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internal_weight=0 162.11 59.7853 480.089 102.325 38.1049 45.3317 15.1106 28.5787 464.979 39.0904 425.888 33.1776 32.0279 20.6949 14.9463 14.4536 7.71953 10.676 10.676 41.7183 64.22 23.6513 12.4827 6.89831 29.3999 7.06255 25.6223 393.86 18.067
internal_count=3910 987 364 2923 623 232 276 92 174 2831 238 2593 202 195 126 91 88 47 65 65 254 391 144 76 42 179 43 156 2398 110
is_linear=0
shrinkage=0.0302493


Tree=1
num_leaves=31
num_cat=0
split_feature=1 52 47 12 52 12 43 1 15 3 4 3 40 0 47 457 157 475 1 48 50 4 52 3 4 11 3 16 47 49
split_gain=1049.79 225.145 134.339 120.683 72.4225 71.7317 46.3845 41.8504 38.0974 31.5569 28.6281 24.525 22.9325 19.213 18.8012 17.1684 14.5587 25.2788 13.1905 11.1285 9.82532 9.52705 7.59207 7.33304 7.24671 6.30854 20.5634 4.90912 12.5382 4.52158
threshold=0.10113500000000002 -0.40083499999999994 0.083670000000000008 0.080120000000000011 0.26391000000000003 -1.0000000180025095e-35 -0.066289999999999988 0.086245000000000002 0.05377500000000001 0.097615000000000021 0.27608500000000008 -0.15002999999999997 -1.0000000180025095e-35 -0.010494999999999999 0.10976000000000001 0.096725000000000019 -0.079129999999999992 -0.076114999999999988 0.13501500000000002 0.11765000000000002 0.11266000000000001 -0.15796999999999997 -0.0093349999999999978 -0.065134999999999985 -0.06272999999999998 1.0000000180025095e-35 -0.10628499999999998 -0.16268499999999997 0.11939500000000002 -0.23609499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 8 14 7 13 19 10 21 -8 -10 -1 -4 16 17 -13 27 20 -3 25 -9 -6 -14 26 -5 28 -7 -23
right_child=1 2 5 9 23 18 11 22 12 -11 -12 15 24 -15 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024799219442148738 -0.0034499893567562765 0.010098576026485196 0.0032002240378552651 0.0060514458254379445 -0.0030907792171971861 0.0041250682608621964 0.0066775846995218427 0.010557247644756164 0.0095745048981571851 0.004726647414250819 0.0058191560317895925 0.0074619776859738488 -0.0021653498346843993 0.0057559667388337706 0.010461363287425475 0.00469786758638404 -0.0024596166675561171 -0.0030474903742628077 0.0040934068151902391 0.0046691393631419107 0.0052132998899048454 0.00018687106366497189 0.0054190628086393852 0.0028108687903437833 0.0037279382103155866 -0.0029914680173386754 -0.0037248169981305228 -0.0032439956504564491 -0.0037570754600220208 -0.0034973634774279599
leaf_weight=7.1758071780204773 20.370607644319534 101.14402332901955 5.3199923783540717 3.6577289551496506 4.1204577684402466 3.3794291317462948 3.9306550920009604 7.1533203423023224 4.3510551303625107 4.5000454634428015 3.0984638929367057 3.9454800337553024 3.6254457831382751 3.9911030083894747 8.2136230170726758 4.1954808831214896 37.526615038514137 4.36486107110977 3.726520597934722 3.7884728312492362 3.8701951950788489 3.0421292334794989 4.0938616991043073 3.5475825369358054 3.9448985159397107 7.7011335045099258 4.1678118258714658 12.301127552986147 3.9784261137247086 353.1083719432354
leaf_count=46 130 493 27 22 25 20 21 36 21 25 18 22 22 21 41 24 240 28 21 20 20 19 21 20 23 48 27 79 25 2305
internal_value=0 0.00598897 0.00715209 -0.00249934 0.00860666 0.00209359 0.00095155 0.00459004 0.00917622 -0.00319426 -0.00328937 -0.00055973 0.00406959 0.000463621 0.00760705 -0.00112831 -0.00166158 0.00194206 -0.00109715 0.00973575 0.00991853 -0.00336531 0.008687 -0.00036041 0.000905636 -0.00105802 0.000844697 -0.00208107 -0.000136843 -0.00346589
internal_weight=0 185.682 165.311 455.653 128.392 36.9191 76.3772 22.4141 120.724 379.276 374.776 53.9631 11.9214 11.1669 13.5336 50.0324 45.837 8.31034 23.3855 108.803 105.014 371.677 11.2472 7.66804 7.57034 15.5267 7.82554 19.659 7.35786 356.151
internal_count=3910 987 857 2923 644 213 459 124 599 2464 2439 335 66 67 68 314 290 50 145 533 513 2421 57 45 45 97 49 124 45 2324
is_linear=0
shrinkage=0.00300904


Tree=2
num_leaves=31
num_cat=0
split_feature=1 52 159 12 47 3 1 123 3 15 4 1 40 123 52 475 3 150 484 16 160 4 1 151 376 150 49 47 12 0
split_gain=823.193 174.39 104.749 98.9049 38.8834 34.1762 39.0385 27.728 27.0384 26.1102 23.8554 23.3787 20.3272 20.2738 18.1288 17.6562 12.3063 11.875 9.99319 9.6226 8.88377 7.61063 6.61226 6.30241 5.99214 5.59055 4.89351 4.11486 5.72254 3.28274
threshold=0.099115000000000023 -0.37613999999999997 -1.0000000180025095e-35 0.080120000000000011 0.083670000000000008 -0.15121499999999996 0.092385000000000009 0.08128500000000001 0.097615000000000021 0.05377500000000001 0.50657000000000008 0.13213500000000003 -1.0000000180025095e-35 0.08406000000000001 0.13709500000000002 -0.071179999999999979 -0.115685 0.083205000000000015 0.073820000000000011 -0.53943499999999989 -0.080909999999999996 -0.060264999999999992 0.096035000000000023 -0.21628999999999995 0.048695000000000009 0.083205000000000015 -0.23609499999999997 0.086785000000000015 0.091555000000000011 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 5 9 -1 15 11 16 14 27 19 -11 22 23 20 17 18 29 -6 -7 -14 -8 -4 25 -17 -18 28 -3 -5
right_child=1 2 4 8 7 6 13 -9 -10 12 -12 -13 21 -15 -16 24 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0075687831752911357 -0.0035060802492521254 0.0024572872459222043 0.0050148104468097955 -0.0038562732696850897 0.0042500636669065206 0.0061539956119419674 0.0036815121671228187 0.0085647945954292742 0.0043698645162326384 0.0092399479083391956 0.0072730792768522044 0.0088138297036273079 -0.0021940351592453977 0.0089712224418652797 0.0020053132654416096 -0.0032683964134168179 0.00067077910347571859 0.0043976162985776852 0.0026998821954948046 -0.0019079667971999062 -0.0011038509235040061 0.0043041026979405836 -0.00236961428313489 0.0090036443755973482 0.0016602198523855678 0.00027760860046650875 -0.0038256526515793397 -0.0037975589121915761 -0.0033276160163191234 -0.00071289480336619436
leaf_weight=7.5703404843807212 22.026949986815453 3.7803575098514619 4.6369317322969428 16.985837608575828 3.8009107708930996 4.6475548297166824 4.9870255589485151 9.2769750356674177 4.860604226589202 4.6243323832750312 3.5335578173398963 3.914098545908927 4.9275885373353949 6.9045690149068824 4.5221870094537726 31.516743764281273 2.7460782080888739 3.3864690959453574 3.844917118549346 11.456490188837053 3.2048792093992224 3.4440436363220206 3.4266797453165054 113.66079266369343 3.9041184186935416 5.9437124580144873 314.26895613968372 9.3432755172252637 3.9152001887559891 4.7906389385461834
leaf_count=36 149 20 21 119 21 24 30 41 25 20 16 19 31 31 24 211 17 18 23 72 20 19 21 496 23 37 2210 61 25 30
internal_value=0 0.00541383 0.00647681 -0.0027499 0.00737027 0.000827486 3.66953e-05 0.00380509 -0.00348505 0.00811705 -0.000657223 0.0015019 0.00359656 0.00471217 0.00859537 -0.0014185 -0.00359539 -0.00150456 -0.00228467 -0.000373883 0.00319179 0.000479263 0.00121705 0.00884729 -0.00229369 -0.00270576 -0.0037867 -0.00230183 -0.000485846 -0.00316476
internal_weight=0 206.864 184.837 422.989 164.264 72.1056 64.5353 28.4485 350.884 135.816 20.5724 19.1715 12.996 15.3183 122.82 49.217 346.023 29.0079 25.6214 15.2574 7.85243 8.37163 8.41371 118.298 41.3646 37.4605 317.015 17.0388 7.69556 21.7765
internal_count=3910 1035 886 2875 764 433 397 153 2442 611 122 112 70 82 541 315 2417 190 172 93 44 50 51 517 271 248 2227 106 45 149
is_linear=0
shrinkage=0.00335371


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 12 159 51 133 151 1 3 3 4 43 457 3 160 128 150 376 124 484 12 48 51 4 47 49 16 52 52 15
split_gain=666.508 132.846 88.6351 76.6337 30.3873 30.3765 29.0172 27.0484 24.7806 23.3163 18.7628 18.493 12.0387 11.9293 11.6385 11.5725 10.4625 9.6009 9.26828 8.59525 8.00379 11.9749 16.4624 8.09702 5.5227 5.05751 9.42036 4.33571 4.26101 4.02568
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.40274499999999996 -0.40071499999999999 -0.51118499999999989 0.087480000000000016 -0.15121499999999996 0.097615000000000021 0.50657000000000008 -0.049504999999999987 0.083585000000000007 -0.11266 -0.079684999999999992 0.094695000000000015 0.084525000000000003 0.048695000000000009 -0.52484999999999993 0.073820000000000011 -0.023959999999999995 0.11930500000000001 0.13741000000000003 -0.034289999999999994 0.082465000000000024 -0.081629999999999994 -0.0017249999999999998 -0.42985499999999993 0.51791000000000009 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 7 10 -5 -6 -7 8 -1 13 28 -9 14 16 -13 18 19 -10 -8 -4 -20 23 -23 -22 -25 26 -15 -2 -3 -16
right_child=1 3 9 4 5 6 15 11 17 -11 -12 12 -14 25 29 -17 -18 -19 20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0036145097003256622 -0.0026160498870834918 -0.001952689342131355 -0.0019631374959625382 -0.0027034081902466232 -0.0023479487101469533 -0.0017706127969946072 -0.00054398522408596244 0.0044343599896264924 -0.0017778398605340854 0.0024224802606802073 0.0040145767914769879 0.0031349011994391499 0.0038465115523849281 -0.0021462602276923 0.00086255054516102398 0.00092865326461134985 0.0025899668790508703 0.001503308873016864 0.0051741079654031392 0.0015158225397579655 0.0023781643758403739 -0.00082515934660555036 0.0046675587560646627 0.0049781769986525235 0.0025875201172862496 -0.002480800637165288 0.0023180982294915375 -7.9302951973583426e-05 0.00096018201338581141 -0.0021124722246461261
leaf_weight=5.6441659182310095 17.165721207857136 13.3334111571312 22.741556867957122 3.0777436643838874 3.2904576808214179 3.6071131229400626 1.6576629728078831 10.391381308436396 31.220779776573181 5.144221380352973 3.7545063942670813 3.8345001786947277 4.7740013003349295 9.1496303677558881 3.0089414268732098 4.2059014141559592 3.5046012997627249 4.9741938859224311 76.898506104946136 4.0209012031555167 7.5937811136245648 5.1038448214530927 5.4059737622737885 56.0224366337061 5.0699108392000189 279.48342560231686 3.0262480974197379 3.9963158518075934 2.9509186297655097 8.0242488831281609
leaf_count=25 127 87 165 21 19 20 8 45 215 25 16 20 25 67 19 22 18 28 316 23 38 29 25 235 28 2125 19 25 19 56
internal_value=0 0.00307875 -0.0017258 0.00365371 0.00412684 0.00425133 0.00438249 0.000479749 -0.000660312 -0.00221046 -0.000405704 0.00206797 0.000816039 -0.00228449 -0.000157043 0.00451953 -0.000973766 -0.00132692 0.00461527 -0.00144044 0.00467006 0.00418063 0.00200015 0.00451426 0.00477978 -0.00242051 -0.00103667 -0.002137 -0.00142484 -0.00130113
internal_weight=0 213.134 398.943 191.972 171.933 168.856 165.565 71.8722 41.8391 327.071 20.0388 30.0331 19.6417 321.926 14.8677 161.958 30.2671 36.195 157.752 26.7625 156.094 79.1959 10.5098 68.6861 61.0923 291.659 12.1759 21.162 16.2843 11.0332
internal_count=3910 1035 2875 883 761 740 721 433 268 2442 122 165 120 2417 95 701 206 243 679 188 671 355 54 301 263 2211 86 152 106 75
is_linear=0
shrinkage=0.00219346


Tree=4
num_leaves=31
num_cat=0
split_feature=1 52 12 159 51 133 151 1 4 3 16 3 9 15 40 3 4 47 51 47 1 0 11 43 15 124 52 4 49 16
split_gain=550.051 105.277 79.6034 57.992 28.2572 23.4429 22.1943 21.9205 20.6809 20.3269 17.7194 17.652 12.2972 11.8378 12.8626 11.5689 11.9285 10.9456 10.948 9.72383 9.69232 9.68307 12.452 9.3452 8.22558 9.4965 8.03213 5.45309 4.95833 9.24489
threshold=0.099115000000000023 -0.40083499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.41015499999999994 -0.40071499999999999 -0.51118499999999989 0.085990000000000011 0.51697500000000007 0.097615000000000021 0.18936500000000003 -0.15121499999999996 0.084755000000000011 0.05377500000000001 -1.0000000180025095e-35 -0.11266 0.053925000000000008 0.078660000000000022 0.086575000000000027 0.082465000000000024 0.11831500000000002 -0.060094999999999989 1.0000000180025095e-35 -0.064539999999999986 -0.035939999999999993 -1.0000000180025095e-35 0.13266500000000003 -0.06272999999999998 -0.081629999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 8 -5 -6 -7 11 -3 15 12 -1 17 19 -15 16 21 18 -9 26 23 -4 -23 -21 -13 -26 -8 -16 29 -17
right_child=1 3 9 4 5 6 13 10 -10 -11 -12 24 -14 14 27 28 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0035432269968902123 -0.0028757184473790589 -0.0016356362831040506 -0.0027809789398095435 -0.0032955749595419501 -0.0027478601709930916 -0.0020438336197265471 0.0054996390181093809 0.0055290692008648484 0.0061119782237770556 0.0025618404310666729 -0.0027779669472519164 -0.003073979540305815 -0.0015244237649663496 0.0056358247687654031 -0.0020255332126712612 -0.0025708573575418921 0.0042556686748742353 -0.00081134644080623809 0.0015361669395980318 0.0042821229988449097 0.0048655617903040557 0.0038940980256637141 -0.0026742296965243987 -0.00102819674943066 0.0037926558711543468 -0.0014293761061795716 0.0020578996674704875 0.0023902388261777662 -0.0029842845066292709 0.0029542168838951289
leaf_weight=5.4194741547107688 17.974125638604164 16.59740120917559 18.137943148612983 3.378909930586814 3.1194441467523566 3.4646959006786338 123.67184416949749 14.974315434694299 2.9499243944883338 5.3683400303125373 4.778002828359603 15.996015012264252 4.1133780032396308 5.4848797172307959 3.8676366657018653 8.8417310863733274 2.7205463200807563 3.6924405843019477 7.4887013882398596 4.463374137878418 15.199578106403349 4.342444494366644 4.0600712895393372 5.2348911911249179 3.2427074164152137 11.546614721417427 5.1341582834720603 4.286260023713111 258.1292887032032 2.9317114353179923
leaf_count=23 142 110 138 24 19 20 498 70 12 25 34 117 28 22 24 69 16 21 41 22 67 25 27 30 17 82 24 21 2125 17
internal_value=0 0.00337075 -0.00203808 0.0039411 0.00442702 0.00457705 0.00471082 0.000527475 -0.000466429 -0.00263834 0.0020475 -0.000943935 0.00280921 0.00485067 0.00244325 -0.00273166 -0.00112133 0.00349075 0.00419792 0.00506429 0.00352178 -0.0016725 0.000720301 0.00141574 -0.00173386 -0.000284393 0.00536245 0.000295706 -0.00290624 -0.00119506
internal_weight=0 214.827 375.784 196.853 177.306 173.927 170.807 71.2516 19.5473 304.532 35.0468 36.2048 30.2688 167.343 13.6388 299.164 29.261 26.1555 22.463 153.704 24.8978 26.5405 8.40252 9.69827 30.7853 14.7893 128.806 8.1539 269.903 11.7734
internal_count=3910 1035 2875 893 771 747 728 433 122 2442 194 239 160 708 67 2417 206 132 111 641 119 190 52 52 216 99 522 45 2211 86
is_linear=0
shrinkage=0.00269628


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 12 52 51 133 51 4 474 1 1446 3 151 15 16 40 11 47 376 1 123 52 4 0 16 457 49 0 0 13
split_gain=460.526 85.4784 71.5447 46.2846 32.1942 21.0182 18.9723 18.7952 18.6589 15.7747 15.4985 14.8473 12.068 11.5433 11.3797 11.2804 9.68247 8.93519 8.65955 7.2097 11.3748 6.55189 6.44961 5.61903 5.47719 5.28207 8.45744 4.8458 4.04596 3.42097
threshold=0.099115000000000023 -0.40083499999999994 0.080120000000000011 0.31761500000000004 -0.41015499999999994 -0.40071499999999999 -0.10145999999999998 -0.15796999999999997 0.084655000000000022 0.092385000000000009 0.090635000000000007 -0.15121499999999996 -0.29526499999999994 0.05377500000000001 -0.50763499999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.083670000000000008 0.083925000000000013 0.13501500000000002 0.08128500000000001 0.0074400000000000013 -0.17479499999999998 -0.23029999999999998 -0.52908499999999992 0.083995000000000014 -0.075429999999999983 0.14676000000000003 -0.06340999999999998 -0.016579999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 -6 -1 16 9 11 12 -8 -7 17 21 -15 27 -14 29 20 24 -9 -13 -24 -19 -16 -27 -4 -17 -11
right_child=1 3 7 -5 5 10 8 14 -10 18 -12 22 13 15 25 28 -18 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0029935096528668549 -0.0030298257456764415 -0.0035272656461140606 0.0048445788085204481 -0.0019725212221231043 -0.0028896395502251535 -2.3124609368654002e-08 0.0036206068478634459 0.003607761007767241 0.0051594006058554263 0.0034078501808068799 -0.0012502860809168904 0.0017814763271223691 0.0053064209363466635 0.0054920441996538696 -0.0031404187924865211 0.0021921536770232843 -0.0025389348859144079 0.0034044020866476313 0.0060569852155035846 0.0058981489273319254 0.0055283389175392128 -0.0023465125911421871 0.00072385804727855831 -0.0026590889539986839 -0.00080868081534155717 0.0018901303730915833 -0.0030157696447104072 0.00055740596702416015 -0.0018373137075310734 -0.00011557905877432993
leaf_weight=11.055247887969015 16.659294992685318 4.4791925698518744 3.5780742391943914 10.962585106492041 3.3141261264681807 4.6223536282777777 6.0510622411966244 3.4592701941728583 8.5000217333435995 4.0775670260190955 3.8705944567918769 4.6269820705056146 130.04123504459858 5.4734423011541358 248.4672214910388 4.123486414551734 6.0864200294017783 4.0509559512138402 5.2033136188983908 7.0430636107921591 6.4021641463041297 2.8706663250923157 5.2561279386281958 20.133764937520045 7.412997208535673 4.6957110837101927 8.1788199171423894 5.9764104261994362 4.3437016159296027 5.4871867895126334
leaf_count=85 142 34 19 77 22 25 25 23 40 18 22 28 527 22 2186 21 46 20 21 29 26 25 34 149 42 32 71 40 26 33
internal_value=0 0.00330635 -0.00211806 0.00384452 0.00418889 0.00438016 0.000510824 -0.00277123 0.00116374 0.000495643 0.00451599 -0.000542903 0.00464462 0.00477173 -0.00295264 0.00223225 0.000333262 0.00500021 0.00303208 0.00340159 0.00241741 0.00090746 -0.00138222 -0.00195876 0.000680074 -0.00304613 -0.00122645 0.00216292 0.000125021 0.0013865
internal_weight=0 212.799 353.704 196.14 185.177 180.698 70.3913 283.313 59.336 50.836 177.384 36.0679 173.513 168.891 267.672 13.9406 15.6409 154.95 14.7681 24.9092 17.8661 6.32994 30.0169 25.3899 11.464 261.342 12.8745 9.55448 8.46719 9.56475
internal_count=3910 1035 2875 893 816 782 433 2442 348 308 760 236 738 713 2337 69 105 644 72 117 88 48 211 183 62 2289 103 59 47 51
is_linear=0
shrinkage=0.0029136


Tree=6
num_leaves=31
num_cat=0
split_feature=1 52 12 159 3 47 3 1 4 52 123 1 475 123 15 49 3 150 484 16 15 1 52 376 12 160 16 12 50 49
split_gain=490.688 91.2623 74.2945 50.7025 20.4983 19.6443 18.9974 22.8754 18.4056 16.8154 15.287 13.9031 12.7846 12.5344 12.4076 11.9781 11.7952 12.3369 8.52389 7.47035 6.45424 6.04206 5.04129 8.35035 5.71073 7.07443 4.76328 4.71503 8.89038 4.67455
threshold=0.099115000000000023 -0.37613999999999997 0.080120000000000011 -1.0000000180025095e-35 0.097615000000000021 0.083670000000000008 -0.15121499999999996 0.092385000000000009 0.51697500000000007 0.13709500000000002 0.08128500000000001 0.13213500000000003 -0.071179999999999979 0.08406000000000001 0.05377500000000001 -0.14750499999999997 -0.115685 0.084800000000000014 0.073820000000000011 -0.53943499999999989 -0.0039399999999999991 0.096035000000000023 -0.087094999999999992 0.048695000000000009 -0.0089849999999999982 -1.0000000180025095e-35 -0.092014999999999986 0.090840000000000018 0.11843500000000001 -0.23609499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 8 16 9 -1 12 27 14 11 19 20 21 -5 -16 17 18 -4 -7 -8 -9 -14 24 -24 -26 -27 28 -3 -18
right_child=1 3 4 5 -6 10 7 13 -10 -11 -12 -13 22 -15 15 -17 29 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.004694654061024108 -0.0028245493140194736 0.003385139958883922 -0.0025548296648216884 0.00552769186612011 0.0029474663533220944 0.0030482191179731833 -0.00077251974819711325 0.0026249406500076012 0.0063073661271661873 0.00010278519023155088 0.0053625683900251587 0.0055000207168238984 -0.0034914945067870905 0.0057817557529914639 0.0050912171491685329 -0.00060634311588350252 0.00081892004367063839 0.0046811019626003996 0.0022435542679207564 -0.0016838250291939957 0.0045786426390837008 -0.0023776781938484358 -0.0035040885595130451 0.0040025566659810203 -0.0027092503895681619 0.0033745079371186397 -0.0011469051269477736 -0.0031845797818010431 -0.0029943416362034629 -0.0031473522956351951
leaf_weight=8.5490006208419782 18.003367893397808 3.5762910693883958 19.024356581270702 127.49325351417065 5.2768191993236533 3.9100331068038967 3.3947746455669403 5.1620993092656153 2.9597192853689185 5.7360661178827277 10.050019234418867 4.3931261897087088 10.760974511504168 7.5599168092012397 7.0341488420963287 5.8793944641947729 2.6058354228734961 2.9248633831739417 3.8661866188049308 11.160202860832216 4.6168898642063123 3.5273052453994751 8.9313996061682719 2.5184174180030814 6.9911674931645384 4.4693884029984439 3.6935647800564855 8.553720109164713 4.0354011654853821 251.15342915058136
leaf_count=36 149 20 153 517 25 21 19 30 12 29 41 19 84 31 30 35 17 14 23 72 25 21 70 13 51 26 27 64 26 2210
internal_value=0 0.00352169 -0.00213612 0.00410827 -0.00280504 0.00460424 0.000579138 8.21673e-06 -0.000447008 0.00504698 0.00241189 0.000888289 -0.00106589 0.00300769 0.00524897 0.00249718 -0.00291361 -0.00101639 -0.00174439 -0.000456077 0.0023112 0.000594219 -0.00179 -0.00110177 -0.00163548 -0.000534178 0.00132866 -0.00168366 3.00539e-06 -0.00310662
internal_weight=0 212.785 355.026 194.781 284.851 175.656 70.1749 61.6259 19.1251 146.143 29.5134 19.4634 45.3766 16.2493 140.407 12.9135 279.575 25.8154 22.8905 15.0702 8.01166 8.6894 37.3649 26.6039 24.0855 15.1541 8.16295 16.1654 7.61169 253.759
internal_count=3910 1035 2875 886 2442 764 433 397 122 611 153 112 315 82 582 65 2417 190 176 93 44 51 271 187 174 104 53 110 46 2227
is_linear=0
shrinkage=0.00294608


Tree=7
num_leaves=31
num_cat=0
split_feature=1 52 12 52 47 13 4 51 14 474 15 1 3 40 16 11 12 160 13 51 150 133 123 457 151 48 16 51 48 52
split_gain=400.485 72.6454 65.4197 39.7308 26.8847 21.2409 17.7623 16.4218 14.6583 18.1662 13.2372 11.6753 15.2133 9.78569 9.39107 7.83358 7.79196 7.09172 7.05579 6.26749 5.53986 5.44259 7.3043 5.14615 7.88743 6.54823 4.88681 4.66334 4.05023 3.84046
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 0.26391000000000003 0.10070000000000003 -0.076384999999999995 -0.15796999999999997 -0.10145999999999998 0.077685000000000018 0.082665000000000002 0.05377500000000001 0.093575000000000019 -0.14818499999999998 -1.0000000180025095e-35 -0.50585499999999983 1.0000000180025095e-35 1.0000000180025095e-35 0.085065000000000016 -0.037444999999999992 0.099470000000000017 0.083855000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.090064999999999992 0.078735000000000013 -0.092014999999999986 0.11024000000000002 0.11379500000000002 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 7 4 10 -6 15 -1 9 11 27 12 -9 -12 17 -4 -5 -8 -15 -7 -13 -14 26 -16 -25 -26 -23 28 -3 -2
right_child=1 3 6 16 5 19 14 8 -10 -11 13 20 21 18 23 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0027687850386579394 -0.003168589691379163 0.0047325076749311218 0.0018159818880375076 0.0018582072361884388 0.0037812354473922508 -0.0022172059910030885 0.0026088454555530868 0.0041817582122395287 -0.0037521499109692781 0.0051583254542545472 0.0045996651430053603 0.0011427637876496853 -0.0032199790176576731 0.0029180560833950071 -0.0029382551509034224 -0.0022921085048974426 -0.0027235083572429682 -0.0032018166028488725 -0.0021202500476451358 0.002455342982661111 0.0049655993182811291 0.00061668862771274994 0.0031511287774174529 -0.0031885310928993554 -0.0015267032132273409 0.0043571425653468289 -0.0022743161026900971 0.0023796451774475949 0.0020749464123178472 6.3486858410978375e-07
leaf_weight=10.318682573735712 13.587750576436521 125.92573755979538 9.8429935052990896 4.2686075866222373 12.65200547873974 10.627997510135172 4.3484902381896964 5.4274742752313534 4.5631290301680556 8.5555202066898328 5.6299847066402426 5.6387303173542005 6.1354610845446613 3.6103930324316016 229.40317290276289 5.6541747897863379 8.7761273458600026 2.5946712046861649 5.3183216452598563 2.80776173621416 6.1117323786020279 8.0733196660876256 3.9851055443286887 6.6109523922204971 3.1112693548202497 2.7630050778388977 10.28863672167064 7.4734554439783087 4.5989130139350882 3.7816086262464514
leaf_count=85 127 518 59 24 57 76 30 22 29 38 23 30 53 20 2181 46 65 23 31 16 26 54 19 61 25 17 77 33 20 25
internal_value=0 0.00296842 -0.00194218 0.00346199 0.00380418 0.0011948 -0.00257211 0.000467592 0.00103574 0.00143871 0.00425039 0.000741762 -8.61981e-05 0.00172785 -0.00275206 0.000317136 -0.00122424 0.000437391 -8.2973e-05 -0.00124075 0.00313112 -0.000899477 -0.000262375 -0.00284361 -0.00110454 0.0012408 -0.00100321 0.00451652 0.00463887 -0.00247859
internal_weight=0 209.059 333.427 191.689 178.645 26.0878 264.329 69.0978 58.7791 54.216 152.557 45.6605 33.91 14.5587 248.832 15.4972 13.0447 6.94316 8.92871 13.4358 11.7505 28.4825 22.3471 241.888 12.4852 5.87427 18.362 137.998 130.525 17.3694
internal_count=3910 1035 2875 883 794 149 2442 433 348 319 645 281 225 74 2337 105 89 53 51 92 56 203 150 2284 103 42 131 571 538 152
is_linear=0
shrinkage=0.00278152


Tree=8
num_leaves=31
num_cat=0
split_feature=1 52 12 159 51 3 12 151 51 14 474 133 3 150 376 3 150 43 0 52 49 47 50 131 1 49 15 49 0 48
split_gain=339.394 60.3794 58.5773 33.6514 17.0992 16.9519 14.4166 14.3089 13.997 12.4427 14.0639 11.8245 11.6603 11.5903 9.45118 14.2882 11.4453 8.02652 7.60313 6.53472 14.363 7.85871 6.20177 7.87939 5.85827 4.85413 4.47866 6.43947 4.44136 5.71928
threshold=0.099115000000000023 -0.40083499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.41015499999999994 0.097615000000000021 -1.0000000180025095e-35 -0.51118499999999989 -0.10145999999999998 0.077685000000000018 0.082665000000000002 -0.39018999999999998 -0.100615 0.084800000000000014 0.048695000000000009 -0.10140999999999999 0.094620000000000024 -0.26007999999999992 -0.060094999999999989 0.12539500000000003 0.12757000000000004 0.11771000000000002 0.10481500000000002 0.088565000000000019 0.081005000000000008 -0.23609499999999997 0.10363000000000001 -0.16230499999999995 -0.14808999999999997 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 6 -5 12 -3 -6 -1 10 14 -9 13 18 15 -10 28 -13 -4 21 -21 26 23 -8 -20 -14 -19 -28 29 -17
right_child=1 3 5 4 7 -7 22 11 9 -11 -12 17 25 -15 -16 16 -18 19 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0027135396945580943 -0.0027927983965639362 0.0041675630404451906 -0.0026573879243844602 -0.0033182404632777947 -0.0020771079120168261 0.0023705824062423613 0.0032598229796909142 -0.0011944612361515998 0.0035154852297610848 -0.003687213030579276 0.0045760489741236317 0.00012631207864032961 0.001056834050146974 0.0033496918310229364 0.0033123889085344437 0.0026499037294367127 0.0026788042252446102 0.0044637347489409401 0.0017812157315835765 -0.0010290522911229616 0.0052620243407241439 0.00094819484641616672 -0.0034263733447632539 -0.0032532998624042499 -0.0033013720287328042 -0.0029371452206638643 0.0042102751623132057 -0.0003097598508047409 -0.0025247267283655199 -0.0026065111140244185
leaf_weight=9.6189145818352682 14.34262779355049 4.1263385266065624 20.783926479518414 2.7981102764606467 3.3335400819778434 5.4663788229227057 3.3026020899415007 3.6543899849057189 7.4706236943602482 4.24269264191389 8.7644509077072126 4.2905707508325568 2.4363638162612906 4.0566205084323874 8.7090441584587079 3.5283497199416152 5.805390663444995 129.32544104754925 6.6987181752920169 5.9935987889766675 5.5119164884090424 5.6970585882663718 8.0409567207097989 2.647890642285347 2.4507042095065117 204.1006238386035 6.9110096395015717 3.9016310423612577 16.402880609035506 3.0565130114555359
leaf_count=85 142 18 202 24 20 25 20 22 33 29 38 21 16 21 41 24 29 548 44 31 23 30 61 23 20 2114 30 22 134 20
internal_value=0 0.00277181 -0.00189019 0.0031929 0.00357822 -0.00252747 -0.000452761 0.00369266 0.00042891 0.000950244 0.00131638 0.00380903 -0.00263879 -0.00111213 0.000681129 4.92098e-05 -0.000850145 0.00392216 -0.00171681 0.00402567 0.0019848 0.00418668 -0.00181538 0.000361569 0.000419827 -0.00289003 0.00431833 0.00257927 -0.00174136 0.00021002
internal_weight=0 203.878 313.592 189.535 171.417 245.993 18.1178 168.619 67.5989 57.9799 53.7373 165.286 240.527 33.99 44.9728 36.2638 28.7931 161.631 29.9333 157.341 11.5055 145.835 13.9914 5.95049 9.14942 206.537 140.138 10.8126 22.9877 6.58486
internal_count=3910 1035 2875 893 771 2442 122 747 433 348 319 727 2417 287 281 240 207 705 266 684 54 630 104 43 64 2130 600 52 178 44
is_linear=0
shrinkage=0.00281284


Tree=9
num_leaves=31
num_cat=0
split_feature=1 52 12 47 12 50 3 15 1 1 13 15 457 3 13 4 15 4 4 0 11 47 48 52 156 49 160 160 3 52
split_gain=386.669 67.847 63.6381 36.4371 25.8089 22.4493 18.4169 16.8133 15.4034 15.1954 14.1478 11.9265 11.7057 11.4996 11.3984 10.6585 16.5288 9.85861 8.51876 8.20919 9.63832 7.93786 6.16366 5.32079 5.10428 4.64765 7.85869 3.97008 3.71759 3.45428
threshold=0.099115000000000023 -0.40083499999999994 0.080120000000000011 0.081905000000000019 -1.0000000180025095e-35 0.11843500000000001 0.097615000000000021 0.085950000000000013 0.085990000000000011 0.11026000000000001 -0.00059999999999999995 -0.038029999999999987 0.082870000000000013 -0.115685 -0.15078499999999997 -0.48072499999999996 0.079360000000000014 0.053925000000000008 -0.081189999999999984 -0.060094999999999989 1.0000000180025095e-35 0.10976000000000001 0.11765000000000002 -0.087094999999999992 0.086635000000000004 -0.081629999999999994 0.084100000000000022 -1.0000000180025095e-35 -0.075154999999999986 -0.0045699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 21 7 13 22 11 -9 -10 -1 23 17 -6 -13 18 19 -17 -4 -21 -5 -3 -12 -25 26 -15 -16 -29 -11
right_child=1 3 6 4 14 -7 -8 9 10 29 12 15 -14 25 27 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0026756896788951187 -0.0026020368239034063 0.004419162874509718 -0.0024915597553618806 0.0012078456100174399 0.0033223997283595126 -0.0013349777060853662 0.0024476450036576072 -0.0033309121543565086 0.0039181868652270625 0.0043798005803490974 -0.0031146031876162507 -0.0023552248178758399 0.0032330534426802545 -0.0026978738245182115 -0.0030738207588353345 0.0063904475464113463 -0.0026086357444561779 0.0040042762889965699 0.0014158228020883133 0.0037287126731301869 -0.0023073247301797304 0.0049872218185985952 0.0013883715694701028 -0.00083826903789932961 0.0034572129483020661 -0.0027334828756890414 0.0019041948837753434 0.0015375800913927278 -0.0016624690217888333 0.0014572484304441839
leaf_weight=13.367608189582823 14.490022383630274 129.20812282711267 14.147724166512493 6.15006856620312 3.835624814033511 5.5381950661540023 5.3364967703819266 3.5622975155711165 12.681395485997198 5.3537616878747931 4.8109637871384612 6.0471393987536421 7.0387379229068747 6.7721169143915159 7.619248650968081 4.3551100641489011 4.0338307097554198 2.6545967161655417 5.0996124520897901 3.8874453902244577 3.370270200073719 9.8914836198091489 4.7470936626195899 7.6645911484956759 2.5046082884073257 208.02822082489729 4.0441707745194435 3.6450628340244329 7.7327275946736247 5.6956893801689139
leaf_count=117 142 535 128 28 17 35 25 24 56 23 39 40 33 58 63 20 30 15 32 20 27 41 21 54 12 2140 29 23 52 31
internal_value=0 0.00284958 -0.00174085 0.00325892 0.000998909 0.00382902 -0.00235276 0.00402152 0.000506082 0.00136074 0.00172029 -0.000774436 0.000454444 -0.00245822 -0.000785172 0.000526528 0.00181846 -0.000744026 0.00370727 -0.00133289 0.000925754 0.00353827 0.00431176 -0.000851143 0.00021968 -0.00264668 -0.000977177 -0.00161452 -0.000637281 0.0028733
internal_weight=0 207.469 315.845 192.979 38.8742 154.105 248.241 148.567 67.6036 14.6117 34.7003 32.9033 22.0189 242.905 22.8327 19.5357 13.4886 24.06 9.45472 21.4054 7.25772 16.0416 133.955 14.9802 10.1692 218.845 10.8163 18.997 11.3778 11.0495
internal_count=3910 1035 2875 893 224 669 2442 634 433 78 194 239 138 2417 155 122 82 190 52 175 47 69 556 105 66 2227 87 138 75 54
is_linear=0
shrinkage=0.00261226


Tree=10
num_leaves=31
num_cat=0
split_feature=1 12 52 47 12 50 13 15 1 1 13 15 147 4 15 50 42 13 4 457 4 47 43 48 49 4 15 52 2 1
split_gain=307.681 54.7954 53.403 28.9127 18.701 18.6263 16.436 13.4865 12.6868 12.2912 10.784 10.4123 10.0386 9.76799 14.3768 8.55694 9.38758 8.41236 8.37696 7.65555 6.86274 6.4549 6.42697 5.7578 5.58411 4.34885 4.13546 4.00674 6.53849 3.67892
threshold=0.099115000000000023 0.080120000000000011 -0.40083499999999994 0.08801500000000001 -1.0000000180025095e-35 0.11843500000000001 -0.098524999999999988 0.085950000000000013 0.085990000000000011 0.12864500000000004 -0.00059999999999999995 -0.038029999999999987 0.085900000000000018 -0.48072499999999996 0.079360000000000014 0.041865000000000006 0.083970000000000017 -0.15078499999999997 -0.15796999999999997 0.082870000000000013 -0.081189999999999984 0.11170500000000001 -0.084699999999999984 0.11904500000000003 -0.18178499999999997 0.15927500000000003 0.05377500000000001 0.12539500000000003 0.11500500000000001 0.11026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 5 21 7 15 23 11 29 -10 -1 19 -13 20 16 26 -6 22 -12 -15 -5 -8 27 -20 -18 -3 -4 -29 -9
right_child=2 6 3 4 17 -7 18 9 10 -11 12 13 -14 14 -16 -17 25 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0027180693200351772 -0.0026258013790360526 0.0039613923821176207 0.0041770384790288124 0.00063544496604362876 0.0028901652011759115 -0.001409347079858999 0.0024319627203046017 -0.0034212699252121181 0.0035473764330340046 0.0035852843958651664 -0.0015365350742569262 -0.0024592948596135946 0.0045521733984522561 0.0059527985981132105 -0.002673258668436753 -0.0031180254707225642 -0.0031127358506758997 -0.0016525071655161701 0.00091812074486688315 0.0023441476662484024 0.001360136333668129 0.0045631629798783598 -0.0019909992831347338 0.00095199351388197727 -0.0027765431895063479 0.0012421008020724815 9.0231809577783593e-05 -0.00019275568947995099 0.0043267664491293207 0.00052016120829442597
leaf_weight=12.570334777235987 13.345656953752039 6.0825354829430633 118.2449182420969 4.6684218347072592 3.6038827523589125 5.4919679835438719 4.0784798935055733 3.4041241332888585 12.684532336890696 7.4699235856533051 12.833880193531519 5.894825346767905 3.5681826174259177 4.4523761123418826 3.882567085325717 5.2427549809217444 4.4381465315818778 17.283167190849785 3.0390063747763625 5.2356548309326163 5.1136323660612071 8.8881188333034498 5.8510006293654424 4.5716071724891654 195.31653013825417 2.6967260986566544 3.02139613032341 4.1570348814129812 5.3619028329849243 3.527440682053566
leaf_count=117 142 33 508 21 16 35 30 24 56 34 98 40 16 20 30 51 44 131 20 24 32 38 44 20 2175 21 24 23 23 20
internal_value=0 -0.00174147 0.00260092 0.00297459 0.000736849 0.0034809 -0.00236627 0.00366393 0.000425891 0.00117837 0.0015673 -0.000801659 0.000406532 0.000443723 0.00171618 -0.000113785 0.000856145 -0.000868708 -0.00259858 -0.000412106 0.00349773 0.00321059 -0.000174292 0.00393443 -0.00271994 -0.00146676 0.00267664 0.00404114 0.00235304 -0.00141549
internal_weight=0 296.003 200.018 186.673 34.4436 152.229 229.767 146.737 66.236 14.4015 34.3222 31.9137 21.6377 19.3434 13.4486 21.4816 16.2388 20.887 208.285 18.0695 9.56601 13.5565 9.92948 132.335 198.356 7.13487 9.10393 127.764 9.51894 6.93156
internal_count=3910 2875 1035 893 206 687 2442 652 433 78 194 239 138 122 82 173 122 147 2269 122 52 59 74 574 2195 65 57 554 46 44
is_linear=0
shrinkage=0.00270465


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 12 159 3 133 151 1 4 3 51 43 3 150 484 147 124 12 52 47 2 4 376 0 39 49 16 457 52 52
split_gain=358.642 62.7322 61.0356 35.4486 17.2163 16.4299 15.7468 14.5635 14.0598 13.836 12.8486 11.8228 11.789 10.2701 8.88598 8.27224 7.61324 7.80864 7.6721 13.0233 7.52421 6.55147 6.02726 5.50322 5.29104 4.84953 8.29051 4.49635 3.7427 3.70891
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 0.097615000000000021 -0.40071499999999999 -0.51118499999999989 0.087480000000000016 0.51697500000000007 -0.15121499999999996 -0.26158999999999993 -0.049504999999999987 -0.115685 0.084800000000000014 0.073820000000000011 0.086130000000000012 -0.50873999999999986 -0.023959999999999995 0.12897500000000003 0.102035 0.10433000000000002 -0.045299999999999993 0.048695000000000009 -0.029849999999999998 0.08512500000000002 -0.081629999999999994 0.0015250000000000001 0.083585000000000007 0.51743500000000009 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 7 8 12 -5 -7 9 24 -1 -8 -9 13 14 -4 20 -12 -18 19 21 27 23 -11 -19 28 26 -14 -13 -3 -2
right_child=1 3 4 5 -6 6 10 11 -10 22 16 15 25 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036963235091321861 -0.0035659424569488337 -0.0034473165960901787 -0.0025829247345965692 -0.0031030088450145947 0.0027972883925849496 -0.0023362264061332488 -0.0024769633631187759 0.0049488791828652115 0.0059263720923215732 -0.0022232122767474592 -0.00069730980547107147 -0.002060846758065667 -0.0028297964463790863 0.0047362134787905536 0.002942677679837882 0.0056491101742611122 0.0054963098206241186 0.00039847579880934302 0.00027941594187780641 8.2779673869961461e-05 0.0046858984288344237 0.0051358019291942638 0.0015586293491030628 0.0050863574362173189 0.0026241157397138498 -0.0033050068976993329 0.0034880026047065219 0.0022732223232088933 0.00077903526327213648 9.7683198732360381e-05
leaf_weight=5.9632647186517707 12.230252668261526 9.6792857199907321 16.805541500449188 2.9790872558951369 5.3748062998056403 3.407133311033248 2.5752962231636038 10.601790234446527 2.9433657974004737 25.682613261044029 2.617604359984397 10.585185006260877 7.6327005401253682 2.946616902947425 3.5677297860383979 2.981933966279029 77.305264934897423 5.9360937103629112 5.018304429948329 6.6533570736646643 2.7583412155508986 60.514992162585266 5.1091177240014067 4.415999859571448 2.4136812239885321 201.25431625545025 2.8977026343345642 3.1380936354398719 2.7125966027379027 3.6216628402471533
leaf_count=25 127 78 153 19 25 21 23 45 12 215 12 79 70 14 23 13 319 32 27 37 13 252 28 19 11 2140 17 15 21 25
internal_value=0 0.00334752 -0.00208296 0.00385671 -0.00283 0.00429964 0.00443057 0.000605567 -0.00042127 -0.000737111 0.00457026 0.002247 -0.00295865 -0.000812738 -0.00161529 0.000775281 0.00468197 0.00477007 0.00408987 0.00433654 -0.000106516 0.0047359 -0.00159571 0.00239823 -0.00168319 -0.00319494 -0.0010913 -0.00106978 -0.00252216 -0.00272892
internal_weight=0 205.024 307.3 189.172 240.479 171.423 168.444 66.8203 17.7489 36.755 165.037 30.0653 235.105 23.3199 20.3733 19.4636 162.462 159.844 82.5387 77.5204 16.4816 70.8671 30.7917 10.3521 14.8056 211.785 10.5304 13.7233 12.3919 15.8519
internal_count=3910 1035 2875 883 2442 761 742 433 122 268 721 165 2417 190 176 120 698 686 367 340 107 303 243 51 110 2227 87 94 99 152
is_linear=0
shrinkage=0.00317994


Tree=12
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 12 13 15 51 1 50 14 160 133 123 3 49 52 3 133 160 3 4 48 38 3 4 0 160 16
split_gain=276.037 50.9338 47.3454 28.3634 16.3147 15.6899 15.4156 12.7657 11.5037 10.4253 10.2501 11.3039 11.215 12.4504 10.7973 10.2461 8.42317 7.71724 7.59763 9.14439 7.3604 6.35098 5.74196 5.57111 4.89386 4.61351 4.47187 5.46979 4.1741 3.53803
threshold=0.099115000000000023 0.080120000000000011 -0.42985499999999993 0.081905000000000019 0.11843500000000001 -0.065214999999999981 -0.098524999999999988 0.085950000000000013 -0.10145999999999998 0.12864500000000004 0.096815000000000012 0.077685000000000018 -0.046074999999999991 -0.0023199999999999996 1.0000000180025095e-35 0.16699000000000003 -0.081629999999999994 0.071660000000000015 -0.14818499999999998 -0.0056849999999999991 0.084100000000000022 -0.080244999999999997 0.0057500000000000008 0.11904500000000003 0.086545000000000011 -0.14818499999999998 -0.15796999999999997 0.11015500000000002 -0.089989999999999987 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 7 24 18 23 -1 -9 11 12 28 -14 17 25 20 22 -3 -20 -8 -21 29 -4 -5 -7 27 -18 -10 -15
right_child=2 6 3 5 -6 15 16 9 10 -11 -12 -13 13 14 -16 -17 26 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024766264525442052 -0.0029705583147132696 -0.0030583557433804414 0.0039098511638548713 0.004227664978739297 -0.0012598970254213487 0.0018884506705821136 -0.0018566550006461069 -0.0012996801559438818 0.0013457501090869111 0.003303647516907004 -0.0034148040533128598 -0.0033952054329550105 -0.0025903200902768291 0.00068946761773102674 0.0040159218431323595 0.003734880231651895 0.0023425503392157632 0.0034575878863654054 -0.0018930658397287583 0.0052014409353388063 0.0026889433142172465 0.00076460639810342764 0.0017205873878080784 0.00089190070439555398 0.00080386883533427908 -0.0017002067628214665 -0.0027653744975082136 -0.0022962583520665606 0.0049112771036764306 -0.002567033561668988
leaf_weight=8.6340057924389821 10.86149215698242 4.9010223820805576 121.37799541652203 9.0631303340196592 5.3457921966910353 3.0120179057121304 7.4993004202842695 6.7805419713258726 3.3827381804585457 7.4862962812185287 3.7891932725906363 3.6576461493968955 6.4878829419612876 3.5680029392242423 8.8579005450010282 3.5462437570095053 2.7674908787012082 4.9664761051535598 5.9607697948813483 3.5539271384477651 3.9242823868989944 6.7927572205662656 6.2111172452568999 4.5909281373023978 4.5274724736809722 18.523850671947006 176.18433278053999 5.4751815870404243 7.9668587595224363 7.4520906209945776
leaf_count=85 127 50 537 39 35 16 65 45 22 34 27 28 59 20 38 15 21 25 61 23 27 39 39 20 21 146 2113 43 33 57
internal_value=0 -0.0016749 0.00248559 0.00280722 0.00335104 0.000760067 -0.00230016 0.0035268 0.000413931 0.00111584 0.000856905 0.00116492 0.00150606 0.000797902 0.00150574 -0.000500816 -0.002536 0.000504064 -0.000122304 0.000760094 -0.00029513 0.00228859 -0.000347217 0.00379986 0.00308709 -0.0011983 -0.0026748 -0.000738771 0.00384857 -0.00151267
internal_weight=0 282.033 195.116 184.254 145.582 38.6727 217.059 140.236 64.9739 14.2668 56.3399 52.5507 48.8931 37.5435 31.0556 25.0821 195.851 22.1977 21.2085 16.3075 11.4236 10.3467 17.2312 125.969 13.5906 21.5359 184.427 8.24267 11.3496 11.0201
internal_count=3910 2875 1035 908 671 237 2442 636 433 79 348 321 293 238 179 177 2269 141 173 123 92 62 116 557 60 162 2177 64 55 77
is_linear=0
shrinkage=0.00268924


Tree=13
num_leaves=31
num_cat=0
split_feature=1 12 12 4 2 13 48 4 4 4 1 15 43 4 15 484 47 147 4 13 12 2 0 457 151 48 457 13 133 0
split_gain=236.018 45.4272 40.3537 31.4847 20.2444 14.7361 15.5556 14.5603 13.9974 12.1333 10.0845 8.82982 7.91498 7.5297 10.3799 7.07983 7.02761 6.28873 6.20711 8.29321 5.8004 5.10386 5.08153 4.86707 6.39683 5.2288 4.29558 4.23168 4.60693 5.25905
threshold=0.099115000000000023 0.080120000000000011 0.085845000000000019 0.22584000000000001 0.12918000000000002 -1.0000000180025095e-35 0.11930500000000001 -0.15796999999999997 -0.16401499999999997 0.39574000000000004 0.085990000000000011 -0.038029999999999987 -0.049504999999999987 -0.48072499999999996 0.079360000000000014 -1.0000000180025095e-35 0.09585500000000001 0.086565000000000017 -0.49837999999999999 -0.011209999999999999 0.098355000000000012 0.10433000000000002 0.024745000000000003 0.083995000000000014 -0.090064999999999992 0.085090000000000013 0.082870000000000013 -0.098524999999999988 -0.0056849999999999991 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 4 -4 -2 8 15 -7 23 11 -1 -12 -13 22 -3 -10 21 -17 -20 -5 26 -15 27 -25 -26 -14 28 -9 -30
right_child=2 7 3 20 -6 6 -8 9 16 -11 12 13 17 14 -16 18 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0026431215558636286 0.0037970827109841824 -0.0032565058177077694 -0.0025691328183444955 0.00040849965378971989 0.0036447491353720106 -0.0026575680938288348 -0.0014963077077718566 -0.0030375869709110838 0.0035459229625756229 0.0050308021227838144 0.0033114273781681483 -0.0022892674104394817 -0.0014926954637788578 0.0012283427552612883 -0.002526746958396968 -0.0014586038799679409 -0.00046232609032251096 0.0041895121063041125 0.0052625508676600466 -0.00038842917556784805 0.0033932012663545627 0.0033644797193656296 0.0051832295144358491 -0.002992941185377736 -0.0013243939884183861 0.00387228948187879 0.0016160579052575948 -0.002752321583528962 -0.0030227908088225354 0.001810141115796996
leaf_weight=11.357287839055063 87.788580060005188 3.186414197087287 24.169586524367336 6.5224388688802746 4.5978918373584738 3.3658894374966613 8.1544925495982152 5.4832816049456596 31.569108374416828 1.5796449184417714 10.89551470428705 5.4664513021707561 12.019175469875345 5.5552340969443303 3.4813175201416007 3.9537353441119185 3.5893221125006667 2.931831717491149 4.2569667622447005 3.4758327677845955 18.138763919472694 2.7240385487675658 4.2061107158660889 4.9851383715867996 2.9189890101551992 2.790241926908493 4.5013821572065345 161.9802633523941 2.463337205350399 5.0803047493100149
leaf_count=117 401 27 239 33 22 30 51 64 149 7 49 40 98 34 30 30 24 13 22 26 86 13 18 62 27 16 21 2098 28 35
internal_value=0 -0.00162725 0.00234892 0.000353297 -0.00157597 0.00314185 0.00190955 -0.00225498 0.00263047 -0.00246027 0.000382602 -0.000755139 0.00141695 0.000390953 0.00149732 0.000330054 0.00313672 0.000486167 0.00130795 0.00272248 0.0026038 -7.8022e-05 0.00293248 -0.00252399 -0.000746327 0.00121535 -0.000645649 -0.00263262 -0.00114425 0.000231972
internal_weight=0 265.292 187.896 53.4287 28.7675 134.467 46.6788 202.154 38.5243 187.281 63.1383 30.0664 33.0719 18.7091 13.2427 14.8729 35.1584 22.1764 11.6865 7.7328 24.6612 19.2446 9.76134 185.702 10.6944 5.70923 16.5206 175.007 13.0269 7.54364
internal_count=3910 2875 1035 380 261 655 254 2442 203 2337 433 239 194 122 82 105 173 145 78 48 119 132 52 2330 105 43 119 2225 127 63
is_linear=0
shrinkage=0.0027144


Tree=14
num_leaves=31
num_cat=0
split_feature=1 12 52 47 52 4 123 4 15 16 0 1 1 2 13 40 16 159 1 457 151 13 42 11 1 4 150 474 160 1
split_gain=202.302 40.7031 35.0959 21.6893 13.5634 13.3789 11.0762 10.3902 10.2088 9.40643 12.0455 9.73619 9.20845 8.60798 8.02136 12.1871 7.05959 6.73691 5.52848 4.63664 5.6363 4.16179 4.21659 4.15857 4.15353 4.14339 3.46034 3.1157 3.56669 3.11318
threshold=0.099115000000000023 0.080120000000000011 -0.42985499999999993 0.081905000000000019 0.16064500000000001 -0.15796999999999997 0.08128500000000001 0.39574000000000004 0.035895000000000003 0.16388500000000003 -0.070174999999999987 1.0000000180025095e-35 0.14000500000000002 0.091025000000000009 -0.071149999999999977 -0.078179999999999986 -0.53943499999999989 -0.094429999999999986 0.081005000000000008 0.083995000000000014 -0.090064999999999992 -0.098524999999999988 0.08401500000000002 0.087830000000000005 0.11831500000000002 -0.49837999999999999 0.083855000000000013 0.084655000000000022 -1.0000000180025095e-35 0.088385000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 8 18 12 19 23 10 11 -1 16 27 -10 -16 -5 -6 25 21 -21 22 -7 -4 -25 -3 -15 28 -13 -30
right_child=2 5 3 6 17 7 -8 -9 14 -11 -12 13 -14 26 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0024260466430660876 -0.0028250421964321325 -0.0012229125047255505 0.0035237690046187129 0.0021812533603842391 0.0016017678053191853 0.00054179629139059534 0.0029695400605396385 0.0043276087145769256 0.004145855797475736 -0.0019887700366973938 0.0030253440465125695 -0.0029894290658868481 0.0032312676891413008 0.0011524267280728518 0.0037927397359240242 -0.0018837058139057144 -0.001614059254424162 -0.0029317848507001499 -0.0029636290775721403 -0.0028401907295927523 0.0010298199496893621 -0.0025950573051006396 -0.0024778457832950766 -0.0001493644936657108 0.003341281916762329 0.00210157308106893 0.0039790312218409797 0.0017624919516023307 0.0015744705647891947 -0.0012121647763909623
leaf_weight=8.2855247557163221 9.2346324473619443 3.6827812418341628 100.20208893716335 4.0425568222999599 5.6899920403957367 5.9906536191701871 9.7854160219430906 1.5830233022570599 4.3541950881481162 9.8700227141380292 12.322239927947519 3.9284613355994216 4.2808485031127921 6.1351955384016019 3.831311732530593 7.6973311826586714 18.410729430615905 3.6319664642214757 2.8598135560750952 4.5519174039363861 5.7736903578042966 148.81379887461662 6.5442687347531319 4.3472238034009916 4.9089226275682449 8.1393658593296987 5.6055604889988899 3.8562398776412001 4.4733225479722076 6.8844880610704422
leaf_count=85 127 29 484 22 39 46 46 7 20 90 60 39 23 32 18 47 146 20 28 62 43 2098 81 20 23 48 26 21 29 51
internal_value=0 -0.00150213 0.00211341 0.00237982 0.00286189 -0.00210257 0.000602214 -0.00230456 0.00308698 0.000336932 0.000782733 7.72224e-05 -0.000264291 0.000748813 0.00113856 2.74627e-06 -0.00093074 -0.000164568 0.000281047 -0.00236572 -0.000676227 -0.00247384 -0.00103471 0.0033697 0.00170187 0.00106594 0.00250197 -0.000326461 -0.000853437 -0.000114636
internal_weight=0 249.3 180.417 171.183 134.663 187.939 36.5196 173.257 125.341 61.3611 51.491 39.1688 26.7341 30.8833 15.8828 11.5286 22.4533 9.32196 14.682 171.674 10.3256 161.349 12.5349 109.458 9.25615 11.8221 11.7408 19.1425 15.2863 11.3578
internal_count=3910 2875 1035 908 671 2442 237 2337 612 433 343 283 191 198 85 65 168 59 105 2330 105 2225 127 527 43 77 58 140 119 80
is_linear=0
shrinkage=0.00260065


Tree=15
num_leaves=31
num_cat=0
split_feature=1 12 12 1 4 4 0 47 9 4 0 0 1 47 14 4 4 4 15 16 3 3 1 457 49 3 49 41 160 4
split_gain=173.869 37.843 29.9646 20.8582 14.5735 14.3545 12.4484 9.35923 9.29902 8.35204 10.1577 7.19144 6.84339 10.6681 10.0935 9.28266 10.3816 7.13138 6.60674 6.2506 5.46999 5.82974 7.61654 5.3072 5.04353 4.12072 4.78549 3.28384 5.7122 3.1027
threshold=0.10113500000000002 0.080120000000000011 0.051320000000000005 0.13026000000000001 0.22584000000000001 0.39574000000000004 -0.045139999999999993 0.084155000000000021 -0.016839999999999997 -0.48072499999999996 0.11015500000000002 -0.18901999999999997 1.0000000180025095e-35 0.077735000000000012 0.064610000000000015 0.0057500000000000008 -1.0000000180025095e-35 -0.020179999999999997 0.05377500000000001 -0.062279999999999995 0.097615000000000021 -0.10628499999999998 0.078340000000000007 0.083995000000000014 -0.075429999999999983 0.076695000000000013 -0.010424999999999999 0.081670000000000006 -1.0000000180025095e-35 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 -4 6 23 18 -1 -10 12 -9 17 14 15 16 25 -11 -2 -13 21 22 -8 29 -25 -14 -27 28 -6 -3
right_child=2 5 3 -5 27 -7 20 11 9 10 -12 19 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0040270724941551417 0.0030229513766735837 -0.0023189982911112645 -0.0020482660654113278 0.002738600548427964 -0.00038265717758573052 0.0038270894014365972 0.0023012445647600456 -0.0011447073631038914 -0.0021623261265282406 0.0017918247854510916 0.0034216551956152948 0.0029993950729751261 0.0036906631996397581 -0.0022979257156704913 -0.0024567488868185647 0.0040273295516948023 -0.0021655403685572282 -0.0026696737638691832 0.00044667791458093435 -0.00014753225633872124 0.0030984076803009428 -0.0026985216069835578 -0.002705067853232533 0.0011988846918205274 -0.0021364824063479092 -0.0011994244859476551 0.0023953106259959633 -0.0006589024870891204 0.0032601908474788059 -0.00086123290252028027
leaf_weight=3.5818718224763861 89.669251523911953 140.99502361565828 19.515848137438297 14.151508770883082 4.0157152712345114 2.5000726133584967 5.3459274619817725 5.7858988568186787 8.1848689913749677 2.6906815543770781 5.7243046388030043 10.764567553997043 4.7121414989233026 6.0937295481562606 3.7928706258535376 7.0807428508996955 4.8712750822305759 8.3385744541883451 6.0321776121854773 5.3724296316504452 2.8637738525867453 4.561127543449401 2.5479016527533531 5.1609323993325233 5.1359459906816465 3.5601322054862994 5.136682085692879 4.2378056496381751 6.2449974715709677 8.8080031201243383
leaf_count=17 460 2126 216 78 23 11 30 37 76 18 26 52 22 50 31 32 38 97 34 35 12 50 27 34 72 24 28 21 31 102
internal_value=0 -0.0012779 0.00189061 0.000307534 -0.0007039 -0.00184239 -0.00192319 0.00253886 0.000297076 7.50912e-05 0.000427256 0.0011345 5.68578e-05 0.000569436 0.00116877 0.00171099 0.000813766 -0.00158125 0.00286057 0.0019517 0.000128919 -0.000553857 0.00068535 -0.00211954 -0.000464752 0.0018961 0.000923768 0.0011057 0.0018345 -0.00223329
internal_weight=0 241.687 165.79 48.1659 34.0144 177.919 175.419 117.624 63.7679 60.186 52.0011 21.9229 46.2768 35.2476 29.1538 25.361 18.2802 11.0293 95.7014 16.137 15.3187 12.455 7.89383 160.1 10.2969 13.409 8.69681 14.4985 10.2607 149.803
internal_count=3910 2923 987 369 291 2464 2453 618 459 442 366 124 340 225 175 144 112 115 494 87 119 107 57 2334 106 74 52 75 54 2228
is_linear=0
shrinkage=0.00238286


Tree=16
num_leaves=31
num_cat=0
split_feature=1 12 52 52 50 4 133 51 4 151 14 474 3 376 150 480 12 1 15 40 47 0 2 457 151 48 1 0 13 133
split_gain=209.262 42.4454 36.7606 23.6503 16.1218 13.5632 13.2617 9.90633 9.69415 9.46682 9.41001 9.83087 7.16874 9.74588 6.95941 6.38465 5.71086 5.38356 4.98682 6.2778 6.05523 5.20339 6.8152 4.79897 5.75823 5.24294 4.73505 3.78124 3.7614 3.87663
threshold=0.099115000000000023 0.080120000000000011 -0.27466499999999994 0.26391000000000003 -0.29335499999999998 -0.15796999999999997 -0.40071499999999999 -0.10145999999999998 0.39574000000000004 -0.51118499999999989 0.077685000000000018 0.082665000000000002 -0.14818499999999998 0.048695000000000009 0.094620000000000024 0.086640000000000009 1.0000000180025095e-35 0.081005000000000008 0.05377500000000001 -1.0000000180025095e-35 0.083670000000000008 -0.18901999999999997 1.0000000180025095e-35 0.083995000000000014 -0.090064999999999992 0.085090000000000013 0.11395500000000001 -0.06340999999999998 -0.098524999999999988 -0.0056849999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 17 -6 -1 23 -8 11 12 -9 14 -14 18 -5 -3 20 -20 -11 -22 26 28 -25 -26 -23 -21 29 -7
right_child=2 5 3 16 6 8 9 10 -10 15 -12 -13 13 -15 -16 -17 -18 -19 19 27 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0022703863353562203 -0.0020099393815944098 0.0010297541697888374 -0.0030217215100199518 0.0013530150240516521 -0.0024752236691748118 -0.0028017167054105651 -0.0016543829245414035 0.0030351628214635791 0.0039468505933656318 0.0034645854244341676 -0.0032171541281151607 0.0035013271570426994 -0.0012867849265019503 0.0024948402607654794 0.0018135333834676214 5.0909584570557037e-05 -0.0023413662918585518 -0.002862587597987778 0.00378519101287447 0.0019506168129989848 -0.00029853332480725642 -0.0011581799506925417 0.0039548780531724389 -0.0027548829813083715 -0.0012938095941491315 0.003494068832628274 0.0028215925739125459 -0.0016126012599693973 -0.0025174148162322306 2.3549194246790623e-05
leaf_weight=7.934510000050067 12.850072763860224 11.835276588797567 3.1004670709371558 4.0950787514448148 2.9875950738787642 5.1206695213913918 2.8601182699203482 6.1721341460943213 1.5948360785841931 108.29527381062508 3.5563679933547965 8.4865738749504072 21.671372130513195 8.2589157894253713 5.8443740606307975 4.5943661034107199 7.5914500802755356 2.7920020520687094 4.8461808115243912 3.6672770231962204 4.7869384884834316 3.8034283965826061 10.665689781308172 4.5725402534008026 3.0011404827237111 2.8205638378858566 3.7989858537912369 3.9141883775591833 149.34548352658749 7.7765975743532163
leaf_count=85 152 77 31 24 22 64 18 26 7 514 29 38 185 41 29 28 65 28 22 18 26 21 50 62 27 16 19 25 2098 63
internal_value=0 -0.00145127 0.00210125 0.00241383 0.00267091 -0.00204524 0.00278535 0.000360265 -0.00224103 0.00288927 0.000746875 0.0010264 0.000525682 9.27262e-05 -0.000628274 0.00297686 -0.00104682 0.000286798 0.00307036 0.00154375 0.0032148 0.00204149 0.00265466 -0.00229819 -0.000637321 0.00102587 0.000830544 0.000110985 -0.00240459 -0.00109818
internal_weight=0 250.783 181.857 169.007 157.321 188.859 154.22 61.9242 174.232 151.232 53.9897 50.4334 41.9468 35.7747 27.5157 148.372 11.6865 14.6273 143.778 12.4276 131.35 23.055 18.2681 172.637 10.3942 5.8217 7.60241 7.58147 162.243 12.8973
internal_count=3910 2875 1035 883 794 2442 763 433 2337 741 348 319 281 255 214 723 89 105 695 65 630 116 90 2330 105 43 40 43 2225 127
is_linear=0
shrinkage=0.0025214


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 12 1 4 4 0 47 51 52 2 4 13 15 160 133 123 3 0 457 48 49 4 15 4 0 4 11 2 4
split_gain=158.947 35.4763 26.9116 20.7786 14.9515 12.8455 12.0659 9.78968 8.66855 8.93851 8.41517 10.3015 6.75756 6.31 5.92402 7.55666 8.68387 6.52045 4.40152 4.31964 4.2665 3.81227 3.46923 5.32712 3.30969 2.94982 2.92733 2.73333 2.45541 5.04638
threshold=0.10113500000000002 0.080120000000000011 0.085090000000000013 0.13026000000000001 0.22584000000000001 0.39574000000000004 -0.060094999999999989 0.084155000000000021 -0.10145999999999998 0.17829500000000004 0.10742000000000002 -0.49837999999999999 -0.0024749999999999993 0.14395500000000003 -0.071824999999999986 -0.069944999999999993 1.0000000180025095e-35 -0.15002999999999997 -0.23029999999999998 0.083995000000000014 0.10417000000000001 -0.075429999999999983 0.15045000000000003 -0.031229999999999997 0.5092350000000001 0.12007500000000002 0.0021050000000000005 0.087830000000000005 0.090815000000000021 -0.012554999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 -4 6 19 13 -1 14 11 -8 20 -2 -10 -16 17 -17 26 22 -9 -21 -3 -24 27 -13 -19 -6 29 -20
right_child=2 5 3 -5 24 -7 10 12 9 -11 -12 25 -14 -15 15 16 -18 18 28 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022562857202409444 0.0031579047080119525 -0.0025132762224868072 -0.0023576650245715797 0.0029876497763047026 0.0014199271821710045 0.0038739924462739572 -0.0019473276760124483 0.0006872582079630404 0.0026376286219219128 -0.0028157329485725422 -0.0020912708591066084 0.0046531699711865734 -0.0006838993493750125 0.00017670390633933784 -0.0025773042443747772 0.0028923936676095684 0.0029397819970692204 -0.00064101051082468498 0.0024059626632025131 0.00092462188546294844 0.0035947796031607368 -0.0022654160000823782 -0.002336486566300095 0.0019687301970788417 0.0030512574450380558 0.0014107734649424133 0.0025459310551378014 -0.0013170994360008489 -0.0030074743872637172 -0.0020246686374613548
leaf_weight=7.5815060660243025 88.669456340372562 129.00406627357006 18.064590763300657 13.54406228661537 6.1795019432902318 2.4643509536981574 4.2419667094945908 6.2545465081930178 11.140679396688936 4.4469512030482283 8.7191137857735139 3.8012277781963366 8.5899558961391431 4.948744684457778 4.6062366813421241 4.5011885166168168 10.028127633035181 3.6902058497071257 2.4869411662220928 5.0037853568792343 7.1302109509706497 4.8902083113789541 5.2999583184719086 2.955524876713751 4.2652039229869834 3.6129955872893333 3.9282910451292992 3.9475096166133881 4.4512607306241989 5.343702338635933
leaf_count=91 469 2057 213 76 33 11 38 29 59 34 115 23 61 28 55 20 49 23 17 33 36 72 70 26 21 19 20 21 42 49
internal_value=0 -0.00134197 0.00197658 0.000314431 -0.00080109 -0.0019495 -0.00203517 0.00263805 0.000318277 0.000675615 -0.000182066 0.00124607 0.00109468 0.00300032 0.000985039 0.000513397 0.000926892 9.96704e-05 -0.000532004 -0.00229175 0.00223613 -0.000652087 -0.00240994 -0.000795187 0.00115267 0.00307313 0.00100226 0.000353034 -0.00148371 -0.00061754
internal_weight=0 232.198 161.594 46.0009 32.4568 169.993 167.529 115.593 62.2051 54.6236 20.3753 11.6562 21.9747 93.6182 50.1766 39.036 34.4297 24.4016 19.9004 147.154 13.3848 9.89399 137.26 8.25548 14.3922 7.41422 7.6185 10.127 12.2819 7.83064
internal_count=3910 2923 987 364 288 2464 2453 623 459 368 195 80 126 497 334 275 220 171 151 2258 65 105 2153 96 75 42 43 54 108 66
is_linear=0
shrinkage=0.0025694


Tree=18
num_leaves=31
num_cat=0
split_feature=1 12 52 52 47 13 49 39 4 0 1 1 47 2 50 158 15 13 43 2 3 13 4 2 150 3 42 12 12 484
split_gain=161.104 35.9461 27.322 17.5227 13.6852 13.0489 9.07162 8.74263 8.55543 10.4123 8.55252 8.35111 7.57897 9.0855 6.24211 6.50792 6.18957 5.67862 6.17493 5.63544 5.60997 5.41015 5.25422 4.83109 4.6345 4.50866 4.81226 4.34352 3.83527 3.55456
threshold=0.10113500000000002 0.080120000000000011 -0.27466499999999994 0.26391000000000003 0.083670000000000008 -0.098524999999999988 -0.080034999999999981 0.019850000000000003 -0.48072499999999996 -0.072864999999999985 1.0000000180025095e-35 0.13501500000000002 0.077735000000000012 0.091025000000000009 0.041865000000000006 0.085110000000000005 0.05377500000000001 -0.067699999999999996 -0.053009999999999995 0.093070000000000014 -0.044019999999999997 0.076210000000000014 0.0057500000000000008 0.089910000000000004 0.085425000000000015 -0.11266 0.085465000000000013 1.0000000180025095e-35 0.096675000000000025 0.079595000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 16 14 21 11 -1 10 -10 -6 13 22 15 23 -4 -18 -19 -11 -21 24 -12 -3 -7 26 29 -5 -25 -8
right_child=2 5 3 27 7 6 25 -9 9 19 12 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.002186220167080834 -0.0019662008412474202 -0.00078530809601332183 0.0031916934105035012 0.0011756638613229409 -0.0011982381666407744 0.00078167592423556581 -0.002435948032652457 0.0027630731297673431 -0.0024122576549938518 0.0042924528875081854 -0.00079612012978061962 0.0033601265949561284 -0.0020734364913575121 0.003124330129851621 -0.0029333894246325984 -0.0031702437659192478 0.0038588862442244338 0.0024050903909530932 -0.0021757370666087607 0.0031631254675159003 -0.0011928327271036492 0.0035423538903038882 0.0033811535682276152 0.0043855812873275233 -0.0029755040255091216 -0.0025886763075161504 0.0026133484211238317 -0.0022816773694425948 0.00092717983189286968 0.001389949891560247
leaf_weight=8.0633238032460195 10.963835146278141 4.2819684371352222 101.2539993673563 4.1103958413004857 13.446790695190435 4.9924970120191556 8.4991470389068109 10.866728290915487 8.0733037590980512 7.0035441219806662 12.167193531990057 3.4986257851123801 5.8344619125127783 10.452674739062784 3.9223189875483504 2.4354643151164046 3.770226225256919 3.8072664961218825 4.3612604215741149 4.2724739313125601 3.9127499014139167 2.3545409664511672 2.5088803321123114 4.3250527828931791 4.1555326581001282 126.8670949190855 2.1725755110383025 6.4474104791879654 4.5403569862246513 2.0899785980582228
leaf_count=77 138 43 528 23 104 39 99 52 93 33 88 18 50 52 51 25 18 19 28 19 31 13 16 30 50 2055 20 59 25 14
internal_value=0 -0.00136915 0.00204042 0.00233025 0.00257479 -0.00199296 -0.00225407 0.00092294 0.000339757 0.000715371 -3.03066e-06 -0.000257098 0.000625148 0.00125171 3.01576e-05 0.000776105 0.00298065 0.00119081 -4.06604e-05 0.00256173 0.00108086 -1.05778e-05 -8.20136e-05 0.00150714 -0.00092504 -0.00243889 -0.000949781 -0.000935655 0.00261439 -0.00168083
internal_weight=0 232.925 162.527 151.563 141.005 170.637 151.131 27.8121 62.2886 54.2253 39.0365 16.9454 30.9632 25.1287 19.5052 15.5828 113.193 11.9388 8.16853 15.1888 8.18522 11.5026 14.6761 13.1474 9.14803 139.629 12.7617 10.5578 8.86541 10.5891
internal_count=3910 2923 987 849 767 2464 2290 174 459 382 299 122 206 156 174 123 593 65 47 83 50 102 104 98 89 2188 133 82 55 113
is_linear=0
shrinkage=0.00262826


Tree=19
num_leaves=31
num_cat=0
split_feature=12 4 1 1 13 48 4 0 1 457 42 15 4 15 151 47 16 16 48 1 41 12 2 49 47 48 14 49 4 0
split_gain=165.728 55.9715 36.6437 17.8987 15.4546 13.5766 13.7329 11.1477 8.58567 8.26548 7.35198 6.95265 10.3893 6.25112 5.86969 5.79835 4.78341 7.41519 4.62274 4.55592 4.47039 3.85118 3.85659 3.54193 3.33261 5.43879 2.61748 2.54783 2.40409 2.25325
threshold=0.051320000000000005 0.28937500000000005 0.092385000000000009 0.13026000000000001 -1.0000000180025095e-35 0.11028500000000001 -0.16401499999999997 -0.035699999999999989 0.078340000000000007 0.081330000000000013 0.086825000000000013 -0.008624999999999999 -0.44477499999999992 0.041585000000000004 -0.090064999999999992 0.09252500000000001 -0.17157499999999998 -0.30307999999999996 0.08346000000000002 0.088495000000000018 0.082980000000000012 -1.0000000180025095e-35 0.089910000000000004 -0.065249999999999989 0.084155000000000021 0.10417000000000001 -0.13131999999999996 -0.064499999999999988 -0.15796999999999997 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 7 24 6 -6 9 10 16 29 21 -13 19 -11 23 17 -2 -16 -14 -3 -1 -23 -8 -4 -26 -25 -5 -18 -9
right_child=1 20 4 27 5 -7 15 8 -10 14 -12 12 13 -15 18 -17 28 -19 -20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0026477650980053181 -0.0021194146465631056 0.0033212716575858748 0.0034739472494741699 0.0036892045294550911 -0.0026172218560669065 -0.0013803195831673517 0.001277116392433006 0.0039245238738465256 -0.0023293346118326433 -0.0024165441033641836 -0.0021568228345783206 -0.0021628475917663671 0.0040232752918445917 -0.0011049992617696146 -0.00093845004009517345 -0.00048679291387114228 0.00025557364246211068 0.0018164907652983404 0.003269295061275759 0.00055965437240826279 0.0003389108348882906 -0.0016714541119177556 0.0014920525656591953 0.0020220153314210953 0.00052989667436200848 0.003687949221893807 0.0038938616117017242 0.0005481722850776429 -0.0025599823210849014 0.0012708915953544653
leaf_weight=8.8177572712302208 11.757761333137752 15.85337231308222 71.286883667111397 3.7321920841932297 3.8240476846694937 9.541461452841757 6.9127576872706404 3.9133933596313017 7.5357204154133788 4.5695923529565334 3.2100500836968413 5.8354202434420612 7.6735716164112073 3.5265085697174063 3.2405408918857557 3.761271856725215 2.0892438217997542 4.4938357546925536 3.9171227067708969 3.8855922967195511 4.350652039051055 6.1339984983205795 4.565681554377079 6.991861596703532 7.3772124946117383 7.4392457008361816 18.49898761510849 3.3093459978699675 146.39753429964185 4.8881733268499374
leaf_count=95 131 78 366 19 37 61 38 22 96 65 35 51 39 28 29 27 18 37 22 28 22 50 29 35 35 37 95 23 2236 26
internal_value=0 -0.00145782 0.00192377 -0.00186944 0.00257296 0.00141305 0.00207956 -0.0020161 -0.000148674 -0.00222296 0.00121941 -0.000253675 0.000790091 0.00193234 -0.000108932 0.00257619 -0.00237345 -0.00103107 0.00136429 0.00285899 0.00267906 -0.00137251 -0.000321548 0.00293173 0.00324019 0.00211553 0.00338043 0.002213 -0.00252037 0.00245076
internal_weight=0 223.259 176.072 203.055 135.634 49.5304 39.9889 196.013 19.5473 176.466 12.0116 40.4385 20.9211 15.0857 11.7273 36.1649 164.738 16.2516 7.15766 11.5592 20.204 19.5174 10.6997 32.4036 86.1033 14.8165 25.4908 7.04154 148.487 8.80157
internal_count=3910 2859 1051 2759 731 293 232 2717 179 2538 83 320 146 95 116 195 2422 168 51 67 100 174 79 168 438 72 130 42 2254 48
is_linear=0
shrinkage=0.00260619


Tree=20
num_leaves=31
num_cat=0
split_feature=1 12 52 159 13 151 133 4 51 50 14 160 133 49 123 51 3 133 3 160 12 52 3 52 50 47 13 160 3 0
split_gain=203.488 42.3517 37.3208 24.0879 13.7946 12.861 12.6767 10.5464 9.14339 9.23501 10.0178 8.72395 9.52677 8.1282 7.84107 7.17354 6.86475 7.59597 6.31439 6.13015 5.899 5.8345 5.14503 4.70407 11.9843 5.30839 8.43471 4.66974 4.25896 4.68394
threshold=0.099115000000000023 0.080120000000000011 -0.27466499999999994 -1.0000000180025095e-35 -0.098524999999999988 -0.51118499999999989 -0.40071499999999999 0.51697500000000007 -0.10145999999999998 0.096815000000000012 0.077685000000000018 -0.046074999999999991 -0.0023199999999999996 -0.081629999999999994 1.0000000180025095e-35 -0.26158999999999993 -0.14818499999999998 -0.0056849999999999991 -0.14818499999999998 0.084100000000000022 -0.0089849999999999982 -0.066329999999999986 -0.080244999999999997 0.12539500000000003 0.11219500000000002 0.10280000000000002 -0.023539999999999995 -0.091109999999999983 -0.11266 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 7 16 -5 -7 -4 -1 10 11 27 -13 19 18 -8 -3 -18 -14 -6 -20 -22 -19 25 -25 -17 -27 -10 29 -15
right_child=2 4 3 5 13 6 15 -9 9 -11 -12 12 14 28 -16 23 17 22 20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0028040883647341172 -0.0025488054766393022 -0.003616630826995653 -0.0017676670769840651 -0.0026437412836406949 -0.0020513262472246214 -0.0032006818040524747 -0.0021269518651206082 0.0051564531507010021 0.0006676173022977217 -0.0040286539513785689 -0.0039981721006591593 -0.0028906670986160567 0.0044113844590735023 -0.002755008757399909 0.0043348141394436357 0.0042449888161002636 -0.0021759686706017043 0.0056831974876991268 -0.0037878880081198504 0.0030258379079189449 -0.001552520550967223 0.0026954200760524903 0.00089777154962879778 -0.0015451786885064553 0.0053621855863881657 0.0041409481142578846 -0.0013829554266339098 0.0054574981199341874 -0.003234837188877778 0.0014017943138857237
leaf_weight=7.4957616776227942 13.039277136325834 4.3655168935656574 13.610351674258711 3.4477194249629965 6.6136538535356504 2.7522166296839705 2.1028834506869307 2.7555039227008811 2.8444315493106833 3.5466513633728018 3.3848223388195029 5.612514302134513 3.8094642162322989 7.7898015975952148 8.3987701386213285 121.26655633747578 5.2936392724514016 3.6148366928100586 3.7071518525481251 3.9610455483198166 6.0723372399806994 7.5636670216918027 6.6388530507683718 5.4106104299426061 5.0671658664941788 7.453961193561554 4.692338287830351 8.3286753892898542 140.31240504980087 4.4296915009617788
leaf_count=85 152 50 110 21 65 19 23 12 20 27 28 59 16 95 38 580 61 23 34 27 41 50 39 30 24 34 30 35 2052 30
internal_value=0 -0.00180121 0.00271193 0.00311888 -0.00257636 0.00351899 0.00366183 -0.000601859 0.000533511 0.00100317 0.00136209 0.00175364 0.000964221 -0.00288597 0.00169636 0.0037912 -4.03384e-05 0.000963845 0.000648741 -0.000149534 -0.000177733 0.000803742 0.00258483 0.00387769 0.0017953 0.00404123 0.00200696 0.0042381 -0.00307568 -0.00124813
internal_weight=0 243.784 181.599 168.559 183.019 152.193 148.746 16.3659 60.7642 53.2685 49.7218 46.337 35.1639 163.107 29.5514 145.994 19.9128 15.5473 21.1526 10.5747 17.3432 13.636 10.2537 143.891 10.4778 133.413 12.1463 11.1731 152.532 12.2195
internal_count=3910 2875 1035 883 2442 761 740 122 433 348 321 293 238 2269 179 721 173 123 141 92 125 91 62 698 54 644 64 55 2177 125
is_linear=0
shrinkage=0.00322758


Tree=21
num_leaves=31
num_cat=0
split_feature=4 123 3 151 133 50 47 39 1348 52 12 40 1 12 1 3 12 13 11 42 484 0 15 0 16 4 47 457 3 16
split_gain=203.905 75.8478 44.5222 33.2604 25.645 19.276 13.1818 13.0861 8.25063 7.16249 5.47568 5.25568 9.28052 4.85237 3.57744 3.45236 14.4473 6.39228 2.60053 3.28431 5.83993 6.98841 3.2004 2.26812 5.21009 2.155 1.87829 1.7374 1.85128 2.63229
threshold=0.28937500000000005 1.0000000180025095e-35 0.16699000000000003 -0.27336999999999995 -0.0023199999999999996 0.11901000000000002 0.11861000000000001 0.13419 0.090050000000000005 0.14114500000000005 -1.0000000180025095e-35 0.0034800000000000005 0.084600000000000022 -0.095029999999999989 0.11353000000000001 -0.100615 0.051320000000000005 0.11202500000000001 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.060094999999999989 0.079360000000000014 -0.14070999999999997 -0.011964999999999998 0.0037100000000000002 0.096475000000000019 0.082870000000000013 0.090325000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -3 6 26 8 11 13 -4 15 -13 -6 -12 16 17 -1 19 -18 -21 22 -22 24 27 -15 -5 28 29 -17
right_child=3 4 10 5 9 -7 -8 -9 -10 -11 14 12 -14 25 -16 23 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027154757167931025 -0.0045248640444982367 -0.0034425089054184433 -0.0012986574506620753 0.0028701856889478865 -0.00045833588398415588 -0.003003416504709398 -0.0020935181384276638 0.0009417454370941982 0.00027980861702303872 -0.0016113903758174048 7.7384241886564872e-05 -0.0036807356828022237 0.0016179265314214069 0.0030309795885325027 0.0030293751142910696 -0.0018980195488656347 -0.0034016340302187621 -0.0017376898634179877 -0.0036159783765235529 -0.0039937271820230892 -0.00094735178446960324 0.00052103637088578921 -0.0033037589979855149 -0.0033038396344343551 -0.00088084603283707346 0.0010916007876229387 0.0012048645682190514 -0.0021421428186565467 -0.004216618068591766 -0.0040755545674356318
leaf_weight=3.7558367252349845 4.8579357266426078 7.1365658640861502 3.9691862165927878 50.177253201603889 3.5079050511121777 4.1164142638444892 3.5572908222675315 4.6743830591440192 4.1413093954324713 3.3386943787336341 3.6548142582178098 4.1489848494529715 3.6943587064743042 16.520603567361839 7.2250258773565292 7.4795341342687625 23.129039153456688 3.8686972558498383 29.824989527463913 7.7023480385541943 5.3031950145959881 6.761558160185813 9.5328925400972349 507.09756626188755 7.5416320860385886 4.2610332369804373 4.3513518869876853 7.9248126894235602 10.55641148984432 5.8482841700315511
leaf_count=23 20 34 21 348 19 18 16 27 22 17 21 19 22 110 48 33 113 19 141 35 24 30 44 2493 37 26 24 35 45 26
internal_value=0 -0.00283502 -0.00301729 0.00160257 0.000666465 0.00208112 0.00244145 -0.00311196 -0.00314119 0.00172784 0.0011459 -0.00316318 -0.00118497 0.00218683 0.00203773 -0.00318757 -0.00274596 0.000455934 -0.00304276 -0.00271668 -0.00217599 -0.00152773 -0.00246146 -0.0032602 -0.00269786 0.00263333 0.00273729 -0.00312866 -0.00345599 -0.00285353
internal_weight=0 702.6 667.835 67.0602 34.7648 62.2023 58.0859 652.986 648.311 27.6282 14.849 644.17 7.84334 24.2895 10.8798 636.327 89.8786 7.62453 82.254 52.429 29.3 21.5976 14.8361 546.448 39.3507 20.7816 54.5286 31.809 23.8842 13.3278
internal_count=3910 3484 3278 426 206 406 388 3188 3161 172 90 3139 41 155 69 3098 429 42 387 246 133 98 68 2669 176 136 372 139 104 59
is_linear=0
shrinkage=0.00243148


Tree=22
num_leaves=31
num_cat=0
split_feature=1 12 12 4 2 13 48 4 3 9 3 123 133 52 16 1429 47 15 3 0 11 41 12 0 1429 38 49 50 2 14
split_gain=163.06 33.7495 29.3536 19.3853 13.5267 12.9509 16.4681 11.5987 9.69632 9.47768 7.31169 8.23583 8.21101 6.53383 4.98546 7.05978 4.96762 6.05792 4.65846 6.20817 4.91391 4.4103 3.75021 3.42671 3.35303 3.34431 2.96356 2.95766 4.52868 2.78779
threshold=0.10113500000000002 0.051320000000000005 0.080120000000000011 0.22584000000000001 0.12918000000000002 -1.0000000180025095e-35 0.11930500000000001 0.39574000000000004 0.097615000000000021 -0.016839999999999997 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.12461500000000002 0.081265000000000018 0.084710000000000021 0.096475000000000019 0.024640000000000006 -0.097604999999999983 -0.060094999999999989 0.079700000000000007 0.081670000000000006 -0.0089849999999999982 0.12500000000000003 0.08401500000000002 0.10657000000000001 -0.14917999999999998 0.087260000000000018 0.090545000000000014 -0.46510999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 4 -3 25 16 8 18 -1 -11 14 -13 21 15 22 17 29 19 24 23 -5 -12 -21 -4 -2 -20 28 -24 -7
right_child=1 3 7 13 -6 6 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 26 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003984079706435494 0.0031362836714320598 -0.0022901872447445041 -0.0025405891724182869 0.0029571575659731674 0.0028396236355657232 0.00070275945651538405 -0.0019092566057889624 0.0034137823263741189 0.0010018283873274737 0.0018803465727456991 -0.0027733949035762509 -0.0029636395483309936 0.0019469893942232412 -0.0016488848962433558 -0.0029499648555375516 0.0028834521677567897 -0.00099213411320320851 -0.00049379730125849095 -1.1349127987792276e-05 0.0022744540553789024 -0.002944671445796119 0.00018211005005852444 -0.0011760099042259931 -0.00096914059001689825 0.0011399767250247141 0.0010018598752342708 -0.002554747245748161 -0.0030678535249468561 0.0014266587428010029 0.0031898156717426163
leaf_weight=3.2707983702421179 64.506405532360077 24.588979735970501 20.688026838004593 13.422629490494733 3.8627557605504981 3.4004202634096243 8.8377722427248937 2.38329854607582 5.8221310526132575 7.6307397484779349 7.6301750093698528 2.7750831469893447 10.886243037879465 3.4116040915250769 9.509585924446581 2.9811104834079734 3.190002776682376 4.1294189542531958 3.030101314187049 5.2683628946542722 2.7238526344299308 5.1449887156486502 13.896089419722562 3.5342685431241989 1.7429114952683438 5.1478781104087821 164.37544427067041 3.0168910771608344 6.3149272054433814 21.025150433182716
leaf_count=17 363 231 228 70 22 18 51 11 25 35 69 27 53 20 91 15 20 23 20 32 25 26 97 19 13 25 2091 23 32 118
internal_value=0 0.00152181 -0.00170425 -0.000205036 -0.00159374 0.0023118 0.00116745 -0.00217609 -0.00224039 -0.000248205 -0.000462357 -0.000775925 0.000949473 0.00159262 -0.00131968 -0.000861536 0.00202401 0.00236095 -0.00233414 -0.0014735 4.65532e-05 0.00218821 -0.00122333 0.000972146 -0.0022546 0.00297854 -0.00250871 -0.000714144 -0.000362807 0.00284358
internal_weight=0 160.668 277.48 50.431 28.4517 110.237 40.5828 209.568 207.185 67.9116 64.6408 57.0101 13.6613 21.9792 43.3488 33.8392 31.745 28.555 201.363 33.9574 11.5265 18.5676 30.8581 8.80263 22.4309 69.6543 167.406 23.2279 20.211 24.4256
internal_count=3910 987 2923 369 253 618 230 2464 2453 459 442 407 80 116 327 236 179 159 2428 317 76 96 221 51 241 388 2111 152 129 136
is_linear=0
shrinkage=0.00254841


Tree=23
num_leaves=31
num_cat=0
split_feature=4 123 3 151 133 50 47 39 1348 52 13 12 1 40 1 3 484 0 475 457 3 12 49 4 11 4 47 12 1 3
split_gain=170.406 61.5986 37.5245 29.8385 23.0046 19.7824 12.3528 11.216 8.73051 6.75489 6.30053 5.11284 4.43524 4.348 8.00775 4.26302 2.41859 2.73358 6.37429 4.33177 3.37743 11.9575 2.48023 2.35579 2.17721 6.17905 2.02955 1.60111 2.34195 1.55386
threshold=0.28937500000000005 1.0000000180025095e-35 0.16699000000000003 -0.27336999999999995 -0.0023199999999999996 0.11901000000000002 0.11861000000000001 0.13419 0.090260000000000021 0.14114500000000005 -0.49820499999999995 -0.095029999999999989 0.11353000000000001 0.0034800000000000005 0.084600000000000022 -0.34922499999999995 -0.0068949999999999992 -0.13027499999999997 -0.061639999999999993 0.081330000000000013 -0.10628499999999998 0.082275000000000015 -0.029304999999999998 0.0037100000000000002 0.08184000000000001 -0.14301 0.096475000000000019 0.084645000000000012 0.087545000000000026 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -3 6 26 8 13 11 -4 -6 -12 15 -15 -1 -17 18 -18 22 21 -19 -20 -13 25 -23 -5 28 -24 -22
right_child=3 4 10 5 9 -7 -8 -9 -10 -11 12 23 -14 14 -16 16 17 20 19 -21 29 24 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062528525723011259 -0.0042561668861501832 -0.0033651826718121836 -0.0019975723201666961 0.0027351873005444336 -0.00072424429257957155 -0.0032175475140993138 -0.0020442517796180693 0.00080737813414045946 0.00069507845785284951 -0.0016898193843641284 -0.00035332025564453555 0.0029006980339327405 0.0029066352128998504 -0.0035028667289425299 0.001445828760834668 -0.003369752043399398 2.6603162609524396e-05 0.0017381941187689059 -0.0042565104092436778 -0.0010694518186850118 -0.003127326049435586 2.4747712413249828e-05 -0.0028520319160250623 0.00084003289893297254 -0.0033854504067817176 -0.0029507925907404113 0.00098796127397890584 -0.0033732153731070133 -0.00080911900869334809 -0.0017674195060142955
leaf_weight=4.1327785253524771 4.8558537811040869 6.9528612792491904 3.11739508062601 45.408298172056675 3.3521230146288898 3.9927875697612754 3.4988824725151053 4.4410139620304099 3.62320253252983 3.245468705892562 3.5105634927749616 15.02552461624146 7.3048127740621567 4.006605550646781 3.4637183919548988 112.47516219317913 5.2856629043817511 3.608184151351451 8.0160370618104917 7.2616276592016211 394.59943976998329 5.0916025936603573 10.337387531995775 3.9885864481329909 18.820811554789543 17.919109493494034 4.1197206974029532 12.691376894712446 4.6097279340028754 4.8320474326610556
leaf_count=23 20 34 16 348 19 18 16 27 20 17 21 110 53 19 22 570 25 21 35 34 2034 23 48 26 94 89 24 62 21 21
internal_value=0 -0.00271794 -0.00288087 0.0014158 0.000479828 0.00189883 0.00228408 -0.00296708 -0.00299408 0.00152364 0.000987948 0.00198993 0.00184849 -0.00301574 -0.00120834 -0.00303789 -0.00305435 -0.00298241 -0.00244324 -0.00274744 -0.00304083 -0.00242508 -0.00308919 0.00246843 -0.00278418 -0.00229239 0.00258985 -0.00275062 -0.00222199 -0.00311087
internal_weight=0 671.713 639.148 61.8755 32.5646 57.0197 53.0269 625.215 620.774 25.6117 13.9328 22.3662 10.8154 617.151 7.47032 609.681 605.548 493.073 48.2018 42.9162 444.871 45.4397 35.6545 19.0141 41.8315 23.0107 49.528 27.6385 14.9471 399.431
internal_count=3910 3484 3278 426 206 406 388 3188 3161 172 90 155 74 3141 41 3100 3077 2507 225 200 2282 227 166 136 206 112 372 131 69 2055
is_linear=0
shrinkage=0.00238356


Tree=24
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 48 4 4 9 3 3 376 47 15 147 1 124 0 16 49 160 4 14 15 1456 15 2 3 484 52
split_gain=164.877 38.2033 25.3069 22.2993 17.0393 15.7697 12.6909 10.1507 9.72273 8.8447 7.57976 8.04297 7.112 6.70313 5.52881 4.05867 3.94049 3.84355 3.82783 3.74241 4.66524 3.6388 3.01558 2.69127 2.5686 3.77164 4.30745 2.40075 5.38411 3.89769
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.11930500000000001 0.22584000000000001 0.39574000000000004 -0.016839999999999997 0.097615000000000021 -0.15121499999999996 0.048695000000000009 0.096475000000000019 0.024640000000000006 0.085900000000000018 0.092550000000000007 -0.088569999999999996 -0.10071499999999999 -0.19424999999999998 -0.080034999999999981 0.084100000000000022 0.5092350000000001 -0.23083499999999998 -0.11739999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090695000000000012 -0.11266 0.073820000000000011 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 16 12 -3 9 -1 19 -10 14 13 22 17 -13 -2 18 -12 20 -4 23 -6 -8 -20 26 -26 28 29 -21
right_child=1 3 7 -5 5 -7 21 -9 10 -11 11 15 -14 -15 -16 -17 -18 -19 24 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0040559083768963271 0.0011051970730063037 -0.0028188419657089684 -0.0024526578336856891 0.0024886230471081283 0.0012581953697031801 -0.0022568277972395824 -0.0020519185394116471 0.0032282396955472543 0.0016936490940295983 0.00072370628742861255 -0.0033215387475264892 -0.00035887202110498792 -0.0016858360416596599 -0.00085997394167291314 0.00122717137788019 0.0031715789809001575 0.0032857954018533269 -0.002835279614951215 -0.0028214966214872949 -0.00316022335207431 0.00059539753057218233 0.0026528625784313135 0.0034211645959200078 0.00071679505064276504 -0.0021849547792755337 0.0020253031849780403 0.00090746722828361403 -0.0028405117671698732 0.00088823036670678511 -0.00016693058983150748
leaf_weight=3.0890099406242362 6.8609338849782935 24.908499419689178 10.758204594254495 12.935525611042975 6.6791950166225531 9.4405848085880262 4.4644130915403357 2.2681966722011557 7.5326776653528205 5.9257752895355216 5.3439171835780099 6.2544934898614866 3.9194766655564299 4.3866425901651374 4.5488703176379195 3.948841318488121 60.315529003739357 19.767564274370677 3.6821140646934571 15.240101814270025 5.7159303352236739 3.8596930652856818 16.95291031897068 6.281941905617713 8.6212871298193949 3.9675149768590883 5.4743296578526488 197.04938328266144 4.1769765987992278 4.1047047823667517
leaf_count=17 36 213 85 76 35 51 21 11 35 25 43 32 22 23 27 21 355 155 25 130 31 21 101 33 51 21 32 2125 23 34
internal_value=0 0.00129215 -0.00209501 -0.000618493 0.00221531 0.000838996 -0.00163564 -0.00251277 -0.000676602 -0.00256637 -0.000888035 -0.00120369 0.00175409 0.00223529 -0.00164257 0.00100746 0.00306308 -0.00192117 -0.00125412 -0.00264861 -0.00139509 0.000382135 0.00280984 -0.000433426 -0.000746048 -0.000322974 -0.000983948 -0.00274224 -0.00191895 -0.00252509
internal_weight=0 161.005 317.47 52.4501 108.555 41.3788 39.5145 245.239 72.2306 242.971 69.1416 61.6089 31.9382 28.0187 51.4056 10.2033 67.1765 46.8567 27.0892 237.045 16.4741 14.606 23.6321 10.7464 21.7452 18.0631 14.0956 220.571 23.5218 19.3448
internal_count=3910 987 2923 364 623 232 288 2464 459 2453 442 407 181 159 354 53 391 327 172 2428 116 75 136 54 129 104 83 2312 187 164
is_linear=0
shrinkage=0.00272645


Tree=25
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 48 4 4 3 9 3 123 133 47 15 11 16 475 38 49 160 150 14 3 484 52 16 12 2 16
split_gain=143.939 34.2007 22.9824 19.7957 15.9214 14.1078 11.4059 9.18802 7.99931 6.83741 6.42086 6.9529 7.39504 6.37263 6.20855 4.38186 4.07737 5.66336 3.92658 3.68633 4.38417 3.10563 2.96364 2.44852 4.85532 3.86947 2.51902 2.87163 2.38014 2.31578
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 0.39574000000000004 0.097615000000000021 -1.0000000180025095e-35 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.096475000000000019 0.024640000000000006 0.088315000000000018 0.081265000000000018 -0.061639999999999993 0.10657000000000001 -0.080034999999999981 0.084100000000000022 0.090145000000000017 -0.23083499999999998 -0.11266 0.073820000000000011 0.092550000000000007 -0.17157499999999998 0.087215000000000015 0.13606000000000004 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 6 18 13 29 8 19 -1 -11 16 -13 14 22 -8 17 -12 -2 20 -4 -19 -6 24 25 -21 27 -25 -5 -3
right_child=1 3 7 28 5 -7 15 -9 -10 10 11 12 -14 -15 -16 -17 -18 21 -20 23 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0034886766141786186 0.0034476181970805233 -0.00092820651430145624 -0.0026260831865112765 0.0011913195206967981 0.0012455940354685001 -0.0024100546571351939 0.0031813010043219721 0.0033925608492986004 0.0006630175539075971 0.001668298144993598 0.0016193521140237615 -0.0035212979954024463 0.0017839541521029979 -0.0017907959417128394 -0.0009483612100511284 -0.0008197609902905825 -0.0034919854602183109 -0.0022869352732010004 0.00069143293145580589 -0.0034116197615864687 0.00063473221630408114 0.00014137728490148696 0.0036396227882985028 0.0011368639654269937 0.00085821759439577933 -0.00010480946521025101 -0.0031505598066968541 -0.0025505235331369541 0.003805954471734996 -0.0031462374179403634
leaf_weight=3.2404506951570502 58.060816720128059 5.1313381046056739 10.360096119344236 5.9168625771999341 6.4889405667781928 9.2638688683509809 4.4565627574920637 2.1873381137847892 5.9419699460268012 7.4119001328945151 4.9180792346596709 3.0137058049440375 10.518461793661116 3.8614588230848303 4.3585157245397559 5.3944259285926819 10.256565384566782 25.019344381988052 5.005777195096015 14.440910518169408 5.6979995146393767 5.7805825620889655 15.923581346869467 2.5407639518380147 4.2269037067890158 4.0368745252490035 174.73710181564093 7.2734010890126228 6.5297741293907166 23.0442338436842
leaf_count=19 366 27 85 36 35 51 24 11 25 35 25 27 53 22 23 28 91 181 25 130 31 28 101 20 23 34 2031 74 40 209
internal_value=0 0.00130795 -0.00224436 -0.000705506 0.00229496 0.000818707 -0.00177534 -0.00269817 -0.00275628 -0.000747296 -0.000952418 -0.00127884 0.000602438 0.00179515 0.00231239 0.000990309 -0.00183258 -0.00135607 0.00322885 -0.00284727 -0.00146903 -0.00183119 0.0029465 -0.00295405 -0.00202876 -0.00268918 -0.00306789 -0.00159591 0.00256301 -0.00274229
internal_weight=0 153.436 301.602 50.4732 102.963 39.8964 38.0266 231.443 229.256 70.1591 66.9186 59.5067 13.5322 30.6325 26.771 9.85099 45.9746 35.718 63.0666 223.314 16.0581 30.7999 22.4125 207.256 22.7047 18.4778 184.551 9.81417 12.4466 28.1756
internal_count=3910 987 2923 364 623 232 288 2464 2453 459 440 405 80 181 159 52 325 234 391 2428 116 209 136 2312 187 164 2125 94 76 236
is_linear=0
shrinkage=0.00298592


Tree=26
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 4 4 38 14 4 3 376 475 48 149 150 4 13 484 4 160 1 1 457 49 43 3 13 133
split_gain=125.445 29.7937 21.348 18.1886 18.1158 18.6959 8.04395 8.08075 8.00103 6.6331 7.96861 11.6394 7.80826 6.78497 6.3999 6.49457 5.45149 6.86814 5.29904 4.94552 4.4824 4.32986 4.2554 4.2386 3.25172 3.21878 3.11634 3.07059 2.5442 2.82822
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.086785000000000015 -0.045299999999999993 0.11800500000000001 0.39574000000000004 -0.15796999999999997 0.11576000000000002 0.077685000000000018 -0.48072499999999996 -0.11171999999999999 0.048695000000000009 -0.029109999999999997 0.12862000000000004 0.10096000000000001 0.083205000000000015 0.0057500000000000008 -0.074599999999999986 -1.0000000180025095e-35 -0.00072999999999999985 -0.24211499999999997 0.081005000000000008 0.14000500000000002 0.083995000000000014 -0.075429999999999983 -0.053009999999999995 -0.10628499999999998 -0.098524999999999988 -0.0056849999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 9 4 18 14 7 19 -2 10 -1 -12 13 -13 15 21 -15 -18 -3 -4 -14 -6 27 -5 28 -26 -20 -21 29 -9
right_child=1 3 6 23 5 -7 -8 24 -10 -11 11 12 20 16 -16 -17 17 -19 26 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0025745550956336404 0.0030537609877024324 0.0017264789555436371 -0.0032259404049873809 -0.0019708507580167489 7.5822589270178422e-05 -0.0036096098420119556 0.0027684240539958167 -0.0029280098394774039 -0.0012252001119269478 -0.0034191575570407576 0.0031480759375929206 0.0020541054002747756 0.0033431863320557069 -0.0020665355449508462 -0.00099433977236588903 -0.0012633706318024253 -0.0015579207602741663 0.002761684456550611 0.00055248396153224585 0.0022944738478922395 -0.00044670650471593176 0.0028966484975764535 -0.0030152139497727714 0.00081839294458311163 0.00012891055174056405 -0.0024928662981146968 -0.0026781581123206228 -0.00049398189330378446 -0.0026492575000853454 -0.00061244460888934516
leaf_weight=9.3665007874369604 44.01406018435955 2.9493862763047245 3.7067609503865269 22.942417234182361 4.0124953091144553 4.143491990864276 2.09497445821762 5.8439444825053206 3.1327085793018332 5.1886447444558135 6.8977653682231894 4.3974429741501799 5.0257207453250885 22.904870137572289 4.0946150273084632 3.0599756091833106 6.0268538668751699 4.1664448827505112 2.4346809089183816 5.1353054195642471 3.5736964493989927 39.41548815369606 2.3114839866757384 4.3351706415414801 6.1941971331834793 6.3433238714933378 11.148650147020813 5.4454803243279439 168.94564533978701 8.9158902466297132
leaf_count=77 293 18 28 176 23 26 11 64 16 36 36 23 28 181 20 17 35 21 18 25 22 256 21 23 34 72 101 34 2112 63
internal_value=0 0.00107813 -0.00187734 0.00026888 0.000956551 0.00167349 -0.00227602 -0.00232567 0.00276944 -0.000608738 -0.000374896 1.38952e-05 -0.000455111 -0.000965016 0.00210625 0.00237935 -0.00136614 0.00020769 -0.00141663 -0.000592478 0.0017682 0.00263602 0.000164691 -0.00152756 -0.00247228 -0.00119757 -0.0020991 0.000859374 -0.00255927 -0.00152926
internal_weight=0 145.683 282.485 98.5364 71.2588 54.7261 214.937 212.842 47.1468 67.5479 62.3593 52.9928 46.095 37.4956 50.5826 46.488 33.0982 10.1933 16.5327 16.599 8.59942 43.428 12.8923 27.2776 196.243 12.5375 13.5833 10.5808 183.705 14.7598
internal_count=3910 987 2923 678 479 342 2464 2453 309 459 423 346 310 260 316 296 237 56 137 108 50 279 80 199 2345 106 119 59 2239 127
is_linear=0
shrinkage=0.00258699


Tree=27
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 48 4 3 4 9 3 376 47 147 15 0 3 0 1 16 124 1 4 14 15 16 457 0 3 49
split_gain=150.568 33.7882 25.7413 19.6649 14.4681 12.6508 12.352 9.40424 9.33603 8.82416 6.61194 7.47713 6.04099 5.64265 5.4387 4.1886 3.99971 6.02655 4.38005 3.95781 3.88272 3.48958 3.42641 3.09338 2.67545 2.55404 2.8688 2.43022 4.14373 2.78668
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -1.0000000180025095e-35 0.11930500000000001 0.22584000000000001 0.097615000000000021 0.39574000000000004 -0.016839999999999997 -0.15121499999999996 0.048695000000000009 0.096475000000000019 0.085900000000000018 0.024640000000000006 -0.10071499999999999 -0.100615 -0.060094999999999989 0.081005000000000008 -0.19424999999999998 -0.088569999999999996 0.092550000000000007 0.5092350000000001 -0.23083499999999998 -0.11739999999999999 -0.013279999999999998 0.082870000000000013 -0.11287999999999999 -0.080244999999999997 -0.15498999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 6 20 12 -3 8 16 -1 -11 13 14 15 23 19 17 -4 -19 -12 -2 -13 24 -6 -8 26 -21 28 -18 -29
right_child=1 3 7 -5 5 -7 22 -9 -10 10 11 21 -14 -15 -16 -17 27 18 -20 25 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0038766832709951639 0.00099110652127851347 -0.0026531356846938377 -0.002474166646358618 0.0023171650577257312 0.0010956586468728233 -0.0018799523715715611 -0.0019107023288242484 0.00093925373595880543 0.0029259951635092038 0.0016195458651228278 -0.0031554527375850356 -0.00019502656878771742 -0.0014523661086923588 0.0014058103878283456 -0.00062037120561811529 -0.0026852200247938426 0.001396567616622942 0.00080082177100852163 -0.0030862908109868122 -0.0017515416476842943 0.0031221998919452754 0.0030207358578426325 0.0025696484371929805 0.0032395737995081827 0.00078655404822128587 0.0014753513592540245 0.00051268163501253037 -0.00025101568956771434 -0.0030887423314425759 -0.0027572807838013524
leaf_weight=3.0415113717317572 6.670465722680091 23.352776996791363 21.998384244740009 12.924300849437712 6.6063266247511008 9.0106402486562711 4.3811579793691626 5.8613359332084647 2.2334618568420401 7.4351736754178992 5.0077474415302232 6.0033307671546918 3.7840209081768981 4.4038097262382498 4.2898128703236571 18.742881961166866 2.7295690327882767 8.7297871261835081 2.6425145491957656 11.231990046799185 58.001020163297653 3.8922760039567947 3.9119742810726157 16.401253402233124 6.2364498674869528 3.6435479074716595 6.0113945826888076 3.1593904346227637 3.0538027212023726 178.44188465178013
leaf_count=17 36 213 217 76 35 51 21 25 11 35 43 32 22 27 23 155 21 48 23 80 355 21 21 101 33 20 29 19 26 2074
internal_value=0 0.00126986 -0.00194028 -0.000500402 0.00212838 0.000879843 -0.00146167 -0.00236827 -0.00245521 -0.000529234 -0.000731136 -0.00102769 0.00167992 -0.00145093 0.00211412 -0.00173276 -0.00250966 -0.0016659 -0.000102404 -0.00104336 0.00290239 0.00106984 0.000453324 0.00262398 -0.000326419 -0.000536979 -0.000962187 -0.00265992 -0.000971818 -0.00271368
internal_weight=0 155.57 298.264 50.8067 104.764 40.0921 37.8824 228.85 222.989 69.4137 66.3722 58.937 31.0814 49.0414 27.2974 44.6376 220.755 33.3707 11.3723 25.8947 64.6715 9.89561 14.5296 23.0076 10.6176 20.8869 17.2434 187.385 5.78337 181.601
internal_count=3910 987 2923 364 623 232 288 2464 2439 459 442 407 181 354 159 327 2428 288 71 172 391 53 75 136 54 129 109 2140 47 2093
is_linear=0
shrinkage=0.00264529


Tree=28
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 51 3 4 9 4 52 3 123 133 49 16 52 133 147 4 13 39 484 3 3 13 12 16 16 48
split_gain=191.748 41.0785 32.739 28.759 14.3206 13.39 10.22 10.3276 9.201 8.82713 12.3777 8.12026 9.28282 8.74951 7.97513 7.01748 6.12831 8.35562 5.20507 4.64576 4.08683 5.21419 3.33847 5.27073 5.23853 3.23378 3.17908 3.64054 4.61097 3.05154
threshold=0.10113500000000002 -0.40083499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.29526499999999994 -0.41015499999999994 0.097615000000000021 0.39574000000000004 -0.016839999999999997 0.27223000000000003 -0.030179999999999995 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.093425000000000022 -0.15168999999999996 0.11262000000000001 -1.0000000180025095e-35 0.085900000000000018 -0.15796999999999997 -1.0000000180025095e-35 0.12773500000000002 -1.0000000180025095e-35 -0.10628499999999998 -0.15653499999999998 -0.071149999999999977 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 15 -5 -6 7 19 -1 10 20 -10 18 -14 16 -3 17 -12 26 22 -7 -22 -4 24 -24 -19 -13 28 -28 -11
right_child=1 3 6 4 5 9 -8 -9 11 29 14 12 13 -15 -16 -17 -18 25 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003877154368614937 -0.0027095240304885562 0.0017095754382915366 -0.0031759192106232998 -0.0019799017183269761 -0.0031880197984394004 0.0034305107360607908 0.0010184683754025665 0.0029924654986295002 0.0019614662430628487 0.0034018855145145971 -0.0026756371243424723 -0.0029337400543508981 -0.0030177841343823316 0.0019937190631928018 0.0034732075630110083 -0.0021273176814890406 -0.0028129618737742488 0.0033217398583972519 0.0012747541368249929 -0.0025889171213704758 0.00022559990686647392 0.0039316345635432457 -0.0016545658000176168 -0.0031147933055228698 0.002722852536829328 0.0005556932248388704 -0.0013636925543654742 -0.0029837766533598472 0.0015820585288805196 0.0012774434162762108
leaf_weight=3.3183525353670111 14.112656041979788 4.2371163219213512 3.7717811912298194 5.0422692447900763 2.7547786831855765 25.65837299823761 5.9188094437122336 2.3403465449810019 7.6830636858940116 63.157870665192604 4.0176150947809282 10.872461996972559 2.9689862206578246 11.329506754875181 4.9342466443777075 13.394237734377382 4.6969495713710776 4.7460178434848812 4.3074960708618155 217.48706936091185 7.1872299313545209 3.9849799871444702 3.2219937145709983 3.226688712835311 4.3230747058987617 7.1598881334066347 19.600885093212128 6.7571473643183699 4.3923186361789766 4.9215080440044394
leaf_count=17 130 23 28 27 22 139 25 11 35 338 21 90 27 53 25 92 25 24 25 2331 38 20 25 24 20 38 124 63 25 25
internal_value=0 0.00153594 -0.00189522 0.00192027 0.00231884 0.00248155 -0.00235388 -0.00243905 -0.00034795 0.00260126 0.00189515 -0.0005544 -0.000875335 0.000953114 0.000505558 -0.00120525 -0.000204568 0.000564828 -0.00144455 -0.00249383 0.00285932 0.00154749 -0.0010719 -0.00033517 0.00085355 0.00165831 -0.00172596 -0.00129893 -0.000824428 0.00324831
internal_weight=0 170.006 311.52 155.893 138.262 133.219 240.29 234.371 71.2302 130.465 62.3853 67.9119 60.2288 14.2985 25.5547 17.6314 20.6205 15.9235 45.9303 232.031 36.8306 11.1722 14.5435 10.7718 7.54507 11.9059 41.6228 30.7504 23.9932 68.0794
internal_count=3910 987 2923 857 742 715 2464 2439 459 693 330 442 407 80 133 115 108 83 327 2428 197 58 97 69 45 62 302 212 149 363
is_linear=0
shrinkage=0.00259861


Tree=29
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 48 4 13 4 31 47 14 3 376 0 15 16 4 41 1 4 124 1 13 484 3 1 457 49 14
split_gain=126.16 28.5127 22.8283 16.6944 12.7524 11.1663 10.6727 7.92102 7.8332 7.57537 6.28653 5.50733 7.04976 7.35324 6.67283 5.26524 5.05312 4.05457 3.98903 3.73606 3.75357 3.44966 3.32854 3.19424 3.09877 3.72638 3.28064 2.90389 2.79708 2.79645
threshold=0.10113500000000002 0.085090000000000013 0.080120000000000011 0.13026000000000001 -0.0024749999999999993 0.11930500000000001 0.28937500000000005 -0.45122499999999993 0.39574000000000004 -1.0000000180025095e-35 0.096475000000000019 0.077685000000000018 -0.14818499999999998 0.048695000000000009 -0.13027499999999997 0.024640000000000006 -0.014099999999999998 -0.15796999999999997 0.081670000000000006 0.085990000000000011 0.0057500000000000008 -0.088739999999999986 0.092550000000000007 -0.10939499999999998 -1.0000000180025095e-35 -0.10628499999999998 0.078675000000000009 0.083995000000000014 -0.075429999999999983 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 6 21 10 -3 -4 17 -1 15 12 -11 14 16 29 19 24 -8 -14 -21 -2 -15 -16 -9 26 -26 -19 -29 -6
right_child=1 3 7 -5 5 -7 18 8 -10 11 -12 -13 13 22 23 -17 -18 27 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0051979904128807682 0.0011978977369692134 -0.0031724237407792788 0.00176150783324455 0.0030092134770528184 0.0014814212939281205 -0.0024913613437304027 0.0032594425434046078 -0.0044462561128376958 0.0037719925704041662 0.0029813743800250086 -0.0021306366910714622 -0.004695694951533518 -0.0033052986488011343 0.00015030840167401914 0.00051596581678485618 -0.00089770236546274894 0.0036253938486450542 -0.0036036692551770521 -0.0015143765769681352 -0.0015948290025427664 0.0028700535677052895 0.0041512307594266194 0.0047562788004179742 -0.003579216354796474 0.0028426795426491221 -0.0036900923700013892 -0.0022778035407830743 4.1663362701639933e-05 -0.0034826149947896597 0.0043392355062277293
leaf_weight=2.7935988605022422 5.885027900338172 25.842038989067078 4.2778733298182479 12.249064460396765 6.3842866718769171 8.713556766510008 5.7810202538967115 3.4674153029918662 2.0932068675756446 6.3859640210866919 3.91738636791706 4.8711140304803839 6.1875361278653207 5.3591087162494642 2.9198625758290317 4.2669746875762931 3.7933385148644367 175.28787074238062 3.9395492970943451 5.9720481038093549 4.3604215085506439 52.702288642525673 3.4533322304487228 20.095786057412631 4.6578021347522727 3.2916028499603263 2.6150882169604301 5.9369579926133156 6.1231585666537267 16.245240733027458
leaf_count=17 33 236 20 76 35 51 33 28 11 31 23 36 49 28 22 23 19 2230 19 33 21 350 20 183 22 25 23 33 72 108
internal_value=0 0.00164225 -0.00256921 -0.000674415 0.00277117 0.00116537 -0.00194319 -0.00316535 -0.00326894 -0.000698155 0.00219942 -0.000957964 -0.00064688 -0.00109125 -0.00171086 0.00283008 -0.000182592 -0.00334212 0.00132471 -0.00105699 0.000289403 0.00385457 0.00195525 -0.00305968 -0.00144523 -0.000460253 0.00100153 -0.00348419 -0.00174768 0.00353298
internal_weight=0 145.926 273.943 47.8117 98.1148 39.5274 35.5626 207.751 203.473 66.1921 30.8139 63.3985 58.5274 52.1414 43.329 26.8965 20.3133 201.38 9.72057 16.52 10.3325 58.5873 8.81244 23.0156 14.0319 10.5645 7.27289 187.348 12.0601 22.6295
internal_count=3910 987 2923 364 623 240 288 2464 2444 459 189 442 406 375 327 166 122 2433 52 103 54 383 48 205 98 70 45 2335 105 143
is_linear=0
shrinkage=0.00365857


Tree=30
num_leaves=31
num_cat=0
split_feature=1 12 52 159 49 123 52 47 49 13 1 3 49 15 50 12 42 11 13 15 0 147 49 43 1 40 484 157 3 42
split_gain=109.929 26.6129 21.903 18.0716 10.8447 9.01108 8.44945 8.91948 8.29078 7.72978 6.7928 6.73323 6.27431 5.55191 5.09659 5.26779 4.80242 4.74581 4.66214 4.41264 4.23965 4.34774 4.19969 3.2415 3.69106 2.99792 3.1093 3.47289 2.38525 3.54881
threshold=0.10386500000000001 0.080120000000000011 -0.27466499999999994 -1.0000000180025095e-35 0.27772500000000006 1.0000000180025095e-35 0.16064500000000001 0.084155000000000021 0.093425000000000022 -0.097529999999999992 0.09112000000000002 -0.11171999999999999 -0.081629999999999994 -0.0058549999999999991 0.11843500000000001 1.0000000180025095e-35 0.083970000000000017 0.075410000000000019 -0.080814999999999984 0.086870000000000017 -0.052874999999999998 0.086130000000000012 -0.062504999999999991 -0.074904999999999985 0.11866500000000001 -1.0000000180025095e-35 -0.0043499999999999988 -0.079129999999999992 -0.11266 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 14 6 11 7 19 23 16 13 -1 18 -7 15 -4 17 -3 -11 -5 21 25 -21 -9 -25 -13 -27 -28 29 -14
right_child=2 9 3 4 -6 10 -8 8 -10 12 -12 20 28 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0011327930257938649 -0.002252242111212542 0.0012558320283025464 0.0019399543615397866 0.0029626304222555053 -0.0016869415106977824 -0.0029143904849651871 -0.0021353258500323227 0.0013332532815812479 0.0032109611237470586 -0.00231965112162716 0.0025949855455857833 -0.0031047889303121778 -0.0021135531167022796 0.0019434886173890697 -0.0030820591430673573 -0.002347475506091848 -0.0021120967955020396 -0.0023713242296972891 0.0010035365637515289 0.0024275349538662675 -0.0030081575187090089 0.001897706656696407 -0.0012607944930206874 -0.0029306064151921811 0.00049423452266605765 -0.0028604512902245145 0.0020147075869636718 -0.00090290053746661526 -0.0026383758345905131 0.0012353931001549215
leaf_weight=9.4928198084235174 11.284327097237108 9.3968322649598139 4.6926714777946454 65.176727458834648 5.3225414156913748 3.710361048579216 3.0551390647888175 4.6972002461552629 6.3690326511859885 5.4516842141747475 10.839758574962614 4.9053755030035999 13.653308048844339 2.8914974033832577 5.8785065561532965 3.4237524718046188 10.381722427904604 3.3908819481730452 6.2697134390473348 5.5011482834815979 8.2394518926739675 3.4320907592773429 3.4823684617876989 4.7779307216405869 3.9879527911543846 4.4599879756569925 3.3380991816520789 18.091864421963681 147.08077488839626 2.6022835075855246
leaf_count=53 111 47 25 461 32 31 19 33 38 49 69 49 134 14 44 30 110 32 42 31 85 20 21 27 23 34 18 128 2080 20
internal_value=0 -0.00172029 0.00124381 0.00158283 0.00196579 -0.000319612 0.00216612 0.00230593 0.000740316 -0.00221068 0.00131497 -0.000868301 -0.0023995 -0.000786725 -0.00121841 0.000131387 -0.000784104 0.000294029 -0.000542096 0.00272462 -0.00131562 -0.000908175 0.000997792 -0.000428482 -0.00137251 -0.00122089 -0.000863943 -0.000448431 -0.00253279 -0.00157744
internal_weight=0 267.629 127.649 116.365 102.37 69.4013 97.0475 93.9924 19.8321 198.227 17.4416 51.9597 175.058 6.60186 13.9949 8.11642 23.1694 12.7877 11.7214 74.1602 42.4669 34.2274 8.98352 13.4631 8.76588 30.7953 25.89 21.43 163.336 16.2556
internal_count=3910 3015 895 784 685 501 653 634 121 2514 114 387 2325 45 99 55 189 79 91 513 334 249 52 83 50 229 180 146 2234 154
is_linear=0
shrinkage=0.00262822


Tree=31
num_leaves=31
num_cat=0
split_feature=1 12 12 4 13 48 2 4 9 3 52 3 123 133 47 15 16 475 41 3 0 11 0 150 38 14 1429 49 4 50
split_gain=142.632 33.2458 24.4751 18.4355 13.3759 14.7866 12.6329 10.1423 8.95705 8.59952 6.47941 6.46154 6.96487 7.78462 6.02185 6.40231 4.18881 5.57675 4.1734 3.87398 5.47429 4.40445 3.39238 3.22558 3.20361 2.90398 2.53146 2.2178 2.18477 2.84649
threshold=0.10113500000000002 0.051320000000000005 0.080120000000000011 0.22584000000000001 -0.0024749999999999993 0.11930500000000001 0.12918000000000002 0.39574000000000004 -0.016839999999999997 0.097615000000000021 0.12461500000000002 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.096475000000000019 0.024640000000000006 0.081265000000000018 -0.061639999999999993 0.081670000000000006 -0.097604999999999983 -0.060094999999999989 0.079700000000000007 0.12500000000000003 0.090145000000000017 0.11225500000000001 -0.23083499999999998 0.083870000000000014 -0.14811499999999997 -1.0000000180025095e-35 0.081160000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 24 14 -3 9 -1 19 18 -10 16 -14 15 25 17 -13 -5 20 26 22 -22 28 -2 -6 -4 -21 29 -19
right_child=1 3 7 10 5 -7 -8 -9 11 -11 -12 12 13 -15 -16 -17 -18 23 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043662710648304315 0.003384020032645678 -0.002760380391828722 -0.0029805313007842636 0.0031861402716724407 0.0013446233292124618 -0.0022830943005321515 0.0030770393280455536 0.003521559321484161 0.0017833297590545865 0.00083603645026600034 -0.0021407654287635982 0.0016665375669681409 -0.0034805212339470188 0.0019234731821085114 -0.0015773524835046983 -0.00087306651710747081 -0.0034002181064985287 -0.00019801177800814443 4.171734015492418e-06 -0.00065597072185896179 0.0022461413141471537 -0.0034243784023536305 -0.0014233982316569822 0.00029721043492845079 0.00042461136885909375 0.0036804831329619639 0.00039459793830875692 -0.0029825531832543138 -0.0029331872947555718 -0.0035386524848784046
leaf_weight=3.015469789505004 58.108530953526497 26.043530799448494 21.876200266182426 12.525766372680669 6.2639690190553763 8.9654782861471158 3.6501982659101477 2.3164941370487204 7.3469070792198172 5.9125630408525458 3.419648975133895 4.9560384750366202 2.9587169215083113 10.37060137093067 3.6031926125288001 4.2180421799421302 9.7422943338751775 7.6156868860125524 4.9725947678089133 3.6117915585637084 5.3747158199548704 2.8590301871299735 3.6550568416714668 5.6857401430606833 3.3403776884078971 17.261825002729893 2.1035562306642523 173.55640187859535 13.786859013140207 3.0989063903689384
leaf_count=17 363 231 226 70 35 51 22 11 35 25 20 25 27 53 21 23 91 49 26 25 32 25 19 28 17 108 15 2086 111 23
internal_value=0 0.00139217 -0.00211968 -0.000554206 0.00236021 0.00104482 -0.0020428 -0.00259508 -0.000585792 -0.0026598 0.00155889 -0.000813559 -0.0011413 0.000723945 0.00199663 0.0024608 -0.0016952 -0.00122254 0.0022819 -0.00275682 -0.00187611 -0.000245662 0.000760791 -0.00169686 0.00322315 0.00305854 -0.00268446 -0.00293512 -0.0021596 -0.0011642
internal_weight=0 152.373 289.843 50.6117 101.761 40.3125 29.6937 221.266 68.5772 218.949 20.918 65.5618 58.2148 13.3293 31.347 27.7438 44.8855 35.1432 17.4984 213.037 35.8686 11.8888 9.02977 30.1872 61.4489 23.5258 23.9798 177.168 24.5015 10.7146
internal_count=3910 987 2923 369 618 238 253 2464 459 2453 116 442 407 80 187 166 327 236 96 2428 317 76 51 211 380 143 241 2111 183 72
is_linear=0
shrinkage=0.00293864


Tree=32
num_leaves=31
num_cat=0
split_feature=1 12 12 52 159 2 49 2 13 38 52 51 49 474 48 2 50 129 43 1 42 50 43 160 13 3 0 0 3 484
split_gain=102.255 23.7861 19.8725 14.9569 14.7579 8.91803 13.6229 9.18172 7.71271 6.97087 5.84551 5.91579 5.7454 5.54866 5.30705 5.97882 4.65382 4.55133 5.09689 4.6709 4.5126 4.36101 5.08142 4.28241 5.0384 3.59926 3.65378 3.03678 2.86665 3.26943
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.40083499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.27772500000000006 -1.0000000180025095e-35 -0.097529999999999992 0.11576000000000002 0.17829500000000004 -0.097124999999999989 -0.081629999999999994 0.084795000000000023 0.11930500000000001 0.14073000000000005 0.041865000000000006 0.084010000000000015 -0.079109999999999986 0.092550000000000007 0.083970000000000017 0.10481500000000002 -0.039954999999999997 -1.0000000180025095e-35 -0.080814999999999984 -0.100615 -0.10131499999999999 -0.11756999999999999 -0.12008499999999998 0.079595000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 10 -3 21 7 14 -6 16 -2 11 -1 23 17 -7 -16 20 18 19 -13 27 22 -5 -10 -25 -20 -27 -4 29 -14
right_child=1 3 8 4 5 6 -8 -9 12 -11 -12 13 28 -15 15 -17 -18 -19 25 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.002801755941303928 0.0035853748837837746 -0.0030329098389863347 -0.0012323150475588654 -0.0029544592135712267 0.0022299404988561375 0.0032823473231934569 -0.0033447865262092682 -0.002057052671214101 -0.0035767219545879583 -0.0013287920141583749 -0.0035786589931310841 5.5079984712632878e-05 -0.0024209971018855198 0.002961119694911567 -0.0014837986341257896 0.003685216651739777 -0.0036600110082120889 -0.0040446741164089969 0.0020513556282918005 0.0040585297843013296 -0.0020300122896044228 -0.0038976393740686316 0.0029805054318678297 -0.002279271793481578 0.0027583831265356965 -0.00026991449121011691 -0.0028513499187042442 0.0023473607576511494 -0.0031274462135698327 0.001509823366024683
leaf_weight=7.7165665477514258 40.13403108716011 10.987600132822989 3.4998160749673843 3.0687306970357895 8.4192658364772797 34.320166751742363 4.0027336031198493 11.925102114677429 3.5429734662175179 3.0695010721683493 5.7183297723531714 6.7044234424829465 9.0311167612671834 6.1097258031368247 5.4995722621679288 3.695877268910408 4.7355860173702231 2.8967240676283827 4.048409558832641 5.0449834614992142 7.463788464665412 6.9876694977283478 2.6604659482836706 3.461353063583374 4.5248546004295331 15.859182074666021 8.2252480909228414 7.0701253265142494 139.99670849740505 2.7195783928036681
leaf_count=84 293 128 23 26 54 241 24 79 39 16 44 39 92 33 31 21 54 28 23 32 75 59 15 26 25 104 72 35 2080 15
internal_value=0 0.00131398 -0.00208626 0.000407017 0.000876076 0.00145833 0.00220383 -0.000282933 -0.00260082 0.00323624 -0.000550241 -0.000244307 -0.00283979 0.000159359 0.00271421 0.000593756 -0.000887186 -0.00024079 3.5493e-05 0.00177409 -0.000159053 -0.00223108 -0.000198441 -0.000700857 0.000574981 -0.000690615 -0.00115152 0.00116209 -0.00300229 -0.00151125
internal_weight=0 134.771 248.369 91.5672 80.5796 67.8627 47.5183 20.3444 186.046 43.2035 62.3236 56.6053 163.277 48.8887 43.5156 9.19545 22.7693 42.779 39.8822 11.7494 18.0337 12.7169 5.7292 11.5292 7.98621 28.1328 24.0844 10.5699 151.747 11.7507
internal_count=3910 987 2923 678 550 450 317 133 2464 309 459 415 2277 331 293 52 187 298 270 71 133 100 41 90 51 199 176 58 2187 107
is_linear=0
shrinkage=0.00314295


Tree=33
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 4 4 38 160 4 14 4 3 1 15 48 123 158 484 457 15 4 13 48 484 4 1 1 43
split_gain=88.8418 21.042 18.3065 13.2064 13.5628 16.1185 7.41744 7.67691 7.38335 6.5674 9.5795 5.75437 6.29121 8.30219 6.64209 6.2475 4.64566 4.5791 4.56514 4.18397 3.42775 3.4168 3.31113 5.31987 2.95058 2.93332 3.64415 3.63055 2.798 3.6731
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.10070000000000003 0.11551000000000002 0.39574000000000004 -0.15796999999999997 0.11976000000000002 -0.079234999999999986 0.62104500000000018 0.077685000000000018 -0.48072499999999996 -0.11171999999999999 0.085990000000000011 -1.0000000180025095e-35 0.12862000000000004 0.083905000000000021 0.081110000000000015 -1.0000000180025095e-35 0.083995000000000014 0.024640000000000006 -0.49837999999999999 -0.011209999999999999 0.083775000000000002 0.079595000000000013 0.0057500000000000008 0.088495000000000018 0.14000500000000002 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 11 -3 5 9 7 19 -2 10 -5 12 -1 -14 15 -15 18 25 21 -4 -9 -11 -21 -24 -22 26 27 -16 29 -6
right_child=1 3 6 4 28 -7 -8 20 -10 16 -12 -13 13 14 17 -17 -18 -19 -20 22 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026711473269064876 0.0032801604654520773 -0.0032221777814496087 -0.0035266915144181597 -0.0024486006902227448 0.00015791936014748059 -0.0037719038736883388 0.0031295235051950246 -0.0027575687468954792 -0.0017539550046428449 0.0034770876649098713 0.0035095438293130565 -0.0036932615886480372 0.0032743734544826292 -0.0029965865994908162 0.0010283028443153618 0.00092010326167699975 -7.7764130394381856e-06 0.0028727468860332917 -0.00061003640771397803 -0.0018443945263635381 -0.0024647614359593201 0.00099999604829980942 0.0036042503073684066 -0.0012058417804726353 0.00059332809253467671 0.0024488764762238178 0.0012748516276175901 -0.0028877861489512847 0.00088275151484517287 -0.0029009011824480289
leaf_weight=7.8639064505696288 37.635323643684387 8.1229903623461706 3.0513317920267573 6.395983584225176 4.9909333810210237 4.765837922692298 2.1084688007831565 144.80150570720434 2.7226475998759261 29.314150266349316 3.7190403863787651 4.504027545452117 6.5182682350277892 11.2848446816206 2.9583002179861122 5.177405819296836 6.1347661167383185 6.1079242080450049 3.2113886773586264 4.0327073112130156 5.9547642767429334 5.8154179230332366 4.4331111758947355 3.6564718186855316 5.1081226915121078 3.3152747973799697 5.6532878652214995 6.817664161324501 3.7952889502048484 10.877343460917473
leaf_count=77 295 114 28 41 44 37 11 2239 14 222 29 36 36 120 18 34 33 41 20 31 71 32 22 27 35 18 31 48 21 85
internal_value=0 0.00117831 -0.00188603 0.000362183 0.000730643 0.00143457 -0.00237359 -0.00244142 0.00294055 0.0018891 -0.000257941 -0.000483761 -0.000224219 0.000178065 -0.000310443 -0.00176478 0.0023774 0.000652909 0.00275904 -0.000436949 -0.00263656 0.00306703 0.000340778 0.0014301 -0.00105273 -7.04273e-05 -0.000611749 -0.00170274 -0.00139424 -0.00193883
internal_weight=0 127.501 233.347 87.1431 79.0202 59.3566 173.146 171.038 40.358 54.5907 10.115 60.2009 55.6969 47.833 41.3147 16.4623 44.4757 24.8525 38.341 15.1736 155.864 35.1296 12.1223 8.08958 11.0629 18.7445 15.4293 9.77596 19.6636 15.8683
internal_count=3910 987 2923 678 564 414 2464 2453 309 377 70 459 423 346 310 154 307 156 274 108 2345 254 80 49 106 115 97 66 150 129
is_linear=0
shrinkage=0.00295206


Tree=34
num_leaves=31
num_cat=0
split_feature=12 4 1 13 39 13 3 457 13 42 457 43 47 48 15 4 15 16 11 41 52 456 147 12 3 0 49 1 13 15
split_gain=77.7309 27.2057 21.6835 13.9113 10.2656 7.97523 7.42914 7.04629 7.50432 6.9375 6.85022 4.96377 4.74888 6.23693 4.05069 5.552 5.80584 3.96654 3.95507 3.43154 3.15305 3.10013 3.09624 2.50189 2.43255 5.06658 2.42442 2.40914 2.40124 2.37187
threshold=0.051320000000000005 0.28937500000000005 0.092385000000000009 -0.0024749999999999993 0.14706500000000003 -0.094679999999999986 -0.0086749999999999969 0.092565000000000022 0.0043150000000000003 0.078965000000000021 0.081330000000000013 -1.0000000180025095e-35 0.084155000000000021 0.10417000000000001 -0.008624999999999999 -0.44477499999999992 0.079360000000000014 0.0015250000000000001 0.087830000000000005 0.079885000000000025 -0.015039999999999998 0.090170000000000014 0.089090000000000016 -1.0000000180025095e-35 -0.090674999999999992 -0.11287999999999999 -0.22390499999999999 0.088495000000000018 0.24518500000000001 0.090105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 14 12 5 9 28 8 20 -2 26 17 21 -14 23 -16 27 -12 -3 -20 -8 -4 -9 -1 -11 -26 -7 -17 -5 -27
right_child=1 18 3 6 -6 10 7 22 -10 24 11 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0033604565994369189 0.0010848879881094438 0.0038116261781165348 0.0037289579010105272 0.0040493642761521668 0.0039259680688130119 -0.00029079628502415121 -0.0034520839725324937 0.00027288997746985886 0.0034313058392873661 -0.003693897744912706 -0.0029748489413372941 0.0034934505288398538 -0.0010206061059247595 0.0038832388770118796 -0.0027093009056111273 0.0032920790438819925 -0.0030919884798426287 0.002269640196506387 0.0023371703300911458 -0.0019296226004318229 -0.00085595173572428117 0.00029917540395269946 0.0042799083882850714 -0.0010080970085469244 0.0025248541660465229 -0.0034085125411966364 -0.0030419905072470196 5.3556972579732896e-05 0.00055145562499527001 0.001386597419968462
leaf_weight=8.3900692500174046 10.951317131519319 7.1915430873632422 39.467744871973991 6.7799393534660322 2.6301667839288703 3.4415607005357733 7.8653042428195485 3.8642755448818189 3.2913723662495604 6.9429165422916439 5.7277827896177769 2.7226055711507779 6.2747202292084676 4.8086543455719948 5.378600928932431 7.3339070528745633 2.6825295165181151 2.0575121194124222 4.6160307824611646 3.4626206159591675 13.071136198937896 2.9747736454010001 4.2506880313158035 10.926068183034658 2.7815282046794918 6.3027645274996713 145.66875891014934 3.5920357555150986 2.9590751230716705 1.3073860667645929
leaf_count=95 61 50 337 55 19 24 64 19 22 76 75 17 34 37 51 43 23 12 31 19 86 22 33 79 23 89 2344 29 22 19
internal_value=0 -0.00209689 0.00107445 0.00189964 -0.00243037 -0.00251934 0.00050585 -0.000241141 -0.00111633 -0.000933778 -0.00280032 -0.000272004 0.00299542 0.00110699 -0.000985281 7.73991e-05 0.00117881 -0.00158883 0.00206405 0.000508364 -0.00183125 0.00348857 0.0023718 -0.00202986 -0.00220909 -0.00121706 -0.00297849 0.00222738 0.00298657 -0.00258474
internal_weight=0 205.804 133.911 95.6077 190.534 187.904 42.0818 32.3428 24.2278 28.2859 159.618 10.5079 53.5259 11.0834 38.3032 18.9871 13.6085 7.78529 15.2702 8.07865 20.9364 42.4425 8.11496 19.3161 17.3346 10.3917 149.11 10.9259 9.73901 7.61015
internal_count=3910 2859 1051 731 2759 2740 301 224 172 268 2472 104 430 71 320 146 95 87 100 50 150 359 52 174 207 131 2368 72 77 108
is_linear=0
shrinkage=0.00323985


Tree=35
num_leaves=31
num_cat=0
split_feature=12 4 1 13 39 13 3 457 4 47 42 47 48 456 49 11 15 4 15 147 41 456 4 43 1186 1186 1 12 2 13
split_gain=67.764 23.7799 18.7034 12.5308 9.00181 7.5362 6.4503 6.3786 6.19479 6.39355 5.96998 4.49805 5.53519 4.28102 4.69687 3.60259 3.44288 4.67147 4.83898 3.44102 3.36544 2.99366 2.68803 5.98241 2.47553 5.4979 2.38822 2.36323 2.36074 2.31113
threshold=0.051320000000000005 0.28937500000000005 0.092385000000000009 -0.0024749999999999993 0.14706500000000003 -0.094679999999999986 -0.0086749999999999969 0.081330000000000013 -0.0077799999999999996 0.096475000000000019 0.078965000000000021 0.084155000000000021 0.10417000000000001 0.084065000000000015 -0.059914999999999989 0.087830000000000005 -0.008624999999999999 -0.44477499999999992 0.079360000000000014 0.089090000000000016 0.081670000000000006 0.090170000000000014 -0.15796999999999997 -0.084699999999999984 0.085080000000000003 0.091570000000000026 0.08844500000000001 -1.0000000180025095e-35 0.090695000000000012 0.24518500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 16 11 5 10 29 22 -8 19 -2 21 -13 14 -9 -3 27 -18 -19 -10 -17 -4 23 -7 -24 -26 -12 -1 -29 -5
right_child=1 15 3 6 -6 7 8 13 9 -11 26 12 -14 -15 -16 20 17 18 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0030562073260078826 0.00091151369212169652 0.0034588534729676325 0.00342859810240895 0.0037310324188574986 0.0036071775392627222 0.0015814795412868636 -0.002737547893158789 0.0027514045777685668 0.00059905964797506606 -0.0020812480477176124 -0.0026441032845232627 -0.00085736256074104352 0.0035728041019821182 -0.0035305208381755915 -0.0022160918279703927 0.002097710673889358 -0.0023953040043739925 0.0018888512195193803 -0.0027723301919656122 0.0035351565100182223 -0.0019135562664978928 0.00025360304227754293 -0.00292492775996437 -0.0028633473650086587 0.0054706139083249483 -0.0032138819007466843 3.9577069312333451e-05 -0.0019066347088351177 0.0010720959466946267 0.00046739682149780833
leaf_weight=7.8112959749996671 10.991685774177315 6.7094386965036374 36.365269333124161 6.2344950363039953 2.4250278100371352 4.1798313781619063 6.956831973046067 4.7841319143772125 12.878950923681264 6.4658981561660758 12.352204367518427 6.298843137919901 4.4278544783592224 2.6910023242235184 2.771318066865204 4.6590264290571213 5.1438342407345798 10.87170325219631 2.5314375013113013 5.1520837098360053 3.2899621427059174 2.9607737585902205 122.55120016634464 8.4057853147387487 1.0484020709991448 1.8721555843949316 4.0625542178750029 6.9997154846787453 3.7761980891227722 2.9454926028847694
leaf_count=95 61 50 337 55 19 30 61 26 77 47 167 34 37 34 44 32 51 72 23 39 18 22 2174 108 20 36 40 54 25 22
internal_value=0 -0.00189695 0.000954013 0.00169724 -0.00220285 -0.00228304 0.000444574 -0.00255335 -0.000208977 0.000509106 -0.000820269 0.00271418 0.000971358 -0.000241943 0.000929341 0.00182044 -0.00086105 6.4485e-05 0.0010085 0.001438 0.00043751 0.00318956 -0.00272491 -0.00138717 -0.00285909 -9.63802e-05 -0.00197991 -0.00178458 -0.0008628 0.00268386
internal_weight=0 192.794 127.821 90.6865 178.135 175.71 40.6338 148.304 31.4538 24.4969 27.4064 50.0527 10.7267 10.2465 7.55545 14.6584 37.1342 18.547 13.4031 18.031 7.94899 39.326 138.057 12.5856 125.472 2.92056 16.4148 18.5872 10.7759 9.17999
internal_count=3910 2859 1051 731 2759 2740 301 2472 224 163 268 430 71 104 70 100 320 146 95 116 50 359 2368 138 2230 56 207 174 79 77
is_linear=0
shrinkage=0.00303632


Tree=36
num_leaves=31
num_cat=0
split_feature=1 52 12 159 39 15 150 4 16 1 481 3 376 447 50 4 48 0 1 0 457 151 49 484 16 4 4 52 52 0
split_gain=81.972 20.3931 17.6562 16.5255 9.27343 8.55513 10.1442 8.46537 5.46214 5.42158 4.81437 5.50653 4.62895 5.12829 4.35841 4.03986 3.87218 5.92346 3.53295 3.19613 3.11976 3.40017 3.03043 3.00356 3.5669 4.51618 2.92714 2.79353 2.72618 2.56403
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 0.005105000000000001 -0.24219999999999997 0.082085000000000019 -0.15796999999999997 -0.50763499999999995 0.13662500000000002 -0.0079799999999999992 -0.14818499999999998 0.048695000000000009 0.084630000000000011 0.11843500000000001 0.24280000000000004 0.11930500000000001 -0.13870499999999999 0.081005000000000008 -0.10071499999999999 0.083995000000000014 -0.090064999999999992 -0.085974999999999982 -0.0043499999999999988 -0.094359999999999986 0.00046500000000000008 -0.49837999999999999 0.0074400000000000013 0.41234500000000002 -0.080229999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 14 5 -5 9 18 27 16 -1 -12 13 19 15 28 17 -7 26 22 -10 -22 -13 -24 25 -25 -4 -9 -3 -14
right_child=1 3 7 4 -6 6 -8 8 20 -11 11 12 29 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032149357767409042 -0.0024062075163932763 -0.0037059050292607785 -0.0016401732304465245 0.0028990853740607984 0.0030871067354455253 0.0021857779383464473 0.0023647102882611961 0.0024290630762887418 -0.002718373768622146 0.0025851796663465213 0.0024385797849605026 -0.0032066989861113658 -4.0978572492009371e-05 0.0031869824536198232 -0.003252355712555183 0.0028530364110101463 -0.0029960902760842807 -0.0014250113082432017 -0.0032820452759394405 -0.0023373164013084269 -0.0031482981354076347 0.00029595753213695219 -0.0027823135784646718 0.001852303937273328 0.0019862798407949763 -0.0027057288311721469 0.0014707558516910142 -0.0019633711294737561 0.00036958958277892058 0.0031508971595276907
leaf_weight=4.5793199911713591 12.226187299937008 2.4679305478930456 3.6719986572861663 18.91978845000267 37.026221506297588 5.4594299197196987 16.728435449302197 2.7640582807362071 128.56044475734234 4.1251374110579482 6.1853178143501273 2.9627556204795793 4.5111793726682663 2.3628462702035895 6.038645200431346 2.7384208217263222 6.0935716405510894 12.510280258953577 2.4988970123231402 13.078126210719352 3.9308224581182003 6.1481526568531972 2.8029728010296848 3.029456198215482 6.9392635338008413 4.5494663119316101 8.1376626342535001 2.1561640240252018 3.0950948521494865 3.947895981371401
leaf_count=43 152 20 29 143 298 35 122 23 2186 26 33 23 31 14 55 20 41 96 28 139 61 42 23 19 44 41 48 25 27 23
internal_value=0 0.00114556 -0.00178765 0.0015225 0.00193555 0.00126763 0.000580429 -0.00227916 -0.00249061 -0.000478454 -0.000375549 -0.000117406 -0.000475219 -0.000930769 -0.00138277 -2.27897e-05 -0.00100365 -0.000328007 -0.000157646 -0.00122241 -0.00259689 -0.00104731 -0.000503564 -4.11969e-05 0.00048802 -0.000883786 0.000503469 0.000504189 -0.00143843 0.00144869
internal_weight=0 127.429 212.817 115.203 100.863 63.8366 44.9169 157.868 143.56 28.1884 54.9486 50.3693 44.184 35.7249 14.3401 8.30145 24.0633 17.9697 14.3086 33.362 138.639 10.079 20.2839 17.3212 14.5182 7.57892 11.8097 4.92022 5.56303 8.45908
internal_count=3910 1035 2875 883 761 463 320 2442 2337 198 433 390 357 303 122 67 172 131 105 289 2289 103 150 127 104 60 77 48 47 54
is_linear=0
shrinkage=0.00289235


Tree=37
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 50 47 52 38 39 1348 1 12 454 1186 1 3 129 4 457 484 13 0 151 49 52 1 43 42 0
split_gain=85.819 28.8417 19.3535 16.5717 13.6201 13.5727 8.35942 7.9431 7.70017 7.0219 6.30748 4.33179 3.52314 3.51143 2.3069 5.72849 2.5419 2.32427 2.01078 1.93248 1.7801 2.20667 4.6458 1.60673 5.20849 2.72892 1.431 1.35029 2.90383 5.79897
threshold=0.28937500000000005 1.0000000180025095e-35 -0.27336999999999995 0.16699000000000003 -0.0023199999999999996 0.11901000000000002 0.11861000000000001 0.16064500000000001 1.0000000180025095e-35 0.13419 0.090260000000000021 0.11287500000000002 -0.095029999999999989 1.0000000180025095e-35 0.084100000000000022 0.085990000000000011 -0.5217799999999998 0.086720000000000005 0.0037100000000000002 -0.067474999999999993 -1.0000000180025095e-35 -0.094679999999999986 -0.055084999999999988 -0.082774999999999987 -0.073619999999999977 0.0053050000000000007 0.08844500000000001 -0.083899999999999988 -1.0000000180025095e-35 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 -3 6 19 12 11 10 13 -5 -6 14 16 17 -1 -16 -14 -4 -18 22 26 24 -23 -26 -22 28 -25 -30
right_child=2 4 5 8 7 -7 -8 -9 -10 -11 -12 -13 18 -15 15 -17 20 -19 -20 -21 21 23 -24 27 25 -27 -28 -29 29 -31
leaf_value=7.7803318734157056e-05 -0.0033980190841360561 -0.0028827024509205804 6.5431590345945526e-05 -0.00084015738286581415 -0.00056005567062613725 -0.0025229419745000483 -0.0016681143339300469 -0.0027696686517211786 -0.0029601941137562303 0.00062064424060662344 0.00088383771064661344 0.0025265806529355286 0.0025434731853257631 -0.00051468919723411839 -0.0027727018834657335 0.0016558626216771045 -0.0027458945501160647 -0.00044814659626447889 0.00059826372834489647 0.0023026647084296568 -0.0024137979747254012 0.00026062529375138466 0.00012920125462037601 -0.0025924664461713675 -0.0027002181432443859 -0.00040709424808340526 -0.0011875012321308279 -0.0025736731989323895 -0.0022370416558787341 0.00016343359192364551
leaf_weight=1.933862231671809 4.4178428202867499 5.5650831833481815 1.9957366883754719 2.7822969332337362 3.0824475362896981 3.7797811031341544 2.9995852783322325 2.3387254104018202 2.5594787821173659 3.8310654833912841 2.8667182177305213 5.6183048561215401 10.223821714520453 4.7630695700645438 8.1589479446411115 2.297199271619319 84.275205418467522 2.8176691308617583 3.4642648249864569 32.397707067430019 24.974924176931385 4.4269888848066357 4.8922667950391761 39.89029473811388 17.841013848781589 2.9438293501734725 5.6887564808130255 227.90600175410509 20.056367367506031 6.4843503609299651
leaf_count=12 20 34 15 19 20 18 16 12 13 27 20 58 110 29 56 18 583 18 30 357 152 26 25 281 127 20 32 1593 130 39
internal_value=0 -0.00217104 0.000990991 -0.00229137 0.000155232 0.00146193 0.00186473 0.00103995 0.000390597 -0.00235444 -0.0023791 0.00141151 0.00157122 -0.00239947 -0.00241922 -0.00151284 -0.00244648 -0.00217599 0.00205117 0.00217285 -0.00245759 -0.00238917 -0.0018677 -0.00244719 -0.00191256 -0.00237544 -0.00218629 -0.00249298 -0.00221615 -0.00165056
internal_weight=0 501.683 45.5907 477.009 24.6743 41.1728 37.393 19.1093 10.9601 466.049 462.217 8.4006 16.7705 459.351 454.588 13.2738 441.314 10.9766 13.6881 34.3934 439.38 355.105 35.5559 319.549 25.2118 20.7848 30.6637 294.337 66.431 26.5407
internal_count=3910 3484 426 3278 206 406 388 172 90 3188 3161 77 160 3141 3112 92 3020 74 140 372 3008 2425 209 2216 173 147 184 2043 450 169
is_linear=0
shrinkage=0.00220661


Tree=38
num_leaves=31
num_cat=0
split_feature=4 12 151 43 3 50 13 39 13 42 457 151 52 0 15 1375 1 47 48 49 16 160 12 484 2 1 49 12 2 3
split_gain=66.4803 35.8233 13.6119 10.2381 9.77078 9.68076 8.94493 8.3338 6.28922 5.18889 5.1572 4.99788 4.63246 5.24078 4.59183 4.50772 3.88088 3.82266 3.52758 3.48368 4.06278 3.35487 4.27199 5.11188 3.59181 2.65078 2.26216 2.23597 2.72222 2.13824
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.049504999999999987 0.24227500000000002 0.11901000000000002 0.28269500000000009 0.14706500000000003 -0.094679999999999986 0.078965000000000021 0.081330000000000013 -0.086909999999999987 -0.016329999999999997 -0.061129999999999997 -0.10469999999999999 -0.012944999999999998 0.083065000000000014 0.11861000000000001 0.086065000000000016 -0.073619999999999977 0.081265000000000018 -0.15845999999999996 -0.0089849999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086245000000000002 -0.22390499999999999 0.088965000000000002 0.097940000000000013 -0.090674999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 11 17 12 8 9 27 26 -5 25 -14 -6 -13 18 -4 -12 -17 21 -21 -23 -24 -25 -1 -10 -3 -29 -11
right_child=2 7 5 4 14 -7 -8 -9 10 29 16 15 13 -15 -16 19 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00025120774048505688 -0.0033012671556246018 0.0023255511728156666 0.0028918075400142145 0.0014164242838121356 -0.00090264361353408395 -0.0020525371393390569 -0.002324825673864747 0.0031387684868705384 -0.00036454678802171693 -0.0030798030999465262 -0.0026761095434611189 0.00090419355569518742 -0.0016906991299113058 0.0023799508961994758 0.0028057000105151417 -0.0034185820476930278 0.0023979061486917195 -0.00058545049937997775 0.0010422294970629388 -0.0032504818089938055 -0.0027993329157033229 -0.0022535741376308992 -0.0019111193484084997 -0.00085398779155454029 0.0028604168646831933 0.0031602975140207412 -0.0025456317309774132 -0.0022236759614731177 0.00096051442195958857 -0.0011660420468395732
leaf_weight=2.7311661243438818 3.3473456203937522 3.2265236377716091 40.020990826189518 4.8275403156876555 3.6040313467383385 3.3887339681386939 4.4060540199279776 2.1914753690361968 3.5524403154849997 6.9735544510185745 5.6277585774660093 5.1459365934133521 4.7139474712312222 4.5199647545814496 7.5171924680471403 7.6656346544623366 2.4813742861151686 2.4475818797945967 2.7813814394176006 3.3025487586855879 10.236357968300579 5.6807636395096788 4.1804574728012094 2.7507573142647708 6.1362829655408913 13.99516276270151 148.27552815154195 3.297750920057295 4.8244193345308304 10.943724445998667
leaf_count=21 20 19 372 31 22 18 31 19 24 76 70 26 32 30 68 54 17 16 17 28 106 57 34 20 33 132 2344 20 22 131
internal_value=0 -0.00144232 0.00195701 -4.80882e-05 -0.000685614 0.00234084 0.00123357 -0.0020987 -0.00215848 -0.00100573 -0.00236581 -0.00119562 0.00183752 0.000301869 0.00160394 -0.00147522 -0.000570364 0.0026914 -0.00144624 -0.00178169 -0.00139306 -0.000740247 -0.000298063 0.000552046 0.00171072 0.00268529 -0.0024946 0.00042333 -0.000332326 -0.00191089
internal_weight=0 285.59 49.2047 91.4138 61.0475 45.8573 30.3663 194.176 191.984 29.266 162.718 49.9263 25.9602 9.23391 11.1212 45.0987 10.8905 42.4686 8.40914 39.9528 32.2872 22.0508 18.7483 13.0675 8.88704 16.7263 151.828 11.3487 8.12217 17.9173
internal_count=3910 3484 426 725 479 406 246 2759 2740 268 2472 389 215 62 90 358 104 388 87 332 278 172 144 87 53 153 2368 61 42 207
is_linear=0
shrinkage=0.00270105


Tree=39
num_leaves=31
num_cat=0
split_feature=1 12 4 151 16 52 16 0 31 50 0 160 160 2 150 2 4 4 2 4 15 160 15 0 1 47 13 2 39 48
split_gain=58.0141 14.9509 13.1952 10.7627 8.60809 8.0161 6.13063 5.87864 5.86064 5.19322 5.06874 4.74743 8.42118 4.91025 4.65191 5.0801 4.63122 5.26495 4.54399 8.06223 4.45881 4.13788 3.63387 3.37925 3.35952 3.25084 3.04896 2.83572 2.75924 2.49883
threshold=0.10398500000000001 0.080120000000000011 0.27223000000000003 -0.27336999999999995 0.27608500000000008 -0.048794999999999991 -0.17157499999999998 -0.035699999999999989 -1.0000000180025095e-35 0.11901000000000002 -0.060094999999999989 -1.0000000180025095e-35 0.085065000000000016 0.095545000000000005 0.083205000000000015 0.092175000000000021 -1.0000000180025095e-35 -0.48072499999999996 0.10742000000000002 -0.49837999999999999 0.079360000000000014 -1.0000000180025095e-35 0.15086500000000003 -0.029849999999999998 0.087545000000000026 0.11861000000000001 -1.0000000180025095e-35 0.086245000000000002 0.087205000000000019 0.092250000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 26 11 21 -1 25 22 -3 13 -13 16 27 17 -10 19 -12 23 -7 -8 24 -19 -5 -2 -16 -28 -23
right_child=2 6 3 9 -6 7 10 -9 14 -11 18 12 -14 -15 15 -17 -18 20 -20 -21 -22 29 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0036905309431639124 0.0028681426757831401 -0.0033160573848674329 -0.0032604959835883978 0.0030051398342800495 -0.0021258733290980317 -0.002995499736891072 -0.0026745997834832199 0.0027784636406835528 -0.0025602840827167778 -0.0010515890770060887 -0.0025185793826958663 0.0045014473021145794 -0.0027723253001042808 2.1419383813268896e-05 0.0014041101195464225 0.0025756769020193618 -0.002363278832110845 -0.0013320262993455425 -0.0027331239727920753 0.0022717833464471213 -0.0027612934312111776 -0.0010178376275448747 0.002051765781492874 0.0030901640058673837 0.0017312556886047424 -0.00028979733998883884 -0.0011437796954032722 -0.0020461993696138181 0.0027480366081486045 0.0016341307428509907
leaf_weight=2.5149609595537177 11.688293255865576 3.922945752739909 2.8451277464628211 33.589413851499557 12.366431623697279 6.4076132327318254 121.42137060686946 3.7231299430131939 7.0314463637769213 3.1243856549262992 5.2211242504417896 3.5897921174764615 4.6630428917706013 4.3982482999563217 3.0019709765911085 6.2750899717211714 17.05894942954183 6.0390305332839489 7.7498557157814494 6.2199708744883555 3.1674297153949729 9.6585185341536945 1.3286411091685284 4.2816229015588769 5.5513818189501762 2.6069311499595633 3.7191490978002539 5.3617786951363087 2.4357122406363487 4.0844953954219809
leaf_count=23 124 49 18 347 139 52 2144 30 75 17 51 30 51 37 25 45 161 49 111 37 27 66 9 27 36 17 25 36 22 30
internal_value=0 -0.00176184 0.000886152 0.00207806 -4.31161e-05 0.00057429 -0.00222005 -0.00050288 -0.000557003 0.00246434 -0.00241106 -0.00058421 0.000262902 0.00203473 -0.000741919 0.000642567 -0.00121183 -0.000458406 -0.00105262 8.57095e-05 0.000317836 -0.00110916 -0.00262344 0.000932308 0.000135173 0.00276783 0.00201552 -0.000807792 0.00039636 -0.000229659
internal_weight=0 218.799 96.2492 42.1659 54.0833 41.7169 158.515 23.8738 60.2837 39.3207 141.941 16.574 12.6511 7.98804 57.7687 14.6388 43.1299 26.0709 19.191 11.4411 19.0395 20.1506 122.75 15.872 11.5904 36.1963 17.8432 8.36375 6.15486 13.743
internal_count=3910 3023 887 399 488 349 2519 178 504 381 2352 167 118 67 481 106 375 214 199 88 139 148 2153 112 85 364 171 61 47 96
is_linear=0
shrinkage=0.00284239


Tree=40
num_leaves=31
num_cat=0
split_feature=1 12 12 150 4 2 453 4 38 147 52 52 132 16 14 47 16 0 3 3 1 48 457 151 147 12 51 3 4 15
split_gain=89.9952 22.6105 17.3311 15.3062 13.4246 9.25087 9.21774 7.60491 6.87482 5.44798 4.73168 4.62988 4.60587 4.58747 4.5527 5.11236 4.00237 4.76367 4.11065 3.79317 3.56971 3.44037 3.04858 3.89537 2.94684 4.60697 2.86121 2.7097 2.59721 2.45641
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 0.081245000000000026 0.22584000000000001 0.114165 1.0000000180025095e-35 -0.15796999999999997 0.11976000000000002 0.088035000000000016 0.17829500000000004 0.071660000000000015 0.082150000000000015 -0.50763499999999995 -0.46879999999999994 0.10843500000000002 0.10994000000000002 -0.072559999999999986 0.090325000000000003 0.24227500000000002 0.081005000000000008 0.086285000000000014 0.083995000000000014 -0.090064999999999992 0.088505000000000014 0.091735000000000025 -0.23593999999999998 -0.028189999999999996 -0.49837999999999999 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 9 4 5 -3 14 20 26 10 11 12 16 -9 -6 -16 17 18 -1 -7 28 -20 -15 -24 25 29 -2 -13 -4 -5
right_child=1 3 7 24 6 19 -8 13 -10 -11 -12 27 -14 22 15 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001835230446784261 0.0003217174566085059 -0.0025408852868972951 -0.0016436879527566574 0.0035450912137195449 -0.0015145742763568331 -0.00045957308392956313 -0.0035918956904706697 -1.3047347199899225e-05 -0.0018032314795078737 0.0030682528471057823 -0.003411424421425092 -0.00015059381445241201 0.0021562501893671151 -0.0026916729953491022 0.0027913162924366806 -0.00064258603059027055 -0.0030761734038365889 0.0020665030043066587 0.0024996529288757842 0.0033836184090936042 -0.0032059862054505247 -0.0011410644417971733 -0.0030844051103395974 0.00026225090312661977 0.0035766738795157695 -0.0012425785561056368 0.0029815314983133441 0.0031376738234937013 0.001114383239662717 0.00037061468900286638
leaf_weight=20.011563040316101 3.3916256725788108 26.320815481245518 3.8948353528976432 5.7009152099490166 3.2376639991998735 7.0596453472971898 3.0671427249908438 5.5449734404683104 2.6907170414924613 2.998052589595317 4.8418986052274695 4.0011096522212029 3.5241237208247176 149.5225959867239 15.463417351245882 4.2890967875719062 6.976727068424224 4.0608313754200998 3.6851000264286977 2.7690856456756592 2.9044810086488715 4.4227222427725792 4.7172321528196335 6.2788817137479764 7.6611574590206137 3.6500458568334571 40.950699023902416 3.7691737189888945 8.2351040542125684 2.8224559053778666
leaf_count=156 22 269 29 42 21 52 20 48 14 18 41 26 22 2186 109 26 78 25 21 20 28 24 61 42 60 27 336 22 48 17
internal_value=0 0.000977659 -0.00190529 9.57549e-05 -0.000582997 -0.0016806 0.000939722 -0.00233011 0.002516 -0.000585457 -0.000783565 -0.000531365 -0.000891074 -0.0025017 0.00154429 0.00204567 -0.00116533 -0.000751059 -0.00115795 0.000623184 -0.000434773 0.000513684 -0.00258767 -0.00117343 0.00222451 0.00137355 0.00277809 0.00144446 0.000228787 0.00249389
internal_weight=0 129.074 239.389 82.0414 62.2069 36.1495 26.0573 181.098 47.033 58.2913 55.2932 50.4514 42.6811 166.064 22.9902 19.7525 39.1569 32.1802 28.1194 9.82873 15.0344 8.10782 160.519 10.9961 19.8346 12.1734 44.3423 7.77028 12.1299 8.52337
internal_count=3910 1035 2875 663 517 341 176 2442 372 433 415 374 326 2337 156 135 304 226 201 72 105 45 2289 103 146 86 358 48 77 59
is_linear=0
shrinkage=0.00278293


Tree=41
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 38 4 16 160 4 52 51 474 48 484 0 4 1 2 42 457 1 49 4 4 13 43 158 52
split_gain=85.8304 21.0549 16.1363 12.6779 13.625 16.7042 8.38551 7.24722 5.95035 5.69229 7.64941 5.0177 5.33412 5.62469 4.88266 4.37683 4.21777 6.88529 5.4261 4.98243 3.95985 3.62452 3.24391 3.17426 3.10558 3.04864 4.51482 3.00782 3.97552 2.45675
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.10070000000000003 0.11551000000000002 0.11976000000000002 -0.15796999999999997 -0.50763499999999995 -0.079234999999999986 0.62104500000000018 0.17829500000000004 -0.097124999999999989 0.084795000000000023 0.12862000000000004 -1.0000000180025095e-35 -0.072864999999999985 -0.48072499999999996 0.076710000000000014 0.090695000000000012 -0.055344999999999998 0.083995000000000014 0.14000500000000002 -0.075429999999999983 -0.048489999999999991 -0.49837999999999999 -0.011209999999999999 -0.073139999999999983 0.089505000000000015 0.0074400000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 11 -3 5 9 -2 15 29 10 -5 12 -1 16 20 -4 18 -18 -14 -20 -11 -10 27 -23 -22 -17 -27 28 -6 -9
right_child=1 3 7 4 22 -7 -8 8 21 14 -12 -13 13 -15 -16 25 17 -19 19 -21 24 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0023692949181875478 0.0028422774443095131 -0.0028145408696450529 -0.0031124821893112691 -0.0018697224080011325 0.0016858460406784508 -0.0033441685150314292 -0.0019700374756722911 0.0014925451841040461 -0.0024898775470510366 -0.0001061914975369919 0.0029830242927875372 -0.0029175214758967536 -0.002931268306231037 0.0023474912722700097 -0.00022332162384480777 -0.0015612423805283597 -0.0018401129519585728 0.002272370980328653 -0.0012082029166065394 0.0012693686890495682 0.00052501168506729936 0.00034367221382905461 0.000851109358276648 -0.0023829528734365803 0.0029492130051028483 0.0029168844125455067 -0.00092217586467596506 -0.0025859370097497708 -0.0028946798631454469 -0.0018536762386360992
leaf_weight=7.6034369468688956 34.7799421697855 8.3918276652693731 3.2334160469472399 6.2405206486582738 3.0455045253038451 4.9658382236957541 2.5785506367683402 3.7668282911181441 149.0542365051806 3.8684699684381476 3.288223035633564 5.629266805946826 6.714782439172267 5.7228303849697104 5.6200258061289778 4.0870078802108756 4.0429216250777236 8.1196676716208476 14.730081491172315 8.4787219092249853 3.9966831803321758 5.8335985466837883 3.7154539152979842 5.498888432979582 28.39026669412852 4.4423976317048055 3.7412111014127731 10.902303501963615 2.1381153836846352 2.3696847558021545
leaf_count=84 295 114 28 41 21 37 14 27 2200 26 29 44 75 33 33 31 27 51 97 48 29 33 21 71 219 22 27 85 23 25
internal_value=0 0.000900295 -0.001747 0.000189103 0.000520015 0.00116543 0.00251012 -0.00213118 -0.00228795 0.00160108 -0.000195114 -0.000601387 -0.000366094 -4.75093e-05 0.0020098 -0.000447423 -0.000373179 0.000905355 -0.000892845 -0.000303088 0.00235596 -0.00238315 -0.00131735 -0.000979374 0.00265006 0.000254844 0.00116182 -0.00181821 -0.000203508 0.000200363
internal_weight=0 121.922 243.069 84.5632 76.1714 56.37 37.3585 182.027 166.523 51.4042 9.52874 61.0417 55.4124 47.809 41.8754 15.504 42.0862 12.1626 29.9236 23.2088 36.2554 160.387 19.8014 11.3325 32.3869 12.2706 8.18361 16.0859 5.18362 6.13651
internal_count=3910 987 2923 678 564 414 309 2464 2356 377 70 459 415 331 307 108 298 78 220 145 274 2304 150 104 248 80 49 129 44 52
is_linear=0
shrinkage=0.00257482


Tree=42
num_leaves=31
num_cat=0
split_feature=1 12 4 453 16 52 16 1 13 457 0 52 0 50 49 160 160 0 2 43 48 15 15 4 4 13 13 3 16 4
split_gain=58.0032 15.6602 12.5548 9.62551 8.35454 7.4028 6.26733 6.20743 6.61475 6.33863 5.20728 5.10498 4.83107 4.78016 4.77778 7.84079 3.70894 3.68916 3.70192 3.42529 3.39977 3.39751 4.75381 4.88302 4.66426 2.7938 2.76895 2.47519 2.43584 2.22111
threshold=0.10398500000000001 0.083325000000000024 0.27223000000000003 1.0000000180025095e-35 0.27608500000000008 -0.048794999999999991 -0.23935499999999996 0.085990000000000011 -0.00059999999999999995 0.082870000000000013 -0.035699999999999989 1.0000000180025095e-35 -0.11524 0.11901000000000002 -0.075429999999999983 0.084100000000000022 -1.0000000180025095e-35 -0.060094999999999989 0.10742000000000002 -0.083684999999999996 0.11930500000000001 -0.038029999999999987 0.079360000000000014 -0.48072499999999996 -0.17479499999999998 -0.073799999999999991 -1.0000000180025095e-35 -0.036619999999999993 -0.094359999999999986 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 13 5 26 11 21 29 -10 16 12 -3 20 15 -8 -7 -16 19 -19 -4 -1 23 -23 -25 -21 -2 -28 -11 -9
right_child=2 6 3 -5 -6 10 14 8 9 28 -12 -13 -14 -15 17 -17 -18 18 -20 25 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0029491370680856449 0.0029671588527481864 -0.0020886975250332188 0.0032024496243987727 -0.003005189520249767 -0.0021494783757984508 -0.0029343242411641705 -0.0026623987070222813 0.0031790142875711409 -0.0017395054551880597 -0.00056508168945290334 0.002803942189508878 -0.0024425809667121207 0.0029116312418882555 -0.00093049816690619241 -0.0029118944155584661 0.0026960871815148169 -0.00016829111541609963 0.0019257503618595028 -0.003053252177891483 0.00039452140841202658 -3.628738055613304e-05 -0.002405769390615506 -0.003044946016390113 0.0043805111761851942 -8.1339222442639505e-05 -0.0035793183514052011 0.0025239715637911642 -0.0012284066949064198 0.0028596719437645355 0.00045346880683839216
leaf_weight=10.544346131384374 11.730907566845419 2.6275447607040405 32.568538837134838 2.9410590156912795 12.188299868255852 6.2790702022612157 6.2954079285263997 7.0153513476252556 15.651211667805912 3.0039869695901871 3.761803604662421 6.2532785497605801 5.0360951758921129 3.1436665654182425 107.9601204097271 3.9849511012434959 13.971130911260838 3.9113405160605907 7.3572153411805621 3.0988477170467377 3.179146170616149 4.8870708569884327 6.3315012939274302 2.9713867306709307 7.0882149375975096 3.2278575450181979 2.9301759153604507 3.386523224413394 4.8559656031429759 4.315626457333563
leaf_count=133 124 21 340 20 139 52 70 60 131 16 30 80 41 17 2013 20 96 28 110 14 22 41 77 16 53 37 26 21 31 31
internal_value=0 -0.00181232 0.000978729 0.00220929 2.97978e-05 0.000661322 -0.00234885 -0.000607081 0.000264694 -0.000639543 -0.00042596 -0.000438246 0.00119723 0.00260363 -0.0025446 -0.000585302 -0.00102597 -0.00270503 -0.00143574 -0.000273363 0.00291442 -0.00156158 -0.000873975 4.56608e-05 0.00123659 -0.00163291 0.00210793 0.000512238 0.00155077 0.00214094
internal_weight=0 216.417 96.0803 41.8324 54.2479 42.0596 149.753 66.6647 34.8421 23.5112 24.012 13.9169 7.66364 38.8914 135.836 10.2804 20.2502 125.555 17.5953 10.238 35.7477 31.8225 21.2782 14.9467 10.0596 6.32671 18.0476 6.3167 7.85995 11.331
internal_count=3910 3023 887 399 488 349 2434 589 269 178 178 142 62 379 2292 90 148 2202 189 79 362 320 187 110 69 51 171 47 47 91
is_linear=0
shrinkage=0.00298938


Tree=43
num_leaves=31
num_cat=0
split_feature=12 16 1 13 39 4 48 160 160 133 40 457 14 132 376 0 16 0 16 4 1 48 483 1 48 133 3 4 47 52
split_gain=51.2525 17.3411 16.1146 6.89979 6.18974 6.1875 6.00023 5.79746 6.38947 5.2717 5.05245 4.6438 4.21884 4.10761 5.22908 4.03073 4.35982 3.9964 5.58566 3.94749 4.95944 3.49025 3.30839 3.22371 3.22826 2.90263 2.76446 2.75903 2.8148 2.65464
threshold=0.051320000000000005 -0.17157499999999998 0.10113500000000002 -0.0024749999999999993 0.14706500000000003 0.28937500000000005 0.11930500000000001 -1.0000000180025095e-35 0.098455000000000015 -1.0000000180025095e-35 0.26954500000000009 0.081330000000000013 0.064610000000000015 0.080815000000000012 0.048695000000000009 -0.10071499999999999 -0.008734999999999998 -0.10575999999999998 0.011450000000000002 -0.15796999999999997 0.081005000000000008 0.11379500000000002 0.095605000000000009 0.085110000000000005 0.086285000000000014 -0.083144999999999983 -0.13927999999999999 -0.04738499999999999 0.096475000000000019 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 12 10 11 7 22 -2 9 -9 25 19 13 14 15 16 23 -13 -19 20 -3 -7 27 -1 -25 -4 -17 -5 -29 -8
right_child=1 4 3 6 -6 21 29 8 -10 -11 -12 17 -14 -15 -16 26 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0024220066790810353 -0.0028831510642527446 0.00018478530959270187 0.00030925865769068677 -0.00091729543055264285 0.0028405579345955755 0.0028953820697621519 -0.0025634973769684214 -0.0016684653853245258 -0.0030067746991951014 0.0020256001166611493 -0.0018055654253465005 0.0027309193045485908 -0.0030732743426479213 0.0020823770063282386 0.0014397755689499042 0.00051377275942671467 0.002608633189446432 -0.0022629684521619392 0.0023737163311997309 -0.0022886638902209779 -0.002745299897884859 -0.00032092332601231022 -0.0019145925241396116 0.0014196053185233615 -0.0011634151915527553 0.0026208667272088182 -0.0023901853564592475 0.0022467324249517079 -0.00056407217956521956 0.00070366645310570674
leaf_weight=4.8705010637641015 5.3887453265488174 9.5225876793265325 3.8872907459735861 2.7156925573945143 1.6825535893440235 6.3129984065890294 4.9123981148004523 3.3984310403466251 3.2047592960298052 8.6899273879826051 1.9566611349582661 2.0427942797541609 3.7921812571585169 4.1199053786694995 6.9918458238244048 2.4760091900825456 2.9725673720240549 6.920900531113146 2.1545111685991287 121.74163519218564 5.9266607873141757 3.2229744046926498 2.0533744022250167 5.5408851280808431 6.8334664553403854 29.535446643829346 12.738920401781803 14.514070220291616 2.6670744642615309 2.3133356273174286
leaf_count=61 67 67 36 23 17 60 36 34 35 61 12 11 32 30 52 14 18 92 11 2292 94 18 13 34 39 332 153 133 18 15
internal_value=0 -0.00160548 0.00054385 0.00137549 -0.00195562 0.000132498 0.000470156 -0.000640194 0.000150144 0.000987078 0.00212208 -0.00201003 -0.000522707 -0.0003149 -0.000547705 -0.000939893 -0.000204098 -0.000446913 -0.00116222 -0.00213671 -0.000939258 0.00180833 0.00112447 -0.00068894 -6.81156e-06 0.00235201 -0.00191761 0.0014381 0.0018104 -0.00151751
internal_weight=0 180.209 114.892 64.5553 149.992 30.2178 29.1759 20.6819 15.2931 12.0884 35.3794 148.309 50.3363 46.5441 42.4242 35.4323 20.2174 11.1182 9.07541 137.191 15.4492 9.53597 21.9502 17.2449 12.3744 33.4227 15.2149 19.8968 17.1811 7.22573
internal_count=3910 2859 1051 618 2584 275 238 197 130 95 380 2567 433 401 371 319 152 114 103 2453 161 78 187 134 73 368 167 174 151 51
is_linear=0
shrinkage=0.00251474


Tree=44
num_leaves=31
num_cat=0
split_feature=12 16 1 13 49 4 3 160 160 160 1 147 0 40 13 42 14 51 50 484 457 38 43 0 123 42 48 43 15 16
split_gain=44.738 15.4703 13.9113 6.24411 5.62876 5.34648 5.25488 5.22082 5.52313 4.9491 6.336 4.5986 4.57085 4.44826 3.98313 4.87443 3.79142 3.86801 4.52084 4.2501 3.63993 3.68432 3.55357 3.74813 3.64444 3.25285 3.23601 2.96578 2.60463 2.58916
threshold=0.051320000000000005 -0.17157499999999998 0.10113500000000002 -0.0024749999999999993 -0.062504999999999991 0.28937500000000005 0.090325000000000003 -1.0000000180025095e-35 0.098455000000000015 0.083295000000000022 0.12730000000000002 0.089090000000000016 -0.11756999999999999 0.26954500000000009 -0.10939499999999998 0.078965000000000021 0.064610000000000015 -0.097124999999999989 0.096815000000000012 0.085815000000000016 -0.0015249999999999997 0.083695000000000006 -0.049504999999999987 -0.15137999999999999 1.0000000180025095e-35 0.092145000000000019 0.11379500000000002 0.14198000000000002 -0.095799999999999982 0.67964000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 16 13 9 7 -5 -2 12 10 -3 -8 -9 27 15 -6 17 -1 19 20 -19 22 24 28 -22 -14 -7 -4 -24 -16
right_child=1 4 3 6 14 26 11 8 -10 -11 -12 -13 25 -15 29 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021274527311589356 -0.0027854994473762952 -0.0022750889814097662 0.002412903080619663 0.001959019260247147 0.000852542643350541 0.0027926846617789347 -0.00097931637096306911 -0.001204688802627623 -0.0028938776276594643 0.0015301618383983819 0.0027968744372651763 0.0018816647704118041 0.0030015935528461025 -0.0015863830363715119 -0.0022036227051491345 -0.0025762453851083823 -0.0029480885941244339 -0.002864214851905965 -0.0030644347559832192 0.0024080438049739359 -0.00027513629293745206 -0.0024254789311262694 -0.00028953796269671616 -0.0011545189191202558 0.0031954979192054742 -0.00042313138321615487 -0.00028245031005688209 -0.00099120302177842668 0.0024673318260761516 0.0011130216871876621
leaf_weight=6.0014127455651751 4.9337104111909893 8.8462640196084958 29.476492196321491 9.1748195588588732 6.0594868883490545 5.7890032380819303 14.509576667100193 4.2297299690544623 2.944783676415681 5.0828615464270106 1.7923592999577511 4.4399133548140517 5.5256244800984859 1.9603798389434803 112.42882616817951 4.2816629000008106 3.4955265074968329 2.6441019624471691 2.7215831875801078 4.6897099763154975 2.9908202439546683 3.0111227780580512 4.1699162349104881 10.011424239724866 4.720505490899086 2.4102560877799988 3.2238679081201553 1.6345911324024189 4.1252152174711281 1.4425635337829579
leaf_count=88 67 111 354 87 31 60 110 38 35 32 18 41 37 12 2301 69 32 18 25 32 27 29 22 101 39 20 18 14 20 22
internal_value=0 -0.00151418 0.000502744 0.00128297 -0.00185334 0.000119142 0.000430895 -0.000588421 0.000128949 -0.000466587 -0.00142058 -0.000308981 0.000860649 0.00200759 -0.00202886 -0.000567117 -0.000480073 -0.000288727 -6.38998e-06 0.00022249 -0.000101116 0.00015056 0.000448693 -0.00014134 0.00184942 0.00196145 0.00169272 0.00223405 0.00108147 -0.00216161
internal_weight=0 168.991 109.777 61.1958 139.934 29.057 28.1243 20.0441 15.1104 15.7215 10.6386 18.9495 12.1656 33.0715 124.213 10.3411 48.5813 45.0858 39.0844 36.3628 31.6731 29.029 26.0179 18.3066 7.71133 7.93588 9.01287 31.1111 8.29513 113.871
internal_count=3910 2859 1051 618 2584 275 238 197 130 161 129 151 95 380 2423 100 433 401 313 288 256 238 209 143 66 57 78 368 42 2323
is_linear=0
shrinkage=0.0024599


Tree=45
num_leaves=31
num_cat=0
split_feature=1 12 12 2 16 50 48 40 0 4 2 0 2 4 50 51 14 4 48 4 0 4 16 48 457 4 4 15 49 13
split_gain=69.9418 18.0097 14.0029 11.2895 9.44659 10.1068 10.1349 8.54881 6.51193 7.01188 5.14688 6.25678 4.97055 8.18702 4.56932 5.40297 5.16654 5.483 5.59152 5.07963 4.19326 4.24837 3.46799 3.30749 2.40117 2.23907 4.10721 2.20542 2.16518 2.11767
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.14808000000000002 0.064860000000000015 0.11515000000000002 0.11930500000000001 0.27658000000000005 -0.060094999999999989 0.39574000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.10742000000000002 -0.49837999999999999 0.086815000000000017 -0.097124999999999989 0.077685000000000018 -0.0025899999999999994 -0.031569999999999994 -0.48072499999999996 -0.13870499999999999 0.0057500000000000008 -0.16268499999999997 -0.079424999999999982 0.083995000000000014 0.15045000000000003 0.18622000000000002 -0.094449999999999992 -0.075429999999999983 0.11202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 14 4 5 6 10 -2 9 24 11 22 13 -10 15 -1 17 19 -19 -17 21 -20 -3 -12 25 -4 -27 -21 -26 -6
right_child=1 3 8 -5 29 -7 -8 -9 12 -11 23 -13 -14 -15 -16 16 -18 18 20 27 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0025162590414636579 0.0029103968875994757 0.00036058480397339096 -0.0026563110663360484 0.0029339907863196483 -0.0021992911450976309 -0.0026039807913591216 -0.0023171247003730923 -0.0027377063621084352 -0.0024144298680776675 0.0034114125967070982 -0.00023593525265146772 0.0034282082007984441 -0.0023506881953728877 0.002141063128257333 -0.0030194669353566929 -0.0016614374043829973 -0.0033888724894090214 0.0036496722380788887 -0.0016501179734850215 -1.581578298476254e-05 -0.0022615928110950091 0.0017974435137303926 -0.0029181898657104732 0.0027750312097762591 -2.5189145227523921e-05 0.0015031631900360718 -0.0024867886954088787 0.002576331134629066 -0.0024950852603370767 0.00024925886672617903
leaf_weight=7.5706535577774039 31.569964542984962 6.4158507958054534 121.96811168268323 9.6237070113420469 16.888226971030239 7.079312600195407 6.1200486347079268 2.1459030658006659 4.8761563897132874 1.5431537702679623 3.2111213877797118 3.3589483276009551 8.7033645249903184 7.5198194608092326 5.4029316529631606 3.4084774702787426 3.1676782742142668 2.0800922811031368 5.111660376191141 3.1012731604278096 10.74590900540352 5.6340559124946594 3.8825913853943339 18.46838511526585 5.5580876991152763 2.8117726594209653 6.1999867185950279 11.921545110642903 5.1060872972011548 3.1410166919231406
leaf_count=91 298 41 2057 82 195 61 39 11 38 10 25 29 116 42 43 22 27 13 29 20 99 35 31 155 33 27 69 80 72 20
internal_value=0 0.000878055 -0.00177601 0.000156704 -0.00023311 0.000419808 0.000936159 0.00255091 -0.00218474 -0.00239402 0.0014996 0.000182941 -0.000764556 0.000349087 -0.000621143 -0.000375453 -1.66522e-05 0.000237665 -0.000637169 0.00135649 -0.00105208 0.000157463 -0.000875538 0.00232905 -0.00245726 -0.00255899 -0.00124188 0.00204121 -0.00120779 -0.00181531
internal_weight=0 111.905 222.431 78.1892 68.5655 48.5363 41.4569 33.7159 164.287 143.187 35.3369 13.6574 21.0993 12.396 58.1443 52.7413 45.1707 42.003 23.5717 18.4313 21.4916 10.7457 10.2984 21.6795 141.644 130.98 9.01176 15.0228 10.6642 20.0292
internal_count=3910 987 2923 678 596 381 320 309 2464 2268 281 101 196 80 459 416 325 298 176 122 163 64 72 180 2258 2153 96 100 105 215
is_linear=0
shrinkage=0.00273826


Tree=46
num_leaves=31
num_cat=0
split_feature=4 12 151 43 1456 13 49 3 43 3 11 484 1 0 42 457 0 151 1375 52 48 130 403 44 133 49 16 133 15 1
split_gain=42.2599 23.6694 9.28591 6.98211 6.22643 6.09573 7.20128 5.96574 5.95621 5.19725 4.84682 5.08763 4.98442 6.30929 4.60126 4.26675 4.14681 4.00329 3.94614 3.58034 3.45162 3.38733 5.85044 3.37452 3.31168 3.21089 3.07944 2.89774 2.70789 2.32081
threshold=0.27608500000000008 0.051320000000000005 -0.27336999999999995 -0.049504999999999987 0.091180000000000011 -0.094679999999999986 -0.22390499999999999 0.30601500000000009 -0.24333999999999997 -0.097604999999999983 0.077165000000000025 -1.0000000180025095e-35 0.083370000000000014 -0.083674999999999986 0.084685000000000024 0.081330000000000013 -0.060094999999999989 -0.086909999999999987 -0.012944999999999998 -0.016329999999999997 0.078735000000000013 -0.082634999999999986 0.0055000000000000005 0.088980000000000017 -0.088354999999999989 -0.073619999999999977 0.15737500000000001 0.084285000000000013 -0.10312999999999999 0.11774500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 29 10 -7 17 -1 14 11 -3 13 27 15 24 -16 -5 -19 -10 -21 22 -11 -9 -8 -20 28 -13 -27 -4
right_child=2 5 4 7 -6 6 9 23 19 21 -12 12 -14 -15 16 -17 -18 18 25 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014170874411283669 -0.0029785632441358166 -0.003280945895068472 0.0015550579071065081 0.0014413874958321585 -0.0025263344023325144 0.00094026649003979784 0.0019083337057773948 0.0026562932696232128 0.0026969283385180126 -0.002089328039360158 -0.0030706815947149223 -0.003051021585065782 0.0031559097599274622 0.0021415576291152066 -0.0012618510440103841 0.0010165066194523311 0.0042221450468559098 0.0010110949969778535 -0.0033005109096023826 -0.0011269648873049188 0.0026956998086784638 -0.0026234564190509117 0.0061335232160344413 -0.001415066586860165 -0.0026935177270612388 -0.0022172089346000909 -0.0026892366079451641 0.00028875220391228227 -3.3880075908569009e-05 0.0029668211584868908
leaf_weight=5.3799739144742516 2.8687831386923781 3.1120636202395024 14.705143913626669 4.6142254807054988 2.039191521704196 5.5344950482249251 1.2837536334991515 5.8852819055318824 12.941480778157715 2.2886847183108325 4.975815210491418 5.0728241689503246 4.1186602376401416 4.971295446157451 2.0298839621245861 3.6115624271333209 2.1126672849059096 5.0548145622014991 6.600767243653535 4.6811054348945591 2.8549726232886314 94.848888292908669 0.90708613023161877 2.0646379142999649 13.742876663804052 5.9251400828361556 7.4995092190802088 3.168901763856411 15.220690466463566 21.560255937278271
leaf_count=47 20 41 145 31 13 41 14 65 143 43 65 71 39 25 27 33 15 26 54 32 24 2059 19 14 233 58 98 26 126 263
internal_value=0 -0.00123741 0.0017763 -1.82226e-05 0.00213241 -0.00186976 -0.00211605 -0.000588926 0.00114857 -0.00225604 -0.000645467 -5.51927e-05 0.000524021 -0.000296371 -0.0010771 -0.00165765 0.00153494 -0.000976175 -0.00125297 0.00182263 0.000321216 -0.00252997 0.000244642 0.00159894 -0.00230037 -0.00157767 -0.00118068 -0.0017669 -0.000645657 0.00239437
internal_weight=0 230.502 41.1734 78.7226 38.3046 151.779 126.36 52.8651 25.8575 120.825 25.4196 20.4437 17.3317 13.213 22.7807 18.6382 4.14255 44.9151 40.3009 20.4776 7.53608 98.0447 3.19577 7.94992 15.0266 35.2461 28.6453 8.24173 21.1458 36.2654
internal_count=3910 3469 441 718 421 2751 2484 472 246 2443 267 202 161 122 322 280 42 393 362 199 56 2121 62 79 247 336 282 97 184 408
is_linear=0
shrinkage=0.00274004


Tree=47
num_leaves=31
num_cat=0
split_feature=1 52 12 159 39 48 4 158 52 51 43 147 15 3 376 50 3 13 133 0 1 4 49 16 475 44 47 0 1186 43
split_gain=79.8596 19.3596 17.0856 13.7564 7.76486 7.48225 7.32072 7.29162 6.9872 6.56115 5.95005 5.21076 5.0933 4.78774 4.86546 4.38011 4.35078 4.16396 3.89498 5.59683 3.38612 2.95619 2.93164 2.88258 4.23824 2.86344 2.82236 2.61995 2.41759 6.65861
threshold=0.099115000000000023 -0.40083499999999994 0.080120000000000011 -1.0000000180025095e-35 0.005105000000000001 0.11930500000000001 -0.15796999999999997 0.11034000000000001 0.12539500000000003 0.11975000000000001 0.24789500000000006 0.088035000000000016 0.035895000000000003 -0.15121499999999996 0.048695000000000009 0.11515000000000002 -0.005644999999999999 -0.098524999999999988 -0.0056849999999999991 -0.13506999999999997 0.081005000000000008 -0.49837999999999999 -0.18178499999999997 0.081265000000000018 -0.061639999999999993 0.084245000000000014 0.096475000000000019 -0.080229999999999982 0.085080000000000003 -0.0040649999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 15 5 7 20 8 10 -7 12 13 26 -1 23 16 -3 18 -8 -20 21 -4 -19 24 -15 -6 -5 -16 -24 -30
right_child=1 3 6 4 25 9 17 -9 -10 -11 -12 -13 -14 14 27 -17 -18 22 19 -21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016500794071079535 -0.0024693353272378081 -0.0014205309503685076 -0.0016101321728377812 0.0029276376148750726 0.002869121381161441 -0.0029019335064606631 -0.0027213498067344449 -0.0027013114136053475 -0.0017489819401503783 0.001432802210459378 -0.0017394120415229663 0.0029742484547118212 -9.6905927713886907e-05 0.0016230712036481311 -0.00048286262467553978 -0.0027560581936585515 0.0027875022269843444 8.6393955350612121e-05 -0.0025694456174025137 0.0016601333460695626 -0.003032495865459233 0.0012082861072129432 -0.0025829711545328647 -0.002950430917453878 -0.0013477535909295734 -0.00019986035071538851 0.00075605387666426117 0.0024645842493478155 -0.0028602647964631454 0.0041701368269728683
leaf_weight=5.8164544999599448 10.372288677841423 4.3495699465274811 3.9063265994191161 31.821868069469929 32.725333921611309 5.5888877734541875 5.6465279571712008 2.7334670051932326 3.7080854550003997 4.3755792304873466 2.7520205751061431 3.0046646967530242 5.4923987537622443 3.8473345115780857 4.4897474348545074 6.4543778635561466 2.8639121577143651 3.1150911077857009 3.5283810868859291 5.835597697645424 2.6620605997741213 7.9161290079355231 125.71053194999695 6.2839111834764472 27.495528478175402 2.2860045507550231 4.8471410870552054 4.0151406526565534 2.8965574912726879 1.4066492952406395
leaf_count=32 142 42 29 266 290 38 71 28 23 26 22 18 35 23 30 61 19 20 36 35 28 48 2116 81 225 13 30 24 44 15
internal_value=0 0.000993007 -0.0016982 0.00131949 0.00167263 0.00110389 -0.00213006 0.00151181 0.00174867 -0.000998472 0.00203744 -0.000420197 0.00228397 -0.000616531 -0.000902314 -0.00116947 0.000250151 -0.00230594 -0.000982265 6.64127e-05 -0.000331212 0.000277036 -0.00245519 -0.00131164 -0.000983085 0.00266874 0.00264058 0.000908621 -0.00251609 -0.000562139
internal_weight=0 120.371 217.577 109.999 96.3308 61.3194 162.624 51.355 48.6215 9.96447 44.9134 54.9528 42.1614 51.9481 46.1317 13.6679 7.21348 148.139 15.0105 9.36398 14.4845 11.8225 133.129 37.6268 31.3429 35.0113 36.669 8.50489 130.014 4.30321
internal_count=3910 1035 2875 893 771 468 2442 404 376 64 353 433 331 415 383 122 61 2337 142 71 105 77 2195 329 248 303 296 54 2175 59
is_linear=0
shrinkage=0.0026511


Tree=48
num_leaves=31
num_cat=0
split_feature=1 52 12 159 39 4 15 150 447 484 1 52 16 50 48 1 2 0 1 4 4 16 15 4 0 49 4 48 43 4
split_gain=70.3302 17.4306 15.0729 13.817 7.94307 7.31215 7.23717 9.1351 6.50414 5.53146 4.93977 4.65384 4.64306 3.6894 3.58801 4.02542 3.56563 3.4409 5.79999 5.09967 5.48446 4.86335 3.34624 3.0555 2.96899 2.81164 2.63053 2.46972 4.3319 2.34576
threshold=0.099115000000000023 -0.27466499999999994 0.083325000000000024 -1.0000000180025095e-35 0.005105000000000001 -0.15796999999999997 -0.24219999999999997 0.082085000000000019 0.085135000000000016 -0.0043499999999999988 0.13662500000000002 0.18936500000000003 -0.50763499999999995 0.11843500000000001 0.11930500000000001 0.10471000000000001 0.11500500000000001 0.048950000000000007 1.0000000180025095e-35 0.0057500000000000008 -1.0000000180025095e-35 0.10994000000000002 -0.017214999999999998 -0.44477499999999992 -0.14867499999999997 -0.24167999999999998 -0.49837999999999999 0.091125000000000025 -0.074904999999999985 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 13 6 26 -5 10 9 -1 14 17 -7 16 15 -8 -3 18 29 20 21 24 27 -19 -20 -14 -4 28 -17 -11
right_child=1 3 5 4 -6 12 7 -9 -10 11 -12 -13 25 -15 -16 22 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030546155500949393 -0.0024224542424814885 -0.0014658694130140803 -0.0020581611525153963 0.002851590222340545 0.0030397816957009093 0.00033453094671375723 -0.0033696589385291452 0.0024011068207892578 0.0036791915761682204 -0.00034376313157180697 0.0026263406550933524 -0.0035637707734107694 0.00045318533181104608 -0.0032160442840565209 -0.0030535397094369741 0.00037979443550712936 0.0027975332588888522 -0.00020622476360330762 -4.6898119063681647e-05 0.0021951965607266543 -0.0031945681053129637 -0.0029426654432698047 0.0020630577818157507 0.0036363296024436143 0.0031478372112471891 -0.0027453804765420818 0.00071341524337204475 0.0017179889054402889 -0.0048067365036583232 -0.0032993076046664042
leaf_weight=8.3336703479289991 11.438880354166029 5.2258412130177003 4.6479729786515227 16.619301453232765 32.017883710563183 4.6481411196291438 3.1494555771350958 14.790593795478342 2.9710392951965323 3.4661379382014275 3.7896464839577666 3.8626348599791518 2.4651006609201422 5.5830141268670559 5.7601632177829734 3.175601169466975 2.5759797915816307 3.6790789142251015 5.9358903914689982 7.9860942512750617 5.2865118086338105 3.0215851515531531 5.7938273027539227 3.6025604233145705 4.4972596652805823 124.63843524083495 8.5581555105745775 2.2759318128228188 2.5569863915443394 7.4152623713016492
leaf_count=89 152 50 39 143 298 42 28 122 21 32 26 38 15 55 41 30 17 23 40 46 38 40 41 23 32 2203 58 14 18 96
internal_value=0 0.00105133 -0.00184837 0.00143594 0.00185437 -0.00236599 0.00119898 0.000533843 -0.00059903 -0.000821688 -0.00050828 -0.000439999 -0.00257688 -0.00137538 -0.00103131 -0.000344167 -5.8193e-05 -0.000171211 -0.000532512 0.000210633 -0.000635037 0.000370631 0.000346198 0.00169486 0.00133021 -0.00268335 -0.000262057 -0.000895878 -0.00193363 -0.00235785
internal_weight=0 114.753 205.016 103.314 89.9294 144.958 57.9115 41.2922 60.0577 57.0867 26.5016 48.753 131.752 13.3848 22.712 16.9518 7.80182 44.8904 37.6087 26.7273 18.7412 13.4547 13.8023 7.28164 10.4332 127.104 13.2061 8.00852 5.73259 10.8814
internal_count=3910 1035 2875 883 761 2357 463 320 518 497 198 408 2260 122 172 131 67 370 324 196 150 112 103 46 72 2218 97 62 48 128
is_linear=0
shrinkage=0.00296579


Tree=49
num_leaves=31
num_cat=0
split_feature=1 12 12 2 38 150 4 4 447 484 52 16 16 160 48 39 49 147 15 14 475 52 3 0 1 47 43 39 43 4
split_gain=44.4809 13.0332 11.1686 8.87452 8.63705 8.08584 7.51389 6.49021 5.49845 4.77485 3.97691 3.91777 3.66375 5.19883 4.3347 3.675 3.26724 3.26338 4.41841 3.19918 4.08743 3.3991 3.49947 2.81874 3.51464 2.61336 2.60279 2.26621 2.23754 2.21246
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 0.14808000000000002 0.13584500000000002 0.081245000000000026 0.51224500000000017 -0.15796999999999997 0.085135000000000016 -0.0043499999999999988 0.18936500000000003 -0.50763499999999995 -0.067969999999999989 -1.0000000180025095e-35 0.11930500000000001 0.12239000000000001 -0.24910499999999997 0.088505000000000014 -0.073314999999999991 0.078275000000000025 -0.083449999999999983 0.071660000000000015 -0.15653499999999998 -0.23029999999999998 0.092385000000000009 0.096475000000000019 -1.0000000180025095e-35 0.083790000000000017 -0.049504999999999987 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 -2 6 12 29 9 -1 19 -9 13 -3 25 -14 -13 18 -7 20 -11 22 -22 -24 -25 -15 27 -23 -26 -4
right_child=1 3 7 -5 -6 17 -8 11 -10 10 -12 16 15 14 -16 -17 -18 -19 -20 -21 21 26 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0033723016795483966 0.0033216372687664003 -0.0040505235325987501 -0.0021059803716824174 0.0034412618674497905 -0.0042979129160876364 0.0029866277526110203 0.0033619760150059683 0.00037532800246285026 0.0040386782432947979 0.002989687401995198 -0.0039352927719848978 0.0011592911167250908 -0.0025613679891133734 0.0028086551802329971 -0.002201376690076758 0.0024393816132064401 -0.0029386661136915127 0.0040443192035369818 -0.0016173793099795925 -0.0039473602185572908 0.0032419642734357974 -0.0020170876472304033 0.00082913022139186878 -0.0027885015405324535 0.0028297845461352873 -0.00053287059273764777 0.0043572461193671424 0.0024748137459112006 -0.0015011030560912522 0.00085144254922648092
leaf_weight=7.3096593394875518 25.830568790435795 3.3103152364492443 4.2828544825315467 7.96640471369028 1.7545365169644345 4.6915662437677375 4.09426525235176 4.3270231932401648 2.6335412114858618 4.5851837359368792 3.382079664617776 2.1950308606028548 22.613642845302827 7.3305776007473415 4.5787980556488028 1.74841759353876 101.6393491961062 5.0844361186027518 4.519725088030099 2.3520337194204322 2.0600305572152093 2.491032101213932 5.4729704558849326 13.430959235876811 2.3446007370948792 3.9925849922001362 2.5377537235617629 2.470577135682106 3.0072120651602736 8.0338740758597833
leaf_count=89 308 30 39 82 9 43 46 42 21 36 38 14 292 64 33 11 2204 56 36 21 12 25 30 168 21 25 17 17 23 58
internal_value=0 0.00090262 -0.00189947 0.000139578 0.002837 -0.000284901 -0.00094231 -0.00246264 -0.000644777 -0.000884533 -0.000472503 -0.00272292 -0.00134674 -0.000261637 0.000527097 -0.00220247 -0.00285204 0.00190721 0.000727569 -0.000185122 4.53161e-05 -0.000353928 -0.000916383 -0.00126955 -0.00188107 0.00163042 0.00161977 0.000219604 0.000396236 -0.000176932
internal_weight=0 97.5158 174.556 69.9307 27.5851 61.9643 47.6686 120.478 54.0776 51.4441 44.1344 108.161 43.5743 19.2123 15.902 24.3621 103.834 14.2957 9.21129 40.7524 38.4003 33.8151 26.3158 24.2557 18.7828 11.3232 7.49936 4.96161 5.35181 12.3167
internal_count=3910 1035 2875 718 317 636 501 2357 518 497 408 2260 455 152 122 303 2218 135 79 370 349 313 254 242 212 89 59 42 44 97
is_linear=0
shrinkage=0.00332321


Tree=50
num_leaves=31
num_cat=0
split_feature=1 52 12 47 15 50 0 48 2 4 0 447 13 52 4 3 376 2 0 2 4 52 0 15 1 12 15 48 3 4
split_gain=71.6683 17.7341 15.8766 12.9634 10.2815 7.25612 7.16756 5.89999 5.00519 7.49427 4.96037 4.87038 4.5642 4.28349 4.19662 4.08875 5.13816 3.62037 6.50363 3.51191 4.13701 3.40722 3.40711 3.26503 3.25687 3.13457 2.96894 2.38248 2.05529 2.54159
threshold=0.099115000000000023 -0.42985499999999993 0.080120000000000011 0.08801500000000001 0.05377500000000001 0.11843500000000001 -0.060094999999999989 0.12862000000000004 0.10742000000000002 -0.49837999999999999 -0.037619999999999994 0.085135000000000016 -0.077154999999999987 0.17829500000000004 0.15045000000000003 -0.15002999999999997 0.048695000000000009 0.10393500000000001 -0.11756999999999999 0.12918000000000002 0.15045000000000003 0.12539500000000003 -0.10071499999999999 0.15086500000000003 0.11649500000000002 0.092475000000000016 -1.0000000180025095e-35 0.11521500000000003 -0.0045049999999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 5 7 14 21 9 -8 12 13 25 15 23 -1 22 18 -16 20 -6 -3 28 -4 -23 27 -18 -5 -17 -30
right_child=1 3 6 10 19 -7 8 -9 -10 -11 -12 -13 -14 -15 17 16 26 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0017835753380115813 -0.0027481497316213222 0.0026828550958281168 -0.0023851404051176894 6.9598251659741013e-05 -0.0023432560383517746 -0.0014557398068034903 -0.0021002420275174926 -0.0014102870664985225 -0.002125943424153696 0.0020906457827983217 0.0026182500030165518 0.0029723688057686163 -0.0015979941688330232 -0.0030284276539342555 -0.0028402300899756645 -0.0023118569297124322 -1.4975612089145721e-05 -0.002678758457422692 0.002273900551396466 0.0017621946189841403 0.0014988722593948095 -0.0010281104057655993 -0.0020787260915556736 0.0015265261002725963 0.002734169626522457 -0.0016422478237497205 0.0031626656922378342 0.0031970184371566271 -0.00074487310901364648 0.0013400301632597641
leaf_weight=5.315396159887313 7.8809021040797225 55.501809194684029 119.9643345810473 3.0825961008667981 6.390733025968073 3.492936171591281 4.4867252185940742 2.6458585113286963 7.9081680662930003 7.3275520242750662 3.3074425756931296 2.7020686343312255 14.675320647656918 4.1620458662509909 2.5510468445718288 3.0810717232525304 4.8820596784353256 3.8242405951023102 4.4516992233693582 3.5340538173913947 2.5597924292087555 3.3316705971956244 12.730460848659282 1.4079745635390271 2.7303453087806702 2.6101576834917068 3.1579969525337201 3.2778739854693413 11.377233356237413 5.7356735505163661
leaf_count=29 127 512 2131 20 54 27 38 14 113 42 24 17 132 41 31 36 36 42 36 26 12 24 142 9 20 18 17 25 75 40
internal_value=0 0.000949166 -0.00156934 0.00122113 0.00173614 0.00212882 -0.00198961 0.00232382 -0.000553492 0.000499066 -0.000311053 -0.000367919 -0.000720785 -0.000546851 -0.00220387 -0.000323678 -0.000597107 -0.000680435 0.000410862 -0.000393336 -0.00124443 0.0024843 -0.00104405 -0.00233976 0.000666429 0.000714269 0.00123315 0.00168132 -0.000391781 -4.60833e-05
internal_weight=0 115.021 205.066 107.141 80.1872 67.7026 151.922 64.2097 19.7224 11.8143 26.9534 53.144 23.6459 50.4419 132.199 46.2799 40.9645 10.827 7.00275 12.4846 8.95053 61.5638 32.9244 121.372 6.06202 8.97063 8.04006 6.36047 20.194 17.1129
internal_count=3910 1035 2875 908 689 597 2442 570 193 80 219 433 195 416 2249 375 346 109 67 92 66 556 293 2140 44 63 53 45 151 115
is_linear=0
shrinkage=0.00255377


Tree=51
num_leaves=31
num_cat=0
split_feature=1 12 15 150 1 13 0 16 43 457 2 50 42 11 42 149 156 0 0 15 15 4 4 48 49 16 52 43 47 4
split_gain=52.2868 14.8503 10.8152 9.16931 5.89324 5.86173 5.63227 5.98845 5.8488 5.39907 5.26609 4.63128 3.68228 4.26106 4.0104 3.63109 3.51652 3.70319 4.19753 3.51221 4.34011 4.62691 4.34264 3.4573 3.02776 2.51947 2.33806 3.4685 3.13534 2.07124
threshold=0.10398500000000001 0.083325000000000024 -0.24219999999999997 0.075065000000000007 0.085990000000000011 -0.00059999999999999995 -0.060094999999999989 -0.50763499999999995 -0.50329499999999994 0.082870000000000013 0.14073000000000005 0.11901000000000002 0.086825000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.092550000000000007 0.096585000000000018 -0.035699999999999989 -0.10462499999999998 -0.038029999999999987 0.079360000000000014 -0.48072499999999996 -0.17479499999999998 0.12933000000000003 -0.24910499999999997 0.15737500000000001 0.0053050000000000007 -0.010284999999999997 0.096475000000000019 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 10 19 29 7 -3 -8 -7 16 -2 13 14 -10 -5 17 18 23 -1 21 -21 -23 26 -9 -19 27 -4 -29 -6
right_child=2 6 3 15 5 9 8 24 12 -11 -12 -13 -14 -15 -16 -17 -18 25 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0024141900724248327 0.0024793517437544208 0.00060054508479219851 0.0034073389202578983 0.002128901649504971 0.0026683244803971003 -0.0012946151907158871 0.0047504435469856287 0.00062717731402622834 -0.0021220169592083993 0.0012693297396475193 0.0018705016905896567 -0.0010498577169551311 -0.0027261144275429606 -0.0025638556858042171 0.0015086553430145356 -0.0015179691889745084 -0.0029761670016364571 0.0032713676327084358 -0.0019054328780668951 -0.0019286681505812215 -0.0024566754440129399 0.0035945516033527047 -4.5697045116308841e-06 -0.0022624262075200607 -0.0022444778527438863 -0.00012524557071908398 -0.0015577273032203519 0.0019081933415824924 -0.0013339246113664529 0.00044619418276990893
leaf_weight=9.7653351612389105 25.849139161407951 4.9742639660835257 2.9685377553105337 16.795446261763576 6.73882657289505 14.546128004789354 1.1702437922358537 2.3108371794223777 2.5249366909265527 7.7595852613449088 5.8245389461517325 2.5137255340814582 5.2804066464304915 3.6648657880723468 7.2764206789433965 1.8693740926682938 3.6666646376252165 2.5306736603379276 11.767849713563917 4.5892286375165012 5.5660187005996695 2.9735303819179553 6.7641011849045718 3.1914038062095633 107.41422336176038 2.873038724064827 2.4432359039783469 3.5481864511966705 3.8124416247010231 4.1921063959598523
leaf_count=133 279 44 25 170 60 131 9 14 34 47 50 16 86 52 37 17 57 22 133 41 77 16 53 25 2158 29 14 28 22 31
internal_value=0 -0.00138644 0.000899235 0.000312772 -0.000390701 0.00032704 -0.00185167 -0.00206324 -0.000633249 -0.000402685 -0.000322522 0.00216657 -0.000969322 -0.000280445 0.000573355 0.00176365 -0.000669604 -0.000414367 -0.000780665 -0.00119504 -0.000596565 0.000126092 0.00109448 4.84671e-05 -0.002184 0.00146546 0.000625883 0.00114239 0.000228936 0.00181612
internal_weight=0 197.511 89.6543 61.2914 62.8949 33.2366 134.616 114.699 19.9169 22.3057 42.6266 28.3629 18.7466 13.4662 9.80136 18.6648 36.802 33.1354 27.7317 29.6582 19.8929 14.3269 9.73763 15.9638 109.725 5.40371 12.7724 10.3292 7.36063 10.9309
internal_count=3910 3023 887 592 589 269 2434 2216 218 178 405 295 209 123 71 187 355 298 247 320 187 110 69 114 2172 51 89 75 50 91
is_linear=0
shrinkage=0.00248218


Tree=52
num_leaves=31
num_cat=0
split_feature=1 52 12 12 50 47 40 4 447 15 484 48 16 52 4 2 14 475 0 0 52 48 49 160 4 1 4 2 160 43
split_gain=64.6711 16.0313 14.5073 11.5574 8.8121 9.56726 7.34699 7.21388 6.36817 5.81013 5.30487 5.14691 4.58216 4.36988 3.81944 5.15053 3.79742 4.87208 4.10125 6.50943 3.5291 3.27807 3.19229 3.11659 4.64543 2.63599 2.33406 2.00458 1.91141 1.91018
threshold=0.099115000000000023 -0.42985499999999993 0.083325000000000024 -0.071274999999999991 0.11515000000000002 0.10070000000000003 0.27658000000000005 -0.15796999999999997 0.085135000000000016 0.035895000000000003 -0.0043499999999999988 0.12862000000000004 -0.50763499999999995 0.18936500000000003 0.22584000000000001 0.12918000000000002 0.078275000000000025 -0.083449999999999983 0.048950000000000007 -0.13027499999999997 0.13709500000000002 0.13096500000000003 -0.24910499999999997 0.086110000000000006 0.0057500000000000008 0.095575000000000007 -0.49837999999999999 0.099015000000000006 0.083295000000000022 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 6 5 9 -3 26 10 11 -1 20 28 16 15 -11 17 -12 19 23 -5 -6 -14 -19 -25 -21 -4 -20 -9 -7
right_child=1 3 7 4 21 29 -8 12 -10 14 13 -13 22 -15 -16 -17 -18 18 27 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023953046135938294 -0.0025137165580959345 0.0024772207976170219 -0.0015382127735119977 0.0022189522308500536 -0.0027493242521443046 0.00026767019219755379 -0.002138299063925357 0.0015677968906926451 0.0028642582506874419 -0.0023683210840425256 0.002174826353706227 -0.0014273195212183148 0.00061457602269809365 -0.0027949438641628795 0.0021141710142807552 0.0014244316670578472 -0.0028616640386449391 0.0017564366556490677 0.003037505665653804 -0.0019235048627570864 -0.00020365962673021725 0.00041971778104536251 -0.002153345222318818 -0.0021775498178765234 0.0017334543609464335 0.0009750518756055258 0.00054781781271469961 0.00036651674592542868 -0.0014866419293236512 -0.0016100147538825335
leaf_weight=8.1065452136099321 7.4962211810052386 30.655305340886116 4.5306698828935614 31.452141463756561 5.7356531545519811 4.5413036346435538 2.0219648480415335 2.66945582255721 3.0045220479369155 5.3812232762575132 5.1165006272494784 2.6463402807712546 2.3360976204276076 3.6975392065942279 2.9583812654018393 3.1059047728776932 2.6550321206450453 6.5221920087933487 2.569711245596408 15.04812828823925 3.6958240643143645 2.6131875887513161 120.62125689163804 3.9182468429207802 2.9116219319403172 1.9491312578320492 8.4563639983534795 3.8770484104752541 1.9499278925359247 8.666497524827717
leaf_count=89 127 305 39 281 60 43 11 20 21 43 36 14 14 38 16 21 21 43 17 174 26 21 2204 25 19 12 58 23 22 67
internal_value=0 0.000798037 -0.00143452 0.00103796 0.000505465 0.000807998 0.00219163 -0.0018451 -0.000462542 0.00128342 -0.000639855 0.00172674 -0.00201461 -0.000345012 -0.000180489 -0.000980345 -0.000141754 3.05439e-05 -0.000267619 -0.000628477 0.00196421 -0.00175741 -0.00210076 0.000596972 -0.000510261 -0.00159112 -0.000179917 0.00143119 0.000278461 -0.000964401
internal_weight=0 110.97 199.94 103.474 70.7965 62.4476 32.6773 140.564 59.3762 49.2398 56.3717 37.7943 127.577 48.2652 11.4455 8.48713 44.5676 41.9126 36.7961 30.3493 35.148 8.34884 122.957 13.3521 6.82987 16.9973 12.987 6.44676 4.61938 13.2078
internal_count=3910 1035 2875 908 592 511 316 2357 518 401 497 321 2260 408 80 64 370 349 313 273 307 81 2218 87 44 186 97 40 42 110
is_linear=0
shrinkage=0.00234521


Tree=53
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 0 16 15 48 43 14 3 123 0 0 42 4 2 4 133 159 150 4 52 457 49 4 2 43 16
split_gain=44.7139 11.3586 11.0999 9.28214 6.89909 6.10398 5.78339 5.62833 5.72771 5.04103 4.57177 4.85714 5.2442 4.39564 4.19693 4.14028 3.65288 3.96012 3.57527 3.56385 4.14166 5.02176 3.7326 3.11086 3.06553 3.02676 2.59524 3.33431 2.48069 2.35848
threshold=0.10113500000000002 -0.42985499999999993 0.083325000000000024 0.08801500000000001 0.11551000000000002 -0.060094999999999989 -0.50763499999999995 0.035895000000000003 0.12862000000000004 -0.50329499999999994 0.077685000000000018 -0.12008499999999998 1.0000000180025095e-35 -0.13027499999999997 -0.037619999999999994 0.086825000000000013 -0.49837999999999999 0.10742000000000002 -0.41745999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 0.12539500000000003 0.083995000000000014 -0.075429999999999983 0.22584000000000001 0.12918000000000002 -0.077049999999999993 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 7 6 -4 8 23 -7 11 18 13 29 19 16 -11 -18 -1 -5 -21 -22 28 -3 -8 -26 27 -9 -23 -13
right_child=1 3 5 14 -6 9 24 26 -10 15 -12 12 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00099707712146493562 -0.0033888146088940996 0.0032143078715683839 0.00081310803411239856 -0.0038706311296348799 -0.0018821659782955942 0.0057633584529330874 -0.0029345269429544166 -0.0024467558921160808 -0.0019576271613873006 -0.0031943133708839336 -0.0036794074130544179 -0.0006958014531168829 0.0013707707796965494 -0.0024570157788561136 0.0030834310626819401 -0.003493109712193469 0.0025052990879524521 -0.0020747918682246262 0.0033985962915820812 -0.0035213533410173884 -0.0035557590933114162 -0.0030420948196394006 0.0032038125498200266 0.00052334720387529454 0.00064960977876869883 -0.0033957751782009828 0.0026450924586203079 0.0018384930412000833 0.0013067275888256613 0.0025388104987175719
leaf_weight=2.8611795529723167 5.7136076316237441 40.491812236607075 4.8258073255419722 3.5553578622639241 4.5754120014607897 1.1956708952784563 90.841798018664122 4.9448467493057233 2.5922977626323691 2.7548532299697426 4.4883407577872267 13.799370259046556 9.3200601525604707 17.356433160603054 2.9958012700080863 4.8848343789577475 5.9386249519884569 2.8491605781018734 5.5439933165907842 3.3820744156837561 2.6155897378921589 2.2902871668338847 5.5826703608036041 4.9132141172885886 5.0019929856061935 3.0284307897090894 3.0041761994361877 2.9607195481657982 3.2168227210640659 2.7586816549301068
leaf_count=16 115 481 44 29 43 9 2051 41 14 26 53 97 84 235 24 86 33 38 42 45 23 24 37 39 32 60 19 23 30 17
internal_value=0 0.000973284 -0.00176212 0.00125936 0.00189546 -0.0023054 -0.00260071 0.00218888 0.00265952 -0.000567744 -0.000587811 -0.0003191 -0.000750955 -0.00133403 -0.000448925 -0.00102855 1.44466e-05 0.00102035 0.00190228 -0.00096156 -0.000356274 0.000424772 0.0013636 0.00292312 -0.00276733 -0.000875984 0.000118312 -0.000841884 -0.000501853 -0.000156894
internal_weight=0 92.8347 177.449 87.1211 63.4825 121.321 103.698 58.9071 47.9973 17.6231 56.1281 51.6397 43.2345 33.9145 23.6386 16.4275 11.5426 8.78779 8.40517 20.6428 17.0874 13.7054 11.0898 45.405 98.8722 8.03042 10.9097 7.90557 5.50711 16.5581
internal_count=3910 987 2923 872 660 2379 2187 617 534 192 544 491 433 349 212 183 97 71 58 188 159 114 91 520 2143 92 83 64 54 114
is_linear=0
shrinkage=0.00319361


Tree=54
num_leaves=31
num_cat=0
split_feature=1 52 12 12 50 47 4 1 38 4 3 0 4 2 0 15 15 4 4 128 131 49 160 11 48 2 4 15 0 16
split_gain=57.7675 14.9165 13.7052 10.759 8.65596 10.0993 7.68727 5.50636 5.03316 4.76837 4.43429 4.14027 4.07556 4.2015 5.93761 3.75355 4.55021 4.53164 4.31482 3.26584 3.29322 3.08957 5.53285 2.94593 2.36114 2.31136 2.27571 2.26111 2.19135 2.34757
threshold=0.099115000000000023 -0.40083499999999994 0.083325000000000024 -1.0000000180025095e-35 0.11515000000000002 0.11603500000000001 -0.15796999999999997 0.085990000000000011 0.11976000000000002 -0.045299999999999993 -0.016619999999999996 -0.098179999999999976 0.15045000000000003 0.10393500000000001 -0.11756999999999999 -0.038029999999999987 0.079360000000000014 -0.48072499999999996 -0.17479499999999998 0.084155000000000021 0.088565000000000019 -0.075429999999999983 0.084100000000000022 0.08184000000000001 0.13696000000000003 0.092175000000000021 -0.51381999999999983 0.024640000000000006 -0.15137999999999999 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 8 5 9 23 15 27 -5 -9 25 21 14 -14 -1 17 -17 -19 20 28 22 -8 26 -6 -12 -4 -3 29 -11
right_child=1 3 6 4 24 -7 12 10 -10 19 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026206984069809388 -0.0024402558837703773 0.0028391199757328454 -0.0015402164059829116 -0.00056127530365180874 -0.0031272080023527372 -0.0022537172493221035 -0.002598170108474854 0.0027580018232436954 -0.0015664476787557783 0.0028945632884893814 -0.00027753253897788059 -0.0019940405775483046 -0.0029862672548771636 -0.002846565608465097 0.0025441099553267774 -0.0020036637975339388 -0.0026600959627748081 0.0039617799945964186 7.3366460271624134e-05 -0.001272592246459932 -0.00055764076175325193 -0.0025456718695975548 0.0020032853161696456 -0.0030271632615630761 0.00036631453979540972 0.001812766156457061 0.0012954963257160378 0.0003029726697504781 0.0027700299200900647 0.00041674019881255238
leaf_weight=9.6728404797613639 8.7162416055798513 32.888655267655849 2.8359748981893054 7.8000565059483042 5.4153280630707732 6.4279581829905501 4.9171630479395372 5.0297035872936275 2.2224371507763854 4.4207391738891602 8.6644328124821204 5.9550922177731964 2.1332415081560612 3.913967315107584 4.3168059922754747 4.5153818503022221 5.4853824451565734 3.042292460799219 6.7667803093790972 2.4417654648423186 3.4375522099435321 97.461882814764977 3.1546656414866447 2.0251792147755614 1.9297699332237241 7.0605686828494081 7.8209226951003066 2.8058583065867415 20.647507894784219 7.7272981926798732
leaf_count=133 142 331 25 65 62 61 64 35 13 39 56 64 29 49 36 41 77 16 53 19 29 2066 16 24 15 43 48 23 189 47
internal_value=0 0.000959639 -0.00154517 0.00126152 0.000549289 0.000932303 -0.00203343 -0.000427948 0.00239322 0.00137296 0.00046394 -6.82745e-05 -0.00225277 -0.000630003 0.000715033 -0.00123595 -0.000559803 0.00024448 0.00127936 0.00176307 0.00196764 -0.00241214 -0.00079981 -2.89059e-05 -0.00220936 0.000661017 0.000540867 0.00263976 0.00223233 0.00131843
internal_weight=0 106.881 184.772 98.1649 60.248 52.9029 128.58 56.1925 37.917 46.4749 26.7098 21.6801 115.898 10.364 6.45005 29.4827 19.8098 14.3245 9.80907 38.6749 36.2331 105.534 8.07183 12.6821 7.3451 15.725 10.6569 35.6945 32.7955 12.148
internal_count=3910 1035 2875 893 526 449 2357 518 367 388 198 163 2260 114 65 320 187 110 69 323 304 2146 80 97 77 99 73 354 275 86
is_linear=0
shrinkage=0.00271187


Tree=55
num_leaves=31
num_cat=0
split_feature=12 16 1 13 49 160 1 4 160 160 3 457 13 42 47 14 48 2 15 475 3 42 484 2 48 1 160 12 2 2
split_gain=41.5307 14.0855 12.6245 8.36152 5.82362 4.91323 6.21291 4.89562 5.02101 5.36104 4.49614 5.50349 4.14508 4.60895 3.70431 5.26706 4.32713 3.414 2.98842 3.33512 2.96406 4.45808 3.41945 2.86183 2.7794 2.68888 2.41329 2.20842 2.21844 1.95904
threshold=0.051320000000000005 -0.17157499999999998 0.092385000000000009 -0.0024749999999999993 -0.062504999999999991 0.083295000000000022 0.12730000000000002 0.28937500000000005 -1.0000000180025095e-35 0.085065000000000016 0.082730000000000012 0.092565000000000022 -0.10939499999999998 0.078965000000000021 0.084155000000000021 1.0000000180025095e-35 0.10417000000000001 0.095545000000000005 -0.008624999999999999 -0.071179999999999979 -0.100615 0.085465000000000013 0.079595000000000013 0.092340000000000019 0.11379500000000002 0.14071500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089910000000000004 -0.0098549999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 18 14 5 6 -3 8 -2 17 23 25 13 -6 15 -4 -16 -10 27 -20 21 22 -14 29 -9 -12 -21 -1 -29 -5
right_child=1 4 3 10 12 -7 -8 24 9 -11 11 -13 20 -15 16 -17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030043646423522754 -0.0033797095332148233 -0.0027051914809012377 0.0032365901992292725 0.0022378464141290543 0.0011555490953111926 0.0020572584313201005 0.0034148606547337963 0.0033779889611404573 0.0028717217357461166 -0.0024479943054717111 -0.0017807721417643144 0.0019522745331249231 -0.0028273037302113061 -0.003070543466367657 -0.00089911869692006221 -0.0024099149491086979 0.003381044981862695 -0.00069263828827731638 0.0024215803235679402 -0.0028523015251106488 -0.0027733141809477575 0.0017173902512137096 0.0010140744436759621 0.0033498307960954593 -0.00016124160904863592 0.001533429877470035 0.00014038209030012495 -0.0019898322928503477 0.00086095838493129018 -0.0014430395583276104
leaf_weight=6.8054699823260316 4.5199194550514248 8.148539971560238 27.218315184116367 2.4777155034244061 5.9300325810909253 4.9792829677462569 1.8217798992991436 5.5084913074970228 6.0708296783268469 4.6002343669533721 14.395660806447273 6.5805260837078086 11.743857137858869 3.80113410577178 5.5810721293091756 1.5682641454040993 3.4188711792230606 4.0021232292056084 4.1764606535434732 3.3358746543526658 84.842691715806723 3.299123551696538 2.527696978300809 5.9670848324894905 3.1195794492959976 2.593146249651908 8.7962061725556833 5.8445840440690517 4.218804307281971 2.725415922701357
leaf_count=95 67 111 345 25 31 32 18 60 40 55 127 51 217 69 34 14 37 35 33 45 2046 34 26 63 18 19 68 50 29 16
internal_value=0 -0.00170699 0.000728784 0.00142907 -0.00212966 -0.000373158 -0.00158693 0.000223893 -0.000618746 0.00023174 0.000368128 -0.000373875 -0.00236381 -0.000495224 0.00240447 0.00292897 0.000726817 0.00145555 -0.000802055 0.000112428 -0.00254136 -0.00142136 -0.00214694 0.00193377 0.00209834 -0.0012749 -0.000682495 -0.00168616 -0.000794715 0.000309787
internal_weight=0 154.915 105.703 72.5261 127.094 14.9496 9.97032 27.8212 19.1931 14.6732 34.7395 23.5693 112.145 9.73117 37.7865 28.7866 8.99994 10.073 33.1774 16.3085 102.413 17.5707 14.2716 11.1702 8.62807 16.9888 12.1321 16.8689 10.0634 5.20313
internal_count=3910 2859 1051 731 2584 161 129 275 197 130 301 197 2423 100 430 359 71 75 320 146 2323 277 243 104 78 146 113 174 79 41
is_linear=0
shrinkage=0.00299599


Tree=56
num_leaves=31
num_cat=0
split_feature=1 12 12 38 2 0 52 4 50 48 158 50 128 1429 43 42 15 49 2 15 48 156 4 1 2 43 160 133 1 4
split_gain=36.3602 9.72795 9.63489 7.19855 7.1462 5.67288 5.39297 5.32629 5.12305 6.17327 6.97639 4.24853 4.11845 4.10072 4.00535 3.72845 3.65467 3.55439 3.50917 4.539 3.40381 3.27387 4.14892 5.50737 3.72003 3.18117 3.28352 5.16062 4.81975 3.00396
threshold=0.10113500000000002 0.083325000000000024 -0.071274999999999991 0.13584500000000002 0.14808000000000002 -0.060094999999999989 -0.42985499999999993 0.15045000000000003 0.11515000000000002 0.11930500000000001 0.11034000000000001 0.086465000000000014 0.086435000000000012 0.084710000000000021 -0.50329499999999994 0.086825000000000013 0.083185000000000023 -0.075429999999999983 0.10393500000000001 0.091195000000000012 0.083775000000000002 0.085790000000000019 -0.038174999999999994 1.0000000180025095e-35 0.091025000000000009 -0.24333999999999997 -0.079234999999999986 -0.088019999999999987 0.11287500000000002 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 6 7 -4 17 9 10 12 13 25 16 -7 29 21 20 19 -9 -3 22 -1 -24 -25 -8 28 -28 -27 -16
right_child=2 5 4 -5 -6 14 8 18 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0019671210557238952 0.0031438599278892183 -0.0036390609607215843 -0.0033875930108901373 -0.0038942349985440611 0.0032581005664577747 0.0050952246446516946 -0.0013950350051322262 -0.00064066549220548991 -0.0026886128070892899 -0.0021584331070003001 -0.0039149218357133562 -0.0033113340585839064 -0.0027300994169938845 0.0026366576377180161 -0.0030312413566055312 -0.0034853502044643651 -0.0035839687595938196 -0.0029868965376926098 -0.0029899919220814559 0.005302236546825964 0.0010089450764481909 -0.0026605169973987004 -0.0032783821588903399 -0.00071703748955625481 0.0022842200208786551 -0.0031425730344641798 -0.0017284843559487182 0.0031884894995547327 0.0030473643544859179 0.00097416093451524184
leaf_weight=9.2221515588462299 22.726900927722458 2.5194685421884051 4.8133030198514453 1.6194661036133755 7.3621882162988177 1.2470868006348634 2.9223527237772968 4.408516697585581 5.6876135505735865 7.2115620002150527 2.6636087968945494 5.1024326644837847 2.2269134931266299 4.7266762554645529 2.5180977471172801 4.2477035857737055 3.7193016372621051 74.66469033062458 3.1836897954344749 1.9188183955848215 4.6898760795593262 5.0713931508362284 5.9350546896457734 13.050683565437796 6.4044849202036849 2.721452806144959 2.4876069650054076 20.678946256637563 2.5205073580145836 8.6003978438675386
leaf_count=70 300 37 114 9 82 9 20 54 68 53 33 56 21 44 26 86 57 1997 43 14 42 68 104 104 41 26 17 219 25 71
internal_value=0 -0.0016413 0.000959179 0.0026757 0.000277389 -0.00219751 -0.00012949 -0.00251269 0.00018977 0.000566698 0.00110926 -0.000512857 0.00150805 -0.000216179 -0.000463806 -0.000914964 -0.000526858 -0.00277808 -0.00022811 0.00116157 -0.000615406 -0.000240335 0.000114269 -0.000558717 0.000270952 0.00180929 0.00213891 0.00266051 -0.000166247 6.70243e-05
internal_weight=0 161.231 85.6424 24.3464 61.2961 107.998 53.9339 91.3851 49.1206 43.433 36.2214 53.2322 33.5578 48.1297 16.6133 15.3662 43.4031 81.874 9.51102 6.32734 7.20934 39.6838 34.6124 25.3902 19.4552 31.3309 28.4085 23.1666 5.24196 11.1185
internal_count=3910 2923 987 309 678 2379 596 2187 482 414 361 544 328 488 192 183 444 2076 111 68 79 387 319 249 145 307 287 236 51 97
is_linear=0
shrinkage=0.00322531


Tree=57
num_leaves=31
num_cat=0
split_feature=4 12 151 1 481 16 0 151 13 50 457 11 52 1213 15 1 2 52 456 151 47 43 0 13 130 43 48 48 42 40
split_gain=31.6167 19.4526 7.8423 5.97515 5.92279 5.25638 7.20373 4.8813 4.54435 4.4495 4.29532 3.94652 3.84092 3.86329 3.34225 3.22728 3.91191 3.40868 2.81107 2.85668 2.61147 2.59596 5.61216 4.80893 3.27168 6.84744 2.60835 3.65408 5.69816 2.04843
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.13026000000000001 -0.0079799999999999992 0.16388500000000003 -0.079019999999999993 -0.086249999999999979 -0.094679999999999986 0.11901000000000002 0.081330000000000013 1.0000000180025095e-35 0.11588000000000002 -0.082704999999999987 -0.03231499999999999 1.0000000180025095e-35 0.090545000000000014 0.098910000000000012 0.084065000000000015 -0.090064999999999992 0.096475000000000019 -0.17307499999999998 -0.077944999999999987 0.20131000000000002 -0.081379999999999994 -1.0000000180025095e-35 0.091555000000000011 0.099800000000000014 0.088465000000000002 0.057150000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 -1 6 7 -6 11 20 21 12 13 -3 -15 -9 -17 -18 19 -12 -4 22 -10 -24 25 -23 -26 28 -28 -7
right_child=2 3 9 -5 5 29 -8 15 10 -11 18 -13 -14 14 -16 16 17 -19 -20 -21 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.003116860612495899 -0.0030597702508032409 -0.003177947338469731 0.0030168906759610661 0.0017604371259378458 0.002401879692644032 -0.0019337377907175182 0.002233841969810121 -0.0026156424284597187 -0.0028501173837891455 -0.001386745641787434 -0.0023829263331962671 -0.0032027878535602311 -0.0029336461951208035 -0.00077355098915684022 0.0025055294920792652 -0.0012154026307273865 0.001659314953091128 -0.001561592921318445 -0.0032518393229165527 0.0020528594269368689 0.00071860803300156733 -0.0030338928638368261 0.0041723320625293185 -0.0030910880984056791 -0.0027597701587617658 0.0079058059898206093 -0.0014724830942244149 -0.0021972726545562496 0.0092797825245205957 0.0014028370116673447
leaf_weight=4.6309822984039775 2.5037694051861754 1.9199262708425582 24.790208447724584 3.8979896791279307 6.0846297368407241 10.514648269861935 17.453862089663744 4.9715715982019892 4.9645791351795197 2.5634247139096251 1.7165990844368932 4.1889374926686278 3.1415007747709742 4.1935787461698082 7.2359366975724653 13.676918745040895 12.196190822869537 3.6451325267553321 1.8892701156437395 4.4667899608612043 5.0897214151918879 1.291191600263119 2.5170761533081518 1.1271875835955141 74.481113124638796 0.78628483414649863 1.0660548359155644 4.4633785523474216 0.69568792358040799 1.8477602936327446
leaf_count=56 20 37 348 40 58 127 183 78 98 18 36 70 47 39 56 106 104 26 34 33 40 37 30 27 1982 17 26 107 16 14
internal_value=0 -0.00109014 0.00192379 -0.00180062 8.46078e-05 0.000295231 0.000663849 -1.15136e-05 -0.00191616 0.00230839 -0.00217533 -0.000669629 -2.61702e-05 0.000658041 0.00130241 -0.00043728 -7.03922e-05 0.000918175 -0.000131857 0.000821421 0.0026254 -0.00235582 -0.000828426 0.00192572 -0.00251466 0.00110657 -0.00260788 -0.000790535 0.00277344 -0.00143503
internal_weight=0 199.065 34.9471 124.043 75.0217 70.3907 58.0283 40.5744 120.145 32.4434 99.4652 20.6799 16.4909 13.3494 11.4295 34.4898 29.5182 15.8413 8.07266 6.18339 29.8799 91.3926 8.60884 3.64426 82.7837 2.07748 80.7062 6.22512 1.76174 12.3624
internal_count=3910 3484 426 2732 752 696 555 372 2692 406 2443 249 179 132 95 314 236 130 103 69 388 2340 155 57 2185 54 2131 149 42 141
is_linear=0
shrinkage=0.00292253


Tree=58
num_leaves=31
num_cat=0
split_feature=1 12 12 150 4 453 13 2 3 38 447 52 51 50 43 0 42 52 4 4 1 43 14 47 13 49 1186 43 3 2
split_gain=58.6002 14.1114 13.2161 9.5161 8.58981 7.23176 6.44275 6.27164 4.69387 4.56787 4.17725 3.75862 3.6232 3.54783 3.49713 3.47719 3.38208 3.36199 3.6031 5.02559 3.6818 3.45038 2.95568 3.93676 2.82294 2.77251 2.70977 5.78765 2.6693 2.63827
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 0.081245000000000026 0.22584000000000001 1.0000000180025095e-35 -0.098524999999999988 0.114165 -0.12008499999999998 0.11976000000000002 0.085135000000000016 0.17829500000000004 -0.24332999999999996 0.041865000000000006 -0.50992999999999988 -0.14136999999999997 0.083970000000000017 0.071660000000000015 -0.48072499999999996 -0.073574999999999988 1.0000000180025095e-35 -0.049504999999999987 -0.46879999999999994 0.10976000000000001 -0.15078499999999997 -0.23609499999999997 0.085080000000000003 -0.0040649999999999983 0.013395000000000002 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 10 4 7 22 13 -3 -8 12 11 17 -2 15 -10 -4 -17 18 -1 28 -21 -22 -6 -24 -9 -16 -27 -28 -20 -23
right_child=1 3 6 -5 5 -7 8 24 14 -11 -12 -13 -14 -15 25 16 -18 -19 19 20 21 29 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0025546308534054214 -0.00051623367633314981 -0.001784324822883637 -0.0021728210503536732 0.0016250498134303733 -0.00085910949673194013 -0.0027194885783540456 -0.00046682659046358665 0.0025909257951694134 0.0015440807789815734 -0.001189416058273083 0.0025070351845657363 -0.0025708817935371567 0.0022363676131431027 -0.0024584571007100018 0.00027439794031701686 0.0013295954313841461 -0.001219049973219911 0.0011015259697406087 0.0026907513842780719 -0.0021795736425262533 0.0015329699824690702 -0.0011970975196248059 0.0020697354400684275 -0.00055696041207593024 -0.00028808029111892592 -0.002148578903631342 -0.0023654553748790699 0.003252151515077397 -0.00011513083300637318 0.0010423854925653408
leaf_weight=3.9146349839866152 2.5166957750916472 20.014375314116482 2.8079577051103124 16.666472095996141 2.9875108227133813 2.6486322879791251 11.163410723209379 2.2802297323942184 1.3645540736615647 2.2734251245856276 2.4426427483558646 3.7997534051537505 33.541505873203278 3.4032988250255576 2.5141318738460532 8.4443122148513776 3.6511216536164293 7.2375799119472495 3.619875423610206 6.5662719309330049 4.1244387254118964 12.593614585697646 13.51514057070017 3.5210821181535712 6.2030622065067273 98.35230116173625 2.384602546691895 1.440058048814534 3.0654028728604317 3.2373066991567621
leaf_count=53 15 269 34 146 21 20 113 20 16 14 17 41 343 51 16 45 43 48 24 89 29 90 111 24 52 2065 43 16 26 16
internal_value=0 0.000779355 -0.00128061 0.000172986 -0.000299962 0.000716385 -0.00164088 -0.00110855 -0.00183152 0.00185246 -0.000315722 -0.000458894 0.00204425 -0.000420143 -0.00197517 4.53205e-05 0.000560263 -0.000277983 -0.000546946 -0.000310268 -0.000742424 -0.000269533 0.00117086 0.00152684 0.00048577 -0.00202104 -0.00207752 -0.000250319 0.00140417 -0.00073914
internal_weight=0 106.168 186.127 67.8365 51.17 22.6724 135.526 28.4977 117.219 38.3316 50.6015 48.1589 36.0582 18.3067 106.056 14.9034 12.0954 44.3591 37.1215 33.2069 26.5216 19.9554 20.0237 17.0362 8.48329 104.691 102.177 3.82466 6.68528 15.8309
internal_count=3910 1035 2875 663 517 176 2442 341 2269 372 433 416 358 173 2156 122 88 375 327 274 224 135 156 135 72 2140 2124 59 50 106
is_linear=0
shrinkage=0.00221259


Tree=59
num_leaves=31
num_cat=0
split_feature=1 12 12 2 38 4 150 4 39 447 484 16 160 4 2 15 52 151 49 150 11 376 3 0 48 3 3 1186 43 16
split_gain=29.6731 9.35966 8.57901 6.32225 6.16426 5.73892 5.10801 5.35026 4.16142 4.02528 3.79643 3.53562 3.66068 3.52977 3.41222 3.52357 3.19639 3.16638 2.96251 2.96198 2.64958 3.07135 3.89745 5.43222 3.42804 2.56495 2.25332 2.12884 4.62834 1.99113
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 0.14808000000000002 0.13584500000000002 -0.15796999999999997 0.081245000000000026 0.51224500000000017 0.13419 0.085135000000000016 -0.0043499999999999988 -0.067969999999999989 -1.0000000180025095e-35 0.15045000000000003 0.10393500000000001 0.091195000000000012 0.18936500000000003 -0.051109999999999996 -0.23609499999999997 0.12187000000000002 0.077415000000000012 0.048695000000000009 -0.12008499999999998 -0.10071499999999999 0.085875000000000021 0.084925000000000014 -0.080744999999999997 0.085080000000000003 -0.0040649999999999983 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 6 -2 -4 7 8 11 10 -1 12 -3 18 15 26 20 -14 -7 -8 21 22 -12 24 25 29 -15 -20 -29 -24
right_child=1 3 5 -5 -6 13 19 -9 -10 -11 16 -13 17 14 -16 -17 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0031018178203223671 0.0031453352365459252 -0.003828668623933368 2.873337260523581e-05 0.0032104930437880457 -0.0037646552225462817 0.0023044114144370911 0.0028125629586017711 0.0032402088012317086 0.0037531677686197433 0.0037787880491399017 0.0021794446633847291 -0.0023282869728224413 -0.0026187641652105991 0.0013893616194550768 -0.0033096766614867591 0.0044756897385147681 -0.0037835252601272581 0.001246389737342118 -0.0028859596264142013 -0.00062125234193183146 -0.0034487184900566297 0.0024374763865881396 -0.0020795507524551836 -0.0027866827233145736 -0.0014469381511488539 0.0036218523779577602 -0.0036956238849707316 -0.00344716284373875 0.0060088398955847905 0.0026364919221355393
leaf_weight=6.1455529145896426 21.248061608523134 2.61803084984422 11.423039153218268 6.7510542050003997 1.5122237727046002 1.2719932347536076 8.2806854322552663 3.3710020482540122 1.8308790437877167 2.3237793780863276 5.789791624993085 19.100438574329026 2.9356024526059654 2.1215015426278119 3.1169893778860569 2.0454235337674618 2.7032579369842997 11.011563152074801 72.344839725643396 4.1106558404862872 2.3639782108366481 5.4997232370078555 2.296577885746955 9.4835535380989366 6.0613317787647238 4.2389393113553524 1.73010680824518 1.4276361446827652 0.93789083883166213 1.7063832059502591
leaf_count=89 308 30 97 82 9 9 100 46 13 21 39 293 28 25 49 14 38 91 2085 35 20 47 33 147 44 27 26 39 13 13
internal_value=0 0.000880585 -0.00160087 0.00019575 0.00268623 -0.00217195 -0.000186397 -0.000750314 -0.00110907 -0.00046819 -0.000681395 -0.00135867 -0.000240657 -0.00246771 -0.000511186 0.000968011 -0.000310854 0.000432851 -0.00269982 0.00167344 -6.01202e-05 0.000168255 -0.000253703 -0.00084594 0.000440841 0.00182917 -0.000894767 -0.00278502 0.00030198 -6.9195e-05
internal_weight=0 82.7702 145.032 60.0099 22.7603 96.4194 53.2589 40.8675 37.4965 48.6129 46.2891 35.6656 16.5652 84.9964 9.01402 5.89703 40.1435 13.9472 75.9824 12.3913 37.4403 35.0763 29.5766 23.7868 14.3032 8.2419 3.85161 74.7104 2.36553 4.00296
internal_count=3910 1035 2875 718 317 2357 636 501 455 518 497 442 149 2260 114 65 408 119 2146 135 370 350 303 264 117 73 51 2137 52 46
is_linear=0
shrinkage=0.00330686


Tree=60
num_leaves=31
num_cat=0
split_feature=1 52 12 159 15 49 13 43 3 51 474 123 160 50 42 123 3 43 3 13 147 15 15 11 2 13 47 49 15 12
split_gain=67.6983 16.0155 14.7005 12.5574 7.49735 7.14997 6.84401 6.47393 5.18618 4.78936 4.34091 4.11729 4.7591 3.98972 3.95337 3.91405 4.05241 3.58934 3.50595 3.3748 3.80385 3.45542 3.23291 3.20537 3.54695 3.06938 3.03992 2.87118 2.74089 2.68411
threshold=0.10113500000000002 -0.40083499999999994 0.080120000000000011 -1.0000000180025095e-35 -0.24219999999999997 0.27772500000000006 -0.097529999999999992 0.15364000000000003 -0.12008499999999998 -0.10145999999999998 0.084655000000000022 0.080750000000000016 -0.079234999999999986 0.11515000000000002 0.083970000000000017 1.0000000180025095e-35 -0.15121499999999996 -0.50992999999999988 -0.005644999999999999 -0.077154999999999987 0.089090000000000016 -0.14097499999999996 0.024640000000000006 0.08184000000000001 0.084145000000000011 0.10153000000000002 0.096475000000000019 -0.22390499999999999 0.014775000000000002 -0.0089849999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 13 -5 7 14 11 23 -1 15 12 -6 18 28 16 -11 -10 -3 21 22 -14 26 24 -8 -26 -21 -19 -4 -18
right_child=1 3 6 4 5 -7 8 -9 17 10 -12 -13 19 -15 -16 -17 29 27 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022231654134466285 -0.0021802467908949292 -0.0012636214335157118 0.0012060027569759902 0.0024401842270948388 -0.0014359511859452798 -0.0026409844254764235 -0.0024802197802361579 -0.0024958484853733007 0.0015062662353741308 0.0010602710414279386 0.0016533835435963691 0.0024958285770755942 0.00019250730121924442 -0.0024587649831844063 -0.0017777677045096743 0.00087564449187919847 -0.0024421840245825504 0.00022170328889174878 0.0021473508653680963 0.0017739274571311797 0.0024417523599895466 0.0029066873641715413 -0.0015780171119842269 -0.0024684566064850401 0.0023671371241394102 -0.00084962022217952048 -0.00059035059633552188 -0.0022836036290807332 -0.001170261983365077 -0.00074744397768160666
leaf_weight=7.1762852743268004 9.0082557126879674 4.0315159820020199 7.5287660323083418 29.04180496931076 4.2053088545799246 2.9546281769871703 2.1620026715099794 2.6174886003136626 1.4733735807239998 5.3821761012077287 6.5789117440581313 13.018953323364256 3.6264764294028273 6.0633766241371632 8.5995698012411577 10.032121583819388 7.1997059658169773 2.6448293924331656 2.9493942484259588 7.1242584660649388 5.2493374198675147 9.8599959164857811 4.5925936922430983 3.6323596052825442 3.9773527123034 2.8986417800188065 5.40706692263484 115.66571312770247 4.3169772997498512 19.836494214832786
leaf_count=91 130 37 40 272 34 21 24 17 16 30 40 127 20 59 109 78 75 17 19 50 45 84 31 41 23 34 41 2122 38 145
internal_value=0 0.000856949 -0.00144884 0.00112853 0.00145226 0.000963118 -0.00183104 0.00115429 -0.00202867 -0.000409125 -0.000143609 0.00133428 0.000956836 -0.00104792 -0.000550753 -0.000422104 -0.000823703 -0.00218167 0.000177495 0.00123744 0.000671169 0.00217685 0.000128397 -0.000582175 0.000175919 0.00101108 0.000753779 -0.0022276 0.000340014 -0.00119875
internal_weight=0 109.75 209.105 100.742 87.6979 58.6561 152.9 55.7015 132.454 56.2057 49.0294 53.084 40.065 13.0443 20.4453 42.4505 32.4184 119.784 6.98091 35.8597 22.3733 13.4865 17.1239 12.6704 9.038 6.87599 12.5313 118.311 11.8457 27.0362
internal_count=3910 987 2923 857 742 470 2464 449 2277 459 368 432 305 115 187 328 250 2155 56 271 167 104 122 122 81 57 91 2139 78 220
is_linear=0
shrinkage=0.0023775


Tree=61
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 9 151 3 52 52 1456 128 1456 3 448 16 4 150 41 42 2 16 16 42 12 2 43 48 160 457
split_gain=28.6544 17.1337 6.9 5.75301 5.45321 5.25695 5.23165 4.44411 4.56413 5.33726 4.0609 3.72097 3.63001 3.52181 3.38689 3.3792 6.65642 3.47551 3.24278 4.1916 2.93807 2.89205 3.88819 2.87007 2.76255 2.52631 2.18296 2.14817 2.12538 2.10849
threshold=0.27608500000000008 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 -0.016839999999999997 -0.086769999999999986 -0.097604999999999983 -0.12272499999999999 -0.096614999999999993 -1.0000000180025095e-35 0.084980000000000014 0.091180000000000011 -0.086589999999999986 -0.082054999999999989 0.16388500000000003 -0.0025899999999999994 0.094545000000000018 0.078535000000000008 -1.0000000180025095e-35 0.084145000000000011 -0.17157499999999998 -0.30307999999999996 0.15788000000000005 0.092475000000000016 0.092340000000000019 -0.049504999999999987 0.09227500000000001 -0.091109999999999983 -0.068264999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 13 -1 25 8 -6 -10 -8 14 29 -3 -12 16 28 26 19 -11 -21 22 -9 -23 -22 -7 -18 -19 -16 -4
right_child=2 3 12 -5 7 6 10 21 9 18 11 -13 -14 -15 15 -17 17 27 -20 20 24 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029114407005100353 -0.002811220002150264 -0.0013809081790497678 -0.00052729402749760173 0.00098456569297925879 -0.0028100777372003401 0.00032548994491813016 -0.0028749971694228211 -0.001861345489513021 0.0052673021736650083 -0.002293255291129696 -0.0033404505897770319 -0.0034507252054535031 -0.0020283672651569221 0.0028876151239519803 -0.00079584172292316267 -0.0013122322100657462 0.0012286022253504732 -0.00051074598683330946 -0.0030455389868535056 -0.0017721697814266561 0.0032183675948960684 -0.0024815812883586595 0.0023023606837652955 0.0027475432224407605 -0.00055186323719598181 0.003398578120005409 -0.00176006887653202 0.0026533931034155513 0.0020462918396936835 0.0024873548748737401
leaf_weight=4.6437206678092471 2.3648539036512366 2.9053403250873089 1.8954898081719935 6.0374959409236899 6.8412838168442276 3.9053838662803155 4.741864336654543 6.3562647886574268 1.2935361769050384 4.029216140508658 2.2859296798706046 2.5796550251543513 1.5608776584267605 3.0200808420777312 2.3042252026498344 10.256838504225014 2.1965300887823132 3.2345734201371661 3.2524957656860343 2.072986330837006 4.580197824165225 72.086215578019619 2.3547083828598243 0.81318843364715476 2.2059743665158749 4.3122878633439541 12.683844875544315 3.342299897223711 16.100049719214432 28.527260057628155
leaf_count=57 20 24 18 33 146 34 59 95 8 102 21 29 13 22 23 116 24 21 55 23 37 2118 24 16 21 47 126 26 162 390
internal_value=0 -0.0009956 0.00175099 -0.00164717 -0.00178928 6.22565e-05 -0.000132476 -0.00193387 -0.000894188 -0.000142391 -0.000417369 -0.000205421 0.00208832 0.000794682 -4.56676e-05 0.00010461 0.00046918 -0.000578331 -0.000575926 4.7303e-05 0.00111181 -0.00224314 -0.000735832 -0.00242325 0.00199278 0.00193812 -0.0013189 0.00109724 0.00169046 0.00229953
internal_weight=0 190.436 34.3485 117.849 111.811 72.5872 67.9435 105.886 24.2757 17.4344 59.7258 54.9839 31.9836 5.92542 52.4043 50.1184 39.8615 21.4572 16.1409 12.8884 8.85916 81.6104 8.71097 72.8994 6.78617 8.21767 14.8804 6.57687 18.4043 30.4227
internal_count=3910 3469 441 2724 2691 745 688 2645 392 246 607 548 421 46 519 498 382 197 238 183 81 2253 119 2134 58 81 150 47 185 408
is_linear=0
shrinkage=0.00276785


Tree=62
num_leaves=31
num_cat=0
split_feature=4 123 150 3 133 159 11 13 1348 39 1 51 484 150 3 11 0 16 41 1 0 13 16 4 457 42 160 160 1 160
split_gain=42.1146 14.8615 10.5111 8.69544 8.42264 7.70916 7.36097 6.35288 4.46046 4.45766 3.81246 3.48812 2.68429 3.67083 2.56864 5.0394 6.08343 3.26925 2.24357 2.18912 2.16522 2.48057 1.91833 2.74774 2.24455 2.59847 3.75349 2.8363 3.68631 1.68142
threshold=0.28937500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.16699000000000003 -0.0023199999999999996 -1.0000000180025095e-35 0.087830000000000005 -0.52445999999999982 0.090260000000000021 0.13419 0.11287500000000002 0.13741000000000003 -0.0043499999999999988 -0.099594999999999975 -0.100615 0.08184000000000001 -0.060094999999999989 0.15737500000000001 0.081670000000000006 0.09112000000000002 -0.10071499999999999 -0.17606499999999997 -0.014099999999999998 -0.030814999999999995 -0.0015249999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086110000000000006 0.077800000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -3 -6 11 -5 9 12 -9 -4 -1 -14 15 16 -15 29 -8 -7 22 -22 24 -24 -16 -26 -27 28 -28 -18
right_child=2 4 6 7 5 19 18 10 -10 -11 -12 -13 13 14 20 -17 17 -19 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0026252314333813278 -0.0022266558101744862 -0.002723587724927977 0.0021483065259113115 -0.0034443655468580727 -0.0030008813890139282 -0.0001076191360800584 0.00032149670218393632 -0.00094491253593112859 0.0011914321413077258 0.00054554015951740423 0.0025349439396130258 -0.0016785381082984755 0.00022512924687387946 -0.0019394965019622953 -0.0033211209499334191 -0.0027075241223217207 -0.00010043271074660478 -0.0011659550935002123 -0.0027028231986271035 0.0021327926762389374 -0.00027313429327621209 -0.0023534414843806258 -0.0024699509184811204 0.00055402357093960327 -0.0027433090459766185 -0.0028461232310411301 -0.0014450929369899616 -0.001811242216088748 0.0015981598577776417 0.0021851447513020102
leaf_weight=55.059734314680099 5.0938033089041701 4.4553122408688095 20.731174953281887 1.9740999639034269 2.2680524140596416 3.0152599066495851 2.6854125000536433 2.6650456786155683 2.1077764332294455 3.1878913752734652 4.2671616524457932 1.3201064020395268 3.5797555223107329 16.789218433201313 5.2605390027165404 14.22465133666992 2.9055443778634071 5.3089554458856583 2.438945148140192 9.2251963503658754 3.0401690229773513 169.67833704873919 2.5415639132261276 4.0777513347566119 8.6846253573894518 5.5549733489751842 3.7784415781497938 6.2010989636182776 4.5976021066308022 3.9670331142842787
leaf_count=574 36 34 336 10 11 18 30 20 20 27 60 8 26 156 31 134 21 29 16 143 15 1880 15 37 71 42 25 32 24 29
internal_value=0 -0.00194335 0.000782481 -0.00205646 2.16381e-05 0.00086465 0.00134651 0.000168337 -0.00211828 -0.00214018 0.00119713 0.00191921 -0.00216734 -0.00207045 -0.00210247 -0.00159483 -0.0010485 0.000179512 -0.00111793 0.0015809 -0.00220522 -0.00231682 -0.00173155 -0.000607067 -0.00194997 -0.00169967 -0.00124946 -0.000641016 0.000225346 0.00121886
internal_weight=0 348.416 32.2694 329.452 18.9638 14.5085 27.1756 8.90631 320.546 318.438 6.93221 22.0513 315.25 260.19 256.611 43.1954 28.9708 12.1815 5.12436 12.2405 213.415 172.719 40.6966 6.61932 34.0773 28.8167 20.1321 14.5771 8.37604 6.87258
internal_count=3910 3484 426 3278 206 172 390 90 3188 3168 80 344 3141 2567 2541 369 235 79 46 161 2172 1895 277 52 225 194 123 81 49 50
is_linear=0
shrinkage=0.00228268


Tree=63
num_leaves=31
num_cat=0
split_feature=4 123 48 3 133 159 50 39 38 1348 1 123 150 3 12 13 0 16 52 11 15 484 133 13 1 48 50 158 2 48
split_gain=43.8971 16.2414 10.597 9.23231 7.95296 8.5174 7.58373 6.25507 5.09976 4.86492 3.50928 3.36664 3.17865 2.55882 5.18574 3.44481 2.5912 2.99842 4.09955 2.50653 2.48025 4.31111 2.69844 1.83745 1.65046 1.43524 1.31029 1.31446 2.6418 1.22091
threshold=0.28937500000000005 1.0000000180025095e-35 0.11930500000000001 0.16699000000000003 -0.0023199999999999996 -1.0000000180025095e-35 0.11901000000000002 0.16168500000000002 1.0000000180025095e-35 0.090260000000000021 0.11287500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10628499999999998 0.051320000000000005 0.17936000000000002 -0.14070999999999997 -0.0090499999999999973 -0.087604999999999988 0.08184000000000001 0.079360000000000014 -1.0000000180025095e-35 0.024320000000000005 -0.45122499999999993 0.09112000000000002 -0.036289999999999996 0.081160000000000024 0.082560000000000008 0.089910000000000004 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 -3 -6 12 9 10 11 -5 -1 -2 14 15 -13 17 25 -19 20 21 -16 -23 -18 -7 -15 27 28 29 -27
right_child=2 4 -4 8 5 24 -8 -9 -10 -11 -12 13 -14 16 19 -17 23 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00077098904261268262 -0.00083469085858722662 -0.0024832900829809012 -0.0019439531665273538 -0.00081890853564890492 -0.0030603862076650501 0.00021405923249974627 -0.0018478687618163285 0.0020752173297450905 -0.0026301385804662087 0.0012326820691402861 0.0024502955817417181 0.00201297306292079 0.002054647307921236 -0.0034403850506211598 -0.0029604472215795995 -0.0015248700350837081 -0.00046861728653931843 -0.0018998121968956288 0.0018265379976774721 -0.0026078512346746482 -0.0022401163085388992 0.00058988311354694846 -0.0017763917398634706 -0.0022724632398863939 0.0020922986395260149 -0.00099185994742426696 -0.0028440651259601726 -0.0026071417409368994 -0.00016967285695200659 -0.0028492809871456309
leaf_weight=2.0238640196621409 2.0293302945792737 4.3420350328087833 5.5932175889611235 2.5977791845798475 2.2238502353429821 3.0184271484613374 3.1202751845121375 1.8080480769276608 2.2656603716313839 2.1934597417712203 4.1880846470594406 2.9871025606989852 22.175791133195162 2.6413261294364991 3.5754985660314551 2.4430165365338326 2.7907165288925162 3.040418453514576 2.7414818406105033 14.661683216691015 11.256161101162432 7.3994654938578623 3.4505922570824623 230.78948443382978 9.3947781100869161 2.930441111326223 4.092471554875373 3.8197691142559043 6.8968541920185089 4.2112234830856323
leaf_count=19 17 34 38 19 11 18 18 19 13 20 58 28 353 14 27 15 14 22 18 139 110 42 26 2546 143 20 27 26 35 21
internal_value=0 -0.0018439 0.000827214 -0.00196001 0.000143022 0.000922109 0.00139444 -0.00202308 0.000240368 -0.00204669 0.00119877 -0.00206976 0.00181241 -0.00208832 -0.00160601 0.000421294 -0.00217196 -0.00156482 -0.000132967 -0.00187888 -0.00146271 -0.00085611 -0.000162652 -0.00225091 0.00163558 -0.00190146 -0.00171628 -0.00145783 -0.00114512 -0.00208712
internal_weight=0 343.784 32.9186 324.805 18.9791 14.6371 27.3254 315.753 9.05152 313.945 6.78586 311.752 24.2051 309.728 45.7735 5.43012 263.954 30.374 5.7819 40.3434 25.6817 14.4256 10.8501 233.58 12.4132 24.5921 21.9508 17.8583 14.0385 7.14166
internal_count=3910 3484 426 3278 206 172 388 3188 90 3169 77 3149 370 3130 387 43 2743 183 40 344 205 95 68 2560 161 143 129 102 76 41
is_linear=0
shrinkage=0.00220973


Tree=64
num_leaves=31
num_cat=0
split_feature=1 52 159 12 47 52 1 15 3 49 3 3 123 48 43 158 150 50 3 16 475 0 1 13 1429 1 15 0 2 150
split_gain=70.8082 16.6318 13.6036 13.5131 7.75525 8.78242 7.80788 6.12541 6.06628 5.80664 5.6885 5.34392 5.96518 5.02223 4.81948 5.06485 4.55072 3.98092 3.57458 3.33023 4.61305 3.17186 3.24912 2.64434 2.63917 2.54634 4.21917 2.21876 2.23131 2.1674
threshold=0.10113500000000002 -0.40083499999999994 -1.0000000180025095e-35 0.080120000000000011 0.083670000000000008 0.14114500000000005 0.13501500000000002 0.035895000000000003 0.097615000000000021 -0.14750499999999997 -0.100615 -0.15121499999999996 1.0000000180025095e-35 0.12862000000000004 -0.016244999999999996 0.083745000000000014 0.084800000000000014 0.11515000000000002 -0.005644999999999999 0.081265000000000018 -0.061639999999999993 -0.060094999999999989 0.081005000000000008 -0.028919999999999998 0.083870000000000014 0.09112000000000002 -0.0058549999999999991 -0.13027499999999997 0.12068000000000001 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 11 5 7 14 13 10 -9 16 -1 19 -4 15 -6 21 18 -3 20 -13 24 23 -23 -5 26 -14 28 -16 -22
right_child=1 2 4 8 6 -7 -8 9 -10 -11 -12 12 25 -15 27 -17 -18 -19 -20 -21 29 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012350493218089523 -0.0019968408404130089 -0.0012265733432251177 0.0021656307340060365 -0.0021775272279673822 0.0018774794900139177 -0.001984737654527554 0.0027498438571809188 0.001926585325704672 0.0004325086901737406 -0.0013094708495704243 -0.0019972570670940271 0.0010958582108731056 -0.0020967130902628918 -0.0010170195973292998 0.00036522447560470849 -0.0019488787016619562 0.0011948129191224643 -0.0022757114888964677 0.0018397310710293626 -0.0023524879722054757 -0.0015436526233108276 -0.0011492801766619051 -0.002446271588655448 0.0014856131710180862 0.00061345769147154363 0.001566980960697793 0.0015729138435613022 -0.0028847267065249789 -0.002161115861301226 -0.00021465545031096415
leaf_weight=6.5273727998137465 9.8616955764591676 4.1952979117631912 49.395623788237572 13.966367639601232 5.240811869502072 2.9859789982438079 3.9891529455780974 4.6810044944286346 5.5427747815847388 5.2810218408703786 136.96911146864295 4.6178977936506262 3.1042080894112587 2.3232486099004737 3.4791444838047028 2.197207123041153 3.7944239601492873 6.5209139324724674 2.8621848747134191 8.4615788720548135 20.436455469578508 2.8942692503333092 2.4032509028911591 4.1466699838638306 1.7008977904915816 5.6644985303282738 2.5572942793369275 3.4264891222119331 2.8430865108966827 7.5097283646464339
leaf_count=38 130 37 488 193 38 21 29 34 25 36 2141 27 31 12 22 24 26 59 19 92 170 18 23 26 12 45 14 20 18 42
internal_value=0 0.00062355 0.000883469 -0.00144421 0.00119469 0.00155855 8.35346e-05 0.00173008 -0.00174454 0.000211103 -0.00181729 -0.000569854 -0.000794895 0.00202266 -0.000535333 0.000747165 -0.000964512 -0.00108407 1.69763e-05 -0.0011701 -0.00086286 -0.00129079 -0.000322419 0.000402506 -0.00187453 0.000564182 -0.000439147 -0.00151385 -0.000770862 -0.00118652
internal_weight=0 109.283 99.4212 230.297 85.8428 64.6669 21.1759 61.6809 171.418 9.96203 165.875 58.879 52.3517 51.7189 17.1867 7.43802 28.9059 13.5784 7.05748 41.0257 32.5641 25.1115 9.44419 7.04094 15.6673 11.326 5.6615 9.74872 6.32223 27.9462
internal_count=3910 987 857 2923 742 591 151 570 2464 70 2439 459 421 500 122 62 298 115 56 331 239 272 67 44 205 90 45 60 40 212
is_linear=0
shrinkage=0.00211548


Tree=65
num_leaves=31
num_cat=0
split_feature=4 12 151 9 1 151 1 50 1456 3 47 1373 38 3 16 16 457 1 160 133 2 51 49 16 16 43 3 11 42 13
split_gain=31.1945 17.4818 7.0885 5.55955 5.29929 5.22584 5.59017 4.56133 3.98069 3.75802 3.62054 3.50971 3.83834 4.73764 3.439 3.77947 3.29792 3.11847 3.11128 4.07314 3.15948 3.07546 2.93602 2.37265 3.00769 2.57751 2.4225 3.10202 3.32144 3.79696
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.016839999999999997 0.13026000000000001 -0.024429999999999997 0.088385000000000005 0.11901000000000002 -1.0000000180025095e-35 0.097615000000000021 0.11939500000000002 0.089210000000000025 1.0000000180025095e-35 0.30601500000000009 0.16388500000000003 -0.008069999999999999 0.081330000000000013 0.086145000000000013 -1.0000000180025095e-35 -0.069944999999999993 0.090545000000000014 -0.079404999999999989 -0.082494999999999985 -0.17157499999999998 -0.40374499999999997 -0.071214999999999987 -0.100615 0.08184000000000001 -1.0000000180025095e-35 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 9 6 -5 10 -7 16 -4 12 13 14 15 18 23 22 -10 -20 -21 -8 -18 24 -3 -26 27 28 -25 -30
right_child=2 4 7 5 -6 8 21 -9 11 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.0032004650685637419 -0.0032898615662089615 -0.0025756408097525507 0.0029417877571731631 -0.0020340900242951359 0.0014870622209767854 -0.0038219371318862494 -0.0012007083052786472 -0.0017491888760658902 -0.0029311984126515556 0.00029110578946501414 -0.0019675005606728459 -0.0042823391680957366 -0.0027308840574648795 0.003629282557274926 -0.0021214774283616978 0.0019130612636558662 0.00037092435853772822 0.0026556584160647252 -0.0039159056709108173 -0.001028609158430919 0.0022020099602353561 0.0027579054915241874 -0.0035241644339790114 -0.0029819272084830374 0.0029328949251242594 -0.001285925445527365 -0.0029695002653365231 -0.0034602149878767675 -0.0031097816122472796 0.0016696416759318918
leaf_weight=4.3594882450997821 2.5215484723448744 8.7588129751384241 25.760906632989652 4.6076391898095634 3.8607815019786349 4.6168189793825141 2.4341466762125501 2.6152001395821562 4.6679645292460945 5.45624005049467 1.6182834357023228 2.6692698299884787 6.855063058435916 3.0974286757409564 9.4958932623267156 8.1899034865200573 3.8668257892131805 2.2378318421542645 2.2224754095077541 5.5304519720375449 6.8921663388609886 10.882740993052717 3.9807268828153592 4.6765945889055738 2.3684593178331852 3.8601000867784014 82.768179107457399 6.9317638017237178 2.3202788420021534 6.1513700298964977
leaf_count=57 20 110 375 39 40 55 24 18 43 27 13 19 61 38 100 70 24 18 31 36 55 124 75 100 19 35 2073 129 31 51
internal_value=0 -0.00151017 0.00183692 -0.000290889 -0.00219003 -0.000501811 0.000988507 0.00226791 -0.000994335 -0.00229646 0.00265162 -0.000731248 -0.000529362 -0.000152979 -0.000469618 0.000100716 -0.00240683 -0.000659521 -0.000667827 5.35976e-05 0.000763764 0.00203432 -0.00160489 -0.00255638 -0.00137295 0.000318315 -0.00272884 -0.00173683 -0.000828266 0.000360617
internal_weight=0 213.759 32.5159 76.5215 137.238 72.162 17.9245 29.9944 54.2374 133.377 27.3792 49.6206 46.9513 40.0963 36.9989 27.503 127.921 10.0854 19.3131 14.6451 12.4226 13.3169 7.84755 117.836 14.9874 6.22856 102.848 20.08 13.1482 8.47165
internal_count=3910 3484 426 752 2732 695 187 406 508 2692 388 453 434 373 335 235 2665 117 165 122 91 148 99 2548 164 54 2384 311 182 82
is_linear=0
shrinkage=0.00318368


Tree=66
num_leaves=31
num_cat=0
split_feature=4 12 48 9 151 1 1 50 3 132 457 13 376 51 11 15 1 151 133 49 0 16 160 3 4 133 2 47 43 0
split_gain=35.3102 19.6647 7.78336 5.74251 5.73086 6.02916 5.67051 5.23475 4.16254 4.19097 3.87736 3.62074 3.29038 3.12644 3.01363 3.64976 3.001 3.85427 2.70143 2.60993 3.15375 3.09719 2.61981 2.41085 2.36755 2.30227 2.18366 2.12424 2.08761 4.29898
threshold=0.28937500000000005 0.080120000000000011 0.12933000000000003 -0.016839999999999997 -0.024429999999999997 0.088385000000000005 0.13026000000000001 0.11901000000000002 0.30601500000000009 0.082150000000000015 0.081330000000000013 -0.094679999999999986 0.048695000000000009 -0.079404999999999989 1.0000000180025095e-35 -0.03231499999999999 0.086145000000000013 -0.083919999999999981 -1.0000000180025095e-35 -0.07107999999999999 -0.14534499999999997 -0.0060199999999999993 -1.0000000180025095e-35 -0.10140999999999999 -0.00027999999999999998 0.084760000000000016 0.086545000000000025 0.096475000000000019 -0.17307499999999998 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 -5 10 27 9 12 11 14 18 -7 15 -3 17 -12 -6 -20 21 22 -21 -22 -10 -14 -17 -2 29 -13
right_child=2 6 -4 4 8 13 -8 -9 24 -11 16 28 25 -15 -16 26 -18 -19 19 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026766768715250247 0.002637085274715731 -0.0022824216889797558 -0.0024522866619824217 -0.0017380908873519403 -0.0033221643871847442 -0.00092158413285728011 0.0012305915135804059 -0.0015777531697159773 0.0030595262513227308 0.0019926824831087656 -0.0026771001103372914 -0.0026536102630023892 -0.00099348871963676993 0.0023434171334607277 -0.0029680900208132097 -0.0015007543856346561 0.0022451841209106356 0.00088335718181049177 -0.0028630999267404314 -0.0030265532851620172 0.0006024971542126804 0.0024082170693786467 0.00027693922276320434 -0.0020188392873112066 -0.00073891941739724989 0.0022040483141320564 0.0011828835437759798 0.0006509311410069251 -0.0024146861382959633 0.00085352754931244783
leaf_weight=4.537234913557767 24.163483627140529 5.5249621756374845 3.0847759768366805 4.7336379922926453 5.2297696806490412 2.5553170219063768 4.0356138944625846 2.6790500208735457 2.885604552924633 3.0045522041618815 5.1231328435242167 5.7834897637367249 3.3828435763716689 11.413898583501574 4.6571715362370005 3.0488007515668869 2.3035360425710669 3.7479608952999106 6.1129978224635115 2.4302712902426711 2.9540559872984877 3.1543782167136625 5.7585437744855872 16.169624589383613 1.962765984237193 3.0469268709421158 7.3921496011316776 4.556415617465972 100.04341257363558 4.3669410161674005
leaf_count=57 349 69 24 39 64 24 40 18 33 26 78 98 21 124 68 49 18 24 45 30 18 21 37 170 15 28 46 35 2185 57
internal_value=0 -0.00130724 0.00159192 -0.000237917 -0.000414723 0.000864312 -0.00188817 0.00198924 -0.000841191 -0.00106476 -0.00197681 -0.00210567 -0.00125519 0.00174617 -0.0010796 -0.000528735 -0.000468247 -0.00117284 -0.00152846 -0.00127202 -0.00095278 0.000161846 -0.000703469 -0.00161392 0.0015218 0.000521754 0.00039925 0.00232198 -0.00229771 -0.00114476
internal_weight=0 225.36 34.4837 79.3324 74.7952 18.7029 146.027 31.3989 56.0923 51.244 141.992 130.817 48.2394 13.9692 20.6231 15.9659 11.1746 8.87109 41.8096 36.5799 30.4669 11.3432 8.18882 19.1237 4.84837 6.42977 10.441 28.7199 110.194 10.1504
internal_count=3910 3484 426 752 695 187 2732 402 508 460 2692 2572 434 148 232 164 120 102 385 321 276 88 67 188 48 49 95 384 2340 155
is_linear=0
shrinkage=0.00266816


Tree=67
num_leaves=31
num_cat=0
split_feature=4 12 48 9 3 49 151 50 2 453 3 52 52 3 130 43 133 16 1 11 43 15 38 50 16 0 0 15 1 3
split_gain=27.851 16.0655 6.48962 4.88142 4.8305 4.73527 4.59663 4.15132 4.10411 3.93834 3.47463 3.66191 3.92583 3.13381 3.08416 5.15913 3.06097 2.95959 2.90711 2.71235 3.02223 2.59921 2.75745 2.68002 2.6157 6.45414 3.91942 3.66302 4.49247 2.45163
threshold=0.28937500000000005 0.080120000000000011 0.13342000000000001 -0.016839999999999997 0.097615000000000021 -0.22390499999999999 -0.086769999999999986 0.11901000000000002 0.10946500000000002 1.0000000180025095e-35 -0.100615 -0.12272499999999999 -0.090304999999999983 -0.086589999999999986 -0.082634999999999986 0.0016850000000000001 0.0068000000000000014 -0.17157499999999998 0.088385000000000005 0.08184000000000001 -0.15969999999999998 0.085950000000000013 0.085905000000000023 0.087260000000000018 0.16388500000000003 -0.076734999999999984 -0.12329499999999999 -0.015439999999999997 0.094385000000000011 0.31335500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 13 18 9 21 -2 11 -7 -13 -3 15 -12 19 -10 -5 20 -14 22 23 24 25 26 27 28 -8 -19
right_child=2 4 -4 6 -6 10 8 -9 17 -11 14 12 16 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027485623189820981 0.002574834975641939 -0.0015796865121498981 -0.0027941562885143946 -0.0012253142410727862 0.00055624457082977473 -0.0028748079637603337 -0.0018173815609075787 -0.0014428718670495329 -0.0016417269472405673 -0.0020324768156593075 -0.0023657231627899887 0.0030312492722235217 0.0036701508011024089 0.0024632121131414665 -0.0024769629903605575 0.004580576590878808 -0.0029401538219577974 0.00041019358117250215 0.0026143808763717841 -0.0023017734453875454 -0.00034382478423175458 -0.0033688717458846707 -0.003461276340884245 -0.0033708259821481727 -0.0020476290521165793 0.0027277799055360837 -0.0023932353822013973 0.0025723275855439802 0.0025273731843313773 0.0031934405471498273
leaf_weight=4.0949810817837706 24.365765821188699 3.0733662322163582 2.4790860861539832 2.1314351260662061 6.1440646648406974 7.2088485471904304 7.6305862441658956 2.5905523896217337 4.2719648033380535 1.5665136724710453 2.3345492333173747 2.1974142864346549 2.0564547441899803 3.0114492923021308 90.122168056666851 1.3323602341115472 4.5195054672658452 11.397871423512695 5.879180870950222 3.3020718432962894 5.3843754269182602 3.8288454860448828 3.1596676707267752 2.7875125184655181 6.8518682941794387 5.1717119552195134 7.6564417108893386 3.5783213861286631 2.508776381611824 3.2201083973050109
leaf_count=57 375 24 21 17 33 141 63 18 34 12 50 17 20 22 2224 16 92 118 64 39 54 44 34 28 79 48 76 25 23 42
internal_value=0 -0.00128757 0.00157697 -0.000240548 -0.00188179 -0.00200206 -0.000415225 0.00195689 -0.000674394 0.00229652 -0.00212654 -0.00118594 -0.000488638 0.000421193 -0.00237394 0.000158193 -0.000995416 0.000420603 0.00159273 -0.000177271 0.000765535 -0.00115349 -0.000937901 -0.000717562 -0.000496109 -9.56396e-05 -0.000778798 0.00012229 -0.000742362 0.0010233
internal_weight=0 204.856 31.0019 74.1693 130.687 124.543 70.0743 28.5228 62.0637 25.9323 118.458 24.6687 17.4598 6.08482 93.7891 3.66691 15.2624 18.8899 8.01062 10.7429 7.44083 43.1737 39.3449 36.1852 33.3977 26.5458 21.3741 13.7177 10.1394 14.618
internal_count=3910 3484 426 752 2732 2699 695 405 614 387 2653 363 222 46 2290 66 205 194 81 113 74 420 376 342 314 235 187 111 86 160
is_linear=0
shrinkage=0.00281662


Tree=68
num_leaves=31
num_cat=0
split_feature=1 123 15 3 150 0 49 11 15 13 483 2 15 133 1456 11 1374 149 483 13 43 3 13 49 43 484 1374 43 13 1186
split_gain=24.5572 7.8801 7.31544 5.81725 5.67019 5.12354 4.79408 4.75459 5.53104 4.36206 3.64809 4.29779 3.60768 3.29363 3.26077 3.256 3.08268 2.85427 2.73126 2.67036 2.66112 3.70309 2.60557 2.48152 2.36507 2.24608 2.69679 2.24088 3.59351 2.30533
threshold=0.10398500000000001 1.0000000180025095e-35 -0.24219999999999997 -0.115685 0.075065000000000007 -0.10071499999999999 -0.085974999999999982 0.08184000000000001 0.035895000000000003 -0.14819499999999997 0.087440000000000004 0.14578500000000003 -0.10312999999999999 -0.0023199999999999996 0.091465000000000005 0.088315000000000018 0.087110000000000007 0.086595000000000019 -1.0000000180025095e-35 0.17936000000000002 -0.071214999999999987 -0.075954999999999981 -0.079119999999999982 -0.47013499999999991 -0.084184999999999996 -1.0000000180025095e-35 -0.094679999999999986 -0.17307499999999998 0.16421000000000002 0.081240000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 7 10 6 -5 8 19 -7 11 15 -8 -3 -2 18 17 -6 -4 -1 21 -20 -22 -11 -23 -14 -27 28 -25 -29
right_child=2 13 4 5 16 9 12 -9 -10 23 -12 -13 25 -15 -16 -17 -18 -19 20 -21 22 24 -24 27 -26 26 -28 29 -30 -31
leaf_value=0.0020750842041450369 0.0024873651379444853 -0.0025840200546500564 -0.0034446923253682398 -0.0034500676091240474 0.0025825959872715935 0.00040308774514432851 -0.0017835940483139311 -0.002783582360351089 -0.0021648614888042971 0.001839089741733386 -0.0035186806876297276 0.0031248906866561264 -0.0020127356742364469 0.0017365992840466379 -0.0021254740294314118 -0.0037272561461980016 -0.0025107796854410822 -0.001807291851823014 -0.00079037661267619241 -0.0012259931737662328 0.00088882489333698671 0.0014405867609381018 -0.0016061792080908344 0.0023988781145358935 0.005915610793302167 -0.0015043948462904286 0.0017007160511557148 -0.0027091567418292316 -0.0024470475783821702 -0.00012791601026930196
leaf_weight=10.036207448691135 17.047887813299898 1.8201524540781964 2.2057799994945624 5.1877614893019226 10.592596851289271 4.8292598798871031 9.5197514481842553 5.2916086744517079 5.2164574284106484 1.1338272839784611 3.3564624041318885 2.7762007303535929 2.5241808332502886 8.2681140005588514 1.4022559896111477 2.6617110706865779 1.3896890766918648 1.4201819747686375 3.7489722035825253 2.6109364703297606 5.3737292662262979 2.5602249316871166 10.364974923431857 2.0119790490716687 1.6370196230709648 2.8545411527156839 9.9789935443550242 78.54704912006855 3.6248846296221018 3.0386064834892741
leaf_count=75 283 29 36 53 158 26 127 92 81 6 34 34 29 88 12 43 14 15 53 31 51 30 105 28 19 16 91 2117 80 54
internal_value=0 -0.00152862 0.000580238 -0.0016999 -1.69733e-05 -0.00195113 -0.000907391 -0.000362664 0.000354468 -0.00228787 -0.000637644 -0.000328977 -0.000377161 0.000957061 0.00213678 -0.000664803 0.0015893 0.00206361 -0.000349965 0.00139359 -6.17526e-05 0.00130994 -0.0007543 -0.00243495 0.00318595 0.000494642 0.000987809 -0.00249051 -0.00071738 -0.00261302
internal_weight=0 156.494 66.5377 146.406 48.0875 123.251 30.0652 23.1552 17.8636 93.1856 34.6851 31.3286 24.8775 10.0883 18.4501 28.5524 13.4025 12.0128 25.8907 12.6471 23.6849 7.94622 15.7387 88.3563 4.19724 15.3577 12.8335 87.2225 5.63686 81.5857
internal_count=3910 3023 887 2906 592 2627 316 279 187 2311 405 371 263 117 295 337 187 173 294 106 258 102 156 2285 49 136 107 2279 108 2171
is_linear=0
shrinkage=0.00290775


Tree=69
num_leaves=31
num_cat=0
split_feature=1 52 12 159 39 48 2 0 0 4 51 3 42 43 4 123 2 0 50 16 12 16 42 44 48 43 457 1 15 4
split_gain=48.8029 12.4116 10.625 9.21884 6.08815 6.8519 6.12961 5.83092 5.49239 4.98037 4.46815 4.01271 3.84165 4.48277 4.50242 3.69423 3.55305 3.54646 3.10385 3.00151 3.20001 2.94997 2.78658 3.2277 2.67024 2.56474 2.35272 2.25611 3.61539 2.25062
threshold=0.10113500000000002 -0.40083499999999994 0.080120000000000011 -1.0000000180025095e-35 0.005105000000000001 0.11930500000000001 0.10274500000000002 -1.0000000180025095e-35 -0.060094999999999989 0.39574000000000004 0.13118000000000002 -0.15121499999999996 0.095185000000000006 -0.18906999999999999 -0.51381999999999983 1.0000000180025095e-35 0.10742000000000002 -0.10303999999999998 0.11515000000000002 0.081265000000000018 -0.0089849999999999982 -0.008069999999999999 -0.034284999999999989 0.086480000000000015 -0.079684999999999992 -1.0000000180025095e-35 0.083995000000000014 0.09112000000000002 -0.0058549999999999991 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 18 5 6 7 17 9 26 -7 -1 13 -10 -15 19 -16 -5 25 20 -13 -22 -6 -24 -8 -3 29 28 -17 -4
right_child=1 3 8 4 22 10 24 -9 12 -11 -12 15 -14 14 16 27 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014971270509518215 -0.0024661301455986681 -0.0012468930093366029 -0.0025733766666581372 0.0008327993513740548 -0.00042752922789349596 -0.0027824835766394854 -0.00044367554645958189 0.0031332939670518723 0.0041154237542119611 0.0032229044907545685 0.0012065465578655105 -0.0026910800626610246 -0.0030046103247418771 -0.0035296311573827775 0.0014525016952302362 -0.0027326242794661394 -0.0019014405826919749 -0.0021481358718892537 -0.0027566227266998815 -0.0029296150535543866 -0.00089390686353388001 0.0017321783350064599 0.0030480763119923016 -0.0010427449858176287 0.0025213005208388232 0.0024149247901280551 -0.0010596278700421167 0.0018997701942403183 0.0018381886364443884 -0.0010973955806056709
leaf_weight=5.9280783757567397 8.2571459561586362 3.9152750931680202 100.55523781850934 5.1718694791197768 2.2313268072903183 5.7079179361462575 2.5441099852323523 3.4606085717678061 1.6994918063282973 1.2135981544852246 3.3211117163300514 6.0333667211234596 4.2749617360532275 3.0310948193073264 6.6494010239839554 2.8860358037054539 3.6624402925372124 7.0545131713151923 5.3415539935231209 6.8776409775018683 19.019705940037966 3.8449269607663181 21.449794925749305 1.5460572689771641 21.163175687193874 2.2531343773007375 9.7755247987806779 4.89200609177351 2.3453794382512552 8.3671905361115915
leaf_count=38 130 40 2057 37 15 41 22 37 10 10 23 71 69 26 39 31 52 69 59 92 141 27 268 11 219 16 105 45 14 96
internal_value=0 0.000734732 -0.00167691 0.00104509 0.00140074 0.000833298 0.00132573 -2.43469e-07 -0.00207033 -0.00228832 -0.00131521 -0.000620009 -0.000717217 -6.71543e-05 -0.00059989 -0.000893447 0.000261287 -0.000887174 -0.00123071 -0.00130611 -0.000919718 -0.000452303 0.00248995 0.00277304 0.00220312 9.06589e-05 -0.00234467 0.000564877 -0.00068341 -0.00245999
internal_weight=0 93.4176 191.056 85.1604 73.6505 48.4233 39.3943 15.687 139.229 119.912 9.02903 51.8271 19.3174 15.0424 13.3429 45.8991 10.3118 12.2264 11.51 35.7756 28.898 22.8646 25.2272 22.9959 23.7073 6.16841 118.698 10.1234 5.23142 108.922
internal_count=3910 987 2923 857 742 448 384 143 2464 2268 64 459 196 127 117 421 91 106 115 331 239 168 294 279 241 56 2258 90 45 2153
is_linear=0
shrinkage=0.00273441


Tree=70
num_leaves=31
num_cat=0
split_feature=1 12 12 3 147 4 124 4 48 1 3 4 150 39 16 0 4 0 4 1429 12 3 457 48 0 2 1186 129 13 0
split_gain=36.941 10.5788 8.91889 6.8619 6.12976 6.51474 5.20181 5.08657 4.82704 3.88219 3.79037 3.74502 3.47844 3.36109 4.05853 4.61954 3.16162 2.87953 4.59812 2.82168 2.74134 4.1447 2.42783 2.59598 2.4083 1.97372 1.92347 4.82464 1.90266 3.11758
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.16699000000000003 1.0000000180025095e-35 0.50657000000000008 -0.50873999999999986 -0.15796999999999997 -0.09386499999999999 0.085990000000000011 -0.016619999999999996 0.39574000000000004 1.0000000180025095e-35 0.13419 0.032820000000000009 1.0000000180025095e-35 0.0057500000000000008 0.047345000000000005 -0.48072499999999996 0.084710000000000021 0.090840000000000018 0.11265500000000002 0.083995000000000014 0.083775000000000002 -0.098179999999999976 0.080080000000000012 0.085080000000000003 0.086720000000000005 -0.09547499999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 4 5 13 -2 -4 -6 17 -11 22 24 14 15 20 -14 19 -19 25 21 -3 26 -24 -12 -1 28 -28 29 -9
right_child=1 3 7 -5 8 -7 -8 11 -10 10 12 -13 16 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00019417917992340446 -0.002587912782990922 0.0016463311797285786 -0.00035518656004924571 0.0024275096454563719 -0.0016300964213335173 0.001918370814835183 0.0026315936357044945 -0.0020437523574253231 0.0031775954071341732 0.0022808887031094071 -0.00030093158915235347 0.002424366455077368 -0.00047010175942621951 0.001957495636762121 -0.0025715857370226503 0.0033792827645694186 0.0029430996342804431 -0.0019213376114151116 0.0026325428565838922 0.0010021835274893396 -0.0020663422219604206 -0.0018097686816073151 -0.0024951044095188109 0.00060950999298245206 -0.0026759529675839879 -0.0025959067626584497 -0.0029236477907818815 0.0044924801349630799 -0.0026216385903402102 0.0020271435651777934
leaf_weight=2.2076906599104502 1.5754696130752588 5.4195938259363228 12.482113707810639 8.0796012021601182 2.1884370669722557 6.2054070159792891 21.030321262776852 8.5976979397237283 5.9929797798395139 4.9012618735432651 7.8781323693692711 1.3125131502747525 4.935004383325575 2.5135198645293704 13.306779261678455 1.9970145113766182 3.6048780381679535 3.7260968200862408 3.1331336423754683 2.2762357220053664 10.106253676116465 5.2377314120531082 3.8973280265927297 4.4031547829508781 5.6118339821696273 16.432610213756561 1.8236991576850408 1.0675324425101278 81.923059090971947 1.7355312258005131
leaf_count=22 11 47 100 96 20 79 298 132 62 39 57 11 37 20 198 21 22 34 21 16 96 39 64 31 69 227 39 15 1974 13
internal_value=0 0.00064874 -0.001596 4.91918e-05 -0.000313593 -0.000716429 0.00226783 -0.00202703 0.00189159 -0.000672266 7.72716e-05 -0.00222623 -0.000412995 -0.00114021 -0.00135609 -0.000645464 0.000970688 -0.00139901 0.000158767 -0.00190986 -0.00103256 -5.22304e-05 -0.00228523 -0.0008482 -0.00128894 -0.00226546 -0.00241059 -0.000185383 -0.00248033 -0.00136002
internal_weight=0 83.6531 171.95 61.0473 52.9677 44.7863 22.6058 117.243 8.18142 54.7069 26.9311 104.761 22.0298 38.5809 36.0674 22.7606 8.53988 27.7758 6.85923 20.9165 20.7636 10.6573 103.448 8.30048 13.49 18.6403 95.1475 2.89123 92.2563 10.3332
internal_count=3910 987 2923 678 582 500 309 2379 82 544 224 2279 185 421 401 203 59 320 55 265 182 86 2268 95 126 249 2173 54 2119 145
is_linear=0
shrinkage=0.00277058


Tree=71
num_leaves=31
num_cat=0
split_feature=1 12 12 40 2 147 0 4 4 3 14 42 43 4 3 376 0 49 483 52 0 13 12 49 133 48 0 1186 43 457
split_gain=24.4633 8.24509 6.4783 5.97784 5.26937 4.37321 4.34528 3.88103 3.84409 3.6464 3.48332 3.1201 3.8221 3.57087 3.09937 3.57754 4.60893 3.13507 2.85051 2.73168 2.94977 2.5952 2.72614 2.40204 2.37906 2.72063 3.90465 2.34182 7.22534 2.25364
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.34489500000000001 0.14925000000000002 0.089090000000000016 -0.060094999999999989 0.51224500000000017 0.39574000000000004 0.31335500000000011 0.077685000000000018 0.095185000000000006 -0.18906999999999999 -0.51381999999999983 -0.12008499999999998 0.048695000000000009 -0.10071499999999999 -0.085974999999999982 0.086680000000000021 -0.42985499999999993 1.0000000180025095e-35 -0.37340499999999993 0.092365000000000017 0.082865000000000008 -0.26719999999999994 0.11930500000000001 -0.10462499999999998 0.085080000000000003 -0.0012249999999999997 0.084715000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 5 7 8 9 27 18 14 12 -8 -14 -1 16 17 -16 19 -3 24 -15 -23 -19 -21 26 -26 29 -29 -4
right_child=1 4 6 -5 -6 -7 11 -9 -10 -11 -12 -13 13 21 15 -17 -18 23 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011234870761120748 0.0023746757209385854 -0.0027352227858219937 -0.0022927270522484691 -0.0033949718829889789 0.0024520244772874215 0.0018816229470191594 0.0037752104288514875 0.0024115682663042679 0.0030117562340881642 0.0028656623372971422 -0.0029695779280059075 -0.0028330188334590063 -0.0033978159800316728 0.0030933263138916362 -0.0029241698414281614 0.0011771344309107164 -0.0022295897220737221 0.00066399763763217974 -0.0031924086367968157 -0.0032575266580338932 0.0022099115508272238 0.0011657809105054878 -0.0020129731921899453 -0.0019233436333064003 0.001220769661506261 -0.0020130016574326499 -0.0011107289571510854 -0.0028825405475714099 0.0055329077876774633 -0.00067025109243638208
leaf_weight=7.5570370368659487 17.40174783393741 4.1550025865435556 72.404842920601368 1.3228526711463917 5.2079097032546988 5.4904726222157469 1.6355030611157424 2.7463011853396884 1.0299740433692921 1.7730595804750908 3.94646406546235 3.2436403930187216 2.3223492689430705 1.757231444120406 2.5499754473567036 5.8265143372118464 13.337231120094659 13.498636540025471 3.5893747359514228 2.3202934637665811 2.5676708966493598 3.646467089653016 3.743010513484478 3.0030065923929206 9.2483085729181802 6.140864595770835 10.50184474140406 1.9138165358453991 1.0998934544622887 6.3772564232349387
leaf_count=58 301 112 2037 8 77 70 10 46 10 28 53 69 23 8 24 55 213 95 40 22 33 25 57 46 78 50 122 43 12 85
internal_value=0 0.000471856 -0.00138179 0.00196706 -4.9108e-05 -0.000317495 -0.00176822 -0.000598011 -0.00201155 -0.000803122 -0.000610963 -0.000535456 3.32361e-05 -0.000500374 -0.000407605 -0.000710376 -0.00104993 -0.000224092 -0.00097198 -0.000743836 -0.00047501 0.000235286 -0.000444361 0.000193147 -0.000719379 -0.000491917 -1.89694e-05 -0.0020748 0.000188789 -0.00216139
internal_weight=0 72.4657 148.893 18.7246 53.7411 48.5332 99.174 43.0427 82.8258 40.2964 49.7189 16.3482 13.1046 11.4691 45.7724 38.2154 32.3888 19.0516 38.5234 34.934 30.779 9.14671 7.38948 16.5016 28.2113 25.891 19.7502 81.7958 3.01371 78.7821
internal_count=3910 987 2923 309 678 601 2379 531 2187 485 544 192 123 113 491 433 378 165 457 417 305 90 82 141 272 250 200 2177 55 2122
is_linear=0
shrinkage=0.00261651


Tree=72
num_leaves=31
num_cat=0
split_feature=1 12 12 40 3 39 4 47 4 50 4 49 14 43 2 50 157 51 48 3 0 1 2 4 160 16 48 15 42 3
split_gain=21.1148 7.26691 6.0111 5.24121 4.77541 4.74364 4.08795 3.92283 4.65097 5.25322 3.39127 3.21322 3.18699 3.11204 3.05646 3.03162 3.28001 3.22429 2.92187 2.77183 2.61509 5.67866 2.82389 2.57288 2.54458 2.47399 2.45679 2.43605 2.15937 2.14585
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.34489500000000001 0.16699000000000003 0.15608500000000003 -0.15796999999999997 0.10887000000000001 -0.03614499999999999 0.11581000000000001 0.15045000000000003 -0.075429999999999983 0.077685000000000018 -0.079109999999999986 0.10393500000000001 0.096815000000000012 -0.078454999999999983 -0.031524999999999991 0.083775000000000002 -0.071964999999999987 -0.072864999999999985 0.076710000000000014 0.089910000000000004 -0.48072499999999996 0.084100000000000022 0.054425000000000008 0.091875000000000012 0.091195000000000012 -0.0060199999999999993 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 28 5 7 -4 8 25 13 11 18 15 -10 27 16 -1 -18 -8 -15 21 -19 -23 -22 -20 -3 -24 29 -2 -12
right_child=1 4 6 -5 -6 -7 10 -9 9 -11 14 -13 -14 19 -16 -17 17 20 24 -21 23 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017253844749315259 -0.00013043666653275179 0.00054852923749705888 -0.0002668279681255787 -0.0037489216111248882 0.0023572269103517042 0.0036194908791247877 -0.0032980880940011803 -0.002243927023946293 -0.00082967847836364257 -0.0033752988649547182 0.0012381619470153056 -0.0025875417937809564 -0.0033297841472077414 0.0032966736934732961 -0.0028416635812177978 -0.003446807662166517 -0.0028609785457627225 -0.0032201958249517644 -0.0013768382978193714 0.00073276406270350418 -0.0012214625469918433 -0.00092312122768295208 0.0029510026234178732 0.0024210843786099359 0.0030196728205123921 -0.0031996129272513292 -0.00053970469765613524 0.0033089142073631579 0.0030406575038173099 -0.0032696247009092569
leaf_weight=6.3989645205438128 2.1888233050704029 2.1614983938634351 11.319672193378208 1.2284157127141941 6.3525890894234172 2.4566972553730002 2.1592349857091895 10.066812131553887 6.0775433070957723 2.744105700403451 2.2350137829780583 65.588508289307356 3.6118818148970595 5.8413658495992449 3.1293456610292196 2.7555792704224578 4.7504552192986003 6.0016303621232536 2.2588482797145844 10.226971765980126 2.5213408768177032 9.5503731854259986 4.3506737723946562 5.3118940703570869 2.3876219838857651 5.5131591334939003 3.0060828477144241 2.1509836316108704 14.027774583548309 1.5960184261202792
leaf_count=58 25 22 100 8 96 32 38 121 69 38 28 2080 53 81 50 34 87 119 32 106 15 78 32 49 11 113 19 14 276 26
internal_value=0 0.000508557 -0.00149699 0.00216468 -5.30821e-05 -0.000392677 -0.00193892 -0.000623884 -0.000123075 0.000500059 -0.00217115 -0.00238603 -0.000646934 0.000980256 -0.000463838 -0.000429895 -0.000231446 -0.000584244 -0.000443977 0.00166483 -0.000232428 -0.000738849 0.00014197 0.00124863 0.00088234 -0.00214398 0.00152465 0.000780063 0.00261264 -0.000639794
internal_weight=0 68.8858 141.084 17.445 51.4407 45.0882 92.8252 42.6315 32.5646 24.89 81.5056 72.3942 48.2589 22.1459 9.11136 44.647 41.8914 35.4925 6.80571 16.0683 30.742 22.9088 16.9071 7.83323 4.64647 7.67466 7.35676 5.98202 16.2166 3.83103
internal_count=3910 987 2923 309 678 582 2379 550 429 294 2279 2161 544 256 118 491 457 399 81 187 312 248 129 64 43 135 51 68 301 54
is_linear=0
shrinkage=0.00296937


Tree=73
num_leaves=31
num_cat=0
split_feature=1 123 15 150 3 0 11 15 13 49 2 1456 15 149 11 483 13 39 13 484 1 15 1374 1 49 48 43 13 13 1186
split_gain=38.6546 10.9621 9.39344 8.02244 7.25579 6.29784 5.51 6.66093 4.90663 4.29513 4.21584 3.92023 3.80789 3.34863 3.28848 3.53684 3.09783 2.90036 2.90814 2.80876 2.74846 4.55726 2.55199 2.613 2.11929 2.10856 2.09065 3.70038 2.03964 2.00963
threshold=0.10398500000000001 1.0000000180025095e-35 -0.24219999999999997 0.075065000000000007 -0.115685 -0.10071499999999999 0.08184000000000001 0.035895000000000003 -0.14819499999999997 -0.085974999999999982 0.16971500000000003 0.091465000000000005 -0.10312999999999999 0.092550000000000007 0.087830000000000005 0.089065000000000019 0.17936000000000002 0.085790000000000019 -0.092039999999999983 -1.0000000180025095e-35 0.092550000000000007 -1.0000000180025095e-35 -0.094679999999999986 0.085990000000000011 -0.23609499999999997 0.12862000000000004 -0.17307499999999998 0.16421000000000002 -0.123625 0.081240000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 10 6 9 7 16 -7 -6 14 -2 -11 25 15 17 28 18 -4 -14 21 -3 -21 -24 -10 -5 27 -26 -1 -28
right_child=2 20 3 13 5 8 -8 -9 24 12 -12 -13 19 -15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 26 -27 29 -29 -30 -31
leaf_value=-0.00010262573146432258 0.0022374367595493364 -0.0024820161353834224 0.0011409079828524444 0.0022760364732805714 -0.0028582616124800523 0.00031800793683223742 -0.002403271287483784 -0.0019507887993850729 2.5653447729497061e-06 -0.0016214298846825793 0.0028600314106441995 -0.0018559626771521855 -0.0019208480634399065 -0.0017333039549788985 -0.002875563257369641 -0.0028983934587965446 -0.0010649843673595967 0.0012525688196840068 -0.0010345546817070877 -0.0012657007032639421 0.0019758189705743564 0.0020567564425548997 0.00021081908630001483 0.0026499772820068514 0.001719008328171328 -0.00048699820803235153 -0.0024062465529064996 -0.0022108568217447449 0.0023992133787153957 -0.00057501381191460985
leaf_weight=2.638451553881171 21.24945874884725 2.9913407526910305 4.6960319541394737 12.810254674404861 5.5307244360446921 4.980476237833499 6.3795057944953433 5.941063940525054 2.6279108002781859 10.744590699672701 2.1350454092025748 1.5404128953814495 2.9807564578950432 1.7298782542347897 3.8920900188386431 3.3208589889109126 2.9564935602247706 6.5680028498172751 19.1787418499589 3.0763297677040109 6.3267937265336514 2.4873546436429006 6.1005022935569251 4.8317186273634434 2.2072449140250674 1.9542152509093274 97.710902202874422 4.4093425720930099 8.2733383029699343 3.8229302354156962
leaf_count=23 283 33 38 158 53 26 92 81 16 127 24 12 29 17 52 30 31 64 197 16 69 15 60 31 28 12 2107 80 52 54
internal_value=0 -0.00144765 0.000618707 7.53103e-05 -0.00160336 -0.00181473 -0.000400603 0.000244347 -0.00208777 -0.000864555 -0.000526948 0.00196076 -0.000466968 0.00152819 -0.000718986 -0.000470388 0.00118473 -0.000205528 -0.000606654 0.000263151 0.000863321 -0.000421391 0.000727865 0.00128885 -0.00219594 0.00191032 -0.00224936 -0.000899883 0.00179427 -0.0023373
internal_weight=0 187.018 79.075 56.2851 175.212 149.023 26.1889 19.8093 115.759 33.2646 39.7908 22.7899 27.7339 16.4943 37.6557 33.7636 13.8683 30.4428 23.8748 16.9893 11.8055 5.4787 14.0086 10.9322 110.778 14.7645 108.15 6.61659 10.9118 101.534
internal_count=3910 3023 887 592 2906 2627 279 187 2311 316 405 295 263 187 381 329 106 299 235 136 117 48 107 91 2285 170 2269 108 75 2161
is_linear=0
shrinkage=0.00247771


Tree=74
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 481 132 376 133 50 3 52 52 48 147 16 47 0 12 0 16 43 0 3 130 403 44 2 15 51
split_gain=20.1449 12.334 5.76448 4.30888 4.39133 4.20308 3.70197 4.39799 4.15198 3.32862 3.17236 3.23175 3.85386 3.13189 5.10111 3.01343 2.77555 2.589 3.5127 2.54925 2.49315 2.94647 2.67518 2.29269 2.22376 4.90841 2.15292 2.28827 2.26284 1.99916
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 -0.0079799999999999992 0.082150000000000015 0.048375000000000008 -0.069944999999999993 0.14026500000000003 -0.100615 -0.12272499999999999 -0.096614999999999993 -0.09386499999999999 0.088035000000000016 0.3935300000000001 0.096475000000000019 -0.11287999999999999 0.087305000000000008 -0.060094999999999989 0.099280000000000021 -0.23454499999999998 -0.075584999999999986 -0.086589999999999986 -0.082634999999999986 0.086810000000000012 0.081710000000000019 0.097940000000000013 -0.073314999999999991 0.11024000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 23 -1 7 8 -7 16 11 -6 -13 -10 20 -9 29 18 -12 -14 21 -15 26 -3 25 -19 27 -23 -29 -4
right_child=2 3 9 -5 10 6 -8 15 13 -11 17 12 19 14 -16 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0027652812353268601 -0.0026780795509790739 -0.0011645526582983311 0.002713491314621474 0.00061923041948644354 -0.0026334217362833845 -0.0032331373361685089 0.0022398831800612214 0.0019820693900345055 -0.0031955155637212991 -0.0024929927759116286 0.0023261399062983489 0.0041442979073374698 -0.0015809751528489664 -0.0032581471783746543 0.0033989289224791892 -0.0019908495990906645 0.00013136814774195952 -0.0022506097660958905 -0.0023791965421316682 0.00072070726594352025 -0.0017568142423406404 -0.00044659711294203433 0.001959560061144006 0.0022712565077660195 -0.0023363908452336884 0.0050215818861874748 -0.0027281854566893471 0.0032353446454487659 -0.00015860549570155855 -0.00051370247828793855
leaf_weight=4.1265371199697247 2.2455784939229515 2.7234819903969765 17.466159254312526 5.8602175936102858 6.0053257234394577 3.7081231940537682 4.9133099131286135 8.989984776824711 2.4932016208767882 1.2291635796427716 2.1398890055716029 1.2598087638616569 9.1713078860193473 1.8940776474773908 2.7468972578644744 1.6025414913892735 4.511430747807025 2.1682606153190132 2.3956666197627783 5.4742089360952351 7.4106462709605685 16.240731373429306 4.9736628308892277 2.8123958036303511 69.662299554795027 0.95130381174385537 2.1677612848579875 2.788912333548069 2.8091298863291732 1.4836505539715279
leaf_count=56 20 24 341 33 141 56 58 127 25 10 20 7 175 26 25 11 40 48 32 40 100 129 56 22 2174 16 23 40 20 15
internal_value=0 -0.001061 0.0014162 -0.00160802 -0.00173261 -0.000155993 1.56279e-05 -0.000173362 -0.000521945 0.00178857 -0.00186168 -0.000965185 -0.000335314 -0.000290965 -0.000114477 0.00138101 0.00201288 -0.00211574 -0.000159204 -0.000720651 -0.000366559 -3.28611e-05 0.000177936 0.000580944 -0.00223766 -3.29721e-05 -0.00019118 6.06483e-05 0.00153224 0.00246082
internal_weight=0 177.49 26.936 110.624 104.764 66.8655 62.739 57.8257 47.2331 24.6904 99.2281 21.9107 15.9053 43.525 41.0318 10.5925 23.4612 77.3174 4.53556 14.6455 38.2849 30.8743 28.9802 5.53588 72.7819 3.11956 24.0065 21.8388 5.59804 18.9498
internal_count=3910 3484 426 2732 2699 752 696 638 500 406 2653 363 222 444 419 138 396 2290 52 215 394 294 268 46 2238 64 212 189 60 356
is_linear=0
shrinkage=0.00266909


Tree=75
num_leaves=31
num_cat=0
split_feature=1 12 12 2 52 38 50 48 158 4 2 160 42 42 4 484 1429 2 0 49 48 15 3 41 38 124 51 49 160 4
split_gain=36.2361 10.3298 9.08437 6.30645 5.02449 4.99778 4.85849 6.02617 6.26478 4.53171 4.35061 4.22578 5.85168 4.53955 3.75832 3.64887 4.1005 3.31236 4.16401 3.13906 2.92098 2.85487 2.83634 2.7931 2.69909 3.05865 2.59275 2.61884 2.54019 2.47237
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.14808000000000002 -0.42985499999999993 0.13219500000000003 0.11515000000000002 0.11930500000000001 0.11034000000000001 -0.15796999999999997 0.11462500000000002 -0.078874999999999987 -1.0000000180025095e-35 0.10269500000000001 0.15045000000000003 -0.0043499999999999988 0.084710000000000021 0.10393500000000001 -0.11756999999999999 -0.075429999999999983 0.083775000000000002 0.083185000000000023 -0.15464999999999998 0.077550000000000022 0.086545000000000011 -0.085379999999999984 -0.097124999999999989 -0.085974999999999982 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 15 4 -3 -2 7 8 10 -4 11 -6 -13 -14 19 -1 21 18 -16 20 -11 22 -17 24 25 -24 -27 -28 -22 -29
right_child=1 3 9 -5 6 -7 -8 -9 -10 14 -12 12 13 -15 17 16 -18 -19 -20 -21 28 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0026279763818407064 0.0027504529207864475 -0.0030458714592485978 -0.00047110245169086873 0.0027107448591304718 -0.0019539206335677777 -0.0027534158837948029 -0.0024631635418179512 -0.0020801603721596921 -0.0034827812807126744 -0.0032388423212715593 0.0027816244434437322 -0.0017931036180426809 0.002775036447155251 -0.001669897274112295 -0.0025873316770374214 0.0016392327277432275 0.0021745858044053745 -0.0028424580271710419 0.0022767939769395115 -0.0026566519624126104 -0.0014462012443354098 -0.0032006651332823748 0.0023726221099924102 -0.0033028906713391125 -0.0033506334430194271 -0.0031244327054756591 -0.0028871683679930109 0.0013078512408823046 0.0027427057027085058 -0.00074892222006328992
leaf_weight=7.0197848603129378 20.521833658218387 4.9267442040145388 12.475071329623459 6.6879639364778987 4.6938165314495555 1.4765961095690716 5.8017296418547621 7.0704722031950942 2.5929077938199034 2.4703143872320643 9.9175113514065725 4.3768315389752415 11.580171681940557 2.2992318533360949 2.2478863038122654 4.7450689636170855 4.6711566746234885 3.6692928709089756 4.2431125491857511 84.735289823263884 2.4465172104537487 3.4403445199131957 3.333897687494761 3.2267359420657149 2.5165978558361521 2.9363725893199542 2.7417518608272173 8.4806829504668801 2.3888637274503708 11.491724908351875
leaf_count=90 299 114 100 82 45 10 68 53 33 38 121 32 111 19 31 32 38 50 37 2080 32 49 30 42 33 48 25 71 11 86
internal_value=0 0.000687481 -0.00165329 6.60167e-05 -0.000266091 0.00238102 1.72636e-05 0.000355624 0.000841295 -0.00211518 0.00118242 0.000491348 0.00112005 0.0020387 -0.00231587 -0.000683247 -0.000396355 -0.000648126 0.000592307 -0.00249997 -0.000682641 -0.000676205 -0.00045618 -0.00074249 -0.000480221 -0.000230995 -0.000569397 -0.000239095 0.00062328 0.000124425
internal_weight=0 81.9458 169.28 59.9474 53.2594 21.9984 48.3327 42.5309 35.4605 114.676 32.8676 22.9501 18.2562 13.8794 102.201 54.6041 47.5843 10.1603 6.491 92.041 7.3057 42.9132 39.4728 34.7278 31.501 28.9844 25.6505 22.7142 4.83538 19.9724
internal_count=3910 987 2923 678 596 309 482 414 361 2379 328 207 162 130 2279 544 454 118 68 2161 81 416 367 335 293 260 230 182 43 157
is_linear=0
shrinkage=0.0028895


Tree=76
num_leaves=31
num_cat=0
split_feature=1 12 484 403 52 1213 52 0 52 4 475 40 3 39 2 3 132 147 0 49 48 133 16 4 3 4 160 52 151 1
split_gain=19.0689 6.59994 5.70611 7.6998 7.5212 6.18564 5.96443 4.97277 5.89375 5.42496 4.73475 4.5245 4.26144 4.37091 3.89157 4.4126 3.92139 3.75269 3.63466 5.6105 4.53206 3.60953 3.53958 3.37541 8.42301 3.18938 3.40415 3.46224 3.16543 3.00569
threshold=0.10113500000000002 -0.071274999999999991 -0.0043499999999999988 -1.0000000180025095e-35 0.18936500000000003 -1.0000000180025095e-35 -0.42035499999999998 -0.077944999999999987 0.13266500000000003 -0.49269499999999994 -0.086424999999999988 0.34489500000000001 0.31335500000000011 0.15608500000000003 0.10796500000000002 -0.11266 0.082150000000000015 0.089090000000000016 -0.10071499999999999 -0.085974999999999982 0.086285000000000014 -1.0000000180025095e-35 -0.094359999999999986 -0.076329999999999995 -0.084129999999999996 0.51224500000000017 -1.0000000180025095e-35 -0.27466499999999994 -0.086424999999999988 0.078675000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 10 5 -5 -7 8 18 -9 -4 -2 13 17 16 -16 29 25 19 -8 21 -21 -22 24 -20 26 -3 -28 -12 -11
right_child=1 12 3 4 -6 6 7 9 -10 14 28 -13 -14 -15 15 -17 -18 -19 23 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0028343463691189409 0.0024866108876178336 -0.0025188233477234064 0.0038953431437428986 -0.0029823968015262234 -0.0029286326462679931 -0.002573674236184517 -0.002992028439820443 -0.0012883866359555843 0.0056535686999245275 0.0034255078132710559 0.0016361389414237843 -0.0034887190230035079 0.0030669169006516117 0.0033981037579043378 0.00289799786748017 -0.0033075111080738181 0.0068777320728910804 0.001895940440378528 -0.0020803759987065361 -0.0015537913641629475 -0.00305401784610391 0.0024755265208358914 0.0014077639791087431 -0.002269360699047861 0.0061524072755490067 0.0024994579120537746 -0.0024707061842893815 4.8028846820564634e-05 -0.0028854738918229852 3.4025684525781287e-05
leaf_weight=18.791705319657922 15.150789905339481 8.7520714998245221 0.92684821039438503 6.8793607819825402 10.975781343877314 7.3599874284118405 3.8039087019860771 4.9034581873565939 1.2634774930775154 6.2613684311509115 1.3254038691520751 1.1067180335521687 3.3914134539663783 2.5275003090500823 1.7795947380363943 1.9596026800572861 1.789712470024823 4.8704883232712737 3.170497739687562 2.1881362833082738 3.5474399253726006 10.457183128222811 2.444204654544591 13.561337998136889 1.4852866120636434 2.2918288707733145 5.5984634812921277 21.500090047717098 25.589723389595743 3.2209299243986607
leaf_count=510 301 114 6 219 274 190 36 53 11 60 15 8 66 34 14 35 17 66 96 41 30 87 20 333 21 42 131 225 798 57
internal_value=0 0.000505006 -0.00137695 -0.00113858 -0.000720901 -0.00040238 -0.000145879 0.000143087 -0.000414525 0.00131689 -0.00244449 0.00207984 -1.8231e-05 -0.000247983 0.00216791 -0.000354126 0.00300453 -0.000462232 -0.000603096 0.000165441 0.000809898 0.0017783 -0.0012339 -0.00154982 0.000546043 -0.000763352 -0.000971934 -0.000472333 -0.00266281 0.0022735
internal_weight=0 65.1894 133.685 114.893 87.0513 76.0755 69.1961 61.8361 41.9215 19.9147 27.842 16.2575 48.9319 45.5404 15.0112 3.7392 11.272 43.0129 40.658 22.4409 18.637 12.6453 5.99164 18.2171 4.65578 38.1425 35.8506 27.0986 26.9151 9.4823
internal_count=3910 987 2923 2413 1594 1320 1101 911 675 236 819 309 678 612 183 49 134 578 664 214 178 128 50 450 117 512 470 356 813 117
is_linear=0
shrinkage=0.00285289


Tree=77
num_leaves=31
num_cat=0
split_feature=1 123 15 484 403 52 1213 52 150 475 52 133 48 151 1 0 132 43 48 13 2 49 1 2 1 1374 11 0 484 133
split_gain=18.8381 6.71211 5.36 4.9964 5.78629 4.62446 4.82735 5.34975 4.34968 4.29359 3.9528 4.28366 3.11766 3.08173 3.05015 2.97038 5.57035 4.25644 4.55728 3.90251 3.81254 4.23074 3.40118 5.21412 2.94241 2.73604 2.68509 3.08017 3.06614 2.7111
threshold=0.10420500000000001 1.0000000180025095e-35 -0.24219999999999997 -0.0043499999999999988 -1.0000000180025095e-35 0.18936500000000003 -1.0000000180025095e-35 -0.42035499999999998 0.075065000000000007 -0.086424999999999988 0.14114500000000005 -0.21767499999999998 -0.084204999999999988 -0.086424999999999988 0.11774500000000002 -0.077944999999999987 0.080815000000000012 -0.0037249999999999996 0.086285000000000014 -0.09602999999999999 -1.0000000180025095e-35 -0.083359999999999976 0.078675000000000009 0.095195000000000016 0.085110000000000005 0.087855000000000016 0.087830000000000005 -0.035699999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 -1 9 6 -6 -8 12 -5 11 -9 -4 -11 -2 17 22 19 20 -13 -19 -22 23 -17 -23 -10 27 28 -14 -30
right_child=2 -3 8 4 5 -7 7 10 25 13 -12 15 26 -15 -16 16 -18 18 -20 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030696572354145619 0.00013952497436302494 0.001032024630433608 -0.0042006298795270484 0.0039165325498212184 -0.0031666101014862298 -0.0028108194593492097 -0.0028013558337462684 -0.0030393737302532599 0.0020941627196816521 0.001524174925462112 0.0048053799773232079 0.0029707895856473914 -0.0031360845006635787 -0.0030621523689334726 0.0030113692699325128 0.0040898455633136604 0.0052448668646300706 -0.0013063723562406287 -0.001761764719790417 -0.0023682580493522595 -0.0018998435668833712 0.0015447892572030975 -0.0019757253728692335 -0.00049200463231981477 0.0050193664927523172 -0.0027043590707337751 -0.0029870001636146549 0.0022570169059060461 -0.002355720276156601 0.00060973071844463045
leaf_weight=18.46531886793673 4.952756647020581 9.6273139920085651 2.0046870000660446 0.91071789339185016 6.5799879822880021 10.871121771633623 7.7780748959630719 4.6507646683603516 11.0032442510128 1.4376270547509253 1.4772592615336169 1.4160491488873912 3.3364460393786564 24.646469920873638 11.144869096577166 3.8073426391929477 2.5241637788712969 3.9156192541122463 6.5639402344822875 12.251634376123549 1.940412528812886 5.2250918578356398 4.1605958454310885 5.8275284059345722 3.9817999992519617 1.2242986559867848 3.0388186778873196 4.7467373684048644 3.5422611832618882 14.806156886741499
leaf_count=515 60 119 16 6 218 281 217 133 174 16 11 13 54 796 234 30 24 53 43 321 17 56 71 58 32 13 54 61 33 181
internal_value=0 -0.00142021 0.000625739 -0.00160403 -0.00135792 -0.000959513 -0.000680377 -0.000430693 7.24675e-05 -0.00258247 -0.000111356 -0.000240447 -0.000526277 -0.00280938 0.00212779 1.17537e-05 0.00108599 -0.000484957 0.000355665 -0.0018151 0.00127837 0.0021863 0.00032504 0.00131857 0.00304748 0.0016137 -0.000276334 3.53093e-05 -0.000451014 3.72344e-05
internal_weight=0 138.059 59.8003 128.432 109.966 82.9714 72.1003 65.5203 43.7027 26.9948 57.7422 56.2649 31.4751 26.0841 16.0976 51.6142 16.3196 35.2945 21.6269 13.6677 15.0629 11.1473 13.7955 9.63487 9.20689 12.2275 29.4704 26.4316 21.6849 18.3484
internal_count=3910 3030 880 2911 2396 1578 1297 1079 586 818 862 851 399 812 294 718 183 535 201 334 158 105 159 88 88 187 383 329 268 214
is_linear=0
shrinkage=0.00304495


Tree=78
num_leaves=31
num_cat=0
split_feature=1 52 12 12 47 50 3 128 3 150 3 1 4 40 48 150 0 4 4 160 2 1 49 1429 15 123 456 160 2 130
split_gain=50.8272 12.9092 11.2971 10.2021 7.52108 9.63029 6.77105 4.66344 4.28095 4.03458 3.95581 3.82876 3.73314 3.67556 3.63764 3.34386 2.73413 2.75985 2.60801 2.6042 3.22199 2.46207 2.41747 2.38668 2.27704 2.58554 2.03618 2.02691 2.01797 1.88157
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 -1.0000000180025095e-35 0.10933000000000002 0.11551000000000002 0.097615000000000021 0.086435000000000012 -0.100615 0.084800000000000014 -0.15121499999999996 0.085990000000000011 -0.034289999999999994 0.26954500000000009 0.12230500000000001 1.0000000180025095e-35 -0.060094999999999989 -0.23071499999999998 0.0057500000000000008 -0.079234999999999986 0.11462500000000002 0.13702500000000004 -0.47013499999999991 0.08401500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.088865000000000013 -0.010664999999999999 0.11500500000000001 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 13 5 7 8 12 9 16 -1 24 28 26 19 27 23 -18 -17 20 -14 -6 -10 -4 -12 -26 -3 -13 -5 -24
right_child=1 3 6 4 21 -7 -8 -9 22 -11 11 15 14 -15 -16 18 17 -19 -20 -21 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001463125420324968 -0.0018145282547988386 0.0023968352939715176 -0.0023467233604844611 -0.0011291197441867171 -0.0019457459777270257 -0.0026449322313652156 0.00083373072953536699 -0.0021607986143050814 0.0011420293284273794 0.0016929580766126499 -0.0021809691429844243 0.00037143816352185792 -0.0013563079484851086 -0.0011876831301145295 -0.00093007423806708766 2.6244319949778255e-05 -0.0012347428465485856 0.0015864815054610279 0.0025663265538766879 0.0022971587357807142 0.0022563568500803426 0.00087482711198447606 -0.00053535816164861441 0.00098855277668183383 -0.0012531271286181968 0.0017606895835469304 -0.00025651554753898347 -0.0014371121436296292 0.001254460941699883 -0.0021741064141579448
leaf_weight=5.3659664541482917 9.9195643626153451 28.074484560638673 11.332822583615782 4.4600594006478707 8.4348482079803926 4.0007171072065821 5.2936264723539344 2.1927172541618338 1.2598671913146962 2.7390633560717097 10.297597363591196 5.5155759193003169 2.6264123357832494 1.7960480526089657 2.6074426621198645 5.3002201765775663 5.6366993933916092 2.8349225856363773 3.7579330503940582 22.609328139573343 2.7481383346021175 2.1033121570944777 3.9689058884978285 1.3011351637542254 6.7767517864704114 2.0071164220571518 1.6667274609208096 8.6700222380459326 3.4089983254671097 96.053647998720407
leaf_count=36 152 335 192 38 89 48 25 20 7 21 134 47 23 14 16 38 44 20 22 215 29 14 58 10 70 12 14 74 28 2065
internal_value=0 0.000705952 -0.0013948 0.000994229 0.00038954 0.000807804 -0.00175001 0.00114759 -0.00185932 -0.000970195 -0.000423428 -0.000662605 0.00133621 0.00205247 0.00170475 -2.70143e-05 -0.00131582 -0.000290655 0.00108004 0.00195026 0.000490935 -0.00138279 -0.00206864 -0.00200323 -0.00143684 -0.000564469 0.00224814 -0.00073392 -9.65155e-05 -0.00210908
internal_weight=0 96.6488 178.112 86.7292 55.192 44.6538 130.421 40.6531 125.127 23.8446 47.6912 42.3252 38.4604 31.5373 30.5913 23.2438 21.1056 8.47162 9.05815 27.9839 5.37455 10.5382 101.282 12.634 19.0815 8.78387 29.7412 14.1856 7.86906 100.023
internal_count=3910 1035 2875 883 520 417 2442 369 2417 287 433 397 349 363 283 181 266 64 60 267 52 103 2130 202 216 82 349 121 66 2123
is_linear=0
shrinkage=0.00233236


Tree=79
num_leaves=31
num_cat=0
split_feature=1 12 12 3 52 50 47 15 38 4 447 48 2 52 4 14 12 49 160 2 0 52 376 132 0 1 48 4 13 3
split_gain=27.8457 9.48919 7.35014 5.9229 4.59704 4.95686 5.18802 4.58217 4.48966 4.41919 3.80748 3.13676 3.00183 3.47187 2.83547 2.77821 2.77598 2.63629 3.56962 2.58387 2.65008 2.3751 2.34269 2.94359 4.4112 2.32889 3.98746 1.97234 1.96671 1.93383
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 0.16699000000000003 -0.42985499999999993 0.11515000000000002 0.10933000000000002 0.035895000000000003 0.10657000000000001 -0.15796999999999997 0.085135000000000016 0.12862000000000004 0.11542500000000001 0.13709500000000002 0.15045000000000003 0.077685000000000018 0.11472500000000001 -0.075429999999999983 0.084100000000000022 0.10393500000000001 -0.11524 0.17829500000000004 0.048695000000000009 0.080815000000000012 -0.10071499999999999 0.076710000000000014 0.084500000000000006 -0.00072999999999999985 0.034610000000000009 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 4 -3 6 7 11 -2 -4 15 12 13 16 17 21 -6 18 -11 20 -16 22 23 24 25 -1 -27 -24 -8 -9
right_child=1 3 9 -5 5 -7 28 29 -10 14 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020393070731862741 0.002541610346692336 -0.0026802596076397943 -0.00030558275144558175 0.0021537291483187853 0.0018743853104875368 -0.0022280875451110146 -0.0022338148955898919 0.00034045796305172697 -0.00073729659721700764 -0.002247531531655991 0.0026691402140637276 -0.0015511966421479912 0.0028574783106258285 -0.0021509718932019748 -0.0017838704098921186 -0.0028931172096882522 -0.0015145177524627451 -0.002279857531129444 0.001504058175559814 -0.0025512158006567721 0.0016659188725448278 -0.0028705363459071054 0.0023615302767938723 0.0018259898778817743 -0.001968948259667226 0.0019283073179827183 -0.00079228026543088032 -0.0006948474993159811 0.00069375044229756644 -0.0020880800053019776
leaf_weight=3.0749580934643772 16.777876649051908 4.9042368773370972 11.67096511274576 7.1850837916135779 10.868429720401769 6.1302591152489176 6.4882375001907331 4.1306635551154613 3.2636956050992003 3.7962157167494288 2.2665590308606616 2.3701381385326377 7.5409081280231467 2.1247764490544787 2.3854170776903629 3.572287142276763 1.8507616221904744 72.229072930291295 2.9480534009635448 3.0719339773058891 3.7429610677063447 2.6875845976173869 3.4168880507349968 2.8906165622174731 13.517064565792682 6.3356213085353357 7.9447817988693714 2.3189613968133918 1.9533742219209669 4.4634192138910276
leaf_count=45 288 126 97 96 105 76 73 42 29 64 21 14 105 18 33 51 22 2066 16 49 32 37 28 27 195 42 51 21 12 29
internal_value=0 0.000483756 -0.0013892 -2.51786e-05 -0.000321545 -8.01543e-05 0.000234925 0.000688356 0.00200765 -0.00178471 -0.000566925 0.00124701 0.00154329 0.000875661 -0.00198049 -0.000727216 0.00138127 -0.00213705 -0.000607637 -0.000636606 0.000323119 -0.000543811 -0.000385496 -0.000642253 -0.000873357 -2.0066e-05 0.000414731 0.00112586 -0.00155638 -0.000920826
internal_weight=0 80.0519 147.87 60.0103 52.8252 47.921 41.7907 33.3491 20.0416 99.8446 48.0253 24.755 22.3849 14.844 88.1737 45.7588 12.7192 78.9733 6.74427 9.20031 6.12838 42.1865 39.4989 33.763 30.8724 17.3554 14.2804 5.73585 8.44161 8.59408
internal_count=3910 1035 2875 718 622 496 420 335 317 2357 518 264 250 145 2260 497 127 2146 80 114 65 446 409 360 333 138 93 49 85 71
is_linear=0
shrinkage=0.00255788


Tree=80
num_leaves=31
num_cat=0
split_feature=1 12 403 484 52 1213 52 52 133 40 475 14 4 4 4 2 0 158 50 48 2 3 128 3 0 47 454 3 130 1186
split_gain=18.8273 7.2007 5.88658 6.8696 6.62521 5.69567 4.82764 4.45059 4.44052 4.25954 4.14966 4.02061 3.85134 5.24949 4.92539 4.95546 3.90552 3.80652 4.28897 4.2959 5.28046 3.73796 2.61674 2.96252 3.44897 2.57303 2.56964 2.43341 2.39135 2.89128
threshold=0.099115000000000023 -0.071274999999999991 -1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.42035499999999998 -0.42985499999999993 -0.21767499999999998 0.34489500000000001 -0.086424999999999988 0.082295000000000021 -0.040469999999999999 -0.49269499999999994 0.0057500000000000008 0.11680500000000001 -0.070894999999999986 0.11034000000000001 0.11515000000000002 0.11930500000000001 0.11542500000000001 -0.15002999999999997 0.086435000000000012 -0.073369999999999991 -0.06402999999999999 0.089345000000000022 1.0000000180025095e-35 -0.080884999999999985 -1.0000000180025095e-35 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 10 -4 5 -5 -7 -3 -8 -2 -1 12 13 -10 16 25 21 18 19 20 22 -14 23 24 -9 27 -23 -16 29 -15
right_child=1 7 3 4 -6 6 8 17 11 -11 -12 -13 14 28 15 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035836841142199635 0.0025205731761865856 -0.0030128897514413362 -0.0028059860001788525 -0.003023788464815646 -0.0029313196672483529 -0.0025065748859604982 -0.0025939103980917324 0.0007583454275141802 -0.0011724720623094034 -0.0035033140779742187 -0.0027815505160532607 -0.0033091743588878771 0.0051028387210745405 -0.0027660013407178265 -8.375458921302002e-05 -0.0028929847513566014 0.004000223169995089 -0.003328883849390861 -0.0019614214538209956 -0.0013077617860829057 0.0028595743648630076 -0.0021845606706602013 -0.0026102435773188719 -0.00018784126306857046 0.0048948052735034026 -0.00071083495062359257 0.0015364079173093102 0.0033504000404683994 0.0028764500126381544 0.0028685732319668846
leaf_weight=0.89070285111665981 15.618622142821552 3.9486256483942261 16.134102741256356 6.5058062002062789 10.174419270828365 6.7456305231899014 4.8006149865686885 5.2174299955368042 4.7895034626126316 1.0551384910941113 27.108609780669212 2.4611202646046868 0.69249957799911399 1.5544621720910101 2.2737219240516406 2.1871970631182185 1.16232295893134 2.4547087252140036 5.7577983625233164 7.2284277044236651 10.504300475120543 14.42685515061021 2.2403065506368867 12.308693047612911 2.5155415125191203 2.603347670286893 1.7525070123374451 7.364575294777751 12.32795440033077 1.5132600571960209
leaf_count=6 309 126 445 219 267 178 137 48 50 8 874 29 3 42 32 26 18 36 81 66 172 286 25 125 39 26 16 71 127 23
internal_value=0 0.000479369 -0.00140374 -0.00107291 -0.000737379 -0.000432271 -0.000179331 -5.11164e-05 8.27083e-05 0.00213937 -0.00257906 0.000315871 0.000485329 0.00148061 -0.000133529 0.00113008 -0.00114452 0.00019138 0.000380167 0.000717102 0.00116353 -0.00149895 0.000363966 0.00069643 0.00210394 0.00184888 -0.00178151 0.00254027 0.00230597 1.34474e-05
internal_weight=0 68.8496 127.469 99.4699 83.3358 73.1614 66.6556 52.1758 59.9099 16.6738 27.9993 55.1093 52.6482 20.1852 32.463 14.4288 18.0342 48.2272 45.7725 40.0147 32.7863 16.8719 22.282 20.0417 7.73297 12.2416 16.1794 9.6383 15.3957 3.06772
internal_count=3910 1035 2875 1995 1550 1283 1064 718 886 317 880 749 720 242 478 155 323 592 556 475 409 305 237 212 87 129 302 103 192 65
is_linear=0
shrinkage=0.00290172


Tree=81
num_leaves=31
num_cat=0
split_feature=12 16 1 13 48 160 14 47 15 160 160 15 47 13 48 52 133 133 42 48 12 52 16 3 147 3 0 133 42 159
split_gain=16.3591 7.10497 6.26212 5.70888 4.27246 4.94442 4.02479 3.92245 3.67224 3.5225 4.75306 3.24388 4.36163 3.15179 3.0802 2.63481 2.48586 2.68916 2.36616 2.36328 2.40262 2.30189 2.10625 2.02309 2.50607 1.99849 1.90899 4.66912 3.18288 2.15048
threshold=0.051320000000000005 -0.17157499999999998 0.092385000000000009 -0.0024749999999999993 0.08346000000000002 0.069910000000000014 0.019255000000000005 0.084155000000000021 -0.07142999999999998 0.098455000000000015 -1.0000000180025095e-35 0.035895000000000003 0.096475000000000019 -0.094679999999999986 0.10417000000000001 -0.090304999999999983 -1.0000000180025095e-35 0.092000000000000012 0.078965000000000021 0.09227500000000001 0.10129000000000001 0.14114500000000005 0.67964000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088024999999999978 -0.077944999999999987 0.092550000000000007 0.085465000000000013 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 6 13 8 7 -4 -6 10 -2 12 23 18 -9 -7 -12 19 -3 20 -18 -14 25 -5 -25 26 -15 28 29 -28
right_child=1 4 3 11 5 15 -8 14 -10 -11 16 -13 21 22 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00080901151950822691 -0.0024721658579939828 0.00082567197503044564 0.00294664520832668 0.0028755301422101159 -0.0026326475084939732 -0.00088025488032475376 -0.0033524620294506204 -0.0011991787887495006 0.0008298914280953604 -0.0033740265641535655 -0.00094494123843311465 -0.0022430459408262684 -0.0025528437311959393 -0.0024744077617164474 0.003067567581108396 0.0037126004675688998 0.0047642621984204441 -0.0010294495074857711 -0.0021039348152190407 7.7161889694277725e-05 0.0014965681669234718 0.0010825545586936145 0.0018445923532614543 -2.9444338828825292e-05 0.0032699046688593144 -0.002740721048586049 -0.0032080322357215712 0.0053750634999849001 0.0016402237901402177 0.00039036945872250909
leaf_weight=26.731610445305705 3.7666308283805909 4.9588610716164094 15.963626744225627 4.4686284586787304 7.2399260699748984 1.5575146507471798 1.1121711246669281 4.0156834386289111 3.7895058281719676 2.2185883000493041 3.7694028057158091 4.3456438668072215 4.7797631919383994 11.198930002748968 2.0888004638254642 2.9089694656431666 3.7831512652337462 2.3754667192697516 4.0820485856384039 2.7256965637207031 3.5347161367535591 2.0090481676161289 0.98124134726822276 9.4474436659365875 2.3309352174401292 39.913331223651774 5.3215580508112801 0.9140310715883978 2.1781071648001671 1.8066827133297918
leaf_count=320 79 31 348 74 218 23 11 34 59 35 47 41 46 379 37 28 28 25 109 19 42 18 21 84 38 1502 146 22 22 24
internal_value=0 -0.00140733 0.000306564 0.00089636 -0.00177492 -0.000418592 0.00193711 0.00220368 -0.00144298 3.24524e-05 0.000411182 1.52978e-05 0.000441328 -0.00206947 0.000260794 0.00211102 0.00108206 0.0016973 -0.000497071 0.00234222 0.00318588 -0.001477 -0.00229761 0.0012429 0.000623495 -0.00236388 -0.00166166 -0.000771096 -0.00137475 -0.002296
internal_weight=0 109.024 77.2934 50.5617 86.8507 15.4959 23.1803 22.0681 11.0294 22.1737 19.9551 27.3815 23.0358 71.3548 6.10448 4.46648 16.1884 12.419 9.04091 10.0436 7.31787 6.78881 62.3139 16.247 11.7784 61.3326 21.4193 10.2204 9.30635 7.12824
internal_count=3910 2859 1051 731 2584 328 430 419 277 275 240 301 260 2256 71 51 161 114 140 89 70 64 2116 196 122 2095 593 214 192 170
is_linear=0
shrinkage=0.00284978


Tree=82
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 1 13 52 0 151 50 3 52 0 3 1429 15 457 0 12 49 4 50 48 1 42 1 4 160 2
split_gain=32.6398 19.457 8.73741 6.32776 5.66896 5.37477 6.34767 6.45704 5.09862 4.22927 3.94248 3.2512 3.19818 3.37504 3.08038 2.86198 2.74566 2.68889 2.48525 3.37358 2.47967 2.97931 2.23494 2.17351 2.07168 2.00336 1.95831 1.77627 2.59835 1.61341
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 0.085990000000000011 -0.00059999999999999995 -0.0093349999999999978 -0.068039999999999975 -0.051109999999999996 0.11901000000000002 -0.100615 -0.12272499999999999 -0.060094999999999989 -0.086589999999999986 0.084965000000000013 -0.038029999999999987 -0.068264999999999978 -0.11287999999999999 0.087305000000000008 -0.07107999999999999 -0.15534499999999998 0.083215000000000011 0.081315000000000012 0.10305000000000002 0.15788000000000005 0.080320000000000016 -1.0000000180025095e-35 0.088785000000000017 0.10274500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 14 16 7 -7 23 29 17 12 -6 15 -3 24 -1 -4 19 -13 -11 -22 26 -9 -14 -20 -18 -23 -29 -8
right_child=2 3 10 -5 11 6 9 8 -10 20 -12 18 13 -15 -16 -17 22 -19 25 -21 21 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0018864720346940301 -0.0022402980452234851 -0.0010278256116775151 -0.00050187739063480919 0.00067740497474126735 -0.0020227088288774647 0.0019842469551023109 0.00035682967417682837 -0.0021112355161457988 0.0022305450348984396 -0.0020154559253393383 -0.00098695165188841978 0.0014572037624540595 -0.0018145685366571245 0.00073361878782697055 0.0018941751231070674 0.0018469816183602618 0.00037841714119641999 0.0019400992316402758 -0.001821124746487521 -0.0018808930997179943 -0.0016748597249038456 0.0015484869293743919 -0.0023553522905601612 0.00030232214883870519 0.00090380542361214009 0.00082392812351610688 -0.0016569143359298926 -0.00083339030958884646 0.0013461014025342272 0.0023590843645269256
leaf_weight=7.6910123117268112 2.6507984250783911 2.817187886685133 1.9582222066819728 5.9129853621125212 7.1742333490401533 13.215192355215551 4.8092208504676845 3.9234875217080116 2.4454605840146524 4.7583588473498883 2.2641522213816634 2.2987652085721484 8.5696182698011416 6.3976280726492378 3.0211228653788558 1.1880940310657031 9.1707663722336275 26.187076769769192 89.637464538216591 2.614928986877203 5.3457717299461445 2.7145806476473888 1.9822657704353321 2.4485303089022636 1.3053675740957249 1.1721606403589238 2.4126643463969222 8.4112160988151832 2.9980570673942557 2.4568985961377621
leaf_count=117 20 24 18 33 141 177 34 24 33 37 18 20 160 44 22 9 69 370 2221 32 60 23 23 23 9 17 30 67 14 21
internal_value=0 -0.00089118 0.00125981 -0.00135498 -0.0014502 -7.18539e-05 0.000267745 0.00109536 -0.000236854 -0.00031124 0.00156491 -0.00154404 -0.000892794 -0.000428537 0.000484208 -0.0011006 -0.000927002 0.0017702 -0.00171164 -0.000319237 -0.000714642 -0.000396724 -0.000383035 -0.00118379 -0.00145523 -0.00178698 -4.55135e-05 8.70411e-05 -0.000260677 0.00103385
internal_weight=0 206.893 33.0602 132.11 126.197 74.7835 53.5268 22.0327 8.81748 31.4941 30.4095 120.358 24.6349 17.4607 5.83831 11.0631 21.2567 28.1453 95.7233 4.91369 24.228 19.4696 13.5657 6.37202 9.87499 90.8096 11.5834 14.1239 11.4093 7.26612
internal_count=3910 3484 426 2732 2699 752 513 257 80 256 406 2653 363 222 46 178 239 388 2290 52 201 164 122 47 169 2238 99 104 81 55
is_linear=0
shrinkage=0.00201014


Tree=83
num_leaves=31
num_cat=0
split_feature=1 12 403 484 52 1213 52 2 38 133 475 14 156 4 4 4 2 133 0 3 158 159 453 160 16 12 16 12 1375 454
split_gain=15.6753 5.87236 5.39509 6.26258 5.81367 5.07863 4.13452 4.12141 3.84805 3.76464 3.62046 3.50195 3.46934 3.21492 4.43041 3.8139 4.00296 3.11443 3.10359 3.08223 2.94898 3.35768 3.0827 3.01347 3.00604 3.2192 3.09175 2.32915 2.26051 2.22669
threshold=0.099115000000000023 -0.071274999999999991 -1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.42035499999999998 0.14808000000000002 0.10657000000000001 -0.21767499999999998 -0.086424999999999988 0.082295000000000021 0.11896500000000002 -0.040469999999999999 -0.49269499999999994 0.0057500000000000008 0.11680500000000001 -0.26719999999999994 -0.070894999999999986 -0.15002999999999997 0.11034000000000001 0.086140000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.0072950000000000003 0.092720000000000011 -0.23935499999999996 0.10444500000000002 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 -4 5 -5 -7 12 -2 -8 -1 13 17 14 -11 18 -17 -3 19 -15 21 22 23 -19 25 28 27 -27 -25 -21
right_child=1 7 3 4 -6 6 9 -9 -10 11 -12 -13 -14 15 -16 16 -18 20 -20 29 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0036381090307840277 0.002952807161394645 -0.0036869054672359672 -0.0029521284036487451 -0.0032414801483336289 -0.0030842004031663242 -0.0025933992501377514 -0.0027100191948310455 0.0027117181386823808 -0.0011752747433821287 -0.0011741802657680032 -0.0029296917400719203 -0.0035139453034547584 -0.0036938164380693962 0.0051619506049763418 0.0022912625232418592 0.0017462226712580289 -0.0029457664415083133 -0.0017440815329487795 0.0039523814195532511 -0.0022074973341824951 -0.003593062384711711 0.0030271983181045167 -0.0035131100783303971 -0.00059869194585132103 -0.00092407384678356924 -0.0015322097184435311 -0.0037663074406956345 0.0028514564153976859 0.0031494619041822058 0.0015367385993522288
leaf_weight=0.84790356457233684 12.312287949025629 2.2261927444487801 14.552685199305413 5.6938809957355252 8.9925564825534803 6.1660011112689963 4.3100841026753178 4.8593840003013602 2.6840404644608489 4.7153215035796192 24.08827793225646 2.2217671293765298 2.7856058385223141 0.65195098519324801 15.223205234855405 12.113710669800637 2.0789930690079919 6.0024323165416744 1.0936247035861182 13.415712943300603 1.9909057244658459 3.9636633675545445 2.2885881979018441 1.9072025343775827 7.5672468524426213 2.030028909444809 1.8039941787719715 2.8342324011027813 8.8880588486790622 1.7524724602699269
leaf_count=6 288 29 445 219 267 178 137 82 29 50 874 29 75 3 192 129 26 79 18 286 33 72 22 15 124 17 24 31 115 16
internal_value=0 0.00050282 -0.00141606 -0.00107002 -0.000720796 -0.000414718 -0.000162215 -1.92991e-05 0.00221396 9.81446e-05 -0.00270637 0.000325367 -0.000318952 0.000492476 0.00147171 -0.00013519 0.00105892 -9.24344e-05 -0.0011372 -0.00148903 0.000111301 0.0003091 -1.42204e-05 0.00024381 0.000720511 0.00143314 -0.000273405 0.001022 0.00248727 -0.0017749
internal_weight=0 64.1439 117.918 92.982 78.4293 69.4367 63.7428 49.1475 14.9963 57.5768 24.9362 53.2668 44.2882 51.045 19.9385 31.1065 14.1927 41.5025 16.9138 15.8201 39.2764 37.2854 33.3218 31.0332 25.0308 17.4635 6.66826 4.86426 10.7953 15.1682
internal_count=3910 1035 2875 1995 1550 1283 1064 718 317 886 880 749 636 720 242 478 155 561 323 305 532 499 427 405 326 202 72 48 130 302
is_linear=0
shrinkage=0.00312391


Tree=84
num_leaves=31
num_cat=0
split_feature=1 52 12 47 13 49 52 15 48 49 51 50 4 150 0 159 133 150 52 2 475 159 4 3 42 2 12 151 0 15
split_gain=31.8124 8.20449 8.17654 6.9101 4.89485 4.85638 4.71445 4.74078 3.45175 3.38767 3.32118 3.33055 3.01268 5.53063 2.93479 2.71443 2.97333 4.06307 2.40049 3.30823 2.38779 2.21293 2.17267 2.07651 2.32816 1.97062 1.90004 2.48501 1.86701 1.94955
threshold=0.10113500000000002 -0.42985499999999993 0.080120000000000011 0.08801500000000001 -0.09547499999999999 -0.081629999999999994 0.12539500000000003 0.035895000000000003 0.12862000000000004 -0.14750499999999997 -0.097124999999999989 0.083475000000000008 -1.0000000180025095e-35 0.090965000000000004 -0.037619999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11588000000000002 0.099990000000000009 -0.081364999999999979 -0.094429999999999986 0.074650000000000008 -0.11266 0.085465000000000013 0.084290000000000018 0.091405000000000014 -0.081709999999999991 -0.14136999999999997 -0.091274999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 6 18 26 7 8 20 -9 -1 12 25 -14 15 -5 -17 -18 19 28 -3 -8 -19 24 -7 -12 27 -6 -4 -30
right_child=1 3 4 14 5 23 21 9 -10 -11 11 -13 13 -15 -16 16 17 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001840116736055182 -0.0021776300261308569 -0.00088635731041765756 -0.0023713295435083695 -0.002273725885527102 0.0013945982201152396 -0.0013839682868496046 0.00089704129053353528 0.0013917756921894781 -0.00094490981369493735 -0.0012558355057882395 0.0020437423176778245 -0.0019822366648888875 -0.0012233328175459436 0.0014055455585835713 0.0017966505068116149 -0.0022754476614073108 -0.0022611653242914777 -0.00050582214582967403 -0.0020377053300201287 0.0016064779459620811 0.0020094876292112403 -0.0013966044481444782 0.001543150747799447 -0.0018794379846422283 0.0011122456643726999 0.00032633590724398786 0.0012167624019887688 -0.0018787474356702619 -0.0023665734827987236 0.00021227957626735998
leaf_weight=5.5665218308567992 4.4230666626244775 1.2757128700613964 2.1590236146002999 3.330736752599484 1.4413261748850343 7.4871637374162656 3.226977713406086 3.9601422920823097 1.9479990303516377 4.3892551772296411 3.6305067278444794 3.7644469216465941 13.085085965692999 4.6804708689451209 2.5492939092218867 2.4580438360571923 2.2842439338564917 3.4589976482093192 3.2483962904661885 3.7892691753804675 31.853265725076199 4.1326320059597483 6.2710664793848991 70.258729241788387 2.0503098666667938 13.888116378337143 3.1117124408483505 3.2560551613569251 1.5188218690454949 7.4913709051907089
leaf_count=94 115 12 39 54 9 113 39 36 12 38 37 42 142 31 24 20 23 41 54 23 485 38 50 2026 19 113 24 48 23 86
internal_value=0 0.000565162 -0.00108549 0.000735696 -0.0013997 -0.00160321 0.00114519 0.00140552 0.0017401 -6.61983e-08 -0.000340285 -0.000126479 7.15111e-05 -0.000530735 -0.00028614 -0.000584383 -0.000195589 0.000229935 -0.000420489 -6.9293e-05 0.00189798 -0.000390907 0.000814749 -0.00175608 -0.000847347 0.000682246 -4.11084e-05 -0.000874367 -0.000637815 -0.00022243
internal_weight=0 75.5614 150.427 71.1384 105.812 87.6053 50.786 43.4264 35.077 8.3494 44.6151 39.0486 35.2842 17.7656 20.3524 17.8031 14.4724 12.0143 18.2069 14.9585 33.129 7.35961 9.73006 79.7962 9.53747 17.5186 7.80909 4.69738 11.1692 9.01019
internal_count=3910 987 2923 872 2464 2239 660 583 509 74 459 365 323 173 212 188 134 114 225 171 497 77 91 2158 132 150 81 57 148 109
is_linear=0
shrinkage=0.00207552


Tree=85
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 13 49 124 15 48 3 123 16 12 16 12 52 2 48 160 2 42 0 3 42 0 1 12 43
split_gain=33.3458 8.83279 8.64647 6.19027 5.67825 7.12221 5.21718 4.45532 4.33884 3.48723 3.99332 3.39954 3.21588 3.0304 3.27681 2.86383 2.51338 2.46381 3.49537 2.45374 2.36875 3.33979 2.31748 2.29648 2.24461 2.16226 2.10333 1.94084 1.8422 1.83951
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.096475000000000019 0.11551000000000002 -0.09547499999999999 -0.081629999999999994 -0.50873999999999986 0.035895000000000003 0.12862000000000004 -0.15121499999999996 1.0000000180025095e-35 0.081265000000000018 -0.0089849999999999982 -0.013279999999999998 0.085185000000000025 0.11588000000000002 0.099990000000000009 0.085090000000000013 -0.079234999999999986 0.11462500000000002 -0.055344999999999998 -0.037619999999999994 -0.11266 0.085465000000000013 -0.14136999999999997 0.085110000000000005 0.084235000000000018 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 11 -3 5 9 17 16 -2 10 20 -1 13 14 -13 27 -8 18 26 -18 21 -5 -22 29 25 -9 -4 -16 -28 -6
right_child=1 3 6 4 23 -7 7 24 -10 -11 -12 12 -14 -15 15 -17 19 -19 -20 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0012519937148182687 -0.0018854417997978658 -0.002289821435949893 -0.0025369745025694609 -0.001125589374167089 0.00022271100705816116 -0.0024742844768079193 -0.002462637881001289 -0.0014282630630823036 0.0020492598913435531 -0.00013793106314314167 -0.0012661336205372447 -0.0021479520232675809 0.00054358575986808867 -0.0023060512647716169 -0.0018715343508296585 0.0012528842638302139 -0.00087927817880713191 -0.0021610762450575685 0.0016879782166834523 0.0018194115543901442 4.3028087069117435e-05 0.0025073093207666551 0.002361803992235058 0.001426391107078996 -0.0019951830319548886 0.0010238381309038804 0.0015897168850822487 -0.00019011939479550942 -0.00074133010962905269 -0.0016081825151649564
leaf_weight=5.3195934593677512 1.4291379489004636 4.6433793790638438 2.3522440176457158 2.8963599018752602 3.5666102990508071 2.9334800615906707 1.7922679148614387 7.9594103284180147 19.391141146421432 8.6522130705416185 2.3285570442676535 5.2092295996844795 9.1379078365862352 6.0866527482867232 4.5093628615140942 4.8443950079381493 3.2312634885311127 3.3499563783407202 3.8946899548172942 3.1699639447033405 2.3356969803571763 2.0543018393218517 16.567778456956148 1.9351563081145275 74.609568908810616 2.1745511963963509 2.0579324625432509 11.772570930421351 7.400622621178627 9.6791634410619718
leaf_count=38 11 114 39 26 44 37 25 113 298 69 14 71 90 92 57 36 35 54 23 21 23 27 215 13 2026 19 19 75 90 96
internal_value=0 0.000562665 -0.00117417 0.000122886 0.000334467 0.00078693 -0.00150311 -0.0017161 0.00177918 0.00106156 0.00145794 -0.000388358 -0.000598319 -0.000920155 -0.000599848 -0.000218124 -0.000181536 -0.000464314 -0.000102398 0.000457145 0.00172385 0.0003819 0.0020753 -0.000791206 -0.00186447 -0.00090209 -0.000692786 -0.000655796 -0.000234156 -0.00111519
internal_weight=0 78.413 158.872 57.5927 52.9493 37.7684 111.992 92.937 20.8203 34.8349 26.1827 46.8797 41.5601 32.4222 26.3356 21.1263 8.1935 19.0554 15.7055 6.40123 23.8541 4.95066 18.9035 15.1809 84.7435 10.134 11.8108 16.2819 9.45856 13.2458
internal_count=3910 987 2923 678 564 411 2464 2239 309 374 305 459 421 331 239 168 81 225 171 56 291 53 238 153 2158 132 148 132 109 140
is_linear=0
shrinkage=0.00217932


Tree=86
num_leaves=31
num_cat=0
split_feature=4 12 151 13 49 160 11 128 43 52 3 52 52 160 50 0 0 1 133 47 43 13 130 1186 52 39 52 151 49 160
split_gain=15.8689 10.2544 5.01862 4.23196 4.99134 3.81707 3.59422 3.33141 3.51603 3.25804 2.95098 2.93242 2.84362 3.45913 2.6621 2.62592 3.19715 3.08792 3.29519 2.43888 2.05745 2.77256 2.33936 5.50621 1.90501 1.90364 1.77699 1.66937 1.97428 2.06144
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 -0.072894999999999988 -1.0000000180025095e-35 0.077165000000000025 0.084980000000000014 -0.049504999999999987 0.11588000000000002 0.30601500000000009 -0.087604999999999988 -0.016329999999999997 -1.0000000180025095e-35 0.11901000000000002 -0.084304999999999977 -0.10071499999999999 0.083370000000000014 0.084285000000000013 0.096475000000000019 -0.17307499999999998 0.16421000000000002 -0.081969999999999987 0.085080000000000003 -0.26295999999999992 0.085060000000000011 -0.0093349999999999978 -0.086769999999999986 -0.073619999999999977 -0.23073999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 6 5 -5 9 8 12 15 11 -10 24 -14 19 16 17 18 -3 -4 21 -6 23 -22 -1 -15 -12 -13 -29 -30
right_child=2 3 14 4 20 -7 -8 -9 10 -11 26 27 13 25 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00098916295774427909 -0.0027955563167328789 -0.0028194208578259466 0.0027123562709797391 -0.0030869342907765122 0.0014924633841901104 0.00087033483477637146 -0.0030774647339770647 -0.0034086167692063971 -0.0021558464045069343 -0.0027132836363170502 0.0031352007466334221 0.0015786056033609791 -0.0032011273923602647 -0.00049932241786927094 -0.0012707412981087932 0.0026465199750415839 -0.0030665539481631683 0.0033126814345131729 0.0021897997238527083 0.00031066481267458165 -0.0029590683634154722 -0.0020599839846637204 -0.0024130306963974285 0.0063994802408215024 0.0026535992699562331 0.003025389882502524 -0.00021169948349956732 -0.0025414993225970194 -0.0031029653161678372 0.00012583065756626582
leaf_weight=1.341140981763602 2.0183101817965534 2.3996283058077088 15.745382139459258 2.5711940471082917 2.8271972052752963 8.3584202006459218 3.2355416528880587 2.2948666382580987 8.2314609140157682 2.5782704539597026 2.8372965846210718 3.6128358207643023 2.1594219040125608 2.7203519940376273 1.9661175273358811 4.1565584018826511 2.1922977566719046 2.6020436342805624 1.896773027256131 4.3541501984000197 1.3323590774089091 4.7500017490237951 57.944470681250095 0.81887332908809174 8.4859051369130611 2.2655348069965839 2.3311431221663943 3.2721315473318127 1.7499727047979892 18.031585168093443
leaf_count=10 20 39 348 54 46 84 65 30 127 50 52 28 18 23 18 27 56 20 13 40 42 115 2139 9 151 29 28 31 30 168
internal_value=0 -0.000984633 0.00149141 -0.00155042 -0.00184157 -6.06136e-05 -0.000349796 -5.33484e-05 8.16456e-05 0.000207877 -0.000377319 -0.000673959 0.00116512 -0.000198283 0.00188353 0.000776411 -7.86588e-05 0.000870882 -0.000607953 0.00219208 -0.0021292 -0.000734498 -0.00230506 0.000603292 0.00215646 0.00110227 0.00162563 -0.000216528 -0.000497851 -0.000159804
internal_weight=0 156.997 24.084 97.6636 78.6025 10.9296 19.0611 59.3336 57.0388 15.8256 40.0664 34.898 16.9724 7.14531 22.0656 13.2473 9.09074 6.89844 4.2964 20.0995 67.6729 7.5772 60.0957 2.15123 9.82705 4.98589 5.16844 26.6665 23.0537 19.7816
internal_count=3910 3484 426 2759 2489 138 270 725 695 205 464 384 231 70 406 155 128 72 52 388 2351 161 2190 51 161 52 80 257 229 198
is_linear=0
shrinkage=0.00284026


Tree=87
num_leaves=31
num_cat=0
split_feature=1 123 3 15 0 11 15 150 13 49 15 133 156 0 484 1374 149 1456 133 15 13 49 13 51 1 52 15 43 13 130
split_gain=22.5192 7.41366 5.70628 5.38303 5.36365 4.4971 5.02252 4.38306 4.17137 4.11559 3.63634 3.45393 3.08882 3.68744 3.36103 2.76964 3.08213 2.58833 2.50735 2.51611 2.91905 2.45783 2.18238 1.81559 2.83913 2.09627 1.93495 1.80275 2.80197 2.01849
threshold=0.10420500000000001 1.0000000180025095e-35 -0.115685 -0.24219999999999997 -0.10071499999999999 0.08184000000000001 0.035895000000000003 0.075065000000000007 -0.14819499999999997 -0.085974999999999982 -0.10312999999999999 -0.0023199999999999996 0.096585000000000018 -0.037619999999999994 -1.0000000180025095e-35 0.087855000000000016 0.089830000000000007 0.091465000000000005 -1.0000000180025095e-35 -0.19153499999999998 -0.092039999999999983 -0.47013499999999991 0.17936000000000002 0.08955500000000001 0.085990000000000011 -0.077699999999999977 -1.0000000180025095e-35 -0.17307499999999998 0.16421000000000002 -0.081624999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 9 6 22 12 -6 -4 -11 -3 13 14 -5 16 -9 -2 -16 -20 -21 -10 -1 24 25 -12 -27 28 -23 -29
right_child=3 11 4 7 8 -7 -8 15 21 10 23 -13 -14 -15 18 -17 -18 -19 19 20 -22 27 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.001839745480665308 0.002118148976236254 -0.0021739228809218216 -0.0027913443195624319 -0.0026439584766548238 0.00043504411624889489 -0.002273816188832932 -0.0017672799834931234 0.0022501205786171368 0.001552473030371384 -0.0014725865269877747 0.0023650978445368576 0.0016453041558001113 -0.0028977396646401778 0.0018285402073268033 -0.0019259400083086521 -0.0021179015271055816 -0.001857439729134395 -0.0017186278075984342 -0.002162897369634331 0.002474841816273186 -6.6924875561167051e-06 0.0016080086880980514 -0.00081627158105311668 -0.0010583245989895136 0.0023906183167327019 -0.0027906452402796105 0.00044608061803002739 -0.00023191971887504378 -0.0020624953973486931 -0.0022588813758635151
leaf_weight=9.6197431832552009 15.453893106430771 1.8009709976613519 4.4851080663502243 3.767611604183922 4.5864116065204135 4.7617615927010766 4.5131870713084927 10.268207486718891 1.1826522722840298 8.6349685881286895 1.594520371407272 7.8702611662447435 2.6149236392229787 5.1773960590362575 3.7242293749004736 1.2379745170474041 1.2705752030014981 1.1707154624164093 2.1648508235812285 4.1401148959994414 10.070670969784226 2.0568451266735783 2.3906348384916773 3.3269988447427759 5.1880878079682589 1.9980237632989899 2.6718897707760245 3.1835880633443585 3.4403608068823814 67.796971961855888
leaf_count=75 282 29 53 57 26 95 81 160 7 127 16 90 57 67 37 13 14 12 19 44 118 28 31 27 34 32 27 60 80 2112
internal_value=0 -0.00116815 -0.00132284 0.000640283 -0.00155073 -0.000143618 0.000470262 0.000188467 -0.00187047 -0.000608117 -0.000189914 0.00093409 -0.000307897 -7.47324e-05 -0.000487595 0.00141842 0.00179782 0.00184796 -8.33966e-05 0.000335644 0.000716268 -0.00200663 0.00131107 0.00055949 0.00102947 -9.78062e-05 -0.000938753 -0.00206167 -0.000689133 -0.00216797
internal_weight=0 141.103 131.432 61.0612 110.146 21.2853 16.5236 44.4366 82.2468 27.8996 23.4145 9.67123 31.6598 29.0449 23.8675 12.7768 11.5388 16.6246 20.0999 16.3756 14.2108 77.6604 12.0104 14.7795 11.4525 6.26443 4.66991 76.4778 5.49721 70.9806
internal_count=3910 3030 2911 880 2629 282 187 586 2313 316 263 119 399 342 275 187 174 294 218 181 162 2287 106 136 109 75 59 2280 108 2172
is_linear=0
shrinkage=0.00248786


Tree=88
num_leaves=31
num_cat=0
split_feature=1 52 12 47 15 0 50 48 3 4 42 43 4 159 50 1 150 13 12 43 48 4 0 4 52 15 15 124 0 1
split_gain=39.1909 10.6668 9.85203 7.5775 6.39578 5.62535 4.67293 4.52883 4.22623 3.87209 3.64678 3.75997 4.72495 3.39987 3.41622 3.18568 3.47891 3.00953 3.1804 2.93487 2.90814 2.86973 2.67522 2.44818 2.35739 2.29986 2.22167 2.10249 2.15886 2.07212
threshold=0.099115000000000023 -0.42985499999999993 0.080120000000000011 0.08801500000000001 0.05377500000000001 -0.060094999999999989 0.11843500000000001 0.12862000000000004 -0.15121499999999996 0.22584000000000001 0.095185000000000006 -0.18906999999999999 -0.51381999999999983 -1.0000000180025095e-35 0.08920500000000002 0.085990000000000011 1.0000000180025095e-35 -0.37340499999999993 0.092365000000000017 -0.073139999999999983 0.15560000000000004 0.15045000000000003 -0.13027499999999997 0.0057500000000000008 0.12539500000000003 0.15086500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13506999999999997 0.11649500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 6 21 7 24 -1 20 11 -7 -13 -5 19 26 -17 -14 -19 -15 -6 25 -21 -18 -3 -4 -10 -28 -29 -26
right_child=1 3 5 13 9 10 -8 -9 15 -11 -12 12 17 14 -16 16 23 18 -20 22 -22 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=0.0018483250144873662 -0.0027591367261373635 0.0025477405458244713 -0.0022911984050102288 -0.0023624677810198651 -0.0022135069664512663 0.0038785988229575212 -0.0012601110746540873 -0.0014895081522211214 -0.0023733676881559141 0.0027166983489873954 -0.0028331070203776784 -0.0033193029378499471 0.0033955125194378103 0.0013849381825353946 0.0026353729100845303 -0.00082258393842345233 0.00010551426537154282 0.0015400738329272631 -0.001951206696449048 3.1288608470527845e-05 0.0014763898926650379 -0.00070832997449158839 -0.002747738692406747 0.0029657858410233116 -0.00099705327984538593 0.0011401933183807613 0.0017829562082157936 0.00046638085716487241 -0.0026231260079255113 0.0026165219634391172
leaf_weight=5.1676487624645224 5.3987481147050849 37.987208046019077 82.853288974612951 4.260070342570546 5.6548684798181039 1.637283448129893 2.9355855211615554 2.2264880090951911 9.2889682613313216 2.1454647704958916 3.4957854337990275 2.8007894791662684 2.003315567970275 4.7096664570271995 3.3101834245026103 13.449621476233007 4.7999822869896871 3.5162064395844945 3.6234442964196205 5.6715154424309757 1.9696139022707937 9.3446308076381666 4.0686156824231103 3.5678735300898552 2.5603077039122573 1.3577732443809498 2.0544190257787704 2.7604383490979671 3.5185582786798459 1.8838369958102701
leaf_count=36 127 512 2131 60 59 10 27 14 134 13 69 26 9 48 33 121 38 23 56 44 20 109 34 22 24 9 13 25 44 20
internal_value=0 0.000797877 -0.00141301 0.00103978 0.00154039 -0.00183135 0.00193603 0.00214613 -0.000375482 -0.000386961 -0.000451069 0.000162072 -0.0003474 -0.000264312 0.000238971 -0.000666859 1.12629e-06 0.000562991 -0.000231786 -0.00031 -0.0012603 -0.0020833 -0.00112956 0.00132507 0.0023369 -0.00223587 -0.00149386 -0.000513507 -0.00126488 0.000534712
internal_weight=0 84.7822 155.24 79.3834 57.3634 110.633 47.5934 44.6578 44.6075 9.76995 17.0768 13.581 11.9438 22.0201 17.76 39.4399 21.8175 9.14297 7.13965 14.4498 7.62448 93.5557 9.74013 8.36786 42.4314 84.2111 17.6224 8.33342 6.279 4.44414
internal_count=3910 1035 2875 908 689 2442 597 570 433 92 193 124 114 219 159 397 181 88 79 126 79 2249 78 60 556 2140 216 82 69 44
is_linear=0
shrinkage=0.00261519


Tree=89
num_leaves=31
num_cat=0
split_feature=1 52 12 39 3 47 50 48 3 3 15 3 1 42 484 14 3 150 52 4 157 15 49 50 43 0 38 130 43 158
split_gain=63.0183 16.5004 13.6283 11.6598 10.109 8.00946 8.19823 7.00663 6.528 5.23301 5.19748 4.9708 4.44345 3.88775 4.45404 5.76122 3.5815 3.53743 3.48337 3.25386 2.9255 2.814 2.4869 2.28279 2.2796 2.26801 2.19473 2.17874 5.08161 1.89284
threshold=0.099115000000000023 -0.27466499999999994 0.080120000000000011 0.005105000000000001 0.16699000000000003 0.096475000000000019 0.11551000000000002 0.12862000000000004 0.097615000000000021 -0.15121499999999996 0.085950000000000013 -0.100615 0.085990000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 -0.10315499999999998 1.0000000180025095e-35 0.12897500000000003 0.0057500000000000008 -0.077044999999999988 -1.0000000180025095e-35 -0.23609499999999997 0.083215000000000011 0.088185000000000013 -0.13506999999999997 0.10657000000000001 -0.082634999999999986 0.0016850000000000001 0.088450000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 7 10 11 -1 18 13 21 -4 -15 24 -7 20 29 -19 -14 -11 -13 25 -16 -23 -5 28 -24 -3
right_child=1 3 8 26 -6 16 -8 -9 -10 12 -12 22 17 14 15 -17 -18 19 -20 -21 -22 23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014183091773597096 -0.0017412954085936749 0.0021887174254120513 -0.0021127419289354876 0.0021863536601996682 0.0019773055615751401 0.00081398043370783794 -0.002440251364467867 -0.0021990645969746083 0.00062030015389400697 -0.0020301253048497434 -0.00075360494244939701 7.2094729619902098e-05 0.00071039360719543307 -0.0025193232217500714 0.0014093830147436425 -0.0023119449367849953 -0.001860773709239832 -8.5416447814119713e-05 -0.00024567053569395309 0.0023970967558115735 -0.0012575760546921996 0.0015474390961131921 -0.0023012078105296265 -0.0024805353457029015 -0.00081659014184590998 -0.00082841447559460761 0.00037292709101688733 -0.0020251393738725332 0.0024743246647795231 0.00023148334646228651
leaf_weight=6.0568257197737685 11.22358128428459 17.403454609215274 8.0602334626019019 28.066997937858108 14.481961868703364 2.7278099805116645 3.6921546384692183 2.9803026318550101 5.3521789610385886 11.982932426035406 5.0428066924214354 2.6886267736554137 4.756198786199092 3.3847765363752869 8.4259167164564115 3.2237965464591971 11.465596899390219 5.5632578432559949 3.8101674467325202 3.9914708957076073 11.049618724733593 2.7248391173779964 2.5686128363013259 2.0567773394286633 2.6658049635589114 5.0397808812558633 3.281140409409999 110.73859909176826 1.5866735577583311 2.4856287017464629
leaf_count=36 152 150 128 293 145 17 38 19 25 134 38 16 32 35 61 44 113 38 25 22 89 19 43 20 19 43 23 2056 15 22
internal_value=0 0.000665018 -0.00132859 0.000948002 0.00043513 -1.50755e-05 0.000518619 0.000863001 -0.00165468 -0.000417518 0.00118051 -0.00173963 -0.000653272 -0.000904923 -0.000354916 0.000156839 -0.00134672 -5.61587e-05 0.00159206 0.000951649 -0.000665386 -0.00134777 -0.0019225 -0.000515244 0.000874388 5.34413e-06 0.00199655 -0.00196917 -0.000477697 0.00194411
internal_weight=0 106.662 201.917 95.438 64.0899 49.6079 35.4145 31.7224 148.695 53.2217 28.7421 143.343 47.1649 25.7605 17.7003 14.3155 14.1934 25.3605 23.6993 9.55473 15.8058 21.8043 117.583 9.8214 11.0917 7.76462 31.3481 114.894 4.15529 19.8891
internal_count=3910 1035 2875 883 567 422 292 254 2442 433 235 2417 397 287 159 124 130 181 197 60 121 216 2130 82 80 62 316 2114 58 172
is_linear=0
shrinkage=0.00209804


Tree=90
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 38 13 3 49 160 4 376 50 150 4 157 475 42 48 160 42 1 43 4 1 3 484 0 12
split_gain=49.9538 12.1033 11.0548 8.22315 7.94871 9.27398 5.5683 5.54831 4.35048 4.14116 4.13492 5.15873 3.90665 3.36043 3.30416 4.74964 3.34049 3.80922 3.25907 3.5319 2.89875 2.875 2.62509 3.03284 2.45086 2.24688 2.09872 2.37659 1.94437 1.88653
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.096475000000000019 0.11551000000000002 0.13219500000000003 -0.097529999999999992 -0.15121499999999996 -0.081629999999999994 -0.079234999999999986 0.62104500000000018 0.048695000000000009 0.041865000000000006 0.083205000000000015 0.0057500000000000008 -0.079129999999999992 -0.030974999999999999 -0.091149999999999995 0.12862000000000004 -1.0000000180025095e-35 0.083970000000000017 0.14000500000000002 -0.073139999999999983 -0.048489999999999991 0.092550000000000007 -0.11266 0.079595000000000013 -0.11756999999999999 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 -3 5 10 -2 13 -1 20 11 -5 14 21 16 -16 17 -10 -12 24 -9 28 23 -6 -20 -14 27 -11 -4 -22
right_child=1 3 7 4 22 -7 -8 9 12 26 18 -13 25 -15 15 -17 -18 -19 19 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012881867221258524 0.0021383571579531675 -0.0022971577748116742 -0.0008310347499761319 -0.0014293879607638646 0.00017903955386093826 -0.0025141295550986011 -0.0020046395556683689 -0.002396305907032271 0.0018666353274061815 -0.0015734229861404316 -0.00083901100572284328 0.0023945979155067737 -0.0001835985795602389 -0.0024237023718099932 -0.0010802797498599829 0.0020685277168144777 -0.0016739470666872925 -0.0018336586861099338 0.0003019263233810028 -3.3937952225897895e-05 -0.00071098680756067094 -0.001314195436137046 0.00077842658920481041 -0.0020064720680601014 0.0022644631637728637 0.0021876663084850118 -0.0020362421972479039 0.00080135295130006777 0.0012386543741788403 0.0015366122789210925
leaf_weight=5.8402170762419692 24.156084749847654 5.8823471777141085 3.083360318094492 5.401264112442731 4.3508721292018899 3.4938452653586856 1.6109913662075985 2.6269531846046448 2.9230827838182449 9.2524421997368318 2.5878309756517401 2.3599701002240181 5.0956503599882108 3.6692943572998038 5.754836041480301 3.6411583460867405 23.88607407361269 2.3255838081240681 3.4217617549002197 4.7034204676747313 4.0365017876028997 5.9480918422341338 3.5489678233861914 9.2203237526118755 22.066757850348953 2.9299331381917 95.997786670923233 2.4898020252585402 6.7156637869775313 3.0538699291646481
leaf_count=38 299 114 23 41 44 37 10 39 20 117 18 29 32 54 40 22 254 24 27 32 33 75 23 86 227 29 2054 16 35 18
internal_value=0 0.000622511 -0.00131 0.000139429 0.000373798 0.000858827 0.00187933 -0.00163263 -0.000467198 -0.00180925 0.00114951 -0.000266623 -0.000687401 -0.000564174 -0.000972653 0.000139954 -0.00133147 0.000227106 0.00148481 0.00168399 -0.000460237 -0.000130878 -0.000873749 -0.00130581 0.002001 0.000682089 -0.00193092 -0.00106988 0.000587406 0.000257069
internal_weight=0 92.8044 189.27 67.0374 61.155 44.0349 25.7671 136.874 52.3965 117.457 40.541 7.76123 46.5563 19.4164 38.5307 9.39599 29.1347 5.24867 32.7798 30.1919 9.71732 15.7471 17.1202 13.5712 25.4885 8.02558 107.74 11.7422 9.79902 7.09037
internal_count=3910 987 2923 678 564 411 309 2464 459 2277 374 70 421 187 360 62 298 44 304 286 90 133 153 130 254 61 2187 133 58 51
is_linear=0
shrinkage=0.00215765


Tree=91
num_leaves=31
num_cat=0
split_feature=1 12 12 52 40 0 50 2 48 158 447 2 4 42 43 4 48 160 16 128 0 43 457 43 14 13 12 50 3 376
split_gain=18.4121 6.39253 5.57269 4.39155 4.10003 4.05087 3.46378 4.16284 3.72241 4.21289 3.29366 3.14166 2.81631 2.68056 2.8267 3.40905 2.64815 4.92036 2.86902 2.33151 2.56575 2.41202 2.45614 2.63916 2.3309 2.2253 2.12244 2.0824 1.97116 2.57224
threshold=0.099115000000000023 -0.071274999999999991 0.083325000000000024 -0.42985499999999993 0.34489500000000001 -0.060094999999999989 0.11515000000000002 0.14472000000000004 0.11930500000000001 0.11034000000000001 0.085135000000000016 0.11542500000000001 0.15045000000000003 0.095185000000000006 -0.18906999999999999 -0.51381999999999983 0.085090000000000013 0.084100000000000022 0.24895000000000003 0.086435000000000012 -0.017269999999999997 -0.24333999999999997 0.041935000000000007 -0.069974999999999996 0.077685000000000018 -0.37340499999999993 0.092365000000000017 0.096815000000000012 -0.15464999999999998 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 -3 -2 12 7 8 9 11 24 19 16 14 -7 -16 -4 18 -18 20 21 -5 23 -23 27 -17 -27 28 -1 -30
right_child=1 3 5 6 -6 13 -8 -9 -10 -11 -12 -13 -14 -15 15 25 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0018162684807475472 0.0026881283300654465 -0.0031835523783641782 -0.0027481572585971565 -0.0026537818111396407 -0.0036865717143528829 0.0040174812906846403 -0.0019740045973758681 0.0034042981898950355 -0.0019225878366108669 -0.0034879949596887676 0.0033038635373780489 0.0028607863568874854 -0.00049764180729786934 -0.0032717473865086443 -0.0039069525632330019 0.0035791809280820782 -0.0032369614791850532 0.0024087762918343263 0.0025453157805110649 -0.0026368804109753851 0.0035358472393013565 0.0028582097514458196 0.0032941750627067646 -0.00064434833797855637 -0.0033751667709419468 0.0013737944445433858 -0.0021648459001542765 -0.0034276867685611588 -0.00094687223840652106 0.0014609317023186717
leaf_weight=3.6316633392125324 15.012596298009159 3.665106523782014 48.116772511973977 2.2164761126041563 1.0170933455228794 1.5847637094557274 5.5239224936813107 4.5055406279861918 6.072427373379468 2.098370010033249 2.0258275084197512 6.708549913018941 7.8872079700231543 2.5553421881049863 2.0768793784081909 1.7446862012147875 5.7197424229234439 2.8453713282942772 0.94382282905280579 2.0827029701322308 2.7467875294387403 2.6271703280508651 2.9425654970109472 8.950953934341646 2.8796098548918954 3.3139921315014389 3.0945123843848705 2.1722294334322205 26.958916187286384 4.9594154618680468
leaf_count=28 309 126 1814 16 8 10 81 78 53 35 21 108 107 69 23 8 187 33 27 25 45 30 34 87 51 23 56 33 336 49
internal_value=0 0.000594573 -0.00141688 5.45842e-05 0.00228365 -0.00189559 0.000309947 0.000618028 0.000273582 0.000712651 -0.000519781 0.00102439 -0.00221965 -0.000418213 0.000198957 -0.00039258 -0.00245534 -0.000973652 -0.00241796 0.00045316 0.000783464 0.000331762 0.000787483 0.000150411 -0.000710561 0.000502644 -0.00033493 -0.000507153 -0.000328698 -0.000572752
internal_weight=0 66.1703 122.511 50.1406 16.0297 79.8831 46.4755 40.9515 36.446 30.3736 42.6277 28.2752 65.5129 14.3702 11.8148 10.2301 57.6257 9.50894 6.66357 21.5667 19.484 16.7372 14.5207 11.5781 40.6018 8.15319 6.4085 37.7222 35.55 31.9183
internal_count=3910 1035 2875 718 317 2357 592 511 433 380 518 345 2168 189 120 110 2061 247 214 237 212 167 151 117 497 87 79 446 413 385
is_linear=0
shrinkage=0.00307264


Tree=92
num_leaves=31
num_cat=0
split_feature=1 150 4 150 484 403 15 151 475 0 15 15 1213 11 43 13 4 150 52 2 1 1 1429 52 156 0 484 133 1 1374
split_gain=15.9409 6.07078 4.84862 4.97728 4.54549 5.91392 4.17856 3.86595 3.81079 3.54846 3.40662 4.32973 4.03833 4.15227 3.42749 4.7015 4.4951 3.26616 3.12911 4.32809 2.98386 2.96211 2.95364 2.95287 2.67323 3.20098 3.00907 2.62112 2.46027 2.31202
threshold=0.10420500000000001 0.083205000000000015 0.0057500000000000008 0.086025000000000018 -0.0043499999999999988 -1.0000000180025095e-35 -0.24219999999999997 0.087190000000000017 -0.086424999999999988 -0.069414999999999991 0.10043500000000001 -0.038029999999999987 -1.0000000180025095e-35 0.08184000000000001 -0.15648499999999999 0.16421000000000002 -0.51381999999999983 0.075065000000000007 0.11588000000000002 0.087995000000000004 0.085990000000000011 0.091845000000000024 0.084710000000000021 -0.11271999999999999 0.096585000000000018 -0.037619999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11774500000000002 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 20 -1 8 28 10 -6 -5 11 21 -13 14 15 -14 -16 24 19 22 -3 -7 -18 -21 25 26 -8 -28 -2 -19
right_child=6 2 -4 9 5 7 17 -9 -10 -11 -12 12 13 -15 16 -17 18 29 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0031239598418066655 0.00027444650260945289 -0.000981718372126764 0.0024259010682988096 -0.0028847668109088388 0.0035586584079254752 -0.0026474753885779175 -0.0032124881839125886 0.0033697051240037272 -0.0029908169344998394 0.0032138630633311532 -0.0030005302941806789 -0.0031393987284451825 0.006639202999454424 -0.0034208277793701639 -0.0039687498144302695 0.00014363042227221283 -0.0011436021369341739 0.0020422779938058118 -0.0028897353368609671 -0.00073116333613856832 0.0036718173609791532 -1.1541734234216785e-05 0.0037385713251098995 0.0027970979357615435 -0.0035213784145731236 0.0022020276068121587 -0.0024300705890108179 0.00046513772476393096 0.0029696079912556938 -0.002568040254214476
leaf_weight=14.934120690450071 4.6237372532486907 2.3060902971774366 6.4737629834562531 7.6523331962525845 0.85884447768330829 14.37855786830187 3.3639339059591391 1.9329493455588806 20.13461353443563 1.0002262201160173 7.0468776877969495 3.8581918627023688 1.8520249444991339 2.7990616746246806 2.3494584038853601 2.3367623426020145 10.184214267879737 10.179442385211585 2.3985471017658702 2.8459131512790909 2.8644844181835651 5.4514414034783831 1.2950587887316931 9.6807238273322564 2.2630050033330908 4.7182067539542976 3.5806602053344383 15.237495677545647 9.7889651674777252 1.1194762885570515
leaf_count=502 60 26 72 159 6 440 57 21 789 12 182 162 17 57 28 32 212 175 39 42 35 75 14 108 57 67 37 181 234 12
internal_value=0 -0.00127251 0.000251173 -0.000767313 -0.00156891 -0.00130916 0.000697097 -0.000875315 -0.00272288 -0.00217977 -0.000998748 -0.000761387 -0.000179783 0.000139696 0.000442226 0.00301557 6.73476e-05 0.000195609 0.000426478 0.000757817 0.00159633 -0.00192283 -0.000592809 0.00199552 -0.000342883 -7.54899e-05 -0.000559926 -8.57535e-05 0.00210497 0.0015855
internal_weight=0 124.634 20.2969 13.8231 104.337 89.4032 54.8749 68.4098 20.9935 8.65256 66.4768 59.43 39.6 35.7418 32.9427 4.18879 28.7539 40.4622 26.4045 24.0059 5.17057 19.83 11.4793 12.5266 29.1633 26.9003 22.1821 18.8182 14.4127 11.2989
internal_count=3910 3030 304 232 2726 2224 880 1429 795 171 1408 1226 711 549 492 49 443 586 415 376 61 515 226 150 399 342 275 218 294 187
is_linear=0
shrinkage=0.00304499


Tree=93
num_leaves=31
num_cat=0
split_feature=12 1 1 13 13 3 14 47 484 15 47 48 49 130 43 42 52 159 0 1 52 0 0 12 1 3 0 38 51 51
split_gain=13.8666 6.36355 4.96349 4.27578 4.18493 3.95972 3.66979 3.33164 2.89311 2.72496 3.94752 2.65557 2.47913 2.61903 3.72176 2.36763 2.55711 2.47778 2.16432 2.5733 2.08208 2.7048 2.1963 2.41923 1.98059 1.93613 1.8497 1.83369 2.19757 2.38756
threshold=0.051320000000000005 0.13026000000000001 0.094485000000000013 -0.0024749999999999993 -0.094679999999999986 -0.100615 0.020750000000000005 0.084155000000000021 -1.0000000180025095e-35 0.035895000000000003 0.096475000000000019 0.10417000000000001 -0.23609499999999997 -0.082634999999999986 0.0016850000000000001 -0.10770999999999999 -0.22491999999999998 -0.034019999999999988 -0.077944999999999987 0.083065000000000014 0.11588000000000002 -0.084304999999999977 -0.10783 0.09112000000000002 0.12381000000000002 0.12046500000000002 -0.053834999999999994 1.0000000180025095e-35 0.08955500000000001 -0.097124999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 27 6 8 15 7 -4 -2 10 25 -9 -7 14 -14 -6 -17 -18 19 -19 21 22 23 -10 -12 -5 -3 28 29 -1
right_child=1 26 3 9 5 12 -8 11 20 -11 24 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002552552701620762 -0.003669738919070071 0.0043551539474690117 0.0034327133076608421 0.0023671503573990584 -0.0033565730193863778 0.00084894843685802651 -0.0041165861771160677 -0.0011201969004334751 0.0023203011420366978 -0.0023462224755759235 -0.0032846327320395535 0.0035514714303592309 -0.002865866717795628 -0.0028407656340355674 0.0045680032859487371 -0.0033393644154545822 -0.0029970014030816007 -0.0028235098354851044 0.0024056593574107213 0.0019332524474286051 -0.0029122327261258971 0.0028164259661559582 -0.0026156405386419989 -0.001301314010249165 0.0004104218442659112 -0.00051617965104641824 0.00034535684210771988 -0.003115409350351078 -0.0026940318338391609 0.00048832546715565103
leaf_weight=3.331256480887542 2.5322006270289448 2.2205931637436152 13.41912654228509 10.220810711383825 3.1124283708632019 2.2962690368294707 0.95443613082170387 3.9289406761527053 4.2770187221467513 3.9875562470406285 3.2915365472435942 2.0075707510113716 1.705307058990001 49.447156701236963 1.2929733656346796 2.3738281466066846 1.9826287385076291 2.6216621305793515 5.747710937634106 2.3595297988504171 2.184209654107689 4.1487921532243481 3.2107793614268294 3.8066406436264515 3.0533861517906189 3.3852933831512919 2.8924963735043994 3.005619788542389 3.8301396053284398 18.349709946662188
leaf_count=72 58 31 338 143 79 16 8 34 44 40 35 37 47 2073 14 88 25 60 56 31 45 34 68 43 28 37 47 45 44 190
internal_value=0 -0.00150242 0.000400899 0.00109374 -0.00169954 -0.00206787 0.00220894 0.00252085 -0.000366901 0.000147576 0.000646005 0.000459637 -0.00251178 -0.00265893 0.000339903 -0.000732496 -0.000191093 0.000396834 0.00102399 -0.00057029 0.000107556 0.000534659 -0.000303504 0.000614862 -0.00150645 0.00164976 0.00208679 -0.00067416 -0.000386541 2.10979e-05
internal_weight=0 98.2122 72.7654 44.2487 93.0991 72.9395 20.3101 19.3556 20.1596 23.9386 19.951 5.93651 54.7417 52.4454 2.99828 18.1978 15.0854 12.7115 10.7289 4.98119 17.6274 15.4432 11.2944 8.08366 6.34492 13.6061 5.11309 28.5167 25.5111 21.681
internal_count=3910 2859 1051 700 2781 2489 417 409 292 283 243 71 2150 2134 61 339 260 172 147 91 234 189 155 87 63 180 78 351 306 262
is_linear=0
shrinkage=0.00330446


Tree=94
num_leaves=31
num_cat=0
split_feature=1 403 484 52 1213 52 52 1446 12 40 52 133 2 14 4 4 15 49 0 0 48 475 151 3 133 151 160 2 4 3
split_gain=12.2266 4.52559 5.60744 5.40568 4.44518 4.40448 3.88565 3.77211 3.64487 3.7419 3.357 3.91948 3.13092 3.02953 3.23709 3.68757 3.91451 3.59352 3.86482 5.7149 3.55992 2.94631 2.92521 2.76267 2.74092 2.76789 2.75514 2.58699 2.86436 2.53293
threshold=0.10113500000000002 -1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.42985499999999993 -0.42035499999999998 0.091520000000000018 -0.071274999999999991 0.34489500000000001 0.14114500000000005 -0.21767499999999998 0.14808000000000002 0.082295000000000021 -0.040469999999999999 -0.08422499999999998 0.088790000000000022 -0.085974999999999982 -0.10071499999999999 -0.074249999999999997 0.086285000000000014 -0.086424999999999988 -0.086424999999999988 0.14320000000000002 -0.26719999999999994 -0.27336999999999995 -0.079234999999999986 0.11085000000000002 -0.52333999999999992 -0.082204999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -3 4 -4 -2 -6 8 9 -7 11 -8 24 14 15 27 29 -16 20 -20 -19 -1 -23 -24 -10 -26 -27 28 -13 -17
right_child=5 2 3 -5 6 7 10 -9 12 -11 -12 13 -14 -15 17 16 -18 18 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.003209452158674755 -0.0030639094290763093 -0.0027097342799337824 -0.0030521379277405436 -0.0028780239429716408 -0.0023807921230445026 0.00273714614586876 -0.0028795199658158623 -0.0033623712432012086 -0.0034338601019974547 -0.0034702192662653323 0.0042210138548487517 -0.0036449621084986431 0.0028570953016623822 -0.0032714139484959631 -0.0025881607769728948 0.0072404816888669739 -0.00093284896058229503 0.002471099198633676 -0.0021966272428027337 0.0028449857102240475 -0.00076154287000125098 0.0017529090595030123 -0.0030549610537345374 0.0044157136039802529 -0.0032563280172059022 -0.0012823274142267221 0.00097662499344006518 0.0036551974420023677 0.0005791350162245724 0.0026007431521390474
leaf_weight=0.79195423051715153 2.8064768202602854 12.335348026826976 4.7083231732249251 7.8459684569388619 5.7770970854908219 11.498507862910625 3.7491237726062527 1.8908401709049929 1.7746612932533015 0.91538913175463754 1.7262409031391133 1.6175208874046791 4.1588695440441361 2.0445611812174311 4.7153717968612936 1.9721555504947899 1.3762133587151764 8.3981266636401362 8.595966367051 2.5440188255161198 4.605358688160778 1.2658398430794537 18.863718973472714 0.44231998920440574 1.7684156596660603 5.8247411660850075 24.720779754221439 1.9838834442198265 10.499238649383189 2.1442454643547455
leaf_count=6 115 447 219 274 190 297 139 29 24 8 14 16 79 31 65 32 41 76 257 46 34 17 857 2 22 82 331 16 127 17
internal_value=0 -0.00116514 -0.000864781 -0.000558494 -0.00028465 0.000542706 -7.36313e-05 0.000735313 0.000888251 0.00227942 0.0001645 3.54113e-05 0.000436722 0.00025183 0.000400503 0.00132741 0.0033813 -0.000228809 0.000231988 -0.00104528 0.00132622 -0.00238319 -0.00259849 -0.0028838 0.000141432 0.000337785 0.000545864 0.000527363 1.52412e-05 0.00482363
internal_weight=0 108.003 86.6388 74.3034 66.4574 55.3587 61.7491 52.5522 50.6614 12.4139 55.972 54.2458 38.2475 50.4967 48.4521 19.5933 5.49261 28.8588 24.1435 11.14 13.0035 21.3638 20.5719 19.306 34.0886 32.3139 30.5455 14.1006 12.1168 4.1164
internal_count=3910 2923 2041 1594 1320 987 1101 872 843 305 911 897 538 758 727 249 90 478 413 303 110 882 876 859 459 435 413 159 143 49
is_linear=0
shrinkage=0.00295482


Tree=95
num_leaves=31
num_cat=0
split_feature=4 403 484 11 1213 160 52 133 160 150 453 42 43 16 133 150 150 16 4 484 48 13 11 150 4 1 2 48 15 12
split_gain=10.7186 7.25295 6.0557 5.53956 5.59942 6.20839 5.31133 6.27 4.19785 4.15238 4.08829 3.71202 4.26876 7.64754 3.61877 3.50293 3.47686 3.00722 4.31937 2.78531 2.71291 2.72043 2.66341 2.5666 2.3776 2.36357 2.14981 2.14122 2.10419 2.09841
threshold=0.27608500000000008 -1.0000000180025095e-35 -0.0043499999999999988 0.08184000000000001 -1.0000000180025095e-35 -0.092169999999999988 -0.42985499999999993 -0.26719999999999994 0.099550000000000013 0.10117000000000001 1.0000000180025095e-35 -0.11145999999999999 -0.071899999999999978 0.28937500000000005 -0.031394999999999992 0.093200000000000019 -0.22988499999999998 0.15737500000000001 -0.00027999999999999998 0.073820000000000011 -1.0000000180025095e-35 0.16421000000000002 0.088315000000000018 0.10871000000000001 0.0057500000000000008 0.11561500000000001 0.089910000000000004 0.096390000000000017 0.090505000000000016 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 9 4 -4 14 27 -8 11 -3 22 -9 13 15 -6 20 -16 18 28 -1 -13 -22 -2 -10 -20 -23 -21 -7 -14 -17
right_child=10 2 3 -5 5 6 7 8 23 -11 -12 12 17 -15 16 29 -18 -19 24 26 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031640615177424606 0.0025058439157066821 -0.0030187346570326084 -0.0033692292884788025 -0.003443781532926171 0.002233657063223544 -0.0034010093059672979 -0.0034497785456791804 -0.0020659259871880255 -0.0028034202360125915 0.0025026575061902982 -0.0029117755676583193 -0.0023896460513227842 0.0026703068285206352 0.0099434492104574987 0.0029279516599609876 0.0034744045298973534 -0.0033002771293935609 -0.001724872593358074 -0.0025173455895490344 -0.0021747216112135447 0.0036255013163167885 -0.0018330653570344643 -0.00064373432635655124 0.0013065681061200283 0.0005607162427210047 0.0034504148357169615 0.0033002435317285961 0.0018736237692629886 -0.0011385987101009869 -0.0029783339683689121
leaf_weight=18.05676276981831 16.077948572114117 14.294746141880749 5.2470709523186079 5.5787442466244093 1.7896266989409912 4.8739229049533597 3.6339568607509127 3.4174886811524621 4.7404401432722798 1.5731865968555201 1.9753537960350502 1.0744030047208131 13.44762864522635 1.3556025326251973 1.0294734835624684 0.70270153880119268 9.9105405984446389 4.6667369902133933 3.6045118216425278 1.7427088953554624 12.338308764621617 2.0505684968084092 3.3811211604624978 2.3719897177070379 9.473911412060259 1.5445623174309728 1.3050653971731661 0.95821270719170559 1.6998713798820961 2.0662588216364384
leaf_count=845 374 505 233 142 39 194 130 52 76 18 22 20 168 10 6 14 315 60 61 48 218 33 45 17 83 18 13 17 38 96
internal_value=0 -0.000946269 -0.000623248 -0.000322712 -0.00013345 6.22642e-05 0.000420115 0.000672811 0.000904881 -0.00247133 0.00150974 0.00119432 0.00140056 0.00253177 -0.00201859 0.00202374 -0.00271419 0.000673788 0.00107037 -0.00268263 0.0025715 0.00290603 0.00195859 -0.00143274 -0.000287621 0.000436856 0.000169674 -0.00253439 0.00224287 -0.00134077
internal_weight=0 134.549 113.444 97.5765 91.9978 86.7507 74.0211 68.1889 64.555 15.8679 21.4344 57.4426 54.0251 21.1324 12.7296 19.7768 10.94 32.8927 28.2259 21.1045 17.0078 15.9334 19.4591 7.11243 13.0784 3.59513 3.04777 5.83214 15.1475 2.76896
internal_count=3910 3469 2563 2040 1898 1665 1305 1094 964 523 441 871 819 409 360 399 321 410 350 906 289 269 419 93 144 51 61 211 206 110
is_linear=0
shrinkage=0.00322566


Tree=96
num_leaves=31
num_cat=0
split_feature=1 150 4 1425 4 150 403 484 15 48 52 2 1213 475 483 12 3 1 0 11 15 52 9 129 12 15 47 3 159 133
split_gain=9.47471 4.06238 4.05739 3.71608 3.74348 3.53371 3.42238 4.43875 3.63304 3.58873 3.44271 3.12972 3.06158 2.81448 2.67734 3.13906 3.87194 2.7359 2.61272 2.4585 2.42631 2.70046 2.95729 3.15696 2.69787 2.31129 3.8453 2.26976 2.25035 2.93764
threshold=0.10113500000000002 0.083205000000000015 0.0057500000000000008 0.081930000000000017 0.50657000000000008 0.086420000000000011 -1.0000000180025095e-35 -0.0043499999999999988 -0.038029999999999987 0.093225000000000016 0.18936500000000003 0.14808000000000002 -1.0000000180025095e-35 -0.086424999999999988 0.086680000000000021 0.090840000000000018 -0.0076499999999999988 0.13026000000000001 -0.069794999999999982 0.08184000000000001 -0.008624999999999999 -0.16207999999999997 0.084755000000000011 0.093990000000000004 0.10733000000000002 0.035895000000000003 0.084155000000000021 0.14320000000000002 0.09141500000000001 -0.24098999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 11 -3 13 -8 -9 10 12 14 -10 -1 15 16 -2 -17 -7 20 -14 -22 23 24 28 26 -18 -15 29 -23
right_child=3 2 -4 -5 -6 18 7 8 9 -11 -12 -13 19 27 -16 17 25 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026369755723112342 0.0023960020267958962 0.0011419780409419285 0.0020164446406935451 -0.0043946689784071886 0.0023064345074945893 -0.0024578211290652197 -0.0025413300578213836 -0.0016992892213287124 -0.0026322516393109912 0.0026516831702731222 -0.002758324536653371 0.0022684791586531218 -0.0020187489737186742 -0.0026465500135706426 -0.0021176287621047754 -0.0015137552011361599 0.0020864865608459038 0.0013673681424266509 0.0024643951280666349 -0.0028373026011084888 -0.0024509472354592395 -0.0026372162293587646 -0.0027533333051366908 -0.0028657550124239644 -0.0020965136105982993 -0.0019897567066350999 -0.0007175638380624203 0.003565215325444464 -0.00088563387387603451 0.0020150693245411704
leaf_weight=0.74740317091345687 6.9557680562138531 4.2907535843551177 5.5890685953199855 1.0342241758480657 6.8425264898687592 5.8402222273871311 9.4446209594607335 15.358656098134814 3.0564462319016448 2.6790186595171681 3.7969691250473252 4.5808750651776782 2.8239019289612761 14.734620912000533 3.5386803373694411 9.2085797060281021 5.9361087214201707 2.8658872731029978 0.81490149907767673 1.8170289117842902 1.9164424706250454 0.9513813434168864 1.5214946474879969 1.3503958135843266 1.5358328353613604 2.8908240608870992 7.1488112732768059 0.40069051086902696 2.4166430532932273 16.686145624145873
leaf_count=6 160 51 67 41 209 153 430 494 184 23 144 94 62 844 52 181 108 40 11 36 41 49 35 31 25 28 74 2 44 191
internal_value=0 -0.000932221 0.000231268 0.000436919 0.000536921 -0.000680259 -0.00116903 -0.000908473 -0.000632643 -0.000228659 -0.000432407 0.000256161 -0.000173236 -0.00224121 1.70051e-05 0.000232791 0.000792354 -0.000829918 -0.00185511 6.906e-05 0.0002499 0.000492768 0.00072339 0.00095398 0.00119289 9.41331e-05 0.000554523 -0.0024821 0.00144481 0.00176412
internal_weight=0 97.7726 16.5349 51.0023 49.9681 10.9459 81.2377 65.355 55.9104 40.5517 37.8727 43.1255 34.0757 15.8827 38.5447 35.006 22.9315 12.0745 6.65512 31.0193 29.2022 26.3783 24.4619 22.9404 21.59 15.9757 13.0849 15.1353 20.0542 17.6375
internal_count=3910 2923 282 987 946 215 2641 1789 1359 865 842 737 698 852 643 591 370 221 164 514 478 416 375 340 309 210 182 846 284 240
is_linear=0
shrinkage=0.00257515


Tree=97
num_leaves=31
num_cat=0
split_feature=12 4 1 13 49 13 48 4 42 52 14 47 48 11 41 43 13 3 49 51 0 4 376 15 47 15 14 394 130 1186
split_gain=22.4328 8.65298 7.54763 5.48847 4.77308 6.00686 3.61224 4.23611 3.48433 3.4776 2.79114 2.77352 2.54782 2.17022 2.30109 2.12827 2.91066 1.95 2.03343 2.54398 2.51755 3.1812 2.45322 1.93794 1.93448 2.0784 2.28668 1.76319 1.59629 4.04161
threshold=0.051320000000000005 0.28937500000000005 0.094485000000000013 -0.0024749999999999993 -0.062504999999999991 -0.094679999999999986 0.10990500000000002 -0.16401499999999997 0.086375000000000021 -0.048794999999999991 0.018455000000000003 0.084155000000000021 0.10417000000000001 0.087830000000000005 0.081670000000000006 -0.17307499999999998 0.16421000000000002 -0.14818499999999998 0.0068800000000000016 0.08955500000000001 -0.13027499999999997 -0.0031049999999999997 0.076485000000000011 0.024640000000000006 0.093315000000000023 0.024640000000000006 -0.23083499999999998 -0.41990499999999992 -0.081969999999999987 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 17 10 9 8 7 -5 -6 -2 11 -4 -13 -3 -15 16 -7 -1 19 20 21 -19 -22 -11 25 26 -9 -17 29 -29
right_child=1 13 3 6 5 15 -8 24 -10 23 -12 12 -14 14 -16 27 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001279175174039759 0.0011406690683131409 0.0027204917110639545 0.0027402178346751936 -0.0022190692685282606 0.00061191316832851959 0.0013181813500636808 -0.001253158871342513 0.00020716644933507859 -0.0020177151825788221 -0.0024483457703490868 -0.0019274325422044243 -0.00055956340006311535 0.00283598082224998 0.0016542328361968349 -0.0019515153773930437 0.002769299455068942 -0.0019840684115883791 -0.00060711566189713408 -0.0022690925336883118 -0.0025754893053505446 -0.0017554809978419332 0.0025012231844750584 0.0011331981070936471 -7.6367807748740977e-05 -0.00074550751395796372 -0.00063772044251709419 0.0028087802153657871 -0.0027542299650019576 -0.0023348233363029397 0.0038648418777400095
leaf_weight=3.490684591233733 7.0738263148814466 3.6411342658102495 16.584313828498132 2.583880150690681 10.09904959797859 2.8317603822797528 7.4906782843172541 3.0521618947386822 5.1063884869217864 4.6844853535294515 1.1688762083649624 3.941816881299018 2.3886642120778561 2.7088716253638268 2.1263503655791283 0.47428177855908771 4.9142599925398827 4.4866066947579384 5.03295724838972 3.2134996410459271 7.2831472661346179 4.3792890533804982 2.7170051001012325 4.589984692633152 2.5123209096491328 2.1268383190035811 8.918727833777659 1.6610115673393004 62.459958329796791 0.99156240187585343
leaf_count=28 75 50 334 35 112 46 63 35 110 98 12 34 37 32 18 15 114 40 90 37 101 31 24 35 20 16 114 42 2103 9
internal_value=0 -0.00131363 0.000471725 0.00108519 -0.00151739 -0.00175521 0.000274801 0.000871107 -0.000271186 -0.000229435 0.0019831 0.00218257 0.000721669 0.00120773 6.85592e-05 -0.00206292 -0.000776845 -0.000545963 -0.000780946 -0.000441728 -7.82799e-05 0.000928241 -0.000970637 -0.00127444 0.00135182 0.00172558 0.00214546 -0.00221481 -0.00225111 -0.000279945
internal_weight=0 113.363 81.3715 50.7683 104.887 88.5383 26.6846 19.1939 15.2054 16.3483 24.0837 22.9148 6.33048 8.47636 4.83522 73.3328 7.74602 30.6032 27.1125 22.0795 18.866 8.8659 10.0002 9.27447 16.61 14.0977 11.9709 65.5868 65.1125 2.65257
internal_count=3910 2859 1051 700 2759 2551 283 220 222 208 417 405 71 100 50 2329 160 351 323 233 196 71 125 133 185 165 149 2169 2154 51
is_linear=0
shrinkage=0.00259437


Tree=98
num_leaves=31
num_cat=0
split_feature=1 12 52 0 2 48 48 14 0 13 49 9 15 51 474 150 16 1 4 1 484 403 403 0 16 0 16 12 42 3
split_gain=18.0286 6.38353 4.3317 4.21819 3.80463 4.9184 4.1904 4.18939 3.98488 3.72878 3.91214 3.07801 2.94857 2.57366 2.49288 2.66474 3.07575 3.09882 2.45012 2.08795 1.9495 1.89006 5.21508 3.73869 3.67703 1.80322 2.88071 2.07783 1.72532 2.86019
threshold=0.10398500000000001 0.080120000000000011 -0.42985499999999993 -0.017269999999999997 1.0000000180025095e-35 0.12738500000000003 -0.086624999999999994 -0.23083499999999998 -0.13506999999999997 -0.09547499999999999 -0.081629999999999994 -0.016839999999999997 -0.24219999999999997 -0.097124999999999989 0.084655000000000022 0.083205000000000015 -0.09601999999999998 0.092550000000000007 -1.0000000180025095e-35 0.11931500000000002 -1.0000000180025095e-35 0.03138500000000001 0.09389500000000002 -0.083564999999999987 -0.077804999999999985 -0.084304999999999977 -0.50763499999999995 0.084100000000000022 0.078965000000000021 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 12 6 -6 8 -8 20 -11 -1 -4 -13 15 18 -17 -18 28 -7 -3 -12 23 -23 -25 26 -22 -28 29 -15
right_child=2 9 3 -5 5 19 7 -9 -10 10 21 13 -14 14 -16 16 17 -19 -20 -21 25 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0027314816161729469 -0.0022666914956806128 -0.0024029195372771411 0.002271152872635331 0.0020832111091382494 -0.0015807297703375534 -0.0021752849580391016 -0.0018824201688796974 0.0022638358009540254 0.0016370988664660029 4.3917299873628316e-05 -0.001839273320275071 -0.0018760537098963916 -0.00078973316625043999 0.0010438337050472952 0.001381282158741076 0.0027771337540389938 -0.0012586121801584022 0.0015623943286603311 -0.0016334987684000046 0.00020596271635240767 0.0016864208690134295 -0.0022627113262857464 -0.0020186928501661205 0.005617820246749501 0.00054815501352316841 0.0010599426577754764 0.00077598924477584915 -0.0019643818740434434 -0.0016215481284131061 -0.0016704678575610245
leaf_weight=1.5927095040678967 2.4663298297673455 1.8436736166477192 1.6638469099998463 8.4932439122349006 2.0924985185265568 2.7596376799046984 2.6391262263059616 14.968504525721068 3.5729547422379353 7.0560817420482627 50.523546304553747 4.6028855945914975 13.812958611175416 6.7306021358817798 4.3971791677176943 2.2860717549920082 4.462623577564953 3.1232358440756798 9.310662260279063 4.6906533688306808 2.0131186321377728 1.1117501370608804 6.5897689815610647 1.0712923984974623 1.8251337055116874 4.7352345511317244 1.7507021632045514 5.1344863548874855 2.8749650046229371 2.5167796481400728
leaf_count=22 85 44 46 154 21 27 19 243 69 82 1898 96 168 61 39 22 38 39 125 55 17 34 218 23 36 35 22 110 27 35
internal_value=0 -0.000922393 0.000549269 0.000676252 0.000417602 0.000860029 0.00135177 0.00164148 0.000141874 -0.00126902 -0.00148753 -0.000230293 -0.00046067 -0.000347331 -0.000150241 -0.000365363 0.000568454 -9.71527e-05 -0.000795475 -0.000676067 -0.000306497 -0.00166433 -0.000830303 0.00112351 0.00242326 -2.29965e-05 -0.000599283 -0.00126759 -0.000151824 0.000305106
internal_weight=0 125.553 57.1598 54.6934 46.2002 30.7234 23.2731 21.1806 6.21208 83.6548 68.1776 41.8977 15.4768 40.305 35.7021 31.3049 9.87193 7.58586 21.433 7.45029 15.4772 61.1215 10.5979 4.00818 2.89643 13.6335 8.89831 6.88519 12.1223 9.24738
internal_count=3910 3023 887 802 648 434 352 331 88 2519 2291 504 214 482 386 347 99 77 248 82 228 2209 311 93 59 184 149 132 123 96
is_linear=0
shrinkage=0.00217221


Tree=99
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 13 49 15 48 3 52 1 150 159 50 133 12 48 151 4 0 4 2 3 51 42 2 15 2 124
split_gain=21.9222 6.59653 6.56171 5.40032 4.75393 4.05843 3.95131 3.28921 4.37073 2.65531 2.64637 2.49392 3.28743 2.46704 3.01457 2.56053 2.25121 2.47069 2.20177 2.25972 2.97696 2.0073 2.19879 2.00673 1.97079 1.96932 1.89624 1.87138 1.73932 1.72551
threshold=0.10113500000000002 0.080120000000000011 -0.42985499999999993 0.08801500000000001 0.11551000000000002 -0.09547499999999999 -0.081629999999999994 0.035895000000000003 0.12862000000000004 -0.15121499999999996 0.12539500000000003 0.085990000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.08920500000000002 -1.0000000180025095e-35 0.085185000000000025 0.085090000000000013 -1.0000000180025095e-35 0.25367000000000006 -0.064674999999999983 0.22584000000000001 0.12918000000000002 -0.11266 0.083165000000000017 0.085465000000000013 0.097940000000000013 -1.0000000180025095e-35 0.10393500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 7 24 16 8 10 -1 -4 27 -13 -5 15 -15 -7 -18 -17 20 -20 22 -9 25 26 -8 -3 -11 -28 -29
right_child=2 5 3 13 -6 6 23 21 -10 11 -12 12 -14 14 -16 18 17 -19 19 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.0011598014427601283 -0.0022375820612890868 -0.00068085729855791568 0.0019950362069717704 -0.0018770965877331317 -0.0013800032498579378 -0.0023813320753498096 -0.0013085526017616578 -0.0015698670903094571 -0.0013416606585040297 -0.0018803137107541235 6.9967969522347336e-05 -0.00069657052854368547 0.0010411186989850013 -0.0023570506422882719 0.0021036080462485136 -0.0017524474552883097 -0.00084127748322119264 0.0019497421811297262 -0.0024471509462082311 0.0016168859533986597 0.001453530529442848 0.0016449723306375379 0.00105938795879533 -0.0018672534518806411 -0.002360445180778663 0.0011541608563111255 0.0023313558111522537 0.0014250960332153342 -0.0001852664288240496 -0.00098760406896497284
leaf_weight=4.8963290564715853 3.8516358975321046 9.2452837619930524 26.753721594810489 3.7159851063042906 3.4258907940238705 1.5224097054451693 6.6201437097042781 3.8685799241065961 2.2223191931843749 8.0588640253990871 3.7083933800458899 13.14972352050245 7.9781743101775637 2.4093196429312256 2.7164759784936896 2.3116971552371988 2.92868029512465 2.8585075512528419 1.9403825849294647 4.5108908899128437 1.6521965004503671 2.6240921318531036 2.3210382722318172 57.925046807155013 2.0170191694051018 1.9077131636440752 2.2739223521202794 1.8056593015789983 2.7885841857641935 5.3805822823196641
leaf_count=38 115 144 481 57 43 25 113 41 14 134 39 137 68 19 33 23 35 21 26 36 18 19 23 2026 40 19 15 13 26 69
internal_value=0 -0.00102376 0.000469841 0.000632319 0.00103791 -0.00134768 -0.00156092 0.00123752 0.00154974 -0.000316665 0.00176068 -0.000515419 -4.0396e-05 -0.00031387 5.9912e-05 -0.000372983 -7.05707e-05 0.000537311 8.59878e-05 0.000610443 -0.000653261 7.96807e-05 -0.000583926 -0.00172486 -0.000384145 -0.000757634 -0.000105539 -0.00117374 0.000945123 -0.000381374
internal_weight=0 131.357 68.0326 64.181 44.924 90.0873 73.7625 41.4981 32.6844 41.2693 30.4621 36.373 21.1279 19.2569 15.541 12.8245 7.3096 5.78719 10.4152 8.10347 3.59258 8.81371 6.18962 66.4529 16.3248 8.52786 14.3078 15.2451 5.06251 7.18624
internal_count=3910 2923 987 872 660 2464 2239 617 534 459 520 421 205 212 155 122 81 56 103 80 44 83 64 2158 225 132 185 216 41 82
is_linear=0
shrinkage=0.00213563


Tree=100
num_leaves=31
num_cat=0
split_feature=12 16 1 13 14 47 48 15 483 42 3 133 4 160 160 147 13 43 12 12 15 2 457 3 42 1 48 16 3 0
split_gain=10.2007 5.14701 3.96764 4.69576 4.45488 3.72018 3.60642 3.56069 3.01823 3.46077 2.88885 2.8427 2.78123 2.73843 3.83092 2.52735 2.49541 2.00282 1.99932 1.92004 1.90678 1.79755 2.18114 2.67644 1.77373 1.77139 1.73236 1.72081 1.91172 1.81252
threshold=0.051320000000000005 -0.17157499999999998 0.085990000000000011 -0.00059999999999999995 0.10303000000000002 0.081320000000000017 0.08346000000000002 -0.10981499999999998 0.085615000000000011 -1.0000000180025095e-35 -0.015794999999999997 -1.0000000180025095e-35 -0.14963999999999997 0.085065000000000016 -1.0000000180025095e-35 0.089090000000000016 -0.094679999999999986 -0.12074999999999998 0.09112000000000002 0.098355000000000012 -0.038029999999999987 0.11230000000000001 -0.0015249999999999997 0.045635000000000002 0.087170000000000011 0.11235500000000002 0.13596000000000003 0.67964000000000013 -0.088024999999999978 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 20 4 5 -4 16 -8 9 -9 17 -7 -12 14 -2 21 24 -5 -16 -20 -1 22 -14 -24 -3 -23 -27 28 29 -18
right_child=1 6 3 10 -6 11 7 8 -10 -11 12 -13 15 -15 18 -17 27 -19 19 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0031865387680221464 -0.0029562725377299394 0.00064519915952955813 0.0036736134506510517 -0.00077742269521793991 -0.005551451921774175 -0.0035649380874663607 -0.0036550713947580845 -0.0042778147454730613 -0.0038131524252191544 0.0026532472593149936 -0.0029549616633564014 0.0018890995638309723 -0.0029284084300775833 -0.0029777309138670485 0.0039616114569860587 0.00311876175195835 -0.0029875932434454419 0.0045823403883518965 -0.0011851922076054104 0.0020856674366596327 -0.00033729015069879515 -0.0048596149579346092 -0.0014837691673779442 0.002173814864534474 -0.0034942260652072849 0.0014988506246799399 -0.0033116044166421128 0.0023683024347653722 -0.0033607465661849379 -0.00062318309713850896
leaf_weight=4.7255814392119637 2.9741204781457826 5.4041310604661694 13.323305480182176 1.3611074890941379 0.91923980414867301 1.8081552963703869 3.0317543027922502 1.0921154161915163 1.5363254789262999 7.0488655865192413 4.6957373954355743 4.0958297792822114 2.25982156768442 3.0607617339119306 3.4588220305740842 3.1511748582124701 8.6476259212940949 2.793048068881034 3.9690343476831895 5.7955174278467894 8.8698942046612483 1.9630249626934517 3.9365420993417466 7.8885645512491465 1.8151536583900449 2.196622453629971 1.7780909910798071 0.8675162959843864 28.262869524769489 8.3796120863407797
leaf_count=110 79 76 370 21 6 15 132 36 53 107 76 61 23 55 33 46 379 53 37 71 105 18 41 57 64 29 20 21 1502 214
internal_value=0 -0.00148308 0.000415563 0.000869841 0.00224024 0.00261275 -0.00196339 -0.000228892 0.000844478 0.00172344 7.70643e-06 0.000218745 -0.000412412 0.000165099 0.000758985 0.000102787 -0.00237637 0.00282622 0.0015946 0.000756149 -0.00132765 -0.000371868 0.000332957 0.000956216 -0.000395582 -0.00204379 -0.00065311 -0.00268617 -0.00278299 -0.001824
internal_weight=0 85.3442 65.7657 52.1703 20.1465 19.2273 66.086 12.7091 9.67731 8.14098 32.0237 5.90399 27.8696 19.2583 16.1975 23.1738 53.3769 4.15416 13.2234 9.76455 13.5955 20.0227 14.0849 11.8251 7.21928 5.93774 3.97471 46.1576 45.2901 17.0272
internal_count=3910 2859 1051 836 452 446 2584 328 196 143 384 76 310 275 220 234 2256 74 141 108 215 188 121 98 140 67 49 2116 2095 593
is_linear=0
shrinkage=0.00362301


Tree=101
num_leaves=31
num_cat=0
split_feature=1 150 15 484 403 1 4 2 475 151 15 15 1213 11 43 13 4 49 9 52 13 50 16 12 2 403 159 156 1 43
split_gain=9.04325 4.00943 3.77687 3.62838 4.48883 3.08128 3.01769 2.97227 2.71104 2.56785 2.71861 2.96256 2.71681 2.89533 2.43878 3.76504 3.56856 2.47085 2.62126 2.57552 2.87826 2.82225 2.48381 3.45251 2.67458 3.19693 2.33097 2.55358 2.24976 2.23146
threshold=0.10398500000000001 0.083205000000000015 -0.096369999999999983 -0.0043499999999999988 -1.0000000180025095e-35 0.092550000000000007 0.51224500000000017 0.14808000000000002 -0.086424999999999988 0.087190000000000017 0.10043500000000001 -0.038029999999999987 -1.0000000180025095e-35 0.08184000000000001 -0.16369999999999998 0.17936000000000002 -0.51381999999999983 -0.0057999999999999987 0.084755000000000011 0.11588000000000002 -0.083814999999999987 0.086815000000000017 0.26760500000000004 0.051320000000000005 0.085155000000000022 0.07955000000000001 -1.0000000180025095e-35 0.11896500000000002 0.091845000000000024 0.25671000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 -4 7 26 -5 10 11 28 -13 14 15 -14 -16 -18 19 20 -19 22 23 -22 -25 -26 -2 29 -6 -28
right_child=6 2 5 4 9 -7 -8 -9 -10 -11 -12 12 13 -15 16 -17 17 18 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0028028718668920314 -0.0018297623636663999 0.0030939349671776704 -0.0011265419306106413 0.0028438789601254364 -0.0022726068306670529 0.0019502340479478325 0.0027218865139785778 0.0024399686423262072 -0.0027167356615015394 0.0026557275067326373 -0.0026963929388618543 -0.0028944560619883946 0.0055362072797370196 -0.0030901793943133482 -0.0035849851030608569 -0.00016375480123966197 -0.0022003948200500349 0.0032235864242864637 -0.0030171604844235608 -0.0023692803528280976 0.0033334016124566212 -0.0031797126240851324 -0.0021878226163489396 -0.0031355196988247778 -0.001269449995837975 0.0037587158815569621 0.00065368349016616488 -0.0031641437221020434 4.7375588318492514e-05 -0.0032471983025252455
leaf_weight=10.292342755943535 4.6766375713050357 3.1264334004372385 10.379269446246324 0.74215418845415015 11.018674713559447 3.4894250836223355 4.6247823238372794 4.6589061915874472 13.490753496997057 1.8264314848929633 5.2525806091725817 2.5534576708450905 1.7514015063643413 2.0758948465809217 1.9879908878356207 1.9818744631484149 2.6724334601313009 4.5438424441963514 1.4263878427445877 1.7034258423373092 4.7962408773601073 1.4073085691779859 1.6326272087171663 1.5289916619658468 2.0165675673633814 2.0416590459644794 29.100590416230268 1.6105679301545013 4.8208831921219817 1.2261193748563517
leaf_count=502 79 34 207 6 440 63 165 102 789 21 181 162 14 55 28 29 60 51 35 29 44 42 37 40 56 25 474 53 73 14
internal_value=0 -0.000969984 0.00028158 -0.00123077 -0.00100374 -0.000352411 0.000552178 0.000309053 -0.00242679 -0.000648645 -0.000757954 -0.000554154 -8.41911e-05 0.000143134 0.000370732 0.00251028 6.06259e-05 0.000365531 0.000690566 0.000959426 0.00127501 0.000615415 0.0010599 0.00157055 5.72559e-05 0.00126018 3.79069e-05 0.000311393 -0.0015665 0.000495969
internal_weight=0 98.5591 16.9951 81.5639 71.2716 13.8687 45.8976 41.2728 14.2329 57.0387 55.2122 49.9597 34.1201 31.5666 29.4908 3.73328 25.7575 23.7695 21.0971 19.6707 17.9672 13.4234 12.0161 10.3835 5.58722 4.05823 36.6139 31.9373 15.8396 30.3267
internal_count=3910 3023 304 2719 2217 270 887 722 795 1422 1401 1220 707 545 490 43 447 419 359 324 295 244 202 165 121 81 620 541 513 488
is_linear=0
shrinkage=0.00283252


Tree=102
num_leaves=31
num_cat=0
split_feature=4 12 453 484 42 160 1213 1 42 157 475 9 151 158 43 3 4 147 43 11 132 38 3 15 147 403 3 42 376 159
split_gain=14.5159 8.99042 5.05974 3.48009 4.17599 3.99852 3.76757 4.32141 4.05099 4.83477 3.72819 3.3618 3.42919 3.29346 4.52246 6.96263 5.16694 3.2755 2.67509 2.58557 2.5176 2.47136 3.65133 2.48561 3.43058 2.37281 2.2509 2.47337 2.1826 2.06225
threshold=0.27608500000000008 0.080120000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 -1.0000000180025095e-35 0.13026000000000001 0.09901500000000002 -1.0000000180025095e-35 -0.084944999999999979 -0.016839999999999997 -0.086769999999999986 0.085745000000000002 -0.074904999999999985 -0.078669999999999976 -0.076329999999999995 0.087265000000000023 0.079060000000000005 0.088315000000000018 0.082150000000000015 1.0000000180025095e-35 0.31335500000000011 0.085950000000000013 0.088565000000000019 0.092300000000000007 -0.083604999999999985 0.085775000000000004 0.048695000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 19 -3 -5 25 10 8 9 17 -7 -1 -13 14 15 16 -11 -8 -16 -2 21 22 23 24 28 -6 -18 -28 29 -14
right_child=2 3 -4 4 5 6 7 -9 -10 13 -12 12 20 -15 18 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.002764439378737387 0.0022246049390478254 -0.0027584984624575469 -0.0025767297786192848 -0.002245328697648596 -0.0028894255951636564 0.0036685443955905687 -0.0028442581505544124 0.0035906434883787469 -0.0023079890359391005 0.0050639934470916035 -0.0028922817978335909 0.0016778660106769624 -0.0030160146709882017 -0.0031319847862075886 -0.0013194062001039202 0.0070095262032937831 -0.0019314509503456463 0.0043570264740054546 0.0012720634949032641 -0.00028950094343715651 0.0017201304722998829 -0.0026118745363709313 0.0030770730493083283 -0.0027818465388091459 0.003392609373059379 0.0026637979173621752 0.0054610134472616607 -0.00020932612894557969 0.001056323340597764 -0.00063269806111470911
leaf_weight=3.0155048221349707 18.232223914936192 13.064594482071696 2.1944721192121497 21.547470834106207 8.2628237511962617 0.72356477379798878 5.1825894676148918 2.2197706177830687 6.5709216650575391 1.8925276361405847 6.7833147980272761 6.3943898621946564 3.0739667192101505 1.6228544805198897 6.799143416807059 1.9344483278691766 2.7877344414591785 0.52511151134967793 5.3912473060190678 3.717576451599597 3.6923001445829859 4.335498208180069 2.124200051650404 3.6457515433430663 1.7139775864779938 0.62474944442510683 0.85203394293785173 1.8234772030264137 5.1305703558027735 25.277560815215111
leaf_count=57 374 513 22 807 293 4 220 28 200 14 260 81 56 31 172 21 67 3 39 45 47 58 38 55 17 6 10 36 57 279
internal_value=0 -0.000897554 0.00140111 -0.00144917 -0.00122273 -0.000814661 -0.000482791 -0.000128006 -0.000361304 8.26739e-05 -0.0022599 -6.0661e-05 -0.000214468 0.000642095 0.000927226 0.00237133 0.00115156 -0.00218174 -0.000173319 0.0017988 -0.000461445 -0.000639254 -0.000430488 -0.000622312 -0.000398618 -0.00249906 -0.000203744 0.00159643 -0.000592694 -0.000891105
internal_weight=0 147.012 24.1443 88.6084 75.5438 53.9963 45.1087 37.6019 35.3821 28.8112 7.50688 58.4037 55.3882 23.1035 21.4806 9.29022 7.35577 5.7077 12.1904 21.9498 48.9938 45.3015 40.966 38.8418 35.1961 8.88757 5.46325 2.67551 33.4821 28.3515
internal_count=3910 3469 441 2724 2211 1404 1105 841 813 613 264 745 688 390 359 148 127 223 211 419 607 560 502 464 409 299 113 46 392 335
is_linear=0
shrinkage=0.00274751


Tree=103
num_leaves=31
num_cat=0
split_feature=1 123 47 457 52 50 3 1374 15 11 133 3 15 0 1 151 156 128 453 457 394 16 4 151 0 0 475 132 133 160
split_gain=16.5661 5.68231 4.37275 4.05389 3.92158 3.63959 3.56334 3.31336 2.76548 3.33283 2.60114 2.5386 2.34965 2.34535 2.20109 2.50283 2.1024 2.24458 2.21899 2.06909 1.9325 2.07004 2.11886 1.89317 1.77001 1.79231 1.87835 1.56753 1.52813 1.71469
threshold=0.10398500000000001 1.0000000180025095e-35 0.084155000000000021 0.081330000000000013 -0.24456499999999998 0.14061500000000002 -0.11266 0.09309000000000002 0.079360000000000014 0.08184000000000001 -1.0000000180025095e-35 -0.025254999999999996 -0.24219999999999997 -0.037619999999999994 0.085990000000000011 -0.083919999999999981 0.11896500000000002 0.084155000000000021 0.096870000000000012 0.41137000000000007 -0.47621999999999992 -0.17157499999999998 0.17888000000000001 -0.23821999999999996 0.13167000000000004 -0.037619999999999994 -0.014939999999999997 0.080815000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 7 8 16 9 27 -3 20 -4 28 15 -5 17 18 -6 -16 -8 22 -22 -23 25 26 -13 -1 -14 -30
right_child=2 10 12 14 5 -7 11 -9 -10 -11 -12 24 13 -15 19 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00028662885928109054 -0.0014834676532235729 -0.0019045405807398418 0.0025383756149722578 -0.0021184985473563216 0.0021509689311457109 -0.0029434477088965899 0.0035467933909904947 -0.0016523267224959081 -0.002238173513068533 -0.0022146724565499432 0.0016117418472789311 0.0014350861748028273 -0.002765333131810291 0.0017009792872156875 0.0020254694900313677 0.00072147120268170129 -0.0015592084780437438 -0.0011664869643530106 -0.0012401163144431465 -0.0008916134332564358 0.00081333662461593916 0.00099073401629154261 -0.0020357148323338786 -0.0022164568387435823 0.001428178427544082 -0.0026153767938846099 -0.0010932597341444903 0.0025553468094673825 -0.0023905292639076459 -0.0001519839369462917
leaf_weight=7.4461156968027371 3.432539887726306 1.6614162679761646 1.5733274891972566 4.5954598020762196 26.755823509767662 1.2122074142098416 0.40628496184945007 1.9863846860826004 3.845393504947423 2.8380976226180783 6.7539943847805244 2.15430370718241 2.6677180435508534 2.2838187422603342 4.5490103214979163 3.4385472424328318 1.2034300342202175 1.4985484704375256 1.2816390711814154 2.3308320604264736 3.2409326247870842 1.1952451802790154 3.3800251353532076 48.604733936488635 1.8687494061887253 4.1120341178029785 13.744233541190624 2.6058118510991335 2.8110905550420311 9.4922937005758232
leaf_count=71 68 30 18 94 499 14 13 23 102 65 87 18 29 25 41 31 14 21 14 16 33 37 76 2020 11 74 176 28 49 113
internal_value=0 -0.00107658 0.000582458 -0.00122864 0.00108093 0.00134029 -0.00141939 0.00149897 -0.000364442 0.000194536 0.000917538 -0.0016437 -0.000406909 -0.000675464 -7.97793e-06 -0.000902994 0.00170261 0.00183551 0.00199596 0.00103719 -0.00192425 -0.00196365 -0.000641115 -0.00213948 -0.00091502 -0.00113385 -0.000750661 0.00087476 -0.00103799 -0.000663449
internal_weight=0 118.771 56.1988 110.356 37.3706 33.938 95.442 32.7258 16.7354 12.89 8.41541 78.7065 18.8282 17.2549 14.9138 8.03401 30.7394 29.536 28.0375 6.87984 56.8272 56.4209 6.62096 49.8 21.8793 20.0106 15.8985 10.0519 14.9711 12.3034
internal_count=3910 3023 887 2906 653 585 2724 571 266 164 117 2458 234 216 182 125 548 534 513 57 2179 2166 109 2057 279 268 194 99 191 162
is_linear=0
shrinkage=0.00251758


Tree=104
num_leaves=31
num_cat=0
split_feature=12 16 1 13 49 52 15 47 4 160 160 38 14 133 47 13 42 48 43 52 394 3 50 38 15 16 3 484 42 4
split_gain=17.1912 7.01882 6.06962 5.17191 3.81201 3.33909 3.19116 4.99882 3.11078 2.91832 2.75427 2.61785 2.78761 2.40841 3.26655 2.34822 2.42208 2.29273 2.0206 1.94966 1.85453 1.85058 1.7711 1.95073 2.45399 3.20149 1.689 3.04655 1.85946 1.57936
threshold=0.051320000000000005 -0.17157499999999998 0.094485000000000013 -0.0024749999999999993 -0.062504999999999991 -0.048794999999999991 0.035895000000000003 0.096475000000000019 0.28937500000000005 -1.0000000180025095e-35 0.085065000000000016 0.13219500000000003 0.019255000000000005 -0.0023199999999999996 0.096300000000000011 -0.094679999999999986 0.078965000000000021 0.11379500000000002 -0.072649999999999978 0.14114500000000005 -0.47621999999999992 0.12046500000000002 0.086815000000000017 1.0000000180025095e-35 -0.008624999999999999 0.16388500000000003 -0.11266 0.079595000000000013 0.086635000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 22 11 5 -3 7 21 9 -2 18 12 13 14 -4 16 -6 -10 -11 -9 -17 -5 23 24 -1 29 27 28 -22 -26
right_child=1 4 3 6 15 -7 -8 19 17 10 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00092088498653949665 -0.0028539250333192425 0.00092193961847346372 0.0028260671330107494 0.0019681761945755044 0.00057854857981583338 -0.0020561886710948906 -0.0019411925288818981 -0.0022761090486651441 0.0028709992465549431 0.0025742142062512934 -0.0020793128503766691 -0.0022270699908653576 -0.0020609369277293462 0.00266130727816433 -0.0031665862025689641 0.003448483472945608 -0.0020976674536896498 -0.00042092268691470476 -8.8146421637943411e-05 0.00080311960226386891 -0.0025278674127421881 -0.00018583685968819841 -0.0029650832990670141 -0.0024593635303172979 0.0025262835638958613 -0.0015866287288197754 -0.0022720548581169021 0.0018783657903113692 0.00063116928280669451 7.4944104051202366e-05
leaf_weight=13.371935334056625 3.1571513805538478 6.9195728879421949 1.296357706189162 10.866557825356727 5.1585174705833179 4.1997062768787128 4.2739374972879878 4.6430925652384749 3.8389889113605014 2.8051441311836269 3.3573897499591103 1.025635354220866 1.0682039558887471 17.225814526900653 1.2310898452997205 0.42315462045371433 4.3082983866333961 2.3787619322538376 6.7186633907258466 2.0610666945576668 5.8054531812667758 3.7155074886977664 2.0238294564187518 2.8809829000383607 5.0394792109727859 2.9282062109559774 52.038902858272202 1.9444836415350435 1.6642824225127695 2.8600297011435014
leaf_count=155 67 74 31 143 37 87 40 45 60 18 55 8 11 357 10 13 125 18 57 18 161 37 34 42 46 41 2053 16 18 33
internal_value=0 -0.00128344 0.000359546 0.000940998 -0.00163781 -0.000202887 0.000136438 0.000553594 2.95621e-05 -0.000583758 -2.73459e-05 0.0018823 0.00208472 0.00230891 -9.28835e-05 -0.00186145 -0.000639383 0.00161159 0.000696026 -0.00132946 -0.00204842 0.00141933 -0.000587563 -0.000409883 -0.000165891 0.000766507 -0.00208627 -0.0010593 -0.00182402 0.00163877
internal_weight=0 104.718 76.5117 47.4073 82.4624 11.1193 25.5602 21.2862 22.2561 16.0383 12.8812 21.8471 20.8215 19.7533 2.52745 71.3431 9.46682 6.21775 9.52381 6.70416 61.8763 14.5821 29.1045 27.0806 24.1997 10.8277 61.4531 9.41422 7.46974 7.89951
internal_count=3910 2859 1051 700 2584 161 283 243 275 197 130 417 409 398 41 2423 162 78 75 63 2261 180 351 317 275 120 2248 195 179 79
is_linear=0
shrinkage=0.00263476


Tree=105
num_leaves=31
num_cat=0
split_feature=4 123 48 3 133 39 50 1348 453 13 52 1 123 457 0 48 1375 3 3 12 9 14 13 484 0 13 0 132 132 0
split_gain=19.7955 8.91111 6.68413 5.47643 4.97589 4.53438 4.40491 3.83633 3.70504 3.70318 3.6406 2.78826 2.4894 2.46958 1.962 1.92583 2.21784 2.72034 2.36474 1.80934 1.54834 1.39235 1.98281 1.34322 1.82652 1.62881 1.93614 1.34112 2.66273 2.83701
threshold=0.28937500000000005 1.0000000180025095e-35 0.11930500000000001 0.16699000000000003 -0.0023199999999999996 0.16168500000000002 0.11901000000000002 0.093505000000000019 1.0000000180025095e-35 -0.52445999999999982 0.26536500000000002 0.11287500000000002 -0.041524999999999992 0.081330000000000013 0.18055000000000002 0.082070000000000018 -0.43271999999999994 0.090325000000000003 -0.080664999999999987 -0.095029999999999989 -1.0000000180025095e-35 -0.46879999999999994 -0.0064299999999999991 -1.0000000180025095e-35 -0.23129999999999998 -0.094679999999999986 -0.084304999999999977 0.080815000000000012 0.093305000000000013 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -3 7 8 12 21 -5 19 -11 -1 14 20 -15 -17 18 -18 -6 -14 22 -2 -22 -25 26 -26 -27 29 -29
right_child=2 4 -4 9 10 -7 -8 -9 -10 11 -12 -13 13 15 -16 16 17 -19 -20 -21 23 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.0011231183665194047 0.0023118379256044678 -0.0023033932550588711 -0.0018518015885738474 -0.0027819800444284109 -0.00044077807215914488 0.0019520224942840398 -0.0016764335990465103 0.0018929459478230178 -0.0021629369012874434 -0.00073658768925295227 -0.0026445738009590498 0.0024168915842699666 0.00044432735365266103 -0.0019858655316643357 -0.00014426533811967809 -0.0022129367222925157 0.00015734821067172044 0.001836334857603943 -0.0026472227244302357 0.0019147754848852952 -0.0024221473998414763 0.0021316026709878289 -0.0023673765268345907 -2.7720422425924802e-05 -0.0017270059492576287 -0.0020922631496912225 1.1369696132840278e-05 -0.0012297302821470684 -0.0020151507913628132 0.0028658936267665818
leaf_weight=1.400431828573345 0.92873143963515759 3.1808838769793502 4.5920725613832465 1.6313744857907293 2.1059641502797577 1.6016837917268265 2.3827028870582572 1.3785555139183987 1.2210624329745758 2.4873775281012049 1.2779216021299351 3.1776291541755199 1.3089889027178276 7.9001431539654758 2.9676935896277419 3.1010322645306578 4.3433605805039397 2.7331071048974991 2.2820726558566085 7.0703998431563386 29.892632961273193 13.10909071005881 0.87538660690189007 2.5378880575299254 12.436124145984651 117.91888724640012 4.287236873060464 2.2597743384540085 7.982517808675766 1.3410644009709338
leaf_count=18 30 34 38 10 22 19 18 15 8 20 9 60 12 99 23 16 36 16 21 141 554 320 12 25 154 1956 32 38 139 15
internal_value=0 -0.00160914 0.000557312 -0.00172006 0.000139608 -0.0017868 0.00115475 -0.00181586 0.00157286 0.000179454 0.00088293 0.00103227 -0.00184083 -0.00186125 -0.00194327 -0.00112427 -0.000577967 -3.62059e-05 -0.000808662 0.00137418 -0.00197294 0.00187874 4.14091e-05 -0.00199065 -0.00190395 -0.00193651 -0.00128135 -0.00202111 -0.00129682 0.000295608
internal_weight=0 228.605 23.109 214.97 13.6352 207.673 18.517 206.072 16.1343 7.29638 10.4543 5.66501 204.693 203.293 182.933 20.3597 12.4596 9.35854 6.62543 9.17636 179.965 14.9132 1.80412 178.656 148.763 146.226 16.7234 129.502 11.5834 3.60084
internal_count=3910 3484 426 3278 206 3188 388 3169 370 90 172 80 3154 3136 2948 188 89 73 57 163 2925 362 42 2913 2359 2334 186 2148 192 53
is_linear=0
shrinkage=0.00223072


Tree=106
num_leaves=31
num_cat=0
split_feature=1 12 47 155 50 3 31 15 3 51 150 48 52 50 4 150 16 1 43 49 4 49 42 3 49 457 16 4 2 0
split_gain=39.4193 11.3624 8.46229 6.36836 5.50541 4.85528 4.45198 4.18877 3.99695 3.73822 3.68907 3.51284 3.73888 3.38233 3.7962 5.73303 2.96329 5.19594 3.24193 2.56009 2.30532 2.73988 2.03071 2.98215 2.80509 1.98919 1.96431 1.95796 2.46927 1.89505
threshold=0.10398500000000001 0.080120000000000011 0.084155000000000021 0.11332500000000002 0.11843500000000001 0.097615000000000021 -1.0000000180025095e-35 0.035895000000000003 -0.100615 -0.097124999999999989 0.084800000000000014 0.12862000000000004 0.26391000000000003 0.083475000000000008 -1.0000000180025095e-35 0.090145000000000017 -0.064504999999999993 0.13213500000000003 -0.024279999999999996 -0.47013499999999991 -0.48072499999999996 -0.085174999999999987 -1.0000000180025095e-35 -0.12817999999999996 0.0047850000000000011 0.085130000000000025 -0.53257999999999994 0.22584000000000001 0.12918000000000002 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 7 8 -1 11 10 -8 22 12 -2 14 20 -16 17 18 -4 -10 -11 -22 -3 24 -24 -23 -20 28 -9 -21
right_child=2 5 16 -5 -6 -7 9 27 19 13 -12 -13 -14 -15 15 -17 -18 -19 26 29 21 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026397450940956386 0.0020702878391069758 -0.0022500300930104293 0.0010745531365343815 -0.0020760741309471652 -0.0016066350307250041 0.00050383950455000362 -0.0020054170106774323 -0.0013722708691014658 0.0012585692398370328 -0.0012457866990791149 0.001273269600425573 -0.00095540060924343459 -0.0010359738953939425 -0.0020238991077463652 -0.0015014522974948455 0.0010457515469006471 -0.0013550003127771257 0.0024894047271137947 3.9863662407634103e-05 -0.00049679957402047267 -0.0010821739422453138 0.0015521340568104916 -0.0017825610245382842 0.00080891056012434516 0.0011487920146755317 -0.00051862011599733253 -0.0022326743065499573 0.0016903945711612856 0.0012084400027599052 -0.0019467666563695524
leaf_weight=2.0934405028820029 33.321825604885817 5.9444867148995444 3.7166538015007964 2.7322786822915068 2.8622866049408904 4.9099044874310485 6.6111789904534808 4.4108961671590787 1.1830438300967205 2.7934316806495216 3.1192748099565497 2.0409856587648383 1.8406138643622387 4.5687954239547244 13.808940317481762 5.5865609161555758 9.60880149155855 3.3306381888687602 2.7740798518061629 4.2475301325321189 2.8303485624492213 12.18710643798112 9.6752949133515376 3.9139464572072002 1.7326003536581982 2.5199503675103196 4.47244289517403 2.8337777480483055 2.684739924967289 90.661120288074017
leaf_count=23 464 126 34 51 27 26 96 43 7 20 26 12 15 46 140 37 116 30 21 46 23 100 128 30 16 19 33 19 22 2114
internal_value=0 -0.00121613 0.000603285 0.00107799 0.00125036 -0.00156425 -0.000392529 0.00142386 -0.00164854 -0.000517226 -0.00088142 0.00175062 0.00190769 -0.00029511 -9.62871e-05 -0.000767771 -0.000443876 0.000168613 -0.000536449 -0.00184321 0.000544305 0.000829438 -0.00119746 -0.000789094 -0.00133736 0.00119732 -0.00136271 0.000199569 -0.00039582 -0.00188188
internal_weight=0 178.387 76.63 52.7274 49.9951 125.387 52.9998 47.1328 120.477 50.9063 24.3856 37.2034 35.1624 44.2951 39.7263 19.3955 23.9026 14.2938 10.9632 96.0917 20.3308 17.5374 21.2663 15.3218 11.4079 14.7071 7.24652 9.92941 7.09564 94.9087
internal_count=3910 3023 887 653 602 2519 504 575 2493 481 326 491 479 385 339 177 234 118 88 2167 162 142 300 174 144 119 54 84 65 2160
is_linear=0
shrinkage=0.00212165


Tree=107
num_leaves=31
num_cat=0
split_feature=1 12 12 3 40 39 47 4 50 4 4 43 1 3 150 0 16 1429 4 4 0 457 48 42 4 132 4 4 11 52
split_gain=28.9009 8.27039 6.69028 5.87343 5.5355 4.99687 4.99409 5.98144 6.40022 4.10206 4.0194 3.51144 3.15811 3.12742 3.33375 2.63831 2.58071 2.57574 2.54171 2.37459 2.24836 2.2417 2.43603 2.17173 2.15849 2.08879 1.82942 2.50762 1.69395 1.47102
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.16699000000000003 0.34489500000000001 0.15608500000000003 0.10887000000000001 -0.03614499999999999 0.11581000000000001 -0.15796999999999997 0.39574000000000004 -0.079109999999999986 0.085990000000000011 -0.016619999999999996 1.0000000180025095e-35 0.048950000000000007 0.054425000000000008 0.084710000000000021 0.0057500000000000008 -1.0000000180025095e-35 -0.098179999999999976 0.083995000000000014 0.083775000000000002 -0.0060199999999999993 0.28937500000000005 0.079995000000000011 0.15045000000000003 0.17888000000000001 0.080070000000000016 -0.072349999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 5 23 6 7 16 11 28 21 25 15 -14 20 17 -3 -1 -16 -13 -15 26 -23 -2 -21 -9 -11 -28 29 -4
right_child=1 3 9 -5 -6 -7 -8 8 -10 10 -12 19 13 14 18 -17 -18 -19 -20 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015937365569912195 1.240672273406265e-05 0.00034266346063004376 0.0014888505464058655 0.0017319858018480232 -0.0025630660432381766 0.0023166359656271924 -0.0015909784483913755 -0.0012931029890469866 -0.0023046223395610447 -0.0018082568441682913 0.0018773097387071759 0.0034348771999549057 0.0015166288112374506 -0.00028613806313630702 -0.00029056330211819242 0.0002852782527723074 -0.0021679076266464207 0.00074680060331627979 0.0020026121864009697 7.1506656752723104e-05 -0.0020022944807363222 -0.0017885668047066382 0.00048669547913667601 0.0020865085279717474 0.0016054945080838153 0.0010571612486858365 0.0011445255182931727 -0.0014737162604577072 -0.0016308190971403552 -0.0003649064450227254
leaf_weight=18.494642352685339 2.3596160151064423 2.2543904222547955 2.4247130639851084 6.9351789467036715 1.2551727667450894 2.9049470685422412 11.033210676163433 4.349047705531123 3.0953143909573546 76.194609925150871 1.3540180176496495 1.8100879415869737 4.3804020211100605 7.4809053689241436 4.7526414319872838 4.9512787051498881 6.3185519278049469 2.127569966018199 3.3397784233093262 6.1698471717536512 5.2876593247055999 3.5855814516544333 4.085406880825758 15.545243222266437 9.3842609971761686 2.3712715432047844 2.0321744084358206 5.5076187588274479 2.8573356866836539 6.1260683834552756
leaf_count=265 25 22 15 96 8 32 121 37 38 2073 11 15 39 57 37 37 113 18 22 47 69 64 31 276 125 32 20 80 36 49
internal_value=0 0.000382447 -0.00113555 -4.64963e-06 0.00152648 -0.000247025 -0.000406203 -4.0585e-05 0.00042217 -0.00142788 -0.00156807 0.000772614 -0.000536289 -3.07923e-05 -0.000355721 -0.00103522 -0.00150771 -0.00135227 0.000655841 0.00125114 -0.000996825 -0.0016191 -0.00057681 0.00181317 0.000997008 -0.00046381 -0.00171459 -0.000768031 -0.000287971 0.000160756
internal_weight=0 75.7861 154.982 56.6261 19.16 49.6909 46.786 35.7528 27.1798 104.168 92.7594 24.0845 50.8149 25.2414 20.861 25.5735 8.57294 20.6222 8.09242 17.3642 12.7686 91.4054 7.67099 17.9049 15.5541 6.72032 83.7344 7.53979 11.4081 8.55078
internal_count=3910 987 2923 678 309 582 550 429 294 2379 2279 256 544 224 185 320 135 283 59 187 126 2268 95 301 172 69 2173 100 100 64
is_linear=0
shrinkage=0.00201447


Tree=108
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 52 52 15 11 52 480 2 15 0 133 49 52 48 1 15 130 133 133 40 43 49 15 48 49 150
split_gain=30.7547 9.5497 6.99132 6.28656 6.49616 5.87906 5.26598 4.5036 5.47937 3.99765 3.81543 3.13127 3.12999 2.63518 2.45491 2.44496 2.61196 2.76096 2.23311 4.08289 2.03511 5.18461 1.90611 2.43889 1.8345 1.7614 1.7387 2.87356 2.59872 1.49213
threshold=0.10398500000000001 1.0000000180025095e-35 0.084155000000000021 -0.11266 0.084925000000000014 -0.24456499999999998 0.13709500000000002 0.079360000000000014 0.08184000000000001 -0.092854999999999979 0.086640000000000009 0.11500500000000001 -0.24219999999999997 -0.037619999999999994 0.024320000000000005 -0.082494999999999985 0.11588000000000002 0.086285000000000014 0.092550000000000007 -1.0000000180025095e-35 -0.081624999999999989 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088185000000000013 -0.47013499999999991 0.035895000000000003 0.12862000000000004 -0.075429999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 20 -2 10 8 14 -6 26 -8 -4 22 24 -11 17 -17 19 -3 21 -5 -14 -24 -1 -22 27 -7 -28 -25
right_child=2 18 12 4 9 6 11 -9 -10 15 -12 -13 13 -15 -16 16 -18 -19 -20 -21 25 -23 23 29 -26 -27 28 -29 -30 -31
leaf_value=0.0020573976201716678 -0.0013870211229834398 -0.00222841072287637 0.0024814199658102559 0.0019969163759605041 -0.0023230384526992547 0.002308894183200628 -0.0022712013252914297 -0.0021831427462479513 -0.0020528064491095602 -0.0018527621044240885 -0.0019204189847103707 0.0011448542836410629 -0.0026336688018866778 0.0014895155589413061 -0.00077289665963454492 0.0018680738170553587 -0.0014474651921664787 -0.00037174225770448822 0.0019591166900788941 0.002098810805546671 0.00063149370010995602 -0.002514676107510644 0.0014638667461739851 -0.0027541844377450587 -0.00017804532119795432 -0.0019710223761764084 0.0022734065191494274 -0.00077168550348697567 -0.00080615410957810181 -0.00068328463589358208
leaf_weight=8.1681787893176132 4.4866945408284655 2.5534369647502899 1.8385118730366254 2.5222280584275723 5.0784419476985958 27.919247891753916 3.053225763142108 5.2099642530083647 4.2406225856393567 3.1767052263021514 1.4848086461424816 2.7984172366559505 3.2510568052530351 2.6134637519717172 3.3569890372455111 6.8759068027138657 3.2985842339694509 5.3054800480604172 5.5466246046125889 2.2164274938404542 1.4374429881572712 3.0769297629594794 2.450651999562985 2.3557448461651882 2.6443296261131755 91.142931403592229 3.008035235106945 1.7510394006967533 2.9567905999720088 9.6439095698296882
leaf_count=66 68 33 18 26 73 444 35 102 70 26 11 28 29 25 39 47 34 31 69 15 11 67 24 22 18 2296 29 11 27 116
internal_value=0 -0.00121612 0.00064879 -0.00136986 -0.00158326 0.00115387 0.00141917 -0.000268394 0.000273469 -0.000488106 0.0017434 -0.000637549 -0.000433233 -0.000697012 0.000969673 1.13721e-05 0.000393918 0.000892545 0.000952673 -0.000217667 -0.00184802 -0.000482359 -0.00101984 -0.000656752 0.00151069 -0.00193061 0.00189606 0.00212709 0.000746855 -0.00108984
internal_weight=0 155.851 69.6116 145.535 121.915 47.4583 42.9716 23.6201 18.4101 23.7351 37.1199 5.85164 22.1533 20.3148 14.1695 18.6567 15.48 12.1814 10.3165 4.76986 98.1795 5.59916 17.7014 14.4503 10.8125 92.5804 35.6351 29.6703 5.96483 11.9997
internal_count=3910 3023 887 2906 2611 653 585 295 193 211 522 63 234 216 123 138 112 78 117 48 2400 93 191 162 84 2307 511 455 56 138
is_linear=0
shrinkage=0.00233271


Tree=109
num_leaves=31
num_cat=0
split_feature=1 123 4 484 3 0 49 15 11 2 3 52 16 11 133 0 48 13 13 133 49 15 150 42 403 129 1 4 1 52
split_gain=12.4746 4.57084 3.61512 3.57661 4.41131 3.89077 3.69475 3.28974 3.69207 3.2837 2.7537 2.67238 3.16729 2.93208 2.65907 2.58257 2.4858 3.11344 3.86571 2.44253 2.32842 2.17271 2.0594 1.8253 1.77351 3.58423 2.20445 2.96483 1.57943 1.49933
threshold=0.10398500000000001 1.0000000180025095e-35 0.51224500000000017 -0.0043499999999999988 -0.11266 -0.10071499999999999 -0.085974999999999982 0.079360000000000014 0.08184000000000001 0.14808000000000002 0.13772500000000001 0.17829500000000004 0.13514000000000004 0.088315000000000018 -0.0023199999999999996 -0.042499999999999989 0.091555000000000011 -0.073069999999999982 -0.082249999999999976 0.024320000000000005 -0.045004999999999996 -0.11739999999999999 0.10139000000000002 0.095385000000000011 0.03138500000000001 0.0041150000000000006 0.08844500000000001 -0.076329999999999995 0.10884000000000001 0.62951500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 22 7 6 -6 8 19 11 16 12 13 15 -3 20 24 18 -18 -5 -2 -8 -1 -14 -7 26 -26 -28 -22 -13
right_child=2 14 -4 4 5 10 21 -9 -10 -11 -12 29 23 -15 -16 -17 17 -19 -20 -21 28 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0033350570139258685 0.002370366716230028 -0.0027665894524846525 0.0030507330769865607 0.0026164248872327352 -0.003378033598785162 -0.0027439949122530184 -0.0018866465975999071 -0.0026724815770660586 -0.0024878093772920779 0.0026544489088255346 0.0010341199436044515 -0.0035298455676343759 -0.0021283002560346957 -0.002145656921446457 0.0019164987261521234 0.0035697823880073017 -0.0011959061936111504 -0.0031915335742133026 0.0061391151930855889 -0.001035925272514769 0.0020346982123384586 0.00073910915106908351 0.0025941047833734528 0.0012893744364867446 -0.0032866616396660174 0.0025651572871379477 0.0060039040700979257 -0.0033822859500470129 -0.00051790370566951794 0.00039404904645107844
leaf_weight=12.545201981440183 6.0432633645832583 1.5133512225002048 5.2197177838534108 7.9642857704311627 3.6380755770951536 38.143865948542953 4.1274241879582449 3.1757064927369347 2.5501308571547261 5.1455846056342116 2.7405629083514205 3.1647253576666108 7.0671454183757287 3.0367734879255286 6.2779293823987237 3.7763075642287793 1.6690195426344874 1.9443064797669638 1.2743648719042537 2.395394291728735 3.1003695093095276 13.654387896880504 0.6181962154805668 2.0211224481463432 4.9354942645877582 2.0059550274163485 0.67270888201892376 0.68117053434252717 11.409424740821121 1.4182602725923059
leaf_count=508 97 29 165 67 48 1470 74 82 63 102 16 56 138 31 88 87 38 71 18 30 44 140 7 26 195 37 20 22 131 10
internal_value=0 -0.00133657 0.000549082 -0.0015109 -0.0012887 -0.00161001 -0.00046613 0.000219157 0.000930476 0.000266339 -0.00206318 -3.31002e-05 0.000253845 0.000792542 0.00100687 0.00115929 -0.00222856 -7.73039e-05 0.00197986 0.00177192 0.000716394 0.000129632 -0.0030566 -0.00136825 -0.00245498 -0.00112602 -0.0023033 0.00128148 2.75216e-05 -0.00231555
internal_weight=0 112.528 51.4027 104.736 91.5729 75.4873 21.4199 16.0855 12.9098 46.183 54.0674 41.0374 36.4544 27.3661 7.79128 24.3294 51.3269 4.88769 2.94338 10.3597 20.5531 17.7818 13.1634 9.08827 46.4392 8.29533 6.28937 1.35388 14.5098 4.58299
internal_count=3910 3023 887 2906 2391 2149 262 242 160 722 1887 620 554 390 117 359 1871 127 56 97 272 214 515 164 1744 274 237 42 175 66
is_linear=0
shrinkage=0.00317133


Tree=110
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 3 4 38 2 3 123 133 15 48 160 49 160 16 475 1 150 12 16 3 15 11 1 2 4
split_gain=43.3507 11.3943 9.47073 8.03312 8.03892 9.49175 5.48749 4.84578 4.62398 3.813 3.66527 3.964 4.75919 3.6047 4.65351 3.26951 2.98438 2.84132 2.69446 3.48639 2.6446 2.32392 2.2319 1.97075 1.78095 2.21421 2.21868 2.05496 2.03956 1.9625
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.086785000000000015 -0.17479499999999998 0.11551000000000002 0.097615000000000021 0.39574000000000004 0.13219500000000003 0.13215000000000002 -0.15121499999999996 1.0000000180025095e-35 -0.0023199999999999996 0.024640000000000006 0.12862000000000004 -0.079234999999999986 -0.080034999999999981 0.084100000000000022 0.081265000000000018 -0.061639999999999993 0.14000500000000002 0.090145000000000017 0.11215000000000001 -0.081054999999999974 -0.11266 0.024640000000000006 0.08184000000000001 0.07585500000000002 0.092745000000000008 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 4 -3 9 7 16 -2 13 -1 18 -13 14 15 -6 17 -4 19 -12 -5 -21 -17 -15 25 26 27 28 -18 -26
right_child=1 3 6 20 5 -7 -8 -9 -10 -11 11 12 -14 23 -16 22 24 -19 -20 21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0011184967186508897 0.0020788248892309137 -0.0019039092623566493 -0.0015838761662846437 -0.0014125003055184971 -5.5268044072326355e-05 -0.0025566926938414263 0.00060869269621949035 0.0021075111259896201 -0.0018938032843999161 0.002453384457235335 0.0010776031764367059 -0.0024160081339324904 0.0012141769366454255 0.00064172890333813394 -0.0017366391878839136 0.0024017885777672856 -0.0022084493181170504 0.00061902680883425061 -0.0022996911316024984 -0.0014227122873738183 0.00065365289539885847 0.00023089279353415506 -0.00014218455735536694 -0.0017766013580992406 -0.0020504318454771997 -0.0023128972154040865 -0.002389574092410013 0.0016730608857594418 0.00055441780665607795 -0.00075743547264405702
leaf_weight=5.6354543492197982 21.813655853271488 5.3487449474632731 6.8212765604257566 16.748715534806255 4.2926463410258355 3.3592824824154368 4.9412717372179022 1.528648868203162 1.4543590024113644 8.9767034761607629 4.0363549999892738 2.1225150786340228 8.0711897201836091 3.0495292097330093 2.1654126569628707 12.871442940086128 2.3825458921492082 4.5367919057607651 6.7053542360663405 19.457594640553001 3.4821574091911307 4.9638883471488944 1.8334349170327175 3.2280717007815829 90.363978791981936 5.1490629874169818 2.3453660123050213 2.371183343231678 2.6004274114966393 5.8140319548547259
leaf_count=38 299 84 85 176 38 33 25 11 10 110 27 27 63 16 12 141 26 31 92 184 23 28 16 29 2051 94 33 17 17 74
internal_value=0 0.000534168 -0.00130919 7.26431e-05 0.000579035 0.000912916 -0.0016206 -0.0017095 0.00183052 0.00123297 -0.000522275 -0.000726135 0.000458306 0.00083373 0.00125956 0.00160108 -0.00175717 -0.000703963 -0.0010695 -0.000779639 -0.00105687 -0.0010866 0.0020846 -0.000601826 -0.00186492 -0.00116958 -0.000562636 2.00058e-05 -0.000766612 -0.00197227
internal_weight=0 88.6242 179.847 65.3561 45.1253 39.7765 128.855 123.913 23.268 36.4172 50.9924 45.3569 10.1937 27.4405 21.1629 18.9975 122.385 11.3581 35.1632 28.4578 20.2309 24.4215 14.7049 6.2776 111.027 14.8486 9.69952 7.35416 4.98297 96.178
internal_count=3910 987 2923 678 479 395 2464 2439 309 362 459 421 90 252 207 195 2428 116 331 239 199 212 157 45 2312 187 93 60 43 2125
is_linear=0
shrinkage=0.0021572


Tree=111
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 15 4 48 3 123 133 3 52 123 42 16 475 3 0 49 52 150 11 1429 0 3 0 148 1
split_gain=36.7897 9.40942 8.99386 8.46765 6.08844 4.72586 4.59761 4.50914 3.94908 3.71153 3.68712 4.03346 3.21248 2.94909 2.85801 2.78984 2.69563 3.34297 2.39793 3.18843 2.56753 2.2856 2.23372 2.20551 2.11813 1.85249 2.58985 1.35834 1.19837 1.16846
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.27466499999999994 0.11551000000000002 0.097615000000000021 0.085950000000000013 0.39574000000000004 0.12862000000000004 -0.15121499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.16699000000000003 0.016565000000000003 0.08128500000000001 -0.085679999999999992 0.081265000000000018 -0.061639999999999993 -0.100615 -0.060094999999999989 -0.47013499999999991 0.12539500000000003 0.090145000000000017 1.0000000180025095e-35 0.084895000000000012 -0.11287999999999999 -0.080244999999999997 -0.079019999999999993 -0.080629999999999993 0.11634000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 27 6 7 8 18 21 -1 16 -12 14 -8 15 -3 17 -11 19 24 -20 28 -19 -21 -4 26 -22 -2 -5 -23
right_child=1 12 5 4 -6 -7 13 -9 -10 10 11 -13 -14 -15 -16 -17 -18 22 20 23 25 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015285770111518329 0.00051353257054004015 0.0013223634822258502 -0.0025546403894287479 0.0005778168620053821 -0.0017106995280186535 0.00068570106570024108 0.001000896845764681 0.0026366286696082866 -0.0014302677195796977 0.0014539216666684968 -0.0026761683796481354 0.0015787724658329338 0.0015717536315522525 -0.0026460366760815116 0.001318213370456675 -0.001981800582812907 -0.0028528587652339472 -0.0016962175458281627 0.0017067492668195626 0.00080775110270081519 0.0013849771741323779 -0.00063717888965751938 0.00038305506771223804 -0.0021751695068115266 0.0012432833812711049 -0.0024582813271296767 -0.002956996479976473 -0.0029989917856829006 0.0027265046875843101 0.0020783447041096714
leaf_weight=5.4469246342778197 1.0237870961427686 2.1085868738591733 11.112931810319425 1.9965586140751828 3.8138048835098735 4.7279021963477126 5.3237126842141143 1.4605955556035031 2.0922197327017775 3.7999390885233906 2.066269975155592 7.3982439413666707 3.6606820970773688 2.3029063753783703 2.8735202550888053 15.260680496692659 6.2226540856063357 18.347994036972526 1.1333225890994061 6.1701404415070993 2.1935504227876663 2.5409263744950286 4.7065292783081523 2.535449355840683 1.1773951463401306 83.310976400971413 1.8241230770945538 3.6219853777438393 32.737804748117924 2.0967019908130169
leaf_count=38 8 15 207 23 43 25 45 11 13 27 28 62 31 20 31 172 92 184 7 40 20 19 28 31 10 2087 26 78 467 22
internal_value=0 0.000670564 -0.00154403 0.00126035 0.00156641 -0.00195066 0.001821 -0.00206304 0.0021744 -0.0005641 -0.000832042 0.000649844 -0.000749419 -0.000100318 -0.00116918 -0.00158068 -0.00125606 -0.000886054 -0.00212575 -0.00130772 -0.00231991 0.00236595 -0.00127174 -6.10061e-05 -0.0021908 -0.00237216 -0.000586386 -0.00222494 0.002603 0.000590527
internal_weight=0 81.4539 163.635 57.5504 52.9046 115.646 49.0908 110.918 41.4642 47.9886 42.5416 9.46451 23.9035 7.62662 20.2428 17.3693 33.0771 26.8545 109.458 20.9959 88.462 39.372 23.0545 8.70559 12.2903 87.3286 4.01767 4.64577 34.7344 4.63763
internal_count=3910 987 2923 738 652 2464 609 2439 544 459 421 90 249 65 218 187 331 239 2428 288 2140 531 212 71 217 2133 46 86 490 41
is_linear=0
shrinkage=0.00269255


Tree=112
num_leaves=31
num_cat=0
split_feature=1 12 150 4 40 3 150 39 0 47 50 4 0 403 393 475 151 42 16 160 484 42 52 51 1213 52 3 1 128 0
split_gain=12.6411 4.46512 3.75597 4.06542 3.74434 3.52355 3.52155 3.50466 3.30847 3.20316 3.52508 3.66182 3.09521 2.78345 3.57419 3.03973 2.69233 2.58618 2.44915 2.39941 2.32127 2.87447 2.47756 2.61748 2.53561 2.68431 2.51682 2.29083 2.2587 2.00747
threshold=0.10113500000000002 -0.071274999999999991 0.083205000000000015 0.0057500000000000008 0.34489500000000001 0.16699000000000003 0.086420000000000011 0.15608500000000003 0.059810000000000009 0.11603500000000001 0.11515000000000002 -0.03614499999999999 -0.060094999999999989 -1.0000000180025095e-35 0.085075000000000012 -0.086424999999999988 -0.40391999999999995 -0.14127499999999996 0.054425000000000008 -0.079234999999999986 -0.0043499999999999988 -1.0000000180025095e-35 0.16064500000000001 -0.10145999999999998 -1.0000000180025095e-35 0.0033900000000000002 -0.082394999999999982 0.085990000000000011 0.089290000000000022 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 28 7 27 9 13 10 11 18 -8 15 20 -1 -13 -18 -3 -19 -15 -22 23 -23 -25 26 29 -4 -2 -26
right_child=1 5 3 -5 -6 -7 12 -9 -10 -11 -12 16 -14 14 -16 -17 17 19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0035590786167159364 0.0034202706531328746 0.0016501032619711711 -0.0012270826552515384 0.0024083370786174263 -0.0042910108500215467 0.0028239537919124802 -0.0035669536274210685 0.0040869043622688639 -4.0481562907303202e-05 -0.0027378684082725088 -0.0039965386578219913 -0.0043694933963738594 0.0036116262937226371 -0.0035347688204102733 0.0029820435351313136 -0.0037102557987222975 -0.0030424090869434319 -0.0011378889953186848 -0.0037499250369260788 0.0023447000207013134 -0.0032774286636928435 -0.0038094438638291155 -0.0033820965555046247 -0.0037094018345035472 -0.0038191957913154989 0.0017231908939443594 -1.6316181271574331e-05 0.0038484618767630442 -0.0029910547263006814 0.0022641747527056672
leaf_weight=0.78227286040783184 10.948865996673698 1.4968498796224583 2.3721448890864867 5.8715983908623448 0.99199763685464937 5.0819702334702006 6.7684191316366205 2.1630915664136401 11.393197348341344 7.4758263789117327 2.7163683287799349 1.1372565180063343 0.88202887773513694 9.6361283231526595 2.000869568437337 16.73292522225529 1.6065413877368069 3.1176465321332349 4.0261307004839182 14.637506004422884 10.479613997042177 3.3401554562151423 5.5495483484119168 2.8065134305506971 4.6223499141633511 7.5120002683252087 14.389013260602956 2.2522005643695593 0.76368578150868494 0.83152108453214069
leaf_count=6 295 16 27 67 8 96 154 32 111 102 48 9 10 414 35 838 12 44 114 205 370 104 202 135 133 90 195 24 6 8
internal_value=0 0.000553083 -0.00155444 -5.83918e-05 0.00243277 3.58958e-06 -0.00123834 -0.000369887 -0.00185583 -0.000636094 -8.93501e-05 0.000318512 -0.00273933 -0.0021187 -0.00175592 -0.00338559 0.00102035 0.00133693 -0.0022864 0.00173319 -0.00191615 -0.00160125 -0.00115144 -0.000781926 -0.00044665 -0.000111904 -0.000806623 0.00124487 0.00300224 -0.0028917
internal_weight=0 56.1637 108.223 18.1464 12.7045 43.4592 12.2748 38.3772 90.0761 36.2141 28.7383 26.0219 7.65045 78.6829 61.1677 17.5152 20.499 19.3617 5.52298 17.7552 59.1668 49.5307 39.0511 33.5016 30.1614 27.3549 19.8429 4.62435 11.7126 5.45387
internal_count=3910 987 2923 282 309 678 215 582 2641 550 448 400 164 2530 1686 844 270 261 130 249 1651 1237 867 665 561 426 336 51 301 141
is_linear=0
shrinkage=0.00360442


Tree=113
num_leaves=31
num_cat=0
split_feature=1 12 12 3 147 4 4 4 48 38 39 16 0 160 3 1 150 12 0 484 457 151 1 13 160 4 150 0 15 4
split_gain=34.3714 9.78972 8.686 6.356 5.49811 5.65105 4.38833 4.65402 4.37283 4.19446 3.99428 4.16124 4.14071 3.6807 3.33038 3.2783 4.268 3.07225 4.03148 2.85804 2.34712 2.11188 2.29865 2.08457 2.04449 2.01168 3.22002 1.94511 1.8894 1.82909
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.16699000000000003 1.0000000180025095e-35 0.50657000000000008 -0.15796999999999997 0.39574000000000004 -0.09386499999999999 0.13219500000000003 0.15608500000000003 0.032820000000000009 -0.045139999999999993 -1.0000000180025095e-35 -0.15121499999999996 0.085990000000000011 1.0000000180025095e-35 0.09112000000000002 -0.22851499999999997 -1.0000000180025095e-35 0.083995000000000014 -0.083919999999999981 0.081540000000000015 -0.09547499999999999 -0.010664999999999999 0.0057500000000000008 0.087515000000000023 -0.084304999999999977 -1.0000000180025095e-35 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 14 4 5 10 19 20 -6 -2 11 12 13 -3 -1 28 24 18 -15 -4 23 22 -22 27 -17 26 -18 -8 -16 -21
right_child=1 3 6 -5 8 -7 7 -9 -10 -11 -12 -13 -14 17 15 16 25 -19 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012249488552765625 0.002195405038859872 -0.0025403137289600705 -0.0026794343822071501 0.0020280804404106344 -0.0012149967604983985 0.0015568983818879157 -0.001475952910661845 0.0023210569618457872 0.0026132280354349809 -0.0020476418357440796 0.0026568968932697765 -0.0021102989985201316 0.0021613252969603144 -0.0010412751532025938 -0.0021608096942343827 0.00023416195097784051 0.0019759001575735359 -0.00132257477482909 0.0023931695336709764 -0.0012253958965250512 -0.0026178714080713262 0.00065204760692194456 0.0010843154406920701 -0.0021356809725412772 -0.0015522647171709032 0.0024470188483173279 -0.001630819003114741 0.0012166791213441615 -0.00063670747932919583 0.0008757877515767217
leaf_weight=5.3950392231345168 19.161874875426296 5.109000381082299 2.3504855558276168 7.647521384060382 2.2489889338612556 5.8332642130553713 10.264032874256371 1.4356600120663632 5.7095130085945121 1.3484747856855381 1.6291697472333897 13.086583027616141 2.8423954211175504 3.4428966715931892 9.759684983640911 5.3940390795469275 2.726516015827654 7.2855886556208134 3.9899921044707245 3.3752555772662154 3.6914107017219067 3.5268932096660119 1.2022149637341497 80.956633683294058 9.6826829612255114 3.6328320354223251 2.6292891800403595 1.6894927695393551 8.0064258575439435 6.6618884354829779
leaf_count=38 299 56 28 96 20 79 160 11 62 10 14 202 30 25 134 49 25 64 30 31 69 28 9 2066 88 23 20 13 82 49
internal_value=0 0.000533067 -0.00133436 5.07291e-05 -0.00024475 -0.000571819 -0.00167879 -0.00183639 0.00153141 0.00191644 -0.000903962 -0.00106621 -0.000463484 -0.000839768 -0.000494551 -0.000716316 -0.000156988 -0.000249483 0.000802343 -0.000371306 -0.0018953 -0.000719713 -0.00170836 -0.00200184 -0.00091313 0.0011113 0.000205278 -0.00109538 -0.00147396 0.000169209
internal_weight=0 79.3353 162.38 58.8249 51.1774 43.2189 115.154 102.766 7.9585 20.5103 37.3856 35.7565 22.6699 19.8275 47.2265 41.8315 24.0654 14.7185 7.43289 12.3876 101.331 8.42052 4.89363 92.9102 15.0767 8.98864 5.35581 11.9535 17.7661 10.0371
internal_count=3910 987 2923 678 582 500 2464 2356 82 309 421 407 205 175 459 421 205 119 55 108 2345 106 78 2239 137 68 45 173 216 80
is_linear=0
shrinkage=0.00232538


Tree=114
num_leaves=31
num_cat=0
split_feature=1 12 12 3 40 147 4 48 39 4 16 4 0 160 12 0 14 3 376 0 16 1 457 151 1 13 42 48 4 13
split_gain=23.7456 7.18014 6.14118 5.3671 5.01229 4.49072 4.53971 4.43222 3.68475 3.58353 3.54062 3.41392 3.30942 3.17921 3.00779 3.59131 2.62748 2.90188 2.85911 3.34564 3.17751 2.64158 2.35789 1.99279 2.21557 1.88718 1.81481 1.77486 1.62044 1.9111
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.16699000000000003 0.34489500000000001 1.0000000180025095e-35 0.50657000000000008 -0.09386499999999999 0.15608500000000003 -0.15796999999999997 0.032820000000000009 0.39574000000000004 -0.045139999999999993 -1.0000000180025095e-35 0.09112000000000002 -0.23129999999999998 0.077685000000000018 -0.14818499999999998 0.048695000000000009 -0.10071499999999999 -0.008734999999999998 0.085110000000000005 0.083995000000000014 -0.083919999999999981 0.081540000000000015 -0.09547499999999999 -0.0060199999999999993 0.084905000000000022 -0.52333999999999992 -0.23438999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 16 5 26 6 8 -7 10 28 12 22 13 -3 15 -15 17 -1 19 20 21 -19 25 24 -24 -11 -2 -23 -4 -30
right_child=1 3 9 -5 -6 7 -8 -9 -10 11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0015212846585443082 0.00012339927871479048 -0.0026471599518392086 -0.0021914276353155069 0.0021113659706436388 -0.0030513016336337307 -0.0014903960040231149 0.0015387490737969966 0.0027396312637041837 0.0028494006204233691 -0.0010425591189012488 -0.0021831355570322646 0.0022546481334771414 0.0021539036866845937 -0.0012534841255724054 -0.0014403070801947593 0.0023602583951078024 -0.0028001313086172927 -0.0021433426755244371 0.001013362949536172 -0.001923637275946696 0.0023890761899312885 0.0013315883712720893 -0.0027210812168621621 0.00088376229470461766 0.0012335313417826648 -0.002154793852416177 0.0025402097713938944 -0.000708940033025218 0.0024480698698628625 -0.00041535120840864153
leaf_weight=4.4270534962415686 2.1663181111216536 4.4931571464985636 2.224736299365758 6.4930426217615596 1.1701786443591107 2.1076879315078259 5.1699637509882441 5.1138641498982897 1.4844916500151146 10.714196465909479 11.704072766005991 1.2297668606042851 2.5027391128242078 2.8091757968068123 6.6406834814697504 4.0401625670492596 2.8306891396641722 4.8659174814820352 5.665666375309228 11.553838402032854 2.4098607823252669 4.00820194929838 3.1645671203732491 3.2707769162952891 1.1689464598894117 64.699434604495764 13.785902421921493 7.150401659309864 1.7518740631639946 7.0817457102239123
leaf_count=34 25 56 24 96 8 20 79 62 14 173 202 11 30 23 64 32 36 70 56 170 18 28 69 28 9 2066 276 47 10 74
internal_value=0 0.000471775 -0.00128563 2.20345e-05 0.0018523 -0.000272459 -0.000602915 0.00150505 -0.000931719 -0.00163282 -0.00110609 -0.00180527 -0.000490752 -0.000858811 -0.000263161 0.000878124 -0.000514533 -0.000353114 -0.000585853 -0.000887992 -0.000238897 -0.000634107 -0.00186541 -0.000562646 -0.00165434 -0.00199678 0.00221201 2.40235e-05 -0.000319039 0.000152519
internal_weight=0 69.6814 138.218 52.559 17.1224 46.066 38.8444 7.22155 33.6745 95.306 32.19 84.2477 20.4859 17.9832 13.49 6.84934 42.9116 40.0809 35.6539 29.9882 18.4344 16.0245 83.0179 7.60429 4.33351 75.4136 15.9522 11.1586 11.0584 8.83362
internal_count=3910 987 2923 678 309 582 500 82 421 2464 407 2356 205 175 119 55 459 423 389 333 163 145 2345 106 78 2239 301 75 108 84
is_linear=0
shrinkage=0.00245468


Tree=115
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 9 151 50 132 3 47 15 147 3 52 41 16 38 15 1456 13 52 4 160 3 130 43 394 13 1
split_gain=12.755 8.47824 4.55176 3.51306 3.46911 3.08609 3.01822 2.70445 2.47922 2.55497 2.42658 2.20099 3.77449 2.13351 2.15493 2.2492 2.11226 2.02829 2.01145 1.96214 1.90688 1.76121 2.51033 3.39064 1.7403 1.72263 2.18698 1.8205 1.7303 1.66819
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 -0.016839999999999997 -0.086769999999999986 0.11901000000000002 0.082150000000000015 0.16699000000000003 0.096475000000000019 0.085950000000000013 0.088565000000000019 -0.100615 -0.12272499999999999 0.078535000000000008 -0.0083999999999999995 1.0000000180025095e-35 -0.098459999999999978 -1.0000000180025095e-35 -0.42334499999999992 -0.08799499999999999 -0.0021099999999999995 -0.083654999999999993 -0.086589999999999986 -0.082634999999999986 0.0016850000000000001 -0.47621999999999992 -0.094679999999999986 0.10305000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 24 -1 18 10 9 11 -4 12 17 14 -6 16 29 19 -7 -8 -11 -21 23 -23 -3 26 -15 -27 -29 -16
right_child=2 3 7 -5 13 6 8 -9 -10 20 -12 -13 -14 25 15 -17 -18 -19 -20 21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0027619246897808347 -0.0027773428346313236 -0.0011126292789978304 0.0026150125794433725 0.0007978903408171951 -0.002589891293392601 -0.00026280900600433166 -0.0031099515420569381 -0.0014934209600484935 0.0017413022533615805 -0.00029136192041070546 0.00018173322371079365 -0.0029975776054806014 0.0034790997756112708 -0.0022261268967906089 -0.0017850441028442506 -0.0029658192097644044 0.0014102757016148722 -0.0031916236285624068 0.0029330870774824411 -0.0017317960513401527 0.0030427143308335721 -0.0023713046111669815 -0.00091917912756237408 0.0018371928633217646 0.0022861020055316905 0.0035474642877298553 0.0022878556760517563 -0.00091639120647758114 -0.0023830055854496754 0.002121712658500881
leaf_weight=2.7407084163278332 1.8849945105612302 2.1869867797940969 13.892814179882413 4.8536018244922152 4.4404372796416309 2.651402186602354 2.4084715228527811 1.8141859769821156 3.5430294629186383 3.1345095876604319 4.0852276086807242 3.5676524285227051 1.5824273675680149 1.7450711149722331 4.4435998778790236 2.1150505375117055 5.3175083938986045 2.7487018331885329 3.5454747155308715 6.825082195922735 2.2843726128339759 1.8466728050261734 12.616008376702666 7.319358890876174 2.4724871143698683 0.42905640788376231 1.5710924714803693 7.1249072141945353 47.550790166482329 1.0387133657932279
leaf_count=57 20 24 348 33 141 34 44 18 47 34 40 56 14 50 103 54 59 44 47 101 43 23 134 74 22 14 16 144 2066 6
internal_value=0 -0.00094187 0.0013437 -0.00149517 -0.00163353 -0.000111258 -0.000256886 0.00173618 -0.000492791 -0.000671336 0.00206209 -0.000919966 -0.000710267 -0.00177646 -0.000922031 -0.000348581 0.000163983 -0.000906609 0.00156569 -0.000704104 0.00111414 -0.000501552 -0.000116074 0.00098931 0.000690862 -0.00203029 -8.7546e-05 -0.0021472 -0.00219189 -0.00104485
internal_weight=0 142.103 21.6772 85.2893 80.4357 56.8139 54.0732 19.7922 47.8763 44.3333 17.978 38.9144 35.3467 75.7762 17.3553 12.9149 10.7998 33.7643 6.19688 31.0156 5.41888 28.6071 21.782 9.16603 4.65947 58.4209 3.31616 55.1048 54.6757 5.48231
internal_count=3910 3484 426 2732 2699 752 695 406 614 567 388 490 434 2653 363 222 168 420 81 376 77 332 231 97 46 2290 66 2224 2210 109
is_linear=0
shrinkage=0.00277541


Tree=116
num_leaves=31
num_cat=0
split_feature=12 4 1 13 13 49 11 42 15 47 160 14 47 48 1 11 41 52 50 15 16 15 2 0 457 42 43 13 130 403
split_gain=17.983 7.3545 6.29532 5.07515 4.02591 4.97559 3.04435 3.07678 2.89697 4.47601 2.88406 2.60249 3.3698 2.97838 2.48278 2.28386 2.24402 1.86471 1.83117 1.93581 3.28595 1.82888 1.76485 1.68785 2.12241 2.17369 1.6346 2.02235 1.78331 4.13975
threshold=0.051320000000000005 0.28937500000000005 0.094485000000000013 -1.0000000180025095e-35 -0.094679999999999986 -0.064499999999999988 0.077165000000000025 0.083875000000000019 0.035895000000000003 0.093315000000000023 -0.066794999999999979 0.019255000000000005 0.084155000000000021 0.10417000000000001 0.08844500000000001 0.087830000000000005 0.081670000000000006 -0.074484999999999982 0.086815000000000017 -0.008624999999999999 0.16388500000000003 -0.075094999999999981 -1.0000000180025095e-35 -0.042499999999999989 0.081330000000000013 0.091485000000000025 -0.17307499999999998 0.16421000000000002 -0.081969999999999987 0.086810000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 18 11 6 10 7 -2 9 17 -6 12 -4 -14 -9 -3 -17 -5 19 -1 22 -11 -21 24 25 -12 27 -7 29 -28
right_child=1 15 3 8 5 26 -8 14 -10 21 23 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00095935649934220492 0.00090437597988775038 0.0024820233036137577 0.0024647930147757399 -4.5171286158085351e-05 -0.002512945634984283 0.00070662981969466985 -0.0025439116364826438 -0.0021328969350717579 -0.0017206077924493601 -0.0020558694278691352 -0.0028155944328567143 -0.0019249577644034888 -0.00075367206880300403 0.0025714740258083683 0.0010501465582293797 0.0014144836973294962 -0.0019031324021726531 0.0018340647497426838 -0.0026735074399692163 -0.00096544765506251966 -0.0016798901326583564 0.00044380520150504688 0.0015798042900292202 0.002107310616303901 0.0012600797996951821 0.00086856075121479728 -0.0024965309620554651 -0.0017680664816513564 -0.0020423777747177818 0.0038279927758151137
leaf_weight=14.672342173755174 9.3707109689712542 3.3666209056973448 14.893657075241213 4.2772640865296152 2.3287213258445254 3.0078296251595011 3.0419790241867295 4.6688422653824082 4.0230038817971936 4.2057492472231388 2.282144812867045 1.0734013766050328 4.2148202620446673 2.3357148580253124 1.9332539252936838 2.5272604711353779 2.0684226565063 9.4639002438634652 2.0860562417656174 1.9264277257025231 3.3923975210636845 2.6694828998297444 7.2020471058785906 2.4535738527774802 3.1350519023835659 1.468352999538183 1.4439056236296886 4.754788426682353 58.360137045383453 0.96217453479766835
leaf_count=183 70 50 342 47 60 46 65 111 40 43 36 11 35 37 24 32 18 123 34 27 44 22 63 26 22 15 40 114 2119 11
internal_value=0 -0.00118009 0.000319477 0.000853609 -0.00135538 -0.00158707 -0.000378224 3.42261e-05 0.000112845 0.000470618 -0.000161241 0.00166417 0.00184383 0.00043197 -0.00120082 0.00100402 -7.87072e-05 0.00124911 -0.000540792 -0.000377186 0.000305019 -0.00108531 0.00104267 0.00042516 -0.000174253 -0.00137322 -0.00182983 -0.000809181 -0.00196022 3.26016e-05
internal_weight=0 107.174 76.4363 47.157 99.2115 80.1967 19.0148 15.9728 24.6394 20.6164 11.6678 22.5176 21.4442 6.55054 6.6021 7.9623 4.59568 13.7412 29.2793 27.1932 12.5209 6.87523 9.12847 9.33912 6.88555 3.7505 68.5288 7.76262 60.7662 2.40608
internal_count=3910 2859 1051 700 2759 2489 270 205 275 235 159 425 414 72 135 100 50 170 351 317 134 65 90 99 73 51 2330 160 2170 51
is_linear=0
shrinkage=0.00236201


Tree=117
num_leaves=31
num_cat=0
split_feature=1 12 12 52 40 47 50 13 49 160 42 2 48 14 3 376 0 16 1 12 160 1 43 52 2 4 13 48 3 42
split_gain=24.9654 7.57149 6.82098 5.2138 5.15362 4.90623 6.47283 4.08936 3.99177 3.08801 3.1075 2.75435 2.69133 2.67835 2.9933 2.9334 3.51688 2.99852 2.66 2.19427 2.39516 2.14431 3.19373 2.1193 2.86331 2.11682 2.05994 2.03584 1.92786 2.39604
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.34489500000000001 0.096475000000000019 0.11551000000000002 -0.09547499999999999 -0.081629999999999994 -0.079234999999999986 -0.092964999999999978 0.11462500000000002 0.12862000000000004 0.077685000000000018 -0.14818499999999998 0.048695000000000009 -0.10071499999999999 -0.008734999999999998 0.085110000000000005 0.085185000000000025 0.084100000000000022 0.14000500000000002 -0.073139999999999983 0.11588000000000002 0.099990000000000009 -0.048489999999999991 -0.071149999999999977 0.084905000000000022 -0.11266 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 13 -3 -2 6 9 23 19 11 -11 -5 25 14 -1 16 17 18 -16 -9 -21 22 26 24 -4 -12 -7 -20 29 -10
right_child=1 3 7 5 -6 21 -8 8 28 10 12 -13 -14 -15 15 -17 -18 -19 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013651986586550795 0.0020354934816808903 -0.0023145905689564501 -0.00071735746686483548 -0.0016148290126153033 -0.0027410656919053672 -0.00099660450460918137 -0.002515142802488702 -0.0024625379127817576 -0.0014712235712685514 -0.0012496899844952167 6.7369388052553319e-05 0.0013865263285932792 -0.00013611623740257642 -0.0025113721787744896 -0.0019015459892224834 0.00092036194835434706 -0.0017037399212455769 0.0020797893351944784 0.0013635713807754709 -0.00085417833995245251 0.0019266677200956606 0.00080020558402489801 -0.0020546586294598141 -0.0021329824415830989 0.0015397930658585476 0.0022080484215924825 0.0024179816322681931 -0.00062475805331423247 -0.0019722175474562865 0.0012956292095909524
leaf_weight=4.7704549804329863 16.408115226775411 4.2186358198523513 11.089392600581052 3.685026545077565 1.1814405471086491 1.9960218816995623 2.792066227644681 1.6018435042351473 7.3152120858430845 2.0669849142432275 2.6116645075380864 2.5065728016197681 3.7336103096604338 2.8029219303280106 4.7585163526237038 5.9605861306190482 12.004198772832753 2.5055715143680564 3.8757051415741426 3.2376125026494265 2.8339335322380066 3.0953102372586718 7.8727216664701691 3.2375381831079713 3.6428612619638434 16.448087040334936 1.5172648392617691 7.1429782882332802 64.461722355335951 1.9299332611262796
leaf_count=34 301 114 148 37 8 32 37 25 113 16 27 33 32 36 70 56 170 18 28 40 16 23 86 54 23 229 12 47 2026 19
internal_value=0 0.000460286 -0.0011483 4.03721e-05 0.00171467 0.000245952 0.000706332 -0.0014685 -0.00167909 0.000995994 0.00134362 -0.000399777 0.00157879 -0.000422355 -0.000279605 -0.000496073 -0.000774833 -0.000164926 -0.000521409 -0.000162907 0.0004438 -0.000829993 -0.00127317 -0.000514832 -0.000159229 0.00191472 0.000478035 7.46158e-05 -0.00183693 -0.00089364
internal_weight=0 70.1335 143.171 52.544 17.5896 48.3253 33.844 99.35 81.3803 31.0519 24.8603 6.1916 22.7934 43.8209 41.018 36.2476 30.287 18.2828 15.7772 7.67339 6.07155 14.4813 11.386 17.9698 14.7323 19.0598 3.51329 11.0187 73.7069 9.24515
internal_count=3910 987 2923 678 309 564 411 2464 2239 374 304 70 288 459 423 389 333 163 145 81 56 153 130 225 171 256 44 75 2158 132
is_linear=0
shrinkage=0.00220885


Tree=118
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 15 3 48 42 484 3 49 51 474 3 11 2 1 4 150 4 150 45 484 43 0 3 49 3
split_gain=19.1098 5.95393 5.53581 5.30436 4.34348 3.81833 3.36068 3.33507 2.88788 2.50301 2.61436 2.32128 2.20204 2.18584 2.36155 2.14372 2.13628 2.65599 2.07341 3.24776 2.06127 1.85087 2.32317 1.76084 1.71176 2.05873 1.7009 2.5846 1.68147 1.61704
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.27466499999999994 0.11551000000000002 0.097615000000000021 0.085950000000000013 -0.100615 0.12862000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15121499999999996 -0.47013499999999991 -0.10145999999999998 0.084655000000000022 0.16699000000000003 0.08184000000000001 0.086130000000000012 0.085110000000000005 -0.17479499999999998 1.0000000180025095e-35 0.0057500000000000008 0.088380000000000014 0.091170000000000015 -1.0000000180025095e-35 -0.074254999999999988 -0.11287999999999999 -0.080244999999999997 0.10581000000000002 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 6 7 8 9 23 -4 -11 -1 -9 -13 18 24 17 -12 19 -15 -20 22 -22 -5 -3 29 27 -14 -27 -26
right_child=1 15 5 4 -6 -7 -8 12 -10 10 16 13 26 14 -16 -17 -18 -19 20 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0012079225452683042 -0.0018706908525990852 -0.002582644374975488 -0.0022792740756917085 0.0020752820668534146 -0.0015366181164737202 0.00069987440504054122 -0.00015401551826873245 0.001632606804735348 -0.0011633712777043921 -0.0026815663352715504 -0.0010343004998447623 -0.0022789324932539052 0.0015672724151575552 0.00070745868058953167 0.0013365842156896274 0.001251498772536927 -0.0019620948514449854 0.0017175149112291109 -0.00091402762006539593 -0.0023542700059936035 0.0014578268294791251 0.0022194219618301633 -0.0019096964179246428 -0.0010956042701165958 -0.00075267619707744321 -0.002104302596400849 -0.002035305026406154 -0.0026312334184561926 0.00021409692449216643 0.0018318526087195695
leaf_weight=4.5672776550054541 3.5110178608447304 3.0574274566024586 4.3241206165403154 27.985090561211116 3.0708993580192319 4.3512862324714652 6.3268419336527577 1.0209112800657738 1.8292743116617192 2.028971707448366 3.0766802299767679 4.0774486027657977 1.9228391498327257 2.7703551184386015 3.9651594683527938 3.0329704731702796 2.000164506956934 6.0443743634968996 9.2486857026815432 7.3762666694819981 2.4538313411176196 3.0886226668953896 2.3137124329805374 1.0564583130180825 2.8240012470632792 5.6152161452919191 58.094389986246824 1.5309189315885294 2.6895052455365658 2.804875642061238
leaf_count=38 86 54 130 522 43 25 65 7 13 36 42 90 20 25 34 31 41 49 86 117 29 22 18 9 47 55 2088 26 32 30
internal_value=0 0.000473357 -0.00114993 0.00097146 0.00121927 -0.00149967 0.00144678 -0.00161924 0.00177486 -0.000687987 -0.000164731 -0.000409449 -0.00187933 -0.000618747 -0.000401897 -0.000615673 0.000294444 0.000789283 -0.00065485 -0.00151832 -0.000142639 0.000765479 -0.000176449 0.00195993 -0.000948971 -0.000590496 -0.00193758 -0.000293765 -0.00135348 0.000535197
internal_weight=0 63.8036 124.256 43.7796 40.2686 84.3947 37.1977 80.0434 30.8708 17.4743 13.1502 39.8614 62.5691 35.2941 31.2166 20.024 11.1212 9.12105 27.2515 10.1466 17.1049 7.85617 4.76754 29.0415 16.991 13.9336 61.5481 3.45376 8.30472 5.62888
internal_count=3910 987 2923 738 652 2464 609 2439 544 298 168 459 2141 421 331 249 132 91 297 142 155 69 47 531 218 164 2134 46 87 77
is_linear=0
shrinkage=0.00241102


Tree=119
num_leaves=31
num_cat=0
split_feature=4 12 453 484 42 1 42 43 160 9 52 160 160 0 12 13 50 48 151 132 3 376 0 16 2 457 1 13 133 394
split_gain=12.73 8.65974 4.44796 3.25712 4.27696 3.65326 3.61533 3.71379 3.64239 2.8888 2.67322 3.13233 3.50849 4.23684 2.81621 2.77957 2.67241 2.69531 2.54912 2.45894 2.44429 2.21403 3.1028 2.35561 2.10882 1.88747 1.861 1.81592 1.72368 1.61588
threshold=0.28937500000000005 0.051320000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 0.09901500000000002 -0.16369999999999998 -0.096329999999999985 -0.016839999999999997 -0.42035499999999998 0.099550000000000013 0.031805000000000007 -0.070894999999999986 0.085185000000000025 -0.094679999999999986 0.11901000000000002 0.13342000000000001 -0.086769999999999986 0.080815000000000012 0.16699000000000003 0.048695000000000009 -0.13027499999999997 -0.0072149999999999992 0.092340000000000019 0.093295000000000003 0.08844500000000001 -0.42334499999999992 0.10421000000000001 -0.47621999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 16 -3 29 6 7 -6 -9 -1 28 12 13 15 -14 26 17 -2 24 20 21 22 23 25 -11 -20 -12 -22 -10 -5
right_child=2 3 -4 4 5 -7 -8 8 10 18 11 -13 14 -15 -16 -17 -18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003151863183782899 0.0027465428480497882 -0.0032344170708329656 -0.0029032817784485259 0.0030673549549051181 0.0030681295560268927 0.0028506313187004087 -0.0029440833606974889 -0.0030995902058345843 -0.0033427711611799054 -0.00018059072255710031 -0.00063589319396636338 -0.0036838056992299349 -0.00096827830461481714 0.0019715731658181746 0.0044480072394596877 -0.0024535946102198897 -0.0016259222519912884 -0.0025831753407583678 -0.0018936993828161251 0.001876116380415875 -0.00026100319388531508 0.00084386027719931937 -0.0023438076381063814 0.0019600094771968814 0.0036063672017123049 0.00095493101889951282 0.0035889262570493086 0.0035129379733811442 0.0022513129998873657 -0.0028011862005272339
leaf_weight=2.7294407933950415 16.678593313321482 12.325888637453316 2.0740606039762488 0.49665252864361065 2.4882843699306241 2.475532963871955 9.4529842212796193 6.9196569994091979 4.5379548631608442 3.0369765181094399 4.197513783350586 2.3295305445790282 1.4470680635422457 5.7222744617611303 3.160443838685751 8.6108486987650377 1.8525295741856087 1.042409412562846 7.9075214359909278 4.1048982664942733 3.2384029794484377 5.5298563279211512 16.106120526790626 3.5919850170612291 3.0447698030620813 3.4561614319682121 1.4506120365113018 2.2234278488904229 0.65124866180121888 20.910391183570027
leaf_count=57 375 524 22 14 22 32 313 263 194 33 66 49 20 49 28 361 18 11 99 51 34 66 242 34 47 19 12 43 10 802
internal_value=0 -0.00107253 0.00157441 -0.00170276 -0.00145054 -0.000964078 -0.00114936 -0.000740703 -0.000983546 -7.30448e-05 -0.000527506 -0.00012013 0.000217491 -0.000365777 0.00274693 -0.00130378 0.00204887 0.00243303 -0.00024154 -0.000499371 -0.000731246 -0.00103075 -0.00136449 -0.000309832 0.00171531 -0.00102731 0.00044917 0.00127531 -0.00264071 -0.00266503
internal_weight=0 142.146 21.6476 87.1769 74.851 53.444 50.9684 41.5154 39.0272 54.9696 32.1075 26.9183 24.5888 19.9812 4.60751 14.259 19.5735 17.721 52.2401 46.1584 42.0535 36.5916 31.0618 14.9557 6.08175 11.3637 5.64813 5.46183 5.1892 21.407
internal_count=3910 3484 426 2759 2235 1419 1387 1074 1052 725 789 585 536 488 48 439 404 386 668 588 537 460 394 152 80 118 78 77 204 816
is_linear=0
shrinkage=0.00321554


Tree=120
num_leaves=31
num_cat=0
split_feature=1 12 12 47 50 4 38 13 49 160 2 52 3 1 150 1 12 160 3 160 52 2 15 123 15 42 4 150 4 0
split_gain=25.1594 7.27329 6.98298 4.90042 5.20335 5.81561 4.23168 4.04127 3.96868 2.96684 3.36556 3.05042 2.68068 3.20498 3.09942 2.2112 2.12153 2.10987 2.08601 2.02527 1.93724 2.21627 1.90932 1.92411 1.88522 1.83417 1.83259 2.58158 1.82041 1.77753
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.086785000000000015 0.11551000000000002 -0.17479499999999998 0.13584500000000002 -0.09547499999999999 -0.081629999999999994 -0.079234999999999986 0.11462500000000002 -0.24456499999999998 -0.15121499999999996 0.085990000000000011 1.0000000180025095e-35 0.14000500000000002 0.085185000000000025 -0.010664999999999999 -0.11266 0.084100000000000022 0.11588000000000002 0.099990000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.091274999999999981 -0.055344999999999998 0.0057500000000000008 0.087515000000000023 0.053925000000000008 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 12 4 5 -3 -2 20 16 10 -7 -11 -1 22 17 -5 -9 -15 -10 -18 21 24 -14 -24 -4 -13 27 -16 29 -26
right_child=1 3 7 15 -6 9 -8 8 18 11 -12 25 13 14 26 -17 19 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0010928693360711531 0.0019292534367274267 -0.0017086231905628216 -0.0023298924678188462 -0.0011825387620544431 -0.0023787277733671557 -0.0017196671515534729 -0.0021964826805313318 -0.0023131137532509086 -0.00074943742495848684 -0.00072012491358237646 0.0016379710148374034 -0.00012207591400308014 -0.0018976787372803957 0.00045966118179998082 0.001710788932273105 0.00079895332397530202 -0.00067900708448689971 -0.001264163221543893 -0.0018534282124183388 0.0017945617636908992 -0.0019472947254591125 0.0013631585856488982 -0.0010396851629481184 0.0015267170360563867 -0.0016059147875997421 0.0018772302455956275 0.0021434543142959707 -0.0013477607177311052 0.0016619963648929013 0.00062873372110539211
leaf_weight=5.0766845904290667 16.718280661851171 3.6842874195426694 2.1454104222357264 13.676237843930723 2.4730527624487868 3.1429020017385509 1.1675026491284359 1.5081244409084309 8.5710838455706817 2.646396001800901 2.2475961111485958 2.253153011202822 8.7783608939498645 4.9268266744911662 2.3860462307929975 3.0176126360893241 3.1161228623241186 8.4833416603505629 60.863983705639839 2.7224392369389534 3.0371234212070695 3.4239272363483897 5.4863249938935033 1.6735361069440839 3.7056437619030467 18.996706830337633 3.524535208940506 2.4606869891285896 1.9202371872961519 2.7017804905772236
leaf_count=38 300 84 38 176 33 31 9 25 132 26 31 24 134 49 25 23 40 88 2026 16 54 23 70 12 71 250 23 20 14 25
internal_value=0 0.000507071 -0.00103767 0.000111581 0.000552402 0.000772256 0.00165994 -0.00135789 -0.00156221 0.00108435 -0.000319683 0.00140107 -0.000336448 -0.00052882 -6.39871e-06 -0.00082436 -9.78329e-05 -0.000630839 -0.00171715 0.000474383 -0.000431449 -0.000100168 -0.00124277 -0.000439818 -0.000578569 0.00166524 0.00099391 0.000157963 -0.000127385 -0.000663644
internal_weight=0 70.0237 136.512 52.1379 35.4441 32.971 17.8858 93.7159 76.7818 29.2868 5.3905 23.8963 42.7963 37.7197 21.7814 16.6939 7.34669 13.4102 69.4351 5.83856 16.9341 13.897 15.9382 7.15986 10.4731 21.2499 8.37127 4.84673 8.32766 6.40742
internal_count=3910 987 2923 678 479 446 309 2464 2239 362 62 300 459 421 205 199 81 137 2158 56 225 171 216 82 148 274 68 45 110 96
is_linear=0
shrinkage=0.00209515


Tree=121
num_leaves=31
num_cat=0
split_feature=1 12 12 150 3 4 4 38 51 14 447 3 376 0 42 16 150 160 13 133 0 49 12 1186 43 1 457 49 16 1
split_gain=33.3913 10.5363 9.03043 7.42913 5.56689 5.37046 4.5145 3.95531 3.76267 3.02139 3.27096 2.92549 3.24929 3.40902 2.71855 2.97524 3.64989 3.55455 2.63638 2.52853 3.25076 2.48533 2.14104 2.09239 6.82373 2.05348 2.05241 2.57265 2.04838 3.55299
threshold=0.099115000000000023 -1.0000000180025095e-35 0.080120000000000011 0.081245000000000026 0.16699000000000003 0.50657000000000008 -0.15796999999999997 0.13219500000000003 -0.26158999999999993 0.077685000000000018 0.084630000000000011 -0.14818499999999998 0.048695000000000009 -0.10071499999999999 0.15516500000000003 -0.069144999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.098524999999999988 -0.0056849999999999991 -0.13506999999999997 0.16913500000000004 0.092720000000000011 0.085080000000000003 -1.0000000180025095e-35 0.092550000000000007 0.084715000000000013 -0.081419999999999979 -0.014099999999999998 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 9 4 5 14 -4 8 -2 10 11 -1 13 28 15 16 -3 -18 19 -8 -21 -17 -19 26 -25 -14 -20 -28 29 -13
right_child=1 3 6 -5 -6 -7 18 -9 -10 -11 -12 12 25 -15 -16 21 17 22 23 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011891062150451545 -0.00087812925617405263 -0.0022437903318748408 -0.00025121957441468694 0.0012479208244086134 0.0018457359121729943 0.0012128490343950231 -0.0019136735969871011 -0.0017121977250070509 0.0018383182671564409 -0.0022690644578098771 0.00215954722278399 -0.0019110436902583026 -9.6613770090707814e-05 -0.0016496291631801427 0.0013678042276117934 -0.0018172714810160005 -0.0022031668336624038 0.0015504879785559775 -0.0018098590347659048 -0.0017660293262379354 0.00089135878133523238 0.00093407548681249887 -0.00035016098023907331 -0.0020880887500622325 0.0037990859872079107 0.0022272958160723176 0.00096014292528937722 -0.0016788311166777898 0.0013881303673736064 0.00011290062603178227
leaf_weight=4.2163296714425078 2.1246802210807827 3.2188713960349551 11.592369750142096 12.965133074671028 3.7143865562975398 5.0949871800839892 4.1508995834738016 1.4434904977679242 23.572065491229299 2.9566447027027598 2.090599223971366 4.8991637751460102 4.0599773824214926 11.3041706122458 1.845604896545409 16.412710325792442 2.053361512720584 4.7556595653295428 76.289647875353694 2.684838779270649 5.1052836440503579 1.3588062822818745 4.3261584937572479 2.3019588068127637 1.118034042418002 2.2636942788958549 2.3746787458658218 3.4829388633370391 2.4416688084602347 10.254351943731306
leaf_count=28 12 28 105 146 39 68 71 10 350 34 18 68 28 152 16 256 25 33 2049 36 35 13 39 51 8 23 16 71 16 66
internal_value=0 0.000437831 -0.00110192 -4.85354e-05 -0.000441441 -0.000658905 -0.00140463 0.00143682 0.00161371 -0.000359521 -0.000223575 -0.000349899 -0.000534124 -0.000811891 -0.00093963 -0.00107219 -0.000410172 0.000119876 -0.00154176 -0.000681209 -2.45008e-05 -0.0016069 0.000645107 -0.00166185 -0.000163505 0.00073528 -0.00172423 -0.000608991 -0.000273679 -0.000541445
internal_weight=0 82.8859 153.587 55.7457 42.7805 39.0662 109.101 27.1402 25.6967 44.4866 41.53 39.4394 35.223 28.8994 33.9712 32.1256 14.3541 11.1352 97.5083 11.941 7.79012 17.7715 9.08182 85.5673 3.41999 6.32367 82.1473 5.85762 17.5952 15.1535
internal_count=3910 1035 2875 663 517 478 2442 372 362 433 399 381 353 302 410 394 125 97 2337 142 71 269 72 2195 59 51 2136 87 150 134
is_linear=0
shrinkage=0.00195506


Tree=122
num_leaves=31
num_cat=0
split_feature=4 123 150 3 50 133 39 159 1348 38 11 123 1 3 12 0 16 52 13 11 42 15 12 13 4 49 457 50 156 1375
split_gain=28.742 11.9521 8.47353 8.05759 6.62648 6.48001 5.24509 5.1369 4.25155 3.6675 3.5358 3.34488 2.91824 2.39087 4.20939 3.07655 2.53849 4.13967 2.1339 1.84473 1.73912 1.89326 1.6265 1.58055 2.09589 1.44564 1.07239 1.26931 1.86554 2.01128
threshold=0.28937500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.16699000000000003 0.11901000000000002 -0.0023199999999999996 0.16168500000000002 -1.0000000180025095e-35 0.090260000000000021 1.0000000180025095e-35 0.088315000000000018 -0.041524999999999992 0.11287500000000002 -0.10628499999999998 0.080120000000000011 -0.14070999999999997 -0.0090499999999999973 -0.089799999999999977 -0.45122499999999993 0.08184000000000001 -0.10770999999999999 0.024640000000000006 -0.095029999999999989 0.17936000000000002 -0.0090299999999999981 -1.0000000180025095e-35 -0.066264999999999991 0.081160000000000024 0.078725000000000003 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 10 -3 8 -7 11 12 -4 -1 -5 14 23 16 26 -18 -17 20 -16 -22 -9 24 -13 -23 -15 28 29 -28
right_child=2 5 4 9 -6 7 -8 22 -10 -11 -12 13 -14 15 19 18 17 -19 -20 -21 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011199315450916905 -0.0018749553262264202 -0.0022135743520040681 0.0019275747400805897 -0.00059419035624501588 -0.0017878444753027072 -0.0021181646089675162 0.0018068810348553289 -0.00011192041534592917 0.0012913685215488898 -0.0021073497048785853 -0.00034663932110268821 0.0021598920733954898 0.0022542276910773088 -0.0025881450121842697 -0.0024113339926224086 -0.00011017810733614231 -0.0018470571543813573 0.0018071264530609332 -0.0019989402297253905 -0.0023093599498541233 -0.00016104786431645125 -8.1296441156578677e-05 0.0018508643239184962 -0.0011906273960619229 -0.00078537809376013582 -0.0021173001658817835 -0.0020860611450974338 -0.0025093965858077488 -0.0024499635374687035 -0.00014625392198949432
leaf_weight=1.6665150597691525 4.6967892609536674 3.7344211377203491 17.027470551431186 2.5262366868555528 2.8461633175611487 2.0373059436678895 1.7534042559564103 2.2482034489512452 1.9157163426280011 1.95399684458971 3.4426190182566634 2.449827890843153 3.7329395823180676 3.4113460481166902 4.2127168811857727 2.541883908212184 2.4898519031703472 2.7142740599811068 175.58851617202163 10.700325708836315 7.1511961966753024 1.9380856677889839 8.288211856037373 2.2314978614449501 1.7245059236884106 5.9321164600551111 3.0934837907552799 3.1580847799777976 3.2189821638166896 8.1054982170462537
leaf_count=18 36 34 337 19 18 11 19 21 20 13 35 26 58 21 55 14 19 21 2547 139 43 13 140 15 17 79 14 26 29 53
internal_value=0 -0.00154477 0.000633048 -0.00165374 0.00113826 0.000153725 -0.00172032 0.000856818 -0.00174564 0.000340438 0.0015451 -0.00176965 0.00110459 -0.00178965 -0.00130594 -0.00187569 -0.00122073 5.8826e-05 -0.00197199 -0.00162817 -0.00124922 -0.000923304 0.00143206 0.000199832 0.000943138 -0.00161592 -0.00153802 -0.0013342 -0.00107678 -0.000682085
internal_weight=0 270.519 28.013 254.211 23.3163 16.3081 245.998 12.5737 244.244 8.21317 20.4701 242.329 6.25918 240.662 36.3403 204.322 26.1915 5.20413 178.13 29.9344 19.2341 15.0214 10.5364 6.40583 4.17433 7.8702 20.9874 17.576 14.418 11.199
internal_count=3910 3484 426 3278 390 206 3188 172 3169 90 372 3149 77 3131 387 2744 183 40 2561 329 190 135 161 58 43 92 143 122 96 67
is_linear=0
shrinkage=0.00204667


Tree=123
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 1 13 52 0 50 47 15 3 3 52 41 42 16 47 52 0 3 3 38 15 124 0 4 475 11
split_gain=26.0031 16.6481 6.31214 5.45477 4.60649 4.58819 5.71852 5.47167 4.00629 3.26336 3.21104 3.04793 2.39615 2.29386 2.22819 2.25604 2.64774 2.89012 2.07342 2.03668 1.89545 2.46613 1.86186 1.7668 2.0186 2.33714 2.27764 1.89467 1.91696 1.67177
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 0.092385000000000009 -1.0000000180025095e-35 -0.0093349999999999978 -0.068039999999999975 0.11901000000000002 0.11939500000000002 0.035895000000000003 -0.100615 -0.15121499999999996 -0.12272499999999999 0.078535000000000008 -1.0000000180025095e-35 -0.095609999999999987 0.09252500000000001 -0.080899999999999986 -0.11287999999999999 -0.080244999999999997 -0.086589999999999986 1.0000000180025095e-35 -0.008624999999999999 -1.0000000180025095e-35 -0.22851499999999997 -0.34687499999999999 -0.014939999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 22 13 7 -7 -9 10 -4 18 14 -1 -6 16 -16 -18 19 -8 21 -14 -3 24 26 -26 -15 -27 -29 -19
right_child=2 3 9 -5 12 6 11 8 -10 -11 -12 -13 20 23 15 -17 17 29 -20 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.00089141776187594171 -0.0023310798887331294 -0.00097089996067031565 0.0020822782395832984 0.00070298642866045734 -0.0022235988352249103 0.0023960869219786713 -0.0005924281844697963 -0.0011521052630794079 0.0025241851434239207 -0.0010612387989976497 -0.0014290194128445328 -0.0021501624788655624 0.0011929781009378743 -0.00042984359534037152 -0.0018709955134060348 -0.0024715124775626669 -0.0015030180228013338 0.0020918965360170348 -0.00093822086381881056 0.0016471794463794682 -0.0019877235359699839 -0.0020459998892009205 0.0017112683461848208 -0.0026257351724972263 0.0021129855575660007 -0.0024327950339625292 -0.0022969116919611637 0.0019513666919871587 -0.00072763059314464196 -0.00026676890579678547
leaf_weight=3.8510419130325344 2.2645392343401936 2.5822940915822983 22.900115720927722 5.4704404361546031 6.2375314794480827 10.613737527281048 3.5090517327189445 5.5528911501169205 2.1357555724680415 2.1438412964344016 1.4404629841446865 4.2418419122695914 2.3015256859362125 6.7114658690989071 3.6774243824183968 2.8187699709087601 2.8899030238389969 4.2525565885007364 6.5492536574602118 5.3104296475648898 81.090876959264278 2.6107471399009219 2.8145123757421961 3.048388408496975 2.0818769447505465 2.1584346219897261 6.8903631232678908 1.9221350774168957 5.0188188515603525 2.4729699529707432
leaf_count=29 20 24 375 33 141 168 34 44 31 18 13 39 22 55 86 54 27 31 53 39 2238 30 22 42 14 41 95 14 54 24
internal_value=0 -0.00100447 0.00132429 -0.00152199 -0.001629 -0.000117937 0.000417484 0.00133452 -0.000130904 0.00163684 0.00187448 -0.000438382 -0.00173145 -0.000758649 -0.001066 -0.000617843 -0.000224769 0.000404831 3.40772e-05 0.000756095 -0.00190437 -0.000528456 0.000427889 -0.000986969 -0.000785396 -6.73545e-05 -0.00137566 -0.000566201 1.42551e-05 0.00122462
internal_weight=0 188.815 28.749 119.22 113.749 69.5955 37.913 18.3024 7.68865 26.4844 24.3406 19.6106 108.352 31.6825 22.3492 16.1116 13.2929 9.61543 15.3687 8.81948 86.0031 4.91227 5.39681 27.8315 24.7831 11.1813 13.6018 9.09939 6.94095 6.72553
internal_count=3910 3484 426 2732 2699 752 408 243 75 406 388 165 2653 344 363 222 168 82 126 73 2290 52 46 315 273 123 150 109 68 55
is_linear=0
shrinkage=0.00228112


Tree=124
num_leaves=31
num_cat=0
split_feature=1 12 12 40 3 39 147 4 16 14 16 16 0 157 475 51 1 0 457 151 128 48 47 4 4 1373 47 50 51 160
split_gain=13.7451 4.99806 4.16617 3.77428 3.57707 3.59309 3.24136 2.73659 2.57736 2.56602 2.43049 4.09028 3.36642 2.0951 2.80686 2.04393 2.01045 4.47353 1.98402 2.24713 1.96268 1.81697 1.78648 2.33873 4.45562 1.78179 1.7645 2.5074 1.73706 1.5217
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.34489500000000001 0.31335500000000011 0.15608500000000003 0.089090000000000016 -0.15796999999999997 -0.50763499999999995 0.077685000000000018 0.064860000000000015 0.67964000000000013 1.0000000180025095e-35 -0.078454999999999983 -0.080004999999999979 -0.031524999999999991 0.076710000000000014 0.024745000000000003 0.084715000000000013 -0.083919999999999981 0.089290000000000022 -0.084204999999999988 0.080075000000000021 0.0057500000000000008 -1.0000000180025095e-35 0.084905000000000022 0.096475000000000019 0.11551000000000002 0.087505000000000013 -0.079234999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 20 5 6 10 -4 -9 13 12 -12 26 14 -1 -15 17 -17 -10 -20 25 -8 23 24 28 -2 27 29 -18 -3
right_child=1 4 7 -5 -6 -7 21 8 18 -11 11 -13 -14 15 -16 16 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027741478808107124 0.0033129213636773828 -0.0015712090636404118 -0.00033132831735549397 -0.0037248441590810263 0.0033405965877662163 0.0034792813080634644 -0.0011166681410404587 0.00031415112125027646 -0.0024578603927751437 -0.0034565576993324885 -0.0029529411814298466 0.0032132137614194838 0.0031484912597407101 -0.0029090663316450435 -0.0018328086860075496 -0.0032754753123664659 0.0024921506665009489 0.00083050481172090558 -0.002712444288439322 0.001556362626948289 -0.0021826358146580984 0.0034230667768691833 -0.0017347880911160025 0.0027877010429799968 -0.0028561895872139024 -0.0014904046634713031 -0.0018785931023066504 -0.0034688918428685185 -0.0010255153360559219 0.0010429972563308829
leaf_weight=4.0432607643306255 10.540063651278608 2.8121217042207709 9.7285024486482126 0.987841837108136 2.8611060772091141 2.3482071813195935 1.2214961759746072 4.0008728336542836 53.452405255287886 2.9156244657933703 8.3152075298130494 1.2075694017112244 2.482025707140564 3.7147211860865346 1.9079300668090571 6.0754768457263726 4.675828404724597 4.5476367622613907 2.2050076480954885 2.6749792657792559 0.77462467178702432 2.9537600520998231 3.6958341542631379 3.859514143317937 3.6356782503426102 0.81552257575094778 7.9497190732508889 1.8257733061909664 1.9496885389089582 9.7471639011055284
leaf_count=39 285 29 100 8 66 34 17 46 2148 53 184 19 47 88 29 131 48 35 59 26 6 49 31 31 37 10 88 32 22 113
internal_value=0 0.000464938 -0.00142226 0.00215982 -4.3559e-05 -0.000280507 -0.000509737 -0.00187565 -0.00211668 -0.000625798 -0.000826433 -0.00217102 -0.000310484 -0.000409204 0.00129717 -0.000725024 -0.000439749 -0.00151775 -0.0022834 -0.000372485 0.00263905 0.00209494 0.00020301 0.000710192 -7.12152e-05 0.00296796 -0.000694874 -4.07072e-05 0.00145701 0.000457656
internal_weight=0 56.8422 113.083 13.1181 43.7242 40.863 38.5148 72.0618 62.3333 41.0212 34.3396 9.52278 24.8168 38.1056 5.95119 32.1544 28.4397 10.6231 58.3324 4.87999 12.1302 4.17526 17.8165 14.1207 10.2612 11.3556 22.3348 14.3851 6.62552 12.5593
internal_count=3910 987 2923 309 678 612 578 2379 2279 544 512 203 309 491 68 423 335 166 2233 85 301 66 169 138 107 295 262 174 70 142
is_linear=0
shrinkage=0.00313075


Tree=125
num_leaves=31
num_cat=0
split_feature=1 12 12 3 147 4 13 48 39 16 3 160 12 0 38 3 123 16 475 50 1 42 49 16 11 2 1 15 12 42
split_gain=26.585 8.25306 6.91139 5.80777 4.4071 4.53272 4.32826 3.88893 3.72004 3.48953 3.41857 3.30247 3.58185 4.50283 3.23929 2.6378 2.78247 2.54645 2.64431 2.44045 2.17697 2.05827 1.93424 3.47195 1.87452 2.09076 1.80261 2.63574 1.77057 1.68911
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.16699000000000003 1.0000000180025095e-35 0.50657000000000008 -0.097529999999999992 -0.09386499999999999 0.15608500000000003 0.032820000000000009 -0.12008499999999998 -1.0000000180025095e-35 0.09112000000000002 -0.23129999999999998 0.13219500000000003 -0.15121499999999996 1.0000000180025095e-35 0.081265000000000018 -0.061639999999999993 0.041865000000000006 0.11561500000000001 0.083970000000000017 -0.081629999999999994 0.0015250000000000001 0.08184000000000001 0.084145000000000011 0.09112000000000002 -0.0058549999999999991 -0.0089849999999999982 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 15 4 5 8 19 -6 9 11 24 -3 13 -13 29 -1 17 18 -17 21 -14 -4 23 -12 25 -8 27 -18 -20 -2
right_child=1 3 6 -5 7 -7 10 -9 -10 -11 22 12 20 -15 -16 16 26 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010520914330461827 0.00019295967340160562 -0.0019759378205796456 0.00059320529566471263 0.0018847091827188874 -0.0011963148253420206 0.0013518042771455596 -0.0021863448928823321 0.0023569293122668671 0.0024520323940694835 -0.0019098255954126074 -0.0017888010362254799 -0.0011731218112070482 -0.0021594219063673405 0.0021759501449035907 -0.0017359110858101102 0.0011170893065997572 -0.0020587825954150422 -0.0022891563828494319 -0.0021850361044179279 -0.0023510239634868661 0.00016773418715636826 -0.0011979378979583945 -0.0019308243685518412 0.0016412680472450206 -0.0021074004233587575 0.00069586248693722123 0.0015092940098103407 0.0013531257861777233 -0.0006173044140921301 0.0022515396350431586
leaf_weight=4.937141489237546 2.1692470125854042 5.0366657413542262 8.4141397736966592 6.9035095609724513 2.0495774038136005 5.2432161606848231 1.5010269116610269 5.034802831709384 1.5706537142395962 11.988069223240016 4.3180350083857766 2.8969986736774445 3.9431986883282653 5.5079177431762272 1.1879410371184338 3.4499659612774911 2.3560450114309788 5.4660897124558678 4.2809051759541132 2.6196016389876595 3.6702971942722797 4.7448181565850964 70.257199155166745 2.0618701614439487 2.4317264053970575 5.7475889977067709 4.0659777447581291 1.9626460745930652 16.682270014658563 14.379640828818085
leaf_count=38 25 58 58 96 20 79 24 62 14 202 60 23 39 50 10 27 31 92 67 54 35 75 2080 15 41 57 45 14 145 274
internal_value=0 0.000446168 -0.00117296 2.23736e-05 -0.000251514 -0.000532432 -0.00148147 0.00132894 -0.000817851 -0.00097328 -0.00167291 -0.000440042 4.28898e-05 0.0010216 0.00173271 -0.000443845 -0.000636864 -0.000947507 -0.000647113 -0.000434224 -0.00103755 -5.26398e-05 -0.00182672 -0.000680265 -0.000455237 9.90215e-05 0.000470129 -0.000508227 -0.000937452 0.0019817
internal_weight=0 71.5817 145.297 53.8449 46.9414 39.857 102.096 7.08438 34.6138 33.0431 86.3174 21.0551 16.0184 8.40492 17.7368 43.201 38.2639 29.8792 24.4131 15.7786 7.6135 13.159 76.6371 6.37991 9.68034 7.24862 8.38467 4.31869 20.9632 16.5489
internal_count=3910 987 2923 678 582 500 2464 82 421 407 2277 205 147 73 309 459 421 331 239 187 74 133 2155 75 122 81 90 45 212 299
is_linear=0
shrinkage=0.00217462


Tree=126
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 40 3 3 15 48 42 484 3 123 12 16 49 475 11 2 160 2 158 1 43 13 49 130 43
split_gain=24.1437 6.95622 6.84636 4.90138 4.98687 6.14904 4.83167 3.75992 3.84639 3.06026 3.15158 2.79605 2.89108 2.58459 2.45706 2.53154 2.72843 2.86108 2.44564 2.41608 2.69643 2.10745 2.62583 2.2447 2.08369 2.65283 1.89372 1.83877 1.84305 3.42368
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 -0.42985499999999993 0.096475000000000019 0.11551000000000002 0.34489500000000001 0.097615000000000021 -0.100615 0.035895000000000003 0.12862000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15121499999999996 1.0000000180025095e-35 -0.0089849999999999982 0.081265000000000018 -0.085974999999999982 -0.061639999999999993 0.08184000000000001 0.086130000000000012 -0.079234999999999986 0.11462500000000002 0.088450000000000015 0.14000500000000002 -0.073139999999999983 -0.071149999999999977 -0.47013499999999991 -0.082634999999999986 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 13 -3 5 9 -2 8 11 10 21 -4 -13 -1 15 -15 17 -17 -19 20 -14 22 -5 -23 25 26 -6 -10 29 -29
right_child=1 3 7 4 24 -7 -8 -9 27 -11 -12 12 19 14 -16 16 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012124888268283196 0.0022438886381272562 -0.0025802824568973213 -0.0023472978598585771 -0.0011054597837155669 -0.0012194771663581016 -0.0028040977614549769 -0.0030331782466075674 0.00053455101672879226 0.0012273850735210695 -0.00022531620258354728 -0.0013250353292495192 -0.0027679118959586268 -0.0010042387049917618 -0.0024040786122349689 0.00050535143455323109 -0.0028865861366574683 -0.0026250482284369135 0.0022143133294034536 -0.00032915716326978772 -0.0020594274829820527 0.0017225332383151522 0.0025412755849047283 0.002773566076791174 -0.00088796013488031647 0.00088343122326045619 -0.0022242922116057716 0.0023655307945899084 -0.0026608444194707154 -0.002139984254190317 0.002379016128792274
leaf_weight=5.070813011378049 15.92968461290002 3.9217691235244265 5.0371058583259609 2.7946043536067107 2.0845076292753224 2.6322477329522362 1.1339736133813847 4.6567478775978079 1.0587285310029972 7.6332876458764067 2.0739159658551207 2.2665578331798342 3.3517999406903929 6.211711214855316 8.4826363101601583 2.2521936222910943 3.5357583053410044 2.7394747212529316 14.596065869554865 2.2141513582319012 6.51066605001688 15.165579855442049 1.7201173491775987 1.2615136094391335 3.085961338132619 7.7394606433808795 1.5807501859962929 1.7180048450827592 67.622976584360003 1.5775692649185655
leaf_count=38 301 114 130 26 32 37 8 25 7 69 14 36 42 92 90 22 71 20 126 41 49 226 27 12 23 86 12 43 2076 15
internal_value=0 0.000525713 -0.00126397 7.43171e-05 0.000292243 0.000818848 0.0018932 -0.00163049 -0.00174084 0.00113 0.0015795 -0.00076409 -0.000208091 -0.000443461 -0.0006655 -0.00100407 -0.000627977 -0.000267489 7.27786e-05 0.00027234 0.000795828 0.00186714 0.000372456 0.00227793 -0.00091723 -0.00140446 0.000326663 -0.00200384 -0.00205208 -0.000248297
internal_weight=0 68.7574 138.903 51.6937 47.7719 33.2813 17.0637 96.0143 91.3576 30.649 23.0157 19.3803 14.3432 42.8887 37.8178 29.3352 23.1235 19.5877 17.3355 12.0766 9.86247 20.9418 4.51472 16.4271 14.4907 11.4047 3.66526 71.9773 70.9186 3.29557
internal_count=3910 987 2923 678 564 411 309 2464 2439 374 305 298 168 459 421 331 239 168 146 132 91 291 53 238 153 130 44 2141 2134 58
is_linear=0
shrinkage=0.00247009


Tree=127
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 9 151 2 50 47 3 52 41 130 130 1186 2 42 0 52 133 43 0 43 51 13 52 13 0 3
split_gain=13.216 8.88441 4.43009 3.65884 3.33353 2.86733 2.74065 2.54364 2.43542 2.22933 2.14587 2.10161 2.1796 2.04965 1.95273 2.38455 1.88441 1.77748 2.42195 1.73902 1.71335 1.94363 1.62188 1.8132 1.60469 1.57695 1.64046 1.56017 2.0617 1.92922
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 -0.016839999999999997 -0.086769999999999986 0.10869000000000002 0.14026500000000003 0.11939500000000002 -0.100615 -0.12272499999999999 0.078535000000000008 -1.0000000180025095e-35 -0.082634999999999986 0.085080000000000003 0.092340000000000019 0.089925000000000019 0.11015500000000002 -0.082174999999999984 0.047465000000000007 0.083940000000000015 -0.12329499999999999 0.0050750000000000005 0.11024000000000002 -0.094679999999999986 0.086040000000000019 -0.10547499999999999 -0.11077499999999998 -0.078994999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -3 -1 16 17 9 24 11 -6 13 -13 15 -12 -7 18 22 -15 21 -21 -8 -24 -4 26 27 -16 -29 -30
right_child=2 3 8 -5 10 6 7 -9 -10 -11 14 12 -14 19 25 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.003048890210557298 -0.0030963987652315524 0.00067675395504123543 0.0027710892241057401 0.00088981577939699255 -0.002950098414302378 7.218927127311866e-06 -0.00034544303800022766 0.00050818046749574253 -0.002886547025772279 -0.0019582148981451518 -0.0024556820754997499 -0.0035887500367573449 -0.0033772137833880142 0.0029809718776368692 -0.0022861842534263963 0.0029307021627832269 0.0034901980665020681 -0.003748113984343022 0.002105379279756871 0.0017762790077318683 -0.0033265748650038252 -0.0021122955021721378 -0.0022469190895064396 0.0013909117583188254 -0.00095390452606696234 -0.0026776321123116783 -0.0034935998203039884 0.0045425073939840818 -0.0033677608884337788 0.0027545010449009544
leaf_weight=2.6701450832188121 1.8833797052502657 4.7163491677492848 16.338800454512249 4.961767401546239 4.5087512349709895 3.238635752350091 13.859931461513041 15.301647007465361 0.97770934924483199 1.1895996034145344 1.7801174186170095 1.3156178630888486 2.1306201647967091 2.3428939804434767 2.1609022505581379 1.5184346530586479 2.9681796450167894 2.265984507277607 2.5361359026283017 4.1800930872559503 1.3710456900298593 1.8482064437121151 12.831674002110963 1.5288193970918644 1.240602297708391 49.876850368455052 2.1016792263835669 1.1640256419777872 1.1786315757781269 0.908924775198101
leaf_count=57 20 46 368 33 141 34 155 201 10 13 51 35 54 21 37 15 47 25 25 50 44 18 192 16 15 2080 56 8 29 14
internal_value=0 -0.00111484 0.00153071 -0.00174418 -0.00190145 -0.000145921 -0.000302357 -0.000556051 0.00197203 0.00222512 -0.00205657 -0.0010891 -0.000452874 0.000110586 -0.00233869 2.38521e-05 0.00167282 -0.00104918 -0.000850341 0.000610154 -0.00014053 0.000584087 -0.00111597 -0.00185964 0.00250821 -0.00247447 -0.00112598 -0.000206622 0.00117539 -0.00070212
internal_weight=0 145.266 21.6301 88.0649 83.1031 57.2012 54.531 48.3242 19.7467 18.769 78.3868 17.6972 13.1885 11.0579 60.6896 3.29855 6.20682 33.0225 30.7566 9.74224 7.39935 6.0283 28.2204 14.3605 17.5794 57.391 7.51416 5.41248 3.25158 2.08756
internal_count=3910 3484 426 2732 2699 752 695 614 406 396 2653 363 222 168 2290 66 81 413 388 133 112 68 363 208 383 2224 144 88 51 43
is_linear=0
shrinkage=0.00315758


Tree=128
num_leaves=31
num_cat=0
split_feature=1 12 403 484 52 1213 52 40 3 39 14 132 457 147 1455 129 12 1374 159 475 9 133 49 47 3 151 3 4 160 16
split_gain=11.5842 4.42269 3.89809 4.39674 4.64388 3.91016 3.51278 3.43505 3.18482 3.2262 2.92804 3.08278 2.93381 2.68321 2.52758 2.46756 2.9446 2.74185 2.54761 2.45638 2.38086 2.47558 2.24446 2.59999 2.19392 2.14536 2.38287 2.13641 2.49855 2.55719
threshold=0.10113500000000002 -0.071274999999999991 -1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.42035499999999998 0.34489500000000001 0.31335500000000011 0.15608500000000003 0.077685000000000018 -1.0000000180025095e-35 -0.066264999999999991 0.089090000000000016 -1.0000000180025095e-35 0.093990000000000004 0.10257000000000001 -0.094679999999999986 0.099650000000000016 -0.086424999999999988 0.084755000000000011 -0.10870499999999998 -0.085974999999999982 0.081320000000000017 0.10223 -0.086424999999999988 0.14320000000000002 0.51224500000000017 -1.0000000180025095e-35 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 19 24 5 -5 -7 -2 9 13 11 -8 -13 27 -14 16 17 -16 20 -1 21 -19 -23 -24 -4 -21 -27 28 -3 -30
right_child=1 8 3 4 -6 6 10 -9 -10 -11 -12 12 14 -15 15 -17 -18 18 -20 25 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0027039027183185884 0.0023452793250287275 -0.0022827326781010254 -0.002947707467783868 -0.0029105665186270192 -0.0027417749993730485 -0.0023574718221433975 -0.0030460642622430131 -0.0032984498591878504 0.0029799462384818148 0.0030446010885446626 -0.0031019085840485305 -0.0020835833682381157 -0.0029616736124694763 0.0017755593531865149 -0.0014986183173783046 -0.0024688085354405906 -0.0018424930040250504 -0.0013648456707089974 -0.0015472141405184052 0.0011504517907066855 -0.0012259704126023582 -0.00016784910488839343 0.0024098012799902454 -0.00020455764502616251 0.0012345669374455887 -0.0028892816176200619 0.0039543414711775762 0.0023200105184907091 0.00021509159696557644 -0.0017990462279051304
leaf_weight=0.74540526792407291 11.150573782622811 7.4170902799814966 10.357914717867969 4.7025340413674703 7.7186999898403874 5.6909951344132415 2.3634540252387515 0.92183823138475496 2.617270201444625 2.2466727066785088 2.3648390546441069 3.9765548445284358 1.6756969224661578 3.9045590348541728 3.4466141406446686 2.041343802586197 3.3467346541583529 2.1662752963602534 2.6268177218735209 1.1963072437793076 2.6707018241286269 4.1630588863045004 22.2073592171073 3.4729812834411851 1.0949495304375876 17.740804015658796 0.41099107265472312 1.7606953121721733 16.040339192375544 7.2153691668063393
leaf_count=6 301 114 436 219 274 190 89 8 66 34 40 81 51 66 51 41 51 59 55 17 47 54 258 34 11 857 2 42 188 168
internal_value=0 0.000418697 -0.00118695 -0.000926846 -0.000678097 -0.000440054 -0.000253315 0.00191433 -1.95311e-05 -0.000222991 -4.14566e-05 9.21807e-05 0.000235384 -0.000425016 0.000428232 0.00055134 0.000691138 0.000899202 0.00112072 -0.0023013 0.0013228 0.00153546 0.00174599 0.00205624 -0.00254786 -0.00249413 -0.00273433 -0.000689936 -0.000862715 -0.000409819
internal_weight=0 53.2744 106.181 86.0875 74.6347 66.916 62.2134 12.0724 41.202 38.5847 56.5224 54.1576 51.7941 36.3381 47.8176 46.1419 44.1005 40.7538 37.3072 20.0935 34.6804 32.0097 29.8434 25.6803 11.4529 19.3481 18.1518 32.4335 30.6728 23.2557
internal_count=3910 987 2923 2041 1594 1320 1101 309 678 612 911 871 782 578 701 650 609 558 507 882 452 405 346 292 447 876 859 512 470 356
is_linear=0
shrinkage=0.00280982


Tree=129
num_leaves=31
num_cat=0
split_feature=4 123 48 133 3 39 50 13 159 1348 453 123 1 457 48 1375 160 484 403 132 12 52 131 0 160 133 49 130 16 16
split_gain=22.8983 9.90842 6.73348 5.98142 5.75501 4.76641 4.60529 4.38791 4.29816 3.8331 3.82032 2.92514 2.41635 2.07052 2.10453 1.84033 2.73824 1.70134 1.97445 2.7571 5.46074 1.92489 1.77474 1.66446 1.85452 3.01542 2.47371 1.67084 1.5746 2.39433
threshold=0.28937500000000005 1.0000000180025095e-35 0.11930500000000001 -0.0023199999999999996 0.16699000000000003 0.16168500000000002 0.11901000000000002 -0.52445999999999982 -1.0000000180025095e-35 0.090260000000000021 1.0000000180025095e-35 -0.041524999999999992 0.11287500000000002 0.081330000000000013 0.082070000000000018 -0.43271999999999994 0.08234000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.080815000000000012 0.051320000000000005 -0.010284999999999997 0.097135000000000013 -0.19631499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090445000000000011 -0.08075499999999998 -0.38486499999999996 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -3 5 9 10 -6 -5 11 -2 -1 -9 17 -15 -16 -17 -13 -19 21 -21 22 -20 -23 -25 27 28 -26 -27 -30
right_child=2 3 -4 8 7 -7 -8 12 -10 -11 -12 13 -14 14 15 16 -18 18 19 20 -22 23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0012079273310194416 0.0019152059038770293 -0.0023845391370292731 -0.0017520967775935849 -0.0021157930733236951 -0.002872587486146477 0.0019809729119711142 -0.0015854578559396076 -0.00047827051341420317 0.001496631172579477 0.0014355912973539084 -0.0021412906035627607 -0.0024086082669031229 0.0023931614140368161 -0.0020657086968208878 -0.002106548595282923 -0.0013674788759440893 0.0010540585088759376 -0.0022593880035162075 -0.002303903043695473 0.0020292107925815161 -0.0015923797383109086 -0.00013095526736875255 3.7426098609842443e-05 -0.0022715450655289905 -0.00026757013154737067 -0.0026042347013772514 0.0010106449829484568 -0.0022825318444880264 0.00068745281847011478 -0.0012904890329029843
leaf_weight=1.5351480022072781 16.032697536051284 3.5366706512868396 4.5907238163053981 1.9306634664535511 1.7609780095517633 1.6377766877412785 2.4976076409220687 2.5862832702696315 9.7372719496488553 1.7688029184937466 1.2222786173224438 30.273346487432718 3.2165706474334002 7.9574034772813347 2.9974272176623336 4.398072883486746 4.7529111858457327 40.266748767346144 35.887715589255095 2.8132791779935342 7.3777101971209049 3.6726660057902327 1.6568185612559307 17.807715691626072 2.2531854473054436 3.299651198089129 2.8022325336933127 18.893706616014242 3.5843837559223237 18.169893205165859
leaf_count=18 362 34 38 11 10 19 18 20 161 20 8 554 60 97 16 37 36 816 519 31 95 29 23 301 21 21 23 315 19 178
internal_value=0 -0.00159197 0.000660774 0.000135149 -0.0017106 -0.00177767 0.00122155 0.000185391 0.000898893 -0.00180668 0.00162786 -0.00183394 0.00111339 -0.0018563 -0.00118157 -0.000602437 -0.000109761 -0.00192817 -0.0018364 -0.00169232 -0.00059262 -0.00179606 -0.00220058 -0.00158059 -0.00166028 -0.00143814 -0.000960109 -0.00206784 -0.00118053 -0.00096459
internal_weight=0 236.575 24.3433 15.2046 221.37 213.807 19.7526 7.56383 11.6679 212.169 17.255 210.4 5.80285 208.865 20.1058 12.1484 9.15098 188.759 158.486 118.219 10.191 108.028 37.5445 70.4834 66.8108 49.0031 27.8562 21.1469 25.0539 21.7543
internal_count=3910 3484 426 206 3278 3188 388 90 172 3169 370 3149 80 3131 186 89 73 2945 2391 1575 126 1449 542 907 878 577 241 336 218 197
is_linear=0
shrinkage=0.00221173


Tree=130
num_leaves=31
num_cat=0
split_feature=4 12 48 3 49 50 15 147 9 4 4 3 1 48 49 453 3 11 12 15 42 2 130 43 51 3 13 1 4 394
split_gain=10.6199 7.25216 4.06491 3.02363 2.98244 2.62172 2.60335 2.91502 2.87101 2.84491 3.82066 2.25581 2.13103 2.1107 2.18534 2.05619 1.88477 1.97551 1.77006 2.11924 1.68791 3.41055 1.62931 2.04847 1.45605 1.40804 1.36765 1.53868 1.45136 1.44698
threshold=0.28937500000000005 0.080120000000000011 0.11930500000000001 0.097615000000000021 -0.22390499999999999 0.14390500000000003 0.079360000000000014 0.088565000000000019 -0.016839999999999997 -1.0000000180025095e-35 -0.48072499999999996 -0.11171999999999999 0.085110000000000005 0.09227500000000001 -0.045004999999999996 1.0000000180025095e-35 -0.100615 0.08184000000000001 -1.0000000180025095e-35 -0.13823999999999997 -1.0000000180025095e-35 0.084145000000000011 -0.082634999999999986 0.0016850000000000001 0.11024000000000002 -0.086589999999999986 -0.094679999999999986 0.08844500000000001 0.15927500000000003 -0.47621999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 25 15 7 8 -1 10 -10 -12 -13 -11 -15 24 17 20 19 -14 -6 -22 23 -18 -2 -3 27 28 -24 -28
right_child=2 3 -4 -5 16 -7 -8 -9 9 13 11 12 18 14 -16 -17 22 -19 -20 -21 21 -23 26 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0039252097219090445 0.0031231233103423649 -0.0013062349406302793 -0.0020089884158215818 0.00079314302409722363 -0.0025999354550223239 -0.0038391156090658825 -0.0025170260111228152 0.0039493282442094367 -0.0023609977480914981 -0.0019646002222591086 0.0040531102202783775 -0.0016020797518274672 -0.0014909390948047287 0.0025575143770093247 -0.001421129892830608 -0.0024907329233975315 -0.0027026880614236287 -0.0030828129970764135 9.7709011224198785e-05 0.0034834682740265649 -0.0039089151049172032 0.0013746063439648301 -0.0037472213906961835 0.0027023855089572204 -0.00066020727059443293 0.0024625038228998299 0.0027686012538667109 0.0013592262869590377 -6.0793036986437763e-05 -0.0028894709556559267
leaf_weight=1.9301833957433689 13.550330756232144 2.2074736338108778 3.2265710346400729 4.8409980088472357 3.0948239341378221 0.8027120269835003 5.2081486526876679 2.107803324237465 4.5518439356237641 14.623029764741664 2.62730494886637 3.7990344706922796 1.226170249283318 2.932267053052783 3.5671700630336991 0.91162998601794321 1.7129993271082633 4.4768465301021925 7.0332836266606948 5.3744930010288989 1.7771884221583603 7.1711953468620777 2.9593762494623652 1.5633964743465183 1.2995812073349942 2.4253709353506556 0.53316590003669162 1.9644184261560438 2.1490988209843636 44.844685743562877
leaf_count=49 355 24 38 33 114 9 79 30 78 173 27 48 14 32 50 8 50 138 75 97 36 75 83 16 16 22 14 26 35 2066
internal_value=0 -0.00117902 0.001497 -0.00182406 -0.00198887 0.00217994 -0.000220265 2.00659e-05 -0.000153692 -0.000325838 0.000463042 0.00110384 0.000659359 -0.00124505 0.000373864 0.00248648 -0.00215916 -0.0011463 0.0012895 0.0025594 -0.000426435 0.000325276 -0.00245941 -0.000123551 0.00279203 0.000666762 -0.00260533 -0.00120884 -0.00219637 -0.00282299
internal_weight=0 136.702 19.7908 81.721 76.88 16.5643 54.9807 49.7726 47.6648 45.7346 24.6121 20.0603 17.433 21.1225 6.49944 15.7615 72.2472 16.5201 13.6339 6.60066 12.0432 8.94838 55.7271 3.2764 14.8499 4.63284 52.4507 7.07289 5.10848 45.3779
internal_count=3910 3484 426 2732 2699 388 752 673 643 594 339 261 234 255 82 379 2653 363 186 111 225 111 2290 66 371 46 2224 144 118 2080
is_linear=0
shrinkage=0.0034143


Tree=131
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 0 47 50 4 151 15 51 474 42 4 42 1 43 13 15 3 41 457 42 123 16 12 4 1 3
split_gain=19.3082 6.14502 5.36315 4.58738 4.27331 3.8336 3.81071 5.26206 3.69061 3.1116 3.61797 2.45239 2.79303 2.36795 2.38978 2.59448 1.95021 3.1004 1.96895 1.80261 1.83332 1.89575 1.67054 1.64108 1.55299 1.55061 1.54447 1.712 3.34068 2.15727
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.34489500000000001 -0.42985499999999993 -0.060094999999999989 0.096475000000000019 0.11551000000000002 0.39574000000000004 -0.40391999999999995 0.035895000000000003 -0.097124999999999989 0.084655000000000022 0.095185000000000006 -0.52333999999999992 -1.0000000180025095e-35 0.14000500000000002 -0.073139999999999983 -0.071149999999999977 0.079360000000000014 -0.15002999999999997 0.077550000000000022 0.083995000000000014 -0.0060199999999999993 1.0000000180025095e-35 -0.53943499999999989 -0.0089849999999999982 0.0057500000000000008 0.08844500000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 23 -3 8 7 9 22 -6 -11 -1 19 14 -7 -16 17 18 -8 20 -13 24 -4 -2 26 -19 -22 28 29 -28
right_child=1 4 5 -5 6 13 16 -9 -10 10 -12 12 -14 -15 15 -17 -18 25 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0024637144808411521 0.00016158186564138119 -0.0029576447802199656 -0.0022767611630584985 -0.0034814653500307236 -0.0032045650921570805 -0.0027172035017096179 -0.0012141787404112557 -0.0031794813234770928 0.0032715128059875617 0.0020053682864624341 -0.00034094717639358954 0.0014579280851030653 0.0018414077181652165 -0.0030131296432994513 -0.0022911292949791468 0.0013497642370422533 0.001071817328311572 -0.00016616741748189315 0.0031901469766028256 -0.0030890469784374355 -0.002641425704767603 -0.0031246790427363466 -0.00081766612716344545 0.0029099893380976219 0.0008117750557359865 -0.0032836229362631017 0.0020421909346068426 0.0008147322418166369 -0.0033948287537572436 -0.0016004526825759582
leaf_weight=4.746754763647913 2.0480445809662333 3.6022358424961558 65.077851891517639 1.1099622100591648 1.2568738646805311 2.0765090174973002 1.8604837302118542 2.4464622773230067 1.0342461094260205 19.592171879485257 7.2778630144894114 3.7390453778207329 4.3598523624241343 2.4389305580407372 1.9677921887487162 8.0271535404026491 2.9114262759685507 1.6642777547240246 1.4649610780179489 2.1624756101518861 3.208223942667261 2.3148967549204817 7.0194111261516801 12.229350252076982 6.038936272263526 5.7033380530774593 2.5936452466994471 5.3173884451389322 3.4692850559949875 2.6583373937755823
leaf_count=94 25 114 2153 8 10 22 32 37 10 295 69 27 39 69 37 68 23 15 12 37 47 39 105 276 65 71 20 36 32 23
internal_value=0 0.000521353 -0.00139797 0.00208313 1.83893e-05 -0.00179352 0.000261053 0.000817768 -0.00205825 0.00116545 0.00136986 -0.000544306 -0.000290251 -0.000459313 5.66627e-05 0.00063295 -0.000990053 -0.00155144 0.000726063 -0.000585269 -0.000400729 -0.00067219 -0.0021347 0.00251574 -0.000428382 -0.00257942 -0.000862619 -0.000456112 -0.00123095 0.000198435
internal_weight=0 63.1675 128.251 15.3874 47.7801 87.6419 44.1779 30.5734 73.1315 28.1269 26.87 40.6088 35.8621 14.5104 12.0715 9.99495 13.6045 10.6931 3.32544 31.5022 29.3398 25.6007 72.0973 14.2774 23.2858 7.36762 17.2469 14.0387 8.72127 5.25198
internal_count=3910 987 2923 309 678 2464 564 411 2268 374 364 459 365 196 127 105 153 130 44 326 289 262 2258 301 223 86 158 111 75 43
is_linear=0
shrinkage=0.0028416


Tree=132
num_leaves=31
num_cat=0
split_feature=1 12 403 484 52 1213 52 40 3 39 52 0 132 0 49 474 159 130 12 150 475 4 3 4 147 151 3 483 133 48
split_gain=10.1322 3.9594 3.6351 4.15599 4.30414 3.56103 3.14169 3.06869 2.97764 2.96968 2.723 3.12153 4.14379 2.68434 2.93821 2.82652 2.36732 2.78026 2.62194 2.23737 2.21667 2.04885 4.90913 1.93264 1.92315 1.90645 2.11156 1.90479 1.87425 1.99336
threshold=0.10113500000000002 -0.071274999999999991 -1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.42035499999999998 0.34489500000000001 0.31335500000000011 0.15608500000000003 0.14114500000000005 -0.077944999999999987 0.080815000000000012 -0.099864999999999995 -0.085974999999999982 0.084795000000000023 0.094195000000000015 -1.0000000180025095e-35 0.095295000000000019 0.081245000000000026 -0.086424999999999988 -0.076329999999999995 -0.084129999999999996 0.51224500000000017 0.088505000000000014 -0.086424999999999988 0.14320000000000002 0.086680000000000021 -1.0000000180025095e-35 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 20 -4 5 -5 -7 -2 9 19 11 13 16 14 -8 28 17 -13 -19 23 -1 22 -15 27 -21 -22 -27 -3 -16 -30
right_child=1 8 3 4 -6 6 10 -9 -10 -11 -12 12 -14 21 15 -17 -18 18 -20 24 25 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0029334808657881907 0.0025880180032246077 -0.00083511274908710067 -0.0029159965257969001 -0.0033161607433502536 -0.0031121021041267331 -0.0026507227615117446 -0.0027493665414689912 -0.0037157020744308031 0.0033919683832297699 0.003386839211615672 0.0038820689955739347 -0.0035337400662824882 0.0045645380134956342 -0.0024369990367025863 -0.002582148455063982 0.0041678418626235137 -0.0031299999588713157 0.0023604857359687567 -0.00091716433310084285 -2.0897626011958332e-05 0.0011543842047856715 -0.0025656149437583587 0.0041703003616020626 0.002517841273904258 0.0035535884868703907 -0.0032886413351646019 0.0043272090128401979 -0.0036471684155136037 0.0013857235182571394 -0.001339601992724083
leaf_weight=0.71120518445968883 10.308329261839386 23.353520328179009 10.714695404283701 4.3468338809907427 7.2874155463650814 5.3762884233146897 3.3250233102589872 0.86090265959501344 2.4133910648524752 2.1360733602195969 1.727141611278056 1.397821882739662 2.6967961844056836 3.2366303447633982 2.3121165167540338 1.9621976241469372 1.8734118882566679 7.4945722837001174 3.7763170069083571 5.0695221852511159 1.1501326393336082 10.448975066654389 1.8005838096141733 1.5817081723362196 2.2297571450471878 16.387944621965293 0.38332571089267631 2.7725545316934577 9.026436297222963 3.9782661590725175
leaf_count=6 301 377 447 219 274 190 37 8 66 34 14 14 30 95 57 16 41 89 58 65 17 328 21 42 52 857 2 42 81 30
internal_value=0 0.000415674 -0.00134018 -0.00105207 -0.00077495 -0.00051203 -0.000310333 0.00210214 -6.05191e-05 -0.000284846 -8.17921e-05 -0.000210167 0.000912681 -0.000746509 1.18931e-05 0.000543246 0.000235455 0.000733128 0.00126231 -0.000508886 -0.00262021 -0.00175555 -7.51784e-05 -0.000925094 0.00107102 -0.00284061 -0.00311457 -0.00113353 7.89083e-05 0.00055202
internal_weight=0 50.7258 101.414 82.7815 72.0668 64.7794 60.4326 11.1692 39.5565 37.1431 55.0563 53.3291 17.2389 36.0902 20.604 17.279 14.5421 12.6687 11.2709 35.0071 18.6326 15.4862 5.03721 27.7078 7.29928 17.9214 16.7713 26.1261 15.3168 13.0047
internal_count=3910 987 2923 2041 1594 1320 1101 309 678 612 911 897 232 665 221 184 202 161 147 578 882 444 116 461 117 876 859 419 168 111
is_linear=0
shrinkage=0.0032076


Tree=133
num_leaves=31
num_cat=0
split_feature=1 123 15 3 150 3 11 15 133 52 2 1456 149 11 483 39 49 52 15 13 13 403 393 160 48 48 43 0 0 133
split_gain=31.1677 9.8993 7.37073 6.31603 6.14458 5.37041 4.42621 5.42252 4.27087 3.67129 3.52346 3.17289 2.85499 2.81782 2.75813 2.70831 2.36067 2.94462 2.95099 2.31439 2.29305 1.61805 2.63156 2.38827 2.35556 3.65391 1.70437 3.36343 2.09349 2.19136
threshold=0.10398500000000001 1.0000000180025095e-35 -0.24219999999999997 -0.115685 0.075065000000000007 0.084925000000000014 0.08184000000000001 0.035895000000000003 -0.0023199999999999996 -0.092854999999999979 0.16971500000000003 0.091465000000000005 0.092550000000000007 0.088315000000000018 0.089065000000000019 0.005105000000000001 -0.082494999999999985 0.11588000000000002 -0.095799999999999982 -0.085774999999999976 0.17936000000000002 -1.0000000180025095e-35 0.085075000000000012 -1.0000000180025095e-35 0.091555000000000011 0.10288500000000002 -0.17307499999999998 -0.07773999999999999 -0.10071499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 6 10 21 7 20 -3 -7 13 -2 -6 14 15 19 -11 18 -18 -4 -1 -5 23 -23 26 -26 27 -25 29 -28
right_child=2 8 4 5 12 9 -8 -9 -10 16 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.001253971800018265 0.0016906967910221169 -0.0017087555959972539 0.00070628073601057355 -0.0019279972724709764 0.001426398112196957 -0.0019703437620534748 -0.0017855344201813212 -0.0014659435571367989 0.0012976126863512374 -0.0016475101620031154 0.0021937989506321787 -0.0013990256449766289 -0.0013090046439762598 -0.0023124963047120818 -0.0020408219183115925 0.00095821841678749313 -0.00061791270525310166 -0.0013946747341146905 0.0012754204122119037 -0.00080472913416645519 -0.00073557872055432082 -0.0019526044064511381 0.00040326179381747993 -0.0018683389125171629 0.0013642920311578688 -0.0020870271794398562 -0.0020533371346260678 0.0015635542565392065 -0.001677962407580567 0.00034709574358214812
leaf_weight=10.082831226289278 17.338706463575367 2.1519646681845179 4.7550828233361271 30.057220183312893 12.664975281804798 5.3620485402643707 5.5277412440627804 5.247931443154811 8.5589730553328973 3.353283196687701 1.8645274639129628 1.3002257868647564 1.5595255866646756 2.8570475317537776 3.0886225551366797 6.3037550188601008 4.8721789866685929 3.6696225963532916 7.7787614129483655 16.452712077647455 2.665451366454362 25.063706738874316 2.8194299899041644 2.1436992026865482 2.9334925655275574 1.8020737934857605 2.0956384055316448 2.0170818604528895 33.219538293778903 4.0755217559635559
leaf_count=75 283 29 42 837 170 73 92 81 88 26 24 12 17 46 31 69 29 34 49 193 31 624 32 33 35 35 39 21 729 31
internal_value=0 -0.00108002 0.000452566 -0.00120275 6.78729e-05 -0.00136588 -0.000292477 0.000166133 0.000693595 -0.000571059 -0.000358448 0.00147516 0.0011265 -0.000500682 -0.000331518 -0.000139621 -0.000189688 0.000109842 0.000546253 -0.00046594 0.00083799 -0.0015532 -0.0014053 -0.00147482 -0.00122683 5.0926e-05 -0.00136576 -0.000204611 -0.00148841 -0.000468057
internal_weight=0 165.498 68.1852 154.787 49.5462 131.263 23.524 17.9962 10.7109 25.0359 35.3217 18.6389 14.2245 33.4572 30.6002 27.5115 19.6738 16.3206 12.6509 21.2078 12.7483 106.227 76.1702 73.3508 48.287 4.73557 43.5515 4.16078 39.3907 6.17116
internal_count=3910 3023 887 2906 592 2627 279 187 117 211 405 295 187 381 335 304 138 112 78 235 106 2416 1579 1547 923 70 853 54 799 70
is_linear=0
shrinkage=0.00190765


Tree=134
num_leaves=31
num_cat=0
split_feature=1 52 403 484 52 1213 47 15 48 11 3 16 50 457 124 52 133 159 49 49 2 13 51 4 13 484 150 49 43 475
split_gain=9.3458 3.72802 3.47941 3.85821 3.96763 3.32319 3.27991 3.14163 2.83039 2.81781 2.98985 3.09137 2.67998 2.64232 2.50058 2.17841 2.36449 2.12949 2.18308 2.69149 2.84908 2.36415 2.28943 4.92914 2.11239 2.09402 2.13011 2.08039 2.08017 2.02912
threshold=0.10113500000000002 -0.42985499999999993 -1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 0.08801500000000001 0.035895000000000003 0.12862000000000004 0.08184000000000001 -0.11266 0.3935300000000001 0.14390500000000003 -0.066264999999999991 -0.036134999999999994 0.14114500000000005 -0.21767499999999998 0.096890000000000018 0.0062100000000000011 -0.085974999999999982 0.086650000000000019 -0.090929999999999983 0.08955500000000001 -0.0031049999999999997 0.17936000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093425000000000022 -0.073684999999999987 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 29 -4 5 -5 7 8 12 10 24 13 -3 -12 -15 16 -16 18 19 -18 -21 -20 23 -22 -7 -8 -27 28 -28 -1
right_child=1 6 3 4 -6 9 25 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 21 20 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0027309926617148594 -0.003268106705569534 0.002272815465160036 -0.0028201994501578401 -0.0032605223264327568 -0.0030229520774914167 0.0025123776210788326 -0.0032312097295026099 -0.00061841314311178333 -0.0019603193847898522 -0.0030189697870313969 -0.002839995418045404 -0.0034845479429189675 -0.0034750950703333412 0.002259330975048309 -0.0032654944975160543 0.0035857140330115412 -0.0019941681902359552 -0.0033247622819424258 0.0027882225367433602 -0.00031291914619226342 0.00079593150170573224 -0.0028358920381437148 -0.0011405710798305542 0.0056827257781817244 -0.00105241327232793 -0.0032612417990378218 0.0014692976242727286 0.0026070728790635925 -0.0017437209674208978 -0.0027765222082531608
leaf_weight=0.69613432139158504 2.6320522474125019 21.39939727075399 10.248403692618011 4.0706591121852389 6.889228311367332 6.3569570854306203 2.5038195997476569 7.3820196874439707 1.9048668146133412 3.5998850269243112 3.5644078720360985 3.1238888334482899 0.84268609248101611 4.3657712936401358 2.7091738590970627 1.4052358120679844 3.9228635206818643 2.0288746692240229 0.90600363165140141 10.431306796148421 5.2848689425736657 4.2579199401661745 1.8852601945400227 3.3840240314602843 2.2493283469229937 1.8147573750466079 3.4489472508430454 3.1621668394654998 4.8405527435243139 16.915027065202594
leaf_count=6 115 539 447 219 274 65 55 93 14 63 90 114 14 63 120 9 54 71 5 157 80 143 14 26 27 22 40 46 49 876
internal_value=0 0.000393933 -0.00128568 -0.00100779 -0.000744079 -0.000497021 0.000597714 0.0011865 0.00173829 -0.00030788 -0.000133214 -0.000445261 0.00205504 -0.000230192 -9.63202e-07 -0.000273441 -0.000429229 -0.000189862 2.1639e-05 0.000409485 0.000858806 -0.00184915 0.00201689 0.00270356 0.00158069 -0.000579431 -7.89517e-05 0.000425349 -0.000406906 -0.00255882
internal_weight=0 49.9313 98.2952 80.6841 70.4357 63.5464 47.2992 31.529 24.147 59.4758 55.8759 47.2696 22.2421 44.1457 40.5813 36.2155 34.8103 32.1011 30.0722 24.9083 20.9855 5.16392 10.5542 8.66889 8.60629 15.7702 13.2664 11.4517 8.2895 17.6112
internal_count=3910 987 2923 2041 1594 1320 872 660 567 1101 1038 946 553 832 742 679 670 550 479 331 277 148 120 106 92 212 157 135 89 882
is_linear=0
shrinkage=0.00316148


Tree=135
num_leaves=31
num_cat=0
split_feature=1 12 150 51 0 4 4 453 1 1429 4 52 3 47 47 14 47 16 132 403 15 393 43 43 0 2 48 3 3 51
split_gain=19.8447 8.52726 6.55015 6.00856 4.83442 4.85776 4.49528 4.73192 3.72603 4.58871 3.81598 3.27345 3.0933 2.84943 4.24299 2.3181 3.39465 2.22762 1.93848 1.9256 2.05801 2.11917 2.17895 4.62718 2.04915 1.85614 1.74762 2.02505 2.91562 1.64925
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.40274499999999996 0.024745000000000003 -0.49837999999999999 0.22584000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.084710000000000021 0.074650000000000008 0.10433000000000002 0.31335500000000011 0.084155000000000021 0.10976000000000001 -0.46879999999999994 0.11861000000000001 -0.088144999999999987 0.082150000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085075000000000012 -0.083254999999999982 -0.08921999999999998 -0.071924999999999989 0.11708 0.12738500000000003 0.094625000000000015 -0.087544999999999998 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 8 11 12 15 19 10 17 -6 25 -5 -15 -8 -17 29 -19 -1 -21 22 23 24 -22 -3 27 28 -4 -10
right_child=1 2 26 13 5 -7 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022549948139036465 -0.0027607502862596394 -0.0016730218546516084 0.001773061973051383 0.0021404088764653802 -0.0023690627799658336 0.0010205570390487665 -0.0013855390721838905 -0.0026460965417240074 0.0001468310378968686 0.0019462452756556592 0.0015198221603954986 0.0007383947216838189 0.0023500275900789282 -0.0012659808766878134 0.0021830266456967793 0.0016331017750769194 -0.0012929367820941379 -0.0017869202759383661 0.0013290509273679782 -0.0017950965114554543 -0.0019776696908738061 0.0016730743325155074 -0.0015727817417301663 0.003687652814504486 0.0013927256986757716 -0.00018345307516794536 -0.00099363028276304465 0.0025464641936986344 -0.0014715556972551419 -0.0018114505502888317
leaf_weight=17.671090696007013 1.5684404745698 19.116668263450272 3.7026464343070984 15.455924473702909 4.9435246214270618 8.8524921834468824 2.1029320769011983 2.2826582118868819 7.4043758995830995 2.696815798059105 2.6087443511933079 2.3486752789467573 1.0997071899473656 3.3704268448054782 3.3309697918593884 9.8367846924811584 2.2971558049321184 18.982977360486991 0.98646657168865104 27.787705590948462 3.0188257619738574 1.4197496250271786 12.594103708863258 1.2713976912200493 1.1778370682150128 4.9456338696181765 1.5046740472316731 4.7691720575094223 2.0052921157330257 2.7777547892183065
leaf_count=666 10 380 48 320 69 77 21 20 118 26 27 18 18 29 42 119 19 433 20 813 62 19 304 14 19 53 11 76 21 38
internal_value=0 0.000256563 -0.00022178 0.00133849 -0.00115913 -5.83967e-05 -0.000627736 0.000250647 -0.00133613 -0.000771102 -0.000994793 -0.00136821 -0.00120442 0.00162866 0.000448369 0.000715094 0.00107915 -0.00121236 -0.001633 -0.00164463 -0.00141646 -0.000876392 -0.00107679 6.55876e-05 -0.00103173 -0.00136686 0.00119044 0.0015041 0.000633175 -0.000387402
internal_weight=0 77.3891 53.6633 23.7258 116.543 16.1447 41.6815 16.5195 100.398 35.4571 32.7603 7.2922 25.162 22.1573 6.7014 14.2369 12.1339 30.1516 19.9694 64.9407 47.2696 19.4819 18.0622 5.46806 4.19666 24.0623 11.9818 10.4771 5.70794 10.1821
internal_count=3910 1187 786 401 2723 164 630 179 2559 662 636 87 451 391 71 159 138 609 453 1897 1231 418 399 95 81 433 156 145 69 156
is_linear=0
shrinkage=0.00216722


Tree=136
num_leaves=31
num_cat=0
split_feature=1 12 150 51 0 4 4 453 1 1429 4 3 124 52 159 48 42 51 51 150 2 403 1213 122 147 12 403 15 393 43
split_gain=29.1951 11.487 8.29883 7.02917 5.98904 5.87351 5.58013 5.26108 4.32498 5.74041 4.40848 4.19064 3.68418 3.28385 2.88499 3.16892 2.59826 2.32731 4.77197 2.3235 2.21302 2.02114 2.46004 2.00495 1.954 2.9091 1.70014 2.12445 2.08208 2.03678
threshold=0.094485000000000013 -1.0000000180025095e-35 0.081245000000000026 -0.40274499999999996 0.024745000000000003 0.22584000000000001 -0.49837999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.084710000000000021 0.074650000000000008 0.31335500000000011 -0.52484999999999993 0.10433000000000002 -1.0000000180025095e-35 0.11930500000000001 0.15516500000000003 0.077145000000000005 0.08955500000000001 -0.07009 0.086650000000000019 0.03138500000000001 -1.0000000180025095e-35 0.089350000000000013 0.088505000000000014 0.090585000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085075000000000012 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 -2 8 11 13 14 26 10 17 16 -5 -6 -7 -16 19 21 20 -3 -19 -10 -23 -14 25 -4 -1 -28 29 -29
right_child=1 2 24 12 6 7 -8 -9 9 -11 -12 -13 23 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0020347759830284 -0.0025699490477345925 0.00098509502684863341 0.0013335955830957871 -0.0020697108098876593 -0.0021351144635008432 -0.0015753029663335572 0.00088852199639396145 -0.002385697340086917 -0.0017644976339649687 0.0017703691491815572 0.001308707647486353 0.0021478318995842433 0.0018200838179102967 0.00058840884372508709 0.0013488030865584991 -0.0012287716543381579 0.001384721108659304 -0.0003828614080464165 -0.001846374689270224 -0.001565015728598902 0.0020143756709095303 -0.0020169215567940411 0.0014043516463890574 -0.00054029239281649856 0.0022065114551564164 -0.00099805225522865497 -0.0017093190701020443 -0.00018237419257271473 0.0012317060791979578 -0.0014954382392980518
leaf_weight=22.422759054228663 1.6743685305118585 1.4283212050795651 6.7033678218722326 1.028205014765265 5.5379848703742054 1.9152908138930858 9.6791222803294641 2.461137428879737 20.607691606506709 3.0391263701021662 2.8681928664445868 1.4032812155783165 23.935348536819223 2.4008305743336678 12.173079673200844 2.1183706521987906 1.3031666576862324 3.1130413059145194 5.0162810757756233 25.177050923928618 2.7381822243332863 1.4251804240047934 1.7982689850032318 1.4434742666780938 4.3044746890664092 2.9000176824629307 34.2176214158535 6.3817299511283681 1.5517976507544506 14.91056096740067
leaf_count=666 10 12 64 8 69 19 77 20 429 26 27 18 371 18 124 16 15 31 67 406 20 43 19 12 61 31 813 95 19 304
internal_value=0 0.000262834 -0.000205315 0.00129457 -0.00116181 -0.000588781 -0.000102818 0.000263951 -0.00131717 -0.000800753 -0.00100876 -0.00113186 0.0015396 -0.00131148 0.000666323 0.000966738 -0.00129677 -0.00120032 -0.000454389 -0.00142811 0.000738968 -0.00154048 -0.000108292 0.00168583 0.00111758 0.000629488 -0.00158099 -0.00140268 -0.000943366 -0.00110189
internal_weight=0 89.969 61.8876 28.0814 137.708 47.9797 17.6179 18.6679 120.09 40.606 37.5668 29.3118 26.407 7.93882 16.2067 14.2915 27.9085 34.6986 10.8675 26.6054 5.85122 23.8311 3.22345 25.3788 13.9079 9.60339 79.4845 57.0617 22.8441 21.2923
internal_count=3910 1187 786 401 2723 630 164 179 2559 662 636 451 391 87 159 140 433 609 118 418 51 491 62 383 156 95 1897 1231 418 399
is_linear=0
shrinkage=0.00194499


Tree=137
num_leaves=31
num_cat=0
split_feature=1 123 15 3 3 150 52 14 484 133 4 49 2 52 11 484 149 48 15 39 12 1 13 403 393 160 48 16 48 0
split_gain=26.2219 9.12741 6.00329 4.91135 5.56163 4.64511 3.74531 3.72321 4.30122 3.57879 3.42652 2.97592 2.82451 2.70712 2.55333 2.52293 2.51653 2.4858 2.39317 2.26499 2.24682 2.20248 2.04923 1.74269 2.68551 2.52159 2.58647 3.52763 2.47552 1.72124
threshold=0.10398500000000001 1.0000000180025095e-35 -0.24219999999999997 -0.115685 0.084925000000000014 0.075065000000000007 -0.092854999999999979 0.077685000000000018 -1.0000000180025095e-35 -0.0023199999999999996 -0.48072499999999996 -0.085974999999999982 0.16971500000000003 0.11588000000000002 0.088315000000000018 -1.0000000180025095e-35 0.092550000000000007 0.084905000000000022 0.05377500000000001 0.005105000000000001 0.086305000000000007 0.11774500000000002 -0.085774999999999976 -1.0000000180025095e-35 0.085075000000000012 -1.0000000180025095e-35 0.086870000000000017 -0.014099999999999998 0.10031000000000001 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 7 23 12 -6 8 -1 -3 -10 -8 14 17 15 -4 -7 -13 20 22 -12 -2 -17 -5 25 -25 29 -28 -29 -27
right_child=2 9 5 4 6 16 11 -9 10 -11 18 13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0024754960290778645 0.00048332983776774201 -0.0018496518047244536 -0.0018658180710359482 -0.0021915479224931325 -0.0022279658486660595 0.0015844667208281527 -0.002306780923639055 -0.0023764090262414299 -0.0015660364212242625 0.0015074449608310837 0.0024845867446532362 0.001756499196220335 0.002466961304619274 -0.001513134220214507 -0.0025916854751582927 0.00080909385917784268 -0.0014032475673351197 -0.00018373233818129789 -0.0009191685231209354 0.0011660500461650898 0.00040121823208123808 0.0021955462172966221 -0.00081997573921048972 -0.0022220158954924926 0.00063974094918586551 -0.0004777714090785868 -0.0022528675744148863 0.0023228998808699814 -0.0015831287785630938 -0.0017353009121852095
leaf_weight=2.7328440900892081 5.2669907510280636 1.8921127952635277 4.1007651798427167 25.884246617555618 4.8422894813120392 11.774227749556301 2.4616127684712437 3.6016588360071173 3.0695106890052584 8.2186551950871927 5.3267888948321289 6.1358657665550727 1.6958955898880947 3.2161388136446467 2.4809201098978511 5.1299801021814408 1.5445868670940388 6.6803222857415676 2.4558172058314076 6.0731503330171099 4.7366383671760559 11.770319521427153 13.802464241161941 21.663599103689194 2.6780280321836463 6.3601763676851943 2.1359305381774902 2.8781503215432163 1.0810422599315641 30.807205660268668
leaf_count=39 61 29 58 837 73 170 22 75 41 88 45 43 24 34 46 45 17 39 34 69 45 234 163 624 32 78 42 36 26 741
internal_value=0 -0.00113956 0.000548303 -0.00128667 -0.00146604 0.0001396 -0.000504925 -0.000330842 7.12751e-05 0.000879203 0.000517746 -5.37797e-05 -0.000299935 0.000292147 -0.000448487 -0.000265809 0.00123798 0.000745171 0.00102866 -3.41736e-06 0.00150399 0.00166622 -0.000378559 -0.00170595 -0.00152002 -0.00160911 -0.0013022 2.66208e-05 0.00125637 -0.00152011
internal_weight=0 148.859 63.6393 138.748 116.825 46.602 23.3362 21.9233 18.3216 10.1108 15.5888 18.4939 33.2832 16.0323 31.5873 29.1064 13.3188 12.8162 12.5192 25.0056 10.0634 17.0373 18.9324 93.4884 67.6041 64.9261 43.2625 6.09512 3.95919 37.1674
internal_count=3910 3023 887 2906 2627 592 211 279 204 117 165 138 405 116 381 335 187 82 124 277 90 295 208 2416 1579 1547 923 104 62 819
is_linear=0
shrinkage=0.00220078


Tree=138
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 47 50 0 4 160 42 48 14 51 474 42 43 4 3 0 4 2 158 4 1 43 13 3 133 123
split_gain=17.5131 5.90406 4.92805 4.11685 4.10106 3.63846 5.08081 3.43183 3.62633 2.82655 3.56427 3.00817 2.56853 2.48825 3.2343 2.29608 2.40065 3.44441 2.64087 2.18578 2.34916 2.07792 1.97913 1.89759 1.89047 3.32974 1.92649 1.71969 2.02705 2.91301
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.34489500000000001 -0.42985499999999993 0.096475000000000019 0.11551000000000002 -0.060094999999999989 0.39574000000000004 -0.079234999999999986 -0.14127499999999996 0.12862000000000004 0.077685000000000018 -0.097124999999999989 0.082665000000000002 0.095185000000000006 -0.18906999999999999 -0.51381999999999983 0.097615000000000021 0.12007500000000002 -0.14963999999999997 0.11462500000000002 0.088450000000000015 -0.048489999999999991 0.14000500000000002 -0.073139999999999983 -0.071149999999999977 -0.14818499999999998 -0.0023199999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 -2 -3 6 9 8 -4 21 -11 22 13 -1 27 16 -9 -18 19 20 -19 -6 23 -12 25 26 -7 -15 -29 -30
right_child=1 4 7 -5 5 24 -8 15 -10 10 11 -13 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0023088966174819639 0.0023520090524641805 -0.0028091279487107981 -0.0019990032724422372 -0.0032385941670899482 -0.0019976894452268675 -0.0010980083964581659 -0.0030109155660393945 0.0031915310131983158 0.0031101418716468258 -0.0021249503102888831 0.00031190248350760507 -0.00045801212472218635 -0.0030924201168807345 0.0013599138096231555 0.0022204557774136969 -0.0028642897662352501 -0.0033510592192671522 0.0033036919255268896 0.0033806308407604659 -0.002273733369069106 -0.0010901432283160059 0.0014516629242714452 -0.0010840996250824711 0.0028893303447934441 0.0010047350007060935 -0.0024823292342620188 0.003037979918544632 -0.0028932188148602569 -0.00090283669523021093 0.001434933653298714
leaf_weight=4.1173403467982999 13.585864992812274 3.5257013421505681 68.170668676495552 1.0343879237771023 3.3842812664806905 1.8124982453882696 2.4372487589716902 1.524819042533635 1.0290717557072628 1.8505494408309555 2.4565071538090821 3.6125988252460948 2.6327951662242404 3.5676134862005702 3.9224870204925528 2.4113949295133343 2.3014314919710133 1.6692193187773208 1.7057841122150419 2.6471129823476076 1.8971983734518318 2.0442731939256191 1.2087706401944149 13.763720337301482 2.8525727801024905 7.368015630170702 1.5035592354834069 2.6198226343840423 17.470400620251898 5.0036183483898631
leaf_count=89 301 114 2258 8 37 32 37 10 10 13 25 32 36 27 36 69 26 10 9 28 44 33 13 221 23 86 12 56 163 52
internal_value=0 0.000454178 -0.0013032 0.00195647 -5.12339e-06 0.000218066 0.000731689 -0.00167511 -0.00192302 0.00105377 0.00146936 0.00178547 -0.000515066 -0.000330177 -8.01445e-05 -0.00046327 2.96656e-05 -0.000442049 0.000403339 -0.000414009 0.000966339 -0.00069874 0.00225048 0.00249899 -0.000948988 -0.00147062 0.000777322 -0.000394995 -0.000644492 -0.000382355
internal_weight=0 62.4405 122.691 14.6203 47.8203 44.2946 30.7579 83.3567 69.1997 28.3207 22.8921 21.0416 39.3341 36.7013 32.5839 14.157 11.7456 10.2207 7.91931 6.21353 3.56642 5.42855 17.429 16.2202 13.5366 10.6841 3.31606 28.6615 25.0938 22.474
internal_count=3910 987 2923 309 678 564 411 2464 2268 374 304 291 459 423 334 196 127 117 91 82 54 70 259 246 153 130 44 298 271 215
is_linear=0
shrinkage=0.00270137


Tree=139
num_leaves=31
num_cat=0
split_feature=4 12 151 484 42 1 42 43 160 14 151 1 9 157 1213 160 52 403 132 376 3 12 12 15 0 49 2 1 48 13
split_gain=10.5116 7.17655 3.95223 3.00483 3.7127 3.57819 3.16364 3.30745 3.17187 2.83275 2.94634 2.83758 2.53736 2.33207 2.25704 2.31401 3.17243 2.41251 2.16855 2.45121 2.74789 2.30102 2.13141 2.31344 2.09351 2.30334 2.08223 2.51544 2.31042 3.09692
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 0.09901500000000002 -0.16369999999999998 -0.096329999999999985 0.073890000000000011 -0.024429999999999997 0.085110000000000005 -0.016839999999999997 -0.083874999999999991 -0.082704999999999987 0.099550000000000013 -0.42035499999999998 -0.092224999999999988 0.080815000000000012 0.048695000000000009 0.16699000000000003 -0.051479999999999991 0.10214500000000001 -0.14676499999999995 -0.14534499999999997 -0.07107999999999999 0.089710000000000012 0.10113500000000002 0.083775000000000002 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -3 -5 6 7 -6 -9 10 11 -1 -12 -10 -15 16 -16 -18 19 20 24 -22 23 -19 25 -14 27 -25 29 -28
right_child=2 3 -4 4 5 -7 -8 8 13 -11 12 -13 18 14 15 -17 17 22 -20 -21 21 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=-0.002986127174627986 -0.0029140198578579929 -0.0030267952707376451 0.001820317566579629 -0.0024461158152522776 0.0026963850301963297 0.0027732957924405193 -0.0027212351144072591 -0.0028947317787173625 -0.0031426061312669114 -0.0029377369182241675 0.0035584421872951405 0.0018436485479031604 -0.0026261119479517895 -0.003129284699910021 -0.0025354448433667089 -0.0027852119086413845 -0.0031288923752442951 -0.0035180934633605387 0.0021942229283928878 0.0014409948920711014 -0.0010832121720792008 0.0035040517812311243 -0.0025395328092843281 -0.00030540570087320547 -0.0021515939798924647 0.00054003666279315242 0.0036653436750459737 0.0044321298548129304 0.0049939291565472407 -0.0007277614222441466
leaf_weight=1.2440139949321736 1.7817485034465814 11.075382038950918 17.687221974134445 19.640983588993549 2.4600519612431517 2.3302766382694236 8.7296768976375443 6.2736070128157726 2.8456914713606265 3.086270496249198 1.4509652666747559 10.910693386569617 2.9608939737081528 2.3121121590957108 3.1366397775709691 2.4775598710402837 1.3750148313120174 0.85924656689167989 2.4969213716685763 4.1618624608963719 1.948337636888027 2.0706359930336466 1.4173944983631361 6.5013395836576633 14.7259525153786 7.3336029704660159 3.0862182304263115 1.2222669720649717 2.6050725989043713 2.8182597039267403
leaf_count=19 20 524 406 816 22 32 313 263 131 40 34 176 27 119 134 59 69 14 29 47 18 35 13 158 229 71 17 9 19 47
internal_value=0 -0.000995996 0.00138704 -0.00156026 -0.00132852 -0.000893431 -0.001071 -0.000705273 -0.000931868 -0.000121799 5.44695e-05 0.00134933 -0.000369191 -0.000530188 -0.00026288 -2.96999e-06 0.000296454 0.000743159 -0.000528831 -0.00073362 -0.00104528 0.00128022 0.0010308 0.00132687 -0.00141882 -0.000370608 0.00158332 0.000444313 0.00261713 0.00156848
internal_weight=0 133.557 19.469 81.1668 70.0914 50.4504 48.1202 39.3905 36.9304 52.3902 49.3039 12.1547 37.1492 30.6568 27.8111 25.499 23.0215 19.8848 35.6982 33.2013 29.0394 4.01897 18.5098 17.0924 25.0204 10.2945 16.2332 7.72361 8.50955 5.90448
internal_count=3910 3484 426 2759 2235 1419 1387 1074 1052 725 685 195 490 789 658 539 480 346 456 427 380 53 277 264 327 98 250 167 83 64
is_linear=0
shrinkage=0.00302984


Tree=140
num_leaves=31
num_cat=0
split_feature=4 12 453 484 42 1 42 160 403 157 158 43 3 4 14 16 4 42 43 42 13 13 1 48 14 457 403 15 403 4
split_gain=8.99938 6.11402 3.39356 2.84215 3.30656 3.03352 2.83853 2.76856 2.86062 2.4548 2.53383 2.72512 6.26954 3.73798 2.39117 2.61379 3.17778 2.34678 2.60269 2.32308 2.26743 2.18097 2.09758 2.95397 3.39741 1.66379 1.62557 4.11842 6.17197 1.47896
threshold=0.27608500000000008 0.051320000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 0.09901500000000002 -0.096329999999999985 0.092300000000000007 -0.083874999999999991 0.085110000000000005 -0.074904999999999985 -0.078669999999999976 -0.076329999999999995 0.073890000000000011 0.10994000000000002 -0.0010999999999999996 0.08221500000000001 0.0033500000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.019675000000000002 0.12058000000000001 0.11930500000000001 -0.46879999999999994 0.082870000000000013 0.03138500000000001 0.085120000000000015 0.10323500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 22 -3 26 6 7 8 -6 -9 11 12 13 -11 15 16 20 18 25 -18 -1 -17 23 24 -2 -13 -5 -28 -29 -21
right_child=2 3 -4 4 5 -7 -8 9 -10 10 -12 17 -14 -15 -16 21 19 -19 -20 29 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0028372261819931458 -0.0024812120567369632 -0.0030762021361510341 -0.002594654183657806 -0.0029670531761254496 -0.0032393183787391543 0.0026462950134188944 -0.0027224815586951463 -0.0032163598548092995 0.0043867414559663068 0.0035360140449298316 -0.0034179220036447038 -0.002387196537319261 0.0063225110752514 -0.00097906554848380123 -0.0028624126947865477 -0.0024598391042733397 -0.0027621748219300198 -0.002116068945324491 0.0018208258861701005 -0.0013460590717119694 0.00050212460065270146 0.00046153548644452637 0.0030047407416269973 -0.0036768355494980281 0.0023720580027108405 0.0023990564819682354 -0.0032588016359070804 0.0081929537640526452 -0.003195727945968797 0.00067690710976556798
leaf_weight=6.5979591794312027 1.7278321273624886 10.064825856126843 1.9554054960608471 13.644398959353568 5.6298397462815037 2.2607279233634463 8.0476077590137702 2.5829574894160059 0.52009948343038548 2.4533188054338089 2.0108385998755685 3.5077899480238575 2.0366717576980617 6.4176047202199689 2.9353052284568539 6.4564888793975097 3.4015485364943769 6.1899644592776886 5.2352957306429744 5.0285114180296722 10.321979707106943 4.0098203178495169 7.2702138200402251 1.2426639795303334 7.2729328088462415 0.87921208888292302 2.7164560453966251 0.96611044928431489 0.88030050788074732 11.493683025240896
leaf_count=159 27 523 22 649 261 32 312 131 5 22 48 96 24 169 40 129 60 269 42 64 109 30 235 12 145 5 101 17 45 127
internal_value=0 -0.000979771 0.00129267 -0.00153621 -0.0013013 -0.000871318 -0.00104605 -0.000685937 -0.00259438 -0.000311121 -4.99337e-05 0.000203529 0.00139981 0.000269613 -0.000137618 3.14391e-05 0.000421202 -0.000621691 0.000339634 -0.000420814 0.0014127 -0.00134061 0.0017267 0.000819611 0.0014404 -0.00142797 -0.00242947 -0.000821916 0.00276325 6.12196e-05
internal_weight=0 126.289 19.469 76.044 65.9792 47.7719 45.5112 37.4636 6.14994 31.3137 28.7307 26.7199 10.9076 8.87092 50.2453 47.31 36.8437 15.8123 9.6223 19.9237 16.9199 10.4663 17.5136 10.2434 9.00076 4.387 18.2073 4.56287 1.84641 16.5222
internal_count=3910 3469 441 2751 2228 1416 1384 1072 266 806 675 627 215 191 718 678 519 412 143 251 268 159 419 184 172 101 812 163 62 191
is_linear=0
shrinkage=0.00311119


Tree=141
num_leaves=31
num_cat=0
split_feature=1 12 51 150 484 403 52 1213 15 0 4 40 11 42 3 9 4 1374 47 4 48 14 133 1 151 13 1373 457 42 48
split_gain=8.0526 4.28314 4.22413 3.84228 3.45876 4.05998 3.09678 2.76867 2.99535 3.02706 3.64428 2.76202 2.71574 2.44331 2.39242 2.27855 2.19746 2.03397 2.16776 1.92541 3.00334 2.78578 1.91537 1.87478 1.86054 1.84629 1.7957 1.71996 1.77357 1.8275
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.40274499999999996 0.081245000000000026 -0.0043499999999999988 -1.0000000180025095e-35 0.18936500000000003 -1.0000000180025095e-35 -0.0063699999999999989 0.024745000000000003 -0.0031049999999999997 0.34489500000000001 0.08184000000000001 -1.0000000180025095e-35 0.16699000000000003 0.084755000000000011 -0.49269499999999994 -0.094679999999999986 0.086025000000000004 0.22584000000000001 0.11930500000000001 -0.46879999999999994 -0.21767499999999998 0.10752500000000002 -0.019324999999999998 -0.10939499999999998 0.084905000000000022 -0.0015249999999999997 0.083970000000000017 0.086565000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 14 -1 25 7 -7 9 10 -9 26 15 -12 19 16 -10 -15 24 -3 21 -21 -18 -23 -19 -6 -4 -26 -29 -30
right_child=1 3 11 -5 5 6 -8 8 12 -11 13 -13 -14 17 -16 -17 22 18 -20 20 -22 23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.0031950592824126463 -0.0039237912858568202 -0.0017833182359453259 0.0028059365338341182 0.0015493645786070936 0.00093924090746085606 -0.0032995660625221158 -0.0029991554858874235 -0.0030209016732101086 -0.0013237770075727323 0.0039001024013144551 -0.0034331456333080664 -0.003703454998946813 -0.0036086283704317222 -0.0027526540573276003 0.0024201492087721553 -0.0033998370409501371 -0.0021514751226058295 0.0033440443963889035 -0.0021744921207902789 -0.0032021248634134039 -0.0034194934669506431 -0.001026506410190958 0.0016530087495638447 0.0024368703595663574 -0.0035073964917905292 -0.0030114908048443057 -0.0011161764370687236 0.0039447803813270257 -0.0033164314254276296 0.004039114591356272
leaf_weight=9.0173825901001674 1.3057152032852197 16.971544231288142 13.176500156521792 9.0535576324909908 1.3627709774300445 3.3743374077603212 5.5620375536382189 8.6770835295319539 3.7367102652788224 1.1888407021760929 2.2420800179243079 0.80292885378003198 1.6060938844457258 1.9533021524548502 2.1802729405462733 1.3245889097452153 1.4879612559452748 3.5505967605859023 1.9514041803777216 1.594527905806898 2.284109365195035 2.2615403905510885 18.587063604034483 5.8010591026395559 1.0080665666609983 12.783437034115193 1.3387633841484792 1.4482480883598401 1.1023937053978441 0.5163687802851199
leaf_count=485 10 427 367 156 22 211 247 322 43 11 82 8 27 15 39 35 66 38 24 20 28 21 236 95 19 764 16 10 54 12
internal_value=0 0.000269822 0.0016471 -0.00030048 -0.00130914 -0.00107765 -0.00070723 -0.000470085 -0.000280576 -0.00111738 -0.00138309 0.00212196 0.000459103 -0.000351217 -0.000839111 0.000719012 0.000948133 0.000248063 0.000860078 -0.00108489 -9.22376e-05 0.000694727 0.00137102 0.0014654 0.00163662 -0.0026309 0.00244419 0.000148952 0.00135072 -0.000970087
internal_weight=0 56.7705 16.6239 40.1466 82.4808 73.4634 59.3172 53.7551 50.3808 23.6384 22.4495 15.3182 26.7424 13.7725 31.0931 25.1363 23.8117 11.5304 9.57708 28.9128 11.9412 9.65713 20.075 8.0626 7.62567 14.1462 14.5153 4.07508 3.06701 1.61876
internal_count=3910 1187 401 786 2723 2238 1452 1205 994 587 576 391 407 254 630 380 345 172 157 591 164 136 302 116 133 786 383 95 76 66
is_linear=0
shrinkage=0.00322658


Tree=142
num_leaves=31
num_cat=0
split_feature=1 39 3 457 4 51 132 4 43 1375 16 403 15 133 12 160 0 3 16 1 4 122 124 2 48 16 1212 48 150 48
split_gain=7.10212 5.01685 4.66538 5.26075 4.12405 3.8436 2.71671 2.70087 2.97097 2.32166 2.30039 1.92741 2.11987 2.06266 2.46562 2.18457 1.7604 3.25152 2.37603 1.73892 1.69302 1.64925 2.14425 1.31783 2.2042 1.6375 3.07863 1.31172 1.76542 2.63135
threshold=0.085990000000000011 0.005105000000000001 0.31335500000000011 0.081330000000000013 -0.15333499999999997 -0.40274499999999996 0.079995000000000011 -0.49837999999999999 -0.46376499999999993 -0.43271999999999994 0.066275000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10870499999999998 0.095295000000000019 -0.085819999999999994 -0.084074999999999997 -0.080744999999999997 -0.08286499999999998 0.12864500000000004 0.08734500000000002 0.089350000000000013 -0.087894999999999987 0.11680500000000001 0.12370000000000002 -0.17157499999999998 -0.47181499999999993 0.084260000000000015 0.084800000000000014 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 7 -3 19 8 -1 -5 -8 -6 27 -14 15 -15 17 -17 -18 23 -21 22 -7 25 -25 -2 -27 -13 29 -29
right_child=1 5 -4 9 11 21 10 -9 -10 -11 -12 12 13 14 -16 16 18 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0028546963915008694 -0.00068723956591231795 -0.0045291169936170685 0.0036455570659350988 -0.0017703374020051671 -0.0036793525320695064 -9.7749462888963137e-06 0.0031203195689395191 0.0016548963562399467 -0.0035021197329555983 0.0027449513993853007 -0.003650306536139054 -0.0034022207977723339 -0.0039129690586241928 -0.0039724359651797563 -0.0034247008003184579 -0.004059137971997146 0.0065099833693894648 0.0022249576993152139 0.00089139905040531238 -0.0016286458083867299 0.0028519315422301699 -0.0019781519286199926 0.003729138088640917 0.0020930235309018445 -0.0041844639391821325 0.010256551215509689 -0.0028140212822223248 0.0067782060374524146 0.0015986864617692678 -0.0033049509686256845
leaf_weight=1.4349118694663046 8.1394238732755131 1.2038681730628003 3.7352385129779568 2.090590562671423 10.428975457325576 2.828261060640215 3.252559012733399 7.5300505226477963 4.0718061085790396 7.6815396733582002 0.9315944518893956 12.607967503368853 2.6082485150545862 1.3377437246963388 2.7820520661771289 2.0392927983775735 1.6642127977684129 2.8472119811922303 3.1271249586716312 2.5345789380371562 2.3411413580179214 1.0755778811871994 10.183904745616017 2.6825447659939523 1.1546363141387699 0.26302584353834646 23.03878188692034 0.40411678701639075 2.0613490743562579 4.9291381388902664
leaf_count=9 81 10 122 12 691 54 70 91 66 103 19 656 134 65 94 61 29 28 69 30 40 13 295 51 18 11 772 3 22 191
internal_value=0 5.09124e-05 -0.000460637 -0.000744087 -0.0017135 0.00198602 -0.00130017 0.000176251 -0.00184569 0.00177898 0.00161285 -0.00223949 -0.00182705 -0.000814898 -0.000229251 0.000577778 0.00120674 -0.000397594 0.00284295 -0.00160371 0.000522762 0.00254277 0.00291647 -0.00189761 0.000204081 -0.0021541 -0.00266648 -0.00265721 -0.00138695 -0.00254092
internal_weight=0 73.1373 57.8457 54.1104 59.8742 15.2916 44.3383 13.0368 5.50672 9.77213 4.18415 46.8374 36.4085 16.4059 13.7976 11.0156 9.67784 4.8865 4.79134 40.1541 4.87572 14.0877 13.0122 35.2784 3.83718 31.4412 23.3018 20.0026 7.3946 5.33325
internal_count=3910 1701 1329 1207 2209 372 1092 166 75 115 89 2043 1352 480 346 252 187 89 98 1003 70 362 349 933 69 864 783 872 216 194
is_linear=0
shrinkage=0.00379883


Tree=143
num_leaves=31
num_cat=0
split_feature=1 39 3 457 4 51 4 52 132 48 16 403 15 133 12 51 52 3 0 45 1373 44 13 16 0 0 4 0 47 1429
split_gain=6.16098 4.31477 4.06368 4.40718 3.69285 3.34706 2.45377 2.72654 2.28443 2.21415 1.95527 1.93638 2.00137 1.91447 2.14217 2.11053 2.19354 1.75358 2.3323 1.68013 1.63244 1.51007 1.48672 1.73096 1.41016 1.79471 1.50023 1.37701 1.33372 1.3097
threshold=0.085990000000000011 0.005105000000000001 0.31335500000000011 0.081330000000000013 -0.15796999999999997 -0.40274499999999996 -0.49837999999999999 0.10433000000000002 0.079995000000000011 0.088825000000000015 0.066275000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10870499999999998 0.095295000000000019 0.081825000000000009 0.16064500000000001 -0.091594999999999982 -0.055084999999999988 -1.0000000180025095e-35 0.084905000000000022 0.086480000000000015 -0.094679999999999986 0.63868000000000003 -0.10131499999999999 -0.11524 0.08734500000000002 -0.17106499999999999 0.084545000000000023 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 6 -3 7 -1 19 -5 -10 29 -13 -14 15 16 17 18 -15 -2 21 -7 28 24 25 27 -26 -24 -21 -6
right_child=1 5 -4 9 11 20 -8 -9 10 -11 -12 12 13 14 -16 -17 -18 -19 -20 22 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0029470021454211298 0.0030610033430029382 -0.0033463608445150799 0.0026742715934722806 0.0023970813555659002 -0.0029267363719158814 0.0024006086512962706 0.001277686731645709 0.001248070735834648 0.0021773552772874809 -0.00038557061991898139 -0.0026673138169706887 -0.0019316796329477981 -0.0029345599359082574 -0.0025154849856140003 -0.0024917370372816868 -0.0032941348239125994 -0.0025490446218081487 0.0022040144479455975 0.0029672308564020191 0.0011574076730456826 -0.0013225593829394586 -0.0017297098993844474 -0.00063244120797778091 0.0029765345171343994 -0.0024335833514288587 0.0013384404448636366 -7.1802642206782749e-05 -0.0027544618374301874 -0.0015623963403165228 0.0029934699888344738
leaf_weight=3.2252674624323845 0.76683548651635547 1.1077257394790638 3.4605757771059862 5.5621010530740005 9.4332711286842788 11.372216218151149 6.9496165029704553 2.07983956951648 3.159899177029728 4.0208589769899845 0.86630195379257191 18.710359622724351 2.3662257511168745 1.7683321777731182 2.5976254660636178 1.1419310811907042 1.3756112623959769 5.9599858121946498 0.98648112267255506 3.7036143112927595 1.2245631106197823 0.77144037093967277 7.3327042665332547 0.70270278118550678 15.082896351814286 2.4678452517837277 2.5689254999160758 3.7835643142461768 2.4415508573874831 0.31516543496400196
leaf_count=56 18 10 122 82 698 337 71 19 70 33 19 872 134 54 94 30 63 106 8 66 14 11 84 18 667 21 49 49 31 4
internal_value=0 3.5666e-05 -0.000324188 -0.000521985 -0.00122839 0.00142578 0.000160783 -0.00130235 -0.000913447 0.00122952 0.00113495 -0.00160962 -0.00129524 -0.000559996 -0.000153722 0.000386974 0.000803565 0.00133277 -0.000552159 -0.00112573 0.00182121 0.00213823 -0.00121003 -0.00145762 -0.00155737 -0.000865432 -0.00208987 -0.0013547 7.67956e-05 -0.00273534
internal_weight=0 70.3963 55.9204 52.4598 56.9097 14.4759 12.2547 5.30511 42.8768 9.58296 4.0262 44.655 34.9066 16.1962 13.83 11.2323 10.0904 8.7148 2.75481 38.8506 13.3682 12.1437 38.0838 31.9386 31.2359 13.5841 17.6518 11.1163 6.14517 9.74844
internal_count=3910 1701 1329 1207 2209 372 146 75 1092 115 89 2063 1361 489 355 261 231 168 62 1003 362 348 985 888 870 154 716 133 97 702
is_linear=0
shrinkage=0.00285683


Tree=144
num_leaves=31
num_cat=0
split_feature=1 12 12 40 52 47 50 3 49 15 48 14 3 1429 150 4 376 4 4 160 158 13 48 42 4 15 1 403 403 0
split_gain=15.8792 5.28543 4.70089 3.9334 3.85721 3.96479 5.33725 2.98453 3.24449 2.68032 3.74575 2.52785 2.68186 2.501 2.55451 2.58658 2.43446 2.1736 2.06864 2.03208 1.97844 1.93531 1.82697 1.72729 1.71561 1.66651 1.64421 1.60343 3.58319 2.38378
threshold=0.10113500000000002 -0.071274999999999991 0.083325000000000024 0.34489500000000001 -0.42985499999999993 0.096475000000000019 0.11551000000000002 0.10666500000000002 -0.080034999999999981 0.035895000000000003 0.12862000000000004 0.077685000000000018 -0.15464999999999998 0.079110000000000014 0.083205000000000015 0.0057500000000000008 0.048695000000000009 0.15045000000000003 0.00046500000000000008 -0.079234999999999986 0.088450000000000015 0.076210000000000014 0.091555000000000011 -0.0060199999999999993 -0.025214999999999998 -0.044229999999999992 0.11287500000000002 0.03138500000000001 0.09389500000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 23 -3 6 9 8 21 10 19 12 -1 14 16 18 -14 27 -16 26 -21 22 -4 -2 -7 -19 -6 -10 29 -29
right_child=1 4 7 -5 5 24 -8 -9 17 -11 -12 -13 13 -15 15 -17 -18 25 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013408430019229165 -0.00010080062305339428 -0.0023359324808474797 -0.0013913281544406068 -0.0026933035800887663 -0.0013277834434418697 0.0012467107625245308 -0.0025440585644239378 0.00047875476273317162 -0.0020047629612992232 -0.00028489562545288546 -0.0015591177036368763 -0.002474360855448208 -0.0014380117441052675 0.0010678443912570132 0.00031672730764611046 0.0018533267272099441 0.00090709132140497464 -0.0016260637056075525 -0.0026300112053775967 0.0023077222067571096 -0.00072802528498404947 0.0021277701312812278 0.0012672196600310329 0.0022770442392415664 -0.0011790892114603199 0.00098305253048703092 0.0016477002925949513 -0.0023475897520808002 -0.0020429727987690311 0.0015176000031884363
leaf_weight=4.405033027753233 1.8087045587599266 3.3322171289473763 5.0578238032758218 1.0049412958323944 1.8384681232273679 1.7034422047436244 2.4526521228253833 4.0275752395391455 45.699161570519209 6.9023797027766696 2.029793143272399 2.9571062568575135 19.252934286370881 4.3767793681472531 3.5738754961639625 3.2915159352123737 2.541951671242713 2.3786819521337748 1.8258449286222456 13.110861491411926 1.1876301039010275 1.4941199235618112 1.7700984980911014 10.818539410829542 11.219481473788615 2.5982049629092208 1.9320383481681345 1.0779608711600301 7.1385037358850241 3.2485633455216867
leaf_count=39 25 114 84 8 18 17 37 23 1828 69 14 53 293 53 40 26 21 55 19 226 12 11 15 276 136 30 35 34 240 59
internal_value=0 0.000364327 -0.00106659 0.00159515 -2.7523e-06 0.000180713 0.000637034 -0.0014069 -0.00151468 0.000925989 0.00134183 -0.000466233 -0.00031501 -0.000524232 -0.0007528 0.000279616 -0.0011645 -0.00169154 -0.000679674 0.00166771 0.00205557 -0.000194044 -0.000702115 0.00193645 -0.000859331 -0.000263963 0.000196879 -0.00181583 -0.00106274 0.000554581
internal_weight=0 59.3411 116.716 13.6322 45.709 42.3767 29.4538 74.4907 70.4631 27.0012 20.0988 42.225 39.2679 34.8629 30.4861 8.69124 21.7949 62.1411 5.39972 18.069 14.2985 8.32204 6.82792 12.6272 12.9229 4.97689 3.77051 57.1642 11.465 4.32652
internal_count=3910 987 2923 309 678 564 411 2379 2356 374 305 544 491 452 399 85 314 2246 59 291 238 110 99 301 153 85 53 2161 333 93
is_linear=0
shrinkage=0.00225224


Tree=145
num_leaves=31
num_cat=0
split_feature=4 403 1456 11 1213 480 156 453 133 160 1 15 48 122 15 1 0 484 1456 48 150 1 1 48 16 15 1348 2 16 43
split_gain=5.79741 4.28804 3.94089 4.23856 3.96407 4.29161 3.02007 2.66451 2.64435 2.68278 2.68264 3.18323 2.9089 2.5797 2.29198 2.27196 2.14195 2.12198 1.82851 1.80113 2.2085 2.174 1.68227 2.49904 1.7392 1.59803 1.59309 1.58249 1.68698 2.34208
threshold=0.27020000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082245000000000013 -1.0000000180025095e-35 0.08456000000000001 0.10691500000000002 1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.094485000000000013 -0.0063699999999999989 0.08407000000000002 0.09197000000000001 0.035895000000000003 0.11167500000000001 -0.082709999999999992 0.073820000000000011 1.0000000180025095e-35 0.084670000000000009 0.085200000000000012 0.087075000000000014 0.12058000000000001 0.11930500000000001 -0.53943499999999989 -0.46970499999999993 0.084360000000000004 -0.013084999999999998 0.15737500000000001 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 26 4 -4 6 8 18 -6 -10 11 12 -11 14 -12 -16 19 -1 22 -14 -21 -22 23 24 -2 -26 -3 -13 -29 -30
right_child=7 2 3 -5 5 -7 -8 -9 9 10 13 27 16 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0029382237211854844 0.0034590826559176692 -0.0030267710344977685 -0.0032071697625443503 -0.0032298097379145187 -0.0024524355867720131 -0.0032410480850897055 -0.0031376030002582579 -0.0024554290979819128 -0.0024750874355170868 -0.0024335467240406013 0.0021290366240240091 -0.0025730323164729783 0.0038487453494083757 -0.0031630254547051311 -0.0028235280526830672 0.0014038773012794901 0.0029865137041137813 0.00029894261812690823 -0.0025438484372842739 -0.0029181434940869127 0.0029849598908079349 -0.0014560597796312873 0.0030944300237260055 -0.0035290292136223784 0.0033542660434366643 -0.0004628081047794613 0.0030331739039079291 0.0014463109904569954 0.0017424460332061272 -0.0024374366591726842
leaf_weight=11.733482364565132 2.8673455957323304 7.3037266032770267 4.0124575812369576 4.7088239109143606 3.3371500121429554 3.8362278938293448 2.63130791299045 1.8167459554970253 3.028019515797495 7.4075994035229114 16.53683800064028 1.2641481645405317 0.78635350428521444 1.1459923926740874 1.966199449263512 3.1029714597389102 1.9613764388486732 2.2913839677348724 1.0031269714236248 3.3376432191580534 1.8079270757734773 2.4681828953325748 5.5289580449461928 1.045493148267268 1.3900042241439203 4.1042287992313549 0.43516253773123015 16.555830602534119 2.2917511016130447 2.8439449602738014
leaf_count=833 64 316 239 148 148 190 94 23 135 350 309 38 7 10 42 42 29 61 14 92 15 25 234 12 35 90 7 248 15 45
internal_value=0 -0.000823652 -0.000583929 -0.000392612 -0.000226284 -6.95444e-05 9.83329e-05 0.00107503 0.000220247 0.00035436 0.000489333 1.65492e-05 -0.000961194 0.00133559 0.0015742 -0.000235823 9.14153e-05 -0.00240934 0.00147743 -0.000584573 -0.00104245 0.000421591 0.0017475 0.000955854 0.00151662 0.000502886 -0.00268602 0.000773382 0.000968406 -0.000572207
internal_weight=0 106.795 92.7696 85.0307 80.3219 76.3095 72.4732 17.7559 69.8419 66.5048 63.4768 40.7248 17.7691 22.752 21.606 5.06917 10.3615 14.0249 15.9392 8.40011 7.61375 4.27611 14.936 9.40707 8.36158 5.49423 7.73889 22.9557 21.6915 5.1357
internal_count=3910 3438 2544 2221 2073 1834 1644 472 1550 1402 1267 864 518 403 393 84 168 894 449 139 132 40 435 201 189 125 323 346 308 60
is_linear=0
shrinkage=0.00307686


Tree=146
num_leaves=31
num_cat=0
split_feature=1 47 12 52 3 15 3 52 150 51 474 48 0 484 2 50 376 3 150 43 3 52 1429 49 0 3 148 3 42 42
split_gain=19.3711 6.07865 5.46821 5.05585 3.80423 3.74132 3.32281 3.04059 2.4395 2.33337 2.3714 2.30938 2.13243 1.95882 2.76305 1.90681 1.88053 2.23783 2.54448 1.87201 1.85209 1.82281 1.76384 1.75395 1.74221 2.59742 1.66897 1.61655 1.85101 1.57088
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.27466499999999994 0.097615000000000021 0.085950000000000013 -0.100615 0.12539500000000003 0.084800000000000014 -0.10145999999999998 0.084655000000000022 0.12862000000000004 -0.060094999999999989 -1.0000000180025095e-35 0.14073000000000005 0.11901000000000002 0.048695000000000009 -0.15121499999999996 0.094620000000000024 -0.074254999999999988 -0.077894999999999978 0.016565000000000003 0.084895000000000012 -0.47013499999999991 -0.11287999999999999 -0.080244999999999997 -0.080629999999999993 -0.075954999999999981 0.089015000000000025 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 6 7 8 11 12 -1 16 15 22 -3 19 26 17 -11 -19 27 -9 -7 -4 -8 25 -25 -5 28 -15 -14
right_child=1 13 4 5 -6 21 23 20 -10 10 -12 -13 29 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014695163926502807 -0.0012822695164783674 -0.0016415005519968694 -0.0016121204697436096 -0.00018406238361180828 0.00046720797791347223 0.00027734489787673342 0.00084586877471117016 -0.0014090397614899288 0.001022197118951593 0.00066595141513374825 0.0009817862519744102 -0.00073657416619356242 -0.00058671037964932267 0.00091545555634688156 0.0018466756648795725 -0.0006274843985621376 0.00065274380807430735 -0.00099063861458117855 0.00041991757692950733 -0.00091040513856257969 0.00071023181789356632 -0.0016323654316121733 0.00096200302694015953 0.0011274924018484375 -0.0014309712509997087 -0.0018315316240139605 0.0016303826024002808 0.0012972692357125595 -0.0018378370598997867 0.001199597653219241
leaf_weight=4.3441484142094842 3.3793310243636361 3.2367968875914821 7.0957678835839042 1.5071953348815537 4.275942660868167 4.7229672633111468 1.0190642811357964 1.9245844744145868 2.5179376900196067 3.8689485304057625 4.3565696850419036 1.4673643708229054 4.6243608165532359 1.2789488211274149 1.6270185224711902 1.2119545713067044 4.5809598900377742 17.93134091980756 4.4553265236318103 9.0780469812452775 2.8619012869894496 1.9792153295129535 0.82968120649456967 1.8560539912432434 58.345153771340847 1.494258478283881 23.036550797522068 2.5491563379764548 1.4583322741091249 1.9543577060103414
leaf_count=91 86 56 196 23 25 52 7 26 26 31 40 11 54 13 23 12 50 217 30 97 34 23 9 20 2088 26 471 26 34 13
internal_value=0 0.000321768 -0.000826735 0.000677254 -0.00106782 0.00084831 -0.00115014 0.00108594 -0.000495589 -0.000314449 -0.000171871 0.00130183 -0.000759078 -0.000456397 -0.000216524 0.00141796 -0.000334858 -0.000507171 -0.000709914 -0.000450216 -0.0001419 -0.00028661 -0.00134265 -0.0013278 -0.0013637 -0.000192249 0.00151896 0.000340037 -0.000551407 -5.6047e-05
internal_weight=0 61.3194 123.55 42.0911 84.0126 38.7117 79.7366 32.0096 17.0221 39.5373 35.1931 27.2231 14.5042 19.2283 15.9915 25.7557 30.8366 26.2556 22.3867 14.3645 4.78649 6.70218 7.92545 62.7145 61.6955 3.35031 24.5437 5.28644 2.73728 6.57872
internal_count=3910 987 2923 738 2464 652 2439 577 298 459 368 517 272 249 193 506 328 278 247 170 60 75 205 2141 2134 46 494 73 47 67
is_linear=0
shrinkage=0.00167049


Tree=147
num_leaves=31
num_cat=0
split_feature=1 39 51 3 12 48 50 52 158 0 4 14 12 44 1429 3 376 0 1 42 48 160 484 43 4 13 1186 43 4 4
split_gain=13.4004 5.00131 4.1372 3.98144 3.8357 3.74561 3.91084 4.22293 2.87223 2.74739 2.62612 2.50975 2.2822 2.23654 2.18269 2.08424 2.07014 2.13283 2.17796 2.01211 1.92986 1.7868 1.71782 1.70948 2.50987 1.90505 1.70196 4.85399 1.67889 1.55177
threshold=0.10113500000000002 0.005105000000000001 -0.40274499999999996 0.16699000000000003 0.083325000000000024 0.11930500000000001 0.11515000000000002 -0.42985499999999993 0.10956 -0.060094999999999989 0.39574000000000004 0.077685000000000018 0.11655500000000001 0.086480000000000015 0.079110000000000014 -0.15464999999999998 0.048695000000000009 -0.10071499999999999 0.077800000000000022 0.095185000000000006 0.084500000000000006 -0.079234999999999986 0.085815000000000016 -0.18906999999999999 -0.51381999999999983 -0.37340499999999993 0.085080000000000003 0.0016850000000000001 0.0057500000000000008 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 5 11 6 7 -2 12 10 26 14 21 -4 15 -1 17 18 -17 23 -20 -9 -16 -11 -25 -26 29 -28 -22 -6
right_child=1 2 13 -5 9 -7 -8 8 -10 19 -12 -13 -14 -15 22 16 -18 -19 20 -21 28 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0012916997109947022 -0.0027997249554776418 -0.0031975471180561337 0.0025304746033825874 0.0018918630550962398 -0.002352719057794956 -0.0022575209100481382 -0.0030310194229934175 -0.00028672142456675039 -0.0028007966023700023 0.0027765944100555675 0.0030100846383289896 -0.002991701806217344 -0.0016931514842539691 -0.0015122777593642761 -0.00033362588203226379 -0.0029531441776893918 0.0010126677521860757 -0.0021349611498484712 0.0012392013040256381 -0.0028734488212932745 -0.0018775501319974006 0.0018458689299234385 0.002877814800678136 -0.0032986214631899411 0.0029417838889568234 -0.00043494401089080485 -0.0028532794733329837 0.0048899088305455795 0.00078288339085201043 -0.0013524833637764922
leaf_weight=3.7252180557698003 2.7164390720427063 1.1274502426385868 12.458050169050692 6.3934000879526129 35.815721936523914 6.6717105209827414 2.7646074052900067 3.6636971645057335 1.512936072424053 1.4424303472042073 0.80110751464962859 2.8583531640470019 1.9603819325566281 1.0927741192281235 2.3628520295023909 2.2598971705883768 3.744986653327941 9.743346221745016 5.017106017097829 2.0920140184462062 4.8738772869110107 13.559812569990752 2.5345300268381834 1.7622010316699714 1.5759996026754359 5.5328701213002232 1.4751953985542052 0.99541962519288052 2.709581958130002 16.695156865753233
leaf_count=34 111 10 296 145 1649 68 52 52 33 10 10 53 28 11 30 48 47 196 50 69 37 181 28 23 8 82 49 6 21 473
internal_value=0 0.000440248 0.00178952 -6.44299e-05 -0.00121363 -0.000445176 1.67189e-05 0.000376592 0.00079348 -0.00160385 -0.00186034 -0.000545556 0.00107694 0.00220446 -0.000356439 -0.000613694 -0.000864075 -0.00114974 -0.00050377 -0.000450552 -6.44779e-05 0.00139224 0.00132838 4.09145e-05 -0.000403905 0.000313659 -0.0019313 0.000266479 -0.000926973 -0.00203471
internal_weight=0 53.9213 14.6783 39.243 108.018 32.8496 26.1779 23.4133 20.6968 68.1881 55.7826 39.8297 19.1839 13.5508 36.9714 32.074 28.3488 24.6038 14.8605 12.4055 12.6006 17.2235 4.89738 10.3135 8.87107 7.10887 54.9815 2.47062 7.58346 52.5109
internal_count=3910 987 317 670 2923 525 457 405 294 2379 2187 544 261 307 491 433 399 352 156 192 108 233 58 123 113 90 2177 55 58 2122
is_linear=0
shrinkage=0.00270954


Tree=148
num_leaves=31
num_cat=0
split_feature=12 484 42 1 42 1 3 13 14 47 2 16 3 52 52 457 4 43 1212 48 12 403 15 42 133 13 15 157 49 15
split_gain=5.76886 3.42882 3.84982 3.28104 2.80621 2.67553 3.01889 2.5479 3.09686 3.4643 2.35802 2.83623 2.61653 2.31035 1.91612 2.12963 1.89937 1.7161 1.67683 1.6649 1.50455 1.4719 2.88317 3.89541 1.43541 1.49674 1.43288 1.34019 1.27852 1.25212
threshold=0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 0.092145000000000019 0.085990000000000011 -0.015794999999999997 -0.0024749999999999993 0.10303000000000002 0.084155000000000021 0.089710000000000012 0.3935300000000001 -0.15327499999999997 0.16064500000000001 -0.072349999999999984 0.09112000000000002 -0.084009999999999987 -0.26007999999999992 -0.5172699999999999 0.091505000000000017 0.10214500000000001 0.03138500000000001 0.085120000000000015 -0.088669999999999985 1.0000000180025095e-35 -0.014114999999999997 -0.038029999999999987 -1.0000000180025095e-35 -0.15265499999999996 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 21 4 10 26 17 8 9 -8 12 13 -4 20 27 -16 -14 -7 -18 -11 -12 -3 -23 -24 25 28 -1 -9 -6 -20
right_child=1 2 3 -5 24 6 7 14 -10 19 11 -13 16 -15 15 -17 18 -19 29 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022751651029967908 -0.0026046812604299512 -0.0024259422318202968 0.0018181849055280365 0.0023857735885570142 0.0019286029558808256 -0.0012903782646487092 0.0025717419971624752 -0.0038008889158660042 -0.0039499194911114324 -0.0020964258362503952 0.0019644668674759242 -0.0022459291707703842 0.0014645081951734455 -0.001900796418656396 -0.00033542783222932784 0.0019237069369152538 0.0036442076826133617 0.0025982390329729738 -0.00097296891906766231 0.0016633348404214534 -0.00065721122672601903 -0.0025992799300261654 0.0049976480162329156 -0.0027535364854398845 -0.0027755884170168423 0.0014806177918068974 -0.00030374075728258564 -0.00090456018906141214 -0.0019493988720129692 -0.0027545294314054959
leaf_weight=3.8710718005895615 8.1380818756297213 11.099071756936608 2.1989031806588111 2.8346386821940532 0.67641977220773686 0.92232787981629361 7.4387310678139293 1.3761162441223858 0.77284964546561319 2.132455345243216 9.2439662367105466 2.0786744505166999 1.5324853518977697 1.5828929943963874 12.926112989895048 3.8052845913916817 0.40207585040479799 6.0073384260758749 5.4987958120182059 1.3583829086273906 1.8510624654591072 2.2566208401694885 1.122378723695874 0.7702942844480275 4.7683366173878312 1.4788887249305824 7.8949952246621233 6.1822001449763802 5.2302159136161208 5.6200237805024011
leaf_count=110 530 661 30 63 6 14 296 33 5 21 136 98 28 57 152 51 20 158 181 29 24 103 25 37 287 17 105 77 204 352
internal_value=0 -0.000987534 -0.000769087 -0.000378492 -0.000564336 0.000168987 0.000476376 0.000167496 0.00118494 0.00154804 -0.000128544 0.000627896 -0.000860401 0.00109909 -0.000322695 0.000178376 -0.00131162 0.00208067 -0.0016809 -0.000633398 0.00152707 -0.00192172 -0.000572957 0.00184301 -0.00164034 -0.000907392 -0.000952345 -0.00143188 -0.0015053 -0.00187346
internal_weight=0 68.3838 60.2457 44.9974 42.1627 54.6879 42.9218 35.9921 11.7024 10.9296 30.0089 14.7566 15.2523 12.6779 24.2897 16.7314 13.0534 6.92967 11.5209 3.49084 11.095 15.2484 4.14929 1.89267 12.1539 7.38552 11.7661 7.55832 5.90664 11.1188
internal_count=3910 2859 2329 1503 1440 1051 836 664 351 346 926 315 611 217 313 203 581 172 553 50 160 826 165 62 514 227 215 110 210 533
is_linear=0
shrinkage=0.00265431


Tree=149
num_leaves=31
num_cat=0
split_feature=1 50 158 52 0 403 1 51 403 483 14 1456 454 12 129 0 3 3 52 3 2 2 156 123 3 11 160 13 40 43
split_gain=5.06987 2.71948 2.68794 2.57405 2.444 2.36595 2.63645 2.49689 2.50041 2.39583 2.35247 2.225 2.16299 2.34218 2.17119 2.32754 2.71346 2.93519 2.54695 2.18962 2.02515 1.96523 2.15702 1.90159 1.81269 1.80642 2.15611 2.39983 2.18931 2.09259
threshold=0.10113500000000002 0.088425000000000017 0.084965000000000027 -0.42985499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.080320000000000016 -0.097124999999999989 0.10150000000000002 0.088115000000000013 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10214500000000001 0.093990000000000004 -0.077944999999999987 -0.084129999999999996 -0.15327499999999997 0.11262000000000001 -0.083144999999999983 0.14808000000000002 0.089710000000000012 0.013700000000000002 0.11662000000000002 0.14320000000000002 0.088315000000000018 -0.079684999999999992 -0.057284999999999996 0.27658000000000005 0.16180500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 11 6 24 -7 9 10 12 -5 -9 14 15 16 17 -14 -17 -18 25 22 -21 -3 -1 26 -13 28 29 -28
right_child=3 23 -4 4 -6 7 -8 8 -10 -11 -12 20 13 -15 -16 18 19 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0039215815149789904 -0.0039264754621294844 -0.0035515199460729942 -0.0033750062227820986 -0.0040738102742830769 0.0035630204667696803 -0.0033332044234830769 0.0015909525980359392 -0.0045185892134264917 -0.0032977899519556009 -0.0039476443706641575 -0.0041381560188029397 -0.0016176051623760254 0.0041478302972224063 -0.0028215437250224584 -0.0042138869363344822 0.0032193187480937793 0.0067177164696519973 -0.003098925950106207 -0.002082491235598134 -0.0013162043947644475 0.0033785695479263164 0.0020131588509239395 0.0037782593516656323 0.0051804117063720557 0.0050143192619754107 -0.0028633339575663765 0.0042091142360887205 9.5342772144097883e-05 -0.0033062646429266353 -0.0017383335609128673
leaf_weight=7.1611741296946985 1.8825189946219314 8.7484443448483908 6.1532174823805681 1.5983470138162363 3.843109590932726 3.9541217200458041 1.8598861806094644 1.2489778799936164 3.4789341250434509 2.076254745014011 1.7101642414927472 5.5155867310240927 0.98461977206170548 2.7350508244708172 1.2028068006038655 9.5605952357873445 0.95881508756428147 4.9359485749155168 1.5459420485422004 7.58173103630544 3.3550018463283768 9.3047139486297947 1.4548526983708141 0.38229399919509965 0.34968623518943776 2.5245679020881644 6.2666461290791631 13.857808013446629 0.79693560302257527 1.0087168607860801
leaf_count=608 115 554 281 42 133 198 42 31 165 134 43 108 12 70 33 140 23 219 40 153 122 149 24 2 2 34 172 241 8 12
internal_value=0 -0.0012217 -0.000958946 0.000449808 0.000662321 -0.000719566 -0.00249401 -0.000404248 -0.000166823 7.3626e-05 0.000266786 0.000343118 0.000448247 0.000602312 0.00085183 0.00101956 0.000375823 -0.00189375 0.00248135 0.00107205 0.000554963 0.000776912 -0.000496017 -0.00318592 -0.00350555 0.000238876 0.00052423 0.00106292 0.00272397 0.00338451
internal_weight=0 77.3882 68.2575 40.6492 38.7667 62.1043 9.37075 52.7335 48.7794 45.3005 43.2242 34.9236 41.5141 40.2651 37.53 36.3272 25.2207 5.92057 11.1065 19.3001 33.3253 18.3413 9.03658 9.13074 7.51086 29.9703 27.4457 21.9301 8.0723 7.27536
internal_count=3910 2923 2367 987 872 2086 652 1434 1236 1071 937 739 894 863 793 760 580 231 180 349 697 326 177 556 610 575 541 433 192 184
is_linear=0
shrinkage=0.00383233


Tree=150
num_leaves=31
num_cat=0
split_feature=1 12 47 12 50 156 13 49 51 50 474 52 1374 43 12 1 0 15 1 43 4 131 484 0 16 12 4 160 3 42
split_gain=22.082 7.49073 5.21083 4.36682 4.22154 4.2502 3.49289 4.29175 2.85489 2.97036 2.76481 2.60614 2.97764 2.31789 3.21073 2.60965 3.2147 2.29186 2.12325 2.89923 2.34981 2.04422 1.82213 1.93118 2.72035 2.25368 1.72427 1.70226 1.52554 1.83505
threshold=0.10398500000000001 0.080120000000000011 0.084155000000000021 -0.041094999999999993 0.11551000000000002 0.11896500000000002 -0.09547499999999999 -0.081629999999999994 -0.097124999999999989 0.083475000000000008 0.084655000000000022 -0.24456499999999998 0.09309000000000002 -0.066289999999999988 -0.0089849999999999982 0.092550000000000007 -0.053834999999999994 -0.24219999999999997 0.13702500000000004 -0.024279999999999996 0.074650000000000008 0.082750000000000004 -1.0000000180025095e-35 -0.084304999999999977 -0.50763499999999995 0.084100000000000022 -0.020179999999999997 0.084100000000000022 -0.11266 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 11 22 27 -1 10 13 -5 21 15 -15 16 -10 -4 19 20 26 -13 -3 24 -24 -26 -19 -8 29 -9
right_child=2 6 17 4 -6 -7 7 28 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0015144890532976186 0.0017017626578594632 -0.0019471397205342094 0.0017068392838071704 -0.00080651082686595198 -0.0019915245451102045 -0.0018476336190763277 -0.00082653242545551776 -0.0011644958995869887 -0.0018128518158286768 -0.0016111918579092062 0.0012957741275728637 0.0013225227189725981 -0.0011584054767461124 -0.0017487014635116469 -0.00011041468533150069 0.0015486186004665537 0.00090994040892470056 0.00068690453401608082 0.00063260766700027954 -0.0015399335382753785 0.0013538127989128667 -0.00076257443133459599 0.0011654487156425818 0.0006959254963393596 0.00058898967818763186 -0.0016683302168103388 -0.0016283228827714518 0.00084654577734152652 -0.0015367684645141873 0.00077588526484582976
leaf_weight=5.0495068188756695 10.999463895335792 2.0835066474974182 1.5629240125417734 2.8147442359477344 2.0901145786046973 2.0331199988722792 3.9776752199977627 7.5040105469524843 2.3387960121035576 3.6924609020352355 4.6758026629686347 19.437315125018369 1.8376448191702355 4.7303690798580673 16.431548047810793 4.4372079372406006 3.0909542739391345 1.5652720052748952 3.976714212447404 7.8082508817315084 2.5524763502180576 1.5595074705779541 1.9934519194066522 4.9301443994045231 1.7767797000706194 5.7616549897938967 2.676532493904233 3.5191138610243797 61.060914790257812 1.8692443110048769
leaf_count=97 248 44 18 38 27 41 56 138 30 46 40 266 18 74 134 63 20 30 36 76 26 15 17 35 22 110 48 26 2052 19
internal_value=0 -0.000867253 0.000398091 0.000758309 0.000409749 0.000591053 -0.00114633 -0.00130158 -0.000274035 -0.000115047 3.96792e-05 0.000784359 0.000980461 -0.000149604 -0.000476624 0.000551764 -0.000262868 -0.000331063 -0.000502495 -0.000811618 2.53902e-05 0.00116766 -0.000415123 -0.00019441 -0.000654915 -0.00113629 -0.000773979 -4.11625e-05 -0.00143573 -0.000777539
internal_weight=0 138.923 60.9141 40.7719 29.7724 27.6823 94.4765 77.931 44.4466 39.3971 35.7047 25.6492 22.8345 31.0289 21.1619 9.86696 5.42975 20.1422 18.5792 14.6025 6.79428 20.9968 16.5455 14.462 9.53189 7.53843 4.2418 7.49679 70.4342 9.37325
internal_count=3910 3023 887 653 405 378 2519 2291 504 407 361 337 299 321 208 113 50 234 216 180 104 281 228 184 149 132 78 82 2209 157
is_linear=0
shrinkage=0.00175225


Tree=151
num_leaves=31
num_cat=0
split_feature=12 4 1 13 14 3 47 39 13 4 457 48 147 11 0 1 15 11 41 151 48 43 457 2 3 43 0 52 52 130
split_gain=16.6437 6.43326 6.16391 7.1183 3.9975 3.88573 3.80106 3.53815 3.52641 3.0118 2.97253 2.84317 2.75181 2.42676 2.43496 2.29012 2.26093 2.15774 2.27959 1.9513 1.92796 1.8571 1.84079 2.10251 2.28691 1.82704 2.75818 2.02975 3.9104 1.94365
threshold=0.051320000000000005 0.28937500000000005 0.085990000000000011 -0.00059999999999999995 0.082845000000000016 -0.015794999999999997 0.081320000000000017 0.14706500000000003 -0.094679999999999986 -0.14963999999999997 0.081330000000000013 0.10417000000000001 1.0000000180025095e-35 0.077165000000000025 -0.084304999999999977 0.090475000000000014 -0.038029999999999987 0.087830000000000005 0.081670000000000006 -0.090064999999999992 -0.091489999999999974 -0.12074999999999998 -0.0015249999999999997 0.11230000000000001 0.0066850000000000008 -0.074254999999999988 -0.070894999999999986 -0.42985499999999993 -0.088779999999999984 -0.081969999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 16 4 6 21 -4 8 13 -7 25 -8 22 14 15 -2 -1 -3 -19 -12 -14 -5 -11 24 -24 26 -10 -28 -29 -27
right_child=1 17 3 5 -6 9 11 -9 10 12 19 -13 20 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 29 27 28 -30 -31
leaf_value=-0.0021301973939834131 -0.0013031802327247743 0.0023215989572077681 0.0023064018346707128 -0.00020644065685568211 -0.0028433980292207404 -0.0019488454124684282 -0.00074472636454797256 0.0024483657549142428 -0.001744860035228719 -0.0019798020846676012 -0.0020266531663241504 0.0024335095291759283 -0.00045597735959868236 -0.0024075820829419282 0.0012496231420680644 0.0012154210802095423 -0.00036497744257181963 0.0013707220413387341 -0.0019508254286875124 0.00068676775673052939 0.0025252956712190932 0.0027585790268876528 -0.0010456123897322014 -0.0013928904417507243 0.0010198970735091108 -2.0460956275103968e-05 -0.0023291363658137733 0.0024320051511765206 -0.0010261596230167415 -0.0022167230930156575
leaf_weight=5.9113140553235999 7.9740263503044844 3.0419864915311328 16.096878832206137 1.598071079701185 1.0238433703780163 5.1601574048399952 4.4825565814971915 1.2452764734625805 24.334117555990815 3.2377596721053221 1.926850229501724 2.1074541751295328 1.7068773321807382 2.7916365806013337 4.6059218253940353 2.3897099010646343 9.8577863164246065 2.2681322805583477 1.9631014280021188 4.5067860316485158 3.1316648311913005 3.2921701427549115 4.0115816425532094 4.823447808623313 8.545383792370556 2.1852569282054892 1.9423094205558298 2.6692323833703995 4.4278076067566854 33.70264046639204
leaf_count=110 147 50 368 21 8 76 39 19 850 29 58 37 19 65 32 24 105 32 18 46 39 53 39 52 56 46 69 31 79 1293
internal_value=0 -0.00117344 0.00022714 0.000561024 0.00151851 -7.8358e-05 0.00171536 -0.00133053 -0.00138088 -0.000376723 -0.00159323 0.000271658 -5.80485e-05 -0.000475895 -0.000115662 -0.000722432 -0.0010267 0.000871909 -0.000170326 -0.000125892 0.0014736 0.00178965 -0.000417486 -0.000126446 0.000360027 -0.00172953 -0.00134944 -0.000284971 0.000274474 -0.00208299
internal_weight=0 101.975 74.9869 59.2178 23.7107 35.5071 22.6869 94.7016 93.4563 30.6169 75.695 6.59001 25.4567 17.7613 14.9697 10.3637 15.7691 7.27322 4.23123 6.43364 4.83854 4.89024 20.6182 17.3804 12.557 69.2614 33.3735 9.03935 7.09704 35.8879
internal_count=3910 2859 1051 836 452 384 444 2759 2740 310 2472 76 234 268 203 171 215 100 50 104 58 74 176 147 95 2368 1029 179 110 1339
is_linear=0
shrinkage=0.00225675


Tree=152
num_leaves=31
num_cat=0
split_feature=12 4 1 13 13 49 14 47 3 160 48 11 4 147 42 15 15 457 48 16 43 11 41 48 4 43 0 13 1348 394
split_gain=16.9717 6.56831 5.31142 6.24915 4.20937 4.3846 3.78958 3.8213 3.54322 3.26221 2.93163 2.88155 2.84823 2.72903 2.58395 2.39575 2.23321 1.98079 2.26165 2.32829 1.96634 1.86727 2.22249 1.8485 1.74685 1.66814 2.20232 1.9979 1.32246 1.46766
threshold=0.051320000000000005 0.28937500000000005 0.085990000000000011 -0.00059999999999999995 -0.094679999999999986 -0.081629999999999994 0.082845000000000016 0.081320000000000017 -0.015794999999999997 -1.0000000180025095e-35 0.10417000000000001 0.077165000000000025 -0.14963999999999997 1.0000000180025095e-35 0.083875000000000019 0.090325000000000003 -0.038029999999999987 -0.0015249999999999997 0.12675000000000003 -0.09601999999999998 -0.12074999999999998 0.087830000000000005 0.081670000000000006 -0.091489999999999974 0.011185000000000002 -0.17307499999999998 -0.077944999999999987 0.20131000000000002 0.093505000000000019 -0.47621999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 16 6 11 9 7 -4 20 -6 -9 14 -10 17 -2 -16 -1 -14 19 -19 -5 -3 -23 -15 -11 26 -7 -28 29 -27
right_child=1 21 3 8 5 25 -8 10 12 24 -12 -13 13 23 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0018539392267200175 0.00081087454184679611 0.0020663860484310781 0.0020497877250776745 -0.00028920741079583803 -0.0021981233602989983 -0.0017473289099459259 -0.0024779705598795866 -0.00074742112325530642 -0.0016428834408124262 0.0012858524330973402 0.0021709211276750673 -0.002147621851902648 -0.0017796606213293289 -0.00027497078321177921 -0.0016066705625778633 0.0014871163395753933 -0.00021741454595152805 0.0018980591908812827 -0.001757568425808637 -0.00012955253082159613 0.0024458027034366201 0.0012588788845766729 -0.0016132363464203582 0.002269986318997302 -0.00090458008178378113 0.0017127902061586785 0.0015249169278029444 -0.0014671120504467523 0.0015198575757529951 -0.0017118734708403522
leaf_weight=5.268543353304266 8.5950958784669655 2.9489463269710532 16.027360467240221 1.5517314840108154 2.1814576592296362 3.7686669901013374 1.0001443922519673 4.2754883617162696 4.9688734915107515 4.8636113218963128 2.0692708157002926 2.7275499068200579 3.1249963603913882 1.8075855895876882 4.5741083025932303 1.3027123063802717 9.4123252071440202 2.879742369055756 2.6057008132338515 11.281389471143473 3.3938403930515042 2.4893372245132923 1.9435085877776144 3.207960356026887 2.1167256720364094 0.51146794110536475 2.4346610140055414 1.4380226526409385 0.52752852253615756 57.0308918338269
leaf_count=110 70 50 368 21 41 104 8 39 76 52 37 65 29 19 113 22 105 23 25 99 53 32 18 39 17 13 28 35 8 2191
internal_value=0 -0.00100144 0.000277104 0.000550019 -0.0011479 -0.00135416 0.00135507 0.00152642 9.67391e-06 -4.97691e-05 0.000204363 -0.000250008 -0.000251539 2.60265e-05 0.000107639 -0.000920872 -0.000804716 -0.000308506 -3.43123e-05 0.000282773 0.00158766 0.000825287 -3.52962e-07 0.00135279 0.000621623 -0.00153602 -0.000652003 0.000413903 -0.00165235 -0.00168143
internal_weight=0 99.4543 72.875 58.1941 92.0725 74.873 23.3723 22.3721 34.8218 9.16179 6.34476 17.1995 29.8762 24.9074 14.4719 5.87682 14.6809 19.8918 16.7668 14.1611 4.94557 7.38179 4.43285 5.01555 6.98034 65.7112 7.64135 3.87268 58.0699 57.5424
internal_count=3910 2859 1051 836 2759 2489 452 444 384 110 76 270 310 234 205 135 215 176 147 122 74 100 50 58 69 2379 167 63 2212 2204
is_linear=0
shrinkage=0.00201268


Tree=153
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 151 49 50 2 47 3 3 52 0 130 43 14 132 376 0 4 49 15 1 0 16 16 160 13 52
split_gain=20.0953 13.1537 6.00818 4.47421 3.81405 4.03749 3.66897 3.38711 2.9885 2.52391 2.40349 2.34708 2.26362 2.29608 1.97583 2.834 1.95703 3.08357 2.06344 3.47711 2.1072 2.0107 2.64394 1.87865 1.794 1.75677 2.61269 1.99329 1.40163 1.47064
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 -0.086769999999999986 -0.22390499999999999 0.11901000000000002 0.10869000000000002 0.096475000000000019 -0.100615 -0.086589999999999986 -0.12272499999999999 -0.060094999999999989 -0.082634999999999986 0.0016850000000000001 0.077685000000000018 0.080815000000000012 0.048695000000000009 -0.13506999999999997 -0.00072999999999999985 -0.073619999999999977 -0.095799999999999982 0.088385000000000005 0.076335000000000014 -0.17157499999999998 0.099280000000000021 -0.081934999999999994 -0.094679999999999986 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 -1 23 11 9 16 -4 12 -3 -8 -14 15 -12 17 18 19 21 -20 -7 -23 -6 -15 -10 27 -27 29 -16
right_child=2 3 7 -5 5 8 10 -9 25 -11 14 -13 13 24 28 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018066266425498744 -0.0018261579148253354 -0.0009829119863007719 0.001741068758398624 0.00053227371516625997 -0.00057048147316121004 -0.0014773632578941695 -0.0016997924918793546 -0.0010171865105037671 -0.00075761596658967527 0.000202769512499602 -0.001452855922687301 0.0013968533743389899 -0.00092571184076699342 0.0014899589019525612 -0.00031297970530799735 0.0016737102520806306 -0.0020518158047144975 0.0014538754640869389 0.0014966421131645503 -0.0014188633719630513 -0.00086187324841780649 -0.00088514877375675874 0.0010770896732451146 0.0016170766697633759 -0.00051818931470754644 -0.00067913693679571327 -0.00054582708681942494 0.0015354024476943228 -0.001581023843008871 -0.001957539111259639
leaf_weight=3.1734236236661664 2.1893924921751049 2.4918792098760605 17.109590761363513 4.9465750604867926 1.6072834022343148 2.6498790457844743 5.3657145835459259 1.9099246412515629 4.0048769339919117 4.1426145955920211 2.2098457906395192 2.7001537494361392 8.5663120690733194 2.9168701656162712 5.7379028182476741 1.5370776969939468 2.804045930504798 2.3177357800304881 2.5720556117594242 14.867369130253795 2.1957657113671294 3.623749177902936 5.2694779969751826 5.1961168348789215 2.6592991948127747 1.546658646315336 4.2944315280765286 7.1290865130722505 60.845675455406308 2.4163103718310595
leaf_count=57 20 24 348 33 17 24 141 18 37 40 50 22 178 21 88 16 36 24 25 202 21 41 40 64 23 17 48 99 2080 56
internal_value=0 -0.00071672 0.000973829 -0.00110836 -8.27158e-05 -0.000182513 -0.00119165 0.0012385 -0.000346329 0.00144121 -0.00127305 0.000254702 -0.000721878 -0.000350854 -0.00142085 -0.000170264 -0.000632731 -0.000513935 -0.000660218 -0.000853504 0.000410455 -0.000125329 0.000277531 0.00110027 0.000532264 0.000266123 0.000582229 0.00114061 -0.00148876 -0.000800306
internal_weight=0 165.646 25.3515 102.394 63.252 60.0785 97.447 23.1621 53.2751 21.2522 92.255 5.19203 19.5082 14.1425 72.7468 3.74692 36.3001 33.496 31.1783 26.4105 4.76782 11.5431 8.89323 6.8034 5.57617 16.9751 12.9702 8.67575 68.9999 8.15421
internal_count=3910 3484 426 2732 752 695 2699 406 614 388 2653 46 363 222 2290 66 413 377 353 307 46 105 81 81 44 201 164 116 2224 144
is_linear=0
shrinkage=0.00176831


Tree=154
num_leaves=31
num_cat=0
split_feature=1 12 52 159 52 47 13 49 50 51 50 42 48 474 133 48 43 12 123 52 2 12 48 52 151 4 0 0 15 3
split_gain=17.9509 6.04257 4.31817 4.26826 3.69252 3.46524 3.24984 3.65567 2.96165 2.72186 2.86505 2.54814 2.48094 2.31617 2.19711 1.99036 1.95776 2.43492 2.2953 1.70812 1.7931 1.70704 1.8887 1.65099 1.57607 1.78598 1.67947 1.57249 1.55486 1.55438
threshold=0.10398500000000001 0.080120000000000011 -0.42985499999999993 -1.0000000180025095e-35 0.18936500000000003 0.084155000000000021 -0.09547499999999999 -0.081629999999999994 0.086210000000000023 -0.097124999999999989 0.083475000000000008 -0.14127499999999996 0.12862000000000004 0.084655000000000022 -1.0000000180025095e-35 -0.088799999999999976 -0.079109999999999986 -0.0089849999999999982 1.0000000180025095e-35 0.11588000000000002 0.099990000000000009 0.085185000000000025 0.085090000000000013 0.51791000000000009 -1.0000000180025095e-35 0.25367000000000006 -0.066084999999999991 -0.070174999999999987 -0.091274999999999981 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 23 5 11 19 21 14 -1 13 -5 15 16 -7 -13 18 -18 27 20 28 -8 -23 -4 -16 26 -26 -11 -3 -9
right_child=2 6 3 4 -6 8 7 29 -10 10 -12 12 -14 -15 24 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001958991123690035 -0.0023612211029816863 -0.0025012116945898801 -0.0016369181582356325 -0.00096495589028637639 -0.0026584336173087241 -0.0024635034803070863 -0.0022101935917068698 -0.00088459945948725046 0.0023397092408763607 -0.002038566578088949 -0.0020763439747246725 -0.00051652660137494898 -5.3604479081164378e-05 0.0016284270182360919 -0.0017339316426879111 0.0020876442998327542 -0.0018757707230570785 -7.7702132632197877e-05 0.0019673943205794973 -0.0020919206486768225 0.0013017493205129908 -0.00080093804585654313 0.0018560729482382165 0.00089140223625408489 -0.0019903592555818479 0.001588569566220655 0.001047808577077795 0.00081098462063658482 -0.00015586645400742356 -0.0019249379806330431
leaf_weight=4.6992185767740002 2.5669969804584971 1.8164023999124745 5.2376180533319703 2.076441545039418 1.4511369839310635 2.116583138704299 1.4824534207582463 8.6274910029023868 2.5340168364346018 1.7683607079088686 3.5120036881417027 1.6235970333218634 3.8373699784278861 4.3408353272825471 1.9589879624545545 22.536440325900912 5.1455639246851232 15.881237685680388 4.1908267959952354 2.6777440141886464 3.4508198574185363 2.745319914072752 2.7770265731960535 1.7876451686024664 2.0242094639688712 4.0662207379937172 1.75116006843746 2.2978933453559893 7.4058644510805607 52.563486590981483
leaf_count=97 85 38 85 19 14 19 26 157 33 26 46 19 38 40 21 461 82 135 60 55 25 35 21 13 24 36 20 18 110 2052
internal_value=0 -0.00103485 0.000516199 0.00065556 0.00090755 0.00102377 -0.00138774 -0.00160031 0.000109566 -0.000330132 -0.000124019 0.00146307 0.00164314 7.98958e-05 -0.000364643 0.00191264 -0.000149648 -0.000517716 0.000787644 -0.000443433 -9.51173e-05 -4.58223e-05 0.000535195 -0.000993563 8.86376e-05 0.000543952 -0.000581141 -0.000428248 -0.000617802 -0.00177826
internal_weight=0 125.383 55.5684 53.0014 45.9762 44.525 83.5466 68.1958 14.4512 41.8359 37.1367 30.0738 27.9974 33.6247 11.9172 24.16 29.2839 21.0268 8.25708 15.3508 12.6731 7.0048 5.52235 7.02526 9.80058 7.84159 3.77537 4.06625 9.22227 61.191
internal_count=3910 3023 887 802 704 690 2519 2291 153 504 407 537 518 361 120 480 321 217 104 228 173 82 56 98 101 80 44 44 148 2209
is_linear=0
shrinkage=0.00227162


Tree=155
num_leaves=31
num_cat=0
split_feature=12 16 1 3 48 15 3 3 38 48 160 160 483 42 43 457 14 3 12 51 474 1 376 12 3 0 48 484 13 43
split_gain=13.3793 5.3501 4.40265 3.6935 3.10296 3.16429 2.91856 2.79856 2.78974 2.50311 2.41486 3.03591 2.40509 2.25574 2.17591 2.15335 2.14211 2.09159 2.04964 1.97436 2.8131 1.63075 1.58777 1.88149 1.81246 2.80544 2.41097 1.57061 1.56436 1.65032
threshold=0.051320000000000005 -0.17157499999999998 0.10113500000000002 0.090325000000000003 0.08346000000000002 -0.10981499999999998 0.16699000000000003 0.10666500000000002 0.13219500000000003 0.12675000000000003 -1.0000000180025095e-35 0.085065000000000016 0.085615000000000011 -1.0000000180025095e-35 -0.24333999999999997 0.09112000000000002 0.064610000000000015 -0.100615 0.087020000000000014 -0.097124999999999989 0.082665000000000002 0.11561500000000001 0.048695000000000009 -0.051479999999999991 -0.023079999999999996 -0.10071499999999999 0.084500000000000006 0.073820000000000011 -0.012839999999999999 -0.011154999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 16 14 7 -6 9 17 -8 15 -2 18 13 -7 -4 -5 19 27 -12 -1 22 28 23 -21 -25 26 -26 -3 29 -20
right_child=1 4 3 6 5 12 8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 21 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0015991712148519452 -0.0016436986596725801 -0.001161974983802566 -0.0011449619280409083 -0.00032188545845650838 -0.0020736223722792424 -0.0022483712382258777 0.0016926036273773501 0.0007401391353161383 -0.0020400896543993456 -0.0016980088116176431 0.0028794501662363181 -0.0015836566748988715 -0.0021287357413780445 0.0010782004367106181 0.0018341628121123943 0.0020516842068571406 -0.0022524641714891129 -0.0017204929067258005 0.00084694661387214258 -0.0015677630964328639 0.0016802341450078855 0.0015879836691808972 0.00103887303678107 0.0013059988790853727 0.0013007079288666697 -0.0022237843514012188 -0.00073147436817286207 0.00054451676914154927 0.0013419521688643671 -0.0014341649991139085
leaf_weight=3.3852662481367615 3.0669309059157994 10.141294857487081 1.1059632040560234 6.6582614351063985 3.1548573328182092 0.95497773960232546 6.6407736334949723 2.4173123575747004 0.94895540177822102 4.0229325741529456 1.62407483160496 2.8393669035285702 1.4708704724907864 7.3606453463435173 12.593259213492273 2.0801937896758318 2.103859791532158 41.834581949748099 2.0250042565166968 4.6344643719494441 3.7842061184346667 3.5532275866717091 3.6096231359988442 3.0923857316374912 4.0016378667205661 2.8245409950613753 6.1288523599505424 2.8693611528724423 2.3302713129669392 3.752220693975687
leaf_count=88 79 273 12 63 132 36 157 16 7 43 10 55 53 107 302 34 32 1931 19 76 36 45 46 25 37 47 46 36 24 43
internal_value=0 -0.000940213 0.000260284 0.000776197 -0.00120068 -0.000300121 0.000225932 -0.00140421 0.0012259 -0.00036879 1.26151e-05 0.000327658 0.0002716 0.000696172 0.00159365 0.000243144 -0.000263091 -0.00149872 0.000736164 -0.000130057 4.70833e-05 0.000437653 -0.000207334 -0.000424835 -9.47601e-05 -0.000429123 7.12565e-05 -0.000785626 -6.64965e-05 -0.000634601
internal_weight=0 89.395 67.6152 34.0503 70.2039 12.9414 20.3511 57.2626 7.58973 12.7614 19.1911 16.1242 9.78649 8.31562 13.6992 8.73846 33.5648 54.8452 13.2848 31.461 28.0757 11.6607 24.2915 20.6819 16.0474 12.955 10.1305 13.0107 8.1075 5.77722
internal_count=3910 2859 1051 618 2584 328 304 2256 164 140 275 196 196 143 314 97 433 2240 141 401 313 131 277 231 155 130 83 309 86 62
is_linear=0
shrinkage=0.00203638


Tree=156
num_leaves=31
num_cat=0
split_feature=1 12 12 40 3 147 4 3 48 3 150 51 160 16 12 0 1 14 474 43 42 0 1429 3 376 1 4 47 49 0
split_gain=23.9149 7.19628 6.56987 5.088 4.95292 4.26807 4.57209 4.06307 3.53962 3.45838 3.01985 2.53393 2.51563 3.62483 3.1565 4.22631 2.84627 2.45438 3.19985 2.13678 2.74799 2.12618 2.03478 1.99596 2.49065 2.48499 2.04844 4.12091 1.75989 1.75937
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.34489500000000001 0.16699000000000003 1.0000000180025095e-35 0.50657000000000008 0.097615000000000021 -0.09386499999999999 -0.100615 0.084800000000000014 -0.10145999999999998 -1.0000000180025095e-35 0.032820000000000009 0.09112000000000002 -0.23129999999999998 0.12263000000000002 0.077685000000000018 0.082665000000000002 -0.074254999999999988 0.095385000000000011 -0.060094999999999989 0.084895000000000012 -0.14818499999999998 0.048695000000000009 0.077800000000000022 0.0057500000000000008 0.080075000000000021 -0.47013499999999991 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 5 6 12 9 -7 10 21 -1 -3 14 15 -14 -16 18 23 20 -15 22 -4 -13 25 -25 -27 -28 -11 -30
right_child=1 4 7 -5 -6 8 -8 -9 -10 28 -12 17 13 19 16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0015986206054305521 0.0016367414256330337 -0.0015575546152242206 -0.0017615946740931097 -0.0022365938615671855 0.0014950113614047994 -0.0009337503930019332 0.0011557273517782613 0.00047189695241990094 0.0019562011671700589 0.00077644178092569141 0.0011702627930276889 0.00094725185229303918 -0.0009175600344470613 -0.0012981867498713525 -0.001374978776637099 0.0018330262603215338 0.0010384759640977032 -0.002040151067829996 0.0013501645847882253 -0.0019926837163896038 0.0018261753624983774 -0.00016995554887719338 0.0010899673574255402 -0.0017423620316348299 0.00076514993853292652 -0.00085827679845778084 0.0017646367691674172 -0.001147810911397243 -0.00029161132999992766 -0.0015819166182238803
leaf_weight=4.7604499794542781 15.772422149777414 7.9086569324135771 8.2553043216466921 1.1851625591516484 6.4261061996221533 1.9305614568293092 5.150771412998437 4.4127345085144034 4.8091499432921401 1.1056636944413174 2.6492239274084559 3.7078604809939852 2.7226426899433136 2.8274184744805098 5.5711310263723126 5.4508088156580943 2.2217003181576729 2.2183591015636912 4.414108593016862 5.5668496154248697 1.3528159856796262 7.1747864969074735 0.90226816572249013 5.6591040473431447 4.4623792916536322 10.246021319180729 3.4813973754644385 2.889950480312109 3.6202315222471944 67.07841981202364
leaf_count=91 301 100 196 8 96 20 79 25 62 7 26 27 23 42 55 50 25 31 38 110 16 67 9 90 46 93 21 22 46 2088
internal_value=0 0.0003463 -0.000955812 0.00136603 1.33639e-05 -0.000195836 -0.00042602 -0.00121751 0.00112839 -0.00129963 -0.000615237 -0.00036036 -0.000668338 -0.000394842 0.00013405 0.000916784 -0.000686914 -0.000201385 -8.43757e-05 -0.0012612 -0.000287074 -0.000904857 -0.00148064 -0.000292353 -0.000464248 -0.000710518 -0.00035912 0.000443593 -0.00148055 -0.00151584
internal_weight=0 68.8962 137.038 16.9576 51.9386 45.5125 38.7728 95.1986 6.73971 90.7859 18.9816 41.8396 33.622 25.7134 15.9663 8.17345 7.79283 37.0792 34.8608 9.74708 4.18023 16.3324 9.15757 30.4467 26.7389 22.2765 16.6174 6.37135 71.8043 70.6987
internal_count=3910 987 2923 309 678 582 500 2464 82 2439 298 459 421 321 153 73 80 368 337 168 58 272 205 299 272 226 136 43 2141 2134
is_linear=0
shrinkage=0.00180288


Tree=157
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 52 159 4 158 3 123 133 3 16 12 49 123 42 49 160 475 48 15 160 4 1 3 15 4
split_gain=30.6925 8.65544 7.43584 6.90306 6.12441 4.37524 4.06688 4.17939 3.96649 3.06891 2.96781 3.04914 3.6917 2.8356 2.59768 2.70634 2.87372 2.57206 3.04146 2.41201 2.41014 2.33043 2.05813 2.25023 1.87175 1.58921 3.46884 1.54664 2.10744 1.94102
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.24456499999999998 0.11551000000000002 0.097615000000000021 0.12539500000000003 -0.044129999999999996 0.39574000000000004 0.11015500000000002 -0.15121499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.16699000000000003 0.081265000000000018 -0.0089849999999999982 -0.085974999999999982 0.08128500000000001 -0.085679999999999992 -0.080034999999999981 0.084100000000000022 -0.061639999999999993 0.12862000000000004 0.035895000000000003 -1.0000000180025095e-35 0.0057500000000000008 0.088495000000000018 -0.11266 0.024640000000000006 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 6 8 9 -8 19 22 -1 14 -13 17 15 -12 -17 18 -3 20 -4 -18 23 -5 -23 26 -26 28 -21 -29
right_child=1 13 5 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 21 -19 -20 27 -22 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00089558241510032642 -0.0011197947841317102 0.0010229734717538208 -0.001182875405515281 0.0017079910868746922 -0.0010978484606318209 0.00044691678383098607 0.0016565755518524537 -0.001212512780190653 0.0016266592506427304 -0.0012415789469698495 -0.0016528009544130133 -0.0016685742069286796 0.00096847977761406934 0.00097241872279879983 -0.0017720792113517167 -0.0019834427708896973 0.0014184612476317682 0.00081626027852687503 -0.0012209075094123431 -0.00032623569768588955 0.00051111348941057814 -0.0012523606244310322 0.00014812682610574758 0.00037088233172515885 0.00053480147655736064 0.00080161332088659904 -0.0020687008656751402 -0.0015394772362491427 -0.0017871624930975026 -0.0004410449821952826
leaf_weight=4.8560690097510806 4.9861244913190594 1.9330417662859023 5.8826361931860429 29.827636368572712 3.7757209166884413 4.5213532298803321 2.2989103123545647 3.8377656601369372 1.3422706127166737 1.263381179422139 4.7735870238393607 1.9339633285999296 6.7497070580720884 3.2807980738580218 5.711743038147687 2.3708184137940433 2.7325287610292568 2.6673068702220908 14.858245663344862 8.1723695974796993 3.9923280663788319 4.0275247078388992 3.2590375281870356 4.0476118996739379 3.6957091838121219 4.9024707078933716 2.3839025124907494 69.510275265201926 4.2501046229153863 4.8748664520680896
leaf_count=38 94 15 85 466 43 25 23 34 11 14 71 28 62 31 92 22 20 31 172 93 31 51 29 35 26 30 19 2051 94 74
internal_value=0 0.00039444 -0.000922956 0.00076529 0.000959852 -0.00117152 0.00113431 -0.0001377 -0.00124617 0.0013376 -0.000345461 -0.00049888 0.000381174 -0.000474752 -0.000748636 -0.000513744 -0.000243402 -0.000718751 -0.000962588 -0.00128606 -0.000498016 -1.08866e-05 0.00142535 0.00154823 -0.000271102 8.87605e-05 -0.000486069 -0.0013757 -0.000826063 -0.00146749
internal_weight=0 76.0356 146.684 53.2962 48.3101 102.546 44.5343 6.13668 98.0249 38.3977 44.138 39.282 8.68367 22.7394 30.5983 24.8865 20.113 19.4586 16.7913 96.6826 9.87496 17.7421 37.1343 33.8752 15.0096 10.9821 6.07961 86.8076 12.4225 74.3851
internal_count=3910 987 2923 738 644 2464 601 57 2439 544 459 421 90 249 331 239 168 218 187 2428 116 146 530 501 126 75 45 2312 187 2125
is_linear=0
shrinkage=0.00168276


Tree=158
num_leaves=31
num_cat=0
split_feature=12 4 1 13 39 13 49 3 42 160 47 4 47 14 48 11 41 3 157 15 1 52 3 47 484 147 474 2 52 13
split_gain=24.411 9.81196 8.35299 8.06285 4.44765 4.39012 3.37768 3.31977 3.0298 2.98555 2.73745 4.20848 2.62551 3.34777 2.88747 2.20127 2.32907 2.09998 1.9014 1.89266 1.86166 1.81594 1.75477 2.29947 2.60035 1.74902 1.74813 1.68832 1.65133 1.47673
threshold=0.051320000000000005 0.28937500000000005 0.092385000000000009 -1.0000000180025095e-35 0.14706500000000003 -0.094679999999999986 -0.081629999999999994 -0.046444999999999993 0.083875000000000019 -1.0000000180025095e-35 0.096475000000000019 -0.029114999999999999 0.084155000000000021 0.019255000000000005 0.10417000000000001 0.087830000000000005 0.081670000000000006 -0.14818499999999998 -0.079129999999999992 0.090325000000000003 0.13429500000000003 -0.087094999999999992 -0.10628499999999998 0.085165000000000018 0.084750000000000006 0.089090000000000016 0.084655000000000022 0.086545000000000025 0.096170000000000019 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 17 12 5 8 9 -5 27 -7 11 -9 13 -4 -14 -3 -17 -1 26 -10 -12 -20 23 24 28 -13 -19 -2 -8 -23
right_child=1 15 3 7 -6 6 22 10 19 -11 20 25 14 -15 -16 16 -18 18 21 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00071498226042724918 -0.00095995292489979415 0.0017999335308202494 0.001791483946858515 0.0017318369790979135 0.0018862137934298152 -0.0018936516634119078 -0.0018369932549400639 -0.0013581400721606846 -0.0015409604888984335 0.00025635735897796153 -0.0017348416206394806 0.00025745329133395321 -0.00043745744485603133 -0.0012261680656436567 0.0018728344926636381 0.001100398498124904 -0.0012465914302951021 -0.0011927173017284431 -0.0018803587671191639 0.00042273539725942976 0.00017388933907680278 -0.0018980998035015913 -0.0015115855112613015 0.001264078000770012 0.00059247984320800464 0.0016906988323724249 0.00090215893899880928 0.00058223456540511958 2.9743925075406146e-05 -0.00042862292719982113
leaf_weight=3.5506839081645039 2.7958290763199356 3.6607444100081903 18.559297028929002 2.9067358076572445 1.4465545862913121 2.6124125998467207 7.3294917717576009 4.3380621485412201 7.2201626449823362 6.9512782096862775 4.7070199511945239 11.944559335708613 4.4492217004299155 1.1476569026708592 2.4752849340438843 2.7833744958043098 2.2462805733084679 1.7387062013149321 4.5973779018968406 1.803398612886667 2.2064791396260262 2.3736745771020749 70.912039909511805 1.3879202809184779 2.2098757252097121 3.1668316647410402 3.5873637348413467 8.2313715890049917 1.7201298810541628 13.141950231045465
leaf_count=26 40 50 355 47 19 41 182 52 140 58 46 93 35 11 37 32 18 19 77 31 16 38 2136 12 16 39 32 57 27 128
internal_value=0 -0.000968111 0.000226625 0.000613946 -0.00110129 -0.00113947 -0.00129618 -7.19617e-06 -0.0004117 -0.000330938 -0.000198939 0.000130473 0.00129662 0.00161575 0.000388396 0.000788424 5.22157e-05 -0.000520248 -0.000692657 -0.00114851 -0.00112566 -0.00093388 -0.00140665 -0.000818295 -0.00107498 0.000557813 0.000218282 0.000191229 -0.00148217 -0.000653432
internal_weight=0 123.311 84.8909 55.9011 114.62 113.174 93.1231 29.2697 20.0508 9.56369 26.363 19.4495 26.6315 19.707 6.92451 8.6904 5.02966 28.9898 25.4391 9.02356 6.9135 20.113 83.5595 12.6474 11.2595 15.1114 5.32607 11.0272 9.04962 15.5156
internal_count=3910 2859 1051 731 2759 2740 2472 293 268 99 246 184 438 366 72 100 50 320 294 171 62 243 2373 237 225 132 51 97 209 166
is_linear=0
shrinkage=0.00171462


Tree=159
num_leaves=31
num_cat=0
split_feature=12 16 9 48 15 1 3 13 483 160 160 12 13 38 48 12 130 42 14 13 12 16 3 394 159 402 16 3 47 157
split_gain=7.94095 3.77091 3.09719 2.60883 2.82708 2.51114 2.46627 2.28673 2.11317 2.08511 2.56677 2.07123 1.78267 2.30037 1.69537 1.63465 1.9019 1.56591 1.54837 1.54172 1.53823 1.45217 1.62991 1.86944 1.51841 1.67778 1.43132 2.11419 2.18122 2.46894
threshold=0.051320000000000005 -0.17157499999999998 -0.016839999999999997 0.08346000000000002 -0.10981499999999998 0.10113500000000002 -0.0086749999999999969 -0.094679999999999986 0.085615000000000011 -1.0000000180025095e-35 0.085065000000000016 0.087020000000000014 -0.040319999999999995 0.13790500000000003 0.12675000000000003 0.093375000000000014 -0.14723999999999998 0.087170000000000011 0.064610000000000015 0.24518500000000001 0.088285000000000016 0.67964000000000013 -0.088024999999999978 -0.20437499999999997 0.087945000000000009 -0.45627999999999996 0.16388500000000003 -0.14818499999999998 0.07813500000000001 -0.066289999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 7 -5 18 19 17 15 -2 11 -11 13 -8 -14 20 -17 -3 26 -7 -6 22 23 -9 25 -25 27 -4 29 -29
right_child=1 3 5 4 8 6 12 21 -10 10 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.003637319491016804 -0.002996356465483472 0.00066046089747313008 0.0040917775834017752 -0.0036728447482119622 0.00080854198032459393 0.0038525495764067117 0.0025980688935253386 0.0067552653519730175 -0.0037584758319778627 0.0051383038333845743 -0.0027819645552934974 0.0006482374086141697 0.00037178719975326688 -0.004231539780765751 -0.0023875102394612818 0.0038100778164307939 -0.0033321625231477149 -0.003471558771118319 -0.0039393186794898956 -0.0010186637362180155 0.0048151710463602455 0.0020482587674008298 -0.0032947189622921525 0.0045889775369353748 0.00033881406144202714 -0.0028055588710236652 -0.0022792224805071168 0.0033124620577115204 -0.0029295292188646605 -0.00041489423328596744
leaf_weight=3.4094664305448523 2.5790065415203598 5.0497696846723548 1.4937873296439743 2.578005736693739 2.9671194609254581 4.7365502072498229 5.9472355879843297 0.32748734764754672 1.2257257243618367 1.5334375500679005 2.5408069668337694 10.750674802809952 10.380241019651288 0.72249431163072575 4.0411289148032656 0.6991173662245268 1.6054089227691299 1.5707046817988155 1.7530261687934388 1.0340013131499288 2.1650090347975492 0.85507783479988475 24.249738256447021 0.41524144262075324 2.9697053777053943 11.540774171240622 4.5786199001595369 2.7483727671206148 3.5792472269386044 14.941236915066828
leaf_count=121 79 76 19 132 38 136 178 6 53 10 55 131 130 6 45 16 60 64 32 19 29 21 1502 16 69 502 96 25 49 195
internal_value=0 -0.00147312 0.000292949 -0.0019144 -0.000350285 8.91724e-05 0.000886005 -0.00228863 0.00063854 2.99931e-06 0.00052478 0.00120874 0.000313169 0.00185826 -0.000401418 0.00136327 -0.00116544 -0.000319859 -0.000646513 0.0029797 0.00249875 -0.0026116 -0.00271247 -0.00178679 -0.00197422 -0.00254874 -0.00043539 -6.45099e-05 -0.000356421 0.000164212
internal_weight=0 75.6228 59.3654 58.2189 11.2404 55.9559 26.8617 46.9785 8.66238 17.4039 14.8249 12.2841 21.0911 6.66973 14.4214 7.43665 2.30453 6.62047 29.0943 5.77055 5.13213 40.358 39.5029 15.2532 14.9257 11.956 27.3413 22.7626 21.2689 17.6896
internal_count=3910 2859 1051 2584 328 930 514 2256 196 275 196 141 359 184 175 143 76 140 416 155 67 2116 2095 593 587 518 384 288 269 220
is_linear=0
shrinkage=0.00361425


Tree=160
num_leaves=31
num_cat=0
split_feature=4 12 453 3 49 15 1 47 50 48 52 16 3 15 0 376 3 11 0 42 2 130 1186 3 0 0 12 2 47 1
split_gain=18.5929 12.8989 5.25442 4.57147 3.5869 3.3209 3.58384 3.55639 2.78666 2.99583 2.67148 2.96033 2.64863 2.26794 2.37065 2.75947 2.23227 2.18805 2.15355 2.07758 3.90135 1.83135 2.24517 1.72642 1.71933 1.57895 2.08775 1.54645 1.4431 1.6732
threshold=0.28937500000000005 0.080120000000000011 1.0000000180025095e-35 0.097615000000000021 -0.22390499999999999 0.079360000000000014 0.092385000000000009 0.084155000000000021 0.11901000000000002 0.11930500000000001 -0.27466499999999994 -0.092969999999999983 -0.15002999999999997 -0.008624999999999999 -0.11287999999999999 0.076485000000000011 -0.100615 0.08184000000000001 -0.22851499999999997 -1.0000000180025095e-35 0.084145000000000011 -0.082634999999999986 0.085080000000000003 -0.086589999999999986 -0.061994999999999995 -0.11287999999999999 0.086515000000000022 0.089910000000000004 0.096300000000000011 0.13213500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 23 6 12 10 9 -2 -8 -12 -1 18 -15 -16 17 19 27 -6 -21 22 -18 -3 28 26 -23 -14 -9 -30
right_child=2 3 -4 -5 16 -7 7 24 -10 -11 11 -13 13 14 15 -17 21 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011167900429024963 0.0017041474713169128 -0.00077728407703804082 -0.0015765478308942421 0.00059683734272785859 -0.0014945130277972448 -0.0013149344329344648 -0.0010316086574529704 0.00025926902156086124 -0.00087032405271159974 -0.00056302605207596442 -0.00047197680477471609 0.0016113224197856278 -0.0010008707391099816 0.001449550745726146 -0.0012400853982006464 0.0013542176255664112 -0.0014269859076128496 -0.0017078144569320428 -0.0017852406880282878 -0.0021077284566685442 0.00068048902640636651 0.0011458497295626434 0.0014591334232092669 0.0013656076044941607 0.00088930329083665622 -0.001571501384696513 -0.0015620709522496494 0.00085085592169455767 -0.0020611027420026724 0.00014240242211920834
leaf_weight=3.39540567994118 18.534381298348318 2.4654059559106827 2.3756715357303611 5.0053700730204573 3.7803620807826528 6.1446957588195792 1.8749617785215402 3.195312559604643 1.8485625758767117 2.1655351892113677 2.7192996442318025 13.707836329936979 4.1469500586390522 2.8912898451089859 4.9252965245395863 1.8864038586616514 2.0640209764242168 5.4415784459561101 7.0755794141441593 2.1159911565482616 7.9122246988117695 1.6963504590094083 1.5855150036513803 2.5386968702077857 3.1096332073211661 61.582444189116359 2.1447213552892208 2.3510453775525093 3.3403523415327072 1.7454844266176222
leaf_count=26 362 24 22 33 114 79 21 25 18 24 29 202 40 19 74 12 51 138 124 36 75 17 15 22 37 2174 33 15 31 18
internal_value=0 -0.000689496 0.00100352 -0.00110132 -0.0011924 -4.16597e-05 9.71482e-05 0.000533046 0.00127535 0.00146697 0.00103103 0.00126646 -0.00038812 -0.000607645 6.5741e-05 -0.00052163 -0.00127751 -0.000728241 -0.00108901 -0.000342219 9.21647e-05 -0.00143059 -0.000173132 0.000309854 -0.000267093 -0.00150073 -0.000366159 -0.000330896 -0.000701328 -0.00130485
internal_weight=0 160.842 24.9242 98.3327 93.3273 62.5095 56.3649 29.6929 22.5485 20.6999 18.3021 16.4271 26.672 23.2766 9.70299 6.8117 88.3232 19.2502 13.5736 13.8086 10.0282 69.0731 3.64954 5.0041 11.3908 65.4235 3.84107 6.498 8.28115 5.08584
internal_count=3910 3484 426 2732 2699 752 673 363 404 386 252 231 310 284 105 86 2653 363 179 225 111 2290 66 46 111 2224 50 55 74 49
is_linear=0
shrinkage=0.00182395


Tree=161
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 128 15 147 50 47 9 3 156 1 158 3 0 52 0 11 160 403 1213 131 16 48 4 15 43 1186
split_gain=7.29869 5.38274 3.17702 2.57489 2.27516 2.17446 2.24884 2.20325 2.11688 2.21657 2.01895 1.69311 2.00897 2.07208 1.68361 1.94422 2.59322 1.8648 1.88959 1.6399 1.47653 2.2699 1.86609 2.37832 2.30256 3.9644 2.85552 2.8167 3.95332 2.68733
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 0.084980000000000014 0.079360000000000014 0.088565000000000019 0.11901000000000002 0.096475000000000019 -0.016839999999999997 -0.010319999999999998 0.094860000000000014 1.0000000180025095e-35 0.084965000000000027 -0.100615 -0.11287999999999999 -0.15154999999999999 -0.060094999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097135000000000013 -0.083144999999999983 0.086870000000000017 -0.0025899999999999994 0.083935000000000023 -1.0000000180025095e-35 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -3 6 7 10 9 -4 -1 19 13 -13 15 17 -17 -6 -19 -12 -18 -22 -23 24 27 -26 -27 -24 -29 -30
right_child=2 3 8 -5 14 -7 -8 -9 -10 -11 11 12 -14 -15 -16 16 20 18 -20 -21 21 22 23 -25 25 26 -28 28 29 -31
leaf_value=0.0035162266896329258 -0.0028409728685202243 0.00063583089529699788 0.0027807126567273499 0.00089295159912648238 -0.0031555683770566724 -0.003509177816258857 -0.0020340815080751645 0.003541103113035556 -0.0017386631730756739 -8.6884465591869045e-05 0.0014233286093957714 -0.002784883758882343 -0.0035595542911855483 8.6624106687724535e-05 -0.0032663716854344849 0.0012965981298264243 -0.0031072973081718845 -0.0010740982978048094 0.0016349370966900379 -0.0021018378349719428 -0.0031341622681406501 -0.0031739587884581704 -0.0022932837958567417 0.0032291540644686727 -0.0032021345684513807 -0.001983953244871846 0.0056041485032747897 0.0067719016551127352 -0.0022105392162244221 0.004212515178345643
leaf_weight=1.5918884640559543 1.5881681628525282 4.0942649804055682 10.704816639423369 4.259135713800787 2.0352815510705105 1.6788160018622864 4.4194396762177339 1.8642903268337239 1.5068068653345097 3.3477648776024571 9.939146742224688 2.6512206336483457 1.8135541761293996 23.027438290417194 6.0912410123273721 2.2830200809985319 9.7743645580485445 5.7421266250312319 4.2307701893150798 1.42786978278309 7.6862981608137515 3.5825372850522461 2.3753938805311909 1.3242325009778131 6.75224322546274 0.92831071466207504 0.94868882745504357 1.1406002528965475 1.8220595736056568 0.93124084919691075
leaf_count=49 20 46 348 33 112 30 77 30 18 40 154 61 47 287 273 26 629 168 39 17 609 213 63 34 358 37 14 18 52 8
internal_value=0 -0.000848788 0.00130306 -0.00142018 -0.00157974 -6.98194e-05 5.37297e-05 0.000271782 0.00172605 0.00209756 0.000121107 -1.7976e-05 -0.000430815 -0.000209848 -0.0017371 -0.00155642 -0.00188555 -0.000472431 7.51471e-05 0.000980514 -0.00208049 -0.00171543 -0.00116482 -0.000721138 -0.00107225 -0.00210293 0.00185129 0.000346405 0.00195669 -3.80881e-05
internal_weight=0 114.415 17.1476 66.0018 61.7427 48.4137 46.7348 42.3154 15.5594 14.0526 40.4511 38.8592 27.4922 25.6787 57.6484 51.5572 39.549 12.0082 9.9729 11.367 37.266 27.4916 19.8053 16.2228 14.8985 8.62924 1.877 6.26929 3.8939 2.7533
internal_count=3910 3484 426 2732 2699 752 722 645 406 388 615 566 395 348 2653 2380 2061 319 207 171 2035 1406 797 584 550 409 51 141 78 60
is_linear=0
shrinkage=0.00307586


Tree=162
num_leaves=31
num_cat=0
split_feature=4 12 48 1 13 52 50 39 453 0 15 47 52 3 3 474 474 457 15 457 376 16 1 14 157 47 48 13 11 42
split_gain=21.9411 10.673 6.3644 4.75623 5.01047 5.66662 4.63279 4.04072 3.33319 2.98223 2.83565 2.52226 2.49403 2.28201 2.26 1.83706 2.3468 1.7268 1.70224 1.8001 1.15477 1.20412 1.60537 1.14754 1.59 1.09145 1.07475 0.989837 1.31175 1.74002
threshold=0.28937500000000005 0.051320000000000005 0.11930500000000001 0.094485000000000013 -1.0000000180025095e-35 -0.0093349999999999978 0.11901000000000002 0.14706500000000003 1.0000000180025095e-35 -0.068484999999999976 0.035895000000000003 0.093315000000000023 -0.080899999999999986 0.13772500000000001 -0.14818499999999998 0.084655000000000022 0.090325000000000016 0.081330000000000013 0.014775000000000002 0.087195000000000009 0.048695000000000009 -0.092014999999999986 0.077800000000000022 -0.46879999999999994 -0.0086849999999999983 0.13302500000000003 0.087500000000000008 -0.094679999999999986 0.077165000000000025 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 14 5 -5 8 13 23 -7 11 12 -6 17 -1 20 -17 27 19 -19 21 22 -16 24 -2 -13 -24 28 29 -3
right_child=2 7 -4 4 10 9 -8 -9 -10 -11 -12 25 -14 -15 15 16 -18 18 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00025872813064524848 0.0014692171802948562 -5.9939636183071504e-05 -0.0010866553100157617 0.0013788819327535424 -0.00065836644097626686 -0.00096812799108249032 -0.001007396180519266 0.0015002449021362695 -0.0012285784491572356 0.0011398046488546884 -0.0014960513431192882 -0.0014883550442259612 0.00098125028606155934 -0.00018438428392607796 -0.0016092710247052832 0.00044155126684794472 -0.0015852913089862096 -0.00014112642598447848 0.00046677001262746123 -0.0014945080278217699 -0.00036851651860631744 -0.0014352840858109866 0.0001754952149819679 0.0013730387414956679 -0.0010411372927355389 -0.00028576545215695852 -0.00095600912409229976 -0.0013047275777589805 -0.0015849796252952113 -0.0011158201106033958
leaf_weight=3.35815081372857 1.0078184735029934 4.8945100903511074 4.2600109428167334 7.2992042135447246 3.1620032750070104 4.9362870752811432 2.4270924925804129 1.1104217097163189 1.1629349961876858 1.801520626991987 4.9574264697730532 3.2231052853167057 4.3125483840703973 4.3520858846604815 3.2953498736023921 3.6416602768003932 1.6245286986231802 3.2301769740879518 2.1008159890770903 4.8111999817192554 3.8594424128532401 15.5383885987103 3.1838671043515205 13.919239705428483 0.9772893600165905 2.7506618797779083 3.4282771274447441 115.86985072866082 4.7062271982431403 8.229623004794119
leaf_count=28 27 39 38 158 30 40 18 19 8 32 38 26 33 26 43 35 22 33 15 72 33 150 21 320 15 17 19 2368 63 124
internal_value=0 -0.000952631 0.000466099 -0.000502402 -0.00010821 0.000522844 0.000805415 -0.00116484 0.00106321 -0.00040452 -0.000589479 -0.000255291 0.000287634 -0.00118481 -0.00083957 -0.000946255 -0.000183695 -0.00121508 -0.000657219 -0.000950862 -0.00108329 -0.0011917 -0.000809672 0.00123079 0.000233343 -0.000934614 -0.000411169 -0.0012574 -0.000949809 -0.00072204
internal_weight=0 219.677 23.7544 70.3724 32.4428 14.037 19.4944 149.305 17.0673 6.73781 18.4057 13.4483 7.47455 148.194 37.9297 34.5715 5.26619 143.842 10.1422 8.04138 29.3053 25.4459 9.90749 15.9043 1.98511 5.97377 6.61214 133.7 17.8304 13.1241
internal_count=3910 3484 426 725 374 230 388 2759 370 72 144 106 63 2740 351 323 57 2714 120 105 266 233 83 362 42 43 40 2594 226 163
is_linear=0
shrinkage=0.00140232


Tree=163
num_leaves=31
num_cat=0
split_feature=1 52 50 47 403 484 133 51 1 403 52 48 50 42 48 160 14 454 12 484 2 3 11 4 2 123 16 43 16 3
split_gain=7.11514 2.9323 2.83712 2.70167 2.53178 2.66189 2.53773 2.37999 2.3786 2.33439 2.32369 2.31614 2.45888 2.55406 2.70343 2.31545 2.1441 2.27537 2.04958 2.10055 2.0097 1.95428 1.92351 2.13713 2.36017 1.88442 1.83464 2.28086 1.94934 1.79393
threshold=0.10113500000000002 -0.42985499999999993 0.088425000000000017 0.08801500000000001 -1.0000000180025095e-35 -0.0043499999999999988 -0.10870499999999998 -0.10145999999999998 0.080320000000000016 0.104315 0.17829500000000004 -0.086624999999999994 0.11551000000000002 -0.14127499999999996 0.12862000000000004 -0.40446999999999994 0.082845000000000016 -1.0000000180025095e-35 0.10297500000000001 0.091130000000000017 0.084145000000000011 0.10223 0.08184000000000001 -0.017449999999999997 0.089710000000000012 0.11662000000000002 0.15737500000000001 -0.12074999999999998 -0.084184999999999996 0.14320000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 11 8 21 -7 -8 29 10 16 -3 13 -13 15 -15 17 -9 19 22 -10 -6 23 26 -25 -4 28 -28 -19 -1
right_child=1 3 25 -5 5 6 7 9 20 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0035995949221999095 -0.0036022592487199331 -0.0021021527596231816 -0.0033046260950038505 -0.00059720163049423614 -0.0036862193186583112 -0.00287460496871616 -0.0030390753464317934 -0.0040791237501555952 -0.0036473316093027929 -0.0035245271513032563 -0.0029399584775051065 -0.0023125882875869148 -0.0020397378391918903 -0.0032884523513096817 -0.00075009894937765628 0.00297805263665281 -0.0038315411616565271 0.0012056117261057464 -0.0024622074484930735 -0.0030772027815224954 0.0030001799200633397 0.0043724988031494123 -0.002861567252294714 -0.00079207049678080548 0.0016024980161114149 0.0046930920588810661 0.004271595300654297 -0.0013675546511180932 0.0043088106823318401 0.0045478789690143167
leaf_weight=9.2393099591135943 2.0938544925302258 2.2890092227607992 9.8846383532509172 14.165469554252921 5.0848046075552693 5.2149523328989735 3.6545055964961639 1.3386900620535005 0.8797872001305217 2.3377703949809066 2.95792341697961 1.6464291904121733 2.1207626666873685 0.75685355998576653 3.2264197915792456 18.11860312521457 1.5117426617071021 4.3891593515872946 2.5693218791857353 1.6658420749008644 1.5433673141524193 0.39993565157055844 1.5583242196589697 10.280791481025533 10.009121968410907 0.37683303654193956 1.2365713994950054 3.097260830923914 5.7768831560388056 0.3454242944717415
leaf_count=675 115 30 554 212 286 238 150 31 46 89 132 18 42 13 40 517 28 55 52 70 14 3 20 218 113 2 8 53 84 2
internal_value=0 0.000452564 -0.00127972 0.000653167 -0.00104315 -0.000761948 -0.000539446 -0.000306975 -0.00252045 -0.000102078 7.03859e-05 0.00128219 0.00158165 0.00190505 0.00221923 0.00272678 0.000275396 0.000423496 0.000572021 0.000777101 0.000586634 -0.00309859 0.000953745 0.00112464 0.000389183 -0.00301093 0.00215378 0.000241463 0.00296901 -0.00330597
internal_weight=0 44.4174 85.353 42.3235 75.0915 63.0836 57.5989 52.3839 12.0079 48.7294 46.3916 28.1581 25.8691 23.7483 22.1019 18.8755 43.4337 41.922 40.5833 38.014 2.42315 5.48474 36.3481 34.7898 20.2899 10.2615 14.4999 4.33383 10.166 9.58473
internal_count=3910 987 2923 872 2367 1630 1341 1103 737 953 864 660 630 588 570 530 732 704 673 621 60 289 551 531 331 556 200 61 139 677
is_linear=0
shrinkage=0.00351016


Tree=164
num_leaves=31
num_cat=0
split_feature=4 12 150 9 11 39 3 43 52 124 52 50 3 151 1375 3 1 457 456 49 376 49 0 50 1 1 1 2 16 16
split_gain=15.6915 7.19069 5.60733 4.0462 3.7552 3.28836 3.14133 2.8433 3.78184 2.81384 2.78343 2.54673 2.12038 1.53053 1.72856 1.59521 1.42205 1.39405 1.39212 1.44366 1.2242 1.21394 1.77126 1.91932 1.7355 1.5668 1.06701 0.962436 0.812907 1.42203
threshold=0.28937500000000005 0.051320000000000005 -1.0000000180025095e-35 -0.016839999999999997 0.088315000000000018 0.14706500000000003 0.30601500000000009 -0.044024999999999988 -0.016329999999999997 -0.082899999999999988 -0.23375999999999997 0.11901000000000002 0.097615000000000021 -0.086909999999999987 -0.012944999999999998 -0.016619999999999996 1.0000000180025095e-35 0.081330000000000013 0.084065000000000015 -0.059914999999999989 0.048695000000000009 -0.073619999999999977 -0.14534499999999997 0.083215000000000011 0.087545000000000026 0.14071500000000001 0.11561500000000001 0.10679500000000001 -0.17157499999999998 -0.41163499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 11 12 7 8 10 -8 -5 -4 17 -9 -15 -16 -12 28 19 -19 27 -17 23 24 -23 -24 -6 -10 29 -3
right_child=2 5 4 6 26 -7 9 13 20 -11 16 -13 -14 14 15 21 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018885013484939669 -0.0017259938458760479 -0.0018762862098298195 0.0018013814656629361 -0.0011491427026998804 -0.001911389890312554 0.0021631820944959966 -0.0020715969935010325 -5.1589259836053563e-05 -0.0026681701451791206 0.0017037503289723801 -0.00048817883159761876 -0.0010162798044600233 -0.00035900114841243676 -0.00024188964558446362 -0.0001064697689567264 -0.0025337594996519461 0.0020833476362493641 0.00021116784689749154 -0.002282831683546975 -0.0017945804627436245 -0.00013970620585063482 -0.0012075975987570322 -0.0020931328836252131 -0.0024531191261157963 0.0010125297092649778 -4.6148966401162686e-05 0.00035657244707547277 -0.0007992889191936988 -0.0018324397984308845 -0.00064929517701772398
leaf_weight=2.2757272813469163 3.7870484944433001 8.8930317182093841 12.17762800678611 2.2507999241352081 1.8914454393088811 0.94712893292307754 1.0862140730023382 3.8192745931446543 2.8104741275310499 3.3333953823894253 1.1276470534503458 1.4945643991231907 5.0932048000395289 4.6521780006587496 2.8346038460731426 5.9002629183232775 4.2779695969074965 4.4625526629388332 2.341880775988102 2.2350130267441255 2.4734774734824896 2.9809689670801154 14.893355708569304 1.9501787535846231 2.8660030886530876 1.7322214804589737 1.5799316652119157 1.9279506765305994 96.823814356699586 7.0091357249766579
leaf_count=57 36 117 337 20 14 19 8 31 26 70 11 12 34 26 25 50 96 38 37 45 24 34 175 20 22 12 27 18 2409 60
internal_value=0 -0.00134057 0.000517391 -0.000778455 0.00101296 -0.00161851 -0.000878087 -0.00100747 -0.000242789 0.000775878 0.000754336 0.00149337 -0.00164675 -0.00128059 -0.00140473 -0.00156788 0.00154691 -0.00170061 -0.000930885 -0.000458161 -0.00130137 -0.0017045 -0.00150416 -0.000703067 -0.000119361 -0.00187986 -0.00087917 -0.00190777 -0.00176233 -0.00133547
internal_weight=0 190.998 20.9306 63.1927 17.1436 127.806 60.917 56.4974 14.8683 4.41961 7.65642 13.6722 126.859 41.629 37.8098 33.1576 5.40562 121.765 9.03945 6.69757 7.2119 30.323 24.4227 7.79715 5.84697 16.6256 3.47138 4.73842 112.726 15.9022
internal_count=3910 3484 426 725 390 2759 668 590 195 78 127 349 2740 395 364 338 107 2706 120 83 68 313 263 76 56 187 41 44 2586 177
is_linear=0
shrinkage=0.00203712


Tree=165
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 52 52 14 484 4 133 52 480 16 1 43 2 49 159 48 12 13 15 49 48 1186 43 15 43 0
split_gain=24.7449 7.90318 6.72674 5.51006 5.6517 4.74928 4.60723 3.46695 3.42248 3.73183 3.39782 3.27218 3.12039 2.3872 4.30208 2.43184 2.3769 2.37085 2.4145 2.47414 2.27464 2.15252 1.71877 2.40725 2.3244 1.55886 4.24553 1.52166 1.27525 2.28267
threshold=0.10398500000000001 1.0000000180025095e-35 0.084155000000000021 -0.115685 0.084925000000000014 -0.24456499999999998 0.13709500000000002 0.077685000000000018 -1.0000000180025095e-35 -0.48072499999999996 -0.0023199999999999996 -0.092854999999999979 0.086640000000000009 -0.064504999999999993 0.13213500000000003 -0.024279999999999996 0.11500500000000001 -0.085974999999999982 -1.0000000180025095e-35 0.086285000000000014 0.082275000000000015 0.14810000000000004 0.035895000000000003 -0.075429999999999983 0.12862000000000004 0.081240000000000021 0.0016850000000000001 -0.064869999999999983 -0.17307499999999998 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 25 -2 12 8 -1 -10 -3 -6 22 14 15 -4 -8 -13 -19 -20 -11 -22 24 -24 -7 28 -27 -15 29 -5
right_child=2 10 13 4 11 6 16 -9 9 20 -12 17 -14 27 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0019406274035468725 -0.0010307014977050805 -0.0015025316625145179 0.00078026544417641834 -0.0017436017053107788 -0.0017419929383958993 0.0017106293031123809 -0.0015964739173927505 -0.0018802657669114312 -0.0013457258383268824 0.0019331626705565497 0.0011402196413197287 -0.0016946694767276001 -0.0013580613525593986 -0.0018224331646411044 0.0020217287445293587 -0.0011001193176979028 0.00072253169932761242 -0.0012550910785094412 0.001252635267891281 -0.00032556362481563354 0.00085501656485387819 -0.0012561280322550227 0.0017219579161769577 -0.00060128032412118534 -0.00046091507904505024 -0.0015394466972643891 0.0018689520017239778 -0.0003389123674450069 -0.0014924556118713348 0.0005040797831804395
leaf_weight=2.1747208759188714 3.9127386286854735 1.8907910808920858 3.2607596050947896 2.8391257710754871 4.4165419824421432 24.31863880716265 2.867216642946004 3.1641567777842274 2.9637600332498577 4.1492939405143208 7.8706769384443742 2.3540970832109496 1.359716773033141 4.4988705590367317 2.8261754401028147 6.3569058347493437 2.6792896613478661 2.8626316897571131 6.9527182914316565 5.6362412311136723 5.937164219096303 2.0312065035104752 2.6402980871498585 2.9694755785167208 1.6494040489196766 3.5455422308295956 1.6915914453566072 4.1793687343597394 78.496566459536552 2.8244245778769246
leaf_count=39 68 29 34 71 73 444 35 75 41 37 88 22 11 73 30 54 28 36 46 34 53 34 29 27 11 71 13 43 2223 38
internal_value=0 -0.00090871 0.000420808 -0.00102234 -0.00117701 0.00082742 0.00101634 -0.000176883 0.000135456 0.000434824 0.00062832 -0.000378072 0.00126768 -0.000395353 0.00010163 -0.000462596 -0.000476257 -3.97634e-05 0.000212367 0.000546055 0.000870314 0.000316868 0.00138075 0.000492176 0.0015727 -0.00137561 -0.000438536 -0.00110798 -0.00143392 -0.000622678
internal_weight=0 141.801 63.5189 132.04 111.619 42.3968 38.484 20.4203 17.2561 15.0814 9.76147 22.2222 32.9375 21.1221 12.4438 9.61767 5.54651 17.8057 15.4516 12.589 12.1177 7.96837 31.5778 5.60977 25.968 89.3973 5.23713 8.67824 84.1601 5.66355
internal_count=3910 3023 887 2906 2627 653 585 279 204 165 117 211 522 234 118 88 63 138 116 80 124 87 511 56 455 2416 84 116 2332 109
is_linear=0
shrinkage=0.00177022


Tree=166
num_leaves=31
num_cat=0
split_feature=1 123 484 42 42 2 4 3 42 49 0 12 48 483 133 156 403 133 130 133 11 160 1213 1374 11 38 483 453 122 133
split_gain=6.91151 3.10171 2.77793 3.10945 3.12278 2.62776 2.57806 2.34037 2.3701 2.41808 3.50172 2.93484 2.35674 2.03904 2.00608 2.12641 1.98639 2.10015 2.50791 1.90212 1.85832 1.8527 1.84473 1.88685 2.0266 1.98383 2.08745 2.34219 1.90179 1.51258
threshold=0.10398500000000001 1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.092145000000000019 0.14808000000000002 0.51224500000000017 -0.100615 0.091330000000000008 -0.085974999999999982 -0.10131499999999999 0.097955000000000014 0.086285000000000014 0.089065000000000019 -0.26719999999999994 0.11896500000000002 0.03138500000000001 0.15580000000000002 -0.076814999999999981 -0.0023199999999999996 0.08184000000000001 -0.24498999999999996 -1.0000000180025095e-35 0.093235000000000012 0.088315000000000018 0.11225500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.085320000000000021 -0.17468499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 7 6 13 20 9 -9 12 29 -11 14 -2 21 -4 18 -18 -3 -5 -16 -23 24 25 26 -24 28 -28 -12
right_child=5 19 3 4 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0027051472656335466 -0.0033124852134248199 -0.0023911417683036887 -0.0027610588281183099 0.0014430726052022404 -0.0020692713236314816 0.0024350727694299004 0.0026693889985746314 -0.0028070172026530551 0.0027745689988747384 0.001572736941660112 0.0035116875427908829 0.0017545392900147983 -0.00099873578270407186 -0.0023462402780543498 -0.0030816788665237321 -0.0032107597557125339 0.0012610614711901446 0.0036671366930241013 -0.0030061531899158861 0.0016202720054849786 -0.0018750131484449155 -0.0031008423603558983 -0.0023917509491275944 -0.002572675891562284 -0.0014918878967377738 -0.0025921555029784116 0.0021567146148674388 -0.0016812647005221867 -0.001771127052783222 -0.0019863565501496644
leaf_weight=8.919115696102379 1.3368294574320341 1.1876499131321905 11.52366161439568 8.1004219427704793 10.853619904257355 4.4843901861459008 2.9692778475582591 4.5144147388637021 1.5343076419085253 7.6958940802141935 0.42068254947662609 2.1242625331506124 4.6877224296331406 3.0316801108419886 1.169455304741869 1.3679952081292857 1.811773622408509 0.78058801870793093 2.9732165224850169 5.1819242956116787 1.6628784090280522 1.0599755439907443 1.1177214831114088 1.3259977418929327 2.5299610244110218 1.0655987635254849 16.856425185687819 1.6067496668547381 1.0716410316526879 14.734270771965397
leaf_count=515 19 29 687 92 473 139 128 76 37 80 11 19 37 49 23 50 25 14 140 88 55 18 35 16 36 11 326 26 11 645
internal_value=0 -0.00104979 -0.00119849 -0.00101545 -0.00069137 0.000369704 0.000116017 -0.000362502 -0.00070163 -0.000857685 -0.000561015 -0.0013926 0.000599326 -0.000110031 0.000112185 0.000269126 -0.00208366 -0.000681091 -0.00139043 0.000872317 0.000877939 0.000440344 0.00059499 0.000748172 0.000929771 0.00121187 0.00140815 0.00162557 0.00192193 -0.00183374
internal_weight=0 88.7064 82.3368 73.4177 56.3285 40.9937 36.5093 45.4749 35.7116 34.1772 29.6628 17.2792 12.3836 33.54 30.5084 29.1715 17.0892 5.56558 4.78499 6.36957 9.7633 27.8035 26.6341 25.5741 24.2481 21.7181 20.6525 19.5348 17.9281 15.155
internal_count=3910 3023 2906 2391 1525 887 748 1052 905 868 792 675 117 620 571 552 866 179 165 117 147 502 479 461 445 409 398 363 337 656
is_linear=0
shrinkage=0.00285899


Tree=167
num_leaves=31
num_cat=0
split_feature=4 12 453 484 1213 1 475 151 9 403 160 52 4 133 15 15 12 157 2 0 0 12 1 48 16 132 48 147 38 1456
split_gain=6.19967 4.26322 2.74152 2.15706 2.37586 3.24075 2.47977 1.9633 2.30343 1.91735 2.00611 2.46891 2.29127 2.25557 2.01343 3.03639 2.05694 2.01484 1.9278 2.2629 5.09632 2.36406 1.80257 2.18241 2.27003 1.63217 1.59171 2.57907 1.42703 1.66351
threshold=0.27020000000000005 0.080120000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 -0.086004999999999984 -0.086769999999999986 -0.016839999999999997 -0.082404999999999992 -0.096329999999999985 -0.42035499999999998 -0.44477499999999992 -0.26719999999999994 -0.11739999999999999 -0.094449999999999992 0.10257000000000001 -0.066144999999999995 0.086545000000000025 -0.084304999999999977 -0.083424999999999985 0.096485000000000015 0.12058000000000001 0.11930500000000001 -0.53943499999999989 0.080815000000000012 -0.09386499999999999 0.088035000000000016 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 22 -3 6 9 -5 -1 -9 -6 12 -12 -11 -13 -15 -16 17 -17 19 -19 -21 -22 23 24 -2 26 -10 28 29 -28
right_child=2 3 -4 4 5 -7 -8 8 25 10 11 13 -14 14 15 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016945078309359182 0.003791237375886782 -0.0032972841666939067 -0.0027317368061670426 0.0040444049144378099 -0.0031985977933421165 0.0036788457261496435 -0.0034955393899108291 0.0038582984488101553 -0.0041229115808098576 0.0035361922118293922 -0.003054928445473953 -0.0035090042758930324 -0.0035161849477381513 -0.0039433111295113189 0.0048318805688246516 -0.0027243356492899144 -0.0023578584493749721 -0.0031639783466230428 0.0016099147873674599 0.0087712703342161594 -0.0029412914712056795 0.0034221947920737858 0.0031705335636450019 -0.0038593279115243791 0.00015155374843340181 0.0017094750972356202 -0.0035283131639776981 0.0038538715351340647 -0.0030363676293243048 -0.00040317801309002789
leaf_weight=5.5427681487053624 2.9071696605533353 7.3307596081867805 1.840367268770932 0.53733366727828968 4.9262093724682918 1.6239214688539494 7.7427559001371247 1.3738680519163597 1.6072231791913498 0.59112234599888314 4.2120345178991512 2.2843869943171766 5.1902251848950973 1.4082385152578343 1.5479758884757782 2.1649848893284966 3.8119882075116029 2.6110723400488567 11.049913150258361 0.76538093574345856 2.1922517530619952 0.97010318282991637 5.7041758727282277 1.0453780330717553 6.1491356901824501 3.196338082663714 2.1140649169683483 1.3943480886518944 3.1359028629958621 27.29356281273067
leaf_count=94 64 509 23 4 381 29 538 44 22 5 257 129 297 30 18 112 61 81 149 12 70 20 237 12 136 55 49 21 54 397
internal_value=0 -0.000983095 0.00118876 -0.00157045 -0.00133441 -0.00102916 -0.00300624 -0.000198885 -0.000460496 -0.00120401 -0.000950765 -0.00062783 -0.0027951 -0.000272942 5.78668e-06 0.000227231 -7.52381e-05 0.000365252 0.000745548 -0.000715143 0.000912789 -0.00098919 0.00164525 0.000783952 0.00131993 -0.000613651 -0.000822555 -0.000666257 -0.000859925 -0.000627839
internal_weight=0 106.619 17.6462 60.9607 53.6299 45.3498 8.28009 45.6581 40.1153 43.7259 38.7997 33.0183 5.78135 28.8063 26.5219 25.1137 23.5657 19.7537 17.5887 6.53881 3.92774 3.16235 15.8059 10.1017 9.05631 38.7414 35.5451 33.9379 32.5435 29.4076
internal_count=3910 3438 472 2702 2193 1651 542 736 642 1622 1241 939 302 682 553 523 505 444 332 183 102 90 449 212 200 598 543 521 500 446
is_linear=0
shrinkage=0.00339402


Tree=168
num_leaves=31
num_cat=0
split_feature=1 12 50 40 403 51 402 3 14 39 483 158 1 132 3 403 52 454 4 4 3 43 49 0 453 16 151 0 48 0
split_gain=5.43578 2.63894 2.50103 2.44499 2.29634 2.18965 2.24179 2.00962 1.95892 1.95845 1.92629 1.9249 1.9207 1.87929 1.89047 1.7969 1.75466 1.84026 1.77795 1.98528 2.65869 2.51234 2.38503 2.43344 1.73558 1.98578 1.72843 1.72288 1.69074 1.7923
threshold=0.10113500000000002 -0.071274999999999991 0.088425000000000017 0.34489500000000001 -1.0000000180025095e-35 -0.097124999999999989 0.085345000000000018 0.31335500000000011 0.077685000000000018 0.18016500000000005 0.088115000000000013 0.084965000000000027 0.080320000000000016 -1.0000000180025095e-35 -0.15327499999999997 -1.0000000180025095e-35 0.18936500000000003 -1.0000000180025095e-35 -0.52333999999999992 -0.076329999999999995 -0.083604999999999985 -0.076484999999999984 -0.085974999999999982 -0.10071499999999999 1.0000000180025095e-35 -0.072804999999999981 -0.083559999999999982 -0.08824499999999999 0.091690000000000008 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 12 -6 8 9 10 24 11 13 -1 -7 -15 -2 17 -16 -19 -20 -21 28 -23 -24 25 27 -27 -3 29 -22
right_child=1 7 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 18 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0031966268590241879 -0.0039209353193446596 7.4468615278714797e-05 -0.0028743352631009854 -0.0038636164259707208 -0.0029623090799744244 -0.0036953325091819231 -0.0035489230688208681 0.0035532475655397507 -0.0036494681812357104 0.0040863672313961596 -0.003521864343725751 -0.0024995517130020828 0.00045740415587906824 0.0025101477326076971 -0.0039634486624630207 0.0030908040147393928 -0.0030152180046826012 -0.0041400673042854821 0.0016877579375841171 -0.0024793733271709201 0.0046475797643703342 -0.0040668263962811936 0.0011220166871332943 -0.0024929725029510762 -0.0036128122923267752 0.0023672780694415827 -0.0014298355192521942 0.0030460808598681871 0.0052919445828111247 -0.00012372618440732031
leaf_weight=8.1590037173591536 0.45477077737450589 9.4948362894356233 8.9302629362791759 0.73521642014384259 4.581268203444778 1.4584157774224866 2.6823349157348266 1.6965191978961218 2.0134325176477423 1.1619138997048128 1.9709518598392595 3.5373186385259023 2.119126475416123 3.9368538884445945 1.2024902356788505 7.1017078729346377 2.1022319225594392 1.0074505675583925 10.754130225628598 4.4095758730545525 1.2763553932309144 1.7758546387776721 8.4777932763099528 2.9302036399022464 1.887301256880163 1.5596691649407226 13.85652794502675 3.003242846578364 1.5972387976944444 3.3036607196554466
leaf_count=677 5 134 556 8 234 82 143 66 61 30 134 127 60 47 31 296 108 9 174 184 15 19 68 89 24 24 323 77 13 92
internal_value=0 0.000366743 -0.00117105 0.00208959 -0.000951548 -0.000691763 -0.000500678 -7.06522e-05 -0.000342691 -0.000269209 -0.000208837 -7.21433e-05 -0.00244325 0.00012198 0.000252135 0.00266882 2.32434e-05 0.000197126 0.00033793 0.0004686 -8.29617e-05 0.000462831 -0.000380373 0.000193488 -0.000439026 -0.000224444 -0.00104568 0.000788536 0.00226245 0.00120594
internal_weight=0 40.9517 78.226 8.2917 69.2957 59.0176 54.4363 32.66 51.754 30.9635 49.7405 47.7696 10.2781 44.2323 42.7738 7.55648 38.837 36.7348 35.5323 34.5248 23.7707 19.3611 13.1839 11.408 29.8016 27.9143 15.4162 12.4981 6.17725 4.58002
internal_count=3910 987 2923 309 2367 1630 1396 678 1253 612 1192 1058 737 931 849 301 802 694 663 654 480 296 176 157 582 558 347 211 120 107
is_linear=0
shrinkage=0.00341965


Tree=169
num_leaves=31
num_cat=0
split_feature=1 47 52 12 50 3 15 3 48 51 14 474 150 52 3 15 376 3 1 4 47 1 123 42 128 48 160 16 16 52
split_gain=17.1367 6.33788 5.04962 4.93683 3.99389 3.50789 3.07955 2.96083 2.91692 2.21547 2.16555 2.51041 2.08806 2.00487 1.92305 1.73366 1.66716 2.24906 2.05748 2.03103 3.34175 1.97634 1.56435 2.47685 1.40504 1.3754 2.64845 1.72298 2.7729 1.39026
threshold=0.10113500000000002 0.087850000000000025 -0.24456499999999998 0.080120000000000011 0.11551000000000002 0.097615000000000021 0.085950000000000013 -0.11266 0.12862000000000004 -0.10145999999999998 0.077685000000000018 0.082665000000000002 0.084800000000000014 0.016565000000000003 0.16699000000000003 0.024640000000000006 0.048695000000000009 -0.14818499999999998 0.077800000000000022 0.0057500000000000008 0.080075000000000021 0.088385000000000005 0.08128500000000001 -0.085679999999999992 0.086435000000000012 0.083775000000000002 0.084100000000000022 -0.083144999999999983 -0.084184999999999996 -0.40891499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 6 7 8 12 24 -1 11 16 15 -8 22 -5 17 -11 -19 21 -21 -20 23 -3 -4 27 29 28 -9 -27
right_child=1 14 4 5 -6 -7 13 25 -10 10 -12 -13 -14 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017729868005772489 -0.0013162308599693107 0.0011668219096923073 0.001756260286001557 -0.00019331811019374342 -0.0011982769053665318 0.00054128175987815498 0.00075875689541439603 -0.0013794799335800534 -0.0010529435740613685 0.0010202784653318717 -0.0022394931945000935 0.0014253521288986732 0.0013791493320296252 -0.0018550195546876605 0.00095917840911436585 -0.0018252647150518524 0.00086838858748585802 -0.0018638724201697292 1.9025055136109835e-05 0.0018857290566837398 -0.0011721829423968068 -0.0017817166063894829 0.00079339315318845052 -0.0014117185131508397 -0.00067313790763200978 0.0004231816690217653 0.00079841225016005703 -0.0019739355214738767 0.0022607402216582415 -0.0019573715248354293
leaf_weight=4.1068580970168105 4.0688969101756802 1.7132047172635818 25.661653822287924 6.6964786183089 2.9478296842426053 4.1542875841259947 3.2667962387204161 19.786939755082134 1.6979989334940899 3.3977248556911972 2.002691848203539 3.9124748222529879 2.041190590709447 1.8632560558617113 2.7323483061045399 4.3362129721790552 4.2542237378656855 5.0310447644442382 4.6138862110674363 3.3072013370692721 2.5660639628767967 5.2891321368515491 2.0148043856024733 12.463934086263182 1.0000456422567356 1.2104147318750618 2.8081680741161108 30.872742876410488 0.88385545276104949 5.4942549243569356
leaf_count=91 94 15 514 90 43 25 39 613 13 27 31 38 21 20 31 105 46 90 36 21 22 57 31 172 15 26 39 1321 28 196
internal_value=0 0.000359488 0.000808312 -0.000966869 0.00104555 -0.00125675 0.00124306 -0.00135751 0.0015024 -0.000377155 -0.000210389 -8.48577e-05 -0.00048908 -0.000190577 -0.000601197 -0.000834727 -0.000292476 -0.000496506 -0.000744189 -0.000387123 0.000549709 -0.000942738 -0.000864506 -0.00110012 0.00166514 -0.00154346 -0.000840969 -0.00167312 -0.00122383 -0.0015276
internal_weight=0 59.4308 40.5065 116.766 36.4376 78.2845 33.4898 74.1303 28.3597 38.4813 34.3744 32.3718 13.0739 5.13005 18.9243 11.0327 28.4593 24.2051 20.8073 15.7763 5.87327 9.90302 16.1919 14.1771 26.6617 61.0564 9.51284 51.5435 20.6708 6.70467
internal_count=3910 987 738 2923 644 2464 601 2439 542 459 368 337 216 59 249 195 299 253 226 136 43 93 218 187 529 2223 261 1962 641 222
is_linear=0
shrinkage=0.00201077


Tree=170
num_leaves=31
num_cat=0
split_feature=1 12 12 47 50 4 38 3 3 3 2 376 0 16 15 48 160 150 1 12 1 15 1 48 150 49 3 133 52 0
split_gain=23.9819 8.14135 5.63119 5.03327 5.14642 5.51464 3.89542 3.76023 3.32581 2.97002 2.82685 2.80511 2.97791 2.67413 2.60261 3.48129 2.39702 2.22238 2.16345 1.95689 1.93404 1.92973 1.75224 1.66833 1.97045 1.56065 1.35506 1.2938 1.6978 1.26803
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.086785000000000015 0.11551000000000002 -0.17479499999999998 0.13584500000000002 0.097615000000000021 -0.11266 -0.15121499999999996 0.13215000000000002 0.048695000000000009 -0.10071499999999999 -0.008734999999999998 0.024640000000000006 0.12862000000000004 -0.079234999999999986 0.084800000000000014 0.085110000000000005 0.11215000000000001 0.14000500000000002 0.024640000000000006 0.092550000000000007 0.086285000000000014 0.09833500000000002 -0.47013499999999991 -0.021064999999999997 -0.0043399999999999992 -1.0000000180025095e-35 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 4 5 -3 -2 8 17 -1 14 12 13 18 15 16 -7 21 -11 -18 -5 27 -13 -20 -25 -10 -14 -4 -29 -27
right_child=1 3 7 20 -6 10 -8 -9 25 11 -12 22 26 -15 -16 -17 19 -19 23 -21 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.00083812243897302824 0.0015534543468778887 -0.0013458634490462289 0.0010408129568122329 -0.0010269618609145248 -0.0019257830029926894 -8.1469931783049903e-05 -0.0017820471754127112 0.00036120498390855094 0.00049337856014805212 -0.0014818629273879683 0.0018169094168597635 -0.00018275683821655363 -0.00041299137965549365 0.0011397826485142278 -0.00051834165038179352 -0.0012760794500045697 0.0017864785613678949 0.0010359850742910556 0.00050208061876651265 -0.00034514467082586808 0.00045491491379881521 -0.0015677750401514846 0.0016976047382920442 -0.0017689874621613978 0.00013059102985737411 -0.00044145438585956704 -0.0017202905114210769 -0.0014429239755760616 0.00042624532613529857 -0.001448021413448625
leaf_weight=4.7265279032289973 15.208268040791156 3.8184818457812097 1.7380940895527599 13.990246040746571 2.5691906213760367 3.4756196998059865 1.0483019091188897 4.4123200029134741 1.244085669517516 5.4581786897033515 5.9932969044893971 4.0105500631034365 2.9057183377444735 2.8390218988060942 5.1646625585854045 1.9115562289953221 9.4823392089456267 2.2584240287542334 5.1647507101297361 1.3821085095405585 2.9949581846594802 5.0235690250992775 2.1228070221841335 2.9658412039279938 3.1582944169640541 3.6925680804997674 9.4219107925891894 3.0731328055262566 2.4432466812431795 69.192048108205199
leaf_count=38 300 84 18 176 33 38 9 25 8 86 110 32 37 24 45 12 141 21 39 16 23 105 29 23 18 49 133 50 22 2166
internal_value=0 0.000307554 -0.000915736 -2.24315e-05 0.00035109 0.000538412 0.00133837 -0.00114672 -0.00122176 -0.000413098 0.000800914 -0.000568535 -0.000767752 -0.000362164 0.000516591 0.000845486 0.00112829 -0.000489801 -0.000616779 0.00151531 -0.000765666 -0.000770454 0.000468052 -0.000198511 -0.000789351 -0.0013653 -0.00141215 -0.000218326 -0.000615055 -0.00139703
internal_weight=0 67.039 135.851 50.7825 33.7973 31.2281 16.2566 93.0775 88.6652 42.7736 27.4096 38.0471 31.9137 19.5861 21.4163 16.2516 14.3401 14.5365 16.7471 10.8644 16.9852 12.278 6.13336 11.2889 6.12414 74.1287 12.3276 7.25447 5.51638 72.8846
internal_count=3910 987 2923 678 479 446 309 2464 2439 459 362 421 360 190 252 207 195 216 166 157 199 195 61 80 41 2223 170 90 72 2215
is_linear=0
shrinkage=0.0016736


Tree=171
num_leaves=31
num_cat=0
split_feature=4 12 48 3 49 481 50 128 15 1 49 1373 122 156 1375 151 160 1 150 43 43 12 12 42 15 2 1212 14 33 0
split_gain=5.47729 4.07081 2.59789 2.38627 2.37758 2.36954 1.93756 1.84811 1.7403 1.62009 2.28813 2.07271 2.20914 2.00715 1.95279 2.20436 1.54676 1.51162 1.88967 1.47001 2.56951 1.84337 3.18647 1.45494 1.49736 1.40724 1.31162 1.25959 1.54835 1.25905
threshold=0.28937500000000005 0.084100000000000022 0.12933000000000003 0.10666500000000002 -0.062504999999999991 -0.0079799999999999992 0.14390500000000003 0.084980000000000014 0.085450000000000012 0.085990000000000011 -0.0092149999999999992 0.089210000000000025 0.089350000000000013 0.096585000000000018 -0.43271999999999994 -0.0074049999999999993 -0.066794999999999979 0.11368000000000002 0.081245000000000026 -0.074254999999999988 -0.075819999999999985 0.089995000000000006 0.089745000000000005 0.084100000000000022 -0.038029999999999987 0.091525000000000009 -0.47421499999999994 -0.22654999999999997 -0.007134999999999999 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 16 -1 17 8 9 10 -7 12 13 14 -11 -16 -3 18 -2 20 29 22 25 24 -12 26 -21 -17 -29 -6
right_child=2 3 -4 -5 19 7 -8 -9 -10 11 23 -13 -14 -15 15 27 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.002235953634855352 -0.00025144691416324928 -0.0020976749606709151 -0.0020953957572181444 0.00076731024317471745 -0.001770868362826608 -0.0024089424214563488 -0.0027083873722935858 -0.0027063048343358011 -0.0015735477504275504 -0.0011591466807251139 -0.001487053450625056 -0.0024126965647308539 -0.0020769366899386866 -0.0019372874705194734 0.0023886408560343584 -0.0013590536001589781 0.0003799126547407262 0.0023422618164119493 0.0026049216643349591 0.0017522837372941596 0.0028375460794325936 -0.0025127334855745915 0.0043791270833261221 -0.0017747362296898508 0.0010230710491491157 0.00051690645722026081 -0.0022351665680009963 -0.00174955980391989 0.0012409321212234956 -0.00043759310469153117
leaf_weight=3.045081563293933 4.365871056914326 1.9004423562437294 1.5222875326871861 3.7513436600565901 10.084853189997379 2.8832551706582299 0.69242071732878763 1.4717122167348851 3.5143628176301709 2.1712793204933538 1.8011907702311853 1.3412194568663824 1.6067367941141117 1.4253974929451931 7.1197930611670115 1.5501434486359507 7.3077337685972434 6.3240370601415634 2.0313019156455994 0.53308389335870643 0.99212232138961098 13.240254786331205 0.59516861755400974 2.1054734783247104 6.764517898671329 1.727439986541867 6.6938695497810885 1.137112157419337 11.687815424054822 7.3139904895797381
leaf_count=123 55 67 24 31 632 78 9 36 75 13 57 17 16 38 137 20 106 283 55 24 29 800 13 43 120 40 493 17 182 277
internal_value=0 -0.000651206 0.000933388 -0.00111514 -0.00125528 -0.000145063 0.00127712 -8.37487e-06 7.96483e-05 0.00021933 -0.000475132 0.000555037 0.000704125 0.00088221 0.00105203 0.00127539 -0.000131428 0.00149405 0.000655539 -0.00150658 -0.000992025 -0.00192181 -0.00110252 4.73664e-05 0.000495244 -0.00146686 -0.00194104 0.000724004 0.000975782 -0.0012104
internal_weight=0 103.765 14.9359 54.1403 50.389 49.6251 13.4136 46.58 45.1083 41.5939 13.5544 28.0395 26.6983 25.0915 23.6661 21.4949 9.20818 12.7212 6.39717 41.1808 18.391 22.7898 9.54956 10.6712 8.56571 8.95439 7.22695 14.3751 12.8249 17.3988
internal_count=3910 3484 426 2512 2481 972 402 849 813 738 298 440 423 407 369 356 173 393 110 2308 938 1370 570 220 177 557 517 219 199 909
is_linear=0
shrinkage=0.00244652


Tree=172
num_leaves=31
num_cat=0
split_feature=123 1 133 484 42 42 52 3 3 42 49 0 12 48 403 38 393 2 1373 147 474 4 43 150 11 130 160 15 133 40
split_gain=4.83813 3.53962 2.80813 2.45811 2.64303 2.45029 2.32019 1.97743 1.89688 1.874 2.15735 2.50537 2.44705 1.82885 1.76899 1.75754 1.63677 1.69693 1.5627 2.0627 1.91493 1.97319 1.55586 1.45724 1.45669 1.39324 1.30448 3.13063 1.86661 1.28335
threshold=1.0000000180025095e-35 0.10420500000000001 -0.0023199999999999996 -0.0043499999999999988 -1.0000000180025095e-35 0.092145000000000019 0.26536500000000002 0.16699000000000003 -0.100615 0.091330000000000008 -0.085974999999999982 -0.10131499999999999 0.097955000000000014 0.086285000000000014 0.03138500000000001 0.13219500000000003 0.085075000000000012 0.079395000000000007 0.086635000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -0.15648499999999999 0.10139000000000002 0.08184000000000001 -0.41389499999999996 0.031805000000000007 -0.088734999999999994 -0.17468499999999998 0.057150000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 23 14 8 -4 18 24 10 -10 13 26 -12 -5 -9 17 -16 19 20 -3 29 -7 -1 -6 -24 28 -28 -13 -22
right_child=2 7 6 4 5 22 -8 15 9 -11 11 12 -14 -15 16 -17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0034666914237314172 -0.0023653610457527513 -0.004931039178306563 0.0027331551409329846 -0.0031537569247934191 0.0016574436642762804 0.00046784828790798276 -0.0030561862191616023 0.0029676800058249606 -0.0031851321250474414 0.0029942671612515036 0.0016626671453316907 0.005068983698672703 0.0019881514422439447 -0.0010525653748031003 0.002665288130015419 -0.0030467826000621771 0.0018368078054015024 -0.003397094848122951 -0.0039744559949877476 0.0025778567572785349 -0.0008062694167038126 0.0026446475254892601 0.0032962192847367186 0.0028064998283477672 -0.0019483218903494034 -0.0032605924358923332 0.0045706154808638324 -0.0035989701447807728 -0.0026608943661716004 0.0025578110478442495
leaf_weight=6.7139536174945524 1.7792874667793501 0.99534149561078678 8.6781149171292746 9.2400155477225763 7.4932297002524049 1.921248194761574 0.85181427653879005 4.0174143323674789 3.9058929625898591 1.4814268741756667 7.3321973178535647 0.36186607182026165 2.0423403652384868 4.4766695313155651 0.65243552252650205 0.62975024059414852 1.8319544279947875 2.4989685504697263 1.1844752617180336 2.9710205234587184 16.989147421903915 2.4480775119736782 0.38320309203118075 0.44225849676877249 1.5080770058557389 6.9309133510105294 1.0465414458885791 1.055862359702586 10.715682815760387 1.3733780635520805
leaf_count=508 43 40 279 687 92 34 12 145 77 37 80 10 19 37 19 7 20 140 19 64 291 80 6 7 58 433 17 42 588 19
internal_value=0 -0.000811944 0.00149495 -0.00121715 -0.00101178 -0.000653768 0.00221569 0.000141665 -0.000306129 -0.000683597 -0.000859713 -0.000523699 -0.00142128 0.000633339 -0.00228681 0.00215264 -0.000679332 -0.002142 -0.000218306 -3.87412e-05 -0.000395248 -0.000178307 -0.0022129 -0.003079 0.00105333 -0.00291707 -0.0019496 0.000467713 -0.00240839 -0.000554662
internal_weight=0 102.643 11.3092 72.0347 64.8785 50.6552 9.52993 30.6086 41.4198 32.4185 30.9371 27.0312 15.2223 11.8089 14.2234 4.64716 4.98336 3.1514 25.9614 24.777 21.8059 20.8106 9.23536 7.15621 9.00131 7.31412 13.18 2.1024 11.0775 18.3625
internal_count=3910 3576 334 2911 2396 1530 291 665 1057 907 870 793 676 117 866 152 179 159 513 494 430 390 473 515 150 439 657 59 598 310
is_linear=0
shrinkage=0.0033474


Tree=173
num_leaves=31
num_cat=0
split_feature=1 12 12 47 50 52 13 49 38 160 14 3 376 0 16 1 48 15 2 3 52 2 1 52 0 42 43 0 13 42
split_gain=17.7079 6.28439 5.13589 4.263 4.06483 4.7057 3.63905 3.29048 3.24315 2.58394 2.31964 2.34858 2.40757 2.77375 3.0049 2.41083 1.97114 2.23056 1.88065 1.69399 1.65178 2.10859 1.51677 1.51318 1.50754 1.49488 1.4554 2.80578 1.83161 1.41931
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.086785000000000015 0.11551000000000002 -0.27466499999999994 -0.09547499999999999 -0.081629999999999994 0.13584500000000002 -0.079234999999999986 0.077685000000000018 -0.14818499999999998 0.048695000000000009 -0.10071499999999999 -0.008734999999999998 0.085990000000000011 0.12862000000000004 0.035895000000000003 0.11462500000000002 -0.021064999999999997 0.11588000000000002 0.099990000000000009 0.14000500000000002 -0.069134999999999988 -0.14136999999999997 -0.0060199999999999993 -0.17307499999999998 -0.077944999999999987 0.16421000000000002 -0.055344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 10 4 5 -3 20 -8 25 18 11 -1 13 14 15 -13 17 29 -7 -15 21 24 -5 -17 -4 -2 27 -9 -29 -11
right_child=1 3 6 22 -6 9 7 26 -10 16 -12 12 -14 19 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010631987928160246 7.6929983305569627e-05 -0.0014792321060529468 -0.0020045762450634779 -0.0010522245816415726 -0.0020309686092374298 -0.001146375809349757 -0.00014132393458541877 -0.0019105491459023086 -0.0018490841892247374 0.00020311290344170443 -0.0020544933171671312 -0.0014208600488891826 0.00074102596568128816 -0.00011780540969931511 0.0018071427753181847 -0.0008709470413054653 -0.00014736539909956646 0.0001223946424777845 0.0010901744046472078 -0.0017860363397253567 -0.0016643681283315663 0.0011881109560664216 0.00043996669225532378 0.00064297004413985494 -0.00016049176119627937 0.0018586528703686224 -0.0015789746262301779 0.0016340397050551494 -0.0010819895035988122 0.0019399579295667413
leaf_weight=4.0684627071022978 1.8082363530993451 3.3436552174389389 1.8188580255955438 12.828918252140282 2.1654854975640765 3.3489087447524168 6.7837420310825101 3.1117447391152382 0.96154906228184778 1.7987761795520949 2.4901895672082892 5.4631157796829966 5.1398486085236064 2.7214360311627379 2.2259728237986556 3.4186595529317856 3.4575134553015223 3.7704335767775765 1.9796271435916422 7.7522684019058969 2.6396455969661465 3.2215202599763861 2.7347741052508345 6.0535357333719713 7.5838734935969114 11.275006763637062 52.690018711611629 1.9432416036725038 1.4236005153506992 11.582728143781408
leaf_count=34 25 86 39 176 33 36 81 97 9 22 36 78 56 37 18 25 32 30 33 133 54 23 23 42 109 275 2008 22 31 207
internal_value=0 0.000307654 -0.000894793 -1.13466e-05 0.000374033 0.000551892 -0.0011561 -0.00134135 0.00137542 0.000813724 -0.000355246 -0.000240396 -0.000402216 -0.000614849 -0.000164609 -0.000458481 0.00110567 0.00135826 -0.000315465 -0.00135257 -0.000355676 -8.20378e-05 -0.000790024 9.65743e-05 -0.00051721 0.0016124 -0.00147893 -0.000665288 0.000485622 0.00170649
internal_weight=0 61.0556 120.55 47.0108 31.4471 29.2816 81.2162 65.9523 14.0448 25.938 39.3335 36.8433 32.7748 27.635 17.1613 14.9353 20.6095 17.1519 5.32854 10.4737 15.2639 12.6243 15.5637 9.4722 9.40273 13.0832 59.1686 6.47859 3.36684 13.3815
internal_count=3910 987 2923 678 479 446 2464 2239 309 360 459 423 389 333 163 145 291 259 69 170 225 171 199 67 148 300 2158 150 53 229
is_linear=0
shrinkage=0.00181913


Tree=174
num_leaves=31
num_cat=0
split_feature=1 39 51 4 3 457 4 43 132 1375 16 48 403 2 0 2 457 2 1212 42 122 124 16 2 16 393 3 43 2 48
split_gain=4.57513 3.40043 3.10092 3.06318 3.06204 3.4223 2.36974 2.24278 2.02215 1.85448 1.49404 1.7099 1.46687 1.50297 3.45621 2.16566 1.46211 1.41702 1.83751 1.32335 1.23213 1.64116 1.21631 1.2051 1.56805 1.18083 1.38933 3.16569 2.07948 2.84618
threshold=0.085990000000000011 0.005105000000000001 -0.40274499999999996 -0.15333499999999997 0.31335500000000011 0.081330000000000013 -0.49837999999999999 -0.46376499999999993 0.079995000000000011 -0.43271999999999994 -0.095109999999999986 0.11930500000000001 -1.0000000180025095e-35 0.10393500000000001 -0.070894999999999986 0.10325000000000002 -0.070739999999999983 0.11708 -0.50114499999999984 -0.085679999999999992 0.089350000000000013 -0.087894999999999987 0.63868000000000003 0.090420000000000014 -0.17157499999999998 0.085075000000000012 -0.084129999999999996 -0.082484999999999989 0.087005000000000013 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 5 8 7 -1 10 -7 11 16 -5 14 15 25 -2 18 -12 -10 21 -4 -20 24 -18 26 -14 28 -28 -30
right_child=1 2 20 12 -6 9 -8 -9 19 -11 17 -13 13 -15 -16 -17 23 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0018580720761432179 -0.0028291319087552689 -0.0034529614483918137 1.701459921249697e-05 -0.0027681428945709706 0.0026836090156880043 -0.0012223480579808446 0.0012800532842463309 -0.0025934901121915294 0.0031376383290449895 0.0019254689503756495 0.0049843985412344211 -0.0028171769225950475 -0.0026768640669118486 -0.0028052845114079762 0.0023958036205886822 0.0037282333291947865 0.00049212093971967639 0.00016011733968222976 -0.0021275558490328203 -0.00040407337329780214 -0.0011919884687235046 0.002803937949167697 0.0024763343312593244 0.0017914680243953755 -0.0032698236612897554 0.0010503448477006882 0.00500891895342422 -0.0019286600085415754 -0.0030677258030212952 0.0034834667217491398
leaf_weight=1.3341968432068823 1.2414317345246644 1.0337562561035145 2.3621129095554334 7.1549446275457731 2.7844138946384183 2.1238132454454899 6.739770249463616 3.6167529951781034 1.6713902894407513 6.684530992060898 0.33051784243435278 1.9477113559842099 7.7167483633384206 4.7562372614629558 2.3334196414798525 0.70103698223829169 4.4419141411781284 3.5189699726179233 17.551773018203686 1.9905431354418386 1.0371592342853535 7.923647029325366 0.50849504861980577 3.9810284869745374 1.2152024428360118 1.4517895774915803 0.96608833409846839 10.046566664706907 1.2688933638855817 1.038503060583025
leaf_count=9 14 10 54 691 122 12 91 66 38 103 10 29 445 245 40 8 57 61 709 51 13 295 13 63 47 24 22 487 71 10
internal_value=0 3.38681e-05 0.00141234 -0.00116361 -0.000306854 -0.00048324 0.000147663 -0.00139387 -0.000861671 0.00116649 -0.00108032 -0.00028493 -0.00157312 -0.00129074 -0.00100851 -0.00135106 0.000168405 -0.00154599 -0.00187245 0.00121244 0.00185653 0.00216392 -0.00199793 0.000554499 -0.000315981 -0.0015094 -0.00168605 -0.00111204 0.00139424 -0.000119193
internal_weight=0 62.3484 12.3567 49.1249 49.9917 47.2073 11.6907 4.95095 38.399 8.80834 34.737 12.8273 37.4342 30.2793 25.523 23.1896 10.8796 21.9098 18.3908 3.66193 11.3229 10.2858 18.0603 9.63815 5.65712 22.4886 21.0368 13.3201 3.27348 2.3074
internal_count=3910 1701 372 2209 1329 1207 166 75 1092 115 1003 210 2043 1352 1107 1067 181 793 732 89 362 349 722 167 104 1059 1035 590 103 81
is_linear=0
shrinkage=0.00293457


Tree=175
num_leaves=31
num_cat=0
split_feature=4 1213 480 1456 11 403 52 133 475 151 160 1 4 16 43 1375 2 4 156 3 3 1456 1 150 2 0 4 15 151 47
split_gain=4.1044 3.01633 2.98963 3.0808 3.42052 3.65516 2.45423 2.24405 2.22887 2.22553 2.11457 2.14084 2.15151 1.91455 1.95342 1.80423 1.7699 2.39161 1.75907 1.66519 1.71969 1.55396 1.38126 1.94667 1.37656 2.28096 2.01102 1.4909 1.35477 1.344
threshold=0.27020000000000005 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 0.08184000000000001 -0.084084999999999979 -0.42985499999999993 -0.26719999999999994 -0.086004999999999984 -0.27336999999999995 -0.40446999999999994 0.094485000000000013 -0.076329999999999995 -0.27337499999999998 -0.24333999999999997 -0.43271999999999994 0.11085000000000002 -0.49837999999999999 0.096585000000000018 -0.15653499999999998 -0.083604999999999985 1.0000000180025095e-35 0.11774500000000002 0.081245000000000026 0.10393500000000001 -0.074249999999999997 0.0057500000000000008 -0.095799999999999982 -0.035524999999999994 0.10976000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 28 5 -5 -7 -8 -1 -2 -9 12 16 -13 -15 -16 17 -12 -17 -14 -21 22 23 29 25 26 -22 -28 -3 -11
right_child=9 2 -4 4 -6 6 7 10 -10 21 11 13 19 14 15 18 -18 -19 -20 20 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0034611397495407652 -0.0026893045907247894 0.00042890027324260212 -0.0030785684865352251 -0.0027615525765953362 -0.003014936754266733 -0.002278901483474162 -0.0025085528524126537 -0.002300491443215149 -0.0029828001498305012 0.00055743605221168085 -0.0019559745859657435 -0.0010159532331098528 0.0030360886715961881 -0.00074190936109318358 -0.0022627255660509892 0.0025131804890881869 0.0040368911763011819 0.0011619459348506606 -0.0013034328287158776 -0.0023803040308333942 -0.0012738304078573123 -0.0024217860675095947 0.002758354201738191 0.0031432523568617997 -0.0026622912768144804 0.003833074398024171 -0.00070031994716118859 0.0024190811035755102 -0.0031152915912358655 -0.0031477772214652221
leaf_weight=0.50092960894107808 1.3262431323528279 1.156137593090534 3.8627284462563685 4.2653885115869334 3.7213927120901635 3.7050449545495203 2.5691658668220034 2.5924259312450877 6.6892118495888999 4.5187384868040645 2.6669645542278877 2.9607528559863594 1.0544247049838222 2.7466361168772044 0.82986142113805428 13.07064871350302 1.3877689838409413 10.727748503908506 1.13991562090814 4.4787733280099848 8.3380501223728007 0.90637342445552427 5.115344375371933 2.1837120717391372 1.9392409538850177 1.2225465201773094 2.3904549041762948 2.9994209734722963 4.9269441207870832 1.0468897614628074
leaf_count=4 20 38 247 390 145 203 157 138 579 96 43 30 12 29 6 304 13 215 23 232 209 14 265 64 65 17 31 30 278 13
internal_value=0 -0.000701523 -0.000546073 -0.000425139 -0.000261158 -0.000116994 5.18188e-05 0.00018864 -0.00253386 0.000956178 0.000303091 0.000419557 -3.35728e-06 0.00117794 0.00154312 0.00196041 0.000869328 0.00054115 0.00220703 -0.000578682 -0.000757052 0.00130726 0.00156999 0.000785549 -0.000326602 -2.36374e-05 -0.000367099 0.0010356 -0.00244169 -0.000139511
internal_weight=0 91.9426 84.7524 80.8897 74.8066 71.0852 66.8198 63.1148 7.19014 15.0973 60.5456 57.9532 37.2054 20.7478 17.7871 15.0404 14.7825 13.3947 14.2106 22.4229 21.3685 13.7711 12.8647 7.74934 16.8897 14.9505 13.7279 5.38988 6.08308 5.56563
internal_count=3910 3438 2855 2608 2292 2147 1757 1554 583 472 1397 1259 867 392 362 333 271 258 327 596 584 452 438 173 352 287 270 61 316 109
is_linear=0
shrinkage=0.00294657


Tree=176
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 52 52 15 133 11 52 480 48 160 4 2 16 1 43 12 123 15 484 48 16 160 403 12 42 42
split_gain=16.7055 6.10241 4.3732 3.60786 4.72057 3.43555 3.79394 3.09864 3.07151 3.06785 2.70654 2.51556 2.09191 2.58893 1.91281 1.84912 1.75518 2.88703 2.04109 1.6662 1.59427 1.5904 1.40337 1.36016 1.29623 1.24677 2.16062 1.91211 1.99119 3.02289
threshold=0.10398500000000001 1.0000000180025095e-35 0.084155000000000021 -0.11266 0.084925000000000014 -0.24456499999999998 0.13709500000000002 0.079360000000000014 -0.0023199999999999996 0.08184000000000001 -0.092854999999999979 0.086640000000000009 0.086065000000000016 0.088785000000000017 -0.48072499999999996 0.11500500000000001 -0.064504999999999993 0.13213500000000003 -0.024279999999999996 0.085845000000000019 -0.041524999999999992 -0.064869999999999983 0.084750000000000006 -0.088799999999999976 -0.53257999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094045000000000004 0.091230000000000019 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 20 -2 11 9 -3 14 -6 23 22 -14 -1 -8 17 18 -4 -16 -5 -18 -12 -7 -20 -22 -27 28 -28 -30
right_child=2 8 16 4 10 6 15 -9 -10 -11 12 -13 13 -15 19 -17 21 -19 24 -21 25 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00078894381031788198 -0.00097791349832235318 -0.0015636636529271874 0.00088217746570239564 0.0015134944071538634 -0.0016459191211474571 -0.00032612156549533596 -0.0016015551969549829 -0.0016089591180132785 0.0011766382523174257 -0.001443063403862751 0.00015431084009354386 -0.0013860369090512455 -0.002036568943350219 0.00016756471271513329 0.0016693431791384153 0.00062600788332954388 -0.0018093569556555658 0.0019177419372285339 0.00017270997275376364 0.00011487805280647541 -0.0017266135093146576 -0.00014304860351230513 0.001755608219698787 0.0014308287830965404 -0.0016594121265261928 -0.0017745524827373622 -0.00093881112925808341 -0.0016906815742917978 0.0020622386715016803 -0.00086700324012945807
leaf_weight=2.4680368844419709 3.2451218720525494 1.6086581926792858 2.797061899676919 0.63554204255342384 3.9533332642167833 1.487300731241709 2.4381203316152087 3.9238949678838244 6.767877319827674 2.9418761804699889 7.1657639537006634 1.1337939053773869 2.8858981393277636 4.0976838767528534 4.9759190920740384 2.3023043554276228 3.7174189649522305 2.2844738699495784 1.9192579649388788 3.9150280896574259 17.959379761479795 3.5660700500011435 2.2964298650622368 23.886785421520475 3.4023426156491059 14.069289484992622 23.637144115753475 8.574060168117283 1.9048114586621512 2.7151550110429525
leaf_count=22 68 29 34 7 73 19 35 102 88 70 65 11 28 26 51 28 73 30 21 50 755 43 19 492 33 699 570 283 21 65
internal_value=0 -0.000815379 0.00039828 -0.000928939 -0.00107556 0.00076781 0.000949103 -0.000205741 0.000650381 0.000179277 -0.000321592 0.00121177 -3.24199e-06 -0.000743272 0.000599448 -0.000519684 -0.000322398 0.000147467 -0.000350662 0.000984852 -0.00129687 -0.000993515 0.000542938 0.00132785 -0.000998649 -0.00132281 -0.00118033 -0.000953342 -0.000729611 0.000340723
internal_weight=0 116.496 52.1801 108.119 89.8945 34.4934 31.2483 18.2248 8.37654 14.3009 20.3991 26.5079 16.4458 6.98358 11.359 4.74042 17.6866 10.4031 8.11866 8.89095 69.4954 7.28349 9.46219 25.3741 5.3216 68.8598 50.9005 36.8312 28.2571 4.61997
internal_count=3910 3023 887 2906 2611 653 585 295 117 193 211 522 138 54 123 63 234 118 88 101 2400 116 84 511 54 2393 1638 939 656 86
is_linear=0
shrinkage=0.00178258


Tree=177
num_leaves=31
num_cat=0
split_feature=4 1213 484 403 11 52 52 150 133 151 1374 475 14 1374 1 0 52 48 16 14 47 0 15 13 51 0 133 39 0 158
split_gain=3.77913 3.03826 2.9295 2.97322 3.21997 2.70794 2.58591 2.4734 2.37473 2.10864 2.04392 2.04133 1.91854 1.96053 2.18098 2.64143 1.94939 1.73406 1.70565 1.60187 1.90807 1.57207 2.30236 2.13437 1.96416 1.95356 1.46751 1.31889 1.28633 1.24904
threshold=0.28937500000000005 -1.0000000180025095e-35 -0.0043499999999999988 -0.084084999999999979 0.08184000000000001 0.18936500000000003 -0.42985499999999993 0.097030000000000019 -0.26719999999999994 -0.27336999999999995 0.09309000000000002 -0.086004999999999984 0.082295000000000021 -0.094679999999999986 1.0000000180025095e-35 -0.084074999999999997 0.14114500000000005 0.086065000000000016 -0.50763499999999995 -0.46879999999999994 0.096475000000000019 -0.10575999999999998 -0.11739999999999999 -0.00059999999999999995 0.090230000000000019 -0.077944999999999987 -0.079929999999999987 0.0042750000000000002 -0.082994999999999985 0.085620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 -4 5 6 -5 -3 -8 -2 12 -1 13 -10 15 16 18 28 -15 -11 -21 22 -16 25 27 26 -23 -25 -17 -27
right_child=9 2 3 4 -6 -7 8 -9 10 19 -12 -13 -14 14 21 17 -18 -19 -20 20 -22 23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.0031442720057654806 -0.0023814665592202439 -0.0024404662023422624 -0.0025090577034489266 -0.0020489012064725145 -0.0027334077574732232 -0.0017168677256112438 -0.0022759074408627736 0.0016509522474810862 -0.001272508178409949 -0.0008070634382933439 -0.0028627184525990852 -0.0027366768503139156 -0.0022499611912660243 0.0015316497205113283 -0.00021880022791337692 0.003479570198995642 0.0032938710621699765 0.0031764016612654189 -0.0020201484240792928 0.0025639914886097163 -0.00011635495296680553 0.0030702129408049371 0.0026395879345406372 -0.0015798113027880977 0.0025073242841567606 0.0032838046371446187 -0.0016712987462499792 0.0017543998883255887 0.00014240357864238931 -0.00071646078418199975
leaf_weight=0.46660049259662617 1.2606270629912604 8.186517689842729 4.2068575522862366 3.7155717774294308 3.4108653995208433 6.3494692761450997 2.5441235979087642 1.2566847791895259 3.861710248515009 2.1421218486502758 1.3736588256433595 6.4644349734298876 1.8176907449960698 1.1755118863657115 2.6859784182161102 0.93300387961789866 0.68651853129267681 2.0202348921447983 6.5610991776920873 6.7924862559884769 2.7515338882803917 0.67690184153616462 9.1751208640634889 5.0940059409476959 1.4485845062881706 4.1199271674268028 1.6654611984267713 1.05610213894397 9.7655598442070168 0.66896402090787876
leaf_count=4 20 543 400 214 142 304 145 22 64 55 29 586 28 17 36 20 5 23 220 311 40 12 130 107 27 130 81 10 161 24
internal_value=0 -0.000612481 -0.000470646 -0.000291213 -0.000159442 -2.91739e-05 0.000146366 -0.00189599 0.000288641 0.000955045 0.000407732 -0.00234077 0.000491842 0.000588436 0.000738991 8.80507e-05 -0.00109135 0.000869121 -0.00148048 0.00131497 0.00179125 0.00125654 0.0019923 0.000664078 -0.000337252 0.00173104 -0.000301085 -0.00100726 0.000433432 0.002725
internal_weight=0 91.3872 84.4561 75.0129 70.8061 67.3952 61.0457 9.4432 57.3302 12.9468 54.786 6.93104 53.4124 51.5947 47.733 21.1419 8.42313 12.7188 7.73661 11.6861 9.54402 26.591 11.8611 14.7299 7.59869 7.13125 2.34236 6.15011 10.6986 4.78889
internal_count=3910 3484 2894 2329 1929 1787 1483 565 1269 426 1124 590 1095 1067 1003 446 242 204 237 406 351 557 166 391 144 247 93 117 181 154
is_linear=0
shrinkage=0.00271537


Tree=178
num_leaves=31
num_cat=0
split_feature=123 484 1213 1 133 150 151 52 474 42 1365 133 475 51 132 1 2 160 475 47 47 49 52 4 4 1374 4 12 48 2
split_gain=3.58786 2.90946 3.25851 2.88715 2.19395 2.04987 2.02475 1.94123 2.26844 2.27563 2.13079 2.18792 2.04322 2.0624 2.01134 2.02599 1.88891 1.9943 1.83425 1.82988 1.77938 1.74428 1.71925 1.66555 1.79505 1.56465 1.75006 1.5356 1.52924 1.99365
threshold=1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.12864500000000004 -0.0023199999999999996 0.097030000000000019 0.063570000000000015 0.18936500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.19121000000000002 -0.084049999999999986 0.12342500000000002 0.080815000000000012 1.0000000180025095e-35 0.086545000000000025 0.085545000000000024 -0.086004999999999984 0.10976000000000001 0.09550500000000002 0.27772500000000006 0.26536500000000002 0.22584000000000001 -0.0010999999999999996 0.084470000000000003 0.25367000000000006 0.08870500000000002 0.096835000000000018 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 18 7 -2 -1 -5 8 -4 14 11 12 -11 16 -10 -16 17 19 -3 20 23 25 -6 24 27 26 28 -14 29 -18
right_child=4 2 3 6 22 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028615961418158977 -0.0020652530865270628 0.0035634941502794759 -0.0038926699428044288 0.0022574441591696531 0.0024371705655759244 0.0016082909594681164 -0.0027896557174422569 -0.0022430309300821233 -0.0021075278662253702 -0.0029006790202125519 -0.003397492806200064 -0.0032895248211018101 0.0014351323304741827 -0.0035729494048134403 -0.0031962027461296693 0.003051716193827271 0.0047806894216682735 -0.0033404135371785104 -0.0031440723290699401 -0.0035344960147659981 0.0046864511749105499 -0.0027701261560465116 -0.0025532518710238098 0.0035292525414140873 -0.0022528226750747247 -0.0022230389933027006 0.003230074457810558 -0.0026035933657473035 0.0032888636933960862 0.00045880873647071466
leaf_weight=8.1043715877458435 1.549522966146468 0.42824424803256977 1.6879999432712782 6.1583306444808832 7.4737741928547603 1.1423195684328664 0.88744222838431586 5.5879044053144744 9.3577561411075276 1.8344109300523985 1.6644966397434462 1.691495760809629 4.8581649805419103 1.2003869707696129 0.73395256884396021 1.6340828323736785 1.1061840793118047 1.8811578834429372 5.6051475531421593 1.2135207154788066 0.91180913103744465 1.1188532626256336 0.7404192117974161 1.2410132279619581 3.1129906782880417 1.2355182832106937 4.1621361412107936 1.1329549537040291 2.5482899979688218 17.832937984261662
leaf_count=574 43 4 104 191 279 19 16 323 488 101 45 156 113 25 68 45 12 37 557 26 18 29 12 25 65 25 94 45 39 332
internal_value=0 -0.000649478 -0.000459582 -0.000281438 0.00134418 -0.00230939 0.00162174 -0.000479368 -0.000320823 -0.00022112 7.60932e-05 0.000198896 0.000328894 0.000464911 -0.00145669 0.00111523 0.000579347 -0.00034217 -0.00266798 0.000110113 0.000503009 0.00105161 0.00198734 0.000134284 -0.000328496 0.00121066 0.00137606 0.000671386 0.00101693 0.000711238
internal_weight=0 90.0739 80.8272 74.7938 9.76372 9.24669 7.04577 67.748 62.1601 60.4721 48.7463 47.0818 45.3903 43.5559 11.7258 2.36804 42.3555 14.3516 6.03339 12.4705 11.2569 28.0039 8.21419 10.3451 9.10411 26.8851 25.6495 5.99112 21.4874 18.9391
internal_count=3910 3576 2983 2422 334 593 207 2215 1892 1788 1187 1142 986 885 601 113 860 329 561 292 266 531 291 248 223 502 477 158 383 344
is_linear=0
shrinkage=0.00312388


Tree=179
num_leaves=31
num_cat=0
split_feature=1 47 52 12 50 0 4 48 156 128 151 3 1 42 150 4 3 13 12 38 457 151 1 43 2 4 4 150 1 4
split_gain=14.1538 5.13396 4.98668 4.13459 3.65186 3.15895 2.97223 2.6386 2.30749 2.51637 2.41787 2.24716 1.90768 1.89365 1.73835 1.73401 2.33071 1.78241 1.73278 1.67482 1.53457 1.88196 1.52521 1.48032 1.43786 1.5507 1.40572 2.0861 1.36564 1.24002
threshold=0.10031000000000002 0.087850000000000025 -0.24456499999999998 0.080120000000000011 0.11551000000000002 -0.060094999999999989 0.39574000000000004 -0.088799999999999976 0.11896500000000002 0.086435000000000012 -0.40391999999999995 -0.15121499999999996 0.085990000000000011 0.095185000000000006 1.0000000180025095e-35 -0.52333999999999992 0.097615000000000021 0.10924000000000002 -0.083349999999999994 0.10657000000000001 0.083995000000000014 -0.083919999999999981 0.14000500000000002 -0.084699999999999984 0.080080000000000012 -0.081189999999999984 0.0057500000000000008 0.087515000000000023 0.07585500000000002 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 7 6 20 -4 9 10 -9 -1 24 15 -14 -7 17 23 19 -3 29 -22 -20 -17 -13 28 27 -16 -26 -5
right_child=1 18 4 5 -6 13 -8 8 -10 -11 -12 12 14 -15 26 16 -18 -19 22 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00091027934058495548 -0.0011663518922103943 0.0018648312975275264 -0.00065823441105053102 -0.0014348097028684882 -0.0010370643799052629 -0.0014842746782224002 0.0019500113450124166 -0.00092515248542067441 -0.0011387448533738027 -0.0010376333995257777 0.001515557968390762 0.00072290731041518819 -0.0005136603816854662 -0.0018137673563776427 0.0012339987241431823 0.00056222568260369966 0.0021710839933916544 0.0015271933291497568 -0.0009447587763952226 -0.0006653303206257202 -0.0013020160496922486 0.00070548048161887898 0.00048187333462381456 -0.0013317246641829767 0.00063091145481978042 -0.001556838225747668 0.0015343891991938055 -0.0012130528445955765 -0.0015151619575327045 -0.0005683364421768609
leaf_weight=4.0285537131130686 3.9959754683077326 1.702638417482379 2.5148820951581028 44.60430754814297 2.746803391724824 1.7580333109945048 0.87624309957027335 1.2627747561782694 1.2176317553967226 1.3189339824020851 25.038642814382911 1.3652842398732925 11.02694774605334 1.8723832312971342 1.9685281366109837 2.053380195051429 1.7364104017615316 1.5818301197141407 12.585900878533719 1.4220369309186933 3.0381637075915933 2.5389645863324395 2.6947601884603491 3.0199120072647938 2.233153104782104 8.2328703049570304 2.7763695381581783 2.1684317737817764 1.4474565126001833 5.4944597501307717
leaf_count=37 98 30 28 2053 44 22 9 15 16 17 534 13 132 69 25 21 10 15 182 16 77 27 23 57 20 152 22 19 31 96
internal_value=0 0.000291965 0.000652552 -0.000778421 0.000865701 -0.00102465 -0.00119495 0.0010324 0.00117984 0.00128205 0.00139838 -0.000299388 -0.000455485 -0.000223512 -8.94822e-05 6.98572e-05 0.000395449 -6.78376e-05 -0.000454384 0.000713357 -0.00124445 -0.000388112 -0.000693171 -0.000565161 -0.000949974 -0.00114169 0.000587093 -4.86495e-05 -0.000213065 -0.00133978
internal_weight=0 56.501 38.0956 103.822 34.0997 68.5741 56.5521 31.3529 28.838 27.6204 26.3014 35.2476 31.219 12.0219 17.9403 10.1496 8.39153 6.65512 18.4053 3.12468 55.6759 5.57713 15.2807 5.07329 13.2788 11.9135 6.91333 4.13696 3.68061 50.0988
internal_count=3910 1003 752 2907 654 2456 2262 610 582 566 549 451 414 194 198 125 103 93 251 46 2253 104 205 78 216 203 66 44 51 2149
is_linear=0
shrinkage=0.00172099


Tree=180
num_leaves=31
num_cat=0
split_feature=1 47 52 50 12 48 3 156 128 3 51 474 15 0 48 16 16 160 16 1186 13 15 484 2 43 402 52 46 48 52
split_gain=9.2338 3.59314 3.04494 3.0729 2.9288 2.77549 2.44923 2.18918 2.15193 2.11537 1.59223 1.78289 1.45723 1.49911 1.42942 2.02268 3.16312 1.98417 1.52429 1.33874 1.60404 1.32875 1.28955 1.53201 1.43113 1.27844 1.24632 1.24622 1.20657 1.13316
threshold=0.10113500000000002 0.087850000000000025 -0.24456499999999998 0.11551000000000002 0.080120000000000011 -0.088799999999999976 0.097615000000000021 0.11896500000000002 0.084155000000000021 -0.11266 -0.097124999999999989 0.084655000000000022 1.0000000180025095e-35 0.039665000000000006 0.083775000000000002 -0.083144999999999983 -0.084184999999999996 0.084100000000000022 0.24895000000000003 0.085080000000000003 -0.09547499999999999 0.079360000000000014 -1.0000000180025095e-35 0.13984500000000002 -0.074254999999999988 -0.50199999999999989 -1.0000000180025095e-35 0.083550000000000013 0.12862000000000004 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 10 -4 9 8 27 12 -1 21 26 -14 15 16 19 18 -16 20 29 -12 -3 24 -24 -17 -6 28 -7 -11
right_child=1 22 3 -5 6 7 -8 -9 -10 14 11 -13 13 -15 17 25 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017091474496413817 -0.0012593672559375471 -0.0020229827182688519 -0.0011897739019329763 -0.0014138522003779095 -0.00065393657815161451 0.0019417509422408009 0.0005243031750323951 -0.0016191329271601563 -0.0012566834704968309 0.00051923904100896901 -0.00023971192668803312 0.0012952519349940259 -0.0022386583498116325 0.0010544011241357153 -0.001991444698567595 0.0010879800655913322 0.0032850670698159612 0.0010142633964248561 0.00096834146180715453 0.0005331297331910899 -0.0019209323186935661 -0.0022706082811018587 0.00041852486980030582 0.0017631258363891348 -0.0011224398988251799 -0.0021271466426933646 0.0012488989716408691 -0.0010172838192658486 0.00022837424310178341 -0.0022001295742600422
leaf_weight=3.3917069202289012 3.1060131043195751 2.2184685887768856 2.0668340399861433 2.2614330844953647 3.2291012974455953 18.312564074061822 3.7123358473181716 1.0493471696972836 1.1924327798187722 2.4848427819088079 23.355599740520127 3.2878549043089143 2.6335445651784544 0.81291579455137242 3.731555229984223 0.57091966178268094 0.72547127585857651 2.3448734190315008 0.98909325804561365 1.6790594402700652 9.6377416402101517 1.5432403488084663 4.3773503648117167 1.4706462342292059 7.1019561979919672 20.884656731970615 2.9686560248956066 0.74781934171914954 2.0539752319455138 0.95247906167060126
leaf_count=94 94 56 27 43 67 505 25 15 18 39 289 39 97 11 189 27 28 39 33 34 499 37 73 26 94 1294 41 8 28 41
internal_value=0 0.000314776 0.000730786 0.000954069 -0.000855408 0.0011647 -0.00114084 0.00137305 0.00151381 -0.00125607 -0.000336972 -0.000171858 -0.000356954 -0.00146193 -0.00145314 -0.00162024 -0.00103623 -0.000579587 -0.0013713 -0.00124871 -0.00147753 -0.000365588 -0.000529685 -0.000273866 -0.000534831 -0.00204159 0.0002575 0.00167027 0.00176896 -0.000234296
internal_weight=0 45.9588 30.7904 27.6844 88.9356 25.423 57.3572 23.3561 22.3068 53.6449 31.5784 28.1867 9.64422 3.44646 44.0007 36.9352 15.4796 7.06552 4.72065 14.7541 13.0751 24.8988 15.1684 12.95 11.4793 21.4556 6.19776 21.1144 20.3665 3.43732
internal_count=3910 987 738 644 2923 601 2464 574 559 2439 459 365 216 108 2223 1962 641 261 222 613 579 326 249 193 167 1321 108 541 533 80
is_linear=0
shrinkage=0.00211977


Tree=181
num_leaves=31
num_cat=0
split_feature=4 12 12 150 9 39 151 2 3 132 3 13 376 151 50 1 1 457 0 16 16 43 4 457 16 43 43 12 12 13
split_gain=7.26185 4.29719 3.70381 3.03246 2.27186 1.90867 1.71948 2.68263 1.70886 1.63673 1.7173 1.93018 1.58387 1.54601 2.25384 1.85613 1.49582 1.35719 1.32456 1.51555 1.29826 1.49226 1.13633 1.09294 0.83337 0.760463 1.56965 1.00825 2.4238 1.22356
threshold=0.28937500000000005 0.051320000000000005 -1.0000000180025095e-35 0.081245000000000026 -0.016839999999999997 0.14706500000000003 -0.086909999999999987 0.092340000000000019 0.097615000000000021 0.080815000000000012 0.16699000000000003 -0.42334499999999992 0.048695000000000009 -0.0095999999999999992 0.11901000000000002 0.11215000000000001 0.087545000000000026 0.081330000000000013 -0.14534499999999997 -0.0072149999999999992 0.0015250000000000001 -0.00084499999999999994 -0.00072999999999999985 0.093295000000000003 -0.52908499999999992 -0.074254999999999988 -0.075819999999999985 0.089995000000000006 0.089745000000000005 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 13 -1 8 7 -6 17 10 12 -12 18 -4 15 -15 -11 25 19 23 21 -19 -14 -8 -17 26 -3 28 29 -27
right_child=2 5 3 -5 6 -7 9 -9 -10 16 11 -13 22 14 -16 24 -18 20 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0021940501861962142 0.002657145067592018 -0.001866017747709338 -0.0027063099771609629 0.0023598351643701991 -0.0010715506778128994 0.002663733479696481 -0.0019787914448837238 0.0028525885204885699 -0.00027021371492007875 -0.00082579129637573643 -0.00098087716904761467 0.0027000851857362962 0.001332312026914004 -0.0011963760052130391 -0.0030549685868705434 -0.00068661006037968111 0.0027844712615675642 -0.0024536020699945284 -0.0021154246139614796 0.00066143814073265359 0.0012513947131033596 0.00052238041177555302 -0.0012428146021867322 -0.00025406144367068697 0.0026694023001977256 -0.00090855703423772425 0.0010369816599766456 -0.0026366299107274693 0.0028961890932807407 -0.0024314358308585833
leaf_weight=1.5264882370829571 3.6248865770176044 32.436926886439323 2.4687569402158243 2.2293095448985687 2.8982411716133347 0.61687068082392116 8.2043929137289506 1.8903380734845994 4.2183275241404763 1.8436254709959023 2.7125261714681983 1.4281285014003504 2.1257931059226394 2.3312707208096981 1.533384747803211 0.62874052673578074 1.2748870141804216 3.2945137741044159 17.927290072664626 2.6950039882212797 1.5224068872630594 1.6662319619208568 2.391366731375455 3.4183031246066085 2.1396478088572644 4.7831645626574799 1.2711593639105547 22.677501786500216 0.68700279109179874 12.572048483416438
leaf_count=57 201 1063 27 72 30 19 90 45 34 20 35 43 38 26 13 6 31 81 257 29 17 22 31 19 81 102 29 814 13 565
internal_value=0 -0.00147893 0.000402367 -0.00031895 -0.000884559 -0.00182784 -0.00098084 0.000477541 -0.00186039 -0.00113948 -0.00127592 0.000288702 -0.00145215 -0.000975066 -0.000330714 0.000488426 0.000650129 -0.0019433 -0.00165125 -0.00107005 -0.00081872 -0.00145402 -3.09499e-05 -0.00147154 0.0019072 -0.00204125 -0.00175654 -0.00227694 -0.00182484 -0.00201172
internal_weight=0 136.083 14.956 11.3311 50.3364 85.7462 48.8099 4.78858 85.1293 44.0213 40.9028 4.14065 36.7621 9.1018 6.63304 5.09966 3.11851 80.911 32.245 14.3177 6.48315 4.96075 4.51716 11.6227 2.76839 74.4278 33.7081 40.7197 18.0422 17.3552
internal_count=3910 3484 426 225 725 2759 668 75 2740 593 542 78 464 153 126 113 51 2706 395 138 120 103 69 109 87 2586 1092 1494 680 667
is_linear=0
shrinkage=0.0025627


Tree=182
num_leaves=31
num_cat=0
split_feature=123 1213 484 1 133 150 403 52 52 151 475 42 1365 52 158 133 457 4 0 0 48 15 52 16 4 129 2 47 2 484
split_gain=3.67295 2.75422 3.15348 2.79956 2.06417 1.88893 1.85766 2.21089 2.23676 1.79021 1.739 1.7006 1.68231 1.61651 1.5673 1.47238 1.43348 1.36534 2.6889 1.93778 1.87176 1.79724 1.64143 1.5809 1.544 1.47877 1.46674 1.2171 1.20228 1.07711
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 0.12864500000000004 -0.0023199999999999996 0.10117000000000001 -0.084084999999999979 -0.42035499999999998 0.18936500000000003 0.063570000000000015 -0.086004999999999984 -0.11145999999999999 1.0000000180025095e-35 0.26536500000000002 0.11034000000000001 -0.26719999999999994 -0.098834999999999992 -0.49837999999999999 -0.077944999999999987 -0.10071499999999999 0.086285000000000014 0.091600000000000015 0.14114500000000005 0.28937500000000005 -0.17479499999999998 0.086720000000000005 0.086650000000000019 0.085165000000000018 0.11085000000000002 0.094100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 6 -2 16 29 -8 11 -5 -1 -9 14 -6 15 -13 -3 23 19 20 28 24 25 -17 -20 -21 -22 -10 -19 -4
right_child=4 2 3 9 13 -7 7 8 27 -11 -12 12 -14 -15 -16 17 -18 18 21 22 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003468837984869274 -0.001926538006496145 0.0024111975185290681 -0.0029981375845403633 0.0020193805436702172 0.0022822798979428432 0.0014662373317857809 -0.0025365805046686299 -0.0026893138533104354 -0.0028661618650215217 -0.0026041035090478204 -0.0030835939039442423 -0.0023419752020965136 -0.0030885939736817448 -0.0024142642943831938 -0.0032392411013964736 -0.0035478149850293153 -0.0030908746684988738 0.0016601039551857872 0.00075656099964924173 -0.0016639367521213771 -0.0034433884612978627 -0.00099357656055786307 0.0037415740229513657 0.001001352891574419 0.0033146035608057592 0.0019904650983453716 -2.7090295155511397e-05 0.00077780478702526104 -0.00071313216904427576 0.003066758803661552
leaf_weight=0.40672670304775227 1.6250858474522818 0.47246166132390399 3.834716804791241 6.2965656104497603 7.5407342803664488 1.1222840230911959 4.4201898770406833 2.2968872548080972 4.4264614610001436 0.90021880622953165 6.0056965779513112 2.0751528856344512 1.6025562528520811 0.75857197679579247 1.2874628091230977 1.7808953467756361 7.7568808272480956 11.260984449647355 3.694305418059229 9.9587848852388507 1.4125491380691508 1.8831906053237606 0.64736951887607652 1.204242944717407 5.5573359690606869 1.1630101301707334 7.2390309860929847 1.0705098356120286 2.4431287664920083 0.29670564411208022
leaf_count=4 43 6 393 191 279 15 294 76 267 16 584 125 38 12 47 41 545 137 37 385 16 46 4 6 104 21 90 35 46 7
internal_value=0 -0.000729045 -0.000584646 -0.000379787 0.00123412 -0.002266 -0.000568185 -0.000442243 -0.000290492 0.00144105 -0.00266799 -0.000105696 5.82994e-06 0.00185301 0.000101921 0.000187406 -0.00277499 0.000296202 0.000428696 1.71113e-06 0.000531948 0.00173727 -0.00100548 -0.00171262 0.00229314 -0.00128179 -0.000584872 -0.00215652 0.00123701 -0.00256258
internal_weight=0 92.5163 86.1039 76.7523 9.92439 9.35163 69.5555 65.424 61.0039 7.19678 6.41242 55.5069 53.21 8.29931 51.6074 50.32 8.22934 48.2448 45.2597 34.1249 22.3557 11.1348 11.7692 2.98514 9.25164 11.1218 8.65158 5.49697 13.7041 4.13142
internal_count=3910 3576 2988 2422 334 566 2215 1815 1521 207 588 1219 1143 291 1105 1058 551 933 886 699 289 187 410 47 141 406 106 302 183 400
is_linear=0
shrinkage=0.00306672


Tree=183
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 15 13 49 48 46 14 3 376 0 16 49 1 48 52 43 0 13 1186 130 394 148 3 1 16 43
split_gain=11.6396 4.23732 3.50138 3.26337 3.04962 2.90226 2.82823 2.56511 2.23836 1.84609 1.70472 1.93658 2.06963 2.68227 2.77355 1.8062 1.96354 1.70614 1.54309 1.50317 2.47665 1.72953 1.51458 2.78234 1.54998 1.34039 1.33787 1.33453 1.55331 1.34224
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.24456499999999998 0.11843500000000001 0.085950000000000013 -0.09547499999999999 -0.081629999999999994 0.12862000000000004 0.092020000000000005 0.077685000000000018 -0.14818499999999998 0.048695000000000009 -0.10071499999999999 -0.008734999999999998 -0.085974999999999982 0.085110000000000005 0.084905000000000022 0.016565000000000003 -0.17307499999999998 -0.077944999999999987 0.16421000000000002 0.085080000000000003 -0.081624999999999989 -0.47621999999999992 -0.080629999999999993 -0.12008499999999998 0.13702500000000004 0.032820000000000009 -0.024279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 5 8 -4 -8 9 25 11 -1 13 14 15 -13 -17 -18 -7 20 -9 -22 24 -24 -21 -5 -26 29 -29 -3
right_child=1 27 6 4 -6 18 7 19 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 22 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0013648703446914217 -0.0013974609075378122 -0.00014533307169755142 -0.00037760641404403517 -0.0005180054251399342 -0.001584774215233922 0.00060075152986973116 -0.00016680786858774756 -0.0024397761202769788 -0.0011165338028885014 -0.0017386670784359131 -0.0025723390116876282 -0.0027341803118338028 0.00098073347855269304 -0.0018243163537359235 0.0023420900726794946 -0.0018637419163274281 0.0018035158889305968 -0.00043355502219960762 -0.0021750093935025416 0.0022006724281749719 0.0023031459194019829 -0.001353967328149241 0.0029111930702989701 -0.0025060663988621013 -0.000704744734589339 0.0020616331360943669 -0.0022467485092287427 0.0021799451010289222 -0.00094363679772194783 -0.0016580569855087705
leaf_weight=3.3734280671924379 3.3679171521216622 5.7776569817215213 12.462727135978637 1.1784791089594531 2.2625442724674931 2.9962154366075984 5.9342872481793156 2.3252868410199881 1.5740375444293011 0.79148231819271941 1.9685354139655817 1.8614240400493134 4.3057937473058692 8.7633695248514396 2.0629141218960347 2.996235439553856 2.9146903380751592 5.3210843093693256 1.7538040224462745 0.46584354713559051 1.7415606696158641 1.2110033063217995 0.96902614273130927 1.139571196399628 3.4057142436504284 19.909354768693447 35.550492355600007 1.7791349422186606 1.7389240674674509 7.3767057973891506
leaf_count=34 94 114 225 22 34 42 81 97 13 7 36 21 56 170 18 61 26 37 20 11 22 31 9 43 59 506 1886 27 15 93
internal_value=0 0.000319997 -0.00106706 0.000797871 0.00104056 0.00125117 -0.00138455 -0.00162249 0.00159046 0.00178521 -0.000450323 -0.000318127 -0.000519274 -0.00078929 -0.00019084 -0.000589912 -0.000234553 0.000358158 -0.000424116 -0.00180703 -0.00062559 0.00080317 -0.00195718 -1.65128e-05 -0.00206098 0.00191747 -0.00211194 -0.000649766 0.000636005 -0.000993639
internal_weight=0 50.5063 98.773 33.8338 30.4659 28.2034 65.2055 52.7428 23.4534 21.8793 33.5675 31.5989 28.2255 23.9197 15.1563 13.0934 11.232 8.23577 4.75002 46.8085 5.27785 2.95256 41.5306 2.1086 39.4221 21.0878 38.9562 16.6724 3.51806 13.1544
internal_count=3910 987 2923 738 644 610 2464 2239 548 535 459 423 389 333 163 145 124 63 62 2158 150 53 2008 52 1956 528 1945 249 42 207
is_linear=0
shrinkage=0.00235026


Tree=184
num_leaves=31
num_cat=0
split_feature=4 403 1456 11 480 1213 376 48 156 1374 1 3 484 376 0 50 13 2 15 52 42 133 15 151 453 151 51 156 32 3
split_gain=3.64657 2.68304 2.59206 2.77999 2.66232 2.71103 2.09525 2.00137 1.76181 1.72622 1.84705 1.84532 1.60512 1.56905 1.4629 1.45174 1.31307 1.86591 1.578 2.10385 2.09898 1.52396 1.24358 1.2432 1.1524 1.14796 1.05561 1.22042 1.38052 1.05492
threshold=0.28937500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082245000000000013 0.08456000000000001 -1.0000000180025095e-35 0.048375000000000008 0.13342000000000001 0.10691500000000002 0.09309000000000002 0.10420500000000001 -0.11266 0.073820000000000011 0.11605500000000001 -0.23029999999999998 0.14390500000000003 -0.45122499999999993 0.10393500000000001 0.083935000000000023 0.091715000000000005 0.08401500000000002 -0.090054999999999982 -0.11739999999999999 -0.035524999999999994 1.0000000180025095e-35 -0.086424999999999988 0.11024000000000002 0.11896500000000002 0.084650000000000017 -0.083604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 23 4 5 -4 8 15 9 10 11 -7 25 -8 -13 24 -16 18 29 20 21 -20 -12 -3 26 -1 27 28 -2 -18
right_child=7 2 3 -5 -6 6 13 -9 -10 -11 22 14 -14 -15 16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002706614893811749 0.0034237222470303121 0.0004647481046237906 -0.0035618621078320951 -0.0034720125623629236 -0.0036199174182139763 0.00129353713134294 0.0031712779015560986 -0.0032295568357341808 -0.0034403751538707172 -0.0038606371668135431 -0.0012269229235018701 0.0012100145992345148 0.00047681569980537566 -0.0013465207925348534 0.0018705993281617364 -0.0037872035402759783 -0.0030712020583438253 -0.0035431605565810565 -0.0036059716687016695 -0.0025885309053132874 0.0040627673099918223 0.0013145653687540878 0.0016291823368703049 -0.0036552196791740988 -0.0018056386326071533 -0.0035056198956554471 -0.0011866550469037682 -0.0027824131431145056 -0.0017428373924246029 -0.00095008585288098224
leaf_weight=0.37671480048447836 7.4487888989969999 1.0917572802864013 2.6982425274327388 3.4835774353705338 2.782871068455278 6.9433149835094659 3.9594824872910968 1.1196318771690119 1.950447471346705 1.4223134387284506 2.2107130149379364 4.3785214591771213 1.730618401430547 1.211573416367173 1.8854125794023229 0.56327155604958612 3.5719135906547264 3.3875351832248262 1.0799223463982346 2.0226586465723813 2.3567362343892455 2.5606851074844581 10.96262254565954 4.641368943732231 0.90620463527739126 7.6206815950572473 0.94737760163843709 0.46726961992681104 0.68119068071246136 13.614349602256018
leaf_count=10 346 39 235 148 198 109 115 21 94 35 27 38 61 17 16 9 251 136 56 106 41 44 213 288 12 837 16 8 14 370
internal_value=0 -0.000836055 -0.000622068 -0.000444213 -0.000291348 -0.000151458 -6.58509e-06 0.00119548 -0.000194414 -8.2154e-05 1.56041e-05 -0.000341855 -0.00255658 0.00211276 -0.000667609 0.0016453 -0.000937341 -0.00112249 -0.000797171 0.000475209 0.00150848 -0.000145026 0.00114988 -0.00287066 0.0019381 -0.00321299 0.00229355 0.00267705 0.00299083 -0.00139093
internal_weight=0 87.944 78.216 72.4829 68.9993 66.2164 63.5182 12.1337 58.3471 56.3967 54.9744 41.801 9.72801 5.17106 34.8577 11.0141 30.4792 28.5938 25.2063 8.02 5.99734 3.64061 13.1733 5.73313 10.4508 7.9974 9.54463 8.59725 8.12998 17.1863
internal_count=3910 3484 2576 2249 2101 1903 1668 426 1536 1442 1407 1167 908 132 1058 405 1020 1004 868 247 141 100 240 327 396 847 384 368 360 621
is_linear=0
shrinkage=0.00347387


Tree=185
num_leaves=31
num_cat=0
split_feature=4 12 48 3 49 50 9 151 132 52 3 15 147 376 13 453 2 133 159 48 151 1 1375 32 15 484 403 475 1213 52
split_gain=10.6579 7.842 3.65934 2.84221 2.52189 2.50192 2.41084 2.44759 2.16101 2.1229 1.95293 1.98644 2.38459 1.97597 1.82669 1.77718 1.69087 1.51649 1.78776 1.62518 1.79684 1.64541 2.10339 1.48451 1.2947 1.25793 1.77415 2.3882 1.49236 1.80068
threshold=0.28937500000000005 0.051320000000000005 0.12933000000000003 0.097615000000000021 -0.062504999999999991 0.11901000000000002 -0.016839999999999997 -0.086769999999999986 0.080815000000000012 -0.048794999999999991 0.16699000000000003 0.085950000000000013 0.086565000000000017 0.048695000000000009 -0.42334499999999992 1.0000000180025095e-35 0.092340000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095825000000000007 0.056555000000000001 0.10373000000000002 -0.012944999999999998 0.084650000000000017 0.05377500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086424999999999988 -1.0000000180025095e-35 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 9 15 -1 16 10 -3 11 12 13 17 -12 23 -8 -9 -19 20 21 22 -20 -2 -11 -6 27 -27 -28 -30
right_child=2 3 -4 -5 25 -7 7 8 -10 24 14 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.002420610478162933 0.0022610814886488743 0.00077940796242201911 -0.0021357097871283182 0.00052123145492347491 -0.0025725810291264859 -0.0013443406159298213 -1.2812109665545562e-05 -0.0028474188789439025 0.001430475237412002 -0.0022699975347414219 -0.00040984263763550776 -0.0026388254302944507 0.0020209037791680475 0.00074608266397429039 0.0027015431672807381 -0.0012739756281092425 0.0027513445446442036 -0.0027333411041336451 0.0015389529429668336 0.000902700426453446 -0.0030066395657968562 0.0019445640998293856 -0.0013384427369374416 -0.0009493066630474748 -8.4907602311185362e-05 0.0024371735119574681 -0.0025825167405345733 -0.0025628840378240907 -0.0025504132722919512 -0.00087078293449429798
leaf_weight=2.2332656634971491 13.325620543211702 5.0608857646584511 1.9282624721527089 4.6258763484656802 8.8213214837014657 1.7413823753595341 2.8286235798150292 2.6577622136101224 3.5583347231149665 3.9977351091802102 2.8225632645189762 3.3334879316389552 2.0040134117007247 4.4117751587182275 2.0129015240818253 1.0805753432214249 2.6870711073279381 2.7564291413873567 1.8726764172315729 3.6976778581738463 2.2379121221601954 1.423975521698593 10.189718322828389 0.96160560101270753 2.9231018181890249 0.6235886961221685 4.8155186520889393 12.896276665851472 4.5966585157439033 29.362545198760934
leaf_count=57 360 71 24 36 501 18 33 58 51 103 34 51 18 58 43 10 47 50 11 33 18 21 142 14 26 6 227 775 242 772
internal_value=0 -0.000877544 0.00112313 -0.00137566 -0.0014957 0.00149042 -0.000114359 -0.000231098 -0.000431927 -0.000448896 -0.000600037 -0.000807714 -0.000612398 -0.000792827 0.000885361 0.00181163 0.0013338 -0.00106619 -0.000852737 -0.000585836 -0.000935876 -0.000592256 -0.00089173 0.00204501 -0.0013471 -0.00170092 -0.00155389 -0.00233226 -0.00128248 -0.00109813
internal_weight=0 128.452 19.0374 77.7235 73.0976 17.1092 50.7282 48.4949 42.9792 11.9817 39.4209 34.5854 31.2519 29.2479 4.83546 15.3678 5.51569 24.8362 22.1784 19.422 15.7243 13.4864 12.0624 14.2872 6.92084 61.1159 52.2946 13.5199 38.7747 33.9592
internal_count=3910 3484 426 2759 2723 402 725 668 588 200 537 460 409 391 77 384 80 333 275 225 192 174 153 374 129 2523 2022 781 1241 1014
is_linear=0
shrinkage=0.00249537


Tree=186
num_leaves=31
num_cat=0
split_feature=1 47 12 155 15 0 50 4 42 48 13 43 4 3 52 3 1 150 12 147 16 1 43 457 49 4 4 4 150 15
split_gain=14.6766 5.26211 4.14224 4.0892 3.66367 3.47857 3.08009 2.89088 2.09562 2.08542 1.85859 1.83487 2.56463 2.36089 1.82159 1.8012 1.94549 1.85652 1.77546 1.61549 1.58718 2.74815 1.73064 1.52792 1.46421 1.44641 1.92348 1.4067 1.81331 1.40293
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 0.11140500000000002 0.035895000000000003 -0.060094999999999989 0.11843500000000001 0.39574000000000004 0.095185000000000006 0.12862000000000004 -0.079119999999999982 -0.18906999999999999 -0.51381999999999983 0.097615000000000021 0.12539500000000003 -0.15121499999999996 0.085990000000000011 1.0000000180025095e-35 0.092365000000000017 0.089245000000000005 -0.064504999999999993 0.13501500000000002 -0.024279999999999996 0.083995000000000014 -0.075429999999999983 0.15045000000000003 0.18622000000000002 0.0057500000000000008 0.087515000000000023 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 15 4 6 7 9 23 11 14 -6 -7 -13 18 -2 -1 -17 -18 -14 -12 21 22 -3 25 -25 -4 -27 28 -19 -22
right_child=1 20 5 -5 10 8 -8 -9 -10 -11 19 12 13 -15 -16 16 17 27 -20 -21 29 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00098046360010110487 0.0018916812432652379 0.00087759639155703475 -0.0017301706635821578 -0.0020415181776361887 0.0015270363049447978 0.0022999468658986477 -0.0013455601696491378 0.0023192093777312591 -0.0021919664012407824 -0.00083939111135926078 -0.0015147099018043846 -0.0024544992522036787 0.00093235037416988125 0.0026443278685552851 0.00019478607124473238 -0.0011478281675839242 -0.00062123151105089602 0.0014157053851378419 -0.0014705052028593138 0.00095154990883289489 -0.0021183486314646244 0.0024869560969303598 -0.0011753906302723782 0.00031559455842068154 -0.0017568073955060125 0.00090620220301766545 -0.0015920854847156069 0.0018379029351593586 -0.0012909544090600889 -0.00032837270101778479
leaf_weight=3.8416174761950961 21.049177963286649 2.6393772009760132 46.784048463217914 2.0381030477583399 1.8676448911428449 1.4858783744275559 1.7255090661346901 0.8707936555147161 1.9394085947424162 1.5188313461840142 4.2851550728082648 1.7404113300144644 2.6238079704344281 1.5320178717374799 3.1406393032521001 12.880103645846249 11.337677050381901 2.0016777813434592 2.690715130418539 1.5669299662113187 4.0343600064516076 1.5914668180048455 5.4091700334101942 3.6771801076829433 2.4567409045994273 2.1924738734960547 3.3895098827779293 2.9280049651861191 2.295464389026165 3.5613652840256673
leaf_count=38 488 35 2057 74 22 10 25 10 69 12 60 26 25 9 41 216 137 25 57 16 82 24 62 33 72 27 69 23 20 46
internal_value=0 0.000380789 -0.00094559 0.000820736 0.00098668 -0.00123355 0.00134261 -0.00143993 -0.000213512 0.00152304 -0.000278221 0.000167417 -0.000201595 0.000371101 0.00167137 -0.000363022 -0.000527166 -9.65094e-05 -0.000284203 -0.000854354 -0.000568546 -8.67963e-06 -0.00050215 -0.00149589 -0.000514438 -0.00161085 -0.000610816 0.000726883 -3.01488e-05 -0.00127909
internal_weight=0 54.4277 106.668 37.192 35.1539 71.383 27.4342 59.3707 12.0122 25.7086 7.71973 10.0728 8.58695 6.84654 24.1898 35.2845 31.4429 18.5628 5.31452 5.85209 17.2357 9.64001 8.04855 58.5 6.13392 52.366 5.58198 7.22515 4.29714 7.59573
internal_count=3910 987 2923 738 664 2464 566 2268 196 541 98 127 117 91 529 459 421 205 82 76 249 121 97 2258 105 2153 96 68 45 128
is_linear=0
shrinkage=0.00207845


Tree=187
num_leaves=31
num_cat=0
split_feature=1 50 52 0 1212 158 3 3 49 123 47 15 44 48 50 48 50 16 16 0 15 15 13 3 160 156 51 484 0 2
split_gain=3.57071 1.98502 1.91983 1.9255 1.9141 1.80558 1.73497 1.7882 1.76366 1.57748 1.53344 1.97026 1.79786 1.86614 2.24411 1.45634 1.78626 1.92176 3.32907 1.66258 1.47483 1.41935 1.39438 1.61306 1.38712 1.65283 1.38507 1.49344 1.3756 1.25332
threshold=0.10113500000000002 0.088425000000000017 -0.42985499999999993 -0.017269999999999997 -0.50114499999999984 0.084965000000000027 -0.11266 -0.060719999999999989 -0.088329999999999978 0.11662000000000002 0.096475000000000019 0.035895000000000003 0.086480000000000015 0.12862000000000004 0.11581000000000001 0.086870000000000017 0.088160000000000002 -0.083144999999999983 -0.084184999999999996 -0.11287999999999999 -0.10981499999999998 0.079360000000000014 -0.057284999999999996 -0.075954999999999981 -0.08044999999999998 0.090040000000000023 -0.097124999999999989 0.084225000000000008 -0.10303999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 10 -3 6 21 15 -9 -6 11 12 13 14 24 16 17 18 19 -8 -17 -1 23 -12 25 29 -10 -28 -13 -4
right_child=2 4 3 -5 9 -7 7 8 26 -11 22 28 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00098506820592123424 -0.0027301477050167325 0.0041591634650703334 -0.0016300783991885677 0.0021128325588584546 -0.0027511303207762277 -0.0022171072291662227 0.0018386083295557432 -0.0024291037715620609 -0.0021389941352347353 0.0033414621130483917 -0.0017043471445210439 0.00059993977540186453 -0.0025396278926796485 -0.0015478905433433676 -0.0018139979149842979 -0.002714536794364438 0.0053267881904681576 -0.002519799484721356 0.0054576128489952636 -0.0017369106797372035 0.0011832168367740838 -0.0018345008488185744 -0.0015618060409234738 0.0017316249026142652 0.0025856474612997614 -0.0033304528285761719 -2.5322025118196063e-05 0.0022274141659641162 -0.0023870066829809336 0.0030241576260016329
leaf_weight=7.9300501202233118 1.4772243155166496 0.32773608714342106 0.59952007699757759 4.0564826675690702 6.3991323653608552 4.8290311456657937 1.0878852922469375 2.2880882052704719 1.8773281816393197 0.31929656863212574 1.5481181703507898 2.101485732011497 0.9228597432374962 1.4492814205586917 1.194889623671769 0.91923053050413761 0.26251258328556915 9.4959201128222066 0.57506807381287384 6.4394626170396805 2.8441736977547398 1.5230277739465234 5.7465069731697422 2.6540395594201982 8.2444001603871602 0.65524952672421921 15.857048860751094 2.4285113732330492 2.3231233898550263 1.3383928807452319
leaf_count=126 115 9 22 162 545 281 16 36 87 2 38 25 12 14 29 90 2 881 20 412 83 68 96 52 323 5 237 28 46 48
internal_value=0 -0.000812419 0.000253149 0.000387368 -0.00215363 -0.000650479 -0.000509146 -0.000732189 -0.000203369 -0.00246158 0.000144149 0.000593013 0.00107261 0.00131988 0.00166529 -0.00128123 -0.0015999 -0.00170322 -0.000746207 -0.00122016 0.000231171 0.000530795 -0.000705387 0.000465777 0.0020489 0.000342427 4.92079e-05 0.000273865 -0.000968345 0.00158431
internal_weight=0 65.4035 34.3116 32.8343 7.04617 58.3573 53.5283 44.0752 22.451 6.71843 28.7779 18.8292 14.4046 13.4817 12.0325 21.6243 17.8608 17.5983 8.10242 7.52735 3.7634 9.45308 9.94866 4.20216 10.8376 2.59316 20.1629 18.2856 4.42461 1.93791
internal_count=3910 2923 987 872 556 2367 2086 1892 388 547 710 524 453 441 427 1504 1331 1329 448 428 173 194 186 90 398 75 352 265 71 70
is_linear=0
shrinkage=0.00267512


Tree=188
num_leaves=31
num_cat=0
split_feature=1 52 47 15 0 4 42 52 3 52 2 4 48 51 4 3 2 3 43 160 50 1186 43 47 3 133 160 403 160 160
split_gain=10.9671 4.61682 4.08688 5.27962 3.55029 3.53191 3.1759 2.97258 2.79995 2.69204 2.57501 2.08808 1.92245 1.92136 1.90115 1.80716 1.60715 2.7097 1.59656 2.07803 1.58948 1.48449 3.88488 1.48358 1.46674 1.29178 1.79492 2.28998 2.36303 1.8065
threshold=0.094485000000000013 -0.42985499999999993 0.093315000000000023 0.035895000000000003 -0.060094999999999989 -0.49837999999999999 0.092635000000000009 0.12539500000000003 0.084925000000000014 0.10433000000000002 0.14808000000000002 0.39574000000000004 0.12862000000000004 0.08955500000000001 0.22584000000000001 0.16699000000000003 0.10869000000000002 -0.115685 -0.044024999999999988 -1.0000000180025095e-35 0.11901000000000002 0.085080000000000003 0.0016850000000000001 0.13206500000000002 -0.077894999999999978 -0.0056849999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099550000000000013 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 8 9 16 12 11 -6 14 21 20 -10 -5 18 -7 -18 19 -4 -3 25 -23 -21 -9 -1 -27 -28 29 -29
right_child=1 2 15 10 5 6 -8 24 13 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 23 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0019424394225126863 -0.0021304561321116274 0.0017323558666608211 -0.0019463509866481843 -0.0015817750492379819 -0.0022744969876849382 0.00153080959467824 -0.0018769303896425016 -0.0022015618507009579 0.00031313189441464437 0.0005293141142555265 0.0023888606186935474 0.0023405791675671283 -0.00079867932274637287 -0.0016837147586847422 0.00091262431790408317 0.0013616722200838368 0.0019699153232760865 -0.0022957860650127835 -0.0013898237153920369 0.0016834108836254055 -0.00081572592295490185 -0.0021546784917687726 0.002645988429092264 -0.00083330620582098549 0.00042510902622148398 -0.0018833267065431856 -0.0021101327155518034 -0.00060303621361301231 -0.0021431115786915123 0.0011390637806319066
leaf_weight=15.515851880423723 3.2563976142555466 22.053479877300571 1.6322894999757407 6.0609889542683941 4.3171525765210417 7.2775637283921224 1.8985855253413308 1.336863932199776 8.2526966966688615 2.1981827653944492 1.0546679589897392 0.65488642454147239 1.4980877637863148 2.7267343252897254 1.6543881837278602 1.9542352501302946 1.1548374183475973 1.4028150942176578 7.5562896914780131 2.7866279613226643 1.0928834825754155 1.5416454747319215 1.340381685644388 1.550690298900008 2.7941630203276864 12.251503610983489 5.4230641890317228 13.324030264280742 3.4778082063421598 3.1257729660719624
leaf_count=776 143 546 38 144 80 68 75 31 72 19 16 7 12 31 15 27 10 44 102 45 12 57 11 16 40 606 366 301 158 42
internal_value=0 0.000253129 0.000399509 0.000767157 -0.000918184 -0.000110931 0.000565155 0.00119411 -0.001136 -0.00132853 -0.000633729 -0.00132073 0.0014655 -0.000182784 -0.00104691 -0.000492183 0.00103657 -0.000369726 -0.000760029 3.71602e-05 0.00161205 -0.00136354 7.80298e-05 0.000783627 -0.000424922 -0.00144176 -0.00123516 -0.000921914 -0.000598554 -0.000272004
internal_weight=0 56.2821 53.0257 37.5455 85.8835 18.2491 11.7338 28.7755 67.6344 6.51534 8.77005 56.6549 24.6445 10.9794 7.71538 15.4801 9.83522 2.55765 13.5259 5.96961 23.1464 56.0001 2.88203 4.33732 4.13103 53.118 37.6022 25.3507 19.9276 16.4498
internal_count=3910 1187 1044 816 2723 296 197 641 2427 99 175 2324 570 103 159 228 122 54 201 99 558 2317 68 61 71 2249 1473 867 501 343
is_linear=0
shrinkage=0.00206239


Tree=189
num_leaves=31
num_cat=0
split_feature=4 403 1456 11 480 1213 376 12 453 14 132 1374 156 47 484 129 1365 48 15 52 1374 14 52 160 0 133 13 403 49 16
split_gain=3.41667 2.56471 2.35071 2.64835 2.48141 2.53773 1.96369 1.74769 1.86676 1.733 1.7125 1.64389 1.68337 1.62632 1.53058 1.50785 1.46934 1.99823 1.97063 1.6808 1.6481 1.94606 1.63355 1.95425 1.83128 1.65543 1.92657 1.62137 1.68808 1.47187
threshold=0.27608500000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082245000000000013 0.08456000000000001 -1.0000000180025095e-35 0.048375000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.46879999999999994 -1.0000000180025095e-35 0.09309000000000002 0.10691500000000002 0.10976000000000001 0.073820000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.09227500000000001 -0.12507499999999996 -0.42985499999999993 -0.094679999999999986 0.077685000000000018 0.11401500000000002 0.091575000000000017 -0.21145499999999998 -0.26719999999999994 -0.094679999999999986 0.104315 0.0052300000000000011 0.31524000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 5 -4 10 -2 9 -9 -7 12 15 -11 -1 -12 17 19 -19 -17 -21 22 23 25 -24 -22 -27 28 29 -28
right_child=7 2 3 -5 -6 6 -8 8 -10 13 11 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0029837281523856047 0.0032046559123002248 -0.0026117494915267126 -0.0033204232422540492 -0.0032157500570801408 -0.0033677497292934036 -0.0034375194734991643 0.0019308128709154115 -0.0022022163729370019 -0.003556933481805287 0.0024384363070690958 -0.0035840348428221166 -0.0035916787743366608 -0.0031483742182522676 -0.0018108995272228456 0.00035716594481732513 -0.0033994694600627505 -0.003174795853964242 -0.0019270319196084515 0.0023293495031682177 -0.0022493769939660306 -0.0035980682692855837 -0.0034922017853287169 0.0039910341458899478 -0.0019987113904644136 -0.0020528132308807769 0.0028471757276153759 0.00090617512952200451 -0.0034351711338435147 -0.002099311542728717 0.0044295308724355718
leaf_weight=7.5738869332708401 3.0810270723886779 5.3951830035075536 2.5159357520751646 3.3262463225983074 2.5842856438830486 1.638606518972664 5.0917225196026257 1.5030654966831196 1.1124765481799839 5.222665532026439 1.1321539748460043 1.3626692732796062 1.7135951435193408 1.1566614210605619 1.7807289236225186 1.4851489826105382 1.3222684590145934 1.3483489947393534 7.5323134739883226 2.8773871515877536 0.81015282589942827 1.3706940733827639 0.60175766050815571 2.5436777183786026 4.2481479379348448 5.3619393957778767 17.724934729747506 0.96307977568358083 1.8386242552660395 1.3408685736358155
leaf_count=845 206 326 233 148 198 111 132 22 19 178 42 37 89 16 61 103 47 52 138 52 32 31 4 91 177 72 319 29 89 11
internal_value=0 -0.000745547 -0.000548672 -0.000391313 -0.000251942 -0.000127727 1.19117e-06 0.00109699 0.000375043 0.00092998 -0.000170527 -7.4206e-05 1.42039e-05 0.00166797 -0.00234776 0.000117427 0.000199006 0.000288143 0.0016831 -1.27862e-05 0.000113967 0.000298737 0.000445386 0.000722632 -0.00130292 0.000969505 0.0011054 0.000678318 0.000867829 0.00115397
internal_weight=0 85.4844 76.1297 70.7346 67.4083 64.824 62.3081 12.0759 8.99487 7.88239 57.2164 55.5778 54.2151 6.37933 9.35462 52.5015 51.3693 50.0471 8.88066 41.1664 39.6813 36.8039 35.4332 30.5833 4.84991 28.0396 27.2294 21.8675 20.9044 19.0658
internal_count=3910 3469 2563 2237 2089 1891 1658 441 235 216 1526 1415 1378 194 906 1289 1247 1200 190 1010 907 855 824 643 181 552 520 448 419 330
is_linear=0
shrinkage=0.0032425


Tree=190
num_leaves=31
num_cat=0
split_feature=4 12 151 3 15 147 9 151 132 49 50 1 160 47 38 3 159 52 133 39 2 48 1 484 43 3 160 4 12 12
split_gain=9.21538 6.736 3.37949 2.96754 2.3457 2.65132 2.41439 2.23405 2.22468 2.21275 2.05627 1.88826 2.10782 1.87158 1.54813 1.85233 1.56538 2.18512 2.68828 1.58745 1.50366 1.38233 1.74138 1.29324 1.87525 2.5829 3.96364 2.21323 2.02555 3.05218
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 0.079360000000000014 0.088565000000000019 -0.016839999999999997 -0.086769999999999986 0.080815000000000012 -0.062504999999999991 0.11901000000000002 0.12730000000000002 0.08234000000000001 0.096475000000000019 1.0000000180025095e-35 0.30601500000000009 -1.0000000180025095e-35 -0.08799499999999999 -1.0000000180025095e-35 0.085060000000000011 0.092635000000000009 0.095825000000000007 0.088385000000000005 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 -1.0000000180025095e-35 -0.15796999999999997 0.089995000000000006 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 9 5 6 -1 20 14 11 13 12 -3 -4 15 16 -9 -18 -19 21 -8 22 -20 -11 25 27 -27 -25 29 -26
right_child=2 3 10 -5 -6 -7 7 8 -10 23 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0023263936071090566 -0.0019104306471513994 -0.0013155315694513864 0.0018551539297101598 0.00055180604832785383 -0.0014444899153952886 0.0023260633121856078 0.00010174647823104699 -0.0018144420914250137 0.0012423273846556312 -0.0020856795108181994 -0.0010260674528731366 0.0022416967158711003 0.0006292196458819859 0.00010983395657540177 -0.0018266587876338881 0.0014895479078665941 -0.001379888706351181 -0.0023775174952453508 0.00054966188789281885 0.0016298857506840344 0.002333808237865958 0.0013308740967398521 -0.0010409090772297274 0.0008393294756625909 -0.0012000166704654416 -0.0020762206903485532 0.0021693464530686052 -0.001394951540620498 -0.002079959056900504 0.0033988947991936049
leaf_weight=1.663659008219837 1.5779975280165697 6.3853884376585466 10.69761050865054 4.328392017632722 4.8345277216285458 1.9884468037635077 2.7461412176489821 3.2281432189047399 3.3287304304540148 8.1702153477817756 1.5335248261690129 1.0454054661095131 3.5597462840378284 3.2960305307060471 3.2284160917624822 2.086911976337432 5.9752494562417295 1.7285166196525228 5.201428508386007 2.9275213070213786 2.253360640257597 2.5701843984425059 6.1725940480828285 2.0897600613534495 12.792439861223105 1.3724464746192095 2.6297752875834659 13.991523263044655 14.454382343217729 0.6205275338143118
leaf_count=49 20 137 348 33 79 30 33 59 47 492 18 19 40 40 53 47 108 32 42 54 43 17 59 25 576 75 47 583 693 12
internal_value=0 -0.000674547 0.00091315 -0.0010734 -0.000103914 3.97925e-05 -6.56596e-05 -0.000161675 -0.000335804 -0.00117822 0.00120011 -0.000347284 -0.00061943 0.00144407 -0.000494419 -0.000350527 -0.000488641 -0.000314489 2.77661e-05 0.000274189 0.00110777 -1.04337e-05 -0.000313529 -0.00134094 -0.00121405 -0.000742306 0.000713452 -0.00110461 -0.00155402 -0.000987256
internal_weight=0 121.374 17.1052 71.44 49.9338 45.0993 43.1109 41.4472 36.4477 67.1116 15.5272 10.9905 9.94513 13.9936 33.119 29.8905 27.8036 24.5755 18.6002 16.8717 4.9995 13.9442 11.374 56.1211 47.9509 20.0835 4.00222 16.0813 27.8673 13.413
internal_count=3910 3484 426 2732 752 673 643 594 518 2699 406 196 177 388 471 418 371 312 204 172 76 118 101 2503 2011 730 122 608 1281 588
is_linear=0
shrinkage=0.00202509


Tree=191
num_leaves=31
num_cat=0
split_feature=1 39 51 4 150 1373 3 4 52 16 2 0 403 133 15 12 51 1186 4 4 3 0 43 0 151 1425 4 483 14 47
split_gain=3.20814 2.52977 2.59363 2.48336 2.36354 2.1316 2.04903 1.93447 2.01806 1.46259 2.35526 1.63773 1.24396 1.29978 1.42225 1.55313 1.57502 1.46396 1.40996 1.27025 1.24253 2.94043 1.8119 1.27146 1.22859 1.1307 1.71235 1.16179 1.12096 1.30587
threshold=0.085990000000000011 0.005105000000000001 -0.40274499999999996 -0.15333499999999997 0.081245000000000026 0.10700000000000003 0.31335500000000011 -0.49837999999999999 0.10433000000000002 -0.09601999999999998 0.089910000000000004 -0.23129999999999998 -1.0000000180025095e-35 -0.10870499999999998 -1.0000000180025095e-35 0.095295000000000019 0.032485000000000007 0.085080000000000003 -0.0031049999999999997 -0.0021099999999999995 -0.084129999999999996 -0.076734999999999984 -0.083094999999999988 -0.099864999999999995 -0.029339999999999995 1.0000000180025095e-35 0.50657000000000008 0.086680000000000021 0.019255000000000005 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 7 6 9 25 8 -1 -6 -11 -12 -5 -14 18 16 17 20 -15 -20 21 -16 -22 -24 -21 26 27 -2 29 -4
right_child=1 2 28 12 5 -7 -8 -9 -10 10 11 -13 13 14 15 -17 -18 -19 19 24 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036214280733270219 -0.0009395864255947327 -0.004057198804625399 0.0034520521126561133 -0.0032921527768064547 0.0035953806462793356 -0.004028531186359866 0.0028577768490578503 0.0015242239312166694 0.001262889583170548 -0.0028471783801990854 -0.0018702404308535126 0.0029417991871722188 -0.0036025315025698841 -0.0032869250783942087 -0.003691299971572267 -0.0030511057651634969 -0.0041573948498090547 0.0056746283912191883 0.004326754045118752 0.0007586478857197741 0.0049000537676771828 0.0030344135137814177 0.0024358548714390553 -0.0025804302654611087 -0.0025461537716105313 -0.0048003168854050746 0.0024623363346772897 -0.003763118796741835 -0.0028309573668712043 0.00064700212815215071
leaf_weight=2.5074293650686741 25.4800389413722 0.92203587293624778 5.7032858692109549 5.4800742701627341 3.0308069735765448 0.9310078080743559 1.7680875654332329 6.0008773128502053 1.8140652533620594 1.7737205983139546 1.1314170286059364 3.9610844021663083 3.0660785622894791 5.6106166569516098 2.1394120161421579 1.9964949106797565 0.85761380754411298 0.71894544782116998 0.53557230858132232 2.2027480322867632 1.4433574755676093 1.3004893464967606 1.264532692730427 1.2504294733516821 3.8394055124372262 0.96786225633695622 1.7458884492516507 1.9521962688304473 0.53267433028668243 3.2372670480981469
leaf_count=56 815 10 291 691 82 14 91 91 19 45 6 74 261 451 99 94 28 6 13 34 19 16 10 74 247 58 59 85 11 60
internal_value=0 2.98335e-05 0.0015905 -0.0012744 -0.000349735 0.00107433 -0.000832903 0.000228355 -0.0015711 0.00155436 0.00065343 0.00187269 -0.00176365 -0.00144426 -0.00115853 -0.000237174 0.000388803 0.000869128 -0.00198788 -0.000879836 0.000402139 -0.00114858 0.00174976 -5.82227e-05 -0.00134134 -0.00104936 -0.000924942 -0.00114052 0.0021402 0.00243638
internal_weight=0 53.1374 10.3953 42.0281 42.7421 10.828 31.9141 10.3224 4.32149 9.89703 6.86622 5.0925 31.7058 26.2257 23.1596 10.9713 8.97478 8.11717 12.1883 6.57773 7.39822 3.4399 3.95832 2.51496 6.04215 30.146 29.1781 27.4322 9.47323 8.94055
internal_count=3910 1701 372 2209 1329 221 1108 166 75 207 125 80 2043 1352 1091 346 252 224 745 294 218 115 103 84 281 1017 959 900 362 351
is_linear=0
shrinkage=0.00352745


Tree=192
num_leaves=31
num_cat=0
split_feature=1 12 40 0 0 1 2 3 147 4 16 0 124 16 50 48 2 15 48 43 13 48 48 1429 130 42 394 48 4 151
split_gain=10.5775 3.7159 3.14023 2.90588 3.2281 3.08628 2.82302 2.51985 2.44827 2.24718 2.20268 1.95529 1.86099 1.82062 1.78855 2.24021 2.93778 1.53085 1.49714 1.42762 3.01819 1.7964 2.10769 1.36191 1.3157 1.26397 1.25804 1.25328 3.1527 1.92777
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.059810000000000009 -0.10071499999999999 0.085990000000000011 0.15514500000000001 -0.115685 0.089090000000000016 -0.49837999999999999 0.064860000000000015 1.0000000180025095e-35 -0.084964999999999985 0.63868000000000003 0.11515000000000002 0.11930500000000001 0.11462500000000002 0.024640000000000006 -0.086624999999999994 -0.17307499999999998 0.16421000000000002 0.092755000000000018 0.099575000000000011 0.084710000000000021 -0.45984999999999993 -0.0060199999999999993 -0.39356499999999994 0.087945000000000009 0.0057500000000000008 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 25 4 5 23 8 17 10 -5 11 14 -9 -12 15 16 -3 -6 -10 20 -14 24 -23 -1 -21 -2 -26 29 -29 -7
right_child=1 6 -4 9 7 27 -8 12 18 -11 13 -13 19 -15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0011872612461453576 -6.337259294478789e-05 -8.3472741120783805e-05 -0.0022105712968484162 -0.0010146221465779516 0.00078353753988830491 0.001787867475296236 0.0019091396070973854 0.00062437586295189065 -0.000642450528765556 0.00079265788571555884 -0.0014051244965541062 0.0018606394660272542 0.0014334053754976235 0.0014934460643597838 -0.0014647422264834982 -0.0013155532589851332 0.0019898472977962719 -0.0014806548073622921 0.0020309839184837752 0.002048870536035963 -0.0020031335737558716 0.0011806901308375282 -0.001523317742927402 0.0010254275887049491 0.0014186158678647443 0.0019184921495934131 -0.0016903648075744016 -0.0022476567180229352 0.0008145365838325404 -6.1292009579038743e-05
leaf_weight=13.882306579500439 1.3865783847868431 10.232071716338409 0.85549832135438997 4.0585661754012108 3.4841322675347319 3.441281307488679 2.6264709578827015 1.7070583254098881 1.0607646908611061 6.6635003685951215 8.1624883301556075 1.890742229297756 1.8874778114259236 0.88009749446064311 3.3010777030140153 3.3928148448467246 3.3179768081754437 1.596331858076155 2.7820032322779289 0.35479656979441543 1.8604931663721798 1.9043464735150326 2.3746146503835917 1.100660691037773 0.48279757983982463 7.9099486488848898 40.882444882765412 2.1940276622772208 2.8129400461912155 5.1751607218757263
leaf_count=291 25 115 8 43 54 31 67 31 17 77 188 43 27 18 66 39 69 38 56 3 71 46 110 12 12 276 1961 26 25 65
internal_value=0 0.000271802 0.00129986 -0.000830837 -0.000949138 -0.000425013 -5.42994e-06 -0.00121434 -0.000149021 0.000108558 -0.000326758 -1.46823e-06 -0.00134137 -0.00112301 -0.000175385 7.58278e-05 0.000424218 7.2106e-05 0.001293 -0.00140882 -0.000272493 -0.00150141 -0.000319902 -0.00102472 -0.00162259 0.0016229 -0.00165408 0.000234536 -0.000527301 0.000677235
internal_weight=0 47.7985 10.152 95.8629 85.1409 28.6064 37.6465 56.5345 35.02 10.7221 31.1773 22.1347 51.454 9.04259 20.2439 16.9429 13.55 5.08046 3.84277 49.747 3.74797 45.999 4.27896 14.983 41.72 9.29653 41.3652 13.6234 5.00697 8.61644
internal_count=3910 987 309 2923 2803 450 678 2353 611 120 538 332 2261 206 289 223 184 92 73 2230 98 2132 156 303 1976 301 1973 147 51 96
is_linear=0
shrinkage=0.00191472


Tree=193
num_leaves=31
num_cat=0
split_feature=1 50 2 1212 158 14 3 0 49 376 3 43 43 15 394 48 160 4 16 43 1447 483 16 42 123 453 124 39 130 48
split_gain=3.01197 1.87761 1.71178 1.67578 1.60168 1.51284 1.90928 1.71265 2.16528 1.79911 1.96517 1.49535 2.42807 1.74866 1.49067 1.45834 1.78391 1.45766 1.49633 1.54513 1.58248 1.40232 1.69845 1.57959 1.38528 1.28227 1.38737 1.23797 1.20293 1.20305
threshold=0.10113500000000002 0.088425000000000017 0.14808000000000002 -0.50114499999999984 0.084965000000000027 0.077685000000000018 -0.11266 -0.10071499999999999 -0.088329999999999978 0.048695000000000009 0.13772500000000001 -0.083094999999999988 -0.084059999999999982 0.088345000000000021 -0.47621999999999992 0.085790000000000019 0.088785000000000017 0.51224500000000017 0.050115000000000007 0.25671000000000005 -1.0000000180025095e-35 0.089065000000000019 -0.014099999999999998 -0.13165499999999997 0.11662000000000002 1.0000000180025095e-35 -0.50873999999999986 0.16168500000000002 -0.45984999999999993 0.099240000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 17 -3 5 6 -1 8 -8 10 11 12 13 -9 -13 -10 -17 18 19 20 -2 22 23 -22 -5 26 -25 -20 -16 -30
right_child=2 3 -4 24 -6 -7 7 9 15 -11 -12 14 -14 -15 28 16 -18 -19 27 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00091391973674662271 -0.0027567670064068055 0.0041619876105111649 0.0025875260812400947 -0.0031531750290965865 -0.0024404713759925436 -0.0032907448063854475 -0.0028235884945247663 -0.0021388746808542118 0.0014192993073290894 0.0016444220881440797 0.0019441079836430041 0.0045654184000061583 0.0051932722464868176 0.0010769063705313058 0.0035569696155877471 -0.0032444454039240989 0.00069471483787437722 0.0027743206577890839 -0.0016090649113578214 -0.0033901687288586239 -0.0038025535030930852 -0.0025088872389589967 0.0031687187892647712 -0.002971876063731403 0.0037350885236175188 -0.0021206084443375979 0.0014445563658171819 0.0026275298557048563 -0.0027320160457298104 0.0010633259125258437
leaf_weight=8.4037222610786539 1.2626072224229741 0.34333895053714503 2.8284408487379542 5.7114901212044051 4.4708277340978375 1.7973614577203978 2.0040738107636562 4.7870164732448757 7.929814630188039 1.9786071721464384 1.5472158342599858 0.29928711382672979 0.63761877128854649 2.398080934304744 0.31667512655258967 1.7109917965717611 2.9749150294810534 1.7845274391584087 7.1589159653522065 0.9830902055837204 0.73642466962338815 1.1251563783735026 2.9038339988328401 0.71819769218565177 0.28985445201396931 1.2510049529373635 10.463348695076991 0.71695559099316586 13.021524074487381 0.84003135655075389
leaf_count=151 30 9 139 545 281 68 43 313 138 32 12 7 26 82 3 34 25 128 241 26 7 24 84 10 2 27 264 7 1102 50
internal_value=0 -0.000859122 0.000304595 -0.00244263 -0.000676842 -0.000521159 -0.000419256 -0.000696259 0.000144434 -0.00117216 -0.00140585 -0.00163828 -0.000555433 -0.00106558 -0.00222338 0.00061592 -0.000743613 8.27313e-05 -9.30848e-05 0.000364762 0.000564725 0.000808576 0.00104081 0.000571595 -0.00282048 0.000830691 0.00116089 -0.0012234 -0.00236668 -0.00250201
internal_weight=0 61.4624 31.9325 6.34468 55.1178 50.6469 48.8496 40.4459 14.6198 25.8261 23.8474 22.3002 7.82272 7.1851 14.4775 12.6157 4.68591 29.1041 27.3195 19.4437 18.4606 17.198 16.0728 13.169 6.00134 12.4326 11.1815 7.87587 14.1782 13.8616
internal_count=3910 2923 987 556 2367 2086 2018 1867 240 1627 1595 1583 421 395 1162 197 59 848 720 472 446 416 392 308 547 301 274 248 1155 1152
is_linear=0
shrinkage=0.00307385


Tree=194
num_leaves=31
num_cat=0
split_feature=1 47 52 3 3 52 14 0 15 0 4 12 13 1429 50 16 1 48 159 43 49 1 124 49 160 403 13 2 49 0
split_gain=15.3102 5.00393 4.01046 3.92279 6.01976 3.15575 3.02971 2.79146 2.53638 2.31984 2.22759 2.35881 2.12466 2.08818 1.9229 1.90501 3.24777 1.86123 1.84961 1.80552 1.62883 1.56272 1.70839 1.44687 1.43078 1.87719 1.40628 1.40013 1.78625 1.52121
threshold=0.10113500000000002 0.087850000000000025 -0.24456499999999998 -0.12008499999999998 -0.040669999999999991 0.12539500000000003 0.077685000000000018 0.10302000000000001 0.035895000000000003 -0.042499999999999989 -0.48072499999999996 0.085845000000000019 -0.071149999999999977 0.084545000000000009 0.11901000000000002 -0.064504999999999993 0.13213500000000003 0.12862000000000004 -0.094429999999999986 -0.024279999999999996 -0.13451999999999997 1.0000000180025095e-35 -0.079729999999999981 -0.024179999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26418499999999995 0.10393500000000001 -0.47013499999999991 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 24 8 10 9 14 13 -1 -12 -10 21 17 16 19 -4 -7 -3 -14 26 -23 -13 -5 -26 -6 28 -27 -30
right_child=1 15 5 4 7 18 -8 -9 12 -11 11 23 20 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0011770833816101606 -0.001068540407431111 0.00066081851306378642 0.0016113027406417246 -0.0017679777802060909 -2.5594174675639769e-05 0.00075386553403253233 -0.0018477732863597677 0.0011870040141573912 0.0016385864238230075 -0.0017233966844016552 0.0014683959655419302 0.0010911718007018526 0.00057938230905493489 0.001244274491545697 -0.00070468697777794069 -0.0011414115080498914 0.0018685244280825363 -0.00048840347494349891 -0.0012707224273616694 -0.0011145730271930273 -0.0018045016784221349 0.00097501753587175214 -0.00049034567801561934 -0.00079036084775872437 -0.0017338459571140169 0.0018468864278145295 -0.0018329173520381583 -0.0018708190904510903 -0.0010296726665870023 0.00019534966474462625
leaf_weight=2.6454796269536027 3.7920798268169156 2.6706062220036983 19.67469315417112 16.403508166782558 1.9273470863699911 2.5382620859891176 2.4643446486443272 3.1041941307485095 1.6495486553758381 4.540853030979636 5.2708118464797735 1.8942025080323217 1.5652347486466167 2.2835983503609887 1.3345129676163185 7.7725633997470132 2.2705978769809008 1.3982423990964878 3.0990036763250819 5.2602316066622752 2.0433741658926006 2.9347658734768745 15.215971054509271 3.7976661026477814 12.664792955853043 0.77243662253022449 4.3050144184380832 4.2754253903403869 23.354122643359009 3.6205604113638392
leaf_count=31 94 33 479 716 14 39 74 25 20 84 58 18 23 23 12 128 29 11 38 59 22 35 148 60 672 5 93 150 677 40
internal_value=0 0.000275972 0.000644957 -0.000857352 -0.00099275 0.000840066 -5.36623e-05 -0.000403339 0.00108442 -0.00056153 0.000271239 0.000620743 -1.47342e-05 -0.000363685 0.00134235 -0.000485543 1.41687e-05 0.00147198 -0.000359122 -0.000516733 -0.000770492 -0.000514278 -0.000253413 -0.000164204 -0.00132379 -0.00116074 -0.00127401 -0.000934085 -0.000789748 -0.000865249
internal_weight=0 55.069 37.095 111.475 95.4026 33.3029 16.0725 34.3117 27.6656 31.2075 13.6082 10.9627 5.25816 26.6667 22.4074 17.974 10.2014 21.0729 5.63727 7.93084 3.60861 24.3831 18.1507 5.69187 61.0908 44.6873 6.23236 32.0225 27.7471 26.9747
internal_count=3910 987 738 2923 2682 644 241 422 567 397 167 136 65 313 502 249 121 490 77 92 45 290 183 78 2260 1544 107 872 722 717
is_linear=0
shrinkage=0.0017585


Tree=195
num_leaves=31
num_cat=0
split_feature=1 39 51 4 457 3 48 4 43 132 403 133 484 2 0 2 1186 16 457 150 16 4 16 394 49 2 0 1212 3 52
split_gain=2.89044 2.36792 2.34608 2.2323 2.15666 2.30549 1.85739 1.74774 1.97225 1.56625 1.19701 1.24522 1.36513 1.4025 2.13654 1.44996 1.32677 1.12276 1.32474 1.24575 1.36312 1.11367 1.46465 1.19608 1.23751 1.1485 1.20532 1.10475 1.06796 0.997947
threshold=0.085990000000000011 0.005105000000000001 -0.40274499999999996 -0.15333499999999997 0.069705000000000003 0.31335500000000011 0.088825000000000015 -0.51381999999999983 -0.15969999999999998 0.079995000000000011 -1.0000000180025095e-35 -0.10870499999999998 -1.0000000180025095e-35 0.10393500000000001 -0.070894999999999986 0.10325000000000002 0.085080000000000003 -0.095109999999999986 -0.0015249999999999997 -1.0000000180025095e-35 0.67964000000000013 -0.00027999999999999998 -0.014099999999999998 -0.35113999999999995 -0.4233599999999999 0.085355000000000014 -0.084304999999999977 -0.50114499999999984 0.097615000000000021 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 7 5 9 -6 8 -1 17 -5 -12 -13 14 15 16 21 18 -2 -19 27 23 29 -14 -25 26 -26 -21 -9 -23
right_child=1 2 -4 10 6 -7 -8 28 -10 -11 11 12 13 -15 -16 -17 -18 19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0010933968333685703 -0.0025367807071681576 -0.0035070499729501123 0.0018352333777651698 -0.0028385973687207479 0.0025458320869594991 0.0025660747307364143 -0.00046975137090572169 0.00050720833673169536 -0.0037847107846248978 0.0013203761115079 -0.003143073426968541 -0.0031263742613257986 0.0040122489035308295 -0.0027564761957390941 0.0026254517766055281 0.0038753436537863786 0.0025216796573771703 0.0021147416256325994 0.00027399899029587738 0.0034397764937363212 0.0035715144097699272 0.00011077885708217501 0.002114531261996767 0.0039172094201580252 -0.0019632501286147969 -0.0032109975846901849 0.0029856613918763453 -0.0019451308676033258 0.0037329253201152674 -0.0032929085315257776
leaf_weight=1.3784847185015681 1.9572283849120129 0.8545730859041204 9.1536205955781025 5.1838009720668223 4.2494156993925563 2.0199615182355037 3.5765850781463087 5.7475329991430026 1.8398815244436262 2.9219878311268976 2.8127368199639049 2.4693001005798676 0.31055722758175086 2.7049642470665267 2.0026429565623287 0.61388660129159767 0.96849992359057147 0.85965336207301035 8.5983584043569881 0.37029386823997512 0.45643654279410739 1.965179122053087 1.8373724096454651 0.30650945752859904 1.7261140560731294 5.2168030212633312 0.64195381291209397 16.672331398352981 1.1754806591197846 1.4043370606377719
leaf_count=10 33 10 362 691 89 111 37 107 38 89 261 322 2 141 25 6 18 17 177 10 10 28 36 2 62 368 17 756 11 64
internal_value=0 3.22022e-05 0.00137907 -0.0010694 -0.00029119 -0.000628411 0.00116767 0.000182124 -0.00169533 -0.000831096 -0.00149017 -0.00121036 -0.000965128 -0.00069421 -0.000365953 -0.000765568 -0.000963726 -0.00104852 -0.000247179 -0.00150926 -0.00168729 -0.00121547 -0.00010015 -0.00192352 -0.00215712 -0.00240258 -0.000621662 -0.00182813 0.00105491 -0.0013078
internal_weight=0 51.6904 10.0082 40.306 41.6823 33.8563 7.826 10.1414 3.21837 31.8363 30.1647 24.9809 22.1681 19.6988 16.9939 14.9912 14.3773 28.9143 10.5556 18.3587 17.4991 13.4088 5.20689 8.20194 7.89138 7.58487 2.36807 17.0426 6.92301 3.36952
internal_count=3910 1701 372 2209 1329 1203 126 166 48 1092 2043 1352 1091 769 628 603 597 1003 210 793 776 579 128 451 449 447 79 766 118 92
is_linear=0
shrinkage=0.00308353


Tree=196
num_leaves=31
num_cat=0
split_feature=12 4 1 3 3 13 48 124 51 15 11 48 457 47 42 0 1 1 11 41 1 14 157 3 3 1 0 52 160 13
split_gain=9.11014 4.60448 3.58281 3.20212 2.98515 2.81543 3.0789 2.68031 2.66061 2.35253 2.2556 2.15053 2.8205 1.75606 1.69652 1.65874 1.75438 1.63558 1.61644 1.90525 1.44842 1.43603 2.20746 1.47794 1.32786 1.34164 1.5497 1.29807 1.20912 2.22151
threshold=0.051320000000000005 0.28937500000000005 0.094485000000000013 0.082730000000000012 0.16699000000000003 -0.094679999999999986 0.08346000000000002 -0.37194499999999991 -0.40274499999999996 -0.10981499999999998 0.077165000000000025 0.12675000000000003 0.093295000000000003 0.093315000000000023 -1.0000000180025095e-35 -0.084304999999999977 0.090475000000000014 0.10444500000000001 0.087830000000000005 0.081670000000000006 0.11327500000000001 0.064610000000000015 -0.078454999999999983 -0.14818499999999998 -0.10628499999999998 0.11561500000000001 0.16242500000000001 -0.087094999999999992 0.083295000000000022 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 21 8 11 10 24 -6 -4 -8 15 12 17 -10 -11 16 -2 -5 -3 -20 -15 22 -1 -24 25 26 -7 -25 29 -16
right_child=1 18 3 4 7 6 9 -9 13 14 -12 -13 -14 20 28 -17 -18 -19 19 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011610267799466519 -0.0010195694031280935 0.0022113726344981572 -0.0024319317129479706 -0.0020959239425133763 -0.0025168363350735845 -0.001372057358565169 -0.0022002982253035721 0.001779618509667098 0.0020617045651572267 -0.0023050448274461182 -0.0022417085152926872 -0.0018318009515498547 0.0018449344486141178 -0.0012958024610563901 -0.0022440556692755352 0.0012559446327605969 0.0013076760438042031 3.3348641997680488e-05 0.0014750050156799397 -0.0017167116098340065 0.0017135598500502261 -0.0023624008163628343 0.0009017574420063317 -0.0021568464696543185 -0.0016970357559104943 0.0015736338040947323 0.001977112716654929 -0.00057105379254690828 0.0020316751855757294 0.0012161009033868795
leaf_weight=3.8292999416589764 5.8542226441204539 2.4300045371055594 0.76952743530273338 2.3839400783181208 0.74401096999645222 6.994160719215861 2.0072913300246 5.7784446515142909 10.177495514042674 0.9071949841454624 2.1429436746984711 3.7658644430339328 2.8709159139543772 1.4769350141286843 1.2539285691455009 3.9711509104818097 1.9637115420773623 5.2314326781779528 1.7606752160936596 1.639711946249008 1.4280408825725315 1.6620635427534569 2.4942384548485359 2.8771878490224543 37.707058064639575 0.98150419630110253 0.6889527579769491 12.627215886488546 2.3148843077942729 2.5659464392811042
leaf_count=51 147 50 8 42 6 217 113 161 304 44 65 44 38 16 45 32 26 56 32 18 25 29 20 71 1972 10 5 180 30 53
internal_value=0 -0.000934243 0.000189 0.000624719 9.56511e-05 -0.00108712 -0.00130236 0.00128953 0.00141819 -0.000165551 -0.000230921 -0.000450722 4.52549e-05 0.00164466 0.000414449 0.000134587 -0.000435011 -0.000633205 0.000884287 -6.40832e-05 0.000183553 -0.000453291 -0.000307924 -0.000620451 -0.00152421 -0.000772074 -0.00107173 -0.000865333 0.000816602 8.02551e-05
internal_weight=0 75.1833 58.1166 34.6266 20.7746 69.353 55.4209 6.52246 13.852 9.04925 13.932 14.2522 10.4863 13.0825 7.04195 11.7891 7.81793 7.61537 5.83039 3.40039 2.90498 23.49 21.8279 17.9986 46.3717 8.66462 7.68311 15.5044 6.13476 3.81988
internal_count=3910 2859 1051 700 347 2759 2489 167 353 285 270 180 136 345 172 205 173 98 100 50 41 351 322 271 2204 232 222 251 128 98
is_linear=0
shrinkage=0.00213063


Tree=197
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 9 151 2 1456 3 2 52 41 130 130 1186 50 48 4 4 49 52 52 3 456 0 12 3 51 48
split_gain=13.2363 8.55255 4.25573 3.49155 2.97855 2.87108 2.80794 2.28177 2.18171 1.75817 1.75561 1.73759 1.93839 1.7473 1.6092 1.991 1.57202 1.93119 2.06142 3.84596 1.90192 1.75714 1.49576 1.44764 1.38955 1.3291 1.5567 1.32263 1.3166 1.29241
threshold=0.27608500000000008 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 -0.016839999999999997 -0.086769999999999986 0.10869000000000002 0.091180000000000011 -0.100615 0.092340000000000019 -0.12272499999999999 0.078535000000000008 -1.0000000180025095e-35 -0.082634999999999986 0.085080000000000003 0.086815000000000017 0.09227500000000001 -0.0025899999999999994 -0.37626499999999991 -0.006494999999999999 -0.092854999999999979 -0.082174999999999984 -0.086589999999999986 0.098735000000000017 -0.11287999999999999 0.086515000000000022 0.013395000000000002 -0.07742499999999998 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 23 -1 10 16 24 11 -7 -6 13 -13 15 -11 17 18 19 -8 28 -22 -15 -3 -4 26 -16 -20 -21 -29
right_child=2 3 8 -5 9 6 7 -9 -10 14 -12 12 -14 22 25 -17 -18 -19 27 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0017376741806967605 -0.0017026375386639142 -0.0007091891858200624 0.0013759809476352192 0.00053484628533622997 -0.0016333534677431562 -1.169721518191945e-05 -0.0015301281793570396 0.0002565011673618882 -0.00124550710188804 -0.0013979979999763769 0.0019072444110011851 -0.0019769498362048172 -0.0018636074982794405 0.0015649463049673829 0.00098546536648485097 0.0014358244000089581 -0.0019812309110008239 0.00081892276498153876 -0.0016090183043867502 -0.0017734655199552738 -0.00030879178794310285 0.0018591547762459404 -0.00013405130080864066 0.0013508191420386125 -0.000994149685094261 -0.0014545160711054836 -0.0014818188933771142 0.00025772000536698612 0.00045095409419358077 -0.0013447794066554397
leaf_weight=2.4809974543750277 1.7789458893239523 2.008359944447875 16.782837403938181 4.2978263758122912 4.1379119213670519 2.8628015276044598 4.0464595798403034 14.028102104552088 1.1149369701743115 1.6170741412788623 2.9360259305685759 1.2017994150519378 2.0590608473867169 2.0589019730687133 1.5165459644049399 1.411864250898361 2.2865502685308448 3.1095969993621102 7.3340763021260535 1.4207159597426655 1.6547543164342657 3.63001533783972 6.7080340469256017 2.1445811204612246 0.78731297329068084 49.02795999404043 1.5952503979206083 3.1869958937168121 1.8786928541958356 2.942984227091074
leaf_count=57 20 24 397 33 141 34 70 195 13 51 47 35 54 21 17 15 39 42 103 17 22 37 112 22 11 2172 27 32 27 23
internal_value=0 -0.000631541 0.000874344 -0.000993825 -0.00108086 -9.42627e-05 -0.000182829 -0.000328404 0.00111969 -0.00116443 0.000959889 -0.00065874 -0.000323445 -5.32132e-06 -0.00131261 -7.70822e-05 -0.00058896 -0.000479952 -0.000634734 -0.000128751 0.000531839 0.00118033 0.000264956 0.0003546 0.00126978 -0.00138438 -0.000279378 -0.0011094 -0.000506875 -0.000511635
internal_weight=0 133.584 20.464 79.7852 75.4873 53.7988 51.3178 45.5189 18.6851 71.3344 5.79883 16.1657 12.0278 9.96874 55.1687 3.02894 31.4908 29.2043 26.0947 12.6306 8.58418 5.28477 8.76694 4.15294 17.5702 52.1398 3.1118 13.4641 3.29941 6.12998
internal_count=3910 3469 441 2724 2691 745 688 607 421 2645 81 363 222 168 2282 66 412 373 331 173 103 59 133 46 408 2216 44 158 44 55
is_linear=0
shrinkage=0.00174363


Tree=198
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 15 147 9 4 4 48 49 50 0 160 47 1 484 454 16 160 0 0 457 42 403 475 484 52 52
split_gain=10.9745 8.19962 3.6975 3.15458 2.58524 2.39388 2.48581 2.46053 2.36677 3.22203 2.15957 2.23752 2.09201 1.95567 1.90064 1.85264 1.81275 1.36082 1.4422 1.86708 1.83241 1.47412 1.35091 1.3178 1.79493 1.24504 2.20461 1.76155 1.42417 2.03639
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.062504999999999991 0.079360000000000014 0.088565000000000019 -0.016839999999999997 -1.0000000180025095e-35 -0.48072499999999996 0.09227500000000001 -0.045004999999999996 0.11901000000000002 -0.029849999999999998 -0.066794999999999979 0.096475000000000019 0.085110000000000005 -0.0043499999999999988 1.0000000180025095e-35 -0.011964999999999998 -1.0000000180025095e-35 -0.15291499999999997 -0.042499999999999989 0.081330000000000013 0.091590000000000019 -1.0000000180025095e-35 -0.086424999999999988 -1.0000000180025095e-35 -0.42985499999999993 -0.26295999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 14 6 7 -1 9 -9 -10 -12 15 16 -3 -4 -11 -18 19 20 -19 -22 23 24 -16 26 -6 -27 -29 -30
right_child=2 3 12 -5 25 -7 -8 8 10 13 11 -13 -14 -15 22 -17 17 18 -20 -21 21 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0022117647365480541 -0.0017874340905816883 -0.0017394796692692543 0.0018285551277424635 0.00058839376724881005 0.0017985774602657077 -0.0013333750066656163 0.0022184677917053072 -0.0012410273569556267 -0.0010234846549050593 -0.0009134427273250783 0.0015562686702938163 -0.00075556839299352951 -0.00096803528789311496 0.0019568631557475456 -0.0021985356741843791 0.00018223583128396166 -0.00093164638464148441 -0.0018768890813689199 0.0028087010651930986 0.0018208449712996517 -0.00039854498879499664 0.001938517066655318 0.0015169757657142043 0.00072173033041092113 0.00066994020400368607 -0.0020092421267500784 -0.0019951885560514056 -0.0019908458344087602 0.0010839499548597285 -0.00095750045670826302
leaf_weight=1.8388748634606589 1.6611639447510267 2.5825597299262872 11.95372842717916 4.2090450674295417 0.60787171870469947 4.8688161103054872 2.0124074034392825 4.0498157683759919 13.464997637085622 3.2886659996584084 3.0507142171263695 3.309463642537593 1.4602612815797318 3.6329731233417979 2.1232219105586405 3.3093063663691273 1.6399379074573559 1.4621013738214976 1.4089591503143317 3.4328870456665692 2.260026074945924 1.8702123463153828 2.114451751112937 2.7553307339549065 1.3550235889852045 7.5625350084155789 13.042379160411654 4.5962809138000003 1.9742513876408292 30.110662778839473
leaf_count=49 20 79 348 33 6 79 30 78 173 46 32 50 18 49 43 40 16 15 18 58 18 41 29 28 17 428 838 244 35 952
internal_value=0 -0.000628281 0.000983348 -0.00104808 -0.00114816 -3.40039e-05 0.000101401 6.11073e-06 -8.84974e-05 0.000335859 -0.000581786 0.000353324 0.00125858 0.000672044 -0.000279612 0.0014716 0.000368212 0.0007173 0.000976465 0.000690428 -3.48434e-06 0.0006597 0.000172015 -0.000284201 -0.00108106 -0.00131214 -0.00182624 -0.00115353 -0.000977107 -0.000831886
internal_weight=0 124.624 18.3845 73.0336 68.8246 51.5909 46.722 44.7096 42.8708 23.0456 19.8252 6.36018 16.7233 18.9958 10.9306 15.263 15.3628 12.0741 10.4342 9.02523 5.59234 4.13024 8.34803 6.23358 3.47825 57.894 13.6503 44.2437 36.6812 32.0849
internal_count=3910 3484 426 2732 2699 752 673 643 594 339 255 82 406 261 196 388 212 166 150 132 74 59 117 88 60 2503 844 1659 1231 987
is_linear=0
shrinkage=0.00194724


Tree=199
num_leaves=31
num_cat=0
split_feature=1 47 12 52 15 50 48 48 128 3 49 447 46 403 403 403 50 14 4 4 0 16 0 43 42 160 43 48 48 4
split_gain=6.9499 2.9958 2.70072 2.53612 2.17937 2.11912 1.9384 1.90155 2.07481 1.88477 2.27199 1.74249 1.7188 1.50692 2.52323 2.21655 1.49874 1.51509 1.75873 3.57192 2.15252 1.34175 1.26262 1.25428 1.59165 1.18843 1.18378 1.16608 1.07719 1.07428
threshold=0.10113500000000002 0.087850000000000025 0.084100000000000022 -0.24456499999999998 0.085450000000000012 0.11843500000000001 -0.088799999999999976 0.12862000000000004 0.086435000000000012 0.10666500000000002 -0.080034999999999981 0.085135000000000016 0.092020000000000005 0.03138500000000001 0.09389500000000002 0.092300000000000007 0.086465000000000014 0.077685000000000018 -0.023499999999999997 -0.48072499999999996 -0.10131499999999999 -0.50763499999999995 -0.072864999999999985 -0.17307499999999998 0.088825000000000015 0.084100000000000022 0.0041500000000000009 0.092755000000000018 0.10031000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 11 6 -5 8 12 10 25 16 -8 21 15 26 17 18 19 -1 29 -12 -22 24 -23 -4 -15 -25 -29 -20
right_child=1 -3 9 5 -6 -7 7 -9 -10 -11 13 -13 -14 14 -16 -17 -18 -19 20 -21 22 23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0013276914747954395 -0.0012668302620542219 -0.00052507309863847372 -0.00081545306081708439 -0.00097396015175019591 -0.0022981531969467235 -0.0013938974879376788 0.0018779853504008346 -0.00050570756804925823 -0.0014356169067237605 0.00046503944159788461 0.00021126334778018201 0.0022671150751288754 -0.0016265246033631555 0.00083638435901472639 -0.0016796706641933959 0.0040542817729759349 -0.0020116792021044761 -0.0024595300213188908 -0.0006350786369240238 0.0016157548751551654 -0.0022737256432119597 -0.002275638722553553 0.00021065036539518665 -0.0021678236966841758 0.0010908435012944673 0.0011933490045631088 -0.0022662833102879256 0.0011196288310745847 -0.0017917475431403929 0.00066207345453732629
leaf_weight=2.8511892789974809 2.7750245090574017 14.000611563213168 3.5645736921578637 1.9432561751455093 2.5389552768319836 1.7331086127087463 16.797406901605445 2.4360493775457135 1.0529363378882397 3.2182392217218867 1.6292628981173027 1.3380919974297274 0.70263481140136619 1.8317424040287722 4.8838242003694177 0.76970790233463038 2.2620062921196213 1.3105402495712031 5.8644423782825559 6.5533054312691181 3.8639973076060508 1.2355321971699589 1.3234862945973733 21.429291845764975 1.4965780861675737 2.3581707887351513 0.8760025007650255 1.0421725325286382 1.4851997029036281 6.4727286640554667
leaf_count=60 94 249 80 27 105 34 521 35 20 23 30 21 7 40 249 5 73 26 55 97 127 71 28 1533 21 24 48 34 86 87
internal_value=0 0.000301238 -0.000805917 0.000722838 -0.000340846 0.000946689 0.00112358 0.00131778 0.00155721 -0.00115486 -0.00127723 -0.000184767 0.00173728 -0.00148094 -0.00066208 0.000767051 -0.00029233 -0.000154609 -4.24373e-05 0.000723381 -0.000453409 -0.00172272 -0.00163989 -0.00184078 -0.000431568 -1.56383e-05 -0.000167383 -0.0020015 -0.000591229 4.54756e-05
internal_weight=0 41.441 80.199 27.4404 34.3787 24.6654 22.9323 20.989 18.553 45.8203 42.6021 31.8398 17.5 36.6793 8.36128 3.47745 30.5017 28.2397 26.9291 9.40449 17.5247 28.318 5.18748 26.6888 2.73211 5.92274 2.70774 23.9567 2.52737 12.3372
internal_count=3910 987 2923 738 679 644 610 583 548 2244 2221 574 528 2117 342 93 553 480 454 157 297 1775 155 1745 92 104 88 1653 120 142
is_linear=0
shrinkage=0.00219523


Tree=200
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 47 15 49 124 3 160 14 133 47 11 41 38 15 50 52 4 3 0 457 42 1 16 43 16 12
split_gain=11.3438 5.07474 4.05213 4.25697 3.34584 2.72917 4.11662 2.63571 2.40067 1.98366 1.79877 1.77745 1.82306 2.42111 1.60766 1.71896 1.60484 1.89966 1.55382 2.03758 1.54602 1.46939 1.39918 1.53514 1.64913 1.38567 1.32252 1.29261 1.90454 1.24352
threshold=0.080120000000000011 0.28937500000000005 0.094485000000000013 -1.0000000180025095e-35 0.097615000000000021 0.096475000000000019 0.035895000000000003 -0.062504999999999991 -0.52484999999999993 -0.15121499999999996 -0.066794999999999979 0.019255000000000005 -0.0023199999999999996 0.096300000000000011 0.087830000000000005 0.081670000000000006 1.0000000180025095e-35 -0.008624999999999999 0.083215000000000011 -0.094124999999999986 -0.014549999999999999 0.12046500000000002 -0.042499999999999989 0.081330000000000013 0.091590000000000019 0.085110000000000005 -0.17157499999999998 -0.07526999999999999 -0.30307999999999996 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 8 7 6 21 10 -4 -1 -2 12 13 -10 -3 -16 17 25 19 -19 -21 -5 23 24 -12 -11 27 28 -9 -29
right_child=1 14 3 5 -6 -7 -8 26 11 16 22 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00091970348221921444 -0.0016381575904481941 0.0018981682330531202 -0.0019578572685062146 0.0013305798440595466 0.00058810259193850425 -0.001064439854323803 -0.0013741432852623558 -0.0011277312644401571 0.0019389857857380905 -0.0017336153920082511 -0.002081195249078223 -0.0012343883098626615 0.0018262178356657378 -0.0020048017387188999 0.0011758154000491212 -0.0014280328317593019 -0.0020689342643266458 -0.0016166855019307119 -0.0014885826707704954 0.0018834796664340802 -2.6867300757074941e-05 -0.000149704208084479 0.0014192596203240499 0.00072849401821255353 0.00049004958163115708 -0.00043308705661833418 -0.0013722472475496128 -0.00012366350807641057 0.0017221285714990725 -0.0020615030698112905
leaf_weight=3.513187229633334 2.5676069566979995 2.5038083195686331 0.75633344426751392 8.7118446528911608 4.2531847842037669 5.8409469556063405 3.3917100578546515 1.5547599792480471 1.0740290302783244 4.2495578248053851 2.2407774385064836 0.82087570801377374 12.900546612218019 1.061176676303148 1.8522736039012673 1.6383681446313856 2.2243322515860191 1.1704622544348238 1.4491870719939468 3.3587933573871847 2.5597802363336073 3.1240218374878159 2.1561285238713017 2.7855554819107056 1.3834462556987999 8.2890353519469482 50.292335537262261 2.0740128094330421 1.6655295602977274 2.5094406297430396
leaf_count=32 79 50 7 136 33 65 40 37 36 98 43 11 360 11 31 18 43 33 25 35 38 37 29 28 17 72 2370 30 15 51
internal_value=0 -0.000872431 0.000172823 0.00056437 -0.00100608 1.16806e-05 0.000424456 -0.00110402 0.00126529 -0.000377408 -0.000278647 0.00141903 0.00156389 -2.10386e-05 0.000765865 -4.63272e-05 -0.000572977 -0.000415102 0.000258595 0.000615764 0.00105726 0.000939866 0.000128863 -0.000305202 -0.00109969 -0.00087386 -0.00126219 -0.000552913 0.000346213 -0.00118463
internal_weight=0 79.4772 64.4958 37.6815 73.4828 21.0685 15.2276 69.2296 16.613 26.8143 11.1335 15.8566 15.0358 2.13521 5.99445 3.49064 23.3011 21.0768 8.53822 7.08904 5.91857 11.8359 8.56591 6.40978 3.62422 12.5386 58.0961 7.80374 3.22029 4.58345
internal_count=3910 2831 1079 703 2732 278 213 2699 425 376 196 418 407 47 99 49 344 301 131 106 73 173 117 88 60 170 2503 133 52 81
is_linear=0
shrinkage=0.00185178


Tree=201
num_leaves=31
num_cat=0
split_feature=12 4 13 1 14 47 13 49 48 132 11 160 1 52 47 4 41 42 15 43 0 42 130 1186 52 52 13 128 51 4
split_gain=8.43924 3.69389 3.12683 4.56184 3.02228 3.23687 2.6399 2.80949 2.40434 2.20315 2.02727 2.00859 2.12635 1.98962 1.81274 1.65043 1.60817 1.53402 1.61813 1.26356 2.03261 1.8624 1.65665 2.33634 1.49674 2.69103 1.65088 1.37945 1.15992 1.42476
threshold=0.051320000000000005 0.28937500000000005 -0.00059999999999999995 0.084795000000000023 0.10303000000000002 0.081320000000000017 -0.094679999999999986 -0.064499999999999988 0.10417000000000001 0.087875000000000023 0.077165000000000025 0.08234000000000001 0.12730000000000002 -0.08799499999999999 0.096475000000000019 0.0082450000000000006 0.081670000000000006 0.083875000000000019 0.090325000000000003 -0.074254999999999988 -0.070894999999999986 -1.0000000180025095e-35 -0.081969999999999987 0.085080000000000003 -0.42985499999999993 -0.088779999999999984 0.043015000000000005 0.11059000000000001 0.08955500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 -5 10 11 -7 13 17 12 -8 15 28 -4 -3 -2 -19 20 27 -22 23 -21 -23 -26 -27 -9 -15 -30
right_child=1 16 9 4 -6 8 7 19 -10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 22 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0016092459865700507 0.00077056225886429222 0.0019228817684426858 -0.0022154187257331626 0.0023267082562573671 -0.0030674862351057178 -0.00097790866287649826 -0.0015942968288000616 -0.0018239484799389939 0.0024756183111932775 0.0022020396988734034 -0.0024487743992134014 0.0013710981234937609 0.002543729607236389 0.00044679006570227047 -0.0014492803950190731 0.00025071707577862276 -0.00069163579038892793 -0.0018262918526175979 0.0014783530041673973 -0.0024395012076641269 -0.0025319696488888452 -0.0023761358856968702 -0.0022360032246925531 0.0029856548170107298 0.0036274003400221075 -0.0024987561674929631 0.0012995814866335969 0.002862814337813979 -0.0018993878556663555 0.00046869415292844798
leaf_weight=3.3018690375611213 7.1431062398478371 3.0808740276843301 4.9613614045083514 10.931441527791327 0.78943756222724815 3.5691375806927672 4.8447884116321784 15.018793884664774 1.5843722987920044 1.9048024471849192 1.9795658728107799 2.9068543370813131 0.78551077283918846 18.158749505877502 4.528857070952653 2.1033052941784263 2.191393556073308 3.2068621749058366 1.077503911219537 0.90920235775411373 1.3721107859164474 0.79508696030825365 20.757718242704872 0.82335213758051395 1.480626956559717 1.0903146751224957 1.4526851465925572 0.34978924226015884 2.9058228256180874 2.6387193761765957
leaf_count=77 70 73 109 371 6 39 111 825 37 33 65 31 17 236 59 25 27 113 22 39 54 47 1281 7 13 35 21 8 40 19
internal_value=0 -0.00104305 0.000159094 0.000898639 0.00138937 0.0016081 -0.00119318 -0.00142879 8.38284e-05 -0.000241997 -0.000269041 -0.000203853 -0.00101698 -0.00037389 -9.68034e-05 -0.0014812 0.00083617 0.000108552 -0.000995185 -0.00166619 -0.00126261 -0.000133924 -0.00205307 0.000138665 0.000548911 0.00112691 -0.000328961 -0.00171728 0.000161607 -0.000772387
internal_weight=0 71.2661 57.3779 20.1763 16.8744 16.085 65.9939 52.5868 5.15351 37.2016 13.407 8.53715 5.6303 35.2968 28.2321 7.06467 5.27227 11.4275 4.28437 44.0497 21.5594 6.19082 22.4903 1.73255 4.81871 4.02363 2.543 15.3686 23.7033 5.54454
internal_count=3910 2859 1051 530 453 447 2759 2489 76 521 270 159 128 488 354 134 100 205 135 2330 1003 170 1327 46 116 69 56 833 295 59
is_linear=0
shrinkage=0.00233305


Tree=202
num_leaves=31
num_cat=0
split_feature=1 12 12 40 2 0 4 16 47 50 151 3 42 16 51 41 50 160 12 43 4 3 12 457 39 49 4 1 2 1186
split_gain=13.9441 4.79344 4.13808 3.51113 3.24669 2.9342 3.00468 2.81134 3.32209 4.37823 2.06487 2.0643 1.91698 1.79859 1.78201 1.78714 1.88283 1.78015 2.06491 1.6961 2.83719 2.47916 1.56037 1.54035 1.50238 1.48197 1.37126 2.67538 1.931 1.30471
threshold=0.10113500000000002 -0.071274999999999991 0.080120000000000011 0.34489500000000001 0.14808000000000002 -0.060094999999999989 0.39574000000000004 0.064860000000000015 0.096475000000000019 0.11551000000000002 -0.27336999999999995 -0.15121499999999996 0.095185000000000006 0.63868000000000003 -0.10145999999999998 1.0000000180025095e-35 0.081160000000000024 -0.079234999999999986 0.11215000000000001 -0.18906999999999999 -0.51381999999999983 0.097615000000000021 0.092365000000000017 0.083995000000000014 0.15394000000000002 -0.075429999999999983 -0.017449999999999997 1.0000000180025095e-35 0.090695000000000012 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 7 6 23 8 9 10 -3 -1 19 24 -13 16 26 -12 -19 -7 -21 22 -22 29 -9 -25 -16 -28 -29 -4
right_child=1 4 5 -5 -6 12 -8 13 -10 -11 17 14 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00092703105845994536 0.0016198698224044598 -0.001910931619716176 -0.0014807129462409607 -0.002134053124928263 0.0015756557426434509 0.0018482195527303425 0.0020591807407898065 -0.0014612500842045683 -0.00086715767440551821 -0.0020472977954961867 -0.00024140524298803633 -0.0016853377376466177 -0.0019401388841127675 0.0013466525232313719 0.00067243988338490509 -0.0019737210549069894 -0.00165923468269725 0.0016066827369864607 -0.0003351779118259563 -0.0022489642357572579 0.00069904859679664278 0.002315764769264401 -0.0013107593286489341 0.00034923526932183403 0.0007371984042312754 -0.0015161793293721241 -0.002004954339421806 -0.0005372967187298978 0.00085626483307621373 -2.6346048400841391e-05
leaf_weight=3.9390936866402617 11.082883592694994 0.85857789963484066 48.583485363982618 0.90377853810787279 4.0721313878893843 1.4978278204798687 0.89863527566194434 8.4278404470533115 7.4820871222764245 1.9312870632857073 3.1350700799375835 3.6340660750865963 1.934729604050516 1.0393363349139679 6.7041787505149939 2.037576710805296 2.6371929310262194 11.285886565223338 2.1935188677161923 1.8853599876165361 2.5626277346163997 1.5607485026121137 2.6202620221301913 3.4266323689371347 1.1896909475326527 2.4492571344599119 2.6258571352809694 8.4967293888330442 5.4892090372741213 2.160746192559599
leaf_count=38 301 9 2099 8 82 10 10 188 88 33 45 90 69 18 70 43 41 181 25 26 25 9 57 33 9 72 50 81 46 54
internal_value=0 0.000316404 -0.000831312 0.00133683 2.24869e-05 -0.00109105 -0.00126327 -0.000145977 0.00016953 0.000569264 0.000858471 -0.000323134 -0.000269803 -0.000941977 -0.000478851 -0.000322212 -0.000192552 0.00100158 0.00129068 4.93148e-05 -0.00026294 0.000292304 -0.00031703 -0.001316 -0.0011893 -0.000428329 -2.66605e-05 -0.000308803 9.64911e-06 -0.00141878
internal_weight=0 53.6021 105.144 11.9867 41.6154 69.5803 57.5188 37.5433 26.8864 19.4043 17.4731 35.5639 12.0616 10.6569 31.6248 27.9907 25.9532 16.6145 13.4794 10.1268 8.629 6.74364 5.18289 56.6201 9.61753 5.87589 23.316 16.6118 13.9859 50.7442
internal_count=3910 987 2923 309 678 2464 2268 596 381 293 260 459 196 215 421 331 288 251 206 127 117 91 82 2258 197 105 247 177 127 2153
is_linear=0
shrinkage=0.00183135


Tree=203
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 151 49 50 15 147 132 47 38 3 159 52 133 4 15 457 160 15 3 130 133 52 0 0 1429 3
split_gain=11.0174 8.05137 4.20255 3.26782 2.81805 2.68573 2.50989 2.25657 2.07616 3.1037 2.15404 1.85936 1.85225 2.28946 1.84635 2.55523 2.76326 1.90866 2.00466 2.3238 1.8951 1.62427 1.56441 1.6422 1.97726 1.55791 1.82987 1.86117 1.5382 1.44141
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 -0.086909999999999987 -0.22390499999999999 0.11901000000000002 0.085950000000000013 0.088565000000000019 0.080815000000000012 0.11939500000000002 1.0000000180025095e-35 0.30601500000000009 -1.0000000180025095e-35 -0.08799499999999999 -1.0000000180025095e-35 -0.0021099999999999995 -0.10192499999999999 0.12931000000000001 -1.0000000180025095e-35 -0.098459999999999978 -0.100615 -0.082634999999999986 -0.045629999999999997 -0.15154999999999999 -0.060094999999999989 0.10302000000000001 0.084965000000000013 -0.086589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 -1 21 29 11 9 10 12 -4 13 14 -7 -16 -17 20 -19 -20 -18 -6 25 24 -24 -8 28 -28 -27 -3
right_child=2 3 7 -5 5 8 22 -9 -10 -11 -12 -13 -14 -15 15 16 17 18 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0019582317032335057 -0.0018778377224111314 -0.00083290615646325317 0.0016085397035018492 0.00058642444206416782 -6.0226256267790926e-05 -0.0017603395362773425 -0.0019763272955093691 -0.00098660540680844781 -0.0016541686748394052 0.0021923259418567152 0.0011524125957866702 -0.0011277237683759394 -0.0017584742994633136 0.001530557759387412 -0.0013200323144642436 -0.0022074592971974192 -0.0006672185143608172 0.0011487128092633225 -0.0017869395030847325 0.0003605459581986601 0.0015360491590315206 0.0020490748155163048 0.0016188675584809017 -0.0014831786425886916 -0.0015250798053271213 -0.0013314107597494204 0.0013729036469348438 -0.00095158298073334184 0.0014861419959504851 0.0014498231044135479
leaf_weight=2.3443185389041892 1.7627371512353445 2.0006837248802185 14.196228502318263 4.1454719752073279 2.4096257351338863 3.4526889063417974 2.8603720972314468 1.5351694114506234 3.917284231632947 1.869346186518668 3.2953238300979129 0.96059602499008256 3.5604442870244375 2.2716135010123244 6.4199066422879723 1.7637942638248336 1.8661305718123911 2.6873917113989663 3.8674573320895185 3.457708902657032 5.8420838508755049 2.9319922663271418 1.3994885012507441 48.43539279140532 1.5030868044123042 6.5746636223047963 3.1236537732183924 2.0781843271106482 0.78589199203997839 2.0079538859426966
leaf_count=57 20 24 375 33 34 60 121 18 64 26 47 13 53 47 111 33 21 27 47 19 64 42 16 2224 50 184 26 23 9 22
internal_value=0 -0.000656774 0.000917227 -0.00105609 -8.10129e-05 -0.000177372 -0.00115231 0.0012124 -0.000331201 -0.000202776 -0.000319116 0.00143512 -0.000456918 -0.000310403 -0.000452853 -0.000278585 6.45587e-05 0.000290699 -0.000257398 -0.000773259 0.00100265 0.00109756 -0.00124014 -0.00139984 -9.21278e-06 -0.000708547 -0.000419882 0.000444249 -0.00103058 0.000310528
internal_weight=0 126.872 18.4547 74.9148 51.9571 49.6128 70.7694 16.692 44.2712 40.3539 38.4845 15.1568 35.1892 31.6288 29.3572 25.9045 19.4846 17.7208 10.0126 7.32517 7.70821 5.34162 66.7607 51.338 2.90258 15.4228 12.5624 5.20184 7.36056 4.00864
internal_count=3910 3484 426 2732 752 695 2699 406 619 555 529 388 482 429 382 322 211 178 93 66 85 76 2653 2290 66 363 242 49 193 46
is_linear=0
shrinkage=0.00190339


Tree=204
num_leaves=31
num_cat=0
split_feature=4 12 15 151 3 49 147 9 14 4 4 484 160 160 49 1375 43 3 160 12 12 4 128 132 2 1456 160 12 47 1212
split_gain=4.02457 3.00094 2.11854 2.10405 1.8362 1.91863 1.63211 1.7126 1.6423 1.8151 2.47777 1.66032 1.59011 1.34077 1.30558 1.26924 1.23258 2.02688 2.52719 1.68272 2.04896 1.621 1.86729 1.22036 1.17919 1.15907 1.14064 1.06987 1.10942 1.0678
threshold=0.27608500000000008 0.084100000000000022 0.085450000000000012 -0.27336999999999995 0.10666500000000002 -0.062504999999999991 0.088565000000000019 -0.016839999999999997 0.077685000000000018 -0.0010999999999999996 -0.48072499999999996 -0.0043499999999999988 -0.092169999999999988 -0.066794999999999979 -0.085974999999999982 -0.066804999999999989 -0.074254999999999988 -0.078669999999999976 -1.0000000180025095e-35 0.089995000000000006 0.089745000000000005 -0.15796999999999997 0.11581500000000002 0.12562500000000001 0.091525000000000009 0.091180000000000011 -0.089599999999999985 -1.0000000180025095e-35 0.11323000000000001 -0.50114499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 5 13 7 -1 9 10 -9 26 -13 -3 -14 -16 17 21 -19 20 24 -7 23 -23 29 -5 -12 28 -11 -18
right_child=3 4 -4 25 -6 16 -8 8 -10 27 11 12 14 -15 15 -17 19 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036036454913564182 -0.0027897487746726436 -0.002617634761273792 -0.0023555074743304098 0.0018098412687042559 0.00094063620037452775 0.00088316926786222464 0.0033302015709632251 -0.0019030141638807382 -0.0034930783966234894 -0.0023926507855381181 0.0022045206314108665 -0.0013329702469704865 -0.0012208499744623606 0.00057331670921362016 -0.0012700865418051198 0.0026404232453429628 0.0021467450227185851 -0.0031863697922773384 0.0024483929238032697 -0.0031842611865468169 0.0042885464451046596 -0.0027487459211134038 0.0054765839636390081 0.0027133103509995125 0.00076360731898057462 -0.0022503226762613819 -0.003510440490463577 -0.00013973621323181451 0.00065859932427524766 -0.0027703531939211358
leaf_weight=1.2148016579449166 1.2115687578916539 1.631084758788347 3.8969116425141683 10.841203524731096 3.3176444694399825 1.8770602624863375 1.4500638665631402 3.0863870056346032 1.4120915187522758 5.3812496587634113 0.48987438715994347 1.645258700475092 1.1430024979636009 6.2486757831647983 0.89126595668494069 9.5652509476058309 0.47259935270994891 1.09774343110621 2.7170162657275787 10.4134801980108 0.60298199206590641 9.4897824819199688 0.29558442160487253 0.41956993378698904 1.4871434778906403 0.73764908686280328 1.1445968532934792 10.535950853955002 1.4959011040627954 5.2868655002675977
leaf_count=49 20 67 137 408 31 31 30 82 31 120 15 30 31 106 26 217 22 100 69 795 13 712 5 19 39 13 48 129 20 495
internal_value=0 -0.000740559 -0.000150931 0.00113999 -0.00130413 -0.00148128 6.68076e-05 -5.77037e-05 -0.000178598 -4.63056e-05 0.000652594 0.0011827 0.00155048 -8.71998e-05 0.00195947 0.00230711 -0.00180285 -0.00116474 0.000826922 -0.00235829 -0.00126254 -0.00179358 -0.00228593 -0.00251748 -0.00172444 0.00155118 -0.00179758 -0.000767382 -0.00172895 -0.00236688
internal_weight=0 88.7098 43.3526 12.7904 45.3572 42.0396 39.4557 38.0056 36.7908 35.3787 17.9656 14.8792 13.2448 7.87976 11.5995 10.4565 34.1598 15.8968 3.81476 18.2631 7.84959 12.082 10.2049 9.90935 7.24661 11.5789 1.63447 17.4131 6.87715 5.75946
internal_count=3910 3469 965 441 2504 2473 828 798 749 718 449 367 304 173 274 243 2300 936 169 1364 569 767 736 731 556 421 63 269 140 517
is_linear=0
shrinkage=0.00313415


Tree=205
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 12 50 156 133 15 11 52 131 42 1374 48 160 13 123 4 484 50 48 403 160 2 1213 42 160 15
split_gain=13.3641 5.27771 3.8548 3.31827 3.7374 3.27541 3.16711 3.37445 2.84891 2.64713 3.15753 2.46101 2.21688 2.27519 2.10741 1.93722 2.24826 1.79993 1.74111 1.6991 1.68676 1.94638 1.53199 1.33873 2.30199 1.56465 1.55513 1.82224 2.1695 2.12997
threshold=0.10420500000000001 1.0000000180025095e-35 0.084155000000000021 -0.115685 0.084925000000000014 -0.041094999999999993 0.11551000000000002 0.11896500000000002 -0.0023199999999999996 0.035895000000000003 0.08184000000000001 -0.092854999999999979 0.08567000000000001 -0.14127499999999996 0.093750000000000014 0.086065000000000016 0.088785000000000017 0.17936000000000002 -0.088709999999999983 -0.045299999999999993 -1.0000000180025095e-35 0.086210000000000023 0.12862000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10393500000000001 -1.0000000180025095e-35 0.083725000000000008 0.10150000000000002 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 18 -2 7 12 -3 10 17 -6 13 -7 19 -13 -17 -1 -5 -15 -4 -22 -21 -20 -25 26 -26 -28 29 -29
right_child=2 8 20 4 11 6 -8 -9 -10 -11 -12 15 -14 14 -16 16 -18 -19 23 22 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0010053405727967917 0.0015343068881255861 -0.0014344823548793891 -0.0015499328076281954 0.0016843411632816935 -0.0015456630995138811 -0.001024448653014706 -0.0018087188841260356 -0.0017196396123715487 0.001008834573791403 -0.0012474853897654883 -0.0012914759275652473 0.00040305855655821312 -0.0011375084559980804 0.00017448461788402721 -0.001047599179848405 -0.0018296567738932332 4.5834717109831242e-05 -0.00066229884710166244 -0.0015766645611876181 0.0016412210048180722 -0.00037017047044460332 0.0013019860617239289 -0.00014333566403804769 -0.0015826653865022037 -0.0016612590324628538 -0.0017083414254296166 -0.00094752287122007439 -0.00035943860430920631 -0.0016856374415677245 0.0011408635710056471
leaf_weight=7.6110739428550023 7.6698112096637514 1.5588393639773128 2.5740202981978664 0.56544656679034133 3.6856603976339128 1.6079679131507969 1.7105450220406044 1.6923643704503764 6.4172954428941003 4.5574184060096732 2.9059442933648816 9.3447738979011792 1.6539964545518149 3.6337270736694505 1.236234489828347 2.8598495088517657 4.0709797292947769 2.1904996316879988 16.272129353135824 10.953129811212412 12.619928911328314 2.1395820435136566 1.4292280487716187 14.66129253990948 3.8044870169833329 4.5446719834581009 14.552577128633859 7.0017176736146194 1.9452322516590346 3.8567455541342497
leaf_count=75 246 29 50 6 73 13 26 40 90 105 71 84 20 53 15 29 26 31 837 219 152 32 14 628 181 165 317 149 80 54
internal_value=0 -0.000739739 0.000275349 -0.000836819 -0.000965428 0.000612454 0.000316832 0.00048056 0.000531318 -0.000187508 0.000192642 -0.000349489 0.00066207 0.000819888 0.000991785 -7.86121e-05 -0.000728044 0.000632649 -0.00114838 0.0011492 -0.00033896 -0.00012777 0.00143524 -0.00117241 -0.00104181 -0.000819724 -0.000690123 -0.000555065 -0.000109002 0.000173444
internal_weight=0 112.407 48.9205 104.43 87.1656 31.587 23.9172 22.2066 7.97613 17.2649 12.7075 19.9613 20.5143 18.8603 17.2523 16.2756 6.93083 9.80157 67.2043 16.0161 17.3335 14.7595 12.3824 66.6389 50.3667 35.7054 31.1608 27.3563 12.8037 10.8585
internal_count=3910 3030 880 2911 2629 646 400 374 119 282 177 212 334 314 301 139 55 106 2417 286 234 184 233 2411 1574 946 781 600 283 203
is_linear=0
shrinkage=0.00162114


Tree=206
num_leaves=31
num_cat=0
split_feature=12 4 1 3 3 3 39 48 124 457 457 51 11 41 51 474 15 457 15 16 16 3 41 43 47 376 1 4 1 15
split_gain=19.1776 8.11548 6.10854 4.54375 4.7177 4.31648 3.26957 2.93645 2.85298 2.84086 2.70642 2.38684 2.30193 2.3528 2.20637 2.61131 1.85048 1.92348 1.82696 1.69235 2.03825 1.65963 1.73996 1.56377 1.4666 1.46095 1.48067 1.52138 1.98245 1.94201
threshold=0.080120000000000011 0.28937500000000005 0.10113500000000002 0.090325000000000003 0.16699000000000003 0.097615000000000021 0.14706500000000003 0.12675000000000003 -0.25305999999999995 0.092565000000000022 0.081330000000000013 -0.24460499999999999 0.087830000000000005 0.081670000000000006 -0.10145999999999998 0.084655000000000022 0.014775000000000002 0.088850000000000026 0.079360000000000014 -0.17157499999999998 -0.38486499999999996 -0.15002999999999997 0.077550000000000022 -0.071214999999999987 0.10280000000000002 0.048695000000000009 0.077800000000000022 0.0057500000000000008 0.088385000000000005 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 14 11 7 6 10 9 -6 -5 19 -4 -3 -14 -1 18 17 -12 21 20 -2 -16 25 -22 -13 26 -23 28 -28 -29
right_child=1 12 3 4 8 -7 -8 -9 -10 -11 16 24 13 -15 15 -17 -18 -19 -20 -21 23 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0013737390992291129 -0.0012071781942861498 0.0017190214142993336 -0.00085926043543899458 -0.00036653560036550636 -0.0014881687968466644 0.00047028017472745424 0.0017278580734123835 -0.0014515899085070381 0.0014281774996649727 0.0017273655970196115 0.00020511056383850621 0.0016795802181464019 0.0010550002419860457 -0.0013128586514885327 0.00081199353957650425 0.0010110533219520644 0.0012461784130958821 -0.0017203531418915475 -0.0017396663951162797 -0.0013015946546487791 0.0010351660893385397 -0.0014039278262088244 -0.0017490868236540078 -0.00075050753033647371 0.00027220452697000058 0.00065574602772239569 0.00019873931770728639 -0.00042361957924300981 -0.0013312967594888128 0.001438165896407435
leaf_weight=4.2838857397437087 7.127200186252594 3.28005077689886 1.2391241677105416 7.4875057451427001 0.97412910312414158 4.7830101512372485 1.0457927957177151 4.6598507501184931 7.6330023352056724 2.1471967920660973 3.0238922908902159 12.277770129963754 2.2895291298627853 2.0468684770166874 3.5623003207147148 4.3395881094038478 1.7653796449303625 2.3939026203006506 2.1692368630319825 71.369372725486755 2.478354575112462 3.2405108604580297 2.1226403992623082 2.5754993017762882 2.2575153037905684 3.952252645045518 4.0443530865013582 3.1382252164185047 4.7332647405564785 2.6708529591560355
leaf_count=91 117 50 10 68 7 33 17 43 157 31 42 277 31 18 27 40 14 62 37 2398 19 52 39 30 27 46 34 25 50 18
internal_value=0 -0.000890203 0.000166227 0.000615968 0.000159463 -0.001016 -0.00109345 -0.000405723 0.00109811 0.000100113 -0.00112597 0.00127873 0.000704617 -6.26776e-05 -0.000288441 -0.000151589 -0.000180721 -0.000645673 -0.000321848 -0.00120724 -0.000654395 -0.000209864 -0.000362158 0.000125167 0.001461 -0.000226987 -0.000422687 -0.0002047 -0.000626321 0.000432378
internal_weight=0 104.179 76.9332 38.6761 22.9017 96.5624 91.7794 14.2946 8.60713 9.6347 90.7336 15.7744 7.61645 4.3364 38.2571 33.9732 7.18317 5.41779 29.6336 83.5504 12.1811 27.4644 23.9021 5.05385 14.5353 21.7795 17.8272 14.5867 8.77762 5.80908
internal_count=3910 2831 1079 620 306 2732 2699 142 164 99 2682 314 99 49 459 368 118 104 328 2564 166 291 264 49 304 225 179 127 84 43
is_linear=0
shrinkage=0.00160478


Tree=207
num_leaves=31
num_cat=0
split_feature=1 123 47 3 0 52 52 13 15 11 49 15 133 2 480 123 15 133 49 47 0 51 1 0 1 43 4 43 4 12
split_gain=14.5617 5.23904 4.53965 3.82998 4.0699 3.37835 3.19517 2.99312 2.98164 3.2495 2.76636 2.49512 2.38163 2.07884 1.9798 1.84216 1.71772 1.69084 1.55697 1.35631 1.45886 1.28196 1.76418 1.35787 1.27191 2.0408 2.0626 1.2477 1.28475 1.21171
threshold=0.10398500000000001 1.0000000180025095e-35 0.084155000000000021 -0.11266 -0.10071499999999999 -0.24456499999999998 0.13709500000000002 -0.14819499999999997 0.079360000000000014 0.08184000000000001 -0.085974999999999982 -0.10312999999999999 -0.0023199999999999996 0.11500500000000001 0.086640000000000009 -0.041524999999999992 -0.24219999999999997 0.024320000000000005 -0.47013499999999991 0.078345000000000012 -0.23029999999999998 0.08955500000000001 0.085990000000000011 -0.18087499999999998 0.13702500000000004 -0.024279999999999996 0.074650000000000008 -0.028814999999999997 -0.06272999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 10 -2 14 -6 9 17 -5 19 -3 -8 29 -9 -4 27 -17 20 -12 22 23 -13 25 26 -18 -1 -29 -7
right_child=2 12 16 4 7 6 13 15 -10 -11 11 21 -14 -15 -16 18 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020442939698007527 -0.0010746832076491922 -0.001581043338192668 0.0016655628005869674 -0.0019584923728977912 0.00024961498899816028 0.0019719490688374676 -0.0017198915447152318 0.0019967611899552023 -0.0016589882264542929 -0.00152687110078777 0.001713905505016506 -0.0014613240191986756 0.0011090588500674351 0.00084376006559640172 -0.0013011691637523437 0.00091938331445282312 -0.00091698255823606718 -0.00064355245073958816 -0.0015470414956830212 -0.0019878334713210703 -0.00097976505059281537 -0.00080302467044991981 0.0014267773755796817 0.00054218521414912241 0.00046258122368609552 -0.0015541973925204237 0.0013410746532791645 -0.00025709491292616411 0.0015424813259756961 0.0010698735261474917
leaf_weight=3.0641435254365197 3.0743562476709476 1.4093844853341577 1.3172310199588562 3.6658017337322262 3.7694318890571585 7.8008199166506591 2.2836541607975951 0.53295889124274154 3.727454235777258 2.9528336990624657 0.92821527272462878 1.7996461559087062 6.5159626360982648 2.1737250685691833 1.0222327131777991 0.9156964123249044 3.6850226167589426 2.6016173623502246 56.728556120768189 3.1988775059580803 2.9826531317085072 2.8945421036332855 4.8792337700724602 3.5219676811247984 3.3591600134968749 6.6301449555903655 2.3215962015092373 3.0885640047490588 2.55001589469612 15.98844342492521
leaf_count=31 68 29 18 52 26 248 35 5 102 70 6 21 88 28 11 6 78 39 2259 52 69 27 34 54 36 76 26 27 26 263
internal_value=0 -0.000839832 0.00038139 -0.000952105 -0.00111711 0.000796483 0.000993028 -0.00137077 -0.000164772 0.000225882 -0.000458835 -0.000186753 0.000630671 -0.000469678 0.0012558 -0.00147576 -0.000394059 0.000683722 -0.00150786 -0.00108165 -0.000340443 0.000299104 0.000611839 -0.000135355 -0.000563665 -0.000836466 -4.42292e-05 0.0010805 0.000556753 0.00136568
internal_weight=0 111.728 49.6564 103.802 85.8176 32.3432 29.2689 61.9466 17.9846 14.2572 23.8709 20.2051 7.92535 4.45738 24.8115 58.1772 17.3132 11.3043 57.6443 7.10975 3.91087 13.0954 10.2008 5.32161 15.9959 12.6368 6.00662 8.70272 5.63858 23.7893
internal_count=3910 3023 887 2906 2611 653 585 2296 295 193 315 263 117 63 522 2270 234 123 2265 127 75 136 109 75 216 180 104 84 53 511
is_linear=0
shrinkage=0.0018764


Tree=208
num_leaves=31
num_cat=0
split_feature=1 50 52 0 484 42 51 42 0 0 49 1456 2 43 43 50 474 133 48 42 44 48 50 376 393 42 1212 123 3 12
split_gain=4.10282 2.13214 2.05187 1.99704 1.74181 1.83896 1.84068 1.71136 1.9375 1.6786 2.09903 1.67553 1.65576 1.64427 2.41479 1.53961 1.51914 1.43955 1.40927 1.58282 1.89227 1.90647 1.91974 1.39311 1.546 1.51314 1.38492 1.37601 1.35518 1.3419
threshold=0.10113500000000002 0.088425000000000017 -0.42985499999999993 1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 -0.10748999999999999 0.092145000000000019 -0.074249999999999997 -0.10071499999999999 -0.085974999999999982 -1.0000000180025095e-35 0.15514500000000001 -0.076484999999999984 0.070805000000000021 0.086210000000000023 0.084655000000000022 -0.26719999999999994 0.12738500000000003 -1.0000000180025095e-35 0.086480000000000015 -0.088799999999999976 0.11901000000000002 0.08801500000000001 1.0000000180025095e-35 -0.088669999999999985 -0.50114499999999984 0.11662000000000002 0.10223 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 11 28 15 -7 8 9 10 -8 -4 17 -10 -15 23 -12 -13 19 -19 21 -21 29 24 -6 -26 -3 -28 -1 -23
right_child=2 26 3 -5 5 6 7 -9 13 -11 16 12 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0027981618458841734 -0.0027610741647939646 0.0026386276365913167 -0.0026896266538265017 0.0024739555458542979 -0.0026151128092022661 -0.0028006158065335737 -0.002268054683917357 -0.001365344641028625 0.0025671522100951662 -0.0011470640066145502 0.00031811482630145481 -0.0028098681358472606 0.0028102804192093613 -0.0020332282397707265 0.001639561500049282 0.0027392757559378091 0.0030865250839650364 -0.00082453667802370257 -0.0010930963851425138 -0.0016053176959147091 -0.0026353728370266693 0.0023320562088188211 -0.0020721225066815023 0.0020978064947541641 0.0011034592664784723 -0.0024867365182365004 -0.0027797576889941542 0.0032845157484587399 0.0030659487932087732 0.00052106080976673929
leaf_weight=3.839493404608219 1.5288408352062095 0.40435676462948311 1.3739110939204717 3.2236729171127072 7.4632526817731506 2.0282751042395821 2.071631613187491 7.1572337783873072 3.6484605139121413 10.190626012627034 11.727806007489557 1.1174374008551335 1.9070766996592272 2.1340707805939072 3.4119268320500851 0.60664218617603261 1.6593984207138408 4.5187082290649512 4.2826516833156338 1.6119941733777654 1.0047494042664755 9.4933929052203734 1.0301014008000482 0.67246352136135179 2.0068714250810449 1.5078442133963106 6.4456499633379272 0.28661514818668354 0.31255317293107499 4.3875787286087862
leaf_count=346 115 9 42 133 602 118 40 316 57 522 132 24 98 41 30 13 20 70 71 25 13 298 24 8 29 90 545 2 3 74
internal_value=0 -0.000829311 0.000307953 0.000446153 -0.00066401 -0.000539144 -0.000280873 -0.000159192 8.85622e-05 -0.00029378 0.000268713 0.000233414 0.000370228 0.00115517 0.000226291 -0.0014669 0.000661271 0.000200685 0.000328456 0.0006046 0.000973035 0.00119246 0.00149492 -0.00168592 -0.00191769 -0.000436767 -0.00222921 -0.00252158 -0.00235673 0.00175963
internal_weight=0 67.5752 35.4801 33.9513 60.4385 56.2865 44.0294 42.0012 34.8439 25.6495 15.4588 30.7276 29.3537 9.19446 5.546 12.2571 13.3872 27.4466 26.3292 22.0465 17.5278 16.5231 14.9111 11.6504 10.978 3.51472 7.13662 6.73227 4.15205 13.881
internal_count=3910 2923 987 872 2367 2018 1276 1158 842 714 192 739 697 128 71 742 152 599 575 504 434 421 396 729 721 119 556 547 349 372
is_linear=0
shrinkage=0.00270814


Tree=209
num_leaves=31
num_cat=0
split_feature=123 1213 484 1 475 52 403 52 133 150 13 48 12 1 52 148 128 151 3 2 4 51 0 4 2 4 16 47 48 3
split_gain=3.60592 2.64065 2.98946 2.85199 2.02615 1.94091 1.94586 2.51537 1.86419 1.75489 1.55783 1.55532 1.91062 2.09664 1.44529 1.76625 1.40991 1.33143 1.22396 1.28607 1.71338 1.95662 1.96613 1.49635 2.145 1.84809 1.50585 1.25497 1.18357 1.1294
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 0.12864500000000004 -0.086004999999999984 0.18936500000000003 -0.084084999999999979 -0.42035499999999998 -0.0023199999999999996 0.097030000000000019 0.26857000000000003 0.11930500000000001 0.11655500000000001 0.10386500000000001 0.098910000000000012 -0.07990499999999999 0.086435000000000012 0.063570000000000015 -0.11266 0.10705000000000002 0.0057500000000000008 0.089355000000000004 -0.23029999999999998 -0.076329999999999995 0.099015000000000006 -0.49837999999999999 -0.19424999999999998 0.081905000000000019 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 5 -1 6 -4 -8 -2 -3 28 12 13 16 15 -15 18 -5 -9 20 21 22 -20 25 -25 -24 -27 -22 -10 -28
right_child=8 2 3 17 -6 -7 7 11 10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 27 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=0.0040410220157440658 -0.0020578925777798413 -0.0031146895522159135 -0.0028768905290778653 0.0022782756474870052 -0.0034738585762605044 -0.002541041280610308 -0.0028766312194178248 0.0013083921836912424 -0.0006997196261719729 0.0015959613332913779 -0.0034400883494346648 -0.0024670031024221378 -0.0030775873753238038 -0.0024094083865376947 -0.0017317045100464789 0.0027297505695315278 -0.0035968459392486255 -0.0025372582082327541 0.0033352403678402983 -0.0034283188170866133 0.0020854549330642045 -0.0039696446400117064 -0.0038345830585250805 -0.0022313684301038597 0.0034046271667891653 -0.0035016368731766827 0.00043358852321566366 -0.0011471382140169355 0.0031179922622774085 0.0033274205101507821
leaf_weight=0.46557188034057606 1.5113512342795719 7.505815184209494 3.5929557662457219 6.2312707593664518 5.8053687615320078 5.5532078188844016 4.0680816802196196 6.9877377324737457 1.1486971331760276 1.0877268612384794 0.56139879301190365 3.0202834345400325 2.1854985859245053 0.89818826783448358 1.3036162480711926 7.6119294036179772 1.3568054474890221 0.77559242397546757 1.6283972114324523 1.5005949162878085 5.7216642028652123 1.9295221925713111 1.1130849877372382 7.9475749339908699 0.90344497468322504 0.8239631950855254 4.6229609572328618 1.9292046735063193 6.4714348493143907 2.4943172559142104
leaf_count=4 43 547 379 191 584 323 294 104 31 19 7 49 47 20 26 165 78 16 14 38 75 41 37 309 16 6 139 28 253 27
internal_value=0 -0.000747412 -0.000583164 -0.000359028 -0.00291593 -0.000578461 -0.000401649 -0.000248438 0.00147868 -0.00251844 0.00213198 -5.03657e-05 9.28671e-05 0.000234934 0.00166675 0.00218735 -0.000125738 0.00174524 -4.90268e-07 -0.00029924 -0.000137961 -0.000639969 -0.000311067 -0.00064268 -0.00165609 0.000347974 0.000934222 0.00127034 0.00254249 0.00144776
internal_weight=0 89.0644 82.7934 74.1999 6.27094 67.193 61.6398 58.0469 9.69288 8.59354 8.18153 53.9788 50.9585 48.773 9.81373 8.51012 38.9593 7.00686 37.6025 30.6147 29.1141 21.4633 19.5337 17.9053 8.85102 9.05433 7.94124 7.65087 7.62013 7.11728
internal_count=3910 3576 2988 2422 588 2215 1892 1513 334 566 291 1219 1170 1123 211 185 912 207 834 730 692 589 548 534 325 209 172 103 284 166
is_linear=0
shrinkage=0.003466


Tree=210
num_leaves=31
num_cat=0
split_feature=4 12 48 15 3 49 9 147 14 14 51 15 4 1373 52 403 402 484 52 9 1 4 151 1 4 0 453 1213 52 52
split_gain=3.28056 2.5176 1.97783 1.81102 1.61379 1.75899 1.4444 1.50122 1.47433 1.40526 1.39066 1.4414 1.80368 1.77065 1.21989 1.21293 1.54065 1.19738 1.07489 1.15847 1.10923 2.83496 1.27767 1.05953 1.06681 1.25523 1.03843 0.983578 1.15813 1.86495
threshold=0.28937500000000005 0.084100000000000022 0.11930500000000001 0.085450000000000012 0.10666500000000002 -0.062504999999999991 -0.016839999999999997 0.088565000000000019 0.077685000000000018 -0.46879999999999994 -0.40274499999999996 -0.095799999999999982 -0.48072499999999996 0.089210000000000025 -0.048794999999999991 -1.0000000180025095e-35 -0.50199999999999989 -1.0000000180025095e-35 0.17829500000000004 0.084755000000000011 0.076710000000000014 -0.082509999999999986 0.058495000000000012 0.085110000000000005 0.00046500000000000008 -0.10462499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.40891499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 6 5 14 -1 8 10 -2 -8 23 -13 18 -3 -7 -17 -18 19 20 21 -14 -22 -12 -25 -26 -11 -19 -29 -30
right_child=2 4 -4 -5 -6 15 7 -9 -10 26 11 12 13 -15 -16 16 17 27 -20 -21 22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0038815308130107978 -0.00075342659569814822 0.0015087657506416053 -0.0019201661034484398 -0.0024122424185929786 0.001005812708003577 -0.0032190038247006821 -0.0037438105626902093 0.0035042165970822388 -0.0036967939866483679 0.0028218245932548677 -0.0034882605913592467 -0.0019250342729447592 0.0036982922825250959 -0.0032869381871970449 -0.0012146793073382119 0.0068177431514420709 -0.0034535725999846958 -0.0034465744663411376 -0.0016189346975647027 -0.0022824328340089071 0.0027122887951207572 -0.0017346771513727362 -0.00028497561728082533 0.0010960484945743048 -0.0024028195420058322 0.001251685612321187 -0.001929030993233281 -0.0034144797538201602 0.0048435848508278541 -0.00099901965335176448
leaf_weight=1.114516258239745 1.925686987582593 3.3037961609661579 1.9292697682976712 3.5986123592592767 3.1967613473534575 5.9269471154548254 1.1049263775348581 1.3267547814175475 1.2901226268149901 7.1204007077030829 1.5854343492537655 2.8521597264334515 1.7283725296147165 1.0639768755063403 4.3347299206070593 0.24997717142105713 3.4492628141306438 2.2103780750185384 1.4310896433889855 0.90865271631628175 9.5204353146254999 2.986945888958906 1.9539927579462517 3.0993120055645687 3.8762094303965555 1.4806402036920201 0.56616218760609616 2.1386222387664153 0.64688689773903618 16.712592245545196
leaf_count=51 55 64 38 137 31 777 23 30 31 325 87 82 36 18 109 1 373 217 24 31 153 121 32 44 50 22 8 237 10 693
internal_value=0 -0.000721411 0.00119958 -0.00012482 -0.00130035 -0.00148951 9.57257e-05 -2.08016e-05 -0.000154876 0.00182574 -1.88474e-05 0.000107843 0.000583519 0.000948682 -3.67417e-05 -0.00184366 -0.00152282 -0.0016057 0.00119189 0.00142715 0.00163535 0.000256746 0.00220188 -0.000955421 -0.000480542 -0.00139271 0.0024719 -0.00131209 -0.00107012 -0.0007813
internal_weight=0 83.0921 11.5415 40.9222 42.17 38.9732 37.3235 36.209 34.8823 9.61225 33.5921 32.4872 22.4456 19.5935 7.63853 31.3347 25.4077 25.1577 18.5295 17.0984 16.1897 4.71532 11.4744 10.0416 8.45616 5.35685 7.68656 21.7085 19.4981 17.3595
internal_count=3910 3484 426 972 2512 2481 835 784 754 388 723 700 497 415 173 2308 1531 1530 397 373 342 157 185 203 116 72 333 1157 940 703
is_linear=0
shrinkage=0.0033763


Tree=211
num_leaves=31
num_cat=0
split_feature=123 484 1213 1 51 475 1429 403 52 375 14 42 15 15 1365 150 52 158 1374 1 48 401 43 457 52 52 133 2 12 13
split_gain=2.96338 2.25265 2.52364 2.49741 2.07984 1.78797 1.66562 1.75036 1.68438 1.55159 1.54202 1.49905 1.81809 2.31851 1.4994 1.48963 1.46899 1.56171 1.44404 1.63914 1.76636 1.2052 1.12807 1.10347 1.09896 1.38961 1.19538 1.23382 1.40795 1.70275
threshold=1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.13562500000000002 -0.40274499999999996 -0.086004999999999984 -1.0000000180025095e-35 -0.084084999999999979 0.18936500000000003 -1.0000000180025095e-35 0.088250000000000009 -0.11145999999999999 -0.26361999999999991 -0.19153499999999998 1.0000000180025095e-35 0.097030000000000019 -0.42985499999999993 0.11034000000000001 0.087785000000000016 0.10386500000000001 0.12862000000000004 0.084260000000000015 -0.58286499999999986 -0.098834999999999992 0.14114500000000005 0.11588000000000002 -0.21767499999999998 0.086545000000000025 0.10257000000000001 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 5 6 -5 -3 -4 -8 11 -2 21 -9 -13 -14 16 23 -15 18 19 24 -21 -11 -10 -1 25 26 -18 -28 29 -29
right_child=9 2 3 4 -6 -7 7 8 22 10 -12 12 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0023270623068380241 -0.0038245912349038859 0.0038400347441474168 -0.003499816593957259 -0.0037895817135102511 0.0031003461971867634 -0.0033418518841842617 -0.0027296907015073768 -0.0027729685538239717 0.0051955684505926268 0.0025549563508578703 -0.0037944728964594576 0.002925004365259509 -0.0034792855499010088 -0.0023612323811945369 -0.0032785617510664991 0.0013651854638539762 -0.0031405329362499323 -0.0035230471298255523 -0.0029403609294692237 0.0026297738008658387 -0.0015456237450068731 -0.0022120696522570961 -0.0024498539313987013 -0.0033059577254668905 0.0032354350988534415 -0.003961561437127629 -0.00050677128686404775 0.0033496639270222299 -0.0022082399092331344 0.0006361867113579186
leaf_weight=0.41897807968780387 0.60039601102471252 0.42707934975624073 1.9868749580346037 0.57121967896819104 3.709149424917995 4.7185389585793009 3.3738016127608708 2.2240711748599997 0.22840848565101612 7.0725312833674234 0.52640449814498413 2.3638930916786114 2.182846968062214 2.4562592715956262 1.4707451323047269 1.0411217138171194 1.1646443433128322 1.1691953353583802 1.4022857449017454 6.5552938668988636 1.3868331275880335 0.65464059822261322 4.8013749178498975 6.3100938559509805 1.2973331101238716 0.93322953907772799 11.984676276799307 3.2482774015516016 1.5243930527940381 13.353539163712419
leaf_count=6 8 4 142 7 153 557 400 98 1 304 7 77 51 170 44 19 102 48 41 141 19 15 290 568 9 15 285 31 28 270
internal_value=0 -0.000654094 -0.000474549 -0.000306123 0.00218088 -0.00274577 -0.000469625 -0.000374243 -0.000241236 0.00139239 0.00177189 -7.01282e-05 4.43872e-05 -9.14503e-05 6.27861e-05 -0.00237634 0.000168524 0.000309682 0.00041426 0.000527754 0.00190068 0.0021511 -0.00210267 -0.00295522 0.000202323 8.01526e-05 0.000200753 0.000329989 0.000883238 0.0011671
internal_weight=0 82.3042 74.534 69.3883 4.28037 5.14562 65.108 63.1211 59.7473 8.85397 8.25358 54.7175 52.4934 50.1296 47.9467 7.77019 46.476 44.0197 42.8505 41.4482 7.94213 7.72717 5.02978 6.72907 33.5061 32.2088 31.2755 30.1109 18.1262 16.6018
internal_count=3910 3576 2983 2422 160 561 2262 2120 1720 334 326 1429 1331 1254 1203 593 1159 989 941 900 160 319 291 574 740 731 716 614 329 301
is_linear=0
shrinkage=0.00336122


Tree=212
num_leaves=31
num_cat=0
split_feature=4 403 1456 11 480 1213 376 12 150 132 15 48 52 484 1 48 43 13 4 160 1374 0 4 16 376 151 151 151 457 51
split_gain=2.61901 2.01076 2.07607 2.62375 2.15089 2.15477 1.61873 1.52641 1.78107 1.4801 1.47155 1.76793 1.992 1.45781 1.41439 1.51839 1.47471 1.90408 1.45337 1.4978 1.63721 1.68033 1.43779 1.33622 1.27869 1.13563 1.11765 1.11488 1.10752 1.23123
threshold=0.27020000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082245000000000013 0.08456000000000001 -1.0000000180025095e-35 0.048375000000000008 -0.036459999999999992 0.081245000000000026 -1.0000000180025095e-35 -0.11739999999999999 0.09227500000000001 -0.42985499999999993 0.073820000000000011 0.10420500000000001 -0.088799999999999976 -0.15648499999999999 0.17936000000000002 -0.49269499999999994 0.098455000000000015 -0.094679999999999986 -0.23029999999999998 -0.076329999999999995 0.15737500000000001 0.11605500000000001 -0.035524999999999994 -0.08514999999999999 -0.0095999999999999992 -0.066264999999999991 0.08482000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 25 4 5 -4 9 -2 27 -7 -11 12 -12 26 16 -16 17 -14 -18 20 -20 -22 -23 -19 -8 -3 -1 -9 -24 -30
right_child=7 2 3 -5 -6 6 24 8 -10 10 11 -13 14 -15 15 -17 18 23 19 -21 21 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0016079405543156034 0.0027577648015796614 0.00050605530112604851 -0.0029511248094760338 -0.0028659981828584209 -0.0029861368878934245 -0.0030777979038816368 0.0025969967092085169 -0.002694133871319746 0.0027548563592796563 -0.0018126640861036282 -0.0029842709323317671 0.001384292184426694 0.0034392454907983048 0.00050000784805620687 -0.0027880528225355237 0.0017699031446994711 -0.0033813742350838078 -0.0030048751311872106 -0.0034531415704844373 -0.0023000705508749624 0.003205076008796113 0.00089526996063984379 -0.0030663593359826578 0.0025893687462236487 -0.00092022804209362626 -0.0030203170176541613 -0.0029492144977529551 0.00020425682485889312 -0.0006871088248211225 0.0026684929560918153
leaf_weight=0.48819571454077948 2.8023355226032427 0.96570345619693387 2.0396521640941492 3.0976482937112442 2.1365968652535221 1.3347687018103886 3.4510425329208365 1.3760113632306445 1.9614444533362982 3.4572451119311074 1.9198110830038704 7.9442115770652881 1.9513953952118748 1.6046818629838524 0.68481679260730732 5.6605828707106403 1.345301187597207 0.93979633273556806 1.1245571286417675 2.7820233996026209 1.3854369167238463 7.7045260104350772 1.4525672285817712 0.57538910955190659 1.1524936407804487 3.6426474803593001 5.7243120158091179 5.7229933561757198 10.000647934153681 1.0058984537608928
leaf_count=12 210 39 231 148 198 109 114 28 75 106 172 158 25 61 7 110 40 44 40 100 13 150 99 6 17 284 821 159 302 32
internal_value=0 -0.000568181 -0.000407995 -0.00027128 -0.00013743 -3.23309e-05 7.4221e-05 0.000893001 0.000316243 -7.32387e-05 7.07481e-06 0.000142438 -0.000113592 -0.00195657 3.6933e-05 0.00127799 -0.000223247 0.00155117 -0.00045276 -0.000297986 -5.23334e-05 0.000125141 -8.64806e-05 -0.00088047 0.00171646 -0.00228135 -0.0025911 -0.000357543 -0.00069358 -0.000380437
internal_weight=0 75.5719 67.7548 63.1464 60.0488 57.9122 55.8725 11.8628 9.06045 51.269 49.9342 46.477 38.5327 7.81719 36.6129 6.3454 30.2675 3.46658 26.801 25.4557 22.6736 21.5491 20.1636 1.51519 4.60354 4.60835 6.21251 7.099 12.4591 11.0065
internal_count=3910 3438 2544 2221 2073 1875 1644 472 262 1513 1404 1298 1140 894 968 117 851 75 776 736 636 596 583 50 131 323 833 187 433 334
is_linear=0
shrinkage=0.00289113


Tree=213
num_leaves=31
num_cat=0
split_feature=4 12 48 9 151 50 39 3 3 13 2 0 52 3 453 16 457 47 15 457 2 1 16 156 457 51 3 11 15 2
split_gain=9.25238 4.74893 3.01858 2.53503 2.27735 2.22043 2.17684 2.11035 2.15848 2.13822 1.94019 1.86398 1.70875 1.63707 1.6012 1.5547 1.36629 1.33478 1.26863 1.34402 1.20736 1.08229 1.90579 0.990494 0.811228 0.864925 0.756852 1.3721 1.63895 1.02263
threshold=0.28937500000000005 0.051320000000000005 0.11930500000000001 -0.016839999999999997 -0.086769999999999986 0.11901000000000002 0.14706500000000003 0.24227500000000002 -0.016619999999999996 0.17936000000000002 0.092340000000000019 -0.12329499999999999 -0.0093349999999999978 0.097615000000000021 1.0000000180025095e-35 -0.0078249999999999986 0.081330000000000013 0.14097000000000001 0.014775000000000002 0.087195000000000009 0.096750000000000017 0.11198000000000001 -0.53943499999999989 0.082150000000000015 -0.066264999999999991 0.08955500000000001 -0.10628499999999998 0.08184000000000001 0.079360000000000014 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 10 14 13 8 9 20 -5 15 -9 16 21 23 26 -13 19 -18 -6 22 -2 24 -10 -26 27 28 -3 -30
right_child=2 6 -4 4 7 -7 -8 12 11 -11 -12 17 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0017639155661914817 0.002090623059786449 -4.6576143578761377e-05 -0.0012803807292196428 -0.00053575288461619075 -9.5735555661239112e-05 -0.0012695828838816608 0.0020326622439093551 0.0020521861361441473 -0.0019634612122814005 -0.0012283381900527351 0.0019696716298406541 -0.001840596122353319 -0.00053310202686209754 -0.00019835958521354343 -0.0014137823323941269 0.00051935550329969792 1.7960774209967919e-05 0.00020109508573827104 0.00096491396411026316 -0.0019303193081324182 0.0019800324148963253 0.0020165785520970063 -0.00060143074676819537 -0.0022391922908279816 5.2793684021928252e-05 -0.0012067398143176269 -0.0016191213232855325 -0.0020663628056901318 -0.0020139090750698457 0.00037237817572482242
leaf_weight=1.6743295919150103 1.927861803211272 5.7082416405901224 2.7846833989024153 2.5482870060950509 2.2361971130594567 1.4761802330613125 0.71268696524202724 1.6413719784468415 1.7633695229887951 3.1408820673823357 2.1551216309890151 13.947796097025281 2.3465069066733113 4.216090276837348 0.77591815218329507 3.1246750550344577 2.4305352456867686 1.3245127573609341 1.5021802745759485 2.9746742974966764 2.0099915703758597 5.8704230654984713 2.0495595689862931 2.0790381338447324 4.5909189116209728 3.735428873449564 58.064133712090559 4.1659204335883251 3.8776608444750309 0.8222825452685355
leaf_count=57 53 76 38 33 33 18 19 47 18 41 47 220 32 34 8 39 33 9 15 72 38 281 28 31 44 36 2265 135 103 7
internal_value=0 -0.00107185 0.000544143 -0.000585861 -0.000670209 0.000964039 -0.00134984 -0.000814028 -0.000955354 -1.24949e-05 0.000612243 -0.00118322 0.000530977 -0.00137862 0.0012744 -0.000703582 -0.00144117 -0.00166353 -0.00061513 -0.00105425 0.000886858 0.00148621 0.000703412 -0.00101761 -0.000765891 -0.000512268 -0.00151972 -0.00112372 -0.000746424 -0.00159641
internal_weight=0 132.793 14.8846 48.3184 46.6441 12.0999 84.4744 41.9407 37.9528 7.38707 4.70341 30.5657 3.98788 83.7617 10.6238 15.2934 79.5456 15.2723 6.90739 5.40521 4.24619 9.84784 3.97742 12.1688 10.0897 8.32635 72.6382 14.5741 10.4082 4.69994
internal_count=3910 3484 426 725 668 388 2759 588 509 112 80 397 79 2740 370 168 2706 229 120 105 71 362 81 129 98 80 2586 321 186 110
is_linear=0
shrinkage=0.00194363


Tree=214
num_leaves=31
num_cat=0
split_feature=1 159 1426 4 14 3 3 2 13 1429 0 52 2 133 16 16 160 42 49 0 12 42 40 13 51 160 403 12 402 15
split_gain=2.40831 1.80908 1.65558 1.72416 1.50093 2.08537 1.81532 1.47095 1.18333 1.16424 1.32011 1.16199 1.19345 1.08657 1.14898 1.28564 2.04317 1.24876 1.362 1.50808 1.57716 1.33054 1.12178 1.14013 1.27404 1.04617 1.47494 1.39868 1.75259 1.48669
threshold=0.10113500000000002 -0.034019999999999988 -1.0000000180025095e-35 0.50657000000000008 0.077685000000000018 -0.11266 -0.040669999999999991 0.14808000000000002 0.17936000000000002 0.079110000000000014 0.14676000000000003 -0.087094999999999992 0.10869000000000002 -0.26719999999999994 0.041215000000000009 -0.010344999999999998 -1.0000000180025095e-35 -0.13165499999999997 -0.045004999999999996 -0.19631499999999999 0.092720000000000011 1.0000000180025095e-35 0.057150000000000006 -0.0024749999999999993 -0.42891999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094045000000000004 -0.47918499999999992 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 5 8 25 13 -3 10 11 -8 -13 -4 15 16 -15 -18 -19 -20 -21 -22 23 24 -16 -7 -27 29 -29 -28
right_child=2 4 3 -5 -6 6 9 -9 -10 -11 -12 12 -14 14 22 -17 17 18 19 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0030430855591834587 -0.0054411120499321059 0.0016469837954773744 -0.0035875649590557173 0.0027859611625069927 -0.0034875200505683243 -0.0030953609593989523 -0.0025514380776716582 0.0027364541942481281 -0.0011808975151721812 0.0025758727222775042 0.0026009322511485852 0.00011600554971027891 -0.0030804181368476015 -0.0029008701451367462 -0.0034813106628843642 0.0026354849630666126 -0.0037328169342906313 0.002909639556379399 -0.002275203705338335 0.0023581674228929962 0.0016981667650937554 -0.0034194888741551047 0.0029124706931351997 -0.0027800775849738607 0.0019969947730700361 -0.0030715428534190581 -0.001029943349042822 0.0057989514219205437 -0.0034368933553355252 0.0014513355907033523
leaf_weight=3.8624709402211002 0.53854491305537777 6.3035502061247808 0.94006790127606521 3.0395253123715511 2.0294775268994263 3.8275595228187766 2.9065160257741871 2.2032806389033786 2.1909510856494308 1.6008524117059995 1.495833247900008 11.683634446002548 1.441809469833969 2.0993266347795876 0.68033854011446271 2.6366224261000619 0.67131316661835683 2.8160832733847299 1.9864054927602524 3.7963856440037143 1.0066835284233095 1.2529120389372108 0.67029691860079754 3.5374084105715147 1.4834820237010715 3.7080932655371788 8.2575006235856474 0.24487225711345706 2.8904570236336431 3.9092299628537139
leaf_count=410 38 115 26 209 98 412 105 94 56 36 16 167 29 56 28 80 7 89 41 103 25 21 6 107 57 664 422 1 245 147
internal_value=0 -0.000853682 0.000317159 0.00042476 -0.000692576 -0.000580166 -0.000883332 0.000146375 0.0009176 -0.000130049 -0.000377186 -0.000655054 -0.000235117 -9.56653e-05 4.93444e-05 0.000516733 0.000106849 0.00065449 0.000925731 0.000231055 0.00105313 -0.0011395 -0.00114384 -0.00162074 0.000274531 -0.00151428 -0.00119594 -0.000741426 -0.00271556 -0.000232696
internal_weight=0 56.3528 29.3587 28.8201 52.4903 50.4609 41.9664 25.7806 8.4945 19.1286 17.5278 16.032 13.1254 23.5773 22.6373 16.2657 13.6291 11.5298 10.8585 8.04239 6.05598 2.2596 6.37153 5.70123 2.16382 22.8377 19.0102 15.3021 3.13533 12.1667
internal_count=3910 2923 987 949 2513 2415 2244 740 171 353 317 301 196 646 620 422 342 286 279 190 149 46 198 192 85 1891 1479 815 246 569
is_linear=0
shrinkage=0.00331473


Tree=215
num_leaves=31
num_cat=0
split_feature=123 484 1213 1 51 475 133 160 403 156 42 393 48 133 42 157 33 1456 150 16 14 457 1375 38 150 457 48 1213 158 49
split_gain=2.23958 1.92579 2.10647 1.87766 1.75073 1.51695 1.45745 1.38437 1.60161 1.45294 1.51826 1.84992 1.55877 1.651 1.5367 1.42599 1.52683 1.56639 1.33191 1.17318 1.10915 1.05557 1.22844 1.22469 1.22271 1.42175 1.15009 1.17127 1.12348 1.12659
threshold=1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.13562500000000002 -0.40274499999999996 -0.086004999999999984 -0.0023199999999999996 -0.40446999999999994 0.092300000000000007 0.11896500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.11930500000000001 0.10681500000000001 -0.084869999999999987 -0.084354999999999986 -0.007134999999999999 -1.0000000180025095e-35 0.097030000000000019 0.3935300000000001 0.079785000000000009 -0.0034949999999999994 -0.43271999999999994 1.0000000180025095e-35 -0.22988499999999998 -0.23052999999999998 -0.098424999999999985 0.045210000000000007 0.085620000000000016 -0.085974999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 5 7 -5 -3 -2 8 -4 10 11 -9 13 15 -13 -12 -17 -18 -1 -8 21 24 -23 26 -19 -26 -24 28 29 -28
right_child=6 2 3 4 -6 -7 19 9 -10 -11 12 14 -14 -15 -16 16 17 20 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0026932646431613886 -0.0018238389059007031 0.0034606170452657582 -0.0031812718619803684 -0.0034557853908516677 0.0027025240017949925 -0.0030578375158331365 0.0021432757536116297 -0.0023358653075090234 0.0029380568873228615 -0.0032285311368419355 -0.0023489076936666678 0.0017717288268955002 -0.0021231257595754564 -0.0022381223847913263 -0.002307414909021021 -0.0028040002399320088 -0.0029053465147510613 0.0030264032481758987 0.0012178898780656885 -0.0029822392905960201 -0.0022396604254626079 -0.0014577020560570962 -0.0021069572722795939 -0.002012556428784837 0.0019691970781272063 -0.0029730084692831701 0.00013638810292558544 -0.0011185583891440637 -0.0014447154367513439 0.0020032147789397171
leaf_weight=5.8084248886443666 1.2855950873345134 0.37350861728191365 2.9005290535278614 0.51098405942320857 3.2306512780487529 3.9458206361159673 6.0173232308588913 6.1721008168533427 0.47584311850368965 1.5543525870889414 1.7811065264977504 2.5847008842974906 2.9566953838802865 2.4973008993547401 1.3403926864266393 1.3045193646103133 1.178705799859016 0.65392324514687095 0.97131154313683499 0.45939021557569493 1.1715426589362312 1.8202900532633091 0.92050397023559583 1.11650603218004 0.75747051602229509 2.094860694371163 3.6485524820163873 1.6451695743016888 1.1247152881696809 20.166373277548704
leaf_count=574 43 4 252 7 153 557 280 457 14 106 133 56 60 192 104 27 79 12 19 11 28 14 19 26 17 63 66 85 37 415
internal_value=0 -0.000561807 -0.000404995 -0.000263129 0.0018615 -0.00249416 0.0011829 -0.000395919 -0.00231885 -0.000280985 -0.000197587 -0.00128062 4.63025e-05 0.000199457 0.000378729 0.00035402 0.000482047 0.000600143 -0.00213293 0.00177973 0.000717795 0.000819856 0.00100486 0.00116148 -0.000786422 -0.00166055 0.00129032 0.00140795 0.00157461 0.00171721
internal_weight=0 74.7069 67.9271 63.6078 3.74164 4.31933 7.76231 59.8662 3.37637 56.4898 54.9354 10.0972 44.8382 41.8815 3.92509 39.3842 37.6031 36.2986 6.77974 6.47671 35.1199 33.9484 30.4421 28.6218 3.50625 2.85233 27.5053 26.5848 24.9396 23.8149
internal_count=3910 3576 2983 2422 160 561 334 2262 266 1996 1890 617 1273 1213 160 1021 888 861 593 291 782 754 662 648 92 80 622 603 518 481
is_linear=0
shrinkage=0.00309151


Tree=216
num_leaves=31
num_cat=0
split_feature=4 12 151 151 9 3 50 49 132 3 47 52 160 12 39 52 158 3 0 52 0 160 403 4 4 3 129 43 12 403
split_gain=5.44027 3.40221 2.38075 1.90737 1.86473 1.74937 1.67426 1.57078 1.43765 1.48142 1.41168 1.38847 1.45924 1.34509 1.62986 1.33572 1.33518 1.35622 1.64141 1.43326 1.69507 1.32218 1.65808 1.16688 3.68849 1.78688 2.45407 2.31274 2.72303 2.10276
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 -0.086909999999999987 -0.016839999999999997 0.097615000000000021 0.14390500000000003 -0.22390499999999999 0.080815000000000012 0.24227500000000002 0.096475000000000019 -0.08799499999999999 -0.23073999999999997 -0.095029999999999989 0.005105000000000001 -0.0093349999999999978 0.084965000000000027 -0.100615 -0.11287999999999999 -0.15154999999999999 -0.060094999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08422499999999998 -0.084009999999999987 -0.078884999999999997 0.086720000000000005 -0.074254999999999988 0.089125000000000024 0.086810000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 7 10 -3 9 11 -4 -6 -13 -14 -15 -11 17 19 -19 -9 -21 -20 -23 -24 -25 26 -26 -27 -29 -28
right_child=2 5 6 4 8 -7 -8 16 -10 15 -12 12 13 14 -16 -17 -18 18 21 20 -22 22 23 24 25 27 29 28 -30 -31
leaf_value=0.0013215849303881953 -0.0021565275385397875 0.00043735523270552987 0.001948376486971076 0.0026588473666638449 -0.0016779110792584711 0.00057871838286006568 -0.0025920985545418045 -0.0024168465726678323 0.001220979419768935 0.0025002380157836818 -2.8092426083163297e-05 -0.0025908811961467752 -0.0020624982904114421 -0.00037710589091819363 0.0015000940326711087 -0.00037286775806880416 -0.0024716003424121295 0.00073819239459450197 -0.0023731365518837168 -0.00088832792041116141 0.0012427011597683244 -0.002390544518638522 -0.0025708766577925771 0.0056566488060730566 -0.0021815386755177683 0.0018269184931148897 -0.0024357440808413047 0.0023155716120321075 -0.0024100320059400643 0.0032779505991667002
leaf_weight=4.5642469311133018 1.2153602354228485 3.2731310632079831 8.8794089239090628 1.1482371147721995 6.4577858573757139 3.5292986407876006 0.58289540000259954 1.5961606698110689 2.8152254503220311 1.5891489349305632 2.5924429176375279 1.613009755499667 2.0678265336901047 15.041126577183599 3.0970311919227234 2.0673867315053931 4.4971359535120419 1.933680268004532 7.2790852854959729 4.8778310865163794 3.6038527432829062 5.0801617279648879 1.9375169589184249 0.50128291500732558 6.6537979608401656 2.5571445431560278 0.57270130096003391 0.92776818759739166 2.5058327908627689 0.95246434025466442
leaf_count=88 20 46 357 45 152 33 9 112 56 45 40 37 41 185 72 31 273 26 629 168 39 609 73 6 405 51 29 13 205 15
internal_value=0 -0.000626254 0.000986859 -0.000113223 -0.000295657 -0.00102331 0.00130378 -0.00113929 -0.000393287 -0.000535599 0.00150173 -0.000718111 -0.000434038 -0.00026186 -5.65801e-05 0.000875799 -0.00125277 -0.00111902 -0.00136383 -0.00036836 1.71426e-05 -0.00150414 -0.00121249 -0.000852154 -0.000625172 -0.000847404 -0.00156356 0.000130346 -0.00113316 0.00113245
internal_weight=0 92.7399 13.2701 40.461 35.8968 52.2788 12.0547 48.7495 34.7485 31.9333 11.4719 28.2768 21.819 20.206 18.1382 3.65654 45.4764 40.9793 30.9014 10.0778 8.48168 28.9678 21.6887 16.6085 14.671 14.1697 8.17896 5.99075 3.4336 1.52517
internal_count=3910 3484 426 752 664 2732 406 2699 619 563 397 487 335 298 257 76 2653 2380 2061 319 207 2035 1406 797 724 718 449 269 218 44
is_linear=0
shrinkage=0.00235641


Tree=217
num_leaves=31
num_cat=0
split_feature=4 12 151 3 9 49 151 15 147 132 15 3 52 41 16 1456 38 3 3 52 159 133 4 15 457 49 160 43 3 0
split_gain=7.44097 5.15243 2.85096 2.70022 2.15081 2.13169 2.1172 1.81204 2.11679 1.70284 1.61766 1.58393 1.527 1.7184 1.53979 1.51285 1.48355 1.67 1.47581 1.39462 1.9526 2.2055 1.663 1.67919 2.20342 1.37437 1.36044 1.77218 3.19463 2.30861
threshold=0.27608500000000008 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.016839999999999997 -0.22390499999999999 -0.086909999999999987 0.079360000000000014 0.088565000000000019 0.080815000000000012 -0.098459999999999978 -0.100615 -0.12272499999999999 0.078535000000000008 -0.0083999999999999995 0.091180000000000011 1.0000000180025095e-35 0.30601500000000009 -0.086589999999999986 -0.08799499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0021099999999999995 -0.10192499999999999 0.12931000000000001 -0.006494999999999999 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 -1 18 10 8 9 16 -6 12 -7 14 -14 -4 17 19 -3 -8 -21 -22 25 -24 -25 -23 -13 28 29 -28
right_child=2 3 15 -5 6 11 7 -9 -10 -11 -12 26 13 -15 -16 -17 -18 -19 -20 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0017599528022778589 -0.0015891280507727527 -0.00077538764621727803 0.0011163612854718729 0.0005698236895889079 -0.00019062711078502559 -0.0015780295401804276 -0.0011489643531982622 -0.0013829925790469178 0.0019173857470227086 0.0010034413509078153 0.0018228659006841144 -0.0016923563522483289 -0.00059956316297529646 -0.0018223324394157638 0.00085829994866687745 -0.0012362034097337569 -0.0015203457278137526 0.0013125912654004331 0.0013923326176304143 -0.0014845199702182854 -0.0019791366166287063 -0.00040875099592694306 0.0010855447183149057 -0.0015923738102849513 0.00036954291586147563 0.0013520556603166351 0.0024793914989726528 -0.0013227355757491112 0.00092123777579408705 -0.0012682572678308368
leaf_weight=1.8423327030614007 1.416891604661944 1.8282601581886413 13.746411981061097 3.8434124290943137 2.1322830952703953 2.9774678796529761 5.2388531137257841 3.9844234483316532 1.4128216095268715 2.9852528432384124 2.6940892441198221 11.139053328428416 4.3134457413107139 1.5909316381439556 4.3310479782521725 0.86679627932608205 2.9824870992451897 1.9270934332162131 1.9214922487735737 2.8086966210976376 1.439696003682928 1.7875938592478631 2.1811413541436231 3.5727744605391916 3.2709094285964966 5.0800224533304634 0.52218404784798522 18.518749182578183 3.4890111666172698 8.0357034364715201
leaf_count=57 20 24 408 33 34 141 108 72 24 47 42 736 109 54 59 13 53 47 22 59 29 34 25 46 19 49 5 1051 77 413
internal_value=0 -0.00051112 0.000750014 -0.000832622 -6.78666e-05 -0.000924499 -0.000145283 -0.000279894 -0.000153185 -0.000241101 0.000933308 -0.00101053 -0.000489415 -0.000172738 0.000130853 0.000976817 -0.00036376 -0.000237436 0.000335421 -0.000355131 -0.000148646 6.78343e-05 0.000253269 -0.000234101 -0.000654684 0.00089373 -0.00117562 -0.000987312 -0.000471692 -0.00103958
internal_weight=0 107.851 16.0301 62.5108 45.3405 58.6673 43.4981 38.6718 34.6873 33.2745 4.82637 54.9176 13.2129 10.2354 8.64449 14.6132 30.2893 27.3068 3.74975 25.3797 20.1408 17.3321 15.8924 9.02483 6.84368 6.86762 41.7047 30.5656 12.0469 8.55789
internal_count=3910 3469 441 2724 745 2691 688 612 540 516 76 2645 363 222 168 421 469 416 46 369 261 202 173 90 65 83 2282 1546 495 418
is_linear=0
shrinkage=0.00172713


Tree=218
num_leaves=31
num_cat=0
split_feature=4 1213 480 31 1456 11 403 475 151 156 2 1 3 0 3 130 1375 2 15 4 3 151 13 50 51 48 52 151 4 47
split_gain=2.37368 1.81895 1.8637 1.78343 1.6481 2.20778 1.96754 1.43893 1.41119 1.34229 1.4878 1.61406 2.21661 1.95079 1.8224 1.76474 1.41298 1.39488 1.84724 1.32979 1.40275 1.32296 1.22792 1.14383 1.10706 1.7579 1.22631 1.08525 1.0472 0.999757
threshold=0.28937500000000005 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08184000000000001 -0.084084999999999979 -0.086004999999999984 -0.27336999999999995 0.10691500000000002 0.086545000000000025 0.077800000000000022 -0.013944999999999997 -0.076734999999999984 -0.083604999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087075000000000014 0.088190000000000004 -0.030814999999999995 0.13772500000000001 -0.29526499999999994 -0.5337599999999999 0.14390500000000003 0.08955500000000001 0.09227500000000001 -0.074484999999999982 -0.035524999999999994 0.070230000000000015 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 27 6 -6 -1 -2 10 16 13 -13 14 -12 -15 -8 -16 21 20 -14 -19 -17 29 28 -26 -27 -5 -21 -10
right_child=8 2 -4 4 5 -7 9 -9 23 -11 11 12 19 15 17 22 -18 18 -20 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0031861789496373514 -0.0024555717402793675 0.003223376526691646 -0.0029483843637427929 0.00048365313816060553 -0.0025009736185937917 -0.0028042979638937884 -0.0032160390289526631 -0.0028332815816698846 0.0021478899360043583 -0.0027779104551613671 -0.0029674817157006256 0.0029561728182652901 -0.0023707630554685257 -0.0033329858180242999 0.0043092303870691647 -0.0029354800666645943 -0.00038628098295633928 0.0036780731836953172 0.0014044181570771787 0.002973986861761061 0.0011420747133960003 -0.0023531574627010943 0.0014549647626598387 -0.0030907337307530622 -0.0023471421706268902 -0.0009473743430931373 0.0032549816651755055 -0.002979677947188124 0.00019667606173374641 -9.1882274905165186e-05
leaf_weight=0.3549889177083968 0.89926695823669334 1.1338021056726564 2.3255524020642033 0.97361669084057201 2.8098775625694534 2.7195765080396077 1.585574844386431 3.9853207918349645 6.1549344346858526 1.434372933115809 2.9633459006436089 3.775911993347111 2.2982585150748505 0.78901319112628776 0.50527565041557032 0.56139858067035575 16.734649490565062 0.32592385169118676 2.2789013008587062 3.1331200790591502 1.5706966989673672 3.5499400733970106 7.6170769531745526 0.4592971261590727 1.6218159035779538 0.96726128738373551 1.3876540195196865 3.1303332764655343 1.7294150693342087 2.2278461968526244
leaf_count=4 20 58 247 38 399 145 40 586 357 94 231 90 64 16 7 4 539 6 69 62 33 205 174 9 28 13 27 282 23 40
internal_value=0 -0.000542845 -0.000427944 -0.000338589 -0.000401238 -0.000281789 -0.000162771 -0.00234096 0.000963691 -4.29439e-05 3.05263e-05 0.000376151 0.00102882 -0.000202559 -0.00109843 0.000758834 -0.00063119 -0.000266803 -0.000642472 0.000456163 -0.000944641 -0.00184599 0.00115359 0.00131144 0.0010693 -5.18523e-05 0.0015289 -0.00215804 0.00198621 0.00155264
internal_weight=0 72.2627 67.9224 65.5968 64.463 60.3591 57.6395 4.34031 9.74134 54.8296 53.3952 35.075 16.4841 18.5909 9.62339 8.96749 18.3202 6.66004 6.15477 12.7082 3.86896 3.87586 8.17848 8.84208 8.83927 3.97673 2.35492 4.10395 4.86254 8.38278
internal_count=3910 3484 2894 2647 2589 2269 2124 590 426 1725 1631 1052 340 712 518 194 579 287 280 250 97 211 178 406 153 68 40 320 85 397
is_linear=0
shrinkage=0.00286495


Tree=219
num_leaves=31
num_cat=0
split_feature=1 39 51 3 12 48 50 16 0 4 2 3 51 474 42 43 4 3 44 122 0 3 1186 43 457 49 0 0 0 376
split_gain=10.0528 3.67392 3.69961 3.2828 3.14937 2.88344 2.94069 3.45778 2.532 2.70712 2.26256 1.64514 1.5988 1.68858 1.59058 1.46365 2.13526 2.00155 1.40486 1.36706 1.3421 1.97539 1.3389 3.93303 1.52247 1.56655 1.32886 1.32594 1.33518 1.28638
threshold=0.10113500000000002 0.005105000000000001 -0.40274499999999996 0.16699000000000003 0.080120000000000011 0.11930500000000001 0.11515000000000002 0.13514000000000004 -0.060094999999999989 0.39574000000000004 0.10274500000000002 -0.15121499999999996 -0.10145999999999998 0.084655000000000022 0.095185000000000006 -0.18906999999999999 -0.51381999999999983 0.097615000000000021 0.086480000000000015 0.09197000000000001 -0.053834999999999994 -0.075679999999999983 0.085080000000000003 0.0016850000000000001 0.084715000000000013 -0.075429999999999983 0.12007500000000002 -0.024394999999999997 -0.10462499999999998 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 5 11 6 7 10 9 22 27 -1 -13 29 15 -10 -17 26 19 -4 21 -9 24 -24 -6 -26 -18 28 -2 -14
right_child=1 2 18 -5 8 -7 -8 20 14 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00085532355800020112 0.0004607990137811338 -0.0022113826995357796 0.0019108769623017708 0.0013553813709140832 -0.0014905397125874506 -0.0014787367227430822 -0.0020667071804020085 -0.0018486781637088202 0.0018892098437849846 0.0021316091348033608 0.0013591897354684945 -0.0017847813294418402 -0.00071099072049533223 0.00099839547404010449 -0.0019980653293504313 -0.0022637130215730156 0.00055894649881567534 0.0023194133590101976 -0.0008598692753221251 -0.00068765852271920208 -0.0019207614195483492 0.0014775594374004559 -0.0020054500187972417 0.0030391564063892338 0.00060832187883168255 -0.0015852453937857409 -0.0014914726260548731 0.001446096082396387 -0.0013763051697765682 0.00054579464920509262
leaf_weight=3.795668018981817 2.721490945667028 1.0668969675898541 9.3854485275223798 5.2334825564175835 41.857448850758374 5.8983623832464209 2.2443628972396246 1.2055067811161282 1.3975615222007025 0.85034936666488548 8.4696111194789392 3.0643940707668724 18.509386641904715 3.0839421208947888 1.5523445541039098 1.5145716182887534 2.6939695924520501 1.3494894802570341 0.8411458898335703 0.80047620087862092 3.022580479271709 1.412740910425782 1.3396736569702619 0.97125742956995953 2.6951029840856791 2.1183506716042748 2.0111558753997087 1.6104063019156551 3.0638465145602827 3.5334187354892483
leaf_count=38 25 10 288 145 2105 68 52 38 10 10 137 90 247 34 69 26 54 9 11 8 112 20 51 6 27 69 28 28 45 50
internal_value=0 0.000275995 0.00118252 -3.83047e-05 -0.00080855 -0.000284311 1.23198e-05 0.000229285 -0.00106518 -0.0012448 0.000685638 -0.00032436 -0.000483193 -0.000324455 -0.000214251 9.45668e-05 -0.000236793 0.000270244 0.00151089 0.00170667 -0.00105425 -5.39236e-05 -0.00130341 0.000114739 -0.00137364 -0.000357044 -0.000317483 -8.57149e-05 -0.00051211 -0.00050953
internal_weight=0 46.9764 12.094 34.8824 92.3381 29.6489 23.7505 21.5062 60.3513 49.8322 15.8654 31.9868 28.1911 25.1267 10.5191 8.96675 7.56919 6.05461 11.0271 10.1859 5.64083 2.61825 48.9818 2.31093 46.6709 4.81345 4.70513 7.39574 5.78534 22.0428
internal_count=3910 987 317 670 2923 525 457 405 2464 2268 235 459 421 331 196 127 117 91 307 296 170 58 2258 57 2201 96 82 98 70 297
is_linear=0
shrinkage=0.0019087


Tree=220
num_leaves=31
num_cat=0
split_feature=1 50 39 51 3 48 50 52 484 42 51 42 48 43 49 2 474 2 43 1 132 124 3 376 48 130 3 43 16 43
split_gain=7.29381 2.97138 2.87774 2.97249 2.60398 2.61769 2.61502 2.7426 2.3014 2.74804 2.24357 2.30994 3.48259 2.59305 2.21965 2.13584 1.99018 2.27999 1.9641 1.86477 1.9582 1.65606 1.62652 1.433 1.3249 1.28812 1.23122 1.66759 1.2199 1.19459
threshold=0.10113500000000002 0.088425000000000017 0.005105000000000001 -0.40274499999999996 0.16699000000000003 0.11930500000000001 0.11515000000000002 -0.42985499999999993 -0.0043499999999999988 -1.0000000180025095e-35 -0.10748999999999999 0.084100000000000022 0.083775000000000002 -0.11652999999999998 -0.085974999999999982 0.10274500000000002 0.084655000000000022 0.089910000000000004 -0.070369999999999988 1.0000000180025095e-35 0.080815000000000012 -0.52484999999999993 0.10223 0.088135000000000005 -0.078084999999999974 -0.41389499999999996 -0.073984999999999981 -0.075819999999999985 -0.16268499999999997 -0.26007999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 6 7 -2 22 19 -11 14 13 -13 -12 26 17 -16 -14 23 -21 -5 -1 -10 -17 -15 27 28 -9 -23
right_child=2 -3 3 21 -6 -7 -8 15 9 10 11 12 18 25 16 24 -18 -19 -20 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020652050298171952 -0.0020267198217122527 -0.0017624741578059562 -0.0022502300338251547 -0.0020402333148709039 0.0013304927577489692 -0.0015177881929316257 -0.002125991553295114 0.00032278655251274853 -0.0017218739243079326 -0.0020603190985136514 -0.0013020910952478999 0.00040095460975657062 0.001320829277714116 0.0020104047802573105 -0.000419570569400846 -0.00065332958343784558 0.0021689876733707379 0.00086107646677708704 -0.0012216304417891684 -0.0011360852790858402 0.00205751386122539 -0.00045322073446714888 0.0023096184925504564 0.0012486323842782576 0.0015679615662893137 -0.0017213766406249126 -0.0012257762601217618 0.0014517178767370067 -0.0022084535749205829 0.0019442878637460205
leaf_weight=5.4960266053676596 1.8476216550916493 9.9469499103724939 0.90583690255880256 0.48973155580460925 4.6858246373012653 5.28968671709299 1.9788683094084252 1.96820629760623 12.010906809009608 2.639079666696488 3.4118877658620503 3.2075004670768985 4.2666862504556775 0.37465928867459197 10.901079431176191 1.2385805957019433 2.2728401133790603 10.917996441014109 1.6545502506196488 1.8840841967612498 1.2552824923768637 0.90762411616742511 0.35499682091176499 0.67291965335607606 7.0545107666402931 11.594970844686031 2.8816937161609619 2.8395726950839162 1.204112692736089 8.03016842715442
leaf_count=346 111 556 10 5 145 68 52 20 656 118 45 48 72 5 187 22 28 111 45 55 24 10 3 7 130 617 50 41 31 292
internal_value=0 -0.000746888 0.00027192 0.00117717 -2.99402e-05 -0.0002723 4.12295e-05 0.000266541 -0.000608344 -0.000504398 -0.000281578 -0.000184994 -0.000678049 -0.00118073 0.000193233 0.000513074 0.000405 0.000221249 0.000610399 -0.00122597 0.000140882 0.00150649 -0.00179977 -0.00156428 0.00123621 -0.00160457 -0.000161236 0.000349032 -0.000637993 0.00170082
internal_weight=0 82.8624 41.322 10.3334 30.9887 26.3029 21.0132 19.0343 72.9155 67.0644 51.2413 48.6022 21.0984 15.1771 27.5038 17.1867 24.0919 21.8191 5.92124 15.8232 3.13937 9.42752 5.85102 12.6838 8.29309 11.9696 8.89359 6.01189 3.17232 8.93779
internal_count=3910 2923 987 317 670 525 457 405 2367 2018 1276 1158 787 670 371 294 326 298 117 742 79 307 349 663 152 622 142 92 51 302
is_linear=0
shrinkage=0.00198085


Tree=221
num_leaves=31
num_cat=0
split_feature=4 1213 480 31 1456 11 403 475 12 150 156 2 1 0 3 3 130 15 2 1375 3 2 151 4 1 16 2 151 0 453
split_gain=2.29945 1.66726 1.76227 1.69668 1.47658 2.00816 1.77115 1.35722 1.30851 1.53524 1.22157 1.28295 1.44794 2.04736 1.97333 1.60736 1.57008 1.36906 1.71698 1.31417 1.21981 1.41683 1.18098 1.09522 1.24902 1.82924 1.23705 1.02818 0.991951 0.984249
threshold=0.27020000000000005 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08184000000000001 -0.084084999999999979 -0.086004999999999984 -0.036459999999999992 0.081245000000000026 0.10691500000000002 0.086545000000000025 0.085110000000000005 -0.077944999999999987 -0.013944999999999997 -0.083604999999999985 -1.0000000180025095e-35 0.088190000000000004 0.087075000000000014 -1.0000000180025095e-35 -0.09113499999999998 0.106035 -0.49681999999999993 -0.030814999999999995 0.087075000000000014 -0.094359999999999986 0.114165 -0.035524999999999994 0.15480500000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 27 6 28 -1 -2 29 11 19 13 15 -14 -13 -15 18 -17 -8 -18 -22 -20 26 -25 -26 -16 -5 -6 -10
right_child=8 2 -4 4 5 -7 10 -9 9 -11 -12 12 14 16 23 17 20 -19 22 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0038076422404174051 0.0032274415434510079 0.0038470450611279038 -0.0035364693695078006 0.00045768167788757565 -0.0035208377717642061 -0.0033135643034904782 -0.0038314578787645983 -0.0033829312077507923 0.00015698727616528913 0.0032481880926464521 -0.0032774539873283871 -0.0035569101703913689 0.0036833141047133526 -0.0039637678735342926 -0.0026049337864137122 0.0040473362168613981 0.0025079835842547753 0.0017288779191904126 0.0034288529773531971 -0.0004650795797788448 0.0014895207405155886 -0.0024557105239953257 -0.0031458841792619653 0.0054326990190557926 -0.0012823797793622381 0.0022055892055699066 0.0014449325878234105 -0.0035717764524077406 0.0046280137536094997 -0.0037046175717948089
leaf_weight=0.3391200155019759 2.4896476129069915 1.0828115087933827 2.2345416131429365 1.0089635350741448 2.5124341279733922 2.6142370544839642 1.4966032272204781 3.7732465197332195 5.7878557574003917 1.7606493909843264 1.3887534115929145 2.8467102090362362 3.0088995890691885 0.74237820901907881 2.2351443190127607 0.54994106898084361 4.5384148336015633 2.2311721169389784 0.35998018458485459 16.862815363332629 2.8374491226859488 1.7411092827096579 3.2263447758741695 0.77231294661759964 2.9380607856437546 4.530719412025066 1.4900627699680624 2.9317918336018911 0.19049826264381398 0.90468137245625246
leaf_count=4 210 58 247 38 389 145 40 579 167 75 94 228 78 16 56 9 68 60 4 534 63 80 193 4 35 104 33 278 1 20
internal_value=0 -0.00066267 -0.000530864 -0.000426149 -0.000499531 -0.000363499 -0.000227 -0.00278997 0.00103367 0.000387551 -9.03626e-05 -5.90843e-06 0.00038965 -0.000239454 0.00119092 -0.00140628 0.000851013 -0.000444789 -0.0016173 -0.000739496 0.00124307 -1.07503e-05 -0.00248594 0.000564216 0.00126451 0.000833496 -0.000985009 -0.0025401 -0.00294652 -0.000365015
internal_weight=0 70.4845 66.3721 64.1376 63.0548 59.114 56.4998 4.11237 10.9428 8.45319 53.7969 52.4081 34.0487 19.0735 14.9752 9.21415 9.85935 6.36744 4.13627 18.3594 9.11697 4.57856 3.58632 11.9663 8.24109 7.46878 3.72521 3.94076 2.70293 6.69254
internal_count=3910 3438 2855 2608 2550 2234 2089 583 472 262 1699 1605 1031 721 310 494 227 266 206 574 211 143 197 232 143 139 89 316 390 187
is_linear=0
shrinkage=0.00344292


Tree=222
num_leaves=31
num_cat=0
split_feature=1 50 1426 1212 4 158 401 14 3 2 123 2 4 51 3 52 3 150 52 15 151 15 133 483 16 16 160 11 13 40
split_gain=2.11671 1.56771 1.51822 1.42565 1.42544 1.30432 1.27413 1.20827 1.35099 1.17938 1.17785 1.24438 1.22222 1.22155 1.26191 1.21903 1.11436 1.21582 1.0801 2.39826 1.07819 1.02953 1.00165 1.09062 1.00251 1.40364 1.06927 0.981688 1.11137 1.10105
threshold=0.10113500000000002 0.088425000000000017 -1.0000000180025095e-35 -0.50114499999999984 0.50657000000000008 0.084965000000000027 0.083100000000000021 0.077685000000000018 -0.11266 0.14808000000000002 1.0000000180025095e-35 0.11462500000000002 0.0057500000000000008 0.089355000000000004 0.084925000000000014 -0.087604999999999988 0.090325000000000003 0.093965000000000007 0.091715000000000005 0.088190000000000004 -0.16759499999999997 -1.0000000180025095e-35 -0.26719999999999994 0.089065000000000019 0.037105000000000006 -0.014099999999999998 -1.0000000180025095e-35 0.088315000000000018 -0.077154999999999987 0.10751000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -3 9 6 7 8 21 22 11 12 13 14 18 -16 17 20 19 -10 -14 -1 -4 24 25 26 -24 28 29 -28
right_child=2 3 4 -5 -6 -7 -8 -9 10 -11 -12 -13 16 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0029919352838526877 -0.005388320647853293 0.0038351259656696926 -0.0035360667339512739 -0.0030517485310601108 0.0027260058342562154 -0.0025086641106960988 -0.0030829694774967653 -0.0034684317447178782 -0.0014927142684238205 0.0026759535324390273 0.0017996309727875985 -0.0035566434983355212 0.0049224313974382565 -0.0036473638449342426 -0.0020104296106103359 0.0014296593650307749 0.0028094547143884701 -0.0043328738205951501 -0.0033676681926418099 0.0026379462081284177 -6.2842250809153223e-05 0.00026214110565830261 -0.0029257281345113598 -0.0024222236518144477 -0.00085991542836912885 0.0032905934833629877 0.00342721311546863 -0.0019090801488084673 0.00017013804087004936 -0.0012667074905213039
leaf_weight=2.1360671119764447 0.48693543183617549 0.34992742724716652 0.83807885507123003 4.5140998009592286 2.7101261857897034 3.5569072624202809 1.8816732696723182 1.2740656556561578 9.6647805932443713 1.9192525348626066 2.2473530643619588 1.5283631002530444 0.51849617063999165 1.6430546254850913 1.4842752851545808 4.4480739999562493 1.8651931239292023 0.65293405717238773 2.1800370526034376 1.8016829914413381 4.8809386459179214 4.9556076470762482 0.97137101553381455 1.6629833336919535 5.2919069374911478 2.1097087627276663 2.8182633970864237 1.3772970912978042 5.6768737100064657 0.66785442037507881
leaf_count=37 38 9 26 547 209 281 224 58 759 94 64 110 3 68 58 46 20 17 290 64 180 88 30 49 185 76 88 22 155 15
internal_value=0 -0.000780388 0.000362117 -0.00255629 0.000469632 -0.000595496 -0.000437837 -0.000317266 -0.000216914 0.000207561 -0.000497281 -0.000665599 -0.000513964 -0.000925142 -0.000696693 0.000568948 0.000588139 -9.64165e-05 -0.00124689 -0.000843679 0.000415883 0.00108438 -1.3668e-05 0.000129801 0.000354192 0.000825873 0.000374171 0.000678283 0.00106719 0.00252797
internal_weight=0 51.5835 26.5307 4.86403 26.0437 46.7195 43.1626 41.2809 40.0069 23.3336 32.9152 30.6678 29.1395 21.2219 19.5788 5.93235 7.91756 6.05237 13.6465 11.4665 5.39943 7.09167 21.4143 20.5763 18.9133 13.6214 11.5117 10.5403 9.16299 3.48612
internal_count=3910 2923 987 556 949 2367 2086 1862 1804 740 1679 1615 1505 1285 1217 104 220 200 1113 823 183 125 646 620 571 386 310 280 258 103
is_linear=0
shrinkage=0.00328694


Tree=223
num_leaves=31
num_cat=0
split_feature=1 39 3 457 48 51 0 132 4 42 43 402 1186 133 50 3 2 4 15 2 2 130 3 16 48 16 150 1212 15 122
split_gain=1.83358 1.90444 1.59466 1.80772 1.54877 1.50799 1.48748 1.30554 1.19339 1.85939 1.70334 1.01728 1.11287 1.09446 0.992646 1.03054 1.44298 1.06529 1.23461 1.12938 1.50774 1.00048 1.17455 0.91933 1.11995 1.0435 0.888299 0.889191 0.85534 0.802726
threshold=0.085990000000000011 0.005105000000000001 0.31335500000000011 0.081330000000000013 0.088825000000000015 -0.40274499999999996 -0.060094999999999989 0.079995000000000011 -0.51381999999999983 0.092635000000000009 -0.15969999999999998 1.0000000180025095e-35 0.085080000000000003 -0.0056849999999999991 0.078570000000000015 -0.084129999999999996 0.084065000000000015 -0.0025899999999999994 0.15514500000000001 0.10393500000000001 0.086545000000000025 0.15335000000000001 -0.15464999999999998 -0.095109999999999986 0.11930500000000001 0.67964000000000013 -0.088794999999999985 -0.50114499999999984 -0.26361999999999991 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 -5 -3 11 23 10 -10 -8 12 13 -1 15 21 -17 18 -18 20 -19 22 -15 24 28 26 -25 -28 -2 -7
right_child=1 5 -4 4 -6 29 8 -9 9 -11 -12 -13 -14 14 -16 16 17 19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0035124294588100482 0.0032644676231586632 -0.0040419428304332488 0.0032114909519306389 0.0029504991846991137 -0.00068968251372035537 0.0025732894208671019 0.0014299143367012574 0.0017042498472889494 0.0018262405911868116 -0.0034747490927983849 -0.0045275344718387492 -0.0037838413640546007 0.0023943789856644996 0.0010158008806357723 -0.0039935280277276818 0.0037419780082569051 -0.003488365542350894 -0.0041474961991962295 0.0046479089466224185 -0.0033164164474178536 0.00183716723745556 0.0045185556276646456 -0.0034858735507374864 0.0029886641013261838 -0.0034757381086149446 0.0043060729005913907 0.0036391636094443062 -0.0022201554298201961 -0.00021199369089421107 -0.001671021438212913
leaf_weight=3.1728704443667146 1.1537556555122135 0.58090675063431252 1.7150689382106055 3.5358021315187207 2.9835835960693657 6.7228715778328469 1.1760852038860323 2.4117555581033221 5.762660149484871 1.0892410902306435 1.5273426068015394 2.5913855503313235 1.0645464013796289 1.0092925424687562 1.5159390466287721 1.1796457867603738 2.3692545152735014 0.67843232746235393 0.28978180140256871 1.0200716119725255 4.1349178152158856 0.29260237887501706 3.9148884057067397 0.49831983773037869 1.2583598275668917 0.3858783049508937 0.36823058361187477 13.675187201704828 6.4990859897807258 0.6792570799589156
leaf_count=426 46 10 122 82 33 349 10 89 124 80 38 351 34 29 222 34 261 20 2 71 131 2 374 12 29 10 10 761 135 13
internal_value=0 9.31173e-05 -0.000285989 -0.000469035 0.00128458 0.00173078 -0.00107818 -0.000904549 0.000157584 0.000983547 -0.00193584 -0.00158642 -0.00131056 -0.00151202 -0.00112512 -0.000833065 -0.000114141 -0.000649775 -0.00260167 0.000239955 0.000993641 -0.00216598 -0.00256318 -0.00116848 -0.000222764 -0.00173303 -0.00189329 -0.00206652 0.000312124 0.00218381
internal_weight=0 42.4681 34.485 32.77 6.51939 7.98304 32.789 26.2506 9.55533 6.8519 2.70343 23.2336 20.6422 19.5777 16.4048 14.8889 9.6721 8.49246 2.65904 5.83342 4.81335 5.21678 4.92418 23.8388 8.9112 14.9276 14.5417 14.0434 7.65284 7.40213
internal_count=3910 1701 1329 1207 115 372 2209 1092 252 204 48 1957 1606 1572 1146 924 519 485 263 222 151 405 403 1003 210 793 783 771 181 362
is_linear=0
shrinkage=0.00372083


Tree=224
num_leaves=31
num_cat=0
split_feature=31 1213 484 160 1 43 1425 403 3 403 1365 11 4 376 475 49 132 13 42 42 12 34 52 151 50 42 133 13 151 457
split_gain=1.7299 1.55496 1.68606 1.64445 1.58272 1.50198 1.26647 1.22291 1.21598 1.21185 1.30706 1.39152 1.38695 1.31057 1.20643 1.13149 1.02966 1.93506 1.266 1.30076 1.1453 1.01661 1.10125 1.54481 1.22808 1.05393 1.09608 1.17693 1.25024 1.04404
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 -0.40446999999999994 0.12811000000000003 0.24789500000000006 1.0000000180025095e-35 0.092300000000000007 0.10223 -0.084084999999999979 1.0000000180025095e-35 0.088315000000000018 0.27020000000000005 0.048375000000000008 -0.086004999999999984 0.27003000000000005 0.080815000000000012 -0.077944999999999987 -0.11145999999999999 -0.10298999999999998 0.10058500000000002 -1.0000000180025095e-35 -0.094124999999999986 0.083140000000000006 -0.24386999999999998 -1.0000000180025095e-35 0.093845000000000026 0.083175000000000013 0.056555000000000001 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 8 7 5 6 9 -4 -3 -5 11 12 13 16 -2 -14 18 -18 -11 -20 21 -21 23 24 -23 -24 27 28 29 -27
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12 -13 15 -15 -16 -17 17 -19 19 20 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.003203604779745749 0.0034942614564548672 -0.0027709127385649951 -0.0031748599610757987 -0.0022719628027757822 0.0015615234983930107 -0.0027725753499835987 -0.0043423005358195167 0.0027150320887914439 0.00034689573626416081 -0.0034785269787950403 -0.0028845712815235959 -0.0021289131135847263 0.0027196198425881429 0.0024978380261822734 -0.0030072640008421987 -0.0023417736093009952 -0.002494607575472364 0.0030709080967839361 0.0047166708385543701 -0.0031162119476430125 -0.0026289840772208716 0.0040988642844929308 -0.0016169268458508656 0.0018578053207676283 -0.0029160386795760622 -0.0027502396652846531 -0.0020653798656596165 0.0032944117737380334 -0.0015713501775480104 0.0010408177152901399
leaf_weight=1.3679076528642315 0.31581199169158969 4.4070162309799334 2.6829080842435356 2.2979107659775755 5.7819496607407919 2.1789871018845579 0.69347046874463458 0.41029984201304603 1.7700385972857473 1.131590298609807 1.4450936443172384 2.4831591513939193 3.5521300439722827 2.233889481984078 3.2872651356738052 0.50989604182541359 0.84243640489876304 2.5088570369407526 0.56553916167467733 1.0207859762012983 1.7694961708039034 0.27336287032812867 2.4137544713448795 1.1661828635260461 3.2151092421263412 0.76897490397097712 1.4620538209564973 1.7244221009314049 2.4381423415616146 15.833571698516602
leaf_count=113 4 543 258 390 255 168 70 14 39 70 50 78 146 71 588 15 29 61 10 35 59 6 105 22 227 33 51 16 50 334
internal_value=0 -0.000403628 -0.000295197 -0.000136022 -1.62647e-05 -0.000189935 -7.81661e-05 -0.00239359 -0.0018775 -1.86158e-05 9.07204e-05 0.000184366 0.00031663 0.000134243 -0.0024374 0.00208428 -7.94401e-06 0.00167187 -0.000174582 -6.00786e-05 -0.000144273 7.54261e-07 0.000109363 -0.00130802 -0.00236634 0.000377105 0.000593647 0.000780866 0.000553227 0.000865229
internal_weight=0 71.1841 67.581 61.404 58.3108 52.5288 50.3498 3.09321 6.17705 49.6564 47.3584 45.9134 43.4302 39.3682 3.60308 4.06203 37.1343 3.35129 33.783 32.6514 32.0859 30.3164 29.2956 4.65465 3.48847 24.6409 22.2272 20.7651 19.0407 16.6025
internal_count=3910 3797 3205 2623 2351 2096 1928 272 582 1858 1468 1418 1340 1179 592 161 1108 90 1018 948 938 879 844 255 233 589 484 433 417 367
is_linear=0
shrinkage=0.00317731


Tree=225
num_leaves=31
num_cat=0
split_feature=31 1213 484 160 133 1 474 128 48 15 11 150 454 48 403 475 403 456 160 0 484 12 484 43 43 48 150 1186 457 13
split_gain=1.51926 1.40616 1.44776 1.46355 1.44863 1.33377 1.30525 1.31693 1.3572 1.3441 1.29873 1.14349 1.09063 1.15815 1.0886 1.07555 0.951673 0.986848 0.961157 0.892799 0.878847 0.906437 0.877218 0.832009 1.28904 1.12355 1.04543 0.958188 1.09488 1.45976
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 -0.40446999999999994 -0.26719999999999994 0.11561500000000001 -1.0000000180025095e-35 0.086435000000000012 0.12675000000000003 -0.26361999999999991 0.08184000000000001 0.10117000000000001 -1.0000000180025095e-35 0.096835000000000018 0.092300000000000007 -0.086004999999999984 -0.084084999999999979 1.0000000180025095e-35 0.099550000000000013 -1.0000000180025095e-35 0.092320000000000013 0.10257000000000001 0.11837000000000002 -0.074254999999999988 -0.0037249999999999996 0.091875000000000012 0.09202500000000001 0.085080000000000003 0.082870000000000013 -0.092894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 11 14 -5 6 -6 8 9 -8 12 -3 -11 16 -4 -2 19 18 20 -14 21 23 -7 26 -25 27 -18 28 29 -26
right_child=1 2 3 4 5 22 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0033142406165281775 0.0036568538573991827 -0.0025012524267646317 -0.003320956220461177 -0.0027895040099531628 -0.0040393950284499562 0.0014905416497399979 0.0035159981053366229 -0.0030050693187937461 -0.0036455900535544419 -0.0029513149608496221 -0.0024168016942776233 0.00165160600376941 -0.0033881156654491755 0.0023645575282426122 0.0026476358327292638 -0.0031288019013012763 0.0019715964587134075 -0.0029721647925201088 -0.0016249805103047024 0.0044547680191063454 -0.0028866329105575704 -0.0019348775497690903 -0.0030152524871983636 -0.0019914910184766228 0.0022439666297207474 -0.002761350478194504 -0.0018223998091204221 0.0039425623616504511 0.0027702378242085834 -0.00054247755213364
leaf_weight=1.2626391833182413 0.28832574933767352 5.0057959964033207 2.4505909045692529 2.0473435393068931 0.95272570196539064 8.81688336585648 1.2898616879246976 1.6560844650957722 1.0933150481432665 1.2104444843716908 2.2952253003604701 0.8780890367925166 1.3678466731216756 2.7929840113501987 0.40057425433769811 3.0179972951300433 8.1507354241330141 1.0434093768708397 2.5588999455794683 0.18574145436286826 0.82770286872982879 1.4780626215506334 0.51527642738074142 2.3226725305430582 2.9249160066246898 0.98957156622782427 0.90961873671040017 1.1028434894979007 2.3230441384948781 7.6813046848401783
leaf_count=113 4 565 258 182 96 378 40 102 32 41 93 17 326 81 14 588 218 75 79 1 67 49 14 102 49 15 55 10 56 190
internal_value=0 -0.000401469 -0.000293291 -0.000135938 -1.7605e-05 8.65446e-05 -0.000152191 -6.84111e-05 4.58912e-05 0.000143249 3.49362e-05 -0.0018815 0.000183532 0.000287041 -0.0024824 -0.00253706 0.000115706 0.000239086 0.00034624 -0.00245045 0.000521931 0.000623115 0.00124175 0.000766304 0.000335657 0.000695484 0.0015907 0.000939267 0.000683091 0.00022595
internal_weight=0 68.5779 65.2716 59.3877 56.5365 54.4892 45.157 44.2043 42.5482 41.4549 40.165 5.88389 37.8698 36.6594 2.85117 3.30632 33.8664 32.3128 31.2694 1.55359 28.7105 27.8828 9.33216 26.4047 17.3444 15.0217 9.06035 14.0321 12.9293 10.6062
internal_count=3910 3797 3205 2623 2351 2169 1777 1681 1579 1547 1507 582 1414 1373 272 592 1292 965 890 327 811 744 392 695 422 320 273 305 295 239
is_linear=0
shrinkage=0.00335664


Tree=226
num_leaves=31
num_cat=0
split_feature=4 12 151 13 48 11 15 9 151 52 50 2 3 15 132 38 376 0 16 160 15 15 47 47 3 43 13 1348 1186 43
split_gain=5.34952 3.92116 2.61913 2.39237 2.45112 1.86552 1.82928 1.64717 1.72106 1.63897 1.5895 1.4965 1.43366 1.60107 1.53704 1.39927 1.23256 1.34985 1.84556 1.2217 1.72163 1.18102 1.12449 1.0438 1.23979 0.964075 1.14436 1.06642 1.03014 1.40827
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 0.08346000000000002 0.077165000000000025 -0.10981499999999998 -0.016839999999999997 -0.086909999999999987 0.11588000000000002 0.14390500000000003 0.092340000000000019 0.24227500000000002 0.085950000000000013 0.080815000000000012 1.0000000180025095e-35 0.048695000000000009 -0.13027499999999997 -0.0072149999999999992 0.083295000000000022 -0.07142999999999998 -0.097794999999999979 0.11939500000000002 0.09550500000000002 -0.018854999999999997 -0.17307499999999998 0.16421000000000002 0.084895000000000012 0.085080000000000003 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 5 25 9 -6 -1 11 -3 22 -9 13 14 15 16 17 18 -10 20 -8 -14 -4 24 -19 26 -5 28 -27 -30
right_child=2 3 10 4 6 -7 19 8 12 -11 -12 -13 21 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0023128337944106755 -0.0021530604965995489 0.0007049559949186485 0.0016803465012221984 0.00087953602862373879 -0.0023332427696122491 -0.0023742956920652417 -0.002141529119162427 -0.00013960386985615363 -0.00051032584559969232 -0.001889455242556742 -0.0024733693061865028 0.0025929298463214234 -0.00070319428323839181 -0.0022924363000412758 0.0013386168170467887 -0.002490559811746704 0.00098264779448259312 -9.6079325569754139e-05 0.0018274591237101962 0.0019035542497148254 0.0010612495668603978 0.0019740287860254791 -0.0013621200570275243 0.00013916981221755533 -0.0022523766782781766 -0.0018332602487595622 -0.0014046287270450559 0.0011404282471499372 -0.0023550752646480369 0.0019940172906271329
leaf_weight=1.4823731831274916 1.256032409146427 8.1993273845873755 10.430313111748541 1.7917640861123754 1.441099773161113 1.5663639842532564 1.4936604541726413 2.0540463766083112 7.9960532123222947 1.4938264824450005 0.54930443316698152 2.106941869482398 1.3291440326720478 2.3307537036016575 2.605046320706605 1.7084192475303996 3.0960265314206472 1.9245951892808157 2.2442859299481004 2.1332449256442487 2.0892665535211554 2.3974198028445235 0.67096748575568277 2.2594853481277823 4.923895696178076 27.062086376827221 3.1205959459766746 0.68814198113977809 0.69372568326070794 0.87208966910839081
leaf_count=57 20 155 384 41 113 65 86 30 97 50 9 45 16 54 45 43 61 30 25 33 53 64 13 30 128 1977 109 26 45 6
internal_value=0 -0.000594704 0.000972343 -0.000998643 -0.00125194 -6.76196e-05 -3.95643e-05 -4.17575e-05 -0.000136153 0.000305127 0.00130929 0.00124403 -0.000311162 -0.000481589 -0.000323855 -0.000503164 -0.000351887 -0.000565433 2.02612e-06 0.000538693 -0.000273934 0.00101915 0.00149646 -0.00120344 -0.0016464 -0.00150545 -0.000571489 -0.00166195 -0.00172932 6.71763e-05
internal_weight=0 91.1037 12.9066 52.6452 41.3857 11.2595 7.15727 38.4585 36.9761 9.69315 11.6506 4.16099 32.8151 29.0886 26.7578 24.1528 22.4443 19.3483 10.2403 5.71617 3.58293 3.72656 11.1013 9.10798 6.84849 34.2284 4.91236 29.316 28.6279 1.56582
internal_count=3910 3484 426 2759 2489 270 285 725 668 205 406 75 593 513 459 414 371 310 122 172 139 80 397 188 158 2204 150 2054 2028 51
is_linear=0
shrinkage=0.00227804


Tree=227
num_leaves=31
num_cat=0
split_feature=4 480 31 1213 15 15 128 1456 156 48 158 1 15 48 52 49 49 10 2 45 132 9 15 16 4 52 151 475 16 12
split_gain=1.51267 1.33504 1.2766 1.20059 1.17641 1.50356 1.47168 1.40123 1.26895 1.42065 1.19504 1.22345 1.35143 1.30651 1.252 1.66434 1.67364 1.58923 1.09058 1.20008 1.03305 1.05507 1.21509 1.49476 1.11578 1.03818 1.03221 1.02433 1.00576 1.30495
threshold=0.27020000000000005 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11739999999999999 -0.106555 0.086435000000000012 -1.0000000180025095e-35 0.10455500000000002 0.093225000000000016 0.085745000000000002 0.10080500000000002 -0.0063699999999999989 -0.084204999999999988 -0.068164999999999989 -0.047309999999999998 -0.084934999999999997 -0.013164999999999998 0.094825000000000007 0.093765000000000015 -1.0000000180025095e-35 0.081505000000000008 0.091915000000000011 -0.25582999999999995 -0.49837999999999999 0.10218500000000001 -0.27336999999999995 -0.086004999999999984 -0.084184999999999996 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 27 18 -6 7 -7 9 10 11 12 14 -13 15 16 -9 -16 -5 -20 -14 22 24 -24 -22 28 -2 -4 29 -26
right_child=26 -3 3 4 5 6 -8 8 -10 -11 -12 13 20 -15 17 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0037703824149939516 -0.002878744065752308 -0.0034851039091156758 0.0036908233226318498 -0.0035199024595701806 0.0027794740529139502 -0.0026999047013526243 -0.0032308741890378257 -0.0020995737499978412 -0.0031708527149464714 0.0016116592773262042 -0.0031821852262657819 -0.0031949974547435659 -0.0035948942558633509 0.0017446495336087249 0.0034340061745568545 -0.0029553915515821779 0.0027438423319844007 -0.0033290246073203805 0.0021471875345418622 -0.0034967978802276107 -0.0011276508514076258 -0.0035109277684331522 0.0013094542641863206 -0.0035163234406278632 0.0015935736202297803 -0.0014878351998540184 0.0013019735231028459 -0.0032633166752024071 0.0027630707568276551 -0.0029743175560371063
leaf_weight=0.82413039216771622 0.74680839106440444 1.7222863035276521 0.27093968540430102 2.549477344378821 1.8478564196266152 2.5187534063588819 1.9784019181970496 1.2769355680793526 1.4944016282679502 5.6647309768013647 1.5188934591133136 0.69486675132066 0.81274465215392666 5.9123213605489573 0.44578057527542103 1.8112648243550209 2.3590249246917665 4.2524973971303393 1.1117694124113766 0.72132402472197998 2.4102920675650195 0.78906053956597944 1.3171500777825715 1.7169120479375113 3.1187612013891268 1.24800280551426 8.3929882794618589 2.6684946827590457 5.5238501585554811 0.94670210499316443
leaf_count=58 20 258 4 158 34 267 166 29 154 172 95 9 138 184 3 154 35 261 49 16 51 35 19 192 94 38 452 568 162 35
internal_value=0 -0.000528586 -0.000440498 -0.000501401 -0.00038604 -0.000236677 -0.000353248 -0.000229034 -8.53511e-05 2.49072e-05 -0.000223703 -9.39655e-05 -0.000404918 0.00122516 -0.00139836 -0.000286609 0.00104285 -0.00268734 -0.00207847 -7.37261e-05 0.000158674 0.000337383 0.000523884 -0.00142135 0.000969396 0.00143579 0.000960369 -0.00262233 0.00181629 0.000529874
internal_weight=0 59.5276 57.8053 56.9812 54.0418 49.6592 47.8113 45.8329 43.3142 41.8198 36.1551 34.6362 28.029 6.60719 10.1455 5.44723 3.63596 4.69828 4.38257 1.83309 17.8835 17.0707 16.2817 3.03406 13.2476 10.8373 9.1398 2.93943 9.58931 4.06546
internal_count=3910 3438 3180 3122 2550 2327 2293 2127 1860 1706 1534 1439 1246 193 482 218 64 264 223 65 764 626 591 211 380 329 472 572 291 129
is_linear=0
shrinkage=0.0034077


Tree=228
num_leaves=31
num_cat=0
split_feature=1 150 1373 4 0 0 48 4 1374 131 2 52 158 1446 403 1365 14 33 133 156 124 3 3 2 51 16 0 394 4 16
split_gain=1.38266 1.4055 1.57432 1.38476 1.29632 1.33803 1.35849 1.26737 1.00565 0.930676 0.923424 0.915588 0.961705 0.979914 1.03089 0.995746 0.949376 0.934416 0.911843 0.941389 0.941496 0.967833 1.10916 1.16589 1.07238 0.848762 1.10551 0.939472 0.836547 0.821113
threshold=0.085990000000000011 0.077110000000000012 0.10700000000000003 0.51224500000000017 -0.084074999999999997 -0.083934999999999996 0.088875000000000023 -0.00027999999999999998 -0.094679999999999986 0.089325000000000015 0.079395000000000007 -0.42985499999999993 0.11034000000000001 0.089150000000000021 -1.0000000180025095e-35 0.087320000000000009 0.079785000000000009 -0.007134999999999999 -0.26719999999999994 0.11896500000000002 -0.50873999999999986 0.16699000000000003 0.096385000000000012 0.082715000000000025 -0.26960999999999996 -0.089559999999999987 -0.060094999999999989 -0.47621999999999992 -0.51381999999999983 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 8 11 7 -6 25 10 -3 -10 -1 -2 13 14 -13 16 17 -16 -19 20 -20 22 23 24 -22 -7 27 -27 -28 -9
right_child=1 2 -4 -5 5 6 -8 29 9 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0010101591697192136 -0.0028298681908995563 -0.00026841134514165877 -0.0028567080702348595 0.0025236477736307323 0.0059438115489042938 0.00083918309044244321 0.0018176109765739047 -0.0011788794093519532 0.0021912465785791286 -0.0012731456085846944 -0.0026344599826315855 -0.0026484347264521652 -0.0029221447022630795 -0.0029429804362650263 -0.002207544857144062 -0.002796819882171701 -0.0028698726522647243 -0.0026933362156913183 -0.0028389465136303988 -0.0025249207416687632 0.0035109355281177047 0.0029247163204494161 -0.00065108692794894202 0.0021655557825178079 6.7921657919205199e-06 0.00287859989098334 -0.0016279654808044001 -0.0024185771323886056 0.00056586241926466084 0.00090809607601238947
leaf_weight=0.60164343891665328 1.133510264102372 2.3438478177413336 0.76673972979188043 1.357909261016174 0.2752360983286043 2.5014639031141988 2.0785108034033319 4.8629816494649276 6.1997592921834412 0.67189962090924371 5.6199410110712051 1.1249783197418022 1.0192385744303454 0.94384174421429534 1.0764737781137501 0.89353069220669468 0.75201020622625847 0.68802287545989216 0.56630844809118031 0.73197397449985047 0.76051815599204786 1.5617227437905956 4.0242735142819575 4.5214479081332684 6.676039027282882 0.28024002537131121 2.0911977172363549 3.9645470457617185 3.8798201809404427 2.1147055469919014
leaf_count=31 162 28 15 156 10 68 90 307 264 41 740 170 65 51 25 23 28 47 9 16 9 69 75 143 305 2 43 700 153 65
internal_value=0 9.27121e-05 0.000992793 -0.000230114 -0.000724719 -0.000164405 -0.000278032 -0.00136449 0.00131308 0.0018525 -0.00228202 -0.000371361 -0.000261389 -0.000149883 -3.71138e-05 9.4903e-05 0.000215876 0.000328486 0.000468267 0.000583712 0.000709355 0.000823892 0.000618608 0.0010459 0.000365152 -0.000620544 -0.000977976 -0.00206886 -0.00020247 -0.000546386
internal_weight=0 37.814 9.98225 27.8318 28.2703 15.071 14.7958 13.1993 9.21551 6.87166 6.22158 26.4739 25.3404 24.3211 23.3773 22.2523 21.3588 20.6068 19.5303 18.8423 18.1103 17.544 15.9823 11.958 7.43656 12.7173 10.2158 4.24479 5.97102 6.97769
internal_count=3910 1701 348 1353 2209 1066 1056 1143 333 305 771 1197 1035 970 919 749 726 698 673 626 610 601 532 457 314 966 898 702 196 372
is_linear=0
shrinkage=0.002796


Tree=229
num_leaves=31
num_cat=0
split_feature=1213 156 15 15 474 51 483 403 3 1374 156 158 453 150 160 133 1 14 403 13 16 129 475 151 123 1 12 12 484 4
split_gain=1.25228 1.28959 1.2226 1.34123 1.31545 1.42127 1.29737 1.19418 1.1206 1.17165 1.15935 1.13818 1.01935 1.06456 1.22503 1.39418 1.18204 1.09276 1.03588 0.956962 0.994805 0.895498 0.867021 0.782836 0.759862 0.831471 0.851727 0.956346 0.883414 0.835882
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 -1.0000000180025095e-35 0.11024000000000002 0.088030000000000011 -0.084084999999999979 0.30601500000000009 0.086000000000000007 0.10691500000000002 0.084965000000000027 0.089075000000000015 -0.099594999999999975 -0.217635 -0.26719999999999994 0.099595000000000017 0.077685000000000018 0.07955000000000001 -0.021089999999999994 0.032820000000000009 0.094360000000000013 -0.086004999999999984 0.087190000000000017 1.0000000180025095e-35 0.09112000000000002 0.10257000000000001 -0.0089849999999999982 -0.065229999999999996 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 4 -4 -3 -6 7 -5 9 10 11 12 13 -9 18 -16 17 21 -15 -18 -21 24 -1 -13 25 26 27 -17 -29 -27
right_child=1 2 3 6 5 -7 -8 8 -10 -11 -12 23 -14 14 15 16 19 -19 -20 20 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0032180755520952436 -0.0030513781534566402 -0.0049811614505796825 -0.0028347487627462544 -0.002291281354351085 0.0026859756438820264 -0.0015748735176270001 -0.002301306334656807 0.0034904382090479124 0.003085412200963757 -0.002615764347628485 -0.0030936118492743514 -0.0020809538355388056 -0.0030293363400001831 -0.0029343298608423486 -0.0025852191247981082 -0.0022829631836419925 0.0028329045467505912 -0.003180678428453479 0.0022368294210097133 0.001564303181211531 -0.00082949043503762528 -0.0031957157142951651 -0.0027328799387277419 0.0030763415155669713 0.0028125701018565964 -0.0020999528000939004 -0.0018108102969410095 -0.0030296188577875437 0.00092154948153821145 0.00092759267231770485
leaf_weight=0.24122019112110171 1.3664735578931857 0.27412309497594822 1.7199924570741121 2.038561451714485 3.3888283278793088 0.89009816758334626 2.3941443571820846 0.94187909038737316 1.0731335962191213 1.5107652116566885 1.0203405135544006 2.8499657728243615 0.82628494850359757 1.7667999097611748 1.3685509639326472 0.94828383531421323 2.8958101710304618 0.84855121211148699 0.43462818441912521 4.8167041279375535 2.3143996279686689 0.65076800319366057 2.5611474029719821 0.29220232041552652 1.0965536874718953 2.3955994839780028 1.350001330487429 0.52463379572147673 17.713519356329929 1.2494538892060516
leaf_count=4 196 3 88 416 283 21 241 18 71 69 140 217 26 195 133 27 87 33 16 144 64 27 588 8 37 78 44 122 495 19
internal_value=0 -0.000169096 -0.000103007 -0.000226623 0.00139139 0.00179964 -0.000142493 -4.10053e-05 5.28264e-05 -1.52343e-05 6.96118e-05 0.000140885 0.000270787 0.000336787 0.000263216 0.000388741 0.000499327 0.000170248 -0.00191339 0.00137815 0.000787397 0.000279911 -0.00222064 -0.00160136 0.000369389 0.000258598 0.000493024 0.000655127 0.000807891 -0.00106217
internal_weight=0 60.9611 59.5946 55.0415 4.55305 4.27893 53.3215 50.9274 48.8888 47.8157 46.3049 45.2846 42.1424 41.3161 40.3743 38.1728 36.8043 26.7774 2.20143 10.0269 7.1311 25.9288 2.80237 3.14217 25.278 24.1815 20.5364 19.1864 18.2382 3.64505
internal_count=3910 3318 3122 2815 307 304 2727 2486 2070 1999 1930 1790 1565 1539 1521 1310 1177 882 211 295 208 849 592 225 822 785 688 644 617 97
is_linear=0
shrinkage=0.00300078


Tree=230
num_leaves=31
num_cat=0
split_feature=1 47 50 156 158 401 483 51 42 157 42 3 42 0 482 15 123 4 33 2 1212 457 43 133 156 43 393 129 2 48
split_gain=3.34229 1.81683 1.65266 1.58027 1.46687 1.38946 1.39093 1.41725 1.63925 1.79998 1.41053 1.38527 1.37513 1.61857 1.36306 1.30655 1.30281 1.29533 1.20827 1.2066 1.19647 1.15915 1.24274 1.15274 1.14358 1.08708 1.07688 1.49327 1.02933 1.54169
threshold=0.10113500000000002 0.087850000000000025 0.088425000000000017 0.11896500000000002 0.084965000000000027 0.083100000000000021 0.088030000000000011 -0.10748999999999999 -1.0000000180025095e-35 -0.084354999999999986 -0.088669999999999985 -0.091594999999999982 0.092145000000000019 -0.074249999999999997 0.10611500000000001 0.035895000000000003 0.11662000000000002 -0.49837999999999999 -0.007134999999999999 0.10869000000000002 -0.50114499999999984 -0.066264999999999991 -0.089949999999999988 0.091545000000000015 -1.0000000180025095e-35 0.021175000000000003 0.085075000000000012 0.084010000000000015 0.089710000000000012 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 5 6 7 -1 10 -10 11 -9 13 18 15 24 20 -15 -11 -19 -4 -20 -23 25 -2 -14 27 -13 29 -24
right_child=1 -3 16 -5 -6 -7 -8 8 9 12 -12 26 23 17 -16 -17 -18 19 21 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020936028212482256 -0.0026229544354992216 -0.00050750714027017246 0.0019422136896359403 -0.0021080062738877809 -0.0019915477411549662 -0.0023741764971684852 -0.002598150623829538 -0.002298283930288152 -0.0026769622469996757 -0.0027418663463541775 -0.0023647032661073784 0.0015037242977067786 0.00069417148799197598 -0.00084855220621793306 -0.0026824854440507698 -0.00012973673473374198 0.0031081868810824459 0.0025603800323247992 -0.0019269025293490315 -0.00012917465574849331 -0.0025788894182169632 -0.001480915326370651 0.00043396760501567981 -0.0025424217256883597 0.0015818877903212287 -0.0026749558154431151 0.0029378383486077918 -0.0026559601946698607 0.0013300150318419784 -0.0028057874013538682
leaf_weight=2.5418869478162369 0.42366363247857108 10.970311652868984 0.40043042413890351 1.1421471573412407 4.2248013694770625 2.258340881438925 1.6847397827077646 1.4456638153642414 1.4344392279162992 0.92804484907538309 3.5503663686104101 1.2818277240730829 2.6089137946255501 1.2798356777057049 0.6354996426962306 4.3633126779459408 0.30339451134204853 4.6197118880227306 1.4980981787666738 1.373903573490679 5.1640548694413146 2.017469629179689 7.5842324593104262 1.8968889561947433 13.344994585495447 0.7927621139679103 0.94120469735935319 0.95691363513469685 7.1050715795718125 1.0632401788607238
leaf_count=165 24 249 9 56 281 224 158 102 100 22 337 51 77 19 14 91 2 68 63 17 545 61 249 135 553 38 9 57 112 22
internal_value=0 0.000315838 -0.00070742 0.000769506 -0.000567168 -0.000444014 -0.000350485 -0.000266186 -0.000156577 8.571e-05 -0.00117014 -0.000253253 0.000206647 0.000433341 0.000944626 0.00107175 -0.00197632 0.00145251 6.62983e-05 0.00194386 -0.00225354 0.000201553 0.000380992 -0.000968614 0.0014525 -9.10052e-05 0.000676457 -0.000274265 0.000619452 3.56272e-05
internal_weight=0 30.8799 58.9562 19.9096 53.0884 48.8636 46.6052 44.9205 42.3786 34.2026 8.17598 4.62561 32.7682 27.4696 18.7675 18.132 5.86788 7.27345 20.1962 5.99362 5.56449 19.2681 17.77 5.29856 13.7687 3.40168 3.17995 2.23874 15.7525 8.64747
internal_count=3910 987 2923 738 2367 2086 1862 1704 1539 983 556 219 883 633 682 668 556 104 529 85 554 507 444 250 577 115 117 108 383 271
is_linear=0
shrinkage=0.00251965


Tree=231
num_leaves=31
num_cat=0
split_feature=31 2 403 484 123 133 401 14 150 1446 1425 1455 15 15 1 3 160 40 128 457 4 47 15 52 0 453 15 147 9 16
split_gain=1.23324 1.16485 1.22988 1.30832 1.20538 0.98663 0.941696 0.93509 0.90727 0.900415 0.913032 0.896269 0.917065 1.60019 1.5547 1.21093 1.14667 1.55402 1.0823 1.15784 1.20422 1.02799 1.48532 1.23078 0.884804 0.875919 0.83339 0.839068 0.74769 0.815892
threshold=-1.0000000180025095e-35 0.099015000000000006 -1.0000000180025095e-35 -0.0043499999999999988 0.086020000000000013 -0.26719999999999994 0.10328000000000002 0.078335000000000016 0.10139000000000002 0.091660000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11739999999999999 -0.106555 0.12446500000000001 -0.15327499999999997 -0.092169999999999988 0.0034800000000000005 0.086435000000000012 -0.0015249999999999997 0.15927500000000003 0.09550500000000002 -0.098459999999999978 -0.11051499999999999 -0.050704999999999993 0.10963500000000002 0.10363000000000001 0.088505000000000014 0.084755000000000011 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 9 -5 7 11 -4 10 25 -7 14 -14 -13 -15 17 -17 19 -18 21 22 -21 -24 -23 26 27 -3 29 -25
right_child=1 4 3 5 -6 6 -8 -9 -10 -11 -12 12 13 15 -16 16 18 -19 -20 20 -22 24 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0032200476603167689 -0.0024558897087975165 0.00046786705641431735 -0.0033404946263803467 -0.0034083688424193415 0.0026678570315560998 -0.0033832977946856788 -0.0033688230101797567 -0.0033415544197984912 0.0028594878088309436 -0.0034623135136742063 -0.0044140665733360101 -0.0029214336560778832 0.0038686294806167874 0.0031559412507165632 0.0034140747482956156 -0.0034416906583201179 -0.0026717585240512006 0.0039268485640669166 -0.0036768053378091544 -0.0036894308847915665 0.0034515773493684391 0.0052264737311947434 -0.0023130393059479239 -0.0016221853260858811 0.00049470208179303119 -0.0035439200134651174 -0.0014087245176152123 0.0035041479405739998 -0.0025011790996124186 0.0011630875021318684
leaf_weight=1.085630174493416 3.8826331145828581 15.077849029330556 2.4569261820288371 1.0872829027939577 2.0691309734247616 0.83065355336294544 0.995677275583147 0.94334995979443093 0.28944922983646382 0.78557207435369392 0.46864274307154019 2.2253827243112094 1.308786055073148 1.353173620300377 0.52524066739715625 1.9674055979121683 1.3206987753510748 0.37364646699279536 0.76933994609862466 1.0971055943519115 1.4361233110539604 0.81517311348579824 1.7323596347123587 1.2926147431135362 0.92613697261549421 0.64026227034628291 2.4378767892485476 1.0693506661336858 0.77069706469774324 10.747541940770928
leaf_count=113 797 671 410 139 146 96 95 48 5 53 49 74 14 29 43 195 78 4 44 21 24 29 97 11 21 15 149 59 43 338
internal_value=0 -0.000341137 -0.000686551 -0.000491747 0.000258547 -0.00030634 -0.000199033 -9.53351e-05 -0.00268706 1.51243e-05 0.000153836 8.5003e-06 0.0001068 0.000299842 -0.00171165 0.000109988 -6.72983e-05 -0.00226563 0.000178849 0.000326145 0.000536549 0.0002957 2.69245e-05 0.000307278 0.00270982 0.000265184 0.000396409 0.000668945 0.000661612 0.000864064
internal_weight=0 61.6961 39.1474 35.2648 22.5487 32.5184 31.4311 30.4354 2.74638 20.4796 19.694 29.4921 28.6614 25.9108 2.75062 24.602 23.2488 2.34105 20.9078 20.1385 18.8178 17.3816 15.6403 14.5432 1.74131 19.2253 18.5851 16.1472 12.8109 12.0402
internal_count=3910 3797 2655 1858 1142 1443 1304 1209 415 996 943 1161 1065 948 117 934 905 199 706 662 584 560 510 489 50 894 879 730 392 349
is_linear=0
shrinkage=0.00331226


Tree=232
num_leaves=31
num_cat=0
split_feature=1456 42 39 42 1365 1456 133 1429 393 43 157 33 48 401 9 2 160 160 4 3 151 2 48 51 15 15 52 2 132 47
split_gain=1.12384 1.15467 1.38823 1.19215 1.17139 1.15419 1.13484 1.1113 1.0763 1.04276 1.03894 1.08037 1.0924 1.0236 0.928363 1.26357 1.34729 1.05323 0.882837 0.868845 0.858928 0.853748 0.899968 0.983155 0.995727 1.34136 0.884796 0.845624 0.779971 1.05517
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085060000000000011 -0.085679999999999992 1.0000000180025095e-35 0.075285000000000005 0.19121000000000002 -1.0000000180025095e-35 0.084330000000000016 -0.044024999999999988 -0.084354999999999986 -0.007134999999999999 0.12649500000000002 0.10072000000000002 0.091370000000000021 0.086545000000000025 0.085545000000000024 -0.089989999999999987 0.24280000000000004 0.11476000000000001 -0.035524999999999994 0.087005000000000013 0.097140000000000018 0.10731500000000001 -0.10071499999999999 -0.095799999999999982 0.11588000000000002 0.13345500000000002 0.080815000000000012 0.11566000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 3 4 8 5 6 7 -3 28 -4 19 -12 13 14 15 16 17 -13 -11 -9 -1 -17 23 24 -23 -26 -27 -14 29 -2
right_child=1 2 9 -5 -6 -7 -8 10 -10 18 11 12 27 -15 -16 21 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00051968289941323436 -0.0022658867497643074 -0.0026911993686789949 0.0025244384937555594 -0.0023080031723269482 -0.0028379897104880876 -0.002370457562039002 -0.0029720289231260429 -0.0028579906039940678 0.0015929231989778572 -0.0021266781639112408 -0.0026767652929665041 -0.0025981319533115621 -0.0034043262640547738 -0.0026677542558842743 0.0034831233974230275 0.0033446009931576005 -0.0030190713525570958 0.00047052524363417204 0.0025618829177654224 0.0030726550540681069 -0.0029353955433839142 0.002373003526605032 0.0022390137029097506 -0.0024482939101909706 -0.0035497398884974775 0.00089418316197283011 -0.0012225457072636559 0.0004972012986086742 0.0010617791390004924 0.0010912256363887116
leaf_weight=0.81418687314726446 3.3514181958744302 1.0847384179942299 3.009429338388145 3.6288879755884391 1.2354605854488898 1.6313131112838153 0.96797840541694213 1.3841665337095026 1.8164385997224597 0.90786471730098017 0.94123562355525692 1.03380723344162 1.0453134158160526 0.790181566728278 0.89261834393255313 1.1214026237139503 1.2958589894697059 7.5271354784490567 0.50957105332054198 0.23480690736323584 2.0749264438636592 2.4478993616066882 2.9716130830347529 0.85026047972496499 0.66476327762939114 11.513299337821087 1.8647816105512891 0.79470089636743058 1.2380624630022792 0.98434627684764553
leaf_count=41 357 124 264 498 65 255 203 143 55 31 30 90 28 120 37 16 59 300 43 5 328 104 72 33 13 388 80 21 92 15
internal_value=0 -0.000139779 5.60037e-05 -0.000969882 -0.000102979 -2.0681e-05 7.65434e-05 0.000153274 -0.000312816 0.00157489 0.000235832 0.000336972 0.000418453 0.000537743 0.000616446 0.000534669 -0.000310096 9.99586e-05 -0.000441131 -0.00199784 -0.00196171 0.000923149 0.000789467 0.000541068 0.000695199 0.00040273 0.000599131 -0.00171926 -0.000933872 -0.00150372
internal_weight=0 57.7394 46.7202 11.0192 42.2933 41.0579 39.4266 38.4586 7.39027 4.42687 37.3738 35.7549 34.8136 32.9736 32.1834 31.2908 9.8568 8.56094 1.41744 1.61897 2.88911 21.434 20.3126 17.341 16.4907 14.0428 13.3781 1.84001 5.57383 4.33576
internal_count=3910 3541 2524 1017 2186 2121 1866 1663 519 338 1539 1391 1361 1312 1192 1155 449 390 74 148 369 706 690 618 585 481 468 49 464 372
is_linear=0
shrinkage=0.00285076


Tree=233
num_leaves=31
num_cat=0
split_feature=4 12 453 13 48 11 52 15 38 3 3 4 156 13 15 39 11 41 1 0 42 0 0 16 1375 1456 4 49 16 48
split_gain=3.72201 2.67214 1.70214 1.69517 1.70105 1.48154 1.31231 1.30368 1.19046 1.45628 1.64824 1.43342 1.34212 1.11074 1.01615 1.04001 1.00287 1.21116 1.00057 1.45981 0.986294 0.962324 1.36141 0.960289 0.953283 0.923115 0.903662 1.01946 0.954316 0.88756
threshold=0.27608500000000008 0.051320000000000005 1.0000000180025095e-35 -0.094679999999999986 0.08346000000000002 0.077165000000000025 0.11588000000000002 -0.10981499999999998 1.0000000180025095e-35 0.31335500000000011 -0.010319999999999998 -0.0010999999999999996 0.093155000000000002 0.17936000000000002 0.10687500000000001 -1.0000000180025095e-35 0.088315000000000018 0.081670000000000006 0.10420500000000001 -0.10131499999999999 -1.0000000180025095e-35 -0.084304999999999977 -0.10071499999999999 -0.014099999999999998 -0.044039999999999989 0.091180000000000011 0.0057500000000000008 -0.047309999999999998 -0.09601999999999998 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 16 5 -5 6 21 -6 9 10 11 13 14 -1 15 -12 24 -18 19 23 -9 22 -3 26 -2 -26 28 -28 -17 -20
right_child=2 3 -4 4 7 -7 -8 20 -10 -11 12 -13 -14 -15 -16 18 17 -19 29 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0017426802540967251 -0.0012383997413830357 0.00055578767667960305 -0.0014549058345571439 -0.0011488247273834951 -0.0019348203893637165 -0.0019726662743862053 -0.0015291382596192154 -0.0020063594770892263 -0.0011994638064495328 0.0019945393531215737 -0.0019726008732457237 -0.00083045404104170031 -0.0018586075929539533 -5.7818740943542572e-05 -0.0017744314461790142 0.00029623270336070004 0.0013775604371417448 -0.0015856633118573162 0.0012903856990592753 -0.0014902751062565354 0.00065062002027974346 0.0014637829383344107 -0.0019856482415067005 0.0014686517109617364 0.0016057185560604049 -0.00099315975462919048 0.0018862505506911107 -0.0002566090829580523 -0.0013824176432288041 -0.00048991076895648592
leaf_weight=4.02513830922544 0.51405519153922519 3.6036511221900569 1.1622104942798603 27.995005891891196 1.0837788151111452 1.2577959806658316 1.2888867328874765 0.56447320315055538 2.8914338480681172 1.3530313465744246 0.93569765891881118 1.6062426040880406 1.7814761381596316 1.7716586515307424 1.2777715306729067 2.1533309938386189 0.90830697771161695 1.0890213195234535 3.6035160454921416 2.5437968629412238 4.5050138393416992 2.61535445973277 0.95797310676425729 1.5896120490506298 7.1385693917982289 0.52693765051662911 1.3599485727027061 1.9260888975113628 2.7932770857587457 1.3945505376905201
leaf_count=120 12 70 22 2199 113 65 49 44 66 53 20 50 72 24 24 20 30 15 65 75 128 27 56 22 354 8 16 30 42 19
internal_value=0 -0.000445386 0.000717527 -0.000751799 -0.000950553 -5.37986e-05 0.000231293 -4.84948e-05 -3.81058e-05 7.33993e-05 -1.69753e-05 0.000753499 -0.000284021 0.0011924 -0.000140741 -2.66694e-05 0.000965621 -0.000238105 7.81907e-05 -0.000210981 0.000354773 0.000547442 2.20683e-05 0.000120334 0.00125955 0.00142707 -0.000140008 0.000630228 -0.000651677 0.000793651
internal_weight=0 76.8785 11.3391 43.8719 34.1483 9.72366 8.46587 6.15327 33.0066 30.1151 28.7621 7.40304 21.3591 5.7968 19.5776 18.2998 10.1769 1.99733 17.3641 12.3661 5.06949 7.17698 4.56162 9.82226 8.17956 7.66551 8.23265 3.28604 4.94661 4.99807
internal_count=3910 3469 441 2751 2484 267 202 285 718 652 599 194 405 144 333 309 419 45 289 205 172 153 126 130 374 362 108 46 62 84
is_linear=0
shrinkage=0.00189484


Tree=234
num_leaves=31
num_cat=0
split_feature=1 52 47 15 52 484 0 4 52 403 48 2 4 52 133 15 4 9 1213 3 0 0 475 151 50 13 1 12 42 14
split_gain=5.41154 2.6126 2.21565 3.07598 2.51329 2.05603 1.96833 2.23177 1.88671 1.78262 1.58999 1.5875 1.57192 1.56301 1.43808 1.51333 2.5627 1.60403 1.81809 1.48513 2.60799 1.40427 1.217 1.20226 1.15167 1.12848 1.49438 1.05058 0.994056 1.06004
threshold=0.094485000000000013 -0.42985499999999993 0.096300000000000011 0.035895000000000003 0.12539500000000003 -0.0043499999999999988 0.024745000000000003 -0.49837999999999999 0.10433000000000002 -1.0000000180025095e-35 0.12862000000000004 0.14808000000000002 0.22584000000000001 0.17829500000000004 -0.21767499999999998 -0.0063699999999999989 -0.0031049999999999997 0.083710000000000021 -1.0000000180025095e-35 -0.084129999999999996 -0.077944999999999987 -0.08176499999999999 -0.086424999999999988 -0.078754999999999978 0.11901000000000002 -0.057284999999999996 0.13026000000000001 0.092475000000000016 -0.099059999999999981 -0.073394999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 10 -1 9 8 -8 22 24 12 -5 14 -11 16 -16 18 -17 20 -20 -21 -7 -18 -3 26 27 -4 -27 -30
right_child=1 2 25 11 -6 6 7 -9 -10 13 -12 -13 -14 -15 15 17 23 -19 19 21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0018387135926506333 -0.0019388597500562446 0.0015088609014733891 0.0006366352943802374 -0.001427204419382777 -0.0005337722502686764 0.0016492823919032639 -0.0019159603400298322 0.0010382818425758817 0.00071848416490716716 -0.0019448614635839759 -0.00084129794933365571 0.0020956005183665393 0.00088375521847964937 -0.0019398249164961018 -0.0017317822275579569 -0.0019139407509852133 0.00079335442988824807 -0.0019801217074709569 -0.001282499631988404 0.0014589973362909435 0.0014865973931170336 -0.00036400944392483612 -0.0017978093288549015 -0.00059922472427499033 -0.00073636745785131766 0.00057815993595815133 0.0020807464924915593 -0.0014222417649822987 0.00055840923428210701 -0.0017012166953431006
leaf_weight=5.1175441485829642 1.9447794570587564 15.68920701649041 1.8960014055483045 4.3971915743313721 3.4393725469708434 0.38925809785723675 2.392875986173749 5.192694931291042 1.6516952868551014 2.2355438051745287 1.2319111116230477 0.73008217941969622 1.3932627029716966 2.8197379172779611 6.2432931219227568 1.2919227024540276 3.0788898197934023 1.2823517899960268 3.5222594309598185 5.7023043716326356 1.8725617323070758 2.0703497976064744 6.7922238940373054 8.0683359927497822 0.86657994240522462 1.2676568664610384 1.2453260933980344 1.6805008472874758 0.90829639509320248 4.1836311896331591
leaf_count=485 143 549 35 145 73 6 47 68 18 164 12 16 15 230 309 156 38 39 92 53 22 44 768 184 12 9 27 44 16 91
internal_value=0 0.000205717 0.000312853 0.000599981 0.000949847 -0.000689615 -0.000581924 0.000215815 -0.000840123 -0.000744346 0.00123671 -0.000538978 -0.000871156 -0.000581371 -0.000473067 -0.00037376 -0.000759271 5.21284e-05 0.000232361 0.000442945 -0.000321336 0.000973415 -0.00161097 -0.000214591 0.00139134 -0.000399678 0.000292045 -0.000330775 -0.000924141 -0.00129815
internal_weight=0 40.8738 38.929 27.7476 21.2271 59.7238 54.6063 9.23727 4.04457 45.369 17.7877 6.52054 5.79045 38.1876 35.3678 33.1323 17.3905 15.7417 14.4594 13.1675 5.39482 7.77265 7.18148 11.1472 16.5558 11.1814 4.82183 3.5765 6.35958 5.09193
internal_count=3910 1187 1044 822 646 2723 2238 133 65 2105 573 176 160 1331 1101 937 531 406 367 211 114 97 774 222 561 222 106 79 116 107
is_linear=0
shrinkage=0.00189594


Tree=235
num_leaves=31
num_cat=0
split_feature=4 12 48 3 15 16 0 1 47 2 50 48 1375 484 160 403 52 1213 475 133 157 158 1 2 12 403 0 3 15 13
split_gain=4.68843 3.59098 2.24705 2.08892 1.67383 1.54068 1.96785 1.78057 1.74326 1.5817 1.50123 1.35513 1.16481 1.09412 1.17043 1.23288 1.48673 1.45117 1.83979 1.4935 1.0748 1.22223 1.38429 1.1245 2.05562 1.20014 1.08527 1.81744 1.02221 0.902523
threshold=0.28937500000000005 0.080120000000000011 0.11930500000000001 0.097615000000000021 0.18599000000000002 0.15737500000000001 -0.075584999999999986 1.0000000180025095e-35 0.077735000000000012 0.090545000000000014 0.14390500000000003 -0.089609999999999981 -0.43144499999999991 -1.0000000180025095e-35 -0.096329999999999985 -0.092224999999999988 -0.42985499999999993 -1.0000000180025095e-35 -0.085719999999999977 -0.21767499999999998 -0.074224999999999985 0.084965000000000027 0.10080500000000002 0.08400500000000001 0.094045000000000004 0.03138500000000001 -0.084074999999999997 -0.083604999999999985 0.05377500000000001 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 13 6 7 -1 9 -9 -2 -11 -13 -3 -15 -16 -17 18 -18 -19 -21 22 23 25 26 -22 27 -25 29 -8
right_child=2 3 -4 -5 -6 -7 28 8 -10 11 -12 12 -14 14 15 16 17 19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015764577461825509 0.0013061236029890812 -0.0017846218171505555 -0.0011015730135929928 0.00060996292087986653 0.00068428052200691773 -0.00083219453804139613 0.0015222137225145503 -0.00029715690715099692 -0.00083490004872445261 -0.00093187223932387553 -0.0020032549004879462 -0.00068029518802320359 0.0014876981242575172 -0.001763413519755384 -0.0018798287439729382 -0.0018899297639375847 0.0021429373524823616 -0.0019039987750664807 -0.0018907028599004126 -0.0015520583809840939 -0.001917292738305546 -0.0016394841842993881 0.00141473652134199 -0.0016242851739132007 -0.0014427515030662158 0.00040410900395926482 0.0011440026766536583 0.00079694037794254846 -0.0006246704892514329 -0.00060084320711839426
leaf_weight=2.5773828318342593 9.3931060992181266 5.1684118155390015 1.8226034268736828 3.3760223537683478 2.1734918579459181 6.7887460389174512 5.5862653949297991 6.671372116077694 5.5253807245753697 1.189765077084308 0.49662881158292371 0.98294195160270526 6.4406074061989633 4.4776882212609044 3.0285947863012543 2.9391382918693152 0.43250200152397145 1.8583119600080049 3.8786476999521318 1.7648807782679927 2.0861981585621687 1.5091809318400908 2.3812731448560944 1.7099226824939302 2.2235881919041267 1.2113406416028736 4.9116920609958399 2.8365514283068478 1.1720228083431719 0.78597360383719195
leaf_count=84 379 509 38 33 31 153 153 92 90 14 9 7 129 366 377 258 4 140 429 112 104 50 28 67 66 31 82 45 17 13
internal_value=0 -0.000460178 0.000791127 -0.000796932 -0.000903449 -3.19424e-05 0.000143693 -0.00012205 5.80822e-05 0.000380893 0.00113994 0.000906072 0.00120064 -0.000984804 -0.000873828 -0.000752282 -0.00063747 -0.000500134 -0.00148604 -0.000311169 -0.000167722 -3.82453e-05 0.000100953 -0.000107901 0.000162139 -0.00106453 0.000539444 -0.000113679 0.000967506 0.00126035
internal_weight=0 85.6879 11.7123 47.9674 44.5914 37.7205 30.9317 23.3875 20.8101 15.2847 9.88973 8.61331 7.42355 42.4179 37.2495 32.7718 29.7432 26.8041 4.31115 22.4929 20.6346 18.8697 17.3606 14.9793 11.6818 3.29754 9.45817 4.54647 7.54426 6.37224
internal_count=3910 3484 426 2732 2699 752 599 416 332 242 388 150 136 2668 2159 1793 1416 1158 433 725 585 473 423 395 260 135 194 112 183 166
is_linear=0
shrinkage=0.00185503


Tree=236
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 49 15 11 12 50 51 156 133 52 131 48 150 9 42 48 12 402 1 1186 43 15 0 4 49 484
split_gain=7.1917 3.00312 2.60471 2.04437 2.47709 1.86254 1.7633 1.75377 1.72125 2.35966 1.70283 1.65831 1.56775 1.44374 1.43163 1.32318 1.31655 1.19209 1.14279 1.12679 1.07139 1.58676 1.52611 1.24238 2.72164 1.39315 1.1662 1.17625 1.129 1.06732
threshold=0.10420500000000001 1.0000000180025095e-35 0.084155000000000021 -0.11266 0.084925000000000014 -0.085974999999999982 0.079360000000000014 0.08184000000000001 -0.041094999999999993 0.11551000000000002 -0.097124999999999989 0.11896500000000002 -0.0023199999999999996 -0.24456499999999998 0.08567000000000001 0.086285000000000014 0.08826500000000001 -0.016839999999999997 -0.097204999999999986 -0.086624999999999994 0.094045000000000004 -0.47918499999999992 0.10080500000000002 0.085080000000000003 0.0016850000000000001 0.15086500000000003 -0.076734999999999984 0.0021050000000000005 0.12114500000000002 0.084750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 6 17 -6 7 -1 -2 11 -7 13 -3 -10 18 29 -17 -5 -15 -20 22 -22 23 25 -25 26 27 -19 -29 -12
right_child=2 12 -4 4 5 10 -8 -9 9 -11 15 -13 -14 14 -16 16 -18 20 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00051866566438788007 0.0013644691385051506 -0.0011508720640183965 -0.00022081054400103836 0.0018168275438335568 -0.0014520944762804486 -0.0014865277737682384 -0.0011763946152381025 -0.0010312421800246542 -0.00054106490194590377 -0.0015662658338764025 0.00027213502946986753 -0.0011678365160038432 0.00087965826185543519 -0.00051494083131585532 -0.00080631516897792968 -0.0014199082063703153 0.00019233289274781957 -0.0012707075567396891 -0.00031023528943824969 0.0012447219523712267 0.0017647596895716128 -0.0014779173227705189 0.0012873893029758479 -0.0014889038359522299 0.0017043914724479184 0.00071313760774741064 -0.00022503288326810198 -0.00077443034110242094 0.0011107694422874531 0.0015698017843579649
leaf_weight=7.9926360547542554 4.778670009225606 0.94703580066561688 12.417280894704161 0.33908389881253143 2.0398554671555749 1.3672548914328206 2.2738760937936595 1.8552054283209143 1.8131015282124323 1.1839177664369334 4.9522050786763412 1.0989370048046101 4.5614694068208328 0.98929192870855232 1.0216235006228096 1.6342543587088583 2.8953376896679401 17.589903239626437 1.0628889016807086 10.040366877801716 0.32397120958194126 7.9147506477311236 0.72606477700173755 1.0281115430407219 1.1848718579858539 1.0730971824377764 3.9271370805800059 6.9178975452668956 0.72372275870293368 1.7760268747806547
leaf_count=123 246 29 234 3 31 58 102 73 37 26 63 40 90 13 17 23 21 1293 17 250 8 620 10 50 11 13 163 223 7 16
internal_value=0 -0.000489605 0.000305013 -0.000571601 -0.000686576 -0.000178826 -3.65159e-05 0.000226683 0.000601951 0.000390225 2.68983e-05 0.000534759 0.000530564 0.000660103 0.000826171 0.000210703 -0.000389356 -0.000864933 0.000964089 0.00109587 -0.000886892 -0.00135041 -0.000771768 -0.000817849 0.000220845 -0.000893882 -0.000953024 -0.00106633 -0.000595887 0.000614675
internal_weight=0 74.0438 34.4061 68.5353 56.4135 14.6649 12.1217 9.84784 21.9888 17.2101 12.6251 16.0262 5.50851 14.9273 13.1142 11.2578 4.52959 41.7486 12.0925 11.1033 41.4095 8.23872 33.1708 32.4447 2.21298 30.2318 29.1587 25.2315 7.64162 6.72823
internal_count=3910 3030 880 2911 2613 212 298 196 646 400 181 374 119 334 297 123 44 2401 280 267 2398 628 1770 1760 61 1699 1686 1523 230 79
is_linear=0
shrinkage=0.00143612


Tree=237
num_leaves=31
num_cat=0
split_feature=4 12 48 13 49 1 13 52 151 15 15 50 11 52 160 147 0 0 52 4 457 0 1 150 48 43 1186 43 13 150
split_gain=5.27507 3.9936 2.23222 2.17253 2.08889 1.62219 1.98033 2.65267 1.77258 1.75603 1.58825 1.56982 1.5125 1.42223 1.38905 1.38653 1.28977 1.51332 1.11476 1.11663 1.10182 1.47282 1.07992 1.30307 1.0196 0.993803 1.40624 1.99537 1.17098 0.953607
threshold=0.28937500000000005 0.051320000000000005 0.12933000000000003 -0.094679999999999986 -0.064499999999999988 0.085990000000000011 -0.00059999999999999995 -0.0093349999999999978 -0.095804999999999987 -0.038029999999999987 0.085950000000000013 0.14390500000000003 0.077165000000000025 0.11588000000000002 -0.066794999999999979 0.084485000000000018 -0.084304999999999977 -0.10071499999999999 -0.08799499999999999 -0.0010999999999999996 0.081330000000000013 -0.047019999999999999 0.11368000000000002 0.081245000000000026 0.091690000000000008 -0.17307499999999998 0.085080000000000003 0.0016850000000000001 0.16421000000000002 0.09833500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 12 14 9 7 -7 -8 -1 15 22 13 16 -5 18 17 -3 -10 -20 21 -16 23 -2 -9 28 -27 -28 -6 -21
right_child=2 3 -4 4 25 6 8 24 10 -11 -12 -13 -14 -15 20 -17 -18 -19 19 29 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014023618438813604 -2.0209948787160016e-05 0.00038159965628162739 -0.0013104399225852465 -0.0016086536275770581 0.00057209357293791128 0.0014650732522099486 0.0014491345657467118 -0.00064965320292769736 -0.0011737751780296379 -6.1572552436224749e-05 -0.0016937670256850315 -0.0016899605277183455 -0.0016134044612277816 -0.0012772022814797799 -0.0010640079757690104 0.0012006525387556245 0.00122838138634799 -0.001637418690181658 0.00067820194330393358 -0.00084975582871636105 0.00093805215481717837 0.0011692739132485724 0.0014851042788324494 0.0016374526861060092 0.0011984548937114504 -0.0012281864618340055 -0.0016038552902735855 0.001837030629538242 -0.0010235271628717146 0.00032578993888497838
leaf_weight=3.7765576145611703 3.6133379936218226 3.9669093382544802 1.2500047367066134 1.2431555092334745 1.8863470451906277 5.2727363635785878 1.5474586188793207 3.0302902720868574 2.7269882294349399 6.1960614817216975 1.7233223747462023 0.54657637327909547 1.3573844120837737 1.4466180889867244 2.3713274644687772 1.6876923739910115 2.8521399563178411 1.1503381477668884 3.3384548155590901 4.4236970618367204 2.6537509830668569 1.0120874326676124 5.4708413849584758 1.6635602330788968 0.93937349133193482 26.636976198758937 0.74944105790927895 0.88040866702795029 2.6665199045091867 2.6509547550231218
leaf_count=110 55 72 24 60 46 177 12 53 60 105 33 9 65 50 49 21 27 56 48 62 28 22 283 55 27 2118 46 6 114 17
internal_value=0 -0.000419356 0.000654798 -0.000701821 -0.000867832 -3.42432e-05 0.000160926 0.000744623 -0.000137151 -0.00056932 -0.000285462 0.000872302 -8.39042e-05 0.000136584 -0.000116774 -0.000121785 0.000393217 -7.22681e-05 -0.000291637 -6.06218e-05 0.000190429 -0.000395962 0.00100261 0.000502374 -0.000212321 -0.00103444 -0.00114268 0.000254835 -0.000362428 -0.000409265
internal_weight=0 88.187 12.5443 50.8734 40.1 37.3136 27.341 9.2424 18.0986 9.97262 16.5511 11.2943 10.7734 9.41601 7.28032 14.8278 7.96939 5.11725 13.1401 10.4131 6.03717 3.38341 10.7477 5.2769 3.96966 32.8197 28.2668 1.62985 4.55287 7.07465
internal_count=3910 3484 426 2759 2489 725 510 257 253 215 241 402 270 205 159 208 155 128 187 127 99 71 393 110 80 2330 2170 52 160 79
is_linear=0
shrinkage=0.00154987


Tree=238
num_leaves=31
num_cat=0
split_feature=1 47 12 52 13 49 15 50 151 14 3 157 51 133 123 52 2 43 0 403 403 13 16 1 43 15 13 15 1 160
split_gain=7.66602 2.88666 2.3566 2.31213 2.29881 2.18982 1.70288 1.45602 1.60343 1.40211 1.3302 1.33894 1.3526 1.24058 1.28779 1.20239 1.28603 1.17334 1.78649 1.15199 2.54086 1.15198 1.03922 1.92104 1.19237 0.991421 0.984975 0.97281 0.957794 0.946725
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.27466499999999994 -0.09547499999999999 -0.081629999999999994 0.085950000000000013 0.11843500000000001 -0.51118499999999989 0.077685000000000018 -0.14818499999999998 -0.077044999999999988 -0.031524999999999991 -0.0023199999999999996 1.0000000180025095e-35 0.11588000000000002 0.097940000000000013 -0.17307499999999998 -0.077944999999999987 0.07955000000000001 0.10150000000000002 -0.074599999999999986 -0.064504999999999993 0.13501500000000002 -0.024279999999999996 -0.064869999999999983 0.16421000000000002 -0.091274999999999981 0.077800000000000022 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 15 29 7 8 -5 10 -1 -12 -13 -14 28 16 27 18 -7 -19 -21 -8 23 24 -3 -24 -20 -4 -15 -6
right_child=1 22 4 6 5 17 21 -9 -10 -11 11 12 13 14 -16 -17 -18 19 26 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010343186058264045 -0.0013289923867690553 0.00083729019092564929 -0.0020191692506546163 -0.0015537093026451855 -0.00076955840723978469 -0.0019256454657787744 0.0014139975861840392 -0.00079172146859381642 0.0013883009267111469 -0.0020287349841427525 0.00083326085376546572 -0.0019467014220470736 -0.0019485717879442648 -0.0015805048884050472 0.00090043391917257938 -0.0016161538032932433 0.0011525644657554564 -0.0016431621166995351 0.0015899346597838017 0.00084620356163896235 -0.001936863743535836 -0.00080423503406775896 -0.0018381324425920239 0.0021989425366702384 -0.00095015368375829111 -0.00020084519134855642 -0.00085241811479079348 3.827613976461031e-06 -0.0001829929190803767 0.00088185618886143548
leaf_weight=3.0549058429896894 1.7539626485668112 1.9610363682731984 1.0326562719419587 0.67387226223946228 2.5435103806667021 1.5894788196310399 1.1304456265643237 1.2780625401064742 16.950047576799996 1.4256999599747349 3.1966031631454923 1.9605629197321928 1.4609832074493301 2.085456779226635 3.2434567576274267 1.5910962740890671 2.9380906112492085 22.572221469599761 1.4652248835191124 2.1837715907022348 2.4189365655183792 2.9735087342560282 2.5435219332575798 1.2524845665320752 3.9068389614112675 2.633562305942176 0.95370006933808316 4.2716675433330229 9.6773417843505722 2.3243525344878435
leaf_count=34 86 35 37 9 56 97 17 27 541 36 54 81 56 44 52 54 29 1804 22 35 169 58 82 24 62 46 31 105 102 25
internal_value=0 0.00037317 -0.000673868 0.000741075 -0.000929126 -0.00114778 0.000898896 0.00113601 0.00127581 -0.000225203 -0.000121014 -0.00028423 -0.000478077 -0.000303225 -0.000143036 -0.00012751 0.000159854 -0.00132991 -0.000385219 -0.00146926 -0.000616427 -0.000193217 -0.000367578 9.60627e-05 -0.000352792 -0.00100525 0.000626998 -0.000390013 -0.000430761 1.89744e-05
internal_weight=0 37.0573 71.9897 24.7599 45.8847 36.0512 23.0059 18.902 17.6239 26.105 24.6793 21.6244 18.4278 16.4672 15.0063 9.83351 8.24241 31.1833 4.0084 27.1749 4.60271 4.10395 12.2974 7.12036 5.86788 5.17708 2.41892 5.30432 11.7628 4.86786
internal_count=3910 987 2923 738 2464 2239 652 577 550 459 423 389 335 254 198 225 171 2158 150 2008 204 75 249 121 97 128 53 142 146 81
is_linear=0
shrinkage=0.00187044


Tree=239
num_leaves=31
num_cat=0
split_feature=1 39 51 4 3 457 48 4 52 132 402 12 0 4 16 43 48 0 52 47 14 3 48 12 16 48 43 43 150 1212
split_gain=1.4535 1.32885 1.43296 1.27276 1.20848 1.22708 1.20197 1.10212 1.50068 1.04385 0.945517 0.926234 1.0938 1.75241 1.24278 0.830823 0.817303 1.18996 0.773417 0.748666 0.766134 0.726829 0.694658 0.666189 0.651824 1.10653 0.789156 1.18047 0.783088 0.753827
threshold=0.085835000000000009 0.005105000000000001 -0.40274499999999996 -0.15333499999999997 0.16699000000000003 0.081330000000000013 0.088465000000000002 -0.49837999999999999 0.10433000000000002 0.079995000000000011 1.0000000180025095e-35 0.095295000000000019 -0.084074999999999997 -0.00027999999999999998 -0.083144999999999983 0.0041500000000000009 0.088875000000000023 -0.055084999999999988 0.16064500000000001 0.084695000000000006 0.082845000000000016 -0.083604999999999985 0.093845000000000012 -1.0000000180025095e-35 -0.095109999999999986 0.11930500000000001 -0.075819999999999985 -0.074254999999999988 -1.0000000180025095e-35 -0.50114499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 7 5 9 -7 8 -1 24 11 12 13 -5 15 -14 17 -16 21 20 -4 -15 23 -23 25 -2 -26 -28 -29 -30
right_child=1 2 19 10 -6 6 -8 -9 -10 -11 -12 -13 14 18 16 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.0037450953336311318 0.00034613464011862109 -0.0041741492953400357 0.0036493104290362104 -0.0033916920251206672 0.0023953111435841578 0.0027944056607942672 -0.00070250313829223047 0.0015898453095644282 0.0016128020021162518 0.0017321763253813104 -0.003884973345618937 -0.0032984801905524028 0.0047623254372582248 -0.0026857692919558065 -0.0038701103797641762 -0.00064414751188981263 0.0026962157304615212 0.0010479901090784953 -0.0039712140278716727 0.00042907372477849924 -0.003103587179449795 -0.002253802400331266 -0.00291322888505624 0.0023937291637095952 -0.0038728472169386745 -0.0040857417140859062 0.0043562323756050842 0.002735737873754137 0.0037917034282401452 -0.002025353531947229
leaf_weight=1.7384209858719262 6.4552796531934389 0.55923788622021664 3.7171304777730252 4.4891765981447005 2.4190164380706838 3.0435391794890156 2.7167738336138427 4.3500563486013588 1.3611660581082103 2.0832798576448104 2.1623094935202962 2.6617378996452308 1.2819308366160838 0.94294107798486937 1.643371243379079 0.61385830282233644 0.77427426143549372 1.2765358670148992 0.6946427272632717 2.2084205127321184 0.26268931943923224 0.5321891726925968 0.5584530560299753 2.9314334387890999 1.9677587565966064 0.9428876033052801 0.52411258546636652 0.58957693586126758 0.33789570862427964 8.7500260561937075
leaf_count=56 175 10 294 580 150 80 31 91 19 91 366 369 42 49 341 28 27 31 68 61 7 28 16 89 199 28 9 13 10 552
internal_value=0 0.000152517 0.00168402 -0.00100423 -0.000193904 -0.000422401 0.00114514 0.000349098 -0.00139221 -0.000839452 -0.00149452 -0.00121361 -0.000861016 -0.00160869 0.000496413 0.0030117 -0.00079439 -0.00172 -0.000194427 0.00221343 0.00320358 0.000333974 0.00104193 0.00167963 -0.00111324 -0.000218703 -0.00165707 -0.00122967 -0.00153219 -0.00180907
internal_weight=0 36.5776 6.74748 28.0125 29.8301 27.4111 5.76031 7.44964 3.09959 21.6508 20.5629 18.4005 15.7388 10.1488 5.58997 1.89579 3.69418 2.91991 5.65966 6.18824 3.97982 4.96502 4.02208 3.46362 19.5675 7.39817 12.1694 10.2016 9.6775 9.08792
internal_count=3910 1710 372 2200 1338 1188 111 166 75 1077 2034 1668 1299 830 469 70 399 372 250 362 301 182 133 117 986 203 783 584 575 562
is_linear=0
shrinkage=0.00382148


Tree=240
num_leaves=31
num_cat=0
split_feature=4 12 151 3 15 14 16 4 159 42 49 43 50 47 4 151 3 160 403 402 12 3 0 129 52 133 43 16 11 160
split_gain=5.62329 4.02158 2.36306 2.20498 1.89658 1.67545 1.89421 2.14196 2.46678 1.37351 1.36418 1.61103 1.28046 1.69837 1.2316 1.3458 1.16718 1.38695 1.53422 1.45267 1.45662 1.77376 1.88081 1.67629 1.94041 1.42123 1.53618 1.31579 1.24141 1.07064
threshold=0.28937500000000005 0.080120000000000011 -0.27336999999999995 0.097615000000000021 0.18599000000000002 0.077685000000000018 0.16388500000000003 -0.0025899999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086904999999999996 -0.16369999999999998 0.11901000000000002 0.096475000000000019 0.0057500000000000008 -0.024429999999999997 -0.100615 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50199999999999989 0.094045000000000004 -0.078884999999999997 -0.11287999999999999 0.086720000000000005 0.086635000000000004 0.092000000000000012 -0.077664999999999998 0.51388000000000011 0.08184000000000001 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 16 6 7 8 -1 -9 -10 -12 13 -4 15 -11 28 -18 -19 -20 21 22 -21 -24 -25 26 -23 -22 -3 -16
right_child=2 3 12 -5 -6 -7 -8 9 10 14 11 -13 -14 -15 29 -17 17 18 19 20 27 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001595823315475302 -0.0016845913964169932 -0.00014046010329392479 0.0016728031467441631 0.00059287206184278018 0.000718048439209215 -0.0016508899887006743 -0.000873292340521308 -0.0015085291727663869 -0.0007340230281006919 0.00062722092369931327 -0.00078892512191686939 0.0014976114789642442 -0.00081220745373597708 -6.3359833862791466e-05 2.4004526416478539e-05 -0.0013661557932930885 -0.0018288840876153 -0.0017921476550439542 0.0037446443233056376 0.0020111658824537161 -0.0018927204667035452 0.0031012926195176952 -0.0014670006009401841 -0.0019223176078421078 0.0021925330856232628 -0.0013804539969173367 0.00025600831478958893 0.00034327701121472984 -0.0015608721890639238 0.0014114827766793455
leaf_weight=1.3758967341855193 1.2034450378268946 8.4732377468608302 8.2289905445650202 3.5085959527641526 2.2934646513313046 2.1611476535908869 6.5710411751642814 2.4222716502845314 1.3515541404485709 1.7517466796562073 1.2030564323067672 9.9679320282302744 1.1509674955159415 2.5778238894417873 7.2430483400821668 3.6146484371274701 8.8234813767485303 6.1335710864514104 0.24999757111073151 0.73939231038093467 5.3692308580502859 1.0491121681407101 7.396800344809888 0.65199257060885418 1.0298941060900686 0.90278497897088517 1.787221463862809 1.1056420495733617 2.8695195894688359 2.6450428552925587
leaf_count=27 20 230 348 33 31 45 142 62 34 27 18 212 18 40 119 46 740 653 1 9 296 8 434 34 17 14 67 25 140 20
internal_value=0 -0.000495343 0.000808436 -0.000836377 -0.000938978 -5.21309e-05 3.84457e-05 0.000228185 0.000776433 -0.000202877 0.00103708 0.00125136 0.00105934 0.00125866 4.44837e-06 -0.00071546 -0.00102056 -0.00118818 -0.000974175 -0.000726809 -0.000782612 -0.000434783 -0.000851422 -0.00108456 0.000597389 0.000659218 0.00130843 -0.0015109 -0.0004998 0.000395152
internal_weight=0 92.6913 13.1612 52.3839 48.8753 40.3074 38.1462 31.5752 13.8984 17.6768 12.5225 11.171 11.9578 10.8068 15.2545 5.3664 46.5819 35.2391 26.4156 20.2821 20.0321 13.5572 9.81808 9.07869 1.68189 3.73912 2.83633 6.47487 11.3428 9.88809
internal_count=3910 3484 426 2732 2699 752 707 565 291 274 264 230 406 388 212 73 2668 2298 1558 905 904 583 494 485 51 89 75 321 370 139
is_linear=0
shrinkage=0.00186649


Tree=241
num_leaves=31
num_cat=0
split_feature=4 12 48 13 48 15 1 3 151 11 52 13 52 0 49 15 457 0 0 42 50 47 9 453 1 133 12 160 13 43
split_gain=6.08286 4.24118 2.44345 2.18552 2.50901 1.85021 1.73205 2.15223 1.73852 1.7203 1.6052 1.51856 1.69741 1.47506 1.47793 1.3918 1.35065 1.34735 1.6064 1.31401 1.28653 1.25147 1.42134 1.17252 1.0796 1.2564 0.983913 1.01472 1.97737 0.971654
threshold=0.28937500000000005 0.051320000000000005 0.12933000000000003 -0.094679999999999986 0.08346000000000002 -0.10981499999999998 0.085990000000000011 -0.015794999999999997 -0.085039999999999991 0.077165000000000025 0.11588000000000002 -0.089899999999999994 -0.0093349999999999978 -0.14534499999999997 -0.073619999999999977 -0.038029999999999987 0.085130000000000025 -0.084304999999999977 -0.10071499999999999 -1.0000000180025095e-35 0.11901000000000002 0.14097000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.083370000000000014 0.084285000000000013 0.085185000000000025 0.084100000000000022 -0.075169999999999987 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 20 9 29 -6 15 -8 16 10 17 12 -10 14 -13 -1 -9 18 24 -7 23 22 -15 -2 25 -3 -21 28 -28 -5
right_child=2 3 -4 4 5 19 7 8 11 -11 -12 13 -14 21 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015222261772292512 0.0013854884307068713 -0.001474397469564804 -0.0013949739559244647 -0.00043081629137604882 -0.0017702348641918525 -0.0018357256366087573 0.0012981049690216797 0.0017903393872204341 0.0018440730974448485 -0.0017994942786085457 -0.0014616898625164664 -0.0011574746936333219 -0.00032534531836758002 0.00064988788526745811 0.00058802593249928379 -0.00015660897450789073 -0.00049610866713961079 0.0014147770949813666 -0.0018202100447712976 -0.0010788127363288783 -0.00071119962466195013 0.00072646477372103582 -0.0015133435006962665 -0.00086893492337581518 0.0015994817446255887 0.0008785437653495799 -0.0018205489320838801 0.0020542286924253236 0.0012793913768603977 -0.0012565850988923459
leaf_weight=3.4405551003292203 10.020229526795443 1.2498191376216685 1.3579578772187222 4.9387227687984661 1.4914670325815675 0.70920085813850153 4.4986583450809148 2.5286471713334353 2.0482709594070911 1.5245080706663419 1.5194805213250209 1.9754928182810543 2.2549149962142172 1.0560715226456601 5.3614623062312647 6.2657523546367866 1.1047824658453462 2.90520820952952 1.1812835726886985 0.8204222247004499 1.1206984557211388 1.1604503374546764 6.272895337082427 0.73705957829952318 1.5542174652218816 1.4693391020409761 0.8685839651152486 1.6518602799624202 2.0759068485349426 29.996807401999835
leaf_count=110 374 39 24 150 113 44 98 56 55 65 50 28 38 25 59 105 13 27 56 18 18 11 127 10 20 13 39 22 49 2054
internal_value=0 -0.000453682 0.000797155 -0.000764515 -0.000944248 -4.71721e-05 -1.19538e-05 0.000203977 -3.15681e-06 -9.38476e-05 0.000169355 -0.000201398 0.000707275 -0.000448466 0.000118046 -0.000640674 0.00109512 0.000465812 -3.96163e-05 0.000372335 0.00104777 -0.000938073 -0.00120163 0.00123102 0.000452591 -0.000202949 0.00066143 0.000972053 0.000364952 -0.00113985
internal_weight=0 91.9248 13.2359 53.9568 42.553 7.61744 37.968 28.2616 23.763 11.4039 9.87935 20.1296 4.30319 15.8264 7.33696 9.70631 3.63343 8.35987 5.45466 6.12597 11.878 8.48942 7.32897 10.7573 4.27338 2.71916 5.41677 4.59635 2.94449 34.9355
internal_count=3910 3484 426 2759 2489 285 725 510 412 270 205 343 93 250 87 215 69 155 128 172 402 163 152 384 72 52 128 110 88 2204
is_linear=0
shrinkage=0.0017251


Tree=242
num_leaves=31
num_cat=0
split_feature=1 47 12 52 13 49 50 15 48 14 3 123 12 16 16 52 0 2 1 43 0 13 403 403 46 3 160 48 48 376
split_gain=8.57481 3.33981 2.79257 2.58807 2.38397 2.2536 2.045 1.89497 1.71883 1.49572 1.503 1.43845 1.65342 1.51918 2.16647 1.2183 1.20843 1.20081 1.24764 1.1438 1.74638 1.17586 1.13008 2.63415 1.10704 1.04012 1.00258 0.919461 1.09572 0.902533
threshold=0.10113500000000002 0.087850000000000025 0.080120000000000011 -0.24456499999999998 -0.09547499999999999 -0.081629999999999994 0.11843500000000001 0.10943500000000002 0.12862000000000004 0.077685000000000018 -0.14818499999999998 1.0000000180025095e-35 -0.0089849999999999982 0.081265000000000018 -0.013279999999999998 0.11588000000000002 -0.10303999999999998 0.086545000000000025 0.08844500000000001 -0.17307499999999998 -0.077944999999999987 0.16421000000000002 0.07955000000000001 0.10150000000000002 0.081930000000000017 0.16699000000000003 0.084100000000000022 0.092755000000000018 0.10031000000000001 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 15 26 7 8 24 10 -1 12 -12 14 -14 17 -9 18 -4 20 -7 -22 27 -24 -5 -3 -6 -21 -29 -13
right_child=1 25 4 6 5 19 -8 16 -10 -11 11 29 13 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00093042013788290675 -0.0009132476138653204 -0.00054334225814657534 -0.0016203577465159144 0.0013145917186510631 -0.00068913579989715557 -0.0016645399045048094 -0.0009786676026713795 0.0011567446094191362 -0.00066114666759031738 -0.0017567187801126737 -0.0014708114462904827 -0.00026178627935110352 -0.0003814703389012157 -0.0016656891886117414 0.0012205508910096649 -0.0013782776034302841 -0.00086707403371197539 0.0004855245163010272 0.00086380538648940367 -0.0015302126802449465 0.0013175122596342926 -0.00089012369585120602 0.00066048980964087105 -0.0016762608385461045 -0.00079753307204568637 0.00073811737903122095 0.00077291840539376678 0.00085759255341960432 -0.0013371628800817794 0.0011909090240339152
leaf_weight=3.1639828961342635 2.5771078788675359 11.47554836142808 1.7031106175854787 17.494474006816763 2.6109358156099907 1.7158491667360065 1.5978073040023435 1.1558785587549212 1.3367531560361374 1.5285150501877058 3.4265205468982538 1.9801022838801134 10.348685665056117 1.6938687367364771 2.7970684748142824 1.7568783732131112 2.3029220364987841 6.0585708664730191 0.76391594577580679 22.452347756829123 1.5683353953063446 1.0511470166966317 2.3527612136676899 2.7052060309797525 0.67217510566115279 1.9300717376172531 2.3021743167191744 0.95889404462650363 1.5565114486962555 2.5551157873123884
leaf_count=34 94 218 65 533 56 97 34 13 13 36 89 39 115 69 31 54 42 90 16 1678 22 31 35 169 9 31 25 33 93 46
internal_value=0 0.000300687 -0.00061691 0.000626493 -0.000845931 -0.00102719 0.000788059 0.000910996 0.00110638 -0.00020411 -0.000112712 -0.00025746 -0.000459592 -0.000226098 -4.06026e-05 -0.000153626 -0.000190745 9.87392e-05 -0.000851135 -0.00117348 -0.000397997 0.000431631 -0.00128545 -0.000589299 0.00123644 -0.000358844 -4.04966e-06 -0.00142647 -0.000500503 0.000556654
internal_weight=0 40.5427 77.0505 27.1371 49.5566 39.2742 24.56 22.9622 19.5034 27.4939 25.9653 22.8014 18.2661 14.8396 13.1458 10.2825 3.4588 8.5256 2.46703 34.3611 4.33533 2.61948 30.0257 5.05797 18.1666 13.4056 4.91311 24.9678 2.51541 4.53522
internal_count=3910 987 2923 738 2464 2239 644 610 555 459 423 389 304 215 146 225 55 171 81 2158 150 53 2008 204 542 249 81 1804 126 85
is_linear=0
shrinkage=0.00161508


Tree=243
num_leaves=31
num_cat=0
split_feature=4 12 15 3 49 48 38 122 158 160 15 43 403 403 130 0 4 1 15 47 16 2 0 156 1212 1375 15 47 0 12
split_gain=1.54354 1.2683 1.2745 1.13776 1.17205 1.10343 0.961614 0.963833 0.926418 1.01104 1.19574 1.07216 1.05752 1.32718 1.02532 1.00037 1.07827 0.825866 1.2899 1.27255 1.14403 1.3247 1.08621 0.840619 0.7897 0.78184 0.777782 1.01279 0.9013 0.742678
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 0.10666500000000002 -0.22390499999999999 0.12933000000000003 1.0000000180025095e-35 0.089350000000000013 0.084965000000000027 0.031805000000000007 -0.088379999999999986 -0.17307499999999998 0.084685000000000024 0.10150000000000002 -1.0000000180025095e-35 -0.070894999999999986 -0.034289999999999994 0.094485000000000013 -0.008624999999999999 0.09550500000000002 0.16388500000000003 0.083585000000000007 -0.11287999999999999 0.096585000000000018 -0.5172699999999999 -0.43271999999999994 0.035895000000000003 0.093315000000000023 -0.074249999999999997 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -2 7 17 9 11 -11 14 15 -14 -6 -13 29 18 19 22 21 -20 -1 25 -15 -19 27 -27 -29 -17
right_child=5 3 -4 -5 8 -7 -8 -9 -10 10 -12 12 13 24 -16 16 -18 23 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00041686348328557205 0.0013048544125548068 0.00099059748649921219 -0.0020582924192188382 0.00098272862698974765 -0.0028056237324425759 -0.0022885606652430219 -0.0016877361819473415 -0.0026714958449768266 -0.003008961683113816 0.0019852264056048593 -0.0015996388510782376 -0.0025669737855263369 0.0017504046464849991 0.0015033680069677507 0.0012759672794275929 0.00090890094366373648 0.0014339830352734211 -0.001740986511268736 -0.00014501442504059699 0.0025557272895856196 -0.0013944503788916721 0.0027880046667765001 -0.0028396145764632442 -0.0019200307429892381 -0.0029804219076896344 0.0026401950558988777 -0.0014715639850165013 -0.0014085117055412536 0.0021037631173425214 -0.0026814505276234308
leaf_weight=5.0912064225412967 6.9957733806222668 2.1663954611867728 2.3538477097172281 2.5352223496884099 0.67447903403081033 0.79818580299615849 2.1670244187116614 0.86991312820464273 2.2338999300263813 1.8278124642092737 1.3609057414578263 8.3758238400332718 1.59101243619807 0.43561326561029989 2.1961113545112445 0.63307702960446555 1.2430428689112734 0.6314979731105258 2.2177477262448564 0.86643139738589514 1.3829050452914087 3.089666755637154 2.2315368510317066 0.70944040734320957 1.3497123327106235 4.8499777114484433 0.63328731432557095 1.2190958820283415 1.2311857016757128 2.0381083756219596
leaf_count=94 402 42 137 31 45 24 65 17 245 52 143 1280 30 32 89 37 76 6 65 33 47 72 145 26 169 191 15 31 28 241
internal_value=0 -0.00043528 -1.43008e-05 -0.000869236 -0.00104895 0.00093685 0.000162642 0.000322882 -0.00123336 -0.00105079 0.00045525 -0.00130986 -0.00160794 -0.000172646 0.000316949 -0.00200225 -0.000793817 0.000430725 8.01957e-06 -0.000762553 0.000951226 0.00156242 -0.00115517 0.00110889 -0.00188639 0.00135978 0.00160659 0.00187362 0.000356291 -0.00183053
internal_weight=0 58.206 29.5448 28.6612 26.126 7.79396 27.1909 25.0239 23.9596 21.7257 3.18872 18.537 15.6664 3.37634 2.87059 12.2901 3.91423 24.154 14.8795 8.18917 6.69032 5.30741 7.32274 9.27448 1.78533 8.56504 7.93355 7.30026 2.45028 2.67119
internal_count=3910 3484 972 2512 2481 426 835 770 2439 2194 195 1999 1865 231 134 1634 354 753 456 272 184 137 239 297 201 271 265 250 59 278
is_linear=0
shrinkage=0.00289552


Tree=244
num_leaves=31
num_cat=0
split_feature=1 52 484 2 42 51 42 133 15 14 3 457 1213 52 0 3 124 12 3 51 1374 1 12 160 15 2 4 483 11 15
split_gain=1.37603 1.11054 1.22268 1.04902 0.983795 1.16449 0.989558 0.96812 0.922324 0.921359 0.941532 1.04473 1.12159 0.86633 1.18878 0.820386 0.774845 0.841053 0.736685 0.92792 0.730301 1.39622 1.20624 0.987806 1.03905 1.36373 0.709214 0.792127 0.763892 0.672368
threshold=0.10113500000000002 0.18936500000000003 -0.0043499999999999988 0.14808000000000002 -1.0000000180025095e-35 -0.10748999999999999 -0.087904999999999983 0.19121000000000002 -1.0000000180025095e-35 0.078275000000000025 -0.11266 -0.066264999999999991 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.084129999999999996 -0.027784999999999997 -0.0089849999999999982 -0.091594999999999982 -1.0000000180025095e-35 -0.094679999999999986 0.092550000000000007 0.084100000000000022 0.084835000000000008 0.088190000000000004 0.097940000000000013 0.51224500000000017 0.086680000000000021 0.088315000000000018 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 6 -6 8 9 -4 10 -7 -12 -13 -2 26 -14 -17 -18 19 -10 -19 22 -22 24 25 -24 27 28 29 -15
right_child=3 -3 4 -5 5 7 -8 -9 18 -11 11 12 15 14 -16 16 17 20 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025818509890192954 -0.0030903367618288647 -0.0025473664944619476 -0.0025499169752441495 0.0025485279391287141 -0.0031202035411603017 0.0014604025975471348 -0.0027916311307210808 -0.0031934703925313502 0.0023928959074054714 -0.0032015001192784781 -0.0024839824465494342 -0.0030785344624744259 -0.0013746213140115125 0.00060572084090586796 0.0027290405579544399 0.0031297954878232491 -0.0024634275415847521 -0.0011388889889258048 0.0014543896695159058 -0.0031824967155681854 0.002427644386711498 -0.00198795123612129 -0.0032854294946757928 0.0024408611096084507 0.0015614364525676726 0.00052276340035839041 0.0026347405103715783 -0.0023805312918987799 -0.0021585870515132069 -0.0011378789837856284
leaf_weight=2.3932913928292683 0.74128650722560152 2.5468186987563959 1.4327765956986693 1.8502084743231524 1.1266662977868716 4.7941231951117613 2.7037793797207987 0.83496573951560904 0.40289751719683431 0.74652408109977741 1.507584894308837 0.95569097436966544 2.3692993209697439 11.529227028600884 1.6734662007074756 1.0132260322571038 0.91454529576005583 2.0584047934972007 2.1589101346908142 0.89645156404003457 4.4114946555345131 1.4666347568854696 1.6121569885872307 1.6866099548060445 1.9436638664919881 1.9166863220743833 0.9272778604645272 1.3146511199884106 1.2910374756902445 2.5073207831010214
leaf_count=451 115 360 122 139 117 86 450 181 12 36 90 232 142 382 117 41 33 25 120 118 51 35 109 28 51 33 103 47 25 59
internal_value=0 -0.000594525 -0.000468122 0.000350302 -0.000331225 -7.79811e-05 -0.00131015 4.34279e-05 -0.00049119 0.000142079 0.000235739 -3.28915e-05 0.000148706 0.000146783 0.000271485 0.000307748 0.000541898 0.000378119 0.000361753 -0.0014537 0.00055027 0.000816965 0.0011725 0.000399076 -0.000230196 -0.00121701 3.74067e-05 -0.000107312 8.76621e-05 0.000294265
internal_weight=0 41.8932 39.3464 21.8345 36.9531 29.3583 7.59482 28.2316 4.89104 27.3966 26.6501 21.856 20.3484 19.9843 19.243 19.3927 17.0234 16.0102 3.45826 1.29935 15.0957 13.0372 11.5706 7.15912 5.47251 3.52884 17.5695 16.6422 15.3276 14.0365
internal_count=3910 2923 2563 987 2112 1290 822 1173 372 992 956 870 780 848 733 548 406 365 250 130 332 307 272 221 193 142 616 513 466 441
is_linear=0
shrinkage=0.00305153


Tree=245
num_leaves=31
num_cat=0
split_feature=1 150 1373 4 4 1374 4 43 2 402 2 0 4 403 52 42 131 31 158 16 0 48 3 15 124 47 52 159 52 1
split_gain=1.27344 1.21834 1.35942 1.14999 1.13821 0.917073 0.911752 1.40545 0.871668 0.87017 0.893402 1.24813 1.73563 1.10734 0.969044 0.806613 0.765918 0.752283 0.741315 0.724027 0.817548 0.825922 0.706886 0.702981 0.702704 0.911581 0.962967 1.09578 0.919443 0.919058
threshold=0.085835000000000009 0.077110000000000012 0.10700000000000003 0.51224500000000017 -0.15333499999999997 -0.094679999999999986 -0.51381999999999983 -0.15969999999999998 0.14073000000000005 1.0000000180025095e-35 0.10393500000000001 -0.084074999999999997 -0.00027999999999999998 -1.0000000180025095e-35 0.10218500000000001 0.087170000000000011 0.087705000000000019 -1.0000000180025095e-35 0.085410000000000014 -0.083144999999999983 -0.070894999999999986 0.092065000000000022 -0.083604999999999985 -0.14676499999999995 0.51367000000000018 0.13177500000000003 0.096170000000000019 -0.5014249999999999 -0.42985499999999993 0.12811000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 8 6 -3 7 -1 17 10 11 12 -6 -13 19 -8 18 -2 -7 -15 21 -21 -14 -24 25 26 28 -28 -19 -30
right_child=1 2 -4 -5 9 16 15 -9 -10 -11 -12 13 22 14 -16 -17 -18 24 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013590118542721116 0.0029948223913844893 -0.0002937151796071891 -0.0032363056960607139 0.0028927820407504521 -0.0028928631936917335 0.0028534546926715621 0.0017102511403027968 -0.0038670723364507523 0.0017698564582189213 -0.0033211233762812944 -0.002849783613597627 -0.0033189074309842698 -0.0024409964421443385 0.0032717378185162052 -0.0033132318530964401 -0.0016382832788244778 -0.0010126614989178391 -0.0033061994830495007 -0.0015465223586837746 -0.003314798331500347 0.0023553253507307558 0.0027939693148765227 -0.0035183468846774982 0.00099431367094099496 0.003362636123170391 -0.0029614097901525921 0.0040017337704723859 -0.0028621429962633325 -0.00029810953373462812 0.002436243678816028
leaf_weight=1.0222008153796198 0.61758447950706852 2.2927548782899967 0.70441456232220012 1.197459426941349 4.460166078875778 5.313705071806905 4.0186151678208288 1.1910953649785367 1.8495697127655137 1.9217314607230935 2.4042332253884515 0.67655014223419119 1.0859178955433888 1.7388709916267542 0.46403351565822948 0.95100920065306116 0.74307618685998011 0.98339818522801081 0.44350517634302367 0.79899662989191689 1.2122363836970174 0.33613624703139067 0.41111844300758038 3.6045774780213837 0.45382842002436419 1.8220474172849197 0.27331863297149572 2.7533559002913526 14.357971182558684 1.4464412222150702
leaf_count=10 40 28 15 156 614 234 82 38 86 366 268 209 58 36 97 36 52 158 20 149 31 8 40 158 5 50 10 163 643 50
internal_value=0 0.000133147 0.00113409 -0.000235961 -0.000817551 0.0014842 0.000292075 -0.00145343 -0.000388523 -0.00123453 -0.0010013 -0.000700784 -0.00140306 0.000583935 0.00116422 0.00106946 0.0021113 -0.000564324 0.0025145 0.00167268 0.000488143 -0.00150587 -0.000100576 0.000532317 -0.000663828 -0.000748283 -0.000544774 -0.00224231 -0.000238725 -4.78578e-05
internal_weight=0 35.2524 9.49746 25.755 26.2975 8.79304 7.18292 2.2133 24.5575 19.1146 17.1928 14.7886 9.56178 5.22682 4.55027 4.96962 6.50029 22.7079 5.75721 4.08624 2.34737 1.13513 5.10161 4.0157 22.0904 21.6365 19.8145 3.02667 16.7878 15.8044
internal_count=3910 1710 349 1361 2200 334 166 48 1205 2034 1668 1400 870 530 321 118 306 1119 254 224 188 157 256 198 1079 1074 1024 173 851 693
is_linear=0
shrinkage=0.00326957


Tree=246
num_leaves=31
num_cat=0
split_feature=1456 1213 156 15 15 3 483 403 156 1374 133 475 1365 1 14 43 151 51 474 3 52 48 1374 0 4 376 158 151 33 49
split_gain=1.18276 1.11045 1.05336 1.03726 1.16113 1.16393 1.22491 1.07902 1.03086 0.993097 0.989152 0.9625 0.932365 1.06096 0.96642 0.873615 0.837724 0.837163 1.38983 0.781579 0.950247 0.888596 0.810821 0.968399 0.795019 1.01614 0.821408 0.771021 0.710327 0.75909
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.088030000000000011 -0.084084999999999979 0.10691500000000002 0.086000000000000007 -0.26719999999999994 -0.086004999999999984 1.0000000180025095e-35 0.10031000000000002 0.077685000000000018 -0.24333999999999997 -0.40391999999999995 0.11024000000000002 -1.0000000180025095e-35 -0.15121499999999996 0.18936500000000003 0.096390000000000017 -0.094679999999999986 -0.23029999999999998 -0.52333999999999992 0.076485000000000011 0.084965000000000027 -0.035524999999999994 -0.007134999999999999 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 11 -3 17 -5 6 7 -6 9 10 -9 -2 13 14 19 -15 -17 18 -4 -12 21 22 -21 -24 -25 26 28 -1 -26 -30
right_child=1 2 3 4 5 -7 -8 8 -10 -11 12 -13 -14 15 -16 16 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00045315142704214633 0.0040397926131168571 -0.0037908958422944927 -0.005741939100584896 -0.0033256761835952784 -0.0028184513148429694 0.0038651463653274331 -0.0032810325241206416 -0.0025980808316790702 -0.0038227479804488836 -0.0030330618732278092 0.0021676076986885426 -0.0033661676357180578 -0.0031555072789406749 -0.00089168164059173121 -0.0038803309140795017 -0.0034485141369965402 0.0022198527802471143 -0.0015605579750423665 0.0032894806446193518 -0.002447329807886524 -0.0038252244388100854 0.002853579338454914 0.0035344541364756604 -0.0042227609832221685 -0.0038224954396323309 0.0033795437667080404 -0.0039767893808189334 -0.0038509523625724655 -0.0018418205330653235 0.00055825741609322459
leaf_weight=0.80682699684985015 0.27324494719505343 1.0329647512407962 0.25635518692433867 1.5428910298505787 1.8232884259195987 1.0392179572954763 1.6501227084081609 1.5754977818578471 0.9067851728759696 1.2835753965191532 2.6390844276174823 2.285653297440148 0.99065691651776333 1.7657641898840655 0.81532539613544841 0.37869369192048807 8.5454877046868187 0.83543086191639293 3.1363239674828938 1.767614689422788 0.85784019436687131 1.5995331117883314 1.1344102397561062 0.60425097169354813 0.62886650254952492 1.2426913925446559 0.7328969942172997 2.0486944172298527 2.131275313207893 13.086950049619164
leaf_count=41 4 154 3 78 414 66 181 162 138 60 50 551 43 26 47 12 313 19 281 48 144 48 12 12 23 34 70 328 55 493
internal_value=0 -0.000174819 -6.1073e-05 1.16609e-05 -0.000142041 -3.7973e-05 -0.000125844 -8.87304e-06 0.000111132 0.000196511 0.000298875 -0.00257534 0.000416141 0.000509423 0.0001187 0.00150509 0.00197932 0.00178358 0.00260705 0.000242086 2.84497e-05 0.00017263 -2.84237e-05 0.000190155 -1.57288e-05 0.000126904 -0.000116885 -0.00263483 6.16278e-05 0.000222132
internal_weight=0 56.5627 54.0038 52.9708 48.7427 47.1998 46.1606 44.5105 42.6872 41.7804 40.4968 2.5589 38.9213 37.9307 27.2407 10.6899 8.92418 4.22811 3.39268 26.4254 23.7863 22.9285 21.329 19.5613 18.4269 17.8227 16.58 2.85552 15.8471 15.2182
internal_count=3910 3541 2986 2832 2529 2451 2385 2204 1790 1652 1592 555 1430 1387 1036 351 325 303 284 989 939 795 747 699 687 675 641 369 571 548
is_linear=0
shrinkage=0.00372937


Tree=247
num_leaves=31
num_cat=0
split_feature=12 13 43 3 13 40 39 3 16 3 47 52 474 4 0 14 0 48 16 160 43 130 3 15 13 2 42 3 52 12
split_gain=3.98513 2.24595 2.02266 1.78291 1.76653 1.71133 1.68073 1.77164 1.26757 1.26156 1.34272 1.24269 1.16759 1.20079 1.59849 1.12101 1.10005 1.08242 1.0773 1.0733 1.23733 1.56621 1.51262 1.41036 1.29266 1.05599 1.01557 0.998268 0.992844 0.987917
threshold=0.051320000000000005 -0.094679999999999986 -0.044024999999999988 0.24227500000000002 0.18622000000000002 0.34489500000000001 0.14706500000000003 -0.10628499999999998 0.10994000000000002 -0.016619999999999996 0.096300000000000011 0.11588000000000002 0.084655000000000022 0.0057500000000000008 -0.15291499999999997 0.026890000000000004 -0.10209999999999998 0.11930500000000001 -0.25582999999999995 -1.0000000180025095e-35 -0.074254999999999988 -0.081969999999999987 -0.078669999999999976 0.083935000000000023 -0.003375 0.099990000000000009 0.084685000000000024 -0.074234999999999982 -0.060039999999999989 0.098595000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 8 15 -5 7 18 9 -4 12 17 13 -11 -15 -1 -16 25 29 -9 22 -22 23 -21 -25 -2 28 -24 -20 -3
right_child=1 6 3 5 -6 -7 -8 19 -10 10 -12 -13 -14 14 16 -17 -18 -19 26 20 21 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015175087768382911 5.8852905247450986e-05 -0.00050540934629813151 0.0014003135695634297 0.0015157062771439089 -0.00035687437363499444 -0.0020958557675978709 0.001955679536714724 -0.0018789429010267862 -0.0012572468975973613 -0.00078388790450191622 -0.0013535281857845868 -0.0015417555477710068 0.0014380490092095301 0.00098605585586109077 -0.0017901548730729553 -0.0014667956541241172 0.00062025514210819913 -0.0017985710812996188 -0.00015958907271414335 -0.0016165530484084851 0.00037449204339251899 -0.0017532098467489649 0.0015213489231876323 0.0011955979220382407 -0.001381068171295997 0.0014023622705410621 0.00070143321154188948 -0.00091327120901171018 -0.0018619376153392268 0.0021024728580581217
leaf_weight=7.5481097646988911 6.0014357925392652 0.89825826138258014 1.8614236116409362 3.6963282781653097 2.9784940429963163 0.53205458819866169 0.73726063687354226 5.8162035529967389 3.8317932570353141 6.3971798708662444 3.1162926191464058 1.4170185453258444 1.7739432309754182 4.771346618421382 1.6501404945738616 0.47423739917576302 1.1313593806698854 0.77177312504500228 2.4732666511554271 4.3229219536297023 1.4413885318208475 8.2230426669120877 1.8018584903329613 1.6157271708361807 1.2049283031374214 3.1689880792982876 1.6832442395389078 0.89287190884351542 2.3862500386312551 1.2066820468753574
leaf_count=312 181 19 50 151 61 6 31 714 124 105 58 62 32 79 37 10 26 18 131 309 45 937 44 46 91 50 28 29 99 25
internal_value=0 -0.000618883 0.000194734 -6.78885e-05 0.000881366 0.00106127 -0.000856739 -0.000917784 -0.0002625 -7.83767e-05 -0.000224472 0.000107797 -7.06941e-07 -0.000183665 0.000324717 0.00134109 -0.000809734 0.0003429 -0.000182019 -0.00116908 -0.000957387 -0.00143588 -0.000487354 -0.000940784 9.48971e-05 0.000523124 -0.000558949 0.000714662 -0.000995522 0.00098959
internal_weight=0 46.0631 39.7627 28.7619 11.0008 4.22838 34.7039 33.9666 24.5335 20.7017 18.8403 11.3592 15.724 13.95 7.55285 8.02235 2.7815 9.9422 8.6477 25.3189 19.5027 9.66443 9.83831 7.14358 2.82066 9.17042 6.54276 2.69473 4.85952 2.10494
internal_count=3910 2859 1051 668 383 157 2548 2517 511 387 337 311 279 247 142 322 63 249 302 2215 1501 982 519 446 137 231 258 73 230 44
is_linear=0
shrinkage=0.0018828


Tree=248
num_leaves=31
num_cat=0
split_feature=123 1456 133 130 13 158 401 1429 15 483 15 1211 1374 1 453 150 158 14 1186 42 133 43 4 3 13 13 13 42 42 0
split_gain=1.09514 1.13944 1.12607 1.07866 1.03864 0.996437 0.860321 0.874832 1.05926 1.11096 1.05881 0.945068 0.911684 0.846867 0.810918 0.80116 0.778279 0.7512 0.746514 0.766938 1.0152 0.902445 0.859975 0.990551 0.95567 0.844802 1.095 0.723422 0.662742 0.615027
threshold=1.0000000180025095e-35 0.075285000000000005 -0.0023199999999999996 1.0000000180025095e-35 0.28269500000000009 0.11015500000000002 0.10531500000000001 -1.0000000180025095e-35 -0.26361999999999991 0.08833000000000002 -0.19153499999999998 0.082530000000000006 0.087110000000000007 0.10420500000000001 1.0000000180025095e-35 -0.18357499999999996 0.084965000000000027 0.077685000000000018 -1.0000000180025095e-35 0.092145000000000019 0.0035300000000000006 -0.15648499999999999 -0.51381999999999983 -0.15121499999999996 -0.09547499999999999 -0.084184999999999996 -0.083924999999999986 0.091330000000000008 0.15788000000000005 -0.230625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 -1 -9 10 -10 12 13 15 -15 -12 17 18 -17 22 21 -21 -20 -24 -25 -26 -27 29 -23 -28
right_child=2 -3 4 -5 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 16 -18 -19 19 20 -22 28 23 24 25 26 27 -29 -30 -31
leaf_value=-0.0025717692524223831 -0.0019369918598205063 -0.0028079110910411917 0.0021392141673258025 -0.0021273391375624721 -0.0032400585644874543 -0.003011339587530032 -0.002885366707834458 0.0019335551793863137 -0.0024820471815254147 -0.0025346081570845743 0.0037380617730459983 -0.0029480307267483684 -0.0023509162591679065 0.0012391717315075 -0.0021542378382658389 -0.0030297744583059486 -0.0027833924594041146 -0.0030325618204174948 -0.0023675625631520759 0.0027500932806697521 -0.0029705147929378964 -0.0026481828727708814 0.0026896389583024576 0.0015226321423906727 -0.0023426275657602385 0.0043664990356867333 0.0015939499695622767 0.0027353581728303592 0.0029462639890987814 -0.00039736523578976759
leaf_weight=1.1752184914657835 0.89396718144416798 1.5965487135108549 3.9126374570187172 2.6017300038365638 0.34019790403544892 1.0572730291169126 0.95646802056580682 2.3634322099387566 1.451877149287603 1.5706699272850517 0.48642583843320863 0.87634874309878696 1.2288049977505568 8.760684094158929 0.66034503933042366 0.65474292961881886 0.90166938910260697 0.69186397292651136 0.96581270964816468 0.76876923860982049 1.4911002474837003 0.84918695164378666 1.6357912127859915 4.3543819254264244 1.2777200427372015 0.52080212207510967 1.533166045788678 0.79713593842461783 0.23594835586845875 11.473841696279131
leaf_count=149 43 283 285 468 6 130 141 172 52 175 4 148 63 293 23 116 96 56 20 9 179 92 50 75 223 11 20 22 3 503
internal_value=0 -0.000351176 0.00107564 -0.000274779 0.00170891 -0.000175889 -0.000113017 -5.62677e-05 8.63312e-06 -9.67091e-05 -4.69888e-06 8.48529e-05 0.000152503 0.00023333 0.00100132 -1.93117e-05 -8.42338e-05 5.07723e-06 8.42097e-05 0.000162919 -0.00115659 0.000302362 0.000358576 0.000480511 0.000299439 -4.1929e-05 0.000163283 4.70413e-06 -0.00143174 -0.000162644
internal_weight=0 52.9378 5.1468 51.3412 4.25284 48.7395 47.6822 46.7257 45.5505 43.1871 41.6164 40.1645 39.2882 38.0594 9.42103 28.6384 28.1519 27.2503 26.5584 25.9037 3.345 1.8539 22.5587 21.5928 19.957 15.6027 14.3249 13.8041 1.08514 13.007
internal_count=3910 3576 334 3293 291 2825 2695 2554 2405 2233 2058 2006 1858 1795 316 1479 1475 1379 1323 1207 283 104 924 904 854 779 556 545 95 523
is_linear=0
shrinkage=0.00295293


Tree=249
num_leaves=31
num_cat=0
split_feature=4 12 151 13 48 15 11 151 9 52 0 0 50 1 133 15 147 47 132 1 43 13 1348 130 403 42 38 3 15 156
split_gain=4.72498 3.17205 2.19132 1.7999 2.24105 1.60879 1.52931 1.31306 1.58794 1.31286 1.37416 1.37536 1.25847 1.20664 1.25499 1.20012 1.6998 1.19516 1.18859 1.13661 1.12245 1.2082 1.11953 1.13144 1.73388 1.11863 1.03069 1.46466 1.02386 0.949198
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 0.08346000000000002 -0.10981499999999998 0.077165000000000025 -0.086769999999999986 -0.016839999999999997 0.11588000000000002 -0.084304999999999977 -0.10071499999999999 0.11901000000000002 0.083370000000000014 0.084285000000000013 0.085950000000000013 0.088565000000000019 0.096475000000000019 0.080815000000000012 0.088385000000000005 -0.17307499999999998 0.16421000000000002 0.084895000000000012 -0.082634999999999986 0.086810000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.30601500000000009 0.18599000000000002 0.091280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 6 20 -6 9 19 -9 10 11 13 17 14 -3 16 18 -4 26 -1 21 -5 23 24 -22 -7 27 29 -25 -10
right_child=2 3 12 4 5 25 -8 8 15 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090657332579147749 -0.0017292157501269121 -0.0016755216220691713 0.0016096552063452685 0.00092962307357788475 -0.0018635320534123492 -0.0019246594571563755 -0.0019044780539512398 0.0020615928749194226 -0.00027100387739475024 -0.0014835488345379478 0.0014454899246040529 -0.0019194139357088524 -0.00089847747799484982 0.0016604192864266331 0.00081403666524014582 -0.0014987618726496471 0.0019897111186624804 0.00010202797509378265 0.00098724393531068942 0.0013997009981466533 -0.0019004024110180764 -0.0010406105350398082 0.00092674337685234973 -0.0015352152456545374 0.0018352994436866166 0.00070366614559886546 -0.0015072736658979624 0.0013765775082898637 0.00034229676484465318 -0.0018443637124027695
leaf_weight=0.90670410729944606 1.0531523395329703 1.2914791991934156 7.14060584688559 1.6514519751071919 1.2636145227588711 0.60524335177615274 1.3889319957233954 1.0192385674454296 19.357513949275038 1.408056218177079 2.858077086508275 1.1211037873290477 1.0151896290481079 1.5125770466402171 1.4118933365680275 2.3802293594926587 1.1855726102367032 2.3208443447947502 2.3871981156989923 3.3119720360264182 0.77405668469146849 2.7855987390503287 0.73315687105059524 23.610352022107694 0.88940872438251972 4.9584951419383279 2.3645305135287336 1.7227974692359556 1.0088650994002808 1.3675179365091015
leaf_count=16 20 39 348 41 113 44 65 44 303 50 27 56 18 20 13 57 25 40 45 77 39 109 26 1967 11 128 53 47 11 58
internal_value=0 -0.000464493 0.000780365 -0.000765391 -0.000952317 -4.47441e-06 -0.000114419 -5.2697e-05 -0.000179679 0.000144482 0.000424204 -0.000122712 0.00103264 0.000355067 -0.000375297 -0.000253932 -0.000149547 0.00123984 -0.000242792 0.000904022 -0.00115806 -0.000307298 -0.00129779 -0.00135984 9.69736e-05 0.000417747 -0.000361134 -0.000240406 -0.00145828 -0.00037482
internal_weight=0 85.2756 11.5298 49.2724 38.2802 6.82735 10.9921 36.0033 31.7846 9.60319 8.19513 5.33705 10.4766 4.21595 2.70337 30.7654 28.3851 9.46145 27.1996 4.21868 31.4529 4.43705 27.0158 26.2827 1.66347 5.56374 24.8124 22.4478 24.6192 20.725
internal_count=3910 3484 426 2759 2489 285 270 725 632 205 155 128 406 72 52 588 531 388 506 93 2204 150 2054 2028 50 172 461 408 1978 361
is_linear=0
shrinkage=0.00182513


Tree=250
num_leaves=31
num_cat=0
split_feature=1456 1213 156 15 403 15 3 483 156 474 51 475 133 1374 453 1 14 456 43 147 453 393 12 51 13 4 453 1375 130 130
split_gain=1.06394 0.998517 0.955548 0.917201 0.931865 0.957796 1.01856 1.02866 0.962282 0.917688 0.96597 0.872022 0.798702 0.825979 0.826663 0.861712 0.931082 0.898249 0.746441 0.725693 0.78075 0.725614 0.774333 0.718015 0.707494 0.622622 0.545328 0.53514 0.564376 0.72617
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 -0.084084999999999979 -0.19153499999999998 0.31335500000000011 0.088030000000000011 0.10691500000000002 -1.0000000180025095e-35 0.11024000000000002 -0.086004999999999984 -0.26719999999999994 0.086000000000000007 0.089075000000000015 0.10420500000000001 0.077685000000000018 0.084065000000000015 -0.24333999999999997 0.10058000000000002 0.090755000000000016 -1.0000000180025095e-35 0.10214500000000001 -0.10145999999999998 -0.15355999999999997 -0.15796999999999997 0.12273500000000002 -0.45817499999999994 -0.088449999999999987 -0.081969999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 11 -3 9 24 -6 7 8 12 -4 26 -2 25 14 15 16 17 21 -17 20 -1 -14 23 -23 -5 -7 -11 -25 -29 -30
right_child=1 2 3 4 5 6 -8 -9 -10 10 -12 -13 13 -15 -16 18 -18 -19 -20 -21 -22 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.0032447271177374545 0.0035029227132202072 -0.0033049535483596661 -0.004700647351213413 0.0022993260263222568 -0.0026833665463636405 0.0015941427179019096 0.0033630899418123539 -0.0026907624619221492 -0.0033384497268573667 0.0031627267669274129 -0.0012502368307536654 -0.0028909315034267346 -0.003355010316205369 -0.0024166616600280379 -0.0031545690997873753 -0.00068066265014379271 -0.0033823025863052893 -0.003338616321760387 0.0017040361919517235 0.0036928566203853173 0.0039563218119637016 -0.0020765514363533348 -0.0017525109321378412 -0.0022902176919323263 -0.0033039619033360178 -0.0033433253232019451 -0.0020662011434923193 -0.0017404228273143929 0.003885710656980177 0.0007257598362096848
leaf_weight=2.2882785995025188 0.25338618457317386 0.94086671050172199 0.23805861547589291 0.28402736131101836 1.3971468338277109 0.35463688289746631 0.96706244815140863 1.4756539114750911 0.85737913579214264 2.7332489008549601 0.81346992636099447 2.1254130769520989 0.56251868978143704 1.2051789709366847 0.7119632619433095 1.7141301305964587 0.78905971278436382 0.73773775156587262 7.4395949481986445 0.20123852789401997 0.17180159408599127 1.0701712752925363 1.6826220354996611 0.63785099703820591 1.5142962270183478 1.150367684662341 0.22946113720536221 0.93663364113310876 0.80147869884970546 20.893780849873956
leaf_count=365 4 154 3 7 64 4 66 171 138 277 19 551 32 60 28 23 49 103 266 2 2 91 78 7 431 158 4 39 11 703
internal_value=0 -0.000145703 -5.15264e-05 8.26241e-06 -0.000118926 -2.77895e-05 5.65573e-05 -1.77702e-05 7.71727e-05 0.00150324 0.00189434 -0.00220987 0.000149147 0.000238605 0.000322867 0.000389304 0.000106611 0.000207368 0.00125748 -0.00225527 -0.00274184 0.000305769 0.000384903 0.000532662 -0.00241898 -0.00217987 0.00275775 0.00065266 0.000735601 0.000842497
internal_weight=0 54.5172 52.1384 51.1975 47.1833 45.385 43.9878 43.0208 41.5451 4.01424 3.77618 2.3788 40.6877 39.1827 37.9775 37.2656 28.1119 27.3228 9.15373 2.66132 2.46008 26.5851 26.0225 24.3399 1.79832 1.505 2.96271 23.2697 22.6319 21.6953
internal_count=3910 3541 2986 2832 2529 2091 2027 1961 1790 303 300 555 1652 1490 1430 1402 1113 1064 289 369 367 961 929 851 438 162 281 760 753 714
is_linear=0
shrinkage=0.00325787


Tree=251
num_leaves=31
num_cat=0
split_feature=31 1456 2 123 1365 42 1 51 0 2 1447 1374 1375 42 13 133 403 1374 43 52 394 52 0 159 0 4 0 0 2 131
split_gain=0.97634 0.906816 0.98536 0.984371 0.853713 0.849144 1.48864 1.15161 1.10401 1.04805 1.03297 0.881616 0.908764 0.816036 1.03558 1.00425 0.800022 0.838682 0.755591 0.75527 0.751354 0.695878 0.975863 0.862011 0.72386 1.18411 0.864905 0.891023 0.741097 0.935019
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086545000000000025 0.086020000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.085990000000000011 -0.07742499999999998 -0.22851499999999997 0.087005000000000013 -1.0000000180025095e-35 0.090240000000000015 -0.43271999999999994 0.092145000000000019 -0.52445999999999982 0.091545000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15648499999999999 0.18936500000000003 -0.50967499999999988 0.086950000000000013 -0.13506999999999997 -0.46940999999999994 -0.084304999999999977 0.05309500000000001 -0.083424999999999985 -0.07773999999999999 -1.0000000180025095e-35 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 4 5 6 20 8 -7 -9 -11 12 -12 14 -14 18 -3 -18 -15 -16 -4 22 -19 -23 25 -24 -26 -28 -29 -30
right_child=1 2 3 -5 -6 7 -8 9 -10 10 11 -13 13 15 19 -17 17 21 -20 -21 -22 23 24 -25 26 -27 27 28 29 -31
leaf_value=0.0033156991982705715 -0.0024243078676607923 -0.003086112449102593 0.0028384056828476955 0.0023760489716993555 -0.0032113696932703946 0.0031171074893302088 0.0020531967116369145 0.0040140252824594378 -0.0025456105083528722 -0.0032295982293616939 -0.0022885747900953674 -0.0029540988722241029 -0.0021679216821995449 0.0031343256281848703 0.0017569311794448171 -0.0031751595475795966 -0.0038549524518805703 0.0020216707823496362 -0.00076805074875557593 -0.0013932755326196491 -0.0033031390271291354 0.0041725880460366776 -0.0036967553933527622 -0.003006785499984795 0.00330031453007614 -0.00016163657080627746 -0.003000261180770358 0.003065636337660587 -0.0022065518476423519 0.0023175745926081182
leaf_weight=0.94719988363794883 2.434815617860294 1.8560927539365391 0.27551813959144045 2.3068788265809408 1.0182065442204464 0.51257744897156987 1.1246954286471007 1.071951488265763 2.7462785330135473 0.92819104518277384 1.1757287480868637 0.84665010520256956 1.016940871719284 0.9958936073817316 13.314448856050104 1.2310197459300978 0.95181132527068513 2.2273271074518588 1.6603525228565552 1.0286315018311132 2.6902314070612259 0.23444755910895798 1.946937553817407 1.9978241208009411 1.0000530225224809 3.0527606289833784 1.1731033766409389 1.0443719490431269 1.5194710959913105 0.92028077412396658
leaf_count=113 369 486 9 164 55 12 53 21 297 99 10 31 22 41 477 132 22 53 123 73 483 7 206 167 31 55 107 72 98 22
internal_value=0 -0.000311679 -0.000212508 0.000142259 -2.06204e-05 8.54847e-05 -0.00141671 0.000317107 -0.00165494 0.000593284 0.000428094 0.000587713 0.000734541 0.00091921 0.00128612 -0.000530569 -0.000884342 -0.000630011 0.000695048 0.00153101 -0.00273259 -0.000426954 -0.000110623 -0.00225276 -0.000556276 -0.00153825 0.000311557 -0.000330223 0.000568778 -0.00050004
internal_weight=0 54.3035 51.8687 33.9442 31.6373 30.6191 4.09044 26.5287 3.25886 23.2698 22.1979 21.2697 20.423 19.2473 15.36 3.88727 17.9245 16.0684 2.65625 14.3431 2.96575 15.1166 12.8843 2.23227 10.657 4.9997 5.65728 4.65723 3.48412 2.43975
internal_count=3910 3797 3428 2102 1938 1883 545 1338 309 1029 1008 909 878 868 572 296 1326 840 164 550 492 818 644 174 591 261 330 299 192 120
is_linear=0
shrinkage=0.00354208


Tree=252
num_leaves=31
num_cat=0
split_feature=1 52 0 50 2 1212 401 484 14 3 3 2 376 51 474 48 2 16 48 2 48 14 0 4 4 15 13 3 13 16
split_gain=4.73301 2.05404 1.93196 1.92516 1.62381 1.52465 1.45919 1.53165 1.39886 1.879 1.9422 1.57346 1.36555 1.43525 1.9876 1.31845 1.6023 1.56631 1.3032 1.75677 1.99812 2.2756 1.4566 1.29104 2.45835 1.22012 1.15767 1.08332 1.07751 0.95854
threshold=0.10113500000000002 -0.42985499999999993 -0.017269999999999997 0.088425000000000017 0.14808000000000002 -0.50114499999999984 0.083100000000000021 -0.0043499999999999988 0.077685000000000018 -0.11266 -0.060719999999999989 0.11462500000000002 0.048695000000000009 -0.097124999999999989 0.082665000000000002 0.083775000000000002 0.089710000000000012 -0.078844999999999985 0.12675000000000003 1.0000000180025095e-35 -0.086624999999999994 -0.23083499999999998 -0.13506999999999997 -0.08422499999999998 -0.084009999999999987 -1.0000000180025095e-35 0.0015650000000000002 0.10223 -0.098524999999999988 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 18 -5 7 27 9 25 15 12 13 -12 -15 17 -17 23 19 29 -21 22 -22 -11 -25 -9 28 -1 -26 -3
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 11 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0017908964633736853 -0.0017758833696297394 0.00026658822695812802 0.0014521694741344033 0.0019989282965189275 0.0014905644699532456 -0.0016650097401852992 -0.001679653675807799 0.0014899564942114521 -0.0018470631329730361 -0.0017913486148026338 -0.0018009485537890191 -0.0015839290408665085 0.0013689057357338173 -0.00012820441889415044 0.0019989716054267387 -0.0010793354978609845 0.0010970323775132704 -0.0016702352329940914 -0.00091861652171835518 -0.0012858737801147168 -0.0012655317738651626 0.0014799753487617963 0.0011419535037221634 0.0034562022255246925 0.00067928812761067377 4.4412208808416115e-05 0.0009900447673948118 0.0018773138458902776 -0.0013278604746579201 -0.00084811852082123296
leaf_weight=3.2238507261499758 1.4516573511064041 4.194641541223973 4.1034638690762248 0.36358788982033718 2.5600277795456341 6.1842446327209464 2.838572825305163 2.5373874101787806 1.7534391633234907 1.9510120651684699 1.3290980118326867 1.8267387687228609 2.2757521066814652 13.179211374837914 1.4769903915002931 1.9557806230150152 2.1441995981149375 6.8387451833114019 3.6816860036924473 1.4051406364888013 1.8904545661062004 6.9925242904573492 1.2705713273026145 0.51782532781362522 1.0358280539512623 5.8034256766550225 1.256809319835156 0.26331158075481642 3.6880162712186531 5.2539491499774247
leaf_count=335 115 93 162 9 111 547 236 39 63 196 63 44 43 190 19 83 60 607 66 22 22 193 50 7 22 87 30 3 240 153
internal_value=0 0.000246234 0.00033986 -0.000569503 0.000172356 -0.00146156 -0.000465004 -0.000400021 -0.000321661 -0.000265724 -0.000424167 -4.52485e-05 0.000108673 -7.07405e-05 8.61634e-05 -0.000816758 5.88571e-05 -0.00105158 3.56696e-05 0.000202916 0.000657551 0.0009265 -0.000297845 -0.000550859 -0.000178432 0.000484166 -0.000493131 -0.00151391 -0.00088774 -0.000353252
internal_weight=0 32.8041 31.3525 62.4438 27.249 6.54783 55.896 53.0574 49.5703 47.8168 39.476 20.0878 18.2611 15.9853 14.6562 19.3882 4.09998 15.2882 24.689 21.0073 11.5587 10.1536 3.16103 8.44949 6.49848 8.34081 5.98065 3.48716 4.72384 9.44859
internal_count=3910 987 872 2923 710 556 2367 2131 1793 1730 1604 359 315 272 209 1245 143 1102 599 533 287 265 72 495 299 126 292 338 262 246
is_linear=0
shrinkage=0.00173885


Tree=253
num_leaves=31
num_cat=0
split_feature=39 3 51 1 483 401 158 0 480 453 1348 1455 4 155 42 133 132 1 33 9 1374 150 160 403 474 133 1 48 43 4
split_gain=0.952995 1.15164 1.10661 1.06044 0.904856 0.822573 0.812418 0.728753 0.726948 0.752672 0.943104 0.722835 0.668304 0.668148 0.724613 0.855834 0.819238 0.858688 0.817891 0.852411 0.793647 0.734934 0.851435 1.01541 0.801921 0.71195 0.811912 0.923303 0.778171 1.17858
threshold=0.005105000000000001 0.30601500000000009 -0.40274499999999996 0.088010000000000019 0.086680000000000021 0.10072000000000002 0.11015500000000002 0.024745000000000003 1.0000000180025095e-35 0.091855000000000006 0.090050000000000005 1.0000000180025095e-35 0.62104500000000018 0.10222000000000002 -1.0000000180025095e-35 0.19121000000000002 0.080815000000000012 1.0000000180025095e-35 -0.007134999999999999 0.091370000000000021 0.084470000000000003 -0.099594999999999975 -0.10117499999999999 0.092300000000000007 -1.0000000180025095e-35 -0.26719999999999994 0.10471000000000001 0.12862000000000004 -0.16369999999999998 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 6 8 -4 9 10 11 13 -6 14 16 18 -1 -18 -16 20 21 -20 23 -23 -24 -26 28 -28 -27 -30
right_child=2 -3 3 -5 12 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 24 -25 25 26 27 -29 29 -31
leaf_value=-0.0015631972996187188 -0.0032164062560265678 0.0021074807644175151 -0.0025796302080164321 0.0018296583378110596 -0.00302813073175887 -0.0030596896856879751 -0.0030777159563718567 0.001431961226698844 -0.0030622368415911894 -0.0031668454649160429 0.0030498457072659938 -0.0030381582841497584 0.0030970760647097231 -0.0027277899299619278 -0.0027707866675222574 -0.0031159980247375102 -0.0021563226500359513 0.0022548857348489155 0.0033856746562951883 0.0036572817581473358 -0.0023010721926835548 -0.0029249636278593821 -0.0035510814175790228 0.0032249703960536722 -0.0023787482448662869 0.002568159469372948 0.0022964732731661401 -0.00082363705264626853 -0.0035224693736846417 0.00025097617552320315
leaf_weight=5.1240590232191598 0.56752511556260277 1.6346282346639771 0.98409336211625376 5.0287794391624629 1.743358822306617 0.99328917067032207 0.92575151822529633 0.69299452612176538 0.80351244134362687 0.74585036258213122 0.82108317106030781 0.78694699343759467 0.17611273704096664 0.873646370600908 0.81133204651997104 0.71685654844622959 0.59275933739263553 1.1953819850459693 0.67671114322731085 0.65579168172553082 1.0940535543486465 1.3774246900575331 0.46183676505463722 0.29222904611378897 0.78227536997294933 1.2113211359828806 3.8556877898517987 1.0931146070361135 0.77730335388334282 16.975346325430941
leaf_count=640 20 139 64 358 298 178 144 17 155 30 33 166 12 164 26 189 101 63 9 26 64 150 41 5 41 15 106 15 16 625
internal_value=0 -0.000363826 0.000801456 0.00114149 -0.000452487 -0.000363926 -0.000301143 -0.000921988 -0.000239539 -0.000184113 -0.000128739 -0.000195057 -0.00246614 -0.000137045 -7.69973e-05 0.000119889 -0.000953769 0.000792594 0.000197046 0.000279358 0.000201896 0.000301462 0.000223661 -0.00184858 0.000361195 0.000434361 0.000526388 0.00160729 0.000244318 8.57551e-05
internal_weight=0 47.1977 7.27339 6.70587 45.563 43.6436 42.6503 1.67709 41.7245 40.921 40.1752 39.3541 1.91947 38.5671 37.6935 30.7813 6.9122 1.78814 30.0644 29.2531 28.5973 27.5033 26.8265 1.66965 25.1569 24.695 23.9128 4.9488 18.964 17.7526
internal_count=3910 3451 459 439 3312 3002 2824 81 2680 2525 2495 2462 310 2296 2132 1328 804 164 1139 1113 1087 1023 1014 155 859 818 777 121 656 641
is_linear=0
shrinkage=0.00299662


Tree=254
num_leaves=31
num_cat=0
split_feature=12 4 3 3 38 11 484 0 43 160 52 3 3 15 147 52 12 52 52 13 394 13 4 47 1 474 1 13 1 12
split_gain=3.29064 1.81399 1.444 1.54427 1.66042 1.43298 1.36243 1.40565 1.58259 1.28477 1.98061 1.21749 1.28096 1.21379 1.47261 1.18284 1.11302 1.0656 2.56627 1.23733 1.32451 1.02167 0.953707 1.0222 1.23932 1.21001 1.6148 0.903477 0.874384 1.57623
threshold=0.080120000000000011 0.15927500000000003 -0.010319999999999998 0.24227500000000002 0.13790500000000003 0.091445000000000012 -1.0000000180025095e-35 -0.077944999999999987 -0.17307499999999998 0.031805000000000007 -0.090304999999999983 0.097615000000000021 -0.074234999999999982 0.10687500000000001 0.089090000000000016 0.15091000000000002 0.084100000000000022 -0.42985499999999993 -0.088779999999999984 0.11596500000000001 -0.35113999999999995 0.17936000000000002 -0.44477499999999992 0.096300000000000011 0.14071500000000001 0.084655000000000022 0.077800000000000022 -0.00059999999999999995 0.083370000000000014 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 13 -5 21 -2 9 -9 16 -11 12 17 14 22 -3 28 -10 -19 20 -20 -1 -4 25 -25 26 -24 -28 29 -8
right_child=1 15 3 4 -6 -7 7 8 11 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0011154456322169683 -0.0017179343736322818 0.0003626738164859073 -0.001732785428608521 0.0012842506908568017 -0.0018849793136382091 -0.0015370567716140998 -0.0017229947235627241 0.00092174354860429094 -0.0017103602694393775 -0.0014563860266139541 0.0012075335657464826 0.00098284360058003271 -0.0018355980451063652 -0.001628169431522113 0.0014858753990794817 -0.0013449923801822307 -0.0013355869814643776 0.0017078885965701876 0.0027345811285255611 0.0019825105844267499 -0.0013998599442415468 -0.00013433421163641703 -0.0017022624646416936 -0.0014931138648596675 0.00045501666030567313 0.0013500634667359605 0.0012924380286952388 -9.5455823492592219e-05 0.0016304645469679183 0.0026174948809586721
leaf_weight=7.5975080411881173 3.5881315004080525 7.7969433520920557 1.1714988313615382 3.5975910220295182 0.54069826751947392 0.79871988762170154 1.0599002675153344 2.7935479688458136 1.3524981315713356 1.4211248978972437 1.7971373144537199 1.3592056883499015 2.2399905812926635 1.6757316044531751 1.4791385945864011 1.3535598283633588 12.419451479334382 1.6684426693245744 0.23639658093452132 0.40882143937051285 3.2401662894990348 2.4627258563414216 1.6539688974153381 3.017892548814415 1.341116498224437 1.7506842804141332 1.5116313830949479 11.32665464840828 0.64718040218576778 0.30673787370324124
leaf_count=257 493 172 67 161 6 14 99 66 166 73 30 13 169 38 52 53 1180 32 1 4 264 60 66 63 13 34 103 145 8 8
internal_value=0 -0.000557469 0.000112241 -8.37662e-05 0.000870167 0.000636903 -0.000734324 -0.000620294 -0.000206292 -0.000932212 3.11961e-05 -0.00050625 -0.00072754 -0.000242126 -0.000142239 0.000110073 -0.00114703 -0.000368153 -4.12916e-05 -0.000792416 -0.00111873 0.000809502 -0.000252842 -0.000168687 -0.000893741 2.58907e-05 -0.000134071 6.79604e-05 1.58341e-05 -0.000748785
internal_weight=0 43.6892 39.9256 29.0666 4.13829 10.859 34.5387 30.9506 13.2991 17.6515 3.21826 10.5055 9.14632 24.9283 23.2526 9.1505 14.4333 6.90633 5.55383 3.88538 3.47656 10.0602 21.7734 20.6019 4.35901 16.2429 14.4923 12.8383 2.01382 1.36664
internal_count=3910 2831 1079 748 167 331 2606 2113 715 1398 103 649 636 581 543 225 1295 467 301 269 265 317 491 424 76 348 314 248 115 107
is_linear=0
shrinkage=0.00168623


Tree=255
num_leaves=31
num_cat=0
split_feature=4 12 151 484 13 48 15 11 15 147 9 14 4 4 0 50 47 159 49 48 49 160 43 1186 13 48 160 48 394 43
split_gain=3.16958 2.36143 1.77796 1.58665 1.62741 1.92698 1.3612 1.33032 1.11318 1.25442 1.26967 1.20766 1.13539 1.78008 1.14289 0.930623 0.968211 0.921218 0.886288 0.86831 1.19177 1.16647 0.833714 1.08648 1.04321 0.912298 0.808491 1.34979 0.793973 0.949529
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -1.0000000180025095e-35 -0.094679999999999986 0.08346000000000002 -0.10981499999999998 0.077165000000000025 0.17176000000000005 0.088565000000000019 -0.016839999999999997 0.073890000000000011 -0.0010999999999999996 -0.44477499999999992 -0.15517999999999996 0.14026500000000003 0.096475000000000019 -1.0000000180025095e-35 -0.080639999999999976 0.09227500000000001 -0.045004999999999996 -0.066794999999999979 -0.17307499999999998 0.085080000000000003 0.16421000000000002 -0.36174999999999996 0.083295000000000022 0.093225000000000016 -0.47621999999999992 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -3 7 22 -7 18 9 10 -1 12 13 -12 -15 16 -4 -16 -5 21 -21 -14 24 25 -6 -24 27 -8 -27 -30
right_child=2 3 15 4 5 6 26 -9 -10 -11 11 -13 19 14 17 -17 -18 -19 -20 20 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0022835553839644332 -0.0018932517728249461 -0.0019635395199988819 0.0016968321449303395 -0.0010723261996052531 0.0012378542227650621 -0.0021135963641171701 -0.0021643323307922475 -0.0021479347995664584 -0.0017550974897490156 0.0020345878537053443 -0.0010242181854632191 -0.0022026096975014185 0.0011438279502371785 -0.00028468286198972989 -0.0011648802965505854 -0.0017348959888272126 6.6621000055952433e-05 0.0014913067347475961 0.00079464842856786047 0.0015136392439527699 -0.00067550934168840308 -0.001023239579808167 0.0029093555997820298 0.00054229730029325214 -0.0010332088289624057 0.0015419031286453648 0.0018304578143444926 0.0010301772598235502 -0.00099874949069343223 -0.0019826860421117455
leaf_weight=1.0242366055026746 0.90415357984602351 3.9408856220543376 6.3739337581209803 1.3039970882236955 1.3624202678911417 0.83727435930632044 0.82119204429909531 0.91963720857165743 1.4118053568527091 1.3906084718182672 2.6946235285140672 1.0737319872714568 1.2173326602205623 2.7197693469934254 0.60502383904532919 0.4536289721727379 2.0515243541449308 6.8968246923759375 6.3970198172610235 2.0583166228607297 2.182847259566187 8.0906783726531923 0.2061405628919698 1.3102525197900821 2.3441134542226791 0.36762370076031459 1.7808244284242389 1.7953413852956144 7.8215330522507545 8.9694943774957032
leaf_count=53 20 524 356 31 36 82 37 49 34 33 86 30 22 36 14 10 40 182 132 31 54 150 1 49 97 11 22 77 568 1043
internal_value=0 -0.000388483 0.000864068 -0.000719799 -0.000584537 -0.000828917 0.000298445 0.000198332 3.59126e-05 0.000120327 2.71315e-05 -5.67895e-05 3.02689e-05 0.00046812 0.00086153 0.00114484 0.00129989 0.00127709 0.000478518 -0.000387128 0.000386926 -0.000739823 -0.00109259 -0.00127005 -0.000198428 -0.0014068 0.000757708 2.75889e-05 -0.00145866 -0.00152435
internal_weight=0 71.5435 9.78324 40.1777 36.2369 27.6162 5.23463 8.62065 31.3658 29.954 28.5634 27.5391 26.4654 12.9162 10.2216 8.87909 8.42546 7.50185 7.70102 13.5492 4.24116 9.30801 22.3816 18.675 3.70653 17.3648 4.39736 2.61653 17.1587 16.791
internal_count=3910 3484 426 2759 2235 2023 218 212 725 691 658 605 575 318 232 406 396 196 163 257 85 172 1805 1672 133 1623 136 114 1622 1611
is_linear=0
shrinkage=0.00206397


Tree=256
num_leaves=31
num_cat=0
split_feature=4 11 1456 1211 480 401 151 31 2 150 133 159 3 48 1 3 15 48 43 1 1 453 1429 403 2 123 15 47 16 15
split_gain=0.971429 1.00979 0.930853 0.975667 0.962741 0.922117 0.90183 0.762507 0.720454 0.832288 0.766621 0.67959 0.653357 0.931483 0.977785 1.22608 0.950384 0.912236 0.729778 0.702042 1.04864 0.641885 0.634783 0.703186 0.639342 0.682197 0.680919 0.860096 1.30413 1.21278
threshold=0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.08456000000000001 0.10328000000000002 -0.27336999999999995 -1.0000000180025095e-35 0.086545000000000025 0.085425000000000015 0.19121000000000002 0.09141500000000001 -0.11266 -0.09386499999999999 0.085110000000000005 -0.013944999999999997 -1.0000000180025095e-35 0.086870000000000017 -0.078454999999999983 0.086560000000000012 0.088965000000000002 0.090755000000000016 0.084545000000000009 -1.0000000180025095e-35 0.085255000000000011 0.10400500000000001 -0.12259499999999998 0.09550500000000002 -0.077804999999999985 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 5 7 -2 -4 9 11 12 22 -10 -14 16 -16 17 -15 -19 -17 -21 -1 23 -9 25 26 -25 28 -28 -29
right_child=6 -3 3 -5 -6 -7 -8 8 10 -11 -12 -13 13 14 15 19 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.002997389496459427 -0.0029548059340943587 -0.0028087014298645513 0.0036448248566894573 -0.0034100084353636422 -0.0034042456822292616 -0.0033466276838635275 0.001295421210951465 -0.0033661308590078928 0.0017171820078839837 -0.003173682064189528 -0.0034919041218835524 -0.0033860292188836812 -0.0036932705965212055 -0.0029353947934127656 0.0036976509578822126 0.0036161882897127627 0.000460267478060311 0.0017521541785623282 -0.0022736138768277765 -0.0036944656657029672 0.0006125450450140238 0.0039422794317366594 0.0028697533706372176 -0.0038617154681541855 -0.0026616068925405956 -0.0037325095690054553 0.0012375655091243095 0.006225184348792023 -0.0017841666195387675 0.00070543549189409644
leaf_weight=1.9612726663472124 0.61180191580206145 1.8793181759538118 0.64255365077406068 1.0350019909674291 0.97745124064385791 0.92572447017300774 6.4264287448022506 0.81466796551830611 3.5752825448289505 1.3107122385408718 0.58161167742218722 0.78756557183805931 0.67534917127341643 2.4896638462087139 1.6204777262173582 0.75483410991728206 5.9281761152669841 1.2053839896107095 0.86575056961737562 0.69202472595497777 7.3594339435221627 0.16141539439558972 0.71871921187266785 0.41242763423360251 1.0167006399715308 0.48572855815291482 3.7212478795554418 0.64371457742527161 2.8012304560979917 1.4458583621308205
leaf_count=357 20 160 58 217 237 165 452 306 85 66 165 56 24 378 60 11 267 45 71 22 212 2 14 24 67 6 142 6 158 57
internal_value=0 -0.000405688 -0.000306675 -0.000201095 -0.00012286 -4.55268e-05 0.000925968 2.98364e-05 -2.83702e-05 -0.00063448 0.000304924 -0.000375436 0.000392671 0.000173344 0.000298194 0.00102361 -0.000422917 -0.00157089 6.93514e-05 0.000531546 0.000242356 -0.00246968 -0.000178837 -0.000372027 -0.000140316 0.000129226 0.000337078 0.000538156 -6.01878e-05 0.00240585
internal_weight=0 47.4893 45.61 43.4873 42.4523 41.4748 7.03823 40.5491 39.9066 14.1586 25.748 12.8479 25.1664 21.5911 20.9157 10.4268 10.489 4.5608 2.07113 8.80629 8.05146 2.12269 12.0603 11.3416 10.5269 9.51021 9.02448 8.61205 6.52248 2.08957
internal_count=3910 3438 3278 2919 2702 2465 472 2300 2242 902 1340 836 1175 1090 1066 305 761 494 116 245 234 359 780 766 460 393 387 363 300 63
is_linear=0
shrinkage=0.00334509


Tree=257
num_leaves=31
num_cat=0
split_feature=12 13 3 130 1 15 47 48 52 49 150 42 0 2 474 474 0 0 1 16 4 2 52 159 0 1 43 3 160 4
split_gain=4.16145 2.14422 1.97081 1.74955 1.66707 2.05765 2.50259 1.43018 1.27479 1.2606 1.25907 1.28452 1.12936 1.03525 1.00539 0.992814 0.959173 0.948565 1.07156 1.13646 0.924277 0.903061 0.897837 0.955489 1.1993 1.12553 0.768764 1.47199 1.2276 1.18032
threshold=0.051320000000000005 -0.094679999999999986 -0.100615 -0.082634999999999986 0.094485000000000013 0.05377500000000001 0.084155000000000021 0.12862000000000004 0.11588000000000002 -0.23609499999999997 0.084800000000000014 -0.10770999999999999 -0.19631499999999999 0.085155000000000022 -1.0000000180025095e-35 0.084655000000000022 -0.084304999999999977 0.12007500000000002 0.077800000000000022 -0.09601999999999998 0.15927500000000003 0.089910000000000004 -0.22491999999999998 -0.034019999999999988 -0.077944999999999987 0.083065000000000014 -0.074254999999999988 -0.078669999999999976 -1.0000000180025095e-35 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 10 13 15 6 7 14 16 -5 11 -3 -8 -4 -6 17 20 18 -1 -20 21 -2 -13 -24 25 -25 27 29 -29 -11
right_child=1 2 3 9 5 -7 12 -9 -10 26 -12 22 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0015912204219834666 -0.0015398856150560204 -0.0019265765386277194 -0.0012948299337538873 0.00053152241763937587 -0.00089661911088366822 -0.00092875016019546247 -0.0012582574686732268 -0.0010073612865356236 -0.0013651944621613922 0.00018979257329552603 0.001362576309776962 -0.001648349669113833 0.00024469290176621316 0.0010506974356331439 0.0013100314771425749 0.00071387240163921109 0.0010414765282147685 0.00052270790456543229 0.00061863321017100771 -0.00071542922937794259 0.00050914722027203655 0.00017424429661417768 -0.0017386470805699948 -0.0017658524166993812 0.00095454987555257235 0.00054708372142298154 -0.0015649944453018443 -0.0016917059278283618 0.00056212476427656283 -0.0015718787996614096
leaf_weight=2.4100128351710763 1.7062280545942479 1.2341412040404964 0.74555804766714517 1.1870688702911163 0.59802922978997664 2.5753431664779773 1.8783092321828005 0.86049621924758035 1.4939971724525083 1.2288601738400746 1.3590300958603609 0.90252049965783854 5.1976742576807728 1.7110561695881186 12.066014220938085 2.6177791948430231 3.1442396356724194 2.4938937397673717 2.4533169814385465 6.254959270823746 3.745983550325036 1.6865053297951815 0.68301663687452574 1.138312666676937 3.4865830377675584 1.1850057225674389 10.020975681720307 0.90291932853870127 2.5512826452031758 7.1920307998079798
leaf_count=104 102 75 38 16 13 49 38 7 62 76 28 87 100 49 493 63 52 31 31 122 63 32 25 56 61 21 1178 101 70 667
internal_value=0 -0.000545615 -0.000749239 -0.000993921 0.000185267 0.000471198 0.00064621 0.00106501 6.86748e-05 -0.00113576 -0.000123616 -0.00035767 -0.000154263 0.000338853 0.00120583 -0.000223032 0.000277 -0.000403209 -0.000610898 -0.000339594 -5.97131e-05 -0.000687803 -9.58526e-05 0.000119946 0.000338443 -0.000586142 -0.00122615 -0.000940212 -2.70207e-05 -0.0013148
internal_weight=0 47.3053 35.5284 25.5398 39.4058 23.1759 20.6005 13.5245 11.777 23.0831 9.98861 8.62958 7.07598 2.45661 12.664 16.23 10.283 13.6122 11.1183 8.70828 7.13872 3.39273 7.39544 6.49292 5.8099 2.32332 21.8961 11.8751 3.4542 8.42089
internal_count=3910 2859 2548 2195 1051 700 651 513 311 2108 353 325 138 87 506 351 249 288 257 153 197 134 250 163 138 77 2092 914 171 743
is_linear=0
shrinkage=0.0016612


Tree=258
num_leaves=31
num_cat=0
split_feature=4 12 453 3 151 49 9 11 15 147 4 4 48 0 3 52 0 160 130 130 2 15 1375 50 13 52 43 3 160 4
split_gain=4.53797 3.12453 1.99059 1.54126 1.4059 1.376 1.33902 1.33892 1.23616 1.66456 1.29534 1.74703 1.49959 1.32998 1.12462 1.28829 1.21138 1.08922 1.07295 1.46329 0.949928 1.26265 0.91828 0.990794 0.822022 0.91825 0.88246 1.87834 1.40315 1.2358
threshold=0.28937500000000005 0.080120000000000011 1.0000000180025095e-35 0.097615000000000021 -0.086769999999999986 -0.22390499999999999 -0.016839999999999997 0.088315000000000018 0.085950000000000013 0.088565000000000019 -0.0025899999999999994 -0.48072499999999996 0.091555000000000011 -0.029849999999999998 -0.100615 -0.15154999999999999 -0.060094999999999989 -0.066794999999999979 -0.082634999999999986 -0.089704999999999993 0.092340000000000019 -0.098459999999999978 -0.044039999999999989 0.11901000000000002 -0.094679999999999986 0.086040000000000019 -0.074254999999999988 -0.078669999999999976 -1.0000000180025095e-35 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 5 20 -3 -6 22 9 10 11 -8 17 -13 15 -7 -17 -12 19 -16 21 -1 -2 -24 25 -20 27 29 -29 -26
right_child=2 3 -4 -5 6 14 8 -9 -10 -11 12 13 -14 -15 18 16 -18 -19 24 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0013503784811957724 -0.0011169099072207745 0.00039259118538138594 -0.0015630288136927516 0.00050037755546967306 0.0021831193311794075 -0.0020512290740069628 -0.0011735226757309549 -0.00031032943259525468 -0.0016095109338878416 0.0021834678782021218 0.00066318884183537907 0.00021734452814728791 0.00030199973612280844 0.0019373159082112245 -0.00093366055830937714 -0.00081363691732749474 0.00074440943594530342 -0.0013474295549326201 2.8640351378094268e-05 0.0028024388336469657 0.0021024341066534892 0.0016113935731368861 0.0018921977226616883 -0.00055500525410109554 0.00019812580448741327 -0.002191739499698885 -0.0019045229296609611 -0.0020216695334507604 0.0009021683338037911 -0.0019002572356185924
leaf_weight=1.1006049234420059 0.50261030439287147 2.932010317221283 1.2054276484996069 3.2574202697724095 0.93179069971665995 1.6358385798521329 2.7672659866511884 2.0234194276854387 2.4392331708222619 1.189114624634384 1.2309352084994305 7.685057692229754 4.5277020931243888 2.3364317007362798 1.3846081555820999 4.3876147498376659 3.6375944484025196 8.4113807124085707 3.1026867483742562 0.5983305936679234 1.895005722530186 1.1981227686628693 7.1432326124049732 0.72638635337352742 1.3092264276929189 0.97571813315153111 10.39992216834799 0.88251098012551699 2.5276952045969692 7.6786595103330901
leaf_count=15 12 46 22 33 44 121 77 45 63 25 21 147 81 46 60 193 49 154 88 6 47 32 335 12 76 56 1173 99 68 664
internal_value=0 -0.000470172 0.000865424 -0.000821851 -2.98943e-05 -0.000925754 -0.000174376 0.00114701 -0.000246194 -0.000128052 -0.000230009 0.000230614 -0.000645732 0.000618342 -0.0010261 -0.000436552 -0.00010742 -0.00109075 -0.00122346 0.000193668 0.00105599 0.00019333 0.00149923 0.00166631 -0.00132802 -0.000502564 -0.00147568 -0.00111596 0.000145522 -0.00159459
internal_weight=0 80.4225 11.6011 44.7098 35.7126 41.4524 31.5189 10.3956 30.5871 28.1479 26.9588 12.7888 14.17 10.0215 38.5204 9.66105 8.02521 9.64232 28.8594 1.98294 4.19373 2.29873 8.37223 7.86962 26.8764 4.0784 22.798 12.3981 3.41021 8.98789
internal_count=3910 3484 426 2732 752 2699 658 404 614 551 526 270 256 193 2653 363 242 175 2290 66 94 47 359 347 2224 144 2080 907 167 740
is_linear=0
shrinkage=0.00199633


Tree=259
num_leaves=31
num_cat=0
split_feature=39 3 51 1 1456 3 1213 15 2 11 1 1212 0 47 13 0 13 13 403 403 48 4 42 48 1 49 1 43 48 124
split_gain=0.923855 1.13177 0.993425 0.932779 0.862054 0.818585 1.0506 0.887045 1.01846 0.805092 0.995354 0.723073 0.843418 1.33842 1.24179 0.893673 0.791439 1.41186 0.91576 1.32404 1.1726 1.17163 0.808416 0.770769 0.848573 0.935092 0.873416 0.762085 0.736219 0.679858
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.088010000000000019 0.075285000000000005 -0.10628499999999998 -1.0000000180025095e-35 0.079360000000000014 0.12330500000000001 0.08184000000000001 0.076710000000000014 -0.50114499999999984 -0.10071499999999999 0.096300000000000011 -0.17606499999999997 -0.10209999999999998 -0.084184999999999996 -0.083514999999999992 0.03138500000000001 0.09389500000000002 0.092065000000000022 0.08734500000000002 0.091330000000000008 0.12862000000000004 0.094695000000000015 -0.085974999999999982 0.091310000000000016 -0.50329499999999994 0.099575000000000011 -0.52484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 7 -7 9 -9 10 -1 -8 13 15 -14 23 -16 -18 20 -20 21 27 -23 24 25 -13 -27 -19 -22 -5
right_child=2 -3 3 29 -6 6 11 8 -10 -11 -12 12 14 -15 16 -17 17 18 19 -21 28 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00031614931607776975 -0.0032156421324561484 0.0024613311361229399 -0.00085815529338752812 -0.0028244904113739226 -0.0028002501657532902 -0.0030353371183853358 0.0048034809005624768 -0.0023032532835819894 0.0036716544180172154 -0.00056285404827174305 0.0029111286316264597 -0.0031943804379884135 0.0012876029506196634 -0.0022489153437260079 -0.0029269433210704623 0.0031607204065132555 0.0027387644018957535 0.0027015170804912886 0.0021807367214343944 -0.0031326045527661399 0.0018935741688816037 -0.0020654752854095586 0.0027437289007395671 -0.0027131110860055666 0.0014241797948922287 0.00057190357629864446 -0.0024417066779604457 -0.0028130792801291035 -0.0016424675339179091 0.0019986998426705857
leaf_weight=2.9368856649380159 0.52271480171475548 1.2519169661682088 1.6726073918398459 0.28065911866724391 1.3649248456349585 1.5220056617399667 0.23382507264614005 1.7031272012973206 0.30535144638270129 2.5109100203262642 2.4696914535015821 0.8786095117684426 1.9626015648245729 2.0881194917019448 2.2064707619137964 0.94963263906537676 0.86683270137290414 0.23554116906597222 1.435420322697609 0.6050984957255422 1.2324119824916118 0.58998669427819528 0.68622441310435534 0.80980268865823823 4.1350263077765703 5.6982599219772956 1.0307502755895255 6.6156999325612995 0.94355102954432357 4.8294814481632793
leaf_count=66 20 123 81 6 279 520 1 135 4 156 92 36 29 59 334 22 46 5 33 58 37 33 15 9 112 140 10 1029 68 352
internal_value=0 -0.000364928 0.000786226 0.00109463 -0.000441818 -0.000369725 -0.000587808 0.000393233 -0.00139488 0.000846835 0.00150152 -0.000475617 -0.000513057 -4.30348e-06 -0.000969423 0.00034283 -0.00125674 -0.000977783 -0.00123877 0.000605111 -0.00160394 -0.00212981 0.000520455 0.000129647 0.000325691 -0.000271379 0.000110279 -0.00262349 0.00036026 0.0017338
internal_weight=0 47.2687 7.30546 6.78275 46.0168 44.6518 34.7259 9.92597 2.00848 7.91749 5.40658 33.2039 32.97 15.5902 17.3798 13.5021 15.4172 13.2108 12.3439 2.04052 10.3034 8.12745 1.27621 12.5524 11.7426 7.60762 6.72901 6.85124 2.17596 5.11014
internal_count=3910 3451 459 439 3328 3049 2596 453 139 314 158 2076 2075 388 1687 329 1658 1324 1278 91 1187 1082 48 307 298 186 150 1034 105 358
is_linear=0
shrinkage=0.00301265


Tree=260
num_leaves=31
num_cat=0
split_feature=1 39 3 51 4 47 50 0 48 3 4 52 42 51 1186 43 3 4 1 1 16 1 42 42 15 49 4 2 3 12
split_gain=3.7809 2.35183 2.18678 2.00759 1.89512 2.24568 1.85801 1.7924 1.78746 1.55285 1.5429 1.66817 1.48957 1.41716 1.20713 2.4937 1.19465 1.1644 1.11925 1.16399 1.04006 1.07991 1.01422 1.26668 1.11204 0.977944 0.97412 0.958306 1.63426 0.949874
threshold=0.094485000000000013 0.084155000000000021 0.16699000000000003 -0.40274499999999996 -0.034289999999999994 0.092645000000000019 0.11581000000000001 -0.060094999999999989 0.12862000000000004 0.084925000000000014 -0.49837999999999999 0.10433000000000002 0.092635000000000009 0.08955500000000001 0.085080000000000003 0.0016850000000000001 -0.074234999999999982 0.018480000000000003 1.0000000180025095e-35 0.092550000000000007 0.032820000000000009 0.10232500000000001 0.083725000000000008 0.08401500000000002 0.091195000000000012 -0.081419999999999979 0.022820000000000003 0.10869000000000002 -0.115685 0.11878500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 20 6 8 9 29 14 11 -9 27 25 17 -16 -7 -1 22 -20 21 -2 -19 -24 26 -11 -25 -12 -29 -6
right_child=1 3 -4 -5 5 16 -8 10 -10 13 12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0012585528786197308 -0.0017630054303704691 -0.002003886812573491 0.001274901423274672 0.0013278739627343463 0.0011206085102465023 -1.7623065924114604e-05 -0.0019330377570703113 -0.0018277349264608992 -0.0015710324226916482 -0.00091894018823533772 0.0012368852615336292 0.00061257802859376409 -0.0015185777849391752 -0.001462692386906145 -0.0018787568982249359 0.0022113349956254021 -0.0015821313204710584 -0.0019468080689952936 0.0014685554683343005 -0.00095120424229000109 -0.0018675323387805105 0.00072360080712771083 0.0026472195715686545 0.0015184138896724886 0.00098221757637008845 0.00080941651841797595 -0.0019038321643241392 0.0016292138069878342 -0.0020452854971343085 -0.00081336003679740871
leaf_weight=22.163790650432933 0.97760386718437731 0.65568546392023552 3.4968037982471278 7.2933098915964356 8.9766660756431484 3.0652692425064743 0.97087281756103117 2.418275414500386 1.0434611700475223 1.4378715120255945 4.958052088506518 1.5159492772072551 1.0315654906444249 1.7875160984694956 0.88293726742267553 1.1310787592083213 3.4518819642253211 2.0562232795637083 1.6411925265565517 1.1075331289321182 3.2402382092550397 1.4319434212520716 0.41727407276630435 0.32271130871959108 0.89904670789837826 4.4883183035999528 1.939505426911637 0.73734094947576523 0.88695700746029593 0.9325505602173515
leaf_count=1931 49 10 148 331 216 71 30 80 11 18 68 19 75 31 57 11 87 111 41 15 189 27 2 8 11 54 137 10 44 18
internal_value=0 0.00017896 -7.28996e-05 0.00105305 -0.000268537 1.46108e-05 0.000485156 -0.000593445 0.000699511 -0.000775074 3.99983e-05 -0.000887425 0.000519212 -3.92788e-05 -0.000949382 0.000418254 -0.000846282 -0.00103955 -0.000460571 0.000493571 -0.00119272 -0.000285267 -0.000926016 -0.00033947 -0.000733702 0.000390065 -0.00141564 0.000838568 -0.000377267 0.000938604
internal_weight=0 35.5363 27.5873 7.949 24.0905 18.4407 11.9236 51.8231 10.9527 40.275 11.5481 3.93422 7.61392 7.71371 32.5613 2.01402 6.51715 30.5473 8.38349 2.74873 5.64979 2.40955 5.63476 3.57854 3.16126 5.92619 2.26222 6.58235 1.6243 9.90922
internal_count=3910 1187 846 341 698 433 275 2723 245 2427 296 99 197 103 2324 68 158 2256 325 56 265 76 269 158 156 72 145 122 54 234
is_linear=0
shrinkage=0.00182386


Tree=261
num_leaves=31
num_cat=0
split_feature=4 12 151 13 49 160 11 15 1 1373 47 15 1375 52 14 16 9 0 0 50 47 1 13 13 403 403 13 0 42 43
split_gain=4.01145 2.58864 1.88217 1.56439 1.66128 1.34731 1.31575 1.28505 1.39063 1.56629 1.46288 1.36037 1.28121 1.25154 1.18962 1.47681 1.48119 1.06964 1.16343 0.972338 1.08164 0.904984 0.846005 1.8899 0.976221 1.8041 1.45136 0.978317 1.01629 1.71082
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.077165000000000025 0.17176000000000005 0.085990000000000011 0.089210000000000025 0.081320000000000017 -0.038029999999999987 -0.43271999999999994 0.11588000000000002 0.088250000000000009 0.26760500000000004 0.084755000000000011 -0.084304999999999977 -0.10071499999999999 0.11901000000000002 0.096475000000000019 0.13837000000000002 -0.084184999999999996 -0.083924999999999986 0.03138500000000001 0.10150000000000002 0.056910000000000009 -0.070894999999999986 0.091230000000000019 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 6 5 -5 13 8 11 10 12 -1 -10 17 15 16 -14 18 -3 20 -4 -12 -6 -24 27 26 -26 -25 -29 -30
right_child=2 3 19 4 22 -7 -8 -9 9 -11 21 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.0016498418926970313 -0.0016808846189522435 0.00043718923428043846 0.0016673539765620761 -0.0019498695784390906 -0.0018914961816806635 0.00050751190686290106 -0.0019319644354814118 -0.0016930022231051917 -0.00069839980072844388 -0.0017370642818112974 -0.00065265802195508193 -4.1954782086977894e-05 0.001493869707973095 -0.001550795099650331 -0.0012635195327095412 -0.0012988434165228067 -0.0010197544112600452 0.0014679091136858317 -0.0019430009010044144 -0.00077824064539066889 0.00010872530284868928 0.0010532475448857882 0.0021375643751699778 -0.0015976674393037404 0.0011321318818495077 -0.0019187510314354742 -0.0019208414080496277 -0.0014011818544008411 0.0010155915557317151 -0.0018316785283220732
leaf_weight=2.7784880558028817 0.93848878797143598 3.547435307409613 6.3215573420748079 0.9501296100206672 3.9767518788576117 4.220267792697995 1.1315249090548594 1.5102829355746497 1.8332156501710546 1.2289799284189928 5.2320638112723818 5.3524162927642518 10.211705930531011 1.1955809821374712 0.77879049535840827 0.82046851981431324 0.88552550505846817 2.5785407684743396 0.89364716899581287 0.87642106134444553 2.0493863988667727 1.362430367618799 0.6646796355489667 11.002652947558095 2.5656824619509275 1.6228192180860785 0.68597136065363873 3.447525299619886 2.1617486241739248 1.1102899650577454
leaf_count=110 20 72 348 41 519 69 65 34 13 21 97 102 248 50 10 34 33 27 56 18 40 23 27 1153 64 147 41 229 74 125
internal_value=0 -0.000413357 0.000834838 -0.000719113 -0.000912914 5.59352e-05 -4.71352e-05 -1.43207e-05 6.88468e-05 0.00030901 0.000428048 -0.000591401 0.00075858 0.000212473 0.00096895 0.00111484 0.00129329 0.000512792 -4.17594e-05 0.00109015 0.00128577 -0.000300216 -0.00109682 -0.000960965 -0.00105211 -0.000313211 0.000488074 -0.00125534 -0.000694815 4.94369e-05
internal_weight=0 73.7496 10.1859 41.7552 32.4085 5.1704 9.34673 31.9944 30.4841 22.3532 21.1242 8.1309 14.5297 8.2152 12.6965 11.9177 11.0972 7.01962 4.44108 9.24736 8.37094 6.59449 27.2381 23.2614 22.5967 4.87447 3.25165 17.7222 6.71956 3.27204
internal_count=3910 3484 426 2759 2489 110 270 725 691 479 458 212 338 205 325 315 281 155 128 406 388 120 2379 1860 1833 252 105 1581 428 199
is_linear=0
shrinkage=0.00186439


Tree=262
num_leaves=31
num_cat=0
split_feature=1 123 50 50 2 3 0 49 13 15 4 15 11 133 1375 133 480 52 0 52 124 13 11 43 43 15 129 403 39 15
split_gain=4.1938 1.80308 1.7371 1.81595 1.58325 1.44489 1.87102 2.12314 1.6661 1.44541 1.39755 1.35418 1.30456 1.2886 1.16276 1.12992 1.18447 1.22696 1.38149 1.33492 1.16261 1.27995 2.20451 1.12428 1.66234 1.60956 1.60299 1.31535 1.10712 0.925172
threshold=0.10420500000000001 1.0000000180025095e-35 0.10119500000000002 0.10030500000000002 0.14808000000000002 -0.11266 -0.10071499999999999 -0.085974999999999982 -0.14819499999999997 0.079360000000000014 0.51224500000000017 -0.10312999999999999 0.08184000000000001 -0.0023199999999999996 -0.43271999999999994 -0.26719999999999994 0.086640000000000009 -0.42985499999999993 -1.0000000180025095e-35 0.16064500000000001 -0.50873999999999986 -0.077154999999999987 0.087830000000000005 -0.083094999999999988 -0.084059999999999982 0.088345000000000021 0.086720000000000005 0.086810000000000012 0.005105000000000001 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 9 7 -7 -8 12 15 -9 -1 -3 -13 -2 17 -17 19 20 -19 22 -22 24 25 -10 28 -28 -25 -23
right_child=4 13 -4 -5 -6 6 8 11 23 -11 -12 14 -14 -15 -16 16 -18 18 -20 -21 21 29 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00062702883620027261 -0.0017899976820088211 -0.0013809174094970998 -0.0016728887805591308 0.0027023743318036852 0.0013904764991706554 -0.0016840911737068518 0.00034075929206346266 -0.0007377479585824006 -0.0012932231266083985 -0.0013003921087716469 0.0014911839039891976 -0.00084041150107301175 -0.0010862904301596143 0.00093143186800313067 0.00067009243458267709 -0.0016670180105752956 -0.0016626192777728743 -0.0018393854945964625 0.001606922669041509 -0.0010769813462371267 0.0015324323628767788 0.00028099083743193462 -0.0013456623252615606 -0.0016041387428403786 0.0017813545072445907 0.00029161450648126664 -0.0016790805661746773 0.00089805386393425411 0.0010748212905867776 -0.00094213796057512704
leaf_weight=6.8369890404865128 0.88085700944067014 0.78791097085922945 3.5647265950683495 0.47466453025117417 3.042325726710259 2.215182736515998 2.5840290579944805 4.0764462500810614 5.4095305232331157 1.7816454526036967 1.9068751633167256 1.6729800552129717 1.4479439947754142 3.6480253580957642 7.5712001770734725 0.92632694612258504 0.97922512516379256 0.6661256179213727 1.8694176352582683 2.182838659733533 4.2697608368471505 9.3450047075748213 0.85961100831627835 13.086510692257445 0.7398882065899669 2.5282132597640157 0.83661892684176686 1.4647662974894045 0.42834095377475101 2.0225838031619778
leaf_count=106 19 29 364 4 139 52 24 114 357 94 128 11 71 90 116 83 27 7 82 54 111 190 11 1316 29 121 91 29 12 29
internal_value=0 -0.000486064 -0.000564802 -0.00049049 0.00027147 -0.000519259 -0.000651245 -0.000197643 -0.000911497 3.94636e-05 0.000140071 4.95489e-05 0.000327595 0.000520712 0.000396727 3.27284e-05 0.00010217 0.000180219 0.000260875 0.000130805 0.000284414 0.00037017 0.0010501 -0.00104361 -0.000569333 -0.000788444 -0.00130382 -3.88077e-05 -0.00151923 6.3365e-05
internal_weight=0 61.1556 56.7197 53.155 28.951 52.6803 42.6137 15.5358 27.0779 10.0666 25.9086 13.3206 8.28493 4.43594 9.24418 24.0018 23.1209 22.1417 21.2153 19.3459 17.1631 16.497 5.12937 24.4939 8.67763 7.93774 15.8162 2.30139 13.5149 11.3676
internal_count=3910 3030 2911 2547 880 2543 2272 293 1979 271 741 241 177 119 127 613 594 567 484 402 348 341 122 1955 507 478 1448 120 1328 219
is_linear=0
shrinkage=0.00163972


Tree=263
num_leaves=31
num_cat=0
split_feature=4 12 151 132 376 50 47 13 49 160 151 14 51 3 13 11 1 52 0 1 0 16 1 16 51 1348 4 13 43 0
split_gain=4.67616 2.8311 2.03821 1.39672 1.59529 1.34573 1.94792 1.22167 1.29881 1.16366 1.15753 1.15395 1.14819 1.1384 1.64512 1.09099 1.0286 1.02357 1.07148 1.2002 0.891275 1.30002 0.84328 0.793924 0.64012 0.627413 0.625518 0.681129 0.524685 0.991123
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 0.080815000000000012 0.048375000000000008 0.11901000000000002 0.096475000000000019 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 -0.095804999999999987 -0.46879999999999994 -0.40274499999999996 0.16699000000000003 -0.42334499999999992 0.077165000000000025 0.086430000000000021 0.11588000000000002 -0.084304999999999977 0.090475000000000014 -0.13027499999999997 -0.0072149999999999992 0.092550000000000007 -0.50763499999999995 -1.0000000180025095e-35 0.093505000000000019 0.011185000000000002 -0.023539999999999995 -0.074254999999999988 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 10 6 11 15 9 -9 -1 -4 -6 20 -15 17 -5 18 19 23 21 -12 -14 -3 -25 28 27 -11 29 -10
right_child=2 7 5 16 12 -7 -8 8 25 26 13 -13 22 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00062693787489952516 -0.0015634550268866347 0.00063034232741624602 -0.00016370447899862633 -0.00031469428593905566 -0.0018098167066710942 -0.0010427477307680777 -0.00038990877688801226 -0.0016968786713851328 -0.0013026640163101835 -0.00027708166541912051 -0.0008089669493296308 0.0016359912847424224 -0.00015039085664731537 -0.00072224985381179297 0.0016561216059246297 -0.0016782628115308853 0.0016798178265884894 -0.0014918253690661188 0.00080732200355667174 0.00095924354700274229 -0.0011569045982825217 0.00054385020131902679 0.0013700287121781881 0.00016249928247377739 -0.0015251095811716312 0.001036176754663769 -0.00086911798643139759 0.0012762241134963207 -0.0014578690756841249 -0.00049863646430282254
leaf_weight=1.6367761511355663 1.2788639776408661 0.73335214564576556 1.106507487129418 1.3115141317248338 0.52932682260870922 1.1430083587765683 2.4600948123261333 1.4049710575491188 14.112708117812874 1.648766665253788 9.0527583486400527 4.7068794979713857 1.6658179797232144 1.9958435259759428 1.1542734131216992 1.8044343679212023 1.2894529602490363 1.5840357714332638 2.325187041424214 1.1456861114129422 12.496790782548485 2.2253432404249969 2.041478228289634 0.70834520366042797 2.7963910098187643 0.30050186812877555 1.5031819790601728 1.2466116165742271 18.182986081577841 5.3042923863977149
leaf_count=27 20 15 42 20 6 18 40 41 859 28 127 306 25 30 44 65 45 50 27 21 260 34 107 10 82 8 17 24 1337 175
internal_value=0 -0.000793983 0.000314973 -0.000444436 -0.000533138 0.000570084 0.000792902 -0.00101978 -0.00113908 -0.00044049 -0.000667831 0.00129344 0.000374915 -0.00074654 0.000149239 -0.000549919 0.000674103 -0.000330827 -9.2265e-05 -0.000480786 -0.000865229 -0.000542035 0.000686851 -0.00087007 -0.00118403 -0.00124605 -3.91787e-05 0.000391698 -0.00126429 -0.00108302
internal_weight=0 90.2008 10.6954 35.3994 32.7984 9.41649 8.27348 54.8015 43.704 5.80353 28.5618 5.81339 4.23662 26.925 3.15012 11.0974 2.60097 9.293 7.70896 5.38377 23.7749 11.2781 3.7073 4.23809 3.50474 37.9005 4.39856 2.89538 37.6 19.417
internal_count=3910 3484 426 725 660 406 388 2759 2489 110 522 348 138 495 74 270 65 205 155 128 421 161 132 107 92 2379 69 52 2371 1034
is_linear=0
shrinkage=0.00158575


Tree=264
num_leaves=31
num_cat=0
split_feature=4 11 1213 1456 480 1211 151 128 1 0 3 156 3 48 15 13 13 0 123 4 15 4 0 1 15 49 3 3 10 40
split_gain=1.05133 0.935271 0.911712 0.916384 0.934628 0.943895 0.853908 0.743791 0.751973 1.57657 0.987861 0.918971 0.863077 0.797913 0.855495 0.758243 1.02179 0.846491 0.802957 0.739424 1.23786 0.991687 0.96172 0.885775 0.723729 0.76532 0.832722 0.715098 0.698763 0.692527
threshold=0.27020000000000005 0.08184000000000001 -0.082704999999999987 -1.0000000180025095e-35 0.08456000000000001 1.0000000180025095e-35 -0.27336999999999995 0.11637500000000002 1.0000000180025095e-35 -0.084074999999999997 -0.10315499999999998 0.090385000000000007 -0.083604999999999985 0.086065000000000016 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.083424999999999985 1.0000000180025095e-35 -0.0025899999999999994 0.090505000000000016 0.0057500000000000008 -0.11991499999999998 0.086430000000000021 0.091195000000000012 0.12114500000000002 -0.08348499999999999 0.084925000000000014 0.09266000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -2 8 9 12 -10 19 -5 14 -11 -16 -17 -18 -19 20 -12 23 -23 -21 25 26 -14 -28 -3 -22
right_child=6 28 3 4 -6 -7 -8 -9 10 13 11 -13 24 -15 15 16 17 18 -20 21 29 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0037426975450420129 -0.0031904812449892257 -0.0038525432977462633 -0.0026832112495819996 -0.0038137674766947657 -0.0037694643441335339 -0.0037882152590710087 0.0013605164943430619 -0.0041130768560891382 0.0027265452257949734 -0.0037426114957907694 0.0019551256503184955 -0.0023916288799201695 0.004754003416603445 0.002622893296519335 -0.0047132559800947289 0.0044340029946311043 0.0036652177107028574 -0.00083702231454701982 0.0041177157541788263 0.00093468795764819806 0.0037707421208136786 0.0019701709482102796 -0.00064618845883440148 -0.0030396228693151395 0.0020839400069540674 0.0022497405207136593 -0.0039639155722553682 0.00066730126035287514 0.0029149532941330578 -0.0029987728816988544
leaf_weight=1.1002839294960711 0.61788306385278691 1.7158979885280121 2.1620107878698027 2.3058124172966927 0.9908164661610489 0.94621388800442119 6.8247388750314704 0.60818545939400692 2.3533798622665953 0.81736250000539534 6.6646875625010651 1.7333073324989516 0.20367304747924286 1.7305435107555229 0.40372097492217029 0.81087467074393149 0.78072989161591078 5.5593928896123943 0.48902851529419411 1.1209880183450844 0.25123069714754809 3.5792919481173158 4.1919443677179515 2.4660800576675683 0.8388484427705406 0.55647238949313749 2.2234787925844972 0.57711246982216824 0.23886029655113805 1.197967267828062
leaf_count=348 20 153 327 288 231 172 452 50 84 185 331 120 4 71 3 7 14 377 7 22 18 50 96 92 16 11 237 6 7 111
internal_value=0 -0.000513445 -0.000408209 -0.000327686 -0.000210347 -0.000127196 0.000982695 -4.36518e-05 1.69261e-05 -0.000570021 0.000447866 0.000194979 -0.00197663 0.000320482 -0.000129171 0.000238007 0.000499646 3.24915e-05 -0.000436421 0.000425224 0.00127993 -0.00018534 0.00055886 -0.00179762 -0.0010138 -0.00174357 -0.00248324 -0.00300957 -0.00302559 -0.00182522
internal_weight=0 48.6182 46.6634 45.5632 43.4011 42.4103 7.44262 41.4641 40.8559 17.2971 23.5589 21.2055 6.7054 10.5917 8.86111 8.04375 7.64003 6.82915 6.04842 19.4722 8.11389 11.3583 7.77124 3.58707 4.39959 3.56074 3.00426 2.80059 1.95476 1.4492
internal_count=3910 3438 3278 2930 2603 2372 472 2200 2150 1226 924 840 562 664 593 408 405 398 384 720 460 260 146 114 274 258 247 243 160 129
is_linear=0
shrinkage=0.0037071


Tree=265
num_leaves=31
num_cat=0
split_feature=1 12 3 51 40 457 0 4 52 1 2 51 14 15 49 48 4 453 12 403 2 0 2 1212 15 52 3 394 150 39
split_gain=4.37086 2.45569 2.29866 2.13662 2.03177 1.7864 1.77716 2.07786 1.55258 1.47823 1.81869 2.13129 2.23347 1.74535 1.46252 1.38659 1.32077 1.49178 1.21027 1.07485 1.32861 1.94135 1.56009 1.02688 1.02533 1.21968 1.42942 1.58839 0.894404 0.867877
threshold=0.094485000000000013 -1.0000000180025095e-35 0.16699000000000003 -0.40274499999999996 0.34489500000000001 0.081330000000000013 0.024745000000000003 -0.49837999999999999 0.10433000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.08955500000000001 0.077685000000000018 -0.008624999999999999 -0.0090499999999999973 0.11462500000000002 0.22584000000000001 1.0000000180025095e-35 0.099170000000000022 -1.0000000180025095e-35 0.10393500000000001 -0.070894999999999986 0.10325000000000002 -0.50114499999999984 0.083935000000000023 0.090640000000000012 -0.084129999999999996 -0.081709999999999991 -0.099594999999999975 0.11419500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 16 9 8 -8 19 18 12 13 14 -12 -7 28 -18 23 -1 21 22 24 -11 -21 26 27 -26 -3 -30
right_child=1 2 -4 4 -6 15 7 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.002028095586764873 -0.0022290981482584469 0.0014297473303982241 0.0017417997776207315 0.0015568926636568381 -0.0022001989035495858 0.0016665189361191996 -0.0019850616279978618 0.00098650443040627141 0.00066248219266981493 0.0018427308148665159 0.00092243974162473747 -0.001729968737765319 -0.0020928358216080641 0.0019436399700958863 -0.0014946656064660647 -0.0009955505640674388 0.0003448072237056801 -0.0022059227394414099 0.0014826137380462177 -0.0014841476445254767 -0.002102968572518567 0.0012949825211713518 0.0022038976950425971 -0.0016663223429292239 0.0015895664984099916 -0.0017889167584439034 0.0014504339782220818 -0.002093022345356718 -0.0012585677547939877 0.001415567223150441
leaf_weight=4.5184533121064332 0.73117244802415271 0.57644565310329809 2.4716680408455423 8.9048147285357082 0.61401807516813356 2.8774754861369725 2.3211909299716358 5.0475719082169217 1.4275580039247868 0.3527758279815324 2.7762478329241267 2.056175436358898 1.1372995050624011 3.5362969636917105 1.5605167038738725 1.0716387219727037 7.814174357801674 1.0363673530519006 0.60911020869389165 9.3975083630066383 3.3682173469569525 1.7008641962893296 0.60183935053646642 5.8794646735768783 0.68448819080367673 1.7981902745086698 1.9011995540931828 1.473861870588735 9.8414296337869018 0.50940099544823247
leaf_count=666 10 9 80 383 8 67 69 77 18 10 35 53 69 46 31 10 171 19 21 647 238 34 8 397 9 161 51 83 413 17
internal_value=0 0.000232768 -9.15682e-05 0.00106176 0.00131454 -0.000282553 -0.000668921 0.000149776 -0.000976853 -0.000835037 -0.000395327 0.000105223 0.000524016 0.000902033 5.26823e-05 0.000944135 -0.00052749 4.61257e-05 -0.00120502 -0.0011445 -0.000953715 -0.000733249 -0.000950801 -0.00146769 -0.00107526 -0.00041928 0.000187405 -0.000925145 -0.00099209 -0.00112696
internal_weight=0 36.4486 26.1986 10.25 9.51883 23.7269 52.1488 8.79632 3.74875 43.3525 17.9079 11.0665 9.01036 7.87306 4.33676 3.94911 19.7778 8.85054 6.84135 25.4446 20.9262 17.558 15.8571 6.23224 15.2552 5.85774 4.05955 2.15835 10.9273 10.3508
internal_count=3910 1187 786 401 391 706 2723 164 87 2559 662 234 181 112 66 77 629 190 428 1897 1231 993 959 407 951 304 143 92 439 430
is_linear=0
shrinkage=0.00199768


Tree=266
num_leaves=31
num_cat=0
split_feature=1 50 50 401 14 2 128 51 0 131 43 123 50 158 1444 454 157 42 394 49 151 133 43 1374 33 41 16 15 43 15
split_gain=1.00941 0.98445 1.02086 0.910918 0.87846 0.85591 0.79932 0.795766 0.728553 0.716793 1.06625 0.806076 0.779543 0.688186 0.780063 0.704038 0.688504 0.727271 0.975173 0.814717 1.0342 1.02252 1.52329 0.771687 1.2062 0.735723 0.798399 0.71076 0.7954 0.618179
threshold=0.10420500000000001 0.10119500000000002 0.10030500000000002 0.083100000000000021 0.077685000000000018 0.14808000000000002 0.086435000000000012 -0.10748999999999999 1.0000000180025095e-35 0.08518000000000002 -0.17307499999999998 1.0000000180025095e-35 0.083475000000000008 0.084965000000000027 -0.10662999999999999 -1.0000000180025095e-35 -0.084354999999999986 -1.0000000180025095e-35 -0.078964999999999994 -0.085974999999999982 0.094645000000000021 0.090085000000000012 0.12512500000000001 -0.094679999999999986 -0.007134999999999999 0.078705000000000011 0.3935300000000001 0.088495000000000018 -0.016244999999999996 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 7 -1 -2 11 -11 12 13 15 -15 -9 -17 18 29 20 -19 23 -23 -21 -25 26 27 -26 -29 -18
right_child=5 -3 -4 -5 -6 -7 -8 9 -10 10 -12 -13 -14 14 -16 16 17 19 -20 21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0025499232156448266 -5.4310995330208282e-05 -0.0030350608747782407 0.0046734021348729315 -0.0031607864509757785 -0.0034433238277431083 0.0027647637447434517 -0.0033782925861233328 -0.0035020602598606009 0.0025230113229153008 0.0036964528723478236 -0.0026771631612702495 0.0023467448166096822 -0.0036955944635610571 0.0041491453866556692 -0.0034752619586929526 -0.0034380465638859273 -0.0013728080987988648 -0.0021993383102282783 -0.0034151884633046542 -0.00093093786541363546 0.0020168138951958845 -0.0035610424513847008 0.0015259357393950833 -0.003350510340455888 0.0023935200741004689 -0.0015840464976885006 -0.0012784545195460117 0.0021867364635668831 -0.0035129612332106823 0.0026427273331367175
leaf_weight=1.5586478894110793 14.720604755682876 1.7231389686930914 0.42211438878439267 1.3906700753141183 1.0268416659673665 1.5224780037533481 0.91856039618141849 0.58073000051083212 1.3196114232996468 0.33473384985700283 2.1598967444151631 1.5744577012956131 0.64970268402248521 0.1719397916458546 1.0717092168051738 0.56057802168654802 0.9553430450614544 2.3057114589028234 1.2928619406884596 1.7342283530161111 0.89052092982456077 1.3509796058060595 1.2526620146818457 0.55685592442754028 9.5210876412455736 0.72983121965080577 0.83153184805996794 0.58626330795232207 0.50169356132391907 0.76013622526079416
leaf_count=206 592 369 4 270 91 139 171 50 149 6 314 84 111 2 159 100 63 65 229 17 22 224 12 22 281 31 25 28 50 24
internal_value=0 -0.000581952 -0.000463515 -0.000524997 -0.000416798 0.000383722 -0.000322195 -0.000234283 0.000157723 -0.000115454 -0.00182194 3.72448e-05 -0.000100991 -9.95813e-06 -0.00242116 0.000112883 0.000200977 0.000288643 -0.00123591 0.000515004 -0.00102465 0.000803375 -0.0011136 0.00114851 0.00143185 0.00165067 0.00185702 0.00210278 -0.000441586 0.000406493
internal_weight=0 37.4134 35.6903 35.2682 33.8775 17.5627 32.8507 31.9321 16.0402 30.3735 2.49463 27.8788 26.3044 25.6547 1.24365 24.411 23.8303 23.2697 3.00834 20.2614 3.19623 17.0651 2.60364 14.4615 12.7273 12.1704 11.4406 10.609 1.08796 1.71548
internal_count=3910 3030 2661 2657 2387 880 2296 2125 741 1919 320 1599 1515 1404 161 1243 1193 1093 316 777 87 690 236 454 437 415 384 359 78 87
is_linear=0
shrinkage=0.00332291


Tree=267
num_leaves=31
num_cat=0
split_feature=1 150 1373 4 0 151 1373 3 48 151 4 2 52 1446 2 16 0 16 4 11 15 49 4 3 4 159 16 151 1 10
split_gain=0.926873 1.04287 1.04446 0.932921 0.92981 0.838685 1.25458 0.929842 0.813612 0.811466 0.796479 0.765049 0.700958 0.69387 0.67653 0.673162 1.09549 0.671705 0.728731 0.635516 0.689477 0.89555 1.34304 1.034 0.826181 0.638647 0.605019 0.567388 0.551857 0.608255
threshold=0.085835000000000009 0.077110000000000012 0.10700000000000003 0.51224500000000017 -0.084074999999999997 0.056555000000000001 -1.0000000180025095e-35 0.090325000000000003 0.088875000000000023 -0.056409999999999995 -0.00027999999999999998 0.079395000000000007 -0.42985499999999993 0.089150000000000021 0.14808000000000002 -0.083144999999999983 -0.060094999999999989 -0.014099999999999998 0.018480000000000003 0.088315000000000018 0.090505000000000016 -0.006494999999999999 -0.00072999999999999985 -0.10315499999999998 0.22584000000000001 0.094195000000000015 -0.084184999999999996 0.088225000000000012 0.092385000000000009 -0.012394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 12 10 7 -7 9 15 -3 11 -1 -2 14 19 26 -17 27 -19 20 21 -14 25 -24 -22 -23 -6 -12 -25 -30
right_child=1 2 -4 -5 8 6 -8 -9 -10 -11 17 -13 13 -15 -16 16 -18 18 -20 -21 24 22 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0013586776539347557 -0.0031817066221091778 0.0018916773594006874 -0.0029880039014639321 0.002704441883354091 0.00011811850113804746 -0.0031890476731553418 0.001713207689878687 0.0037678470222865849 0.0018277831376404929 -0.0016528937654291661 -0.0017861945047553123 -0.002865742092867649 -0.0018611234258711559 -0.0032903976463726052 0.002567959919317065 -0.0028329646176448566 -0.00018579730188631049 -0.0010571346745415387 0.0030515474548407193 -0.0024320174366211054 -0.0027172074285773539 0.0021071552565820936 0.0030832663335540081 -0.0031263429111122029 0.0014636703955521733 -0.0017700321768938634 0.0038535063328774444 0.0022673526484230772 0.0027010487535456856 -0.0006784102203336766
leaf_weight=0.47527567180804897 0.85145872295834735 2.7622698077466339 0.58623234601691354 1.0188108254224051 2.7108735300134872 0.87947509624064002 1.2607089322991667 1.9561597451101986 1.7655060522956763 0.83460924006067072 3.4126518471166496 4.0571069096913561 1.9696027757600081 0.72617229179013421 0.86589021561667223 2.2678467368241391 4.9108986535575241 0.85677657253109074 0.85679598897695541 1.2701176472473878 1.8623586223693558 4.3982667778618767 0.79574454855175147 0.8229548133676613 0.62695658579468716 0.46630584367085237 0.51149888860527326 0.38093229290097941 0.57631137268619426 6.3751522465608845
leaf_count=30 162 162 15 156 133 11 64 72 90 25 297 740 53 63 59 627 195 49 16 49 238 240 21 42 8 37 16 7 17 216
internal_value=0 0.000108641 0.00106527 -0.000241411 -0.000735063 0.00137413 -0.000301297 0.00201985 -0.000149502 0.00106921 -0.00144469 -0.00242276 -0.000380312 -0.000265391 -0.00015572 -0.00048513 -0.00102207 -0.000639736 0.00099723 -0.000278786 -0.000125947 0.000122635 0.000413464 -0.000336945 -0.00166422 0.0017355 0.00071105 -0.00137916 -0.000687018 -0.000398236
internal_weight=0 30.9056 8.27946 22.6261 22.2062 7.69322 2.14018 5.55304 12.1666 3.59688 10.0395 4.53238 21.6073 20.7558 20.0297 10.4011 7.17875 5.50716 1.71357 19.1638 17.8937 15.4043 13.4347 8.57016 2.48932 4.86457 3.22237 3.79358 7.77442 6.95146
internal_count=3910 1710 349 1361 2200 334 75 259 1061 187 1139 770 1205 1043 980 971 822 369 65 921 872 626 573 296 246 277 149 304 275 233
is_linear=0
shrinkage=0.00315022


Tree=268
num_leaves=31
num_cat=0
split_feature=39 3 51 1 483 1213 475 160 158 403 1425 133 48 1 42 51 448 38 122 0 12 48 130 14 3 0 49 48 12 394
split_gain=0.887815 1.00556 0.882471 0.819565 0.799 0.722696 0.76494 0.720688 0.741169 0.720238 0.702996 0.734178 0.752146 1.2409 0.919829 0.890216 0.652075 0.71717 0.732021 0.62963 0.607543 0.586182 0.66229 0.585603 0.71975 0.737807 1.45602 0.906078 0.734497 0.905445
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.088010000000000019 0.086680000000000021 -1.0000000180025095e-35 -0.086004999999999984 -0.40446999999999994 0.11034000000000001 0.092300000000000007 1.0000000180025095e-35 -0.26719999999999994 0.11930500000000001 0.10420500000000001 -0.14127499999999996 0.13741000000000003 -0.080249999999999988 0.13584500000000002 0.089350000000000013 0.024745000000000003 -0.0089849999999999982 -0.09386499999999999 -0.086274999999999991 0.077685000000000018 -0.11266 -0.10071499999999999 -0.085974999999999982 0.086285000000000014 0.088285000000000016 -0.081709999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 19 5 6 -1 9 10 -7 11 -9 13 20 -15 -14 -5 18 -18 -4 -13 -16 -23 24 -22 26 -26 -28 29 -27
right_child=2 -3 3 16 -6 7 -8 8 -10 -11 -12 12 15 14 21 -17 17 -19 -20 -21 23 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0030539169129365469 -0.0030529078264449499 0.0022751816988404298 -0.0023837019639976766 -0.0030309521866121944 -0.0021949802787711616 -0.0029324387692261089 -0.0027219388563137535 -0.0023105477273059759 -0.0029522157802902428 0.0021309927554939165 -0.0034289893553055843 -0.0029707467011942748 -0.0026540687053055365 -0.002395157621413025 -0.0016736023250391108 0.0010023301368785784 0.0024976292827114202 -0.0028842049426513303 -0.0012603171349343972 0.0013151927640185715 0.0010571227818140948 -0.00123664994850295 0.0020448022607678033 -0.0029459520058741826 -0.0027853111501498946 0.0022060607190767592 0.0015922517838663959 -0.000505905475454986 -0.00014425906679105924 -0.0020458275115669742
leaf_weight=0.21393600106239308 0.47275895404163737 1.1685613940935571 0.89156546175945439 0.24061487615108479 2.0260879743727847 1.4117990739177901 1.6929237943259057 1.1723112912150089 0.78045228309929271 0.27862217882648099 0.52358369203284283 0.62642762972972121 1.7466978752054267 0.54452118137851346 0.44850928988307703 0.80611527897417534 3.9892717626644298 0.25338131375610817 0.48115531727671612 0.66591364797204733 4.1621928339591241 0.56213063839822996 5.4390226872637859 0.58521332568488915 1.0479352218098936 0.46098831400740881 4.749969835393129 2.6594372170511633 7.0869220467284322 4.1463909400045171
leaf_count=4 20 123 64 3 315 252 566 162 110 14 83 32 53 9 14 14 338 5 12 17 137 9 228 52 30 38 94 38 570 504
internal_value=0 -0.000359219 0.000744068 0.0010193 -0.000430526 -0.000343642 -0.00207393 -0.000259557 -0.000176798 -0.00209786 -0.000117886 -7.00548e-05 4.83451e-06 0.000122923 0.00119696 -0.00149947 0.00159076 0.00182618 0.00209316 -0.000802208 -0.00017137 0.00150022 0.00173743 -0.000100942 -3.24646e-05 -0.000257512 0.000390063 0.000839166 -0.000725839 -0.00162041
internal_weight=0 44.3408 6.99466 6.5219 43.1722 41.1461 1.90686 39.2392 37.5488 1.69042 36.7684 36.2448 35.0725 32.5197 6.99418 2.55281 4.96442 4.72381 4.47043 1.55748 25.5255 6.44966 6.00115 24.899 24.3138 20.1516 8.45734 7.40941 11.6943 4.60738
internal_count=3910 3451 459 439 3328 3013 570 2443 2177 266 2067 1984 1822 1755 260 67 358 355 350 81 1495 251 237 1463 1411 1274 162 132 1112 542
is_linear=0
shrinkage=0.00287809


Tree=269
num_leaves=31
num_cat=0
split_feature=156 15 15 3 483 401 474 51 1211 481 156 1366 42 42 133 1374 159 160 43 1 48 1374 49 3 151 133 3 4 484 133
split_gain=0.826118 0.866898 0.856322 0.936616 0.901364 0.794756 0.765741 0.938879 0.720957 0.734592 0.725693 0.69124 0.7308 0.8727 0.678066 0.645886 0.689544 0.764747 0.768595 0.708114 0.599957 0.805821 0.710032 0.790715 0.76607 0.721919 0.766128 0.893107 0.625842 0.593616
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.088030000000000011 0.10072000000000002 -1.0000000180025095e-35 0.11024000000000002 0.082530000000000006 -0.0079799999999999992 0.10691500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085679999999999992 0.19121000000000002 0.086000000000000007 0.10519500000000001 -0.40446999999999994 0.24789500000000006 0.10031000000000002 0.096390000000000017 -0.094679999999999986 -0.085974999999999982 0.084925000000000014 0.083140000000000006 0.092000000000000012 -0.018854999999999997 0.05309500000000001 0.087270000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 8 -2 -8 9 -4 11 -11 13 -13 15 16 17 -14 19 20 21 -19 24 25 -23 26 28 -28 -24 -18
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12 12 14 -15 -16 -17 29 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0035251193812997537 -0.0047930291740388336 -0.0029993118904386648 -0.0028953016550365683 0.0035688190636778976 -0.0028876366386062888 -0.0035553001030320663 0.0029376835837831507 -0.0014612582584000919 -0.0034385296923490944 -0.0029408551739570393 -0.0035466302177959552 -0.00010647651523172293 -0.0031678746909605893 -0.002854382994857998 -0.0036342523459826949 -0.0023741177214814542 0.0036675930696110832 -0.0020912163451771732 -0.0024117507274167434 0.0018411507882059083 0.0024600026387023416 -0.0035965445845543603 0.0016106532836097543 0.0023369706403689786 0.00064342103157197044 -0.0025084919208583755 -0.0028859534623064324 0.0013112858655256298 -0.002309725198155763 -0.0029036488803442515
leaf_weight=0.91154386795824294 0.22072625719010863 1.3900861106230866 1.077100952155887 0.77764024725183745 1.5627355581964355 0.83565621054731209 2.5247613128740336 0.76844043051823963 0.78059108555316825 0.89437860436737437 0.67963105853414063 5.2640733457519673 0.61275135504548117 1.9134252610383544 0.49761358287650992 0.94001289049629022 0.19654121552593995 1.5200397368753567 0.89102592749986698 6.8305544983595601 1.772846110514364 0.96652536327020699 6.1149199780775279 3.3181715884711585 1.1135451039299367 0.95387900539208281 1.3519296885933472 1.1301532275974748 0.53792861115653057 1.1075661139329884
leaf_count=197 3 99 240 66 245 175 283 22 198 47 147 411 93 348 145 58 5 48 43 285 52 33 327 52 31 39 46 18 30 124
internal_value=0 -0.000176843 -0.000306919 -0.00022116 -0.000289918 -0.000191626 0.0014901 0.00191123 -0.000122162 -5.69295e-05 2.22575e-05 8.62085e-05 0.000159314 -0.000839032 0.00039932 0.000467687 0.000561688 0.000680726 0.000769711 0.000880399 0.000530959 0.000329872 0.0005675 0.000861385 -0.00132672 0.00037607 0.000677279 -0.000974847 0.00129366 -0.0019133
internal_weight=0 48.5453 45.0313 43.6412 42.8636 41.3009 3.51393 3.2932 40.4652 39.6846 38.6075 37.9279 37.0335 7.1775 29.856 29.3584 28.4184 27.1143 26.5015 25.6105 18.7799 17.0071 15.4871 13.407 2.08007 10.0888 9.13493 2.48208 6.65285 1.30411
internal_count=3910 3713 3405 3306 3240 2995 308 305 2820 2622 2382 2235 2188 759 1429 1284 1226 1097 1004 961 676 624 576 512 64 460 421 64 357 129
is_linear=0
shrinkage=0.00348457


Tree=270
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 15 151 31 147 4 14 4 159 48 49 15 158 50 50 3 52 1 15 16 160 43 43 130 52 12
split_gain=3.90176 2.52806 1.85486 1.64088 1.42258 1.20765 1.19172 1.10891 1.06899 1.14219 1.4284 1.71616 1.30755 1.30109 1.03542 1.02259 0.914675 0.902714 1.3441 1.06798 1.14363 1.08408 1.14917 0.82038 0.802718 1.08822 2.18926 1.61823 0.808278 0.871778
threshold=0.27608500000000008 0.080120000000000011 -0.27336999999999995 0.097615000000000021 -0.22390499999999999 0.17176000000000005 -0.086769999999999986 -1.0000000180025095e-35 0.088565000000000019 -0.0025899999999999994 0.077685000000000018 -0.49837999999999999 -1.0000000180025095e-35 0.091555000000000011 -0.086904999999999996 -0.098459999999999978 0.084965000000000027 0.10119500000000002 0.10030500000000002 -0.10628499999999998 -0.15154999999999999 0.10305000000000002 0.05377500000000001 0.099280000000000021 -1.0000000180025095e-35 -0.074254999999999988 -0.078644999999999979 -0.081624999999999989 -0.089799999999999977 0.10129000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -3 6 15 -8 9 10 11 -9 -13 -11 -14 -1 17 18 19 20 -6 22 -22 -16 -21 26 28 -27 -26 -30
right_child=2 3 -4 -5 16 -7 7 8 -10 13 -12 12 14 -15 23 -17 -18 -19 -20 24 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.00010351226034665491 -0.0018069085308208359 0.00051484559191113924 0.0011311566875500292 0.00065169280600213422 -0.0019987857243269637 -0.0017569530436201339 0.0021554084457003639 -0.001115228780753512 0.0017787081258324546 -0.0010435007032668442 -0.0022105730381795276 -0.0016554464821677923 -0.00099416903296218381 0.00029725031679015367 0.0016186407336550984 0.0020413853165718271 -0.0020461730543616871 -0.0019879248545118947 0.0026467968571255904 -0.0018382121524689104 0.00049810700041475516 0.0025020510311490542 -0.0017443415388310132 -0.00013656785569136662 -0.0017444033071028482 0.00074237745267139159 0.0020602493197523189 -0.001669393437203833 0.00025937177612317923 -0.0018579843898624353
leaf_weight=1.4626518981531265 0.9061525035649528 2.6194243649952105 9.448775527533142 2.9333961559459558 1.0426811468787489 1.4453112650662649 0.83904729597271455 2.2266563312150618 1.0746351797133673 8.8547573797404606 0.85812760237604457 0.75043416209520142 0.84581562504172847 4.0632445784285656 5.7198431384749551 2.0599050209857586 2.865794504992663 2.6056374777108422 0.43367577763274212 4.0178257527295633 3.2698002005927291 0.71139600500464428 1.2028998716268686 1.2483464502729473 2.188099690945819 1.247760691680029 1.2502223111223525 7.5381075108889215 3.032119951210916 0.99343369458802033
leaf_count=35 20 46 421 33 101 34 43 74 25 181 20 18 22 80 128 56 267 356 4 477 62 9 81 29 178 43 29 845 147 46
internal_value=0 -0.000416803 0.000874049 -0.000757614 -0.000875666 -5.5126e-06 7.88569e-05 -6.37319e-05 -0.000136346 -0.000220116 0.000225295 0.000419 0.000817882 -0.000621779 0.00105541 0.00115077 -0.000988086 -0.000885415 -0.000778732 -0.000834804 -0.000124254 0.000252771 -0.000104983 0.0013042 -0.0010531 -0.000858983 -0.000308217 -0.00132688 -0.000784766 -0.000263153
internal_weight=0 69.4011 10.3549 37.9523 35.0189 31.4488 30.0035 26.4809 25.6419 24.5672 11.6492 10.7911 8.56444 12.918 7.81401 3.52256 32.3995 29.5337 26.928 26.4943 6.22678 5.1841 4.4727 6.96819 20.2676 16.2497 7.46388 8.78587 6.21365 4.02555
internal_count=3910 3469 441 2724 2691 745 711 620 577 552 291 271 197 261 179 91 2645 2378 2022 2018 253 152 143 157 1765 1288 400 888 371 193
is_linear=0
shrinkage=0.00196165


Tree=271
num_leaves=31
num_cat=0
split_feature=4 12 3 48 49 15 147 4 4 14 3 48 160 49 50 158 50 50 133 52 0 3 1186 13 13 2 42 42 160 48
split_gain=3.42263 2.62147 2.02098 1.77993 1.2956 1.2925 1.33587 1.14906 1.33583 1.25025 1.12417 1.05901 1.12751 1.05917 1.00032 0.947266 0.972584 1.47646 1.05174 1.01432 1.31666 1.44766 1.09762 1.03413 1.01654 0.968423 0.952667 1.42141 1.02885 1.33363
threshold=0.28937500000000005 0.080120000000000011 0.097615000000000021 0.12933000000000003 -0.22390499999999999 0.085950000000000013 0.088565000000000019 -0.0010999999999999996 -0.49837999999999999 0.077140000000000014 0.076695000000000013 0.09227500000000001 -0.066794999999999979 -0.045004999999999996 0.11901000000000002 0.084965000000000027 0.10119500000000002 0.10030500000000002 -0.10870499999999998 -0.42985499999999993 -0.070894999999999986 -0.074234999999999982 0.085080000000000003 0.14810000000000004 -0.094679999999999986 0.086545000000000025 -0.09547499999999999 -0.11145999999999999 0.084100000000000022 0.08346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 14 -3 6 7 8 -1 10 -10 12 -9 -13 -2 16 17 18 -6 -20 22 -22 24 -23 25 -21 27 -26 -28 -30
right_child=3 2 -4 -5 15 -7 -8 11 9 -11 -12 13 -14 -15 -16 -17 -18 -19 19 20 21 23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-0.00095564284716573614 0.0012723720437617413 0.00046881710859241496 0.00079157781501945472 -0.0016489493566602229 -0.0019469745186430438 -0.0013750339345519618 0.0020490155651960891 0.0009418786417637211 0.001464036871968344 -0.0015093710699611328 0.00022985172717196204 0.001404942859024112 -0.00095808136739759212 -0.00049362115677305143 -0.00085680473270769548 -0.0019827462566613576 -0.001934949594672445 0.0026859786465721529 -0.0019369521484674155 -0.0014439676427964747 0.00081347453508098246 -0.002108992430406866 0.00086624834878374225 0.001791195586151099 -0.0019405854997894113 0.0010174020723045655 -0.0016733307611422551 0.0016116646884251132 -0.0019880287291420516 0.001560360133719926
leaf_weight=2.1699089054018303 8.0348706706426984 2.4549274570308617 2.8887736517935982 0.97738118190318424 2.6596295584458955 2.2907476662658146 1.2377945743501175 1.3098440328612913 5.4116632067598403 0.88066670857369977 5.3110054237768054 2.0865356284193695 8.4691219457890821 2.184530572965742 0.8901845524087556 3.0242481741588554 2.7871835946571073 0.44606434926390548 2.1347310959827217 0.9140585614368385 4.1511282483115792 1.2522470082621922 1.2604799037799246 0.3075496545061468 0.70528077310882509 1.5911854931619016 8.9908464457839639 0.97426420636475686 0.68580623413436004 0.87613387405872345
leaf_count=82 384 46 33 24 302 71 30 25 170 18 100 36 163 57 18 273 356 4 254 32 111 91 39 13 77 44 959 33 45 20
internal_value=0 -0.000404984 -0.000740819 0.000792631 -0.000866523 3.18486e-06 0.000111823 2.56421e-05 0.000416801 0.000673459 0.000852737 -0.000357811 -0.000703591 0.000433881 0.00106001 -0.000966586 -0.000863242 -0.000752402 -0.000810272 -0.00068348 -0.000560221 0.000225312 -0.000840637 -0.00133998 -0.000986624 0.000119351 -0.00121313 0.000119991 -0.00142531 2.35724e-06
internal_weight=0 69.4564 38.1045 9.90244 35.2158 31.3518 29.0611 27.8233 13.7732 11.6033 10.7227 14.05 9.77897 4.27107 8.92506 32.7608 29.7366 26.9494 26.5033 23.8437 21.709 5.71092 15.9981 1.5598 14.7376 2.50524 12.2323 1.67954 10.5528 1.56194
internal_count=3910 3484 2732 426 2699 752 681 651 370 288 270 281 188 93 402 2653 2380 2024 2020 1718 1464 215 1249 104 1210 76 1134 110 1024 65
is_linear=0
shrinkage=0.00190575


Tree=272
num_leaves=31
num_cat=0
split_feature=1 12 40 3 50 147 48 3 3 39 16 16 0 1212 49 51 14 13 15 50 474 0 123 52 48 12 14 2 4 12
split_gain=4.75977 2.37079 2.35372 1.79869 1.73748 1.52609 1.67655 1.42148 2.25246 1.3353 1.43227 2.02839 1.39133 1.32991 1.31382 1.33092 1.22164 1.27014 1.19925 1.3781 1.16086 1.16439 1.08323 1.0805 1.25661 1.34248 1.15566 1.17279 0.982413 0.794879
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.16699000000000003 0.088425000000000017 1.0000000180025095e-35 -0.09386499999999999 -0.12008499999999998 -0.060719999999999989 0.15608500000000003 0.062650000000000025 0.67964000000000013 1.0000000180025095e-35 -0.50114499999999984 -0.13451999999999997 -0.097124999999999989 0.077685000000000018 0.17936000000000002 0.15086500000000003 0.088160000000000002 0.084655000000000022 0.14676000000000003 0.11662000000000002 0.41469000000000006 0.11930500000000001 0.11742500000000002 -0.46637499999999993 0.10510500000000002 0.080255000000000007 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 7 9 -7 16 18 10 12 -12 23 -6 -10 -16 17 29 19 -9 21 -17 -15 24 25 26 -3 -28 -26 -1
right_child=1 3 -4 -5 13 6 -8 8 14 -11 11 -13 -14 22 15 20 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0016421967998797144 0.0015066646465031201 -0.0010240384653745782 -0.0019073847382105496 0.0012554345780260545 0.0019094975833223323 -0.00091300118980686649 0.0017700852443130949 -0.0010878457435088064 -0.001903514795304472 0.0017034728251887387 -0.0015712502005053891 0.0015257345082271578 0.0016195415964850414 -0.0017524468596764777 -0.0014683820484278532 -0.00024600682236236571 -0.0017587527816577001 -0.00090639316047871736 0.00095338385376145436 0.0028558798120481479 0.0013052008275303991 0.0013104049789086636 0.0020011920555402171 -0.0017911140629971818 0.00012718697340826515 -0.0014035283456916132 2.6450132488505202e-05 0.0016446316477942179 -0.0018628889752325829 0.000316765588684438
leaf_weight=1.966292729601262 5.8660158305428913 1.1162166222930006 0.65764098986983288 2.9874231875874093 0.33256260398775328 0.98757568933069739 2.20391787495464 22.252214239910248 1.2457022545859242 0.89626473188400169 4.7724219087976953 0.71164498105645169 1.2110427590087045 5.7714986118953666 1.8711130027659262 15.000694647431382 0.87275797128677357 1.7515100268647072 0.918121587485074 0.26253490895032783 1.9215161679312576 1.5533394739031781 0.23427344113588322 1.2798495348542918 1.216828463599086 1.2165947575122116 2.4502034434117448 2.8223609840497375 1.8023529099300502 4.0625244765542448
leaf_count=34 301 18 8 96 9 20 62 1713 22 24 184 19 44 545 95 273 62 36 10 2 29 17 2 46 14 22 37 56 36 74
internal_value=0 0.000241308 0.0011625 7.24416e-06 -0.000574248 -0.000157116 0.000939831 -0.000474196 -0.000596275 -0.000336688 -0.000434998 -0.00116937 -0.00012793 -0.00142157 -0.000197548 -9.31019e-05 0.000161028 0.000376379 -0.000963684 -0.00104186 4.61797e-05 -9.99617e-05 -0.00160602 -0.000305702 -0.000126767 0.000244035 0.000557775 0.00089265 -0.00106082 0.000749054
internal_weight=0 32.1984 6.52366 25.6747 60.0167 22.6873 3.19149 53.6783 45.0252 19.4958 18.5995 5.48407 13.1154 6.33833 21.5924 20.3467 8.65309 7.78033 23.4329 22.5147 18.4756 16.554 6.00577 11.9044 10.6246 7.60538 6.38878 5.27256 3.01918 6.02882
internal_count=3910 987 309 678 2923 582 82 2367 2161 500 476 203 273 556 436 414 206 144 1725 1715 319 290 547 229 183 133 111 93 50 108
is_linear=0
shrinkage=0.00171125


Tree=273
num_leaves=31
num_cat=0
split_feature=39 3 51 457 1456 1 48 3 15 2 1213 4 43 4 49 50 50 4 3 403 133 15 52 3 3 16 160 0 4 2
split_gain=0.891564 0.907471 0.831473 0.815493 0.921432 0.755309 0.694674 0.814201 0.836422 0.927616 0.746911 0.736178 1.19317 0.600813 0.599152 0.709132 0.78642 0.638832 0.804389 0.777926 0.716913 0.594798 0.840606 0.739818 0.606801 1.14246 0.952181 0.660633 0.681155 0.587046
threshold=0.005105000000000001 0.16699000000000003 -0.40274499999999996 0.082870000000000013 -1.0000000180025095e-35 0.088010000000000019 0.11930500000000001 -0.10628499999999998 0.079360000000000014 0.12330500000000001 -1.0000000180025095e-35 -0.48072499999999996 -0.46376499999999993 -0.37626499999999991 -0.014479999999999998 0.10119500000000002 0.10030500000000002 -0.49837999999999999 0.084925000000000014 -1.0000000180025095e-35 -0.10870499999999998 0.083935000000000023 0.091715000000000005 -0.082394999999999982 -0.074234999999999982 -0.057604999999999996 -1.0000000180025095e-35 -0.10071499999999999 -0.020179999999999997 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4 7 8 11 -10 -9 12 -6 -8 -12 16 17 -16 19 -19 -21 23 -23 -22 26 -26 -25 -27 -29 -20
right_child=2 -3 5 -5 6 -7 13 10 9 -11 14 -13 -14 -15 15 -17 -18 18 29 20 21 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.0042802922680821309 -0.0044659738291687257 0.0018185349040755682 -0.0010393390983794311 0.00063858433958681178 0.0034911105753814495 0.0023406155375335818 0.0012759246098714512 -0.00425173387713645 -0.0033281599889114738 0.0050411776142897987 -0.0025480895373792473 0.0020649263366258356 -0.0047518990846008883 -0.0044282742601539577 -0.0044854044101035806 -0.0038377272339494674 0.0056430859044045868 -0.0040047426659906519 0.0026005178374512183 -0.0039867426862080684 -0.0042918783988868253 0.0023701854452727795 -0.0042759019365876724 -0.0040542219069836342 -0.0045811518010481604 0.0024887595590184571 0.0028142864223865477 0.0039326551823184912 -0.0038456220163735509 -0.00073838705519380533
leaf_weight=1.4213524459628377 0.44419364479836065 2.770833969814702 1.5632559887599189 6.9415862989844745 0.51629400253295898 4.8113972408464178 0.41739179380238067 1.2320296720136017 1.5020834604511035 0.28046212531626213 3.2184912144439357 4.7000010877381966 0.79737255850341149 1.5653885157080354 0.68587110273075325 1.1121664553065773 0.3812438016757359 1.2632483663619627 2.4568840998690571 0.95722488139291328 0.94991889514495298 2.477030416252092 0.39359258406329889 0.44983711320674702 1.2665013347286733 1.2556815571151676 1.8074786736397066 0.26390717143658571 0.84180756052952077 1.5218168487772343
leaf_count=347 20 160 81 227 6 358 10 488 127 4 166 182 79 78 55 236 3 446 42 166 137 67 96 81 28 23 94 13 59 31
internal_value=0 -0.000520691 0.00112235 -0.000680036 -0.000951365 0.00151175 -0.000804939 -0.000646573 0.000530161 -0.00201135 -0.00105368 0.0012835 -0.00151225 -0.00322749 -0.000868723 -0.000569842 -0.0003557 -0.000493547 -0.000321405 -0.000870134 -0.000498775 -0.000154776 0.00145894 -0.000832504 -0.000274134 -0.00134413 0.00144553 0.000392002 -0.00198914 0.00132342
internal_weight=0 43.4475 6.81885 40.6767 33.7351 6.37465 32.3137 30.3309 7.79621 1.78255 22.5347 6.01367 1.31367 1.98278 21.3027 18.0842 16.972 16.5908 15.9049 11.9262 10.663 9.70576 2.87062 6.83513 5.88521 3.6279 2.25732 2.3614 1.10571 3.9787
internal_count=3910 3451 459 3291 3064 439 2717 2629 398 131 2231 267 85 88 1743 1577 1341 1338 1283 1210 764 598 163 435 298 123 175 95 72 73
is_linear=0
shrinkage=0.00422446


Tree=274
num_leaves=31
num_cat=0
split_feature=9 156 2 403 123 130 1365 4 52 52 147 484 124 49 1374 16 0 48 0 160 133 474 1456 448 12 3 1 16 1375 159
split_gain=0.815691 0.750813 0.743904 0.993873 0.924276 0.790482 0.733703 0.697001 0.87663 0.739715 0.87231 0.684944 0.625236 0.608619 0.625946 0.677831 0.598339 1.05074 0.935776 0.785011 0.596438 0.563653 0.523835 0.535898 0.616466 0.670599 0.691787 0.551883 0.595897 0.631591
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.089710000000000012 -1.0000000180025095e-35 0.086020000000000013 0.085970000000000005 1.0000000180025095e-35 -0.49837999999999999 0.10599500000000002 0.18936500000000003 1.0000000180025095e-35 -0.0043499999999999988 -0.52484999999999993 0.27772500000000006 0.090240000000000015 -0.52488999999999997 -0.077944999999999987 0.087945000000000009 -0.082074999999999995 -0.092169999999999988 -0.081204999999999986 -1.0000000180025095e-35 -0.066614999999999994 -0.083619999999999986 0.092365000000000017 0.10666500000000002 0.12200500000000002 0.16388500000000003 -0.43271999999999994 -0.079759999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -4 12 -11 -5 -9 14 15 -14 17 18 19 -13 -6 -17 -23 -24 27 26 -26 28 -25 -30
right_child=1 2 4 11 20 -7 -8 9 -10 10 -12 16 13 -15 -16 21 -18 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0030407671438176485 -0.003272249256152153 -0.0028900738963752262 -0.0034855687592210182 -0.0027087279949451881 -0.002101189053345645 -0.0030316239009207996 -0.0028961104704468164 -0.0034683419716037642 0.0010135666335646493 -0.0027360589962849807 0.0035115582284110467 -0.00328733015829966 0.0031156998090470581 -0.0027194006765807379 -0.0027709291999519193 -0.0036202642565508467 0.00072169705720739809 -0.0031750850888489571 -0.0032692330471546815 0.0002416377749365662 0.0029825757183019699 -0.0033913619909222746 -0.0027797450868124601 -0.0011976514905724437 -0.0015066448704462295 0.001968535506590811 0.0032842950651580508 -0.00050801807381685448 -0.0033461312042311273 0.001988641950666658
leaf_weight=0.79263625154271622 0.85736822802573343 1.9265761115239026 1.1347653089906184 1.3057700904901164 0.28162139281630505 0.88506018120096897 0.83437855774536629 0.39753249287607317 0.75626483350060869 1.4002967992564652 0.28122022002935398 0.70994317845907318 1.2722272654064202 0.55023580160923202 0.51788802165537973 0.31581239006484807 4.6099749178392786 1.5094607116188861 1.0107953234110016 9.4935963610187155 1.7117425956530485 0.31422333896628707 0.41942303068938613 0.73026101477446026 2.652412275783719 1.151364824734628 0.3585211110766976 1.4845692921662692 0.23900454072283217 8.6191936017129063
leaf_count=121 197 661 80 264 25 226 36 11 9 174 4 91 67 29 22 34 257 76 131 441 136 38 7 5 295 19 36 54 21 343
internal_value=0 -0.000270269 -0.00021536 -0.000676594 0.000145207 -2.85245e-05 8.49185e-05 0.000195 -0.00168626 0.000366826 -0.0016912 -0.00044781 0.000548746 0.000634486 0.000736585 0.000840048 -0.000277493 -0.00063951 -0.000298219 -3.90121e-06 0.00226434 0.000662266 0.00074696 0.000830024 0.0009294 -0.00013268 -0.000936173 0.00132863 0.001613 0.0018447
internal_weight=0 47.7315 46.8741 20.5661 26.308 24.3147 23.4296 22.5952 1.89103 20.7042 1.68152 18.6395 19.0227 18.6251 18.0749 17.557 17.3338 12.7238 11.2143 10.2035 1.99336 16.2848 15.969 15.6547 15.2353 4.1623 3.01093 11.073 9.58846 8.8582
internal_count=3910 3789 3592 1921 1671 1510 1284 1248 89 1159 178 1260 981 970 941 919 996 739 663 532 161 852 818 780 773 350 331 423 369 364
is_linear=0
shrinkage=0.00323714


Tree=275
num_leaves=31
num_cat=0
split_feature=1 47 123 42 484 42 51 393 3 3 0 49 49 156 43 50 133 42 1374 394 151 52 1186 474 43 4 150 0 1 43
split_gain=4.34219 1.95296 1.69794 1.64638 1.77569 1.69517 1.48458 1.3951 1.36344 1.46209 2.13488 1.49948 1.3936 1.35592 1.2522 1.24123 1.21816 1.20252 1.37195 1.18082 1.12407 1.12589 1.11126 1.06822 1.35192 0.970434 0.948069 0.916228 0.906682 0.872407
threshold=0.10420500000000001 0.084155000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 0.092145000000000019 -0.10748999999999999 1.0000000180025095e-35 -0.100615 -0.078884999999999997 -0.11287999999999999 -0.085974999999999982 -0.47013499999999991 0.11896500000000002 -0.15648499999999999 0.11843500000000001 -0.0023199999999999996 -0.14127499999999996 0.09309000000000002 -0.079609999999999986 -0.40391999999999995 -0.24456499999999998 0.090650000000000022 0.084655000000000022 -0.078454999999999983 -0.084009999999999987 0.10139000000000002 -0.060094999999999989 0.076710000000000014 0.14198000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 7 26 6 -6 -1 27 10 -10 -11 -12 15 -7 17 -4 -2 20 -9 -19 -22 -16 24 -13 -14 -5 28 -8 -26
right_child=1 -3 16 4 5 14 8 19 9 11 12 23 25 -15 22 -17 -18 18 -20 -21 21 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0015915736921053465 -0.00083191046444139371 -0.0002748374744738871 -0.0014057479635987467 -0.0017926446402214186 -0.0018124635800096953 0.00026833417898948324 -0.0013935360695689928 0.00044506214087484161 0.0014349109883179329 -0.0015313983278747213 0.0015804983393574075 0.0017151560189235611 0.00074658400412183005 -0.0012941536183804327 -0.0016890054299638203 -0.00098442016639814457 0.0010048419947177986 -0.0011143847554900617 -0.00093489659094035985 -0.0018220183090736429 -0.00033669862457972439 0.0014885159763976278 0.0019610440530803946 0.0017917842146115905 -0.000309439937625311 -0.0016335872433288819 0.0012022516178558237 0.0011718682128669087 0.00066043801338554653 0.0010150998062886198
leaf_weight=7.7974282684735936 1.0950930928811455 10.1326134246774 0.78777569998055685 3.7227232865989199 1.5700321574695397 1.5765388743020592 1.0809292970225217 2.3324755164794628 1.0763368383049954 1.6595072057098175 0.50898152031004595 1.3900511288084079 0.57520081195980122 0.9959941387642165 5.1047370817977926 1.104257859289645 3.4865349628962568 0.60549164842814462 0.97429632954299528 1.0088373816106466 1.1366869588382567 11.689838559366759 0.26915635168552388 1.2221981226466585 10.100576526485392 6.025260414928197 0.35488945245742787 3.9510443492326841 1.6867957357317207 1.7951722759753455
leaf_count=780 18 234 29 450 90 34 24 63 12 27 5 29 23 45 437 28 90 11 21 81 33 490 2 16 196 512 7 66 41 16
internal_value=0 0.0003375 -0.000502257 -0.000585141 -0.000431891 -0.000318592 -0.000151425 -0.00118597 -6.74943e-05 -0.000260129 -0.000863016 4.51189e-05 -0.00121091 0.000689999 -0.00110368 0.000809007 0.000560559 0.000936764 0.00107121 -0.000239434 0.00121672 0.00132677 -0.00150619 0.00022545 8.13584e-05 -0.00142617 -0.00153199 0.000630742 -0.000141737 -0.000109555
internal_weight=0 27.7343 59.0832 54.8089 43.6701 39.5925 32.6421 11.1387 31.0721 24.3533 8.18578 16.1675 7.10944 17.6017 6.95043 16.6057 4.27431 15.5014 14.4063 3.34131 13.432 12.8265 5.37389 14.508 13.2858 6.60046 4.07761 6.71877 2.76773 11.8957
internal_count=3910 880 3030 2911 1987 1530 1057 924 967 836 552 284 540 646 473 601 119 573 555 144 534 523 439 257 241 535 457 131 65 212
is_linear=0
shrinkage=0.0017508


Tree=276
num_leaves=31
num_cat=0
split_feature=4 11 453 1456 403 1213 480 52 129 11 41 52 133 52 14 51 39 3 3 13 52 159 147 1444 13 13 42 42 48 1
split_gain=0.801296 0.80198 0.780406 0.767064 0.810572 0.775972 0.732435 0.686754 0.682004 0.627205 0.745567 0.614907 0.692972 0.621172 0.651125 0.681021 0.740148 0.888229 0.583118 0.675757 1.43061 0.723769 0.579987 0.562062 0.557494 0.648406 0.552485 0.618252 0.537822 0.525789
threshold=0.28937500000000005 0.08184000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -0.040174999999999995 -1.0000000180025095e-35 0.088315000000000018 0.081670000000000006 -0.42985499999999993 -0.26719999999999994 -0.40891499999999997 0.077685000000000018 -0.40274499999999996 0.005105000000000001 0.11265500000000002 -0.14539499999999997 -0.094679999999999986 0.11588000000000002 0.094195000000000015 0.086955000000000018 -0.10662999999999999 -0.084184999999999996 -0.083514999999999992 -0.11145999999999999 -0.10298999999999998 0.096390000000000017 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 23 7 -6 8 -5 -7 -2 -11 28 -13 -14 15 -15 18 -18 -17 20 29 24 -3 -1 -21 -26 -27 -28 -10 -20
right_child=2 22 -4 4 5 6 -8 -9 11 10 -12 12 13 14 -16 16 17 -19 19 21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0041163056351174454 0.0022287129711562777 -0.0036665454322812115 -0.0025653305539264626 0.00011905558370143177 -0.0035820663004127061 -0.0037073140128038814 -0.0036009270828863539 -0.003271818464088823 -0.003622165770526424 0.0025970318345631773 -0.0031114279129464163 -0.00278251283882718 0.0042392559847710606 -0.0037240947555683165 -0.0029975022105033144 0.0020632422250313909 0.002808897657029942 -0.0013466395722553305 0.0010584820576608595 -0.0023105816665081173 -0.0034024451042924415 -0.0032642555073853544 0.0027253082760796063 -0.0031369381307235159 0.0033740862764094133 -0.0036321309318121308 0.004157694004750247 -4.8802230261155857e-05 0.0013192701441326182 0.0036368771395704274
leaf_weight=0.14625833299942304 3.7547267132904372 1.4035941148176778 0.66868834057822812 1.2492941218661147 0.7619087525526983 0.57908076595049252 0.68282031256239761 1.8877977413358156 0.94885707309003098 0.4938073633238671 0.69090922363102436 0.90737392299342801 0.51172833703457854 0.50070734391921234 0.73653600178658862 2.0178699818206978 2.9846728293923657 0.82675410714000452 2.6720162350684431 1.2977140463190213 0.71556225616950531 0.94093008921481569 0.20474617183208454 1.6688303115661245 0.72966921678745222 0.52303223940545862 0.45324683049695735 14.80620285146866 0.39167243684642017 1.5865408352110533
leaf_count=3 359 157 22 107 243 45 190 753 176 30 15 146 7 32 35 48 188 20 40 160 40 108 3 360 25 43 10 449 21 75
internal_value=0 -0.000395878 0.00103163 -0.000298372 -0.000192683 -4.0235e-05 3.72807e-05 -0.00192146 0.000110068 0.00151858 -0.000732058 0.000175955 0.000273937 0.000362533 0.000298105 0.000378869 0.000448381 0.0019075 0.000232347 7.66239e-05 0.00123915 -0.000231765 -0.00285284 -0.00255248 -7.15527e-05 0.000104416 -4.67503e-05 7.61421e-05 -0.00217839 0.00201907
internal_weight=0 42.1354 5.60813 40.5271 38.712 35.5749 34.813 3.13709 34.1302 4.93944 1.18472 33.5511 32.2106 31.3032 30.7915 30.0549 29.5542 3.81143 25.7428 23.7249 4.97412 18.7508 1.60834 1.81509 17.8099 16.5122 15.7825 15.2594 1.34053 4.25856
internal_count=3910 3484 426 3324 2961 2101 1858 860 1668 404 45 1623 1426 1280 1273 1238 1206 208 998 950 155 795 160 363 687 527 502 459 197 115
is_linear=0
shrinkage=0.00354779


Tree=277
num_leaves=31
num_cat=0
split_feature=9 156 128 15 1348 14 484 3 15 3 156 3 124 1213 39 13 454 43 0 49 16 160 48 1 13 2 4 1375 0 2
split_gain=0.707058 0.672556 0.672849 0.689884 0.763667 0.740855 0.695142 0.870769 0.723327 0.843331 0.728921 0.643583 0.806276 0.724422 0.594975 1.00844 0.670919 0.632454 0.594407 0.794534 1.11825 0.787485 0.752172 0.719088 0.691421 0.660546 0.907733 0.664908 0.585536 0.70945
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.086435000000000012 -0.26361999999999991 0.090050000000000005 0.077685000000000018 -0.0043499999999999988 0.10223 -0.19153499999999998 0.30601500000000009 0.10477500000000002 -0.11266 -0.048219999999999992 -1.0000000180025095e-35 0.16168500000000002 0.16421000000000002 -1.0000000180025095e-35 -0.17307499999999998 -0.10071499999999999 -0.085974999999999982 -0.033174999999999989 -1.0000000180025095e-35 0.092755000000000018 0.10113500000000002 -0.14258499999999999 0.086545000000000025 0.00096500000000000015 -0.43271999999999994 -0.089879999999999974 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -8 10 11 -10 -13 -14 15 16 -15 -18 19 23 25 24 28 -19 -20 -21 -27 -28 -23 -30
right_child=1 2 -4 4 -6 -7 8 -9 9 -11 -12 12 13 14 -16 -17 17 18 21 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0029375963892538785 -0.0032133012034998077 0.0014783310012226869 -0.0019899067005604994 -0.0031395314775602813 0.0028875903897071734 -0.002868324849148023 -0.0023477402419033087 0.0010972656808562291 0.00099156779197754003 0.0032505043240654069 -0.0032415362026550422 0.0016928897581505132 -0.0031958897419653693 -0.0033694844574613195 0.0029741043740880886 -0.0034426843177328644 0.0024646739567257357 -0.0033920372071928051 0.0035430912496794203 -0.0010291323464893057 0.0033487915713172364 -0.0032767099536827743 0.0017266650555741571 0.00062367154752815466 -0.0032219760551789986 0.0039608106893997876 -0.0018247961567631906 0.0012607911931283833 0.00046218603432748742 -0.00153496212286431
leaf_weight=0.71850600501056661 0.75777567800832812 2.6068290747934943 2.0100298714241935 1.6458709161379368 0.78902772720903058 1.0814780560322095 1.3788064745021902 0.69906830880790938 5.4605093053541962 0.78953137085772951 0.7194838323048306 2.093526198295879 0.87991474504816025 0.65516818105244823 0.56257773051038285 1.0113594820722926 0.929005681071433 0.98046168615110108 0.16806165874004353 2.5610791484359643 1.4171361697372109 0.81837145274039613 1.4987939607817669 0.83529711002483964 1.6839563843677883 0.84770950465463091 1.0440734177827828 2.1840246571227917 3.9867348904372042 3.2786949798464775
leaf_count=121 197 227 256 450 47 106 89 25 172 66 156 128 451 39 23 47 23 37 2 40 33 50 49 20 384 13 8 86 340 225
internal_value=0 -0.000242219 -0.000191758 -0.000106927 -0.00021024 -0.000272577 -0.000198953 -0.00187647 -8.90255e-05 1.49292e-06 -7.4816e-05 -5.55615e-06 -0.000204011 -0.000360713 -0.000258732 -0.00033483 -0.000197505 -0.000104034 -0.000216046 0.000355751 0.000784204 -0.000709593 -0.000342674 -0.0015447 -0.00260808 0.000236603 0.00103194 0.00026281 -0.000726345 -0.000439074
internal_weight=0 45.3744 44.6166 42.6066 39.9997 39.2107 38.1292 2.34494 35.7843 34.4055 33.6159 32.8965 27.4359 25.3424 24.4625 23.8999 22.8886 22.2334 21.3044 9.86978 8.05402 11.4346 9.5826 1.81576 1.85202 6.63689 4.07581 3.2281 8.0838 7.26543
internal_count=3910 3789 3592 3336 3109 3062 2956 475 2481 2392 2326 2170 1998 1870 1419 1396 1349 1310 1287 237 180 1050 664 57 386 147 107 94 615 565
is_linear=0
shrinkage=0.00318037


Tree=278
num_leaves=31
num_cat=0
split_feature=1 47 484 3 0 376 11 49 16 48 13 156 50 15 48 52 128 151 43 48 403 403 15 42 160 4 133 2 3 133
split_gain=4.31613 1.87136 1.82118 1.42695 1.8263 1.90211 1.75192 1.60937 1.37794 1.46302 1.37009 1.28464 1.30929 1.27409 1.23222 1.30518 1.30948 1.27629 1.20346 1.45583 1.27785 1.24477 1.22892 1.14358 1.16898 1.04213 1.00652 1.46495 0.959732 0.915095
threshold=0.10420500000000001 0.084155000000000021 -0.0043499999999999988 -0.11266 -0.10071499999999999 0.048695000000000009 0.08184000000000001 -0.088329999999999978 -0.094359999999999986 0.087945000000000009 -0.14819499999999997 0.11896500000000002 0.11843500000000001 0.079360000000000014 -0.088799999999999976 -0.24456499999999998 0.084155000000000021 -0.40391999999999995 -0.078454999999999983 0.086870000000000017 0.086810000000000012 0.09389500000000002 0.035895000000000003 0.084685000000000024 0.085545000000000024 -0.17479499999999998 -1.0000000180025095e-35 0.086545000000000025 0.10223 0.024320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 28 6 7 10 13 -5 9 26 -6 12 14 29 -2 -16 17 -17 19 22 -20 -22 -12 -21 -25 -15 -9 -28 -1 -4
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 18 -13 -14 25 15 16 -18 -19 20 23 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0020917399510963592 -0.00088618213050289496 -0.00031580170712060187 0.001452811783041058 -0.0016647589516835561 0.0004606549711864422 0.000989407024581823 -0.0016251686727669519 -0.0014416513351318534 0.00087733842023555943 -0.0019467479422329019 -0.0017851680544811995 -0.0014114193313445737 -0.0012392293481847201 0.0016891554242283492 -0.00060952656494218016 -0.0013468226739026068 -0.00092417135074950409 0.0017923350097964401 -0.0019631890701073238 -0.0017759764211880214 0.0011025946212360447 -0.0014514824946404183 -0.00019844692304381666 -0.00018528085505617174 0.0027422100623019567 -0.0021240537715217184 -0.00081618451155967382 0.0016832850012162787 0.00063293949895515313 -0.00032238742589930908
leaf_weight=4.4008544208481899 1.204935869202022 9.9346786173991841 4.8766262186691147 2.2536492869257918 2.2067005708813694 1.9760440648533393 1.7320851867552844 1.270398011431096 6.3418464139103845 1.9042787286452947 5.0137719926424342 1.0269914628006507 1.071037271991371 0.40793726220726956 1.3943915707059247 0.56075412034988481 0.88199208583682853 11.09711604379117 10.407265398185706 0.68971441127359812 1.2290440164506429 2.1837638141587377 3.3597442049067467 1.1782155702821913 1.0751216690987346 1.070512239821255 1.6650448124855768 2.303295508492738 0.60618093609809864 1.5859895995818076
leaf_count=506 24 234 69 51 24 45 88 61 114 30 326 45 28 4 36 11 20 482 1063 45 16 171 212 36 9 58 17 41 14 30
internal_value=0 0.00038597 -0.000589955 -0.000482743 -0.000634625 -0.000934075 0.000224728 -7.6776e-05 0.000188615 -0.000422861 -0.00107308 0.000790436 0.000929933 0.000628223 0.00108339 0.00125371 0.00146089 0.00164134 -0.00120773 -0.00071684 -0.00160969 -0.000531691 -0.00114852 0.000511371 0.0012115 -0.0010719 0.000131071 0.000634552 -0.00176187 0.00101716
internal_weight=0 27.1719 59.7381 54.731 45.0579 29.3194 9.67315 15.7385 13.4849 7.14302 27.3433 17.2372 16.2102 7.94107 15.1392 13.9343 12.5399 11.6579 25.1366 11.3166 13.8201 3.41281 8.37352 2.94305 2.25334 1.47845 5.23874 3.96834 5.00704 6.46262
internal_count=3910 880 3030 2510 2261 1947 249 314 263 149 1902 646 601 161 573 549 513 493 1878 628 1250 187 538 90 45 62 119 58 520 99
is_linear=0
shrinkage=0.00203011


Tree=279
num_leaves=31
num_cat=0
split_feature=160 1 484 403 14 3 2 4 3 128 123 0 15 1 52 51 52 0 3 150 403 124 12 122 48 50 2 48 1 15
split_gain=0.695435 0.680733 0.752207 0.586807 0.585142 0.57668 0.80024 0.612773 0.58508 0.578953 0.579904 0.591051 0.708413 0.832447 0.692398 0.668998 0.54184 0.692315 0.538447 0.534377 0.59134 0.503142 0.683792 0.676889 0.661983 0.726364 0.664514 1.17265 0.635666 0.596538
threshold=-0.40446999999999994 0.10420500000000001 -0.0043499999999999988 0.092300000000000007 0.077685000000000018 -0.11266 0.11462500000000002 -0.48072499999999996 -0.16059999999999997 0.086435000000000012 1.0000000180025095e-35 -0.23029999999999998 0.088190000000000004 0.090475000000000014 0.091715000000000005 0.089355000000000004 -0.42985499999999993 -1.0000000180025095e-35 0.10223 0.09202500000000001 0.088015000000000024 -0.50873999999999986 -0.083349999999999994 0.09197000000000001 0.12738500000000003 0.11515000000000002 0.090310000000000015 -0.086624999999999994 0.13429500000000003 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 -1 5 7 9 -4 -9 10 11 15 19 14 -14 -7 -3 21 -2 20 -13 -18 -23 24 25 26 29 -28 -26 -24
right_child=1 16 4 -5 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0034796553100202633 -0.0036625101674129528 -0.0036265424771712643 -0.0015986709153694553 0.0024773436089006204 -0.0036796323103187338 0.0029413238748303705 -0.0032486270726651621 0.0035558633672878675 0.00057054177484410938 -0.0036316799821889791 0.0021251775240943146 -0.00057727523116100031 0.0024997754089192354 -0.0036666905583036418 -0.0014537206374767176 -0.00057225037355684676 -0.0037475337109822266 0.0034514512060097899 0.0017501847250102373 -0.0037141956018092457 -0.003692382936491712 0.002869346641387219 -0.0029047903677892556 -0.0039181368383085112 -0.0027324255123682504 -0.0030101058299142865 -0.0027052543460969773 0.0028482258661151022 0.0015190599461241826 0.00075033807247431152
leaf_weight=1.3414378171437409 1.4093431648798311 0.39371207793010299 0.98657908046152432 0.25241238670423616 0.64103188959415902 1.3913717083633081 1.2449411306879472 1.2699571374105292 2.5108696694951567 0.64632039587013324 1.3055314819794137 11.214571674761826 2.2743885094532743 0.45941181067610148 0.7590201906277797 1.3933405068237332 0.36353521817363343 1.0388429057784367 0.28362267254851747 0.86310698848683465 0.84161168150603849 1.4216264975257189 0.71844453597441349 0.48370018694549877 1.4276358662173145 0.577708295197226 0.56308995932340078 3.6857128420379066 0.660966564901173 2.8456757924286666
leaf_count=291 504 83 42 14 69 23 145 39 89 163 91 861 178 112 167 21 8 123 14 112 117 181 22 9 47 35 19 216 28 87
internal_value=0 -0.000125892 -0.000436161 -0.00253627 -0.000294915 -0.000215032 -0.000456006 0.000916879 0.00157329 -0.000291615 -0.000186322 -0.000343522 -0.000602583 0.000829569 0.00151053 0.00118329 0.000519453 0.00063785 -0.00275572 -0.000989775 -0.000794733 0.000408569 0.000530567 0.000227284 0.000418628 0.000868083 0.00115485 0.00211223 -0.00138699 1.35484e-05
internal_weight=0 43.6757 29.495 1.59385 27.8021 27.161 22.3936 4.76741 3.78083 21.1487 20.5024 19.1968 16.4121 3.49282 3.03341 2.78471 14.1807 13.7869 1.69297 12.9193 12.0562 12.7481 12.3846 10.9629 10.4792 8.39063 7.81292 4.2488 2.0886 3.56412
internal_count=3910 3605 2747 305 2229 2160 1990 170 128 1845 1682 1591 1547 457 345 44 858 775 518 1090 978 652 644 463 454 379 344 235 75 109
is_linear=0
shrinkage=0.00358424


Tree=280
num_leaves=31
num_cat=0
split_feature=4 12 151 13 49 50 160 41 52 151 132 133 123 160 1 38 13 15 0 43 394 49 1186 43 42 4 453 52 52 43
split_gain=2.82674 1.88661 1.40763 1.34235 1.69391 1.28997 1.19942 1.11794 1.00811 0.959085 0.944288 0.949618 0.970242 0.773142 0.755886 0.755831 1.00805 1.1451 0.75267 1.06359 1.05655 0.934049 0.827527 1.39892 0.811619 0.725783 0.666917 0.662835 0.64935 1.40387
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 -0.081629999999999994 0.14390500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.11588000000000002 -0.086769999999999986 0.080815000000000012 -1.0000000180025095e-35 0.087570000000000023 -0.23073999999999997 0.088385000000000005 1.0000000180025095e-35 -0.094129999999999978 0.085950000000000013 -0.077944999999999987 -0.074254999999999988 -0.41990499999999992 -0.0094199999999999978 0.085080000000000003 0.0016850000000000001 -0.09602999999999999 -0.44477499999999992 1.0000000180025095e-35 -0.42985499999999993 -0.088779999999999984 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 7 6 26 -5 8 -3 14 11 -11 13 -13 -1 16 -15 25 22 24 -21 -22 -6 -24 -20 -18 -4 -26 -29 -30
right_child=2 3 5 4 18 -7 -8 -9 -10 10 -12 12 -14 15 -16 -17 17 -19 19 20 21 -23 23 -25 27 -27 -28 28 29 -31
leaf_value=-0.00093272542477394348 -0.0018179301689007221 0.00062312417452761422 0.0014608315542024063 -0.0021431426514707326 -0.0016889376573779485 -0.0022264558346162173 0.00074013419524794068 -0.0021367760282738524 -0.0016490912104798437 -0.0015251451372778121 0.0012496651393284161 -0.0021992408086073953 0.0016209047868373178 0.0016815918722465008 0.0016287727753950586 -0.0017735775861652658 -0.0014296696995868591 -0.0021267751567964244 -0.0021656731102978975 0.0029764597942813758 0.0023796299782306725 -0.0019914960745743841 -0.0021361089933855599 0.00232770956273448 -0.0020822802233569472 0.00016414586675193187 -0.0012282706819936404 0.0017320252070689036 0.0010985725410098284 -0.0021267510786771699
leaf_weight=0.61286279419437351 0.76190368179231782 6.0560903295408925 7.2688659471459669 0.74189987033605564 10.988509646849709 0.4638792760670184 3.5579805343877551 0.8948162926826625 0.96290317852981377 2.1908903466537692 1.9821122847497452 0.80003032926471007 1.3114493479952205 1.3705066312104559 2.4488465683534741 1.1052486686967302 1.3529691877775007 1.1689518205821503 0.6821610708720981 0.21274295449256886 0.22047854959964786 3.6769275899277982 0.59143045148812123 0.60359159111976624 0.45872175553813566 11.981492920080171 0.41481302864849556 1.2882966736797246 1.5810245522297921 0.90170058968942601
leaf_count=16 20 153 388 41 1529 9 69 70 47 75 59 35 54 52 77 33 69 41 65 1 2 505 45 5 64 214 9 27 35 101
internal_value=0 -0.000382249 0.000863261 -0.000707581 -0.000937861 0.00111399 0.000242655 3.45926e-05 0.000311409 3.07503e-05 -0.000112083 -0.000238913 -9.13023e-05 -0.0002176 0.00111604 -0.000124228 -9.3897e-06 -0.00016918 -0.00117724 -0.000725632 -0.00149987 -0.00174422 -0.00151165 0.000118513 -7.77673e-05 2.43081e-06 0.00131566 0.000258964 0.000543762 -7.28323e-05
internal_weight=0 59.7446 8.90946 33.4193 25.5055 8.14756 4.29988 7.91381 7.01899 26.3254 23.2637 21.2815 19.0906 17.7792 3.06171 16.9792 15.8739 14.5034 21.2056 9.02205 4.11015 3.89741 12.1835 1.19502 4.9119 13.3345 7.68368 4.22974 3.77102 2.48273
internal_count=3910 3484 426 2759 2489 406 110 270 200 725 632 573 498 444 93 409 376 324 2379 800 508 507 1579 50 292 283 397 227 163 136
is_linear=0
shrinkage=0.00206275


Tree=281
num_leaves=31
num_cat=0
split_feature=1 484 3 376 0 11 49 13 52 0 474 0 47 2 48 48 14 0 43 403 130 48 15 15 4 160 42 2 52 130
split_gain=3.44905 1.78496 1.4422 1.89698 1.96484 1.50093 1.49214 1.40428 1.38906 1.43579 1.21231 1.5502 1.38021 1.18561 1.90521 1.34864 1.54953 1.30385 1.05876 1.24302 1.12666 1.09998 1.01702 0.992513 1.13936 0.967524 0.870898 0.885552 0.850534 0.8352
threshold=0.10420500000000001 -0.0043499999999999988 -0.11266 0.048695000000000009 -0.10071499999999999 0.08184000000000001 -0.088329999999999978 -0.14819499999999997 -0.42985499999999993 -0.017269999999999997 0.084655000000000022 -0.10209999999999998 0.085165000000000018 1.0000000180025095e-35 0.12738500000000003 -0.09386499999999999 -0.23083499999999998 -0.13506999999999997 -0.078454999999999983 0.086810000000000012 -0.076814999999999981 0.086870000000000017 0.035895000000000003 0.079360000000000014 -0.16401499999999997 0.085545000000000024 -1.0000000180025095e-35 0.089910000000000004 0.024145000000000003 0.12333000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 23 -4 -6 -2 13 11 12 26 -10 15 -15 17 -17 21 -20 -21 22 -9 -3 -25 -23 -8 -28 -16 -22
right_child=8 2 3 -5 7 -7 10 18 9 -11 -12 -13 -14 14 28 16 -18 -19 19 20 29 25 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0016811063704367307 -0.001954241743859966 0.0010021287790505286 -0.0017950318639486614 0.0008898812183443577 0.00052728685632940666 -0.0014779572722116131 -0.001953382653798227 -0.0016527760995433431 -0.00032501214872753014 0.0016936413979541012 0.0019649530134032054 0.0021877849380187837 -0.0021725981351708203 -0.0015243414904659001 -0.0011824794627889297 -0.0011496303761749584 0.0017523027638808185 0.0014071235962937192 -0.0018337199471832879 0.001912733152030145 -0.0014098077734057979 -0.00066808532971270496 -0.00019777933559853662 0.0016996828953373521 -0.0019966758671285598 0.0016020032983533271 -0.00050750732153364447 0.00083803931248891241 0.00081189998458607829 0.0023376646216390698
leaf_weight=4.1313298442400983 0.89678983413614588 6.1084554689005 1.5755520965903986 3.2099848617799571 2.1068789744749621 1.4214684173930434 0.74834764190017811 4.1970599268097413 7.3657849556766548 3.0928509724326387 1.2621964626014222 1.0436556646600337 1.2218826315365729 0.69628178235143678 2.5185248358175154 1.5238343775272372 6.6078760633244986 1.4095698921009967 9.2418115679174786 0.61168428231030736 2.0595766196493055 1.4963268202263864 3.0418143444694579 0.45444436557590961 0.93807748565450289 1.2778884307481346 3.3304049982689321 3.8965085214003921 1.1405123034492133 0.2442213026806711
leaf_count=520 83 99 45 81 24 88 54 326 213 152 18 18 27 16 60 19 246 69 1063 10 173 69 212 5 57 21 51 65 22 4
internal_value=0 -0.000471176 -0.00037017 -0.00052357 -0.000645028 0.000327261 -4.63325e-05 -0.000967555 0.000387643 0.000473874 0.000193185 -2.51887e-05 -0.000276308 0.000296445 0.000625844 0.00104998 0.00123784 7.89502e-05 -0.00110961 -0.00148961 -0.000398806 -0.000648242 -0.00104138 0.000669357 -0.000790383 0.000377587 1.42206e-05 0.000217966 -0.000560837 -0.00101255
internal_weight=0 53.6196 49.4882 40.5658 37.3558 8.92245 13.0785 24.2773 25.252 24.3552 11.503 10.2408 9.19714 21.2624 13.8966 10.2376 9.54128 2.9334 22.1704 12.1573 2.91548 10.0131 7.23887 7.50098 1.39252 2.77422 7.97526 7.22691 3.65904 2.3038
internal_count=3910 3030 2510 2261 2180 249 278 1902 880 797 233 215 197 645 432 350 334 88 1878 1250 187 628 538 161 62 90 170 116 82 177
is_linear=0
shrinkage=0.00191603


Tree=282
num_leaves=31
num_cat=0
split_feature=4 150 147 15 484 403 14 484 1 11 151 15 52 47 403 133 52 159 1375 4 151 15 1212 9 15 3 1 3 123 3
split_gain=0.661008 0.678299 0.938528 0.968663 0.858879 0.860927 0.704594 0.675685 0.650673 0.839177 0.755316 0.867859 0.691534 0.777087 0.819651 0.804091 1.00291 0.650269 0.662475 0.597205 0.796226 0.653633 0.573682 0.570648 0.627666 0.557721 0.53968 0.611071 0.53952 0.459377
threshold=0.51224500000000017 0.082085000000000019 0.088505000000000014 -0.074174999999999977 -0.0043499999999999988 -1.0000000180025095e-35 0.077685000000000018 0.073820000000000011 0.12811000000000003 0.088315000000000018 0.13635000000000003 0.10043500000000001 0.11588000000000002 0.11896000000000002 0.10150000000000002 -0.10870499999999998 -0.42035499999999998 0.099650000000000016 -0.029589999999999995 0.015635000000000003 0.056555000000000001 -0.096369999999999983 -0.5172699999999999 0.084755000000000011 -0.099824999999999983 -0.15002999999999997 0.093720000000000012 -0.082574999999999982 0.08363000000000001 -0.15002999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 19 -1 7 8 -6 9 10 11 12 13 14 15 25 -17 18 -18 20 21 -3 -16 -20 -25 -7 27 -23 -5 -14
right_child=-2 2 -4 28 5 6 -8 -9 -10 -11 -12 -13 29 -15 22 16 17 -19 23 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023967431854346115 0.002675496196314707 0.0039465080032683357 0.0034389262386682216 -0.0019979626582095297 -0.0032673094882590382 0.0036339084204831122 -0.0033097403263957891 0.00068467618173214512 0.0013776720074303 -0.0030860845557733525 0.003481503682800285 -0.0024043922248337363 0.0025450745603643236 -0.0028618831149679748 0.0020724392974602671 -0.0033944634106708635 -0.0025141584684964741 -0.0013430064600655678 0.0014123209796612095 0.0032214304875759253 -0.0029472358641502226 0.0023328850485502227 -0.0035046644713186224 0.001607708976608685 -0.0034418725281610343 -0.003448237301757643 0.0024123884831312296 -0.0016279514949800525 0.0026370633681418137 -0.0021537445030017153
leaf_weight=2.4364528284058897 0.89039776369463552 0.70391305396333193 1.1167757967486966 2.4709759587422009 1.8436075255158351 0.1474920678883791 0.78582456248113786 0.66674368106760074 3.0916445094626388 1.1333139991038468 0.64002817636355658 1.8991611222736526 0.26219243649393353 0.90754132717847724 0.26540148549247533 0.6537450394826213 0.56191665097142518 1.3877712660469104 12.844685811141934 1.0684906570240853 0.67453855415806163 0.60492163861636106 0.97802653396502026 0.52115714270621538 0.59864524845033773 0.85785780154403457 1.0081153828650711 1.6254701614379894 0.32118436507880677 2.3122407354530869
leaf_count=573 168 19 90 177 766 3 67 51 155 79 17 180 8 57 29 175 16 105 399 26 22 16 167 5 38 150 85 46 21 200
internal_value=0 -0.000252116 0.000539858 0.000157957 -0.000470492 -0.000325456 -0.000166316 -0.00221767 -8.13212e-05 -0.000255002 -0.000125824 -0.000221237 -3.52991e-05 0.000178742 0.000325393 0.000512167 0.00068944 0.000857204 0.0010674 0.0009549 0.000430363 0.00100826 -0.00231427 0.00121152 -0.00109179 -0.00240924 0.000369612 -0.000553703 -0.00146479 -0.00167519
internal_weight=0 44.3898 9.59439 8.47761 34.7954 32.359 29.8486 2.51035 29.0628 25.9712 24.8379 24.1978 22.2987 19.7242 18.8167 17.5733 16.5679 15.9142 14.5264 5.68545 4.61696 3.94242 1.24343 13.9645 1.1198 1.00535 3.23851 2.23039 2.79216 2.57443
internal_count=3910 3742 502 412 3240 2667 1850 817 1783 1628 1549 1532 1352 1144 1087 891 738 563 458 214 188 166 196 442 43 153 147 62 198 208
is_linear=0
shrinkage=0.00336426


Tree=283
num_leaves=31
num_cat=0
split_feature=4 12 151 0 132 376 133 1 160 403 0 12 16 16 42 158 52 52 4 0 402 48 4 15 12 2 151 43 1 150
split_gain=3.51462 2.37145 1.82586 1.40884 1.30686 1.28254 1.27051 1.17903 1.05782 1.1437 1.11238 1.10817 1.20393 1.40572 0.968297 1.22605 1.32407 1.14281 0.962779 0.922788 0.865701 0.861328 1.38888 0.965929 0.898568 1.18022 0.766116 0.846723 0.766031 1.30359
threshold=0.27020000000000005 0.051320000000000005 -0.27336999999999995 -0.06402999999999999 0.080815000000000012 0.048375000000000008 -0.069944999999999993 0.13026000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.12329499999999999 0.11655500000000001 -0.17157499999999998 -0.30307999999999996 -1.0000000180025095e-35 0.093260000000000023 -0.51745999999999992 0.11401500000000002 -0.44477499999999992 -0.017269999999999997 -0.50199999999999989 0.08346000000000002 -0.076329999999999995 -0.10981499999999998 0.089995000000000006 0.088210000000000025 -0.095804999999999987 -0.14839499999999997 0.11774500000000002 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 5 6 -1 8 10 -10 -3 12 13 -11 -5 16 -16 -18 -8 26 -14 22 24 -23 25 -22 -20 -28 29 -4
right_child=2 3 28 14 -6 -7 18 -9 9 11 -12 -13 20 -15 15 -17 17 -19 19 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015797218357916794 -0.0013739892835043976 0.00042899537926517617 -8.0757186052207098e-06 -0.0012942314224738921 0.0010030308754068052 0.00069525070662645007 -0.0011240518969401229 0.0016205362233510474 -0.0013427747457960106 -0.00047561849494666479 -0.0014714437347125746 -0.00168179255146758 0.0022664214683675303 0.0012932134869304008 -0.0014817308244047475 -0.0015887761937357946 0.00079627605172772459 -0.00069345954022369358 0.00091677160454444232 0.0013242268045055149 -0.00042670344607181968 -0.0015689409917842704 -0.0014943043977941556 0.00044445497992447143 -0.0014902362455480038 0.0015277829649843169 -0.0014984127235599066 -0.00011241673075478421 0.0012640601332458824 0.0015364294457323655
leaf_weight=1.382211164804185 0.91952996049076219 0.74163924856111396 4.0724163320846838 1.2016621585935343 2.6001202519983044 3.8274177233688524 1.892503079725439 0.45610339380800624 3.5737099347170505 1.9684332157485189 5.8951612641103592 1.400819420814513 0.22889241576195907 1.8776003583334464 0.8074798381421705 0.82252855412662018 5.4995578320231315 1.3771899198181925 1.4324572691694051 1.0187249016016533 2.9003714078571714 0.63611232466064427 3.8847728294785808 2.5635230764746657 1.0889443755149839 0.85580531088635314 1.0061062322929633 14.973628871608511 4.0946708582341671 1.6393085457384584
leaf_count=50 20 34 119 67 64 137 85 9 655 36 761 48 1 17 115 31 121 43 27 23 167 48 399 60 99 18 33 290 269 64
internal_value=0 -0.000306194 0.000596525 -0.000545574 1.52718e-05 -8.53151e-05 -0.000222955 -0.000711658 -0.000750177 -0.000589184 -0.00125908 -0.000434454 -0.000325278 0.00038791 -6.53422e-05 0.00010825 0.000289902 0.00049793 -0.00013068 -2.86795e-05 -0.000550879 -0.000604934 -0.000842843 4.41763e-05 -0.000320508 1.86057e-05 -0.000107833 -0.000199681 0.000781297 0.000435209
internal_weight=0 65.9135 10.7259 37.7803 28.1332 25.533 21.7056 28.0719 27.6158 20.979 6.6368 17.4053 16.0045 3.84603 9.70842 8.50676 7.68423 6.87675 20.3234 18.4309 12.1584 11.9295 8.72989 3.19964 4.84512 3.75618 17.4122 15.9797 9.8064 5.71172
internal_count=3910 3438 472 2729 709 645 508 2352 2343 1548 795 893 845 53 377 310 279 164 458 373 792 791 683 108 284 185 350 323 452 183
is_linear=0
shrinkage=0.00146249


Tree=284
num_leaves=31
num_cat=0
split_feature=1 50 128 50 401 51 41 131 43 39 0 43 48 2 48 14 0 51 158 13 13 3 403 16 4 0 50 33 2 52
split_gain=0.675622 0.722391 0.694412 0.636196 0.621949 0.575605 0.550532 0.57897 0.815618 0.629882 0.546835 0.616267 0.542913 0.589407 0.974887 1.16346 0.70622 0.558292 0.504618 0.577015 0.675679 0.595738 0.574769 0.527681 0.702939 0.55728 0.515609 0.540782 0.559512 0.517879
threshold=0.10386500000000001 0.10119500000000002 0.086435000000000012 0.10030500000000002 0.083100000000000021 -0.10748999999999999 0.083565000000000014 0.08518000000000002 -0.17307499999999998 0.005105000000000001 -0.017269999999999997 -0.27619499999999997 0.12862000000000004 0.10457000000000001 -0.086624999999999994 -0.23083499999999998 -0.13506999999999997 0.12900500000000004 0.084965000000000027 -0.097529999999999992 -0.084084999999999979 -0.10140999999999999 0.10150000000000002 0.23932500000000004 -0.23071499999999998 -1.0000000180025095e-35 0.081160000000000024 -0.007134999999999999 0.11260500000000001 -0.11051499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 18 11 -2 13 -13 -15 16 -16 -14 19 -7 21 -21 23 24 -22 26 27 -26 29 -29
right_child=10 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 17 14 15 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0026631038701014163 -0.0033411298124779417 -0.0031887556296967441 -0.003635666981392244 0.0044979354484566726 -0.0032291062605333712 0.0013363820011026899 -0.0031278352955406079 0.003669120723246226 -0.0028745987527683389 0.0023780330568040011 0.0024087547869731185 -0.00023107800328036715 -0.0031398065483314681 -0.0028888459802090781 -0.002261076717325975 0.0033751402828024932 0.0024340323655560325 0.00046753213379946315 -0.0026906450653834909 0.0042834663263593489 -0.002670228397569939 -0.0036253301740984322 -0.0037936422555288969 0.002460181533851317 -0.0038551908593397709 0.0039365950140015727 -0.0040137496242811845 -0.0037657956944271032 -0.0037220080646692298 0.00060518163316299143
leaf_weight=1.2147962782182897 0.60248393611982365 1.2320206763688464 0.82067934359656547 0.35062349424697359 0.93274871824541961 3.7648610471515225 0.76720009301789005 0.2859603406395762 1.6701058864127833 1.4705615892307822 1.6088992188451801 4.4490866004489344 1.0412103380076581 0.57069999072700461 0.99348813015967607 3.0747519778087806 0.69999644823837559 1.1655610618181524 0.88542097667232056 0.13721683621406544 1.2223344537196901 1.1071022140095284 0.49836773873539719 1.1363017364637933 0.41528733447196664 0.48497694591052187 0.39250917034223753 0.3592740135500393 0.42577919911127615 10.563235473644424
leaf_count=212 16 368 198 4 251 96 71 6 315 83 203 254 39 21 19 235 65 43 168 1 27 319 62 77 13 15 56 29 41 603
internal_value=0 -0.000503855 -0.000389418 -0.000294557 -0.000355146 -0.000255125 -0.000140799 -4.84654e-05 -0.00191796 0.00011148 0.000443232 0.0001922 0.000369674 0.000731346 0.00153336 0.00206265 -0.000320368 -0.0012345 -4.43263e-05 6.99311e-05 -0.000214856 -0.00275319 -1.10562e-05 0.000114621 -7.7631e-05 0.000173062 2.29123e-05 0.000157602 0.000304449 0.000461407
internal_weight=0 30.1374 28.9053 28.0847 27.734 26.8013 25.5865 24.8193 1.95607 22.8632 14.2062 12.5973 11.9948 9.78802 5.33894 4.76824 1.69348 2.20677 21.3927 20.5072 16.7424 1.24432 15.4981 14.9997 13.8634 12.6411 12.1561 11.7636 11.3483 10.9225
internal_count=3910 3015 2647 2449 2445 2194 1982 1911 321 1590 895 692 676 594 340 319 84 82 1507 1339 1243 320 923 861 784 757 742 686 673 632
is_linear=0
shrinkage=0.00358026


Tree=285
num_leaves=31
num_cat=0
split_feature=1 52 0 3 47 15 52 48 4 43 42 51 1186 43 4 1 0 13 1 11 16 16 12 1429 475 10 42 42 15 394
split_gain=3.1236 1.62045 1.47839 1.30316 1.29256 2.09756 1.70411 1.37828 1.25556 1.50138 1.48102 1.09755 1.05269 2.17471 1.08601 1.01395 1.01886 0.909633 0.841287 0.769013 0.768746 1.21629 0.757543 0.739437 0.737718 0.733697 0.920794 0.887304 1.0116 0.725736
threshold=0.094485000000000013 -0.42985499999999993 -0.060094999999999989 0.084925000000000014 0.093315000000000023 0.035895000000000003 0.12539500000000003 0.12862000000000004 -0.49837999999999999 -0.46376499999999993 0.092635000000000009 0.08955500000000001 0.085080000000000003 0.0016850000000000001 0.0066400000000000009 0.11026000000000001 -0.10303999999999998 -0.057284999999999996 0.13026000000000001 0.111225 -0.014099999999999998 0.070590000000000014 0.092475000000000016 -1.0000000180025095e-35 -0.081629999999999994 -0.013164999999999998 0.083725000000000008 0.08401500000000002 0.035895000000000003 -0.47621999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 6 7 19 9 -4 -10 -5 14 -14 29 -7 -17 18 22 23 25 -22 -6 -3 -25 -16 -27 -28 -29 -1
right_child=1 4 8 11 17 15 -8 -9 10 -11 -12 -13 13 -15 20 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0015267656509155441 -0.001975372089351344 -0.0011241963019467712 0.0013504434239339077 0.0004394469565387612 0.0007898023328680538 -0.0016051045717504872 -0.00053723298984830869 -0.00094334925840084153 0.00095099712448233316 -0.001622392159547255 -0.0016920431724497837 -0.0014195813465508263 -0.0020106845655284912 0.002352957656121308 0.0010693315945337874 0.0017263004715977169 -0.00072245719431586865 -0.00082842795187350598 0.0020013359292262085 -0.0010826140336655237 0.0018107190979328113 -0.0019816530391750108 -0.001276297643764492 -0.00047734739003877936 0.0017147279811218783 -0.0019027043755339256 0.0025682545687207873 -0.0016178816165935096 0.00096153098746270941 -0.0014026920764591223
leaf_weight=0.32497747382150066 1.2091725261416311 0.3907237318344422 0.85305024869740043 4.9687463021837166 1.5281244693323977 1.9772327514365304 2.4854941978119305 1.0245221629738797 5.5630867036525142 2.5711432863026857 0.93350287061184634 1.577610360458493 0.75538198905996878 1.0016167312860487 0.71138522401452053 1.0449097678065302 1.6558893253095446 5.1406358969397825 0.95789602585136879 0.45137999206781465 1.1308950872626145 0.44408106128685165 1.1903047226369379 0.61269535170867939 10.481965503189715 2.4540073440875858 0.36022233963012729 1.5973290354013445 0.89419388025999058 16.935085402335972
leaf_count=10 143 6 9 72 35 105 71 12 122 90 75 31 57 11 7 18 52 120 27 8 17 71 46 18 526 123 2 119 18 1889
internal_value=0 0.000226958 -0.000587917 -0.000784691 0.00031897 0.000590585 0.000935571 0.001218 6.97068e-05 -0.000881786 0.000571215 -8.56137e-06 -0.000975633 0.000476908 -0.00107832 -0.000548553 0.00022494 -0.000300993 0.000436524 0.00140351 -0.000466297 0.00074142 -0.00011487 0.00150121 0.00159367 -0.000782414 -0.00103069 -0.000280303 -0.000692145 -0.00134754
internal_weight=0 30.1509 43.0763 33.1555 28.9418 20.1248 15.4468 12.9613 9.92078 3.42419 6.49659 6.54636 26.6092 1.757 24.8522 4.67803 2.7008 8.81696 3.67633 11.9368 7.59211 1.57498 2.71843 11.4854 11.0947 6.01714 5.30575 2.85175 2.49152 17.2601
internal_count=3910 1187 2723 2427 1044 816 641 570 296 99 197 103 2324 68 2256 175 70 228 108 558 357 88 81 550 544 269 262 139 137 1899
is_linear=0
shrinkage=0.00194177


Tree=286
num_leaves=31
num_cat=0
split_feature=4 11 453 474 1211 1456 480 1213 31 2 1375 133 1365 39 0 43 43 47 16 47 43 0 4 1 15 15 51 11 1374 1
split_gain=0.651302 0.770057 0.675965 0.726154 0.646701 0.666894 0.624177 0.615805 0.548336 0.554364 0.674353 0.557358 0.507462 0.502891 0.546892 0.565803 0.672598 0.714945 0.893465 0.879384 0.855024 0.749578 0.648816 0.534276 0.567632 0.533986 0.522911 0.4843 0.48319 0.543885
threshold=0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -0.082704999999999987 -1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.19121000000000002 0.085225000000000009 0.16168500000000002 -0.10575999999999998 -0.24333999999999997 -0.17307499999999998 0.09550500000000002 -0.083564999999999987 0.096300000000000011 0.0033500000000000005 -0.084304999999999977 -0.14301 1.0000000180025095e-35 -0.0063699999999999989 -0.064869999999999983 0.12527000000000002 0.088315000000000018 0.098580000000000015 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 -7 -9 10 -10 12 28 14 23 -16 -17 18 20 -19 21 26 -20 -12 -25 -21 -18 -5 29 -11
right_child=2 -3 -4 27 -6 6 -8 8 9 11 13 -13 -14 -15 15 16 17 19 22 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021179907595386361 -0.0040227894829051696 -0.0024946264787277014 -0.0021809965140194955 0.0018687332870612227 -0.0030581867853268527 -0.0030311176611143714 -0.003046566666073365 0.0031997864553797604 -0.0032070304135827076 1.3740715288838702e-05 -0.0016582056718228385 -0.0031070130601985862 -0.0029798917170341041 0.0035790889765787586 -0.0032810013746030903 0.0031298607217673689 -0.0030429651521590652 0.0062354846552329169 0.0012031403664648965 -0.0030544197667268388 -0.0031828207673770168 0.0032902414220625197 -0.0029058393081821156 -0.00013196804760129172 0.0027669251600275736 0.0015941657975701083 0.0033257860543844269 -0.00045795726877108687 -0.0030204421802292373 0.0010171867012585916
leaf_weight=1.5166201866231848 0.2353123677894472 1.4017304918379512 0.62261312222108234 3.8785767710069186 0.71333214995684002 0.60481250734301184 0.6295131416991343 0.48600814782548596 0.79980798909673367 10.533550629974355 0.73551433067768579 0.4309927363647138 0.40597094572149117 0.28713677916675884 0.8056201448198389 0.40735389711335113 0.40272114484105248 0.24968078732490517 0.39948435779660707 0.35069863731041551 0.48231452290201549 0.82519535761093443 2.6597766079939982 1.2676428286358719 1.1776241804473098 0.61498195480089635 0.16395514085888863 1.0215120115317402 0.36325012764427711 9.0990739625412953
leaf_count=357 4 160 23 403 219 265 237 58 40 757 15 160 33 3 35 8 103 1 21 51 34 28 386 28 32 34 2 42 21 350
internal_value=0 -0.000308052 0.000777297 0.00113596 -0.000223879 -0.000167244 -8.06936e-05 -2.50489e-05 3.01316e-05 -1.73227e-05 -0.000543145 0.000276207 0.000347678 -0.000346408 -0.000453323 -0.000903403 -0.000611245 -0.00085909 -0.0013679 0.00120629 0.000266668 0.00146199 -0.00236928 0.00058837 0.00126412 -9.40245e-05 -0.00120031 0.00138369 0.000415237 0.000478805
internal_weight=0 37.8144 5.75801 5.1354 36.4126 35.6993 34.1827 33.5532 32.9484 32.4623 11.6295 20.8328 20.4018 10.8297 10.5426 7.36178 6.55616 6.14881 4.93345 1.21536 1.87419 1.39187 3.05926 3.18078 2.44527 0.965681 0.566676 4.90009 19.9959 19.6326
internal_count=3910 3438 472 449 3278 3059 2702 2465 2200 2142 821 1321 1161 781 778 703 668 660 574 86 167 133 407 75 60 85 105 445 1128 1107
is_linear=0
shrinkage=0.00300634


Tree=287
num_leaves=31
num_cat=0
split_feature=12 16 43 3 13 38 160 160 52 484 160 0 150 39 14 52 52 15 133 133 15 1 16 49 47 0 1 151 150 12
split_gain=3.4461 2.15946 1.63408 1.39885 1.3972 1.3892 1.22217 1.48212 1.15757 1.13807 1.34787 1.27948 1.18498 1.1224 1.0116 0.989702 1.44806 1.50341 1.0022 0.873456 0.763736 0.759381 0.682749 0.659249 0.806994 1.08406 0.952378 0.804729 0.893916 0.632811
threshold=0.051320000000000005 -0.17157499999999998 -0.044024999999999988 0.30601500000000009 0.28269500000000009 0.13790500000000003 0.098455000000000015 -1.0000000180025095e-35 -0.072349999999999984 -1.0000000180025095e-35 0.083295000000000022 -0.077944999999999987 0.083205000000000015 -1.0000000180025095e-35 0.026890000000000004 -0.42985499999999993 0.11401500000000002 0.088615000000000013 -0.036599999999999987 0.089725000000000013 0.18599000000000002 0.099115000000000023 0.15737500000000001 -0.07107999999999999 0.07813500000000001 -0.10209999999999998 0.077800000000000022 0.056555000000000001 0.09833500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 8 14 -5 7 -2 -4 -3 11 20 19 -10 21 -13 17 -17 -18 -12 29 -1 -19 -15 26 -26 -25 28 -28 -11
right_child=1 9 3 5 -6 -7 -8 -9 13 10 12 15 -14 23 -16 16 18 22 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00071815183104178865 -0.0016423707270451738 -0.0019331809804778806 -0.00087358860729419411 0.0017010287725898775 -0.00069679842885537471 -0.0020670849694601912 -0.0020639643287657804 0.00059757086846207424 -0.0019151061056740201 -0.00032043287143832867 -0.0016847060771505689 -0.0019343949167898783 0.0015071651131970088 -0.00087032985783949907 -0.0015620461711182484 0.00073469294739902729 0.001386756125254912 -0.0019319158034574863 -0.0021309542741637043 0.00094515409935148193 0.0022070734745494318 0.0019041887024698779 0.00060825426226064671 -0.0011020139388102001 -0.0012157925995049783 0.00072706322957925991 0.00076461788540790074 -0.00041770754990388032 0.0024100980395112127 -0.0015547750367822569
leaf_weight=3.7793856272473914 1.2244610919151444 3.2762541915290084 6.8598129074089256 2.5362450098618861 1.7603574208915223 0.41220385581254948 0.85021500615403134 8.5163477854803169 0.97933854768053663 1.7501773724798155 1.1955554564483457 1.3770610471256066 1.6789647596888242 1.870531602762642 0.46357811335474242 5.2481035904493165 0.34970044367946718 1.3937134465668348 1.826790284598246 0.74158396339043964 0.21862409822642881 4.0559620102867484 0.529024546034634 0.99335744976996565 2.3394219493493438 1.8749615903943766 5.064785420894621 1.4377735378220675 1.5665531042031942 10.753965115174649
leaf_count=84 79 491 170 141 35 6 35 161 29 120 90 170 20 29 10 127 15 220 130 22 3 254 14 32 57 26 113 24 41 1162
internal_value=0 -0.00061514 0.000192381 -6.02326e-05 0.000843673 0.00117423 0.000124944 0.000316001 -0.000218576 -0.000873491 -0.000745206 -0.000912048 0.000336613 6.00467e-05 0.00117044 -0.000427684 -0.000205713 0.000207087 -0.00156576 -0.000677932 -0.00132033 0.0013321 -0.00123301 0.000187748 0.000336817 -0.000351424 0.000656875 0.000873405 0.00115334 -0.00138201
internal_weight=0 40.9305 35.9943 25.935 10.0593 2.94845 10.591 9.74081 22.9865 30.3395 27.0633 23.4472 3.6161 16.1267 8.29893 10.7244 9.34733 7.17084 2.17649 1.93714 12.7228 7.83535 1.92274 15.1474 13.2769 4.21438 9.06247 8.06911 6.63134 12.5041
internal_count=3910 2859 1051 668 383 147 275 240 521 2584 2093 1961 132 351 348 676 506 361 145 112 1285 338 234 322 293 83 210 178 154 1282
is_linear=0
shrinkage=0.00190369


Tree=288
num_leaves=31
num_cat=0
split_feature=4 12 15 151 3 49 50 41 3 147 0 128 0 47 9 3 11 151 1 0 130 130 51 474 12 48 15 15 42 4
split_gain=2.04968 1.57151 1.16066 1.14062 1.10239 1.27017 0.952499 0.857634 0.805416 0.76918 0.74492 0.879673 0.86097 0.714932 0.703398 0.708659 1.0123 0.786159 0.746538 1.02391 0.680375 0.80134 0.680352 1.13486 0.669746 0.636218 0.842585 0.867066 0.629161 0.602107
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 -0.27336999999999995 0.10666500000000002 -0.22390499999999999 0.14390500000000003 0.091290000000000024 -0.100615 0.088565000000000019 -0.060094999999999989 0.10828500000000001 0.10302000000000001 0.096475000000000019 -0.016839999999999997 -0.010319999999999998 0.080455000000000013 -0.095804999999999987 0.083065000000000014 -0.084074999999999997 -0.082634999999999986 -0.088449999999999987 0.11024000000000002 -1.0000000180025095e-35 0.08598500000000002 0.094275000000000012 -0.074174999999999977 -0.093099999999999974 0.15788000000000005 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 5 -3 13 9 10 14 11 24 -12 22 -1 16 18 -17 19 -16 21 28 23 -5 -7 -19 27 -27 -10 -21
right_child=3 4 -4 6 -6 8 -8 -9 20 -11 12 -13 -14 -15 15 17 -18 25 -20 29 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020932958037397781 -0.0016454633818796555 0.00067521209584322345 -0.0013338412966300676 -0.0026796944972075861 0.00060868976915222199 0.00039612212859115611 -0.0020466112101489528 -0.0019773623649104442 -0.0019762506456259652 0.0019036985932392595 0.0012451253863897003 0.0021116791198165876 -0.00080252314359140025 5.9697569297716649e-05 -0.0011827887644258205 0.0012896885580103812 -0.0020366386454108345 -0.00051080774175544554 0.0013724658872043551 -0.00030099197863261838 -0.0011881122486707529 0.0023432949344345789 -0.00027889441562712074 0.001977212766293499 -0.0018903320201473939 -0.00034255851442239571 -0.0006909153072792724 0.0022110420030980781 0.0011544964884889005 0.0016578145758622154
leaf_weight=0.65931435325184296 0.67071959283202875 2.1688376837410095 2.1301245421636841 0.20265488326549519 2.4875363437458864 0.62701782141812223 0.3661814909428357 0.68687035888433357 0.6124861263670025 0.94364472664892574 1.8261401709169214 0.30727986944839347 1.2996441250434143 1.7143041142262516 1.3733652845257895 1.2795330034569001 0.52179654967039812 10.983810657635308 3.5296924877911806 0.95180118456482921 15.894453686545587 0.44315791502596269 0.69429547619074572 4.2806034404784432 1.9373480988433582 0.80491429427638683 1.4594504758715618 1.2633613646030428 0.38752049766480923 1.4864027795847636
leaf_count=49 20 42 137 1 31 19 9 40 45 32 35 13 91 40 141 29 13 270 117 10 2053 4 16 340 164 24 32 30 15 48
internal_value=0 -0.000290797 3.06661e-05 0.000753742 -0.00061321 -0.000732389 0.000975454 0.000142699 -0.000863216 0.000200354 -0.00025581 -0.000962855 0.00039375 0.00113602 0.000134245 7.96397e-05 0.000551308 -0.000155224 0.000735252 0.000145162 -0.00107333 0.000190841 0.0014924 0.00176671 -0.00133127 -0.000282627 0.000427827 0.00121725 -0.00076303 0.000893156
internal_weight=0 56.0655 28.0741 7.92876 27.9914 25.5039 7.25804 25.944 23.335 25.2571 5.99743 2.87165 3.12578 6.89186 24.3134 23.6541 7.86306 15.7911 7.34126 3.81157 17.3376 1.44316 5.17755 4.48326 2.56437 14.5115 3.52773 2.06828 1.00001 2.4382
internal_count=3910 3484 972 426 2512 2481 406 835 2439 795 322 196 126 397 763 714 329 385 316 199 2117 64 357 341 183 356 86 54 60 58
is_linear=0
shrinkage=0.00192292


Tree=289
num_leaves=31
num_cat=0
split_feature=156 15 15 3 483 1425 51 2 401 156 158 1211 129 453 160 133 133 1374 1 14 51 12 2 475 47 4 16 51 4 1375
split_gain=0.642019 0.654843 0.677378 0.737109 0.74305 0.661233 0.832115 0.63341 0.605708 0.561957 0.577517 0.571295 0.557077 0.577752 0.537041 0.599097 0.573629 0.54846 0.548598 0.590171 0.530559 0.531147 0.598077 0.696764 0.538697 0.660078 0.556018 0.516768 0.69272 0.508136
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.088030000000000011 0.10625000000000001 0.11024000000000002 -0.13811499999999996 0.10072000000000002 0.10691500000000002 0.084965000000000027 0.082530000000000006 0.093990000000000004 0.089075000000000015 -0.40446999999999994 -0.031394999999999992 -0.26719999999999994 0.098580000000000015 0.10420500000000001 0.077685000000000018 -0.10748999999999999 0.10214500000000001 0.086545000000000025 -0.083559999999999982 0.09550500000000002 -0.0017649999999999999 -0.078844999999999985 0.08955500000000001 0.0057500000000000008 -0.44601999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 7 6 -2 -4 9 10 11 12 13 14 15 -9 -16 18 19 20 -18 22 23 -22 25 26 -25 29 -29 -24
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0029359492584144263 0.0024231706512337489 -0.0023883097271123511 0.0024013311039707695 0.0029671327207393405 -0.0023950659043039577 -0.0038408076683972901 -0.0011767275108173496 0.0025551230379412238 -0.002954146511472266 -0.0029531307491199926 -0.0015931760825934566 -0.0028372765533067968 -0.0024644641065587887 -0.0028008007996399875 -0.0023064017686220788 -0.002757547445083758 -0.0021969312100962686 -0.0029047312227291743 0.0010989237187696208 -0.0029963744145730165 0.0029636061406620416 -0.0014557093772862785 0.0042733953990513312 0.00055445745895831228 0.0025593675950083437 -0.0021088585257061634 -0.0022306097506708251 -0.0026341369325820012 0.0012185914880151474 0.00089902426825421464
leaf_weight=0.69223600323311885 2.1892462249379605 1.1750119138159778 0.82264241180381859 0.63310328172519703 1.2596254476229649 0.20789317041635502 0.72287917276844371 0.22142069658730179 0.65422006568405677 0.58645056159002606 2.0145431609125799 0.58504556951811437 0.72115940682124247 0.56228078238200296 0.72404554905370844 0.95220199658070359 0.74453539750540798 0.44088672671932627 6.618886455660685 0.49530430277809401 0.51580963266314928 1.3581069201463822 0.39150433242323401 2.8202662229305133 0.43566363211721171 2.0643568470259188 0.77296480198856476 0.81182670779526123 0.76921733375638723 10.708444815769299
leaf_count=197 283 99 49 66 245 3 22 16 175 149 300 192 123 32 100 181 109 26 261 40 24 96 2 279 29 75 159 53 10 515
internal_value=0 -0.000111783 -0.00021225 -0.000146154 -0.000197954 0.00117173 0.00152957 -0.000122732 -0.000180459 -0.000129076 -8.13867e-05 1.17102e-05 6.35884e-05 0.000121636 0.000174909 -0.00175524 0.000251252 0.000315225 0.000365025 0.000143095 0.000215783 0.000302781 0.000426587 -0.000282978 -0.00055781 -0.000797849 -4.46576e-05 0.000796397 -0.000759689 0.00101804
internal_weight=0 42.9795 39.8595 38.6845 38.0514 3.12002 2.91213 36.7918 35.9691 35.3149 34.7285 32.7139 32.1289 31.4077 30.8454 1.17362 29.6718 28.9478 28.5069 21.888 21.3927 20.6482 19.2901 6.60906 6.09325 5.65759 3.59323 12.681 1.58104 11.0999
internal_count=3910 3713 3405 3306 3240 308 305 2995 2946 2771 2622 2322 2130 2007 1975 197 1778 1678 1652 1391 1351 1242 1146 566 542 513 438 580 63 517
is_linear=0
shrinkage=0.0029092


Tree=290
num_leaves=31
num_cat=0
split_feature=39 3 51 1 483 0 158 1213 475 1365 1429 42 132 475 48 50 1 1 51 51 33 47 393 47 394 4 49 151 133 43
split_gain=0.624716 0.674434 0.666445 0.697516 0.613995 0.541908 0.517222 0.524711 0.651503 0.53415 0.549066 0.519258 0.625018 0.621031 0.632996 0.690596 0.706559 0.618779 0.607479 0.51746 0.506426 0.505572 0.504674 0.725856 0.654109 0.486854 0.485967 0.814451 0.758111 1.23338
threshold=0.005105000000000001 0.30601500000000009 -0.40274499999999996 0.088010000000000019 0.086680000000000021 0.024745000000000003 0.11015500000000002 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.080815000000000012 -0.084049999999999986 0.12675000000000003 0.10625000000000001 0.10398500000000001 1.0000000180025095e-35 0.14083500000000002 -0.09193999999999998 -0.007134999999999999 0.10887000000000001 0.085075000000000012 0.11566000000000001 -0.082514999999999991 0.62104500000000018 -0.085974999999999982 0.096145000000000022 0.090085000000000012 0.12512500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 6 -4 7 8 -1 10 -9 12 22 -13 15 16 19 -14 -16 -15 -21 -18 23 -12 -24 -6 27 -22 -28 -30
right_child=2 -3 3 -5 25 -7 -8 9 -10 -11 11 13 17 14 18 -17 21 -19 -20 20 26 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0032875864661702989 -0.0032708845636714948 0.0020400484814430964 -0.0025138335411887705 0.001766203612639241 -0.0031311871351757375 0.0015369246549691603 -0.0031754504732211838 -0.0026093310218336862 -0.0029389867600591361 -0.0029138613909346152 -0.003057575237788753 -0.0023656615780403649 -0.0019673107767441611 -0.0031854711686652667 -0.0035647807276552659 -0.0026211511956780683 0.0021107173564743537 0.0025944395931342267 0.00029762167511454215 -0.0031436198799439769 -0.0019053229863989984 -0.00060913151367764844 0.0021348478359514635 0.0021023582174469666 -0.001855909723729225 0.0032050869340938004 0.00090218242814521738 0.0021284355040748905 -0.0033699854137091687 0.0011984248834081516
leaf_weight=0.18908815085887898 0.364116571843624 1.1570871121948574 0.78533671284094342 3.8943050520028919 1.1682209119317111 0.54613282531499863 0.60061588714597647 0.83505187439732509 1.2305904242093664 0.67725215072277833 2.1453101751394601 0.92634378618096036 0.44773036672268041 0.43116399634165503 0.80801919358782359 0.72771569533506308 3.5350329561624667 0.8234282546909526 0.78115124104078859 0.41179752442988515 1.9298873475054414 0.82150751212611783 0.6902215254958719 0.30353064346127201 0.95469544554362051 0.13160120253451157 11.996138736605596 0.65355393360368896 1.1365308547392481 1.1696142014116047
leaf_count=4 20 139 64 358 298 17 144 164 538 47 401 203 77 59 32 133 160 50 17 24 71 17 40 14 85 12 465 17 227 13
internal_value=0 -0.000306404 0.000814383 0.00109903 -0.000382829 -0.000852322 -0.000302816 -0.000251505 -0.00210966 -0.000169594 -0.000110646 -4.26659e-05 -0.000925293 0.000144287 0.000239568 0.000372328 0.000470964 0.00098769 -0.00166623 0.000194053 0.000278292 0.00159784 -0.0015193 -0.00241801 -0.000181353 -0.00248967 0.000361743 -0.000884871 0.000586921 -0.00105301
internal_weight=0 36.6829 5.58989 5.22577 35.5258 1.33147 34.226 33.6254 1.41968 32.2057 31.5284 30.6934 5.36492 25.3285 24.4021 22.8129 22.0852 1.27116 1.58917 17.7287 17.2975 4.35654 4.09376 2.44884 1.64492 1.29982 16.8857 2.58344 14.3023 2.30615
internal_count=3910 3451 459 439 3312 81 3002 2858 542 2316 2269 2105 667 1438 1235 1186 1053 127 49 876 817 177 540 415 125 310 793 88 705 240
is_linear=0
shrinkage=0.00312309


Tree=291
num_leaves=31
num_cat=0
split_feature=4 12 15 49 3 48 50 147 14 4 4 484 160 39 1375 49 3 0 128 52 130 3 43 12 160 0 12 1 1186 4
split_gain=3.14044 2.1829 1.78559 1.23955 1.68987 1.21678 1.16396 1.08397 0.969718 1.34394 1.47897 0.965567 1.03113 0.950486 0.927436 1.01 0.745433 0.899517 1.08509 0.986171 0.811591 0.907566 1.62649 1.39901 1.10368 0.744079 0.718098 0.769668 0.736138 0.718023
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 -0.22390499999999999 0.10666500000000002 0.12933000000000003 0.14390500000000003 0.088565000000000019 0.077685000000000018 -0.0010999999999999996 -0.48072499999999996 -0.0043499999999999988 -0.092169999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 -0.088024999999999978 -0.077944999999999987 0.11581500000000002 -0.15154999999999999 -0.45984999999999993 -0.078884999999999997 -0.074254999999999988 0.089125000000000024 -1.0000000180025095e-35 0.10302000000000001 0.087215000000000015 0.089895000000000017 0.085080000000000003 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 16 6 -2 8 9 10 -1 -12 -13 -11 -14 -16 17 18 26 -19 -18 -22 24 -24 -23 -21 27 28 -5 -15
right_child=5 3 -4 4 -6 -7 -8 -9 -10 13 11 12 14 29 15 -17 20 19 -20 25 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00070594435899233165 0.00090660374967954226 0.00042345209042919359 -0.001139450301684008 -0.0011670645879966639 0.00053551119453917645 -0.0011301555488705552 -0.0015182108803570131 0.0014350116703446103 -0.0014013806731446668 -0.0013503477806349421 -0.00070307801994447141 -0.000537570345931327 -0.00061668376231704936 -0.00067139337985528574 -0.00038604898392982781 0.0011904803356223223 0.0014047010368536316 -0.0014478088704179902 0.0019300869523446631 0.00064363505556976433 -0.0012956664214821888 -0.001432737172488673 0.00050665769778160342 -0.0014826537188907341 0.00063928152521897086 -0.0006645493395507475 -0.0014147616724156256 0.0015529477812116193 0.0014749476619167908 0.00010399830496989858
leaf_weight=2.0620864275842985 7.755244879983362 2.4751495847012874 2.5861484813503912 1.3123318166472016 2.3295904630795112 0.7277955114841469 0.41914855316281308 1.1549840015359212 0.91466481005772848 1.375595484394579 1.0411115903407431 1.149008641485129 0.7572646872140546 3.2963980818167355 0.9150350173004006 7.5641043637878909 0.29768021218479646 0.79714056919328857 0.26996599370613683 3.0521156052127534 7.9441932339686963 0.65825655707158182 0.86429929430595009 3.9813412476796657 2.3961931623052806 1.223504291847348 3.0544586337637156 0.3618814181536435 0.25262385932728637 8.8116482275072467
leaf_count=91 393 46 137 137 27 24 9 32 32 34 63 31 30 72 33 237 3 108 8 96 1048 106 32 492 81 30 287 6 5 180
internal_value=0 -0.000273483 -1.09453e-05 -0.00053902 -0.00062175 0.00062592 0.000782269 8.95468e-05 3.38221e-05 8.24917e-05 0.000398803 0.000598171 0.000728618 -0.000233936 0.000886132 0.00102035 -0.000723615 -0.00042619 -0.000837372 -5.39659e-07 -0.000913841 -0.000957401 -0.000617248 -0.00112783 0.000192746 0.000269287 -0.000987357 -0.000309827 -0.000740576 -0.000107101
internal_weight=0 62.8988 31.628 31.2707 28.7956 8.90219 8.17439 29.0419 27.8869 26.9723 13.4886 11.4265 10.3854 13.4836 9.2364 8.47914 26.466 10.324 5.25126 5.07276 16.142 15.8443 7.90009 4.84564 3.05445 4.27562 4.9813 1.92684 1.56496 12.108
internal_count=3910 3484 972 2512 2466 426 402 835 803 771 485 394 331 286 300 270 2439 677 443 234 1762 1759 711 524 187 126 435 148 142 252
is_linear=0
shrinkage=0.0014173


Tree=292
num_leaves=31
num_cat=0
split_feature=31 160 133 52 2 123 403 484 475 3 403 457 15 1 15 128 4 49 15 456 159 0 0 2 16 0 11 1338 4 43
split_gain=0.615315 0.55921 0.594991 0.624427 0.588686 0.861172 0.722522 0.677857 0.559417 0.546234 0.510081 0.448036 0.446799 1.09934 0.928539 0.568724 0.562134 0.692979 0.592793 0.499945 0.427547 0.51974 0.820404 0.520836 0.437521 0.445977 0.425137 0.418156 0.437535 0.527677
threshold=-1.0000000180025095e-35 -0.40446999999999994 -0.26719999999999994 -0.53420999999999996 0.091525000000000009 0.086020000000000013 -1.0000000180025095e-35 -0.0043499999999999988 -0.086424999999999988 -0.10140999999999999 0.092300000000000007 0.51278000000000012 -0.11739999999999999 0.12446500000000001 -0.106555 0.086435000000000012 0.22584000000000001 -0.084934999999999997 0.091600000000000015 -1.0000000180025095e-35 0.10248000000000002 -0.077944999999999987 -0.082074999999999995 -1.0000000180025095e-35 0.061570000000000007 -0.051824999999999989 0.088630000000000014 0.086895000000000014 -0.51381999999999983 0.15364000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 -4 6 9 8 -8 -5 26 -2 27 13 -9 -14 16 17 -16 19 -19 21 22 23 -21 -23 -26 -6 28 -11 -30
right_child=1 2 3 4 5 -7 7 12 -10 11 -12 -13 14 -15 15 -17 -18 18 -20 20 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0032092423204885764 -0.0033268611074205091 -0.0026221294857849812 -0.003510890390216616 0.0032517268245662615 0.0018681463929418178 0.0029799307663562892 -0.002903538583089942 -0.0032291783454001691 -0.0031229905091654246 -0.0037864162691000573 0.0023813901897953194 0.003757487896342488 0.0036869110086333364 0.0035608950890126325 -0.0029386784240565521 -0.0037189512521320326 0.0028919407036774739 -0.0036394538843273743 -0.0036451200966897725 -0.0016321922876487095 -0.002795840466809087 0.0037372758202286931 -0.0035558461862209745 0.00092234408356677011 0.0029283532220990708 -0.00081919671101155932 -0.0016391229597368692 -0.0038285569840983426 -0.00022452228305613008 0.0023400622560082007
leaf_weight=0.64233619498554517 1.1649608294828784 1.1468384938198131 0.63154075772035057 0.18523128842934955 3.1510604624054444 1.471733488026074 1.0739197853254179 1.3198418703977974 1.6974774866830582 0.38237047707662064 0.22690276242792595 0.35203673271462399 0.84840439632535236 0.37046798178926099 0.97063497477211136 0.49881031725090075 0.8040868396637969 0.37837703351396612 0.48395821929443705 1.168343027122315 0.47440623561851758 1.0016300626448384 0.66937833523843426 5.6544382221763927 0.67572330089751631 0.89618441369384505 0.48364260257221747 0.37920957396272648 11.285147791728372 1.0651915261405509
leaf_count=113 291 223 214 6 122 142 303 60 666 12 14 11 8 47 60 51 25 31 61 33 53 36 69 284 20 23 34 8 857 33
internal_value=0 -0.000226426 -0.000150005 -7.61222e-05 -1.86474e-05 0.000423337 -0.000446778 -0.000223641 -0.00249581 0.000203283 -0.0023963 -0.000120174 -4.61478e-05 -0.00174099 0.000151093 -6.82552e-05 6.99388e-05 -0.000113454 0.000127044 0.000294244 0.000435459 0.000587753 0.000123886 0.000484902 0.00193818 0.00079178 0.00140146 -0.000224284 -0.00011694 -3.33211e-06
internal_weight=0 40.9119 39.5201 38.3732 37.7417 18.5704 19.1713 17.2886 1.88271 17.0987 1.39186 13.464 16.2147 1.69031 14.5244 13.676 13.1772 12.3731 11.4024 10.9185 10.5401 10.0657 7.49216 6.82278 2.57354 1.57191 3.6347 13.1119 12.7327 12.3503
internal_count=3910 3797 3492 3269 3055 1219 1836 1164 672 1077 305 921 861 107 754 746 695 670 610 549 518 465 386 317 79 43 156 910 902 890
is_linear=0
shrinkage=0.00348306


Tree=293
num_leaves=31
num_cat=0
split_feature=4 11 403 1456 1213 453 480 484 31 50 151 52 133 52 129 4 1 16 43 3 3 15 0 51 124 13 0 16 49 1375
split_gain=1.7899 1.40985 1.5139 1.45469 1.37665 1.36884 1.20399 1.07976 0.946435 0.928807 0.925173 0.857028 1.04945 0.905579 0.721944 0.802093 1.60894 1.02967 1.37685 0.773964 1.12205 0.922234 0.862783 0.741907 0.710165 0.704914 0.68828 0.683775 0.880853 0.946987
threshold=0.28937500000000005 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.08456000000000001 0.073820000000000011 -1.0000000180025095e-35 0.14390500000000003 -0.08514999999999999 -0.42985499999999993 -0.26719999999999994 -0.40891499999999997 -1.0000000180025095e-35 -0.076329999999999995 0.094385000000000011 0.15737500000000001 -0.27619499999999997 -0.15327499999999997 -0.083604999999999985 0.091195000000000012 -0.060094999999999989 -0.40274499999999996 -0.37194499999999991 -0.0019849999999999994 -0.089539999999999995 -0.27337499999999998 -0.24167999999999998 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 9 8 10 -6 -2 -1 -10 -13 -14 -15 17 19 25 -19 -17 22 26 -21 -18 -25 -16 -22 -26 -29 -30
right_child=5 -3 3 4 6 -7 -8 -9 11 -11 -12 12 13 14 15 16 23 18 -20 20 21 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=0.0011189370937256821 0.0010876157722082707 -0.0016312429016295364 -0.0014184562792377605 -0.0018093246199539852 0.0019342168268272433 -0.0014765583635632288 -0.0018240985707788546 0.0003538959336836533 -0.0011835016453291692 -0.0018833579897446226 -0.001809748853305312 -0.0014539340363201026 0.0023077402006027778 -0.0018536324925615372 0.0013745135948505468 0.0015651442871939584 -0.0014692889317467718 0.0014463828992084182 -0.0010609910511011819 -0.0018479193438077923 -0.00022157241134366235 0.00092296786276693408 0.0016869974023364261 -0.0015779235623625781 -0.00034980186824232901 0.00036247848976509698 -0.0013551333196571706 -0.00091943028289973147 -0.0010139491769163651 0.0013901927408149306
leaf_weight=0.37770242267288257 6.2709343268070361 2.3381503454875192 2.567894769832491 1.3534883396932844 0.84652631334029038 0.84996193554252375 1.1006632347125549 1.2376657880377022 1.7787377928616397 0.3539844537153839 3.7893064431846133 1.3661843446316186 0.60273527447133446 0.59103556419722636 4.0703855634201309 0.60182794462888267 0.56555519346147676 0.98464762046933207 2.3900969857349983 2.4733389078173791 7.6981037239311103 1.7786782484035946 0.24131364002822486 0.43904061987996001 1.4971006270498017 4.7479024112690125 2.191093236208026 0.70531099289655497 0.5717776743695121 5.9583927707280999
leaf_count=12 395 160 321 243 58 22 190 60 200 9 830 154 8 33 109 13 15 8 61 226 183 63 4 10 30 99 152 12 5 225
internal_value=0 -0.00027544 -0.000215088 -0.00011249 -3.72202e-05 0.000655351 1.83006e-05 -0.00110961 6.64686e-05 0.00092887 -0.00154429 2.81419e-05 8.27391e-05 0.000137829 0.000102957 0.000134284 -5.04453e-05 0.000508825 -0.000329416 -0.000417418 -0.000500377 -0.000259966 -0.00153369 0.000514282 0.000636596 0.000829618 -0.000472729 0.000747933 0.000975067 0.00117969
internal_weight=0 54.8647 52.5265 47.1218 44.5539 7.47488 43.2004 5.40467 42.0998 6.62492 4.16701 41.2533 39.4745 38.1083 37.5056 36.9146 24.7215 12.193 3.37474 14.9844 14.3825 11.6679 2.71465 9.73718 9.17162 8.81829 9.8892 8.73258 7.23548 6.53017
internal_count=3910 3484 3324 2422 2101 426 1858 902 1668 404 842 1610 1410 1256 1248 1215 938 277 69 641 628 398 230 297 282 208 335 272 242 230
is_linear=0
shrinkage=0.00178445


Tree=294
num_leaves=31
num_cat=0
split_feature=4 12 13 49 151 11 52 151 132 376 133 50 160 15 13 38 15 47 0 1 16 1429 0 16 3 47 147 12 43 130
split_gain=3.09934 1.85763 1.43462 1.55633 1.41293 1.21233 1.2371 1.00895 1.09506 1.01272 1.30256 0.948739 0.942564 0.967633 0.911393 1.19487 1.06237 0.889328 0.841972 0.889085 0.883695 0.807494 0.744788 1.1355 0.760871 0.856084 0.706258 0.690164 0.65089 1.53949
threshold=0.28937500000000005 0.051320000000000005 -0.094679999999999986 -0.081629999999999994 -0.27336999999999995 0.077165000000000025 0.11588000000000002 -0.095804999999999987 0.080815000000000012 0.048375000000000008 -0.069944999999999993 0.11901000000000002 0.083295000000000022 0.18599000000000002 -0.089899999999999994 1.0000000180025095e-35 0.085950000000000013 0.096475000000000019 -0.084304999999999977 0.090475000000000014 -0.50763499999999995 -1.0000000180025095e-35 -0.10071499999999999 -0.0072149999999999992 -0.13927999999999999 0.13469 0.10136000000000002 0.084100000000000022 -0.074254999999999988 -0.081969999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 12 -2 6 18 -1 9 10 -9 17 13 -4 15 -12 22 21 19 20 -3 -6 23 -16 -24 -26 28 -22 -5 -30
right_child=4 2 3 26 11 -7 -8 8 -10 -11 14 -13 -14 -15 16 -17 -18 -19 -20 -21 27 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0014031105066530743 -0.0017373951182691708 0.0015847510395804358 -0.0018829120880811399 -0.000889227566555192 -0.0012506738717815828 -0.0021270964663595003 -0.0017437558075622988 -0.0022123167663687486 0.0012163262418757139 0.0008012464339209721 0.0016827026809484119 -0.00094001071674883771 0.0012232815969989972 0.00057782858910015436 -0.0002869869585782325 -0.001140590319401264 -0.0021946605440943522 0.00015436997250535973 0.0016317114043935717 0.0016763212675231869 0.00050125155523229653 0.0019548751083383414 0.00075096136578051153 0.001570870430629189 -0.0015867016286734233 0.0010295070710546698 0.0021373720648453238 -0.0019275788020352385 0.0006864721939529335 -0.0018669615002611503
leaf_weight=1.959696870297196 0.80888583790510793 0.65510314935818348 1.3505037399008863 12.163490629056474 0.35426551336422463 0.97846629656851281 1.0625238441862164 1.5874122802633923 2.3436019113287321 3.3093588217161587 1.987672000657777 0.86063075996935356 1.9472782360389826 1.3500008974224327 7.6884933277033269 0.92944487743079651 1.3726907153613854 1.9874594388529656 2.3393011325970279 1.0716823276598004 0.73628337820991907 5.282935580238699 0.97757147997618954 1.6965277371928218 4.0358059783465814 0.60802837833762158 0.26923591177910466 1.5037285240832714 1.1185671268031061 9.2200128254480607
leaf_count=50 20 15 59 1038 3 65 50 57 63 117 64 18 27 24 117 19 46 40 27 21 21 345 14 26 144 8 4 71 46 1291
internal_value=0 -0.000411622 -0.000723555 -0.000950686 0.000858264 2.25417e-05 0.000307988 -2.01093e-05 -0.000125212 -0.000255169 -0.000422575 0.0011057 0.000133237 -0.000652771 -0.000275341 0.000783152 -0.000463859 0.00133661 0.00065369 7.69304e-05 -0.000515115 0.00175342 -0.000305536 4.88574e-05 -0.000897201 -0.00124416 -0.00117192 -0.00112923 -0.00121152 -0.0015907
internal_weight=0 64.2625 35.7662 27.4191 9.29418 8.34709 7.36862 28.4963 26.5366 24.193 20.8836 8.48529 4.64778 2.7005 19.2962 2.91712 16.3791 7.62466 6.3061 3.9668 2.89512 5.6372 15.0064 9.38502 5.62141 4.64383 22.7713 2.24001 22.5021 10.3386
internal_count=3910 3484 2759 2489 426 270 205 725 675 612 495 406 110 83 438 83 355 388 155 128 107 348 309 143 166 152 2379 92 2375 1337
is_linear=0
shrinkage=0.00205543


Tree=295
num_leaves=31
num_cat=0
split_feature=1 16 0 0 1 14 40 12 151 133 39 16 1447 48 4 4 47 16 156 0 2 15 132 1 42 3 3 12 12 47
split_gain=4.3276 1.74327 1.63616 1.91498 1.35102 1.69901 1.27388 1.66739 1.31002 1.21881 1.16977 1.32813 1.16955 1.15148 1.57521 1.081 0.944657 0.915966 1.01363 0.898271 1.46343 1.16175 1.08931 1.16564 0.884185 0.883963 1.21925 0.874205 0.865005 0.820753
threshold=0.10113500000000002 0.081265000000000018 0.048950000000000007 -0.099864999999999995 1.0000000180025095e-35 0.077685000000000018 0.34489500000000001 -0.062539999999999984 -0.27336999999999995 -0.26719999999999994 0.16168500000000002 0.67964000000000013 -1.0000000180025095e-35 0.085790000000000019 0.0057500000000000008 -0.51381999999999983 0.078345000000000012 -0.51054499999999992 0.085915000000000005 -0.077944999999999987 0.10066500000000002 0.15086500000000003 0.081240000000000021 0.081005000000000008 -0.14127499999999996 0.13772500000000001 -0.100615 -1.0000000180025095e-35 0.091555000000000011 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 17 13 7 -2 -9 -10 11 -3 -11 16 -15 -4 -6 -1 -19 21 22 -5 23 -21 -14 26 -17 -25 -28 -26
right_child=1 10 15 19 5 -7 -8 8 9 12 -12 -13 24 14 -16 25 -18 18 -20 20 -22 -23 -24 27 29 -27 28 -29 -30 -31
leaf_value=0.00081489409629549223 0.0013088803958021201 -0.00090021970548494971 -0.00074581020523585616 -0.0010269568541551243 0.0010157955214571005 -0.0014869860756068637 -0.0015734934965426866 -0.0014518204405770843 -0.0015322638978490938 -0.0011869382010970091 0.0013808475477827689 0.0012439232369640648 -0.001011598755161338 -0.0010875433401015247 0.00067098726840671011 0.00083024610585341857 -0.00026050116153609955 -0.0012650045237511149 0.00052571538348079449 0.0002671441372416843 -0.0012873080826922856 0.00076705464747367676 0.0013833629980505898 0.0012269438773338866 0.00092481662214045218 0.0017931776282681723 0.00045347905288916545 -0.0014191487444502936 -0.0017033652005544497 9.0365556182000052e-05
leaf_weight=0.68119612056761969 4.6978178117424312 4.5064758157823226 1.7710060733370481 16.637757633114237 4.7903562411665899 1.1997258884366591 0.59189633652567764 0.80213705077767983 0.6226400353480156 0.78054168540984825 0.68157833814620961 0.68442368507385243 0.64937949832528907 2.2489302903413773 1.9613874051719902 2.8577535278163846 1.5882276128977535 3.8855371226090964 0.78079351549968112 3.33475308888592 2.672028579749167 0.77709218859672446 0.96012726356275369 0.29582345718517933 9.1955794137902398 0.96026953309774388 0.68579869251698189 1.9465013621374962 0.86459194775670767 3.2923671947792164
leaf_count=13 287 204 31 1613 84 90 8 24 22 28 14 27 10 34 28 51 36 159 20 171 283 12 35 13 299 7 25 193 25 64
internal_value=0 0.000303832 -0.000410795 -0.000514653 -0.000140701 0.000130513 0.000500054 0.000561297 0.000332392 0.000430819 -0.000385577 -0.000617513 0.000518641 0.000313776 -0.000268327 0.000225791 0.000698006 -0.000738593 -0.000965372 -0.000755341 -0.000393092 -0.000946904 -2.75885e-05 -0.000270492 0.000619976 0.000546316 0.0002747 -0.00107006 -0.000749308 0.000704819
internal_weight=0 26.5048 50.8997 43.7602 17.1362 11.7886 20.6324 20.0405 15.3426 14.5405 5.87248 5.1909 13.9179 10.5889 4.21032 7.13942 6.37858 5.34753 4.66633 26.6241 9.20923 17.4148 6.53721 5.57708 13.1373 5.36841 4.40814 2.24232 1.55039 12.4879
internal_count=3910 987 2923 2784 464 272 742 734 447 423 245 231 401 182 62 139 120 192 179 2320 695 1625 412 377 373 108 101 206 50 363
is_linear=0
shrinkage=0.00143414


Tree=296
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 1213 484 151 480 129 1444 1373 156 48 15 52 1374 52 133 14 13 13 4 1 3 151 132 2 160 457
split_gain=0.66773 0.686864 0.620543 0.615166 0.615024 0.621652 0.599398 0.660103 0.586559 0.529106 0.487511 0.485945 0.487007 0.486269 0.675507 0.599345 0.580653 0.608924 0.710671 0.669604 0.621018 0.601653 0.579114 0.553094 0.54997 0.493339 0.630237 0.612077 0.630366 0.473061
threshold=0.27608500000000008 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073820000000000011 -0.08514999999999999 0.08456000000000001 -1.0000000180025095e-35 -0.10662999999999999 0.11103 0.10691500000000002 0.09227500000000001 -0.11219499999999999 -0.42985499999999993 -0.095439999999999983 0.11401500000000002 -0.26719999999999994 0.078495000000000023 -0.091229999999999992 -0.084184999999999996 -0.0086749999999999969 0.10134000000000001 0.094625000000000015 -0.016164999999999995 0.080815000000000012 0.097135000000000013 0.086620000000000016 0.087350000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 10 -6 7 -1 9 -7 -5 12 13 15 23 -11 24 18 -18 20 -20 -19 -23 -15 -17 -22 27 28 -27 -3
right_child=2 29 -4 4 5 8 -8 -9 -10 11 -12 -13 -14 14 -16 16 17 21 19 -21 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022898713503215922 -0.0027985968824237716 -0.0033960817066653812 0.0013220358223306947 0.0037555913228516755 -0.0033252314501523517 -0.0034006572726977807 0.00083241846492611694 -0.0033294703621253481 -0.003343443096928792 -0.0033636183786129362 -0.0028093138480059622 -0.0033431062677006691 -0.0029982443275722893 -0.0034973219200305421 0.0017574793906089499 -0.0038568008937072307 -0.0033888752306824249 -0.0028464077321406658 0.0018792648400735097 -0.0030184221989631769 0.0016935464956964964 -0.0033652961240280875 0.0014374472221293688 0.0017695223756468018 0.00012903470631083362 0.00052931040983160264 0.0025723512223001363 -0.0016606728133693614 -0.0029118849038329451 0.0027336327837237414
leaf_weight=0.26022893632762212 0.43580730259418476 1.1533824247308064 4.572321707615628 0.13574866054113943 0.60466703423299151 0.45948001928628457 0.74103845347417507 1.8145453230245028 0.54395125590963189 0.53897094249261357 1.3270739190047596 0.42333513079211016 0.50409259763546188 0.54189896286698047 4.187849319074302 0.73936047044119735 0.49878542230001954 1.2547693661181258 3.8843368306989055 0.54024620424024661 2.5954848589608792 0.36205208976753045 1.1154883099952702 0.36214256286621094 0.76876333355903625 7.8244155807186697 1.0274062794633199 2.2542859194800249 0.62590269569773216 0.15555893536657084
leaf_count=12 20 156 421 3 241 45 60 828 190 111 317 17 92 59 165 39 106 70 107 30 190 97 52 22 11 280 40 79 46 4
internal_value=0 -0.000319799 0.000963458 -0.000234282 -0.000108408 -1.17559e-05 -0.00171486 -0.00262466 5.27644e-05 0.000113316 -0.0022001 0.000167047 0.000217204 0.000272862 0.0011991 7.65976e-05 0.000155528 0.000291401 0.000498288 0.000601682 0.000709071 -0.00116624 0.000260597 -0.00138752 -0.00182503 0.000391819 0.000103836 -0.000133087 0.000274426 -0.00266761
internal_weight=0 37.2453 5.00813 35.9363 33.1205 31.6577 2.81581 2.07477 31.053 30.5091 1.46282 30.0496 29.6263 29.1222 5.09189 24.0303 23.4913 21.9832 19.2509 18.7521 18.2118 2.73231 1.47754 0.904042 1.50812 14.3275 11.732 10.7046 8.45032 1.30894
internal_count=3910 3469 441 3309 2409 2089 900 840 1848 1658 320 1613 1596 1504 246 1258 1147 1097 878 772 742 219 149 81 50 635 445 405 326 160
is_linear=0
shrinkage=0.00329956


Tree=297
num_leaves=31
num_cat=0
split_feature=4 12 151 13 49 15 1 41 16 1 160 15 50 474 47 52 47 150 47 16 15 0 0 48 0 43 1186 43 394 42
split_gain=2.83342 2.07712 1.66502 1.53111 1.74133 1.26054 1.11942 1.06517 1.00277 0.996056 0.968369 0.965753 0.930268 0.914017 0.998299 0.893496 0.889002 0.846487 0.794509 0.743143 1.27988 0.712863 0.689839 1.13035 0.652847 1.04754 0.997129 1.43495 0.972927 0.871971
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -0.094679999999999986 -0.081629999999999994 0.17176000000000005 0.094485000000000013 1.0000000180025095e-35 -0.091624999999999984 0.11215000000000001 0.083295000000000022 0.18599000000000002 0.11901000000000002 0.084655000000000022 0.09550500000000002 0.11588000000000002 0.077735000000000012 0.14331000000000002 0.096475000000000019 -0.062279999999999995 -0.017214999999999998 -0.084304999999999977 -0.18087499999999998 0.081315000000000012 -0.077944999999999987 -0.074254999999999988 0.085080000000000003 0.0016850000000000001 -0.41990499999999992 -0.09602999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 7 10 6 13 15 22 -10 11 -5 18 14 16 21 -1 19 -4 -11 -21 -3 -8 -24 26 29 -6 -28 -27 -26
right_child=2 3 12 4 24 -7 8 -9 9 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.00037110565052902127 -0.0016976741795822832 0.00010585043275362873 0.0016586104043535669 -0.0016812838073154447 -0.0015060315474433388 -0.0017273418945286045 -0.0017147818983763671 -0.001908393853244551 0.0014978711091892245 0.0020628630794706621 0.0012573299077722215 0.0006326337888850137 -0.0008389248740208725 0.00096525745253471594 0.0015475691658505735 -0.0013757254623738861 -0.0021186484697978784 -0.0015538630771281851 0.00020934762606758829 -0.00087425392577722394 0.0020259771280462711 0.0014420669620625608 -0.0011234554605264754 0.00148716276765453 -0.00195827624870561 0.00257374150867334 -0.0019037685132631506 0.0022085378771076951 -0.0015962217658703592 0.00023939246303384597
leaf_weight=9.5325589766725916 0.81134233996272076 3.5626233315560967 5.2639792917761934 1.2328686835244327 11.145132343517618 1.2692359681241203 0.86976475827395949 0.79855502117425192 4.5804864696692658 0.90646051056683141 1.8192725814878938 1.2382818497717378 0.77206658851355303 1.963793831411748 0.83498582895845253 0.88738708477467287 1.1135090880561627 0.73958301916718472 1.7185896607115863 1.5674021816812462 0.78076333785429541 2.2193487761542192 1.1013308353722089 1.1731687672436235 0.72900854609906662 0.20201027393341098 0.54443620680831262 0.62340278550982475 3.7324956263182667 4.0742637738585472
leaf_count=236 20 123 348 59 1529 34 16 70 156 41 27 24 18 62 18 47 31 11 40 44 22 30 22 32 65 1 45 5 507 227
internal_value=0 -0.000313903 0.000824841 -0.000624949 -0.000841982 7.2173e-05 0.000162939 0.000111517 0.000581034 0.000908857 0.000232612 -0.000521791 0.00108876 -0.000201487 -0.000401054 0.00035337 -0.000553887 0.000233386 0.00130191 0.000639522 9.00708e-05 0.000618743 -0.00031297 0.000223081 -0.001061 -0.00067411 -0.00133555 0.000291417 -0.00138212 -9.4155e-05
internal_weight=0 59.2421 8.56598 32.8091 25.3412 26.433 25.1638 7.46791 11.719 8.5747 4.29042 2.47115 7.75464 13.4448 11.4811 6.66936 10.6461 3.99421 6.98257 3.25463 2.34817 5.78197 3.14426 2.2745 21.0507 8.73778 12.313 1.16784 3.93451 4.80327
internal_count=3910 3484 426 2759 2489 725 691 270 344 274 110 83 406 347 285 200 267 118 388 107 66 153 70 54 2379 800 1579 50 508 292
is_linear=0
shrinkage=0.00185069


Tree=298
num_leaves=31
num_cat=0
split_feature=39 3 51 1 1456 3 1213 15 2 4 13 0 13 0 12 483 453 403 133 0 11 1 12 34 456 147 160 1375 159 124
split_gain=0.629784 0.65149 0.596523 0.621605 0.591282 0.572503 0.654541 0.574 0.710377 0.509014 0.553134 0.730235 0.785518 0.720613 0.535582 0.498412 0.51651 0.535824 0.543075 0.48478 0.483839 0.635089 0.471442 0.450399 0.462392 0.488155 0.476304 0.460018 0.472836 0.449476
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.088010000000000019 0.075285000000000005 -0.10628499999999998 -1.0000000180025095e-35 0.079360000000000014 0.12330500000000001 -0.51381999999999983 -0.094679999999999986 -0.053834999999999994 -0.084184999999999996 -0.084304999999999977 0.10371500000000002 0.083960000000000021 0.091855000000000006 -0.082404999999999992 -0.10870499999999998 0.024745000000000003 0.08184000000000001 0.076710000000000014 0.098355000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.45817499999999994 0.09141500000000001 -0.52484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 19 5 7 -7 20 -9 -8 13 12 22 -11 15 16 17 -14 -19 -4 21 -1 -12 -20 -25 -26 -27 -28 -29 -5
right_child=2 -3 3 29 -6 6 9 8 -10 10 11 -13 14 -15 -16 -17 -18 18 23 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.00040720082529351954 -0.0030395672323352018 0.0022655692678208213 -0.0022112975584225162 -0.0026346714028672967 -0.0026522769832601186 -0.0029294291948528941 -0.0032582018852681692 -0.0020455578999569548 0.003364911883680015 -0.0003001839622128749 -0.0029656466175329715 -0.0022306257620395148 -0.0029220982594943931 0.0022282594485492266 -0.0027186877233060587 -0.00268423920712005 -0.0030446127803706352 -0.0029515015314395547 -0.0026455930094447808 0.0013758184163876366 -0.00041870605833278942 0.0027012409521193982 0.0030179937666194681 -0.0023729293872193531 -0.0031227906326682787 -0.0029438272506569062 -0.0014445827609633078 0.0009038144763022849 -0.0015583972279848643 0.0018347124913551333
leaf_weight=2.4322559559950561 0.32771436253096897 0.83141029183752735 0.76745381450746097 0.20155860669910897 0.91791477100923557 0.89736948563950392 0.5176728549413373 1.277907572337426 0.24567691143602122 2.5712458742200397 1.2913425480946958 1.9444116327213148 0.4856571304844931 1.5247003399999837 0.68444941309280594 0.60661114688264106 0.45847438822965969 0.4547884858329948 0.43393962224947813 0.54859563615173101 1.8380504776141604 1.7707789321430025 0.12240720051340748 0.50516817416066295 0.31502572097817427 0.3244151101098528 0.85139123117552173 12.004806084034382 0.70094329939456734 3.6711952828336512
leaf_count=66 20 123 64 6 279 520 27 135 4 113 297 156 286 33 150 122 25 118 28 17 156 92 5 32 14 117 8 474 71 352
internal_value=0 -0.000283976 0.000773339 0.00101415 -0.000344234 -0.000282395 -0.00048292 0.000425235 -0.00117312 -0.000397818 -0.000339244 -0.00052878 -0.000356785 0.000641019 -0.000190966 -9.00336e-05 5.14092e-06 9.21167e-05 0.000186012 -0.000716007 0.000828347 0.0013737 -0.00244756 0.000280286 0.000366647 0.000464132 0.000545533 0.000629031 0.000767981 0.0016021
internal_weight=0 36.0088 5.51652 5.1888 35.1774 34.2595 26.6948 7.56467 1.52358 25.7975 25.2798 21.1838 19.2394 4.09595 17.8257 17.1412 16.5346 16.0761 15.5905 1.31605 6.04109 4.20303 1.41375 15.1357 14.7017 14.1966 13.8816 13.5571 12.7057 3.87275
internal_count=3910 3451 459 439 3328 3049 2596 453 139 2076 2049 1903 1747 146 1445 1295 1173 1148 862 81 314 158 302 744 716 684 670 553 545 358
is_linear=0
shrinkage=0.002914


Tree=299
num_leaves=31
num_cat=0
split_feature=4 11 481 453 474 393 1211 401 482 31 15 15 48 15 52 10 49 52 1 4 132 48 2 45 9 51 159 0 146 13
split_gain=0.60916 0.606019 0.536392 0.523463 0.564793 0.505898 0.484277 0.47688 0.486306 0.469811 0.473561 0.613756 0.57796 0.785681 0.757568 0.692132 0.610289 0.973562 0.759731 0.630754 0.550702 0.5171 0.513524 0.74562 0.49273 0.479637 0.472199 0.472124 0.468945 0.463991
threshold=0.27020000000000005 0.08184000000000001 -0.0079799999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.10531500000000001 0.092060000000000017 -1.0000000180025095e-35 -0.11739999999999999 -0.106555 0.094600000000000017 -0.0089749999999999986 -0.068164999999999989 -0.013164999999999998 -0.047309999999999998 -0.089799999999999977 0.10252500000000002 0.15927500000000003 -1.0000000180025095e-35 0.12649500000000002 0.10045500000000002 0.093765000000000015 0.081505000000000008 0.12900500000000004 -0.22646999999999998 -0.053834999999999994 0.090970000000000009 -0.5337599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -4 7 8 9 -7 22 -12 13 14 16 -16 17 -13 19 -18 -15 -14 -11 -24 28 -23 -17 -20 29 -22
right_child=3 -3 5 -5 -6 6 -8 -9 -10 10 11 12 21 20 15 26 18 -19 27 -21 24 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025850276001512253 -0.0042290951848912902 -0.0026635412275372349 -0.0034176520685375469 -0.0022598302325297238 0.0014958082519127506 0.0035599461492723662 -0.0034007505201606833 -0.0033288465153665731 -0.0032470295146583457 -0.0031103355454900976 0.0025670451037530786 -0.0023834676053499345 0.0023366569669448739 -0.0032153707905073809 0.0018009027088962801 0.00049986369072100938 -0.0036087080836227172 0.0021360743648262425 0.0026743753399656395 0.0039951175802096514 -0.0027117171314358728 -0.0028093055332533926 0.002971107006786179 -0.0033674474107500672 -0.0032639439068862575 0.001170103839513449 -0.0030371384701257794 -0.0016978211854460192 -0.0035866172228406308 0.00076773163523750118
leaf_weight=1.055277199106057 0.20210290420800436 1.1933560390607443 0.52594428387237613 0.52914431900717307 4.5702841891907147 0.42311743716710282 0.49277159466873754 0.49125424091471259 0.5098714719642875 1.0969881739583858 1.1011988377431503 0.72058110963553224 2.1034983455901961 0.47786579089008441 0.46652734465897117 0.4927993810852066 1.3086669401964175 2.0819383123889565 0.63793332921341062 0.13518086075782765 0.4456933406181659 0.52833026577718534 0.50390652567148198 0.35546308290213346 0.39094545692205507 0.95519742125179619 3.0328278915258244 0.49079160485416629 0.3003895452711739 12.579810983384911
leaf_count=380 4 160 76 23 445 57 199 157 126 134 27 33 110 187 5 74 254 82 41 1 12 21 35 14 35 39 280 26 9 864
internal_value=0 -0.000316523 -0.000233424 0.000902717 0.00125337 -0.000157417 -0.000104038 -5.26792e-05 -9.94648e-07 5.30399e-05 3.91702e-06 0.000114341 1.48564e-05 -0.00017593 -0.000929265 -0.00203515 -0.000107913 0.000974014 -0.00128655 -0.0028968 0.000321204 0.00126807 -0.00159063 0.000349276 0.000444411 -0.000247087 -0.00254275 0.000773259 0.000553204 0.000648675
internal_weight=0 34.8981 33.7048 5.30153 4.77239 32.6495 32.1235 31.6308 31.1395 30.6297 30.2065 28.2502 27.149 23.562 9.36725 3.99215 5.37509 2.80252 2.57257 1.44385 14.1947 3.58703 1.95636 0.85937 13.7168 1.48353 3.52563 1.12872 13.3259 13.0255
internal_count=3910 3438 3278 472 449 2898 2822 2623 2466 2340 2283 2100 2073 1903 796 359 437 115 322 255 1107 170 183 49 920 60 354 67 885 876
is_linear=0
shrinkage=0.0033513


Tree=300
num_leaves=31
num_cat=0
split_feature=1 128 50 4 147 474 1 0 48 15 47 3 147 151 14 4 4 157 133 157 0 15 13 13 403 403 12 43 16 156
split_gain=0.576688 0.593324 0.725138 0.527828 0.510135 0.52173 0.516025 1.09468 0.783862 0.69314 0.650403 0.573402 0.54768 0.645738 0.681429 0.651936 0.541845 0.659396 0.538388 0.577893 0.476197 0.472607 0.521306 0.772813 0.517709 0.546487 0.516415 0.481531 0.691386 0.464581
threshold=0.11561500000000001 0.086435000000000012 0.10119500000000002 0.24280000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084794999999999995 0.086065000000000016 0.090505000000000016 0.10887000000000001 -0.083604999999999985 0.088505000000000014 0.056555000000000001 0.077685000000000018 0.011185000000000002 -0.0025899999999999994 -0.070269999999999985 0.084285000000000013 -0.081614999999999979 -0.10131499999999999 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -1.0000000180025095e-35 0.095765000000000017 0.10058500000000002 -0.16369999999999998 0.15737500000000001 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 7 11 21 10 12 -7 13 14 16 -15 29 -18 19 -13 -19 -9 -23 -24 -25 26 27 -26 -29 -8
right_child=3 -3 -4 -5 5 6 9 8 -10 -11 -12 18 -14 15 -16 -17 17 20 -20 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0035330856280378561 2.0493590007601554e-05 -0.0027757092131589539 -0.0027437255134358848 0.0019590680831881773 -0.0034262065090956352 -0.0033899384335104557 0.0020801343729453152 -0.0033336094289898792 0.0025522694679420877 -0.0028500169993679967 -0.0024857733131810737 0.0032184155248000338 0.003251535645995088 -0.0030165331951688998 -0.003150736895821789 0.00087036470013371445 0.0031647474088341591 0.00028281634088380173 0.00018768866674660322 -0.0029769046145027311 -0.0026634673617078391 -0.0040018695416523314 0.0037571595838058868 -0.0033449367773619241 0.0033144707470468405 -0.003484142362650005 -0.0026281303973829146 0.0011283372783464777 -0.0025594907636995092 -0.0017919374378911515
leaf_weight=0.47785286407452687 4.0834358359570606 1.0467592287750438 1.2203833407256741 2.4621506177354604 0.50355276893243228 1.5251968723023308 4.6022198283462732 0.48973439272959307 1.3493577589397316 0.69365706149255935 0.74188147811219174 0.18402577604865644 0.85797571414150375 1.0421892241574831 0.45268832333386022 0.86243277986068267 0.77090266637969751 4.4387956067221239 1.9986929336155297 1.5645690867677395 0.69368840235983409 0.33192660659551876 0.61903598532080817 0.50096648404724931 0.73705997434444892 0.40909337729681272 0.51235964614897955 2.6858314842683861 0.70108136266935606 0.36580970865907136
leaf_count=26 248 233 368 303 117 314 292 188 70 167 52 9 67 45 53 20 26 104 157 262 75 3 7 317 12 75 46 169 18 67
internal_value=0 -0.00032654 -0.000244719 0.000749697 -0.000143441 -8.87836e-05 -3.10939e-05 -0.000501154 0.000244747 0.000381026 0.000532169 -0.00168052 0.00069111 0.000525048 0.000824691 -0.00125651 0.000990229 0.000312949 -0.000984757 -0.0023249 -0.000115393 -0.000200886 3.52416e-05 0.000252587 -0.000138561 0.000179804 0.000503098 0.000892119 0.000364967 0.00179502
internal_weight=0 32.3797 31.333 6.54559 30.1126 29.6347 29.1312 13.6089 8.33645 15.5222 14.8286 5.27248 14.0867 13.2287 11.3241 1.90462 10.8714 5.90339 3.74729 1.74859 5.13248 6.98709 6.49735 6.16543 5.54639 5.04543 4.63633 4.12397 3.38691 4.96803
internal_count=3910 3359 3126 551 2758 2732 2615 1647 905 968 801 742 749 682 617 65 564 205 428 271 179 835 647 644 637 320 245 199 187 359
is_linear=0
shrinkage=0.00330698


Tree=301
num_leaves=31
num_cat=0
split_feature=39 3 4 1456 1455 3 1213 15 2 41 4 43 12 41 4 13 0 13 13 49 2 3 0 12 12 1186 133 12 122 374
split_gain=0.510299 0.556365 0.515828 0.499063 0.486353 0.441015 0.559314 0.438641 0.592553 0.478754 0.674549 0.9865 0.488838 0.438444 0.426489 0.413662 0.625899 0.585213 0.489788 0.488841 0.487042 0.49049 0.462761 0.515855 0.403317 0.396128 0.628404 0.385235 0.70969 0.424205
threshold=0.005105000000000001 0.30601500000000009 0.28937500000000005 0.075285000000000005 -1.0000000180025095e-35 -0.10628499999999998 -1.0000000180025095e-35 0.079360000000000014 0.12330500000000001 0.080335000000000018 -0.48072499999999996 -0.46376499999999993 0.09112000000000002 0.077550000000000022 -0.51381999999999983 -0.094679999999999986 -0.053834999999999994 -0.084184999999999996 -0.083514999999999992 -0.080639999999999976 0.091525000000000009 -0.075679999999999983 -0.055084999999999988 0.10129000000000001 0.098355000000000012 0.085080000000000003 -0.086869999999999989 -0.095029999999999989 0.09197000000000001 0.082175000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 -1 7 -7 9 -9 10 11 -6 -11 27 -8 19 17 24 -19 -16 21 -21 23 25 -17 26 -20 -2 29 -29
right_child=2 -3 -4 -5 5 6 14 8 -10 12 -12 -13 -14 -15 15 16 -18 18 22 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0037268779816415757 -0.0008527712682732749 0.0023058150444648768 0.0037117897259599888 -0.0032672057462156344 0.003637261202591625 -0.0036698995922356697 -0.0039861998351981391 -0.0023861025623656729 0.0041405911143572224 0.0019053268763215712 0.0024046313825274615 -0.0040239908840665906 -0.0027562822769613545 -0.0037118228182343883 -0.002224828430269582 -0.0037111673682774875 -0.0026511168716597238 0.0028773450352606029 -0.0034794095783934548 0.0017349104428205106 0.0026894420652338242 -0.0031987724025550474 0.0041196100512966554 -0.003402741795795776 0.0037415303846480364 0.0020070835364942208 -0.00019669133733926059 0.0028401217266159321 -0.0039594075450425717 -0.0019270236351509884
leaf_weight=0.55267799150897801 1.2916908736806361 1.0435187286930148 0.75892011448740948 0.79240302761900139 0.36287036724388599 0.72291590287933516 0.43545774015366134 1.1288063496467655 0.22211334714665998 0.48906273930333533 3.2283953351434387 0.58698549075052087 0.77693832269869745 0.31408376386389125 0.57536261784844134 0.95810621388956352 1.7144717181217455 0.67727035115241818 0.82935780443951124 0.61145851982291821 1.7084310606587676 0.47982277936535922 0.31023034534879634 0.72071738060913126 0.10778070986270905 0.97892294672783542 12.571086307434596 2.020354278502055 0.27462707180529822 0.28406440350227047
leaf_count=175 75 139 165 279 4 496 25 134 4 32 166 78 29 31 28 257 149 39 146 34 46 18 7 182 5 44 935 165 6 17
internal_value=0 -0.000318246 0.000941171 -0.00040506 -0.000331303 -0.000269155 -0.000507025 0.000550027 -0.00131301 0.00101231 0.00160855 -0.00109719 -0.000955479 0.000438717 -0.000406203 -0.000336116 -0.000546793 -0.000336468 -0.000162807 0.000841648 0.00147183 -0.000434368 -0.000296419 -0.000387146 -0.00295756 -0.000235999 -0.00039986 0.000775505 0.00159101 0.00225248
internal_weight=0 32.5852 4.94374 31.5416 30.7492 30.1966 23.4014 6.79517 1.35092 5.44425 4.17825 0.949856 1.266 4.18482 22.6785 22.243 18.8679 17.1535 16.0876 3.37507 2.79971 1.09128 15.4103 15.1001 1.06589 14.3794 13.4004 3.87074 2.57905 2.30442
internal_count=3910 3451 459 3312 3033 2858 2411 447 138 309 248 82 61 294 1915 1890 1764 1615 1353 126 98 52 1314 1307 262 1125 1081 263 188 182
is_linear=0
shrinkage=0.00365268


Tree=302
num_leaves=31
num_cat=0
split_feature=1 150 4 484 2 403 52 52 47 15 0 4 51 133 13 1375 4 150 47 4 9 1213 4 52 1373 1374 43 47 52 3
split_gain=1.98587 1.33574 1.24722 1.2078 1.12268 0.997941 0.893325 0.957579 1.04993 0.89023 1.22856 1.18313 0.877913 0.767489 0.724456 0.705792 0.691521 0.842476 0.706628 0.746308 0.687983 0.69383 0.649672 0.683088 0.641429 0.913407 0.595126 0.849769 0.86105 0.826391
threshold=0.094485000000000013 0.077110000000000012 0.51224500000000017 -0.065229999999999996 0.14073000000000005 -1.0000000180025095e-35 0.098910000000000012 -0.42985499999999993 0.13206500000000002 -0.0071449999999999994 0.024745000000000003 -0.0031049999999999997 0.087505000000000013 -1.0000000180025095e-35 -0.10939499999999998 0.048435000000000006 0.00046500000000000008 0.085200000000000012 0.094695000000000015 0.15927500000000003 0.083710000000000021 -1.0000000180025095e-35 -0.51381999999999983 0.18936500000000003 -1.0000000180025095e-35 0.09309000000000002 -0.064539999999999986 0.096300000000000011 -1.0000000180025095e-35 -0.115685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 6 14 7 -2 26 10 11 -7 20 -13 -5 16 -15 18 19 -18 21 -11 -23 -24 -3 -26 29 28 -28 -9
right_child=1 24 -4 5 -6 9 -8 8 -10 12 -12 13 -14 15 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.001995111077473848 -0.0019808610328099175 -0.00058148901634728228 0.0018232165186591051 0.00066010311126681617 0.0012749724947850756 -0.0017065963304911367 -0.0011929224758592662 -0.0011288995823957213 -0.0014431221542316867 -0.0019665826677650261 0.0020445140761564938 -0.0020032538460650986 -0.0020086148522539338 0.0010449165077463711 -0.0016691381682860803 -0.0020758503268008192 -0.0020783602758235177 0.00056243491929715349 0.0011815897607492412 0.00039579382296835722 -0.0019950078787259354 -0.00096833539707209847 0.00054601404141939769 -0.0013623515105064155 0.0015761126992147783 -0.0013703980234822067 -0.00031162056562631193 -0.00099241755995417807 0.0013773518476226151 0.0014174211135749961
leaf_weight=1.8996641095727671 0.92981386766769958 0.78619151888415206 1.3311268559191365 0.6031944046262655 1.9225639640353609 3.7179284542798987 3.4303178496193132 0.59062689356505904 1.5104789612814773 0.53676355676725229 0.61723871622234661 0.99413765291683365 0.76499008492101062 1.8250107042258603 3.350117203895933 0.68140945280902077 1.8541322317905731 2.1852459700312465 0.46135888970457006 0.62368678441271175 0.55793008673936206 1.3990207170136262 12.293925223057157 0.7625380882527687 4.6052073987666509 0.44133280869573344 2.5376537018455636 2.3171935674035922 2.1213941011810551 2.805249643046416
leaf_count=408 138 12 156 22 85 391 145 18 35 155 13 125 76 39 765 23 127 41 15 15 38 20 345 105 248 12 62 63 91 122
internal_value=0 0.000240898 -4.85388e-06 -0.000477803 -0.000138812 -0.00039106 -0.000306154 -6.87364e-05 8.08875e-05 -0.000266461 -0.000649266 -0.000783976 3.76248e-05 -0.000386266 -0.00131374 -0.000175607 1.07168e-05 -0.000357603 -0.00104164 -0.0014556 0.000138289 0.000217679 0.000298786 0.00043456 0.00106234 0.00131843 0.000302827 -2.41538e-05 0.000457416 0.000974553
internal_weight=0 25.3292 19.4964 35.1283 18.1653 33.2286 16.2427 12.8124 11.8826 29.2753 12.9601 12.3429 16.3152 8.62498 3.95331 7.63084 6.94943 5.12442 2.93918 2.47782 15.5502 14.9922 14.4555 13.0565 5.83273 5.04654 10.3721 6.97624 4.65905 3.39588
internal_count=3910 1187 915 2723 759 2315 674 529 391 1528 789 776 739 385 787 260 237 198 157 142 663 625 470 450 272 260 356 216 153 140
is_linear=0
shrinkage=0.00195653


Tree=303
num_leaves=31
num_cat=0
split_feature=1 51 0 0 52 1446 3 15 47 9 12 13 403 151 15 47 48 52 4 52 42 52 150 4 50 2 13 13 43 43
split_gain=0.543137 0.696029 0.720024 0.647648 0.587061 0.561809 0.533601 0.973043 0.584979 0.5052 0.499298 0.517636 0.50407 0.493666 0.485324 0.838832 0.717551 0.553898 0.47541 0.81258 0.532237 0.497985 0.472107 0.468891 0.465592 0.463111 0.460802 0.455275 0.452002 0.587266
threshold=0.094485000000000013 0.08955500000000001 -0.23029999999999998 -0.077944999999999987 -0.42985499999999993 0.091520000000000018 -0.084129999999999996 -1.0000000180025095e-35 0.09550500000000002 0.083710000000000021 0.091735000000000025 -0.26418499999999995 -1.0000000180025095e-35 -0.49681999999999993 0.035895000000000003 0.08801500000000001 0.12862000000000004 0.12539500000000003 -0.49837999999999999 0.10433000000000002 0.091955000000000023 0.11401500000000002 -1.0000000180025095e-35 0.22584000000000001 0.086465000000000014 0.14342000000000002 -0.083514999999999992 0.14810000000000004 -1.0000000180025095e-35 0.0041500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -2 14 28 8 13 10 12 -12 -9 -8 15 16 17 -6 19 -5 21 -20 -17 25 -14 -16 -15 -22 -4 -30
right_child=4 -3 3 18 5 -7 7 9 -10 -11 11 -13 24 26 23 22 -18 -19 20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0019717491788655466 -0.0032219060909921609 -0.0023371715879625657 -0.0029628277340355575 -0.0029651518842771858 0.0023030758195450203 -0.0032838067508607319 0.0033604091958855642 -0.0032017525223615021 0.0021894038772764745 -0.0032358952520242287 0.0032904040785170564 -0.0034009927818810281 0.002491344963849691 -0.00062823778882760666 -0.0023884960779818379 -0.0028547033035562449 -0.0016291046434800222 -0.00020174692692456034 0.001691221518324387 0.0017307948658422344 -0.0032798208108724739 -0.0017047331994374246 0.00017601857381483897 0.0013494122537640832 -0.0011120022906697387 0.0027174409225337029 -0.0028438288654613884 0.0015447675209658332 0.0014199694984622392 -0.0024275519826302068
leaf_weight=1.3533041587797949 0.45762077975086768 1.8254504863580212 1.9319321945658887 0.98128108005039372 5.1798317716456896 0.39931203937158066 0.18212677165866065 0.20899167106836225 0.4146414081333204 0.30320770246908058 0.16114337276667356 0.43922993773594488 2.3830352177610572 1.5315981315798159 1.4060765567701321 0.59794156788848329 0.66154534555971611 1.0896406855899838 3.7586378701671501 0.60894381161779165 0.53242994187166903 0.49876847540144797 4.2460150848492049 0.73284457926638413 0.43194697040598828 0.20793314045295108 2.5527078231098113 0.31893090647645295 0.74112071408308533 0.89077660618931986
leaf_count=39 143 268 708 70 545 34 2 156 48 28 3 58 143 198 143 26 14 57 271 9 228 54 193 19 43 13 254 12 36 95
internal_value=0 -0.000448702 -0.000278253 -0.000439604 0.0003393 0.000451528 -0.000878466 -0.00044828 -0.00143169 0.000723798 0.00105506 -0.00160499 0.00158318 -0.00178361 0.000557149 0.000821439 0.00153397 0.00186774 0.000357835 -0.00116694 0.000832456 0.00129337 -0.000198096 -0.000768882 0.00193843 -0.0017307 -0.00201299 -0.00147247 -0.00191761 -0.000680213
internal_weight=0 22.0502 20.2248 18.8715 14.9788 14.5211 12.1725 8.60863 4.68107 3.92755 3.62435 0.600373 3.02397 4.26643 14.1218 11.775 6.93102 6.26947 6.69899 1.59022 5.10877 4.25741 4.84396 2.34685 2.81498 1.61401 4.08431 0.851361 3.56383 1.6319
internal_count=3910 2723 2455 2416 1187 1044 1772 933 502 431 403 61 342 454 1010 835 616 602 644 79 565 325 219 175 186 156 452 240 839 131
is_linear=0
shrinkage=0.00319335


Tree=304
num_leaves=31
num_cat=0
split_feature=158 9 1 42 50 474 1365 14 42 393 132 376 15 15 42 133 13 455 3 4 2 49 2 151 151 160 52 4 159 39
split_gain=0.497751 0.567794 0.523129 0.52218 0.539982 0.532847 0.501845 0.501371 0.483119 0.499766 0.556418 0.49256 0.454222 0.525741 0.460557 0.474255 0.522773 0.572384 0.469603 0.537186 0.642244 0.560817 0.496257 0.553356 0.47084 0.482868 0.450097 0.385221 0.670569 0.517369
threshold=0.11034000000000001 -0.016839999999999997 0.11561500000000001 -1.0000000180025095e-35 0.11413000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.077685000000000018 -0.087904999999999983 0.084330000000000016 0.080815000000000012 0.08801500000000001 -0.24219999999999997 -0.19153499999999998 0.092145000000000019 1.0000000180025095e-35 -0.071149999999999977 0.081825000000000009 -0.15121499999999996 -0.51381999999999983 0.089710000000000012 -0.014479999999999998 0.093070000000000014 0.083140000000000006 -0.051109999999999996 0.088485000000000008 0.11588000000000002 -0.082509999999999986 0.090705000000000022 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 7 12 9 10 11 -3 -7 -14 18 16 17 -16 -15 -20 27 22 -22 24 25 -24 -23 28 -21 -29
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 19 20 21 26 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0032216351889846613 -0.0027943574859308319 -0.0030830177027936887 0.0007328738942476128 -0.0033920973885760313 -0.0031138715376172617 0.0026114084821809271 -0.002520702778477013 -0.0024613314659390514 -0.0025470089007243791 0.00120625658400144 0.00095063267354537993 0.0023075603659581537 -0.0026344072536703413 0.002296559138870518 -0.0029974632253087449 -0.0027149023846210619 0.0014782736370492122 0.0030002605365828986 -0.0033257599238552204 0.0027893048311174373 0.0017798243077610792 0.0021944221503157088 0.0029638330564326532 0.0015553278139891335 -0.0023374236886483206 -0.0017296495623576355 -0.00040539140470518913 -0.0008664339096725633 -0.0023793922988992067 0.0033389637621722879
leaf_weight=0.4906767564243627 0.6481605070293871 1.3020272256690084 5.7442962198401792 0.43816519668326748 0.55041487715789017 0.71808115975001285 0.70533294702181493 0.69250793417449941 1.6694663382368187 1.0786527753225525 0.6785814243776257 0.18360775383189309 0.63813948520693742 1.1516528067877718 0.72190545714693133 0.95191157676163118 1.0051656840369099 0.1910207630135119 0.38708128174769107 0.81936186447275872 1.2710495204664765 3.4374866339785495 0.40620637382380698 0.8995402343571185 1.477447485434823 0.42664994671940804 0.77462427597492922 5.6262190470587639 0.33599441882688552 0.29213347821496416
leaf_count=118 167 334 448 124 177 37 68 81 513 39 75 6 31 91 152 237 42 9 24 71 35 201 39 25 43 7 41 627 24 24
internal_value=0 -6.94774e-05 -0.000116184 -0.000285354 -9.74351e-05 -2.63843e-05 3.79318e-05 0.000119136 -0.00120033 -0.000507043 -0.00136096 -0.0024168 0.000202129 0.000119008 0.000206097 -0.000937006 -5.46705e-05 -0.0017425 0.000395674 0.000260154 0.00034819 0.000909139 0.000150389 -0.000494843 -0.0012931 0.000559488 0.00171631 -0.00034117 0.00128617 -0.000658853
internal_weight=0 35.0654 34.5747 28.8304 23.9181 23.3677 22.9295 22.2242 4.91234 3.24287 2.16422 1.48563 21.5317 20.8136 20.1755 2.87 1.91809 0.912926 17.3054 16.1538 15.7667 8.693 4.48089 3.20984 2.3103 0.832856 4.21211 7.07371 1.15536 5.91835
internal_count=3910 3743 3625 3177 2210 2033 1909 1841 967 454 415 340 1760 1723 1692 440 203 161 1252 1161 1137 391 149 114 89 46 242 746 95 651
is_linear=0
shrinkage=0.0030811


Tree=305
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 15 50 9 2 15 2 457 49 158 160 15 0 1186 43 12 13 128 13 1 0 3 4 52 16 4
split_gain=2.28435 1.83149 1.40283 1.30865 1.41279 1.19282 1.09946 0.94459 0.87543 0.957514 1.08673 0.859067 0.85555 0.855032 0.846383 1.18503 0.896938 1.36538 1.04618 1.76339 0.942973 0.922786 0.792584 0.784253 1.25213 0.994577 0.759781 0.75182 0.966299 0.751134
threshold=0.28937500000000005 0.084100000000000022 -0.27336999999999995 0.10666500000000002 -0.22390499999999999 0.085450000000000012 0.14390500000000003 -0.016839999999999997 0.089910000000000004 -0.033649999999999992 -0.013084999999999998 0.082870000000000013 -0.0057999999999999987 0.084965000000000027 0.031805000000000007 -0.088379999999999986 -0.077944999999999987 0.085080000000000003 -0.074254999999999988 0.091475000000000015 -0.094679999999999986 0.11581500000000002 -0.09602999999999999 0.079945000000000016 0.024745000000000003 -0.013944999999999997 -0.37626499999999991 -0.42985499999999993 0.24895000000000003 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -3 7 -4 -1 9 10 -9 -12 -11 14 16 -16 17 20 27 -20 22 -22 -6 24 -10 -25 -17 -18 -29 -27
right_child=2 3 6 -5 13 -7 -8 8 23 12 11 -13 -14 -15 15 26 18 -19 19 -21 21 -23 -24 25 -26 29 -28 28 -30 -31
leaf_value=0.0017135529360819645 -0.001446538013112958 0.00056119956700079806 0.00093182749880766323 0.00054281938525005554 -0.00092733185863481124 -0.0010752005396065399 -0.0016919392409506593 0.00087221337688234873 -0.0014602466172984991 -0.0013264312234474226 -0.0016007516686211015 -0.00025029262936749605 0.00038945060315838566 -0.0016306323679566685 0.00089033021386546239 0.0016285074027100725 -0.0015842384566485961 0.00058466794198806468 0.0010338420686645895 -0.0015362419723635177 -0.0015929589734428294 0.00085403229234992976 0.001173691026517413 0.0014967036432617222 0.00041397947695509009 -0.00045100403679214959 -0.0014024557932499472 -0.00016632218427951219 0.0015069138221951008 0.00053699364233248358
leaf_weight=0.8404620192013742 0.75666570710018266 2.1642993623390856 7.1619481844827515 2.433530142530798 1.4935280168429019 2.3803851606789967 0.41385287232696999 0.84977025631815184 1.4886815748177462 0.82956981984898437 2.8234965461306274 1.9515177893918005 5.0166236383374798 2.4719044428784391 1.8830577824264767 0.23849333357065905 0.55385795119218517 1.1079685396980483 0.83135494356974815 3.0654998542740941 7.9996189854573458 0.39623480918817211 0.62346141412854983 1.9438570071943146 2.1121955148410052 2.5899035653565115 1.3463522547390301 2.6657949637155984 1.2382392345461992 6.9265957623720062
leaf_count=51 20 42 397 31 109 137 9 31 89 57 91 32 156 245 52 3 65 43 40 417 1123 34 19 60 30 80 140 123 26 158
internal_value=0 -0.000288798 0.000585534 -0.000558229 -0.000653651 -1.24834e-05 0.000788496 7.99327e-05 2.81844e-05 -0.000297588 -0.000758604 -0.00104883 0.000145968 -0.000755109 -0.000662793 5.09622e-05 -0.000786706 -0.00106792 -0.000395555 -0.00098794 -0.00124209 -0.00147748 -0.000308573 0.0002763 -0.000360867 0.0004765 -0.000946345 0.000122277 0.000364377 0.000268111
internal_weight=0 60.2663 8.33247 30.5132 28.0797 29.7531 7.5758 27.3727 26.5322 11.471 5.62478 4.77501 5.84619 25.9154 23.4435 3.4679 19.9756 11.6208 8.35475 3.89685 10.5128 8.39585 2.11699 15.0612 3.60088 11.4604 1.58485 4.45789 3.90403 9.5165
internal_count=3910 3484 426 2512 2481 972 406 835 784 367 154 123 213 2439 2194 195 1999 1328 671 457 1285 1157 128 417 119 298 143 214 149 238
is_linear=0
shrinkage=0.00156517


Tree=306
num_leaves=31
num_cat=0
split_feature=1 0 4 1373 150 1374 131 4 159 48 15 4 13 13 0 2 124 43 1 403 13 3 16 151 44 40 47 50 1 16
split_gain=0.493329 0.571252 0.592471 0.540682 0.751494 0.556139 0.515003 0.505262 0.470737 0.484486 0.497721 0.460722 0.439132 0.580854 0.420531 0.414056 0.412494 0.480278 0.415756 0.40765 0.511418 0.59001 0.405803 0.4829 0.40163 0.518692 0.39606 0.490779 0.443604 0.520682
threshold=0.085990000000000011 -0.084074999999999997 -0.00027999999999999998 0.09586500000000002 0.075065000000000007 -0.094679999999999986 0.092255000000000018 -0.15333499999999997 -0.034019999999999988 0.086065000000000016 -0.0063699999999999989 0.51224500000000017 -0.5337599999999999 -0.45122499999999993 -0.083424999999999985 0.086875000000000022 0.51367000000000018 -0.27619499999999997 0.14000500000000002 0.097580000000000014 -0.028919999999999998 -0.115685 -0.014099999999999998 0.088225000000000012 0.088980000000000017 1.0000000180025095e-35 0.13206500000000002 0.11413000000000002 0.12864500000000004 0.070590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 11 -6 -7 -1 -3 10 -10 16 -12 -14 -15 -16 17 -2 24 20 21 -17 23 -4 25 26 27 28 29 -19
right_child=3 8 22 -5 5 6 -8 -9 9 -11 12 -13 13 14 15 19 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020235081277702946 -0.0033704337972188551 -0.0032194830798078751 -0.001645435669880914 -0.0029189534754591462 -0.00027709303014892937 0.0023267995417554127 -0.0023442286459268119 -0.0027663988519056491 -0.003205878961225277 0.0020088973456695719 -0.0037325771592422209 0.0026794939858233655 0.003519371975785206 0.0024706028027133547 -0.0026480934355407795 0.0023575347453877469 0.0031198841198502498 7.3271675237496881e-05 0.0018545085377582008 -0.003333628228609724 0.0011539369894712074 -0.002826536752881303 0.0010493969725689164 0.002488664433273701 -0.0026801599369839849 0.0032990801033620891 -0.0029865825791798709 -0.0030200670540685487 0.002247124093120962 -0.0022097806876187885
leaf_weight=0.24353049712953856 0.49247267900500524 0.43318428762722749 2.351286549353973 0.54561568610370059 1.5400927572045473 3.4056523389881472 0.25648306775838126 2.5814420987735502 0.50066307390807185 1.2376975160441359 0.28871538862585922 0.58568400010699484 0.51116724312305439 0.60084165434818615 0.67955381918000046 0.30377979204058614 0.36850998527370471 7.9384415606036676 0.9482412281213336 0.33175660364213388 2.4845051843440169 0.82256091741146531 1.2516339098801852 0.32498190691694606 0.69345160806551653 0.41523607249837446 0.5355298869544648 0.58227172691840756 0.80345471249893385 1.1564990136248523
leaf_count=26 35 164 299 26 28 280 28 745 214 82 3 156 7 34 141 8 7 587 81 56 180 177 65 8 33 25 36 103 46 230
internal_value=0 -0.000558631 -0.0012432 0.000202604 0.000288963 0.00132564 0.00199966 -0.00235348 5.5097e-06 0.000185509 -0.000160439 -8.2462e-05 9.27191e-05 0.000285323 -3.11888e-05 -0.000356401 -0.000198554 -0.000288699 -0.000172608 3.85994e-05 0.000348432 -0.00142837 -0.00044468 -0.00114343 -0.000331141 -0.000188646 -0.000320109 -0.000183861 -1.70213e-05 -0.000217038
internal_weight=0 14.9473 6.75287 20.2676 19.722 5.20223 3.66214 2.82497 8.19443 7.76124 6.52354 14.5198 6.02288 5.73417 5.223 4.62216 13.9341 13.5656 13.0731 3.9426 3.61085 1.12634 3.9279 2.67627 12.1249 11.4314 11.0162 10.4807 9.8984 9.09494
internal_count=3910 2209 1143 1701 1675 336 308 771 1066 902 820 1339 606 603 596 562 1183 1176 1141 421 365 185 372 307 1060 1027 1002 966 863 817
is_linear=0
shrinkage=0.00317885


Tree=307
num_leaves=31
num_cat=0
split_feature=1 39 0 51 3 457 132 48 130 52 484 403 16 48 16 150 3 15 151 3 403 133 51 457 12 1212 15 122 124 0
split_gain=1.51618 1.41278 1.40193 1.307 1.20668 1.36732 0.942099 0.90699 0.762516 0.908272 0.844355 0.727123 0.720591 0.90541 0.760608 0.766478 0.681548 1.05144 0.714036 0.619007 0.611011 0.604949 0.548326 0.545602 0.53912 0.53364 0.547879 0.533315 0.722337 0.503582
threshold=0.085990000000000011 0.005105000000000001 -0.076734999999999984 -0.40274499999999996 0.16699000000000003 0.081330000000000013 0.079995000000000011 0.088825000000000015 -1.0000000180025095e-35 0.11401500000000002 -1.0000000180025095e-35 0.092300000000000007 -0.095109999999999986 0.11930500000000001 0.67964000000000013 -1.0000000180025095e-35 -0.084129999999999996 -1.0000000180025095e-35 -0.49681999999999993 -0.15464999999999998 -1.0000000180025095e-35 -0.10870499999999998 -0.24460499999999999 -0.070739999999999983 0.091735000000000025 -0.50114499999999984 0.035895000000000003 0.089350000000000013 -0.087894999999999987 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 16 -3 5 6 12 -7 -4 10 -10 -11 13 23 15 -14 19 18 -18 -1 -19 -22 -12 -2 29 -17 -27 28 -5 -23
right_child=1 3 8 27 -6 7 -8 -9 9 11 22 -13 14 -15 -16 25 17 20 -20 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00018725262515385674 -0.0012311862967450012 -0.0017088106741278265 -0.0016159227516421787 6.1786280331026859e-05 0.0010501160575371851 0.0012231019477544872 0.00070744211057426477 -0.00013059386785648102 -0.0016181042682483166 -0.0015275485058260884 -0.0016053831168539058 0.0013401273921253751 0.0010834379861898043 -0.0016874381151739885 0.0016258557273731821 0.0013815506859728073 0.0015505570035354548 -0.0015991344254784002 -0.0010721829397604588 -0.0013612295869954826 -0.001618687284671288 -0.00055289167133444411 0.00068105606540794716 0.00032037804625865805 -0.0006842550176205407 -0.00075578977368752896 -0.0016476579535955533 -0.00049438468800888451 0.0014699676585781729 0.0012004246859255534
leaf_weight=0.75274336023721833 0.64531855937093485 0.49421965982764948 0.63283740589395066 1.1982360051479188 2.2451747045852235 2.598577167838811 1.8798610367812205 2.4214832591824234 0.47367060836404462 1.1402634264668448 0.27752688294276495 0.27863953285850573 0.51496171485633446 0.76971841603517521 0.33529502432793457 0.25124619295821382 0.27735879831015964 0.46284927579108615 5.0357518424279988 4.9727619526674962 0.36193587118759785 0.51145361852832216 6.1931799878366292 5.1907655370887467 0.7150917958933859 7.338941114721802 2.2882084528682753 0.55552193149924267 4.0089635537005952 2.1965400606859502
leaf_count=45 14 10 21 54 150 80 89 30 85 113 67 10 17 28 10 10 4 156 511 767 57 13 241 159 36 424 318 13 295 83
internal_value=0 9.4712e-05 -0.000430091 0.000774805 -6.59895e-05 -0.00016939 -0.000362603 0.000570131 6.83524e-05 0.000195799 0.000432856 -0.000964404 -0.000478645 -6.51476e-05 -0.000733242 -0.000809348 -0.000723425 -0.000463395 -0.000935269 -0.00115765 0.000126811 0.000337868 0.000582991 0.000148816 0.000544742 -0.000908019 -0.000967772 0.000987804 0.00114593 0.000869279
internal_weight=0 32.7365 24.2826 6.25694 26.4796 24.2344 19.2143 5.02006 8.99612 8.36328 6.94438 1.4189 17.3345 6.6058 10.7287 10.3934 15.2865 9.56098 5.31311 5.72551 4.24787 3.78502 6.47071 5.83608 3.42309 9.8784 9.62715 5.76272 5.2072 2.70799
internal_count=3910 1701 2209 372 1329 1179 1069 110 537 516 393 123 980 201 779 769 1672 860 515 812 345 189 308 173 132 752 742 362 349 96
is_linear=0
shrinkage=0.00159138


Tree=308
num_leaves=31
num_cat=0
split_feature=1456 42 39 1365 43 151 42 393 1429 1373 4 133 157 1 33 158 48 50 1 4 48 4 16 9 9 47 41 1374 0 448
split_gain=0.453133 0.499542 0.639762 0.605634 0.505157 0.497024 0.476635 0.470819 0.457678 0.467743 0.449644 0.443413 0.433254 0.54053 0.440024 0.462977 0.467283 0.735738 0.64198 0.452648 0.465126 0.447713 0.441414 0.693394 0.467214 0.403228 0.386852 0.385021 0.451828 0.385029
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085060000000000011 1.0000000180025095e-35 -0.044024999999999988 -0.035524999999999994 -0.085679999999999992 0.084330000000000016 -1.0000000180025095e-35 0.11103 0.24280000000000004 0.19121000000000002 -0.084354999999999986 0.11198000000000001 -0.007134999999999999 0.085745000000000002 0.12649500000000002 0.10119500000000002 0.13385500000000003 0.27020000000000005 0.097140000000000018 0.28937500000000005 -0.38486499999999996 0.091370000000000021 0.037245000000000007 0.11861000000000001 0.078535000000000008 -0.094679999999999986 -0.230625 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 8 -4 -1 7 -2 -3 11 -6 12 13 -10 -14 16 17 19 -18 20 22 -17 -16 24 26 -21 27 -24 -29 -30
right_child=1 2 4 -5 10 -7 -8 -9 9 -11 -12 -13 14 -15 15 21 18 -19 -20 25 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0010267745842974982 -0.0010935558729633108 -0.0030125896950333507 0.003183194763102025 -0.0034284495483799678 -0.0023773125092436025 -0.0036926480729909906 -0.0025898870655995956 0.0015670436044297287 -0.0037324674886532014 -0.003831201170227479 0.0032926841821332019 -0.0037032071866722627 -0.0029820092133053784 0.0031442687392974843 -0.0014590060499335624 -0.0035683814039117654 -0.0038606645125258861 -0.0028417603196839733 0.0019102049592730694 0.0032161084144375859 0.0025738838145332207 0.0036967653264508103 -0.0011971353292194011 0.0061352623346194058 -0.0036698377711081387 -0.0020894194261052374 -0.003145532291225757 0.003892369794037156 -0.0034529402459595516 0.00089062145822811612
leaf_weight=0.43178312457166612 3.1157130546635017 0.61374651853112538 1.5495804016245531 0.66554180945968155 0.51929924101568659 0.92508812155574449 1.7500681991223235 1.2213659293483941 0.68167773293682543 0.38023198011796822 0.28619125543627888 0.37200568456319061 0.49755938665478083 0.19361567648593336 1.4160629351390799 0.63564501225482573 0.69030655024107435 0.74195698817493294 0.40262537961825728 1.5789596824906755 1.5287614882690821 0.13580477639334276 1.2086676105391525 0.29955920111388046 0.33770835399627763 0.21466693468391884 0.34413018584018651 0.65268758125605231 0.27601773315111877 10.935960665636102
leaf_count=41 464 152 264 65 31 328 498 55 165 18 43 206 30 12 59 109 37 137 17 155 96 30 24 3 26 7 36 12 17 773
internal_value=0 -4.94967e-05 0.000161279 -1.04919e-05 0.00197039 -0.00219083 -0.000989914 -0.000344304 8.37479e-05 0.00016453 -0.000362759 0.000230175 0.00029443 -0.00221133 0.000394592 0.000473102 0.000576415 0.000705717 -0.00173473 0.000845772 0.000662674 -0.00228944 0.000473816 0.000668555 0.000549501 0.00258113 0.000655699 0.000755759 0.000954703 0.000783691
internal_weight=0 33.2461 27.159 24.8039 2.35507 1.35687 6.08715 4.33708 24.1384 23.5246 0.80549 23.1444 22.7724 0.875293 21.8971 21.3995 20.6281 19.5351 1.09293 18.7932 16.9996 0.77145 15.4708 14.0547 13.7552 1.79363 13.4175 13.0733 11.8647 11.212
internal_count=3910 3541 2524 2186 338 369 1017 519 2121 1969 74 1951 1745 177 1568 1538 1399 1345 54 1208 1046 139 950 891 888 162 862 826 802 790
is_linear=0
shrinkage=0.00363208


Tree=309
num_leaves=31
num_cat=0
split_feature=1 484 52 3 52 0 11 3 2 52 52 3 48 15 12 52 48 0 0 0 3 0 16 403 38 12 122 151 3 16
split_gain=0.445395 0.455802 0.538258 0.444126 0.439574 0.452632 0.39662 0.416685 0.492251 0.412114 0.439187 0.446214 0.71295 0.422952 0.920733 0.439189 0.432168 0.552956 0.394015 0.421433 0.402349 0.674408 0.414521 0.380499 0.372942 0.616077 0.480213 0.421569 0.365339 0.349227
threshold=0.10113500000000002 -0.0043499999999999988 0.18936500000000003 0.10223 -0.42985499999999993 -1.0000000180025095e-35 0.08184000000000001 -0.11266 0.11462500000000002 0.14114500000000005 0.11401500000000002 0.084925000000000014 0.086285000000000014 0.088190000000000004 0.086935000000000012 0.091715000000000005 0.088875000000000023 -0.070894999999999986 -0.084074999999999997 -0.10131499999999999 -0.080454999999999985 -0.10209999999999998 -0.014099999999999998 -1.0000000180025095e-35 0.13584500000000002 -0.083349999999999994 0.09197000000000001 -0.40391999999999995 -0.089974999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -2 24 7 -3 9 10 11 13 -13 14 18 23 -16 -18 19 20 -9 22 -22 -15 25 -6 27 -27 -20 -21
right_child=4 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 15 16 -17 17 -19 28 29 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0035815594393732776 -0.0035346704595045175 0.001101972347133152 -0.0029861316211627527 0.0021919522380599282 0.0028784741705198983 0.0031246905170904549 -0.0029004407784959476 0.0029919171725949884 -0.0030102228299860295 0.0025336626684106032 -0.0038975855627444429 0.0020309594327708297 -0.00078948888014584604 -0.0035064779370663616 -0.0036033115536590202 -0.0035291410738913656 -0.003590665593343713 0.0028172995030266638 -0.0035510509286674225 -0.0034364571182865116 -0.0031241607060778073 0.0030503920894852992 0.0011413737409086953 0.0018296550402312137 -0.0036578864536125923 -0.0034785014525510745 -0.0037444470188809243 0.0004832620043025024 0.0021509685713857608 -5.0702930478948411e-05
leaf_weight=0.93764402941451652 0.33253564979531702 3.0342944146250472 0.87423223044606757 0.1978234319249168 1.152796668233347 0.7793543377192681 0.63544536521658201 0.50662465189816464 0.78861452447017732 0.6597470187989537 0.40354302900959815 2.3843361441977331 2.0381562068359926 0.18081088038161408 1.8480936685227791 0.25883728062035505 0.32191582114319317 0.33895176282385353 0.1559530917147639 0.95819546995335259 0.91840141697321087 0.47190129756927457 0.40141741163097322 1.7453894623904489 0.27594463061541397 0.3428221764042928 0.37027761898934919 8.3561275614774786 1.1816100653959383 0.61213800578843824
leaf_count=499 115 134 301 11 206 133 69 12 136 15 47 87 45 179 484 130 65 12 52 290 58 4 15 151 8 22 9 494 81 46
internal_value=0 -0.000415593 -0.000297211 -0.00257569 0.000433077 0.000550075 -0.000178752 -8.87164e-05 -0.000312085 -0.000173791 -0.000295087 -0.000193586 0.000731124 -0.000606659 -0.000991815 0.000753295 -0.00273429 -0.00030409 -0.000152092 -0.000718498 0.000236778 -0.000542262 -0.00182682 0.00132876 0.000358939 0.000467373 0.000160896 0.00032713 0.00148614 -0.00211664
internal_weight=0 21.8541 20.7186 1.13547 11.6099 11.2773 19.8444 19.2089 16.1746 15.386 14.7263 14.3227 4.42249 9.90024 7.7152 2.18504 2.50896 0.660868 5.20624 3.86868 2.29834 1.79172 1.31982 1.9262 10.498 10.222 9.06923 8.69895 1.33756 1.57033
internal_count=3910 2923 2413 510 987 872 2112 2043 1909 1773 1758 1711 132 1579 1119 460 561 77 558 425 89 77 73 330 739 731 525 516 133 336
is_linear=0
shrinkage=0.00350153


Tree=310
num_leaves=31
num_cat=0
split_feature=14 31 3 38 1455 401 393 1425 4 483 133 160 1374 375 124 1365 158 52 455 42 33 42 1 9 51 2 131 49 133 3
split_gain=0.41152 0.453526 0.429509 0.722436 0.442279 0.391389 0.392447 0.375747 0.446692 0.456507 0.405749 0.530557 0.403203 0.407217 0.435912 0.482575 0.376679 0.375639 0.359692 0.356233 0.482952 0.41941 0.389911 0.576559 0.377606 0.372179 0.386365 0.386701 0.476362 0.794812
threshold=0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 0.13790500000000003 -1.0000000180025095e-35 0.10072000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 -0.26719999999999994 -0.40446999999999994 0.098580000000000015 0.087245000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.11079000000000001 -0.53420999999999996 0.098125000000000018 -1.0000000180025095e-35 -0.007134999999999999 -0.085679999999999992 0.10420500000000001 0.091370000000000021 -0.10748999999999999 -1.0000000180025095e-35 0.08844500000000001 -0.084114999999999981 0.086975000000000011 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 9 10 -8 -12 13 14 -13 16 17 -16 19 21 -21 -19 23 24 -22 -26 27 -27 -29 -30
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 20 22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0042899652071047758 -0.0030000932734171714 -0.0041898239086555827 0.0041802031409270959 -0.0043004188621852315 -0.0041906186836184692 -0.0041645286302439376 -0.0027991432775886322 -0.0045981644232672434 0.003050731920786599 -0.0031464135571361105 -0.0031540237899521243 0.0024660083905996681 -0.0039618833427716967 -0.0038936657857266553 -0.0041569127904556745 -0.0042656745500772499 -0.0040687961188296757 3.5338568521774179e-05 -0.0039687170288344401 -0.0035366017113840882 -0.0041738553458695151 -0.0033809637873329014 0.0019228556809356878 0.0062833749900516505 -0.0027643767936688531 -0.00088354336182499226 -0.0033425083101250503 0.0015260131724647472 -0.0036993906572727608 0.0017801745732309157
leaf_weight=0.40202751883771526 0.83098138408968125 0.466756393347178 0.844001390330958 0.21402688696980476 0.39122088934529387 0.40612005841103282 0.84150063386190055 0.30328148751868766 0.80075949616730113 0.79760885937139292 0.82005168346224877 1.5461859244388048 0.3866945703048249 0.39098032371839408 0.30996825042533771 0.4032836314290752 0.33285376767162134 2.8001509870518935 0.31376708531752129 0.44310833839706276 0.30602274480047675 0.78119786203027075 4.165503015392459 0.28459730499889779 0.58067987725376369 2.0370286643156179 0.40556723979534659 7.941644131845921 0.85641840510652401 0.9479318755038546
leaf_count=111 126 187 144 6 76 176 197 93 124 223 238 128 34 29 134 42 88 305 22 23 62 258 192 5 27 74 53 419 254 60
internal_value=0 -6.08515e-05 -0.00011706 0.00246467 -0.000207927 -0.000145125 -8.91992e-05 -3.3479e-05 1.51069e-05 -7.26708e-05 1.84849e-05 0.000109491 0.00021555 0.000280564 0.000347298 0.000204305 0.000284401 0.000349748 0.000413641 0.000477448 0.000714093 -0.000709858 0.000821567 0.000478194 0.000351838 0.000460299 0.000613926 0.000750105 0.00109156 -0.000820651
internal_weight=0 31.5209 31.1189 1.05803 30.0609 29.5941 29.188 28.7968 28.4935 27.6927 26.8951 26.0536 25.2336 24.8469 24.4559 22.9097 22.5064 22.1736 21.8636 21.5499 17.9685 3.58135 17.5254 13.3599 13.0753 12.7693 12.1886 11.783 9.74599 1.80435
internal_count=3910 3784 3673 150 3523 3336 3160 3084 2991 2867 2644 2447 2209 2175 2146 2018 1976 1888 1754 1732 1169 563 1146 954 949 887 860 807 733 314
is_linear=0
shrinkage=0.00412273


Tree=311
num_leaves=31
num_cat=0
split_feature=123 133 3 50 50 16 38 1212 1429 15 158 483 50 1 129 129 130 1374 1365 1348 156 41 44 132 33 4 2 12 3 13
split_gain=1.9012 1.31378 1.26256 1.19957 1.32227 1.11184 1.10549 0.98915 0.988589 1.12699 1.48419 1.12956 0.94021 0.83966 0.83945 1.11209 1.33364 0.84509 0.817577 0.895075 0.807925 0.793559 0.782963 0.772043 0.790657 0.837094 0.797715 0.876579 1.39157 1.10278
threshold=1.0000000180025095e-35 -0.0023199999999999996 0.16699000000000003 0.10119500000000002 0.10030500000000002 0.3935300000000001 0.12641000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26361999999999991 0.084965000000000027 0.088030000000000011 0.088425000000000017 0.11287500000000002 0.093990000000000004 0.092795000000000016 0.079100000000000018 0.098580000000000015 1.0000000180025095e-35 0.088030000000000011 0.10477500000000002 0.082980000000000012 0.13998500000000003 0.079995000000000011 -0.007134999999999999 0.0057500000000000008 0.113945 -0.023959999999999995 -0.076734999999999984 -0.098524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -3 13 -1 -9 -10 11 12 14 -4 15 16 17 18 19 20 21 23 -5 24 -11 -26 27 -27 29 -29
right_child=1 5 6 22 -6 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0015696921883474862 -0.00095747551993532196 0.0012101191784458097 -3.0786338883269689e-06 -0.0012929064574079172 0.0023569473304845966 -0.0014975114423042158 -0.001468036963544909 -0.0015283230581650124 0.00094754072860897217 -0.0014611995904289697 -0.0013099031898172119 -0.001599544802967353 -0.0015553737585981937 0.0016011209128837102 -0.0016140974913341271 0.0022648540813672642 -0.0015721955899657834 -0.0016526898570366003 -0.0014650593312955334 0.0015405820309450534 -0.0016051403025579712 -0.00099038492800367322 0.0020277594563768214 0.00085468135492922082 -0.00013965060919060739 -0.00099173858085802665 -0.00065462591960744622 0.0015283476425113174 0.0012918256989947626 -0.00057092223260669863
leaf_weight=1.3649379346752528 0.99439582834020246 4.6193243812303981 1.3159291138872502 3.6944813994923602 0.46740672108717163 0.39693252719007421 0.52665643440559495 1.3708416882436711 2.0060144623275837 0.83844748511911049 2.929658451001159 1.2835625261068333 1.0700469812145446 1.9542282230686394 0.84113891480956127 0.49535082257352669 1.3839195878244925 0.74741698824800451 0.87650549248792131 0.94838750408962269 0.72916096250992168 1.6849683341570187 0.17944921553134907 2.9812626738566896 17.091543537913825 0.75890936888754268 1.4176465042401094 0.80855345353484098 4.7017020555213103 2.3738401965238145
leaf_count=247 43 280 21 429 4 11 10 161 110 16 304 177 166 133 97 7 274 29 39 32 74 68 1 99 890 11 46 10 57 64
internal_value=0 0.000672708 -0.000245428 -0.00030733 -0.0002418 0.000995866 0.000619402 -0.00026674 -0.000229172 -0.000190429 -0.000242355 -0.000166134 -0.000119846 0.000955582 -8.01326e-05 -4.60322e-05 -7.66865e-05 -1.91292e-05 1.55461e-05 5.33437e-05 1.10962e-05 4.71834e-05 -0.00113909 0.00010363 2.36365e-05 6.94876e-05 0.000424782 0.000601829 0.000755223 -3.7559e-05
internal_weight=0 6.01065 56.842 53.0452 49.1712 5.01626 3.79681 48.7038 47.3389 45.968 43.962 41.0324 39.7488 3.27016 38.6788 37.8376 37.3423 35.9583 35.2109 34.3344 33.386 32.6569 3.87393 30.9719 27.9906 27.1522 10.0607 8.64301 7.8841 3.18239
internal_count=3910 334 3576 3412 2982 291 164 2978 2731 2570 2460 2156 1979 154 1813 1716 1709 1435 1406 1367 1335 1261 430 1193 1094 1078 188 142 131 74
is_linear=0
shrinkage=0.00155248


Tree=312
num_leaves=31
num_cat=0
split_feature=1 50 52 129 401 484 0 1212 51 0 0 1 16 52 52 133 12 38 48 2 48 14 160 13 129 3 50 3 3 123
split_gain=1.94008 1.13684 1.01039 0.890242 0.934669 0.945869 0.870736 0.830081 0.797953 1.03806 1.37259 0.942315 0.884947 0.892203 0.777734 0.89902 0.724225 1.03026 0.750821 1.31012 0.994878 0.870366 0.699758 0.974538 0.795826 0.68039 0.652614 0.627386 0.773357 0.625521
threshold=0.10113500000000002 0.088425000000000017 -0.42985499999999993 0.093990000000000004 0.083100000000000021 -0.0043499999999999988 -0.017269999999999997 -0.50114499999999984 -0.10748999999999999 -0.077944999999999987 -0.099864999999999995 1.0000000180025095e-35 -0.50763499999999995 -0.080899999999999986 0.11401500000000002 -1.0000000180025095e-35 -0.071274999999999991 0.13584500000000002 0.12675000000000003 0.10457000000000001 -0.086624999999999994 -0.46637499999999993 0.086620000000000016 -0.083654999999999993 0.093525000000000011 0.10223 0.081160000000000024 -0.074234999999999982 -0.077894999999999978 0.11662000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 25 16 -3 26 10 11 12 -10 -14 -11 -16 17 -4 19 27 -21 -22 24 -24 -12 -1 -7 28 -18 -9
right_child=2 7 6 -5 -6 8 -8 29 9 14 22 -13 13 -15 15 -17 18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018409842122857172 -0.0018219225690624796 0.0015298233486238043 0.0014815793166967654 -0.001882564938934678 -0.0016417238192817144 -0.0018289458226494249 0.0014585031930324254 -0.0018311544299310549 0.00097810417229517036 0.00070393679255533067 -0.0011741613657501309 0.0004859948993900453 0.00024597345192719057 -0.0019306153723788048 0.0020092830103000505 -0.0015982225030113861 -0.00043062171594144806 -0.0018877079698657174 -0.00079673560958129031 -0.0010724825109370243 -0.00076514239106578155 0.0014739767851076385 -0.0018440702182431381 0.0013486922257914976 0.0024108605561645722 0.001873844743211733 0.0017257326881052405 -0.00099839934773365835 0.0014794379384037374 0.0019649679562568148
leaf_weight=1.5194683145964543 0.6739780181087579 0.29096607491374049 2.5359292384237118 1.0602967458544288 1.4104001518571738 1.2772971995873437 2.2682231701910451 2.8642138739814977 0.83511556033045087 7.8361483115004322 6.3618351909099138 8.1418454312952218 0.95101702632382568 1.678252170095226 0.28597751294728357 1.0057909961324183 2.0082392941694711 0.33067583851516236 2.4648532220162442 0.71973376767710284 0.6423003929667227 4.3437949449289492 0.45272181823384017 0.96498212020378538 0.20605230284854759 0.17748318007215846 0.1914270115084945 2.4714089848566818 1.0355997602455316 0.14709961786866177
leaf_count=324 115 9 226 127 231 153 162 545 27 277 792 172 18 91 6 79 62 8 72 20 21 185 39 22 2 3 4 93 23 2
internal_value=0 -0.000359768 0.000337966 -0.000263057 -0.000211485 -0.00014822 0.000415312 -0.00136592 -7.49069e-05 -8.89871e-06 -0.000241879 0.000152297 -0.000631946 -0.00114333 0.000491162 -0.000799577 0.000272362 0.00109292 0.000100492 0.000297579 0.00090071 0.00118554 -0.000814773 0.000329133 -0.00106169 -0.00145245 -0.00136564 -0.000326393 0.000219234 -0.00164572
internal_weight=0 37.6584 19.4947 34.3561 33.2958 31.8854 18.8208 3.30228 30.1885 28.7197 19.5918 11.6062 3.46438 2.62927 9.12792 1.29177 16.5525 2.86661 13.6859 11.2211 5.70583 4.9861 7.98559 1.4177 6.56789 1.69695 1.46872 5.51525 3.04384 3.01131
internal_count=3910 2923 987 2367 2240 2009 872 556 1682 1525 1163 308 136 109 362 85 710 234 476 404 226 206 855 61 794 327 157 178 85 547
is_linear=0
shrinkage=0.00179535


Tree=313
num_leaves=31
num_cat=0
split_feature=1213 475 156 403 158 31 1338 1348 52 52 2 133 123 52 13 131 50 13 42 4 0 47 42 52 160 42 151 15 1186 43
split_gain=0.42845 0.430642 0.41193 0.397977 0.413328 0.396975 0.370577 0.441322 0.481231 0.446286 0.465252 0.517049 0.454822 0.473919 0.506065 0.67508 0.611633 0.445742 0.429264 0.406161 0.933395 0.551094 0.49054 0.426774 0.479932 0.419403 0.397609 0.427392 0.370062 0.481179
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.084084999999999979 0.11034000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.088030000000000011 0.18936500000000003 0.14114500000000005 0.15305000000000002 -0.26719999999999994 1.0000000180025095e-35 0.11588000000000002 -0.091849999999999987 0.097135000000000013 0.086465000000000014 -0.084084999999999979 -0.080904999999999991 -0.23071499999999998 -0.017269999999999997 0.117025 -0.11145999999999999 0.10599500000000002 -0.087874999999999995 -0.10298999999999998 -0.083274999999999988 -0.19153499999999998 0.085080000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 8 9 10 11 -7 13 14 26 16 17 -16 -14 23 21 22 -21 24 -19 -24 -13 -28 29 -27
right_child=2 -3 3 4 -6 6 -8 -9 -10 -11 -12 12 18 -15 15 -17 -18 19 -20 20 -22 -23 25 -25 -26 28 27 -29 -30 -31
leaf_value=0.0036153605419409983 -0.0035100814697754949 -0.0030547784374997176 -0.0022968776483657254 0.0036180629120599692 -0.0030238844343683335 -0.0028531919642841531 -0.0036667638455677655 0.0032257402636841183 -0.0015953732901752384 0.0023761516109001225 0.0032075496025385773 -0.0015558107109251574 -0.00076816721729714343 -0.0025246783953225388 -0.0035164622214858628 0.0031095210060230337 -0.0032249935124323533 0.0013222935328919602 0.0030813602735612075 -0.0030852712162035075 0.0037175517569618473 -0.0036923053979044662 0.003977154864445831 0.0023240619077957263 -0.0030824428944929436 0.0001165725626625676 -0.0014009752199878717 0.0020519534556364843 0.0025484654220845815 -0.0032966795660461061
leaf_weight=0.13404928520321846 0.41079253490898082 0.97340152418473624 0.88668292190414533 0.39164167403943295 0.51501537501462635 0.73877952148908121 0.31750186369754274 0.54749938496388395 1.9804261225508515 1.0877327662892629 0.57083871529903163 0.56867402768693853 0.51228839438408602 0.88338473142357443 0.47081611980687021 0.72515459085116063 0.84292216933681707 0.38284547487273823 1.1312654500361521 0.57099951506827018 0.84016891196357057 0.49451910046627823 0.35218788264321155 0.30470420606434334 1.4103860317555137 9.4805892099975484 0.50570188916754011 3.1818526021088713 0.7063561044342358 0.53090703074121925
leaf_count=4 196 588 449 110 126 174 23 46 365 30 111 30 20 46 186 33 184 15 148 70 51 38 8 4 124 485 41 135 29 41
internal_value=0 -0.0022474 -3.92944e-05 6.79966e-06 7.4785e-05 0.000128827 8.19291e-05 0.000123226 6.31476e-05 0.000188069 9.36431e-05 2.14866e-05 0.000110363 -2.04529e-05 8.30717e-05 -0.000184698 -0.000330469 -0.000173509 0.00188148 -6.90944e-05 0.000161189 -8.50252e-05 6.82145e-05 -0.0014934 -0.00214205 0.000230873 0.00115966 0.00157843 0.000107771 -6.44313e-05
internal_weight=0 1.10745 31.3426 30.9318 30.0452 29.5301 29.1385 28.821 28.2735 26.2931 25.2053 24.6345 23.8957 22.2522 21.3688 17.1126 16.3874 15.5445 1.64355 15.0737 12.9757 12.1356 11.641 2.09794 1.79323 11.07 4.25623 3.68755 10.7179 10.0115
internal_count=3910 592 3318 3122 2673 2547 2437 2414 2368 2003 1973 1862 1688 1520 1474 1268 1235 1051 168 865 722 671 633 143 139 563 206 176 555 526
is_linear=0
shrinkage=0.00348893


Tree=314
num_leaves=31
num_cat=0
split_feature=482 1 484 159 14 3 4 52 0 42 41 3 131 454 1186 1186 43 3 1429 150 42 133 457 1374 0 47 13 15 122 40
split_gain=0.385603 0.410084 0.418715 0.402587 0.401367 0.455134 0.509643 0.386832 0.392612 0.381821 0.370735 0.367095 0.360472 0.337627 0.350831 0.470497 0.425 0.49074 0.471419 0.391436 0.374126 0.417073 0.389606 0.6367 0.722645 0.740412 0.443384 0.359283 0.322231 0.381859
threshold=0.099580000000000016 0.10113500000000002 -0.0043499999999999988 -0.034019999999999988 0.077685000000000018 -0.15121499999999996 -0.48072499999999996 -0.42985499999999993 -1.0000000180025095e-35 -0.11403999999999999 0.083565000000000014 0.10223 0.10100500000000001 -1.0000000180025095e-35 0.091570000000000026 0.085080000000000003 -0.077544999999999989 -0.078669999999999976 0.084710000000000021 0.11790500000000002 0.091590000000000019 0.091290000000000024 0.68051500000000009 -0.094679999999999986 -0.22384499999999996 0.09550500000000002 -0.09547499999999999 0.41173500000000002 0.10299000000000001 -0.012844999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 6 -5 -3 28 -7 12 -1 13 -11 15 16 17 -15 19 20 21 22 23 -18 -25 26 -26 -28 29 -9
right_child=-2 7 3 4 -6 9 -8 8 -10 10 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0027816313554328729 -0.0025682488800523175 -0.0027419266450850618 -0.0027703939951567516 -0.00078206583737089471 -0.002768772352063385 -0.0027476995908657792 0.0024723901407887883 0.0018112281693604575 0.002511940790448009 -0.0028255743004506964 -0.0027565536505617986 0.001475674123376614 -0.0027540754292488877 8.701204929317581e-05 -0.0027919722396784244 0.0024556188215261788 -0.0030818697178585045 0.0019657950674848526 0.0022805727193104383 0.0029110167712338032 -0.0026171002587968501 0.001336526195559649 0.0024325348135168499 0.0011828547282483148 -0.0001277791728381507 0.0022849508049542964 -0.002128036556321647 0.003072146770590688 -0.0024566365902774297 0.0002056182003347693
leaf_weight=0.81003856626922299 0.45509026263607566 0.28435063658980553 0.43516794318567065 0.54635173699352879 0.41522267015534353 0.42258589985432493 1.0189577633282301 1.2661105756997102 0.65345442714169522 0.30758099677043382 0.38796620455104758 0.18364049564115703 0.36071382652153339 3.2786988427687902 0.31424459227128032 0.60683285363484252 0.76484428450932096 1.4966560783214102 0.49095186562044624 0.24865297414362508 0.6019649904919796 0.91274161124601949 0.29844183474779118 1.5146450467873496 1.52114731841722 0.46741716476390127 2.7669647699802944 0.10181511193513859 0.29634514916688282 8.092337006761225
leaf_count=468 133 115 179 13 76 130 48 216 126 33 51 11 176 385 38 20 11 89 39 7 296 32 2 35 63 27 585 1 10 495
internal_value=0 -4.7328e-05 -0.000273834 -0.000185136 -0.000125439 -6.5886e-05 0.00133646 0.000386204 0.000472493 -0.000196045 -0.000130464 -0.00199484 -6.70026e-05 -5.24079e-06 5.11403e-05 0.000110419 1.20331e-05 0.000675846 -0.000315116 -0.000453654 -0.000547133 -0.00039787 -0.000610782 -0.000738045 -0.00045671 -0.000967969 -0.00131432 -0.00194348 0.000334459 0.000422842
internal_weight=0 30.8668 20.2742 19.2806 18.8454 18.4302 1.56531 10.5926 10.3082 16.8649 16.4423 0.993679 16.0543 15.6936 15.386 15.0718 14.4649 4.77535 9.68959 9.19864 8.94998 8.34802 7.43528 7.13683 6.37199 4.85734 4.38993 2.86878 9.65479 9.35845
internal_count=3910 3777 2815 2336 2157 2081 61 962 847 2020 1890 479 1839 1663 1630 1592 1572 474 1098 1059 1052 756 724 722 711 676 649 586 721 711
is_linear=0
shrinkage=0.00271869


Tree=315
num_leaves=31
num_cat=0
split_feature=1456 151 1213 11 1 0 48 147 475 157 51 129 43 48 52 48 1 12 3 52 484 457 42 403 48 43 12 3 151 49
split_gain=0.363404 0.399517 0.363528 0.365801 0.408615 0.425335 0.381846 0.409924 0.357336 0.349213 0.344797 0.408909 0.339409 0.359253 0.478291 0.398978 0.339175 0.446027 0.400419 0.479272 0.33356 0.510742 0.46516 0.410046 0.352761 0.343659 0.551129 0.457613 0.455935 0.394476
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 0.088315000000000018 0.10420500000000001 -0.017269999999999997 -0.088799999999999976 1.0000000180025095e-35 -0.086004999999999984 -0.084354999999999986 -0.10145999999999998 0.093990000000000004 -0.27619499999999997 0.12862000000000004 0.024145000000000003 0.091555000000000011 0.13026000000000001 0.11742500000000002 0.11818000000000002 0.26391000000000003 0.084750000000000006 -0.0015249999999999997 0.081685000000000021 -0.084084999999999979 -0.064549999999999982 -0.077544999999999989 0.089995000000000006 0.10666500000000002 0.056555000000000001 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 9 6 -6 12 -2 -4 -11 20 -8 15 -15 16 17 18 19 -14 21 24 -22 -23 -12 -25 28 -28 29 -27
right_child=2 -3 3 -5 5 -7 7 -9 -10 10 11 -13 13 14 -16 -17 -18 -19 -20 -21 22 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.00094920244712375773 0.0036673756175406376 -0.0036100052978627695 -0.0028852657864917547 -0.0017746331050483826 -0.0025198017102231207 0.0034865341686966438 -0.0030009239928448336 0.0036624952133765313 -0.00297359658932142 -0.0025490031217978654 0.0028156693579276708 -0.0036612807424541167 0.0020171750290588755 -0.0027277740440409554 0.0017037888459465011 0.0030018907442332272 0.0022685772273454024 -0.0040213785392626787 -0.0017074285617140123 -0.0035556978863057849 0.002547384690942098 -0.0029978567067187357 -0.0020424271862479288 0.00098077073683994578 -0.0033937688834088297 0.0022465547996057692 -0.003181470261001634 0.00010456907914349747 -0.0025313812177677423 0.00010501483461481001
leaf_weight=0.36241654053446837 0.11656132340431213 0.73907841279288067 0.57738406932914088 1.3321205389511295 0.48216139245778311 0.67640678718453084 0.33216665685176838 0.56363536085700605 0.85046346322633937 0.68511870643125306 0.13409004890127108 0.37259957063360971 1.6156602514674894 0.78571442118845858 0.50693870522081852 1.1047222339548168 1.1048725444707086 0.31802248652093101 0.77312258112942789 0.22208444273564953 1.3509153062768735 0.51732286150219664 0.35219867946580041 4.9078545451921078 0.84648468397792243 1.445335534634079 1.2264534335699866 0.9526704242452978 0.6385120810009538 4.404747740540115
leaf_count=41 4 328 204 143 24 145 13 63 551 210 10 88 148 43 20 85 132 13 30 23 58 378 74 367 118 34 266 15 17 265
internal_value=0 -0.00210992 -2.86709e-05 4.47895e-05 0.000134899 0.000780689 0.000546315 0.000748086 -0.00217312 -0.00016273 -7.45885e-05 2.42656e-05 0.000505207 0.000686297 -0.000989852 0.00110795 0.000589264 -4.4227e-05 0.000440219 0.00134371 0.00010612 -6.24696e-05 0.00159823 0.000110239 -0.00254465 0.000228679 -0.000197172 -0.00174488 0.000322608 0.000634109
internal_weight=0 1.10149 29.1963 28.2293 26.8972 8.48551 7.8091 7.32694 0.967025 18.4117 17.8343 17.1492 6.7633 6.43114 1.29265 5.13848 4.03376 2.92889 2.61087 1.83774 16.7766 15.0735 1.70311 14.0929 0.980575 13.5756 8.66772 2.17912 6.4886 5.85008
internal_count=3910 369 3541 2986 2843 739 594 570 555 2104 1900 1690 507 494 63 431 346 214 201 171 1602 1470 132 1342 128 964 597 281 316 299
is_linear=0
shrinkage=0.00355697


Tree=316
num_leaves=31
num_cat=0
split_feature=1 50 2 158 16 0 0 51 52 4 15 133 49 42 1186 16 1429 159 160 42 124 133 48 148 47 1212 123 4 49 4
split_gain=1.55999 0.857094 0.826012 0.743966 0.739721 0.703368 1.03529 0.730886 0.70811 0.708357 0.693842 0.689153 0.67135 0.653881 0.647865 0.64323 0.632573 0.614608 0.723135 0.649072 0.710622 0.605743 0.596363 0.564856 0.555053 0.542814 0.588655 0.540733 0.523923 0.91482
threshold=0.10113500000000002 0.088425000000000017 0.14808000000000002 0.084965000000000027 0.050115000000000007 -0.077944999999999987 -0.099864999999999995 -0.10145999999999998 0.11401500000000002 -0.49837999999999999 0.15086500000000003 -0.26719999999999994 -0.088329999999999978 0.093535000000000021 0.085080000000000003 0.31524000000000002 0.084710000000000021 0.085280000000000009 -1.0000000180025095e-35 -0.13165499999999997 -0.50873999999999986 -0.036599999999999987 0.11930500000000001 -0.080629999999999993 0.08801500000000001 -0.50114499999999984 0.11662000000000002 0.15927500000000003 -0.047309999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 11 6 12 -7 9 15 14 -2 -1 -11 -8 -9 28 18 -13 -20 -21 -10 23 -22 -25 -3 -27 -24 29 -14
right_child=2 25 -4 -5 -6 7 10 8 21 13 -12 17 16 -15 -16 -17 -18 -19 19 20 22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.001104916540479755 -0.0017874451383299765 0.001245274636502727 0.0014864684196346149 -0.00129710655640283 -0.00043940715088067943 -0.0014576200066520135 -0.0011613991589626094 -0.0014203722012618967 0.0014946262044265018 0.0010712339775091363 0.00091554015721316767 -0.00065244034748540396 -0.00014558896387266497 -0.00060513060086474907 0.00044298717785587162 0.00069228006208193929 0.001497658007270794 0.0015451012373838707 -0.0014578658644461215 -0.0015519418397483636 -0.0007798915470613435 -0.0015716692552417426 0.00084481066890245728 0.0016563560712059733 0.00043452250295080043 -0.0017285558711427362 0.0018524879011115 -0.0010171054422365043 -0.00034415144579143443 0.0017505193636527039
leaf_weight=1.4960192553699023 0.40254751464817573 0.22159094596281681 1.4640816733008239 1.9154953108518373 4.291407555982004 0.71063185192178835 6.6868933255900629 0.88556573819368967 0.23331475054146722 4.5785007764352512 0.59000510908663262 1.7917888825759263 2.0753274057060467 0.778200372471474 0.80623258464038361 0.77033231686800718 0.85871595330536443 1.3237627602647979 0.43918996397405585 0.39365715812891267 0.43079713918268137 0.87431515019852646 0.91792541183531262 3.1351026797201653 1.6079478580504654 2.2587007409310895 0.139312483370304 0.8670440036803484 5.4211002817610296 1.1199023094959555
leaf_count=54 23 9 139 281 284 144 1097 23 11 189 10 77 33 89 43 18 17 96 8 10 23 114 21 237 37 545 2 32 221 23
internal_value=0 -0.000359347 0.000272212 -0.000277841 0.000158261 -0.000207825 -0.000390631 0.000186611 0.000330504 0.000528932 -0.000849773 0.000385041 -5.23493e-05 0.000827698 -0.000988773 -0.000437555 0.000113841 0.00046522 0.000316056 0.000538774 0.00065804 -0.000925775 0.000783058 0.00107378 0.00124214 -0.00128656 -0.00152052 -5.961e-05 -2.40722e-05 0.000518982
internal_weight=0 32.4202 17.0653 29.8006 15.6012 27.8851 19.0542 8.83086 8.12023 7.0126 8.08313 11.3098 10.9711 5.3567 7.49313 1.6559 9.47505 10.9072 9.58345 7.79166 7.35247 1.10763 6.95882 5.17385 4.74305 2.6196 2.39801 1.78497 8.61633 3.19523
internal_count=3910 2923 987 2367 848 2086 1498 588 444 319 1150 564 348 278 1140 41 294 541 445 368 360 125 350 297 274 556 547 53 277 56
is_linear=0
shrinkage=0.00169074


Tree=317
num_leaves=31
num_cat=0
split_feature=14 9 3 38 1455 401 1373 1425 4 480 42 42 1365 156 43 33 13 376 133 151 158 151 0 13 457 474 160 150 16 48
split_gain=0.342029 0.376694 0.351708 0.630344 0.364015 0.338723 0.328554 0.332749 0.390231 0.332309 0.349552 0.485294 0.431183 0.360442 0.336931 0.333917 0.344018 0.357264 0.345545 0.426458 0.482444 0.452723 0.396453 0.380374 0.489676 0.370263 0.367969 0.60222 0.580211 0.47173
threshold=0.077685000000000018 -0.016839999999999997 0.30601500000000009 0.13790500000000003 -1.0000000180025095e-35 0.10072000000000002 0.11103 1.0000000180025095e-35 0.50657000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082904999999999993 1.0000000180025095e-35 0.10477500000000002 0.50266500000000003 -0.007134999999999999 -0.5337599999999999 1.0000000180025095e-35 0.093845000000000026 0.056555000000000001 0.091215000000000018 0.079335000000000017 -0.11287999999999999 -0.45122499999999993 0.097740000000000007 0.088410000000000002 -0.10117499999999999 -0.22988499999999998 0.18936500000000003 -0.09386499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 9 10 11 -6 13 14 15 -12 -17 18 19 20 25 -21 -23 -20 -25 26 27 -18 -29 -28
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 16 17 -19 23 21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.0035971805251779664 -0.0024183686609139895 -0.0035051235397683652 0.0035011255894429765 -0.0035945552002591887 -0.00023027956869480293 -0.0034927043394228593 -0.0034611101537225918 -0.0038437732148384174 0.0025062002879335651 -0.0027946774814574574 -0.0025752423531640025 -0.0028318386577629797 -0.0028450052713188548 -0.0029396606371030931 -0.0036058240954429371 -0.0031854861691570234 0.0038683074186531955 0.0031609558368226082 0.0031800097215044692 -0.0026517477460640984 -0.0019875918581179052 0.0026843619267323876 -0.0010939222424711447 -0.0026488019595409329 0.0035425737679086315 -0.0022122714678728048 -0.0028517135179950566 -0.0034131188805711092 0.0037235174004604668 0.0013711750057617737
leaf_weight=0.33650952205062523 0.74280166791868296 0.38234320245102438 0.72262861952185531 0.1889710184186697 3.6932068397873081 0.34896786503668309 0.3362015406601121 0.2695827143616033 0.73370614199666206 0.51800008610007253 0.43969794176523791 1.1175388427509663 0.54100956924958055 0.40631267886783362 0.25398720195516844 0.30237365234646674 0.25952387601137161 0.59941651881672342 0.21139325853437174 0.9291904058773065 0.69641993976256422 0.5687911433633418 0.799171382852364 1.1399561383441312 0.17651171714533109 0.42472878543776538 0.32552877091806287 0.74356906986216198 0.16690129146445543 11.42706791267833
leaf_count=119 126 187 137 6 465 176 19 93 118 258 32 427 70 97 14 5 4 67 5 16 116 24 49 298 6 99 17 131 3 726
internal_value=0 -4.13404e-05 -8.39686e-05 0.00203022 -0.000153268 -0.000106545 -6.29085e-05 -2.01887e-05 1.87466e-05 -5.21563e-05 4.16794e-06 -0.000834623 0.00020186 0.000284817 0.000352127 0.000404457 0.000474256 0.000534176 0.000446059 0.000593144 0.000819146 -0.000788528 0.000477067 -0.00112705 -0.00181866 0.000965592 0.00107004 -0.000779928 -0.00210488 0.00125421
internal_weight=0 29.0592 28.7227 0.9116 27.8111 27.4288 27.0798 26.7436 26.474 25.7403 25.2223 4.81075 20.4116 19.8705 19.4642 19.2102 18.7705 18.4682 17.8688 16.3409 14.0437 2.29715 1.36796 1.52786 1.31647 13.3473 12.9226 1.16999 0.91047 11.7526
internal_count=3910 3784 3665 143 3522 3335 3159 3140 3047 2929 2671 892 1779 1709 1612 1598 1566 1561 1494 1185 1096 89 73 309 304 980 881 138 134 743
is_linear=0
shrinkage=0.00345906


Tree=318
num_leaves=31
num_cat=0
split_feature=12 484 42 1 160 403 42 43 51 1 157 3 38 52 158 39 4 0 52 42 403 15 16 16 4 15 48 15 0 0
split_gain=1.68439 1.3947 1.43274 1.22118 0.980856 1.04886 1.00836 0.88776 0.976733 0.939565 0.877789 0.877311 1.23843 0.90058 0.82822 0.810775 0.699652 0.988895 0.835723 0.679366 0.937456 1.41996 0.736544 0.656919 0.62641 0.851307 1.33316 0.665034 0.827043 0.782899
threshold=0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 -0.096329999999999985 0.092300000000000007 0.09901500000000002 -0.044024999999999988 -0.40274499999999996 0.091035000000000019 -0.083874999999999991 0.30601500000000009 0.13790500000000003 -0.072349999999999984 0.085110000000000005 -1.0000000180025095e-35 -0.52333999999999992 -0.070894999999999986 -0.42035499999999998 -0.088669999999999985 0.03138500000000001 0.085120000000000015 -0.25582999999999995 0.032820000000000009 -0.084009999999999987 -0.029114999999999999 0.094275000000000012 0.090325000000000003 -0.11756999999999999 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 19 4 5 -4 10 8 -1 -10 -6 13 -13 -9 16 -15 -12 23 -19 20 22 -22 -3 24 -18 26 -26 28 -27 -29
right_child=1 2 3 -5 6 -7 -8 11 9 -11 14 12 -14 15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-0.0017120857212675248 -0.0014928581345501225 0.00075582181160009133 -0.0016169760538780249 0.0013384553337620864 -0.0015994288375951794 0.0016202947675250413 -0.00098358339385284563 -0.00069671396925546165 -2.8635221945770657e-05 0.0012175468108684311 -0.0018204146830096595 0.0014109918786548077 -0.0017096088361511891 -0.0015760823162436544 -0.0014203750203353603 0.0001814042993284124 0.0016933152186329556 -0.00085007423788522858 0.0011807080921574526 -0.0015475372156143149 -0.0014208118169550805 0.0017613645351522199 -0.0015143524210286744 -0.0011550805179248174 0.0012068066252264552 0.00082000708870138769 -0.00083355036823269007 -0.0017291724629272434 -0.0015687715474684942 0.00072061732309291657
leaf_weight=0.42186300107277919 2.6554171707248342 0.43666422390379045 1.9244211626937713 1.3930470165796567 0.75327226775700218 0.28966310340911139 2.6507810315815723 5.2301073306007373 2.3554615234024849 4.3010789335239679 0.40289281122387777 1.9330225717276328 0.38336333632469166 0.69865268142894876 0.79664665996097106 12.036466404097142 0.621631309855739 0.58652873360551883 3.8954207357018698 2.7188763573067325 0.58852085424587108 0.88052968063857406 2.0349603504873817 1.0754228488076485 2.6362613323144726 0.46311272494495881 1.1600770242512224 0.41485757287591685 1.7140080805402038 1.570341348997317
leaf_count=9 530 15 296 63 131 5 288 170 69 305 7 141 6 29 50 322 15 88 65 482 49 25 255 91 63 7 36 10 223 65
internal_value=0 -0.000392653 -0.000291939 -9.9521e-05 -0.000195113 -0.00119345 -7.71699e-05 0.000144648 0.000628256 0.000776577 7.21547e-05 -2.41341e-05 0.00089453 -0.000142584 0.000154253 8.4988e-05 0.000240524 0.000299256 0.00091495 -0.000937663 -0.000516879 0.000486543 -0.00111328 1.34652e-05 0.000159927 4.01573e-05 0.000583319 -0.000455245 -0.00106064 0.000208672
internal_weight=0 31.6634 29.0079 22.3484 20.9553 2.21408 18.7413 27.36 7.0784 6.65654 16.0905 20.2816 2.31639 17.9652 15.3372 12.7351 14.5406 14.1377 4.48195 6.65955 3.94068 1.46905 2.47162 9.65571 8.58029 7.95866 3.79634 4.16232 2.17712 1.9852
internal_count=3910 2859 2329 1503 1440 301 1139 1051 383 374 851 668 147 521 720 351 670 663 153 826 344 74 270 510 419 404 99 305 230 75
is_linear=0
shrinkage=0.00158606


Tree=319
num_leaves=31
num_cat=0
split_feature=1 4 39 51 147 3 4 52 16 16 4 2 48 0 52 15 4 12 133 51 42 124 122 16 403 4 48 16 151 3
split_gain=1.67104 1.36553 1.10361 0.979105 0.907468 1.07312 0.997017 0.733515 0.76227 0.756881 0.687846 0.665146 0.805298 0.780762 0.662852 0.626325 0.687088 0.616668 0.675881 0.710102 0.560477 0.558026 0.548999 0.532961 0.507564 0.498315 1.41331 0.469497 0.639513 0.794805
threshold=0.085835000000000009 -0.15333499999999997 0.005105000000000001 -0.40274499999999996 1.0000000180025095e-35 0.16699000000000003 -0.034289999999999994 0.41469000000000006 0.070590000000000014 0.67964000000000013 -0.49837999999999999 0.082715000000000025 0.087945000000000009 1.0000000180025095e-35 0.10433000000000002 -1.0000000180025095e-35 -0.08422499999999998 0.095295000000000019 -0.10870499999999998 0.032485000000000007 0.10056500000000002 -0.52484999999999993 0.089350000000000013 -0.055679999999999993 -1.0000000180025095e-35 0.0057500000000000008 0.12738500000000003 -0.09601999999999998 -0.0074049999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 5 7 -6 8 11 20 14 13 27 23 -1 -3 -17 18 -18 24 -10 -5 -23 -2 -20 -14 -27 -13 -29 -30
right_child=2 15 3 21 6 -7 -8 -9 9 -11 -12 12 25 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0015937794434391426 -0.00037711141244252373 -0.0011739130397156381 -0.001932960404399074 -0.0016002564305269227 -0.0012409068125755916 0.0013458171940279862 0.0014957823242020181 -0.0018780687326619854 -0.0018737901755745742 0.0015767116755334974 0.00083122345233969605 0.0017539074966702014 -0.0010405482906771847 0.0016850295042286655 0.00063302730056239863 -0.0015957458650113581 -0.001862723880379807 -0.0015362969452503714 -0.001176566331806891 -0.0020150481457466792 0.00062760100805570496 0.0014930596491612191 -0.0006783761192787973 -0.0017489983377324671 0.00071638046947697712 0.0010811271812413681 -0.0015428108577944357 0.0016534636138402874 0.0011250690596866688 -0.0013410975409227437
leaf_weight=0.98424052214249946 4.0383307597949267 7.1324365513282837 0.36910662800073613 0.23409680183976878 0.55125738540664349 1.5240517491474737 2.3276513698510817 0.88449100469006126 1.8624840260017661 0.31104241451248515 3.2025356577942174 1.4088941558729855 1.5990183409303425 0.50374692399054755 0.82077587454114109 1.377748637460172 0.54816923063481215 0.94502560677938152 0.53867105260724191 0.41365771507844318 0.35746951517648984 4.2615819441853082 0.42907536216080178 1.2389735763426939 3.9655252087395612 2.0853012544102971 1.0251197228208182 0.96062019793316711 0.81269839592277993 0.94779281318187569
leaf_count=56 307 1018 10 6 20 130 107 110 234 13 91 49 36 26 19 333 114 172 180 44 10 343 13 156 173 31 37 19 34 19
internal_value=0 -0.000504691 0.000189911 0.0009414 1.26177e-05 -0.000128552 0.000971757 -0.000253137 -0.00016934 -0.00109646 0.0003221 -8.84381e-06 0.000306777 -0.000491439 -0.000581207 -0.000782162 -0.000423424 -0.000171489 6.44736e-05 0.000279289 -0.001471 0.00115683 0.00129443 -0.000699195 0.000489997 -0.000210417 0.00021634 0.000896531 0.000452613 -0.000202637
internal_weight=0 19.9288 27.7328 5.29386 22.4389 19.56 2.87891 18.036 17.1515 2.531 5.00755 14.6205 8.83944 5.78105 1.80502 14.9212 7.7888 6.41105 5.46602 4.91785 2.21995 4.92475 4.69066 5.2773 4.5042 4.70944 3.11042 4.13001 2.72111 1.76049
internal_count=3910 2200 1710 372 1338 1211 127 1081 971 257 166 714 225 489 75 2034 1016 683 511 397 244 362 356 463 353 104 68 121 72 53
is_linear=0
shrinkage=0.00182977


Tree=320
num_leaves=31
num_cat=0
split_feature=4 12 15 151 484 1213 1 50 47 147 160 0 42 52 1212 52 403 4 160 1186 128 14 132 376 133 13 4 0 14 12
split_gain=2.33867 1.52986 1.35668 1.32492 1.01675 1.20179 1.39505 1.0139 0.947517 0.94448 0.923489 1.23898 1.12364 1.36979 1.10863 0.95665 1.00247 0.876999 0.854438 0.799075 0.791722 0.79063 0.795576 0.897804 1.32644 0.956969 0.912419 0.796111 0.717592 0.675254
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 0.14390500000000003 0.096475000000000019 0.088565000000000019 0.031805000000000007 -0.077944999999999987 0.09901500000000002 -0.42035499999999998 -0.50114499999999984 0.11401500000000002 0.092300000000000007 0.15927500000000003 0.10150000000000002 0.085080000000000003 0.084980000000000014 0.077685000000000018 0.080815000000000012 0.048375000000000008 -0.069944999999999993 -0.10939499999999998 -0.44477499999999992 -0.017269999999999997 -0.46879999999999994 -0.12394999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -2 -3 -6 10 8 28 20 11 14 13 -13 -7 -15 -17 19 -12 -16 21 22 23 24 -1 29 -27 -28 -5 -26
right_child=3 4 -4 7 5 6 -8 -9 -10 -11 18 12 -14 15 17 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0012804076383488693 -0.0011119986247716941 -0.0011113958144487368 -0.00090194589368097734 7.9049842327284022e-05 -0.0010748204116453337 0.0018927953773099887 0.0011213562568138603 -0.0012740396434347764 -7.8883010178089027e-05 0.001202540429221826 0.00054137377454989617 -0.0012083244257510778 -0.0012413628531029578 0.00055433911418640474 -0.0010858414400131548 -0.001303207574421091 0.0011250449619528806 -0.00016539331294406184 -0.00062780881734914409 8.6194327031908344e-05 -0.001251187069915024 -0.0011584857945930445 0.00080491939021069782 0.00064395595438113454 -0.0003349304919242169 -0.00099190800835811054 -7.8070749418611724e-05 0.0011721219157353449 0.001167937333891576 0.0010952407118208769
leaf_weight=1.2247471455484866 0.70022850669920433 2.6939507398055893 2.3060941636795169 1.0790653664153067 2.8554877726128387 0.23267877101899515 1.00897942110896 0.38808139599859703 1.6644860683009026 0.98583436105400224 2.9674967024475327 0.98225823626853515 1.0219744156347585 4.7992930100299365 7.0057646994246117 0.88019964029081144 0.33564900700002909 2.7679789029061794 1.278120379662141 0.94335412210784841 0.6922125187702467 0.75554215861484308 2.0017741532064965 2.8376976270228615 0.64644184801727567 1.4928002143278902 12.917427860200421 0.77146687265480274 4.3603740329854173 1.7469612490385937
leaf_count=61 20 435 137 47 502 1 30 9 40 32 75 158 140 139 797 73 6 52 73 31 35 32 59 122 15 71 329 18 310 61
internal_value=0 -0.000221641 -2.30278e-05 0.000460626 -0.000410955 -0.000341272 -0.000254802 0.000607609 0.000710402 5.47107e-05 -0.000314613 -0.000427419 -7.03988e-05 0.000100621 -0.000688893 0.000314369 -0.000632861 -0.000744945 0.000189398 -0.000946751 9.60498e-06 4.53804e-05 8.38575e-05 1.71492e-05 -7.74627e-05 6.36636e-06 -0.000104398 -7.61347e-06 0.000951926 0.000708961
internal_weight=0 58.1522 28.379 8.19224 29.7732 27.0792 24.2237 7.49201 7.10393 26.0729 23.2148 18.9692 8.01937 6.9974 10.9498 6.01514 1.21585 10.7171 4.24562 7.94912 25.0871 24.3949 23.6393 21.6375 18.7998 17.5751 15.1817 13.6889 5.43944 2.3934
internal_count=3910 3484 972 426 2512 2077 1575 406 397 835 1545 1397 516 376 881 218 79 880 148 828 803 768 736 677 555 494 418 347 357 76
is_linear=0
shrinkage=0.00119551


Tree=321
num_leaves=31
num_cat=0
split_feature=4 12 48 484 42 160 158 1 42 157 43 1186 403 50 15 1 16 15 47 16 4 4 47 0 2 2 52 4 42 133
split_gain=2.59253 1.58475 1.043 0.985224 1.12863 0.99241 0.901552 1.05504 1.14511 1.08593 0.854975 0.848118 0.836991 0.791503 0.765083 0.9158 0.948286 0.929987 0.915158 0.737053 0.736459 1.04818 0.699352 0.989646 0.691239 1.02862 0.800237 0.82108 0.685997 0.84939
threshold=0.28937500000000005 0.051320000000000005 0.11930500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096329999999999985 0.085110000000000005 0.12263000000000002 0.09901500000000002 -1.0000000180025095e-35 -0.15648499999999999 0.090650000000000022 0.092300000000000007 0.11901000000000002 0.17176000000000005 0.094485000000000013 -0.091624999999999984 -0.008624999999999999 0.093315000000000023 0.15737500000000001 -0.51381999999999983 -0.084009999999999987 0.094695000000000015 -0.22851499999999997 0.10393500000000001 0.097360000000000016 0.15091000000000002 0.15927500000000003 -0.088669999999999985 0.10599500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 13 -3 28 12 7 8 9 -7 -11 -10 -6 -2 15 17 -17 22 -18 -19 -12 -22 23 -1 25 26 27 -23 29 -5
right_child=2 3 -4 4 5 6 -8 -9 11 10 20 -13 -14 -15 -16 16 18 19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00016701084104413404 0.0010709539440471648 -0.0013771958788709791 -0.0007154561385627284 -0.00089743901981206105 -0.0015213492137922497 -0.00099806408479437671 -0.0015723676142136646 0.0013741390364646223 -0.0015530648813874837 0.0014980020622099757 -0.0017149156027743545 0.0011774901030788415 0.0012678044942443336 -0.00065579780844159986 -0.0012432278547418601 -0.00031591367782048054 0.00099055518837217241 0.00058708317154810338 -0.00018601112585747213 -0.00068564853092136489 0.0010031499863496181 -0.00060100974985807885 0.00078601691764869992 -0.0013527914342560832 -0.0013818714472732634 0.0012039387214229408 0.0013686216787708926 0.0011229362240047797 -0.0015228396359905426 0.00083873454568343447
leaf_weight=3.504440463613721 5.9956714955624184 2.4892262732610133 1.0337006803601978 3.0035039898939435 1.9353734906762938 2.044487851439059 0.90384480613283713 1.1064149178564537 1.8034124253317707 1.0092886667698753 0.49935123790056657 0.29645767714828242 0.27504004025831807 0.65951807517558325 1.0007218844257284 2.8844669326208532 5.7689424469135684 4.2273500468581942 1.9901707600802181 1.3416732808109371 2.4648731894558393 5.0819973396136806 0.79760212684050191 2.8618875121464957 0.85229441337287415 1.3901067620608953 0.64254812244325865 0.70403747260570515 2.664757141727029 0.79836327373050142
leaf_count=54 370 524 38 277 296 226 60 34 262 14 8 6 6 18 34 70 219 104 55 49 64 351 18 122 42 25 16 9 479 60
internal_value=0 -0.000245482 0.000682675 -0.000475917 -0.000394265 -0.000226042 -0.000114546 -4.09151e-05 -0.00013417 1.35602e-05 0.00017713 -0.00116757 -0.0011743 0.000899836 3.77769e-05 9.26152e-05 0.000416497 -0.00017812 0.000688772 0.00028046 6.25514e-05 0.000142256 -0.000534607 -0.000700061 -0.000102467 3.6997e-05 -0.000215341 -0.000391242 -0.000940807 -0.000532856
internal_weight=0 54.3426 7.68889 29.9654 27.4762 21.0095 18.7991 17.8953 16.7889 14.689 12.6445 2.09987 2.21041 6.65519 24.3773 23.3765 10.6436 12.733 7.75911 5.56902 11.6352 11.1359 7.16393 6.36633 8.67098 7.81869 6.42858 5.78603 6.46662 3.80187
internal_count=3910 3484 426 2759 2235 1419 1117 1057 1023 755 529 268 302 388 725 691 344 347 274 153 515 507 194 176 443 401 376 360 816 337
is_linear=0
shrinkage=0.00149608


Tree=322
num_leaves=31
num_cat=0
split_feature=1 12 51 40 3 0 457 1 2 51 4 52 3 2 48 4 48 15 403 3 133 12 12 15 49 150 39 52 3 12
split_gain=2.59813 1.21662 1.21713 1.27565 1.21687 1.14205 1.0264 1.00913 1.13547 1.32389 0.957111 1.0834 0.806923 0.985574 0.748393 0.714922 0.816176 0.706501 0.788594 0.865913 0.902952 0.729072 0.667487 0.642445 0.694404 0.636491 0.67106 0.604764 0.602252 0.678743
threshold=0.094485000000000013 -1.0000000180025095e-35 -0.40274499999999996 0.34489500000000001 0.16699000000000003 -0.060094999999999989 0.081330000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.08955500000000001 -0.49837999999999999 0.10433000000000002 -0.097214999999999982 0.10869000000000002 0.11462500000000002 0.22584000000000001 0.11930500000000001 0.083935000000000023 -1.0000000180025095e-35 -0.091594999999999982 -0.10870499999999998 0.095175000000000023 0.099170000000000022 -0.008624999999999999 -0.0090499999999999973 -0.099594999999999975 0.14706500000000003 0.13709500000000002 0.11476000000000001 0.11999500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 6 7 15 17 22 23 11 -7 -12 -14 -8 25 27 -1 -19 -20 -21 -22 -9 24 -10 -3 -27 28 29 -17
right_child=1 4 3 -5 -6 10 14 8 9 -11 12 -13 13 -15 -16 16 -18 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011180849263560983 -0.0016581139156127997 0.0012575824177427763 0.0012215863348283946 -0.0016380550416087015 0.0013455330371186663 -0.0014729246681230632 0.001296272455918176 -0.0010410042639712228 0.00052049163112108474 -0.0012175706734468717 0.0010204162806855416 0.00065603737108172009 0.00057246677884539615 -0.0016167215367594876 -0.00052324943410496751 0.0012127820387077745 -0.0012924538246451445 -0.0015473654813386467 -0.0016054882804209928 -0.0015705668109198979 0.00076492824227308918 -0.0011164675283887584 0.0010135544198762675 0.0010807392038836357 -0.0010370775043752963 -0.00082476057067370123 0.001576681820924702 -0.00092809004683573084 -0.00046729675213952782 -0.00047109622265022671
leaf_weight=8.5006341150729003 0.43111299630254496 0.41236880514770913 5.4311255551874664 0.39792650379240502 1.5627802666276682 1.5180985683109613 1.9281958113424473 3.8660436464706418 2.1720578758977358 1.3279698241967706 2.9601386757567525 0.90787376882508386 1.337178259622305 0.77036551374476392 0.74482204392552365 2.7751816357485954 0.83522711228579272 1.2055225200019775 0.81557767768390466 0.62496751500293601 2.8630259579513218 0.59052281896583725 0.41630064253695298 2.4800742620136593 0.99055488139856551 6.2015003192937002 0.28947873972356308 0.75709396973252285 1.0434443708509205 0.71566538093611587
leaf_count=987 10 9 383 8 80 80 67 404 43 49 64 19 24 109 10 96 28 463 59 100 136 43 20 83 40 414 16 22 21 23
internal_value=0 0.000259267 0.0008415 0.00102637 4.81626e-05 -0.000409809 -8.09534e-05 -0.000563411 -0.000216471 0.000167369 0.000120122 -0.000676201 0.000501333 -0.000227742 0.000789272 -0.000259475 0.000123853 -0.000830812 -0.000430458 -0.000155339 0.000134646 0.000443228 -0.000841274 0.000493306 3.26489e-05 -0.000599673 -0.000717663 0.000347413 0.000560384 0.000867567
internal_weight=0 23.5259 6.26017 5.82905 17.2658 33.3469 15.703 25.8533 11.253 6.97066 7.49365 2.42597 5.06768 2.10754 2.67302 13.03 6.12661 14.6003 6.09962 4.89409 4.07852 3.45355 4.28234 5.64269 3.16261 6.90335 6.49098 5.29139 4.53429 3.49085
internal_count=3910 1187 401 391 786 2723 706 2427 639 215 296 99 197 133 77 629 190 1788 801 338 279 179 424 166 83 439 430 162 140 119
is_linear=0
shrinkage=0.00154168


Tree=323
num_leaves=31
num_cat=0
split_feature=1 52 484 0 1446 4 43 39 403 51 150 3 4 3 2 3 48 50 2 133 2 2 1374 1 15 1429 133 3 47 48
split_gain=1.97803 1.41457 1.33152 1.25469 1.22905 1.18166 1.54694 1.15011 1.13027 1.00823 0.935716 0.926478 0.93612 0.837994 1.34568 0.817417 0.730194 1.10404 0.883442 0.693736 0.722278 0.890844 1.12338 0.912026 1.0714 0.803877 0.683366 0.896567 0.674296 0.59571
threshold=0.094385000000000011 -0.42985499999999993 -0.0043499999999999988 -0.060094999999999989 0.091520000000000018 -0.49837999999999999 -0.46376499999999993 0.005105000000000001 -1.0000000180025095e-35 -0.40274499999999996 0.081245000000000026 -0.084129999999999996 -0.082509999999999986 -0.097214999999999982 0.10869000000000002 0.31335500000000011 0.11930500000000001 0.11515000000000002 0.11542500000000001 -0.21767499999999998 0.086545000000000025 0.087005000000000013 -0.094679999999999986 0.085110000000000005 0.088190000000000004 0.079720000000000013 0.15580000000000002 -0.15464999999999998 0.084695000000000006 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 7 6 -5 10 -4 -9 15 26 -13 -7 -15 16 17 18 -3 -14 25 -22 -23 24 -24 -21 27 -10 -11 -12
right_child=1 4 3 5 -6 13 -8 9 11 28 29 12 19 14 -16 -17 -18 -19 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017824104130526003 -0.0018917796554149442 -8.3537167774417009e-05 -0.0015478127089854014 0.0014237361894424254 -0.0019585929410365611 0.0013848613736269228 -0.0015403177816643975 -0.0019802942714746835 0.00042937970323592671 0.0018517236889654108 0.0012264102398577927 0.0015120199298076836 -0.0018982079300270517 0.0010216562585416487 -0.0019704651280074404 0.0014755166079318193 -0.0012153553430256957 -0.0019457206978375496 0.0013808002387270854 -0.00099770848804303603 0.0020019922422489858 -0.0022565675294326571 -0.00087479971611370696 0.0012175563630450303 0.00078340251641179461 0.0016056168506976463 0.00080973793500035095 -0.0015892388861826687 0.00050874749667903594 -0.00062073436408318933
leaf_weight=2.3875776535132891 1.0395046302583093 7.7543101721676138 3.4072847565403235 0.86864916607737575 0.79059916746336867 3.3159875520505011 2.094846025807783 0.34194606170058239 0.92857189732603718 3.3244624654762438 3.6919252304360262 1.0877046161331296 0.87232101103291171 1.4068398806266471 0.83544886182062317 1.1011835834942747 2.0720953587442628 0.92833959078416306 1.7635261318646369 4.5037435692502106 0.80438694986514647 0.73757021967321978 3.4924920358462206 2.0679447511211038 2.2242285761749372 0.45547373848967243 0.63546761753968883 4.4179701220709857 2.1450091097503901 0.72911510244011868
leaf_count=484 144 243 740 9 35 58 68 8 38 280 139 20 128 23 94 88 50 71 68 231 18 11 226 33 108 11 16 399 60 9
internal_value=0 0.000242109 -0.000434167 -0.000339924 0.000332124 0.000280841 -0.000671505 0.000408052 -0.000546282 0.00113055 0.000175313 -0.000392758 -0.00016141 0.000788602 -9.31709e-05 -6.7e-05 -0.000202689 -1.81745e-06 0.000187785 -0.000281491 -0.000182771 0.000123418 -5.38946e-05 0.000154801 -0.000229636 -0.000758609 -0.00102105 -0.00123865 0.00132504 0.00092178
internal_weight=0 25.682 36.5445 34.1569 24.6425 8.52177 2.9635 23.8519 25.6352 5.81142 18.0405 22.2279 16.2459 5.55828 2.24229 13.6195 12.5183 10.4462 9.51784 15.1582 14.2858 9.32662 8.52224 7.78467 5.71672 4.95922 5.98201 5.34654 5.46947 4.42104
internal_count=3910 1195 2715 2231 1051 252 77 1016 1979 348 668 1239 786 175 117 520 432 382 311 766 638 396 378 367 334 242 453 437 340 148
is_linear=0
shrinkage=0.00186744


Tree=324
num_leaves=31
num_cat=0
split_feature=1 0 4 2 39 51 457 147 48 132 48 16 0 13 15 47 131 42 3 40 15 457 151 49 16 15 15 16 157 3
split_gain=0.425368 0.632103 0.489018 0.490291 0.477736 0.554692 0.487247 0.449899 0.518571 0.423467 0.414509 0.465579 0.659408 0.414054 0.473279 0.409156 0.40432 0.34449 0.340354 0.451711 0.424625 0.333619 0.335364 0.542905 0.582985 0.446004 0.419713 0.377511 0.455572 0.377755
threshold=0.085835000000000009 -0.084074999999999997 -0.00027999999999999998 0.079395000000000007 0.005105000000000001 -0.40274499999999996 0.68051500000000009 0.089245000000000005 -0.098424999999999985 0.079995000000000011 0.091555000000000011 -0.083144999999999983 -0.060094999999999989 -0.094679999999999986 0.085595000000000018 0.084155000000000021 0.10340500000000001 0.22245500000000004 -0.083604999999999985 -1.0000000180025095e-35 -0.14676499999999995 0.53894500000000012 -0.087654999999999983 -0.073619999999999977 -0.072804999999999981 -0.095799999999999982 -0.10469999999999999 0.67964000000000013 -0.07686999999999998 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 9 -9 13 11 -3 -13 15 21 -2 -11 -16 -4 -20 -21 22 -15 -24 25 26 -25 28 -26 -30
right_child=4 10 18 -5 5 -7 -8 8 -10 16 -12 12 -14 14 17 -17 -18 -19 19 20 -22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=0.0015239441841689504 0.0020461971037712854 0.0011160011412094022 -0.0028293284385593215 -0.0030529920823563952 -0.0035589601374253254 0.0018804897133624897 0.0049818546348008056 -0.001879091905765565 0.0033597973312115017 0.0027829314369850894 0.0020904573982660842 -0.0030252506943667817 -2.4689541485398031e-05 0.001375892413638746 -0.0031379050470239991 -0.0010312878236419679 -0.0025940867755077125 0.0032044700044093683 -0.0029802514038607735 -0.0036459917290210427 0.0010263370207544294 -0.0036546270677137813 -0.0025673999932954682 0.00095961628733896929 0.0013097012720798868 0.0026026452373143264 -0.0030942866388314096 0.0034048058233934692 -0.001101822046648192 -0.0038438129540610448
leaf_weight=0.31223982246592497 1.3925249673193314 2.0459356679639313 0.63893068142351728 2.3009011993708555 0.23874320648610625 2.8387384257512158 0.22542084101587612 0.30167100694961846 0.83983107708627425 0.88912776682991423 1.0599488533916881 1.2005509389855431 3.0359600457595661 1.2015191705431734 1.2275092198979098 0.79845733946422104 0.20149950729683042 0.1095789624378084 0.51813586597563777 0.25495161570143032 2.2010138056066344 0.36460854113102037 1.326970707974392 1.042646129382774 0.66142331212176309 1.2144232110003881 0.4211931059835482 0.21503275108989317 2.2213520761579471 0.80374830297660071
leaf_count=30 130 149 79 740 10 362 3 22 78 84 82 631 199 58 331 43 39 2 52 45 193 7 52 51 98 53 15 13 222 37
internal_value=0 -0.000573323 -0.00137665 -0.0025061 0.000225316 0.00145851 -2.01877e-05 -9.42083e-05 0.00197529 -0.000261849 0.000107883 -0.000226609 -0.000874995 -0.000433933 -0.000709296 0.000924673 0.0017895 -0.00261813 -0.000559776 -7.22049e-05 0.000541307 -0.000439868 -0.00031118 -0.000567548 -0.000164233 0.0010671 -0.000206821 -0.00100949 -0.00126697 -0.00183035
internal_weight=0 13.5686 6.22617 2.61314 18.536 3.07748 15.4585 15.2331 1.1415 14.0916 7.3424 6.28245 4.23651 13.001 10.81 2.19098 1.09063 1.33709 3.61303 2.9741 2.45597 9.47292 9.10831 7.90679 6.57982 2.67826 1.46384 3.90156 3.68652 3.0251
internal_count=3910 2200 1139 770 1710 372 1338 1335 100 1235 1061 979 830 1112 939 173 123 333 369 290 238 606 599 541 489 119 66 370 357 259
is_linear=0
shrinkage=0.00342736


Tree=325
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 480 1213 453 15 2 15 150 1 156 48 52 484 1 48 4 2 51 2 0 1374 3 16 47 9 151
split_gain=0.385587 0.521746 0.446421 0.393557 0.405669 0.374908 0.380076 0.371338 0.366159 0.387104 0.388962 0.363796 0.422502 0.347089 0.388366 0.412155 0.360521 0.341421 0.493638 0.476313 0.430857 0.408502 0.390832 0.574822 0.42603 0.523269 0.45131 0.449666 0.465981 0.411611
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.092224999999999988 -1.0000000180025095e-35 0.08456000000000001 -0.082704999999999987 0.090755000000000016 -0.11739999999999999 0.10045500000000002 -0.23033499999999998 0.081245000000000026 0.11235500000000002 0.10691500000000002 0.09227500000000001 -0.42985499999999993 -0.21085499999999996 0.10080500000000002 -0.088799999999999976 0.22584000000000001 0.10251500000000001 0.08955500000000001 0.086545000000000025 -0.23029999999999998 -1.0000000180025095e-35 0.086245000000000016 -0.095109999999999986 0.09550500000000002 0.084755000000000011 -0.083559999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 7 6 -6 -5 9 -8 -11 12 -4 14 15 -10 -17 19 -19 21 -20 22 24 -24 -18 26 -26 28 -28 -25
right_child=2 -3 11 4 5 -7 8 -9 13 10 -12 -13 -14 -15 -16 16 17 18 20 -21 -22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=-0.002360353611318017 -0.002642287351728282 -0.0024760827867722204 -0.00057056429394924317 -0.0025871172160207047 -0.0030364733607890992 -0.0030482326604110554 -0.0025675399932186859 0.0033423170958956014 -0.0030669166815370822 -0.001828127598107394 0.0030004235470178589 0.0030835414666213596 0.0016735346673161585 -0.0027568341177116569 0.0011881326079612481 -0.0031629495804521373 -0.0031895308245511391 -0.0023822739805899251 0.00068565935592314103 -0.0028713190610298251 0.003091042876757931 -0.0020262468451050296 0.003558275390075946 -0.0017245170199668997 -0.0028656667232054879 0.0027879837800992664 8.5953148577010363e-05 0.0036888568886508997 -0.0030597489672360297 0.00066612847919221986
leaf_weight=0.71264542388963548 0.32168120797723521 0.90776990001904678 1.4348539337515829 0.90608374876320741 0.36094730242623185 0.36418100734590453 0.9275136466894931 0.10788356058765203 0.37592458431029641 0.31153248425107449 0.29787641233997419 0.67015494743827719 1.6422256841906344 0.35971702515962434 3.3097607195377341 0.2985725256149071 0.46402622270397831 0.35846471297554705 2.4821412510937075 0.5196820064447828 0.93602596910204727 0.79354246464208777 0.57350711431357027 0.73629275200075905 0.62666681455448214 0.49359648209065188 2.8476938416132742 0.26644953049253661 0.50623315596021701 6.1332163714395795
leaf_count=439 20 160 82 354 283 205 119 2 116 18 23 100 270 97 180 89 19 11 117 29 76 82 10 103 54 11 365 3 42 431
internal_value=0 -0.000224502 0.000773209 -0.000146102 -8.38724e-05 -5.88383e-06 4.03211e-05 -0.00195624 8.7342e-05 -0.00133852 0.000532047 0.00106641 0.000627103 0.000186585 0.000235328 6.40517e-05 0.00012931 0.000184728 0.000990628 -3.32799e-05 0.00134435 7.6448e-05 0.000208376 0.000652485 -0.00042673 -0.0001563 -0.000498488 -8.87432e-05 -0.000388851 0.000409893
internal_weight=0 26.9779 4.06892 26.0702 25.3575 24.3436 23.9794 1.01397 23.6184 1.53692 0.609409 3.74723 3.07708 22.0815 21.7218 18.412 18.0361 17.7375 3.77663 13.9609 3.41817 13.4412 12.6477 7.44302 5.20467 4.74064 4.24704 3.62038 3.35393 6.86951
internal_count=3910 3438 472 3278 2839 2483 2278 356 1995 160 41 452 352 1835 1738 1558 1442 1353 204 1149 193 1120 1038 544 494 475 464 410 407 534
is_linear=0
shrinkage=0.00302119


Tree=326
num_leaves=31
num_cat=0
split_feature=1 484 52 150 403 52 4 475 1213 15 51 1375 42 133 1446 12 124 49 1373 1374 3 49 2 4 52 3 453 151 158 42
split_gain=1.45176 1.19154 1.07907 0.964439 0.949176 0.980312 0.942421 0.873574 0.743962 0.914525 0.889673 0.805169 0.754596 0.733771 0.74953 0.814115 0.9567 0.662797 0.642142 0.773632 0.604571 0.588437 0.586445 0.632035 0.90919 0.574889 0.605774 0.516034 0.503791 0.518876
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 0.077110000000000012 -1.0000000180025095e-35 0.18936500000000003 0.51224500000000017 -0.086424999999999988 -1.0000000180025095e-35 -0.0063699999999999989 -0.031524999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 -0.39018999999999998 0.089820000000000025 -1.0000000180025095e-35 -0.50873999999999986 -0.088329999999999978 -1.0000000180025095e-35 0.09309000000000002 0.14320000000000002 -0.072894999999999988 -0.013084999999999998 -0.49269499999999994 0.10433000000000002 0.16699000000000003 1.0000000180025095e-35 -0.086424999999999988 -0.4087349999999999 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 7 8 13 -3 -6 10 -10 12 -12 -4 15 16 -15 -14 -5 -20 27 -19 -11 24 -24 26 28 -9 -17 -30
right_child=2 4 3 18 5 -7 -8 20 9 22 11 -13 17 14 -16 25 -18 21 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0017109530164007734 -0.001822745301969462 0.0017950217013670145 -0.0019593231023709032 -0.00059864457031300229 -0.0018136908441480533 -0.0015536500530845786 0.0016076560863799928 0.00078717880971441133 -0.0015797392055479538 -0.0013510469249521601 -0.0018449424814292181 -0.0019042743080555317 -0.0016052560784336318 -0.0017434997206122623 -0.0018855599103784304 -0.0018701470265449585 0.0011871978077520149 0.0014479175258029179 0.0014632806926094183 -0.0012117840396380182 0.0019989268676324453 6.8145765350257609e-05 -0.0015600017893325601 0.00054910328882661421 0.0010033302314670987 0.0012231369367003489 -0.0019063918523899068 -0.0018260007863681027 -0.0014872003127230631 9.9010546382921318e-05
leaf_weight=2.0566365044796866 0.81886538607068615 0.29770500166341696 0.6199199534021379 0.72737914137542237 0.78207945195028017 1.5691846513655026 1.2172222572844464 0.26836753822863224 1.7919220895273706 0.67168311821296889 0.66810885129963082 0.8042007335461675 0.63334717624821646 0.40707784146070514 0.62935558496974486 0.51053046889137377 3.2448168608825698 1.2322239931672898 4.0118382154032579 0.38472631666809309 0.15906425565481175 5.4118861461756493 1.1741490405984212 10.595402765087758 0.72786596417427052 0.94602266326546747 0.6663683922961362 2.8659318268764822 0.72887443471699676 8.2435566175263268
leaf_count=484 144 6 30 12 211 247 156 12 245 42 85 49 22 9 31 54 160 21 243 12 2 163 46 311 6 34 20 763 11 279
internal_value=0 -0.000384558 0.000208947 0.000283425 -0.000292564 -0.000172889 7.91384e-05 -0.0011611 -8.44278e-05 -2.73896e-05 -0.000422944 -0.000186036 -1.21264e-05 -3.7171e-05 4.03221e-05 0.000122511 0.000860512 0.000156136 0.000969722 0.0012292 -0.00142832 0.00032404 0.000289246 0.000377405 -0.000579062 -0.000120392 -0.000245623 -0.00160225 -0.000128921 -2.98451e-05
internal_weight=0 31.7098 23.1566 22.3377 29.6531 26.0621 17.2137 3.59107 24.4929 23.7108 10.5417 8.74977 7.94557 15.9965 15.3766 14.7472 3.65189 7.27746 5.12394 4.39656 3.29336 6.64411 13.1691 12.4974 1.90202 11.0954 10.1493 3.1343 9.48296 8.97243
internal_count=3910 2715 1195 1051 2231 1448 784 783 1201 990 585 340 291 628 598 567 169 206 267 255 777 184 405 363 52 398 364 775 344 290
is_linear=0
shrinkage=0.00180201


Tree=327
num_leaves=31
num_cat=0
split_feature=156 15 15 51 1426 3 483 1348 1452 401 156 1374 393 128 1211 158 122 1 159 129 14 3 41 456 4 3 151 1444 15 15
split_gain=0.372826 0.382073 0.475124 0.449902 0.516232 0.428345 0.475378 0.367323 0.401413 0.363095 0.365548 0.375946 0.387874 0.355086 0.34268 0.344928 0.375786 0.428861 0.438982 0.380351 0.390888 0.390369 0.446119 0.389155 0.375283 0.365822 0.344456 0.334333 0.331443 0.399725
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 0.11024000000000002 -1.0000000180025095e-35 0.31335500000000011 0.088030000000000011 0.090050000000000005 0.090425000000000019 0.10072000000000002 0.10691500000000002 0.086000000000000007 -1.0000000180025095e-35 0.11637500000000002 0.082530000000000006 0.084965000000000027 0.10299000000000001 0.099595000000000017 -0.034019999999999988 0.093990000000000004 0.077685000000000018 -0.13927999999999999 0.080335000000000018 1.0000000180025095e-35 -0.52333999999999992 0.097615000000000021 0.087190000000000017 -0.097344999999999987 -0.0039399999999999991 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 9 10 11 12 -4 14 15 16 17 18 -14 20 21 -20 23 24 -23 -19 27 -17 29 -26
right_child=1 2 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 26 -18 25 19 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0034256403683698413 -0.0039804102380937558 -0.0027347776561327743 -0.0034539630850248209 -0.0013433579380129322 0.0028455498544920099 0.0034435169389105159 -0.0027645894997644629 0.0029857403640727418 -0.003537059981283187 -0.0034365029052140102 -0.003449853992234258 -0.0026367960986642541 -0.003467531326799873 -0.0036748922213767727 -0.0032711989233673391 0.0038317466061209807 -0.0036117946123531285 0.0019842696127494257 0.001861256450576622 -0.0035180247353544642 -0.0034713434128135733 -0.0036170392680895951 -0.0034646117369392148 -0.0034465667502619987 0.00014973739322944507 0.000202798195158574 0.0032789867574723333 -0.002716841484508719 0.00096452603910215093 -0.0028404023991575704
leaf_weight=0.38621142831107391 0.14084780029952537 0.80992663983489066 0.35009986662775361 0.54438334121368814 1.4509612319525393 0.39202360028866579 0.7769108823267733 0.4501966203097244 0.39136426514596578 0.36434196852496725 0.35359528167464205 0.59491810185136174 0.38567101524682712 0.27713060087989916 0.32473096429020998 0.099155612289905437 0.273736662697046 3.1349259476992293 1.7777249056962681 0.31095662232837717 0.31439437344670373 0.2683250554837614 0.38170399772934693 0.31831118423724625 4.9495760478021111 2.327296223025769 0.15513685380574305 1.0161560214764893 6.6552004889816194 0.57861692411828514
leaf_count=197 3 99 76 22 283 66 245 39 87 175 148 66 190 54 178 1 8 241 61 86 46 11 43 101 261 85 8 249 687 94
internal_value=0 -5.97347e-05 -0.000165487 0.00132799 0.00224157 -8.9044e-05 -0.000140659 -6.24134e-05 -0.000116011 -6.29059e-05 -1.34382e-05 3.61704e-05 0.000102709 0.000155586 0.000201201 0.000250341 0.000351379 0.000402067 0.000119998 0.000208948 0.000284974 0.000364077 0.000161702 0.000270095 0.000365107 0.00122524 -0.00147358 -0.00213465 0.000452809 -0.00016323
internal_weight=0 30.1683 28.0321 2.13619 1.59181 27.2222 26.8302 26.0533 25.6031 25.2117 24.8474 24.4938 23.8988 23.5487 23.2716 22.9469 21.6764 21.4027 15.9405 15.5548 15.2439 14.9295 13.1517 12.77 12.4517 5.46222 1.27045 1.11531 12.1834 5.52819
internal_count=3910 3713 3405 308 286 3306 3240 2995 2956 2869 2694 2546 2480 2404 2350 2172 1914 1906 1580 1390 1304 1258 1197 1154 1053 326 258 250 1042 355
is_linear=0
shrinkage=0.00340407


Tree=328
num_leaves=31
num_cat=0
split_feature=1 12 3 457 0 51 40 403 4 52 42 3 15 4 133 3 4 453 2 1213 52 49 39 16 133 1 48 42 14 47
split_gain=2.873 1.79125 1.41597 1.50741 1.414 1.39253 1.19607 1.09994 1.05638 1.44973 1.00375 0.918543 1.00454 0.896734 0.895865 1.14073 0.849318 1.22329 0.825689 0.900084 0.775237 0.813916 0.75591 0.752064 0.73287 0.762376 0.728705 0.72261 0.718454 0.936972
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16699000000000003 0.081330000000000013 -0.060094999999999989 -0.40274499999999996 0.34489500000000001 -1.0000000180025095e-35 -0.49837999999999999 0.10433000000000002 0.092635000000000009 -0.084129999999999996 -0.008624999999999999 -0.0031049999999999997 0.15580000000000002 -0.15464999999999998 0.22584000000000001 1.0000000180025095e-35 -0.013084999999999998 -1.0000000180025095e-35 0.085815000000000016 -0.016474999999999997 0.14706500000000003 0.67964000000000013 -1.0000000180025095e-35 0.092730000000000021 0.11462500000000002 0.15788000000000005 -0.46879999999999994 0.11861000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 16 7 -2 -7 -1 9 -6 -10 14 13 -13 15 -9 22 28 -14 -20 -21 -22 23 -3 -15 -26 -5 -23 -18 -30
right_child=1 2 -4 26 8 6 -8 11 10 -11 -12 12 18 24 -16 -17 17 -19 19 20 21 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0011589813161502129 -0.0014326469519163761 -0.00076075136430977229 0.0011684062342644228 0.0011508491839432992 -0.0012638330445998015 0.001030544803836323 -0.001401812799114521 0.00034299761592519648 0.00064882642813487166 0.00060695539137062726 -0.00098452273893126561 -0.0012479553760815028 -0.0013629258274213286 -0.0013615963402360265 0.00070110036537798933 -0.0011897002182583631 -0.00082288921279808204 -0.0014463120502590651 -0.0013380265541828881 0.00065966780330864764 0.0012318962203986944 -0.0014108534724110871 0.0013669276949074352 0.001162982446985524 -2.6373037399344262e-05 -0.0014296013904083389 -0.00031891354878093464 0.0012882497385143998 0.00064077390613915121 -0.00098977861871950702
leaf_weight=3.9288951728958663 0.48180243745446194 7.3412472963100353 1.6443151514977206 2.1596410879865284 1.8618983856868001 6.631503788521516 0.37629738263785828 1.0114629059098659 5.0222975754877535 1.1997830003965644 0.76345593109726895 2.2770630129380196 0.60767310159280885 1.0289321291493285 0.63232107856310893 5.5407715777400908 0.94980429206043471 0.85634323395788658 0.57709289540071029 4.8118303914088711 0.40370153635740247 1.0068751792423425 0.33587783761322487 0.37630069162696589 6.7801896606106276 0.75825094268657256 0.81970402412116516 0.21139440312981617 4.7502249497920266 0.71406334731727827
leaf_count=801 10 424 80 67 80 384 8 44 121 19 75 223 28 123 16 533 20 19 116 113 5 124 16 6 276 16 10 2 136 15
internal_value=0 0.000196462 -1.1327e-05 -0.000117311 -0.000365804 0.000749881 0.000899935 -0.000505053 9.96951e-05 -0.000530726 0.000433299 -0.000404879 -0.000248202 -0.000507677 -0.000807511 -0.000953099 -0.000285253 4.35919e-05 0.000121141 0.000249774 0.000392195 -0.000401306 -0.000582126 -0.000666952 -0.000310924 -0.000167516 0.000746475 -0.000942504 0.000242508 0.000427696
internal_weight=0 27.4371 19.9475 18.3032 38.4239 7.4896 7.0078 29.5765 8.84743 3.06168 5.78575 25.6476 18.463 10.8444 7.18456 6.55223 15.3239 7.27044 7.61857 7.01089 6.4338 1.62197 8.05343 7.71755 8.56737 7.53844 2.97935 1.21827 6.41409 5.46429
internal_count=3910 1195 793 713 2715 402 392 2420 295 99 196 1619 1026 638 593 577 636 190 388 360 244 131 446 430 415 292 77 126 171 151
is_linear=0
shrinkage=0.00132718


Tree=329
num_leaves=31
num_cat=0
split_feature=1 52 50 47 1212 48 50 15 401 44 484 129 3 123 0 42 16 0 129 160 1 16 156 160 0 16 48 4 47 43
split_gain=1.45615 0.965519 0.83301 0.811852 0.765671 0.763709 0.888143 1.08176 0.740487 0.740123 0.717763 0.726431 0.717885 0.694886 0.635226 0.829463 0.89747 0.787323 0.703385 0.694259 0.686317 0.928664 0.681911 0.617103 0.589286 0.580054 0.575532 0.72377 0.585417 0.545078
threshold=0.10113500000000002 -0.42985499999999993 0.088425000000000017 0.08801500000000001 -0.50114499999999984 0.12862000000000004 0.11843500000000001 0.035895000000000003 0.083100000000000021 0.093815000000000023 -0.0043499999999999988 0.093990000000000004 0.10223 0.11662000000000002 -0.077944999999999987 0.092635000000000009 0.3935300000000001 -0.099864999999999995 0.086720000000000005 0.086620000000000016 1.0000000180025095e-35 -0.50763499999999995 0.085915000000000005 0.031805000000000007 -0.10303999999999998 -0.014099999999999998 0.085790000000000019 0.0057500000000000008 0.078345000000000012 -0.24333999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -4 6 7 9 10 -3 12 14 -1 -6 17 16 -16 20 19 -19 21 -12 -23 -18 -9 -21 28 -28 -22 -17
right_child=1 3 4 -5 13 -7 -8 24 -10 -11 11 -13 -14 -15 15 29 23 18 -20 25 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0016371642556308691 -0.0016256907599277884 0.0013018440564798962 0.0015967497913755122 -0.00014521908354855754 -0.0016342953356822002 -0.00053153155893017527 -0.00096798157639002352 0.00073444775924830414 -0.001499413883617202 -0.0014602354607191309 0.00090754150903160494 -0.0016555706450801428 0.0017272238225450275 0.0017859815811436977 0.00071288438197176097 0.00036903985905092701 -0.0017967504054061687 -0.0011093877700029365 0.00074446057844331111 -0.00094921094672924733 0.001006303489104026 -0.001550935587399248 0.00055339377158210106 0.0011877421356234581 -0.0010620045103054603 0.0011935277578815626 -0.0010059159871689412 0.00060596386521882275 -0.00033367300699318098 -0.0013738108640867907
leaf_weight=1.3813484262791522 0.66763529786840337 6.5673197009600699 0.2373050958849493 5.7716492242179802 2.3590054140076968 1.3406384917907406 0.70539943943731565 0.92395112011581659 1.1440065957140166 0.25879848143085826 0.78466905420646105 0.77436698228120704 0.1845180692616849 0.16298598051071156 6.4392323489300889 0.76572680659592141 0.65976409474387754 5.1169070814503348 0.80578923923894752 0.60451044188812375 3.2383679115446284 1.8608578485436829 0.5018026647157966 0.24341443413868546 0.95100072422064819 0.69937615562230326 1.5507695298874753 1.3265348775312302 1.1283538849093018 1.1556183265638535
leaf_count=335 115 519 9 212 545 41 34 21 236 7 27 111 3 2 227 11 62 788 33 27 96 95 20 16 38 34 41 23 25 157
internal_value=0 0.000263081 -0.000311614 0.000339419 -0.00115439 0.000599691 0.000760916 0.000901078 -0.000235033 0.00119713 -0.000185533 -0.00012579 -0.00124071 -0.00141326 -8.17223e-05 0.000257897 0.00050312 -0.000260299 -0.000666406 -0.000843465 2.21253e-05 -0.000602497 -0.001104 -0.000992404 -0.000176737 0.000200107 0.000293506 -0.000262785 0.000660056 -0.000679221
internal_weight=0 17.1864 33.1252 16.5188 2.7593 10.7471 9.40647 8.70107 30.3659 6.82612 29.2219 27.6561 1.56587 2.52199 26.8817 9.26376 7.34241 17.6179 7.22658 6.42079 10.3914 3.14733 2.36266 0.903179 1.87495 1.30389 7.24403 2.8773 4.36672 1.92135
internal_count=3910 987 2923 872 556 660 619 585 2367 526 2131 1793 338 547 1682 473 305 1209 882 849 327 142 115 78 59 61 185 64 121 168
is_linear=0
shrinkage=0.00160204


Tree=330
num_leaves=31
num_cat=0
split_feature=12 15 1 47 1 0 48 16 15 484 2 160 16 0 16 42 2 16 48 42 12 402 150 130 16 48 474 159 49 50
split_gain=0.953235 1.05733 1.05482 0.770016 0.995782 0.759952 0.737076 0.754746 0.68094 0.657334 0.639799 0.692507 0.657392 0.920807 1.15096 0.786823 0.638269 0.588955 0.578901 0.577348 0.737556 0.569933 0.550604 0.53239 0.529613 0.523422 0.494258 0.456092 0.450682 0.487001
threshold=0.084100000000000022 0.085450000000000012 0.13026000000000001 0.077735000000000012 0.093575000000000019 -0.017269999999999997 0.086215000000000014 0.15737500000000001 0.035895000000000003 -1.0000000180025095e-35 0.086650000000000019 0.084100000000000022 0.3935300000000001 -0.077944999999999987 -0.50585499999999983 0.09901500000000002 0.14073000000000005 -0.087089999999999987 0.12862000000000004 -1.0000000180025095e-35 0.089855000000000004 -0.47918499999999992 0.090145000000000017 -0.45984999999999993 0.67964000000000013 0.088875000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 0.07992500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 6 16 7 28 18 -2 17 12 13 14 -12 19 -5 -11 26 20 -15 -19 -8 -16 -23 -13 -6 -28 -1 -30
right_child=2 -3 -4 5 8 -7 22 -9 -10 10 11 25 -14 15 23 -17 -18 21 -20 -21 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0018764351044903915 -0.001651806868995029 -0.0012593516816978303 0.0011745296835778936 -0.00075189275259872725 -0.00086415445575362907 0.0015937242306201336 -0.0019073062158467002 -0.0010399029104646814 -0.0010996395723538788 -0.00031831793840175651 0.00092129549207373737 0.00016726343141865765 -0.0018844552399685762 0.0020955132943845834 0.001393589954737348 -0.0018802243030108686 0.0011974782370548689 0.0014602878588449446 -0.00064120151251636744 0.0010291818000317098 -0.001822216540420786 -0.0016612979823633896 -0.00012181928881031549 -0.0014232154695005294 0.0012780906548183575 0.002000185397861909 -0.00012052751427667244 0.0015441501301970764 0.00081379191348827983 -0.00098014623463255264
leaf_weight=0.24106602487154294 1.5092405230971113 1.7260349323623803 1.3220023396424938 5.047063039324712 0.34605724341236843 0.61066226894035835 0.95855994033627245 1.1480286272708324 0.50906108785420645 3.9143764624022879 1.0357544391881708 1.7384337966796004 0.85901499522151503 0.22032034280709956 0.23625609697774441 0.44781201245496038 0.62193141225725401 0.22948275157250497 0.58882392570376385 2.9880721493973317 0.56374896457418799 3.4517908727866629 1.4022685373201964 3.4698656063992503 0.21463629649952043 0.72896148939616967 0.60608411510475768 5.1771040154853667 5.6091498240130111 0.54755250515881915
leaf_count=13 439 139 76 178 14 30 42 57 14 316 32 110 165 9 5 106 28 14 7 81 106 598 18 537 6 11 23 456 225 55
internal_value=0 0.000112053 -0.000399847 0.000213153 0.000412491 -0.00033073 3.86333e-05 0.000315648 0.000924958 -0.000496171 -0.000409392 -0.000151131 -0.000367175 -0.00022174 -0.000770768 0.000395193 -0.000538032 -0.000815723 0.00107837 0.00066532 -0.00072135 -0.00131549 -0.000846775 -0.00124365 -0.00148922 0.000708778 0.00124357 0.00136969 0.000558891 0.000654246
internal_weight=0 25.1394 22.9298 23.4134 17.1338 6.27966 9.90663 7.5458 7.22713 21.6078 20.0985 12.2882 9.82084 8.96183 4.74188 4.21995 5.66899 7.81029 6.71807 3.77214 0.784069 3.89591 2.36083 3.70612 3.66643 2.4674 6.12925 5.78319 6.39777 6.1567
internal_count=3910 1299 2611 1160 924 236 410 350 514 2535 2096 1162 1041 876 574 302 206 934 500 196 115 618 60 542 604 121 493 479 293 280
is_linear=0
shrinkage=0.00181564


Tree=331
num_leaves=31
num_cat=0
split_feature=39 51 402 3 1456 453 1348 52 52 47 4 457 11 42 52 0 0 42 49 16 4 52 3 13 4 48 1 2 1 376
split_gain=0.391986 0.466272 0.433175 0.402007 0.396243 0.370789 0.427833 0.411476 0.410871 0.399981 0.49395 0.486775 0.463186 0.457274 0.398763 0.439392 0.735956 0.500291 0.422927 0.493095 0.415941 1.0518 0.421131 0.595304 0.608303 0.344837 0.3401 0.379032 0.316057 0.462802
threshold=0.005105000000000001 -0.40274499999999996 0.084450000000000011 0.31335500000000011 0.075285000000000005 0.091855000000000006 0.090260000000000021 0.18936500000000003 0.14114500000000005 0.13206500000000002 0.15927500000000003 -0.070739999999999983 0.08184000000000001 -0.10770999999999999 0.11401500000000002 -0.077944999999999987 -0.12329499999999999 0.11223000000000001 -0.085974999999999982 -0.013279999999999998 -0.49837999999999999 0.10599500000000002 -0.088024999999999978 -0.13934999999999997 0.08734500000000002 0.092065000000000022 0.11215000000000001 0.11165000000000001 0.088010000000000019 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 28 4 5 6 7 8 9 10 12 -12 14 -13 15 16 18 20 -1 -20 21 -17 -22 -24 25 -25 27 -15 29 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 11 13 -14 26 -16 17 -18 -19 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024601820922656821 -0.003611340003688907 -0.0025550302649641112 -0.0035756119534374295 0.0026871625797954906 -0.0030928356022258455 -0.0035965218964250784 0.0034395674852238834 -0.0020148415741988398 0.0021479942376635562 -0.0036892963478462443 -0.0027881729892510337 -0.0027939998140643339 -0.0035725802543299001 0.0015684934018830791 -0.0038115843693413733 -0.0037537910546781269 -0.0015366927104415859 -0.0036306212398844457 -2.2156691230297897e-05 0.0026162544411203982 0.0022738373082445778 0.003970227233581921 0.0036830941863412749 -0.0023910304581371508 0.0037858610588878639 0.0014231880464829951 0.0029679003228766229 -0.0016745248085259083 0.0021211389566118356 0.0026698048842378887
leaf_weight=0.60512922285124648 0.25885202578501809 0.4847215674817561 0.21488745190436009 0.55207179952412744 0.61308723734691639 0.39799699105787922 0.38652187131810833 1.5258105885295652 0.91392275964608316 0.40144512860570003 0.40379587397910643 0.31694351357873518 0.5549262133135916 1.795114053529687 0.39230412460164998 0.67647384235169727 5.6989196565118627 0.33620650254306372 3.417176262504654 1.1530740937451192 2.2456414818880144 0.31426058709621429 0.47449114872142661 1.2677686578827083 0.31274941380252119 0.37348969449521963 1.3519944127183405 0.58049570012371976 2.6448565760510974 0.35929021844640374
leaf_count=35 20 49 23 123 279 31 33 379 34 29 11 14 128 84 71 72 1301 122 89 48 134 3 14 254 15 24 91 33 354 13
internal_value=0 0.000915485 0.00123186 -0.000259378 -0.000320741 -0.000255113 -0.000202959 -0.000259024 -0.000145439 -0.000237887 -0.000175674 0.000864313 -0.000435244 0.00122897 -0.000334421 -0.000253587 -0.000671785 0.000504213 0.000280616 0.000643514 0.000749613 -0.00130374 0.00118484 0.000177844 -0.000673335 -0.00152306 0.00157102 0.000776041 0.00152796 -0.000330853
internal_weight=0 3.96261 3.70376 27.0618 26.5097 25.8967 25.4987 25.1121 23.5863 22.6724 22.271 4.44834 17.8226 4.04455 17.2677 16.8754 10.8743 6.00108 5.17538 4.57025 5.66487 0.990734 4.67414 2.4285 1.95401 1.64126 3.7276 2.37561 3.48887 0.844012
internal_count=3910 459 439 3451 3328 3049 3018 2985 2606 2572 2543 233 2310 222 2182 2111 1473 638 172 137 516 75 441 307 293 278 208 117 416 62
is_linear=0
shrinkage=0.00348875


Tree=332
num_leaves=31
num_cat=0
split_feature=1 50 47 52 50 14 1 0 16 3 43 15 13 393 42 3 12 47 124 1186 128 48 156 151 1212 48 48 123 15 52
split_gain=2.285 1.21174 1.21085 1.15906 1.12004 0.957859 1.07656 1.78619 1.205 1.05135 1.59725 1.15777 1.38175 1.03973 1.32745 0.947343 1.16626 1.02561 0.956251 0.874246 0.870703 0.902231 0.908288 0.979117 0.849801 0.824472 0.757247 0.737389 0.628212 0.577307
threshold=0.10113500000000002 0.088425000000000017 0.087850000000000025 -0.24456499999999998 0.14061500000000002 0.077685000000000018 1.0000000180025095e-35 -0.060094999999999989 0.26760500000000004 -0.084129999999999996 -0.082484999999999989 0.083935000000000023 -0.082014999999999991 0.085075000000000012 -0.089024999999999979 -0.087544999999999998 0.083970000000000017 0.078345000000000012 -0.079729999999999981 0.088565000000000019 0.086435000000000012 -0.086624999999999994 0.11896500000000002 -0.51118499999999989 -0.50114499999999984 0.086285000000000014 0.088875000000000023 0.11662000000000002 -0.089024999999999979 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 20 6 7 9 15 13 11 12 28 -1 -15 -8 17 18 -17 29 21 -5 23 -23 -3 -20 -9 -26 -11 -12
right_child=2 24 -4 4 -6 -7 8 26 -10 10 19 -13 -14 14 -16 16 -18 -19 25 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00134507341731931 -0.00073880172689756794 0.0012048252098196691 -0.00023363036269126252 -0.00043392467857892724 -0.0014547687076142907 -0.001419118442865884 0.00082518941811951844 -2.0189988683168473e-05 -0.0013916532326538292 0.0017650602877865356 -0.00058493677454708054 0.0015622234106210356 -0.0014228987010183457 0.0016984837091224164 -0.0013986408414892355 0.0014437968185373672 -0.0013771711008408345 -0.00076221827552562017 0.00055220729838378869 0.00095832438124734585 -0.0008464161397840705 -0.0010722220120877477 -0.00081806829554997417 0.00097273266701863761 -0.0013868635700651521 -0.00038354905359597213 0.0012579775417446433 0.0015115226099957266 -0.00021768742278831341 -0.0014275220499506539
leaf_weight=5.2310158523032451 1.4843045859597612 0.28317778650671277 8.4350281732622516 1.2161372136324615 0.51062065456062633 1.303307277848943 3.0434174616821101 5.9727644980885115 1.0085458324756462 0.60888236947357655 4.2737261756556109 1.0760368597693739 0.92624260974116657 0.51574963890016079 0.51294659846462287 1.2075889678671909 1.0823240592144419 2.013047997839748 3.8890987643972066 0.51670352509245265 0.73033460788428861 0.45367484353482268 0.61115597607567984 10.628138590371238 3.4109364586183797 3.1808224180713296 1.0065172438044099 0.17131279408931721 0.57966752140782796 2.3377197845838964
leaf_count=631 94 9 249 30 16 93 90 162 82 13 324 28 57 5 59 39 175 43 71 22 23 9 14 552 545 38 24 2 31 380
internal_value=0 -0.000339469 0.000182636 0.000407219 0.000527433 -0.000269515 -0.000231081 -0.00041439 4.88837e-05 -0.00065794 -0.000390567 0.000411049 -0.000174685 -0.0010987 0.000154141 0.000149662 -3.11115e-05 0.000110462 0.000322694 -0.0007494 0.000601641 0.000683565 0.000799791 0.000889015 -0.00106854 0.000131202 0.000164141 -0.00124825 0.000798055 -0.000882864
internal_weight=0 44.1516 24.0694 15.6344 14.1501 40.2861 38.9828 23.558 15.4248 16.5787 10.319 3.19083 2.11479 6.25971 1.0287 14.4163 11.3729 10.2906 8.27751 7.12815 13.6394 12.9091 11.693 11.0818 3.86543 7.06992 6.97928 3.58225 1.18855 6.61145
internal_count=3910 2923 987 738 644 2367 2274 1736 538 1550 855 129 101 695 64 456 366 191 148 726 628 605 575 561 556 109 186 547 44 704
is_linear=0
shrinkage=0.00136321


Tree=333
num_leaves=31
num_cat=0
split_feature=39 3 4 457 1 48 4 484 3 15 11 1 13 13 49 0 1213 403 393 42 160 49 52 4 0 150 15 1 4 4
split_gain=1.70205 1.64122 1.13289 0.8535 0.783753 1.19713 0.764778 0.747198 0.843691 0.85261 0.766539 1.00735 0.639907 0.801241 0.562181 0.952097 0.557963 0.755084 0.724363 0.693299 0.541021 0.767209 0.712884 0.681288 1.23477 0.549844 0.533873 0.419291 0.418227 0.456989
threshold=0.005105000000000001 0.30601500000000009 0.28937500000000005 0.081330000000000013 0.085990000000000011 0.088825000000000015 -0.0017649999999999999 -1.0000000180025095e-35 -0.10628499999999998 0.079360000000000014 0.08184000000000001 0.076710000000000014 -0.037444999999999992 0.26336000000000004 -0.075429999999999983 -0.089879999999999974 -1.0000000180025095e-35 0.03138500000000001 0.08407000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13709500000000002 0.074650000000000008 -0.11756999999999999 -0.22988499999999998 0.088190000000000004 0.11831500000000002 -0.0021099999999999995 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 14 -6 12 -1 9 10 11 -9 -2 -14 15 -5 -10 19 26 -18 25 -22 23 28 -25 -21 -19 -12 29 -23
right_child=2 -3 -4 4 5 -7 -8 8 16 -11 27 -13 13 -15 -16 -17 17 18 -20 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015201874789815125 -0.00066011790576712851 0.0010692651151648605 0.0016678174825974653 -0.0013039090377002821 0.0010857327537278593 -0.00062103532910340689 -0.00065139631462734604 -0.00021275389818016703 -0.0016579804060232897 -0.0011751718050687027 -0.0010257407049488495 0.0014832635400611189 0.0014861247253385944 -0.001340363903108113 -0.0017049563324143164 0.00092966528417677281 -0.0015889376341241522 -0.0012446313153377927 0.0010616564055138762 0.00073861095277395305 -0.0012511361396173792 -0.0018761834053422613 0.00098014118521057726 -0.00080003458878907319 0.0014908883411311913 -0.0014058001973428786 0.00035095870749354331 0.00095336029719147888 -0.0012874515290727004 -0.00031249812780152796
leaf_weight=3.9044292782200491 0.87935988814569999 1.3705645941663522 1.1097697559744117 1.1621837997809055 2.1379938847385347 2.2730311532504857 3.3998482144670552 2.4861702555790495 2.3861428435193366 2.2895377620588988 2.039063141564839 1.5085294053424148 1.6352814201964068 0.32178276265040029 1.2659728131256986 0.91402569692581925 3.6683761373860824 1.3960509113967416 1.0024502840824423 0.3426748253405093 4.2718834946863433 0.56952576618641781 0.8791112797334798 1.4879411091096701 1.0948365847580133 4.9664568821899691 0.94119652220979322 0.33399451430886973 2.9301686547696457 4.1679266077699131
leaf_count=559 44 139 165 29 81 30 125 52 505 123 125 67 113 12 75 18 450 85 18 4 114 14 15 31 21 429 36 20 95 316
internal_value=0 -0.000698604 0.000143573 -0.00074666 -0.000246919 0.000206224 -0.000127673 -0.000837472 -0.000768703 -0.000318244 -1.01337e-05 0.000427718 0.000500082 0.00102139 -0.000844979 -0.000320605 -0.000898243 -0.000832841 -0.000102701 -0.000932864 -0.000816656 -0.00066128 -0.000434873 -0.00055623 0.000171085 -0.00126739 -0.000602096 -0.000747193 -0.00080122 -0.000500481
internal_weight=0 51.7902 7.34604 50.4197 7.75321 4.41103 6.23627 42.6665 38.762 8.6573 6.36776 3.9947 2.83642 1.95706 3.34218 2.07621 30.1047 27.7186 3.3397 24.3789 20.7105 15.4014 11.1295 10.2504 2.58278 5.30913 2.33725 2.37306 7.66762 4.73745
internal_count=3910 3451 459 3312 233 111 294 3079 2520 387 264 119 169 125 122 47 2133 1628 139 1489 1039 606 492 477 52 433 121 145 425 330
is_linear=0
shrinkage=0.00163735


Tree=334
num_leaves=31
num_cat=0
split_feature=31 1213 475 156 14 403 1365 1373 158 133 160 123 13 133 4 3 52 38 3 9 455 151 1 13 51 48 40 43 131 43
split_gain=0.38728 0.36388 0.394556 0.363207 0.354763 0.349829 0.345593 0.347619 0.349444 0.344109 0.431532 0.41452 0.566565 0.438003 0.384221 0.557616 0.549126 0.365335 0.456213 0.359571 0.372131 0.345103 0.342691 0.4996 0.490307 0.462323 0.441878 0.51685 0.44987 0.430763
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.077685000000000018 -0.084084999999999979 1.0000000180025095e-35 0.11103 0.11034000000000001 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 0.41346500000000003 -0.084614999999999982 -0.49837999999999999 -0.17479499999999998 0.10599500000000002 0.11976000000000002 0.30601500000000009 0.091655000000000014 0.094720000000000013 -0.52174999999999983 0.10420500000000001 0.16421000000000002 0.12342500000000002 0.137325 -1.0000000180025095e-35 -0.17307499999999998 0.08844500000000001 -0.24333999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 9 -7 -11 14 13 -13 16 -16 -12 18 19 20 21 -17 23 26 29 -26 -23 -28 -29 -24
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 11 12 -14 -15 15 17 -18 -19 -20 -21 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.003319937387683965 0.0037237390770874118 -0.0036221906063816636 -0.0030319935215638561 -0.0022900133233932458 -0.0025821314844913239 -0.0020426535395054565 -0.0025941427363186205 -0.0035385160521244309 -0.0030864249587844949 -0.0024971163145789616 -0.0036912270929137241 -0.0029521460656984485 -0.003840592819721547 0.0035198199163313628 0.0031827898771468869 -0.0036885273523414928 0.0014049204227718766 -0.0033667124786913999 0.003636170532412138 -0.0025911467823207294 -0.0035653997343244245 -0.0037515661954316375 -0.00052550071219735798 -0.0037341192326543569 -0.0034585499383126459 0.0011750811066050962 0.0032930066172328614 0.00029812713686200993 -0.003690811459433836 0.0023376138670379489
leaf_weight=0.41273281659232708 0.12697766348719597 0.37828044654453208 0.95713467299356725 0.84487946968876571 0.7115190616750614 0.84192467102551205 0.62063845747616042 0.33192265930119802 0.42063192572095331 0.69673577978394163 0.7247187481844175 0.1510628091637044 0.18419933877885331 1.3249778166646127 0.87047478125899758 0.26856562233301673 0.44105976819992065 0.35772477393038471 0.51934347301721473 0.57411374617367883 0.31761141261085768 0.34976132540038563 0.85447545652277712 0.42316155048320148 0.50872491585323565 0.61898399493657053 0.73006240592807081 11.61539027301454 0.3785859153140344 3.3649230674491259
leaf_count=113 4 196 588 440 106 191 73 19 113 191 100 10 4 189 80 50 5 20 114 32 26 19 15 51 17 25 19 818 86 196
internal_value=0 -0.000191842 -0.00224072 -0.000116354 -7.06956e-05 -7.63022e-06 6.25173e-05 0.000123882 0.000169691 0.000222134 0.000297576 0.0003768 0.00211433 0.00285746 0.000250927 0.000358871 -0.00176315 0.000241151 0.000304036 0.000217529 0.000300518 0.000364761 0.000422528 0.00011687 0.00119406 -0.000915213 0.000241515 0.000351278 0.000172218 0.0017578
internal_weight=0 30.5086 1.08411 29.4245 29.0462 28.3347 27.4898 26.8691 26.5372 26.1166 25.2747 24.5779 1.66024 1.47604 22.9177 21.7519 1.16578 20.8814 20.5237 20.0044 19.4302 19.1126 18.8441 13.497 5.34711 1.12771 13.0738 12.724 11.994 4.2194
internal_count=3910 3797 592 3205 3009 2903 2463 2390 2371 2258 2067 1876 203 199 1673 1568 105 1488 1468 1354 1322 1296 1246 993 253 42 942 923 904 211
is_linear=0
shrinkage=0.00360107


Tree=335
num_leaves=31
num_cat=0
split_feature=4 12 15 3 49 48 38 122 1 156 15 50 16 50 158 3 0 2 0 51 160 15 403 43 43 42 160 394 1212 1
split_gain=2.44215 1.67562 1.37218 1.14988 1.40974 1.10127 1.01726 0.821628 0.954698 0.851409 0.826787 0.965277 1.15358 0.77639 0.741033 0.763838 0.734427 0.706788 0.727135 0.706501 0.701268 0.792475 1.29185 1.19147 1.47546 0.998801 0.978336 0.748377 0.810461 0.588072
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 0.10666500000000002 -0.22390499999999999 0.12933000000000003 1.0000000180025095e-35 0.089350000000000013 0.099595000000000017 0.096585000000000018 -0.008624999999999999 0.086465000000000014 0.16388500000000003 0.11901000000000002 0.084965000000000027 -0.100615 -0.060094999999999989 0.083585000000000007 -0.13506999999999997 -0.031524999999999991 -1.0000000180025095e-35 -0.053579999999999996 0.03138500000000001 -0.074254999999999988 -0.079109999999999986 -0.088669999999999985 0.086620000000000016 0.15288500000000002 -0.5172699999999999 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 13 7 8 10 -10 19 12 17 29 15 16 -6 18 -12 -1 -17 23 -23 24 26 -24 -22 28 -27 -2
right_child=5 3 -4 -5 14 -7 -8 -9 9 -11 11 -13 -14 -15 -16 20 -18 -19 -20 -21 21 22 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0015736293476552061 0.00058786682145732343 0.00073734922644936847 -0.001392391471612115 0.00059317762120848186 -0.00084463726844610592 -0.00145369329163929 -0.0010751882578609331 -0.0015970386040542192 0.0010453523791209259 -0.0011373886682008142 0.0013821487053896344 -0.0015311984418790333 -0.00086625482443719733 -0.00081369787995053935 -0.0018576365145345519 -0.0016777315694024002 0.00052777683855404563 0.0016603347366976754 -0.00087825326496493482 -0.00012344507992402369 -0.0017145117363074208 -0.0016197760228572847 0.0011668563704517554 -0.0015160456442119261 0.0019740565163510926 0.0011995566248601773 0.0011601189340103247 0.0022537862480513462 -0.0018366979866803995 0.0016930136759012635
leaf_weight=1.2527119673322982 2.954293316230177 1.8861853035632581 2.1595838807988903 2.2144698696210972 2.5073352847248316 0.66384700359776605 2.1779071788769206 0.78451560996472736 6.0371150893624863 0.63472154596820463 0.90978234680369496 0.67063566285651166 1.1622569223400203 0.70888252556323994 2.2261345356237134 3.4410640369169547 2.5053671000059756 2.9911081825848669 0.91979183699004596 7.8172431070124722 0.99438590276986338 5.3521155690541242 1.1385282999835911 1.3560238655191028 1.26224253885448 0.34606569865718517 0.61634930165018886 0.21460331231355656 1.5393623505951834 3.2496814823243767
leaf_count=86 92 42 137 31 170 24 65 17 229 23 17 28 46 18 245 558 115 63 44 217 97 809 34 145 32 26 41 3 164 292
internal_value=0 -0.000333642 -2.05931e-05 -0.000645751 -0.000753826 0.000751863 9.62355e-05 0.000206299 0.00026947 0.000837698 2.83584e-05 0.000508328 0.000736941 0.000963664 -0.000873515 -0.000770532 -0.0001587 0.00112347 0.000245764 -0.00032374 -0.000959142 -0.000766258 -0.00107899 -0.000130977 0.000522764 -0.000185283 -0.000614532 -0.000918343 -0.0012794 0.00116675
internal_weight=0 55.1176 27.5174 27.6002 25.3858 7.5767 25.3578 23.1799 22.3954 6.67184 15.7235 6.65357 5.98294 6.91286 23.4996 21.2734 5.0127 4.82068 1.82957 9.06996 16.2607 12.8197 8.59068 4.229 2.87298 3.23856 1.61074 2.10003 1.88543 6.20397
internal_count=3910 3484 972 2512 2481 426 835 770 753 252 501 198 170 402 2439 2194 285 124 61 303 1909 1351 1036 315 170 227 138 193 190 384
is_linear=0
shrinkage=0.00179274


Tree=336
num_leaves=31
num_cat=0
split_feature=1 484 150 4 3 403 52 16 2 1373 1374 15 4 2 9 3 133 133 4 3 13 12 9 124 15 52 52 12 147 15
split_gain=1.27314 1.04075 0.918765 0.86791 0.760249 0.73549 0.706792 0.676779 0.640336 0.576372 0.604657 0.575706 0.81163 0.673251 0.71534 0.893338 0.732749 0.632686 0.578502 0.571764 0.564591 0.550208 0.531107 0.529297 0.516646 0.510024 0.510396 0.483327 0.552294 0.470899
threshold=0.094485000000000013 -0.0043499999999999988 0.077110000000000012 0.51224500000000017 -0.11266 -1.0000000180025095e-35 0.18936500000000003 0.3935300000000001 0.14808000000000002 -1.0000000180025095e-35 0.09309000000000002 -0.0071449999999999994 -0.0031049999999999997 0.11680500000000001 0.083710000000000021 -0.069909999999999986 0.092550000000000007 -1.0000000180025095e-35 0.00046500000000000008 0.14320000000000002 -0.082014999999999991 0.091555000000000011 -1.0000000180025095e-35 0.51367000000000018 -0.10192499999999999 0.16064500000000001 -0.42985499999999993 0.090585000000000013 0.074865000000000015 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 29 19 7 11 22 -4 27 12 -7 14 15 16 21 -14 -19 -6 -20 -13 -2 25 -22 26 -24 -11 -29 -3
right_child=2 4 9 -5 5 6 -8 -9 -10 10 -12 13 17 -15 -16 -17 -18 18 20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0016036336988627796 0.0015138984447865495 0.00055653177309037381 -0.00056338448800640568 0.001520819951660191 -0.0015704372123518601 -0.0013632297152451232 -0.0017201245142611525 -0.00181541928580357 0.0012937226795151702 0.0016407521732527896 -0.001101773702676461 -0.00018617451188760516 -0.0017466087265914003 -0.0018204471761410993 -0.0017315283373541819 0.0009346300105828782 0.0010662695658107892 0.00085272382388292553 0.0004501090084849813 0.0018789306897148308 0.00029768185973014292 -0.0017943045234036167 -0.0017152639302186715 0.0016476160843764533 -0.001375326227662103 -0.0012093196485128042 -0.00011815954774849637 -0.0011134996396102396 0.0016611869710820612 -0.00083187901576033433
leaf_weight=1.8658978556050012 0.4939116322202598 4.0415434992173713 0.7122198250144719 0.98857526783831495 2.1120771326823262 2.3043240890838206 0.9908664160175239 0.76328079396625881 0.86335079628042954 2.7698351740837097 0.3305071317590772 2.8070866211783252 0.67079958203248669 0.49644025764428157 0.51556180603802282 3.8542977233300633 1.0655739241046829 1.6304732282878971 1.5733778247376902 0.14847442507743824 0.77583527937531438 0.78619313542731095 0.61185191688127361 0.39821913745254356 1.7013694462366407 1.694109762436711 10.327435141196473 0.44942052057012905 0.38405152945779264 0.85423039901070286
leaf_count=485 36 119 12 156 740 242 218 107 61 206 12 237 91 27 36 90 40 34 40 2 11 76 138 5 50 117 402 22 20 78
internal_value=0 -0.000376279 0.000180913 -1.91363e-05 -0.000291748 -0.000425418 -0.000321271 -0.000248106 -0.000124938 0.000843035 0.00109767 -0.000182308 -0.000499458 0.000105909 0.000211829 0.00032952 -0.000171091 -0.000186099 -1.83963e-06 -0.00134388 -0.000345825 -0.000538026 -0.000215492 -0.000281038 -0.000851357 -0.000341831 -0.000207488 0.00129941 0.000165035 0.000314277
internal_weight=0 28.9577 20.0235 15.3775 27.0918 22.196 19.9355 18.9446 14.3889 4.64603 3.93381 18.1813 8.65618 9.52515 9.02871 8.51315 4.65885 6.35186 5.68106 2.26055 4.05058 3.59328 13.5255 13.0316 2.4772 12.6334 10.9393 3.60331 0.833472 4.89577
internal_count=3910 2723 1187 915 2238 2041 1299 1081 759 272 260 974 468 506 479 443 353 226 135 742 101 313 698 662 61 657 540 248 42 197
is_linear=0
shrinkage=0.00169904


Tree=337
num_leaves=31
num_cat=0
split_feature=2 14 31 147 448 1456 11 376 1374 4 1213 475 15 16 47 47 3 0 16 1374 1 157 4 453 42 42 13 1186 3 13
split_gain=0.368735 0.379066 0.417316 0.354438 0.449611 0.44132 0.392214 0.395165 0.428405 0.459041 0.432751 0.434017 0.39717 0.50404 0.402855 0.576042 0.395813 0.380638 0.678449 0.711407 0.560845 0.423943 0.418778 0.36639 0.362953 0.644906 0.560512 0.359463 0.398666 0.383241
threshold=0.16971500000000003 0.078275000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.037059999999999989 -1.0000000180025095e-35 0.088315000000000018 0.048375000000000008 0.089520000000000016 0.28937500000000005 -1.0000000180025095e-35 -0.086004999999999984 -0.11739999999999999 -0.50763499999999995 0.09550500000000002 0.09023500000000001 0.10666500000000002 -0.10783 -0.27337499999999998 -0.094679999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.22584000000000001 0.090755000000000016 0.092145000000000019 0.091230000000000019 -0.014114999999999997 0.09005500000000001 -0.15121499999999996 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 23 7 8 9 10 11 -7 13 -12 15 17 -9 18 -14 -20 -21 -19 24 -6 25 27 -26 28 -23 -30
right_child=-2 -3 3 4 5 6 -8 16 -10 -11 12 -13 14 -15 -16 -17 -18 21 19 20 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00338766018763117 0.0028717135607200898 -0.0024677090285390884 -0.00337772245958618 0.0019500417775233766 -0.0030716969560882217 0.0033444914221286361 -0.0019271878372332655 0.0025170028332541445 -0.0030393361180996977 0.0014627025915644137 0.0022608794094207164 -0.0032665690943130907 -0.0026940052650446119 -0.0023875618977170095 0.0013487669925513778 -0.0035477674743143693 -0.001046663381028173 -0.0025088616856465554 -0.00085209861985625652 -0.00059698164889728943 0.0025325579596481968 0.002768743477942892 -0.0035762825433558547 0.003509223572982622 -0.0033263179676806497 0.0034040534297395861 0.00023746395278657296 -0.0033726791887587143 0.00076166135014868062 -0.00083049361209670835
leaf_weight=0.35275198239834082 0.42352774436585505 0.7374848623003335 0.35467144032010267 1.0628692369791846 0.8424629063520318 0.12010965123772621 1.2065635973412998 1.1622658459818911 0.52376208029454474 1.8738436023704697 0.29508797056041647 0.79083645387440071 0.56990129081532348 1.4412576701143134 2.1323107529315157 0.50690463007776898 0.45553622016450379 0.90832273254641371 1.4681452726945279 0.77294886833991983 2.7076448019361123 0.54931000381478678 0.37122191593516696 0.099304721225053072 0.83614230656530697 0.62107252865098406 1.0395810676272956 0.32393317465903226 2.9070387625543255 3.4972765079871699
leaf_count=107 96 117 30 118 339 4 115 111 59 197 20 529 40 166 117 27 17 342 21 22 98 35 8 2 289 24 28 28 217 587
internal_value=0 -0.000172753 -0.000115944 -0.000157924 -0.000118662 -0.000197125 -0.000121291 -3.70798e-05 -0.0001405 -7.65252e-05 -0.000208474 -0.00239489 -0.000113396 -0.00159757 2.07431e-05 -0.000145056 0.00151356 -4.09774e-05 0.000654058 0.00103962 0.00183757 -0.000387973 -0.000198092 -0.00237777 -6.97907e-05 0.000234503 -0.00135117 -3.59888e-05 0.00011945 -0.000107785
internal_weight=0 30.5306 29.7931 29.4403 29.0857 28.0228 27.081 25.8745 24.2567 23.7329 21.859 0.910946 20.9481 1.73635 19.2118 17.0794 1.6178 16.5725 5.51864 4.94874 3.48059 11.0539 10.1456 0.941768 9.77435 7.89863 1.87572 7.27756 6.95363 6.40432
internal_count=3910 3814 3697 3590 3560 3442 3101 2986 2858 2799 2602 533 2069 186 1883 1766 128 1739 181 141 120 1558 1216 341 1208 891 317 867 839 804
is_linear=0
shrinkage=0.00324044


Tree=338
num_leaves=31
num_cat=0
split_feature=4 403 484 150 11 160 133 133 150 52 403 48 50 0 3 3 4 1212 484 151 151 457 1 3 394 39 13 16 1 150
split_gain=1.55252 0.972556 0.920016 1.25324 1.11292 0.934906 1.10667 1.03223 1.02554 0.941939 0.981654 0.866988 0.836112 0.760176 1.16487 1.07626 0.904518 0.731123 0.704263 0.731736 0.699136 0.698505 0.678887 0.740498 0.747654 0.639813 0.580372 0.594731 0.567513 0.618613
threshold=0.28937500000000005 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 0.08184000000000001 -0.092169999999999988 -0.10870499999999998 -0.031394999999999992 -0.22988499999999998 -0.42985499999999993 0.104315 0.12933000000000003 0.14390500000000003 -0.077944999999999987 0.045635000000000002 -0.084129999999999996 -0.076329999999999995 -0.5172699999999999 0.073820000000000011 -0.08514999999999999 0.079335000000000017 -0.0034949999999999994 0.10232500000000001 -0.15327499999999997 -0.081709999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.28937500000000005 0.11368000000000002 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 5 7 17 -4 -9 -8 13 12 28 15 -15 22 -17 -7 19 -1 21 -18 23 -11 -25 -23 27 -16 29 -2
right_child=11 2 4 -5 -6 6 9 8 -10 10 -12 -13 -14 14 26 16 20 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010465379586367337 1.9912560634535983e-05 -0.0015684864967481552 0.0010720584339101956 0.0012503276575625919 -0.0016997108944745685 0.0020012506254818868 -0.0013622828976105866 0.0011677363501375311 -0.0017725866972702479 0.0011766921297712977 -0.0015609730714318405 -0.0014800726372008347 -0.0019191839266870573 0.0011105411138091312 0.0015626531066642488 0.0016399537406628281 -0.0012742382996240734 -0.0014548227956065027 0.00030427032510030463 -0.0018413693815182821 0.0013638008782625314 -0.0013210911532146857 0.00070731102388250531 0.00088644855633417542 -0.0018774393759738151 0.00028028969173895168 -0.0010996992050033847 -0.00061532777869209804 0.0016869095569171182 0.0018830945100784418
leaf_weight=0.32543168519623655 2.1992944511584933 2.9526911085704337 0.72253662103321437 0.63636928307823826 1.3992460853187356 0.22393147123511914 1.3166073396569107 0.46123629435896951 2.6904896688647555 0.39184782793745476 1.0011545309680503 0.56044824421405781 0.33171445596963156 6.7302498003700837 0.84270548308268212 1.4726203808095331 1.2841567227151305 2.1918414564570403 0.88602414017077524 2.770800096099264 1.3824224455747742 0.90344910859130578 0.80594743695110072 0.37624428677372757 2.378966216696428 9.9357539881020625 1.4156257566064594 0.82216966338455677 2.569334709784016 0.80910276435315598
leaf_count=12 55 500 40 24 142 7 197 6 319 9 137 24 9 255 33 22 44 266 61 835 44 32 10 7 180 248 45 9 283 55
internal_value=0 -0.000267194 -0.00018623 -0.00106869 -0.000104495 -4.4733e-05 5.33267e-05 -0.000892021 -0.00134229 0.00014571 0.000212462 0.000685563 0.000890951 0.000274235 0.00068582 6.09412e-05 0.000284103 -0.00113446 -0.00112798 -0.00153783 0.000136266 -3.70944e-06 -0.000784644 -0.00116673 -0.00150001 0.000146814 -0.000242107 0.000487095 0.00105807 0.000521012
internal_weight=0 46.3205 42.3383 3.58906 38.7492 37.35 33.4757 3.87426 3.15173 31.0599 29.7433 6.46989 5.90945 28.7422 9.81075 18.9314 14.9784 2.41577 3.98226 3.09623 13.5058 12.1234 3.95301 3.14706 2.75521 10.8392 3.0805 1.66488 5.57773 3.0084
internal_count=3910 3484 2576 524 2052 1910 1545 365 325 1272 1075 426 402 938 342 596 390 273 908 847 368 324 206 196 187 280 87 42 393 110
is_linear=0
shrinkage=0.00182189


Tree=339
num_leaves=31
num_cat=0
split_feature=39 51 1 0 3 483 453 1348 1455 4 1213 475 158 155 480 1186 122 124 12 1365 1429 49 15 3 151 133 42 130 33 1374
split_gain=0.345032 0.44306 0.424591 0.375346 0.364291 0.384848 0.348378 0.403768 0.384132 0.337669 0.334987 0.363899 0.313045 0.305023 0.307904 0.309484 0.301001 0.435435 0.279386 0.349033 0.313718 0.299679 0.606593 0.520064 0.508621 0.476403 0.831246 0.437048 0.523388 0.524194
threshold=0.005105000000000001 -0.40274499999999996 0.088010000000000019 0.024745000000000003 0.31335500000000011 0.086680000000000021 0.091855000000000006 0.090050000000000005 1.0000000180025095e-35 0.62104500000000018 -1.0000000180025095e-35 -0.086004999999999984 0.11034000000000001 0.10222000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.089350000000000013 -0.087894999999999987 -0.0089849999999999982 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085974999999999982 0.10043500000000001 0.10223 0.11831500000000002 0.091545000000000015 -0.09547499999999999 1.0000000180025095e-35 -0.007134999999999999 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 10 -7 11 -1 13 14 15 -12 17 -4 -17 20 -20 24 23 25 -22 27 -27 28 -23 -30
right_child=1 2 16 -5 -6 9 -8 -9 -10 -11 12 -13 -14 -15 -16 18 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.003082780693563172 -0.0030941342624610417 -0.0023539482367054857 -0.00024358493267905468 0.0015798270051532554 0.0022471807784692726 -0.0026721006269492544 -0.0030838586943154741 0.0028783403598268407 -0.0030224586108795973 0.0030611508938515127 -0.0027296066252491843 -0.0027182777291337194 -0.0030272766265035571 -0.00255335238517449 -0.0030300804742275254 -0.0017268000914789764 -0.0013830508944065326 0.00270231410096235 -0.0023542491833934954 -0.0030987965964350329 -0.0011451228146699285 -0.0029187323025160849 -0.0025022577734091504 0.0017671345914422449 0.0022457768550588389 0.0024687372773143385 -0.0026726969642436216 -0.0023885791204306785 -0.0012481756948875852 0.00090241526009636399
leaf_weight=0.11100703850388527 0.25383456796407733 0.53997395181795527 0.60407078760909039 0.36416116170585155 0.51860075537115236 0.91351728983863612 0.37360296375118096 0.38342459290288289 0.43036205616954148 0.10243963066022843 0.35771577034032986 0.76613875287878386 0.32265000182087433 0.43046334505197492 0.29830518370726977 0.74203574412970397 0.27065692795440544 1.7626696566585445 0.42569376490432986 0.2935749877942716 2.5726608082768787 0.37100514001218066 0.62294756874325585 2.494679970201104 0.46892348350957025 0.38126271235523734 1.082495405426015 0.46103817832772698 1.1251939131180311 10.495093494013206
leaf_count=4 20 64 53 17 123 303 30 33 207 12 97 545 95 160 135 48 12 293 74 26 124 24 123 77 14 26 279 161 41 690
internal_value=0 0.000727375 0.00100128 -0.00076953 -0.000237859 -0.000287376 -0.000213987 -0.000170467 -0.000218666 -0.00209401 -0.000168016 -0.00198413 -9.85913e-05 -5.68225e-05 -8.39809e-06 3.27716e-05 0.00160833 0.00195042 7.86538e-05 0.00014308 0.000189504 0.000243444 0.000398041 0.000508135 -0.000622345 0.00028244 -0.00133352 0.000472394 0.000582392 0.000694173
internal_weight=0 3.79537 3.54153 0.904135 26.5448 26.0262 25.0103 24.6367 24.2532 1.01596 23.8229 0.877146 22.9457 22.6231 22.1926 21.8943 2.6374 2.36674 21.5366 20.7946 20.501 20.0753 17.0337 16.4108 3.04158 13.9161 1.46376 12.4523 11.9913 11.6203
internal_count=3910 459 439 81 3451 3328 3013 2983 2950 315 2743 549 2194 2099 1939 1804 358 346 1707 1659 1633 1559 1421 1298 138 1221 305 916 755 731
is_linear=0
shrinkage=0.0029944


Tree=340
num_leaves=31
num_cat=0
split_feature=1 484 52 3 403 12 40 151 3 52 16 133 3 50 4 47 2 2 2 52 49 51 0 13 133 0 160 15 3 457
split_gain=1.54076 1.28148 1.16276 0.999105 1.09803 0.924811 1.01656 0.936595 0.863378 0.858477 0.831856 0.744622 0.775333 0.766288 0.917979 0.905327 0.706458 0.681328 0.698141 0.674187 0.814189 0.746256 1.04406 0.715102 0.63169 0.588583 0.589528 0.785674 0.832421 0.575443
threshold=0.094485000000000013 -0.0043499999999999988 -0.42985499999999993 -0.11266 -1.0000000180025095e-35 -0.071274999999999991 0.34489500000000001 -0.40391999999999995 0.14320000000000002 0.18936500000000003 0.3935300000000001 -0.40071499999999999 0.16699000000000003 0.11515000000000002 -0.17479499999999998 0.13206500000000002 0.11542500000000001 0.11230000000000001 0.090310000000000015 0.14114500000000005 1.0000000180025095e-35 0.08955500000000001 -0.23029999999999998 -0.094679999999999986 -0.21767499999999998 -1.0000000180025095e-35 -0.078154999999999988 -0.11739999999999999 -0.074234999999999982 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 8 6 -4 -7 -5 10 19 -9 13 14 -13 16 17 18 25 20 21 22 -6 -22 -24 26 -16 -28 -29 -26
right_child=2 3 5 4 9 7 -8 11 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 23 -23 24 -25 29 -27 27 28 -30 -31
leaf_value=-0.001834508226013476 -0.0019335539766687959 0.0003816224525665961 0.0014000858611718347 -0.0018037257432839688 0.0015812154952115128 -0.0019523463544311851 -0.0020042608536789035 -0.0020237233175172389 0.0022053166079270183 -0.0019286424279268261 -0.0020764554665593316 -0.0015039652048878653 0.0016340091627839088 -0.0011950843603863437 -0.0018929058687886728 -0.001066715555047128 0.0015432839892321846 -0.001117309120521984 0.0013623363729054847 0.0013590294706866471 0.00046423874610994949 -0.0016269704773443007 -0.0019455005762742412 -0.0017997110701005895 -0.0019528511387049117 0.0019717360753142223 -0.0017594539392361682 0.0012506351623671702 -0.00089187479480779539 2.8736501965096778e-05
leaf_weight=2.1843428789870805 0.87007638800423848 5.8680133238667649 3.8146706435363766 2.9540451387874849 1.3977250512689501 0.75856603449211135 0.3467720504850148 0.52267735765781864 0.20841111987829197 1.1686161539982993 0.86853302200324733 0.95040152641014053 1.4078504217322905 1.3799457278801117 0.57914374675601799 1.290741769596935 2.3496411491651079 0.99430086649954308 2.5702368104830384 0.98902393155731161 0.67687976313754949 1.0767727647908021 0.67171429155861595 1.9984655743464816 0.55409125355073285 0.55797562957739089 0.6310810344293748 2.082625588169325 0.96018471359274826 12.794637355371348
leaf_count=485 143 197 334 740 14 24 8 30 2 218 107 23 95 88 42 26 131 16 67 14 12 50 90 226 60 32 12 67 49 508
internal_value=0 -0.00042486 0.000223338 -0.000326254 -0.000490056 0.000311873 0.0011164 0.000115341 -0.00153952 -0.000340532 -0.000252273 0.000211704 0.000285869 0.000153571 0.000297102 0.000439558 0.000620833 0.000362052 0.000561331 -0.000173681 -0.000252756 -9.4755e-05 1.22517e-05 -0.00122692 -0.000144161 0.000133402 -0.000107778 0.000173626 0.000574548 -5.35171e-05
internal_weight=0 33.4113 22.0669 31.2269 25.3589 21.1968 4.16144 17.0354 3.16246 22.1965 21.0278 16.2768 15.7541 14.3463 12.9663 12.0159 10.7252 8.37555 7.38125 20.1593 19.1703 16.4949 15.4182 2.67535 14.0204 4.81101 4.25304 3.67389 3.04281 13.3487
internal_count=3910 2723 1187 2238 2041 1044 342 702 742 1299 1081 678 648 553 465 442 416 285 269 974 960 722 672 238 658 202 170 128 116 568
is_linear=0
shrinkage=0.00190369


Tree=341
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 150 1 159 480 1213 15 15 128 156 48 160 457 149 15 0 0 1 160 4 13 13 3 2 0 49
split_gain=0.363175 0.480368 0.408456 0.363949 0.365026 0.351328 0.384119 0.345121 0.336325 0.327685 0.318723 0.327873 0.456597 0.366496 0.372871 0.468229 0.450506 0.360701 0.370762 0.447233 0.657078 0.495461 0.433193 0.425719 0.327909 0.368807 0.31242 0.310277 0.389994 0.309845
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.092224999999999988 -1.0000000180025095e-35 0.081245000000000026 0.11774500000000002 -0.11345499999999999 0.08456000000000001 -0.082704999999999987 -0.11739999999999999 -0.106555 0.086435000000000012 0.10477500000000002 0.093225000000000016 0.087825000000000014 0.68051500000000009 0.089830000000000007 -0.10312999999999999 -0.10071499999999999 -0.089879999999999974 1.0000000180025095e-35 0.083295000000000022 0.15927500000000003 -0.5337599999999999 -0.45122499999999993 0.15165000000000003 0.10045500000000002 -0.18087499999999998 0.0052300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 26 -5 6 -4 -8 9 -6 27 -12 13 14 15 17 -17 18 -13 21 -21 23 24 -20 -22 -26 -1 -11 -29 -27
right_child=2 -3 5 4 8 -7 7 -9 -10 10 11 12 -14 -15 -16 16 -18 -19 19 20 22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.0036942446629949556 -0.0032130883655681845 -0.003050626799021901 -0.00027966863973875173 -0.0023908781960772199 -0.0036895188622455741 0.0037510886948401204 -0.0033617520899808569 0.0032281412483604584 -0.003702936704741686 -0.0029934224078137063 0.0024595513164648126 -0.0038747828961271432 -0.0031050470538478959 -0.0034085638878731915 0.0014961633993761201 -0.001894957290425262 0.0030495074680138836 -0.0037683452127057165 -0.0023972581258842581 -0.0033089433432371591 -0.0042471853063050635 0.0022176286421685368 0.0036347151438464367 0.0019987646729669223 0.0039636501548924643 0.00025991674943522867 0.0040262786470212329 -0.0028756808332131229 0.0032386312215777298 -0.0026773794358115393
leaf_weight=0.62108937164885958 0.29893449973315034 0.82663098775083099 1.8696244814200325 0.92737527782448026 0.31850173881686927 0.62845701299374912 0.12097025651019155 0.94735407613916212 0.33376350576872837 0.86867265563343454 0.81561563175639307 0.2700427514501208 0.58853165348409575 0.37736007360217527 2.7708696597837834 2.3713743100815914 0.27788148075342167 0.2875381020712674 0.70470205607128267 0.73700931956412041 0.22748325765135469 3.137535001966171 0.49702951981453303 0.51442022039555013 0.34114350390157344 7.080993412906353 0.079843714833259583 0.25532741099596024 0.31395372003316879 0.52038021464250039
leaf_count=438 20 160 119 356 283 100 7 226 205 119 30 10 136 102 163 190 2 31 40 94 2 123 36 16 8 720 1 10 31 132
internal_value=0 -0.000294688 0.000912091 -0.000204423 -0.000129856 0.00125786 0.000724535 0.00248194 -4.10455e-05 1.1463e-05 6.28079e-05 0.000174708 8.46998e-05 0.000178023 0.000246592 4.25313e-05 -0.00137633 0.000305058 0.000388536 0.0004722 2.13804e-05 0.00144531 0.000304578 -0.000542315 0.000101986 0.000226551 -0.0028148 -0.00161185 0.00049631 5.88332e-05
internal_weight=0 26.0651 3.86534 25.2384 24.5375 3.56641 2.93795 1.06832 23.6101 23.2764 22.9579 21.5199 20.7043 20.1158 19.7384 16.9675 2.64926 14.3183 14.0307 13.7607 9.40404 4.35666 8.66703 1.21912 8.17 7.94252 0.700933 1.43795 0.569281 7.60137
internal_count=3910 3438 472 3278 2839 452 352 233 2483 2278 1995 1835 1805 1669 1567 1404 192 1212 1181 1171 992 179 898 56 862 860 439 160 41 852
is_linear=0
shrinkage=0.00367398


Tree=342
num_leaves=31
num_cat=0
split_feature=1 52 484 160 15 47 48 50 403 15 0 4 51 1 9 133 0 4 12 52 2 12 3 16 13 150 3 4 3 1212
split_gain=2.42668 1.36886 1.12322 1.1093 1.17243 2.02286 1.15133 1.11638 1.02608 0.930137 1.16476 1.21049 0.890855 0.886794 0.859297 0.803653 0.789517 0.77072 1.09822 0.726485 0.800416 0.966353 0.712586 0.681825 0.680241 0.660937 0.650282 0.639628 1.19287 0.681937
threshold=0.094485000000000013 -0.42985499999999993 -0.065229999999999996 -0.40446999999999994 0.035895000000000003 0.08801500000000001 0.12862000000000004 0.14390500000000003 -1.0000000180025095e-35 -0.0063699999999999989 0.024745000000000003 -0.0031049999999999997 0.087505000000000013 0.11026000000000001 0.083710000000000021 -1.0000000180025095e-35 -0.10303999999999998 -0.49269499999999994 1.0000000180025095e-35 0.18936500000000003 0.088210000000000025 0.092365000000000017 0.10666500000000002 -0.089864999999999987 -0.10939499999999998 -1.0000000180025095e-35 -0.11266 -0.082954999999999987 -0.089974999999999986 -0.50114499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 -5 24 10 11 -10 14 -6 17 -13 -15 -11 -19 20 23 -22 26 -20 -4 -7 -23 28 -25 -29
right_child=1 3 8 4 13 25 -8 -9 9 12 -12 15 -14 16 -16 -17 -18 18 19 -21 21 22 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.0014108541083772384 -0.0014007956506513278 -0.0013071679960413626 0.00044203339194714796 0.0010231152958652956 -0.0011714641370299201 -0.0012488992937566604 -0.00068053721355545321 -0.0014542764707319818 -0.0012403407946036144 -0.00065061272470703132 0.0014255930735404664 -0.0014136426627365094 -0.0014194068755507842 0.0012119170246497617 -0.0014154095938433266 -0.00013981694403278436 -0.00050957957992088477 0.00094389376608344951 -0.0012561446799746079 -0.0014067000225005801 0.0010668106337837569 0.00087598154418597901 0.00095987672623548898 -0.00075055027809525711 -0.0011843744176236505 3.5665784704306814e-05 -0.0010864176041605147 0.0012603656169304083 0.0017844452556622934 -0.0011985605130449459
leaf_weight=1.9030088662402693 0.99301262828521686 0.8362035127356674 0.56860465870704491 10.295342251891272 1.60198269796092 0.86816166946664441 0.90871016681194383 0.35932656098157245 3.8445825426606453 2.0791507363319388 0.56801638472825366 1.0856717170681802 0.81735380773898292 0.85880958475172553 0.71927842637524086 7.3171522561460733 1.2467994319740681 3.29877995699644 1.1321115666069062 0.63579292199574489 2.6168359877774492 0.42410054337233316 0.79447612538933743 0.63906185515224934 3.5908018384361631 6.4072052070405325 1.3431346175493672 0.27237455244175879 0.79526321718003334 1.0271951428148938
leaf_count=408 143 43 22 583 99 26 14 13 399 54 13 125 75 18 38 261 51 66 95 98 61 9 9 41 765 197 78 13 17 76
internal_value=0 0.000187949 -0.000378279 0.00025542 0.000313373 0.000453142 0.00081225 0.000939566 -0.000319744 -0.000228906 -0.0005085 -0.000598201 -1.29897e-05 -0.000396808 5.98695e-05 -0.000304399 0.000192563 0.000130338 0.00025544 2.08353e-05 0.000121185 0.000476305 -0.000126908 -0.000354501 -0.000962039 -0.00011762 -0.000615482 1.88711e-05 0.000654981 -0.000683198
internal_weight=0 24.3756 35.4727 23.3825 22.5463 18.8387 11.5634 10.6547 33.5697 29.4103 12.8154 12.2474 16.5949 3.70759 15.7776 8.40282 2.10561 15.0583 12.9791 9.68035 9.04455 5.17855 2.56171 3.86601 4.15941 7.27537 1.76724 2.73389 1.43433 1.29957
internal_count=3910 1187 2723 1044 1001 833 610 596 2315 1528 798 785 730 168 655 386 69 617 563 497 399 157 96 242 787 223 87 147 58 89
is_linear=0
shrinkage=0.0013816


Tree=343
num_leaves=31
num_cat=0
split_feature=1 0 4 132 4 2 1 39 51 48 16 0 3 40 52 15 12 15 131 1429 1373 43 0 15 147 4 1213 43 47 47
split_gain=0.33089 0.526655 0.49604 0.413032 0.405508 0.398068 0.401414 0.363597 0.392524 0.344131 0.465119 0.554539 0.329295 0.384496 0.396847 0.400048 0.328082 0.544468 0.321363 0.310553 0.30771 0.319516 0.508525 0.391334 0.439267 0.421284 0.409377 0.308258 0.332877 0.562396
threshold=0.085835000000000009 -0.084074999999999997 -0.00027999999999999998 0.079995000000000011 -0.15333499999999997 0.14808000000000002 0.086560000000000012 0.005105000000000001 -0.40274499999999996 0.088875000000000023 -0.083144999999999983 -0.060094999999999989 -0.083604999999999985 -1.0000000180025095e-35 0.16064500000000001 -0.14676499999999995 0.085325000000000012 0.085120000000000015 0.10340500000000001 0.084710000000000021 0.09586500000000002 -0.079109999999999986 -0.10303999999999998 0.090505000000000016 1.0000000180025095e-35 0.22584000000000001 0.032650000000000005 -0.074254999999999988 0.096175000000000024 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -2 20 -9 10 16 -12 -4 -14 15 -15 -3 -18 -5 -6 21 22 -8 24 26 -25 27 -23 29 -29
right_child=3 9 12 18 19 -7 7 8 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.002238976751902458 0.0028243792121223112 0.0037861109604132607 -0.0030089644109077209 0.0030425260574477022 -0.0035610918463665508 0.003028161125894711 0.00071064474506005225 -0.0037475445988219016 0.0015532907825464108 0.0020115303607843769 -0.0031783085915530009 -0.00012141030381207743 -0.0030590624018176174 -0.0038225060206890267 -0.0038033550972337397 0.0016636524136564054 -0.0032212364117279123 0.0016496185159051949 -0.0023919277101727403 0.00070258664913274706 -0.0038024969760260315 0.0020534472687442212 -0.0036424870716682228 -0.0035321776363855069 0.002519476410812085 0.0038402215153367321 0.0035424446407462387 -0.00040146809028319518 -0.0020164697037165511 0.0047501699328317479
leaf_weight=0.20640127075603443 0.60652560726157467 0.47999842412536997 0.5589681952260438 1.0123321195133019 1.9809030490723674 0.56778566207503978 0.58426457730820403 0.20089316228404674 2.1797701843315727 1.0505482301523441 1.0870332316117131 2.7791010779910721 0.44060503004584539 0.19305085498490493 0.23732698435196642 1.8733292843098741 0.41193065553670738 1.1341450322943272 0.16690169490175311 0.25375557834922791 0.34928431478329081 0.65538517880485425 0.89407134056090665 0.72107842924015209 0.89156729017850089 0.11888772714883089 0.37590840959455896 5.5158619921421685 1.5860982970334587 0.2938981121405958
leaf_count=26 36 15 79 118 682 107 17 10 282 90 627 195 52 36 59 143 28 106 41 62 23 58 176 220 77 4 20 402 116 3
internal_value=0 -0.000574233 -0.00138702 0.000202937 -0.00262745 4.58375e-05 -6.72504e-05 -0.000189325 0.00110598 9.82577e-05 -0.000242868 -0.000980912 -0.000470369 4.66979e-05 0.000640703 0.00115111 0.00116546 0.000351846 0.00227337 -0.00307693 -0.000446592 -0.000345865 -0.00192205 -0.000116492 9.73332e-05 -0.0024887 -0.000158922 -0.000331737 -0.000543101 -0.000140862
internal_weight=0 12.6871 5.74434 16.7205 2.44106 15.5413 14.9735 14.367 2.38066 6.94276 5.89221 3.86613 3.30328 2.74431 2.30371 2.06638 2.02607 1.54608 1.17923 2.23466 11.9863 11.637 1.47834 10.1587 9.31872 0.839966 8.42715 8.05124 7.39586 5.80976
internal_count=3910 2200 1139 1710 770 1551 1444 1408 292 1061 971 822 369 290 238 179 149 134 159 744 1116 1093 193 900 676 224 599 579 521 405
is_linear=0
shrinkage=0.00362869


Tree=344
num_leaves=31
num_cat=0
split_feature=14 9 156 393 401 133 160 123 13 133 158 402 1 403 0 475 52 366 1366 130 455 16 401 1 48 0 14 15 159 130
split_gain=0.334431 0.361851 0.320367 0.3153 0.304473 0.29917 0.417103 0.41718 0.492658 0.35105 0.316346 0.306208 0.673337 0.295587 0.367922 0.378727 0.317775 0.318962 0.32301 0.309817 0.31568 0.279099 0.278524 0.276327 0.411896 0.446593 0.377773 0.45729 0.367714 0.389881
threshold=0.077685000000000018 -0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 0.41346500000000003 -0.085714999999999986 0.11034000000000001 0.082915000000000016 0.08844500000000001 -1.0000000180025095e-35 0.012625000000000003 -0.086424999999999988 -0.42985499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24153999999999998 0.096345000000000014 0.05259500000000001 0.084260000000000015 0.10113500000000002 0.12675000000000003 -0.15137999999999999 -0.22654999999999997 0.035895000000000003 0.096890000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 21 -7 9 22 11 13 -8 -13 14 15 -11 -15 18 -18 -20 23 -5 -9 28 26 -26 -25 -28 29 -21
right_child=-2 2 3 4 -6 6 7 8 -10 10 -12 12 -14 16 -16 -17 17 -19 19 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0034408794994446046 -0.0023269498260847041 -0.0033309703428679193 -0.0033574100417957317 -0.0033943746639916901 -0.0030516735585763106 -0.0023871649683827314 0.0023257600434500093 0.0028434134789067636 -0.0035212675582462194 0.0034069800617790281 -0.0033453935488571536 -0.0029179174650560574 0.003303116646697303 -0.0025284541255777759 0.0025601270973244676 -0.0032019070196690719 -0.0028045387332206627 -0.0032844502626970772 -0.00305303554230393 -0.0029368406485849093 -0.0030869223921553856 0.00061085139777564558 -0.0017739728922122004 -0.00041714473090777608 -0.0027293368482819583 0.0013730784600095806 0.0023945473648562914 -0.00035520924524075142 -0.0028204278281298849 0.0003016375629581791
leaf_weight=0.32101536373375594 0.73041748863761213 0.33209579846880899 0.3140490051591901 0.52589171327419748 0.35836258796916709 0.72719504807902424 1.2998335999000397 1.3547542240703467 0.17464860156178463 0.10687404125928879 0.32177487990702403 0.45315672815195274 0.32999744568951428 0.50664382209655201 0.19010083039756864 0.86856038447880723 0.38884453964424537 0.29564950056373973 0.30709727492654337 0.42412621626868841 0.29662792052840714 0.29979899135651067 0.1603449995163827 1.061889815260656 0.63353865453973413 0.5390063435770569 3.112944604188669 0.84363808284979303 0.46755409080651666 10.726765328974309
leaf_count=119 126 193 76 178 182 242 95 202 4 4 117 117 25 224 16 618 55 16 19 32 29 32 13 63 22 33 232 30 108 688
internal_value=0 -5.59711e-05 -9.69073e-05 -5.72605e-05 -1.85534e-05 2.25924e-05 8.59177e-05 0.000158247 0.00174742 4.23743e-05 -8.57609e-05 0.00133983 -0.000296562 -3.52614e-05 -0.00165611 -0.0024778 6.11026e-05 0.000129801 0.000183488 0.000246588 0.000302553 -0.00194012 0.00235475 0.000359007 0.00092431 -0.000843501 0.00133735 0.00180823 5.7779e-05 0.000178461
internal_weight=0 27.7428 27.4218 27.0897 26.7756 26.4173 25.5916 24.8644 1.68975 23.1746 21.0916 2.08299 0.783154 20.7699 1.16554 0.975434 19.6043 19.0977 18.802 18.4132 18.1061 0.825691 1.5151 17.8095 6.19102 1.17254 5.01847 3.95658 11.6184 11.1509
internal_count=3910 3784 3665 3472 3396 3214 3004 2762 219 2543 2306 237 142 2189 638 622 1551 1327 1311 1256 1237 210 215 1208 380 55 325 262 828 720
is_linear=0
shrinkage=0.00331285


Tree=345
num_leaves=31
num_cat=0
split_feature=1 50 47 15 48 50 403 402 484 44 52 1212 51 0 3 4 2 3 132 3 1 3 0 160 49 15 48 2 50 13
split_gain=1.62401 1.00855 0.909976 1.15903 0.984243 0.905373 0.821555 0.844428 0.847301 0.817738 0.752324 0.695005 0.678913 0.695923 1.22615 0.815999 0.799808 0.76702 0.694579 0.674204 0.650461 0.712974 0.623102 1.37731 0.82772 0.74611 0.923363 0.613477 0.61089 0.610777
threshold=0.099115000000000023 0.088425000000000017 0.087850000000000025 0.035895000000000003 0.12862000000000004 0.11843500000000001 -1.0000000180025095e-35 0.085345000000000018 -0.0043499999999999988 0.093815000000000023 -0.42035499999999998 -0.50114499999999984 -0.10145999999999998 -0.077944999999999987 -0.084129999999999996 -0.076329999999999995 0.095195000000000016 -0.15464999999999998 0.081240000000000021 0.10223 0.080320000000000016 0.14320000000000002 -0.10071499999999999 0.086620000000000016 -0.085974999999999982 -0.095799999999999982 0.087945000000000009 0.084145000000000011 0.081160000000000024 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 9 20 8 19 10 -2 -3 28 14 17 -16 -15 -14 -18 -8 21 -1 24 -24 -17 26 -26 -22 -10 -5
right_child=2 11 -4 29 -6 -7 7 -9 12 -11 -12 -13 13 16 15 22 18 -19 -20 -21 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0014868709929493401 -0.0014799731122571926 0.0012704585690199979 -0.00023756896835427468 0.00091524417183253199 -0.00080479319356839486 -0.00079822624997707764 -0.001520747085151613 -0.0015007847357907968 -0.0014947184004058486 -0.0014032369615998123 0.0011748606552200826 -0.0013408132356152853 0.00074124065607803695 0.00092409558555589879 0.00094368553151991639 -0.0010837990862207908 -0.0003088580907027962 -0.0011893272154510806 0.0010674090550031046 0.0015349289853837872 -0.0014931305561060116 0.0016291278720027631 -0.0011625585618384524 0.00083835604637551363 0.00033133718025000656 0.00090050698951080861 -0.001334021008737237 0.0012091473189488136 0.0014620859149668452 -0.00070098624134148045
leaf_weight=2.4315675222314894 0.23869355290662397 0.23976896516978774 6.2758953939191988 0.64714835025370154 0.8490776903927334 0.65999660454690445 1.3715510796755612 0.98535282048396666 1.1142271427670589 0.29586651409044851 7.2923015361884618 2.7753697566222391 0.51849987357854876 3.2321533221984158 1.8652847685152742 1.0423827238846568 3.8122530002146959 3.1700761362444707 1.0029285126365719 0.17646715696901072 0.28353312879335124 0.17012644559144963 2.6611992497928267 1.0344512392766771 2.7670035401824862 2.8127400348894374 0.97490839869715262 0.50755233666859567 0.17507386696524907 2.3260501457843921
leaf_count=675 74 9 258 22 14 27 261 156 150 7 536 539 20 95 55 38 133 282 25 3 46 2 227 28 53 43 19 12 4 97
internal_value=0 -0.000319454 0.000218437 0.000450935 0.000705751 0.000856875 -0.000243046 -0.000162141 -0.000114575 0.000996441 0.00109072 -0.00113316 -5.20333e-05 1.89147e-06 -0.000168154 4.20355e-05 0.000357871 -0.000917949 -2.22027e-05 -0.00117241 -0.000927828 -0.00128311 -0.000106896 -0.000602482 0.000134187 0.000327882 -0.000102551 0.000240623 -0.00109321 -0.000349196
internal_weight=0 35.1245 18.585 12.3091 9.33594 8.48686 32.1093 28.7166 27.7312 7.82686 7.531 3.01514 26.1832 24.8939 16.8465 13.158 8.04733 3.68858 4.81518 1.54802 3.39278 2.60169 11.2927 3.69565 7.59703 6.55465 3.74191 0.791085 1.2893 2.9732
internal_count=3910 2875 1035 777 658 644 2327 1592 1436 617 610 548 1172 1018 765 463 253 302 158 264 735 677 408 255 153 115 72 58 154 119
is_linear=0
shrinkage=0.0014715


Tree=346
num_leaves=31
num_cat=0
split_feature=4 482 31 1348 484 150 11 3 15 403 4 160 4 484 1213 38 124 0 133 457 454 3 39 1 1 160 2 49 0 101
split_gain=0.302427 0.329545 0.3301 0.302891 0.384094 0.484521 0.315163 0.355325 0.424085 0.39426 0.386772 0.362115 0.354851 0.345632 0.320856 0.307433 0.568119 0.411568 0.476564 0.449758 0.406095 0.390302 0.530163 0.380406 0.63165 0.422521 0.466138 0.511833 0.404267 0.388725
threshold=0.51224500000000017 0.092060000000000017 -1.0000000180025095e-35 0.090050000000000005 -0.0043499999999999988 0.094545000000000018 0.088315000000000018 -0.10315499999999998 0.079360000000000014 -1.0000000180025095e-35 -0.17479499999999998 -0.51385999999999987 -0.48072499999999996 0.086130000000000026 -1.0000000180025095e-35 0.12641000000000005 -0.048219999999999992 -0.053834999999999994 -0.26719999999999994 -0.0034949999999999994 0.085470000000000004 0.15165000000000003 0.16168500000000002 0.11287500000000002 0.11097000000000001 -0.089989999999999987 -1.0000000180025095e-35 -0.086904999999999996 -0.088084999999999983 -0.041339999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 12 13 -10 -11 -6 -9 -13 16 -16 18 -18 20 -20 22 -19 24 25 -21 29 28 -28 -27
right_child=-2 -3 3 -5 6 -7 -8 9 10 11 -12 14 -14 -15 15 -17 17 21 19 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0035834224111667276 0.0026887141623706083 -0.0031152657217309318 -0.0025827579537126546 0.0028768077911427731 -0.00064015404449835507 0.0028685178379471671 -0.0019271830731897909 -0.0028731442235179643 0.0029993702115661408 -0.0035163457335982123 -0.0022994303032948709 -0.0034665652461712557 0.0021168118475184449 0.0021594441818896283 0.0023083409829922396 -0.003312541952561259 -0.0035197032382383751 -0.0026192429944841304 -0.0027051210248049112 -0.0032306601707302357 0.0018326405599812918 0.0016704246517790411 0.0026792892745639211 0.0021240123201534825 -0.0035920300172855562 0.00083840579684770693 -0.0031153160966299518 0.001153809206541088 0.0013371060006877945 -0.0036030768476593036
leaf_weight=0.28467528679176268 0.45067198044853185 0.44244026188971375 1.395136739403841 0.38747108250390638 0.71458352654008228 0.22554321668576438 1.0646839604305558 1.0432380014244973 0.21095426101237535 0.35717678550283238 0.73749118961859483 0.31378146806677065 2.5038367407978681 0.19248773367144156 1.3011342858663173 0.31729883467778464 0.40356213823545672 1.820211026089815 0.99725917520121032 0.35774951684290712 0.30718040396459401 0.42344200785737474 0.25656665698625136 1.4975074078538444 0.48244404583238143 0.4113878128118813 0.64345008623786271 7.575504629028627 0.39002765354236657 0.54618811793628097
leaf_count=74 168 154 533 45 37 20 122 745 5 129 107 229 149 28 131 18 144 168 109 112 11 31 15 104 10 9 36 411 17 39
internal_value=0 -0.000161079 -0.000112958 -0.000152109 -0.000196413 -0.00182413 -9.0338e-05 -8.18285e-06 0.000907067 -0.000202388 -0.00112087 -7.5683e-05 0.00150468 -0.00208922 -7.57855e-06 5.36346e-05 0.000114971 -6.21509e-05 0.000174213 0.000287072 -0.00163653 -0.00134901 -0.00196466 0.000497855 0.000263855 0.000451299 0.000588989 0.000843032 -0.001435 -0.00169495
internal_weight=0 27.6044 27.162 26.8773 26.4898 1.62068 24.8691 23.8045 4.16687 19.6376 0.948445 18.4019 3.21842 1.23573 18.0447 17.7309 17.4136 16.1125 13.6123 13.2087 1.30444 2.50022 2.07678 11.9043 10.4068 9.92431 9.56656 8.60898 1.03348 0.957576
internal_count=3910 3742 3588 3514 3469 553 2916 2794 298 2496 112 1723 186 773 1594 1365 1347 1216 1002 858 120 214 183 738 634 624 512 464 53 48
is_linear=0
shrinkage=0.00345078


Tree=347
num_leaves=31
num_cat=0
split_feature=15 15 3 483 50 1426 401 1374 393 156 158 453 16 41 150 1452 160 403 52 52 43 13 49 403 15 403 42 1 47 49
split_gain=0.301293 0.395662 0.352261 0.419649 0.346206 0.397354 0.307503 0.305438 0.301377 0.308338 0.315397 0.343618 0.385612 0.37044 0.345473 0.319715 0.329776 0.449378 0.385814 0.476846 0.343058 0.446304 0.43555 0.432317 0.373064 0.383525 0.413061 0.284162 0.428894 0.459374
threshold=-0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.088030000000000011 0.11843500000000001 -1.0000000180025095e-35 0.10072000000000002 0.086000000000000007 -1.0000000180025095e-35 0.10691500000000002 0.085745000000000002 0.089075000000000015 -0.49150499999999991 0.083565000000000014 -0.099594999999999975 1.0000000180025095e-35 -0.217635 0.07955000000000001 0.14114500000000005 0.11401500000000002 0.24789500000000006 -0.094679999999999986 -0.080639999999999976 -0.088854999999999976 -0.10981499999999998 0.096520000000000009 0.10056500000000002 0.11931500000000002 0.09550500000000002 0.073145000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 -1 7 8 -3 10 11 12 -10 14 -14 16 17 -16 19 20 21 22 -18 -23 -25 26 27 28 29 -26
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 18 -19 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0037624779773899378 -0.0025411594800223967 -0.0032626500195918539 0.0032519667112997615 -0.00260352440571811 -0.001738075029991668 0.0022712464422461006 -0.0032502152735393156 -0.0023798437816692931 0.0016630020199386575 -0.0032570479765660089 -0.0015693738015869971 -0.0030593705454156758 0.0032244496650176355 -0.0032079196051862133 -0.003049483961684675 -0.0033615641377451769 -0.0012602433668764844 0.0023600666577469533 0.0022940791121172136 -0.0032946581785764312 -0.0027645032022046608 -0.0032468270931434022 0.0023973070970240546 -0.0028364184825835879 0.0003229035731464386 -0.0029447321166510155 0.002674632068646958 -0.0019886020029450803 0.0026845447392939733 -0.0029366603244912908
leaf_weight=0.12307094037532773 0.72507219498220621 0.2890481804788817 0.31623462290735815 0.71403872789232892 0.35448884975630779 1.4249136821017627 0.31653017592907318 0.57112072908785094 1.7900127681205322 0.28911349595000402 1.1253817524120666 0.33408749365480517 0.37404688831887511 0.34535888183745456 0.6738736830884865 0.27333021754748088 0.42168834229232777 0.20876928756479174 0.90699173160828728 0.41021051653660912 0.38856652608956288 0.39370845336820437 1.7013673434267218 0.41128424665661611 9.2609467353174999 0.37042607815237794 0.764524870101014 0.57032925111707378 0.7556757024140105 0.47161743431934233
leaf_count=1 100 76 66 280 25 291 176 72 146 147 295 28 19 70 238 98 20 18 42 53 89 348 86 42 725 78 77 28 37 139
internal_value=0 -0.000195796 -0.000126238 -0.000170507 0.00113387 0.00179154 -9.63222e-05 -5.31085e-05 5.87181e-06 4.83495e-05 9.18821e-05 0.000181648 0.000234486 9.77645e-05 0.000159955 9.62142e-05 0.00014958 -0.00176998 0.000250267 0.00013383 0.000224506 0.000301312 0.00167083 7.76273e-05 0.000181466 0.000283258 0.000384394 0.00022606 0.000346489 0.000164953
internal_weight=0 25.1734 24.4483 24.132 1.90247 1.54798 23.418 23.1015 22.5304 22.2413 21.9522 20.8268 20.4927 18.7027 18.3574 17.9833 17.71 0.882643 16.8273 15.9203 15.5101 15.1216 2.12306 12.9985 12.6048 12.1935 11.8231 11.0586 10.4882 9.73256
internal_count=3910 3593 3493 3427 317 292 3147 2971 2899 2823 2676 2381 2353 2207 2137 2118 2020 256 1764 1722 1669 1580 106 1474 1126 1084 1006 929 901 864
is_linear=0
shrinkage=0.0032217


Tree=348
num_leaves=31
num_cat=0
split_feature=1 52 484 47 15 52 0 4 43 48 403 52 475 133 1 15 4 9 15 3 1213 50 150 159 2 3 1374 42 457 13
split_gain=2.41754 1.28442 1.21429 1.0164 1.47869 1.09515 1.01225 1.00298 1.0601 1.00089 0.876048 0.876227 0.818765 0.793998 0.755435 0.744252 1.34247 0.894078 0.883929 0.774484 0.707534 0.696866 0.642221 0.723712 0.789196 0.625106 0.560668 0.742507 0.630576 0.557125
threshold=0.094485000000000013 -0.42985499999999993 -0.0043499999999999988 0.08801500000000001 0.035895000000000003 0.12539500000000003 0.024745000000000003 -0.49837999999999999 -0.46376499999999993 0.12862000000000004 -1.0000000180025095e-35 0.17829500000000004 -0.086424999999999988 -0.21767499999999998 0.10498500000000001 -0.0063699999999999989 -0.0031049999999999997 0.083710000000000021 1.0000000180025095e-35 -0.091594999999999982 -1.0000000180025095e-35 0.11901000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.077894999999999978 -0.094679999999999986 -1.0000000180025095e-35 0.082870000000000013 -0.067699999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 9 10 8 -8 21 12 13 -4 -12 -6 16 -15 18 -17 -20 -21 -3 -5 -24 -25 -7 -18 -28 -29 -16
right_child=1 3 6 22 14 25 7 -9 -10 -11 11 -13 -14 15 29 17 26 -19 19 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0014845892548796941 -0.0015757542401691705 0.0012497466172053369 0.0014665216896007211 -0.0014442230883103318 -0.0016224005256321235 -0.0015315225213657336 0.0010124214300802007 0.00082227622043923028 -0.0012296465154789866 -0.00068756359668945021 -0.0015880543614311992 -0.0015742549781201632 -0.0014012023104891668 -0.0012998110111773378 0.0012178591674617482 0.0010659133228127099 -0.0010000137800335108 -0.0015940055616106938 -0.001044563437393104 -0.001563501413245407 0.0004053691144822912 -0.00061232934280477957 -0.0011617148903577425 -0.00024915135108732249 0.00095764221099403331 0.00035713518844984754 -0.0016062631521819477 -3.4690934178408866e-05 0.0012039917828809649 -0.00037659224320315643
leaf_weight=2.3948889560997477 0.91662899567745881 8.6540001858957094 0.26036311499774489 0.84753845771774639 0.85706068796571289 0.64793779840692867 0.75098481774330172 3.2617356714326879 1.5944388834759591 0.78306973725557405 1.0608965880237615 1.3370245146797959 3.2441969182109522 3.3967192198615619 0.72759016091004047 2.2951332144439061 1.3801921689882872 0.70000972691923458 1.4841208013240237 0.48612500040326168 4.8522341179195809 0.51552941836416799 1.0932261606212703 3.3439664491452268 2.1587543948553503 1.2288413485512126 0.55415587173774827 3.8057579966261992 1.3470702096819875 1.9586518974974749
leaf_count=485 143 538 6 26 91 29 9 68 56 12 164 230 768 309 21 42 15 39 78 133 114 12 65 89 62 37 51 138 18 62
internal_value=0 0.000230124 -0.000416171 0.000302674 0.000531186 0.000795287 -0.000335735 0.000264263 -0.000511755 0.00100087 -0.000464123 -0.000352341 -0.00118815 -0.000275864 -0.000350522 -0.000207293 -0.000495578 0.000100556 0.000230657 -5.03291e-05 0.000226079 0.00114506 -0.000169261 -5.43615e-06 0.000224282 -0.000294904 -0.000110128 0.000105085 0.00028913 5.52777e-05
internal_weight=0 23.7328 34.206 22.8162 15.3727 11.8294 31.8112 5.60716 2.34542 9.9526 26.204 22.6994 3.50456 21.3624 3.5433 20.3015 10.4839 9.81762 9.11761 6.82248 5.33836 9.16953 7.44349 6.59595 5.50272 1.87678 7.08718 5.70698 5.15283 2.68624
internal_count=3910 1187 2723 1044 802 628 2238 133 65 562 2105 1331 774 1101 174 937 531 406 367 325 247 550 242 216 151 66 222 207 156 83
is_linear=0
shrinkage=0.00155591


Tree=349
num_leaves=31
num_cat=0
split_feature=12 16 43 13 3 38 0 52 160 160 14 42 52 474 156 457 39 16 52 42 0 402 394 1 3 48 51 15 4 2
split_gain=1.98697 1.45426 1.33964 0.996653 0.88337 1.31195 0.881784 0.856209 0.855038 0.941589 0.788543 0.735993 0.757194 0.716635 0.898533 0.693405 0.685725 0.58085 0.558787 0.716601 0.538146 0.517044 0.524529 0.51159 0.505319 0.493759 0.472416 0.450989 1.00185 0.545179
threshold=0.051320000000000005 -0.17157499999999998 -0.044024999999999988 0.18622000000000002 0.30601500000000009 0.13790500000000003 -0.06402999999999999 -0.087604999999999988 0.098455000000000015 -1.0000000180025095e-35 0.082845000000000016 -1.0000000180025095e-35 -0.51745999999999992 0.084655000000000022 0.078725000000000003 0.081330000000000013 -1.0000000180025095e-35 0.22945500000000005 -0.040174999999999995 0.095185000000000006 -0.11756999999999999 -0.50199999999999989 -0.47621999999999992 0.091655000000000014 -0.018854999999999997 0.08346000000000002 -0.15140499999999998 -0.095799999999999982 0.0057500000000000008 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 10 7 -6 15 26 9 -2 -1 -8 -13 14 16 21 -9 -5 -14 -20 23 -3 -23 -11 -18 -17 -4 -26 -29 -30
right_child=1 6 4 17 5 -7 11 13 -10 20 -12 12 18 -15 -16 25 24 -19 19 -21 -22 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.0011444769655301781 -0.0012398658803020638 0.0010326962652315466 0.00012550410177957503 -0.00097299190427084113 0.0012767670206814891 -0.0015962962071941337 -0.0012696175645376957 -0.0014557070178318854 -0.0015349768817529894 -0.001118967064501136 -0.001109372248826524 -0.0014803350223503485 0.00081222163159560092 0.00096200844980052613 -0.0016062360891131076 -0.0010425178553917485 0.0010308154191109923 0.00061580488445415213 0.00023028533670174775 -0.0015374620971822369 0.00072428295029862964 0.00095496622197154641 -0.0010054336958528582 0.00038336131179355596 -0.00036283940868776435 0.00041996993722522437 -0.0012149253335660471 -0.00037359288317179786 0.0014796539781382857 0.00017447091223804834
leaf_weight=4.9957171217538443 0.80187310767360021 0.28503038850613194 0.74794773105531964 1.0442021996714173 1.9518127755727612 0.41312405467033375 1.0630977497203273 0.6910089356824799 0.61748481774702657 0.77434624452143852 0.35678419657051552 0.60745626804418851 2.1502221270930018 1.4081192142330099 0.83655190328136164 0.72684712300542687 1.019877373473723 0.93619233253411938 2.0900428673485294 0.64336470689158876 4.5258586094714728 0.29956272430717845 12.942734227981417 1.3069712463766334 5.1048704164568353 1.5540381195023654 2.2938907921779963 2.8239763660821904 1.4641036526300015 1.2927172137424348
leaf_count=313 79 27 37 42 141 6 64 29 35 29 9 115 67 43 35 69 36 19 46 71 94 13 2073 38 110 39 101 68 32 30
internal_value=0 -0.000413886 0.000130115 0.000665793 -6.58185e-05 0.00077488 -0.000605843 -0.000178254 0.000120916 0.000258921 0.000994241 -0.000154154 6.18048e-05 -3.13523e-05 -0.000137055 -0.000793116 -3.79104e-05 -0.00022192 0.000253626 -0.000185791 0.00044082 -0.000919076 -0.000961086 -0.000175574 4.57858e-05 -4.60794e-05 -0.000885332 -4.82288e-05 0.000239552 0.000867633
internal_weight=0 30.3889 27.3809 7.3329 20.048 2.36494 22.3624 17.6831 8.02653 7.40905 5.3525 6.55418 5.49109 14.6412 13.2331 15.8082 12.3966 1.98039 4.88363 2.73341 6.60718 13.5273 13.2423 2.08132 11.7055 2.28089 3.04184 10.6857 5.5808 2.75682
internal_count=3910 2859 1051 383 668 147 2584 521 275 240 322 363 299 383 340 2221 305 61 184 117 161 2113 2086 67 276 108 138 240 130 62
is_linear=0
shrinkage=0.00146466


Tree=350
num_leaves=31
num_cat=0
split_feature=4 12 12 150 151 132 151 50 1 13 49 160 376 150 151 11 52 52 1 0 1 16 4 457 4 133 1 51 51 4
split_gain=1.82559 1.20596 1.20529 1.0885 0.803903 0.753395 0.698368 0.857393 0.851658 0.673433 0.788376 0.684225 0.652785 0.630014 0.894621 0.61916 0.603191 0.596231 0.566805 0.553858 0.776306 0.537302 0.507155 0.488686 0.456192 0.444423 0.448965 0.471489 0.425025 0.417938
threshold=0.28937500000000005 0.051320000000000005 -1.0000000180025095e-35 0.081245000000000026 -0.095804999999999987 0.080815000000000012 -0.0095999999999999992 0.11901000000000002 0.11215000000000001 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.048375000000000008 0.091155000000000014 0.056555000000000001 0.077165000000000025 0.11588000000000002 -0.069134999999999988 0.086430000000000021 -0.084304999999999977 0.090475000000000014 -0.50763499999999995 -0.00072999999999999985 0.084620000000000015 0.011185000000000002 -0.069944999999999993 0.13837000000000002 0.10731500000000001 -0.097124999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 23 12 -4 8 -8 15 11 -11 13 25 17 16 19 -15 -7 20 21 -3 -14 -1 -13 -6 27 28 -27 -30
right_child=2 9 3 -5 5 18 7 -9 -10 10 -12 24 22 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013906282736777555 0.0015040274649493078 0.00062115874254067621 -0.0014397951882243367 0.0012516827453261103 -0.0015939361588326833 -0.00028898236339291002 -0.00053973564835468099 -0.0016025198781263073 0.0011017379589359313 -0.0015549031167150348 -0.0010628410201492513 0.00044138021937401213 0.00088428386958206329 -0.00040042986095232625 -0.00080071308779693779 -0.0015425980923881664 -0.0013043166690315858 0.0012696912141795273 0.0015239771187091169 0.00067163674047937528 0.00091090594418312474 -0.0010916260857241052 -0.0005135339838761825 -0.00041717487270609579 -0.00074503921246477577 -0.0014182395030262452 0.00038415223558897413 -0.001501021025248322 -0.00025369540170687118 -0.00089285994514201703
leaf_weight=0.85227341926656908 1.1998940641060469 0.49528684467077244 1.1490216208621857 1.0218279988039283 1.3428620677441472 0.83317259047180303 1.4281517602503297 0.67627613618969906 1.3504120539873836 0.79541936726309392 21.624716914142482 1.8704875877592742 1.1707750712521376 0.78358259610831726 2.0531243300065398 0.95445722714066494 1.0076054022647438 1.1706893737427879 0.694216477451846 1.6000497248023742 0.78288699593394984 2.1398187943268572 1.1107384967617679 0.53415905404835939 1.1487954854965208 1.3816296693403334 0.79005997953936535 1.665873811347409 5.0827626271639064 4.0259130138438026
leaf_count=36 201 15 27 72 57 20 26 13 87 41 2379 52 81 17 36 65 50 27 43 27 21 92 36 14 17 87 17 45 123 86
internal_value=0 -0.000656139 0.000155672 -0.000131917 -0.000400473 -0.000469125 -0.000439007 -0.000106161 0.000258038 -0.000841399 -0.000953274 -0.000332163 -0.000543658 -0.000636859 -0.000117612 -0.000433664 -0.00025801 0.000600041 0.000535029 -4.79154e-05 -0.000384756 -0.000769696 0.000203766 0.000694125 -1.0036e-05 -0.000782483 -0.000698314 -0.000768666 -0.000652367 -0.000536198
internal_weight=0 55.9114 6.82558 5.62569 23.4918 22.1054 4.60386 3.45484 2.77856 32.4195 25.4394 3.8147 20.578 18.2965 4.0074 6.9801 6.02565 1.95427 1.52739 5.01804 3.41799 2.63511 2.28151 1.38643 3.01928 14.2891 12.9462 12.1562 10.4903 9.10868
internal_count=3910 3484 426 225 725 675 153 126 113 2759 2489 110 612 495 80 270 205 44 63 155 128 107 117 50 69 415 358 341 296 209
is_linear=0
shrinkage=0.00148187


Tree=351
num_leaves=31
num_cat=0
split_feature=1 484 47 15 48 50 52 403 52 475 1 1213 15 48 4 15 1374 49 47 4 2 3 12 16 3 3 52 52 16 4
split_gain=1.60854 1.0475 0.979942 1.30363 0.883684 0.800467 0.750408 0.709537 0.706703 0.69387 0.647597 0.618413 0.709406 0.860407 0.763498 0.734866 0.824339 0.932147 0.582926 0.580515 0.655752 0.900977 0.827807 0.759956 0.657157 0.592995 0.579841 0.556091 0.554568 0.553305
threshold=0.094485000000000013 -0.0043499999999999988 0.087850000000000025 0.035895000000000003 0.12862000000000004 0.14390500000000003 -0.42035499999999998 -1.0000000180025095e-35 0.18936500000000003 -0.086424999999999988 0.10498500000000001 -1.0000000180025095e-35 -0.0063699999999999989 0.08407000000000002 0.27020000000000005 -0.13578499999999996 -0.094679999999999986 -0.085974999999999982 0.09550500000000002 -0.49269499999999994 0.087995000000000004 0.084925000000000014 0.092365000000000017 -0.089864999999999987 0.10666500000000002 -0.11266 0.12539500000000003 -0.089799999999999977 0.31524000000000002 -0.59419999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 9 11 -3 -5 -9 13 14 18 -15 -17 -18 -13 28 21 23 -22 -21 25 -24 -8 -19 -14 -10
right_child=2 7 -4 10 -6 -7 26 8 29 -11 -12 12 19 15 -16 16 17 27 -20 20 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001638760060381311 -0.0017238802828636293 0.0015666343973981486 -0.00031952116092399827 -0.0017913511431946381 -0.00094525888882305089 -0.0017852736396182655 0.0013069338044824762 -0.0017228976313912309 0.0020135449265784571 -0.0013079828468493017 -1.4025642133576225e-05 -0.001552024513662978 -0.0015561411597621872 -0.0017827525015860469 0.00082340997224347907 -0.0010715263644847494 -0.0013532452803727145 -0.00033701947028220666 0.00057390313642547331 -0.0016607035361054974 0.0011742560684302795 0.0019391647014881123 0.0010220702785208786 -2.8928270477925751e-06 0.0012641595617245995 -0.0013363168114559787 7.2353943768661613e-05 0.001256334832037475 0.00031654138153018336 -0.0017368183140446768
leaf_weight=1.9231147264945345 0.28170265292283048 0.26820772606879506 6.7096606466220683 0.82472369045717586 0.79779489897191602 0.3071436174213894 7.3111026576952991 0.72461789526279474 0.12675726413726796 3.0580990988528418 2.2294716141186655 3.3340859294403473 1.0441987132653583 0.62947813374921668 0.56652891356497992 1.2121574049815533 0.65057481965050046 0.84355785814113904 0.42729664011858393 1.096856224117799 3.7810716038802639 0.528871415182948 0.42325079813599598 3.1267913314513645 0.69921527057886113 1.2028685477562249 1.3186449368949977 2.7085070456378171 0.83628882747143496 1.3031865536468092
leaf_count=485 83 6 284 103 14 14 546 211 1 780 89 353 43 57 20 14 20 38 34 58 85 6 10 135 9 52 54 51 9 246
internal_value=0 -0.000414539 0.000212836 0.000486116 0.000784959 0.000934696 0.00102844 -0.000332199 -0.000234251 -0.0010762 -0.000493956 -0.000164055 -0.000115181 -0.000447912 -0.00103118 -3.02689e-05 0.00017346 0.000532548 -0.00131052 0.000155723 0.000307951 -0.00016939 0.000679458 -0.000433416 -0.000125101 -0.000722469 0.00111829 0.000877939 -0.000723323 -0.00140437
internal_weight=0 30.5156 19.7802 13.0706 10.0164 9.21859 8.91145 28.5925 25.2662 3.32631 3.0542 23.8362 23.1116 10.3722 4.32791 6.04428 5.4148 4.20264 3.76138 12.7394 10.8589 4.75252 6.10641 4.22365 2.32533 1.62612 8.62975 3.55206 1.88049 1.42994
internal_count=3910 2723 1187 903 711 697 683 2238 1452 786 192 1205 994 587 407 180 123 109 387 407 355 199 156 193 71 62 600 89 52 247
is_linear=0
shrinkage=0.00171365


Tree=352
num_leaves=31
num_cat=0
split_feature=1 150 15 484 403 474 50 52 15 51 9 1213 3 4 52 156 475 13 16 12 2 3 4 1 42 49 48 2 2 11
split_gain=1.93099 1.13137 1.14076 1.10457 0.896428 0.861073 0.899161 0.742704 0.724639 0.846846 0.745856 0.769109 0.735211 0.718584 0.946853 0.616003 0.594886 0.633293 0.563805 0.586847 0.556299 0.68062 0.883105 0.607611 0.551323 0.596021 0.541236 0.534954 1.20503 0.533578
threshold=0.094485000000000013 0.077110000000000012 -0.24219999999999997 -0.0043499999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11843500000000001 0.18936500000000003 -0.0063699999999999989 -0.031524999999999991 0.083710000000000021 -1.0000000180025095e-35 -0.13927999999999999 -0.49269499999999994 0.10433000000000002 0.096585000000000018 -0.086424999999999988 -0.15355999999999997 -0.014099999999999998 0.10129000000000001 0.088210000000000025 -0.089974999999999986 -0.082954999999999987 0.087545000000000026 -1.0000000180025095e-35 -0.088329999999999978 0.12738500000000003 0.090695000000000012 -1.0000000180025095e-35 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 16 -2 -7 8 9 -6 11 -10 -11 14 -13 29 -5 -18 19 20 21 -15 -23 -24 -14 -26 27 28 -3 -4
right_child=1 26 15 4 7 6 -8 -9 10 12 -12 13 24 18 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0014443714877939292 -0.0020388708238227625 0.0015596283863156543 -3.2558376888776267e-05 0.0013542768716198936 -0.0013524081534604089 0.001223876654828422 -0.00075358158589420004 -0.0012567541719688598 -0.0015131700768985417 0.0012119641320770336 -0.0015355894718700259 -0.0014160383976152679 -0.0015475576865968787 -0.0012777463368073905 0.00071995813275291904 -0.0014417569546209977 0.00093669514264722181 -0.0013731101684128181 0.00083849860648765894 -0.0012229096309855161 0.00074803565012761686 0.0013579729270954779 -0.0016665242229096028 0.00045301930308034531 -0.0014347614782716327 -9.4683879299211894e-05 -0.00035623837686663348 0.0013367403378211819 -0.0014689032057699041 -0.0013476481826884428
leaf_weight=2.0406100510153946 0.24111660104244936 0.6440577229950577 11.308842423139136 0.22609607316553626 1.8751907945843509 3.1373703700956006 0.62477852636948217 1.4359987446805451 0.59377352579030862 0.72533625713550165 0.61424200749024827 1.2188878071028728 0.81065191025846406 0.89419728075153804 0.76559218764305104 0.84718894038815129 0.29506041458807919 3.0405026418156984 4.0309836133383152 0.65938951401039947 2.890142448944971 0.96496660576667359 0.59049590607174118 0.63711383217014372 0.84509692923166468 6.8287736187921615 0.75811302522197355 3.2493427449371666 0.55354507127776631 0.74512987793423313
leaf_count=485 4 66 501 6 253 261 21 247 177 23 40 46 95 44 6 91 10 770 97 31 67 27 19 30 28 222 17 167 22 37
internal_value=0 0.00020572 1.67717e-05 -0.000372809 -0.000299781 0.000718745 0.000895481 -0.000204081 -0.000143482 -0.00043036 8.59623e-05 0.000161159 -0.000242624 0.000239739 -0.000591993 -0.000201053 -0.00100862 -0.00116879 0.00039447 0.00012476 0.000273439 -0.000170926 0.000280468 -0.000566508 -0.000366976 -0.000242262 0.000819365 0.00101978 0.000159808 -0.000113852
internal_weight=0 22.1095 16.9044 31.9831 29.9425 4.00327 3.76215 26.3808 24.9448 11.085 13.8598 13.2455 9.20986 12.6518 1.98448 12.9012 3.56166 3.33556 10.6673 6.63631 5.97692 3.08677 2.19258 1.22761 8.48452 7.67387 5.20506 4.44695 1.1976 12.054
internal_count=3910 1187 915 2723 2238 286 282 1452 1205 621 584 544 368 367 52 629 786 780 315 218 187 120 76 49 345 250 272 255 88 538
is_linear=0
shrinkage=0.00150528


Tree=353
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 47 15 48 44 14 4 14 3 51 0 15 4 475 1213 2 403 13 13 12 1186 42 15 43 47 160 48
split_gain=0.361292 0.503171 0.410402 0.383862 0.348081 0.635386 0.565 0.602511 0.40707 0.343426 0.342211 0.36699 0.429488 0.70471 0.546527 0.401621 0.384957 0.418068 0.404374 0.459055 0.403859 0.353936 0.662955 0.354826 0.309684 0.314239 0.309431 0.497886 0.390731 0.375927
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 0.091520000000000018 0.09252500000000001 0.035895000000000003 0.12862000000000004 0.086480000000000015 -0.46879999999999994 0.22584000000000001 0.077685000000000018 -0.14218999999999996 0.08955500000000001 -0.23029999999999998 -1.0000000180025095e-35 -0.48072499999999996 -0.083559999999999982 -1.0000000180025095e-35 0.083585000000000007 0.03138500000000001 -0.5337599999999999 -0.41810499999999995 0.092365000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.029114999999999999 -0.077544999999999989 0.09550500000000002 0.084480000000000013 0.099240000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -4 -7 11 15 13 -13 24 -3 -16 -18 19 -19 -20 -22 23 -23 -15 26 28 -28 29 -26
right_child=2 10 3 -5 -6 9 -8 -9 -10 -11 -12 12 -14 14 16 -17 17 18 20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0033630846177907544 -0.0037135707538074533 -0.0011105557926869088 -0.00076783083204064097 -0.0037401057530063401 -0.0003847650397679382 -0.0020816054551717035 -0.0019513024913645567 -0.003419211361558218 0.0027039223062617144 0.0015451381054941912 -0.0037610162831789823 0.0027096409726495249 -0.0027751160647724949 -0.0037302058221423693 0.0032595920487954377 0.0027465136455755482 -0.0037130406234665947 -0.0031245873698738449 -0.004136867165516484 0.0012181329673988089 0.003949605180914066 -0.003741600212341769 -0.0015668642615218765 0.0017287187634071298 -0.0024760546778996063 -0.003783987034314797 -0.0025543995364914404 0.0017902468472776334 0.0027826062063764211 0.0029908792966886599
leaf_weight=0.79049744433723645 0.32633238343987514 0.56411624292377371 0.51447954372269666 0.28494505694834593 3.3575272377347574 1.1405630530352935 0.53572069574147452 0.26134623121470202 4.2572239423752762 0.5151176860090344 0.39084216489572909 0.99171480617952212 1.0091405558050599 0.71286949497880403 0.48885771445930171 1.0495052633923574 0.41500443499535489 0.95426349027546098 0.23659507371485844 0.50636310945264995 0.44023905321956203 0.17028264040709684 1.4586001920106353 3.0060657242138271 0.64475068970932647 0.51874874587520636 1.6702517601806905 0.45645299833267916 0.62792219693074003 0.23262731032446027
leaf_count=484 144 13 52 35 209 158 14 13 551 19 80 23 176 250 23 58 405 194 3 29 8 45 174 263 117 136 155 22 41 16
internal_value=0 -0.000489672 0.000359994 0.000482322 0.000596021 0.00105184 0.00164798 0.00203109 0.0023296 -0.000953248 -0.000352387 -0.000269917 -0.000455021 -0.000281996 -0.000518589 0.0013981 9.40272e-05 -0.000121281 9.88171e-05 -0.00161907 0.0005712 0.000790681 0.000490638 0.00143546 -0.00148548 -0.00109996 -0.000716614 -0.00162191 0.000562401 -0.00102656
internal_weight=0 17.3357 11.1933 10.8669 10.582 7.22445 5.56877 5.03305 4.7717 1.65568 16.5452 16.1544 14.5407 13.5316 12.5399 1.61362 7.67627 7.18741 6.77241 1.46063 5.31178 5.07519 4.63495 3.17635 4.86362 4.15075 3.632 2.1267 1.5053 0.877378
internal_count=3910 2715 1195 1051 1016 807 630 616 603 177 2231 2151 2080 1904 1881 71 1144 1121 716 223 493 490 482 308 737 487 351 177 174 133
is_linear=0
shrinkage=0.00368659


Tree=354
num_leaves=31
num_cat=0
split_feature=1 2 484 52 133 16 40 151 42 51 0 130 130 2 157 42 43 16 4 0 2 12 1375 3 1212 133 13 42 1447 124
split_gain=1.27024 0.653339 0.637921 0.65771 0.627371 0.727926 0.579958 0.57053 0.561904 0.713757 0.596683 0.584225 0.931694 0.576421 0.663447 0.570383 0.72771 0.595001 0.567479 0.677184 0.631374 0.560446 0.751643 0.739405 0.577323 0.559353 0.549998 0.542781 0.597573 0.565909
threshold=0.10113500000000002 0.14808000000000002 -0.0043499999999999988 0.18936500000000003 -0.26719999999999994 0.050115000000000007 0.053870000000000008 -0.51118499999999989 -1.0000000180025095e-35 -0.10748999999999999 -0.07773999999999999 -0.081969999999999987 -0.084569999999999992 0.086545000000000025 -0.083874999999999991 0.092145000000000019 -0.49922499999999997 -0.090129999999999988 -0.51381999999999983 0.039665000000000006 0.11230000000000001 0.084100000000000022 -1.0000000180025095e-35 0.084925000000000014 -0.5172699999999999 0.084630000000000025 -0.014114999999999997 -0.13165499999999997 -1.0000000180025095e-35 -0.50873999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 8 -2 7 -7 -6 10 -10 11 12 -4 21 -15 18 -17 26 -16 20 -20 22 -11 -24 -23 -12 -18 -9 -29 -30
right_child=1 -3 3 -5 5 6 -8 27 9 13 25 -13 -14 14 15 16 17 -19 19 -21 -22 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0014183107087040495 -0.0017871065203819998 0.0014935239720372307 -0.00179048796789943 -0.001504765570555563 -0.0015351132677081526 -0.00066460788568961464 0.0014519897401875839 -0.0012849607426223578 -0.0017782541745962233 -0.0019414934019796189 -0.00077927292157460224 -0.0016395336696146785 0.0015482532057028622 -0.0018126912632045055 -0.001924719249703609 0.0020686817743310135 -0.0010231532141308593 -0.0017539961274441471 0.00045868730314468551 0.001500048637969687 -0.0012061232057120907 0.0015390035078392235 -0.00019516667225538792 0.0016949953028405629 -0.0013721489562226064 0.0010984773713389484 0.0015827678776352749 -0.0010749580128578602 -0.0015680319275398944 0.00086535724606220065
leaf_weight=1.6477593319723407 0.49158402450848271 1.2156251342967141 0.49566483707167208 1.3141129874275055 0.41359650017693184 3.4140936241601589 0.44900565838906903 0.4621219271793916 0.75004043406808207 0.56554537266492833 1.1264851487940237 2.4383146936888807 0.5303057865239682 0.49363026034554103 0.3016182091087164 0.29498846782371435 0.57396602432709187 1.1060387364123021 7.2204770328243928 1.75023316394072 0.77303727972321201 0.22976486117113415 2.8370918218279182 0.81709618517197657 2.2900816547335126 0.85562855598982412 0.43749555572867438 0.56968686776234712 0.30389564577489281 8.1342507025692825
leaf_count=510 27 139 62 301 17 266 14 10 117 10 126 559 9 88 5 3 51 151 270 38 24 15 137 12 364 66 5 36 10 468
internal_value=0 0.000261512 -0.000360516 -0.000296439 0.000156326 0.000225824 -0.000418597 0.000477703 -0.000235101 -0.000101957 -0.000734813 -0.00117315 -6.47526e-05 -3.81057e-05 0.000177981 0.000256859 -0.000507589 -0.000866488 0.000440449 0.000513663 0.000297687 -0.00045336 -6.32111e-05 0.000227484 -0.0011067 3.13046e-05 0.000104007 0.000565612 0.00066055 0.00077772
internal_weight=0 15.4539 28.8494 27.2016 14.2382 13.7467 3.8631 9.88355 25.8875 20.4411 5.4464 3.46429 1.02597 19.6911 12.9515 12.4579 2.41249 2.1175 10.0454 9.74375 7.99351 6.73958 4.21973 3.65419 2.51985 1.98211 1.01146 9.46996 9.00783 8.43815
internal_count=3910 987 2923 2413 848 821 280 541 2112 1290 822 630 71 1173 635 547 210 207 337 332 294 538 159 149 379 192 56 524 514 478
is_linear=0
shrinkage=0.0017508


Tree=355
num_leaves=31
num_cat=0
split_feature=4 12 48 9 151 132 50 1 16 13 49 160 52 11 0 1 16 1 2 1429 48 124 13 2 156 376 4 0 48 150
split_gain=2.66563 1.5216 1.24972 0.925247 0.942823 0.835624 0.732757 0.778624 1.0051 0.679806 0.976889 0.831448 0.71649 0.708401 0.595582 0.858215 0.648046 0.586604 0.560162 0.806585 0.553305 0.521876 0.966874 0.671882 0.483564 0.554441 0.819925 0.486369 0.510577 0.590398
threshold=0.28937500000000005 0.051320000000000005 0.11930500000000001 -0.016839999999999997 -0.095804999999999987 0.080815000000000012 0.11901000000000002 0.11198000000000001 -0.53943499999999989 -0.094679999999999986 -0.081629999999999994 -1.0000000180025095e-35 0.11588000000000002 0.077330000000000024 -0.084304999999999977 0.090475000000000014 -0.50763499999999995 0.087545000000000026 0.10869000000000002 0.084710000000000021 0.08346000000000002 -0.24148999999999995 -0.080649999999999986 0.11230000000000001 0.082150000000000015 0.048695000000000009 -0.00072999999999999985 -0.14534499999999997 0.084905000000000022 0.09833500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 18 7 8 -2 12 11 -11 13 14 15 16 -3 -7 19 24 -13 -20 -23 -24 25 27 -27 28 -6 -30
right_child=2 9 -4 4 5 17 -8 -9 -10 10 -12 20 -14 -15 -16 -17 -18 -19 21 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.001162964963493939 0.0012591911042583355 0.00065010595452972739 -0.00089030645824386635 0.0006648509180884356 0.0001885635525458482 -0.00023465209512657154 -0.00072677315266414663 0.0012656711443924458 -0.00046167854712602914 -0.001371254354725013 -0.00096348903902811786 -0.00053228506170623253 -0.0012822581030892718 -0.0013448026096269739 0.00059231737252464175 0.00080065502263653387 -0.00097668982442283749 0.0013519279581700704 -0.0014408199574431459 0.00054927608330817082 0.0005587013976618893 0.00081117220890428621 0.00057641797042077636 -0.00071201682132122435 -0.0013554360931664045 0.0010307439287960064 -0.00081758867714619562 -0.00101362869532405 -0.0012292606481323 -0.00018885973563429463
leaf_weight=0.67337830667384224 0.94802318722941015 0.50648780050687481 1.2757860622368751 1.3656653207726801 1.4854440698400191 0.91737204417586216 0.67565153818577517 2.3273788532242179 1.4832303808070708 0.91250437847338606 23.823563110665418 1.5037119090557127 1.3537279318552462 0.84608422871679057 1.6531569641083472 0.85327163455076505 2.3690769297536467 0.70020560640841722 0.51156161539256562 0.89240155555307943 1.6740456856787203 1.5450626641977576 0.89983743848279063 2.9531901471782476 1.8354165712371475 0.78673210879787803 0.8517556651495386 5.5608167580794508 1.8870008648373189 1.8316418416798113
leaf_count=57 54 15 38 42 36 20 18 284 32 41 2379 30 62 53 27 21 92 35 7 34 39 85 17 72 82 37 19 133 32 17
internal_value=0 -0.000595026 0.000272393 -0.000346208 -0.000388509 -0.000451997 0.000545356 0.000725978 0.000209343 -0.000768151 -0.000862301 -0.000272938 -0.000421517 -0.000234427 -5.98687e-05 -0.000349011 -0.000690154 0.000452135 -0.000521505 -0.000654615 4.24476e-05 -0.000180687 -6.12674e-05 -0.000411115 -0.000730068 -0.000637528 6.9902e-05 -0.000745203 -0.000458378 -0.000716804
internal_weight=0 60.1931 6.71007 24.6975 24.0241 22.6584 5.43428 4.75863 2.43125 35.4956 27.9138 4.09026 7.58181 6.22808 5.38199 3.72884 2.87556 1.61758 21.0409 15.1312 3.17776 5.90965 5.39809 3.85303 14.2388 12.4034 1.63849 10.7649 5.20409 3.71864
internal_count=3910 3484 426 725 668 626 388 370 86 2759 2489 110 270 208 155 128 107 55 571 390 69 181 174 89 356 274 56 218 85 49
is_linear=0
shrinkage=0.0013054


Tree=356
num_leaves=31
num_cat=0
split_feature=4 12 151 15 1 50 147 158 160 160 0 16 1186 42 52 52 403 1 16 48 3 11 151 376 484 16 16 39 15 2
split_gain=1.66169 1.33055 1.21771 1.04532 0.908183 0.763687 0.694777 0.628737 0.848295 0.870527 0.734424 0.989275 0.845453 0.842038 0.860682 0.842357 0.689801 0.681625 0.650784 0.626971 0.616067 0.795215 0.691555 0.616181 0.630559 0.583068 0.603907 0.802741 0.712976 0.773083
threshold=0.28937500000000005 0.084100000000000022 -0.27336999999999995 0.085450000000000012 0.13026000000000001 0.14390500000000003 0.088565000000000019 0.084965000000000027 0.084100000000000022 0.10150000000000002 -0.077944999999999987 -0.088144999999999987 0.085080000000000003 0.09901500000000002 -0.42035499999999998 0.11401500000000002 0.092300000000000007 0.08844500000000001 -0.50231999999999988 0.086870000000000017 -0.010319999999999998 0.080455000000000013 -0.095804999999999987 0.048375000000000008 -1.0000000180025095e-35 -0.19424999999999998 0.081265000000000018 0.16168500000000002 -0.015439999999999997 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 7 -4 20 8 10 19 11 12 17 14 -12 -16 -17 18 -3 -10 21 23 -22 24 -1 -24 28 -28 29 -27
right_child=2 4 5 -5 -6 -7 -8 -9 9 -11 13 -13 -14 -15 15 16 -18 -19 -20 -21 22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014356777423710407 -0.0012785313968435887 0.00068989054980161512 0.00083861811064271901 -0.0010229621243452226 0.00081499187791872756 -0.0014471809177953132 0.0013561073600377622 -0.0012866991107599696 1.9221013221411075e-05 -0.00086967769930295204 -0.0013860041392607864 -0.0012595670397389518 0.00098568945594033593 -0.0014171356122943141 0.00043609534178615071 -0.0012859271689240374 0.0011820009768773853 -1.8451855123465466e-05 -0.0012984788767100794 0.0015594712797798562 0.00096422492096688345 -0.0014364186241854848 -0.00091842838303742588 0.0013245187994223389 0.00041845928233252605 -0.00060198234268373473 -0.0012075590812702453 0.0010834903042470077 0.00076276402678262189 0.00031803272260360547
leaf_weight=0.37283640762325365 0.635249180253595 0.3550183731131259 5.5043487285729489 1.6965863022487599 1.0254091564565886 0.29013429488986719 0.79528454737737675 1.7921388343675051 1.0423580992501222 0.90212471166159947 0.79251724493224163 4.6330901010660446 0.72043089801445592 0.96933077805442724 4.3462092209374577 1.0917184464633463 0.26548847381491203 2.1218252498656511 2.46853118680884 0.95479660388082255 1.0274974482599688 0.42556087765842665 1.8554014158435208 1.3564142351970074 4.7790221151080994 3.5079414546489742 1.5646422348218045 0.35353415459394444 2.1052147839218227 3.3831782930064946
leaf_count=64 20 8 397 137 40 9 32 244 32 110 167 881 20 213 204 109 8 76 388 12 30 13 44 77 218 88 102 3 50 114
internal_value=0 -0.000218279 0.000526302 1.47774e-05 -0.000448777 0.000724166 9.65655e-05 -0.000506485 -0.000438818 0.000249874 -0.000551219 -0.000788932 -0.000404081 -0.000223275 -4.51257e-05 0.000141196 -0.000803166 -0.000606539 -0.00104847 0.000755581 4.82474e-05 0.000382165 -0.000119561 0.000501078 0.000284277 -0.000206765 -8.57869e-05 -0.000785302 6.33619e-05 -0.000150303
internal_weight=0 46.7041 6.42973 23.2231 23.481 5.79448 21.5265 22.4556 20.6634 2.89928 17.7642 10.2989 5.66581 7.46526 6.49593 5.70342 1.35721 4.94537 2.82355 1.99715 20.7312 6.93383 13.7974 6.50827 5.15186 12.7699 10.9145 1.91818 8.99633 6.89112
internal_count=3910 3484 426 972 2512 406 835 2472 2228 154 2074 1373 492 701 488 321 117 472 396 44 803 372 431 359 282 401 357 105 252 202
is_linear=0
shrinkage=0.00137317


Tree=357
num_leaves=31
num_cat=0
split_feature=1 484 47 52 42 51 2 157 42 43 12 1375 3 15 48 50 42 15 16 13 1212 13 3 4 51 133 2 1375 4 160
split_gain=1.06622 0.677748 0.660701 0.639885 0.592166 0.659737 0.69319 0.658323 0.631503 0.69148 0.621223 0.724843 0.747202 0.581529 0.661992 0.671095 0.564486 0.564765 0.544846 0.643739 0.520852 0.516955 0.512249 0.609259 0.570824 0.512069 0.486257 0.669298 0.453126 0.447547
threshold=0.10113500000000002 -0.0043499999999999988 0.087850000000000025 0.18936500000000003 -1.0000000180025095e-35 -0.10748999999999999 0.086545000000000025 -0.083874999999999991 0.092145000000000019 -0.49922499999999997 0.084100000000000022 -1.0000000180025095e-35 0.084925000000000014 0.035895000000000003 0.12862000000000004 0.14390500000000003 -0.087904999999999983 -1.0000000180025095e-35 -0.090129999999999988 -0.014114999999999997 -0.5172699999999999 -0.079119999999999982 -0.060719999999999989 -0.08422499999999998 -1.0000000180025095e-35 0.083815000000000014 0.087005000000000013 -0.43271999999999994 0.39574000000000004 -0.51385999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 16 -6 10 -8 26 -10 11 -7 25 14 15 29 17 -3 19 -11 -12 -15 23 24 -19 -13 -9 -28 -22 -2
right_child=2 3 -4 -5 5 6 7 8 9 18 20 12 -14 21 -16 -17 -18 22 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0016676582095023445 -0.0021123812274088951 -0.0017094664055186124 -0.0002771510836323125 -0.0017357827562917436 -0.0020944875700168856 -0.0022796416288582947 -0.0021273748432973499 0.0020902531546426041 0.0024020698848707333 -0.0013403464224860313 0.0017148090953676089 -0.00059441314244563159 0.0020392922207073962 0.0015099827878469808 -0.00094061909299216742 -0.002135511036341286 -0.0018224848018392368 0.001954705904693598 -0.0020645428928414387 0.0019505269659903033 -0.0018491254555935877 -0.00084787264368968061 0.0019661249921563949 0.00087815517894443646 -0.0021264848561126717 0.0017167048764380026 -0.0015873637909948734 0.0005992175886959586 0.0021282721339630339 0.0013595585189965984
leaf_weight=1.6605191238923023 0.16294325701892276 0.97636815003352273 5.4127518425229928 1.2763607908273105 0.67129239108181948 0.55035074846819032 0.47174877731596687 0.84028618619775386 0.2882903786376122 0.60281023551942781 0.2173248057952154 2.4953945277375098 0.79554466577246774 0.51887930301018093 0.73506860155612219 0.25797802908346046 1.7344362827716455 0.17658294900320504 1.0486015204805885 0.43883442925289318 2.2197411207016562 1.6951730186119673 0.5218346985056993 0.92741348542040225 0.85720624087844033 0.4900327295763417 0.6423502378165854 8.6788593056844388 0.12951600644737471 5.983573048899415
leaf_count=510 11 122 249 301 117 10 88 16 3 51 15 102 12 22 14 14 450 9 151 5 358 79 10 59 172 35 7 314 6 598
internal_value=0 -0.00038588 0.000297605 -0.000307199 -0.000236456 -7.90674e-05 -1.11138e-05 0.000269702 0.000359878 -0.000598858 -0.000540827 -6.33313e-05 0.00025927 0.000630205 0.000917211 0.00113044 -0.000860118 -0.000377617 -0.00101275 4.60655e-05 -0.00134664 -0.000295292 0.000146086 -0.000338188 -0.00142937 -0.000215063 0.000584293 0.000448534 -0.00162985 0.00126752
internal_weight=0 28.7117 14.7664 27.0512 25.7748 20.581 19.9097 13.0118 12.54 2.37854 6.8979 4.33132 3.78097 9.35362 7.13956 6.40449 5.19384 3.45941 2.09025 1.04164 2.56658 2.21405 2.48304 1.9612 1.03379 2.98543 10.1615 9.32121 2.34926 6.14652
internal_count=3910 2923 987 2413 2112 1290 1173 635 547 210 538 159 149 738 637 623 822 372 207 56 379 101 250 240 181 137 337 321 364 609
is_linear=0
shrinkage=0.00206698


Tree=358
num_leaves=31
num_cat=0
split_feature=1 47 50 1212 50 15 48 484 401 129 474 52 51 0 0 474 52 133 129 42 43 15 123 3 4 0 47 1 133 52
split_gain=1.35922 0.796461 0.637655 0.738394 0.607126 0.653942 0.716108 0.574026 0.601066 0.581531 0.56686 0.559006 0.54292 0.724118 0.837267 0.631611 0.561237 0.564555 0.55732 0.534501 0.562208 0.531277 0.524529 0.513622 0.505234 0.496257 0.566221 0.62346 0.858975 0.740911
threshold=0.10113500000000002 0.087850000000000025 0.088425000000000017 -0.50114499999999984 0.14061500000000002 0.035895000000000003 0.12862000000000004 -0.0043499999999999988 0.083100000000000021 0.093990000000000004 -1.0000000180025095e-35 0.12539500000000003 -0.10748999999999999 -0.077944999999999987 -0.099864999999999995 0.084655000000000022 0.11401500000000002 -1.0000000180025095e-35 0.093525000000000011 0.093535000000000021 -0.46376499999999993 0.15086500000000003 0.11662000000000002 0.10223 -0.51381999999999983 -0.10209999999999998 0.078345000000000012 0.076710000000000014 0.084285000000000013 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 5 6 10 23 9 12 -2 -12 -9 14 15 25 19 -18 21 24 -21 -16 -5 -1 -15 26 27 28 -14 -29
right_child=1 -3 3 22 -6 -7 -8 8 -10 -11 11 -13 13 16 18 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0019051434221181592 -0.0012684543593886786 -0.00028278766042625866 0.0019199986036291825 -0.00189328883040555 -0.001939996250248437 -0.00017215272568795148 -0.00081788278039507552 -0.001471542292922132 -0.0016983430145209792 -0.0019160777365698981 0.0015408813074622434 4.9520279240361889e-06 -0.0019769478918298575 -0.0011557841673892767 -0.0010752591463583589 0.0014334868897192975 0.0018904205006273476 -0.0016436314058579824 0.0023722664039963447 0.0020447121806392151 -0.0010269975534466878 0.00092239137814049803 0.0020047958901123369 0.0019172152499412651 0.0011136073103234152 0.0012230396599749766 -0.0015584824586448783 -0.00014428412128326748 0.00054956122979750032 0.0015749662413736404
leaf_weight=1.1905238649342269 0.31561348575632742 5.4322069984627879 0.22065809695050154 2.0175877124420363 0.31441802531480867 2.2936702455626801 0.7000823700800537 1.0322091591078919 0.96432303462643076 0.6656961259432127 5.120486016967333 0.98144509829580773 1.1517062488710497 0.3708962476812302 5.8030955783906402 1.0210733648855246 0.19830236712004989 0.75627217080909748 0.18438712251372624 0.25803316198289383 1.0490947302896527 0.50281202234327782 0.12756397575139988 0.13615878904238332 4.2250210758065654 0.8563589164987303 1.0300841830903662 3.2544356160797165 0.78751974424812932 1.1896908754715707
leaf_count=346 37 249 9 545 16 99 14 157 225 111 527 45 66 12 843 28 6 79 2 3 85 10 2 3 177 27 39 72 36 40
internal_value=0 0.000289024 -0.000399891 -0.00132744 0.000608404 0.000693542 0.000972514 -0.000317481 -0.0002548 -0.000197601 0.00116783 0.00129384 -0.000149272 -8.89838e-05 -0.000308776 5.01325e-05 0.000416816 -0.000909471 -0.000822555 0.000631288 -0.000420628 -0.000915973 -0.00166148 -0.00151285 0.000930465 -0.000120671 -0.000275888 -6.89157e-05 -0.000950932 0.000315959
internal_weight=0 15.1579 28.9935 2.36581 9.72572 9.4113 7.11763 26.6277 25.301 24.3367 6.41754 6.10193 23.671 22.6388 15.7812 9.29087 6.85762 0.954575 6.49029 5.90305 1.30713 6.30591 2.14515 1.32668 4.59592 8.2698 7.41344 6.38335 1.93923 4.44413
internal_count=3910 987 2923 556 738 722 623 2367 2018 1793 609 572 1682 1525 1163 308 362 85 855 277 88 853 547 349 189 280 253 214 102 112
is_linear=0
shrinkage=0.00186431


Tree=359
num_leaves=31
num_cat=0
split_feature=1 50 1212 401 14 129 129 130 3 130 51 123 42 50 131 2 133 52 0 123 33 9 42 42 48 51 51 2 45 48
split_gain=0.390645 0.371103 0.467026 0.374429 0.369105 0.380544 0.381979 0.404442 0.427303 0.39318 0.422493 0.391969 0.479804 0.542688 0.446872 0.344173 0.34986 0.329727 0.330835 0.320223 0.296672 0.447902 0.288907 0.273566 0.273362 0.406274 0.352992 0.381652 0.469614 0.564849
threshold=0.10113500000000002 0.088425000000000017 -0.50114499999999984 0.083100000000000021 0.077685000000000018 0.093990000000000004 0.092795000000000016 -0.088449999999999987 -0.15121499999999996 -0.081969999999999987 -0.10748999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.088160000000000002 0.084720000000000004 0.14808000000000002 -0.26719999999999994 -0.42985499999999993 1.0000000180025095e-35 0.11662000000000002 -0.007134999999999999 0.091370000000000021 0.10269500000000001 0.090085000000000012 0.12675000000000003 0.12900500000000004 0.13605000000000003 0.10274500000000002 0.093765000000000015 -0.086624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 23 -10 -11 12 13 -12 20 16 -2 -18 24 -4 -14 22 -22 -9 26 -26 27 -19 29 -29
right_child=15 2 19 -5 -6 -7 -8 8 9 10 11 -13 14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0030716261056171943 -0.0029875430578488117 0.002932145759816675 -0.0030315494139892939 -0.0027049533674878162 -0.0030527720778518192 -0.0030660922168730198 0.0033165147538213044 0.0025726698808409992 0.0023469854219868519 -0.0030207025453574472 -0.002933564735791394 0.0019340034935768457 -0.003105590285928086 0.0034094442066011175 -0.0028706207085460586 0.0023798089634737146 -0.0030185463674217783 -7.223508409788667e-05 0.0025827009488073611 0.0031471689716655671 3.8876642167599104e-05 0.0040349419082367083 -0.0030344394239219768 -0.00020684427794651907 -0.0025867946373610284 0.00074953581439260442 -0.0026601154336182674 -0.0018448323899654662 -0.0025584680800599634 0.002206370354401058
leaf_weight=0.41152584590601193 0.30304888403043051 0.15569899789988983 1.0712474016472686 0.55755229995702293 0.40119852495263231 0.39161160902585734 0.2924761965405186 0.85778222372757251 0.52103145723232458 0.49585576857499525 1.0115125289012326 0.72840414545498866 0.27406105666888159 0.13758961833082128 0.51785472099436525 0.68510820437222797 0.26330484240315577 3.4462273590615915 0.57461497845361087 0.081013092771172412 10.723128900746749 0.24767307704314667 0.2818709861312535 0.50522457621991634 0.69823513738810994 0.61763339350000024 0.30909252248238761 0.35186052881180963 0.25116452132351685 2.5388375890324859
leaf_count=70 27 9 545 236 83 117 7 47 12 179 422 58 22 2 133 139 115 238 117 2 822 5 132 20 36 30 25 17 12 231
internal_value=0 -0.000396795 -0.00193893 -0.000286912 -0.000211166 -0.000145637 -7.83854e-05 -0.000137794 -6.37327e-05 -0.000210273 -0.000302686 -0.00020588 -0.00032402 -0.00217407 -0.000147517 0.00032969 0.000179535 0.000285576 0.000384578 -0.00259714 -2.51776e-05 4.98464e-05 -3.98402e-05 0.00154239 0.000230789 -0.00102081 0.000469574 0.000616409 0.00137176 0.00171325
internal_weight=0 19.6643 1.30796 18.3564 17.7988 17.3976 17.006 16.7135 16.302 14.939 14.418 13.9221 13.1937 1.1491 12.0446 10.0391 9.35402 9.05097 8.78767 1.15226 11.5267 11.2527 11.005 1.36301 8.21305 1.31587 6.89718 6.58809 3.14186 2.8907
internal_count=3910 2923 556 2367 2131 2048 1931 1924 1854 1787 1775 1596 1538 424 1114 987 848 821 706 547 981 959 954 67 589 66 523 498 260 248
is_linear=0
shrinkage=0.00299653


Tree=360
num_leaves=31
num_cat=0
split_feature=1 484 42 51 50 4 160 12 133 52 42 0 52 4 2 50 12 474 160 1 160 393 393 0 43 16 13 151 3 124
split_gain=1.54055 0.897509 0.738729 1.05163 0.81443 0.635244 0.662439 0.706942 0.693574 0.693902 0.622791 0.705729 0.956065 0.849853 0.626878 0.87122 0.901671 0.967374 0.601953 0.83796 0.703372 0.58407 0.818294 0.688023 0.570651 0.680344 0.685663 0.562388 0.559509 0.719353
threshold=0.10420500000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.10748999999999999 0.10119500000000002 0.51224500000000017 -0.079234999999999986 -1.0000000180025095e-35 -0.39018999999999998 -0.42985499999999993 0.092145000000000019 -0.077944999999999987 0.11588000000000002 -0.49837999999999999 0.089710000000000012 0.10030500000000002 0.085325000000000012 0.084655000000000022 -1.0000000180025095e-35 0.088315000000000018 0.087825000000000014 0.085075000000000012 0.091475000000000015 0.11015500000000002 -0.49922499999999997 -0.090494999999999978 -0.014114999999999997 -0.016164999999999995 0.16699000000000003 -0.24148999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 -4 10 6 7 -2 -8 -10 11 14 13 -13 15 16 17 18 -5 20 -20 23 -23 -3 -12 26 27 -26 -11 -30
right_child=5 2 3 4 -6 -7 8 -9 9 28 24 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.001256488879905947 0.00088631917004929907 -0.0012373061385501085 -0.0015622175956719847 -0.0015649701467987795 -0.0015490913372475529 0.0013815355920489497 -0.0016166550559896305 -0.0010380883162459296 -0.0015433932620513267 0.00028816915369071663 0.0010288284577145024 -0.00095585986718983414 -0.00087561382563603059 0.0010515614697605546 0.00026300464781141731 0.001945761994164233 -0.0014064452331420496 0.0014751142167911857 0.00067929838272041498 -0.0010401719738447771 -0.00083442345899224877 0.00070774897705160598 -0.0013361312741684756 0.00064992580254934261 0.0011131628529950938 -0.0014734929304146113 0.0012480550094906102 -0.0014516230706379438 -0.00093466490984155559 0.0015810513002186418
leaf_weight=2.2669914381112894 0.58843320794403586 4.036220039066392 1.1803404613747286 0.88450561778154835 0.86039872991386701 1.0661250252742309 0.42526719742454488 1.833838902413844 0.42784814059268583 9.8507058247923869 0.44309452362358603 0.5589177053188904 0.9411565966438501 4.1209996824618438 6.4246458070119852 0.36696541914716441 1.842190296272747 0.717887149658054 2.4559777983231448 1.8290848862379787 1.0113754055928437 1.2626859792508183 0.7165501033887266 0.50749844964593638 0.26416884036734689 1.7635272950865315 0.56930759502574857 0.81522836512885977 0.31571381352841843 1.6596828824840475
leaf_count=520 22 743 140 128 173 165 16 65 83 411 13 36 19 120 204 3 259 21 83 38 32 32 105 14 12 257 9 69 9 109
internal_value=0 -0.000326178 -0.000263359 -0.00015208 -8.77397e-05 0.000241874 0.000161417 -0.000570599 0.000301263 0.000367823 -3.7464e-05 6.54519e-05 0.000529285 0.000811817 -0.000102404 -0.000360157 -0.000456964 -0.000203425 -0.00039838 -0.000203559 0.000237768 -0.000724816 -3.22045e-05 -0.00102652 -0.000602152 -0.000813942 -0.000108457 -0.000823924 0.000436968 0.00117898
internal_weight=0 35.8397 33.5727 27.0498 25.8694 16.1676 15.1015 2.42227 12.6792 12.254 25.009 21.1537 5.62107 4.67992 15.5326 9.10799 8.74102 6.89883 6.18094 5.29644 3.46735 6.52295 1.97924 4.54372 3.85533 3.41223 1.6487 1.0794 11.8261 1.9754
internal_count=3910 3030 2510 1616 1476 880 715 87 628 612 1303 943 175 156 768 564 561 302 281 153 115 894 137 757 360 347 90 81 529 118
is_linear=0
shrinkage=0.00152765


Tree=361
num_leaves=31
num_cat=0
split_feature=39 51 1 3 1456 484 151 1348 0 1213 475 52 52 474 4 52 0 0 4 52 15 0 0 158 48 150 3 3 43 13
split_gain=0.344228 0.385867 0.365221 0.355661 0.365377 0.315995 0.316065 0.351535 0.302118 0.296786 0.335577 0.311028 0.405686 0.331662 0.472271 0.416295 0.395526 0.536032 0.497593 0.779405 0.489301 0.602512 0.591989 0.443889 0.412242 0.52589 0.380998 0.505302 0.460995 0.598706
threshold=0.005105000000000001 -0.40274499999999996 0.088010000000000019 0.31335500000000011 0.075285000000000005 0.11701500000000002 -0.52174999999999983 0.090050000000000005 0.024745000000000003 -1.0000000180025095e-35 -0.086004999999999984 0.18936500000000003 0.14114500000000005 -1.0000000180025095e-35 0.50541500000000006 0.11401500000000002 -0.077944999999999987 -0.10071499999999999 -0.49837999999999999 0.10599500000000002 0.083935000000000023 -0.081964999999999996 -0.084304999999999977 0.099375000000000005 0.086065000000000016 0.095565000000000011 -0.088024999999999978 -0.078669999999999976 -0.074254999999999988 -0.13934999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 4 5 6 -1 9 -3 10 -8 12 13 -11 15 16 17 24 19 -18 -19 22 -22 26 -15 -26 -20 -28 -29 -30
right_child=1 2 -4 -5 -6 -7 7 -9 -10 11 -12 -13 -14 14 -16 -17 18 20 23 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0032497992395136973 -0.003288138268105444 -0.0024017418803273551 0.0016484097486275664 0.0024171641132254085 -0.002865863887456405 -0.003236079653188124 0.0032775390355370415 0.0029657681898089573 0.0014968454654383234 -0.0032427912743222473 -0.0029012346372473655 -0.0016770184631614059 0.002157564864033768 0.00057880923412016727 0.0032467346373131214 -0.0027789055322046275 -0.0034049611235373463 -0.0022733826387930046 0.0023363048780112661 0.0023504289438306932 -0.0029554299018499444 -0.0032296595717504722 0.0020615019545884329 -0.0026882120346050872 -0.0019609494598930798 0.00046201781727687801 -0.0032982975626210031 0.003169453047146499 0.0033382057029709492 -0.0016434856281874351
leaf_weight=0.34862062800676596 0.22342589913751032 0.48882180557120536 2.522422046517022 0.48701564309885625 0.56835105140635178 0.36224660402513009 0.10234422609210014 0.3543425552197722 0.34551968774758279 0.34990800998642768 0.71422850276578742 1.3112304161477357 0.79739997151773323 5.6557678553799935 0.41823569405823846 0.6083924995327824 0.67483856139006071 2.4154034223465723 2.042802293784916 0.37155936658382416 0.30726151034468774 0.46790745577891346 1.0865583736449478 0.29703682693070721 1.8979805151175244 1.7565246277954427 0.31840406131232146 0.66887116833822791 0.35073352488689091 0.82027723660570306
leaf_count=56 20 64 358 123 279 132 4 32 17 110 552 311 19 252 57 50 69 500 131 4 113 142 71 63 78 29 135 22 13 104
internal_value=0 0.000772723 0.00104301 -0.000283853 -0.000336329 -0.000277646 -0.000233246 -0.000189037 -0.000787249 -0.000236741 -0.00212682 -0.000168501 -7.56622e-05 -0.000162493 -0.000109026 -0.000180124 -9.74834e-05 -0.000390594 0.000620812 -0.00136131 -0.00132576 -9.63242e-05 0.000955541 0.00108191 3.90228e-05 -0.000796359 0.00134848 0.000413509 0.00105586 -0.000151402
internal_weight=0 3.58019 3.35676 25.5542 25.0672 24.4989 24.1366 23.788 0.834341 23.4337 0.816573 22.6171 21.3059 20.5085 20.1586 19.7403 19.1319 13.5874 5.54452 1.0464 4.27713 1.86173 1.39382 4.49813 9.31027 3.65451 4.20109 2.15829 1.83988 1.17101
internal_count=3910 459 439 3451 3328 3049 2917 2861 81 2829 556 2273 1962 1943 1833 1776 1726 1185 541 73 826 326 184 468 359 107 405 274 139 117
is_linear=0
shrinkage=0.00319123


Tree=362
num_leaves=31
num_cat=0
split_feature=4 12 151 484 42 1 2 51 15 147 151 16 52 3 13 50 47 42 393 4 131 16 12 13 0 156 51 1 16 474
split_gain=2.24457 1.83305 1.1194 1.05483 1.10239 1.00504 0.946662 0.998113 0.926733 0.909321 0.853633 0.814984 0.817809 0.807655 1.17658 0.732549 0.69674 0.668991 0.955679 0.687779 0.8095 0.649634 0.620676 0.693479 0.747964 0.606523 0.601709 0.826383 0.910242 0.780196
threshold=0.28937500000000005 0.051320000000000005 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 0.086545000000000025 -0.031524999999999991 0.17176000000000005 0.088565000000000019 -0.095804999999999987 -0.014099999999999998 0.089785000000000018 -0.016619999999999996 0.17936000000000002 0.11901000000000002 0.096475000000000019 -0.088669999999999985 0.085075000000000012 0.25367000000000006 0.10033500000000002 -0.53943499999999989 0.086935000000000012 -0.26418499999999995 -0.082194999999999976 0.094860000000000014 -0.40274499999999996 0.094385000000000011 -0.091624999999999984 0.084710000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -3 17 6 -6 -8 9 10 -1 12 22 14 -12 16 -4 18 19 20 -5 -18 -9 -24 -25 26 -15 29 -29 -28
right_child=2 3 15 4 5 -7 7 11 -10 -11 13 -13 -14 25 -16 -17 21 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0010137172372860841 -0.0011950611607087645 -0.0012775119299919977 0.0011250550017367471 -0.0013876507907607308 -0.00068726576727739489 0.001072638043830053 -0.0011082136848824934 0.00077494074267477064 -0.0011888474284246628 0.001323527778746414 0.0010318131069705005 0.00044378274995327059 -0.001015849129235655 -0.0014211728376439152 -0.00040989935195728062 -0.0005589590917892067 0.00097762794133742035 -0.0013561021622090269 0.00073827173431094601 0.0011980055138231973 0.00049775378630136232 -0.00072455369260025608 0.001519089318698229 -0.001423860190910977 0.00017481573224824147 -0.0013472899528927688 -0.00050414623276808001 -0.00050768285122484568 0.0006212678447019373 0.00073464922092245381
leaf_weight=1.4269048436544896 0.61372273229062546 2.6873886653920662 4.29632200510241 2.2881157679948969 7.5037367840996039 0.97559991851448913 1.4903341042809284 1.3847829368896856 1.083386827725916 0.9910056353546669 2.5607529056724259 5.0892260693944795 1.8624987083021549 0.6187416019383879 1.6602286344859747 0.74443261977285136 0.76801610831171274 2.8813760270131814 0.85426261019892979 0.26429834868758906 0.492394872708246 0.83019602810963966 0.3085453808307651 1.0404228981351487 1.0425307278055691 0.7689820355735727 7.3265816997736533 1.7923419512808321 4.3668840723112234 1.0320423739030955
leaf_count=47 20 524 348 277 631 32 224 28 34 33 87 194 203 21 46 18 17 479 14 6 40 23 3 58 46 50 176 39 161 31
internal_value=0 -0.000261972 0.000528544 -0.000479898 -0.00040189 -0.000248967 -0.000314344 -8.53184e-05 1.62526e-05 7.41644e-05 1.672e-05 5.67822e-05 -0.000292501 -5.39638e-05 0.000464748 0.000687879 0.000845344 -0.000868696 -0.000508507 -0.000858308 -0.00105377 9.34246e-05 6.42608e-05 -0.000347254 -0.000623713 -0.000191618 -0.000132907 -7.80016e-05 0.000292742 -0.000351192
internal_weight=0 53.7934 7.25269 30.1655 27.4781 20.6977 19.7221 12.2183 23.6279 22.5445 21.5535 10.728 5.63878 20.1266 4.22098 6.63897 5.89453 6.78045 3.89907 3.04481 2.78051 1.59821 3.77628 2.3915 2.08295 15.9056 15.1366 14.5179 6.15923 8.35862
internal_count=3910 3484 426 2759 2235 1419 1387 756 725 691 658 532 338 611 133 406 388 816 337 323 317 40 135 107 104 478 428 407 200 207
is_linear=0
shrinkage=0.00133392


Tree=363
num_leaves=31
num_cat=0
split_feature=4 11 151 1211 474 1456 1444 480 0 48 403 42 133 48 1 15 15 2 15 51 3 2 4 124 157 2 2 2 40 48
split_gain=0.348383 0.50583 0.384979 0.357321 0.335017 0.331795 0.346225 0.318199 0.307111 0.405811 0.376352 0.36457 0.369501 0.364022 0.36675 0.503999 0.484427 0.370943 0.566443 0.385023 0.344593 0.392297 0.365889 0.341188 0.337241 0.326382 0.578634 0.447378 0.318748 0.315165
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10662999999999999 0.08456000000000001 -0.017269999999999997 0.078735000000000013 -0.092224999999999988 -0.11403999999999999 -0.26719999999999994 -0.09386499999999999 0.099595000000000017 -0.0071449999999999994 -0.07052499999999999 -0.013084999999999998 1.0000000180025095e-35 0.083165000000000017 -0.091594999999999982 0.10488500000000002 -0.08422499999999998 -0.50873999999999986 0.11782500000000001 0.086650000000000019 0.087005000000000013 0.089710000000000012 0.057150000000000006 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 -1 8 10 -10 -7 28 -13 -14 15 16 25 -17 -19 20 -20 22 -22 -16 -18 29 -27 -28 -12 -15
right_child=2 -3 4 -5 -6 7 -8 -9 9 -11 11 12 13 14 23 17 24 18 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0032788728484493871 -0.0026318123223121473 -0.0025358818737006026 -0.0034454511514527999 -0.0030085907819972588 0.0012020397087281747 -0.0029903649249274945 -0.0025126025776954033 -0.0029984650603689994 0.00027387652923744975 0.0027653520128908858 -0.002954055988933656 -0.0030325546417754984 -0.002704579590021682 -0.00048353964921242455 -0.0027616861088192775 -0.0030086107412141735 -0.0030070185015931132 0.002372617499307473 -0.0016597046126793523 -0.0032299584692745513 -0.0030183733373772073 -0.0025677323811123436 0.0013927547098046345 0.00099150509337294257 0.0015823236442322167 0.0037271994188880875 -0.0026780901160031738 0.00032551585220471214 0.0014347709516200899 -0.0030899626281305514
leaf_weight=0.10283467697445303 0.28003671206533942 0.84037347041885269 0.14371190778911191 0.39116563457355269 3.2076222682371722 0.41323962257595326 0.83339634808363783 0.32383431139169161 2.9758384149172268 0.72002045728731889 0.67773473678973317 0.35449690496900288 0.41837451281028037 1.2671553635155124 0.22559556970372785 0.25606792152393598 1.0798937256331553 1.2944844631419155 0.62167930341092903 0.28504862525733177 0.17814057866053268 0.28321721404790867 2.6090359188965526 4.4857130371383382 0.16349042431102123 0.37126152403652701 0.53636297953198697 2.4416980885143857 0.18730848666746169 0.60920540645020071
leaf_count=3 20 160 4 219 448 339 354 237 157 61 130 132 26 63 10 35 261 59 87 57 97 33 271 315 21 7 53 176 6 69
internal_value=0 -0.000264765 0.000722463 -0.000185591 0.00100275 -0.000139027 -0.00187647 -6.7617e-05 -2.535e-05 0.000759261 -0.000179931 -0.000116626 -2.32424e-05 3.90468e-05 0.000107748 -0.000168739 -0.000732959 0.000491569 0.00066159 0.00010468 0.000362133 0.000771506 0.00111082 0.000811788 -0.00240357 -0.000335457 0.000221582 -0.000215448 -0.00200374 -0.00132978
internal_weight=0 24.9467 3.63137 24.1063 3.35133 23.7151 0.936231 22.7789 22.4551 3.69586 18.7592 18.346 17.4809 17.1264 16.7081 11.9967 6.46907 5.52767 5.27161 3.97712 3.69207 3.07039 2.78718 4.71131 1.24338 5.22568 3.34932 2.97806 0.865043 1.87636
internal_count=3910 3438 472 3278 452 3059 357 2702 2465 218 2247 1908 1772 1640 1614 1289 650 639 604 545 488 401 368 325 282 368 236 229 136 132
is_linear=0
shrinkage=0.00297793


Tree=364
num_leaves=31
num_cat=0
split_feature=4 12 15 48 3 49 50 147 158 160 15 0 43 12 1186 13 52 16 151 0 52 48 52 4 4 14 160 1 4 13
split_gain=1.90448 1.48668 1.06189 1.05487 0.980213 1.11273 0.812233 0.674632 0.664757 0.761978 0.940376 0.884652 0.830941 1.30858 0.827933 0.744273 0.640616 0.832768 0.640266 0.6136 0.596235 0.794596 0.788781 0.76193 0.924306 1.10688 0.634755 0.54448 0.990013 0.544329
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 0.12933000000000003 0.10666500000000002 -0.22390499999999999 0.14390500000000003 0.088565000000000019 0.084965000000000027 0.031805000000000007 -0.088379999999999986 -0.077944999999999987 -0.074254999999999988 0.091475000000000015 0.085080000000000003 -0.094679999999999986 -0.42985499999999993 0.24895000000000003 -0.086769999999999986 1.0000000180025095e-35 0.18936500000000003 0.095090000000000022 -0.080899999999999986 -0.0025899999999999994 -0.37626499999999991 0.077685000000000018 -0.066794999999999979 0.085990000000000011 -0.082509999999999986 -0.09602999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 -3 -2 18 9 11 -11 14 16 -14 15 29 -13 -18 -1 -12 21 23 -23 24 -20 27 -25 28 -26 -7
right_child=3 4 -4 -5 -6 8 -8 -9 -10 10 19 12 13 -15 -16 -17 17 -19 20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00075989527370687738 0.00090977792535544262 0.00057749445426667919 -0.0011299199669831846 -0.0012876557699342235 0.00047485735847143133 -0.00091537017188157873 -0.0016156450598688006 0.0014995412077937656 -0.0015778949604492211 0.00090001314535544574 -0.0015609081792239674 -0.001538587629641033 0.0009923454958664622 -0.0014754497395724152 0.00025353881648514852 -0.0014659745068143558 -0.00019446354749061182 0.0014447198738474099 -0.00070130277759803056 0.00083828213178471225 -0.0011838770901309512 -0.00041910509888765259 0.0011954391828789392 0.00087795036328514649 0.0011743791703640479 -0.00151892683987233 -0.00065208700608055271 0.0012200962240156666 -0.00090792534778060148 0.00091078529920049045
leaf_weight=2.4796236130641836 5.7699661457445464 1.6178078912198604 1.8080427246168245 0.63035111548379053 2.0002611898817113 1.2346029033651573 0.31087769288569678 0.75262069795280595 1.9539308450184751 1.5117346808547156 0.88644488574936875 0.45322534209117327 0.63507057784590637 2.3009036554722115 0.97447811835445541 6.555611055227927 1.9856071692192929 1.1244108948158098 1.9445425552548945 0.3422404327429831 1.038458973634987 1.0258374935947361 2.2125571840442708 0.69577949820086349 1.1137248290469979 0.55038565106224258 6.4511004624655452 2.6520011506509036 1.0070703775854672 0.5449494447093518
leaf_count=127 393 42 137 24 31 109 9 32 245 52 137 65 40 417 43 1157 123 26 82 6 46 38 77 16 37 23 174 105 78 19
internal_value=0 -0.000279326 -8.87874e-06 0.0005864 -0.000545406 -0.000637662 0.000780668 8.35733e-05 -0.000733544 -0.000644603 9.62685e-05 -0.000773031 -0.000342142 -0.000941649 -0.00107384 -0.00122903 0.000151829 0.000398175 3.32364e-05 -0.000892633 -6.31628e-05 2.76459e-06 0.000683994 -0.000150281 0.000196702 0.000524741 -0.000503131 0.000760411 0.000185586 -0.00035615
internal_weight=0 47.853 23.7317 6.71119 24.1213 22.121 6.08084 21.9237 20.5032 18.5493 2.74042 15.8089 6.49922 2.93597 9.30964 8.33516 3.56324 3.11002 21.1711 1.22869 18.6915 17.653 3.23839 14.4146 7.26772 5.32318 7.14688 4.7728 2.1208 1.77955
internal_count=3910 3484 972 426 2512 2481 402 835 2439 2194 195 1999 671 457 1328 1285 214 149 803 143 676 630 115 515 325 243 190 220 115 128
is_linear=0
shrinkage=0.00152193


Tree=365
num_leaves=31
num_cat=0
split_feature=31 2 160 2 2 52 147 403 1456 1374 0 3 11 1 3 15 48 15 160 0 13 0 15 1375 156 39 16 0 15 12
split_gain=0.33885 0.352975 0.445696 0.424867 0.529076 0.409639 0.47615 0.375863 0.358471 0.334984 0.430154 0.425758 0.333812 0.41813 0.981171 0.514579 0.498315 0.412593 0.391984 0.462467 0.37965 0.388519 0.36793 0.46005 0.425771 0.321909 0.415992 0.403661 0.392912 0.645617
threshold=-1.0000000180025095e-35 0.086545000000000025 0.091575000000000017 0.087005000000000013 0.087995000000000004 0.18936500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.066614999999999994 -1.0000000180025095e-35 -0.13027499999999997 0.086245000000000016 0.088315000000000018 0.078340000000000007 0.082730000000000012 -1.0000000180025095e-35 0.088875000000000023 0.035895000000000003 0.089480000000000018 -0.070894999999999986 -0.5337599999999999 -0.11524 -0.095799999999999982 -0.029589999999999995 0.090560000000000015 0.16168500000000002 -0.078399999999999984 -0.084304999999999977 -0.11739999999999999 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -3 -5 8 -7 -2 -6 -9 11 -11 13 15 -15 16 -10 22 19 -18 -17 -22 23 -16 -24 26 27 28 -12 -30
right_child=1 3 -4 4 5 6 -8 9 12 10 25 -13 -14 14 17 20 18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026963124014858808 -0.0024523742592632673 0.002158346218744534 -0.0029683611447274111 -0.0029598567242656629 -0.002948507597115152 -0.00243503980349608 0.0030314463235792655 -0.0030496969005317405 -0.0024105628053803004 -0.00023443525733321698 -0.0030601545405390521 0.0028888798382801575 -0.0019149778100752573 0.0022276058800875472 -0.003146014754508535 -0.0032107522535047618 -0.0030112867195838042 -0.0020480123379732584 0.0027167821322746128 0.0015565289880598832 -0.0030392037956211851 0.00081421412162454904 0.0015911278141209633 0.00018443302844334288 -0.0016137543441552867 0.0032502598374877941 -0.0013383185705505291 0.0014795866547480331 -0.0028599487645803311 0.0013279718514909342
leaf_weight=0.35215016047004866 0.72670699111767945 0.78481238617678428 0.6345039185544018 0.50209463597275572 0.3020695393206666 0.93833090699626953 0.15656241774559021 0.3508932887343662 1.3832058241241703 0.76684957533143261 0.44371949761989515 0.70574772253166884 0.58072265083319585 2.6395768511865754 0.45037358207628164 0.23235172685235728 0.41997495928080752 0.67972827795892943 0.3545685714634601 0.3359341762261463 0.23330134549178172 3.9612975641648305 2.2169580550980759 1.5555692500201983 0.41428558173356567 0.18941318988800038 3.1207453420938762 1.2007207144924876 0.44511704336036961 1.0209325901232658
leaf_count=113 508 69 91 194 97 252 4 19 399 47 19 31 96 312 11 4 85 43 16 33 12 387 123 114 45 2 496 127 114 47
internal_value=0 -0.000168201 -0.000617999 6.99508e-05 -2.44784e-05 6.29648e-05 -0.00165337 -0.000451759 0.000182204 -0.000275408 -0.000152078 0.00126243 0.000243383 0.000327634 0.000781346 -0.000193988 -0.00124827 6.33512e-05 0.000199474 -0.0009813 0.000399885 0.000599889 0.000372839 -0.000563318 0.00108652 -0.000476499 -0.000589783 0.000161222 -0.000667668 5.64495e-05
internal_weight=0 27.7471 9.60535 18.1417 17.3569 16.8548 1.09489 8.97085 15.7599 8.24414 7.89325 1.4726 15.4578 14.8771 7.95649 6.92063 2.49368 5.31691 1.11048 0.755909 4.42695 4.1946 4.63719 2.00594 2.63124 6.42065 6.23124 3.11049 1.90977 1.46605
internal_count=3910 3797 1501 2296 2227 2033 256 1410 1777 902 883 78 1680 1584 648 936 533 336 134 118 403 399 293 125 168 805 803 307 180 161
is_linear=0
shrinkage=0.00290183


Tree=366
num_leaves=31
num_cat=0
split_feature=1 12 3 51 40 147 48 0 4 43 3 16 16 453 4 1184 12 49 15 12 1 1186 43 16 133 160 403 160 160 1
split_gain=2.30527 1.62993 1.4101 1.07856 1.18905 0.860148 0.986763 0.730006 1.11692 0.895808 0.750674 0.687927 0.767344 0.760849 0.643239 0.640554 0.603303 0.589653 0.886072 0.521458 0.517394 0.508348 1.45683 0.495014 0.439969 0.557366 0.46583 0.518219 0.630617 0.433762
threshold=0.099115000000000023 -1.0000000180025095e-35 0.16699000000000003 -0.40274499999999996 0.34489500000000001 1.0000000180025095e-35 -0.09386499999999999 0.039665000000000006 -0.49837999999999999 -0.46376499999999993 0.084925000000000014 -0.072804999999999981 0.67964000000000013 1.0000000180025095e-35 0.39574000000000004 0.084765000000000021 0.085845000000000019 -0.076864999999999975 -0.095799999999999982 0.090840000000000018 0.11561500000000001 0.085080000000000003 0.0016850000000000001 0.032820000000000009 -0.0056849999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10150000000000002 0.092810000000000017 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 -2 15 11 -7 10 9 -9 14 13 -13 19 21 -5 -10 -12 -19 -3 -21 24 -23 29 -1 -26 -27 28 -28 -20
right_child=1 2 -4 4 -6 6 -8 8 16 -11 17 12 -14 -15 -16 -17 -18 18 23 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0013751329015965102 -0.0016231514295707811 0.00045729191025899212 0.0012127815116981192 0.0012958483397768822 -0.0016128149187201958 -0.00078357146724929519 0.001464081123985395 0.00063088416199567822 0.0011777356736586183 -0.0014247317144530183 -0.001172699304747063 -0.0011019666042672077 0.0010105178159937902 -0.0016615355158605229 0.0011644231829017707 -0.0012235948721176187 -0.00018288624640995662 -0.00080836113117308678 0.00014284690304684349 -0.0011028154364283603 0.00016798384766056093 -0.0015105118497010859 0.0014416013635759617 -0.00061043311728057898 -0.0013459767817184201 -0.0014636389114468648 -0.0006344284742462623 -0.0014928941341295541 0.00092940192854324625 0.0015920122568601027
leaf_weight=6.8674886880908224 0.44142733979970206 2.3864327408373383 1.1798224176745851 3.5710053637158157 0.40195468068122853 0.8095711413770913 1.0133376505691547 0.62369742989540133 1.1953118583187454 2.2525132596492767 1.7244539167731998 6.533900349517352 0.42175312247127283 0.79571736883372057 0.32146536372601886 0.24869978614151467 2.019257253035903 2.4090948076918717 0.94635406928136923 1.5468845341820272 1.4119537712540475 0.83600612939335295 0.71417654259130359 0.71406829822808493 5.3307083460968085 1.923153355252009 9.9973367574857335 1.505991347134114 0.63166046701371747 0.95726454257965088
leaf_count=819 10 76 80 348 8 27 63 9 40 80 31 303 14 17 13 6 43 36 26 36 47 60 11 26 661 413 410 165 15 17
internal_value=0 -0.00015581 -0.000384698 0.000634428 0.000870486 -0.000511025 0.000465877 -0.000776665 -0.000291798 -0.000978978 -0.000861334 -0.000646999 -0.000973877 -0.000276757 -0.00097043 0.00113181 0.00032305 -0.000406802 -0.000144058 -7.06131e-05 -0.000496392 -0.000995111 -0.000150459 0.000467309 -0.00104498 -0.00092804 -0.000769562 -0.000659565 -0.000541493 0.000871582
internal_weight=0 20.7625 16.0994 4.66309 4.22166 14.9196 1.82291 40.97 6.09078 2.87621 34.8792 13.0966 6.95565 6.14099 28.128 3.81971 3.21457 6.75124 5.02678 5.34527 2.95884 27.8065 1.55018 2.61769 26.2563 19.3889 14.0581 12.135 10.629 1.90362
internal_count=3910 1035 663 372 362 583 90 2875 172 89 2703 493 317 176 2567 354 83 136 105 159 83 2554 71 69 2483 1664 1003 590 425 43
is_linear=0
shrinkage=0.00151791


Tree=367
num_leaves=31
num_cat=0
split_feature=1 12 0 4 43 3 457 3 51 40 3 2 49 48 4 48 52 3 1186 43 133 160 403 160 160 16 132 48 49 1212
split_gain=1.87379 1.23568 1.10916 1.19947 1.38621 1.07473 1.04735 0.96362 0.947017 1.02488 0.892428 1.08491 0.791057 0.882735 0.653256 0.845014 0.682592 0.723049 0.617262 1.53993 0.75 0.839284 0.875079 0.998991 0.807757 0.641029 0.647383 0.611256 0.580149 0.569831
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060094999999999989 -0.49837999999999999 -0.46376499999999993 0.16699000000000003 0.081330000000000013 0.084925000000000014 -0.40274499999999996 0.34489500000000001 -0.097214999999999982 0.10869000000000002 -0.082494999999999985 0.086285000000000014 0.22584000000000001 0.11930500000000001 0.13709500000000002 0.090325000000000003 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099550000000000013 0.092810000000000017 -0.083144999999999983 0.093105000000000007 0.11462500000000002 0.14121000000000003 -0.5172699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 4 -4 6 14 18 -2 -10 -5 -12 -9 -14 28 16 17 -16 20 -20 29 -22 -23 24 25 -24 -27 -8 -3 -1
right_child=1 5 3 10 -6 -7 27 12 9 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00064348298273575282 -0.0013623188527616772 -0.00070540474231142714 0.00087780626887436371 0.00088207245334855522 -0.0011358855847647393 0.0010545984579481444 0.0010189350023317291 -0.00097673617768972401 0.00091230485761328514 -0.001354730124033611 0.00053883692014677605 -0.0013462542171001405 0.000792721649716479 -0.00034014203767272809 0.00076454725883733901 -0.0011566065920568867 -0.00086408265011596677 -0.0003828733808408706 -0.0013157035050678806 0.0013626371229935271 -0.0010599081767029127 -0.0012973051699250548 0.00028835055320839873 -0.001317036247266959 0.0013736033952756715 -0.00061733981410293367 0.00088191949779375684 -0.00037502359277502323 0.00040224930211147909 -0.0012059670073312823
leaf_weight=0.29352971946354944 0.36744542699307192 5.9657803481677565 0.77526394464075599 3.1118539657909423 2.0927101166453212 1.3551191666629154 1.8003508176188909 1.0948695479892192 5.2417367314919856 0.35215839929878701 1.2886998225003465 0.83097849029581983 2.3371678544208399 2.218688509427011 3.0364832275081426 0.86386399809271086 0.81196079961955536 1.2969551365822551 0.62107118393760063 0.82990685105323792 3.4937354573048678 1.380443067639139 3.1825529697816819 1.1748868031427271 0.61047013755887825 4.3572882845764873 0.53512539598159481 0.73228424042463292 0.90060215396806587 4.5328677525976735
leaf_count=26 10 419 9 64 90 80 67 24 384 8 23 109 55 24 114 28 22 26 57 11 606 362 67 158 7 258 15 10 27 750
internal_value=0 0.000135162 -0.000339859 7.70447e-05 -0.000591549 -4.37195e-05 -0.000140314 -0.000466506 0.000638179 0.000769586 0.000443574 -0.000200176 5.07114e-06 0.00024102 -0.000289058 2.06703e-05 0.000218324 0.000421136 -0.000593327 0.00021621 -0.000653376 -0.000509214 -0.000338053 -0.000203758 -5.31643e-05 -0.000161028 -0.000453353 0.000615887 -0.000560124 -0.00109349
internal_weight=0 22.7247 34.7621 8.09951 2.86797 16.7634 15.4083 26.6626 5.96134 5.5939 5.23153 2.11968 5.65073 4.55586 12.8756 6.00926 5.1454 4.33344 21.0119 1.45098 19.5609 14.7345 11.2408 9.86032 8.68544 8.07497 4.89241 2.53264 6.86638 4.8264
internal_count=3910 1195 2715 295 99 793 713 2420 402 392 196 132 103 79 636 190 162 140 2317 68 2249 1473 867 505 347 340 273 77 446 776
is_linear=0
shrinkage=0.00128638


Tree=368
num_leaves=31
num_cat=0
split_feature=1 13 12 124 51 3 15 147 2 15 159 50 0 15 50 401 457 4 4 52 48 13 16 0 1374 16 15 49 51 403
split_gain=0.338509 0.398906 0.392513 0.376598 0.355646 0.55965 0.351418 0.333748 0.34697 0.584909 0.495523 0.508303 0.479758 0.427355 0.422993 0.376028 0.397936 0.421243 0.361703 0.37982 0.384029 0.327241 0.326885 0.393756 0.443475 0.352526 0.341656 0.311728 0.324403 0.311044
threshold=0.12811000000000003 -0.052124999999999998 0.11655500000000001 0.11158000000000001 -0.40274499999999996 0.11265500000000002 -0.073314999999999991 -1.0000000180025095e-35 0.099015000000000006 -0.11739999999999999 0.09141500000000001 0.10119500000000002 -0.069794999999999982 -0.106555 0.10030500000000002 1.0000000180025095e-35 -0.0015249999999999997 0.15927500000000003 -0.49269499999999994 0.11588000000000002 0.12649500000000002 -0.081124999999999989 -0.19424999999999998 -0.12329499999999999 -0.094679999999999986 -0.063614999999999991 -0.0063699999999999989 -0.51429499999999984 -0.07742499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -3 -6 -7 -1 9 -9 11 12 13 -11 15 16 -15 22 -10 20 27 -21 -18 24 -24 -26 -27 -20 -29 -25
right_child=1 4 3 -5 5 6 -8 8 18 10 -12 -13 -14 14 -16 -17 17 -19 19 21 -22 -23 23 29 25 26 -28 28 -30 -31
leaf_value=-0.0030297186740736856 0.0024446667985912949 -0.0029645539849543958 -0.0027727944747617324 0.0022820648832298169 0.002614280634725579 0.0013308587080675908 -0.0025085038217048257 -0.0022257505888791784 -0.001783918012243322 0.0017932643514082646 -0.002238560565227751 -0.0029165779292494851 0.0012730376448565576 -0.0023897007639043111 0.0033315357376283491 -0.0029256703245698766 -0.003151485373004497 0.001790185639845255 -0.0029980496539332474 -0.00205090155374442 -0.001233228664991002 0.00071558681479097052 -0.00094461300282601759 -0.0029029099398804308 0.0028099741009464771 -0.0017602897880006896 0.0017949251074122936 -0.00041524483774306236 0.0015962843231140252 -0.0004921790054701568
leaf_weight=0.3390312953270137 0.86904321744805235 0.27666529500856984 0.84699912625364859 0.14453860186040401 0.65326214395463356 0.33382269169669598 0.49711479106917977 1.3197621208382901 0.60524034465197463 0.82594744017115829 0.94926950952503908 0.50890159429400306 2.179852713641572 0.73048978825682453 0.25239414535462934 0.49362742049561426 0.339031068666375 0.8344555665971719 0.14764666650444258 0.78052231791662052 0.63972793353605073 0.66196466705878243 0.97079405561089527 0.49792549127596863 0.86687125748721894 0.40294741920661192 0.51694594821310935 0.80171320567023929 4.1392894531745688 4.503646525918132
leaf_count=30 178 20 131 7 94 26 20 218 89 24 210 291 202 103 3 215 17 34 6 61 41 91 14 520 26 19 25 132 421 642
internal_value=0 0.000840105 -0.000250929 -0.00203594 4.82024e-05 0.000609801 -0.00096607 -0.000178118 -0.000137783 -0.000379101 -0.000215239 -7.72974e-05 3.04121e-05 -0.000210685 -0.000369695 -0.00046167 -0.0003358 -0.000167836 0.000364734 0.000546086 0.000880353 -0.000781346 -0.000369596 -0.000248043 0.000630063 0.00148562 0.000237609 0.00114607 0.0012699 -0.000732176
internal_weight=0 2.62991 25.2995 0.991538 1.76086 1.4842 0.830937 24.308 23.969 16.1929 14.8731 13.9238 13.4149 11.2351 10.4091 10.1567 9.66311 8.93262 7.7761 7.17086 5.72838 1.44249 8.09816 7.75913 2.75756 1.78676 0.919893 5.08865 4.941 5.00157
internal_count=3910 338 3572 138 160 140 46 3434 3404 2563 2345 2135 1844 1642 1618 1615 1400 1297 841 752 600 152 1263 1246 84 70 44 559 553 1162
is_linear=0
shrinkage=0.00289434


Tree=369
num_leaves=31
num_cat=0
split_feature=4 12 158 48 14 50 42 1 42 43 151 394 50 42 48 160 13 403 15 4 0 0 12 3 150 1 13 151 2 0
split_gain=1.85133 1.15118 1.04465 1.03032 0.986505 0.972499 1.02947 1.04911 0.827308 1.02469 0.79265 0.779403 0.76079 0.826771 1.05244 0.900893 0.814075 0.758102 1.29531 0.749117 1.06005 0.815611 0.98495 0.70199 0.735154 0.750896 0.7257 0.702736 0.674732 0.663332
threshold=0.28937500000000005 0.051320000000000005 0.084965000000000027 0.11930500000000001 -0.46879999999999994 0.10119500000000002 -1.0000000180025095e-35 0.12263000000000002 0.09901500000000002 -0.17307499999999998 -0.095804999999999987 0.15288500000000002 0.10030500000000002 0.084100000000000022 0.086870000000000017 0.085545000000000024 -0.075169999999999987 0.03138500000000001 0.085120000000000015 -0.51381999999999983 -0.084074999999999997 -0.10783 0.088325000000000015 -0.010319999999999998 0.091630000000000003 0.14000500000000002 0.17936000000000002 0.056555000000000001 0.10705000000000002 -0.069954999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 4 -2 6 17 8 9 -8 -1 -10 13 19 -15 16 -16 -3 -19 -11 21 22 -21 26 25 -25 29 -26 -22 -12
right_child=3 2 -4 -5 -6 -7 7 -9 11 12 23 -13 -14 14 15 -17 -18 18 -20 20 28 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.001047040056238413 -0.000399130852924117 -0.0013785089748914662 -0.0014754726638403965 -0.00078343912667058855 0.0011229244069446067 -0.0015557400810656701 0.0012482264629842317 0.0013080805576490737 -0.0016023156673020667 -0.0018224648327049555 8.6228730836156582e-05 0.0014854036057686951 0.0019075778044427595 -0.0010301000670129702 -0.0015872012418155883 0.0016080409146482745 0.0012126316793314904 -0.001574740761365642 0.00097936822008494527 0.00099950114406886868 0.0012220722480567232 -0.0015721574681082148 -0.0010002095121230243 -0.00059074342072863869 0.00091599303214553941 0.00077926702947525496 -0.00046653997918307287 -0.00042201072506952933 -0.00047170395349828805 0.001425534193003321
leaf_weight=1.5144658568315232 1.2824803725816307 3.3145618534181365 2.3809017128078258 1.1630945419892667 4.7543176610488436 1.6395957050845016 1.1733307428658122 1.0879682726226736 1.6096571859670792 0.46387475356459607 1.6971383600030094 0.22045782580971707 0.37806654209271151 5.2289085343945771 0.68726665445137758 0.76068379124626506 0.38391056028194714 0.85000208043493319 1.056162685039453 1.2866228166967633 2.4656038099201312 0.99365674797445569 1.0701294945320112 10.468375040101813 2.0809239703230573 1.0435006404295553 1.6240170195233075 1.6849080310203133 0.72096253186464299 1.8153725580778017
leaf_count=50 55 596 282 38 333 365 20 36 232 9 68 4 4 670 69 12 11 93 62 27 77 113 28 366 48 22 49 35 49 87
internal_value=0 -0.000291759 -0.000500034 0.000543848 0.000799573 -0.000408569 -0.000329379 -0.000159195 -0.000250712 -0.00013588 -2.79834e-05 -0.00123037 -0.000248348 -0.000306314 -0.000678166 0.000326402 -0.000583739 -0.000933455 -0.000159567 6.8722e-05 0.000202924 -0.000401908 9.14934e-05 -0.000107736 -0.000273333 -0.000466558 0.000384803 0.000317344 0.000838854 0.000778423
internal_weight=0 49.701 27.7723 7.19989 6.0368 25.3914 23.7518 18.5311 17.4431 15.613 21.9287 1.83012 14.4397 14.0616 7.06077 1.83186 1.07118 5.22073 1.90616 7.00085 6.53698 3.35041 2.35675 20.4142 15.2777 11.5119 5.13653 3.76583 3.18657 3.51251
internal_count=3910 3484 2759 426 388 2477 2112 1361 1325 1089 725 236 1069 1065 762 92 80 751 155 303 294 168 55 675 471 388 204 83 126 155
is_linear=0
shrinkage=0.00154009


Tree=370
num_leaves=31
num_cat=0
split_feature=9 138 2 1375 3 0 2 2 1447 1 3 11 15 48 448 160 0 1 4 13 13 12 403 52 16 4 150 4 457 2
split_gain=0.326876 0.316963 0.343627 0.407973 0.430357 0.411603 0.379276 0.477496 0.37865 0.366217 0.508696 0.936773 0.498562 0.440373 0.386148 0.385212 0.446625 0.356403 0.32675 0.297121 0.389897 0.466305 0.376383 0.274974 0.382357 0.401676 0.322193 0.522184 0.427012 0.298655
threshold=-0.016839999999999997 1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.084925000000000014 -0.12329499999999999 0.087005000000000013 0.087995000000000004 -1.0000000180025095e-35 0.083370000000000014 0.076695000000000013 0.08184000000000001 -1.0000000180025095e-35 0.088875000000000023 -0.083114999999999981 0.089480000000000018 -0.070894999999999986 0.13084000000000004 0.28937500000000005 -0.5337599999999999 -0.41810499999999995 0.10058500000000002 0.10150000000000002 -0.074484999999999982 -0.17157499999999998 -0.00027999999999999998 -1.0000000180025095e-35 0.25367000000000006 -1.0000000180025095e-35 0.114165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 17 -6 -4 -8 -9 12 11 14 13 -10 -11 16 -15 -5 -13 -14 -21 22 -22 29 26 -26 -25 -28 -29 -12
right_child=1 -3 6 4 5 -7 7 8 9 10 23 18 19 15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0036575751400173204 -0.0041816642757560004 0.0040561355492888321 0.0027542027525691822 -0.0013086353400548433 0.0032245376597905169 -0.0016707077371742524 -0.0040495976200351962 -0.0030093857458341278 -0.0033139622072238845 -0.0025447715018660486 -0.0020091759573592914 -0.004068892893884556 -0.0043301014033000195 -0.0040959066734874115 0.003998800831327207 0.003525853225604544 0.0019558882909842955 0.0019923974645835079 0.00092458109932565583 0.0042285626361771283 0.0010353134077650378 -0.0029601630369848145 -0.0041813105963867531 -0.0041071861862784186 -0.00037914579986032918 0.00309896904026677 -0.0037060987020861454 -0.0030466279288413039 0.0039028252637178049 0.0021192250658790403
leaf_weight=0.34374551725341262 0.56672359516960469 0.26827301608864118 0.77596363282646308 6.7966533984290489 0.77775685058441013 0.41727686912054174 0.46792843217554292 0.62585826103169395 1.4900070163858017 0.15416339319199379 1.5028887096559627 0.40267368420609262 0.21287813642993558 0.45690098212799057 1.8989891366218199 0.33876268600579351 0.33358293940545969 0.55971732275793318 0.42678795102983713 0.39950474724173535 3.297209182492201 0.65645882606622752 0.23421362237422716 0.37573190126568068 0.88105476542841676 1.2990136798471215 0.36746628407854565 0.18852510210126627 0.54086270660627644 0.33967237279284734
leaf_count=121 44 30 69 1331 37 38 194 151 492 4 88 109 5 104 239 17 32 38 33 8 301 130 42 23 42 65 16 5 73 29
internal_value=0 -0.000244486 -0.00028756 -0.00091447 -0.000697944 0.00151524 3.59927e-05 -8.88794e-05 2.3969e-05 0.000144144 0.000713887 0.00206671 -0.000499187 -0.00189457 0.00350747 -2.1736e-05 -0.00154206 -0.00105747 -0.00149957 0.000262204 0.00047531 0.000117267 0.000689333 4.23803e-06 0.00063598 0.00169332 -0.000929345 0.000159238 0.0021066 -0.00124811
internal_weight=0 27.0535 26.7852 9.11813 8.5514 1.19503 17.6671 16.8911 16.4232 15.7973 8.37783 2.88261 7.41952 2.61925 2.05315 1.12925 0.790484 7.35637 0.829462 4.80026 4.58739 4.18788 3.53142 5.49522 3.65265 2.18007 1.47259 1.09685 0.729388 1.84256
internal_count=3910 3789 3759 1488 1444 75 2271 2202 2008 1857 726 385 1131 645 243 153 136 1369 142 486 481 473 343 341 224 107 117 94 78 117
is_linear=0
shrinkage=0.0039763


Tree=371
num_leaves=31
num_cat=0
split_feature=39 3 1456 3 0 47 13 1 51 15 2 4 43 41 0 0 376 403 129 403 43 160 15 43 48 160 14 14 12 3
split_gain=1.1361 0.983203 0.689838 0.733897 0.76744 0.933564 0.931331 0.660903 0.69206 0.630787 0.694389 0.534489 1.21076 0.706016 0.529017 0.787051 0.501541 0.483736 0.511143 0.937538 0.694329 0.872259 0.699511 1.06225 0.649752 0.718689 0.617225 0.511888 0.476155 0.453008
threshold=0.005105000000000001 0.31335500000000011 0.075285000000000005 -0.10628499999999998 -0.10071499999999999 0.096300000000000011 -0.15610499999999997 0.086245000000000002 -0.40274499999999996 0.079360000000000014 0.12330500000000001 -0.48072499999999996 -0.46376499999999993 0.078610000000000013 -0.10209999999999998 -0.10783 0.048695000000000009 -1.0000000180025095e-35 0.086720000000000005 0.086810000000000012 -0.074254999999999988 -1.0000000180025095e-35 0.083935000000000023 -0.079109999999999986 0.086870000000000017 0.086620000000000016 -0.074139999999999984 0.026890000000000004 0.09112000000000002 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 14 -6 16 -9 11 -11 12 -1 -13 15 -5 -2 -8 20 -20 21 -19 23 24 -23 -26 -22 -28 -15 -24
right_child=7 -3 -4 4 6 -7 17 8 -10 10 -12 13 -14 28 -16 -17 -18 18 19 -21 26 22 29 -25 25 -27 27 -29 -30 -31
leaf_value=0.001447818760776923 -0.0012860373554761191 0.0013520019539430632 -0.0014791060265223054 9.9949604130539162e-05 0.00059443262206527537 -0.0011432840030889491 -0.0015254319290837052 -0.0016355906484440009 0.00093942566799403609 -0.0011447565115566107 0.0017777109146738315 0.00099250431430495593 -0.0017328622114003603 0.00085433307593868739 0.001296717298751929 -0.0017457710223715013 0.00062755699409084689 -0.001514725233875112 -0.0015440959408722769 0.00123831799140988 0.0013519689534845752 -0.0016300589493757288 -0.00015980893716727184 0.0010080852242205422 -0.0016219999859124158 0.0012436240302133275 -0.0013990142649449328 0.001626808741383516 -0.00096948538426747143 0.0015443321095963973
leaf_weight=0.47627915628254414 0.78218255017418303 0.92875377682503213 1.1573157655657258 9.6100855529075453 1.4561452232301206 1.7625589922536171 1.6491983709856857 0.27430743165314186 4.2665370005415753 1.3553737805341368 0.23567944485694159 3.63981879712082 0.77876816201023735 0.56535275536589302 0.82751204504165343 0.60651706089265722 0.59588251681998372 1.3228414126788228 0.45162581448675954 0.88515726756304502 0.22664527175948013 1.5509187440038599 0.6903778666164726 0.86808843468316288 0.36946056515444059 0.52072223706636578 4.4318461741204525 0.14250354515388597 0.94328690599650145 0.87140874983742811
leaf_count=6 67 123 279 296 32 62 726 10 361 135 4 161 79 37 22 31 21 330 78 30 11 186 36 48 28 18 632 7 31 23
internal_value=0 -0.000245128 -0.000284795 -0.000246653 -0.000365631 -8.12367e-05 -0.000601568 0.000494597 0.000783872 0.00017368 -0.000711857 0.000393706 -0.000525822 0.000617861 8.82582e-05 -9.62313e-06 -0.000458589 -0.000726135 -0.000619239 0.000298293 -0.000730796 -0.000383122 -7.58058e-05 -0.000484911 -0.00101584 5.42784e-05 -0.00117933 -0.00130475 -0.000286021 0.000791027
internal_weight=0 38.3242 37.3955 36.2382 28.2436 12.8067 15.4369 5.91891 4.54084 7.99456 1.59105 6.40351 1.25505 5.14846 11.0441 10.2166 1.37807 13.9808 12.3316 1.33678 10.9948 6.19382 4.87098 3.30919 2.4411 0.890183 4.80099 4.57435 1.50864 1.56179
internal_count=3910 3451 3328 3049 2596 411 2185 459 371 453 139 314 85 229 349 327 88 2153 1427 108 1319 669 339 280 232 46 650 639 68 59
is_linear=0
shrinkage=0.00157143


Tree=372
num_leaves=31
num_cat=0
split_feature=156 15 1213 14 1365 403 1429 158 1373 133 160 123 13 133 1 40 47 0 13 475 4 43 3 13 43 43 4 2 0 160
split_gain=0.315288 0.337131 0.307801 0.307092 0.306481 0.314643 0.316034 0.322147 0.322787 0.313481 0.348301 0.339097 0.458567 0.349635 0.318282 0.36225 0.296702 0.289887 0.293414 0.282998 0.275166 0.484854 0.436588 0.543101 0.427731 0.276914 0.264823 0.2553 0.410409 0.412872
threshold=-1.0000000180025095e-35 -0.47308999999999996 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.084084999999999979 -1.0000000180025095e-35 0.11034000000000001 0.11103 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 0.41346500000000003 -0.084614999999999982 0.11368000000000002 -1.0000000180025095e-35 0.10887000000000001 -0.18087499999999998 -0.014729999999999998 -0.086004999999999984 -0.49837999999999999 -0.15426499999999996 -0.17479499999999998 0.16421000000000002 -0.16369999999999998 -0.092084999999999986 -0.59419999999999995 0.11230000000000001 -0.230625 0.10150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 19 4 5 -4 -7 8 9 -8 26 14 13 -13 15 -12 20 -16 -19 -3 21 -17 -22 24 -24 -26 -11 28 -27 -30
right_child=1 2 3 -5 -6 6 7 -9 -10 10 11 12 -14 -15 17 16 -18 18 -20 -21 22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.0036209209514071069 0.0036436636827009402 0.0036874262471397359 -0.0024620365785544321 -0.0024698601284131186 -0.0026662727041202048 -0.0027819662043232891 -0.0021560440142959075 -0.0031708481509493481 -0.0035545470859653697 0.0039234416031034575 -0.0027254117751120254 -0.0028495630129329722 -0.0037823698071263764 0.0035000743931066229 -0.0010595945483434675 0.001940100369158732 -0.0028268440384097908 0.0034746799642028899 0.00094379960819152345 -0.0030301123510446475 0.0034743161309845122 -0.0037879713985442391 0.003191301089562015 -0.0037266472571135089 -0.0022316108079889234 0.0024856963516502349 -0.0032915586840015893 -0.0013310731390965382 0.00052002696122752231 -0.0019001460352804447
leaf_weight=0.33882510184776293 0.30409744640928948 0.091119848191738129 0.63929801280030218 0.68827307285391626 0.55924355055321839 0.48365287677736546 0.67326468724060617 0.37051986632286471 0.29084507102379475 0.075530208647251129 0.57037748006410005 0.12505817692726839 0.15127637609839428 1.1125751156941976 0.53712350066052783 0.29842587653547525 0.41029549628729078 0.92344491297262798 1.663750987965612 0.75446435697086656 0.5717135892482802 0.5350085746031582 0.67181461630391304 0.4285032481420793 0.56006486079424789 1.2221659800270845 0.51995235728101974 1.062190168595406 9.086501697820248 1.0159826500021143
leaf_count=197 119 4 437 108 74 148 191 112 18 1 42 10 4 217 31 4 47 120 100 587 46 49 19 51 87 40 179 85 703 80
internal_value=0 -0.000125482 -0.00016941 -9.78418e-05 -3.13642e-05 3.00357e-05 9.82366e-05 0.00015913 0.000213952 0.00026329 0.000338904 0.000416098 0.00213517 0.00285847 0.000294015 9.37358e-05 0.000195105 0.00134743 0.00184714 -0.00230623 0.000275344 -0.00173693 0.000390065 0.000264538 0.000390118 0.000244765 -0.00237642 0.000356733 0.00051504 0.000276636
internal_weight=0 26.3965 26.0924 25.2469 24.5586 23.9993 23.36 22.8764 22.5059 22.215 21.5418 20.9463 1.38891 1.23763 19.5574 16.433 15.8627 3.12432 2.5872 0.845584 15.4524 0.833434 14.6189 14.0472 13.6187 12.9469 0.595483 12.3868 11.3247 10.1025
internal_count=3910 3713 3594 3003 2895 2821 2384 2236 2124 2106 1915 1735 231 227 1504 1253 1211 251 220 591 1164 53 1111 1065 1014 995 180 908 823 783
is_linear=0
shrinkage=0.00360053


Tree=373
num_leaves=31
num_cat=0
split_feature=1456 151 1213 4 1456 42 42 475 160 453 1373 133 123 133 52 3 403 150 1375 33 159 1 49 0 15 15 43 132 42 475
split_gain=0.295647 0.329914 0.280247 0.290843 0.316173 0.280119 0.476543 0.344216 0.406002 0.409206 0.429003 0.438835 0.413378 0.390857 0.400872 0.392681 0.360092 0.451228 0.321115 0.351701 0.348565 0.259224 0.418004 0.309677 0.307137 0.310613 0.256209 0.306327 0.251508 0.248032
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 0.51224500000000017 0.075285000000000005 -1.0000000180025095e-35 -0.082904999999999993 -0.084444999999999978 -0.10117499999999999 1.0000000180025095e-35 0.099250000000000019 -0.26719999999999994 1.0000000180025095e-35 0.093845000000000026 -0.42985499999999993 -0.15653499999999998 0.092300000000000007 -0.22988499999999998 -0.43271999999999994 -0.007134999999999999 0.10519500000000001 0.10386500000000001 -0.088329999999999978 -0.230625 -0.13578499999999996 -0.24219999999999997 0.0016850000000000001 0.087875000000000023 0.092145000000000019 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 4 5 6 26 -7 16 10 11 -10 13 14 -13 -16 17 -9 -17 -20 21 22 -21 -24 25 -23 27 -4 -15 -2
right_child=2 -3 3 -5 -6 7 -8 8 9 -11 -12 12 -14 28 15 18 -18 -19 19 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00089442262055966406 0.0033626832559121252 -0.0033264833563211972 -0.0011199716155854301 0.0028046976999197308 -0.0024688789864208737 -0.0020977954730100564 -0.0027381027161763731 0.0018235536062630397 -0.0027381930826461732 -0.0022642449890384214 -0.0032495029371382121 -0.0033136291209049707 0.0030796659835736905 0.00015249753449248597 0.0030130246205144927 -0.0010583948161428445 0.0034747796207918891 -0.0030883020566370629 -0.0023404996417078997 -0.001075991969045598 -0.0015602858010204347 0.0028469245720789851 0.003340513824918033 0.00082619227740677486 0.0025326712293392822 -0.001285234814729511 0.0019108904190234621 0.0018818639004785451 -0.0025953880836801207 -0.0026701193927619791
leaf_weight=0.29496446423581801 0.082628492265939713 0.6266278162511324 2.0498097038071146 0.38980397794512001 0.57640256700687942 0.70134539937136864 1.0160691802157185 0.25647954270243634 0.42479630996242335 0.60712567571317677 0.3262195308925574 0.26314078271391395 0.72442832827800963 0.80100997185218215 0.80710205028301274 1.0942330022808331 0.14238992065656919 0.96354412686197477 0.37165159609868936 1.1770809091394916 0.58366577370907258 0.30769507656805217 0.58550896611997583 5.6511385644842642 2.1487344978377223 0.54777262569405172 0.54431970114819694 0.44879247481003393 0.65634734839841258 0.69167587507400341
leaf_count=41 4 328 247 167 276 177 356 5 50 70 24 125 178 50 60 16 4 211 26 50 65 34 17 298 148 26 48 66 192 551
internal_value=0 -0.00197554 -7.74295e-05 -1.49859e-05 -6.12127e-05 -1.39539e-06 -0.00078668 0.000165127 0.000251194 0.000389121 0.000486928 0.000562428 0.000651622 0.000534321 0.00070865 0.000788383 -0.0014777 -0.00205571 0.000644367 0.000808192 0.00091456 0.00105321 0.000722754 0.00106224 0.00186872 0.000201022 -0.000135076 -0.00058079 -0.00108506 -0.00202634
internal_weight=0 0.921592 24.9409 24.1666 23.7768 23.2004 4.05899 19.1414 18.4401 17.0777 16.4705 16.1443 15.7195 14.9951 13.5377 13.2746 1.36241 1.22002 12.4675 11.3732 11.0016 10.4179 7.41373 6.23665 3.0042 0.855468 3.04292 2.4986 1.45736 0.774304
internal_count=3910 369 3541 2986 2819 2543 717 1826 1649 1429 1359 1335 1285 1107 865 740 220 216 680 664 638 573 365 315 208 60 361 313 242 555
is_linear=0
shrinkage=0.00329098


Tree=374
num_leaves=31
num_cat=0
split_feature=4 403 11 484 150 160 133 403 52 1212 133 150 0 3 0 4 151 0 160 42 16 49 52 150 1 2 1 159 457 3
split_gain=1.10951 0.853523 0.75033 0.832095 0.858756 0.74261 0.756667 0.773622 0.794209 0.745568 0.737463 0.794154 0.729745 0.718826 0.716466 0.717242 0.712493 0.682876 0.939454 0.651349 0.584949 0.758115 0.549467 0.520715 0.700748 0.501889 0.488832 0.460128 0.450424 0.431277
threshold=0.27020000000000005 -1.0000000180025095e-35 0.08184000000000001 -0.0043499999999999988 0.094545000000000018 -0.092169999999999988 -0.10870499999999998 0.104315 -0.42985499999999993 -0.5172699999999999 -0.031394999999999992 -0.22988499999999998 -0.077944999999999987 0.045635000000000002 -0.082074999999999995 -0.076329999999999995 -0.27336999999999995 -0.10071499999999999 0.031805000000000007 0.085195000000000007 -0.014099999999999998 -0.085174999999999987 -0.040174999999999995 0.081245000000000026 0.11774500000000002 0.113945 0.094385000000000011 -0.11345499999999999 0.10412500000000001 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 -3 10 9 8 28 -7 -5 -12 14 -14 15 -10 -2 20 -19 -20 25 -22 -1 24 -18 26 -17 -26 -8 -15
right_child=16 2 -4 5 -6 6 7 -9 12 -11 11 -13 13 29 -16 17 23 18 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00013241784289202 -0.0015658857773953475 -0.0014691487123803374 -0.001485711356716074 0.00083845138488175086 0.0011499649376857767 0.0020564206215629749 -0.0016287066081204658 -0.0014569669565464034 0.0010469666504618952 -0.001377428497700151 0.00097856753895651186 -0.0016567955045039579 0.00096038504162375958 -0.0015029980329278236 -0.0016465194763120039 -0.00021175095755060491 -0.00010454396158773646 -0.0015009252656776207 -0.0012593447606959918 0.0010482905147923755 -0.0007682494771778139 0.0016267432490240812 -0.0016445361823554973 0.0017824656016719636 -0.0014436639749965266 -0.0011105577146057243 0.00078956262898846467 0.0016044829271409833 0.0019975051054370399 0.00023883454596944294
leaf_weight=1.0891392971388998 0.45578419743105758 2.3886715679545882 1.3261084526893672 0.6250561646302234 0.44685015059076238 0.2127158306539062 1.0259276231518075 0.93438245443394308 2.0098511854885244 1.7906146597233661 0.40573131665587503 2.2537859118310757 5.8784442148171276 0.55750578385777805 0.75708273274358262 4.1450227685272765 2.7836768901906899 2.0027520175790321 0.55566665588412423 1.0878116406965999 0.53875931631773744 1.5149076732341198 2.1470976183190933 1.0601499076001344 0.16491973865777243 1.1307994741946457 2.2682978832162917 1.5342189405346287 0.1144956201314925 1.8320276231970636
leaf_count=109 20 486 154 40 21 7 195 135 52 255 6 318 255 34 65 75 119 173 37 21 20 60 785 100 7 28 54 226 1 52
internal_value=0 -0.000282817 -0.000205731 -0.000156499 -0.0010564 -7.58552e-05 1.4556e-05 9.26539e-05 0.000149616 -0.00101282 -0.000856412 -0.00125475 0.000216046 0.000634398 1.11308e-08 8.1732e-05 0.000518191 -6.47475e-05 -0.00070358 0.00026807 0.000177947 0.00099844 -0.00113564 0.000689559 0.000431096 -4.54085e-05 0.000142399 0.00130863 -0.00126464 -0.000167555
internal_weight=0 39.0395 35.8033 34.4772 2.83552 31.6416 28.3571 26.3537 25.4194 2.00333 3.28457 2.65952 24.2789 8.26798 16.011 15.2539 5.99875 13.244 3.64623 1.64348 9.59779 2.05367 3.23624 5.54297 4.48282 7.54412 6.41332 1.69914 1.14042 2.38953
internal_count=3910 3438 2544 2390 507 1883 1519 1257 1122 262 364 324 926 341 585 520 472 468 231 58 237 80 894 452 352 157 129 233 196 86
is_linear=0
shrinkage=0.00173405


Tree=375
num_leaves=31
num_cat=0
split_feature=4 12 484 48 50 13 43 130 0 160 13 52 151 403 13 52 52 15 132 38 15 2 43 124 40 13 4 52 49 1
split_gain=1.27622 0.957889 0.910158 0.806739 0.789758 0.760492 0.79154 1.16326 0.932915 0.938667 0.744669 0.724074 0.693903 0.693349 0.693244 0.916451 0.627232 0.619196 0.566068 0.621246 0.553538 0.552878 0.552212 0.549645 0.734513 0.56214 0.555083 0.539508 0.538028 0.528881
threshold=0.28937500000000005 0.080120000000000011 -1.0000000180025095e-35 0.11930500000000001 0.11901000000000002 -0.094679999999999986 -0.074254999999999988 -0.081969999999999987 -0.070894999999999986 -1.0000000180025095e-35 0.019675000000000002 -0.42985499999999993 -0.086769999999999986 0.086810000000000012 -0.003375 -0.090304999999999983 -0.088779999999999984 0.085950000000000013 0.080815000000000012 1.0000000180025095e-35 -0.098459999999999978 0.089785000000000018 -0.4045149999999999 -0.048219999999999992 -0.061244999999999994 -0.10241499999999999 -0.41745999999999994 0.11588000000000002 -0.07107999999999999 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 -2 27 8 13 9 -7 -9 -10 20 -8 15 -11 -13 18 19 23 -1 -17 -18 -14 -25 -26 -27 -4 -28 -16
right_child=3 2 5 -5 -6 6 7 10 11 14 -12 16 17 -15 29 21 22 -19 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.00012445519374086372 0.00099614716211144272 -0.0014526423472886289 0.00036348081622093915 -0.00079335669421580978 -0.00092096350855756218 -0.0015732099108310877 -0.00098311743797211727 -0.0015510494615762539 -0.0015672098590460372 -0.0010301433671404665 -0.00034629425767725906 0.0014563055467809098 0.00069002665113348377 0.0016877487038838663 -0.0015931066094516202 0.0012878090901389623 0.0011019882067781405 -0.0011743959363622295 0.00091489476985054559 -0.0012222314395184419 0.0014506698816005596 -0.00037339239546656494 -0.0008527033421307466 -0.0013854418976060327 0.001069681053817817 -0.001139011673584251 -0.00084352190935341881 -0.0010858476564740802 0.00016863588691437944 0.00015804372564651734
leaf_weight=0.90449985023587975 4.3234807911794624 2.0569691660930429 4.3103487878106561 0.95182267576456059 0.58719923067837942 1.7036423543468115 0.38676616956946297 4.1666775809135164 0.38034913863521103 1.0114903541980313 1.7539716244209556 1.3842204539105301 2.169597347732636 0.59142852725926787 1.2227122138720004 1.4964746688492598 0.61046612728387151 1.2212403690209601 1.3969179526902724 1.1321710874326516 1.320332874078306 0.71104661573190231 0.807884118170482 1.069112793775276 1.0007843154016889 1.1998859382001708 1.5394015521742419 0.72134564176667471 7.050726480083533 0.62809630297124375
leaf_count=35 370 514 162 38 18 301 38 974 66 93 174 33 113 10 176 49 10 65 59 55 59 33 50 58 52 71 33 43 152 6
internal_value=0 -0.000256874 -0.000466185 0.000513586 0.000766907 -0.000373476 -0.00053145 -0.000935253 -0.000251651 -0.000577125 -0.00119414 0.000440979 -6.3463e-06 0.000631721 -0.000242405 0.000192511 0.00071352 -0.000108536 -2.9926e-05 -0.000116977 0.000810307 0.000752733 -1.13928e-05 -2.77837e-05 -0.000159097 -3.75948e-05 -0.000150786 0.000155705 -1.27488e-05 -0.000998831
internal_weight=0 43.9486 23.9439 5.8625 4.91068 21.8869 16.8552 6.89884 9.95638 6.77346 5.92065 3.18292 20.0047 0.978195 5.06982 3.21901 2.80257 17.7798 16.5586 15.1617 2.22483 2.20752 1.41835 14.0295 11.8599 10.7908 9.79001 5.03169 8.59013 1.85081
internal_count=3910 3484 2732 426 388 2218 2013 1196 817 658 1148 159 752 48 357 175 93 658 593 534 94 82 60 479 366 308 256 205 185 182
is_linear=0
shrinkage=0.0015511


Tree=376
num_leaves=31
num_cat=0
split_feature=4 11 151 1211 150 1456 480 401 1 159 393 453 31 30 15 43 4 3 13 156 403 1373 16 15 128 160 12 0 1 2
split_gain=0.299344 0.40282 0.336525 0.305693 0.297652 0.292932 0.286532 0.290344 0.273588 0.295162 0.265229 0.259667 0.252005 0.276864 0.277179 0.261838 0.645923 0.32839 0.334397 0.349084 0.308381 0.246207 0.260169 0.25996 0.353585 0.257247 0.243186 0.288325 0.256015 0.316616
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 0.081245000000000026 -1.0000000180025095e-35 0.08456000000000001 0.10072000000000002 0.11774500000000002 -0.11345499999999999 -1.0000000180025095e-35 0.090755000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14097499999999996 -0.50992999999999988 -0.51381999999999983 -0.14539499999999997 -0.094679999999999986 0.091280000000000014 -0.088854999999999976 0.11103 -0.40374499999999997 -0.106555 0.086435000000000012 -0.40446999999999994 -0.051479999999999991 -0.084304999999999977 0.090475000000000014 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 8 11 7 10 -4 -10 -7 -1 -12 -14 -15 -16 -17 -18 26 20 -20 22 -22 -24 25 -25 -19 28 29 -28
right_child=2 -3 4 -5 -6 6 -8 -9 9 -11 12 -13 13 14 15 16 17 18 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0030055275146213174 -0.0032124096266207447 -0.0029389071148160908 -0.00018693598993747937 -0.0036389930477414606 0.0036767967780573186 -0.003650351745394448 -0.0036336330890852984 -0.0034163697925963018 -0.0032683732127990143 0.0031185328886774171 0.0037464609209274763 0.0038340331527834397 -0.0041048273747261339 -0.0019746164384411404 0.002667981320860669 -0.0036814545400428106 0.0022948424104873421 -0.0018312674797573607 -0.0036215989206191362 -0.002847530116124878 -0.0017130767537095009 -0.0034589081983808201 0.0024913584496317237 -0.0036596835103537124 -0.003758227232785352 0.00034169773543962323 -0.003726566358741498 0.0030195999622813939 0.0023157324596421803 0.00083026663276622892
leaf_weight=0.71536615265360026 0.2445550165139142 0.73295537606463668 1.6480904300697146 0.33520083445182436 0.51996771665289987 0.25283208006296831 0.29184617334976692 0.32490878483804309 0.10776627878658573 0.75595495494780951 0.24023340918941372 0.08050039887893945 0.20924513787034271 0.82685790520920832 0.52797779475807161 0.57357725381737878 0.93427354667804863 0.30706525244750116 0.30256000816010953 0.59492030493856951 0.91647539567205427 0.25306259957142252 0.65680736786456329 0.21376058796888386 0.29326922912150699 10.356753988016518 0.29652644129237204 1.0558384977048623 0.63973129127407447 0.60285412851953879
leaf_count=355 20 160 119 219 100 64 237 174 7 226 58 2 2 137 26 34 64 26 314 163 44 15 29 95 98 947 35 42 52 46
internal_value=0 -0.00030622 0.000861746 -0.000217714 0.00119038 -0.000164292 -8.15373e-05 -3.06694e-05 0.000675673 0.00232164 2.4183e-05 -0.00231372 7.11e-05 2.59633e-05 7.06271e-05 0.000161914 8.83952e-05 0.000212495 9.45126e-05 -0.000143098 -1.92655e-05 6.66219e-05 0.000138357 0.000285641 0.000152287 0.00026078 0.00120704 0.00156657 0.000569777 -0.000672125
internal_weight=0 22.5354 3.27633 21.8024 3.03178 21.4672 20.6714 20.3795 2.51181 0.863721 20.0546 0.795867 19.8018 19.5616 19.3523 18.5255 17.9975 17.4239 16.4896 13.5876 12.9927 12.6901 12.4371 11.5206 10.8638 10.5705 2.90202 2.59495 1.53911 0.899381
internal_count=3910 3438 472 3278 452 3059 2702 2465 352 233 2291 357 2227 2169 2167 2030 2004 1970 1906 1705 1542 1228 1213 1169 1140 1042 201 175 133 81
is_linear=0
shrinkage=0.00361046


Tree=377
num_leaves=31
num_cat=0
split_feature=14 39 3 483 3 1213 13 43 0 47 403 3 43 3 160 15 15 474 0 2 15 51 1 47 14 4 2 1375 457 48
split_gain=0.277616 0.317682 0.415681 0.330893 0.292301 0.344242 0.298019 0.3221 0.350205 0.421765 0.394336 0.506252 0.444176 0.454934 0.428205 0.397554 0.522187 0.349215 0.395047 0.286505 0.408104 0.285538 0.319433 0.306748 0.279781 0.273228 0.269637 0.316393 0.627638 0.286008
threshold=0.077685000000000018 0.005105000000000001 0.30601500000000009 0.086680000000000021 -0.10628499999999998 -1.0000000180025095e-35 0.16421000000000002 -0.17307499999999998 -0.10071499999999999 0.096300000000000011 0.086810000000000012 -0.084129999999999996 -0.074254999999999988 0.10420500000000001 -1.0000000180025095e-35 0.083935000000000023 -0.052074999999999989 0.084420000000000009 -0.10209999999999998 0.086545000000000025 -0.019749999999999993 -0.40274499999999996 0.086245000000000002 0.084695000000000006 0.056865000000000006 0.62104500000000018 0.086775000000000005 -0.43271999999999994 0.088175000000000017 0.08740500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 17 11 -10 14 24 -13 16 -16 18 19 20 -9 -3 -23 -24 -14 -5 -21 -28 29 -29
right_child=-2 21 -4 25 5 6 -8 8 10 -11 -12 12 13 -15 15 -17 -18 -19 -20 26 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00055320630359911068 -0.0022518025245729669 -0.0034173332276861354 0.0027149620375152396 -0.0032898074102359356 -0.0033467128522303513 0.0024786837010438803 -0.0031396130485695007 -0.0030157242460166454 -0.0032361411715880061 -0.002018859913869128 0.00097362313937320087 -0.0033567809876161427 -0.0031170493126787728 -3.8779712151947374e-05 0.0011666596035736386 0.0035347580418568602 -0.0034633212457251105 0.0027329498801440546 0.0028971602209890692 0.003255572274082158 0.00062018403613285915 -0.00074244148295669389 0.0030217820193215745 0.00037100208574067557 0.0034194508678842264 0.0034009924193397234 -0.001848071521823825 0.00057441500084205515 0.0034242327681274706 -0.0019882189959824531
leaf_weight=4.3598075060581456 0.67258058427250844 0.15592049926635843 0.52544611843768407 0.61842058773618092 0.4358263720787513 0.46246959856944769 0.41205780781456347 0.76870591274928302 1.1158157617028415 0.87445585842942808 1.0914916248148072 0.30237624087021719 1.5213923239643481 1.1320753511972723 1.1266252738132605 0.48398646220448416 0.35727704913006642 0.66902285220567126 0.54435905127321227 0.33070304617285762 0.62184953875839688 0.6823293976776762 1.1517232740879988 0.84116376464953635 0.076589650008827337 0.076355725177563727 0.73438782058656293 1.5037686000869146 0.67421736964024592 0.71583289094269265
leaf_count=372 126 19 137 294 523 25 37 25 501 58 90 182 560 61 130 15 60 33 18 3 16 76 294 60 4 12 10 105 38 26
internal_value=0 -7.85064e-05 -0.000216659 -0.000289978 -0.000212532 -0.000421771 -0.000339631 -0.000263261 -0.000349848 0.00015815 -0.000874034 -0.00120377 -0.000750247 -0.0016572 0.000340395 0.000908485 5.19057e-05 0.000448223 0.000188877 -8.67162e-05 -0.00138976 0.000972368 0.00122821 0.00190293 -0.00280376 -0.00255449 0.000370975 0.000108051 0.000604472 -0.000252048
internal_weight=0 24.3665 21.5353 21.0099 20.3151 15.9553 15.5195 15.1074 14.6449 7.4373 7.20763 6.11614 5.00032 2.73006 2.27027 1.96789 1.4839 6.56285 5.89382 5.34947 1.39056 2.83114 2.67522 1.99289 1.59798 0.694776 3.95891 3.62821 2.89382 2.2196
internal_count=3910 3784 3335 3198 2892 2520 1997 1960 1935 332 1603 1513 1012 625 387 205 190 274 241 223 41 449 430 354 564 306 182 179 169 131
is_linear=0
shrinkage=0.003337


Tree=378
num_leaves=31
num_cat=0
split_feature=156 1 14 484 3 52 0 1186 454 1186 1186 42 3 51 2 475 2 2 2 1 2 2 47 132 1212 9 4 16 12 52
split_gain=0.26585 0.275765 0.298184 0.288279 0.285184 0.274688 0.259125 0.25337 0.257175 0.256322 0.252837 0.357414 0.355672 0.33096 0.307184 0.417172 0.405624 0.422682 0.353552 0.312145 0.393803 0.284777 0.274999 0.313929 0.318245 0.336972 0.274791 0.293963 0.338367 0.264268
threshold=-1.0000000180025095e-35 0.10113500000000002 0.077685000000000018 -0.0043499999999999988 0.10223 0.18936500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091570000000000026 0.085080000000000003 0.11223000000000001 -0.15464999999999998 -0.10748999999999999 0.086545000000000025 -0.083559999999999982 0.084065000000000015 0.083585000000000007 0.087005000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.087995000000000004 0.09550500000000002 0.079995000000000011 -0.50114499999999984 -0.016839999999999997 -0.52333999999999992 -0.014099999999999998 0.10214500000000001 -0.087094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -3 -5 -9 10 11 12 -10 -14 15 -15 17 19 -16 -17 22 -20 23 24 -21 -26 -23 28 29 -28
right_child=1 6 -4 5 -6 -7 -8 8 9 -11 -12 -13 13 14 18 16 -18 -19 21 20 -22 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028723965115301578 -0.0029137619080273247 0.00022104017193384825 -0.0028984280437975279 -0.002883540443671874 0.0017455596947409326 -0.0021962965407113944 0.0023417897186111818 -0.0029551106699961063 0.0017941710520988563 -0.0029173127360658706 0.0018179177508328525 -0.0029262654462826549 -0.0028788852260188077 0.0028527461320660905 0.0025780398062931476 -0.0030523468155387056 -0.0024251883533446482 0.0029302870798660718 -0.00291853988314183 0.0026028432401991575 0.0029296594425795705 -0.0030307470969654173 0.0016929188475290555 0.0022016385004710219 0.0030418898201974112 -0.0026803435612645543 -0.0028296057559521314 0.0011488408368039934 -0.0029675639113086083 0.00035502678491313664
leaf_weight=0.28138507327821827 0.56647331628482867 7.5167637983686291 0.35177064989693541 0.25830852445505748 0.13237020943779498 0.51850114918488621 0.50201624580949822 0.24081486009526543 0.90264269692124166 0.23782802835921835 0.64778395634493868 0.33478235645452592 0.33237101342818753 0.26350368498242493 0.54428443743381638 0.38462468946819806 1.0003493497642919 0.2954140269284834 0.23332260680035677 0.12320329016074683 0.27593221934512246 0.19689677585846865 0.31283738042111497 0.18687392584979523 0.091256350919139639 1.0654402426880527 0.22760212258435242 2.5491225111182008 0.30980311792518467 3.2796735368901846
leaf_count=197 422 765 104 157 10 251 178 35 48 44 31 175 136 17 33 36 245 37 108 9 7 8 27 22 8 228 11 195 88 278
internal_value=0 -7.81401e-05 -0.000296481 -0.000237476 -0.00203122 -0.000152852 0.00035381 -7.87311e-05 -2.71148e-05 2.39963e-05 7.55924e-05 -1.18325e-05 6.5757e-05 -6.79023e-05 1.44855e-05 -0.000622772 -0.000867908 -0.000298441 0.000361682 -0.000689321 -0.000247161 0.000184188 -0.000739734 -0.00125858 -0.00176379 -0.00222889 0.000294492 0.000397336 -0.000104534 0.000148362
internal_weight=0 23.8826 15.8638 15.512 0.698844 14.8132 8.01878 14.2947 14.0364 13.7955 13.5577 12.9099 12.5752 11.6725 11.3401 3.99944 3.73593 2.73558 7.34071 2.44017 2.05554 6.79642 1.77961 1.46677 1.2799 1.1567 6.5631 6.3662 3.81708 3.50728
internal_count=3910 3713 2770 2666 432 2234 943 1983 1826 1791 1747 1716 1541 1493 1357 636 619 374 721 337 301 688 294 267 245 236 580 572 377 289
is_linear=0
shrinkage=0.00285795


Tree=379
num_leaves=31
num_cat=0
split_feature=158 9 1425 4 483 1348 11 1452 401 1 124 15 14 376 3 2 4 3 150 403 15 403 42 4 2 42 49 47 1 4
split_gain=0.248731 0.261139 0.239294 0.33686 0.265388 0.253681 0.322198 0.283223 0.28357 0.27026 0.27624 0.330361 0.263286 0.265085 0.287358 0.503589 0.294392 0.286035 0.532631 0.314826 0.285531 0.336579 0.309364 0.298156 0.328581 0.365244 0.299261 0.280317 0.36235 0.270592
threshold=0.11034000000000001 -0.016839999999999997 1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 0.093200000000000019 0.088315000000000018 0.09086000000000001 0.10072000000000002 0.10444500000000001 -0.50724999999999987 -0.14676499999999995 0.077685000000000018 0.048695000000000009 -0.11266 0.10705000000000002 -0.49837999999999999 0.090325000000000003 0.092390000000000014 -0.081784999999999983 0.088190000000000004 0.087440000000000004 0.093785000000000021 -0.082509999999999986 0.086545000000000025 -1.0000000180025095e-35 -0.085974999999999982 0.09550500000000002 0.099370000000000014 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 12 -11 -12 13 14 -3 16 -16 18 19 -18 21 22 23 -21 27 -26 -27 28 -25 -19
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 29 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0032566834906199624 -0.0027502729902507887 0.00079759401079079436 -0.0034424030225784028 0.002332019264072597 -0.0019332081549948861 0.0031206645552625265 -0.0020380726208744067 -0.0032842968583793354 -0.0031310125392082387 -0.0032783790164965902 0.0029748426805629898 0.00051319373370875641 -0.0032322510687177904 0.0017608682277614354 -0.0032908151266562552 -0.0026525453892378612 -0.003190062305971215 0.00013796418201254579 -0.0033603632598995102 0.001925973801095164 0.0011710599162572091 -0.0032380067645165034 -0.0033086704488896764 -0.0023037951577893432 -0.003210479553897346 -0.0032717562740703725 0.0015403853290686558 0.0014559714330301767 0.0030470284053725127 0.0025336714856275038
leaf_weight=0.23592073153122939 0.35813126285211083 2.3969492581091112 0.21647945395670731 0.57279596250736986 0.80732979250023973 0.2491791530046602 0.8443644231883799 0.26758943070308205 0.28656071714067266 0.17140983976423729 0.63565818133065466 4.2374004895682438 0.27757185135851692 0.73524376295972693 0.30551820428811183 0.93637811750522892 0.33350372775751136 1.525513017899357 0.57356400799471874 0.72567596235605369 1.5651390170096418 0.38680897430458561 0.29509309791319527 1.404255678586132 0.22226977972606055 0.14318119920791428 1.5434640434541254 0.32079723206697952 0.14121740858536203 0.69613132637459774
leaf_count=118 167 152 94 154 276 31 97 79 182 7 76 339 60 63 52 196 498 55 115 74 306 104 47 213 98 10 168 46 8 25
internal_value=0 -7.61347e-05 -0.000110595 -7.86812e-05 -0.000141368 -7.31971e-05 -0.000111146 -3.03079e-05 1.35372e-05 5.95759e-05 0.000694552 0.0008343 -0.000160899 -0.000101076 -0.000202366 -0.000417939 -0.000212438 -0.000117213 -0.000409133 -0.000170096 -2.08392e-05 -0.00038078 -0.000150336 5.67365e-05 -0.000302573 0.000626263 0.00113188 -0.00125263 -0.00181486 0.000888636
internal_weight=0 23.053 22.817 22.6006 22.0278 21.2204 20.9713 20.1269 19.8593 19.5727 5.04447 4.87306 14.5283 14.2507 13.5155 11.1185 10.1821 9.87661 7.65497 7.08141 6.7479 5.18276 4.79595 4.50086 3.77519 1.90892 1.68665 1.86627 1.54547 2.22164
internal_count=3910 3743 3625 3531 3377 3101 3070 2973 2894 2712 422 415 2290 2230 2167 2015 1819 1767 1687 1572 1074 768 664 617 543 276 178 267 221 80
is_linear=0
shrinkage=0.00318414


Tree=380
num_leaves=31
num_cat=0
split_feature=1 484 42 50 51 42 15 12 40 51 16 150 16 147 1212 3 4 51 0 0 49 47 1374 15 13 2 160 2 49 52
split_gain=0.89206 0.634883 0.586849 0.572768 0.60708 0.547872 0.604924 0.538265 0.721563 0.819164 0.631261 0.675731 0.513759 0.617137 0.512325 0.484619 0.516405 0.591855 0.481264 0.525801 0.592487 0.533422 0.655994 0.516959 0.51179 0.670859 0.615554 0.590992 0.610863 0.491589
threshold=0.10113500000000002 -0.0043499999999999988 -1.0000000180025095e-35 0.083475000000000008 -0.10748999999999999 -0.087904999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 -0.072804999999999981 -1.0000000180025095e-35 0.67964000000000013 0.08955500000000001 -0.50114499999999984 -0.060719999999999989 -0.08422499999999998 -1.0000000180025095e-35 -0.074249999999999997 -0.099864999999999995 -0.085974999999999982 0.078345000000000012 -0.094679999999999986 0.083185000000000023 -0.084084999999999979 0.08400500000000001 -1.0000000180025095e-35 0.090190000000000006 -0.14091999999999996 0.11401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 9 -2 11 -9 13 -12 -5 16 17 -8 19 20 -6 22 -22 -24 -21 -26 -27 -28 -29 -20
right_child=7 2 3 14 18 -7 15 10 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 29 24 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0015105787041406996 -0.0019669189809595877 -0.0016220297553373156 -0.0019089685135823741 0.001488396281580812 -0.0011571659984722868 -0.0017477855900684984 0.0018083723831612422 -0.0011756940791883342 -0.0019695821428285603 0.001459027522474248 -0.0008367033852858469 0.00075374629191473285 0.001763674822421953 0.0011780246999125966 -0.0018857111308244261 0.0018304864933645626 0.00079433331808857624 -0.0019382886879056498 0.00076982449882648479 -0.0016003839916742008 -0.00058065330235948498 -0.00083285587979261113 0.001252822362089553 -0.00044565863875658005 -0.0018288594233600733 -0.0019035172047685567 0.0013827797243712893 0.0013555724068645804 -0.0017330959244064202 -0.0008343312888516389
leaf_weight=1.5531332229438728 0.27134426217526275 1.0091572882956827 0.59639023803175106 0.18870212696492661 1.0889809594955293 1.6206071361084493 0.18423079652711771 0.74686938314698625 0.28527067136019457 2.8462114399299017 4.302452173549681 4.6905283906962714 0.35471937665715803 0.61704619927331794 1.0404391003248736 0.47186355339363206 0.8141315237735397 0.79740363865857955 4.2594871147302831 1.4382494340534417 1.3160976357758043 1.1402371467556802 3.4707749407971367 0.77878204139415164 0.75920258904806326 0.42617373901885836 1.3185657957219441 0.36686231754721055 0.59737045282962808 0.80644615297205735
leaf_count=510 10 152 116 8 47 474 9 44 8 346 303 235 14 27 262 10 65 174 191 321 17 30 107 44 124 98 52 6 51 55
internal_value=0 -0.0003425 -0.000268422 -0.000122613 -3.92747e-05 -0.000851752 -0.000408599 0.000245644 0.000898407 0.00116084 3.82769e-05 0.000488722 -0.000426105 -0.000583999 -0.00136771 0.000131411 -0.000315046 -0.00123512 2.34851e-05 -0.000172341 0.00013178 0.000341095 0.000581602 0.000941555 -0.0006555 -0.000263657 0.000174998 0.000563034 -0.000557948 0.000514459
internal_weight=0 26.0433 24.4902 19.5928 18.3636 4.89739 3.27679 14.1144 3.40283 3.11756 10.7116 5.4374 5.27422 4.9195 1.22914 2.26763 1.79577 0.981634 17.7672 12.7013 7.79487 6.70589 5.56565 4.24956 4.90642 3.46817 2.70897 2.2828 0.964233 5.06593
internal_count=3910 2923 2413 1529 1259 884 410 987 364 356 623 279 344 330 270 258 248 183 1143 897 245 198 168 151 652 331 207 109 57 246
is_linear=0
shrinkage=0.001884


Tree=381
num_leaves=31
num_cat=0
split_feature=12 484 43 42 1 43 3 3 38 160 403 47 13 42 393 4 14 157 42 16 131 16 158 4 43 48 150 52 4 4
split_gain=1.10278 0.978826 0.767513 0.765421 0.867128 0.680069 0.678115 0.694454 0.903324 0.672714 0.712201 0.671777 0.65312 0.585618 0.744803 0.579816 0.561012 0.542446 0.60063 0.589948 0.524301 0.600896 0.512956 0.57142 0.620698 0.481061 0.591724 0.572078 0.47608 0.634189
threshold=0.051320000000000005 -1.0000000180025095e-35 -0.044024999999999988 -1.0000000180025095e-35 0.13026000000000001 -0.0092499999999999978 -0.018854999999999997 0.31335500000000011 0.13790500000000003 -0.096329999999999985 0.092300000000000007 0.10976000000000001 0.18622000000000002 -0.088669999999999985 0.085075000000000012 -0.44477499999999992 0.087810000000000013 -0.083874999999999991 0.09901500000000002 -0.090494999999999978 0.10033500000000002 -0.25582999999999995 0.085110000000000005 0.26048500000000002 -0.16369999999999998 0.12675000000000003 0.11717500000000002 0.024145000000000003 -0.51381999999999983 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 13 9 -4 -7 15 -9 10 -5 17 16 14 20 -8 -1 -11 22 -20 21 -3 23 24 -19 26 -17 -27 -26 -30
right_child=1 3 5 4 -6 6 7 8 -10 11 -12 -13 -14 -15 -16 25 -18 18 19 -21 -22 -23 -24 -25 28 27 -28 -29 29 -31
leaf_value=0.00098520642211449741 -0.0012590875842982668 0.0005387641456589369 -0.0012425515519160681 -0.0013752944346771387 0.0011036103304566259 0.0010825904565797478 -0.0013920560942444742 0.0013794387140553391 -0.0014253412386472917 -0.0013610052507537786 0.0013242832635935958 -0.0012264045745134823 -0.00020161197733539456 -0.0013167052207187953 0.00079214874116267551 -8.1085932515837254e-05 -0.0012015648655667175 0.0012716006494691828 0.0002020367480097731 -0.0013951771527899795 0.00074926022404125188 -0.0014135338502741755 -0.0011471398243776826 0.001161071904339317 -0.0014903918046918528 -0.0013603451083173746 0.0010759915615550851 0.00022943591317411212 0.00073451222686216457 -0.00013115851795234351
leaf_weight=3.4886106419144229 1.9034820178058023 0.35731358523480627 0.83214002859313652 1.3815986664849393 1.0092627068515856 1.0142319293227089 0.66345329105388451 1.1165594558697201 0.25900201871991146 0.53283307806123659 0.20554373180493701 0.90543645899742919 1.5224840560695154 1.865309105545754 0.77397228078916658 9.5761383534408928 0.22888780990615476 0.77217708970420318 0.74059290566947311 0.98854743433184988 0.35828086838591833 1.5019943043007518 0.53592354193097058 1.0429672684986151 0.37242391030304389 1.078563143033535 0.8838855344802149 0.67301333928480733 2.0250399780925372 6.5971599590847925
leaf_count=314 530 17 43 296 63 45 76 125 6 127 5 58 61 482 16 285 8 14 53 221 40 271 44 41 8 35 38 15 87 486
internal_value=0 -0.000328275 9.50604e-05 -0.000247616 -0.000113042 -5.1359e-05 1.3577e-05 -6.25058e-05 0.000851332 -0.00018931 -0.00102568 -9.78443e-05 0.000544854 -0.000721684 -0.000350675 -0.00016014 0.000850566 -2.27514e-05 3.17859e-05 -0.000711089 -0.000749538 -0.00103835 0.000145004 0.000209065 0.000107403 -9.32098e-05 1.66886e-05 -0.000749499 7.45838e-06 7.21559e-05
internal_weight=0 23.8699 21.337 21.9664 17.1095 16.097 15.2648 14.2506 1.37556 16.1002 1.58714 14.5131 5.23998 4.85687 2.99156 12.8751 3.7175 13.6077 13.0748 1.72914 2.21759 1.85931 11.3457 10.8098 9.7668 12.2116 10.46 1.75158 8.99462 8.6222
internal_count=3910 2859 1051 2329 1503 668 625 580 131 1440 301 1139 383 826 344 449 322 1081 954 274 328 288 680 636 595 373 323 50 581 573
is_linear=0
shrinkage=0.0013531


Tree=382
num_leaves=31
num_cat=0
split_feature=4 12 48 3 49 151 50 158 15 147 3 13 0 50 50 133 52 0 42 2 0 133 52 3 394 48 15 42 52 4
split_gain=1.94689 1.27235 1.05665 0.913477 0.844468 0.820227 0.811085 0.748936 0.734662 0.775891 0.710798 0.780975 0.845378 0.654422 0.864348 0.78259 0.702599 0.815017 0.961741 1.0052 0.777638 0.752853 0.725106 0.686091 0.604481 0.575042 0.792579 0.547292 0.530691 0.516491
threshold=0.28937500000000005 0.080120000000000011 0.11930500000000001 0.097615000000000021 -0.22390499999999999 -0.086769999999999986 0.14390500000000003 0.084965000000000027 0.085950000000000013 0.088565000000000019 -0.010319999999999998 0.17936000000000002 -0.069414999999999991 0.10119500000000002 0.10030500000000002 -0.10870499999999998 -0.42985499999999993 -0.070894999999999986 -1.0000000180025095e-35 0.10869000000000002 -0.10071499999999999 0.058050000000000011 0.088900000000000021 -0.11171999999999999 -0.47621999999999992 0.095825000000000007 -0.074174999999999977 0.091330000000000008 -0.088779999999999984 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 27 -1 -2 13 9 10 11 12 29 14 15 -6 -17 20 -19 21 22 -20 23 -18 -22 -12 -27 -3 -23 -7
right_child=2 3 -4 -5 7 8 -8 -9 -10 -11 25 -13 -14 -15 -16 16 17 18 19 -21 24 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0006276499548056127 0.0007482429479941234 -0.00037533432859297733 -0.00063974208326348237 0.00033746811721547756 -0.0011721343960345635 0.00045716274008203022 -0.0012047772825801925 -0.001190860828383281 -0.00091803400117176405 0.0012104281490479293 -0.00035136501666955497 -0.00045708607951468194 0.001136312099244165 -0.001164448580017019 0.0013969885088789705 -0.0011632146918876016 -0.0006196965649856572 -0.001193594941261922 0.00096214150492478256 -0.0010431435660832444 0.0011960528176990482 0.00090659598982668313 -0.0011941164973136445 0.00063571643130821368 -0.00069176620545021534 0.00079169859336457034 -0.00046229994089022137 0.00087440347024565898 -0.0012058385483022472 -0.00091672507953656631
leaf_weight=2.4189010947011438 5.3572743025142691 0.86559645284433528 0.99814378703013051 2.1411050483584395 1.6632361337542665 1.0702997348271308 0.29766719415783871 1.9560388635145489 1.3056575760710973 0.65159908728673954 9.4597047028364596 1.2829273340757934 1.8123911079019406 1.545377708156592 0.35428566439077158 1.2793045938015151 0.8177924847695982 0.59498213895130891 2.3226574854924973 0.5495855048066004 0.23182007391007164 0.25122244562953766 0.53789653058629472 1.9631159540731593 7.5725534572847986 1.5450070167426022 1.1780726842116553 1.0033692121505735 0.42371623276267134 0.54900637478567671
leaf_count=94 379 23 38 33 302 33 9 273 65 27 289 41 75 356 4 254 38 58 39 58 3 5 44 46 1118 58 37 23 55 33
internal_value=0 -0.000212656 0.000452627 -0.000383175 -0.000447646 -3.66212e-06 0.000645439 -0.000510605 -8.46544e-05 -2.26504e-05 -7.02004e-05 0.000309473 0.000596048 -0.000444431 -0.000384486 -0.00041915 -0.000343452 -0.000274753 0.000161289 0.000388549 -0.00043713 0.000651038 2.97971e-05 0.000266532 -0.000635691 -0.00021713 0.000249187 0.000295597 -0.000419558 -8.6375e-06
internal_weight=0 47.3472 6.65309 26.0737 23.9326 21.2736 5.65494 22.0636 18.8547 17.549 16.8974 4.71462 3.4317 20.1075 18.5622 18.2079 16.5446 15.2653 4.14216 3.54718 11.1232 2.9976 3.3188 2.78091 7.80437 12.1828 2.72308 1.86897 0.674939 1.61931
internal_count=3910 3484 426 2732 2699 752 388 2653 658 593 566 182 141 2380 2024 2020 1718 1464 215 157 1249 99 128 84 1121 384 95 46 60 66
is_linear=0
shrinkage=0.00115159


Tree=383
num_leaves=31
num_cat=0
split_feature=156 15 158 401 147 1348 52 123 133 1456 130 394 474 15 15 13 156 13 52 52 133 50 15 43 1 150 151 4 4 402
split_gain=0.253947 0.261999 0.243436 0.240469 0.234921 0.27637 0.308475 0.275616 0.484229 0.26449 0.261309 0.34677 0.250573 0.408087 0.370519 0.323621 0.361727 0.377086 0.345358 0.330763 0.310273 0.440938 0.339907 0.383879 0.382936 0.36974 0.293241 0.337871 0.320055 0.286624
threshold=-1.0000000180025095e-35 -0.47308999999999996 0.11015500000000002 0.10072000000000002 -1.0000000180025095e-35 0.084895000000000012 0.18936500000000003 1.0000000180025095e-35 -0.081204999999999986 0.075285000000000005 1.0000000180025095e-35 -0.50967499999999988 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 -0.091849999999999987 0.091280000000000014 -0.084084999999999979 0.11588000000000002 0.14114500000000005 0.090545000000000014 0.086815000000000017 -0.11739999999999999 -0.071214999999999987 0.11215000000000001 0.12240500000000001 -0.086769999999999986 -0.23071499999999998 -0.07606499999999998 -0.50199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 9 -9 10 12 -12 -6 -14 -15 18 17 -17 -16 20 21 22 -19 -24 25 26 -25 -28 -29 -22
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 13 14 15 16 -18 19 -20 -21 29 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.003892564515412159 0.0039141016585380363 -0.0033928706507645374 -0.0033493698167177221 -0.0035998765346188441 -0.003743751586900291 0.003081016241923259 -0.0017908668687194901 -0.0027378055986222935 0.0027527516753421129 -0.0039179591548455222 0.0029065920306822514 -0.0033885178713038561 0.0031332401110562656 -0.0029785192059226099 0.0015810113011957292 -0.003106617540790666 -0.0039196457696799017 -0.0028208824033740254 -0.0022913666992767094 0.0029919326072060312 0.0037201566756401641 -0.0039913358915837048 0.0016145514660619795 0.0027490327369307146 -0.00319341804976954 0.0042006674606420349 -0.0031935884283770576 0.0017623067065308379 -0.00057489407419338706 -0.0029269863876281855
leaf_weight=0.26823372981744142 0.24106285462039778 0.3110876208520662 0.35012545084464264 0.28997860220260818 0.25281959326825187 0.4272500035003749 1.4491195050068189 0.30123759218258772 1.2035371355304949 0.26399173741810855 0.16364251662162133 0.66317479139252 0.65746802499055235 0.59508665026809282 3.1915489018138401 0.57468666657226819 0.37186819284397721 0.49403988319685055 0.38738767924951378 0.56709884613519612 0.11004739164491184 0.37071087733784303 3.0151965327968604 0.52261866172195404 0.5363813656149431 0.33111234614625562 0.53994786588012189 1.1988692345767322 3.2922943058653589 0.84012625493051096
leaf_count=197 119 36 159 189 81 63 395 34 230 173 13 350 96 50 279 257 119 41 14 13 11 97 202 22 26 9 27 171 157 280
internal_value=0 -0.000102756 -0.000144363 -9.54088e-05 -5.05076e-05 -3.92565e-06 -6.41266e-05 5.82635e-05 0.00165361 -6.84852e-05 -1.4072e-05 -0.0021426 8.45258e-05 0.000139529 2.33317e-05 0.00013263 -0.000155937 -4.30031e-05 0.00116186 0.000105969 -3.94915e-05 0.000155838 0.000310655 0.000474605 -6.06766e-05 0.000224861 -1.21757e-05 -0.000299003 4.89973e-05 -0.00215713
internal_weight=0 23.5135 23.2725 22.9223 22.6324 22.3213 21.894 20.4449 1.50477 18.9401 18.6761 0.826817 17.8493 17.5965 16.939 16.3439 12.765 12.3931 3.57894 11.8184 11.2513 10.3012 9.93046 9.43642 6.42122 5.88484 5.55373 5.03111 4.49116 0.950174
internal_count=3910 3713 3594 3435 3246 3210 3147 2752 264 2488 2315 363 1952 1871 1775 1725 1432 1313 293 1056 1043 752 655 614 412 386 377 355 328 291
is_linear=0
shrinkage=0.00387293


Tree=384
num_leaves=31
num_cat=0
split_feature=1456 151 453 4 11 403 129 1213 52 474 156 1374 11 1375 1456 41 1 4 15 13 1 1 1 15 1132 160 4 43 2 1
split_gain=0.252469 0.260583 0.230403 0.274727 0.459719 0.277112 0.268704 0.256613 0.248871 0.236664 0.235578 0.233246 0.221046 0.222656 0.233293 0.220819 0.193391 0.409751 0.280006 0.423648 0.348683 0.402671 0.280829 0.274885 0.276849 0.259773 0.244089 0.678984 0.251274 0.433787
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.040174999999999995 -1.0000000180025095e-35 0.10691500000000002 0.09309000000000002 0.088315000000000018 -0.044039999999999989 1.0000000180025095e-35 0.082980000000000012 0.094485000000000013 -0.076329999999999995 0.05377500000000001 -0.079119999999999982 0.11215000000000001 0.11287500000000002 0.12864500000000004 -0.14097499999999996 -1.0000000180025095e-35 -0.14580499999999996 -0.49269499999999994 -0.46376499999999993 0.083585000000000007 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -2 -5 11 16 13 -11 -15 -14 17 26 20 -20 25 -22 -21 -23 -25 -18 27 -9 29 -28
right_child=2 -3 -4 9 -6 6 7 10 -10 12 -12 -13 15 14 -16 -17 18 -19 19 22 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00086031183802820108 0.0001398319178624611 -0.0037192641546251954 -0.00267743658171964 -0.0041202302787129103 -0.0033744145871159575 -0.0037548832777477546 -0.0036988847101402673 0.0040329970836182911 -0.0032944158349656402 -0.0026831746757428041 -0.0033104530372108747 -0.0031609914214373275 0.0015243506824752133 0.002684059203500626 -0.0018761897645465651 -0.0029191779219424484 -0.0013607659353286816 -0.00058585575489723146 0.0035858607166556517 -0.0037312590588679273 -0.0041862362066357618 -0.0026676413402819052 0.00092931259921920622 -0.0016970255879674536 0.0021455594882521197 0.0027805493205876899 -0.0038898200192802272 -0.0026830604866626175 0.0018771005724967573 0.0015536835891326512
leaf_weight=0.25147828718763776 0.50795425167598296 0.51303238268883689 0.44718985754297946 0.11301181139424477 0.58585704828146745 0.24738596563112736 0.23645391514585412 0.28702395781874657 0.65768531286450016 0.13242993247695345 0.26046600045810819 0.27228773996466671 0.31602435244712967 1.6602973594854105 0.16776291001588095 0.29247164446860552 0.23079139419132877 6.5590673060941702 0.2241377467289567 0.52037130869575754 0.2489136096555743 0.26557900407351565 0.26504193374421448 0.31788541085552413 1.2804072742001149 1.894043362524825 0.31142187357184115 0.71071967628085975 2.6483540001499932 0.54996529806521721
leaf_count=41 107 328 49 4 154 59 226 4 739 12 96 39 29 381 9 13 23 905 11 55 7 15 18 12 122 175 25 63 152 37
internal_value=0 -0.00221286 -5.8864e-05 -5.05916e-06 -0.000160293 -5.84858e-05 5.8505e-05 0.000113728 -0.00179786 0.00109939 0.000167242 0.000221855 0.00132901 0.00193128 0.00226556 -0.000611417 0.000278317 2.01683e-06 0.000861049 -0.000883171 0.00127658 0.00021642 -0.00215852 0.00080438 0.00138131 0.00233074 0.00085746 -0.000751032 0.00131472 -0.000414335
internal_weight=0 0.764511 22.211 21.7638 19.0818 18.496 17.3303 17.0829 1.16564 2.682 16.8465 16.586 2.56899 1.96049 1.82806 0.608496 16.3137 11.0666 5.24717 1.00955 4.23762 2.11279 0.785413 1.86387 1.59829 2.12483 4.50748 0.997744 3.50974 0.861387
internal_count=3910 369 3541 3492 3044 2890 2044 1985 846 448 1759 1663 444 402 390 42 1624 1186 438 84 354 156 73 149 134 198 281 67 214 62
is_linear=0
shrinkage=0.00368539


Tree=385
num_leaves=31
num_cat=0
split_feature=1 52 50 47 15 52 48 1212 1456 0 0 1 16 15 1186 51 42 156 52 47 0 43 4 48 13 4 52 1 13 3
split_gain=1.54074 0.884161 0.763592 0.732729 0.755957 0.828453 0.852445 0.686205 0.637417 0.620871 1.02365 0.733283 0.694962 0.69458 0.80201 0.689513 0.728941 0.676569 0.615462 0.714733 0.689718 0.599456 0.584246 0.590173 0.579224 0.574211 0.63733 0.501534 0.495362 0.597767
threshold=0.10113500000000002 -0.42985499999999993 0.088425000000000017 0.096475000000000019 0.035895000000000003 0.12539500000000003 0.12862000000000004 -0.50114499999999984 0.091180000000000011 -0.077944999999999987 -0.099864999999999995 1.0000000180025095e-35 -0.50763499999999995 0.15086500000000003 0.085080000000000003 -0.10145999999999998 0.092635000000000009 0.085915000000000005 -0.0066199999999999991 0.077735000000000012 -0.10209999999999998 -0.46376499999999993 0.0057500000000000008 0.087945000000000009 -0.074599999999999986 -0.51381999999999983 0.11401500000000002 0.085990000000000011 -0.057284999999999996 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 8 -4 -3 10 11 12 -1 14 -12 -11 25 -14 22 -20 -21 -18 23 27 -6 -17 -27 -13 29 -5
right_child=1 3 7 28 24 -7 -8 -9 -10 15 13 18 17 -15 -16 16 21 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00045306131994900321 -0.0014082408889266266 0.0011235234457726861 0.0013246040129127183 -0.0007743186437703817 0.0010195788554742905 -0.00025645908134007975 -0.00060459532274682664 -0.0012969058945021795 -0.0011696395093492235 -0.0012080589045511197 -0.00099886239356548716 -0.0010822239320145656 -0.0013419260148841358 0.00068021807747246248 0.00045728715427451391 -0.00073684761686225041 0.001058865734562948 0.00043749285828650864 0.0011188560074655886 -0.0010332159118724275 0.00090692806499827021 -0.00098586836117820777 0.00065783719986828824 -0.0014901780868152345 -0.00057950287137676281 0.00068671539015801295 -0.00069821488563199011 0.0002638838998452502 -0.00055470700669486709 0.00085400512798736118
leaf_weight=0.83526090392842922 0.63748072774615394 5.9131406315136683 0.21095339069142971 0.6347364955581728 0.56777530838735435 1.5479075885377822 0.68215220980346192 2.246342943632043 0.24375369772315014 0.79379876982420583 7.536967806401659 0.78440996399149376 2.148245446616786 0.60849531739950258 0.80890384386293579 0.80766236688941617 0.33755607437342394 0.51080090110190202 1.9148382722632962 0.80299814976751804 0.63272238394711144 1.5412577211973255 1.0891336686909197 0.88113398302812118 1.9063880085013796 5.1207926211645853 0.73369247023947526 1.6782460350077597 2.8816686286590985 1.3865860258229075
leaf_count=36 115 497 9 38 21 64 12 547 7 168 1226 35 125 10 45 21 6 20 74 36 8 185 23 27 74 234 46 42 102 57
internal_value=0 0.0001963 -0.000327479 0.000261186 0.000462492 0.000661628 0.000869423 -0.00107186 0.00103274 -0.000265614 -0.000402404 -0.000123865 -0.000652745 -0.000753217 -0.000857729 3.08655e-05 0.000146011 -0.0010001 0.00011357 0.000563068 -0.000178194 -0.000618502 -0.000226176 -0.000514115 -0.000212543 0.000361614 0.000513154 -0.000164881 -0.000184748 0.000342678
internal_weight=0 16.4016 32.0242 15.7641 10.8611 8.38695 6.83905 2.4573 6.15689 29.5669 20.2322 11.2778 3.49431 8.95437 8.34587 9.33476 8.54096 2.65905 7.78348 3.35056 1.43572 1.87881 4.43292 3.34379 2.47416 6.66215 5.85449 2.46266 4.90299 2.02132
internal_count=3910 987 2923 872 675 580 516 556 504 2367 1707 426 181 1281 1271 660 492 145 245 118 44 191 127 104 95 301 280 77 197 95
is_linear=0
shrinkage=0.00138972


Tree=386
num_leaves=31
num_cat=0
split_feature=12 484 1 13 16 0 47 1 14 474 1 16 48 48 133 160 403 1212 52 0 132 52 43 16 43 1186 49 128 52 13
split_gain=1.01746 0.956889 0.861304 0.693673 0.602225 0.862284 0.769601 0.722592 0.635972 0.578474 0.675703 0.671752 0.55498 0.54168 0.513045 0.568579 0.600695 0.461674 0.458163 0.501248 0.607121 0.568774 0.780334 0.634021 0.560277 0.598877 0.501468 0.849077 0.475308 0.457611
threshold=0.080120000000000011 -1.0000000180025095e-35 0.13026000000000001 -0.094679999999999986 0.15737500000000001 -0.075584999999999986 0.096300000000000011 0.094485000000000013 -0.13131999999999996 0.084655000000000022 0.076710000000000014 -0.09601999999999998 0.12862000000000004 -0.086624999999999994 -0.10870499999999998 -0.091109999999999983 -0.088854999999999976 -1.0000000180025095e-35 -0.42035499999999998 -0.077944999999999987 0.082150000000000015 0.0033900000000000002 -0.08768999999999999 -0.5152199999999999 -0.082484999999999989 0.085080000000000003 -0.081419999999999979 0.11581500000000002 0.41234500000000002 0.27139000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 9 -9 10 -1 -12 13 -10 -5 -16 -17 -18 -19 21 -21 23 -23 -20 -24 28 -25 -28 -26 -7
right_child=1 2 -4 14 -6 29 -8 8 12 -11 11 -13 -14 -15 15 16 17 18 19 20 -22 22 24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0019188201839564689 -0.0017509514343934036 0.00016328293002100088 0.0012399273293829355 -0.001868322609225551 -0.00061520585399642183 0.0012191076691042404 -0.0010596778193599922 -0.00052710488139456663 -0.00054767942745591227 0.0011589042694295254 0.0009269901482734811 -0.00055694595218258895 -0.00077482411678861016 0.001645010812462127 -0.0016106667958606807 -0.0018597170903152994 -0.0018554596011217093 -0.0014251467956851716 0.0020128926174108096 0.0001399928183815004 0.0021443428494401819 -0.0019338255481781141 0.0023769040482584125 0.00011435965227507852 -0.0015046641915011461 0.002212847221449273 -0.0018049997123091596 0.0022148284892198342 0.0019933391972083402 -0.0013473045232284329
leaf_weight=0.83031431830022651 1.7184878283296736 5.2092439186526525 1.1376483170315612 1.0432560495100975 3.043846517102792 3.5553345795487998 1.8191638339776552 1.0216599502600745 0.43908073613420429 0.96948484890162934 1.4643004901008674 3.5485743510071193 0.46854324545711268 2.9883226014208009 1.453666504530706 0.86982008948689582 0.5868352020042974 0.90384062874363991 0.24807222886011082 2.804499767196805 0.62860591814387579 0.40130346978548948 0.58912248350679886 0.92324256012216377 0.60383567685494155 0.3343629976734519 2.2253779040183868 0.19412095495499659 0.16891769866924733 0.25287264399230469
leaf_count=81 520 227 74 267 168 279 84 43 17 29 36 89 7 234 318 391 180 232 7 138 13 24 6 32 116 6 269 5 6 12
internal_value=0 -0.000430135 -0.000318463 -0.000410859 0.00014109 0.000273715 5.58992e-05 0.000228906 0.000767403 -0.000159799 -0.000378594 -0.000123476 0.00110687 0.00136411 -0.000624814 -0.000524525 -0.000387014 -0.000266305 -0.000173283 -4.92366e-05 0.000506992 -0.000384938 0.000377714 -0.000830435 0.000924588 0.000151777 -0.00104144 -0.00148248 -0.000740029 0.00104869
internal_weight=0 22.0443 20.3258 19.1881 20.4015 17.3577 13.5494 11.7303 4.91761 6.81267 5.84319 5.01287 3.89595 3.4274 13.9789 12.9356 11.482 10.6121 10.0253 9.12146 3.43311 5.68836 2.09754 3.59081 1.69624 1.10712 3.34274 2.4195 0.772753 3.80821
internal_count=3910 2831 2311 2237 1079 911 620 536 301 235 206 125 258 251 2010 1743 1425 1034 854 622 151 471 158 313 134 128 306 274 122 291
is_linear=0
shrinkage=0.00184336


Tree=387
num_leaves=31
num_cat=0
split_feature=156 1 0 3 133 4 1429 48 16 0 2 15 4 147 14 157 4 133 157 16 12 15 133 133 2 48 0 1 10 1
split_gain=0.238404 0.251992 0.501366 0.438706 0.323381 0.314194 0.300794 0.293553 0.313031 0.512705 0.280393 0.353457 0.373567 0.351118 0.316444 0.299918 0.336863 0.281954 0.267189 0.26512 0.255415 0.373421 0.236564 0.288347 0.245547 0.409788 0.49728 0.403862 0.320219 0.312137
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.083604999999999985 0.084285000000000013 0.0021050000000000005 0.084710000000000021 0.086065000000000016 -0.083144999999999983 -0.055084999999999988 0.14808000000000002 0.090505000000000016 0.22584000000000001 0.089245000000000005 0.077685000000000018 -0.074309999999999987 -0.23071499999999998 0.082410000000000011 -1.0000000180025095e-35 -0.5152199999999999 0.084785000000000013 0.085120000000000015 -0.26719999999999994 -0.15498499999999996 0.086650000000000019 0.084905000000000022 -0.12329499999999999 0.092385000000000009 -0.013164999999999998 0.086720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 19 8 20 -10 11 13 -13 14 15 16 -3 18 -17 -5 -4 -22 -20 -24 25 26 -25 -28 -29 -26
right_child=1 10 7 4 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16 17 -18 -19 22 -21 21 -23 23 24 29 -27 27 28 -30 -31
leaf_value=-0.0032356443150430869 -0.0032706838832785401 -0.0029895864605944161 0.0035544854415029453 0.0026701278930456505 -0.0032784512639594432 0.00088818805733142394 0.0029169415153560683 0.0019444109460020236 -0.0032464129081613636 -3.7674635636471042e-05 0.002529212124895932 -0.002739423489948988 0.0014124784903873564 0.0027444331456095328 -0.0031262915615343188 -0.0033176018323946904 0.0023640312342277712 0.0019407194652566191 -0.0033049245530550036 -0.0033014825250997372 -0.0027090550981660722 0.00132808740485753 0.003058053873334981 0.0028599563310387818 0.0026048312953127523 -0.0027837067172559039 -0.0032758046210100695 0.0027663085743956884 -0.00058102765645203825 0.00014021213928589948
leaf_weight=0.25094113625528081 0.99354489664256407 0.1377859700587577 0.31123215658590186 0.085133504588159825 0.22189046820858482 1.2186635488615136 0.10933271510293707 0.7807780373841523 0.6972876517829717 1.9920273299794637 0.50903319253120649 0.83419659225910503 0.30767255648970604 0.55953398946439925 0.30094552517402995 0.26072258935890857 1.0577520677179482 0.75562202883884388 0.22118762461467234 0.81847450428176405 0.31957588010118321 0.9268525873485487 0.32230701370279646 0.48936092911752904 0.6096368470462038 0.74327324482146639 0.50229670129196868 0.34590576292247055 2.0722069935000178 4.2388047055574134
leaf_count=197 447 46 8 6 90 90 4 86 587 135 140 315 8 92 62 58 126 216 33 315 26 106 31 17 19 63 127 13 159 288
internal_value=0 -7.92814e-05 -0.00051915 -0.00146519 -0.000734055 0.000246395 -0.0021284 0.000129458 -0.000204209 -0.000869639 0.000181984 9.51461e-05 -0.00162071 0.000250431 0.000134699 0.000218171 0.00174703 4.51057e-05 -0.000100969 -0.00273887 0.000944662 0.000292991 -1.31064e-05 6.49852e-05 -4.21846e-05 -0.000616911 -0.000144585 -0.000648044 -0.000102198 0.00045011
internal_weight=0 22.743 8.47479 3.44704 2.45349 1.44055 1.01294 5.02775 4.24698 2.68931 14.2682 13.7592 1.14187 12.6173 12.0578 11.7569 1.19554 10.5613 9.8057 0.903608 1.55766 1.24643 9.54498 9.32379 9.00149 4.15304 3.40977 2.92041 2.41811 4.84844
internal_count=3910 3713 1900 952 505 180 325 948 862 722 1813 1673 323 1350 1258 1196 172 1024 808 321 140 132 750 717 686 379 316 299 172 307
is_linear=0
shrinkage=0.00322057


Tree=388
num_leaves=31
num_cat=0
split_feature=1456 151 42 42 39 1365 13 1456 393 1373 133 151 16 455 43 4 1 33 9 9 1429 1 42 0 42 49 15 4 16 16
split_gain=0.243244 0.232722 0.226322 0.333989 0.312421 0.327808 0.287405 0.264707 0.261308 0.236219 0.226876 0.233004 0.235575 0.235503 0.23271 0.406813 0.225826 0.224937 0.299431 0.241278 0.223993 0.232562 0.386598 0.328261 0.261753 0.434618 0.258857 0.264037 0.248315 0.427349
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.085679999999999992 0.005105000000000001 1.0000000180025095e-35 -0.093439999999999981 0.075285000000000005 0.084845000000000018 0.11103 0.19121000000000002 -0.52174999999999983 -0.53943499999999989 0.089310000000000014 -0.49922499999999997 -0.51381999999999983 0.096630000000000008 -0.007134999999999999 0.091370000000000021 0.037245000000000007 -1.0000000180025095e-35 0.12730000000000002 0.092145000000000019 0.14676000000000003 0.091330000000000008 -0.12164499999999999 -0.064869999999999983 -0.076854999999999993 0.22945500000000005 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 7 16 9 -2 10 11 -4 -13 14 -14 -16 -6 -17 19 20 -19 22 23 24 25 -22 -24 -28 29 -27
right_child=2 -3 4 -5 6 -7 -8 -9 -10 -11 -12 12 13 -15 15 17 -18 18 -20 -21 21 -23 26 -25 -26 28 27 -29 -30 -31
leaf_value=0.00054284650436346206 -0.00071316297136517378 -0.0029649850783363282 -0.0029820803972121315 -0.0021488051857155343 -0.0030168922004439234 -0.0028265573053074316 0.0020109056191983869 -0.0023070750041344424 0.0013060931641586276 -0.0030325647118534119 -0.0029960617212250367 0.0021645162904036504 0.0026040189113256205 -0.0026742517910864007 -0.0030168431617221725 -0.002187134304344042 0.0010782428229649463 -0.0022301466923331406 0.002956196219043953 -0.0028520358209356716 -0.0016499697981897177 0.0018710369940110698 -0.0029148957869337541 0.0028460935617406358 0.0025819331929573036 0.00022239688094350765 -0.002257585134706508 0.00075217185600635862 -0.0015949362105164039 0.0020189665918412406
leaf_weight=0.24765094518079422 2.0693035815565972 0.47945910900307609 0.19841009529772691 1.0005872312758608 0.20275923487497483 0.35410751236486326 1.2667669622460369 0.40655279246857468 0.75533477979479346 0.20559234445681873 0.196707574141329 0.52074011796503406 0.33995545681682315 0.25007233856013122 0.34296398714650322 0.32543657813220228 0.27257681480841711 0.30275049763439099 0.35278349922737184 0.21816666272934604 0.96480817516566197 0.78872065324685614 0.48480768383888051 0.46677147317677814 0.42079572865623127 5.7344318298273604 0.39386279314931005 0.69710807403316621 0.48360858269734297 1.4278636067174675
leaf_count=41 472 328 50 498 20 63 306 253 47 18 203 68 14 38 31 28 46 118 30 28 58 99 98 18 35 516 60 127 86 113
internal_value=0 -0.00177023 -4.21e-05 -0.000689967 9.85562e-05 -3.1056e-05 0.0012798 3.27148e-05 -0.000173195 9.56432e-05 0.000138775 0.000180684 0.000223915 0.000151707 0.000203122 0.000142234 -0.000668577 0.000225181 0.000286819 0.000210775 0.000265701 0.000329397 0.000219598 0.000443221 0.000319035 0.00020845 -0.00112833 -0.000334412 0.000442957 0.000580558
internal_weight=0 0.72711 21.4443 3.82523 17.6191 15.877 1.7421 15.5229 2.82464 15.1164 14.9108 14.7141 14.5156 13.9949 13.7448 13.4049 0.475336 13.0619 12.7365 12.3837 12.1655 11.8628 11.0741 9.49828 9.03151 8.61071 1.57578 1.09097 7.6459 7.1623
internal_count=3910 369 3541 1017 2524 2152 372 2089 519 1836 1818 1615 1565 1497 1459 1445 66 1414 1386 1356 1328 1210 1111 826 808 773 285 187 715 629
is_linear=0
shrinkage=0.00293843


Tree=389
num_leaves=31
num_cat=0
split_feature=1 39 0 3 51 457 132 16 16 48 48 150 4 2 394 42 4 43 2 0 49 2 3 457 159 122 124 0 16 0
split_gain=1.63484 1.31548 1.23283 1.09045 1.01177 1.01136 0.909393 0.797512 0.784733 0.778037 0.765964 0.69216 0.591354 0.749292 0.714145 0.587153 0.898272 0.557665 0.546133 0.669823 0.531848 0.613733 0.711657 0.522703 0.505733 0.499522 0.540604 0.496548 0.84648 0.487674
threshold=0.085990000000000011 0.005105000000000001 -0.060094999999999989 0.31335500000000011 -0.40274499999999996 0.081330000000000013 0.079995000000000011 -0.095109999999999986 0.67964000000000013 0.088825000000000015 0.11930500000000001 -1.0000000180025095e-35 -0.0031049999999999997 0.10393500000000001 -0.47621999999999992 0.092635000000000009 -0.51381999999999983 -0.46376499999999993 0.10325000000000002 -0.074249999999999997 -0.47013499999999991 0.085355000000000014 0.084925000000000014 -0.0015249999999999997 0.083280000000000007 0.089350000000000013 -0.087894999999999987 -0.084074999999999997 -0.083564999999999987 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 5 -3 6 7 10 11 -7 23 -9 14 18 -1 16 -4 -17 19 24 -16 22 27 -2 -14 26 -6 -22 -29 -25
right_child=1 4 15 -5 25 9 -8 8 -10 -11 -12 -13 13 -15 20 17 -18 -19 -20 -21 21 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.0011048642916044399 -0.00066083437164325362 -0.0011791669880893787 -0.00072725509459483707 0.00097717419978583884 9.805146488161469e-05 0.00083385916881286066 0.00059267807315233913 0.00081880299728856725 0.0012044264085776441 -0.00010232902444033709 -0.0010133931870027868 -0.00062646413537454759 -0.00015177042377259383 -0.0010728953314616898 0.0012307558787290126 0.00075528351570830813 0.00053496465135092661 -0.0010007080277263482 0.001088525970666235 0.0011758246148021716 -0.00096538109624547098 -0.0010353163290570918 0.001152286094299914 0.0008514027046606095 -0.0011407549903260075 -0.00043621024525075549 0.0010579223891225777 0.0010868090252026731 -0.001141924272426069 6.2655522206232577e-05
leaf_weight=0.26544654113240618 0.78276626812294114 0.37225988414138544 0.87269677629228626 1.26759018737357 0.93861204478889693 2.3132688268087795 1.5838424265384663 0.43547253916040674 0.32749670930206853 2.1394543489441276 0.77309405198320735 8.7808968768804281 4.1155392669606945 1.1704933671862816 0.16442150622606266 0.29870203509926796 3.6944119057152416 0.93605003604898207 0.45298458461184044 0.41353054647334087 1.5653494037687783 5.03595320135355 0.33405013335868705 1.4909753281390288 0.76824867108371098 0.41478601470589627 3.3808553157141423 0.47784825589042157 0.38550187018699866 2.8722125093918378
leaf_count=8 24 10 38 122 54 82 89 17 10 33 29 766 287 150 2 5 124 85 14 14 335 971 6 42 87 13 295 17 66 115
internal_value=0 8.37693e-05 -0.000329917 -3.13556e-05 0.000597046 -9.08176e-05 -0.000214853 -0.000297567 -0.000497692 0.000384037 2.51144e-05 -0.000558175 -0.000497894 -0.000256834 -0.000700642 0.000108689 0.000293776 -0.000575912 -9.07214e-05 -0.000191561 -0.000760827 -0.000802816 -0.000379014 0.000181133 -0.000307344 0.000736712 0.000849344 -0.000589634 9.16382e-05 0.000332184
internal_weight=0 27.8736 20.9512 22.7671 5.10651 21.4995 17.0468 15.4629 9.54387 4.45272 5.91905 9.21637 15.1494 6.9208 8.22857 5.80186 4.56711 1.23475 5.7503 5.29732 7.96312 7.7987 2.76275 5.14595 4.88379 4.73425 4.31947 2.4287 0.86335 4.36319
internal_count=3910 1701 2209 1329 372 1207 1092 1003 793 115 210 783 1957 552 1405 252 162 90 402 388 1397 1395 424 181 374 362 349 418 83 157
is_linear=0
shrinkage=0.00111896


Tree=390
num_leaves=31
num_cat=0
split_feature=1 484 150 52 403 12 40 0 3 3 4 4 3 2 52 1373 2 133 15 4 51 150 1374 52 3 2 48 16 150 1
split_gain=0.932356 0.81736 0.671053 0.612615 0.612501 0.569844 0.602744 0.476426 0.967691 0.66951 0.612541 0.592399 0.623159 0.702651 0.606864 0.469303 0.439171 0.498404 0.515221 0.682787 0.447485 0.620512 0.436485 0.434984 0.434434 0.426187 0.435119 0.6993 0.547723 0.473237
threshold=0.094485000000000013 -0.0043499999999999988 0.075065000000000007 0.18936500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.34489500000000001 -0.077944999999999987 -0.084129999999999996 -0.15464999999999998 -0.082509999999999986 -0.49269499999999994 -0.086589999999999986 0.10742000000000002 0.10433000000000002 -1.0000000180025095e-35 0.086545000000000025 -0.10870499999999998 -0.008624999999999999 -0.0031049999999999997 0.08955500000000001 0.085200000000000012 0.09309000000000002 -0.080899999999999986 -0.078884999999999997 0.16971500000000003 0.11930500000000001 -0.15168999999999996 -0.07009 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 23 6 -2 8 9 -6 -10 14 -13 -14 -9 -4 24 -18 19 -19 21 -21 -17 -3 -12 26 27 29 -29 -7
right_child=2 3 15 -5 7 25 -8 11 10 -11 16 12 13 -15 -16 22 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0014910814311832037 0.0008413880179866716 -1.1642421924359056e-05 -0.00049326602758637992 -0.0013985228284402816 0.00080379431165232703 -0.00035584288849390306 -0.0016554747017770153 -0.0014365027797665394 0.0014551746870317039 -0.0012885115912882798 -0.001620755583322154 0.0010893538599648918 0.00046339177344847639 -0.0016630029408558303 0.00070607062329904925 0.0012086081821530896 -0.0016072300527264767 -0.0016113041918874573 0.0010231931713960845 -0.00020302943442259026 -0.00085440300814629386 0.0013984330112236359 -0.001023200663551529 -0.0014777792515138417 -0.00026338547403741917 0.0016246854107513932 -0.001016953847028006 0.0015009665463339452 -0.00064773968661108183 0.0010189162678157792
leaf_weight=1.3817776473006258 2.7111727773444723 0.79326716565992716 0.60765519761480424 1.0832235307898361 0.44927312841173295 0.97858397336676484 0.26934552937746037 0.86936912394594379 0.67889589269180461 2.8214145093807081 0.75089988607214797 2.5669266071636225 1.5201448789448422 0.53149569605011482 0.54502762481570244 2.8735139888012777 0.37703856884036469 0.59117527020862803 1.6638115725945599 1.2615243839100019 0.71678235521540035 1.1928907018154857 0.24066737620159973 1.4504699918325119 2.925478470569935 0.31729376374278295 1.5537844249047337 0.32498051458969346 4.0128948636120212 1.8048365530557928
leaf_count=485 275 78 12 274 23 28 8 54 16 322 120 96 94 99 6 251 92 60 52 63 13 15 12 681 80 33 68 15 409 76
internal_value=0 -0.000302249 0.000196042 -0.000230166 -0.000171859 1.25164e-05 0.00061575 -8.10626e-05 -0.000248002 -0.00100111 -5.52855e-06 0.000290539 0.00056659 -8.74696e-05 -0.000610878 0.000786431 -0.000110139 0.000162579 0.000285554 -4.0648e-05 0.000252154 0.000575311 0.00103613 -0.000959431 -0.000540628 -0.000187425 -0.000253704 -8.71711e-05 -0.000486765 0.000535584
internal_weight=0 24.1709 15.6947 22.7891 21.7059 11.9729 2.98052 19.4621 13.4292 3.27069 10.1585 6.03296 4.61857 2.05164 1.4144 3.72184 9.4796 5.80322 5.42618 3.76237 3.1712 2.45442 3.11418 2.24374 3.67638 8.99237 8.67508 7.1213 4.33788 2.78342
internal_count=3910 2723 1187 2238 1964 912 283 1205 856 345 511 349 289 193 60 275 495 295 203 151 91 78 263 759 200 629 596 528 424 104
is_linear=0
shrinkage=0.0015919


Tree=391
num_leaves=31
num_cat=0
split_feature=1 52 403 484 52 47 15 50 48 13 52 0 3 132 52 3 130 15 2 1 0 3 52 50 12 1212 457 133 1 1374
split_gain=1.47134 0.739125 0.63884 0.673205 0.704816 0.596692 0.856675 0.790895 0.933769 0.649936 0.529037 0.511499 0.88172 0.672788 0.652598 0.610728 0.597398 0.57817 0.748991 0.564466 0.513468 0.494971 0.465006 0.44961 0.580968 0.478998 0.436532 0.505772 0.407693 0.380509
threshold=0.099115000000000023 -0.42985499999999993 -1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 0.08801500000000001 0.035895000000000003 0.11843500000000001 0.12862000000000004 -0.077154999999999987 0.12539500000000003 -0.077944999999999987 -0.084129999999999996 0.080815000000000012 -0.15154999999999999 -0.15464999999999998 -1.0000000180025095e-35 -0.008624999999999999 -1.0000000180025095e-35 0.078675000000000009 -0.089539999999999995 0.10223 -0.080899999999999986 0.086465000000000014 0.092365000000000017 -0.50114499999999984 -0.066264999999999991 -1.0000000180025095e-35 0.080320000000000016 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 22 21 11 6 7 8 10 -8 -3 12 15 14 -13 -5 -16 20 -19 -18 26 -4 28 24 -20 -25 -14 -28 -1 -29
right_child=1 5 3 4 -6 -7 9 -9 -10 -11 -12 13 17 -15 16 -17 19 18 23 -21 -22 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.00093335543614969272 -0.0015179197922733378 0.0012918979697321381 -0.0015343309862126098 0.00059552149008220952 -0.0012966893179909567 -0.00011629643392817529 0.001197681747962132 -0.00091611818280171989 -0.00073760539821729964 -0.00067174288947058607 0.00010949575916297598 -0.0015317483627594474 -0.001585774292965616 0.0011603725409897287 -0.0014153210442209162 -0.0012033363140786764 0.00057163877243579411 -0.0015319168927571388 0.0010305563085175314 -0.00085575666369685588 -0.0015552989812202781 0.00075240595230152522 -0.001436949549390292 0.0013619456219732139 -0.00068336822061517571 -0.0015223511520015957 -0.0015400858307184863 -0.00062888795349404073 0.0011235741623622014 0.00026573456202616741
leaf_weight=0.56135701946914229 0.52338600048096751 5.1628789145033789 1.4082792062545255 0.49703595635946873 1.244491564517374 5.1367412925465024 0.53977050818502936 0.58136413292959321 0.69866042397916306 1.9005011540139092 1.0251855007372794 0.58159762760624278 0.48726973170415533 1.3455107306363059 0.4941485336748882 3.0112056684447515 3.6646981688681928 0.43552341777831305 2.8361031381646118 0.75529528025072057 0.72023265215102661 0.2522896509617566 1.9162867009290518 0.18753999122418463 0.53069961559958745 0.42528759746346612 0.50879753904883074 1.4662262564525113 0.35590367298573256 4.0240443659713314
leaf_count=76 127 500 434 25 267 219 21 27 14 84 43 119 24 50 15 329 119 28 117 83 97 11 786 9 20 46 78 17 18 107
internal_value=0 0.000238444 -0.000339178 -0.000262134 -0.000195986 0.000299544 0.000515126 0.000767831 0.000909987 -0.00025824 0.00109601 -0.000133641 -0.000287894 0.000207504 -2.57846e-05 -0.00094848 0.000152449 -8.84839e-05 0.000339942 0.000327723 -0.000350962 -0.00118691 -0.00101557 0.000544795 0.000760395 -0.000639687 -0.000217234 -0.000106076 -0.000135252 2.68176e-05
internal_weight=0 15.5685 27.7098 24.8763 23.2157 15.0451 9.90836 7.46809 6.88672 2.44027 6.18806 21.9712 15.13 6.84125 5.49574 3.50824 4.91414 11.6217 4.41515 4.41999 7.20657 1.66057 2.83355 3.97963 3.3668 0.612828 6.48634 5.99907 0.917261 5.49027
internal_count=3910 1035 2875 1995 1550 908 689 584 557 105 543 1283 897 386 336 354 217 543 220 202 323 445 880 192 137 55 226 202 94 124
is_linear=0
shrinkage=0.00150346


Tree=392
num_leaves=31
num_cat=0
split_feature=1 484 151 2 48 0 48 124 50 42 42 51 2 4 39 3 157 3 43 1186 52 151 474 42 15 3 4 51 403 4
split_gain=1.3719 0.847225 0.642994 0.67151 0.774686 0.62529 0.621589 0.770185 0.782806 0.611516 0.761572 0.703918 0.682763 0.702688 0.64566 0.555308 0.549802 0.540318 0.539697 0.535057 0.531494 0.92104 0.520768 0.491054 0.737695 0.506984 0.651218 0.621267 0.490211 0.472779
threshold=0.10420500000000001 -0.0043499999999999988 -0.40391999999999995 0.10457000000000001 -0.086624999999999994 -0.017269999999999997 0.12738500000000003 -0.52484999999999993 0.11901000000000002 -1.0000000180025095e-35 0.092145000000000019 -0.10748999999999999 0.089710000000000012 -0.082509999999999986 0.005105000000000001 -0.16059999999999997 -0.08262499999999999 -0.078884999999999997 -0.15648499999999999 0.090650000000000022 0.11588000000000002 -0.101755 -1.0000000180025095e-35 -0.087904999999999983 -1.0000000180025095e-35 -0.060719999999999989 -0.08422499999999998 -1.0000000180025095e-35 0.03138500000000001 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 7 -6 22 23 11 -11 13 -13 15 -15 -14 29 -12 -20 -18 -22 -9 24 -3 26 27 -26 -28 -17
right_child=2 9 3 4 6 -7 -8 8 -10 10 18 12 16 14 -16 17 20 -19 19 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00124219803184313 -0.0012976212653154381 -0.0013012463003986526 -0.00028738652354524203 -0.0010864294861284288 -0.0015569283839302599 0.0009992626144720775 3.8814105483871825e-06 -0.00067457847853893559 -0.00077868091691240919 -0.0015044210242445366 0.00027630182224613474 0.00064439329352836074 -0.0013423394176345722 0.0012635561037980993 0.0012355092965306512 -0.0012706125267778312 0.00056526240167047875 -0.00027155748119509274 -0.001188009964788234 0.0014631044302517171 0.0015224122721271692 -0.00089358072724884355 0.0013888921164644692 -0.0012702932329599057 0.001383499714581022 0.001367609972916883 -0.00096456765442902307 -0.0015330926016986278 0.0013695953317713352 0.0009875599334715462
leaf_weight=1.9762056028703252 0.5680641527287652 1.2369162387913095 4.8997468978632241 0.56383658200502207 0.2524775601923438 0.99749877373687823 1.9875359483994541 0.28529855387750735 0.44905419088900078 0.67363135342021863 0.89806332904845509 1.5982827810221429 0.42216032627038558 0.35468592401594712 0.47670963685959566 2.802414280828097 7.4053855658275989 3.8857974269776312 2.8370770118199284 0.17748918570578087 0.45564256981015194 1.4418266314314676 4.5209021925693431 1.9791836195508974 0.19458240712992902 0.53925661463290442 0.28328680462436739 0.90828296152176347 0.65134085365571082 0.21935559064149845
leaf_count=520 23 155 259 18 6 95 80 24 14 91 35 79 52 9 30 420 219 135 460 2 7 72 361 481 9 10 48 174 17 5
internal_value=0 -0.00030331 0.000247203 0.000310082 0.000588028 -6.97543e-05 0.00071399 0.000970241 0.00109165 -0.000240289 -0.00013463 -1.62719e-05 3.63171e-05 -0.000249785 -0.000434455 -0.000544075 0.000311011 -0.000636892 -0.000731645 -0.00103192 0.00038604 -0.000313424 0.0012664 -0.000671627 -0.000360937 9.04394e-05 -0.000247585 -0.00101851 0.000662108 -0.00110669
internal_weight=0 31.4176 14.5244 13.9564 8.05911 5.89725 7.49527 5.50773 5.25525 29.4414 23.6485 19.7359 19.0623 9.33725 7.73896 7.26225 9.72502 6.90757 3.91263 3.01457 9.30285 1.89747 4.8062 5.79285 3.81367 2.57675 2.03749 1.10287 0.934628 3.02177
internal_count=3910 3030 880 857 503 354 485 405 399 2510 1616 1119 1028 678 599 569 350 560 497 462 298 79 385 894 413 258 248 183 65 425
is_linear=0
shrinkage=0.00148128


Tree=393
num_leaves=31
num_cat=0
split_feature=12 43 13 3 38 16 14 48 160 15 1 3 160 160 0 133 448 150 51 52 474 52 403 0 15 15 16 133 0 156
split_gain=1.31124 0.76954 0.876181 0.790333 0.848665 0.665965 0.601684 0.52808 0.565611 0.630283 0.51855 0.50962 0.50026 0.565325 0.49457 0.472035 0.434266 0.420967 0.76548 0.486039 0.534809 0.408783 0.396589 0.623064 0.57628 0.549933 0.536386 0.41678 0.396316 0.377579
threshold=0.051320000000000005 -0.044024999999999988 0.18622000000000002 0.30601500000000009 0.13790500000000003 -0.17157499999999998 0.096720000000000014 0.08346000000000002 0.069910000000000014 -0.07142999999999998 0.099115000000000023 -0.018854999999999997 -1.0000000180025095e-35 0.098455000000000015 0.18055000000000002 -0.079929999999999987 -0.074774999999999994 0.10871000000000001 0.08955500000000001 -0.087604999999999988 0.084655000000000022 -0.090304999999999983 0.03138500000000001 -0.084304999999999977 0.090505000000000016 0.088190000000000004 0.67964000000000013 -0.088019999999999987 -0.070174999999999987 0.078725000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 16 12 10 14 9 -9 28 15 -2 -14 22 -3 -5 19 -19 -13 29 -10 26 -24 25 27 -7 -25 -1 -21
right_child=5 3 -4 4 -6 7 -8 8 21 -11 -12 17 13 -15 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028917909183187471 -0.0012122865188459481 -0.00061722921009691909 -0.00053928784070828841 -0.00096058670610384145 -0.001365939427794207 -0.0010271588292136164 -0.0013473802068950304 -0.0012011938814559279 -0.00057326972370560147 9.0482152187048017e-05 0.0013057389689054078 -0.0011554666797071577 -3.9370908435133579e-05 -0.0013349428892780253 0.00074762347941832198 0.0010917880920483362 0.0013045316894071113 0.0010013238411894975 -0.00059813505799406286 -0.00048487240664753191 0.00050655260513677637 0.00076531649895355202 -0.0013120147943867283 0.00028244276027782858 -0.001307881249451573 0.0011424931552201721 0.00077032999681962363 -0.0013114052600442789 0.0010075320527106373 -0.0013935333483372494
leaf_weight=0.93073059571906924 0.86212824541144062 0.44824057770892978 1.6408560980344189 0.16054144734516707 0.31128840148448933 12.664320920826874 0.24078579805791367 1.6436764060636049 0.60701909288764 1.0024971619714045 1.4862214436288921 2.1427782056853202 5.5741318089421865 0.61658277176320542 0.31138914683833618 0.65668191900477235 1.0653405502671367 0.80764708109200123 1.266897492110729 7.7725082644028483 0.82930729864165265 0.98835575580596902 1.0614848291734236 0.71279086638242029 0.52742446388583619 0.66835399146657426 0.27969524194486517 0.43577118823304684 0.66689950460568403 0.83475983701646317
leaf_count=37 79 10 61 3 6 1908 7 218 23 59 244 129 161 35 8 44 138 38 16 217 33 28 130 36 86 25 17 46 34 34
internal_value=0 -0.000214101 0.00022839 -0.000348931 0.000527173 -0.000637153 0.000607273 -0.000752259 -0.000347809 -0.000711845 0.000759891 -0.00044018 -0.000296009 -0.000168407 -0.000855223 0.000398481 0.00100789 -0.000508047 2.4555e-05 -0.000603467 -0.000478124 0.000256002 -0.000885749 -0.00049593 -0.000126419 0.000216543 -0.000988319 -0.000322273 0.000252108 -0.000572997
internal_weight=0 21.2615 4.96549 16.296 1.53717 27.9556 3.32464 20.9028 4.24155 2.64617 3.08385 14.7588 7.05284 6.19071 16.6612 1.10492 1.22588 13.6539 2.07454 11.5794 9.43658 1.59537 16.3498 3.40583 2.34434 1.81692 12.944 1.14856 1.59763 8.60727
internal_count=3910 1051 383 668 147 2859 322 2584 328 277 315 521 275 196 2256 54 141 467 54 413 284 51 2248 323 193 107 1925 82 71 251
is_linear=0
shrinkage=0.00128389


Tree=394
num_leaves=31
num_cat=0
split_feature=1 47 15 50 158 50 48 13 0 4 52 1 403 2 0 4 16 16 48 133 0 1212 15 47 151 4 3 9 51 2
split_gain=1.31784 0.771334 0.937155 0.736372 0.691966 0.683961 0.75784 0.595759 0.587729 0.885165 0.742914 0.73881 0.687995 0.684718 1.04527 0.780232 0.644883 0.560661 1.02332 0.674766 0.609659 0.523227 0.518246 0.596452 0.798878 0.533434 0.517797 0.499769 0.520695 0.574172
threshold=0.10113500000000002 0.087850000000000025 0.035895000000000003 0.088425000000000017 0.084965000000000027 0.14390500000000003 0.12862000000000004 -0.079119999999999982 0.039665000000000006 -0.49837999999999999 0.10433000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10393500000000001 -0.070894999999999986 0.15927500000000003 -0.091214999999999977 -0.083144999999999983 0.086870000000000017 0.086895000000000014 -0.12329499999999999 -0.50114499999999984 0.088495000000000018 1.0000000180025095e-35 0.056555000000000001 0.05309500000000001 -0.086169999999999983 0.081505000000000008 0.08955500000000001 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 6 -2 -4 11 10 -10 12 -1 14 15 16 -14 -18 20 -20 -19 -5 23 24 27 -25 -11 28 29 -13
right_child=1 -3 7 21 -6 -7 -8 -9 9 26 -12 22 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016018448240306391 0.0010088057962286472 -0.00025387805152796703 0.0011465311809099408 0.0011623492682201946 -0.0012115861736532669 -0.0016422723895492262 -0.0007257595503155919 -0.00078597677966148443 -0.0014192302501937807 0.0015341331100507428 0.0006895440652259125 0.00032098259101106706 -0.0017193246344647311 -0.0016298346027417878 0.0012642232554630161 0.00068422230008727085 0.00041534310716303261 0.0013643554328678822 -0.0012882284476168702 0.001034800609605045 -0.001614389996610307 -0.0014444369738618344 -0.0016017874950995524 -0.0016890671641148268 -0.00096225438538056541 -3.7578524415167167e-05 8.8094057678052412e-05 -0.00075738648436976432 -0.00031409731166748983 0.0014572433572418498
leaf_weight=1.467191868461678 6.7157382142031548 5.4955844623036674 0.50657784473151002 0.21264566946774754 1.8347850005957287 0.2877864004112779 0.69706277735531319 1.9003167224582282 1.0098262277897445 1.4724150123074653 0.71572683565318573 2.1445386385312268 1.2598179276101324 1.0769258109503415 0.96303012385032882 1.2067972724325953 1.3645825526909932 0.18647022917867051 0.46040710248053052 0.98246298392768949 2.262021392467426 2.094758021994493 0.48007660318398926 0.78854528907686505 1.0755633688531814 1.2967633079970253 1.073494215728714 0.68807048490270961 1.0785010614199562 2.3225403846008703
leaf_count=584 609 249 22 9 281 14 14 79 60 35 13 97 126 169 26 29 73 3 47 37 394 547 104 69 30 32 30 47 25 56
internal_value=0 0.000223568 0.000483162 -0.000345373 -0.000272546 0.000752716 0.000845696 -0.000379243 -0.000204649 0.000330987 -0.00054455 -0.00031306 -0.000590872 -0.000438934 -0.000291275 -0.000485251 -0.000701851 -0.000457969 -0.000764213 0.000293543 -0.00138754 -0.0012042 2.87545e-06 8.48765e-05 0.000297982 -0.000662078 0.000924404 0.000515425 0.000673349 0.000911752
internal_weight=0 15.6031 10.1075 29.518 27.2106 7.70059 7.4128 2.40689 25.3758 4.27146 1.72555 21.1043 11.2297 9.76252 8.68559 7.72256 6.51576 5.25594 3.89136 1.44287 2.44849 2.3074 9.8746 9.39452 7.30921 2.08531 2.54591 6.23365 5.54558 4.46708
internal_count=3910 987 738 2923 2367 637 623 101 2086 138 73 1948 1488 904 735 709 680 554 481 84 397 556 460 356 255 101 65 225 178 153
is_linear=0
shrinkage=0.00158341


Tree=395
num_leaves=31
num_cat=0
split_feature=1 484 52 52 3 0 14 1186 454 122 40 48 12 51 148 38 2 15 1186 401 11 3 2 13 15 0 48 49 1374 151
split_gain=0.271284 0.304985 0.315721 0.278339 0.267087 0.266229 0.252222 0.244152 0.237772 0.233998 0.271299 0.389994 0.392881 0.344481 0.381155 0.397667 0.275867 0.246617 0.233195 0.230954 0.233387 0.24813 0.373779 0.356783 0.254795 0.303577 0.510987 0.302204 0.322932 0.394986
threshold=0.10113500000000002 -0.0043499999999999988 0.18936500000000003 -0.42985499999999993 0.10223 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10299000000000001 -0.012844999999999997 0.11930500000000001 0.11655500000000001 0.13605000000000003 -0.07964499999999998 0.10657000000000001 0.10274500000000002 -0.46673499999999996 0.091570000000000026 0.10072000000000002 0.08184000000000001 -0.12008499999999998 0.11462500000000002 0.17936000000000002 -0.0058549999999999991 -0.10131499999999999 0.086870000000000017 -0.085974999999999982 -0.094679999999999986 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -2 -1 9 7 -3 -9 10 -5 12 13 14 -12 16 -16 -18 19 20 21 23 24 -10 25 27 -27 -23 -29 -30
right_child=3 2 -4 5 -6 -7 -8 8 18 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.002990997805646337 -0.0029611839830966198 -0.0029693069637533607 -0.0023639578706806234 0.0018654054475549194 0.0016678455375960426 0.0025534407171132313 -0.0029816098624064866 -0.0030331664563009054 0.0018865433900260092 -0.0026120541734661459 -0.0022017177037889969 -0.0012721256950628643 -0.0019602903622111928 -0.0026699567186930688 0.000689344706793691 -0.0023758572722930951 -0.00032144295809497664 0.0027504350894281726 -0.0029964010361448836 -0.0029587678994664182 -0.002214549368879575 -0.0023304345788743011 -0.0025234320471032488 -0.0010554738423874822 0.00057926105625159807 -0.002764229583878878 0.00033539190898520247 -0.0009224966223980969 0.0024789153839534814 -9.7553335590734407e-05
leaf_weight=0.61708205033210006 0.21877104570739891 0.25482576823560066 0.59190756564203262 0.90715583704877634 0.12868445116328076 0.46838619260233638 0.27104226782103147 0.22934043483109334 1.4064091546460904 0.23651915369555343 0.30053092591697339 1.3266761451959608 0.49608807527692977 0.23469554755138222 1.881207123136847 0.24728584114927787 0.26508039687178042 1.5395554117858412 0.22287036880152378 0.21886264941713385 0.36994712939485985 0.37190683610970188 0.4912613590568079 0.47787903941934917 4.9896434498805506 0.98021162512303728 0.86752574563433882 0.96803403273224908 0.98847312829457301 1.0746210612414859
leaf_count=499 115 157 301 219 11 133 68 35 61 11 20 74 38 23 136 20 35 163 44 161 38 27 114 22 816 329 122 16 30 72
internal_value=0 -0.000351705 -0.000259062 0.000311825 -0.0021871 0.000402426 -0.000171216 -0.000116462 -6.32303e-05 0.000266914 0.00036151 0.000144654 0.000523268 0.000798999 0.000991303 0.00123528 0.00147756 0.00229921 -1.25046e-05 3.78576e-05 8.83623e-05 0.000155892 -1.69714e-05 0.00114041 0.000103271 -0.000349048 -0.00130894 0.000172139 0.000479195 0.00113689
internal_weight=0 15.5205 14.7748 8.12195 0.745767 7.90318 14.1829 13.9118 13.657 7.43479 7.19828 6.29112 4.96444 4.46836 4.23366 3.93313 3.68584 1.80464 13.4276 13.2048 12.9859 12.616 10.7317 1.88429 10.2404 5.25077 1.84774 3.40304 3.03113 2.06309
internal_count=3910 2923 2413 987 510 872 2112 2044 1887 739 728 509 435 397 374 354 334 198 1852 1808 1647 1609 1526 83 1412 596 451 145 118 102
is_linear=0
shrinkage=0.00294161


Tree=396
num_leaves=31
num_cat=0
split_feature=1 52 484 1446 15 47 44 48 403 52 50 14 133 403 403 15 4 0 2 13 1 0 1374 150 4 150 2 12 16 43
split_gain=1.72381 1.07666 0.993649 0.888654 0.88611 1.36341 1.00157 0.965695 0.825025 0.807477 0.765046 0.701398 0.668404 0.765633 0.723388 0.874649 0.676286 0.880513 0.659646 0.633899 0.629607 0.686754 0.583736 0.828705 0.707841 0.561948 0.641907 0.561772 0.541787 0.762348
threshold=0.094485000000000013 -0.42985499999999993 -0.0043499999999999988 0.091520000000000018 0.035895000000000003 0.096300000000000011 0.086480000000000015 0.12862000000000004 -1.0000000180025095e-35 0.18936500000000003 0.11843500000000001 0.077685000000000018 -0.10870499999999998 0.37674000000000007 0.104315 -0.0063699999999999989 -0.0031049999999999997 -1.0000000180025095e-35 -0.013084999999999998 -0.10939499999999998 0.11026000000000001 -0.10303999999999998 -0.094679999999999986 0.084800000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11578500000000001 0.10297500000000001 0.15737500000000001 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 10 19 11 -3 12 13 -10 15 16 17 -14 -17 -4 -6 -22 -18 24 -24 -7 -27 28 -20 -30
right_child=1 3 8 -5 20 25 -8 -9 9 -11 -12 -13 14 -15 -16 18 22 -19 27 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0013061464392255669 -0.0014048298828558243 0.0010093470110597879 0.0004549162974162993 -0.0014341270421747655 -0.0011269502869623352 -0.0012431700544580648 -0.001265819552600624 -0.00069681334482908554 -0.0012831196873835475 -0.0012330896732038728 -0.0007448848357520262 -0.0014493823184276934 -0.0011514174618368473 0.00099339347605023587 -0.0013092031112635313 -0.0010032718052398961 -0.00090664723492185357 0.0013289081528347619 0.0006514426380231943 -0.0012008480501176201 0.0012128642708898927 -0.00058428042895386089 0.00079781580483580044 0.00089564633530390448 -0.00064444225606983033 -0.00026252506799729399 0.0009173037380152706 -0.0006631848763091247 0.00066592178599173154 -0.0011766585837769668
leaf_weight=2.0044691209332113 0.81558944634162145 8.8565281985793298 0.53015804453752968 0.60494028171524306 1.3348771585151546 0.78150789951905597 0.47901209583506066 0.77829866111278612 1.6053510030033198 1.3962137289345253 0.50766176893375892 0.77040770323946972 2.426918918266908 0.34699327003909264 0.81763535714708169 0.70784572465345341 1.2288614381104705 0.31195292994379986 7.4146899813785918 2.8318517725565533 0.69316394021734584 1.0076521406881509 0.89848970854654897 1.881692479830235 2.4473507042275755 3.6227500106906509 1.1809300244785843 0.89960814162623215 0.9117624678183347 0.82702835742384173
leaf_count=485 143 582 22 34 104 26 13 14 224 247 25 45 288 28 119 37 15 10 183 764 18 53 23 37 111 124 51 31 13 41
internal_value=0 0.000160067 -0.000360648 0.000224373 0.000276513 0.000405583 0.000697876 0.000790618 -0.000293572 -0.000206299 0.000914245 -0.000145285 -0.000101077 -0.000878511 -2.80132e-05 2.44791e-05 -0.000290258 -0.000868913 0.000293423 -0.000939749 -0.000412551 0.000148142 -4.47866e-05 0.000157815 -0.000257139 -0.000150279 2.75224e-05 0.000384725 0.000487714 -0.000210472
internal_weight=0 20.6629 30.2593 19.8473 19.2424 16.2067 10.6215 10.1425 28.2548 24.8928 9.36419 23.4966 22.7262 1.95234 20.7738 19.9562 9.19527 2.73887 10.7609 3.36201 3.03569 1.70082 6.45639 5.22753 3.34584 5.58519 4.80368 10.0531 9.15348 1.73879
internal_count=3910 1187 2723 1044 1010 835 634 621 2238 1452 607 1205 1160 252 908 789 484 298 305 786 175 71 186 171 134 201 175 268 237 54
is_linear=0
shrinkage=0.00138972


Tree=397
num_leaves=31
num_cat=0
split_feature=1213 1456 4 480 403 52 133 1365 1 15 1 0 11 122 160 124 51 0 1375 1375 15 156 0 160 1 12 43 47 9 12
split_gain=0.269887 0.260422 0.242457 0.275506 0.25185 0.290222 0.305201 0.257106 0.281339 0.373687 0.36191 0.399229 0.317422 0.35111 0.346937 0.36584 0.313044 0.414523 0.309331 0.307217 0.288485 0.279057 0.286652 0.259947 0.261155 0.256961 0.246002 0.232212 0.278994 0.253154
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51224500000000017 0.086640000000000009 -0.084084999999999979 -0.42985499999999993 -0.26719999999999994 1.0000000180025095e-35 0.094385000000000011 0.035895000000000003 0.11026000000000001 -0.10303999999999998 0.088315000000000018 0.09197000000000001 -0.51385999999999987 -0.50873999999999986 0.08955500000000001 -0.23029999999999998 -0.029589999999999995 -0.43271999999999994 -0.14676499999999995 0.096585000000000018 -0.23821499999999998 0.10150000000000002 0.093000000000000013 0.09112000000000002 -0.11267999999999999 0.09550500000000002 0.081505000000000008 0.10257000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 16 12 -11 -12 13 14 -10 -16 17 -8 -19 -17 -20 22 -21 24 27 -24 -25 28 29 -22
right_child=1 2 -4 -5 5 6 7 -9 9 10 11 -13 -14 -15 15 19 -18 18 20 21 23 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023863536736774553 -0.002242840541628423 -0.0024789492075770981 0.0031201470992999292 -0.003192176613195537 -0.0023772282582457433 -0.0026164061309184509 0.0027187072720409105 -0.0025337473841925387 -0.0037920596342903758 -0.0032662470153021332 0.0039056296694970996 -0.0016402088887195916 -0.0013673136138973921 -0.0025725310126687505 -0.0032931978939978904 -0.0014937343849092195 -0.0021413535068521179 -0.0037861456583695211 -0.0038471252501510074 -0.00066597172546236597 0.0005898052706289086 -0.00037480632079041733 0.003516703793898119 0.0027253511372084603 -0.0032611495533062043 0.0012611264154845925 -0.0038192673809921505 0.0030667748597206154 -0.0026873336504803294 -0.0021646559111229064
leaf_weight=0.72208788906573573 0.74232943828974995 0.54995062433592323 0.33744716498767857 0.37940895862993684 0.64842898045027553 0.53617791150465066 0.78064242843540554 0.45524198838393104 0.15155512333149079 0.54183762954198733 0.31397405033931136 0.41750135767506436 0.57781065825838585 0.27361313020810474 0.17959445039741684 0.30630805680993933 0.92487739778880573 0.30361652204012379 0.25869347123081965 0.32816705066943441 7.207006954340514 0.46516001789132122 2.8055048082023863 0.099355329060927033 0.27887415880104605 0.92792521056253452 0.39267743739765215 0.42598423903109583 0.4225068469531833 0.49210828152718011
leaf_count=592 332 411 167 217 283 188 21 61 14 48 14 42 35 11 11 6 92 90 47 40 542 36 326 11 28 62 74 22 46 41
internal_value=0 -7.86521e-05 -4.89647e-06 -5.40716e-05 2.44959e-06 6.89686e-05 0.00014881 0.00022551 0.000292059 0.000863986 -0.000964648 0.000740253 0.00125105 0.00152927 0.00174659 0.00191405 -6.77401e-05 0.000112145 -9.37886e-05 0.00210755 2.32665e-05 0.00235123 0.00266344 0.000130713 0.000277236 0.00295609 -0.00249772 0.000392679 0.000252421 0.000413747
internal_weight=0 22.5243 21.782 21.4445 21.0651 20.5151 19.8667 19.3305 18.8753 7.28895 1.27331 0.731475 6.01564 5.43783 5.16421 5.01266 11.5863 10.6615 9.88082 4.83307 9.57721 4.52676 4.0616 9.31851 8.82648 3.73343 0.492033 8.54761 8.12162 7.69912
internal_count=3910 3318 2986 2819 2602 2191 1908 1720 1659 645 104 56 541 506 495 481 1014 922 901 470 811 464 428 764 679 388 85 651 629 583
is_linear=0
shrinkage=0.00371563


Tree=398
num_leaves=31
num_cat=0
split_feature=1 484 14 376 3 0 49 15 48 13 151 47 0 2 49 12 50 151 2 13 43 403 15 403 48 2 133 160 15 38
split_gain=1.49593 0.902902 0.633639 0.772188 0.952215 1.12525 1.20199 0.800712 0.809093 0.697645 0.68992 0.630142 0.570043 0.569039 0.853281 0.557937 0.711039 0.543904 0.615044 0.54054 0.534542 0.739911 0.663541 0.651481 0.538612 0.655862 0.637442 0.56173 0.551897 0.521845
threshold=0.10420500000000001 -0.0043499999999999988 0.077685000000000018 0.048695000000000009 -0.11266 -0.10071499999999999 -0.085974999999999982 -0.095799999999999982 0.091085000000000013 -0.14819499999999997 -0.016164999999999995 0.084155000000000021 -0.10209999999999998 0.086650000000000019 0.090775000000000008 -0.041094999999999993 0.11551000000000002 -0.40391999999999995 0.114165 0.17936000000000002 -0.078454999999999983 0.086810000000000012 0.085120000000000015 0.097580000000000014 0.086870000000000017 0.084065000000000015 0.083815000000000014 0.085545000000000024 0.091435000000000002 -0.08781499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 19 6 -6 8 10 -7 -8 15 13 -12 -15 -2 17 -17 -19 -3 24 29 -23 -24 25 26 -11 -26 -27 -22
right_child=11 2 -4 -5 5 9 7 -9 -10 20 12 -13 -14 14 -16 16 -18 18 -20 -21 21 22 23 -25 27 28 -28 -29 -30 -31
leaf_value=-0.0013136036478967664 0.0014236316992162865 0.00063832801571662035 -0.0015950919036680634 0.00077159880178637955 -0.0013935164131044526 0.00046255636103612405 0.0013314742850091921 0.00083001697006862888 -0.0017526768074792364 -0.00078165188885769108 -0.0017035271139451897 -0.000126325657358326 0.0011667172758128154 0.001245237442770965 -0.0015734272415209732 -0.0015137974647550607 -0.0015993488700807271 0.00019531824435115459 0.0011696069506279495 -0.00057485147246234272 0.0007516293420255179 -0.0016038392823558053 0.0015494582330591517 -0.00072386813774082993 -0.00055560317589903015 -0.0015569655144543205 0.0013913286121134284 0.0011875881275953712 -2.8889183674579378e-05 -0.0015542836277466102
leaf_weight=2.0797744347364668 1.4390756292268623 3.6372289276914769 0.82687421794980664 1.782907336950301 1.2213011409621684 1.1556220855563974 0.83245289698243219 3.3209552804473876 0.67489836178719986 0.76407837896841158 0.79176116012968201 5.601686925510875 0.49440885195508544 0.60304375132545807 0.45269350777380168 0.31243995763361354 0.41770628211088467 3.9309463988756761 2.5864058398874477 1.1682511328253893 0.24955855868758003 0.59683787613175798 0.5972629841417072 0.61709350062301382 0.96568797965301179 2.2292683077976112 0.56564584316220134 0.82555948593653738 0.76411730109248299 4.4446117179467901
leaf_count=520 246 138 85 78 48 23 11 75 26 94 23 234 12 9 58 10 26 176 188 49 5 75 6 106 69 340 32 21 70 1057
internal_value=0 -0.000325382 -0.000255905 -0.000217396 -0.00028277 -0.000418514 2.94057e-05 0.000271772 -0.000209855 -0.000691372 0.000118163 0.000279454 -0.00031312 -0.00070914 3.66117e-05 0.000541128 0.000365897 0.00048609 0.000581964 0.000343394 -0.000797041 -0.00110664 -0.000264186 0.000394233 -0.000467642 -0.000764083 0.000142703 0.000247808 -0.0011669 -0.00143169
internal_weight=0 31.6619 29.5821 28.7552 26.9723 22.1669 8.39151 7.17021 3.84926 13.7753 3.17436 14.2883 2.34191 1.8475 1.05574 8.68657 7.2475 6.82979 6.51735 4.80548 12.6197 6.50536 1.81119 1.21436 6.11436 4.32311 1.32972 1.79125 2.99339 4.69417
internal_count=3910 3030 2510 2425 2347 2160 262 214 139 1898 113 880 102 90 67 646 400 374 364 187 1875 1249 187 112 626 536 126 90 410 1062
is_linear=0
shrinkage=0.00155166


Tree=399
num_leaves=31
num_cat=0
split_feature=1 0 4 132 1 457 39 457 0 13 4 3 48 16 0 16 4 1 44 159 47 14 47 133 1 15 131 12 15 483
split_gain=0.23637 0.38472 0.420218 0.299383 0.317978 0.341021 0.347275 0.370255 0.359675 0.33215 0.29717 0.291668 0.272703 0.312727 0.472703 0.266279 0.260937 0.312288 0.288185 0.294381 0.251807 0.268294 0.244418 0.242503 0.23962 0.238889 0.23039 0.216877 0.350032 0.214435
threshold=0.085835000000000009 -0.084074999999999997 -0.00027999999999999998 0.079995000000000011 0.086560000000000012 0.53894500000000012 0.005105000000000001 0.069705000000000003 -0.23129999999999998 -0.094679999999999986 -0.15333499999999997 -0.083604999999999985 0.091555000000000011 -0.083144999999999983 -0.060094999999999989 0.67964000000000013 0.022820000000000003 0.092550000000000007 0.13998500000000003 -0.52106999999999992 0.084695000000000006 0.088250000000000009 0.084155000000000021 -0.088354999999999989 0.095575000000000007 -0.14676499999999995 0.10340500000000001 0.085325000000000012 0.085120000000000015 0.075345000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -2 6 7 9 -9 22 -1 -4 13 27 -15 16 18 -18 19 -11 21 -8 -6 -13 -19 -25 -5 -3 -29 -21
right_child=3 12 11 26 5 -7 20 8 -10 15 -12 23 -14 14 -16 -17 17 24 -20 29 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0018840517006322192 0.0024478561379289348 0.0029643819672865667 -0.0026234953750568155 0.0025004576817678975 0.0017011189097675523 -0.0031513513967627114 0.0027297639621134528 -0.00079112525018489531 0.0021124492776993728 0.0027360538432882942 -0.0026608662632092162 -0.0031228281914198203 0.0017745525114525227 -0.0027698592014653379 -4.7381473452606383e-05 0.0030410622715299333 0.0025169363924728181 -0.0033156263160854416 0.0034775778740679234 -0.0024251313856312987 -8.451933851505735e-06 -0.0031717977450244723 -0.00085519094582633081 -0.0032259867927359083 -0.0004053701359301261 0.00075340972786031501 -0.0019511511888867697 -0.0025102870615984836 0.0012258373903046723 0.0010988401438216996
leaf_weight=0.14974634896498162 0.49721366650191789 0.37066934729227785 0.45067739271326024 0.78023326318361874 0.96849167672916869 0.33485027053393501 0.93917503813281722 0.64330006320960809 1.1134777939005287 0.12379172077634759 1.6805834471306296 0.20140442848787721 0.77175687765702594 0.83748005720553909 2.2393811480287718 0.16327110968995828 0.31957923187292214 0.30067861638963256 0.098697133362293132 2.1597013433784062 0.85439536138437677 0.079884931677952409 0.56660669716075063 0.15658335466287132 2.6845075158926193 1.8196831053210178 0.1295636763679795 0.32147907622856997 0.94168899225769565 0.178684742306359
leaf_count=26 36 15 79 118 130 11 271 38 66 11 744 89 82 631 199 13 11 8 1 592 65 5 39 30 201 171 41 28 106 53
internal_value=0 -0.000477337 -0.00115172 0.000156599 2.72432e-05 -7.71503e-05 1.48075e-05 -0.000229312 0.00104921 -0.000526256 -0.00228903 -0.00035972 7.11131e-05 -0.000207963 -0.000788403 -0.00085315 -0.000961546 -0.00038756 -0.00170226 -0.0019099 0.00122935 0.00226714 0.000757582 0.000108777 -0.000698502 0.000438115 0.00186651 0.00088513 0.000274985 -0.00215585
internal_weight=0 9.94113 4.45868 12.9361 12.0263 11.5291 11.1942 9.32079 1.75678 7.56401 1.83033 2.62835 5.48246 4.7107 3.07686 6.02891 5.86564 3.30477 2.56087 2.46218 1.87346 1.01906 1.5351 2.17767 2.98519 1.97627 0.909797 1.63384 1.26317 2.33839
internal_count=3910 2200 1139 1710 1551 1515 1504 1163 104 1059 770 369 1061 979 830 890 877 220 657 656 341 276 169 290 209 201 159 149 134 645
is_linear=0
shrinkage=0.00309149


Tree=400
num_leaves=31
num_cat=0
split_feature=1 12 484 150 3 3 51 40 1374 403 52 160 2 15 12 48 133 4 4 4 52 16 151 150 48 3 3 15 2 4
split_gain=1.88159 1.25727 0.967776 0.933356 0.871355 1.07818 0.848131 0.926112 0.786963 0.763487 0.66856 0.625632 0.593448 0.554461 0.739453 0.686654 0.557912 0.604859 0.995357 0.549161 0.508952 0.4812 0.797436 0.692403 0.459522 0.560673 0.750493 0.457559 0.858999 0.502379
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.0043499999999999988 0.081245000000000026 -0.11266 0.084925000000000014 -0.40274499999999996 0.34489500000000001 -0.094679999999999986 -1.0000000180025095e-35 -0.092084999999999986 -0.082969999999999988 0.16971500000000003 0.088190000000000004 0.086935000000000012 0.088875000000000023 -0.090054999999999982 -0.076329999999999995 0.0021050000000000005 0.50657000000000008 0.091715000000000005 -0.069894999999999985 -0.090064999999999992 -1.0000000180025095e-35 0.12738500000000003 0.094625000000000015 -0.087544999999999998 0.079360000000000014 0.12330500000000001 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 12 27 9 -2 -8 -7 -6 -10 -11 19 14 16 -16 -13 -18 -19 21 -15 23 -23 -3 25 26 -5 29 -29 -4
right_child=1 3 4 24 5 8 7 -9 10 11 -12 13 -14 20 15 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012572697238250347 -0.0013807226439169222 -0.0011109962841128643 -0.00041016484670612673 0.0010179287540958812 -0.0012659324636711781 -0.00091089143976120796 0.00098093755792790925 -0.0013854678608856443 -0.00083835182783248549 -0.0012015473357217085 0.00053383662939012497 -0.0013500709353755495 0.0013537083541192514 0.00045860473931868943 -0.0013661126426796947 -1.8997824938953815e-05 0.00065365319474940185 -0.001160497642762791 0.00024301863697802047 0.00063955901705129434 -0.00071220643023574249 0.00093928349134129042 -0.00082403408268104665 0.00015005547631514429 -0.00049599332631030052 0.0014017823823289767 -0.00082591493146421389 -0.0013623737937807977 0.0015491050633740606 0.00066063828525337654
leaf_weight=1.9696992513490865 0.31974184326827515 0.9289218341000377 1.0212361593730745 0.91514278994873166 2.4361489164293877 1.1291461586952207 4.7697571020107743 0.30726097337901581 0.73541800538077939 1.7578235580585992 3.9407268820796153 0.6857513547874986 0.40571227110922414 2.2354616799275386 2.5068490126868714 0.89668656024150539 1.4106811077799646 1.5608342639170394 2.0278093996457756 1.0449338343460119 0.91262363007990632 0.4957972327247252 4.6102960353018698 4.1787521803053069 0.59765289444476355 1.3463383137714116 0.66551310243085005 0.70405604213010509 0.23622457683086395 3.0450146707007688
leaf_count=484 10 36 18 48 737 11 384 8 43 307 74 72 33 124 308 50 42 124 40 62 102 14 346 146 11 76 21 76 2 101
internal_value=0 0.000158535 -0.000362969 -3.60841e-05 -0.000298309 -0.000410425 0.000706287 0.000837723 7.90031e-05 -0.00058335 0.000318032 -0.000464527 -0.000216112 -0.000358653 -0.000524166 -0.00101121 -0.000232585 -7.93013e-05 -0.000367423 -0.000272681 0.000119189 -0.000366009 -0.000652817 -7.92893e-05 0.000559697 0.000775255 0.000241604 0.000199645 -0.00063093 0.000391707
internal_weight=0 20.5858 29.2122 15.1891 27.2425 22.236 5.39676 5.07702 5.80529 16.4307 4.67614 13.9945 11.6644 12.2367 9.08861 3.40354 5.68508 4.99932 3.58864 11.2587 3.14809 10.2138 5.10609 5.10767 3.52465 2.92699 1.58066 5.00653 0.940281 4.06625
internal_count=3910 1195 2715 793 2231 2034 402 392 128 1906 117 1169 637 862 636 358 278 206 164 604 226 542 360 182 156 145 69 197 78 119
is_linear=0
shrinkage=0.00132116


Tree=401
num_leaves=31
num_cat=0
split_feature=484 150 1213 1 48 47 42 42 132 375 394 52 16 47 448 47 1 15 474 475 393 1186 42 43 4 42 0 16 42 2
split_gain=0.248493 0.409812 0.249737 0.252292 0.299767 0.30787 0.300036 0.295007 0.292024 0.290298 0.265088 0.251248 0.345181 0.27939 0.252049 0.251776 0.474026 0.330928 0.291809 0.248337 0.2235 0.343303 0.263226 0.246522 0.347657 0.365517 0.270444 0.306657 0.27906 0.296386
threshold=-0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 0.12811000000000003 0.12675000000000003 0.11939500000000002 -0.11403999999999999 -0.10298999999999998 0.080815000000000012 -0.40343999999999997 -0.088129999999999986 0.18936500000000003 -0.54165499999999989 0.085165000000000018 -0.083779999999999979 0.080860000000000015 0.10339500000000001 -0.064869999999999983 -1.0000000180025095e-35 -0.086004999999999984 0.087895000000000015 0.085080000000000003 0.11223000000000001 -0.17307499999999998 -0.51381999999999983 -1.0000000180025095e-35 0.15480500000000005 0.3935300000000001 0.092145000000000019 0.089710000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 5 6 8 -8 -4 -5 -9 12 -12 -13 -14 16 20 -17 -18 -2 21 22 23 -16 -25 -26 27 28 29 -27
right_child=2 -3 3 9 -6 -7 7 10 -10 -11 11 13 14 -15 15 17 18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0026450928818181818 0.0039617415624310041 0.0027706963064409213 -0.0038313391801506518 -0.0038328363381737529 -0.0027098388343613803 -0.003760233558032042 0.0035568938256400574 -0.0037870525237829835 0.0028418517827474782 0.0018399015778437352 0.0037040716739897167 -0.0030847974639065471 -0.0032366306286568201 0.0017580538964773946 0.0021325662773556027 -0.001667750194577416 -0.0033873701268985527 0.0021485787157547237 0.0027770901184438171 -0.0031646470183475102 -0.0029676890403289823 0.0034709532578387076 -0.0039719454803719533 -0.0041162346581860047 -0.0026947927822064061 -0.00026565234943353778 0.0039171337671225831 -0.0040638355803331062 -0.0027519130729524899 0.0013609397330156506
leaf_weight=1.197950550456883 0.083464745432138443 0.25469983648508776 0.51332444522996468 0.14714907750021655 0.63720114436000486 0.32198184041771938 0.37672735456727835 0.26133253271111456 0.1220143788959831 1.7299338940065343 0.42722294662964877 0.68198991588724389 0.31962556549117138 0.24285334270098247 0.89660470187665531 1.8198511019145374 0.12432055218960147 0.42050127271795545 1.6159651783236757 0.61636399549025256 0.33412247549858953 0.47573113918770182 0.23318744654534462 0.29830478824443574 0.630325763631851 3.3155585192724848 0.311156618350651 0.24216997227631498 0.40534226071031287 3.422189527831506
leaf_count=588 4 24 113 6 61 41 23 82 15 300 71 261 37 32 41 160 28 39 252 561 70 17 132 12 244 339 18 89 93 157
internal_value=0 -0.00169552 -3.74356e-05 4.09692e-05 -9.68119e-05 -3.3364e-06 6.58245e-05 0.000164418 -0.00254978 0.0013952 8.68589e-05 0.000149286 0.000267969 -0.00181312 0.000169214 0.000244056 0.000461719 -0.000951447 0.00233672 -0.00231472 0.000152857 0.000254771 9.79222e-05 0.000197594 -3.55309e-06 0.000143783 0.000376259 0.000227074 0.000372548 0.000560515
internal_weight=0 1.45265 21.0265 20.3267 18.4496 17.8124 17.4904 16.8551 0.635339 1.87708 16.4784 16.217 15.2922 0.924843 14.865 14.5453 12.305 2.24035 1.74029 0.699829 10.5647 10.2306 9.75484 9.52165 8.62505 8.32674 7.69642 7.38526 7.14309 6.73775
internal_count=3910 612 3298 2733 2427 2366 2325 2197 128 306 2174 2092 1799 293 1728 1691 1492 199 280 565 1212 1142 1125 993 952 940 696 678 589 496
is_linear=0
shrinkage=0.00387724


Tree=402
num_leaves=31
num_cat=0
split_feature=482 31 2 484 41 4 15 15 128 160 40 457 48 150 159 151 4 151 0 15 43 4 156 150 16 49 49 0 0 47
split_gain=0.223819 0.258452 0.218752 0.374849 0.337842 0.337866 0.309106 0.289075 0.40473 0.278323 0.42015 0.278621 0.303583 0.335097 0.272463 0.268561 0.303737 0.291962 0.527247 0.281859 0.326499 0.248015 0.23837 0.233272 0.224719 0.280931 0.248813 0.27092 0.272846 0.369938
threshold=0.099580000000000016 -1.0000000180025095e-35 0.10274500000000002 -0.0043499999999999988 0.080335000000000018 0.28937500000000005 -0.11739999999999999 -0.106555 0.086435000000000012 -0.096329999999999985 0.0034800000000000005 -0.0015249999999999997 0.095090000000000022 0.11315500000000002 0.087360000000000007 -0.10030999999999998 0.15927500000000003 0.056555000000000001 -0.23029999999999998 0.091600000000000015 -0.27619499999999997 -0.59419999999999995 0.090995000000000006 0.10139000000000002 -0.19424999999999998 0.0068800000000000016 -0.086904999999999996 -0.11991499999999998 -0.089879999999999974 0.094425000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 23 5 6 -5 -8 9 10 21 -11 13 15 22 -13 17 18 -17 24 -21 -9 -4 -3 -20 26 -26 -28 29 -29
right_child=-2 2 14 4 -6 -7 7 8 -10 11 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.003147398550652387 -0.0028504093241950132 -0.0030219240969923348 0.00020527815510779996 -0.0021164351864261582 -0.0024389881994562189 0.0031137847744208652 0.0018880936630967665 0.003288026975658141 -0.0031452451992392532 -0.0021989297607686834 0.0032127719683491063 -0.0025331674782813293 0.0022838773009392611 -0.0031448168776323599 0.0016987452369687666 0.0029685051117149673 0.0025828598511359368 -0.0023155730024564938 -0.0020644753989857399 0.0029272636762127631 -0.003134665544689236 -0.0031227561448131259 -0.0028687464491169083 0.002609109666503085 -0.002791910690071623 -0.0029508319305693422 0.0022368210547285372 -0.0025874423665439633 0.00068628394842262276 0.0017200025715926365
leaf_weight=0.23242087761173635 0.27683999657165159 0.66894261501875973 5.2793993934319579 0.7299787404335828 0.60945461754454378 0.30105870662373568 0.67808572275680745 0.061928961426019669 0.41657953286630878 0.48073281999676787 0.13862950878683478 0.33487579168285542 0.61439483586582433 0.29848372016567815 1.1679430068179497 0.62350429408251695 0.50322672189213324 0.43710221021319728 0.38523686397820167 0.10201669500384014 0.46733515374944534 0.69677835254697029 0.24894706190389104 0.077351158950477839 0.20950181782245181 0.23263963970384782 0.82611966610419951 0.59317089372779541 3.7638666175262312 0.27503808680921793
leaf_count=111 133 453 676 141 99 69 31 1 182 79 4 59 36 19 207 9 18 26 12 6 210 292 95 5 20 87 42 50 728 10
internal_value=0 -7.23139e-05 -0.000107575 -0.000319193 -0.000204426 -0.000101022 -0.000176228 -5.9556e-05 -0.000174786 -6.27465e-05 -0.00170155 8.21751e-05 0.000195618 5.3882e-05 0.000351481 0.000162952 0.000270196 0.00012317 0.00026571 1.9872e-05 -0.00204849 -0.00259948 6.68517e-05 -0.00243828 0.000207225 0.000355546 0.000491262 0.00061728 0.000328438 -0.0012229
internal_weight=0 21.4547 21.2223 14.526 13.7797 13.1703 12.8692 12.1392 11.4612 11.0446 0.897337 10.1472 9.66651 9.05212 6.69629 8.75363 8.41876 7.91553 7.47843 6.85493 0.569352 0.758707 5.52835 0.746294 6.28557 5.90034 5.6677 5.4582 4.63208 0.868209
internal_count=3910 3777 3666 2688 2230 2131 2062 1921 1890 1708 297 1411 1332 1296 978 1277 1218 1200 1174 1165 216 293 771 458 949 937 850 830 788 60
is_linear=0
shrinkage=0.00306994


Tree=403
num_leaves=31
num_cat=0
split_feature=39 3 1 51 457 484 3 3 15 43 2 42 16 16 1375 1 49 0 48 4 43 160 48 49 47 0 122 0 124 2
split_gain=1.26827 1.12123 0.853871 0.92121 0.778955 0.80844 0.694686 0.76317 0.720296 0.638058 0.612867 0.568805 0.555931 0.772762 0.537813 0.685798 0.569624 0.557986 0.534857 0.558128 0.873508 0.518277 0.506374 0.519664 0.499541 0.603577 0.497775 0.475264 0.469191 0.465359
threshold=0.005105000000000001 0.31335500000000011 0.088010000000000019 -0.40274499999999996 0.081330000000000013 -1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 0.079360000000000014 -0.074254999999999988 0.12001500000000002 0.091590000000000019 -0.083144999999999983 -0.084184999999999996 -0.43271999999999994 0.088385000000000005 -0.075429999999999983 -0.089879999999999974 0.11930500000000001 -0.48072499999999996 -0.46376499999999993 -0.082969999999999988 0.084500000000000006 0.10581000000000002 0.096475000000000019 -0.22851499999999997 0.089350000000000013 0.12007500000000002 -0.087894999999999987 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 27 -4 5 -1 8 12 18 21 -10 22 13 29 -6 16 17 -16 19 20 -7 -9 24 -24 25 -11 28 -2 -5 -8
right_child=2 -3 3 26 14 6 7 9 10 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011904132955404371 -0.0011189372191062869 0.0012846450585972313 -0.0015304019632859866 0.0001831379044146949 -0.00058866765994812313 0.0011979871457605451 -0.0013233080472877053 -0.0011596112530402492 -0.001152925547871 0.0011922697482696463 0.0012555103476158979 -0.0013083600780665267 -0.0012276136486579165 0.0012192902161737361 -0.00051833942383098424 0.00097588809515149286 -0.0011631528420805765 0.0011413212263202061 -0.0012441254353433213 0.00074721208017670276 -0.0015656675796133629 0.00072624792845463627 -0.0011148728739103744 0.00018601187817087877 -0.0012660429117725062 -0.00011842551450840854 -0.00065808385897668184 0.00069696310420364711 0.0013683851812142057 -0.00023244462725632042
leaf_weight=2.3809868103708167 0.93270257476251461 0.96853812830522557 0.33877028059214342 0.90587842650711525 1.4612304604379458 0.39522442035377026 1.4011462818016305 0.35819574201013926 1.3340184407425111 0.82725808164104542 0.26383494958281506 1.2369144457043137 3.5600630090921195 0.50995843682904141 0.81182280625216663 2.3158544164616615 0.75503727630712036 0.88023974862880983 0.40190960641484696 3.7316071176901491 0.60099698149133418 2.0010302814189354 2.338592388608959 0.88149279914796341 0.67624107981100667 6.3925844875629965 0.36992143001407374 0.44328529201447964 3.0095544366631661 1.9498182188253848
leaf_count=561 77 123 10 53 19 6 256 78 118 25 5 253 772 25 30 91 76 21 19 165 74 74 93 27 24 308 12 14 293 208
internal_value=0 -0.000249183 0.000464584 0.000761709 -0.000288834 -0.00038176 -0.000315048 -0.00043855 9.12677e-05 -0.000248132 -0.000755249 -0.000379539 -0.00081606 -0.000436576 0.000177605 0.000412691 -0.0001203 0.000345044 0.000354948 0.000490884 -0.000469261 0.000439922 -0.000276187 -0.000758758 -7.93913e-05 3.17555e-05 0.000942907 -0.000533931 0.00109417 -0.00068857
internal_weight=0 38.4346 6.00011 4.62412 37.4661 31.2419 28.8609 22.1333 6.72759 14.7123 1.59785 12.3531 7.42099 3.86092 6.22418 4.76295 2.4471 1.69206 5.12974 4.72783 0.996221 2.35923 11.1162 3.22009 7.89608 7.21984 4.28535 1.37599 3.91543 3.35096
internal_count=3910 3451 459 368 3328 3091 2530 2143 387 882 123 730 1261 489 237 218 127 51 264 245 80 152 477 120 357 333 358 91 346 464
is_linear=0
shrinkage=0.00144388


Tree=404
num_leaves=31
num_cat=0
split_feature=39 51 3 48 50 52 158 4 1 42 1 483 48 2 12 15 0 1444 131 43 13 12 13 13 1 50 1 403 12 10
split_gain=0.221918 0.299542 0.265214 0.292081 0.362216 0.285873 0.285623 0.309727 0.262888 0.262701 0.290119 0.292626 0.265527 0.361635 0.320418 0.261157 0.241366 0.223374 0.2097 0.268404 0.249638 0.243091 0.233592 0.288435 0.265183 0.22492 0.254459 0.256316 0.252704 0.240761
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.12649500000000002 0.10625000000000001 0.024145000000000003 0.084965000000000027 0.28937500000000005 0.088010000000000019 -0.11145999999999999 0.10420500000000001 0.083960000000000021 -0.086624999999999994 0.10457000000000001 0.097345000000000015 -0.46673499999999996 0.12007500000000002 -0.10662999999999999 0.08844500000000001 -0.17307499999999998 -0.098524999999999988 0.10058500000000002 -0.084184999999999996 -0.083514999999999992 0.08844500000000001 0.086465000000000014 0.09112000000000002 0.10150000000000002 -0.0089849999999999982 -0.013164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 9 17 16 -1 11 18 -12 14 -14 -15 -3 -8 20 -20 -11 22 24 -24 -22 26 27 28 -25 -28
right_child=1 8 -4 5 -6 -7 7 -9 -10 10 12 -13 13 15 -16 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0021382386662034398 -0.0029698112010242191 -0.0020562666937843001 0.0022134617673125619 -0.0028987610724726634 -0.0022980811378292862 0.00027131810328993183 0.0030544609409698538 0.0029360784281188645 0.0015199800848436484 0.00097213329565264898 -0.0016372273154041672 -0.0029247624064139147 -0.0012853641687080777 -0.0012803219802580575 0.0013017708431426686 0.0026034208159634057 0.0015484727657138742 -0.0028472967798014578 0.0022240960795805978 -0.0029372106520980188 -0.0023967593809426724 -0.0026204416418522491 0.0022903497878293882 -0.0029370841215368318 0.0016254489765223155 -0.0030106391448062927 0.0013193281044474115 -0.0029809626488972374 0.00051263820338542259 -0.0015201736483022674
leaf_weight=0.46631135312055683 0.17456089348706916 0.39155842689797227 0.37000083731254463 0.65827818133402505 0.64347081969026376 0.37211582373129204 0.058166063856333494 0.10437061364063993 1.7950912228552622 1.8775926280795907 0.33263812505174462 0.30851569204242046 0.72026916863978774 0.16366976359859142 0.89991144003579393 1.2480662126909003 0.2571956692263484 0.68192459789133941 0.10600658017210662 0.40936135883384928 0.65554660453927383 0.32989548316982187 0.45530730352039039 0.18340557534248159 0.17316889429639559 0.21245992528565683 0.30617484205868084 0.19372056506108482 5.4722400321188314 1.3492830459581453
leaf_count=148 20 67 123 62 351 26 2 18 358 109 19 213 66 13 60 155 14 290 6 263 355 178 28 21 26 91 5 49 654 120
internal_value=0 0.000688664 -0.000209772 -0.000258548 -0.000169747 -0.00175392 -8.77795e-05 -0.00172599 0.000949984 -5.72677e-07 6.41674e-05 -0.000145666 0.000814597 0.00108359 0.000151631 0.00215316 -0.000627184 -0.00238346 -7.25359e-05 -0.00187558 1.03659e-05 -0.000183158 -9.38318e-05 5.44627e-05 -0.00155628 -7.7451e-05 5.58687e-06 0.000288771 0.000400768 -0.000995011
internal_weight=0 2.61841 18.7519 18.3819 17.3515 1.03039 16.708 0.844461 2.44385 15.8635 15.3972 12.0327 3.36455 3.03192 1.62018 1.41174 0.648754 0.740091 11.7242 0.515368 11.2088 9.3312 9.00131 8.17259 0.828715 7.71728 7.50482 5.84937 5.65565 1.65546
internal_count=3910 459 3451 3328 3240 88 2889 310 439 2579 2431 2118 313 294 126 168 81 292 1905 269 1636 1527 1349 968 381 940 849 724 675 125
is_linear=0
shrinkage=0.00289085


Tree=405
num_leaves=31
num_cat=0
split_feature=12 43 484 42 1 160 13 3 38 16 3 42 157 47 158 14 403 0 52 52 474 4 0 151 16 1 0 13 16 42
split_gain=2.02222 1.16126 1.12995 1.09488 1.20881 0.870456 0.858462 0.822829 1.01386 0.847553 0.922552 0.80682 0.74954 0.747841 0.691313 0.682605 0.670553 0.641777 0.749043 0.568377 0.547232 0.671482 0.94114 0.583249 0.546837 0.703288 0.5404 0.528787 0.521587 0.516976
threshold=0.051320000000000005 -0.044024999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 -0.096329999999999985 0.18622000000000002 0.24227500000000002 0.13790500000000003 0.10994000000000002 -0.016619999999999996 0.09901500000000002 -0.082104999999999984 0.096300000000000011 0.085110000000000005 0.082845000000000016 0.092300000000000007 -0.070894999999999986 -0.42035499999999998 -0.11051499999999999 0.084655000000000022 0.0057500000000000008 -0.17106499999999999 0.056555000000000001 -0.094359999999999986 0.093000000000000013 -0.10209999999999998 -0.028919999999999998 0.22945500000000005 -0.088669999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 29 5 16 15 9 -9 10 -3 12 -7 20 17 -1 -5 19 -19 -14 21 23 -23 24 -12 -26 -24 -20 -8 -4
right_child=2 7 3 4 -6 11 28 8 -10 -11 13 -13 14 -15 -16 -17 -18 18 27 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0009272786472203637 -0.0011654675045417054 0.0009759519787342645 -0.00045067170306233137 -0.001238445739453818 0.0010569937720974283 -0.0010542754565546935 -0.00077946550879682836 0.00090062120877940619 -0.0013111352130886467 -0.00083120502955916632 0.00023258131376719559 -0.00078617330270096221 -0.00079929959409871906 -0.0008249925666518553 -0.0011300645775157887 -0.0009359850149367109 0.0010243885482359699 -0.00077523910941199492 0.00030752087988252918 4.7897321633430771e-05 0.00084240216096444134 0.00064582402745666989 -0.00087004210197245101 -0.00134071314184775 -0.0012557722871655566 0.00044222275311092397 0.00037478323574678028 0.0012292587289454615 0.00051061953037103835 -0.0011740001705063219
leaf_weight=4.6147708559874472 2.355410834192301 1.2242447149474234 3.6787876115413383 1.7589569112751728 1.1567059878725547 0.99015956558288287 0.96782313706353285 2.2181373178027566 0.35625348240137089 2.2953427894972256 1.8459073822014034 2.4367842288920647 1.392022856045523 1.9427613196894515 0.70825447374954897 0.31081363558769215 0.21799140330404032 0.60583777946885664 2.2736970098922034 7.4487318890169263 1.0229372561443586 2.9971036578062948 1.3740570002701136 0.86358305439352978 1.1589097632095198 0.52489809691905986 0.82758295279927274 1.5503389369696083 0.89189337054267526 2.4301357261138099
leaf_count=313 530 50 344 296 63 153 42 151 6 124 24 288 96 58 50 9 5 89 44 393 32 75 41 12 57 12 26 26 19 482
internal_value=0 0.000112605 -0.000357507 -0.000286093 -0.000151562 -0.000223685 0.000543719 -4.42292e-05 0.00059455 -0.000146514 -3.24812e-05 -0.000136769 -3.10531e-05 -0.000130793 4.14243e-05 0.000809703 -0.000988931 0.000103947 0.000482025 -8.54982e-05 -3.73958e-06 -9.39758e-05 0.000202025 -0.000444244 -0.000224914 -0.000726452 -0.00040212 0.000681211 -0.000160759 -0.000738412
internal_weight=0 25.437 29.0038 26.6484 20.5395 19.3828 6.7853 18.6517 2.57439 16.0773 13.782 17.4058 14.969 12.5577 13.9789 4.92558 1.97695 13.2706 4.42987 8.84075 10.615 9.59204 5.19874 4.3933 3.52972 1.68381 2.20164 3.82404 1.85972 6.10892
internal_count=3910 1051 2859 2329 1503 1440 383 668 157 511 387 1139 851 337 698 322 301 648 159 489 279 247 142 105 93 69 67 70 61 826
is_linear=0
shrinkage=0.00121699


Tree=406
num_leaves=31
num_cat=0
split_feature=14 31 1429 1 0 3 2 3 11 0 48 48 133 474 40 12 9 16 50 4 4 52 1212 403 42 47 4 51 3 51
split_gain=0.221649 0.232043 0.210081 0.231174 0.369253 0.404068 0.345437 0.49983 0.755222 0.336689 0.316656 0.407747 0.276485 0.310386 0.255111 0.304445 0.248718 0.327848 0.321727 0.245821 0.245583 0.2419 0.254773 0.267432 0.239891 0.272798 0.319066 0.227451 0.287334 0.28644
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.083604999999999985 1.0000000180025095e-35 0.082730000000000012 0.08184000000000001 -1.0000000180025095e-35 0.084500000000000006 -0.09386499999999999 0.084285000000000013 0.084795000000000023 0.028705000000000001 0.097345000000000015 0.091370000000000021 -0.088144999999999987 0.10030500000000002 0.0021050000000000005 0.28937500000000005 0.11401500000000002 1.0000000180025095e-35 0.095765000000000017 -0.10770999999999999 0.13206500000000002 0.08734500000000002 0.088715000000000002 0.094625000000000015 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 9 8 -8 14 11 -9 13 -7 15 16 17 18 -5 -14 -10 22 23 -6 -17 26 -26 -12 -29 -30
right_child=-2 2 3 6 21 12 7 10 20 -11 27 -13 19 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0032330893365259484 -0.0021283328748402169 -0.0023996773821544802 -0.0031940393061286525 -0.0018203904166374423 0.00068865909674182331 -0.0026821403038253359 0.0026845811063022163 -0.0021857196668610122 -0.0032080807362435122 0.0027599063954221494 -0.0014639115014215426 0.0019663367979619152 -0.0031937150635079209 0.0031956637499085624 0.0020255785299374426 -0.0033726773663956752 0.00026942053851479648 -0.0031354889895310713 0.0028245345014384824 0.00080942354986780199 0.00065581264352853154 -0.0020301748778510003 -0.0031782458648301516 -0.0028105194166689559 -0.00060121702852968992 -0.0029361846152973401 0.0029379660308945211 -0.0021059576392727713 0.0037453626639298255 0.00019689104433516619
leaf_weight=0.21069168424583651 0.5235857343650413 0.38235006087780732 0.83257115419110084 0.4936414945696016 3.8263738498717297 0.76794002859242949 2.0146401063830131 0.2860641176230273 0.31557040588813823 0.29722024442162176 1.397235840384383 1.2990945276396813 0.17507980996015238 0.10073197608289775 0.31232438544975583 0.15856566358706903 0.55012125277426083 1.1991608679527421 0.21098055585753173 1.1559210463456109 0.33734840038232505 0.48302335749031033 0.19670344426413056 0.22947914490941901 0.45469297294039257 0.17062604113016266 0.567767899192404 0.43555417621973935 0.26833315205294628 1.412097181251738
leaf_count=111 126 178 444 83 567 321 288 26 63 57 77 170 90 7 15 12 32 429 25 95 33 194 137 71 108 15 27 15 7 87
internal_value=0 -5.39539e-05 -8.80175e-05 -4.3711e-05 -0.000468122 -0.00132595 0.000226935 0.000626695 0.00173092 -0.000476222 4.89464e-05 0.00121704 -0.000618884 -0.00200054 -0.000709799 -0.000934293 -0.00159519 -0.00213399 -0.00042959 0.000282851 -0.00121169 8.11554e-05 0.000320969 0.000490676 0.000265551 0.000749085 0.00136408 -0.000478095 0.000172863 0.000763515
internal_weight=0 20.5419 20.3312 19.9489 7.76782 3.03224 12.181 7.76594 2.66756 4.4151 5.09838 1.58516 2.19967 0.868672 4.11788 3.80556 2.4539 1.90378 0.704622 1.331 0.652919 4.73558 4.25256 4.05585 1.35165 1.19309 1.02246 3.51322 2.11598 1.68043
internal_count=3910 3784 3673 3495 1926 957 1569 766 384 803 382 196 513 328 746 731 569 537 108 185 96 969 775 638 162 150 135 186 109 94
is_linear=0
shrinkage=0.00314835


Tree=407
num_leaves=31
num_cat=0
split_feature=156 1213 1365 15 403 158 1373 52 147 474 393 11 16 48 1 484 15 38 13 1132 1374 0 15 0 2 483 130 133 15 15
split_gain=0.208623 0.208338 0.209859 0.228578 0.2224 0.226077 0.212042 0.199984 0.281541 0.234304 0.210912 0.22197 0.262646 0.294336 0.213668 0.366471 0.315007 0.347873 0.341742 0.306184 0.269635 0.474066 0.263872 0.254758 0.533229 0.258302 0.258972 0.204903 0.250029 0.203943
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.46970499999999993 -0.084084999999999979 0.11034000000000001 0.11103 0.18936500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08184000000000001 -0.40374499999999997 0.11379500000000002 0.094695000000000015 -0.0043499999999999988 0.035895000000000003 0.13584500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 -0.096369999999999983 -0.23129999999999998 0.113945 0.089065000000000019 -0.086274999999999991 -0.031394999999999992 -0.09547499999999999 -0.14676499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 9 27 -6 -11 14 13 -13 15 -12 17 19 -18 -16 22 -22 -17 24 -21 26 -25 -9 -29 -23
right_child=1 2 -4 4 5 -7 -8 8 -10 10 11 12 -14 -15 16 20 18 -19 -20 23 21 29 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0033754362929509759 -0.0020080884072236258 0.0033067386890376607 -0.0023513768438230627 -0.0022141715728632057 -0.0031501760604248511 -0.0029122546968134485 -0.003238853069236769 0.0018810156190483048 0.0032156076794134206 -0.0033925799943333584 -0.0034164099988196767 0.0032762198983414038 -0.0027544601041302342 -0.0019392132018595176 -0.002673623587850536 0.00064593018161991905 0.002825884231036079 -0.0033839493125483798 -0.002039729013060796 0.0035619394926560272 0.0034284607085345725 -0.0034755905902135631 -0.0036760395035534991 -0.0015560222583515797 -0.0025229960123001366 -0.00068110971318809891 0.0027507487262247148 0.00049032871667403365 -0.0034102922800644695 0.00029297957028002932
leaf_weight=0.21822549447097372 0.60833590342372801 0.23920611795621027 0.42329124212846991 0.49893855975098134 0.22663036042652507 0.28457001732021936 0.21145428385352616 0.15098842508450605 0.14633528562262643 0.17373858104113793 0.31529186402624176 0.24057669448666275 0.55376923854055238 0.24861110234633088 0.18298414375749406 0.27943027764558792 0.21666062716394663 0.16644172382075328 0.65979525918373827 0.27088456542696793 0.55409178236734646 0.1654624842049327 0.37223464786077087 0.16759902879130217 0.40750305610708892 0.32132790095056396 2.685974213294684 0.25590029009617854 0.67662998259765939 8.3626885142437768
leaf_count=197 591 131 74 446 96 122 18 38 6 43 252 32 91 13 17 6 40 9 45 21 15 44 39 13 26 35 401 33 274 742
internal_value=0 -7.10173e-05 -1.04597e-05 4.15945e-05 4.20015e-08 6.04192e-05 0.000107382 0.00014713 -0.00116068 0.000244187 0.000291251 0.000330829 -0.00116904 0.000625674 0.000434231 0.000150228 0.000996133 0.00137841 -0.000836945 0.0015748 0.000265756 0.000415613 -0.0018228 0.00177654 -9.32419e-05 0.00217607 0.0024978 -0.00175172 -0.0023399 0.000219862
internal_weight=0 20.0673 19.459 19.0357 18.7965 18.2976 18.013 17.8016 1.22985 16.5717 16.3451 16.1713 1.04296 0.489188 15.1284 10.0492 5.07917 4.20271 0.876456 4.03627 9.73391 9.08224 0.651665 3.85329 0.678388 3.1749 2.85357 1.08352 0.93253 8.52815
internal_count=3910 3713 3122 3048 2917 2471 2349 2331 351 1980 1884 1841 136 45 1705 1098 607 522 85 513 846 801 45 496 47 449 414 345 307 786
is_linear=0
shrinkage=0.00336138


Tree=408
num_leaves=31
num_cat=0
split_feature=14 376 1 375 4 43 3 13 52 133 160 403 133 2 2 52 12 16 132 3 49 128 2 3 49 15 150 4 16 14
split_gain=0.189435 0.211564 0.302249 0.255045 0.220066 0.52453 0.395217 0.25743 0.387285 0.306615 0.304927 0.320575 0.296254 0.233693 0.235875 0.209121 0.380965 0.355039 0.306756 0.293226 0.598457 0.417915 0.254856 0.328378 0.237043 0.359398 0.260763 0.240778 0.405817 0.203726
threshold=0.078275000000000025 0.048375000000000008 0.17169000000000004 0.090515000000000012 -0.49837999999999999 -0.46376499999999993 -0.16059999999999997 -0.091849999999999987 0.11588000000000002 -0.10870499999999998 -0.40446999999999994 -1.0000000180025095e-35 -0.26719999999999994 0.097940000000000013 0.11934000000000002 0.071660000000000015 0.091735000000000025 -0.19424999999999998 0.082150000000000015 -0.075679999999999983 -0.082084999999999977 0.11581500000000002 0.11230000000000001 0.11265500000000002 -0.07107999999999999 -0.095799999999999982 0.087235000000000021 0.0051950000000000008 -0.008734999999999998 -0.46795499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 29 8 12 -9 -11 -12 -8 -14 -15 18 17 -17 19 20 -13 -22 24 -24 26 -26 -21 28 -27 -6
right_child=-2 2 -4 -5 6 -7 7 9 -10 10 11 15 13 14 -16 16 -18 -19 -20 22 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0019884494264121233 -0.0019231003812406749 0.0022387060239125126 -0.0030560086027732955 -0.0023014246323488871 -0.0014977218540163598 -0.0029861212488608061 -0.0029840617706962235 -0.0027192562486049467 -0.0017274663717267399 -0.002963449397979644 -0.0021784700296933949 0.00093127343729909932 0.00037831252297821185 0.0028931275061575288 0.00030409976830047809 -0.001121043298486907 -0.0027052732000612408 0.00174797596050239 0.0015358190676656649 0.00062498491313683858 -0.0027409492187563779 0.0029682452774037679 0.00067019816224829802 -0.002480455706379143 -0.00040504742899712646 -0.0030371366759691957 -0.0025760562763082282 0.0024623276949600598 0.0014948283551016917 0.0024653161336924984
leaf_weight=0.25664424896240234 0.4718282144604008 0.90643965500930679 0.12906613387167443 0.12057981267571449 0.13121554628014565 0.62945187118021806 0.15719587187049988 0.45261905990629259 0.5521354317315853 0.34869998360227938 0.65244124550372973 0.70292982964020323 1.5751060358889071 0.91395072371233232 0.45252308034105226 0.4776946720667189 0.25201493979693612 1.6608615125442148 0.73739629515330296 0.40115987695753519 1.4799415539382623 0.11915823791059654 0.45980395513470262 0.7464129509171471 1.6967083447088951 0.22623305757588208 0.48173769772984087 0.9807013671961613 0.68306492436381128 0.74516188478447531
leaf_count=7 120 184 4 10 11 149 43 274 94 237 729 46 200 65 92 32 143 118 124 24 654 6 102 54 91 27 26 73 58 113
internal_value=0 -4.20253e-05 0.00117406 0.00170566 -0.000120249 -0.00154531 -4.63472e-05 -0.000150055 0.000535426 -0.000349316 -0.000260715 -0.000180564 0.000938625 0.00114825 0.00203574 -6.31912e-05 0.000705212 0.00110712 -0.000273962 -0.000441241 -0.00132411 -0.00231552 -8.3164e-05 -0.00127944 0.000239677 0.000574768 -0.00112161 0.00145438 0.000367277 0.00187195
internal_weight=0 19.129 1.15609 1.02702 17.973 0.886096 17.0869 16.2105 3.65091 12.5596 12.107 11.7583 3.09878 2.94158 1.36647 11.1058 2.39057 2.13856 8.71525 7.97785 2.30203 1.5991 5.67582 1.20622 4.46961 3.58671 0.882898 1.89 0.909298 0.876377
internal_count=3910 3790 198 194 3592 156 3436 3312 494 2818 2544 2307 400 357 157 1578 293 150 1285 1161 706 660 455 156 299 249 50 158 85 124
is_linear=0
shrinkage=0.00293276


Tree=409
num_leaves=31
num_cat=0
split_feature=4 403 11 1456 1213 453 480 129 156 52 0 133 4 43 42 160 48 1 15 15 4 457 1 48 16 159 2 3 0 15
split_gain=0.724709 0.718115 0.601019 0.628414 0.59982 0.541373 0.487806 0.499453 0.509897 0.449766 0.414473 0.656053 0.612888 0.619385 0.590577 0.591425 0.506472 0.60701 0.739242 0.623899 0.431693 0.402298 0.384585 0.573938 0.5362 0.398857 0.37897 0.508107 0.616383 0.388867
threshold=0.27020000000000005 -1.0000000180025095e-35 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 0.10691500000000002 -0.040174999999999995 -0.017269999999999997 -0.26719999999999994 -0.49837999999999999 -0.17307499999999998 -0.11403999999999999 -0.40446999999999994 -0.09386499999999999 0.099595000000000017 -0.008624999999999999 -0.029114999999999999 -0.013199999999999998 -0.066264999999999991 0.12058000000000001 0.11930500000000001 -0.53943499999999989 -0.11345499999999999 0.083585000000000007 -0.084129999999999996 -0.077944999999999987 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -5 22 7 -6 10 -1 11 -9 13 -12 -13 -16 -17 18 19 20 -18 -22 23 24 -2 -24 -20 28 29 -28
right_child=5 2 -4 4 6 -7 -8 8 -10 -11 12 14 -14 -15 15 16 17 -19 26 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00017169536471578007 0.001530625773566655 -0.0011360671159351874 -0.0012093056707033294 -0.0014935494580598555 -0.0015349225494581218 -0.001010997139338238 -0.001497513681154049 -0.001518478981299776 -0.0013641741816645754 -0.0014218864386756568 0.0010492150750682073 -0.0010634730678529879 0.00089227794235933479 -0.00090000655385548975 -0.0013910243690989236 -0.0013376363117775152 -0.0013945951602368121 0.00059490689983122166 -0.00016991850032239411 -0.001529792215479158 -0.0015377331110001072 6.0185680460382716e-05 -0.0012692523686032029 -0.0015520100239848967 0.00010605718627207974 0.001510344853979492 0.00029362053697543821 0.00099773420899070681 0.001177466509365419 -0.0015372618268044297
leaf_weight=1.0256967985187659 0.80285815102979619 1.2364403170940992 1.1184325970243651 0.62382343562786502 0.45601362106391974 0.5392566961236297 0.48455567605560546 0.62759681959871727 0.5641601393581358 1.6541327845188778 0.5367000252008437 1.0491013533319513 2.8143070029327388 1.0812048468505961 0.58445903827671131 0.50786780309865776 0.5755591279594493 5.1796044992515808 2.0080825439653429 0.84551013872260217 0.37123476108539488 5.2335854892152964 0.12572090607136477 0.33465062454342831 2.1065951307537025 1.1761279140482654 0.45420867775101192 2.7410554288653657 0.5770088240969925 0.58260356890968978
leaf_count=109 64 317 154 239 43 23 190 137 93 785 5 87 110 63 115 22 75 256 105 156 36 194 6 12 136 231 21 74 17 35
internal_value=0 -0.000207448 -0.000142259 -0.000101297 -5.54364e-05 0.000394185 -2.25437e-05 4.13446e-06 3.07857e-05 -0.00094338 6.13248e-05 -2.44099e-05 0.000474067 -0.0002534 2.08667e-05 7.87271e-05 0.000123757 0.000163728 -3.07765e-06 -0.000334762 -0.000171275 -4.56523e-05 0.000560873 0.000287572 0.000499164 0.00124192 0.000363163 0.000608973 -5.1332e-05 -0.000735185
internal_weight=0 32.9329 30.2531 29.1347 27.8982 5.08521 27.2744 26.7899 26.3339 2.67983 25.7697 21.3375 4.43221 1.6179 20.7099 19.6608 19.0763 18.5685 13.3888 7.02589 6.18038 5.60482 4.54595 3.2441 2.90945 1.30185 6.36296 4.35488 1.61382 1.03681
internal_count=3910 3438 2544 2390 2073 472 1834 1644 1601 894 1508 1330 178 68 1193 1106 991 969 713 461 305 230 449 212 200 237 252 147 73 56
is_linear=0
shrinkage=0.00148328


Tree=410
num_leaves=31
num_cat=0
split_feature=123 133 130 1456 15 158 483 1348 13 13 156 15 403 132 403 1365 42 52 13 452 394 1374 50 15 34 12 1374 39 52 51
split_gain=1.17528 0.855679 0.811416 0.818956 0.807231 0.698683 0.637416 0.596863 0.597686 0.860146 0.838013 0.607408 0.590182 0.627086 0.600939 0.517783 0.507033 0.567405 0.502119 0.494701 0.463046 0.453595 0.450249 0.556985 0.457673 0.437464 0.443032 0.514145 0.642784 0.61831
threshold=1.0000000180025095e-35 -0.0023199999999999996 1.0000000180025095e-35 0.075285000000000005 -0.26361999999999991 0.085745000000000002 0.08833000000000002 0.090050000000000005 -0.094679999999999986 -0.084184999999999996 0.091280000000000014 -0.19153499999999998 -1.0000000180025095e-35 0.080815000000000012 0.10150000000000002 0.084525000000000017 0.092145000000000019 0.11588000000000002 0.26857000000000003 0.085195000000000007 -0.50967499999999988 0.087855000000000016 0.086815000000000017 -0.074174999999999977 -1.0000000180025095e-35 -0.036459999999999992 -0.094679999999999986 0.005105000000000001 -0.092854999999999979 -0.15140499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 11 -10 12 -6 -11 14 15 21 17 -13 -3 -7 -4 22 24 -24 -14 -26 -27 28 29 -28
right_child=1 18 20 -5 5 19 -8 -9 9 10 -12 16 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.00060687432680162393 -0.00069332868780262833 0.00084943204956687633 0.00054643107520992824 -0.0010287580446944574 -0.00075768066357188651 -0.0010595000049246667 -0.00090674279493608916 0.00099254712088637023 -0.00089503511798637021 -0.00073584200464355204 -0.00099231827708435943 0.00061522353825808592 -0.00086859874429469016 0.00065960368259780698 -0.0011411176339202382 -0.0011501499800111543 -0.00049591064803034414 -0.00047410709438498711 -0.00088583442187279489 0.00067128438110257199 -0.0010265098885176107 -0.00087624584782309103 0.00035849481995516144 -0.0011308779221317331 -0.00099140158409947868 -0.00033509107128798635 0.00061430110876519524 0.0012334281780884732 0.00032490585637954985 -0.000814258935924554
leaf_weight=1.9699988119537 0.6038500674767423 2.9296276891836892 0.25819570582825679 1.1142790401354421 0.67511485947761674 1.4002594487974409 1.0777874042396423 0.64633962349034746 1.7389779388904596 1.3686914721620471 1.1770856821094628 4.281492199515923 0.54794494924138248 1.6271438536932681 0.58767161698778991 0.46770460950210591 0.75329712487291534 0.6630641976953483 0.2149161910638212 0.23100576549768437 1.7334839957184147 0.65148669434711415 0.4861074851360172 0.7939061256474822 0.38976480090060484 1.7040778929367846 0.51345598977059115 0.62087879143655378 9.1589219920569338 1.248132556153007
leaf_count=180 43 284 14 267 28 231 179 38 363 436 194 172 33 87 86 23 77 32 7 4 470 28 51 89 14 28 24 21 301 106
internal_value=0 0.000501408 -0.000141812 -0.000104038 -7.44117e-05 -0.000115318 -7.8742e-05 -4.90951e-05 -7.19522e-05 -0.000153972 -9.35916e-05 0.00022511 -4.11328e-05 9.45152e-06 -5.21611e-05 -1.3569e-05 0.000341557 0.000469144 0.000730834 -0.000814401 -0.000822598 1.94186e-05 5.71543e-05 -0.000565263 0.000113327 0.000152786 0.000186455 0.000263461 0.000208315 -0.000397872
internal_weight=0 3.74839 37.8863 35.8946 34.7803 32.8103 31.179 30.1013 29.4549 23.082 21.343 6.37297 20.1659 18.7972 17.1701 16.5824 5.69785 4.94456 3.14454 1.63127 1.99168 16.1147 15.4632 1.28001 14.1832 13.6352 13.2455 11.5414 10.9205 1.76159
internal_count=3910 334 3576 3092 2825 2645 2410 2231 2193 1884 1521 309 1327 891 804 718 281 204 291 235 484 695 667 140 527 494 480 452 431 130
is_linear=0
shrinkage=0.00109578


Tree=411
num_leaves=31
num_cat=0
split_feature=1 150 1373 0 4 39 3 130 1374 3 15 43 15 131 52 51 1186 403 483 16 16 51 1 48 16 4 42 43 4 1
split_gain=0.963981 0.951523 0.990352 0.890289 0.844271 0.678327 0.649408 0.639639 0.591651 0.572089 0.661297 0.582165 0.619233 0.55749 0.549132 0.578035 0.503346 0.502795 0.492553 0.507861 0.618456 0.503598 0.526602 0.582436 0.476202 0.645387 0.475496 0.879918 0.774215 0.448686
threshold=0.085990000000000011 0.075065000000000007 0.10700000000000003 -0.076734999999999984 0.51224500000000017 0.005105000000000001 0.31335500000000011 -1.0000000180025095e-35 -0.094679999999999986 -0.084129999999999996 -1.0000000180025095e-35 -0.083094999999999988 1.0000000180025095e-35 0.092255000000000018 0.11401500000000002 -0.097124999999999989 0.088565000000000019 0.092300000000000007 0.086680000000000021 0.050115000000000007 0.67964000000000013 -0.056469999999999992 0.14000500000000002 0.11930500000000001 -0.15168999999999996 -0.084009999999999987 0.093535000000000021 -0.24333999999999997 -0.51381999999999983 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 9 5 6 18 -5 -3 29 -11 -12 -13 -10 15 -9 -14 -16 19 21 -21 -2 23 24 -23 -26 28 -28 -17 -1
right_child=1 2 -4 7 -6 -7 -8 14 13 10 11 12 16 -15 17 26 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0013881108558685812 0.00097213795670362407 -9.1386143802451143e-05 -0.0015651484774416194 -0.0015815628561722118 0.0014215396639773764 0.00048804601792357995 0.0012307621771286414 -0.0012561291998859903 0.0012023645243689376 -0.00086035739704775206 0.0012320521240667349 0.0013160648685670256 -0.00097231565988056769 -0.0010273875964547563 -0.0014619313171389326 -0.0011410577689655549 0.001341199882273195 0.0012708661891511841 -0.001611892468507097 -0.001116775964584552 0.0013003218989477848 0.00027970813687817062 0.0014954844627431082 -0.0015129928791601916 0.0008767553357317446 -0.00081121054092601571 0.0011797781523105193 -0.0014341751760206885 0.0010279731655643987 -1.190307850720138e-05
leaf_weight=3.5596359655028218 0.90089217619970696 1.5495329848490653 0.50522273825481523 0.59017777605913568 0.84980645007453759 2.9647461144486433 0.63156015356071371 0.52612061757827167 4.1924828692572182 4.0640767856966713 0.85248367110034484 0.49487622687593136 1.8126236440148207 0.30574276694096614 0.84525390877388396 0.47450873942580019 0.27528918185271312 0.21451787237310782 0.83129279868444506 2.9209854177897792 0.29630858032032836 2.9827422886155555 0.40499926405027586 0.9912036780733614 0.68249971530167464 3.6767769817961362 0.56792232266161591 0.77234696445520945 3.5247174442047253 0.72461217339150596
leaf_count=734 36 28 15 21 156 164 49 120 280 515 23 12 303 28 113 26 7 10 87 274 11 79 12 40 52 390 5 98 144 78
internal_value=0 5.84022e-05 0.000579037 -0.000417175 -0.000129739 -0.000206011 -0.000349712 1.15568e-05 0.00075816 -0.00069062 -0.000425129 8.97655e-05 -0.000287261 0.00105081 0.000147322 0.00033813 -0.000667281 -0.000908761 -0.000422637 -0.00034574 -0.000894164 -0.000162689 -0.000279688 -0.000365962 -0.000211108 -0.000546938 0.000495218 -0.000326545 0.000770617 -0.00115535
internal_weight=0 24.6868 6.55298 19.2992 18.1338 17.284 14.3193 7.51557 6.04776 11.7836 7.49935 3.43527 2.58279 4.49823 6.92539 5.86562 2.08791 1.05977 13.6877 12.8564 3.21729 9.63911 8.73822 8.33322 7.34202 4.35928 5.3395 1.34027 3.99923 4.28425
internal_count=3910 1701 351 2209 1350 1194 1030 537 336 1672 860 345 322 308 516 393 310 123 981 894 285 609 573 561 521 442 273 103 170 812
is_linear=0
shrinkage=0.00159416


Tree=412
num_leaves=31
num_cat=0
split_feature=4 12 151 15 3 49 147 158 3 15 160 403 0 0 43 12 3 130 15 14 4 4 1456 39 157 11 50 47 16 447
split_gain=1.36351 1.01764 0.996912 0.849032 0.79777 0.896063 0.585319 0.537716 0.553641 0.593967 0.533988 0.566274 0.605499 0.578969 0.667911 0.616863 0.998561 0.534071 0.53784 0.533122 0.728551 0.73419 0.741006 0.580654 0.540874 0.530345 0.515964 0.535076 0.496418 0.483779
threshold=0.28937500000000005 0.084100000000000022 -0.27336999999999995 0.085450000000000012 0.10666500000000002 -0.22390499999999999 0.088565000000000019 0.084965000000000027 -0.10315499999999998 0.084785000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053834999999999994 -0.07773999999999999 -0.013049999999999997 0.092255000000000018 -0.078884999999999997 -0.45984999999999993 -0.089024999999999979 0.077685000000000018 -0.0025899999999999994 -0.44477499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080619999999999983 0.08184000000000001 0.11901000000000002 0.096475000000000019 -0.53943499999999989 0.095075000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -3 19 8 9 25 -10 -12 13 15 -15 16 17 -13 -19 20 21 -1 -23 -22 -25 -7 27 -4 -29 -27
right_child=2 4 26 -5 -6 7 -8 -9 10 -11 11 12 -14 14 -16 -17 -18 18 -20 -21 23 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=-0.00043367468259071089 -0.0012085242182251126 0.00046854651694569959 0.0011123457856822996 -0.0009478234885728021 0.00048616598950497627 0.00057767183317020533 0.0012912459656339588 -0.0013510533476484793 -0.0012569207119032305 -0.0011516325411102145 -0.0012082761272077028 0.0016672502528263969 -0.0013176148239526524 0.00069950143277958728 -0.0013311963600325851 -0.0013804823339087012 0.00085935045804964893 0.00030122527095279006 -0.0011018958812565121 -0.0012231993275893314 -0.0012034168136540798 -0.0013639898402826175 0.00068131900470958602 0.0012092431635820882 -0.00015234717723928325 -0.0013473459104533826 -0.00064838730825044117 0.00096799225199344432 -0.0007496156557274318 0.0014265505408357158
leaf_weight=1.5595240492839453 0.53088248381391157 1.5526039218530083 3.2269061047118148 1.4827107649180096 1.5857422102708358 2.0267791755031848 0.68156324699520965 1.4402364238048893 2.0351964618312222 0.66540046205045644 1.6873059382778599 0.16485859453678342 1.0189536345424057 1.7038410271052273 0.33830391312949437 1.031724708213005 1.0626924358075478 0.61760395043529825 2.0776842220220693 0.55980397528037329 0.85767902922816475 0.32530110888184083 6.0459701315266923 0.5446761220227917 7.6385804620222215 0.53260883374605317 0.45071270316839207 0.56209508003666997 0.61307003232650437 0.13794811815023422
leaf_count=98 20 42 348 137 31 83 32 245 566 78 602 1 86 116 84 130 46 30 270 32 34 27 346 15 251 100 18 17 23 2
internal_value=0 -0.000199344 0.000508975 1.27921e-05 -0.000411657 -0.000490342 9.09949e-05 -0.000580347 -0.000506841 -3.45855e-05 -0.000642132 -0.000513181 -0.000366862 -0.000228401 0.000363094 -0.0004722 -0.000233318 -0.0006393 -0.000780382 4.43334e-05 8.61424e-05 0.000378172 0.000576891 -0.000170028 -6.172e-05 0.000240977 0.000696865 0.000834601 7.19361e-05 -0.000776695
internal_weight=0 39.3753 5.38367 19.6958 19.6795 18.0937 18.2131 16.5411 15.1009 3.36274 11.7382 9.70297 8.01566 6.99671 2.04214 4.95456 3.92284 2.86015 2.69529 17.5315 16.9717 7.9308 6.37127 9.04094 8.18326 2.69734 4.85278 4.40207 1.17517 0.670557
internal_count=3910 3484 426 972 2512 2481 835 2439 2194 263 1931 1365 763 677 200 477 347 301 300 803 771 471 373 300 266 185 406 388 40 102
is_linear=0
shrinkage=0.00132011


Tree=413
num_leaves=31
num_cat=0
split_feature=1 12 40 51 0 4 43 42 52 50 47 151 2 4 3 457 51 2 3 1186 43 133 160 160 403 160 16 12 1212 48
split_gain=1.98547 1.25561 0.85157 0.883477 0.84122 0.875118 1.00285 0.957823 0.809793 0.7815 1.13745 0.710559 0.902035 0.701883 0.661858 0.640399 0.61553 0.505867 1.02356 0.496068 1.25882 0.618729 0.782094 0.703212 0.786987 0.632344 0.488134 0.492977 0.472946 0.454741
threshold=0.094385000000000011 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 -0.060094999999999989 -0.49837999999999999 -0.46376499999999993 0.092635000000000009 -0.42985499999999993 0.11515000000000002 0.13206500000000002 -0.40391999999999995 0.11542500000000001 -0.034289999999999994 0.084925000000000014 -0.070739999999999983 0.08955500000000001 0.10869000000000002 -0.115685 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -1.0000000180025095e-35 0.099550000000000013 -1.0000000180025095e-35 0.092810000000000017 -0.083144999999999983 0.087020000000000014 -0.5172699999999999 0.137325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 14 6 -6 17 -3 10 11 -10 13 -13 19 -15 -16 -7 -19 21 -21 28 -23 24 -24 26 27 -26 -1 -11
right_child=1 8 -4 -5 5 7 -8 -9 9 29 -12 12 -14 15 16 -17 -18 18 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00052789120414436065 -0.0011696423249063013 -0.0011335160560298394 -0.0011758258043486926 0.0008554849897232581 0.00071882537612308599 0.00077918065513043794 -0.00093171094904280906 -0.0008793342249939002 -0.0011119154058418259 -0.001161456965833009 -0.0011183769440949519 -0.00061097393362103878 0.00082496064964266433 -0.00077312675786654227 0.00019666173738446728 0.00037137682590301322 -0.00077497473412846602 0.0010166129652392658 -0.0011917416978991066 -0.0011488820613681351 0.0010881559462743965 -0.00094861683419215968 -0.0011268721025146033 -0.0011409086548581991 0.00065347382345337158 0.0011598390478079394 -0.00037903672013262901 -0.0002970592737909539 -0.0010299628373139592 0.00021676610329891409
leaf_weight=0.26091474026907224 0.28712292388081539 0.76912776753306467 0.31023705564439286 4.6571753747994107 0.62021670490503344 2.8699484996031965 1.8133422395912928 0.70954081916715939 0.47326169116422434 0.98278137558372758 0.84066573670134026 1.4436472589150025 2.9079759016167381 0.68530700728296778 3.5043790955096474 5.8804835166083649 1.0679900038521735 0.50835741497576237 0.54703856329433598 0.54055952827911713 0.75952307833358645 2.8485544024733924 0.95619347610045924 1.0547559840488236 1.5321226614760237 0.50787738524377335 4.1421421631239195 1.2388868319103492 3.9257627578335912 0.4329587034881115
leaf_count=26 10 143 8 384 9 67 90 75 18 89 31 99 176 22 72 201 31 10 44 57 11 606 354 166 33 7 273 34 750 14
internal_value=0 0.000156002 0.000624894 0.000737883 -0.000303865 3.30307e-05 -0.000511055 0.000318705 -1.49036e-05 4.81396e-05 0.000139361 0.000232186 0.000290452 9.63882e-05 -0.000410461 0.000251919 -3.0288e-05 0.000535261 -0.000128033 -0.000508298 0.000158021 -0.000560904 -0.000434091 -0.000278698 -0.00017014 -4.68653e-05 -0.000135516 0.000228501 -0.000932877 -0.000739972
internal_weight=0 19.6707 5.25454 4.9443 29.4081 7.06844 2.43356 4.63489 14.4162 13.6471 12.2313 11.3907 10.9174 8.00944 22.3397 6.56579 4.57237 3.92534 1.0554 17.7673 1.30008 16.4672 12.2805 9.43198 8.37722 7.42103 6.91315 2.77101 4.18668 1.41574
internal_count=3910 1195 402 394 2715 295 99 196 793 650 547 516 498 322 2420 223 103 121 54 2317 68 2249 1473 867 701 347 340 67 776 103
is_linear=0
shrinkage=0.00112046


Tree=414
num_leaves=31
num_cat=0
split_feature=12 484 42 1 42 0 160 52 14 43 13 16 475 0 394 1 42 393 132 4 52 151 150 43 43 13 0 2 44 13
split_gain=1.52563 1.02827 1.14124 0.975443 0.769493 0.951033 1.03342 0.92316 0.729708 0.844052 1.01784 0.945748 0.935169 0.71236 0.60883 0.595489 0.557301 0.790957 0.545941 0.520688 0.493678 0.723552 0.59587 0.690557 0.668073 0.546315 0.465888 0.462724 0.768144 0.509509
threshold=0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 0.09901500000000002 -0.070894999999999986 -1.0000000180025095e-35 -0.51745999999999992 0.073890000000000011 -0.044024999999999988 0.18622000000000002 0.10994000000000002 -0.050754999999999995 -0.029849999999999998 0.15288500000000002 0.077800000000000022 -0.088669999999999985 0.085075000000000012 0.12562500000000001 -0.51381999999999983 -0.090304999999999983 0.088225000000000012 0.082085000000000019 -0.072364999999999985 -0.08768999999999999 -0.094679999999999986 -0.11991499999999998 0.14073000000000005 0.085085000000000008 -0.15610499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 16 4 5 6 26 -7 9 10 -1 12 -11 15 -6 -14 17 18 -3 -9 21 -8 23 24 -22 -25 -4 28 29 -17
right_child=1 2 3 -5 14 7 20 19 -10 11 -12 -13 13 -15 -16 27 -18 -19 -20 -21 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011681977459697022 -0.0014618123680300665 -0.0011845664879271724 0.00034796434461985612 0.0013251146736912266 -0.0012979024320581981 -0.0015596329725409848 -0.0015046936729804308 -0.00058076241236142828 -0.0012200252516627581 0.0013222126158207068 -0.00029185881457524421 -0.0009588970837641961 -0.0016292060931763551 0.001493564333041982 0.0013579495300116975 0.0011386997045606093 -0.00150939393023989 0.00081680733236225796 0.0013777359857387137 0.00087911423103707983 -0.00056954215667917444 0.00074538817132434603 0.00095642500686373235 -0.0001302581165152244 0.0013598921073355004 -0.0015278263520756583 -0.0015431646925351138 0.0011172007546940159 -0.0015493209833823635 -7.6489078316777182e-05
leaf_weight=3.7271681559504968 2.0787582473130923 2.2446537882206039 0.36795973312109742 1.0233003722969432 2.1692504733800884 0.49708144355099637 1.1764057887485329 0.68832103954628099 0.9188339535612603 1.4760782772209573 1.6507951566018162 2.0921293157152823 0.56004124914762066 0.740646433783687 0.22862132871523488 0.91188836400396667 2.3734752983436982 0.79718110291287292 0.21865921420976508 3.9153783889487306 0.71735245105810452 0.48305348679423321 1.483496200526133 1.8553052676143198 1.0735078451689406 1.0492293280549128 2.0576685171690849 0.83197891467716623 0.79067943617701608 8.8556696863379312
leaf_count=313 530 316 20 63 318 123 114 13 42 57 58 126 49 50 4 63 482 16 12 95 28 9 38 73 19 208 378 64 27 202
internal_value=0 -0.000416689 -0.000327722 -0.000144464 -0.000229126 -0.000101848 -0.000373336 0.000444451 0.000131056 0.00018843 0.000720025 1.25966e-05 0.000156063 2.04285e-05 -0.00104468 -7.08726e-05 -0.000938779 -0.0005234 -0.00095712 0.000660841 -0.000100102 -0.000849715 0.000101221 -0.000168978 0.000587032 -0.000635113 -0.00125629 5.74846e-06 -8.18329e-05 3.69596e-05
internal_weight=0 26.4987 24.4199 18.7859 17.7626 15.3648 10.264 5.10078 22.5559 21.6371 5.37796 16.2591 14.167 12.6909 2.39787 11.9503 5.63397 3.26049 2.46331 4.6037 7.83835 1.65946 6.17889 4.69539 1.79086 2.90453 2.42563 11.3902 10.5582 9.76756
internal_count=3910 2859 2329 1503 1440 1118 887 231 1051 1009 371 638 512 455 322 405 826 344 328 108 489 123 366 328 47 281 398 356 292 265
is_linear=0
shrinkage=0.00154795


Tree=415
num_leaves=31
num_cat=0
split_feature=156 15 51 474 15 3 483 158 156 129 453 401 1211 1374 151 122 1 14 3 2 15 0 1374 52 3 3 4 47 3 39
split_gain=0.211375 0.240348 0.30736 0.307433 0.285042 0.291867 0.329074 0.255241 0.297404 0.277747 0.268708 0.254096 0.251161 0.254181 0.23915 0.222594 0.270711 0.276176 0.218365 0.254081 0.258146 0.400423 0.326601 0.318524 0.297303 0.32685 0.253676 0.251519 0.347764 0.423931
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 -1.0000000180025095e-35 -0.19153499999999998 0.31335500000000011 0.088030000000000011 0.084965000000000027 0.10477500000000002 0.093990000000000004 0.089075000000000015 0.10072000000000002 0.082530000000000006 0.09309000000000002 0.087190000000000017 0.10299000000000001 0.10420500000000001 0.077685000000000018 -0.11266 0.11339500000000001 0.088190000000000004 -0.10783 -0.094679999999999986 0.091715000000000005 -0.078669999999999976 -0.076539999999999983 0.0066400000000000009 0.09550500000000002 0.10666500000000002 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 8 9 10 11 12 13 15 -9 16 17 18 -6 20 21 22 -20 -22 -23 -26 -25 28 29 -27
right_child=1 4 -4 -5 5 -7 -8 14 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 23 24 -24 26 25 27 -28 -29 -30 -31
leaf_value=-0.0033140213744752831 -0.0036043326563105728 -0.0025504564670045288 -0.0014769928424457368 0.0027998409843800242 0.0011934020215659561 0.0033265032028466403 -0.0027373464597374741 -0.0023277653364738864 -0.0033377896630175483 -0.0028845977507363603 -0.0030982638560866451 -0.0033229243296458285 -0.0032049757752586395 -0.0028946100785247316 0.0031323912964693074 -0.0034158576084330375 0.0012080213509010574 -0.0033473056689845137 -0.00094387411643326693 -0.0025852950362498135 0.002249087168735499 -0.0016730738450361753 0.0014889797367965479 -0.0033337077169078634 0.0031817145529722379 -0.0026963416570936574 0.0021406934314515385 0.0024925520479283955 0.0015101397286800293 0.0010788447282477748
leaf_weight=0.22201700787991541 0.089878057828173041 0.53238562049228377 0.32763392728520557 0.89321392550482659 2.0735002901929187 0.26675327224074763 0.52078885004448139 0.83581970469822309 0.28336893774394312 0.33919506196980265 0.275740401877555 0.22155718279827752 0.22778235375881273 0.26908817759249437 0.097591712954454124 0.16993150440976101 3.3760456202726354 0.24107056396314952 0.82963268458843265 0.3933479092956994 1.1341005933354606 2.0344326879567434 2.1826873419922981 0.23809481525677245 0.31092305817583143 1.1084452653303238 0.15050474228337407 0.28489160764729593 0.52554777264595021 0.45791861374163989
leaf_count=197 3 99 22 283 131 66 245 301 160 135 32 166 183 38 8 8 295 56 16 72 189 688 106 184 19 122 6 15 12 53
internal_value=0 -7.62411e-05 0.00129165 0.00221435 -0.00016875 -0.000101478 -0.000150688 -7.6103e-05 1.54943e-05 7.19056e-05 0.000132664 0.000187558 0.000236144 0.000285816 -0.00175689 0.00034099 0.000382604 0.000149707 0.000221612 1.2815e-05 0.000123212 -0.000121346 0.00081894 0.00136543 -0.000721165 -6.31728e-07 -0.00121347 -0.000416932 -0.000813167 -0.00159268
internal_weight=0 20.6919 1.31073 0.983092 19.3811 18.8488 18.582 18.0612 17.1278 16.8444 16.5052 16.2295 16.0079 15.7802 0.933411 15.5111 15.3411 11.9651 11.724 9.65053 9.25718 7.73448 3.01232 1.5227 4.72216 2.68773 0.3886 2.3768 2.09191 1.56636
internal_count=3910 3713 308 286 3405 3306 3240 2995 2686 2526 2391 2359 2193 2010 309 1972 1964 1669 1613 1482 1410 1031 122 379 909 221 190 202 187 175
is_linear=0
shrinkage=0.00330062


Tree=416
num_leaves=31
num_cat=0
split_feature=31 1338 1348 1456 2 2 123 2 2 1 0 52 4 52 147 453 3 0 3 1 11 160 1373 2 1 0 51 12 15 3
split_gain=0.206498 0.207284 0.251129 0.272397 0.241958 0.299588 0.288672 0.302361 0.295961 0.286377 0.270304 0.259159 0.267148 0.40711 0.22103 0.211386 0.20262 0.402413 0.329601 0.271567 0.283217 0.218648 0.213233 0.236619 0.345106 0.217665 0.289151 0.205138 0.190375 0.263278
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084895000000000012 -1.0000000180025095e-35 0.086545000000000025 0.085355000000000014 0.083855000000000013 0.087005000000000013 0.087995000000000004 0.09112000000000002 -0.13506999999999997 0.28122000000000008 -0.49837999999999999 0.10599500000000002 1.0000000180025095e-35 0.090755000000000016 -0.09113499999999998 -0.077944999999999987 -0.08323499999999999 0.083370000000000014 0.087830000000000005 -0.096329999999999985 0.099250000000000019 0.11230000000000001 0.13860500000000003 -0.230625 0.086950000000000013 0.098845000000000016 0.082225000000000006 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 10 7 -6 -9 -8 -5 12 13 -10 -13 -2 17 19 -18 -14 -21 -20 23 25 -25 -23 28 -19 29 -27
right_child=1 -3 -4 4 6 -7 9 8 11 -11 -12 14 16 -15 -16 -17 18 27 21 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0031783177040866826 -0.0032553412098707013 -0.0036054947801827308 0.0027527846770473642 0.0016136124003200221 0.0024543133705450934 -0.0027299837247794449 -0.00026641689882745447 -0.0035280231816178591 -0.0035402625291981122 0.0035172914728204873 -0.00066141063630625191 -0.0035249020827012602 -0.0035691712320679511 0.0013620851812016254 0.0035942636672180082 0.0036172830333387781 -0.003043162054407069 0.0030400436948819901 0.0024400442726055598 0.0029050205033293742 -0.0024455923449654047 0.0022855788371416827 -0.0036062842271437491 -0.0015364173084674174 0.0022426283574047729 -0.0036249942758047799 -0.0028181775546560466 -0.0007860400282401562 0.0019536933995874832 0.00042742224967262215
leaf_weight=0.22840587323298933 0.51229210150633164 0.20768867456354101 0.36351132234267325 0.72435708464763582 0.59154813435452425 0.73615988862002257 0.40790598391322308 0.2964154117871648 0.55208196755848682 0.59544642464607023 4.9577194598750784 0.39401162398280654 0.26772301882738281 0.32607590954285115 0.060938842594623566 0.060562677914276719 0.40340712964826408 1.0842366928991456 0.48665925351088279 0.30046103801578283 0.19901429332094267 0.76483030745294467 0.19035367545438919 1.619483471746207 0.35688288245000865 0.21631511926535196 0.33885327500320261 0.2010257470246869 0.85921550859347906 1.8818426653451363
leaf_count=113 362 23 68 63 60 172 39 174 107 152 1076 167 71 6 2 2 174 98 57 28 29 28 18 268 65 39 54 40 129 226
internal_value=0 -0.000148266 -0.000111909 -0.000165626 -9.36689e-05 -0.000641915 0.000190224 3.26639e-05 -9.99791e-05 0.00197905 -0.000371388 -3.23677e-06 0.000113035 -0.00171993 -0.00257132 -0.00252876 0.000288562 0.00125152 1.08876e-05 -0.000742196 0.000773087 0.000194377 1.88926e-05 0.000133191 -0.000854015 0.000613627 0.000225681 0.00244161 0.000574444 9.62766e-06
internal_weight=0 19.957 19.7493 19.3858 18.813 6.41824 12.3947 11.3914 10.7998 1.00335 5.68208 10.5034 10.0485 0.878158 0.45495 0.572855 9.1703 2.05246 7.11784 0.767198 0.499475 6.71444 6.22778 6.03742 1.97637 4.06106 3.29623 1.28526 2.95737 2.09816
internal_count=3910 3797 3774 3706 3342 1311 2031 1840 1780 191 1139 1606 1437 113 169 364 1324 266 1058 128 57 884 827 809 333 476 448 138 394 265
is_linear=0
shrinkage=0.00347875


Tree=417
num_leaves=31
num_cat=0
split_feature=1213 475 158 9 1365 4 128 15 156 41 480 48 50 49 15 12 1374 14 0 3 1 151 1 1 9 49 13 13 13 4
split_gain=0.196643 0.231977 0.199755 0.207751 0.191923 0.208244 0.290227 0.280902 0.233362 0.227037 0.209316 0.227104 0.262965 0.220257 0.313232 0.268034 0.229992 0.289826 0.346291 0.283604 0.268141 0.236091 0.207941 0.284836 0.215615 0.218431 0.238601 0.266411 0.238178 0.230937
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.11034000000000001 -0.016839999999999997 1.0000000180025095e-35 0.25367000000000006 0.086435000000000012 -0.14097499999999996 0.10477500000000002 0.083975000000000008 0.08456000000000001 0.092755000000000018 0.10119500000000002 -0.085974999999999982 0.10043500000000001 0.091405000000000014 -0.094679999999999986 0.077685000000000018 -0.10783 0.094625000000000015 0.10113500000000002 -0.088994999999999977 0.092550000000000007 0.092385000000000009 0.081505000000000008 0.0052300000000000011 -0.5337599999999999 -0.083514999999999992 -0.028919999999999998 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -5 9 10 11 12 13 15 16 -9 19 18 -18 -15 21 -20 23 24 25 26 -23 -28 -29 -30
right_child=2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0036675041923178889 0.0036826674332140117 -0.0029300286168114217 -0.0030660802582432554 -0.0025613756995740171 -0.0024798622848350126 0.0009054769593749097 -0.0030736013238843694 -0.0029556937772429901 -0.0032082273846080452 -0.003561848279203229 -0.0036130082982030794 0.0013293204383576335 -0.0036148446522554318 -0.0038978527679148361 -0.0031528137659632268 0.00029686864094452162 0.0019587193492641717 -0.0037126205396756152 -0.0036993452917888159 0.00048663688658340368 0.0020223627730340311 -0.0036077965660945982 -0.0022407273696637567 0.0046773338634154569 -0.0036711524958815394 -0.0028078770949164613 0.0020879304689833422 -0.0026761704011454487 -0.0001969422106377275 0.0022206929538127534
leaf_weight=0.078779466450214386 0.19604608243390487 0.54344310876331547 0.27780920585791946 0.5595724312734206 0.40565911667363153 2.8763775824918403 0.42580990991700751 0.63789886643644489 0.28086300381983242 0.21519954701943866 0.18744589747802898 1.9943633516668349 0.25192654591956021 0.34597897680941514 0.33161264292721249 0.67135155826690607 2.0344263432198204 0.19993296086613632 0.21845784151809677 0.4237330392934382 0.95473577595839731 0.17489280691370446 0.44535665094736021 0.18660123506560911 0.18313034018501628 0.27364512030908361 1.2179647304001271 0.35390268402989145 1.851976369012845 0.70400279003659161
leaf_count=4 118 588 134 153 73 422 179 87 163 64 215 183 207 40 157 26 103 30 74 11 98 4 47 2 19 155 110 144 251 49
internal_value=0 -0.00209472 -4.17699e-05 3.39413e-06 -3.57928e-05 1.92847e-05 -0.000149248 -6.45336e-05 3.428e-05 9.9994e-05 0.000157753 0.000210281 1.55629e-05 9.71533e-05 0.000280311 -0.00128786 0.000399289 0.000564047 0.000663482 -0.00148415 0.00026208 -3.74965e-05 0.000110878 0.000322621 0.00015189 0.000304875 0.000502839 0.000677003 8.64426e-05 0.000468956
internal_weight=0 0.622223 18.8807 18.6029 18.4068 18.0012 15.1248 14.699 14.1394 13.8585 13.6433 13.4559 11.4615 11.2096 9.90035 1.30925 9.56874 8.79903 8.59909 0.769712 6.56467 5.60993 5.39147 4.94612 4.75951 4.57638 4.30274 4.12785 2.90988 2.55598
internal_count=3910 592 3318 3184 3066 2993 2571 2392 2239 2076 2012 1797 1614 1407 1294 113 1137 1086 1056 51 953 855 781 734 732 713 558 554 444 300
is_linear=0
shrinkage=0.00359311


Tree=418
num_leaves=31
num_cat=0
split_feature=39 51 402 3 48 50 4 158 129 48 129 130 51 1444 130 49 151 15 130 130 43 4 3 133 52 150 33 160 15 1
split_gain=0.189213 0.255217 0.241304 0.228438 0.25758 0.272522 0.288071 0.355459 0.214594 0.21221 0.216833 0.25344 0.204161 0.202019 0.200714 0.276541 0.469778 0.281775 0.256245 0.336506 0.249344 0.353929 0.257833 0.28359 0.226353 0.239435 0.244013 0.257927 0.273771 0.237486
threshold=0.005105000000000001 -0.40274499999999996 0.084450000000000011 0.31335500000000011 0.11930500000000001 0.10625000000000001 0.28937500000000005 0.085745000000000002 0.093990000000000004 0.097720000000000015 0.092795000000000016 0.079100000000000018 0.11975000000000001 -0.10662999999999999 -0.088449999999999987 -0.085974999999999982 0.13635000000000003 0.10043500000000001 -0.079094999999999985 -0.0015749999999999998 -0.17307499999999998 -0.51381999999999983 0.10420500000000001 0.091545000000000015 -0.42985499999999993 0.11315500000000002 -0.007134999999999999 -0.096329999999999985 -0.11399999999999998 0.10080500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 9 10 11 14 -6 -9 -1 16 -16 18 -17 -20 -21 -22 23 24 -23 26 -26 28 -28 -29
right_child=1 2 -4 -5 12 -7 -8 13 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 20 21 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.002175538056367483 -0.0032799310753064241 0.0013135107141182636 -0.0032476541389133318 0.0024656695521844112 -0.0032666329694793672 -0.0023747804547929593 0.0014285789870679231 0.0033649847151083823 -0.0032659268782230643 0.001548284264215008 0.0031748993656673884 -0.0029949021472582774 -0.00050990802272864557 -0.0032478989680903157 -0.0023119401330326528 0.0024765891914638495 0.0022008226810840072 -0.0027512172389526175 -0.0031095029299867279 0.0018786650788810983 -0.0034082810653265358 -0.0032334606263015519 0.0017359437761910201 -0.0026569936532173381 -0.0032021133379258062 -0.0026355022896859094 0.0030854570968280961 0.00050853655926610042 -0.0030275575965207583 0.0027058604664424611
leaf_weight=0.47064414124178355 0.14983841576031443 2.0406867357960432 0.12664853551541444 0.32144407986197521 0.50223879412806016 0.54772763990331519 1.2079831992159604 0.052165786866680719 0.21570949099987125 0.80874082753143817 0.19829960627248588 0.3257138419212432 0.61368914361810312 0.53043477649771453 1.1185933190281474 0.5103687165828753 0.30097387905698259 0.32899558733333911 0.31596446289766689 0.87668964547628547 0.28902007750002034 0.19640279377926617 0.98223186971154053 0.39635433330840886 0.18392551410941838 0.27681850534281682 0.095315409183967859 3.9712939082165324 0.3590551822853677 0.57948206854052831
leaf_count=79 20 416 23 123 70 351 155 2 108 112 7 318 34 280 114 29 13 197 131 47 24 168 49 265 23 24 9 601 83 35
internal_value=0 0.000767182 0.00104698 -0.000211016 -0.000263948 -0.000154362 -7.10115e-05 -0.000206366 -9.48846e-05 -4.05318e-05 -0.000149646 -0.000206587 -0.00175061 -0.00265578 -0.000125874 -3.63999e-05 -0.00135515 0.000163565 0.000269727 0.00013757 0.000262587 6.92966e-05 0.000212047 -3.50079e-05 0.000148528 0.000270051 0.000425052 0.000558341 -0.0017452 0.000788337
internal_weight=0 2.31717 2.16734 16.5763 16.2548 15.1389 14.5912 13.3832 12.8006 12.5849 11.7761 11.5778 1.11593 0.582601 11.2521 10.7815 1.41957 9.36192 9.03292 8.52255 8.20659 7.3299 7.04088 6.05865 5.66229 5.46589 5.18907 5.00515 0.454371 4.55078
internal_count=3910 459 439 3451 3328 3224 2873 2718 2436 2328 2216 2209 104 282 1891 1812 127 1685 1488 1459 1328 1281 1257 1208 943 775 751 728 92 636
is_linear=0
shrinkage=0.00320641


Tree=419
num_leaves=31
num_cat=0
split_feature=4 11 0 0 1 151 13 16 4 43 4 376 48 16 156 403 0 124 160 42 40 43 52 15 3 12 42 15 150 1
split_gain=1.11004 0.692524 0.730694 1.03692 0.685753 0.671455 0.651806 0.57295 0.491317 0.686983 0.44464 0.43393 0.412148 0.404838 0.484064 0.401332 0.375935 0.383693 0.35202 0.559041 0.466817 0.435868 0.401457 0.363137 0.510327 0.35858 0.353934 0.439892 0.350502 0.477784
threshold=0.27020000000000005 0.08184000000000001 -0.017269999999999997 -0.10071499999999999 1.0000000180025095e-35 -0.27336999999999995 -0.14258499999999999 -0.013279999999999998 -0.49837999999999999 -0.46376499999999993 -0.034289999999999994 0.048375000000000008 -0.083299999999999999 -0.51054499999999992 0.085915000000000005 -1.0000000180025095e-35 -0.091234999999999983 -0.084524999999999989 -1.0000000180025095e-35 0.08401500000000002 0.057150000000000006 0.021175000000000003 0.086635000000000004 0.083935000000000023 -0.078669999999999976 0.085945000000000008 -0.087484999999999993 0.05377500000000001 0.081245000000000026 0.11774500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -2 -5 12 9 -4 -9 -11 -6 -1 -15 -8 -17 -18 20 22 -19 23 -20 24 25 -21 -24 -28 29 -7
right_child=5 -3 8 6 7 28 15 10 -10 11 -12 -13 -14 14 -16 16 17 18 19 21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00083918805042189478 -0.0015014503286329506 -0.0014572987564545955 0.0014639742679908045 0.0010260806834556167 -0.0014896969354120954 2.5450787429128563e-05 -0.001416295805382091 -0.00032451355170558401 0.00076537834917944419 -0.0015866990412751487 0.0014073848467329711 0.00055150934189379045 0.00012018454280022446 -0.0014890626834136052 0.0006491027503159831 -0.0014530938531219636 0.0011256288967436549 -0.0013074267482283809 -0.0011881171289641133 0.00034639610746087224 0.0017567639427554095 -0.0016219423754400362 0.0012532102103469511 0.00086718041461748612 0.00057958286852909232 -0.0015180117097377251 0.00097346076588353595 -0.0016318675463630296 0.0016305086011021274 0.0012050758912161069
leaf_weight=0.32999131956603411 0.36479587573558081 1.1498483416507941 0.39918552711606015 0.59278516843915419 0.42847303254529734 2.0730496817268427 1.6415831242338796 0.4978753186296675 2.994658880459613 0.81752474472159498 1.5303456933470432 0.34077884745784104 6.7767157960333861 1.4145112954429411 0.33113192790187884 1.108204084419415 0.36521939060185182 1.9736051039653832 2.4798113708384162 0.38802951987599976 0.1345849223434924 0.36733026881120157 0.36409571685362607 1.3126889168634077 1.144067938817898 0.80117863600025885 0.25904168072156586 0.44870502140838653 0.90327117638662446 1.4994815659010781
leaf_count=13 20 160 6 38 19 119 803 39 146 88 72 18 243 115 19 212 33 543 300 33 2 71 17 120 106 146 10 66 100 233
internal_value=0 -0.000245479 -0.000197828 -0.000305879 4.89827e-05 0.000575305 -0.000605794 0.000234841 0.000388217 -0.000336969 0.000982249 -0.000957627 2.44493e-05 -0.000777802 -0.00108347 -0.000681438 -0.000573214 -0.000476078 -0.000536552 -0.00037624 -0.00111181 3.08587e-05 -0.000836252 0.000197378 -0.000179449 -0.00090967 -2.21784e-05 -0.000678294 0.000744568 0.000520569
internal_weight=0 30.392 29.2421 24.69 11.309 4.8406 13.3809 9.23341 4.55215 1.55749 2.02822 1.1583 7.20519 2.07563 1.74564 12.7881 11.1466 10.0384 9.67314 7.56495 2.10819 4.0133 3.55165 3.64597 2.33328 1.18921 1.07184 0.707747 4.4758 3.57253
internal_count=3910 3438 3278 3020 520 472 2500 373 258 112 111 106 262 147 134 2462 1659 1447 1414 869 545 476 393 405 285 179 93 76 452 352
is_linear=0
shrinkage=0.0015919


Tree=420
num_leaves=31
num_cat=0
split_feature=12 484 42 1 43 43 42 0 52 160 43 3 3 38 0 47 52 52 51 42 393 131 16 1 1 150 51 394 51 133
split_gain=1.19795 0.943326 0.873457 0.80006 0.774808 0.715353 0.7144 0.684964 0.833492 0.800168 0.677245 0.706937 0.671834 0.69396 0.693534 0.706664 0.744793 0.551648 0.6384 0.520271 0.651976 0.527272 0.587765 0.512678 0.460745 0.43779 0.40205 0.401151 0.399594 0.406956
threshold=0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 -0.044024999999999988 -0.53890999999999989 0.09901500000000002 -0.070894999999999986 -0.51745999999999992 -0.076029999999999986 -0.0092499999999999978 -0.018854999999999997 0.16699000000000003 0.13790500000000003 -0.10071499999999999 0.096475000000000019 -0.010284999999999997 0.26536500000000002 -0.40274499999999996 -0.088669999999999985 0.085075000000000012 0.10033500000000002 -0.25582999999999995 0.091035000000000019 0.10471000000000001 0.10871000000000001 0.085845000000000019 0.15288500000000002 0.077145000000000005 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 19 6 5 -1 7 9 -9 -4 -6 -12 14 -14 15 16 25 18 -7 20 21 22 -3 -20 -16 26 -13 -8 29 -11
right_child=1 2 3 -5 10 17 27 8 -10 28 11 12 13 -15 24 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014315648470833503 -0.0012850906169219573 0.00049037220902130177 -0.0011671277536114872 0.0010589822710006206 -0.0012440836538214729 -0.0014170496332535636 -0.0010777267174454127 -0.0013610463901060504 0.0005584444527452604 -0.00048436329778817414 0.001131754206748085 -0.00013473779876529738 0.00092110847683259968 -0.0014250478131296522 -0.0012515159355436234 -0.0011328853932943972 0.00058152462760535553 -0.0010296975387537285 0.00029451887570121777 -0.0013150340244552625 0.00075473994809281068 0.00063143446992523495 -0.0014141896870371934 0.001223485059737356 -9.908987109063887e-05 0.00033563150691967374 -0.0011976470086463799 0.0010185891124050469 0.00076431395114487507 0.00017946419797280593
leaf_weight=0.31719405250623811 1.7768835779861571 0.36580549296923015 1.5593491495819813 0.99574493081308801 0.82239337940700608 0.23165526799857605 2.0200456724269311 0.46084196999436233 4.0008939550025326 4.1400425027823093 0.96910752239637155 1.512348964111877 1.8673908484634023 0.26269980892539013 1.6147398416651353 0.9117241958156227 3.5243723271414629 0.33107513259164978 1.7170249727787474 1.9091014510486335 0.67692714068107296 0.41387404245324422 1.5511072642984802 2.9492999688955024 1.0431446412112562 1.4324221555143593 1.1401718049310146 0.18175524054095138 0.8563838202971964 2.8471515708370134
leaf_count=16 530 17 356 63 43 7 318 123 108 348 45 49 157 6 115 43 117 15 51 482 16 40 271 294 43 17 33 4 46 137
internal_value=0 -0.000337856 -0.000261277 -0.00011664 0.000107237 0.000539259 -0.000189501 -7.59259e-05 0.000360185 -0.000282863 -5.14393e-05 1.72548e-05 -6.38985e-05 0.000631762 -0.000196453 -8.43766e-06 0.00012629 0.000658809 0.000772942 -0.000763192 -0.000412919 -0.00075204 -0.00105074 0.000881662 -0.000799221 -0.000266473 -0.000591624 -0.000904679 -0.000107066 -0.000213866
internal_weight=0 23.7559 21.979 17.0622 20.6468 5.54625 16.0665 13.8647 4.46174 9.40293 15.1005 14.2781 13.309 2.13009 11.1789 8.52104 7.60932 5.22906 4.89798 4.91682 3.00771 2.33079 1.91691 4.66632 2.65788 4.08494 2.65252 2.2018 7.84358 6.98719
internal_count=3910 2859 2329 1503 1051 383 1440 1118 231 887 668 625 580 163 417 259 216 367 352 826 344 328 288 345 158 99 82 322 531 485
is_linear=0
shrinkage=0.00135157


Tree=421
num_leaves=31
num_cat=0
split_feature=2 133 160 123 13 133 448 0 484 150 457 1213 475 52 151 1 48 128 40 454 0 15 448 52 42 13 2 13 48 4
split_gain=0.190199 0.19679 0.244668 0.22721 0.259072 0.234993 0.242919 0.221129 0.210636 0.27371 0.220105 0.209853 0.230914 0.213528 0.204683 0.221345 0.261906 0.27009 0.199267 0.204168 0.182906 0.196846 0.196517 0.176312 0.483281 0.246586 0.354532 0.312636 0.233647 0.197533
threshold=0.16971500000000003 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 0.28269500000000009 -0.0023199999999999996 -0.080249999999999988 -1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 -0.098834999999999992 -1.0000000180025095e-35 -0.086004999999999984 -0.53420999999999996 -0.52174999999999983 0.11368000000000002 0.12675000000000003 0.086435000000000012 -0.0020749999999999996 -1.0000000180025095e-35 -0.230625 -0.085919999999999982 -0.083359999999999976 0.11401500000000002 0.088345000000000021 -0.091849999999999987 0.091525000000000009 -0.084084999999999979 0.082070000000000018 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 8 5 -5 -7 -1 9 10 -4 12 -10 -13 -15 16 17 18 -16 -20 21 -21 -22 25 -25 26 28 -27 -24 -29
right_child=-2 2 3 4 -6 6 -8 -9 11 -11 -12 13 -14 14 15 -17 -18 -19 19 20 22 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=-0.0036490632526263744 0.0031494968940884091 -0.0027245430757791588 0.0032741490537913976 -0.0021309439116688048 -0.0038404375437245727 -0.0035600203031547315 0.0031641229914246291 0.0020564495075860644 0.0037757854100682604 0.0024473942759709912 -0.0032087955697081218 -0.0037200417962508741 -0.0032798197772030383 -0.0037480603373251033 -0.0025293668884640297 0.0012832570294887902 -0.0036271467773983834 -0.0035515624574325297 -0.0030493062914150916 0.00046071444508688633 -0.0034201794591000988 0.0037872572315453133 0.0011040419090275607 -0.0038081699103005083 0.0017733754606541615 -0.0037340195857356625 0.0030157564092818888 -0.0013670973597399978 -0.002939779601605871 0.00046877845013498939
leaf_weight=0.41429149174655322 0.24274055451678478 0.46936312705657357 0.07913374510826543 0.16420962053234678 0.11489905323833216 0.079930963460355664 0.947597399223013 0.12025145185180264 0.07384839653968811 0.17685093608452007 0.78095040393237514 0.20238781439549036 0.46045561047504868 0.18615951208630832 0.37174924099235518 2.0645986980671287 0.27119718200992871 0.27848483499838117 0.25518400489818205 0.60575962095754221 0.20706647244514442 0.40874555695336556 0.63975904515246096 0.48751244065351862 0.37776029853557702 0.28652797236282079 1.045108869904652 0.93244046255131152 0.28264340134046506 5.8422765589857191
leaf_count=229 96 289 6 25 5 3 255 4 4 18 548 180 505 56 43 254 20 93 36 21 25 39 49 36 65 128 52 60 20 746
internal_value=0 -0.000150579 -8.51386e-05 -1.48428e-05 0.00147139 0.00198352 0.00264105 -0.00236554 -0.000133861 -0.00174938 -0.00261232 -2.42258e-05 -0.00230464 5.84057e-05 0.000110989 0.000161027 -2.7462e-05 5.37478e-05 0.000139251 0.000226497 0.000301701 0.00180098 0.00015112 0.000225862 -0.00137138 0.000378934 0.0015386 5.5811e-05 -0.00013507 0.000216097
internal_weight=0 18.6271 18.0926 17.6232 1.30664 1.19174 1.02753 0.534543 16.3166 1.03694 0.860084 15.2797 0.534304 14.7454 14.543 14.3568 12.2922 12.021 11.7425 11.3708 11.1156 1.01451 10.1011 9.89403 0.865273 9.02876 1.96751 7.06124 0.922402 6.77472
internal_count=3910 3814 3581 3292 288 283 258 233 3004 572 554 2432 509 1923 1743 1687 1433 1413 1320 1277 1241 60 1181 1156 101 1055 121 934 69 806
is_linear=0
shrinkage=0.00370407


Tree=422
num_leaves=31
num_cat=0
split_feature=1 47 484 52 42 51 454 14 42 3 131 42 49 42 15 4 33 42 1374 48 16 40 48 51 128 4 3 3 4 51
split_gain=0.781919 0.576836 0.526223 0.603656 0.513077 0.527447 0.442829 0.449013 0.438501 0.505363 0.509593 0.461318 0.524563 0.432545 0.469754 0.430653 0.414658 0.481773 0.556124 0.539155 0.419439 0.409778 0.522731 0.506742 0.429364 0.51484 0.401187 0.387039 0.386859 0.519646
threshold=0.10113500000000002 0.087850000000000025 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.10748999999999999 -1.0000000180025095e-35 0.078275000000000025 0.092145000000000019 -0.16059999999999997 0.08518000000000002 0.091330000000000008 -0.085974999999999982 -0.087904999999999983 -1.0000000180025095e-35 -0.030814999999999995 -0.007134999999999999 0.084100000000000022 -0.094679999999999986 0.083775000000000002 0.28937500000000005 -1.0000000180025095e-35 0.12862000000000004 0.13741000000000003 0.086435000000000012 -0.04738499999999999 -0.060719999999999989 0.084925000000000014 -0.08422499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 -1 4 13 -6 -7 8 9 -8 11 12 15 14 -4 -11 -14 18 -18 -19 27 -2 23 24 25 -23 28 -20 29 -16
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12 -13 16 -15 26 -17 17 19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012037046325921504 0.0012945076223011404 -0.00021267711904487759 -0.0012689793075036165 -0.0013279015911497605 -0.0015326356995081407 -0.001581575816246074 0.0014510086370180929 -0.0015539755059306418 -0.00051800141107520277 0.00063534636488168982 -0.0013356310172152577 0.0015099066458241577 -0.0014525691290851329 -0.0013403367500716757 0.0014355468065422202 -0.0011842682249504641 -0.0004403363918426853 -0.00078012335848579245 0.00047695746931940075 0.00096032328748673734 -0.00040102697142573376 -0.00028975788586786558 -0.00082725925399526189 -0.0013444401168105416 -0.001074724228908129 0.00093273648062979614 0.0014179627463565771 0.0012976142087500456 0.00059543963616342913 -0.0015522526318952077
leaf_weight=1.2904311438614993 1.1590318957460111 4.6453578275395557 0.79433683201205019 1.0515436579589721 0.52191700786352768 0.38922996050679515 0.70554967550561443 0.38863643608056087 2.2763927663327204 0.40798406850080926 0.52103063906543035 0.5842392679187477 0.3153105203527965 1.3356163070711797 0.16781056113541126 1.1188294747844363 1.2093854040140284 1.5574949543806726 3.0683882698067144 0.55486353737069283 0.72103255777619768 0.98077909369021554 0.80549995740875591 0.33100032433867443 0.33500921865925182 4.1101154842181122 0.42447391804307666 2.319487763568759 0.68173832359025255 0.66019309553666972
leaf_count=510 232 249 122 301 117 33 30 43 338 10 58 22 25 450 9 49 30 295 143 31 21 108 25 21 16 336 10 45 59 172
internal_value=0 0.00020947 -0.000263023 -0.000207278 -0.000150417 -3.25931e-05 1.59201e-05 5.54025e-05 9.61227e-05 0.000202973 0.000131835 0.00019632 0.00012824 -0.000633398 -0.000287354 -0.000698044 0.000257686 0.000314868 0.000498969 -0.000322952 0.000684924 0.000463441 0.000316661 0.000476717 0.000587814 0.000697219 0.000115776 0.000830251 -0.000250342 -0.000946719
internal_weight=0 12.3668 23.0659 21.7755 20.7239 16.6598 16.1379 15.7486 15.36 13.0836 12.378 11.857 11.2728 4.06417 2.72855 1.52681 9.74596 9.43065 7.31829 2.11236 6.10891 7.72144 6.5624 5.7569 5.4259 5.09089 1.93422 5.38788 1.50974 0.828004
internal_count=3910 987 2923 2413 2112 1290 1173 1140 1097 759 729 671 649 822 372 59 590 565 239 326 209 738 506 481 460 444 250 188 240 181
is_linear=0
shrinkage=0.0015161


Tree=423
num_leaves=31
num_cat=0
split_feature=4 403 11 0 1 2 3 14 48 4 43 15 15 15 3 43 394 151 475 14 3 16 0 16 376 13 13 40 15 15
split_gain=1.80209 1.10766 0.891062 0.980625 0.889463 1.15945 1.18237 0.992472 0.853602 0.82434 1.24393 0.784825 0.72113 0.843657 0.690055 1.02443 0.900639 0.669881 0.653786 0.640854 0.630324 0.584672 0.615701 0.554542 0.548986 0.5263 0.546459 0.526086 0.539755 0.458607
threshold=0.28937500000000005 -1.0000000180025095e-35 0.08184000000000001 -0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.045635000000000002 0.073890000000000011 0.11930500000000001 -0.49269499999999994 -0.46376499999999993 0.083935000000000023 0.079360000000000014 -0.0089749999999999986 -0.084129999999999996 -0.083094999999999988 -0.081934999999999994 -0.08514999999999999 -0.086424999999999988 -0.46879999999999994 0.14320000000000002 -0.063614999999999991 -0.18087499999999998 -0.078399999999999984 0.048375000000000008 -0.014114999999999997 -0.26418499999999995 0.028705000000000001 -0.053579999999999996 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 11 23 7 -7 19 10 -5 -3 13 21 16 -16 -13 -1 -19 -2 -20 22 -8 -6 -12 26 -17 28 29 -25
right_child=8 2 -4 9 5 6 12 -9 -10 -11 24 14 -14 -15 15 25 -18 18 20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00053601692158245309 -0.00018828477919343039 -0.00069881713299023407 -0.0010334035627505463 0.001397182227988792 8.1023378109106189e-07 0.0010832267587425172 -0.00016563570998283871 -0.00079708059377944795 -0.0006101935681429708 0.0006533936038692421 -0.0011730503989845554 0.00063200431782115115 -0.0009679777041390991 0.00074878784485156804 0.00136116175487516 0.0013237192498927242 -0.0010519098795995273 0.0010412816885508572 -0.0011922286976992573 0.00090621084056761655 0.0013044973295465497 -0.00084084686181020829 0.00088984911348953446 -0.00061069820307396781 0.00036461327860358694 0.00085083041267840448 -0.00092838597468802722 0.00065685595093285397 -0.0011731162116252792 0.00074720820665332983
leaf_weight=0.47625996521674085 0.94463011482730497 7.3862413875176554 1.5740520358085621 0.49290974438190494 3.0396442520432174 2.7157267178408797 3.719921256881205 0.46692433056887228 0.83975798357278097 3.8528589438647023 1.2173509984277187 0.63004021404776755 1.0437412571627636 2.0299068605527291 0.89968609006609801 0.1781025528907777 1.5847150800982488 0.21749540604651008 3.3949954006820913 3.8702014640439293 0.14985227957367886 1.3172670403728259 0.99403101997449939 1.8701358722755688 0.45187909202650178 0.48479726474033635 1.0814993927488101 0.40472548594698299 2.2664662501774746 0.43514551478438068
leaf_count=20 55 860 154 4 158 111 65 33 38 130 88 17 39 54 21 2 133 6 880 333 2 59 48 139 18 28 159 10 228 18
internal_value=0 -0.000215953 -0.000154788 -0.000118926 -0.000200594 -4.76503e-05 0.000182298 0.000807368 0.00049817 0.000323003 -0.000265741 -0.000454192 -3.61985e-05 8.44467e-05 -8.23204e-05 0.000328585 -0.00057288 -0.000795161 -0.000963669 0.00069148 -0.00108668 -0.000139148 5.69344e-05 -0.000400127 -0.000756788 -0.000203973 -0.000609948 -0.00064502 -0.000760272 -0.000354379
internal_weight=0 44.3764 40.1378 38.5637 32.5487 20.3036 12.2875 3.18265 5.65459 6.015 2.16214 12.2451 9.10487 8.06113 4.85884 2.64409 2.21476 4.2386 3.76234 4.81483 3.54485 6.03122 4.71395 8.01612 1.66923 1.7444 1.2596 4.97647 4.57175 2.30528
internal_count=3910 3484 2576 2422 2182 962 409 144 426 240 110 1220 265 226 360 210 150 908 888 388 882 172 113 553 106 189 161 395 385 157
is_linear=0
shrinkage=0.00119136


Tree=424
num_leaves=31
num_cat=0
split_feature=4 12 15 48 0 160 403 50 1 15 47 0 16 2 4 43 16 51 133 15 52 160 150 1186 402 1212 3 47 0 47
split_gain=1.08717 0.748896 0.671803 0.635455 0.547309 0.694589 0.617352 0.480508 0.42643 0.583749 0.552112 0.530243 0.517929 0.605686 0.4794 0.471686 0.441983 0.418089 0.424606 0.389709 0.37817 0.348595 0.386618 0.418995 0.363382 0.453095 0.384135 0.347007 0.346273 0.33089
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 0.12933000000000003 -0.06402999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14390500000000003 0.094485000000000013 -0.008624999999999999 0.09550500000000002 -0.11287999999999999 0.081265000000000018 0.083585000000000007 0.074650000000000008 -0.085894999999999985 -0.091624999999999984 -1.0000000180025095e-35 -0.26719999999999994 0.05377500000000001 -0.51745999999999992 0.099550000000000013 0.090965000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.5172699999999999 -0.091594999999999982 0.096475000000000019 -0.12329499999999999 0.093315000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 5 -3 -7 27 9 10 11 -1 13 19 16 -14 -10 -8 -19 -11 -6 22 23 -20 26 -26 -25 -2 -28 -18
right_child=3 4 -4 -5 20 6 17 -9 14 12 -12 -13 15 -15 -16 -17 29 18 21 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.00029793593351126285 0.0011892250887800152 -0.0014218512098285784 -0.00110050876647459 -0.0012412791611117649 -0.0015483549350151303 -0.0013899109445584549 -0.0015574321727139318 -0.0015901723982258921 -0.00058832017186130257 0.00041097132987024103 0.00090202175467137598 -0.0014571299917406164 0.00041010659590318648 0.0011875985562636653 -0.00030981932594767518 -0.0014570791259717044 0.001096698347438511 -0.0015579152491974869 -0.0015737012874503281 -0.0013287076566826708 0.00013789505464921315 -0.0013544341882728021 -0.0016284245777058832 -0.00042105461879531428 0.0012045260117220674 -0.0015687297376623661 -0.00091025429705088833 9.3684832577954936e-05 0.00065661298190224505 -1.7400126012783479e-06
leaf_weight=3.0776527174748476 2.8151040537049994 2.0866708362591462 1.1827367602381844 0.39837988023646165 0.34088768920628343 1.4079990343598172 0.57545298658078259 0.18974503921344865 0.56852991366758932 0.95393011090345881 0.61943161144154135 1.3449882662971506 0.63673393498174846 1.9035272476612588 1.5648802404757587 0.64695329091045983 3.0838936125510368 0.51004163979086925 0.350894063129087 0.44925766572123393 4.2282193901482978 0.49511643947334949 0.33623450715094794 1.3618022290756897 0.18753955065039918 0.54817600524984289 0.36647660238668001 0.90662023122422386 3.8389209950401084 0.82434101554099459
leaf_count=106 358 673 137 24 123 636 163 9 31 38 35 162 11 67 58 54 205 144 32 29 243 96 11 65 16 101 10 35 199 39
internal_value=0 -0.000210033 1.87413e-05 0.000611739 -0.000441867 -0.000613778 -0.000444799 0.000800467 0.000103198 -9.79838e-05 -0.000459737 -0.000650463 0.000299363 0.000621684 0.000423951 -0.000530919 0.000680444 -0.000289535 -0.000198279 -0.00014602 1.20889e-05 -0.000105632 -1.71778e-05 6.42428e-05 0.00015543 -0.000861806 0.000289859 0.000922349 0.000520069 0.000865011
internal_weight=0 33.4913 16.8569 4.30985 16.6344 12.0653 9.97865 3.91147 15.6741 9.63247 5.04207 4.42264 4.5904 3.30672 6.04164 1.28369 4.47676 8.57066 7.9952 1.40319 4.56911 7.48516 6.99004 6.65381 6.30292 0.735716 5.5672 3.72172 4.2054 3.90823
internal_count=3910 3484 972 426 2512 2146 1473 402 835 502 303 268 199 134 333 65 275 837 674 67 366 530 434 423 391 117 274 393 209 244
is_linear=0
shrinkage=0.00154009


Tree=425
num_leaves=31
num_cat=0
split_feature=4 151 11 403 1456 1213 480 484 151 0 4 43 133 42 16 1 16 52 376 51 0 457 1375 1 49 42 2 49 403 15
split_gain=0.870499 0.653268 0.618978 0.680283 0.597333 0.554206 0.527229 0.485182 0.51262 0.484168 0.588578 0.979937 0.522348 0.489295 0.482948 0.560498 0.524662 0.524653 0.458313 0.415285 0.449113 0.475373 0.410498 0.419402 0.409207 0.410613 0.401156 0.416319 0.457805 0.518981
threshold=0.27020000000000005 -0.27336999999999995 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 0.073820000000000011 -0.08514999999999999 -0.017269999999999997 -0.49269499999999994 -0.46376499999999993 -0.26719999999999994 -0.11403999999999999 -0.30307999999999996 0.094385000000000011 -0.48509999999999992 -0.42985499999999993 0.048375000000000008 0.08955500000000001 -0.23029999999999998 -0.066264999999999991 -0.029589999999999995 0.092730000000000021 -0.084114999999999981 0.08622500000000001 -0.081614999999999979 0.024250000000000004 0.088015000000000024 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 -6 9 8 -1 12 11 -11 -7 -14 16 19 -15 -17 -13 20 -16 -22 -23 24 25 -24 -26 28 -28 -30
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 18 13 14 15 17 -18 -19 -20 -21 21 22 23 -25 26 -27 27 -29 29 -31
leaf_value=0.0011517847850997542 -0.0015582750081014703 0.00073960555822362212 -0.0014657868960366116 -0.001239837243329691 -0.0016921096304888096 -0.0017087542116015579 -0.0017004411205701006 0.00037054824017221014 -0.0016968265785337587 0.001957331781941277 0.0010219597407005012 -0.001688680128327198 -0.0011860098049888863 5.0397431891277752e-05 0.0011599010673634901 -0.001707124100194088 -0.0016274584942959913 0.00067048331785018566 0.00060654085779945281 -0.0011469626754902755 -0.0017233012549230514 -0.0017315471199071046 -0.001750673007262233 -0.0015917298241329937 -0.0017039543831040063 0.00043118614527350228 0.00083443060008889399 -0.00065658504467398598 -0.001724502946943009 0.00063315002925843516
leaf_weight=0.19944446696899865 0.37928231130354095 4.5336563095916054 1.056624132557771 1.1938235565612654 0.55034256991349551 0.53042578382884897 0.49718407378531893 0.56664705846924324 1.7195454813481834 0.42031950876116742 2.7897401517256837 0.85379923472646602 0.96311155613513122 1.1626108920318077 0.88067488512026493 0.27552030165679742 0.96473382576370781 5.5807684045284978 0.34580187778919935 0.95654032228048969 0.48235843924342603 0.37219044356609643 0.58082708087751445 0.4046351461438461 0.2653634713497216 0.42079364112578332 4.242304371960782 0.89044692297466088 0.46833250229246892 0.6057977641467005
leaf_count=12 20 452 160 317 239 151 190 60 816 4 111 63 89 41 20 44 47 301 16 61 122 58 31 29 28 19 212 138 34 25
internal_value=0 0.000562208 -0.000201135 -0.000155348 -7.69929e-05 -2.25624e-05 1.42579e-05 -0.000996961 -0.00140076 4.91157e-05 0.000553706 -0.000252695 -6.18747e-05 -1.71164e-05 4.35595e-05 0.000141215 -0.000710497 0.000558624 -0.00102705 -9.00446e-05 1.5116e-05 -0.000100329 -5.44509e-06 7.60982e-05 0.000166394 -0.000834046 0.000321219 0.000407801 0.000586075 -0.000394812
internal_weight=0 4.91294 30.2407 29.1841 26.6984 25.5046 24.9543 2.48564 1.91899 24.4571 4.40966 1.61992 20.0474 19.517 18.5539 16.4266 2.12734 5.85629 1.1996 10.5703 9.61372 8.73305 8.25069 7.8785 7.47387 1.00162 6.47225 6.20688 5.31643 1.07413
internal_count=3910 472 3438 3278 2390 2073 1834 888 828 1644 194 83 1450 1299 1210 1122 88 345 79 777 716 696 574 516 487 50 437 409 271 59
is_linear=0
shrinkage=0.00168196


Tree=426
num_leaves=31
num_cat=0
split_feature=4 11 151 403 52 150 1213 1 484 484 3 159 129 124 124 52 49 3 13 160 42 40 1 12 52 12 131 0 1375 148
split_gain=0.202466 0.320125 0.263741 0.260752 0.22956 0.222535 0.220346 0.218571 0.218235 0.222134 0.341732 0.198374 0.185478 0.178514 0.255325 0.199271 0.187545 0.181208 0.23269 0.196473 0.198654 0.332036 0.25001 0.196764 0.280639 0.213592 0.214845 0.233871 0.175969 0.173619
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 -0.040174999999999995 0.081245000000000026 -1.0000000180025095e-35 0.11774500000000002 0.091130000000000017 -0.0043499999999999988 0.10223 -0.11345499999999999 -1.0000000180025095e-35 -0.50873999999999986 -0.048219999999999992 -0.42985499999999993 -0.51429499999999984 -0.14539499999999997 0.17936000000000002 -0.51385999999999987 -0.11145999999999999 0.057150000000000006 0.11327500000000001 0.10214500000000001 0.11262000000000001 0.097345000000000015 0.08844500000000001 0.12500000000000003 -0.45817499999999994 -0.082164999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 -5 -4 9 10 -8 -9 -11 -14 -15 16 -16 18 -17 -19 21 -21 23 25 -25 26 27 28 -22 -30
right_child=2 -3 5 6 -6 -7 8 11 -10 12 -12 -13 13 14 15 17 -18 19 -20 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.469120925229988e-05 -0.0029061684075861408 -0.0026459222462902761 -0.00018800957592331663 -0.0032021968051241492 -0.0029357870570125739 0.0032365394483567832 -0.0030195713803957192 -0.0028050205338282469 -0.0020124041784117383 -0.0032290461945325677 0.0010833729677330393 0.0027419611073791158 -0.0029251679070556903 0.0019295575131795487 0.0033772979571797574 0.0026755712342377419 -0.0032142189290299125 -0.0032144864347108211 -0.00066078308064580944 -0.0032917748238949773 -0.0015599720689951722 0.0021018880701873066 0.0016234388938013494 -0.0033205546527321117 0.0010488740309546956 0.0021372181799587942 -0.0021314602965665222 -0.0026749587450738441 -0.0021729755154557802 0.00053211640153138877
leaf_weight=0.49417544063908281 0.18499707593582604 0.53710017421690182 1.2331953786197112 0.22050824515463752 0.61611262876977579 0.39489914331352327 0.54790329407115024 0.074250212637708146 0.52387475558498486 0.16040215539396641 0.33247746044071391 0.57177091957419113 0.18100945500191024 0.87956606382794689 0.051685959100723267 0.63358567589602799 0.29580592346610579 0.17887961273663222 0.32104239577893168 0.39343344743247044 0.48226927593348889 0.16518026171252131 1.207943279412574 0.38931866064376741 0.24356814385100733 0.54640518124506421 0.42619001390994515 0.27853426476940502 0.25090765400089488 6.6939483391325023
leaf_count=108 20 160 119 239 780 100 465 7 196 42 34 226 17 143 1 47 170 117 12 62 8 5 104 57 23 35 68 9 29 507
internal_value=0 -0.000220247 0.000759673 -0.000141358 -0.00163564 0.00105789 -3.3656e-05 0.000600063 1.2359e-05 8.47136e-05 -0.00147009 0.00210442 0.000184049 0.000224248 0.000266669 0.000150206 -0.0022338 0.000218048 0.00155355 0.000104788 0.000158387 -0.00169689 0.000256911 7.96302e-05 -0.00163897 0.000204964 7.51295e-05 0.000197173 0.000304885 0.000434385
internal_weight=0 17.0518 2.45911 16.5147 1.11029 2.27412 15.4044 1.87922 15.1839 14.6601 0.880381 0.646021 13.7797 13.6193 13.4383 12.5587 0.347492 12.2112 0.954628 11.2566 11.0777 0.558614 10.5191 9.31114 0.632887 8.67825 8.13185 7.70566 7.42713 6.94486
internal_count=3910 3438 472 3278 888 452 2390 352 2151 1955 499 233 1456 1414 1397 1254 171 1083 59 1024 907 67 840 736 80 656 621 553 544 536
is_linear=0
shrinkage=0.00319264


Tree=427
num_leaves=31
num_cat=0
split_feature=123 3 133 123 3 0 47 39 15 124 147 16 11 1 13 0 474 1 48 4 160 1 48 1 14 49 14 49 3 3
split_gain=1.38975 1.04351 0.891411 0.786277 0.769817 0.809829 0.771611 0.756383 0.754289 0.738557 0.734797 0.709926 0.639536 0.644118 0.6306 0.51699 0.602945 0.496143 0.452655 0.4314 0.364586 0.439929 0.555192 0.427059 0.35328 0.330579 0.328513 0.324446 0.334791 0.462788
threshold=1.0000000180025095e-35 0.24227500000000002 -0.0023199999999999996 -0.041524999999999992 -0.10628499999999998 -0.10071499999999999 0.096300000000000011 0.18016500000000005 0.079360000000000014 -0.37194499999999991 0.088565000000000019 0.3935300000000001 0.08184000000000001 0.083065000000000014 -0.15610499999999997 -0.10209999999999998 0.084420000000000009 0.11287500000000002 -1.0000000180025095e-35 0.5092350000000001 -1.0000000180025095e-35 0.094695000000000015 0.11462500000000002 0.091310000000000016 -0.074139999999999984 -0.47013499999999991 0.026890000000000004 -0.085974999999999982 -0.080454999999999985 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 8 6 10 14 12 -3 15 -4 13 -5 -7 16 20 -11 -14 -20 -6 23 -23 27 -16 -26 -27 -22 -29 -30
right_child=2 9 11 4 5 7 -8 -9 -10 17 -12 -13 18 -15 24 -17 -18 -19 19 -21 21 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0009138199353657901 -0.00084160272638713371 -0.001247587100510256 0.00077613635228214667 -3.0584457585229098e-05 -0.00091662789484809823 -3.0490121129352992e-05 -0.0010261660488901409 0.0012333890079276482 -0.00086671397717305273 -0.00034115963861786313 0.00088388677044763371 -0.0011508925081809976 0.0008904803017211443 0.0010089678162902057 0.00051167203064006895 0.00067890340629937296 0.00056879164062625357 0.0011937860425029901 -0.00086455307595024609 0.00062708262398369614 -0.0012456854195208717 0.00059225243393741306 -0.00063710830370030487 -0.00135875678131624 0.00013417741499990068 -0.00089079848607583447 0.00082996476904867488 0.00064098820661607364 -0.0012225030922352149 -0.00013145230379495271
leaf_weight=0.5274316550930952 0.77277482859790358 0.30465954542160023 2.5829147789627309 2.862644770764744 2.1226352137746254 1.4527343118097622 2.1291802034247658 0.26156674535013635 1.8878899292321873 0.40315092634409566 0.73147704871371466 0.29377418069634575 0.29310770239681039 1.1538403483573345 0.26579527743161691 0.65015607001259113 0.80605124146677631 1.0402207653969524 1.9575774073600771 0.30985991703346361 0.53730443771928227 1.2357436777092519 0.85929521173238743 0.77155648684129108 0.4576508253812851 18.324355131306227 0.15436473325826128 0.48392453603446162 0.72737024817616314 2.0430081726517528
leaf_count=36 43 6 280 96 85 30 70 25 143 14 44 11 11 80 13 19 28 130 144 17 18 36 12 10 8 2372 10 24 61 34
internal_value=0 -0.000475372 0.000278458 -0.000511532 -0.00052923 -0.000608113 -0.000379073 -0.000751535 -0.000212257 0.000414279 -0.000253461 0.000579344 -2.44e-05 0.000268054 -0.000776672 -0.000334729 -0.000403471 0.000765057 -0.000483145 -0.000660711 -0.000492722 -0.00035758 8.80213e-05 -0.000562165 -0.000833124 -0.000852 -0.000876424 -0.000400066 -0.000260449 -0.000417911
internal_weight=0 44.7546 3.64946 43.0065 42.4791 34.0142 13.0977 20.9165 8.46492 1.74803 10.9685 2.87669 6.57703 4.01649 20.6549 10.237 9.58689 1.44337 2.56055 2.26744 8.78084 6.6582 2.09504 4.56316 19.2022 18.9364 18.4787 3.79161 3.2543 2.77038
internal_count=3910 3576 334 3426 3390 2899 441 2458 491 150 371 291 348 176 2433 327 308 144 172 161 280 195 48 147 2403 2390 2382 137 119 95
is_linear=0
shrinkage=0.00117462


Tree=428
num_leaves=31
num_cat=0
split_feature=1 150 0 4 1373 1374 1 16 16 51 131 402 1186 133 42 43 4 13 3 15 43 394 11 51 4 16 2 12 48 13
split_gain=1.27446 1.07865 1.07702 0.850442 0.780023 0.644969 0.61211 0.571067 0.664186 0.636586 0.558051 0.5089 0.52421 0.533993 0.485791 0.74281 0.727738 0.482887 0.473364 0.605158 0.833235 0.456377 0.432496 0.381559 0.376236 0.687646 0.511656 0.373024 0.574903 0.361362
threshold=0.085835000000000009 0.075065000000000007 -0.060094999999999989 0.51224500000000017 0.10700000000000003 -0.094679999999999986 0.12864500000000004 0.070590000000000014 0.67964000000000013 -0.088094999999999993 0.092000000000000012 1.0000000180025095e-35 0.085080000000000003 -0.0056849999999999991 0.092635000000000009 -0.46376499999999993 -0.51381999999999983 -0.052124999999999998 -0.084129999999999996 0.083935000000000023 -0.083094999999999988 -0.35113999999999995 0.088315000000000018 0.077145000000000005 -0.0025899999999999994 -0.014099999999999998 0.079395000000000007 0.085775000000000004 0.084500000000000006 0.11202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 6 5 -3 7 9 -9 -2 -7 12 13 -1 16 -16 -4 -8 21 24 -21 -15 -11 -23 26 27 -20 28 -26 -19
right_child=1 4 14 -5 -6 10 17 8 -10 22 -12 -13 -14 18 15 -17 -18 29 19 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013111598970983642 0.00083591708059110566 -5.9996074640457965e-05 -0.00079234933315120554 0.0012724390589633858 -0.001312011328095545 0.0010793697782569664 0.0011356995503584819 -0.0013618586177309689 0.0011825042690218643 -0.00021185221695128856 -0.00081174524141103851 -0.0014125268577048712 0.00069747943554203167 0.0011634768975229087 0.0011967906235921199 -0.0012601957042729021 0.00063835942570796152 -0.00049855182005806482 0.00099179039020386921 0.0016036913962334794 -0.00039043617938618356 -0.0013152317768482513 -0.0012825583339541808 1.5725824707800351e-05 0.00063614792446982686 0.00057004325620857606 -0.0013851150445700863 -0.0014764407519016966 -0.0014801468053435671 0.00066457984974980535
leaf_weight=1.7264531449764025 1.0727400430478216 1.6959525912534443 0.8727649954380462 0.83471865905448694 0.40897472575306881 4.2959843380376688 1.0827099554007875 1.555453773413318 0.22902196738868941 9.898362384235952 0.32671046582981933 1.4175855958601449 0.64240428037010211 0.19042466580867801 0.31988917291164398 0.95179884682875104 3.3358616409823294 1.2329632855253287 0.20295457541942319 0.71883207216160372 0.94200541276950367 2.263397818605879 0.79286291229073036 0.514347880904097 0.62117555789882029 1.2514496297226367 1.3375687915831802 0.81266953959129762 0.41773065645247698 0.89845240488648404
leaf_count=425 54 28 38 156 15 280 81 241 6 698 29 350 34 2 5 85 124 67 11 23 171 438 27 51 43 84 187 112 17 28
internal_value=0 7.98741e-05 -0.00040562 -0.000101748 0.000554939 0.000675777 -0.000170178 -0.000300009 -0.00103531 -0.000188471 0.000945715 -0.00062342 -0.00052733 -0.000598866 0.000113375 -0.000642148 0.000341666 0.000377095 -0.000466244 -0.000249989 0.000472648 -0.00092557 -0.000291256 -0.00106878 -0.000508452 -0.000228687 -0.00107197 -0.000768535 -0.000214787 -8.2587e-06
internal_weight=0 24.3249 18.5393 17.5973 6.72762 6.31865 16.7626 13.5484 1.78448 11.764 4.62269 13.059 11.6414 10.999 5.48031 1.27169 4.20863 3.21413 9.27256 6.30439 1.66084 2.96817 10.6912 2.77775 4.64355 3.10303 1.54052 1.85158 1.03891 2.13142
internal_count=3910 1710 2200 1358 352 337 1202 1026 247 779 309 1948 1598 1564 252 90 162 176 1139 648 194 491 725 489 454 256 198 172 60 95
is_linear=0
shrinkage=0.00139491


Tree=429
num_leaves=31
num_cat=0
split_feature=12 484 42 1 43 13 42 160 403 43 3 157 3 38 52 403 15 14 474 158 43 4 0 160 160 12 4 2 133 48
split_gain=1.29003 1.00867 1.02957 1.01275 0.839257 0.938788 0.779724 0.740742 0.753473 0.672674 0.723427 0.664207 0.620549 0.792069 0.619217 0.552395 0.991437 0.533623 0.523343 0.501873 0.508951 0.52849 0.582799 0.486969 0.605973 0.654823 0.687999 0.633139 0.532587 0.463817
threshold=0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13026000000000001 -0.044024999999999988 0.18622000000000002 0.09901500000000002 -0.096329999999999985 0.092300000000000007 -0.0092499999999999978 -0.018854999999999997 -0.083874999999999991 0.30601500000000009 0.13790500000000003 -0.092854999999999979 0.03138500000000001 0.085120000000000015 0.082845000000000016 0.084655000000000022 0.085110000000000005 -0.16369999999999998 -0.51381999999999983 -0.06402999999999999 0.099550000000000013 0.031805000000000007 0.084100000000000022 0.15927500000000003 0.092450000000000018 -0.17468499999999998 -0.076334999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 15 6 5 17 7 8 -4 -6 -11 -9 14 29 -12 -3 -17 -1 -16 20 -13 -22 23 24 25 -23 27 28 -27 -14
right_child=1 2 3 -5 9 -7 -8 11 -10 10 12 19 13 -15 18 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00096468815035350341 -0.0012066738344325089 -0.0010625115846202777 -0.0012998372225037551 0.001118507981480641 -0.0011752828854612208 -0.00030415878703578996 -0.00087467974084145888 -0.0012861851728153122 0.001276961952130671 0.0010522755905032347 -0.00093170970355109203 0.0011529431764346612 -0.0010570807570757473 -0.0013458034066574885 -0.00014929499904721191 -0.0012285823824671374 0.00072283364427202525 -0.00092309812438131776 0.00077382626132397692 -0.0011366586113029475 -0.0014013624922079998 0.00080645796201038271 0.00067131489957097642 -0.0013245905253801919 0.00070395884382610087 0.0010108737790892393 0.00023396066289073136 0.00026029145900126143 -0.0013130540546490098 0.001300734806347062
leaf_weight=3.8450041083851856 1.9519267181167403 3.3184990027220982 1.2642264051828593 1.0394770242273796 0.81954134680564195 1.6136086657643316 2.2719321145559652 0.59415168932174012 0.2165374238975345 1.0160167987924111 1.4938435559161032 0.7712520721834214 0.1523369951173662 0.26820635423064221 9.8946700122905735 0.78143285156693287 0.92773499427130446 0.26047195773571719 1.1130950266960997 0.51485247834352854 0.37877462571487264 0.95247484580614017 2.4939459311426315 0.45093235524836917 1.7263648223597554 0.17549497599248143 1.9283886658959088 0.73726539709605265 1.9007189759868173 1.2614725866587839
leaf_count=313 530 661 262 63 43 61 322 131 5 45 108 14 3 6 288 103 62 9 37 50 8 35 114 39 39 9 50 53 309 138
internal_value=0 -0.000326605 -0.000250068 -0.000103191 0.000100978 0.000520712 -0.000180732 -6.89594e-05 -0.000923023 -4.88738e-05 1.18604e-05 3.12151e-05 -6.26677e-05 0.000665187 -0.000160596 -0.000758881 -0.000169355 0.000844918 -5.59498e-05 9.62779e-05 0.000151401 7.95087e-05 0.000133622 -3.67335e-05 4.15254e-05 -0.000159306 -0.000353294 -0.000755804 -0.00111662 0.00104668
internal_weight=0 24.3964 22.4445 17.4168 21.7383 5.71908 16.3773 14.1054 1.48076 16.0192 15.1996 12.6246 14.1836 1.68202 12.5016 5.02767 1.70917 4.10548 11.0078 12.0305 11.5156 10.7444 10.3656 7.87164 7.42071 5.69434 4.74187 2.81348 2.07621 1.41381
internal_count=3910 2859 2329 1503 1051 383 1440 1118 267 668 625 851 580 147 433 826 165 322 325 720 670 656 648 534 495 456 421 371 318 141
is_linear=0
shrinkage=0.00127639


Tree=430
num_leaves=31
num_cat=0
split_feature=0 4 43 1 2 403 0 4 2 3 11 14 0 376 52 160 133 48 48 14 14 10 12 3 16 0 47 0 131 1
split_gain=0.211841 0.338214 0.377982 0.322086 0.358514 0.335121 0.344748 0.437457 0.334078 0.350592 0.453386 0.369023 0.31684 0.271911 0.253992 0.252323 0.267756 0.23047 0.28632 0.326007 0.241815 0.217416 0.224051 0.219307 0.240357 0.307866 0.215487 0.30694 0.327537 0.205406
threshold=-0.017269999999999997 -0.49837999999999999 -0.46376499999999993 1.0000000180025095e-35 0.10393500000000001 -1.0000000180025095e-35 -0.084074999999999997 0.0021050000000000005 1.0000000180025095e-35 0.076695000000000013 0.088315000000000018 0.073890000000000011 -0.11756999999999999 0.048375000000000008 0.11588000000000002 -1.0000000180025095e-35 -0.10870499999999998 0.084500000000000006 -0.09386499999999999 -0.46637499999999993 0.064610000000000015 0.08302000000000001 0.097345000000000015 -0.078884999999999997 -0.055679999999999993 -0.10209999999999998 0.13206500000000002 -0.10303999999999998 0.097135000000000013 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 -7 21 10 11 -10 -9 -4 -3 -8 -17 18 -11 -20 -21 22 23 -5 25 -25 27 -24 -29 -19
right_child=1 14 13 8 -6 6 15 12 9 17 -12 -13 -14 -15 -16 16 -18 29 19 20 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0035125360106742641 0.0023011408228096708 0.0020819594679638716 -0.0035199061830538409 -0.0030723568905610308 -0.0035589696110660441 -0.0029580713740430414 -0.0035140276335754984 -0.0036246935144156364 0.0028203533422553337 -0.002363720428586933 -0.0020118018732507709 -0.0022923939104850712 0.00075556717069647883 0.0012396404283108687 -0.00082788023057496886 -0.0035324993824291831 0.0016594384158087174 -0.0036233087420886783 -0.0026766788159545527 0.0027917245209676017 -0.001343408410956877 0.0033389183097266733 0.0035469589073680446 -0.001982846087966607 -0.0024313485329993069 0.0017290504048032885 -0.0032654301427185793 -0.0032284704725514561 0.0016938983513154946 -0.00032192242349953778
leaf_weight=0.46030651925685084 0.31385681871324778 1.7417343333800084 0.55796001675480533 0.77615271569811817 0.5956682200776412 1.0253611764637787 0.15027878711407527 0.24266118020750571 1.7163621845247692 0.26725566573441017 0.35300023751915421 0.19224618934094895 1.2137360871856797 0.19957133961725049 0.46554622528492462 0.13264501806406759 1.4665011676697743 0.24954157863976467 0.19455658865626868 1.1484641443530561 0.20393755869008612 0.15136700420407567 0.35679582343436766 0.47423204343067482 0.7206914213893455 0.64691224483249221 0.17611943098017935 0.29530543329019554 0.37674519974098075 3.0720015375118237
leaf_count=590 9 229 135 349 303 445 131 27 241 29 55 65 149 18 55 53 186 19 14 132 22 50 15 27 147 98 17 90 35 175
internal_value=0 0.000685175 -0.000928087 -0.000287957 -0.00100158 -0.000676871 -0.000368381 -0.00120705 4.38343e-05 0.000483484 0.00163153 0.00230537 2.57394e-05 -0.00226601 0.00146823 0.000821365 0.00122878 -2.20749e-05 0.000980998 0.00155884 0.00216816 -0.000774481 -0.000937348 -0.0015121 -0.000854602 0.000158958 0.000311393 0.000923678 -0.000469037 -0.00056995
internal_weight=0 3.27867 1.07139 16.6588 5.28716 4.69149 4.23118 2.48176 11.3717 7.39737 2.26161 1.90861 1.4564 0.757531 2.20728 1.74942 1.59915 5.13576 1.81421 1.54696 1.3524 3.97432 3.82295 2.61799 1.84184 1.12114 1.20497 1.02885 0.672051 3.32154
internal_count=3910 446 162 3464 1884 1581 991 621 1580 752 361 306 176 153 284 370 239 391 197 168 154 828 778 621 272 125 157 140 125 194
is_linear=0
shrinkage=0.00349947


Tree=431
num_leaves=31
num_cat=0
split_feature=4 403 11 484 3 1213 160 133 150 52 133 1373 151 151 150 1 159 0 3 3 1 3 4 151 151 150 52 16 13 16
split_gain=0.977976 0.824955 0.735531 0.627197 0.670769 0.632444 0.636043 0.728948 0.840339 0.634307 0.755266 0.620444 0.555645 0.40938 0.402183 0.594201 0.416625 0.399524 0.724694 0.542108 0.511076 0.456943 0.446058 0.442981 0.441866 0.665303 0.797765 0.434193 0.40191 0.508425
threshold=0.27020000000000005 -1.0000000180025095e-35 0.08184000000000001 -0.0043499999999999988 0.10223 -1.0000000180025095e-35 -0.092169999999999988 -0.031394999999999992 -0.22988499999999998 -0.42985499999999993 -0.26719999999999994 0.099250000000000019 -0.27336999999999995 -0.08514999999999999 0.081245000000000026 0.11774500000000002 -0.11345499999999999 -0.077944999999999987 -0.084129999999999996 0.045635000000000002 0.10232500000000001 -0.15327499999999997 -0.07606499999999998 0.079335000000000017 0.056555000000000001 0.082965000000000025 -0.089799999999999977 0.054425000000000008 0.17936000000000002 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 -5 7 -7 -9 -8 -11 17 -2 -1 15 -14 -17 18 20 28 21 -12 -20 24 25 -24 -27 -21 -19 -30
right_child=12 2 -4 5 -6 6 9 8 -10 10 11 -13 14 -15 -16 16 -18 19 22 27 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00058374263626245336 -0.0012188997882412963 -0.0013244381928645755 -0.0012117461452530133 -0.0013821886586693297 0.00029588456157993024 0.00083523630470913135 -0.00097133026416440147 0.00081146190995703309 -0.0013197828001689966 -0.0014105569431658749 0.00083285334243762127 -0.0013853345854256815 -6.8857099771042253e-05 -0.0011143779382636193 0.0014039167672355024 -0.0011443025010881059 0.0012540248345623856 0.00091852029173705122 0.00096907775833426804 0.00099305590348698278 0.00052461898292714649 -0.0011121282324298711 -0.00015613476022915767 0.0010155200180221233 -0.00093895541290108854 -0.00087110526548908726 0.0010787112307200951 -0.00047395809204651198 -0.0010333306427693012 0.0008478542673327989
leaf_weight=0.30055675155017558 0.35378453182056535 1.4860171437903837 1.1565912073710922 0.64185078779702109 0.71188241499476124 0.53695869748480651 1.0431394851184546 0.42497778683900911 1.9375551003031488 0.58763143932448159 0.25864451471716221 0.47421143820974876 2.3094466170296069 2.4280702219111836 0.87628602352924634 0.15090452926233444 1.424861439620144 3.9004738721996146 1.333248768933134 0.50039771478623185 0.63308638241142023 1.8930739180650731 5.2150814773048992 0.94036471052095372 0.81390426354482759 0.49019266362302039 2.0423963747452945 1.5806461020838467 0.50484289578162111 0.58346174797043204
leaf_count=20 20 473 154 231 34 39 211 6 315 127 9 22 119 874 100 7 226 207 23 28 10 203 219 37 14 17 64 59 22 20
internal_value=0 -0.000205096 -0.000138721 -9.52278e-05 -0.000799628 -3.64416e-05 -2.82443e-06 -0.000608317 -0.00093641 7.41941e-05 0.000124334 0.000166951 0.000440663 -0.000927331 0.00056397 0.000374525 0.00102435 0.00020253 6.51141e-05 0.00046726 -0.000559392 -0.000878334 0.000225622 0.000121305 2.30882e-05 0.000124152 0.000701317 -0.000121207 0.000712737 -2.479e-05
internal_weight=0 32.4193 29.6906 28.534 2.1979 26.3361 25.6943 2.89949 2.36253 22.7948 21.7517 21.164 5.11528 2.72863 4.7615 3.88521 1.57577 20.6898 13.62 7.06982 2.7848 2.15172 10.8352 9.50194 8.56157 7.74767 2.53259 2.08104 4.98878 1.0883
internal_count=3910 3438 2544 2390 507 1883 1652 360 321 1292 1081 954 472 894 452 352 233 932 596 336 222 212 374 351 314 300 81 87 249 42
is_linear=0
shrinkage=0.00137255


Tree=432
num_leaves=31
num_cat=0
split_feature=138 482 31 2 1375 3 0 457 1 11 48 48 44 51 3 2 13 12 13 159 3 150 4 15 48 457 474 42 2 43
split_gain=0.196389 0.205036 0.224005 0.204 0.280433 0.264573 0.27407 0.251747 0.226052 0.276136 0.262114 0.358209 0.381126 0.278395 0.260409 0.313124 0.219456 0.344053 0.269185 0.23346 0.228163 0.266365 0.215926 0.431993 0.382411 0.306421 0.20253 0.196927 0.189412 0.187203
threshold=1.0000000180025095e-35 0.10022500000000002 -1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.084925000000000014 -0.12329499999999999 0.68051500000000009 0.10420500000000001 0.08184000000000001 0.12738500000000003 -0.086624999999999994 0.088980000000000017 0.12900500000000004 -0.11266 0.11680500000000001 -0.091229999999999992 0.094045000000000004 -0.083654999999999993 0.085545000000000024 -0.0095549999999999993 0.09202500000000001 0.0057500000000000008 -0.095799999999999982 0.085845000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23141499999999995 0.097940000000000013 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 27 -7 8 9 14 11 -10 26 -12 -5 16 28 18 -18 20 21 -20 24 -24 25 -22 -13 -6 -16 -29
right_child=-2 -3 3 7 5 6 -8 -9 10 -11 13 12 -14 -15 15 -17 17 -19 19 -21 22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.003299101984831505 0.0032615846032453058 -0.0031883029108158469 -0.0033284478920025751 0.0010920905270378224 0.003230580184537638 0.0025494750027832444 -0.0012445330207754594 0.0040229044321905064 -0.0021980660653117719 -0.0032687022295039454 -0.0024773747685837844 -0.0015709869276891728 -0.0031044745527274522 0.00091398606049326999 -0.00037938892401007248 -0.0029984918312069156 -0.0028794231649549732 -0.0032778927837953196 0.0012754311122548136 -0.0025734621974875158 0.0032786182545140015 -0.0030272828999599226 -0.0019740266551984578 0.0029629387530046253 -0.0033326860665574792 -0.0018592550848938463 0.0024013730655494479 -0.00010691990115530733 0.001854249065417484 -0.0013554698133980479
leaf_weight=0.1979498351574972 0.17710878310026501 0.22713482015387754 0.37122787951375347 1.503372264051001 0.12782002025051031 0.55809865129413083 0.30580550062586542 0.16706934629473913 0.26864267478231374 0.30003688912256699 0.46315900271292754 0.14335006500187031 0.15611846582032729 0.54868338606320322 0.72457103100896858 0.4455173467795247 0.37858715000766618 0.43474181129568013 1.8591194865730414 0.34680877758364648 0.22617552115116257 0.16231976146809746 0.34068321704398841 0.39960813714424137 0.58206937473732978 0.25763767612804089 1.8759685907571113 2.1890598755562678 0.86320931673981249 2.8923956039288923
leaf_count=111 31 128 39 116 6 37 37 3 21 82 39 26 10 53 94 155 238 329 374 109 7 25 27 16 37 41 353 469 55 842
internal_value=0 -0.000145892 -0.000109693 -0.00014541 -0.000610609 -0.000444479 0.00120647 9.54368e-05 4.20053e-05 -0.000231489 0.000740355 0.00131114 0.00174449 -0.00063837 -0.000124588 -0.000385107 -0.00020804 -0.00054006 -0.00027864 -4.27693e-05 0.000186529 0.000929927 -0.000645469 0.00069094 -0.00157365 0.000542625 0.00211938 -0.000718272 0.000834946 -0.000817602
internal_weight=0 19.3169 19.0898 18.8919 6.44441 6.07318 0.863904 12.4474 12.2804 8.82446 3.45592 2.44408 2.17544 1.01184 8.52442 7.02105 6.57553 4.98775 4.55301 4.17442 3.82761 2.02144 1.80617 0.740291 1.06588 0.483813 2.01932 5.20928 1.58778 5.08146
internal_count=3910 3879 3751 3640 1430 1391 74 2210 2207 1705 502 410 389 92 1623 1507 1352 1203 874 636 527 399 128 43 85 48 379 1317 149 1311
is_linear=0
shrinkage=0.00322116


Tree=433
num_leaves=31
num_cat=0
split_feature=39 3 1 51 3 1213 15 2 11 4 457 403 42 160 457 3 4 52 52 49 15 3 49 42 151 150 0 0 133 0
split_gain=0.560137 0.557964 0.50008 0.605503 0.491733 0.530262 0.520205 0.524095 0.436091 0.400637 0.384746 0.462565 0.661041 0.460419 0.674246 0.507605 0.454792 0.539172 0.612174 0.571432 0.439372 0.431689 0.727737 0.426873 0.406523 0.489066 0.384145 0.378896 0.355644 0.457759
threshold=0.005105000000000001 0.31335500000000011 0.088010000000000019 -0.40274499999999996 -0.10628499999999998 -1.0000000180025095e-35 0.079360000000000014 0.12330500000000001 0.08184000000000001 -0.48072499999999996 0.082870000000000013 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0015249999999999997 0.084925000000000014 0.074650000000000008 0.06136500000000001 0.085265000000000021 0.14121000000000003 -0.0089749999999999986 0.090325000000000003 -0.080034999999999981 -0.086849999999999997 0.056555000000000001 0.088040000000000021 -0.11756999999999999 0.024745000000000003 -0.10260499999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 27 -4 6 -6 8 -8 9 -1 11 12 -7 15 -15 -14 17 -16 -19 -20 -17 22 -12 -13 25 -23 -18 -2 29 -25
right_child=2 -3 3 -5 5 10 7 -9 -10 -11 21 23 13 14 16 20 26 18 19 -21 -22 24 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.000342479260354734 -0.0014609386619614559 0.0015616119704164602 -0.0019999369177877381 0.0011583705211263388 -0.0019314587059383343 -0.0017721769382591319 -0.0013548381566622289 0.0021311248436719195 -0.00034476224032159875 0.001238630811831455 0.00051708844054205528 0.0012693075868304758 -0.0018401903302198133 -0.0015650429525478182 -0.00079097019866008469 -0.0011422634300844226 -0.0001227275136250222 0.0021538443735944039 -0.00061330282812163022 0.0021985064410428839 0.00071855773009760259 3.9481449300255743e-05 -0.0020444644469478908 -0.0018541635346692629 -0.00045064635781694249 0.0021589589371586531 0.0014639260737734376 0.00079421135805447698 -0.0019521830537673152 0.0016719009045670697
leaf_weight=0.76919272018130858 0.69933411764213704 0.62168844504048948 0.24356236495077599 2.8557318147504707 0.82277140507359092 1.5968094235286212 1.150168316758936 0.18511093035340298 1.6005015371483748 2.5792103875428505 0.95776026090607025 1.000409582396969 1.6352718480629911 1.2409335548291061 3.626442889362778 1.1555025069974361 1.1000016730977225 0.55411271477350998 1.5917592649348078 0.32111349888145913 0.78973640198819328 0.71351278224028669 0.71700369013706133 0.21124181803315867 0.78131916862912465 0.92340255412273109 1.1580594481783917 0.45441545825451612 0.38628505938686342 0.38274695968721062
leaf_count=23 74 123 10 358 534 497 140 4 170 148 39 36 574 122 415 53 42 18 151 4 55 28 70 53 18 37 36 17 41 20
internal_value=0 -0.000240029 0.000507896 0.000910171 -0.000280102 -0.000417453 0.000193449 -0.000871576 0.000480806 0.000875419 -0.000357689 -0.000486823 -0.000603833 -0.000462207 -0.000242587 -0.00105058 -4.60856e-05 -0.000319229 0.000374227 -0.000141285 -0.000386799 0.000170784 -0.000579569 0.000385709 0.000690446 0.0012351 0.000690997 -0.000572726 -0.000516041 0.000417917
internal_weight=0 28.5721 4.25304 3.09929 27.9504 21.6662 6.28418 1.33528 4.9489 3.3484 20.8434 16.7504 14.7697 13.1729 9.59242 3.58051 8.35149 6.09343 2.46699 1.91287 1.94524 4.093 1.67476 1.98068 2.41823 1.63692 2.25806 1.15375 0.980274 0.593989
internal_count=3910 3451 459 368 3328 2843 485 144 341 171 2309 2117 1967 1470 788 682 666 588 173 155 108 192 109 150 83 65 78 91 114 73
is_linear=0
shrinkage=0.00192278


Tree=434
num_leaves=31
num_cat=0
split_feature=1 0 4 150 1373 1374 131 2 132 4 124 43 1446 39 484 48 15 13 13 0 3 130 133 52 52 48 12 43 130 52
split_gain=0.19359 0.303254 0.321493 0.26078 0.347076 0.2744 0.256756 0.243326 0.215613 0.214767 0.210153 0.211035 0.209332 0.214322 0.207772 0.194427 0.222339 0.227111 0.25014 0.224497 0.269101 0.336685 0.189463 0.212691 0.21442 0.268001 0.196442 0.187576 0.245375 0.17735
threshold=0.085990000000000011 -0.084074999999999997 -0.00027999999999999998 0.075065000000000007 0.10700000000000003 -0.094679999999999986 0.092255000000000018 0.079395000000000007 -1.0000000180025095e-35 0.51224500000000017 0.51367000000000018 -0.27619499999999997 0.089150000000000021 0.005105000000000001 -1.0000000180025095e-35 0.086065000000000016 -0.0063699999999999989 -0.5337599999999999 -0.45122499999999993 -0.083424999999999985 -0.11266 0.092690000000000008 -0.088354999999999989 0.16064500000000001 0.14114500000000005 0.08980500000000001 0.091055000000000011 -0.27619499999999997 -0.39032499999999998 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 5 -5 -7 -1 -3 10 11 -2 13 29 -10 16 -16 -18 -19 -20 -21 27 -4 24 25 26 -24 -22 -29 -13
right_child=3 8 22 4 -6 6 -8 -9 14 -11 -12 12 -14 -15 15 -17 17 18 19 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012214824653252196 -0.0033469296103887953 -0.0033165579270617745 -0.0032977739099754582 -0.00015499927827902676 -0.002943212259720984 0.0023480429131537898 -0.0024207708508666302 -0.0028281112674293923 -0.0032810004195069869 0.0027602532989246535 0.0030020315211003257 -0.0032784339281778166 -0.003314800146513894 0.0014353422461905877 -0.0032777321719510166 0.0019046648226662419 -0.0034919256712081436 0.0034283939089273319 0.0023735021693199439 0.0010598327533284718 0.00068375110925046959 0.0025213013338664081 0.0010230305100544497 -0.003369208774693508 0.0035134281099645972 -0.0033722497260581107 -0.0020818571524126592 0.002624320010534636 -0.0029250340350710597 -0.00023625469657589127
leaf_weight=0.1792529734084386 0.23935270417132404 0.19186036820610741 0.21505895967129651 0.92044912755955088 0.22093668743036676 1.7442964361980555 0.12897736241575319 1.320837105718965 0.17393293711938884 0.26229226273426309 0.20640516420826305 0.21139121225860424 0.22671543528849714 0.81887025351170439 0.20210123368451638 0.71783693708130147 0.16475515067577395 0.27175933495163995 0.41820293833734545 1.0505196205922414 0.26462677220115527 0.23149314297188528 1.1182464840676405 0.18893211514659913 0.19334814033936698 0.23111726918432385 0.26887633945443656 0.093523451127113577 0.90429096251318419 5.707969540380871
leaf_count=31 35 146 98 28 15 280 28 740 166 156 7 156 65 146 176 75 3 7 33 48 21 47 127 66 4 37 40 2 342 785
internal_value=0 -0.000482465 -0.00117829 0.00017921 0.000991994 0.0013032 0.0020197 -0.00234421 6.94011e-05 -0.000140127 -0.000242782 -0.000335747 -0.000232267 -0.000128551 0.000213987 0.000354732 4.57862e-05 0.000243389 0.000433659 0.000158958 -0.000205022 -0.00109445 -0.000388882 -7.61722e-05 0.000267261 -0.000120592 0.000421187 -0.00175747 -0.0024049 -0.000344896
internal_weight=0 8.40057 3.71567 10.6877 3.01466 2.79372 1.87327 1.50009 4.6849 7.673 7.4107 7.2043 6.96495 6.73823 4.49304 4.31911 3.60127 3.39917 3.23442 2.96266 2.54445 1.49393 2.21558 2.00052 1.81159 1.61824 1.38712 1.26244 0.997814 5.91936
internal_count=3910 2209 1143 1701 351 336 308 771 1066 1350 1194 1187 1152 1087 920 754 679 503 500 493 460 412 372 274 208 204 167 365 344 941
is_linear=0
shrinkage=0.00326149


Tree=435
num_leaves=31
num_cat=0
split_feature=403 151 484 1213 129 1365 1456 133 52 160 151 1373 455 49 42 40 123 1456 1 14 133 47 147 48 1 3 12 15 151 133
split_gain=0.196956 0.242398 0.252054 0.212627 0.205913 0.21224 0.221428 0.21734 0.247248 0.223854 0.216094 0.211525 0.199421 0.189592 0.184351 0.25235 0.241194 0.255753 0.238311 0.202358 0.210226 0.183593 0.187287 0.181626 0.26805 0.218486 0.201326 0.182982 0.306762 0.286954
threshold=-1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.42985499999999993 -0.40446999999999994 -0.035524999999999994 0.11103 0.10340500000000001 -0.51429499999999984 -0.11403999999999999 0.057150000000000006 1.0000000180025095e-35 0.075285000000000005 0.12864500000000004 0.088250000000000009 -0.088724999999999984 0.11603500000000001 0.088565000000000019 0.12675000000000003 0.10386500000000001 0.12991000000000003 0.10297500000000001 0.083935000000000023 0.056555000000000001 0.098810000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 10 -8 -9 -10 -6 12 13 -11 15 -15 17 18 21 20 -18 22 23 24 26 -26 27 28 29 -16
right_child=3 2 -4 4 5 -7 7 8 9 11 -12 -13 -14 14 16 -17 19 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020369798323748756 -0.0035319155004031669 -0.0032796363600032354 0.00082483557853554022 -0.003569669390715036 0.0011136807296140744 -0.0024225596910103422 -0.0020428161599725879 -0.0024378650823360477 -0.0023541662127842876 -0.0036019591647628323 -0.0035517372181331571 -0.0033617436138181833 -0.0031189205762749343 -0.0022608311509494244 0.000667545701564685 0.0025058005782219507 -0.0028035643637807908 -0.0028627640838987177 0.0023715803617421292 -0.003600621076405546 0.0035161684706839355 -0.0021579228861077358 0.0029703710029887996 -0.0020848463283591216 0.0024030249797203584 -0.00039055451252920884 -0.0020673946144055652 0.0013705548529021193 -0.0018948085855223476 -0.002238504693045441
leaf_weight=0.19863419266766869 0.21121089596272824 0.72690868883364845 0.24927024313365109 0.19555829781166423 0.18204171767865773 0.41491100513667234 0.51639756195800934 0.40428969953064609 0.3694735097669789 0.13730372604914265 0.38086262719299391 0.1810422455309898 0.18963481602259058 0.58036511537648117 4.8492777286155029 0.18069201800972223 0.071798959979787469 0.26982342698465878 0.87839504038856908 0.063279883936047554 0.72173894982552234 0.3211456866119996 0.38095670446637164 0.33771596523001868 1.4483430231921381 0.45690349198412139 0.43362868373515073 1.8419979549944399 0.82407354511087749 0.46168329706415523
leaf_count=25 243 845 60 49 39 73 189 267 195 10 283 19 27 89 378 5 6 164 171 5 263 30 79 13 106 44 42 116 57 18
internal_value=0 -0.00150984 -0.00223155 -1.94984e-05 2.39022e-05 6.54907e-05 0.000128121 0.000204886 0.000280239 0.000353503 -0.00204295 0.000421885 0.000469294 0.000517014 0.000557062 -0.00112913 0.000653111 0.000529228 0.000604039 0.00246099 0.00294436 0.000467315 0.000543719 0.000456945 0.000540157 0.00173309 0.000269925 0.000396981 0.000104673 0.000414922
internal_weight=0 1.17481 0.976179 17.3045 17.0933 16.8978 16.4829 15.92 15.4036 14.9993 0.562904 14.6298 14.4488 14.2591 14.1218 0.761057 13.3608 12.5039 12.2341 0.856818 0.793538 11.3557 11.0346 10.6536 10.3159 1.90525 8.41066 7.97703 6.13503 5.31096
internal_count=3910 930 905 2980 2737 2688 2615 2293 2104 1837 322 1642 1623 1596 1586 94 1492 1218 1054 274 269 883 853 774 761 150 611 569 453 396
is_linear=0
shrinkage=0.00352226


Tree=436
num_leaves=31
num_cat=0
split_feature=4 12 15 48 50 49 3 3 0 147 14 4 4 49 159 52 128 12 1186 1 3 12 43 0 130 160 160 453 39 0
split_gain=1.04404 0.930907 0.757834 0.650221 0.561662 0.559707 0.737197 0.479646 0.640855 0.47593 0.497405 0.611663 0.78218 0.487128 0.526448 0.46931 0.445094 0.575722 0.509072 0.474764 0.441356 0.823515 0.877314 0.614199 0.425256 0.438433 0.549499 0.393956 0.386547 0.352505
threshold=0.28937500000000005 0.084100000000000022 0.085450000000000012 0.11930500000000001 0.14390500000000003 -0.22390499999999999 0.10666500000000002 -0.088024999999999978 -0.077944999999999987 0.088565000000000019 0.077685000000000018 -0.0010999999999999996 -0.49837999999999999 -0.085974999999999982 -0.030694999999999997 -0.15154999999999999 0.11581500000000002 0.087215000000000015 0.085080000000000003 0.10080500000000002 -0.078884999999999997 0.090480000000000019 -0.074254999999999988 -0.070894999999999986 -0.45984999999999993 0.084835000000000008 0.088095000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 27 -3 7 8 16 10 11 12 -1 -14 -15 -10 17 18 19 -7 24 29 23 -23 -9 -26 -27 -2 -13 -22
right_child=3 5 -4 -5 -6 6 -8 20 15 -11 -12 28 13 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00058229974705395861 0.00093943102021521938 0.00036441166153964395 -0.00095257189625590633 -0.00067244318311837485 -0.001374561887336195 -0.0010586336555515714 0.00044564018577557214 0.00087049355927802598 -0.0013420877837347659 0.0012771213382919574 -0.0012581802010284149 -0.0011710858466129376 -0.00054671882995494415 -0.0010226869264574271 0.00075161714670042568 0.00034592647981632787 0.0013824255835755506 -0.0013211591633341285 0.0014740620329153071 0.0014017498449954244 -0.0013403845880057021 -0.0010105384600435597 -0.0013609956180966993 0.00068397100659189599 -0.0013459869129136773 0.00081258761153268043 -0.0013664171735669618 -0.00088578139246319354 -7.7205152439018579e-05 0.00096039363075157741
leaf_weight=1.299928003747487 3.412994115264155 1.5423763068392897 1.2879350606817741 0.71549378521740425 0.21581647591665376 0.7291414926294244 1.408575823297723 0.19395456090569574 0.32495137164369259 0.58670504065230389 0.48794656014069993 0.61823489097878326 0.6521128589520292 0.31025725021027373 5.7164009703555987 2.6835042492020902 0.17035060777561728 1.6868264208897015 0.27344489010283723 0.17024585232138634 0.13673729519359767 0.64272353239357471 1.9103986416012049 0.90857634303392842 3.429978055821266 0.41243180353194464 0.40235899231629446 0.22162203676998604 7.0670020164689058 0.81968979135853892
leaf_count=86 371 46 137 38 9 137 27 3 108 32 32 34 42 19 338 126 8 287 6 5 21 89 472 64 942 7 99 8 252 65
internal_value=0 -0.000184633 2.79966e-05 0.000488878 0.000704677 -0.000399409 -0.000471668 -0.000558413 -0.000270112 0.000103446 6.08127e-05 0.000101901 0.000359179 0.000542424 0.000660275 0.0001636 -0.000700739 -0.000824834 -0.000110994 -0.000592905 -0.000754973 -0.000458148 -0.000759194 -1.80861e-05 -0.00105042 -0.00113819 -0.000263446 0.000828138 -0.000165202 0.000631459
internal_weight=0 35.8728 18.0265 4.56593 3.85043 17.8463 16.3039 14.8953 6.03846 16.7386 16.1519 15.6639 7.9787 6.67877 6.02666 3.00846 3.03001 2.85966 1.17283 0.899387 8.85685 4.41813 3.4617 1.5513 4.43872 4.24477 0.814791 3.63462 7.68524 0.956427
internal_count=3910 3484 972 426 388 2512 2466 2439 677 835 803 771 485 399 357 234 443 435 148 142 1762 711 625 153 1051 1048 106 379 286 86
is_linear=0
shrinkage=0.00132658


Tree=437
num_leaves=31
num_cat=0
split_feature=158 9 401 1338 1348 52 2 133 403 484 159 1429 41 4 15 15 128 457 48 150 484 33 9 15 151 4 151 15 49 43
split_gain=0.181162 0.190453 0.181752 0.183358 0.197477 0.224444 0.215873 0.249813 0.238992 0.247773 0.222747 0.217394 0.214012 0.254817 0.326278 0.28513 0.242707 0.25823 0.25299 0.299337 0.205374 0.201739 0.246527 0.235189 0.207158 0.245362 0.288186 0.375076 0.219001 0.227978
threshold=0.11034000000000001 -0.016839999999999997 0.10711000000000001 1.0000000180025095e-35 0.084895000000000012 0.18936500000000003 0.10274500000000002 -0.26719999999999994 -0.092224999999999988 -0.0043499999999999988 0.087360000000000007 -1.0000000180025095e-35 0.080335000000000018 0.27020000000000005 -0.11739999999999999 -0.106555 0.086435000000000012 -0.0015249999999999997 0.095090000000000022 0.11247500000000001 0.087495000000000017 -0.007134999999999999 0.091370000000000021 -0.098459999999999978 -0.096544999999999978 0.15927500000000003 0.056555000000000001 -0.091024999999999981 -0.084934999999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9 -10 -8 -12 13 14 -11 -16 17 -17 19 20 21 -19 23 -23 -25 26 27 -26 -29 -30
right_child=-2 2 -4 -5 -6 -7 10 8 9 12 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0029998598421700296 -0.0025064900461003142 -0.0029719745495620639 -0.0029156126591917673 -0.002849269319284363 0.0022751866891319774 -0.0013399812590075117 0.00023256932396993694 -0.0027530843189712455 -0.0023518463902101831 -0.0022905843110448752 -0.0013240359958595267 0.0024608185843431924 -0.0020106402584688177 0.0028606673515522017 0.0023129001000790168 -0.002138320920064051 -0.0029995543357519308 -0.0026490494496064195 0.0022072381920905043 -0.0032010804374792948 -0.0022918325182985206 -0.0024016623018154408 0.0037915950968279459 -0.0022973632060278421 0.002535125617281214 0.0027163743024572859 -0.0023266213213274669 -0.0028937870645603493 0.0011609408802003222 -0.00021390742008684416
leaf_weight=0.17359270497400459 0.26311741343670192 0.27323834866548047 0.19297726432705431 0.19953806686680664 0.31557914661243458 1.1101396456651844 3.9758101886473005 0.29127453865658814 0.39069956764433911 0.49173389512726373 0.15679671196267009 0.77586392080411304 0.4242651594977368 0.28239868569653559 0.50023493031040622 0.41454815561883318 0.22064288257388476 0.193328534776814 0.5222528687736484 0.22938486805651326 0.27280547666305199 0.26644785841927543 0.17811073455959547 0.23332435209886249 0.69085305562476307 0.40671607945114363 0.32378960290225212 0.18674261681735593 1.7564485874172593 2.5296399746511549
leaf_count=118 167 153 167 24 67 442 628 369 312 75 5 164 54 64 15 86 82 21 31 23 88 17 2 40 43 12 17 20 156 448
internal_value=0 -5.60862e-05 -8.58797e-05 -5.48749e-05 -2.28537e-05 -6.52701e-05 2.32441e-05 -0.000203513 -0.000133508 -6.0939e-05 0.000535056 0.00182452 2.74733e-05 0.000116623 3.43343e-05 0.000162425 3.47406e-05 0.000116343 0.000236328 9.46974e-05 0.000202111 0.000302676 0.000389506 0.000294737 0.000411987 0.000519238 0.000356392 0.000524631 0.000214099 0.000349508
internal_weight=0 17.9792 17.8056 17.6126 17.4131 17.0975 15.9874 11.0789 10.8056 10.5144 4.90847 0.932661 10.1237 9.6994 9.417 8.92527 8.42504 8.20439 7.78984 7.26759 7.03821 6.7654 6.57207 6.39396 6.12751 5.89419 5.48747 5.16368 4.47283 4.28609
internal_count=3910 3743 3625 3458 3434 3367 2925 2128 1975 1606 797 169 1294 1240 1176 1101 1086 1004 918 887 864 776 755 753 736 696 684 667 624 604
is_linear=0
shrinkage=0.00293173


Tree=438
num_leaves=31
num_cat=0
split_feature=1 52 50 158 1212 401 0 129 454 14 123 3 2 0 49 129 48 160 3 50 16 1374 48 2 44 48 50 0 47 41
split_gain=1.18435 0.680694 0.640861 0.676169 0.595574 0.576055 0.575622 0.530875 0.507365 0.530121 0.526326 0.619946 0.588374 0.569216 1.05702 0.600547 0.572864 0.647839 0.599445 0.593094 0.592767 0.514333 0.479919 0.670302 0.785211 0.761844 0.725897 0.520889 0.465086 0.457037
threshold=0.10113500000000002 -0.42985499999999993 0.088425000000000017 0.084965000000000027 -0.50114499999999984 0.083100000000000021 -1.0000000180025095e-35 0.093990000000000004 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.11266 0.11462500000000002 -0.10071499999999999 -0.085974999999999982 0.092795000000000016 0.086870000000000017 0.085545000000000024 0.10666500000000002 0.086210000000000023 0.24895000000000003 -0.094679999999999986 0.12675000000000003 0.10274500000000002 0.088980000000000017 -0.086624999999999994 0.11901000000000002 -0.16128999999999996 0.078345000000000012 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 7 22 8 -1 10 11 -10 13 14 -13 16 18 20 19 -15 -18 -16 23 29 25 -25 -27 -24 -23 -3
right_child=1 6 4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 15 21 -17 17 -19 -20 -21 -22 28 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0014317639176038293 -0.0013621419040756968 4.7920532669042828e-05 0.0011603821153924668 -0.0010345443647527066 -0.0012447160880562304 -0.0012456767571846733 0.0011946712276923882 -0.0013876396546382292 0.00042917696206932674 -0.0013852932055027477 0.00094161972489502908 -0.0013969278012221904 -0.00140808014133247 -0.00084147787218237177 -0.00039091911790138526 0.0015406821124607001 -0.001403880951848375 0.0011845606614638304 0.00041659893969856198 0.0012550775446243856 0.00077530781730740777 0.00082254048707242468 -0.0011178587574474884 -0.00072569442713766512 -0.0012959832618937043 0.0010952504923741643 -0.00074406473754646185 0.00019519222935419494 -0.00024023436340193783 -0.0014489472562993421
leaf_weight=0.50029782939238288 0.49383011198369686 4.4025118123972771 0.20816982956603203 1.7549913598923002 1.8824589415453363 0.86524657910922442 1.0821174216689531 0.58862317173043166 3.6659525948343967 0.53308396507054467 0.98168161604553361 0.69101493526250113 0.68670546921202991 5.654960443556746 1.2531305029988287 0.29498634603805918 0.53645891614723928 0.78306616435293108 0.92695294250734139 0.25679952383507032 0.39424392988439649 3.4177097224164905 1.0065111960284414 0.57204014551825544 0.36793209146708239 4.2100634954404113 0.43057446461170901 1.2127299541607488 0.96024832996772591 0.40555614698678244
leaf_count=51 115 267 9 281 547 224 133 108 119 55 62 39 97 1031 16 5 91 18 26 10 17 84 31 22 13 322 14 62 33 8
internal_value=0 0.000194148 -0.000287885 -0.000227281 -0.00100523 -0.00016566 0.000250287 -0.000123426 -8.88741e-05 -5.69377e-05 -2.24017e-05 -7.08778e-05 -0.00018649 -0.00013119 0.000178002 -0.000352129 -0.000417414 0.000280158 -0.000592224 -0.000750406 -0.000480781 0.000371269 0.000169232 0.000290901 0.000609026 0.00074349 0.000924592 -0.000400327 0.000589435 -7.83389e-05
internal_weight=0 14.1839 26.8368 24.7462 2.09063 22.9912 13.69 22.1259 21.5373 21.037 20.5039 19.5222 15.8563 15.1696 6.3221 8.84747 8.55248 1.71377 6.83871 5.91176 0.930703 5.63109 12.6079 10.3887 5.58061 5.21268 4.64064 2.21924 4.37796 4.80807
internal_count=3910 987 2923 2367 556 2086 872 1862 1754 1703 1648 1586 1467 1370 172 1198 1193 126 1067 1041 108 133 739 646 371 358 336 93 117 275
is_linear=0
shrinkage=0.00134927


Tree=439
num_leaves=31
num_cat=0
split_feature=39 3 1 51 457 3 13 15 11 1 38 0 1375 1 151 122 0 4 2 1186 1186 16 133 394 0 4 4 3 43 158
split_gain=1.04094 1.08142 0.914013 1.01588 0.628321 0.602559 0.504852 0.473381 0.54974 0.548396 0.436456 0.410395 0.402713 0.738971 0.45334 0.40261 0.391527 0.390664 0.337252 0.331247 0.690008 0.327802 0.28595 0.331176 0.278663 0.401383 0.746088 0.641854 0.283023 0.393252
threshold=0.005105000000000001 0.31335500000000011 0.088010000000000019 -0.40274499999999996 0.081330000000000013 -0.10628499999999998 -0.094679999999999986 0.079360000000000014 0.08184000000000001 0.076710000000000014 0.13584500000000002 0.12007500000000002 -0.43271999999999994 0.088385000000000005 -0.083919999999999981 0.089350000000000013 -0.084304999999999977 0.15927500000000003 0.11891500000000001 0.083980000000000013 0.091570000000000026 -0.40374499999999997 -1.0000000180025095e-35 -0.41990499999999992 -0.053834999999999994 -0.082509999999999986 -0.08422499999999998 -0.078669999999999976 -0.074254999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 7 16 8 9 -1 15 -2 -6 14 -14 -5 17 -7 -9 22 -21 -10 -8 -24 25 26 -25 -27 29 -29
right_child=2 -3 3 10 12 6 19 18 21 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=-0.00017328717518095657 -0.0014917568060899928 0.0013814481189733518 -0.0017985721571193596 0.0013075620576389218 -0.00096650844499309655 -0.0014167019162490654 -0.0015509661324379651 -0.001469926669330047 8.7013046094688354e-06 0.0013335830926275924 -0.0016604591247641614 0.00051969959628107127 -0.0011860699112320608 0.00089118016820631898 0.00027115171788697325 -0.000782351801642313 0.00040665463211797331 -6.2201598074856359e-05 0.00058861858312918758 0.00089084778310699467 -0.001725666469160114 -0.0014251197339974746 0.0013653404254265083 -0.00086637900357423229 -0.0015511159195660091 -0.0016510878940970894 0.0016351108692749679 0.00023852336302436031 -0.00093951964069590073 -0.0016796215387646812
leaf_weight=1.8035175973782309 1.0544535702792917 0.71295459935208683 0.42339675035327662 2.6403880960424444 1.3577851748559622 1.1920839917147539 2.975536494690469 1.308116386644542 0.79696771549060896 1.069009273080155 0.16772050503641356 0.38474074145779003 1.310618895688094 1.782714284956455 1.0839942640159272 0.28369002230465401 1.2577441565226788 1.175051671802066 0.26617558207362879 0.69643028930295148 0.46852893260074779 0.99801063939230539 0.16470488533378791 1.1342728897579943 2.2581254643155075 3.2505873678019297 0.46809304889757619 1.366653418575879 6.1012678950792134 0.37951760983560223
leaf_count=59 77 123 10 341 19 98 730 137 44 81 5 14 93 91 34 12 39 54 6 34 39 119 2 123 186 734 34 118 409 45
internal_value=0 -0.000650876 0.000165002 0.000623158 -0.000692674 -0.000790505 -0.00091571 -0.000331383 -6.47592e-05 0.000387494 0.000954795 -0.000954033 -0.000177801 7.85576e-05 -0.000526414 0.0011048 -0.000344963 -0.000744325 -0.00112188 -0.00102311 -0.000161475 -0.000788505 -0.00107857 -0.000985623 -0.00101151 -0.000915567 -0.000135628 -0.00102818 -0.000770153 -0.000178372
internal_weight=0 35.3785 4.95439 3.5152 34.6655 29.1304 22.8886 6.2418 4.66751 2.87253 3.0918 1.43919 5.53511 4.17733 2.39461 2.92408 3.62488 2.36714 1.57429 19.2637 1.16496 1.79498 18.0988 15.1232 14.9585 12.7004 1.60237 11.098 7.84744 1.74617
internal_count=3910 3451 459 368 3328 3091 2645 446 303 140 358 91 237 218 127 353 191 152 143 2454 73 163 2381 1651 1649 1463 157 1306 572 163
is_linear=0
shrinkage=0.00166705


Tree=440
num_leaves=31
num_cat=0
split_feature=1 12 40 50 1212 147 401 158 129 3 15 2 3 129 0 39 49 43 15 3 0 160 3 48 50 2 48 394 394 15
split_gain=1.41223 0.748369 0.870195 0.714735 0.622832 0.603909 0.594434 0.587221 0.572789 0.577226 0.568998 0.549254 0.688703 0.543242 0.598821 0.938609 0.735861 0.726258 0.55081 0.704952 0.709082 0.563488 0.525509 0.503541 0.857018 1.16813 0.503351 0.609864 0.667822 0.47998
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.088425000000000017 -0.50114499999999984 0.089090000000000016 0.083100000000000021 0.084965000000000027 0.093990000000000004 -0.11266 0.035895000000000003 0.11462500000000002 0.11476000000000001 0.092795000000000016 -0.10071499999999999 0.005105000000000001 -0.085974999999999982 -0.083094999999999988 0.041585000000000004 -0.084129999999999996 -0.07773999999999999 0.086620000000000016 0.31335500000000011 0.11930500000000001 0.11515000000000002 0.11500500000000001 0.099240000000000009 -0.082514999999999991 -0.083659999999999984 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 22 7 8 9 10 -1 12 13 14 16 17 -11 18 21 20 -20 -16 23 24 25 -3 27 28 -19 -23
right_child=1 5 -4 4 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 15 -17 -18 26 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055802005876930399 0.0010880837612491524 -6.5620833449216243e-05 -0.0013221999092745498 0.001208149991899835 -0.0011749254351876605 0.00088229445375107712 -0.0011831697297021444 -0.00093330609160458097 -0.0013091247588102248 -0.0010669003038347846 -0.00056174112450813832 -0.0011072284156175987 0.00067735878036559514 0.0013332035398211275 -0.001241162359513261 0.00092568427083523734 0.00015879981455250422 -0.0012882342052615852 -0.0013000192581233327 0.0012505612794520885 0.00079021847936476238 0.0011605958061296289 0.0012874614918581215 -0.00060806055661861611 -0.0013153089212280275 0.0012057605869918869 0.00054420849348317351 -0.0012451543391999195 0.0015046556491195454 -0.00091001151355482644
leaf_weight=3.2191256890073516 2.153099572868086 6.399345455691213 0.27156041748821724 0.19237654632888768 2.1476557507412499 1.2597981337457884 1.0496084301848885 1.6818400088232 0.6754713678965335 0.90373671241104592 0.94503742491360743 1.0557068476336997 1.4356548581272353 0.34630652307532628 1.1147968837758706 0.69473987747915167 6.1865754091413896 0.26171904569491744 0.57941920938901592 0.75145058403722931 0.47586037195287634 0.38698541920166463 0.4583984315395363 2.4343646625056872 0.68422877276316274 1.4219411720987407 0.33932945609558363 3.7361499737598489 0.29118224815467808 0.33733799995388825
leaf_count=101 301 297 8 9 547 82 236 269 108 47 51 105 32 7 173 32 170 76 79 24 17 14 56 80 53 110 29 750 5 42
internal_value=0 0.000172366 0.000818133 -0.000306862 -0.00097901 4.86693e-05 -0.000247437 -0.000208798 -0.000157464 -0.000123731 0.000303895 -0.000217963 -0.000165343 -0.000239088 -0.000272994 -0.000490838 2.57112e-06 -0.000609775 -0.000186233 0.000311343 -0.000357462 -0.000675047 -4.34673e-05 -9.92354e-05 4.63955e-05 0.000165521 -0.000943406 -0.0010611 0.000182625 0.000196255
internal_weight=0 15.0827 2.42466 28.8081 2.34003 12.6581 26.468 25.4184 23.7366 23.0611 4.16416 18.897 17.8412 16.4056 16.0593 8.96897 7.09031 8.27423 3.64585 1.80673 1.05528 1.83912 11.3983 10.9399 8.50552 7.82129 4.62838 4.28905 0.552901 0.724323
internal_count=3910 987 309 2923 556 678 2367 2131 1862 1754 152 1602 1497 1465 1458 1241 217 1209 349 120 96 229 596 540 460 407 860 831 81 56
is_linear=0
shrinkage=0.00126882


Tree=441
num_leaves=31
num_cat=0
split_feature=39 3 457 484 3 1 51 15 2 0 1213 403 42 160 457 150 52 4 0 49 49 42 133 0 1375 1 49 0 124 42
split_gain=0.605706 0.606296 0.551545 0.565165 0.544439 0.509636 0.565053 0.487343 0.616084 0.451323 0.422339 0.423228 0.639136 0.403907 0.565098 0.477855 0.383842 0.397244 0.482476 0.389407 0.419276 0.381208 0.409332 0.447858 0.362944 0.446375 0.400456 0.42067 0.360557 0.35404
threshold=0.005105000000000001 0.31335500000000011 0.081330000000000013 -1.0000000180025095e-35 -0.10628499999999998 0.088010000000000019 -0.40274499999999996 0.079360000000000014 0.12330500000000001 0.12007500000000002 -1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 -0.083654999999999993 -0.0015249999999999997 -1.0000000180025095e-35 0.13709500000000002 0.074650000000000008 -0.11756999999999999 0.0052300000000000011 -0.085974999999999982 -0.086849999999999997 -0.10260499999999999 -0.084304999999999977 -0.43271999999999994 0.088385000000000005 -0.075429999999999983 -0.089879999999999974 -0.52484999999999993 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 9 -7 -5 -9 -2 -6 12 -12 15 -15 -14 17 19 -19 20 -16 -13 23 -23 -4 26 27 -26 -8 -22
right_child=5 -3 24 4 10 6 28 8 -10 -11 11 21 13 14 16 -17 -18 18 -20 -21 29 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013324865278627181 -0.0013159334410757864 0.0013962736914857579 -0.00057299669603307947 0.00046383422301029891 -0.0016645800210318127 -0.0017234560329617028 -0.0014422341608040636 -0.0013198699369525507 0.0018533693951613374 0.00094124837473167082 -0.0015287992555779546 0.001032261774407591 0.00054595543534457873 -0.0013133601279667448 -0.0017082034702103242 -0.0015325045803724299 0.0010680498459578682 -0.00033474596067107829 0.0012810479033690714 -0.0015062259550197288 7.8304415854612967e-05 -0.0015944961284880496 -0.0016843052619265107 0.0015081800933313435 -0.00058362134081863285 0.0011561808311246436 -0.0012377921658584777 0.0013438992194945009 0.0011804051016858995 -0.0017033766516530676
leaf_weight=1.5268454613688067 0.68130248965462559 0.62809750816086207 1.0570671820314599 3.9059281040390621 0.7397929242288378 0.2204301704186945 0.15245316270738873 0.95341674715746172 0.20400148630142212 0.37845164490863681 1.4501399017754089 1.0253990263445305 0.38819433108437795 1.1396555978572092 0.47563146590255545 1.3976561414601789 0.74308789672795672 1.054704556707293 0.97843213495798398 0.77215740046813142 3.8036396161768931 0.19064168148906913 0.40708651579916544 0.38751058041816577 0.56647546566091478 1.6594666318269444 0.53486700047505964 0.68950034398585536 2.5891037307446827 0.33315640670480196
leaf_count=561 77 123 19 264 505 10 6 119 4 14 450 36 16 88 30 322 32 37 31 133 226 47 40 16 30 91 76 21 352 134
internal_value=0 -0.000212947 -0.000251255 -0.000360018 -0.000287055 0.000476432 0.000829314 0.000183951 -0.000760569 -0.000509865 -0.000443062 -0.000380942 -0.000494149 -0.000358812 -0.000220197 -0.00108071 -6.75365e-05 -0.000181297 0.000442843 -0.000416962 -0.000234611 0.000324912 -0.00041127 0.000485094 0.000276637 0.000536938 -3.68778e-05 0.000474541 0.00103456 -6.51831e-05
internal_weight=0 27.0126 26.3845 21.8771 20.3502 4.02174 2.96199 5.06335 1.15742 1.05975 15.2869 14.5471 12.5365 11.0863 9.30047 1.78585 8.16081 7.41772 2.03314 5.38458 4.61243 2.01064 0.985239 0.578152 4.50738 3.45031 1.79084 1.25598 2.74156 4.1368
internal_count=3910 3451 3328 3091 2530 459 368 387 123 91 2143 1638 1499 1049 711 338 623 591 68 523 390 139 103 63 237 218 127 51 358 360
is_linear=0
shrinkage=0.00165728


Tree=442
num_leaves=31
num_cat=0
split_feature=1 150 15 0 4 52 42 403 51 0 4 4 15 48 50 0 13 133 4 52 1375 1374 16 16 16 47 43 149 48 2
split_gain=1.28152 0.896037 0.773419 0.755293 0.800077 0.734055 0.60865 0.5812 0.571279 0.841095 0.639183 0.573921 0.544858 0.534191 0.532553 0.459046 0.456689 0.500263 0.813631 0.434056 0.408796 0.456378 0.383514 0.4796 0.38717 0.371981 0.461197 0.371721 0.371514 0.364618
threshold=0.094485000000000013 0.077110000000000012 -0.24219999999999997 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 0.092635000000000009 -1.0000000180025095e-35 0.08955500000000001 -0.23029999999999998 -0.076329999999999995 0.0066400000000000009 0.090505000000000016 0.084260000000000015 0.11843500000000001 -0.08317999999999999 0.025140000000000006 -0.090054999999999982 -0.077889999999999987 -0.42985499999999993 -0.43271999999999994 0.087855000000000016 -0.014099999999999998 0.070590000000000014 -0.50763499999999995 0.09550500000000002 -0.082484999999999989 0.099660000000000012 0.086935000000000012 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 7 5 -5 -6 -1 9 -9 12 13 16 -12 -2 28 17 18 -11 -4 -3 27 24 -24 -13 26 -26 -22 -15 -19
right_child=1 20 19 4 6 -7 -8 8 -10 10 11 22 -14 15 -16 -17 -18 29 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0009930247455829449 0.00073741007467386873 -0.00055198528831739693 -0.0011817547513577082 -0.0011170276378433585 0.00056318637042125381 0.00031768088126362922 -0.00083127431912042866 0.00065895423853133575 -0.0010329699911166327 -0.0011900091774825754 -0.0011000136862599999 0.00024307325635120221 -0.0011881545696832108 -0.00012750620555510833 -0.00060436986934132874 0.00057876794647896584 -0.001191609168127007 -2.4296161437558528e-05 0.0011307672494872388 -0.00012331821701719732 0.00098696533792737794 -0.00075352484624251832 0.0011969667709263384 -0.00078440336524125199 1.3099976367514668e-05 0.00052495405803289533 -0.0011019626388031503 -0.00048929665405092178 -0.0012123775902610221 0.00097386137979581439
leaf_weight=2.1291431123390856 2.3737764898687614 0.36862997640855644 0.56425653281621713 1.1946699029067533 3.3166727046482261 0.82961155485827465 0.49370957491919387 1.2199080100981579 1.4956704544019874 0.60470487619750302 3.0206843999912856 1.0506421671016144 0.43569805042352516 0.90678043395746522 0.48993818508461107 0.55419849441386748 0.29501987271942187 0.76354298403021426 0.31566939305048458 9.2893314448883739 2.9160351661266759 0.25752667943015684 0.51278440596070129 0.24925287446239963 0.73510055488441217 0.35562338319141407 1.6576062937383538 0.25462296395562578 0.83012654673075303 1.4693520397995596
leaf_count=805 262 6 137 80 122 19 75 39 187 104 617 50 82 32 24 17 36 30 10 492 228 14 14 70 33 13 130 24 101 57
internal_value=0 0.000120981 -2.81517e-05 -0.000301564 6.62539e-05 -0.000529041 0.000382507 -0.000416936 -0.000342473 -0.000273516 -0.000356204 -0.00051462 4.64763e-05 -0.000776403 0.000507852 -0.000349741 0.000202474 0.000332905 -0.000394031 -0.000183929 0.000620496 0.000746572 -0.000209745 0.000548885 -0.000361919 -0.000593198 -0.000759387 0.000868413 -0.000646003 0.000632539
internal_weight=0 16.5141 12.7173 24.4362 5.83466 2.02428 3.81038 18.6015 16.4724 14.9767 13.7568 9.8728 3.88399 5.31179 2.86371 2.29111 3.44829 3.15327 0.920374 9.85359 3.79681 3.42818 4.56101 0.762037 3.79897 2.74833 2.39271 3.17066 1.73691 2.2329
internal_count=3910 1187 915 2723 296 99 197 2427 1622 1435 1396 1077 319 767 286 150 237 201 114 629 272 266 310 84 226 176 163 252 133 87
is_linear=0
shrinkage=0.00117172


Tree=443
num_leaves=31
num_cat=0
split_feature=1 52 484 52 0 42 51 42 15 43 39 48 50 2 48 38 51 133 0 457 16 33 4 51 3 3 1 3 43 16
split_gain=0.827532 0.581106 0.517819 0.513382 0.473098 0.461901 0.525812 0.463604 0.524325 0.432233 0.50219 0.588665 0.732193 0.54802 0.725533 0.509535 0.538937 0.402681 0.464324 0.399823 0.36419 0.382674 0.356248 0.529466 0.467668 0.345558 0.334388 0.69821 0.665223 0.57367
threshold=0.10113500000000002 -0.42985499999999993 -0.0043499999999999988 0.18936500000000003 -0.017269999999999997 -1.0000000180025095e-35 -0.10748999999999999 -0.087904999999999983 -1.0000000180025095e-35 -0.27619499999999997 0.005105000000000001 0.11930500000000001 0.11551000000000002 0.10274500000000002 -0.086624999999999994 0.13905500000000001 -0.40274499999999996 0.13493500000000003 -0.074249999999999997 -0.066264999999999991 0.081265000000000018 -0.007134999999999999 -0.08422499999999998 -1.0000000180025095e-35 -0.028189999999999996 0.10223 0.076710000000000014 -0.084129999999999996 -0.082484999999999989 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 25 5 9 7 -7 8 -4 -3 11 12 13 -11 -15 16 -12 18 19 -8 21 -21 23 -10 -25 -1 27 -23 -29 -30
right_child=1 4 3 -5 -6 6 17 -9 22 10 15 -13 -14 14 -16 -17 -18 -19 -20 20 -22 26 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0014233286648891068 -0.0014149843117771562 -0.00120651682150981 -0.0012241808729913277 -0.0011749370971941518 0.001035976001372218 -0.0014178145054559714 -0.0010949075152183777 -0.0012524938383940828 0.0013759896934171754 -0.0001062362474232957 -0.0014434841399780646 -0.00065552679111586512 -0.0014411206684269843 -0.00078847053305954918 0.0010325856844215419 -0.0014785166259863372 0.001285280033909119 -0.0011752827003630646 0.00041400312551032888 -0.0014572952357849495 -0.0011110396910322074 -0.0012508589129878653 0.00076474720307240023 -0.0014368598079153049 0.0015031740848446104 0.0006282661803853701 0.00029067084918120873 0.00096650558451882472 0.0013687333501427779 -0.00071959777053575585
leaf_weight=1.1448495000950085 0.4418703816481856 0.45759105333126981 0.79751305354875546 1.0824855864921108 1.2514030699967396 0.55584147604532219 0.79389716451988057 1.4159394793387061 0.24400116002652805 2.6278697360539791 0.15565551351755846 1.876811347203329 0.47263580688741047 0.507678657537323 2.7836774621973781 0.17196861654520024 1.62459771928843 0.58175124565605152 4.1172857122728503 0.33964167907834486 0.6119990390143365 1.0155622304300793 0.91002745297737386 0.68168210185831413 0.12577463686466206 0.18751478299964208 5.2415359860169701 1.0922916312119948 0.30545715475455071 1.667200721014511
leaf_count=499 115 18 122 301 162 117 87 450 11 126 7 73 48 20 187 4 227 191 178 23 59 141 65 172 2 11 242 23 6 223
internal_value=0 0.000162605 -0.000287013 -0.000234682 0.000221037 -0.000185027 -7.8669e-05 -0.000600845 -0.000266414 0.000125535 0.000185171 3.42855e-05 0.000236832 0.000370812 0.000751695 0.00082425 0.00104669 -3.14584e-05 1.2363e-05 -0.000137052 -6.30344e-05 3.3493e-06 0.000123 -0.000432426 -0.000978901 -0.00113459 5.65668e-05 -0.000244147 8.94245e-05 -0.000396229
internal_weight=0 12.3718 22.9123 21.5799 11.9299 20.4974 16.3225 4.17494 2.759 10.6785 10.2209 8.26867 6.39186 5.91923 3.29136 1.95222 1.78025 15.7666 15.1849 11.0676 10.2737 9.66169 1.96149 1.05146 0.807457 1.33236 9.32205 4.08051 3.06495 1.97266
internal_count=3910 987 2923 2413 872 2112 1290 822 372 710 692 454 381 333 207 238 234 1173 982 804 717 658 250 185 174 510 635 393 252 229
is_linear=0
shrinkage=0.00140091


Tree=444
num_leaves=31
num_cat=0
split_feature=2 14 376 375 367 151 16 1213 475 4 1456 160 150 403 133 1373 4 43 3 38 13 403 132 1366 33 1184 2 457 0 3
split_gain=0.202005 0.206377 0.233676 0.270971 0.3128 0.200337 0.225522 0.237085 0.26911 0.225941 0.265908 0.20627 0.327018 0.342465 0.308296 0.241184 0.244953 0.42094 0.315728 0.224341 0.315206 0.292865 0.229804 0.223419 0.206808 0.201234 0.215429 0.373761 0.300721 0.28221
threshold=0.16971500000000003 0.078275000000000025 0.048375000000000008 0.090515000000000012 -0.083499999999999977 -0.52174999999999983 -0.54165499999999989 -1.0000000180025095e-35 -0.086004999999999984 0.51224500000000017 0.075285000000000005 -0.10117499999999999 -0.22988499999999998 0.092300000000000007 -0.26719999999999994 0.099250000000000019 -0.49837999999999999 -0.46376499999999993 -0.22254999999999997 0.12641000000000005 -0.091849999999999987 -1.0000000180025095e-35 0.080815000000000012 -1.0000000180025095e-35 -0.007134999999999999 0.084765000000000021 0.096750000000000017 -0.095479999999999982 -0.071924999999999989 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 8 -8 10 11 12 -9 -14 -13 16 17 -16 -18 20 -20 -22 23 -23 -25 26 29 -28 -29 -26
right_child=-2 -3 3 -5 -6 6 7 9 -10 -11 -12 14 13 -15 15 -17 18 -19 19 -21 21 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0036143391448446834 0.0030411493309251973 -0.002543066504155771 -0.0029960971421672303 -0.0029573377624720581 0.0030029062532090484 0.0023120512464161113 0.0036464195497288338 0.0025146612921584676 -0.003595848755689576 0.0036076897301288826 -0.0036016447486342659 -0.0030231651012635335 -0.0033353167547630633 0.0029708250190209847 0.0025251155083790087 -0.003687371311929102 0.0031559856327620195 -0.0037239114712912013 0.0012804478948239776 -0.0033437597119823814 -0.0028722609491862888 -0.0032575375832442437 0.0019389960414039689 -0.003634060787635794 -0.00072478242938724688 -0.0035108774475720518 0.0036595755417891604 -0.00039317239505118866 -0.0033393565319443509 0.0010280744452007375
leaf_weight=0.2204615927184993 0.25113090507511415 0.4634013479371778 0.12860366050153971 0.15197693835943937 0.81602724512049352 0.45040775279631873 0.076318908482789993 0.20214524492621422 0.46604116843811283 0.19946022066869673 0.29197682128870006 0.4310879426048001 0.82376080375980787 0.12704811035655439 0.19104920234531164 0.21785290626576248 0.4494221484346913 0.49413398318576263 2.6058169654570671 0.23629747051745731 0.4692720133462015 0.28424221024034046 0.73664106380601957 0.19943024660461084 1.6541352639178573 0.19810300818062465 0.2245520795695487 1.6674223357258602 0.60295385612698704 4.0445574231124573
leaf_count=62 96 117 6 11 175 83 4 5 570 103 260 178 336 15 4 23 67 117 197 18 446 39 97 22 229 22 7 114 106 381
internal_value=0 -0.000186287 -0.000127763 0.00147336 0.00218619 -0.000227725 -0.000184678 -0.000251244 -0.00257674 -0.000174109 -0.000220811 -0.00015857 -0.00161476 -0.00249268 -4.44128e-05 4.55364e-05 0.000103384 -0.0019815 0.000210207 0.000107765 0.00017205 -0.000114449 2.01912e-05 -0.000139066 -3.589e-05 4.9621e-05 0.000135706 -0.000740421 -0.0011756 0.00051928
internal_weight=0 19.1246 18.6612 1.09661 0.944631 17.5646 17.3441 16.8937 0.54236 16.3514 16.1519 15.8599 1.15295 0.950809 14.707 14.2759 14.058 0.685183 13.3728 12.9234 12.6871 10.0813 9.61204 8.8754 8.59115 8.39172 8.19362 2.49493 2.27038 5.69869
internal_count=3910 3814 3697 192 181 3505 3443 3360 574 2786 2683 2423 356 351 2067 1889 1866 121 1745 1678 1660 1463 1017 920 881 859 837 227 220 610
is_linear=0
shrinkage=0.00357515


Tree=445
num_leaves=31
num_cat=0
split_feature=1 47 484 52 3 403 2 13 48 51 1426 15 44 0 16 3 0 12 43 15 2 133 50 12 3 1212 394 1 4 1374
split_gain=0.653788 0.484212 0.424115 0.44267 0.438138 0.494341 0.442402 0.42632 0.404946 0.473164 0.472064 0.498431 0.461398 0.411982 0.380558 0.369943 0.649621 0.361612 0.378664 0.350928 0.518316 0.367529 0.366733 0.317462 0.309311 0.304365 0.288624 0.283244 0.364645 0.346302
threshold=0.10113500000000002 0.087850000000000025 -0.0043499999999999988 0.18936500000000003 -0.11266 -1.0000000180025095e-35 0.11462500000000002 0.17936000000000002 0.12862000000000004 0.13741000000000003 -1.0000000180025095e-35 0.035895000000000003 0.093815000000000023 -0.10303999999999998 0.3935300000000001 -0.084129999999999996 -0.07773999999999999 0.085465000000000013 -0.079109999999999986 -0.008624999999999999 -0.018734999999999998 -1.0000000180025095e-35 0.086465000000000014 0.080120000000000011 0.14320000000000002 -0.50114499999999984 -0.081934999999999994 0.094485000000000013 -0.0031049999999999997 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 4 7 24 14 23 9 10 -2 12 17 -13 15 16 26 -12 -19 21 -21 -17 -22 -4 -6 -24 -7 28 -23 -30
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 11 13 -14 -15 -16 19 -18 18 -20 20 22 27 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001330151272700174 -0.0018803984615218385 -0.00026498751470408339 0.0016251436393443462 -0.0014104135723889033 -0.0013983237410930881 0.00010707927719054498 -0.0014525101456791712 -0.00062385294451949814 -0.00057274704901313185 -0.0011147717664375882 0.0015405485009883817 0.00083391666189235915 -0.0015273755914280319 -0.0011900285657006897 -0.0017390847142546662 -0.0016861781974115109 0.00052511195509658557 -0.00082250008569397382 0.0011158179601164424 -0.0016800375670317678 0.00070993435777564967 -0.0012584006123781341 0.0012208569176780355 0.00031809269514093414 0.001745479998630485 -0.0016513506961876405 -0.0016803640980934838 0.00091019201408192463 -0.00097412631553110056 0.00025180275428159164
leaf_weight=1.0608600863779454 0.18159994989400718 3.976662028580904 0.71217540861108464 0.86830118819489044 1.4476303770206929 0.31100399707793269 0.75550278765149492 0.93207645002985362 0.9000846929848193 0.40221848909277458 2.8026031342451443 0.56601511291228235 0.17641786951571692 0.53954276372678556 0.3995734446798459 0.44385294665699149 0.79636082251090989 0.41627967962995172 0.82627698732539989 0.31179854017682362 3.753585809812626 0.82272772569558927 0.14304882078431547 1.8012951449491081 0.091381758451461681 0.3474946443166117 1.2270746986032464 0.6474204355617984 0.82496300991625338 2.7179516319301822
leaf_count=510 28 249 29 301 748 30 97 49 41 23 432 21 7 46 74 94 48 43 97 28 219 91 9 109 2 74 257 35 15 104
internal_value=0 0.000194524 -0.000309867 -0.000253945 -0.000199628 -0.000321738 -0.000220305 0.000333441 0.000462812 0.000620501 0.000747201 0.000836775 0.0010962 -0.000153824 -0.000147272 -9.57594e-05 -0.000689866 0.00121061 0.000466445 4.27534e-05 0.000382309 -0.000240739 0.000533821 0.000688437 -0.00121165 -0.000813778 -0.00131894 -0.00011276 -0.000264463 -3.36532e-05
internal_weight=0 10.7877 20.4161 19.3552 18.4869 15.0414 13.5024 3.44555 6.81104 5.91095 5.50874 5.32714 4.22158 1.10556 12.7469 12.3473 2.33444 4.04516 1.24256 10.0128 4.55593 5.45692 4.24413 2.51347 1.53901 0.490543 1.53808 5.01306 4.36564 3.54291
internal_count=3910 987 2923 2413 2112 1925 1175 187 738 697 674 646 579 67 1078 1004 335 572 140 669 330 339 302 138 750 83 287 245 210 119
is_linear=0
shrinkage=0.00165728


Tree=446
num_leaves=31
num_cat=0
split_feature=1 39 0 52 51 147 4 52 3 4 42 52 2 3 402 1186 133 2 2 124 484 150 52 150 15 3 52 394 1 1
split_gain=0.88247 0.779838 0.696049 0.57964 0.568687 0.503171 0.646544 0.608041 0.507883 0.446626 0.578591 0.516042 0.462398 0.679469 0.435381 0.468683 0.433264 0.414265 0.51414 0.331796 0.330051 0.349257 0.325193 0.423166 0.460559 0.447874 0.438224 0.365302 0.411403 0.324807
threshold=0.085990000000000011 0.005105000000000001 -0.060094999999999989 -0.42985499999999993 -0.40274499999999996 1.0000000180025095e-35 -0.034289999999999994 0.41469000000000006 0.30601500000000009 -0.49837999999999999 0.092635000000000009 0.10433000000000002 0.10869000000000002 -0.115685 1.0000000180025095e-35 0.085080000000000003 -0.0056849999999999991 0.10393500000000001 0.10325000000000002 -0.52484999999999993 -1.0000000180025095e-35 0.09202500000000001 0.16064500000000001 0.084800000000000014 -0.07142999999999998 -0.084129999999999996 0.084240000000000023 -0.35113999999999995 0.076710000000000014 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 -2 -3 7 -7 8 29 11 12 -4 -11 -14 15 16 -1 18 20 -6 -18 22 23 24 -22 27 -27 -26 -29 -5
right_child=1 4 9 5 19 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0013206903568615817 -0.0014475981467527124 -0.0014861978786500254 -0.0012964160706814601 0.0013022096358260918 -0.0011731886211200546 -0.00098998405934212189 0.0011193323034213304 -0.0014568870352476011 0.0011604941127731706 0.0010736359914576977 -0.0010601632458013004 0.00043318954702854204 0.0013095210985923406 -0.001547724179757551 -0.0014504519743764829 0.000777702985249274 -0.0014456402612869376 -0.0014181880995433218 0.0014846731467376322 0.00096576821982249678 -0.0010508101031530849 -0.0014698445979884475 -0.0014894983769307003 0.00097236380834763911 0.0013017008723391515 0.00068685973982503723 -0.0009834339427281292 -0.0014711678575202152 0.00054950220486870783 -0.00014003737998415468
leaf_weight=1.3296988625079347 0.59266372857382599 0.22785737598314915 0.82897505944129057 0.33033978333696268 0.15694622509181533 0.37391937896609317 1.4893638551002373 0.64605351688806045 0.69592874404043037 1.7956727537093682 0.46092336770379905 0.62026031885761768 0.3032944272272291 0.39299223857233267 1.0668307734013058 0.56892256462015289 0.57608699947013153 0.79265625178231847 0.30887274013366539 3.0066141130519091 1.1608477673726096 0.49169120925944287 0.38091574748978008 0.64352179737761606 0.16656442172824792 1.7975987039972259 0.39385464205406595 0.84369612977025077 0.27471137640532106 11.566358171869068
leaf_count=426 165 10 56 12 6 13 106 109 122 50 75 19 8 44 351 34 274 140 9 356 128 85 128 14 2 97 81 166 22 802
internal_value=0 7.8421e-05 -0.000384741 -5.63363e-05 0.000702044 -1.73738e-06 0.00069604 -9.99463e-05 -3.03296e-05 9.59005e-05 0.000415923 -0.00055616 0.000688946 -0.000303141 -0.000580716 -0.000485352 -0.000563793 -0.000435273 -0.000324578 0.000859653 -0.000407619 -0.000310439 -0.00020975 -0.000117439 -0.000268673 -7.50165e-06 0.000386669 -0.00067974 -0.000974836 -9.999e-05
internal_weight=0 19.086 15.1986 15.6946 3.39142 15.102 1.86328 13.2387 12.5926 4.40212 2.95288 1.44924 2.49196 0.696287 10.7965 9.72964 9.16072 7.83102 7.03836 3.16356 6.72949 6.1534 5.66171 5.28079 4.63727 3.47643 2.19145 1.28497 1.11841 11.8967
internal_count=3910 1701 2209 1329 372 1164 119 1045 936 252 177 75 102 52 1957 1606 1572 1146 1006 362 997 723 638 510 496 368 178 190 188 814
is_linear=0
shrinkage=0.00143414


Tree=447
num_leaves=31
num_cat=0
split_feature=1 0 4 132 39 457 48 51 13 4 38 1429 48 0 0 42 130 13 13 13 448 122 16 16 0 47 16 42 457 160
split_gain=0.209668 0.328044 0.274498 0.263082 0.246937 0.281223 0.312861 0.267643 0.254362 0.245556 0.22112 0.209265 0.205109 0.241887 0.304442 0.243143 0.220308 0.22996 0.243086 0.293202 0.200197 0.199015 0.198805 0.198578 0.257542 0.253109 0.412487 0.277185 0.239469 0.222981
threshold=0.085990000000000011 -0.084074999999999997 -0.00027999999999999998 0.079995000000000011 0.005105000000000001 0.069705000000000003 0.088825000000000015 -0.40274499999999996 -0.094679999999999986 -0.15333499999999997 0.13905500000000001 0.084710000000000021 0.086065000000000016 -0.083424999999999985 -0.077944999999999987 0.15788000000000005 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.028919999999999998 -0.080249999999999988 0.089350000000000013 0.67964000000000013 -0.095109999999999986 -0.23129999999999998 0.09550500000000002 -0.055679999999999993 0.10056500000000002 -0.0015249999999999997 -0.096329999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 8 -7 -6 -2 -1 20 -11 13 -3 15 -15 -16 -18 -19 -20 -9 -22 23 28 -25 29 -27 -28 -10 -26
right_child=3 12 -4 -5 7 6 -8 10 22 11 -12 -13 -14 14 16 -17 17 18 19 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0019264290632133231 0.0007434246194939053 0.0020150428358965537 -0.00049657218353719079 0.0019830961201594208 -0.0032993680496879196 0.002323072255954108 -0.00030599354323315747 -0.0031002033940627604 -0.0022736742267382422 -0.0031193477993830365 -0.0033198814590033885 0.00078489110986918256 0.0015617175185481504 -0.0032629639274955368 -0.0030518275037754962 0.0021673933441487322 -0.0034585944840088262 0.0033830178071527933 -0.0015298307396719409 0.00098522068417481639 0.002651335362313528 -0.001292768423403169 0.0030581966040776586 0.0024174634694445188 0.00060202769111767122 0.0030277628146775874 -0.0032651994250383768 0.0027211956858570786 0.00055918942752720231 -0.0025000487351088084
leaf_weight=0.13250379115925204 1.3407768984907287 0.43785810469125896 2.2173677904938813 0.77159223303897384 0.12731980893295247 0.87129743219702493 1.0264267863240091 0.078770081046968365 0.3997638018336146 1.2395343316529759 0.090151663869619258 0.16156517150375282 0.78565562365110952 0.58177506532229051 0.23433447188290424 0.10070541873574257 0.16572335734963539 0.26547443494200873 0.74099096156715138 1.3839429185172745 1.1555221233429627 0.1505538858473302 0.1332185094943269 0.17354281560983231 0.27287157438695331 0.28964851278578863 0.35193362715654064 0.10442283237352967 1.3941335575364036 2.0821880740550154
leaf_count=26 175 54 372 157 10 79 37 3 30 683 4 62 99 392 18 3 3 7 267 223 316 12 13 12 66 16 95 8 121 547
internal_value=0 -0.000511 -0.0012225 0.000167438 2.79366e-05 -0.000192521 0.000901083 0.0011892 -0.000509733 -0.00227208 0.00157665 -0.00266914 5.72595e-05 -0.000244976 -0.000529913 -0.00246167 -5.7451e-05 0.00021706 0.000471887 0.000108191 0.0018954 0.00219669 -0.000832742 -0.00093501 -0.00140773 -0.00162179 1.60971e-05 -0.0018954 -7.21044e-05 -0.00214062
internal_weight=0 8.44743 3.75097 10.8141 10.0425 8.44022 1.89772 1.60232 6.5425 1.5336 1.475 1.4011 4.69646 3.9108 3.47295 0.68248 2.79047 2.55613 2.39041 2.12493 1.38485 1.30608 5.20172 5.0685 3.27461 3.10106 0.746005 0.456356 1.7939 2.35506
internal_count=3910 2209 1143 1701 1544 1199 116 345 1083 771 335 745 1066 967 913 395 518 500 497 490 331 328 908 895 744 732 119 103 151 613
is_linear=0
shrinkage=0.00322668


Tree=448
num_leaves=31
num_cat=0
split_feature=1 0 52 47 15 52 48 4 52 42 3 51 1 0 1186 43 133 160 160 42 42 160 403 47 3 1212 0 3 3 48
split_gain=0.757679 0.664764 0.614459 0.535687 0.850242 0.617063 0.581146 0.46038 0.645462 0.539819 0.433679 0.526442 0.413954 0.438035 0.391878 0.767774 0.419636 0.563158 0.50633 0.527344 0.502339 0.556472 0.420124 0.416999 0.454591 0.415106 0.384755 0.347571 0.316999 0.408298
threshold=0.094485000000000013 -0.060094999999999989 -0.42985499999999993 0.096300000000000011 0.035895000000000003 0.12539500000000003 0.12862000000000004 -0.49837999999999999 0.10433000000000002 0.092635000000000009 0.084925000000000014 0.08955500000000001 0.11026000000000001 -0.10303999999999998 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -1.0000000180025095e-35 0.099550000000000013 0.081685000000000021 0.084100000000000022 0.092810000000000017 0.03138500000000001 0.09550500000000002 -0.15464999999999998 -0.5172699999999999 -0.22384499999999996 0.16699000000000003 -0.069909999999999986 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 6 -4 8 -3 -9 14 -12 -6 -14 16 -16 25 -18 19 22 -21 28 23 24 -19 -1 -26 -5 29 -22
right_child=2 7 3 27 12 -7 -8 9 -10 -11 11 -13 13 -15 15 -17 17 18 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0011044026374153137 -0.0016546078302426494 -0.0014659440149636597 0.0011108595092698161 -0.00044735124922780719 -0.0013417272545294067 -0.00032948232163068446 -0.00067569855432928318 0.00080910164763465587 0.00065824900747329007 -0.0012221989352276623 0.00035344405669436222 -0.001138789219256796 0.0014311551952717679 -0.0006429324204232853 -0.0016627697332768463 0.0016403650229378139 -0.0013931119839017954 0.0010366748022045348 -0.0016668570952698739 0.0015751676244081484 -0.0012930657043021699 0.0017395285252962502 0.00093534747354697854 0.0010730327840696582 0.0018352052225481617 -0.0014931972382082291 -0.001536309490793551 0.0010373523346352003 0.00089557503713695748 0.00027486914009424774
leaf_weight=0.17794980591861564 0.4764047751086754 0.86855859047500394 5.3338987805764173 3.4481377245974723 0.86052865587407756 1.2314959006616844 0.53884112834930409 2.8482361249043637 0.68991895846556872 0.40118369687115762 2.7614746780600394 0.82540355611126859 0.4469020664691925 0.70618613401893504 0.29523838701425198 0.52635545819066465 1.7067015326174404 0.23127401527017433 0.69830456489580672 0.62744731368729878 1.1057769291510307 0.39628579653799523 0.37080682686064381 0.25219593185465772 0.095274649560452729 2.3371083231759231 2.0186104492167956 0.48320889729075123 0.43459868413629399 0.74864689871901635
leaf_count=26 143 80 561 195 105 73 12 122 19 75 72 31 18 53 57 11 606 17 167 27 288 5 22 10 1 751 274 27 27 35
internal_value=0 -0.000326072 0.000174247 0.000241015 0.000459135 0.000725674 0.000946938 0.000206965 -0.00052559 0.000558311 -0.000490253 1.0055e-05 -0.000481243 0.000160921 -0.000639518 0.000453389 -0.000719683 -0.000548925 -0.000342487 -0.000195245 0.000254422 -5.41823e-05 -0.000697118 -0.000930174 -0.0011456 -0.00130941 -0.00138435 -0.000264864 -0.000364717 -0.000660077
internal_weight=0 20.4174 13.5256 13.0492 9.11785 7.10424 5.87274 4.8079 1.55848 3.24942 15.6095 3.58688 2.01362 1.15309 12.0226 0.821594 11.201 8.68592 6.97922 6.28092 3.31276 2.68531 2.96816 2.59736 2.34516 2.51506 2.11389 3.93135 2.28902 1.85442
internal_count=3910 2723 1187 1044 822 646 573 296 99 197 2427 103 176 71 2324 68 2256 1479 873 706 382 355 324 302 292 777 275 222 350 323
is_linear=0
shrinkage=0.00163948


Tree=449
num_leaves=31
num_cat=0
split_feature=1 0 52 47 15 52 48 3 51 1 4 3 2 52 4 1186 43 133 160 403 160 160 0 34 12 0 43 2 1212 52
split_gain=1.54952 0.877458 0.856917 0.792767 0.941086 0.901457 0.693941 0.654981 0.628135 0.610612 0.573752 0.74549 0.788245 0.71025 0.50311 0.524573 1.11065 0.562352 0.577078 0.500307 0.570478 0.530517 0.443829 0.431451 0.460513 0.855275 0.500807 0.603477 0.430821 0.407714
threshold=0.094485000000000013 -0.060094999999999989 -0.42985499999999993 0.093315000000000023 0.035895000000000003 0.12539500000000003 0.12862000000000004 0.084925000000000014 0.08955500000000001 0.11026000000000001 -0.49837999999999999 -0.097214999999999982 0.10869000000000002 0.10433000000000002 0.39574000000000004 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099550000000000013 0.092810000000000017 -0.10303999999999998 -1.0000000180025095e-35 0.087020000000000014 -0.082074999999999995 -0.089949999999999988 0.08400500000000001 -0.5172699999999999 -0.0045699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 6 -4 14 -9 -6 13 -12 -13 -3 15 17 -17 28 -19 -20 21 23 -11 -21 26 -26 -25 -28 -1 -24
right_child=2 10 3 -5 9 -7 -8 8 -10 22 11 12 -14 -15 -16 16 -18 18 19 20 -22 -23 29 24 25 -27 27 -29 -30 -31
leaf_value=0.00064483113023756748 -0.0012596989236986983 -0.001118088613949499 0.00087218230105071592 -0.00020918324538919772 -0.0010106033799967091 -0.00030669285284391741 -0.0004934731316347333 0.00024271494329350423 -0.00092360654543629768 0.0010801607568470316 0.00082084704120083472 0.00041404401685630576 -0.0013093594885964293 0.00041360346580731277 0.0012958099226913367 -0.0012743217213800199 0.0012417544638472064 -0.001048960692978385 -0.0012534783733174747 -0.0012775356230145594 -0.0012654059371290459 0.0012108011852353549 0.00060171564695688537 -0.00085959745522293978 -0.0013101757031588653 0.00017108497750705154 -0.00026647959796589449 0.00090475817134658435 -0.0011949629420686357 -0.0010923000405070372
leaf_weight=0.20988261653110418 0.64655823726207273 1.1172771085985003 6.7443887172266859 5.0240746892523012 1.0536757279187434 1.4939701941329984 0.63234946317970742 3.212318437639623 0.92382189468480636 0.58084904332645237 2.2863673430401827 1.0480449837632471 0.67986770824063558 0.81245481595396984 0.22041024919599372 0.45965800125850431 0.66985122999176383 2.502863811852877 0.88699722115416157 0.56402758881449777 0.79171881603542704 0.41931604361161579 0.40547502832487226 0.61134535842575166 1.1805723659927019 1.2437648234772503 1.225385803147214 1.5458388489205388 3.4258725782856372 0.48458627657964803
leaf_count=26 143 80 558 228 105 71 12 72 31 18 64 24 109 19 7 57 11 606 366 31 158 7 26 39 75 104 29 58 750 26
internal_value=0 -0.000335376 0.000147892 0.000203319 0.000385188 0.00057629 0.000755115 -0.000459833 -1.77872e-05 -0.000286293 8.53502e-05 0.000353863 -0.000264049 -0.000473216 -0.00057441 -0.000600604 0.000217828 -0.000663888 -0.000523099 -0.000367689 -0.000264062 -0.000147309 0.000232562 -0.000236696 -0.000135599 -0.00055024 0.000161581 0.000386858 -0.00108876 -0.000320577
internal_weight=0 26.0377 17.0659 16.4194 11.3953 8.87071 7.37674 20.0936 4.13614 2.52459 5.94401 4.01428 1.72791 1.92973 15.9575 15.7371 1.12951 14.6076 10.9718 8.46897 7.58197 6.79025 1.47091 6.37093 5.80691 2.42434 3.38257 2.77122 3.63576 0.890061
internal_count=3910 2723 1187 1044 816 641 570 2427 103 175 296 197 133 99 2324 2317 68 2249 1473 867 501 343 70 336 305 179 126 87 776 52
is_linear=0
shrinkage=0.00124651


Tree=450
num_leaves=31
num_cat=0
split_feature=4 12 151 15 3 49 147 50 47 38 124 132 133 13 52 52 158 3 0 160 15 43 403 43 150 42 2 394 4 1212
split_gain=1.27409 1.03785 0.872313 0.726795 0.722546 0.779509 0.585492 0.561326 0.734206 0.49265 0.509757 0.539115 0.691765 0.759759 0.764424 0.580174 0.485067 0.531357 0.562821 0.486084 0.551504 0.866136 0.832784 0.731493 0.764518 0.667333 0.468398 0.433373 0.423194 0.398817
threshold=0.28937500000000005 0.084100000000000022 -0.27336999999999995 0.085450000000000012 0.10666500000000002 -0.22390499999999999 0.088565000000000019 0.11901000000000002 0.096475000000000019 0.085905000000000023 -0.085379999999999984 0.080815000000000012 -0.0056849999999999991 -0.092584999999999987 -0.092854999999999979 0.18936500000000003 0.084965000000000027 -0.100615 -0.060094999999999989 -1.0000000180025095e-35 -0.053579999999999996 -0.074254999999999988 0.03138500000000001 -0.079109999999999986 0.085200000000000012 -0.088669999999999985 0.10325000000000002 0.15288500000000002 0.15045000000000003 -0.5172699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -3 9 8 -4 10 -1 12 -12 -14 -15 -16 17 18 -7 -19 21 23 28 24 -21 -24 -20 29 -22 -27
right_child=2 4 7 -5 -6 16 -8 -9 -10 -11 11 -13 13 14 15 -17 -18 19 26 20 22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00080755272227869563 -0.0010841928117808568 0.00038000660688655756 0.0010118657203646035 -0.00081043859002155865 0.00035836746264024887 -0.00054233502091477048 0.001156835449685836 -0.0006100481483107868 -9.6753943790447473e-05 -0.0007063856446843747 -0.00088157908656816405 0.00090883378924031021 0.00079562518157223403 -0.00086368719404379766 0.00014566503971910361 -0.00094981062263771628 -0.0011978382149877909 -0.0010835196960467682 0.0007005731901290191 -0.0011898715559896613 -0.001201151617207182 -0.0010085472579551677 0.00079118114260376654 0.0011399920756482379 0.00073496909750576825 0.00048781440814283267 -0.00076734702759491109 0.0013304183501007209 -0.00010181568694965782 -0.0011883643162166686
leaf_weight=1.2618283347692365 0.46801378205418576 1.4456696190172831 3.1863056366564697 1.348441278503741 1.6989802187308658 1.7163366526947359 0.66948710475116868 0.47964096767827857 1.1044633386190978 1.1339824486058194 1.1866557577741339 0.9015293081756689 1.6487003652146111 1.4073407958494524 8.7036057714722048 0.71854512160644013 1.3240556903183449 2.1555690684472202 1.4310834992211319 0.58864032127894506 2.9602132242871462 0.9040810190490437 0.75535884476266835 0.92583863448817294 0.54615573026239872 0.2478239867486991 0.37707980390405271 0.14316612295806397 0.5739795584231614 0.91237065562745534
leaf_count=91 20 42 348 137 31 170 32 18 40 55 80 54 80 127 273 43 245 558 38 124 796 145 34 32 14 26 77 3 13 164
internal_value=0 -0.000174367 0.000442353 1.86725e-05 -0.000370231 -0.000443015 8.20815e-05 0.000592119 0.000726502 3.96616e-05 9.31108e-05 3.12215e-05 -2.66784e-05 5.46213e-05 -5.81904e-05 6.21227e-05 -0.000519473 -0.000456388 -6.17398e-05 -0.000586221 -0.000460958 -5.24025e-05 -0.000677526 0.000367096 -0.000263482 -8.51209e-05 0.000394449 -0.000592979 -0.00102261 -0.000830323
internal_weight=0 37.6865 5.23842 18.9801 18.7064 17.0074 17.6317 4.77041 4.29077 16.9622 15.8282 14.5664 13.6648 12.4782 10.8295 9.42215 15.5618 14.2377 3.5245 10.7132 8.55763 2.96472 5.59291 2.06063 1.1348 2.05872 1.80816 1.30336 3.53419 1.16019
internal_count=3910 3484 426 972 2512 2481 835 406 388 803 748 657 603 523 443 316 2439 2194 285 1909 1351 315 1036 170 138 227 115 193 809 190
is_linear=0
shrinkage=0.00117172


Tree=451
num_leaves=31
num_cat=0
split_feature=1456 403 2 475 1213 52 133 160 1 124 12 48 51 14 148 43 48 151 4 159 12 0 3 3 15 12 3 1186 132 457
split_gain=0.218842 0.208222 0.234414 0.237101 0.229637 0.211452 0.236685 0.226889 0.228337 0.212339 0.342349 0.249741 0.331916 0.268055 0.254534 0.307233 0.194261 0.194064 0.180423 0.178945 0.178417 0.191906 0.333715 0.319827 0.431597 0.3011 0.284018 0.261563 0.248145 0.221828
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.097575000000000009 -0.086424999999999988 -1.0000000180025095e-35 -0.42985499999999993 -0.26719999999999994 -0.40446999999999994 0.10113500000000002 -0.50873999999999986 -0.041094999999999993 0.11930500000000001 0.13741000000000003 -0.46879999999999994 -0.080629999999999993 -0.24333999999999997 0.096390000000000017 -0.035524999999999994 -0.17479499999999998 0.11294000000000001 0.10214500000000001 -0.077944999999999987 0.045635000000000002 -0.084129999999999996 0.083935000000000023 0.088375000000000023 -0.15327499999999997 0.085080000000000003 0.080815000000000012 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 -3 16 19 -8 20 -10 -11 13 -13 -12 -15 -16 -6 -1 -17 -7 21 23 28 26 25 29 -9 -28 -23 -25
right_child=1 4 -4 -5 5 6 7 8 9 10 11 12 -14 14 15 18 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00063883782319064798 0.0032876688159989486 -0.0035426825485925964 0.00075891930116084446 -0.0031447170327863257 -0.0035600862232806779 -0.0031860603593975279 -0.0023491769343811351 0.0019006784908577349 -0.0031282706523823741 0.0031879207668691146 -0.002207321776525749 -0.002470971683075255 0.0016053880052232009 -0.0020219034038894143 -0.000598445543629621 -0.0010420801238662802 0.00098562893726877356 -0.0035615275357783068 0.0024654405058732827 0.0034298597609403814 -0.0018983666570663732 0.00080014147801653194 -0.0018423823871244068 -0.0026757292425492719 0.0023609798228519164 -0.0028574814654046678 -0.0033514837298102636 0.00090731481614634863 0.0035886326087312928 0.00026065424444954229
leaf_weight=0.20327874150825664 0.078971536480821669 0.22260261291377048 0.39669143415812869 0.75831272685172979 0.36739689935348963 0.40493107220391777 0.42193644559302868 0.21862955903634418 0.1624907242367043 0.74903233248915047 0.28932788525708053 0.64679114916361846 0.40568479523062706 0.25963828107342202 0.62167566991411227 0.19917114591226059 0.1723980603273958 0.42289316371898422 2.2601869342324767 0.058383703231811523 0.60326985098800001 1.8788253349921005 0.47821670898701985 0.35033580914024387 0.91073213654453855 0.51061176034272637 0.90013196397195894 0.22498359577730298 0.50547412154264737 3.8487120983991083
leaf_count=41 6 243 141 741 262 185 197 19 11 310 20 43 30 27 19 10 26 328 249 3 89 156 47 47 40 85 251 14 29 241
internal_value=0 -7.50636e-05 -0.00147814 -0.00253802 2.29109e-05 6.83985e-05 0.000137885 0.000208041 0.000275377 0.00085123 0.000970282 0.000615538 -0.000899708 0.00105487 0.0013374 0.00162048 -0.00210829 -0.00219793 0.00218138 -0.00235237 -3.34772e-05 8.10106e-05 0.00085108 -0.000235516 0.000134677 -0.000295835 -0.0017839 -0.00249987 0.0013913 1.56653e-05
internal_weight=0 18.9055 1.23398 0.837284 17.6716 17.449 16.9092 16.4459 16.0239 5.594 5.43151 4.68248 1.05248 3.63 3.34067 3.08103 0.539795 0.626172 2.45936 0.463315 10.4299 9.82665 2.86252 6.96414 5.62039 4.70966 1.34375 1.12512 2.3843 4.19905
internal_count=3910 3541 888 747 2653 2410 2122 1934 1737 719 708 398 73 325 305 278 288 369 259 188 1018 929 232 697 413 373 284 265 185 288
is_linear=0
shrinkage=0.00353288


Tree=452
num_leaves=31
num_cat=0
split_feature=1456 401 393 11 1 0 1456 14 3 4 52 131 0 160 147 124 51 454 2 2 160 3 16 16 47 0 0 2 1 43
split_gain=0.192239 0.194022 0.197062 0.188191 0.203707 0.234188 0.224378 0.215224 0.210008 0.337971 0.260592 0.212964 0.208306 0.235507 0.249342 0.241128 0.196099 0.192493 0.205278 0.297495 0.297268 0.313008 0.245902 0.266389 0.264372 0.287429 0.268012 0.239625 0.198204 0.19238
threshold=-1.0000000180025095e-35 0.10711000000000001 -1.0000000180025095e-35 0.088315000000000018 0.10113500000000002 -0.017269999999999997 1.0000000180025095e-35 0.077685000000000018 -0.15121499999999996 -0.48072499999999996 0.18936500000000003 0.10100500000000001 -0.053834999999999994 -0.079684999999999992 -1.0000000180025095e-35 -0.50873999999999986 -0.16140499999999999 -1.0000000180025095e-35 0.086545000000000025 0.087005000000000013 0.083295000000000022 0.084925000000000014 -0.089864999999999987 -0.083564999999999987 0.09550500000000002 -0.11077499999999998 -0.07773999999999999 0.087995000000000004 0.095575000000000007 0.25671000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 12 7 8 9 -4 11 16 13 -6 -15 -16 -10 -18 20 -20 21 22 -19 -24 25 -25 28 -21 -27 -17
right_child=1 -3 3 -5 5 -7 -8 -9 10 -11 -12 -13 -14 14 15 29 17 18 19 27 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0020516066111643553 -0.0034348354581774806 -0.0033722821683246744 -0.00097673170207561964 -0.0015570173606964629 -0.00095489884480681221 0.0030532598315742335 -0.0034290762011401454 -0.0034473973685979621 -0.0034310960579286083 0.0031271659657267441 -0.0034391421404147212 -0.003435862479372625 -0.0012556574466155946 -0.0035074544162980266 -0.0029296098839655224 0.0016601574656198975 -0.0034873831189193736 -0.0029036671134322479 0.0031717201580683538 -0.00347338258098218 -0.0032224424415841827 0.0027846774716162124 0.0020632780710883904 0.0035928612970429642 0.0024813881789635421 -0.0034916286977326534 0.00096362931302558898 0.00040600246715474217 0.0022197160700389504 -0.002290759249670172
leaf_weight=0.58575215997552987 0.19538954948076082 0.20410418285609822 0.38940785612794571 0.85187404774478537 0.80170878848002747 0.42628722786321205 0.24035109106625974 0.21900071442360136 0.19124361823196778 0.5802848711609937 0.27722766809893151 0.2159994938119788 0.73343465392827045 0.13157057471107725 0.15121579810511399 3.0422003237908939 0.17493108252529133 0.44470994470611991 0.44400345426402044 0.19133405146567373 0.42830030090408389 0.36153295659460116 0.49518076232198005 0.11773484200239237 0.23470374126918603 0.75698079070571156 0.26690061690167077 5.496401936521579 0.077813758602133021 0.15018143336055789
leaf_count=369 76 168 16 143 119 166 294 57 96 44 200 174 100 8 11 400 34 145 31 107 52 11 94 3 25 222 93 622 5 25
internal_value=0 -6.83875e-05 -3.11063e-05 6.06307e-06 8.42026e-05 0.000628535 -0.000170822 -0.000101907 -3.61663e-05 0.00147913 -0.000180576 -8.93067e-05 0.000422235 0.000709974 0.00109405 0.00127512 -1.46453e-05 5.41996e-05 0.000120705 0.000485218 -0.000581306 -0.000170791 -0.00061711 -9.54625e-05 -0.000830585 -0.00146804 -0.00200888 0.000275501 -0.00295926 0.00147429
internal_weight=0 18.292 18.0879 17.8925 17.0406 5.4366 11.604 11.3637 11.1447 0.969693 10.175 9.89777 5.01031 4.27688 3.47517 3.3436 9.68177 9.49053 9.3156 6.13174 3.18386 2.75556 2.39402 1.94931 1.45413 1.21943 1.1017 5.68774 0.834795 3.19238
internal_count=3910 3541 3373 3297 3154 829 2325 2031 1974 60 1914 1714 663 563 444 436 1540 1444 1410 760 650 598 587 442 348 323 320 729 227 425
is_linear=0
shrinkage=0.00340771


Tree=453
num_leaves=31
num_cat=0
split_feature=15 15 3 483 2 50 474 158 156 453 129 2 150 403 2 2 1447 151 1429 12 16 1375 1374 2 16 42 1444 457 50 50
split_gain=0.186682 0.256946 0.265127 0.303919 0.242907 0.2374 0.238693 0.21688 0.236506 0.210185 0.214422 0.232045 0.280311 0.246795 0.238557 0.272883 0.216732 0.208224 0.197566 0.184076 0.242372 0.299603 0.24009 0.260894 0.229379 0.188274 0.174706 0.174208 0.172333 0.21512
threshold=-0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.088030000000000011 -0.13811499999999996 0.11843500000000001 -1.0000000180025095e-35 0.084965000000000027 0.10477500000000002 0.089075000000000015 0.093990000000000004 0.086545000000000025 0.087235000000000021 -1.0000000180025095e-35 0.087005000000000013 0.087995000000000004 -1.0000000180025095e-35 0.087190000000000017 0.084545000000000009 0.092365000000000017 0.15737500000000001 -0.43271999999999994 0.090240000000000015 0.10274500000000002 0.23932500000000004 -1.0000000180025095e-35 -0.10662999999999999 -0.066264999999999991 0.10119500000000002 0.10030500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 8 9 10 11 12 13 -6 -13 -16 -17 26 28 20 21 -18 23 27 -22 -21 -9 -23 29 -15
right_child=1 2 -4 -5 7 -7 -8 17 -10 -11 -12 14 -14 18 15 16 19 -19 -20 25 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034911769173143455 -0.0025017204711141744 0.0026247539196226828 0.0032037995971484082 -0.0026668091265845731 -0.0026462822688774197 -0.0019343057409507024 0.0022148500494419457 0.0033386848041756494 -0.0032145937960939546 -0.0029871342814551611 -0.0026639809629365025 0.0025080218346066985 -0.0031831986231017047 -0.00019706805572332789 -0.0032296574350977048 -0.0032282106866248143 -0.0014251679096878322 0.0030002319603645257 0.0031350372695958034 -0.0032181324700460106 -0.0024114526591522338 -0.0026448441351959763 -0.0018334012529060283 0.0024141159021928652 0.00071443683040284126 -7.1985713124826764e-05 -0.0026814426258690246 0.00098831767633869409 -0.0031589117107648835 0.0034397748791853474
leaf_weight=0.080786973237991333 0.47728375432780268 0.32289700378897634 0.23747655746410501 0.48370187183172753 0.39951850468059991 0.21536406094674021 0.91229768288030999 0.052433967997785658 0.23872361336543768 0.23797883637598793 0.29338045994518402 0.50847758589952619 0.35649707881384518 3.6937507783222698 0.22041552140581089 0.16714724784832746 0.47864683112128847 0.084562725969590247 0.19061991516355181 0.21719293413480034 0.45349146559601639 0.14054085272072558 0.24740498821483914 1.6017803971481042 0.49928161886055022 1.6973270961898377 0.70399799109873207 2.7066529436342717 0.18742963740805851 0.17232743854401622
leaf_count=1 100 50 66 280 424 25 291 2 159 32 138 52 49 477 145 61 8 8 21 160 35 32 24 176 87 274 304 313 112 4
internal_value=0 -0.000200095 -0.000133893 -0.000182353 -0.000106641 0.00109395 0.00175067 -0.00016336 -7.35097e-05 -2.16881e-05 2.78987e-05 8.45579e-05 -0.00046432 -0.000255589 0.000391602 0.000263942 0.000357742 -0.00173481 -3.05424e-05 0.00043227 0.000701328 0.000972838 0.00121724 0.00138688 -0.000773393 -0.000428901 -0.00226414 0.000808981 -0.000179407 -3.49586e-05
internal_weight=0 17.0709 16.5937 16.3562 15.8725 1.20845 0.993085 15.5496 14.7086 14.4699 14.2319 13.9385 5.00014 4.64365 8.93836 8.42988 8.20947 0.840995 4.24413 8.04232 6.1278 5.17503 4.69638 4.44897 0.952773 1.91452 0.756432 2.84719 4.05351 3.86608
internal_count=3910 3593 3493 3427 3147 317 292 3097 2783 2624 2592 2454 1087 1038 1367 1315 1170 314 614 1109 675 553 545 521 122 434 306 345 593 481
is_linear=0
shrinkage=0.0031817


Tree=454
num_leaves=31
num_cat=0
split_feature=4 12 15 453 3 49 147 158 0 2 42 1186 43 15 160 394 52 133 1212 13 51 1 16 3 16 1429 47 47 402 52
split_gain=1.15267 0.838219 0.784048 0.701371 0.642577 0.742764 0.459479 0.437007 0.479862 0.698027 0.550847 0.540256 0.913705 0.569295 0.719141 0.517884 0.502638 0.558402 0.461578 0.454708 0.429346 0.426817 0.707717 0.516053 0.851894 0.435953 0.427155 0.574556 0.416133 0.404395
threshold=0.27608500000000008 0.084100000000000022 0.085450000000000012 1.0000000180025095e-35 0.10666500000000002 -0.22390499999999999 0.088565000000000019 0.084965000000000027 -0.070894999999999986 0.10648500000000001 -1.0000000180025095e-35 0.085080000000000003 0.0016850000000000001 -0.088379999999999986 0.031805000000000007 -0.47621999999999992 -0.42985499999999993 0.058050000000000011 -0.5172699999999999 0.25430000000000003 -0.40274499999999996 0.094485000000000013 -0.091624999999999984 0.11265500000000002 -0.072359999999999994 0.084710000000000021 0.09550500000000002 0.077735000000000012 -0.50199999999999989 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 5 -3 20 8 11 10 -10 13 -13 14 19 -15 -12 -18 -17 -7 -1 25 -23 -24 -25 26 27 -22 -20 -19
right_child=3 4 -4 -5 -6 7 -8 -9 9 -11 16 12 -14 15 -16 18 17 29 28 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014930389184543121 0.00071491005445502222 0.00049400028845665643 -0.0011038101228054509 -0.0010568703349176038 0.0004361934036003847 -0.0011766118082100563 0.0013930443005049156 -0.0014775368889306062 -0.0014749229636074387 -0.0013448762045846108 -0.0014559554364084973 -0.0014673258186912301 0.0015636243793639207 0.0011741412428731331 0.00062170221036367637 0.00088240562544007165 0.0010457986117511139 0.0011710944434405002 0.00087980195016037848 0.0013789886222481465 -0.00018443525956134046 -0.00046180548322157303 0.0010907166167590627 0.0015809291475780494 -0.00060615773134142434 0.00093626801679298527 0.0008943452546867997 -0.0015312931881022332 -0.0013241052501338254 -0.0014882803553703671
leaf_weight=0.37568459205795512 4.2267624734668052 1.2990952869877208 1.267655670235398 0.51988553768023837 1.5062740333378304 1.3945691163244149 0.52755632332991886 1.1912403572932806 0.3577814641757876 0.76893108536023635 0.26197877858067009 0.34360320871928784 0.51493070926517248 0.20193652319721334 1.0681409735698251 0.21828310110140137 1.7428554476937321 0.17514668218791596 0.18357187561923094 0.16090502438601095 7.3647259122808411 1.5455421636579556 2.5229464299045494 0.53404947323724616 1.1942147291265426 0.74168541270773936 0.66665434400783929 0.72048337396699924 5.3842266401043304 0.36620457656681416
leaf_count=23 419 42 137 22 31 269 30 239 38 222 58 43 6 9 46 26 49 5 23 6 355 60 158 35 45 39 35 48 1314 78
internal_value=0 -0.000235587 -1.36138e-05 0.000520852 -0.000461723 -0.000548237 7.17285e-05 -0.000642694 -0.000567027 -0.00012537 0.000197538 -0.000738318 0.000350575 -0.000846875 -0.000287738 -0.00109186 0.000432547 0.000649142 -0.00117094 -0.000912249 2.72328e-05 6.45861e-05 0.000372362 0.000675627 6.96722e-05 -0.000123342 -0.000213139 -0.000304455 -0.00125144 -0.000627877
internal_weight=0 34.6009 17.4612 4.74665 17.1397 15.6334 16.1935 14.3343 13.1431 3.6729 2.90397 9.47017 0.858534 8.61163 2.62362 5.98802 2.54619 2.28421 5.78608 1.55547 15.666 15.2903 5.79675 4.25121 1.72826 9.49355 8.75186 8.08521 5.5678 0.541351
internal_count=3910 3469 965 441 2504 2473 828 2431 2192 450 228 1742 49 1693 321 1372 190 132 1363 275 798 775 298 238 80 477 438 403 1337 83
is_linear=0
shrinkage=0.00143946


Tree=455
num_leaves=31
num_cat=0
split_feature=156 15 51 474 480 15 3 156 2 401 158 123 483 453 129 1211 1372 33 9 2 146 149 452 39 42 42 394 12 2 14
split_gain=0.179625 0.199895 0.193527 0.265675 0.192058 0.184467 0.233661 0.197 0.205057 0.192479 0.191445 0.222295 0.219272 0.200933 0.201793 0.203026 0.191429 0.194419 0.220745 0.203525 0.191559 0.193341 0.186969 0.162142 0.21314 0.188437 0.193453 0.181803 0.176591 0.199444
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.11024000000000002 -1.0000000180025095e-35 0.08456000000000001 -0.19153499999999998 0.31335500000000011 0.10691500000000002 -0.13811499999999996 0.10072000000000002 0.085745000000000002 0.083190000000000014 0.086245000000000002 0.089075000000000015 0.093990000000000004 0.082530000000000006 -1.0000000180025095e-35 -0.007134999999999999 0.091370000000000021 -0.048654999999999997 0.089495000000000005 0.094895000000000021 0.085195000000000007 0.16168500000000002 -0.11403999999999999 -0.10298999999999998 -0.08786999999999999 0.10809500000000001 0.11500500000000001 0.077685000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 -7 10 12 22 13 14 15 16 -10 -18 19 -19 21 23 -12 24 -21 -26 -27 28 29 -28
right_child=1 4 -4 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0037501621557713377 -0.0040490358352140762 -0.002290046219300939 -0.0012706690008072955 0.0031604209475891059 -0.003760340531101896 0.0029298780603816063 0.0037615186020676745 -0.0037669708773934566 -0.0038287730122015338 -0.0037607236151175776 -0.0035303346934668972 0.0028450723349626853 -0.0030582710870272018 -0.0034433163552490143 -0.0030142463497914761 -0.0036210265293095938 -0.003536575213327153 -0.0034931472668931164 0.004575353650945517 -0.0025341351129694401 -0.0038600731061330506 -0.0037278145087796043 0.0022155082746526931 0.0038968601939265634 0.0036371162102666653 -0.0037749278754813319 0.00052322242084268324 -0.0016129646411732223 0.0021574824936776392 -0.0029479382199913431
leaf_weight=0.18947587348521011 0.079486852278932929 0.54211155807571287 0.26450657518580556 0.7026414061110724 0.20794617920910141 0.31024405668723254 0.21895797958131957 0.20494341961602991 0.15844394432496578 0.20234599740069903 0.57080482804303834 0.11746127344667912 0.31862561281013846 0.22282561648171473 0.2785434906982126 0.19151846748718604 0.18155880612902109 0.19442888954654236 0.17111406452022571 0.33408795007562098 0.14846160390880037 0.15570839121937829 0.091847180388867855 0.18919186899438578 0.26046911554294006 0.1513994816632217 9.6206715671796807 0.55245193798327896 0.91364085731038436 0.23694277265167407
leaf_count=197 3 114 21 269 208 49 66 153 43 175 281 18 156 32 130 184 29 25 4 73 9 18 4 20 14 69 1287 95 120 44
internal_value=0 -9.16117e-05 0.00149307 0.00242773 -0.000190651 -0.000145768 -7.31008e-05 -0.000126316 -7.8404e-05 -0.000139554 -9.09005e-05 -0.0018939 7.5965e-06 7.75651e-05 0.00013467 0.000199834 0.000254984 0.000304339 0.000358278 0.000301714 0.000360445 0.000410917 -0.00273393 0.000463485 0.000409667 0.000493471 0.000422115 0.00047823 0.000585486 0.000439788
internal_weight=0 17.7934 1.04663 0.782128 16.7467 16.5388 15.9967 15.7777 15.5728 15.2625 15.0602 0.780113 14.2801 13.9615 13.7386 13.4601 13.2686 13.1101 12.9286 12.7575 12.563 12.4146 0.662652 12.2589 12.0697 11.7356 11.4751 11.3237 10.7713 9.85761
internal_count=3910 3713 293 272 3420 3212 3098 3032 2879 2830 2655 303 2352 2196 2164 2034 1850 1807 1778 1774 1749 1740 285 1722 1702 1629 1615 1546 1451 1331
is_linear=0
shrinkage=0.00373768


Tree=456
num_leaves=31
num_cat=0
split_feature=1 150 484 12 40 4 0 4 52 3 403 4 453 3 52 52 151 151 2 0 4 4 4 47 457 4 52 1373 1374 0
split_gain=1.0981 0.789806 0.649474 0.640286 0.651959 0.603062 0.600358 0.529082 0.627191 0.464338 0.454226 0.433329 0.697853 0.424686 0.406225 0.613802 0.434678 0.483276 0.437256 0.787576 0.723931 0.450504 0.709688 0.446552 0.47015 0.435452 0.390737 0.389361 0.449654 0.385027
threshold=0.094485000000000013 0.077110000000000012 -0.0043499999999999988 -1.0000000180025095e-35 0.34489500000000001 -0.14963999999999997 -0.23029999999999998 -0.49837999999999999 0.10433000000000002 -0.16409499999999996 -1.0000000180025095e-35 0.22584000000000001 1.0000000180025095e-35 0.31335500000000011 0.16064500000000001 0.14114500000000005 -0.083559999999999982 -0.082774999999999987 0.10393500000000001 -0.070894999999999986 0.15927500000000003 -0.076329999999999995 -0.08422499999999998 0.09550500000000002 0.088175000000000017 -0.084009999999999987 -0.036004999999999988 -1.0000000180025095e-35 0.09309000000000002 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 7 -7 8 -4 -8 -11 13 -13 -5 15 16 -12 -18 19 20 21 22 -19 24 29 -24 -9 -3 -29 -23
right_child=1 27 5 11 -6 6 9 26 -10 10 14 12 -14 -15 -16 -17 17 18 -20 -21 -22 23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012634510279131729 0.00073915243574220043 -0.00035524648500438071 -0.001197889034885899 -0.00057986147790190282 -0.0014091911333998441 0.00037870061348048922 0.00084570416469618168 0.0012763854625581653 0.00052481106526735839 -0.0011254938510065189 -0.0011404763880879796 0.00032934008728054213 -0.0014059940482093734 0.0013731809914957966 -0.0013467992314081263 0.0015256278494046051 0.0014766015428997411 -0.0013747311920359938 -0.0011702090936086965 0.0010279261955071892 0.00085348798307448943 -0.00033260397962749284 0.0016425642144933805 0.00063042280856780077 0.00037406282574741693 -2.7380728855670122e-05 0.00018767366562970518 0.0010704963810310806 -0.00092839103161050239 -0.0013942314237124095
leaf_weight=1.2742148309480423 2.6112909583025607 0.52011297969147596 0.88854040275327839 4.3936081751016882 0.28608211316168297 1.681071038823579 0.47229566168971793 0.87817850918509077 0.68171385081950575 1.9320298020611542 1.312968585698395 3.4943595170043413 0.48123963177204121 0.21307875704951573 0.81127315247431475 0.30738813662901598 0.26773224328643941 0.66916756564751301 1.0899303999030969 0.78560684539842718 0.77319491002708662 0.83301992528140134 0.32807611976750228 0.35515535122249264 0.43015123135410238 2.171351161145135 1.9112773917731856 2.6452326260041441 0.22270831884816278 2.4798264636192529
leaf_count=485 277 12 58 433 8 40 20 32 19 756 151 159 20 18 216 5 7 90 159 21 23 20 5 31 14 174 73 248 12 324
internal_value=0 0.000147051 -0.000326822 -2.21155e-05 0.000527028 -0.000270152 -0.000386963 0.000177303 -0.000449992 -0.000472663 -0.000515466 -0.000207506 0.000119281 -0.000489525 -0.000422037 -0.000358477 -0.000408855 -0.000314524 -0.000362887 -0.000263185 -0.000389343 -0.000521583 -0.000139018 -0.000817372 -0.000954747 0.000191817 0.000530423 0.000720232 0.000915274 -0.00112728
internal_weight=0 14.8677 22.3342 11.4797 2.89737 21.0599 16.7002 4.35971 1.57025 15.0192 14.5469 8.58229 3.9756 4.60669 12.6148 11.8036 11.4962 10.1832 9.91548 8.82555 8.03994 7.26675 3.16859 4.09815 3.743 2.49943 2.78946 3.38805 2.86794 3.31285
internal_count=3910 1187 2723 915 285 2238 2056 182 77 2016 1996 630 179 451 1240 1024 1019 868 861 702 681 658 269 389 358 179 105 272 260 344
is_linear=0
shrinkage=0.00135103


Tree=457
num_leaves=31
num_cat=0
split_feature=31 138 2 160 2 2 1446 1 15 3 11 48 160 0 4 13 13 12 159 1375 0 40 16 0 12 131 131 33 475 159
split_gain=0.170463 0.167757 0.177981 0.247969 0.204322 0.251423 0.210479 0.212407 0.323032 0.316405 0.59189 0.308318 0.244797 0.283926 0.19706 0.19557 0.271102 0.258887 0.185366 0.175688 0.225448 0.196453 0.220259 0.354496 0.266343 0.209676 0.26297 0.194874 0.201052 0.172148
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086545000000000025 0.091575000000000017 0.087005000000000013 0.087995000000000004 0.091660000000000005 0.085110000000000005 -1.0000000180025095e-35 0.082730000000000012 0.08184000000000001 0.088875000000000023 0.089480000000000018 -0.070894999999999986 0.28937500000000005 -0.5337599999999999 -0.41810499999999995 0.10058500000000002 0.09678500000000001 -1.0000000180025095e-35 -0.14136999999999997 0.028705000000000001 -0.083564999999999987 -0.084304999999999977 0.090385000000000007 0.097135000000000013 0.10424500000000002 -1.0000000180025095e-35 -0.083904999999999993 0.096890000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 -4 -6 7 8 11 10 -9 18 13 -13 -12 -10 -17 -18 -7 -2 -21 22 23 24 -22 27 -27 -24 -29 -20
right_child=1 -3 4 -5 5 6 -8 9 15 -11 14 12 -14 -15 -16 16 17 -19 29 20 21 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.003226217615333806 -0.0036265422381812867 0.0035870274976866649 0.0022240234714624133 -0.003534986496218021 -0.0035948533222195777 -0.0035251453831665618 -0.0035607421936595107 0.0031875893686828449 -0.0033861703696990747 1.0951713880966023e-05 -0.0036089126358480332 -0.003621402043382457 0.0029647913795731152 0.0016195642714929902 0.00077616521997302221 0.0037146901474598001 0.00056832170790029426 -0.0024572995434730392 0.0036691744543763303 0.0013926792207853563 -0.0033845704412066111 0.0025790928529046786 0.00011514297679577896 0.0022670542248685471 3.3880945627103627e-05 0.0025701359305061915 -0.0035689820553414307 0.0012241803602932731 -0.0031186324676346668 -0.0035621528009971894
leaf_weight=0.18987474273308436 0.21816164786287107 0.14964945011888531 0.52874933287966897 0.3626894324333988 0.24460173995612322 0.87342711279780239 0.20021433271176725 1.2308119993249418 0.17599163530394468 3.6464847170136636 0.24947368132416148 0.29284144763369113 0.25191920368524734 0.23475968142156478 0.26792490715160966 0.29259674437344152 2.4412554512600693 0.41745193194219599 0.095806932426057756 0.77580242056865234 0.40869242780900072 0.22179330280050624 0.39680726366350416 0.61172542326676138 0.96736801994848065 0.28760195092763741 0.12670450606674422 0.14931569118925825 1.343389827699873 0.073209300986491144
leaf_count=113 39 31 69 91 194 451 90 247 6 345 107 112 18 31 33 8 368 133 3 84 263 20 34 108 64 29 91 50 614 64
internal_value=0 -0.000156021 -0.000188236 -0.0006914 6.82083e-05 -3.55236e-05 4.55081e-05 0.000113986 -0.00040181 0.000606315 0.00184815 -0.00160355 8.54367e-05 -0.0012894 -0.00133818 0.000256239 0.000459657 0.000126496 -0.00286654 -0.000504135 -0.000375346 -0.000679249 -0.000847643 1.82825e-05 -0.000981405 -0.00159478 0.000692652 -0.00209634 -0.00268422 0.000536928
internal_weight=0 17.5372 17.3876 5.87005 11.5175 10.9888 10.7442 10.544 5.14926 5.3947 1.74821 1.82196 0.77952 0.527601 0.517399 3.3273 3.1513 2.85871 1.04244 5.50736 5.2892 4.5134 4.29161 1.98779 1.37606 2.30382 0.414306 1.88951 1.49271 0.169016
internal_count=3910 3797 3766 1487 2279 2210 2016 1926 1194 732 387 679 161 143 140 515 509 501 518 1396 1357 1273 1253 435 327 818 120 698 664 67
is_linear=0
shrinkage=0.00355046


Tree=458
num_leaves=31
num_cat=0
split_feature=151 4 11 403 150 484 151 480 1456 1213 1 129 1373 159 48 52 51 484 1374 0 14 52 133 13 131 151 4 12 4 16
split_gain=0.169493 0.209578 0.295171 0.206382 0.203499 0.194823 0.218699 0.182456 0.178377 0.183691 0.177838 0.171164 0.16364 0.155175 0.153354 0.255377 0.22728 0.184907 0.174867 0.347465 0.194674 0.189148 0.231994 0.226328 0.217109 0.238687 0.29437 0.320153 0.285843 0.257544
threshold=-0.52174999999999983 0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 0.081245000000000026 0.073820000000000011 -0.08514999999999999 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12058000000000001 -1.0000000180025095e-35 0.11103 -0.11345499999999999 0.09227500000000001 -0.42985499999999993 -1.0000000180025095e-35 -0.21085499999999996 -0.094679999999999986 -0.23029999999999998 0.077685000000000018 0.11401500000000002 -0.26719999999999994 -0.091229999999999992 0.097135000000000013 -0.016164999999999995 -0.019454999999999997 -1.0000000180025095e-35 -0.23071499999999998 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 6 -2 8 -5 -10 -3 -11 14 -12 15 -13 -16 -17 -19 -20 21 22 -21 -24 25 -25 27 -27 29 -29
right_child=1 4 -4 7 -6 -7 -8 -9 9 11 13 12 -14 -15 16 17 -18 18 19 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0032257294785203003 0.0024137618243093638 -0.00021798441792244863 -0.0029889567905397613 -0.0021656284881501442 0.0035664976536619896 0.00087443746725103608 -0.0035436724045736375 -0.0035469546976952902 -0.0035372843617326533 -0.0035702613698154915 -0.0029802280519247819 -0.0035594384905203906 -0.0033403969986136603 0.0031432176382337404 -0.0029707715418417196 -0.0036242098462992397 0.0014071384416023919 -0.0015167827453963412 0.0035702225408968031 -0.003572471954324162 -0.0029592912878062512 -0.0012249459076648826 0.0017529252230559646 0.001805069452131481 0.0029858812673171525 0.0035835017906827825 -0.001282118348844297 -0.0030650313931920008 0.00096482527925109945 0.00097719902601133002
leaf_weight=0.21521282769390637 0.088558534684125334 1.1873744910990343 0.46356044398271556 0.44553541723871148 0.32364218891598273 0.25567753565701423 0.57674834950739828 0.18004565244336923 0.17013888741348004 0.15185404717339324 0.059105438413098232 0.23679756405908392 0.16060284673585634 0.40376143719186086 0.15925973004777949 0.1591983852413098 2.0422073372319582 0.67966006923232392 0.3966115687508055 0.17329817207062959 0.23753710486926216 0.9266150051698786 1.5609626262157608 0.83871986644224783 0.33799637510674063 0.36610087312873574 1.9594908732834517 0.54177049727876614 1.4918886702798855 0.30801215081010014
leaf_count=65 12 148 157 308 100 60 816 207 231 43 6 164 17 201 21 84 229 41 15 103 30 201 101 153 20 39 178 19 111 30
internal_value=0 -7.34463e-05 -0.000216541 -0.000127572 0.00100736 -0.0017443 -0.00275068 -1.74752e-05 3.01458e-05 0.00010599 0.000505461 0.000154689 0.000199664 0.00236129 0.000245455 6.33462e-05 0.00109043 0.000149323 0.000210507 0.000338964 0.000192373 0.000280398 0.000464461 0.000558937 0.000240016 7.14548e-05 -0.00024008 0.000513995 3.41028e-05 -0.00159988
internal_weight=0 16.8827 14.9088 14.4453 1.97388 0.920984 0.665307 13.5243 13.3443 12.8987 1.65024 12.7286 12.5767 0.462867 12.4161 10.2147 2.20147 9.97786 9.81866 9.139 8.74239 8.50486 7.57824 7.40494 5.84398 5.50598 4.66726 2.70777 2.34167 0.849783
internal_count=3910 3845 3390 3233 455 888 828 2345 2138 1830 355 1599 1556 207 1539 1289 250 1125 1041 1000 985 955 754 651 550 530 377 199 160 49
is_linear=0
shrinkage=0.00352966


Tree=459
num_leaves=31
num_cat=0
split_feature=1 47 48 50 15 50 401 129 484 3 2 15 52 129 3 43 49 3 49 0 3 1212 0 4 4 4 15 2 48 1
split_gain=1.10762 0.694684 0.615579 0.614871 0.598095 0.568408 0.566254 0.543042 0.548035 0.577757 0.587572 0.544093 0.507776 0.493788 0.636736 0.69535 0.550158 0.534067 0.481984 0.480173 0.461853 0.458318 0.422216 0.740786 0.754386 0.417364 0.423113 0.521234 0.465941 0.401331
threshold=0.10113500000000002 0.087850000000000025 0.12862000000000004 0.088425000000000017 0.035895000000000003 0.11843500000000001 0.083100000000000021 0.093990000000000004 -0.0043499999999999988 -0.11266 0.11462500000000002 0.079360000000000014 -0.42035499999999998 0.092795000000000016 -0.078669999999999976 -0.077544999999999989 -0.47013499999999991 -0.060719999999999989 -0.085974999999999982 -0.10303999999999998 0.10223 -0.50114499999999984 -0.11287999999999999 -0.083329999999999987 -0.08422499999999998 -0.49837999999999999 -0.095799999999999982 0.087995000000000004 0.087945000000000009 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 12 7 8 20 11 13 -10 -2 14 16 -16 -11 -17 -19 -6 -1 -5 -18 24 -24 -20 28 -28 29 -27
right_child=1 -3 -4 21 19 -7 -8 -9 9 10 -12 -13 -14 -15 15 17 22 18 25 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013489888967894259 -0.0013247903946368858 -0.0002156416028803909 -0.00049904413469945095 0.0011306140349169585 0.00057601845989083448 -0.00065287716796106157 -0.0012522549889114397 -0.0013553203494026007 0.00055605771046195781 0.0011236405376110813 -0.001205767002076163 -0.00082294842960807079 0.00097350792804459698 0.0013856957475586057 0.00073703826257282294 -0.0013459123506792646 0.00033336131458292265 -0.0012545093757125221 -0.00094332103136152113 -0.00095016972025972161 0.0013657470191912198 -0.0011878110312546959 -0.00077568094039026289 -0.0011661374514054703 0.00099257606370287024 0.00058371425841266089 -0.00027887241785863788 0.00078686191210184991 -0.0011724449400950581 -0.00071398593305657719
leaf_weight=0.98456575002639002 0.17325077328132366 4.4814606999279922 1.0717698531225321 0.16206070245243598 0.72034543473273516 0.44894573348574329 0.88901218280079675 0.66310428356518869 3.4210490712430426 0.33240068983287141 0.9581384638440803 0.58310199377592642 4.9425198702374464 0.36013851501047689 1.9307414932991376 0.59729021854582232 0.6980971174780376 0.53465755702927698 0.66833814373239775 0.71547120041213907 0.1227203612215817 1.7701834915496863 1.0811691079870795 2.9884268065506912 0.68707504065242586 1.1032230339478704 1.1832588664255852 2.4611008034553379 0.7059963687788694 0.6651432174257933
leaf_count=324 70 249 41 9 23 27 236 122 110 6 109 48 526 7 106 163 25 23 49 51 3 547 209 613 33 43 37 65 20 16
internal_value=0 0.000200961 0.000432244 -0.000277692 0.000574823 0.000770741 -0.000219144 -0.000178736 -0.00014338 -9.55826e-05 -0.000202049 0.000355241 0.000895674 -0.000141932 -0.000177115 2.69885e-05 -0.000524499 -0.000146129 -4.82537e-05 -0.000184485 -0.00104812 -0.000993361 -0.000624933 -0.000765574 -8.86009e-05 4.67703e-05 0.000154916 0.000440837 -0.000266201 9.56047e-05
internal_weight=0 12.5538 8.0723 25.551 7.00053 5.56472 23.6187 22.7297 22.0666 20.9593 16.9552 4.00415 5.11577 15.9971 15.6369 9.84975 5.78717 7.91901 7.32172 1.43582 1.10729 1.93224 5.45477 4.75667 1.76824 6.78706 6.11872 3.64436 2.47436 1.76837
internal_count=3910 987 738 2923 697 623 2367 2131 2009 1682 1524 158 596 1415 1408 522 886 416 253 74 327 556 880 855 242 230 181 102 79 59
is_linear=0
shrinkage=0.00131955


Tree=460
num_leaves=31
num_cat=0
split_feature=1 4 39 4 52 457 3 51 48 403 133 2 0 4 3 132 52 15 12 16 47 16 150 51 42 394 160 1212 15 159
split_gain=0.77221 0.805349 0.777508 0.653804 0.630302 0.583096 0.60401 0.527216 0.523836 0.499611 0.508213 0.496134 0.657119 0.913233 0.467076 0.458587 0.400905 0.389674 0.388902 0.356719 0.507646 0.403854 0.397014 0.316754 0.338413 0.408192 0.31534 0.284745 0.312517 0.313367
threshold=0.085990000000000011 -0.15333499999999997 0.005105000000000001 -0.49837999999999999 0.10433000000000002 0.069705000000000003 0.31335500000000011 -0.40274499999999996 0.088825000000000015 -1.0000000180025095e-35 -0.10870499999999998 0.10393500000000001 -0.084074999999999997 -0.00027999999999999998 -0.083604999999999985 0.079995000000000011 0.10218500000000001 0.091195000000000012 0.088325000000000015 -0.095109999999999986 0.091010000000000021 0.67964000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082514999999999991 -1.0000000180025095e-35 -0.50114499999999984 0.035895000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 6 15 -4 -7 -3 -11 12 13 -12 -15 19 23 18 -16 20 26 22 -21 -14 25 -25 -2 -24 29 -29
right_child=2 9 7 -5 -6 8 -8 -9 -10 10 11 -13 16 14 17 -17 -18 -19 -20 21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0012834946435248053 -0.00076310399070278945 -0.0013054339626460518 -0.0014636261513362725 0.00068028182150368563 0.00051212472598514741 0.0010865275733791685 0.0011445751954727564 0.00083921626286634105 -9.9415619735568822e-05 -0.0014332669015860433 -0.0012093383090827114 -0.0012440846121822362 -0.0011662892146565096 -0.001237202133085669 0.00041830603381342012 0.00063925435342364453 -0.0014245212288431556 0.0015274527450970612 -0.0010291150339294035 0.0010437740885613131 -0.00062038157655910431 0.0013446389218644333 0.0011692972955876521 0.00076030589296428332 0.0010222285393559456 -0.0014327032472386235 0.00060241207837701091 -0.0014488168957768554 -0.0013762118023765307 -0.00041912999168754628
leaf_weight=0.89240135840373136 0.40433983708498988 1.4810086166253285 0.21237962506711516 2.3464671720867036 0.69820517511107028 1.5398669848218554 0.64860482077347192 3.2136888105305834 1.4482452007941899 0.90149133652448377 2.100778513646214 1.0191304510517509 0.20496880164137188 0.48193448325037058 1.3463663623551836 1.0383322060806683 0.23166077042696986 0.42037887393962581 0.51397179515333835 0.27446317661087771 1.7063113783951847 0.21673469664528955 0.1593703926773723 0.40766505990177393 1.6320775134081549 0.29182449533254939 2.0932179298251845 0.69944154017139037 1.2484067423210943 3.8643876855203478
leaf_count=56 38 691 10 91 19 89 111 362 37 261 394 191 68 42 92 89 93 8 41 17 74 10 10 10 84 68 98 82 319 355
internal_value=0 -0.000344293 8.6766e-05 0.000205339 -0.000495298 -4.93901e-05 -0.000185117 0.000696465 0.000511738 -0.000540421 -0.000421812 -0.000316408 -0.000192526 -0.000505906 2.89995e-05 -0.000258798 0.000358049 0.000296558 1.84144e-05 -0.000346218 -2.52476e-05 -0.000555 -0.000620916 0.00052085 0.000669167 -0.00015461 0.000381343 -0.000697428 -0.000748613 -0.000576937
internal_weight=0 14.9703 18.7678 3.93707 1.59061 15.3417 12.3536 3.42607 2.98811 11.0333 9.55225 8.65076 7.63163 4.86343 2.76265 11.705 2.7682 2.28072 1.86034 10.6667 4.20387 6.4628 6.24607 2.53654 2.33157 0.69949 2.49756 5.97161 5.81224 4.56383
internal_count=3910 2209 1701 166 75 1329 1203 372 126 2043 1352 1091 900 577 183 1092 323 141 133 1003 210 793 783 230 162 78 136 766 756 437
is_linear=0
shrinkage=0.00141557


Tree=461
num_leaves=31
num_cat=0
split_feature=1365 1 484 15 47 48 14 1 0 51 0 0 4 52 3 2 3 132 0 1186 42 52 160 160 52 52 16 157 49 43
split_gain=0.165672 0.189908 0.266893 0.240093 0.296765 0.332526 0.247921 0.237931 0.263989 0.206415 0.285398 0.257038 0.237614 0.367139 0.312493 0.337232 0.238112 0.231972 0.239439 0.210013 0.222585 0.206275 0.187872 0.207948 0.335346 0.354362 0.216713 0.180399 0.171154 0.152598
threshold=1.0000000180025095e-35 0.094485000000000013 -0.065229999999999996 0.035895000000000003 0.09252500000000001 0.12862000000000004 -0.24168999999999999 0.11026000000000001 -0.10303999999999998 0.08955500000000001 -0.23029999999999998 -0.077944999999999987 -0.49837999999999999 0.10433000000000002 -0.088024999999999978 0.10705000000000002 -0.078669999999999976 0.083140000000000006 -0.081964999999999996 0.085080000000000003 -1.0000000180025095e-35 -0.42035499999999998 0.099550000000000013 0.092810000000000017 0.084890000000000007 0.048490000000000012 -0.50388999999999984 -0.016164999999999995 0.082865000000000008 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 27 -5 -9 10 -4 17 13 -13 -14 16 -16 18 19 20 -12 -8 23 24 25 26 -22 -3 -11 -18
right_child=-2 3 9 7 -6 -7 21 8 -10 28 11 12 14 -15 15 -17 29 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0040285964411488793 -0.0027599810583104974 0.0040423285630928488 0.0024829742566323753 -0.0032858242890031345 -0.00039521893951521142 -0.0021653092655872486 -0.0039833572355999327 0.0035395334889688416 -0.0018629882489491294 -0.003231546154526838 -0.0033186508494659904 -0.0035394165231484621 0.0026209330807858578 0.0020041785943679395 -0.004100041204099728 -0.004086096909538108 0.0040078318452124624 -0.0040572316911746892 -0.0034492421590434853 0.0026498857735055641 0.00372669492493524 0.0028698927034434196 -0.0040491855595756908 0.0035485211826625463 -0.0035793407226434406 0.0033712057919203257 -0.00074635635043577013 -0.00093704652825951499 0.0017722072602552159 0.00031502654970469717
leaf_weight=0.31096855020587355 0.36933812624192697 0.14184760914940853 0.61800759186735454 0.48973471920180578 1.9838774191302944 0.34154957719147194 0.071774552867282515 0.25208861997816712 0.33056326207588427 0.59691061637568132 0.42930927484121628 0.46793556606280651 1.2214588108327011 0.31680712121305987 0.12571064490475725 0.2776409670477733 0.29920043431047849 0.33125962560006872 0.43487129443383388 0.33895139371452376 0.18402281007729637 2.142470821767346 0.20120983807282744 0.23117834411095817 0.44328559150017088 0.45233146504324384 2.4716464422162976 0.60902738796721756 0.13199765679746633 0.43305179486196343
leaf_count=391 74 45 30 122 235 14 97 18 56 158 323 55 117 9 101 154 21 119 271 49 12 489 41 10 239 39 372 84 62 103
internal_value=0 -6.73857e-05 -0.000400585 0.00047291 0.000820679 0.00155017 0.00197815 -0.00124278 0.000474452 -0.000287842 -0.000127761 -0.000314075 0.00059385 -0.00130142 0.00122485 -0.000276786 0.000955926 -0.000831018 -0.000624973 -0.000366512 -0.000598194 0.00264775 -0.000305019 -0.000105846 -0.000343735 0.000117751 -0.000436399 3.60598e-06 -0.00232542 0.00182392
internal_weight=0 16.6807 10.3178 6.36293 5.29055 3.30667 2.96512 1.07239 0.582652 10.0068 9.27788 8.65987 3.14181 0.784743 2.35706 1.1356 0.857963 5.51807 5.18681 4.75194 4.41298 2.21425 3.98367 3.78246 3.55129 3.108 2.65567 0.750875 0.728908 0.732252
internal_count=3910 3836 2676 1160 964 729 715 196 74 2285 2065 2035 560 64 496 379 225 1475 1356 1085 1036 586 713 672 662 423 384 129 220 124
is_linear=0
shrinkage=0.00397652


Tree=462
num_leaves=31
num_cat=0
split_feature=158 31 1 13 151 15 14 2 48 457 2 51 11 2 2 133 0 16 9 3 130 1365 1447 51 3 15 151 1 3 0
split_gain=0.158072 0.176181 0.157225 0.199007 0.180797 0.370667 0.230715 0.19878 0.231889 0.25372 0.23068 0.213992 0.200453 0.206048 0.23606 0.183417 0.180022 0.204217 0.188097 0.244268 0.184276 0.175168 0.173185 0.172647 0.333465 0.174931 0.16939 0.345271 0.32348 0.289089
threshold=0.11034000000000001 -1.0000000180025095e-35 0.12730000000000002 -0.040319999999999995 0.087190000000000017 0.10043500000000001 0.077685000000000018 0.086650000000000019 0.086125000000000021 0.082870000000000013 0.085355000000000014 -0.069529999999999995 0.088315000000000018 0.087005000000000013 0.087995000000000004 0.19121000000000002 -0.19631499999999999 -0.055679999999999993 0.091370000000000021 -0.075679999999999983 -0.084569999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.11265500000000002 -0.073314999999999991 0.05680000000000001 0.078340000000000007 0.076695000000000013 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 9 10 11 -3 13 -9 -15 21 -13 18 19 20 -18 22 -16 -5 -25 -26 27 29 -29 -24
right_child=-2 2 3 23 -6 -7 -8 12 -10 -11 -12 16 -14 14 15 -17 17 -19 -20 -21 -22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=0.00369726562496645 -0.0031037148942128175 0.0020023400884027188 0.0029217954711288608 -0.0036612963728061142 0.0014260192729216538 -0.0027359169527625643 -0.0035333791960981075 0.0029991223481468758 -0.0029096150438595353 0.0028146887385929677 -0.0036982181017268896 0.0036989335576911209 -0.0028152061669398441 -0.0036521935936216529 -0.0027975266248823046 -0.0035326505378685076 -0.0037466711263650677 -0.0029021452497526609 0.0024270211981734322 -0.0030571538493244883 0.00034634170054198863 -0.0022622567348408273 -0.0012535355527716657 0.0034177229849408648 0.0014231152696393748 -0.0029976053327898889 -0.001227353307503055 0.0034034383847201147 0.00082668868241483992 0.00089650562381585186
leaf_weight=0.16066430861247383 0.22651399131427652 0.42381134563766076 0.48358297243248671 0.13763611507602036 0.82473178830696348 0.77812644195364633 0.26061369455419559 0.36150538330548254 0.5505334009285433 0.29493147940956976 0.30060394634347165 0.11415827553719404 0.27243746646126954 0.20109737120583293 0.19988954301515782 0.15828383113694133 0.16097215257468889 0.54862622041400255 0.26282518135849375 0.48273417976452071 1.3192505238112051 0.30929151253076259 1.3844979480418274 0.34552817707299144 0.19502647931221873 0.29086819081567228 0.59459886595141132 0.97893416944134548 1.8109253325092138 1.985203491902213
leaf_count=110 167 76 157 19 107 303 82 48 113 26 148 3 75 172 95 161 33 219 14 54 499 44 474 67 24 20 22 189 172 217
internal_value=0 -6.57679e-05 -0.000103481 0.00102955 -0.000216378 -0.000314862 -0.000169677 -0.000100733 -0.000715232 -0.000406094 -0.00066901 -0.000394105 0.000231085 0.00033503 0.000208686 0.000313301 -0.000745712 -0.000928595 -0.000442141 -0.0008263 -9.87677e-05 0.000397113 0.000515392 8.52684e-05 0.000705485 -0.00122323 0.000613438 0.000791135 0.00173084 1.31254e-05
internal_weight=0 16.1919 16.0312 1.45264 14.5786 13.7539 12.9757 12.7151 4.45845 3.90791 3.61298 3.31238 8.25666 7.98423 7.62272 7.42162 2.88857 2.77441 2.22578 1.96296 1.48022 7.26334 6.95405 0.969059 0.831423 0.485895 6.75416 6.15956 2.78986 3.3697
internal_count=3910 3743 3633 287 3346 3239 2936 2854 1185 1072 1046 898 1669 1594 1546 1374 822 819 600 586 532 1213 1169 130 111 44 1074 1052 361 691
is_linear=0
shrinkage=0.00361147


Tree=463
num_leaves=31
num_cat=0
split_feature=4 151 12 3 49 151 2 50 47 474 15 15 16 14 49 160 2 4 15 49 1375 16 51 158 160 15 49 0 1186 43
split_gain=0.78761 0.592154 0.488302 0.453531 0.61005 0.426211 0.419185 0.39901 0.584416 0.515015 0.347342 0.335609 0.406026 0.443287 0.52346 0.481464 0.395074 0.422067 0.335531 0.30927 0.307998 0.249662 0.219578 0.21884 0.28791 0.357646 0.356378 0.289864 0.376629 0.578307
threshold=0.28937500000000005 -0.27336999999999995 0.084100000000000022 0.10666500000000002 -0.22390499999999999 -0.086769999999999986 0.092340000000000019 0.11901000000000002 0.096475000000000019 -1.0000000180025095e-35 0.085450000000000012 -0.095799999999999982 0.081265000000000018 0.077685000000000018 -0.073619999999999977 -0.092169999999999988 0.083585000000000007 -0.10647999999999999 0.23789500000000002 -0.075429999999999983 -0.43271999999999994 -0.30307999999999996 -0.0032349999999999996 0.084965000000000027 0.031805000000000007 -0.094449999999999992 -0.072894999999999988 -0.077944999999999987 0.085080000000000003 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 18 6 19 8 9 -3 11 -7 13 14 -13 -16 17 -17 -4 -1 -18 -22 -21 24 27 -26 -27 28 -6 -30
right_child=1 7 3 -5 23 10 -8 -9 -10 -11 -12 12 -14 -15 15 16 20 -19 -20 22 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.001039080571122866 -0.0013453898779885235 -0.0016121088785837551 0.00096525680463565243 0.00014527158558108401 -0.0011806093983372035 -0.00071668277312126477 0.0012818938925407864 -0.00093631183650826207 -0.00035252128999670564 0.0012709273450059975 -0.0011871241386492346 -0.00068219968518578276 -0.00069921178893208322 -0.0014587582745863061 -0.00092263039417636074 0.0011533853864733796 -0.00040092479995254722 -0.00073288470617413051 -0.00056683602312707657 0.00023297904317483937 -0.00026890763004952598 0.0010814220442401197 -0.0014147866787680491 -0.0014116657902390585 0.00079601496241836131 4.670125107771618e-05 -0.0014093006080348278 -0.00057998448435086982 -0.0014025592787341775 0.0011866344676472853
leaf_weight=0.26029931352240965 0.41262160707265172 0.12612746655941132 0.56659504212438949 1.1439132790546853 5.3668247965106222 3.3002105723717241 0.57714088202919811 0.36167414300143708 0.81469022633973498 1.5942365741066153 1.0031901033362363 1.3299134796252445 2.2563622289162595 0.37869153259089205 0.53625645185820481 0.30700984838767909 0.3862576272804249 0.82528114423622179 0.51447936519980431 0.2582961549051106 0.29359908006153723 2.1472208691993804 0.37263792008161434 1.1435344095807511 0.44552630028920237 0.67866964498534788 0.59523461974458669 3.8934488919621835 0.31728244491387148 0.33404496125876904
leaf_count=29 20 1 25 31 1285 172 48 18 40 347 131 92 155 20 31 27 5 56 17 32 10 136 28 245 22 22 151 671 38 5
internal_value=0 0.000193952 -0.00051299 -0.000685903 -0.000754524 -0.000330757 0.000369987 0.000413222 0.000605759 0.00105956 -0.000411371 -0.0003452 -0.000200296 -1.88496e-05 7.47523e-05 0.000298677 0.000464091 -0.000221441 0.000236139 -0.000220541 0.000738657 0.000918995 -0.000740213 -0.000838361 -0.000781995 -0.000263183 -0.000633619 -0.000871997 -0.00106091 -7.46448e-05
internal_weight=0 3.30935 29.2319 14.9996 13.8556 14.2324 1.46837 2.89673 2.53505 1.72036 12.764 11.7608 8.46059 6.20423 5.82554 4.49563 3.95937 1.13229 1.08107 0.891233 2.82708 2.44082 0.630934 12.7746 11.631 1.71943 1.2739 9.9116 6.01815 0.651327
internal_count=3910 426 3484 2512 2481 972 137 406 388 348 835 704 532 377 357 265 234 83 42 89 151 146 60 2439 2194 195 173 1999 1328 43
is_linear=0
shrinkage=0.00137344


Tree=464
num_leaves=31
num_cat=0
split_feature=1429 4 482 403 133 160 129 1374 0 1213 11 16 39 3 1365 151 484 484 150 457 4 1 49 48 12 130 160 4 43 4
split_gain=0.155911 0.193511 0.178059 0.165412 0.175441 0.188477 0.179792 0.174133 0.167578 0.163395 0.164332 0.179923 0.171027 0.181487 0.175331 0.163276 0.209609 0.153352 0.310994 0.202376 0.149791 0.145407 0.149816 0.172658 0.147226 0.139582 0.175436 0.133978 0.12958 0.280757
threshold=-1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.098580000000000015 0.14676000000000003 -1.0000000180025095e-35 0.08184000000000001 -0.40374499999999997 0.005105000000000001 0.10420500000000001 1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -0.0043499999999999988 0.094545000000000018 -0.098834999999999992 -0.59419999999999995 0.10420500000000001 -0.24167999999999998 -0.086624999999999994 0.10257000000000001 -0.082879999999999995 0.11161500000000001 -0.37626499999999991 -0.15426499999999996 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 8 20 -7 9 -5 -8 12 -12 14 -14 17 -2 -17 18 19 -11 -6 24 -23 -24 28 -25 -27 -26 -19 -30
right_child=1 -3 -4 4 5 6 7 -9 -10 10 11 -13 13 -15 -16 16 -18 21 -20 -21 -22 22 23 25 27 26 -28 -29 29 -31
leaf_value=-0.0026150711222328068 0.0016433188102998703 0.0025390180773675096 -0.0033772980426112291 -0.0035763761870477003 0.0037160176196174271 -0.0035766929914845935 -0.0035498407188528222 -0.0032256346869327618 0.0016188458424371273 0.0033448499270823696 0.00044550405085133095 -0.0030217780426038403 0.0023337334087988769 -0.00053080490197327261 -0.0028159774730214535 -0.0034010784190419713 0.00076608782016426337 0.0018703303591806636 0.0033165180866460311 -0.0033920293829904843 -0.0032070151082786414 -0.001591037373309002 -0.0020341483502165085 -0.00098660871328997693 0.00042725189257176175 0.0026941465280043036 -0.00041537062106868761 -0.003313372097570791 -0.0036911314547468897 0.00029605526137175029
leaf_weight=0.30908433548029535 0.16542179547832347 0.34778070804895911 0.2094789742332076 0.30953831404985521 0.044448994100093842 0.16124810872132833 0.14164075389270259 0.18508932148688551 0.10414762748405337 0.063560285838320851 0.36644259165041149 0.38540390171692784 1.0073781742248691 0.38319945705006819 0.23288853549456767 0.54512074621015472 0.20981094703893177 0.60577342088798936 0.14185825761524029 0.46843132243154961 0.33384986931923144 0.21627549966797266 0.15825791368843067 0.19762050034478318 0.21090348623692989 1.3442634840612293 0.27417680853977788 0.27937578491400916 0.22953819695975397 6.4565203036909846
leaf_count=181 25 210 145 211 1 54 207 37 4 4 36 85 236 34 57 836 49 41 17 360 230 12 16 6 5 177 13 59 30 532
internal_value=0 -7.43631e-05 -0.00013326 -8.86178e-05 5.06699e-06 7.27883e-05 0.000141851 0.00018677 -0.00226845 0.000234751 0.000275917 -0.00133186 0.000374433 0.00154436 0.000224897 -0.00154443 -0.00224294 0.000291415 -0.0013443 -0.00258713 -0.00239358 0.000401939 0.00120824 0.00151488 0.000174973 0.00182416 0.00216737 -0.00170427 0.000301327 0.000159172
internal_weight=0 15.7794 15.4317 15.2222 14.3018 13.8881 13.5098 13.3486 0.413686 13.1635 13.0219 0.751846 12.27 1.39058 10.8794 0.920353 0.754932 10.6466 0.67385 0.531992 0.378299 9.97271 2.19059 1.97432 7.78211 1.81606 1.61844 0.490279 7.29183 6.68606
internal_count=3910 3729 3519 3374 2464 2249 2018 1964 215 1927 1720 121 1599 270 1329 910 885 1272 381 364 231 891 224 212 667 196 190 64 603 562
is_linear=0
shrinkage=0.00354277


Tree=465
num_leaves=31
num_cat=0
split_feature=151 1348 1456 49 12 474 4 52 133 13 2 133 403 403 159 49 133 15 1 43 1366 13 1444 101 101 130 122 40 52 4
split_gain=0.154797 0.184909 0.197919 0.165884 0.19742 0.16753 0.218082 0.220641 0.295832 0.2368 0.270854 0.232194 0.212456 0.212191 0.188906 0.186809 0.178837 0.168013 0.210084 0.335191 0.160229 0.149934 0.144256 0.142614 0.163775 0.142354 0.140177 0.20381 0.151749 0.329264
threshold=-0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.10513500000000002 0.088325000000000015 -1.0000000180025095e-35 0.50657000000000008 0.11588000000000002 -0.26719999999999994 -0.091849999999999987 0.097940000000000013 -0.036599999999999987 0.10150000000000002 -0.088854999999999976 -0.52106999999999992 0.084840000000000013 0.092550000000000007 -0.19153499999999998 0.08844500000000001 0.052855000000000006 -1.0000000180025095e-35 -0.080814999999999984 -0.10662999999999999 -0.08175499999999998 -0.041339999999999995 0.092690000000000008 1.0000000180025095e-35 -0.012844999999999997 0.10599500000000002 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 5 -5 -4 7 8 -7 10 17 -9 13 -11 -13 20 -16 -10 19 -19 -15 -18 -2 -22 -25 26 27 -26 29 -29
right_child=1 -3 3 4 -6 6 -8 11 9 12 -12 14 -14 15 16 -17 21 18 -20 -21 23 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0033356161909007115 0.0037255790750384573 0.0035281994199516547 -0.0035205136203527027 0.0020103581026009467 -0.0017860899897441326 -0.0036946508328521937 0.0029307985378706969 0.0027273738977590849 -0.0033008045576971442 -0.003528193134103806 0.0024545024676736293 0.003339606468898092 -0.0037036241859333481 -0.0029463104989591931 -0.0032735481927417187 -0.0026722334207901267 -0.0037205638449052131 -0.0032661462432194035 0.002541041749994337 0.0016584230408362198 -0.0037892048336748553 0.0023081789555220661 -0.0033266115114198875 0.0039142649548910046 0.0026606143577831316 0.0029982881490868245 -0.003627405361558372 -0.0036870036826967879 0.0035143476563282636 8.7368810593911093e-05
leaf_weight=0.19723496504593718 0.04315834297449328 0.18738651507010295 0.19582456086208466 0.93777467386098645 0.22705935902922647 0.28652419772332649 0.30617545393761325 0.14820914882147906 0.17941143918869773 0.236918553338893 1.0677850812353424 0.079049486608710029 0.22607447689370097 0.22634188679510359 0.87781169394293168 0.34139455274271391 0.083475919149350375 0.35124106457077819 0.42579398742236663 0.38845688165747561 0.11960875650400016 0.16168953371379757 0.37558179792540158 0.15780197363344672 0.40365249149906901 0.22813814691471623 0.13445549673633639 0.32371461101864429 0.15945779534376914 6.5436425084227645
leaf_count=65 3 42 117 128 136 178 202 41 13 402 119 16 146 44 225 140 23 116 42 40 6 72 364 3 150 42 13 76 19 927
internal_value=0 -7.86173e-05 -0.000122977 -5.2983e-05 0.00127032 -0.000165886 -0.00011707 -0.000188031 -2.79661e-05 6.32796e-05 0.00108081 -0.00158692 -0.000206463 -0.000117381 -0.00211887 -2.38332e-05 -0.0025031 -9.83018e-06 0.00049677 -0.000679979 8.51423e-05 0.000255464 -0.00259976 0.000170161 0.000229724 0.000155116 6.93731e-05 0.000136267 -8.74316e-06 -9.05482e-05
internal_weight=0 15.4236 15.2362 14.8175 1.16483 13.6526 13.4568 13.1506 11.8004 11.5139 2.41269 1.35024 9.1012 8.87513 1.20203 8.63821 1.12298 1.3449 1.16549 0.739698 8.29681 0.245165 0.41874 8.07047 7.95086 7.79306 7.56492 7.43047 7.02681 6.86736
internal_count=3910 3845 3803 3436 264 3172 3055 2853 2476 2298 330 377 1968 1822 336 1420 320 211 198 156 1280 95 367 1236 1230 1227 1185 1172 1022 1003
is_linear=0
shrinkage=0.00365316


Tree=466
num_leaves=31
num_cat=0
split_feature=393 156 151 4 11 15 15 128 47 14 3 156 48 158 50 150 3 14 475 1213 48 374 1 151 457 13 12 43 16 3
split_gain=0.145482 0.145125 0.143684 0.166555 0.209197 0.166389 0.203569 0.182477 0.165422 0.178816 0.162009 0.160075 0.166679 0.189784 0.184533 0.183886 0.49243 0.252026 0.211394 0.195212 0.177083 0.172623 0.17231 0.165623 0.163123 0.142264 0.244592 0.215336 0.210634 0.205911
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.08184000000000001 -0.11739999999999999 -0.106555 0.086435000000000012 0.096475000000000019 -0.46879999999999994 0.31335500000000011 0.10477500000000002 0.093225000000000016 0.090625000000000025 0.10119500000000002 0.08882000000000001 0.094625000000000015 0.077685000000000018 -0.083559999999999982 -1.0000000180025095e-35 0.12862000000000004 0.082175000000000012 0.10080500000000002 -0.090394999999999989 0.059100000000000007 -0.45122499999999993 0.10129000000000001 -0.17307499999999998 0.15737500000000001 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 10 9 -5 11 12 13 14 15 17 -17 18 -8 -20 24 22 23 -21 -14 -25 27 -27 29 -29
right_child=1 2 3 8 -6 6 7 -9 -10 -11 -12 -13 20 -15 -16 16 -18 -19 19 21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0036714637409168303 -0.0036593928713381223 -0.0032618639889463287 -0.0017307255382000241 -0.00096189395374105132 -0.002895380792227118 0.0022684164608348196 0.0028796214803120746 -0.0030015990601023595 -0.00065278587228022973 0.0025625013037649633 0.0036696237200203371 -0.0036779102989768666 0.00081123128155852241 -0.0030230051328194443 -0.0036680722960775042 -0.0033071123631681831 0.0014174424572504993 -0.0037269863445090613 -0.0032130954617733587 -0.0036930630606415273 -0.00057520647910732205 -0.0037017055275066048 0.0017410427602272043 0.0024635260839686499 0.0038235005861579257 0.0024561197564380685 -0.0029919354285860146 0.003625842534671536 -0.0027915667602359802 2.633512109256836e-05
leaf_weight=0.15136697957495826 0.14899149128541189 0.18205058405873842 0.74886680554117901 0.24135363857203618 0.35689165488293007 0.52251595581764654 0.40755268842620029 0.27391826242092143 0.51074162256554689 0.92864169599488278 0.15887018767534833 0.15868531962769417 0.58510093454970113 0.30049802138455639 0.1862754556132139 0.69855160595034227 0.50636274856515229 0.20995158725418139 0.21899420517727364 0.14776479025020606 0.5267712076602038 0.14132272952701885 1.0321242238860575 0.35197867639361557 0.40468826959840953 0.53450744500149738 0.32579074640671013 0.22473814862313179 0.33184062038344553 3.5855107599528391
leaf_count=76 197 65 212 51 134 37 62 197 50 350 51 112 115 207 238 126 21 46 345 39 54 6 125 10 21 38 91 18 72 744
internal_value=0 -7.71389e-05 -4.10833e-05 -9.79868e-07 -0.000141298 -6.31854e-05 4.23353e-05 -6.04921e-05 0.00107934 0.00183547 1.2495e-05 -4.09114e-05 1.29245e-05 -0.000171715 -7.54794e-05 1.29154e-06 -0.00132163 0.000213484 0.000326781 0.000175877 0.00113347 0.000287053 0.000373322 0.000116756 0.00204284 0.000221896 6.41702e-05 0.000277071 -4.11996e-06 0.000238643
internal_weight=0 14.9519 14.8029 14.6208 12.9401 12.5832 11.8343 11.3118 1.68074 1.17 11.0379 10.879 10.7203 9.20376 8.90327 8.71699 1.20491 7.51208 7.30213 6.89457 1.51656 6.67558 6.53426 5.50213 0.989789 5.35437 5.00239 4.6766 4.14209 3.81025
internal_count=3910 3834 3637 3572 3121 2987 2775 2738 451 401 2541 2490 2378 2188 1981 1743 147 1596 1550 1488 190 1143 1137 1012 136 973 963 872 834 762
is_linear=0
shrinkage=0.00364788


Tree=467
num_leaves=31
num_cat=0
split_feature=1186 156 0 4 43 133 43 12 160 376 15 1213 39 48 52 33 1 38 50 1 9 393 48 2 47 49 49 3 484 133
split_gain=0.137467 0.131848 0.135157 0.219057 0.235341 0.193082 0.185523 0.17712 0.171651 0.167522 0.157536 0.155813 0.153699 0.180992 0.283984 0.185529 0.174141 0.187792 0.160016 0.166564 0.216607 0.209542 0.193534 0.255963 0.154316 0.15114 0.252352 0.169207 0.205983 0.166135
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.017269999999999997 -0.49837999999999999 -0.46376499999999993 -0.26719999999999994 -0.34918499999999997 0.08598500000000002 -0.40446999999999994 0.048375000000000008 0.28654000000000007 0.041025000000000006 0.005105000000000001 0.12649500000000002 0.024145000000000003 -0.007134999999999999 0.086245000000000002 0.13905500000000001 0.11515000000000002 0.10420500000000001 0.091370000000000021 0.085075000000000012 -0.086624999999999994 0.10457000000000001 0.092645000000000019 -0.085974999999999982 -0.24910499999999997 0.099570000000000006 -0.0043499999999999988 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -7 -5 -8 -6 11 12 13 15 -15 -10 -14 -18 19 20 21 24 -21 -24 25 26 -17 28 -27 -30
right_child=1 2 3 7 9 6 8 -9 10 -11 -12 -13 16 14 -16 18 17 -19 -20 22 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0030744126073464335 -0.0033400924297890327 -0.0029350690026428185 0.0020410902052902984 0.0026350304463108689 -0.0033115427601031347 -0.0022414427360290322 -0.0028741004726708804 0.00041213746045526471 -0.0027921059226017155 0.00096748408359367919 -0.0033151663513335912 -0.0022458774673677125 -0.0021252403246709416 -0.0030794265665543769 0.0018556388540534971 0.0014233794996258678 0.002387276999199381 -0.003408155222693908 -0.0033631657402139782 -0.002154401341954857 0.0038535789040613001 0.0023192198692826497 0.00013459246246688385 0.0025163061113097815 -0.002406113971762614 -0.0033750438192956447 -0.0028992141879742666 0.002146109778485106 0.00026643617924610298 -0.0021427646468884947
leaf_weight=0.17004550704586918 0.13485129703258003 0.27458200805994692 0.21998261474072933 0.70513005078101076 0.35681087487319052 0.43591020652820134 0.23008420997939083 0.91176276908663567 0.23297074978470789 0.14183093598694541 0.15375523534021418 0.31040332546763316 0.13528248597867676 0.4602398677379832 0.17990381729032379 0.21715702174697071 0.79954598902259022 0.067237555980682373 0.13610661221173437 0.18895684124436263 0.15805305028334249 0.37470305679016735 0.96379098189936518 1.041367060926859 0.34641657986503549 0.20238772646915126 0.48311390652087371 0.40916902001481492 3.8121772613995315 0.34635414776857931
leaf_count=163 197 212 9 166 102 127 229 109 25 17 19 243 22 57 14 16 265 4 97 18 5 33 112 176 107 294 67 28 725 252
internal_value=0 -6.22344e-05 -3.13132e-05 0.000701532 -0.000828487 -0.000174425 -0.000109554 0.00138155 -2.69427e-05 -0.00209444 3.25074e-05 7.98802e-05 0.000148277 1.81076e-05 -0.00169249 0.000140969 0.0013892 0.00193772 0.000219695 0.000276772 3.40462e-06 -9.48807e-05 0.00106787 0.00137152 -0.000250391 -0.000113878 -0.00155876 9.82373e-05 -9.3907e-05 6.57796e-05
internal_weight=0 14.43 14.2952 2.33552 0.718624 11.9597 11.6851 1.61689 11.2492 0.498642 11.0191 10.8653 10.5549 9.55287 0.640144 8.91272 1.00207 0.866784 8.67975 8.54365 6.34953 6.19148 2.19411 2.00516 5.81678 5.47036 0.700271 4.77009 4.36092 4.15853
internal_count=3910 3747 3550 403 128 3147 2935 275 2808 119 2579 2560 2317 2026 71 1955 291 269 1930 1833 1527 1522 306 288 1489 1382 83 1299 1271 977
is_linear=0
shrinkage=0.00333058


Tree=468
num_leaves=31
num_cat=0
split_feature=158 31 1338 1348 14 52 52 52 13 1 2 402 124 121 13 13 13 132 50 4 43 4 3 3 2 3 1 0 34 40
split_gain=0.126336 0.142812 0.135171 0.153686 0.151969 0.140088 0.156991 0.156414 0.234242 0.190771 0.181952 0.175937 0.223428 0.201554 0.160886 0.151743 0.214417 0.176041 0.211808 0.203451 0.269194 0.18221 0.169715 0.206258 0.162209 0.206702 0.159986 0.160006 0.159595 0.152817
threshold=0.11034000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.084895000000000012 0.078275000000000025 0.18936500000000003 0.14114500000000005 0.11588000000000002 -0.091229999999999992 0.11377000000000002 0.097940000000000013 0.088340000000000016 -0.048219999999999992 -0.084119999999999986 -0.084084999999999979 -0.083514999999999992 -0.077944999999999987 0.080815000000000012 0.083215000000000011 -0.23071499999999998 -0.46376499999999993 -0.14301 -0.16059999999999997 -0.115685 0.11230000000000001 0.11476000000000001 0.11235500000000002 -0.22851499999999997 -1.0000000180025095e-35 -0.048109999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 10 -9 -3 12 13 -10 -14 -16 -17 18 19 20 -18 -21 -23 -24 25 28 -26 -28 -25 -30
right_child=-2 2 -4 -5 -6 -7 -8 9 11 -11 -12 -13 14 -15 15 16 17 -19 -20 21 -22 22 23 24 26 -27 27 -29 29 -31
leaf_value=0.0034258175911307982 -0.0028666550310852221 0.00013717843080268409 -0.0034299285035140747 0.0025795534026167534 -0.0024843199453418742 -0.0014225547942256502 0.001928203100701586 -0.0033760745005095541 -0.0026078547150995821 0.0015925439186450019 0.0019721685078158374 -0.0028592538851860568 -0.0024966042736166388 0.0028577619589499376 0.0022861726066657874 -0.0029962585761670367 0.0029741468976618923 0.0014971182510962262 -0.0028189272012522975 0.0027762445075973571 -0.0024768032586891904 0.0034022709334750865 -0.0028346749709773742 -0.0033739817005293913 -0.0029130740420566796 0.0035199399024929416 -0.0032263103057455847 0.0024054439266553208 -0.0030664396869926995 0.00035385107656229418
leaf_weight=0.13089100956858324 0.18180107423540981 1.364105440909037 0.13456617215706579 0.24370248311606779 0.2943901487815318 0.78545097164169497 0.47319422020518764 0.31543106942263044 0.090853007335681468 0.11955043194757309 1.0911389452521687 0.27364156119438199 0.34858813667596145 0.45363248747888185 0.27215636235631713 0.30806597539048119 0.11844159010797739 0.66651729676232196 0.35683660579888954 0.26600648055317577 0.71650699829477815 0.15343482204478931 0.30675364256602478 0.14484150649512217 0.38841342597879691 0.20589598029619072 0.085349338594824076 0.16800389345735312 0.15294622971849303 3.504947436809863
leaf_count=110 167 239 23 68 108 425 44 62 12 53 181 265 364 129 27 157 3 179 210 17 150 27 35 25 103 14 14 46 31 622
internal_value=0 -5.63557e-05 -8.93756e-05 -5.64886e-05 -0.00010434 -5.09809e-05 3.62837e-05 -3.9124e-05 3.58524e-05 -0.0020105 0.000952669 -0.000214766 -0.000131667 0.00194577 -0.000270223 -0.000170917 -0.000259571 -0.000143041 -0.000309474 -0.000165312 -0.00170356 7.35671e-05 -6.71075e-05 -0.000174492 9.80851e-07 0.000251277 -0.00156243 0.000508225 7.42982e-05 0.00021084
internal_weight=0 13.9343 13.8034 13.6688 13.4251 13.1307 12.3453 11.8721 11.4371 0.434982 2.45524 8.98183 8.70819 0.544485 8.16371 7.81512 7.54296 7.2349 6.56838 6.21154 0.834949 5.37659 5.11059 4.95715 4.6504 4.00863 0.641767 0.253353 3.80274 3.65789
internal_count=3910 3743 3633 3610 3542 3434 3009 2965 2850 115 420 2430 2165 141 2024 1660 1633 1476 1297 1087 153 934 917 890 855 692 163 60 678 653
is_linear=0
shrinkage=0.00334944


Tree=469
num_leaves=31
num_cat=0
split_feature=393 1373 401 1429 1 0 3 133 157 403 1446 1186 2 15 4 147 151 11 1373 1375 47 14 2 0 1375 16 4 1212 13 16
split_gain=0.123368 0.124378 0.126045 0.125847 0.127197 0.321542 0.250177 0.186359 0.19166 0.17477 0.175993 0.160289 0.154874 0.169124 0.246796 0.186468 0.156862 0.237796 0.185888 0.196578 0.181442 0.172654 0.195271 0.303809 0.21215 0.1544 0.151292 0.151153 0.165468 0.232977
threshold=-1.0000000180025095e-35 0.11103 0.10072000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 0.084285000000000013 -0.081614999999999979 0.03138500000000001 0.091520000000000018 0.088565000000000019 0.14808000000000002 0.083185000000000023 0.22584000000000001 0.089245000000000005 0.056555000000000001 0.088315000000000018 -1.0000000180025095e-35 -0.080214999999999995 0.081320000000000017 0.077685000000000018 1.0000000180025095e-35 -0.073464999999999989 -0.45817499999999994 -0.53257999999999994 0.0021050000000000005 1.0000000180025095e-35 0.17936000000000002 0.23932500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 10 12 -10 13 15 -15 16 17 20 -18 -20 21 22 23 -6 -24 -26 -9 28 -7 -30
right_child=1 -3 -4 4 9 27 7 26 11 -11 -12 -13 -14 14 -16 -17 18 -19 19 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0037582446799420887 -0.0026637639219906023 -0.0035366426987127196 -0.0034041326370756052 -0.0037833401597458381 -0.0033885538302224267 0.00090594189801937474 0.003476324574195412 -0.0037780022463174637 -0.0038215240301689062 0.0026559146578637783 -0.0037264988299000987 0.0030290485884959368 0.0031004397978776285 -0.0029755513523855113 0.00201927290952516 0.0032121480519038893 -0.0033761216069429075 -0.002529004402067487 0.0039075176442883927 -0.0013171672972363158 -0.00013832928845771743 -0.0034566033112281244 -0.0018019105721493616 0.002720065291860768 -0.0023801930989570544 0.0025130729299594279 0.00097099503573162339 -0.0037650597757160958 -0.0035902072551659927 0.0018743233045150163
leaf_weight=0.12742212576267675 0.24093663628445305 0.14250457254820581 0.15256262281400346 0.52798419728787838 0.26087270033895038 2.4770919058028151 0.06931040003109934 0.10751596058616997 0.47584495961563844 0.43659538042265911 0.15440052015401295 0.053044544125441462 0.26708166082971718 0.49040078214238736 0.19247791287489235 0.31107010279083613 0.34255826496519148 0.34269511488673732 0.14264951582299545 0.34156568668549869 2.111325472505996 0.10235783648386121 0.1935782077489433 0.201741869212129 0.094405522075249215 1.9773305451381009 0.73133376949408557 0.11957654662546691 0.28870074409496727 0.17516181440441869
leaf_count=76 181 19 194 381 114 692 15 86 250 92 72 11 126 337 8 89 12 69 13 61 280 22 5 95 13 280 93 160 49 15
internal_value=0 -6.28548e-05 -2.5863e-05 1.30949e-05 6.275e-05 -0.00040289 -0.0015829 -0.000774439 -0.00236849 0.000356618 0.000223241 -0.00313445 0.000305964 0.000200918 -0.0015677 0.000388978 0.000245271 0.000482161 -0.0012688 0.000222022 0.000690982 0.00130963 0.00148847 -0.000724642 0.00194042 0.0022901 0.000362313 0.000354743 0.000522251 -0.00152671
internal_weight=0 13.5247 13.3822 13.2296 12.9887 5.02556 1.96503 1.43705 0.5982 7.96311 7.52651 0.52889 7.37211 7.10503 0.682879 6.42215 6.11108 5.28431 0.826773 0.484215 4.94161 2.83029 2.72793 0.462615 2.26531 2.07174 0.83885 3.06053 2.94095 0.463863
internal_count=3910 3834 3815 3621 3440 1752 836 455 276 1688 1596 261 1524 1398 345 1053 964 878 86 74 809 529 507 209 298 293 179 916 756 64
is_linear=0
shrinkage=0.00373806


Tree=470
num_leaves=31
num_cat=0
split_feature=4 151 15 48 1348 484 13 13 2 4 403 52 43 52 151 403 132 47 2 0 150 1 16 159 2 1 123 52 2 13
split_gain=0.527537 0.594852 0.502807 0.677603 0.457114 0.501902 0.439296 0.571757 0.448334 0.627333 0.441027 0.425016 0.376228 0.45445 0.580486 0.356942 0.345127 0.365747 0.431179 0.409377 0.343423 0.460498 0.325628 0.34534 0.290011 0.283357 0.281313 0.277132 0.306211 0.314522
threshold=0.27020000000000005 -0.27336999999999995 -0.11739999999999999 0.016865000000000002 0.090260000000000021 -1.0000000180025095e-35 -0.094679999999999986 -0.032264999999999995 0.084065000000000015 -0.084009999999999987 0.10150000000000002 -0.40083499999999994 -0.062599999999999989 -0.088779999999999984 0.056555000000000001 -1.0000000180025095e-35 0.080815000000000012 0.09550500000000002 0.085155000000000022 -0.10575999999999998 0.081245000000000026 0.11774500000000002 0.51388000000000011 -0.47308999999999996 0.10510500000000002 0.095575000000000007 1.0000000180025095e-35 0.11588000000000002 0.086545000000000025 -0.09602999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 26 4 5 -4 27 8 9 -8 11 -9 -5 24 -15 -13 17 18 19 -17 21 -3 23 -11 -14 -21 -1 28 29 -7
right_child=1 20 3 12 -6 6 7 10 -10 22 -12 15 13 14 -16 16 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011057650143447291 -0.0013645672181240552 -0.00010068653629958454 -0.0013421663192198193 0.00070698944783940921 0.0014089442465399795 -0.00087843331407820243 0.0018345071062028126 -0.0014580658120483779 -0.0012300088937462338 0.0011684643398944038 -0.0014976930075585779 -0.0011392604009376245 -0.0014887429399255928 0.00048662232309862568 -0.00080915176537827262 0.00025161659869661889 0.00089516746576971261 0.00088127770125645782 0.00013895526545833241 -0.0015006291255685073 0.0014684817591730731 0.0010630408106981251 0.00076916960236012488 -0.0012030833766723081 6.1127188635675262e-05 -0.00017541949088603571 0.00044745205382105242 -0.00084984621715905107 0.00073827140325195329 0.00091501637288209591
leaf_weight=1.7078981278464258 0.37371670827269543 1.8873067625099791 0.94611380781863275 2.3274301441560965 0.32297522621229191 0.61404651607153982 0.25157533329911519 0.44986332557165365 2.3741119139885996 0.1439248233218674 0.49285385364783074 0.54941244062503169 0.60455227026250191 3.4550701472326173 0.90659940359182645 0.69200121494941447 0.91177951369900245 0.77010261744726438 3.5107828558248002 1.0599554450599802 0.68030373251531262 1.1287954803556202 0.28621122520416964 1.1208580370585119 0.42858125024940819 0.49014474439900357 0.28225167165510345 0.43269855994731177 1.7956943453173151 0.30352843354923331
leaf_count=226 20 119 472 229 24 54 15 155 624 11 97 372 46 156 24 16 51 15 210 81 100 233 10 336 34 33 27 35 66 19
internal_value=0 0.000368289 -0.000188018 -0.000133025 -0.000289809 -0.000321715 -0.0002623 -0.000378414 -0.000818552 -0.000276635 -0.000172484 -9.5044e-05 0.000222653 1.37007e-05 0.000217288 -1.82454e-05 6.45951e-05 -5.15019e-05 -0.000176367 -0.000670113 0.000543485 0.000334846 -0.000619067 -0.000933215 -0.000845801 -0.0010816 -0.000885481 0.000221336 0.000392163 -0.000285171
internal_weight=0 4.07012 27.231 25.2409 17.5186 17.1957 16.2495 13.1036 4.17668 1.80257 8.9269 8.43404 7.72223 5.3948 4.36167 7.98418 7.43477 6.52299 5.75288 2.2421 3.69641 3.0161 1.55099 1.26478 1.03313 1.5501 1.99015 3.14597 2.71327 0.917575
internal_count=3910 472 3438 3185 2696 2672 2200 2026 996 372 1030 933 489 260 180 778 406 355 340 130 452 352 357 347 80 114 253 174 139 73
is_linear=0
shrinkage=0.00144126


Tree=471
num_leaves=31
num_cat=0
split_feature=1455 1186 151 1348 1452 401 1373 14 472 15 101 101 124 3 375 124 1366 155 158 124 1374 0 39 42 3 150 13 43 42 0
split_gain=0.117532 0.118095 0.119089 0.133014 0.142439 0.122911 0.120482 0.123071 0.122719 0.125763 0.116456 0.12987 0.115664 0.25386 0.13234 0.189827 0.174374 0.142707 0.133472 0.13997 0.129883 0.223622 0.140269 0.199126 0.186347 0.244021 0.17533 0.274912 0.264108 0.2537
threshold=-0.073559999999999987 -1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 0.090425000000000019 0.10072000000000002 0.11103 0.078275000000000025 -1.0000000180025095e-35 -0.46970499999999993 -0.08175499999999998 -0.041339999999999995 -0.50873999999999986 0.30601500000000009 0.087245000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10222000000000002 0.086205000000000018 0.10385500000000002 -0.094679999999999986 -0.23029999999999998 0.16168500000000002 -0.11145999999999999 -0.10315499999999998 0.09202500000000001 0.16421000000000002 -0.074254999999999988 0.088235000000000022 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10 -11 -12 -13 14 15 -14 -17 18 20 -20 -18 -22 23 -23 -25 26 27 28 29 -26
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 11 12 13 -15 -16 16 17 -19 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0031429328317792008 -0.0028217620658002457 -0.002738112824761451 -0.0031313290456650251 0.0029665638347381889 -0.0031802053076520377 -0.0028869556110825588 -0.0029027539312868403 -0.0020527256736975899 0.0030752594773916586 -0.0032223505418404585 0.0031476161308430549 -0.0027686110205869157 0.0017660719099197866 0.0031397217366293134 -0.0029250135165625264 -0.0031784718728344878 -0.0010529213384895908 -0.0031480434756398922 -0.0023101117652997607 0.003065165138196812 0.0020702278208963188 -0.0025370404058949283 0.003220943609837666 0.001012811899049843 0.0032726115094455555 -0.0028288778544210036 -0.0032086628014463491 -0.00034577130691289861 0.0025224140879377644 -0.0006191556381108861
leaf_weight=0.12102291985138336 0.14839598887192273 0.15536524858907341 0.11200567283957141 0.14686986815650094 0.13772894985595563 0.14097571318416235 0.13375566201284605 0.25912243007042057 0.14181546129838452 0.10093250364296125 0.13887673546558055 0.13450093910794336 0.63651959798878088 0.26931381761824091 0.14182440430886423 0.16460914728665343 0.77118966044505377 0.13338396169638222 0.36697720120355448 0.054207002918701619 0.63396774840655545 0.27127859906247831 0.14225264295237217 1.9826142657402446 0.20171987544745196 0.3015773418592288 0.15620244028104924 3.6826690519303713 0.77275837548222615 0.85771021846446993
leaf_count=145 163 65 169 42 88 191 19 93 127 6 3 19 192 115 29 55 41 117 190 7 59 114 22 202 13 91 18 1052 132 331
internal_value=0 -5.18774e-05 -2.06023e-05 1.19068e-05 -2.18887e-05 1.23552e-05 4.4893e-05 7.66168e-05 0.000121959 0.000152181 0.00011739 0.000145922 0.000110217 0.000143769 7.21849e-05 0.000110378 9.94256e-06 6.07575e-05 0.000102739 -0.00161831 0.000176903 0.000282251 0.000146805 9.36475e-05 0.000183355 -9.19822e-05 5.35612e-05 0.00014596 0.00113433 0.000121853
internal_weight=0 13.2911 13.1427 12.9874 12.8405 12.7028 12.5618 12.428 12.1689 12.0569 11.9151 11.8142 11.6753 11.5408 11.2715 11.1296 10.4931 10.3285 10.1951 0.421184 9.77394 9.00275 8.36878 8.22653 7.95525 5.97264 5.67106 5.51486 1.83219 1.05943
internal_count=3910 3765 3602 3537 3495 3407 3216 3197 3104 2935 2808 2802 2799 2780 2665 2636 2444 2389 2272 197 2075 2034 1975 1953 1839 1637 1546 1528 476 344
is_linear=0
shrinkage=0.00312245


Tree=472
num_leaves=31
num_cat=0
split_feature=31 1338 1 52 38 12 151 14 3 4 50 1447 4 4 3 52 403 131 159 150 3 403 133 0 150 47 10 4 51 2
split_gain=0.112355 0.116961 0.118709 0.141557 0.144658 0.190754 0.143989 0.1313 0.130793 0.156988 0.151043 0.130482 0.127242 0.15574 0.194359 0.249672 0.174078 0.153302 0.138667 0.133212 0.149791 0.190217 0.164585 0.163877 0.163259 0.183484 0.236575 0.17377 0.205668 0.205665
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10113500000000002 -0.42985499999999993 0.13584500000000002 -0.062539999999999984 -0.40391999999999995 0.077685000000000018 -0.15121499999999996 -0.48072499999999996 0.10119500000000002 -1.0000000180025095e-35 -0.52333999999999992 -0.076329999999999995 0.13772500000000001 0.10701500000000001 -1.0000000180025095e-35 0.090445000000000011 0.090705000000000022 0.11717500000000002 -0.083604999999999985 -0.081424999999999984 -0.088354999999999989 -0.060094999999999989 0.11398500000000002 1.0000000180025095e-35 -0.013164999999999998 0.0057500000000000008 0.089355000000000004 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 -7 8 9 -2 12 -8 -10 14 15 16 -14 19 -18 20 21 -15 -22 -23 25 27 -27 28 -24 -29
right_child=1 -3 3 4 -6 6 11 -9 10 -11 -12 -13 13 17 -16 -17 18 -19 -20 -21 22 23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0035607239751066413 -0.0011014807886920569 -0.0039742159016447247 -0.0039098698210336628 0.0031650016228754393 -0.0039157198667554753 -0.0038273665748314325 -0.0029742738082610262 -0.0039184549244367069 -0.0040084353187019826 0.0027900667346889775 -0.0039088064698683299 0.00071428319367396209 -0.0029056981018276214 0.002126838314818811 0.0040120028668934864 -0.0040099707043584169 0.0012200084603111864 -0.003947985002894186 -0.002178851852712754 0.0027015252974878614 -0.0039146371749544471 -0.0039387787737459028 8.3837197319468968e-05 0.0023992956527199567 -0.0042836131213122288 0.001427867244294936 -0.0040049069668196286 0.0022221881412136245 -0.0040104734142224095 -0.0019358322611746329
leaf_weight=0.12616978723235561 0.2483673933747923 0.1186505743244205 0.10947660737656395 0.42261302631232034 0.10568974417401467 0.11807832843624178 0.1521710201486729 0.15339515116647895 0.14082113790936635 0.42631056687241198 0.18428068829962274 3.1653157889377295 0.20186204915080574 0.12214682900594198 0.21697429183404882 0.19878009192689194 1.8310716073683537 0.20912014161149262 0.20174407865852106 0.18405144884309255 0.18768303396427333 0.52994644003047142 1.4372670845878199 0.069906936543698062 0.14070778340101231 0.18668206408619881 0.34672271867020743 1.0154562474672273 0.21330787873739598 0.21891523654630862
leaf_count=113 28 23 114 224 9 21 38 108 21 59 331 480 490 33 13 84 293 168 53 45 187 266 369 18 3 3 72 109 40 95
internal_value=0 -0.000128965 -9.315e-05 0.000454684 0.000575227 0.000698251 0.000394813 -0.000350667 -0.000286372 0.00135748 -0.000427882 0.000545091 -0.000344065 -0.000275375 0.000483393 0.000168772 0.000540482 -0.000689011 0.000882693 -0.000542536 -0.000676148 -0.00229893 -0.000363436 -0.00320014 -0.000176167 -7.0948e-06 -0.00210353 0.000380521 -0.000445281 0.00148477
internal_weight=0 12.8575 12.7389 4.07334 3.96387 3.85818 3.43557 8.66552 8.51213 0.674678 7.83745 3.31749 7.65317 7.51235 2.65043 2.43346 2.23468 4.86191 2.03282 4.65279 4.46874 0.722 3.74674 0.599853 3.55906 3.41835 0.533405 2.88495 1.65057 1.23437
internal_count=3910 3797 3774 886 772 763 539 2888 2780 87 2693 518 2362 2341 933 920 836 1408 346 1240 1195 317 878 284 691 688 75 613 409 204
is_linear=0
shrinkage=0.00389091


Tree=473
num_leaves=31
num_cat=0
split_feature=1 47 52 484 42 51 42 2 4 42 393 0 4 2 0 156 50 15 48 13 44 39 132 43 16 13 16 149 1212 0
split_gain=0.81966 0.523697 0.474633 0.521477 0.476177 0.524189 0.467011 0.440311 0.44758 0.405251 0.404071 0.396687 0.37524 0.418624 0.386731 0.360442 0.398724 0.448291 0.574673 0.372493 0.367082 0.359598 0.355796 0.344449 0.372874 0.473481 0.32447 0.31197 0.29292 0.376393
threshold=0.10113500000000002 0.087850000000000025 0.18936500000000003 -0.0043499999999999988 -1.0000000180025095e-35 -0.10748999999999999 0.092145000000000019 0.089710000000000012 -0.082509999999999986 -0.087904999999999983 0.085075000000000012 0.11015500000000002 -0.49837999999999999 0.10869000000000002 -0.029849999999999998 0.11896500000000002 0.11843500000000001 0.035895000000000003 0.12862000000000004 -0.079119999999999982 0.093815000000000023 0.005105000000000001 0.12562500000000001 -0.49922499999999997 -0.090494999999999978 -0.014114999999999997 -0.52488999999999997 0.10096000000000001 -0.5172699999999999 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 -1 9 -6 7 8 -7 10 11 22 -9 14 -14 16 17 18 20 -19 27 28 -5 -8 25 26 -25 -2 -10 -30
right_child=1 -3 -4 4 5 6 23 12 21 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0011072462114155067 0.0010453899655258633 -0.00018993499782323813 -0.0010539154821996529 -0.0010806368008128562 -0.0012830418100650803 0.00056262543537679958 0.00098988782984303853 -0.00088613376414946874 0.0010746563697739231 -0.001126489651019049 0.00046244210914720953 0.0007390003959048243 0.00037043502193600077 -0.00037990429026241168 0.0012661532830760998 -0.00086464715902917673 -0.00075892889659594156 0.0010098998831696297 -0.0005761857187099454 -0.00044239915117775852 -0.0010974352975569549 0.0011314395618449765 0.0010039671772181207 0.00071753239916391796 -0.0012232784470803644 0.0010559985074184398 -0.0012909792594853614 -0.00080109386437088098 -0.00015975988450277496 -0.00090819031962652069
leaf_weight=1.0162216822209362 3.6528384385455857 4.2127170654712245 1.1692728028283443 1.3447938732570044 0.55164221127052648 1.1067874569853362 0.21331070835003663 0.38715913041960437 0.20378691790393499 1.358367895503769 0.82393386110197742 0.29248224804177869 3.6909629568108353 0.91410699463449407 0.98159899422898922 0.35378579777898256 0.40982256247661997 0.38268822291865934 0.4781814720481633 1.1026513787219299 0.14321137778460968 0.25630277488380659 0.14600565301952872 0.17460291460156441 1.0743124190485092 0.34503255202435001 0.49957770883338526 0.1533682940644211 2.5211046922486329 1.8921784510311805
leaf_count=451 526 249 360 323 117 68 10 22 20 450 26 10 159 37 30 56 34 22 12 66 7 19 13 12 254 7 71 15 71 393
internal_value=0 0.000160221 -0.000268708 -0.000222325 -0.000174435 -6.99329e-05 -2.3007e-05 7.78182e-05 -0.000165469 -0.000564777 -0.000272123 -0.000611515 0.000321363 0.000405043 0.000558605 0.00038116 0.000450868 0.000534718 0.000736989 -6.82236e-05 0.000895983 -0.000330826 -0.000876475 -0.000545482 -0.000701921 -0.00015238 -0.000770804 0.000970987 -0.000411999 -0.000480647
internal_weight=0 10.8893 20.9635 19.7943 18.7781 14.8125 14.2608 11.954 5.98016 3.96558 2.60722 1.78328 5.97383 5.58667 4.67256 6.67655 6.32276 5.91294 4.4276 1.48534 3.94942 4.87337 1.4908 2.30684 2.09353 1.01921 0.674181 3.80621 4.61707 4.41328
internal_count=3910 987 2923 2563 2112 1290 1173 819 571 822 372 346 248 226 189 738 682 648 560 88 548 503 336 354 344 90 83 541 484 464
is_linear=0
shrinkage=0.00126831


Tree=474
num_leaves=31
num_cat=0
split_feature=393 158 9 1425 4 483 133 160 403 1 2 3 1374 1213 1 47 1 15 1373 124 151 12 4 159 43 49 151 48 52 1375
split_gain=0.112836 0.112681 0.116951 0.110175 0.152579 0.132787 0.128161 0.138473 0.120834 0.147817 0.238821 0.156593 0.126321 0.124754 0.121118 0.159513 0.200181 0.320272 0.146516 0.157032 0.127896 0.123823 0.117635 0.129833 0.124753 0.119933 0.212411 0.140319 0.139099 0.132679
threshold=-1.0000000180025095e-35 0.11034000000000001 -0.016839999999999997 1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.080320000000000016 0.084145000000000011 0.14320000000000002 0.098580000000000015 -1.0000000180025095e-35 0.10752500000000002 0.08801500000000001 0.092550000000000007 -0.10312999999999999 -1.0000000180025095e-35 -0.50724999999999987 -0.40391999999999995 0.10257000000000001 0.27020000000000005 0.094195000000000015 -0.090634999999999979 -0.084114999999999981 0.13635000000000003 0.085425000000000015 -0.42035499999999998 -0.45817499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 11 -11 -9 13 -10 15 21 17 -17 -16 -20 -21 22 23 25 -25 26 27 -15 -27 -30
right_child=1 -3 3 -5 -6 -7 7 8 12 10 -12 -13 -14 14 18 16 -18 -19 19 20 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.0035567028674752098 0.0036103057364706686 -0.0029996869827463861 -0.0022772335348799663 -0.0036750778890489704 0.0026355195234092819 -0.0021337753753075625 -0.0023305256281679633 -0.003553433171643135 -0.0035447683543984431 -0.0033121265401283434 0.0032300386888351805 0.0036245433564116728 -0.0031766685200815331 -0.0033291180038433764 -0.0023976239410726245 -0.0036213576298509084 -0.0028811041639472236 0.0030625766757917667 -0.0035996328776516412 -0.0033923723518648773 0.001583424340094767 -0.0014728914573422342 0.0028597762552218572 0.0013298773701095311 -0.003533579715371079 -0.0035498549850245019 0.0025565136874650006 -0.00019083376328330709 -0.0019797555960936026 0.00083961470844447987
leaf_weight=0.11614501204894523 0.11049408615508127 0.1604187737284527 0.30350861185797207 0.10395227104891169 0.26589550269272955 0.37994648048334134 0.2972453574875481 0.3447091663983749 0.10696983821251649 0.1174704169643519 0.17254738220071886 0.042792974039912224 0.13596978106943503 0.33339415420777108 0.14829400822054628 0.14373574405180989 0.47721479568281211 0.23925429731752945 0.080918892286718669 0.066832159471233665 2.0292733274836778 0.47846564659994317 0.23338969344331406 0.097581826310488395 0.20451071255956765 0.097742038815330612 0.19029771769419312 0.38397011440247297 0.21881937794385375 4.6896064870816936
leaf_count=76 118 167 203 94 154 276 273 591 210 178 21 2 35 55 8 37 48 44 6 13 322 75 47 30 81 142 9 43 6 546
internal_value=0 -5.24233e-05 -1.45838e-05 -4.69255e-05 -1.62135e-05 -7.48997e-05 -7.66335e-06 5.31286e-05 0.000117343 -0.00133064 0.000580164 -0.00276075 0.000212073 0.000257156 0.00029737 8.574e-05 -0.00135164 0.000554103 0.00100616 0.00123802 0.00142478 0.000264216 0.00039309 0.000300473 -0.00196259 0.000416075 -0.000767559 -0.00164935 0.000630679 0.000713926
internal_weight=0 12.6552 12.4948 12.3843 12.2804 12.0145 11.6345 11.331 11.0338 0.67752 0.290018 0.387502 10.3562 10.2203 10.1133 7.78798 0.860205 0.38299 2.32532 2.17702 2.09611 6.92778 6.44931 6.21592 0.302093 5.91383 0.907662 0.717364 5.00617 4.90843
internal_count=3910 3834 3667 3549 3455 3301 3025 2822 2549 792 199 593 1757 1722 1512 1163 129 81 349 341 335 1034 959 912 111 801 107 98 694 552
is_linear=0
shrinkage=0.00353909


Tree=475
num_leaves=31
num_cat=0
split_feature=1455 455 393 474 4 11 52 1 484 124 13 15 47 51 0 16 43 14 3 2 42 42 13 49 130 130 133 403 39 15
split_gain=0.10569 0.106593 0.106124 0.104525 0.134382 0.116211 0.129997 0.125593 0.151906 0.133964 0.131271 0.13846 0.172756 0.224165 0.219953 0.135741 0.132619 0.128515 0.125448 0.199201 0.123056 0.190014 0.158203 0.118437 0.117781 0.192104 0.172301 0.208502 0.16225 0.15282
threshold=-0.073559999999999987 0.10340500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 0.18936500000000003 0.10386500000000001 -0.0043499999999999988 -0.50873999999999986 -0.079119999999999982 0.035895000000000003 0.096475000000000019 0.12342500000000002 -0.10783 -0.033174999999999989 0.16180500000000003 0.07802000000000002 -0.11266 0.11462500000000002 0.092145000000000019 0.091330000000000008 -0.014114999999999997 -1.0000000180025095e-35 -0.088449999999999987 -0.081624999999999989 -0.0023199999999999996 0.37674000000000007 0.005105000000000001 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -9 16 12 13 -12 -14 -16 -11 18 -10 20 21 24 -22 -7 -20 -26 27 -27 29 -28
right_child=1 -3 3 4 -6 23 -8 9 17 10 11 -13 14 -15 15 -17 -18 -19 19 -21 22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0036977981400269891 -0.00369116650048476 -0.0033013182740025699 -0.0028231569779469485 -0.0027885119453928469 0.0026510187555197004 0.0013021595370638389 -0.0015091117974260792 -0.0037290727918101547 0.0011819661262479865 0.0031039850653376303 0.0033104140828185309 -0.0015401203160888531 -0.0028377194289619834 -0.0013002856119419671 0.0038055574022171764 -0.00018279385726081341 -0.0016031254061113923 -0.0037052407164121469 -0.0035142627939866843 -0.0031569129927679594 -0.0032668259564960357 0.0034037192711310594 0.00087394243419675966 -0.0028956095499333319 0.0032229485128435695 -0.0031863368404314333 -0.00028285564991629845 0.0019488169983088123 0.0027371160048189191 0.0017845872102664596
leaf_weight=0.10828280530040402 0.10513946797436347 0.1347827984136537 0.17249640239605923 0.26633836229665231 0.26386633943184357 0.12307216925546527 0.65855396229017138 0.083126422017813062 1.2047047484666036 0.56293848589120954 0.59875935681338821 0.35672261258878291 0.27969767234753817 0.18680490760016255 0.17808078875532374 0.32645436862367205 0.094369373982772231 0.12202471760247124 0.12251432803167173 0.27746230951743189 0.32281743528074003 0.23800963420944743 0.20289411268458923 0.34563339886517574 0.25767293617535525 0.43331337281778637 3.3332974059522313 0.14167158477721387 0.32033144080196496 0.56453061942011107
leaf_count=145 76 30 145 417 212 17 369 7 128 163 167 53 34 12 11 52 7 52 61 127 280 26 13 86 13 484 437 63 64 159
internal_value=0 -5.14667e-05 -1.53954e-05 1.67082e-05 5.79926e-05 -9.82106e-07 7.44776e-05 0.000174041 -6.11265e-05 0.0008625 0.00101022 0.000526423 0.000996027 0.002214 -0.000224016 0.00122494 0.00242819 3.51981e-05 9.67175e-05 -0.000113662 2.85617e-05 0.000193454 -0.00166873 -0.00179336 4.57587e-05 0.000132112 -3.40474e-05 -0.00192108 0.000223177 1.65764e-05
internal_weight=0 12.2781 12.1433 12.0382 11.8657 11.6018 11.1331 10.4745 7.80758 2.66695 2.58383 1.92652 1.5698 0.785564 0.784233 0.504535 0.657308 7.54124 7.41922 6.21452 5.93705 5.41134 0.525712 0.468706 5.17333 5.05082 4.79314 0.574985 4.21816 3.89783
internal_count=3910 3765 3735 3659 3514 3302 3199 2830 2324 506 499 329 276 179 97 63 170 1907 1855 1727 1600 1307 293 103 1281 1220 1207 547 660 596
is_linear=0
shrinkage=0.00367462


Tree=476
num_leaves=31
num_cat=0
split_feature=4 151 403 50 47 11 1456 124 38 13 132 159 403 155 52 133 16 15 15 1373 0 151 150 3 42 150 133 48 13 47
split_gain=0.510452 0.621138 0.541704 0.436697 0.430998 0.427049 0.442881 0.40579 0.551176 0.383378 0.517415 0.526609 0.525364 0.434621 0.410881 0.450383 0.368867 0.360489 0.500888 0.402465 0.428679 0.353496 0.344316 0.474884 0.3902 0.425194 0.403941 0.577586 0.324041 0.318815
threshold=0.28937500000000005 -0.27336999999999995 -1.0000000180025095e-35 0.11901000000000002 0.096475000000000019 0.08184000000000001 -1.0000000180025095e-35 -0.048219999999999992 0.10011500000000002 -0.094679999999999986 0.080815000000000012 1.0000000180025095e-35 0.10150000000000002 0.081185000000000021 0.11588000000000002 -0.21767499999999998 -0.080824999999999994 -0.11739999999999999 -0.106555 0.099250000000000019 -0.230625 -0.08514999999999999 0.087235000000000021 0.094625000000000015 0.08401500000000002 0.083205000000000015 0.087035000000000015 0.084500000000000006 -0.084184999999999996 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 21 4 -3 6 -4 8 -8 14 11 12 13 17 15 -9 -12 -11 -19 20 -20 -1 24 -24 25 29 28 -28 -26 -22
right_child=1 3 5 -5 -6 -7 7 9 -10 10 16 -13 -14 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0006074141075772619 -0.0012861074305879755 0.0011329901568235593 -0.0009472033473273691 -0.00081115820229297434 -6.1776911654703808e-05 -0.0010668509667144605 0.0008548305258853433 -0.00085731066051696124 -0.0013883626117780093 -0.0010093236991264778 -0.0013590277892225034 -0.0010763514030249751 -0.0013966234304489239 -0.0013777893074577547 -0.00084598116158613368 0.00063604124597458429 0.0008435480546225316 0.0012468794081090899 0.00068883035922940271 -0.0014318692006195439 -0.00051656890175776624 -0.0010664573766957215 -0.0011732720929712699 0.00031155275047493837 -0.00066385675235857062 0.0010842122920166565 -0.00095973426034223167 0.0012239576603478531 0.00088136148350918429 0.00036400191886316343
leaf_weight=0.26682885736227069 0.3624660233035687 1.8737071479554286 1.0371272477787119 0.35931307938881207 0.78647497785277654 0.83467742617358354 1.590360781177895 0.42221989075187671 0.23003470082767297 0.72195042870590853 0.15679499553516496 1.3060878542892158 0.6217534548777629 0.4894120293902241 0.51304835965856899 3.0266367837321182 1.2646937096142199 0.54347341042013297 1.3240398587659097 0.39229612227063704 4.0418650764912964 1.747119244580978 1.1745780124329037 0.5955669879913329 0.2860251996899027 0.40921184234321106 0.76929806609405182 0.31250157166505232 1.9231084284838291 0.9274523245403542
leaf_count=20 20 348 321 18 40 154 163 39 16 77 26 222 177 118 55 165 113 8 19 21 333 888 131 10 70 15 154 13 124 32
internal_value=0 0.000389323 -0.000168976 0.000590445 0.000779761 -0.000114355 -8.13378e-05 -4.23657e-05 0.000571369 -9.5011e-05 -0.000182234 -0.000252492 -0.000178449 -0.000124002 0.00028498 0.00045322 0.000600597 -7.82824e-05 -2.53535e-05 -8.22331e-05 -3.72252e-05 -0.000844685 -0.00012931 -0.000673701 -1.8155e-05 -0.000242935 0.000349214 -0.000328927 0.000681296 -0.000352223
internal_weight=0 3.38196 26.9282 3.0195 2.66018 24.9142 24.0795 23.0424 1.8204 21.222 17.2601 15.8386 14.5325 13.9108 3.96191 3.44886 1.42149 13.4214 12.6994 12.1559 11.7636 2.01395 10.4396 1.77015 8.66946 5.37853 3.29093 1.0818 2.20913 4.96932
internal_count=3910 426 3484 406 388 2576 2422 2101 179 1922 1663 1524 1302 1125 259 204 139 1007 930 922 901 908 882 141 741 380 361 167 194 365
is_linear=0
shrinkage=0.00135451


Tree=477
num_leaves=31
num_cat=0
split_feature=1 52 0 160 1373 150 1374 15 50 403 402 14 159 130 2 4 16 16 16 4 42 43 4 133 16 15 13 49 150 0
split_gain=0.648799 0.563688 0.549656 0.495565 0.493922 0.576369 0.590963 0.41896 0.40106 0.389692 0.369802 0.350202 0.35915 0.347401 0.34265 0.396142 0.443565 0.489471 0.375337 0.622391 0.334179 0.40526 0.357489 0.333041 0.332896 0.347388 0.387051 0.318876 0.306635 0.353994
threshold=0.085990000000000011 -0.42985499999999993 -0.060094999999999989 -0.40446999999999994 0.09586500000000002 0.077110000000000012 -0.094679999999999986 -0.24219999999999997 0.11843500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.073890000000000011 0.10374500000000002 -1.0000000180025095e-35 0.10393500000000001 0.0021050000000000005 -0.083144999999999983 -0.084184999999999996 -0.014099999999999998 0.15045000000000003 0.092635000000000009 -0.4045149999999999 -0.51381999999999983 -0.26719999999999994 -0.30307999999999996 -0.13578499999999996 -0.084084999999999979 -0.47013499999999991 -0.081029999999999977 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -3 5 7 -7 8 -5 -9 14 12 23 -4 15 16 17 -1 19 -17 22 -22 -15 -11 -25 -26 -27 -18 -28 -30
right_child=1 3 13 4 -6 6 -8 9 -10 11 -12 -13 -14 20 -16 18 27 -19 -20 -21 21 -23 -24 24 25 26 28 -29 29 -31
leaf_value=-0.00035307944408702595 -0.0011200462799071389 -0.001084129731659085 -0.0011952184591258672 0.00084937314210710565 -0.0011485955457757209 -0.00012700954235525682 0.0008848326356380035 -0.0012225087085239934 -0.00066757673352516977 -0.0012811335919168608 -0.0012536957009691159 -0.0012469694695737047 -0.0011354029779457977 -0.00059979825093229807 -0.0011964387858436009 -0.00127661415726004 0.0013142150392062573 0.0013180443375820439 0.00075746567869709052 0.00029490310776029451 0.00083483364008254545 -0.0010945531727199265 0.00059296751623882373 -0.00040169275627390178 -0.00067826698925307644 0.00098576389206047905 0.0009930791377731449 -0.00093975284138099783 -5.5704294936041485e-05 0.0012275022568385681
leaf_weight=1.6598885586427057 0.59724202059442433 0.52021336252801376 0.3031364576891068 1.5161566049791879 0.44063444272615093 1.2818393104244021 2.9456961729447366 0.43259583911275967 0.32804231881164003 0.26413853489793293 0.85583827288064629 0.34218308195704672 0.38611570844659659 0.46657543547917235 0.74534583516651753 0.59863680665148455 0.10090694203972894 0.32418005884392265 0.85079899511765678 1.118722013547085 0.24055954441428185 0.56205459247576062 2.3332401340885545 1.437591276888267 0.55625366687308631 1.1831177102576456 0.63324307725997098 2.590525485837134 3.6402196486305876 0.36611912236550459
leaf_count=347 168 84 10 260 25 28 291 175 21 46 351 31 76 35 186 148 2 18 40 57 5 82 120 74 38 96 30 808 219 39
internal_value=0 6.68634e-05 -0.000304948 0.000110422 0.000149867 0.00018723 0.00057803 3.81989e-05 0.000579541 -6.98284e-05 -0.000476573 -1.3222e-05 3.66395e-05 8.37263e-05 -0.000393322 -0.000310684 -0.000526281 -8.00319e-05 8.18242e-05 -0.000252896 0.000191347 -0.000516277 0.000394199 9.26427e-05 0.000139066 0.000260934 0.000350657 -0.000855247 0.000188702 6.15615e-05
internal_weight=0 16.8714 12.7504 16.2742 15.7539 15.3133 4.22754 11.0858 1.8442 9.24158 8.84484 8.80898 8.4668 3.90557 7.989 7.24366 4.6755 1.98407 2.56816 1.71736 3.60243 0.802614 2.79982 8.08068 7.81654 6.37895 5.8227 2.69143 4.63958 4.00634
internal_count=3910 1701 2209 1533 1449 1424 319 1105 281 824 1957 649 618 252 1606 1420 1175 365 245 205 242 87 155 542 496 422 384 810 288 258
is_linear=0
shrinkage=0.00124394


Tree=478
num_leaves=31
num_cat=0
split_feature=156 15 15 3 483 2 51 474 401 156 158 453 33 9 2 129 129 130 3 393 149 1372 151 1444 146 122 1 42 4 42
split_gain=0.102417 0.108754 0.160877 0.132512 0.163331 0.12977 0.127244 0.168268 0.115997 0.118332 0.116702 0.141408 0.126858 0.147788 0.123421 0.124301 0.123856 0.173113 0.130269 0.158595 0.127378 0.124439 0.120784 0.121189 0.119854 0.113758 0.137054 0.166679 0.168177 0.147426
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.088030000000000011 -0.13811499999999996 0.11024000000000002 -1.0000000180025095e-35 0.10072000000000002 0.10691500000000002 0.084965000000000027 0.089075000000000015 -0.007134999999999999 0.091370000000000021 -0.048654999999999997 0.093990000000000004 0.092795000000000016 -0.23515499999999998 -0.5217799999999998 0.087895000000000015 0.092550000000000007 -1.0000000180025095e-35 0.087190000000000017 -0.10662999999999999 0.089495000000000005 0.10299000000000001 0.099595000000000017 0.092145000000000019 0.11205000000000001 0.091330000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 7 -2 9 10 11 12 -7 14 -14 16 17 -16 -19 20 21 -20 23 -12 25 26 27 29 -29 -23
right_child=1 2 3 -5 -6 8 -8 -9 -10 -11 22 -13 13 -15 15 -17 -18 18 19 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0034102100374300628 -0.0035870407237035538 -0.0025730374707856802 0.0026631782829707289 0.0034159240352337468 -0.0027276211622744343 -0.0032716106105527328 -0.0011543899155422072 0.0027372720469598434 -0.0034174033136760455 -0.0034218683353232438 0.0035268986642947486 -0.0031410854040478196 -0.0031763315071210571 0.0038698248473792839 -0.0034464908019252137 -0.002771656130811023 0.003314615342980525 0.0035147723730294287 -0.0034589130367510268 -0.0028968432207671178 -0.0034520248771235267 0.00022140742295670136 0.0031042384233348277 -0.0027958963413737994 -0.0034735205651536213 -0.0034816737301952205 0.0011449210545050759 -0.0024661641669013338 0.0020356309127635519 0.003004391500892625
leaf_weight=0.1057583046131193 0.054237259086221457 0.30322880563107801 0.20222551281039614 0.12537948484532613 0.26745136230965805 0.12606893896006965 0.18996929211425595 0.47608107656560505 0.11973248763388333 0.11910154473662338 0.038495435641380027 0.1564360377815327 0.130026953527694 0.12291130213998336 0.15123449033123826 0.16437449767909207 0.14663595653837624 0.13708084922107566 0.10144539286553644 0.19060061114214555 0.10679387979325916 5.2456573657073804 0.055260340683162212 0.39595418319731912 0.094733325793641465 0.087601722683758321 2.1911610885726986 0.47535048703502969 0.12036128918407485 0.22996047449851165
leaf_count=197 3 99 49 66 245 29 22 283 175 149 2 32 25 5 22 129 9 16 42 111 19 1190 8 290 9 6 325 310 14 29
internal_value=0 -4.80451e-05 -0.000127657 -6.20487e-05 -0.000101065 -3.66715e-05 0.00123466 0.00209047 -8.76643e-05 -5.00079e-05 -1.16445e-05 6.79305e-05 0.000119041 0.000163127 0.000115535 0.000160863 0.000212814 0.000163007 0.000223791 0.000172779 0.000240393 0.000286534 -0.00163308 -0.00223565 0.000331527 0.000374696 0.000415582 0.000152362 -0.00155659 0.000338285
internal_weight=0 12.3256 11.6053 11.302 11.1767 10.9092 0.720288 0.530318 10.707 10.5872 10.4681 9.97843 9.822 9.69593 9.57302 9.44299 9.27862 9.13198 8.98075 8.84367 8.65307 8.54627 0.48971 0.43445 8.44483 8.35009 8.26249 6.07133 0.595712 5.47562
internal_count=3910 3713 3405 3306 3240 2995 308 286 2946 2771 2622 2322 2290 2261 2256 2231 2102 2093 2071 2055 1944 1925 300 292 1883 1874 1868 1543 324 1219
is_linear=0
shrinkage=0.003402


Tree=479
num_leaves=31
num_cat=0
split_feature=0 4 52 52 133 42 1 129 133 3 0 15 2 48 13 160 1446 39 48 0 15 151 49 52 14 51 15 2 49 48
split_gain=0.100595 0.179619 0.216297 0.157479 0.156421 0.149959 0.132898 0.20473 0.258754 0.205518 0.231089 0.228124 0.16811 0.142656 0.167616 0.128743 0.124902 0.141435 0.155679 0.164657 0.20932 0.162531 0.170123 0.193959 0.153353 0.150759 0.134667 0.154429 0.131544 0.128624
threshold=-0.017269999999999997 -0.49837999999999999 0.10433000000000002 0.11588000000000002 -0.26719999999999994 -0.11403999999999999 1.0000000180025095e-35 0.086720000000000005 -1.0000000180025095e-35 -0.084129999999999996 -0.060094999999999989 0.083935000000000023 0.11005500000000001 0.086870000000000017 -0.098524999999999988 0.086620000000000016 0.091520000000000018 0.005105000000000001 0.12675000000000003 -0.10575999999999998 -0.08262499999999999 0.056555000000000001 -0.047309999999999998 -0.074484999999999982 0.077685000000000018 0.13118000000000002 0.090505000000000016 0.10571000000000001 -0.078209999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 7 8 -7 10 -10 13 -13 14 -11 -15 17 18 19 20 21 22 28 -24 -22 -20 27 29 -8 -21
right_child=1 3 -4 -5 5 6 16 -9 9 11 -12 12 -14 15 -16 -17 -18 -19 25 26 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034259275494976241 -0.0030397002602485673 0.0021890642030138571 0.0015208748283500641 -0.0010386706536390617 -0.0025956305793628769 -0.0038765604396315818 0.00061296202161371992 0.0019974362604914171 -0.0035076311958092353 0.00064580877533446221 0.0031288736611383558 0.0029710441412896605 -0.0039077181927913594 -0.0016012267837029138 -0.0032859058168881222 0.0026475801898185785 -0.0038219371772803151 0.0019705922296828393 -0.0038372642913068835 -0.00026969076469700862 0.0026567518541293885 -0.0024503090567390097 -0.0030317879785125516 0.00058223641491321888 -0.0017667331407894577 0.00038917028646381127 -0.0035832571347996353 0.0028437073910514278 0.004039920041972212 -0.0038141207908814439
leaf_weight=0.22265881686689581 0.34319150164083101 1.058812078190386 0.27922901978308801 0.28375627625791811 0.36197171447201881 0.41885218647985123 0.38511851345538162 0.35860018603489141 0.51448398568027187 0.24585728882811764 0.091492796957024836 0.46934586813586054 0.059237212706648279 0.18087088547690655 0.46253726513532989 0.2536475834203884 0.11017465597251419 0.67849705561820872 0.27664509939495463 1.3013389799016297 1.0196552738780149 0.31154543795855705 0.29528784868307434 0.86059663775813533 0.1309276150423101 0.22787173767574131 0.19982891378822376 0.21009513633907761 0.29122344174538772 0.17155833139986487
leaf_count=233 144 229 18 55 180 483 37 89 387 16 13 168 36 57 321 19 69 278 35 372 130 23 28 97 54 22 201 62 11 43
internal_value=0 0.000714788 -0.000993744 0.00150687 -0.000236643 -0.000164821 -7.24477e-05 -0.000733881 -0.00109713 -0.000585968 -0.00250563 0.000109976 0.00220016 -0.000856706 -0.00192135 0.000878989 0.000239842 0.000310202 0.000111922 0.000310746 0.000829503 0.000118959 0.000555828 -0.00034102 0.00215339 -0.00192834 -0.000596919 -0.000242339 0.00208856 -0.000682535
internal_weight=0 1.96499 0.622421 1.34257 10.1099 9.88726 9.52529 3.05493 2.69633 2.27747 0.605977 1.6715 0.528583 1.14291 0.708395 0.434518 6.47036 6.36019 5.68169 5.17718 3.29435 2.14377 1.83223 1.15588 1.15058 0.504517 1.88282 1.68299 0.676342 1.4729
internal_count=3910 446 162 284 3464 3231 3051 1589 1500 1017 400 617 204 413 337 76 1462 1393 1115 1058 380 196 173 125 184 57 678 477 48 415
is_linear=0
shrinkage=0.0038477


Tree=480
num_leaves=31
num_cat=0
split_feature=1 52 3 11 0 49 0 124 13 15 0 43 394 160 13 0 47 474 38 12 151 3 47 50 15 1373 160 132 42 15
split_gain=0.590497 0.381324 0.364801 0.35731 0.343831 0.525149 0.363435 0.332952 0.394351 0.344055 0.337439 0.393304 0.422298 0.325443 0.379078 0.318748 0.585706 0.346825 0.303435 0.518113 0.351482 0.277582 0.273009 0.321396 0.320949 0.270503 0.29206 0.258926 0.244472 0.244217
threshold=0.10113500000000002 -0.42985499999999993 -0.12008499999999998 0.08184000000000001 -0.10071499999999999 -0.085974999999999982 -0.084794999999999995 -0.027784999999999997 -0.091849999999999987 0.083935000000000023 -0.081964999999999996 -0.17307499999999998 -0.47621999999999992 0.086620000000000016 -0.083654999999999993 -0.10209999999999998 0.078345000000000012 0.084655000000000022 0.13584500000000002 -0.071274999999999991 -0.40391999999999995 -0.089974999999999986 0.096475000000000019 0.10976000000000001 0.035895000000000003 -1.0000000180025095e-35 -0.079234999999999986 0.084305000000000005 0.086700000000000013 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 29 5 -4 13 -8 -9 27 21 -12 -13 -6 -15 16 17 -7 19 -3 -21 -11 23 24 25 -22 -27 -10 -26 -1
right_child=1 18 4 -5 6 15 7 8 9 10 11 12 -14 14 -16 -17 -18 -19 -20 20 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.00070714819678515393 -0.0015892148159625116 0.0013463738647609901 -0.0013128470328988612 -0.0011952510939824961 -0.0014096736629778529 -8.3406398343012893e-06 0.0011166686408007533 0.00033022866711598356 -0.001424385306963088 -0.0016039624246754149 0.00060000436371787625 0.0017841407667147501 -0.0015907016531415928 -0.0016084096186126482 0.00076600542131986663 0.001354145366788812 -0.0016540816124841898 0.0013426350409813238 -0.0015985991870148318 -0.0015612519126064898 -0.00087622120662080776 0.0008403307023967674 -0.00020000760118852397 -0.0011216579498829712 -0.00059092528449507025 4.9072972200160498e-05 0.0013137691279645365 0.00017371520037517358 0.00093632506273976825 -0.00057903356584932102
leaf_weight=1.9828753242327399 0.27382678020512585 1.1206945139856532 0.75271936011267815 0.36999185002059665 1.8906966809590833 3.6838174771983176 0.35718375077704045 1.234038764639992 1.6265485690964787 0.13595544450799935 0.38893911239574808 0.10233913362026281 0.93947060321806575 0.27318941269186325 0.43199516940512683 0.45793446595780807 0.49175158154685039 0.54264904651790846 0.20331893838010717 0.27441454865038295 0.19914227607659984 0.77390338231634959 2.1264346865063999 0.28679882315918792 0.78679398109670706 0.58529429318150494 2.0336667176452479 0.29868091043317679 0.39027967018773779 0.4510289555764756
leaf_count=107 115 299 60 67 799 201 33 58 469 45 46 1 589 50 26 20 43 21 9 22 7 168 141 39 40 52 235 53 28 67
internal_value=0 0.000241496 -0.000271352 0.000249222 -0.000372844 -8.15735e-05 -0.00057714 -0.000359357 -0.000455216 -0.000682432 -0.000276081 -0.000753776 -0.00125918 -0.00106852 -0.000153846 9.74791e-05 -2.44887e-05 0.000165115 0.000304104 0.000353679 0.000187206 0.000475093 0.000262077 0.000491549 0.000607355 0.000896347 0.00103113 -0.00117646 -8.45383e-05 0.000468805
internal_weight=0 8.28067 17.1857 2.8039 14.3818 5.92887 8.45294 5.85706 5.49988 4.26584 2.34061 1.43075 1.04181 2.59588 0.705185 5.17615 4.71822 4.22647 8.00684 7.80352 6.68282 0.909859 6.40841 4.28198 3.99518 2.8181 2.61896 1.92523 1.17707 2.4339
internal_count=3910 987 2923 241 2682 345 2337 1462 1429 1371 849 636 590 875 76 285 265 222 872 863 564 213 542 401 362 294 287 522 68 174
is_linear=0
shrinkage=0.00157766


Tree=481
num_leaves=31
num_cat=0
split_feature=1453 1365 1213 475 403 52 1373 158 0 1 2 16 48 44 52 3 0 2 15 3 160 156 12 150 1374 52 12 48 3 1374
split_gain=0.100129 0.101161 0.104329 0.136183 0.111296 0.112126 0.113953 0.10769 0.105661 0.174231 0.173694 0.247363 0.204596 0.208025 0.188226 0.170244 0.180289 0.178152 0.166498 0.252133 0.189256 0.235957 0.228351 0.158733 0.198784 0.202931 0.136904 0.250697 0.135929 0.134087
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 -0.42985499999999993 0.11103 0.11034000000000001 -0.070894999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.055679999999999993 0.12675000000000003 1.0000000180025095e-35 -0.0066199999999999991 0.076695000000000013 0.12500000000000003 0.106285 0.083935000000000023 -0.091594999999999982 0.084835000000000008 0.091235000000000024 0.085185000000000025 0.12118000000000001 -0.095439999999999983 -0.048794999999999991 0.085775000000000004 0.089715000000000017 0.10420500000000001 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 9 18 11 -11 13 14 23 16 -10 -18 20 -20 21 -7 -22 24 -12 -26 -24 -28 -17 -16
right_child=-2 -3 4 -5 5 6 -8 -9 15 10 12 -13 -14 -15 29 28 17 -19 19 -21 22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.0031349183544152094 -0.0031546642325432986 -0.0020312219688570273 -0.0019647094223971418 -0.0025652209570086724 -0.0018200352597646083 -0.0031581553538411562 -0.0028436804712486923 -0.0025607245931221793 0.0019028036688049329 8.4792666417744987e-05 -0.0015646099916491706 -0.0030198933452967877 -0.0011188865644249917 -0.0025189281169088165 0.0025140486108112085 -0.0026798716055390684 -0.0010798752580098256 0.0024116113227798386 -0.0031519733767354924 0.00092801718799589636 -0.0031290270220434182 0.0017195549214966753 0.0032626704112908708 0.0032048112163243049 0.0016497445607216753 -0.0017178865327144976 -0.0031854774429990666 0.0029479850981233425 0.00025820844382355278 -0.0011255024385380707
leaf_weight=0.047070780768990517 0.099777693230863274 0.23948880698299113 0.2563217604292668 0.27560311287015338 0.28419065619163575 0.63273230360209021 0.12049164174823168 0.13521571800447496 1.3013450813487124 1.4050278390095625 0.4257203007582574 0.2984497388897579 0.48434662293584541 0.14876346822711628 1.0721945839031897 0.19827829761197779 0.48228964318695933 0.19762192403140943 0.17378022522461833 0.88615875455070614 0.16935184178873897 0.1119645316794049 0.1714293290679052 0.19318786708754476 0.82340409851894925 0.21684125572209645 0.13642885692388518 0.12027898601081688 0.63405825079098577 0.10676710456027638
leaf_count=4 67 74 451 583 310 434 19 118 334 241 12 184 52 37 214 48 54 25 39 201 41 35 6 11 150 27 36 9 86 8
internal_value=0 -3.89366e-05 2.51942e-06 -0.0017337 5.25999e-05 9.99069e-05 0.000151158 0.000185442 0.000221179 3.08577e-05 0.000350845 -0.000459149 0.000748344 0.00105113 0.00123826 0.000733702 0.00122749 -6.50458e-05 -0.000658466 0.00025909 -0.00138307 -0.0024248 -8.46869e-05 0.000565916 0.000218158 0.000947755 0.00111952 -0.000311679 -0.000441698 0.00218445
internal_weight=0 11.7488 11.5093 0.322674 11.1866 10.9303 10.6461 10.5256 10.3904 7.57683 5.1747 1.70348 3.47123 2.98688 2.83812 2.81359 1.98126 0.679912 2.40212 1.05994 1.34219 0.744697 0.597489 1.65915 1.46597 1.04025 0.428137 0.256708 0.832337 1.17896
internal_count=3910 3843 3769 587 3182 2731 2421 2402 2284 1737 936 425 511 459 422 547 413 79 801 240 561 469 92 200 189 177 51 45 134 222
is_linear=0
shrinkage=0.00309713


Tree=482
num_leaves=31
num_cat=0
split_feature=1 12 40 3 0 47 50 16 16 160 48 11 0 4 0 0 474 43 150 4 12 42 47 403 393 402 43 3 15 160
split_gain=0.624923 0.432417 0.592442 0.450514 0.351375 0.325233 0.352819 0.322157 0.478916 0.333306 0.442196 0.308679 0.299532 0.355754 0.349442 0.480926 0.483077 0.347111 0.325144 0.436263 0.290511 0.286503 0.420232 0.277623 0.537612 0.319595 0.291234 0.372775 0.596869 0.32872
threshold=0.10113500000000002 -0.071274999999999991 0.34489500000000001 0.31335500000000011 -0.017269999999999997 0.11603500000000001 0.11515000000000002 0.050115000000000007 -0.016294999999999994 -1.0000000180025095e-35 0.12862000000000004 0.081130000000000022 0.039665000000000006 -0.49837999999999999 -0.10071499999999999 -0.10209999999999998 0.084655000000000022 -0.46376499999999993 0.083205000000000015 0.0057500000000000008 0.086305000000000007 -1.0000000180025095e-35 0.096475000000000019 0.03138500000000001 0.085075000000000012 -0.47918499999999992 -0.083094999999999988 -0.084129999999999996 0.083935000000000023 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 6 7 8 9 -3 21 -6 14 17 15 16 18 -14 -1 -20 -15 -11 -23 26 25 -25 27 -16 29 -29
right_child=1 3 -4 -5 11 -7 -8 -9 -10 10 -12 -13 13 20 23 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0008325690822928865 0.00093867606636717309 -0.0010586746788566906 -0.0013433942952443369 0.0013099592843197208 0.0012021167715118976 -0.00085123010169946072 -0.0013268494662083137 -0.00063158257065177095 0.0012470503443199397 -0.00055218490371602069 -0.0012352217808325723 -0.00039908471705845121 0.00046875182102996857 0.00085898911442170312 -0.00099617078449972798 0.00075189856662979178 0.00055010407064758136 -0.0010554594590281544 -0.00063065353451256486 0.00048487852934556527 -0.00021170605619329636 0.00090922548350891633 -0.00055251711151709448 0.001478201486358283 0.00092458327946669337 -0.00083425001448625847 -0.001062333194195926 -0.0011262552446430745 0.001059493879149474 0.00038801872853521627
leaf_weight=3.9131096478668042 1.0953192887827743 0.52880680572707106 0.2318255528807639 0.29924605990527275 0.4598738057538857 1.9596287261229006 0.46121111139655102 1.590612363128457 0.49979777913540635 0.52854235749691669 0.3752624001353978 0.36180463113123551 0.33475790265947569 0.70087649277411301 1.6655403109325564 0.56801760022063419 0.68274947302415956 1.0078202294535006 1.6852833431912588 0.90694174461532373 1.0875936063239349 1.3014255171292459 0.44350984599441279 0.10762020200490963 0.44635730987647537 1.5235064452572251 5.0384656887908905 0.76379841615562749 0.49771416065050278 0.35232897580135614
leaf_count=299 301 41 8 66 67 105 45 107 32 13 10 85 9 47 421 24 37 82 46 44 43 97 10 1 15 315 1384 98 36 22
internal_value=0 -0.000150067 0.000540044 -0.000254029 -0.000309023 -0.000395167 -0.000239173 -0.000143947 6.69765e-05 -0.000118638 6.90355e-05 0.00049707 -0.00054131 -0.000170869 -0.00060521 -0.000396892 -0.000487672 -0.000675413 -0.000596588 -0.000240362 0.000207884 0.000284317 0.000537695 -0.000760639 -0.000336564 -0.000681677 -0.000866557 -0.000565765 -0.000121571 -0.000648243
internal_weight=0 10.1369 1.32714 8.80972 8.51048 7.6888 5.72917 5.26796 3.67734 3.17755 2.64874 0.821678 21.2825 3.13105 18.1514 7.7561 7.18808 1.34258 6.50533 2.59223 1.78847 2.27348 1.74494 10.3953 2.07748 1.63113 8.31785 3.27938 1.61384 1.11613
internal_count=3910 987 309 678 612 460 355 310 203 171 130 152 2923 181 2742 450 426 91 389 90 90 120 107 2292 331 316 1961 577 156 120
is_linear=0
shrinkage=0.00129687


Tree=483
num_leaves=31
num_cat=0
split_feature=31 1338 1348 1456 453 2 1374 2 123 3 2 2 15 43 2 160 13 0 4 1212 47 1 0 15 133 52 1374 2 160 51
split_gain=0.0976128 0.103089 0.11069 0.133837 0.113353 0.0995096 0.177921 0.159202 0.160421 0.143826 0.14338 0.138851 0.128075 0.138633 0.184908 0.178908 0.156955 0.248271 0.148401 0.159811 0.200675 0.185706 0.123796 0.119716 0.116613 0.121676 0.116535 0.116487 0.115041 0.121194
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084620000000000015 -1.0000000180025095e-35 0.090755000000000016 0.086545000000000025 -1.0000000180025095e-35 0.087005000000000013 1.0000000180025095e-35 0.084925000000000014 0.087995000000000004 0.085255000000000011 -0.11739999999999999 -0.074254999999999988 0.084925000000000014 -0.082969999999999988 -0.003375 -0.10303999999999998 0.24280000000000004 -0.5172699999999999 0.09550500000000002 0.093000000000000013 -0.22851499999999997 -0.24219999999999997 0.19121000000000002 0.18936500000000003 0.089520000000000016 0.093655000000000002 -0.15186999999999998 -0.07742499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -7 10 11 -9 12 23 15 18 -14 -17 -18 19 -15 22 -22 -21 -8 25 26 28 -10 -12 -30
right_child=1 -3 -4 5 -6 7 9 8 27 -11 24 -13 13 14 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0029163504801418762 -0.00298421560945604 -0.0032882998014654935 0.0021451439232190285 -0.003307395114830072 0.0032816146321114309 0.0021940792053625775 0.00070300110825910261 -0.0032658210111027731 -0.0016629416656003518 0.0013720957507850813 0.0031194697573266165 -0.0032811054650869987 -0.0024622545194666525 0.0030873697078209143 0.0028582752122777171 0.0021857584917889875 0.0031472394239269717 -0.0022826586909489425 0.0029052149527201148 0.003356830531928309 0.0036102449279502816 -0.0017262133413453659 -0.0027932969159201234 -0.0033286257272942487 -0.0032182861484616747 -0.0019888486300974439 -0.0027458168205004882 0.002308692034846301 -0.0013427737622515659 0.00030243526296626436
leaf_weight=0.11229804964386758 0.26351186454120856 0.10579066059290276 0.22838886218232879 0.22034615348093245 0.034068448818288743 0.38005993196566112 0.10831002571649151 0.14693585488203087 0.091823165173991472 0.46056197404686816 0.13891771782800422 0.18466730213549443 0.16315397786092933 0.075324895311497664 0.13017691720961 0.62722355780351779 0.13377845549257472 0.25704925241734766 0.086653779901098349 0.035669278353453682 0.12174663434780086 0.15474731715221424 0.82970388293324271 0.26588579567760584 0.11773300313143398 0.29569643222566799 0.14247501033241849 0.48333411885687383 0.5194432839743931 4.7111792326686626
leaf_count=113 362 23 71 22 2 59 43 174 19 56 37 170 81 10 29 137 13 69 12 1 5 52 554 56 189 189 32 183 270 877
internal_value=0 -0.00011204 -8.25867e-05 -0.000128095 -0.00226687 -6.96108e-05 -0.000486955 0.000159324 4.2991e-05 -0.00031597 -0.000111552 -0.000560909 -0.000392873 -0.000139785 -0.000815245 0.000680246 0.00118387 -0.000424031 -0.00118201 -0.00147299 -0.00177382 0.000623552 -0.0025398 -0.00216168 -3.33347e-05 3.12302e-05 0.000139599 0.00167463 0.00021616 0.000139053
internal_weight=0 11.5144 11.4086 11.1802 0.29758 10.8826 3.855 7.0276 6.64754 3.63465 6.07238 3.17409 2.98942 2.61523 1.43402 1.18121 1.01805 0.390828 1.30385 1.21719 1.14187 0.276494 0.865373 0.374196 5.92544 5.80771 5.51202 0.575157 5.36954 5.23062
internal_count=3910 3797 3774 3703 364 3339 1310 2029 1970 1288 1768 1232 1062 963 663 300 219 82 634 622 612 57 555 99 1594 1405 1216 202 1184 1147
is_linear=0
shrinkage=0.00323249


Tree=484
num_leaves=31
num_cat=0
split_feature=39 1 51 13 13 457 132 13 52 2 42 403 1375 0 13 52 4 50 1 1429 4 3 48 42 42 133 42 43 12 150
split_gain=0.560287 0.564264 0.513051 0.475034 0.4636 0.422527 0.48985 0.422868 0.400091 0.433158 0.385399 0.365191 0.345655 0.33394 0.317207 0.320538 0.348817 0.337586 0.356411 0.339203 0.303027 0.292225 0.291368 0.321433 0.362776 0.323822 0.37031 0.392613 0.276217 0.274283
threshold=0.005105000000000001 0.088010000000000019 -0.40274499999999996 -0.094679999999999986 -0.084184999999999996 0.081330000000000013 0.079995000000000011 -0.083924999999999986 0.11588000000000002 0.086545000000000025 0.092145000000000019 -1.0000000180025095e-35 -0.43271999999999994 0.024745000000000003 -0.014114999999999997 -0.092854999999999979 0.28937500000000005 0.084340000000000012 0.14071500000000001 0.084710000000000021 -0.14301 0.15165000000000003 0.11930500000000001 -0.11145999999999999 -0.10298999999999998 1.0000000180025095e-35 0.086375000000000021 -1.0000000180025095e-35 0.10595000000000002 0.09833500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 -3 8 20 6 7 -6 9 -1 28 -8 -7 -2 -9 16 -16 19 -19 22 -5 -10 23 -17 -25 26 27 -26 -11 -14
right_child=1 2 -4 4 5 12 11 14 21 10 -12 -13 29 -15 15 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00025847744006792894 -0.00098842607311006828 -0.0012360835467705366 0.00081555633306566874 0.0013117727245598885 0.0009623474145360021 -0.00040824682748341753 -0.0011994743283996812 -0.00078505951559865704 -0.0012767461689402069 0.00091460500973484583 -0.00061273511183114536 0.00060461005050112347 0.00015139648403476313 0.00053396474081230001 -0.0010706553358889521 -0.0012557208596514298 0.0012149288157656207 -0.0010965905027155629 0.00097158642425040074 0.00092910472306169151 -0.0010749736376028957 0.00051386909191105193 -0.0012305028833902321 0.0013446207827356234 -0.0011362876886286735 -0.0010005130882836536 0.00073962352324200725 -3.7689240425577435e-05 -0.00015336446059840121 0.001005650823686305
leaf_weight=1.2941835806996156 0.57792339462321196 0.18842313159257251 2.2910430119954976 0.080995298922061809 0.33541455950763399 1.0092773233191112 0.1836495368333998 2.4169258980837265 0.42058226079097938 2.0915593492973139 0.34305076301097859 1.2590481287625142 1.7002038849750527 0.3196417533326894 1.1094235551427178 0.34235479650670342 0.10435068601509545 0.95111869242100489 0.13604648434557021 0.41236147074960161 1.2280024583597029 0.18854918068973348 0.3620272991247474 0.24988751485944405 0.52489229898492951 0.54805461209616613 0.75516125239664678 4.049479945329904 0.41447797033470113 0.78464843297842879
leaf_count=132 74 10 358 1 28 17 101 886 59 162 47 148 107 17 245 64 12 199 5 26 557 30 24 5 173 112 19 224 13 55
internal_value=0 0.000365709 0.000659645 -0.000155197 -0.000241596 -0.000189516 -0.000283885 -0.000361178 0.000181925 0.000314888 0.000575337 0.000374957 0.000181577 -0.000446271 -0.000398289 -0.000300355 -0.000874159 -0.000216759 -0.000837781 -0.00012356 -0.000927292 -0.000722483 -0.000187098 -0.000128713 -6.57444e-05 -0.000125707 -3.57471e-05 -0.000163749 0.000737972 0.000421147
internal_weight=0 3.37703 2.47947 23.2957 18.5433 17.2343 13.7402 12.2975 4.7524 4.14327 2.84909 1.4427 3.49413 0.897565 11.9621 9.54516 1.21377 8.33138 1.08717 7.24422 1.309 0.609131 6.83186 6.46983 6.12748 5.87759 5.32953 4.57437 2.50604 2.48485
internal_count=3910 459 368 3451 3008 2450 2271 2022 443 354 222 249 179 91 1994 1108 257 851 204 647 558 89 621 597 533 528 416 397 175 162
is_linear=0
shrinkage=0.00119516


Tree=485
num_leaves=31
num_cat=0
split_feature=453 1348 1456 9 1444 11 4 1211 480 1 128 15 15 48 150 3 0 14 3 158 148 1 15 2 45 43 1186 1186 1186 43
split_gain=0.0936223 0.107083 0.129198 0.10541 0.102712 0.0992348 0.144222 0.119884 0.117548 0.108043 0.103028 0.0997207 0.125807 0.12978 0.122914 0.354079 0.193853 0.144526 0.131987 0.111803 0.111266 0.117414 0.118772 0.106894 0.144923 0.10036 0.100015 0.101707 0.143949 0.125465
threshold=0.096095000000000014 0.090050000000000005 -1.0000000180025095e-35 -0.016839999999999997 -0.10662999999999999 0.088160000000000002 0.27020000000000005 1.0000000180025095e-35 0.08456000000000001 0.11931500000000002 0.11637500000000002 -0.11739999999999999 -0.106555 0.093225000000000016 0.086025000000000018 0.094625000000000015 -0.23029999999999998 0.077685000000000018 -0.100615 0.085745000000000002 0.11035500000000001 0.10471000000000001 -0.017214999999999998 0.094825000000000007 0.093765000000000015 -0.08921999999999998 -1.0000000180025095e-35 0.091570000000000026 0.085080000000000003 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 10 -7 11 23 -13 14 16 18 -14 19 -16 20 21 26 25 -5 -25 -23 -18 28 29 -28
right_child=-2 -3 3 5 -6 9 -8 -9 -10 -11 -12 12 13 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0035710218848466957 -0.0026762939028354372 0.0033202976774831011 0.0036002547881071943 -0.0030995146327215924 -0.0032117346450015278 -0.0024013043487117786 0.0013744231422743226 -0.0035490897287606608 -0.0035510416754919727 0.0022672549902887106 -0.0036277269912158945 0.0021556591081569472 0.0036466844554214894 0.0011199583084592257 0.0026926554717332219 0.0011795989196246126 -0.0035563413411249024 -0.0035851541381747183 -0.0033051015781729578 -0.0028598702557138403 -0.0035975743305013473 -0.0030906931151896025 0.0029681001219555797 0.002039149052577975 -0.0035780728469785449 0.0011457743781931504 0.00080268699560081993 -0.0035732976203975649 0.0023997585892055425 -0.00050478116925556707
leaf_weight=0.031439632948604412 0.1721205962821849 0.11677863380464337 0.099517592738259775 0.2582875060452271 0.24931044183721951 0.38917824741656737 0.8926726837744362 0.12527439926270822 0.11950586859166001 0.07373442267999053 0.097986617765855821 0.3597137434553489 0.18094184517393586 1.1508037671737836 0.049535237369127572 0.45421980277751572 0.098690573478943722 0.14269747984508274 0.62211271929845657 0.16378055083805509 0.099601873196661361 0.09226349409436807 0.35249183888663527 0.16861924439217546 0.087106926133856177 0.28883111200411804 1.3930430385334953 0.095227784164307994 0.32125557903054858 2.6903136770961802
leaf_count=3 36 46 120 119 364 115 320 217 239 27 51 32 9 187 12 31 124 58 174 101 8 10 49 52 11 65 380 34 27 889
internal_value=0 -4.83836e-05 -8.3671e-05 -2.24829e-05 -0.00245217 -5.59645e-05 1.59866e-05 -0.000112849 -6.64969e-05 -0.00165768 -2.10731e-05 1.78929e-05 0.000108781 1.8944e-05 -0.000160907 -0.00123191 4.28063e-05 -7.08343e-05 -0.00286276 1.87885e-05 0.000105588 0.000174761 0.00148859 -0.0014949 0.000125778 0.00012012 -3.48287e-05 4.24052e-05 0.000120577 -5.87365e-05
internal_weight=0 11.2649 11.1482 10.8674 0.28075 10.7679 10.305 9.4123 9.28703 0.462913 9.16752 9.06954 8.55552 8.19581 7.04501 1.12587 5.91914 5.7382 0.671648 5.5955 5.43172 5.33212 0.733586 0.514014 0.255726 0.381095 4.59853 4.49984 4.40461 4.08336
internal_count=3910 3874 3828 3461 367 3341 3199 2879 2662 142 2423 2372 2190 2158 1971 217 1754 1745 186 1687 1586 1578 124 182 63 75 1454 1330 1296 1269
is_linear=0
shrinkage=0.00353626


Tree=486
num_leaves=31
num_cat=0
split_feature=156 401 147 1 0 3 52 403 403 39 51 133 1429 4 147 47 4 47 16 48 160 157 402 16 16 3 16 12 1 1
split_gain=0.0908933 0.0895551 0.0912214 0.0965895 0.238461 0.201095 0.142682 0.143492 0.140827 0.145264 0.153793 0.13688 0.170831 0.133877 0.142782 0.12816 0.126034 0.122886 0.120435 0.212321 0.162187 0.160668 0.119953 0.11729 0.116796 0.11468 0.115102 0.174892 0.139282 0.295255
threshold=-1.0000000180025095e-35 0.10711000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.083604999999999985 0.11401500000000002 0.095765000000000017 0.03138500000000001 0.005105000000000001 -0.40274499999999996 0.084285000000000013 0.084710000000000021 -0.23071499999999998 0.089245000000000005 0.14097000000000001 0.0021050000000000005 0.13206500000000002 -0.09601999999999998 0.11930500000000001 -0.23073999999999997 -0.07686999999999998 -1.0000000180025095e-35 -0.008734999999999998 -0.5152199999999999 0.30601500000000009 0.51388000000000011 0.087305000000000008 0.11183500000000002 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 22 9 13 -11 12 24 15 17 -5 -13 18 19 20 -15 23 -6 -20 -7 26 27 28 29 -23
right_child=1 -3 3 8 6 11 -8 -9 -10 10 -12 16 -14 14 -16 -17 -18 -19 21 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0037831957884747179 -0.0031392209131122224 -0.0037070264477492751 -0.0038104473398083774 -0.0028041447712444699 -0.0037982384197084761 0.0027963779120752518 -0.00242876256118056 -0.0033853750060082169 0.0025097909826922522 -0.0038231616525684266 0.0020609983438498901 -0.0038096336707108026 0.0035411519073284534 -0.0027020591982519788 0.0026875962998446816 0.0030789414937732102 0.00089259793968973961 -0.0032246454889431246 -0.0017649098337500632 -0.0032604886742196564 0.0016776557422034254 -0.0012357615395760455 0.00096059710801735655 0.0028181176898141509 -0.0038394757773508262 0.0037941834607905264 0.0021753200652224456 -0.0035535959713915576 -0.0032077372798334342 0.0026757761707521194
leaf_weight=0.09406224689337328 0.13240120325644511 0.094941313907839553 0.42201610514348109 0.39736220618215146 0.078230229646579885 0.041939586080840252 0.25043109066609748 0.12373538253086724 0.38602298818659608 0.068729903665371239 0.79722451632187574 0.093489377621153835 0.061689739435678348 0.13185872878966609 0.28818611604219757 0.060821376740932465 0.61755893787267269 0.16747772674716532 0.10531972937315004 0.16088711799238797 1.3913505032505771 1.0684525305950976 2.1248726212124924 0.32505467682494815 0.38121774163664979 0.074386379274073877 0.15429179341299448 0.37054159587933089 0.26484906283440057 0.37011862112558436
leaf_count=197 36 167 441 151 134 6 180 46 104 10 358 88 4 50 88 3 90 29 28 24 191 141 501 64 288 49 26 367 16 33
internal_value=0 -5.7241e-05 -2.54812e-05 1.27687e-05 -0.000434799 -0.00157051 0.000278155 0.000569493 0.000297995 0.000160217 0.00159398 -0.000780062 -0.00232639 -7.2682e-05 0.000110724 -0.0020232 0.000274344 -5.1258e-05 6.90631e-05 0.000862983 0.00129852 -0.000420154 0.000791615 0.00169658 -0.00318179 -0.000815781 -0.000969677 -0.00120365 -0.000692468 -0.000229393
internal_weight=0 11.0055 10.9105 10.7781 4.19518 1.61791 2.57727 2.32684 6.58294 6.19691 0.865954 1.1959 0.484847 5.33096 4.87277 0.458184 0.711048 4.58459 4.41711 1.6841 1.52321 2.73301 2.2031 0.430374 0.423157 2.30264 2.22825 2.07396 1.70342 1.43857
internal_count=3910 3713 3546 3510 1778 917 861 681 1732 1628 368 476 298 1260 1106 154 178 1018 989 265 241 724 635 92 294 632 583 557 190 174
is_linear=0
shrinkage=0.00377425


Tree=487
num_leaves=31
num_cat=0
split_feature=1429 42 42 393 1 0 1365 132 47 394 1373 1453 133 3 133 123 160 150 4 401 33 475 402 455 402 1375 148 158 159 14
split_gain=0.0871147 0.0949763 0.155428 0.136123 0.118436 0.136502 0.116179 0.105305 0.130015 0.102698 0.097779 0.0975363 0.095748 0.0937809 0.0933273 0.132081 0.101836 0.24433 0.114694 0.108257 0.106284 0.109022 0.140645 0.11787 0.113334 0.10455 0.106619 0.109476 0.11021 0.0998759
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.085679999999999992 0.084845000000000018 1.0000000180025095e-35 0.15480500000000005 1.0000000180025095e-35 0.080815000000000012 0.11566000000000001 -0.082514999999999991 0.11103 1.0000000180025095e-35 0.19121000000000002 -0.5217799999999998 -0.26719999999999994 1.0000000180025095e-35 -0.10117499999999999 -0.22988499999999998 -0.52333999999999992 0.082755000000000009 -0.007134999999999999 -0.084049999999999986 -1.0000000180025095e-35 0.09338500000000001 -1.0000000180025095e-35 -0.45817499999999994 0.11035500000000001 0.091000000000000011 0.087945000000000009 0.088250000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 8 -6 -5 11 12 13 -3 -15 16 17 -16 -18 -19 -20 24 -23 25 -22 -24 27 28 -27 -17
right_child=1 6 -4 9 7 -7 -8 -9 -10 -11 -12 -13 -14 14 15 29 18 19 20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024124032811544825 -0.0034618566687188317 0.0035355918679151853 -0.0025529934107675427 0.0031502922464885161 -0.0026170674322756092 0.001658083535589359 -0.0024462634837745909 0.0026416457467297915 0.0011843055564165924 -0.00053162168183233096 -0.0031166539848118046 -0.0034971584390832643 -0.0030130023524550919 -0.0021253080455618028 0.0035839545069686726 0.002836195181746859 -0.0031022012997752651 -0.0028020287226849191 -0.0023296128134682749 0.0033602562442337095 0.0034761719813305317 -0.003462809821420121 -0.0013537651428094642 -0.0030795296875850988 -0.0028517570149760797 0.00078137902776449102 -0.002746292375630829 -0.0014361806760449381 0.0027698077241313118 -0.0034847870119958657
leaf_weight=0.18594929658865922 0.29303656549564017 0.10407038533593826 0.4345751645614645 0.21263831929536536 0.21695471760904184 0.078083476575557142 0.20570943193888602 0.14528900859295391 0.20929893052380066 0.15513402098440565 0.10582118944148611 0.083136619097786801 0.10524828520283414 0.1915130027591595 0.10247281845659018 0.34464435798145121 0.1141798165262945 0.41514983522028437 0.16790479877089648 0.036741490741405869 0.040083581581711769 0.10299831548035498 0.29414861592885433 0.10198613251850464 0.20438725859639095 5.3289761134274656 0.10169619601219881 0.2468623165750613 0.35182291774071917 0.032377493917010725
leaf_count=181 363 21 506 24 81 8 73 33 15 26 19 62 212 72 4 254 32 332 29 19 4 90 10 31 195 956 18 129 106 5
internal_value=0 -3.64997e-05 -0.000769714 -0.000178331 -0.000871034 -0.00238462 0.000109193 0.000111787 -0.000750518 0.00159718 0.000170489 0.000211555 0.000248317 0.000289762 0.000248456 0.000305378 0.00020688 -0.00121318 0.000318464 -0.002301 0.000374735 0.000441777 0.000526257 0.0005902 -0.00181423 0.000649386 0.000747112 0.000807046 0.000904526 0.00229337
internal_weight=0 10.5269 1.74501 1.31044 0.942663 0.37112 8.78193 0.571543 0.426254 0.367772 8.57622 8.4704 8.38726 8.28202 8.17795 7.98643 7.60941 0.554364 7.05505 0.451891 6.94087 6.77296 6.52849 6.42549 0.244471 6.32351 6.02936 5.92766 5.6808 0.377022
internal_count=3910 3729 1056 550 500 371 2673 129 96 50 2600 2581 2519 2307 2286 2214 1955 355 1600 351 1568 1539 1340 1250 199 1219 1209 1191 1062 259
is_linear=0
shrinkage=0.00344095


Tree=488
num_leaves=31
num_cat=0
split_feature=2 147 4 480 375 376 367 1373 457 1213 475 456 1 44 42 132 50 50 42 133 50 13 457 42 39 52 158 3 47 49
split_gain=0.0819576 0.0956977 0.0881313 0.104244 0.0864106 0.117593 0.160714 0.0890871 0.0912974 0.109751 0.124896 0.0966879 0.106149 0.140131 0.103469 0.116127 0.102618 0.112735 0.109176 0.107492 0.169053 0.122161 0.137418 0.144589 0.116639 0.103852 0.110486 0.109209 0.104405 0.142443
threshold=0.16971500000000003 -1.0000000180025095e-35 0.51390500000000017 0.086640000000000009 0.087245000000000017 0.048375000000000008 -0.083499999999999977 0.11103 -0.15747999999999998 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.14000500000000002 0.085085000000000008 -0.11145999999999999 0.080815000000000012 0.10625000000000001 0.10030500000000002 -0.10298999999999998 0.093845000000000026 0.084340000000000012 -0.45122499999999993 0.097740000000000007 -0.09547499999999999 -1.0000000180025095e-35 -0.42985499999999993 0.084965000000000027 -0.15464999999999998 0.10887000000000001 0.10251500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 -3 10 -10 -11 13 14 15 -13 17 18 -16 20 24 -21 23 -23 -20 -26 27 -27 29 -29
right_child=-2 2 -4 -5 -6 6 -8 -9 9 11 -12 12 -14 -15 16 -17 -18 -19 19 21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0031844015966485902 0.0026468208209218607 0.0022991622836433519 0.0033694282682933661 -0.0026600650611345515 -0.0028749554213929026 -0.0028351207276070245 0.0023655274306861283 -0.0034113447043210986 0.0033816269938610759 -0.0025843582873474719 -0.0033606826781827615 -0.003408582564257627 0.0022933402982518365 -0.0028746127485095203 0.0031201746858522958 0.0023195342229829926 -0.0022779907752845871 0.0030311346250896849 -0.0027716638415944982 0.0024715584268879508 -0.0028903252593405057 0.0027027931569110933 0.0029588822296524537 -0.002979429758299409 -0.0022635584789152839 0.0021069157477189133 -0.0016762931147390303 0.0003125674652345182 -0.0014531035983760914 0.0025377602156014443
leaf_weight=0.11198699555825165 0.12305492847735955 0.17882503737927713 0.082955415960896839 0.175233166419276 0.12034224162926044 0.079046936240047216 0.42742904800616166 0.090547805579263563 0.036302672699093819 0.16673690281093634 0.20516265244258036 0.18604786983995669 0.21923125020839584 0.19513117217866316 0.12941779935498576 0.050524344231234863 0.20474701286912012 0.1470372102667169 0.14181796822957071 0.085657215618994087 0.20030119148213987 0.056345300865359604 0.060696032829582691 0.46663598566010467 0.17264877932756295 0.42368229400379753 0.2827595886265043 4.8960044269007037 0.34134172316407774 0.34577646548859764
leaf_count=31 96 31 116 238 30 7 155 17 4 64 572 131 50 36 14 15 241 34 23 9 113 7 9 365 218 80 174 913 52 65
internal_value=0 -0.000103952 -7.00259e-05 -9.83164e-05 -5.30193e-05 -1.83305e-05 0.00155385 -0.000104104 -7.15286e-05 -0.00011856 -0.00234702 -5.7221e-05 -8.25792e-06 -6.84234e-05 -1.5762e-06 -0.00218524 6.33644e-05 0.00012522 6.90217e-05 1.61863e-05 0.000142217 -0.00126502 -0.00181338 -0.00236723 0.000234194 0.00030016 0.000370534 0.000466885 0.000342429 0.000459353
internal_weight=0 10.2804 10.1684 10.0854 9.9102 9.78985 0.506476 9.28338 9.19283 9.01401 0.241465 8.77254 8.6058 8.38657 8.19144 0.236572 7.95487 7.75012 7.60308 7.47367 6.80433 0.669335 0.583677 0.522981 6.60403 6.46221 6.28956 6.0068 5.58312 5.24178
internal_count=3910 3814 3783 3667 3429 3399 162 3237 3220 3189 576 2613 2549 2499 2463 146 2317 2076 2042 2028 1638 390 381 372 1525 1502 1284 1110 1030 978
is_linear=0
shrinkage=0.00335062


Tree=489
num_leaves=31
num_cat=0
split_feature=151 4 11 150 1211 12 480 3 15 0 3 15 151 402 12 43 13 133 4 160 0 16 52 403 48 147 52 1 52 159
split_gain=0.0773588 0.103177 0.154748 0.107693 0.0986912 0.0968917 0.0940836 0.0919013 0.165705 0.137793 0.123223 0.203878 0.168709 0.168018 0.134214 0.13005 0.140226 0.125014 0.116824 0.111569 0.110924 0.143385 0.108302 0.105269 0.103626 0.118327 0.141084 0.0968058 0.177496 0.134111
threshold=-0.52174999999999983 0.27020000000000005 0.08184000000000001 0.081245000000000026 1.0000000180025095e-35 -0.036459999999999992 0.08456000000000001 -0.10315499999999998 0.079360000000000014 0.039665000000000006 -0.078884999999999997 0.082225000000000006 -0.095804999999999987 1.0000000180025095e-35 0.086865000000000012 -0.074254999999999988 0.28269500000000009 0.092000000000000012 -0.48072499999999996 -0.082969999999999988 -0.10303999999999998 0.0015250000000000001 0.091715000000000005 -1.0000000180025095e-35 -0.09386499999999999 0.088035000000000016 -0.092854999999999979 0.14000500000000002 0.11401500000000002 0.10497500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -3 7 8 18 -10 11 14 -12 22 20 16 17 19 -2 -14 -9 -22 23 -13 -17 26 -26 28 -28 -30
right_child=1 3 -4 -5 -6 -7 -8 10 9 -11 12 13 15 -15 -16 24 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0027654033519926725 -0.00045116661203593362 0.002697087392479459 -0.002604647166473881 0.0031754402251621817 -0.0031629087673510749 -1.0974221998041009e-05 -0.0031635052409498708 0.0022662396147649687 -0.0020889911517125259 0.0026483810577283169 0.0022118180261669865 -0.0031558891894968755 -0.0017430825612079503 -0.0031773102761065894 -0.0030352174553069243 -0.003210887432572022 -0.0018268372327971787 -0.0023734174769235441 0.0020648641889494342 0.0022002209530442409 -0.003172982791796427 0.0016105278714274231 -0.0018803341427181741 0.0016186140602661814 -0.0020493329956285632 0.0030509296222659731 5.3234286310439311e-05 0.0024657936049161133 -0.0030032681905127648 0.0028428410631046136
leaf_weight=0.10427861595235377 0.24535172624018742 0.1585160960603389 0.2478208634565825 0.17113259794132318 0.10186545867145547 0.76763776791631133 0.094864748287364686 0.10214481530420016 0.28369771266443422 0.077800168306566775 0.34902448588400137 0.049716266006720522 0.07925055513260304 0.12745833335793577 0.4943127290589473 0.11924578557955134 0.15441269887378439 0.078119835012330441 0.72817650862998007 0.71584521128170286 0.18629843453163075 0.093632814430748112 0.1317868660808017 0.6017245144139507 0.41648254500250992 0.10654406962566998 2.8085268924514866 0.13984166888985772 0.31911811410463986 0.044458317934186198
leaf_count=65 16 183 157 100 219 172 246 10 102 6 54 271 50 164 379 20 22 46 109 196 203 59 128 122 175 29 395 21 186 5
internal_value=0 -3.51703e-05 -0.000147687 0.00087719 -7.72933e-05 0.000452525 -4.05217e-05 -5.47352e-06 0.000753763 -0.00106943 -0.000147874 -0.000864487 9.23567e-05 0.000180394 -0.00195026 -5.61312e-05 0.000943317 0.00143317 0.00143077 0.00180718 -0.00054659 -0.00157297 0.00072681 0.00125424 -0.000315869 -0.000225851 -0.000319489 -0.000101958 -0.000215157 -0.0022884
internal_weight=0 9.99481 8.89752 1.09729 8.6497 0.926154 8.54784 8.45297 1.33503 0.361498 7.11794 1.78707 5.33087 0.910686 0.876389 4.98185 1.02763 0.873216 0.973528 0.795096 0.382076 0.279931 0.783228 0.651441 3.95422 3.83497 3.72843 3.31194 3.1721 0.363576
internal_count=3910 3845 3390 455 3233 355 3014 2768 233 108 2535 1336 1199 685 651 1145 314 292 125 246 272 262 521 393 831 811 782 607 586 191
is_linear=0
shrinkage=0.00315347


Tree=490
num_leaves=31
num_cat=0
split_feature=1 4 2 15 47 1373 4 50 1375 402 4 43 2 2 4 128 0 4 403 52 14 149 159 2 156 1 151 4 48 3
split_gain=0.423244 0.392103 0.391439 0.361078 0.407164 0.39778 0.386381 0.380727 0.353587 0.347142 0.317369 0.400887 0.316687 0.353822 0.315994 0.334351 0.299744 0.547327 0.342246 0.272834 0.267108 0.278231 0.264433 0.250622 0.221121 0.25951 0.379786 0.288054 0.444342 0.261566
threshold=0.085990000000000011 -0.15333499999999997 0.14808000000000002 0.090505000000000016 0.081320000000000017 0.09586500000000002 0.22584000000000001 0.11843500000000001 -0.45817499999999994 1.0000000180025095e-35 -0.49837999999999999 -0.46376499999999993 0.10393500000000001 0.10325000000000002 -0.44477499999999992 0.086435000000000012 -0.084074999999999997 -0.00027999999999999998 -1.0000000180025095e-35 0.10218500000000001 0.073890000000000011 0.089830000000000007 0.083280000000000007 0.092865000000000017 0.11896500000000002 0.10004000000000002 -0.29526499999999994 0.0057500000000000008 0.087945000000000009 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 7 -5 8 -2 12 11 -1 13 16 -10 20 17 -3 -18 -20 21 24 23 -19 25 27 -27 28 29 -16
right_child=2 9 -4 6 -6 -7 -8 -9 14 -11 -12 -13 -14 -15 15 -17 18 22 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00082364807905035747 -0.00069158907022416746 -0.0011665499109345544 0.0011370150178590069 -0.001155934042081558 -0.00024618311218658291 -0.0013726643659852083 0.00069902471132253529 -0.0012464668370749798 -0.0011288771666470806 -0.0013903228656297034 0.00051177632160277981 -0.00099051731513799578 -0.0011722710761969887 0.0012874568089553812 0.00026086711257488802 -0.0011910112655798451 -0.0013964339072563355 0.00031587724875744753 0.00039137865131790614 -0.0013879879849338266 -0.00069405300752858965 -0.00097945370396496242 -0.0013947953632854418 -0.0010889557474875913 -0.00077260504044027233 -0.00084807169606688246 0.0012999031657208323 0.0014030298940888189 -0.0011880881411455327 0.0013755776850837753
leaf_weight=0.33347146678715944 0.50556683714966855 1.6370582175732122 0.63109499018173743 0.88228068375610813 4.165228519908851 0.26280588656663884 0.28150780242867768 0.27156131647643622 0.21689489016716557 0.68105658069543995 1.7499025145079938 0.75702472828561462 0.80989811572362658 0.26995814598922141 1.5405161714006701 0.19951051854877722 0.27375238227250553 1.5057058880338448 1.9432822768867506 0.17884646306629282 0.27869291516253714 0.18387806040118437 0.26088072056882072 0.28741982943029132 0.17664456990314636 0.16880214028060292 2.1367807413334976 0.57512608275283117 0.32277193432673801 0.5404119468294083
leaf_count=9 9 613 140 289 368 15 8 30 106 367 91 66 268 13 155 56 212 136 221 96 17 31 52 65 9 15 378 32 24 19
internal_value=0 -0.000290906 7.72757e-05 2.46518e-05 9.84286e-05 0.000292926 -0.00070724 0.000354429 0.000417936 -0.000449761 0.000147999 -0.000435749 -0.00036038 -0.000256941 0.000506412 0.000564337 -0.000325436 -0.000571909 5.42787e-05 0.000241419 0.000623458 0.000688505 -9.79765e-05 9.06968e-05 0.000744666 0.000795385 0.00114264 0.000526612 0.000316914 0.000550355
internal_weight=0 10.6883 13.3401 12.709 11.5452 7.37996 1.16379 7.11716 6.8456 7.84786 2.8404 1.0905 7.1668 6.3569 6.34003 6.12314 6.08695 3.69106 2.39588 2.12213 5.92362 5.64493 2.05401 1.79313 5.46105 5.28441 2.30558 2.97883 2.4037 2.08093
internal_count=3910 2209 1701 1561 1264 896 297 881 851 2043 166 75 1676 1408 842 736 1395 866 529 317 680 663 253 201 632 623 393 230 198 174
is_linear=0
shrinkage=0.0013786


Tree=491
num_leaves=31
num_cat=0
split_feature=45 1374 482 457 31 8 456 150 1 14 1375 150 1 151 2 16 453 0 3 48 44 1447 0 43 0 2 3 4 475 0
split_gain=0.0775033 0.0863396 0.0822848 0.0867769 0.0859967 0.089543 0.0838841 0.0932891 0.158004 0.131776 0.115694 0.101069 0.105458 0.174523 0.211964 0.16641 0.193238 0.162402 0.161676 0.147338 0.146569 0.119113 0.117886 0.115858 0.115852 0.118453 0.109173 0.128787 0.172624 0.157511
threshold=-1.0000000180025095e-35 0.09309000000000002 0.099580000000000016 -0.23052999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.030409999999999996 0.11717500000000002 0.11215000000000001 0.077685000000000018 0.085270000000000012 0.11656000000000001 1.0000000180025095e-35 0.056555000000000001 1.0000000180025095e-35 0.081265000000000018 0.10097500000000002 -0.084794999999999995 -0.083604999999999985 0.086065000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -0.074249999999999997 -0.18906999999999999 -0.083424999999999985 0.086875000000000022 -0.08348499999999999 0.018480000000000003 -0.083684999999999982 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 9 -9 10 11 12 17 14 -14 16 20 18 -8 24 21 -16 -22 -17 -19 -26 -20 28 -28 -29
right_child=1 -3 -4 4 5 6 7 8 -10 -11 -12 -13 13 -15 15 23 -18 19 26 -21 22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0032617468754741284 0.0024515158806670285 -0.0026850732459868711 -0.0031791866744512089 0.0032952789407793559 -0.0033218727598591201 -0.0030135148041162403 -0.0032741254379268 0.0027546757944181591 -0.0018115155001523059 -0.0029364840231073065 -0.0028502086848472556 -0.0030308236034277299 -0.00032464989575106305 -0.0017736039175533082 -0.00076211057108483435 0.0033020654365345987 -0.0025660044824969176 0.0018328685062908136 0.0033653913791711369 0.0020507995503534484 -0.0028604806303922808 0.0021708826492433959 0.0019236808068764941 -0.0019377057902340319 -0.0032877631791892563 -0.00024197128905092933 0.0030478022111762558 -0.0032957495337092458 -0.0033004185405996469 0.00088780943389629469
leaf_weight=0.073233544266257833 0.14675725765118564 0.13288355460827084 0.087771519607486748 0.07960983082738593 0.089392575304363286 0.10008461597498097 0.32012935587863456 0.29095398372737769 0.10986171917465981 0.16871886975059247 0.15165766619611609 0.11361639042297689 1.7585887062487016 0.36964975827140722 0.15846297785174224 0.053295225137844682 0.12052054808009405 0.25596735335965437 0.067157735786167794 0.36420509820527502 0.12859271129127592 1.8111883925084837 0.093695228977594414 0.26633614173988451 0.14739084557190274 1.5214392640755248 0.052478925717878044 0.11890345090068877 0.3196388615524377 0.46541597424766223
leaf_count=31 29 58 128 110 8 34 359 57 26 112 68 7 726 45 28 13 21 104 3 90 38 347 15 195 125 672 25 43 288 105
internal_value=0 -8.78629e-05 -5.2398e-05 -2.39397e-05 -6.21932e-05 -9.05757e-05 -5.96092e-05 -2.75714e-05 0.0015031 -9.70758e-05 -4.17462e-05 8.32329e-06 4.94641e-05 0.000367122 0.000547349 0.00112996 0.00143322 -0.000366796 -0.00126202 0.000158731 0.00165311 0.00193492 -0.000843938 -0.00106403 -0.000199281 -0.000510975 -0.000632731 -0.000913465 -0.00240514 3.64949e-05
internal_weight=0 9.86436 9.73148 9.64371 9.49695 9.41734 9.32795 9.22787 0.400816 8.82705 8.65833 8.50667 8.39306 4.76033 4.39068 2.63209 2.31246 3.63273 1.34372 2.289 2.19194 1.96965 0.222288 0.319631 1.9248 1.66883 1.02359 0.956437 0.372118 0.584319
internal_count=3910 3879 3821 3693 3664 3554 3546 3512 83 3429 3317 3249 3242 1428 1383 657 449 1814 823 991 428 375 53 208 901 797 464 461 313 148
is_linear=0
shrinkage=0.00324402


Tree=492
num_leaves=31
num_cat=0
split_feature=1 150 484 403 51 0 4 13 4 3 13 48 42 160 47 16 15 4 52 16 48 1375 0 3 2 52 133 16 52 133
split_gain=0.379784 0.408867 0.371944 0.271626 0.281696 0.428308 0.393303 0.279499 0.267979 0.247524 0.23563 0.256296 0.295047 0.26788 0.265344 0.247468 0.246598 0.230067 0.522624 0.235104 0.22753 0.226949 0.22338 0.21598 0.232058 0.211878 0.210706 0.393936 0.20518 0.20426
threshold=0.094385000000000011 0.077110000000000012 -0.0043499999999999988 -1.0000000180025095e-35 0.08955500000000001 -0.23029999999999998 -0.076329999999999995 -0.10939499999999998 0.51224500000000017 -0.16059999999999997 -0.098524999999999988 0.084260000000000015 0.085195000000000007 0.085865000000000011 0.09550500000000002 -0.50763499999999995 -1.0000000180025095e-35 -0.49269499999999994 0.10433000000000002 -0.008069999999999999 0.085760000000000017 -0.43271999999999994 -0.11524 -0.069909999999999986 -0.013084999999999998 -0.42985499999999993 0.083815000000000014 -0.088144999999999987 -0.40891499999999997 -0.39018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 7 5 -5 17 -4 25 -8 15 14 20 28 16 -11 -12 18 -7 26 -13 -3 -17 -18 -25 -2 27 -19 -14 -27
right_child=1 21 3 4 -6 6 9 -9 -10 10 11 12 13 -15 -16 22 23 19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.0013549027260479824 -0.0014637916081734045 -0.00050756154725842577 0.00060344200093180708 0.0010678547780472443 -0.00093087146084595851 -0.0012774715900779636 0.0011515298749056081 -0.0011936113834704932 0.0012903299962439495 0.0013993624966210719 -0.0014875470484576603 0.00049483704373271746 0.000728277176440977 0.0014978444954002585 0.00074814078744828334 -0.0013037439485979673 -0.0011295024188244334 0.00023394795185328974 0.00088739328992880448 0.00092475014894684683 -0.0014326054682469477 0.00095415568115311486 0.00030423174015372495 -0.0014705703198014041 0.00071993855321229806 -0.0014908631123173235 0.00081656604616289134 -0.0014856733231531753 -0.0013520945474452776 2.9723689610632179e-05
leaf_weight=0.59269091324676892 0.22364733561698802 0.26046819682233024 0.22847305210598279 0.69473025680053702 0.80651967592712104 0.59110204712487746 0.21256856480612984 0.93767747232777654 0.32265294193348371 0.25626656471285969 1.2059929658425939 0.18639240832999326 0.20844737609149888 0.32759253797121346 0.19323300247197028 0.27755313052330166 0.61556229257257655 1.1743487573839959 0.39479652151931077 1.1469104731222572 0.42971107603807468 1.6777185393730176 0.54049962179851341 0.13955983752384782 0.38821147094133202 0.19378553700516921 0.63508945936337102 0.37245494022499759 0.19455236016074196 5.7949486089200928
leaf_count=484 139 6 22 25 157 50 15 761 156 11 401 6 19 9 35 24 153 123 9 65 61 266 35 17 52 30 49 94 38 598
internal_value=0 0.000170053 -0.000227895 -0.000172955 -0.000102026 -3.6396e-05 -0.000117227 -0.000841531 -4.23942e-06 -0.00038801 -0.000453942 -0.000620778 -0.000106881 0.000519355 -0.00089297 0.000150038 -0.00102795 0.000207618 -0.000410566 0.000390707 -0.000849488 0.000757719 -0.00024133 -0.000543169 0.000140697 -7.14756e-05 0.000109988 -0.00018012 -0.000276044 -1.948e-05
internal_weight=0 8.47322 12.7509 12.1582 10.9921 10.1856 9.49085 1.16615 6.53503 5.17614 4.96357 3.88926 1.3467 0.730592 2.54256 1.07432 2.34933 4.3147 0.985899 3.3288 0.616103 1.93819 0.818053 1.14333 0.527771 6.21238 2.18189 1.5468 0.403 5.98873
internal_count=3910 1195 2715 2231 1448 1291 1266 783 923 876 861 791 133 66 658 70 623 390 59 331 67 272 59 222 69 767 266 217 57 628
is_linear=0
shrinkage=0.00145693


Tree=493
num_leaves=31
num_cat=0
split_feature=1 52 0 3 2 150 15 14 42 43 4 51 157 1373 1374 1186 43 1212 133 160 160 403 160 3 3 15 2 133 47 11
split_gain=0.707963 0.493277 0.471157 0.495035 0.444401 0.429455 0.367173 0.384266 0.304855 0.439718 0.432473 0.288754 0.269044 0.262745 0.334172 0.254306 0.657338 0.279715 0.472798 0.338944 0.297762 0.308278 0.297456 0.246804 0.313433 0.481551 0.318322 0.730558 0.260637 0.237606
threshold=0.094385000000000011 -0.42985499999999993 -0.060094999999999989 0.084925000000000014 0.085805000000000006 0.075065000000000007 -0.24219999999999997 -0.46879999999999994 0.092635000000000009 -0.46376499999999993 -0.51381999999999983 0.11583000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 0.085080000000000003 0.0016850000000000001 -0.5172699999999999 -0.0056849999999999991 -1.0000000180025095e-35 0.099550000000000013 -1.0000000180025095e-35 0.092810000000000017 -0.13927999999999999 -0.091594999999999982 0.083935000000000023 0.086545000000000025 0.086975000000000011 0.094160000000000008 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 -5 6 7 -3 10 -10 -4 -9 -12 -7 -15 17 -17 -1 -19 -20 21 -21 23 -23 -25 26 28 -28 -26 -8
right_child=1 5 8 4 -6 13 29 11 9 -11 12 -13 -14 14 -16 16 -18 18 19 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0010305716892955671 -0.0013819745070703128 -0.00040319658017096182 -0.00081817240152786178 0.0012729977422051796 -0.00015450111853704268 -0.00029569314144973786 -1.2048645560620806e-05 0.0012411690245101832 0.0011745251389158162 -0.0012046616549687588 -0.00046604400081812046 -0.00060123257871706976 0.00072105927529230514 0.0010920429769527451 -0.0010090350838116867 -0.0013926333107438917 0.0013267293440490592 -0.0012642276803788927 -0.0011165539928842327 -0.0013776507644709998 -0.0013860353245376594 0.00088216748092664952 0.0012545699499880312 -0.0014045226897934375 -0.0012991686162352684 0.00075076786977422893 0.00076107637781709485 -0.0013866439423439569 0.00011381354836083966 -0.001139638827212977
leaf_weight=0.18914593406952995 0.36731049604713817 0.51122738112462673 0.52936520753428373 0.49997336533851866 2.3106199008179829 0.38875651080161366 5.7118437087046905 1.1838460181897961 0.19320855545811355 0.6044545154145452 0.42585725156823251 0.1854444455821066 2.3209085291600808 1.9064949299208822 0.15421253163367499 0.27901675159228112 0.41931209620088339 1.8853028749872462 1.2925175659765953 0.40735105497878876 0.46280627651140083 0.35080329014454026 0.27443076809868205 0.44485402025748033 0.97896160348318539 0.80277603867580172 0.85654750178218797 0.45818096393486485 0.32864545946358703 0.3753613393055274
leaf_count=28 144 53 47 20 83 12 472 223 5 85 56 9 102 246 12 57 11 750 606 354 166 27 7 53 77 50 40 66 25 24
internal_value=0 0.000181644 -0.000271691 -0.000406277 9.94351e-05 0.000236777 8.22238e-05 0.000612455 0.000132726 -0.000628379 0.000318037 0.000991651 0.000537011 0.000739515 0.000934809 -0.000556994 0.00024021 -0.000620747 -0.000657307 -0.000485446 -0.000333411 -0.000234042 -0.00013041 -0.00022046 -0.00032041 -0.000179606 -0.000464421 1.2599e-05 -0.000944039 -8.15804e-05
internal_weight=0 10.7845 16.315 12.2412 2.81059 10.4172 7.96772 1.88052 4.07379 0.797663 3.27613 1.36929 2.74677 2.44946 2.06071 9.43065 0.698329 8.73232 8.54318 6.65787 5.36536 4.90255 4.4952 4.22077 3.86997 3.42511 2.62234 1.31473 1.30761 6.08721
internal_count=3910 1195 2715 2420 103 1051 781 285 295 90 205 232 158 270 258 2317 68 2249 2221 1471 865 699 345 338 311 258 208 106 102 496
is_linear=0
shrinkage=0.00137286


Tree=494
num_leaves=31
num_cat=0
split_feature=1 47 40 0 4 52 2 16 42 50 48 148 52 0 1374 4 15 1429 1186 43 133 1212 12 49 474 157 52 52 123 49
split_gain=0.501967 0.392633 0.358658 0.319891 0.379509 0.349746 0.299818 0.325592 0.324508 0.394365 0.398456 0.31234 0.305495 0.260586 0.269545 0.247257 0.235398 0.247611 0.222721 0.540044 0.203527 0.199603 0.191482 0.19015 0.181357 0.179156 0.186706 0.372761 0.244095 0.22244
threshold=0.10113500000000002 0.087850000000000025 -0.078179999999999986 0.039665000000000006 -0.49837999999999999 0.10433000000000002 0.14808000000000002 0.050115000000000007 -0.097204999999999986 0.11551000000000002 0.12862000000000004 -0.07990499999999999 0.12539500000000003 -0.23029999999999998 -0.094679999999999986 0.39574000000000004 0.024640000000000006 -1.0000000180025095e-35 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -0.5172699999999999 0.086305000000000007 -0.073619999999999977 0.087950000000000014 -0.084354999999999986 0.16064500000000001 0.14114500000000005 1.0000000180025095e-35 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 5 -5 7 8 -4 10 11 -10 -13 14 -1 18 17 -9 20 -20 21 -15 -6 -16 -23 -22 27 28 29 -27
right_child=1 -3 6 4 22 -7 -8 16 9 -11 -12 12 -14 15 23 -17 -18 -19 19 -21 25 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00056632959775047072 0.0010610432995476371 -0.00043212599901213354 -0.0010693170510519829 -0.0010864902152594913 0.00078303254400647856 0.0002111103821983067 0.001166448143625894 -0.0012627232976140923 -0.00067430515192764553 -0.0010078290704466086 -0.00070111325583944626 0.0010278591332237139 -1.8965980879074238e-05 0.0004982299896321387 -0.00036783560095580563 0.00090935054438467629 -0.0010861079996496944 0.00045289040913096154 -0.0011048035282155365 0.00098964307059269587 -0.0011835303580634941 -0.0010824520613117576 -5.0556566910937955e-05 0.00063045670473706216 0.00073622429285954776 -0.00099609517053107018 -0.0010837741341016957 0.0010942094509110703 0.00040384236385994983 -0.00047911289909265001
leaf_weight=1.0747666414827111 0.45027563083567645 3.2939725302276202 0.2825788075570016 0.72824002083507389 0.59914239624049404 0.44305321970023215 0.26695212110644195 0.15776820582686923 0.23426181063405405 0.30547271412797261 0.38223103759810317 1.3322162668046056 0.51170106173958618 0.12066415220033411 0.40904515516012907 0.14407381851924661 0.63068547792499885 0.38094367054873124 0.29743739648256529 0.36191392410546541 0.59535419236635512 2.1847088088106825 0.93688578606816009 0.66340713412501162 0.075217300123767816 1.3134644136298401 0.75027549400692883 0.19377892196644175 0.36254981812089759 6.911312691285274
leaf_count=13 163 249 9 74 47 17 76 42 22 33 10 226 29 26 17 17 40 88 60 11 199 786 43 45 13 62 265 11 37 1180
internal_value=0 -0.000124231 8.12766e-05 -0.000467073 -0.000101913 -0.00059566 -1.70921e-05 -9.19994e-05 0.000106166 0.000226261 0.000379479 0.000578228 0.000737357 -0.000531027 -0.000158756 -0.00059108 -0.000608591 -4.95476e-05 -0.000607498 4.48255e-05 -0.000641886 -0.00094487 0.000274593 0.000249697 -0.00102192 -0.000570661 -0.00053238 -0.000485268 -0.00052091 -0.000561673
internal_weight=0 8.22906 4.93509 18.1653 2.70732 1.17129 4.48481 4.21786 3.04846 2.76588 2.46041 2.07818 1.84392 15.458 2.14722 13.3108 1.1694 0.538712 13.1667 0.659351 12.5073 2.38059 1.53603 1.07245 2.25993 10.1267 9.53138 8.78111 8.58733 8.22478
internal_count=3910 987 738 2923 181 91 575 499 329 320 287 277 255 2742 75 2667 170 130 2650 71 2579 825 90 62 799 1754 1555 1290 1279 1242
is_linear=0
shrinkage=0.00115159


Tree=495
num_leaves=31
num_cat=0
split_feature=1 47 484 52 42 51 0 52 0 15 474 42 15 403 1 4 4 13 150 15 49 1374 150 3 15 4 133 48 15 0
split_gain=0.531203 0.358835 0.329053 0.3252 0.323285 0.328864 0.311533 0.376887 0.335978 0.401981 0.364037 0.289682 0.307132 0.409059 0.323237 0.262985 0.260462 0.301889 0.266214 0.560528 0.256523 0.278747 0.537066 0.251376 0.248308 0.280086 0.258687 0.245565 0.331865 0.335211
threshold=0.10113500000000002 0.087850000000000025 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.10748999999999999 -0.070894999999999986 0.11401500000000002 -0.10071499999999999 0.15086500000000003 0.084655000000000022 -0.087904999999999983 0.085120000000000015 0.03138500000000001 1.0000000180025095e-35 -0.49837999999999999 -0.076329999999999995 -0.16277999999999995 0.084800000000000014 -0.087994999999999976 -0.088329999999999978 -0.094679999999999986 0.083205000000000015 0.10223 0.090505000000000016 -0.078484999999999985 0.083815000000000014 0.12862000000000004 0.035895000000000003 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 23 4 11 -6 8 15 10 16 20 12 14 -14 -4 -8 24 -18 -19 -20 -7 -22 -23 -1 25 26 -10 28 -2 -30
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 18 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0013628185160476306 0.00075508329376230542 -0.00019289087486925026 -0.0011437065151812913 -0.001128653448050632 -0.0013559825186440957 -0.00093724936001391866 -0.00030219788944330751 -0.00084125218440488331 -0.0009283443081476954 0.0011432434434584609 0.0012143524718585806 -0.0012191255096006767 -0.00098586338191357999 0.00125809028065269 0.00052510369680783427 0.0007216654272412771 0.0014306906822492962 -0.0013589119637372699 0.0010718733451771584 -0.0012900191236541174 -0.00055995396576231839 -6.8332826205827572e-05 0.0012155409207652102 0.00065940610567790856 -0.0013614074968599553 0.0013187351252409594 0.00097222491977359902 -0.0003518059112469689 0.00065241332957904669 -0.0009738511093660096
leaf_weight=0.72524068259372754 3.1050438801466944 2.7292171757144388 0.79832519145566061 0.64768345280026629 0.34552879608236331 0.52243992756120849 0.57099884713534343 0.42962719971546892 0.38792698629549704 0.25666564237326372 0.45373718312475819 0.86868297342153056 0.22704250742390275 0.41831668827217072 0.2854403063247446 2.2268249203188946 0.097952067852021041 1.2959245812817255 0.30105813685804605 0.46037412632722396 0.98110508546233166 2.2806762570689894 0.79634869238361705 0.13155721873044968 0.21673207744606771 0.29392218892462574 0.19492577243363485 0.64153469167649735 0.45632042770739645 0.46215236964053463
leaf_count=499 623 249 192 301 117 27 35 28 153 6 24 450 113 26 41 175 2 284 14 103 16 119 35 11 92 21 39 41 23 51
internal_value=0 0.000194755 -0.000240548 -0.000195262 -0.000154166 -6.17627e-05 -2.37597e-05 0.000332474 -0.000158391 -0.000478321 6.43815e-05 -0.000585013 -0.000266445 0.00046865 -0.000704178 0.000512708 -0.000606429 -0.00087788 -0.000987793 -0.000356165 -4.95311e-05 6.47529e-05 0.00026394 -0.00105232 -7.13971e-05 0.000247484 -0.000292729 0.000421542 0.000544849 -0.000165882
internal_weight=0 7.39427 16.2151 15.3583 14.7106 12.1128 11.7672 3.22745 8.53979 3.50548 5.03431 2.59781 1.72912 0.645359 1.08377 2.79782 3.24882 2.15531 2.05736 0.761432 4.58057 4.05813 3.07702 0.856798 1.09351 0.876775 0.582853 4.66505 4.02352 0.918473
internal_count=3910 987 2923 2413 2112 1290 1173 238 935 714 221 822 372 139 233 210 708 403 401 117 197 170 154 510 305 213 192 738 697 74
is_linear=0
shrinkage=0.00134594


Tree=496
num_leaves=31
num_cat=0
split_feature=1 47 42 13 51 3 42 132 124 50 39 393 401 41 16 43 4 3 13 52 1186 43 48 151 39 42 42 0 13 13
split_gain=0.0875004 0.107613 0.107513 0.103887 0.117698 0.188089 0.101989 0.101552 0.101074 0.122281 0.104839 0.103399 0.0912043 0.089786 0.12431 0.093744 0.227656 0.145828 0.101649 0.187271 0.115607 0.141591 0.11979 0.100314 0.0979115 0.131745 0.111519 0.107024 0.146956 0.127329
threshold=0.12811000000000003 0.11764000000000001 -0.11403999999999999 -0.052124999999999998 -0.40274499999999996 0.11265500000000002 -0.10298999999999998 0.080815000000000012 0.11158000000000001 0.11812000000000002 -1.0000000180025095e-35 0.087895000000000015 0.10072000000000002 0.078610000000000013 -0.53257999999999994 -0.50749999999999995 -0.49837999999999999 -0.15327499999999997 -0.094679999999999986 0.11588000000000002 0.085080000000000003 1.0000000180025095e-35 -0.36174999999999996 -0.083274999999999988 0.005105000000000001 -1.0000000180025095e-35 0.09901500000000002 -0.017269999999999997 -0.084184999999999996 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -5 -6 -4 -1 9 10 -8 12 13 15 -15 -12 -17 -18 19 23 21 24 -23 -19 26 -26 27 28 -20 -30
right_child=3 -3 6 4 5 -7 8 -9 -10 -11 11 -13 -14 14 -16 16 17 18 20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0027644011008553251 0.0021951715320226188 -0.0018860991849718332 0.0021862889547868847 -0.0029028804401310085 0.0025246109884632111 -0.00090994912920191605 -0.0018262185161552352 0.0018211382695812455 0.0029568589459798827 -0.0027279960236342316 0.0020933194815803639 -0.0020012068730810308 -0.002887366030046076 0.0014784755459661891 -0.0024188718303425811 -0.0027216949323622753 0.0020063647054372855 -0.0011283410167991178 -0.0022350288464680263 -0.0017528801289494265 0.001933760867983433 0.0029996037932909481 -0.0022748438986223509 0.001572668809884406 -0.0020831434284981762 0.0021249509093724185 -0.0029303804034646139 0.0023347990596947641 0.0018934245539011403 -0.00017310367700488328
leaf_weight=0.21476564129625053 0.2908695252990583 0.28855053217557802 0.16594296367474903 0.091366439941339195 0.23927738543716337 0.29415436705312459 0.27425255101115276 0.049103016033768654 0.089146185633581676 0.14646519927737323 0.19663995103473375 0.21189026210049622 0.087404889163735677 0.092685085735865869 0.25147896720227425 0.23228165725594596 0.34152290014753095 0.12867425944568811 0.26773836590290834 0.20166376592533186 0.22305452026557748 0.039307210594415665 0.38110914015669539 0.98332595564351599 0.076052938242355594 0.32319804659346107 0.11741407878798771 0.1456601764948936 0.26494571441252768 3.5885278141813659
leaf_count=174 178 106 36 20 94 46 43 20 16 178 20 123 165 28 98 145 98 24 408 45 44 1 337 151 25 143 121 24 58 941
internal_value=0 -0.00015657 -0.000101694 0.000775062 0.000113942 0.000630665 -4.76256e-05 -0.00191108 -9.041e-05 -0.000122088 -7.68064e-05 -1.79706e-05 3.4937e-05 6.74531e-05 -0.0013693 0.000133286 8.0593e-05 0.000172502 7.95879e-05 0.00079759 -9.4212e-05 -0.000181136 -0.0017817 0.00126012 -4.04649e-05 0.00132336 -0.00016466 -8.85539e-05 -0.000174205 -3.10195e-05
internal_weight=0 9.3828 9.09425 0.915668 0.624798 0.533432 8.83038 0.263869 8.66444 8.57529 8.42883 8.15458 7.94269 7.85528 0.344164 7.51112 7.31448 7.08219 6.74067 1.31366 5.42701 5.20395 0.420416 1.112 4.78354 0.399251 4.38429 4.26687 4.12121 3.85347
internal_count=3910 3572 3466 338 160 140 3272 194 3236 3220 3042 2999 2876 2711 126 2585 2565 2420 2322 220 2102 2058 338 175 1720 168 1552 1431 1407 999
is_linear=0
shrinkage=0.00287666


Tree=497
num_leaves=31
num_cat=0
split_feature=1425 15 50 15 3 483 2 11 39 42 156 42 128 394 43 4 481 3 13 133 403 39 394 159 0 0 13 3 151 15
split_gain=0.0833796 0.12499 0.141533 0.128954 0.114464 0.127215 0.113596 0.0914456 0.0884286 0.107076 0.100508 0.0948881 0.0975676 0.0925223 0.0918638 0.201792 0.118354 0.115121 0.0972134 0.120283 0.111131 0.12433 0.125088 0.110623 0.12169 0.137588 0.159326 0.116366 0.133197 0.153769
threshold=1.0000000180025095e-35 -0.24219999999999997 0.11843500000000001 -0.19153499999999998 0.31335500000000011 0.088030000000000011 -0.13811499999999996 0.087830000000000005 0.16168500000000002 -0.11403999999999999 0.10477500000000002 -0.10298999999999998 0.086435000000000012 -0.08786999999999999 -0.50749999999999995 -0.51381999999999983 -0.0079799999999999992 -0.15653499999999998 -0.094679999999999986 -0.10870499999999998 -0.088854999999999976 0.005105000000000001 -0.082514999999999991 0.094195000000000015 0.14676000000000003 -0.017269999999999997 -0.086679999999999993 -0.08824499999999999 0.056555000000000001 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 8 9 -8 11 -11 13 -13 -15 -16 -17 -18 -19 -20 -21 22 -22 24 25 26 -24 -28 -29 -30
right_child=-2 3 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 14 15 16 17 18 19 20 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0023828218209902734 -0.0035502040776708905 -0.0026383065906555249 -0.0018936488069430065 0.0028854272625417955 0.0034483527390185642 -0.0027742644494008865 -0.0023258070359170519 -0.0027259919308904425 0.0029928559587087105 0.0026853316539303131 -0.0034562238678878037 -0.0034550825234471718 -0.0034466879204435906 0.0024061527074547232 -0.003260819449601428 -0.0034598758069076868 0.0023602872131574248 0.00086204115710119481 -0.0034502498513035371 -0.0034469322789988759 0.0028336153082004203 0.0020896718268906093 -0.0034676323386887598 -0.0026352823837332774 -0.0035307527909130159 0.0029249937152231514 -0.0018909795367850193 0.0004655228869019944 -0.0035296666535496097 -9.7822846740547049e-05
leaf_weight=0.45016714997473073 0.081159076153199616 0.23928562215405591 0.11456891996203922 0.15158907811564404 0.10700952395564023 0.20900909585725536 0.24894732928804941 0.15536019134378953 0.11004871083423573 0.15280065110345287 0.10028754973427645 0.090644782314471928 0.098422969414968864 0.18823427644382729 0.22053992113068321 0.11009942129383699 0.26286132741369161 1.3724431885893773 0.12804681185115452 0.11334710042864493 0.16132307937731294 0.3132920846583146 0.1651154005630725 0.21753010206884926 0.12075688544427965 0.17781361896789416 0.36031639858264197 3.0443293625139729 0.22551698377355933 0.48632495441415802
leaf_count=291 94 100 22 48 66 276 179 74 23 33 95 81 118 25 47 245 65 208 178 336 31 126 139 149 13 25 125 634 10 54
internal_value=0 -5.40623e-05 0.00151525 -0.000149038 -8.35248e-05 -0.000125589 -6.25079e-05 -0.000114323 -6.64133e-05 -0.00010669 -3.85711e-05 4.22019e-06 -4.79216e-05 -4.80561e-06 3.59813e-05 -2.36668e-05 7.46814e-05 0.000129116 4.39466e-05 -0.000159689 -8.14543e-05 -9.10149e-06 -0.000141694 -0.000241739 -0.00012806 -3.59184e-05 -0.000158884 -2.61678e-05 0.000152717 -0.00118506
internal_weight=0 9.89603 0.564736 9.3313 9.09201 8.985 8.77599 8.6244 8.46904 8.35899 8.11005 8.00976 7.85696 7.75854 7.66789 7.47966 7.25912 7.14902 6.88616 5.51371 5.38567 5.27232 4.95903 4.7977 4.58017 4.45942 4.2816 4.11649 3.75617 0.711842
internal_count=3910 3816 313 3503 3403 3337 3061 3013 2939 2916 2737 2642 2609 2491 2410 2385 2338 2093 2028 1820 1642 1306 1180 1149 1000 987 962 823 698 64
is_linear=0
shrinkage=0.00343522


Tree=498
num_leaves=31
num_cat=0
split_feature=1 47 484 52 48 50 15 3 14 132 0 11 3 2 1213 15 2 49 0 48 1186 0 124 12 4 3 15 52 13 1374
split_gain=0.374622 0.384761 0.293741 0.317381 0.290122 0.346644 0.367272 0.285732 0.26196 0.261617 0.250768 0.23598 0.376662 0.326327 0.285742 0.294423 0.355639 0.29299 0.320539 0.454929 0.272205 0.258159 0.276501 0.399864 0.282779 0.362307 0.557859 0.263564 0.248324 0.247737
threshold=0.10113500000000002 0.087850000000000025 -0.0043499999999999988 0.18936500000000003 0.12862000000000004 0.11843500000000001 0.035895000000000003 0.10223 0.077685000000000018 -1.0000000180025095e-35 -0.10303999999999998 0.08184000000000001 -0.11266 0.11462500000000002 -1.0000000180025095e-35 -0.0058549999999999991 -0.018734999999999998 -0.085974999999999982 -0.10131499999999999 0.086870000000000017 -1.0000000180025095e-35 -0.082994999999999985 -0.027784999999999997 0.089745000000000005 -0.51381999999999983 0.10666500000000002 0.041585000000000004 0.091715000000000005 0.17936000000000002 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 8 5 6 -2 -1 9 -4 -8 12 28 14 -14 17 -17 -16 29 -20 -18 -22 -23 -24 -25 26 -26 -28 -11 -19
right_child=1 -3 3 -5 -6 -7 10 -9 -10 11 -12 -13 13 -15 15 16 20 18 19 -21 21 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0011850570263097244 0.00076014351940397883 -0.00021196204470326927 -0.00088004571054842563 -0.00097699445397900664 -0.00039678128733119374 -0.0007447628050676465 0.00050015604266606532 0.00066517439039838521 -0.0011886308992134585 0.0007034449976489577 -0.00072529482910247301 -0.0010094115210908018 -0.0010783970716836079 -0.0010285618293192286 -0.0010116695503476455 -0.0011839738064397445 -0.0011843429694457089 -0.00041558769762875525 -0.0010899507942872593 0.00012107539718397506 0.00060472069316677593 0.0012121522998775596 -0.0010171571065084001 -0.0012320965241662894 -0.0012519248747630267 0.0012499894192660183 0.0007530611794720123 -0.0011812224348171918 -0.00025171808640740858 0.00037104457885164279
leaf_weight=0.67006425297586503 2.8596965610340699 2.7158365819195751 0.54310533264651439 0.60049908656219564 0.63244712562300254 0.30535907787270833 0.47473687661113217 0.13823324674740434 0.3007876416086227 1.4228450314840255 0.4433802138082682 0.34285738051403392 0.36789738295191199 0.50547053704212963 0.58260406879707627 0.2525660874089225 0.17682153414352786 0.78877313993871245 0.90573478036095101 0.8038567371404497 2.0697799042100087 0.25262905895942855 0.49110141003622354 0.17713921249378506 0.34893384948372774 0.43011929839849461 0.75116926647024229 0.11100825644098222 0.50679593390668731 1.8132395133143213
leaf_count=499 596 249 313 301 41 34 23 11 68 70 44 38 378 118 57 35 46 16 293 96 138 12 107 7 9 8 128 50 31 94
internal_value=0 0.000139357 -0.000181125 -0.00014292 0.000341689 0.000456072 0.000553135 -0.000868635 -0.000107004 -8.31597e-05 -9.16428e-05 -5.01254e-05 -2.43466e-05 -0.000109333 -6.43241e-05 -2.68498e-05 0.000171299 -0.000231762 -0.000126378 -0.000520521 0.000242482 0.000296951 4.83203e-05 -7.89892e-05 0.000174389 0.000326192 -1.88917e-06 0.000504016 0.000452583 0.000132585
internal_weight=0 7.43146 15.354 14.5457 4.71562 4.08317 3.77781 0.808297 13.9452 13.6444 0.918117 13.1013 12.7585 10.8288 10.3234 9.95548 5.06127 4.89421 4.3116 1.70959 4.8087 4.63188 2.5621 2.30947 1.81837 1.64123 1.21111 0.862178 1.92964 2.60201
internal_count=3910 987 2923 2413 738 697 663 510 2112 2044 67 1731 1693 1592 1474 1096 540 556 499 389 505 459 321 309 202 195 187 178 101 110
is_linear=0
shrinkage=0.00117172


Tree=499
num_leaves=31
num_cat=0
split_feature=1 47 15 1 0 484 44 48 1426 50 0 4 52 3 2 3 1186 43 1374 457 133 160 1212 12 43 0 403 42 42 15
split_gain=0.44033 0.361484 0.397974 0.382687 0.351407 0.344523 0.310876 0.337003 0.353367 0.308184 0.306369 0.398518 0.455114 0.358811 0.435706 0.297296 0.336946 0.500382 0.336396 0.284418 0.277722 0.288158 0.263581 0.258228 0.326927 0.234305 0.229248 0.207782 0.259888 0.261242
threshold=0.094385000000000011 0.09252500000000001 0.035895000000000003 0.11026000000000001 -0.10303999999999998 -0.0043499999999999988 0.086480000000000015 0.12862000000000004 -1.0000000180025095e-35 0.14537000000000003 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 -0.097214999999999982 0.10869000000000002 0.084925000000000014 0.085080000000000003 0.0016850000000000001 -0.094679999999999986 0.53894500000000012 -0.0056849999999999991 -1.0000000180025095e-35 -0.5172699999999999 0.085845000000000019 -0.079109999999999986 -0.23029999999999998 -1.0000000180025095e-35 0.081685000000000021 0.084305000000000005 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 -5 -1 7 8 -2 19 15 12 -12 -13 -15 16 20 -18 -17 23 22 -22 -7 -10 -25 -20 -23 -28 -29 -30
right_child=1 -3 3 4 -6 10 -8 -9 9 -11 11 13 -14 14 -16 18 17 -19 25 -21 21 26 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0011883073936919779 -0.0013890909174995652 -0.00026335755850414862 -0.0010269370872195407 0.0012100947233889892 -0.00052287627385127534 0.00082985016703658978 -0.0011138537946471069 -0.00061687635366357231 0.0011129645555051002 -0.00130112477484725 -0.0011811628114624599 0.00097365323369444444 0.00052821721030529931 0.00052540094700046012 -0.0013291734994973139 -0.00070640342331134006 -0.0012889007656448543 0.0012686600225671773 0.0010320685686352896 -0.0011999038125307716 -0.0010491114073482718 -0.0012805762530116915 -0.0011736915363278638 -0.00075055339109907895 0.00089327454888206675 3.4111982726541337e-05 -0.00047952682794478785 0.0010210398868238854 -0.00043747666439107038 0.0006767201510691753
leaf_weight=0.59708055986266018 0.12760071654338423 2.5301162872347049 0.61526624247198902 0.37369472603313625 0.3891415485413745 0.1162040756898931 0.18336522148456413 0.3473171880468725 2.499593798173009 0.11306714476086188 0.62247845658566825 1.1073144397232684 0.4283789053442888 0.60718588560121389 0.31265092146350071 0.63416240923106704 0.17969231202732761 0.40669925056863576 0.59062348376028251 0.10785543150268484 0.87069183548737594 0.31867312705435047 1.3469715443570729 0.30834755426621996 0.5463671990437432 1.091835013357922 1.7305398435710277 0.41645171301206607 1.1582789254025554 0.48697055382945098
leaf_count=484 36 257 126 18 54 23 13 14 495 11 58 58 19 23 94 11 55 11 27 5 393 360 700 56 110 40 147 23 155 34
internal_value=0 0.000137179 0.00031777 -0.000277996 0.000326064 -0.000241233 0.000511705 0.0005853 0.000698061 0.000772552 -0.000195724 0.000153547 -0.000484339 0.000484221 -0.000104966 -0.000310731 -0.000441389 0.000484928 8.58294e-05 0.000840274 -0.000525672 -0.000382074 -0.00101457 0.000905875 0.000300246 0.000384443 -0.000240795 -0.000153419 0.000120307 -0.00010769
internal_weight=0 8.14173 5.61162 1.3781 0.762836 13.0229 4.23351 4.05015 3.70283 3.57523 12.4258 3.07801 1.05086 2.02715 0.919837 9.34779 7.03117 0.586392 2.31662 3.46216 6.44478 4.98161 1.46318 3.35431 0.854715 1.68246 4.11091 3.79224 2.0617 1.64525
internal_count=3910 1195 938 198 72 2715 740 727 713 677 2231 252 77 175 117 1979 1901 66 78 666 1835 1112 723 661 166 67 719 359 212 189
is_linear=0
shrinkage=0.00127639


Tree=500
num_leaves=31
num_cat=0
split_feature=1 14 52 454 484 3 159 3 2 376 3 1374 16 15 12 48 133 3 1186 47 1 1213 13 12 0 0 160 0 48 51
split_gain=0.0824101 0.109457 0.107233 0.0963491 0.0961864 0.113628 0.103763 0.0968109 0.131982 0.12402 0.122633 0.160615 0.182296 0.149609 0.18984 0.26573 0.106437 0.177496 0.154729 0.172978 0.149434 0.105041 0.102923 0.0963769 0.0955934 0.0944707 0.0900912 0.118515 0.088495 0.124113
threshold=0.10113500000000002 0.077685000000000018 -0.42985499999999993 -1.0000000180025095e-35 -0.0043499999999999988 0.10223 -0.034019999999999988 -0.11266 0.10836000000000003 0.084985000000000019 0.084925000000000014 -0.094679999999999986 0.23932500000000004 0.088190000000000004 0.086935000000000012 0.088875000000000023 0.083815000000000014 -0.084129999999999996 0.085080000000000003 0.09550500000000002 0.094485000000000013 0.045210000000000007 0.17936000000000002 0.086865000000000012 -1.0000000180025095e-35 -0.19631499999999999 0.085545000000000024 -0.070894999999999986 0.12675000000000003 0.12900500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 -6 22 10 -10 13 -12 -13 14 16 -16 18 -18 19 20 25 23 -8 -15 28 -9 27 -17 -4 -30
right_child=2 -3 24 4 6 -7 7 8 9 -11 11 12 -14 21 15 26 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0036912698817920214 -0.0036561585754698238 -0.0036644357703793794 0.00063778604104936106 -0.0036716228996613912 -0.0036602881676032028 0.0022355835637810823 0.0016917296163235921 0.0037621933329776195 -0.0030699317033036121 0.0030890933903247957 -0.00097883152392187842 0.0022841654202018368 -0.0013945436765276048 -0.0024979144565347856 -0.0036969589026264013 -0.0036812938792293794 -0.0036572588036276371 0.0020285540743479637 0.0031903362572012609 0.002516463897764934 0.0024527453178935046 -0.0036525804893282848 -0.0009303593617700543 0.0018238629467902125 0.0031156455365334277 -0.0027078063743265195 0.0037859785828659189 0.0033441738559469403 -0.0028663739209857674 0.00072640437761149323
leaf_weight=0.10621590542359616 0.084370764761843353 0.1269438406707194 2.4258770338601621 0.19912118816864666 0.10706714325715427 0.05511623970232904 0.73777149515808449 0.031180344521999248 0.33983755315239239 0.049677115777740255 0.49220984103158105 0.86690281369374111 0.22490472309073084 0.077040924405082367 0.57406422669555457 0.081027094091041363 0.086817689960298594 0.45029082616383664 0.11211031194761745 0.13467337493784726 0.092474164557643235 0.060825332555396017 0.27147654460713966 0.61020739741798025 0.17530971961605191 0.73869775732237197 0.090413219295442104 0.052428136812523007 0.24945864782785054 0.26065111323259771
leaf_count=54 115 108 646 457 200 10 99 1 205 6 16 57 50 54 470 83 100 71 21 8 12 86 46 376 133 324 3 6 43 50
internal_value=0 -0.000315362 0.000394039 -0.000251359 -0.00019546 -0.002391 -0.000106607 -4.49904e-05 -0.000246498 -0.00228443 -8.03003e-05 0.000747921 0.00152638 -0.000491269 -0.000927338 -0.00238484 -0.000220887 0.0011095 -0.00086514 -0.00132116 -0.00192048 0.000933496 0.000986417 0.00133939 0.00050387 -0.00244577 0.000979802 -0.000921326 0.000347919 -0.00103057
internal_weight=0 6.7695 3.19567 6.64255 6.53634 0.254237 6.2821 6.17503 5.16578 0.389515 4.77627 1.58402 1.09181 3.19225 2.44418 0.797933 1.64624 0.537109 1.10914 0.997026 0.862352 0.748074 1.00925 0.687248 3.1113 0.769878 0.223868 0.133455 2.93599 0.51011
internal_count=3910 2923 987 2815 2761 467 2294 2094 1949 211 1738 123 107 1615 1099 562 537 171 366 345 337 516 145 430 872 325 92 89 739 93
is_linear=0
shrinkage=0.00364098


Tree=501
num_leaves=31
num_cat=0
split_feature=1 47 52 484 48 50 15 0 14 3 16 42 42 393 51 44 474 131 42 2 4 1 16 16 4 4 2 42 402 376
split_gain=0.475336 0.356071 0.311471 0.315143 0.303549 0.304101 0.350199 0.327718 0.29531 0.285315 0.365029 0.291793 0.298891 0.359633 0.28283 0.265708 0.271415 0.261652 0.242346 0.290353 0.2706 0.291517 0.435559 0.35759 0.340198 0.325262 0.234006 0.226245 0.226039 0.222196
threshold=0.10113500000000002 0.087850000000000025 0.18936500000000003 -0.0043499999999999988 0.12862000000000004 0.14061500000000002 0.035895000000000003 -0.10303999999999998 0.077685000000000018 -0.15121499999999996 0.16388500000000003 -1.0000000180025095e-35 -0.087904999999999983 0.085075000000000012 -0.10748999999999999 0.093815000000000023 -1.0000000180025095e-35 0.087705000000000019 0.10269500000000001 0.089710000000000012 -0.082509999999999986 0.085990000000000011 -0.09601999999999998 -0.090809999999999988 -1.0000000180025095e-35 0.0021050000000000005 0.10869000000000002 -0.22309499999999996 -0.46900499999999995 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 15 -8 9 10 -5 12 13 28 -13 16 -2 18 19 20 -16 25 -23 -24 -25 -22 -21 -18 -11 -30
right_child=1 -3 -4 8 -6 -7 7 -9 -10 11 -12 14 -14 -15 17 -17 27 -19 -20 26 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0011682495053486181 -0.00087789739112353643 -0.00021405370953823737 -0.0011820523389163167 0.0012460454795306809 -0.00048246473031205225 -0.0014528323452289633 0.00065172900390454876 -0.0009980537785343115 -0.0014559018260867852 0.0012447068528082781 -0.00048625558439568749 -0.0014404446036597896 -0.0013390893972451707 0.00080776066062398122 0.00064386689869276191 -0.0012531794093952827 -0.000555773116165506 -0.0011070278439004595 -0.00088742025235914691 0.00044201793411747885 -0.0012754181202208519 0.0013947975918718774 -0.0015083244605319029 0.001012901352337233 -0.00057390903612358703 0.00011784688891015372 -0.00048484169392213965 0.0011319758709462371 -0.0011845813692096588 0.0010996457342956933
leaf_weight=0.67049104591569353 0.16028646168706551 3.0206887715612538 0.70842142542824227 0.64844626362900892 0.67597236111760128 0.14973075687885273 0.52210009493865073 0.46389896923210461 0.35253470254247155 0.1067114025063346 0.40201235035783611 0.30541141421416895 0.82506281015229888 0.44505612272769202 0.63926547230220521 0.11798078520223487 0.17229367722757283 0.45101076649734828 0.57955586063326414 3.9684017059043981 1.0568433170556262 0.37170717678964127 0.39060628489824001 0.46642429928760953 0.67385381407802925 0.50526739782071661 0.64620744754211035 2.7221874510287281 0.84240373123611823 0.096868838183581829
leaf_count=451 37 249 360 40 41 16 23 49 68 10 21 109 447 19 54 7 8 70 226 218 306 14 19 64 41 28 44 557 309 5
internal_value=0 0.000172907 -0.000257369 -0.000212018 0.000407414 0.00054703 0.000619032 -0.000124471 -0.000165469 -0.000131573 0.000583091 -0.000192259 -0.000649317 -0.000267633 -8.69743e-05 0.000850092 0.000931324 -4.45741e-05 6.96076e-06 6.64135e-05 -0.000209983 -0.000367526 7.88728e-06 -0.000328862 7.51668e-05 -0.000824764 0.000312225 0.00103151 -0.000725202 -0.000949005
internal_weight=0 8.00514 15.1526 14.4441 4.98445 4.30848 4.15875 0.985999 13.7737 13.4211 1.05046 12.3707 2.3161 1.49104 10.0546 3.17275 3.05477 9.74914 9.29813 8.71858 4.10397 3.4647 1.90259 1.53088 1.14028 1.56211 4.61461 2.89448 1.04598 0.939273
internal_count=3910 987 2923 2563 738 697 681 72 2112 2044 61 1983 790 343 1193 609 602 1084 1014 788 526 472 138 124 105 334 262 565 324 314
is_linear=0
shrinkage=0.00142833


Tree=502
num_leaves=31
num_cat=0
split_feature=158 9 1 47 128 50 14 1186 1186 130 123 3 49 457 3 157 1 4 4 1 1 13 0 16 4 39 12 151 1 150
split_gain=0.0806961 0.0832418 0.0795337 0.112054 0.108197 0.108906 0.0882165 0.089946 0.0990423 0.156131 0.103254 0.116287 0.11476 0.216615 0.115247 0.166988 0.160779 0.120327 0.225733 0.0948887 0.190345 0.0986717 0.118166 0.132232 0.186951 0.129017 0.108002 0.0903425 0.137459 0.197749
threshold=0.11034000000000001 -0.016839999999999997 0.11561500000000001 0.11669500000000001 0.086435000000000012 0.11413000000000002 0.077685000000000018 0.091570000000000026 0.085080000000000003 -0.083489999999999995 1.0000000180025095e-35 -0.100615 -0.085974999999999982 0.09037000000000002 0.084925000000000014 -0.077044999999999988 0.10080500000000002 -0.08422499999999998 -0.084009999999999987 0.092550000000000007 0.092385000000000009 -0.09547499999999999 -0.076734999999999984 -0.014099999999999998 0.0021050000000000005 0.005105000000000001 0.094045000000000004 0.056555000000000001 0.089680000000000024 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3 11 -11 13 -13 16 -16 17 -14 -19 20 21 -20 23 -23 25 -25 -24 28 29 -17
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 -12 12 14 -15 15 27 -18 18 19 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0035369455810375203 -0.0029482015991891004 -0.0032039154040575052 0.00068512824167531346 -0.0031997144920098454 -0.0028039228022155201 -0.0034978746589899024 -0.0023703449267791377 -0.0035132178278165492 0.0021371645331093353 0.00092153297509583608 0.0019817452461582167 -0.0026636801259817687 -0.0035457874740390219 0.0023151666239498957 0.0031499575688478231 0.00028808397613451492 0.001842041337968145 0.0037048649940108003 0.00058541679560085013 -0.0032489368416129261 0.0038975409035902262 -0.0035480565349293386 0.0020465028069879816 -0.0035020501773290209 0.001701740577818752 0.0030211197004528607 -0.0034938844917381897 -0.0015735927966562958 -0.00067737875355946338 0.0036426502300805569
leaf_weight=0.078182355726309605 0.11817780382443821 0.18256737135379264 1.4188234720895714 0.14972514216060595 0.18319519010037755 0.11259903496465984 0.19310631553889823 0.086792450230859575 0.26890699833529641 1.2665394790819799 0.32571134084719222 0.51283711053838121 0.19386833522184588 0.13415676110889763 0.25583183812705135 0.70704652082349662 0.29017763611045655 0.13402033607416775 0.35739013394777086 0.20066819745261466 0.10239510574683652 0.41040563577552736 0.17696072675610652 0.26682694510782312 0.20389458930731053 0.042817844077944756 0.056482793064787984 0.31012547900900234 0.73679583269404236 0.30656851967796683
leaf_count=118 167 77 448 75 221 203 97 40 34 291 117 111 211 16 36 67 49 11 80 89 5 551 86 349 36 3 201 15 96 10
internal_value=0 -4.80035e-05 -7.72382e-05 -0.000209658 -0.000153828 -9.18684e-05 -4.22091e-05 1.74974e-05 5.8669e-05 -1.92395e-05 6.39209e-05 -2.97897e-05 -0.000252947 -0.0016313 -6.52932e-05 0.000491791 -0.000595039 -0.000924617 -0.00066427 -0.000986384 -0.000705634 -0.0010168 -0.00151154 -0.00207182 -0.00089206 -0.00260002 0.000705979 0.000161759 0.000469216 0.00130267
internal_weight=0 9.66542 9.58724 8.16841 8.01869 7.83549 7.72289 7.52979 7.443 7.17409 6.99152 6.66581 5.39927 0.646994 4.75228 2.31637 2.43591 2.14573 1.95186 1.81784 1.61717 1.51478 1.15739 0.923945 0.513539 0.309645 0.233444 2.06054 1.75041 1.01362
internal_count=3910 3743 3625 3177 3102 2881 2678 2581 2541 2507 2430 2313 2022 127 1895 224 1671 1622 1411 1400 1311 1306 1226 939 388 352 287 188 173 77
is_linear=0
shrinkage=0.00348843


Tree=503
num_leaves=31
num_cat=0
split_feature=1 150 484 4 0 4 52 2 3 403 3 15 9 4 39 133 3 3 0 13 4 2 1374 150 47 3 13 1375 149 1374
split_gain=0.405844 0.420647 0.401534 0.332943 0.32642 0.310956 0.343272 0.301915 0.509348 0.282408 0.287228 0.297971 0.365831 0.306848 0.276318 0.26846 0.25575 0.245444 0.244641 0.312267 0.231544 0.307279 0.260171 0.397113 0.320649 0.254527 0.229234 0.213896 0.233109 0.287601
threshold=0.094485000000000013 0.075065000000000007 -0.0043499999999999988 0.51224500000000017 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 0.10869000000000002 -0.115685 -1.0000000180025095e-35 -0.084129999999999996 -0.008624999999999999 0.083710000000000021 -0.0031049999999999997 0.084155000000000021 0.15580000000000002 -0.15464999999999998 0.31335500000000011 -0.081964999999999996 -0.009244999999999998 0.00046500000000000008 0.086650000000000019 -0.049459999999999997 0.085200000000000012 0.09550500000000002 -0.080744999999999997 -0.073799999999999991 -0.43271999999999994 0.10993000000000001 0.09309000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 14 9 6 -6 26 -9 -4 15 13 18 -12 17 16 -11 -2 -13 -20 21 -15 -22 24 25 -24 -7 -3 29 -29
right_child=1 27 4 -5 5 7 -8 8 -10 10 11 12 -14 20 -16 -17 -18 -19 19 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011159727308411426 -0.00026608372542202249 -0.00049734711627849289 -0.00093619791907828065 0.0010863289504542265 -0.0010463073822688693 0.001285863295480734 0.00044966981377427337 0.0010494392518724108 -0.0012709447189626767 0.00028061416037579993 -0.0010944088196873638 0.00054078100271508114 -0.001229330129421342 -0.00048857009592395988 0.00047560389309516348 0.00062341920484261764 -0.00098970706490875571 0.00090955436151856001 -0.0011806885691577867 0.0010024709065224199 -0.00130998904951855 0.00096379291606045079 7.9063667933758689e-05 0.00053473197929790166 0.00078908471134227188 -0.0012153294655519633 0.00032103610382253945 0.0010240654729861023 -0.00081074798390570095 -0.00086134002424889439
leaf_weight=0.69723599318240204 5.0173390913550957 0.22905469720717553 0.87591941874415802 0.3764851127489236 0.52750447829021174 0.6386682593729347 0.39835130132269114 0.24030769034288868 0.3352650291344611 0.27983526419848193 0.61268674406164514 2.0117922097706478 0.23441801453009237 0.36377565546717994 1.0610288611787835 0.22690199667704281 1.4476121167826903 0.27728550895699289 0.29431354375265073 0.14455834397813871 0.35807938873767708 0.52898928994545713 0.31408001837553245 0.7282208164979237 0.21102470022742625 0.79061407418339924 0.84838082047645291 1.5192081960558423 0.13093619197024953 0.12995326821692277
leaf_count=485 562 6 743 156 58 18 19 11 97 38 140 181 28 24 147 16 399 47 115 18 10 29 26 38 16 164 50 241 16 12
internal_value=0 0.00012064 -0.000217752 -2.51346e-05 -0.000167292 0.000182996 -0.00040266 0.000445882 -0.00030216 -0.000278387 -0.000210972 -8.95592e-05 0.000222408 -0.000303933 -9.09736e-05 -0.000620529 -0.000783923 -0.000204514 0.000361274 -0.000461586 -0.000156939 0.000371997 -0.00035353 -0.000185967 -0.000584857 -0.000847315 0.000735417 0.000609092 0.000751464 0.000875496
internal_weight=0 8.74129 13.1085 6.73214 12.4113 2.98848 0.925856 2.06262 0.575573 9.42282 8.5469 6.59255 2.68508 3.90747 6.35565 1.95435 1.72745 5.29462 2.45066 0.438872 3.29478 0.892765 2.40202 2.04394 1.31572 1.10469 1.48705 2.00915 1.7801 1.64916
internal_count=3910 1187 2723 912 2238 253 77 176 108 1985 1242 789 342 447 756 453 437 609 314 133 307 53 254 244 206 190 68 275 269 253
is_linear=0
shrinkage=0.00121641


Tree=504
num_leaves=31
num_cat=0
split_feature=4 11 151 0 0 4 43 15 13 16 1 48 2 43 0 376 1186 48 160 151 1374 1456 47 474 49 42 51 13 52 16
split_gain=0.388722 0.362167 0.350978 0.349909 0.345546 0.33305 0.386045 0.302341 0.293125 0.254049 0.321565 0.319835 0.303958 0.276598 0.239631 0.233737 0.219051 0.242169 0.239788 0.199769 0.196024 0.183583 0.207727 0.227465 0.180164 0.162563 0.183527 0.157342 0.147714 0.142993
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.017269999999999997 -0.10071499999999999 -0.49837999999999999 -0.46376499999999993 -0.11739999999999999 -0.14258499999999999 -0.30307999999999996 0.094485000000000013 0.12862000000000004 0.092865000000000017 0.15364000000000003 -0.091234999999999983 0.048375000000000008 0.085080000000000003 0.085760000000000017 0.084480000000000013 -0.048789999999999993 -0.094679999999999986 1.0000000180025095e-35 0.096475000000000019 -1.0000000180025095e-35 -0.24167999999999998 0.091735000000000025 0.091630000000000003 -0.41810499999999995 0.11588000000000002 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 -5 -1 -6 13 12 24 20 19 -10 -8 17 -16 25 -9 -11 22 23 -4 -12 26 -19 -26 -7 -22
right_child=2 -3 21 5 8 28 15 9 14 10 11 -13 -14 -15 16 -17 -18 18 -20 -21 29 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00086115873798686454 -0.0014605489010360584 -0.0013993401627272633 -0.0016834667989598069 0.0014310150043539548 0.0009527436498980627 0.00097164332809006662 -0.0015457474488994435 0.00049304616558282547 -0.0014446198883827925 -0.00078384234134530118 -0.00043270066125890999 -0.00065060275265250165 -0.001122461829481511 0.0010332589342075182 -0.00072523385044905811 0.00044473484870668107 0.00065893520396477739 -0.0014753205940836957 0.00097370622028337657 -0.00161222254993718 0.00083456171097703391 -0.00086763876503296894 2.6951380284658452e-05 0.0012399938940962424 -8.8931268882491338e-05 0.00052483979274592525 0.00019581893523033044 0.0014191998826971264 -0.00019114032266831475 1.2783888100342386e-05
leaf_weight=0.84889318217756216 0.20865421148482743 0.57907032851653539 0.067926511168481141 0.21429221471771598 0.32859261921840399 1.4637751873378899 0.49154094338882748 0.14052725618239492 0.66587623916712502 0.43008984439075071 0.1804789607413112 0.32733117532916356 0.53165066463407118 0.18109636625740677 4.2250752262261679 0.20282933191629127 0.39875518539338362 0.41919624338333938 0.4413100715901237 0.500039028644096 0.91653226828202639 0.17779007577337314 0.61993414978496719 1.3962276255188029 0.19409527303650964 0.3108462970412802 0.25861640029324917 1.2700987831922246 0.32491708439192724 1.1773077110992805
leaf_count=107 20 160 1 6 38 117 88 8 274 10 8 11 53 9 1892 18 46 106 49 68 44 14 48 389 24 61 34 93 29 85
internal_value=0 -0.000186741 0.000475469 -0.000144039 -0.000244847 0.000369705 -0.000399419 8.88007e-06 -0.000485969 0.000135148 0.000266585 0.00075771 -5.03757e-05 -0.000669093 -0.000556323 -0.000964317 -0.000458616 -0.000537418 1.75137e-05 -0.00115037 0.000175453 0.000654064 0.000783877 0.00110437 0.001038 -0.000409304 -0.000837705 0.00121928 0.000760423 0.000372499
internal_weight=0 17.0228 2.47053 16.4438 13.7464 2.69735 0.908662 6.69814 7.04827 5.84925 5.02758 1.972 3.05558 0.821663 6.71968 0.69437 6.0538 5.65504 1.42997 0.640566 2.52393 2.26188 2.08409 1.46415 1.64467 0.988659 0.677813 1.46419 1.78869 2.09384
internal_count=3910 3438 472 3278 3020 258 112 520 2500 413 328 136 192 85 2462 106 2188 2142 250 76 139 452 438 390 125 201 140 117 146 129
is_linear=0
shrinkage=0.00156007


Tree=505
num_leaves=31
num_cat=0
split_feature=1213 475 1425 4 482 11 16 48 0 4 43 133 160 403 0 1 51 49 42 3 1374 0 12 16 4 0 0 124 13 1365
split_gain=0.0818306 0.0963191 0.0821881 0.120235 0.0974953 0.0893655 0.116543 0.144175 0.103473 0.141528 0.198418 0.136992 0.117955 0.114225 0.114555 0.110611 0.146221 0.136767 0.175095 0.155865 0.126031 0.123592 0.152418 0.130613 0.177964 0.136384 0.188021 0.107818 0.143457 0.114506
threshold=-1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 0.08184000000000001 -0.40374499999999997 0.11379500000000002 -0.017269999999999997 -0.49837999999999999 -0.46376499999999993 -0.26719999999999994 -0.40446999999999994 -0.082404999999999992 -0.032484999999999993 0.094385000000000011 0.08955500000000001 -0.085974999999999982 0.088235000000000022 0.084925000000000014 0.090240000000000015 -0.077944999999999987 0.089995000000000006 -0.083564999999999987 0.0021050000000000005 -0.084304999999999977 -0.10071499999999999 -0.50873999999999986 -0.082709999999999992 0.084525000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 11 10 -10 -2 -13 -14 15 16 17 18 -15 21 27 22 23 25 -25 26 -19 -17 -29 -30
right_child=2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 12 13 14 -16 20 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0027919151928664709 -0.0027889618263852857 -0.0022795912642663298 -0.0028587079325258619 0.0020907261972941136 -0.0026154674225056067 0.0026341937580019376 -0.0023888606454075595 -0.001674410565128046 0.002451073220661694 0.0013677179845143087 -0.0016364160377834276 -0.0024392081384071165 -0.0023628556090782068 -0.0028010063443428858 -0.0019638564299504502 -0.0024698618185470811 -0.0018703015371517695 0.00092337817154426207 0.00085053371123302137 0.0012125910747078647 -0.0021955213069476407 0.0012415634921135144 -0.0025542506486458225 -0.0020788346428006832 0.00036160723598021086 0.0020872790831923502 -0.0026010028216132547 0.0020881382343872399 0.0006447329029065583 -0.002247543266666849
leaf_weight=0.033003293909132481 0.14055403387646492 0.22032971847693161 0.077781746207620794 0.20599829221828336 0.11197805984920783 0.1080395972385304 0.27026349901643776 0.13257203903049231 0.12543170340359211 0.92454411768630673 0.33185537077588378 0.15222999553952377 0.15026236542507199 0.27137798632974908 0.20429083704950013 0.077797485748306694 0.34339365738014738 0.35578026812436292 0.1599910884979181 0.87381710487534281 0.11796341824810941 0.40419315510007914 0.23055850134187483 0.46710724402964843 0.44936400430015055 0.31010764696110926 0.17216647410896257 0.54325027544837334 1.6572199917500245 0.11200915212975804
leaf_count=4 185 588 94 211 147 30 120 15 6 170 88 230 430 57 33 10 87 57 20 51 21 175 124 355 35 19 76 154 303 15
internal_value=0 -0.00161889 -2.45303e-05 -1.08875e-06 -4.79364e-05 -1.6294e-05 -0.00114119 0.000260242 5.0722e-05 0.000744595 -0.000515237 -8.25683e-05 -2.86337e-05 2.45442e-05 7.76873e-05 0.0001414 -0.00014224 1.83806e-05 -0.00144668 0.000212056 0.000598013 -0.000153864 -0.000437994 -0.000159901 -0.000882238 0.000630025 -0.000225943 0.000735878 0.000843727 0.000461624
internal_weight=0 0.253333 9.4819 9.40412 9.19812 9.08614 0.510875 0.240612 8.57527 1.38183 0.457287 7.19343 7.05288 6.90065 6.75039 6.5461 4.03786 3.69446 0.431369 3.26309 2.50824 2.38928 1.98508 1.75453 0.916471 0.838054 0.527947 2.39028 2.31248 1.76923
internal_count=3910 592 3318 3224 3013 2866 165 45 2701 264 94 2437 2252 2022 1592 1559 1056 969 77 892 503 841 666 542 390 152 133 482 472 318
is_linear=0
shrinkage=0.00276853


Tree=506
num_leaves=31
num_cat=0
split_feature=123 1365 42 42 1429 480 15 15 158 50 124 453 1374 101 455 4 133 2 457 0 151 14 1373 52 151 1374 150 160 1456 1
split_gain=0.0813111 0.0846147 0.0943074 0.106368 0.0980517 0.0841778 0.0978804 0.12369 0.119289 0.103714 0.0962743 0.105228 0.0883683 0.0891367 0.0864721 0.085644 0.0822989 0.111349 0.149653 0.12788 0.110661 0.177866 0.145025 0.1369 0.11786 0.237613 0.117965 0.140308 0.109127 0.117976
threshold=-0.041524999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082904999999999993 -1.0000000180025095e-35 0.086640000000000009 -0.24219999999999997 -0.19153499999999998 0.085745000000000002 0.11843500000000001 -1.0000000180025095e-35 0.090755000000000016 0.09309000000000002 -0.08175499999999998 0.10340500000000001 0.51697500000000007 0.093845000000000026 0.10679500000000001 0.083280000000000007 0.076335000000000014 0.056555000000000001 0.077685000000000018 -1.0000000180025095e-35 0.031990000000000011 0.015440000000000001 -0.094679999999999986 0.090145000000000017 0.10150000000000002 -1.0000000180025095e-35 0.12864500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 9 -8 12 -6 -10 -12 13 -9 16 -7 20 18 -18 -19 21 24 -22 -24 25 -15 27 28 -27 -30
right_child=1 -3 4 -5 5 15 7 8 10 -11 11 -13 -14 14 -16 -17 17 19 -20 -21 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.002934039696112333 -0.00042631962311622169 -0.0027939574129201344 -0.0030059918444147711 -0.0030133061443808557 0.0031433420205605983 -0.0039064023484840496 -0.0029687369901465906 -0.0040400522390690394 0.0039765229276444089 -0.0033395460185153664 -0.0039043748492131546 0.0040721481975174011 -0.003192525341911744 -0.004068394535423619 -0.0036446290775579309 0.0039922375527097027 -0.003231542138015301 -0.0025117376302461582 0.0031040959293656347 0.0040423074593306735 -0.0033410115364444375 -0.0037852904999859729 0.0012625284125102867 -0.0034269140225549879 0.0041283942887318029 -0.0039725113659275771 0.0029440793567500146 -0.0030798602354507906 0.00083076369008063151 0.0034235555442262118
leaf_weight=0.13672322405545756 1.0652578649196582 0.18308172956676649 0.1563938114431912 0.32333888614266282 0.2936334848382075 0.1363066085432364 0.1971196495142048 0.070494229759784477 0.034533873345935717 0.044328047617455013 0.23683304289534124 0.028969019651412964 0.1100491635443176 0.14793558028031562 0.080379514882224501 0.025419754972972441 0.329423457449593 0.075522402104979847 0.070668190630385652 0.12074755455978448 0.23375314337317832 0.12550342073154741 0.48444432440010121 0.12153144003241323 0.1785306980164022 0.069091646369994986 0.44751172952965124 0.14003780784878461 3.4219282711492451 0.29771833898848843
leaf_count=41 571 73 177 479 226 200 37 6 15 12 229 1 41 32 22 11 260 45 9 9 10 48 81 14 11 107 147 61 884 51
internal_value=0 -0.000134964 -8.12757e-05 -0.00102871 9.0053e-05 0.000154421 0.000216366 0.000116429 0.000205527 0.00229303 -0.00222882 -0.00303504 0.000317572 0.000377785 0.00042687 -0.00266491 0.000479113 -0.000916858 -0.00211248 0.00152039 0.000625991 0.000856196 -0.000697636 0.000322038 0.000980064 0.000855827 0.00102229 0.000803381 0.000946912 0.00103829
internal_weight=0 9.25049 9.0674 1.3886 7.67881 7.52241 7.36069 7.02273 6.82561 0.337962 0.300336 0.265802 6.52527 6.41522 6.34473 0.161726 6.26435 0.596362 0.400092 0.19627 5.66799 4.82826 0.839729 0.605976 4.70275 4.52422 4.37629 3.92878 3.78874 3.71965
internal_count=3910 3869 3796 1050 2746 2569 2358 2120 2083 238 245 230 1838 1797 1791 211 1769 323 269 54 1446 1341 105 95 1293 1282 1250 1103 1042 935
is_linear=0
shrinkage=0.00395055


Tree=507
num_leaves=31
num_cat=0
split_feature=1213 475 151 4 11 15 150 3 156 2 44 483 15 15 1452 128 1373 149 1 48 151 13 13 43 16 0 43 1 150 12
split_gain=0.0726599 0.0835892 0.0751817 0.0891123 0.13438 0.093144 0.0855565 0.0845174 0.0862638 0.0842942 0.107421 0.083829 0.106736 0.100764 0.101437 0.0985694 0.0979266 0.0984721 0.0964293 0.135606 0.120277 0.11886 0.200525 0.114443 0.183586 0.146496 0.124568 0.124983 0.131393 0.136556
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.52174999999999983 0.27020000000000005 0.08184000000000001 -0.11739999999999999 0.081245000000000026 0.31335500000000011 0.10691500000000002 0.094825000000000007 0.088980000000000017 0.088030000000000011 -0.106555 -0.10312999999999999 1.0000000180025095e-35 0.086435000000000012 0.099250000000000019 0.089090000000000016 0.10031000000000002 0.096390000000000017 -0.096544999999999978 -0.5337599999999999 -0.45122499999999993 -0.083899999999999988 0.15737500000000001 -0.089879999999999974 -0.020804999999999997 0.092550000000000007 0.11398500000000002 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 9 -5 8 11 -4 -11 12 -7 -14 15 16 17 18 19 20 -15 -22 -23 25 26 -24 -25 28 29 -28
right_child=2 -3 3 6 -6 7 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0034595134518104463 -0.0029746176886687745 -0.002745776173063626 -0.0029058933285624161 0.00056819962291525402 -0.0028029545670195995 0.002139290616554945 0.0034519704284224702 0.0034455090638980564 -0.003448411315796734 0.0018650569626241743 -0.0033703919201330834 -0.0025099284128770661 -0.003337686520197758 -0.0034969745261294299 -0.0029223086134384747 -0.0027083857209593849 -0.0030447647394011277 -0.0034721079589057507 0.0011460762375033933 0.0022149464366718816 -0.0035849311683471422 0.0033704289249371581 -0.002233993232030885 -0.0021749807694097611 -0.0034690003444927675 0.0013915387982879265 0.00093626172211021339 -0.0023408565291695 -0.0036393324289502997 -0.0016426457348352617
leaf_weight=0.029272730462253094 0.10069043058319849 0.20384008631390216 0.24599016596402901 0.83286166703328479 0.2130022961700887 0.29370291752274891 0.14199007778370287 0.085829592972004209 0.083677599397560587 0.135096828758833 0.070235115970717743 0.1466103447437489 0.10352330609748417 0.11795881330908553 0.13021837387532276 0.14008040109183628 0.10742936514725432 0.082100620080382103 1.2875588585702642 0.32738978886482062 0.10522009327541759 0.21112843602895504 0.15296520743504516 0.32240576928597731 0.21661487309756911 0.93277268573365091 1.6664291227998718 0.22193987618629751 0.091928937472402938 0.28325541048798175
leaf_count=4 65 588 142 347 154 32 99 53 102 51 16 218 20 48 145 144 21 21 254 65 4 10 69 340 122 268 317 37 3 151
internal_value=0 -0.00196656 -2.43763e-05 9.57383e-06 -0.000113132 -3.7367e-05 0.000988229 5.86446e-05 1.72643e-05 -0.00155006 7.42379e-05 5.90435e-05 0.000114475 2.29968e-05 7.73797e-05 0.000139707 0.000204821 0.000262814 0.000314458 8.41885e-05 -7.71924e-05 1.87472e-05 0.000111243 -6.57255e-05 -0.000432398 0.000880752 -0.000178035 0.000106397 0.000372434 0.000561591
internal_weight=0 0.233113 8.85061 8.74992 7.77506 7.56206 0.974852 7.11074 7.02491 0.451322 0.205332 6.94123 6.79462 6.50092 6.3974 6.26718 6.1271 6.01967 5.93757 4.65001 4.32262 4.20466 4.09944 3.88831 2.80257 1.08574 2.58596 2.26355 2.04161 1.94968
internal_count=3910 592 3318 3253 2807 2653 446 2444 2391 209 67 2289 2071 2039 2019 1874 1730 1709 1688 1434 1369 1321 1317 1307 970 337 848 508 471 468
is_linear=0
shrinkage=0.00343384


Tree=508
num_leaves=31
num_cat=0
split_feature=393 147 4 480 401 482 457 457 49 2 11 4 150 48 475 48 1 158 49 156 41 147 14 151 1373 160 151 1374 0 1
split_gain=0.0703096 0.0705972 0.0800939 0.0822 0.0742737 0.0752136 0.0764746 0.0911971 0.116283 0.153543 0.0818013 0.105669 0.132456 0.108243 0.104526 0.104153 0.0965686 0.0906899 0.114681 0.0878574 0.0853955 0.0811176 0.0963627 0.0970335 0.181533 0.125119 0.116426 0.162449 0.109746 0.231974
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51224500000000017 0.08456000000000001 0.10072000000000002 0.092060000000000017 -0.14941999999999997 -0.0034949999999999994 -0.014479999999999998 0.090545000000000014 0.088160000000000002 0.27608500000000008 -1.0000000180025095e-35 -0.098424999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11899000000000001 0.085745000000000002 -1.0000000180025095e-35 0.10477500000000002 0.083565000000000014 0.092645000000000019 0.077685000000000018 0.056555000000000001 -1.0000000180025095e-35 0.085545000000000024 0.015440000000000001 -0.094679999999999986 -0.14012999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8 -10 11 13 -13 -9 -14 -12 -17 19 -19 20 21 22 23 26 -25 -26 27 -15 29 -29
right_child=1 2 -4 -5 -6 -7 7 10 9 -11 15 12 14 17 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0038135622080251314 -0.003117617440186952 0.0025741799224183425 0.0035030874643903649 -0.0027801552355094824 -0.003573036960740903 -0.003356097805654077 -0.0037923140740634461 -0.0035941105224661096 -0.0033453756195929302 0.0023039990473829571 0.0030672975661959509 -0.0038264906314076142 -0.002175564265305512 -0.003860366122907564 0.0035704472229640253 -0.0038544090887991647 0.0019071189692152794 0.0018896961668073966 -0.0034024834064529091 -0.0034887249418378914 -0.0030561169946665989 0.0037685084385460439 -0.0030677661292866369 -0.00387619061194797 -0.0014465816041171614 0.0028432091519555737 0.0037610499105396478 -0.0027504662731787713 0.00028351893363349719 0.0025483860079270819
leaf_weight=0.072203918241938392 0.10687202342523683 0.17349714972078345 0.092755394864071472 0.15612156515089815 0.08305025324989479 0.093185060837641553 0.20026640397918527 0.11303375843271446 0.11801666725841009 0.16901041218079627 0.053896452765911818 0.049480108922580257 0.053031830728286877 0.12372212101035351 0.33209654761230911 0.2144312191994685 0.052262570010498166 0.082316313077171799 0.210131898676991 0.089433413515507598 0.10731887964720943 0.099432207862264366 0.11975312529102655 0.21442649909295142 0.22070177847490402 0.17695251962868497 0.1573266864143078 0.14096046311896326 4.1335168818932546 0.77800682924862485
leaf_count=76 36 42 167 268 185 135 80 26 97 41 8 12 9 30 176 100 19 32 257 110 65 28 43 14 40 15 10 15 1662 112
internal_value=0 -4.76407e-05 -9.52625e-06 -4.77881e-05 3.24296e-06 3.91303e-05 7.77938e-05 2.37187e-05 -0.00156966 -1.88493e-05 0.000126938 0.00021056 0.00202717 9.38895e-05 0.00277923 -0.00175151 -0.00272535 0.000156539 -0.00191288 0.000251672 0.000305006 0.000363518 0.000307698 0.000375685 -0.00105755 0.000462336 0.000540165 0.000442268 0.000547629 0.00173559
internal_weight=0 8.71501 8.60814 8.51538 8.35926 8.27621 8.18302 8.00953 0.487293 0.287027 7.52223 7.20164 0.434608 6.76703 0.385128 0.32059 0.266694 6.654 0.292448 6.36155 6.27212 6.1648 6.06537 5.94561 0.612081 0.397654 5.33353 5.17621 5.05248 0.918967
internal_count=3910 3834 3798 3631 3363 3178 3043 3001 218 138 2783 2656 197 2459 185 127 119 2433 289 2144 2034 1969 1941 1898 69 55 1829 1819 1789 127
is_linear=0
shrinkage=0.00380061


Tree=509
num_leaves=31
num_cat=0
split_feature=1 484 150 403 15 474 52 50 15 11 1375 149 1374 0 48 16 15 9 4 3 47 15 1186 48 133 13 40 9 14 47
split_gain=0.455333 0.417637 0.356004 0.332667 0.320381 0.271586 0.266031 0.258393 0.254359 0.230915 0.226413 0.225706 0.224463 0.537454 0.294738 0.274915 0.259761 0.321793 0.233977 0.219325 0.345056 0.457728 0.214214 0.210269 0.211515 0.249408 0.280675 0.280074 0.255409 0.306724
threshold=0.094485000000000013 -0.0043499999999999988 0.075065000000000007 -1.0000000180025095e-35 -0.24219999999999997 -1.0000000180025095e-35 0.18936500000000003 0.11843500000000001 -0.14676499999999995 0.08776500000000001 -0.43271999999999994 0.10993000000000001 -0.094679999999999986 -0.23029999999999998 0.089715000000000017 -0.09601999999999998 -0.0063699999999999989 0.083710000000000021 -0.0031049999999999997 -0.082264999999999991 0.09550500000000002 -0.11399999999999998 -1.0000000180025095e-35 -0.085784999999999986 -0.26719999999999994 -0.082894999999999983 0.028705000000000001 -1.0000000180025095e-35 -0.074139999999999984 0.13177500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 5 -2 8 -7 -5 23 -4 -12 15 -14 16 -10 18 22 -15 -20 21 -21 -18 -6 -25 -26 27 -27 -29 -30
right_child=2 3 10 6 9 7 -8 -9 12 -11 11 -13 13 14 -16 -17 17 -19 19 20 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-0.0011953719049076434 -0.0014047182091234674 -0.00082131642592682972 -0.00052868934302638729 -0.0011958634403361375 -0.0010773666535038064 0.00098275145326041035 -0.001013574734491669 -0.00049298668097855615 0.00033186985439090936 -0.0011123945270692967 0.00092028659695303288 -0.00086471543295142206 0.0011282636989086113 -0.0010189879871390082 0.00057407262624442797 -0.0013451998896980935 -0.0012846332919444988 -0.0012836367671479679 0.00060426358181288862 0.00062712419672227525 0.0010631412904501833 -0.0012889252767312419 0.00012003950195797164 -0.0013041940070352815 0.00057128693395766973 0.0013342921396297248 0.0010938787751359098 0.0010763919922296698 -0.00020338897242046098 -0.0012589703802937222
leaf_weight=0.68364349172770644 0.10546960472129274 1.1702903663535824 0.23931262362748373 0.31321352875965836 0.30828249128535379 1.0437024196144191 0.50231042037194207 0.23357316805049766 0.24601745419204235 0.36133772491302796 1.5589796274434773 0.12293659776332777 0.6488400850212156 0.86928660313424222 1.0284956322575443 0.43569599685724014 0.18066832025941693 0.29657139000482846 0.40553992704371911 0.27489485696423777 0.19701459526550014 0.74169448409519934 5.2362505475321388 0.19079866498941545 1.1425218035583378 0.17479660292156074 0.28332088550087053 0.19687797315418798 2.1619522695837068 0.55686553311534215
leaf_count=485 4 786 6 61 28 261 247 21 4 77 253 16 21 238 90 42 45 40 40 23 8 109 484 27 100 20 14 7 309 44
internal_value=0 -0.000230011 0.000143805 -0.000177411 6.87245e-06 0.000551364 -0.000111173 0.000712886 -6.9488e-05 -0.000133155 0.000625579 0.000789815 -3.60824e-05 1.24896e-05 -6.59423e-05 -0.000739977 -0.000146198 2.76091e-06 -0.000488212 -0.000203248 -0.000473088 -0.000770808 7.319e-05 -6.26054e-05 3.85397e-06 5.91142e-05 -0.00011433 -0.000225093 -0.000318578 -0.000419592
internal_weight=0 13.2304 8.68073 12.5468 6.7595 1.38275 11.3765 1.27728 10.8742 5.37675 1.92123 1.68192 10.561 9.87926 9.23042 0.681713 8.20192 5.71349 2.48843 1.61914 1.2136 1.01659 5.41692 5.01542 4.70713 4.51634 3.37381 3.09049 2.9157 2.71882
internal_count=3910 2723 1187 2238 912 286 1452 282 1205 626 275 269 1144 1098 1077 46 987 569 418 180 140 132 529 549 521 494 394 380 360 353
is_linear=0
shrinkage=0.00126831


Tree=510
num_leaves=31
num_cat=0
split_feature=9 2 160 2 0 0 15 16 47 0 160 10 13 4 12 457 457 457 123 133 3 453 51 150 133 42 1 15 13 51
split_gain=0.0717 0.0731732 0.128826 0.0943574 0.113113 0.10526 0.108751 0.14097 0.179869 0.135379 0.117103 0.11056 0.108073 0.0985126 0.0892623 0.0878411 0.0914934 0.107278 0.0870068 0.104763 0.0853967 0.0837294 0.0844608 0.105413 0.113063 0.10095 0.113844 0.117068 0.110531 0.107441
threshold=-0.016839999999999997 0.086545000000000025 0.091575000000000017 0.086245000000000002 -0.13027499999999997 -1.0000000180025095e-35 -0.11739999999999999 -0.083564999999999987 0.09550500000000002 -0.07773999999999999 -1.0000000180025095e-35 -0.012684999999999998 -0.032264999999999995 -0.08422499999999998 0.08401500000000002 0.68051500000000009 0.53894500000000012 0.51278000000000012 0.086730000000000015 -0.081204999999999986 0.086245000000000016 0.089535000000000017 -0.07742499999999998 -0.047069999999999994 -0.0047949999999999989 -1.0000000180025095e-35 0.089605000000000018 0.088495000000000018 -0.5337599999999999 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 20 6 -6 10 9 -9 -8 -10 -11 -12 -15 16 17 18 21 -20 -2 22 23 -3 -25 26 27 -24 -27 -30
right_child=1 15 -4 -5 5 -7 7 8 11 12 13 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 25 24 -26 28 -28 -29 29 -31
leaf_value=0.0030850728772651593 -0.00013623847951081599 0.0032699605476866752 -0.0032662788612898052 -0.0033575166203491198 -0.0029778344450577528 0.0023104772534956724 -0.0033262068601859823 -0.0033312017628218237 0.0036647334620230013 -0.0032470554100309879 -0.0033041326363755742 -0.00042811459866699006 0.001583864902681824 -0.0024655703666046649 0.0017652939138359598 0.0035857893346978482 -0.0033502820793526529 0.0033545497576749407 -0.0025176614409668147 0.0028797160759468496 0.0027279245112798692 -0.0025956148701197618 -0.0033160636277732814 0.0016746850699485033 -0.0025343320080239416 -0.0025563573859817119 0.0021047375458912521 0.00053533667952875323 0.00072799163612300528 -0.00065611451774358809
leaf_weight=0.077613432655197268 0.22804558931238794 0.050547358550829813 0.17371061914855079 0.10817211105677405 0.20642244866212589 0.13316873028452336 0.074057284991795314 0.44666107369266816 0.091142401099205017 0.0786669969184004 0.052673752519694972 0.33328757809795206 0.13885113326614063 0.059522509924137545 0.59087709916821041 0.078445014776661881 0.083218672312796005 0.10955596770509135 0.047574223070114385 0.21629834363193357 0.22353660226508509 0.13457265547185659 0.25651807015219574 0.085218585716575035 0.36832735404459427 0.13681803009967497 0.088825520731916185 0.12843260057707084 3.0904895130352119 0.75715848198069569
leaf_count=121 64 11 90 51 76 81 48 432 1 136 107 105 64 21 194 3 5 12 27 127 31 41 305 66 351 15 32 142 916 235
internal_value=0 -9.43086e-05 -0.000515526 -0.000342715 -0.000219972 -0.000527436 -0.000709816 -0.000458886 -0.00122368 -0.00229371 0.000612437 0.000450787 -0.000163272 0.00102731 0.0013781 0.000125484 7.66063e-05 0.000128739 6.28141e-05 0.00190661 0.00128154 -3.26413e-05 3.68635e-05 -0.00124077 -0.00174348 0.000181325 -0.0012557 -0.00203111 0.000352196 0.000455621
internal_weight=0 8.5708 2.9388 2.76509 2.65691 2.20533 2.07216 1.86574 1.08861 0.664179 0.777131 0.42443 0.217518 0.703073 0.6504 5.632 5.55356 5.47034 5.36078 0.263873 0.451582 5.09691 4.96234 0.504093 0.453546 4.45824 0.473776 0.384951 3.98447 3.84765
internal_count=3910 3789 1501 1411 1360 1265 1184 1108 738 632 370 106 200 322 215 2288 2285 2280 2268 154 95 2114 2073 428 417 1645 479 447 1166 1151
is_linear=0
shrinkage=0.00329302


Tree=511
num_leaves=31
num_cat=0
split_feature=39 3 1 51 457 484 132 12 13 0 122 0 15 16 52 124 3 3 3 1375 3 1 49 43 457 16 0 16 48 457
split_gain=0.52154 0.488037 0.443689 0.408846 0.276278 0.281286 0.26883 0.341438 0.277275 0.270071 0.243103 0.231906 0.229232 0.199512 0.197565 0.19003 0.18387 0.178672 0.352026 0.238098 0.215835 0.197812 0.285614 0.167682 0.155045 0.17688 0.149439 0.162396 0.149351 0.149026
threshold=0.005105000000000001 0.30601500000000009 0.086245000000000002 -0.40274499999999996 0.082870000000000013 -1.0000000180025095e-35 0.079995000000000011 0.051320000000000005 -0.094679999999999986 -0.084304999999999977 0.12621500000000005 0.12007500000000002 -0.26361999999999991 -0.15168999999999996 0.10062000000000001 -0.087894999999999987 -0.078494999999999995 0.090325000000000003 -0.080664999999999987 -0.43271999999999994 0.11818000000000002 0.084330000000000016 -0.081629999999999994 -0.52334499999999984 -0.23052999999999998 0.67964000000000013 -0.07773999999999999 -0.54165499999999989 -0.079424999999999982 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 -1 8 -8 9 13 15 -2 -10 -7 -11 -5 26 18 21 -19 -21 22 -6 -17 -14 29 27 -9 -3 -26
right_child=2 28 3 10 17 6 7 16 12 14 -12 -13 24 -15 -16 23 -18 19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010688871957354779 -0.0010696314863357346 -0.00090733219721017414 -0.0012348117454666612 3.2413223176446463e-05 0.000292481599738276 -0.00014428563088738405 0.0011231212885637796 0.00079880107583050835 6.4166524974759677e-05 0.00093864649472047716 -0.0012598920991672392 0.00045625899805647072 0.00037936458084855142 -0.0010146219939289446 -0.00018275577203688819 -0.0012187293870733178 -0.00121820948802006 -0.00039840854069639271 -0.0011949857603438924 0.0010922927915947964 -0.00012124838055503367 0.0010750123939446245 -0.0012293864459933853 0.001100666766458527 -0.0012039861418692442 0.00091295175869182091 0.00052320280838211468 -0.00099206011704954249 0.0010251185560714482 -0.0006568716509735967
leaf_weight=1.2634009958565062 0.51918721498805043 0.066311566566582769 0.18246679380536091 0.38044434052426357 0.48088250681757927 1.0092604734818451 0.31363499088911229 0.096713986917166039 0.66028102952987389 0.42664183286251933 0.089702501893043629 0.19597286079078913 0.19962035142816326 0.59981886032619525 0.47342043579556048 0.046397504862397798 0.24000931438058615 0.62233840941917151 0.53850947454338827 0.4894692091620525 0.36579736607382074 0.19853153999429196 0.27796633646357805 1.1022828112472773 0.77370987398898527 0.09797393195913251 0.37129348382586613 0.28683898287999909 0.41246204487106197 8.7937214041012304
leaf_count=559 74 4 10 54 23 67 40 11 66 31 2 14 20 88 12 4 51 13 36 37 29 25 66 301 104 11 51 111 135 1861
internal_value=0 -0.000433945 0.000144958 0.000461171 -0.000464645 -0.000528261 -0.000480639 3.57848e-05 -0.000532482 -0.000175465 0.000652334 -0.000651497 -0.000617592 -0.000468722 0.000348804 0.00076451 -0.000307005 -0.000130762 -0.000421934 0.000164013 0.000573261 1.28947e-05 -0.000264979 0.00100698 -0.000663223 -0.000684755 -1.7281e-05 -0.000540489 0.000757468 -0.000701116
internal_weight=0 19.0586 2.51645 1.80129 18.5798 15.6063 14.3429 1.30849 13.0344 2.50914 1.61883 0.71516 10.5253 1.60908 0.900062 1.52912 0.994856 2.97349 1.49589 1.4776 0.855267 0.95738 0.758849 1.14868 9.86503 9.66541 0.754846 0.383553 0.478774 9.56743
internal_count=3910 3451 459 371 3312 3083 2524 264 2260 198 361 88 2062 155 43 359 224 229 150 79 66 114 89 305 1996 1976 173 122 139 1965
is_linear=0
shrinkage=0.00119516


Tree=512
num_leaves=31
num_cat=0
split_feature=1 150 484 39 0 3 2 4 52 2 3 13 1186 43 133 1212 160 1 48 50 1 13 403 15 3 3 43 2 12 48
split_gain=0.397031 0.411128 0.339497 0.327338 0.305501 0.326942 0.324125 0.294855 0.408563 0.362878 0.540602 0.279488 0.270403 0.49844 0.300483 0.338277 0.308169 0.238878 0.315929 0.263838 0.259778 0.250267 0.229268 0.225012 0.539702 0.273553 0.268682 0.287013 0.393003 0.290162
threshold=0.094485000000000013 0.075065000000000007 -0.065229999999999996 0.084155000000000021 -0.060094999999999989 0.084925000000000014 0.085805000000000006 -0.49837999999999999 0.10433000000000002 0.10869000000000002 -0.115685 -0.073799999999999991 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -0.5172699999999999 -1.0000000180025095e-35 0.14000500000000002 0.11930500000000001 0.11515000000000002 0.10752500000000002 -0.42334499999999992 -1.0000000180025095e-35 0.083935000000000023 -0.091594999999999982 -0.13927999999999999 -0.089949999999999988 0.086545000000000025 0.085775000000000004 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 17 5 12 -7 8 -6 11 -11 -9 14 -14 15 -4 -16 18 19 20 -2 -22 -18 25 -25 -24 -27 -28 -29 -30
right_child=1 -3 4 -5 7 6 -8 9 -10 10 -12 -13 13 -15 16 -17 22 -19 -20 -21 21 -23 23 24 -26 26 27 28 29 -31
leaf_value=-0.0013589832937735537 -0.00043163842784959877 0.00067883580780678081 0.0010609335979003566 0.00061312213017876188 -0.0011499960739459745 0.0012565136030800741 -0.00010373344906722904 0.0014264448320216157 0.0005190929968277438 0.0011734971519034023 -0.0014449664658187378 0.00029267459398663525 -0.0013569371862184585 0.0013303339527555007 -0.001078267813771147 -0.0012185920309178803 -0.0013501736512316976 0.00072635442047546263 -0.0010920461128944494 -0.0013633966431767716 -0.0011754303438755056 0.00043460044032581557 0.0010352190064366351 -0.0013799038578272309 0.00086925279070862276 -0.00134055365406331 -0.00080823041489489226 0.00099987784227365526 -0.0014042472564984691 0.00040729239019487328
leaf_weight=0.47591787484270653 1.6123359674966184 1.9149975484760942 0.12806032820662938 1.1624127156828761 0.61195011669769905 0.38254622882232103 1.8618676046025937 0.67348031734582037 0.46951594337588176 0.22952005034312639 0.37819778422999617 0.94876348174875891 0.18717894153087389 0.37663723912555724 0.93011979362927188 1.4913335262972376 0.30467602259886639 0.48119857214624051 0.71674909000284959 0.28767420453368675 0.19257566367741707 1.9054775221447924 0.24129739182535326 0.24807346749003045 0.87488818846759364 0.50929402673500401 0.94698390971462743 0.56534627245855495 0.33537333845742978 0.3066194083658047
leaf_count=408 245 275 23 226 60 15 72 18 19 11 101 50 55 11 426 707 363 86 62 74 12 207 18 33 57 90 87 23 66 10
internal_value=0 0.000132118 -0.000242449 -3.25394e-05 -0.000201579 -0.000322186 0.000128112 0.000151355 -0.000425365 0.000431048 -0.000456037 0.000763363 -0.000457919 0.000438198 -0.000531334 -0.00103833 -0.000375325 -0.000176982 -0.000269177 -0.000121658 -2.53839e-05 0.000286819 -0.000224415 -0.000139261 0.000372392 -0.000337052 -0.000461366 -0.000253522 0.000181568 -0.000539046
internal_weight=0 8.27342 13.4776 6.35842 13.0017 9.6903 2.24441 3.31143 1.08147 2.22996 0.607718 1.62224 7.44588 0.563816 6.88207 1.61939 5.26267 5.19601 4.71481 3.99806 3.71039 2.09805 4.33255 4.02788 1.12296 2.90491 2.66362 2.15432 1.20734 0.641993
internal_count=3910 1187 2723 912 2315 2056 87 259 79 180 112 68 1969 66 1903 730 1173 686 600 538 464 219 747 384 90 294 276 186 99 76
is_linear=0
shrinkage=0.00134594


Tree=513
num_leaves=31
num_cat=0
split_feature=1 52 4 2 402 4 2 0 1446 39 15 4 147 1186 38 51 43 403 1365 2 0 151 15 4 16 49 394 2 52 160
split_gain=0.496267 0.451593 0.404506 0.351486 0.38019 0.351094 0.3237 0.358791 0.314905 0.339879 0.328134 0.333761 0.302258 0.286257 0.285046 0.306367 0.279366 0.24959 0.250283 0.31395 0.387794 0.301081 0.284478 0.23335 0.377186 0.276774 0.297292 0.317168 0.320357 0.274979
threshold=0.085990000000000011 -0.42985499999999993 -0.15333499999999997 0.10393500000000001 1.0000000180025095e-35 -0.49837999999999999 0.10325000000000002 -0.070894999999999986 0.091520000000000018 0.005105000000000001 0.090505000000000016 0.05309500000000001 0.089245000000000005 0.085080000000000003 0.13905500000000001 -0.40274499999999996 -0.46376499999999993 0.03138500000000001 0.084525000000000017 0.082715000000000025 -0.06402999999999999 0.056555000000000001 -0.09547499999999999 -0.00027999999999999998 -0.014099999999999998 -0.47013499999999991 -0.47621999999999992 0.085355000000000014 0.084240000000000023 0.086620000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 6 16 7 13 9 10 12 -12 17 23 15 -11 -1 18 19 20 22 -21 -3 25 -25 -4 -27 28 -28 -26
right_child=1 8 3 -5 -6 -7 -8 -9 -10 14 11 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=0.00065500001081709319 -0.0012131263280117164 -0.00019933339281680829 0.0013638319693725642 -0.0011863350733384889 -0.0013063646875350668 0.00049239966349580964 0.0011574283895079013 0.00055380731526084577 -0.0012973918313678048 -0.0013198214862761048 -0.0011574023796407545 0.00037688826242776298 0.0011065557974738603 0.00065845889099662707 -0.0013382417880394605 0.00093647561263639255 -0.00093827265082145844 0.00085980085995089985 -0.0012144164804296787 0.000418456891152647 0.00064049254352396509 -0.00044080912887771375 -0.0012050429943212563 -0.00063045629354575958 -0.00022954115911215207 0.0011195707607248322 0.00027710523458124878 -0.0013102817121487392 -0.0013409438089848639 0.0013168523713393617
leaf_weight=0.25377646647393703 0.43426554383768134 1.3326530830236101 0.097502574324608182 0.95917727948108211 0.62733906778157678 1.6666945238248443 0.26233378538745444 0.70224751046044076 0.25318722022348161 0.10733242006972421 0.67854159737180342 0.36488763679517433 0.51657845723093565 0.37195145926671092 0.11127876490354527 1.6339982663630515 0.67161474993918124 0.64385532707092341 0.26491850370075543 3.859831144916825 0.58303105056984206 0.82905268832109857 0.72777295619016502 1.2431379838526484 0.39621051013818886 0.12120572850108224 0.54273514013038893 1.5374614317261146 0.32888299158366863 0.37420656450558454
leaf_count=9 168 69 2 320 315 91 13 64 60 8 241 18 80 30 4 352 66 77 23 285 55 36 225 215 43 7 104 733 185 12
internal_value=0 8.26899e-05 -0.000303413 -0.000454544 -0.000348277 0.000137629 -0.000247732 -0.000312226 0.00012995 0.000160961 6.4908e-05 -0.00062086 0.000146613 -0.000433538 0.000669122 0.000797402 -0.000501338 8.64412e-05 2.09003e-05 6.55324e-05 -0.000290987 0.000266528 -0.000554565 -0.000521049 -0.000189672 -0.000774968 -0.000857385 -0.000956849 -0.000333425 0.000521572
internal_weight=0 12.3412 10.1565 7.56439 6.60521 2.59209 5.97788 5.71554 11.9069 11.6537 9.80112 1.04343 8.75769 5.01329 1.85261 1.74133 0.925391 8.24111 7.59726 7.33234 2.64346 4.68888 2.06043 4.64134 2.01356 2.62779 2.53029 2.40908 0.871618 0.770417
internal_count=3910 1701 2209 2043 1723 166 1408 1395 1533 1473 1109 259 850 1331 364 360 75 770 693 670 349 321 294 1301 270 1031 1029 1022 289 55
is_linear=0
shrinkage=0.00129368


Tree=514
num_leaves=31
num_cat=0
split_feature=1 52 484 150 403 1446 15 15 474 51 51 0 4 4 52 16 48 133 43 48 4 47 0 2 52 133 16 11 0 0
split_gain=0.512478 0.374603 0.338981 0.335786 0.281551 0.248876 0.247864 0.2386 0.274324 0.277587 0.228996 0.330676 0.311952 0.26157 0.318149 0.265845 0.215369 0.208875 0.255887 0.229279 0.219112 0.200379 0.225691 0.314297 0.189097 0.185099 0.363373 0.182546 0.218814 0.287003
threshold=0.094485000000000013 -0.42985499999999993 -0.0043499999999999988 0.075065000000000007 -1.0000000180025095e-35 0.091520000000000018 -0.14676499999999995 -0.24219999999999997 -1.0000000180025095e-35 0.11024000000000002 0.08955500000000001 -0.23029999999999998 -0.076329999999999995 -0.49269499999999994 0.10433000000000002 -0.008069999999999999 0.12738500000000003 -0.091614999999999988 0.15364000000000003 0.092600000000000016 0.27020000000000005 0.09550500000000002 -0.074249999999999997 0.10137500000000001 -0.080899999999999986 0.083815000000000014 -0.088144999999999987 0.087830000000000005 -0.19631499999999999 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 24 7 -6 8 -3 -10 11 -8 13 14 -13 25 -5 -14 19 20 21 22 -19 -24 -4 26 -15 28 -9 -30
right_child=1 3 4 16 6 -7 10 27 9 -11 -12 12 17 15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011472577643116886 -0.0012507477668492293 -0.0013684305130458394 -8.6848200191659967e-05 0.00088848918797325026 -0.0011702132818667843 -0.0012473469407276463 0.00086346478411733311 -0.00059368621800179853 0.0011313517059219436 -0.00027625886527325651 -0.00076465995805892917 -0.0011058752810042471 -0.0012537690581710466 0.00018000433616795151 0.00053851078840391753 0.00082228339675516197 -0.0002786862734361208 -0.00069958084610088206 0.00096661442445026896 0.00050044325180828185 0.001005824565688856 0.00067557737400541096 0.00084595061187654513 -0.00086961596985823898 -0.0011755623414335741 0.00065335081078162752 -0.0012666493000080485 -0.0010115560630707995 0.00093363036563133463 2.6944462114313637e-05
leaf_weight=0.57938921001186727 0.27242997202847608 0.099109503440558799 0.38695938659657259 1.5264101629581999 0.33039532596740073 0.20693117089103896 0.60607766476459346 0.6557023647474115 0.88316382748598588 0.28700840700184926 0.69483566992130441 0.4748392180190425 0.32848022738471172 1.1097584300878232 0.29489662739797495 1.1112664518004689 0.29104120429838065 2.7394172566564476 0.26170248628477555 0.49018152122152958 0.16330920357722778 0.22296755854040373 0.38188250543318725 0.29087434243410826 0.68035988316114415 0.59335971361724649 0.35412085177085861 0.25572266045492131 0.65361539967125226 3.0996142766234707
leaf_count=485 143 4 78 253 75 32 17 48 256 19 152 50 146 119 9 63 17 463 9 33 12 34 32 97 708 48 93 24 56 335
internal_value=0 0.000183007 -0.000219213 0.000232087 -0.00017252 9.31357e-05 -0.000110379 0.000139882 0.000617874 0.000786107 -7.57705e-05 -2.49737e-05 -8.60443e-05 0.000174279 -0.000475888 0.000332227 0.000701581 -0.000296181 -0.000227054 -0.000299895 -0.000403177 -0.000466476 -0.000541103 0.000104205 -0.000780846 6.75111e-05 -0.00016995 9.8171e-06 6.90578e-05 0.000184842
internal_weight=0 8.23075 12.0951 7.95832 11.5157 6.14087 10.4484 5.93394 1.26928 1.17017 10.118 9.42313 8.81706 3.93824 0.769736 3.16851 1.81745 4.87882 4.55033 4.28863 3.79845 3.63514 3.41217 0.672757 1.06732 2.05724 1.46388 4.66465 4.40893 3.75323
internal_count=3910 1187 2723 1044 2238 774 1452 742 279 275 1377 1225 1208 382 59 323 270 826 680 671 638 626 592 129 786 260 212 463 439 391
is_linear=0
shrinkage=0.00124344


Tree=515
num_leaves=31
num_cat=0
split_feature=1 484 150 0 4 43 3 4 3 403 1 393 4 42 12 47 47 3 16 16 151 151 42 474 133 15 0 4 4 15
split_gain=0.366986 0.324047 0.305082 0.274332 0.301256 0.342233 0.253319 0.382111 0.249386 0.295058 0.279439 0.283978 0.252957 0.23414 0.231208 0.267583 0.231138 0.218587 0.20591 0.262271 0.307819 0.272418 0.206983 0.203607 0.200445 0.211233 0.202746 0.184434 0.177667 0.280277
threshold=0.094485000000000013 -0.0043499999999999988 0.075065000000000007 -0.060094999999999989 -0.49837999999999999 -0.46376499999999993 -0.097214999999999982 -0.41745999999999994 -0.084129999999999996 -1.0000000180025095e-35 0.076710000000000014 0.085075000000000012 -0.082509999999999986 -0.089024999999999979 -1.0000000180025095e-35 0.084155000000000021 0.10976000000000001 0.16699000000000003 0.67964000000000013 -0.055679999999999993 -0.0095999999999999992 -0.090064999999999992 0.10056500000000002 0.093280000000000016 -0.21767499999999998 0.088190000000000004 -0.23029999999999998 0.00096500000000000015 -0.026614999999999996 0.090505000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 8 5 -5 -6 -8 10 -10 11 -3 -11 -13 15 -2 -17 18 19 20 -16 -21 23 -23 -14 26 -26 -25 29 -27
right_child=2 3 -4 4 6 -7 7 -9 9 12 -12 13 24 -15 17 16 -18 -19 -20 21 -22 22 -24 27 25 28 -28 -29 -30 -31
leaf_value=-0.001134668714555315 0.0010340014747421277 -0.0011744476096905881 0.00058682682487912988 0.00080035749450343865 0.00086052944400402068 -0.00088158022116393371 0.0011553378455082875 -0.00058426116610064223 -0.0012233988299395447 0.0008597145086326265 3.186949549490356e-05 0.0010124752530921053 -0.001228871192987819 -0.001229598559379187 -0.0009297616738324076 -0.00073109795968779722 0.00060723233153687562 0.00092184905871620462 0.0010545774482450384 0.001009770213090884 0.00022318943343155626 -0.0011509497177699792 0.00022998137748842009 -0.0012311066017576548 0.00024995518882913549 0.00078333289613318759 -0.00038156478874198127 0.0011176234855613068 0.00082881230932335258 -0.0012284655272440141
leaf_weight=0.54926515386614738 0.60982136457459979 1.2498460481074283 1.6561785025987772 0.24771963898092508 0.98792564094765123 0.65557344406261142 0.27294335654005419 0.60046344817965158 0.36459471339912752 0.38671820552553882 0.64991104339424044 0.18164453178178519 0.24914074298430833 0.11183720728149626 0.42292473249835927 0.37560821371152997 0.39184247714001685 0.27080627699615423 0.18359438574407239 0.14052651339443389 1.8471606018574664 1.1520270382025044 0.2631377198267727 0.083603546896483638 0.99359174596611222 0.20686697177006863 3.1526324756414432 0.12246559094637632 0.58234426437411446 0.20479512156452984
leaf_count=485 213 586 275 9 58 68 9 109 366 20 182 5 129 57 38 27 43 39 14 9 199 246 38 27 38 35 428 19 20 119
internal_value=0 -0.000220662 0.000124808 -0.000175428 0.000157337 -0.000420325 0.000437672 -4.0629e-05 -0.000285817 -0.000159787 -0.000638677 -0.000921051 -9.26507e-05 0.000158087 -5.69106e-06 0.000431207 -4.77776e-05 -0.000139818 -0.000208021 -0.000265515 8.39066e-06 -0.000618452 -0.000759584 -0.000951317 -0.000160988 -0.000109229 -0.000230229 0.000164729 0.000395486 -0.000217504
internal_weight=0 11.6478 7.5197 11.0985 2.76463 0.903293 1.86133 0.873407 8.33392 6.14068 2.19324 1.54333 5.77609 0.293482 5.86352 1.37727 0.767451 4.48625 4.21544 4.03185 2.27009 1.76176 1.62123 1.3581 5.38937 5.14023 4.14622 0.206069 0.994006 0.411662
internal_count=3910 2723 1187 2238 253 77 176 118 1985 1155 830 648 789 62 912 283 70 629 590 576 237 339 330 292 769 640 466 46 174 154
is_linear=0
shrinkage=0.00121906


Tree=516
num_leaves=31
num_cat=0
split_feature=1 52 484 15 47 48 44 50 1 0 4 3 4 3 52 1374 49 1186 43 133 160 403 0 1212 150 160 15 43 133 0
split_gain=0.621438 0.475429 0.418554 0.399677 0.624154 0.457939 0.462695 0.390123 0.376147 0.32651 0.366835 0.490725 0.478904 0.349643 0.348821 0.339903 0.403071 0.264074 0.525613 0.301678 0.363038 0.271924 0.260616 0.25793 0.24966 0.229563 0.209087 0.429824 0.291829 0.230194
threshold=0.094385000000000011 -0.42985499999999993 -0.065229999999999996 0.035895000000000003 0.09252500000000001 0.12862000000000004 0.086480000000000015 0.11843500000000001 0.11026000000000001 -0.060094999999999989 -0.49837999999999999 -0.097214999999999982 -0.41745999999999994 0.084925000000000014 0.10433000000000002 -0.094679999999999986 -0.082494999999999985 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10303999999999998 -0.5172699999999999 -1.0000000180025095e-35 0.099550000000000013 0.083935000000000023 -0.0042699999999999995 0.090085000000000012 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -5 13 14 -12 -13 17 -11 -15 -17 19 -19 23 -21 -22 -10 -4 -6 26 28 -28 29 -23
right_child=1 3 9 8 24 -7 -8 -9 22 10 11 12 -14 15 -16 16 -18 18 -20 20 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013914023909162793 -0.0013843975747595842 0.0010063359896315242 0.00089731008402297099 -0.0011340248838606275 -0.0012023781069730596 -0.00079952963064599104 -0.0012292760287945976 -0.0006418012395416271 0.0012310514063463953 -0.0012368391729278506 0.001022179908936074 0.0013432562084604175 -0.00076108927924856628 -0.00080176557310457494 0.00037068260488846738 -0.00083766399634236125 0.00072039103591379691 -0.0013870165165296639 0.0012985674694658755 -0.0011470051796552503 -0.0013773854047891844 0.00059944914750659998 -0.00039733046335673004 -0.0012451388450331502 1.1396638164145175e-06 -0.00138696329825298 0.0010350222930314418 -0.00081364797786129966 -0.0014166641685158907 -0.00035511120530919073
leaf_weight=0.62958936562063073 0.3618678092607287 3.7794301708054245 0.11374703372712236 0.72782567325339165 0.37458202114794437 0.3727294299751519 0.20423548930557434 0.29157056263647962 0.3040593295590952 0.59800287592224799 1.2315068570314909 0.2707587191835048 0.82458768459037168 0.61075464263558421 0.44279989891219884 0.40023023751564335 1.434976728924084 0.21085587702691544 0.39403104118537158 1.0744796076323817 0.37587282832828073 0.65008398756617491 0.47404917504172772 1.5370623195267379 2.4473743894777726 0.26792438549455244 0.73469810708775185 0.34994922755868152 0.36473852604103729 1.7795820063620413
leaf_count=407 144 586 23 111 26 14 13 29 18 60 58 8 113 11 19 22 54 55 11 426 360 32 53 706 201 74 38 40 57 141
internal_value=0 0.00015841 -0.000296958 0.00022061 0.000350683 0.000659896 0.000787134 0.000888294 -0.000424596 -0.000246539 0.00012455 0.000427588 -0.000240916 -0.000367881 -0.000552934 8.53668e-05 0.000380603 -0.000509053 0.000362407 -0.00058178 -0.000429675 -0.000259261 0.000238988 -0.00109752 -0.000158613 -0.000157917 -7.30271e-05 0.00043857 -0.000271603 -9.9708e-05
internal_weight=0 9.33772 14.2962 8.97586 7.46992 4.64797 4.27524 4.071 1.50593 13.6666 3.36766 2.32685 1.09535 10.299 1.0408 2.44596 1.83521 7.85302 0.604887 7.24814 5.59733 4.52285 0.778109 1.65081 2.82196 4.14698 3.87905 1.08465 2.7944 2.42967
internal_count=3910 1195 2715 1051 869 642 628 615 182 2308 258 179 121 2050 79 87 76 1963 66 1897 1168 742 71 729 227 382 308 78 230 173
is_linear=0
shrinkage=0.00137286


Tree=517
num_leaves=31
num_cat=0
split_feature=1 484 47 3 11 15 0 49 15 48 151 376 13 43 403 3 15 13 15 403 48 42 51 38 3 48 133 0 4 2
split_gain=0.463305 0.361558 0.327504 0.268336 0.323781 0.328113 0.318562 0.432244 0.322837 0.359956 0.294844 0.280466 0.314892 0.264457 0.404364 0.34646 0.37529 0.288865 0.266016 0.327774 0.262175 0.267505 0.290374 0.253208 0.246586 0.233118 0.225478 0.22435 0.222324 0.221842
threshold=0.10420500000000001 -0.0043499999999999988 0.084155000000000021 -0.11266 0.08184000000000001 0.079360000000000014 -0.10071499999999999 -0.088329999999999978 -0.095799999999999982 0.092250000000000013 -0.016164999999999995 0.048695000000000009 -0.14819499999999997 -0.078454999999999983 0.086810000000000012 -0.078669999999999976 0.041585000000000004 -0.003375 0.085120000000000015 0.097580000000000014 0.12862000000000004 -0.14127499999999996 0.13741000000000003 -0.08781499999999999 -0.067814999999999986 -0.088799999999999976 0.024320000000000005 -0.10209999999999998 -0.15534499999999998 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 5 26 7 -5 9 10 -9 12 -8 15 23 16 -14 -18 -16 -20 21 -2 25 -15 -17 -23 -3 29 -7 -12
right_child=2 3 -4 6 -6 28 11 8 -10 -11 27 -13 13 14 18 24 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011200661338319209 -0.00066897690710320001 0.00092871297698144545 -0.00017153602672982456 -0.0010949454583799607 -0.0010026539120639745 0.00076380647271033606 0.0003467178105455954 0.0011045808156647701 0.00058656473543955792 -0.001302168478465916 -0.001428302514024809 0.00050113771440934442 -0.0011290612160701481 0.00068733072524513467 -0.0013947721726827334 0.00099000742787077982 0.00061532719802676083 -0.00096815736428560893 0.0012610552443693321 -0.00067898059140217553 -0.00038649868054293292 -0.00035517604813725272 -0.00074721607052919325 -0.0013737992215399437 -0.00064867356367460558 0.00094478185701501766 -0.0002412706091784026 0.00086811063685628923 -0.001402730582610577 -2.4562734813693887e-05
leaf_weight=0.84335165881202812 0.29566498316125978 1.3705295399995518 2.897110694902949 0.58351820465759363 0.35679919816902828 0.13195079035358503 0.67784650437533756 0.40735053468961258 1.8480435966630457 0.44248456618515786 0.35298998572397944 0.52682934008771543 1.2279218784824486 0.11908411979675193 0.23925745539600018 0.51476833362539764 0.58447988852276467 0.345471266642562 0.33000946836546063 0.32655942132987548 0.62477843964006741 0.28849429276306304 0.24243389139883209 1.9825514813710494 0.26074005421833035 2.6322152696666294 0.40137577080167819 0.25905908743152406 0.27598701280658122 0.53196283124270849
leaf_count=520 18 69 234 51 88 12 24 17 104 30 24 45 359 5 75 42 62 117 6 106 41 23 20 1058 48 544 30 12 50 76
internal_value=0 -0.000246905 0.000181504 -0.00019467 0.000209683 0.00040812 -0.000283391 5.98537e-06 0.000173198 -0.00020994 0.000101589 -0.000462861 -0.000539709 -0.00064102 -0.000927803 -0.000347972 -0.000630817 2.70722e-05 -0.000155473 0.000296134 0.000431969 0.000579812 0.000696539 -0.00125701 0.000439053 0.000816378 0.000663686 -0.000255549 -0.000701947 -0.000584486
internal_weight=0 14.9409 6.9807 14.0976 2.53664 2.17984 11.5609 4.42541 3.84189 1.99385 1.55136 7.13552 6.60869 5.93084 2.99746 2.93338 2.15787 0.929951 0.895826 0.656569 4.08359 3.45881 3.16314 2.10164 0.775508 2.92071 1.77191 1.14401 0.407938 0.884953
internal_count=3910 3030 880 2510 249 161 2261 314 263 159 129 1947 1902 1878 1250 628 538 179 187 112 646 605 587 1063 90 567 99 112 62 100
is_linear=0
shrinkage=0.00137286


Tree=518
num_leaves=31
num_cat=0
split_feature=39 3 1 51 457 13 132 12 38 122 0 0 16 0 448 16 147 16 52 131 457 13 16 16 151 43 3 51 1186 1
split_gain=0.50255 0.459212 0.398747 0.361659 0.319365 0.342557 0.419466 0.34049 0.276261 0.285486 0.267552 0.259443 0.334882 0.254628 0.233958 0.230344 0.219887 0.187642 0.161783 0.195121 0.192025 0.167422 0.183642 0.399189 0.383888 0.341965 0.233664 0.214157 0.24501 0.231152
threshold=0.005105000000000001 0.30601500000000009 0.086245000000000002 -0.40274499999999996 0.082870000000000013 -0.094679999999999986 0.079995000000000011 0.081660000000000024 0.13905500000000001 0.089350000000000013 -0.07773999999999999 -0.084304999999999977 -0.15168999999999996 0.12007500000000002 -0.080249999999999988 0.31524000000000002 0.089090000000000016 0.31524000000000002 -0.0066199999999999991 0.097135000000000013 -0.14786499999999997 -0.086679999999999993 -0.083144999999999983 -0.084184999999999996 -0.093064999999999981 -0.50992999999999988 -0.13927999999999999 0.08482000000000002 0.085080000000000003 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 5 11 18 -8 9 14 -9 12 -1 -2 -5 -12 -6 -13 19 -7 -20 -22 23 26 -24 -26 -23 28 -28 -29
right_child=2 -3 3 8 16 6 7 10 -10 -11 15 17 -14 -15 -16 -17 -18 -19 20 -21 21 22 24 -25 25 -27 27 29 -30 -31
leaf_value=-6.8125388215417132e-05 -0.00093160345790543214 0.0006557126425796114 -0.0011152287821966061 -0.00098153934466497475 -0.00019242663353773162 -0.00082709516915036203 0.0010123329504365501 -0.00099325147404173372 -0.0011204834574996838 -0.00061356948563218974 0.00061241123244252366 0.00052934497110631413 -0.00095966536895702732 0.00045402685212530869 0.0008894925716254852 -0.0010902149057408063 0.00071374319032403407 -0.00034535532059727078 0.00076209753256939233 0.00015442985466340399 -0.0011017771260652624 0.0007859655007076622 0.00091422113046616803 0.00098441606343497635 0.00029076462087632209 -0.00083988097807565117 -0.000716980219974803 -0.0010927911181458888 0.00015637966889603841 0.00062166627915544355
leaf_weight=1.3777337824285498 0.56050633217091617 0.48770970065379415 0.17526389681734156 0.082936304155736829 2.8352587490808214 4.0348686348297713 0.32694727776106336 0.3635426246910356 0.11351343244314205 0.1932002156972884 0.40035622290452011 0.83679349021987082 0.76940321736037764 0.21501839952543378 1.4043608951178608 0.12132385629229248 0.35283168667228881 0.43770718801533803 0.13654933706857875 0.25216069869929914 0.56350887978624697 0.17993745094281699 0.17359652160667449 0.25486437842483267 0.34612141034450239 3.3214366871106513 2.5431595509580811 0.12347771208442271 0.44178371931775462 0.36320215137675405
leaf_count=116 74 139 10 3 164 853 40 134 4 13 56 55 117 14 341 28 65 9 9 33 214 34 8 24 20 842 387 54 31 19
internal_value=0 -0.000382435 0.000110036 0.000368954 -0.000407065 -0.000464872 -0.000540171 6.83104e-05 0.00051395 0.000624352 -0.000280354 -0.000157948 -0.000387599 -0.00054743 0.000785158 0.000216442 -9.21392e-05 0.000228943 -0.00059809 -0.000769362 -0.000511172 -0.000532092 -0.000490657 -0.000325396 -0.000658725 -0.000733178 -0.000416816 -0.000479157 -0.000587719 0.000186684
internal_weight=0 21.0443 2.7448 1.96927 20.5566 17.3685 13.9468 1.21217 1.79401 1.6805 0.885223 3.42164 2.14714 0.775525 1.4873 0.52168 3.18809 1.2745 12.7347 4.28703 8.44764 8.31109 7.74758 3.90642 3.84115 3.66756 3.65156 3.47162 2.98494 0.48668
internal_count=3910 3451 459 371 3312 3083 2786 258 361 357 218 297 233 88 344 84 229 64 2528 886 1642 1633 1419 549 870 862 525 491 418 73
is_linear=0
shrinkage=0.00108249


Tree=519
num_leaves=31
num_cat=0
split_feature=1 150 0 15 4 42 52 14 1373 1374 12 0 2 159 403 484 3 3 133 4 2 50 133 1374 0 15 4 16 39 48
split_gain=0.444692 0.448068 0.31373 0.295794 0.282736 0.349406 0.317394 0.277353 0.226796 0.260238 0.304251 0.179874 0.214924 0.204315 0.178371 0.204206 0.216665 0.245725 0.278531 0.2349 0.175185 0.233497 0.173033 0.183437 0.429016 0.221366 0.233606 0.276309 0.162285 0.245408
threshold=0.094485000000000013 0.075065000000000007 -0.060094999999999989 -0.24219999999999997 -0.49837999999999999 0.092635000000000009 0.10433000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 0.090585000000000013 0.15480500000000005 0.10679500000000001 0.089615000000000014 -1.0000000180025095e-35 -0.0043499999999999988 -0.084129999999999996 -0.15464999999999998 0.15580000000000002 -0.082509999999999986 0.12918000000000002 0.14026500000000003 -0.21767499999999998 -0.094679999999999986 -0.23029999999999998 0.088190000000000004 -0.026614999999999996 -0.087969999999999979 0.084535000000000013 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 7 6 11 -4 20 -3 10 -10 12 13 -6 -1 -16 17 -17 -19 -18 -2 -22 -21 -24 -25 -26 27 -27 -5 -30
right_child=1 8 4 28 5 -7 -8 -9 9 -11 -12 -13 -14 -15 15 16 19 18 -20 22 21 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.001103944466662217 -0.00057316006243772477 -0.0005462602543688204 -0.0011822775220685128 -0.00052201727881378212 0.00083635267942717354 -0.001086170665167986 0.00014417457081232856 0.0010891029659942746 0.0011668958808001223 -0.0010077784507816917 -0.00021850281975068945 0.0011714836932996992 -0.00069666670213175755 -0.00028028699326416393 -0.0012276791651407424 0.0001676629976737881 0.00055427135366651627 -0.0011554912243723788 0.00035585408076584129 -0.0012839722864938573 0.0012867445073424127 -0.0010014237369211732 -0.0010231543561335652 0.00078857017874574785 -0.00059063783883105483 0.00059866015043008635 0.00065682732570633833 -0.001279562576526939 -0.00029883022972204801 0.0012822393561961584
leaf_weight=1.0990099391856336 0.58372020938259084 0.32228993566241104 0.74417585448827617 4.6273607291222998 0.69254009937867811 0.33764047437580291 0.4756547772558406 0.42148860868473981 0.97422854664910097 0.14112542639486481 0.34540370298782364 0.32645187946036447 0.37641454732511181 0.42556186660658568 0.69467622155206932 0.33743505156599019 0.39433168910909078 1.8850310757406963 0.21893694746540848 0.38043187149741875 0.23132844848441891 0.10398785513825715 0.67472999403252742 0.50652565137715644 3.5990279289108171 0.20920174120692536 0.53673125570639946 0.31678134624962695 0.67233674696763035 0.20640052197268233
leaf_count=805 59 12 80 527 36 75 19 159 209 12 42 16 52 18 380 38 20 399 16 129 62 6 20 32 416 23 18 131 63 36
internal_value=0 -0.00014957 -0.000514479 -0.000297054 -0.000176962 9.88557e-05 -0.000665047 0.000237224 0.000416744 0.000629213 0.000804278 0.000318581 0.000132279 0.000411347 -0.000619546 -0.000564967 -0.000514148 -0.000837081 -0.000998222 -0.000395013 -0.000153466 0.000577141 -0.000455162 -0.000401199 -0.000320001 -0.000440454 6.81641e-05 -0.000532528 -0.00042713 7.25363e-05
internal_weight=0 8.62967 14.2313 6.84662 3.37844 2.15861 1.21983 1.34053 1.78305 1.46076 1.31963 1.82097 1.49452 1.1181 10.8529 9.75384 9.05916 2.4414 2.10397 6.61776 0.919037 0.335316 6.22343 5.843 5.16827 4.66174 1.06271 0.525983 5.5061 0.878737
internal_count=3910 1187 2723 912 296 197 99 286 275 263 251 122 106 54 2427 1622 1242 453 415 789 127 68 769 640 620 588 172 154 626 99
is_linear=0
shrinkage=0.00126831


Tree=520
num_leaves=31
num_cat=0
split_feature=1 52 0 47 15 48 1 44 50 4 52 3 4 403 51 0 15 3 0 9 4 0 160 150 52 10 12 50 1212 150
split_gain=0.62161 0.527509 0.437161 0.4134 0.624147 0.47145 0.45933 0.452666 0.417957 0.340576 0.51928 0.422383 0.524463 0.323364 0.341831 0.4271 0.300651 0.455636 0.412889 0.409729 0.353066 0.295403 0.283102 0.274208 0.332804 0.290929 0.259639 0.258752 0.280294 0.250094
threshold=0.094485000000000013 -0.42985499999999993 -0.060094999999999989 0.093315000000000023 0.035895000000000003 0.12862000000000004 0.11026000000000001 0.086480000000000015 0.14390500000000003 -0.49837999999999999 0.10433000000000002 -0.097214999999999982 -0.41745999999999994 -1.0000000180025095e-35 0.08955500000000001 -0.23029999999999998 -1.0000000180025095e-35 -0.084129999999999996 -0.077944999999999987 0.083710000000000021 -0.0031049999999999997 -0.10303999999999998 -0.51385999999999987 0.084800000000000014 -0.18817999999999999 -0.013164999999999998 0.091735000000000025 0.086465000000000014 -0.50114499999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 5 7 -6 8 22 10 -4 -11 -13 -1 15 -15 20 18 -18 26 -17 -8 -3 24 -22 -26 27 -19 -29 -5
right_child=1 3 9 29 6 -7 21 -9 -10 11 -12 12 -14 14 -16 16 17 19 -20 -21 23 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012066943579026367 -0.0015289980416346306 -0.0015494853155215075 -0.0014091417777569813 -0.0013126264150701364 -0.0012453798634534954 -0.00073853268812073018 0.001358039422032964 -0.0013000571890948041 -0.0015456067688758748 0.0010016961487260727 0.00054274269710148496 0.001427604576927809 -0.00086633625892601604 0.00075048668355117614 -0.0011965795840204617 -0.0012829214275211706 -0.0011595006898444703 0.00090344401368485988 0.0005718931397188183 -0.0015339185479086297 0.00085029544232153979 -0.00042024729966588418 0.0010900522340296628 0.00042166558241985567 0.00058186745051399017 -0.001108817895211549 -0.00045797002467688015 0.0012191725971152701 -0.0016352937488540128 -4.9570521386424799e-05
leaf_weight=1.158556937924003 0.40102430456317861 0.095425337320192649 0.67602665920276217 0.41952315298840437 0.74760098513797835 0.474017634987831 0.38844409782905132 0.2154996923636644 0.14933934621512879 1.4423776858602653 0.5833789364551194 0.31658593751490138 0.82753012306057139 0.84771766455378106 1.0281210965476919 1.4152922509820158 1.2849366407026535 1.7861919361748788 0.41983841682667833 0.26942645688541222 0.30010366131318789 0.47960311628412455 4.3050080818356937 0.7610479374998248 0.27288543432951029 1.6342455820995372 0.59624399134190742 0.12766524823382497 0.20748435839777801 2.545983629534021
leaf_count=805 143 13 80 26 105 14 18 13 14 64 19 9 124 39 187 447 196 152 41 28 45 52 587 52 3 288 99 9 36 202
internal_value=0 0.000174988 -0.000303789 0.000244572 0.00044912 0.000703104 -0.00037451 0.000846508 0.00094818 0.000141416 -0.000504994 0.000456164 -0.000231585 -0.00044518 -0.000364618 -0.000278419 -0.000374527 -0.000107859 -0.000733107 0.000248989 -0.000659946 0.000375522 0.00103281 -0.000362908 -0.000633426 -0.000866903 0.000425749 0.000674136 -0.00054797 -0.000228252
internal_weight=0 10.2215 15.9557 9.82045 6.85494 5.23929 1.61565 4.76527 4.54977 3.8459 1.25941 2.58649 1.14412 12.1098 10.9512 9.92308 9.07536 4.69179 1.70478 2.98701 4.38357 0.868047 4.40043 2.96828 2.20723 1.90713 2.71759 2.12134 0.33515 2.96551
internal_count=3910 1187 2723 1044 816 641 175 627 614 296 99 197 133 2427 1622 1435 1396 561 237 324 835 70 600 388 336 291 296 197 45 228
is_linear=0
shrinkage=0.00151575


Tree=521
num_leaves=31
num_cat=0
split_feature=1 4 2 0 4 49 130 39 51 3 15 3 1 132 13 4 47 12 151 47 1348 133 3 16 50 130 42 43 13 38
split_gain=0.0860261 0.149135 0.133662 0.165766 0.185058 0.128192 0.13075 0.124589 0.128462 0.119524 0.153582 0.129028 0.117723 0.116654 0.116651 0.180062 0.149372 0.134476 0.132751 0.146874 0.138168 0.13149 0.113849 0.11382 0.141707 0.110508 0.114154 0.168614 0.118713 0.109902
threshold=0.085990000000000011 -0.082054999999999975 0.10393500000000001 -0.070894999999999986 -0.00027999999999999998 -0.47013499999999991 -0.39032499999999998 0.005105000000000001 -0.40274499999999996 -0.083604999999999985 0.091195000000000012 -0.082304999999999975 0.086560000000000012 0.079995000000000011 -0.094679999999999986 0.0057500000000000008 0.096475000000000019 0.10333000000000002 -0.087654999999999983 0.086165000000000005 0.084620000000000015 -0.26719999999999994 -0.15327499999999997 -0.073459999999999984 -0.26936999999999994 -1.0000000180025095e-35 0.086700000000000013 -0.4045149999999999 -0.49820499999999995 0.13905500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 4 5 -3 -7 12 -9 -6 11 -11 -2 14 21 18 -17 -18 -16 20 -20 -14 -8 -21 -25 -1 28 -28 -27 -10
right_child=7 2 -4 -5 9 6 22 8 29 10 -12 -13 13 -15 15 16 17 -19 19 23 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0017909898240759043 0.0026154508635517718 0.0035166800554016255 -0.0030262987696803574 0.0018519025003900808 -0.002681590795344481 0.0023267901534297693 0.0026229784290914613 -0.0034791098159773401 0.002116040674472683 0.0030649509499338081 0.0032470699154507204 -0.00089940312437915716 -0.0034846995641722189 0.0018859306410711732 0.0011894932189165388 0.0006294050148804495 -0.0026636553893400524 0.0011033373603061543 -0.0028111359123354639 0.0033782364348922691 0.0026536186220370767 0.0014671562595266635 -0.0032724687549466132 0.0036192585814729763 -0.0034593288950891111 -0.0023624795954111941 0.0025508531268989896 -0.0023241500690078876 0.0015608440146522588 -0.00348617676305909
leaf_weight=0.26046261207738997 0.1870144422064185 0.043165868148207776 0.33956144857620518 0.26314705915501724 0.18258689296635566 0.059869993012399036 0.040943573229014985 0.059044619207270443 0.70637776831426879 0.11401954783286783 0.17666850960813463 0.65168247169822258 0.070516073516046163 0.30456869139015896 0.18859276814328074 1.519349367998075 0.36222087767964684 0.16216076757700648 0.9468618071714443 0.096107880439376459 0.058038979739649221 0.62662843345606223 0.71225254788077974 0.047568008303642273 0.11245768287699309 0.10022668726742257 0.11780274465854745 0.2910612561408924 1.0078218498456406 0.043967164121568203
leaf_count=165 31 2 320 60 72 3 3 10 358 14 13 240 19 127 39 190 91 18 537 12 16 166 852 1 82 3 11 133 318 4
internal_value=0 -0.000488718 -0.001016 -0.00071185 -0.00105237 -0.00225678 -0.00256329 0.000158054 0.00140356 -0.000135676 0.000357603 -0.000309077 -5.72558e-05 -0.000168452 -0.000317766 -0.000574013 8.33635e-05 -0.00149874 -0.0015008 -0.00190315 -0.00249551 0.000966277 -0.00295199 0.000420905 -0.0013552 0.000277831 0.00063306 -0.000919554 0.00120597 0.00178777
internal_weight=0 4.36127 2.5839 2.24434 1.98119 0.856232 0.813066 5.49148 0.80939 1.12496 0.942371 0.765702 4.68209 4.49507 4.1905 3.49336 2.04373 0.524382 1.44963 1.26103 1.0049 0.697145 0.753196 0.256134 0.160026 1.77738 1.51691 0.408864 1.10805 0.750345
internal_count=3910 2209 1579 1259 1199 860 858 1701 372 339 267 254 1329 1298 1171 986 299 109 687 648 553 185 855 95 83 630 465 144 321 362
is_linear=0
shrinkage=0.00343802


Tree=522
num_leaves=31
num_cat=0
split_feature=1 52 47 50 15 48 44 484 52 403 52 160 1 0 1213 14 16 3 0 3 3 4 15 12 474 2 151 4 394 3
split_gain=0.522465 0.390396 0.320661 0.27553 0.313363 0.335964 0.288752 0.263524 0.281502 0.262063 0.286221 0.254217 0.247967 0.238435 0.237584 0.244675 0.244372 0.421429 0.251583 0.384618 0.429483 0.350365 0.336051 0.356744 0.336642 0.330984 0.249419 0.248064 0.23973 0.225522
threshold=0.099115000000000023 -0.42985499999999993 0.08801500000000001 0.14061500000000002 0.035895000000000003 0.12862000000000004 0.093815000000000023 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.080899999999999986 -0.079684999999999992 0.11026000000000001 -0.10303999999999998 -1.0000000180025095e-35 0.077685000000000018 0.3935300000000001 -0.5217799999999998 -0.077944999999999987 -0.084129999999999996 -0.15464999999999998 -0.52333999999999992 0.083935000000000023 0.085775000000000004 0.084655000000000022 0.086545000000000025 -0.29526499999999994 0.05309500000000001 -0.081934999999999994 0.10223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 11 29 9 10 -9 -3 -6 -14 -11 16 18 -18 19 20 -16 -20 23 24 25 27 -25 -21 -22 -1
right_child=1 2 -4 -5 12 -7 -8 8 -10 14 -12 -13 13 -15 15 -17 17 -19 21 22 28 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012827602110774075 -0.0012772374450524628 0.0002428391497802731 -0.00012953079964627299 -0.0012905210719896649 -0.00083254881164952603 -0.00050780966768413662 -0.0010984515831402482 2.1829523273344957e-05 -0.001072072900132584 -0.0012718188439406104 -0.0011875084987161113 0.0010942600843247231 0.0011479944858981707 -0.00031965382551013479 0.0013077809009826244 -0.0012894075048975658 0.0013661340003523093 -0.0013140647771646106 -0.0012944820878091415 -0.0008720623089704864 0.00023713024051503885 0.00042017266077463896 0.00065478142798725805 0.0009131831201320905 0.0011493015672037509 0.00025964129533100235 -0.0011199896697018854 0.00024452313957397268 -0.0012032654661269734 0.00057395687297651153
leaf_weight=0.63331667013699444 0.29170410065853491 0.75747772608883757 2.7137426208355464 0.14734431263059367 0.45159581134794258 0.35335049917921413 0.12401161156594742 0.52465022641990799 0.57774735098064489 0.27412800434103246 0.7871417181013356 2.2098685545497569 0.33500475285109133 0.38009642635006458 0.15108509641140688 0.26133931920048858 0.11583449691534042 0.5093275221152006 0.2055468300241049 1.0554449917835889 0.22510267692268815 2.8453959736216383 1.0791587225394321 0.11121292668394744 0.39273733238223929 1.9184347883565349 0.76260382385225955 0.45935909927356977 1.0664872503257301 0.12620228074956685
leaf_count=497 127 106 219 16 36 14 7 80 294 219 710 443 18 49 6 45 2 122 18 53 26 206 59 7 23 102 134 14 247 11
internal_value=0 0.000162197 0.000218388 0.000416794 0.000471346 0.00066376 0.000797674 -0.000247592 -0.000206166 -0.000166914 -0.000703835 0.000876917 -9.67614e-05 0.000367898 -0.00010531 -7.6654e-05 -4.75708e-05 -0.000817458 -7.17484e-07 -0.000129729 -0.000715547 0.000304654 1.6517e-05 -0.00013004 3.69549e-05 -9.02894e-05 -0.000861222 -0.000533462 -0.000952228 -0.000974247
internal_weight=0 7.7642 7.47249 4.75875 4.61141 3.44471 3.09136 14.0823 13.3227 12.745 1.31179 2.96735 1.1667 0.715101 11.4332 11.1591 10.8977 0.625162 10.2726 7.22163 1.44268 3.05094 5.77895 4.69979 3.82598 3.43324 0.873817 1.5148 1.29159 0.759519
internal_count=3910 1035 908 689 673 570 556 2875 2367 2073 790 549 103 67 1283 1064 1019 124 895 671 279 224 392 333 192 169 141 67 273 508
is_linear=0
shrinkage=0.00126831


Tree=523
num_leaves=31
num_cat=0
split_feature=4 151 11 403 1456 1213 484 1425 480 151 52 133 1 16 4 52 2 12 4 13 49 43 3 2 42 12 15 34 1375 50
split_gain=0.486594 0.438001 0.401079 0.41412 0.403428 0.375859 0.356356 0.342855 0.334171 0.314131 0.300047 0.278699 0.317255 0.318954 0.276344 0.277561 0.370972 0.323617 0.402226 0.350521 0.27487 0.273151 0.2609 0.251833 0.352632 0.289407 0.286386 0.211761 0.307654 0.20396
threshold=0.27608500000000008 -0.27336999999999995 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073820000000000011 0.10625000000000001 0.08456000000000001 -0.08514999999999999 -0.42985499999999993 -0.26719999999999994 0.10113500000000002 -0.27337499999999998 -0.076329999999999995 0.11588000000000002 0.106285 -1.0000000180025095e-35 -0.49269499999999994 -0.013104999999999999 -0.085974999999999982 -0.24333999999999997 0.096385000000000012 0.089710000000000012 -0.09602999999999999 0.085325000000000012 -0.10312999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11901000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 9 29 10 -1 -7 -12 14 -14 15 16 17 -13 -19 -20 -16 -15 -23 25 -25 26 -22 -28 -29 -3
right_child=1 7 -4 4 5 8 -8 -9 -10 -11 11 12 13 21 20 -17 -18 18 19 -21 23 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0008196541722394438 -0.001177945508502485 0.00078195740121618105 -0.0010902196601212839 -0.00094955149707400888 -0.001274602681188286 -0.00084990763551756772 0.00029578144547083286 -0.0014513140072330648 -0.0012780603209996797 -0.001277125038934263 -0.00096001145248849023 0.0013460166348065895 -0.00046031005969373174 -0.00020020022406315381 -0.00080738834621788685 -0.00088404482060865932 0.0013104913944927835 -0.00094537698064324775 0.00078422136067651826 -0.00015625548101124302 -0.0013357288102633594 0.0010640293116431312 0.00032539367486600102 -0.0012837644346918166 0.00028561120008139792 -0.0011658488621223123 -0.0010334710061673652 -0.00067212736048024235 0.00048337127719453405 -0.00030866787193571042
leaf_weight=0.12769884063163761 0.26255260768812183 2.1917465463338885 0.7348418640322042 0.82333511390608194 0.3888154713058779 0.62744310399286263 0.4065254319430095 0.13215430220589031 0.32986167013586865 1.1500437839495194 0.43315205350519903 0.3328453610884029 0.65622239839285601 0.73222292819991741 1.0122837817180128 0.34352536377264176 0.51353825163096178 0.5586907742545012 1.1020654861349619 1.5122250572894871 0.29425585386345199 1.4098615036928088 1.6929499955149365 0.25052237728959914 2.8551496593572665 0.57462693643174123 0.27691267372577089 0.51675117161359496 1.3110866372588539 0.31554369325749565
leaf_count=12 20 401 160 320 241 200 60 4 190 828 149 12 30 24 96 26 18 38 52 108 31 169 108 50 208 162 30 50 97 16
internal_value=0 0.000384351 -0.000169776 -0.000136346 -8.16676e-05 -4.1354e-05 -0.000738504 0.000539756 -1.36947e-05 -0.00106757 1.08294e-05 4.38026e-05 7.10703e-05 0.000356771 -4.0952e-05 0.000210206 0.000303729 0.000156258 3.14519e-05 0.000240207 -0.00019547 0.000496584 0.000661016 -9.35774e-05 0.000159016 -0.000357386 -0.000163738 1.12983e-07 0.000156698 0.000644702
internal_weight=0 2.902 20.9675 20.2326 18.5483 17.725 1.68427 2.63944 17.3362 1.27774 17.0063 16.3789 15.9457 4.49126 11.4545 4.36289 4.01936 3.50583 3.17298 2.61429 7.09159 3.83503 3.10281 6.07931 3.10567 2.97363 2.39901 2.10475 1.82784 2.50729
internal_count=3910 441 3469 3309 2409 2089 900 421 1848 840 1658 1458 1309 331 978 254 228 210 198 160 724 301 277 628 258 370 208 177 147 417
is_linear=0
shrinkage=0.00126831


Tree=524
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 0 4 42 43 0 12 40 151 122 15 47 50 1 43 4 1186 43 133 1212 16 1374 52 52 16 4 15
split_gain=0.476427 0.416656 0.389983 0.318112 0.289196 0.303455 0.341601 0.32903 0.286863 0.273515 0.457089 0.306692 0.30244 0.286031 0.301407 0.28664 0.277837 0.383299 0.275887 0.252038 0.494811 0.334477 0.285957 0.250684 0.247947 0.24374 0.294192 0.2574 0.25478 0.31314
threshold=0.094485000000000013 -0.0043499999999999988 -0.42985499999999993 0.091520000000000018 -0.060094999999999989 -0.49837999999999999 0.092635000000000009 -0.46376499999999993 -0.23029999999999998 -0.071274999999999991 0.34489500000000001 -0.40391999999999995 0.10299000000000001 0.035895000000000003 0.093315000000000023 0.10976000000000001 0.14000500000000002 -0.074254999999999988 0.22584000000000001 0.085080000000000003 0.0016850000000000001 -0.0056849999999999991 -0.5172699999999999 -0.53257999999999994 -0.049459999999999997 0.16064500000000001 0.14114500000000005 -0.50763499999999995 -0.078094999999999984 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 8 7 -7 -6 24 10 -4 -11 13 14 15 -13 17 -16 -15 21 -21 22 -10 -19 -3 26 27 -23 29 -29
right_child=2 4 3 -5 5 6 -8 -9 19 11 -12 12 -14 18 16 -17 -18 23 -20 20 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013352659686981256 -0.0014455764797456601 -0.00033520718507608604 0.0011568069435205243 -0.0014455546270605358 0.00074824211139993819 0.00070386705036170065 -0.0010343936833899484 -0.0010455943116643694 0.0010153346168128865 -0.0014095932516554632 -0.0014670877203903198 0.00080867429253168497 -0.0014984818971423527 -0.00082382585015272039 0.00056435214733238279 -0.00099338402513775965 0.0010144994675380368 6.3095991522968918e-05 0.00062846991025488827 -0.0014471486073391222 0.0013525227284107246 0.00084413603667387899 -0.0012973850376268327 -0.0014389806979212541 0.001070242183534719 -0.0014205344537777346 0.0015359781390170283 0.00041626440573187232 -0.00061299337682302053 -0.0014486808758739345
leaf_weight=0.73908850456791597 0.30566220333275751 0.52175954729318619 1.1647045052959564 0.23371236585080701 0.30383025575429201 1.7680954808602138 0.26780355322989624 0.68370182550279457 0.11939666363468848 0.25445437652524372 0.1547231301665305 2.8144026977533945 0.20978727331385005 0.84971893318288472 0.64317015797132637 0.19410719524603326 0.42123924219049502 0.3702257201075555 0.39379939145874232 0.19101339284679841 0.40569755434989929 0.35172689415048441 1.3952299583033863 0.59737944419612177 0.51126443338580319 0.41727947129402299 0.17686381936073292 1.131827416844313 3.8266080970061092 0.22145849475054991
leaf_count=485 143 9 329 34 9 114 62 68 23 24 8 320 8 143 40 23 17 12 16 55 11 22 703 70 33 203 3 206 593 124
internal_value=0 -0.000289338 0.000145491 0.000204074 -0.000226457 0.000158745 0.000475215 -0.000493691 -0.00035209 0.000251862 0.000849115 0.000135087 0.000195614 0.00025217 0.000404159 0.000692407 -2.26063e-05 -0.000293823 -0.00036391 -0.000441441 0.000456319 -0.000511556 -0.00111508 -0.000864255 0.000360378 -0.000362333 -0.00028498 -0.000343202 -0.000423825 0.000111075
internal_weight=0 13.0326 8.60709 8.30142 12.2936 3.02343 2.0359 0.987532 9.27013 8.06771 1.31943 6.74828 6.49383 6.28404 5.04052 3.00851 2.03201 1.61078 1.24352 8.2371 0.596711 7.64039 1.51463 0.967605 1.03302 6.12576 5.70848 5.53162 5.17989 1.35329
internal_count=3910 2723 1187 1044 2238 253 176 77 1985 1010 337 673 649 641 482 343 139 122 159 1943 66 1877 726 82 42 1151 948 945 923 330
is_linear=0
shrinkage=0.0014343


Tree=525
num_leaves=31
num_cat=0
split_feature=1 50 47 401 484 1426 159 129 1212 40 48 51 42 157 14 3 376 2 4 3 48 15 52 3 0 16 4 15 123 4
split_gain=0.514824 0.323247 0.316773 0.302415 0.291517 0.276806 0.289717 0.262736 0.262056 0.253191 0.278411 0.344887 0.296245 0.291221 0.238306 0.255623 0.292105 0.362289 0.280084 0.342857 0.403508 0.284082 0.31538 0.230073 0.203646 0.218851 0.200512 0.186982 0.185605 0.184704
threshold=0.10113500000000002 0.088425000000000017 0.087850000000000025 0.083100000000000021 -0.0043499999999999988 -1.0000000180025095e-35 0.073745000000000019 0.093990000000000004 -0.50114499999999984 -1.0000000180025095e-35 0.12862000000000004 0.13605000000000003 -0.092964999999999978 -1.0000000180025095e-35 0.077685000000000018 -0.11266 0.048695000000000009 0.10705000000000002 -0.49837999999999999 0.084925000000000014 0.084500000000000006 0.088190000000000004 0.091715000000000005 0.10223 -0.11287999999999999 -0.089864999999999987 0.0066400000000000009 0.035895000000000003 0.11662000000000002 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 23 -2 9 14 -3 -7 11 12 -11 -14 15 27 17 18 -17 21 -21 24 -23 -1 -20 -26 -24 -6 -10 -15
right_child=2 8 -4 -5 7 6 -8 -9 28 10 -12 -13 13 29 -16 16 -18 -19 19 20 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011897245256443489 -0.0013038375746429812 0.00091365797282932384 -0.00012707741608104515 -0.0011015699836871889 0.00052813597815790038 0.0010045415012445264 0.0010576460290155681 -0.0011879719430244724 -0.0011839935486999203 -0.00077865878917457399 -0.00065986529735398999 -0.0010728099074147422 -0.00097332338266633114 -6.3583886805707648e-05 -0.0011852367445601586 -0.0012015288512097239 0.00065592391630274092 -0.00095311591900826666 0.00017017727311941048 0.00085798826376513122 -9.2809926825508253e-05 0.00070912768681156827 -0.0011776405874844229 0.001187163452516236 -0.0011955834106377452 -0.00036890128351575637 0.00067411963785734381 -0.00037850456129894216 0.001203195420136067 0.00085120346384743445
leaf_weight=0.51442815239715756 0.13220527200610366 0.10361400875262916 2.8790949524845928 0.44508533441694531 1.6200675909640225 0.56109688518336076 0.79653940218850028 0.2858516728156254 0.83502425844199102 0.25046432798262852 0.49163532955571998 0.22980804939288635 0.15659840975422623 0.37038880247564687 0.24864831613376814 0.30009355850051456 0.63898534653708416 0.73284916240663722 0.74894514176411853 1.0544754889560866 1.4630810322705654 0.77994072742876575 0.2572396249306621 0.062729027587920427 0.53077570667664398 2.5613200827138072 0.1167057235725224 0.38688800370437082 0.047246519476175308 1.6663279490312515
leaf_count=335 28 9 249 236 91 158 206 111 545 12 24 23 34 60 58 53 49 166 55 43 46 99 216 3 154 615 6 31 2 193
internal_value=0 -0.000202731 0.000178426 -0.000152741 -0.000118415 0.000367376 0.000416227 -7.83995e-05 -0.000849134 0.000279117 0.000150521 0.00029954 0.000428593 0.000566454 -5.06746e-05 -2.54671e-05 -0.000108247 -0.000165388 -9.14966e-05 -4.71552e-05 0.000305431 -0.000224867 0.000284963 -0.00093139 -0.000378024 -0.000510806 -0.000599719 0.00035336 -0.00105616 0.000684844
internal_weight=0 13.734 7.53416 12.7481 12.303 4.65506 4.52286 11.7259 0.985885 3.72632 3.16522 2.67359 2.44378 2.19332 11.44 11.1914 9.18441 8.54543 7.81258 7.51248 2.51756 4.99493 1.15389 0.577157 3.84104 3.0921 0.373945 2.00696 0.882271 2.03672
internal_count=3910 2923 987 2367 2131 738 710 1793 556 504 346 322 299 287 1682 1624 1502 1453 1287 1234 89 1145 321 338 824 769 222 122 547 253
is_linear=0
shrinkage=0.00117172


Tree=526
num_leaves=31
num_cat=0
split_feature=1213 475 472 0 4 52 52 133 43 160 403 39 1 38 1186 51 3 48 1 51 0 457 12 447 42 158 42 43 42 42
split_gain=0.0892408 0.0982347 0.0915181 0.0934061 0.153022 0.142309 0.133773 0.13116 0.134553 0.129875 0.127311 0.114077 0.122635 0.119905 0.111647 0.0986051 0.0971506 0.141623 0.124701 0.133608 0.124655 0.111068 0.105577 0.102747 0.0944141 0.112664 0.0919181 0.0905741 0.112654 0.144281
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.017269999999999997 -0.49837999999999999 0.10433000000000002 0.11588000000000002 -0.40071499999999999 -0.34918499999999997 -0.40446999999999994 -0.082404999999999992 0.005105000000000001 0.086245000000000002 0.13905500000000001 0.085080000000000003 -0.40274499999999996 0.16699000000000003 0.12675000000000003 0.10420500000000001 -0.097124999999999989 -0.17106499999999999 -0.066264999999999991 -1.0000000180025095e-35 0.084630000000000011 0.093785000000000021 0.097060000000000021 0.10056500000000002 -0.17307499999999998 0.092145000000000019 0.091330000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 5 -5 24 -4 -9 -10 -11 14 -13 15 16 -14 17 18 19 -12 -20 23 -23 -21 25 -6 -26 -24 29 -29
right_child=2 -3 3 4 6 -7 -8 8 9 10 11 12 13 -15 -16 -17 -18 -19 20 21 -22 22 27 -25 26 -27 -28 28 -30 -31
leaf_value=0.0041530770447987782 -0.0041295257150908626 -0.0033321192222421441 -0.0040599711879193345 -0.0030106846167287727 0.0037229137719610801 0.0013845916159932745 -0.00089305065804184687 -0.0027855125106755873 -0.0036640720148593538 -0.0034789416925125353 -0.0041374950032077324 -0.0025609828099104007 -0.0041474943141534158 -0.0041732068026477344 0.0027144162877122463 0.0034471216036780347 0.0019511104919182239 -0.0026367440053236047 0.002911031074807302 -0.0041661852501962224 0.00020658149846275337 -0.0041412811390280878 0.0030652847852657666 0.0041686305873477004 -0.0035971163245045192 -0.0012465712758773001 0.0030308927782267217 -0.00020717235085056108 -0.003583268405017354 0.0037370779840563643
leaf_weight=0.033771418035030365 0.094036548378423457 0.24831046648796373 0.14867700194735967 0.276514069730183 0.62342108795565276 0.22780064739345107 0.25740962518466404 0.31690639707448731 0.16470827224838736 0.17106016365505183 0.16222519874099539 0.09618431789567683 0.030785206006839871 0.0426701745018363 0.2390713397435319 0.49615891872599605 0.35202323035628058 0.4016119089355924 0.39081757114035998 0.19914083081493794 1.1089578000828622 0.10939268086803844 0.15299250205862192 0.02869073674082756 0.077453107500332408 0.088309862981986953 0.065460747500765137 3.1643236669952071 0.15674247946662934 0.16547311306931067
leaf_count=4 194 588 180 105 139 17 47 121 206 416 160 19 5 4 31 254 125 55 60 156 160 29 15 3 11 14 32 614 132 14
internal_value=0 -0.00243598 -8.68513e-05 -4.77201e-05 0.000856048 -0.00102532 0.00170925 -0.000228099 -0.000156437 -4.72837e-05 3.24818e-05 0.000114796 0.00173963 0.00246582 -4.83374e-05 0.00300343 -0.000151663 -0.000274209 -0.000105941 -0.000474549 0.000911318 -0.000325125 -0.000155481 -0.00311659 0.00249303 0.00310631 -0.000561201 -3.56802e-05 -0.000171753 -1.11642e-05
internal_weight=0 0.282082 9.80902 9.71498 1.61637 0.504315 1.11205 8.09861 7.94994 7.63303 7.46832 7.29726 0.665799 0.569614 6.63146 0.526944 6.39239 6.04037 5.63876 4.13898 1.49978 3.97676 3.74892 0.227832 0.854645 0.711731 0.142914 3.63953 3.48654 3.3298
internal_count=3910 592 3318 3124 365 122 243 2759 2579 2458 2252 1836 282 263 1554 259 1523 1398 1343 1123 220 963 804 159 196 153 43 775 760 628
is_linear=0
shrinkage=0.00411771


Tree=527
num_leaves=31
num_cat=0
split_feature=2 147 4 1456 52 147 133 159 474 15 11 401 1211 158 49 128 1 1 0 129 157 160 150 16 15 2 474 129 130 43
split_gain=0.0869002 0.0894951 0.0918268 0.0965382 0.0943782 0.133905 0.115653 0.113714 0.101859 0.149081 0.11906 0.0886469 0.0889752 0.0901461 0.0908681 0.0881633 0.0984303 0.160585 0.158162 0.104262 0.105459 0.0940744 0.11816 0.093192 0.0969784 0.0925273 0.215339 0.0877457 0.132083 0.116743
threshold=0.16971500000000003 -1.0000000180025095e-35 0.51224500000000017 0.075285000000000005 0.18936500000000003 1.0000000180025095e-35 -0.031394999999999992 -0.52106999999999992 -1.0000000180025095e-35 -0.26361999999999991 0.088315000000000018 0.10072000000000002 0.082530000000000006 0.085745000000000002 -1.0000000180025095e-35 0.11637500000000002 0.10386500000000001 0.11215000000000001 -0.19631499999999999 0.093990000000000004 -0.084354999999999986 -0.081069999999999989 -1.0000000180025095e-35 -0.064504999999999993 -0.10981499999999998 0.090815000000000021 0.084655000000000022 0.092795000000000016 -0.088449999999999987 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 -3 -10 11 12 13 15 -15 16 19 -18 -19 20 -11 25 -23 24 -20 26 -22 28 -24 -30
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 -12 -13 -14 14 -16 -17 17 18 23 -21 21 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030772682442423965 0.0025812961477200262 -0.0030653256371690409 0.0029612608241885818 -0.0024325203501158817 0.0020026162455393645 0.0029578852878991563 0.0012661185229685048 -0.0032619041306346866 0.0022540683010387813 -0.0025885239355842244 -0.0022337024167280446 -0.0030311400132079828 -0.0031367285296303666 0.0011606509944165973 -0.0025443631659880666 -0.0033310951477001265 0.0022352872377438852 -0.0024916044652835609 -0.00034731668701800197 -0.0032626971355345039 -0.0024992017535838012 -0.0027894336284922964 -0.0031093996456014981 -0.00042364033632629031 0.0026661747458148546 0.0029406087461186503 0.0026691704094573086 0.0030809024724243951 0.0017969600718216459 -5.7304047437375763e-05
leaf_weight=0.10795161365240069 0.12391860546267786 0.11323762137725779 0.10068992572996727 0.18961794068491222 0.067523463216275559 0.066124337958171964 0.068975341211626073 0.36882085183970126 0.30317054588158043 0.15405716886379117 0.25514427631424119 0.09902689621412708 0.090715443864610168 0.095713623057235964 0.25182880040119915 0.07492489041032957 0.59587280707637535 0.195360075776989 0.1684698460448999 0.1011979283302934 0.15640981832256518 0.15610559627020126 0.13812434478676472 0.41194546243059449 0.33312225346890034 0.23271756597387139 0.183609537416487 0.099461594189051428 0.38971954405860021 4.0795366624297902
leaf_count=31 96 110 142 290 45 6 35 308 102 153 81 186 195 38 227 39 125 26 29 96 62 46 70 91 58 37 40 5 62 1079
internal_value=0 -0.000146633 -0.000113475 -0.000146269 -9.94073e-05 -0.00137357 -0.00194036 -0.00254851 -1.55186e-05 2.4797e-05 -5.69947e-05 1.23585e-05 5.0466e-05 8.74475e-05 -0.001524 0.000162414 0.000197806 0.000880071 0.000151838 -6.57257e-06 5.2377e-05 0.000127225 -1.89108e-05 0.000717139 0.00165403 0.00136802 0.000291705 7.29755e-05 8.04203e-06 0.000104388
internal_weight=0 9.64918 9.54122 9.44053 9.25092 0.571444 0.50532 0.437796 8.67947 8.56623 8.26306 8.00792 7.90889 7.81818 0.347542 7.47064 7.39571 1.70477 1.1089 5.69094 5.58974 5.43568 4.86295 0.913538 0.501592 0.572737 0.340019 4.70684 4.60738 4.46926
internal_count=3910 3814 3783 3641 3351 394 388 343 2957 2847 2745 2664 2478 2283 265 2018 1979 329 204 1650 1554 1401 1262 178 87 139 102 1216 1211 1141
is_linear=0
shrinkage=0.00323683


Tree=528
num_leaves=31
num_cat=0
split_feature=9 2 160 1456 2 0 0 15 16 47 0 10 160 13 4 1 0 3 11 12 3 2 15 394 4 42 2 1 0 52
split_gain=0.0824658 0.0790349 0.13106 0.0972806 0.0931916 0.135761 0.105188 0.114026 0.149285 0.198237 0.131917 0.119868 0.112573 0.104885 0.101041 0.0927366 0.150415 0.147719 0.241192 0.127231 0.154843 0.163836 0.123683 0.121613 0.116968 0.195604 0.117096 0.114739 0.105985 0.0997088
threshold=-0.016839999999999997 0.086545000000000025 0.091575000000000017 -0.066614999999999994 0.086245000000000002 -0.13027499999999997 -1.0000000180025095e-35 -0.11739999999999999 -0.083564999999999987 0.09550500000000002 -0.07773999999999999 -0.012684999999999998 -1.0000000180025095e-35 -0.032264999999999995 -0.08422499999999998 0.085110000000000005 -0.060094999999999989 0.082730000000000012 0.082245000000000013 0.083175000000000013 -0.083604999999999985 0.10393500000000001 0.035895000000000003 -0.47621999999999992 -0.51381999999999983 0.092635000000000009 0.10869000000000002 0.078340000000000007 0.14676000000000003 0.16064500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -7 12 10 -10 -11 -9 -12 -14 16 19 18 -17 -5 23 29 -19 -21 -18 26 -26 -25 -28 -22
right_child=1 3 -4 15 -6 6 -8 8 9 11 13 -13 14 -15 -16 17 24 22 -20 20 21 -23 -24 27 25 -27 28 -29 -30 -31
leaf_value=0.0031511173756787487 0.0013088757789444176 -0.002782126491453461 -0.003328216225871664 -0.0032150015798151602 -0.0034319342484846454 -0.0030249943369147908 0.0021563282133052371 -0.003399329534532917 -0.0034083102793895687 0.003770556753119535 -0.0032991218590536788 -0.00046025224103717673 -0.003376918084534236 0.0013277750885690195 0.0012704220657271167 0.0027567269440235968 -0.0011347518431588399 0.00038333180574967943 -0.0010276718903085274 0.0027343314474697687 0.00090998793234889569 -0.003406347071516326 -0.0020308476959315079 -0.0033918582014597688 0.0028330555285704566 -0.002253027569624744 -0.0019151557041631325 0.0023587583003786606 0.0027484650530004572 -0.0034523783588757753
leaf_weight=0.087100647451733404 0.5012565682918656 0.13140260027102879 0.18375645928972506 0.23282362594181827 0.11068917571537884 0.23300855288289479 0.1456760233995732 0.074834212526184274 0.48753409733308395 0.095751531422138214 0.087342145563525264 0.36561030402663164 0.057264854925961117 0.15233611422445037 0.71332812233959164 0.6670143267620009 0.31264910371828591 1.8275456397241217 0.26729434780281736 0.050894308762508444 0.90036477798821668 0.12977930497436319 0.27688666773610737 0.36950402787988301 0.5233857124985688 0.15024853451905074 0.13795047593521303 0.043994817271595821 0.092066221404820681 0.063559284215443768
leaf_count=121 95 165 90 104 51 76 81 48 432 1 136 105 107 64 215 256 31 310 142 4 397 135 48 425 46 74 42 12 9 88
internal_value=0 -0.000139406 -0.000568019 8.32068e-05 -0.000400328 -0.000285169 -0.000616346 -0.000794516 -0.000538999 -0.00130811 -0.00240308 0.000417814 0.000542286 -0.000358332 0.000925066 0.000145482 -0.000273591 0.000560208 0.00167406 -0.000893999 -0.000547176 0.000144296 6.56907e-05 -0.00217568 0.000639918 0.00125393 0.00195331 -0.00278001 -4.85002e-05 0.000622342
internal_weight=0 9.38575 3.20839 6.17736 3.02463 2.91394 2.41269 2.26701 2.034 1.18857 0.727212 0.461362 0.845427 0.239678 0.770593 6.04596 3.00722 3.03874 0.934309 1.79092 1.5581 1.0937 2.10443 0.464393 1.2163 0.903651 0.753402 0.413499 0.230017 0.963924
internal_count=3910 3789 1501 2288 1411 1360 1265 1184 1108 738 632 106 370 200 322 2123 1367 756 398 1165 1061 620 358 441 202 171 97 437 51 485
is_linear=0
shrinkage=0.00336615


Tree=529
num_leaves=31
num_cat=0
split_feature=150 14 147 15 484 1 474 16 151 0 403 12 148 34 160 150 133 49 42 49 4 4 150 2 42 15 457 150 4 12
split_gain=0.376053 0.402065 0.379197 0.384586 0.365877 0.376654 0.452536 0.467521 0.358846 0.318762 0.386571 0.269783 0.293393 0.275064 0.291608 0.319424 0.3008 0.372667 0.303679 0.28822 0.404012 0.259039 0.363694 0.258696 0.256057 0.239582 0.232034 0.227026 0.223329 0.219612
threshold=0.082085000000000019 0.077685000000000018 0.088505000000000014 -0.074174999999999977 -0.0043499999999999988 0.12811000000000003 0.080165000000000014 0.081265000000000018 0.13635000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.11655500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22988499999999998 -0.090054999999999982 -0.0019649999999999997 0.08622500000000001 0.0068800000000000016 0.15927500000000003 0.0057500000000000008 0.086420000000000011 0.098195000000000018 0.082690000000000013 -1.0000000180025095e-35 -0.098834999999999992 0.12187000000000002 0.24280000000000004 0.083885000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 21 26 6 8 29 9 10 -6 12 -12 -14 15 -15 18 -18 -16 23 -21 22 -2 -19 27 -11 -1 -5 -7 -8
right_child=2 -3 -4 24 5 28 7 -9 -10 25 11 -13 13 14 16 -17 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096896967294774535 0.00063871699488384284 -0.0011124397073273428 0.0011529547273666436 0.00072211323631075344 -0.0011464165170898429 0.00015620579483601273 0.001072328776392953 -0.0010784571679085927 0.001077042805812166 0.0010881700078449632 -0.0011549889126780638 -0.0011919330499579484 -0.0010881424907125976 0.00072730635940578534 -0.0011618156954853343 -0.00097374485811136063 -0.00066145483132502175 0.00021379195795312377 0.00011682420452082191 -0.00085599047061201425 0.00047713637640386198 0.00082683299582718861 -0.00039907929873004834 0.0010498878054106182 -0.00099622665076722766 -5.4332135190411806e-06 -0.00090435661822129559 -0.00059750265889079888 0.0010628978713612483 -0.00019650884185276415
leaf_weight=0.096238505444489308 0.83878415357321523 0.57594561998848703 0.50753839156823222 0.3379670419380989 0.72962270144489494 1.2350615612231184 0.8622274751542125 0.21021412609843526 0.28036547949886959 0.30995404598070342 0.43333482387242384 0.40639530608314167 0.42164381005567797 0.17693008296191692 0.58469941664952674 0.88803211260528392 0.81059416837524256 3.0157317171979376 0.43140890914946795 0.72073623494361505 0.52522117178887129 0.94433709105942387 0.97697839222382754 0.59161089158442326 0.58306180435465649 1.9653476657549624 1.0803326525347134 0.3596615296555683 0.51423764666833438 0.23119243016117252
leaf_count=6 77 112 94 40 752 79 73 93 17 30 64 60 44 4 187 292 59 229 98 129 36 49 95 53 140 174 548 18 187 71
internal_value=0 -0.000162933 0.000211093 9.2792e-05 -0.000129832 -8.21933e-05 -0.000147164 0.000500488 -0.000215853 -0.000246031 -0.000337075 -0.000271509 -0.000228013 -0.000178826 -0.000129322 -0.000691137 -3.97548e-05 6.41523e-05 -0.000618944 0.000185343 -0.000294024 0.000335735 8.03265e-05 0.000350913 -0.000430791 0.000143543 -0.000751127 4.17869e-05 0.000422744 0.000804046
internal_weight=0 17.0971 4.54833 4.04079 16.5211 15.3446 13.5953 1.30363 12.2916 12.0113 9.73596 9.00634 8.59994 8.16661 7.74496 1.06496 6.68 5.66389 1.01611 4.8533 1.24596 2.7601 1.81576 3.60734 1.28069 2.2753 1.17657 0.697629 1.7493 1.09342
internal_count=3910 3397 513 419 3285 2731 2465 237 2228 2211 2007 1255 1195 1131 1087 296 791 506 285 447 165 221 172 282 198 204 554 58 266 144
is_linear=0
shrinkage=0.00115606


Tree=530
num_leaves=31
num_cat=0
split_feature=4 151 1213 403 11 484 150 475 52 3 38 124 13 4 13 0 42 133 1 34 131 0 133 150 1 159 457 454 160 2
split_gain=0.462487 0.346099 0.3166 0.328764 0.338192 0.32666 0.381181 0.263643 0.244438 0.246417 0.234912 0.363069 0.306132 0.267468 0.342106 0.24943 0.347928 0.292511 0.236185 0.228985 0.220641 0.203962 0.275862 0.203255 0.249287 0.211742 0.194125 0.264343 0.247241 0.239587
threshold=0.27020000000000005 -0.27336999999999995 -1.0000000180025095e-35 -0.084084999999999979 0.08184000000000001 -0.0043499999999999988 0.094545000000000018 -0.086004999999999984 -0.42985499999999993 -0.14539499999999997 0.11976000000000002 -0.048219999999999992 -0.094679999999999986 -0.23071499999999998 -0.084184999999999996 -0.017269999999999997 -0.11145999999999999 -0.10870499999999998 0.08844500000000001 -1.0000000180025095e-35 0.10695000000000002 -0.083674999999999986 0.085515000000000022 0.081245000000000026 0.11774500000000002 -0.11345499999999999 -0.0015249999999999997 0.085470000000000004 -0.089989999999999987 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 5 6 -5 -1 -7 -10 11 -11 18 -14 20 16 -16 -18 21 -19 -15 22 -13 24 -3 -26 27 -21 29 -28
right_child=1 23 3 4 -6 8 -8 -9 9 10 -12 12 13 14 15 -17 17 19 -20 26 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0012932747785735083 -0.0011946480787923736 -1.2081514589083014e-06 -0.0010966853556359606 -0.001043679792087356 -0.0010421651391985863 -0.00084825234612942923 0.00089563814385520599 -0.001197157133941439 0.00061331333141966459 0.00074550987722768155 -0.0012157561900924025 -0.001300772189730076 -0.00078509100627302216 -0.0012356335674518996 -0.0010244494401772386 0.0011442816983424319 -0.0012762697461198404 -0.0011423395437236774 0.00081498913307888701 -0.00092340017886571423 0.0011420276908302468 0.00047460999951437087 0.00019921389342805355 0.0012866923152084933 -0.00099367915787153954 0.0011369146168913546 -0.0012786704714488296 0.00065051336345314163 0.00023930879688774864 0.00092659648649055088
leaf_weight=0.07571517676115036 0.20325923874042962 1.2388048736029302 0.54963036140544019 0.96455635732855671 0.59222693089395662 0.55068035735167775 0.1961998390906956 0.70565696967242431 1.0219835597963634 0.95439910978894005 0.26450268039479929 0.337223935610382 1.0083263227134072 0.58423968199350085 0.57021633793192705 0.28202859614969256 0.27719951191101966 0.24986997770611452 0.97763338359072793 0.60577349920640511 0.070341235958039761 0.81477616867051339 0.47508908418240026 0.46111216934514221 0.083955116686412201 0.70614159597607684 0.33144595941121302 0.23953065415844321 5.8103761078382385 0.10415151115739718
leaf_count=4 20 119 431 487 154 214 21 579 65 151 19 41 77 189 86 16 147 30 84 68 6 24 23 100 7 226 161 9 338 14
internal_value=0 0.000396688 -0.000165628 -0.000131003 -0.000100292 -6.68718e-05 -0.000715882 -0.000955834 -1.83623e-05 1.21471e-05 -3.18721e-05 -9.00285e-06 -6.5534e-05 -0.000165218 -9.67229e-05 -2.84559e-05 -6.88471e-05 2.67764e-06 0.000322282 5.09703e-05 -0.00098013 2.62393e-05 -0.000423491 0.000526588 0.000353838 0.000910519 9.30181e-05 -0.000477406 0.000170217 -0.00075139
internal_weight=0 2.69327 18.6138 17.8324 17.2828 16.6905 1.16076 0.781372 15.5298 14.9791 13.9571 13.6926 12.7382 10.1335 9.12517 8.47059 8.18856 7.61835 2.60472 7.34115 0.654581 1.62709 0.812313 2.49001 2.0289 0.790097 7.09128 0.845304 6.24597 0.435597
internal_count=3910 472 3438 2855 2424 2270 508 583 1762 1548 1483 1464 1313 1141 1064 869 853 767 172 620 195 88 64 452 352 233 590 77 513 175
is_linear=0
shrinkage=0.00126831


Tree=531
num_leaves=31
num_cat=0
split_feature=1365 4 11 151 1211 14 47 1213 480 128 15 124 48 48 51 457 48 0 448 13 52 49 16 2 150 49 3 3 160 40
split_gain=0.0827796 0.0881915 0.12288 0.10698 0.0978302 0.0959928 0.108147 0.0888188 0.0889818 0.0886949 0.0907706 0.110342 0.0912682 0.0947162 0.104779 0.0988782 0.0923292 0.0965465 0.0895098 0.0931319 0.113713 0.102688 0.113147 0.128377 0.0963265 0.166179 0.153174 0.132881 0.101393 0.091684
threshold=1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 -0.46879999999999994 0.10976000000000001 -0.082704999999999987 0.08456000000000001 0.11637500000000002 -0.23033499999999998 -0.048219999999999992 0.09227500000000001 0.12649500000000002 0.13118000000000002 0.10184000000000001 0.092150000000000024 -0.230625 -0.083359999999999976 -0.094679999999999986 -0.42985499999999993 -0.080639999999999976 0.28937500000000005 0.086545000000000025 0.087235000000000021 -0.0090499999999999973 0.094625000000000015 -0.100615 0.086110000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 -5 -7 -1 9 10 -9 -12 16 15 -15 -14 17 -13 -19 21 -21 -20 23 -23 25 -22 27 -26 29 -27
right_child=-2 3 -4 5 -6 6 -8 8 -10 -11 11 12 13 14 -16 -17 -18 18 19 20 24 22 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.003378502160602352 -0.002252973543471184 -0.0030446599793698989 -0.0026762032234364068 -0.0010142554418685903 -0.0033821281079893344 0.0022806173827993495 -0.00084107660684632456 -0.0025267439356833695 -0.0033815100653686479 -0.0034555299425798693 0.0017398844644190164 0.0023053888004968132 0.00076468796508219277 -0.0026465854180703408 0.0009377270104415946 0.0034164684115701271 -0.00359033543264797 -0.0032425545224597733 -0.0019239659702059867 -0.0033887003272335876 0.0015111636267986807 -0.00021828252479362111 -0.0010079014863613425 0.0027064473265440881 0.0029888263872185059 -0.003386538884209987 0.0009186354152512236 -0.0033652451137646299 -0.0031299192119577917 -0.00013246558630145727
leaf_weight=0.091131222581677274 0.20022916289235659 0.074380620790179819 0.21825343119780871 0.18843323432884063 0.10265761413938879 0.63774885120801517 0.15735450238571502 0.15269392741538279 0.089044212436419801 0.083120250259525963 0.43907927484178522 0.18059182823344233 0.5405602098926463 0.1547514422563836 0.23152790634776466 0.22710503315829556 0.088604929391294607 0.10784226994291835 0.14553446620993782 0.13698456582824015 0.63282813592377207 0.25685036950016893 0.22226995270466432 0.50876872036315035 0.041752828808967024 0.10217558816657346 0.19727695931214839 0.36161870097566851 0.14629326741487592 2.7165582907164398
leaf_count=305 74 15 158 56 219 356 30 69 238 54 172 25 154 25 39 20 4 43 36 206 109 46 13 61 12 27 12 133 100 1099
internal_value=0 -6.12125e-05 -0.000179767 0.000855011 -0.000111298 0.00114993 0.00166282 -6.85506e-05 -2.96987e-05 9.18958e-06 4.71244e-05 9.99561e-05 -2.91092e-06 0.000863823 -0.000498222 0.00154919 -0.000173997 -0.00012142 -0.000200008 -0.000140011 -0.000365027 0.000720702 0.00111031 0.00172526 -0.000266373 -5.76597e-05 -0.00151656 -0.00270754 -0.000392495 -0.000250422
internal_weight=0 9.23379 8.17588 1.05792 7.95762 0.983537 0.795103 7.85496 7.76383 7.67479 7.59167 7.43897 6.9999 1.15394 0.386279 0.767665 5.84595 5.75735 5.57675 5.46891 4.33549 1.13342 0.987889 0.765619 4.1985 3.59786 0.600648 0.403372 2.96503 2.81873
internal_count=3910 3836 3379 457 3221 442 386 3002 2697 2459 2405 2336 2164 238 64 174 1926 1922 1897 1854 1698 156 120 107 1492 1335 157 145 1226 1126
is_linear=0
shrinkage=0.00337238


Tree=532
num_leaves=31
num_cat=0
split_feature=4 12 3 15 49 453 1456 158 0 2 42 133 1186 15 160 13 1212 122 43 12 13 1 49 43 4 16 394 402 52 1
split_gain=0.415592 0.32187 0.349443 0.335634 0.324276 0.290148 0.32738 0.253367 0.265873 0.402701 0.333976 0.281648 0.276263 0.349993 0.310895 0.28752 0.273712 0.235688 0.253447 0.292735 0.314037 0.266026 0.298735 0.35992 0.230021 0.293841 0.221431 0.204073 0.192226 0.178636
threshold=0.27020000000000005 0.084100000000000022 0.10666500000000002 0.085450000000000012 -0.22390499999999999 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.070894999999999986 0.10648500000000001 -1.0000000180025095e-35 0.058050000000000011 0.085080000000000003 -0.088379999999999986 0.031805000000000007 0.25430000000000003 -0.5172699999999999 1.0000000180025095e-35 -0.044024999999999988 -0.051479999999999991 -0.10547499999999999 0.091035000000000019 -1.0000000180025095e-35 -0.096174999999999997 -0.44477499999999992 -0.0090499999999999973 -0.47621999999999992 -0.50199999999999989 -0.088779999999999984 0.12058000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 17 -3 6 29 8 12 10 -10 -12 13 14 15 -6 -15 18 21 -20 -21 22 -1 -24 -22 -26 -18 -28 -13 -2
right_child=5 2 -4 -5 7 -7 -8 -9 9 -11 11 28 -14 16 -16 -17 26 -19 19 20 24 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0012902621595126634 0.00043020836959952499 0.00040118103504860006 0.0004018160504471935 -0.00085886521277153108 -0.00094058093984697758 -0.0008426146849045326 -0.00095181925567631466 -0.0012875104493770347 -0.0012925707153180047 -0.0011966641126825155 0.0006886209783031552 0.00074031541029537457 0.0003293706669404491 0.00085542412937402595 0.00065860741473323145 0.0012986571633111148 0.00081688156676437392 -0.0010572008578824683 -0.00086389966714921511 0.00088793273822202617 -0.0010471027446799525 0.00091734828083275691 -0.00034311347942569194 0.0010818589308650151 -0.00014719103506787587 0.00058701831097734177 0.00082858209277194021 -0.0011329246009401915 -0.0013038680709203509 0.0012070668017892189
leaf_weight=0.21449623093940307 1.6805486035591459 0.74281556218920997 0.98299186979420561 0.65521347773028615 0.66180190699378882 0.28316129313316185 0.22483966161962587 0.57345262409944542 0.20947002756292965 0.39909783737675741 1.2468322679342163 0.11088646398275159 0.48360249871620897 0.13363763244706506 0.497007235273486 0.10717847221530974 0.10379707143875183 0.28343120845966119 0.59506085154134591 0.6681447905721124 0.33859339175978398 1.1245547739963511 0.59390784174320277 0.54842860202188459 3.5275954461540069 1.1669031684869091 0.088141453627035182 2.6668033366004136 0.2224445609608664 0.66437656444031734
leaf_count=73 201 42 30 137 263 23 14 249 38 222 101 11 47 26 34 5 9 19 72 75 68 160 60 54 175 63 23 1304 78 234
internal_value=0 -0.000143375 -0.000312987 1.77463e-05 -0.000398187 0.00037587 0.000510135 -0.000477314 -0.000410278 -4.46347e-05 0.000212274 0.00041176 -0.000579047 -0.000682211 -0.00012319 -0.000628482 -0.000918716 8.11345e-05 0.000117891 -1.74045e-05 7.09475e-05 0.000461192 8.31261e-05 0.000341007 -3.75076e-05 3.53101e-05 -0.00100165 -0.00107017 -0.000623847 0.000650312
internal_weight=0 18.9463 9.22996 9.71633 8.24697 2.85293 2.56976 7.50415 6.9307 2.18873 1.78963 1.58016 4.74197 4.25837 1.26599 0.76898 2.99238 9.06112 8.77769 6.2963 5.70124 2.48139 1.35683 1.14234 5.03309 4.6945 2.85874 2.75494 0.333331 2.34493
internal_count=3910 3438 2482 956 2452 472 449 2410 2161 450 228 190 1711 1664 302 268 1362 819 800 453 381 347 187 114 306 238 1336 1327 89 435
is_linear=0
shrinkage=0.00126831


Tree=533
num_leaves=31
num_cat=0
split_feature=1 50 41 150 42 15 150 1373 1374 394 123 131 48 133 43 43 16 15 0 42 1446 2 160 52 133 133 15 12 49 4
split_gain=0.0803595 0.121447 0.118407 0.116894 0.129146 0.13341 0.113356 0.158344 0.152842 0.108208 0.126901 0.106466 0.105079 0.112899 0.194572 0.177915 0.154051 0.129045 0.113357 0.0989907 0.0926285 0.100322 0.0916212 0.0888077 0.090049 0.127747 0.0973528 0.119331 0.116601 0.188072
threshold=0.085990000000000011 0.078570000000000015 0.078535000000000008 0.093625000000000014 -1.0000000180025095e-35 -0.14676499999999995 0.075065000000000007 0.10700000000000003 -0.094679999999999986 -0.08070999999999999 0.088305000000000008 0.092000000000000012 0.089715000000000017 0.086975000000000011 0.12512500000000001 -0.019509999999999996 0.22945500000000005 0.088345000000000021 0.10302000000000001 -0.088669999999999985 0.091520000000000018 0.14808000000000002 0.085065000000000016 -0.42985499999999993 -0.26719999999999994 -0.17468499999999998 0.088495000000000018 0.129665 -0.006494999999999999 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 20 8 -8 19 -11 -10 13 15 -15 -7 17 22 -19 -1 21 23 -17 -2 -25 -26 28 -28 -27 -30
right_child=6 -3 -4 -5 5 12 7 -9 11 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0011050809092385085 -0.0035239554994158494 -0.0030646500378186821 -0.0035277487766769283 -0.003112056225343311 -0.0035879729433842228 0.001921066616426659 -0.00027111640638599252 -0.0032177701687100928 0.0025486584133453303 -0.0035286593769892128 0.0023335311630906363 -0.0023993908935952143 0.0020465986354289145 -0.0026748777150036088 0.0014006727485537708 0.0014455295428613061 -0.0036141843858262896 -0.003558986141079348 0.0036350139949059036 -0.0035270870039177103 -0.0035130193459637997 0.0026867363105975467 -0.0022700298864759606 -0.0034414102775586781 0.0033897089157692889 -0.0018490650623663365 -0.0025783898947803995 0.0026523770793601578 0.0018106916044539874 -0.00028156186791282624
leaf_weight=0.25124441695334099 0.094788056529069631 0.2118805181735296 0.13809287533513259 0.1643630930702783 0.10767294590914511 0.71213910121150714 0.46859566049533885 0.10097137093543995 0.80736829603847571 0.32547056201474456 0.052977340295910835 0.057472485073958524 0.40654013657695021 0.39206460790046538 0.22891997743863612 0.58405125935496272 0.15311645828842302 0.15924535271187779 0.032548189163208008 0.073595301875684527 0.09765854999932333 0.15849311000783917 0.095236199209466577 0.095434217266303523 0.13319088585558558 0.33031662016219643 0.33626820147401293 0.064062879187986255 0.77159419866439094 1.6935773879849803
leaf_count=51 160 324 85 105 61 140 28 15 279 531 4 29 84 349 19 174 34 131 1 104 60 96 12 55 26 50 273 10 211 409
internal_value=0 -0.000475125 -0.000333616 -0.000215652 -8.24816e-05 0.000247925 0.000182736 0.00102332 0.00134447 -0.00143154 -0.00270804 0.00221984 0.000397362 0.000112937 -0.00117247 0.000572649 -0.000364925 0.000206221 -0.00233813 5.56224e-05 -0.000136633 -4.69763e-05 0.000924608 -0.000170093 -7.72581e-05 1.91835e-05 -0.000121289 -0.00174134 0.000110712 0.00037331
internal_weight=0 4.08916 3.87728 3.73918 3.57482 2.87153 5.20979 1.43441 1.33344 0.703288 0.378448 0.864841 2.76386 2.35732 0.620985 1.73634 1.0242 0.871081 0.191794 0.32484 3.77538 3.67773 0.679287 3.51923 3.42444 3.32901 3.19582 0.400331 2.79549 2.46517
internal_count=3910 2209 1885 1800 1695 1005 1701 351 336 690 535 308 944 860 368 492 352 318 132 155 1350 1290 186 1194 1034 979 953 283 670 620
is_linear=0
shrinkage=0.00351258


Tree=534
num_leaves=31
num_cat=0
split_feature=1 484 150 1375 1374 149 14 51 0 4 3 2 4 16 3 48 2 12 132 0 16 13 13 42 44 40 47 50 48 42
split_gain=0.0796948 0.142161 0.113118 0.0980248 0.0963313 0.0995821 0.090222 0.0869935 0.156513 0.113031 0.125052 0.0946053 0.147877 0.128327 0.107789 0.0852818 0.0839853 0.0823139 0.131553 0.125169 0.132558 0.120073 0.0854341 0.0815048 0.0789071 0.102846 0.188016 0.110836 0.107433 0.123661
threshold=0.094485000000000013 -0.0043499999999999988 0.075065000000000007 -0.43271999999999994 0.09309000000000002 0.099660000000000012 0.077685000000000018 0.08955500000000001 -0.23029999999999998 -0.076329999999999995 -0.16059999999999997 0.11085000000000002 -0.49837999999999999 -0.008069999999999999 0.086245000000000016 -0.085784999999999986 0.14073000000000005 0.089995000000000006 0.12562500000000001 -0.084304999999999977 -0.083144999999999983 -0.13934999999999997 -0.012839999999999999 -0.088669999999999985 0.086480000000000015 0.028705000000000001 0.13206500000000002 0.11644500000000001 0.11379500000000002 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 5 -5 7 8 -3 11 -11 12 -10 14 17 -2 24 19 -19 21 22 -14 -21 -24 25 26 27 28 29 -17
right_child=2 6 3 4 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029588147124560544 -0.0026140261610570052 0.0021699871302171543 -0.0012615656165429943 0.0027283205856719465 -0.0025015134603478943 -0.0021856030698418566 -0.0033270084946082244 -0.001734361513892591 -0.0019321012588778628 0.0033429858193932778 -0.00084912412970595673 0.0025796704799310945 0.0033671852856259135 0.0018872407748325834 0.0034256930422234904 -0.0033645041721402699 0.0019449986631581504 -0.0033512516377046074 0.0032994646166976211 0.0032770312134587937 -0.0029681137624626044 -0.0033696884998546646 0.0023703507418705231 -0.0013195189747314776 -0.0025757402413067714 0.0026232058918065106 -0.0031723114650619492 -0.0030969521164399176 -0.001276366986612192 0.001013328768380062
leaf_weight=0.21817813830512012 0.13166992826154533 0.32141396067163341 0.12444198809680529 0.53807682935803303 0.04909286112524569 0.049147447189170634 0.10115441856032692 0.36333360045864527 0.31751777921454061 0.080413672374561318 2.3056191258783674 0.1884604325168765 0.035193013958632835 0.517561611060955 0.08571938518434763 0.074309269410152701 0.24706214987236297 0.1859006882605172 0.039352133142529055 0.19359285707469098 0.081331536475772626 0.16130115037867654 0.12146898608261836 0.14154251747095259 0.13066583337786131 0.15951604782821949 0.20045395036868274 0.10546697296012997 0.34132611019595049 1.3595563889630278
leaf_count=485 28 23 6 233 12 24 80 190 59 11 1074 17 2 61 3 9 129 231 5 27 151 262 17 25 30 37 41 67 50 521
internal_value=0 -0.000345232 0.000292965 0.00142073 0.00194529 0.00231705 -0.000236428 -0.000175603 -5.703e-05 -0.000217703 -0.000707842 0.000347556 0.000123855 0.000541525 -0.000124717 -1.90155e-05 0.00011148 -0.000441841 -0.00218936 9.41293e-05 0.000918631 -0.00216308 0.00161095 0.000384607 -7.95515e-05 6.60178e-05 -0.000129989 0.000194283 0.000389821 0.00078645
internal_weight=0 5.45906 3.51079 0.760759 0.636317 0.587224 5.24088 5.13972 4.77639 4.45497 2.38603 2.06894 1.88048 1.56296 1.0454 2.75003 2.61836 0.959683 0.225253 0.73443 0.537936 0.196494 0.456604 0.263012 2.37129 2.24063 2.08111 1.88066 1.77519 1.43387
internal_count=3910 2723 1187 275 269 257 2238 2158 1968 1945 1085 860 843 784 723 912 884 720 236 484 220 264 69 42 755 725 688 647 580 530
is_linear=0
shrinkage=0.00330452


Tree=535
num_leaves=31
num_cat=0
split_feature=158 31 1 14 50 50 401 376 51 129 3 42 33 9 47 3 41 12 3 52 12 43 2 0 1374 1 48 0 3 15
split_gain=0.0758513 0.081677 0.0765787 0.0937856 0.0864718 0.107578 0.131926 0.096768 0.110171 0.0891489 0.0942154 0.11411 0.0841582 0.138716 0.122052 0.132564 0.0840278 0.0853386 0.10349 0.0959702 0.0807589 0.0999421 0.119358 0.0904578 0.0860917 0.12719 0.126969 0.115509 0.145955 0.132796
threshold=0.11034000000000001 -1.0000000180025095e-35 0.10420500000000001 0.077685000000000018 0.10119500000000002 0.10030500000000002 0.083100000000000021 0.048695000000000009 -0.10748999999999999 0.093990000000000004 -0.15121499999999996 0.090085000000000012 -0.007134999999999999 0.091370000000000021 1.0000000180025095e-35 -0.13927999999999999 0.077300000000000021 0.10700500000000002 0.10420500000000001 0.17829500000000004 0.10129000000000001 -0.17307499999999998 1.0000000180025095e-35 0.12500000000000003 -0.094679999999999986 1.0000000180025095e-35 0.084500000000000006 -0.035699999999999989 -0.091594999999999982 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 10 11 -10 -12 14 16 -16 17 18 19 20 21 -14 -23 24 -24 27 -27 28 -26 -30
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0042498601795359836 -0.0036390893836325986 -0.0037273822647578888 0.00049118631882907827 -0.0042155606460415364 -0.0033754425406727169 0.0043135694289385806 -0.0039577676757684525 0.0022773651502548393 0.0039794339972477411 -0.0042220910513717106 -0.0042421079525638301 -0.00066546574647946533 0.0030598365070812509 0.0046242942317636952 0.0038196050405046021 -0.0035093728613359671 -0.0036450523716365312 -0.0042494986104202421 0.0021276553515064338 -0.0042197460944623953 -0.0042605598995544315 -0.0039922590715398155 -0.0016067882832018824 -0.0027104050171100668 -0.0042308559173914965 0.003805675657087346 0.00035940565621798986 0.0037289117485429014 -0.0012280047318532178 0.0015573360669759186
leaf_weight=0.076210562125194836 0.10585945229104332 0.15991467465573617 2.5972885367827985 0.10947543299698725 0.15623564563156822 0.090676681327749864 0.16693883732477832 0.26858394379087247 0.20765506777933929 0.094606995806316152 0.092388824239602374 0.16811081394553185 0.18752385773405045 0.10224199738877349 0.049770596146117896 0.336030304975793 0.11352994268236205 0.080687156560088513 0.39750970077875525 0.098075918760514358 0.076663747868224053 0.13190053983636163 0.36214437683520584 0.18929451973963285 0.15962406070684654 0.35847220584400918 0.39435852997121401 0.12603961047716339 0.66454791508840549 0.54908872999476444
leaf_count=110 167 199 758 100 357 4 255 59 54 105 22 17 29 5 7 185 45 89 40 164 39 158 46 15 98 32 33 8 324 386
internal_value=0 -6.95742e-05 -0.00010835 -0.000372632 -0.000299878 -0.000214475 -0.000288646 -0.000174556 -0.000303678 -0.000192854 -0.000114187 0.00190139 -0.000283629 -0.000200084 -0.000315458 -0.00256389 -9.24324e-05 1.43833e-05 0.000107487 -0.000136025 -1.08505e-05 9.3472e-05 -9.60254e-05 8.72821e-05 0.000289857 0.000594839 0.0020004 -0.000110924 -0.000463349 3.21741e-05
internal_weight=0 8.56559 8.48938 5.89209 5.78262 5.62638 5.5357 5.36876 5.10018 4.94027 4.84566 0.375766 4.46989 4.3775 4.27526 0.385801 3.88946 3.77593 3.69524 3.29773 3.19966 3.12299 2.93547 2.80357 2.61428 2.25213 0.752831 1.4993 1.37326 1.21364
internal_count=3910 3743 3633 2875 2775 2418 2414 2159 2100 1901 1796 71 1725 1703 1698 192 1506 1461 1372 1332 1168 1129 1100 942 927 881 65 816 808 710
is_linear=0
shrinkage=0.00419107


Tree=536
num_leaves=31
num_cat=0
split_feature=1213 1425 4 483 133 160 0 1 14 124 3 484 150 151 123 49 49 454 0 3 1374 47 1 0 15 15 3 1213 0 4
split_gain=0.0732119 0.0752153 0.102754 0.0884569 0.0776631 0.0921695 0.0864957 0.0770934 0.0884945 0.0867411 0.134574 0.081387 0.0976516 0.0809302 0.0731653 0.082891 0.117388 0.084014 0.100844 0.148277 0.115126 0.140912 0.115324 0.109174 0.13611 0.118114 0.119755 0.10824 0.105125 0.0972914
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 -0.26719999999999994 -0.40446999999999994 0.14676000000000003 0.10420500000000001 0.077685000000000018 -0.50873999999999986 0.16699000000000003 -0.0043499999999999988 0.10139000000000002 -0.40391999999999995 1.0000000180025095e-35 -0.085974999999999982 -0.14917999999999998 -1.0000000180025095e-35 -0.10071499999999999 -0.11266 -0.094679999999999986 0.081320000000000017 1.0000000180025095e-35 -0.091234999999999983 -0.088734999999999994 0.083935000000000023 -0.078669999999999976 0.045210000000000007 -0.11756999999999999 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 11 -9 13 12 -7 -11 15 16 -13 -17 20 -20 -19 22 28 -21 -25 26 -26 -27 -22 -28
right_child=1 -3 -4 -5 5 7 -8 9 -10 10 -12 14 -14 -15 -16 17 -18 18 19 23 21 -23 -24 24 25 27 29 -29 -30 -31
leaf_value=-0.0020250960257815957 -0.0033982534044483524 -0.0034831412411108526 0.0024970297399949993 -0.00193991049341227 -0.0022721755715311509 -0.003402069303199536 0.0016163539720486725 -0.00340677076088975 -0.003393987659726001 -0.0033689638260354675 0.0033924223936466378 0.00051723489511894076 0.0032131017097084755 0.00062397630289135549 0.0018178643833525882 -0.0034080059920129132 -0.0025995236987468935 -0.00080606285842502851 0.0014186294214853042 -0.0034013556487211783 -0.001551621987002625 -0.00064250443683297681 0.0030773768919890687 0.002195257792015719 -0.0034121540746324393 0.00081905098693369968 -4.0216051475154755e-05 -0.0033893444518062008 0.0019874277741618175 -0.0032412480099415727
leaf_weight=0.21602930855351488 0.14740710310070237 0.071406766432119961 0.18283635286206834 0.27573704661790532 0.18787212069037007 0.14886429031866821 0.05335706687765196 0.057916232850402927 0.091266749266651348 0.059748579573352667 0.20257453131853242 0.24013302664388902 0.030648185464087874 1.7850020236364792 0.25043176372128062 0.075744044668679567 0.32243869840749351 0.37202687747776497 0.48043930046332861 0.15418370042607166 0.15242890650551988 0.30648688225483056 0.50658419039973523 0.1981393236383141 0.27731246670191467 0.57940391801457736 0.48843264080824156 0.079112480088951997 0.25638573791001995 0.13889544061750558
leaf_count=592 196 94 211 284 257 295 4 7 66 17 103 32 4 398 90 32 58 16 93 75 27 24 45 50 254 243 75 171 32 65
internal_value=0 -3.46467e-05 -4.25275e-06 -6.20033e-05 5.74396e-06 6.16173e-05 -0.00206552 0.000122055 -0.000100392 0.000666156 0.000781374 -4.09635e-05 -0.00227266 0.000494651 4.11541e-05 -5.49847e-05 -0.00126914 0.000113023 0.000179867 -0.000257751 0.000837681 0.00133815 0.0020013 -0.000678219 -0.000439836 -0.00077385 -0.00156534 0.000313465 0.000667873 -0.00074895
internal_weight=0 8.17322 8.10181 7.91897 7.64324 7.44247 0.200764 7.2546 5.14936 2.10524 2.04733 5.05809 0.179512 1.84475 4.87858 4.62815 0.562572 4.06558 3.98983 2.39592 1.59391 1.22189 0.915399 1.91548 1.7613 1.56316 0.904641 0.658516 0.408815 0.627328
internal_count=3910 3318 3224 3013 2729 2529 200 2272 1747 525 518 1681 299 415 1382 1292 90 1202 1170 1026 144 128 104 933 858 808 394 414 59 140
is_linear=0
shrinkage=0.00337483


Tree=537
num_leaves=31
num_cat=0
split_feature=4 11 403 151 1456 1213 52 124 38 155 3 483 132 13 42 150 1 474 42 43 47 43 4 158 13 0 16 13 13 4
split_gain=0.288343 0.278132 0.299013 0.257392 0.254909 0.250944 0.228578 0.226177 0.387414 0.235705 0.220083 0.222768 0.194022 0.317863 0.237721 0.1836 0.234616 0.180923 0.178277 0.271451 0.191854 0.16763 0.288245 0.158451 0.17614 0.205734 0.304115 0.183218 0.157226 0.152996
threshold=0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -0.27336999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.040174999999999995 -0.048219999999999992 0.13219500000000003 0.10222000000000002 0.31335500000000011 0.088030000000000011 0.080815000000000012 -0.077504999999999977 -1.0000000180025095e-35 0.081245000000000026 0.11235500000000002 0.087505000000000013 -0.088669999999999985 -0.014114999999999997 0.11566000000000001 -0.49922499999999997 -0.51381999999999983 0.085745000000000002 -0.094679999999999986 -0.084304999999999977 -0.15168999999999996 -0.084184999999999996 -0.083924999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -4 -6 -1 8 -7 10 11 12 14 -14 18 16 -5 21 19 20 -9 -16 -23 24 25 26 -24 -26 -29 -30
right_child=3 -3 4 15 5 7 -8 9 -10 -11 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22 22 23 -25 27 -27 -28 28 29 -31
leaf_value=-3.3465116522340387e-05 -0.0012067859657391362 -0.0011295328711888111 -0.00097331415777228674 -0.00028057505165729588 -0.0013501336004746534 0.00092829207417339133 -0.0012715878949324123 -0.0013728829754979181 -0.0013706673193846686 -0.0013609650918616292 0.0013557742584797371 -0.0010957376275773528 -0.0010385226343988456 0.00098347425096187891 0.00114181263302437 0.0013621821754493564 0.00076367685143926233 -0.0010065377680332703 -0.0013621911076037556 0.00057490004218179055 0.00010591559294103882 -0.0014101421298087576 0.00074318441358856718 -0.00090466976645795015 -0.00082860702595989979 0.001051275986321225 -0.00077694544004747667 0.0011608925720741443 -0.00016912795527999875 0.0002924429632027996
leaf_weight=0.4496171585706179 0.16980945959221605 0.50130587750754863 0.52806679248896848 0.67768643720773869 0.25202558859018154 0.92111980673507143 0.67662939532601807 0.41999134071375011 0.15515817329287529 0.24239804904209528 0.20689825335284773 0.35416232898569511 0.17498606798471883 0.72179965866962525 0.24982527713290359 0.37899021868361149 0.91738013531721663 0.30079164413109616 0.37806304901459142 0.41003937026835025 0.25568413303699344 0.24673442447964333 0.55657885380787775 0.29308345685421944 0.45057572014774283 0.69357340503482923 0.4170632133318577 0.22691785707137402 3.2216531124577745 2.1820928167435341
leaf_count=108 20 160 320 56 241 157 792 106 15 92 49 180 34 62 12 98 267 125 157 30 10 26 31 59 181 28 51 10 347 86
internal_value=0 -0.000143355 -0.000110365 0.000383312 -5.61668e-05 -1.98374e-05 -0.000777308 5.79636e-06 0.00059687 -4.72041e-05 -2.01259e-05 -4.47651e-05 -1.153e-05 0.00058893 -6.37965e-05 0.000520093 0.000320012 1.94037e-05 -0.000566193 -0.000289014 -0.000813287 5.55469e-05 2.28047e-05 6.6771e-05 0.000103516 0.000491084 9.20311e-05 -2.73906e-06 6.33484e-05 1.72595e-05
internal_weight=0 15.4868 14.9855 2.14387 13.8593 13.3312 1.12625 13.0792 1.07628 12.0029 11.7605 11.5536 11.1995 0.896786 10.3027 1.97406 1.59507 8.83889 1.46378 1.08571 0.675675 8.5381 8.28827 8.04154 7.74845 1.66722 0.973642 6.08124 5.63066 5.40375
internal_count=3910 3469 3309 441 2409 2089 900 1848 172 1676 1584 1535 1355 96 1259 421 323 956 303 146 116 831 819 793 734 110 82 624 443 433
is_linear=0
shrinkage=0.00134594


Tree=538
num_leaves=31
num_cat=0
split_feature=393 1456 151 1425 4 11 475 1365 4 150 159 403 52 1213 49 12 52 133 133 159 133 124 15 47 9 13 15 4 52 2
split_gain=0.0717235 0.0732188 0.0928121 0.0701592 0.0805669 0.0965896 0.0719937 0.0729901 0.0870594 0.0974744 0.0941838 0.0905254 0.0856919 0.0774937 0.071094 0.151041 0.131876 0.148752 0.131094 0.0954332 0.0971576 0.0867073 0.106025 0.124495 0.122331 0.0859113 0.0756858 0.142683 0.079774 0.110016
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 -1.0000000180025095e-35 -0.079759999999999984 -1.0000000180025095e-35 -0.040174999999999995 -1.0000000180025095e-35 0.10513500000000002 0.088885000000000006 0.11401500000000002 -0.031394999999999992 -0.26719999999999994 -0.52106999999999992 0.092550000000000007 -0.048219999999999992 -0.11739999999999999 0.09550500000000002 0.083710000000000021 -0.080814999999999984 -0.095799999999999982 0.00096500000000000015 -0.11271999999999999 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 11 -10 -11 12 -3 -13 16 -16 18 -18 -15 -19 -21 -20 -23 24 26 -22 27 -24 29 -28
right_child=1 3 -4 -5 -6 -7 -8 -9 9 10 -12 13 -14 14 15 -17 17 19 21 20 25 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0037458288973359712 0.0011860365663683516 0.0001230684889456072 -0.0037490416912951633 -0.0038406203954966488 0.0025006348828385287 -0.0021153680848090728 -0.0034417039881095273 -0.002292441250804769 -0.0035598633312693066 -0.0030330922792171076 0.0026236625527525639 -0.0037353672545549534 -0.0034031862039086646 -0.0037589512051073664 0.0024416366105119987 -0.0037644648976595668 0.0031287483742630296 0.0032906120483253997 0.0023863253928756781 -0.0036289055649086264 -0.0037789713712751767 -0.0024404373924822496 0.0010088859758944995 0.0022482652301594758 -0.0033087976850033531 0.0028224318161243832 -0.0017640718661541851 -0.0029767397567653296 0.00071277387119867612 0.0028945498430560657
leaf_weight=0.074102486551054336 0.079749887210709858 0.18389269309955125 0.15844178193492453 0.065568979540330363 0.18022962108807394 0.29531480740115501 0.080803623359315568 0.17336861941294035 0.046403025917243212 0.045158763183280826 0.44204902117053269 0.070673875125065844 0.20056301457498094 0.10955997150631347 0.4012716234246908 0.063186042762026773 0.082012323939125054 0.039797810146410484 0.27935363847427552 0.37895154173020262 0.044679032565909438 0.19586973093464433 0.23935755623824517 0.44009192639714445 0.13685554236872111 0.071138577764941147 0.39380065053592206 0.26179200644037337 2.9093073032336267 0.085971748674637638
leaf_count=76 41 104 328 91 212 104 70 68 12 7 188 231 717 124 115 75 32 14 128 185 18 56 17 52 46 31 161 24 552 31
internal_value=0 -5.85423e-05 -0.00209671 2.77797e-06 3.48749e-05 -2.30562e-05 6.07152e-05 9.95095e-05 0.000157738 0.00160722 0.00209934 4.03364e-05 -0.00171651 0.000149212 0.000193976 0.00159734 7.899e-05 -0.00154997 0.000277801 -0.00226777 -0.00271487 0.000367285 0.000246328 0.000364134 0.00015823 0.000275804 0.000280198 -0.00107314 0.000480318 -0.000929281
internal_weight=0 8.15521 0.238192 7.91702 7.85145 7.67122 7.37591 7.29511 7.12174 0.533611 0.487208 6.58813 0.384456 6.20367 6.133 0.464458 5.66854 0.616579 5.05196 0.534567 0.494769 4.9424 4.66305 4.46718 4.02708 0.115818 3.89023 0.50115 3.38908 0.479772
internal_count=3910 3834 369 3465 3374 3162 3058 2988 2920 207 195 2713 821 1892 1661 190 1471 280 1191 248 234 1067 939 883 831 49 785 41 744 192
is_linear=0
shrinkage=0.00373103


Tree=539
num_leaves=31
num_cat=0
split_feature=484 1213 150 1 52 11 454 403 52 475 122 12 1 48 39 48 457 159 393 49 40 51 151 0 4 124 47 484 4 4
split_gain=0.334849 0.32645 0.313699 0.31041 0.265222 0.258797 0.256686 0.259178 0.31963 0.250982 0.239955 0.212891 0.249807 0.366808 0.349073 0.228788 0.20755 0.195672 0.183352 0.188683 0.164304 0.154879 0.153667 0.145285 0.142921 0.1406 0.1402 0.135332 0.135221 0.170931
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.094545000000000018 0.12811000000000003 0.18936500000000003 0.088315000000000018 -1.0000000180025095e-35 -0.084084999999999979 -0.42035499999999998 -0.086004999999999984 0.11355000000000003 0.11655500000000001 0.10386500000000001 0.12862000000000004 -0.063014999999999988 -0.088799999999999976 -0.098834999999999992 0.11600500000000001 -1.0000000180025095e-35 -0.085974999999999982 -0.0091899999999999985 -0.40274499999999996 0.087190000000000017 -0.22851499999999997 -0.34687499999999999 -0.088739999999999986 0.085165000000000018 0.094100000000000003 -0.49837999999999999 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 16 4 5 6 -3 27 -9 -2 21 12 18 14 -14 -16 -1 25 -10 22 -18 -5 -20 -23 -25 -17 -6 -8 -21 -30
right_child=1 3 -4 10 26 -7 7 8 11 -11 -12 -13 13 -15 15 17 20 -19 19 28 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00079278233614099851 0.0013747555953142363 -0.00095781903013148156 0.00088050954930750391 -0.00024846677592559784 -0.0011261805395252303 -0.00083043454339109678 -0.0012106431658216444 -0.00096882136147135743 -0.0013600603493812303 -0.0012056071738685405 -0.0012946792851579272 -0.0008211350654978391 -0.0012382966521945515 -0.00074757890972619177 -0.00043622959345130015 -0.00042801545769657391 0.00039895960658260224 -0.00014123990818300594 -0.0008162493904489553 -0.00047712282247507922 -0.0013027930861072591 -0.0011492595896540573 0.0003939623698478754 0.00018226096845770033 0.0012978613915030374 0.0013049784975248144 0.0002190667908890034 0.0012624302607653977 0.0011939983102972384 0.00018141689045842469
leaf_weight=0.11218420963268716 0.076844345778226852 0.45370042588910564 0.19580793383647677 0.24400881538167585 0.5995791718305562 0.65504288808733768 0.38581807196896534 0.47811736039875441 0.15767010110720292 0.62684170481952861 0.11455771466717113 0.39151627321553029 0.14843913144432086 0.33856813050806511 0.20899687171913806 0.089929747264251403 0.1147232061193787 0.2206030090455896 0.65971111861289866 0.53239484672666826 1.0108455085282939 0.058184290537610539 0.26790588418953121 0.27338364726165276 0.87920905830105689 1.5559919031074954 0.18381877479259856 0.044853770174086094 0.31716297287493311 6.6580124428437824
leaf_count=8 4 56 24 13 292 115 377 238 43 561 6 36 8 20 21 15 18 37 62 45 562 5 29 27 255 213 36 6 16 762
internal_value=0 -2.56108e-05 -0.000704403 1.40986e-05 -4.81395e-05 -4.10861e-06 3.78205e-05 7.40868e-05 0.000110874 -0.000923825 0.000583114 0.000155581 0.00018986 0.000559134 0.000758064 0.000900842 -0.00095513 0.00105055 7.97366e-05 0.000106649 -0.00112934 0.000730982 -0.000466727 0.000928371 0.00103325 0.00121029 -0.000810528 -0.000953077 0.000177494 0.000227459
internal_weight=0 16.6209 1.43356 15.9172 14.3478 13.5644 12.9094 12.4557 12.025 0.703686 1.56934 11.5469 11.1554 2.56253 2.22396 2.07552 1.23775 1.86652 8.59286 8.43519 1.12557 1.45479 0.927617 1.21078 1.15259 1.64592 0.783398 0.430672 7.50757 6.97518
internal_count=3910 3298 612 2733 2427 2099 1984 1928 1545 565 306 1307 1271 314 294 286 588 265 957 914 580 300 91 287 282 228 328 383 823 778
is_linear=0
shrinkage=0.00134758


Tree=540
num_leaves=31
num_cat=0
split_feature=1 52 1446 1373 150 1374 4 4 402 12 131 43 2 1186 158 42 14 475 39 47 0 3 43 52 2 160 51 1 2 2
split_gain=0.349849 0.324892 0.316219 0.330184 0.369619 0.311791 0.291504 0.311419 0.296484 0.315191 0.289036 0.279373 0.25399 0.252541 0.228523 0.216707 0.207376 0.230803 0.205603 0.309247 0.201282 0.286804 0.318327 0.247085 0.242463 0.363967 0.228397 0.209415 0.202186 0.276898
threshold=0.085835000000000009 -0.42985499999999993 0.091520000000000018 0.09586500000000002 0.075065000000000007 -0.094679999999999986 -0.15333499999999997 -0.51381999999999983 1.0000000180025095e-35 0.095295000000000019 0.092255000000000018 -0.15969999999999998 0.14808000000000002 0.085080000000000003 0.090625000000000025 0.087170000000000011 0.073890000000000011 -0.067819999999999978 0.005105000000000001 0.08801500000000001 -0.076734999999999984 -0.084129999999999996 -0.082484999999999989 0.048695000000000009 0.087005000000000013 0.092810000000000017 -1.0000000180025095e-35 0.083065000000000014 0.091025000000000009 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 12 -6 7 11 9 13 14 -1 16 20 -7 -9 17 -3 -19 -20 21 27 24 28 -23 -26 -22 -8 29 -24
right_child=1 2 -4 -5 5 10 8 15 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 26 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00024510493567045112 -0.0013463701047015284 0.00087822726728939177 -0.0014733215360728171 -0.0013263565423514301 -0.00011719516528983933 0.0012222868799086602 -0.0013607641661719336 0.00069802140897582451 -0.0014755631499848937 -0.0012643718210939225 -0.0010458690848257654 -0.0015428763963448579 0.0011562094554552409 0.00097688405408905108 -0.00071526597554471562 -0.0006014982385927094 -0.0014219898510687929 -0.00019338917766582048 0.0013731156360071452 -0.0001712777962422602 -0.0013398723692782939 0.0013401287378144511 0.00034271363915186655 -0.0015040204341435449 -0.0011544139674597618 0.001284860487304963 0.0005655425639247869 0.00094738404895683686 0.00045790936687342286 -0.0015008037675151519
leaf_weight=0.35782413277775049 0.34260739060118695 0.58723809105867442 0.26723642309662032 0.32056576077593568 0.85991669516079161 1.788638388796244 0.94246443972224347 1.3824226380675098 0.59706259620725166 0.76802773425879411 0.1471678772359154 0.39188671796000596 0.39722257282119233 0.33120398531900708 0.14052266883663822 0.34274894284317259 0.22673842692165624 5.5888476121763233 0.48528745930525452 0.64811367657966912 0.16161262040259317 0.3809164290141781 0.2917489536484934 0.48516603681491699 0.3279888551478507 0.21790458934265189 0.80688899438246364 0.092377873588702641 0.48918793514894787 0.43347740956232883
leaf_count=10 168 116 60 25 28 260 546 82 366 369 26 38 96 29 15 36 32 718 120 46 55 21 36 260 70 18 68 15 77 104
internal_value=0 5.74523e-05 9.943e-05 0.000136989 0.000180146 0.000623593 -0.000327952 9.77297e-05 -0.000494488 -0.000392243 0.000930392 -0.000689504 1.60217e-05 -0.000257224 0.00108115 0.000439839 -4.40759e-05 -1.33331e-06 -7.81694e-05 0.000489984 -0.00034551 -0.000502402 -0.000245377 -0.000621491 0.00044434 -0.000180727 0.000247588 -0.00115472 -0.000268915 -0.000759181
internal_weight=0 11.8001 11.4575 11.1903 10.8697 2.93625 8.80091 2.47488 6.32603 5.72897 2.07633 0.749711 7.93345 4.96094 1.92916 1.72517 7.53623 7.30949 6.72225 1.1334 4.62973 3.66123 2.62639 1.69958 0.92681 0.545893 0.968502 1.03484 1.21441 0.725226
internal_count=3910 1710 1542 1482 1457 329 2200 166 2034 1668 301 48 1128 1299 275 118 1032 1000 884 166 1270 1147 586 477 109 88 123 561 217 140
is_linear=0
shrinkage=0.00146298


Tree=541
num_leaves=31
num_cat=0
split_feature=31 1338 2 484 123 48 123 403 2 150 0 0 4 159 13 4 48 47 51 52 151 2 52 1446 13 13 0 48 48 1
split_gain=0.0726926 0.0724023 0.0778435 0.113293 0.113277 0.0994034 0.0986308 0.106039 0.115275 0.0929523 0.0906478 0.101912 0.132783 0.10214 0.0979219 0.0878591 0.0935842 0.152753 0.0972175 0.0876465 0.123294 0.122671 0.136341 0.0874487 0.0886942 0.100202 0.120894 0.117711 0.099239 0.167647
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.099015000000000006 -0.0043499999999999988 0.084425000000000014 0.11379500000000002 0.097335000000000019 -1.0000000180025095e-35 0.097135000000000013 0.10139000000000002 -0.230625 -0.069794999999999982 0.15927500000000003 0.10374500000000002 0.086705000000000018 -0.076329999999999995 0.08407000000000002 0.09550500000000002 0.12527000000000002 -0.089799999999999977 -0.076429999999999984 0.086650000000000019 -0.068164999999999989 0.091660000000000005 0.17936000000000002 -0.5337599999999999 0.076335000000000014 -0.086624999999999994 0.12675000000000003 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 23 6 7 -5 10 -2 -9 12 14 -13 15 -12 17 18 -17 -18 -21 -22 -23 24 25 -4 27 -27 29 -29
right_child=1 -3 4 5 -6 -7 -8 8 -10 -11 11 13 -14 -15 -16 16 19 -19 -20 20 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0035529659815163959 -0.0037017925543459812 -0.0038474535296158601 -0.0033272939698225233 -0.0022128727170518028 0.0028973361420553171 -0.0034106842155849628 -0.0037476696891799257 0.002530073952255546 -0.0026021966948369672 0.0034300744777909275 0.00060912494423684589 0.0017063814596847623 0.0015197592982644174 -0.0025640773493026997 -0.0037538048296545776 -0.0030842397996892904 -0.0023639652476850292 0.0020281817717135511 0.0030772446649849333 0.0024441016796042702 -0.0038617482341669947 0.0037705671844439938 -0.0016508814526178905 -0.0038256541059682233 -0.001763760329499034 -0.0028012019510091296 0.0029166368459464117 -0.00025084674180952038 -0.0011747775525297291 0.0023688661354498942
leaf_weight=0.07820569746036099 0.22225645054913723 0.074809041550907618 0.092956751104794733 0.31126370921356095 0.24130283429985855 0.13910581870732119 0.10768842621473584 0.23220181818032593 0.21933492876632943 0.029926704242825508 0.80622896279237322 0.75925376551823109 0.51774180679785775 0.09046483692509355 0.13380072242034646 0.57582932640070816 0.19197000726126134 0.11810384646742023 0.039493592668804922 0.28657832894532476 0.1294943972297915 0.11530799308093265 0.15963153391203377 0.076435655360910348 0.26991614719372581 0.1575273484777443 0.3059075388664495 0.69545120662769366 0.35312030495697388 0.7150576065396308
leaf_count=113 474 23 12 730 158 36 17 29 54 5 288 169 79 41 68 464 36 39 9 31 22 8 38 53 76 32 110 423 61 212
internal_value=0 -0.000127195 -9.28078e-05 -0.000371798 0.000404756 -0.000244842 -0.000152988 -7.03911e-05 8.20227e-05 -0.00285545 0.00022368 8.71964e-05 -0.000234686 0.00125173 -0.000590005 -0.00041527 -0.000926215 -0.0019292 -0.00268877 -9.31104e-05 0.000537755 -0.000813065 0.000622842 0.000179181 0.000297374 0.000537171 0.000698472 0.000345271 0.000626314 0.00107722
internal_weight=0 8.16816 8.09335 5.18568 2.90768 4.93349 4.79439 4.6867 4.37544 0.252183 4.1561 3.9239 3.07418 0.849719 2.55644 2.42264 1.61641 0.733427 0.615323 0.882982 0.691012 0.404434 0.27494 2.66637 2.58994 2.32002 2.22706 1.92116 1.76363 1.41051
internal_count=3910 3797 3774 2637 1137 2158 2122 2105 1375 479 1321 1292 1082 210 1003 935 647 512 473 135 99 68 46 979 926 850 838 728 696 635
is_linear=0
shrinkage=0.00379902


Tree=542
num_leaves=31
num_cat=0
split_feature=472 393 158 1373 31 1338 401 1429 4 133 52 147 133 42 1 47 16 41 448 40 1 51 49 133 8 15 0 0 1375 150
split_gain=0.0690389 0.0687643 0.0697688 0.0697168 0.0683412 0.0708229 0.0673763 0.0688341 0.101899 0.0788448 0.0804598 0.10173 0.093951 0.081697 0.107358 0.108244 0.0965112 0.10498 0.0835272 0.0828759 0.0798666 0.117765 0.0763792 0.121492 0.0768552 0.0800128 0.0831999 0.146632 0.122352 0.106344
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11034000000000001 0.11103 -1.0000000180025095e-35 1.0000000180025095e-35 0.10072000000000002 -1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 0.18936500000000003 1.0000000180025095e-35 -0.031394999999999992 -0.11403999999999999 0.12263000000000002 0.11896000000000002 -0.54165499999999989 0.078610000000000013 -0.083779999999999979 0.10611000000000002 0.10339500000000001 0.12342500000000002 -0.088329999999999978 0.089725000000000013 -1.0000000180025095e-35 -0.14676499999999995 -0.10071499999999999 -0.084304999999999977 -0.43271999999999994 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 -9 13 12 -12 19 15 16 -15 18 -18 -11 22 -22 23 -20 -24 -26 28 29 -27 -28
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 14 -16 -17 17 -19 20 -21 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0031319927319221081 -0.0031363676258233993 0.0031685914640316596 -0.0026768481625921623 -0.002795565853036907 -0.0021316232725832806 -0.0031606267506389079 -0.002780568166961738 -0.0019647355327388561 0.0029332640839595052 -0.0021622392400834005 0.0020889894440688263 0.002822111714914565 -0.0023514582248356521 0.0026185008436623953 0.0016478079973531708 -0.0026886224620895939 -0.0026889809513851461 -0.002268241180086956 -0.002101239435281026 0.0021754528949217478 0.001647119239013204 -0.0014318684095740747 -0.0032036324079677552 0.0013479954066527955 -0.0020209901300814715 -0.00085289525239690567 -0.0024855383788675665 0.00046100672576178609 0.0014324441415489301 0.00058838762735885465
leaf_weight=0.071338708097755332 0.069599829977960215 0.06787817740405433 0.095094383303148677 0.085159163529169635 0.13501691469173227 0.067767659915261791 0.081325061208190053 0.18097563089759194 0.12356824069138372 0.24303112223424239 0.054080330493889051 0.054690472083166242 0.33276826842120488 0.16025290181278062 0.51916557967342658 0.12699681014055375 0.093634899109019787 0.16868457905366074 0.33303870445524797 0.052248639054596424 0.74072771430655837 0.14502609567716718 0.061554336920380925 0.14229899988276884 0.1377540074608995 0.28450232231989492 0.33325002321907859 1.6702933773449369 1.1664945847114712 0.16393123873422155
leaf_count=195 76 110 161 18 140 23 192 207 156 127 19 6 343 67 177 39 27 66 65 3 176 11 4 16 86 12 456 739 134 59
internal_value=0 -4.42944e-05 -1.67785e-05 1.59621e-05 4.72968e-05 1.93204e-05 4.8033e-05 7.90186e-05 0.000119967 7.14517e-05 0.000124212 -0.00116677 -0.0017307 0.000211332 0.000287238 0.00016393 0.000228604 0.000158217 0.000235847 -0.0013947 0.000288729 0.00114299 0.000112478 -0.00106866 0.000259537 0.000316289 0.000405269 1.76085e-05 0.000984349 -0.001472
internal_weight=0 7.89081 7.82121 7.72612 7.64096 7.57308 7.50531 7.42399 7.28897 7.1654 6.98443 0.441539 0.386849 6.54289 6.24761 5.72844 5.60144 5.44119 5.27251 0.29528 5.17887 0.885754 4.29312 0.475338 3.81778 3.75623 3.61847 2.16747 1.451 0.497181
internal_count=3910 3715 3639 3478 3460 3350 3327 3135 2995 2839 2632 368 362 2264 2134 1957 1918 1851 1785 130 1758 187 1571 81 1490 1486 1400 1254 146 515
is_linear=0
shrinkage=0.00312461


Tree=543
num_leaves=31
num_cat=0
split_feature=474 4 42 42 160 403 151 133 123 1373 1365 1456 133 52 33 158 151 151 150 483 0 1 12 474 2 1 130 133 47 0
split_gain=0.0630523 0.0704897 0.0706776 0.119322 0.0914396 0.0935222 0.121229 0.0913134 0.113017 0.103892 0.0984534 0.0997283 0.0925425 0.108635 0.0884709 0.0939232 0.112356 0.118491 0.0996051 0.1167 0.0954682 0.110628 0.242508 0.0903593 0.0848725 0.0936099 0.0832779 0.0915886 0.119655 0.0879123
threshold=-1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 -0.085679999999999992 -0.10117499999999999 0.092300000000000007 -0.010684999999999998 -0.26719999999999994 1.0000000180025095e-35 0.099250000000000019 1.0000000180025095e-35 0.078920000000000018 0.093845000000000026 -0.42985499999999993 -0.007134999999999999 0.085745000000000002 0.056555000000000001 0.079335000000000017 0.08926000000000002 -1.0000000180025095e-35 -0.18901999999999997 0.12263000000000002 0.10058500000000002 0.087530000000000011 -0.081614999999999979 0.10471000000000001 -0.076814999999999981 0.084630000000000025 0.11566000000000001 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 5 6 -4 -6 9 10 11 12 13 -9 -15 16 18 -18 19 -16 -21 22 23 24 -22 -26 -2 28 -28 -29
right_child=1 -3 4 -5 7 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0026336775627427049 0.0016079588432570586 0.002225569704308674 0.00064744637790737172 -0.002751235211110827 -0.0027835964698469371 0.0032082113250432201 -0.0032471442721162922 -0.0034492300142368337 0.0024802410770424221 -0.0034911672735433454 -0.0031647412721501652 -0.0034634496071542392 -0.001109851924159273 -0.0024663415589973032 -0.0034812338229444476 -0.0016341123781292797 -0.0023355961198870873 0.00067487960166687613 0.0023698639701394781 -0.00063896336709095885 -0.0027010477057884518 0.0030994585271437911 -0.0028205937266561221 -0.0021329743735558236 0.0011800038434270541 0.0034553493823148537 -0.0026175464338922243 -0.0029835148357132812 0.00084329246134438483 0.0027161499232694042
leaf_weight=0.11236467782873649 0.22097108458001458 0.15958531263822795 0.14386604452738538 0.29396587453538792 0.1202914121950015 0.046907302021281794 0.27650092458861752 0.081873229677511428 0.25590931217448076 0.091709614687715546 0.10082333049831493 0.083416284471240831 0.47908903810639447 0.1122778328572166 0.07568352067210149 0.2073735286367081 0.26797099813120429 0.36651582142803818 0.51802540350399784 0.43778310116613228 0.059475304005900731 0.29041484113258764 0.19537377388951416 0.092504689300767384 1.6629073416825146 0.24570814540493291 0.3685178181003721 0.042135357209190261 0.17418648109014612 0.13372714699653443
leaf_count=145 52 212 58 490 66 7 329 151 189 24 49 186 293 28 64 129 17 74 160 50 19 67 54 41 437 37 335 76 18 53
internal_value=0 -3.71595e-05 -8.56557e-05 -0.000837993 6.37247e-05 -0.00140004 -0.00191426 0.000182779 0.000246217 0.000139733 0.000202832 0.000268424 0.000329547 0.000479009 0.000549975 0.0006266 0.000737895 -0.000596573 0.000974544 0.00073832 0.000845335 0.00110052 0.000843194 0.00119057 0.00134679 0.00147292 -0.000239371 -0.000807456 -0.00150675 0.00135055
internal_weight=0 7.60549 7.4459 1.2335 6.2124 0.467274 0.420367 5.74513 5.62484 5.36893 5.27722 5.17639 5.09298 4.61389 4.53201 4.41974 4.21236 0.634487 3.57788 3.05985 2.98417 2.54638 2.25597 2.0606 1.96809 1.90862 0.939538 0.718567 0.542704 0.175863
internal_count=3910 3765 3553 1024 2529 394 387 2135 2069 1880 1856 1807 1621 1328 1177 1149 1020 91 929 769 705 655 588 534 493 474 534 482 353 129
is_linear=0
shrinkage=0.00344089


Tree=544
num_leaves=31
num_cat=0
split_feature=472 15 481 31 2 1374 474 13 133 40 160 47 1 129 1452 11 160 403 13 4 12 123 133 2 2 13 13 52 132 2
split_gain=0.0597838 0.0595834 0.0591725 0.0610374 0.0620489 0.107941 0.0807093 0.0864183 0.0804756 0.0787007 0.123289 0.0885376 0.0952525 0.0771081 0.0759492 0.0758143 0.0742472 0.0821435 0.0750097 0.097447 0.0826454 0.0709913 0.0881868 0.077069 0.0992057 0.0694934 0.0839698 0.13711 0.0789386 0.111485
threshold=-1.0000000180025095e-35 -0.46970499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.084655000000000022 -0.021089999999999994 0.19121000000000002 0.028705000000000001 -1.0000000180025095e-35 0.13206500000000002 0.13084000000000004 0.087190000000000017 1.0000000180025095e-35 0.087830000000000005 0.089480000000000018 -1.0000000180025095e-35 -0.16277999999999995 0.24280000000000004 0.10129000000000001 0.086730000000000015 -0.081204999999999986 0.087005000000000013 0.087995000000000004 -0.5337599999999999 -0.10023999999999998 0.11588000000000002 0.081110000000000015 0.095995000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 9 -8 14 10 -7 12 13 16 15 21 17 -12 -19 20 -20 23 -23 -6 -25 -26 27 -27 -28 -30
right_child=1 2 -4 4 8 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 24 25 26 28 -29 29 -31
leaf_value=-0.0031251476186275615 0.0025661435420337151 0.0031579802105109185 -0.0031388458778308613 -0.0031688431188264237 0.0019627838625243211 -0.0028845640950548395 -0.0020161820658634992 0.0027230540916592951 -0.0029727841360051074 0.0021736034819877432 -0.0031228690361622224 -0.0030195603056399267 0.0024114349262479829 -0.0031569642299324567 -0.0025154093808934922 -0.0019260840509447682 -0.0030817740960388525 -0.0022324649815920854 0.00030342991700449417 0.0029391593469739164 -0.003179586954014736 -0.0024308091715707775 0.0030490505481464251 -0.0031416440252713257 -0.0021172351672548231 0.0017944983687449862 -0.00011964869140311302 -0.0015814756443263247 -0.0025019872304889315 0.0025802194860052858
leaf_weight=0.061536177987363661 0.084395875301197409 0.057450431080724118 0.060545257587364065 0.13638431361323489 0.23757194102654455 0.21125347865745547 0.049503190638461092 0.15315461374120776 0.079464997553259198 0.10218494551008905 0.079486307131447886 0.11434518061287224 0.1270892107131657 0.092529462026504805 0.098628162377281003 0.15049590931812407 0.083141149701987049 0.11739102462161111 0.96805511202819372 0.12893948325654503 0.071105170305600041 0.03435688237004797 0.16907851764699433 0.08788691797963144 0.12102452074759718 0.64882729859164223 2.696286686822531 0.14269751120809815 0.051612207244033814 0.22460863082960714
leaf_count=195 133 72 96 22 55 312 53 26 206 20 366 20 30 70 95 79 77 14 335 20 29 26 109 164 10 139 985 33 44 75
internal_value=0 -3.88688e-05 -6.90058e-05 -4.33146e-05 -6.894e-05 -0.000473602 -0.000313655 0.0015654 0.000138792 -0.000495378 -0.000632199 -0.000365197 -0.000183205 -0.000397239 0.000191817 0.000250315 -0.000220903 -4.66463e-05 0.000143567 0.000382352 6.51024e-05 0.00032452 0.00212359 0.000237596 0.000134434 0.000208545 0.000283325 0.00118587 4.29938e-05 0.0016306
internal_weight=0 7.37949 7.2951 7.23455 7.1771 2.43456 2.29818 0.202658 4.74254 2.09552 1.99334 1.78208 1.66774 1.54065 4.66308 4.56445 1.44812 1.36498 1.28549 1.1681 1.03916 4.41395 0.203435 4.21052 3.97294 3.88506 3.76403 0.791525 2.97251 0.276221
internal_count=3910 3715 3582 3486 3414 1394 1372 79 2020 1293 1273 961 941 911 1814 1719 841 764 398 384 364 1640 135 1505 1450 1286 1276 172 1104 119
is_linear=0
shrinkage=0.00311821


Tree=545
num_leaves=31
num_cat=0
split_feature=1426 15 50 480 15 3 1365 401 1374 48 48 51 158 50 13 13 52 1 151 403 151 14 48 123 133 13 49 1 52 2
split_gain=0.0572484 0.0629354 0.10926 0.0654078 0.0657568 0.0791534 0.0704487 0.0685259 0.0706166 0.0688414 0.0931986 0.0969314 0.086422 0.0914482 0.0791461 0.134425 0.110342 0.0887228 0.115533 0.112536 0.103067 0.112105 0.10801 0.103731 0.100904 0.0997988 0.0941725 0.0967637 0.0927785 0.0888405
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08456000000000001 -0.19153499999999998 0.31335500000000011 0.087320000000000009 0.10072000000000002 0.086000000000000007 0.092755000000000018 0.12649500000000002 0.12900500000000004 0.085745000000000002 0.10119500000000002 -0.5337599999999999 -0.45122499999999993 -0.42985499999999993 1.0000000180025095e-35 -0.083919999999999981 -1.0000000180025095e-35 0.056555000000000001 0.077685000000000018 0.084500000000000006 0.10400500000000001 -0.10870499999999998 -0.0010249999999999997 -0.047309999999999998 0.092010000000000022 -0.015039999999999998 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 9 12 -11 -12 13 14 -6 -16 -17 18 -18 -20 21 23 -22 25 -21 -19 27 -27 -28 -30
right_child=1 3 -4 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 15 16 17 20 19 24 22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0037448787652107685 0.0025317724858629114 -0.0021509572288468865 -0.0021019327835429969 -0.003660511247310021 -0.0037682607332477015 0.0036625660930834484 -0.0036899159633795127 -0.0036627058242344399 -0.0025380929399034602 0.0017609924602570597 -0.0026198682414336157 0.001245570247747426 -0.0022215916709101354 -0.0036653922227221627 0.0034060838948183165 -0.0036662823479705212 -0.0036913651680218532 0.0022320944447173498 -0.0036610711694488006 -0.0036677442309422459 0.0011165798976433172 -0.0035042497440197435 -0.0032854262300574207 -0.0031710244584272147 0.00022972547308398289 0.0036682749029896449 -0.0020019216316273214 6.835854413476139e-05 -0.00054747436880037484 0.0019593105370885773
leaf_weight=0.056160267124141572 0.28302790686757351 0.19968704876191612 0.089341591388802044 0.069017776454529556 0.070481384231242283 0.076852608093758934 0.070828479059855343 0.068418181404012901 0.14154506738486805 0.65356104479906185 0.16410491566057317 0.18323176506964955 0.24376478977410432 0.088859602120464731 0.16159480085480016 0.10607755202181568 0.13979956276307337 0.71132417296212391 0.11972258474725084 0.094012111527262632 0.12774352528504085 0.077558301873068447 0.1780643424281152 0.078065567315206752 1.552198470082659 0.22122218878939737 0.24446337080007641 0.18129697860786109 0.41778090639672871 0.34400693635689095
leaf_count=79 276 110 22 252 5 66 34 176 76 204 39 39 291 271 12 232 97 345 446 139 36 42 17 14 351 12 56 46 80 45
internal_value=0 -4.21957e-05 0.00142002 -0.000122441 -8.60826e-05 -2.28088e-05 -6.67906e-05 -2.64978e-05 1.29885e-05 7.16176e-05 0.000948359 -0.00058072 -9.85109e-05 6.80123e-06 7.44244e-05 0.000131384 1.61789e-05 0.000103231 -0.000494611 -0.000241541 0.00054457 0.000812141 -0.0014466 0.000964437 7.14802e-06 0.00111671 0.000553527 0.00204685 -4.38304e-05 0.000584536
internal_weight=0 7.15765 0.372369 6.78528 6.71627 6.51658 6.43973 6.3689 6.30048 6.15893 1.0009 0.347337 5.15804 4.91427 4.82541 4.75493 4.59334 4.48726 1.90573 1.76593 2.58153 2.27572 0.305808 2.19816 1.64621 2.12009 1.40877 0.402519 1.00625 0.761788
internal_count=3910 3831 298 3533 3281 3171 3105 3071 2895 2819 282 78 2537 2246 1975 1970 1958 1726 1033 936 693 640 53 598 490 584 239 58 181 125
is_linear=0
shrinkage=0.00365302


Tree=546
num_leaves=31
num_cat=0
split_feature=1 50 129 401 51 0 0 52 52 133 1212 457 3 1 15 2 0 12 0 133 43 1446 2 0 42 43 4 159 133 151
split_gain=0.298775 0.240902 0.232192 0.234527 0.232681 0.228478 0.272705 0.213831 0.208895 0.259775 0.204177 0.195441 0.204077 0.279605 0.219891 0.21965 0.199007 0.182692 0.178679 0.182022 0.177889 0.177832 0.189089 0.184354 0.177471 0.236722 0.220585 0.249488 0.16502 0.145987
threshold=0.10113500000000002 0.088425000000000017 0.093990000000000004 0.083100000000000021 -0.10748999999999999 -0.077944999999999987 -0.081964999999999996 -0.42985499999999993 0.11401500000000002 -1.0000000180025095e-35 -0.50114499999999984 -0.066264999999999991 -0.084129999999999996 0.083065000000000014 -0.008624999999999999 -1.0000000180025095e-35 -0.083564999999999987 0.091990000000000016 -0.089539999999999995 -0.0023199999999999996 -1.0000000180025095e-35 0.091520000000000018 0.14808000000000002 -1.0000000180025095e-35 0.093535000000000021 -0.24333999999999997 -0.51381999999999983 0.092630000000000018 -0.26719999999999994 -0.51118499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 11 -2 24 -10 -3 -6 13 16 18 -16 -13 -17 19 -14 -18 22 23 28 26 -26 -7 -28 -9 -30
right_child=7 10 -4 -5 5 8 -8 21 9 -11 -12 12 14 -15 15 17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0010104760740493582 -0.0012491653698367673 0.00092830420939462124 -0.0012644032027701536 -0.0011539879690455911 -0.0009524551518837179 -0.00086510245887782525 -0.0012504065305457737 -0.001201007622216836 0.001221965230600927 -0.0010670221967636986 -0.0011233865233218256 -0.0011811812859414761 -0.0012505503867408969 0.00059659414266847099 -0.001251686966583294 0.00073784253671450742 -0.0012534420857676174 -0.00048429981156778383 -0.0012640733709243532 3.1251942351747345e-05 0.0011809309409109708 -0.0012368942452490974 0.0010185006317746242 0.0011329228135391637 0.00061110017441901704 -0.00090681536213689366 0.00088889578145953543 -0.00028114277331781859 -0.001073778290660674 0.00018776583297963641
leaf_weight=0.3994787982082898 0.16235605793190178 0.084872090024873614 0.27917313791840648 0.32522593640897035 0.40175871728570012 0.15705638617510054 0.34538088695262636 0.14506569461082097 0.09871898649726063 0.34304677552427154 0.64446274379224711 0.68008826093500829 0.18380303050071001 0.26404504623496905 0.11151597346179198 1.2787590962325381 0.075583863246720284 0.22193771680758811 0.2035677707463045 2.5162747140129786 0.12025046756025026 0.13021778638358217 0.4360751436324789 0.28601919743232418 0.29627691232599318 0.34247678170504503 1.5044682371371902 0.34670986040146079 0.14662507991306473 4.335138683585682
leaf_count=199 115 9 127 231 113 14 236 25 7 98 547 351 91 55 21 193 44 24 82 178 9 29 136 116 6 99 165 24 18 548
internal_value=0 -0.000193606 -0.000145587 -0.000115015 -8.08527e-05 -4.17276e-05 -0.000175719 0.000157162 0.000236035 -0.000555515 -0.000884633 -0.000114444 -5.49165e-05 -0.000525026 6.37563e-05 0.000431987 -0.000863136 0.0005571 -0.000140699 -5.60045e-05 0.000241365 0.000198834 0.000233786 0.000164133 0.00036814 -0.000202752 0.000549722 0.000669758 0.000104245 0.000146493
internal_weight=0 11.2249 10.4956 10.2164 9.8912 9.49172 6.40297 5.6415 3.08875 0.441766 0.729335 6.05758 5.65583 1.13997 4.51586 1.61221 0.875923 1.5007 2.90365 2.70008 0.195834 5.47914 5.34892 4.91285 2.64699 0.638754 2.00823 1.85118 4.62683 4.48176
internal_count=3910 2923 2367 2240 2009 1810 1397 987 413 105 556 1161 1048 459 589 238 404 217 351 269 53 872 843 707 308 105 203 189 591 566
is_linear=0
shrinkage=0.00124344


Tree=547
num_leaves=31
num_cat=0
split_feature=123 39 42 132 147 123 133 124 3 483 1365 158 155 14 453 16 1213 475 133 4 453 41 1 51 157 49 151 15 33 133
split_gain=0.0586111 0.0619581 0.0822517 0.0768461 0.0697706 0.0760944 0.116772 0.0972443 0.0834213 0.0922302 0.0815801 0.0810262 0.0859954 0.0786981 0.0666821 0.072966 0.078229 0.0823634 0.0635879 0.0627502 0.0738374 0.0586433 0.0648889 0.102068 0.0857328 0.0792154 0.146676 0.0998317 0.0784257 0.0707796
threshold=-0.041524999999999992 0.18016500000000005 -0.11403999999999999 0.080815000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088724999999999984 -1.0000000180025095e-35 0.31335500000000011 0.088030000000000011 1.0000000180025095e-35 0.085745000000000002 0.10222000000000002 0.088250000000000009 0.089535000000000017 -0.54165499999999989 -1.0000000180025095e-35 -0.086004999999999984 -0.21767499999999998 0.28937500000000005 0.090755000000000016 0.078610000000000013 0.10420500000000001 -0.097124999999999989 -0.084354999999999986 -0.085974999999999982 0.13635000000000003 0.10043500000000001 -0.007134999999999999 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -4 7 -7 -6 9 10 11 12 14 -8 15 -9 17 -17 -2 20 -13 22 23 -18 -25 26 -26 28 -27 -30
right_child=1 -3 4 -5 5 6 13 8 -10 -11 -12 19 -14 -15 -16 16 21 -19 -20 -21 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.0020167073285986764 0.0022442927635172526 0.0028176810228193417 -0.0026483252077948447 0.0019939496993556811 -0.0026597092117819896 -0.0022805650732413358 0.0021672311223530634 0.0021420300585966311 0.0027805399418315262 -0.0019243715147420298 -0.0027961542952778199 -0.0027907837353073153 -0.0027848471258294133 -0.002797549323341573 -0.0027966427812476449 0.0027917161699783557 -0.0027825396437911295 -0.002780004563266584 -0.002656902991864054 0.0027967557846994926 0.0028327955136108296 -0.0013847004704314648 0.00083981257191907048 -0.0027997100602901101 -0.0018401984086070262 -0.0026027829696426935 0.0019827547637592986 -0.0028023494773500536 0.00066715784760023754 -0.00045492800952451253
leaf_weight=0.103812892377391 0.022524204596265918 0.056210485061455873 0.078344150995690032 0.039433464648027439 0.11144142650300626 0.064591431779263075 0.31851860707865842 0.13946479496735165 0.079431499712882103 0.20202945429900854 0.080186842598777619 0.1676160718243408 0.079113331268672371 0.026633633766323328 0.059312868936103658 0.024411699734628201 0.094982660573805666 0.12503981783720508 0.21386243417873618 0.021688936816644855 0.020132727921009064 0.18078337558472402 1.0382706614327615 0.075339650190472507 0.32554995648024609 0.064944912621287876 0.10129951941780746 0.076052781196267349 2.5680520909845641 0.52046660985433835
leaf_count=41 21 30 27 23 41 26 286 59 110 276 41 253 165 7 14 4 132 469 171 6 1 90 207 141 77 15 7 157 696 317
internal_value=0 -8.35253e-05 -0.000107093 -0.00159173 -4.54567e-05 -1.43967e-05 0.00114337 -9.14628e-05 -4.41099e-05 -8.17253e-05 -1.71257e-05 2.20896e-05 8.69006e-05 0.00178412 0.00012902 0.000161549 0.000108383 -0.00186991 -0.00218989 -0.00167157 -0.00218775 0.000166979 0.00022464 5.77289e-05 0.000130022 0.000190389 -0.000932939 0.000338861 0.000414618 0.000478068
internal_weight=0 6.97573 6.91952 0.27582 6.6437 6.56536 0.409744 6.15561 6.04417 5.96474 5.76271 5.68252 5.47308 0.345152 5.39397 5.33466 5.19519 0.149452 0.236387 0.209438 0.187749 5.04574 4.86496 3.82669 3.73171 3.65637 0.426849 3.22952 3.15346 3.08852
internal_count=3910 3869 3839 215 3624 3597 319 3278 3237 3127 2851 2810 2550 293 2385 2371 2312 473 192 260 254 1839 1749 1542 1410 1269 84 1185 1028 1013
is_linear=0
shrinkage=0.00277457


Tree=548
num_leaves=31
num_cat=0
split_feature=403 1456 1213 133 123 52 1456 1 13 128 160 456 13 1375 133 151 4 16 0 52 0 12 1186 3 1 151 457 52 1375 2
split_gain=0.209308 0.212578 0.208648 0.201243 0.239225 0.208244 0.202118 0.188079 0.183066 0.172235 0.160448 0.16403 0.159437 0.155395 0.153167 0.149156 0.144722 0.298016 0.246266 0.351433 0.236034 0.198587 0.156711 0.169551 0.362738 0.157709 0.212226 0.167714 0.162324 0.173387
threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.082704999999999987 -0.26719999999999994 1.0000000180025095e-35 -0.42985499999999993 0.075285000000000005 0.11561500000000001 0.28269500000000009 0.086435000000000012 -0.10117499999999999 0.087535000000000016 -0.15355999999999997 -0.012944999999999998 -0.031394999999999992 -0.035524999999999994 -0.49837999999999999 0.28937500000000005 -0.07773999999999999 0.11401500000000002 -0.082074999999999995 0.092365000000000017 0.085080000000000003 -0.084129999999999996 0.076710000000000014 0.079335000000000017 -0.0034949999999999994 -0.092084999999999986 -0.43271999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 15 -3 -4 5 -5 7 9 -6 10 13 16 -1 -7 -15 -2 17 -12 20 -20 21 22 23 24 -18 26 -25 -28 -29 -30
right_child=1 2 3 4 8 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 18 -19 19 -21 -22 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=0.00086321128105561673 0.00020971071288684132 -0.0013495844852144227 -0.00088017683264251763 -0.0010419892388806742 0.00086948519296442973 0.0010320429080775387 -0.0011433207246529847 0.0004636595105043358 -0.0013727654558418915 -0.0012231924236924591 -0.0013672635935511341 -0.00087097789059063335 -0.0012485526751093506 0.00043152023639851119 -0.0012138312336212535 -0.0013569795703046689 -0.0012028676592186875 0.00056780644291385134 0.00072262976800986862 -0.0011337889744272576 -0.0010887090497883826 -0.00068487621469646499 0.0011311000007940477 -0.00090782760126558316 0.0008415388546114469 0.0010356806206559045 -0.00083211977515047688 -0.00035750631371642009 -0.00026394744687521272 0.00058825319986911969
leaf_weight=0.076627952366834506 0.15856287420319859 0.20466387636769923 0.43631245010328079 0.33859619444774125 0.87609484817221606 0.090458088932791725 0.26105299207120047 1.733248834934783 0.071332633728161454 0.20971638451737895 0.34229212425997246 0.3330468052299701 0.41841909843060499 0.13066356562194414 0.47542514484665943 0.36006747249848281 0.46967281349496826 0.24910354427993298 1.866837543355395 0.2050206859858007 0.33907043137151038 0.57556946120166674 0.27804125132388424 0.33658465924962166 0.23633303914539283 0.36797596511314612 0.26001720858038346 0.58083420433102295 0.53526735666672554 2.2526938320880268
leaf_count=10 41 297 220 286 295 14 216 299 6 81 40 67 453 27 193 325 164 6 209 35 112 73 25 41 48 35 29 15 30 218
internal_value=0 -3.17578e-05 -5.33886e-07 1.93995e-05 4.86576e-05 -8.8947e-07 2.81743e-05 5.39432e-05 0.000700664 -1.61275e-05 9.37818e-06 5.63939e-05 -0.000921674 -0.00061352 -0.000859118 -0.000877989 9.11153e-05 -0.000552187 0.000136931 0.000538928 3.28592e-06 6.61171e-05 0.000147406 9.31322e-05 -0.00051851 0.000192783 0.000114564 0.000209395 0.000289783 0.000424637
internal_weight=0 14.5746 14.0559 13.8513 13.4149 12.4675 12.1289 11.8679 0.947427 10.1346 9.92491 9.22836 0.495047 0.696547 0.606089 0.51863 8.89531 0.591396 8.30392 2.07186 6.23206 5.89299 5.31742 5.03938 0.706006 4.33337 3.9654 3.62881 3.3688 2.78796
internal_count=3910 3447 3081 2784 2564 2263 1977 1761 301 1462 1381 1147 463 234 220 366 1080 46 1034 244 790 678 605 580 212 368 333 292 263 248
is_linear=0
shrinkage=0.00134594


Tree=549
num_leaves=31
num_cat=0
split_feature=2 123 484 403 132 13 13 49 16 43 453 12 150 147 133 1374 0 0 457 3 131 133 16 3 129 2 133 52 160 1176
split_gain=0.271741 0.263704 0.243594 0.238087 0.20219 0.310621 0.291403 0.208033 0.192858 0.217583 0.188891 0.195566 0.187567 0.17789 0.176174 0.180412 0.28266 0.180979 0.230177 0.21284 0.211208 0.208342 0.217159 0.196022 0.266646 0.1937 0.18131 0.31479 0.179197 0.164878
threshold=0.099015000000000006 1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.079995000000000011 -0.091849999999999987 -0.52445999999999982 -0.13451999999999997 0.050115000000000007 -0.08768999999999999 1.0000000180025095e-35 0.099170000000000022 0.10139000000000002 0.15140500000000004 -0.26719999999999994 -0.094679999999999986 -0.23029999999999998 -0.069794999999999982 -0.066264999999999991 -0.084129999999999996 0.092255000000000018 0.15580000000000002 -0.087089999999999987 0.082730000000000012 0.089775000000000008 0.085255000000000011 0.091290000000000024 -0.42985499999999993 0.10975000000000001 0.085555000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 29 5 6 -2 -8 9 -7 11 -11 -1 -10 -5 28 -17 18 -18 21 -21 22 25 24 26 -20 27 -19 -16 -4
right_child=1 -3 3 14 -6 8 7 -9 13 10 -12 -13 -14 -15 15 16 17 23 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010881751634033063 -0.00061220802687512305 0.0007665972744596045 -0.0008786309395403196 -0.0011344844081723334 0.00060632119335060641 -0.00094839070182400366 -0.00074167004004463313 0.00080878666922893174 -0.00078231512842562572 0.00034584795218216329 -0.0011453563799884831 -0.00083362782265271709 0.00090348586988927486 0.0011476464071593752 -0.0011016139325094516 0.00083441626331151998 -0.0011395077552537852 -0.0011381272554955545 5.1349481081791563e-05 0.00010275125336165802 -0.0010923270518281953 0.00066428696232428616 -0.00098364785850670565 -0.00046091453443942038 -0.0010833848607702643 -0.0011456533079607608 -0.00062501033182562195 0.00081211177080114222 -3.9888217772732086e-05 0.00088472823169720243
leaf_weight=0.54515006410656752 0.29728309775236983 0.70498952371417534 0.74865746451541682 0.20026883848186017 0.67754695337498549 0.29847600129141971 0.12313267373247061 1.0110432900255544 0.94397128468699498 1.4350432749342865 0.1441649351036175 0.20360331505798956 0.067389891250059009 0.064730245852842927 0.40776951133738748 0.46502007107482946 0.29368832289764757 0.11435077848727804 0.82551071437774226 3.5839946155319962 0.19793114850472182 0.20494664426951192 0.77805381103825788 0.43379062711028371 0.14312016218900669 0.21642519597662613 0.1568119133444269 1.2806649900158018 0.39885208569467068 0.073894544562790543
leaf_count=476 21 177 722 139 132 58 11 135 299 173 17 117 6 6 45 34 99 30 67 527 70 17 210 64 7 38 31 162 9 11
internal_value=0 0.000120231 -0.00017865 -0.000138465 3.25825e-05 -5.33933e-05 0.000380308 0.00064046 -0.000254308 -5.84324e-05 9.05632e-05 0.000199297 -0.000869058 -0.000658466 -8.91389e-05 -6.71042e-05 -1.98334e-05 -6.81053e-05 -0.000166764 -0.000117566 4.02055e-05 -0.000412233 -0.000533459 0.000214631 0.000387525 -0.000197285 0.000523182 0.000652249 -0.00057662 -0.000720218
internal_weight=0 5.90398 11.1363 10.5238 5.199 4.52145 1.43146 1.13418 3.08999 2.08129 1.78281 1.63865 0.61254 1.0087 9.7012 9.50093 8.69431 8.22929 6.10055 5.80686 3.78193 2.02494 1.81999 2.12874 1.69495 1.04194 1.55183 1.39502 0.806622 0.822552
internal_count=3910 1146 2764 2282 969 837 167 146 670 365 307 290 482 305 1549 1410 1356 1322 1028 929 597 332 315 294 230 105 223 192 54 733
is_linear=0
shrinkage=0.00112622


Tree=550
num_leaves=31
num_cat=0
split_feature=393 1373 1455 1426 151 4 11 1211 146 15 15 128 43 4 3 160 40 3 403 159 2 44 52 42 15 49 1 151 52 48
split_gain=0.056314 0.056536 0.0564127 0.0570783 0.0579079 0.0856638 0.0869445 0.0707915 0.0683421 0.066737 0.0878555 0.0803445 0.0760884 0.163156 0.0850262 0.10008 0.110249 0.0991952 0.073476 0.0755764 0.0648213 0.0818633 0.0561103 0.0922737 0.0664844 0.137418 0.114458 0.107738 0.114835 0.0879661
threshold=-1.0000000180025095e-35 0.11103 -0.073559999999999987 -1.0000000180025095e-35 -0.52174999999999983 0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 0.085010000000000016 -0.11739999999999999 -0.106555 0.086435000000000012 -0.50992999999999988 -0.51381999999999983 0.13772500000000001 -0.10117499999999999 0.0034800000000000005 -0.14539499999999997 -0.092224999999999988 0.10473 0.094825000000000007 0.088980000000000017 0.10218500000000001 0.088345000000000021 -0.07142999999999998 -0.047309999999999998 0.092385000000000009 0.056555000000000001 -0.089799999999999977 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 20 -11 12 -12 -14 15 16 -15 -17 -19 22 -6 -22 24 -24 25 27 -27 28 -20 -26
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 11 -13 13 14 -16 17 -18 18 19 -21 21 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0037428903083181419 -0.0037488705456440842 -0.0032887386220421901 -0.0038265181262152675 -0.0032372617412851851 -0.0031006841522885271 0.001307783459357361 -0.0028847946291034841 -0.0037392924784288043 -0.0037135774913918062 0.0024667078736279784 0.0028271816942625882 -0.002926343682658364 -0.0034067326278245528 -0.0030055235852032699 0.0017892782280015285 0.0026004547556568074 0.003282569507712647 -0.0037384026677715109 -0.001778316641122799 -0.0032448486846921392 0.0020520159485950856 -0.003630283960687407 -0.0030205931755125323 0.0013940055639240188 0.00044038210833793575 -0.0038152739824951847 -0.00037100499081645609 -0.0020972453296869698 0.002737570254051515 0.0025590615312054603
leaf_weight=0.057668820551043498 0.055615423992094182 0.073820083074679022 0.053178200335423642 0.073617464462586102 0.17300903567229386 0.7185461653753008 0.14746206852760213 0.06907134502671386 0.066043219485436455 0.22866790050466068 0.14621812939367362 0.11904138670251985 0.17842729519907052 0.2495672194600046 0.44034184346673999 0.23016807266503558 0.045966734891408123 0.068963320295552299 0.1001549428801809 0.089181685025323421 0.10785497692631907 0.052465895831119269 0.17609432552853821 0.10534783413459081 1.8604809253974997 0.21372254670222968 0.36153164383722469 0.12934467228478752 0.36077298855161644 0.31969605294580095
leaf_count=76 145 19 79 65 138 449 128 206 21 37 30 189 61 318 97 68 7 279 23 121 54 16 63 72 787 171 45 14 80 52
internal_value=0 -4.07019e-05 -6.15561e-06 2.40774e-05 5.40504e-05 8.99031e-05 -5.49912e-05 1.58301e-05 6.03722e-05 0.000103666 0.000203256 0.000103627 0.000174685 9.60115e-05 0.00022755 6.80293e-05 -0.00202749 0.000222257 7.76488e-05 0.000148463 -0.00151679 0.000192452 0.000231895 -0.00136815 0.000366491 -0.000352865 -0.00165064 0.000911895 0.00175631 0.00075106
internal_weight=0 7.01437 6.94055 6.88494 6.83176 6.75814 6.0396 5.89213 5.82306 5.75702 5.42369 5.19502 5.07598 4.92976 4.75133 4.31099 0.295534 4.01546 3.78529 3.71633 0.33333 0.160321 3.62715 0.281442 3.3457 1.16553 0.575254 0.590273 0.460928 2.18018
internal_count=3910 3834 3815 3670 3591 3526 3077 2949 2743 2722 2514 2477 2288 2258 2197 2100 325 1775 1707 1428 208 70 1307 135 1172 333 216 117 103 839
is_linear=0
shrinkage=0.00373115


Tree=551
num_leaves=31
num_cat=0
split_feature=123 484 150 1213 1 51 48 475 42 3 52 13 43 0 52 15 48 403 13 16 39 13 3 48 375 15 457 457 129 133
split_gain=0.240662 0.23637 0.284769 0.234857 0.254264 0.305359 0.256431 0.251302 0.214136 0.212739 0.247778 0.214223 0.212225 0.24965 0.274805 0.260133 0.218501 0.280335 0.282817 0.352294 0.279534 0.232895 0.270704 0.200826 0.190844 0.182005 0.179329 0.161673 0.150001 0.217027
threshold=1.0000000180025095e-35 -0.0043499999999999988 0.097030000000000019 -1.0000000180025095e-35 0.13562500000000002 -0.40274499999999996 0.12675000000000003 -0.086004999999999984 -0.11145999999999999 -0.10315499999999998 -0.22491999999999998 0.16421000000000002 -0.17307499999999998 -0.10071499999999999 0.086040000000000019 -0.087539999999999993 0.092755000000000018 0.086810000000000012 -0.083514999999999992 0.51388000000000011 0.005105000000000001 -0.084184999999999996 0.10666500000000002 0.099575000000000011 -1.0000000180025095e-35 0.18599000000000002 -0.0034949999999999994 -0.098834999999999992 0.0041150000000000006 -0.15498499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 7 6 -6 8 -3 -5 10 -10 12 -11 14 15 26 17 18 21 20 25 22 -15 -18 -2 -20 -14 -1 29 -19
right_child=24 3 -4 4 5 -7 -8 -9 9 11 -12 -13 13 16 -16 -17 23 28 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098017459257427166 -0.0012666394007474896 0.0012680330721769732 0.0008497954726819695 -0.00098658864792501707 -0.0012757174701462555 0.00098704033021975173 -0.0008794847079565902 -0.0011747903417592697 -0.00097709292307010835 0.00089406664098594694 0.00044149413154578898 -0.0012709116535604774 -0.00075663700710262394 -0.001082942499215057 -0.00071245863268200945 0.00066263195435847366 0.00096700724629320402 0.00071981302128777637 -0.0012061890187720858 0.00055472771339203162 0.0011664737194608892 0.00074987202325418434 0.00025994774038101811 -0.00069191820690541167 0.00061743122163765971 0.0010037852715599148 0.00014082670629293357 -0.0011392649708103677 0.00081957569463677422 -0.0012587965878492907
leaf_weight=0.05995144002372399 0.0900527985068037 0.074972551316022873 0.15465137976570986 0.35974965880450049 0.10759174195118248 0.64507678044901773 0.59172386993304904 0.49509204109199068 0.20850274974509408 0.3423908457625594 2.1892304861394178 0.2341558824846296 0.41753760579740662 0.47352237928862451 0.54530034902563773 1.3754603569977848 0.3625618645310168 0.1654127680521924 1.689602776110428 0.24834997965081118 0.085916284122504183 0.36300429793481537 0.45521696034120396 0.16380314563866705 1.0806948234967411 0.059652631636708864 1.961159386395593 0.77516829438172763 0.39300924830604345 0.17789198042009946
leaf_count=6 8 4 19 131 7 153 63 557 93 21 225 30 27 237 66 110 33 22 842 37 13 37 24 52 326 2 141 568 15 41
internal_value=0 -0.000112597 -0.000700098 -7.16064e-05 -3.88694e-05 0.000663586 -7.99725e-05 -0.00085352 -4.14203e-05 -1.28749e-05 0.000318136 -9.62973e-05 -6.66584e-05 -0.000103464 0.000112381 0.000232191 -0.000303556 -0.000400123 -0.000551771 -0.00083518 -0.00102327 -9.46458e-05 -0.000424732 0.000450755 0.00047251 -0.00113083 -1.6707e-05 -0.000987115 0.000295033 -0.000305453
internal_weight=0 15.1757 0.989771 14.1859 13.6158 0.752669 12.8632 0.570065 12.2714 11.9117 2.39773 9.51395 9.27979 8.9374 4.29946 3.75416 4.63794 4.11158 3.37527 2.08352 1.83517 1.29174 0.928739 0.526365 1.17075 1.74926 2.3787 0.83512 0.736314 0.343305
internal_count=3910 3576 593 2983 2422 160 2262 561 2199 2068 318 1750 1720 1699 344 278 1355 1270 1192 894 857 298 261 85 334 844 168 574 78 63
is_linear=0
shrinkage=0.00124344


Tree=552
num_leaves=31
num_cat=0
split_feature=1 52 484 1446 47 15 44 48 1 0 51 0 0 4 52 3 2 13 0 1186 42 3 14 150 130 4 52 16 47 16
split_gain=0.292919 0.317077 0.295393 0.254733 0.235314 0.437772 0.295466 0.30224 0.242651 0.245717 0.201315 0.285324 0.268067 0.25531 0.335601 0.332629 0.386602 0.273914 0.252803 0.258479 0.28725 0.233161 0.196363 0.176335 0.177765 0.167785 0.354465 0.177325 0.18145 0.25274
threshold=0.094385000000000011 -0.42985499999999993 -0.0043499999999999988 0.091520000000000018 0.09252500000000001 0.035895000000000003 0.086480000000000015 0.12862000000000004 0.11026000000000001 -0.10303999999999998 0.08955500000000001 -0.23029999999999998 -0.077944999999999987 -0.49837999999999999 0.10433000000000002 -0.088024999999999978 0.10705000000000002 -0.074599999999999986 -0.081964999999999996 0.085080000000000003 -1.0000000180025095e-35 -0.069909999999999986 -0.46879999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077679999999999985 0.084890000000000007 -0.49150499999999991 0.09550500000000002 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 22 -7 -10 11 -4 18 14 -14 -15 17 -17 19 20 -13 -19 -3 -6 -25 26 -22 -27 29 -29
right_child=1 3 10 -5 23 8 -8 -9 9 -11 -12 12 13 15 -16 16 -18 21 -20 -21 25 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.001295438881881271 -0.0014098261877802146 -0.00018619700668923527 0.00085481769661800472 -0.0014052441887805647 -0.0011879540871832022 -0.0011090035633798349 -0.0011872376852263035 -0.00054641764088993443 0.0012714590737925675 -0.0005489359831190745 -0.00086004750113022235 -0.001247217217595561 -0.0012499513122535613 0.00086800478827834485 0.00057285975108610553 0.0011001927828874062 -0.0014528864040314533 -0.0014364429703758806 -0.0012562713076585703 0.00087989199912256566 0.00074458431883647281 0.0004353816410869274 0.0010410572902455986 -0.0011599981263796444 0.00018521373317558059 0.00041509425882750199 -0.0014680690232010362 -0.00098511604322486994 0.0005909077367551172 -9.317576324309526e-05
leaf_weight=0.48452533652016683 0.24870330431440368 0.28421749567496712 0.55381908928393286 0.18814194587321242 0.27450776391197029 0.46563480436452642 0.15790340141393233 0.3060607265215366 0.25746885978151113 0.33464681560872123 0.78290612614364441 0.61539850699773335 0.51005191614967804 1.2496675002184934 0.32421298179542646 0.45213128278555847 0.3302932912556571 0.23220187312108498 0.56298394430632459 0.35841744643403206 0.72731195057712916 0.29844778722326537 2.5637837324466082 0.22005411889404092 1.55551724313409 0.4844070112740132 0.17658104540169006 1.5089120027259906 0.26985579894972023 1.0624292952852623
leaf_count=484 144 52 25 35 26 107 13 14 18 52 204 372 54 116 9 48 150 138 310 49 95 23 551 11 172 45 136 200 38 219
internal_value=0 0.000142988 -0.000226024 0.000201431 0.000248517 0.000432223 0.000682803 0.000776424 -0.000352379 0.000242624 -0.000176675 -0.000121616 -0.000180631 0.000131543 -0.000541568 0.000350665 -0.000141693 0.000298974 -0.000364537 -0.000268054 -0.000352977 -0.000383692 0.000918583 -0.000143049 1.84959e-05 -0.000222863 0.000312329 -0.000368328 -0.000501896 -0.000616583
internal_weight=0 6.85664 10.9846 6.60794 6.41979 4.36972 3.31197 3.15406 1.05775 0.592116 10.5 9.71712 9.1633 3.39701 0.834265 2.56274 1.31307 0.982781 5.7663 5.20331 4.8449 0.53065 2.848 2.05008 1.77557 4.2295 0.903893 3.3256 2.8412 2.57134
internal_count=3910 1195 2715 1051 1016 807 630 617 177 70 2231 2027 2002 538 63 475 359 209 1464 1154 1105 161 603 209 183 733 231 502 457 419
is_linear=0
shrinkage=0.00140088


Tree=553
num_leaves=31
num_cat=0
split_feature=1 52 484 3 3 2 15 47 48 52 1 12 15 133 133 4 403 160 0 43 47 43 0 15 2 402 52 1374 0 50
split_gain=0.338196 0.287919 0.22851 0.231155 0.241067 0.233331 0.22594 0.377542 0.33084 0.270409 0.24284 0.213829 0.197099 0.220593 0.248285 0.196948 0.187997 0.182013 0.180113 0.179895 0.338329 0.210786 0.302452 0.175439 0.255396 0.172601 0.159535 0.181623 0.152884 0.151646
threshold=0.094485000000000013 -0.42985499999999993 -0.065229999999999996 -0.11266 0.084925000000000014 0.085355000000000014 0.035895000000000003 0.093315000000000023 0.12862000000000004 0.12539500000000003 0.11026000000000001 0.094045000000000004 0.088190000000000004 -0.090054999999999982 -0.085714999999999986 -0.026614999999999996 0.092300000000000007 -1.0000000180025095e-35 -0.10303999999999998 -0.077544999999999989 0.09550500000000002 -0.08538999999999998 -0.060094999999999989 0.079360000000000014 0.12330500000000001 -0.47918499999999992 -0.087604999999999988 -0.094679999999999986 -0.055084999999999988 0.11901000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 23 11 -6 7 8 9 29 -8 12 13 -5 -15 16 28 -16 -12 21 -21 22 -19 -4 -25 -13 -7 -28 -14 -3
right_child=1 6 3 4 5 26 10 -9 -10 -11 18 25 15 14 17 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0012296448855207589 -0.001226975406837018 0.00095249162471152261 0.00044913872284940666 -0.0012337624487242526 0.0011247178522216929 -0.00088048568272565398 -0.0010191455219737797 -0.00013325926526211194 -0.00063428325421835061 -0.00013290942170958287 0.0010795622325113366 0.0010072612356041098 -0.0012272241807519428 0.00081854736128549065 -0.0011059697181495065 0.00084866462902353666 0.0005021436830147057 -0.00087813783992647329 -0.00036886504936797457 -0.00091404680367639535 0.00091478471282384712 0.00054176201784910056 0.00088783738471127146 -0.0012397140154629621 0.0012812948901683931 -0.0012362816123219799 -0.00065970505217703365 0.00031304124701471485 0.00083917217941775681 -0.00043014432917089018
leaf_weight=0.31960356417039193 0.21672011492046284 2.1640695171008724 1.2522288419568193 0.46029946287671775 0.27535134408390183 0.30712825385853659 0.42863901099917701 1.7963671266625167 0.30511655844748009 0.4757490477641112 0.21367889014072716 0.055568585667060688 0.28816156699394924 0.25664946621691198 0.4956331010544085 0.38538232311839216 0.27228751139773522 0.56117759590415517 0.31666418485110626 1.017661459598463 0.17638504761271168 0.60357184588065027 0.19393105839844793 0.2273219658382003 0.080998659133911133 0.61440245478297573 0.37493623513728391 1.1924719994131003 0.065259271766990423 0.12467922340147186
leaf_count=408 143 546 122 186 19 43 106 226 14 69 18 8 304 37 287 20 67 163 53 314 6 95 11 81 2 468 10 68 4 12
internal_value=0 0.000152706 -0.00021638 -0.000181014 -0.000268804 7.68487e-05 0.000204038 0.000310623 0.000570386 0.000703345 -0.000336786 -0.000405246 -0.000314781 -0.000443106 -0.000332989 0.000163104 -0.000259142 -0.00042994 0.000214716 -0.000298683 -0.000643891 4.69593e-06 -0.000424591 0.000246319 -0.000577422 -0.0010502 -7.70732e-05 8.03528e-05 -0.000845663 0.000877173
internal_weight=0 6.04168 9.47641 9.15681 7.59626 2.14989 5.82496 4.86598 3.06961 2.7645 0.958982 5.44637 4.7764 3.76531 3.30501 1.01109 0.625708 3.04836 0.530343 2.55273 1.19405 1.35868 0.755109 1.56055 0.308321 0.669971 1.87454 1.56741 0.353421 2.28875
internal_count=3910 1187 2723 2315 2110 140 1044 867 641 627 177 1970 1494 1099 913 395 375 876 71 589 320 269 174 205 83 476 121 78 308 558
is_linear=0
shrinkage=0.00121906


Tree=554
num_leaves=31
num_cat=0
split_feature=1 52 484 1446 15 47 48 44 0 4 52 3 2 1 0 50 403 3 133 15 3 9 50 2 1212 4 150 1186 133 1374
split_gain=0.263109 0.292706 0.246921 0.245073 0.25174 0.380386 0.295335 0.270755 0.211354 0.299881 0.324763 0.217255 0.351746 0.208431 0.221585 0.201364 0.199985 0.191394 0.230954 0.206495 0.200948 0.190679 0.197282 0.237741 0.198789 0.179709 0.179145 0.151891 0.151696 0.172377
threshold=0.094385000000000011 -0.42985499999999993 -0.0043499999999999988 0.091520000000000018 0.035895000000000003 0.09252500000000001 0.12862000000000004 0.086480000000000015 -0.060094999999999989 -0.49837999999999999 0.10433000000000002 -0.097214999999999982 0.10869000000000002 0.11026000000000001 -0.10303999999999998 0.11772500000000001 -1.0000000180025095e-35 -0.084129999999999996 0.15580000000000002 -0.008624999999999999 -0.15464999999999998 0.083710000000000021 0.086465000000000014 0.10488500000000002 -0.50114499999999984 -0.0031049999999999997 -1.0000000180025095e-35 0.085080000000000003 -1.0000000180025095e-35 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 15 16 10 -10 -11 -13 -6 -15 -3 -4 18 20 25 -18 22 23 -21 -24 -19 -7 -22 -27 -30
right_child=1 3 8 -5 13 26 -8 -9 9 11 -12 12 -14 14 -16 -17 17 19 -20 21 27 -23 24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0010931307620704858 -0.0012023171357278975 0.00090468404155882832 -0.00088790548253257361 -0.0011998700922672002 -0.00097475831799167416 -0.0010684045434622637 -0.00052262017659751158 -0.00099495729359701897 -0.0010833003295738061 0.00088152093069281871 0.00049908902771326525 0.00056703148171815079 -0.0012238484093257723 0.0010590919623886222 -0.00048621061294015203 -0.00048520103012950625 0.00032242102296277549 -0.0010597760151405216 0.00067017356378204561 0.00065295887135896635 -0.0011318263817590509 -0.0012016116003856448 0.00095550290811613437 -0.00081296974182269114 -0.0012399242327949694 -0.0012029912211413223 5.8371645370560575e-05 9.1147955373602766e-05 -0.00069716643626636064 0.00012425506800574628
leaf_weight=0.40028419320151343 0.2223157485568662 2.4023887339135421 0.62030769776538175 0.17461932414153114 0.40408964286325488 0.2320671078050508 0.29601017478853453 0.12325518106808875 0.45364965230692211 0.85484368231846031 0.31315030992846005 0.48569783248240095 0.23124020401155576 0.22726302925730124 0.31802437599981204 0.1587306456058285 0.21676900892634865 0.36072190634876999 0.19375647358538106 1.4224099378770958 0.91448922883136929 0.12418921093922097 0.083574078977108002 0.17777689891227044 0.19964174210326735 0.18046035458973975 1.5325965493830151 0.17240898718591779 0.47110565938055282 1.6190191744608493
leaf_count=484 144 576 740 35 108 26 14 13 58 58 19 23 94 18 53 27 38 140 16 217 385 28 9 23 64 112 181 14 15 178
internal_value=0 0.000143799 -0.000174442 0.000194789 0.000237556 0.000349959 0.000610341 0.000735275 -0.00013401 0.000175669 -0.000437075 0.000474599 -1.05964e-05 -0.000324238 0.000157835 0.000818543 -0.000241196 -0.000175821 -0.000547331 -5.58988e-05 -0.000728282 0.000232784 0.000327366 0.000490098 -0.000592076 -0.000276153 -8.98083e-05 -0.000937832 -0.000151661 -6.089e-05
internal_weight=0 6.09136 9.4955 5.86904 5.69443 4.74505 2.98038 2.68437 9.09521 2.33858 0.7668 1.57178 0.716938 0.949377 0.545287 2.56112 6.75663 6.13632 1.49742 4.6389 1.30367 2.00759 1.8834 1.60019 0.283216 2.63131 1.76466 1.0869 2.27059 2.09012
internal_count=3910 1195 2715 1051 1016 837 630 616 2231 252 77 175 117 179 71 603 1979 1239 453 786 437 341 313 240 73 445 207 399 305 193
is_linear=0
shrinkage=0.00119516


Tree=555
num_leaves=31
num_cat=0
split_feature=9 401 156 30 393 1338 1348 1456 14 453 1373 393 1 0 3 151 4 11 2 3 52 16 0 48 15 13 13 0 2 13
split_gain=0.0582153 0.0563643 0.0560558 0.0566587 0.0569365 0.0574075 0.0656925 0.0906062 0.0645079 0.0633514 0.0595234 0.0603292 0.0607498 0.144873 0.123243 0.092731 0.128268 0.125714 0.101033 0.22666 0.106883 0.163233 0.0835524 0.0821659 0.0977131 0.0902654 0.0949551 0.0928345 0.0853461 0.0953834
threshold=-0.016839999999999997 0.10711000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088030000000000011 -1.0000000180025095e-35 0.078335000000000016 0.090755000000000016 0.11103 0.11156000000000001 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 0.056555000000000001 0.0045450000000000013 0.088160000000000002 1.0000000180025095e-35 0.082730000000000012 -0.074484999999999982 -0.19424999999999998 -0.017269999999999997 0.086065000000000016 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.083424999999999985 0.086875000000000022 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 10 -6 11 12 13 14 -9 17 -17 18 22 -20 -21 -22 -14 24 -15 -26 -27 -28 -29 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 15 23 -16 16 -18 -19 19 20 21 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.003400829616315092 -0.0036573895585502005 -0.0036007830843519774 -0.0037198788736669541 -0.0036609966009832498 -0.0033872337795864535 -0.0034207973831001191 0.0031177005221997662 -0.0036766403172432682 -0.0025014670784141357 0.0036724779538014757 -0.0031442398704613294 -0.0036678778892186592 -0.00023985923935840843 -0.0036607274432319931 -0.00062768152098696835 -0.0029937922932682598 0.00077609703392461659 -0.0020072642844863597 0.003194758059842053 -0.0010995202459900197 -0.00098147359493866264 0.0023323978714737586 0.0033603968795578019 0.0022541282007999628 -0.0037521079132452422 0.0037223923701059352 0.0027521720477330946 -0.0036805998644169656 -0.001710048498674205 0.00093876879806983698
leaf_weight=0.063733754783242946 0.05765939526781938 0.060851717535115202 0.055424744918127433 0.056602222153742221 0.1533238001520657 0.064209501106233691 0.091546488052699604 0.22945883201373363 0.12719834942254227 0.019035933160921559 0.07344864003243845 0.054383726435844326 1.0656518869118379 0.087635754031907598 0.76688544636272027 0.22764051995909529 0.25482591824766132 0.21191267895301269 0.63610135599628836 0.37859896821282735 0.29847405610780686 0.58834411996940617 0.093399700068403368 0.27495750523303275 0.06857879552990187 0.1140429489314555 0.16469462136774227 0.086161428234848181 0.26059828447250732 0.59372507442094535
leaf_count=121 196 167 4 76 323 24 46 324 86 2 19 51 520 198 392 47 44 92 278 96 89 97 45 82 3 7 49 97 183 152
internal_value=0 -0.000102867 -7.31164e-05 -4.39955e-05 -1.50618e-05 1.44834e-05 4.63559e-05 5.18328e-06 7.28334e-05 -0.00260754 0.000122982 0.000160152 0.000192672 -0.000230829 -0.00132986 0.000491184 -0.00100264 0.00071142 0.000899661 0.0014174 0.000523962 0.00121706 5.02597e-05 0.000432656 6.85339e-05 0.000322313 0.000551491 0.000224287 -0.000218388 0.000130788
internal_weight=0 7.21537 7.15452 7.09686 7.04144 6.98483 6.92062 6.82908 6.65672 0.17236 6.52952 6.45607 6.40169 2.64674 0.996344 3.75495 0.482466 3.27248 3.06057 1.90152 1.26542 0.886818 1.15905 1.65039 1.37544 1.2878 1.21922 1.10518 0.940485 0.854323
internal_count=3910 3789 3622 3426 3422 3346 3322 3276 2951 325 2865 2846 2795 1487 716 1308 91 1217 1125 560 282 186 565 771 689 491 488 481 432 335
is_linear=0
shrinkage=0.00364992


Tree=556
num_leaves=31
num_cat=0
split_feature=1446 1 51 52 15 47 1 0 1 0 52 150 0 1375 15 52 49 48 1 47 15 0 3 48 3 132 9 1186 1 401
split_gain=0.0561585 0.05803 0.112308 0.0971695 0.087649 0.131448 0.138094 0.120645 0.102366 0.11209 0.0928167 0.0745825 0.0738877 0.0745402 0.0742011 0.0725919 0.0754099 0.0712156 0.0636405 0.0807664 0.0727832 0.0814446 0.104285 0.104932 0.092048 0.07351 0.0759675 0.0753012 0.0645099 0.0823516
threshold=0.091520000000000018 0.094385000000000011 0.08955500000000001 -0.42985499999999993 0.035895000000000003 0.09252500000000001 0.11097000000000001 -0.15007499999999999 0.11026000000000001 -0.10303999999999998 0.31761500000000004 -1.0000000180025095e-35 -0.23029999999999998 -0.029589999999999995 -0.14676499999999995 -0.070004999999999998 0.059130000000000009 0.089715000000000017 0.093000000000000013 0.09550500000000002 -0.0063699999999999989 -0.11287999999999999 -0.08348499999999999 0.086065000000000016 -0.080244999999999997 -1.0000000180025095e-35 0.081505000000000008 0.091570000000000026 0.087480000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 5 6 -5 15 -6 -10 -9 -7 -1 -14 -15 -8 -17 18 19 20 21 24 23 -23 -16 -22 27 28 29 -27
right_child=-2 3 -4 4 8 11 7 10 9 -11 -12 -13 13 14 17 16 -18 -19 -20 -21 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017986529213252305 -0.0026814701128113653 -0.0037442915440825601 -0.0025343952087924686 0.0028185069576709618 -0.0030320173749968293 -0.0031482276810817439 -0.0039316493631718942 0.0025144178468226521 0.0034700374149202536 -0.0016594769787470285 -0.0037652853220243379 0.00012591377841435707 -0.0037552379694974743 -0.0033085802802659682 0.0027490328342463432 0.0021457411005209055 -0.002388519288161499 0.001445976578345257 -0.0034526297569101639 0.0031820497834830399 -0.003759531105151522 -0.00262654907334191 -0.0037699551441224537 0.0034930895398477043 -0.0015822970653032351 0.00031113956516049982 -0.0037433124276184575 -0.0037622938157311141 0.0021447117128958024 -0.0037543314864233682
leaf_weight=0.25794321685680177 0.11283822505083652 0.076384788551877469 0.29130380805872835 0.64008998274948747 0.19268422354434722 0.1114320534397848 0.10060091922059655 0.31776262663333832 0.10681676267995499 0.13358621249062708 0.036568053554219659 0.74522185866226198 0.083457172020644843 0.10308263869956258 0.11714566903538071 0.10510556860754228 0.09946971527824644 0.37321570065250842 0.085622377015169948 0.095874817243384203 0.069124369275417652 0.089600744663584919 0.27091501073573754 0.069182572013232857 0.16416435578139499 1.7195579346953267 0.067650435390532837 0.062462587229674571 0.25760035854727892 0.072342777390076551
leaf_count=32 158 143 240 224 108 26 3 325 18 53 13 181 107 122 16 46 19 126 52 40 216 193 330 5 49 688 39 21 155 162
internal_value=0 -2.67554e-05 -0.00029754 0.000404986 0.000527388 0.000835169 0.00158342 0.000384705 -0.00100499 0.000619688 0.00186633 -0.000299981 -0.00013295 -0.000267574 -0.000187113 -0.00133557 -5.89318e-05 -9.55572e-05 -0.000278709 -0.000189772 -0.000298995 -0.00133998 -0.00236216 3.98037e-05 0.000221395 3.01448e-05 0.000150331 0.000275052 0.000398098 0.000147008
internal_weight=0 6.91597 4.25025 2.66572 2.58934 2.15625 1.2996 0.659507 0.433087 0.240403 0.354331 0.856654 3.95894 3.701 3.61754 0.305176 0.204575 3.51446 3.14124 3.05562 2.95975 0.711008 0.429698 0.158783 0.28131 2.24874 2.17961 2.11196 2.0495 1.7919
internal_count=3910 3752 2593 1159 1016 837 630 406 179 71 338 207 2353 2321 2214 68 65 2092 1966 1914 1874 593 528 198 65 1281 1065 1026 1005 850
is_linear=0
shrinkage=0.00373271


Tree=557
num_leaves=31
num_cat=0
split_feature=484 150 160 1213 475 1 151 15 11 457 14 3 4 15 47 38 3 43 474 16 52 52 49 132 375 16 52 0 0 33
split_gain=0.0549584 0.119657 0.063204 0.056285 0.0634637 0.0588515 0.0841687 0.131163 0.0805388 0.0874365 0.0820787 0.0769977 0.0779623 0.117002 0.0761664 0.0799256 0.0781905 0.150647 0.0968099 0.0934441 0.0785945 0.12566 0.0764157 0.0984639 0.0761243 0.0744576 0.0904811 0.103855 0.109222 0.0856106
threshold=-0.0043499999999999988 0.094545000000000018 -0.098319999999999991 -1.0000000180025095e-35 -0.086004999999999984 0.12811000000000003 0.087190000000000017 0.10043500000000001 0.088315000000000018 -0.067474999999999993 0.077685000000000018 -0.10315499999999998 -0.48072499999999996 0.079360000000000014 0.10887000000000001 0.10777500000000002 -0.078884999999999997 -0.07526999999999999 0.080165000000000014 -0.51054499999999992 0.091715000000000005 0.048490000000000012 -0.080034999999999981 0.12562500000000001 -0.40343999999999997 -0.19424999999999998 -0.074484999999999982 -0.14534499999999997 -0.10209999999999998 -0.007134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 9 -5 11 12 -11 -14 15 16 20 -18 19 -19 21 22 -13 -24 -7 -21 -27 -28 -29 -30
right_child=3 -3 -4 5 -6 24 -8 -9 -10 10 -12 14 13 -15 -16 -17 17 18 -20 25 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=0.0016569570811325765 0.0036050163594917137 0.0026929690769598382 -0.0029525977056914228 -0.0020233227308933985 -0.0028711737481615417 -0.0033521956559616592 0.0016823329065199172 -0.0024214301673849783 -0.0022604150616384521 -0.000694169079008628 -0.0032543296533645697 0.00061347397638133625 0.0025544741423302922 -0.0020978881531373283 -0.0026508068971823986 -0.003613557201690504 0.0023274499281657384 0.0024191512356797383 0.0027095053064790683 -0.0022006435502113634 -0.0036167174184396568 0.0011464185584261286 -0.0034846776135058206 0.0031500351996893799 0.001582671293375078 -0.0012584561517392432 0.0020645671913992656 -0.0030494989204781129 -0.0036175110722122786 0.0010501949053923322
leaf_weight=0.044355592189276649 0.02239359263330698 0.075776466517709196 0.27650577590338787 0.24059897771439853 0.14764429145725433 0.0436268380144611 0.34396411067427823 0.30711415628866223 0.19608105929364672 0.1939310101151932 0.087038153571484034 0.12759406986879307 0.51265508943106297 0.080350262393039884 0.13001211329355999 0.071360815316438564 0.48893042986128454 0.17160640656220527 0.1705720435202237 0.24160401037443113 0.10421842639789247 0.391351898537323 0.25147763266795531 0.032452930936415214 0.5066538216851767 0.52976969443079758 0.37541249531204823 0.1448034988861765 0.057258976274170537 0.42729219338889413
leaf_count=43 4 24 545 125 561 6 109 222 105 36 44 33 141 37 89 22 208 45 67 43 142 182 384 16 300 127 33 34 14 169
internal_value=0 -0.00135855 -0.00231538 1.65568e-05 -0.00201827 7.21145e-05 -3.63739e-05 -0.000147216 -8.25992e-06 8.31642e-05 0.00019359 0.000260239 0.00127885 0.00192409 4.45109e-05 0.000142239 0.000218503 0.00053389 0.000119917 -0.000106863 -0.00068801 -0.000307845 -0.00169082 -0.00272634 0.00119143 -0.000350921 -5.96927e-05 0.000572363 -0.000317743 0.000498616
internal_weight=0 0.396638 0.320861 6.39777 0.170038 6.22773 5.67745 5.33349 5.02637 4.83029 4.58969 4.50265 0.786936 0.593005 3.71572 3.58571 3.51434 2.60725 2.11832 1.94775 0.907095 0.802877 0.411525 0.283931 0.550281 1.77614 1.53454 1.00477 0.629355 0.484551
internal_count=3910 612 588 3298 565 2733 2427 2318 2096 1991 1866 1822 214 178 1608 1519 1497 740 532 465 757 615 433 400 306 420 377 250 217 183
is_linear=0
shrinkage=0.00358471


Tree=558
num_leaves=31
num_cat=0
split_feature=4 453 11 403 483 1213 156 48 481 160 0 49 4 129 43 457 150 129 484 151 49 130 3 3 0 4 160 15 16 48
split_gain=0.317532 0.314213 0.269148 0.282617 0.221703 0.224638 0.204365 0.188597 0.245368 0.233495 0.220571 0.227166 0.261726 0.211615 0.189941 0.200382 0.186944 0.193983 0.185299 0.181205 0.180276 0.170673 0.186574 0.249331 0.221425 0.238203 0.221421 0.189021 0.175624 0.165995
threshold=0.27020000000000005 1.0000000180025095e-35 0.08184000000000001 -1.0000000180025095e-35 0.088030000000000011 -1.0000000180025095e-35 0.10691500000000002 0.09227500000000001 -0.0079799999999999992 0.10150000000000002 -0.017269999999999997 -0.045004999999999996 -0.026614999999999996 0.093990000000000004 -0.11267999999999999 0.68051500000000009 -0.18357499999999996 0.092795000000000016 0.073820000000000011 -0.08514999999999999 -0.0019649999999999997 -0.23515499999999998 -0.100615 -0.078884999999999997 -0.10943499999999999 -0.083329999999999987 0.086620000000000016 0.079360000000000014 0.15737500000000001 -0.09386499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 18 5 -5 7 8 -7 13 11 12 -9 16 -11 -16 -10 21 19 -1 -13 -18 27 24 -24 -26 -27 28 -23 -25
right_child=1 -3 -4 4 -6 6 -8 10 9 14 -12 20 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 29 25 26 -28 -29 -30 -31
leaf_value=0.00070203249430942521 0.00050064433548897987 -0.00093203649983954662 -0.001038073638025357 -0.0012470562203530464 -0.00087227360877935919 -0.0012685643187951938 -0.0011025091576567449 -0.00052241697033005323 0.0010276858643405928 0.00085363698287813582 0.0012189921195083658 -0.0012681849819872434 0.00098907113474874537 -0.0012744675312567955 -0.0012018936059072561 0.00053677376046408324 -0.0012963628091797882 0.0012808997408658375 0.00021957801208820739 -0.0012485871613636707 1.3873088136728526e-05 0.0009997358175938434 0.00076147103426744262 -0.0011218270658870256 7.597915134322483e-05 -0.001249808845981081 9.3038771331024387e-05 -0.00030903834688310918 -4.0488203402604034e-05 9.0510467471435977e-05
leaf_weight=0.082247002806980163 2.0806851959350747 0.26706926058977831 0.51332732482114884 0.23708503663510327 0.52271350135561157 0.26011431182268019 0.26730819432123176 0.23648606799542904 0.28450183704261611 0.10904212191235274 0.35055773728527029 0.20526064350269779 0.70569754805183094 0.19473886374908111 0.60292579075030595 0.12347835302352905 0.15945684933101922 0.1803963631391533 0.23243021155940369 0.70313560758950255 0.97553356304706496 0.76152465006451808 0.19721467682393257 0.1806026293197539 0.50252906949026499 0.8671887891396064 0.24306765524670482 0.43244420501287084 0.37428515157080255 5.2734723061294666
leaf_count=12 449 23 160 237 253 182 98 23 13 18 34 25 53 47 147 2 12 5 60 816 113 63 17 15 48 358 15 32 18 562
internal_value=0 0.000337669 -0.000152463 -0.000122683 -7.7463e-05 -4.71926e-05 -2.61018e-05 -4.3377e-06 -7.55877e-05 -4.59973e-05 0.000305228 0.000154343 0.000609691 8.59173e-06 -0.000676633 -0.000906345 3.50134e-05 4.22279e-06 -0.000755689 -0.00104431 -0.000208991 -2.13903e-05 1.62771e-06 -8.23437e-05 -0.000482238 -0.000634321 -0.00095582 0.000390579 0.000656949 5.03659e-05
internal_weight=0 2.34775 15.7788 15.2654 14.2476 13.7249 13.4878 13.2205 10.747 10.4869 2.47354 2.12298 0.942184 9.65142 0.835446 0.726404 9.45668 9.17218 1.01781 0.785383 1.18079 8.99179 8.83233 7.26408 1.81 1.61279 1.11026 1.56825 1.13581 5.45407
internal_count=3910 472 3438 3278 2390 2137 1900 1802 1554 1372 248 214 76 1205 167 149 1158 1145 888 828 138 1140 1128 1015 438 421 373 113 81 577
is_linear=0
shrinkage=0.00124344


Tree=559
num_leaves=31
num_cat=0
split_feature=1429 42 42 394 16 12 131 39 13 15 1365 48 50 15 158 15 48 51 1374 14 133 2 4 160 0 3 13 52 133 16
split_gain=0.0513159 0.0538813 0.0863356 0.0669327 0.0677066 0.0722509 0.0920858 0.063903 0.0997146 0.0932198 0.08396 0.0726163 0.110998 0.110357 0.104659 0.0922749 0.122046 0.0761886 0.0739806 0.0791101 0.0789271 0.110801 0.119975 0.0861552 0.0805347 0.0740756 0.087237 0.101789 0.089646 0.0852226
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082904999999999993 -0.082514999999999991 -0.25582999999999995 0.051320000000000005 0.10033500000000002 0.005105000000000001 -0.037444999999999992 -0.067359999999999989 1.0000000180025095e-35 0.12649500000000002 0.10625000000000001 -0.24219999999999997 0.085745000000000002 -0.19153499999999998 0.095825000000000007 0.13118000000000002 -0.094679999999999986 0.077685000000000018 0.093845000000000026 0.10679500000000001 0.18622000000000002 0.10150000000000002 -0.23029999999999998 -0.15327499999999997 -0.094679999999999986 0.11588000000000002 -0.21767499999999998 -0.38486499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 10 9 -9 11 12 13 -3 15 -15 18 -13 -17 20 23 22 -22 24 -20 -26 27 28 -27 -28
right_child=1 7 -4 4 5 6 -8 8 -10 -11 -12 17 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.0027277102675618884 0.0017974869459756535 0.0037267745825080726 -0.0029025470112989823 0.0019869380482855905 0.00013862555806314118 -0.0039897839699505489 0.0014413022065450775 0.0019305634990585017 0.0036396119594123764 -0.002536382792625302 -0.0036347350952295548 -0.0037662150155691383 -0.0030772770217130196 -0.0036991646704191005 -0.0031076414914861772 -0.0017955553715254386 0.0024146087568802221 9.9221624224939456e-05 0.0030269015436996567 -0.0039818460076828707 -0.0037405228879557307 0.0023615681697090802 0.0040288404215153215 -0.0030524111452606912 0.0028600105009277074 -0.0021203250504944872 -0.0029131140086091417 -0.0023204660081624518 0.0027266572902843399 0.00016896340020308752
leaf_weight=0.11140678003903293 0.19483658055469277 0.14294731198606214 0.243310812016716 0.10893633674277226 0.24476872319064569 0.22062918653682573 0.062477968344865076 0.17174896281903784 0.1999925760374025 0.12655099024777883 0.09724546959841962 0.15259865128427907 0.15588716993170226 0.087437380439950085 0.14422438926203529 0.27649744439986568 0.4208176244264904 0.16607790201669559 0.22360361198661882 0.065078454959802801 0.22451557810836664 0.092605855000329029 0.035963863134384155 0.095971035607362754 0.20114108049892898 0.067221898829302518 0.15350663550634713 0.090909564773028251 0.51891455820441645 1.5811736080722769
leaf_count=181 83 114 482 30 63 325 73 167 159 48 68 41 269 18 229 51 122 33 49 52 234 39 2 60 81 21 30 19 127 640
internal_value=0 -2.47937e-05 -0.000833368 -0.000228 -0.00084771 -0.00143269 -0.00279122 0.000133452 0.00148203 3.55029e-05 -1.09797e-06 7.1058e-05 0.000197933 0.000313379 0.000199364 0.000314699 0.0004014 -0.00175175 0.000167827 0.000329849 0.000415253 -0.00134873 -0.00266782 0.000627649 0.000752163 0.000557495 0.000365462 0.00156772 0.00217077 -0.000103778
internal_weight=0 6.56759 1.07496 0.831649 0.636812 0.527876 0.283107 5.49263 0.498293 0.2983 4.99434 4.89709 4.57842 4.42253 4.27958 4.13536 4.04792 0.318677 3.6271 3.35061 3.28553 0.353085 0.260479 2.93244 2.83647 2.61287 2.41173 0.677046 0.586136 1.73468
internal_count=3910 3729 1056 574 491 461 398 2673 374 215 2299 2231 2157 1888 1774 1545 1527 74 1405 1354 1302 275 236 1027 967 918 837 167 148 670
is_linear=0
shrinkage=0.00394921


Tree=560
num_leaves=31
num_cat=0
split_feature=1 52 1446 484 403 47 15 48 44 4 2 15 51 0 1375 52 3 475 151 0 4 52 3 3 2 34 133 15 4 13
split_gain=0.242151 0.231451 0.242971 0.225073 0.194284 0.179463 0.283946 0.264537 0.250608 0.212069 0.218335 0.158975 0.162714 0.178888 0.192244 0.148203 0.144201 0.16676 0.139751 0.138211 0.276168 0.272085 0.242757 0.242648 0.212755 0.171539 0.188176 0.151921 0.206567 0.138362
threshold=0.094385000000000011 -0.42985499999999993 0.091520000000000018 -0.0043499999999999988 -1.0000000180025095e-35 0.09252500000000001 0.035895000000000003 0.12862000000000004 0.086480000000000015 0.22584000000000001 0.14808000000000002 -0.14676499999999995 0.08955500000000001 -0.23029999999999998 -0.029589999999999995 0.18936500000000003 0.14320000000000002 -0.086424999999999988 -0.086424999999999988 -0.077944999999999987 -0.49269499999999994 0.10433000000000002 -0.084129999999999996 -0.086589999999999986 0.10796500000000002 -1.0000000180025095e-35 -0.21767499999999998 -1.0000000180025095e-35 -0.00027999999999999998 -0.090744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 16 6 7 8 -3 10 -8 -6 13 -13 -15 19 17 -5 -19 22 21 -21 -16 -22 -25 -24 -27 28 -28 -30
right_child=1 2 -4 4 11 -7 9 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 20 23 -23 25 24 -26 26 27 -29 29 -31
leaf_value=-0.0011834667216642115 -0.0013000635688510172 0.00083309242346897659 -0.001305448943139918 0.0011956259749896054 -0.0012179947976949893 -0.00011105076216302834 -0.00096223315185340913 -0.00064690056944145813 -0.0011256571357927527 0.00068252202502074619 0.0013128926245068783 0.00076160259511680512 -0.00079295979843858086 -0.0013132045538909534 -0.00074323142277229147 -0.0013000373989171022 0.0013297884603139872 0.00060553390632969999 -0.0012997250678313086 -0.0011551211196619796 0.00096453785494477829 0.00058861913053243238 -0.0013042251413795357 0.00034209279008005265 -0.0013144838756890562 -0.0013054291485464092 -0.001041128138116633 0.0005060905191237164 0.0011701071960556098 -6.7030735595311619e-05
leaf_weight=0.37572779346737561 0.18084873641782895 2.329041827368203 0.17654478989425104 0.057597179315052927 0.20577846093510554 1.6853520410077178 0.53070318499521807 0.2536360709927975 0.11470094590913493 0.29056721105007455 0.081424575648270547 0.4637012306484366 0.48060603384510603 0.20176479492510946 0.8878548142747581 0.1500970115957897 0.051093986257910728 0.072095083596650511 0.60613568934422613 0.38709786775871213 0.93150018897722486 0.24425665847957134 0.152519859839228 0.59140456830938037 0.16621765366289765 0.14945624620304387 0.31181040537194193 1.2694973379912018 0.18654305735253651 0.80079198225576131
leaf_count=484 144 603 35 6 75 209 146 14 13 19 12 17 152 73 269 138 2 12 763 50 88 6 23 82 89 69 93 129 13 82
internal_value=0 0.000139812 0.000187487 -0.000203947 -0.000159965 0.000237354 0.000400457 0.000610636 0.000741155 -0.000227585 -0.000659598 -9.64548e-05 -6.51619e-05 -1.44282e-05 -7.03848e-05 -3.01287e-05 -0.000771798 -0.000917727 -0.0010972 1.22694e-06 0.000249484 -0.000480508 -0.000152046 0.000522338 -2.13499e-05 3.08013e-05 0.000105713 0.00018782 -0.000123186 0.000166709
internal_weight=0 5.64282 5.46197 8.74355 8.36782 5.28543 3.60007 2.69738 2.44374 0.902695 0.612128 7.5809 7.37512 6.89451 6.43081 6.22905 0.786922 0.735828 0.678231 6.07895 2.32048 0.631355 3.75847 1.68912 0.757622 2.87062 2.7181 2.56864 1.29915 0.987335
internal_count=3910 1195 1051 2715 2231 1016 807 630 616 177 158 1448 1373 1221 1204 1131 783 781 775 993 315 56 678 259 171 409 386 317 188 95
is_linear=0
shrinkage=0.00129368


Tree=561
num_leaves=31
num_cat=0
split_feature=39 3 51 1 457 484 0 13 403 132 52 16 16 160 133 52 12 4 151 2 1429 0 4 457 0 3 124 52 1375 3
split_gain=0.266044 0.292277 0.227707 0.246814 0.217289 0.266796 0.216358 0.17824 0.256013 0.349725 0.205853 0.224011 0.183021 0.212847 0.207475 0.202954 0.416864 0.203451 0.246614 0.218206 0.304028 0.178126 0.232343 0.177278 0.17519 0.208209 0.146948 0.145084 0.13514 0.203821
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.088010000000000019 0.081330000000000013 -1.0000000180025095e-35 0.12007500000000002 -0.094679999999999986 -1.0000000180025095e-35 0.079995000000000011 -0.42985499999999993 0.31524000000000002 0.16388500000000003 -0.40446999999999994 -0.10870499999999998 0.071660000000000015 0.091990000000000016 0.05309500000000001 -1.0000000180025095e-35 0.090545000000000014 0.084710000000000021 -0.084304999999999977 0.15927500000000003 -0.098834999999999992 -0.22851499999999997 -0.097214999999999982 -0.52484999999999993 0.10062000000000001 -0.43271999999999994 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 23 -4 21 -9 10 -10 12 13 -12 -15 17 -17 19 -19 20 -16 22 -7 -1 -21 -26 -5 -23 -6 -30
right_child=2 -3 3 26 28 7 -8 8 9 -11 11 -13 -14 14 15 16 -18 18 -20 24 -22 27 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00082834127903772046 -0.0012717416594472419 0.0010673794940412613 -0.00085400241827171617 -0.001092728078273879 -0.00031365150589973998 -0.00072251725089263739 0.00076638141836530226 -0.0010180677676743038 -0.0012573643753689887 0.0006201369321023278 -0.0012572366707271651 0.00064102480513819355 -0.0010461809894125409 -0.0012573454271621902 -0.0011801120764363263 0.0005263845854372581 -0.0012716013831801105 -0.0010847544007089851 0.00024433214255078145 0.00084113318713907365 0.00072605684610806283 0.0010447214630886614 0.0002639078987786906 -0.0011507635185714715 0.0006076336599784032 -0.00098812400309631352 0.0008337455883275645 1.4579605933204977e-05 -4.0653577782898555e-06 0.00084843855649428075
leaf_weight=0.078794655099045485 0.12610947714711107 0.3120194890652791 0.34337326345848751 0.064786590635776409 0.62508541381976135 0.61949288754840404 0.20527758239768445 0.64524926628655066 0.3242975695684408 0.73444278311217193 0.30166496252786323 0.4226491179288131 0.47158688789932046 0.26466213569801489 0.96324546106917475 1.319483049228438 0.237185654696077 0.25841514050262038 1.3802758142119271 0.23413265333510935 0.15089236365747638 0.47104913275688787 0.93293245084350929 0.67564719631991366 0.19365325151011348 0.37305937202472694 1.3093902689870445 0.38934149773558602 1.021295728802216 0.76460589421913017
leaf_count=10 20 123 67 6 19 125 14 771 258 123 203 51 59 169 244 108 83 26 96 9 23 40 70 551 11 48 352 13 148 70
internal_value=0 -0.000127728 0.000353649 0.000460251 -0.000154646 -0.00022643 -0.000247736 -0.000175772 -0.000262844 -0.000198974 -0.000286222 -0.000238292 -0.000298739 -0.000236646 -0.000179367 -0.000123539 0.00025243 -0.00028823 3.47404e-05 -0.000564602 -0.000921952 0.000122846 -0.000129724 -0.000944064 -6.74562e-05 -0.000442832 0.000742921 0.000578565 0.000186028 0.000360921
internal_weight=0 14.1652 2.04894 1.92283 13.8531 11.4422 0.548651 10.6877 8.2749 7.62965 6.8952 6.57091 6.14826 5.67667 5.375 5.11034 1.55667 3.55367 1.63869 1.91498 1.11414 2.41282 1.55243 0.754442 0.800845 0.566713 1.37418 0.860391 2.41099 1.7859
internal_count=3910 3451 459 439 3328 3091 81 2530 2282 1511 1388 1130 1079 1020 817 648 191 457 122 335 267 248 195 561 68 59 358 53 237 218
is_linear=0
shrinkage=0.00124864


Tree=562
num_leaves=31
num_cat=0
split_feature=1446 1213 475 151 158 9 375 1 151 376 12 147 4 43 0 133 403 12 4 38 1 49 48 14 42 50 48 33 9 47
split_gain=0.0523072 0.0523691 0.0582176 0.0546874 0.0511794 0.0530426 0.0494428 0.0556101 0.072173 0.0660171 0.0883177 0.0656298 0.0601992 0.215412 0.0775854 0.0810544 0.080897 0.0722637 0.0932364 0.0608777 0.068866 0.102346 0.0863904 0.0857281 0.0796242 0.0750813 0.0736331 0.0740422 0.0856946 0.116208
threshold=0.11539000000000001 -1.0000000180025095e-35 -0.086004999999999984 -0.082489999999999994 0.11034000000000001 -0.016839999999999997 0.092405000000000015 0.12730000000000002 0.063570000000000015 0.08801500000000001 0.11655500000000001 -1.0000000180025095e-35 -0.49837999999999999 -0.46376499999999993 0.039665000000000006 -0.26719999999999994 -0.082404999999999992 0.086305000000000007 -0.41745999999999994 0.12641000000000005 0.10420500000000001 -0.084114999999999981 0.12738500000000003 -0.46879999999999994 0.088235000000000022 0.10119500000000002 0.10584500000000001 -0.007134999999999999 0.091370000000000021 0.089100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 9 -9 10 11 -7 13 -13 15 -14 -17 -16 -19 20 21 24 23 -22 -18 26 27 -23 29 -29
right_child=-2 4 3 -5 -6 6 -8 8 -10 -11 -12 12 14 -15 17 16 19 18 -20 -21 22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031397881853843972 -0.003144945906015318 0.0031560761044261702 0.0028152089003102552 -0.0031287505843638087 -0.0026229467138426509 -0.0031513175622380997 -0.0030012298943700648 0.0013399261573653713 -0.002532706090346018 0.0024909457203612893 -0.0022602107183531846 0.002760678543881533 -0.0030538056152417804 -0.0031603726053693929 0.0027123813521099552 -0.0026489648287908165 -0.002176799800203774 0.0024974293334393397 -0.0010813540625037653 -0.0031486499777566754 -0.0017083997662733993 -0.0031485997566269718 -0.0014812667115318824 0.0014860738809097623 0.00071040384821913151 -0.0031341396869911022 -0.0031378441061072114 0.0004236682374439685 0.0033921750081551847 -0.0026405752222128471
leaf_weight=0.020813506096601486 0.053016927226053556 0.052991669232142047 0.017077946606150363 0.13038605406291015 0.070965277323011722 0.064616679457685566 0.052468071058683452 0.50851915434759565 0.051721960393479094 0.098119848120404529 0.1776780517948281 0.085690918611362576 0.085095321654080069 0.19946050416910921 0.20058873650850717 0.10786150015519513 0.35618340928613168 0.11520406979252584 0.18515183113049716 0.055930016009369754 0.090956392006773967 0.059511669620407548 0.13789755423204042 0.82801588042275376 0.12619774510676507 0.066815386467169335 0.06234953480088723 2.3803384244747594 0.088693411787971743 0.1271860859096704
leaf_count=4 55 118 7 580 134 30 11 239 18 29 95 5 163 135 68 435 108 35 17 15 27 23 24 264 28 219 44 913 6 61
internal_value=0 -3.01327e-05 -0.00175019 -0.00244037 1.48389e-05 4.42472e-05 1.81233e-05 4.34308e-05 0.000982401 -4.88661e-05 -9.33558e-05 -2.23712e-05 1.53555e-05 -0.00138104 9.3831e-05 -3.39985e-05 2.32598e-05 0.00126076 0.000291319 8.90646e-05 0.000130942 -9.32355e-05 0.00082398 0.0011699 -0.00142147 0.000136832 0.000217238 0.000296007 0.000374966 0.000268244
internal_weight=0 6.60449 0.168278 0.147464 6.43621 6.36524 6.31225 6.25978 0.560241 5.69954 5.60142 5.42375 5.35913 0.285151 5.07398 4.57303 4.48794 0.500945 0.300356 4.38008 4.32415 3.26728 1.05687 0.918972 0.482381 2.78489 2.71808 2.65573 2.59622 2.50752
internal_count=3910 3855 591 587 3264 3130 3012 3001 257 2744 2715 2620 2590 140 2450 2330 2167 120 52 1732 1717 1402 315 291 136 1266 1047 1003 980 974
is_linear=0
shrinkage=0.00312336


Tree=563
num_leaves=31
num_cat=0
split_feature=1 52 0 2 3 132 48 2 48 14 0 2 3 403 52 52 0 15 0 47 457 48 16 49 124 48 2 151 3 52
split_gain=0.382259 0.238033 0.237808 0.188402 0.164893 0.192718 0.15296 0.210983 0.314354 0.417629 0.152497 0.14866 0.178439 0.157859 0.15822 0.167604 0.142956 0.142382 0.1257 0.12481 0.121203 0.125899 0.125882 0.129613 0.153032 0.143207 0.179033 0.181548 0.284241 0.188519
threshold=0.10113500000000002 -0.42985499999999993 -1.0000000180025095e-35 0.14808000000000002 -0.12008499999999998 0.080815000000000012 0.12675000000000003 0.10274500000000002 -0.086624999999999994 -0.23083499999999998 -0.13027499999999997 0.11635500000000001 0.12991000000000003 -1.0000000180025095e-35 0.17829500000000004 0.14114500000000005 -0.13506999999999997 -0.029114999999999999 -0.23129999999999998 0.13135500000000003 -0.066264999999999991 -0.064549999999999982 -0.50763499999999995 1.0000000180025095e-35 -0.073304999999999995 0.093440000000000009 0.095195000000000016 0.056555000000000001 0.084925000000000014 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 17 7 10 -9 16 -3 12 13 -6 15 20 -10 -1 -8 -5 21 -15 -22 24 -24 26 27 28 -26 -30
right_child=1 2 -4 19 11 -7 18 8 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00057407786536001291 -0.0014677475041027913 0.00089235886121715369 0.0012274961181208419 0.0014675873336556602 -0.0012672436762314772 0.00082846209702677179 -0.0015709681016184026 -0.001062520437360498 -0.0009723116246185226 0.0011233264143264878 -0.00050478039816909484 -0.0014050062099074884 0.00022006781872811968 0.00075280453335133395 -0.001467780415992488 0.00068179660353706996 0.00066658306044777168 -0.00060934237691665297 -0.00035588079896493527 -0.0005572477645890793 0.0004832564004460196 -0.0014850497198169491 0.00062343425423814678 -0.0010900701612681159 -0.00058332040938131392 0.00031011136414206211 -0.00126653896290299 -0.0014385736664424664 -0.00050269421897054106 0.00095948143939060906
leaf_weight=0.26772432606958307 0.25164946744916949 0.18266252579633091 0.30677023595489927 0.25387208128813643 0.75823029121966001 0.35157909923873365 0.26107697968836874 0.29733696300536383 0.36945253075100482 1.0109936505323274 1.7983336809556938 0.48932602588320229 0.55475971533451307 0.060153315018396825 0.39693224187067233 0.23696582013508294 0.1627245952549855 1.1124193800060318 0.58701794547960151 0.086672843899577856 0.26017032930394357 0.47246811333752603 0.25848494100500463 0.82412352988467308 3.1087066771433505 0.40410994768899389 0.71474523009965185 0.38110565533861507 0.30470950514427386 0.48514298975351255
leaf_count=42 115 25 133 114 809 65 17 20 22 178 250 162 26 12 289 11 52 134 52 9 24 161 38 358 553 67 89 32 30 21
internal_value=0 -8.32058e-05 -1.76755e-05 -9.39171e-05 -0.000548625 -0.000134479 -0.000170211 -4.59943e-05 0.000309152 0.000573444 -0.000375954 -0.000622484 -0.000580958 -0.000632236 -0.000571349 -0.000523974 -0.000471184 -0.000379779 -0.000729932 0.000952242 -0.000563255 -0.00123231 -0.000510394 -0.000550282 -0.000471645 -0.000524078 -0.000591574 -0.000478848 -0.00038503 0.000395403
internal_weight=0 5.56856 5.31691 5.01014 11.4419 1.73172 4.6696 3.8215 1.84051 1.54317 1.981 9.71013 9.22081 8.66605 7.90782 7.51089 0.532177 1.38014 0.848095 0.340545 7.27392 0.532621 6.7413 6.48113 5.657 5.39852 4.99441 4.27966 3.89856 0.789852
internal_count=3910 987 872 739 2923 241 616 547 272 252 275 2682 2520 2494 1685 1396 74 176 69 123 1385 173 1212 1188 830 792 725 636 604 51
is_linear=0
shrinkage=0.00145689


Tree=564
num_leaves=31
num_cat=0
split_feature=1453 484 393 401 151 1348 4 11 1211 480 146 1374 155 150 38 2 0 50 122 159 403 0 3 0 42 50 401 16 52 15
split_gain=0.0499345 0.0495071 0.050361 0.0507261 0.0507367 0.0637974 0.0606116 0.117081 0.0638693 0.0619611 0.0591317 0.0552518 0.0556631 0.0549796 0.052304 0.0651552 0.0735376 0.0725729 0.0733543 0.0744603 0.0936981 0.0753535 0.0942347 0.12529 0.0855382 0.0687904 0.0797063 0.06952 0.0683043 0.06538
threshold=1.0000000180025095e-35 0.11701500000000002 -1.0000000180025095e-35 0.10711000000000001 -0.52174999999999983 0.090050000000000005 0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 0.08456000000000001 0.085665000000000019 0.09309000000000002 0.10222000000000002 0.081245000000000026 0.10777500000000002 0.10910500000000002 0.37339500000000009 0.10119500000000002 0.09197000000000001 0.09141500000000001 0.085745000000000016 -0.070894999999999986 -0.10942499999999998 -0.052874999999999998 0.086825000000000013 0.10030500000000002 1.0000000180025095e-35 0.081265000000000018 0.28122000000000008 -0.13578499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 10 11 12 14 -8 15 16 17 18 19 21 -21 25 -23 -24 -25 26 27 28 29 -6
right_child=-2 -3 3 -5 5 -7 13 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031290848132155612 -0.0031597778734324023 -0.0025388052087211067 -0.0026736140201643827 -0.0030610834509991378 -0.0021977513767257755 0.0029768656348741597 0.00055584257050345727 -0.0031348644563193319 -0.0031269963288139539 -0.003127845943267741 -0.0030885245686528202 -0.0025057467746525211 -0.0026236245710121778 0.0031343227905502192 -0.0022398071437545494 0.0011005090135438077 -0.003201457351151878 -0.0030430990641588359 -0.0031563822056725668 -0.0024989350740554977 0.0027224815660511466 0.002935401763490011 0.002546286965048372 0.00033443421516878935 -0.0029295727163611103 0.0031726108685897138 -0.003134927575589841 -0.0019993618160388314 -0.00314595038478589 0.0003861024770593801
leaf_weight=0.050116435222662292 0.050437238432095799 0.07647166190054111 0.066558958147652336 0.051902489490657788 0.099258066607946005 0.072452793232514412 0.59272373868952843 0.11934425520848879 0.063262916270104941 0.059936869453394936 0.057344217610079684 0.078186417529650387 0.07013002471285279 0.093196887022713781 0.08581072541346646 0.69938633609308443 0.065766100771725067 0.069293641101466963 0.063300256617367157 0.18043320518336248 0.041093110827205237 0.20963997198850848 0.22156921145870001 0.4422728375211612 0.094985414783877786 0.068267685768660047 0.076723357481568999 0.14676619331294194 0.05780186897391093 2.4351856690254854
leaf_count=76 67 139 59 168 97 40 343 147 203 232 17 44 100 81 20 279 3 206 9 179 13 34 94 95 21 3 96 62 73 910
internal_value=0 -4.26573e-05 -1.29833e-05 1.14845e-05 3.66751e-05 6.5473e-05 3.1405e-05 -7.75771e-05 -9.83819e-06 2.72076e-05 6.3137e-05 9.78535e-05 0.000137553 0.000906184 0.000175841 0.000217534 7.29905e-05 0.000124183 0.000177231 0.000229027 -0.00153036 0.000330196 0.00108336 0.000571702 -0.000242631 7.72783e-05 2.23173e-06 9.01077e-05 0.000208408 0.000284909
internal_weight=0 6.50918 6.43271 6.38259 6.33069 6.26413 6.19168 5.50576 5.38641 5.32315 5.26321 5.20587 5.12768 0.685921 5.05755 4.97174 4.27236 4.20659 4.1373 4.074 0.221526 3.85247 0.968467 0.758827 0.537258 2.884 2.81574 2.73901 2.59225 2.53444
internal_count=3910 3843 3704 3628 3460 3401 3361 2937 2790 2587 2355 2338 2294 424 2194 2174 1895 1892 1686 1677 192 1485 244 210 116 1241 1238 1142 1080 1007
is_linear=0
shrinkage=0.00312071


Tree=565
num_leaves=31
num_cat=0
split_feature=1 52 12 40 151 14 42 42 3 13 455 13 12 48 4 51 50 4 403 48 160 403 48 15 52 0 1 4 47 50
split_gain=0.293902 0.259689 0.195118 0.301279 0.20062 0.17271 0.176101 0.31808 0.260839 0.217095 0.220041 0.179251 0.245466 0.205789 0.266563 0.205595 0.262592 0.308433 0.194944 0.246561 0.24353 0.225312 0.214312 0.205357 0.173402 0.272165 0.219179 0.18302 0.16187 0.276262
threshold=0.10113500000000002 -0.42985499999999993 -0.071274999999999991 0.34489500000000001 -0.40391999999999995 0.077685000000000018 0.092145000000000019 0.091330000000000008 -0.15327499999999997 -0.014114999999999997 0.081825000000000009 -0.091229999999999992 0.084100000000000022 0.085845000000000019 0.0057500000000000008 -0.097124999999999989 0.081160000000000024 -1.0000000180025095e-35 0.03138500000000001 0.085090000000000013 0.084100000000000022 0.10150000000000002 -0.36174999999999996 0.085120000000000015 0.11588000000000002 -0.084304999999999977 0.090475000000000014 0.018480000000000003 0.096475000000000019 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 7 8 -1 10 -8 24 13 15 -15 -13 17 -17 19 22 -21 23 -14 -20 25 26 27 -10 29 -6
right_child=1 2 4 -5 28 -7 9 -9 11 -11 -12 12 18 14 -16 16 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063626249635540769 -0.0012300288444257212 0.0010741121215564987 -0.0011980572862683749 -0.0012366241948562715 0.00042313942740796048 -0.001230897798636081 -0.0012057888958669309 0.00097321166387152565 -0.0012391390832204962 -7.9929470301975637e-07 0.00072828947746652998 -0.0010096173016841863 0.001297379181689451 -0.00089071597947979874 0.00028533726142532397 0.00075709233505551492 -0.0012853074259887682 -0.00024044503127049815 -0.00056707097282746477 -0.00090329249237851132 0.00076955828589835528 -0.0012355034916278604 -0.001117604213145713 0.00087154494319760685 -0.00077008049786115771 0.0008210624939430694 0.0012017265453480878 -5.9517288150353062e-06 -0.00017117059426770238 -0.0012328824602051785
leaf_weight=0.57167980785015693 0.19503054452798085 0.65400022880930908 0.16876123845577229 0.09618578152731061 2.6373084174992978 0.2350029871886371 0.7321605025063036 0.38360794100299322 0.27034768477460591 0.57533802339457973 0.099272090301383287 0.21762205906270571 0.05672181397676257 0.84594194938472334 0.43303083573118784 1.1551290055285797 0.15599433407624008 0.76614808468730267 0.24799643679580174 0.25464069985173399 0.26279533372144215 0.18867157666682033 1.4666360626142732 0.36374001672083978 0.28514738094236225 0.72383829174213765 0.14586956414859742 0.52845384742249735 1.4643902628304202 0.15871618466917414
leaf_count=70 115 300 22 8 364 108 494 50 93 42 17 83 1 96 17 159 47 78 54 127 17 126 1090 21 42 45 15 31 141 37
internal_value=0 0.000150911 0.000202911 0.000777839 0.000105533 -0.000197082 -0.000174442 -0.000113782 -0.000160422 -0.000576492 -0.000974862 -0.000214844 -0.000313302 -0.000100683 -0.000492531 0.000117699 0.000235801 0.000359304 -0.00058075 -0.000780729 -5.36853e-05 -7.08641e-05 -0.00102768 0.000288334 0.000108454 0.000258595 -0.000172386 -0.000423314 0.00015717 0.000329135
internal_weight=0 5.37439 5.17936 0.750186 4.42918 10.9658 10.7308 9.32401 8.9404 1.40677 0.831433 8.36872 6.41507 3.57387 1.27897 2.29489 2.07727 1.92128 2.8412 2.04079 0.517436 0.800408 1.52336 0.611736 1.95366 1.66851 0.944671 0.798802 4.26041 2.79602
internal_count=3910 987 872 308 564 2923 2815 2262 2212 553 511 2142 1916 480 113 367 284 237 1436 1235 144 201 1091 75 226 184 139 124 542 401
is_linear=0
shrinkage=0.00121906


Tree=566
num_leaves=31
num_cat=0
split_feature=1 52 47 15 1 0 50 44 484 48 403 483 14 51 13 1186 13 1 42 14 11 1213 15 12 16 3 4 3 3 52
split_gain=0.251256 0.223931 0.216038 0.280277 0.222677 0.212042 0.206755 0.213135 0.205938 0.197445 0.158168 0.160069 0.157231 0.158495 0.156486 0.152224 0.149749 0.155732 0.136376 0.211885 0.135243 0.139922 0.145758 0.126116 0.12506 0.24088 0.165881 0.24304 0.173552 0.163725
threshold=0.094485000000000013 -0.42985499999999993 0.096300000000000011 0.035895000000000003 0.11026000000000001 -0.10303999999999998 0.11843500000000001 0.086480000000000015 -0.065229999999999996 0.12862000000000004 -1.0000000180025095e-35 0.083960000000000021 0.077685000000000018 0.08955500000000001 -0.10939499999999998 0.091570000000000026 -0.057284999999999996 0.13026000000000001 -0.099059999999999981 -0.073394999999999974 -0.0084249999999999985 -1.0000000180025095e-35 -0.14676499999999995 0.092475000000000016 0.3935300000000001 -0.5217799999999998 -0.51381999999999983 -0.15121499999999996 0.084925000000000014 0.16064500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 6 -5 -6 7 9 -1 -3 14 12 13 15 -10 20 17 23 -18 -20 -12 -22 -23 -4 26 -26 -24 -28 29 -29
right_child=1 2 16 4 5 -7 -8 -9 10 -11 11 -13 -14 -15 -16 -17 18 -19 19 -21 21 22 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0013021864058136671 -0.0012990968685697905 0.00085062858491372865 0.0004953858037221936 -0.0010548809858184254 0.0012034703790661176 -0.00043521452283774728 -0.00074317922937113467 -0.0010930671890677338 0.00052062113971523469 -0.00034758305999264166 -0.001305463734017065 -0.0013078702193897156 -0.0013089523967953984 -0.00075481999219947037 -0.0010128637325737642 -0.0013135692965876087 0.00032488389303309223 0.0012368740280739817 0.00064070055622385746 -0.0010973753936525407 -0.0012949073453068392 -0.0011533832257861519 -0.00079714600744204577 -0.00075905086553359699 0.0013587718296450598 -0.0013196219827072029 0.0013070963137667543 4.625879346384426e-05 0.00051984900771565056 -0.0012412580954704387
leaf_weight=0.27969286503502999 0.17556152274482872 2.2835900536447324 0.28004276705905784 0.36072895490360668 0.22855061391601339 0.31274058372946456 0.19009630003711198 0.11197326477849845 0.13553224194038194 0.25573142594657827 0.1266249886248233 0.1849709730959147 0.17299271580122866 0.51348175221210102 0.62191541023275743 0.14661808876553539 0.248789204051718 0.197946670523379 0.14397724971058767 0.63282245118170977 0.12804593276814369 0.15881772795546378 0.29853744930005355 0.25703320058528334 0.07323736883699894 0.24067854075838102 0.30898675514617657 3.8260128128822664 1.3990729856304822 0.17261484705886676
leaf_count=408 143 588 35 105 18 53 31 13 22 14 16 107 68 143 765 28 9 27 16 91 184 54 22 44 2 106 28 552 80 138
internal_value=0 0.000138632 0.000184491 0.000360192 -0.000267823 0.000256691 0.00055956 0.000652966 -0.000210354 0.000729958 -0.000174461 -0.000119342 -9.02847e-05 -6.17674e-05 -0.000738473 -1.00364e-05 -0.000189086 0.000256404 -0.000508361 -0.000775229 1.83509e-05 4.3726e-05 7.0186e-05 -0.000104961 0.000100938 -0.000694746 0.000142531 0.000191689 0.000127838 -9.32141e-06
internal_weight=0 5.67958 5.50402 3.74341 0.90202 0.541291 2.84139 2.65129 8.78783 2.53932 8.50814 7.75069 7.56572 7.39273 0.757448 6.87925 1.76061 0.735023 1.02559 0.7768 6.73263 6.606 6.47796 0.537076 6.31914 0.313916 6.00522 5.70669 5.3977 3.99863
internal_count=3910 1187 1044 822 176 71 646 615 2723 602 2315 1528 1421 1353 787 1210 222 106 116 107 1182 1166 982 79 928 108 820 798 770 690
is_linear=0
shrinkage=0.00129316


Tree=567
num_leaves=31
num_cat=0
split_feature=124 38 3 1366 1456 1373 1375 39 42 132 4 48 52 15 43 3 49 41 2 16 156 147 1455 1374 0 16 51 151 12 33
split_gain=0.0509171 0.142326 0.0953451 0.0819887 0.0669069 0.0603119 0.0619389 0.056719 0.103525 0.0857228 0.0618136 0.0992364 0.0918968 0.0857679 0.109258 0.099242 0.0771192 0.0689684 0.0664056 0.0662387 0.0715313 0.0703196 0.0676215 0.071123 0.187491 0.0745135 0.102342 0.064237 0.0634391 0.0608816
threshold=-0.048219999999999992 0.081245000000000026 0.31335500000000011 -1.0000000180025095e-35 0.075285000000000005 0.11103 0.060690000000000008 0.15608500000000003 -0.11145999999999999 0.080815000000000012 0.15927500000000003 0.11930500000000001 0.16064500000000001 0.090505000000000016 -0.084184999999999996 -0.082204999999999986 -0.086904999999999996 0.083565000000000014 0.10274500000000002 -0.19424999999999998 0.091280000000000014 0.092645000000000019 0.0034400000000000008 -0.094679999999999986 -0.12329499999999999 -0.091214999999999977 0.12527000000000002 -0.086909999999999987 -0.051479999999999991 -0.007134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 8 9 -5 13 12 -12 16 15 -15 18 19 -10 -18 22 -22 23 -21 -25 26 -26 -16 -27 -30
right_child=2 -3 -4 4 -6 -7 -8 -9 10 -11 11 -13 -14 14 27 -17 17 -19 -20 20 21 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=0.0019563553244151487 -0.0035466641943758138 -0.0032178431266173179 0.0035259529855879959 -0.00355707822182303 -0.0029549717341319707 -0.0035586587931587983 0.0025195528543781255 0.0028648071868967498 -0.0031353971963209186 0.0023584729411178667 0.001313139310938026 -0.0026344297452096498 -0.0021277150571370842 -0.0021557729714921938 0.0030424626582141062 0.0032138304439895868 -0.0018677172455559324 -0.003476599444132819 0.0010639665170940637 -0.0010305835663385293 -0.0032350127175641988 0.0035346108695113272 -0.0035370490758712108 0.0023574757433578617 -0.0034979812859984995 -0.003524958624974386 0.0032851523601911733 -0.003398557884354276 -0.0032167025558419121 0.00053576233676494434
leaf_weight=0.3785626859498733 0.089923493978858349 0.079680407889100024 0.085702751688586321 0.17932311809454393 0.1042883912250544 0.062173346021154319 0.111782902109553 0.077464987036364508 0.17601371013734057 0.036507011311186943 0.95538500021575579 0.10401239372731641 0.10685822874802398 0.08405283238607808 0.020578611409291625 0.086458026964464807 0.1974249649028933 0.067665108594155643 0.063428896479308605 0.36969333248271397 0.12240886705149012 0.022490286035463214 0.054560489457799011 0.59466872734992726 0.13532182228482392 0.051807964355250813 0.03457943964349397 0.28051057547008884 0.055190513143319353 1.7859843718078909
leaf_count=278 64 41 119 178 271 18 56 34 70 22 271 25 44 65 5 27 24 59 9 50 188 10 107 92 255 13 10 493 15 997
internal_value=0 0.00105665 -0.000159448 -0.000211823 -0.000161343 -0.000111424 -7.43064e-05 -0.000125513 -0.000166989 -0.00255648 -7.09351e-05 0.000645807 0.000967001 -0.000269826 -0.00168376 0.0005669 -9.11158e-05 4.13575e-05 -0.00202298 0.000110877 0.000231936 -0.00218428 0.000345541 0.000415517 0.000616685 0.000114867 -0.00211743 -0.00295833 0.000315222 0.00042328
internal_weight=0 0.458243 6.11626 6.03056 5.94063 5.83635 5.77417 5.66239 5.58492 0.21583 5.36909 1.16626 1.06224 4.20284 0.4716 0.170511 3.73124 3.4918 0.239443 3.42413 3.22671 0.144899 3.08181 3.02725 2.65755 2.06288 0.169901 0.301089 1.89298 1.84117
internal_count=3910 319 3591 3472 3408 3137 3119 3063 3029 200 2829 340 315 2489 590 92 1899 1820 79 1761 1737 198 1539 1432 1382 1290 265 498 1025 1012
is_linear=0
shrinkage=0.00351882


Tree=568
num_leaves=31
num_cat=0
split_feature=1456 42 39 42 1365 13 393 1456 133 155 1 1373 1 47 33 9 2 160 12 43 42 157 0 2 4 49 52 13 12 0
split_gain=0.19044 0.198258 0.26744 0.223381 0.185972 0.182343 0.179911 0.177797 0.171095 0.171602 0.155146 0.150142 0.157036 0.193684 0.15859 0.182751 0.189982 0.186332 0.177784 0.170135 0.310073 0.178098 0.192589 0.17262 0.155453 0.147975 0.216311 0.21965 0.146617 0.158162
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.005105000000000001 -0.085679999999999992 1.0000000180025095e-35 -0.093439999999999981 1.0000000180025095e-35 0.075285000000000005 0.19121000000000002 0.10222000000000002 0.096630000000000008 0.11103 0.12811000000000003 0.11939500000000002 -0.007134999999999999 0.091370000000000021 0.086545000000000025 0.085545000000000024 0.10852500000000001 -0.15648499999999999 0.092145000000000019 -1.0000000180025095e-35 -0.22851499999999997 0.088735000000000022 -0.082509999999999986 0.10581000000000002 0.11262000000000001 -0.091849999999999987 0.097345000000000015 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 7 10 -2 8 9 11 -4 12 13 14 -3 16 17 24 19 -18 21 22 -21 -22 -16 26 27 -23 29 -26
right_child=1 2 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 18 -19 -20 20 23 25 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00076768632188622455 -0.0003832485893457136 -0.00096860555394828165 -0.0011693405733132157 -0.00086854961203408805 -0.0011016937483503957 0.0008139016893218623 0.00039858530115882907 -0.00093963605123630577 -0.001158189269355112 -0.00099018928401312231 0.00051584430651064619 -0.0011707775623361204 0.00062440194638826779 -0.0011719013958793516 0.00045175227682897352 0.001099986453577847 0.00088086188140365648 -0.0011273112332263757 -0.00072120941141889244 0.0010375179392047385 0.00094475702900604632 0.00091661974573264071 -0.00060362446407510319 -0.00093605697758510444 0.00051656402879938048 0.00095314870423296059 -0.00045095940119826831 0.00019012220816346678 0.00069635869870161187 -0.00057093673229960211
leaf_weight=0.48928428703584259 1.1054313759450454 0.19416892825391308 0.13022932049352676 0.72850637432566046 0.21085455980210177 0.86434748161264063 0.59878951477003273 0.2652016849206128 0.16169854721374655 0.2113845218773357 0.16149459638108965 0.1297418125614066 0.63616484622616631 0.17253448629344426 0.49971725062641836 0.22621225001057688 0.46015556354540255 0.26622238229901984 0.2830462607598746 0.11500211508246139 0.074826794036198296 0.74632244669918657 0.52571454906136139 0.46188243560027331 0.2072999915108088 0.46451408162829455 0.4814966208723489 2.0790234874003 0.17855307196441583 1.1869697643851389
leaf_count=369 455 26 20 498 63 306 64 253 203 150 46 17 135 37 63 17 25 52 56 11 15 74 166 115 8 36 74 175 22 359
internal_value=0 -3.84401e-05 2.51167e-05 -0.000336137 -3.40198e-05 0.000548857 -0.000108546 -1.15699e-05 1.36409e-05 3.33768e-05 -0.000236444 5.64201e-05 7.36146e-05 3.29832e-05 5.75816e-05 8.17132e-05 5.30302e-05 -0.00022261 0.000166287 0.000212729 0.000150604 0.000250894 -0.000309056 -0.000673838 -0.000106399 0.000346023 0.00026074 0.000382028 -0.000283734 -0.000409247
internal_weight=0 13.8275 11.3948 2.43273 10.2387 1.15607 1.70422 10.0279 9.76265 9.60095 0.291724 9.38957 9.25983 8.62366 8.45113 8.25696 8.03075 2.33876 5.69198 5.40894 4.94878 4.41207 0.640717 0.536709 2.07254 3.77136 3.30684 2.82535 1.57282 1.39427
internal_count=3910 3541 2524 1017 2152 372 519 2089 1836 1633 66 1483 1466 1331 1294 1268 1251 504 747 691 666 536 177 130 452 359 323 249 389 367
is_linear=0
shrinkage=0.00114875


Tree=569
num_leaves=31
num_cat=0
split_feature=1 484 52 150 0 3 403 3 4 4 3 124 4 160 2 1429 2 15 15 151 47 1212 0 1373 1374 4 2 48 47 50
split_gain=0.215437 0.202159 0.197387 0.180853 0.169044 0.229451 0.189487 0.164769 0.229343 0.163923 0.16321 0.240948 0.153932 0.148831 0.138939 0.201365 0.161655 0.209768 0.2467 0.246283 0.156397 0.162839 0.166722 0.137794 0.14897 0.125853 0.248929 0.123722 0.147639 0.141074
threshold=0.094385000000000011 -0.065229999999999996 -0.42985499999999993 0.075065000000000007 -0.077944999999999987 -0.084129999999999996 -1.0000000180025095e-35 -0.088024999999999978 -0.48072499999999996 0.39574000000000004 0.10666500000000002 -1.0000000180025095e-35 -0.082509999999999986 -0.40446999999999994 0.086545000000000025 0.079720000000000013 0.087005000000000013 -0.008624999999999999 -0.091024999999999981 -0.0035949999999999997 0.09550500000000002 -0.5172699999999999 -0.22384499999999996 -1.0000000180025095e-35 0.09309000000000002 -0.0025899999999999994 0.099675000000000014 -0.085784999999999986 0.09252500000000001 0.14061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 13 5 9 -7 8 -6 -3 11 -9 -8 -4 15 20 -16 18 19 -18 21 -14 -23 -5 -25 -13 -27 -15 29 -29
right_child=2 4 3 23 7 6 12 10 -10 -11 -12 25 14 27 16 -17 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0013311522539919808 -0.0013260856217379823 -0.00092516995942791579 -0.0013363951352649607 -0.00031754782605646531 -0.00043192073065191129 -0.0013238460483653656 0.00086881214633922129 0.0011613024889488067 0.0007988694561205708 0.0013361436342853199 0.00049719868948654589 -0.0012191007687505596 0.0010550278646936353 -0.00097208456179186152 0.00095838765356096197 0.0012715756384220796 0.00054675166716158612 0.00049076204933594749 -0.0013400978895389789 -0.00088128917287663992 0.00060027061609344045 -0.00023703798923218236 -0.0013557315634773099 0.0010343900220525862 -0.00090144106061089359 0.0013834686570484748 -0.0013289212496350158 0.00046264953455921415 -0.00017109307575437552 -0.0013329704866652319
leaf_weight=0.27226690099996531 0.15554367058939522 1.1438953205033602 0.13132292409136459 0.20826939918333665 0.37215664974064566 0.22913990210508828 0.27170614524220482 0.12210955335467588 0.90385733486618869 0.058681153459474333 0.36741448956308886 0.49526083209639182 0.075127113072084861 0.1798373819037814 0.2911722787539478 0.10361835969888478 0.5104449678910894 0.68017606850480694 0.3605549149797298 0.35760339959233489 0.15427203803847067 0.35971479379804772 0.65316562524458577 0.82958645924372809 0.075518710887990892 0.11156532649329143 0.12483910524315434 1.8535479243000743 1.4239057313534429 0.079450749675743171
leaf_count=407 144 744 38 12 29 240 20 17 129 7 18 344 17 19 19 8 25 116 121 133 27 21 185 246 12 6 82 510 199 15
internal_value=0 -0.000213583 0.000136792 0.000184381 -0.000174304 -0.000308751 -0.000158358 0.000108313 0.000439903 -0.000814826 -0.000238164 -0.00055462 -8.84023e-05 4.29929e-05 -0.00016175 -0.000495698 4.25538e-05 -9.71509e-05 -0.00042263 -4.15476e-05 -0.000643106 -0.000819408 -0.000958438 0.00065019 0.000872871 -0.000840995 -4.88747e-05 9.4211e-05 0.000151335 0.000388845
internal_weight=0 8.01874 4.93698 4.78144 7.74648 5.24927 4.0467 2.4972 1.27601 1.20258 1.22119 0.853775 3.81756 3.66806 3.54585 1.3459 2.19995 1.90878 1.2286 0.868048 1.24228 1.08801 1.01288 1.11337 0.905105 0.731665 0.236404 3.53674 3.3569 1.933
internal_count=3910 2715 1195 1051 2308 1683 932 625 158 751 467 449 692 781 672 258 414 395 279 158 250 223 206 270 258 432 88 743 724 525
is_linear=0
shrinkage=0.00131955


Tree=570
num_leaves=31
num_cat=0
split_feature=39 13 13 457 132 403 2 52 42 13 51 1 4 0 376 12 1375 43 394 393 42 16 475 2 16 3 151 0 453 4
split_gain=0.267941 0.305054 0.293602 0.257983 0.266776 0.265109 0.227488 0.280256 0.276436 0.225988 0.21507 0.24329 0.210186 0.188612 0.18703 0.180433 0.177749 0.171495 0.231633 0.244056 0.173925 0.21583 0.193257 0.231613 0.18848 0.167137 0.209585 0.184828 0.166951 0.160094
threshold=0.005105000000000001 -0.094679999999999986 -0.084184999999999996 0.081330000000000013 0.079995000000000011 -1.0000000180025095e-35 0.086545000000000025 0.11588000000000002 0.092145000000000019 -0.083924999999999986 -0.40274499999999996 0.088010000000000019 0.018480000000000003 0.076335000000000014 0.048695000000000009 0.10881 -0.43271999999999994 -0.50992999999999988 -0.082514999999999991 0.085075000000000012 -1.0000000180025095e-35 0.070590000000000014 -0.083684999999999982 0.088485000000000022 0.67964000000000013 -0.11266 -0.024429999999999997 -0.074014999999999984 1.0000000180025095e-35 -0.14301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 13 4 9 -6 -1 8 15 -4 -2 14 17 -3 -12 -8 -5 -11 19 -19 -20 22 -22 29 -23 -25 -27 -28 -14 -24
right_child=10 2 3 16 5 -7 7 -9 -10 12 11 -13 28 -15 -16 -17 -18 18 20 -21 21 24 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.00038074103280316343 -0.0015129969423262708 -0.0013276261635001699 0.0011299957078309678 -0.00038613665739769203 -0.0014931341997848175 0.00074992417099194121 0.0011245007981237505 -0.00080262649568406646 -0.00080826353079591941 0.00039348823375310102 -0.0011532517033122863 0.00086317135294290259 -1.8907948371763706e-05 0.0015764332113231306 0.00063414674281414042 -0.00045351261775197619 0.00052435977732582617 -0.001499322510523513 -0.0015048010834726672 0.0010992369796133466 0.00081062640010707979 -0.0014531009038848631 0.00024463600814627381 0.0010490259041384391 0.00092656959019362067 0.0011465269630715359 -0.0001312613594880947 -0.001543385104228519 -0.0015147315492780263 -0.0013578431098722145
leaf_weight=0.85852889917441766 0.1198945526411993 0.74315574690990693 0.20703109460009539 0.67908644169801879 0.13606800153502263 0.81700811642804172 1.4618185219296722 0.30322682630503539 0.2246824028843547 0.33772941712231652 0.28036710200831194 1.4037760670908026 2.563921988687071 0.053040992468595505 0.24098013748880476 0.18017005210276682 1.5765312772273308 0.11075382633134445 0.6675541267177304 0.28821482427883893 0.24540440336568092 0.91672911198838836 0.16428217067732298 0.21432544957497146 0.080118376121390611 0.16370982899388753 0.51804708217241557 0.33973691067512846 0.17654681298881758 0.86289173270052921
leaf_count=156 20 557 28 17 101 148 166 65 47 39 60 358 374 1 21 9 162 94 488 35 30 295 14 16 5 16 126 84 18 360
internal_value=0 -0.000153916 -0.000261519 -0.000198731 -0.00031368 0.000429689 0.000267548 0.000524046 0.000739554 -0.000403852 0.000420428 0.000540839 -0.000445363 -0.00113416 -0.00032707 0.000951351 0.000250242 -0.000629619 -0.000705199 0.000377876 -0.000808753 -0.000676195 -0.000443456 -0.000579452 -0.00126184 -0.000145502 -0.000396132 -0.000690552 -0.000115272 -0.00110155
internal_weight=0 14.8903 11.8619 11.0657 8.81007 0.953076 3.02843 2.1699 1.86667 7.857 2.04502 1.92512 7.64997 0.796197 0.521347 1.64199 2.25562 4.9095 4.57177 0.398969 4.1728 3.50525 2.5084 2.26299 0.996847 1.23582 1.02149 0.857784 2.74047 1.02717
internal_count=3910 3451 3008 2450 2271 249 443 287 222 2022 459 439 1994 558 81 175 179 1602 1563 129 1434 946 646 616 300 242 226 210 392 374
is_linear=0
shrinkage=0.00148784


Tree=571
num_leaves=31
num_cat=0
split_feature=123 133 52 13 13 403 1 52 155 132 403 13 50 1 0 150 1176 0 13 0 4 52 0 457 457 131 48 13 34 158
split_gain=0.232805 0.235197 0.242554 0.214768 0.272521 0.219164 0.217142 0.247427 0.208791 0.20782 0.219468 0.191853 0.224135 0.240273 0.188361 0.182827 0.178384 0.149619 0.149562 0.276058 0.148852 0.227589 0.192621 0.178611 0.160452 0.13759 0.137361 0.143625 0.133982 0.147765
threshold=1.0000000180025095e-35 -0.0023199999999999996 0.28122000000000008 -0.094679999999999986 -0.084184999999999996 -1.0000000180025095e-35 0.13213500000000003 0.11588000000000002 0.082265000000000019 0.079995000000000011 0.10150000000000002 -0.083924999999999986 0.086815000000000017 0.14071500000000001 -0.084304999999999977 0.086765000000000023 0.085555000000000006 0.076335000000000014 -0.123625 -0.10071499999999999 -0.23071499999999998 0.10599500000000002 1.0000000180025095e-35 -0.066264999999999991 -0.14941999999999997 0.11163000000000002 -1.0000000180025095e-35 0.26667500000000005 -1.0000000180025095e-35 0.086290000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 26 6 17 16 7 14 9 10 11 -7 20 -14 15 18 -6 25 -1 -20 21 -13 23 24 -22 -5 -3 -28 -25 -30
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=-0.00052570801317545167 -0.00068517156534987124 -0.0003675573767747843 -0.0012088857361514183 -0.0011476187900214755 -0.0010464722473231556 0.0010101488891024392 0.0012055693672556487 -0.00087325875187652471 -0.001071832225224844 0.00052707772555783455 -0.0012141066925850045 -0.0008503419602141608 -0.00097652216651316324 0.0010076531029908193 0.00071049775831634259 0.0010320600037715707 0.00079560669165115532 0.0012530596462381313 0.00074844770172945944 -0.0012093993788143205 0.00036082777706932981 0.00045881798751045219 0.0010935036070897127 -0.0009857798906128994 -0.0010671112138000809 0.0011061669614793263 0.0011168907589986312 -0.0006785496138786998 0.00010765512659014329 -0.00076861121558101169
leaf_weight=0.77189052173344019 0.23188864551775612 0.12397047935519345 0.092827089829370268 0.66578808531630684 0.57437133531129347 0.22289935569278263 0.26616741456382431 0.34333305989275675 0.30329258375422874 0.77953092068492047 0.2527477488183657 0.69533493276684666 0.68203761657059647 0.099951234180480242 0.74036134511697982 0.20369218369887665 0.086385425645858049 0.044072538614273071 0.43232820139383032 0.13499197745113567 0.15544571308419108 0.26082877907902002 0.2267109176609664 0.17886753936180522 0.4059320097658129 0.041078438749536872 0.81169627112103715 0.069055609870702028 5.5570588882765444 0.28918881469144242
leaf_count=92 43 31 7 559 703 16 97 72 213 154 134 78 234 4 66 41 19 1 43 53 17 15 39 34 69 5 248 5 680 138
internal_value=0 0.000408482 0.000639547 -0.000114209 -0.000187309 -0.000138774 0.000176938 7.27008e-05 -9.51889e-05 -6.49836e-05 -0.000116111 -8.44829e-05 -0.000113016 -0.000722911 0.000214944 -2.2847e-05 -0.000805644 -0.000883435 -0.000183297 0.000282584 -5.16294e-05 -0.00049322 1.03434e-05 -2.69396e-05 -0.000671714 -0.00101664 0.000810325 0.000976119 3.3136e-05 6.431e-05
internal_weight=0 1.32944 1.09755 14.4143 11.5215 10.7706 2.89276 2.6266 10.1098 9.80653 9.027 8.77426 8.55136 0.781989 2.28326 1.5429 0.660757 0.750939 1.33921 0.56732 7.76937 0.956164 6.8132 6.58649 0.561378 0.706867 1.00472 0.880752 6.02512 5.84625
internal_count=3910 334 291 3576 3112 2547 464 367 1825 1612 1458 1324 1308 238 295 229 722 565 188 96 1070 93 977 938 86 564 284 253 852 818
is_linear=0
shrinkage=0.00119516


Tree=572
num_leaves=31
num_cat=0
split_feature=1 150 484 14 3 3 403 160 2 39 3 51 453 51 48 15 47 39 13 2 4 0 0 0 16 1 1 159 124 122
split_gain=0.301411 0.334067 0.279134 0.238706 0.233526 0.299948 0.280393 0.273397 0.242916 0.221149 0.184636 0.188623 0.199906 0.181229 0.179381 0.211723 0.258437 0.254928 0.24883 0.187752 0.218549 0.327158 0.181276 0.229801 0.260431 0.172839 0.174941 0.179611 0.168673 0.179432
threshold=0.094485000000000013 0.075065000000000007 -0.065229999999999996 0.077685000000000018 -0.12008499999999998 0.084925000000000014 -1.0000000180025095e-35 -0.082969999999999988 0.085355000000000014 0.084155000000000021 0.31335500000000011 0.14795500000000003 1.0000000180025095e-35 -0.40274499999999996 0.086870000000000017 -1.0000000180025095e-35 0.09550500000000002 0.005105000000000001 -0.098524999999999988 0.095195000000000016 0.044585000000000007 -0.084304999999999977 -0.083424999999999985 -0.07773999999999999 -0.090809999999999988 0.10420500000000001 0.096230000000000024 -0.48366999999999993 -0.52484999999999993 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 4 -4 6 -6 -8 -7 10 11 12 25 -11 15 16 18 19 -9 20 21 -17 -23 24 -24 26 -2 -28 -15 -30
right_child=1 -3 3 -5 5 8 7 14 -10 13 -12 -13 -14 28 -16 17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0013064350428371484 0.00049333106356969124 0.00065430563753749805 0.00033718460328910506 -0.0013203314624684282 -0.0011832829036969715 0.0012309480684001544 -0.0011494938648294317 0.00016258882875020615 -2.9825641428536019e-06 -0.0013260140356710754 0.00096538299235925963 -0.0013232710602634127 -0.0011784482297980557 -0.0013204250615576488 0.0003705799453166314 -0.0011447180028462908 0.00066885584174249232 0.0011171386271018101 -0.0012878789203703536 -0.001031935259467823 0.00094266710551153766 0.00081798443466215654 0.0011321682167137615 0.00043025949263154033 -0.0013072502711757527 8.7665694451310064e-05 0.0011541136262945473 -0.0011832075321328267 0.0011212765727232998 -0.00057228288034239959
leaf_weight=0.3850281076811396 0.18619132772437286 1.5349829206388674 1.4115512201096851 0.30075313789711877 0.65672637084935459 0.30372832607827183 0.5550280240859119 0.25557305448455725 2.2086429590708576 0.080467972555197775 0.23207386820286036 0.2442118911712895 0.29239887569565315 0.063906775787472725 0.79598013895156317 0.48994562718143964 0.19018804236839049 0.26160849095322181 0.87780963296972681 0.40475436700216949 0.30513454601168621 0.40159243994275828 0.09023430448723746 0.46267688486842351 0.38899465180293191 2.7438752522575669 0.06132538546808064 0.53543894748145249 0.68574926441942796 0.123567282455042
leaf_count=408 46 275 118 90 745 17 320 17 117 7 89 30 24 4 103 138 33 16 311 79 10 25 5 53 118 331 5 161 204 11
internal_value=0 0.000123435 -0.000224844 -0.00018465 -0.000150699 -0.000230327 -0.000384485 -0.000288748 0.000146191 -3.18035e-05 -0.000156921 -0.000221019 -0.000150538 0.000531737 -0.000191735 -0.00030015 -0.000726633 -9.89048e-05 -0.000960805 -0.000223988 -7.10728e-05 -0.000239786 9.02231e-05 -0.000220066 -0.000847931 -6.53168e-05 -0.000601445 -0.000943017 0.00070293 0.000862702
internal_weight=0 6.78419 10.746 10.3609 10.0602 8.64862 6.13625 5.47952 2.51237 5.24921 4.29552 4.06344 3.81923 0.953691 4.92449 4.12851 1.32357 2.80494 1.13338 2.54333 2.13858 1.83344 1.3435 0.941906 0.479229 3.52683 0.782956 0.596764 0.873223 0.809317
internal_count=3910 1187 2723 2315 2225 2107 1973 1228 134 912 686 597 567 226 908 805 361 444 328 428 349 339 201 176 123 543 212 166 219 215
is_linear=0
shrinkage=0.00129368


Tree=573
num_leaves=31
num_cat=0
split_feature=1213 475 1455 1429 4 481 133 403 1374 1 14 43 52 13 13 151 151 160 13 124 32 16 16 16 1186 484 3 16 3 13
split_gain=0.055167 0.0576263 0.0542275 0.0542942 0.0581777 0.0621314 0.0630887 0.0633637 0.065707 0.066265 0.0691156 0.0655621 0.0663549 0.0622421 0.0610135 0.0594219 0.0610355 0.101475 0.0820118 0.0911572 0.0980937 0.0727668 0.064139 0.0726976 0.0579606 0.0604438 0.0658874 0.0600544 0.101012 0.0658171
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.073559999999999987 -1.0000000180025095e-35 0.50657000000000008 1.0000000180025095e-35 -0.26719999999999994 -0.084084999999999979 0.090240000000000015 0.099595000000000017 0.077685000000000018 -0.4045149999999999 -0.42985499999999993 -0.15355999999999997 -0.45122499999999993 -0.40391999999999995 -0.093064999999999981 -0.082969999999999988 -0.010384999999999998 -0.50724999999999987 0.084650000000000017 0.032820000000000009 -0.010344999999999998 -0.072359999999999994 -1.0000000180025095e-35 -0.0043499999999999988 0.10223 0.3935300000000001 -0.34922499999999995 0.17936000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 14 13 9 10 24 -11 -13 -8 -5 -14 -17 -18 19 -19 -21 22 23 -20 -9 26 -26 29 -29 -27
right_child=2 -3 3 4 -6 -7 7 8 -10 11 -12 12 15 -15 -16 16 17 18 21 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0037531704950860053 -0.0037505866213252154 -0.0029773371767582301 -0.0025250323669584176 0.0038104681171434742 0.0025664710881652384 -0.003759133031749233 0.0026155792924941151 -0.0037506909515229551 -0.0024435405651604897 -0.0029892526996189188 -0.0037546688606776967 -0.0037449639723724643 -0.0027892954076485918 -0.0035450403208820138 -0.0032435710355002974 0.0037124755160529879 -0.0021549292743057872 -0.0033380519578962947 0.0013046872219445187 0.0032937253213883889 -0.0017194021553266711 -0.0013753335596408799 0.0037467600088106471 -0.0020648992778980529 -0.0037605259012138325 0.00036874139220991061 0.0022789876197879585 0.0038552656460785185 -0.0037918872181330141 -0.0017302521530351339
leaf_weight=0.020113015547394753 0.054214527118347067 0.15026199618660019 0.11672863401508937 0.019614469259977341 0.12509183587098949 0.060885193948706617 0.028406917292159051 0.056539460190834112 0.13338591140927736 0.061882312293164321 0.069437126865523058 0.041538345491062389 0.055022545988322125 0.11728491913072492 0.13327022638441111 0.12075610607280385 0.13366688854875963 0.036948950495570676 0.43645075829772395 0.47924519813568589 0.061400833576044533 0.2129615965859557 0.10939721211616449 0.11224233970278874 0.10765413272020019 3.4175673606087007 0.032881320832530037 0.030416134744882584 0.11573916099951009 0.22183209915601754
leaf_count=4 124 588 178 1 209 89 7 36 67 13 68 59 22 437 205 44 43 7 95 229 8 47 41 16 323 803 10 1 73 63
internal_value=0 -0.00218279 -3.10741e-05 -7.42558e-07 4.43705e-05 -4.876e-06 3.11459e-05 8.96496e-05 0.000148281 0.000206741 -6.11811e-05 0.000789945 0.000919896 -0.00234385 -0.00233857 0.00103011 0.00115351 0.000958219 0.00124547 0.00233657 0.00272439 0.00052196 0.00113593 0.000615394 3.21482e-06 5.72747e-05 -0.00234745 0.000146548 -0.00220045 0.000240802
internal_weight=0 0.170375 6.70246 6.64825 6.53152 6.40643 6.34554 6.19266 6.04697 5.91358 4.05207 1.86151 1.79963 0.145692 0.152885 1.75809 1.70307 1.58231 1.44865 0.577595 0.540646 0.871052 0.65809 0.548693 3.98263 3.92609 0.140535 3.78555 0.146155 3.6394
internal_count=3910 592 3318 3194 3016 2807 2718 2512 2068 2001 1377 624 611 444 206 552 530 486 443 244 237 199 152 111 1309 1273 333 940 74 866
is_linear=0
shrinkage=0.0037342


Tree=574
num_leaves=31
num_cat=0
split_feature=1 52 484 1446 12 40 151 151 403 51 15 3 1348 1456 15 42 47 14 48 15 483 0 48 52 52 43 129 49 151 129
split_gain=0.227798 0.243823 0.219307 0.204107 0.218208 0.22038 0.207944 0.196561 0.18319 0.190796 0.18296 0.174524 0.184138 0.17115 0.201299 0.303608 0.187754 0.24085 0.193965 0.182745 0.163122 0.160627 0.149775 0.14983 0.14445 0.138905 0.134509 0.148947 0.227704 0.181361
threshold=0.094385000000000011 -0.42985499999999993 -0.065229999999999996 0.091520000000000018 -0.041094999999999993 0.34489500000000001 -0.40391999999999995 -0.093064999999999981 -1.0000000180025095e-35 0.08955500000000001 -0.14676499999999995 0.16699000000000003 0.090050000000000005 -1.0000000180025095e-35 0.024640000000000006 0.086700000000000013 0.09252500000000001 -0.46637499999999993 0.12862000000000004 0.18599000000000002 0.083960000000000021 -0.074249999999999997 0.089715000000000017 -0.37613999999999997 -0.080899999999999986 -0.074254999999999988 -1.0000000180025095e-35 -0.084114999999999981 0.099410000000000012 0.093990000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -6 -8 24 10 -10 12 13 -9 16 -16 17 -15 -19 -17 22 25 23 -12 -4 -18 -25 28 -28 -29
right_child=1 3 8 -5 6 -7 7 11 9 -11 20 -13 -14 14 15 19 21 18 -20 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.0014963754690828612 -0.0014943055818496462 0.0010680026567320932 -1.6980234448990166e-05 -0.0014722702021843707 -0.0014384706517611989 -0.0015033629965087718 0.0014632932607648724 -0.0015135099919957355 -0.001379426932040195 -0.00097365154879725283 -0.0014995647197296748 0.0011164717212341483 0.0015140574583872542 -0.0006847585635554259 -0.0013418341235790885 -0.0010263208922129544 0.0002897047649781867 0.001024465752939046 -0.00067342855715751067 0.0014485209649173468 -0.0015078033721297951 0.00035795125352125945 0.00062429230239018692 -0.0015005264738557449 -0.0014021590752094715 -0.0010907911873026389 -0.0011944420065753154 0.00014807322756801465 0.00064183371295971467 -0.0015075811906974032
leaf_weight=0.29166488038390426 0.19496388317202207 0.93520661414368056 0.25999372041405877 0.15808857590309333 0.18464904651045788 0.079891314264386892 0.24564192659454409 0.16956551851762958 0.22390496844309193 0.53837346740328929 0.15558689732278974 0.34281601682596363 0.17284557971288439 0.29309210280189368 0.50805637768644363 0.10221963532239897 0.2314898434560746 1.1473884495790123 0.17068055132403959 0.18537621607538313 0.15802991620148521 0.60111132747260831 0.79874078965804063 0.1329075624671513 0.46108692044799493 0.52822789260244463 0.48596284844097493 4.9682585919217743 0.21514533244771883 0.15052982555062033
leaf_count=407 144 362 78 35 24 8 30 58 77 173 127 77 24 24 51 63 12 171 4 15 81 42 82 47 706 51 56 822 18 41
internal_value=0 0.000141411 -0.00022923 0.000194067 0.000238729 0.000865628 0.000108411 0.000169203 -0.000185996 -0.00011997 -5.6917e-05 9.78144e-05 1.28491e-05 -5.30548e-05 1.26741e-05 -0.000651184 0.0001904 0.000533666 0.000804601 0.000568893 -1.50048e-05 -0.000216011 1.91493e-05 -5.99799e-05 -0.000902717 -0.000670147 -2.23538e-05 1.14028e-05 -0.000630954 9.93849e-05
internal_weight=0 6.25131 8.84019 6.05635 5.89826 1.0151 4.88316 4.69851 8.54852 7.82744 7.28907 4.45287 4.11005 3.93721 3.76764 0.795652 2.97199 1.61116 1.31807 0.287596 7.06516 1.36083 6.90713 6.10839 0.721081 0.759718 5.9528 5.8199 0.701108 5.11879
internal_count=3910 1195 2715 1051 1016 370 646 622 2308 1524 1351 592 515 491 433 129 304 199 175 78 1274 105 1193 1111 784 63 984 937 74 863
is_linear=0
shrinkage=0.00148603


Tree=575
num_leaves=31
num_cat=0
split_feature=1 14 484 151 38 3 3 0 474 0 47 13 43 403 3 2 15 13 130 1 133 48 2 49 122 52 15 39 3 0
split_gain=0.30089 0.229666 0.227641 0.215603 0.218909 0.236892 0.209874 0.325333 0.350573 0.270347 0.32743 0.239157 0.319377 0.35845 0.342923 0.277147 0.270284 0.253881 0.232137 0.225401 0.355825 0.201586 0.23201 0.193611 0.178945 0.193292 0.172578 0.170994 0.167595 0.166612
threshold=0.10420500000000001 0.077685000000000018 -0.0043499999999999988 -0.40391999999999995 0.13790500000000003 0.31335500000000011 -0.11266 -0.10071499999999999 0.084655000000000022 -0.10209999999999998 0.085165000000000018 -0.14819499999999997 -0.078454999999999983 0.086810000000000012 -0.078669999999999976 0.099675000000000014 0.041585000000000004 -0.003375 -0.076814999999999981 0.077800000000000022 0.084285000000000013 0.084500000000000006 0.089910000000000004 -0.081629999999999994 0.10299000000000001 -0.42985499999999993 0.088495000000000018 0.005105000000000001 0.10223 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 -2 5 24 -4 8 9 10 19 -9 14 27 16 -16 23 -18 -15 20 -8 -21 -23 -13 25 -5 -20 -14 -1 -27
right_child=3 -3 6 4 -6 -7 7 11 -10 -11 -12 12 13 18 15 -17 17 -19 26 21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0014710721323049876 -0.0013224388073990441 -0.0014762307048011662 0.00028709097460095755 -0.0014634660487330762 -0.0014921926303465129 0.001465963836308385 -0.0015012168803509084 0.00043574652088904418 0.0013707703143175686 0.0011178738953177031 -0.0015078590354014 -1.2641839280301361e-05 -0.00147069249676843 0.0011585567796397129 0.0010009208667314004 -0.0010893585231852396 0.00069664501236452983 -0.0010454280574603884 -0.0014783495833531014 0.0010419423628265638 0.00039572860704496066 -0.00082984998810262188 0.00048156851806380576 -0.0014804633900686237 -0.0013873497194056875 0.0002320564953034701 0.00021897850855401408 2.6962647055034919e-05 0.00061106747570401163 0.0013753727405629167
leaf_weight=0.46615085761732267 0.19535877398448054 0.30869752529542971 1.8758528170874331 0.13480845739832137 0.15086504444479931 0.33842310275940679 0.46505029682885091 0.55698752752505054 0.40321254404261697 0.36217726062750166 0.36471841146703798 0.26054479111917328 1.5300657553743851 0.21992606951971538 0.64823359173896999 0.16992764911265112 0.49222717856173404 0.27776007444481365 0.25524888977815852 0.50905240408610541 0.38252425022074021 0.48414344014599897 0.70083039614837617 0.71191390107560448 0.14538363879546512 4.088830359542043 0.25334992082935059 0.180948047840502 0.099582290160469711 0.28970681666396547
leaf_count=483 23 109 188 83 7 134 81 25 22 21 29 29 1042 12 85 39 61 117 99 36 39 23 43 329 9 523 78 27 13 101
internal_value=0 -0.000235894 -0.000203086 0.00017984 0.000236849 0.00028905 -0.000157159 -0.000247458 8.90608e-05 -6.90551e-05 -0.000216967 -0.000469802 -0.000570675 -0.000947904 -0.000211281 0.000566781 -0.000576619 6.82212e-05 -9.20656e-05 -3.17244e-05 -0.000645094 0.000275164 -5.42363e-05 -0.0010872 0.000203555 0.000254801 -0.000632854 -0.00131231 -0.00110457 0.000307704
internal_weight=0 11.9791 11.6704 5.34338 5.14802 4.99715 11.1047 9.22884 3.67171 3.2685 2.90632 5.55713 5.00015 2.43954 2.56061 0.818161 1.74245 0.769987 0.728525 2.5416 0.847575 1.69403 1.18497 0.972459 4.65873 4.51335 0.508599 1.71101 0.565733 4.37854
internal_count=3910 3030 2921 880 857 850 2425 2237 294 272 251 1943 1918 1258 660 124 536 178 189 222 120 102 66 358 716 707 177 1069 496 624
is_linear=0
shrinkage=0.00145689


Tree=576
num_leaves=31
num_cat=0
split_feature=1 47 51 42 156 484 14 3 0 49 16 48 13 2 159 43 129 3 15 12 0 160 12 151 48 52 1212 39 132 132
split_gain=0.264122 0.214028 0.240857 0.237926 0.247944 0.196832 0.182984 0.202748 0.247611 0.339906 0.27595 0.302696 0.255011 0.236341 0.229455 0.205569 0.342141 0.244525 0.241063 0.21731 0.210213 0.182574 0.20726 0.177107 0.177572 0.166442 0.166136 0.170161 0.166475 0.158844
threshold=0.10420500000000001 0.084155000000000021 0.12342500000000002 -0.14127499999999996 0.11896500000000002 -0.0043499999999999988 0.077685000000000018 -0.11266 -0.10071499999999999 -0.085974999999999982 -0.094359999999999986 0.087945000000000009 -0.14819499999999997 0.086545000000000025 0.084730000000000014 -0.083094999999999988 0.086720000000000005 -0.084129999999999996 0.024640000000000006 0.090125000000000025 -0.07773999999999999 0.086620000000000016 -0.081314999999999985 -0.40391999999999995 -0.088799999999999976 0.086635000000000004 -0.5172699999999999 0.005105000000000001 0.093105000000000007 0.079995000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 23 -1 7 29 9 -9 11 13 -10 -11 -15 17 26 20 21 25 -14 22 -19 -5 -25 -18 -17 28 -28 -7
right_child=1 -3 -4 4 -6 6 -8 8 12 10 -12 -13 15 14 -16 16 19 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010874758610634932 -0.00073833171057873165 -0.00018093022797453659 -0.00041830315010132614 -0.00091349493630285159 -0.00089359978981239715 6.3087907066467768e-05 -0.0014181204520913946 -0.0010115471182023091 0.00041728480531523694 -0.00060611803074714008 0.00071019413685433487 -0.0012199142734999359 -0.0014113087192645108 0.0011433314221224059 -0.00054846611078289659 0.00081377989203979689 -0.00066836306369126239 0.00077417910559367037 0.0012267105600007814 -0.0014233826641026214 0.00010962292076710635 0.0007666121797845893 -0.0013594291015896394 -0.00036577820708140598 0.0010948852294949962 0.0013321521980863024 -0.001340324106745472 -6.6429573630500831e-05 0.00043249907561424233 0.0010911638239537492
leaf_weight=0.48665475736925401 0.23808963131159622 2.0524321994453203 0.56812030647415657 0.10400768870022314 0.16963471557392029 1.3119411562511221 0.22775543801253739 0.50136998077505301 0.61395736140548063 0.45830257538182217 1.3239360945299237 0.39365912989887886 0.43265642055484921 0.55365352582884952 0.21953376388410106 0.093769118815541286 0.11499344759795338 0.12495996142388321 0.34494321794772986 0.11682436245610006 0.3029805205296725 0.24148623438668437 0.31264629696670254 0.17960323934676292 1.7872460059879776 0.28042249587451806 1.8045394703549456 0.27829258912242938 0.11020937556168053 0.38006791664520267
leaf_count=520 19 234 53 11 42 150 85 53 25 30 98 29 263 37 47 28 46 20 41 55 71 26 75 21 500 30 1185 40 38 38
internal_value=0 0.000168608 0.000404077 0.000592577 0.000734008 -0.000216783 -0.000176592 -0.000149179 -0.000236143 5.43926e-05 0.000235612 -0.00015101 -0.000429945 0.000190677 0.000662973 -0.000544048 -0.000779821 -0.000169012 0.000273421 0.000254612 -0.000784896 -0.0002108 -0.00075017 0.000867334 0.000961504 0.00075037 -0.00101153 -0.00108958 -0.00123828 0.00029402
internal_weight=0 5.09913 3.0467 2.47858 2.24049 11.0296 10.5429 10.3151 8.62314 3.45046 2.94909 1.62515 5.17268 1.23149 0.773187 4.55872 2.79905 1.75967 1.02404 0.51224 0.735637 0.679092 0.437606 2.07086 1.96685 0.395416 2.28681 2.19304 1.91475 1.69201
internal_count=3910 880 646 593 574 3030 2510 2425 2237 294 241 143 1943 114 84 1918 1422 496 162 131 334 121 95 532 521 76 1291 1263 1223 188
is_linear=0
shrinkage=0.00140032


Tree=577
num_leaves=31
num_cat=0
split_feature=39 51 1 13 13 13 457 132 1375 0 52 0 2 403 12 4 3 42 42 4 0 47 33 43 16 15 3 1429 151 44
split_gain=0.0561137 0.0880032 0.0848943 0.0798662 0.0895087 0.0809136 0.0822554 0.111119 0.0964533 0.0787002 0.0778955 0.113409 0.0884735 0.0775837 0.0767283 0.0748176 0.0712192 0.0688404 0.107051 0.0763251 0.111842 0.107309 0.0950133 0.0919047 0.105023 0.126044 0.10233 0.10286 0.0935712 0.0905011
threshold=0.005105000000000001 -0.40274499999999996 0.088010000000000019 -0.094679999999999986 -0.084184999999999996 -0.083924999999999986 0.081330000000000013 0.079995000000000011 -0.43271999999999994 0.12007500000000002 0.11588000000000002 -0.084304999999999977 0.086545000000000025 -1.0000000180025095e-35 0.090195000000000011 0.22584000000000001 0.15165000000000003 -0.11145999999999999 -0.10298999999999998 0.018480000000000003 -0.10209999999999998 0.091930000000000012 -0.007134999999999999 -0.50749999999999995 -0.089559999999999987 0.085120000000000015 -0.075679999999999983 0.084710000000000021 -0.089539999999999995 0.13998500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 10 -5 -6 7 17 -8 -3 11 12 15 -9 -14 -1 -12 -7 -19 23 21 -21 -22 -20 25 -25 -26 28 -28 -30
right_child=1 2 -4 4 5 6 8 13 -10 -11 16 -13 14 -15 -16 -17 -18 18 19 20 22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.0028386327414813882 -0.0032167344688244781 -0.0022049484529851086 0.0017237168934227391 -0.0021242789697049234 0.0024474713649122451 -0.003187158018207938 -0.00087834131390905081 -0.0031919282843399701 0.0011756213530262701 0.0018254033474444009 -0.0032443102436151739 0.0022754258810627954 0.0019380483306365595 0.0016778295072038445 -0.00074125990352491805 0.00045308966664131441 0.0015954167870908024 0.0028329874677697287 0.0013932731286752035 0.00016045020133243138 -0.0032204607213597849 -0.002452596763524544 0.0015940549838228579 -0.0010299096619893664 -0.0028140883972173334 0.0025220117853004278 0.0032460833327053193 0.0023054824760343844 -0.0022738426231078881 0.0032969707347665989
leaf_weight=0.1498303945045335 0.053336176099037402 0.1304751629832025 0.51451416709824116 0.27442820165924775 0.11031222768360738 0.11206948840026631 0.35261931528657442 0.037216095415715245 0.68182687961962052 0.079119198489934206 0.09591803393777798 0.36819070798628661 0.29864574936436838 0.31270845760263899 0.17079499712781399 0.13206365703081246 0.045606573297845898 0.087501296635310477 0.13551220809677111 0.38214772837091004 0.046291380189359188 0.27454642262455309 0.41736173158642464 0.44271432422010559 0.59083036102720143 0.13179905429933569 0.039161090273410082 0.085200916540998151 0.42799460345395257 0.031851612031459808
leaf_count=90 20 67 358 558 28 160 17 101 162 14 59 93 109 148 41 21 30 17 29 79 7 49 217 127 861 56 3 34 354 1
internal_value=0 0.000735798 0.00102693 -0.00017262 -0.000354313 -0.000250959 -0.00031582 -0.000546079 0.000475472 -0.000683542 0.00054405 0.000825797 0.000115407 0.00115991 0.000963245 -0.0012965 -0.0016847 -0.000732341 -0.000643393 -0.000744606 -8.55253e-05 -0.000931995 0.00111337 -0.00113632 -0.00133225 -0.000215064 -0.00187847 -0.000932252 -0.00148507 -0.00188798
internal_weight=0 0.777445 0.724109 6.23514 4.97409 4.69967 4.58935 3.55491 1.03445 0.209594 1.26105 1.11953 0.751335 0.349925 0.469441 0.281894 0.141525 3.20498 3.09291 3.00541 1.12035 0.656694 0.463653 1.88506 1.74955 0.574513 1.17504 0.584208 0.499007 0.459846
internal_count=3910 459 439 3451 3008 2450 2422 2243 179 81 443 354 261 249 150 111 89 1994 1834 1817 352 128 224 1465 1436 183 1253 392 358 355
is_linear=0
shrinkage=0.00318838


Tree=578
num_leaves=31
num_cat=0
split_feature=484 150 2 128 0 484 15 474 15 2 149 124 454 155 1374 457 48 457 150 160 133 158 133 1212 403 34 4 52 1374 14
split_gain=0.0567649 0.105619 0.0584537 0.0621354 0.0740874 0.0611655 0.0600789 0.0848256 0.07004 0.0683473 0.0661177 0.061398 0.0760843 0.0669247 0.0643816 0.0604369 0.0753426 0.0678172 0.0632235 0.0964928 0.137224 0.081763 0.077802 0.0880197 0.0852791 0.0661078 0.0698728 0.165315 0.0822742 0.114021
threshold=-0.0043499999999999988 0.094545000000000018 0.15305000000000002 0.086435000000000012 -0.10575999999999998 0.11701500000000002 -0.26361999999999991 -1.0000000180025095e-35 -0.19153499999999998 -0.13811499999999996 0.091325000000000003 -0.048219999999999992 -1.0000000180025095e-35 0.10222000000000002 0.098580000000000015 -0.15747999999999998 -0.11284499999999999 -0.066264999999999991 -0.20684999999999998 -0.091109999999999983 -0.031394999999999992 0.085745000000000002 -0.10870499999999998 -0.5172699999999999 0.104315 -0.0011599999999999998 -0.49837999999999999 0.10599500000000002 -0.094679999999999986 0.07802000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -2 -8 -10 11 -11 -13 14 15 -14 -17 -18 -19 20 -20 22 23 -21 25 -24 27 -27 -28 -30
right_child=2 -3 -4 4 -6 -7 8 -9 9 10 -12 12 13 -15 -16 16 17 18 19 21 -22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0026113253096255377 -0.0041834701953693291 0.0026941364788776023 0.00247233379490107 0.001763809440858518 -0.0038786342511356649 -0.003736877912363296 -0.0026479281953343445 0.0028134905009280465 0.0035589244737011454 0.0017716425575065829 -0.0040669819561351241 -0.0037174484505528714 0.0034205698575737074 -0.0040586891237102928 -0.0040908318589530914 -0.0036908419438354783 -0.0035512613341030386 0.0037241231919768226 0.0020195944245500383 0.0038943522367760977 -0.0040661491605305036 -0.0036336003550519144 -0.0031939772928595567 -0.0028146827919847631 -0.0032650920519999176 -0.0041068255947586787 -0.00080256273674069486 0.0026743610347167235 0.0011693716149141862 -0.0040840350275825705
leaf_weight=0.31576309155025217 0.03230791911482811 0.076149283133418066 0.15323364313007903 0.052479581314401003 0.13838555875827285 0.070177774673538695 0.1619491660467246 0.23011576080170915 0.089296543468662004 0.3156329527919296 0.064825355919310712 0.091643514362658496 0.088343261508270987 0.065530395469067915 0.060494580706290324 0.086655819337465689 0.081092533593618898 0.080812397703993955 0.087959130025410559 0.037531997375481296 0.19464732527740114 0.086018852241977473 0.074162687196804522 0.21593837635737134 0.096394977565978368 0.14846731397483282 0.45077409408259139 0.097309362143278122 2.9546207734229042 0.06913406270177791
leaf_count=588 1 24 134 20 211 138 83 220 52 159 24 43 22 158 24 17 56 7 46 7 243 80 34 231 119 50 57 4 1019 39
internal_value=0 -0.00158046 5.05287e-06 -5.57038e-05 -0.00232721 1.61734e-05 6.03525e-05 0.00195207 -2.67524e-05 4.99092e-05 -7.60618e-06 4.12778e-05 -6.64986e-05 7.42871e-07 5.49174e-05 0.000106629 4.51437e-05 0.000114396 0.000179105 0.000115625 -0.00217201 0.000268449 0.000349439 -0.00182126 0.000490849 0.000586266 0.000661623 -0.00142198 0.00080901 0.00104926
internal_weight=0 0.391912 6.37594 6.2227 0.190865 6.03184 5.96166 0.262424 5.69924 5.53729 5.44799 5.38316 5.06753 4.97589 4.91036 4.84986 4.76152 4.67486 4.59377 4.51296 0.282606 4.23035 4.14433 0.25347 3.89086 3.79447 3.72031 0.245777 3.47453 3.02375
internal_count=3910 612 3298 3164 231 2933 2795 221 2574 2491 2439 2415 2256 2213 2055 2031 2009 1992 1936 1929 289 1640 1560 238 1322 1203 1169 54 1115 1058
is_linear=0
shrinkage=0.00404364


Tree=579
num_leaves=31
num_cat=0
split_feature=1 52 484 52 0 14 3 2 3 150 403 12 133 50 15 402 15 3 4 13 12 0 3 123 0 52 132 151 2 51
split_gain=0.249524 0.267409 0.217892 0.223941 0.208611 0.188892 0.179476 0.291898 0.209089 0.255257 0.300436 0.252565 0.229605 0.247888 0.268884 0.229415 0.221708 0.214215 0.207152 0.201517 0.172827 0.170067 0.16548 0.163304 0.16424 0.175851 0.171779 0.160587 0.1786 0.218885
threshold=0.10113500000000002 -0.42985499999999993 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 0.077685000000000018 -0.11266 0.11462500000000002 0.094625000000000015 0.092390000000000014 -1.0000000180025095e-35 0.094045000000000004 -0.090054999999999982 0.081160000000000024 0.083935000000000023 -0.47918499999999992 0.088190000000000004 -0.083604999999999985 0.0057500000000000008 -0.45122499999999993 0.092255000000000018 -0.14012999999999998 0.10223 1.0000000180025095e-35 -0.089539999999999995 0.0033900000000000002 0.084305000000000005 -0.51118499999999989 0.10274500000000002 0.12190000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 22 5 27 6 -4 8 9 10 21 12 16 14 17 -13 -12 20 19 -10 -14 -8 -1 24 25 -19 -26 -3 -29 -30
right_child=1 4 3 -5 -6 -7 7 -9 18 -11 11 15 13 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0012091587208963293 -0.0012031118105349221 -0.0010662009195914943 0.00028292694662101239 -0.00099973493599857244 0.0010589615640622658 -0.0012091308931020969 0.00048184681330036599 -0.0010886739246229675 0.00068231325076900358 -0.00098138264710248297 -0.0012086305152001788 0.00127810115282775 -0.0012072377460593537 -0.00096204596417065198 0.00078620899296386537 -0.0012214175479141616 0.00024091967126890957 4.8438045383158656e-05 0.0010067979302591547 -0.00041554578550071435 0.00052369013528684384 -0.0011987474170458783 0.0005983943521007595 0.001062326164465423 -0.00083542441449500557 0.00094781744984753162 0.00059687510303540559 -0.0001158231907882768 0.00057124355641874542 -0.00019940052119150016
leaf_weight=0.44968783787408284 0.20337742568517558 0.15587110235355783 1.6436834881023941 0.41295409127633398 0.36972934617369801 0.2153480093256811 0.10371859231963754 0.44715544175414823 0.39438396645709872 0.53172167160664674 0.37035020170878574 0.060683764517307281 0.30390617377997475 0.26396473806380516 0.95320418794290152 0.38666114860825462 0.25414640948292799 1.2138440806011175 0.43338354118168354 0.60545086914498802 0.11304484558058903 0.50373562260938154 0.086216685042018071 0.27158604346914206 0.44384916262061747 0.41728746803710226 0.16372668123221956 1.8728827587328849 1.9671536030364225 0.71882427524542425
leaf_count=499 115 20 141 301 133 68 9 136 17 117 124 1 97 54 71 182 85 67 13 58 10 694 11 39 96 21 12 277 373 69
internal_value=0 0.000140723 -0.000174995 -0.000137082 0.000194476 -0.000101794 -7.76564e-05 -0.000149621 -9.57087e-05 -0.0001887 -0.000116326 -2.36902e-05 5.68559e-05 0.000158654 0.000234889 -0.00088235 -0.000618719 5.53616e-05 0.000316651 1.75037e-05 -0.000737944 -0.000911798 -0.000918358 0.000187127 8.09532e-05 0.000278524 -0.000449455 0.000126683 0.000167469 0.000365003
internal_weight=0 5.28784 11.0437 10.5078 5.08446 10.0948 9.87949 8.2358 7.78865 6.35543 5.82371 5.21625 4.76891 4.14441 3.88045 0.447345 0.624497 2.92724 1.43322 0.999835 0.416951 0.607454 0.535905 2.51029 2.23871 1.63113 0.607576 4.71473 4.55886 2.68598
internal_count=3910 987 2923 2413 872 2112 2044 1903 1767 1679 1562 859 676 467 413 183 209 342 88 75 107 703 510 235 196 88 108 739 719 442
is_linear=0
shrinkage=0.00119516


Tree=580
num_leaves=31
num_cat=0
split_feature=455 482 1 0 4 2 3 40 1446 1 457 39 457 49 47 48 0 0 42 130 13 13 13 3 15 2 151 48 49 47
split_gain=0.053347 0.0540877 0.0569604 0.0969101 0.115543 0.109702 0.0861951 0.0892025 0.0809113 0.0746431 0.0960727 0.0882189 0.0922842 0.0941065 0.085157 0.0718225 0.0847453 0.0943435 0.104157 0.0821002 0.081971 0.0783604 0.0921234 0.0851221 0.0700779 0.0684777 0.0849951 0.0672654 0.0874826 0.0660161
threshold=0.10340500000000001 0.099580000000000016 0.085835000000000009 -0.084074999999999997 -0.00027999999999999998 0.079395000000000007 -0.083604999999999985 -1.0000000180025095e-35 0.091520000000000018 0.086560000000000012 0.53894500000000012 0.005105000000000001 0.041935000000000007 -0.047309999999999998 0.084695000000000006 0.086065000000000016 -0.083424999999999985 -0.077944999999999987 0.15788000000000005 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.028919999999999998 -0.115685 -0.14676499999999995 0.11542500000000001 -0.40391999999999995 1.0000000180025095e-35 0.097940000000000013 0.13206500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 9 -4 11 12 25 -14 -13 16 -5 18 -18 -19 -21 -22 23 -23 -9 27 -27 29 -29 -11
right_child=-2 -3 8 15 6 -7 7 24 -10 10 -12 14 13 -15 -16 -17 17 19 -20 20 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0016604900092883005 -0.0029730162187949173 -0.0033147673759236357 0.0027108586255502926 0.0021681842367744842 -0.0028841025976563571 -0.00289620088066018 -0.0026245898422048879 -0.0034233771088837649 -0.0033721142814285079 3.4265838010430828e-05 -0.0033172814892498226 0.0029224019227353645 0.0027102104046765802 -0.00016448025357874055 0.000101720713122889 0.0018180692957461271 -0.0034072668299842783 -0.0032286090299427687 0.0025289110463282485 -0.0034678661075338373 0.003437580931886289 0.0012906421565998852 0.0011084565215170729 -0.0027347549552950291 0.0010895844481091002 -0.0034024565768498122 0.0014924500199808232 -0.00247580997905469 0.0013335042098177805 -0.0034471161888782464
leaf_weight=0.069891308459773205 0.071742534972145111 0.057221424119234032 0.14672338281525377 0.16392727399943385 0.11953019023258094 0.4494980868366838 0.10578517155954614 0.042535273841167509 0.068212248459531 1.3184536684084394 0.084475748648401239 0.2722689229849492 0.28179518073739018 0.24261356550414337 0.22280568540008971 0.26110649458860269 0.19182325816291246 0.081104732911626121 0.041086811339482665 0.060888648033141868 0.098260993137955444 0.091122754176467202 0.4819861997102648 0.17687994133848406 0.53290588237996417 0.045215740130515769 0.3987981857426347 0.33029829761835561 0.087251151966484031 0.065453052280645241
leaf_count=29 31 127 38 51 77 722 52 45 58 739 10 291 59 47 65 97 371 18 3 3 7 18 216 231 188 16 183 75 28 15
internal_value=0 -3.94993e-05 -1.08104e-05 -0.000357025 -0.00104014 -0.00228303 -0.000233964 0.000231038 0.00027751 0.000348717 0.000245242 0.000337417 0.000102282 0.00138026 0.00165297 0.000190125 -0.000116322 -0.000422492 -0.00236009 3.32396e-05 0.000324231 0.000596433 0.000224196 -0.00136609 0.000755997 -0.000196177 0.000993982 -0.000489522 -0.00167982 -0.000130389
internal_weight=0 6.58992 6.5327 2.96833 1.32015 0.519389 0.800757 0.681226 3.56436 3.49615 3.34943 3.26495 2.76988 0.524409 0.495075 1.64819 1.38708 1.22315 0.23291 0.990243 0.909139 0.84825 0.749989 0.268003 0.575441 2.24547 0.444014 1.80146 0.417549 1.38391
internal_count=3910 3879 3752 2128 1113 751 362 285 1624 1566 1528 1518 1162 106 356 1015 918 867 374 493 475 472 465 249 233 1056 199 857 103 754
is_linear=0
shrinkage=0.00338353


Tree=581
num_leaves=31
num_cat=0
split_feature=1 52 1446 0 50 1212 401 51 129 0 3 1 52 15 0 12 403 12 133 123 2 48 51 2 148 45 474 41 129 49
split_gain=0.197857 0.195233 0.153996 0.164507 0.146776 0.202502 0.177864 0.162674 0.161267 0.17429 0.226665 0.215981 0.202454 0.15254 0.257457 0.190098 0.185428 0.173592 0.15174 0.142647 0.140536 0.13988 0.173394 0.218359 0.186275 0.173774 0.173963 0.154405 0.136936 0.135335
threshold=0.10113500000000002 -0.42985499999999993 0.091520000000000018 1.0000000180025095e-35 0.088425000000000017 -0.50114499999999984 0.083100000000000021 -0.10748999999999999 0.093990000000000004 -0.077944999999999987 -0.084129999999999996 0.083065000000000014 0.11401500000000002 0.083935000000000023 -0.087899999999999992 0.10257000000000001 -1.0000000180025095e-35 0.088325000000000015 -1.0000000180025095e-35 0.11662000000000002 0.14808000000000002 0.12862000000000004 0.13474500000000003 0.10274500000000002 -0.07964499999999998 0.091170000000000015 -1.0000000180025095e-35 0.081670000000000006 0.086720000000000005 0.11909500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 20 6 -6 7 -1 9 10 11 28 -11 14 17 16 -15 29 -14 -7 21 22 23 27 -25 26 -26 -3 -9 -12
right_child=1 2 -4 -5 5 19 -8 8 -10 12 13 -13 18 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00089346874019962622 -0.0011321062719560049 7.4933962957370875e-05 -0.0011120740663877716 0.0010519941194451212 0.00099977348015577454 -0.0011349389200877213 -0.0010478913865014895 -0.001020662534537159 -0.0011392806257646334 0.0003474219607275253 -1.2185722156377403e-05 0.00036454468878904675 0.0010658746813091988 -0.0011281575519959711 -0.0011381773221800092 -0.0011569889899887631 0.00082765061270138516 -0.00082913785605597738 -0.0010006285371029809 0.0011500755989820375 0.00092887892969742945 -0.00042505110063215774 -0.00099772922393011223 -0.00068756369626768725 -0.00062241081962168801 -0.00070484187897305406 0.00097841469487820049 -0.0011512380144077295 0.00023047745641127456 0.00093281934069228362
leaf_weight=0.30716225780269901 0.14916775981691888 1.4046344732269087 0.11411919044621743 0.27734335472632654 0.076691321330145001 0.46555111623092749 0.25339884256391165 0.77679360711408285 0.17103266765843717 2.0589566939015644 2.5047231331918716 0.23752406746643828 0.054849614061822649 0.068401008778891992 0.29208220034343391 0.085000366438180208 0.60816407588572463 0.31011382689030131 0.25274848336266575 0.037439102306962013 0.27590602765849315 0.55521144770318631 0.14844055951107282 0.13260747969616327 0.093966778600589662 0.10000457440037269 1.0289110840531037 0.1435735085105988 0.12944717997015687 0.20819370640674595
leaf_count=214 115 235 29 132 9 545 236 529 107 308 278 80 7 108 120 10 131 99 98 2 120 59 30 16 5 14 224 8 31 11
internal_value=0 0.000134426 0.000178623 0.000214024 -0.000157003 -0.000704939 -0.00011882 -8.96297e-05 -5.78034e-05 -3.34238e-05 -0.000148353 -0.000591399 0.000220101 -2.40508e-05 -0.000128467 0.000430476 0.000629918 -3.091e-05 -0.000632138 -0.000964858 0.000154176 9.49237e-05 0.000189512 0.000250205 0.000580272 0.000717754 0.000844451 -3.87754e-05 -0.00084195 6.03355e-05
internal_weight=0 4.42389 4.27472 4.1606 8.89827 0.579682 8.31859 8.06519 7.75803 7.587 5.22044 1.14376 2.36655 4.07668 3.31511 0.761565 0.676565 3.02303 0.307598 0.50299 3.88326 3.60735 3.05214 2.9037 1.35549 1.22288 1.12288 1.54821 0.906241 2.71292
internal_count=3910 987 872 843 2923 556 2367 2131 1917 1810 1397 640 413 757 508 249 239 388 105 547 711 591 532 502 259 243 229 243 560 289
is_linear=0
shrinkage=0.00112622


Tree=582
num_leaves=31
num_cat=0
split_feature=1 52 50 401 51 14 129 151 3 42 131 129 123 130 42 1447 47 52 1212 13 13 0 34 123 15 13 38 158 48 133
split_gain=0.207744 0.191436 0.172863 0.164039 0.168345 0.169448 0.167126 0.16078 0.145337 0.176587 0.1668 0.144716 0.149383 0.14719 0.155065 0.143759 0.145266 0.171736 0.143611 0.13181 0.202733 0.128943 0.12824 0.125021 0.124245 0.165488 0.164857 0.143666 0.134756 0.13081
threshold=0.10113500000000002 -0.42985499999999993 0.088425000000000017 0.083100000000000021 -0.10748999999999999 0.077685000000000018 0.093990000000000004 -0.51118499999999989 -0.15121499999999996 0.090085000000000012 0.10100500000000001 0.092795000000000016 1.0000000180025095e-35 1.0000000180025095e-35 0.10269500000000001 -1.0000000180025095e-35 0.13206500000000002 0.12897500000000003 -0.50114499999999984 -0.097529999999999992 -0.084084999999999979 -0.055084999999999988 -1.0000000180025095e-35 0.11662000000000002 0.035895000000000003 -0.074599999999999986 0.13584500000000002 -0.26992499999999992 0.12862000000000004 -0.40071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -3 9 -6 11 12 13 14 19 -9 24 -18 -4 -10 21 -21 -22 -20 26 -26 27 -17 29 -29
right_child=1 7 18 -5 5 -7 -8 15 10 -11 -12 -13 -14 -15 -16 16 17 -19 23 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00084017566576347308 -0.0010677484648386455 -0.00097711464678942287 0.00084461642903206646 -0.00097478020613653098 0.00099135402649331433 -0.0010758711508107794 -0.0010738762132989619 -0.0006357163625735913 0.00028964837753525495 -0.00017112261676121684 -0.001069788068662916 0.0010742262889455899 0.00064126885023777684 -0.0010660454135004421 -0.0010667978718689457 -0.0010669573228409555 -0.00074779042506781983 0.0004783944925046544 -0.0010675105744491912 -0.0010682279709138 -0.00097499923303129689 0.0010408421138012312 -5.0691394110089584e-06 0.0010819978327118328 0.00094587110555166673 -0.00034367330466958054 -0.0010446735481695372 -0.00094595215596005153 -0.0001924643328337252 0.00065877328730547713
leaf_weight=0.32117304571511152 0.14479997149464896 0.13246641110163171 0.058023674122523516 0.24192927565309208 0.34338151176052356 0.17904825650475675 0.16912641650560534 0.21391317377856456 1.1687239344610114 0.25757661880925298 0.17650590369521513 0.132344005658524 0.33618085953639809 0.16768304988363514 0.16653901602694521 0.064892053385848913 0.31996159953996528 0.21515291547984816 0.45108644550782706 0.33441717504683766 0.15973739686887434 0.036180788767522176 3.9506252594110336 0.032683935947716236 0.14255846725427546 0.52432444681471668 0.081129892962053307 0.058758221261089427 0.25875603524036694 2.1746119661038383
leaf_count=214 115 20 9 236 37 74 104 49 88 20 167 5 62 212 142 26 33 24 545 345 28 3 630 2 20 74 9 10 22 585
internal_value=0 0.000131941 -0.000152607 -0.000113977 -8.76137e-05 -5.57187e-05 -3.10321e-05 0.000173434 -6.63721e-06 0.000493105 -5.19422e-05 -2.40991e-05 -4.70983e-05 -8.57713e-05 -5.75098e-05 0.000211029 0.000258196 -0.00025478 -0.000733061 -2.77584e-05 -0.000110544 -0.000862323 -4.27627e-05 -0.000922288 0.000341252 -6.80095e-05 0.000444706 0.000491962 0.000532554 0.000616554
internal_weight=0 4.33133 8.68297 8.14117 7.89924 7.57807 7.39902 4.18653 7.2299 0.600958 6.62894 6.45243 6.32009 5.98391 5.81622 4.05406 3.84015 0.535115 0.541794 5.64968 4.48096 0.370598 4.11036 0.48377 3.30503 0.666883 2.63815 2.55702 2.49213 2.23337
internal_count=3910 987 2923 2367 2131 1917 1843 872 1739 57 1682 1515 1510 1448 1236 852 803 57 556 1094 1006 348 658 547 746 94 652 643 617 595
is_linear=0
shrinkage=0.00106127


Tree=583
num_leaves=31
num_cat=0
split_feature=1456 151 453 1 52 484 1446 15 1 0 47 1 0 2 14 3 2 15 3 1374 12 48 16 133 133 3 133 47 52 160
split_gain=0.0524161 0.067765 0.0592072 0.060556 0.0916493 0.0797381 0.0772105 0.0848918 0.115518 0.0924021 0.0834925 0.110725 0.101483 0.0662916 0.0625878 0.0663085 0.0879859 0.0850638 0.107708 0.126824 0.11259 0.16582 0.0974474 0.086895 0.0878428 0.0934504 0.142574 0.130296 0.0841314 0.079396
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 0.094385000000000011 -0.42985499999999993 -1.0000000180025095e-35 0.091520000000000018 0.035895000000000003 0.11026000000000001 -0.10303999999999998 0.09252500000000001 0.11167500000000001 -0.082074999999999995 0.11578500000000001 0.077685000000000018 -0.11266 0.11635500000000001 0.088190000000000004 0.084925000000000014 -0.094679999999999986 0.086935000000000012 0.088875000000000023 0.22945500000000005 -0.090054999999999982 -0.085714999999999986 -0.084129999999999996 0.077945 0.09550500000000002 0.091715000000000005 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 10 -9 -10 11 -6 -13 -12 15 -7 17 18 20 -20 23 -22 -21 -17 -25 -26 27 -27 -19 -23
right_child=2 -3 -4 4 6 14 -8 8 9 -11 13 12 -14 -15 -16 16 -18 28 19 22 21 29 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0008957809873616203 -0.0033418916629637751 -0.0033298922005955585 -0.002376438950651723 -0.0033277437553855607 0.002535209384155216 0.00088149640816804131 -0.0032903541344304356 -0.0029316791050609269 0.0030764560795562474 -0.0012614754973046878 -0.00044452403563914584 -0.00040889334416907628 0.0028227288031143069 0.0019838891085638185 -0.0033365412089848157 -0.0033333227261775887 -0.0030233579602551553 0.0017358749916572274 -0.0015798896318213918 0.002040708581316233 -0.0033502067607511289 -0.0012056795479284928 -0.00086221694735896825 0.0030502018765228042 -0.0033294087813490578 -0.0020103264284753314 0.0017919360392520455 0.0024008682744089392 -0.0013845593736692334 0.0034166200489965412
leaf_weight=0.064869633946727845 0.088442410888547207 0.1172175047759082 0.11518874999819662 0.068806513640084055 0.57269910250397582 0.63115437514352457 0.055968052114621858 0.15893386070092663 0.10258169312146492 0.11416877275769366 0.57688510245498026 0.40255508200789403 0.14560517403333439 0.15745763630548026 0.06691428229350993 0.095234291180531727 0.1250209958088816 0.41205865512347362 0.2375699826516211 0.47033881665265642 0.38906770534049417 0.10777445011171949 0.17443635026575066 0.093129749828221975 0.10159519624448876 0.36540539538509731 0.31026028945780126 0.092291485620080493 0.12359240935256821 0.065889772027730942
leaf_count=41 352 328 49 143 215 131 29 89 18 51 113 188 192 56 77 105 123 268 11 53 493 95 35 18 192 135 58 4 245 3
internal_value=0 -0.00182447 -1.96445e-05 2.3407e-05 0.000444356 -0.000227623 0.00055785 0.000654393 -0.000783573 0.000791541 0.000945586 0.00151519 0.000449507 7.61759e-05 -0.000156299 -0.000100222 -0.000296076 -0.000183865 -0.000440617 0.000491971 -0.000948355 -0.00214717 0.00125536 -0.000310678 -1.16604e-05 -0.000339588 5.59434e-05 -0.00112084 0.00101589 0.000548063
internal_weight=0 0.182087 6.42103 6.30584 2.35566 3.95018 2.28685 2.23089 0.375684 0.21675 1.8552 1.12086 0.54816 0.734343 3.86173 3.79482 3.16367 3.03864 2.50299 0.882345 1.62065 0.562732 0.644775 1.05792 0.962682 0.869552 0.767957 0.457697 0.535651 0.173664
internal_count=3910 369 3541 3492 1094 2398 951 922 158 69 764 595 380 169 2046 1969 1838 1715 1202 99 1103 591 88 512 407 389 197 139 513 98
is_linear=0
shrinkage=0.00331719


Tree=584
num_leaves=31
num_cat=0
split_feature=1 52 0 52 484 0 0 0 474 150 15 4 3 2 3 4 52 15 43 2 2 1212 1186 43 3 2 47 15 160 1447
split_gain=0.225075 0.172886 0.158998 0.156463 0.194023 0.141246 0.250324 0.23032 0.27983 0.23634 0.201778 0.178765 0.255981 0.238446 0.233842 0.172831 0.162603 0.151992 0.149032 0.165256 0.210034 0.183141 0.155807 0.174205 0.213007 0.158456 0.137107 0.150599 0.136619 0.130977
threshold=0.10113500000000002 -0.42985499999999993 1.0000000180025095e-35 0.18936500000000003 -0.0043499999999999988 -0.077944999999999987 -0.10071499999999999 -0.10209999999999998 0.084655000000000022 0.083205000000000015 0.15086500000000003 -0.49837999999999999 -0.088024999999999978 0.10742000000000002 -0.069909999999999986 0.0057500000000000008 0.10433000000000002 -0.067359999999999989 -0.089949999999999988 0.08400500000000001 0.084065000000000015 -0.50114499999999984 0.085080000000000003 -0.089604999999999976 -0.076734999999999984 0.089785000000000018 0.080860000000000015 0.083185000000000023 0.085220000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 29 4 -1 6 7 8 9 26 18 16 -13 14 17 -11 -7 -14 -8 21 -21 -20 23 -22 -25 -26 27 28 -6 -3
right_child=1 2 -4 -5 5 11 10 -9 -10 15 -12 12 13 -15 -16 -17 -18 -19 19 20 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0010931938607977388 -0.0012742066669947938 -0.00090288770742592448 0.0010934690515782815 -0.00096401635001849395 0.00017620114437906604 -0.0010549730493892209 -0.0012796736582120134 0.00097674996345338528 0.0010325910990437422 -0.00021576919186421621 0.00096609529383427564 0.00071087097455845179 0.0007936295044660951 -0.0012854872349588641 0.00070874673697488976 0.00079008369735275477 0.00041951091956388115 -0.0012841974786204603 0.00098917267957567348 0.0014164422964393732 0.001244112019281704 -0.0012018167068228011 0.00058762484924242695 -0.0011782027466640988 0.0012209403509068971 -0.00062633159169028839 -0.0013139067691707246 -0.001130563040344782 -0.00096863552549928918 0.00017268698887453935
leaf_weight=0.34751185324784906 0.13423852574487671 0.19089626579079766 0.29073140464606684 0.41170341409088074 0.6642373988943302 0.34469798502686932 0.44423949073825264 0.34458739349792855 0.30492268482339557 0.68893216192373052 0.13710324838757504 1.0889902688650186 0.077109000470955258 0.23800365636998322 0.48146138063020782 0.45712523185648024 0.1848162654787302 0.21323926934564952 0.068296188081149012 0.11672209144671786 0.077477941958930208 0.60517139635704031 0.22504472095170058 0.60029389235569175 0.12479581835942044 0.18606554968573619 0.32056086270313233 0.31742012301401701 0.22429972769168671 3.963197980498081
leaf_count=451 115 46 133 360 78 75 229 20 26 43 5 126 11 149 56 30 6 198 9 9 5 294 30 505 16 56 33 56 47 693
internal_value=0 0.000143893 0.000186721 -0.000199649 -0.000164223 -0.000126402 -0.00023523 -4.91342e-06 -0.000118522 -0.000249856 -0.000531195 0.000118195 0.000284338 -0.000175638 0.000166607 0.000185433 -0.000540334 -0.00073238 -0.000615049 -0.000467707 -0.000208565 -0.000979629 -0.000364846 -0.000581659 -0.000736909 0.000115259 -0.000576656 -0.000380684 -0.000112798 0.00012326
internal_weight=0 4.57906 4.44483 9.29483 8.88313 8.53561 5.9073 3.32209 2.9775 2.67258 2.58521 2.62832 2.0988 1.00981 0.77181 1.14606 0.529514 0.290348 2.44811 2.00387 1.3304 0.673468 1.21368 0.988633 0.911155 0.310861 1.52652 1.20596 0.888537 4.15409
internal_count=3910 987 872 2923 2563 2112 1491 333 313 287 1158 621 540 414 265 73 81 209 1153 924 621 303 612 582 577 72 214 181 125 739
is_linear=0
shrinkage=0.00126831


Tree=585
num_leaves=31
num_cat=0
split_feature=1213 475 484 150 160 52 52 151 52 13 0 403 131 50 1 16 150 16 12 47 3 47 47 403 51 48 51 52 0 13
split_gain=0.053278 0.0593196 0.0514872 0.0935094 0.0578454 0.057423 0.0644993 0.0789867 0.0768659 0.0844916 0.0838161 0.080599 0.106387 0.0937847 0.0745202 0.0656459 0.0644506 0.0975634 0.0765708 0.0618716 0.192517 0.0805091 0.0888024 0.0728882 0.067401 0.113589 0.0796574 0.0845392 0.0931422 0.0718553
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.0043499999999999988 0.094545000000000018 -0.098319999999999991 0.18936500000000003 0.14114500000000005 -0.27336999999999995 0.11588000000000002 -0.091229999999999992 -0.084304999999999977 -0.084084999999999979 0.097135000000000013 0.086465000000000014 0.11377000000000002 -0.54165499999999989 0.086765000000000023 -0.15168999999999996 0.092365000000000017 0.096175000000000024 -0.10315499999999998 0.09550500000000002 0.09252500000000001 0.10150000000000002 0.12342500000000002 0.095090000000000022 0.08955500000000001 -0.24456499999999998 -0.22851499999999997 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -4 9 10 16 -11 13 15 -10 -13 17 18 -9 21 -21 22 23 24 25 26 27 28 -17 -29
right_child=2 -3 5 -5 -6 -7 -8 8 14 11 -12 12 -14 -15 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0036815286988051712 0.001623395566769532 -0.0029583781800135728 -0.0029636494423275666 0.0024255779732875789 -0.0029038253281777394 -0.0015243114061027319 0.0020752518727230524 0.0024636527850672037 -0.0035895099476703765 -0.0034643628306921057 0.0025563459803749442 0.0035934651899326448 0.002798158949534692 -0.0029374688535342922 0.0016338229007154261 0.0037013673462496562 0.003572004499488714 -0.0018753604525529708 -0.00067520856092280555 0.0036726761748670468 -0.0028333730373340483 0.0035452832739184155 -0.0037185012378159908 -0.0036391233610024052 -0.002438568744548814 0.0029749787958902939 -0.0021960170406128705 -0.0028139877187582682 -0.0036860174928547589 0.00061667731820997567
leaf_weight=0.020623378455638885 0.044408152777577925 0.1444946367828378 0.11313391468502221 0.071414532671042252 0.25662710416872858 0.29105889774109517 0.22277865758951509 0.23616175338611356 0.13600146689714154 0.089768112295132929 0.36221941698749993 0.068075956682151051 0.17969055610228668 0.14865582424044976 0.05014576953726646 0.028042004909366369 0.07700852672860492 0.23254495390938246 0.18662767430214444 0.077307453670073301 0.28932640966741008 0.089848797193553653 0.08257733210484719 0.067197029857197665 0.12259323840407876 0.20286458887130709 0.18363306383616862 0.085123637820293196 0.12468570910641963 2.1575447944733201
leaf_count=4 38 588 82 24 523 341 35 62 42 343 99 54 55 117 64 3 50 93 33 11 95 5 14 52 33 44 54 101 214 637
internal_value=0 -0.00212905 -2.1458e-05 -0.00134216 -0.00223598 6.18489e-05 0.00014409 6.42832e-05 0.000129191 0.000213704 0.00111527 -3.31905e-05 4.56415e-05 -8.70492e-05 -0.00218241 3.13506e-05 0.000402512 3.00646e-05 0.0010781 -3.77215e-05 -0.00146152 0.000128308 2.77888e-05 0.000131891 0.000219136 0.000336256 0.000128696 0.00030691 -0.00232964 0.000486462
internal_weight=0 0.165118 6.27707 0.37245 0.301035 5.90462 5.61356 5.39078 5.27764 5.0915 1.09456 3.99693 3.90717 3.72748 0.186147 3.57882 0.732343 0.655334 0.422789 3.51074 0.366634 3.14411 3.05426 2.97168 2.90449 2.78189 2.57903 2.3954 0.152728 2.24267
internal_count=3910 592 3318 585 561 2733 2392 2357 2275 2169 337 1832 1489 1434 106 1317 238 188 95 1263 106 1157 1152 1138 1086 1053 1009 955 217 738
is_linear=0
shrinkage=0.00366245


Tree=586
num_leaves=31
num_cat=0
split_feature=1 52 0 43 48 51 148 2 44 14 0 14 50 131 131 1212 401 129 483 158 12 13 13 129 130 130 130 51 16 12
split_gain=0.0496802 0.0650427 0.0592324 0.0734418 0.0692648 0.072883 0.0705741 0.0973535 0.10506 0.0767881 0.0680645 0.0583116 0.0558322 0.0885618 0.0872881 0.0971407 0.071523 0.071791 0.0666077 0.0628889 0.0591373 0.0896882 0.0830552 0.0582297 0.090748 0.0686194 0.075231 0.0646348 0.0625682 0.0755485
threshold=0.10113500000000002 -0.42985499999999993 -0.017269999999999997 -0.27619499999999997 0.12862000000000004 0.12664500000000004 -0.07990499999999999 0.10251500000000001 0.093815000000000023 -0.46879999999999994 -0.23129999999999998 0.077685000000000018 0.086465000000000014 0.087580000000000005 0.10033500000000002 -0.50114499999999984 0.083100000000000021 0.093990000000000004 0.083960000000000021 0.084965000000000027 0.10700500000000002 -0.091229999999999992 -0.084084999999999979 0.092795000000000016 -0.088449999999999987 -0.081969999999999987 -1.0000000180025095e-35 -0.097124999999999989 0.24895000000000003 0.085945000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 5 6 -5 -8 9 -9 -6 12 13 16 15 -14 17 18 19 20 21 -1 -23 24 -24 -26 -27 -28 29 -29
right_child=1 2 -4 4 10 -7 7 8 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=0.0017666290591764563 -0.0037467658568845902 -0.0031780475263316994 0.0025866339552267237 -0.0021892948296978578 -0.0038540863111825468 -0.0022260777551735902 0.00028094469591815225 -0.0012455407944861835 -0.0036226599680207762 0.0032896559245986891 -1.1900047522348027e-05 -0.0037533097384593243 0.0032535175239618687 -0.0028693016427295708 0.0029126391450070067 -0.0035802127263107313 -0.0033221336794750939 -0.0037585172595855278 -0.0031709764957287526 -0.0023014659233012284 -0.0024286220750784166 -0.0030637788855197158 -0.0037560039118887207 0.0036483784308532197 0.0029546567417696999 -0.0031791988777273 -0.0031076680354011638 0.0006798772909768694 0.0024895251023414281 -0.00097763178556230733
leaf_weight=0.56569594047141736 0.051280448882608076 0.080348647796199768 0.17546459436744011 0.086688965777284355 0.089885110661271028 0.10101634535749315 0.63152633124445834 0.058282235928345139 0.037891245301580057 0.4912417151153935 0.22643975034588937 0.067336447653360554 0.033478617551736534 0.15762407511465415 0.046227879742218647 0.21839858084058494 0.088764975175763428 0.066986420540160796 0.082525260274451173 0.13217000990880468 0.10525385979326518 0.1091272125640933 0.079507329928678483 0.06904633791418735 0.12864823393465963 0.090927896663748231 0.075402178205882797 1.3556476484018065 0.18454620005468303 0.53528703551273782
leaf_count=144 115 18 162 23 16 38 225 25 11 289 65 108 9 304 29 524 211 92 150 190 91 210 51 4 13 87 123 197 57 329
internal_value=0 0.000406971 0.000514616 0.000313006 0.000475807 0.000830999 0.00106752 0.00129914 0.0023938 0.00280866 -0.00110367 -0.000304987 -0.0002487 -0.000127408 -0.00180589 -0.0026719 -9.63039e-06 7.24844e-05 0.000145518 0.000225283 0.000326511 0.000417308 0.000126872 0.000265095 0.000169746 0.000301419 0.000149161 0.000289866 0.000413298 0.000210669
internal_weight=0 2.03007 1.97878 1.80332 1.72297 1.40665 1.30563 1.21894 0.587415 0.549524 0.316325 4.1926 4.12527 3.82716 0.298105 0.251877 3.66954 3.58077 3.51379 3.43126 3.29909 3.19384 2.62814 2.51901 2.44997 2.37046 2.24181 2.15088 2.07548 1.89093
internal_count=3910 987 872 710 692 611 573 550 325 314 81 2923 2815 2253 562 533 1949 1738 1646 1496 1306 1215 1071 861 857 806 793 706 583 526
is_linear=0
shrinkage=0.0037357


Tree=587
num_leaves=31
num_cat=0
split_feature=39 51 3 483 12 1 122 453 1348 4 1455 401 158 1374 150 160 133 133 474 1 48 9 12 1186 121 9 9 131 42 51
split_gain=0.0496151 0.068543 0.0669118 0.0693504 0.0652401 0.08915 0.0845684 0.0574381 0.0591148 0.0572563 0.0541481 0.0498645 0.0495809 0.0481149 0.0710316 0.0697161 0.0922536 0.0618288 0.061093 0.0769492 0.0650728 0.0596725 0.0586707 0.0555448 0.0517529 0.0481003 0.0492989 0.0470925 0.0968036 0.0492916
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.086680000000000021 -0.095029999999999989 0.092550000000000007 0.09197000000000001 0.091855000000000006 0.090050000000000005 0.62104500000000018 1.0000000180025095e-35 0.10072000000000002 0.11034000000000001 0.084470000000000003 -0.099594999999999975 -0.10117499999999999 -0.031394999999999992 -0.26719999999999994 -1.0000000180025095e-35 0.10752500000000002 0.11930500000000001 0.091655000000000014 0.11655500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091370000000000021 0.084755000000000011 0.088565000000000019 -0.09547499999999999 -0.10748999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -3 -6 8 10 -5 11 12 13 14 -1 16 -16 -17 -19 21 22 23 -21 -20 -25 26 27 29 -29 -26
right_child=1 4 -4 9 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 18 19 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.002796550385178358 -0.0029664184874565887 -0.0028203581221732318 0.0024073171295527812 -0.0025911821071971253 0.0020056409375380771 0.0010188851218300645 -0.0029778486812460053 -0.0029614136597744629 0.0028316738409545246 0.0029620397838567144 -0.0029548992881731832 -0.0029520441814964264 -0.0029521668997309707 -0.0019268091411012772 0.0011915630023145226 -0.0022482928435933803 -0.0029166344693916896 -0.0027421460096164864 -0.0029540182958102488 0.0020453787501702476 -0.00030572392895110727 -0.0024963298163029487 -0.00041387353787353373 -0.002325267886776288 -0.0019582472510739479 0.0022369311077025567 -0.0023658824775940552 0.0022473934583396799 -0.0029591592321838471 0.00026766146851381605
leaf_weight=0.078103021704009623 0.041778988137593842 0.080970722614438273 0.087295009554509195 0.15642784786814434 0.38416619896270265 0.14912381986323453 0.032006167573854327 0.061414875886839471 0.059157475498068268 0.017958511321921833 0.058196326942834165 0.052499196701773942 0.051091168455059122 0.11387398830265727 0.068653019432531437 0.099641534910915541 0.15338986030747026 0.064678179088332288 0.053750508269332253 0.42547408417885879 0.23405214931699447 0.084058898661169112 0.10492639067524578 0.07679836558236397 0.089033405308330926 0.09062798786908377 0.07102369469066605 0.043277232565742452 0.10906960717511527 2.829206011762833
leaf_count=12 20 42 123 303 304 86 7 30 33 12 207 177 115 74 43 175 240 116 144 142 23 23 20 21 102 3 30 13 188 1082
internal_value=0 0.000690113 -0.000150343 -0.0001929 0.000926496 -0.000332152 0.00162238 -0.000130104 -9.54004e-05 -0.0020193 -0.000130372 -9.67791e-05 -6.58128e-05 -3.5024e-05 1.10487e-05 -3.62702e-05 -0.00164643 4.54381e-05 9.88881e-05 0.000142521 0.000987993 -4.49901e-05 0.00155888 1.62855e-05 6.45338e-05 0.000121316 6.02853e-05 0.000116403 -0.00148013 0.000199751
internal_weight=0 0.688046 5.33368 5.24638 0.646267 0.230095 0.416172 5.072 5.01058 0.174386 4.95142 4.89323 4.84073 4.78964 4.67576 4.59766 0.222043 4.37562 4.27598 4.2113 0.764453 3.44685 0.5304 3.36279 3.30904 3.23224 3.14161 3.07059 0.152347 2.91824
internal_count=3910 459 3451 3328 439 128 311 3013 2983 315 2950 2743 2566 2451 2377 2365 283 2082 1907 1791 185 1606 162 1583 1439 1418 1415 1385 201 1184
is_linear=0
shrinkage=0.00294557


Tree=588
num_leaves=31
num_cat=0
split_feature=39 13 1 51 38 3 0 15 0 1 41 4 43 52 15 129 43 403 160 14 42 15 3 1212 376 52 47 45 122 402
split_gain=0.247702 0.261895 0.20638 0.193724 0.195568 0.189225 0.3188 0.233249 0.177118 0.240527 0.208949 0.190389 0.32479 0.182132 0.175506 0.167938 0.340025 0.295882 0.248963 0.242651 0.21724 0.274149 0.335726 0.206419 0.166733 0.166181 0.154507 0.151322 0.150876 0.145864
threshold=0.005105000000000001 -0.23438999999999996 0.086245000000000002 -0.40274499999999996 0.13905500000000001 -0.10628499999999998 -0.10071499999999999 -0.038029999999999987 -0.060094999999999989 0.076710000000000014 0.081670000000000006 -0.48072499999999996 -0.46376499999999993 0.12461500000000002 0.084785000000000013 0.086720000000000005 -0.074254999999999988 0.086810000000000012 -1.0000000180025095e-35 -0.074139999999999984 0.08401500000000002 0.083935000000000023 -0.078669999999999976 -0.5172699999999999 0.048695000000000009 0.086040000000000019 0.10813000000000002 -1.0000000180025095e-35 0.089350000000000013 -0.50199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 -4 28 8 7 26 9 -3 14 12 -10 -13 -11 16 18 -17 -8 -18 29 22 -22 -21 -2 -9 -7 -25 -5 -20
right_child=2 5 3 4 -6 6 15 25 11 10 -12 13 -14 -15 -16 17 19 -19 20 23 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00039297622002179881 -0.0009317922905279001 -0.0010329690584133567 -0.001189465637066512 0.00090112337580898017 -0.0011952567967251628 -0.00013070928789823234 -0.0011231190587063509 0.0005564106940333086 0.00086297264935606668 0.00078629879823084693 -0.00068291308798573464 0.00081336563420009178 -0.0012188085347328323 -0.00047713877977758229 -0.00056673026335496738 -0.0010867258776991128 0.00069744527641757317 0.00079758852030588508 0.00067192014054237104 0.00072808908127086288 -0.00080872536821146852 0.00090706193184391087 0.00058193272647204914 0.0011818391196605151 0.00045910676547025059 -0.00052161893742103907 -0.00099602491651278329 -0.0011398094931618391 -0.00048815650170388786 -0.0011631226976524683
leaf_weight=1.1829379545088148 0.27747691377590022 0.37270598977193037 0.08278445986798022 1.1241086734808048 0.073759939521551021 2.7413118721669893 0.36136485500537707 1.1072102945763589 0.18077493831515312 0.51071041170507647 0.34209322446258739 0.92908249801257337 0.23882524260989146 0.17909022746607661 0.17732251022243872 0.17349582219321735 0.12248865420405897 0.33594215674384031 0.072878397862950806 0.090027210469994734 0.54167273879284039 0.4537794915959239 0.42560859607328871 0.039397416985590517 0.20629999507218599 0.23863661653012957 0.31595553515944619 1.779735160533179 0.11865088110789646 0.32327348013495516
leaf_count=170 67 97 10 344 4 248 422 90 6 65 60 108 86 19 41 162 20 31 27 31 197 36 50 7 21 34 42 1228 13 174
internal_value=0 -0.000133137 0.000321055 0.000549137 0.000658462 -0.00018477 -0.00026798 -4.12045e-05 7.42569e-05 -0.000226354 6.54842e-05 0.000350284 -0.000321922 0.000604809 0.000437591 -0.000479546 -0.00055643 0.00015586 -0.000234867 -0.000901249 -5.82326e-05 0.00015567 -0.000196829 -0.00100382 -0.000338663 0.000365262 -0.000220136 -0.00108953 0.000768484 -0.000825538
internal_weight=0 13.2363 1.88308 1.3993 1.31652 12.0534 9.12278 4.40311 2.93061 1.40283 1.03013 1.52777 0.4196 1.10817 0.688033 4.71966 4.21023 0.509438 2.17858 2.03165 1.81721 1.42106 0.967281 1.90916 0.483777 1.34585 3.05727 1.81913 1.24276 0.396152
internal_count=3910 3451 459 371 361 3281 2799 414 482 263 166 219 92 127 106 2385 2192 193 906 1286 484 283 247 1266 88 124 290 1235 357 201
is_linear=0
shrinkage=0.00117172


Tree=589
num_leaves=31
num_cat=0
split_feature=31 2 2 3 0 2 2 52 147 123 1447 133 52 151 52 13 13 4 52 0 1 48 16 40 2 15 4 16 42 133
split_gain=0.0476507 0.0478757 0.10293 0.0888922 0.0832219 0.0789847 0.0749873 0.0668003 0.0799218 0.0607461 0.0667353 0.0598028 0.0578252 0.084347 0.0770272 0.0842715 0.128255 0.0756532 0.113653 0.0709452 0.0771871 0.0795644 0.0643123 0.0577716 0.0557211 0.0549085 0.074998 0.0693714 0.054549 0.0556661
threshold=-1.0000000180025095e-35 0.086545000000000025 0.085355000000000014 0.084925000000000014 -0.12329499999999999 0.087005000000000013 0.087995000000000004 0.18936500000000003 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.19121000000000002 0.14114500000000005 -0.27336999999999995 0.11588000000000002 -0.091849999999999987 -0.077944999999999987 -0.23071499999999998 0.10599500000000002 -0.082194999999999976 0.085110000000000005 0.087500000000000008 -0.5152199999999999 -1.0000000180025095e-35 0.093655000000000002 -0.11739999999999999 0.22584000000000001 -0.19424999999999998 0.10138000000000001 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 25 -5 -3 -7 9 -9 10 -8 12 13 -12 15 23 -17 18 -18 20 22 -22 -19 -15 -11 -2 27 -27 29 -29
right_child=1 5 -4 4 -6 6 7 8 -10 24 11 -13 -14 14 -16 16 17 19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0038756141357997064 -0.0028098266149289611 0.0026968462062671185 -0.0033050344237883036 0.0040340846419130716 -0.001163006331113706 -0.0042311436620576497 -0.0042292801366810946 -0.0033610101353697521 0.0042382566178470185 -0.0019772396152806654 -0.0039536994093378091 -0.0041472062227877202 0.0024246076583330483 -0.0018307153031294281 -0.002879025314558528 -0.0040448163058297865 -0.0022522469649775092 0.0040565782316096298 0.0043110706657585223 0.0021828375362030203 0.0022151305628301567 -0.00043593705650077992 -0.0034884072662792497 0.0021616139923318015 0.0028806995062345599 -0.004307535957068313 0.0020575518771382847 -0.00068701235709906676 -0.0042221174016872105 0.0019368538396147585
leaf_weight=0.053519464254350058 0.18603100369182346 0.20567458246841885 0.22752500748219961 0.14771908778493525 0.086446841916767769 0.072067789516950476 0.062688152864213698 0.17024717106505693 0.02861079340800643 0.050305815773754037 0.088829179843745609 0.056120709297829197 0.19947454526118225 0.072415577684296295 0.13554418241892552 0.13313863556595951 0.34909980406792129 0.023102870167349465 0.053906467277556658 0.40356987818539325 0.33370727145484125 0.50144188944250345 0.14863891308960109 0.56213816239324277 0.24682847552685416 0.090748556563993943 0.19279672937773273 0.83041938314499952 0.064639169992005807 0.17289956907461601
leaf_count=113 109 69 194 30 36 194 104 252 4 19 52 171 26 12 56 191 165 3 3 320 99 57 131 185 183 20 34 785 125 168
internal_value=0 -0.000112003 -0.000641286 -0.000299202 0.00211548 0.00015949 1.81338e-05 0.000102734 -0.00226766 0.000240524 6.76248e-05 0.00015562 0.000235979 8.03661e-05 0.00021227 0.000374603 -5.94083e-05 0.000233187 -0.00137433 0.000692498 9.51579e-05 0.000623371 -0.00247345 0.00170601 0.00205823 -0.000666957 -0.000371997 -0.000776248 -0.000476181 -0.000234848
internal_weight=0 5.89678 1.99923 1.7717 0.234166 3.89755 3.69188 3.61981 0.198858 3.42095 3.12382 3.06113 3.00501 2.80553 2.7167 2.58116 1.94661 1.81347 0.403006 1.41046 1.00689 0.835149 0.171742 0.634554 0.297134 1.53753 1.3515 1.15871 1.06796 1.00332
internal_count=3910 3797 1501 1307 66 2296 2227 2033 256 1777 1575 1471 1300 1274 1222 1166 969 778 168 610 290 156 134 197 202 1241 1132 1098 1078 953
is_linear=0
shrinkage=0.004207


Tree=590
num_leaves=31
num_cat=0
split_feature=1 2 4 3 13 12 3 49 2 16 52 150 39 16 403 160 457 2 48 15 15 42 42 12 39 0 15 160 1 3
split_gain=0.202178 0.198584 0.152709 0.142202 0.147236 0.182643 0.143164 0.262185 0.181336 0.137283 0.198014 0.208877 0.194479 0.169782 0.136029 0.14872 0.135639 0.135051 0.132903 0.134066 0.15111 0.146899 0.201405 0.154356 0.125403 0.158182 0.132632 0.120602 0.173399 0.120335
threshold=0.10113500000000002 0.14808000000000002 0.51224500000000017 -0.12008499999999998 0.17936000000000002 0.080120000000000011 0.084925000000000014 -0.085974999999999982 0.085805000000000006 0.050115000000000007 -0.048794999999999991 0.15297000000000002 0.16168500000000002 0.67964000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085720000000000005 0.086650000000000019 0.086870000000000017 0.083935000000000023 0.084050000000000014 -0.088669999999999985 0.08622500000000001 0.094045000000000004 0.005105000000000001 -0.10131499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13213500000000003 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 -1 14 -8 -9 10 11 -2 13 -11 -5 -16 27 -10 19 24 -21 -22 -23 -24 25 -17 -26 -12 -29 -27
right_child=1 -3 -4 6 -6 -7 7 8 17 12 16 -13 -14 -15 15 18 -18 -19 -20 20 21 22 23 -25 26 29 -28 28 -30 -31
leaf_value=0.0010680154443360936 0.00097387334121177757 0.00088445147791908513 0.0010317199593750247 -0.0010969713422836205 -0.00075932196500753176 -0.00012479497800662332 -0.0012557094264058484 0.0010015876989638202 -0.0010270834469887386 -0.00087641332353075279 -0.0008821656532187049 -0.0012368841932029228 0.00090133725681176347 0.00080267566751249296 -0.00099107219222945801 -0.00037058799200732667 0.00089776713154689008 -4.5807822228082878e-05 6.4743095892219485e-05 0.0012571501957373602 0.00033442640819692762 -0.0012349065015777934 0.00034872565881387507 -0.0012268171276708496 -0.0008928645700414234 0.00018178883440872972 0.00082853405758159771 -0.00028392525538400808 0.0010731090714841333 -0.0012413026133272192
leaf_weight=0.25374216398631577 0.41523016258724998 0.28319689099589584 0.15077290030603752 0.68979539073552487 0.33563887694617722 0.76869800135318656 0.31401475920574773 0.21481050283182401 0.24367642297875125 0.9856296589496194 0.42537355831882573 0.074981482699513435 0.12169331172481168 0.098431990947574377 0.82400149972818226 0.67951323377201234 0.14950111080543127 1.4411614195123545 0.6892003553584799 0.095489674931741209 0.34903671417123394 0.40290210822422512 0.35226677031459985 0.12527047967887484 0.12032688775798306 0.096729542361571164 0.14874500373844046 1.429903074938921 0.15511080149735779 1.0137359110849538
leaf_count=40 126 139 128 840 50 151 26 27 12 232 67 2 7 9 637 52 43 137 131 3 59 152 100 73 35 9 11 177 57 378
internal_value=0 -0.000102108 -0.00017184 -0.000422803 -5.87499e-05 0.000171229 -0.000486183 -0.000223816 -5.32419e-05 -0.000218902 -6.37445e-05 0.000635722 -0.000559917 -0.000723953 -0.000590138 -0.000518748 -0.000222496 -0.000187729 -0.000423198 -0.000522574 -0.000220092 -0.000334825 -0.000600139 -6.45803e-05 -0.000717216 -0.000833858 5.87378e-05 -0.000305804 -0.000151125 -0.00111734
internal_weight=0 4.28982 4.00663 9.15876 1.35808 1.02244 7.80068 2.21366 1.89965 3.85586 2.6501 0.490212 1.20575 1.08406 5.58701 4.89722 2.15989 1.68484 4.07322 3.38402 1.32497 1.22948 0.880439 0.477537 2.05905 1.78998 0.269072 2.01039 1.58501 1.11047
internal_count=3910 987 848 2923 241 191 2682 202 176 720 472 128 248 241 2480 1640 344 149 1003 872 387 384 325 173 485 439 46 301 234 387
is_linear=0
shrinkage=0.00121906


Tree=591
num_leaves=31
num_cat=0
split_feature=1213 475 0 4 52 52 133 403 160 43 39 1186 124 1 448 0 15 15 42 52 12 104 13 13 43 151 151 1374 16 52
split_gain=0.0463146 0.0514634 0.0480724 0.0961005 0.107805 0.0759959 0.0685353 0.0701844 0.0650946 0.056274 0.0672605 0.0630879 0.0548473 0.0591837 0.0754012 0.0545649 0.0508275 0.0591344 0.0787557 0.0708113 0.0854566 0.0590399 0.0624337 0.0986817 0.090316 0.0684083 0.084595 0.134798 0.0822462 0.12296
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.017269999999999997 -0.49837999999999999 0.10433000000000002 0.11588000000000002 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 -0.34918499999999997 0.005105000000000001 0.085080000000000003 -0.52484999999999993 0.086245000000000002 -0.080249999999999988 -0.14012999999999998 0.22941000000000003 0.18599000000000002 0.10138000000000001 -0.42985499999999993 0.097345000000000015 0.077595000000000011 -0.094679999999999986 -0.084184999999999996 1.0000000180025095e-35 0.056555000000000001 0.015440000000000001 -0.094679999999999986 -0.19424999999999998 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 -2 15 -9 -10 11 16 -12 -14 -15 -8 17 18 19 -11 21 22 -21 -24 25 26 27 -25 -29 -30
right_child=2 -3 3 5 -6 -7 7 8 9 10 12 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0031402219285340946 -0.0027376458831691211 -0.0024749225232005259 -0.0024405609265252381 0.0018614350281478348 0.0013747383386669351 -0.00079580862151318549 0.0016409410587885057 -0.0027344014721491831 -0.0017861909418542281 -0.0031335068580879647 -0.0028964169105214739 0.0021280789785137959 -0.0013081642009282258 -0.003162846676795054 0.0027268443866880613 -0.0028713629976708757 -0.0019594939320399288 0.0025214279338154023 -0.0028398838648967068 0.00097968581467324694 0.0017118432255790357 -0.0029353889202534153 -0.0031389175866451042 -0.0032026477971659356 -0.0031013985409475689 -0.001163932749998965 0.0028728319376950316 -0.0010363723360433941 7.731077054384984e-05 0.0021822095723361161
leaf_weight=0.018167096190154552 0.097935421340480278 0.13058633898390315 0.17278745687326591 0.50570130643791333 0.12450791818264406 0.13277561735594645 0.032091013334138552 0.084670074176756205 0.16014930383789749 0.069356416051961634 0.027295664418488741 0.12901677549052681 0.053743296877655555 0.023061431013047695 0.26875716885115253 0.14228680810674621 0.13762759545352299 0.087029200134565943 0.098685568705604854 0.50094121476832132 0.27958850831873849 0.06980064871822822 0.10894716656776315 0.11279634610401013 0.09388962711818738 0.39091812226979517 0.11481260736763932 0.34291673640837217 0.94530796628258629 0.3802454503647823
leaf_count=4 212 588 140 223 18 49 21 224 91 200 5 26 14 2 251 528 30 10 79 182 97 19 254 15 30 69 9 83 299 138
internal_value=0 -0.00178915 -2.2293e-05 0.000625295 -0.000842706 0.00130884 -0.000149821 -9.53636e-05 -1.96265e-05 3.26752e-05 0.000101461 -2.09467e-05 0.0013693 0.00170625 0.0022614 -0.00204096 -9.52222e-05 -2.38568e-05 -8.69985e-05 -7.31869e-06 5.75946e-05 -9.35236e-05 -2.71983e-05 -0.000229778 -9.66585e-05 2.66971e-05 0.000272171 0.000104544 0.000328126 0.000681118
internal_weight=0 0.148753 5.68764 0.935772 0.297295 0.638477 4.75187 4.65393 4.47956 4.39489 4.23474 3.86188 0.372858 0.345562 0.291819 0.174378 3.73286 3.59524 3.50821 3.40952 3.34016 3.06058 2.99078 2.48983 2.38089 2.287 1.89608 1.78127 1.66847 1.32555
internal_count=3910 592 3318 430 158 272 2888 2676 2127 1903 1812 1540 272 267 253 549 1514 1484 1474 1395 1195 1098 1079 897 643 613 544 535 520 437
is_linear=0
shrinkage=0.00312586


Tree=592
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 0 3 403 15 9 12 50 1212 4 3 4 43 13 3 43 43 12 40 51 151 0 151 42 4 47 50
split_gain=0.190023 0.176025 0.172668 0.15212 0.144185 0.218461 0.158619 0.1719 0.203028 0.150964 0.202975 0.153281 0.149031 0.147322 0.192691 0.155818 0.214372 0.197619 0.129098 0.157891 0.12198 0.197389 0.184779 0.140626 0.121627 0.119082 0.129113 0.127868 0.15151 0.135847
threshold=0.094485000000000013 -0.065229999999999996 -0.42985499999999993 0.091520000000000018 -0.077944999999999987 -0.084129999999999996 -1.0000000180025095e-35 -0.008624999999999999 0.083710000000000021 0.091735000000000025 0.086465000000000014 -0.50114499999999984 -0.0031049999999999997 -0.088024999999999978 -0.48072499999999996 -0.078454999999999983 -0.45122499999999993 -0.078669999999999976 -1.0000000180025095e-35 0.0041500000000000009 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 -0.40391999999999995 -0.089539999999999995 -0.093064999999999981 -0.14127499999999996 -0.045299999999999993 0.093315000000000023 0.10976000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 20 5 18 -7 12 9 10 -9 -12 -8 14 -6 17 -17 -15 -3 -20 21 22 -4 -22 -14 -25 -27 -28 29 -29
right_child=2 4 3 -5 13 6 7 8 -10 -11 11 -13 24 15 -16 16 -18 -19 19 -21 23 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.0011592751049673471 -0.0011535951737251672 -0.001069065416822487 -0.0011644600691118532 -0.0011346062582703298 -0.00041019660270366252 -0.0011517592922945126 -0.0010010080943352784 0.00077992223059987638 -0.0011556745569619963 -0.00057209531658681092 0.00093101587602858441 -0.0011909959537646534 -4.5070838801398918e-05 -0.0011715365674395506 0.00067736125762407205 0.00032607462895661469 -0.0010563004640773016 0.00082126059910528056 0.00042490413686221816 -0.00086479146920718434 -0.0011066758469984029 -0.0011624992400243431 0.00087046834340937082 0.0010824854724051766 -0.0011653381551978419 -0.0010138693958866491 -0.00034509968909288261 0.00058945077687844335 -0.00015211836002406026 -0.00074306161657698396
leaf_weight=0.22932708354164777 0.13294436017895339 0.58203737129770161 0.063421715516597033 0.11373873884440389 0.28953156119678169 0.18388965039048377 0.31340692848243645 0.9009858380522926 0.12375047238310788 0.18622516308823822 0.067030652309767902 0.13618348573800176 1.5400282000882723 0.084485958039294928 0.83497812880523292 0.23303312598727643 0.4058614747264071 0.29482313220796641 0.23075344143580856 0.27402064300258644 0.12195783742936361 0.079694077372550964 0.82317704899469379 0.1710530861164451 0.13947269565687759 0.13199121813522774 0.55093823946663256 1.3415532635408438 0.73121197826549167 0.10917818878078822
leaf_count=408 143 611 8 34 29 240 135 154 28 41 9 49 204 57 129 12 356 47 38 102 24 8 379 29 74 13 143 266 117 23
internal_value=0 -0.000169348 0.000135513 0.000175952 -0.000136064 -0.000249106 -0.000112534 -5.64437e-05 0.000249868 0.000384658 0.000546017 -0.000491045 -0.000273804 0.000110719 0.000397344 -0.00020583 -0.000552087 0.000377392 -0.000700359 -0.000275217 0.000212096 0.000569241 0.000724902 0.000102812 -0.000138102 0.000151399 9.58061e-05 0.000149401 0.000274261 0.000489169
internal_weight=0 7.04983 4.37086 4.23792 6.8205 4.67778 3.59097 3.40708 1.41418 1.29043 1.1042 0.203214 1.99291 2.14271 1.12451 1.0182 0.638895 0.379309 1.08681 0.504774 4.12418 0.966293 0.886599 3.15788 1.6795 3.03593 2.86487 2.73288 2.18194 1.45073
internal_count=3910 2723 1187 1044 2315 1685 934 694 281 253 212 58 413 630 158 472 368 104 751 140 1010 395 387 615 278 591 562 549 406 289
is_linear=0
shrinkage=0.00114875


Tree=593
num_leaves=31
num_cat=0
split_feature=12 1 132 484 160 0 16 42 42 16 16 133 403 129 1212 1 43 13 48 403 3 43 123 4 16 160 0 48 147 1429
split_gain=0.199699 0.227011 0.173673 0.153452 0.165317 0.164926 0.216648 0.179861 0.206899 0.192725 0.216734 0.16982 0.16742 0.207639 0.149644 0.143337 0.135939 0.146708 0.135108 0.123723 0.137671 0.222499 0.23698 0.129015 0.121351 0.18158 0.1171 0.142148 0.241988 0.108258
threshold=0.084100000000000022 0.13026000000000001 0.080815000000000012 -1.0000000180025095e-35 0.031805000000000007 -0.070894999999999986 -0.50585499999999983 0.09901500000000002 -1.0000000180025095e-35 0.3935300000000001 0.67964000000000013 0.017095000000000003 0.086810000000000012 0.086720000000000005 -0.5172699999999999 0.10662500000000001 -0.17307499999999998 -0.0024749999999999993 0.10813000000000002 0.088825000000000015 -0.010319999999999998 -0.085614999999999983 1.0000000180025095e-35 -0.44477499999999992 -0.014099999999999998 0.085065000000000016 -0.26606499999999994 -0.09386499999999999 0.088035000000000016 0.084545000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 19 -2 5 6 18 8 -7 11 -11 -10 15 14 -14 16 17 -8 -5 20 21 22 -1 -22 25 -6 -25 -28 29 -29
right_child=1 -3 -4 4 24 7 12 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.00096167154188126348 -0.0011573716597473912 0.00074492397733307535 0.00082780384602202512 0.00096495506546833538 0.00073292450149543321 -0.0012067362126198875 0.0012731249506552924 -0.0013113284291474589 0.00092213637270147585 -0.0013288511170939047 0.001352470830455586 -0.00029324575649944292 0.00075039425267717263 0.00088841255624851762 -0.0012674746051148304 -0.00017500948071390521 -0.0011624285850300304 -0.0012987458404784772 -0.00048985310432348773 -0.0011365126345847265 -0.0011897898402968429 0.00077497230576812964 0.00088717029311261724 0.0010932143920424906 0.0007000014904175641 -0.00083584722838443357 -0.0012197467937798709 -0.00013180536880218918 0.001307291953333784 0.00084743721373540528
leaf_weight=0.32077121467227698 0.332850699112896 0.36674143493291911 0.48218554786581069 0.23680734972003836 0.20586879362235777 0.16998452501866257 0.08362644471344538 0.1613612008113704 0.69612645436427578 0.20055609437258681 0.067410073825158179 0.26589642711041961 0.083818876337318216 0.22911292247590609 0.23106355513300503 0.4062547290814108 1.409747710611555 0.066747902223141753 0.19465789920650423 0.15056385059142474 0.16250464171025569 0.93230635434156262 0.18178235203959048 0.15371651289751653 0.47260879653185828 0.30855389469797956 0.16875515875290048 3.7488768128605474 0.22145202831597988 0.198970878322143
leaf_count=103 439 76 137 27 16 89 5 126 55 122 6 25 29 25 161 32 1146 59 20 29 80 296 49 32 92 61 22 477 47 27
internal_value=0 -0.000242279 7.97693e-05 -0.000304454 -0.000252745 -0.000357844 -0.000538208 -1.80054e-05 0.000131063 0.000315947 -0.000654333 0.000586213 -0.000683753 -4.85725e-05 -0.000730336 -0.000859475 -0.00103771 0.000131527 0.00030861 2.19634e-05 5.06086e-05 0.00040095 -0.000292913 -5.73976e-05 0.00022675 -0.000208034 -1.64295e-05 -5.57492e-05 -8.63558e-06 -8.24517e-05
internal_weight=0 6.1898 6.72189 5.82305 5.4902 4.50317 2.94184 1.56133 1.39997 1.22999 0.267966 0.962023 2.51037 0.543995 0.314882 1.96638 1.56012 0.150374 0.431465 6.2397 6.08914 1.43486 0.502554 4.65428 0.987031 0.514423 4.49177 4.33805 4.1693 3.94785
internal_count=3910 2611 1299 2535 2096 1927 1504 423 297 208 128 80 1457 215 190 1242 1210 64 47 1162 1133 448 152 685 169 77 605 573 551 504
is_linear=0
shrinkage=0.00129368


Tree=594
num_leaves=31
num_cat=0
split_feature=0 2 14 376 1 147 375 50 3 16 38 3 39 42 43 52 160 474 3 3 15 12 42 4 51 2 12 2 2 2
split_gain=0.0473504 0.046213 0.0458019 0.0632806 0.0772342 0.0630134 0.0622855 0.0486159 0.0549577 0.0832421 0.0472279 0.102152 0.0498896 0.0574621 0.0513413 0.104756 0.0952889 0.0893773 0.0851889 0.0849259 0.0963356 0.121366 0.106569 0.10528 0.0688174 0.0747982 0.0782062 0.0781093 0.0901442 0.0828756
threshold=-0.26606499999999994 0.16971500000000003 0.077685000000000018 0.048375000000000008 0.17169000000000004 0.111195 0.090515000000000012 0.14262000000000002 -0.15464999999999998 -0.069144999999999984 0.12641000000000005 0.30601500000000009 0.18016500000000005 -0.11145999999999999 -0.068454999999999988 -0.088779999999999984 -0.088649999999999993 0.084655000000000022 -0.078669999999999976 -0.10628499999999998 0.083935000000000023 0.085775000000000004 0.08401500000000002 0.0021050000000000005 -0.032189999999999989 0.086650000000000019 0.089995000000000006 0.096750000000000017 0.097940000000000013 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -4 -5 8 9 -2 11 12 13 -10 16 -16 -15 24 19 -18 21 23 -22 -21 -17 -26 27 -27 -29 -30
right_child=1 -3 5 4 -6 -7 -8 -9 10 -11 -12 -13 -14 14 15 17 18 -19 -20 20 22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00284710156519846 0.0031869408090304642 0.002617347285708233 -0.0032789448608729851 0.002500582314779239 -0.0034215253857332131 0.0034122075684956759 -0.002583206648725985 -0.0032238513598253499 -0.0026801239343187534 -8.8371792875628323e-05 -0.0032082640851275796 0.0033913544186307053 0.0034399333646604933 -0.0025066898339146148 -0.0023959551627665086 -0.003433543174629604 0.0016940070060231021 0.0023383036290292522 0.001730812567105058 -0.0033954433719279053 -0.001811613275612751 -0.0032028932892587329 0.0026603352747306738 0.002289304418356427 -0.0011365558478685731 0.0013764503687244013 -0.0011814326281023074 -0.0034911141982498116 0.001815208052038574 -0.0010212337678207448
leaf_weight=0.062952810490969457 0.13802013178064954 0.070589678585747495 0.10060422114111123 0.25386306237487577 0.034367098938673735 0.019185629527783021 0.03095423047489021 0.059466337892445043 0.11422151377746548 0.2492746512625662 0.060847647444461361 0.088564088651764794 0.040972121350932755 0.12982496863605764 0.30182630803119526 0.084888850439711727 0.23291345561392507 0.14002764937822565 0.45037175220841152 0.054470596274313721 0.09877400831101113 0.24608041012379545 0.15955418371595442 0.11829103266063612 0.86315084065063441 0.61462764921543545 0.40553341980921676 0.088992786317248829 0.20927425929767196 0.27017780472669983
leaf_count=32 58 96 117 178 4 6 10 45 182 138 18 108 10 289 217 52 76 71 239 165 132 289 28 18 684 166 351 10 46 75
internal_value=0 -0.000103414 -0.000137351 -9.25883e-05 0.00136992 -0.00220729 0.00194807 -0.000182013 -0.000146962 0.00107885 -0.00024642 -0.000208177 -0.000277119 -0.00031035 -0.000249779 -0.000506313 0.000262934 -0.000293233 0.000527233 -6.83812e-05 -0.000674557 -0.00167681 0.000950447 0.000496941 -0.000438499 -0.0003348 0.000100825 0.000540357 -0.000363663 0.000216834
internal_weight=0 5.72971 5.65912 5.53933 0.319184 0.11979 0.284817 5.22015 5.16068 0.387295 4.77339 4.71254 4.62397 4.583 4.46878 2.9785 1.49028 2.67667 1.36046 0.910084 0.67717 0.418842 0.258328 0.172762 2.53665 2.45176 1.58861 1.18307 0.568445 0.479452
internal_count=3910 3878 3782 3659 192 123 188 3467 3422 196 3226 3208 3100 3090 2908 1672 1236 1455 947 708 632 472 160 183 1384 1332 648 297 131 121
is_linear=0
shrinkage=0.00338353


Tree=595
num_leaves=31
num_cat=0
split_feature=1 156 47 50 48 52 128 484 52 42 42 15 51 454 133 2 1374 3 1186 47 2 12 43 42 4 157 51 1 151 2
split_gain=0.219301 0.155358 0.188176 0.158586 0.150931 0.167976 0.156781 0.143422 0.176842 0.134595 0.185022 0.164336 0.162829 0.13456 0.13241 0.138779 0.195366 0.350184 0.131416 0.12362 0.131131 0.118884 0.18195 0.179538 0.177423 0.13595 0.138453 0.117509 0.114979 0.114347
threshold=0.10113500000000002 0.11896500000000002 0.087850000000000025 0.11843500000000001 -0.088799999999999976 -0.24456499999999998 0.084155000000000021 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.087904999999999983 -1.0000000180025095e-35 -0.10748999999999999 -1.0000000180025095e-35 0.19121000000000002 0.086545000000000025 -1.0000000180025095e-35 0.084925000000000014 0.08981500000000002 0.09550500000000002 -0.13811499999999996 0.10214500000000001 -0.18906999999999999 0.092145000000000019 -0.34687499999999999 -0.08262499999999999 0.08955500000000001 0.14000500000000002 -0.40391999999999995 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 28 -1 9 10 11 -9 -11 -14 15 16 -15 19 -13 20 -18 22 -17 25 -23 -24 29 -4 -7 -27
right_child=1 -3 27 -5 5 6 -8 8 -10 12 -12 18 13 14 -16 21 17 -19 -20 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0009560322901089437 -0.00046135485486765917 -0.00093466850377157929 -0.00030238394416833676 -0.0007399271525134586 -0.00042859080586391782 -0.00060356140980592852 -0.00062761348993701572 -0.0010406435129144337 -0.0010699957991291054 -0.0012493666475802336 -0.0011197712558381739 0.00037371502635287013 -0.0012638783194090159 -0.0012814455351557741 -0.0012523652751037996 0.0012807082723093565 0.0010225822492587798 0.0012068195123673773 -0.0012654903023978448 0.00059242655329658819 -0.00056363124863847698 0.00038680007781732308 -0.00082699475281222874 -0.0005407678851970315 -0.0012704539520040938 0.00060016369821722202 -0.00032884309099287778 0.00059103719650123183 0.00091705719962668518 -0.00022778937153809377
leaf_weight=0.36501123498237475 0.22037441132124591 0.19170526246307407 1.2121901649370554 0.16724952046934038 0.21038441081327741 0.080770541157108577 0.11995674646459509 0.23721736766674439 0.31627358679907036 0.16858552763005619 0.45729096907234523 0.58739071552918176 0.12962558020080805 0.23695023317122865 0.12446291685773747 0.24909242521971453 0.086344877956434973 0.27628971292870108 0.086792924346809741 0.2001193954492918 1.2071845031459831 0.19564525841269642 0.15635540716175533 0.46060381911229331 0.20405739020497993 1.8897239130164978 0.37685083971155098 0.28024334614747193 1.5972444362851086 0.29867071715125337
leaf_count=510 27 69 204 34 53 14 21 122 301 117 450 236 33 18 181 9 20 12 14 33 358 8 96 84 54 205 36 32 533 26
internal_value=0 0.000158094 0.000211969 0.000427857 0.00051549 0.000622678 0.000745689 -0.000193906 -0.000158894 -0.000121124 -0.00047435 -0.000150513 -4.39014e-05 -1.05421e-05 1.67063e-05 4.37627e-05 -0.00022112 -7.9169e-05 0.000162687 -0.000317047 -0.000457749 0.000182523 0.000257283 0.000177173 -0.000459266 0.000298677 0.000367288 -0.000134621 0.000843863 0.000487165
internal_weight=0 4.08012 3.88841 2.39598 2.22873 2.00836 1.79797 8.31054 7.94553 7.62925 1.36869 0.911401 6.26056 6.09198 5.96235 5.83789 2.00689 1.76994 0.674184 1.49365 1.29353 3.831 3.4313 3.1822 0.399703 2.7216 2.56525 1.49243 1.67801 2.18839
internal_count=3910 987 918 682 648 621 568 2923 2413 2112 822 372 1290 1173 1140 959 441 423 250 411 378 518 456 447 62 363 267 236 547 231
is_linear=0
shrinkage=0.00124344


Tree=596
num_leaves=31
num_cat=0
split_feature=4 11 403 151 1425 1213 1456 52 3 1 48 4 4 52 52 151 124 52 15 457 160 48 16 13 132 0 15 47 50 16
split_gain=0.297651 0.271803 0.260787 0.239609 0.264089 0.231901 0.227294 0.207153 0.212114 0.215263 0.236076 0.220769 0.206181 0.202305 0.225067 0.286919 0.219095 0.190881 0.175549 0.350415 0.228589 0.208433 0.18103 0.252506 0.211316 0.192965 0.229526 0.171991 0.278071 0.175211
threshold=0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 -0.27336999999999995 0.10625000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.13927999999999999 0.099595000000000017 -0.084204999999999988 0.22584000000000001 0.055260000000000011 0.18936500000000003 0.14114500000000005 -0.083559999999999982 -0.027784999999999997 -0.040174999999999995 -0.095799999999999982 0.085130000000000025 0.087825000000000014 0.087945000000000009 0.3935300000000001 -0.091849999999999987 0.085645000000000013 -0.13506999999999997 0.083935000000000023 0.096475000000000019 0.11901000000000002 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -2 27 -4 -7 -8 -9 11 -11 13 -12 14 15 -10 -17 -1 21 20 22 -18 23 -20 25 -25 -27 28 -5 -29
right_child=3 -3 5 4 -6 6 7 8 9 10 12 -13 -14 -15 -16 16 18 -19 19 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-5.5424494498999504e-05 -0.0011738712986407247 -0.0010800401549590209 -0.0012720269818719246 0.0010173051316710378 -0.0014238422612850873 -0.0008756861907924234 -0.00084054126520121297 0.00063150147971564288 -0.00084182487735995999 -0.00097575650790825543 0.00061979335167204022 -0.0011449824401648498 -5.5416491334439015e-05 -0.001277609189276359 0.001069660211237989 0.0010828100757988152 -0.00017226044980487039 -0.0011983483631810474 0.00067445916835289703 0.0010094414612038898 -0.0011086239376896358 -0.001370399368337572 -0.0013248287659385976 0.00042035603329747566 0.0009854090523180631 -0.00093712584960657902 -4.61469449315405e-05 0.0008315213820619719 -0.00062136584213443838 -0.0005952480256697886
leaf_weight=0.38885819927236298 0.15584218397270921 0.48754160574753846 0.25260313575563209 1.240612782363314 0.11383306281641115 0.50832283000635925 0.46469593032815915 0.8540419218334091 0.75143778615892642 0.23503882283694144 1.7812488255149221 0.33714972024608858 1.2297123477328566 0.2255205532273975 0.27399236665223714 0.28101855632848138 0.8470864200353343 0.59432264556016967 0.84107974125071905 0.53806263965088863 0.32009983313037071 0.3224788870793418 0.15688909747404967 0.55957483826204635 0.25190273021871679 0.81238400700389446 1.0880036016897063 0.2311412135604769 0.1924169324338435 0.34527399542275805
leaf_count=108 20 160 239 385 4 317 208 82 181 20 268 38 83 210 8 34 56 780 43 21 78 43 31 22 29 225 154 17 15 31
internal_value=0 -0.000149212 -0.000116599 0.00034407 0.000455482 -6.87254e-05 -4.47535e-05 -1.00507e-05 2.29154e-05 -2.49767e-05 0.000248466 -0.000141663 0.00034403 -9.51304e-05 -5.72722e-05 -0.000102881 -1.06214e-05 -0.00074631 -6.41763e-05 4.80799e-05 -8.02777e-05 -0.000502618 8.45228e-06 6.73266e-05 -0.000120974 -0.000234269 -0.000427026 0.000561944 0.000797276 -2.31167e-05
internal_weight=0 14.4031 13.9155 2.27912 2.12328 12.9323 12.6797 12.1714 11.7067 10.8527 3.246 7.60668 3.01096 7.26953 7.04401 6.77002 6.01858 0.983181 5.73756 4.568 4.02993 1.16957 3.70983 3.55294 2.71187 2.45996 1.90039 2.00944 1.43303 0.576415
internal_count=3910 3438 3278 472 452 2390 2151 1834 1626 1544 371 1173 351 1135 925 917 736 888 702 603 582 99 504 473 430 401 379 448 400 48
is_linear=0
shrinkage=0.00126831


Tree=597
num_leaves=31
num_cat=0
split_feature=158 9 1365 1 14 3 4 2 4 3 12 52 2 475 160 3 16 16 47 132 0 3 402 16 484 43 16 0 1 51
split_gain=0.0487532 0.0504219 0.0504055 0.0506605 0.0504793 0.0538823 0.0900768 0.0564514 0.058005 0.0761788 0.071943 0.0674527 0.0619603 0.101604 0.0702068 0.070825 0.0712843 0.0756557 0.113094 0.0814795 0.0745362 0.0643202 0.0618879 0.0631203 0.0521966 0.057602 0.0792633 0.0576049 0.0653188 0.088291
threshold=0.11034000000000001 -0.016839999999999997 1.0000000180025095e-35 0.10113500000000002 0.077685000000000018 -0.15121499999999996 -0.48072499999999996 0.13215000000000002 -0.52333999999999992 0.12991000000000003 0.10129000000000001 0.17829500000000004 0.086545000000000025 -0.083559999999999982 0.083295000000000022 0.086245000000000016 -0.089864999999999987 -0.083564999999999987 0.09550500000000002 0.082150000000000015 -0.25490999999999991 -0.089974999999999986 0.088340000000000016 0.3935300000000001 -1.0000000180025095e-35 0.098320000000000005 -0.50909499999999996 -0.072559999999999986 0.083370000000000014 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -7 10 11 12 13 -10 15 16 -15 21 19 20 -19 -18 23 24 -14 27 -27 28 -26 -30
right_child=-2 2 -4 -5 -6 7 -8 -9 9 -11 -12 -13 22 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0033485126343681042 -0.0028462742687355505 -0.0012178651652632896 -0.0022299968916528962 0.00045042255210122489 -0.0033287974921679744 -0.0033539085300520696 0.0025042463746473413 -0.0033408892506504766 0.0030440738607696778 0.0017057893349515063 -0.0030751307487984392 -0.0033286508709105865 -0.0025381537477812337 -0.0030770673789982392 -0.0032093349167003796 0.0020520358007310975 -0.0033312329873274012 0.0033847619810997891 0.0019337968818124187 0.0011941157761528492 -0.0033189068737856319 0.0021319214140207688 -0.0033255642623967489 -0.0033625683899691197 -0.00044243550906102524 0.0020124397934487533 -0.0029923640932714326 0.0018208249276359387 0.0021422065207805409 -0.00065728772707987222
leaf_weight=0.048027088436356169 0.068747931424240849 0.11283187563458341 0.115885307528515 1.7348174635726534 0.057101972201053175 0.064803214690983491 0.19551843735098362 0.066109439756473765 0.071724703159361414 0.21898511578910973 0.10080087547385108 0.075168443515394645 0.062537089504533738 0.14934528025332827 0.14145534541603411 0.092638792120851576 0.028069249727195711 0.019564732909202465 0.096565090064359538 0.066763643735612277 0.27177138726028993 0.15282707507139992 0.052423358327359781 0.049484960523841326 0.55756839015566695 0.051744736862019636 0.10646444400481403 0.403692862582825 0.35728471842594445 0.18982803213293664
leaf_count=118 167 28 73 823 99 26 53 55 46 26 254 281 148 185 44 11 32 1 42 38 411 108 115 84 385 7 79 105 46 20
internal_value=0 -3.60555e-05 -6.47556e-05 -1.95277e-05 -0.000233339 -0.000186279 0.00114225 -0.0003051 -0.00024575 -0.000185021 -0.000318687 -0.000225974 -0.000146151 -0.000772037 -0.00104064 -0.000691062 -0.00101482 -0.000530226 -0.00125213 -0.00211125 -0.00286872 0.00128422 0.000226683 0.000331383 0.000437099 0.000548742 -0.00135547 0.00074847 0.00035659 0.00117088
internal_weight=0 5.7118 5.66378 5.54789 3.81307 3.75597 0.30835 3.44762 3.38151 3.31671 3.09772 2.99692 2.92175 1.09073 1.019 0.877545 0.784906 0.635561 0.454665 0.3581 0.291336 0.180896 1.83103 1.77861 1.72912 1.66658 0.158209 1.50837 1.10468 0.547113
internal_count=3910 3743 3625 3552 2729 2630 81 2549 2494 2468 2442 2188 1907 918 872 828 817 632 492 450 412 140 989 874 790 642 86 556 451 66
is_linear=0
shrinkage=0.00331719


Tree=598
num_leaves=31
num_cat=0
split_feature=1373 1213 475 1456 151 453 4 11 403 2 129 1372 156 4 1456 15 48 52 1374 0 14 3 150 16 0 160 150 1 475 3
split_gain=0.0453638 0.0447318 0.0466715 0.0464183 0.0543241 0.0484982 0.0570445 0.053907 0.04909 0.0643786 0.0580409 0.0500009 0.0512445 0.0631304 0.0810827 0.0558687 0.0768222 0.071591 0.0611111 0.0866634 0.0776971 0.0746904 0.0740755 0.0865812 0.0589503 0.0597585 0.0631491 0.0585461 0.05019 0.0582367
threshold=0.11103 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 0.51224500000000017 0.088315000000000018 -1.0000000180025095e-35 0.091250000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11896500000000002 0.27020000000000005 1.0000000180025095e-35 -0.11739999999999999 0.092755000000000018 -0.42985499999999993 -0.094679999999999986 -0.230625 0.077685000000000018 0.094625000000000015 0.08882000000000001 0.0072950000000000003 -0.19631499999999999 0.10150000000000002 0.085075000000000026 0.10386500000000001 -0.081814999999999985 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 9 -5 -10 -12 13 15 -15 -13 17 -17 21 -20 22 -19 24 -24 -21 26 27 28 -26 -30
right_child=-2 3 -4 5 -6 -7 -8 -9 10 -11 11 12 -14 14 -16 16 -18 18 19 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0039029433192665428 -0.0034987631616811435 0.0010522497639811786 -0.0030276288560868048 -0.0037582685413463175 -0.0038987579253777702 -0.0026666792341058375 0.0038990920492864897 -0.0018396402719399632 -0.0039013079697956319 0.00062259172968755054 -0.0035962092009464478 -0.0015230998381520846 -0.0026367680143802074 0.0027329271566001335 -0.0033936599795516605 -0.0039012937344590154 0.0016895818208510481 -0.0039683355694549536 0.0038359948141565899 0.0031110588960847831 -0.0039185570682277043 0.00028113651583886004 -0.0032491734002265201 0.003701693723017764 0.0025336822346022784 -0.0028401339374330816 0.0037016085155023699 0.0016686837957374933 0.00044992780390806737 -0.0010001690671943612
leaf_weight=0.016649805940687656 0.057955431366281007 0.051842099150235299 0.1239169728401065 0.10809439584681957 0.094502447319427918 0.095731630892259889 0.059802536585266242 0.21159247808736825 0.050437978705303865 0.095386605198655161 0.049461339106983249 0.24931420790653502 0.086142426061087352 0.28822705758466316 0.036797288805246353 0.064641136672435429 0.5728142815250975 0.11237583830006892 0.10591599096369453 0.12622098653810176 0.065795044964033766 0.14071631617844105 0.15297197850031796 0.032890395810682094 0.11910907961419503 0.083679811620640865 0.089654304196301271 0.43411621786981403 1.1654720138549253 0.65262031894053185
leaf_count=4 19 40 588 405 292 49 165 132 48 159 50 148 79 199 7 146 164 33 13 12 42 11 91 18 104 101 32 101 539 119
internal_value=0 -4.22332e-05 -0.00220672 1.41487e-05 -0.00214488 7.43321e-05 0.000125242 8.09415e-05 0.000164167 -0.00170464 0.000245432 0.000290616 0.000332596 0.000389522 0.00203931 0.000260879 0.000374371 0.000149227 0.000229016 0.000382344 0.00025718 -0.00160568 0.000353353 -0.00201914 0.000518452 0.000389852 0.000499681 0.000378623 8.95272e-05 -7.05973e-05
internal_weight=0 5.53689 0.140567 5.39633 0.146345 5.24998 5.15425 5.09445 4.88286 0.203481 4.67937 4.62894 4.57947 4.49333 0.325024 4.16831 3.91899 3.34618 3.28154 3.02845 2.92253 0.253092 2.85674 0.185862 2.67087 2.54465 2.46097 2.37132 1.9372 1.81809
internal_count=3910 3891 592 3299 332 2967 2918 2753 2621 564 2057 2009 1959 1880 206 1674 1526 1362 1216 1172 1159 44 1117 109 1008 996 895 863 762 658
is_linear=0
shrinkage=0.00388662


Tree=599
num_leaves=31
num_cat=0
split_feature=158 31 1338 4 1348 52 52 52 0 4 52 47 1 151 2 403 133 0 4 16 52 39 52 12 2 15 15 101 1212 42
split_gain=0.0418962 0.0453686 0.0451271 0.0481601 0.0472329 0.0572506 0.0556812 0.0698788 0.0652173 0.111441 0.130361 0.0984918 0.070647 0.0961509 0.100596 0.0892003 0.0844813 0.0822793 0.126261 0.132251 0.0569924 0.0555121 0.070927 0.0776923 0.0826882 0.101199 0.129236 0.0796886 0.0821488 0.0717034
threshold=0.11034000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.51224500000000017 0.088030000000000011 0.18936500000000003 0.14114500000000005 0.11588000000000002 -0.017269999999999997 -0.49837999999999999 0.10433000000000002 0.13206500000000002 1.0000000180025095e-35 -0.083919999999999981 0.10393500000000001 -1.0000000180025095e-35 -0.10870499999999998 -0.084074999999999997 0.15927500000000003 -0.014099999999999998 -0.089799999999999977 0.005105000000000001 0.06136500000000001 0.097345000000000015 1.0000000180025095e-35 0.035895000000000003 -0.015439999999999997 -0.041339999999999995 -0.50114499999999984 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 11 10 -10 12 13 -3 15 -15 -17 18 19 -18 -21 22 23 24 27 26 -26 -14 -29 -25
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 21 14 -16 16 17 -19 -20 20 -22 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=0.0032172242441436383 -0.0026680030100338266 -0.0032103812372911698 -0.0032140798051646909 0.0028677196228206652 0.0027236552307713714 -0.0015119528582112709 0.0016539832901239868 -0.0022290668110262475 -0.0025894609034434516 0.0018094156267333757 0.0023566831358525298 -0.0029716854096767365 0.00099522048675507462 -0.0031924817650748494 -0.0032073293764820821 -0.0031989616224089279 -0.0032336255816481263 0.0014525396928471179 0.0022396999559126623 -0.0031946971734200121 0.0020250290616221911 0.0016533555801276499 0.0026199640567993437 -0.0032414644077173116 -8.269417877534585e-05 -0.0026696021262791626 0.0027885992756194705 0.0027608528717155112 -0.0026048035410909513 0.0018690738248910029
leaf_weight=0.043379461719268764 0.061918858043099934 0.13708769141794697 0.045623121182870707 0.057692558077178435 0.061176769691883126 0.27425203929578845 0.19512427635436314 0.14950491851232062 0.15647223691757972 0.45608048233407394 0.082851865794509649 0.12399352958163934 0.10525109354057449 0.085429081612801827 0.11558430261538877 0.068632206022812614 0.19129533211298555 0.43888964184225054 0.12390321545535699 0.026837054433144658 0.10241586872689368 0.25218603512985271 0.10576124032013456 0.030860096398100723 0.95856392892892461 0.1211050828842416 0.19112996374315105 0.031710563045636353 0.34016479528236154 0.29186588097763877
leaf_count=110 167 188 23 126 47 435 43 79 129 172 5 42 9 509 203 163 152 166 13 57 59 148 29 13 205 54 49 10 380 125
internal_value=0 -3.02284e-05 -5.67011e-05 -2.93974e-05 -6.14284e-05 -9.44678e-05 -1.48503e-05 -8.43169e-05 -1.3659e-05 0.000884832 -0.00087715 -0.000176258 -8.30489e-05 -0.000686016 -0.000385874 -7.15157e-05 0.000208557 0.000473308 -0.000493671 -0.00155021 0.000941246 0.000237248 7.31599e-05 -5.69214e-05 -0.000322297 0.000102624 0.000394642 -0.00145405 -0.00214726 0.00138039
internal_weight=0 5.36482 5.32144 5.27582 5.21813 5.15695 4.8827 4.68758 4.53807 0.695405 0.239324 3.84267 3.71867 1.29007 1.15299 1.0374 0.951973 0.883341 0.444451 0.320548 0.129253 2.4286 2.17641 2.07065 1.74793 1.2708 1.14969 0.477126 0.371875 0.322726
internal_count=3910 3743 3633 3610 3484 3437 3002 2959 2880 306 134 2574 2532 1510 1322 1119 610 447 281 268 116 1022 874 845 707 308 254 399 390 138
is_linear=0
shrinkage=0.00318838


Tree=600
num_leaves=31
num_cat=0
split_feature=1425 15 50 483 15 2 3 39 42 156 42 394 1374 158 33 9 2 1365 146 452 42 12 1 0 2 50 3 133 2 48
split_gain=0.04088 0.0540876 0.0815317 0.0493977 0.0508565 0.062745 0.0542205 0.0468227 0.0549064 0.0544612 0.052053 0.0548617 0.0493127 0.0478343 0.0497021 0.070194 0.0496123 0.0479012 0.0468472 0.0445866 0.044312 0.0424264 0.0633403 0.0625792 0.0466771 0.0601735 0.0518214 0.0493481 0.066324 0.0676148
threshold=1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.088030000000000011 -0.19153499999999998 -0.13811499999999996 0.30601500000000009 0.16168500000000002 -0.11403999999999999 0.10477500000000002 -0.10298999999999998 -0.08786999999999999 0.084750000000000006 0.085745000000000002 -0.007134999999999999 0.091370000000000021 -0.048654999999999997 0.087320000000000009 0.089495000000000005 0.085195000000000007 -0.22309499999999996 0.10700500000000002 0.13084000000000004 0.18055000000000002 0.11542500000000001 0.10119500000000002 0.12991000000000003 0.093845000000000026 0.11260500000000001 0.09227500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 -3 -6 7 8 -7 10 -10 -12 13 14 -13 16 -16 18 21 -15 -1 24 23 -23 25 26 27 28 29 -18
right_child=-2 3 -4 -5 5 6 -8 -9 9 -11 11 12 -14 19 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002706161191881256 -0.003664247617947077 -0.0021429028085100956 -0.0020359590273404497 -0.0023479031076453724 0.003162870128741768 -0.0023023075069249677 0.0035973049544214953 0.0029510348774596279 0.002826253189799358 -0.0036029971644135008 -0.0036034040177496461 -0.0034427196067385981 -0.0024641452347885315 -0.002693693870007923 -0.0033791226269841703 0.0038590010903292219 0.00018312572931671576 -0.0036200070871803855 -0.0036212546579747354 0.0023417436904756067 0.0031219151816964511 -0.0036271047717426575 0.0021692350097304151 0.0034082863476353124 0.0017796634860516873 -0.0035372761870670977 0.0023302000945980205 -0.0012953947018798234 -0.0024190866794739879 0.0018018584892436509
leaf_weight=0.018452379386872053 0.040385172098012734 0.14726934812369918 0.063674116139736725 0.12549619879700902 0.079497956428895011 0.14654230064979845 0.051810532640956697 0.064048879852634744 0.081206781173022935 0.055433428718515532 0.056093100449288502 0.049896449201697446 0.10439814944038506 0.13713796489264485 0.05211325775599096 0.06515833782032121 2.13964807639764 0.042957989164278731 0.041019355383468681 0.027161275138496421 0.19006925062967628 0.11898517165445799 0.046850820755935274 0.018887832935433835 0.26384392766885856 0.054377096354528365 0.15016883774660517 0.26985443354033112 0.10952537583398214 0.39393732857024577
leaf_count=2 94 115 22 282 53 191 65 23 33 111 93 29 75 256 25 2 1140 17 10 7 274 145 13 3 124 238 17 324 26 101
internal_value=0 -3.75903e-05 0.00152026 -0.000124247 -6.57171e-05 4.88356e-07 -5.48738e-05 -9.70238e-05 -0.00014114 -6.71212e-05 -2.07098e-05 -7.65263e-05 -2.8108e-05 3.57665e-05 0.000117417 0.00016457 9.95475e-05 0.000149214 0.000194103 -0.00186126 0.00260618 0.000237989 -0.00143764 -0.0026633 0.000329529 0.0002068 0.000273265 0.000167226 0.000316556 0.000434816
internal_weight=0 5.16552 0.272196 4.89332 4.76782 4.62055 4.54106 4.48925 4.4252 4.27865 4.22322 4.14201 4.08592 3.98152 3.81722 3.76733 3.70217 3.65006 3.6071 0.164299 0.208522 3.56608 0.184724 0.137873 3.38136 3.11751 3.06313 2.91297 2.64311 2.53359
internal_count=3910 3816 298 3518 3236 3121 3068 3003 2980 2789 2678 2645 2552 2477 2214 2185 2183 2158 2141 263 276 2131 161 148 1970 1846 1608 1591 1267 1241
is_linear=0
shrinkage=0.00359063


Tree=601
num_leaves=31
num_cat=0
split_feature=455 1456 151 42 42 376 1456 1373 1 47 41 3 133 457 43 52 3 1366 47 1375 43 132 12 394 0 39 124 16 52 16
split_gain=0.0390571 0.0391328 0.044322 0.0402449 0.0682981 0.0585216 0.054286 0.0525838 0.0527139 0.0722607 0.0521692 0.0498682 0.0449204 0.0617739 0.0828367 0.0600235 0.0548706 0.0462851 0.0485864 0.0473361 0.042889 0.0486981 0.0421695 0.0414327 0.0536158 0.0545489 0.0409049 0.0404539 0.0614181 0.0961599
threshold=0.10340500000000001 -1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.082904999999999993 1.0000000180025095e-35 0.075285000000000005 0.11103 0.12811000000000003 0.10933000000000002 0.083565000000000014 -0.15121499999999996 0.093845000000000026 0.097740000000000007 0.12512500000000001 -0.42035499999999998 -0.15464999999999998 -0.081619999999999984 0.10436500000000001 0.030195000000000003 0.0016850000000000001 0.087875000000000023 0.10700500000000002 -0.50967499999999988 -0.10462499999999998 0.18016500000000005 -0.073304999999999995 -0.014099999999999998 0.084890000000000007 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 20 6 7 8 9 10 12 -11 15 14 -14 -5 -17 -18 19 22 21 23 27 -3 -25 26 -26 28 29 -19
right_child=-2 3 -4 5 -6 -7 -8 -9 -10 11 -12 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00074877885305451371 -0.002928000548460508 0.0027446787888828227 -0.0033931235051318461 -0.0028829885249809189 -0.0024741997588313956 0.0022004752364105365 -0.002707801937817255 -0.0034140576161684343 0.0016325659132821384 0.0015375125096454361 -0.0025720405076211468 -0.0029020367038710129 -0.0030213376406980144 0.0033649713689816009 0.0011694016015065889 0.0023625771619947555 -0.0029087594780886055 0.00085874002936355194 0.0029875885207904158 0.0028356178964414882 0.0017351073504537954 0.0014588445624719652 -0.0023973687634507557 0.0010253361428785479 7.1056574987817997e-05 0.0034505184737414528 -0.0031535520065102823 0.00092338352590165009 -0.001309889223552225 -0.0011885971104979038
leaf_weight=0.046640046997708851 0.053712892498879117 0.029740194499026984 0.080849255517477903 0.063651737272269027 0.18492292374412489 0.15451901048436401 0.078503126647319621 0.047217856808856484 0.26551052521244844 0.036214153631590307 0.076933961697250086 0.14472102295621869 0.16356164965736741 0.031954910184140317 0.08061208017898025 0.16033911451268279 0.049710293880711354 0.9960906952474069 0.079760582433664129 0.082121074581664177 0.11481050676047744 0.10831767437412054 0.068284415048765257 0.081145233272764017 0.057041732805373613 0.019035829231142998 0.21398278053811737 0.80167012166702267 0.3296058598593844 0.35668365706987992
leaf_count=41 31 4 327 175 475 166 263 16 223 9 78 95 290 4 11 72 28 288 20 31 63 105 49 33 24 1 312 346 247 83
internal_value=0 -2.73218e-05 -0.00187787 2.10566e-05 -0.000668173 0.000158134 7.74876e-05 0.000134508 0.000178748 6.91477e-05 0.000181934 -0.00201346 0.000246846 -0.00105885 -0.0016378 0.000367512 0.000438265 0.000326633 0.000385888 0.000307119 -0.000133019 -0.000554177 0.000225765 -0.00109801 -0.00140587 -0.00208601 -0.00247488 0.000297873 -1.88646e-07 0.000318922
internal_weight=0 5.00415 0.127489 4.87666 0.808997 4.06767 3.91315 3.83464 3.78743 3.52192 3.34098 0.180935 3.26405 0.276129 0.244174 2.98792 2.92427 2.76393 2.71422 2.63446 0.624074 0.509263 2.55233 0.400946 0.371206 0.29006 0.271025 2.48405 1.68238 1.35277
internal_count=3910 3879 368 3511 1017 2494 2328 2065 2049 1826 1722 104 1644 305 301 1339 1164 1092 1064 1044 542 479 1013 374 370 337 336 964 618 371
is_linear=0
shrinkage=0.00338353


Tree=602
num_leaves=31
num_cat=0
split_feature=1 2 50 51 401 129 0 0 52 42 133 43 16 1212 1186 3 1 15 457 2 0 48 50 47 15 51 0 474 123 12
split_gain=0.153018 0.136906 0.117875 0.144317 0.139853 0.128496 0.131231 0.17632 0.163678 0.164998 0.150528 0.139775 0.147425 0.123732 0.117624 0.15104 0.243214 0.141268 0.151492 0.140689 0.137217 0.11498 0.158139 0.172254 0.275059 0.13646 0.121514 0.0962125 0.0955538 0.094388
threshold=0.10113500000000002 0.14808000000000002 0.088425000000000017 -0.10748999999999999 0.083100000000000021 0.093990000000000004 -0.077944999999999987 -0.081964999999999996 0.11401500000000002 0.093535000000000021 -1.0000000180025095e-35 -0.46376499999999993 -0.091624999999999984 -0.50114499999999984 0.085080000000000003 -0.084129999999999996 0.083065000000000014 -0.008624999999999999 -0.066264999999999991 -1.0000000180025095e-35 -0.089539999999999995 0.12862000000000004 0.11843500000000001 0.087850000000000025 0.035895000000000003 0.12900500000000004 -0.10303999999999998 -1.0000000180025095e-35 0.11662000000000002 0.091990000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 3 -1 5 6 7 14 9 -8 -10 -11 -13 -4 15 16 -5 18 -17 -19 -20 22 23 24 27 -23 -26 -2 -15 -21
right_child=1 -3 13 4 -6 -7 8 -9 10 11 -12 12 -14 28 -16 17 -18 19 20 29 -22 25 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010333512637799005 -0.0006088787309961051 0.00099725083758185856 0.00091410786638637762 -0.0011384108437442401 -0.0011526329506116068 -0.0012786591776826567 0.00060460100139273117 -0.0012734029527953739 0.0012133697269124451 0.001278246150966547 -0.0011258422601522257 0.0003481759248664923 -0.0012643796096558711 -0.0012738806087539221 0.00085433272201189121 -0.0012912992634124812 0.00062719226585586764 -0.0012749811283297777 -1.5821367507675103e-05 0.00068913335181135954 -0.001286698754771216 -0.001078798123389565 -0.0011053858683606321 -0.00015535573196496152 0.00029972894281950842 0.00023987111096988043 -0.001024536012443277 0.00090440050541952641 0.0012849022860902315 -0.00036919368165558942
leaf_weight=0.27031136065852468 0.071816054027295961 0.28524887473031402 0.057176224829163402 0.49964739994720675 0.19274843521270657 0.13544574754632766 1.3134044509788521 0.21583526803442499 0.055070239905035123 0.076650930568575859 0.22525531952123845 0.15498903593106661 0.22158825582300767 0.33468809896658047 0.19882847539702186 0.19083187729120332 0.16760182483267272 0.077827728528063744 1.8658004534117938 0.76062876602009033 0.14746463826304523 0.27506259863730509 0.14580353953351721 1.0360315232683204 0.22758911398705095 0.23331224685534835 0.21844677461194795 1.1469395317471938 0.025247463025152683 0.16495796811796026
leaf_count=225 37 139 9 426 225 107 203 236 7 3 98 14 88 545 40 57 62 21 255 194 81 40 50 161 19 36 42 463 2 25
internal_value=0 0.00015371 -0.000164249 -0.000124863 -8.80155e-05 -5.63084e-05 -3.01795e-05 -0.000156269 0.000234042 0.000376907 -0.000666302 -0.000282925 -0.000600695 -0.000819078 -9.70787e-05 -0.000145899 -0.000694921 -3.16877e-05 -0.000211281 0.000362806 -0.000108909 8.19908e-05 0.000181215 0.000250672 0.000503351 -0.000473611 -0.000348832 0.000815229 -0.0010944 0.000500518
internal_weight=0 3.64025 7.352 6.93489 6.66458 6.47183 6.33638 4.28942 2.04696 1.76663 0.280326 0.453228 0.376577 0.417112 4.07359 3.87476 0.667249 3.20751 2.2041 1.00341 2.01327 3.355 2.84663 2.70082 1.66479 0.508375 0.446036 1.21876 0.359936 0.925587
internal_count=3910 987 2923 2367 2142 1917 1810 1397 413 308 105 105 102 556 1161 1121 488 633 393 240 336 848 772 722 561 76 61 500 547 219
is_linear=0
shrinkage=0.00126831


Tree=603
num_leaves=31
num_cat=0
split_feature=39 51 13 122 402 3 48 52 51 51 454 4 14 47 158 1213 475 129 129 130 130 157 42 1 43 4 0 52 483 13
split_gain=0.0382441 0.0536391 0.0553325 0.0645948 0.0680958 0.0505178 0.0564691 0.0705721 0.0636589 0.0739238 0.0563174 0.0579072 0.0698889 0.0907792 0.0516542 0.0483892 0.0471762 0.0424033 0.0462533 0.0592245 0.0841838 0.060943 0.0609897 0.073492 0.0499411 0.0889069 0.0665667 0.0710637 0.0581142 0.0578898
threshold=0.005105000000000001 -0.40274499999999996 -0.093439999999999981 1.0000000180025095e-35 0.084450000000000011 0.31335500000000011 0.12649500000000002 0.024145000000000003 0.13474500000000003 0.11893500000000001 -1.0000000180025095e-35 0.28937500000000005 -0.46879999999999994 0.10976000000000001 0.085745000000000002 -1.0000000180025095e-35 -0.086004999999999984 0.093990000000000004 0.092795000000000016 -0.084569999999999992 -0.081969999999999987 -0.084354999999999986 -1.0000000180025095e-35 0.081005000000000008 -0.49922499999999997 -0.51381999999999983 -0.070894999999999986 0.11401500000000002 0.083960000000000021 -0.089189999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 8 -8 9 10 -1 14 -13 -14 15 16 -12 18 19 -17 -21 -22 23 -23 -24 -26 28 29 -27 -28
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 -16 17 -18 -19 -20 20 21 22 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0029595891811147854 -0.0033342576738340504 -0.0011816917881812988 0.0022920485537725665 -0.0030583820661990004 -0.0033270542545507636 0.0026354347674897604 -0.0031670909606168664 0.00047807589861306412 -0.0031290905490556696 0.0030720529379892375 0.0033285743824579585 -0.0018198167293905631 0.0028835163343408315 -0.002343466809732948 -0.0022273447597451141 -0.0020456791122911763 -0.0033219713778020101 -0.0033323541255979435 0.0030056577189514246 0.0031427913949402917 -0.0033317313153281417 -0.0033310648295824465 0.0026866047444472048 0.00019297244474633123 -0.0033636931294587094 6.6083969122121097e-06 0.0033178104328820588 -0.001817535274020338 -0.0030360684390536019 0.00089552166364164352
leaf_weight=0.075333641087127368 0.032996217862091726 0.10062781022315903 0.36299868830610638 0.030902464772225358 0.025391632263563224 0.070098238077662134 0.15008478572963202 0.095716407535292092 0.075485428815681987 0.081534384753922384 0.013622666243463755 0.064914943708572537 0.22139984210662067 0.043793577351607382 0.13151434173141741 0.1557170486985372 0.084781338350241486 0.042519010594332829 0.055449524719733634 0.093958935001868471 0.060856358166351376 0.12590515886632125 0.084200831639468787 0.13487463175806624 0.079464046650176701 1.8030416362721586 0.15106546499373508 0.07767965213770367 0.07182512520466855 0.38589156511350098
leaf_count=59 20 65 338 14 22 123 62 26 115 35 4 18 135 8 282 78 504 78 7 19 194 334 12 111 28 758 22 26 148 265
internal_value=0 0.000767006 0.00102729 0.00155743 0.00192469 -0.000158243 -0.000203152 -0.00174764 -0.000110891 -5.44884e-05 -0.000118898 -6.37786e-05 0.00126518 0.00202034 -0.000187274 -0.000108844 -0.0024013 -4.09463e-05 1.72154e-06 -4.99354e-05 5.13338e-05 -4.63096e-05 2.23048e-05 -0.00150844 0.000172762 9.03678e-05 0.00020062 0.00114799 -0.000109955 0.001577
internal_weight=0 0.552917 0.519921 0.419293 0.38839 4.43073 4.36063 0.245801 4.11483 4.03934 3.95781 3.88248 0.330108 0.265193 3.55237 3.42085 0.098404 3.32245 3.27993 3.22448 3.06876 2.9748 2.91395 0.26078 2.65317 2.56897 2.4895 0.614637 1.87487 0.536957
internal_count=3910 459 439 374 360 3451 3328 88 3240 3125 3090 3031 161 143 2870 2588 508 2080 2002 1995 1917 1898 1704 445 1259 1247 1219 313 906 287
is_linear=0
shrinkage=0.00331719


Tree=604
num_leaves=31
num_cat=0
split_feature=1425 15 50 480 15 3 1374 2 483 401 156 1211 146 1 133 12 33 9 3 15 151 151 1374 150 13 160 12 43 52 131
split_gain=0.0361613 0.048915 0.0618984 0.0450378 0.0402138 0.0479633 0.0450248 0.0474968 0.0416623 0.0424734 0.0424489 0.040038 0.0407423 0.0409845 0.0498956 0.0462824 0.0418 0.0728713 0.0428812 0.0478372 0.0635571 0.0743943 0.0912608 0.0675505 0.0672486 0.066139 0.0658328 0.0486022 0.0807406 0.0724618
threshold=1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08456000000000001 -0.19153499999999998 0.31335500000000011 0.087785000000000016 -0.14847999999999997 0.086245000000000002 0.10072000000000002 0.10691500000000002 0.082530000000000006 0.089495000000000005 0.10031000000000002 -0.26719999999999994 -0.099039999999999975 -0.007134999999999999 0.091370000000000021 0.10420500000000001 0.14395500000000003 0.056555000000000001 0.032230000000000009 -0.094679999999999986 0.090145000000000017 -0.091229999999999992 0.087260000000000018 0.10129000000000001 -0.17307499999999998 0.093400000000000011 0.078940000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6 9 10 11 12 13 15 -15 -9 -17 18 19 20 21 22 -18 25 -22 26 27 -24 29 -29
right_child=-2 3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021120328462171114 -0.0029996952402411734 -0.001639795233463975 -0.0014332026749910988 -0.002950347111411354 0.0026942845323733844 0.0029507874153938355 -0.0020297315244515216 -0.0029622016133334381 -0.0021566928099123806 -0.0029503717020777621 -0.0029532978250040266 -0.0028612228448032786 -0.0029680080456317083 -0.0029600744628332236 0.00076205805503262074 -0.0028252686003649714 -0.0030170686121735691 0.0031453583762012186 0.001179177184171597 0.001874806927274406 0.00079965332355364362 0.0030887214819139541 0.0015412278435832669 0.0018664991219433814 -0.0026182282663038269 -0.0018688651768101201 -0.0029733218581738099 0.00032301098505805535 -0.0021064082607316808 -0.0029594640512650185
leaf_weight=0.18171105573219382 0.035710524161004176 0.13601588523647379 0.05586665302325855 0.047353209979064448 0.056018956165643341 0.046854692125634645 0.096996559368562774 0.046624438393338852 0.07886648887551917 0.041765768478853604 0.040816400491621496 0.040136828487447818 0.037307819497072958 0.032296179966579075 0.96248488502897078 0.044846879871331402 0.092621588290062618 0.064118099398910888 0.23268540392018611 0.098085936735515022 0.069824511534534395 0.063065746413485502 0.18372006570280452 0.1512538268470961 0.17544936419290014 0.18167669820013532 0.062217333271291753 1.2451661180061759 0.15090929965799649 0.06121938853902964
leaf_count=276 94 114 22 254 39 66 81 29 173 176 96 197 12 21 405 26 35 3 32 30 11 4 56 51 55 207 166 734 289 156
internal_value=0 -2.45375e-05 0.00127837 -9.27124e-05 -6.25951e-05 -1.33588e-05 -4.55812e-05 9.83102e-08 -3.62067e-05 4.79955e-06 3.53766e-05 6.59061e-05 9.56074e-05 0.000124778 0.000641217 -5.09524e-05 -3.77059e-06 4.09098e-05 -3.10046e-05 -0.000142077 -0.00022325 -6.41266e-05 -0.00015753 -2.74549e-05 -0.00164523 -0.000179435 7.69997e-07 0.00011353 -6.64593e-05 0.000169189
internal_weight=0 4.77798 0.237578 4.5404 4.49305 4.35703 4.31017 4.21318 4.15716 4.07829 4.03653 3.99571 3.95557 3.91827 0.994781 2.92348 2.87686 2.83201 2.7679 2.53521 2.43712 2.19185 2.12878 2.03616 0.245274 1.88491 1.70323 1.64101 1.45729 1.30639
internal_count=3910 3816 298 3518 3264 3150 3084 3003 2964 2791 2615 2519 2322 2310 426 1884 1855 1829 1826 1794 1764 1698 1694 1659 66 1608 1401 1235 1179 890
is_linear=0
shrinkage=0.00294557


Tree=605
num_leaves=31
num_cat=0
split_feature=9 30 1446 1213 455 1 12 147 0 129 2 15 159 403 484 457 15 160 48 151 4 151 49 49 49 43 457 34 4 3
split_gain=0.0362248 0.0370789 0.0335217 0.0336733 0.034478 0.0366414 0.0496094 0.0492692 0.0422314 0.0400231 0.0410065 0.08632 0.0727262 0.0522806 0.0501793 0.0435638 0.0488226 0.0670558 0.0456418 0.064598 0.0728242 0.0910204 0.0611854 0.0934755 0.0924891 0.0557842 0.0537339 0.0427023 0.0518638 0.0527814
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.11539000000000001 -1.0000000180025095e-35 0.10340500000000001 0.12811000000000003 0.11655500000000001 -1.0000000180025095e-35 -0.024394999999999997 0.097310000000000021 0.10274500000000002 -0.11739999999999999 0.10392000000000001 -0.084084999999999979 -0.0043499999999999988 -0.066264999999999991 -0.106555 -0.096329999999999985 0.096390000000000017 -0.10030999999999998 0.15927500000000003 0.056555000000000001 -0.086904999999999996 -0.047309999999999998 -0.006494999999999999 0.098320000000000005 0.084715000000000013 -1.0000000180025095e-35 -0.52333999999999992 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -8 10 11 -9 13 -13 -15 -16 -17 -18 19 -19 21 22 -21 26 -25 27 -24 -26 -29 -30
right_child=1 2 -4 4 -6 -7 8 9 -10 -11 -12 12 -14 14 15 16 17 18 -20 20 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.0030432906227652874 -0.0033539975231196041 -0.0018388572375940143 -0.0033323094931120593 -0.0033391695111090833 -0.0028186360200705427 0.0010383035343509521 -0.0031926940934207415 -0.0022663669328710605 0.00062939120574310927 -0.0032040346859090701 0.00067136481786797466 -0.0033201328369670143 -0.003329987594620496 -0.0023741742531553701 -0.0020146754818167875 0.0023211031521545751 -0.0021573758622800625 -0.003283961429601323 0.0023019056810175032 -0.0030239761857998341 0.0027351514473318698 -0.0024854567640957156 0.00042330316484296104 -0.0033845707793672668 -0.0022864283326115148 -0.002169088964908254 0.0032565751785589153 -0.0033433812159343497 0.00012353559795626241 0.0016704769058138863
leaf_weight=0.041279594032857747 0.037707482115365454 0.11008836337396122 0.034006428101747477 0.047260688350434399 0.046643194276839384 0.37627081599930523 0.097803605026001605 0.18958498539814206 0.047144865196969366 0.04068277430405931 1.0224738085107672 0.047019211922817994 0.068079941059750015 0.079934928766763558 0.08638568958486148 0.13488194772617346 0.11892103861510284 0.054507557011679419 0.13065312481194258 0.055008479634129581 0.13402142494305724 0.12882183255351254 0.12003731360892267 0.077421285022869379 0.054532521506193476 0.088484867378610832 0.19063117931364104 0.033296600061477721 0.50504126334908672 0.46723772605124458
leaf_count=121 4 591 55 30 31 254 89 188 19 88 631 336 161 277 87 17 193 52 29 27 28 33 35 22 36 88 23 11 241 113
internal_value=0 -7.80087e-05 -5.10777e-05 -2.65694e-05 1.83375e-05 4.84379e-05 -4.42163e-05 2.70563e-05 -0.00194955 6.86196e-05 0.000103777 -0.00010615 5.29017e-05 0.000144773 0.000211005 0.000297835 0.000384937 0.000263955 0.000405126 0.000275312 0.000379925 0.000196462 0.00041352 0.000536571 0.000124732 0.000361278 0.00216184 0.000572482 0.000727521 0.000866933
internal_weight=0 4.62458 4.58688 4.55287 4.44278 4.39614 4.01987 3.87492 0.144948 3.82766 3.78698 2.7645 2.57492 2.50684 2.45982 2.37988 2.2935 2.15862 2.0397 1.90904 1.85453 1.72051 1.59169 1.53668 1.22601 1.14859 0.310668 1.06011 1.00558 0.972279
internal_count=3910 3789 3785 3730 3139 3108 2854 2746 108 2716 2628 1997 1809 1648 1312 1035 948 931 738 709 657 629 596 569 511 489 58 401 365 354
is_linear=0
shrinkage=0.00331719


Tree=606
num_leaves=31
num_cat=0
split_feature=39 51 1 0 38 448 122 13 13 13 457 132 1375 52 0 132 131 0 42 42 150 150 3 42 1186 42 52 131 157 52
split_gain=0.0347414 0.0499446 0.0462645 0.0526849 0.0495812 0.0397824 0.0392358 0.0392218 0.0506854 0.0528919 0.048572 0.0749353 0.0678937 0.0449501 0.0643592 0.0444615 0.0427234 0.0444241 0.0421117 0.0545049 0.0417542 0.0663968 0.0410132 0.0405769 0.0578685 0.0583294 0.0492102 0.0792183 0.0476266 0.0573387
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 0.024745000000000003 0.13905500000000001 -0.080249999999999988 0.089350000000000013 -0.094679999999999986 -0.084184999999999996 -0.083924999999999986 0.081330000000000013 0.079995000000000011 -0.43271999999999994 0.11588000000000002 -0.084304999999999977 0.12847000000000003 0.11163000000000002 0.076335000000000014 -0.11145999999999999 -0.10298999999999998 0.09833500000000002 0.085285000000000014 0.15165000000000003 -0.090359999999999982 0.085080000000000003 -1.0000000180025095e-35 -0.015039999999999998 0.097135000000000013 -0.07637999999999999 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -4 -7 13 16 -10 11 18 -12 14 -1 -13 17 -9 -11 -20 21 -14 -15 -21 25 -25 27 28 29 -27
right_child=1 2 4 -5 -6 6 -8 8 9 10 12 15 20 22 -16 -17 -18 -19 19 23 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00012716952993461499 -0.0036083563916998506 -0.0025034357146696078 -0.0033170037188260753 0.0020387071594820698 -0.0036168478579221186 0.0029294378269274801 -0.0013272202502916299 -0.0034802062236184571 0.002717137719582546 -0.0035774229533187623 -0.00099782263599907718 0.0019015709302688776 0.001494639002038332 -0.0036271951007172194 0.0024606447731740726 -0.0035949220383666622 0.003517968849984877 0.0036360906912018781 0.0030596566954226002 -0.0036074129936368537 0.0030282221043300321 -0.0025007928696978645 0.0015100382532021782 -0.0033111820234254319 0.0018746588384720671 -0.0032331952681785301 -0.00023476585281310072 0.0023344713221758332 -0.0027041946403301236 0.001782263890534573
leaf_weight=0.49609722562399838 0.030587118547373393 0.080240135926942346 0.01604487287113443 0.055832249898230657 0.020160302985459566 0.26824686306554213 0.031161342049017549 0.13483655181744358 0.076165495773694469 0.067308031543918623 0.24710054698971362 0.20528265494249343 0.24935515754623327 0.058360247422569955 0.21994818426264817 0.020906121195366723 0.014793443158851005 0.012345237657427788 0.048764138105982346 0.06347226861407973 0.13354742669253028 0.06831578744458966 0.030510421953295008 0.11544554116381034 0.10708092964796367 0.047456742623580794 1.1015317024459728 0.060031321412679972 0.35828348542963873 0.077185570097753953
leaf_count=261 20 61 3 17 4 341 13 552 28 160 17 178 89 59 93 71 5 1 17 111 55 18 30 422 53 89 725 26 353 38
internal_value=0 0.000837985 0.00112631 -0.000639736 0.00184235 0.00219124 0.00248642 -0.000163687 -0.00034144 -0.000237403 -0.000313145 -0.000567628 0.000515096 0.000545014 0.000843945 0.00139354 -0.00229867 -0.00288331 -0.00078438 -0.000689397 0.00134361 0.000635413 -0.00186352 -0.000784099 -0.000688115 -0.000844044 -0.000670847 -0.00155555 -0.00203911 -0.000127339
internal_weight=0 0.502273 0.471686 0.136072 0.335613 0.315453 0.299408 4.01412 3.20921 3.04723 2.97107 2.27275 0.698319 0.804916 0.716045 0.226189 0.161975 0.147182 2.04656 1.97925 0.451218 0.317671 0.0888707 1.93049 1.86702 1.75993 1.64449 0.542957 0.482926 0.124642
internal_count=3910 459 439 78 361 357 354 3451 3008 2450 2422 2243 179 443 354 249 558 553 1994 1834 162 107 89 1817 1706 1653 1231 506 480 127
is_linear=0
shrinkage=0.00359063


Tree=607
num_leaves=31
num_cat=0
split_feature=472 101 101 1 51 0 15 3 15 47 48 44 1 0 457 14 160 9 50 132 1186 13 13 1213 12 129 484 49 2 42
split_gain=0.0324591 0.0322191 0.0525551 0.0348784 0.0516356 0.0631562 0.0711105 0.0668496 0.0493717 0.0729084 0.0881485 0.0736991 0.0655162 0.0660293 0.051406 0.0561139 0.048013 0.0467738 0.0462833 0.0445611 0.0437498 0.0434982 0.0520523 0.0561614 0.0517987 0.0475328 0.0496108 0.0379926 0.0377416 0.0530294
threshold=-1.0000000180025095e-35 -0.08175499999999998 -0.041339999999999995 0.094385000000000011 0.08955500000000001 -0.23029999999999998 -0.0063699999999999989 -0.13927999999999999 0.035895000000000003 0.096300000000000011 0.12862000000000004 0.086480000000000015 0.11026000000000001 -0.10303999999999998 0.53894500000000012 -0.46879999999999994 -0.51385999999999987 0.081505000000000008 0.11581000000000001 -1.0000000180025095e-35 0.091570000000000026 -0.5337599999999999 -0.45122499999999993 0.041025000000000006 0.10214500000000001 0.093990000000000004 0.088645000000000015 0.082865000000000008 0.086545000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 9 10 11 14 -10 -14 15 -5 -17 19 -18 -8 21 -21 -23 24 25 26 -24 -6 -9 -30
right_child=1 2 3 8 27 6 17 28 12 -11 -12 -13 13 -15 -16 16 18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0039697321700304915 -0.0040072331097384022 0.0037914208681607778 0.0019921502518479117 -0.0009530577180910353 -0.00296885390677593 0.0026678981747057613 -0.0039781672617725354 -0.0034537946027976014 -0.003173294316309101 -0.00043542626728706313 -0.0021336956166277438 -0.0034761678081076464 0.0036075887256483701 -0.0016741442831787682 -0.0036725645403198489 -0.0039905220152209398 0.0032359621111036504 -0.0039720503716722906 -0.001518589291355132 -0.0033984622254322823 -0.0039819172829485419 0.00400275741460762 0.0011602481089976148 -0.0039775630797474031 -0.0022922396158595068 -0.0039818458545150797 -0.003420955452231529 0.0018348383476699229 -0.0039755653379773877 -0.00065947662263913425
leaf_weight=0.033031624808700033 0.031696900026872643 0.056830166780855396 0.19519786838282005 0.070603195493276649 0.1728926520099775 0.060118615918327123 0.037639597176622686 0.14960773575307973 0.12984877096596381 0.5291734564516446 0.095817573099338915 0.037925386917777359 0.066854929551482201 0.083858134879847057 0.022692108585033566 0.016028312878915929 0.55994532163822452 0.04192359183798533 0.034139094328565989 0.04332429279747918 0.034987668008397921 0.06850195722654473 1.0210931380563564 0.043396626591857168 0.089075589532057964 0.031061761289492895 0.038552825521037337 0.030429953161956291 0.09080231093457769 0.45839465041308358
leaf_count=195 6 3 39 51 183 38 218 202 127 234 15 13 18 56 5 11 574 37 20 9 21 8 700 162 100 57 63 75 237 433
internal_value=0 -2.49727e-05 4.30901e-06 -4.62852e-05 -0.000331596 -0.000169329 -0.000360373 -0.0013435 0.000405359 0.000716399 0.00144448 0.00190696 -0.00110939 0.000668784 0.0021972 0.00239288 0.00278007 0.00015435 0.00296274 0.000277247 0.000394161 0.000508849 0.000639904 0.000451573 0.000614493 0.000851879 0.000993571 -0.00224992 -0.00168861 -0.00120775
internal_weight=0 4.34241 4.31072 4.25389 2.607 2.40368 2.20848 0.758923 1.64689 1.36632 0.837151 0.741333 0.280562 0.150713 0.703408 0.680716 0.610113 1.44956 0.594084 1.40763 1.36999 1.33501 1.29168 1.22318 1.17978 1.09071 1.05965 0.203323 0.698805 0.549197
internal_count=3910 3715 3709 3706 2582 2324 2285 910 1124 923 689 674 201 74 661 656 605 1375 594 1338 1120 1099 1090 1082 920 820 763 258 872 670
is_linear=0
shrinkage=0.00396435


Tree=608
num_leaves=31
num_cat=0
split_feature=1 484 12 40 51 4 47 50 48 403 51 0 4 4 52 16 3 3 15 2 3 4 0 43 133 16 0 52 2 48
split_gain=0.138558 0.152263 0.133181 0.134998 0.128764 0.122039 0.153781 0.191367 0.182378 0.097991 0.101328 0.197222 0.122191 0.11237 0.150341 0.116271 0.0956382 0.111966 0.136523 0.139656 0.107345 0.0986086 0.0969382 0.0918528 0.093713 0.106602 0.101166 0.0815922 0.0768308 0.0842482
threshold=0.094485000000000013 -0.0043499999999999988 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 -0.034289999999999994 0.13206500000000002 0.11515000000000002 0.11028500000000001 -1.0000000180025095e-35 0.08955500000000001 -0.23029999999999998 -0.076329999999999995 -0.49269499999999994 0.10433000000000002 -0.008069999999999999 -0.16059999999999997 -0.083604999999999985 0.091195000000000012 0.106285 -0.08348499999999999 -0.013929999999999998 -0.060094999999999989 -0.18906999999999999 0.10681500000000001 -0.083564999999999987 0.12500000000000003 -0.080899999999999986 0.12068000000000001 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 8 28 27 11 -11 13 14 -13 23 -14 22 20 21 -19 -20 -18 -15 25 26 -25 -3 29 -7
right_child=2 9 5 -5 -6 6 -8 -9 -10 10 -12 12 16 15 -16 -17 17 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001259437824127683 -0.0013850850969337409 2.5530334314480349e-06 -0.00052958067790578607 -0.0013865353942956859 0.00094407183548246326 0.00034490660950852771 -0.0010776830304725111 -0.0013820234524783868 -0.00037665765386944456 0.00094789719083913373 -0.00081464619148647341 -0.0011893146395324022 0.0010403956651463542 -0.0013979569505085223 0.00069806256896184785 0.00085969928433576328 -0.0012731363589642431 0.0013444032017332023 -0.00052968551477180689 -0.0013846982772915373 -0.0004956708837550362 0.0013754319564166467 0.00075082152318027898 0.00040236935044339107 0.0012898960844465925 -0.0012656847586950501 -0.0010747136719606591 -0.0012671350087169338 0.001372533704989058 0.001398404101321953
leaf_weight=0.23698479969425523 0.047697326081106439 0.15403507241353509 0.59795969603510535 0.05721305450424552 0.72037807431115686 1.0148901981592642 0.17081332730595011 0.12242539330327407 0.44394241328700434 0.35996994449669628 0.33037218592289708 0.23357507071341377 0.093120608013122719 0.076576931565796036 0.12062451649399009 0.49334343966620453 0.36257135474807001 0.062434943436528223 0.06659224091708893 0.058898715917166555 1.3913353528805628 0.22162966046016652 0.050857217371230834 0.61347146035041056 0.12168861825193744 0.10896698365832003 0.1019115331582725 0.25055565098773502 0.22268550957960531 0.16654778143856663
leaf_count=485 10 78 285 8 383 233 38 56 44 25 157 50 15 22 9 66 246 3 95 32 460 11 17 144 19 76 5 708 107 23
internal_value=0 -0.000182933 0.000164431 0.00064789 0.000799432 1.87741e-05 0.000171902 0.000280223 0.000390339 -0.000134547 -8.05903e-05 -2.7145e-05 -0.000111161 0.000149639 -0.000546558 0.000312304 -0.000322537 -0.000379854 -0.000231941 0.000541618 -0.000416645 0.000935264 -0.00102416 4.82224e-05 0.000165283 -7.29612e-07 0.000191948 -0.000783742 0.000632841 0.000493419
internal_weight=0 5.50952 3.56455 0.825288 0.768075 2.73926 2.1413 1.97049 1.84807 5.27253 4.86794 4.53757 4.1776 1.87016 0.3542 1.51596 2.30744 2.21432 1.80089 0.347121 1.45377 0.288222 0.413429 1.02262 0.946039 0.82435 0.715383 0.404591 1.40412 1.18144
internal_count=3910 2723 1187 401 393 786 501 463 407 2238 1452 1295 1270 391 59 332 879 864 601 138 463 106 263 266 244 225 149 786 363 256
is_linear=0
shrinkage=0.00137286


Tree=609
num_leaves=31
num_cat=0
split_feature=2 14 376 1 375 151 16 1213 475 50 15 155 1373 124 3 1455 49 12 148 1186 1186 52 43 133 159 2 483 3 4 52
split_gain=0.03319 0.0380192 0.0406344 0.0553735 0.0413684 0.0365742 0.0382255 0.0432917 0.042758 0.0364578 0.035981 0.0366725 0.035015 0.0331092 0.057363 0.0351649 0.0332736 0.0626775 0.0332102 0.0334749 0.0406693 0.0382429 0.0603292 0.0522943 0.0491597 0.0618672 0.0446558 0.047307 0.042176 0.0426565
threshold=0.16971500000000003 0.077685000000000018 0.048375000000000008 0.17169000000000004 0.090515000000000012 -0.52174999999999983 -0.54165499999999989 -1.0000000180025095e-35 -0.086004999999999984 0.14262000000000002 -0.46970499999999993 0.10222000000000002 0.11103 -0.37194499999999991 0.30601500000000009 -1.0000000180025095e-35 0.10513500000000002 0.088325000000000015 0.087970000000000007 0.091570000000000026 0.085080000000000003 0.084890000000000007 -0.50992999999999988 -0.26719999999999994 -0.46940999999999994 0.088210000000000025 -0.086419999999999983 -0.16409499999999996 -0.49269499999999994 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 8 -8 10 -9 12 13 -12 15 -15 18 -18 19 20 21 23 -23 -17 -24 -26 -25 -28 -27 -30
right_child=-2 -3 3 -5 -6 6 7 9 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 24 26 25 28 27 -29 29 -31
leaf_value=-0.0034598784902175506 0.0027487243515214891 -0.0023278345025166385 0.0025091826241019671 -0.0034784778220330399 -0.0024172325608739719 0.0021185287831891643 0.0034619450946387978 0.0034593917076862243 -0.0034554191653037671 -0.0031915866646716469 -0.0033959452032263568 -0.002877342832386753 -0.0034728102685988777 -0.0034586193496892342 0.0034572593978362499 -0.0033861126148239458 0.0021004826453834341 -0.0023364563880206475 -0.0033205929876924333 -0.0034093188370609389 0.0021035373088578229 0.0020578936109425855 0.0028305209452602984 -0.0034734592558065287 -0.0034451965567251141 -0.0034967202497762358 0.0028296305647184184 0.00016358485976637136 0.0011762301762863663 -0.0013992017395603091
leaf_weight=0.03853728991634886 0.050026859769786713 0.087681970472658466 0.18322738096958335 0.024971051840111613 0.02283237331721466 0.091875933734627657 0.012341533787548542 0.034679208140006579 0.077349324978969292 0.044228036550066352 0.033784661558460161 0.054694459198799339 0.034837540864827932 0.035063172637823992 0.057448014460533048 0.049544155214796493 0.19656407306229073 0.046986228831428889 0.037209355068625771 0.034746794281090732 0.10544840911279596 0.075045599696750287 0.033120850491741294 0.03881232542608648 0.14178125280659504 0.056763894277537474 0.082243853103142306 2.195533761625005 0.13722151310776098 0.17338806274392482
leaf_count=62 96 123 178 4 10 82 4 76 570 44 19 173 17 161 76 91 74 101 24 32 23 15 46 97 257 11 37 1111 134 162
internal_value=0 -7.88968e-05 -3.1384e-05 0.00137514 0.00196331 -0.000114295 -8.10719e-05 -0.00013441 -0.00250358 -7.69664e-05 -3.92765e-05 -7.27911e-05 -2.97701e-05 4.20248e-06 3.70522e-05 -2.0074e-05 1.53407e-05 0.0012445 -7.93683e-05 -4.07584e-05 -2.86576e-06 -7.73153e-05 -0.000842296 0.000122267 -0.00124365 -0.00150868 0.0001973 0.000259848 -0.000761319 -0.000261424
internal_weight=0 4.23796 4.15028 0.231031 0.20606 3.91925 3.88071 3.78884 0.0896909 3.69915 3.65492 3.62024 3.56554 3.53071 3.49692 3.43947 3.40441 0.24355 3.16086 3.12365 3.0889 2.98346 0.617321 2.36613 0.542276 0.509155 2.31659 2.27778 0.367373 0.31061
internal_count=3910 3814 3691 192 188 3499 3437 3355 574 2781 2737 2661 2488 2471 2452 2376 2215 175 2040 2016 1984 1961 625 1336 610 564 1245 1148 307 296
is_linear=0
shrinkage=0.00345121


Tree=610
num_leaves=31
num_cat=0
split_feature=1429 15 50 15 480 3 1374 455 401 1212 483 1365 1186 158 150 160 133 133 1 1373 16 42 14 123 12 158 12 1 47 51
split_gain=0.0313036 0.0349538 0.0433155 0.0428279 0.0385257 0.0364526 0.0367709 0.0354765 0.0363285 0.0564526 0.0378129 0.0362373 0.0364645 0.0359852 0.0382509 0.0413136 0.0814644 0.0525537 0.0477965 0.058427 0.0510728 0.0550267 0.0465853 0.0453355 0.0599024 0.0488716 0.0507457 0.0447852 0.0758567 0.0871532
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11843500000000001 -0.19153499999999998 0.08456000000000001 0.31335500000000011 0.087785000000000016 0.10340500000000001 0.085435000000000011 -0.5172699999999999 0.088030000000000011 0.087320000000000009 -1.0000000180025095e-35 0.11015500000000002 -0.20684999999999998 -0.10117499999999999 -0.011924999999999998 -0.26719999999999994 0.10420500000000001 -1.0000000180025095e-35 0.032820000000000009 0.095385000000000011 0.077685000000000018 1.0000000180025095e-35 -0.0089849999999999982 0.084965000000000027 0.10214500000000001 0.09112000000000002 0.09550500000000002 0.093005000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 10 -10 11 12 -5 14 -14 16 -16 -17 22 -20 -21 -22 23 24 -19 26 27 -26 29 -29
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 -15 15 17 -18 18 19 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0023294014324397082 0.0022673629652799451 -0.0023775723794158513 -0.0014996597947532278 -0.0035276389299707537 -0.003524888553332686 0.0035249964439080274 -0.0022938684670369856 -0.0033622600015591267 0.0029804967313525185 -0.0029011692413984844 -0.0025135873463127791 -0.0035403338286858067 0.0028631596006507523 -0.0029459503142609867 0.0020175962909096861 -0.0027832932123853867 -0.0032162679262546534 -0.0026744752105066502 -0.0021603240422749686 0.002265618821414231 -0.001416388974080793 0.0024704617845965112 -0.0035312179527867624 0.0025119505597369289 0.00074273835398006678 -0.0035367152169943367 -0.0017898559235149218 -0.0024219964309243024 0.0022998611852532067 0.0022490425594300359
leaf_weight=0.073017612354760675 0.16227298441526716 0.097996240355542219 0.049323000479489565 0.031769344396256449 0.038479040709262224 0.036320748971775063 0.085998004914472292 0.037692268386308458 0.025086653799917258 0.10428489670061925 0.065320456414610706 0.031959234718669793 0.070786537209646894 0.042783211583355185 0.055374907588884525 0.065327572950997115 0.11017330038158046 0.090465179409882412 0.057052717835176736 0.41145464650799102 0.11846949939535989 0.072915706841740757 0.041366049499629187 0.103728143308217 1.5316295892766709 0.041368145477917895 0.13122633649118132 0.23586966697348533 0.0866327092917345 0.062645996338687837
leaf_count=181 289 89 22 156 245 66 81 23 26 250 160 18 17 140 35 154 224 64 9 198 70 24 57 69 892 64 115 148 17 7
internal_value=0 -4.03493e-06 0.00138927 -7.99372e-05 -2.04684e-05 1.55128e-05 -1.88321e-05 3.51342e-05 7.08272e-05 -0.00176065 0.00013934 0.000190413 0.000225888 0.000261706 0.000303463 0.000247117 -0.00146557 0.000340074 0.000408433 0.00124457 0.00156681 6.44594e-05 0.00017111 0.000238176 0.000129978 0.000251405 0.000327922 0.000472909 -0.000600129 -0.00144174
internal_weight=0 4.09577 0.211596 3.88418 3.78618 3.7477 3.71138 3.62538 3.58769 0.129372 3.45832 3.393 3.36104 3.32927 3.28649 3.2157 0.165548 3.05015 2.98482 0.659893 0.60284 0.191385 2.32493 2.28357 2.17984 2.08937 2.048 1.91678 0.385148 0.298516
internal_count=3910 3729 311 3418 3329 3084 3018 2937 2914 276 2638 2478 2460 2304 2164 2147 259 1888 1734 301 292 94 1433 1376 1307 1243 1179 1064 172 155
is_linear=0
shrinkage=0.00352023


Tree=611
num_leaves=31
num_cat=0
split_feature=39 51 402 13 122 1365 155 158 1 484 1373 1213 1 48 0 15 39 2 50 448 13 15 151 457 52 457 132 131 16 16
split_gain=0.0327602 0.0405261 0.0410634 0.0377567 0.0543861 0.0370122 0.0347354 0.0342022 0.0313538 0.030853 0.0309949 0.0311339 0.0347801 0.0633304 0.0539778 0.0831195 0.036956 0.0473489 0.0611542 0.041038 0.0435421 0.0576159 0.0447155 0.0489055 0.0481032 0.0483323 0.0478329 0.0545782 0.0543238 0.0414032
threshold=0.005105000000000001 -0.40274499999999996 0.084450000000000011 -0.093439999999999981 1.0000000180025095e-35 1.0000000180025095e-35 0.10222000000000002 0.11015500000000002 0.096630000000000008 0.11701500000000002 0.11103 -1.0000000180025095e-35 0.14000500000000002 0.12649500000000002 -0.230625 -0.095799999999999982 -1.0000000180025095e-35 0.12068000000000001 0.10625000000000001 -0.083359999999999976 -0.094679999999999986 -0.19153499999999998 -0.030624999999999996 -0.0015249999999999997 -0.090304999999999983 0.087195000000000009 0.080815000000000012 0.097135000000000013 -0.080824999999999994 0.23932500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 8 -5 6 7 9 -3 10 11 -1 13 14 15 -13 -16 18 19 -18 21 -21 24 -24 -22 -26 27 -25 -28 -23
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 16 -17 17 -19 -20 20 22 29 23 26 25 -27 28 -29 -30 -31
leaf_value=-0.0017581656080371123 -0.0029571311812974662 -0.002959675518763632 -0.0029530368792589183 0.0019989199995736943 -0.0026009122026643813 -0.0023783239065031359 -0.0025288259235105113 -0.0029127365951602136 0.00092239943984739599 -0.0029492079122849131 -0.0029623266667266846 -0.0010030838515435322 0.0019803054597903294 -0.0018660085285321687 -0.0015326978666568756 0.0026818623554910846 -0.002771663483269664 0.0019606427430396236 -0.0029536930126194765 -0.0021376776781231203 -0.0029648958405937243 0.0016104539106815453 -0.0025732614061721145 -0.00044495032808061438 0.0020545643242549506 -0.00045577142046527642 -0.0026294463979522681 0.0023931595920001483 0.0022516496755478031 -0.00080949145213652718
leaf_weight=0.082469533761243663 0.024336185706488322 0.03107232575348462 0.022034792566046235 0.28351227397160972 0.02420607219755766 0.062281687259201024 0.049865975500779203 0.03591237557225202 0.043074579341919161 0.030988799496299069 0.030309925405162974 0.07948845878127031 0.08101424315918837 0.14650196280126682 0.12974256121924987 0.16004461560806094 0.043488731658732127 0.1109925569171536 0.059579850470981799 0.049178262983332388 0.025598529049602803 0.37951036888444445 0.076646137126778924 1.3930588115294713 0.20501772173748323 0.098523338194354437 0.023658406380036467 0.061379819474950525 0.12077432082242001 0.07316941876160854
leaf_count=537 20 18 23 338 14 69 178 159 46 121 16 24 90 56 63 51 39 113 254 18 44 154 46 1032 109 59 46 72 82 19
internal_value=0 0.000734393 0.000956818 0.00118243 0.00163708 -0.000127292 -8.77648e-05 -5.29566e-05 -0.00070444 -2.32839e-05 3.14965e-06 2.95872e-05 7.40306e-05 2.63117e-05 0.000116034 0.00145902 3.17287e-06 7.64176e-05 -3.72355e-06 6.52013e-05 0.000114422 0.000890345 -7.98276e-05 -0.000274809 0.000912746 0.00123976 -0.000164627 -0.000325177 0.00145212 0.0012193
internal_weight=0 0.428236 0.4039 0.381865 0.307718 3.6092 3.54691 3.49705 0.0741469 3.46114 3.43015 3.39984 3.31737 3.23635 3.08985 0.239533 2.85032 2.72058 2.60958 2.55 2.50652 0.501858 2.00466 1.67552 0.32914 0.303541 1.59887 1.45444 0.144433 0.45268
internal_count=3910 459 439 416 352 3451 3382 3204 64 3045 2924 2908 2371 2281 2225 75 2150 2087 1974 1720 1681 191 1490 1278 212 168 1232 1104 128 173
is_linear=0
shrinkage=0.00294557


Tree=612
num_leaves=31
num_cat=0
split_feature=9 30 474 15 50 11 3 4 4 41 481 38 124 1366 42 42 4 42 39 39 1374 455 33 9 146 9 133 2 160 1375
split_gain=0.031253 0.0286966 0.0292548 0.0358951 0.0404324 0.0326059 0.0439738 0.0474675 0.0385728 0.0363416 0.0372595 0.0345692 0.0533216 0.039495 0.0375047 0.076315 0.0541738 0.0626701 0.0593373 0.0438255 0.0371825 0.0375642 0.037485 0.0500448 0.0358555 0.0353863 0.0367623 0.0375607 0.035869 0.0523238
threshold=-0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08184000000000001 -0.13927999999999999 -0.48072499999999996 0.24280000000000004 0.080335000000000018 -0.0079799999999999992 0.11976000000000002 -0.048219999999999992 -0.081619999999999984 -1.0000000180025095e-35 -0.088669999999999985 -0.08422499999999998 -0.11145999999999999 0.16168500000000002 0.005105000000000001 0.096950000000000022 0.087505000000000013 -0.007134999999999999 0.091370000000000021 0.082850000000000021 0.084755000000000011 0.10681500000000001 0.10679500000000001 -0.10117499999999999 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 -7 10 -8 12 -12 -14 15 16 -15 18 -18 20 21 22 -16 24 25 26 28 -28 29 -24
right_child=1 2 3 5 -6 8 9 -9 -10 -11 11 -13 13 14 19 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0037573162139519132 -0.004069472561227673 -0.0030691110735537801 0.0027734160608114348 -0.0011830034108865821 -0.0016064936387675203 -0.0037767489380752368 -0.0035608417256422571 0.0026024722777136548 0.00017515570013296801 -0.0040504013904376773 0.0021569318168725834 -0.0038036056185529184 -0.0040665578884003647 -0.0040579864882684781 -0.0040676129537435234 -0.0038516831475508477 -0.004067964996425328 0.0024328405624426852 0.002886022347432841 0.0032064561847278007 -0.0040707509325278593 -0.0039317885650464839 0.0038045467993819736 0.0042505651644238343 -0.0035736990765144663 -0.0038636110627824163 -0.0040427329841958848 0.003043119607152252 0.00050179153123402673 -0.0029446531947341856
leaf_weight=0.03500902427140351 0.029265368884808463 0.051776965934096864 0.14247271947169915 0.074987896294260281 0.04545793579382007 0.083832620415250747 0.050071564220164677 0.19502939684662335 0.077920806215843186 0.038557514333660836 0.17719336551818266 0.039489432288973947 0.041049565555572598 0.045926286835310748 0.033913979015785745 0.12409697529665731 0.062844290358498256 0.14184036083975116 0.029472703579813242 0.072888586277258471 0.035730846271689987 0.037436585364048258 0.022941424267628463 0.049159200598296482 0.042028908457723335 0.034521772351581492 0.057951159928506857 0.015504453590438061 1.9204349566923296 0.10358949728880351
leaf_count=121 4 145 220 20 21 121 331 129 33 59 139 19 46 152 14 494 95 110 3 57 33 39 11 5 19 17 223 31 1031 168
internal_value=0 -8.04627e-05 -5.01259e-05 -8.95101e-06 0.00171397 -9.86831e-05 -1.54129e-05 0.00155119 -0.00187301 -0.000148575 -0.000100634 -4.45271e-05 4.16661e-06 -0.000128683 -7.15694e-05 -0.001212 -4.24258e-05 0.000745163 -0.00184787 0.000118422 2.27729e-05 8.58866e-05 0.000151854 0.000215563 0.000125276 0.000197419 0.000263535 -0.0025471 0.000364395 -0.00172095
internal_weight=0 3.87739 3.84812 3.79634 0.187931 3.60841 3.44666 0.270017 0.161753 3.17664 3.13809 3.08801 3.04852 2.87133 2.83028 0.404181 0.280084 0.234157 0.092317 2.4261 2.35321 2.31748 2.28005 2.24613 2.19697 2.15494 2.12042 0.0734556 2.04697 0.126531
internal_count=3910 3789 3785 3640 241 3399 3245 149 154 3096 3037 2706 2687 2548 2502 854 360 208 98 1648 1591 1558 1519 1505 1500 1481 1464 254 1210 179
is_linear=0
shrinkage=0.00404364


Tree=613
num_leaves=31
num_cat=0
split_feature=4 11 151 1211 1456 31 2 150 1 3 0 15 2 3 4 16 42 2 151 159 1429 42 4 2 2 3 1 48 49 0
split_gain=0.121825 0.179438 0.149413 0.124089 0.121252 0.105115 0.126563 0.171692 0.139721 0.315878 0.210928 0.162853 0.175746 0.158186 0.143736 0.154696 0.118742 0.109607 0.107353 0.103992 0.113233 0.102254 0.136114 0.129748 0.114074 0.109521 0.100784 0.122964 0.18785 0.089055
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086545000000000025 0.085425000000000015 0.077800000000000022 -0.013944999999999997 -0.070894999999999986 0.088190000000000004 0.087005000000000013 -0.08323499999999999 -0.034289999999999994 -0.014754999999999999 -0.10770999999999999 0.114165 -0.50701999999999992 0.09141500000000001 0.084545000000000009 0.091955000000000023 -0.51381999999999983 0.095195000000000016 0.10869000000000002 -0.115685 0.087075000000000014 0.09227500000000001 -0.045004999999999996 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 19 10 -10 11 12 -8 16 17 26 -13 -11 -14 20 29 22 -12 -23 -24 -26 -16 -28 -29 -7
right_child=2 -3 -4 -5 5 6 8 -9 9 14 21 13 18 -15 15 -17 -18 -19 -20 -21 -22 23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00099630205553914264 -0.0013309510888974817 -0.0012580364171676532 0.00052803005029568978 -0.0014066646217174195 0.0012947259602929771 -0.00024858871562350609 0.00066439649297272084 -0.00136417128168591 0.0013536530331164792 -0.0010703542147411783 -0.001078331227487389 0.0013328201590068565 0.00073221974594458116 0.0006566870296525573 0.00091392258044556657 0.0013009938743653165 -0.0014185012074041151 0.00031316898576660187 -0.0012636481280679276 -0.001373323003750613 0.0011620921785162896 0.0011710959229957699 0.0010708802662693574 -0.00087120851443084509 0.0011344778642987554 -0.00090520925527590688 -0.00073851259908462715 0.0012219477695322566 -0.00071075995585702888 0.0011534054449716306
leaf_weight=0.26437396457185869 0.092575855611357727 0.26515482703689475 1.0067566417164933 0.13734693512742513 0.11539062729570826 1.9858738736311363 0.12669964408996592 0.26725132418505371 0.47473621928656973 0.31553546246868802 0.090234792260162067 0.037950596590235364 0.057081779137660327 0.35836923286842648 0.2168999214482028 0.25046236859634474 0.1623213762359228 0.17431402939837426 0.71197942278013304 0.13485016476442968 0.12983284343499679 0.080993356721592136 0.56361096448745385 0.24707701655643177 0.083822963642887771 0.13436958232705365 0.3778294453950366 0.225054164766334 0.17552208792767487 0.093003014932038552
leaf_count=357 20 160 452 219 59 915 42 70 95 87 12 10 31 151 13 51 87 39 552 58 19 21 67 113 8 79 47 30 27 19
internal_value=0 -0.00012473 0.000371483 -8.71336e-05 -6.40626e-05 -3.15955e-05 -5.20679e-05 -0.000300783 8.14092e-05 0.000341475 -0.000135142 -0.000493709 -0.000863753 9.9643e-05 6.46187e-05 0.000317313 -0.000897139 -0.000578024 -0.00111551 -0.000179518 -0.000106631 0.000299402 0.000550113 -0.000367008 0.000738066 -0.000121623 6.97758e-05 -0.000165443 0.000375086 -0.000185868
internal_weight=0 8.25794 1.09933 7.99279 7.85544 7.59107 7.47568 2.61081 4.86486 2.21035 2.65451 1.4544 0.895761 0.558641 1.73562 1.24577 0.200272 0.489849 0.769061 2.34356 2.20871 1.20011 0.872038 0.32807 0.781804 0.218193 0.995306 0.778406 0.400576 2.07888
internal_count=3910 3438 472 3278 3059 2702 2643 1081 1562 389 1173 873 625 248 294 168 97 126 583 1011 953 300 166 134 154 87 117 104 57 934
is_linear=0
shrinkage=0.00140032


Tree=614
num_leaves=31
num_cat=0
split_feature=123 1365 42 42 2 1429 159 12 367 1186 42 47 132 48 4 12 2 14 376 133 457 43 151 49 49 16 33 50 158 49
split_gain=0.0298559 0.030864 0.0292625 0.0371426 0.0514366 0.0345145 0.0323565 0.0320273 0.0302724 0.0303209 0.037069 0.0497706 0.043297 0.0378521 0.0342293 0.0385107 0.0291644 0.0278812 0.040989 0.042297 0.0505682 0.0611268 0.0424336 0.05807 0.0657393 0.0898713 0.0535556 0.0536066 0.0645828 0.0495382
threshold=-0.041524999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.088669999999999985 0.097575000000000009 -1.0000000180025095e-35 0.12072500000000001 0.086435000000000026 -1.0000000180025095e-35 0.08981500000000002 -0.11145999999999999 0.16859000000000002 0.080815000000000012 0.085760000000000017 -0.08422499999999998 0.078515000000000015 0.16971500000000003 0.078275000000000025 0.048695000000000009 0.093845000000000026 0.097740000000000007 0.10440000000000002 0.056555000000000001 -0.18178499999999997 -0.05504499999999999 -0.072359999999999994 -0.007134999999999999 0.083475000000000008 0.085110000000000005 -0.31764499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -4 -6 -2 10 11 12 -10 14 15 -12 17 18 19 22 21 -21 26 -24 -25 -26 -7 28 29 -28
right_child=1 -3 5 4 7 16 -8 -9 9 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0026662937546998288 -0.0035602412064438915 -0.002489850506174591 -0.0036150563794874351 -0.0035094801194531771 0.0028490928176194211 -0.0034877777481797019 0.0036245476236755449 -0.0035948138588520885 -0.0031746782703856195 -0.0035421829889818843 0.0036100850179328486 0.0036351035499227538 0.0027114689347555623 -0.0033643367035432413 0.0027776767464397041 -0.0036008639241817296 0.0036007456675701049 -0.0021079583484847056 0.0025023342717235505 -0.0034479180708523191 0.0032166979437763263 0.00074648784498923028 0.0025826131092713364 -0.0027059822185395636 0.0034291855677223751 -0.0024476802495953607 -0.0036022266982630577 -0.0011595905748189585 -0.0022017765651490186 0.00088391282343233365
leaf_weight=0.051796349356664328 0.031597098626662046 0.067212597067736968 0.053479858936499869 0.11683097094442141 0.03327471909688029 0.044719777039067377 0.0093509644284495153 0.014182490931034408 0.088355742711655694 0.027121947218802234 0.015071123278175946 0.02379331924021244 0.019704723166796612 0.019436823765317968 0.13664039376180881 0.026058349122195068 0.031265842349057382 0.07104698156717848 0.093938723712199024 0.13168857254390776 0.026975777385814581 0.067888428242440568 0.054061259260606676 0.20454779643296206 0.06795750089622743 0.066257551865419262 0.032272655458660204 0.23082087444595334 0.096417387941528321 1.9045101043084207
leaf_count=41 12 73 175 424 34 27 2 117 193 15 6 2 21 26 109 91 80 93 149 375 9 18 21 57 24 22 13 356 215 1110
internal_value=0 -7.82605e-05 -3.49127e-05 -0.000798119 -0.00222899 9.72853e-05 -0.0025376 0.000923344 -0.000191911 0.000106895 0.000407661 -0.00106619 -0.00210134 0.00139309 0.00191325 -0.000958547 0.000150273 0.000115395 0.000167664 9.27644e-05 -0.00139747 -0.00202114 0.000217735 -0.00087322 -0.00142472 0.00052797 0.000403357 0.000480216 0.000666377 0.00080916
internal_weight=0 3.80648 3.73927 0.552068 0.164288 3.1872 0.0628308 0.0474572 0.38778 0.356182 0.32906 0.131854 0.10806 0.197207 0.17777 0.0411295 3.12437 3.0931 3.02206 2.92812 0.226553 0.199577 2.70156 0.392824 0.338763 0.134215 2.30874 2.26402 2.0332 1.93678
internal_count=3910 3869 3796 1050 575 2746 177 151 475 463 448 216 214 232 206 97 2569 2489 2396 2247 402 393 1845 124 103 46 1721 1694 1338 1123
is_linear=0
shrinkage=0.00359063


Tree=615
num_leaves=31
num_cat=0
split_feature=1 0 3 133 1429 4 147 48 39 16 16 133 51 133 2 151 1 151 159 1374 16 156 52 1212 403 4 4 159 160 4
split_gain=0.123204 0.176649 0.176411 0.144625 0.184878 0.138524 0.127783 0.134259 0.12375 0.115249 0.118649 0.109209 0.0994199 0.0990323 0.104749 0.166498 0.121598 0.0996118 0.18714 0.148314 0.17972 0.119006 0.0979813 0.101634 0.101735 0.0975173 0.117511 0.111554 0.0916282 0.0862221
threshold=0.076710000000000014 -0.084074999999999997 -0.083604999999999985 0.084285000000000013 0.079720000000000013 0.0021050000000000005 0.088565000000000019 -0.098424999999999985 0.005105000000000001 0.081265000000000018 0.67964000000000013 -0.26719999999999994 -0.40274499999999996 -0.15498499999999996 1.0000000180025095e-35 0.056555000000000001 0.13084000000000004 -0.0032449999999999996 -1.0000000180025095e-35 -0.094679999999999986 -0.11807499999999999 0.090560000000000015 0.11401500000000002 1.0000000180025095e-35 0.095765000000000017 -0.084009999999999987 0.05309500000000001 -0.47434999999999994 -0.55003499999999994 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 8 -8 9 11 28 -2 -10 -13 16 17 25 19 -19 -16 -21 -20 23 24 -3 -15 27 -27 -11 -30
right_child=6 22 3 5 -6 -7 7 -9 12 10 -12 13 -14 14 15 -17 -18 18 21 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.001183200202634044 -0.0011838241929023299 0.00022572914927826356 -0.0010516444539223925 -0.0011830425270445927 0.00090365253837943697 0.00038140249928569263 -0.000612207566226597 0.0011484817039902483 -0.001180793694951013 0.0012108611811407345 0.00093608233622263825 0.0010122745441761912 0.00060255773029088927 0.00066676762981103402 -0.0011815159043219729 -0.00054751335376515521 0.0010489936326363392 -0.00068045859094400802 0.000914243150817272 -0.00083423408194849258 0.00049365738294550679 -0.00024732299208969193 -0.00088029761582282442 -0.0011763679843396634 -0.0010462138063904831 0.0010597215087364401 -0.00014598226748209898 -0.0011403844765159057 -0.0010534617203319661 0.00038021605645687591
leaf_weight=0.41265662349178445 0.10194742200110374 1.539927845189595 0.41858664614301255 0.092977628832159098 0.078906287821155274 0.47309759124618722 0.076784065429819748 0.26354977154551296 0.046102409949526191 0.03127695620059967 0.065844186596223153 0.1399691410406384 0.62156422754196672 0.10904274156200744 0.12496943329460919 0.3930762615345883 0.087766768454457522 0.15014704323039052 0.76854289778566443 0.18115419268724509 0.61497148583293904 0.14374571984080831 0.15582594248553494 0.082788631083530961 0.091462909280380589 0.034412492150296292 0.55588027563499054 0.39286279060979556 0.42207646181486769 0.06669284327654168
leaf_count=467 64 594 322 106 13 101 23 113 10 1 18 51 339 52 6 38 23 60 160 39 83 36 197 137 71 10 76 406 283 11
internal_value=0 -0.000229918 -0.000532921 -0.000280618 -0.000741519 0.000124443 5.62966e-05 0.000751246 9.481e-06 -6.20823e-05 -0.000545795 1.2527e-05 0.000479417 4.55213e-05 7.47469e-06 0.000149165 -0.000277909 0.000287226 0.000531717 5.21861e-06 0.000191503 0.00073122 9.28005e-06 9.01463e-05 0.000154418 -0.000384536 -0.000501137 -0.000963189 -0.000733419 -0.000857836
internal_weight=0 3.34623 1.47622 1.06357 0.497493 0.566075 5.39238 0.340334 5.05205 4.38438 0.58589 3.79849 0.667667 3.69654 3.55657 2.37661 1.17997 1.98353 1.06244 0.921095 0.796126 0.912289 1.87001 1.71418 1.63139 1.0922 0.983156 0.427275 0.520046 0.488769
internal_count=3910 2008 1009 542 335 207 1902 136 1766 1417 313 1104 349 1040 989 422 567 384 256 128 122 196 999 802 665 544 492 416 295 294
is_linear=0
shrinkage=0.00117172


Tree=616
num_leaves=31
num_cat=0
split_feature=31 1338 1348 1456 1444 11 1 48 43 43 49 130 130 124 1373 2 484 1447 48 157 15 13 12 1186 16 13 1 1 16 1374
split_gain=0.0282735 0.0293941 0.034047 0.0383158 0.0362691 0.0318076 0.0448283 0.0488728 0.040939 0.0465896 0.0499816 0.0397909 0.0394385 0.0410037 0.0417614 0.0407538 0.0505307 0.0380178 0.039039 0.0377577 0.0368215 0.0391937 0.0992809 0.0508504 0.0456886 0.0456401 0.0612639 0.0463096 0.0353717 0.0433917
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.088030000000000011 -1.0000000180025095e-35 -0.10662999999999999 0.088315000000000018 0.10471000000000001 -0.086624999999999994 -0.077544999999999989 -0.020804999999999997 -0.085974999999999982 -0.082334999999999992 -0.24153999999999998 -0.50873999999999986 -1.0000000180025095e-35 0.10510500000000002 0.097755000000000022 -1.0000000180025095e-35 0.14226500000000003 -0.082754999999999981 -0.11739999999999999 -0.10023999999999998 0.089995000000000006 0.085080000000000003 0.24895000000000003 -1.0000000180025095e-35 0.08844500000000001 0.09112000000000002 -0.19424999999999998 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 11 -10 -11 -5 -9 -14 -15 -16 17 -17 -19 -13 -12 24 23 25 -22 26 -23 28 -27 -30
right_child=1 -3 -4 5 -6 -7 7 12 9 10 20 19 13 14 15 16 -18 18 -20 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00309712957294865 0.0033978422431072148 -0.0034012455900536897 0.002854945427512804 -0.003396654241244375 -0.0031904802214009777 -0.0016006794389376512 -0.0026831445758712671 -0.0033404978412765671 -0.0028407422433746484 -0.0021942347332275292 -0.0024459165075922423 -0.0033901685998855378 -0.0033848961774006286 -0.0018497423995474699 0.00042991132529869325 -0.0014632076568423271 -0.00140356228301066 0.0032770697690535761 0.00052233403225617739 0.00064942234910178348 0.0021348960519123271 -0.0033989877788584452 -0.0033630884045082548 0.0024549061783990397 -0.0010534772285181774 -0.001430296813737517 0.0019472684846086141 -0.0011615171873473752 -0.00078699969446065199 0.001643871488104935
leaf_weight=0.032625255622861338 0.011001976046827622 0.030015524287591577 0.045953020367960451 0.030684607384046103 0.073289656470480469 0.14055251848458272 0.046635341917863116 0.024688678986422019 0.092241397964929139 0.15428494523075897 0.076649285351552021 0.027343104215560743 0.023727629988570698 0.050544492434710264 0.32825115084233392 0.026976406305038836 0.044382102768395271 0.2824110781739364 0.074413700785953552 0.84840645152985694 0.17272317532661197 0.097959531881203876 0.10966085851941898 0.090050504330520198 0.073283619298308622 0.078691995746339671 0.032739469362695672 0.2294859777430247 0.11244611674919724 0.33309357539108908
leaf_count=113 3 23 47 36 364 141 19 5 398 53 99 152 8 7 198 17 26 298 45 734 90 391 372 36 17 14 24 57 9 114
internal_value=0 -6.63018e-05 -3.94838e-05 -7.55624e-05 -0.00233055 -2.27973e-05 4.12667e-05 0.000689879 -0.000187298 -0.000504132 -0.000366065 0.000390598 0.000873773 0.000999021 0.00112792 0.00132689 0.00201452 0.00240978 0.00270259 0.000523296 -0.000165566 -3.41603e-05 -0.000310832 3.26517e-05 0.0011851 -0.00021398 -0.00205978 0.000106092 0.000660996 0.00103036
internal_weight=0 3.76259 3.73257 3.68662 0.0842916 3.60233 3.46178 0.902031 2.55974 1.65331 1.56107 0.906434 0.855395 0.830707 0.806979 0.756434 0.428183 0.383801 0.356825 0.87575 1.40678 1.33013 1.08413 0.974467 0.246007 0.884417 0.130699 0.753718 0.524232 0.44554
internal_count=3910 3797 3774 3727 367 3360 3219 623 2596 1674 1276 922 604 599 591 584 386 360 343 886 1223 1124 1017 645 107 609 415 194 137 123
is_linear=0
shrinkage=0.00338353


Tree=617
num_leaves=31
num_cat=0
split_feature=453 1348 1452 4 11 1211 474 1 0 151 133 1429 156 2 3 160 1374 4 43 48 52 133 16 160 48 15 13 13 13 2
split_gain=0.0280313 0.0347983 0.0366332 0.0308186 0.0712038 0.034746 0.0335741 0.031846 0.098866 0.0606253 0.0601903 0.0611846 0.0589811 0.0660035 0.0462235 0.0472119 0.0976015 0.0446184 0.0425654 0.0429856 0.0469485 0.0498324 0.0389145 0.0389631 0.0383595 0.0405588 0.0403476 0.0524056 0.0912856 0.0510535
threshold=0.096095000000000014 0.090050000000000005 0.090425000000000019 0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 0.09018000000000001 1.0000000180025095e-35 -0.084794999999999995 0.056555000000000001 0.085515000000000022 0.084710000000000021 0.090385000000000007 1.0000000180025095e-35 -0.013944999999999997 0.10975000000000001 -0.095439999999999983 0.0045450000000000013 -0.089949999999999988 0.094180000000000014 0.16064500000000001 0.10864000000000001 -0.19424999999999998 -0.23073999999999997 0.086065000000000016 -1.0000000180025095e-35 -0.5337599999999999 -0.083924999999999986 -0.028919999999999998 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 12 11 -1 13 -9 -15 16 -16 -11 -12 20 21 -20 -18 -24 25 -10 -27 -28 -29 -30
right_child=-2 -3 -4 -5 -6 -7 -8 9 24 17 18 -13 -14 14 15 -17 22 -19 19 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.0029486582313022472 -0.0024188516932180117 0.0031120155132813672 -0.0032071222301701661 0.00085607067416895624 -0.0031959705255613998 -0.0031929706268898541 -0.0023781621210683629 -5.3677546029349409e-05 -0.0031953636677489292 -0.0024556356194535803 -0.0031997529863046436 0.0021840517771828101 -0.0022812620334223114 0.0028092997206211716 -0.0031723072272058029 0.0032220128295687251 -0.0010224027359969508 0.0003890605517595682 0.0023043552805156629 -0.0032270465286339005 -0.00323143343841148 -0.0032067135690898333 -0.0016084866561526716 0.0018645682129757209 0.0018832479811967723 -0.0032298650504003212 0.0019279020999350351 -0.0032141580504151126 -0.0032052526663384233 0.00088016946709396201
leaf_weight=0.24329129124226034 0.049465726217022055 0.036108143573073792 0.036602406952397248 0.3807763455697567 0.073943882190633192 0.034910795387986471 0.058892088070024218 0.59460676397975454 0.036889442294752883 0.12508323973270297 0.041699436140106627 0.026146996416400725 0.068971206546393549 0.17372999048984639 0.061938823142554611 0.079351433709234698 0.073222273531428073 0.10156159483449301 0.13066851796952506 0.029411173667995172 0.023668049013394921 0.019119982934626023 0.036431259752134793 0.33288629144226434 0.1406297258572522 0.032416674308481497 0.17049039220092066 0.080998486752153376 0.034161419922829506 0.34642598090363208
leaf_count=451 36 46 104 431 157 217 159 607 208 50 70 26 93 117 6 13 21 25 113 25 38 54 17 142 90 3 72 195 58 266
internal_value=0 -2.37329e-06 -3.37071e-05 -1.00891e-06 -0.00010391 -3.00984e-05 5.9543e-06 5.2697e-05 -0.000309195 0.000350511 -0.00141108 -0.00245057 0.000594742 0.000741441 0.00136553 0.000935905 0.000576315 -0.0011809 -0.000265884 0.000337173 0.000941519 0.00160089 0.00110098 0.00152197 0.000363449 5.87237e-05 0.000239375 0.000417298 -0.000140655 0.000513463
internal_weight=0 3.62503 3.58893 3.55232 3.17155 3.0976 3.06269 3.0038 1.35602 1.64778 0.514005 0.269438 1.42114 1.35217 0.75756 0.58383 0.504479 0.226645 0.244567 0.202868 0.173457 0.149789 0.44254 0.369318 0.842012 0.701382 0.664493 0.632076 0.461586 0.380587
internal_count=3910 3874 3828 3724 3293 3136 2919 2760 1669 1091 777 477 1016 923 316 199 186 75 300 230 205 167 180 159 892 802 594 591 519 324
is_linear=0
shrinkage=0.00318838


Tree=618
num_leaves=31
num_cat=0
split_feature=1 484 52 0 3 3 4 15 2 1446 15 156 52 151 49 15 16 403 12 50 42 43 13 1212 38 12 151 15 47 1
split_gain=0.145741 0.124515 0.119528 0.116752 0.169565 0.120948 0.145751 0.116998 0.123498 0.106573 0.101963 0.106155 0.101133 0.107536 0.179133 0.107583 0.11243 0.0960115 0.10014 0.126762 0.0929337 0.115505 0.145733 0.0917667 0.0907653 0.144779 0.108996 0.0951632 0.165228 0.0985462
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 -0.077944999999999987 -0.084129999999999996 -0.088024999999999978 -0.48072499999999996 -0.008624999999999999 -1.0000000180025095e-35 0.091520000000000018 -0.089594999999999994 0.10253500000000002 -0.089799999999999977 0.056555000000000001 -0.047309999999999998 -0.10192499999999999 -0.057604999999999996 -1.0000000180025095e-35 0.091735000000000025 0.086465000000000014 0.09901500000000002 -0.078454999999999983 -0.45122499999999993 -0.50114499999999984 0.13584500000000002 -0.071274999999999991 -0.40391999999999995 0.035895000000000003 0.09252500000000001 0.11026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 -5 10 -9 24 12 -12 -6 14 -14 16 -16 -10 19 -19 21 -7 -23 -21 25 -4 -27 28 -28 -29
right_child=2 3 9 5 7 20 -8 8 17 -11 11 -13 13 -15 15 -17 -18 18 -20 23 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.0012475594745757651 -0.0013517439522130756 -0.0008713490749599896 0.0010812688317355782 -0.000380587632081996 -0.0012154569539891541 0.0007231389353408534 0.00084511012872237298 -0.0013517637782219415 -0.0013476632901864847 -0.0013335472682776402 -0.0013608236092655596 0.0010680158690618939 0.00095771132042854793 -0.0012534355909765802 -0.00052107242285475666 -0.0013775070996235195 0.0009004104832125091 0.00092380218667136027 -0.00059244628238767634 0.0010858001786455899 -0.0013626670849524456 0.00043699459823202068 -0.0011919569050403212 -0.0013733953904700544 -0.0013337708762197365 -0.0013101461657635352 0.0007005654588407963 -0.00099931872081943508 -0.00011883180987453166 0.00026268726284835002
leaf_weight=0.19749498115652375 0.090041993969862566 0.7379538944151135 0.37347946259251497 0.24823439036117634 0.15231347529334005 0.22431470364244888 0.60189814713521628 0.08325455425074324 0.056003529869486091 0.077570976074639364 0.27041721232126326 0.037066583046907908 0.30447353425552126 0.11618609027937055 0.27306370639871591 0.13373275068624946 0.15977773606937262 0.60340036553498044 0.13529917613414 0.040905123809352517 0.11599226072394231 0.17653747575241141 0.22797860476930487 0.083808707891876111 0.062852878472767659 0.085712965199493119 1.1068773086881245 0.2078583036418421 0.74644524859468209 0.24328763119410723
leaf_count=484 144 735 329 29 35 85 127 28 175 35 162 13 32 8 101 71 22 151 40 9 165 12 184 47 9 24 344 105 146 59
internal_value=0 -0.000200255 0.000175502 -0.000157007 -0.00030576 0.000140288 0.000487213 -0.000135381 0.000217981 0.000222855 -0.00038023 -0.00106803 -0.000194641 -3.71465e-05 0.00012509 -0.000322355 3.64933e-06 0.000360123 0.000470895 0.000668487 -0.000255689 -5.14988e-05 -0.000481056 -0.000566799 0.000265569 0.000301942 0.000180168 0.000235599 0.000370545 -0.000318762
internal_weight=0 4.98011 2.99413 4.78261 3.18766 1.59496 0.850133 2.4497 1.00267 2.90408 1.44703 0.307484 1.13955 0.987234 0.871048 0.566574 0.432841 0.919417 0.863413 0.728114 0.744823 0.628831 0.404516 0.124714 2.82651 2.76366 2.39018 2.30447 1.85332 0.451146
internal_count=3910 2715 1195 2231 1629 602 156 894 450 1051 444 175 269 234 226 194 123 422 247 207 446 281 196 56 1016 1007 678 654 490 164
is_linear=0
shrinkage=0.00134594


Tree=619
num_leaves=31
num_cat=0
split_feature=1 52 484 14 1446 12 40 51 151 151 3 3 1374 16 160 43 47 1186 12 0 3 15 0 13 49 0 1212 42 4 47
split_gain=0.11651 0.105153 0.085984 0.0851044 0.0819154 0.0790013 0.10218 0.0958132 0.0911038 0.0770585 0.0729393 0.096101 0.119422 0.0933375 0.0891059 0.0996216 0.100906 0.103661 0.0928695 0.0980077 0.178523 0.133383 0.164957 0.0733244 0.070466 0.0673244 0.0683255 0.0662324 0.0768967 0.100154
threshold=0.094385000000000011 -0.42985499999999993 -0.065229999999999996 0.077685000000000018 0.091520000000000018 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 -0.40391999999999995 -0.093064999999999981 -0.12008499999999998 0.084925000000000014 -0.094679999999999986 0.22945500000000005 -0.082969999999999988 -0.077544999999999989 0.09550500000000002 0.085080000000000003 0.10129000000000001 -0.07773999999999999 -0.084129999999999996 0.035895000000000003 -0.089539999999999995 0.17936000000000002 -0.076864999999999975 -0.19631499999999999 -0.5172699999999999 -0.14127499999999996 -0.034289999999999994 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 5 6 7 -3 -7 -10 23 14 -13 24 -12 18 17 25 19 20 -16 22 -22 -4 -14 -17 -27 -11 -29 -30
right_child=1 4 3 -5 -6 8 -8 -9 9 27 11 12 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0013508746560128397 -0.0013510639059110005 -0.0013542579449965944 0.00055174619777028483 -0.001356187827327318 -0.0013197353676823293 -0.0013134127373833242 -0.0013548470208180493 0.00099744762678230167 0.0012998672105500764 -0.0011284131163767342 -0.0012438888435659992 -0.00066292148936512678 -0.0001884710873666491 -0.00047019690936010592 -0.0013519341914147935 0.0013793305892316197 0.00081607104328840099 0.00034037141935742261 -0.001361574319067757 0.00077809393762788386 0.00048109662741996877 0.001346771006721689 -0.0013609335052358095 -0.00051729761848353848 0.00086829107634445136 0.00087135153315348211 -0.0010048060461649488 -0.00042933231074063287 0.00056163574198950228 -0.00021093720712094018
leaf_weight=0.11391398431987898 0.080743842263473531 0.033517444273456931 0.47128552178764938 0.10604202058675571 0.06198338073772891 0.077393035113347053 0.04113359353505075 0.49313733949930005 0.10449355062155641 0.07487701953505288 0.1911379546627362 0.26587142702192068 0.14949034707387909 0.18350427897530608 0.16971650768755353 0.023620029911398999 0.08811598824286182 0.15235495134038501 0.082750446581485448 0.29144027440634157 0.24621030391608656 0.14264109078794718 0.13711790996785567 0.15427512477617711 0.48570446277153656 0.036742915546711497 0.81825179324459785 0.31945149620332869 0.91186744523656138 0.45598723892544513
leaf_count=407 144 8 85 90 35 24 8 380 29 13 390 11 20 42 192 1 21 53 77 102 61 8 65 33 60 22 975 158 278 118
internal_value=0 0.000161364 -0.000197074 -0.000165753 0.00020881 0.000246529 0.00068821 0.00084778 0.000117531 0.000176858 -0.00013489 -0.000211262 0.000120807 0.000375321 -0.00036258 -0.000285625 -0.000566375 -0.000684532 8.03733e-06 0.000122851 -0.000151646 0.000235655 -0.000177804 0.0002881 0.000619587 -0.000862253 -0.000924179 0.000110266 0.000165235 0.000304091
internal_weight=0 2.65459 4.31019 4.19627 2.57384 2.51186 0.567788 0.526655 1.94407 1.86668 4.09023 3.46467 1.08457 0.818699 2.3801 2.18896 1.11909 1.03097 1.06988 0.987126 0.695686 0.525969 0.383328 0.625561 0.635195 0.878615 0.854995 1.76218 1.68731 1.36785
internal_count=3910 1195 2715 2308 1051 1016 396 388 620 596 2218 2100 133 122 1967 1577 1072 1051 505 428 326 134 126 118 80 998 997 567 554 396
is_linear=0
shrinkage=0.00134594


Tree=620
num_leaves=31
num_cat=0
split_feature=39 3 1 51 0 48 4 15 48 52 51 457 14 15 0 48 15 43 4 0 2 16 129 403 160 48 16 52 159 0
split_gain=0.135334 0.124159 0.115503 0.120843 0.093231 0.0923292 0.123329 0.121971 0.152678 0.103172 0.0984325 0.0983092 0.0979792 0.0941416 0.0842159 0.171952 0.121686 0.116921 0.0968717 0.130822 0.10434 0.141353 0.101221 0.110775 0.0895402 0.17659 0.0835458 0.0919272 0.0823851 0.0968975
threshold=0.005105000000000001 0.31335500000000011 0.088010000000000019 -0.40274499999999996 0.12007500000000002 0.11930500000000001 0.15927500000000003 -0.11739999999999999 0.096390000000000017 0.16064500000000001 0.11975000000000001 -0.070739999999999983 -0.46637499999999993 0.22941000000000003 -0.13870499999999999 0.086285000000000014 0.05377500000000001 -0.50992999999999988 -0.51381999999999983 0.076335000000000014 0.10066500000000002 0.3935300000000001 0.086720000000000005 0.085405000000000023 0.086620000000000016 0.086870000000000017 -0.19424999999999998 0.071660000000000015 -0.52106999999999992 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 6 7 -1 14 11 -7 -8 -13 -14 15 16 -9 -16 -19 22 -21 -22 24 -24 28 -26 -18 -28 -20 -30
right_child=2 -3 3 -5 -6 10 9 8 -10 -11 -12 12 13 -15 17 -17 26 18 19 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.0012085078917377756 -0.00086091831992316837 0.0010160723304978708 -0.0012053662053255758 0.00075847408462864771 0.00066943648208007121 -0.0012062209786481756 -0.00076628811968295913 0.00073920380427078085 0.00069360832515967812 -0.00064229144759667665 -0.00017219234410585801 -0.000469120033866491 0.00067043412938882596 -0.00057329426137148556 0.00064014918213145912 -0.00048183070283770317 -0.0012405973955271882 -0.0012190829794168116 0.00099380840709835318 -0.00049938241318001509 0.001121870253422066 -0.00067064614173086294 -0.00082423721119675942 0.00087155857568573956 -0.00083138361425980946 0.0010677565514025092 -0.00065205985815569491 0.00096395584116586836 -0.00072952130218227216 -0.00018937925462584213
leaf_weight=0.16192841299198324 0.16398527603087121 0.13478010550170427 0.048183451173827052 0.62934280624904204 0.08704643530654721 0.23172063632227935 0.10869939683470864 0.52617625110724364 0.28620496354778868 0.18094431318604609 0.30403995101369219 0.15353331508231316 0.93217539459146792 0.095873302780091763 0.18153766752220679 0.51988641265779734 0.082952540440601297 0.17165199379451168 0.048915106464849312 0.1674622477730735 0.24378558077296475 0.084662096676765941 0.081047272216892341 0.17136050304179662 0.13224162870847056 0.14843828724406194 0.097116735378222074 0.10426080640172586 1.6432669409859966 0.66694767392800747
leaf_count=157 77 123 10 358 14 70 11 59 79 60 34 24 210 8 24 33 22 43 34 26 26 73 145 35 176 17 48 26 1521 367
internal_value=0 -0.000120896 0.000362234 0.000618812 -0.000330261 -0.000141255 -0.000104612 -0.000186564 -0.000155679 0.000202864 -0.000619418 0.000321386 0.000421446 0.000554447 -0.000203605 5.46609e-05 0.000398785 -0.000295444 -0.000343156 -0.000298779 0.000268375 0.000659823 -0.000396025 0.000327044 -0.000465162 0.000172981 -0.000231188 0.000184613 -0.000541086 -0.000573585
internal_weight=0 7.66161 0.928558 0.677526 0.251032 7.52683 6.99107 5.51984 5.35791 1.47123 0.535761 1.29028 1.18158 1.02805 5.07171 1.33039 0.810506 3.74132 3.55978 3.38813 0.49591 0.328448 2.89222 0.252408 2.63981 0.28068 0.28433 0.201378 2.35913 2.31021
internal_count=3910 3451 459 368 91 3328 3224 2911 2754 313 104 253 242 218 2675 188 155 2487 2463 2420 125 99 2295 180 2115 193 96 74 1922 1888
is_linear=0
shrinkage=0.00119516


Tree=621
num_leaves=31
num_cat=0
split_feature=4 151 11 403 150 1 159 484 150 3 15 4 3 15 43 160 403 1429 4 133 133 1 0 151 47 151 52 151 52 151
split_gain=0.144403 0.171806 0.117635 0.113549 0.108627 0.104845 0.105729 0.0927419 0.11683 0.0947212 0.14664 0.136974 0.120973 0.147136 0.146135 0.121574 0.113263 0.110031 0.110021 0.123374 0.0878329 0.0806653 0.0785617 0.0762148 0.0756503 0.0789184 0.0775281 0.0866235 0.105141 0.088305
threshold=0.27020000000000005 -0.27336999999999995 0.08184000000000001 -1.0000000180025095e-35 0.081245000000000026 0.11774500000000002 -0.11345499999999999 -0.0043499999999999988 0.094545000000000018 -0.10628499999999998 0.079360000000000014 -0.48072499999999996 -0.078884999999999997 0.082225000000000006 -0.074254999999999988 -0.082969999999999988 0.09389500000000002 0.084545000000000009 0.097045000000000006 0.094185000000000005 -0.10870499999999998 0.14000500000000002 -0.23274999999999998 -0.08514999999999999 0.096175000000000024 -0.095804999999999987 0.11401500000000002 0.085710000000000022 -0.089799999999999977 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 23 5 -3 -7 8 -5 10 11 -9 13 -11 15 -14 20 21 19 -17 -15 24 -8 -1 25 -16 27 28 -27 -30
right_child=1 4 -4 7 -6 6 22 9 -10 12 -12 -13 14 16 17 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00042954840117303368 -0.0012985736386354379 -0.00023363971795118446 -0.0012291970665960347 -0.0011218744266700553 0.0013257806227970524 -0.0012278353266778168 -0.0013339318679629719 -0.00045195317272360631 0.00069088900097651756 -0.0010430779798447534 -0.00066292181082911676 0.00085537068682267864 -0.00090549160468255123 -0.0013273223479958406 0.00083575036163324387 0.00092694820016097225 -0.0013286440867508126 0.00075692609063343988 -0.00034536703762476584 -0.00103780761321028 0.00022727539469944244 0.00055979701946889352 0.0013260159211182199 -0.001107130613206913 -0.0011169294468033658 -0.0011031679659386808 -0.0011253861964928844 0.00073500380757479688 -0.00020054267141374362 -0.0010276793615358185
leaf_weight=0.063032783014932647 0.13482345594093204 0.54547576347977222 0.29399376630681207 0.44852100995740229 0.14946545341081219 0.039944440970430151 0.021208921447396278 0.20307486999081448 0.071816803421825171 0.84690658019826315 0.30494602828548523 0.44609649305493704 0.14484730363619747 0.072517044882260961 0.086864086304559218 0.51880520137637987 0.13168914712514379 0.1435507950009195 0.2402799546107417 0.062335744572919793 0.49685591897650738 0.13886588909372211 0.21867914408721845 0.51833279781021602 0.28419694796684769 0.3396936960125464 0.2611457409657304 0.11779700219631184 1.7210844330220472 0.25849641615059238
leaf_count=20 20 119 160 486 100 7 2 11 21 453 52 83 88 75 15 181 110 48 31 18 103 29 224 868 61 124 97 21 272 11
internal_value=0 9.75768e-05 -0.000409578 -0.000379161 0.000290682 0.000103223 0.000759867 -0.0003347 -0.000871678 -0.000293731 9.18568e-05 0.000446411 -0.000356449 -0.000672939 -0.000242989 0.000209124 -0.000225798 -0.00037333 0.000405673 0.0007162 2.92772e-05 -0.000423904 0.00109085 -0.000940521 -0.00046841 -0.000402234 -0.000442088 -0.000368869 -0.000424935 -0.000308551
internal_weight=0 1.1096 8.21575 7.92175 0.974774 0.825308 0.279833 7.34039 0.520338 6.82005 0.954117 0.649171 5.86593 1.54797 4.31796 0.966268 0.701062 3.3517 0.821421 0.581141 0.569373 3.20814 0.239888 0.581366 3.06928 2.78508 2.69822 2.43707 2.31927 1.97958
internal_count=3910 472 3438 3278 452 352 233 2390 507 1883 146 94 1737 741 996 318 288 678 230 199 178 630 226 888 601 540 525 428 407 283
is_linear=0
shrinkage=0.00131955


Tree=622
num_leaves=31
num_cat=0
split_feature=39 3 51 1 12 158 48 52 50 1 457 2 12 483 51 131 43 14 51 402 42 394 130 43 4 49 0 3 15 1374
split_gain=0.11012 0.126516 0.100155 0.116736 0.101186 0.0979903 0.0943502 0.140988 0.130545 0.142209 0.119756 0.12379 0.107249 0.112485 0.0997228 0.0885167 0.110232 0.0864573 0.0838275 0.103895 0.0949605 0.126053 0.0924116 0.0811442 0.130203 0.0866355 0.165461 0.129551 0.130314 0.108792
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.092550000000000007 -0.095029999999999989 0.11015500000000002 0.12649500000000002 0.024145000000000003 0.10625000000000001 0.10420500000000001 0.082335000000000005 0.11542500000000001 -0.0089849999999999982 0.083960000000000021 -0.10748999999999999 0.08844500000000001 -0.17307499999999998 0.077685000000000018 -0.09021499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.079279999999999975 -0.076814999999999981 -0.15426499999999996 -0.51381999999999983 -0.085974999999999982 -0.087614999999999985 0.099570000000000006 0.091435000000000002 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 8 -8 9 12 11 -11 -1 14 -14 17 -17 18 -16 -20 21 22 -21 -22 -25 26 -26 28 29 -27
right_child=2 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 15 16 -18 -19 19 20 23 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0012295774113527625 -0.0012290038216482644 0.0010344438290959461 -0.0011476820006752152 0.00072115005011109241 0.00030420389096404214 -0.001224252747538755 -0.0011482045625780175 0.00023375896851664027 -0.00095471545993144674 -3.3775540901567508e-05 0.0012307672219292463 0.0008569589260945293 -0.00093170789126392848 -0.0012248758340689316 0.00084136611360048944 0.00093053143726151255 -0.0012250670264838358 -0.0012244865160597601 -0.0012228096367610758 0.00082435151955639061 0.00058243038144149297 -0.0012241881172143768 -0.00060716416849600652 -0.0012536699872620208 -0.0010051342064313553 -0.00052515579815676499 0.00029534594318266866 0.0008571419966001395 -0.0012306899450207399 0.0002173423080068032
leaf_weight=0.13174976826121554 0.058561099140206352 0.14068090894943441 0.10764371695040609 0.62305951031885343 0.21149030981177908 0.12018414959311474 0.29973002423503192 0.17304772846546257 0.24498256265542284 1.0911562470282659 0.1731657249474664 0.29443392476241559 0.19968042491564109 0.13250449432052835 0.17168577123084094 0.043858439166797325 0.1797308495879405 0.086513581558392505 0.10537330952683976 0.12204990413738415 0.4046613800455815 0.20772070660586894 0.14862824452939094 0.1178916951539567 0.30104574005235918 0.34512935476959938 0.28119671957392833 0.32995300595939614 0.11379903713896045 1.9514902375449303
leaf_count=38 20 123 42 354 43 159 61 26 347 201 51 91 181 222 65 6 273 68 232 13 48 324 110 14 54 45 25 29 125 520
internal_value=0 -0.000111294 0.000317903 0.00041405 -0.000185516 -0.000132035 -0.000114879 -0.000642374 -8.01372e-05 -4.92352e-05 0.000274957 0.000155503 -0.000143257 -0.000115959 -8.72064e-05 -5.28672e-05 -0.000802233 -1.71204e-05 5.58377e-06 -2.68149e-05 2.33367e-06 -0.000509865 3.83122e-05 6.60592e-05 5.32527e-06 4.99964e-05 -0.000377061 0.000140733 4.26662e-05 0.000105762
internal_weight=0 7.91204 1.00075 0.942194 0.319134 7.77136 7.65118 0.472778 7.1784 6.93342 1.55876 1.38559 5.37466 5.24291 5.11041 4.91073 0.223589 4.68714 4.60063 4.42894 4.32357 0.478399 0.270678 3.84517 3.44051 3.32261 0.582242 2.74037 2.41042 2.29662
internal_count=3910 3451 459 439 85 3328 3169 87 3082 2735 343 292 2392 2354 2132 1951 279 1672 1604 1539 1307 447 123 860 812 798 79 719 690 565
is_linear=0
shrinkage=0.00121906


Tree=623
num_leaves=31
num_cat=0
split_feature=401 156 1 0 4 4 1429 1 457 3 48 40 39 402 48 16 0 12 15 1373 147 4 52 1 48 160 1 159 150 52
split_gain=0.0292541 0.0283582 0.0288057 0.0649108 0.0510231 0.0679726 0.0505875 0.0484869 0.0637796 0.0432016 0.0452059 0.0497158 0.0429696 0.0577241 0.0414699 0.0418737 0.0635439 0.0498358 0.0781081 0.039609 0.0370262 0.0729303 0.0418951 0.0428266 0.0529727 0.0746385 0.0456914 0.0471697 0.0391046 0.0380137
threshold=0.10072000000000002 -1.0000000180025095e-35 0.085990000000000011 -0.084794999999999995 -0.00027999999999999998 -0.15333499999999997 0.084710000000000021 0.086560000000000012 0.53894500000000012 -0.083604999999999985 0.093845000000000012 -1.0000000180025095e-35 0.005105000000000001 0.076115000000000002 0.088875000000000023 -0.083144999999999983 -0.060094999999999989 0.085325000000000012 0.085120000000000015 0.09586500000000002 1.0000000180025095e-35 -0.034289999999999994 0.41469000000000006 0.14000500000000002 0.12738500000000003 0.088485000000000008 0.10786000000000001 -0.025079999999999995 0.090145000000000017 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4 12 -6 11 -11 13 19 15 17 -17 -5 -19 20 22 -22 23 24 25 26 27 -9 -27 -29
right_child=-2 2 7 14 9 6 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 28 -28 29 -30 -31
leaf_value=-0.0038145195406532762 -0.0035187111116943611 0.0033495486169604705 0.003015771919058332 0.0036379963483082292 -0.0029985886544208369 -0.0036695706324214807 0.0014833985281049015 0.003382763853485269 -0.0036950563907360407 -0.0028771933316278355 -0.003845326129488469 0.0012034438676811398 0.0017029676307080382 0.0034164821411407716 0.0021056938222008782 -0.0031675789531799814 2.6654003407738361e-05 -0.0033449420793182734 0.0015792579732439803 -0.0038376363945535671 -0.0026465147930214454 0.0032331426191629297 -0.0038191078437519073 0.0030452828933376125 -0.0024719041357170466 -0.0005552876490254161 0.00067271589236698049 -0.002840277977298447 0.0038601967146931083 -0.00063403667976143175
leaf_weight=0.02858354039608535 0.0352966963973812 0.026488041683478514 0.09106494518437136 0.079545952314220791 0.07769668915807415 0.2316830227346145 0.031411498090164969 0.033553655308878771 0.060042713274015003 0.051255118447443238 0.037387430867056537 0.28104213739880013 0.26965123555237358 0.071224518244434765 0.1524894364301872 0.1196546956343818 0.37014918412114395 0.066287723995174019 0.15884519903374894 0.039923449789057375 0.041113227882306091 0.12012549850987841 0.044837036278295161 0.060964047769175411 0.13588791711026704 0.04059519400834688 0.39510230367704935 0.15933954386718974 0.10303601269697538 0.39321203930012461
leaf_count=196 194 17 29 14 75 593 33 28 11 44 32 177 366 68 81 591 162 42 100 23 19 97 91 64 51 51 192 164 17 288
internal_value=0 -3.35671e-05 -4.69846e-06 -0.000374358 -0.00122239 -0.00246858 -0.00305435 0.000297526 0.000171784 -0.000415752 0.000127083 0.000574027 0.000293433 6.15216e-05 0.000285608 -6.37307e-05 -0.000753668 0.00104542 0.000129386 -9.09036e-05 7.00565e-06 0.00173393 -0.000196756 -7.38718e-05 -0.000224702 4.67743e-05 -0.000328762 -0.00100387 0.00261223 -0.00127025
internal_weight=0 3.77219 3.74361 1.68394 0.736964 0.289583 0.263095 2.05967 1.96861 0.447381 0.369685 0.332297 1.90857 1.63891 0.946972 0.794483 0.489804 0.304679 0.225133 1.56769 1.52777 0.161239 1.36653 1.32169 1.26073 1.12484 0.981208 0.586105 0.143631 0.552552
internal_count=3910 3716 3520 1961 971 643 626 1559 1530 328 253 221 1519 1153 990 909 753 156 142 1085 1062 116 946 855 791 740 672 480 68 452
is_linear=0
shrinkage=0.00381041


Tree=624
num_leaves=31
num_cat=0
split_feature=9 138 1372 8 401 11 4 150 474 1456 1211 474 15 43 4 481 3 41 15 128 1429 13 156 0 2 49 39 0 0 13
split_gain=0.0275691 0.027607 0.0310667 0.0311191 0.0274729 0.0284638 0.0374976 0.0535684 0.0463783 0.0363753 0.0341657 0.0345134 0.032074 0.0381538 0.0882311 0.0408634 0.0377098 0.0449559 0.0365108 0.0486469 0.036654 0.0339503 0.0593402 0.0426868 0.0369341 0.0483855 0.0340214 0.0426516 0.04069 0.0553328
threshold=-0.016839999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 0.088315000000000018 0.27020000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.094055000000000014 -0.11739999999999999 -0.50992999999999988 -0.51381999999999983 -0.0079799999999999992 -0.15327499999999997 0.07677500000000001 -0.106555 0.086435000000000012 0.084545000000000009 -0.094679999999999986 0.084330000000000016 -0.084304999999999977 0.086545000000000025 -0.088329999999999978 0.005105000000000001 0.12500000000000003 -0.017269999999999997 -0.086679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 10 -8 -9 -10 11 12 -5 -14 -15 -16 -17 18 -18 20 21 23 26 24 -20 -26 27 28 29 -23
right_child=1 -3 3 4 -6 -7 7 8 9 -11 -12 -13 13 14 15 16 17 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.003228104162150401 -0.0036167481961753983 0.0035980844259035734 -0.0036382727560104393 -0.0015101676906772719 -0.0033661627465631097 -0.0016071296141254581 -0.0023423896510729255 -0.0036589625185276262 0.0027535395245289183 -0.0015988146327193329 -0.0035958917501758003 -0.0030427929667124656 0.0024999758123918085 -0.0035467353647324145 -0.0031249247321255167 0.0021882606137109632 0.002129614371985904 -0.0035987763835073892 -0.0023578583108737313 -0.0036082400203000411 0.002317731331786066 -0.003603058982955759 -0.0030945030606542496 0.0022668683614730004 -0.002466413178541421 0.0021783456147847179 0.0015552129803412674 -0.0028489034405677796 0.0029283883129737746 -1.4076915125437218e-05
leaf_weight=0.032601011226234156 0.032373321628712204 0.026000379255492478 0.031470198184253451 0.16816116864334052 0.031955851443058125 0.14019452126240128 0.046069762393017299 0.018325524404644966 0.21895334758391971 0.027913266960240435 0.035156365085867836 0.04842268164111363 0.083164886065792643 0.086058711537593147 0.04829452357353714 0.11838702538262191 0.11749716265331311 0.041347001466419786 0.064627062853105599 0.045256096790808331 0.0964209714975367 0.057757419924661879 0.084384358181068708 0.1847729067049001 0.039838350396166788 0.10546264771255665 0.16204280336751242 0.073224847899837076 0.057179921623137342 1.3476403591473618
leaf_count=121 49 30 4 202 190 139 25 1 307 9 214 144 32 54 313 83 26 49 41 169 104 114 184 48 23 43 116 18 15 1043
internal_value=0 -8.85808e-05 -0.000115116 -8.34512e-05 -5.1925e-05 -2.18077e-05 4.40187e-05 0.00123145 0.0018523 0.00226142 -7.65653e-05 -3.57306e-05 1.3107e-05 0.000104157 3.11773e-05 0.000147628 0.000208512 0.000113908 0.000176922 7.79682e-05 0.00015135 5.53966e-05 -0.000155623 0.00100823 -9.95827e-05 0.000904855 -9.55826e-06 -0.000174658 -4.07698e-05 -0.000161573
internal_weight=0 3.63835 3.61235 3.57998 3.54851 3.51655 3.37636 0.311262 0.265192 0.246867 3.0651 3.02994 2.98152 2.81336 2.73019 2.64413 2.59584 2.47745 2.4361 2.31861 2.27335 2.17693 1.78223 0.394701 0.209928 0.145301 1.69785 1.5358 1.46258 1.4054
internal_count=3910 3789 3759 3710 3706 3516 3377 342 317 316 3035 2821 2677 2475 2443 2389 2076 1993 1944 1918 1749 1645 1490 155 107 66 1306 1190 1172 1157
is_linear=0
shrinkage=0.00359063


Tree=625
num_leaves=31
num_cat=0
split_feature=133 52 1 484 0 14 3 52 4 52 52 13 49 12 2 402 151 43 15 34 457 484 454 50 12 16 16 8 3 151
split_gain=0.0259512 0.029866 0.0306976 0.0338744 0.0334455 0.0329581 0.0364787 0.0474453 0.0398346 0.0398213 0.0452762 0.0351554 0.0669817 0.0483561 0.0445619 0.0366653 0.0392913 0.0603059 0.0505888 0.0438237 0.0412586 0.0541749 0.0521307 0.0474311 0.0526088 0.0428708 0.0452074 0.0509168 0.0315128 0.030675
threshold=-0.26719999999999994 -0.53420999999999996 0.10113500000000002 -0.0043499999999999988 -1.0000000180025095e-35 0.077685000000000018 -0.15121499999999996 0.16064500000000001 -0.48072499999999996 0.14114500000000005 0.11401500000000002 -0.091229999999999992 1.0000000180025095e-35 0.10129000000000001 0.097940000000000013 1.0000000180025095e-35 0.056555000000000001 0.021175000000000003 -0.089024999999999979 -1.0000000180025095e-35 -0.0015249999999999997 0.08764000000000001 0.085470000000000004 0.086815000000000017 0.10106500000000002 -0.095109999999999986 -0.094359999999999986 -0.092789999999999984 0.10223 -0.51118499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 28 29 6 8 9 -5 10 11 14 13 15 -8 16 17 19 -18 -13 22 23 -21 25 -25 -22 -27 -28 -3 -4
right_child=1 2 4 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0019944802293000155 -0.0035244079554975364 -0.0035316850264326786 -0.0032274997751270576 -0.00072543951759137886 0.0030578378928877025 -0.0035287232694269301 -8.8044660512843868e-05 -0.0028225666346666633 0.0027983639317555281 0.0032055060717939531 -0.0035529129340018009 -0.0030541501730511492 -0.0026671450781039501 -0.0034517810040003843 0.0023645308148749185 -0.0027773878707451106 -0.0033869087378457269 -0.0021736798927520519 0.00051976655311274447 -0.0035419411927069735 0.0032703905623990008 -0.003531083185145216 0.0017676892321054271 -0.0035673530384815566 0.0035838023242101154 -0.0036103164817673982 -0.0035665669083854352 0.0015041012077959663 0.0019919697201162558 0.00046023024551760392
leaf_weight=0.083480509038281858 0.029680735412967674 0.064996312881022589 0.028742988790327106 0.063171932270051911 0.060167956843088066 0.034734162047698081 0.23688976759558711 0.082239069589149838 0.10723863628663988 0.044319669104879611 0.047795021947194871 0.037579167696096816 0.13775318597527064 0.051047453527189535 0.14989294333827274 0.054805168510938418 0.08241908686250099 0.10168037128778451 0.081884242725209222 0.056258103077199917 0.13681495662967913 0.030604038691080859 0.038661368133034557 0.047502990791144839 0.017424248158931732 0.024330034852029114 0.025646196678283273 0.56889161160221258 0.015937346679493203 1.0153033940109706
leaf_count=238 214 458 21 9 134 71 155 274 46 12 62 39 308 106 32 191 17 89 33 61 33 40 7 93 1 1 2 443 11 709
internal_value=0 -8.3256e-06 2.19699e-05 -0.000206283 0.00050578 -0.000126133 -7.30125e-05 -0.000202833 0.00149207 -9.35918e-05 -0.000169434 -8.34203e-05 -0.000328404 -9.07375e-05 0.000862421 4.07861e-05 0.000164377 0.000407231 -0.00143993 0.000674004 0.000822082 0.00106756 -0.00137929 0.00123906 -0.00164823 0.00148713 0.0010929 0.00128537 -0.00244397 0.000358706
internal_weight=0 3.47441 3.44473 2.34052 1.10421 2.25958 2.22485 2.05444 0.170411 1.9722 1.92788 1.88008 1.4933 1.35555 0.386783 1.3045 1.2497 1.08539 0.164303 0.983713 0.946134 0.851214 0.0949195 0.82061 0.0649272 0.755683 0.618868 0.594538 0.0809337 1.04405
internal_count=3910 3672 3458 2594 864 2125 2054 1999 55 1725 1713 1651 1464 1156 187 1050 859 809 50 720 681 613 68 573 94 479 446 445 469 730
is_linear=0
shrinkage=0.00352023


Tree=626
num_leaves=31
num_cat=0
split_feature=403 151 39 484 51 52 158 48 1 133 148 52 12 43 51 14 484 12 484 11 3 49 133 0 1374 0 15 15 48 3
split_gain=0.0823819 0.0898044 0.0838903 0.0792317 0.0769241 0.0767938 0.0738152 0.070686 0.108456 0.0724871 0.0731988 0.0797641 0.0811974 0.0756587 0.0687405 0.0658525 0.0585556 0.0633612 0.0637179 0.058258 0.0574371 0.075537 0.113434 0.109429 0.110778 0.069429 0.0826186 0.0661685 0.119449 0.136155
threshold=-1.0000000180025095e-35 -0.08514999999999999 0.005105000000000001 0.073820000000000011 -0.40274499999999996 -0.42985499999999993 0.11034000000000001 0.11930500000000001 0.10420500000000001 -0.26719999999999994 -0.07990499999999999 0.12539500000000003 0.11742500000000002 -1.0000000180025095e-35 0.13339000000000004 -0.46637499999999993 -0.0043499999999999988 -0.0089849999999999982 0.091130000000000017 0.091445000000000012 -0.11266 -0.085974999999999982 0.089725000000000013 -0.10071499999999999 -0.094679999999999986 -0.045139999999999993 0.079360000000000014 0.083935000000000023 0.086870000000000017 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -3 -4 -2 7 8 16 -10 -11 12 15 -13 -9 -12 -7 -18 20 -6 25 22 -22 24 -23 26 -19 28 29 -25
right_child=2 3 4 -5 19 6 -8 14 9 10 11 13 -14 -15 -16 -17 17 18 -20 -21 21 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00075539997314868557 -0.00098981139118937793 -0.0013016487959531234 -0.0014099364363485299 0.00042211240542221467 0.00068067312363660933 -0.00095711677940044028 -0.0013861482088399692 -0.0010405396460535605 -0.0011969285267923828 -0.00085478291002107239 -0.0002829534406784505 -0.0014122971012484027 -0.00025869199121634177 0.00049922708585027056 0.00012855990419403102 0.0011089121802918276 -0.0011634308170086036 0.00046114682855783964 -0.0011347920993756012 -0.0012285482502675173 -0.0012170284101802207 -0.00042014780881434254 0.00047381175790455507 -0.00117344935691782 0.00063796002299491242 0.00079882178122002087 -0.0014160376583061734 0.0001388466966802155 0.00042590896236703807 0.00065051183837192092
leaf_weight=0.073174647885025479 0.1660274350997496 0.26366843894811598 0.040318486775504425 0.065221522594583803 0.61567498399381282 0.1410860202604457 0.076655861778817669 0.24041694089100918 0.051529882352042367 0.072577938066387904 0.074478675756836088 0.068421710369875655 0.12564424863376189 0.099862554445280693 0.16720951008028351 0.63451412600261392 0.095106031032628713 0.12438369511073688 0.094944125891743059 0.033020723145455122 0.23642604404449397 0.25866126175969839 0.1159629064022738 0.44791119989440387 0.77636896834883484 0.36396762466756705 0.072931381864691502 0.52871271830008482 0.1968004671689414 0.097769740008516237
leaf_count=25 333 845 15 60 396 350 122 62 17 20 26 28 25 27 33 230 38 42 127 11 62 15 24 317 107 49 44 381 70 9
internal_value=0 -0.000647649 7.04723e-06 -0.000959813 0.00046684 -5.24088e-05 -2.22607e-05 -1.70306e-06 4.70292e-05 0.000425499 0.000503233 0.000601508 0.000778833 -0.000277968 -0.000560972 0.000962699 -7.30897e-05 -3.65132e-05 -4.18086e-06 0.000583488 2.91571e-05 -5.67769e-05 -0.000660613 3.54886e-05 0.000373532 0.000436199 -0.000232696 -0.000239752 -0.000509348 -0.00084665
internal_weight=0 0.402065 6.01739 0.32889 0.689014 5.32837 5.16234 5.08569 4.67806 1.12703 1.0755 1.00292 0.834637 0.168284 0.407626 0.708993 3.55103 3.40995 3.31484 0.648696 3.2199 2.65861 0.352389 2.30622 1.03503 0.561283 0.197315 1.27119 0.742481 0.545681
internal_count=3910 930 2980 905 422 2558 2225 2103 2008 373 356 336 281 55 95 256 1635 1285 1247 407 1120 985 86 899 122 135 86 777 396 326
is_linear=0
shrinkage=0.00140032


Tree=627
num_leaves=31
num_cat=0
split_feature=1 52 158 0 14 484 42 42 13 455 51 2 160 2 2 4 0 0 3 1212 42 49 52 16 48 42 15 12 48 42
split_gain=0.120389 0.096597 0.0949485 0.0903356 0.0895807 0.0874228 0.0972833 0.1198 0.108704 0.104165 0.103376 0.101062 0.142921 0.111996 0.135168 0.1314 0.117304 0.109619 0.155959 0.103996 0.103564 0.139192 0.106274 0.0992221 0.133439 0.0878911 0.107321 0.0795162 0.0774575 0.0827758
threshold=0.10113500000000002 -0.42985499999999993 0.11174500000000002 -1.0000000180025095e-35 0.077685000000000018 -0.0043499999999999988 -1.0000000180025095e-35 0.092145000000000019 -0.014114999999999997 0.081825000000000009 -0.10748999999999999 0.086650000000000019 0.085220000000000004 0.087005000000000013 0.088675000000000018 -0.51381999999999983 0.039665000000000006 -0.10131499999999999 -0.084014999999999992 -0.5172699999999999 0.091330000000000008 -0.085974999999999982 -0.10201499999999998 -0.094359999999999986 0.088120000000000018 -0.087904999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11930500000000001 -0.11145999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 28 5 -1 25 10 9 -9 -8 12 17 -13 27 -16 20 -12 -19 -20 21 -17 -23 24 -24 26 -7 -15 29 -3
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 11 13 -14 14 15 16 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00089052510701581827 -0.0012000314935157639 -0.00044022692051422382 -0.0011153383909713716 0.0010732281733402606 -0.0012010654092090912 -0.001031198960992149 -0.0011989437092610178 -0.0011739012540486211 1.874102630520674e-05 0.00078148566678793417 0.0003054332962577781 0.0011436061134251368 -0.0011430002664911171 0.0012014435174218089 -0.0012232028517184758 -0.00074026812116151429 0.00091217899232592307 0.00057347055937410473 0.00090897177364395007 -0.0010973674582670857 0.0010762853758524134 -0.0011527075095901925 0.00046994941228023545 0.00069251493903520471 -0.00085134339837335607 -0.0010747930943215919 0.00010978842723105312 -0.0012074315937370733 -0.00024059341303948488 0.00035225749903434247
leaf_weight=0.21253355069620727 0.074727530653035834 0.21055892610456939 0.078901174259954021 0.16442268835089624 0.11590206829714578 0.16685130884616228 0.092802428836876394 0.32390878320438787 0.31339442099852011 0.044227435515495017 0.64336094280588429 0.17759822110383572 0.18949832181533555 0.022664091186015867 0.083385026518954519 0.25633708894020024 0.37011164365685556 0.15359094294399245 0.041739035801583446 0.31847444551749571 0.15723655806868908 0.072765410561260513 0.26813760957156785 0.53462509516611789 0.18416518373123836 0.25153667885933817 0.40016758879755798 0.14356040438724482 0.54396576929138962 1.7782286926340016
leaf_count=486 115 20 37 130 108 144 73 404 40 17 44 21 46 2 11 41 44 83 15 256 19 53 41 121 15 472 244 123 109 576
internal_value=0 0.000140877 0.000176972 0.000214776 -0.000161397 -0.000139175 -0.000108526 -3.80189e-05 -0.000498584 -0.000938983 4.65862e-05 7.8541e-05 -0.000180859 0.000232389 0.000155069 0.000244278 0.00031066 -2.32984e-05 -0.00043492 -0.000864887 0.000159547 5.00169e-05 0.000241185 0.000343955 -6.80445e-05 -0.0004868 -0.000225959 -0.00087899 0.000159047 0.000268355
internal_weight=0 2.8508 2.77608 2.69718 5.53857 5.42267 5.21014 4.39158 0.681531 0.368136 3.71005 3.61725 1.34666 2.27059 2.09299 1.92676 1.84338 1.15717 0.513804 0.360213 1.47327 1.31603 1.05969 0.986928 0.452303 0.818556 0.567019 0.166224 2.53275 1.98879
internal_count=3910 987 872 835 2923 2815 2329 1469 461 421 1008 935 444 491 470 345 334 398 354 271 290 271 230 177 56 860 388 125 705 596
is_linear=0
shrinkage=0.00119516


Tree=628
num_leaves=31
num_cat=0
split_feature=4 151 11 150 1 0 4 43 0 16 13 49 0 1 4 12 49 457 151 15 15 15 0 159 0 124 42 160 43 15
split_gain=0.114998 0.119584 0.107464 0.0954292 0.107054 0.0937937 0.133724 0.161148 0.120271 0.155964 0.116306 0.109096 0.108418 0.112954 0.102719 0.0953769 0.0863242 0.107101 0.147343 0.101464 0.08559 0.0881107 0.0737296 0.0715038 0.0842706 0.0654015 0.0691407 0.0992884 0.109554 0.145097
threshold=0.27020000000000005 -0.27336999999999995 0.08184000000000001 0.081245000000000026 0.11774500000000002 -0.017269999999999997 -0.49837999999999999 -0.46376499999999993 -0.10071499999999999 -0.014099999999999998 -0.14258499999999999 -0.082084999999999977 -0.10209999999999998 0.076710000000000014 -0.07712999999999999 0.086305000000000007 -0.047309999999999998 -0.0034949999999999994 0.056555000000000001 -0.089024999999999979 -0.106555 -0.11739999999999999 -0.091234999999999983 -0.11345499999999999 -0.23274999999999998 -0.088739999999999986 0.08401500000000002 -1.0000000180025095e-35 -0.074254999999999988 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 8 7 -7 9 12 -10 -11 13 -1 -15 -8 17 -16 19 -19 21 -18 -12 -6 -25 -24 -27 -28 29 -29
right_child=1 3 -4 -5 23 6 15 -9 10 11 22 -13 -14 14 16 -17 20 18 -20 -21 -22 -23 25 24 -26 26 27 28 -30 -31
leaf_value=-0.0010544825444621319 -0.001207561165018673 -0.00025862769583791088 -0.001171164899282568 0.0012736033461866936 -0.0011264670531312307 0.00086750945673899084 0.00089213220256765169 -0.00097798298188849029 0.00069400557063373463 -0.00057788814573246227 -0.0012097673208952917 0.0007024109894685815 0.00069322421013710063 0.00087161344839746795 -0.00093512768079596551 -7.347891254128817e-05 -0.00070013376088175173 0.0012883168810802609 -0.0007899348359762129 1.9613791858113009e-05 -0.0010601435642283831 0.00047816346238768043 0.0011815361038621799 -0.001283663899203721 0.0012742704009637723 -0.00080331344912462925 -0.0010932202472965309 -0.00029195137536255656 -0.00080711479936709221 0.00093831083726864811
leaf_weight=0.38792374818149378 0.10177142231259495 0.50758055831829541 0.25872449319285795 0.12447061239436152 0.028646615319303237 0.099032118450850248 0.29741521635878576 0.32885659347084584 0.1116641765256644 0.14307042209838983 0.31002296208771474 0.4253984180541005 0.14621303956664622 0.11305342721607381 0.17498551728203893 0.36832749846507795 0.27295771185890838 0.1902817609225167 0.17122941470006481 0.21708967412996638 0.42316567015950324 0.16307954984949902 0.034397466773954277 0.023164172656834126 0.19619721820345148 1.1940313353406966 0.26164442598747095 0.57463884123353726 0.35951696983829362 0.21077433917162125
leaf_count=112 20 119 160 100 7 6 91 106 38 36 274 98 23 29 29 55 61 23 17 24 53 15 10 2 224 964 469 243 473 29
internal_value=0 9.40696e-05 -0.0003685 0.000244592 7.50798e-05 -0.000338743 2.34497e-06 -0.000550856 -0.000402127 -0.000213641 -0.000576539 0.000380189 -0.000363012 -0.000436073 -0.000297071 0.0003579 -0.000378994 -6.56762e-05 0.000197271 0.000612221 -0.000653797 -0.000259446 -0.000624713 0.000758055 0.00100416 -0.000555878 -0.000578858 -0.00038832 -0.000227233 3.82031e-05
internal_weight=0 0.981831 7.23749 0.880059 0.755589 6.97877 1.09363 0.427889 5.88514 2.82845 3.05669 0.568469 2.25998 2.11377 1.72584 0.665743 1.61279 0.753586 0.578601 0.407371 0.859203 0.436037 2.94503 0.248008 0.219361 2.635 2.60061 1.40657 1.14493 0.785413
internal_count=3910 472 3438 452 352 3278 258 112 3020 520 2500 134 386 363 251 146 222 93 64 47 129 76 2462 233 226 2188 2178 1214 745 272
is_linear=0
shrinkage=0.00126831


Tree=629
num_leaves=31
num_cat=0
split_feature=51 31 147 1 133 14 48 147 52 11 13 16 124 4 1 47 51 42 13 42 3 455 4 4 49 0 16 2 393 1
split_gain=0.0268525 0.0300852 0.0275024 0.0314808 0.0328822 0.0311715 0.0303591 0.0434742 0.0374669 0.0357835 0.0533459 0.0684979 0.0575151 0.0530524 0.0305918 0.0302694 0.0481798 0.0300472 0.0584539 0.0522797 0.0528189 0.041946 0.034981 0.0598113 0.0523546 0.0548028 0.0461456 0.0626887 0.0440546 0.0440187
threshold=-0.42891999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10113500000000002 -0.26719999999999994 0.077685000000000018 -0.086624999999999994 1.0000000180025095e-35 0.41469000000000006 0.088315000000000018 -0.023539999999999995 0.050115000000000007 -0.52484999999999993 0.028075000000000006 0.11831500000000002 0.10648500000000001 0.12342500000000002 0.092145000000000019 -0.014114999999999997 0.091330000000000008 -0.15327499999999997 0.081825000000000009 -0.082509999999999986 -0.51381999999999983 -0.085974999999999982 -0.10071499999999999 -0.057604999999999996 0.086545000000000025 0.087665000000000007 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 17 -6 8 9 10 12 13 -8 -12 -11 16 -15 19 21 20 -4 -19 23 -22 -24 26 27 -26 29 -25
right_child=1 2 3 4 6 -7 7 -9 -10 14 11 -13 -14 15 -16 -17 -18 18 -20 -21 22 -23 24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0039744519198139979 0.0039926110307605183 -0.0034181747637879196 0.0023797824072435674 -0.0032438472136573169 -0.0018944002292075302 -0.0039727434140325729 -0.0039823229026930886 0.0039766035250249233 -0.0026066388668400083 -0.0029697168442516949 0.0035197801252180518 -0.0022843113908274011 0.0028713172597211469 0.0023125137917750227 0.0019801901629641059 -0.0017660604481714237 -0.0019354027661166952 -0.0039228255560937288 0.00026456056562994013 0.0031446096748902262 -0.0034119171325624818 0.0029024163369028898 -0.002854869816832588 0.002040377172217884 -0.0024874154528491069 -0.0014890452838388164 0.0019557576804688343 0.00051520538401940137 -0.0039809407082125117 -0.0011364014410655398
leaf_weight=0.027580833885167855 0.028731293833062277 0.038378848223147854 0.11737248591271265 0.035690005022843141 0.070439073300803901 0.035843410617417137 0.020693086320534126 0.063368419126163644 0.054478397751154262 0.067203896152477682 0.10395718920699437 0.12437844035957824 0.27469972446124302 0.14147789699563873 0.02771479357033968 0.085259639694413636 0.059655945282429457 0.13241376776522884 0.15946057096698485 0.076421301043410383 0.05334133963651766 0.015844749665120617 0.15569870230320004 0.31871149488188355 0.15161818156411755 0.45556536902312594 0.18796404173463255 0.39131689739315334 0.025844617282928084 0.087334137152083713
leaf_count=102 112 35 66 33 27 108 6 81 55 62 76 81 296 64 26 31 5 457 42 47 36 15 94 348 36 1192 65 128 63 121
internal_value=0 -4.76736e-05 -8.05382e-05 -4.38744e-05 0.000500741 -0.000303893 0.000622978 0.000796332 0.000586301 0.000778498 0.00104832 0.00027767 0.0023912 0.001094 -0.00152442 0.000213474 0.00105259 -0.000247427 -0.00140148 -7.17274e-05 -0.000198116 -0.0031934 -0.000363693 0.000548528 -0.000693488 -0.000409851 0.000262804 -0.000323296 0.00103767 0.0013571
internal_weight=0 3.56088 3.53215 3.49377 1.12902 2.36475 1.09333 1.02289 0.959519 0.905041 0.810122 0.514729 0.295393 0.390351 0.0949187 0.286393 0.201134 2.32891 0.307719 2.02119 1.94477 0.148259 1.82739 0.485232 1.34216 1.18646 0.730899 0.542935 0.43189 0.406046
internal_count=3910 3808 3696 3661 843 2818 810 783 702 647 559 257 302 176 88 100 69 2710 514 2196 2149 472 2083 568 1515 1421 229 164 532 469
is_linear=0
shrinkage=0.00396435


Tree=630
num_leaves=31
num_cat=0
split_feature=1 0 3 2 0 123 16 3 15 133 4 44 1365 0 48 1429 133 475 484 402 4 148 16 48 15 13 13 0 13 130
split_gain=0.139132 0.139394 0.129021 0.120773 0.16554 0.146187 0.129895 0.110646 0.139349 0.107957 0.136567 0.125542 0.105842 0.122394 0.126475 0.104465 0.100711 0.11854 0.0993484 0.0973823 0.0908905 0.0821284 0.0799354 0.0779239 0.115692 0.0872496 0.108221 0.0903259 0.0953461 0.120397
threshold=0.077800000000000022 -0.084074999999999997 -0.083604999999999985 0.086650000000000019 -0.017269999999999997 0.086020000000000013 -0.15168999999999996 -0.0026499999999999996 -0.11739999999999999 -1.0000000180025095e-35 -0.14963999999999997 1.0000000180025095e-35 0.084525000000000017 -0.13506999999999997 0.12862000000000004 0.084545000000000009 0.084285000000000013 -0.082139999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0021050000000000005 -0.080629999999999993 0.032820000000000009 0.086065000000000016 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.083424999999999985 -0.028919999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 7 8 -2 -5 22 12 13 14 18 -8 17 -4 -12 -3 -18 -20 -11 24 -21 -26 -27 -28 -29 -30
right_child=3 19 16 5 -6 -7 15 -9 -10 10 11 -13 -14 -15 -16 -17 20 -19 21 23 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.0012142259030454993 -0.0012088223658633475 -0.0012748657188763816 0.00085219631131713282 0.00090167944716342083 0.00082775219239864385 0.0012369029506390876 -0.00054332509723621582 0.0012526946053579176 0.00038073574375582011 8.86045168262731e-06 -0.00070675172453510307 -0.0011698903390808507 -0.001039373388676493 0.0011399239086186997 -0.00067851161995877011 0.00099526278622421032 -0.0012770247305179195 -0.0010838895720127906 -0.00049246977526725289 -0.0012724606630675466 0.00025425256471626784 0.00059562913734861108 -0.0010904646918432075 0.00059854632530071381 -0.0013090426673728469 0.0012909301991761678 0.00082269507737467787 -0.0007444706854142939 -0.00078907703319349906 0.00035611847594491357
leaf_weight=0.38501504091800598 0.12339399228585535 0.10152098264552467 0.059405816820799373 0.27523502830808944 0.24545421444054216 0.21488251424307225 1.4422021539230625 0.13346861014360967 0.3156787166808499 0.19668099591217569 0.12638841874286333 0.10139183768478699 0.093016606173477956 0.26700345625431343 0.22081101208459597 0.074661980121163762 0.07270165777663351 0.35405856965917359 0.12515197036555048 0.12688540867020481 0.43808418791013537 1.0294044305919665 0.23179369996068999 0.29546733444294648 0.078741397708654071 0.10665617790073123 0.16995406897331067 0.32794389072296259 0.19697208120487575 0.59006423075880055
leaf_count=479 22 199 13 90 131 136 754 61 59 33 25 28 17 117 28 14 106 325 24 250 101 176 170 78 3 7 33 189 56 186
internal_value=0 -0.000275809 -0.000597349 5.68365e-05 -0.000157558 0.000230544 -0.000273308 0.000241422 -6.59828e-05 0.000149457 6.28893e-05 0.00020448 0.000279328 0.000348677 0.000207998 -0.000467594 -0.000340376 -0.000805716 0.000360815 -6.47071e-05 3.63013e-05 0.000477681 -0.000585846 2.04165e-07 -0.000110482 -1.02071e-05 6.32859e-05 -3.86149e-05 -0.000169903 6.95097e-05
internal_weight=0 3.30347 1.30927 5.21662 2.33486 2.88176 2.08941 0.572541 0.439073 2.66688 2.39164 1.96317 1.86178 1.76876 1.50176 1.51686 0.92425 0.413464 1.28094 1.99421 0.510786 1.15456 0.428475 1.89268 1.59722 1.47033 1.39159 1.28493 1.11498 0.787036
internal_count=3910 2025 1024 1885 1041 844 910 142 81 708 618 415 387 370 253 768 545 338 225 1001 207 200 203 802 724 474 471 464 431 242
is_linear=0
shrinkage=0.00126831


Tree=631
num_leaves=31
num_cat=0
split_feature=158 1 0 4 4 1429 3 48 40 1 457 132 131 48 16 0 12 15 15 104 1446 52 1373 101 10 147 129 4 44 1
split_gain=0.0261603 0.0277867 0.0528719 0.0463767 0.0500191 0.0401487 0.0387275 0.0378524 0.0439621 0.0367539 0.055297 0.0368976 0.0367606 0.0337884 0.0375662 0.059099 0.0422245 0.0562702 0.0341236 0.0335055 0.0344784 0.0347651 0.0344253 0.0340541 0.0371966 0.0337104 0.0316139 0.033402 0.0396598 0.0385268
threshold=0.11034000000000001 0.085835000000000009 -0.084794999999999995 -0.00027999999999999998 -0.15333499999999997 0.084710000000000021 -0.083604999999999985 0.093845000000000012 -1.0000000180025095e-35 0.086560000000000012 0.53894500000000012 0.079995000000000011 0.10340500000000001 0.088875000000000023 -0.083144999999999983 -0.060094999999999989 0.084475000000000008 0.085120000000000015 -0.038029999999999987 0.077595000000000011 0.091520000000000018 -0.42985499999999993 0.09586500000000002 -0.08175499999999998 -0.012684999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.15534499999999998 0.085085000000000008 0.10561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -8 -3 11 19 -13 14 16 -16 -4 -18 -15 20 21 -11 23 -23 -25 -26 27 29 -29 -27
right_child=-2 9 13 6 5 -7 7 -9 -10 10 -12 12 -14 18 15 -17 17 -19 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0023006567274438386 -0.0026386600403448548 0.0022388210018607592 0.0031217635285342186 -0.0026200711403465246 -0.0030512208147623569 0.00097774439840039471 -0.0023706303117044946 -0.003214313775471999 0.00090052489711796573 -0.0026650848306209742 -0.0030691171748804822 0.0025429747447058637 -0.0024495193312128734 -0.00028316837424851438 -0.0026574164611016917 -1.4346511552450232e-05 -0.002361751723758459 0.0012021073764245677 0.0028861951125813963 -0.0026598788317989631 -0.0031536713697984018 -0.0032186277179015919 -0.002613592262047524 0.0024219917857871481 -0.0029420370304382845 -0.0031178676332050633 -0.0023414587328082349 0.00074111884368229116 -0.002980933750294768 0.00050102484198236998
leaf_weight=0.023847433712944621 0.039547132638290239 0.087902227477570594 0.0625597229227427 0.06534849709350965 0.20200041501391297 0.02871802469553586 0.04948369578414713 0.032664472675151046 0.26776775702023803 0.04090417524457679 0.053383982798550167 0.11119327880851404 0.017329645655081549 0.058600802949513309 0.114191856075195 0.34836032852490428 0.063971197163937177 0.15217228990331932 0.084089613010291941 0.043650392156450724 0.031100251716452365 0.026118122623301931 0.039808080058719386 0.091593775759065355 0.031396216589200665 0.053884465340159893 0.041461194166913518 1.1639603745406941 0.029848462909285556 0.067202710838500934
leaf_count=24 167 42 10 71 598 52 46 36 195 161 11 111 40 73 625 192 49 115 21 42 47 5 22 94 10 37 31 922 20 41
internal_value=0 -3.08e-05 -0.000348184 -0.00102383 -0.00209535 -0.00254973 -0.000366965 5.38133e-05 0.000390302 0.000224617 0.000128541 0.000223935 0.0018698 0.000163802 -0.000109696 -0.00066685 0.000814989 0.000147325 0.00158459 9.65778e-05 0.000170975 0.000236161 0.000312959 0.000390344 0.000454061 0.000324174 0.000399779 0.000486215 0.000648057 -0.0011094
internal_weight=0 3.48451 1.55378 0.66983 0.254566 0.230718 0.415264 0.349916 0.317251 1.93074 1.84284 1.78945 0.128523 0.883946 0.741255 0.462552 0.278703 0.216143 0.14269 1.66093 1.61728 1.58618 1.54527 1.50547 1.47935 1.38775 1.35636 1.3149 1.19381 0.121087
internal_count=3910 3743 2107 1022 674 650 348 277 241 1636 1594 1583 151 1085 991 817 174 164 94 1432 1390 1343 1182 1160 1155 1061 1051 1020 942 78
is_linear=0
shrinkage=0.00318838


Tree=632
num_leaves=31
num_cat=0
split_feature=1 0 39 3 16 2 48 14 51 0 16 48 51 402 16 1 1 1 44 122 15 475 133 49 42 12 3 0 133 48
split_gain=0.122454 0.147785 0.127514 0.126944 0.113501 0.116201 0.130171 0.166888 0.186985 0.123631 0.111514 0.100519 0.0976589 0.097081 0.0876439 0.0865168 0.100368 0.0866092 0.0817203 0.0800272 0.0768216 0.0831775 0.105251 0.0749068 0.0849542 0.0762271 0.13843 0.104294 0.0746864 0.0831765
threshold=0.076710000000000014 -0.084074999999999997 0.005105000000000001 -0.083604999999999985 0.070590000000000014 1.0000000180025095e-35 0.084500000000000006 0.077685000000000018 0.11675500000000001 1.0000000180025095e-35 -0.055679999999999993 -0.09386499999999999 -0.40274499999999996 -1.0000000180025095e-35 0.67964000000000013 0.086145000000000013 0.086915000000000006 0.088965000000000002 0.086480000000000015 0.10299000000000001 0.091195000000000012 -0.082139999999999991 0.084285000000000013 -0.18178499999999997 0.090325000000000003 0.10106500000000002 -0.078884999999999997 -0.10209999999999998 0.086975000000000011 0.089715000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 9 7 8 11 10 23 -7 -4 -3 -6 -8 -17 -18 19 -14 21 -5 -23 -2 25 26 -25 -28 -24 -30
right_child=2 13 12 20 14 6 15 -9 -10 -11 -12 -13 18 -15 -16 16 17 -19 -20 -21 -22 22 28 24 -26 -27 27 -29 29 -31
leaf_value=-0.0014389525826242057 0.00088114448406927093 -0.0014339963160401746 -0.0014431728860340755 0.00095523172050511126 -0.00077779278173257832 -0.00059543767850226553 -0.0014441050189206992 -0.0014060960753316172 -0.0012511863347510763 0.0012832873860420609 -0.0012122932571875086 0.0010938925789685187 0.00097645051512877104 2.1044824386220794e-05 0.0010117732412217688 0.0012769755909040853 -0.0014484055663883074 2.4853401321968107e-05 -0.00088046655351229437 -0.0011376983484160813 0.00057394680722132948 -0.0014409780309426335 0.0004938432787263005 -0.0013572879369861631 -0.0013004343664860284 0.0008697215592519611 -0.0007974443875561519 0.00073227086217495408 -0.0014460665694779225 0.00030681890742260542
leaf_weight=0.33386711026105331 0.1203575753606857 0.09854705112047657 0.045359360636211932 0.064787863961100811 0.55838404957648879 0.078469970234436803 0.085315250325947889 0.077706947740807553 0.08587011561030522 0.096000774978165171 0.26933776999430881 0.85280240516294759 0.6434116102864208 1.8444037319804918 0.062034324000705965 0.12134317960590113 0.088271378073841222 1.0467929836668188 0.060135293140774593 0.038726090104319155 0.13835073017617106 0.26251128426156378 0.15614379032376746 0.18447053201816732 0.14945059228557511 0.13066598256409634 0.14719733420497505 0.23785670711913542 0.14557461522599624 0.088984445112146204
leaf_count=467 8 199 10 34 321 22 25 61 15 41 227 225 352 800 18 3 11 165 12 4 26 303 52 157 124 45 18 38 105 22
internal_value=0 -0.000295546 6.2172e-05 -0.000691886 -3.27262e-05 6.03933e-05 0.000245985 0.000611451 0.000765587 -0.000278252 -0.000399212 0.000951548 0.000591383 -5.27553e-05 -0.000598858 -5.22375e-05 4.2276e-05 -8.97186e-05 0.000715712 0.000856427 -0.000400626 -0.000588415 -0.000741519 -0.000173445 -0.000322834 -0.000114173 -0.000339908 0.000147496 -0.000271557 -0.000781076
internal_weight=0 3.13317 5.17996 1.19022 4.39233 3.77191 2.43657 1.09485 1.01714 1.33534 1.23934 0.931272 0.787632 1.94295 0.620418 1.34172 1.25641 1.13506 0.742273 0.682138 0.856353 0.718002 0.653214 0.969999 0.849641 0.700191 0.569525 0.385054 0.390703 0.234559
internal_count=3910 2008 1902 1009 1524 1185 527 323 262 658 617 247 378 999 339 204 179 176 368 356 542 516 482 390 382 258 213 56 179 127
is_linear=0
shrinkage=0.00142833


Tree=633
num_leaves=31
num_cat=0
split_feature=403 151 484 129 39 51 3 48 51 51 1 13 43 52 4 0 40 1 47 148 14 16 131 52 52 484 13 16 49 52
split_gain=0.0254332 0.0384207 0.0460511 0.0320265 0.0292647 0.0368757 0.0324501 0.0324027 0.042629 0.0411295 0.0465265 0.0379153 0.0606651 0.0477479 0.0394722 0.0339726 0.0424078 0.0331345 0.0535596 0.0455556 0.0567713 0.0451352 0.0444367 0.0365683 0.0375811 0.0350289 0.039138 0.0444958 0.0585549 0.0442287
threshold=-1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.11930500000000001 0.11975000000000001 0.13741000000000003 0.12811000000000003 0.17936000000000002 -0.15648499999999999 0.10599500000000002 -0.51381999999999983 0.16242500000000001 -0.080519999999999994 0.10420500000000001 0.10887000000000001 -0.07990499999999999 -0.46879999999999994 0.31524000000000002 0.08844500000000001 -0.40083499999999994 0.12539500000000003 -0.0043499999999999988 -0.098524999999999988 -0.19424999999999998 -0.14644499999999996 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 7 -6 -7 9 -9 10 11 12 -5 -13 -14 16 -16 21 19 -19 -21 22 25 -22 -25 -18 -27 28 -28 -29
right_child=3 2 -4 4 5 6 -8 8 -10 -11 -12 13 14 -15 15 -17 17 18 -20 20 23 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.00191423892535244 -0.0034584398432871586 -0.0031779354414068353 0.0012109502882380223 0.0024535292700977374 -0.0034643777370291628 0.0018338206113848719 -0.0010400562837362709 -0.0031473337622846633 -0.00012168002449517678 -0.0031565403734996377 0.0022773799226845299 -0.0023028001039398171 -0.0034737034667146421 0.0018269842830879975 -0.0034702608206516735 0.0030487009933042927 -0.0022911978884691897 -0.002437827354439176 -0.0027706047226246488 -0.0021133889605264946 -0.0020436575122578836 -0.0034752933853776369 -0.00346130326451722 0.0032299116592875089 -0.00017139803490817771 0.0014882654977237462 0.0018007121430647281 -0.00019357349689218804 -0.0024584181401003883 0.0014359839656547814
leaf_weight=0.035716212572879158 0.031465163334360891 0.11250332100394222 0.038125569362364331 0.1257486279610055 0.020578030711476458 0.25458627907482867 0.057336884585311054 0.091095196869900863 0.14179730318574002 0.047197281243370415 0.11133129571635425 0.15932520563683272 0.038526365862711187 0.042172135634245933 0.041405176263656585 0.044098824093452893 0.073501267791021507 0.033979504099988844 0.041521322287735529 0.039662013885390479 0.021482669755187089 0.04744875638243673 0.044510076759706751 0.22152439942328772 0.046879862813511863 0.22159688436977765 0.049671435284835752 0.80218894413563002 0.17013982436583663 0.26356451760625532
leaf_count=25 62 845 60 55 15 366 37 65 41 99 138 79 31 16 12 14 334 16 41 12 64 175 166 129 30 87 16 505 62 313
internal_value=0 -0.00130398 -0.00206707 6.69609e-06 4.02145e-05 0.00101035 0.00130555 -7.02409e-05 -0.00130516 3.67749e-05 9.38581e-05 -2.26655e-06 0.000122071 -0.00143846 -1.10885e-05 5.0581e-05 -1.18111e-05 5.71111e-05 0.000942771 0.0013669 0.00175921 -0.000157364 -6.04937e-05 0.00228905 0.00263583 3.52701e-05 0.000148727 -8.21732e-05 -0.00149597 0.000209422
internal_weight=0 0.186345 0.150629 3.28434 3.25287 0.332501 0.311923 2.92037 0.232893 2.68748 2.64028 2.52895 2.32745 0.201497 2.2017 2.16318 2.11908 2.07767 0.40505 0.363528 0.329549 1.67262 1.62517 0.289887 0.268404 1.58066 1.50716 1.28556 0.219811 1.06575
internal_count=3910 930 905 2980 2918 418 403 2500 106 2394 2295 2157 2062 95 2007 1976 1962 1950 292 251 235 1658 1483 223 159 1317 983 896 78 818
is_linear=0
shrinkage=0.00345121


Tree=634
num_leaves=31
num_cat=0
split_feature=4 12 150 31 1348 11 52 2 123 133 3 48 3 13 13 0 0 52 16 14 403 484 43 13 0 1 2 48 475 0
split_gain=0.0947237 0.103155 0.114139 0.0900913 0.0846449 0.102588 0.0840067 0.0907158 0.0922653 0.0976968 0.0775734 0.0699003 0.0743003 0.0718482 0.102043 0.131555 0.0905483 0.08091 0.0698217 0.117803 0.0695652 0.0760236 0.0699836 0.0685745 0.0651884 0.0714276 0.157379 0.115158 0.0632647 0.0629564
threshold=0.28937500000000005 -1.0000000180025095e-35 0.081245000000000026 -1.0000000180025095e-35 0.088030000000000011 0.08184000000000001 0.18936500000000003 0.092175000000000021 1.0000000180025095e-35 -0.084614999999999982 -0.10315499999999998 -0.074859999999999996 -0.080884999999999985 -0.5337599999999999 -0.10241499999999999 -0.069414999999999991 -0.11991499999999998 0.14114500000000005 -0.5152199999999999 -0.46637499999999993 -1.0000000180025095e-35 -0.0043499999999999988 0.088185000000000013 0.17936000000000002 -0.070894999999999986 0.094695000000000015 0.092450000000000018 0.12862000000000004 -0.086424999999999988 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 18 -1 5 6 7 20 10 -10 23 -12 -13 -14 16 17 -15 24 -3 -20 28 -22 29 -9 25 26 -16 -27 -5 -23
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 11 12 13 14 15 -17 -18 -19 19 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011892286899438927 0.0013775254434455703 -0.00092936179635017078 0.0011812969597614429 0.0011619862204125869 0.0012164091860050249 -0.001380169591249335 -0.00096138175052042942 0.00079852152348054988 -0.0012666406417191621 0.0009698496989159536 -0.0013416286343735711 -0.0010780943620475399 -0.0013341661815397649 -0.00051834311275723247 0.001368147019332723 -0.0011719300772819693 0.00096357006978274248 0.0012802050244893331 -0.00077449265237751615 0.00096929125969795764 -0.0013798136651296596 -4.4512265599212765e-05 -0.001049536920288233 -0.00035198835112831606 0.0010218959405688482 0.00099996547675168502 -0.0012892607941775891 -0.00069396088960466573 -0.0012516446038489755 -0.00046783466266880159
leaf_weight=0.067282584030181058 0.10631600225133297 0.22539300072821788 0.11058009995758766 0.021936003118753433 0.059991458481817861 0.20406457063290862 0.4543670023940648 0.22896948749257795 0.043905907499720342 0.22787266099476244 0.1273353173746733 0.19699588156072456 0.095122916362015641 0.11123379442142323 0.050864917917351704 0.25816458453482305 0.25786831718869518 0.078831023623934016 0.14768080721842125 0.14442318785586383 0.15078942151649322 1.0168173821366515 0.27100048335159943 0.170238078746479 0.074328489128674846 0.14649348228704184 0.24109737095113815 0.15639454039046541 0.30582208621490314 1.8982871971893467
leaf_count=59 201 39 72 6 33 158 422 44 17 88 24 147 8 41 6 205 47 7 28 86 296 94 108 21 24 27 195 18 696 693
internal_value=0 0.000126934 -8.4756e-05 -0.000391634 -0.000407164 -0.000421511 -0.000391802 -0.000349586 -0.00014599 0.000608544 -0.00023946 -0.00036121 -0.000286338 -0.000180262 -0.000100451 -0.000326946 0.000516976 -3.53125e-05 -0.000355289 8.76757e-05 -0.000486574 -0.000427293 -0.000382213 0.000307898 -0.000190284 -0.00034175 -0.000826294 0.000125316 -0.00109011 -0.000320176
internal_weight=0 0.734393 0.628077 6.91607 6.84879 6.7888 6.58474 6.13037 2.46572 0.271779 2.19394 1.79473 1.6674 1.4704 1.37528 1.00617 0.369102 0.74801 0.517497 0.292104 3.66465 3.33689 3.18611 0.399208 0.669179 0.59485 0.291962 0.302888 0.327758 2.9151
internal_count=3910 426 225 3484 3425 3392 3234 2812 919 105 814 749 725 578 570 482 88 277 153 114 1893 1191 895 65 270 246 201 45 702 787
is_linear=0
shrinkage=0.00137286


Tree=635
num_leaves=31
num_cat=0
split_feature=1213 475 151 4 482 1447 1444 457 457 11 4 130 160 48 1452 128 48 1 156 43 3 12 3 52 151 49 457 2 376 150
split_gain=0.0247424 0.031384 0.028242 0.0252413 0.0306559 0.028186 0.0270117 0.0259526 0.0398982 0.0305655 0.0403458 0.051861 0.0426801 0.0364441 0.0351237 0.0359054 0.0330765 0.0361208 0.0328648 0.030347 0.0560618 0.0500865 0.0781989 0.0485182 0.0556621 0.0548652 0.0506648 0.0457069 0.0455715 0.0454191
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.082489999999999994 0.51224500000000017 0.092060000000000017 -1.0000000180025095e-35 -0.084559999999999982 -0.23052999999999998 -0.067474999999999993 0.088160000000000002 0.25367000000000006 -1.0000000180025095e-35 -0.078874999999999987 -0.089609999999999981 1.0000000180025095e-35 0.086435000000000012 -1.0000000180025095e-35 0.11899000000000001 0.10477500000000002 -0.074254999999999988 -0.078669999999999976 0.089995000000000006 0.10666500000000002 -0.088779999999999984 0.056555000000000001 -0.047309999999999998 0.41137000000000007 0.087995000000000004 0.086355000000000015 0.08882000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -7 -9 10 13 -12 -13 -10 15 18 -11 -18 19 20 29 23 -23 -21 25 -25 27 -27 -22 -15
right_child=3 2 -4 -5 -6 7 -8 8 9 16 11 12 -14 14 -16 -17 17 -19 -20 21 28 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0032616039650419683 0.0012571293752764682 0.0029141593156529443 -0.0032559018371958928 0.0026814564770845863 -0.0029575676779543202 0.0023036740719210649 -0.0026695613960109089 -0.0016500105728616194 -0.0023270877204035183 0.0022443511460324946 -0.0025578173239419583 -0.001635076707437146 0.0021326950448171244 0.0003832590558542901 -0.0032696838288307369 -0.0025704069239305418 -0.0032673626115787223 0.0014441403077107592 -0.003079861325580446 -0.001488956211271383 0.0023022617443439375 -0.0026524087609236871 0.0007344137345492688 0.0023440619952731887 -0.0015252596034796761 -0.00016974076114442682 -0.0033121119283978707 0.0015321443758480454 -0.0012811883703415534 -0.0028322455875066654
leaf_weight=0.011361734941601753 0.024480694210524234 0.0088861578578871558 0.067041478577380409 0.036040266834333923 0.038041263554305149 0.052359752218764988 0.0762049401274697 0.14849182781017845 0.068845697496730529 0.020688041404355317 0.034369581048849795 0.03630210081973928 0.25627049172180694 0.46351049154873181 0.032807010040414641 0.051398763354200017 0.080754928295391326 0.021870933240279555 0.032307858690046376 0.14922744642990826 0.27026052270048739 0.17409316227849569 0.1230785206425935 0.18750600403291695 0.12651158493099501 0.38332343798718094 0.037494839401915669 0.29561559146986838 0.043588181897575851 0.051635909085234744
leaf_count=4 29 7 581 167 153 33 266 200 44 8 21 12 233 382 87 148 100 19 104 125 233 392 19 68 22 236 4 127 15 71
internal_value=0 -0.00177945 -0.00253379 -2.5368e-05 -5.51009e-05 -2.10542e-05 -0.00171483 3.32175e-05 -5.25576e-06 7.77753e-05 0.000147122 0.00122125 0.00166519 6.15515e-06 7.24681e-05 0.000118354 -0.00150705 -0.00226328 0.00017746 0.000223099 0.000721072 -5.64262e-05 -0.0012497 0.00024417 0.000495157 0.000777926 0.000368035 0.000571274 0.00180458 6.09516e-05
internal_weight=0 0.0872894 0.0759276 3.31708 3.28104 3.243 0.100686 3.14231 3.08995 2.94146 2.81815 0.326942 0.292573 2.49121 2.42236 2.38955 0.123314 0.102626 2.33815 2.30585 0.828995 1.47685 0.297172 1.17968 1.03045 0.90394 0.716434 0.678939 0.313849 0.515146
internal_count=3910 592 588 3318 3151 2998 295 2703 2670 2470 2343 266 245 2077 2033 1946 127 119 1798 1694 701 993 411 582 457 435 367 363 248 453
is_linear=0
shrinkage=0.00325215


Tree=636
num_leaves=31
num_cat=0
split_feature=1 0 3 3 4 475 2 15 49 2 16 147 48 14 132 1 13 133 38 160 41 1213 15 42 13 16 13 2 4 3
split_gain=0.0248071 0.0568671 0.0574711 0.0406314 0.043814 0.0563481 0.0389096 0.0317774 0.045926 0.0364653 0.0405193 0.0308313 0.0455178 0.0414971 0.0324929 0.035137 0.0348353 0.04225 0.0364597 0.0412512 0.0357533 0.0380304 0.0322732 0.0560143 0.0306848 0.0662432 0.0560952 0.0392484 0.0413514 0.0496468
threshold=0.076710000000000014 -0.084794999999999995 -0.083604999999999985 -0.08348499999999999 0.018480000000000003 -0.083684999999999982 0.10393500000000001 0.091195000000000012 0.12114500000000002 0.10251500000000001 -0.014099999999999998 0.088565000000000019 -0.098424999999999985 0.077685000000000018 0.080815000000000012 0.081005000000000008 -0.084084999999999979 -0.26719999999999994 0.13790500000000003 -0.15186999999999998 0.075585000000000013 0.05068000000000001 0.080970000000000014 0.22245500000000004 0.17936000000000002 0.23932500000000004 0.083175000000000013 0.11339500000000001 -0.51381999999999983 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 9 10 -6 13 -13 14 15 -2 17 -17 19 -19 21 -21 -18 -24 26 -26 27 28 -3 -30
right_child=11 24 3 4 6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 22 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0037502025032975423 0.0027032582286042215 -0.0037592473868358861 0.003733944760942087 0.0028364549241441596 -0.0037642306594619442 -0.0037596234310478195 -0.0037477728460482821 0.0033655789337274813 0.0037844364915249986 0.0030850127470223271 0.0022543321220294373 -0.0019986292398463494 0.0035886196768141463 -0.0032865622131135357 0.0021314577693470282 -0.0037534568074576594 -0.00017263068361610795 -0.0030170577014799861 -0.0037507352223711322 0.0031468863445684976 -0.00066345467452075594 -0.0024987527353187849 -0.0036294086002960201 0.003513665094991218 -0.0035624833043608286 0.0019219709620375159 0.0029786863879286175 -0.0037465189890061147 2.3608222538257192e-05 0.00333191198042269
leaf_weight=0.11752505958361326 0.066467966318669247 0.033236966267395696 0.026113879401236773 0.021379258470915374 0.069458158067845943 0.11690043826160967 0.033698093310476906 0.044563126037246548 0.030747843034987454 0.020743474684422836 0.020136161183472723 0.027455505420221016 0.078606277992548601 0.049967604963057854 0.11012049834334892 0.02444884695159999 1.2278606252834832 0.024377551304496592 0.018527290783822536 0.20981732921836727 0.054735209174396005 0.018086672040226404 0.085043139565868731 0.018686893308768049 0.081717411775571236 0.049260851545113837 0.10523630035891074 0.036435348758232067 0.39644679908519698 0.075331526575610042
leaf_count=415 29 18 5 29 101 322 40 7 4 7 4 23 113 102 146 18 819 41 6 250 35 18 293 9 65 15 60 157 747 12
internal_value=0 -0.000483357 -0.00146452 -0.000764502 -0.00109298 -0.00273981 -5.47893e-05 0.000615544 -0.000253079 -0.00137821 -0.00241157 0.0001819 0.00214229 7.29339e-05 0.000163273 3.92852e-05 -6.60137e-05 0.000982751 0.00133845 0.00164556 0.00204771 0.00269884 -0.000341669 -0.00234259 0.000149078 -0.00149978 0.000483034 -2.02102e-06 0.000268133 0.000551864
internal_weight=0 1.27893 0.501265 0.38374 0.357627 0.13828 0.219347 0.185649 0.141086 0.110338 0.0895943 2.0142 0.106062 1.90814 1.85817 1.74805 1.68158 0.349993 0.325544 0.307017 0.282639 0.227904 1.33159 0.10373 0.777665 0.130978 0.646687 0.541451 0.505015 0.471778
internal_count=3910 2008 934 519 514 351 163 123 116 112 105 1902 136 1766 1664 1518 1489 368 350 344 303 268 1121 302 1074 80 994 934 777 759
is_linear=0
shrinkage=0.0037357


Tree=637
num_leaves=31
num_cat=0
split_feature=101 101 1 484 52 1 151 15 1446 151 151 42 13 42 1186 3 158 49 0 3 457 3 15 3 484 16 3 457 16 52
split_gain=0.0239381 0.0412999 0.0243247 0.0410784 0.0365192 0.0336872 0.0589386 0.0371964 0.0319514 0.0329987 0.0394161 0.0316062 0.0550521 0.0416183 0.0318559 0.0360479 0.0307738 0.0334056 0.0670781 0.045787 0.0429192 0.0389848 0.0342109 0.0405443 0.0385639 0.0352295 0.0342023 0.0338126 0.031056 0.0328788
threshold=-0.08175499999999998 -0.041339999999999995 0.094385000000000011 -0.065229999999999996 -0.42985499999999993 0.091310000000000016 -0.079634999999999997 -0.14676499999999995 0.091520000000000018 -0.40391999999999995 -0.093064999999999981 0.092145000000000019 -0.014114999999999997 0.091330000000000008 0.08981500000000002 -0.15327499999999997 0.084965000000000027 -0.085974999999999982 -0.08317999999999999 0.084925000000000014 0.085230000000000014 0.090325000000000003 0.091915000000000011 -0.010319999999999998 0.087270000000000014 -0.17157499999999998 0.10666500000000002 0.082870000000000013 -0.089864999999999987 -0.15422999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 -5 9 -6 -11 13 -13 14 15 -9 17 18 -17 20 22 -21 23 24 25 -19 27 -23 -27 -30
right_child=1 2 4 5 8 6 -8 11 -10 10 -12 12 -14 -15 -16 16 -18 19 -20 21 -22 26 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0039204224218869653 0.0035779707040128035 -0.0038977519657004854 -0.0038941279509501366 -0.0035646168628468752 -0.0028489109994376655 0.0030163013625748385 -0.0037079040745190235 0.0025275268775371033 -0.0038305240165928799 0.0036348716831217506 0.00048530013592493551 -0.0038383627463541461 8.8888646259019545e-05 0.0032779263109408061 -0.003899851248131081 -0.0039012584663962744 -0.0032835135318562336 0.0035765953368993761 0.0017232331148179685 0.0036465160484064891 -0.0039130260391761814 -0.0023673842417416407 -0.00391151097975251 -0.0020604827584581919 -0.0038953930522536728 -0.0027773568008445013 0.0023953627018707762 0.0009805942978624296 -0.0038972197157690143 0.0010465688709599295
leaf_weight=0.024270689318655392 0.046805595033220793 0.048676747215837035 0.030093209345977701 0.046739374819367518 0.041844743904220993 0.024960131942862063 0.093270637260047695 0.087262129894952412 0.025853699023627885 0.063707629651616693 1.0376853136663158 0.086496381862843918 0.1431588439772894 0.061956451907008048 0.030590652494538406 0.084148398278557579 0.043076410598132386 0.061976079738087386 0.051714641274884232 0.086783091683173552 0.04657345498981158 0.073747098234889563 0.032994270233984935 0.10471887076346198 0.027475156615082597 0.040937336459137108 0.11278170723380754 0.11925304483156651 0.021486007962266407 0.3746891905398122
leaf_count=6 3 407 144 118 31 19 124 61 35 53 930 341 43 27 45 61 129 22 19 16 53 41 130 45 102 198 24 13 102 568
internal_value=0 -4.56954e-05 -0.000100326 -0.000373243 0.000333331 -0.000280846 -0.00228833 -0.000144327 0.000442149 0.000538773 0.00066748 -4.98355e-05 -0.00139025 0.000160698 2.27665e-05 0.000110379 -5.4104e-05 5.81479e-05 -0.00176036 0.00028206 -0.000306296 0.00134745 -5.34224e-05 0.000148222 0.000587472 0.000834257 0.000694954 -0.000298699 0.000445434 0.000778449
internal_weight=0 3.15146 3.10465 1.90547 1.19918 1.85679 0.118231 1.73856 1.16909 1.14324 1.10139 1.69182 0.229655 1.46216 1.40021 1.36962 1.28235 1.23928 0.135863 1.10342 0.71085 0.392565 0.664277 0.631283 0.526564 0.499089 0.305782 0.193 0.437113 0.396175
internal_count=3910 3904 3901 2708 1193 2301 143 2158 1049 1014 983 2040 384 1656 1629 1584 1523 1394 80 1314 1220 94 1167 1037 992 890 78 54 868 670
is_linear=0
shrinkage=0.00388662


Tree=638
num_leaves=31
num_cat=0
split_feature=1213 475 403 1456 453 4 11 124 38 1456 1374 1365 1 1373 160 2 16 51 158 157 159 12 43 4 12 3 131 47 47 49
split_gain=0.0227793 0.0259977 0.0250352 0.0244533 0.0260659 0.0256265 0.0278068 0.030513 0.0586967 0.0372702 0.0306293 0.0272237 0.0284654 0.0348395 0.0378928 0.0431677 0.0436004 0.0345834 0.0345758 0.0315246 0.0378454 0.0360234 0.0477407 0.0538952 0.0349031 0.0311936 0.0278417 0.0275911 0.0415924 0.0283308
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 -1.0000000180025095e-35 0.089535000000000017 0.51224500000000017 0.088160000000000002 -0.048219999999999992 0.11976000000000002 0.075285000000000005 0.09309000000000002 1.0000000180025095e-35 0.10420500000000001 -1.0000000180025095e-35 -0.079234999999999986 0.090310000000000015 0.099280000000000021 -0.097124999999999989 0.084965000000000027 -0.084354999999999986 0.08764000000000001 0.10214500000000001 -0.16369999999999998 -0.49269499999999994 -0.0089849999999999982 -0.16059999999999997 0.086070000000000021 0.13206500000000002 0.10783500000000001 -0.22390499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 -5 10 11 12 17 -14 -15 27 -17 26 19 -19 21 22 -21 -24 -25 -26 -9 28 29 -16
right_child=2 -3 3 4 -6 -7 -8 9 -10 -11 -12 -13 13 14 15 16 -18 18 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0035285447555463874 -0.0022193705946753997 -0.0027779563286309287 -0.0019809160046054312 0.0024258100065665646 -0.0024235883588607106 0.0035269621314203223 -0.001614606353105166 -0.0035254578103989923 -0.0035313188075153852 -0.0035271831105165201 -0.0031809977198289287 -0.0030687200546003096 -0.0020633546663039672 -0.00082026250109766205 0.0016898179727352623 0.003337648228252975 -0.00032445292640012396 -0.0035288590313711675 -0.0035027316720041856 0.002247702824711571 0.0023136063082491447 -0.0021106611547824436 -0.003552986845684291 -0.0032081740253296818 0.0029185762721014924 0.00013130696257751797 0.0031160164882680238 -0.0018122659829982184 0.002976247861551698 -0.0020281919017594036
leaf_weight=0.0092538963072001934 0.062662008247799217 0.06497704231298973 0.073116101324786853 0.14793713752624471 0.050592462146596406 0.027186883170543186 0.11341041668492824 0.054425922640807811 0.023793126183591085 0.03525859923581709 0.034390075122246233 0.031845652894844423 0.04705545737670036 0.10579581758065615 0.045221446722280234 0.18933007832492876 0.051177716683923791 0.028464628780061729 0.03285167540070677 0.12914634835761196 0.099351979534730961 0.08833076458358835 0.050723120669775246 0.037292571756555648 0.051938061829789883 1.1845537742642351 0.0091346227900430677 0.05244819971267134 0.080649970950616989 0.057932349984184728
leaf_count=4 451 588 329 202 47 162 136 153 16 230 44 35 9 40 9 179 39 142 65 38 71 89 23 35 27 636 11 9 24 67
internal_value=0 -0.00199177 -1.76905e-05 2.93415e-05 8.07296e-05 0.000125824 9.25922e-05 0.000165133 0.00160045 6.64317e-05 0.000117895 0.000164627 0.000207605 0.000850275 0.00108562 0.00150855 0.00255839 -2.14909e-05 7.36821e-05 0.000144045 0.000207741 7.20578e-05 0.00020469 5.4856e-06 0.000147187 0.000248384 -0.00257098 0.000439794 0.00108242 -0.000398259
internal_weight=0 0.0742309 2.99602 2.93335 2.86024 2.80965 2.78246 2.66905 0.17173 2.49732 2.46206 2.42767 2.39582 0.629611 0.582556 0.47676 0.240508 1.76621 1.70265 1.6698 1.64134 1.54198 1.45365 1.32451 1.27378 1.23649 0.0635605 0.236252 0.183804 0.103154
internal_count=3910 592 3318 2867 2538 2491 2329 2193 218 1975 1745 1701 1666 376 367 327 218 1290 1126 1061 919 848 759 721 698 663 164 109 100 76
is_linear=0
shrinkage=0.00352023


Tree=639
num_leaves=31
num_cat=0
split_feature=31 30 401 101 101 138 1372 455 393 1426 4 11 49 9 403 52 484 474 454 48 1373 1452 16 150 52 16 43 43 4 133
split_gain=0.0222001 0.0226131 0.0220399 0.0221658 0.0352735 0.021564 0.0244903 0.0223903 0.0219286 0.0222621 0.0269188 0.0481043 0.0437869 0.0305872 0.0305057 0.0302298 0.0271055 0.0256712 0.0297915 0.0355956 0.029525 0.0290989 0.0291002 0.0584098 0.0477495 0.0312618 0.0587571 0.0550221 0.050506 0.0351267
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10072000000000002 -0.08175499999999998 -0.041339999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.10340500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27608500000000008 0.08184000000000001 0.27772500000000006 0.084755000000000011 -1.0000000180025095e-35 -0.080899999999999986 0.091130000000000017 0.09018000000000001 1.0000000180025095e-35 -0.084204999999999988 0.085550000000000015 1.0000000180025095e-35 -0.094359999999999986 0.10883000000000001 0.083750000000000005 0.15737500000000001 -0.26007999999999992 -0.50329499999999994 -0.51381999999999983 -0.10870499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -8 -10 11 13 -12 14 15 -11 17 18 19 -16 21 22 23 24 -21 26 -24 -27 -29 -28
right_child=1 2 -4 4 5 -7 7 -9 9 10 12 -13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 25 -25 -26 27 29 28 -30 -31
leaf_value=0.0031609641923344639 -0.0035618935137087791 -0.0035480202172521757 -0.0032163524541595581 0.0031428545540520552 -0.0035396527952162226 0.0035263306202374767 -0.0035244774364014465 -0.0032750545682631326 -0.0035624713029744105 0.0001976666331784535 0.0016017330523215804 -0.0031277063171887853 -0.0031565468385340795 -0.0030493381360334969 -0.0021163306678651738 -0.0032208847264751494 -0.0020906568377010845 -0.003110452402145733 0.0028130796445779995 0.00067523719857943791 -0.0029649699584494852 -0.0027966457348278279 -0.0030421907962130922 -0.0035611181731749235 -0.0015510625428902382 0.0032936238269887178 -0.0012041761891826643 -0.0035508352314364932 3.0129885682993375e-05 0.0015729298863408926
leaf_weight=0.026266519197179483 0.023061459884048285 0.022059092792916846 0.027199941756180013 0.0434248438832604 0.025134496725630284 0.020693349582870613 0.021929622336760324 0.026410554477479198 0.02144969134724739 0.060572357074761385 0.23378527826844209 0.062389640303535887 0.026702817864133976 0.039994465696508885 0.079400814830486222 0.068085757261093671 0.064864649217497461 0.028324062184878929 0.055301249092735705 0.492064256589407 0.034007549696980166 0.035904732150470298 0.039682102063586355 0.057684027588038589 0.15762611805052984 0.053017913972325914 0.061348309353896568 0.0581796127544294 0.3029757995568616 0.70557789936624649
leaf_count=113 2 6 193 3 49 29 76 29 79 98 335 130 20 45 60 708 175 117 31 184 27 123 43 16 137 12 143 26 235 666
internal_value=0 -8.97078e-05 -6.23396e-05 -3.27428e-05 -5.78542e-06 -5.40466e-05 -8.03906e-05 -4.91964e-05 -1.83377e-05 9.73455e-06 3.79307e-05 -7.61484e-05 0.00111396 3.35746e-06 5.52092e-05 -0.00161143 0.000151539 0.000218838 0.000263052 0.000195172 0.000287028 0.000343336 0.000401807 -0.000166316 0.000135098 0.000731002 0.00113466 -5.51376e-05 -0.000546739 0.00135078
internal_weight=0 2.94885 2.92579 2.89859 2.87653 2.83311 2.81241 2.78728 2.76087 2.73894 2.71749 2.457 0.260488 2.39461 2.35462 0.128658 2.22596 2.16109 2.13277 2.07747 1.99807 1.96406 1.92816 0.707374 0.64969 1.22078 0.806608 0.414173 0.361155 0.766926
internal_count=3910 3797 3795 3602 3596 3593 3564 3515 3486 3410 3331 2976 355 2846 2801 806 1995 1820 1703 1672 1612 1585 1462 337 321 1125 852 273 261 809
is_linear=0
shrinkage=0.00352023


Tree=640
num_leaves=31
num_cat=0
split_feature=1 39 48 2 51 457 51 0 130 402 1186 1375 133 122 124 42 43 160 483 16 159 51 50 50 52 52 1 15 51 42
split_gain=0.0918553 0.102938 0.11034 0.117677 0.122835 0.113841 0.101008 0.0978175 0.0950023 0.0922852 0.0971619 0.0863627 0.0771593 0.0769618 0.0797926 0.0741163 0.081475 0.0799055 0.0780779 0.0740561 0.0738198 0.0683979 0.0671791 0.0809814 0.0700817 0.0710549 0.0712586 0.0591341 0.0590769 0.0670278
threshold=0.085990000000000011 0.005105000000000001 0.11930500000000001 0.11542500000000001 0.13741000000000003 0.069705000000000003 -0.40274499999999996 -0.070894999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.085080000000000003 -0.43271999999999994 -0.0056849999999999991 0.09197000000000001 -0.087894999999999987 0.092145000000000019 -0.089949999999999988 0.099550000000000013 0.083960000000000021 -0.54165499999999989 -0.034019999999999988 0.11975000000000001 0.10625000000000001 0.10030500000000002 0.17829500000000004 -0.42985499999999993 0.13084000000000004 -0.14676499999999995 -0.084249999999999978 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 19 -3 9 -9 10 12 -7 -1 14 -8 16 -14 18 27 -2 -10 -4 23 24 25 -21 -27 -18 -22 -30
right_child=1 6 21 4 -6 11 13 8 20 -11 -12 -13 15 -15 -16 -17 17 -19 -20 22 28 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010896464063900504 0.0012263911838175975 -0.0012283834044040558 -0.0010952189063836361 0.00097558580417669654 -0.00098305187535851135 -0.00016040898547829005 -6.3140319833467987e-05 -0.0011874014822654622 -0.0012237176060555146 -0.0012243336267929105 0.00065734703928856531 0.00085125012769478488 -0.00082899443516192201 -0.00062637726805828109 0.0010746050839472061 -0.0012264130348619965 -0.0012331042996437654 -0.0012353487442621717 -0.0012280404481601307 -0.0012241761865518994 -0.00070760456318557177 -0.00018851531897491069 -0.0011741686523419467 0.00089167146456281185 -0.001197521130033219 -0.00016823937340213364 0.00073483924233379218 0.00021720221422883579 0.00052711330065152804 -0.00020381722027271935
leaf_weight=0.20758044447211421 0.056018250681519333 0.045998688001418486 0.20632510611540045 0.32692808316642175 0.055690395565761719 0.20079144893679768 0.1198584947414929 0.08499248208318011 0.054977375448288401 0.18142782935501589 0.14155176634812949 0.33400443525169965 0.2508101108596742 0.062568342429585755 0.38862978603356158 0.11568060306854011 0.044011367439451887 0.07836155714448978 0.066382100220835127 0.086776131669468959 0.091436526705365173 0.30852871818933636 0.098985038317550678 0.10598248416499689 0.099821249401429557 1.5665285630675487 0.14158465831496858 0.82411547711672151 0.65775311264314951 0.26020399475601153
leaf_count=407 13 10 54 180 11 10 54 13 70 328 33 77 259 10 298 151 32 73 115 145 99 38 148 29 92 487 45 399 137 93
internal_value=0 4.95214e-05 -2.95771e-05 5.79257e-05 0.000690505 -3.20342e-05 0.000509452 -0.000228118 5.28801e-05 -0.000397218 -0.000310402 0.000471418 -0.000396723 0.000649435 0.000806421 -0.000292445 -0.000206947 -5.29136e-05 4.62373e-05 -0.000156933 0.000151919 -0.000551872 -0.00019384 -0.000145337 -0.000203344 -0.000148053 -9.33836e-05 0.000143676 0.000226845 0.000319924
internal_weight=0 4.20502 3.58796 3.07311 0.382618 2.69049 0.617055 3.05928 1.14936 1.90992 1.72849 0.534796 1.58694 0.571057 0.508488 1.37936 1.26368 1.01287 0.934509 2.1557 1.06437 0.514854 2.09968 2.00069 1.89471 1.79489 1.70811 0.868127 1.00939 0.917957
internal_count=3910 1701 1329 1237 191 1046 372 2209 412 1797 1469 87 1436 362 352 1029 878 619 546 959 399 92 946 798 769 677 532 431 329 230
is_linear=0
shrinkage=0.00121906


Tree=641
num_leaves=31
num_cat=0
split_feature=1 39 0 51 457 48 3 4 43 2 3 48 16 15 157 15 16 0 4 1212 16 402 1186 2 52 49 4 16 160 394
split_gain=0.0829427 0.119244 0.117775 0.102557 0.0981446 0.143424 0.0976548 0.0765439 0.0928035 0.0908809 0.135039 0.0702526 0.085611 0.0922371 0.0771574 0.0757907 0.0812967 0.0677459 0.0666686 0.0625702 0.0665955 0.0622586 0.0745945 0.0617865 0.0816087 0.0647038 0.0646035 0.0701009 0.142548 0.0698768
threshold=0.085990000000000011 0.005105000000000001 -0.070894999999999986 -0.40274499999999996 0.069705000000000003 0.088825000000000015 0.16699000000000003 -0.49837999999999999 -0.46376499999999993 0.10869000000000002 -0.115685 0.11930500000000001 -0.11180499999999999 -0.14676499999999995 -0.07686999999999998 -0.11739999999999999 -0.30307999999999996 -0.10783 0.28937500000000005 -0.50114499999999984 0.67964000000000013 1.0000000180025095e-35 0.085080000000000003 0.084065000000000015 0.084240000000000023 -0.47013499999999991 -0.00027999999999999998 -0.014099999999999998 0.086620000000000016 -0.47621999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 21 -3 6 -6 11 8 -4 -9 -11 12 13 -2 -14 -15 18 -18 -17 -16 -21 22 23 24 -1 -25 29 -28 -29 -27
right_child=1 3 7 -5 5 -7 -8 9 -10 10 -12 -13 14 15 19 16 17 -19 -20 20 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.00029984658749175087 0.00074804986113794576 -0.0012320515935601135 0.00048681908145464277 0.00052859901859321696 0.00079642475254062758 -0.00035204115264976385 0.0004954034849598049 0.00039995409496591084 -0.0010034912266669897 0.00091805086959143955 -0.0012295863481762406 -0.00099991363237964394 0.0002222644436917639 -0.0012472235027397602 0.00089480981618025315 -0.00123372174176109 0.0010878944773149621 -0.00022971306767494284 0.00015357764362310841 -0.00073920690241838834 0.0007508750001627919 -0.0012255013876262771 0.00041848019456918774 0.00045254833668850226 -0.0012408976992116893 0.0008433897046047033 -0.00073416045044061111 -0.00089788927790584343 0.0011736323548215855 -0.0010996923021457813
leaf_weight=0.20993330424426027 0.17674390530737583 0.054726499089156277 0.084745700936764479 0.48394461827047042 0.28845072888725543 0.36745965064619668 0.17899955189386663 0.49376235081763276 0.23233436499504023 0.062910088920034468 0.14109208635727555 0.29074571402088611 0.17728660492685078 0.096263356230338104 0.038487044119394631 0.11391613561863778 0.1184693274590245 0.11359789852576962 0.093923891152371652 1.192545062503082 0.046304097937536315 0.22145655390886521 0.11291674787207728 0.06887172447750356 0.067520629548198485 0.02867419013637118 0.5253636624875071 0.10069425320943948 0.096847284468822181 0.6741894836013671
leaf_count=91 67 10 9 362 89 37 134 129 66 9 199 69 138 9 10 22 13 30 26 672 13 328 33 8 79 7 263 42 14 932
internal_value=0 -0.000181998 -0.000449688 0.000349725 -0.000268973 0.000153021 -0.000373925 -0.000108527 -0.000605177 0.000117163 -0.000567299 -0.000437226 -0.000361749 -1.56788e-05 -0.000531358 -0.000267435 -5.30316e-05 0.00044292 -0.000606795 -0.000635957 -0.000683513 -0.000614052 -0.000542217 -0.000603432 -7.51058e-05 -0.000701506 -0.000757253 -0.00050138 0.000117701 -0.00102042
internal_weight=0 3.83186 3.12131 0.538671 3.29319 0.65591 2.63728 1.01484 0.31708 0.697765 0.204002 2.45828 2.16754 0.712915 1.45462 0.536171 0.439907 0.232067 0.20784 1.27734 1.23885 2.10647 1.88501 1.77209 0.277454 1.49464 1.42577 0.722905 0.197542 0.702864
internal_count=3910 1701 2209 372 1329 126 1203 412 75 337 208 1069 1000 167 833 100 91 43 48 695 685 1797 1469 1436 170 1266 1258 319 56 939
is_linear=0
shrinkage=0.00121906


Tree=642
num_leaves=31
num_cat=0
split_feature=160 1 0 4 4 1 457 39 47 1373 52 48 47 50 4 2 51 1 14 51 0 12 42 16 1429 133 52 52 151 12
split_gain=0.022354 0.023784 0.040068 0.0451464 0.0390223 0.0329525 0.0471716 0.0345909 0.0315552 0.0309498 0.0308649 0.0309923 0.0411912 0.0436079 0.040107 0.041013 0.0398735 0.0350569 0.0301959 0.029825 0.0293498 0.0372631 0.0287892 0.0363915 0.0286849 0.0278887 0.0289964 0.0283662 0.0353326 0.0307852
threshold=-0.51385999999999987 0.085990000000000011 -0.084074999999999997 -0.00027999999999999998 -0.15333499999999997 0.086560000000000012 0.53894500000000012 0.005105000000000001 0.08801500000000001 0.09586500000000002 -0.42985499999999993 0.11930500000000001 0.13206500000000002 0.11644500000000001 -0.23071499999999998 0.089910000000000004 0.13474500000000003 0.12958500000000003 0.088250000000000009 0.088715000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10770999999999999 -0.17157499999999998 0.084710000000000021 -0.088354999999999989 0.16064500000000001 0.14114500000000005 -0.083559999999999982 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 9 18 10 -7 12 13 14 -12 17 -13 20 -9 -4 21 -16 -23 -24 -6 -5 27 28 -27 -30
right_child=1 5 19 25 24 6 -8 8 -10 -11 11 16 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0027004708800555418 0.0025791231018004062 0.0027397685446300482 0.00031381488705354161 -0.0037435868448524564 -0.0035529451519073683 -0.0037418284800892713 -0.003580645702091924 0.0034521588247475995 4.4915588954594674e-05 -0.0037566624063087245 -0.0023365265817300814 -0.0025152419369192641 -0.0037680600656525066 -0.0033794298988594315 -0.0037486400789261552 0.0017745710829291065 0.0010529263291615557 0.0032292141204542718 -0.003747644024735135 -0.0037403055625263321 0.0037438597124950486 -0.0037741278271420475 0.0021091821545388034 -0.00043851337841181997 0.00076714371686651816 -0.0037518097801285451 -0.00375800088936368 0.0037656884096964184 0.0012915800348744871 -0.0017700930880603482
leaf_weight=0.044725113441927866 0.019124438749713923 0.071350970959428994 0.68899414222323674 0.030587866170435518 0.17120841181838387 0.028303871601792152 0.04605976870516304 0.11082057841758786 0.095585487313655904 0.029451911355863447 0.056508107154512821 0.11840259069413139 0.031410429530296713 0.037542316848657609 0.04021804634248749 0.42023954979322298 0.069277887538191862 0.048799350784520357 0.0087727741338312626 0.026290161915085264 0.026294155442883493 0.026184069844929603 0.10854751142869556 0.28026345703370148 0.024521205137375546 0.031848719245317625 0.026396515994179026 0.030088213548879139 0.16616626488848851 0.063287983044801877
leaf_count=184 25 32 886 95 636 163 11 299 62 23 38 52 15 100 23 293 24 42 5 120 21 21 31 392 60 18 49 4 119 67
internal_value=0 -3.93767e-05 -0.000422035 -0.00116731 -0.00251407 0.000256406 0.00014445 0.000256109 0.00164508 2.99338e-05 0.000116252 0.000202665 0.000446997 0.000573741 0.000721113 0.000902883 -0.00119814 0.000212118 0.00292402 0.000164806 -9.36563e-05 -0.00031532 1.74103e-05 0.000272747 -0.00301172 -0.000336713 -8.79273e-06 0.00033084 -6.46718e-05 0.000447111
internal_weight=0 2.93255 1.27851 0.56323 0.214854 1.65403 1.58268 1.53662 0.215179 1.32144 1.29199 1.26369 1.07601 1.0446 1.00705 0.950546 0.18768 0.530307 0.119593 0.715284 0.481507 0.455213 0.414995 0.388811 0.19573 0.348376 0.317788 0.291391 0.261303 0.229454
internal_count=3910 3726 2079 1073 721 1647 1615 1604 366 1238 1215 1052 976 961 861 823 76 530 304 1006 488 467 444 423 696 352 257 208 204 186
is_linear=0
shrinkage=0.0037357


Tree=643
num_leaves=31
num_cat=0
split_feature=158 9 30 401 1425 4 482 133 160 0 1 0 4 4 3 133 52 13 402 15 3 123 15 42 159 12 1373 150 1374 9
split_gain=0.0215833 0.0238069 0.0207511 0.0210853 0.021283 0.028802 0.0258647 0.0240087 0.030872 0.0244471 0.0239481 0.0375887 0.0424704 0.0394615 0.0345576 0.03428 0.0325621 0.0308573 0.0280146 0.0352309 0.0333379 0.0524369 0.0362851 0.0284025 0.0271381 0.0269831 0.0259871 0.032271 0.0579327 0.0276993
threshold=0.11034000000000001 -0.016839999999999997 -1.0000000180025095e-35 0.10072000000000002 1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.085835000000000009 -0.084074999999999997 -0.00027999999999999998 -0.15333499999999997 -0.083604999999999985 -0.15498499999999996 0.11401500000000002 -0.091849999999999987 1.0000000180025095e-35 0.083935000000000023 -0.10942499999999998 1.0000000180025095e-35 -0.07052499999999999 0.091590000000000019 0.087945000000000009 0.098845000000000016 0.09586500000000002 0.081245000000000026 -0.094679999999999986 0.091655000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 -9 -4 11 12 13 -10 -14 -12 17 -13 19 20 -19 22 23 -22 -15 -21 27 29 -29 -17
right_child=-2 2 3 -5 -6 -7 -8 8 10 -11 15 16 14 24 -16 26 -18 18 -20 25 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032742077725765087 -0.002714098282671083 -0.0032614333899785679 -0.0032594191451232328 -0.0029595947331410755 -0.0032916991910678047 0.0023406816007870805 -0.0030382419856369901 -0.0022778369688231121 0.0027168862168674224 0.0011647787506796567 0.0030327762769101181 0.00202375774449847 -0.0026487447257502864 -0.0030522042248995172 0.00029606095907425833 0.00017084372716968406 -0.0026997688374755494 0.00071974556805823699 -0.0032602059502269704 0.001795405431521012 -0.0032583135286826282 0.0030309356028742959 -0.0032721428849259346 0.0029815220283058047 0.00066290203684166811 -0.0019576353915074594 -0.0026000613867985817 -0.00029435552189173366 0.0021918436756198632 -0.0021389573475492922
leaf_weight=0.022796751798296877 0.032184595470994171 0.021286896862876659 0.045291156831808621 0.025890895463703489 0.020759267571065609 0.055127271706623904 0.029970851309712887 0.058993009012855757 0.016450277664265101 0.018649209901926755 0.050105455135053378 0.10852818373678019 0.050055047217256288 0.15336243694036966 0.26679370290412407 0.83433840016573391 0.036814305394273106 0.14053673609487305 0.02475008028090997 0.17278273310785153 0.012255477747658006 0.023222967749461532 0.097428275219490934 0.020826030458465539 0.024058215489162649 0.022952763223202055 0.032055967800260876 0.17353219725555391 0.23119097297421831 0.058779564966243925
leaf_count=118 167 4 216 191 94 151 142 272 13 4 13 33 65 529 171 717 69 46 99 180 36 8 156 17 47 40 21 25 225 41
internal_value=0 -3.58916e-05 -6.25861e-05 -3.83146e-05 -1.11042e-05 1.3581e-05 -3.38671e-05 -1.90239e-07 4.80464e-05 -0.00196903 0.000101837 -0.000240269 -0.000902741 -0.00210166 -0.000169153 0.000392086 0.000272287 0.000447832 0.000115572 0.000286082 -0.000425121 -0.00147172 -0.00227292 0.000669893 -0.00254844 0.00135531 0.000292595 0.000364042 0.00112584 1.88267e-05
internal_weight=0 2.84959 2.82679 2.8055 2.77961 2.75885 2.70372 2.67375 2.60981 0.0639404 2.55082 1.17082 0.51072 0.193871 0.316849 1.38 0.660098 0.623283 0.514755 0.490005 0.294269 0.153733 0.13051 0.0330815 0.177421 0.195735 1.3299 1.29784 0.404723 0.893118
internal_count=3910 3743 3625 3621 3430 3336 3185 3043 2823 220 2551 1509 825 589 236 1042 684 615 582 483 263 217 209 53 576 220 1029 1008 250 758
is_linear=0
shrinkage=0.00325215


Tree=644
num_leaves=31
num_cat=0
split_feature=42 42 39 48 50 133 52 158 3 15 33 3 457 9 13 393 1 0 52 9 4 1213 15 2 51 1 457 51 0 48
split_gain=0.0786759 0.0770903 0.0714779 0.102534 0.0892147 0.06917 0.0857896 0.076503 0.0837646 0.0848489 0.072125 0.0697469 0.0921044 0.0693712 0.0686831 0.0669441 0.0656977 0.0742405 0.0631599 0.0596658 0.0619117 0.0594642 0.0725723 0.0800968 0.0856375 0.0649315 0.0609155 0.0632362 0.0870873 0.0828066
threshold=-1.0000000180025095e-35 -0.082904999999999993 0.005105000000000001 0.11930500000000001 0.10625000000000001 0.093845000000000026 -0.42985499999999993 0.085745000000000002 -0.11266 0.035895000000000003 -0.007134999999999999 0.14320000000000002 0.097740000000000007 0.091370000000000021 -0.093439999999999981 0.084845000000000018 1.0000000180025095e-35 0.14676000000000003 -0.37613999999999997 0.083710000000000021 -0.49837999999999999 -1.0000000180025095e-35 -0.0058549999999999991 0.086545000000000025 -0.070859999999999992 0.095575000000000007 -0.068264999999999978 0.08955500000000001 -0.089539999999999995 0.09227500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 5 6 -2 8 9 -8 -10 12 -7 18 -4 16 17 -1 -12 20 -20 -22 23 25 -25 -23 -26 28 -28 -29
right_child=2 -3 14 -5 -6 11 7 -9 10 -11 13 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.0012998913685690276 -0.0011199799153355379 -0.0010229918492017489 -0.00032850859769997483 -0.00066814512818602807 -0.0010414493911204662 -0.0011231880756029545 0.0009109546719151308 -0.00074855599056057034 -0.0013034841113253399 -0.00018018019788958395 0.0011930956438542019 0.00065977686743392237 0.0010907790674871351 0.0013904583722289452 0.00081388803949252505 0.00044939661527284089 -2.7486528207914613e-05 0.00060097129853038851 -0.0012373676011131409 -0.0012349596735830135 -0.0012959770958773946 -0.0010050746600699003 0.00042692843150402931 -0.0010421035615480561 -0.000675234864608328 6.2406608878961188e-06 0.00081927280214900272 -0.00088103740359835318 -0.00052232161377929449 0.00065112992675281161
leaf_weight=0.18640070861420099 0.093101602911702552 0.24554067995359208 0.12119259255086945 0.39949028335286119 0.12860117760692436 0.22588369447475987 0.44057804441399717 0.15556030627612916 0.061353750817945474 0.16354876016339404 0.082777749214076102 0.06747244708094513 0.036534144659526646 0.069529620359389699 0.32235061999017478 0.20150195352107403 0.29833616092309967 0.042165376973571256 0.058676045773611629 0.059542919567320385 0.049478255775288527 0.21853331552574973 0.89607964817695318 0.091435951721909881 0.10198645315540933 0.2067961562788696 0.5084878440502536 0.12932521415677911 0.096316102060870268 0.10861481242318405
leaf_count=377 220 483 66 104 281 330 118 228 22 45 10 14 8 9 310 52 139 9 50 21 185 159 268 104 61 32 111 22 46 26
internal_value=0 -0.000396113 6.50779e-06 -4.28568e-05 1.88181e-05 5.35873e-05 0.000105657 0.000138273 0.000179539 0.000615563 8.33647e-05 -0.00051333 -0.000814957 0.000115143 0.000501743 -0.000184796 -0.000427329 -0.000949224 8.11434e-05 4.46939e-05 7.55952e-05 0.000107601 0.000137058 -4.06693e-05 0.000153367 -0.000513371 0.000269071 0.000383348 0.000605622 -0.000181634
internal_weight=0 0.973945 4.89325 4.4497 4.05021 3.92161 3.59172 3.49862 3.34306 0.604127 2.73893 0.32989 0.262418 2.67758 0.443543 0.728404 0.526902 0.228566 2.60805 2.52527 2.46573 2.40705 2.35758 1.4615 1.03617 0.425329 0.94473 0.842744 0.604804 0.23794
internal_count=3910 1060 2850 2474 2370 2089 1737 1517 1289 163 1126 352 338 1104 376 577 525 386 1095 1085 1064 1014 829 561 370 191 266 205 157 48
is_linear=0
shrinkage=0.00129368


Tree=645
num_leaves=31
num_cat=0
split_feature=101 101 1455 393 484 147 1348 14 52 123 133 13 1456 130 393 15 474 15 13 156 13 42 49 52 133 50 15 4 1373 393
split_gain=0.0203078 0.0334046 0.0199693 0.0199453 0.0200161 0.0199203 0.0236583 0.0258208 0.0240857 0.0281566 0.0606978 0.035193 0.0316446 0.0265941 0.0383784 0.0303363 0.0424184 0.0373628 0.0322611 0.0387729 0.0373268 0.04046 0.0345181 0.029894 0.0352243 0.044848 0.042814 0.04842 0.0355719 0.0340806
threshold=-0.08175499999999998 -0.041339999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.47092499999999993 -1.0000000180025095e-35 0.084895000000000012 0.077685000000000018 0.18936500000000003 1.0000000180025095e-35 -0.088724999999999984 0.41346500000000003 0.075285000000000005 0.079100000000000018 0.090630000000000016 -0.26361999999999991 -1.0000000180025095e-35 -0.19153499999999998 -0.094679999999999986 0.091280000000000014 -0.5337599999999999 0.092145000000000019 -0.080639999999999976 0.14114500000000005 0.090545000000000014 0.086465000000000014 -0.095799999999999982 0.00046500000000000008 0.10700000000000003 0.087895000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 9 12 -11 -12 13 15 -15 16 -7 -17 20 23 -19 22 -22 24 25 26 27 -20 29 -28
right_child=1 2 3 4 5 6 -8 -9 -10 10 11 -13 -14 14 -16 17 -18 18 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0036172516685807725 0.0031413087776250318 -0.0032127382871540745 -0.0035945873786801434 -0.0036102885006036446 -0.0028148704312409363 -0.0036432485155451525 0.0027152417910412219 -0.0024316624356939096 -0.0013739087211149664 -0.0031891126765056835 0.003198032011930549 -0.0036161522947715974 -0.0035975352504764527 -0.0034300820121763282 0.0027878895393180663 -0.0026505406048552842 0.0030596013652531935 -0.0025031418244246531 0.00083986671271123756 -0.0033800033373847125 -0.00078273632888314719 -0.0015048419759417693 0.0023642310723863457 0.0022761585350106026 -0.0017940523774249509 -0.003581862668538144 0.00079641082817066236 -0.0021001814483373486 -0.0036082949703310266 -0.0029442078782811951
leaf_weight=0.020659221438109276 0.041809561385890315 0.026191052928312586 0.02045873924646624 0.020050923912778962 0.032243824977743141 0.014233041554689407 0.041470802358162362 0.055930328120211814 0.14759659848175477 0.028111434030506643 0.11814257985406573 0.01065280893817544 0.030781128430021343 0.057579987131418764 0.016454947550300858 0.064110407720709417 0.084077809977547768 0.035302986512760981 0.11659525892287526 0.045099884584715144 0.053926127460727002 0.054489084282977274 0.2695824189131647 0.070824740189209368 0.14474420365331742 0.041958412815233603 0.92182483397264281 0.18975741224585363 0.025743921341927489 0.032509825504348555
leaf_count=6 3 189 76 64 36 1 63 118 375 27 276 2 218 327 6 48 160 9 60 175 40 59 142 20 343 173 744 72 16 62
internal_value=0 -4.42392e-05 -9.23132e-05 -6.2532e-05 -3.60023e-05 -9.49546e-06 2.43642e-05 -1.80661e-05 3.43768e-05 0.000120038 0.00159108 0.00263442 1.83392e-05 6.80533e-05 -0.00204808 0.000140425 0.00208919 4.77133e-05 0.000134105 -9.83312e-05 0.00102777 0.00135754 0.00183966 -2.4717e-06 -0.000112023 7.12548e-05 0.000190405 -0.000981224 0.000556633 0.000668985
internal_weight=0 2.81226 2.77045 2.74425 2.7238 2.70374 2.6715 2.63003 2.5741 2.4265 0.156907 0.128795 2.2696 2.23882 0.0740349 2.16478 0.0983109 2.06647 2.00236 1.58906 0.413301 0.377998 0.323509 1.54396 1.47313 1.32839 1.28643 0.306353 0.980079 0.954335
internal_count=3910 3904 3901 3712 3636 3572 3536 3473 3355 2980 305 278 2675 2457 333 2124 161 1963 1915 1665 250 241 182 1490 1470 1127 954 132 822 806
is_linear=0
shrinkage=0.00359063


Tree=646
num_leaves=31
num_cat=0
split_feature=1213 475 49 403 158 31 1338 4 480 482 484 52 48 133 13 1 1373 457 48 11 13 124 160 49 151 49 48 0 51 150
split_gain=0.019711 0.0236737 0.0208927 0.0204989 0.0203358 0.0213642 0.0215062 0.0212809 0.0244275 0.0230859 0.0202338 0.0200094 0.0242906 0.0217425 0.0232536 0.0218771 0.0306527 0.0281481 0.027095 0.0283614 0.0292676 0.0391305 0.0277259 0.0223107 0.0510541 0.0279413 0.0218662 0.0210399 0.0296055 0.0244088
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.083359999999999976 -0.084084999999999979 0.11136500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.51224500000000017 0.086640000000000009 0.092060000000000017 0.094100000000000003 -0.42985499999999993 0.096390000000000017 -0.26719999999999994 -0.45122499999999993 0.10113500000000002 -1.0000000180025095e-35 0.085720000000000005 -0.086624999999999994 0.088315000000000018 -1.0000000180025095e-35 -0.52484999999999993 -0.096329999999999985 -0.084114999999999981 0.11831500000000002 -0.081629999999999994 0.085575000000000012 -0.230625 0.089355000000000004 0.10871000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 -5 7 8 9 11 -2 12 -7 14 -13 23 -17 18 -18 20 21 -20 -23 24 26 -25 -15 -27 29 -29
right_child=3 2 -4 4 -6 6 -8 -9 -10 -11 -12 13 -14 15 -16 16 17 -19 19 -21 -22 22 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.003458731751677724 -0.0028938286949810872 0.003036897639648191 -0.0034543345334774752 0.003474671150555051 -0.0028369683615292688 -0.0034587474790568383 -0.0034642390928528565 0.0034567989717293243 -0.0026468235069471509 -0.0030860142543981291 0.0033242015951366142 0.0034769349422998311 0.001251869257744061 -0.0032060958852871738 -0.0032064632540973375 -0.0020577955335182546 -0.0018728266198399619 0.0029130588998257643 -0.0032296371480389232 -0.0014313190043208893 0.00038072600263410703 -0.0017631579583389278 0.0027946018580275256 0.0024733563288486548 0.0025692765829823249 0.0014878989811969604 -0.00077589787417341085 -5.823352793949992e-05 -0.0020589354850166211 0.0023840605763257579
leaf_weight=0.008502014447003603 0.048378794028850147 0.0066734160500345743 0.051347427704400039 0.02162312208429451 0.029216273316933328 0.039031529423485423 0.02081229725263245 0.021758937617960217 0.039990629847920789 0.027267145375503676 0.0071551228934367819 0.0073452722281217566 0.019578567109419964 0.077330162598177599 0.039791008337037748 0.045395469947834499 0.047457450404181145 0.071971329751249868 0.015687814506236464 0.058888737257802859 0.29608185640790896 0.017320282087894157 0.19350479300828738 0.058390588092156581 0.038272820682323072 0.1088563691446357 0.10262145452270488 1.0839616258805147 0.085101034795911912 0.051035572450018551
leaf_count=4 444 4 584 110 126 260 23 123 186 134 7 1 21 63 186 9 16 72 7 30 134 22 211 12 11 40 47 847 119 57
internal_value=0 -0.00191962 -0.00270773 -1.77718e-05 2.6237e-05 5.85467e-05 2.9776e-05 5.83307e-05 2.90434e-05 7.21075e-05 -0.00209268 0.000107147 -0.00188518 0.000155821 -0.00216499 0.000202334 0.000690552 0.000868553 0.000634594 0.000839236 0.00109509 0.00202887 0.00242016 -2.46011e-05 -0.00105038 0.00013675 -0.00182022 3.4086e-05 -9.56223e-05 5.15851e-05
internal_weight=0 0.0665229 0.0580208 2.67383 2.61829 2.58908 2.56745 2.54664 2.52488 2.48489 0.0555339 2.45762 0.0586101 2.39901 0.0471363 2.35188 0.746308 0.700912 0.628941 0.581483 0.522595 0.226513 0.210825 1.60557 0.218224 1.38735 0.179952 1.32895 1.2201 1.135
internal_count=3910 592 588 3318 2867 2741 2631 2608 2485 2299 451 2165 281 1884 187 1697 501 492 420 404 374 240 233 1196 121 1075 110 1063 1023 904
is_linear=0
shrinkage=0.00345121


Tree=647
num_leaves=31
num_cat=0
split_feature=101 101 453 1348 1456 1444 2 1374 2 3 0 2 1 52 123 1 0 130 130 133 1 1212 4 0 15 160 1 133 3 150
split_gain=0.0184117 0.0290784 0.017928 0.0238994 0.0264952 0.0251766 0.0207198 0.0439475 0.0408645 0.0355606 0.0351054 0.0342376 0.0294354 0.0281045 0.029211 0.0277653 0.0328461 0.0271363 0.0403662 0.0314274 0.0370769 0.0423453 0.03594 0.0303584 0.0281377 0.0304168 0.0273185 0.024897 0.0245466 0.0240336
threshold=-0.08175499999999998 -0.041339999999999995 0.096095000000000014 0.090050000000000005 -1.0000000180025095e-35 -0.10662999999999999 0.086545000000000025 -1.0000000180025095e-35 0.087005000000000013 0.084925000000000014 -0.12329499999999999 0.087995000000000004 0.13084000000000004 0.28122000000000008 1.0000000180025095e-35 0.09112000000000002 -0.071924999999999989 -0.086274999999999991 -0.08075499999999998 0.065880000000000008 0.095575000000000007 -0.5172699999999999 0.074650000000000008 -0.084074999999999997 -0.11739999999999999 -1.0000000180025095e-35 0.11663000000000003 -0.086869999999999989 -0.15464999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -8 12 -11 -10 17 14 27 16 -16 -9 -19 20 21 -20 28 -21 -22 -26 -27 -13 -23 -15
right_child=1 2 -4 -5 6 -7 8 9 11 10 -12 13 -14 29 15 -17 -18 18 19 23 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0043198599652619022 0.003624904738956177 0.0043029611989738661 -0.0031187478586714541 0.0041938913431530441 -0.0042893990101685086 -0.0040582195854052278 0.0030913088091082445 -0.0043204381446046575 -0.004303249171445137 0.0037368798288918183 -0.001263229070533118 0.0019405415288112667 0.0020704081222396821 0.0043065938058756701 -0.003777983788539606 0.0042972612194150054 0.0032033463582195098 0.0042861774333036312 0.0036302209434463987 -0.0028229054414011202 -0.0029637429123525552 0.00057585170578778504 0.0022702775455486278 0.0026812158441123497 -0.003675364811299897 0.0025723705940840008 -0.0021379379218251708 -7.0320086995196031e-05 -0.0042004399043778593 -0.0042845917935124293
leaf_weight=0.01867461414804017 0.039188906637719678 0.0076334028544806634 0.035709810716070822 0.024123249234435096 0.054899983504583361 0.050520080630806041 0.088188298803288379 0.041690652417173624 0.032011461407023378 0.071270290107349865 0.040576540188794752 0.12476176581810894 0.064447733393990347 0.0070131435059010974 0.022897160179127241 0.062421659280971653 0.027092778007499763 0.028042202367487334 0.018491959886432596 0.02498768319037481 0.049362330606527394 0.022257260077367391 0.020621356725314399 0.070550255547573215 0.024224018294262351 0.10457264444562497 0.028949323757842649 1.2425789454712208 0.18043392633222666 0.041339567320733184
leaf_count=6 3 3 36 46 24 364 59 49 174 30 37 231 80 2 29 153 13 11 20 136 27 25 11 213 52 87 30 1208 585 166
internal_value=0 -4.40511e-05 -9.91049e-05 -5.72445e-05 -9.74317e-05 -0.00296071 -3.06592e-05 -0.000576842 0.000249466 -0.000318999 0.00192291 8.88255e-05 -0.000688493 0.000180833 0.000286029 0.00238876 5.65017e-06 -0.000977991 -0.000734584 -0.000993181 -0.00146879 -0.00261012 -0.00312687 0.00124163 -0.000136265 0.000748518 0.00155111 0.000113159 -0.00367596 -0.00303851
internal_weight=0 2.65086 2.61167 2.57596 2.55184 0.0581535 2.49368 0.845378 1.6483 0.790478 0.111847 1.56012 0.678631 1.52811 1.47975 0.112412 0.0499899 0.614184 0.572493 0.544451 0.448913 0.241805 0.223313 0.0955379 0.207108 0.157746 0.133522 1.36734 0.202691 0.0483527
internal_count=3910 3904 3901 3865 3819 367 3452 1417 2035 1393 67 1976 1326 1802 1634 195 42 1246 1197 1186 837 641 621 349 196 169 117 1439 610 168
is_linear=0
shrinkage=0.00429114


Tree=648
num_leaves=31
num_cat=0
split_feature=1 0 15 3 42 43 47 4 48 151 50 4 15 16 15 448 4 3 2 13 3 128 394 158 130 3 1429 50 4 3
split_gain=0.0895291 0.117348 0.108753 0.153447 0.122463 0.0975101 0.0941542 0.10889 0.144239 0.116035 0.084642 0.0901422 0.122187 0.116557 0.114656 0.0849878 0.0793914 0.0923263 0.143041 0.0789988 0.0770096 0.0753946 0.0753865 0.0747429 0.0671065 0.071359 0.0645895 0.0624524 0.0809475 0.0816483
threshold=0.077800000000000022 -0.060094999999999989 0.083935000000000023 -0.084129999999999996 -0.089024999999999979 -0.083094999999999988 0.096175000000000024 0.0057500000000000008 0.12862000000000004 0.056555000000000001 0.10119500000000002 -0.0025899999999999994 -0.095799999999999982 0.26760500000000004 0.083185000000000023 -0.083779999999999979 -0.49837999999999999 -0.097214999999999982 0.10869000000000002 -0.094679999999999986 0.16699000000000003 0.081870000000000012 -0.079279999999999975 0.085620000000000016 -0.066019999999999981 -0.055684999999999991 -1.0000000180025095e-35 0.11901000000000002 0.26790000000000008 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 22 -5 7 9 21 10 11 13 -13 14 15 -2 -3 -18 -19 -16 -8 26 -4 -17 -7 -26 -9 28 29 -28
right_child=6 16 3 5 -6 24 20 8 -10 -11 -12 12 -14 -15 19 23 17 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00075156699745163123 -0.00083466890943168588 -0.00042518899380373387 0.0010883361173690044 0.001233740305135241 -0.0013022978894454622 0.0011129479036637727 -0.00045263609463361737 -0.00074308503505585578 -0.00077739660288296975 -0.00087669213230455261 -0.0012965883200983391 0.00029485865975421312 -0.0011440057690999103 -0.0012460915393940454 0.00087803227006272614 0.00096291438549487619 0.00086416101117535807 0.00062193196441392626 -0.0013139988582811079 -0.00070260523375870946 0.00083499182769284589 -0.00078486586725151327 -0.0012963660924736071 -0.00066250667359115387 -0.0012953942849025521 0.00027991943783213687 0.00023067166693667882 -0.00056753495367903328 0.0012607560413285849 0.0011064929452230948
leaf_weight=0.93182985348767056 0.054882640950381756 0.29193261497857748 0.075345953255236964 0.15817493605027266 0.21999385988692666 0.062088623082672711 0.78910410558091815 0.056112537989974842 0.15410350580350485 0.25251692638266821 0.07234129464268324 0.20736226378357969 0.18861662474228125 0.072997642357222503 0.072507778273574908 0.62313751871988599 0.32312627779174363 0.15685273346025486 0.1077577723772265 0.19587400086857121 0.08622954785823822 0.067885341180954017 0.03144504896044964 0.051240082160802558 0.087807265435003501 0.10648690350717516 0.54167928840433865 0.064026255859061965 0.35391082778005511 0.2654377809521975
leaf_count=1000 11 41 15 26 291 8 277 19 14 64 152 26 76 154 25 233 42 17 109 281 27 25 110 30 346 20 85 14 339 33
internal_value=0 -0.00025627 -0.000457384 -8.76102e-05 -0.000750525 0.000434948 5.13435e-05 0.000151542 0.000408299 -6.38913e-05 6.94754e-05 0.000136857 -0.000390516 0.000331907 0.000447369 0.000713425 0.000126257 0.000400164 -0.00016644 -0.00027557 -0.000325791 0.000543742 0.000386151 0.000839413 -5.78661e-05 -0.000432011 0.000614141 0.000676307 0.000744901 0.000518704
internal_weight=0 2.55284 1.67317 0.741343 0.326785 0.414558 4.16997 3.29463 1.50316 1.79148 1.53896 1.46662 0.395979 1.07064 0.997642 0.72926 0.879669 0.587737 0.264611 0.268382 0.875334 1.34905 0.106791 0.674378 0.256383 0.194294 1.28117 1.22505 1.16103 0.807117
internal_count=3910 2025 1816 816 416 400 1885 1581 529 1052 988 836 102 734 580 274 209 168 126 306 304 515 125 263 374 366 490 471 457 118
is_linear=0
shrinkage=0.00129368


Tree=649
num_leaves=31
num_cat=0
split_feature=1 403 2 3 11 1374 0 0 3 0 48 15 3 1 1 39 14 0 2 4 47 13 13 13 130 13 12 0 12 9
split_gain=0.0854798 0.101751 0.0855817 0.129952 0.137018 0.102735 0.0895408 0.1031 0.085566 0.0839654 0.109489 0.0881918 0.084855 0.0783183 0.089589 0.0777141 0.0775088 0.07646 0.0793105 0.0749084 0.0729257 0.0711192 0.0687016 0.0888365 0.109061 0.0705281 0.065948 0.109225 0.107409 0.0799976
threshold=0.077800000000000022 -1.0000000180025095e-35 0.086650000000000019 0.076695000000000013 0.08184000000000001 -1.0000000180025095e-35 -0.13027499999999997 -1.0000000180025095e-35 0.14320000000000002 -0.084794999999999995 0.086065000000000016 -1.0000000180025095e-35 -0.083604999999999985 0.086560000000000012 0.088675000000000018 0.16168500000000002 0.018455000000000003 -0.083284999999999984 0.086875000000000022 0.28937500000000005 0.13206500000000002 -0.5337599999999999 -0.41810499999999995 -0.028919999999999998 -1.0000000180025095e-35 0.17936000000000002 0.097345000000000015 -0.10303999999999998 0.10371500000000002 -0.016839999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 16 -2 -7 15 -1 12 11 -11 -3 -5 -15 20 -4 -13 -19 -6 26 -20 -23 -24 -25 -26 29 -28 -29 -8
right_child=2 9 3 13 19 6 7 -9 -10 10 -12 17 -14 14 -16 -17 -18 18 21 -21 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=-0.0013494786482156926 -0.0013448081756161211 -0.0012664711766089216 0.0011624267883495255 0.00087484601779405061 -0.0013505004912717105 0.00066283283932772248 0.001195033365109224 0.001076159073662545 0.0013639518671342379 -0.0013503625801753556 0.00086085912158889602 0.0009172661866523659 -0.00026265419279466274 -0.0013628815141579563 -9.527780373939553e-06 0.001375594121844998 -0.0009204014024713999 -0.0013577035799222671 -0.0013846106830701478 0.00039483254368547432 -0.0013671013634210393 0.001366896402703539 -0.00076935089025296957 -0.00077388178169866362 0.0010459796566610054 -9.530646364240306e-05 0.0013326436927951332 0.00052003733615740822 -0.0011760485608629206 -0.00061066179671516517
leaf_weight=0.21941696482463191 0.123822422436206 0.20703777640756016 0.51678471078048493 0.16504519552836416 0.074404009409590799 0.25327887021921935 0.047417229045094933 0.10510201251418005 0.023287584073841572 0.10053043081370594 0.2346318118779892 0.13460784207927667 0.57969326473130478 0.09569704697059922 1.1965950287758458 0.047766017043613718 0.034529200231190771 0.091490542265090458 0.066344187594950421 0.11101714463438839 0.1209480742109007 0.067328111734241469 0.22214758639347587 0.14288962081627687 0.24651490289579603 0.16291588476815377 0.10829137038672343 0.14601361533641466 0.12601285655546235 0.70952943490829057
leaf_count=684 23 258 262 33 121 80 67 116 2 267 73 27 385 24 348 5 21 43 3 35 25 5 156 26 78 18 11 58 74 582
internal_value=0 -0.000261046 5.65307e-05 0.000234659 0.000695357 -0.00016203 -7.40356e-05 -0.000206298 -0.00108912 -0.000171965 1.80276e-05 -0.000142128 -0.000526821 1.75972e-06 -0.000109747 -0.000309507 0.00103198 -3.5039e-05 -0.000163274 -0.000305518 -0.000373479 -4.29414e-05 6.27991e-05 -5.05721e-05 0.000238526 0.000591853 -0.000267808 0.000189444 -0.000265653 -0.000497548
internal_weight=0 2.49884 3.98225 2.19407 0.736735 1.78818 1.66436 1.41108 0.242705 2.25613 1.4694 1.23477 0.786731 1.45734 1.29229 1.30598 0.551314 1.13424 0.999631 0.185421 1.25821 0.90814 0.841796 0.774468 0.55232 0.409431 1.13726 0.380318 0.272026 0.756947
internal_count=3910 2025 1885 844 439 1041 1018 938 686 1339 696 623 643 405 372 822 283 356 329 156 817 286 283 278 122 96 792 143 132 649
is_linear=0
shrinkage=0.00134594


Tree=650
num_leaves=31
num_cat=0
split_feature=15 158 480 403 150 0 0 1213 52 0 3 0 16 52 48 160 52 13 16 3 457 160 15 1 43 39 48 16 4 43
split_gain=0.0643724 0.0661266 0.063517 0.0630605 0.0595505 0.0544498 0.0561857 0.0532133 0.0547425 0.0669942 0.0928334 0.0756478 0.0834948 0.08975 0.0872858 0.0749158 0.0695232 0.0657588 0.14152 0.0583722 0.0570461 0.0635862 0.0713343 0.0880107 0.064829 0.0556538 0.0540015 0.0746196 0.0692818 0.0582385
threshold=-0.24219999999999997 0.085745000000000002 0.08456000000000001 -1.0000000180025095e-35 0.091630000000000003 -0.13027499999999997 0.048950000000000007 -1.0000000180025095e-35 -0.42985499999999993 -0.070894999999999986 0.082730000000000012 -0.099864999999999995 -0.014099999999999998 -0.092084999999999986 0.12862000000000004 -1.0000000180025095e-35 -0.11051499999999999 0.17936000000000002 0.22945500000000005 0.10420500000000001 -0.0034949999999999994 -1.0000000180025095e-35 -0.095799999999999982 0.076710000000000014 -0.030974999999999996 -1.0000000180025095e-35 0.086870000000000017 -0.083144999999999983 -0.077679999999999985 -0.08768999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 -7 -5 -9 11 17 12 14 -14 20 25 -17 -11 -19 -12 -10 -22 24 -24 -23 -13 27 29 -29 -18
right_child=1 4 -4 7 -6 6 -8 8 9 10 19 15 13 -15 -16 16 26 18 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00059226991133449255 0.00049770877211515038 -0.0011236128221718945 -0.0015191234739075278 -0.001516980565538591 0.0013684126700691417 -0.001409472363573976 0.00063451248239850574 -0.00096869703727970084 -0.00065836814763931798 0.00092974092795710707 -0.0013018072810732973 0.0015275225918973919 -0.0003216711104147895 0.0012881849217811245 -0.0013134663173655641 -0.0013777869252441944 -0.0013488535865532056 -0.0012882471888625462 0.0011969675362118312 8.4002855959864456e-05 -0.00096091504705335027 0.00092977140571059774 -0.00030409577491722625 0.0010195900784854238 -0.00029225102981714267 -0.0015012273112799826 0.00075891192837766915 5.7466831068125601e-05 -0.0014999116665997193 0.00040003724503117228
leaf_weight=0.3225419247710305 0.064732745260698721 0.22039170485822968 0.068244764817791181 0.052637788406627695 0.024477957842464093 0.1904997099625233 0.036879188090097159 0.12600549303124342 0.22152070509946487 0.56156930625184098 0.093119114389992319 0.015155436238273978 0.1180170661318698 0.24418972698822417 0.11493755935225625 0.1037924369375105 0.05016737002733862 0.10681511881557526 0.10380255535710603 0.2792377982113976 0.10511709463753494 0.12190342430403689 0.15909029124668495 0.42026097247071448 0.54857047892255628 0.17362166902648823 0.15058144831527898 0.11160381703666578 0.15930542682917914 0.34177695833022814
leaf_count=317 39 318 246 230 15 742 11 322 64 199 45 3 32 72 27 61 21 25 21 59 56 25 28 106 90 392 47 33 151 113
internal_value=0 -0.000106013 -6.71578e-05 -4.64058e-05 -0.000874502 -0.000728782 -0.00107795 -1.94029e-06 1.60609e-05 4.489e-05 0.000359088 -6.89255e-05 0.000103193 0.000763649 -3.82406e-05 -0.000388513 -0.000209546 0.000658853 -6.34134e-05 -0.000262561 5.47342e-05 0.00017132 0.000266547 0.000656105 -7.00668e-05 -0.00125807 -6.04811e-05 -0.000246624 -0.000858334 0.000176186
internal_weight=0 5.08803 4.84316 4.77491 0.24487 0.292112 0.227379 4.4828 4.43016 4.30416 1.14454 3.15961 2.05361 0.362207 1.6914 1.106 0.917227 0.772187 0.210618 0.372357 1.57646 1.35494 1.24983 0.579351 0.670474 0.188777 0.813435 0.662854 0.270909 0.391944
internal_count=3910 3593 3260 3014 333 792 753 2222 1992 1670 349 1321 500 104 396 821 426 245 46 104 369 305 249 134 115 395 365 318 184 134
is_linear=0
shrinkage=0.00151575


Tree=651
num_leaves=31
num_cat=0
split_feature=1213 475 1365 403 52 48 158 0 3 0 2 1 15 3 42 160 12 156 48 2 1375 0 16 15 51 48 12 48 484 14
split_gain=0.019255 0.0226484 0.0195021 0.0195892 0.0197861 0.0226175 0.0197703 0.0211501 0.0365602 0.0422026 0.0481201 0.0351478 0.0484383 0.0619771 0.0656493 0.03399 0.0482563 0.0435113 0.0318585 0.0442165 0.0460712 0.053005 0.0586478 0.0444418 0.0347509 0.0758945 0.0317651 0.0356269 0.0305219 0.0296809
threshold=-1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 0.096390000000000017 0.11034000000000001 -0.070894999999999986 0.076695000000000013 0.12500000000000003 0.106285 1.0000000180025095e-35 0.083935000000000023 -0.084129999999999996 -0.089024999999999979 0.084835000000000008 0.085185000000000025 0.091235000000000024 0.12862000000000004 0.086650000000000019 -1.0000000180025095e-35 -0.13027499999999997 -0.055679999999999993 -0.11739999999999999 0.08955500000000001 0.095825000000000007 0.085775000000000004 0.088465000000000002 -0.08040499999999999 0.064610000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 11 9 28 -11 12 15 14 -14 17 -17 -6 19 20 -13 -22 23 -23 29 -26 -18 -28 -9 -21
right_child=2 -3 -4 4 6 -7 -8 8 -10 10 -12 18 13 -15 -16 16 26 -19 -20 24 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0031323667768333226 -0.0018432099078981076 -0.0024869188817342471 -0.0019080318341697896 -0.0031325526490313515 -0.0031385097538865463 0.00096958931433077514 -0.0024961414661052589 -0.0024120737146196515 -0.00051767021344948196 -0.0012131818915790736 0.0024634111139622836 -0.003137266942673102 0.0018461152400262529 0.0017509825372299841 -0.0031379311305580943 -0.0031357580993611536 0.0031270796360634593 0.0014239587263314673 -0.0012017573763256234 0.00182692136046922 0.0020205899522615887 -0.0027965155544857701 -0.0030825811833815088 0.00061515068061773911 -0.0012823962316709256 0.0030329297793732345 -0.0031464604003970378 0.0017286244500720354 0.0020248175032380271 -0.0012524767988214484
leaf_weight=0.0080389538779854774 0.053757728540291594 0.054666283515814817 0.052070398100340642 0.038522693255346296 0.14240827534695388 0.019926111162021698 0.028206588194734539 0.016001555355614983 0.1977484493575048 0.12140406498065204 0.048751500017715443 0.048551035592028891 0.03987705215877213 0.13579439443697083 0.073270021058760904 0.043056066109784297 0.036802544354031852 0.023843701091777803 0.13149323217658082 0.35319272583092243 0.10478681931317779 0.043828604824285966 0.069614992920827845 0.25075401555864119 0.14013237403423773 0.055630809976264572 0.027783436668642025 0.030979018658399582 0.28444969021915967 0.033482700124295661
leaf_count=4 451 588 74 308 445 22 132 27 136 54 25 25 18 134 92 42 6 37 49 292 70 55 179 169 65 25 35 10 314 27
internal_value=0 -0.00176651 -1.39442e-05 2.40758e-05 6.35914e-05 -0.00173407 0.000105927 0.00013584 0.000610159 0.00108407 -0.000159796 -4.17304e-05 -0.000695756 0.000327286 -0.00138138 -0.00153111 -0.000388089 -0.00248416 0.000252397 0.00042623 -0.000238623 6.1455e-05 -0.000502227 0.000107556 0.001017 -5.60927e-05 0.000849852 -0.000576361 0.00178852 0.00156027
internal_weight=0 0.0627052 2.64612 2.59405 2.54029 0.0584488 2.48184 2.45364 0.668355 0.470607 0.170156 1.78528 0.553815 0.248941 0.113147 0.304873 0.138621 0.166252 1.23147 1.09997 0.517535 0.468984 0.364198 0.294583 0.582439 0.195763 0.095565 0.0587625 0.300451 0.386675
internal_count=3910 592 3318 3244 2793 330 2463 2331 556 420 79 1775 819 244 110 575 93 482 956 907 498 473 403 224 409 90 51 45 341 319
is_linear=0
shrinkage=0.00312586


Tree=652
num_leaves=31
num_cat=0
split_feature=4 11 151 403 480 1456 1213 150 1 1456 155 129 48 16 47 0 150 2 457 160 14 160 3 2 38 124 123 0 0 4
split_gain=0.0731296 0.10943 0.0974468 0.0931251 0.0751008 0.0627296 0.0653791 0.0621281 0.0595885 0.0588157 0.0582303 0.0564881 0.054772 0.080814 0.0781791 0.0766089 0.0767784 0.102242 0.0667062 0.0640894 0.060193 0.054667 0.0525174 0.0722889 0.0520528 0.0570462 0.0765249 0.0605125 0.0711016 0.063269
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -1.0000000180025095e-35 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081245000000000026 0.11235500000000002 0.094205000000000025 0.10222000000000002 -1.0000000180025095e-35 0.091555000000000011 -0.094359999999999986 0.09023500000000001 -0.23129999999999998 0.08882000000000001 0.11290500000000002 0.68051500000000009 0.10150000000000002 0.077685000000000018 0.084100000000000022 0.11818000000000002 0.10251500000000001 0.10828500000000001 -0.048219999999999992 0.10103000000000001 -0.10575999999999998 -0.10209999999999998 0.070230000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 21 5 -5 -7 8 22 -10 11 -8 15 14 -14 -13 19 18 -18 20 24 -1 23 -4 25 -17 27 -27 -29 -30
right_child=2 -3 7 4 -6 6 10 -9 9 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00099688065882802632 -0.0011400518903583955 -0.0011161634455702668 -0.00088631616254897152 -0.00084963885494410889 -0.0012467517269028889 -0.0012446485246572815 -0.0012492224415121282 0.001249653010045081 0.00081191309645041215 -0.0012565470913587177 -0.0011086423856001093 0.0011812750236776686 -0.0010457227844534473 0.00052966016768756982 0.00053005337396280652 0.00081502206069171586 -0.0011786303048221558 0.00088065617783785431 0.00027312729437168357 -0.00091459979164327512 -0.0010356162035134453 0.00036887924417599032 -0.00096693600134900343 0.00083560291451834231 -0.001022275287074729 0.00046194008414822803 -0.0012166073806024371 -0.001167201869932705 -5.0701228949650899e-05 0.00065377944759039991
leaf_weight=0.24999659246486761 0.06587959048920311 0.16453810719394812 0.058072252584679407 0.13598599282886414 0.078301940883647947 0.063443419107897969 0.05142224463270384 0.12138804137066472 0.26847481623553904 0.02308183693094179 0.068660526398161781 0.080750159140733913 0.1132289009183296 0.70529870305654174 0.085393318673595786 0.17204763833251746 0.2393401079934846 0.061252725799931795 0.06151336117181927 0.10772005785929639 0.074797629138629307 0.055345250634672993 0.085883735562674701 0.10743530392210232 0.062778897066891548 0.57196429903706469 0.069031288614496478 0.077783047509002778 1.378291852161053 0.23000042240619234
leaf_count=836 20 160 28 308 207 231 42 100 265 5 90 14 32 220 25 87 147 30 5 117 32 52 8 46 18 93 15 17 622 38
internal_value=0 -0.000119075 0.000302404 -8.48561e-05 -3.96588e-05 -1.82296e-05 8.21888e-06 0.000445447 0.000265649 0.000648158 2.70935e-05 4.59174e-05 6.2196e-05 0.000332358 -0.000368252 -1.44229e-05 -4.55036e-05 -0.000583668 -0.0008818 2.55035e-05 6.39106e-05 -0.000749328 -0.000177974 0.000231427 9.60126e-05 0.000124104 7.30228e-05 0.000112449 -6.1089e-06 5.00459e-05
internal_weight=0 4.95889 0.730216 4.79435 4.48901 4.4107 4.27472 0.664336 0.542948 0.291557 4.21128 4.14261 4.09119 0.903921 0.198622 3.18727 3.10652 0.362106 0.300853 2.74442 2.6367 0.305342 0.251391 0.165508 2.5619 2.49912 2.32707 2.25804 1.68608 1.60829
internal_count=3910 3438 472 3278 2390 2183 1875 452 352 270 1644 1554 1512 277 57 1235 1221 182 152 1039 922 888 82 74 890 872 785 770 677 660
is_linear=0
shrinkage=0.00124344


Tree=653
num_leaves=31
num_cat=0
split_feature=1426 15 51 480 15 3 483 158 453 1372 156 375 149 39 375 128 151 376 4 43 3 41 13 13 403 133 52 0 1375 0
split_gain=0.0190477 0.0283967 0.0297495 0.0248338 0.024931 0.0314269 0.0245192 0.0245752 0.0273036 0.0255834 0.0258779 0.0260178 0.0258014 0.0279956 0.0295591 0.0261934 0.0254667 0.0239711 0.0231306 0.0758857 0.0306468 0.0274697 0.0245995 0.0347995 0.0328075 0.0306101 0.0276277 0.0330992 0.025727 0.0327007
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 0.08456000000000001 -0.23033499999999998 0.31335500000000011 0.088030000000000011 0.084965000000000027 0.089075000000000015 -1.0000000180025095e-35 0.10477500000000002 0.087245000000000017 0.10096000000000001 0.16168500000000002 -1.0000000180025095e-35 0.11637500000000002 0.087190000000000017 0.087570000000000009 -0.49837999999999999 -0.46376499999999993 -0.15653499999999998 0.082980000000000012 -0.091229999999999992 -0.086849999999999997 -0.088854999999999976 -0.10870499999999998 0.11588000000000002 -0.076099999999999987 -0.45817499999999994 -0.230625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 9 -6 11 12 13 14 -11 17 -9 18 19 -16 -20 22 26 -24 -25 -26 27 -22 -27 -30
right_child=1 3 -4 -5 5 -7 -8 16 -10 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 -23 23 24 25 28 -28 -29 29 -31
leaf_value=-0.003631687653062236 0.0026405335748056818 -0.0033735966192036562 -0.00098585587993772913 -0.0035940171774985733 -0.0036119899581559898 0.0035952378336127676 -0.0027067845403295045 -0.0024928673005921238 -0.0032905432430535217 -0.0036060241040185626 -0.0035992477477691754 -0.0033059455287952218 -0.0036025637318690593 0.0036218767881113431 0.002880024873013988 -0.0036181818481311745 0.0034428627387694533 0.0035590181407061253 0.0023687165635874539 -0.0034369100975858748 0.0008525127332303544 -0.0025746954068842816 -0.0033803695224646191 -0.0035931322833124267 -0.003596193818316554 -0.0015433155777948612 -0.0017267661921567291 0.0036020114977542389 0.0022845259641941398 0.00028309686968978182
leaf_weight=0.019131744507035697 0.096691553629171145 0.029400743679390273 0.04176309837930603 0.026311080384971208 0.023942616887329016 0.030160167747453559 0.045395085975542204 0.08412753072389012 0.031430892084244877 0.026044253259903338 0.023860378174162977 0.027561140151647012 0.022702606031088979 0.031199889352137578 0.036576480197254568 0.022403245253826642 0.010479819036845583 0.028439774732760159 0.090727272546706428 0.074371671327759237 0.23649298138229824 0.043921776043134853 0.036293299103709376 0.029068314057333455 0.026003433017997124 0.087611694511003813 0.03820933573797447 0.074146736793414436 0.1160733581946306 1.1286400823882488
leaf_count=79 291 53 22 252 44 70 181 304 35 11 116 28 15 22 6 58 8 27 99 85 196 58 169 361 144 9 32 25 57 1053
internal_value=0 -3.58887e-05 0.00154668 -0.000124184 -8.70012e-05 -4.7169e-05 -9.30239e-05 -4.25408e-05 3.26518e-05 7.96111e-05 0.00011978 0.000160551 0.000205011 0.000245666 0.000195386 0.000243238 -0.00183536 0.000285508 0.000239378 -0.00135439 0.000332093 0.000230369 0.000299876 9.04903e-05 0.000181285 0.000262058 0.0011544 0.00150879 0.000337361 0.000469736
internal_weight=0 2.62005 0.138455 2.4816 2.45528 2.42588 2.39572 2.35033 2.25572 2.22429 2.20035 2.17649 2.14893 2.12622 2.09502 2.06898 0.0946073 2.04658 2.01814 0.110948 1.90719 1.81646 1.77254 1.42369 1.3874 1.35833 0.348849 0.31064 1.33233 1.24471
internal_count=3910 3831 313 3518 3266 3213 3143 2962 2650 2615 2571 2455 2427 2412 2390 2379 312 2321 2294 91 2203 2104 2046 1793 1624 1263 253 221 1119 1110
is_linear=0
shrinkage=0.00359063


Tree=654
num_leaves=31
num_cat=0
split_feature=1213 475 14 403 1365 1429 15 480 158 123 150 1374 155 41 1374 0 47 1 128 3 1 15 52 133 4 4 3 52 42 52
split_gain=0.080446 0.0736651 0.0669882 0.0612866 0.0565435 0.0537913 0.0528241 0.0733258 0.0594497 0.0618457 0.0695178 0.0594006 0.0587227 0.0518062 0.055111 0.0627906 0.089358 0.103248 0.0871132 0.085627 0.0798814 0.0881811 0.0868911 0.07512 0.0737091 0.0735054 0.0622163 0.061751 0.0607199 0.0582519
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.077685000000000018 -0.084084999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40082499999999993 0.08456000000000001 0.085745000000000002 0.083190000000000014 -1.0000000180025095e-35 0.09309000000000002 0.10222000000000002 0.087145000000000014 -0.094679999999999986 -0.10575999999999998 0.080860000000000015 1.0000000180025095e-35 0.086435000000000012 -0.11266 0.10471000000000001 0.088190000000000004 0.091715000000000005 0.084285000000000013 0.25367000000000006 0.0066400000000000009 0.094625000000000015 -0.092084999999999986 0.092145000000000019 0.26760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 8 11 10 -10 12 13 14 26 16 17 23 19 -17 21 28 -23 -16 -18 -24 -8 -19 -21 -22
right_child=2 -3 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 18 24 27 -20 20 29 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012025709903691472 -0.0007529179136568459 -0.0010537461859438098 -0.00078855529497746956 -0.0008177156989117953 -0.00077317951901471882 0.00065402921148526862 -0.0010187924894176316 -0.0011974977544265322 0.00087381276695029479 0.0010115413248693186 -0.0011374756318609865 -0.0010494437894450843 -0.0010466162844184966 -0.00083209702033039824 -0.00073130904701719643 0.00058295454816411404 -0.00087244739256554338 -0.00013048075381747823 -0.0011899823713144473 -0.00017691109311569636 0.00074757811425618366 0.00067891441710605019 -0.0011987648426622754 0.00064123417558154818 0.00027804884492398785 0.0008615582659274939 3.6303907927043492e-05 0.00090177946803451751 -0.0011113330444861669 -0.00056864227284468094
leaf_weight=0.023431878536939621 0.14685511213974667 0.17526854003835968 0.1549171677634148 0.10026173944697792 0.12230975321472204 0.209396632755669 0.11839755988694367 0.067347365368277567 0.029174110386520624 0.030794464080827311 0.15477013657618943 0.064697400452132459 0.062468962457387422 0.080090336567081866 0.13061520336486754 0.44699657838464135 0.12449534186271183 0.094214395066955947 0.076039932356252282 1.187888439261773 0.28989525875658717 0.32528135898792232 0.076907664009922883 0.10100267543748487 0.22029391038813628 0.036460296134464443 0.24507641370291822 0.68195333101175504 0.10839795305946598 0.05756649390241364
leaf_count=4 442 588 112 180 74 250 42 196 4 20 190 43 98 56 32 113 36 24 107 599 140 80 145 17 38 5 20 178 53 24
internal_value=0 -0.000787668 -1.36985e-05 8.57356e-06 2.99036e-05 4.90863e-05 6.63977e-05 4.08204e-05 5.84019e-05 -0.000556046 -0.000818479 8.75371e-05 0.000104015 0.000120346 0.000137997 0.000178898 0.000387824 0.000567506 7.04362e-05 0.000108328 6.44661e-06 -9.83092e-05 0.000364885 -0.000132778 -0.000137368 -0.000536144 -0.000307382 0.00077648 -0.000255049 0.00052951
internal_weight=0 0.1987 5.54457 5.38965 5.24279 5.12048 5.02022 4.81083 4.74348 0.214739 0.183944 4.52874 4.46404 4.40157 4.32148 3.95801 1.35257 1.00779 2.60543 2.52939 2.0824 1.73494 0.438649 0.231618 0.344789 0.113368 0.363474 0.776168 1.29629 0.347462
internal_count=3910 592 3318 3206 2764 2690 2510 2260 2064 214 194 1850 1807 1709 1653 1591 325 251 1266 1159 1046 882 230 49 74 150 62 202 652 164
is_linear=0
shrinkage=0.00119516


Tree=655
num_leaves=31
num_cat=0
split_feature=401 101 101 123 39 42 42 394 147 123 133 124 1365 14 480 1373 1375 158 15 155 483 43 4 3 1374 13 41 43 132 13
split_gain=0.0188363 0.0185705 0.0249375 0.0185938 0.0219688 0.0294855 0.0253422 0.0235861 0.021561 0.0214466 0.0424136 0.0353379 0.0258992 0.0249735 0.0234473 0.0234403 0.0239403 0.0214775 0.0292906 0.027361 0.0228738 0.0232593 0.0513315 0.0315751 0.0291353 0.0277215 0.0254297 0.0286236 0.032908 0.0262654
threshold=0.10072000000000002 -0.08175499999999998 -0.041339999999999995 -0.041524999999999992 0.18016500000000005 -0.11403999999999999 -0.10298999999999998 -0.088129999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088724999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.088250000000000009 1.0000000180025095e-35 0.11103 0.060690000000000008 0.085745000000000002 -0.11219499999999999 0.10222000000000002 0.083960000000000021 -0.50329499999999994 -0.49837999999999999 -0.16059999999999997 0.080090000000000008 0.15641500000000003 0.082980000000000012 -0.17307499999999998 0.098870000000000027 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 11 -11 -10 14 -12 15 16 17 19 -19 20 21 -13 -23 -24 25 26 27 -25 29 -29
right_child=-2 2 3 4 -6 6 7 8 9 10 13 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.003760558376967974 -0.0033418019933441263 0.0029887500166746483 0.0026651627142806403 -0.002167692849914955 0.003764450895150285 0.0028376485529887849 -0.0036321342704944142 -0.0034319567773060081 -0.0035195875976418455 -0.0032561750596384136 0.0029963869497152702 0.00282831631704298 -0.0033079158786681875 -0.0037444524101043295 -0.002736451885957984 -0.0037526663578991222 0.0028645117698989368 0.0011568122795838039 -0.0037438258342100536 -0.0037443087754003243 -0.002585127455510595 -0.0028822983815790701 0.0025929530161406351 0.0030541552442789424 -0.0033387573763660229 -0.002331138014486592 -0.0021623076396560113 0.0014158557526212788 -0.003526332111620992 0.00016662893296717676
leaf_weight=0.018492348710425044 0.024199106134119464 0.038287133706036314 0.034737476131342038 0.094291203560035508 0.020497043826253392 0.042023809436389725 0.025933489894672479 0.026001352362986174 0.041339192031505489 0.021851155368494801 0.096949262067027919 0.04755414854117157 0.033146323826485857 0.0083288963214727119 0.042171017778457442 0.022050948351534205 0.043396344404868503 0.027029853312114938 0.045961170569398635 0.025021599839533226 0.040597681282633746 0.073195081495445957 0.080724183369515923 0.056862311015724365 0.031846295776858713 0.055193776255691662 0.053679989510101112 0.29897828603748511 0.02990164230936887 1.095545038543227
leaf_count=6 194 3 41 206 30 32 94 27 36 25 282 15 62 7 265 17 84 67 220 162 125 70 72 16 53 47 59 213 108 1272
internal_value=0 -3.04665e-05 -3.44901e-06 -4.90043e-05 -8.70206e-05 -0.000119117 -3.74514e-05 -8.9457e-05 -4.94653e-05 -1.07437e-05 0.00148006 -9.91335e-05 -3.18922e-05 0.0024631 2.05732e-05 7.79169e-05 0.000120035 5.93347e-05 -0.00192903 0.000136161 0.000188249 0.000249995 0.000180955 0.000312635 0.000199148 0.000270002 0.000363532 0.000455066 0.000351311 0.000434456
internal_weight=0 2.57159 2.5531 2.51481 2.48007 2.45957 2.36528 2.32326 2.29733 2.27132 0.127129 2.14419 2.10286 0.105278 2.06971 2.02754 2.00549 1.96209 0.072991 1.8891 1.86408 1.82348 1.77593 1.70273 1.62201 1.59016 1.53497 1.48129 1.42442 1.39452
internal_count=3910 3716 3710 3707 3666 3636 3430 3398 3304 3277 314 2963 2927 289 2865 2600 2583 2499 287 2212 2050 1925 1910 1840 1768 1715 1668 1609 1593 1485
is_linear=0
shrinkage=0.0037357


Tree=656
num_leaves=31
num_cat=0
split_feature=9 30 1425 15 50 480 128 15 3 1366 15 403 129 52 1372 1213 14 1374 1375 160 484 52 43 457 123 13 13 2 15 4
split_gain=0.0179275 0.0174589 0.0175142 0.0250495 0.0273285 0.0205842 0.0202282 0.0205543 0.0254731 0.0216838 0.022973 0.0251319 0.0231769 0.0229452 0.0215303 0.0218797 0.0213399 0.0243641 0.0329438 0.0329557 0.0307402 0.0269675 0.0223138 0.0214829 0.0210644 0.0203331 0.0242811 0.0242626 0.0310834 0.0258245
threshold=-0.016839999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08456000000000001 0.11637500000000002 -0.19153499999999998 0.31335500000000011 -1.0000000180025095e-35 -0.15202999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.040174999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.094679999999999986 -0.012944999999999998 0.10150000000000002 0.090940000000000007 -0.07125999999999999 -0.11267999999999999 0.087895000000000015 0.09499500000000001 -0.5337599999999999 -0.41810499999999995 0.090420000000000014 -0.13578499999999996 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 9 -9 -11 13 -13 -12 -14 -16 17 21 -19 20 24 -17 -21 -18 25 -20 -27 28 -28 -30
right_child=1 2 -4 5 -6 -7 -8 8 -10 10 11 12 14 -15 15 16 23 18 19 22 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0029774621897450666 -0.0032541021636993284 0.0022978214714444592 -0.0032866212663537342 -0.0018745003133958588 -0.0013456858895229992 -0.0032547682998330953 -0.0032722474994490523 -0.002365838456133364 0.0032560399117372834 0.0027602571807952732 8.3812891142557794e-05 -0.0032575456405515755 -0.0032685706399792052 -0.0028597219088901072 -0.0032534821056055762 -0.0021835394038230258 -0.003262046304257147 0.0023215017022082188 -0.0022561356934759254 0.0026392168521815976 -0.0023822754361667907 0.00032107883981830629 -0.0022546302768583948 0.0015813885622328497 -0.0018536786040745914 0.0027658930989670687 -0.0032768847276338949 1.0247079203848069e-05 0.00075305070231100331 0.0026902182590129034
leaf_weight=0.020511213233021741 0.018142455523048606 0.090771116009365271 0.017580972698510666 0.063157835283450203 0.028643510962865548 0.021714483567109144 0.020724397076491985 0.041259431873872265 0.025230484682651766 0.031747407188507881 0.051413397586543397 0.022076386335362019 0.019951594494392544 0.061527220817088391 0.020048907682854611 0.089909557296778075 0.035884645152918782 0.0839491690062516 0.028061494464058145 0.011222362722946855 0.042528002438757428 0.091982784122598082 0.080817400965201958 0.01326629426330328 0.041863247118271718 0.049992117346849718 0.018644217007931729 0.66607574824786298 0.62991648977510817 0.082293122118699102
leaf_count=121 4 220 94 105 21 253 64 66 63 35 104 57 43 725 216 13 69 52 4 15 136 42 170 3 41 18 22 586 519 29
internal_value=0 -7.54068e-05 -5.21742e-05 -2.91023e-05 0.00142387 -0.000103084 -7.363e-05 -4.48438e-05 6.75199e-06 -3.02693e-05 1.40734e-05 -2.66398e-05 5.64927e-05 -0.00151975 9.29569e-05 0.000126719 0.000161183 0.000215427 0.000334118 0.00023309 0.000344705 -0.000916956 -0.00165793 -0.00195476 0.000421161 0.000485726 0.000538902 0.000459204 0.000868369 0.000976883
internal_weight=0 2.5004 2.48225 2.46467 0.119415 2.34526 2.32354 2.30282 2.23966 2.21443 2.17317 2.14142 2.02848 0.112941 2.00641 1.98646 1.96641 1.91726 1.73536 1.65141 1.55937 0.181892 0.0920398 0.0491509 1.51685 1.47498 1.44692 1.39693 0.730854 0.71221
internal_count=3910 3789 3785 3691 241 3450 3197 3133 3028 2965 2899 2864 2035 829 1978 1935 1719 1647 1592 1540 1355 55 185 72 1219 1178 1174 1156 570 548
is_linear=0
shrinkage=0.00325215


Tree=657
num_leaves=31
num_cat=0
split_feature=2 147 1348 1452 14 157 0 157 42 42 3 43 133 39 0 376 48 2 44 48 15 4 158 150 2 33 9 51 9 43
split_gain=0.0173064 0.0195611 0.0176269 0.0228334 0.0206515 0.0207301 0.0539368 0.0313201 0.0239267 0.0309882 0.0256159 0.0241899 0.0306746 0.0228956 0.0285682 0.0226404 0.0259996 0.0345454 0.0253032 0.0287657 0.0387734 0.0330174 0.0357777 0.0321251 0.0315442 0.0282474 0.0298921 0.0265768 0.0240907 0.023309
threshold=0.17730000000000004 -1.0000000180025095e-35 0.093200000000000019 0.090425000000000019 0.077685000000000018 -0.077294999999999989 -0.098179999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088669999999999985 -0.15002999999999997 0.0016850000000000001 0.10599500000000002 0.18016500000000005 -0.10462499999999998 1.0000000180025095e-35 0.12675000000000003 0.13900500000000002 0.085085000000000008 0.097140000000000018 -0.094119999999999995 0.28937500000000005 0.085745000000000002 0.11398500000000002 0.099675000000000014 -0.007134999999999999 0.091370000000000021 0.13741000000000003 0.084755000000000011 0.32668500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 9 11 -11 12 13 14 -9 16 18 -18 19 21 24 22 23 25 -21 -10 28 -23 -27 -17
right_child=-2 2 -4 -5 -6 7 -8 8 15 10 -12 -13 -14 -15 -16 29 17 -19 -20 20 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0037800653524582878 0.003335915980040822 0.0032983447611964049 0.0040535995635055163 -0.0040595970412427617 -0.0027434349640239682 -0.0033408450649327699 -0.0012427373006974234 0.0012004116598349963 -0.0039635757815725684 0.0040326763068418937 -0.003584537460184035 0.0024865936078530952 0.0025302180769456043 0.0040882173099035229 -0.0029826757585640663 0.0038036297178482663 -0.0036731282345893205 0.0016214563554888617 -0.0039359614017782027 -0.0035206349609216308 0.0033514544028024821 0.003474700877016958 -0.0036690869331896191 -0.0031098739342011873 0.0017186141728616888 0.00022873952194776937 0.0041759233625553128 -0.0017314733700432628 -0.0037377580463142904 -0.0040727065422726562
leaf_weight=0.023304303010264316 0.02430593866415609 0.099472086162677442 0.016933228385823784 0.023421041783990293 0.045558636976693268 0.047771802824743914 0.075022488731010806 0.034764584704134904 0.026652542637751853 0.0078629024192196084 0.088116339577485436 0.043496958581954459 0.035951531458522368 0.010785653255879879 0.11500868605617143 0.046162332574340215 0.06372052794904437 0.029468375505530275 0.023855680006818036 0.031579198790041119 0.10624739915556336 0.074935601790002582 0.044462980752825731 0.051408507168161921 0.046396254387218505 1.1339918609073047 0.030821787593595107 0.020396832027472556 0.025602117824746418 0.0070866839960217467
leaf_count=31 84 53 26 104 107 207 371 26 24 10 536 43 52 1 266 146 46 23 18 61 55 184 184 27 30 1161 2 9 22 1
internal_value=0 -9.31903e-05 -5.74937e-05 -8.66207e-05 -4.73021e-05 5.619e-06 0.00134594 -0.000103337 -2.96458e-05 -0.00101859 -0.00296051 -0.000242006 -0.000845973 -0.00160195 -0.00201172 0.000158846 7.79676e-05 -0.00199886 0.000197705 0.000259628 0.00176222 6.30659e-05 -0.000103773 2.11989e-05 -0.000403224 0.000153454 0.000245632 0.00236081 0.000141165 0.0027554
internal_weight=0 2.43026 2.40695 2.39002 2.3666 2.32104 0.174495 2.14655 2.09878 0.335987 0.0959792 0.240007 0.19651 0.160559 0.149773 1.76279 1.70954 0.0931889 1.61635 1.5925 0.184223 1.40827 1.31294 1.26848 0.0779755 1.21707 1.19042 0.0953324 1.15959 0.053249
internal_count=3910 3826 3795 3769 3665 3558 424 3134 2927 934 546 388 345 293 292 1993 1846 69 1777 1759 146 1613 1420 1236 91 1209 1185 193 1183 147
is_linear=0
shrinkage=0.00404364


Tree=658
num_leaves=31
num_cat=0
split_feature=123 39 42 132 133 123 133 124 3 1365 48 52 50 1 47 51 48 474 2 12 3 131 43 48 484 49 151 13 133 42
split_gain=0.0178774 0.0180447 0.0227682 0.0191913 0.0250221 0.0191428 0.0323677 0.027249 0.0247069 0.029141 0.0213535 0.0369835 0.0340562 0.0350149 0.0411115 0.0387588 0.0360012 0.0303579 0.0314745 0.0268536 0.0276161 0.0213993 0.0363325 0.0222597 0.0252473 0.0262463 0.0664534 0.0276673 0.0395553 0.0318189
threshold=-0.041524999999999992 0.18016500000000005 -0.11403999999999999 0.080815000000000012 -0.21767499999999998 1.0000000180025095e-35 -0.088724999999999984 -1.0000000180025095e-35 0.31335500000000011 1.0000000180025095e-35 0.12649500000000002 0.024145000000000003 0.10625000000000001 0.10420500000000001 0.13206500000000002 -0.10748999999999999 -0.086624999999999994 -1.0000000180025095e-35 0.10457000000000001 0.097345000000000015 -0.075954999999999981 0.08844500000000001 -0.17307499999999998 0.098405000000000006 -0.065229999999999996 -0.085974999999999982 0.13635000000000003 -0.098524999999999988 0.090345000000000023 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -4 9 10 12 -12 13 15 16 -9 -15 -18 19 20 -19 23 -23 24 -17 26 -26 -27 -29 -30
right_child=1 -3 5 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 21 17 18 -20 -21 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=0.0028910339155560354 0.0035202103568681437 0.0040679885899667784 -0.0037479285137323472 0.0027211174577424476 -0.0037897460625452286 -0.0033533103641688487 0.0024086420333977341 -0.0040483828130998111 0.0040469501415046688 -0.0040532521330279995 -0.0036496056946596898 0.00095101325709041624 -0.0031859214542882693 -0.0023209267740122207 -0.0040660601428034 -0.0040549381419991114 -0.0024093933434896795 -0.0034581031983141916 0.0038304306424393475 0.0024408054119847132 0.0021008297555099274 0.0028868352063867058 -0.004052259476526229 0.0021101873176717612 -0.0031197746188558629 0.0017124407531244733 0.0030261240142157152 0.00023614369591431938 0.0036574148303467162 -0.003336749071940016
leaf_weight=0.033192370935012483 0.0086756477735434601 0.016881918600120005 0.033668300184901745 0.011328449435495713 0.065187849528400732 0.018877942754443211 0.10246728816923667 0.040615340881689499 0.023442535583399038 0.030465760341485182 0.068860397290336439 0.048830826769062696 0.052251689838669679 0.034857906815886963 0.022465753034339286 0.025425413228222893 0.023501957839016541 0.033036395378530869 0.13162522548736888 0.099289953297557076 0.026202077631751197 0.01649621021351777 0.048941596552026678 0.081750579747222107 0.11353136112120665 0.17349979091068402 0.038529341400135309 0.85477277980588695 0.012134038549447723 0.08611865038005817
leaf_count=41 21 30 41 23 171 26 294 199 111 67 46 26 332 21 14 213 37 54 148 61 18 7 317 76 80 97 8 1039 7 285
internal_value=0 -9.75047e-05 -0.000127726 -0.00217954 -0.00293115 -4.97494e-05 0.00151224 -0.000139142 -8.09137e-05 -0.000127815 -6.89826e-05 -0.00174078 3.37595e-05 0.000124072 0.0012358 -0.000152389 0.00157757 0.00201082 0.00236885 0.00115532 -0.000999303 -4.33497e-05 -0.00230298 6.33536e-05 -6.49657e-05 1.43772e-05 -0.00156252 0.00022723 -4.31551e-05 -0.00247298
internal_weight=0 2.34373 2.32685 0.0851919 0.0738635 2.24166 0.121345 2.12031 2.08665 2.0632 2.03274 0.117691 1.91505 1.86279 0.370979 1.49182 0.348514 0.313656 0.290154 0.158528 0.0592385 1.4512 0.0654378 1.38576 1.30401 1.27859 0.152061 1.12653 0.953025 0.0982527
internal_count=3910 3869 3839 215 192 3624 320 3304 3263 3152 3085 72 3013 2681 353 2328 339 318 281 133 72 2129 324 1805 1729 1516 88 1428 1331 292
is_linear=0
shrinkage=0.00404364


Tree=659
num_leaves=31
num_cat=0
split_feature=1 15 47 484 48 1 3 15 0 0 3 1374 52 12 15 402 133 133 160 3 3 50 12 4 52 403 133 123 15 156
split_gain=0.0649322 0.0977864 0.117312 0.0845728 0.0818118 0.0750852 0.0653116 0.0640766 0.0692293 0.0639873 0.0611678 0.0783364 0.0879093 0.059585 0.0741484 0.0690016 0.0649487 0.0735263 0.06687 0.0580313 0.0927328 0.0551044 0.0544096 0.0528741 0.0544403 0.0552241 0.0484476 0.0476564 0.0574671 0.0470751
threshold=0.094385000000000011 0.035895000000000003 0.087850000000000025 -0.0043499999999999988 0.12862000000000004 0.11026000000000001 -0.11266 0.079360000000000014 0.10302000000000001 -0.10303999999999998 0.084925000000000014 -0.094679999999999986 -0.094124999999999986 0.094045000000000004 0.088190000000000004 -0.47918499999999992 -0.090054999999999982 -0.085714999999999986 -1.0000000180025095e-35 -0.084129999999999996 -0.08348499999999999 0.14390500000000003 0.092255000000000018 -0.026614999999999996 0.091715000000000005 0.092300000000000007 0.024320000000000005 1.0000000180025095e-35 -0.10192499999999999 0.11896500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 21 -3 7 26 -9 -7 13 -12 -13 14 16 -15 -8 -18 -19 22 -21 29 -20 24 25 -16 -5 28 -22 -2
right_child=1 5 -4 6 -6 9 10 8 -10 -11 11 12 -14 15 23 -17 17 18 19 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012609398679551927 0.00090005367027009881 -0.0011860759612088928 -0.00013377638001975953 0.00075809862955818945 -0.00053780059387159703 0.0011789727408346978 -0.0013778780047910837 -0.0013819995339642195 0.0012542362135373841 -0.00056853296554928003 -0.0006763941476668027 -0.00099478175703091487 0.00058109194048583228 0.0011310679490456094 -0.00062378932277860574 -0.0013803072715115015 0.00093683093641880051 -0.0012454834750106432 -0.0013786355842162468 0.0012005525113924572 0.00029595186473431538 -0.0013770421046035942 0.00055249989563919304 0.001003912102877364 -0.0013781972870587271 0.00099662183364839082 -0.00036120217234023808 0.00090132709706272672 -0.00069361711361831972 -0.00064492913091460612
leaf_weight=0.12822004204872461 0.74424098243707681 0.16473055084725263 0.69564224067289615 0.35508873136859653 0.10281947336625308 0.065419323975220323 0.12132050673290029 0.072427648517987109 0.025344674591906369 0.09964608426525956 0.17953763529658318 0.07732656633015722 0.4863318834977689 0.023468502302421257 0.071934979977868352 0.16988787913987824 0.081315079203705287 0.15645966372721909 0.1359086959269008 0.090696419323649025 0.15423429734255478 0.022063982367399149 0.034473048221116187 0.1266127856724778 0.049488256037875544 0.088294480558033683 0.091707357918494381 0.05740905599668622 0.39101919541098951 0.03912444470643095
leaf_count=484 626 127 281 87 14 18 186 74 4 56 11 41 76 8 162 446 37 266 269 19 33 14 18 20 166 41 32 21 214 59
internal_value=0 0.000150478 0.000290471 -0.00016876 0.000615409 -0.00053035 -0.000122699 0.000308062 -0.000698631 0.000124045 -0.000216692 0.000113351 0.000364903 -0.000356654 -0.000267509 -0.00107549 -0.00042452 -0.000319517 -0.000419654 -0.000270062 -9.36622e-05 0.000762626 -0.000987912 0.000303355 -0.000119592 0.000269139 0.000528356 -0.000288432 -0.000413701 0.000822891
internal_weight=0 1.93369 1.60389 3.16851 0.908249 0.329796 3.04029 0.544568 0.0977723 0.165065 2.49572 0.743196 0.563658 1.75252 1.55917 0.193356 1.22284 1.10152 1.0202 0.863741 0.693359 0.805429 0.170382 0.336331 0.209718 0.160229 0.446796 0.602663 0.545253 0.783365
internal_count=3910 1195 994 2715 713 201 2231 197 78 74 2034 128 117 1906 1452 454 1063 877 840 574 287 699 287 389 369 203 119 268 247 685
is_linear=0
shrinkage=0.00137286


Tree=660
num_leaves=31
num_cat=0
split_feature=401 1446 1 0 3 403 3 4 475 0 48 15 0 2 13 13 13 403 3 12 4 42 130 43 2 15 4 15 2 0
split_gain=0.0165984 0.0166077 0.0169509 0.0412555 0.0365878 0.0277869 0.0269084 0.0295597 0.0345816 0.0296861 0.0264429 0.030319 0.0255402 0.0326455 0.0245907 0.0278901 0.0294655 0.0358624 0.0296714 0.0267919 0.0245408 0.0238252 0.0393821 0.0237418 0.0224747 0.0313646 0.042927 0.0245363 0.0320997 0.0304646
threshold=0.10711000000000001 0.11539000000000001 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 0.03138500000000001 -0.08348499999999999 0.018480000000000003 -0.083684999999999982 -0.11756999999999999 0.086065000000000016 -1.0000000180025095e-35 -0.083424999999999985 0.086875000000000022 -0.5337599999999999 -0.41810499999999995 -0.028919999999999998 0.097580000000000014 -0.115685 0.10058500000000002 -0.44477499999999992 -1.0000000180025095e-35 0.092690000000000008 -0.24333999999999997 0.14808000000000002 0.084695000000000006 0.22584000000000001 -0.0089749999999999986 0.075670000000000015 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 20 -6 8 -8 -9 11 -5 -13 -14 -15 -16 18 19 -17 21 -4 22 -18 -20 25 27 -27 -22 29 -29
right_child=-2 -3 5 10 6 -7 7 9 -10 -11 -12 12 13 14 15 16 17 -19 23 -21 24 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0036733859221602305 -0.0036041379914231162 -0.0036695764259259043 -0.0030382007484184483 -0.0036685525444026192 0.0036375089220634666 0.0023520287057935668 0.0026392613641430299 -0.0036737117877161359 -0.0036771386039358422 0.0007261694009025035 0.0020227206618153473 0.0023871021892747537 -0.0036722163275794651 -0.0036966126719687261 0.0036813841680893183 0.0022190565423409409 -0.0036701145704746132 -0.0036777774909515946 0.0036866002313319557 -0.0026291408726018001 2.3193930591244942e-05 0.002610977217547634 0.0030383695295364654 -0.0036767586363796938 0.0027814455185555158 -0.0031920920400647719 0.0017889478592290661 -0.0036407243900488809 0.0020546683120786047 0.0021598420826078901
leaf_weight=0.075044626323403918 0.017486558373150163 0.016626794588205374 0.032050822115593181 0.030536221829380206 0.017385556046065176 0.079861071711320508 0.01369868851497813 0.024940023608905904 0.076859412347631273 0.11736215761607127 0.090449987268584664 0.057238265433512292 0.0338084494768498 0.021502720424906197 0.03050410817377347 0.019100705918391081 0.024550183573410322 0.02206141837496034 0.0065087550319738998 0.021127059398395431 0.90374671206109225 0.12042972234484972 0.022491685451086596 0.060189250808320272 0.043907976288664829 0.079238353044161047 0.032820349835674278 0.029457166935571877 0.18518416214737954 0.020665005922637869
leaf_count=403 168 55 174 281 5 104 29 40 309 109 83 70 116 3 7 6 75 23 1 47 864 23 30 206 123 356 8 60 106 26
internal_value=0 -2.24336e-05 4.01549e-06 -0.000392869 -0.00143039 0.00025389 -0.000757758 -0.00108591 -0.00272166 -4.49582e-05 0.000209269 -0.000139688 0.000105488 -0.00023614 9.72314e-05 0.000346734 3.615e-06 0.000740493 -0.00180563 0.00125732 0.000127627 0.00174761 -0.00046265 -0.0029582 0.000205979 0.000115592 -0.00173322 0.000297476 0.00135092 -0.00124919
internal_weight=0 2.30935 2.29272 0.885789 0.32529 1.40693 0.250246 0.23286 0.0905581 0.142302 0.560499 0.470049 0.439512 0.382274 0.348466 0.326963 0.296459 0.21066 0.0857987 0.188599 1.32707 0.167472 0.0470419 0.066698 1.29502 1.25111 0.112059 1.13905 0.235306 0.0501222
internal_count=3910 3742 3687 1866 895 1821 492 487 338 149 971 888 607 537 421 418 411 198 213 175 1717 128 105 207 1543 1420 364 1056 192 86
is_linear=0
shrinkage=0.00366245


Tree=661
num_leaves=31
num_cat=0
split_feature=31 30 101 101 1373 151 49 52 133 133 4 159 42 13 1 2 0 49 474 403 40 12 15 1 131 47 3 128 50 4
split_gain=0.0159394 0.0164231 0.0157912 0.0187137 0.0155292 0.0156466 0.0195405 0.0229908 0.0343172 0.0287756 0.0273718 0.023321 0.0235094 0.0214155 0.0268942 0.0269092 0.0318458 0.0234347 0.0231193 0.0235709 0.0208474 0.0203217 0.0189019 0.0191416 0.0186113 0.0205839 0.0387283 0.0222129 0.0194996 0.0343819
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08175499999999998 -0.041339999999999995 0.11103 -0.52174999999999983 0.10513500000000002 0.11588000000000002 -0.036599999999999987 -0.26719999999999994 -0.0086749999999999969 -0.46732999999999997 0.091025000000000009 -0.10023999999999998 0.11368000000000002 0.091525000000000009 -0.13506999999999997 0.084840000000000013 -1.0000000180025095e-35 -0.088854999999999976 0.085025000000000003 0.089570000000000025 -0.091274999999999981 0.076710000000000014 0.097135000000000013 0.096300000000000011 -0.10628499999999998 0.089290000000000022 0.086465000000000014 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 9 -9 -7 -10 -12 -13 14 15 22 -17 18 -15 -20 -19 -8 -11 -24 25 27 -27 28 29 -21
right_child=1 2 3 4 -6 6 21 8 10 13 11 12 -14 17 -16 16 -18 20 19 24 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029434610373584779 -0.0032798559197638627 -0.0032707629943130221 0.0024264354467796365 -0.0027323747046491161 -0.0028909826841649767 -0.0028491519625695951 0.0015294287577423832 0.002604910619448144 -0.0032648255786105087 -0.0032682467724290242 0.0027351806616256438 -0.0019739305732102254 0.0021992845921191056 -0.0032728679876074243 0.0032178289878077985 -0.0012176560767765277 0.0021958426156667406 -0.0030020230130268235 -0.0029880068830376639 0.00022607935309355268 0.0030471156490637333 -0.0016528671913631052 -0.0019206541209172126 0.0022433458840402879 0.0018213972995990029 0.0030792473610250937 -0.0020277768214367639 -0.0032398581057907659 -0.0014136949317909136 0.0032568531001476051
leaf_weight=0.018745992673985135 0.01671105623245317 0.015921977428662415 0.032571782445303898 0.022428657471212143 0.020260386985682888 0.035992318110632637 0.14385935998211596 0.023305980233317314 0.065884057380969807 0.027478322769638908 0.018205576937816659 0.083857438529548634 0.017206666475885868 0.022280430691469344 0.045346557680431943 0.039581470763550897 0.10717944880616415 0.045512667271566554 0.026200892710678825 1.0212833288530156 0.0069451643280444833 0.024896634849483235 0.023697522185104458 0.023016799211518446 0.065196224546980264 0.018569751187897054 0.10179545673395285 0.019818634538864788 0.071267671921645959 0.041184462184446491
leaf_count=113 2 6 3 65 19 188 153 64 273 21 36 119 55 99 111 28 50 234 383 1009 13 142 19 38 104 9 122 67 233 132
internal_value=0 -6.79635e-05 -4.36847e-05 -2.02744e-05 -5.71312e-05 -3.03268e-05 -1.7344e-06 -9.35756e-05 -0.00111427 2.85436e-05 -0.00158242 -0.000653065 -0.00126342 8.92431e-05 0.000936477 0.000468273 0.00127522 -6.74305e-05 1.32342e-05 6.68597e-05 -0.00220115 0.00105994 -0.00112796 0.000131007 0.000126631 3.98965e-05 -0.00123987 0.000173431 0.000233099 0.000343561
internal_weight=0 2.22746 2.21075 2.19482 2.16225 2.14199 2.11956 1.95081 0.20846 1.74235 0.185154 0.11927 0.101064 1.70635 0.2663 0.220954 0.146761 1.44005 1.3876 1.36532 0.0524578 0.168756 0.0741926 0.0467143 1.33912 1.27392 0.120365 1.15355 1.13374 1.06247
internal_count=3910 3797 3795 3789 3786 3767 3702 3407 547 2860 483 210 174 2672 267 156 78 2405 2158 2059 247 295 78 57 1676 1572 131 1441 1374 1141
is_linear=0
shrinkage=0.00325215


Tree=662
num_leaves=31
num_cat=0
split_feature=1213 475 0 160 4 52 52 133 43 403 39 1186 1 38 3 483 15 49 49 33 42 52 12 1375 457 1375 3 3 12 0
split_gain=0.0746725 0.0616939 0.0547867 0.0719619 0.071536 0.0899311 0.0707182 0.0697784 0.0727611 0.0687509 0.0697014 0.0713564 0.053482 0.0622449 0.0527178 0.056476 0.0522115 0.0642543 0.105764 0.0831829 0.0753202 0.068282 0.0696257 0.0569539 0.0786795 0.0637806 0.0602574 0.0672667 0.0707314 0.0568545
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.017269999999999997 -0.40446999999999994 -0.49837999999999999 0.10433000000000002 0.11588000000000002 -0.26719999999999994 -0.34918499999999997 -0.082404999999999992 0.005105000000000001 0.085080000000000003 0.086245000000000002 0.13905500000000001 0.31335500000000011 0.086245000000000002 0.22941000000000003 -0.18178499999999997 -0.088329999999999978 -0.007134999999999999 0.10138000000000001 -0.42985499999999993 0.10007000000000001 -0.43271999999999994 0.12473000000000002 0.08920500000000002 -0.08095999999999999 -0.082304999999999975 0.085945000000000008 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 -5 -9 -10 11 14 -12 -14 15 16 17 -11 -19 -20 21 -21 23 -23 25 26 27 28 -25 -30
right_child=2 -3 4 7 6 -7 -8 8 9 10 12 -13 13 -15 -16 -17 -18 18 19 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0013003678140448408 -0.0012195336957099153 -0.0011528605261924515 -0.00098955669121429863 -0.001118701210273879 0.00079847600628410681 0.00063798070248814829 -0.00037257641220028959 -0.00088639131826741074 -0.0011100843509236468 0.00085123398538397457 -0.00069184807943659847 0.00095558271984876443 0.00099603363874243254 -0.0013022156275846796 0.0010648547854147654 -0.00090416331570481183 -0.00097971014862561568 -0.00092369289756786762 -0.0013051934894939895 -0.0012974319287003494 -0.0011237648950324583 -0.00048426663912984834 0.00096938552024761118 0.00044415997733070493 0.0011073749126517998 -0.0013021701401622066 0.00028474243496139171 -0.0013047507044780758 -0.00090464243540712202 0.00072558833118012422
leaf_weight=0.019327216781675816 0.089048267028829176 0.15272243795902785 0.13299614666630077 0.098632579746208537 0.43194358384425857 0.099201879991596797 0.10785353201754333 0.15485005161008336 0.088277992409985795 0.13971300176581625 0.045245676854392403 0.1234004413081492 0.26178092104419193 0.021329437848180532 0.069894279325126152 0.1305654062675784 0.094954650310682953 0.21318577223428681 0.076504814496733853 0.056702677192792872 0.086325850817047356 0.26376523480940406 0.1578258766021462 0.24166956823410513 0.13543799838953408 0.053796092106494942 1.2423497007912154 0.082854386143481173 0.17452764054678482 0.045043279540550429
leaf_count=4 251 588 140 198 223 18 49 114 418 27 15 30 255 4 96 258 24 71 24 167 67 16 57 175 29 24 345 69 136 18
internal_value=0 -0.000877277 -1.02272e-05 -6.91252e-05 0.000306213 -0.000294224 0.000564495 -4.38847e-05 -1.7114e-05 1.82611e-05 4.506e-05 -1.00875e-05 0.000614162 0.000822884 -4.65836e-05 -7.08959e-05 -3.53957e-05 -5.20176e-06 -4.74829e-05 2.39002e-05 6.39278e-05 0.000105708 0.000138897 8.03679e-05 0.00015575 8.57124e-05 0.000127506 -0.000231516 -3.87266e-05 -0.000570213
internal_weight=0 0.17205 4.91968 4.14768 0.771995 0.232198 0.539797 4.05863 3.96 3.80515 3.71687 3.38852 0.328356 0.28311 3.26512 3.19522 3.06466 2.9697 2.82999 2.6168 2.5403 2.45397 2.39727 2.23944 1.97568 1.84024 1.78644 0.544095 0.46124 0.219571
internal_count=3910 592 3318 2888 430 158 272 2637 2439 2325 1907 1633 274 259 1603 1507 1249 1225 1198 1127 1103 1036 869 812 796 767 743 398 329 154
is_linear=0
shrinkage=0.00129368


Tree=663
num_leaves=31
num_cat=0
split_feature=1456 1 484 15 47 1 44 1426 48 0 12 43 457 14 3 150 0 1213 457 1 51 2 3 0 15 1213 42 394 394 150
split_gain=0.051813 0.0506137 0.0529024 0.0521165 0.0689177 0.0659431 0.0594068 0.0602591 0.0676947 0.0529365 0.0492593 0.0565392 0.0513069 0.046811 0.0485258 0.0568687 0.0692612 0.0490074 0.0499178 0.048445 0.0484252 0.0469884 0.0514831 0.0701447 0.0629436 0.0731504 0.0649297 0.0615663 0.0499778 0.0456904
threshold=-1.0000000180025095e-35 0.094485000000000013 -1.0000000180025095e-35 0.035895000000000003 0.09252500000000001 0.11026000000000001 0.086480000000000015 -1.0000000180025095e-35 0.12862000000000004 -0.10303999999999998 0.091405000000000014 -0.0086649999999999974 0.53894500000000012 0.077685000000000018 -0.11266 0.11247500000000001 -0.230625 -1.0000000180025095e-35 -0.066264999999999991 0.092730000000000021 0.089355000000000004 0.114165 -0.084129999999999996 -0.07773999999999999 0.083935000000000023 0.045210000000000007 0.092395000000000019 -0.081934999999999994 -0.083659999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -3 10 -7 12 -12 -9 14 -4 16 -16 -18 -19 20 21 22 23 27 26 -26 -24 28 -20 -6
right_child=1 3 13 5 29 9 -8 8 -10 -11 11 -13 -14 -15 15 -17 17 18 19 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00087536229298698003 -0.001350985913468643 -0.0013752038573105719 0.00035217731142450767 -0.001146475542097886 -0.0011403484165016481 0.0011562479149656926 -0.001175737124702071 0.001071169850933251 -0.00041904167913607755 -0.00050127971632236924 -0.00085654309052822205 0.00086509231400697659 -0.0010568284751159313 -0.0013500382225448016 0.00094353541900116895 -0.0012923370446956686 -0.001347352882925782 -0.0013548454512118343 -0.0013495697492058221 -0.0011420886742442972 -0.0013544127646051278 -0.0011975414254314534 8.8946685338939718e-05 0.00041490011020365176 0.00094060336039574995 -0.0013487102574119658 -0.0013612607697585082 -0.0013489557300084022 0.0013699752678193204 5.0937503979644595e-05
leaf_weight=0.12842845388786361 0.062125270462957238 0.027178152471605932 0.41604748841928163 0.11305335097131308 0.066938533782376908 0.062617365489131771 0.035837116462062113 0.53023958763515111 0.092334039916750044 0.078869207034585997 0.062575781572377309 0.077171794780042546 0.021351654722820967 0.052626679079366911 0.1073770452494508 0.076247363680522429 0.061718387702059618 0.058155132313915003 0.019627497990768461 0.07554006411373837 0.049328110842907225 0.057375200262867909 0.92365333939232697 0.11115722470367484 0.25924246287104324 0.02801742209794611 0.059533797129915911 0.15141394223110183 0.032531102799111977 0.45319061623922607
leaf_count=369 354 36 131 101 28 18 13 519 13 56 49 86 5 77 18 46 459 71 56 58 98 92 314 57 184 84 50 270 3 195
internal_value=0 -7.56004e-06 -0.00012388 0.000179094 0.000283229 -0.000380087 0.00052011 0.000595061 0.000663391 0.000232288 0.000807959 9.41832e-05 0.000988797 -9.3862e-05 -6.72801e-05 -0.000151549 -0.000107942 -0.000167765 -0.000127886 -8.75145e-05 -4.04292e-05 -9.68483e-07 4.23413e-05 -0.000444996 0.00016307 0.000717319 1.13395e-06 -0.000914527 0.000346599 -0.000102376
internal_weight=0 4.22307 2.60172 1.62136 1.36682 0.25454 0.846688 0.810851 0.783673 0.141487 0.691339 0.139748 0.551591 2.53959 2.48697 2.07092 1.99467 1.88729 1.82558 1.76742 1.69188 1.64255 1.58518 0.31473 1.27045 0.28726 0.983187 0.203573 0.0521586 0.520129
internal_count=3910 3541 2422 1119 944 175 721 708 672 74 659 135 524 2068 1991 1860 1814 1796 1337 1266 1208 1110 1018 386 632 268 364 329 59 223
is_linear=0
shrinkage=0.00134594


Tree=664
num_leaves=31
num_cat=0
split_feature=1 484 14 3 3 2 15 403 12 40 51 1186 52 52 1374 151 151 151 16 457 12 47 2 10 160 2 4 15 9 157
split_gain=0.0559601 0.0675075 0.0627841 0.0707808 0.0660597 0.0743295 0.0694022 0.0712915 0.057922 0.0679799 0.0717106 0.0567588 0.0666184 0.0501463 0.0581551 0.0570305 0.0489088 0.0617147 0.0623248 0.0737792 0.0451154 0.0442739 0.0860646 0.0764097 0.0547044 0.0630988 0.0494893 0.056204 0.0431688 0.0510758
threshold=0.094385000000000011 -0.065229999999999996 0.077685000000000018 -0.11266 0.084925000000000014 0.085355000000000014 0.083935000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 -1.0000000180025095e-35 0.091715000000000005 -0.087094999999999992 -0.094679999999999986 -0.0068399999999999989 -0.40391999999999995 -0.093064999999999981 -0.072804999999999981 -0.070739999999999983 0.093225000000000016 0.09550500000000002 0.086545000000000025 -0.012684999999999998 -1.0000000180025095e-35 0.088210000000000025 -0.0017649999999999999 -0.106555 -1.0000000180025095e-35 -0.07686999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 20 -8 9 10 -2 -9 -13 -7 -15 -16 -10 -18 19 -19 21 22 -5 -23 -24 -26 -27 -28 -20 -30
right_child=8 2 -4 4 5 13 7 11 16 -11 -12 12 -14 14 15 -17 17 18 28 -21 -22 23 24 -25 25 26 27 -29 29 -31
leaf_value=-0.0013771586556274951 -0.0013798116356152448 0.0003805920068096117 -0.001379733757351844 -0.0011082423338607701 0.0013255705124275762 -0.00090581645615961078 -0.0013735458465976391 -0.0013775771079430179 -0.0013430695622477502 -0.001379443372998895 0.00095605128500074433 0.00051225093901575698 -0.0007582244615479542 -0.00053316162318407594 0.00096740021608944298 -8.8538622840276897e-05 0.0012795647725148819 -0.0010117797061567108 0.0014102686474452388 0.00045378897612351454 -0.0013867965859048052 0.0014577004528773941 -0.0010944606405448719 -0.0012385774023247265 0.0011786964488789665 0.00031236300642723496 0.00020681175511931218 -0.0012552218575648912 0.0003827376714048348 -0.00061394976505424351
leaf_weight=0.084102261604130368 0.026790269352204632 0.48491477110656056 0.073930859425672568 0.32756347146869325 0.089167720921977778 0.099912799880257808 0.062616636958409799 0.04152538908419956 0.048529084720939752 0.029778325231745839 0.32862931620456937 0.44163625584042154 0.094419171779009048 0.1640441850759089 0.19402123799955007 0.19159905864216853 0.07386299306017452 0.073067962723143864 0.025821238756179588 0.56804368280063466 0.10973909278163774 0.054813239723443985 0.1091177260477717 0.031020081440146896 0.070809850020394971 0.17183748091065432 0.081410180849162184 0.12665807738176071 0.12280345305225615 0.45951866528867014
leaf_count=407 10 140 90 231 17 42 548 37 28 8 384 198 188 10 24 40 32 33 1 257 247 1 196 61 21 88 48 81 89 353
internal_value=0 -0.000163949 -0.000130172 -9.88221e-05 -0.000193251 0.000150208 -0.000340496 1.78483e-05 0.000142651 0.000613044 0.000779982 0.000168692 0.000288473 -1.11341e-05 0.000151493 0.000442747 1.05514e-05 6.01993e-05 -1.18965e-05 0.000286757 -0.000552332 -0.00045824 -0.000549307 0.000483268 -0.000222269 -1.11121e-05 -0.000232878 -0.000683177 -0.00032674 -0.000403763
internal_weight=0 3.10486 3.02076 2.94683 2.46191 0.738745 1.72317 0.640197 1.75684 0.385198 0.35542 0.577581 0.536055 0.649577 0.549664 0.38562 1.37165 1.32312 1.24926 0.641112 1.08297 0.97323 0.887397 0.0858333 0.559833 0.450716 0.379906 0.208068 0.608143 0.582322
internal_count=3910 2715 2308 2218 2078 133 1945 971 1195 402 394 423 386 116 74 64 793 765 733 290 974 727 665 62 434 238 217 129 443 442
is_linear=0
shrinkage=0.00137286


Tree=665
num_leaves=31
num_cat=0
split_feature=1456 1453 453 1 15 1 0 1 47 1 0 157 1 47 483 47 1 0 15 12 51 15 15 151 151 52 9 132 13 1186
split_gain=0.0165562 0.0210524 0.0166572 0.0179753 0.0354884 0.0366499 0.0316567 0.0292462 0.0283637 0.0385983 0.0314276 0.0251387 0.0265959 0.0247203 0.0233126 0.02627 0.0327055 0.0253644 0.0249174 0.0227153 0.0231284 0.0248218 0.0372083 0.0257447 0.0416287 0.0267194 0.0238301 0.0245973 0.0216828 0.0201442
threshold=-1.0000000180025095e-35 -0.09343499999999999 0.089535000000000017 0.094385000000000011 0.035895000000000003 0.11026000000000001 -0.10303999999999998 0.092730000000000021 0.09252500000000001 0.11167500000000001 -0.082074999999999995 -0.081824999999999995 0.11235500000000002 0.10783500000000001 0.083960000000000021 0.09550500000000002 0.091310000000000016 -0.230625 -0.14676499999999995 -0.095029999999999989 0.089355000000000004 -0.094924999999999995 -0.0063699999999999989 -0.083919999999999981 -0.080994999999999998 -0.27466499999999994 0.081505000000000008 -1.0000000180025095e-35 -0.074599999999999986 0.091570000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 8 -6 -7 14 9 -5 11 -11 -13 -10 15 16 17 -2 -19 -20 21 -21 23 -23 -25 28 27 -24 -26 -29
right_child=2 -3 -4 4 5 6 -8 -9 13 10 -12 12 -14 -15 -16 -17 -18 18 19 20 -22 22 26 24 25 -27 -28 29 -30 -31
leaf_value=0.0028245428053852292 0.0027146152642902742 -0.0036462068963577588 -0.0028146127561653393 0.0028744307228041701 -0.0037527790628057145 0.0037697466820751143 -0.0018652627511238304 -0.0034140180854651601 -0.0023355427481532042 0.0042412761001650113 0.0032675499903013251 -0.0038995977245792467 0.00010300177125014995 0.00062844621859392503 -0.0042135068775955411 0.0026673298225056287 -0.0035449480894292709 -0.0042231339680968974 -0.0040950960785742776 0.0017952400075673257 -0.0028454573427319045 -0.0042253601173259658 -0.0042165316444247392 0.0031976268948453114 0.0026333159543550683 -0.0039814268120759262 -0.0042119356330627628 0.00069127970553405527 -0.0042126856715154542 -0.0042147173089137806
leaf_weight=0.011163239313987106 0.056356663148108388 0.043872228321788831 0.036544992791277653 0.21379664153300826 0.063195000131372581 0.031826507534788107 0.039599272091436433 0.049574584480296724 0.066984850369408377 0.016181983286514878 0.046813984340133175 0.045654727131477557 0.082430785789483707 0.19414287326526392 0.024213363277055922 0.060183382030572719 0.04906520289000571 0.0263113099969704 0.024407374686234218 0.13898143537471686 0.048044624564454463 0.054432981154775462 0.019447583496572163 0.034323592156397353 0.026662433002002217 0.058591455936266246 0.019972497866547201 0.66487999425743172 0.011817355535072238 0.015150457739309786
leaf_count=31 22 338 49 302 106 18 54 77 63 3 213 12 175 148 220 78 59 71 37 114 154 123 210 21 19 161 31 900 82 19
internal_value=0 -0.0023337 2.18175e-06 4.9336e-05 0.000550967 -0.00141911 0.000645633 -0.000241184 0.000949182 0.00164642 0.000272422 -0.00069948 -0.00132368 -0.00013188 -0.000123171 -4.74882e-05 -0.000178361 -4.06375e-05 -0.000176485 -8.11402e-05 8.55103e-06 0.000139859 -0.000114281 -0.00179249 -0.000784626 -0.00219272 0.000319187 0.000448566 0.000530871 0.000581979
internal_weight=0 0.0550355 2.21959 2.18304 0.800627 0.134621 0.0714258 1.38242 0.666006 0.404878 0.191081 0.144267 0.128086 0.261128 1.33284 1.30863 1.24844 1.19938 1.14302 1.11671 1.0923 1.04426 0.905278 0.185828 0.131395 0.0970712 0.719451 0.699478 0.0384798 0.68003
internal_count=3910 369 3541 3492 1094 178 72 2398 916 705 403 190 187 211 2321 2101 2023 1964 1942 1871 1834 1680 1566 406 283 262 1160 1129 101 919
is_linear=0
shrinkage=0.004207


Tree=666
num_leaves=31
num_cat=0
split_feature=4 11 151 0 0 42 1213 43 1 48 0 160 14 160 43 43 16 1213 402 1186 43 160 42 457 13 13 42 15 15 43
split_gain=0.0533035 0.0873808 0.0611057 0.0525063 0.0690534 0.0616789 0.0589269 0.0587556 0.0566338 0.0720528 0.0680484 0.063494 0.0633645 0.0534307 0.048308 0.0563007 0.0452011 0.0436554 0.0666875 0.0475961 0.0512178 0.0817327 0.0741288 0.0672101 0.0576647 0.054346 0.0536611 0.062121 0.0467544 0.0805993
threshold=0.27608500000000008 0.08184000000000001 -0.27336999999999995 -0.13870499999999999 -0.017269999999999997 0.086825000000000013 0.041025000000000006 -0.46376499999999993 1.0000000180025095e-35 0.084905000000000022 -0.18087499999999998 0.088785000000000017 0.064610000000000015 -0.217635 -0.076484999999999984 0.056750000000000009 0.15737500000000001 0.032650000000000005 1.0000000180025095e-35 0.085080000000000003 -0.074254999999999988 -1.0000000180025095e-35 0.083725000000000008 -1.0000000180025095e-35 -0.10023999999999998 -1.0000000180025095e-35 -0.10770999999999999 0.041585000000000004 0.083935000000000023 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 6 14 13 -7 -1 12 11 -11 -10 -5 -6 16 -16 18 19 20 21 -15 -23 -24 -22 -26 -27 -28 29 -25
right_child=2 -3 -4 4 5 7 -8 -9 9 10 -12 -13 -14 17 15 -17 -18 -19 -20 -21 24 22 23 28 25 26 27 -29 -30 -31
leaf_value=-0.00088878430671479841 -0.0011122592395961441 -0.0011496558425781748 0.00053013097031352568 -0.0011391294499502502 0.0010424580356435873 0.00096810845896760868 -0.0012497077851284948 -0.00080597668864705206 0.00093519623128373035 -0.00077387039448843071 0.0009325756620298984 0.00015306365067755212 -0.00044296284900079684 -0.00094411852923559499 0.00086090746191759559 0.00067262125144168029 -0.0010195218812681004 0.0013085937968344348 -0.0011426830438673458 0.00071447564880270514 0.00014880526683566623 -0.00047032277785027959 -0.0012597232471769607 -0.00020297067100981137 -0.0011558216130677197 0.0012536104139693788 -0.0001682241885972638 -0.0012778205710340055 0.0010396458003211326 0.0010362831211768249
leaf_weight=0.073693603091669724 0.040155540467821993 0.12135037668576831 0.39384814889945108 0.094650771834496328 0.16247576383921114 0.038872530218213797 0.091091129162577889 0.13201028285220673 0.31302017400594195 0.19131799123351811 0.10313289804071246 0.31393606201163493 0.064770731918542879 0.12036519654611966 0.027648879266052862 0.1448646092103445 0.080236304174832185 0.031867846228578744 0.11105186726717864 0.10128707590411057 0.22555164463119581 0.20911136315135037 0.036369637068448535 0.22803892363936185 0.19461197500982053 0.031163551273493795 0.29529660119123813 0.11192706269048358 0.18493923543792334 0.13405103354488901
leaf_count=30 20 160 421 288 69 4 318 64 88 43 75 32 69 323 20 33 68 4 294 34 95 246 70 158 600 12 99 80 32 61
internal_value=0 -8.99872e-05 0.000378171 -5.6564e-05 -0.000147927 0.000238948 -0.000250931 -0.000402407 0.000183723 0.000263868 -6.28531e-06 -0.000197926 0.000698916 -0.000207819 0.000502892 0.000156042 -0.000537604 -0.000164086 -0.000187743 -0.000131115 -0.000179465 2.96825e-05 0.000177582 0.000409814 -0.000401846 -0.000598055 -0.000350448 -0.000473201 0.000520815 0.000255819
internal_weight=0 3.96871 0.434004 3.84735 2.78748 0.586108 2.20137 0.170883 1.05987 0.986178 0.608387 0.505254 0.377791 2.11028 0.415226 0.25275 0.107885 2.01563 1.98377 1.87271 1.77143 0.912875 0.79251 0.583399 0.858551 0.632999 0.438387 0.407224 0.547029 0.36209
internal_count=3910 3469 441 3309 2972 258 2714 68 337 307 150 75 157 2396 190 121 88 2108 2104 1810 1776 890 567 321 886 791 191 179 251 219
is_linear=0
shrinkage=0.00126831


Tree=667
num_leaves=31
num_cat=0
split_feature=403 403 133 160 1212 123 2 1 48 42 1 148 52 15 484 123 15 14 51 3 2 15 0 13 0 48 15 12 48 394
split_gain=0.0162011 0.0161569 0.0209514 0.0198419 0.0200927 0.0185509 0.0293228 0.0238806 0.0285093 0.0252442 0.0295361 0.027752 0.0282134 0.0240678 0.0235085 0.0221838 0.0207412 0.0214294 0.0199376 0.0194315 0.034452 0.0334519 0.0381023 0.0397985 0.0423938 0.03407 0.0332695 0.0303695 0.0296705 0.0278493
threshold=0.41668500000000003 0.37674000000000007 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.093655000000000002 0.14000500000000002 0.12649500000000002 -0.11145999999999999 0.10420500000000001 -0.07990499999999999 -0.42985499999999993 -0.11739999999999999 -0.0043499999999999988 0.084780000000000008 -0.26361999999999991 -0.46879999999999994 -0.10748999999999999 -0.11266 0.10705000000000002 0.088190000000000004 -0.10131499999999999 -0.083514999999999992 -0.089879999999999974 0.085875000000000021 0.079360000000000014 0.086865000000000012 0.092755000000000018 -0.082514999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 15 8 9 -6 14 -12 -13 16 -11 -7 17 -14 -16 26 21 22 25 24 -24 -21 -20 -23 29 -25
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 11 12 13 -15 18 -17 -18 -19 19 20 -22 27 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026581203569140672 -0.0036664638744853938 0.0030656232752252124 -0.00239190354756372 -0.0036680316866796008 -0.0028136410753764871 0.0036678395745418828 0.0028209259700488522 0.0019692673062517308 -0.0020410829229029867 -0.0026901000798011119 -0.002985566384312795 -0.0036684520511936123 -0.0013690411543337147 0.0022457059187744447 -0.0027878871804336101 -0.0025831918188371343 -0.0013912616670356426 0.0029242354948494161 0.0016597958951711049 0.0012840494748469215 -0.0027019040727640311 -0.002871720647080665 -0.0036720430457224044 0.0010843396002444849 0.0012187678737344159 -0.00076100963894699654 -0.0021354469340618275 0.0021400971855834987 0.00097291632796989841 -0.0030632764555842528
leaf_weight=0.040599549302897997 0.016464182934782801 0.022531791122673783 0.045622702282573147 0.019322713332999064 0.041196566760450026 0.010149247183562582 0.077202511559335107 0.079213728265130956 0.094770126997445803 0.047595529686022764 0.02204886743629686 0.01497567209639783 0.022921174038856407 0.20662595198382416 0.035254408748530586 0.030498447581294386 0.058170769332718919 0.048788241215333983 0.17931691678677575 0.26007230220784638 0.068976457341818675 0.018413896457445844 0.029176013959386182 0.024598863638745527 0.12837156579576092 0.18844725918643235 0.037453039067258942 0.13597736415545114 0.03717622174576718 0.18522741633658701
leaf_count=222 107 15 290 154 148 39 173 120 75 462 21 79 24 192 142 98 31 80 107 87 89 37 61 71 181 49 31 304 38 383
internal_value=0 -1.98942e-05 -5.16662e-05 -2.39137e-06 4.94731e-05 8.39644e-05 0.00149533 -6.91799e-07 -8.34514e-05 2.01484e-05 8.68741e-05 0.00100022 0.00125025 0.00146915 -0.000161054 -0.00102238 0.000233735 0.00155193 -7.0444e-05 3.63678e-06 -0.000197826 -2.63828e-05 -0.000310297 -0.0011253 0.000313046 0.00042481 0.00100406 0.00154235 -0.00204273 -0.00257703
internal_weight=0 2.2107 2.18816 2.14756 2.10194 2.08262 0.11785 1.96477 1.88555 1.79078 1.74959 0.373531 0.351482 0.336506 1.37606 0.0406477 0.12988 0.0717094 1.32846 1.29321 1.07644 1.00746 0.85307 0.40455 0.157548 0.44852 0.21677 0.154391 0.247003 0.209826
internal_count=3910 3803 3788 3566 3276 3122 310 2812 2692 2617 2469 427 406 327 2042 137 135 104 1580 1438 1300 1211 870 734 242 136 138 341 492 454
is_linear=0
shrinkage=0.00366245


Tree=668
num_leaves=31
num_cat=0
split_feature=1 52 14 0 43 39 48 50 51 38 51 47 43 4 160 3 2 3 12 1375 131 402 151 457 2 484 0 1186 133 1212
split_gain=0.0926428 0.0572647 0.0561365 0.0531814 0.0693165 0.0591612 0.069554 0.0813454 0.0684789 0.0696151 0.0616718 0.0555409 0.0746109 0.0744825 0.0531675 0.0512563 0.0696331 0.0588908 0.0806467 0.0793834 0.079218 0.0783836 0.0748056 0.0769277 0.121586 0.0602496 0.0895225 0.0653054 0.0929777 0.0784978
threshold=0.10113500000000002 -0.42985499999999993 0.077685000000000018 -0.017269999999999997 -0.27619499999999997 0.005105000000000001 0.12675000000000003 0.11551000000000002 -0.40274499999999996 0.13905500000000001 0.13339000000000004 0.096475000000000019 -0.073139999999999983 -0.048489999999999991 -0.079234999999999986 -0.11266 0.11635500000000001 0.094625000000000015 0.094045000000000004 -0.089714999999999975 0.084390000000000007 -0.47918499999999992 0.056555000000000001 0.088175000000000017 0.097940000000000013 -0.0043499999999999988 -0.23029999999999998 0.085080000000000003 -0.0023199999999999996 -0.5172699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 -3 6 7 11 -7 -10 -8 13 -13 -6 -15 -1 17 18 19 -17 25 -20 23 24 -19 -21 -27 28 29 -28
right_child=1 3 -4 -5 5 8 10 -9 9 -11 -12 12 -14 14 -16 16 -18 22 21 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0001941386374371394 -0.0012464338946174807 -0.001092605487945761 -0.0012477805890435494 0.00089653467632630176 -0.00037131543439494644 -0.0012498113486856602 -0.0011439854159602822 -0.0012482313514570044 0.001158083146225399 -0.0012525933078424139 0.00010347707453175915 0.00047741983047965036 -0.00077444945543100505 -7.7658084461325968e-06 0.00096376123607029617 -0.0011706649471614715 -0.0011443151326476653 -0.00087931174468682156 0.0010856126321759046 -0.0012492221511219263 -0.0011155475479311698 -0.0012543572247774052 -0.00068592829721576484 0.0010733266710135647 0.00082654636292508012 0.0010113331494007946 0.0008491042005953944 0.00069691329169618995 -2.5917200206872839e-05 -0.0010912083701624031
leaf_weight=0.56293970125170778 0.042549356615381728 0.06713651749305416 0.073474734223054727 0.15987282004971337 0.11365346716775049 0.024196550570195541 0.12000104223261587 0.053961639980116161 0.21255804368956877 0.020289504434913397 0.12520960916299373 0.15428050406626426 0.14077700131383608 0.11251483473006318 0.38548699252351148 0.11971527118476188 0.11970132011401791 0.1251915097964228 0.025014063663547859 0.063859077709596757 0.11772663145211471 0.19222688484433081 0.11845963238738477 0.17233930506336037 0.13348380048319086 0.12120876337576314 0.037305557834770298 0.14602865334290971 1.2053432369043489 0.23731575837200702
leaf_count=196 115 18 108 162 27 7 38 48 227 4 28 36 42 48 187 68 160 52 6 292 281 482 10 19 35 22 21 57 591 523
internal_value=0 0.000178265 -0.000172145 0.000214136 0.000142834 0.00019953 8.40831e-05 0.000234957 0.000741135 0.000948025 -0.000507005 0.000323227 -0.000119868 0.000536973 0.000744262 -0.00014955 -0.000215472 -0.000175979 -0.000264544 -0.000188148 -0.000127166 -0.000984923 0.000189217 0.000429741 9.59446e-07 -6.29168e-05 -1.95581e-05 -9.64054e-05 -0.000174682 -0.000827629
internal_weight=0 1.73249 3.57133 1.68994 1.53007 1.46293 1.20589 0.960674 0.257044 0.232848 0.245211 0.906713 0.295058 0.611655 0.498002 3.49786 2.93492 2.81522 2.26574 2.0485 1.92879 0.217241 0.549474 0.431015 0.258675 1.81106 1.7472 1.62599 1.47996 0.274621
internal_count=3910 987 2923 872 710 692 454 388 238 231 66 340 78 262 235 2815 2619 2459 2343 1855 1787 488 116 106 87 1506 1214 1192 1135 544
is_linear=0
shrinkage=0.00124344


Tree=669
num_leaves=31
num_cat=0
split_feature=393 1373 14 147 51 131 1 47 44 1 0 3 151 2 4 2 156 11 3 52 1 0 48 16 0 12 15 3 4 475
split_gain=0.0154293 0.015403 0.0155656 0.0249083 0.0187706 0.0261286 0.024229 0.0321151 0.0228607 0.0256234 0.0358159 0.0367226 0.0335013 0.0495169 0.0409474 0.0485938 0.0258263 0.0244925 0.0243011 0.0361503 0.0257515 0.0234747 0.0230724 0.0265228 0.0467309 0.0260105 0.0361008 0.0214078 0.0270052 0.0355616
threshold=-1.0000000180025095e-35 0.11103 0.077685000000000018 0.111195 -0.40274499999999996 0.10350000000000001 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 0.076710000000000014 -0.084794999999999995 -0.083604999999999985 0.056555000000000001 1.0000000180025095e-35 0.0045450000000000013 0.113945 0.090385000000000007 0.087830000000000005 0.045635000000000002 -0.069134999999999988 0.089175000000000018 -1.0000000180025095e-35 0.086065000000000016 -0.083144999999999983 -0.055084999999999988 0.084475000000000008 0.085120000000000015 -0.08348499999999999 0.018480000000000003 -0.083684999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 9 10 11 -6 13 21 -14 -16 17 18 -15 20 -20 -11 23 25 -25 -12 -27 -13 29 -29
right_child=1 -3 3 -5 6 -7 -8 -9 -10 12 22 27 14 16 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0031285492291404688 -0.0031326365512159573 -0.0027704177986166392 -0.0027965822474905512 0.0031380961426659801 -0.0031342402434850277 0.0015203155819503902 0.0018075486547261932 -0.0020977930435736973 -0.0026834968836353793 -0.00046484760116264571 0.0031451986961108492 0.0030851990008289804 -0.0023277514286443421 0.0026647874131934209 0.0031465028608508999 -0.0016769662151875297 -0.00086115726137532978 -0.001285038188401251 0.0013921102780203067 0.0018636320403123342 -0.0017572529656668854 0.0028192128025516703 0.0017486938576328063 -0.0031312043029896298 3.3364309244413112e-05 -0.0026532284536798386 0.0011974808222427026 0.0027738949966314994 5.705323035124952e-05 -0.0031371175305672204
leaf_weight=0.015686895066778894 0.039272864543024144 0.019676046300446504 0.039414029992258182 0.0083792502191499807 0.069026414522255664 0.016852531922268099 0.077818291595349254 0.067000557494111379 0.028318023361862177 0.31607879396881344 0.039061547489837922 0.014936214185581775 0.085891885721139261 0.1553803397584943 0.041316182266200485 0.040328006689833273 0.050693302431227494 0.029558427919255337 0.045322422412937158 0.22628123076356133 0.057621251401542395 0.022801751065344211 0.081947091738584277 0.059005811484383885 0.20060830014130826 0.031815485067795635 0.094294581411418221 0.011698817156229779 0.13567251625477184 0.066330063908709436
leaf_count=76 123 19 119 7 390 13 153 97 48 689 7 5 56 203 30 16 159 40 14 110 42 65 78 586 128 41 96 27 158 315
internal_value=0 -1.72818e-05 7.88201e-06 -0.0017561 4.79338e-05 -0.00173551 9.67899e-05 2.9246e-05 0.000104096 0.000146181 -0.000275442 -0.00113604 0.00046277 0.000700773 -0.00082109 0.000763959 0.00126751 0.00147738 0.00164587 0.00116499 -0.000370701 -0.000243878 0.000230087 -6.2873e-05 -0.000685888 0.000916371 0.000226011 -0.000532774 -0.000785645 -0.00225088
internal_weight=0 2.1724 2.15273 0.0477933 2.10493 0.0561254 2.04881 1.97099 1.90399 1.87567 0.804397 0.297664 1.07127 0.903738 0.167536 0.0816442 0.564857 0.514164 0.484605 0.329225 0.102944 0.338881 0.506733 0.424786 0.259614 0.165172 0.12611 0.228638 0.213701 0.0780289
internal_count=3910 3834 3815 126 3689 136 3553 3400 3303 3255 1831 895 1424 1322 102 46 568 409 369 166 56 754 936 858 714 144 137 505 500 342
is_linear=0
shrinkage=0.00312586


Tree=670
num_leaves=31
num_cat=0
split_feature=1213 475 151 156 158 31 30 101 1 1375 1 457 15 48 151 160 133 133 130 13 160 1373 4 47 47 128 48 4 15 4
split_gain=0.015763 0.0165014 0.0163306 0.0153056 0.015328 0.0161087 0.0159247 0.0151547 0.0163373 0.0269692 0.0248269 0.0404958 0.022656 0.0266852 0.0249007 0.0204944 0.0203865 0.0227456 0.0394497 0.0187175 0.0188812 0.0185473 0.0184857 0.0181996 0.0274564 0.0247826 0.0248416 0.0325919 0.0380845 0.0422861
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.082489999999999994 -1.0000000180025095e-35 0.11136500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08175499999999998 0.085990000000000011 -0.029589999999999995 0.086560000000000012 0.53894500000000012 -0.14676499999999995 0.088875000000000023 -0.083919999999999981 -0.40446999999999994 -0.10870499999999998 -0.085714999999999986 -1.0000000180025095e-35 -0.5337599999999999 -0.23073999999999997 0.09586500000000002 -0.44477499999999992 0.096300000000000011 0.10783500000000001 0.086435000000000012 0.12862000000000004 0.0014600000000000001 0.090505000000000016 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 -8 9 -9 -10 15 -11 14 -14 -12 -16 -18 -19 -20 -21 22 -17 25 -25 26 27 28 29 -24
right_child=3 2 -4 4 -6 6 7 8 10 12 11 -13 13 -15 16 21 17 18 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0032569741142349285 -0.0032538692475148402 0.0029368179808218087 -0.0032544412735000757 0.0032676948033094179 -0.0026894644221877729 -0.0032774178215694556 -0.0032692907579664888 -0.0032664072241332257 0.0025347270918342577 -0.0032633987897294557 -0.0027473706645167704 -0.0031213510831335934 -0.0025679305354199037 0.0013848018015002416 -0.0024089832081801424 -0.0026774594485821069 0.0016533471110911511 -0.0031350298056780717 -0.0029723517316716666 -0.0032569690410287934 0.00029203368698758794 -0.0024915473292117787 0.0013757259985933475 -0.0022853900610768688 0.00037710628806578877 -0.0023483402721156364 -0.00094990756335299885 0.0019127125555941887 -0.0032633356978798251 -0.0018745249514329095
leaf_weight=0.0059030763804912558 0.015134604218815961 0.0050985761913580055 0.038764176772048464 0.016402404729889741 0.021708741932456976 0.015264604706319074 0.014381639626664833 0.030203114101767903 0.052302329701433226 0.023873085001583916 0.021934996419531561 0.036606198133085854 0.047243692108396851 0.11770852248872643 0.03892395611421906 0.018978144493530524 0.078564652391663992 0.045002700054057265 0.020883770979709282 0.016409433428067666 0.46894428366668517 0.022433787786212633 0.22518252114241466 0.052621101898694178 0.18492338211763126 0.025019472007215882 0.065787948398792651 0.30124061087803966 0.027267240298897377 0.052137626890726207
leaf_count=4 196 7 581 110 122 2 6 93 24 96 70 11 137 135 167 99 45 108 5 126 649 23 259 43 143 80 35 374 111 49
internal_value=0 -0.00184777 -0.00253477 4.54201e-06 2.86928e-05 5.79011e-05 3.16274e-05 5.70281e-05 8.12598e-05 -0.000246021 0.000348691 0.00023813 -0.000139643 -5.01922e-05 -0.00028611 0.000361412 -0.000124907 1.62565e-05 -0.000217067 4.23291e-05 0.000172045 0.000431309 0.000500103 0.000564656 -0.000212693 0.000829722 0.000948114 0.00115422 0.000404068 0.000764662
internal_weight=0 0.0497658 0.0438628 2.05708 2.04195 2.02024 2.00384 1.98857 1.97419 0.887757 1.08644 1.03413 0.857554 0.833681 0.715972 0.997527 0.668729 0.629805 0.55124 0.506237 0.485354 0.975592 0.953158 0.93418 0.237544 0.696635 0.671616 0.605828 0.304587 0.27732
internal_count=3910 592 588 3318 3122 3000 2890 2888 2882 1561 1321 1297 1468 1372 1237 1286 1100 933 888 780 775 1216 1193 1094 186 908 828 793 419 308
is_linear=0
shrinkage=0.00325215


Tree=671
num_leaves=31
num_cat=0
split_feature=12 484 1 160 403 16 0 52 42 16 0 14 474 133 1 3 13 1213 47 13 52 49 42 0 4 13 13 49 124 16
split_gain=0.0692586 0.0721276 0.0724302 0.0820811 0.0731829 0.0919994 0.0999924 0.0746511 0.0816179 0.0661568 0.0951859 0.073846 0.0972462 0.0676121 0.100212 0.0895454 0.0574059 0.0623345 0.0552037 0.0710323 0.0691534 0.0666429 0.0475595 0.049697 0.0467556 0.0451172 0.0494579 0.0449171 0.0444353 0.0498337
threshold=0.084100000000000022 -1.0000000180025095e-35 0.13026000000000001 0.031805000000000007 0.03138500000000001 -0.25582999999999995 -0.070894999999999986 0.11401500000000002 0.095565000000000011 0.081265000000000018 -0.029849999999999998 0.078275000000000025 0.084420000000000009 0.083815000000000014 0.076710000000000014 -0.084129999999999996 0.055020000000000006 -1.0000000180025095e-35 0.07813500000000001 -0.00059999999999999995 -0.072349999999999984 -0.07107999999999999 0.085775000000000004 -0.11208499999999998 -0.17479499999999998 -0.070604999999999987 0.15641500000000003 -0.47013499999999991 -0.061329999999999989 0.4044600000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 22 24 8 25 10 11 12 13 14 -1 -15 17 -6 19 -16 -21 -22 23 -3 -7 -8 -27 -26 -11 -30
right_child=1 2 -4 -5 16 6 7 -9 -10 28 -12 -13 -14 15 18 -17 -18 -19 -20 20 21 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.0013527178615627743 -0.0012433096521738414 -0.00031721598292577135 0.00083595904406365393 0.00034531652612813154 -0.00134705327358026 0.0013619324203575211 0.00089906511063507564 -0.0013634646326866407 -0.0013690446740924152 0.0007574552283693501 0.0011329943811027156 -0.0011992058555813903 0.0010777950455340358 -0.0013007877625813764 0.0010792574089565797 0.0012112980113663629 -0.00134951836179904 0.00051990998959731819 -0.0003144026473770345 -0.0004439790274307609 -0.00071123030149645029 0.00055289480138826972 -0.00034610992745987896 0.001126682359337726 0.0013632341008455301 -0.00072877653495892741 0.0010879363767633441 -0.0012161358500020695 -0.0008758186016454393 7.0193580480016238e-05
leaf_weight=0.096646542441022887 0.11724094590908896 0.071299099414318334 0.12484034106819297 0.38589623974257836 0.035951207973994315 0.013703773352973014 0.14285873906192137 0.082538780308368587 0.059016906599936192 0.057362660971193691 0.18061411611779465 0.074757211357791564 0.19053154180801346 0.03049445573333287 0.1543041166060003 0.16368784320275143 0.040736314037530974 0.32773810848993878 0.48272093090054102 0.29325579472060814 0.089310817886144256 0.49027948281582023 0.25369392181164585 0.10950509564281741 0.01252322643995385 0.092384354796194446 0.038442910241428763 0.52291141272235009 0.25726962881799398 0.16593941414339497
leaf_count=135 441 24 74 169 154 2 45 65 83 31 154 52 85 92 154 129 69 98 114 37 17 111 57 25 1 158 5 1141 119 69
internal_value=0 -0.000213385 -0.000161204 -0.000218068 -0.000338628 -0.000484418 -0.000716103 -0.000217705 6.65411e-05 9.90424e-05 0.000195998 0.000114083 0.000163389 6.66355e-05 -2.40379e-05 0.000816799 0.000165647 0.000335358 6.10106e-05 0.00023744 8.86216e-05 0.000358102 2.98143e-05 0.000557289 -0.00109298 0.000376107 -0.000194945 -0.00115581 -0.000354211 -0.000504889
internal_weight=0 2.43128 2.31404 2.1892 1.8033 1.39888 0.96438 0.415242 0.332703 2.72717 2.2466 2.06599 1.99123 1.8007 1.60652 0.194182 0.404426 0.363689 1.50987 1.02715 0.872846 0.57959 0.434498 0.180804 0.549138 0.273686 0.130827 0.535435 0.480572 0.423209
internal_count=3910 2611 2170 2096 1927 1606 1500 356 291 1299 1080 926 874 789 568 221 321 252 433 319 165 128 106 49 1144 208 163 1142 219 188
is_linear=0
shrinkage=0.00134594


Tree=672
num_leaves=31
num_cat=0
split_feature=484 150 15 474 11 3 15 3 15 4 0 3 2 43 160 3 0 42 42 4 133 1 47 47 47 49 38 1375 457 15
split_gain=0.0734934 0.111646 0.0700022 0.0676167 0.0641778 0.0867262 0.109726 0.0895813 0.111784 0.0889613 0.0862172 0.0973352 0.0885135 0.0841295 0.0776858 0.0759349 0.0981464 0.0753332 0.0677273 0.0640096 0.0535463 0.0532489 0.0896312 0.077529 0.0646342 0.0649264 0.0559637 0.0665398 0.0808828 0.0542092
threshold=-0.0043499999999999988 0.094545000000000018 -0.26361999999999991 -1.0000000180025095e-35 0.08184000000000001 -0.10315499999999998 0.079360000000000014 -0.078884999999999997 0.15514500000000001 -0.48072499999999996 -0.11287999999999999 -0.083144999999999983 0.088975000000000012 -0.074254999999999988 -0.082969999999999988 -0.084129999999999996 -0.07773999999999999 0.091590000000000019 -1.0000000180025095e-35 0.28937500000000005 0.092000000000000012 0.14000500000000002 0.096175000000000024 0.09550500000000002 0.09252500000000001 -0.085974999999999982 1.0000000180025095e-35 -0.43271999999999994 0.041935000000000007 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 9 8 10 -4 -7 12 15 14 -9 16 -12 21 -16 -6 -20 22 23 24 25 -15 27 -27 29 -29
right_child=2 -3 4 -5 19 7 -8 13 -10 -11 11 -13 -14 17 18 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00087565148335701866 -0.0012285080756945545 0.00086405212871602279 -0.00022913443356740223 0.00079019992672988532 -0.0011513897621169258 0.00044900260122062444 -0.00045888209825697762 -0.00066775712204773623 0.0010588913898812518 0.00090007036233651105 -0.0008587040413312422 -0.0012028327734720839 -0.0011995563103030073 -0.00067626038772190182 -6.8479434149924473e-05 0.0005894234300982831 0.00059919187311646303 -0.00085706405462207427 0.00098638653895970663 0.00011771899669974464 -0.00038302568379655866 0.00085470799732705733 -0.00084547560518077674 0.0011808946674187377 -0.0012105958528056192 -0.0003507994672766823 -0.00090188507052195465 7.4109109649774743e-06 0.00095257453877099947 0.00084538416809739367
leaf_weight=0.3059010085862609 0.026409413665533066 0.06365656370689976 0.13177506058127619 0.2310594386581214 0.14659084782761045 0.12280822945103786 0.17718770920328097 0.085829151032157824 0.071279782918281742 0.40887269459653808 0.22766412852615681 0.27980187163484604 0.13633632547316665 0.18051982790348198 0.17427610247250414 0.15196432783250202 0.092862901041371515 0.17074142068031495 0.34843534527135522 0.09264361736131832 0.046193268452043412 0.092518798457604023 0.19391185127824417 0.077205875262734369 0.065180411096662172 0.31667798443231854 0.078479206351403152 0.81500207629096644 0.20294397486213711 0.12752628320367876
leaf_count=588 1 24 14 277 148 27 99 91 9 124 495 507 182 57 60 61 38 286 168 30 23 37 77 4 9 16 31 280 69 78
internal_value=0 -0.000575986 -2.46476e-05 0.000583135 -5.58496e-05 -2.55907e-05 0.000357341 -9.33263e-05 -0.000387692 0.000624843 -0.000489638 -0.000619358 -0.000351208 1.3789e-05 0.000392146 -0.000106419 -0.000436323 -9.29556e-05 0.000552051 -0.000659927 0.00082609 -3.22733e-05 -7.21589e-05 8.30928e-06 -4.23703e-05 1.87071e-06 8.13292e-05 0.000134102 0.000268158 0.000120791
internal_weight=0 0.369558 5.2727 0.257469 5.01523 4.77599 0.717835 4.05816 1.08272 0.540648 1.01144 0.88863 0.608828 2.97544 0.654734 0.472491 0.320527 2.32071 0.568905 0.239234 0.394629 2.14997 2.05745 1.86354 1.78633 1.72115 1.54063 1.46215 1.14547 0.942528
internal_count=3910 612 3298 278 3020 2842 237 2605 1319 138 1310 1283 776 1286 342 594 533 944 251 178 191 658 621 544 540 531 474 443 427 358
is_linear=0
shrinkage=0.00119516


Tree=673
num_leaves=31
num_cat=0
split_feature=1456 1213 403 156 151 1 14 3 2 15 52 12 160 3 48 160 52 43 151 1429 133 151 0 47 4 0 43 160 13 475
split_gain=0.0657154 0.065093 0.0509669 0.0499099 0.04944 0.0485771 0.0587318 0.0632057 0.061261 0.059793 0.0891494 0.0888574 0.0806684 0.0848385 0.0647098 0.0645442 0.0572428 0.055146 0.0593634 0.0549133 0.063802 0.0523586 0.0557438 0.0527495 0.0518161 0.0541867 0.0481074 0.0750774 0.0425962 0.0424663
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084084999999999979 -1.0000000180025095e-35 -0.035524999999999994 0.10113500000000002 0.077685000000000018 -0.11266 0.11635500000000001 0.088190000000000004 0.091715000000000005 0.084100000000000022 0.084100000000000022 0.10666500000000002 0.086870000000000017 0.085220000000000004 -0.42985499999999993 -0.24333999999999997 -0.40391999999999995 0.084545000000000009 0.083815000000000014 0.056555000000000001 -0.23029999999999998 0.09550500000000002 -1.0000000180025095e-35 -0.079879999999999993 -0.010284999999999997 -0.085819999999999994 0.17936000000000002 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 29 -3 -4 -1 6 7 28 9 11 -11 19 13 -13 15 -14 -7 -18 -19 20 21 22 -9 24 25 -24 27 -20 -5 -2
right_child=1 2 3 5 -6 16 -8 8 -10 10 -12 12 14 -15 -16 -17 17 18 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038255201218463246 0.0013506323866957625 -0.00085006647534002495 -0.0013478915090095389 0.00067659251456298028 -0.0013505981786601183 -0.0013502922247825549 -0.0013513553861874514 0.00050802674969946382 -0.001226359778217214 0.00077073097971812972 -0.00075615840863596962 -0.0010241559338496206 0.0009256044029264934 0.00027291719833648403 0.00093918853749329844 -0.0013547365794349627 -0.00040686623828899344 -0.0010478295063528127 -0.00051063959661898513 0.0011155694069990214 0.00087920367700776816 -0.00087653119444720557 0.000405114392217643 0.00084937200501468912 -0.00092340320417171084 -0.001024096268420057 0.00027718194510716764 0.0011394412294128285 -0.00019485128256673055 -0.0011261602117149006
leaf_weight=0.040192332056903979 0.01383684016764164 0.1205594531038513 0.046671941358908842 0.34431350076556544 0.11550135221114022 0.039556675606945535 0.061469159701118659 0.26296623625967175 0.086135959133116446 0.29564998737987469 0.090468983831669902 0.46803893409924047 0.034277901926543564 0.11350583005696535 0.10637482479069149 0.065363934970719129 0.1802589634025934 0.050143125954491441 0.060029909698641859 0.084865085249475558 0.1281853432153639 0.14504071717237821 0.17042362178290194 0.06787616439305566 0.2035837319344882 0.066929734573932365 0.88230679191656247 0.29753823455212081 0.14415399698373221 0.13386602272726111
leaf_count=41 4 448 152 92 328 82 62 30 94 132 146 504 6 12 24 63 28 25 67 27 112 17 45 9 73 40 398 255 43 551
internal_value=0 -1.45833e-05 1.35564e-05 3.67136e-05 -0.000903185 5.12372e-05 -4.95504e-05 -2.17476e-05 -0.000111924 -7.02527e-05 0.000412976 -0.000167562 -0.000514607 -0.000770993 0.000209123 -0.000570274 0.000247469 0.000290456 0.000387895 7.43412e-05 -1.02172e-05 -0.000134572 4.86499e-06 -0.00025518 -0.000425211 2.10054e-06 0.000445959 0.000862419 0.000419417 -0.000894134
internal_weight=0 4.76439 4.61669 4.49613 0.155694 4.44946 2.93962 2.87815 2.38969 2.30355 0.386119 1.91743 0.787561 0.581545 0.206017 0.0996418 1.50983 1.47028 1.29002 1.12987 1.04501 0.91682 0.771779 0.508813 0.440937 0.237353 1.23987 0.357568 0.488467 0.147703
internal_count=3910 3541 2986 2538 369 2386 1531 1469 1334 1240 278 962 609 516 93 69 855 773 745 353 326 214 197 167 158 85 720 322 135 555
is_linear=0
shrinkage=0.00134594


Tree=674
num_leaves=31
num_cat=0
split_feature=1212 1456 1453 11 1 146 147 14 3 15 49 4 43 1213 456 3 15 52 52 42 42 151 4 151 1374 52 0 38 156 33
split_gain=0.0155885 0.0154313 0.0192758 0.0157673 0.0174836 0.0173431 0.0176203 0.0283602 0.023078 0.0258252 0.0308173 0.030289 0.0553426 0.0215717 0.0204329 0.0202606 0.0354256 0.0306251 0.0304106 0.0293571 0.033208 0.0281218 0.0341467 0.0314909 0.039483 0.0238141 0.027831 0.0231512 0.0230239 0.0251588
threshold=0.099010000000000015 -1.0000000180025095e-35 -0.09343499999999999 0.088160000000000002 0.11931500000000002 0.10020500000000002 0.088565000000000019 0.077685000000000018 -0.10628499999999998 0.079360000000000014 -1.0000000180025095e-35 -0.48072499999999996 -0.46376499999999993 -1.0000000180025095e-35 -0.030409999999999996 -0.08095999999999999 0.083935000000000023 0.091715000000000005 -0.056389999999999989 0.08401500000000002 -0.088669999999999985 0.056555000000000001 0.0045450000000000013 0.015440000000000001 -0.095439999999999983 -0.090304999999999983 -0.10131499999999999 0.11976000000000002 0.090560000000000015 -0.007134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 11 -11 12 -3 -10 -15 16 18 19 25 20 -18 23 -23 24 -17 26 -16 28 29 -26
right_child=-2 3 -4 4 -6 -7 -8 -9 13 10 -12 -13 -14 14 15 21 17 -19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0024534453874930509 -0.0039686249957933207 0.0033954741888800781 -0.0034110171482532657 -0.0024416144623198911 0.0026328298531381918 -0.0036013263981678921 0.0024230417473772581 -0.003457001745063568 -0.00346365213062509 0.0020212673065311561 -0.0033948618961155874 0.0026106213978101499 -0.0039977752055265258 -0.0027573285387971678 0.0039999002948762786 -0.0038309304733228854 0.0014219998404989612 -0.0039715575944983981 -0.003690480002695137 0.0030397910604729348 -0.0039719575251291137 -0.0035201756752436301 0.00057581872026966408 0.0038203209906224138 -0.0033753463272641875 0.0023762678672578164 -0.0039727220413253699 -0.0036242103852216828 -0.0016742739728530733 0.00089848846066602575
leaf_weight=0.011220575204106353 0.015840195105852106 0.02960387384518981 0.040974497531068077 0.069870963766106686 0.012594204432389233 0.019675592709972878 0.05169887084957725 0.035023167255985643 0.028550900216403163 0.029301907707122155 0.037821453946207839 0.17415228541472094 0.034405468092472802 0.040726759957409597 0.0088087292388081551 0.033561452670256453 0.049630373516947657 0.021120356197343426 0.087644874901116165 0.067954621845160545 0.028090693591934723 0.062604814512269624 0.065404722088487688 0.044071924633499182 0.022194000175205231 0.031437877545613446 0.031448998731661959 0.02052887359423039 0.063633148490339408 0.87834655386984173
leaf_count=31 180 5 338 119 27 15 140 79 432 6 55 148 39 68 1 8 64 76 290 88 114 33 27 9 34 34 147 22 153 1128
internal_value=0 -2.13094e-05 -0.00215031 3.21177e-05 -0.00166664 0.000102251 0.000139096 7.77911e-05 0.000143257 0.00114139 -0.00103051 0.00175351 -0.000578449 -4.88988e-05 1.37096e-05 8.81288e-05 -0.000787291 0.000489739 -0.00212407 0.00113655 -0.000527536 0.000327981 -0.00142738 0.000539499 0.0003975 -0.000209208 -0.00222825 0.000541617 0.000630314 0.000793159
internal_weight=0 2.1321 0.0521951 2.07991 0.0824652 1.99744 1.97777 1.92607 1.89104 0.305285 0.0671234 0.238162 0.0640093 1.58576 1.55721 1.51648 0.326137 0.166796 0.15934 0.145676 0.0777211 1.19035 0.12801 1.06234 1.01826 0.0716956 0.0402577 0.984703 0.964174 0.900541
internal_count=3910 3730 369 3361 146 3215 3200 3060 2981 253 61 192 44 2728 2296 2228 814 342 472 266 178 1414 60 1354 1345 182 148 1337 1315 1162
is_linear=0
shrinkage=0.00396435


Tree=675
num_leaves=31
num_cat=0
split_feature=403 124 38 3 1365 151 1213 1456 52 158 484 52 42 1 51 151 0 147 131 16 1373 133 49 133 3 133 159 448 457 48
split_gain=0.063391 0.0640069 0.0753736 0.07459 0.0730178 0.0608681 0.0545718 0.0544419 0.0529861 0.0531908 0.0520508 0.0467843 0.0583039 0.0645612 0.063537 0.0614472 0.0543125 0.0533945 0.0471213 0.0588345 0.0517984 0.0575664 0.0463427 0.0793753 0.0539791 0.044064 0.0498851 0.0436007 0.0386683 0.0363544
threshold=-1.0000000180025095e-35 -0.048219999999999992 0.081245000000000026 0.31335500000000011 1.0000000180025095e-35 -0.08514999999999999 -1.0000000180025095e-35 0.075285000000000005 -0.42985499999999993 0.11034000000000001 0.073820000000000011 0.18936500000000003 -0.11145999999999999 0.10373000000000002 -0.097124999999999989 -0.27336999999999995 -0.017269999999999997 1.0000000180025095e-35 0.077860000000000013 0.050115000000000007 -1.0000000180025095e-35 -0.084614999999999982 -0.085974999999999982 0.089725000000000013 -0.100615 -0.031394999999999992 -0.52106999999999992 -0.080249999999999988 0.10412500000000001 -0.086624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 27 4 6 -1 -3 8 28 11 -7 12 16 14 -14 -15 -10 25 19 20 -17 -22 23 24 -16 -13 -27 -2 -8 -23
right_child=1 3 -4 -5 -6 10 7 -9 9 -11 -12 17 13 15 22 18 -18 -19 -20 -21 21 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00067951554484949289 -0.00095173922879985455 -0.0013471452674893576 -0.0011139234113689742 0.0013482502483602797 -0.0013543844764984728 -0.0012559747829121437 -0.0012006245456091652 -0.0011078938358540329 -0.0012975967943367861 -0.0012800531112871353 0.00018188948575923125 0.00064062329032106222 -0.0013490190230152088 -0.0013524277248807793 0.00019821078350742134 -0.00067465113910977 0.00032191380821478292 0.0011943326866543302 0.0012607006521148283 -0.00037490041298566661 -0.00049461381265340429 -0.00033367819921689202 9.0754660448164805e-05 0.00072706082772930867 -0.0012544036104023609 0.00058989725875963756 -0.001303726421662097 0.00094437450198869009 0.0013623801525284519 0.00096654796056386575
leaf_weight=0.051703376549994573 0.023923596483655274 0.059069890462978836 0.043254482032352826 0.066642860742831433 0.080763241508975514 0.19620683912648917 0.10120629360653755 0.085416231907401996 0.10583083679466654 0.0576381904493245 0.059420725357085757 0.034689360443735495 0.062615882991851612 0.034531854646047577 0.063872632483253255 0.056648382727871649 0.058111861275393806 0.028684490593150258 0.12015129585779505 0.15862794101121835 0.06624010534142144 0.042917490325635299 2.2394424494705127 0.076188479433767498 0.16885105433903191 0.029863881812161708 0.16144611632807926 0.26894946740867443 0.011919667944312096 0.42201363161439065
leaf_count=25 5 238 25 119 66 845 299 226 75 104 60 40 71 11 12 6 13 6 33 62 19 11 734 15 52 35 266 258 1 178
internal_value=0 -2.15334e-05 0.000544549 -6.48431e-05 -8.66083e-05 -0.000652357 -6.24938e-05 -4.43696e-05 -2.2221e-05 3.54337e-06 -0.000921743 2.23654e-05 6.10155e-05 9.76379e-05 -9.56872e-06 0.000408263 -0.000723538 -0.0005355 0.000478422 0.000352503 0.000548799 0.000679277 2.33431e-05 -0.000465354 -0.000855723 -0.000755056 -0.00100813 0.000789489 -0.00093057 0.000846525
internal_weight=0 4.72951 0.336128 4.39338 4.32674 0.307331 4.24598 4.18691 4.10149 3.98837 0.255628 3.93073 3.67604 3.5121 2.61097 0.901131 0.163943 0.254684 0.866599 0.746448 0.58782 0.531171 2.54835 0.308912 0.232724 0.225999 0.19131 0.292873 0.113126 0.464931
internal_count=3910 2980 288 2692 2573 930 2507 2269 2043 1743 905 1639 1292 1204 884 320 88 347 309 276 214 208 813 79 64 341 301 263 300 189
is_linear=0
shrinkage=0.00134594


Tree=676
num_leaves=31
num_cat=0
split_feature=123 39 42 132 133 480 4 123 133 1366 124 3 158 483 155 15 453 1213 33 9 448 1446 16 9 49 15 43 133 43 1375
split_gain=0.0153688 0.0173033 0.0204932 0.0178168 0.0202289 0.01764 0.0175239 0.017357 0.0281843 0.0234498 0.0237543 0.0215813 0.0210305 0.0225446 0.0209441 0.0200143 0.0197224 0.0182869 0.0184661 0.0215962 0.0176589 0.0198243 0.0174243 0.0212859 0.0196263 0.0382912 0.0351328 0.0256879 0.0403698 0.0310849
threshold=-0.041524999999999992 0.18016500000000005 -0.11403999999999999 0.080815000000000012 -0.21767499999999998 0.086640000000000009 0.51697500000000007 1.0000000180025095e-35 -0.0023199999999999996 -0.081619999999999984 -1.0000000180025095e-35 0.31335500000000011 0.085745000000000002 0.088030000000000011 0.10222000000000002 -0.11219499999999999 0.089075000000000015 -1.0000000180025095e-35 -0.007134999999999999 0.091370000000000021 -0.080249999999999988 0.098375000000000018 -0.54165499999999989 0.083710000000000021 -0.085974999999999982 0.10043500000000001 -0.087439999999999976 0.087330000000000019 -0.014114999999999997 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 9 -9 -4 -11 12 13 14 16 -14 17 -12 -19 22 -10 -22 -20 24 26 27 -24 29 -29 -26
right_child=1 -3 5 -5 -6 6 -8 8 20 10 11 -13 15 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0029889283134304744 0.0035629984160921143 0.0043152345627437321 -0.0043045601261588358 0.002908872813718935 -0.0040181826042285538 -0.004252663743019954 0.0043012565536590611 -0.0026680798481116715 -0.0039153816370830416 -0.0038417786418429665 -0.0025953863394566901 0.0042945276853079391 0.00074940743544943845 -0.0034891913399213111 -0.0042981942747987705 -0.00429871334300578 -0.004297995163828605 -0.0029775738240732986 0.0036248042064927614 0.0033215823328536865 0.0038902585411786992 -0.0043057381551740246 0.0018612689991198432 -0.0038875054221061693 -0.0011626969334141257 -0.0034777748013238687 -0.0021523686740314496 -0.0024439333833127007 0.0015998523580225204 0.0011535181608152078
leaf_weight=0.030104398726280457 0.0073027918076604683 0.016222367687077965 0.024048008369164653 0.010304619630915113 0.057595081221621824 0.030819288909697096 0.0051464975222188505 0.022158217228934518 0.0067651151912286869 0.029754590305175133 0.04107116352804574 0.021528956882775563 0.022673009642858233 0.032296701559061947 0.019434386958437133 0.039933140009452361 0.017893423473651526 0.030949726511608655 0.028203374264193726 0.044342335189867188 0.075474998666777426 0.0058558843447826794 0.056637328757915384 0.022873282461659872 0.1207374795858418 0.043505044485641409 0.13802799608674776 0.11413330938307809 0.075552224024477144 0.91722830867450544
leaf_count=41 21 30 47 23 171 231 11 36 3 39 467 108 51 152 165 233 25 27 53 28 267 3 45 25 15 151 87 356 79 920
internal_value=0 -9.92345e-05 -0.00013396 -0.00233281 -0.00316509 -5.07418e-05 -0.00302865 4.15234e-06 0.00165795 -9.48999e-05 -3.91781e-05 2.41367e-05 -2.79378e-05 6.18631e-05 0.000130514 -0.00247052 0.000182641 0.000231729 0.000304655 0.000369722 0.00274604 0.00330014 0.000283432 0.00022013 0.000284227 0.000478537 -0.000984612 0.00061874 -0.000833283 0.000884093
internal_weight=0 2.07847 2.06225 0.0752025 0.0648979 1.98704 0.0359658 1.95108 0.110254 1.84082 1.81678 1.78702 1.76549 1.70289 1.67059 0.0626061 1.65115 1.63326 1.59219 1.56124 0.088096 0.0813309 1.5169 1.48869 1.46582 1.27116 0.194665 1.22765 0.189686 1.03797
internal_count=3910 3869 3839 215 192 3624 242 3382 309 3073 3026 2987 2879 2595 2443 284 2278 2253 1786 1759 273 270 1731 1678 1653 1521 132 1370 435 935
is_linear=0
shrinkage=0.00429114


Tree=677
num_leaves=31
num_cat=0
split_feature=1453 403 151 484 129 1213 1429 160 455 1365 14 156 4 11 52 52 52 133 13 39 42 2 3 48 151 49 4 3 160 51
split_gain=0.0147758 0.0150158 0.0242979 0.0224877 0.0189038 0.0157025 0.0156181 0.0162438 0.014948 0.0152317 0.0153834 0.0152054 0.0164164 0.0210321 0.0173423 0.0188611 0.0340396 0.02498 0.0268802 0.0265078 0.0293038 0.0247579 0.037417 0.0283372 0.0407548 0.034907 0.0259958 0.0231244 0.0326858 0.0297533
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.092169999999999988 0.10340500000000001 1.0000000180025095e-35 0.078275000000000025 -1.0000000180025095e-35 0.50657000000000008 0.088160000000000002 0.18936500000000003 0.13709500000000002 0.11588000000000002 -0.26719999999999994 -0.091229999999999992 0.005105000000000001 -0.089024999999999979 0.11339500000000001 0.11265500000000002 0.095825000000000007 0.056555000000000001 0.024250000000000004 -0.026614999999999996 0.094625000000000015 0.087825000000000014 -0.087719999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 -7 9 10 11 -8 13 14 15 16 17 -13 -19 21 -21 23 -23 24 25 27 -25 28 29 -20
right_child=-2 4 3 -5 5 6 8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 20 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0018695950821941271 -0.0032650579491464112 -0.0032567372318741696 -0.0029726964955453516 0.00088158950167177921 -0.0032531092473323999 0.0025086874273990267 -0.0032538313981989109 -0.0032680002724512639 -0.0027962572652365705 -0.0018750376332260029 -0.0017710731794772128 -0.0025826665101040731 0.0028115491101265728 -0.0015269856244766716 -0.0010107559860210978 0.0019332370704244889 -0.0027649367784461092 0.0014036407126570036 0.0025521174845445985 -0.00043019088495902782 0.0032210291208674491 0.00092829826500727246 -0.0032343769550966365 -0.0012260393598658849 -0.0020249560985162065 -0.0027376417166757394 0.0027990278717927616 0.0021717529451815813 -0.0024374308881498943 0.00021522945232893309
leaf_weight=0.02161806477670325 0.014915081037571443 0.018119209939414627 0.063057985884029999 0.02145842700213052 0.014825349138789856 0.0064142083484171044 0.012907803081248725 0.026087931429174982 0.018084730971167917 0.037553370620002968 0.040222483093657391 0.029088366457472481 0.026865136486207919 0.067710095742881893 0.097169869342678683 0.08100940699023329 0.03684886699556944 0.26127323201512709 0.064383696888057673 0.037153229390241904 0.062116992444316455 0.039198648737510666 0.05471965833203285 0.021806298092315046 0.088634409605219844 0.037947014635562937 0.076528631361043153 0.075032431490399176 0.044123762569142855 0.54881102547028282
leaf_count=25 67 62 842 58 230 25 151 152 31 73 91 143 194 75 302 40 31 193 64 24 174 78 29 23 62 152 54 46 88 331
internal_value=0 -1.62681e-05 -0.00120713 -0.00199411 4.9402e-05 8.0823e-05 0.000106951 -0.00212799 0.000146022 0.000174924 0.000217608 0.000262971 0.000288904 0.000249583 0.00032223 0.00040533 0.000321566 0.000400504 0.000461971 0.000248114 0.00185451 9.64118e-05 -0.001497 0.000252743 6.34185e-05 0.000303718 0.00190645 0.000461307 0.00026606 0.000460596
internal_weight=0 2.03077 0.106134 0.0845164 1.92464 1.90652 1.89169 0.0325021 1.85919 1.8411 1.80355 1.76333 1.75042 1.72356 1.65585 1.55868 1.47767 1.44082 1.41173 1.15046 0.0992702 1.05119 0.0939183 0.957267 0.858932 0.770298 0.0983349 0.732351 0.657318 0.613195
internal_count=3910 3843 925 900 2918 2856 2626 177 2449 2418 2345 2254 2103 1909 1834 1532 1492 1461 1318 1125 198 927 107 820 743 681 77 529 483 395
is_linear=0
shrinkage=0.00325215


Tree=678
num_leaves=31
num_cat=0
split_feature=401 1186 1446 1453 1373 1 0 3 403 13 16 13 0 4 2 4 42 2 13 133 157 1186 4 12 4 2 1 1 1 1375
split_gain=0.0141115 0.0141594 0.0142408 0.0140229 0.0139661 0.0151938 0.0319776 0.031234 0.0212811 0.0199561 0.04001 0.0328779 0.024039 0.0280648 0.0324235 0.0283162 0.0234782 0.0334845 0.0201022 0.0189748 0.0248352 0.0270884 0.0192437 0.0244178 0.0184382 0.0231172 0.0278535 0.0259648 0.0323326 0.0250131
threshold=0.10072000000000002 -1.0000000180025095e-35 0.11539000000000001 1.0000000180025095e-35 0.11103 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 0.03138500000000001 0.17936000000000002 0.23932500000000004 0.083175000000000013 -0.083424999999999985 -0.0017649999999999999 0.088210000000000025 -0.51381999999999983 0.092145000000000019 0.089350000000000013 -0.5337599999999999 0.084285000000000013 -0.081614999999999979 0.088565000000000019 0.0021050000000000005 0.088325000000000015 -0.44477499999999992 1.0000000180025095e-35 0.092385000000000009 0.092550000000000007 0.095575000000000007 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 24 11 -11 12 -8 14 -14 -16 18 -18 -17 20 -9 -22 -21 -24 -7 26 -26 -28 -29 -27
right_child=-2 2 -4 -5 -6 8 9 19 -10 10 -12 -13 13 -15 15 16 17 -19 -20 22 21 -23 23 -25 25 29 27 28 -30 -31
leaf_value=-0.0032896368169401456 -0.0034411992290639963 -0.0038194928730876975 -0.0038165700991430367 -0.0038240957480692823 -0.0032734986943797136 -0.0029594415212525196 0.0025174530725550486 0.0034485030127095894 0.002425465715245731 -0.0035705146744654309 0.0020438814307407243 0.0031538321474464197 -0.0034316878384969391 -0.0034666846092461382 -0.0038266232862093456 -0.0022427639317120023 0.003821888472651005 -0.0038239194947719025 0.0023393382363970138 -0.0038175084997213028 -0.003823225816613182 0.0031876806975079958 0.0024421379404784551 -0.0011934880771045453 -0.0029378434590400437 -0.00092232327583561678 0.0038507752491361074 -0.0036034328570785047 0.00016486422659129865 0.0010458646088620795
leaf_weight=0.018974787733611609 0.017599945572641329 0.059392458515446833 0.013961014834364849 0.013500547246508066 0.017937203852852579 0.025468824265202916 0.051872192592668398 0.01019262961693812 0.069062523434922585 0.049357479589843933 0.029410523209662642 0.062774253668294477 0.031570350995252738 0.035607840806505808 0.018145082252885913 0.01554096513427794 0.012019284185043944 0.026995346845012591 0.13176401952296146 0.014781811081718388 0.061630250085499938 0.0091955234611305059 0.059997214870236348 0.048507670237086131 0.055293675984444679 0.1115827433677623 0.023446028287253284 0.037869263099310047 0.2602775199552525 0.5866586375151428
leaf_count=162 194 329 55 67 19 174 88 17 97 45 15 48 130 122 12 3 4 148 250 98 249 15 45 50 262 16 6 90 407 693
internal_value=0 -1.3991e-05 1.79847e-05 4.57248e-05 7.29874e-05 0.000104607 -0.000327258 -0.00138725 0.00037368 0.000273782 -0.0014742 0.000630212 0.000140534 -0.000313356 0.00016235 0.000717287 0.0011598 -0.00146847 0.00185592 -0.00068019 -0.00211266 -0.00291298 0.000261167 0.000816813 0.00024493 0.000320839 -0.000439675 -1.0148e-05 -0.000313768 0.000731338
internal_weight=0 1.96279 1.94381 1.92985 1.91635 1.89841 0.728755 0.263698 1.16966 0.465057 0.078768 0.386289 0.323515 0.271643 0.236035 0.204465 0.18632 0.0390146 0.147305 0.204305 0.0810184 0.0708258 0.123287 0.108505 1.1006 1.07513 0.376886 0.321593 0.298147 0.698241
internal_count=3910 3716 3554 3499 3432 3413 1668 803 1745 865 60 805 757 669 547 417 405 152 253 474 281 264 193 95 1648 1474 765 503 497 709
is_linear=0
shrinkage=0.00381041


Tree=679
num_leaves=31
num_cat=0
split_feature=403 1213 151 484 52 1 14 484 159 3 2 15 12 48 3 160 133 475 0 4 394 0 43 48 51 148 2 46 52 16
split_gain=0.0517359 0.042273 0.0418925 0.042966 0.0378596 0.0402384 0.0430238 0.0406116 0.0410726 0.0433865 0.055964 0.0526504 0.0676079 0.070827 0.0682487 0.043367 0.040583 0.0443048 0.0431266 0.0386503 0.0464188 0.0384283 0.0402969 0.0456298 0.0395061 0.0408097 0.0419485 0.0460439 0.0382342 0.0374892
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -0.42985499999999993 0.10113500000000002 0.077685000000000018 -0.0043499999999999988 -0.034019999999999988 -0.11266 0.11462500000000002 0.088190000000000004 0.084100000000000022 0.086870000000000017 0.10666500000000002 0.085545000000000024 0.083815000000000014 -0.067819999999999978 -0.10071499999999999 0.27020000000000005 -0.082514999999999991 -0.017269999999999997 -0.27619499999999997 0.12675000000000003 0.12664500000000004 -0.07990499999999999 0.10251500000000001 0.092020000000000005 0.091715000000000005 0.25185000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 6 7 -6 -9 -10 11 12 16 14 19 29 17 -11 -19 20 -14 22 -7 24 25 -24 -27 -28 -13 -15
right_child=1 4 3 -5 5 21 -8 8 9 10 -12 28 13 15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00060722860221321627 -0.0013737849221927641 -0.00089580230693759721 -0.0012537848980307441 0.00035709922933879816 -0.00095674998253766897 -0.0010470141311637333 -0.0013767829597134006 -0.0013761537756995547 0.00047669848133742999 0.00096834648408972537 -0.001305938270968158 0.00082967416706289084 0.00026324937955293521 -0.0013802288093038699 0.00055853036858993831 0.00098429113015742779 0.00095124011489449399 7.1511278578604887e-05 -0.00080025970658804393 0.00065068334598194122 -0.0013814352908864957 0.001053905535585266 -0.00077249403673218314 -0.0003734636110321597 -0.00073884574602301064 0.00020375600009814901 0.0010129260583197344 -0.0010145473339899275 -0.00044851267331808779 0.00085227432126411436
leaf_weight=0.040301353539689444 0.041761003666579977 0.083742541516358737 0.15554904472912801 0.039038946610389758 0.087629057264168586 0.048892315382545237 0.046455371942556556 0.040224102171353304 0.33427794829367741 0.081014427891204832 0.06579088486614626 0.20326020326228889 0.036771881033931253 0.038188522763448418 0.058298143558204174 0.080706814886070788 0.097978254343161097 0.5196445681140176 0.13467113667137975 0.023310064556426369 0.26854374053982322 0.1017144759207439 0.04744377995666571 0.19046537682879716 0.05580951235970133 0.34339061311584373 0.32395494155616689 0.022583003636100329 0.056332137521167169 0.022546688371221535
leaf_count=25 243 335 845 60 375 16 79 188 99 30 44 86 21 51 8 12 78 84 85 7 259 150 23 83 33 197 301 11 78 4
internal_value=0 -9.0514e-07 -0.000666749 -0.000930603 1.58901e-05 3.88179e-05 -6.96511e-05 -4.1397e-05 -2.48884e-06 2.48468e-05 -6.46843e-05 -1.43143e-05 -0.000122336 -0.000506507 -0.00081041 0.00032484 0.000121251 1.066e-05 -0.000107916 -0.00105326 -0.00118335 0.000248788 0.000169477 0.000229942 0.000374837 0.000459129 0.000543823 0.000880801 0.000552305 -0.000551458
internal_weight=0 3.4554 0.234889 0.194588 3.41364 3.3299 2.19564 2.14919 2.06156 2.02134 1.68706 1.62127 1.36167 0.528366 0.386924 0.141442 0.833308 0.73533 0.654316 0.328626 0.305316 1.13425 1.03254 0.983647 0.793182 0.737372 0.689929 0.346538 0.259592 0.0607352
internal_count=3910 2980 930 905 2737 2402 1588 1509 1134 946 847 803 639 362 295 67 277 199 169 287 280 814 664 648 565 532 509 312 164 55
is_linear=0
shrinkage=0.00137286


Tree=680
num_leaves=31
num_cat=0
split_feature=403 1213 151 133 160 484 150 1 12 148 122 156 52 160 9 457 457 15 160 49 47 47 2 1375 0 1 3 484 12 48
split_gain=0.0602452 0.0554318 0.0524855 0.0441761 0.0607327 0.0494348 0.0726288 0.0595064 0.060717 0.0605543 0.0484575 0.0446361 0.0439327 0.0432702 0.040654 0.0439626 0.0646727 0.0578235 0.0514235 0.0579735 0.0693531 0.0515279 0.0406215 0.0403266 0.0827063 0.0434617 0.0665753 0.0396726 0.0387885 0.0384669
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08514999999999999 -0.26719999999999994 -0.40446999999999994 -0.0043499999999999988 0.094545000000000018 0.12811000000000003 0.11655500000000001 -0.084284999999999985 0.10641000000000002 0.10613500000000002 -0.42035499999999998 -0.089599999999999985 0.091655000000000014 -0.0034949999999999994 -0.14941999999999997 -0.11399999999999998 -0.091109999999999983 0.16913500000000004 0.09550500000000002 0.087945000000000009 0.10836000000000003 -0.43271999999999994 -0.22851499999999997 0.10113500000000002 0.10223 0.073820000000000011 0.10257000000000001 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 13 8 9 -7 11 -9 -11 -6 15 16 -14 -18 22 20 21 23 -17 -20 -25 28 -27 -4 29 -26
right_child=1 3 27 4 5 7 -8 10 -10 12 -12 -13 14 -15 -16 18 17 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00059663310518568574 -0.0012200867929590539 -0.00073494662162270491 -0.0011199005747584883 -0.00089445600059126745 0.00035590423332523282 -0.00099302377990540501 0.00094095100169080395 0.00085731081426755845 -0.00076188440187931802 -0.00078972108239556472 -0.0010869992836359766 -0.00090143232632241947 0.00066277426952357911 -0.0010329927736100421 -0.0007188418172966697 -0.00095666054612155143 0.00042670910859530066 -0.001006839595775151 -0.00027532264243500688 -0.00090973101568845173 0.00092392041887523469 -0.00058014719110667003 0.00067882339338412589 0.0011083764844743466 0.00011036856487860111 0.0012242280325772191 -8.601755630355853e-05 0.00011732495733292389 -0.00074839819940041258 0.00070378643002592413
leaf_weight=0.045163643495470751 0.055045021102614444 0.11450353448844897 0.17313399934505458 0.10217890527746964 0.041490634906949708 0.076347083668226623 0.045315819574170746 0.27954202376440651 0.13292114313117043 0.07923985599018335 0.023719526943750679 0.023227256169775501 0.077627720740565564 0.16958705349588932 0.081552245559578185 0.093798771912592449 0.056531937811087118 0.16062159427019995 0.19541177010979138 0.063202490957337321 0.22097892443343869 0.1168864845385541 0.029720186206759536 0.17352186805874614 1.2086975404745142 0.14539109687211738 0.095477563154418021 0.049536468777660048 0.068670018441480241 0.18752234181738447
leaf_count=25 243 205 845 243 66 67 24 254 47 262 7 25 34 428 35 77 17 77 16 36 57 23 24 33 427 143 41 60 27 42
internal_value=0 -4.95139e-06 -0.000601622 1.15083e-05 3.31512e-05 5.77891e-05 -0.000459355 9.47166e-05 4.50832e-05 7.93394e-05 0.000590934 0.000722387 0.00010614 -0.000759983 0.000129997 0.000153916 -0.000292243 -0.000633641 0.000204514 0.000242814 0.000273008 0.000207375 -0.000563143 0.000251744 0.000306549 0.000224982 0.000704862 -0.000844661 0.000146076 0.000190069
internal_weight=0 4.11873 0.267834 4.06369 3.94918 3.847 0.256394 3.59061 3.26412 3.1312 0.326489 0.302769 3.05485 0.211078 2.97561 2.89406 0.294781 0.217154 2.59928 2.47576 2.41256 2.19158 0.123519 2.07469 1.87928 1.70576 0.240869 0.22267 1.46489 1.39622
internal_count=3910 2980 930 2737 2532 2289 518 1771 1485 1438 286 279 1371 494 1109 1074 128 94 946 845 809 752 101 729 713 680 184 905 496 469
is_linear=0
shrinkage=0.00121906


Tree=681
num_leaves=31
num_cat=0
split_feature=1429 15 51 403 15 480 124 158 1374 151 1366 149 124 1213 483 1453 133 1 51 13 48 49 151 15 160 160 52 52 16 1
split_gain=0.0456883 0.0482511 0.0517719 0.0483553 0.0509652 0.0523126 0.0526157 0.0565007 0.0522228 0.0494356 0.0452599 0.0460195 0.0439447 0.0426967 0.0419381 0.0395498 0.03904 0.0500916 0.0587347 0.0471796 0.0421574 0.0440901 0.055341 0.0463098 0.0537001 0.0440404 0.0490678 0.0500202 0.0437641 0.0429854
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 -1.0000000180025095e-35 -0.19153499999999998 0.08456000000000001 -0.048219999999999992 0.085745000000000002 0.089520000000000016 -0.08514999999999999 -0.081619999999999984 0.10096000000000001 0.10385500000000002 -1.0000000180025095e-35 0.088030000000000011 -0.099244999999999986 -0.26719999999999994 0.10420500000000001 -0.097124999999999989 -0.060719999999999989 0.093225000000000016 -0.085974999999999982 0.096145000000000022 -0.106555 -0.090764999999999985 -0.079684999999999992 -0.089799999999999977 -0.077699999999999977 -0.15168999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 -6 8 10 -3 -8 13 15 -12 16 -9 -15 18 -18 -19 21 22 -20 -23 -25 -26 -27 -28 -29 -30
right_child=1 3 -4 4 5 -7 7 12 -10 -11 11 -13 -14 14 -16 -17 17 19 20 -21 -22 23 -24 24 25 26 27 28 29 -31
leaf_value=-0.00089718580054397637 0.00085456953605573638 0.00056376570254163352 -0.00036129254764372392 -0.00085233904629952609 0.00061456625352037503 -0.0011507542230090686 -0.0011560749098205377 0.0011544164898886315 -0.00094341691842017312 -0.00082409381785549906 -0.0011494283871179933 -0.0011551288358551634 0.0011141804230773665 -0.00068344555203518544 -0.00083593610859350009 -0.0011346907430089088 -0.00099397866518537593 0.00084218097849847451 -0.00091304031118039726 0.00020024057193292403 0.00065974057734087348 0.00090478186688101761 0.0004537361021351378 -0.00087329784778808549 0.00075997803441445525 -0.00081487369463120274 0.00094571704287530107 0.00046930209953031384 7.0583634771672462e-06 -0.00080428802856474324
leaf_weight=0.078490824003438209 0.16035279044899686 0.041705609612108674 0.064926255781756481 0.092356285910228375 0.19155257749207732 0.050260641386785099 0.040406422590425595 0.010899553924900829 0.071327734175611002 0.18024004728408805 0.036492036736494593 0.040025014099228318 0.015462906478205696 0.077196679223566878 0.061652089730159676 0.11555196184372096 0.068170198337617616 0.22703678101970581 0.12712034533252037 0.4516071562302385 0.15792941725248955 0.089450465660779188 0.056454806144756731 0.078130965273891406 0.12366339813116267 0.082479062266433423 0.085919771991033733 0.24314606306871056 0.80336452071373343 0.096523772681393893
leaf_count=181 289 25 22 65 181 203 35 3 60 886 223 19 7 145 133 205 125 127 48 156 58 19 16 144 79 116 23 42 242 33
internal_value=0 -1.20702e-05 0.000504154 -4.33647e-05 -1.0339e-05 1.25205e-05 2.99652e-05 -5.47199e-06 2.78365e-05 -0.000563302 5.1346e-05 6.81325e-05 -0.000713843 8.52139e-05 0.000101135 -0.00093738 0.000122005 0.000145111 5.40947e-05 0.000414998 9.0844e-05 4.05457e-05 -0.000492716 0.000101627 5.41506e-05 0.000104644 4.2848e-05 0.000100412 3.68725e-05 -7.99682e-05
internal_weight=0 3.94141 0.225279 3.71613 3.49418 3.40182 3.35156 3.16001 3.0181 0.221946 2.94677 2.90636 0.141914 2.86634 2.82985 0.126452 2.76819 2.691 2.01235 0.678644 1.94418 1.78625 0.183575 1.60268 1.51323 1.4351 1.31143 1.22895 1.14303 0.899888
internal_count=3910 3729 311 3418 2507 2442 2239 2058 1843 911 1783 1748 215 1729 1506 208 1373 1228 945 283 820 762 64 698 679 535 456 340 317 275
is_linear=0
shrinkage=0.00114875


Tree=682
num_leaves=31
num_cat=0
split_feature=484 150 1213 475 1 12 148 375 41 129 3 15 0 4 43 39 456 0 3 38 403 33 47 160 457 12 457 454 484 1
split_gain=0.0545784 0.079991 0.044547 0.0498851 0.0469789 0.0692355 0.0531856 0.0517865 0.0483856 0.0434774 0.0417957 0.051084 0.0553484 0.054414 0.0903938 0.0453644 0.0571923 0.054547 0.0852475 0.0525956 0.0508047 0.0523123 0.0538552 0.0455974 0.0389244 0.038468 0.0397896 0.0666002 0.0514491 0.0445173
threshold=-0.0043499999999999988 0.094545000000000018 -1.0000000180025095e-35 -0.086004999999999984 0.12811000000000003 0.11655500000000001 -0.084284999999999985 -0.40343999999999997 0.082980000000000012 0.097310000000000021 -0.100615 0.05377500000000001 -0.055084999999999988 -0.48072499999999996 -0.46376499999999993 0.005105000000000001 -1.0000000180025095e-35 -0.06340999999999998 0.13772500000000001 0.085905000000000023 -0.081784999999999983 -0.007134999999999999 0.10887000000000001 -0.23073999999999997 -0.098834999999999992 -0.0089849999999999982 -0.0034949999999999994 0.085470000000000004 0.08764000000000001 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 -2 5 6 -4 -6 9 10 11 13 -13 14 -8 16 -12 20 -19 -17 -18 -22 23 -23 -1 -25 27 -27 29 -28
right_child=2 -3 4 -5 7 -7 8 -9 -10 -11 15 12 -14 -15 -16 19 17 18 -20 -21 21 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.00057444728298533694 0.0011311010902241053 0.00080130142244752719 -0.0009149506330704062 -0.00095202945806495637 -0.00097599554763194588 -0.00076588149217770663 0.00084595714675458715 0.0005323972135133448 -0.00063123336041911353 -0.0010892155502868481 -0.0010868368495155678 -0.00081438557498328217 0.00071079780752733861 0.00076060420207421631 -0.0011387958030136317 0.00071492194112499454 -0.00112701360027787 -0.00081903699343981813 0.0007526467702145724 -0.00075730129897729327 -0.0011333615688594169 -0.00079644748093764815 -0.00096702554814681227 -0.00050751347912623881 -0.00092615183559923136 -0.00073434292333805263 0.00011322688203945346 0.00096934618222194657 -0.00066208019159565211 0.00049423244877034136
leaf_weight=0.024393206724198535 0.01688591530546546 0.049209947992494563 0.076764253357397005 0.106821836376639 0.03158843150595203 0.1513719141698856 0.058960853610187769 0.33539130911685777 0.13366749648321263 0.041228604802199587 0.063367433213901037 0.084451138112854096 0.046961660584202036 0.33304661654938295 0.057480102826048096 0.19883660821142246 0.044911061152110299 0.20697059796838901 0.055513013707241043 0.036415806303921272 0.043826797627848246 0.063536108323209883 0.057167857461536076 0.099639200219830415 0.21669757003564871 0.12122210593770888 0.76360607920649248 0.038298302300972864 0.072687103537646069 0.79282184651128773
leaf_count=8 4 24 71 561 6 89 6 300 104 74 56 62 7 154 76 190 309 168 11 29 14 194 56 44 580 74 336 8 87 208
internal_value=0 -0.000507233 -2.04844e-06 -0.000667685 1.84877e-05 -2.02046e-05 1.21249e-05 0.00040256 3.29665e-05 6.00263e-05 7.46516e-05 0.000348324 -0.000269346 0.000528907 -0.0001338 1.48595e-05 -3.09734e-05 -2.62521e-06 -0.000486639 0.00048703 5.79387e-05 8.38629e-05 0.000110417 0.000141975 -0.000774323 0.000173551 0.000211491 -0.000325314 0.000264054 0.000307306
internal_weight=0 0.290301 4.13344 0.123708 4.00973 3.64275 3.49138 0.36698 3.41462 3.28095 3.23972 0.5809 0.131413 0.449488 0.116441 2.65882 2.42357 2.3602 0.262484 0.235252 2.09772 2.05281 2.00898 1.95181 0.241091 1.88827 1.78864 0.15952 1.62912 1.55643
internal_count=3910 612 3298 565 2733 2427 2338 306 2267 2163 2089 305 69 236 82 1784 1565 1509 179 219 1330 1021 1007 951 588 757 713 82 631 544
is_linear=0
shrinkage=0.00112622


Tree=683
num_leaves=31
num_cat=0
split_feature=9 30 484 150 457 1 51 48 47 44 1 48 42 43 16 13 42 130 130 42 133 0 49 0 474 16 52 49 16 0
split_gain=0.0147972 0.0145155 0.0145196 0.032991 0.0185249 0.0150004 0.0335383 0.0263708 0.0204858 0.0199153 0.0256059 0.0260005 0.0217447 0.0268407 0.0377155 0.0435155 0.0234777 0.0205508 0.0228062 0.0310864 0.0338383 0.0289808 0.023338 0.0185555 0.0219028 0.0182569 0.0377946 0.0299845 0.0234041 0.023328
threshold=-0.016839999999999997 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -0.098834999999999992 0.13562500000000002 -0.40274499999999996 0.12649500000000002 0.13206500000000002 0.085085000000000008 0.10752500000000002 -0.086624999999999994 0.092145000000000019 -0.49922499999999997 -0.090494999999999978 -0.014114999999999997 0.091330000000000008 -0.088449999999999987 -0.081969999999999987 -1.0000000180025095e-35 0.084630000000000025 -0.07773999999999999 0.10251500000000001 -0.18087499999999998 -1.0000000180025095e-35 -0.19424999999999998 0.048695000000000009 0.084840000000000013 -0.14687999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 10 12 -12 16 -14 15 -15 17 -4 -19 20 -20 -22 25 -13 -25 26 29 28 -27 -21
right_child=1 2 5 -5 -6 6 -8 -9 -10 -11 11 23 13 14 -16 -17 -18 18 19 22 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0026942560389521435 -0.0029441917590233009 0.0018195093074083941 -0.0028051795101872393 0.0021883885354352121 -0.0022858340613935175 -0.0029529976700447594 0.0018423579474485194 -0.0016998736955197912 -0.0029610507310209523 -0.0028086666325459683 -0.0021705008640744154 0.0029605095288782681 0.001949019920886059 -0.0019349407975368421 -0.0028366624799415585 0.0027490993968102228 0.0023149189963307861 0.0021735562577131938 -0.0023509613106149985 -0.0014671335982969827 -0.0028464555967854482 0.0021234118936891816 0.001923906709683999 -0.0024613780887885006 0.0011259657642205903 0.0025744179348705402 -0.0028906013577156657 -0.0028518733625997098 0.00023586363540327007 0.0012991834409446425
leaf_weight=0.017077925380249659 0.015018495381810326 0.010776509181596339 0.02200920075040369 0.022088167292167782 0.0828884494311245 0.014851695625111461 0.085528395116625577 0.07910927414013702 0.019506932285366818 0.020523694209259591 0.021367115416069282 0.043574852733399894 0.022896141578712559 0.039355504194418245 0.081351372986659842 0.03057949556659878 0.039792234601009002 0.042974699510523462 0.09254699253833043 0.045269461160387436 0.014381330464630082 0.034849681731657256 0.062000055228509154 0.016040130084547854 0.18605087435162193 0.039289236559852059 0.052649486565314874 0.026067227954399641 0.67589721812663628 0.063619479977204962
leaf_count=121 4 8 72 23 578 13 173 79 19 23 16 35 13 93 367 10 37 18 617 43 118 68 101 18 260 19 38 82 821 23
internal_value=0 -5.92494e-05 -3.74531e-05 -0.00104985 -0.0018135 2.51449e-05 0.00113286 -3.76156e-05 4.00759e-05 7.50668e-05 0.000110881 0.000946072 -5.00857e-05 -0.00102321 -0.00147304 0.000113184 8.98428e-05 1.42673e-05 6.82485e-05 -1.35132e-05 -0.0013014 0.000671618 0.000175744 0.00121714 0.000841235 5.56877e-05 -0.000841606 0.000251231 0.000364334 0.000149115
internal_weight=0 2.00285 1.98783 0.115753 0.093665 1.87208 0.10038 1.7717 1.69259 1.67309 1.65256 0.267033 1.38553 0.174183 0.151286 0.069935 1.21135 1.17155 1.14954 1.10657 0.141778 0.049231 0.964792 0.245666 0.202091 0.902792 0.161538 0.741254 0.715186 0.108889
internal_count=3910 3789 3785 609 586 3176 186 2990 2911 2892 2869 329 2540 483 470 103 2057 2020 1948 1930 803 186 1127 313 278 1026 104 922 840 66
is_linear=0
shrinkage=0.00294557


Tree=684
num_leaves=31
num_cat=0
split_feature=151 1348 1456 453 49 12 160 52 133 15 133 151 13 2 1 43 40 3 403 403 132 49 1366 474 0 0 33 9 50 39
split_gain=0.0135671 0.0160868 0.0189438 0.0201074 0.0172729 0.0180758 0.0168394 0.0162096 0.0301623 0.023988 0.0228482 0.0216891 0.0214253 0.0344333 0.0226108 0.0227497 0.0219076 0.0204043 0.0202923 0.0191873 0.0237347 0.020158 0.021339 0.0185236 0.0181323 0.0386844 0.0176681 0.0251396 0.0149873 0.0187493
threshold=-0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.090755000000000016 0.10513500000000002 0.089570000000000025 -0.059339999999999997 0.11588000000000002 -0.036599999999999987 -0.09547499999999999 -0.26719999999999994 0.13635000000000003 -0.091229999999999992 0.097940000000000013 0.08844500000000001 0.052855000000000006 -0.22172999999999998 -0.077894999999999978 0.10150000000000002 -0.088854999999999976 0.080815000000000012 0.082865000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07773999999999999 -0.11991499999999998 -0.007134999999999999 0.091370000000000021 0.086465000000000014 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 10 -9 17 -4 -11 13 14 15 -12 -15 -10 19 -14 21 22 -21 -24 25 -22 -25 28 -28 -30
right_child=1 -3 4 -5 5 -7 -8 8 9 11 12 -13 18 16 -16 -17 -18 -19 -20 20 24 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=-0.003093868269840476 -0.0034253764841334655 0.0035272018896563713 -0.0030561097989167596 0.0036707323725503238 -0.0013021347479369816 -0.0017755243577695691 0.0024187766104464036 0.0029818605692697006 -0.0034774260409971246 -0.0032133947380880803 -0.002983489532698903 0.0036867051103402189 -0.0033204893875117664 -0.0012409759338389383 0.0014911924623324175 0.00047241796520316326 0.0029798149462710146 0.0018894861637601657 -0.0036678208191141259 -0.0034456644657188469 0.0035676005011969114 -0.0027958917493369649 -0.0036817843040232571 -0.0033421608577295196 0.0030097321978019313 -0.0035450941915550235 0.00015589251131746949 0.0034882757195008616 -0.0030685311001748439 0.0032403931434725995
leaf_weight=0.019358372494934994 0.037770497794838209 0.017069727854050032 0.031576558976894042 0.0062413065379587343 0.019508862802467775 0.022414196192357849 0.099631257136706952 0.020605031193667855 0.013154956602193124 0.0937029676801443 0.049967958217393194 0.0065367175266146651 0.023762156769805087 0.019310421201225836 0.069484921404637134 0.052285491741713486 0.11313093972830757 0.034218383909092154 0.021306911425540309 0.024383938928962512 0.019581205829126702 0.037418492073299947 0.017801817577263956 0.019751798942706067 0.059030569690548762 0.02153902728207413 0.90464117190765958 0.029463024772667268 0.037537592413656284 0.0075973947243710418
leaf_count=65 365 42 185 2 35 125 104 62 20 305 123 1 404 5 65 45 150 56 145 41 24 148 94 35 73 66 935 23 153 14
internal_value=0 -1.24796e-05 -4.40584e-05 -0.00241908 1.18591e-05 0.00124182 0.00180949 -8.89095e-05 -0.00116905 -0.00174846 2.75958e-05 -0.00276343 9.13217e-05 0.000961217 -0.000120898 -0.00121637 0.00236441 0.000399165 -0.000124891 -6.21148e-05 3.57023e-06 -0.000154792 -5.98744e-05 2.1321e-05 0.00170909 -0.000158072 8.73096e-05 0.000156484 5.31284e-05 -0.00200657
internal_weight=0 1.93043 1.91336 0.0440118 1.86934 0.141554 0.11914 1.72779 0.168218 0.147613 1.55957 0.10024 1.52799 0.30418 0.171738 0.102253 0.132441 0.0473733 1.22382 1.20251 1.17875 1.0786 1.04118 1.01679 0.100151 0.0411202 0.998991 0.979239 0.949776 0.045135
internal_count=3910 3845 3803 367 3436 264 139 3172 444 382 2728 306 2543 388 233 168 155 76 2155 2010 1606 1443 1295 1254 163 90 1160 1125 1102 167
is_linear=0
shrinkage=0.00366245


Tree=685
num_leaves=31
num_cat=0
split_feature=14 1429 1 0 3 39 3 48 0 3 2 15 1212 15 150 52 457 402 52 48 15 403 51 52 4 133 474 0 16 159
split_gain=0.0576014 0.0535837 0.0564105 0.073422 0.0891815 0.0627922 0.0728001 0.0627873 0.0932134 0.0937931 0.0860512 0.0812175 0.0697237 0.0744069 0.0679515 0.0775636 0.0669173 0.066429 0.0588709 0.0614854 0.0610332 0.0638442 0.0569587 0.0558748 0.110334 0.0556559 0.075231 0.0542302 0.0513165 0.0500418
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.083604999999999985 0.005105000000000001 0.16699000000000003 0.086285000000000014 -0.10575999999999998 -0.12817999999999996 0.086650000000000019 -0.11739999999999999 -0.50114499999999984 -0.053579999999999996 0.095565000000000011 -0.015039999999999998 -0.0015249999999999997 -0.47918499999999992 0.11401500000000002 0.086065000000000016 -1.0000000180025095e-35 0.095765000000000017 -0.40274499999999996 0.10433000000000002 -0.51381999999999983 0.084285000000000013 0.084795000000000023 -0.10209999999999998 -0.5152199999999999 0.11294000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 11 -10 -9 -4 -11 27 15 -12 -13 -15 19 20 -5 23 -7 24 -22 26 28 -14 -6 -20
right_child=-2 2 5 18 25 22 -8 10 9 12 14 16 13 17 -16 -17 -18 -19 29 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010055091682502654 -0.00086970340669141827 -0.0012997269182246367 -0.00045241185711631575 -0.0012958833317959142 0.00096393178030371196 -0.0013004915302905148 0.00095945230157954775 -0.0013086303721449803 0.00065644474184928421 0.0011906572473973915 -0.0012862378410101127 -0.00013416349409005841 -0.0013086134453961064 0.0011672780364960882 0.00031411390849277713 -9.772134552171677e-05 0.00092888419479709116 -0.0010728516517061817 -0.0011271531851740132 0.00081703123184798197 -0.0013115603932423738 -0.0013012380269114168 0.00070316367218241501 0.0011656495541249288 0.00023550693087118972 0.00012628772126225702 0.00126679154233023 0.00026820414272368814 -0.0013011556639289505 0.0012894545010875907
leaf_weight=0.090581540365292201 0.13716234710227571 0.17930393294795977 0.12619449847261421 0.058849083850872619 0.018724187433690531 0.025303544520284049 0.13481769798545418 0.12065517388327851 0.1853561511798042 0.043603998652544051 0.13401063004494063 0.12726415137876756 0.043727025869884528 0.023870660006651834 0.32486217717814725 0.29242398076166864 0.44785486941691566 0.3081707943133517 0.11114508356922659 0.17442082452726027 0.088199382335005128 0.053449948347406462 0.38542820663860755 0.082723293471644865 0.61590177545849811 0.29249840849843167 0.026754126480227569 0.22095903612626067 0.15791588485717456 0.016465281696582679
leaf_count=180 126 444 41 219 6 9 147 43 133 10 49 21 6 8 26 68 114 490 190 61 15 64 357 35 381 185 7 156 315 4
internal_value=0 -1.97278e-05 -1.2054e-06 -0.00017651 -0.000517834 0.000110505 3.44433e-05 -1.75409e-05 0.000140612 -0.000153961 -0.000294506 0.000487427 -0.000388549 -0.000503944 -0.000131642 -0.000471223 0.00069365 -0.000911807 1.53561e-05 0.0001141 -2.22616e-05 6.69372e-05 0.000579726 0.000159879 4.17132e-05 -0.000235118 -0.000754851 7.70858e-06 -0.00106105 -0.000815344
internal_weight=0 4.91144 4.82085 1.87635 0.675197 2.9445 2.53377 2.39895 1.527 0.825688 0.871952 0.701314 0.640332 0.596728 0.751297 0.426435 0.575119 0.332041 1.20115 1.07354 0.899123 0.840274 0.410732 0.786824 0.704101 0.495893 0.203394 0.264686 0.17664 0.12761
internal_count=3910 3784 3604 1926 957 1678 1312 1165 979 803 186 176 670 660 143 117 135 498 969 775 714 495 366 431 396 513 328 162 321 194
is_linear=0
shrinkage=0.00129368


Tree=686
num_leaves=31
num_cat=0
split_feature=14 147 3 38 124 1365 38 1373 158 401 1456 1375 15 49 151 49 16 0 1 52 15 3 15 52 39 13 133 160 1 474
split_gain=0.0139266 0.0207244 0.015057 0.0310038 0.0193823 0.0245222 0.0233945 0.0161532 0.0158704 0.0153409 0.0150528 0.0165421 0.0174746 0.0208 0.0294401 0.0336043 0.0329687 0.0274225 0.0223006 0.0314956 0.0216361 0.020362 0.0309354 0.0300162 0.0225882 0.0407102 0.0237828 0.0271409 0.0355974 0.0291209
threshold=0.077685000000000018 0.111195 0.30601500000000009 0.13790500000000003 -0.048219999999999992 1.0000000180025095e-35 0.085905000000000023 0.11103 0.11015500000000002 0.10072000000000002 0.075285000000000005 0.060690000000000008 0.22941000000000003 -0.18178499999999997 0.056555000000000001 -0.053904999999999988 -0.072359999999999994 -0.15291499999999997 0.091310000000000016 -0.066329999999999986 0.10043500000000001 -0.10315499999999998 0.088190000000000004 0.091715000000000005 0.16168500000000002 0.0024700000000000004 -0.090054999999999982 -0.098319999999999991 0.095575000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 7 -1 8 9 10 11 12 13 -6 17 -16 -17 18 -15 -20 21 -19 24 -24 25 26 -23 -28 -29 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 20 19 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0020234285070022642 -0.0029638638841502905 0.0033942833295825215 0.0033862734439815954 -0.0033914998945427594 0.0020072572587580399 -0.0033908896656879126 -0.0033816714483157063 -0.0033948427058156363 -0.0031880425641759016 -0.0033869041122843225 -0.0025989642470081184 0.0025258595007665971 -0.002084338018843696 0.0020471932493211307 -0.002541788105800369 0.0030929646400573241 -0.0015580646513332025 0.00084950128763287564 -0.0030841291759874682 0.0010140177175421133 -0.0028999694898717934 -0.0023709943098663777 0.0019869411851004201 -0.003388042059443771 0.0034056886278276181 -0.0029624063058381351 -0.0031078664535079473 -0.00043014770139379675 -0.0027703564781675306 0.002294278226696045
leaf_weight=0.08519794801691194 0.036294294929234749 0.0070010747076594262 0.035819465599843059 0.0098515336867421865 0.061263502184373375 0.025912415600373495 0.010272805712929767 0.016612185899248177 0.018161563945568449 0.015243907291733083 0.024697087133233597 0.03062304191826104 0.044126423210400278 0.14311006063326059 0.10339151420976123 0.031095789034452537 0.039754282171088451 0.2493967685098808 0.027831565741507802 0.093915049478709989 0.030159654581211615 0.058721197128192348 0.10177689826025471 0.013468413206851437 0.016214724453675444 0.076146236373290321 0.032188584343314952 0.36391354195484971 0.014787867067070692 0.107333908784085
leaf_count=251 119 7 156 6 35 67 30 18 152 174 242 48 31 46 59 19 28 319 6 83 213 187 246 113 19 200 139 743 27 127
internal_value=0 -0.00193572 5.2297e-06 0.00192426 -4.25245e-05 -0.000123976 0.00144183 -7.45843e-05 -4.2088e-05 -8.06176e-06 2.28934e-05 6.23953e-05 1.5498e-05 7.47246e-05 -4.03619e-06 -0.00131175 0.000483252 0.000167419 0.00114163 7.71716e-05 -7.50635e-05 7.33733e-06 -0.000260374 0.00135878 -0.00053917 -0.000637111 -0.000330215 -9.89692e-05 0.000100301 0.001681
internal_weight=0 0.0432954 1.88099 0.045671 1.83532 1.73985 0.0954708 1.71393 1.69732 1.67916 1.66392 1.63922 1.6086 1.56447 1.50321 0.174242 0.0708501 1.32896 0.264857 0.121747 1.06411 1.03395 0.784551 0.115245 0.669306 0.653091 0.576945 0.518224 0.486035 0.122122
internal_count=3910 126 3784 162 3622 3341 281 3274 3256 3104 2930 2688 2640 2609 2574 106 47 2468 135 89 2333 2120 1801 359 1442 1423 1223 1036 897 154
is_linear=0
shrinkage=0.00338353


Tree=687
num_leaves=31
num_cat=0
split_feature=39 3 4 45 48 39 133 48 50 4 158 3 9 49 12 52 1348 11 3 15 16 0 0 16 12 160 1212 12 2 3
split_gain=0.0669265 0.0950174 0.0609874 0.0515038 0.0495547 0.0560375 0.0620678 0.0488295 0.0684867 0.0806582 0.0647911 0.0493818 0.0574405 0.0473622 0.0613424 0.0408812 0.0407842 0.0427614 0.0543653 0.0895616 0.0588915 0.0473499 0.0892578 0.0705225 0.0613823 0.0709647 0.0604132 0.0568489 0.0530008 0.049159
threshold=0.005105000000000001 0.30601500000000009 0.28937500000000005 -1.0000000180025095e-35 0.11614500000000001 0.083240000000000022 0.08517000000000001 0.11930500000000001 0.10625000000000001 0.28937500000000005 0.085745000000000002 0.11818000000000002 0.091655000000000014 0.10581000000000002 0.088325000000000015 0.024145000000000003 0.088030000000000011 0.08184000000000001 -0.10315499999999998 0.079360000000000014 0.15737500000000001 -0.10071499999999999 -0.10209999999999998 -0.014099999999999998 0.089745000000000005 0.031805000000000007 -0.5172699999999999 0.089995000000000006 0.086650000000000019 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -7 8 9 10 13 12 -11 16 -15 -9 17 18 19 20 -5 22 23 28 26 27 -23 -26 -20 -29
right_child=2 -3 -4 7 -6 6 -8 15 -10 11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0013765999963926004 0.0013205258663646132 0.00085663087776538267 0.0013764087036440076 0.00087353147120064803 0.0012032558355145138 -0.00065977476061683039 0.0005898600662920632 -0.0011950060405539174 -0.0011941801828681468 0.001295293624657175 -0.001211688247384236 -0.00041790924203932429 -0.00041985066522137884 0.00077669368928493963 -0.0013770687315909946 -0.00016874409479288775 0.001207924539679082 -0.0013793668724346756 -0.00089332509909071896 -0.00079128940530462366 -0.00025734120920566344 0.0011114322398365411 0.00097869282320609701 0.00040752006873164042 0.0010670896459862224 0.0010953173011896697 -0.00095040507123819826 -0.00075194560640991681 -0.00021837611720261431 0.00029386572262259808
leaf_weight=0.030132522850180865 0.041775118810619349 0.11404864358246403 0.06454644431687484 0.21215213025880242 0.05372438691847492 0.30230263496014231 0.099591884607434622 0.26090922391449556 0.18664593866787971 0.1273516067303716 0.17521152309336674 0.096666071505751461 0.051759254754870199 0.1314385026525996 0.030756172667224746 0.1016638955406961 0.029776308077998581 0.082924973444278183 0.40849567208533688 0.17311529557355243 0.146881114673306 0.027737675482060631 0.10122015198976608 0.18204516258265346 0.042905464048089925 0.0607170512630546 0.77905407793513981 0.48623634516115999 0.47338971900535398 0.10258560933289118
leaf_count=22 13 139 165 70 38 147 96 76 351 96 282 27 18 65 95 28 16 117 71 94 23 20 20 47 18 35 941 660 109 11
internal_value=0 -0.000380884 0.000120912 -0.000412236 -4.20131e-05 -0.000192804 -0.000350108 -0.00042429 -0.000381675 -0.000343013 -0.000397151 0.00037287 0.000799653 -0.000356039 0.000368286 -0.000907247 -0.000391541 -0.000406063 -0.000380814 1.98041e-05 0.00041089 -0.000460828 -0.000253226 -0.000370428 -0.000622168 -0.00032232 -0.000879519 -0.000458573 -0.000531017 -0.000569742
internal_weight=0 4.61582 0.56194 4.50177 0.497394 0.44367 0.401895 4.47164 4.10907 3.92242 3.64664 0.275777 0.179111 3.47143 0.162195 0.362573 3.30924 3.27946 3.19654 0.532149 0.359033 2.66439 1.16515 1.06393 1.49924 0.692444 0.806792 0.631727 0.881885 0.588822
internal_count=3910 3451 459 3312 294 256 243 3290 3186 2835 2694 141 114 2412 160 104 2252 2236 2119 187 93 1932 247 227 1685 724 961 689 180 671
is_linear=0
shrinkage=0.00137286


Tree=688
num_leaves=31
num_cat=0
split_feature=41 39 43 12 1 3 1365 483 158 15 155 453 16 43 4 0 42 15 49 49 15 33 9 2 48 15 48 150 2 403
split_gain=0.0140811 0.0154971 0.0199232 0.0233708 0.0183427 0.0161227 0.0177136 0.0167537 0.0175273 0.018086 0.0171669 0.0171667 0.0212888 0.0154654 0.0430105 0.0156406 0.0329307 0.0219267 0.022241 0.0378884 0.0294121 0.0257448 0.021616 0.0248899 0.0268517 0.0274013 0.0231997 0.0353617 0.0256364 0.0230528
threshold=0.082980000000000012 0.005105000000000001 -0.24333999999999997 -0.095029999999999989 0.092550000000000007 0.31335500000000011 1.0000000180025095e-35 0.086680000000000021 0.085745000000000002 -0.11219499999999999 0.10222000000000002 0.089535000000000017 -0.53943499999999989 -0.50992999999999988 -0.51381999999999983 1.0000000180025095e-35 0.093785000000000021 0.22941000000000003 -0.22390499999999999 -0.091004999999999989 0.10043500000000001 -0.007134999999999999 0.091370000000000021 0.089710000000000012 0.088465000000000002 0.090505000000000016 0.08784500000000002 0.085595000000000018 -0.013084999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 8 10 -10 11 12 -1 -14 -15 17 -17 18 -16 -20 21 -21 23 24 25 26 27 28 -23 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 -12 -13 13 14 15 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0035461253147818571 -0.0018079772290365669 -0.0013817674620000421 -0.0037331876561606057 0.0030281337317134625 0.0011951273185705918 0.0032272538699987183 -0.0034379852893135802 -0.0024670966546660113 0.0008684782790196494 -0.0038934212238630767 -0.0038917762989093795 -0.0038952025543436348 0.0023964369233764773 -0.0039096271072116464 0.0028234754721475196 0.0021160490197578083 -0.0024137713424286856 -0.0028645970878870427 -0.0031580343659193752 -0.0039005045013416726 -0.0034307054830043332 -0.0038956814865274171 0.0039597507248248206 0.00091098023915956621 -0.0038993425011440361 -0.0038985732782993768 0.0039763844613603305 -0.0037740937656374042 -0.0030692288662090578 0.00071028571122963113
leaf_weight=0.026983477328029859 0.06700781278368606 0.038921944341382186 0.015855378977448709 0.086249900090024201 0.040671142506425895 0.021541550088500006 0.024487607929472577 0.044181817039031901 0.018487741529270352 0.034590983112195661 0.016607556251187705 0.016215672949328908 0.041617620541500311 0.041412172461945285 0.042310057346752195 0.12828095621262026 0.029891797541949927 0.040134453258360625 0.056170167489879907 0.022237453435081433 0.03415080716962382 0.021547515221753133 0.024153602149453945 0.44906632285875503 0.030077785012053937 0.027374900042332229 0.022236063271520834 0.036199263021444494 0.026117046842869307 0.36606899896163136
leaf_count=57 148 41 30 270 80 118 66 292 38 231 166 17 31 35 13 108 15 24 71 15 221 22 6 593 47 151 2 81 448 473
internal_value=0 6.13048e-06 0.00108318 0.00175514 -0.000187238 -0.000113041 -0.000157442 -0.000107112 -3.99253e-05 -0.00223481 3.7802e-05 8.18302e-05 0.00012582 6.1686e-05 -7.84649e-06 0.000111312 0.00125999 -4.03688e-05 5.7539e-05 -4.73803e-05 0.000117575 0.000235787 0.000327507 0.000237865 -0.000332869 -0.00011813 0.000101048 -9.04741e-05 0.000231821 0.000458595
internal_weight=0 1.82384 0.181698 0.142776 0.0565265 1.64214 1.6206 1.59611 1.55193 0.0530787 1.49885 1.48225 1.46603 1.43905 1.39743 1.35602 0.158173 1.19784 1.15771 1.1154 1.05923 1.02508 1.00284 0.978688 0.529622 0.499544 0.472169 0.449933 0.413734 0.392186
internal_count=3910 3762 421 380 110 3341 3223 3157 2865 269 2596 2430 2413 2356 2325 2290 123 2167 2143 2130 2059 1838 1823 1817 1224 1177 1026 1024 943 921
is_linear=0
shrinkage=0.00388662


Tree=689
num_leaves=31
num_cat=0
split_feature=1446 393 11 1456 151 457 457 151 1213 15 43 4 3 38 124 402 151 1456 4 41 130 160 9 128 456 158 156 16 16 1
split_gain=0.0127553 0.0128755 0.0130884 0.0134289 0.0166823 0.0145375 0.0206134 0.0186484 0.0161007 0.0160372 0.0146057 0.0356822 0.0154722 0.0160368 0.0199489 0.0240053 0.0171524 0.0152994 0.016167 0.0220474 0.0205048 0.0206863 0.0216271 0.0188237 0.0179188 0.0174462 0.0173064 0.0183863 0.0329866 0.0335556
threshold=0.11539000000000001 -1.0000000180025095e-35 0.10553000000000001 -1.0000000180025095e-35 -0.035524999999999994 -0.14941999999999997 -0.068264999999999978 -0.095804999999999987 -0.082704999999999987 0.28654000000000007 -0.50992999999999988 -0.51381999999999983 -0.34922499999999995 0.11976000000000002 -0.048219999999999992 0.084450000000000011 -0.52174999999999983 1.0000000180025095e-35 0.25367000000000006 0.083565000000000014 -0.083489999999999995 -0.08044999999999998 0.091655000000000014 0.086435000000000012 -1.0000000180025095e-35 0.089220000000000008 0.10477500000000002 -0.014099999999999998 -0.072359999999999994 0.10031000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -7 -8 10 -10 -12 -13 14 15 -14 -16 18 19 23 -20 -22 -23 24 -18 26 27 28 29 -26
right_child=-2 2 -4 5 -6 6 8 -9 9 -11 11 12 13 -15 16 -17 17 -19 20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0036652147755009564 -0.0036682832106218312 0.0010021191044386807 -0.0028039644986279436 0.0022927344031193017 -0.0036672011263302342 0.0034693636913213943 -0.003664667406477199 -0.002459742329890892 0.0023196862330551096 -0.0036242576063126317 -0.0032661575303006216 0.0028349521810062308 0.0029379953392553739 -0.0033304604836150971 -0.0036663122173153924 -0.0036661733272554914 -0.0036704743181917576 -0.0026803735539356315 -0.0031190436721039647 -0.0036195770377736025 -0.001602620858913285 0.0027073053823556147 -0.00098047870209787952 -0.0036739096321709861 5.4223678874052967e-05 -0.0033180457865845722 -0.0033895039631216413 0.00098399915054065128 -0.0015613526337167186 0.0027779767384109007
leaf_weight=0.012955578407854662 0.012997627692527769 0.016185017410634828 0.022071512846196017 0.039092222712497349 0.028052127423506934 0.00795222918577565 0.014931094628081953 0.067625228164700846 0.042115072165869516 0.014911938407749292 0.040327454117344952 0.029856198915694132 0.06067803621317569 0.017330315045910427 0.015881162840741481 0.008405325332432767 0.015969597619914455 0.024943903166643966 0.013564340525135776 0.021508091205873714 0.023929692199658348 0.12276984828338289 0.025816483922881162 0.017247552707885805 0.46621313565816302 0.018213545530386344 0.016825111891250688 0.39363596349699559 0.14481219571251813 0.069745922839501873
leaf_count=76 55 41 35 50 319 9 297 190 43 17 59 43 221 17 63 28 19 203 15 71 40 216 36 137 657 65 143 444 241 60
internal_value=0 -2.71626e-05 -9.86449e-07 3.37983e-05 -0.00195884 8.46248e-05 3.37049e-05 -0.00183588 0.000120946 0.00015617 0.00019163 0.000133721 0.000224681 0.000171935 0.000213504 0.00213447 0.000118105 0.000161809 0.000214314 5.40922e-05 0.00121671 0.00155761 0.00206656 0.000123241 0.000181434 0.000236879 0.000296214 0.000353932 -1.03861e-05 0.000408674
internal_weight=0 1.81357 1.80061 1.77854 0.0442371 1.7343 1.69521 0.0755775 1.61963 1.6047 1.58979 1.54767 1.50735 1.47749 1.46016 0.0690834 1.39108 1.3752 1.35025 1.16417 0.18608 0.172516 0.148586 1.14266 1.12542 1.10945 1.09123 1.07441 0.680771 0.535959
internal_count=3910 3855 3779 3744 360 3384 3334 199 3135 2838 2821 2778 2719 2676 2659 249 2410 2347 2144 1837 307 292 252 1766 1629 1610 1545 1402 958 717
is_linear=0
shrinkage=0.00366245


Tree=690
num_leaves=31
num_cat=0
split_feature=9 30 14 147 156 1211 1 0 3 132 15 3 49 159 0 48 16 0 15 130 13 42 43 104 4 51 1374 457 44 2
split_gain=0.012582 0.0130962 0.0129963 0.0186928 0.0126872 0.0127322 0.0126662 0.0271098 0.0304778 0.0205644 0.0181184 0.0233413 0.0206574 0.0251898 0.0173512 0.018716 0.0183193 0.0335856 0.0189921 0.0175492 0.0207571 0.0220631 0.0522393 0.0168489 0.0174685 0.0209998 0.020834 0.0255429 0.0191165 0.0181966
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.077685000000000018 0.111195 -1.0000000180025095e-35 0.082530000000000006 1.0000000180025095e-35 -0.084074999999999997 -0.083604999999999985 0.079995000000000011 0.091195000000000012 -0.08348499999999999 0.12114500000000002 0.087945000000000009 -0.083934999999999996 0.086065000000000016 -0.089559999999999987 -0.076734999999999984 0.085120000000000015 -1.0000000180025095e-35 -0.5337599999999999 0.078965000000000021 -0.4045149999999999 0.077595000000000011 -0.23071499999999998 0.091630000000000003 -0.095439999999999983 0.069705000000000003 1.0000000180025095e-35 0.12168500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 -6 23 11 -10 13 -13 -9 16 18 -18 -16 -19 -21 -22 -23 24 25 -8 -26 28 29 -28
right_child=1 2 3 -5 5 -7 9 14 10 -11 -12 12 -14 -15 15 -17 17 19 -20 20 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0035649523358489599 -0.0039557859232281969 -0.0039662036768802634 -0.0036241100270068926 0.0039753282955068145 -0.0039717794594909652 -0.0034325301532135417 -0.0038788281390200177 0.0037687169684775981 0.0039066476826816283 0.0025446986456838009 0.0019530600944278624 -0.0033986621077101778 0.0018754143243484196 0.00087545157306579855 -0.0010328988712214734 0.0020380863450565625 -0.0039698223439821574 -0.0039755415250117918 0.0027623849330775541 -0.0039934249973340805 0.0018361756063200192 0.0037597744137303365 -0.0039865607338647495 -0.0033830436648887357 -0.0010673675404127057 0.0002770923504138081 0.00025559431608119805 0.0025060480068833609 -0.0034309504269644962 0.0023382447179063066
leaf_weight=0.01496500275732171 0.013634119719426629 0.01261246974576069 0.030998915700706786 0.006085571450967108 0.056564758314606722 0.016578088901667232 0.033868902309450277 0.020912259361580254 0.012705058154096394 0.062033292472733592 0.03430713076778602 0.089037360211194239 0.021406326133728726 0.028642063967367903 0.034648135800239288 0.062911124279253272 0.045223656276846214 0.017296010006020879 0.05155507373706314 0.016658087261021137 0.096286634118542769 0.021235073858406395 0.038465952899343847 0.020304559177020565 0.1253964194584114 0.043845577827141824 0.54611878171277772 0.10356686102431922 0.01999709992105636 0.074985776235507728
leaf_count=121 4 193 117 7 434 207 121 10 5 139 22 352 11 61 22 86 398 14 31 3 153 4 163 19 33 40 790 121 37 192
internal_value=0 -8.55219e-05 -5.52695e-05 -0.00237704 -4.83399e-06 2.46503e-05 5.88067e-05 -0.000375511 -0.00142342 0.000331955 -0.000648848 -0.00123692 -0.00170677 -0.00235838 0.000252066 6.06926e-05 -0.000326402 -0.000899462 0.00123693 -0.000168433 0.000212971 0.000662177 -0.00123126 0.000190166 0.000266716 -0.00153411 0.000427566 0.000679301 0.000384199 0.000507032
internal_weight=0 1.75788 1.74425 0.0370845 1.70716 1.69455 1.67797 0.647855 0.242663 1.03012 0.186098 0.151791 0.139086 0.117679 0.405192 0.38428 0.321369 0.235165 0.0862032 0.189942 0.172646 0.155988 0.059701 0.968084 0.947779 0.0777145 0.870065 0.744669 0.641102 0.621105
internal_count=3910 3789 3785 124 3661 3468 3261 1769 885 1492 451 429 424 413 884 874 788 735 53 337 323 320 167 1353 1334 161 1173 1140 1019 982
is_linear=0
shrinkage=0.00396435


Tree=691
num_leaves=31
num_cat=0
split_feature=1212 1456 151 453 9 2 1374 2 2 3 0 52 49 454 1374 1 15 1374 1375 15 48 1 0 13 13 0 4 3 15 15
split_gain=0.0117156 0.0119957 0.0141381 0.0128283 0.0127033 0.0148137 0.0283695 0.0243263 0.0234555 0.0199919 0.0225603 0.0195992 0.0202338 0.0178162 0.0189087 0.0179156 0.0336258 0.0299366 0.0260861 0.028654 0.0277821 0.0246541 0.0307718 0.0211257 0.0204911 0.0197553 0.0211022 0.0190483 0.0189687 0.0171199
threshold=0.099010000000000015 -1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 -0.016839999999999997 0.086545000000000025 -1.0000000180025095e-35 0.087005000000000013 0.087995000000000004 0.084925000000000014 -0.12329499999999999 0.28122000000000008 0.43054000000000009 0.085470000000000004 0.089520000000000016 0.093575000000000019 0.041585000000000004 -0.094679999999999986 -0.088184999999999986 -0.0039399999999999991 0.088875000000000023 0.11167500000000001 -0.13506999999999997 -0.5337599999999999 0.17936000000000002 -0.11524 -0.51381999999999983 0.12046500000000002 -0.11739999999999999 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -7 -9 -8 -11 13 -13 14 15 17 21 -10 -19 20 -20 -17 27 -21 25 -25 -27 29 -22 -23
right_child=-2 3 -4 -5 5 7 9 8 11 10 -12 12 -14 -15 -16 16 -18 18 19 23 28 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00079468433358643824 -0.0038139332291059571 0.0038247734989148882 -0.0038149385117791285 -0.0025604708956022001 -0.0038273965260339051 0.0027743117590731622 -0.00054366448993716822 -0.0038185710598072869 -0.0038437700987403621 0.0031782067566466124 -0.0011998533731244765 -0.0038061274546123411 0.0038189776870178535 0.0033794197250161802 -0.0030674836503504456 0.0029012245253225871 -0.0018776652758772938 0.003780035474798714 -0.0026285872288652444 -0.0032847551536264847 -0.0031423808988410144 -0.00099849763362113049 0.0029182701547801463 -0.0018440755360831047 -0.0012506262704112116 -0.0038197307405698024 0.0018754461078975321 -0.0021321922154408177 0.0012737632971757075 0.0038265567205714932
leaf_weight=0.015593477818129031 0.01192918064867865 0.01297169018846478 0.025390811974887018 0.027390608903715363 0.034150604478782043 0.05487582381329037 0.45286593316666302 0.020970808935345309 0.028588413586475792 0.047191266680783883 0.026791187971866748 0.029763927647991295 0.0060859229415655127 0.027522060478077037 0.024030146868426527 0.11885925049648449 0.047412420093223773 0.027394346839286765 0.098247597445833224 0.018976725619722856 0.0178790354116245 0.02301599107840957 0.053377424507061733 0.026228113739762193 0.055562523616117687 0.0098534443723110599 0.22854830974165607 0.056121092229204805 0.067202701495148176 0.019915099835998262
leaf_count=41 180 120 328 49 22 58 1154 162 17 30 31 164 3 21 38 220 54 10 361 10 49 27 191 18 39 17 322 67 92 15
internal_value=0 -2.459e-05 -0.00206109 2.56357e-05 6.89758e-05 3.89288e-05 -0.000461814 0.000303836 0.000169016 -0.000243655 0.00159278 0.000253948 -0.00251168 0.000358453 0.000268199 0.000357541 0.00108298 -4.21213e-05 0.000155523 -3.45087e-05 -0.00124822 0.0016004 0.000586065 0.000621531 0.000853043 0.00129474 0.00164006 -0.000670718 0.000345757 0.00123977
internal_weight=0 1.70278 0.0409843 1.66179 1.6344 1.62143 0.560999 1.06043 1.00556 0.526848 0.0739825 0.984585 0.0358499 0.948735 0.921213 0.897182 0.318701 0.578481 0.549893 0.522498 0.183329 0.271289 0.15243 0.339169 0.320192 0.26463 0.238402 0.0990522 0.0850817 0.0429311
internal_count=3910 3730 369 3361 3312 3192 1237 1955 1897 1215 61 1735 167 1568 1547 1509 574 935 918 908 502 520 300 406 396 357 339 109 141 42
is_linear=0
shrinkage=0.00381041


Tree=692
num_leaves=31
num_cat=0
split_feature=484 150 160 401 401 1212 41 129 149 457 457 4 11 47 128 48 474 150 160 133 43 133 15 52 52 12 0 130 0 2
split_gain=0.0118273 0.0243605 0.016087 0.01182 0.0123192 0.0170389 0.0120412 0.0142294 0.0138525 0.0140501 0.0226203 0.0149358 0.0236762 0.0228222 0.0196701 0.0195588 0.0179426 0.0154549 0.0197808 0.0398316 0.0197553 0.0212032 0.0215106 0.0202137 0.0272763 0.0220507 0.0226835 0.0207158 0.0233258 0.0182422
threshold=-0.0043499999999999988 0.094545000000000018 -0.089599999999999985 0.10072000000000002 0.10022000000000002 -1.0000000180025095e-35 0.082980000000000012 0.097310000000000021 0.092550000000000007 -0.14941999999999997 -0.068264999999999978 0.25367000000000006 0.08184000000000001 0.12339500000000002 0.086435000000000012 -0.098424999999999985 -1.0000000180025095e-35 -0.20684999999999998 -0.091109999999999983 -0.031394999999999992 -0.074254999999999988 0.090545000000000014 0.041585000000000004 -0.088779999999999984 -0.081429999999999989 0.089995000000000006 -0.076734999999999984 -0.081624999999999989 -0.087899999999999992 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 9 -7 -11 12 14 16 15 -12 -13 -17 19 -19 21 -20 -23 -22 -25 26 27 -26 -29 -27
right_child=3 -3 -4 -5 -6 6 -8 -9 -10 10 11 13 -14 -15 -16 17 -18 18 20 -21 23 22 -24 24 25 29 -28 28 -30 -31
leaf_value=0.0012079703008898565 -0.0038150500239778704 0.0027591203218718164 -0.0032113297382921685 -0.0034472746595623173 0.0038523809830626893 0.002907914914247104 -0.0016288737516429056 -0.0035034441704357073 -0.0031150757218896472 -0.0021589546248896906 -0.0035852508279994723 -0.0038387495812285633 -0.0035069615184898182 -0.0022579599345250736 -0.0038204238689819236 0.0033584855126305895 0.0022926715007177334 0.0022933785078332212 0.0015532660565930839 -0.0035808933120101303 -0.0016776909662424224 -0.0027003195427808433 0.0013935976789594409 0.0028886869085196485 0.0030082312877529722 -0.002992202917104881 0.0024739216144711706 1.9484599463304061e-05 -0.0038137995677118173 0.00032370792232173646
leaf_weight=0.014980958053513405 0.016543936574066609 0.016814197064832115 0.059295464668792985 0.014065807350647108 0.012347467257313727 0.027715578924471518 0.058063800267177501 0.01539604752107937 0.018299205901939675 0.058128487615249358 0.018850708115222381 0.0073281549848616115 0.025525953361352438 0.021622567954182159 0.017379648391852132 0.023921030973723556 0.12740112504673096 0.025149424156438727 0.29898588551225036 0.050238526980307063 0.089808539069734405 0.038472078921870434 0.036138988398533911 0.052338592809063056 0.030431861829583129 0.057901788368042162 0.063987974799611935 0.29210676088086818 0.025022666399536986 0.04124983949691341
leaf_count=83 159 24 505 189 3 39 134 113 44 128 25 1 109 19 116 10 355 43 421 296 175 87 78 29 23 238 59 147 206 52
internal_value=0 -0.00138245 -0.00231999 2.99769e-05 6.15247e-05 3.10909e-05 7.29126e-05 0.000140435 0.000179179 0.000221343 0.000168233 0.000268895 0.000123134 0.00137597 0.000202878 0.000263968 0.00195917 0.000328423 0.000262639 -0.00162124 0.000401002 0.0010998 -0.000717369 1.11097e-06 0.000268891 4.04271e-07 0.000389036 5.19686e-06 -0.000282975 -0.00161269
internal_weight=0 0.0910906 0.0742764 1.56442 1.55036 1.53801 1.52147 1.4634 1.44801 1.42971 1.40199 1.34386 1.18751 0.156352 1.16198 1.1446 0.134729 1.12575 1.10183 0.075388 1.02644 0.373597 0.0746111 0.652848 0.563039 0.510701 0.411549 0.347561 0.317129 0.0991516
internal_count=3910 612 588 3298 3109 3106 2947 2813 2700 2656 2617 2489 2114 375 2005 1889 356 1864 1854 339 1515 586 165 929 754 725 435 376 353 290
is_linear=0
shrinkage=0.00381041


Tree=693
num_leaves=31
num_cat=0
split_feature=484 150 15 15 3 156 403 151 484 1213 1374 14 454 48 52 48 1 1374 0 16 158 123 1 49 0 0 151 15 15 474
split_gain=0.0570196 0.065323 0.0399902 0.0486294 0.0391003 0.0407488 0.0387715 0.0511931 0.0415348 0.0408951 0.0410334 0.0413814 0.0388814 0.0384549 0.0535336 0.0510524 0.0714723 0.0391464 0.0882167 0.0661389 0.0417675 0.0477043 0.0645244 0.0408015 0.0649665 0.076257 0.0499161 0.0401002 0.0469715 0.0350143
threshold=-0.0043499999999999988 0.094545000000000018 -0.24219999999999997 -0.19153499999999998 0.31335500000000011 0.10691500000000002 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 0.086000000000000007 0.077685000000000018 -1.0000000180025095e-35 0.092755000000000018 -0.42985499999999993 0.12675000000000003 0.12019000000000001 -0.094679999999999986 -0.23029999999999998 -0.09601999999999998 0.085745000000000002 0.10103000000000001 0.10752500000000002 -0.086904999999999996 -0.10071499999999999 -0.089879999999999974 0.079335000000000017 -0.088734999999999994 -0.0039399999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 -4 5 6 7 -5 -9 -8 11 12 -11 14 -14 -15 -17 19 -19 -16 21 22 23 26 -25 -26 -20 -27 -29 -2
right_child=2 -3 3 4 -6 -7 9 8 -10 10 -12 -13 13 15 17 16 -18 18 20 -21 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.00089315249130335307 -0.0012633409015809993 0.00083556095448607075 -0.00094015461151169871 0.00070229777976855143 0.0012453006323594209 -0.0012465595446943384 -0.0012442961992612913 -0.0012261974984944706 0.0002618484490678786 -0.00079227954121279301 -0.00085810095854545339 -0.00082752810617471074 -0.0012470345538380914 0.00077118942419179902 0.00050764436588295763 -0.0011379126796957888 0.00062334142493794954 0.0010513917041184396 -0.0011315576133688774 -0.0011115861588710343 -0.00084865538461356249 -0.0010973900395917092 0.00066714180005093902 0.00050716577002223235 -0.0011837588397846691 0.00093688190829521029 0.00011817904757707122 -0.00090978987870270775 5.755112765362021e-05 0.000682518687063042
leaf_weight=0.21352985781027234 0.015502155758440495 0.04015152622559981 0.090594128046064593 0.040366444627579767 0.037525389971051371 0.042106505907895442 0.03907534553809755 0.1199768791291288 0.03824795053787966 0.076089294925627438 0.077299887393564748 0.079055837099531234 0.048437236286649088 0.27415116876181844 0.062280009020469151 0.062941986689111218 0.082080565262003802 0.14624344303229464 0.098880648292839601 0.10435211896402163 0.076765975360331251 0.051172573688745504 0.28206410965231032 0.41618701082007137 0.088107246909661985 0.069421292463634376 0.098778037492593285 0.087176583406748609 0.70736587042388543 0.18406483138096552
leaf_count=588 1 24 92 22 61 147 231 742 52 47 63 65 144 117 6 18 37 43 32 47 104 22 100 104 95 34 35 153 394 290
internal_value=0 -0.00061954 -9.58853e-06 -4.1371e-05 -1.67427e-05 -3.12316e-05 -1.53714e-05 -0.000547612 -0.00086649 1.95364e-05 3.60594e-05 5.97988e-05 8.45643e-05 0.000108769 4.65713e-05 0.000455573 -0.00014107 7.39476e-05 0.000119515 -0.000506387 5.05445e-05 8.68912e-05 0.000119685 2.10735e-05 9.7361e-05 -8.17805e-05 -0.000507014 3.05995e-05 -4.85848e-05 0.000531366
internal_weight=0 0.253681 3.59631 3.39674 3.30615 3.26862 3.22652 0.198591 0.158225 3.02793 2.98885 2.91155 2.8325 2.75641 2.33723 0.419174 0.145023 2.28879 2.12216 0.166632 1.97592 1.89915 1.84798 1.56592 1.36826 0.952071 0.197659 0.863964 0.794542 0.199567
internal_count=3910 612 3298 3007 2915 2854 2707 816 794 1891 1660 1597 1532 1485 1313 172 55 1169 1116 53 1073 969 947 847 780 676 67 581 547 291
is_linear=0
shrinkage=0.00124344


Tree=694
num_leaves=31
num_cat=0
split_feature=138 1374 11 1 1 0 3 2 3 1375 0 457 0 0 42 130 48 133 2 0 43 43 2 4 1 3 15 151 2 1
split_gain=0.0117893 0.0149462 0.0124079 0.0154813 0.0136829 0.0221015 0.0267728 0.0171795 0.0416356 0.0308256 0.0234827 0.021053 0.0186022 0.0165336 0.0191581 0.0224135 0.0211355 0.0221603 0.0265419 0.0245589 0.0157964 0.0197788 0.0157651 0.0164887 0.0225729 0.0218347 0.0206387 0.023953 0.0383033 0.0194218
threshold=1.0000000180025095e-35 0.09309000000000002 0.088315000000000018 0.11931500000000002 0.076710000000000014 -0.084074999999999997 -0.083604999999999985 0.086650000000000019 0.076695000000000013 -1.0000000180025095e-35 -0.13027499999999997 0.68051500000000009 -0.017269999999999997 -0.083424999999999985 -1.0000000180025095e-35 0.092690000000000008 0.086065000000000016 1.0000000180025095e-35 0.10679500000000001 0.13167000000000004 -0.083899999999999988 0.013605000000000001 0.089785000000000018 -0.0040999999999999986 0.089825000000000002 0.24227500000000002 -0.07142999999999998 -0.0088999999999999982 0.11230000000000001 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 9 -9 -6 -11 22 -12 -7 15 -15 17 20 -19 -20 -16 -22 -10 25 -25 -24 27 -26 -29 -30
right_child=-2 -3 3 -5 7 13 -8 8 11 10 12 -13 -14 14 16 -17 -18 18 19 -21 21 -23 23 24 26 -27 -28 28 29 -31
leaf_value=-0.0040500428215794991 0.0040474769311929538 -0.0033578992154983693 -0.0026286587616763187 0.002982305985183295 -0.0040315492220305022 0.0025941627508632753 -0.0006941731085942308 0.0026899950997993981 -0.0031941866314558398 0.0022397736872182125 -0.00066900139772789143 0.0041226873039178092 0.003158144794601594 -0.0040498352744667678 0.0025472089067701091 0.00086983504280289264 0.0026795378154308084 -0.0033901843749842312 -0.0040521013389413245 0.0039542779978033243 -0.0031032500020278407 0.0012075085938897416 -0.0023167976098577158 0.0036551365709031778 -0.0028770034070963149 0.0023859472873384436 0.0026568580090037168 0.0039009839483742435 -0.003608291859016404 0.00070867245126791619
leaf_weight=0.049931634131638369 0.011400327555748047 0.022416328424242127 0.053726641266280128 0.0094554071911261417 0.032735627521105926 0.04087281237264051 0.17548285113605289 0.14340741676687685 0.02508700373823558 0.066578916721937276 0.29625835185049709 0.020374424129840918 0.022331666511490766 0.038727512204616232 0.052840212316368707 0.024863057611582917 0.051176631862063005 0.057325608811311213 0.0092427335296179081 0.019440578231751715 0.027083136443820988 0.048694417514411725 0.0740103858039447 0.035987933011710993 0.048309443246580486 0.020646598231905955 0.042770610770276107 0.036648388244429952 0.030731148697668687 0.038249570864877569
leaf_count=456 31 58 113 22 22 53 538 335 33 87 782 3 102 241 17 180 57 230 89 13 64 43 87 11 43 41 55 15 8 81
internal_value=0 -7.90489e-05 -3.29094e-05 -0.00178896 3.96166e-05 -0.000439277 -0.00143753 0.000345001 0.000838395 -0.000264472 5.56927e-05 0.000126158 -0.000400736 0.000168451 -0.000132543 -0.00212631 0.000344445 -0.000212346 -0.00180125 0.00137435 0.00085018 -0.00033317 -0.00010488 0.000131871 0.000710684 -0.00129103 0.000171996 -0.000518403 0.000560302 -0.00121455
internal_weight=0 1.61541 1.59299 0.063182 1.52981 0.595681 0.225414 0.934127 0.516223 0.417905 0.385169 0.372816 0.31859 0.370267 0.329394 0.0635906 0.265803 0.214627 0.0860089 0.0286833 0.128618 0.0757776 0.352441 0.327354 0.232697 0.094657 0.196709 0.153939 0.105629 0.0689807
internal_count=3910 3879 3821 135 3686 1981 994 1705 712 993 971 377 884 987 934 421 513 456 332 102 124 107 374 341 213 128 202 147 104 89
is_linear=0
shrinkage=0.00404364


Tree=695
num_leaves=31
num_cat=0
split_feature=1 150 1373 0 4 4 16 2 2 0 48 0 160 52 2 151 49 2 48 51 14 157 16 15 4 43 3 15 133 16
split_gain=0.0506386 0.0613746 0.0621739 0.0602183 0.0735581 0.0586235 0.049648 0.0797888 0.0604407 0.0473587 0.0460642 0.0447341 0.0442827 0.0445457 0.0428798 0.0415017 0.043136 0.0422087 0.0435944 0.0459512 0.0483009 0.0566333 0.0511723 0.0438201 0.0521307 0.0425707 0.0401611 0.0440956 0.0476874 0.0482079
threshold=0.085835000000000009 0.075065000000000007 0.10700000000000003 -0.084074999999999997 -0.00027999999999999998 -0.15796999999999997 -0.09601999999999998 0.089910000000000004 -1.0000000180025095e-35 -0.083934999999999996 0.088875000000000023 -0.23129999999999998 -0.40446999999999994 -0.42985499999999993 0.10393500000000001 -0.40391999999999995 0.10960000000000002 0.14808000000000002 0.087035000000000015 0.13669500000000004 0.083835000000000007 -0.07637999999999999 -0.14879499999999998 0.090505000000000016 -0.030814999999999995 -0.0073699999999999989 -0.083604999999999985 0.091195000000000012 0.093845000000000026 -0.50909499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 6 4 5 -1 -3 8 -8 -5 -11 -9 -2 -14 26 -15 17 18 19 20 21 -17 -23 24 -24 -20 -6 28 29 -28
right_child=1 2 -4 9 14 -7 7 11 -10 10 -12 -13 13 15 -16 16 -18 -19 25 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011755714860183775 -0.0012483127004957221 0.0010718496226576467 -0.0011393275135596482 0.0012022237494605007 -0.00090177992541212422 -0.0010019293032136551 0.0012453093488245428 -0.00012740254657606347 -0.0010764923258609687 -0.00015544094266236645 0.00058439207833967197 0.00088758636845661461 -0.0012455533628819683 -0.0010081891570377175 -0.0011509414471112802 0.00097913435434370932 0.00072988687404712863 0.00124636361788578 0.00050446452994964736 -0.0011863143896438488 -0.0012522149510782556 0.00049899825384004822 0.00050172606240289229 -0.0012466884741617948 -0.00029602897958168654 -0.00071419636508405365 -0.001251142061578419 0.0010976665227418936 -0.001253258197991085 0.0003611446122794004
leaf_weight=0.020320539344538369 0.045037270393550322 0.17482555278547807 0.037424730071506929 0.049610228023084235 0.064106326682576764 0.3226113699272446 0.021521419357668492 0.094173077959567308 0.089122987803420872 0.85095720961407983 0.15360977954787813 0.23386522883083671 0.043176174500786035 0.057015343809326047 0.055684465453396115 0.12124806402061938 0.14026144660965645 0.041297822356682334 0.055388125381796272 0.042609415766491909 0.037705451485635311 0.29739289570716132 0.1897628761980733 0.049822804533505405 0.38080359270134168 0.22178149431420013 0.032680716685717925 0.064616249488608446 0.042607472322742979 0.2338674202683253
leaf_count=7 77 124 15 10 66 763 49 6 48 961 90 110 162 29 58 85 77 75 42 23 21 166 154 194 188 65 18 11 24 192
internal_value=0 9.1321e-05 0.000416611 -0.000181421 -0.00043054 -0.000872901 0.000511525 0.000288223 -0.000624879 1.62566e-05 -4.2312e-05 0.000596204 -3.1549e-05 1.10362e-06 -0.000123183 3.40229e-05 7.16777e-05 7.46806e-06 -2.91686e-05 8.01538e-05 0.000130271 0.000180441 7.49253e-05 -0.00012836 -3.07062e-05 -0.000470666 7.51549e-06 0.00016347 -3.17847e-05 0.000163467
internal_weight=0 2.37424 0.650933 1.89067 0.836495 0.342932 0.613508 0.438683 0.110644 1.05418 1.00457 0.328038 1.7233 1.67827 0.493563 1.63509 1.57807 1.43781 1.39651 1.11935 1.07674 1.03903 0.917782 0.620389 0.570566 0.27717 0.437878 0.373772 0.309156 0.266548
internal_count=3910 1710 352 2200 1139 770 337 213 97 1061 1051 116 1358 1281 369 1119 1090 1013 938 831 808 787 702 536 342 107 311 245 234 210
is_linear=0
shrinkage=0.00124344


Tree=696
num_leaves=31
num_cat=0
split_feature=14 3 38 39 42 376 147 150 12 1 3 0 157 0 47 157 0 51 1 1 0 151 51 49 2 4 42 41 1 0
split_gain=0.0117474 0.0128999 0.0253229 0.0145414 0.0203799 0.0159056 0.0145084 0.0128538 0.0122788 0.0185186 0.0140876 0.0196477 0.027982 0.0289193 0.0242929 0.0238747 0.0245266 0.0188904 0.0166842 0.0154731 0.0149588 0.0249509 0.0239561 0.0256547 0.0174443 0.0229797 0.0221206 0.0142555 0.0185474 0.0352387
threshold=0.077685000000000018 0.30601500000000009 0.13790500000000003 0.15608500000000003 -0.26552999999999999 0.048375000000000008 -1.0000000180025095e-35 0.082590000000000011 0.11655500000000001 0.12958500000000003 -0.100615 -0.10071499999999999 -0.066289999999999988 -0.10209999999999998 0.085165000000000018 -1.0000000180025095e-35 -0.092299999999999979 0.12190000000000002 0.10593500000000002 0.11198000000000001 -0.230625 -0.0095999999999999992 0.089355000000000004 -0.088329999999999978 0.086545000000000025 0.26048500000000002 0.083725000000000008 0.078535000000000008 0.076710000000000014 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -2 10 -10 27 12 -12 14 17 -13 -17 19 -16 20 21 -14 23 -22 -25 -26 -27 28 29 -8
right_child=7 2 -4 -5 5 -7 8 -9 9 -11 11 15 13 -15 18 16 -18 -19 -20 -21 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0031357797819948825 -0.0027485253430139379 0.0031280105387684804 -0.0031317371580760244 0.0026940021920145588 -0.0031324499353080223 0.0015942537783977795 -0.0027472027284940062 0.0020766111721911506 -0.0025285798306665234 0.0018719304977888452 0.0024786194721743032 -0.0028558883021408596 -0.00059451111392413048 0.0024249858809578767 -0.0031392087722478595 -0.0030493506624783688 -0.00021609823141945705 -0.0023941341396069931 -0.00046921258836329211 0.0023174633916540439 -0.0030245960448792215 0.0028980581715407176 -0.0029428846969007444 -0.00096812206827003933 0.0020442023592052183 -0.0031384721157764082 0.0022064317961626124 -0.00075689132120022689 0.0021780277025260628 0.0011268372380254976
leaf_weight=0.020962838633749592 0.028292685963038022 0.029883820898135016 0.0080062471097335219 0.01875900549293863 0.015215515654971923 0.056526361339592879 0.029296968734513484 0.0066653575950113 0.041336528600197542 0.012073424612026429 0.049986826768417814 0.04197155632340277 0.037213786096799595 0.044714286817906235 0.040591150182763158 0.031925062685458805 0.46026311885359295 0.026330465336286579 0.052373199148860294 0.035160987634753837 0.022575249338842696 0.04317397729937511 0.028973692255476635 0.052849023737053358 0.085055699702024867 0.019527290065980196 0.012351327262877021 0.057376639955236897 0.081047069144347006 0.10576485575233996
leaf_count=21 112 156 6 34 30 177 96 14 131 12 35 442 32 21 37 208 1696 14 42 37 29 29 19 23 55 34 26 82 206 54
internal_value=0 3.68277e-06 0.00180531 -4.11276e-05 -7.52277e-05 -3.19852e-05 -9.63971e-05 -0.00182853 -6.36795e-05 -0.00153384 -5.88063e-06 -0.000165689 0.000248513 2.5957e-05 -0.000209195 -0.000592854 -0.000399873 0.000155745 -0.00163502 0.000355042 0.000126351 0.00128125 -0.000293107 0.000106012 0.000522273 0.00119586 -0.0010676 0.00062815 0.000995877 0.000286499
internal_weight=0 1.56129 0.0378901 1.5234 1.50464 1.48367 1.42715 0.034958 1.41193 0.05341 1.35852 1.08504 0.550877 0.50089 0.456176 0.53416 0.492188 0.363211 0.0929643 0.336881 0.30172 0.0803878 0.221332 0.192359 0.169783 0.116934 0.0318786 0.273486 0.216109 0.135062
internal_count=3910 3784 162 3622 3588 3567 3390 126 3360 143 3217 2779 433 398 377 2346 1904 298 79 284 247 61 186 167 138 115 60 438 356 150
is_linear=0
shrinkage=0.00312586


Tree=697
num_leaves=31
num_cat=0
split_feature=1456 401 52 403 133 133 160 1 484 3 2 15 133 131 42 151 43 15 1 122 0 4 13 47 52 15 12 1375 1 474
split_gain=0.0415438 0.0394406 0.0383763 0.0482016 0.040534 0.0402702 0.0417691 0.0394202 0.0468748 0.041038 0.0496251 0.0541752 0.0538406 0.0518749 0.0393428 0.0385444 0.0401539 0.0451428 0.0561069 0.0478542 0.0379092 0.037141 0.0370193 0.0412094 0.0372626 0.0404907 0.0358053 0.0355262 0.038443 0.0347794
threshold=-1.0000000180025095e-35 0.10072000000000002 -0.42985499999999993 -0.16616499999999998 0.10421000000000001 -0.26719999999999994 -0.40446999999999994 0.094385000000000011 -1.0000000180025095e-35 -0.11266 0.10393500000000001 0.088190000000000004 -0.090054999999999982 0.021890000000000003 0.092145000000000019 -0.40391999999999995 -0.4045149999999999 0.035895000000000003 0.11026000000000001 0.10299000000000001 -0.10303999999999998 -0.00027999999999999998 0.24071000000000004 0.13206500000000002 0.12539500000000003 -0.055679999999999993 0.086865000000000012 1.0000000180025095e-35 0.092730000000000021 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 -7 8 -8 -10 11 12 -11 14 27 -9 -17 19 -19 21 -20 29 23 24 25 -23 -13 28 -14 -18
right_child=1 -3 3 5 -6 6 7 15 9 10 -12 26 13 -15 -16 16 17 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00093056373257049811 -0.0011822527784492844 -0.0012880980670886262 -0.0012165605757734311 -0.000893333445140466 0.0012251347014025893 -0.00093777071960688568 -0.001403922050727067 -0.0010220579039751368 0.00046290023476292338 -0.0014035176768646706 -0.00091128539327497407 -0.00099628959782441912 0.00017199435610925577 -0.001404718484232006 -0.0014098783148217429 -0.001038422771440616 0.0012801254171957272 -0.001102316431800753 0.001376062062776502 -0.0011810962829871847 -0.00029433310277844345 0.00036880749303870022 0.0014238663470288301 -0.00077399143103840259 -0.00042051845376653529 0.0013750950737724435 0.00074079161164569501 -0.0010955031793677891 -0.0011965143303730576 -0.00024866483511899024
leaf_weight=0.10152242022059033 0.092337945362715668 0.047597568271839807 0.060550295440636392 0.087473687213562079 0.016106832301602481 0.078748024080826151 0.047555681559290686 0.042413383140228578 0.31714842547808264 0.062804218066050743 0.13196737554881122 0.025858895009150618 0.91431188151112708 0.054310995033574616 0.037472826217708533 0.040252795646665507 0.19644687183517795 0.083080818167672987 0.04686602509173099 0.031798055686522275 0.061736254734569229 0.38670024739622 0.063572474444299587 0.062771689088549465 0.087388004205422476 0.098350856449542556 0.23224026237858197 0.050312157360167475 0.042104532491066493 0.034270075782842468
leaf_count=369 278 193 307 220 25 208 277 29 107 102 95 27 502 104 20 16 157 57 16 8 45 336 28 28 43 73 160 43 14 23
internal_value=0 -2.20147e-05 -4.7324e-06 2.15871e-05 -0.000824694 4.41824e-05 6.9568e-05 9.4737e-05 -3.10255e-05 3.91585e-06 -8.99141e-05 -1.35487e-05 -0.000142519 -7.04253e-05 -1.02609e-06 0.000289754 0.000336382 0.000384379 -0.000236128 0.000508108 0.000426506 0.000565896 0.000405055 0.000303091 0.0004212 0.000572846 0.000566754 5.14147e-05 0.000111748 0.00105304
internal_weight=0 3.53455 3.48695 3.37851 0.108445 3.31796 3.23048 3.15173 1.91609 1.86853 1.55138 1.41942 1.16132 1.09851 1.0442 1.23565 1.19323 1.15298 0.191683 0.961298 0.108602 0.9295 0.698783 0.635211 0.572439 0.485051 0.258099 1.00673 0.956416 0.230717
internal_count=3910 3541 3348 3045 303 2738 2518 2310 1451 1174 1067 972 785 683 579 859 830 814 118 696 61 688 508 480 452 409 187 559 516 180
is_linear=0
shrinkage=0.00140032


Tree=698
num_leaves=31
num_cat=0
split_feature=156 15 15 51 474 480 3 1365 14 2 0 33 9 2 158 151 156 122 146 149 403 0 1374 52 151 129 3 1374 1 42
split_gain=0.0112202 0.0118816 0.016895 0.015797 0.0183641 0.0151533 0.0139733 0.0138996 0.0138873 0.0151957 0.0138825 0.0134058 0.0211491 0.0151302 0.0143864 0.0169209 0.0162891 0.0147514 0.0142194 0.0145014 0.0152024 0.0185493 0.015421 0.0177407 0.0228315 0.0164648 0.0150786 0.0150018 0.0154078 0.0237696
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 0.11024000000000002 -1.0000000180025095e-35 0.08456000000000001 0.31335500000000011 0.087320000000000009 0.077685000000000018 -0.13811499999999996 -0.22851499999999997 -0.007134999999999999 0.091370000000000021 -0.048654999999999997 0.085745000000000002 0.087190000000000017 0.10477500000000002 0.10299000000000001 0.089495000000000005 0.092550000000000007 -1.0000000180025095e-35 -0.13027499999999997 -0.094679999999999986 -0.07125999999999999 0.056555000000000001 -1.0000000180025095e-35 0.14320000000000002 0.084750000000000006 0.10871500000000002 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 9 -4 -10 -11 13 -13 16 -16 17 18 19 20 21 -15 23 -22 -25 -24 -23 28 29 -27
right_child=1 2 5 -5 -6 -7 -8 -9 10 11 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 26 25 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0033850543908027298 -0.0034025960623211469 -0.0024109017512464782 0.0029403753888681836 -0.0010844298510120547 0.0028042145681157755 -0.0033859263855013678 0.0033857350207998197 -0.0033899722909139312 0.0029829571787662055 -0.0030806204028753651 -0.0033013473358242881 -0.0032256494840425657 0.003448653843183172 0.0017749504049645426 -0.0023967944598656298 0.0032930379547522026 -0.003388322574172663 -0.0033957311902256741 -0.0033927494972178954 -0.0033051078138919094 -0.0023943562251564619 -0.0027346018013191071 -0.0033869984112238848 0.0028600871064348747 -0.0015546011835329777 0.00064145495021854368 0.0033935218983020079 -0.0020257911748477321 0.0014837813772622687 -0.0010660986370158005
leaf_weight=0.011383464766453355 0.0060810370923718429 0.034876110912605784 0.020630879020017701 0.024034641490743525 0.053200429544517536 0.01521760000366601 0.013888274193504802 0.013913176606365485 0.0048027870852820334 0.015833515264148335 0.02482901821406347 0.016462978084745283 0.020650260223192052 0.017959546035854146 0.047023087665820529 0.0068560829713533158 0.01502354339197598 0.013238622472272144 0.012512569593127298 0.013116204477682802 0.047482083402428543 0.050695623443061 0.012333859255704183 0.024454857181808287 0.029698797672608634 0.67200933045029643 0.005055082030594348 0.0252955941896289 0.18780676826986564 0.10838025922117822
leaf_count=197 3 99 45 22 283 208 66 34 10 30 93 24 6 21 272 8 161 9 10 21 9 713 47 33 16 969 2 63 196 240
internal_value=0 -1.3588e-05 -8.40363e-05 0.00122942 0.00216753 -2.74911e-05 8.50118e-06 -2.48571e-05 8.77386e-06 5.861e-05 -0.00228277 1.43043e-05 5.12586e-05 -2.48492e-06 3.86829e-05 -0.00167277 0.000113344 0.000156464 0.000195431 0.000233025 0.000272314 -0.00121558 0.000371344 -0.000884687 0.000438996 0.000498263 -0.00217895 0.000546497 0.000613702 0.00040431
internal_weight=0 1.55336 1.47005 0.0833161 0.0592815 1.43517 1.41995 1.40606 1.39215 1.36252 0.0296318 1.34189 1.32606 1.3054 1.28894 0.0538792 1.23506 1.22004 1.2068 1.19429 1.18117 0.0737103 1.10746 0.101636 0.0541537 1.00583 0.0557507 0.993492 0.968196 0.78039
internal_count=3910 3713 3405 308 286 3306 3098 3032 2998 2895 103 2850 2820 2814 2790 280 2510 2349 2340 2330 2309 736 1573 58 49 1515 715 1468 1405 1209
is_linear=0
shrinkage=0.00338353


Tree=699
num_leaves=31
num_cat=0
split_feature=1 0 3 52 0 2 3 11 0 4 2 133 474 1186 15 15 150 159 39 1212 12 15 3 0 33 2 448 481 43 147
split_gain=0.0462728 0.0677556 0.0485915 0.044315 0.0439883 0.0386398 0.0605666 0.0889836 0.0556247 0.0480154 0.0424439 0.038349 0.0460384 0.0439432 0.0395881 0.039007 0.0544097 0.0494979 0.0362626 0.0393322 0.0513278 0.0512418 0.0380023 0.0355385 0.0493268 0.0352471 0.0345102 0.0368827 0.0335843 0.0325121
threshold=0.077800000000000022 -0.084074999999999997 -0.083604999999999985 -0.42985499999999993 -0.083934999999999996 1.0000000180025095e-35 0.076695000000000013 0.08184000000000001 -1.0000000180025095e-35 0.28937500000000005 0.083945000000000006 0.084285000000000013 0.084795000000000023 0.088565000000000019 0.091195000000000012 -0.089594999999999994 0.085200000000000012 0.09678500000000001 0.16168500000000002 -0.50114499999999984 0.097345000000000015 -0.087044999999999997 -0.074234999999999982 -0.10209999999999998 -0.007134999999999999 0.086650000000000019 -0.083114999999999981 -0.029924999999999997 -0.075819999999999985 0.074865000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 8 7 26 18 -9 -8 12 13 -4 15 16 17 -13 19 -5 21 23 28 -21 -25 -12 -7 -28 -22 -23
right_child=3 4 11 5 -6 6 10 9 -10 -11 25 14 -14 -15 -16 -17 -18 -19 -20 20 22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010638932874527532 -0.0010164486465798282 0.0010636972127029869 -0.0011328633277923111 0.0010045636949182852 -5.7364079875128858e-05 -0.00047558452885535928 0.00083693209158168123 -0.0011295786707989275 0.0010305422853835863 0.00035159506931276582 -0.00075095097435004066 -0.0011319405310970397 0.00073680870880434143 0.00075411258233262519 0.0010328481817176028 -0.0008214207742612634 0.0010965965640346567 0.0010929014120147891 0.00097795062473024605 -0.00068644441693764937 9.4722920582233333e-07 -0.0010590169689023866 -0.00079661692313228892 -0.00095353391720358219 0.00060177941544443145 4.0139777277517398e-05 -0.00024992722633697184 0.0010779316793811768 0.00099327585742316378 0.00056138929353573221
leaf_weight=0.14449542148554451 0.046885602132988757 0.047056464062734449 0.13801717320166063 0.030866529697960332 0.7847391064481144 0.023212941625388339 0.077179968200653093 0.050473384254473785 0.051033428395839908 0.061687585097388364 0.079164992213918595 0.043849073346336809 0.024679616515641101 0.01765589416390867 0.039180964588013012 0.078014028036932359 0.049521086504682899 0.017845267465418146 0.03250313580429065 0.095170065712409269 0.12222769341087769 0.19185886953164244 0.045264340073117637 0.034592524823892745 0.1025047343482588 0.73174503626478327 0.029379606273323589 0.2737314175465142 0.066956054649381258 0.017105605300457682
leaf_count=479 175 10 310 10 991 8 17 53 101 35 36 86 12 16 7 103 4 7 8 40 43 425 66 18 116 372 28 275 41 18
internal_value=0 -0.000197095 -0.000502522 6.65384e-05 6.05677e-06 9.05274e-05 0.00020796 0.000550433 -0.000106645 -0.000314946 3.88671e-05 -0.000304081 -0.000692287 -0.000918849 2.44679e-06 -0.000210903 0.000217355 -0.000488399 -0.000185171 -0.000238678 -0.000295472 -0.000521739 0.000130363 -0.000157701 0.000209341 -3.70904e-05 0.000847873 0.000949226 0.000352153 -0.000926372
internal_weight=0 1.38505 0.553259 2.16354 0.831796 2.11666 1.32657 0.438485 0.790083 0.112161 0.88809 0.408763 0.180353 0.155673 0.22841 0.189229 0.111215 0.0616943 0.73905 0.706546 0.67568 0.441232 0.234448 0.232267 0.137097 0.81091 0.326324 0.303111 0.189184 0.208964
internal_count=3910 2025 1024 1885 1001 1710 824 399 886 88 425 545 338 326 207 200 97 93 785 777 767 617 150 174 134 408 311 303 84 443
is_linear=0
shrinkage=0.00112622


Tree=700
num_leaves=31
num_cat=0
split_feature=52 52 151 133 4 11 1456 403 52 13 403 475 47 147 2 1 2 159 131 50 52 4 0 43 4 12 16 133 15 4
split_gain=0.0448051 0.0402513 0.0521029 0.0469512 0.047489 0.0634555 0.0449237 0.0418696 0.0425881 0.0526651 0.0495658 0.042197 0.0401587 0.039548 0.0385413 0.0375295 0.0482218 0.0362064 0.0464097 0.0601465 0.0389881 0.0429431 0.0494856 0.042516 0.0469692 0.0411551 0.0392807 0.0334258 0.0453644 0.0296217
threshold=0.18936500000000003 0.14114500000000005 -0.27336999999999995 -0.26719999999999994 0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.11401500000000002 -0.094679999999999986 0.10150000000000002 -0.086424999999999988 0.096475000000000019 1.0000000180025095e-35 0.091250000000000012 0.08844500000000001 0.086545000000000025 0.10856 0.097135000000000013 0.086465000000000014 -0.24456499999999998 -0.012149999999999999 -0.10071499999999999 -0.089604999999999976 0.0021050000000000005 -1.0000000180025095e-35 -0.057604999999999996 -0.031394999999999992 -0.09547499999999999 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 12 11 9 15 17 -5 -6 27 -13 16 -9 18 19 20 -11 25 26 24 -24 -22 -23 -2 29 -29
right_child=13 -3 3 4 6 -7 -8 8 -10 10 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013054813055574665 0.00066063999750170491 0.00080605907244785655 -0.0011267670958688698 0.0014613767067694935 0.0010970494158461818 -0.0014426997799374826 -0.001387491780345028 -0.0010954815345479078 -0.001265070948548461 -0.00063776891075881378 -0.0013940270378283597 -0.0015178635256034854 -7.9766799711155893e-05 0.0013625768741242878 5.3063454839427098e-05 0.0011451437298456305 0.00054743179214068109 -0.001219987155865997 0.0010549028292385692 -0.0013591602802960105 0.0013100095403924528 -0.00010796876260940375 -0.0014622869865557554 -0.001275427861988816 0.0010358886095224074 0.00024653793573017495 0.00080840728555241757 0.0013923459491929863 -0.0015214108765526113 -0.0007929107592052956
leaf_weight=0.075031981612484144 0.029350199510190578 0.12908038501382169 0.086711746855373195 0.018085046001942828 0.20340951071193547 0.07436324060336108 0.0253903599223122 0.052454343752290966 0.057025926353162393 0.17498332473474199 0.060289524026302277 0.10511065937214725 0.09906995615165215 0.020067850244231522 0.054478766570127846 0.15547663167308201 0.1887222924588059 0.054145588550227219 0.097584741495665983 0.073715814504794142 0.09727649266460503 0.47339570600524894 0.026786501773133686 0.1319844845784095 0.048778059237974958 0.59481814983064618 0.13903320850659151 0.022991267209363286 0.14724302795843858 0.037490699809495709
leaf_count=85 48 51 212 6 361 132 8 42 34 206 170 664 43 6 160 92 48 137 46 189 82 83 53 210 23 282 42 5 345 45
internal_value=0 -2.36303e-05 -5.74348e-05 -2.71598e-05 4.55578e-06 -6.20952e-05 0.000549056 -2.2671e-05 2.93369e-05 6.04897e-05 -4.08386e-05 -0.000732934 0.000711611 -0.000680548 -0.000981599 0.000564455 0.000190109 1.81921e-06 3.74181e-05 -1.89725e-05 3.95869e-05 0.000117973 -0.000116703 -0.00075634 0.000150323 0.000396013 0.000100066 -0.000853494 -0.00106743 3.77802e-05
internal_weight=0 3.2972 3.16812 3.09309 3.00638 2.67851 0.32787 2.60415 2.42647 2.36944 1.97279 0.177674 0.302479 0.257143 0.159589 0.396653 0.241177 1.9125 1.85836 1.76077 1.68706 1.51207 0.819978 0.207549 0.0755646 0.692095 0.612429 0.237075 0.207725 0.060482
internal_count=3910 3461 3410 3325 3113 2701 412 2569 1739 1705 1523 830 404 449 824 182 90 1353 1216 1170 981 775 411 286 76 364 125 443 395 50
is_linear=0
shrinkage=0.00151575


Tree=701
num_leaves=31
num_cat=0
split_feature=484 2 50 16 453 1 0 3 2 1429 156 474 133 133 15 131 12 4 49 151 11 33 48 49 40 15 16 49 52 0
split_gain=0.0110223 0.0213096 0.0161681 0.012065 0.0115013 0.0120136 0.020163 0.0266067 0.018334 0.0175171 0.0175522 0.0192909 0.0191807 0.0198952 0.0208905 0.0223013 0.0279352 0.0196099 0.0349271 0.0237583 0.020319 0.0163504 0.0166448 0.0176542 0.0162012 0.024089 0.0221383 0.0236464 0.0202281 0.015916
threshold=-0.0043499999999999988 0.097940000000000013 0.11843500000000001 0.032820000000000009 0.096095000000000014 0.076710000000000014 -0.084074999999999997 -0.083604999999999985 0.14808000000000002 0.084515000000000021 0.084090000000000012 0.088305000000000008 -0.26719999999999994 -0.15498499999999996 0.084695000000000006 0.10033500000000002 0.129665 -0.0025899999999999994 -0.088329999999999978 0.085710000000000022 0.080320000000000016 -0.007134999999999999 0.12862000000000004 -0.07107999999999999 -1.0000000180025095e-35 0.091195000000000012 -0.014099999999999998 0.090445000000000011 -0.089799999999999977 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -2 9 10 12 -12 -7 -14 17 16 -16 18 -15 21 -20 -19 23 -23 -9 26 27 -26 -28 -8
right_child=4 2 -4 -5 -6 8 29 24 -10 -11 11 -13 13 14 15 -17 -18 19 20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.003285992825336819 -0.003667657848759089 0.0032246582368074413 -0.0023986252727963703 -0.0024201397166427937 -0.0025959383677471599 -0.0036689433957442221 0.0023632659722200092 -0.0036684621860765456 0.0036659484886927361 0.0026186936424949961 -0.0028885256704965839 0.0014199561866340661 0.003383938214296466 -0.0026180974892667189 -0.0033892890134230554 0.0025423613095934229 0.0034552237533180051 -0.0034213102979925936 0.0026524589032146857 0.0031837918747559847 -0.0016420602741666927 -0.0019061913125155453 -0.0029241161258700067 0.00051177293098955993 -0.0036789628972877819 0.0031523070789188472 -0.0024714371908009869 0.00092119041733974068 0.0022102098582256592 -7.638033933015837e-05
leaf_weight=0.039757739547781168 0.046584312913523718 0.02334144217377343 0.018002704428226934 0.0064914183769246838 0.02199730494612584 0.015948869872545401 0.040369709938658849 0.019793208561281972 0.021722698039866373 0.040203285840334502 0.048182029309828067 0.019613933387745419 0.028625652369328236 0.023497708730246814 0.056029079047220876 0.014978803770873128 0.0093305072296061553 0.019435882247307745 0.13470238966260695 0.030965820351639195 0.01659908378678665 0.046259617808573239 0.024195138812501682 0.32549767677153341 0.046715295783712918 0.024863487598850043 0.017486953153365903 0.022069751317303599 0.04238429072393024 0.32174831356621802
leaf_count=475 356 50 44 43 36 56 47 57 127 91 149 70 37 29 267 53 8 29 201 38 38 41 20 376 192 15 34 92 33 806
internal_value=0 -0.00130452 0.000342346 0.00199639 3.25643e-05 7.22267e-05 -0.000335614 -0.00121039 0.000343262 0.000258751 0.000142175 -0.00164205 0.000304309 0.000391102 0.000268974 -0.00148843 -0.00241219 0.000496272 0.00153614 8.90422e-05 0.00218131 -0.000141661 1.93251e-05 0.000210894 -0.000549909 -0.000147836 -0.000785606 -0.002203 0.000842813 0.000195597
internal_weight=0 0.0875933 0.0478356 0.0298329 1.4798 1.4578 0.582015 0.219897 0.875788 0.854065 0.813862 0.067796 0.746066 0.730117 0.701492 0.0803384 0.0653596 0.621153 0.174799 0.446354 0.151301 0.415388 0.395952 0.371757 0.173313 0.15352 0.128656 0.068785 0.0598712 0.362118
internal_count=3910 612 137 93 3298 3262 1632 779 1630 1503 1412 219 1193 1137 1100 328 275 772 268 504 239 466 437 417 423 366 351 284 67 853
is_linear=0
shrinkage=0.00366245


Tree=702
num_leaves=31
num_cat=0
split_feature=3 0 4 12 52 123 0 48 151 1 4 38 52 151 50 13 1429 0 50 1 16 51 47 51 457 16 0 13 42 160
split_gain=0.0456531 0.0451617 0.0712662 0.0737792 0.0657946 0.0505905 0.0516981 0.060439 0.0457303 0.0460731 0.0449701 0.0441935 0.0413534 0.040464 0.040049 0.0368258 0.0342905 0.0339888 0.031391 0.0305507 0.0478835 0.0416249 0.0581847 0.0544551 0.0558747 0.0293039 0.029275 0.0289998 0.0247019 0.0368162
threshold=0.30601500000000009 -0.017269999999999997 -0.49837999999999999 0.08598500000000002 0.10433000000000002 -0.041524999999999992 -0.099864999999999995 0.12862000000000004 0.069165000000000018 0.089825000000000002 0.25367000000000006 0.13790500000000003 -0.088779999999999984 0.056555000000000001 0.078570000000000015 -0.089189999999999978 0.084710000000000021 -0.091234999999999983 0.13146500000000003 0.076710000000000014 -0.50763499999999995 -0.07174999999999998 0.091930000000000012 0.08955500000000001 -0.0015249999999999997 -0.23935499999999996 -0.11077499999999998 -0.26418499999999995 0.08401500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 13 -10 17 -2 -5 14 16 -14 19 -8 -12 20 -7 -21 23 24 -23 -17 -26 -19 -29 -30
right_child=11 2 3 12 -6 6 10 -9 9 -11 18 -13 15 -15 -16 25 -18 27 -20 21 -22 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0010138717502114522 0.00097185203670183541 -0.0010615448991582205 0.000923573185456809 0.00086895787181543349 0.00029311152339886768 0.00035504653517099544 -0.0011921586308945779 -0.00097323804993038065 -0.00047860114647762375 0.0010983957670311116 0.00086898148894057022 -0.0011990402450542225 0.0003665035071525242 -0.0011739078363105101 -0.00099386533755726667 -2.6092853158678416e-05 0.00085177522046776799 0.00084715867697606579 -0.0010746354155275423 -0.00082126490049805074 -0.00094904910474230509 -0.00052860926081512035 -0.00037741963032598866 -0.00052385388513601116 0.00086073565525236295 -0.0011788319631254322 -0.0002936112949962221 -0.00073010533309966622 -0.00098152902631523306 -0.00025749216142191122
leaf_weight=0.037037106657409224 0.070757219075403444 0.13998665199687821 0.15556212072715414 0.047815967413043836 0.080758366233567358 0.055925077916981536 0.12412810407840957 0.14311817892303214 0.04031515194219526 0.077016557641400141 0.050640665325772605 0.016522506484761834 0.065104401437565684 0.06092773177078914 0.079513785755807365 0.051507852702343371 0.049972932694799854 0.02125309463008429 0.015503386995987967 0.091970308249073596 0.14319332294144371 0.061371759795292191 0.30004761250893353 0.091135176222906011 0.26354922511018175 0.08109465344932687 0.035623438045151334 0.62420951980822914 0.12419600305543199 0.52172108113609184
leaf_count=32 158 142 143 45 18 36 262 47 13 40 112 6 11 9 67 25 22 7 7 48 142 18 63 27 161 35 12 976 478 748
internal_value=0 -0.000313806 -2.05648e-05 0.000279599 -0.000565951 -0.000374338 -0.000391619 -0.000234713 -0.000156452 0.00055654 -0.000549799 0.000560891 -0.000128419 -0.000224287 -0.000174933 -0.000369638 -0.000115345 -0.000594808 0.000413421 -0.000161691 -0.000582776 -6.23118e-05 3.05426e-05 0.000301549 0.000510187 -0.000731064 0.000723284 -0.00053739 -0.000560558 -0.000396709
internal_weight=0 3.6342 0.62183 0.401085 0.220745 3.01237 2.97533 1.49368 1.35056 0.117332 1.48165 0.0872797 0.245523 1.23323 1.1723 0.197707 1.09279 1.41551 0.0661441 1.04282 0.199118 0.843698 0.751727 0.45168 0.360544 0.132603 0.299173 1.29138 1.27013 0.645917
internal_count=3910 3746 419 259 160 3327 3295 705 658 53 2590 164 116 605 596 71 529 2471 119 507 178 329 281 218 191 60 173 2209 2202 1226
is_linear=0
shrinkage=0.00119516


Tree=703
num_leaves=31
num_cat=0
split_feature=1213 475 484 133 160 150 15 11 3 403 15 14 4 39 3 0 13 457 454 3 15 4 484 457 48 15 2 13 0 0
split_gain=0.0424388 0.0506302 0.0422403 0.0414386 0.0543525 0.0362848 0.0352828 0.0436416 0.0430914 0.0499744 0.0457912 0.042563 0.039647 0.0395108 0.06168 0.0597845 0.0586064 0.0484919 0.0410334 0.0365412 0.0473787 0.0342228 0.0333539 0.0317904 0.029683 0.0359092 0.0527693 0.0406647 0.0416359 0.0305747
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.0043499999999999988 -0.26719999999999994 -0.40446999999999994 0.094545000000000018 -0.26361999999999991 0.087830000000000005 -0.10315499999999998 -1.0000000180025095e-35 0.079360000000000014 -0.46879999999999994 -0.48072499999999996 0.005105000000000001 0.10420500000000001 -0.053834999999999994 -0.089189999999999978 -0.0034949999999999994 0.085470000000000004 -0.084129999999999996 0.085120000000000015 -0.082954999999999987 0.086130000000000026 -0.098834999999999992 0.12738500000000003 -0.095799999999999982 -0.013084999999999998 -0.075169999999999987 -0.082844999999999988 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 23 11 8 10 22 12 -6 -8 15 -15 17 -17 18 -11 20 -19 -22 -10 -2 25 -21 -27 28 29 -28
right_child=2 -3 3 4 6 -7 7 -9 9 13 -12 -13 -14 14 -16 16 -18 19 -20 24 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013784672120875001 0.00089601017619811364 -0.0012388576682062474 -0.00088587913433001663 -0.0010526882757269272 -0.00030081093989970482 0.00071436764540748412 -0.00018924902359184533 -0.00082181618528432137 -0.0012324791264470883 -0.00097392141594676075 -0.0003717509629606348 0.0012563996499318016 0.00098879785269871266 0.0010135043632694494 -0.0003862143752536681 0.00022366355938879253 -0.0012251216759782072 -0.001164567436127378 0.00062777489216742836 -5.8278943241596619e-05 0.0010108615198812848 -0.00048569205540587891 0.00088530586922271428 -0.0010795152965947319 -0.00055190395875180534 -0.0012337975167640725 0.00016231040259015672 0.00087069093463093062 -0.00091931490020468105 0.0012413079229804949
leaf_weight=0.016171828843653202 0.017033774201991037 0.10048162327984789 0.094483769926683947 0.083586938292457336 0.050216750118124764 0.031656388884584885 0.069002959913632367 0.10763168921585009 0.092662533942760805 0.13541809143862704 0.091902544203549041 0.096952914690520475 0.24509985163786252 0.17411614329921565 0.090009412771905772 0.083289437727216864 0.14293661714735928 0.085248799231524397 0.038778765316237696 0.34379307684867177 0.052009456456289627 0.064534348612141912 0.016514419705345063 0.15556410289400524 0.081549369744607136 0.032348719571020923 0.2070807723584972 0.37052187246489499 0.052108326632151147 0.065043126140153618
leaf_count=4 8 588 197 257 44 24 27 103 452 120 57 220 118 197 31 33 130 165 10 91 15 32 11 553 20 31 100 184 73 15
internal_value=0 -0.000876014 -3.28659e-05 8.70836e-06 3.81351e-05 -0.000636741 7.083e-05 3.43817e-05 7.07491e-05 -7.45055e-06 0.000480611 0.000725053 0.000730001 4.14753e-05 0.000536504 -3.30404e-05 -0.000691724 6.44524e-05 -0.00061736 0.000152155 -0.000386771 0.000182168 -0.000912137 -0.00088455 0.00024652 0.000307321 0.000480185 0.000559991 0.000204933 0.000420213
internal_weight=0 0.116653 3.17109 2.96684 2.87236 0.204254 2.78877 2.6416 2.53397 2.12796 0.406005 0.14717 0.314103 2.01879 0.264126 1.75466 0.226226 1.52843 0.174197 1.35424 0.201793 0.116544 0.109177 0.172598 1.15245 1.0709 0.727103 0.694754 0.324232 0.272124
internal_count=3910 592 3318 2733 2536 585 2279 2015 1912 1710 202 264 145 1247 228 1019 163 856 130 726 212 47 463 561 514 494 403 372 188 115
is_linear=0
shrinkage=0.00137286


Tree=704
num_leaves=31
num_cat=0
split_feature=52 42 50 159 52 151 133 52 13 2 1 403 47 403 42 15 15 132 50 52 50 49 133 4 0 4 0 0 0 160
split_gain=0.0113469 0.0148612 0.0203655 0.0155403 0.0137227 0.0203843 0.017223 0.0158693 0.0211016 0.0204764 0.0187651 0.0166878 0.0160571 0.0175118 0.0186462 0.0191943 0.0213611 0.0176954 0.0189781 0.0229625 0.0248764 0.0218954 0.0208575 0.0176801 0.0242121 0.0171834 0.0261762 0.021199 0.0171878 0.0230438
threshold=0.18936500000000003 0.088465000000000002 0.10340500000000001 -0.030694999999999997 0.14114500000000005 -0.27336999999999995 -0.26719999999999994 0.11588000000000002 -0.091229999999999992 0.097940000000000013 0.11377000000000002 -0.088854999999999976 0.13206500000000002 0.10150000000000002 0.10056500000000002 0.088345000000000021 0.18599000000000002 0.080815000000000012 0.086465000000000014 -0.092854999999999979 -0.16990499999999997 -0.4233599999999999 -0.090054999999999982 -0.23071499999999998 -0.061129999999999997 -0.078094999999999984 -0.083424999999999985 -0.077944999999999987 -0.099864999999999995 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 8 9 -8 -9 -10 13 14 17 -16 -17 18 19 20 -13 -22 -21 -24 25 26 -25 -28 -27 -30
right_child=1 -3 -4 -5 -6 6 7 10 11 -11 -12 12 -14 -15 15 16 -18 -19 -20 22 21 -23 23 24 -26 28 27 -29 29 -31
leaf_value=-0.0030990032261262752 0.0020177129123090855 -0.0036426140845509255 -0.0036670804275146856 -0.0028416057425128143 0.0017859029127479543 -0.0026571396455990107 0.00017629060378811497 -0.0035745110746351607 -0.003338088902357234 0.0022158243156770517 0.0018326988734717767 0.0026544542952255082 -0.0022694906552618056 -0.0036401060592316731 0.0034454339129386812 -0.0036699752969016897 0.0036768590047615013 0.0016634230301754817 -0.0028116093745654395 -0.0035140025056917988 0.0029360952611761069 -0.0028854737439205306 -0.0013093873046803449 0.0032820668060314644 0.0034017397473570417 0.00040732523826675501 -0.003668576367569515 0.0021455424686767904 -0.0023135833569752164 0.0025605336423070117
leaf_weight=0.028804031064055269 0.036998217951008883 0.02608341102529721 0.018386582625311121 0.011594123623041352 0.056835819638194951 0.031635373029586966 0.15171431124019763 0.031595739670137957 0.020766675181959404 0.11691099463132559 0.01183304340054292 0.015901668361948396 0.040903345710830763 0.016744966074725198 0.043249845687171273 0.013340554766500645 0.0088167736103059724 0.07820046830568117 0.034677950770969801 0.019542162359484583 0.0096445830495213158 0.085403003165651303 0.07797212493778638 0.058067072673537723 0.037322073912041009 0.35455119403832136 0.016917685542864547 0.016730599188576112 0.070493025482847638 0.015955722175760911
leaf_count=85 69 214 115 51 51 212 259 64 422 176 64 49 30 151 102 63 12 158 213 57 4 393 45 108 79 207 70 19 300 68
internal_value=0 -0.00129731 -0.00038399 0.00085828 2.15507e-05 -4.96852e-05 1.40129e-05 7.67351e-05 0.00014928 0.00106394 -0.00210121 -8.80652e-05 -2.15334e-05 7.29155e-05 0.000137898 0.00202536 -0.000746546 -5.99139e-07 -0.000160622 -4.25352e-05 -0.00158541 -0.00229475 0.000213896 0.000326319 0.000550058 0.000350269 0.00179264 -0.00077768 5.02978e-05 -0.00141397
internal_weight=0 0.0930623 0.0669789 0.0485923 1.46453 1.40769 1.37889 1.34726 1.30383 0.268625 0.0434288 1.0352 1.01443 0.973531 0.956787 0.0654072 0.0221573 0.891379 0.813179 0.778501 0.110949 0.0950476 0.667552 0.648009 0.570037 0.532715 0.0917154 0.0336483 0.441 0.0864487
internal_count=3910 449 235 120 3461 3410 3325 3113 2985 435 128 2550 2128 2098 1947 177 75 1770 1612 1399 446 397 953 896 851 772 197 89 575 368
is_linear=0
shrinkage=0.00366245


Tree=705
num_leaves=31
num_cat=0
split_feature=9 30 455 401 401 1212 484 2 50 160 1 12 148 375 41 129 3 15 0 4 43 0 0 150 47 1375 457 150 52 2
split_gain=0.01142 0.0118058 0.01073 0.0108527 0.0115125 0.01567 0.0106545 0.020153 0.0138125 0.01133 0.0114674 0.019141 0.0179574 0.0158995 0.015385 0.0142818 0.0133322 0.017058 0.0246387 0.0223183 0.0302339 0.0169738 0.021834 0.020436 0.0187493 0.0170541 0.0208098 0.0202648 0.0290442 0.0257418
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.10340500000000001 0.10072000000000002 0.10022000000000002 -1.0000000180025095e-35 -0.0043499999999999988 0.097940000000000013 0.11843500000000001 -0.51385999999999987 0.12811000000000003 0.11655500000000001 -0.084284999999999985 -0.40343999999999997 0.082980000000000012 0.097310000000000021 -0.100615 0.079360000000000014 -0.055084999999999988 -0.48072499999999996 -0.46376499999999993 -0.10071499999999999 -0.091234999999999983 0.09202500000000001 0.096300000000000011 -0.43271999999999994 0.088020000000000001 0.086420000000000011 0.085520000000000013 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 -8 11 12 -11 -12 15 16 17 19 -19 20 -14 24 -23 -24 25 -18 27 28 -27 -29
right_child=1 2 -4 -5 -6 6 9 8 -10 10 13 -13 14 -15 -16 -17 21 18 -20 -21 -22 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0029071969070722748 -0.0031742232786083212 -0.0031918310321562369 -0.002738819709318302 -0.002927054376908178 0.0032180967411656793 -0.0028569224891841567 -0.0021694775710138251 0.0016901103241859573 -0.0019824614833958316 -0.0027066890769257587 -0.0027273345621463977 -0.0019302566087617448 0.0025776605691744487 0.00150594152564216 -0.0017327879572367748 -0.0030717778733274454 -0.00061286992101383707 -0.002645678618639985 0.0032012937585823012 0.0020331736778849319 -0.0032023051927980175 -0.0029839314119700275 2.5058801172167223e-05 -0.0031624431523008104 -0.001488680390117948 0.0015427395873026687 0.0031840572712650526 -0.0029949042978660912 -0.0016097029535065077 0.001495828817238956
leaf_weight=0.013181898821130855 0.012379550709738063 0.015655274522571871 0.014908616978573375 0.012940928068758129 0.011253432762714399 0.03666192898788212 0.022314657700604035 0.028165408111419765 0.016514583495904844 0.022490954195517499 0.0099322436872171238 0.048474164519120566 0.016006346239009872 0.098119385282188998 0.041611285214685156 0.013062000757827152 0.078988517971083638 0.025819734687502205 0.010229025385342538 0.13442227827778053 0.02163503440419845 0.029999354445946813 0.35615564967938618 0.021692669297181055 0.042804288681509206 0.22080099133802233 0.040250704008940374 0.029970172687171726 0.034329355615682289 0.022884230061663402
leaf_count=121 4 168 31 192 3 460 181 91 43 70 6 83 4 224 105 98 14 69 3 153 76 129 1126 106 41 173 40 22 41 33
internal_value=0 -7.35623e-05 -4.75931e-05 -2.01718e-05 5.76711e-06 -1.93545e-05 1.55396e-05 -0.00110493 0.000332657 8.34544e-05 0.00012155 3.2793e-05 0.000114603 0.00111681 0.000170231 0.000242282 0.000282143 0.00100771 -0.000986569 0.00142552 -0.000744475 0.000110138 -0.000365806 -0.000157939 0.000523118 0.000724684 0.00102807 0.000746308 0.00111856 -0.00105056
internal_weight=0 1.49047 1.47809 1.46318 1.45024 1.43899 1.42333 0.0813419 0.04468 1.34199 1.31968 1.21163 1.16315 0.108052 1.14066 1.09905 1.08599 0.208112 0.0360488 0.172064 0.0376414 0.877876 0.407848 0.377848 0.470028 0.427224 0.348235 0.307985 0.25513 0.0528544
internal_count=3910 3789 3785 3754 3562 3559 3391 594 134 2797 2616 2386 2303 230 2233 2128 2030 305 72 233 80 1725 1361 1232 364 323 309 269 214 55
is_linear=0
shrinkage=0.00318838


Tree=706
num_leaves=31
num_cat=0
split_feature=1 47 39 1373 16 48 2 403 157 0 484 42 0 48 133 2 0 52 51 52 4 4 16 394 123 1429 42 4 42 480
split_gain=0.0341832 0.0358971 0.0406922 0.0415611 0.042707 0.0689967 0.0374518 0.0475963 0.0435829 0.0387646 0.0345173 0.0367495 0.0397845 0.0341441 0.0358254 0.0393591 0.0455937 0.0380334 0.0340748 0.0324477 0.0309574 0.0359301 0.032429 0.028987 0.0428671 0.0287456 0.0276409 0.0263705 0.0261484 0.0249865
threshold=0.085835000000000009 0.087850000000000025 0.005105000000000001 0.09586500000000002 -0.09601999999999998 0.087945000000000009 0.089910000000000004 0.03138500000000001 -0.083634999999999987 -0.032484999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084794999999999995 0.091555000000000011 0.086685000000000012 0.10679500000000001 0.13167000000000004 -0.11271999999999999 0.12342500000000002 0.11588000000000002 -0.00027999999999999998 -0.15333499999999997 -0.114825 -0.08070999999999999 0.088305000000000008 0.084710000000000021 -0.088669999999999985 -0.44477499999999992 -0.012324999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 28 7 8 -6 -10 -1 23 20 14 17 -16 -17 -14 27 -19 21 -13 -22 26 -25 -23 -12 -8 -2 -4
right_child=1 -3 29 -5 6 -7 18 -9 9 -11 11 12 13 -15 15 16 -18 19 -20 -21 22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011497970585904798 -0.00052117326127410965 -0.00018084769519032188 -0.001154831076163453 -0.0011561772959259443 0.00077736045653218407 -0.00049930525432264716 -0.0010324374161728483 0.00055139786363865269 -0.0011346871063641242 0.0002828686693458997 0.00031279606277282552 0.00090155385472995633 -0.0011521880201080124 0.00077010476041111046 -0.00095361795117978752 -0.0011533666461765347 0.0011479494667847295 0.00048852381124536649 -0.00041871988011255446 -0.00067322099962302019 -0.00043238039100522842 -0.0010578790302920005 0.00040148552768258955 -0.0011506715424257185 0.000772511516035377 0.00059163737570990882 -0.0011505264033877822 0.00047913479793770835 0.00091909840505078211 0.00091007940054797635
leaf_weight=0.046164368770518993 0.018021755797235528 0.4844065743034206 0.0082341859815642238 0.032952044155535987 0.02469651310093457 0.068941649195039645 0.016108877596707316 0.057295783242807374 0.13146308766067694 0.031570250504955877 0.067801057277165455 0.016598824815446278 0.024125831504079542 0.099523169958956714 0.083758499259829478 0.017550610412399692 0.032211134974204469 0.26135318451542888 0.087706622482073726 0.036109068184032367 0.136259681710726 0.13066416161234429 0.11224120848260088 0.11588250109940634 0.017619942547753453 0.015606669143835461 0.0227499088418881 0.27927939114670153 0.21607350507611034 0.12707415435579605
leaf_count=438 24 365 3 21 21 29 92 66 357 32 52 11 32 45 191 58 8 150 34 36 83 328 72 564 6 19 107 170 189 307
internal_value=0 7.96944e-05 0.00019449 0.000111696 0.000156564 0.000510754 -1.43154e-05 -0.000365057 -0.000644762 -0.000860187 -0.000175199 -0.000137392 -4.01727e-05 0.000160601 2.73149e-05 -0.000472881 0.000336292 0.000234991 0.000210017 0.000347499 -0.000310867 -0.000700122 -5.57454e-05 -0.000556553 -0.000896846 -0.00088188 -5.48472e-05 0.000396702 0.00080822 0.000784419
internal_weight=0 1.58382 1.09942 0.964109 0.931157 0.303037 0.628121 0.245026 0.18773 0.163033 1.23622 1.19006 0.966002 0.554631 0.455108 0.13352 0.0497617 0.321588 0.383095 0.297462 0.411371 0.16287 0.248501 0.224053 0.133502 0.146271 0.090551 0.295388 0.234095 0.135308
internal_count=3910 1710 1345 1035 1014 242 772 476 410 389 2200 1762 1033 520 475 257 66 218 296 186 513 358 155 729 570 347 159 262 213 310
is_linear=0
shrinkage=0.00114875


Tree=707
num_leaves=31
num_cat=0
split_feature=403 1 2 3 1213 52 158 129 455 52 448 1132 1 12 151 1 48 15 484 2 3 50 159 148 160 1447 11 3 2 15
split_gain=0.010345 0.0145724 0.0210511 0.0164848 0.0123227 0.0119277 0.0112787 0.0112646 0.0113757 0.011153 0.0147746 0.0140128 0.0183769 0.0171972 0.0163967 0.0147162 0.0272254 0.0171115 0.0158026 0.0137039 0.0190657 0.0135203 0.0185077 0.0135179 0.0132794 0.0118458 0.0117194 0.0131351 0.0267366 0.018123
threshold=-1.0000000180025095e-35 0.080320000000000016 0.084145000000000011 0.14320000000000002 -1.0000000180025095e-35 -0.42985499999999993 0.11034000000000001 -1.0000000180025095e-35 0.094720000000000013 0.18936500000000003 -0.083779999999999979 -1.0000000180025095e-35 0.12730000000000002 0.11655500000000001 0.16127000000000002 0.10386500000000001 0.11930500000000001 -0.11739999999999999 -0.0043499999999999988 1.0000000180025095e-35 0.12046500000000002 0.10340500000000001 -0.21685999999999997 -0.065869999999999984 -0.069144999999999984 -0.084094999999999989 0.08184000000000001 -0.11266 0.10869000000000002 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 7 -7 9 10 -9 -12 13 15 24 18 17 19 -13 -17 -21 22 -11 -19 -14 -24 27 -20 29 -29
right_child=4 2 -4 -5 5 6 -8 8 -10 21 11 12 14 -15 -16 16 -18 23 26 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0034537931312314733 -0.0034520659269860962 -0.0028708673412254962 0.0025959418622515276 0.0034604851173398741 -0.0020286028259799771 -0.0034541455071573179 -0.0028612493718236905 -0.002495257046706494 -0.0028394712081523834 0.0018823147255268213 -0.0028840266441179361 -0.0024371668081628406 -0.0015521339002514062 -0.0018523174435969235 -0.0033988831789766786 -0.0020230946000866779 -0.00084645148182109888 -0.00052220838974590972 0.0013843886569163254 0.0032557549920345509 -0.0012419161349874574 -0.0034544283272763556 0.0015541105888300572 0.0033038209067511931 0.0028664781387596435 -0.003106218580496639 -0.0024110427509963488 -5.2234009045832797e-05 -0.0026574520152671493 0.0013057748455528003
leaf_weight=0.036584879583998142 0.012082628891960101 0.014205351356054052 0.020493062417699548 0.0046264368575066319 0.032165873526068256 0.010355262936059151 0.015169729282945243 0.022496855449844255 0.014896741010488657 0.027476709086499795 0.015967861322678245 0.027600299736376899 0.0091725799412643028 0.04440795492843097 0.0063892266189213833 0.018322403863749059 0.060375398030373617 0.012673094178580868 0.11102946589676199 0.02866545713686719 0.018451973541232292 0.020635231928878284 0.0087136773523752709 0.083263567762514867 0.069356081367345834 0.025530082248565011 0.019701241938491876 0.48795576307492394 0.039342126045085024 0.15398598454567036
leaf_count=692 243 203 33 2 335 44 129 42 37 95 23 272 56 61 7 25 43 37 80 64 20 165 24 130 209 118 35 483 51 152
internal_value=0 -0.00129008 0.000357858 -0.00267759 1.81466e-05 4.84402e-05 9.78582e-05 0.000131438 0.000159431 0.000193494 0.000275874 0.000327539 0.000370608 0.000251792 0.00191779 0.000339829 0.00113058 0.00187025 0.000130982 0.000509536 0.00149439 -0.00103603 -0.00022748 0.00279841 0.00235036 -0.00192035 0.000218273 0.000283652 0.000104264 0.000273519
internal_weight=0 0.0759097 0.0346984 0.0412113 1.39618 1.3841 1.35193 1.33677 1.32641 1.31151 1.22916 1.20666 1.19069 1.10577 0.0849179 1.06137 0.221752 0.161376 0.839615 0.0654398 0.0471174 0.0823557 0.0617205 0.0959367 0.0785287 0.0342438 0.812015 0.792313 0.681284 0.641942
internal_count=3910 930 236 694 2980 2737 2402 2273 2229 2192 1790 1748 1725 1453 272 1392 319 276 1073 109 84 402 237 167 265 142 801 766 686 635
is_linear=0
shrinkage=0.00345121


Tree=708
num_leaves=31
num_cat=0
split_feature=9 30 1186 14 51 131 124 47 14 12 44 3 376 50 39 1186 48 1 48 128 42 454 4 3 13 41 4 131 403 1374
split_gain=0.0102077 0.0108026 0.0100527 0.0101665 0.0112777 0.0173551 0.0139504 0.0112222 0.0178992 0.0153027 0.014231 0.0179612 0.0139386 0.0136762 0.013794 0.0131904 0.0135523 0.0196754 0.0188244 0.0161358 0.0139466 0.0190845 0.0188148 0.0201384 0.0174942 0.0158274 0.0149708 0.0144562 0.0200005 0.0156444
threshold=-0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 0.10350000000000001 0.51367000000000018 0.11764000000000001 -0.074139999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.30601500000000009 0.048695000000000009 0.10625000000000001 -1.0000000180025095e-35 0.091570000000000026 0.12675000000000003 0.10752500000000002 -0.09386499999999999 0.086435000000000012 0.092145000000000019 -1.0000000180025095e-35 -0.49837999999999999 -0.16059999999999997 -0.014114999999999997 0.078535000000000008 0.26450500000000005 0.08844500000000001 0.03138500000000001 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 10 -9 -10 11 12 13 14 -6 16 17 19 -19 20 21 -16 -23 -24 26 27 -22 29 -29 -25
right_child=1 2 3 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 24 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0030477953775704309 -0.0033622479947314752 -0.0029085855570625697 -0.003388793881601669 -0.002064842717870885 -0.0026552307555659286 0.0016056483170441987 0.003172065504685915 0.0024125436298374878 0.001917169394304043 -0.0028079826988039146 -0.0028310871205379914 0.0033853762351521892 0.0018617832020021241 -0.0020336163968731448 -0.0033906865018073708 -0.0033430495807336333 -0.0017408044537979509 -0.0029858415183006012 0.0018131235792048441 -0.0033875653433186564 -0.0032143015045865224 -0.0024391946027689836 0.0030351615660952147 -0.00090416874485704259 0.00016126383146234801 -0.0026307481066809857 0.0026029924425706491 -0.0030538203412430391 0.0031319038237661921 0.00074483161355629708
leaf_weight=0.012111994263023118 0.011330003791954035 0.013896996163282105 0.025344908169926739 0.027197979991342325 0.020501052568760669 0.011615603533755348 0.016451233444968127 0.012451570426492253 0.0093346039866446517 0.049221017417153123 0.018531421542320348 0.019408265739457309 0.049530489344988271 0.035673204804879677 0.015709817007290572 0.012265739496797212 0.040259043755213386 0.010106169116625097 0.12634621013853575 0.015110600452317158 0.042334822992017962 0.026226739092179097 0.03362610330373017 0.07442025108502881 0.066414718318810628 0.019757176291022915 0.0057527898316038764 0.027049475872900075 0.0076840695138571382 0.57299714387727985
leaf_count=121 4 163 123 124 35 15 11 10 19 94 46 124 112 339 52 45 37 9 251 142 364 113 56 47 33 33 13 192 16 1167
internal_value=0 -7.16439e-05 -4.51124e-05 -1.6511e-05 2.43287e-05 -0.00181919 7.56692e-05 3.68052e-05 -0.00127136 -0.00205473 0.000111734 0.000156391 0.000104244 2.86935e-05 9.45825e-05 0.000146016 0.000185503 0.000259819 0.00145769 7.96227e-05 0.000138359 0.000300725 0.000376853 0.000477264 -0.000964104 0.000354723 -0.00251837 0.000441192 -0.00168536 0.00055528
internal_weight=0 1.41655 1.40522 1.39132 1.36412 0.0369605 1.32716 1.31071 0.0710072 0.0585556 1.23971 1.22117 1.20177 1.15224 1.11656 1.09606 1.0838 1.04354 0.136452 0.907084 0.891973 0.777471 0.761761 0.735534 0.114502 0.701908 0.0480876 0.682151 0.0347335 0.647417
internal_count=3910 3789 3785 3622 3498 138 3360 3349 123 113 3226 3180 3056 2944 2605 2570 2525 2488 260 2228 2086 1676 1624 1511 410 1455 377 1422 208 1214
is_linear=0
shrinkage=0.00338353


Tree=709
num_leaves=31
num_cat=0
split_feature=101 101 15 15 480 14 3 483 158 151 1444 453 156 375 16 1211 1213 13 403 133 1374 1 12 43 4 131 9 16 49 12
split_gain=0.00997353 0.0115043 0.00973827 0.0137076 0.0139574 0.0126892 0.0111304 0.0117919 0.0111027 0.0149094 0.013504 0.0133905 0.0131271 0.0124725 0.0117546 0.0124222 0.0118699 0.0124644 0.0151639 0.0140373 0.0124029 0.0130631 0.0244156 0.0186224 0.0210316 0.0198839 0.0174948 0.0153543 0.0197835 0.0268361
threshold=-0.08175499999999998 -0.041339999999999995 -0.24219999999999997 -0.19153499999999998 0.08456000000000001 -0.46879999999999994 0.31335500000000011 0.088030000000000011 0.085745000000000002 0.087190000000000017 -0.10662999999999999 0.089075000000000015 0.10477500000000002 0.087245000000000017 -0.54165499999999989 1.0000000180025095e-35 -0.082704999999999987 -0.45122499999999993 -0.092224999999999988 -0.26719999999999994 0.09309000000000002 0.10420500000000001 0.10129000000000001 -0.17307499999999998 -0.48072499999999996 0.089145000000000016 0.081505000000000008 -0.008069999999999999 -0.085974999999999982 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 6 -3 7 8 11 10 -10 12 13 14 -5 16 -16 -18 -19 -20 21 22 23 -21 -25 26 27 28 -26 -30
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 17 18 19 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0033970101514548029 0.0025546357186253025 -0.0010348747839310623 -0.0023539148629395457 0.0028817533829706239 -0.0033857140784423383 0.0020216044540808105 0.0033851666514234245 -0.0025372100736106178 0.0033972607468032174 0.0032838242274984045 -0.0029054446765531673 -0.0030159671730125345 -0.0033874069827257254 -0.0030534530944062253 -0.0033857134404918061 -0.0033853290174551071 0.0020439528420882723 -0.0033846319190828553 -0.0026178868498466772 0.0019035868785020639 -0.0028726127907491949 0.0010087307750407694 -0.0026786955419797289 -0.0027723294728113721 -0.0018903002160083255 -0.0033902145583555535 -0.0030211226654577711 0.0013599971759410627 0.00056878979269505835 -0.0026647183666417776
leaf_weight=0.010078456658448087 0.019603378037572727 0.021977305127165891 0.030840181474757977 0.018019053977922028 0.014371440585378648 0.053172458255005384 0.010817210795039389 0.02164716598230132 0.0043191550138885751 0.0063063585294003124 0.039331753064516195 0.016080324368885957 0.012269930149898189 0.013903621900453689 0.010680672673287428 0.011410603061278946 0.040341449799596751 0.013890017305582814 0.020197342054869338 0.06688679391618102 0.014523403712473737 0.2175596739213006 0.035311809463507871 0.029298149892268199 0.052450633732062713 0.017559832493020622 0.01804453122895211 0.13590688881832325 0.37721075019257455 0.031866462231505466
leaf_count=6 3 55 100 61 256 262 66 181 2 8 290 32 159 29 241 200 15 304 124 59 37 247 105 71 52 109 49 282 427 78
internal_value=0 -1.88288e-05 -5.60275e-05 -0.000125471 -7.04996e-05 0.00112775 -3.19471e-05 -6.21211e-05 -1.75973e-05 -0.00157923 -0.00228181 5.00411e-05 9.33903e-05 0.000131352 0.000171202 0.000126522 0.000163567 0.000198961 0.000126749 0.000174715 0.00023131 0.000277211 6.90468e-05 0.000202103 3.02769e-05 0.000159986 0.000261275 0.000360414 6.60654e-05 0.000316905
internal_weight=0 1.3758 1.35619 1.28105 1.25021 0.0751498 1.23583 1.22502 1.20337 0.0499573 0.0436509 1.15341 1.13733 1.12506 1.11116 1.09314 1.08173 1.07105 1.03071 1.01682 0.996619 0.982096 0.764536 0.729224 0.662337 0.633039 0.615479 0.597435 0.461528 0.409077
internal_count=3910 3904 3901 3584 3484 317 3228 3162 2981 300 292 2681 2649 2490 2461 2400 2200 1959 1944 1640 1516 1479 1232 1127 1068 997 888 839 557 505
is_linear=0
shrinkage=0.00338353


Tree=710
num_leaves=31
num_cat=0
split_feature=39 51 3 48 50 4 158 3 402 0 52 51 13 403 403 42 13 52 52 16 0 43 49 151 15 51 457 132 13 160
split_gain=0.0546243 0.0506394 0.0415554 0.0490699 0.0505345 0.0478866 0.0584388 0.04088 0.0432391 0.0358102 0.0489496 0.0353093 0.0343332 0.0420289 0.0470641 0.0503049 0.0381887 0.0355867 0.0348564 0.0512927 0.0584187 0.0596651 0.0392196 0.0717977 0.051717 0.0504773 0.0389476 0.0343459 0.0439479 0.0416148
threshold=0.005105000000000001 -0.40274499999999996 0.31335500000000011 0.11930500000000001 0.10625000000000001 0.28937500000000005 0.085745000000000002 0.11265500000000002 0.084450000000000011 -0.230625 -0.07125999999999999 0.11975000000000001 -0.094679999999999986 0.10150000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.084184999999999996 0.090640000000000012 0.071660000000000015 -0.19424999999999998 -0.083934999999999996 -0.15426499999999996 -0.080034999999999981 -0.0074049999999999993 0.15514500000000001 -0.26622499999999999 0.68051500000000009 0.093105000000000007 -0.011514999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 9 8 -3 10 -1 -5 -11 14 15 -14 -17 -16 22 -20 -21 -22 23 -18 -25 -24 27 28 -27 -30
right_child=1 7 -4 11 -6 -7 -8 -9 -10 12 -12 -13 13 -15 17 16 18 -19 19 20 21 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=-0.00029225890595298656 -0.0012262518579609391 0.0008188785830032597 0.0010668276134171795 -0.0012244540126020911 -0.0009372468046366907 0.00057218525771022145 -0.0010349559835132927 -0.00042980703065359922 -0.0012215232802472481 0.00023081272847251473 0.0011529799792046524 -0.00022804320269228197 -0.00082777164011703245 -0.0012143378149845831 0.00055286976409803397 -0.00082942532121433785 0.0011162356179949982 -0.00071830202999919723 -0.0006265887037213121 0.0011844706662088081 0.00080477234517256288 -0.00098448102429952522 0.00081813042861541045 -0.0012255345006343132 0.0004961196352367709 -0.0012119228660674147 0.00066140003838443845 0.00097408722289772458 -0.00020187013901670363 -0.0012188953165411165
leaf_weight=0.060335601709084585 0.026637513453351858 0.27286795747295389 0.044451839699831797 0.097417020125248999 0.097370273250476091 0.17541599966170895 0.093032031774100576 0.056552962909336202 0.016360047416128509 0.4040520808403042 0.082378707124009742 0.11553314931370551 0.17499980091520528 0.054824949358589836 0.21228302924464504 0.10589086720256302 0.08640957300667651 0.038694601420502295 0.068629820780188311 0.11524911323704146 0.057654123858810635 0.053303328666515881 0.051906090669493254 0.053302762396927439 0.050491101115767378 0.12683399095851855 0.044488071464002132 0.021819913486979203 0.32625997190960698 0.073207144658226753
leaf_count=18 20 379 123 70 351 155 282 37 23 213 26 34 618 182 111 368 18 29 14 28 17 194 27 28 15 285 2 11 211 21
internal_value=0 0.000393349 -0.000102736 -0.000121031 -7.54382e-05 -4.22896e-05 -8.80394e-05 0.000518116 0.000703464 -4.91119e-05 0.000541974 -0.000683865 -8.88969e-05 -0.000164165 -0.000129511 -0.000216062 -0.000129413 0.000356886 -6.37902e-05 0.000296533 0.000576604 -5.47748e-05 -0.000191063 0.000295361 -0.000388026 -0.000334611 -0.000435579 -0.000524615 -0.00058675 -0.000388252
internal_weight=0 0.372418 2.88623 2.84178 2.62883 2.53146 2.35605 0.345781 0.289228 2.26301 0.142714 0.21295 2.1203 1.71625 1.66142 1.41045 1.23545 0.250978 1.12956 0.294836 0.226207 0.110957 0.834719 0.190203 0.103794 0.644515 0.592609 0.548121 0.526301 0.399467
internal_count=3910 459 3451 3328 3224 2873 2718 439 402 2436 44 104 2392 2179 1997 1857 1239 140 871 253 239 211 618 61 43 557 530 528 517 232
is_linear=0
shrinkage=0.00121906


Tree=711
num_leaves=31
num_cat=0
split_feature=39 51 3 1 1366 48 51 3 1375 484 0 150 49 15 16 3 0 150 42 160 3 15 2 15 133 160 0 0 4 3
split_gain=0.00961553 0.0140506 0.0146135 0.013849 0.0116403 0.0111824 0.0193667 0.0171235 0.0265228 0.0245176 0.0271666 0.0239338 0.0166117 0.0206544 0.0168955 0.0133673 0.0324984 0.0259052 0.0247908 0.0225443 0.0205741 0.0195357 0.0189489 0.0180841 0.0176182 0.0192828 0.0139684 0.0143382 0.0227465 0.0281501
threshold=0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.099115000000000023 -1.0000000180025095e-35 0.12649500000000002 0.13118000000000002 0.094625000000000015 -0.096734999999999988 -0.0043499999999999988 -0.23029999999999998 0.10871000000000001 -0.07929499999999999 -0.092459999999999987 -0.13863999999999996 -0.10315499999999998 -0.053834999999999994 0.091155000000000014 0.088235000000000022 0.088095000000000021 0.084925000000000014 0.079360000000000014 0.12330500000000001 -0.11739999999999999 0.10681500000000001 -0.096329999999999985 -0.14867499999999997 -0.10071499999999999 -0.083329999999999987 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 8 -6 -10 -11 12 -9 14 -14 21 17 18 19 20 26 -12 -23 -20 25 -25 -17 -28 29 -29
right_child=1 2 -4 -5 5 6 -8 11 9 10 15 -13 13 -15 -16 16 -18 -19 23 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0029921621756054972 -0.003742589975556901 0.0004441821611015202 -0.001508380139450159 0.0031285301992073663 -0.0037605517950597719 -0.0035079372760431016 0.00049409864128475815 -0.0022040593595064263 -0.0034255882802366566 0.0032392189780292872 0.0011734434626567731 0.0028921124843649939 0.0018472341196539297 0.0017167575645088075 -0.0024342374007910827 -0.0037506799574140042 -0.003231958433443973 -0.0035335656616379595 -0.0033728652293479851 -0.0037477012363932075 0.0024026791256326961 -0.0024118493922282271 0.003748704704673637 -0.0037375688075818375 -0.0037390632900073935 0.0024860085737630198 0.00086589354218510634 -0.003739466380552794 -0.0019391781603357808 0.0025666540210302438
leaf_weight=0.019829562379072407 0.0085954679167343784 0.054365242365179367 0.023076236238011916 0.052939751137046187 0.029278921106651423 0.035080784017623157 0.032515422284632223 0.033312622594166896 0.030649861275179102 0.034151493890930973 0.17985694720914547 0.060258674734996021 0.01893080317768181 0.10149902082201834 0.040126878320279502 0.018088250420987273 0.053959035162849389 0.030260813409313414 0.010395991064569898 0.027628128034621113 0.036640467355027795 0.043625225373602916 0.0082920226268470287 0.0074046288788736083 0.00766747386148836 0.11255210729780174 0.088114629927872223 0.013095562736964439 0.11386490491425216 0.040214686906892561
leaf_count=66 20 119 37 283 54 54 34 39 502 24 292 59 58 132 57 11 146 94 21 86 14 122 4 113 201 242 76 137 662 151
internal_value=0 0.000883563 0.00118854 0.00176853 -0.000153204 -0.000106582 -0.00158286 -1.90356e-05 -0.000264288 -0.000144765 -2.29977e-05 0.000835769 0.000196614 0.000694711 -0.00106182 -0.000163727 -0.000476051 -0.000182124 3.10872e-05 -0.000514175 -0.000226011 0.000590742 -0.00142791 0.00136499 0.00175093 0.00210184 -0.000578331 -0.000353558 -0.000996306 0.00101757
internal_weight=0 0.138977 0.130381 0.107305 1.22729 1.20747 0.0675962 1.13987 0.885741 0.856462 0.825812 0.254128 0.193869 0.160557 0.0590577 0.791661 0.559887 0.505928 0.475667 0.337647 0.310019 0.231774 0.0519172 0.13802 0.127624 0.119957 0.273378 0.25529 0.167175 0.0533102
internal_count=3910 459 439 402 3451 3385 88 3297 2952 2898 2396 345 286 247 115 2372 1954 1808 1714 1137 1051 418 126 577 556 355 1037 1026 950 288
is_linear=0
shrinkage=0.0037357


Tree=712
num_leaves=31
num_cat=0
split_feature=101 101 9 2 160 2 2 52 147 123 16 51 0 133 48 1 402 0 0 43 1456 13 49 13 13 52 160 48 52 4
split_gain=0.00922845 0.00985886 0.00906359 0.0107834 0.0210912 0.0196059 0.0179462 0.0170218 0.016841 0.0143889 0.0143677 0.0199745 0.0192669 0.0180337 0.0219925 0.0177862 0.0149174 0.016218 0.0159603 0.0136054 0.0124555 0.0125422 0.0125028 0.0138458 0.0180199 0.0204493 0.0169049 0.0153467 0.0144266 0.0118781
threshold=-0.08175499999999998 -0.041339999999999995 -0.016839999999999997 0.086650000000000019 0.086110000000000006 0.087005000000000013 0.087995000000000004 0.28122000000000008 1.0000000180025095e-35 0.086020000000000013 -0.083564999999999987 -0.0084849999999999978 -0.084304999999999977 -1.0000000180025095e-35 0.084905000000000022 0.076710000000000014 -0.47918499999999992 -0.25490999999999991 1.0000000180025095e-35 -0.079109999999999986 -0.066614999999999994 -0.5337599999999999 0.27772500000000006 -0.094679999999999986 -0.082249999999999976 0.13709500000000002 -0.081299999999999983 0.089125000000000024 0.11588000000000002 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 10 -5 -7 9 -9 20 12 -12 13 -4 15 -15 -13 -18 -19 -17 -8 -22 23 28 27 26 -26 -25 -23 -28
right_child=1 2 3 5 -6 6 7 8 -10 -11 11 16 -14 14 -16 19 17 18 -20 -21 21 22 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.0033295938841508975 0.0024029839210596531 0.0029780386069217352 -0.0025840456488351953 0.0025157577868777643 -0.0029760524063979928 -0.003322970034956651 -0.0033200428260985785 -0.0033130079506635307 0.0033216425193415772 0.0021752276468343574 0.00013423816450531701 0.0028276220506213445 0.0020864248965323249 -0.0017719969224013886 -0.0028098322779940349 6.0170782106860776e-05 0.0033346321987286656 -0.0031595061898087211 0.0017908872882149084 0.0028668754148180545 -0.0023527159217131147 0.0016896346781470211 -0.0027484955876330829 -0.003029623082262704 0.0017148155813828416 0.0024497907473687575 -0.0013420090829522064 0.0019036783288064014 -0.0012634590651948957 7.9392277634128051e-05
leaf_weight=0.0093245753141674159 0.018253357542562187 0.010770624645715432 0.029653226046463033 0.036557619057248303 0.034947451542095109 0.017169967963837962 0.011538238410480295 0.026827474887113567 0.0049935259157791725 0.038693832860190014 0.096628999205762511 0.0065687593518077838 0.051403767514273113 0.02074832639033275 0.020613285422200534 0.03284872214862844 0.0052029932849109164 0.076992585879707809 0.0079019583445187891 0.045093197531286933 0.021296962026098876 0.11742005176404258 0.015145615885558072 0.033767202005207886 0.057109701639972976 0.04197519790500337 0.081732127441625502 0.0087333326558791669 0.021542997728374758 0.31030776281059691
leaf_count=6 3 121 243 56 121 194 102 208 4 162 236 15 125 43 23 26 1 610 14 48 17 175 40 153 100 44 158 20 34 808
internal_value=0 -1.77533e-05 -5.21615e-05 -7.77911e-05 -0.000506354 0.000139634 3.21614e-05 0.000104982 -0.00227186 0.000204597 -0.000287103 -0.000932313 0.000335356 -0.000268924 0.000306506 0.000957411 -0.00199845 -0.00235031 -0.00269873 0.00168399 9.87759e-05 0.000154411 0.000232049 0.000299166 5.62893e-05 0.00023561 2.8684e-05 -0.00201589 0.00123183 -0.00021694
internal_weight=0 1.30244 1.28419 1.27341 0.428603 0.844812 0.808254 0.791084 0.031821 0.759263 0.393656 0.193295 0.200361 0.148957 0.119304 0.0986902 0.0966663 0.0900975 0.0848945 0.0779419 0.720569 0.709031 0.687734 0.672588 0.533625 0.491125 0.44915 0.0425005 0.138963 0.39204
internal_count=3910 3904 3901 3780 1505 2275 2219 2025 212 1813 1384 876 508 383 140 117 640 625 624 74 1651 1549 1532 1492 1283 1110 1066 173 209 966
is_linear=0
shrinkage=0.00331719


Tree=713
num_leaves=31
num_cat=0
split_feature=156 15 15 480 474 51 14 3 2 11 3 47 2 403 124 0 457 151 13 39 133 33 3 0 1374 39 394 4 160 150
split_gain=0.00868629 0.00991118 0.0118221 0.0115224 0.0110671 0.0154098 0.010887 0.0145523 0.0114219 0.0108989 0.0112004 0.0171965 0.0139004 0.0126174 0.0159217 0.0150467 0.0183288 0.0166246 0.0152368 0.0245989 0.0151469 0.0132531 0.0142698 0.0198049 0.0171024 0.0127489 0.0125053 0.0122208 0.0121042 0.025615
threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.19153499999999998 0.08456000000000001 -1.0000000180025095e-35 0.11024000000000002 0.077685000000000018 0.30601500000000009 -0.13811499999999996 0.087830000000000005 -0.10628499999999998 0.085165000000000018 0.088405000000000025 -1.0000000180025095e-35 -0.048219999999999992 -0.053834999999999994 -0.066264999999999991 0.079335000000000017 -0.089189999999999978 0.16168500000000002 -0.26719999999999994 -0.007134999999999999 -0.084129999999999996 -0.07773999999999999 -0.094679999999999986 -1.0000000180025095e-35 -0.081709999999999991 -0.44477499999999992 -0.089989999999999987 -0.10114999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 -2 -6 7 8 -4 10 11 12 -10 -12 -15 16 17 -16 -17 -20 -18 -22 23 26 -24 -26 -23 -14 29 -27
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 13 -13 27 14 15 18 20 -19 19 -21 21 22 24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0035919642257727711 -0.0036092132733216526 -0.0023876685550486402 0.0030919725004664241 -0.0035927886573207464 0.0029216633505118835 -0.00095091944506831482 -0.002400055159551372 0.0035923795854748207 -0.0013732386433327542 -0.0026481305558509242 -0.0020817205202852073 0.0033231020276802896 -0.00076183211335587389 0.0019572322099650511 -0.0031285300452739005 0.00049681328498520127 -0.0035931874514601404 0.0016332278019620971 -0.0028905603199060538 0.0029140278826793684 -0.0035974755189561967 0.0010394993768395831 -0.00090435224883097316 0.0018273068463700308 -0.0024885794488805637 0.0036112877607744425 -0.0029911022600610172 0.0019499548625858886 0.0011294519973490741 -0.0033499607356281052
leaf_weight=0.0088291699372861077 0.0054140260981512247 0.028287089312669766 0.015207273963368961 0.011640491840026246 0.043490865976877902 0.019050617356924704 0.02390887952532228 0.014743115967121301 0.043093935905630154 0.020295580034030425 0.041644902890964342 0.029921999769840113 0.031652037024855417 0.04774078200023224 0.040116385221266704 0.040778616035822779 0.01328196509893953 0.012366829923394107 0.075492969442851776 0.010753489596936561 0.011151017662996088 0.012607794311065845 0.085425682922504298 0.022447980132596079 0.014278473659941726 0.0099120341474190354 0.046624672370143116 0.066314005380831986 0.39961832634884764 0.02181067379723256
leaf_count=197 3 99 44 208 283 22 103 81 71 73 770 26 23 141 182 15 155 25 177 17 22 20 30 52 19 3 234 95 583 137
internal_value=0 -1.80372e-05 -9.41299e-05 -3.83371e-05 0.00131571 0.00174204 -2.39557e-06 4.84572e-05 1.49389e-06 -4.13353e-05 7.78701e-06 0.000850683 0.000326227 -0.000151277 -5.82728e-05 -0.000176095 3.30757e-05 -0.0020065 -0.00131172 -0.00216683 0.000201077 0.000281855 0.000352455 -0.00104473 0.000567357 0.000849485 -0.00213318 0.0010738 0.000959983 -0.00117486
internal_weight=0 1.25907 1.19112 1.16283 0.0679555 0.0625415 1.15119 1.12728 1.11254 1.09733 1.07703 0.170982 0.14106 0.906053 0.864408 0.816667 0.689642 0.0524832 0.127025 0.0862465 0.637159 0.623877 0.612726 0.0816804 0.531045 0.44562 0.0592325 0.097966 0.431341 0.0317227
internal_count=3910 3713 3405 3306 308 305 3098 2995 2914 2870 2797 215 189 2582 1812 1671 1462 207 209 194 1255 1100 1078 306 772 742 254 118 723 140
is_linear=0
shrinkage=0.00359063


Tree=714
num_leaves=31
num_cat=0
split_feature=1 52 484 14 3 3 1374 12 15 133 133 123 2 402 48 12 160 47 16 3 47 15 48 1 0 4 15 403 50 52
split_gain=0.040986 0.0433149 0.0352231 0.0267816 0.0302457 0.0350295 0.0423329 0.0396858 0.0412554 0.036147 0.0402618 0.0318185 0.0317038 0.0273617 0.0267631 0.0507965 0.0427689 0.0356772 0.0405415 0.0463563 0.025852 0.0450214 0.0410428 0.0362676 0.0292684 0.0256347 0.0310109 0.0370208 0.0251896 0.0245968
threshold=0.094385000000000011 -0.42985499999999993 -0.0043499999999999988 0.077685000000000018 -0.11266 0.084925000000000014 -0.094679999999999986 0.094045000000000004 0.088190000000000004 -0.090054999999999982 -0.085714999999999986 1.0000000180025095e-35 0.106035 -0.47918499999999992 0.086870000000000017 0.085775000000000004 0.085545000000000024 0.09550500000000002 -0.083564999999999987 -0.079554999999999987 0.08801500000000001 0.035895000000000003 0.12862000000000004 0.11026000000000001 -0.10303999999999998 -0.026614999999999996 0.090505000000000016 0.092300000000000007 0.11843500000000001 -0.083529999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 -7 8 9 -6 -11 14 29 -9 15 17 -16 18 19 -12 21 22 28 -23 -25 26 27 -10 -3 -8
right_child=1 20 3 -5 5 6 12 13 25 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011470047373035525 -0.0012212220561124846 0.00078847643868005407 0.0002827896436173057 -0.001221541083653969 -0.0012219259833296042 -0.00061575078482118144 -0.00020549115665379272 0.0010025417390300225 -0.0012198003023771863 0.00087389546637693812 0.00068568961358910125 0.00074458283523803589 -0.00046877585554135987 -0.0012231047022411017 -0.00069062919225016382 -0.0012240615965940379 0.00096231332039764495 0.00098730812355408938 -0.00085544770581814727 -0.0012271818873607438 -7.7417698232684515e-05 -0.0009438330018242307 -0.00050071734363990757 0.0011308310760325963 -0.00036257319019335909 0.00094943038502004441 -0.0008386444710929454 0.0010038546833989084 -0.00043665841866064536 0.00074866609830674408
leaf_weight=0.053343715547555681 0.032901826403303858 0.34249114648127932 0.23846407166547567 0.033269398941229045 0.066464151193372123 0.089312081690877676 0.051328495916095562 0.0089870800948119722 0.014405928654241507 0.042201560375815239 0.070065090770299321 0.035824156133458018 0.057493452572089154 0.094797551239821587 0.046194272755201382 0.12574216858888576 0.046862143459293293 0.029208320411271416 0.1413798163671347 0.025745445859683969 0.31162428853986057 0.060958171464108091 0.047845109103946015 0.035411721946729813 0.043411201959315804 0.059810621864016866 0.043579423670166761 0.048878808150220721 0.026899362805124838 0.18436510401443229
leaf_count=484 144 586 139 80 186 11 44 8 133 37 82 29 17 445 62 427 17 4 188 18 243 110 14 18 51 19 204 29 29 52
internal_value=0 0.000151749 -0.000172978 -0.000139551 -0.000115886 -0.000190006 0.000119046 -0.000321331 -0.000228925 -0.000371678 -0.000271342 -0.000364104 0.000342883 -0.00103038 -0.000445963 -0.000585435 0.000141774 -0.000283999 -0.000440551 0.000171678 0.000203754 0.000361056 0.000561657 -0.000237725 0.000308349 0.000310384 -4.72823e-05 0.000497669 0.000699261 0.000540873
internal_weight=0 0.901543 1.60772 1.55438 1.52111 1.28265 0.382499 0.900147 0.796362 0.629687 0.563223 0.521021 0.293187 0.103785 0.485197 0.392141 0.0930564 0.266399 0.23719 0.0958105 0.868641 0.557017 0.417236 0.139781 0.0788229 0.166675 0.106864 0.0632847 0.369391 0.235694
internal_count=3910 1195 2715 2231 2151 2012 124 1888 1435 1050 864 827 113 453 798 719 79 292 288 100 1051 808 629 179 69 385 366 162 615 96
is_linear=0
shrinkage=0.00121906


Tree=715
num_leaves=31
num_cat=0
split_feature=147 1 51 0 15 47 151 15 3 3 49 52 15 13 13 1213 12 9 129 150 49 484 1446 122 40 151 12 151 4 456
split_gain=0.00865168 0.00970334 0.0174098 0.0218469 0.0147123 0.0190316 0.0168133 0.0218094 0.0176916 0.0175312 0.0153067 0.0145757 0.0141463 0.0133886 0.0193817 0.016481 0.0160534 0.0150286 0.0135228 0.0128782 0.0128609 0.0124677 0.0115818 0.0117317 0.0150537 0.0126873 0.0137419 0.0114099 0.012562 0.014475
threshold=-1.0000000180025095e-35 0.094385000000000011 0.08955500000000001 -0.23029999999999998 -0.0063699999999999989 0.09550500000000002 -0.029339999999999995 -0.088379999999999986 -0.078494999999999995 -0.080884999999999985 0.12114500000000002 -0.42985499999999993 -0.10312999999999999 -0.5337599999999999 -0.45122499999999993 0.041025000000000006 0.10129000000000001 0.081505000000000008 0.093990000000000004 0.085200000000000012 0.082865000000000008 0.088645000000000015 0.091520000000000018 0.10299000000000001 -0.012844999999999997 -0.40391999999999995 0.11655500000000001 -0.093064999999999981 -0.17479499999999998 0.090170000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 19 9 10 -8 -3 -7 -6 -15 16 17 18 21 -5 -4 -16 23 24 -13 -26 27 -27 -29 -30
right_child=1 11 20 4 13 12 8 -9 -10 -11 -12 22 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.0027109179441022662 0.0018076603830898237 -0.0033197418965186447 -0.0025715584728573495 -0.00054201426023763304 -0.0029364374438745431 -0.0025384775530680553 -0.0030351333191362497 -0.0027858000748925537 -0.0033255774814762249 0.0021622062365527143 0.0032162932587927106 0.0024868526069287918 0.0024583939190503485 0.0033275796904265959 0.00075867374900763268 -0.0033213044886212296 -0.0021034602454510945 -0.0033191234829699186 -0.0033216150251111141 0.0023644863710920176 0.0018649897048853452 -0.0028528617198462095 -0.0032933905448632376 -0.0029353712044830056 -0.0029502468030625653 0.0033246774984586947 -0.0017020457247521046 -0.0013478886694870821 0.0010017082120884454 -0.002439438801689914
leaf_weight=0.013198538458255027 0.061249831547229294 0.011369851246854523 0.051398777821106023 0.03839247644009447 0.015334375442762282 0.0080584450913647743 0.027690913218819446 0.027189191042538141 0.063322475683520341 0.016125495472749662 0.0051043099114167481 0.043971479338324571 0.027540865384480639 0.020966908312402555 0.31502690403131361 0.015296087792137314 0.030820892948753453 0.011590668732424092 0.0097750170008055193 0.029791314257181511 0.0083591745250259919 0.010881564535793586 0.0087382669590283513 0.010272768697177526 0.01181019096293312 0.017729787145071896 0.027574751042266143 0.032922612052516342 0.25732868205756176 0.014192789364642522
leaf_count=36 39 141 193 33 10 71 291 198 275 65 7 291 37 8 859 227 119 40 62 23 75 64 35 11 24 27 40 37 544 28
internal_value=0 -1.08433e-05 -0.000229177 -8.903e-05 -0.000261672 -0.000913624 -0.00129786 -0.000273786 -0.00216802 -0.000669696 -0.00206215 0.000386803 0.00132728 0.000107348 0.000219991 5.43628e-05 0.000190928 0.000394557 0.000522785 0.000727913 -0.00195096 0.00063809 0.00048607 0.000565497 0.00065418 0.000431297 0.000545484 0.000737849 0.000587201 0.000821835
internal_weight=0 1.22983 0.793916 0.734158 0.672908 0.243215 0.207616 0.095373 0.112243 0.0489207 0.0327952 0.435911 0.0355993 0.429692 0.414358 0.393391 0.378095 0.347274 0.335683 0.0681838 0.059758 0.325908 0.424541 0.415803 0.40553 0.361559 0.349749 0.322174 0.304444 0.271521
internal_count=3910 3874 2696 2428 2389 1000 892 254 638 363 298 1178 108 1389 1379 1371 1144 1025 985 56 268 923 1037 1002 991 700 676 636 609 572
is_linear=0
shrinkage=0.00331719


Tree=716
num_leaves=31
num_cat=0
split_feature=1456 151 42 42 393 0 1 39 13 4 1366 49 1373 133 3 457 52 0 47 52 159 15 2 50 50 1 0 1375 51 51
split_gain=0.00850522 0.0100371 0.00873241 0.0153092 0.0131123 0.0113587 0.0160542 0.0112411 0.0140312 0.0143863 0.0125933 0.0116421 0.0109459 0.01111 0.0143757 0.0186889 0.0135236 0.0114222 0.0162979 0.0154855 0.0202607 0.0173808 0.0128589 0.0128572 0.0132723 0.0131063 0.0172023 0.0217519 0.0156398 0.0158303
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.085679999999999992 0.084845000000000018 -0.017269999999999997 1.0000000180025095e-35 0.005105000000000001 -0.037444999999999992 0.27020000000000005 -1.0000000180025095e-35 -0.016474999999999997 0.11103 0.093845000000000026 0.14320000000000002 0.097740000000000007 -0.42985499999999993 -0.074249999999999997 0.10887000000000001 0.11588000000000002 0.092630000000000018 -0.035939999999999993 0.097940000000000013 0.10119500000000002 0.10030500000000002 0.11287500000000002 -0.230625 -0.43271999999999994 0.089355000000000004 0.088715000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 10 9 11 -4 -9 13 16 15 -15 -12 18 23 20 -19 -21 -22 24 25 26 27 -18 29 -28
right_child=2 -3 7 -5 -6 -7 -8 8 -10 -11 12 -13 -14 14 -16 -17 17 19 -20 21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00075398437681598604 -0.0031911923492505285 -0.0031909319987650391 -0.002832426494407641 -0.0023091360522236558 0.0014078015329807767 0.0014765210140894743 -0.00020093408266105354 0.0026681072853747645 0.0028419760219176317 0.0031040064764258145 -0.0024568893433480816 -0.0018124225030614505 -0.0031949636832665535 -0.0026539881813819198 0.0015109260502977524 0.0029008858801347886 -0.00059867157402288787 0.0019202051612069759 -0.0020282511397525915 0.0024641770327909146 -0.00243326110268492 -0.0023252545085329346 0.0015862988887989831 -0.0022458314848190358 0.0031499417463689275 0.0019072953329404225 -0.00018108804141605446 0.0026938292755849746 -0.0023855456661743151 0.0032350645465258092
leaf_weight=0.010280946027364735 0.028616682790385539 0.018098508878409914 0.015462177295318957 0.042671301255580718 0.040243667823006035 0.018748637190583395 0.050394050426973536 0.0074521405765608497 0.033450580271960462 0.012452518849727312 0.018851034718835424 0.028221383189247717 0.010319730557966977 0.046251610566827139 0.016247634154069601 0.0071026162222551639 0.03442902516144386 0.13072959586520516 0.035940029121093175 0.010882468626164155 0.020501225902989972 0.026361567405501773 0.013365243539510629 0.021246162224556997 0.015928849494230235 0.041818240289671849 0.3490975890479433 0.050051572409756662 0.031574931890133939 0.014356818544911221
leaf_count=41 338 328 60 498 47 22 112 40 161 117 219 54 18 357 16 8 5 173 58 25 39 42 36 148 4 107 713 58 64 2
internal_value=0 -0.00176182 4.63816e-06 -0.000640064 -0.000123978 -0.000754551 -0.00128397 0.000122048 0.0012559 0.000153487 2.04611e-05 -0.000876447 6.9745e-05 0.000107825 -0.00111489 -0.00191451 0.000212229 0.000275417 5.29017e-05 0.000930752 0.00135085 -0.000925813 -0.000846961 0.000186825 0.000283026 0.000195429 4.61369e-05 0.00135201 -0.000233136 -4.61465e-05
internal_weight=0 0.0283795 1.17277 0.180674 0.138003 0.0977594 0.0790107 0.992095 0.0815766 0.048126 0.910518 0.0356735 0.895056 0.884736 0.0696019 0.0533542 0.815134 0.796283 0.594443 0.20184 0.164596 0.037244 0.0338665 0.558503 0.537257 0.521328 0.47951 0.0844806 0.395029 0.363454
internal_count=3910 369 3541 1017 519 472 450 2524 372 211 2152 94 2092 2074 381 365 1693 1474 1159 315 248 67 75 1101 953 949 842 63 779 715
is_linear=0
shrinkage=0.00318838


Tree=717
num_leaves=31
num_cat=0
split_feature=401 401 1212 52 448 42 50 159 1 484 52 1374 0 15 15 1 47 133 13 15 4 42 47 15 48 150 133 130 1186 52
split_gain=0.00827613 0.00858934 0.0109652 0.00822698 0.0102722 0.0093152 0.0113993 0.0102306 0.00904308 0.019614 0.0129081 0.0121849 0.027391 0.0160316 0.0125545 0.0122915 0.0128099 0.0122649 0.0131316 0.0121497 0.0164185 0.0154917 0.0122757 0.0126553 0.0129997 0.0135273 0.0115824 0.0213306 0.012808 0.0184085
threshold=0.10072000000000002 0.10022000000000002 -1.0000000180025095e-35 0.18936500000000003 -0.083779999999999979 0.088465000000000002 0.10340500000000001 -0.030694999999999997 0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 -0.094679999999999986 -0.23029999999999998 -0.096369999999999983 -0.14676499999999995 0.093000000000000013 0.09550500000000002 -0.10870499999999998 -0.45122499999999993 0.035895000000000003 -0.00027999999999999998 0.086700000000000013 0.13206500000000002 -0.055679999999999993 0.12862000000000004 0.10808000000000002 -0.085714999999999986 -1.0000000180025095e-35 0.083980000000000013 -0.030179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -5 9 -6 -10 13 -13 -11 -14 16 17 18 -16 20 -12 -21 23 24 25 -22 28 -28 29 -19
right_child=-2 -3 3 5 8 -7 -8 -9 10 11 19 12 14 -15 15 -17 -18 26 -20 21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0038896649501854843 -0.0035415741823610352 0.0039101028948139403 -0.0028124373115518261 0.0019085973920509006 -0.0038909740466049345 -0.0038618221065110088 -0.0038896296754718463 -0.0030330931181144615 -0.0038891739493761329 0.0005145489550414605 0.0028580410076504176 0.0031891526088269517 -0.0034126352861934988 -0.0039071042341055707 0.0039017507330798827 -0.0034223772152281342 0.00266046694802221 0.0034143328882823877 -0.0038905381649747871 -0.0023790854062990638 0.00044963205495527616 0.0018687596662194728 -0.0016973487275009488 0.0031926411440813623 -0.0025349994698160381 0.0039025662485343412 -0.0031015525379340706 0.00014444881657290278 0.0035909190865901978 -0.0038893474960241671
leaf_weight=0.011070579646059175 0.010121302781762265 0.0083748500965156181 0.018273773223085876 0.025147170454204115 0.020363158149904748 0.016714242390548861 0.011023815901495482 0.0084565442252112488 0.0093152325198389008 0.022986519717960618 0.061105138565835659 0.041253489229347351 0.016668650335048496 0.026861069321966413 0.0038634389638900748 0.015333127462326956 0.02812886673518733 0.0099334176734373614 0.021156413742175473 0.037117268160614003 0.13165842119622084 0.019933991352303337 0.030659432777611073 0.031798655981106094 0.01870947463066841 0.019703724391547439 0.033022931502443398 0.4135260085503103 0.02837024032487534 0.010969488839691066
leaf_count=168 194 3 60 68 424 210 115 51 133 6 190 23 89 39 1 36 50 13 199 63 394 53 38 76 23 28 192 921 9 41
internal_value=0 -1.16317e-05 -4.03635e-05 -2.72037e-06 7.65846e-05 -0.00138698 -0.00046008 0.000664996 0.000126747 -0.000133025 0.000626402 -1.91632e-05 0.00012896 -0.00186812 -8.83371e-05 9.85742e-06 0.000105722 -3.22509e-05 -0.00268729 0.000746349 0.00106523 -0.000894867 0.000594102 0.00094212 0.000521336 0.000899121 0.000101726 -9.55976e-05 0.00189002 -0.000418514
internal_weight=0 1.1515 1.14312 1.13205 1.07071 0.0613418 0.0446275 0.0336037 1.05244 0.692437 0.360001 0.672074 0.622226 0.0498476 0.580973 0.564304 0.548971 0.520842 0.0250199 0.350686 0.293635 0.0570513 0.23253 0.20187 0.170072 0.151362 0.495822 0.446549 0.0492731 0.0209029
internal_count=3910 3716 3713 3545 3101 444 234 119 3041 2043 998 1619 1574 45 1551 1462 1426 1376 200 865 749 116 559 521 445 422 1176 1113 63 54
is_linear=0
shrinkage=0.00388662


Tree=718
num_leaves=31
num_cat=0
split_feature=158 9 30 375 1429 160 14 0 376 367 1373 1 48 42 42 44 1 131 51 47 50 50 33 9 394 16 132 50 50 158
split_gain=0.00781959 0.00847151 0.00819165 0.00786939 0.00804199 0.00822237 0.00808828 0.00975874 0.00843947 0.0186135 0.00961258 0.00979894 0.0155224 0.0119539 0.0158996 0.0117951 0.0132802 0.0158099 0.0139983 0.0131047 0.0150688 0.0125617 0.0114878 0.0123629 0.011161 0.0135382 0.0187667 0.0108841 0.0138106 0.0104709
threshold=0.11034000000000001 -0.016839999999999997 -1.0000000180025095e-35 0.091300000000000006 -1.0000000180025095e-35 -0.092169999999999988 0.077685000000000018 -0.22851499999999997 0.048695000000000009 -0.083499999999999977 0.11103 0.14000500000000002 0.12649500000000002 -1.0000000180025095e-35 -0.088669999999999985 0.085085000000000008 0.10471000000000001 0.088865000000000013 -0.10748999999999999 0.10887000000000001 0.11772500000000001 0.10119500000000002 -0.007134999999999999 0.091370000000000021 -0.083449999999999983 -0.25582999999999995 0.080815000000000012 0.10030500000000002 0.083475000000000008 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 10 -10 11 12 13 14 24 16 17 18 -15 20 -18 22 -20 27 -6 -26 -27 28 29 -24
right_child=-2 2 3 -5 6 -7 7 -9 9 -11 -12 -13 -14 15 -16 -17 19 -19 21 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0038195023347418499 -0.0031875552156121123 -0.0037737747694435906 0.0024964355347057137 -0.0033535546423518626 0.001925854717847726 -0.0038192899861445796 0.003416688271176558 -0.0033278362742066542 -0.0032730105408060794 0.0027833653997020535 -0.0038171894553018734 0.0021467595387297208 -0.0020997730311793981 -0.0038128613028169194 -0.0030944151743938862 -0.0036591497375749083 0.0024055969738210584 -0.0030683014885373116 -0.0038162333984222878 -0.00077329333734713838 -0.0021563281690654139 -0.0038134787707173683 0.00046589748605258962 0.0038512423581724417 0.0020403601118631548 -0.0038077892781650156 0.0017265347229202105 0.0037436841392052235 -0.0034876548526760454 -0.0025128376835381145
leaf_weight=0.0083350131353084889 0.011341761074717849 0.0084500136690618399 0.0037856807975629172 0.010111799903370522 0.027135253011664417 0.014291922804317791 0.003739905830116185 0.018636468065835632 0.009042952093295753 0.039777090233883428 0.0092984682528367557 0.032077653136070694 0.048271404428192 0.012266463934224037 0.036594035824008886 0.010831482674802828 0.10609568557401872 0.02206018111269259 0.0093424189162752969 0.032692102139662893 0.011669258740766963 0.010586744083013855 0.51011771332109623 0.015049772235215642 0.015249720924600751 0.029638820735542026 0.01271156457039524 0.013399350516920094 0.013857975242700604 0.017729729164699393
leaf_count=118 167 4 26 18 70 153 8 106 6 124 17 115 87 110 542 25 284 145 22 35 23 221 959 7 19 252 58 4 107 78
internal_value=0 -7.56784e-06 -3.64482e-05 -7.63552e-06 2.35199e-05 -0.0024967 6.61837e-05 -0.00220058 0.000114698 0.00166154 3.89297e-05 7.52441e-05 5.68543e-06 0.000117736 -0.000995431 0.000289634 0.000344832 9.99651e-05 0.000215998 0.00136105 0.00195356 0.000299749 0.000374893 0.000443568 -8.89587e-05 -0.00103813 -0.00214665 0.00035118 0.000267265 0.000365846
internal_weight=0 1.11285 1.10451 1.09606 1.08595 0.0180776 1.06787 0.0223764 1.0455 0.04882 0.996676 0.987377 0.9553 0.907028 0.121329 0.785699 0.774867 0.62441 0.60235 0.150457 0.117765 0.590084 0.579497 0.570155 0.0847354 0.0576001 0.0423504 0.555105 0.541705 0.527847
internal_count=3910 3743 3625 3621 3603 179 3424 114 3310 130 3180 3163 3048 2961 941 2020 1995 1653 1508 342 307 1398 1177 1155 399 329 310 1148 1144 1037
is_linear=0
shrinkage=0.00381041


Tree=719
num_leaves=31
num_cat=0
split_feature=52 42 50 159 52 151 15 52 50 47 1 51 51 1375 15 13 12 484 0 0 403 132 52 52 4 13 52 1373 47 1186
split_gain=0.0073068 0.00815409 0.00913855 0.00807131 0.00801798 0.012062 0.0102927 0.00997959 0.0150118 0.0100815 0.0127658 0.0172045 0.0151471 0.0172994 0.0129887 0.0171743 0.0157456 0.0122172 0.0164388 0.0124568 0.0155856 0.0150743 0.0149451 0.0126666 0.035857 0.0136919 0.0113845 0.0115088 0.0147471 0.0113732
threshold=0.18936500000000003 0.088465000000000002 0.10340500000000001 -0.030694999999999997 0.14114500000000005 -0.27336999999999995 -0.068324999999999983 0.11588000000000002 0.11219500000000002 0.13206500000000002 0.094485000000000013 0.08955500000000001 0.089005000000000015 -0.089714999999999975 0.035895000000000003 -0.079119999999999982 0.129665 -0.0043499999999999988 -0.23029999999999998 -0.077944999999999987 0.095765000000000017 0.083140000000000006 0.089785000000000018 0.10433000000000002 -0.49837999999999999 0.17936000000000002 -0.42985499999999993 -1.0000000180025095e-35 0.08801500000000001 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -6 9 -9 10 11 12 13 -7 26 -16 -17 -15 -19 21 23 22 29 24 -21 -26 -12 -28 -29 -20
right_child=1 -3 -4 -5 6 7 -8 8 -10 -11 14 -13 -14 17 15 16 -18 18 19 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0029252041865381146 0.0014749471577777146 -0.0034936161695221643 -0.0035225765925919698 -0.0026695592989243303 0.0034447800851644629 -0.0034308976409326139 -0.00010582275702750626 -0.0030195582813974551 0.0035275618752654177 -0.0019402538845055878 -0.0035221138442943323 -0.0024477720030347486 0.0029635159737673509 -0.0035219249729937802 0.0024462418246230114 -0.0030656511150608592 0.0027348458127042031 0.0030954202313507873 -0.00028969368239269264 -0.0029867564885244784 -0.0035258113717701162 -0.0035256129868316056 -0.0035260249130515085 0.0034242541154715978 0.001705511571346975 -0.0023492566597517494 -0.0013708768981210745 0.0023409822910390845 0.00041639421235193822 0.0021287637316998518
leaf_weight=0.017533338236944362 0.023581263597577617 0.015027271105381601 0.0092997945822475003 0.0077322287947795268 0.0191047149228325 0.018561164721859202 0.021506589832682721 0.026153495501915813 0.0052032658716143479 0.029495895506443048 0.0062970962730446436 0.037214429979115948 0.020894064313552008 0.011789857856683628 0.014807678201805174 0.031813607913477426 0.0070920358630246474 0.021798269583086838 0.2713109380166826 0.028663554410286451 0.01029714160659978 0.01849242104222526 0.016406428338157752 0.022096151860068858 0.12039071111615873 0.011287417928087962 0.018606913878102205 0.11600287352530358 0.08584989627718187 0.02644484446517481
leaf_count=85 69 214 115 51 24 41 27 123 12 39 120 156 11 366 25 102 14 11 911 52 40 111 159 34 299 16 10 489 131 53
internal_value=0 -0.00127819 -0.000458465 0.000451546 3.13169e-05 -3.1291e-05 0.00156448 2.0645e-05 -0.00193314 8.54331e-05 0.000150653 -0.000125375 1.90466e-05 -8.74777e-05 0.000776234 -0.000780265 -0.00200829 2.35424e-05 9.9934e-05 -2.43479e-05 0.000687767 -0.000436936 -0.000255128 0.000925589 0.000581257 0.00135794 0.00114493 0.00127824 0.00152244 -7.49011e-05
internal_weight=0 0.0556406 0.0406133 0.0313135 1.03511 0.994503 0.0406113 0.97697 0.0313568 0.945613 0.916117 0.635647 0.598433 0.577539 0.28047 0.0537133 0.0389056 0.558978 0.547188 0.52539 0.192735 0.332655 0.314162 0.182438 0.160342 0.131678 0.226757 0.22046 0.201853 0.297756
internal_count=3910 449 235 120 3461 3410 51 3325 135 3190 3151 2260 2104 2093 891 141 116 2052 1686 1675 441 1234 1123 401 367 315 750 630 620 964
is_linear=0
shrinkage=0.00352023


Tree=720
num_leaves=31
num_cat=0
split_feature=11 39 51 3 402 1366 480 1373 41 158 484 101 401 155 49 49 151 147 14 151 1 2 0 42 394 133 2 3 3 3
split_gain=0.00721526 0.00730503 0.0110469 0.0107173 0.0125418 0.00862594 0.0084512 0.00823119 0.00807445 0.00762224 0.00753041 0.0076445 0.00767875 0.00757117 0.00768072 0.00806677 0.0101614 0.00937287 0.0133365 0.0104971 0.0148201 0.0197309 0.016643 0.0162335 0.020036 0.0166176 0.0229849 0.0134236 0.0126624 0.0132507
threshold=0.10553000000000001 0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.084450000000000011 -1.0000000180025095e-35 0.08456000000000001 0.11103 0.081095000000000014 0.11015500000000002 0.11701500000000002 -0.08175499999999998 0.10072000000000002 0.10222000000000002 -0.54068499999999997 -0.4233599999999999 0.13635000000000003 0.088565000000000019 0.077685000000000018 0.056555000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.084794999999999995 -1.0000000180025095e-35 -0.083449999999999983 0.084285000000000013 0.10679500000000001 -0.083604999999999985 -0.08348499999999999 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 8 -1 7 9 -4 10 11 -7 13 14 -13 -16 17 18 19 20 22 -22 27 24 -24 -25 -27 -17 -29 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 23 25 -26 26 -28 28 29 -31
leaf_value=-0.0030039599560087072 -0.0029785555991038055 -0.0038155596171614947 0.0026343219769999959 -0.0013374428796226474 -0.0038130689585808672 -0.0038219890887324923 -0.0028313921588466436 -0.0038163343896292345 -0.0023333203748640468 -0.003724640342353867 -0.0038111705723480726 -0.0038167178392250613 -0.0034766366205539185 -0.0032285986040212575 0.0028698801538207218 -0.0038163969776074799 -0.0030027693521893837 0.0025603657210568403 -0.0034706262356155636 -0.0011427116332405353 -0.00016545656162553164 0.0015944212089990301 0.0015665548114869247 0.0017180337423852946 -0.0038137627073826456 -0.0029371041563439832 0.0034300695196813318 0.0037844854254375304 -0.0038201713546591872 -0.00032695020949262789
leaf_weight=0.014714453498413382 0.011968558131229767 0.0066029527382056577 0.068757328904609949 0.018456676828463969 0.0052333768591097387 0.0072147938171835948 0.015740784610393632 0.0081967016844828322 0.0051032782718039007 0.0078257453153582901 0.0072648402403245873 0.0068929939588996394 0.0085516976479169671 0.0095142122529807693 0.016380745452806766 0.025175476762356652 0.01440491129324073 0.024225904543072829 0.014467176868436127 0.074113324978043238 0.15676910614195094 0.22561186953350898 0.016724338498192881 0.11859180570599004 0.025178832537761764 0.028756503072031592 0.011533195561298726 0.0083695617540797684 0.020357796682958451 0.069904912640822547
leaf_count=66 35 20 340 37 23 6 260 17 31 152 115 6 186 167 17 288 33 110 77 69 512 342 38 118 305 172 42 3 138 185
internal_value=0 -3.05643e-06 0.000954239 0.00127709 0.0018872 -0.000109525 -6.33201e-05 -1.52292e-05 0.00229109 1.94728e-05 5.23945e-05 8.41912e-05 0.00011638 0.000151821 0.00018933 0.000221795 0.000169795 0.000225542 0.000154443 0.000221586 0.000364608 0.000872904 -0.000234182 0.000443346 -0.00166638 0.000999761 -0.00111446 -0.00133296 -0.000699074 -0.00111481
internal_weight=0 1.04064 0.104154 0.0975507 0.079094 0.936482 0.921767 0.906026 0.0738606 0.89783 0.890004 0.882739 0.875524 0.866973 0.857458 0.850565 0.834185 0.81978 0.795554 0.781087 0.706973 0.382381 0.324592 0.200785 0.0419032 0.158882 0.0402897 0.123808 0.0986323 0.0902627
internal_count=3910 3875 451 431 394 3424 3358 3098 371 3081 2929 2814 2808 2622 2455 2449 2432 2399 2289 2212 2143 854 1289 675 343 332 214 614 326 323
is_linear=0
shrinkage=0.00381041


Tree=721
num_leaves=31
num_cat=0
split_feature=160 1 484 52 47 15 48 14 1 3 3 12 15 402 133 12 48 1374 52 133 160 3 133 47 2 4 0 157 13 1
split_gain=0.0318403 0.035162 0.0444597 0.0382802 0.0358392 0.0402592 0.0478179 0.0492966 0.0333347 0.0311393 0.0321581 0.0400351 0.048401 0.0387691 0.0353886 0.0366188 0.058008 0.0335958 0.0346847 0.0312536 0.0382844 0.0397457 0.0539535 0.0381306 0.0355605 0.0319179 0.0310109 0.0308314 0.0293332 0.0295211
threshold=-0.51385999999999987 0.094485000000000013 -0.0043499999999999988 -0.42985499999999993 0.096300000000000011 0.035895000000000003 0.12862000000000004 -0.24168999999999999 0.11026000000000001 -0.11266 0.084925000000000014 0.094045000000000004 0.088190000000000004 -0.47918499999999992 -0.090054999999999982 0.086935000000000012 0.091555000000000011 -0.094679999999999986 -0.087604999999999988 -0.085714999999999986 -0.079684999999999992 -0.084129999999999996 0.077945 0.09550500000000002 0.087995000000000004 -0.030814999999999995 -0.10303999999999998 -0.016164999999999995 -0.057284999999999996 0.13026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 27 -7 -4 11 12 14 -13 -11 19 -17 -12 -19 -16 -21 -22 23 24 -23 -26 -10 -5 29 -6
right_child=1 3 9 4 28 8 -8 -9 26 10 17 13 -14 -15 15 16 -18 18 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013369584790027215 -0.0014565352960453101 -0.0015793313961883651 0.00037901725957702697 0.0015825175255658847 -7.2209428816396941e-05 -0.0010376843010493396 -0.00074611957167280073 0.0011334338250551762 0.0014200044271985501 -0.0015808250873947632 -0.0007707044056309135 0.0013050840125932101 0.00047702060760609042 -0.0015832323773377849 0.0014005353602604806 -0.0015047976982053208 0.00048231482525941909 -0.00079718633759452446 0.00060765205580213459 -0.0015241240027354817 -0.0015791424172400053 -0.0013277556690797817 0.00093954691196627873 0.0011493087352033959 0.0015726583498228202 -0.00083913849566251571 -0.00046081481113425035 -0.00038012440182369982 -0.00062011865597569305 0.0015236979911595653
leaf_weight=0.046851041508830682 0.063921349462077948 0.029190555525474227 0.26485255449324574 0.024575823375016626 0.11613598266103509 0.07155041490250369 0.053660450736060739 0.34745901814585511 0.040718593329074793 0.062042793377145466 0.077645067824050784 0.013065280936643831 0.17896717997768974 0.10012541006130959 0.032744775501669432 0.12659283320442682 0.051354937989913196 0.052000979610966169 0.27399408459677943 0.047909477722896776 0.036397033209027652 0.093118848421907763 0.12952476393820689 0.032620150246657431 0.02530789325828664 0.029614125319312734 0.046924690002924763 0.10473752843063255 0.17412506563232455 0.038341697174473666
leaf_count=184 484 143 174 45 77 100 14 488 18 183 11 8 320 429 18 356 33 49 63 112 136 93 50 3 5 37 53 84 113 27
internal_value=0 -2.58465e-05 -0.000166431 0.000201226 0.000252271 0.000456498 0.000665236 0.000824083 -0.000239015 -0.000115773 -0.000211917 -0.000369033 -0.000251212 -0.00124984 -0.000446543 -0.000330257 -0.000931326 0.000161523 0.00038356 -7.99074e-05 -0.000202791 -2.01385e-05 0.000162794 -0.000394098 -0.000734181 0.00027221 0.000413004 -7.12702e-06 -0.000176332 0.000323898
internal_weight=0 2.73922 1.6918 1.04742 1.01823 0.689627 0.530433 0.476772 0.159194 1.62788 1.36303 0.959386 0.846195 0.113191 0.667228 0.605185 0.177948 0.40364 0.325995 0.427237 0.394492 0.346583 0.310186 0.180661 0.148041 0.054922 0.0876433 0.129313 0.328603 0.154478
internal_count=3910 3726 2564 1162 1019 802 631 617 171 2080 1906 1783 1346 437 1026 843 389 123 112 454 436 324 188 138 135 42 71 129 217 104
is_linear=0
shrinkage=0.00157699


Tree=722
num_leaves=31
num_cat=0
split_feature=1429 15 50 15 480 158 13 131 16 403 49 133 0 1 403 3 122 123 452 146 16 160 13 13 160 403 133 52 156 1374
split_gain=0.00725672 0.00796531 0.0114426 0.0100035 0.00929805 0.00836731 0.0099542 0.0179569 0.0147243 0.013769 0.0117157 0.0167901 0.0172997 0.0153988 0.0106484 0.0112216 0.0101176 0.00973016 0.011495 0.00926977 0.00892017 0.013303 0.0161648 0.0153126 0.0130444 0.0113923 0.0134456 0.0104544 0.0105601 0.00996707
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11843500000000001 -0.19153499999999998 0.08456000000000001 0.085745000000000002 -0.094679999999999986 0.094610000000000014 0.3935300000000001 -0.088854999999999976 -0.080639999999999976 -0.0056849999999999991 -0.084304999999999977 0.091655000000000014 0.10150000000000002 -0.15121499999999996 1.0000000180025095e-35 0.083190000000000014 0.085195000000000007 0.089495000000000005 -0.014099999999999998 0.086620000000000016 -0.075169999999999987 -0.086154999999999995 1.0000000180025095e-35 0.092300000000000007 -0.090054999999999982 -0.092854999999999979 0.080810000000000007 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 10 -8 13 12 -12 -5 15 -11 19 18 -7 20 25 22 23 -22 -24 26 -17 -28 29 -29
right_child=1 3 -4 4 -6 17 9 -9 -10 14 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0022245406548729771 0.0021576196159065245 -0.0022179482569866993 -0.001624526106154902 -0.0028427260447469408 -0.003318645861866254 -0.0031737139106992949 -0.0033186691741942031 -0.0031313669131892772 -0.0022994624144453192 0.0015821362192253233 -0.0027854905654098542 0.0025057197296921032 0.0023956913095255837 0.0021314296180028826 -0.002555732212447679 -0.0033190153365722065 -0.0033228156460346444 0.0022630471896532829 0.0022607949287671101 -0.0033232773973559974 0.0021992098922162394 0.0024464718883990587 0.00092823937040371061 -0.0032041133207849001 -0.0025136853948857446 0.0023075926257282186 -0.003111075746182447 6.1465981191986731e-05 -0.0033229520844300958 -0.0031000279374968683
leaf_weight=0.016351910866149066 0.038568466108244936 0.023150283528458604 0.011404971074625792 0.014990031192610331 0.0092603127191210888 0.025946057623968954 0.014207613300214805 0.011924348230706983 0.013002208261468695 0.048550250104199111 0.015415222058720701 0.093148462045746672 0.013132299598510144 0.012609027711732779 0.017780174836275364 0.01648852660272826 0.010362153638197924 0.0062381296484090845 0.0051295234952704041 0.0092045493697696656 0.0075443567800164138 0.034679759254132136 0.14709782290015072 0.024555658348276665 0.01320368831113683 0.018056108977873464 0.013598132765878179 0.3306778684856938 0.011156541672278308 0.011349577047894854
leaf_count=181 289 89 22 32 245 290 418 18 16 122 84 149 9 28 184 173 13 23 4 13 60 144 304 243 42 17 21 623 30 24
internal_value=0 2.8783e-06 0.00129446 -6.34943e-05 -1.09547e-05 2.1629e-05 8.52562e-05 0.000797553 0.00108622 -8.50875e-05 0.00138108 0.00182361 -0.000402067 -0.000570211 -2.07712e-05 4.39387e-05 -7.13125e-05 -0.00151771 -0.00227666 -1.84708e-05 2.99361e-05 0.000555341 0.000214471 -0.00193419 0.000644735 -0.000267352 -0.000388659 -0.000256926 -0.000147037 -4.34426e-05
internal_weight=0 1.02243 0.0499734 0.972459 0.949308 0.940048 0.902734 0.174222 0.162297 0.728513 0.149295 0.121696 0.0285475 0.0275991 0.714305 0.696525 0.647975 0.0373137 0.0310756 0.637613 0.628408 0.227081 0.192402 0.0321 0.160302 0.401327 0.383271 0.366782 0.353184 0.342027
internal_count=3910 3729 311 3418 3329 3084 2767 336 318 2431 302 242 93 60 2013 1829 1707 317 294 1694 1681 793 649 303 346 888 871 698 677 647
is_linear=0
shrinkage=0.00331719


Tree=723
num_leaves=31
num_cat=0
split_feature=147 1348 1452 11 4 41 3 4 160 1 2 48 52 130 122 38 1375 4 0 1 15 4 0 2 12 12 0 13 13 12
split_gain=0.0068895 0.00708321 0.00849448 0.00800771 0.0145526 0.0110577 0.00848675 0.0123266 0.00906319 0.00941875 0.0101518 0.0100352 0.00994724 0.0101373 0.0101492 0.0112307 0.0109502 0.0104275 0.0109713 0.0110232 0.00989707 0.0166914 0.0118538 0.0113417 0.0119569 0.0146854 0.0120191 0.0116089 0.0160116 0.0150456
threshold=-1.0000000180025095e-35 0.084895000000000012 0.090425000000000019 0.08184000000000001 0.28937500000000005 0.081670000000000006 -0.14218999999999996 -0.48072499999999996 -0.51385999999999987 0.094385000000000011 0.13215000000000002 -0.084204999999999988 -0.42985499999999993 -0.24153999999999998 0.10299000000000001 0.13584500000000002 -0.43271999999999994 0.053925000000000008 -0.087359999999999979 0.10444500000000001 -0.0058549999999999991 -0.0031049999999999997 0.047345000000000005 -0.013084999999999998 0.084235000000000018 0.086865000000000012 -0.11524 -0.5337599999999999 -0.09547499999999999 0.10129000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 -2 -8 10 20 -11 -13 -14 15 16 -15 18 -18 -20 21 22 -10 -22 -25 -26 -27 -28 -29 -30
right_child=1 -3 -4 4 5 -7 8 -9 9 11 -12 12 13 14 -16 -17 17 -19 19 -21 23 -23 -24 24 25 26 27 28 29 -31
leaf_value=-0.0027630384280614836 -0.00095600514968059767 0.00246450716864849 -0.0033893297700476124 -0.0033865496493533558 0.0026930831473511675 -0.0013684631679671811 -0.0033857403455504133 0.0023228685379622603 -0.0028811249567189208 -0.0020334352889169638 -0.0033687758787186869 -0.0033853318485879743 -0.0032654473762978903 -0.0013058198930754586 -0.0028960646006540151 -0.0033875740668524792 0.0031132042944766051 0.00069667899784833646 -0.0023737511207166128 0.0018166881125922061 -0.0033854366821029023 -0.00022992738035506499 0.0033879657065308336 0.0013997936635724193 -0.0029103206330333476 -0.0033944593785063901 -0.0033990076341684286 0.0023811961818663149 0.0003963881236328408 -0.0033975579198518031
leaf_weight=0.010466341756682596 0.019167776597669217 0.01313747676613275 0.0085752505585219296 0.022071194239828174 0.012359969550743699 0.020241629166775965 0.0090554604798853688 0.04164403175212783 0.046442455996860588 0.016614833107269078 0.011601019708137983 0.006730097522080313 0.0069019574484627802 0.01943634424242191 0.0078547910889028572 0.006472179840784519 0.057720298679669213 0.12463256407829704 0.0095328251014166199 0.029200784973284044 0.0095723251197341597 0.19780480386872057 0.0037302757045836179 0.08815136747821839 0.019161040207308133 0.010075111340484 0.0087304690387099981 0.043087811498224937 0.11146394626064193 0.013405706612104495
leaf_count=36 20 66 104 157 36 26 166 126 503 35 58 60 7 6 11 8 118 401 123 118 35 506 5 164 227 7 2 41 632 106
internal_value=0 -3.47643e-06 -3.65127e-05 -6.95948e-06 -0.00126496 0.000171357 6.79468e-05 0.00128937 -1.86861e-05 1.72557e-05 -0.000236398 0.000518365 0.000676281 0.000780712 0.000890292 0.0010107 0.00112906 0.00134311 0.0021784 0.000785369 -0.000170522 -0.000672034 -0.00241503 0.000239043 0.000357022 -8.9365e-05 0.000200052 0.000405019 0.000602753 -1.09208e-05
internal_weight=0 0.994576 0.981438 0.972863 0.0546728 0.0326016 0.91819 0.0608118 0.857378 0.848323 0.563226 0.285097 0.268482 0.261752 0.25485 0.246995 0.240523 0.221086 0.0964539 0.0387336 0.551625 0.247978 0.0501727 0.303648 0.294075 0.205924 0.186763 0.176688 0.167957 0.12487
internal_count=3910 3874 3808 3704 219 62 3485 146 3339 3173 2286 887 852 792 785 774 766 760 359 241 2228 1014 508 1214 1179 1015 788 781 779 738
is_linear=0
shrinkage=0.00338353


Tree=724
num_leaves=31
num_cat=0
split_feature=39 51 1 0 38 457 13 132 52 13 131 157 159 16 16 160 151 1 15 15 403 13 0 13 13 52 133 3 34 42
split_gain=0.0260278 0.0274346 0.0315053 0.0330846 0.0283812 0.025635 0.0340155 0.0407604 0.0291458 0.0394255 0.0379272 0.0325819 0.0335875 0.0289404 0.0289356 0.0373458 0.0368727 0.0375231 0.0355121 0.0282324 0.0275085 0.0267261 0.0396554 0.0372635 0.0256721 0.0252762 0.0302822 0.0259892 0.024385 0.0250644
threshold=0.005105000000000001 -0.40274499999999996 0.088010000000000019 0.12007500000000002 0.13905500000000001 0.081330000000000013 -0.094679999999999986 0.079995000000000011 -0.015039999999999998 -0.086679999999999993 0.097135000000000013 -0.07637999999999999 0.084410000000000027 0.41022000000000008 -0.094359999999999986 0.086110000000000006 -0.083919999999999981 0.088385000000000005 -0.073314999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082014999999999991 -0.083934999999999996 -0.014114999999999997 -0.091849999999999987 0.11588000000000002 -0.26719999999999994 0.15165000000000003 -1.0000000180025095e-35 -0.11145999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 25 8 10 -10 11 12 -8 20 15 -7 17 -16 -18 -20 -9 22 -11 -23 -13 26 -1 -27 -25 -30
right_child=1 2 4 -5 -6 14 7 13 9 21 -12 24 -14 -15 16 -17 18 -19 19 -21 -22 23 -24 28 -26 27 -28 -29 29 -31
leaf_value=-0.0013495146928795265 -0.0013497814028560942 -0.00093301060562770918 0.00087068182587938972 0.00091685675986524892 -0.0013510677972801862 0.00073582532109889548 -0.0012646043933649792 -0.0013467111155478304 -0.0013493131154277472 0.00097882429493767508 0.00075509202833380195 0.0013084468311972582 0.0004209894642325493 -0.0013355398677846987 -0.00098696669970100583 -0.00068679015062468379 0.0013046375149414183 0.00065750450471168613 -0.00086824639317107061 0.00088354421352162724 0.00086903858484579152 -0.0010219706058191189 -0.0013477850579045117 -0.0013367281454265357 -0.001101954149383897 -0.0013532935163839029 0.00039643847818229149 0.00067240090877439024 -0.0013520014928469488 2.6187112454395873e-06
leaf_weight=0.018969563010841739 0.016268682977624849 0.049535772807303036 0.18031442797837371 0.027094320794276427 0.01105436310172081 0.048151398178561067 0.031307216512232117 0.011179425452951364 0.050653316081366251 0.074453184545632212 0.032469628012222529 0.0082766175096367078 0.067778012817370836 0.014682613144032075 0.051314236489815812 0.10933048388687894 0.11109393138940504 0.049271937168668956 0.031330782134318613 0.035607279720352381 0.11026124216277811 0.090153965350964649 0.016149837797002187 0.027802431883174661 0.2434841508373895 0.035220455278704321 0.35063383188799013 0.017017119008869486 0.025744970900746345 0.63660367497044323
leaf_count=41 20 67 354 14 4 51 145 91 233 148 32 5 70 26 88 19 26 19 16 28 147 533 67 24 540 58 283 28 82 651
internal_value=0 0.000347301 0.000450321 -0.000278948 0.000742343 -8.44147e-05 -0.000153182 -0.000251588 -0.000324701 -0.000194969 -0.0006366 -0.000765396 -0.000111595 0.000449274 0.000209333 -0.000251814 0.000469984 -0.000181426 0.000838024 6.36076e-05 0.000665064 -0.000127831 0.00056411 -0.000208174 -0.00102271 0.000182969 0.000306829 -0.000693395 -0.000101868 -5.00343e-05
internal_weight=0 0.284268 0.267999 0.0766301 0.191369 2.29894 1.86284 1.441 1.30488 0.921561 0.383316 0.350846 0.0990852 0.136123 0.4361 0.157482 0.278618 0.100586 0.178032 0.0669381 0.121441 0.870908 0.090603 0.780305 0.251761 0.421841 0.369603 0.0522376 0.690151 0.662349
internal_count=3910 459 439 81 358 3451 3204 2794 2530 1738 792 760 215 264 247 70 177 107 70 44 238 1505 215 1290 545 410 324 86 757 733
is_linear=0
shrinkage=0.00134594


Tree=725
num_leaves=31
num_cat=0
split_feature=455 101 101 403 403 133 52 52 15 123 151 133 147 52 13 15 151 457 151 3 3 131 50 160 16 16 13 40 16 16
split_gain=0.00682533 0.00686445 0.00727816 0.00669071 0.00710573 0.008858 0.00877946 0.0145152 0.0122906 0.0114298 0.0130647 0.0114971 0.010437 0.00981238 0.0134281 0.0117895 0.0113439 0.0111501 0.0127674 0.0297501 0.0216793 0.0109137 0.0102323 0.0111573 0.0136008 0.0141783 0.0138319 0.0135678 0.012809 0.016348
threshold=0.10340500000000001 -0.08175499999999998 -0.041339999999999995 0.41668500000000003 0.37674000000000007 -0.10870499999999998 0.16064500000000001 0.14114500000000005 -0.09547499999999999 1.0000000180025095e-35 -0.27336999999999995 -0.085714999999999986 1.0000000180025095e-35 0.11588000000000002 -0.091849999999999987 -0.19153499999999998 -0.083274999999999988 0.081330000000000013 0.056555000000000001 0.090325000000000003 -0.08348499999999999 0.097135000000000013 0.082725000000000007 0.086620000000000016 -0.083144999999999983 -0.084184999999999996 -1.0000000180025095e-35 0.053870000000000008 -0.0060199999999999993 0.050115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -8 10 -7 -12 -10 14 15 -13 -17 21 19 20 -19 22 23 24 25 26 -16 28 -26 -30
right_child=-2 2 3 -5 -6 6 8 -9 12 -11 11 13 -14 -15 17 16 -18 18 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0031346480035487536 -0.0026833781264687167 0.0022646836258868432 -0.0013906794765791057 -0.0031276212136126906 0.0026185244451862847 -0.0029553496668755261 0.0010912635227037189 0.0028613377882305809 -0.0025337449166050719 0.00159122015588206 0.0016087857360703409 -0.0015319289667356511 0.002715000494602503 -0.0019410981137565823 -0.002849130059780474 -0.0018937986024901833 0.0015584279279451058 0.0013473761654680871 -0.00066996535580241413 0.0030879173292086629 -0.0031050093374857157 0.0013122599286745271 -0.0025577680031025505 -0.0023566288464799212 -0.0024654895361456621 0.0031110184021302827 0.00046556499774588354 0.0025003698857365328 0.00087639662715109645 -0.0013333811986274142
leaf_weight=0.0067950742068205719 0.0093765890233044047 0.013888973859138787 0.043951223643304616 0.0066981738598315124 0.010076244676611168 0.014558891152660181 0.017499085279382598 0.018573980385554023 0.038132961004080812 0.045415532383060508 0.042753254768960858 0.016973540437447809 0.0040996882016770533 0.026102977910056779 0.013960458972263723 0.010191812927700994 0.10633918488548488 0.025156934375104356 0.051710815536353039 0.04443046648998461 0.018575886708276812 0.031550150667740695 0.024429613344167933 0.028195926055815335 0.045638090259245701 0.017190486994422827 0.10347297365694885 0.011321384311258953 0.050132098165420302 0.094139606695648581
leaf_count=6 31 3 434 107 15 77 62 21 356 284 89 54 6 92 176 22 194 68 24 48 22 203 312 164 366 9 127 21 131 386
internal_value=0 -3.75876e-06 1.80578e-05 -1.44027e-05 7.44254e-06 -2.04135e-05 4.64625e-05 0.000128725 -0.00111151 6.6997e-05 -2.21137e-05 3.39096e-05 -0.00202423 -5.96692e-05 1.11561e-05 0.00090198 0.0012565 -0.000201253 0.000563154 0.00128642 -0.000543812 -0.000455808 -0.0005994 -0.000467984 -0.000309428 0.000459637 7.15148e-05 -0.000823933 -0.00102211 -0.000565519
internal_weight=0 0.981955 0.97516 0.961271 0.954573 0.944497 0.900546 0.840814 0.0597317 0.82224 0.776825 0.762266 0.0422326 0.719512 0.693409 0.133505 0.116531 0.559905 0.139874 0.0881633 0.0437328 0.420031 0.388481 0.364051 0.335855 0.134624 0.117433 0.201231 0.18991 0.144272
internal_count=3910 3879 3873 3870 3763 3748 3314 2890 424 2869 2585 2508 362 2419 2327 270 216 2057 162 138 90 1895 1692 1380 1216 312 303 904 883 517
is_linear=0
shrinkage=0.00312586


Tree=726
num_leaves=31
num_cat=0
split_feature=31 30 1338 4 483 1211 480 11 1 0 3 151 4 2 3 52 16 14 48 15 13 13 403 1 123 40 4 475 1 49
split_gain=0.00652421 0.00697671 0.00702233 0.00695253 0.00762999 0.0076217 0.0075152 0.00701031 0.00760531 0.0127407 0.015193 0.0124256 0.0141169 0.011981 0.0208728 0.0269649 0.0273713 0.013474 0.0106681 0.0105268 0.0104016 0.0109171 0.0106151 0.0102023 0.0102451 0.0101298 0.0121879 0.0166344 0.00977995 0.0157779
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.51224500000000017 0.088030000000000011 0.082530000000000006 1.0000000180025095e-35 0.088315000000000018 0.076710000000000014 -0.084794999999999995 -0.083604999999999985 0.056555000000000001 0.0045450000000000013 0.075670000000000015 0.076695000000000013 -0.074484999999999982 -0.19424999999999998 0.073890000000000011 0.086065000000000016 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 0.096520000000000009 0.08844500000000001 0.090655000000000013 -1.0000000180025095e-35 0.0021050000000000005 -0.083684999999999982 0.089175000000000018 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 10 -3 13 -13 23 17 28 -17 -15 19 -11 -21 -22 -23 -10 -25 -12 27 -27 29 -16
right_child=1 2 -4 -5 -6 -7 -8 -9 11 18 25 12 -14 14 15 16 -18 -19 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.003134000251492249 -0.0035328536945152928 -0.0035241055651604632 -0.0035243949250917603 0.0031152721157196692 -0.0019349622507596389 -0.0034057608220053577 -0.003521754339044508 -0.001483552457420504 -0.0029630148902709983 -0.0035222452008021286 -0.0035238927002080658 -0.0024437027315145571 0.00067428703929514275 0.0031221350563731343 0.0027876223325908772 -0.0011206281369936589 0.0025836934030929572 -0.0021712792874016397 0.0019525764415315207 -0.0035331641777404362 0.0035274414186665277 0.0002987751443745576 -0.0035246969009923687 0.00042153826874868905 -0.0034011898717736227 0.0034366836050282678 0.00065640351269679524 -0.0035291381130990894 -0.0025706074223632177 -0.0025594022483219148
leaf_weight=0.0080032616716607663 0.0071053563151508561 0.026015510746937309 0.0070790939400922062 0.0087658176724971781 0.025461412003309647 0.0079805843525662112 0.0072417366866872604 0.03420748549112318 0.014034680124126453 0.010422521903109327 0.012350386766343036 0.036900912252349372 0.035119757741085778 0.069997355909663383 0.014228463104245748 0.035268381004698313 0.082633305952299452 0.0065133979559277569 0.038359430986247389 0.0091777544002979994 0.012165385123807937 0.14806782296680865 0.0095802865275800286 0.13696698598641888 0.0092761791167959018 0.0052982134984631548 0.068077674178596226 0.021435336584545439 0.036168347610157525 0.013166971037662734
leaf_count=113 2 325 23 129 295 203 174 128 101 225 54 54 41 221 8 89 105 50 82 3 7 491 63 467 14 10 140 177 75 41
internal_value=0 -5.77202e-05 -3.15068e-05 -5.058e-06 -3.45924e-05 1.91309e-05 4.97497e-05 7.89602e-05 0.000141752 -0.000246044 -0.00111097 0.000427255 -0.000923264 0.000659806 0.00112942 0.000479241 0.00147561 0.0026715 0.000259673 -8.31678e-05 0.000117087 0.000314369 6.64225e-05 -9.60718e-05 0.000179063 -0.000525141 -0.000134515 -0.00214861 -0.00136887 0.000217701
internal_weight=0 0.949067 0.941961 0.934882 0.926116 0.900655 0.892674 0.885433 0.851225 0.36095 0.133177 0.490275 0.0720207 0.418254 0.257976 0.181465 0.117902 0.0765108 0.227773 0.189414 0.178991 0.169813 0.157648 0.160278 0.146243 0.107162 0.0948112 0.0267336 0.0635638 0.0273954
internal_count=3910 3797 3795 3772 3643 3348 3145 2971 2843 1577 706 1266 95 1171 589 318 194 271 871 789 564 561 554 582 481 381 327 187 124 49
is_linear=0
shrinkage=0.00352023


Tree=727
num_leaves=31
num_cat=0
split_feature=1213 475 1456 453 4 11 403 474 47 1456 43 16 150 13 123 2 160 16 147 0 160 3 16 43 16 0 15 0 0 159
split_gain=0.00642846 0.00997413 0.00655483 0.00736455 0.00706615 0.0174517 0.0086558 0.0080478 0.00926133 0.00957722 0.00731116 0.0132669 0.0119672 0.012754 0.0122306 0.0118952 0.0136816 0.0127408 0.0129769 0.0110935 0.015342 0.0111749 0.0103038 0.0102444 0.0101142 0.0166648 0.00964618 0.0101073 0.0139137 0.00905585
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.089535000000000017 0.27020000000000005 0.08184000000000001 -0.084084999999999979 -1.0000000180025095e-35 0.096475000000000019 1.0000000180025095e-35 -0.074254999999999988 0.15737500000000001 0.09202500000000001 0.17936000000000002 0.08406000000000001 0.086650000000000019 0.085220000000000004 -0.014099999999999998 0.085765000000000022 -0.070894999999999986 -0.084699999999999984 -0.08824499999999999 -0.49914499999999995 -0.0037249999999999996 0.22945500000000005 -0.10303999999999998 -0.10312999999999999 -0.10071499999999999 -0.084304999999999977 0.081445000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -6 9 -9 12 15 13 19 -14 16 23 18 -17 20 -8 -22 -23 -12 25 -15 -25 -28 -29 -24
right_child=2 -3 3 -5 7 -7 10 8 -10 -11 11 -13 14 24 -16 17 -18 -19 -20 -21 21 22 29 26 -26 -27 27 28 -30 -31
leaf_value=0.0031912158557990565 -0.0017863577340429591 -0.0026648835863225103 -0.0023998067343590575 -0.0022309026420204952 -0.0032023439608020927 -0.0030152392752011404 -0.0025733706076821266 0.0022614182306501967 -0.00039595804628979851 -0.0017240658097419951 -0.0031446871665388857 -0.0014811559455623802 -0.0028651013408083621 0.0011890701087092456 0.0031913006868894271 0.00038052965151156817 -0.0031082646122222272 0.0020427655462096055 -0.0029576107409566973 0.0022541259022856165 -0.001704336589834856 -0.00300460831060801 0.0020794665092122946 -0.0024958450808854507 0.0010326403997349477 -0.0029365102172420206 0.0011567824883493448 -0.0031913251438527462 0.00055238874641880796 -0.0010176594854291378
leaf_weight=0.0035189707996323696 0.020088408702036986 0.018502160821761038 0.014170899947430371 0.0140913300081138 0.0045874364559494998 0.019129441583459084 0.013702418579839559 0.054874219392047507 0.027939206744349576 0.0069001299189039847 0.011355064756685351 0.063574447358320185 0.017938873567288738 0.01584689680566953 0.0041794293692873899 0.19199318716240299 0.019549689227460476 0.045339556873855713 0.012616560965398094 0.063195149943169326 0.013373539027767833 0.0050555872530821935 0.074399595298174859 0.013691753677335328 0.029248053371020433 0.026763237348603752 0.063443003386964847 0.016090353105425947 0.027071449179857154 0.011018747895121805
leaf_count=4 332 588 425 49 4 151 192 379 45 11 84 187 127 8 14 341 32 119 13 171 73 3 190 22 34 70 35 58 87 62
internal_value=0 -0.00172908 1.45154e-05 5.55721e-05 9.27321e-05 -7.81731e-06 6.85216e-05 0.000916682 0.0011273 0.00181624 0.000115825 -0.000127932 0.000528171 0.000725085 -0.0017207 8.65267e-05 -0.000619387 0.000513553 0.000174695 0.00117682 0.00059765 0.00101606 0.00141818 -0.000249799 -0.000411153 -0.00140219 2.3456e-05 0.000347022 -0.000843236 0.00167995
internal_weight=0 0.0220211 0.901228 0.881139 0.867048 0.772747 0.753617 0.094301 0.0897136 0.0617743 0.739447 0.464725 0.274722 0.252603 0.0221183 0.401151 0.151201 0.249949 0.20461 0.180745 0.11755 0.103847 0.0904739 0.131652 0.0718582 0.0426101 0.120297 0.106605 0.0431618 0.0854183
internal_count=3910 592 3318 2986 2937 2498 2347 439 435 390 1922 978 944 803 141 791 318 473 354 691 520 328 255 286 112 78 202 180 145 252
is_linear=0
shrinkage=0.00318838


Tree=728
num_leaves=31
num_cat=0
split_feature=393 156 158 9 30 104 1365 1 1375 401 132 147 483 4 15 48 4 15 1373 4 48 2 48 1 0 1374 123 130 128 101
split_gain=0.00630554 0.00621835 0.00615864 0.00646959 0.00671833 0.00610827 0.00618056 0.0064015 0.00975434 0.00997993 0.0095777 0.00967021 0.00977114 0.00967012 0.00973715 0.0126443 0.0125196 0.0144869 0.00878512 0.00835228 0.00953997 0.0128949 0.016465 0.0120661 0.00964104 0.00869853 0.00940287 0.00888458 0.00941434 0.00956687
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11034000000000001 -0.016839999999999997 -1.0000000180025095e-35 0.087185000000000012 1.0000000180025095e-35 0.085835000000000009 -0.029589999999999995 0.083100000000000021 -1.0000000180025095e-35 0.085530000000000009 0.083960000000000021 0.22584000000000001 -0.11739999999999999 0.084260000000000015 0.15045000000000003 -0.0063699999999999989 0.09586500000000002 -0.17479499999999998 0.12862000000000004 0.089910000000000004 0.088035000000000016 0.088495000000000018 -0.23129999999999998 -1.0000000180025095e-35 0.10400500000000001 -0.23515499999999998 0.11637500000000002 -0.08175499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 10 -10 12 13 14 -12 16 17 -16 19 -9 21 22 23 -21 -22 -25 27 -27 29 -29
right_child=1 2 -4 4 5 -7 -8 18 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 24 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0043788229383686095 -0.0043784149576004587 0.004385591674325456 -0.0036614830670120523 -0.0043329168787173177 -0.0043854060131767424 -0.0039890480559835349 -0.0025571338419213079 -0.0015414154774429725 -0.0043799009718526963 -0.0043803518891008973 -0.0043836501657474125 -0.004380748108716275 -0.0043798442674856386 -0.0023696628938244739 -0.0043805846011601649 0.0022978558965474822 0.0028664177832311475 0.00011498655619223563 -0.0035118189821025793 0.0029140669867803374 -0.0044046581046538547 0.0019301625077887583 -0.0035206554732958736 -0.0043888547903695105 0.00042637854652908939 -0.0043907577983704222 -0.0042434509608949306 -0.0043874234096373957 -0.0043871895432818159 0.001401874915895322
leaf_weight=0.0063605888447142425 0.0061856065002743313 0.0065798889685879649 0.0085945113139302975 0.0067122868586011455 0.010674814127348498 0.0070680316130165002 0.01648563114693502 0.032186554849232607 0.0094265519307086265 0.010359079523318826 0.00757035353929325 0.0090393417935956677 0.008688221689780562 0.023824038148973159 0.014750244973456006 0.068719880338647954 0.029067328385963265 0.1990458094785339 0.0101696600172545 0.036926649252961852 0.013035961592322565 0.15666563927524635 0.019858973313148454 0.0077551715958179548 0.020141152538144524 0.0064274134638253591 0.0080085689423867734 0.0057292311103083185 0.0061981523092526905 0.12013623647953864
leaf_count=76 197 118 161 4 88 12 73 133 252 223 61 39 164 43 255 97 23 648 23 100 8 464 51 10 53 3 10 5 44 472
internal_value=0 -5.22731e-06 2.55177e-05 6.18883e-05 2.89862e-05 6.31118e-05 9.67716e-05 0.000149206 -0.000258892 -0.000143121 -2.45314e-05 8.92904e-05 0.00020419 0.000320311 0.000521111 0.00064028 0.000171257 -0.000195172 0.000509358 0.000603787 0.000776023 0.000978841 0.000272628 0.000666656 -0.00147183 0.000128654 0.000367795 0.000634451 0.000879023 0.00113835
internal_weight=0 0.886031 0.879845 0.871251 0.864671 0.857959 0.850891 0.834405 0.391166 0.380491 0.370132 0.360705 0.351666 0.342978 0.319154 0.311583 0.242863 0.213796 0.443239 0.43307 0.400883 0.367706 0.21104 0.191181 0.0331771 0.154255 0.1465 0.138491 0.132064 0.125865
internal_count=3910 3834 3637 3476 3358 3354 3342 3269 1893 1805 1582 1330 1291 1127 1084 1023 926 903 1376 1353 1220 1159 695 644 61 544 534 524 521 477
is_linear=0
shrinkage=0.00437696


Tree=729
num_leaves=31
num_cat=0
split_feature=1 150 484 3 1373 2 150 0 15 4 15 403 42 131 457 133 160 3 2 47 42 130 52 12 160 0 15 2 1374 39
split_gain=0.0237451 0.0308086 0.0289241 0.0306817 0.0231851 0.0224093 0.022401 0.0355863 0.0277516 0.0342166 0.0343718 0.0297966 0.0262906 0.0245164 0.0226055 0.0278841 0.0238027 0.0230877 0.0351399 0.0296759 0.031183 0.0322278 0.0244012 0.0223386 0.0272427 0.0218304 0.0216897 0.0338653 0.0214319 0.02058
threshold=0.094485000000000013 0.075065000000000007 -0.0043499999999999988 -0.11266 -1.0000000180025095e-35 0.11635500000000001 0.11247500000000001 -0.23029999999999998 0.088190000000000004 -0.026614999999999996 0.090505000000000016 0.03138500000000001 0.091955000000000023 0.021890000000000003 0.088850000000000026 0.083815000000000014 -1.0000000180025095e-35 0.084925000000000014 0.085805000000000006 0.09550500000000002 0.091590000000000019 -0.081624999999999989 -0.0025949999999999997 0.085775000000000004 0.085545000000000024 -0.055084999999999988 0.079360000000000014 0.12330500000000001 0.087110000000000007 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 26 -3 6 7 -5 12 10 11 -10 13 14 15 17 -17 19 -19 20 21 -9 -20 -18 -25 -12 -4 -28 -6 -23
right_child=1 4 3 5 28 -7 -8 8 9 -11 25 -13 -14 -15 -16 16 23 18 22 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0012327665860151398 -3.2865965338007384e-06 -0.00033622916504766413 0.00055299828526879239 0.0005543264278529994 0.001029259122140858 -0.0012428027071288363 -0.0012498162266139806 0.00020875747893887438 -0.0013467446138389534 0.001027774514972274 -0.0013476984226319026 0.001078118191636212 -0.0013355074232182017 -0.0013486958096964043 -0.001184149415003648 -0.0012651041699957241 0.00088411715175905738 0.0012651425321914748 -0.0011334239940733151 0.00084586752864327557 0.0013398315565406188 -0.0012714072710014301 0.00029910777425589064 -0.00079343598213834352 0.00078544559708605037 0.00095295918381992876 -0.001349775836911747 0.0013551552268493202 -0.00084666063728144566 8.744227807042314e-05
leaf_weight=0.043452486167666726 0.59709811318543859 0.035890240513253957 0.17450344621192915 0.11888803129841086 0.13218925547016624 0.036763807310080554 0.033842352264741749 0.042391291548256049 0.011735627696168649 0.064477539661311312 0.04525520368594016 0.04215636485878349 0.04592615585107751 0.036779312074145309 0.04085229706379323 0.01652376740469208 0.090707067841321987 0.034964722055519815 0.038473054964924813 0.023836199077095443 0.01247874118416803 0.15639657893689218 0.048942736382741714 0.044501752269525241 0.035661895024986734 0.0089490120617483626 0.02816993086776165 0.011938340496271849 0.012037477714329725 0.023183988974778913
leaf_count=485 912 12 119 40 247 128 44 48 137 26 350 45 127 196 35 129 45 14 37 14 3 473 13 61 34 9 76 2 16 33
internal_value=0 0.000143893 -0.000152989 -0.000115995 0.0006318 -0.000210472 -0.000173151 -0.000136088 -0.000231069 0.00025178 -0.000211087 0.000550075 -0.00035155 -0.000281564 -0.000217107 -0.000147562 0.00027745 -0.000356787 0.00012476 -0.000584952 -0.000730421 -0.000846805 -0.000331372 0.00042662 -9.10489e-05 -0.000967864 0.000347862 -0.000544645 0.000872691 -0.00109598
internal_weight=0 0.777215 1.31175 1.2683 0.180117 1.05369 1.01692 0.983081 0.864193 0.172574 0.108096 0.053892 0.69162 0.645693 0.608914 0.568062 0.187394 0.380667 0.122381 0.258287 0.234451 0.221972 0.0874158 0.170871 0.0801636 0.0542042 0.214612 0.0401083 0.144227 0.179581
internal_count=3910 1187 2723 2238 275 2041 1913 1869 1829 567 541 182 1262 1135 939 904 269 635 64 571 557 554 50 140 95 359 197 78 263 506
is_linear=0
shrinkage=0.00134594


Tree=730
num_leaves=31
num_cat=0
split_feature=39 13 13 13 1 51 0 403 132 42 4 453 4 4 1 1 49 43 12 129 1348 151 16 51 47 156 3 1 150 482
split_gain=0.0222744 0.0257647 0.0287698 0.0282778 0.0238469 0.0271527 0.0266564 0.0224382 0.0284998 0.0240955 0.0292697 0.0298597 0.0250535 0.0259394 0.0231482 0.0385115 0.0280537 0.0284529 0.0292214 0.0315813 0.0264782 0.0231579 0.0230516 0.0221603 0.0256214 0.0225392 0.0228177 0.0270445 0.0208937 0.0196316
threshold=0.005105000000000001 -0.094679999999999986 -0.084184999999999996 -0.083514999999999992 0.086245000000000002 -0.40274499999999996 0.12007500000000002 -0.088854999999999976 0.079995000000000011 -0.11145999999999999 0.0057500000000000008 1.0000000180025095e-35 0.0082450000000000006 0.015635000000000003 0.086560000000000012 0.085990000000000011 -0.14917999999999998 -0.50749999999999995 0.091885000000000008 0.086720000000000005 0.084620000000000015 -0.086769999999999986 0.67964000000000013 0.12190000000000002 0.090280000000000013 0.11896500000000002 -0.076734999999999984 0.085835000000000009 0.086765000000000023 0.091725000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 -4 6 -6 -2 -5 9 -9 14 12 -12 -14 15 16 -11 -18 19 29 21 -16 -23 24 25 26 27 -15 -1 -19
right_child=4 2 3 7 5 -7 -8 8 -10 10 11 -13 13 23 20 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010894091163312085 -0.00086062218269880304 -0.00080139311502093458 0.00067667335608284217 -0.0010965750141577308 -0.0011517147041032205 0.00066782671024054395 0.0007174635762702957 -0.0010652249848451063 0.00045893856482017456 0.0009963395409863286 0.0010881115628598461 -0.0011525225031958838 -0.00094916807682139865 -0.00074848886813538179 0.00015688519298053054 0.00092078477298954164 0.00058525152836566151 -0.00057164311011437643 -0.0011529282578660034 0.00057319489118688954 0.00097646950585612228 -0.00085383789939472447 0.00097396242660810223 -0.00067204324533632991 -0.00014431307044489574 -0.00069794761929488195 0.00086209826235147881 0.00075100098735769651 0.00097964663298603601 0.00079659422284959844
leaf_weight=0.3306997936985 0.039518841616427269 0.080499188790526088 0.059953317856013544 0.030941662694203731 0.011636617564363405 0.15475056644640972 0.021982014983223053 0.037389044484938849 0.10783795771362736 0.023077629653925569 0.034862929648170393 0.024386203454923816 0.030299378061954485 0.030566044395072822 0.042052772892930079 0.042930497581892268 0.04101283236059261 0.17733139554388933 0.059872460565145502 0.048408879397129567 0.014401329752217862 0.20871319364857754 0.0095206205733120441 0.038743612697089702 0.13882747165826004 0.019371713681721303 0.1377770391014792 0.033018135510701541 0.040862135926545307 0.015009634241437197
leaf_count=368 74 558 71 411 10 361 14 156 177 14 17 21 17 50 27 16 21 348 240 26 17 469 2 23 94 10 146 51 75 26
internal_value=0 -6.58764e-05 -0.000133494 -9.52625e-05 0.00031465 0.000540573 -0.000296573 -0.000129637 -0.000106892 -0.000157422 -0.000128416 8.64464e-05 0.000151637 7.54637e-05 -0.000282038 -0.000108352 -0.000229492 -0.000312297 -0.000434747 -0.000256141 -0.000539793 -0.000623686 -0.000774099 0.000153408 0.000242353 0.000485542 0.000599399 3.01696e-05 0.000204696 -0.000464871
internal_weight=0 1.85837 1.4868 1.40631 0.227888 0.166387 0.0615009 1.34635 1.31541 1.20757 1.17018 0.487853 0.463466 0.428603 0.682331 0.407643 0.364713 0.341635 0.300622 0.24075 0.274688 0.260287 0.218234 0.398304 0.35956 0.220733 0.201361 0.0635842 0.371562 0.192341
internal_count=3910 3451 3008 2450 459 371 88 2379 1968 1791 1635 429 408 391 1206 691 675 661 640 400 515 498 471 374 351 257 247 101 443 374
is_linear=0
shrinkage=0.00114875


Tree=731
num_leaves=31
num_cat=0
split_feature=2 14 123 375 130 393 484 150 3 1213 15 4 3 48 456 3 474 4 0 49 130 4 38 1 49 2 51 133 1375 4
split_gain=0.0208426 0.0226118 0.0241152 0.0331394 0.0232317 0.0244816 0.0233321 0.0285516 0.023371 0.0286936 0.0266274 0.0265793 0.0403956 0.0228526 0.024717 0.0248398 0.0371654 0.0270052 0.039625 0.0339153 0.0326381 0.0258729 0.0247731 0.0255784 0.0315923 0.0289993 0.0412333 0.0320808 0.0241943 0.0217351
threshold=0.16971500000000003 0.077685000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 0.079100000000000018 0.090630000000000016 -0.0043499999999999988 0.097030000000000019 -0.10315499999999998 -1.0000000180025095e-35 0.079360000000000014 -0.23071499999999998 0.13772500000000001 0.12675000000000003 -1.0000000180025095e-35 -0.078884999999999997 0.082665000000000002 -0.083329999999999987 -0.10943499999999999 -0.47013499999999991 -0.41389499999999996 -0.08422499999999998 0.11976000000000002 0.10031000000000002 -0.085974999999999982 0.086650000000000019 0.08955500000000001 0.090085000000000012 -0.43271999999999994 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 10 -10 -8 12 -11 14 -13 17 22 21 -19 -20 -21 -16 23 24 -17 29 27 -27 -28 -26
right_child=-2 -3 3 -5 5 -7 8 -9 9 11 -12 13 -14 -15 15 16 -18 18 19 20 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0010088203360655915 0.001120000791135452 -0.00099736646445484044 -0.0013769798998214703 0.00081377149255341496 -0.0013302046309456497 0.00076367108683670596 0.00049358859192430806 0.00092305210851863272 -0.0013738138793046068 -0.0012240101769872536 -0.00049125717239176074 -0.0012667487219602028 0.00021099311483770448 -0.00091655224482699586 -0.00076289597515365334 -0.0011509140395386435 0.0012664103116364453 0.00065635371981725337 0.0012387191182255805 0.00095630249508646501 -0.0011247234801187926 0.001013960920969412 -0.0013705468728669686 0.0005527710533181732 0.00051957985591888627 0.0010679746017911811 -0.0013870101951531167 -0.00031696258951608385 0.00031816695792071821 -0.00057596361050461331
leaf_weight=0.084636233589152066 0.028900176959268609 0.046796811154763307 0.014768646666198038 0.1095398356383156 0.04992288757478025 0.013335491325051407 0.28363251134919676 0.017379493078806263 0.031832585171344463 0.084693130086634372 0.063287686264175136 0.025988557484197705 0.065618331398582086 0.047465282794291741 0.022066467387844568 0.041535619671776658 0.058963817840663069 0.046640442273200744 0.014726409630384074 0.015644938976038247 0.15426616796605752 0.051474066008040165 0.020088550743821543 0.22807752516064284 0.045242876323754899 0.13812026385130594 0.031630593817681074 0.040846367570395614 0.031105565522921097 0.138976073114917
leaf_count=518 96 123 8 293 417 6 258 17 418 93 68 56 24 44 88 27 66 23 4 3 610 31 17 237 7 72 5 98 44 139
internal_value=0 -5.41925e-05 -3.18047e-05 0.000553496 -7.1193e-05 -0.000888795 -4.22009e-05 -0.000679705 -3.53358e-06 -8.60301e-05 0.000313926 -5.45734e-05 -0.000597561 1.62221e-05 5.62752e-05 8.81292e-05 0.000218774 -0.000243859 -0.000474282 -0.000759887 -0.000933108 0.0004808 0.000132454 0.000175864 -8.03246e-06 0.000103421 0.00041616 0.000751884 -0.000541557 -0.000306906
internal_weight=0 2.0183 1.97151 0.124308 1.8472 0.0632584 1.78394 0.102016 1.68192 1.335 0.34692 1.30317 0.150311 1.15286 1.10539 1.07941 0.774587 0.304818 0.231278 0.184638 0.169911 0.0735405 0.715623 0.695535 0.467457 0.425922 0.241703 0.178967 0.0627362 0.184219
internal_count=3910 3814 3691 301 3390 423 2967 535 2432 2106 326 1688 117 1571 1527 1471 712 759 640 617 613 119 646 629 392 365 219 170 49 146
is_linear=0
shrinkage=0.00137286


Tree=732
num_leaves=31
num_cat=0
split_feature=0 1 0 13 0 147 11 14 474 1 133 3 2 457 16 15 0 15 160 3 48 1212 402 403 42 394 42 43 150 15
split_gain=0.01723 0.0262602 0.0250264 0.0274799 0.0242437 0.0239577 0.0268001 0.0278725 0.0245779 0.0287757 0.0364759 0.0320111 0.0369899 0.0317854 0.0267883 0.0438648 0.0202237 0.0199166 0.0181573 0.0216577 0.017385 0.0167716 0.0190228 0.0195134 0.0336363 0.0272403 0.0207795 0.0259743 0.0336727 0.025044
threshold=-0.017269999999999997 0.10786000000000001 -0.099864999999999995 -0.14258499999999999 -0.091234999999999983 0.088565000000000019 0.087830000000000005 0.077685000000000018 0.084420000000000009 0.076710000000000014 0.084285000000000013 0.086245000000000016 0.089910000000000004 -0.0034949999999999994 -0.09601999999999998 -0.095799999999999982 -0.18087499999999998 -0.088734999999999994 0.031805000000000007 -0.036619999999999993 0.088465000000000002 -0.5172699999999999 1.0000000180025095e-35 0.03138500000000001 -0.086849999999999997 0.15288500000000002 -1.0000000180025095e-35 -0.083899999999999988 0.085425000000000015 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 8 9 10 -1 12 -11 -13 16 -16 20 18 19 -6 -15 -19 23 26 -25 -26 -23 28 -28 -29
right_child=1 -3 3 4 17 -7 -8 -9 -10 11 -12 13 -14 14 15 -17 -18 21 -20 -21 -22 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.0010915134484067042 0.00010358183821843957 0.0012045483387749653 0.00083213995585506662 -0.0011388966066655506 -0.00071061691854719269 0.00099129105468289845 -0.0011410099788910243 -0.0011389415451997611 0.00095009556708528225 0.00013415734755539997 0.00029602026293838203 -0.00088686248831675528 0.0012040776488709908 0.00066423411542554042 -0.001124886404002702 0.00031461935178780985 0.0012725494211748454 0.00099531716358996656 0.00099800586829857968 0.0012459455503351703 -0.0005026112020996322 -0.0010033577884453249 -0.0012697235940120671 0.0011685004275460301 -0.0012697948976846366 0.0012802018263923451 0.00054622251415532863 -0.00027711122653702311 -0.0012305643458138229 -0.0012704818740921246
leaf_weight=0.0716163789170422 0.25599631106001663 0.040341812280303202 0.035288487624711595 0.053042381841862496 0.034428790083779859 0.042866899673754233 0.030854311497023446 0.029721086554218346 0.052491188995190896 0.13362067953494261 0.0530547252078577 0.062844159088854212 0.085073972576992674 0.050332954750047065 0.056863017709474661 0.084883839859685395 0.040997100171807688 0.01477946660929752 0.036721135475318079 0.012370816277325392 0.034700689939199947 0.078008429369390231 0.035571939128544727 0.035849480540719014 0.025180405780133697 0.0092013049870729446 0.092216659168315007 0.15602754813687691 0.0210797640132796 0.055293646487143633
leaf_count=128 292 154 68 298 165 79 46 83 44 64 59 40 101 25 29 37 50 30 58 61 32 512 317 22 87 1 171 390 77 390
internal_value=0 0.000253461 -8.07611e-05 -0.000258303 -0.000316626 6.79303e-05 1.76394e-05 6.49144e-05 0.000114166 4.9062e-05 -0.000501038 0.000173911 0.000550365 -7.51001e-05 0.000115411 -0.000262851 0.000540842 -0.00024474 0.000330404 -0.000193427 0.000188066 -0.000336552 -0.000375267 -0.00030798 0.000308918 -0.000587359 -0.000415587 -0.00027434 0.000215636 -0.000537034
internal_weight=0 0.296338 1.52498 0.69506 0.659772 0.829921 0.787054 0.7562 0.726479 0.673988 0.124671 0.549316 0.218695 0.330622 0.267778 0.141747 0.126031 0.606729 0.0835207 0.0467996 0.0850336 0.523209 0.508429 0.472857 0.0702312 0.0343817 0.402626 0.324618 0.113296 0.211321
internal_count=3910 446 3464 2647 2579 817 738 692 609 565 187 378 165 213 173 66 107 2281 284 226 57 1997 1967 1650 110 88 1540 1028 248 780
is_linear=0
shrinkage=0.00126831


Tree=733
num_leaves=31
num_cat=0
split_feature=2 133 160 159 1 51 0 3 15 2 3 2 12 133 3 393 47 16 403 12 48 38 42 148 50 51 52 2 39 39
split_gain=0.0228025 0.0206262 0.0247429 0.0243093 0.0242992 0.0311219 0.0330509 0.0274925 0.033101 0.0344889 0.0276271 0.0377897 0.0341295 0.0351286 0.0341726 0.033579 0.0369765 0.0271628 0.0249913 0.0255555 0.023612 0.0307459 0.0300923 0.0306135 0.0345593 0.0236898 0.0231823 0.0228693 0.0224831 0.0284795
threshold=0.16971500000000003 -0.26719999999999994 -0.40446999999999994 0.11294000000000001 0.094385000000000011 0.08955500000000001 -0.23029999999999998 -0.11266 0.088190000000000004 0.10433000000000002 0.084925000000000014 0.085805000000000006 0.088325000000000015 0.083815000000000014 -0.084129999999999996 0.085075000000000012 0.09550500000000002 0.050115000000000007 -1.0000000180025095e-35 0.086865000000000012 0.11379500000000002 0.13584500000000002 -0.10770999999999999 -0.080629999999999993 0.11644500000000001 0.12664500000000004 0.048490000000000012 0.087005000000000013 0.005105000000000001 0.083790000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 -8 10 18 12 -12 13 15 -15 16 28 20 -10 -20 21 22 -6 -24 -25 -22 27 -16 -9 -30
right_child=-2 2 4 -5 17 -7 7 8 9 -11 11 -13 -14 14 26 -17 -18 -19 19 -21 25 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0010484408382162892 0.0010453983384053353 -0.00084061714405958804 0.00064667114315097515 0.0011938395168223409 -0.00083072599971364557 -0.00082290217717022665 0.00027050070392351352 -0.0010633619230737161 -0.0012195227851962661 -0.0012227094285539861 0.0011067024474603429 -0.00020370231073049214 -0.00093653199446307167 -0.0012201375430862318 0.0007566964637446751 0.00062114366635781029 0.00056594826897882601 -0.00023729616742532226 -0.0008196816582756516 0.0007029790094866265 -0.00038170223994475735 -0.0012223542876657284 -0.00059118410090562069 0.00078117920487992076 -0.00062093765122354981 0.00079807262879582979 0.00097827339693352857 -0.00075644570139086651 0.0011704951977068846 -0.00089700091674559156
leaf_weight=0.053583986291870001 0.028407079025782767 0.055126286364214905 0.090426506789300309 0.0082980005199715379 0.024004390928894281 0.085641230027419968 0.22093249969111728 0.16986749147451707 0.01300113208685616 0.021570551747345235 0.041604631997415709 0.15289148275769548 0.15845649204624124 0.021042238697361881 0.02682400173523547 0.033225638215753861 0.030617701944265718 0.19421633329511678 0.018409299101449506 0.1486447964546187 0.11791814566640824 0.016087932628579438 0.030866278728353791 0.33840487959241716 0.028309998751410603 0.032201110925598186 0.06290443883244734 0.033235543329737993 0.016660586676152889 0.024405537921438736
leaf_count=229 96 289 30 4 13 168 177 398 222 71 14 66 461 229 30 48 22 352 32 141 64 8 33 473 54 30 32 77 8 39
internal_value=0 -5.36204e-05 -3.41617e-05 -0.000747765 -1.35068e-05 -0.000111355 -6.3922e-05 -0.000117725 -0.000205844 0.000233972 -0.000320751 7.66062e-05 -0.000454638 -0.000272302 0.000215408 -0.000527902 -0.000685955 0.000157958 0.000408482 0.000535182 0.000288557 0.000431651 0.000494769 0.000574797 0.000672937 -0.000128636 0.000461066 -8.06409e-05 -0.000867672 -5.82147e-05
internal_weight=0 2.26938 2.2075 0.061882 2.15237 1.37036 1.28472 1.19429 0.973362 0.201626 0.771736 0.194496 0.57724 0.418783 0.144006 0.274777 0.241551 0.782009 0.180055 0.167054 0.587793 0.437673 0.421586 0.397581 0.366715 0.150119 0.122964 0.0600595 0.210934 0.0410661
internal_count=3910 3814 3581 233 3292 2265 2097 2067 1890 466 1424 80 1344 883 368 515 467 1027 395 173 675 581 573 560 527 94 139 107 445 47
is_linear=0
shrinkage=0.00121906


Tree=734
num_leaves=31
num_cat=0
split_feature=52 2 14 123 133 1456 130 393 3 4 13 0 48 1 15 15 4 160 52 0 3 13 52 3 4 13 150 393 150 2
split_gain=0.0191951 0.0228002 0.0209969 0.0207997 0.0361797 0.019562 0.0201945 0.0245445 0.0242357 0.0270343 0.0274453 0.0191019 0.0346374 0.0377548 0.022107 0.0212978 0.0206859 0.0392903 0.0186248 0.0210216 0.0288249 0.027241 0.025475 0.0252239 0.0273156 0.0243326 0.0222132 0.0209107 0.0189125 0.0184096
threshold=0.18936500000000003 0.15305000000000002 0.077685000000000018 1.0000000180025095e-35 -0.084614999999999982 0.075285000000000005 0.079100000000000018 0.090630000000000016 -0.16059999999999997 -0.48072499999999996 0.41346500000000003 -0.10575999999999998 0.085875000000000021 1.0000000180025095e-35 0.05377500000000001 -0.11739999999999999 0.0057500000000000008 0.088785000000000017 0.13709500000000002 -0.084304999999999977 -0.062694999999999987 -0.083924999999999986 0.11588000000000002 -0.11266 -0.23071499999999998 -0.076679999999999984 0.085200000000000012 0.087665000000000007 0.085425000000000015 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 9 10 -1 12 13 14 -10 -15 -14 -18 19 20 26 22 -21 29 -25 -26 -13 -27 -28 -23
right_child=-2 -3 -4 4 -6 -7 7 -9 11 -11 -12 18 16 15 -16 -17 17 -19 -20 21 -22 23 -24 24 25 27 28 -29 -30 -31
leaf_value=-0.0013008977327152759 -0.00060274569495392689 0.00090521330037830435 -0.00087523568700306103 -0.0011304834164404024 0.00090495764125026531 -0.0012954116853978509 -0.0012228861305035635 0.00085016647256915489 0.00038754680762236298 0.0011473760470493062 0.001307562013813696 -0.0012918580395333489 -0.00064226817413420823 -6.7519133482455139e-05 -0.00093291892836544499 0.00083409381915328063 -0.00052769466732812049 0.00073622921646846265 0.00069414334259602819 0.00058530705363460476 -2.8825765236481589e-05 -0.00037665921175892431 -0.0011439981839837371 -0.0010850697133305887 -0.0012906119946085731 5.576158282252256e-05 0.0013087997251800274 -0.0011589521021989344 -0.00091764925429255249 0.00092206802205473321
leaf_weight=0.018888296499312673 0.099218988066070435 0.043657701691245054 0.04910896918806873 0.017697593397770106 0.083908101397355384 0.020935590905509005 0.045586102736251521 0.012094337413145695 0.038088651390807304 0.059611317600228531 0.010505439713597298 0.092231915458512503 0.11370522112974868 0.055825305600592401 0.047909610140777659 0.20436391094608553 0.086340701909648487 0.078664277447387576 0.039014805100578087 0.12819343922728799 0.092010371794230328 0.029955937714020497 0.016040796818288072 0.076856470459460202 0.031119226707573167 0.21836141217921101 0.011420347727835178 0.026607825121573114 0.01448246825066235 0.046812081527605187
leaf_count=71 449 133 103 28 254 232 356 6 37 76 1 572 68 51 21 128 57 14 26 175 61 30 12 88 146 567 1 50 77 20
internal_value=0 -1.83425e-05 -4.11696e-05 -1.73172e-05 0.000550426 -5.30222e-05 -3.67117e-05 -0.000788212 -8.50964e-06 0.00064672 -0.000368624 -4.87849e-05 0.000121746 0.000395031 -0.000348084 0.000640647 -0.000217702 7.48669e-05 -0.000178251 -0.00022166 -0.000571727 -9.34857e-05 0.000392985 -0.000256771 -0.000402948 -0.000213062 -0.000994571 -7.6177e-05 6.39746e-05 0.000415287
internal_weight=0 1.81 1.76634 1.71723 0.101606 1.61563 1.59469 0.0576804 1.53701 0.0890051 0.0293937 1.448 0.624898 0.346187 0.0859983 0.260189 0.27871 0.165005 0.823107 0.784092 0.210145 0.573947 0.144234 0.429713 0.352945 0.276088 0.118135 0.244969 0.0259028 0.076768
internal_count=3910 3461 3328 3225 282 2943 2711 362 2349 148 72 2201 376 237 58 179 139 71 1825 1799 711 1088 187 901 851 763 650 617 78 50
is_linear=0
shrinkage=0.00129368


Tree=735
num_leaves=31
num_cat=0
split_feature=39 3 51 1 376 42 42 130 1365 483 33 9 2 42 159 4 130 52 42 15 0 160 1212 9 16 52 15 52 52 48
split_gain=0.0328342 0.0342641 0.0326815 0.0371896 0.0285373 0.0282172 0.0289887 0.0302907 0.0268599 0.0229694 0.0238831 0.030743 0.025337 0.0330798 0.0302262 0.0350331 0.0335105 0.0295406 0.0264113 0.0363573 0.0280801 0.0362184 0.0396289 0.0308596 0.023855 0.0234057 0.0229014 0.0212535 0.0401274 0.0345477
threshold=0.005105000000000001 0.31335500000000011 -0.40274499999999996 0.088010000000000019 0.048695000000000009 -0.11145999999999999 -0.10298999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.086680000000000021 -0.007134999999999999 0.091370000000000021 0.089710000000000012 0.11315500000000002 0.09141500000000001 -0.083329999999999987 -0.084569999999999992 0.18936500000000003 0.095385000000000011 -0.064869999999999983 -0.11287999999999999 0.031805000000000007 -0.5172699999999999 -0.016839999999999997 -0.033174999999999989 -0.089799999999999977 0.22941000000000003 0.13709500000000002 0.11588000000000002 0.12675000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 -7 8 9 10 -8 12 14 17 15 16 -12 26 20 -20 24 22 -22 -24 -17 -23 27 28 29 -14
right_child=2 -3 3 -5 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 18 -18 -19 19 -21 21 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097420939338703993 -0.0013253506389885317 0.0011899883488890653 -0.0010303623881751651 0.00081135718737105299 0.00069304648673731333 0.0010552152025422607 -0.0010757609135949916 -0.0013212069529500502 -0.0011870894188537161 -0.00092059744410969021 -0.0013238462399902935 0.000990669426413639 0.00031449483292404838 -0.0012211490791786746 -0.0013187382321505846 -0.0003436805803688242 0.00061238566779285065 -0.00094906944975963424 -0.001325495774990332 0.00074497142553990689 0.0010559928282719167 -0.00132257356462183 0.0013281902239737871 -0.001241582405721268 0.00068076791445642766 0.00080700969482950808 -0.0008069461062847384 0.00096928060190178101 -0.0012850906290935449 -0.00081849839202095646
leaf_weight=0.065328335010918726 0.01813841069110822 0.035313991978455195 0.040633098388752731 0.18810488359576993 0.028438761677534785 0.037574496480830111 0.038255131687038424 0.035584820542737705 0.038233632453739008 0.053639135232003698 0.01757400026212963 0.050707971899100701 0.68957506194846019 0.032260591379156267 0.042050511125353296 0.15844787511150571 0.13607403800892837 0.041519799830439297 0.018492851751034323 0.073306935886648716 0.015573560406665576 0.011870178333253989 0.0085040701087570891 0.18840272972442662 0.052755225711735076 0.036989234473821853 0.038349834580003517 0.063570071648427984 0.031418829811173055 0.050278339466785837
leaf_count=193 20 123 60 358 21 22 27 332 68 281 36 31 647 120 132 56 234 143 17 154 22 35 2 616 28 43 18 18 24 29
internal_value=0 -9.8619e-05 0.00038655 0.000507289 -0.000320788 -0.000121076 -9.26553e-05 -0.000115079 -9.23442e-05 -6.97146e-05 -4.43019e-05 -2.18532e-05 -5.19309e-05 9.20933e-05 -0.000231378 -0.000167694 0.000390923 0.00013841 -0.000319783 0.000327881 -0.000445604 -0.000734773 -0.000970334 -0.0011306 -8.77894e-05 0.000289637 0.000190119 0.00023592 0.000175475 0.0002375
internal_weight=0 2.06165 0.275315 0.257177 0.0690719 2.02634 1.96101 1.92343 1.88785 1.84962 1.79598 1.75772 1.70701 0.946973 0.760041 0.717991 0.153648 0.914712 0.564343 0.0917998 0.472543 0.26134 0.21248 0.196907 0.211203 0.0488594 0.873192 0.834842 0.771272 0.739853
internal_count=3910 3451 459 439 81 3328 3135 3113 2781 2713 2432 2405 2374 999 1375 1243 270 879 973 171 802 718 640 618 84 78 736 718 700 676
is_linear=0
shrinkage=0.00131955


Tree=736
num_leaves=31
num_cat=0
split_feature=1429 4 482 11 1211 52 1 14 1132 48 1373 124 130 49 3 2 15 12 16 2 16 49 50 4 0 3 150 1374 12 132
split_gain=0.00671869 0.00714157 0.00836275 0.00783324 0.0079041 0.00814063 0.00958696 0.0111321 0.00998561 0.0103103 0.0112101 0.0122003 0.011682 0.011493 0.00951891 0.0143111 0.0116696 0.0194966 0.022476 0.0152262 0.0235133 0.0142743 0.0132262 0.0120983 0.0173721 0.0143059 0.01425 0.0142486 0.0104663 0.00956072
threshold=-1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 0.088315000000000018 0.082530000000000006 0.18936500000000003 0.10386500000000001 0.07802000000000002 -1.0000000180025095e-35 -0.088799999999999976 -1.0000000180025095e-35 -0.50873999999999986 -0.23515499999999998 -0.24910499999999997 -0.11266 0.10836000000000003 0.088190000000000004 0.086935000000000012 -0.014099999999999998 0.097940000000000013 -0.013279999999999998 -0.085974999999999982 0.086465000000000014 -0.017449999999999997 -0.10131499999999999 -0.089974999999999986 0.084680000000000019 -0.094679999999999986 0.086865000000000012 0.079995000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 14 -8 -10 -11 -12 -13 -14 29 16 17 21 -19 20 -20 -16 23 25 27 -23 -26 -25 -18 -2
right_child=1 -3 -4 -5 -6 -7 8 -9 9 10 11 12 13 -15 15 -17 28 18 19 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0020015812357337646 0.00039257546654907643 0.0020454186841248347 -0.0028182042904323951 -0.0014225880867355719 -0.0028963799710993443 -0.0011970125949324593 -0.0026015980827434207 -0.0030069973517704456 -0.001830717695110396 -0.0016956899786614908 -0.0030081428171571515 -0.0025395008484505668 -0.0013104429429543348 0.0017676400679942782 -0.0023665604491919867 -0.0018891356311993514 -0.00215822729506902 -0.0028673183913139342 0.0029525749175599546 0.0017153817569736697 -0.0025502789451649494 -0.0030070312579156496 -0.0030172268743004558 -0.00080791298096176737 -0.0028704241532127466 0.0018862781036990718 0.0013679531647114583 0.0011670968863447078 0.0014329698788938167 0.0026933537741955249
leaf_weight=0.015354431498465715 0.079534786380747846 0.015189995032812931 0.0096198647557343975 0.033770977030826543 0.0081344948093544645 0.042937611485101002 0.0078991272680468683 0.011199862913713332 0.012202626572616282 0.01275986066320911 0.0059372737887315443 0.0066056912583007934 0.011831675423309207 0.14693139874958661 0.018398502798646632 0.039375944257415085 0.0081819847567743409 0.046773621643794172 0.0090987948351539671 0.024796644772720811 0.030522856123880615 0.0058435527147082658 0.010043445516366489 0.048384205991169438 0.027281137232705532 0.069982646814423788 0.0097090854890211631 0.10353043014526975 0.070004632962763935 0.020507154602455557
leaf_count=181 127 210 145 99 205 351 10 71 24 9 7 6 11 439 54 226 68 356 3 29 160 80 95 17 163 193 75 91 372 33
internal_value=0 1.91117e-06 -3.14016e-05 -2.33067e-06 5.16574e-05 7.88998e-05 0.000144327 -3.82279e-05 0.00071047 0.00084377 0.00102107 0.00122343 0.00137536 0.00153825 1.5231e-05 -0.000147498 -5.38121e-06 -0.000210831 -0.00128207 -0.000131037 -0.00128659 0.000195459 0.000367009 0.000495401 8.84729e-05 0.00150917 -0.00175795 0.000538064 0.00105716 0.000864202
internal_weight=0 0.94699 0.9318 0.92218 0.888409 0.880275 0.837337 0.633169 0.204168 0.196269 0.184066 0.171306 0.165369 0.158763 0.621969 0.521927 0.482552 0.404365 0.111192 0.0644183 0.0396217 0.293173 0.274775 0.264731 0.188905 0.0758262 0.0369902 0.151915 0.0781866 0.100042
internal_count=3910 3729 3519 3374 3275 3070 2719 2213 506 496 472 463 456 450 2142 1982 1756 1316 548 192 163 768 714 619 346 273 238 108 440 160
is_linear=0
shrinkage=0.00300448


Tree=737
num_leaves=31
num_cat=0
split_feature=1213 475 52 123 133 1456 130 15 158 474 1374 393 1365 375 15 13 13 52 151 403 132 393 43 4 452 3 3 49 16 2
split_gain=0.0289426 0.0311044 0.0230178 0.0224439 0.0307692 0.0268646 0.0267522 0.0287534 0.0322634 0.0293885 0.0278912 0.0277785 0.0261542 0.0251512 0.0251284 0.0260917 0.0251142 0.0239513 0.0243105 0.0232939 0.026964 0.0223206 0.022125 0.0438375 0.0189886 0.0188434 0.0204938 0.0391577 0.0462874 0.0377391
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.18936500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.075285000000000005 0.079100000000000018 -0.26361999999999991 0.085745000000000002 -1.0000000180025095e-35 0.096950000000000022 0.087895000000000015 1.0000000180025095e-35 0.083605000000000013 -0.19153499999999998 -0.094679999999999986 0.28269500000000009 0.11588000000000002 -0.083274999999999988 -0.083219999999999975 0.080815000000000012 0.090630000000000016 -0.50329499999999994 -0.44477499999999992 0.085195000000000007 -0.15653499999999998 -0.076734999999999984 -0.081419999999999979 -0.083564999999999987 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 10 -2 11 12 13 14 -9 17 -6 18 -16 -17 22 -8 -21 -24 -10 -25 27 -27 29 -29
right_child=2 -3 -4 4 16 -7 21 8 24 -11 -12 -13 -14 -15 15 19 -18 -19 -20 20 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0010226614127101092 -0.0010304547964516014 -0.00089536447406459471 -0.00043353496948567974 -0.00058749831912000634 0.00080789542890085796 -0.0010220630614831395 -0.00097051612953073818 -0.00064777277410414918 -0.00094575593734055831 0.00083296146019852394 -0.0010232823458109943 -0.0007102417701821428 -0.00081451759986627033 -0.00090882905034419159 -0.00026426540440568013 -0.0010205614460620563 -0.0010255246874366593 -0.0004647342886716935 0.00061305484621313345 0.00082423292797477606 0.00060863899118427636 0.00054122565585226442 -0.00097394726367308691 0.00067010128642273935 0.00055891801835262361 0.00033214908262759737 0.00012760753412800836 0.0003364811172722534 -0.0010161930635456005 -0.00090952196289264945
leaf_weight=0.010137894656509161 0.009989369660615921 0.066541502662176177 0.12227503913584303 0.025201477710652398 0.099365139868495933 0.026713001204370701 0.048519244332624001 0.044447841454711923 0.054335240240789173 0.074375309215611751 0.025737266667419934 0.048864650364976003 0.03396212077200278 0.025759494958037865 0.038170964144228492 0.020373461134454929 0.0084338058368302882 0.030287747176771518 0.23639951375662338 0.035506425224866134 0.092180270862627478 0.012854941720433999 0.045448372284681016 0.048617454143822458 0.010396669618785381 0.09863236044247925 0.60106634315815333 0.08398191453420556 0.086847748257469437 0.03619356873241486
leaf_count=4 1 588 437 40 274 225 266 37 172 165 33 106 49 15 30 227 3 12 173 12 85 6 137 36 4 48 275 73 351 26
internal_value=0 -0.000641779 -3.88142e-06 2.23516e-05 0.00042723 -6.44984e-06 8.27118e-06 3.10819e-05 2.18976e-06 0.00061232 3.01955e-05 4.70704e-05 7.08244e-05 9.05553e-05 0.000107739 0.000130839 0.000664455 0.000396128 0.000491089 6.0442e-05 7.99584e-05 -0.000653879 3.29313e-05 4.85712e-06 -0.000704088 5.14218e-05 1.82489e-05 -0.000196803 -0.000448812 -3.87809e-05
internal_weight=0 0.0766794 2.12494 2.00266 0.133 1.86966 1.84295 1.78157 1.69721 0.0843647 1.63248 1.60674 1.55788 1.52391 1.49815 1.45371 0.107799 0.304858 0.27457 1.14885 1.12847 0.0613742 1.03629 1.00079 0.0647319 0.955339 0.906722 0.305656 0.207023 0.120175
internal_count=3910 592 3318 2881 317 2564 2339 2067 1901 166 1725 1692 1586 1537 1522 1485 277 215 203 1270 1043 272 958 946 176 809 773 498 450 99
is_linear=0
shrinkage=0.00102006


Tree=738
num_leaves=31
num_cat=0
split_feature=1213 475 1453 375 39 13 13 13 132 457 1375 42 42 52 52 4 0 1186 0 0 47 11 2 3 52 52 0 0 0 52
split_gain=0.00702759 0.0101867 0.006649 0.006713 0.00666154 0.00952075 0.0100235 0.0112844 0.0094225 0.0113764 0.0146689 0.00967314 0.0132219 0.00983429 0.0176969 0.0166128 0.0157756 0.0124607 0.0181484 0.0152386 0.0160632 0.0147523 0.0101298 0.0109402 0.0143346 0.00924198 0.00899281 0.0156553 0.00845375 0.0125361
threshold=-1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.092405000000000015 0.005105000000000001 -0.094679999999999986 -0.084184999999999996 -0.083514999999999992 0.079995000000000011 0.082870000000000013 -0.43271999999999994 -0.11145999999999999 -0.10298999999999998 0.10599500000000002 0.18936500000000003 -0.23071499999999998 -0.069954999999999976 0.085080000000000003 -0.099864999999999995 -0.10209999999999998 0.091680000000000011 0.081565000000000012 0.080080000000000012 0.084925000000000014 -0.010284999999999997 -0.42985499999999993 -0.07773999999999999 -0.10943499999999999 -0.084304999999999977 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 28 -7 -8 9 11 -11 -9 -13 15 -15 -14 17 18 19 20 22 -20 -17 -24 -25 -18 27 -10 -2 -30
right_child=2 -3 -4 -5 -6 6 7 8 26 10 -12 12 13 14 -16 16 25 -19 21 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0039679411476402932 0.00015605793353000677 -0.0032975162317697908 -0.0039735875363812829 -0.0037244262064239724 0.0010946057418656321 -0.0024410558734488533 0.0023605757482617427 -0.00393891895472383 0.003806798674980363 -0.00092796006366184177 0.0017401530281602679 0.00347623046615427 -0.0030216932176697804 0.0025982938776630618 -0.0018667442504137718 0.002617820719761116 -0.0039662996162117608 0.0017910912574248604 -0.0038417138565659016 0.0027699934777424061 -0.0034627314307558651 0.0036438645345999456 -0.0034507286624541078 -0.001467498456754393 0.0022549726629915875 0.0021090275162802662 0.0027060319216234171 -0.0039270859668691441 0.0030883311558620994 -0.0014401456737558524
leaf_weight=0.0035811463603749863 0.10082829371120283 0.019808769438029117 0.0065206340822570033 0.0073696600311450302 0.090550913163895075 0.031196392325853139 0.027161954451742076 0.01416980545390345 0.0068044836543776901 0.056085683577180134 0.07663213651312617 0.012093120370991528 0.053335142285817483 0.034220799815557257 0.02355170919221905 0.015774411522670562 0.0043511863422622801 0.022411876647169038 0.051909082954360031 0.018365577170698089 0.033516122937726323 0.0044960146296943995 0.019532516244709086 0.044076903768655029 0.025759436792213819 0.041164702684653776 0.030971170678355975 0.010401377829595049 0.043222134770246612 0.012353086778261968
leaf_count=4 274 588 62 11 440 387 54 120 21 17 139 15 168 81 243 14 60 41 567 12 44 5 44 46 20 140 94 92 88 19
internal_value=0 -0.00218513 1.53624e-05 4.38731e-05 7.45615e-05 -3.88565e-05 -0.000247839 -0.000138678 -0.00025189 -0.000398777 0.000612626 -0.000719346 -0.000606579 -0.000732383 0.000778063 -0.000993107 -0.000608561 -0.00102095 -0.00131624 -0.000623389 -0.00107285 -0.00324504 -0.000311031 -0.000828 -9.44489e-05 0.00152824 0.00142942 -0.00086853 0.00084032 0.00208176
internal_weight=0 0.0233899 0.918826 0.912306 0.904936 0.814385 0.657982 0.626785 0.599623 0.551446 0.132718 0.418728 0.404559 0.392465 0.0577725 0.334693 0.281358 0.235842 0.21343 0.157025 0.138659 0.0564051 0.105143 0.0893689 0.0698363 0.0455159 0.048177 0.0172059 0.156404 0.0555752
internal_count=3910 592 3318 3256 3245 2805 2424 2037 1983 1776 156 1620 1500 1485 324 1161 993 793 752 180 168 572 124 110 66 200 207 113 381 107
is_linear=0
shrinkage=0.00396435


Tree=739
num_leaves=31
num_cat=0
split_feature=50 31 1338 1348 1456 453 14 30 1213 475 4 11 3 4 43 38 3 124 1365 1447 1374 4 33 9 9 1184 1374 0 160 403
split_gain=0.00635402 0.0066456 0.00661269 0.00693238 0.0082407 0.00799234 0.00746077 0.00665704 0.00666437 0.00892257 0.00699006 0.00818053 0.00835373 0.0118267 0.0152234 0.00853724 0.0144546 0.0114956 0.0103835 0.00928968 0.00895942 0.00862939 0.00842132 0.0103242 0.00838714 0.00817722 0.00834431 0.0115631 0.00998249 0.00957542
threshold=-0.40676499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.088030000000000011 -1.0000000180025095e-35 0.090755000000000016 0.078275000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.51224500000000017 0.088315000000000018 -0.15121499999999996 -0.48072499999999996 -0.46376499999999993 0.11976000000000002 0.30601500000000009 -0.048219999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.086000000000000007 -0.52333999999999992 -0.007134999999999999 0.091370000000000021 0.084755000000000011 0.086370000000000016 -0.094679999999999986 -0.23029999999999998 0.10150000000000002 -0.16616499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 9 -9 11 12 13 14 -10 16 17 -14 19 -19 21 -21 -23 24 25 26 -24 -28 29 -29
right_child=1 2 -4 -5 6 -7 -8 8 10 -11 -12 -13 15 -15 -16 -17 -18 18 -20 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0043788200777614746 0.0043842360952770958 -0.0040659152353971651 -0.0043817757804473874 0.0036148002666659454 -0.0043910185445419003 0.0043677627506033909 -0.0028873310980907368 0.0043805500669661483 0.0034973293301313328 -0.0035037320752134464 0.0043791679967900574 -0.0020159182504620584 0.0024747380375407849 0.0033858958359836667 -0.0043918038120431433 -0.0040476420466743854 0.0043787666621647112 -0.0043804917308925611 -0.0043823502829658505 -0.0043866258483200356 -0.0033911095081731713 -0.0043824152763307757 -0.001203015961965272 0.0044186087540674553 -0.0038128848325655945 -0.0043725733234135757 0.0025818135881996384 -0.0042811030478088997 -0.0028236781969979349 0.00049243427059978795
leaf_weight=0.0064268717745505901 0.0065418857867598481 0.016081711934432974 0.0066805399499116893 0.0099900774390562219 0.0063670701347291461 0.0024854085099832437 0.016693392245258565 0.0032406203681603065 0.0084001758077647537 0.018158217886998784 0.0074704568318111333 0.03278272458899778 0.035686792225988029 0.035001982918402064 0.010597897159641434 0.0094194340804278909 0.015133400241211348 0.0091682472211545019 0.010553568493548937 0.0079858428083525723 0.014121368081219998 0.0076136555617267723 0.063380990817790916 0.011171060445121839 0.0099517421767814085 0.0072757483787313495 0.045700909657170996 0.0081979829181335617 0.019096070659969655 0.44750221548071067
leaf_count=86 112 333 23 47 2 2 98 4 4 533 128 113 144 74 38 20 95 201 54 13 64 22 55 10 23 31 54 268 111 1148
internal_value=0 -1.12659e-05 -4.33617e-05 -1.07683e-05 -5.19627e-05 -0.00293698 1.02752e-05 6.75881e-05 0.00010148 -0.00230974 0.000164696 0.000125766 0.000216248 0.0018768 -0.00090355 9.20443e-05 0.000146769 5.49365e-05 -7.55643e-05 -5.76342e-06 5.67113e-05 0.000134255 0.000192496 0.000249385 0.000171903 0.000238985 0.00029645 0.00047904 0.00027664 0.000406559
internal_weight=0 0.902451 0.895909 0.889229 0.879239 0.0185671 0.860672 0.843978 0.837611 0.0213988 0.816212 0.808742 0.775959 0.0540001 0.0189981 0.721959 0.71254 0.697406 0.661719 0.651166 0.641998 0.627876 0.61989 0.612277 0.601106 0.591154 0.583878 0.520497 0.474796 0.4557
internal_count=3910 3824 3712 3689 3642 335 3307 3209 3207 537 2670 2542 2429 116 42 2313 2293 2198 2054 2000 1799 1735 1722 1700 1690 1667 1636 1581 1527 1416
is_linear=0
shrinkage=0.00437696


Tree=740
num_leaves=31
num_cat=0
split_feature=1 16 47 48 128 50 148 50 158 51 129 3 15 2 15 12 16 49 160 2 52 50 133 1374 33 39 16 15 2 12
split_gain=0.0180727 0.0203368 0.0212845 0.0319724 0.0236342 0.0220281 0.0219246 0.0189206 0.0224713 0.0217425 0.0202972 0.0216954 0.0286249 0.0221923 0.0208727 0.0340928 0.0399339 0.0295339 0.0269344 0.0372552 0.0229742 0.0201327 0.0193087 0.0221353 0.0241922 0.0178506 0.0201954 0.0173652 0.0168637 0.0161638
threshold=0.10113500000000002 0.050115000000000007 0.08801500000000001 0.12862000000000004 0.086435000000000012 0.11843500000000001 -0.080629999999999993 0.10119500000000002 0.084965000000000027 -0.10748999999999999 0.093990000000000004 -0.11266 0.035895000000000003 0.11635500000000001 0.088190000000000004 0.086935000000000012 -0.014099999999999998 -0.085974999999999982 0.085545000000000024 0.097940000000000013 0.091715000000000005 0.081160000000000024 -0.097724999999999992 -0.094679999999999986 -0.007134999999999999 0.16168500000000002 0.67964000000000013 0.15086500000000003 0.11260500000000001 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 8 9 -1 11 12 -11 14 15 17 -17 -13 19 -18 -16 22 -19 -24 -25 26 28 -22 29 -3
right_child=1 25 -4 -5 -6 -7 -8 -9 -10 10 -12 13 -14 -15 20 16 18 21 -20 -21 27 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00105005664632019 -0.00053028954829104199 -0.001261032955725301 -9.5315946167197981e-05 -0.00066577644569398018 -0.0010029484933986373 -0.00055109702709816655 0.0010621262181923848 -0.0011562149265096884 -0.00093623979730376625 0.00069111959535428542 -0.0013214499863005741 -0.0010953272761483617 -0.00058849724855040953 -0.0012026424012462982 0.00067091667774527215 -0.0012675275662294087 -0.0013219788052294247 -0.0013214428860571421 0.00087245268411700308 0.00031491576453410337 -0.0013204248965800627 -0.0011403057841307587 -0.00037973691014409712 -0.0012512860329580145 0.00046719597868727191 0.001003511130901955 0.00099081130351659648 0.00078653011190226709 0.00016722933517169706 6.467560066065579e-05
leaf_weight=0.037313335455223418 0.016375788756249676 0.062479256235519642 0.14537076672013427 0.033954635218833573 0.013325056279427372 0.019030059151191381 0.18660495861558968 0.030218741592449194 0.053295925716497439 0.14177520307396152 0.020655567177954137 0.036263185442293788 0.03876175661207526 0.02990512145743196 0.11718581980574072 0.086983175197104856 0.046797452931855332 0.014050947799233326 0.035200626550704328 0.050159849772740017 0.020308912594373396 0.020397454040221419 0.079053971915527099 0.014901277474563601 0.33345855122701362 0.017453888576710597 0.015726343695405376 0.010248220325593138 0.035154831370618922 0.02153320518664259
leaf_count=198 24 174 154 13 16 26 442 353 283 109 109 53 69 63 234 341 128 78 34 29 277 59 42 23 433 14 27 8 72 25
internal_value=0 0.000160104 0.00031158 0.000531234 0.00070394 0.000806387 0.000933656 -0.000125129 -9.88733e-05 -5.94985e-05 -2.57782e-05 -8.92993e-07 0.000416383 -8.50727e-05 -4.64361e-05 -0.000139465 -0.000573201 5.13487e-05 -0.000116211 -0.000475148 0.000405204 0.00014138 0.000200599 0.000250635 0.000393687 -0.000252185 -0.00041466 -0.000613796 -0.000600138 -0.000921241
internal_weight=0 0.567009 0.414661 0.26929 0.235336 0.222011 0.202981 1.21694 1.18672 1.13342 1.09611 1.07545 0.180537 0.894915 0.865009 0.717266 0.219141 0.498125 0.132158 0.0969573 0.147743 0.461862 0.441465 0.427414 0.34836 0.152348 0.134894 0.0305571 0.119167 0.0840125
internal_count=3910 987 675 521 508 492 466 2923 2570 2287 2089 1980 178 1802 1739 1220 532 688 191 157 519 635 576 498 456 312 298 285 271 199
is_linear=0
shrinkage=0.00131955


Tree=741
num_leaves=31
num_cat=0
split_feature=156 484 393 401 393 1426 4 482 133 0 160 455 1 0 3 13 11 52 448 2 14 38 51 4 475 0 15 0 51 51
split_gain=0.00635175 0.00620652 0.00627102 0.00612002 0.00620762 0.00622608 0.00892554 0.00754008 0.00701189 0.00957362 0.0088826 0.00708237 0.00715487 0.012751 0.0139171 0.0105453 0.0175721 0.012117 0.0119066 0.0117899 0.0119639 0.0113561 0.00991537 0.00986803 0.0135953 0.0122249 0.00951705 0.00948014 0.00936284 0.00902497
threshold=-1.0000000180025095e-35 -0.47092499999999993 -1.0000000180025095e-35 0.10072000000000002 0.11156000000000001 -1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 -0.26719999999999994 0.14676000000000003 -0.23073999999999997 0.10340500000000001 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 -0.0010249999999999997 0.08184000000000001 -0.087094999999999992 -0.081394999999999981 0.11260500000000001 -0.073394999999999974 0.13790500000000003 0.094915000000000013 0.0021050000000000005 -0.081774999999999973 -0.11756999999999999 0.024640000000000006 0.18055000000000002 -0.42891999999999991 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 -7 -10 12 13 14 -12 16 18 -17 -14 22 -21 28 29 24 -16 -25 27 -15 -20 -19
right_child=1 2 3 -5 -6 6 -8 -9 10 -11 11 -13 15 26 23 17 -18 19 21 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042085115223352331 -0.0042162291181231546 -0.0042087491476516916 -0.0042212982060159422 -0.0036600300904045483 -0.0042098350317567226 -0.0042099572675084723 0.0033659673428213343 -0.0038876462275075517 -0.0021521559310152105 0.0021912143037222049 -0.0042115885437004922 -0.0037565820639193959 -0.0039565885141452997 -0.00098245928604018154 0.003399356051220429 -0.0016507632158723816 -0.0014484683606881394 0.0010588036714744968 -0.004209682885077665 0.0020888249616171244 -0.0029113494915988182 -0.0042116799671364485 0.003851454524185784 -0.0042143795280221172 -0.0042159486815666492 0.0010476161620989433 0.0016016859692643132 0.0017248378929084821 0.0028474994235098382 -0.0015469540001775352
leaf_weight=0.0064214701617899541 0.0061637073117708488 0.0061630839671806817 0.0058270388802128528 0.0078000456581293056 0.0059207345928484747 0.014135315283709815 0.014934627134039147 0.0083721362289850276 0.027789414889582531 0.0058452762023080132 0.023179638148164372 0.0076632035725197048 0.005413995750132016 0.088746959177882445 0.005153994791612603 0.05305963603325381 0.029236388790991441 0.16126896874777685 0.0034224385035486185 0.011853521935336175 0.029664348033293209 0.0044205302838236085 0.019206718202099182 0.0090770088881981792 0.021281812720900461 0.056172774997236274 0.078423463638642943 0.030849938219034811 0.11967199400271511 0.027542279320186935
leaf_count=197 63 76 65 193 51 205 204 125 298 4 316 23 9 255 11 158 55 199 22 11 70 6 22 27 179 101 348 21 578 18
internal_value=0 -9.31547e-06 2.00806e-05 4.98347e-05 8.31672e-05 0.000112647 0.000142136 8.49173e-05 0.00012484 -0.00233731 0.000185343 0.00026806 0.00030772 -0.000184098 -0.00129919 0.000638821 0.00150446 0.00017491 0.00215393 0.000563109 -0.00148378 0.00241337 0.000971644 -0.000562893 -0.00273125 0.000315611 0.000462733 -0.000284114 0.00265129 0.000678697
internal_weight=0 0.888261 0.882097 0.875934 0.868134 0.862213 0.856386 0.841452 0.83308 0.0199806 0.813099 0.78531 0.777646 0.312886 0.114865 0.464761 0.162165 0.302595 0.132929 0.249536 0.0415179 0.127515 0.208018 0.0916856 0.0264358 0.0652498 0.19802 0.119597 0.123094 0.188811
internal_count=3910 3713 3650 3574 3381 3330 3265 3061 2936 209 2727 2429 2406 1258 634 1148 670 478 615 320 81 606 239 318 190 128 624 276 600 217
is_linear=0
shrinkage=0.004207


Tree=742
num_leaves=31
num_cat=0
split_feature=1212 156 1453 0 0 4 11 474 41 159 11 403 146 3 15 49 128 1184 1 15 3 0 43 1186 13 394 48 43 1132 3
split_gain=0.00597735 0.00582849 0.00586885 0.00577627 0.005909 0.00951797 0.0121751 0.00787666 0.00993248 0.0100312 0.00856556 0.00716677 0.00720731 0.00715965 0.00996074 0.0117446 0.008085 0.00750616 0.00743417 0.00718817 0.0206933 0.0149312 0.0122192 0.0133704 0.0142285 0.0117653 0.0117038 0.0111507 0.0132598 0.0122537
threshold=0.099010000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.26606499999999994 -0.23821499999999998 0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 0.081670000000000006 -0.11345499999999999 0.088315000000000018 -0.092224999999999988 0.085010000000000016 -0.10628499999999998 0.079360000000000014 -1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 -0.078669999999999976 -0.11287999999999999 -0.083394999999999983 0.085080000000000003 -0.09547499999999999 -0.39356499999999994 0.086870000000000017 -0.074254999999999988 -0.10116499999999999 -0.044019999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 11 -7 9 -9 -10 -6 13 14 18 -16 17 19 -13 20 21 -15 -21 24 -24 -26 -23 28 -22 -29
right_child=-2 2 -4 4 5 7 -8 8 10 -11 -12 12 -14 16 15 -17 -18 -19 -20 22 27 26 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0031894167883771939 -0.0031897940682402062 0.0028034915949890216 -0.0031949355077202195 -0.0020282492398286758 -0.0022549542063151759 -0.0032009040125906547 -0.002659523991113198 -0.0029393019441241301 0.0023596065318569398 0.0024772687492227766 -0.001850240051656399 0.00072217773958185068 -0.0031689396507351658 0.0012288171279677396 0.0014753383527363099 -0.0026647676846891792 -0.0031896288302797667 -0.0030242579770284567 0.0027605139751810392 0.0020852421858064446 -0.0031940206673236275 -0.0031905075725960491 0.001186085234882594 0.0026972334250774466 0.0028005056723912317 -0.0026149508102067337 0.00014506710443349901 -0.0031897411041041188 0.0015223353977642177 -1.3977275163151083e-05
leaf_weight=0.0058105748803640713 0.0060400983991399917 0.0076006140570825656 0.0057524188918875998 0.014195014743108914 0.014062366136762705 0.0041027038969332344 0.017938641086459484 0.003742197609426511 0.0073524668371192084 0.048807058557599703 0.014809311760473065 0.058425806720322271 0.0070305080746493323 0.014226687314476294 0.012510507483966649 0.015715637908982671 0.0082965880886050059 0.0083350628989933284 0.026412411696014715 0.042784351728073489 0.0065675189543981096 0.045531143463783508 0.02468513551889373 0.014644531711837772 0.0046627109113614998 0.03253424769041402 0.013976162290582295 0.01290186450821551 0.078401477726742996 0.28939660791655797
leaf_count=197 180 27 62 47 380 3 134 10 37 341 17 64 20 16 5 69 161 42 49 113 5 474 48 12 2 530 107 134 254 370
internal_value=0 -6.91598e-06 1.47021e-05 3.64325e-05 1.14561e-05 4.64304e-05 -6.44651e-05 0.00110037 0.00133657 0.00209154 -0.000453567 -7.91541e-07 4.34165e-05 7.52252e-05 0.000810904 -0.000829773 -6.41162e-05 -2.00642e-05 0.00135677 2.30852e-05 -0.00015744 -0.00170556 0.000720609 -4.23266e-05 -0.000690649 -0.00193611 -0.0024071 0.000137316 0.00115779 -0.000149516
internal_weight=0 0.861212 0.855402 0.849649 0.842049 0.827854 0.74904 0.0788137 0.074711 0.0525493 0.0221618 0.731101 0.717039 0.710008 0.113064 0.0282261 0.596944 0.588648 0.0848382 0.580312 0.461001 0.073734 0.119311 0.0765266 0.0618821 0.037197 0.0595073 0.387267 0.084969 0.302298
internal_count=3910 3730 3533 3471 3444 3397 2989 408 405 351 54 2855 2475 2455 187 74 2268 2107 113 2065 1360 597 705 592 580 532 581 763 259 504
is_linear=0
shrinkage=0.00318838


Tree=743
num_leaves=31
num_cat=0
split_feature=1213 52 484 1 1 42 41 1 147 42 394 12 14 13 52 2 15 454 43 4 3 403 39 4 48 4 0 42 150 12
split_gain=0.0247924 0.0222114 0.0269817 0.0274418 0.0271614 0.0266658 0.0256741 0.024999 0.0225513 0.0221137 0.0297549 0.0235839 0.0228841 0.0297653 0.0288526 0.047076 0.0283836 0.0278266 0.0289602 0.0506623 0.0565499 0.0252813 0.0301236 0.0406305 0.0338904 0.0288219 0.0344249 0.0420075 0.0365621 0.0381479
threshold=-1.0000000180025095e-35 0.18936500000000003 -0.0043499999999999988 0.12811000000000003 0.094695000000000015 -0.11403999999999999 0.087145000000000014 0.11215000000000001 1.0000000180025095e-35 -0.10298999999999998 -0.088129999999999986 0.10852500000000001 0.07802000000000002 -0.089899999999999994 0.11588000000000002 0.097940000000000013 -0.13578499999999996 -1.0000000180025095e-35 -0.50329499999999994 -0.48072499999999996 -0.14539499999999997 -0.082404999999999992 0.005105000000000001 -0.23071499999999998 0.12675000000000003 -0.082509999999999986 -0.10071499999999999 0.088235000000000022 0.09202500000000001 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 9 -6 -3 -7 -11 12 13 14 15 16 -12 -15 -19 -20 -21 -22 23 -23 25 -25 -27 -28 29 -29
right_child=1 8 3 -5 7 6 -8 -9 -10 10 11 -13 -14 17 -16 -17 -18 18 19 20 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00076027111181315029 -0.0011984775858222567 -0.00064485548783358901 -0.00082529154072638828 0.00053170498745976492 0.00087970417340697815 0.00095935034146277546 -0.00093447555703509485 -0.00063408352418472809 0.0010575151151922891 -0.001161874610348559 -0.00099413033183369027 -0.00066218977807397307 -0.00076316408743298705 -0.0010111993545985983 -0.00054497827150403995 0.0010974768985377522 0.00034316538294854802 0.00099020279181662803 -0.0010936079869319831 0.0010102138650576629 -0.0011786394764939953 -0.0010597504174017119 0.00080402230817931144 0.00066023654276092336 -0.0012064069673646581 0.00019637888258418831 -0.00076747885922592287 0.0008164557314965929 -0.0011695343230851485 -0.00060382286201742853
leaf_weight=0.06353759087528521 0.05017737691872648 0.11750933168673316 0.052271346310250544 0.16011886676233178 0.026000589628893067 0.038281795066724356 0.037807130463079486 0.038891026888450142 0.01227636361727491 0.028884662659267035 0.026245082205605286 0.062097244480810221 0.043961841976852045 0.035960565892311336 0.039830855501350015 0.12736040104573476 0.16645779034342956 0.045586687316245267 0.055677496096905199 0.085264260921121715 0.02543739459304184 0.051438816182780789 0.066736376948938414 0.10570320837450686 0.030516226772306254 0.47436146574545979 0.15051347838652118 0.088775176802300848 0.026046685827168403 0.03882794977607773
leaf_count=592 416 431 116 293 23 16 69 50 6 81 18 108 43 48 18 82 107 14 139 75 287 15 125 61 16 150 318 83 35 75
internal_value=0 -3.50096e-06 2.51053e-05 5.65043e-05 -0.000538145 1.65428e-05 4.03058e-05 -2.75433e-05 -0.000483829 6.06225e-05 4.12469e-05 6.11414e-05 8.7803e-05 0.000110604 0.000414288 0.000533665 0.000161033 2.52742e-05 5.52145e-05 1.96745e-05 7.3875e-05 -1.5592e-06 2.74284e-05 -2.62126e-05 3.19063e-05 7.46426e-05 -4.86566e-06 -0.000318719 0.000120881 0.000384284
internal_weight=0 2.30902 2.17923 2.06416 0.115069 1.90404 1.85177 0.0648916 0.129786 1.81397 1.77568 1.7468 1.6847 1.64074 0.359894 0.320063 0.192703 1.28085 1.24489 1.1993 1.14362 1.05836 1.03292 0.966183 0.914744 0.884228 0.778525 0.304163 0.15365 0.127603
internal_count=3910 3318 2881 2392 489 2099 1983 73 437 1914 1898 1817 1709 1666 225 207 125 1441 1393 1379 1240 1165 878 753 738 722 661 511 193 158
is_linear=0
shrinkage=0.00119516


Tree=744
num_leaves=31
num_cat=0
split_feature=1213 475 403 52 484 52 1 12 15 48 1 52 51 51 457 9 12 16 13 454 133 48 42 133 376 130 130 2 1374 3
split_gain=0.0366796 0.0351737 0.0293649 0.0360977 0.0325004 0.0286286 0.0269814 0.0263653 0.0259467 0.0241576 0.0369887 0.0358807 0.0315621 0.0291046 0.028717 0.0371059 0.0341738 0.0216194 0.0236524 0.0210513 0.0198926 0.0195437 0.018927 0.0275808 0.0244709 0.0373852 0.0303733 0.0221752 0.0339289 0.0486018
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 -0.42985499999999993 -0.0043499999999999988 0.18936500000000003 0.12730000000000002 0.11655500000000001 1.0000000180025095e-35 0.12675000000000003 0.10386500000000001 -0.076599999999999988 -0.10145999999999998 -0.07742499999999998 -0.070739999999999983 0.091655000000000014 -0.013124999999999998 0.099280000000000021 -0.040319999999999995 -1.0000000180025095e-35 -0.031394999999999992 0.096390000000000017 -1.0000000180025095e-35 0.15580000000000002 0.08801500000000001 -0.076814999999999981 -0.084569999999999992 0.086545000000000025 -1.0000000180025095e-35 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 21 8 6 7 9 -5 10 12 -12 -6 -13 -15 16 -16 -8 -19 -14 -7 -4 23 24 25 26 -21 28 -24 -30
right_child=2 -3 3 4 5 20 17 -9 -10 -11 11 13 19 14 15 -17 -18 18 -20 22 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014611300400876603 -0.0010158848898028613 -0.0013092916661402087 -0.0014598055724135803 -0.0009929071660732668 -0.0011798398102969333 0.00092519718750528354 0.001226541714586093 -0.00084073461843351663 0.00062039758875307501 -0.00077628066096515648 0.0014503042201374876 -0.001276453245196431 -0.0012172391841033829 -0.0010198294118760275 -0.00038808950647464428 -0.00086334222742365924 0.0012543246293098098 0.0012906913822185897 -0.00040122848040478692 -0.001248339468230647 -0.00090643405607148102 0.00032071751455165653 -0.0014580834140503806 0.00095592973351328939 0.0014617442648011414 -0.0014286665915698141 0.00079850084109541256 0.00033195897575146697 -0.00021150636621422838 0.0013849836883228644
leaf_weight=0.011124140117317438 0.059517621183886926 0.077450036490916196 0.052057243308411993 0.10161268467612838 0.043077704929148308 0.014660112325145747 0.083107808961813023 0.062737179583564173 0.02672440856895264 0.061413935403834219 0.078987429675180465 0.022040172254492063 0.025703046589116707 0.024157581821782514 0.033620910241552338 0.028839799680099532 0.13430238440287201 0.026289342195923382 0.052681392953672912 0.023995488167201984 0.088934253346451331 0.017477855152719712 0.03587591018731473 0.030274943084805273 0.011693205102346838 0.076109873463452771 0.042896979468423524 0.73134162147039206 0.25726607696264359 0.048030064310296439
leaf_count=4 451 588 312 390 71 36 231 51 112 45 94 13 30 7 64 12 117 16 43 36 284 26 19 7 4 228 22 343 243 11
internal_value=0 -0.000961351 -5.90194e-06 2.09828e-05 5.41474e-05 9.89265e-05 0.000138885 8.68535e-05 -0.000656959 0.000120893 0.000154322 0.000597295 4.67912e-05 0.000319979 0.000479247 0.000663296 0.000925487 0.000707863 0.000162011 8.79703e-05 -0.000647232 -0.00101227 0.000114649 -0.000315746 -0.000564621 -0.000730316 6.42637e-05 0.000188877 -0.000117837 3.9658e-05
internal_weight=0 0.0885742 2.29543 2.23591 2.16637 2.03804 1.93444 1.77236 0.128337 1.70963 1.64821 0.321948 1.32626 0.242961 0.220921 0.196763 0.167923 0.162079 0.0789707 1.28319 0.103594 0.0695351 1.25748 0.18497 0.154696 0.143002 0.0668925 1.07251 0.341172 0.305296
internal_count=3910 592 3318 2867 2529 2027 1707 1417 502 1366 1321 307 1014 213 200 193 181 290 59 943 320 338 913 297 290 286 58 616 273 254
is_linear=0
shrinkage=0.00145689


Tree=745
num_leaves=31
num_cat=0
split_feature=1213 475 49 158 101 1373 1373 1 1 1 457 133 147 15 12 50 133 12 3 403 4 160 0 13 132 2 133 133 15 12
split_gain=0.0061741 0.00745549 0.00637 0.00601025 0.00592691 0.00586061 0.00619771 0.00694554 0.0136775 0.0106296 0.0149894 0.00817776 0.00856381 0.00840668 0.00809386 0.00802803 0.00813683 0.00975522 0.0105066 0.00958956 0.00903769 0.0088607 0.00850858 0.00779184 0.0077617 0.00783926 0.00806246 0.00949575 0.00932367 0.012273
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.083359999999999976 0.11034000000000001 -0.08175499999999998 0.11103 0.10855000000000002 0.085835000000000009 0.083370000000000014 0.086560000000000012 0.53894500000000012 0.19121000000000002 0.083685000000000009 -0.14676499999999995 -0.095029999999999989 0.082725000000000007 -0.10870499999999998 0.10214500000000001 0.10666500000000002 -1.0000000180025095e-35 -0.44477499999999992 0.10150000000000002 0.14676000000000003 -0.15610499999999997 0.079995000000000011 0.14808000000000002 -0.26719999999999994 -0.16268499999999997 0.085950000000000013 0.129665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 8 11 -9 24 12 13 -6 -15 16 22 18 19 -18 -19 23 -16 -21 25 26 -11 -28 -29 -30
right_child=3 2 -4 -5 5 -7 -8 9 -10 10 -12 -13 -14 14 15 -17 17 20 -20 21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0035930636520367519 -0.003599008162016254 0.0033521887352188397 -0.0035922298348644013 -0.0029225722743247522 -0.0035962160275702722 -0.0031334737725774676 0.0035824629299249329 0.00276727024290789 -0.0032685429474068189 -0.0034305932262337665 -0.0034569892370950117 -0.0035928202517451742 -0.0035935394951251433 -0.0034353907952519745 -0.0035929458883501471 -0.0027771401890583315 -0.0035921406620712981 0.0005952829168507154 0.0034890522267972865 -0.0024153245507271062 -0.0035995113981727449 -0.0028874125540948327 0.0015607580443449925 0.00090671319556368988 0.0023296474489902428 0.0028030149041937766 0.0035243045251187083 0.00031100864313601833 -0.0024612086161529862 0.0035553193209250178
leaf_weight=0.0026765202637761823 0.0057156496541210791 0.0019101816742477231 0.015699916990051577 0.0088921002111135294 0.007985111606785722 0.0072992705872820798 0.0065294781215925459 0.022616618864901739 0.018926757688120688 0.0079771227735818684 0.013676533882971853 0.0086001643920496917 0.0085611771786489044 0.0079935788731972934 0.01291367648417463 0.011096766361763599 0.007140055785129106 0.012702656546025537 0.016255341004580259 0.0094983924004736764 0.013832807370448563 0.0088807271280302302 0.0060720966423559722 0.21853988878997654 0.024365790983097213 0.014820462533293721 0.010869619721233903 0.32356341938003652 0.031006072531766904 0.0050885771488538003
leaf_count=4 6 4 584 134 81 18 3 33 71 52 11 203 57 33 157 260 157 6 10 7 61 56 7 489 134 106 13 909 236 8
internal_value=0 -0.00199035 -0.00283896 1.39647e-05 4.49571e-05 6.98463e-05 9.80338e-05 7.03887e-05 -0.000295489 0.000367775 0.000241969 -0.00013475 -4.76571e-05 4.35292e-05 0.000132977 0.000222977 0.000331831 0.000482507 0.000693917 0.00050775 -0.00159144 0.000631308 -0.00194467 0.000768342 0.000363085 0.00024126 0.000140954 0.000217846 0.000117918 -0.00161301
internal_weight=0 0.0202866 0.0176101 0.85142 0.842528 0.836812 0.829513 0.822983 0.368999 0.453984 0.431368 0.350072 0.341472 0.332911 0.324926 0.316932 0.305836 0.28685 0.260314 0.244059 0.0265355 0.236919 0.0189858 0.228038 0.417691 0.393325 0.378505 0.370528 0.359658 0.0360946
internal_count=3910 592 588 3318 3184 3178 3160 3157 1655 1502 1469 1584 1381 1324 1243 1210 950 786 719 709 67 552 164 496 1458 1324 1218 1166 1153 244
is_linear=0
shrinkage=0.00359063


Tree=746
num_leaves=31
num_cat=0
split_feature=4 11 150 12 480 1211 1456 1453 47 50 14 49 156 2 1375 133 4 159 16 2 2 122 3 3 43 3 133 3 0 0
split_gain=0.0179428 0.0244519 0.0191922 0.0212624 0.0172837 0.0172316 0.0153325 0.0169034 0.0151269 0.0227963 0.0158226 0.017469 0.0149103 0.0152021 0.0305844 0.0201162 0.0207813 0.0187181 0.0173042 0.0160963 0.0305206 0.0150965 0.016724 0.0276625 0.0213056 0.0223414 0.0210037 0.0187488 0.0156308 0.0146318
threshold=0.27020000000000005 0.08184000000000001 0.081245000000000026 -0.036459999999999992 0.08456000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.09343499999999999 0.096475000000000019 0.11901000000000002 -0.46879999999999994 0.090775000000000008 0.10691500000000002 0.086545000000000025 -1.0000000180025095e-35 0.19121000000000002 0.22584000000000001 0.09141500000000001 -0.52488999999999997 0.087005000000000013 0.087995000000000004 0.09197000000000001 -0.078884999999999997 -0.084014999999999992 -0.074254999999999988 0.084925000000000014 -0.17468499999999998 -0.084129999999999996 -0.10303999999999998 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 7 -1 9 10 -5 -12 13 14 -8 16 19 21 -18 -15 -21 22 23 27 -24 26 -26 28 -16 -30
right_child=2 -3 -4 8 -6 -7 12 -9 -10 -11 11 -13 -14 15 17 -17 18 -19 -20 20 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00090851087093905803 0.0012514460338158705 -0.0011926948649844105 0.001377288204335205 -0.00063248918683578401 -0.001458201050641783 -0.0014580472395615916 -0.001449337286373516 -0.001350835261051665 -0.00080017644228371377 -0.0014600131216267727 0.0014384834933892402 -0.00022421354255747553 -0.0013457938539711905 0.0010200797210994002 0.00052807863161105542 -0.0014588160916105149 0.00032423013461257521 -0.0013589652010467558 -0.001331253004360707 -0.0014604617948747521 0.00022691092075081368 -0.0014610143881121657 0.0010221187336819219 -0.0014587506942056591 0.001009211537393801 0.00089600260014732714 -0.00059658133970767573 0.0014636830583772673 -0.00095393764312492709 0.0005305129542786933
leaf_weight=0.0088392874392866361 0.030964524660817005 0.042530019653213347 0.032927653950991953 0.018608890852192417 0.018814978640136704 0.018263683070415371 0.038025805410825342 0.034309045493841839 0.043078398404759355 0.014183162564222584 0.041509997538924037 0.01981412667373661 0.017381584677821027 0.050743773134172443 0.040176526936420487 0.016547098119076509 0.021898514736676589 0.023215354374883646 0.034539218811914907 0.023539598631231229 0.68031688921530531 0.014753157607628964 0.06255330309340934 0.035072987360990737 0.021034485569543904 0.044965256282011978 0.09709716265888324 0.016215283860219643 0.058077681605368525 0.018609531604170115
leaf_count=31 184 160 101 11 249 216 42 317 36 13 85 42 100 43 32 164 9 58 47 124 966 7 100 233 23 22 136 2 312 45
internal_value=0 -0.00010448 0.000360155 0.000160987 -7.13029e-05 -5.23413e-05 -3.34348e-05 -0.00088799 -8.51272e-05 0.000242162 0.000544192 0.000901258 -5.38975e-06 1.25682e-05 -0.000196745 0.000131389 0.000163833 -8.64299e-05 -0.000688906 0.000227611 0.000170479 -1.41206e-05 4.0085e-05 -0.000307711 0.000299259 2.20168e-05 -0.000310654 -4.35446e-06 -0.00020805 -0.000593709
internal_weight=0 1.43752 0.201087 0.168159 1.39499 1.37618 1.35791 0.0431483 0.137195 0.0941162 0.079933 0.0613241 1.31476 1.29738 0.469797 0.827585 0.811038 0.431771 0.0564377 0.7546 0.703856 0.408555 0.393802 0.168152 0.22565 0.163097 0.118132 0.133079 0.116864 0.0766872
internal_count=3910 3438 472 371 3278 3029 2813 348 187 151 138 127 2465 2365 1012 1353 1189 970 56 1133 1090 912 905 624 281 181 159 391 389 357
is_linear=0
shrinkage=0.00145689


Tree=747
num_leaves=31
num_cat=0
split_feature=45 1372 8 42 42 39 13 15 1366 48 50 3 150 133 457 160 1375 484 1374 0 457 43 475 12 3 457 52 124 104 52
split_gain=0.00584362 0.00650061 0.00615042 0.00603825 0.009445 0.00720764 0.0101623 0.0116929 0.00948073 0.00959629 0.0113858 0.0101528 0.0150705 0.0136966 0.0117588 0.0117318 0.0139362 0.0108591 0.0117581 0.0124375 0.0152597 0.0143824 0.0179355 0.0108268 0.0099841 0.00987981 0.00986427 0.00937247 0.00926812 0.00968816
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.092789999999999984 -1.0000000180025095e-35 -0.085679999999999992 0.005105000000000001 -0.037444999999999992 -0.067359999999999989 -0.081619999999999984 0.12649500000000002 0.10625000000000001 0.10420500000000001 0.088040000000000021 0.093130000000000004 0.097740000000000007 -0.092169999999999988 -0.012944999999999998 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 0.090920000000000015 -0.074254999999999988 -1.0000000180025095e-35 0.10297500000000001 0.13772500000000001 0.094310000000000019 -0.092854999999999979 -0.52484999999999993 0.077595000000000011 0.10218500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 7 27 -5 10 11 13 -13 15 -15 16 -10 25 -19 -20 21 22 -21 -24 -11 -17 -23 -7 29 -28
right_child=1 2 3 5 -6 6 -8 -9 9 24 -12 12 -14 14 -16 17 -18 18 19 20 -22 26 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0033853100423701247 -0.0033884656913759116 -0.0033689142559025879 -0.00016946908570949788 -0.0033885473293121761 -0.0023552549394776365 -0.0033877065612260356 0.0030226646394324883 -0.0021783060969991232 0.0033275425374798069 -0.0027718158233413434 -0.002447286549238504 0.00044645883734724211 0.0033931070506267626 -0.0026746335546408741 0.0030810158896446434 -0.0033870622634016123 -0.0025100324379186711 -0.0011743708311002929 0.0027632728929344462 -0.0025857776761978959 -0.0033204676282807474 -0.0021417171364267666 0.0022878207165148621 -0.00043239290622876404 0.00092074950854760898 0.0032129602240856484 0.00073130623503114237 0.0027304349051069546 -0.0029780326313949479 -0.0029842520413590236
leaf_weight=0.005693269508242337 0.0066413400455687102 0.006261025989715562 0.095135394631093106 0.0092354773357499198 0.029697065239851383 0.0034177207853645078 0.02275045098673445 0.014766044328666794 0.0055131931353571409 0.025932971531346993 0.018483701937761055 0.076337830495560866 0.026863057702939841 0.032001668223784918 0.0046547207039111518 0.014633914582589114 0.031049615727773983 0.043440527637130799 0.030314125348013476 0.011422618556593989 0.011562085045625281 0.021598389490605996 0.1031869172639972 0.019997010255565328 0.012387021637550788 0.0031566670814981981 0.13568651378272989 0.017774139605648998 0.0092750081239501014 0.0085396847642869034
leaf_count=31 49 6 547 43 507 4 161 44 7 52 280 162 70 337 7 253 241 36 27 92 20 147 140 21 31 6 374 161 13 41
internal_value=0 -5.40489e-05 -2.78441e-05 -2.90588e-06 -0.000689457 0.000117131 0.00125289 0.000133154 1.53742e-05 6.40352e-05 0.000167586 0.000249613 0.00121347 4.49541e-05 -0.00194377 0.000207177 -0.0016298 0.000369878 0.000486338 0.00069153 0.000496045 0.000638525 0.00147014 0.00184624 -0.00157819 -0.00221599 -7.71537e-07 0.00174373 0.00030047 0.000511307
internal_weight=0 0.851716 0.845075 0.838814 0.124832 0.713981 0.0587084 0.0359579 0.655273 0.646037 0.607717 0.589234 0.103201 0.486033 0.0366564 0.449376 0.0365628 0.412813 0.395023 0.351582 0.321268 0.309706 0.134607 0.123184 0.03832 0.0177906 0.1751 0.0211919 0.153501 0.144226
internal_count=3910 3879 3830 3824 1054 2770 370 209 2400 2357 2274 1994 232 1762 344 1418 248 1170 911 875 848 828 253 161 83 259 575 165 428 415
is_linear=0
shrinkage=0.00338353


Tree=748
num_leaves=31
num_cat=0
split_feature=375 376 43 1 48 51 42 156 42 16 42 4 50 1 47 1 51 148 2 474 52 52 14 131 12 33 9 2 158 13
split_gain=0.00552557 0.0058375 0.00835926 0.00736944 0.0109949 0.00897085 0.00782649 0.0102223 0.00815544 0.0096984 0.0117779 0.0108236 0.00775599 0.00841782 0.010726 0.0120771 0.015011 0.0103139 0.00860974 0.00835697 0.00960686 0.00831195 0.00827182 0.00845941 0.00808799 0.00784412 0.00897947 0.00737095 0.00698124 0.00940947
threshold=0.092405000000000015 0.08801500000000001 -0.11267999999999999 0.14000500000000002 0.12649500000000002 -0.40274499999999996 -1.0000000180025095e-35 0.013700000000000002 -0.088669999999999985 -0.078844999999999985 -0.11145999999999999 -0.08422499999999998 0.10625000000000001 0.12811000000000003 0.10887000000000001 0.10420500000000001 -0.10748999999999999 -0.080629999999999993 0.10836000000000003 -1.0000000180025095e-35 0.098910000000000012 -0.40083499999999994 0.077685000000000018 0.08956500000000002 0.10809500000000001 -0.007134999999999999 0.091370000000000021 0.13705500000000001 0.085110000000000005 -0.098524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 8 9 10 -1 -12 13 14 15 16 -8 -17 -16 -19 21 -21 23 24 25 -18 28 -14 29 -27
right_child=-2 2 -4 5 -6 -7 12 -9 -10 -11 11 -13 27 -15 18 17 22 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0038527919972018406 -0.0037816360457623484 -0.0018706466075924075 0.0038367797917839923 -0.0040461356528888959 -0.0023139739864026505 0.002977080568898012 -0.0040457102617096931 0.0022182170040539509 -0.0034540695913116968 -0.0031396138637681814 -0.0040464018717117174 0.0024830563103997983 -0.00404629366359002 0.0028071147046923256 -0.0038469436170911497 -0.0027787098771190752 -0.0036987193588117334 -0.0027087816126256927 0.0010847565078138182 -0.0023120762869814231 -0.0013690957526155409 0.0033236477797998019 -0.0040467075800733245 -0.0030985900331150021 -0.0040498144709850926 0.0018101164154954504 0.004076856849911048 0.0013681022124941938 -0.0022992451937089106 0.00015827559038705759
leaf_weight=0.0085712531838453287 0.0063875538212414531 0.0059635675661411361 0.014156368511976325 0.0034233911537739905 0.035984629845813743 0.022641464754599383 0.014567574448008713 0.013310518123830661 0.026538350112236486 0.019053695616221944 0.0049010371281497092 0.02712870770903919 0.013388191683908701 0.019872968723973372 0.018986505787978558 0.0079797162460408799 0.0076833258221995484 0.0056496232336940002 0.0083265860575920669 0.0045958454056744804 0.0097139147237612633 0.062078180598689414 0.0076540508624418626 0.012431095688157257 0.0069350117153419424 0.067638644459691477 0.01072565047070384 0.0059331064364869226 0.015887690550471234 0.33894054143806329
leaf_count=92 12 10 71 9 92 137 172 85 526 175 73 58 269 98 76 19 31 31 15 44 43 209 68 103 73 91 6 15 144 1063
internal_value=0 -6.11371e-06 0.00214509 -6.01798e-05 -0.000131354 0.00205464 -2.50008e-05 -0.0010799 -0.00158921 -0.000759604 0.000357314 0.00148395 0.000139268 0.000217934 0.000132146 0.000250259 -3.43167e-06 0.00160996 -0.00234348 0.00203684 0.00238782 0.00293518 0.000122421 0.000191756 0.000283095 0.000351252 0.000423085 -0.00238366 0.000330322 0.000433076
internal_weight=0 0.820661 0.0201199 0.800541 0.774476 0.0260649 0.738492 0.0995036 0.086193 0.0596547 0.040601 0.0320297 0.638988 0.619667 0.599794 0.572481 0.482464 0.0900173 0.0273131 0.0820376 0.0763879 0.066674 0.467896 0.460242 0.447811 0.440876 0.433193 0.0193213 0.422467 0.406579
internal_count=3910 3898 81 3817 3671 146 3579 1009 924 398 223 131 2570 2286 2188 2097 1751 346 91 327 296 253 1579 1511 1408 1335 1304 284 1298 1154
is_linear=0
shrinkage=0.00404364


Tree=749
num_leaves=31
num_cat=0
split_feature=1373 1373 150 3 3 15 151 40 14 1455 403 484 1 157 4 157 157 1375 148 11 1 43 13 12 2 16 0 1 2 160
split_gain=0.00525099 0.00538186 0.00535326 0.0108797 0.0190064 0.020092 0.0149404 0.0127501 0.00862044 0.00816948 0.00783037 0.00858104 0.00764756 0.00748822 0.012769 0.00962193 0.00872835 0.00809064 0.00748675 0.00710838 0.00780818 0.00696502 0.0115573 0.0103414 0.00974266 0.00968469 0.0115772 0.00965583 0.00929288 0.00895019
threshold=0.11103 0.10855000000000002 0.082085000000000019 0.094625000000000015 -0.08348499999999999 -0.097269999999999981 0.056555000000000001 -0.010334999999999999 0.077685000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 0.073820000000000011 0.092550000000000007 -0.07637999999999999 -0.23071499999999998 -1.0000000180025095e-35 -0.236175 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.11744000000000002 -0.069974999999999996 0.17936000000000002 0.089995000000000006 0.099990000000000009 0.31524000000000002 -0.10303999999999998 0.12263000000000002 0.106035 -0.091109999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -6 -5 12 9 10 11 -1 -7 14 -12 -15 -16 -17 -19 21 -21 22 29 -23 27 26 -24 -25 -26 -20
right_child=-2 -3 3 6 5 7 -8 -9 -10 -11 13 -13 -14 15 16 17 -18 18 19 20 -22 23 25 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0037516494197248388 -0.0036887446693593803 0.0041846616459264904 0.0022497709209904114 0.00376018181882363 0.0033580195425913333 -0.0042091720243393818 -0.00020136227728048158 -0.0032483482378281763 -0.0035925204701006837 -0.0042088791081917312 -0.0042133956371206384 0.0011528944865189705 0.0038102868145751 -0.0037568250785908787 -0.0033708286884969524 -0.0032603241509267036 0.0033731415065913319 -0.003400106767536608 -0.0016892715408759712 -0.004129357279573807 0.0015010649263153006 0.00031826354806048881 0.0011558334476198522 -0.0039822829813413911 0.0034079318335566693 0.0015482615261072856 -0.0037702181545665315 0.0018473802662031084 -0.0013325686248572177 0.0019223870121476913
leaf_weight=0.020060028864069324 0.0069024864696984869 0.0053935758514853651 0.037718843603727237 0.036580225363195495 0.013016977589870748 0.0028378594456626169 0.031237429122029425 0.052219373227217147 0.013136838933093031 0.0086368207510432171 0.0055183554725317654 0.009213700387064705 0.0081458207641844638 0.012521695887549811 0.0037982083468222063 0.013304077931863389 0.032124373585091348 0.010793974688169783 0.013528319802517785 0.013526599784995597 0.006432181549826054 0.194997389090247 0.013146732186100962 0.031245984799710413 0.010275645033914316 0.021468907390499226 0.02360576193252939 0.0059931165806119671 0.025435825542786006 0.11868336076689445
leaf_count=793 19 3 177 73 30 12 30 84 112 255 45 52 90 163 44 47 176 78 160 45 21 518 10 227 27 19 72 19 94 415
internal_value=0 -3.48108e-06 -3.21037e-05 0.000601323 -0.000192768 -0.0014015 0.00193546 -0.00238175 -0.000221633 -0.000147122 -8.72244e-05 -0.00220798 0.00173829 2.43542e-05 0.00174479 -0.000114097 0.00266008 -2.33132e-05 6.47311e-05 0.000142917 -0.00231482 0.000249932 0.000865072 -0.000187255 -0.00153851 -0.000696719 -0.00200812 -0.00304408 3.14665e-05 0.00155283
internal_weight=0 0.794598 0.789204 0.181757 0.113939 0.07622 0.0678177 0.0632031 0.607448 0.594311 0.585674 0.0292737 0.0109837 0.556401 0.0414409 0.51496 0.0359226 0.502438 0.489134 0.47834 0.0199588 0.458381 0.190433 0.267948 0.0729506 0.0582214 0.0367525 0.0372391 0.0357115 0.132212
internal_count=3910 3891 3888 496 393 216 103 186 3392 3280 3025 845 102 2180 265 1915 220 1752 1705 1627 66 1561 676 885 367 101 82 246 121 575
is_linear=0
shrinkage=0.004207


Tree=750
num_leaves=31
num_cat=0
split_feature=0 4 43 1 2 3 11 2 3 15 48 1213 0 48 14 51 12 376 3 3 3 2 0 49 3 52 14 457 133 2
split_gain=0.0232874 0.033591 0.0448593 0.032419 0.0387794 0.044461 0.035913 0.0345817 0.0294349 0.0414036 0.0275859 0.0271265 0.0270131 0.0254496 0.0255451 0.0249563 0.0235622 0.0232414 0.0224965 0.0352179 0.0224716 0.0222542 0.0236899 0.0270448 0.0287692 0.021987 0.0213282 0.0205314 0.02035 0.0190588
threshold=1.0000000180025095e-35 -0.49837999999999999 -0.46376499999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.076695000000000013 0.077330000000000024 0.10393500000000001 -0.084129999999999996 0.083935000000000023 0.084500000000000006 0.0026950000000000008 -0.083564999999999987 -0.09386499999999999 -0.46637499999999993 0.088715000000000002 0.08598500000000002 0.048375000000000008 0.13772500000000001 -0.086169999999999983 0.094625000000000015 0.10362500000000001 -0.074249999999999997 0.12114500000000002 -0.08348499999999999 -0.080899999999999986 0.064610000000000015 0.041935000000000007 -0.10870499999999998 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 6 -6 8 12 21 13 28 -1 -7 -15 -12 -3 -4 19 -18 -17 22 23 24 -10 -22 -16 -27 -11 -26
right_child=1 16 17 4 5 10 -8 -9 9 11 15 -13 -14 14 26 20 18 -19 -20 -21 25 -23 -24 -25 29 27 -28 -29 -30 -31
leaf_value=-0.0013225510381290645 0.00097008554320183809 0.001119488317912217 -0.0013061604381360847 -0.00030613814277998869 0.0011086581676962883 -0.00074100796275289923 -2.3425448123204373e-05 -0.0013220764080955755 0.00089818594992814756 -0.0013201432621636096 -0.00063312665032396614 -0.0013207325048103331 -0.00024499086960518088 -0.00087655985176558618 0.0010783321271091765 -0.00080329827645701899 0.00049816020528154891 0.00031266691893272344 0.0013257328501488981 -0.0013269960798653752 -0.00054033832804141057 0.0013336273683741404 0.00075061012793894966 0.00064101170170847944 0.0013185587607950282 -0.00012297328743706866 -0.00044927031638673955 0.0010153518150444189 0.001000354547798514 -0.0011963781659575323
leaf_weight=0.06801546174943951 0.034588109760079533 0.092655537648624997 0.054070968921450913 0.36449880707073112 0.14275224259426977 0.026861677168199094 0.074128701922859364 0.057023432536880136 0.014193393037032598 0.0070597369099232301 0.14139030870001079 0.01117496314896016 0.10016249441491687 0.016729231261706445 0.10982214523801304 0.039034696668750257 0.054329060434611165 0.021615668417325651 0.024266778957098722 0.027842240639529336 0.039341329455055529 0.01262470366486923 0.023864058970389457 0.023818932519930058 0.0054898103680898194 0.043570322874074918 0.018611176948979846 0.075217861625787918 0.096925414642328178 0.1185337983912973
leaf_count=448 9 148 128 843 244 36 130 311 17 65 89 88 315 17 134 17 66 18 6 19 26 3 22 22 2 44 22 18 208 395
internal_value=0 0.000309349 -0.00027489 -8.55332e-05 4.51637e-05 0.000221186 0.000721718 -0.000350367 -0.000235376 3.42364e-06 8.57245e-06 0.000632865 -0.000680784 0.000438859 0.000657188 -0.000210062 0.000632949 -0.000843833 0.000209411 -0.000120261 9.33256e-05 -0.000361702 -0.000476834 -0.000657608 -0.000881399 0.00031466 0.000856968 0.000597826 0.000842812 -0.00108506
internal_weight=0 0.309368 0.110275 1.63084 1.09196 0.72746 0.216881 0.538886 0.481863 0.313685 0.510579 0.11516 0.168178 0.172024 0.145163 0.338555 0.199094 0.0756866 0.106438 0.0821713 0.197164 0.198525 0.1859 0.162036 0.138217 0.15813 0.128433 0.118788 0.103985 0.124024
internal_count=3910 394 155 3516 1620 777 374 1896 1585 822 403 361 763 209 173 194 239 146 91 85 105 461 458 436 414 88 156 62 273 397
is_linear=0
shrinkage=0.00131955


Tree=751
num_leaves=31
num_cat=0
split_feature=0 15 43 133 1186 1 133 2 3 15 130 0 133 151 39 48 0 15 151 49 1373 1375 14 3 47 13 3 9 132 1375
split_gain=0.00526292 0.00971589 0.00933363 0.00856583 0.0077914 0.010272 0.0165868 0.0136543 0.0115362 0.0165403 0.0105217 0.00898677 0.00904171 0.00891926 0.00853658 0.00900153 0.0100233 0.0147603 0.0156988 0.0150793 0.0133165 0.011913 0.0103887 0.00944215 0.00839398 0.010091 0.00968723 0.00927466 0.0101352 0.0109491
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.34918499999999997 -0.26719999999999994 0.085080000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.10393500000000001 -0.084129999999999996 0.083935000000000023 0.15335000000000001 -0.13870499999999999 0.086975000000000011 -0.49681999999999993 0.005105000000000001 0.12675000000000003 -0.10575999999999998 -0.093099999999999974 0.056555000000000001 -0.047309999999999998 0.084345000000000017 -0.029589999999999995 0.064610000000000015 -0.12817999999999996 0.09550500000000002 -0.084084999999999979 -0.078884999999999997 -0.016839999999999997 0.12562500000000001 0.071870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 10 11 -8 -10 -13 -14 15 16 17 18 19 -7 22 -21 -19 -18 25 26 -25 -27 29 -29
right_child=1 -3 3 4 -6 14 7 -9 9 -11 -12 12 13 -15 -16 -17 23 20 -20 21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0023798369014955945 0.0026283207692313817 0.00015436433885824744 -0.0029817576619421927 -0.0035924966938378836 0.0021906828326473575 0.0024953549517646315 -0.0026551423057367854 -0.0035949594060492793 -0.0036026395376470006 0.0026257570381048394 0.0036049131065194516 0.0013421033241218037 0.0036040697942487684 -0.0024268798414085703 0.0016849510084025064 -0.0017463493990656413 0.0017949922022251084 0.0026605220146177695 -0.0031579652147906761 -0.0035700784052002162 -0.0023637687467150466 0.00018007900093903204 -0.0011527502407769664 -0.0031717672144001888 0.00067901833321688994 0.0036002873995397105 0.002354813983481759 -0.0035108161730834754 0.003084850338756222 0.0035890212778134788
leaf_weight=0.023596420029818432 0.025173344149379773 0.10945618170012494 0.012844178878395951 0.024116145869548689 0.019906646365768665 0.031248867912381684 0.028232004048312831 0.015304879879138866 0.0099297694405322545 0.033912450324180554 0.0039453106001019469 0.032581273702334101 0.0037140767090022555 0.021251732919857602 0.045106739350671887 0.03343766952639271 0.017932860117980454 0.074227366072705081 0.018860834359657019 0.013179398854845203 0.0091876256246905541 0.063732888720608116 0.01051598790944297 0.0059258686734722224 0.027599664129041912 0.0031836923299124456 0.013192548093343248 0.049118733660094449 0.0036481052566159624 0.0029697539175685952
leaf_count=155 140 306 233 527 57 20 375 194 7 176 1 134 1 165 279 69 40 138 16 7 18 128 61 63 127 3 63 394 11 2
internal_value=0 0.000616951 -0.000162795 -7.95989e-05 -1.90825e-05 -9.28826e-05 -0.000830029 -0.000382529 -1.44287e-05 0.000580044 -0.00188759 -0.000448088 9.62312e-05 -0.00152968 0.000208528 3.23283e-05 0.000204957 0.000662967 -0.00013509 0.000392031 0.00174217 -0.000462534 0.00218732 -0.000613992 -0.00102293 -0.00162486 0.000641817 -0.00236035 -0.00270082 -0.00310603
internal_weight=0 0.13463 0.652403 0.628807 0.615963 0.596056 0.172988 0.148871 0.133567 0.101389 0.0321773 0.0674769 0.0575471 0.0249658 0.423069 0.377962 0.344524 0.220953 0.127022 0.108161 0.093931 0.0769123 0.0847434 0.123571 0.105638 0.0780387 0.0191184 0.0589203 0.0557366 0.0520885
internal_count=3910 446 3464 3309 3076 3019 1580 1053 859 483 376 307 300 166 1439 1160 1091 388 171 155 217 135 199 703 663 536 126 410 407 396
is_linear=0
shrinkage=0.00359063


Tree=752
num_leaves=31
num_cat=0
split_feature=0 4 52 12 42 3 49 1 47 15 1 48 50 51 51 15 4 3 42 2 12 1212 4 132 4 151 47 3 4 13
split_gain=0.0210308 0.027551 0.0446345 0.0276409 0.0261143 0.0246247 0.0271327 0.0229609 0.0268003 0.0253199 0.027503 0.0251041 0.0239428 0.0214876 0.0233915 0.0211603 0.0275955 0.0218081 0.020729 0.0200037 0.0336568 0.0196273 0.0223559 0.0194969 0.0174617 0.0174241 0.0205332 0.0281219 0.018945 0.0302324
threshold=-0.017269999999999997 -0.49837999999999999 0.10433000000000002 0.08598500000000002 -0.11403999999999999 0.13772500000000001 -0.062504999999999991 0.094385000000000011 0.087850000000000025 0.035895000000000003 0.11026000000000001 0.12862000000000004 0.11843500000000001 0.08955500000000001 0.089005000000000015 -0.0063699999999999989 -0.0031049999999999997 0.084925000000000014 -0.099059999999999981 0.08400500000000001 0.091735000000000025 -0.50114499999999984 0.035895000000000003 0.12562500000000001 0.22584000000000001 -0.0074049999999999993 0.09550500000000002 -0.078494999999999995 1.0000000180025095e-35 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -5 13 9 11 -11 12 -9 14 15 16 -6 19 -10 21 -21 -17 23 -23 -12 28 27 -27 -18 -30
right_child=1 3 -4 5 7 -7 -8 8 18 10 24 -13 -14 -15 -16 17 25 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00094731914615339718 -0.0010235825015164806 0.0010786861654797969 0.00069318443458873729 0.00094739144887433528 -0.0010228436069226147 0.001300301168228869 -0.00052804220923904183 0.0008274947479447888 0.0013124139325460672 -0.0010864252450270991 -0.00037240237660748194 -0.00049315453873334828 -0.00071611945677335881 -0.00094148208028712948 0.0010047920633475065 0.0010924502517539706 0.00094048484453433266 0.0007593137350357719 -0.00030797115707803735 0.00036504316775341945 -0.00080881475996971903 -0.0012151807680773649 0.00077314779134866668 0.0010963604536441724 0.0012985662127022251 8.2704041057025499e-06 0.00078607696042878579 -0.0012584556745399748 0.00045156451226112772 -0.0012487764405064439
leaf_weight=0.058686654118218828 0.059106832184056657 0.088911985907998425 0.044372986589223729 0.028590898502443451 0.093903952347744735 0.024926808895543218 0.077140625071479008 0.2125891442867669 0.014072121120989323 0.037395426524767572 0.021532343340368243 0.033490772970253602 0.018261624216393102 0.06129464588400424 0.02848830707353045 0.010565497037077876 0.036792085246815986 0.056332827506594185 0.21637233946034939 0.18131436323403705 0.052777383559146074 0.074100734880062191 0.013512620165329281 0.0066552779571793499 0.020366311546240468 0.052300450784542818 0.01784029630744044 0.066787211356881704 0.046044189188478413 0.028230476845919839
leaf_count=198 144 168 18 14 472 6 96 449 1 110 34 13 25 223 11 11 20 26 260 498 249 368 15 6 15 157 25 206 41 31
internal_value=0 0.000262906 -0.000287419 0.000522264 -0.000101875 0.000143624 -0.00012907 -6.64607e-05 0.000132309 0.000361207 -0.000279958 0.000553537 0.000705386 -0.000204451 -0.000145447 -0.000189899 -0.000425567 1.3953e-05 -0.000209022 -0.000109933 0.00010039 -0.000579579 -0.000766978 -0.00102468 0.000439831 -0.000199406 -0.000508241 -0.00070214 0.000181339 -0.000194705
internal_weight=0 0.32305 0.10348 0.21957 1.45971 0.130658 0.105732 1.40102 0.57408 0.343636 0.0792941 0.264342 0.230851 0.82694 0.765646 0.737157 0.341899 0.395259 0.230444 0.338926 0.234092 0.104834 0.0942686 0.080756 0.0418987 0.247995 0.136928 0.119088 0.111067 0.0742747
internal_count=3910 446 162 284 3464 116 110 3266 907 646 159 487 474 2359 2136 2125 952 1173 261 1147 747 400 389 374 49 480 388 363 92 72
is_linear=0
shrinkage=0.00129368


Tree=753
num_leaves=31
num_cat=0
split_feature=1 47 484 15 48 14 1 0 160 457 52 14 3 131 2 15 49 0 1374 3 0 3 3 39 403 48 0 2 160 16
split_gain=0.0198173 0.0269589 0.0247975 0.0199008 0.0345398 0.0287097 0.0269997 0.0215076 0.0214029 0.0227716 0.0197496 0.0203034 0.0222895 0.0185179 0.0182621 0.0218892 0.0269708 0.0299418 0.0430387 0.0257003 0.0238889 0.0359089 0.0226673 0.0219952 0.0245826 0.0349964 0.0236305 0.0247263 0.0213099 0.0175164
threshold=0.094385000000000011 0.096300000000000011 -0.0043499999999999988 0.035895000000000003 0.12862000000000004 -0.23083499999999998 0.11026000000000001 -0.10303999999999998 -0.51385999999999987 0.53894500000000012 0.18936500000000003 0.077685000000000018 -0.11266 0.08956500000000002 0.11635500000000001 0.098650000000000015 -0.085974999999999982 -0.10071499999999999 -0.094679999999999986 0.084925000000000014 -0.10209999999999998 -0.080454999999999985 0.10666500000000002 0.005105000000000001 0.03138500000000001 0.086870000000000017 -0.084304999999999977 0.088585000000000011 0.086620000000000016 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 -5 -8 -7 13 11 12 -4 -10 15 16 -14 18 -18 20 21 -20 23 24 25 -19 -26 -28 -27 -23
right_child=1 -3 10 6 -6 8 7 -9 9 -11 -12 -13 14 -15 -16 -17 17 22 19 -21 -22 29 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.0011438767213776664 -8.0395951212831475e-05 -0.00023037448032075481 0.00038719925277862059 -0.00089564307880681568 -0.00067749131356374616 -0.0012718577818826965 0.0011716243336370533 -0.00034190295232858746 0.0010714816154268727 -0.0011408785248295538 -0.0010147953636279944 -0.0012705098715318141 -0.0010498511471801369 -0.00025048975488981223 -0.0011226126161723335 0.00080964415789606188 -0.000689928108478781 -0.00099642188709238018 0.00094492601948406075 0.0008913025838292386 0.00099806233421384093 -0.0011796651325722788 0.00051422067006685055 0.00056143737540214906 -0.0012700602878600266 -0.00044818698711747461 0.00070785600600890819 -0.00092853861922059864 0.0011676091909704315 0.00036166918722259182
leaf_weight=0.038532884220273789 0.077153856423819889 0.22399181292689718 0.15887107401704226 0.046781163823197858 0.038772689495090162 0.0076813142695755223 0.02915119101817254 0.03133991069989861 0.20157167889465211 0.0086270061001414433 0.037300041243554349 0.022366591952504566 0.049411948162741748 0.01861955100571322 0.028829618078646035 0.040830011429193291 0.065696070902049541 0.18224523242776169 0.027291773337310588 0.11790440902404953 0.03236170064519639 0.04755596929226158 0.048565452150796773 0.03426551154916524 0.018537719265907526 0.035679360461585929 0.062070031361145084 0.019526520804845404 0.020775051578311832 0.015801378735886829
leaf_count=484 132 246 121 126 15 13 18 55 501 5 274 64 56 84 112 77 11 980 23 33 16 73 17 35 110 79 69 57 12 12
internal_value=0 0.000130426 -0.000144331 0.00030623 0.000451821 0.000591422 -0.000172087 0.000387479 0.000810591 0.000880498 -0.000108196 -7.53199e-05 -4.87528e-05 0.000959695 -0.00013049 -9.55461e-05 -0.00014307 -8.15471e-05 0.000220036 0.000468177 6.26161e-05 -0.000271338 -0.000300841 -0.000406936 -0.000504865 -0.00072613 2.25846e-05 0.000316257 0.000146421 -0.000795255
internal_weight=0 0.68369 1.10442 0.459698 0.352426 0.313653 0.107272 0.0604911 0.2365 0.228818 1.06589 1.02859 1.00622 0.220191 0.847348 0.818518 0.777688 0.728276 0.306611 0.240915 0.123011 0.0906491 0.421665 0.373099 0.338834 0.2387 0.100134 0.0815966 0.0564544 0.0633573
internal_count=3910 1195 2715 949 750 735 199 73 603 590 2231 1957 1893 585 1772 1660 1583 1527 168 157 124 108 1359 1342 1307 1071 236 126 91 85
is_linear=0
shrinkage=0.00126831


Tree=754
num_leaves=31
num_cat=0
split_feature=1446 1213 475 156 1453 124 3 375 124 1366 158 483 15 39 42 132 43 4 3 1374 33 42 1 394 130 49 151 12 0 52
split_gain=0.00536884 0.00536249 0.00690113 0.00538884 0.00544768 0.00547305 0.0113612 0.00654343 0.00805707 0.0100835 0.00640745 0.0064199 0.00598128 0.00575159 0.0110236 0.00783459 0.00659212 0.0169936 0.0113549 0.00638189 0.005828 0.00614985 0.00947122 0.0124592 0.00742648 0.00694216 0.013062 0.00835434 0.00891299 0.00876728
threshold=0.11539000000000001 -1.0000000180025095e-35 -0.086004999999999984 0.12428500000000002 1.0000000180025095e-35 -0.50873999999999986 0.31335500000000011 0.087245000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11034000000000001 0.088030000000000011 -0.46673499999999996 0.13419 -0.11145999999999999 0.080815000000000012 -0.50749999999999995 -0.49837999999999999 -0.16059999999999997 0.086000000000000007 -0.007134999999999999 0.10269500000000001 0.12263000000000002 0.15288500000000002 -0.088449999999999987 -0.084114999999999981 0.13635000000000003 0.10333000000000002 0.12500000000000003 -0.42035499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 -7 -10 11 13 -13 14 15 -11 -16 -18 -19 20 -20 24 23 -23 -22 26 -26 28 29 -27
right_child=-2 3 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 16 -17 17 18 19 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0033856785688935946 -0.0033863504110507045 -0.003044861092727222 -0.002695154734976616 -0.0033651756352152569 -0.0033897227139479845 0.0016736345768864594 0.0033847641636968761 -0.0029525084505493434 -0.0033872990806911056 -0.0033880155269744401 -0.0031859674310613295 0.0032707938926882477 -0.0025246095810998238 0.0023670128675982076 0.0021900423356977913 0.0022466072092632914 -0.0026609607004487766 0.0023969071058496552 -0.0023225661484732236 -0.0022296181166303387 -0.0029148390937076608 -0.0032197781665203461 0.0028716445714690284 0.0027173122583878323 -0.0012125382323881031 -0.0033850612717721404 0.0025601362775117776 0.0023904207103272639 -0.0016106061418478177 0.0006322568558093317
leaf_weight=0.0024843565188348285 0.0054160854319462706 0.0063408683499801546 0.015266804211126583 0.0052919082414604182 0.0052007581000843564 0.03509902970853318 0.011947739750326036 0.008170735225178305 0.0098493245890551862 0.016081428035590761 0.0068863945428319076 0.0023169861026417484 0.016978831601591082 0.013145839008757321 0.018221137831915257 0.0034271101412741692 0.024071798600573402 0.026666875943078594 0.010345223409785831 0.012752809284165778 0.007924924675364764 0.02080611278400113 0.005374856041498787 0.0050235497183166436 0.061358728541136998 0.0063300563294319536 0.012677032787905773 0.026665011735317989 0.022994934231974185 0.35509260708262502
leaf_count=4 55 19 587 96 62 257 142 32 64 124 111 25 226 32 25 17 97 83 26 65 52 199 18 2 108 111 13 130 13 1115
internal_value=0 -5.85176e-06 -0.00184411 3.72519e-05 6.12031e-05 8.52436e-05 0.000112057 5.83655e-05 9.25294e-05 1.15134e-05 6.1097e-05 9.45581e-05 -0.00182871 0.000151744 0.000105942 -0.00239817 0.000185207 0.000124128 0.000240923 0.000135883 0.000192312 0.00024194 -0.00121475 -0.00206509 0.000334133 0.000387209 -0.000566549 0.00055898 0.000431943 0.000561896
internal_weight=0 0.774794 0.0177512 0.757043 0.751751 0.74655 0.740209 0.728261 0.720091 0.684992 0.675142 0.668256 0.0192958 0.64896 0.635814 0.0195085 0.616306 0.598085 0.574013 0.547346 0.534593 0.524248 0.0312045 0.0258297 0.493043 0.485118 0.0740358 0.411083 0.384418 0.361423
internal_count=3910 3855 591 3264 3168 3106 3087 2945 2913 2656 2592 2481 251 2230 2198 141 2057 2032 1935 1852 1787 1761 219 201 1542 1490 121 1369 1239 1226
is_linear=0
shrinkage=0.00338353


Tree=755
num_leaves=31
num_cat=0
split_feature=393 1456 151 453 2 1374 2 3 0 2 52 123 13 156 49 376 52 159 15 4 15 43 13 16 47 0 43 13 9 0
split_gain=0.00512056 0.005062 0.00659233 0.0058174 0.00656636 0.0132735 0.0110377 0.00963544 0.00966261 0.00901279 0.00835029 0.00765753 0.00730182 0.00751739 0.00709766 0.00677431 0.00686746 0.0109591 0.00708913 0.0145105 0.00993025 0.00682031 0.00741913 0.0116236 0.0107049 0.0117141 0.0094326 0.00853551 0.00810502 0.00905642
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 0.086545000000000025 -1.0000000180025095e-35 0.087005000000000013 0.084925000000000014 -0.12329499999999999 0.087995000000000004 0.28122000000000008 1.0000000180025095e-35 -0.5337599999999999 0.090560000000000015 0.43054000000000009 1.0000000180025095e-35 0.086950000000000013 -0.46940999999999994 -0.11739999999999999 0.24280000000000004 -0.24219999999999997 0.0033500000000000005 -0.09602999999999999 -0.083564999999999987 0.09550500000000002 -0.07773999999999999 -0.26007999999999992 -0.032264999999999995 -0.016839999999999997 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6 15 -9 -8 11 12 -11 -14 -12 16 18 -18 20 21 -7 22 -20 26 25 28 -24 -27 -25 -30
right_child=1 3 -4 -5 6 7 9 8 -10 10 14 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.0034526314160493233 0.00092407312185281481 -0.0034385131714740479 -0.0034527647440564728 -0.0023449025497778012 0.0025275692778445077 0.0026958761792284527 -0.0034548306262117386 0.002868777853486635 -0.0010490455695315814 -0.0023773897405966219 -0.0034423349165867197 0.0020177739090746238 0.00043159807580200914 -0.0014448368623372074 0.0034537837311494376 0.0033225945844744609 0.0032754769861321107 -0.0032640806317613927 -0.0034550003371240337 0.0033784599610386435 -0.003456472024284661 -0.0026599734677112945 -0.0034575696466491736 0.0034604585864700115 0.001427901969379913 -0.0024028306521750495 0.0025413554142719595 0.002643414667527435 0.0011888937254958879 -0.0034551475647399839
leaf_weight=0.0051681463155119891 0.0065019380579229838 0.015799143241565616 0.011089916909348574 0.012000916597116884 0.025427101123085549 0.0038829082341180756 0.0079367142052575446 0.022158602828881158 0.011332802576845324 0.012544750780307368 0.011658720306932935 0.030150824970519352 0.35766911115615585 0.027376130919932962 0.0020974630606360742 0.0054884243279502689 0.0035864164401573353 0.020492498331023512 0.0075159395487389693 0.013301503306252016 0.016004335240666023 0.01422234402090794 0.0035149025939062986 0.0026668396312743417 0.022603471757633997 0.0059765778576377207 0.027925559888494433 0.012025617827475799 0.0058857321056393621 0.033294454511651139
leaf_count=76 41 24 328 49 56 45 167 31 38 19 166 196 1215 202 3 86 7 257 25 24 66 157 8 1 56 69 138 53 15 292
internal_value=0 -5.57049e-06 -0.00183509 3.82455e-05 7.78281e-05 -0.000377728 0.000315437 -0.00016918 0.00154307 0.000190284 0.000255811 0.000340929 0.000213767 0.000298186 -0.00239085 -0.000458239 -0.000565812 -0.00229005 -0.000319883 -6.14505e-05 -0.00225525 -0.000398806 -0.000133924 8.5238e-05 -0.000595587 -0.0013598 0.0018707 0.000968104 -0.00236125 -0.00275751
internal_weight=0 0.752132 0.0175919 0.73454 0.722539 0.247678 0.474861 0.231879 0.0334914 0.449434 0.441497 0.427741 0.39759 0.385045 0.0137562 0.198388 0.192899 0.0240789 0.16882 0.148933 0.0198872 0.135631 0.121409 0.113893 0.0824527 0.0598492 0.0314405 0.0180022 0.041847 0.0391802
internal_count=3910 3834 369 3465 3416 1392 2024 1368 69 1968 1801 1632 1436 1417 169 1299 1213 264 949 838 111 814 657 632 486 430 146 122 308 307
is_linear=0
shrinkage=0.00345121


Tree=756
num_leaves=31
num_cat=0
split_feature=0 1 43 133 160 1 2 15 3 42 0 49 1213 13 150 15 52 2 39 48 52 150 51 2 1429 151 51 52 1 4
split_gain=0.00494656 0.00881971 0.0075909 0.00747941 0.00668297 0.00695537 0.0120571 0.0103614 0.0156959 0.0128738 0.0105088 0.0103129 0.0101544 0.00937903 0.008291 0.0102021 0.00732174 0.00691033 0.00675718 0.00726371 0.0100279 0.00893116 0.00811057 0.0117375 0.00763787 0.0082006 0.0118662 0.0153445 0.00810329 0.00754813
threshold=-0.017269999999999997 0.10786000000000001 -0.34918499999999997 -0.40071499999999999 -0.40446999999999994 1.0000000180025095e-35 0.10393500000000001 0.083935000000000023 -0.084129999999999996 -0.089024999999999979 -0.070894999999999986 0.090445000000000011 0.0026950000000000008 -0.081734999999999988 0.084800000000000014 -0.088379999999999986 0.086635000000000004 1.0000000180025095e-35 0.005105000000000001 0.12675000000000003 0.024145000000000003 0.12240500000000001 0.13474500000000003 0.11542500000000001 0.084515000000000021 0.056555000000000001 0.077145000000000005 -0.074484999999999982 0.089825000000000002 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 10 9 16 11 14 -10 -13 17 -16 -9 -6 19 21 -21 22 23 24 25 26 29 28 -28 -7
right_child=1 -3 3 4 5 18 -8 8 12 -11 -12 13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022642961459505896 0.00029093196165525393 0.0033849057314400237 -0.0034320881075462174 -0.003038974371567766 0.0035780917088165582 -0.0013772004430141612 -0.0035943263747570953 -0.003592541002184473 0.0026962861208852319 -0.00359516906898058 0.0021781971287038663 0.0023571677899341171 -0.0035921082414342525 -0.003593331082899331 0.0013591582656712195 -0.0035970118185914592 0.0032122775453483558 -0.0035955932241327738 0.0016572459837004303 -0.0029531758651896328 0.001439003180244799 0.0031572644176265487 -0.0035924828248377369 0.0026423100428680274 0.0026588037286258016 -0.0020238606075594912 0.0013063812098331106 0.0025909172841516196 -0.0021759651837088695 0.00022087379123047964
leaf_weight=0.021440581055273356 0.11548261684200156 0.013240461955859928 0.0085014524001323366 0.009418778862709587 0.0018167972580158667 0.067521026631368386 0.015646136112550835 0.0027066661929140432 0.037835165020922545 0.014875921878925169 0.011165777870459692 0.013443504840623177 0.0036281362196177716 0.0045779468286752936 0.014093305787127974 0.0086359925209933408 0.0082586999279783413 0.036760759415852107 0.040890733749392894 0.020975056253519142 0.0098486105143820168 0.013287618183539962 0.0072868435195800876 0.024135878527772547 0.013554123141148011 0.025886195726343431 0.015936510870972143 0.045717816465753458 0.018752415807284706 0.087468291043990121
leaf_count=155 292 154 203 260 2 507 240 67 209 193 21 67 77 103 19 65 37 390 282 52 12 36 31 126 36 30 24 44 22 154
internal_value=0 0.000609178 -0.000166072 -8.88574e-05 -3.9352e-05 1.0679e-05 -0.000587833 -0.000289732 0.00077715 -0.00141928 -0.00108322 -0.00154228 0.00214604 0.000845577 -0.0022442 -0.000523938 0.00153259 -0.00325775 0.000275998 0.000114796 -0.00154981 0.000275365 0.000150328 0.000241552 3.07194e-05 -0.000105614 0.000105334 0.00122459 -0.000576133 -0.000475327
internal_weight=0 0.128723 0.604067 0.582626 0.574125 0.564706 0.173445 0.157799 0.0673046 0.0258413 0.0904941 0.0793283 0.0414633 0.0180215 0.0613069 0.0227293 0.0109654 0.0385776 0.391261 0.35037 0.0308237 0.319547 0.306259 0.298972 0.274836 0.261282 0.235396 0.0804067 0.0346889 0.154989
internal_count=3910 446 3464 3309 3106 2846 1490 1250 583 297 667 646 286 170 476 84 104 392 1356 1074 64 1010 974 943 817 781 751 90 46 661
is_linear=0
shrinkage=0.00359063


Tree=757
num_leaves=31
num_cat=0
split_feature=1453 1213 475 151 124 3 1365 475 474 375 4 480 1374 42 376 42 43 4 3 52 2 42 48 159 475 4 457 2 43 2
split_gain=0.00483668 0.00492469 0.00549828 0.00524474 0.00478463 0.010201 0.00544627 0.00634655 0.00606833 0.00600744 0.00560387 0.00624839 0.00535165 0.00564786 0.008326 0.006912 0.00639142 0.0183737 0.0103249 0.00682198 0.00660087 0.0134007 0.0122831 0.00957827 0.0106012 0.00904009 0.00902788 0.00818778 0.007521 0.00718614
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.082489999999999994 -0.52484999999999993 0.31335500000000011 1.0000000180025095e-35 -0.08459499999999999 -1.0000000180025095e-35 0.083605000000000013 0.51060500000000009 1.0000000180025095e-35 0.086000000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082904999999999993 -0.50329499999999994 -0.49837999999999999 -0.16059999999999997 0.18936500000000003 0.089710000000000012 0.092145000000000019 0.088465000000000002 1.0000000180025095e-35 -0.081814999999999985 0.074650000000000008 -1.0000000180025095e-35 0.11230000000000001 0.088185000000000013 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -6 -9 10 11 12 13 15 16 -10 -15 -18 -19 20 22 27 23 26 -25 -23 -20 -22 -28 -29
right_child=-2 4 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 21 25 -24 24 -26 -27 28 29 -30 -31
leaf_value=0.0035924414711610117 -0.0035972453598993315 -0.0034152887041263734 0.0033514790036615052 -0.0035918719829200834 -0.0019153633721466445 0.0035918124408646415 -0.0023830521583787117 -0.0035990240288114291 -0.00011845382344193669 -0.0030240231812299211 0.0028855797849699199 -0.0026097653941370845 -0.002133313646997139 0.0025570390689595595 0.0034160454901194103 -0.002732352923002414 -0.0035983297476186015 0.0027768285431544544 -0.0030213056815383754 -0.0018622075360595221 0.0015093828822807707 -0.0030829981754853602 -0.0029255460577609022 0.003541717902784511 -0.0035944467335405788 0.00063605373976722223 0.00088814461074775749 -0.0025210072053429289 -0.002364950810152395 0.00064513977498112439
leaf_weight=0.0019891562988050273 0.0048641207931474631 0.005124489945046661 0.0015848118677013199 0.012197922913003367 0.020398347326541 0.010425006157277039 0.012016815803860936 0.0056091556611193019 0.069557450944962795 0.0075851486097064926 0.0097929893173045457 0.01041407717062981 0.012461283349779251 0.015916232375730033 0.011446961395023436 0.016052785702214578 0.01552389296932688 0.021943984092445135 0.0091102427982718837 0.018813354103492941 0.15260264278583691 0.01796189608774057 0.018553194576071519 0.0032722765065500417 0.014926997825753574 0.015873287681642978 0.13351287779521215 0.012622349989442228 0.009837876748562735 0.03451292551608276
leaf_count=4 67 16 7 576 256 142 73 68 350 40 132 222 66 20 110 328 61 87 24 217 197 129 75 4 112 61 335 18 28 85
internal_value=0 -4.3654e-06 -0.00198809 -0.00279349 4.12514e-05 6.72715e-05 1.24567e-05 5.6185e-05 0.000119229 0.000152214 0.00019078 0.000147863 0.00019537 0.000244385 0.000388576 -0.000608586 0.000318563 0.000244193 0.000372878 0.000253421 0.000347563 0.000751372 -0.000150915 0.000150726 -0.00231135 -0.00133826 0.000444624 0.00110535 0.000664891 -0.000202722
internal_weight=0 0.70164 0.0157719 0.0137827 0.685869 0.680744 0.670319 0.658302 0.637904 0.632295 0.62471 0.614917 0.604503 0.592041 0.506431 0.0856102 0.494984 0.479068 0.463544 0.4416 0.422787 0.233573 0.189213 0.17066 0.0181993 0.0338352 0.152461 0.199738 0.143351 0.0471353
internal_count=3910 3843 587 583 3256 3240 3098 3025 2769 2701 2661 2529 2307 2241 1563 678 1453 1433 1372 1285 1068 490 578 503 116 190 387 300 363 103
is_linear=0
shrinkage=0.00359063


Tree=758
num_leaves=31
num_cat=0
split_feature=1 484 150 1373 1374 3 2 150 0 15 49 49 124 0 150 48 2 13 3 15 403 52 44 40 47 50 48 16 42 131
split_gain=0.0195317 0.0209264 0.0206414 0.0186864 0.0168265 0.0154264 0.0168011 0.0162348 0.0258007 0.0191702 0.0191042 0.0224037 0.0158329 0.0156778 0.0181684 0.0153646 0.0181628 0.015044 0.0321294 0.0244842 0.0234695 0.0174216 0.0140002 0.0175366 0.0277176 0.0146939 0.0155272 0.0218745 0.0225703 0.0169902
threshold=0.094485000000000013 -0.0043499999999999988 0.075065000000000007 -1.0000000180025095e-35 0.09309000000000002 -0.11266 0.11635500000000001 0.11247500000000001 -0.23029999999999998 -1.0000000180025095e-35 -0.084934999999999997 -0.075429999999999983 -0.027784999999999997 -0.060094999999999989 0.083295000000000022 -0.085784999999999986 0.14073000000000005 -0.5337599999999999 0.084925000000000014 0.083935000000000023 -1.0000000180025095e-35 0.091715000000000005 0.086480000000000015 0.028705000000000001 0.13206500000000002 0.11858 0.11379500000000002 0.050115000000000007 -0.10770999999999999 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 -5 13 7 8 -7 10 -10 -12 -11 14 -3 -2 22 -14 19 -19 -21 -22 23 24 25 26 27 28 -17 -29
right_child=2 5 3 4 -6 6 -8 -9 9 12 11 -13 17 -15 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0010585122922482919 -0.00096762473046082382 -0.00073281320908052559 -0.00031109976796997945 0.00090512572578096799 -0.00084372737404234642 0.00046584094699503173 -0.0010787753331009528 -0.0010718708387597252 -0.0011507980119857379 0.0010311955584056747 0.00049861191472826334 -0.00047132319011863107 -0.0011372763474118796 0.00048365784028623401 0.00081206772912917715 -0.0011765916919115407 0.00079613776315789521 -0.00066258398402529095 0.0007474882360295925 -0.001171982582110966 0.00040389267705460708 -0.00066993273811268494 -0.00095555433311715014 0.00092716111692647471 -0.0010702607661409668 -0.0011418149853783849 -0.00044710206257477691 -0.00077901612046148833 0.00061395188580941134 0.00052378918542812076
leaf_weight=0.032729999641716745 0.020898890239550383 0.037403349179953693 0.02788280465756543 0.096534825982644179 0.0081944981357082725 0.093441910617002577 0.027165945359570287 0.024847992529657859 0.042848650036376057 0.018667801665287698 0.039919453030506702 0.18066607570180793 0.017434740970202256 0.10696659777931927 0.014504327814393037 0.01033916394226253 0.041595429689323282 0.097696992317736431 0.060925212803340401 0.018484263387904321 0.12588450258880357 0.024835375354655298 0.020759216474289133 0.027821536944202307 0.032379652284362237 0.013021779088148833 0.051421880363704986 0.039815341714756869 0.14830600784137005 0.020987651671930507
leaf_count=485 28 116 12 251 12 40 128 44 49 18 40 606 8 65 16 5 129 141 48 537 210 172 30 37 41 59 50 200 285 48
internal_value=0 -0.000137633 0.000137492 0.000541337 0.000768288 -0.000105283 -0.000173644 -0.000140668 -0.000108567 -0.000194122 -0.000434864 -0.000295794 -1.98582e-05 0.000227249 -0.000301134 1.21728e-05 6.25525e-05 -7.66873e-05 -2.02821e-05 -0.00019554 7.41268e-05 0.000226949 -2.10808e-05 3.52962e-05 -4.31587e-05 7.39887e-05 0.000132437 0.000268237 0.000497259 -0.000329321
internal_weight=0 0.964423 0.559959 0.132612 0.104729 0.931693 0.772819 0.745653 0.720805 0.627363 0.263434 0.220586 0.363929 0.158874 0.0519077 0.427347 0.406448 0.345261 0.327826 0.266901 0.169204 0.15072 0.364852 0.344093 0.316271 0.283892 0.27087 0.219448 0.158645 0.060803
internal_count=3910 2723 1187 275 263 2238 2041 1913 1869 1829 695 646 1134 197 132 912 884 1116 1108 1060 919 382 755 725 688 647 588 538 290 248
is_linear=0
shrinkage=0.00117172


Tree=759
num_leaves=31
num_cat=0
split_feature=1 484 3 150 3 1374 16 15 12 48 1186 160 52 133 3 2 1 0 15 2 403 42 49 1373 4 12 40 51 40 39
split_gain=0.0177545 0.0217137 0.0227693 0.0199103 0.0161143 0.0229942 0.0200747 0.0177631 0.0205218 0.0273028 0.020042 0.0190232 0.0180132 0.0178296 0.01882 0.0170985 0.0149925 0.0155801 0.0136945 0.0232509 0.0131927 0.0129559 0.0174193 0.0127472 0.012607 0.012543 0.0167602 0.0174394 0.0194648 0.0129384
threshold=0.094385000000000011 -0.0043499999999999988 -0.11266 0.075065000000000007 0.084925000000000014 -0.094679999999999986 0.22945500000000005 0.088190000000000004 0.086935000000000012 0.088875000000000023 0.085080000000000003 0.085545000000000024 0.091715000000000005 0.083815000000000014 -0.084129999999999996 0.094010000000000024 1.0000000180025095e-35 -0.087359999999999979 0.079360000000000014 0.12330500000000001 -1.0000000180025095e-35 0.084100000000000022 -0.081419999999999979 -1.0000000180025095e-35 0.0066400000000000009 -1.0000000180025095e-35 0.34489500000000001 -0.40274499999999996 -0.080324999999999994 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 25 7 -6 -7 8 10 -10 13 -11 15 16 -15 20 -4 -18 -3 -20 -9 -16 -23 -5 -14 26 27 -2 29 -29
right_child=3 2 4 23 5 6 -8 12 9 11 -12 -13 24 14 21 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011421814628901096 -0.0012466212396246041 0.00047567134023940652 -0.0011448730666978111 -0.00021483268892178521 -0.00064640161480961512 0.00056050579758876759 -0.00040730896844335323 -0.001243660980024999 -0.0012461119396415526 -0.0006131345165439105 0.0011084590667956977 0.0012360761590517969 -0.0012444573169545477 -0.0012441445654128834 0.0008480611550923888 -0.0012450626596437401 -6.9183707267685151e-06 -0.0011836617407302897 -0.0012464397073589204 0.0012495305801039855 0.00068874556794674708 0.0010474914112278519 -0.0011374898680141683 0.00079501812011695966 0.00069071576454331478 -0.00010123886010147993 -0.0012453118455411634 -0.0010482747016602057 0.0011222778540575574 0.00075907798514312174
leaf_weight=0.032049147912687204 0.0075312678272894109 0.13750627859099041 0.050666379077952683 0.0241562581868493 0.051583152497187257 0.12402005478497813 0.045219663791613129 0.0058922494699800146 0.088334087684359019 0.02560994665122962 0.015788599329994213 0.012950915079272818 0.02136553987028833 0.012649330432736861 0.040075104771631231 0.0091569871556202997 0.069106817743886495 0.023248868425071123 0.019005200189099014 0.0082864775322377682 0.074888805603109176 0.0090945659276258084 0.014857813662217723 0.096660641067956021 0.0068815185991297758 0.31636918346066523 0.0086686818103771657 0.013012903666094644 0.058098169431559654 0.01156853682300607
leaf_count=484 7 119 281 12 11 76 41 149 605 115 21 4 295 114 20 30 41 47 76 2 116 6 51 263 11 636 8 8 193 68
internal_value=0 -0.000137115 -9.99273e-05 0.000148839 -0.000197649 8.03909e-05 0.000301912 -0.000325409 -0.000461933 -0.000865032 -0.000244718 7.93486e-06 9.32014e-05 -0.000341964 0.000141821 0.000365255 -0.00060133 -0.000303142 0.000315982 -0.000488597 0.000547794 0.000415634 -0.000307866 0.000593107 -0.000773012 1.95784e-05 0.000406138 0.000564832 0.000729837 -0.000197697
internal_weight=0 0.898238 0.866188 0.536066 0.70139 0.220823 0.16924 0.480568 0.362382 0.126895 0.235487 0.0385609 0.118185 0.219699 0.0766768 0.089938 0.143022 0.0923557 0.164798 0.0272917 0.0807811 0.0640275 0.0239524 0.120817 0.0282471 0.415249 0.0988796 0.0902109 0.0826796 0.0245814
internal_count=3910 2715 2231 1195 2034 128 117 1906 1305 724 581 119 601 560 191 295 369 88 197 78 265 77 57 275 306 920 284 276 269 76
is_linear=0
shrinkage=0.00124344


Tree=760
num_leaves=31
num_cat=0
split_feature=1213 1 14 484 3 2 150 42 42 13 475 0 49 0 13 39 403 15 48 151 0 4 2 49 403 42 1447 12 13 3
split_gain=0.0170174 0.0164178 0.0207404 0.0200615 0.0173437 0.0196815 0.0152436 0.0150873 0.019637 0.0169649 0.0146653 0.0143608 0.0139652 0.0144661 0.025612 0.0261537 0.0333796 0.0239326 0.0286352 0.0207163 0.0183518 0.0205526 0.0178994 0.0174393 0.0136234 0.0177756 0.0127326 0.0123563 0.0175874 0.0185929
threshold=-1.0000000180025095e-35 0.10386500000000001 0.077685000000000018 -0.0043499999999999988 -0.11266 0.11462500000000002 0.10139000000000002 0.092145000000000019 0.091330000000000008 -0.014114999999999997 -0.086004999999999984 -1.0000000180025095e-35 -0.085974999999999982 -0.10071499999999999 -0.083514999999999992 0.005105000000000001 0.03138500000000001 -0.09547499999999999 0.087945000000000009 -0.49681999999999993 -0.089879999999999974 -0.51381999999999983 0.086650000000000019 0.082865000000000008 0.088015000000000024 -0.10770999999999999 -1.0000000180025095e-35 0.097955000000000014 -0.084184999999999996 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 -5 7 -2 8 12 -9 -1 26 -6 17 20 16 19 18 22 -16 -15 -22 -14 -24 -18 -26 -3 28 29 -23
right_child=1 11 -4 4 5 -7 -8 9 -10 -11 -12 -13 13 14 15 -17 24 -19 -20 -21 21 27 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013476077308365341 -0.001287269330663508 -0.00096126994191057433 -0.0013479542137768375 0.00037579915425841259 -0.00065421785372228797 -0.001107519181340249 0.0012000800146988505 -0.0011812984420692129 0.0011222994907888312 0.00020141150767223924 -0.0011486355576135563 0.0012188835802033084 -0.00018390572278066531 -0.001263112663401299 0.0012920437434274332 0.00065758410311996288 0.0010277205923881641 0.00074375521549571353 -0.00087868413323566427 -0.0012672444379058796 -0.0013515054326970089 -0.0013469398340495509 0.0013626100234878547 -0.00012412691332836371 0.0012742345387761057 -0.0013479380146650729 0.00020908678691721548 0.0013430064655027476 0.0010562704669867399 0.0004738846382377459
leaf_weight=0.0048062403220683328 0.036424663969227944 0.017613223571970593 0.023416231186729419 0.16123531037680983 0.062643514747833029 0.034177085294913923 0.0050867301542893975 0.043052070472555215 0.026962703174149283 0.025652793211975222 0.037758306629271599 0.024513515709258971 0.070178759909140354 0.012752931626152986 0.0060627174621001858 0.029055803707251471 0.021547041901158082 0.1048104986475662 0.054698744745110162 0.10429071731238204 0.010579043839243241 0.016854927285521626 0.038570766480916063 0.022706835346525622 0.0069587405251922965 0.014322681724252107 0.38340965493352996 0.030257552893999673 0.033398374639773243 0.025573989089480165
leaf_count=4 463 41 95 161 85 118 6 291 29 14 588 173 29 69 11 38 14 59 28 613 5 130 12 53 10 50 663 12 25 21
internal_value=0 -3.30118e-06 -9.58512e-05 -6.64687e-05 -2.67082e-05 -0.00010833 -0.000982474 -6.34519e-05 -3.74442e-06 -0.000665027 -0.000866768 0.000218815 -4.93822e-05 1.34916e-05 -0.000188004 -0.000513157 -0.000735225 0.000229314 -6.03304e-05 -0.00112664 0.000269859 0.000437434 0.000280185 0.000811689 0.000273307 -0.000490523 0.000157684 0.000615831 0.000325665 -0.00024944
internal_weight=0 1.44681 1.02127 0.997855 0.956344 0.795108 0.0415114 0.760931 0.692226 0.0687049 0.0425645 0.425536 0.665264 0.60262 0.311655 0.182238 0.153182 0.290966 0.186155 0.110353 0.129417 0.116664 0.131456 0.0612776 0.0428285 0.0212814 0.401023 0.106085 0.0758273 0.0424289
internal_count=3910 3318 2441 2346 1877 1716 469 1598 1293 305 592 877 1264 1179 998 736 698 181 122 624 262 193 94 65 74 60 704 188 176 151
is_linear=0
shrinkage=0.00134594


Tree=761
num_leaves=31
num_cat=0
split_feature=4 11 151 150 1211 480 0 48 0 1 0 43 156 16 15 13 457 2 1 42 160 394 129 475 43 133 150 457 44 39
split_gain=0.015382 0.0223158 0.0184955 0.0143409 0.0142044 0.0141758 0.0143582 0.0203257 0.0199266 0.0188781 0.0186991 0.0175366 0.0210375 0.0162358 0.0253899 0.0150789 0.0139807 0.0215784 0.0133571 0.0132594 0.0178209 0.0154595 0.0166611 0.015046 0.0159228 0.0171118 0.017099 0.0148526 0.015165 0.0158169
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 0.081245000000000026 1.0000000180025095e-35 0.08456000000000001 -0.017269999999999997 0.078735000000000013 -0.10071499999999999 1.0000000180025095e-35 -0.091234999999999983 0.15364000000000003 0.085915000000000005 -0.013279999999999998 0.079360000000000014 -0.10939499999999998 -0.066264999999999991 0.113945 0.11235500000000002 0.08401500000000002 -1.0000000180025095e-35 -0.082514999999999991 0.086720000000000005 -1.0000000180025095e-35 -0.074254999999999988 -0.10260499999999999 0.08882000000000001 -0.088584999999999983 0.13998500000000003 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 18 5 6 8 -8 9 11 -10 12 -1 16 -15 -12 -11 -18 -4 21 -21 22 -17 -22 26 -26 -25 -23 29 -29
right_child=2 -3 3 -5 -6 -7 7 -9 10 13 15 -13 -14 14 -16 19 17 -19 -20 20 23 27 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0012469166987972957 -0.0011338342772294265 -0.0010300706640762806 -0.0001412388030933252 0.0012448095290941935 -0.0012442440135013702 -0.0012442657240233331 8.5522466450331931e-05 0.001092956588760926 -0.0010788299555143763 -0.0007454485523010067 0.00074819683663271571 0.00044532767231257673 0.00045516056957676978 0.0010226644066918553 -0.00072399792591779728 -0.0012447736347335754 0.00025509432073355851 -0.0007725365247922009 0.00063719613928681161 -0.00091251748749978767 -0.0012444807127718251 0.0010412861263774831 0.00091495870341626946 0.00060684784351334661 0.00040607320270482771 -0.0010990468009884613 -0.00057488320683443585 -0.0010441894118463988 0.0012505961565161059 -6.3829100737753969e-05
leaf_weight=0.044953493802722289 0.012829832790885121 0.037748912999972961 0.067340968958888081 0.026987916489815689 0.015451226678749097 0.015038562996593785 0.17535341853840714 0.037604897308938234 0.041003480981955942 0.030085197431617416 0.024452012798974021 0.023513995211033034 0.01496538173614681 0.065694796872776351 0.016001781665636372 0.0075143091346490101 0.28482257239784303 0.035535011641513847 0.069005525887632757 0.031987722638603611 0.012231589499037687 0.0075963211074849815 0.02083783192031774 0.10940120585814794 0.020837566947192965 0.026572120737513805 0.022893107327945472 0.11106299708774348 0.0056871226988732806 0.033007105818342097
leaf_count=84 20 160 82 100 219 246 173 62 218 30 38 22 20 82 27 78 176 30 270 354 93 8 31 155 50 315 24 694 1 48
internal_value=0 -8.83175e-05 0.000303733 0.000416653 -5.95111e-05 -4.44899e-05 -2.94993e-05 0.000263419 -9.24669e-05 7.68192e-05 -0.00027618 -0.000464687 -0.000821805 0.000181367 0.000680548 -0.000200361 6.49965e-05 0.000141106 0.00025273 -0.000256984 -5.32537e-05 -0.000502641 0.000342554 8.99501e-05 0.000180778 -0.000437515 0.000402353 -0.000654929 -0.000740968 -0.000819584
internal_weight=0 1.27185 0.176164 0.163334 1.2341 1.21865 1.20362 0.212958 0.990657 0.515572 0.475084 0.0834329 0.0599189 0.432139 0.0816966 0.434081 0.350443 0.320358 0.136346 0.409629 0.223923 0.185706 0.0283521 0.191936 0.179704 0.0474097 0.132294 0.157354 0.149757 0.14407
internal_count=3910 3438 472 452 3278 3059 2813 235 2578 471 2107 126 104 345 109 1889 236 206 352 1851 991 860 109 637 544 365 179 751 743 742
is_linear=0
shrinkage=0.00124344


Tree=762
num_leaves=31
num_cat=0
split_feature=1 484 14 3 150 0 2 15 42 52 457 50 1 15 49 0 2 3 156 13 0 4 52 151 151 403 160 15 47 1
split_gain=0.00497786 0.0101647 0.00714345 0.00826291 0.00904817 0.0105757 0.00752945 0.00973946 0.0106864 0.00902092 0.00831108 0.00845897 0.00797126 0.00828827 0.00919807 0.0107181 0.0102152 0.00836881 0.00986641 0.00871338 0.00897485 0.00702904 0.00702501 0.00692008 0.00817194 0.00627942 0.00624182 0.00616033 0.0100124 0.0126918
threshold=0.094485000000000013 -0.0043499999999999988 0.077685000000000018 -0.11266 0.11247500000000001 -0.23029999999999998 0.114165 0.088190000000000004 0.091955000000000023 0.091715000000000005 0.088850000000000026 0.086465000000000014 0.092730000000000021 -0.14676499999999995 -0.084114999999999981 -0.10131499999999999 0.08400500000000001 -0.089974999999999986 0.082605000000000026 -0.5337599999999999 -0.091234999999999983 0.0066400000000000009 -0.42985499999999993 -0.40391999999999995 -0.093064999999999981 -1.0000000180025095e-35 -0.26821999999999996 0.024640000000000006 0.093315000000000023 0.11167500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 10 25 11 12 13 -7 -15 -16 -17 -18 19 -19 -21 -11 -2 -24 -25 -9 -26 28 29 -28
right_child=22 2 -4 4 -6 6 -8 9 -10 21 -12 -13 -14 14 15 16 17 18 -20 20 -22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.003182003255294785 -0.0035214650425905085 0.00093448493993995136 -0.0035224520662177632 0.0014221775665818946 -0.0032597805758250243 -0.0035249363276183125 -0.0032225366313016167 -0.0035207848807819139 -0.0034811069713140395 -0.0035219429755015364 -0.0030925996497468194 -0.0035272164939140651 -0.0030911762433079191 -0.0023297675118776149 0.0017062985556060557 -0.003358456009307459 -0.0027026879693031847 -0.0022739994968396663 -0.0030833180568371147 -0.0035236082380141216 0.0017376467030191696 0.0023276118492903007 -0.0026896327194192069 0.0031983267364607336 -0.0035221667332666867 0.0020137555080502012 0.0025862784323189593 -0.00077353275066362171 -0.00021922559699608863 0.00020703167145466592
leaf_weight=0.014218388860605558 0.0056666997303409508 0.078595761846770529 0.0076877176894356572 0.042661648954435805 0.012567562394792731 0.0077149004627941045 0.011667260336949425 0.0027016756878595052 0.015495827345880286 0.0083821177487308773 0.013884790205565878 0.0094765789918938026 0.010600751884339843 0.016169508461189253 0.055652062257536272 0.011339319185537988 0.011054356320265413 0.0091041895793750882 0.0083180581908663953 0.0042951408463096632 0.062228134395923007 0.0036558892143148123 0.0084613970284408424 0.013622491663682013 0.0049377875316167765 0.042549854740258297 0.056818177611489773 0.040214147302521042 0.078501820777944431 0.054369321983926966
leaf_count=485 143 139 80 37 47 75 148 157 122 256 39 147 20 38 79 144 135 4 100 46 286 7 31 55 42 132 199 162 189 366
internal_value=0 -0.000251956 -0.000158506 -9.94779e-05 -0.000325516 -0.000219229 -0.000449355 -0.000338784 -0.000655653 0.000962848 -0.000456494 -0.000278775 -0.000122094 4.7237e-05 0.000201923 0.000454629 -0.000200426 0.000176521 0.00055567 0.000955912 0.00139795 -0.00174546 0.000355501 0.00044101 0.000547624 0.00168332 0.000393864 0.000477971 0.00074329 0.00142286
internal_weight=0 0.460021 0.445803 0.438115 0.35952 0.346952 0.30429 0.292623 0.235334 0.0572895 0.219838 0.205953 0.196476 0.185876 0.178161 0.161991 0.106339 0.0949999 0.0839455 0.0756275 0.0665233 0.012038 0.262592 0.256925 0.248464 0.0452515 0.234841 0.229903 0.189689 0.111187
internal_count=3910 2723 2238 2158 2019 1972 1935 1787 1235 552 1113 1074 927 907 832 794 715 571 436 336 332 263 1187 1044 1013 289 958 916 754 565
is_linear=0
shrinkage=0.00352023


Tree=763
num_leaves=31
num_cat=0
split_feature=1213 475 0 4 52 52 159 42 42 42 133 403 15 147 14 52 159 0 445 123 133 104 151 151 151 1374 52 0 484 454
split_gain=0.00497539 0.00532118 0.00508926 0.00906683 0.0167659 0.0108663 0.00828317 0.00907635 0.00813358 0.00733071 0.00671958 0.00691662 0.00614759 0.00635986 0.00685259 0.00660063 0.00717972 0.00655099 0.0064175 0.00761424 0.00826082 0.00677365 0.00680348 0.0103958 0.0093343 0.0158734 0.00862613 0.00799638 0.00788376 0.00778637
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.017269999999999997 -0.49837999999999999 0.10433000000000002 0.11588000000000002 0.11252000000000002 0.093785000000000021 0.10056500000000002 -0.11403999999999999 -0.26719999999999994 -0.082404999999999992 0.28654000000000007 0.088565000000000019 0.077685000000000018 0.28122000000000008 -0.52106999999999992 -0.09194999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088724999999999984 1.0000000180025095e-35 0.056555000000000001 0.085710000000000022 0.015440000000000001 -0.094679999999999986 -0.42985499999999993 -0.082844999999999988 -0.0043499999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 6 7 -5 -9 -2 -11 -12 13 14 15 18 -17 -15 -13 21 -21 22 24 -24 25 -20 -27 -25 -28 -30
right_child=2 -3 3 5 -6 -7 -8 8 -10 10 11 12 -14 17 -16 16 -18 -19 19 20 -22 -23 23 27 -26 26 28 -29 29 -31
leaf_value=0.0037374715102467255 -0.002470733388030299 -0.0029800147078882871 -0.0029632776714755673 0.0033346817642371579 0.0019113181863066992 -0.0011595653210611653 -0.0018319993413719417 -0.0032087117794356692 0.0029202410965282533 -0.0029700536495317026 -0.0030666234168360181 -0.0037388957557887193 -0.0036905748088731315 0.0030627677919515444 -0.0029850158467315444 0.0025592837795385096 -0.0033106855474664839 -0.0021384482353606952 -0.0036684061885463378 -0.0032459158784974239 0.0036356159518338266 -0.0034301795147169208 -0.002534673759506471 0.0019293672520116611 0.003423397226144318 -0.0037370958550400949 -0.0017009262521640873 -0.0024497228255749163 -0.0027869085703220021 0.00073497599688936252
leaf_weight=0.0018780766986310491 0.018169968918499535 0.013297295809053367 0.021802173499111177 0.045910835230898783 0.017956730296134538 0.017979014963884765 0.0066299626279260329 0.0063671782863821136 0.0057509822942165556 0.010840996514033918 0.010064060941452624 0.0057968669651131668 0.0060283127154434615 0.017751643992482968 0.010391776250173734 0.0036389472476230358 0.014474626668629753 0.0041740164097632251 0.013882224679150568 0.0028836476362812382 0.015626934039289608 0.007383307547002004 0.030109406314295484 0.019621782585886649 0.013404860661921703 0.0068776914183494844 0.021505508458098177 0.0082727317305852921 0.0090145282266576032 0.31084844792692934
leaf_count=4 157 588 140 153 18 49 29 10 31 195 438 22 20 87 69 32 223 42 35 6 183 22 30 60 9 176 301 16 33 732
internal_value=0 -0.00214867 1.398e-05 0.000704128 -0.000761713 0.00140938 0.00212369 0.00257564 -0.000300061 -0.000136658 -5.84957e-05 8.63186e-07 6.00392e-05 0.000103886 1.6459e-05 8.09903e-05 -0.00213143 0.00207261 0.000167131 0.000216415 0.00256359 0.000117877 0.000178302 -0.00101245 0.000362221 0.000248906 0.000405063 0.000630652 0.000488517 0.000635721
internal_weight=0 0.0151754 0.683159 0.122397 0.0397589 0.082638 0.064659 0.058029 0.0121182 0.560762 0.542592 0.531751 0.521687 0.515659 0.493733 0.483342 0.0181136 0.0219257 0.465228 0.459431 0.0185106 0.44092 0.433537 0.0580039 0.375533 0.362128 0.348246 0.0278945 0.341368 0.319863
internal_count=3910 592 3318 430 158 272 223 194 41 2888 2731 2536 2098 2078 1949 1880 255 129 1625 1603 189 1414 1392 106 1286 1277 1242 76 1066 765
is_linear=0
shrinkage=0.0037357


Tree=764
num_leaves=31
num_cat=0
split_feature=1 11 3 2 15 2 133 3 1375 12 402 131 484 0 151 457 2 150 43 4 3 0 52 130 2 3 47 15 38 1
split_gain=0.00485808 0.00616112 0.00719426 0.00836768 0.00698235 0.0110008 0.00683432 0.0063241 0.0106554 0.011522 0.00989619 0.00863972 0.00761567 0.00986313 0.00661722 0.00880507 0.016851 0.00614811 0.0060551 0.00890504 0.011711 0.010217 0.00727187 0.00828507 0.00770988 0.00864704 0.00770253 0.0108615 0.0067124 0.00750402
threshold=0.10113500000000002 0.08184000000000001 -0.11266 0.11635500000000001 0.079360000000000014 0.12330500000000001 0.024320000000000005 0.094625000000000015 -0.089714999999999975 0.094045000000000004 -0.47918499999999992 0.084390000000000007 -0.0043499999999999988 -0.23029999999999998 0.056555000000000001 0.088175000000000017 0.097940000000000013 0.093200000000000019 -0.082484999999999989 0.22584000000000001 -0.084129999999999996 -0.060094999999999989 0.090300000000000005 -0.081624999999999989 0.099015000000000006 0.084925000000000014 0.09550500000000002 0.088495000000000018 -0.08781499999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 -1 8 -4 11 -11 12 -10 -14 15 16 -9 18 19 20 21 -15 23 -20 25 26 27 28 -25 -30
right_child=-2 -3 3 -5 5 -7 -8 14 9 10 -12 -13 13 17 -16 -17 -18 -19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0018659304203672187 0.00039196823957750841 -0.0026470529261943872 -0.0032471362416627595 -0.003103464170526188 -0.0033884261339795119 0.0033913696953740201 -0.00078620388776160616 -0.002246352198573073 -0.0033870648174302194 0.0030699870764478478 -0.003387861940500685 -0.0028606232164527907 0.002700485664360919 -0.0033851645053496705 -0.0014492788618702605 0.002786292741986936 0.0023300128511617468 -0.0033656917174119177 0.0021840713662316935 -0.0033915917515673216 0.0022429504181860748 0.0019676246336421516 -0.0031738284210621765 0.0015069822541686957 0.0020738836202439303 0.0012355226310721732 0.0014701763983850794 0.00073239751846021148 -0.0029866631693847285 0.0029576486204720698
leaf_weight=0.048477186979141607 0.2145585873435607 0.011712067976887397 0.015180210435559616 0.012263258215980954 0.0095132657124850084 0.0038481876254081735 0.01443611339691131 0.017955363954143877 0.0072393365905831777 0.0031168075549885535 0.021159804759676604 0.012470149368343897 0.015989463353434985 0.0096001332159900681 0.014228679152438417 0.022527528036107469 0.018915298351430465 0.0062341708509165974 0.015546981899326795 0.005063361600150528 0.041786095126553846 0.0071025412617018455 0.0096832366865768904 0.0047650310443714252 0.012430064296552246 0.020323726874721615 0.010616151008093766 0.017284534407231433 0.048853708795089545 0.0025585958953797663
leaf_count=84 987 83 68 160 79 2 38 53 300 6 478 281 25 131 10 19 36 49 49 8 96 5 231 5 37 20 17 146 399 8
internal_value=0 -0.000224384 -0.000161213 -0.00035488 0.000785594 -0.0014358 0.00125737 -0.000261415 -0.000488356 -0.00033429 -0.00255876 -0.000116139 2.94476e-05 0.000138004 0.000623221 0.00111968 0.000101404 -5.54017e-05 4.49655e-05 0.000913083 0.00128574 -0.00110898 -0.000343391 -0.00013635 -0.000445132 -0.000745046 -0.0012238 -0.00161311 -0.00233477 -0.00269084
internal_weight=0 0.460881 0.449169 0.372894 0.0762748 0.0133615 0.0629133 0.360631 0.287004 0.271824 0.0242766 0.247547 0.235077 0.227838 0.0736269 0.0593982 0.0368707 0.211848 0.205614 0.0635521 0.0584888 0.0167027 0.142062 0.132379 0.116832 0.104402 0.084078 0.0734619 0.0561773 0.0514123
internal_count=3910 2923 2840 2637 203 81 122 2477 2359 2291 484 1807 1526 1226 118 108 89 1201 1152 240 232 136 912 681 632 595 575 558 412 407
is_linear=0
shrinkage=0.00338353


Tree=765
num_leaves=31
num_cat=0
split_feature=2 38 3 375 123 483 4 158 41 3 15 4 43 39 13 43 132 51 0 3 48 16 2 47 157 52 0 0 0 1
split_gain=0.00498444 0.00522469 0.00840225 0.00556617 0.00586272 0.00530819 0.00605339 0.00553375 0.00655807 0.00594228 0.0120906 0.0083383 0.0190785 0.00729749 0.00690748 0.00757044 0.00794072 0.00659014 0.00762963 0.0137413 0.0105092 0.0136929 0.0133115 0.0104829 0.00809047 0.00808638 0.00832777 0.00787082 0.00868309 0.0114252
threshold=0.16971500000000003 0.13481500000000002 0.31335500000000011 0.087245000000000017 -0.041524999999999992 0.088030000000000011 0.50657000000000008 0.085745000000000002 0.080335000000000018 -0.10315499999999998 0.079360000000000014 -0.48072499999999996 -0.46376499999999993 0.005105000000000001 0.16421000000000002 -0.17307499999999998 0.094415000000000013 -0.26960999999999996 -0.10071499999999999 0.15165000000000003 0.086870000000000017 -0.083144999999999983 0.088585000000000011 0.096300000000000011 -1.0000000180025095e-35 -0.010284999999999997 -0.14867499999999997 -0.19631499999999999 -0.10209999999999998 0.10982000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 10 11 12 -6 14 15 -11 17 -17 23 20 21 22 -20 25 -22 26 -19 -27 29 -29
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 13 -12 -13 -14 -15 -16 16 -18 18 19 -21 24 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0033592181259611553 0.0028586746470162377 -0.0036412242520752285 0.0036635278801927409 -0.0035282842936213811 0.0035289700286138684 -0.0028687436697273478 0.0036645645426862739 -0.0017267679248663401 -0.0016808522800891373 0.0025305579278150107 -0.0013702280783080359 0.0024465332489579019 -0.0036708825749584679 0.001423168790201832 -0.0032301288511310559 0.0026102481569907107 -0.0036419034023501082 -0.00072912561524164827 0.00083538246123629673 0.0031368514701606742 -0.0036666685813753304 -0.0029976782354196999 -0.0030321815524784464 -0.0021219495141648241 0.0012597096140372973 0.0029211298653281891 0.0020778519971570153 -0.0012772660288230288 0.0029765951132111729 0.0027958013811958905
leaf_weight=0.0066958013579778699 0.0079096825269573401 0.0054379330713345544 0.0081295547579998129 0.0062306105062077668 0.0091974093811586499 0.015481042924633925 0.0021687791522708713 0.02466444744788987 0.028093638814397082 0.013989383093644392 0.022722216318570077 0.053090694160474072 0.010656764458161661 0.041390055149037153 0.0097886080333040582 0.011402921644233288 0.0088467350124759037 0.07784571513229821 0.037271101892459413 0.01091653394541936 0.0052049766071888817 0.054321178539728621 0.017561383283137388 0.022445094162662826 0.031735157909103862 0.028087858842127389 0.017334218269525081 0.034631699531871618 0.01539306147755326 0.012598079085364589
leaf_count=31 96 15 106 29 4 290 27 315 132 29 92 156 80 235 25 44 127 73 392 19 34 1082 98 58 118 63 32 74 17 17
internal_value=0 -6.65099e-05 -3.60362e-05 -8.37934e-05 -4.93746e-05 -8.6375e-05 -0.00206594 -2.80645e-05 4.48612e-05 0.000133585 0.000962621 0.0016893 -0.000335564 -4.23638e-05 -0.000190538 -0.000116077 -0.000212097 -0.000131559 -0.000217134 -0.000826795 -0.00112297 -0.00169441 -0.000403295 0.000242331 0.000565568 0.000527803 -0.000217917 0.00131026 0.000587753 -0.000190815
internal_weight=0 0.643333 0.637895 0.629765 0.623535 0.616839 0.0176498 0.599189 0.574524 0.546431 0.0956671 0.0729449 0.0198542 0.450764 0.409374 0.399585 0.385596 0.376749 0.365346 0.15701 0.146094 0.109154 0.0548325 0.208336 0.0369401 0.185891 0.0951799 0.0907107 0.0626228 0.0472298
internal_count=3910 3814 3799 3693 3664 3633 317 3316 3001 2869 332 240 84 2537 2302 2277 2248 2121 2077 1743 1724 1572 490 334 152 276 105 171 108 91
is_linear=0
shrinkage=0.00366245


Tree=766
num_leaves=31
num_cat=0
split_feature=1373 453 4 11 474 1211 156 480 1213 1456 1453 0 4 52 0 1 0 2 133 1429 2 1375 3 0 0 3 132 16 33 15
split_gain=0.0044308 0.0044423 0.00605475 0.0102295 0.00602001 0.00582618 0.00526062 0.00483015 0.00487648 0.00506074 0.00634568 0.00477239 0.00782498 0.0132399 0.00770083 0.008948 0.00892183 0.00856619 0.0079392 0.00784025 0.00704998 0.0110491 0.0108821 0.00858661 0.00833178 0.00853207 0.00817875 0.00699186 0.00667583 0.00664506
threshold=0.11103 0.096095000000000014 0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.10691500000000002 0.08456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.09343499999999999 -0.017269999999999997 -0.49837999999999999 0.10433000000000002 -0.032484999999999993 1.0000000180025095e-35 -0.084794999999999995 0.10433000000000002 0.085515000000000022 0.084710000000000021 0.086650000000000019 -1.0000000180025095e-35 0.086245000000000016 -0.10575999999999998 -0.10209999999999998 -0.078884999999999997 0.12562500000000001 -0.5152199999999999 -0.007134999999999999 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1 10 -10 14 13 -13 15 16 18 -18 19 27 21 -17 -22 29 -25 26 -26 -11 -27 -23
right_child=-2 -3 4 -5 -6 -7 -8 -9 9 11 -12 12 -14 -15 -16 20 17 -19 -20 -21 22 23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.0021225545590533462 -0.0030259579854537079 -0.0023996229116440885 -0.0034625340669615775 -0.0028759115606708462 0.0012376747245311233 -0.0034521779756624326 -0.0032571810508645474 -0.0034522534456714825 0.0023341709915743274 0.0029345840962338664 -0.0032010544065958018 -0.0025374139269315758 0.0016781757803704981 0.0019967527896197915 -0.0026036886504745981 -0.003425007097916581 0.00074895812898982564 -0.0034541482193281999 -0.00023110505400620823 0.0025589425328753114 0.0027669822782010029 0.00018082231347996738 0.00048764193144153553 -0.0034582184205873578 -0.0034528462660630846 -0.002817736886916718 0.0032967057343357802 -0.0034554154455857687 0.0012825559293413785 0.0029659298934405819
leaf_weight=0.011487176040702707 0.0058154787694775214 0.0090507861868900363 0.003416095658849371 0.015213126847228864 0.065058929761249829 0.0057774330194177983 0.0057258988079063036 0.0045983278141985542 0.0032174340688584388 0.0021821624856102053 0.010575025355983314 0.016826890239599379 0.058148680454337409 0.014096659610004281 0.012626393696564264 0.010695650759771524 0.059614003586808906 0.0063950439273412476 0.034479189012301958 0.0032735981266114314 0.033831354977564843 0.021555866273502033 0.09501221746995725 0.0097314594750059769 0.012194261577121779 0.0054073818555480093 0.0025930601891559499 0.031205793576987162 0.037727854420722906 0.019375018853111214
leaf_count=487 19 36 4 159 449 219 107 241 18 6 288 59 115 11 32 28 384 112 229 12 111 29 128 7 180 24 5 233 151 27
internal_value=0 5.57756e-07 3.60513e-05 -8.57825e-05 0.00100319 -5.44511e-06 3.26608e-05 6.91072e-05 0.000100717 0.000151718 -0.00190983 0.000210106 0.000932215 -0.000470491 4.84582e-05 0.000135376 -0.000572058 0.000341756 -0.00141995 -0.00253803 0.000526407 -7.82048e-05 0.00108614 0.000251456 -0.00050342 -6.98951e-06 -0.00226927 -0.00303778 0.000768548 0.00149918
internal_weight=0 0.621093 0.612042 0.543567 0.068475 0.528354 0.522576 0.516851 0.512252 0.500765 0.0137925 0.486973 0.0890722 0.0309235 0.3979 0.385274 0.13715 0.066009 0.0711407 0.0366616 0.248124 0.119281 0.128844 0.108585 0.067654 0.0579226 0.0147873 0.033388 0.0431352 0.0409309
internal_count=3910 3891 3855 3402 453 3243 3024 2917 2676 2189 306 1883 185 70 1698 1666 976 496 480 251 690 451 239 423 367 360 185 239 175 56
is_linear=0
shrinkage=0.00345121


Tree=767
num_leaves=31
num_cat=0
split_feature=2 38 3 401 375 123 48 51 51 51 2 454 14 483 129 52 133 151 457 13 2 15 403 3 43 42 403 151 0 151
split_gain=0.00428655 0.0048819 0.00717455 0.00491576 0.0046209 0.00487999 0.00528118 0.00998564 0.00745997 0.00842247 0.00707089 0.00683688 0.00710019 0.0068629 0.00649216 0.00622633 0.010763 0.0142484 0.0103747 0.00843435 0.0121541 0.00626059 0.00618956 0.00710414 0.00746916 0.00731118 0.00641179 0.00707642 0.00949175 0.00729685
threshold=0.16971500000000003 0.11976000000000002 0.31335500000000011 0.10072000000000002 0.087245000000000017 -0.041524999999999992 0.12649500000000002 0.12664500000000004 0.13474500000000003 0.11893500000000001 0.12068000000000001 -1.0000000180025095e-35 0.077685000000000018 -0.086419999999999983 0.093990000000000004 0.11401500000000002 -0.031394999999999992 -0.101755 0.094310000000000019 -0.091229999999999992 0.097940000000000013 -0.13578499999999996 0.10150000000000002 -0.15121499999999996 0.083940000000000015 -0.079964999999999981 -0.088854999999999976 0.056555000000000001 -0.230625 0.032230000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 10 11 -7 13 -13 15 19 -17 -18 -19 20 21 -15 23 -21 26 -26 -25 29 -29 -28
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 16 17 18 -20 22 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0030346800562550615 0.0025663187805764955 -0.0027892335590304724 0.0033844322465475711 -0.0033848540573410387 -0.0032171658197720442 -0.0028592463033530469 -0.0031102526553559349 0.00071262721794494461 -0.0031490053287956221 0.0029998928393968143 0.0019614463564053457 -0.00336095556631593 -0.0026553096170181638 -0.0021842206527998309 -0.0033853862299193498 0.0032004310714820934 0.0030586450907588362 -0.0032276262309501366 0.0031753290070239684 0.0018536797418040047 0.0030520048398609292 0.00083525986584283827 -0.0033861065315427337 -0.0033844371768913914 0.0026949000206761544 -0.0032593721355709559 0.0002522915816494392 0.0019225423354999685 -0.0022986103799116412 0.0034018185680759804
leaf_weight=0.0059743370942157972 0.0072085176763891914 0.0074023573488375396 0.006985279372003105 0.0050621409821403054 0.005180945067962738 0.0097502310054267127 0.017321682192346088 0.014263681017837371 0.0082693353834670802 0.01114519458515062 0.020763860571307191 0.0066004124650458343 0.011242835424326358 0.0094094164096247823 0.0059938175828975196 0.0059203704246471025 0.0060662996938845018 0.029169317545925111 0.0032164908989216192 0.024603846029350507 0.028222178823853028 0.047779048086262321 0.0059182563381483524 0.0059494035365545974 0.0028483232482585654 0.013795052965406285 0.23750224284281884 0.0080086575653695036 0.025569536673920368 0.0087310198923660209
leaf_count=31 96 23 103 185 27 63 64 44 116 37 182 155 104 19 122 35 9 329 4 131 53 169 88 355 12 98 1158 11 81 6
internal_value=0 -5.85075e-05 -2.432e-05 -6.5073e-05 -3.60593e-05 -7.34825e-06 -3.93415e-05 -0.00138387 3.98187e-05 8.97414e-05 2.70134e-05 -5.39186e-05 2.29921e-06 6.51623e-05 0.00011341 0.000158732 -0.00104641 -0.00170029 -0.0025917 0.00028656 0.00123509 0.000338454 4.32195e-05 0.000105284 -3.69668e-05 -0.00224037 9.13644e-05 0.000165268 -0.00129183 0.000363969
internal_weight=0 0.598666 0.591263 0.584278 0.579216 0.574035 0.568061 0.0315854 0.536475 0.528206 0.517061 0.496297 0.486547 0.475304 0.468703 0.462709 0.0443725 0.0384521 0.0323858 0.418337 0.0854106 0.0571885 0.332926 0.327008 0.302404 0.0166434 0.285761 0.279811 0.0335782 0.246233
internal_count=3910 3814 3791 3688 3503 3476 3445 108 3337 3221 3184 3002 2939 2835 2680 2558 377 342 333 2181 241 188 1940 1852 1721 110 1611 1256 92 1164
is_linear=0
shrinkage=0.00338353


Tree=768
num_leaves=31
num_cat=0
split_feature=1 52 0 1456 2 11 1 15 47 1373 157 11 3 4 51 131 50 158 0 52 1 2 1 51 3 15 403 47 52 49
split_gain=0.0212635 0.0170274 0.0156731 0.0165541 0.0189082 0.0144354 0.0161388 0.0310151 0.0220144 0.0180793 0.0142877 0.0135953 0.0153499 0.0160578 0.015526 0.015625 0.0145412 0.0138415 0.0198371 0.0209084 0.0166956 0.0190819 0.0254221 0.0198691 0.0188135 0.0205693 0.018157 0.0175357 0.0231634 0.016726
threshold=0.10113500000000002 -0.42985499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.088315000000000018 0.11167500000000001 0.035895000000000003 0.094425000000000009 -1.0000000180025095e-35 -0.081824999999999995 0.08184000000000001 -0.14218999999999996 -0.48072499999999996 -0.10748999999999999 0.10100500000000001 0.10119500000000002 0.084965000000000027 -0.070894999999999986 0.11401500000000002 1.0000000180025095e-35 0.086650000000000019 0.079945000000000016 0.08955500000000001 -0.091594999999999982 0.083935000000000023 0.03138500000000001 0.09550500000000002 0.0033900000000000002 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 5 6 7 8 -5 -8 -11 12 13 -1 -14 16 17 18 20 -20 24 22 -22 -23 -16 29 27 28 -24 -26
right_child=1 2 -4 4 -6 -7 9 -9 -10 10 -12 -13 14 -15 15 -17 -18 -19 19 -21 21 23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00035949372875762197 -0.0012691465953085254 -0.0011293960290356506 0.0010558136832127551 0.0011672793278665221 0.0011159849478203571 -0.00060848097008049196 -0.0011925150515012567 -0.00075021309645618268 4.0777876352242374e-05 0.0012736650478096731 1.8388999382359502e-05 -0.0010078157143816506 -0.0010916596754858515 0.00077332579114063906 -0.0012703179063247461 -0.00127009486993534 -0.0012692037198505483 -0.00077017669494803707 0.00050987529142900595 -0.00076386339088144802 0.0012165479482766132 0.00070162431368686747 -0.0010742220453774634 -0.0002541548445380714 -0.00083597623225740731 0.00011589509882917594 0.00073413680910176663 0.00051397027000728193 0.00096812751127854809 0.00021865532732667973
leaf_weight=0.030729909729416249 0.013019198994015824 0.015897086018412665 0.032276844655712011 0.08213068970508175 0.032807197103466024 0.040020857915806118 0.018854828434996307 0.025528274388079808 0.04226711761543811 0.01552303959033452 0.24162593583901071 0.028508082010603175 0.028450937306956803 0.058347617126059959 0.033289510804536349 0.019207498702428438 0.017136700512367042 0.045266212674221151 0.14775233970351564 0.024113942851784032 0.016370399767765775 0.099464078450182569 0.085626356562215733 0.053973682170180837 0.1062708282056235 0.12430449523222364 0.01771730397445026 0.01767535174076329 0.0099734022519442078 0.03131974426557349
leaf_count=20 115 42 133 135 122 34 6 18 40 8 334 83 231 105 189 215 306 216 185 46 9 66 187 27 329 479 31 30 30 139
internal_value=0 0.000164358 0.000198481 0.000144713 0.000185323 0.000119796 0.000188226 0.0005232 0.000784524 6.26711e-06 9.41649e-05 -0.000144583 -0.000119134 0.000382526 -0.000170035 -0.000139167 -0.000113003 -8.86362e-05 -4.84582e-05 0.000331162 -0.00015793 5.23585e-05 -0.000273606 0.000365417 -0.00037222 -0.000258063 -0.000459833 -0.000646581 -0.000861155 -0.00059591
internal_weight=0 0.559951 0.546932 0.514655 0.498758 0.465951 0.42593 0.149926 0.124398 0.276004 0.257149 0.995498 0.96699 0.0890775 0.877913 0.849462 0.830254 0.813118 0.767851 0.171866 0.595985 0.300801 0.147363 0.153438 0.295185 0.261895 0.130992 0.113275 0.0955998 0.137591
internal_count=3910 987 872 739 697 575 541 193 175 348 342 2923 2840 125 2715 2484 2269 1963 1747 231 1516 380 287 93 1136 947 278 247 217 468
is_linear=0
shrinkage=0.00126831


Tree=769
num_leaves=31
num_cat=0
split_feature=1 0 11 11 48 147 52 16 124 16 150 51 50 14 51 1209 150 2 1456 3 457 2 15 42 4 42 4 130 376 2
split_gain=0.014787 0.015042 0.0143009 0.0139737 0.0168966 0.0135996 0.0173582 0.0208568 0.0142252 0.0129426 0.0129389 0.0124177 0.014218 0.0123495 0.0143409 0.0123047 0.0121442 0.0122919 0.0134777 0.0114675 0.0149426 0.0123956 0.0114722 0.0111789 0.0107936 0.011377 0.0128338 0.0135297 0.011956 0.0106229
threshold=0.10386500000000001 1.0000000180025095e-35 0.08184000000000001 0.088315000000000018 -0.088799999999999976 1.0000000180025095e-35 0.28122000000000008 0.050115000000000007 -0.50873999999999986 0.67964000000000013 -0.088794999999999985 -0.097124999999999989 0.10119500000000002 0.077685000000000018 -0.09021499999999999 0.084790000000000018 0.15297000000000002 1.0000000180025095e-35 0.091465000000000005 -0.11266 -0.066264999999999991 0.11680500000000001 -0.010069999999999997 0.10056500000000002 -0.52333999999999992 -1.0000000180025095e-35 -0.082054999999999975 0.092690000000000008 0.048695000000000009 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 -2 6 7 8 -6 23 -10 -1 13 14 -13 19 17 -12 -19 22 -21 24 -16 -9 -22 26 27 -26 -27 -24
right_child=1 -3 -4 -5 5 -7 -8 9 10 -11 16 12 -14 -15 15 -17 -18 18 -20 20 21 -23 29 -25 25 28 -28 -29 -30 -31
leaf_value=-0.00087254731730657001 -0.00091537807023516979 0.0011510991878529349 -0.00099669647803306261 -0.00060182035768642581 -0.0012700898753639825 0.0012698459642205987 -0.00088027125665824009 -0.00076089564526579233 -0.0005635078957390658 0.0010171127916999486 0.00029112800680035795 0.0010500118514649266 -0.0012689739858796657 -0.0012700132702401323 0.0011206108472095991 -0.0012693954080267467 -0.00055649551769429027 0.0011267604373387786 -0.00048635112119526139 -0.00094684687698864533 -0.0012456646890437468 -0.0010977997597577125 -0.00017134335649405703 0.00040889969419341873 -0.0003989795506367165 5.45759828877272e-05 -0.00094040304607952054 0.0011357323026626649 0.0012701176274471299 0.0008146824266627654
leaf_weight=0.031707589602248731 0.020993047362935613 0.023542915447023915 0.029276891751408129 0.040127057833160507 0.0071403564070351413 0.020071765439752198 0.022499901727769611 0.05266588607310041 0.015449092839844525 0.010889586029634302 0.063945331740796973 0.019710824784397118 0.015413040544331125 0.012881157338142657 0.024522421005087836 0.012996109178629922 0.012618920067325234 0.099645985643746826 0.0090920240618288517 0.031150231663843897 0.011195423386652692 0.017458577331467495 0.057040177775888878 0.017510102100459335 0.031556763976567481 0.45613355785025078 0.039773181274824765 0.013066359762547108 0.013398946987763338 0.025403671083040535
leaf_count=278 26 173 105 40 7 69 52 115 34 21 107 46 334 61 38 182 2 209 15 131 12 65 69 25 252 1019 342 30 40 11
internal_value=0 0.000166398 -0.0001258 0.000107356 0.000188081 0.000257954 0.000192743 0.000276294 0.000489075 -0.00026938 0.000551645 -9.44544e-05 -6.28931e-05 -3.86341e-05 -1.75809e-05 -4.62619e-05 0.000644618 0.00073239 0.000991882 -2.42056e-05 -9.09964e-05 -4.52348e-05 0.000359016 -0.000469012 -1.27176e-05 1.22015e-05 -0.000416528 5.04085e-05 8.92636e-05 0.000132484
internal_weight=0 0.416192 0.842685 0.392649 0.352522 0.331529 0.311457 0.288957 0.207892 0.0810656 0.200751 0.813408 0.7817 0.766287 0.753406 0.733695 0.185302 0.172683 0.108738 0.720699 0.613733 0.582583 0.106966 0.070176 0.565124 0.553929 0.0843963 0.0446231 0.469533 0.0824438
internal_count=3910 895 3015 722 682 656 587 535 374 161 367 2910 2632 2298 2237 2191 333 331 224 2009 1891 1760 118 140 1695 1683 624 282 1059 80
is_linear=0
shrinkage=0.00126831


Tree=770
num_leaves=31
num_cat=0
split_feature=472 1 0 14 1186 1186 130 474 51 50 158 3 42 42 49 16 4 3 457 0 133 47 50 52 160 15 2 1444 9 39
split_gain=0.00433129 0.0043396 0.00709803 0.00568868 0.00544205 0.00597934 0.00752065 0.00645981 0.0061937 0.00599334 0.00588171 0.00660923 0.00828197 0.00738457 0.00887301 0.00764557 0.00667837 0.00644743 0.0146 0.00923641 0.00708231 0.00926203 0.0088911 0.00848734 0.00737563 0.00618732 0.00563575 0.00555966 0.00541118 0.00637213
threshold=-1.0000000180025095e-35 0.10113500000000002 1.0000000180025095e-35 0.077685000000000018 0.091570000000000026 0.085080000000000003 -1.0000000180025095e-35 0.087505000000000013 -0.10748999999999999 0.10119500000000002 0.084965000000000027 -0.11266 0.092145000000000019 0.091330000000000008 -0.085974999999999982 0.011450000000000002 0.11205000000000001 0.094625000000000015 0.087470000000000006 -0.11287999999999999 0.083815000000000014 0.09550500000000002 0.10030500000000002 -0.089799999999999977 -1.0000000180025095e-35 0.035895000000000003 0.089070000000000024 -0.10662999999999999 -0.016839999999999997 0.005105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -8 10 11 25 13 14 15 -13 -14 18 19 26 21 22 28 -22 -25 -10 -16 -12 -21 -30
right_child=1 2 -4 -5 -6 -7 8 -9 9 -11 27 12 16 -15 17 -17 -18 -19 -20 20 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0034522243589031935 -0.0033131122667273034 0.00026396056197590834 0.0032304158686123968 -0.0034528945727386449 -0.0034532888572539611 0.0020006501073648606 -0.0025949214034723758 0.0034544268041987246 0.0018235676644050944 -0.0034524105212819364 0.0034575387654876073 -0.0032477449732186618 -0.0034550060690944936 0.0027805375860440254 0.00047322025972701192 0.00075705257957510571 0.00040720394311001226 0.0012129806963076196 -0.0030551470146703633 0.0034575789571679488 -0.0034471257771653426 0.0022091176724349511 0.0033417401026735556 -0.0023468928378623478 0.0021614488641608352 -0.00099920326490155593 0.002954503850219726 -0.0027433035709520876 -0.003163291249593172 0.00054255046862870435
leaf_weight=0.004368586295143472 0.014111575307637736 0.18674782142019808 0.010128423116270824 0.0063366169123213459 0.0058764589459059371 0.015397041949910317 0.011388011041681523 0.0019069877016590899 0.044164436212071223 0.0059156270545326342 0.0019616091066438903 0.017288664022217404 0.014663786807517454 0.011771195773079057 0.025816415582539776 0.008454580488432839 0.0083801134173882019 0.056307910501573133 0.018190998635077449 0.0018764807518891749 0.0049203043427894491 0.008035710499484594 0.0036618780795834019 0.0051656438836289445 0.026471979453262406 0.011698966613209905 0.018873616899327317 0.014112209733763592 0.032887245724598557 0.0066428172977452951
leaf_count=195 229 771 162 106 44 33 225 4 84 262 2 70 289 37 30 11 23 62 58 2 62 30 2 165 133 33 23 209 536 18
internal_value=0 -3.27689e-06 0.000416572 -0.000208752 -0.000156833 -0.000107171 -0.000193792 -0.00250745 -9.0456e-05 -8.32536e-06 5.13616e-05 0.000152069 -7.19476e-05 0.000113115 -2.07275e-05 -0.00193249 -0.00205048 0.000214919 -0.000153493 0.000239385 -0.000399469 -0.00120426 -0.00181286 0.000769565 0.00142535 0.00123242 0.00152112 -0.00198657 -0.00226872 -0.00254054
internal_weight=0 0.599155 0.196876 0.402279 0.395942 0.390066 0.374669 0.0160186 0.35865 0.347262 0.341347 0.325273 0.269409 0.246365 0.234594 0.0257432 0.0230439 0.208851 0.152543 0.134352 0.0896621 0.0531041 0.0450684 0.0365579 0.0316376 0.0558634 0.04469 0.0160738 0.0414065 0.0395301
internal_count=3910 3715 933 2782 2676 2632 2599 233 2366 2141 1879 1668 1551 1239 1202 81 312 1121 1059 1001 948 588 558 360 298 117 53 211 556 554
is_linear=0
shrinkage=0.00345121


Tree=771
num_leaves=31
num_cat=0
split_feature=1 150 1373 1374 39 131 0 0 1186 42 52 1 51 51 160 48 51 47 51 1 3 132 159 13 16 40 43 51 44 122
split_gain=0.0200435 0.0177688 0.0180608 0.0236153 0.0151521 0.0146902 0.0146057 0.0182401 0.0152983 0.0187633 0.0149539 0.0137012 0.0135286 0.0283079 0.0147635 0.0131689 0.0201214 0.020687 0.0166925 0.0151644 0.0132569 0.0130532 0.0237403 0.0228027 0.0144998 0.0160428 0.0181189 0.0121658 0.0137012 0.0174346
threshold=0.094385000000000011 0.075065000000000007 -1.0000000180025095e-35 0.10441500000000001 0.084155000000000021 0.092855000000000007 -0.077944999999999987 -0.081964999999999996 0.085080000000000003 -1.0000000180025095e-35 0.11401500000000002 0.10471000000000001 0.08955500000000001 0.089005000000000015 0.099550000000000013 0.11930500000000001 0.11024000000000002 0.13206500000000002 -0.42891999999999991 0.12864500000000004 0.13772500000000001 0.080815000000000012 0.092630000000000018 -0.091849999999999987 -0.083144999999999983 -0.079539999999999986 -0.50992999999999988 -0.40274499999999996 0.086480000000000015 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 5 11 -4 7 8 9 -1 21 -2 13 14 -11 16 17 18 -13 -20 -17 22 23 -8 -25 -26 -27 -6 29 -29
right_child=1 2 3 -5 27 -7 10 -9 -10 12 -12 15 -14 -15 -16 20 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.001156272260057037 -0.00078265305288776255 -0.0005569194674884193 0.0010276679877995777 -0.0012547042681683 -0.0012710766869708009 -0.00087717383202236807 0.0008644356538335023 -0.0012077826548007684 0.00056779096292673031 -0.00032466357243254098 -0.00084577937269989607 -0.0012698274394984464 -0.00098480444955366332 0.0012723645562560022 -0.0012727078603893263 -0.0011588848518373543 -0.00099553136936859649 -0.0012736153103809792 0.00014079059784318992 0.0010845959126833413 9.7407446373970323e-05 0.00065308756030406812 -0.0010514940621083033 0.00039825026785392969 0.0010039232287764848 0.00035531823703700491 -0.00099250461882825292 0.0010862758404974252 -0.001097373180150189 -0.00066877801993154478
leaf_weight=0.05777617905530974 0.076106312915158014 0.026672419990063645 0.072781412734002515 0.0095327919043484144 0.0068173633571859673 0.007152767620937083 0.041321027678804967 0.05270957929889164 0.023759052309742401 0.41644279075009649 0.043200746281598867 0.011142886827656184 0.055680378669734409 0.017223621729499428 0.028213313366904913 0.03791886732869898 0.030549078200238 0.015943250618875027 0.13454151026326144 0.03438344190215048 0.02099184510007035 0.037423181172925979 0.039248366741048812 0.043809489186287465 0.010441081551107345 0.021288221656504902 0.065131930595669019 0.044546443215494946 0.0075050029954581978 0.011444222036516294
leaf_count=418 235 12 240 7 7 16 27 380 51 923 145 33 127 3 95 38 41 13 206 99 28 76 76 34 12 15 333 200 9 11
internal_value=0 -8.1303e-05 0.0003591 0.000632189 -0.000199732 0.000857217 -0.000385674 -0.00049249 -0.000429557 -0.000470743 -0.000155031 -0.000304491 -0.000394216 -0.00032302 -0.000384817 -0.000177013 -3.81062e-05 0.000111112 0.000233716 0.000332895 -0.000711226 -3.96651e-05 -0.000156846 3.60945e-05 -0.000207225 -0.000481076 -0.00066049 0.000338983 0.000511851 0.000727551
internal_weight=0 0.54803 0.116139 0.089467 0.43189 0.0799342 0.953669 0.651805 0.599095 0.575336 0.301864 0.361577 0.51756 0.46188 0.444656 0.285471 0.22656 0.196011 0.180068 0.168925 0.0589107 0.258663 0.22124 0.181992 0.140671 0.0968612 0.0864202 0.070313 0.0634957 0.0559907
internal_count=3910 1195 275 263 920 256 2715 1997 1617 1566 718 693 1148 1021 1018 458 392 351 338 305 66 573 497 421 394 360 348 227 220 211
is_linear=0
shrinkage=0.00126831


Tree=772
num_leaves=31
num_cat=0
split_feature=457 457 49 2 150 1 51 1375 48 3 484 48 1 51 11 43 130 122 42 4 3 0 12 43 12 2 160 16 2 44
split_gain=0.0042635 0.00580783 0.00898845 0.00865333 0.00528679 0.00847896 0.0102987 0.011041 0.00725525 0.0102962 0.00725348 0.0075054 0.00681092 0.00912561 0.00853807 0.0081649 0.00912687 0.00733592 0.00713011 0.00750952 0.00691656 0.0116931 0.00702103 0.00837825 0.00684054 0.00893512 0.00857864 0.00907241 0.00686708 0.00880312
threshold=-0.14941999999999997 -0.0034949999999999994 -0.014479999999999998 0.090545000000000014 0.082085000000000019 0.085835000000000009 0.08955500000000001 -0.43271999999999994 0.088875000000000023 -0.083344999999999989 -0.0043499999999999988 -0.089609999999999981 0.13562500000000002 -0.40274499999999996 0.088315000000000018 -0.074254999999999988 -0.23515499999999998 0.096085000000000018 -0.11145999999999999 0.08734500000000002 -0.078669999999999976 -0.084074999999999997 0.10129000000000001 -0.083899999999999988 0.089995000000000006 0.099990000000000009 0.0034400000000000008 0.081265000000000018 0.081615000000000007 0.088980000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 8 -7 -8 9 -6 -3 -12 14 -14 15 16 -13 -15 -18 20 21 -20 23 -23 26 -26 27 28 -17 -30
right_child=1 4 3 -5 5 6 7 -9 -10 -11 11 12 13 17 -16 24 18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0022194996877185234 -0.0039794510555152002 -0.0028030889873472352 -0.0033646422006593578 0.0022401923727009732 0.0010673061010775167 0.0027532188477115528 -0.0022969239507174117 0.0020653795063992121 0.0018660702348536986 -0.0040496642032408795 -0.0032542855619500932 -0.0040521597290405324 -0.0040467023811315249 0.003800519126021978 -0.0030505720812198205 -0.00062889665367324551 -0.0029735051399480952 -0.003640584417814648 -0.0040457285541596862 0.0029307636544175929 0.0023399346620586949 0.0017271189287516133 -0.0040498561106151049 -0.0034605471257868996 -0.0032531904898677856 0.00012070721961005519 -0.0026193020878534428 -0.0025612308847943448 0.001650995868222274 -0.0038037345472435166
leaf_weight=0.013257608896765305 0.015614003453748637 0.01694531699882873 0.0071844930842761548 0.012072278516487955 0.010767806534765612 0.045858341932841995 0.018790053039992927 0.019161051428568499 0.011388353185509459 0.015959923821128541 0.011992736363026779 0.0061460630240617311 0.0035056625620200057 0.019585817273423345 0.015846720919370227 0.047165399801059493 0.0070151449844573213 0.0024357380352739702 0.01027602478930234 0.031198792910373641 0.027214400289054197 0.043214265401019247 0.0047160012621532124 0.0057701081126424461 0.029366501855548677 0.02279866376458628 0.019485699085834085 0.016765896844177064 0.076838815698156537 0.0051626805502564812
leaf_count=54 88 474 121 53 65 239 8 52 19 41 36 11 10 175 103 168 86 4 137 96 167 188 38 72 466 198 66 94 563 18
internal_value=0 -9.96483e-05 -0.00169954 0.000149089 2.64771e-06 0.000744596 0.00146372 -9.445e-05 -0.000836611 -0.00198819 -0.000210986 -0.000102932 -7.13354e-06 0.00201285 -0.000146882 -1.65803e-05 0.000762424 0.00297748 0.000991092 0.00121833 0.000632468 -9.38579e-05 0.000662366 0.00111604 -0.000501886 -0.00177864 -9.92593e-05 0.00023723 0.000600471 0.00130757
internal_weight=0 0.580243 0.0348708 0.0192568 0.545372 0.121926 0.0838094 0.0379511 0.0381161 0.0267277 0.423446 0.406501 0.394508 0.0255272 0.368981 0.353134 0.135551 0.0220216 0.129405 0.12239 0.0911908 0.0639764 0.0537004 0.0489844 0.217584 0.0521652 0.165418 0.145933 0.129167 0.0820015
internal_count=3910 3856 262 174 3594 424 299 60 125 106 3170 2696 2660 189 2471 2368 795 179 784 698 602 435 298 260 1573 664 909 843 749 581
is_linear=0
shrinkage=0.00404364


Tree=773
num_leaves=31
num_cat=0
split_feature=151 1348 52 1 484 14 2 133 16 16 447 42 49 0 48 124 51 51 42 402 376 15 403 43 4 0 2 52 52 52
split_gain=0.0154653 0.0199563 0.0197431 0.0191637 0.0228992 0.0187569 0.0165757 0.0157507 0.0162826 0.0213554 0.0207679 0.0217252 0.0220429 0.0290664 0.0276904 0.0158446 0.0156624 0.0172799 0.0177561 0.0216937 0.0168073 0.0175611 0.0313883 0.0161988 0.0308426 0.0251293 0.0272356 0.0162686 0.0188632 0.017796
threshold=-0.52174999999999983 0.090050000000000005 0.18936500000000003 0.10386500000000001 -0.0043499999999999988 0.077685000000000018 0.15305000000000002 -0.26719999999999994 0.050115000000000007 -0.014099999999999998 0.086695000000000008 -0.10770999999999999 -0.045004999999999996 -0.076734999999999984 0.11930500000000001 -0.088739999999999986 -0.10748999999999999 -0.09021499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08801500000000001 0.085120000000000015 0.03138500000000001 -0.11652999999999998 -0.51381999999999983 0.039665000000000006 0.11203000000000002 -0.089799999999999977 -0.081429999999999989 -0.07125999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 16 7 -5 9 10 11 -9 -13 14 15 -14 -6 -18 20 -20 21 -19 -23 -21 -25 26 27 -26 -29 -30
right_child=1 -3 -4 6 5 -7 -8 8 -10 -11 -12 12 13 -15 -16 -17 17 18 19 23 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.0011176799683687427 -0.0010530456967533604 0.0012474495912935838 -0.0006203430943377726 -0.0011770357498126706 -0.00090403234086172354 -0.0012700047176059286 0.001269433249692053 -0.0012260610840558574 -0.00021427426604560078 0.0010637489194860253 -0.0010897972266679943 0.0010920611560404517 -0.00094860701581497093 0.0011345512823104681 -0.0010090312691369799 0.00047872644358012132 0.00098157933869326246 -0.0010292968684517338 -0.0012693965661572293 0.00063809111204352889 0.0012387603921927774 -0.0012689806326540425 0.00071136214355797334 -0.0012597230157319294 -0.00050951862635182819 0.00065707609784762479 -0.0010625316829459127 0.00079581385485755836 -0.00074869870285396633 0.0001223837785449868
leaf_weight=0.021192480342051678 0.039409961424638262 0.019521344160238985 0.089808163688843368 0.01390907133827568 0.032731025130601221 0.020420862458422562 0.022404315461699298 0.014269549050368369 0.11499950663539948 0.054695311829391247 0.018860402701193379 0.054332858246198157 0.014814089638548467 0.038716541594112641 0.039251681184396148 0.08046282471741506 0.027363158372622376 0.067264642939903307 0.020092145612920498 0.072003710729404258 0.0085954943497199565 0.021071758508071525 0.033096646295689425 0.029643509930792344 0.075154093454556925 0.097458831192625439 0.039044712180611896 0.059081854380564902 0.042429077460837572 0.34045779555618028
leaf_count=65 457 42 442 15 181 68 113 5 230 71 28 52 16 108 24 110 55 384 230 61 6 285 61 14 126 64 44 44 23 486
internal_value=0 -2.70723e-05 -4.2801e-05 -8.03774e-06 -0.000105016 -6.71199e-05 0.000205011 0.000151338 0.000194266 0.000343225 0.000192062 0.000292027 0.000387214 0.000166161 -0.000112535 0.000256798 -4.16779e-05 -1.14174e-05 -4.14281e-05 3.13074e-05 -0.000475153 -0.000596471 -5.90003e-05 6.59094e-05 5.61224e-06 6.29982e-05 -4.11038e-05 3.60179e-05 0.000128783 2.5856e-05
internal_weight=0 1.60136 1.58184 1.49204 1.02532 0.985909 0.466716 0.444312 0.430403 0.315403 0.260708 0.241848 0.227578 0.173245 0.134529 0.0952769 0.965488 0.932757 0.905394 0.775366 0.130029 0.121433 0.0541684 0.755274 0.68327 0.653626 0.556168 0.517123 0.441969 0.382887
internal_count=3910 3845 3803 3361 2589 2132 772 659 644 414 343 315 310 258 150 126 2064 1883 1828 1092 736 730 346 862 801 787 723 679 553 509
is_linear=0
shrinkage=0.00126831


Tree=774
num_leaves=31
num_cat=0
split_feature=151 1348 1456 1444 4 11 474 1211 480 3 48 2 1 2 38 124 1213 4 149 1184 1373 156 33 9 9 15 2 0 48 3
split_gain=0.00427413 0.00558325 0.00548273 0.00564617 0.0047015 0.0115685 0.00585842 0.00499506 0.00474598 0.00472685 0.00610946 0.00598523 0.00638355 0.00643596 0.00532599 0.00609961 0.00594522 0.00603947 0.00619941 0.00566431 0.00537354 0.005356 0.00520999 0.00609176 0.00631488 0.00538284 0.00713523 0.0070031 0.00812112 0.0074848
threshold=-0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 -0.10662999999999999 0.27020000000000005 0.08184000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.08456000000000001 -0.10628499999999998 0.082070000000000018 0.106285 0.076710000000000014 0.092865000000000017 0.12641000000000005 -0.048219999999999992 -1.0000000180025095e-35 -0.51381999999999983 0.082450000000000009 0.080560000000000007 0.11103 0.10477500000000002 -0.007134999999999999 0.091370000000000021 0.084755000000000011 -0.095799999999999982 0.10066500000000002 -0.230625 -0.074859999999999996 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -6 8 9 10 11 12 13 -4 15 -11 -17 -18 19 20 21 22 -19 24 25 26 -24 -27 -29 -30
right_child=1 -3 4 -5 6 -7 -8 -9 -10 14 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-0.0030389318884457761 0.0035183145865909145 0.0034660965202673488 -0.0029614932009568956 -0.0032686419693680898 -0.0035320914824038415 -0.0035221303675786308 0.0011508752534206057 -0.0035210993280018542 -0.0035212637216892099 0.00165103618652815 0.0030019018830197385 0.0022629126074178918 0.0014063477385530042 0.00032724463119364778 -0.0032978555947667135 -0.0035210563858392983 -0.0034448029182954066 -0.0034355079885453948 -0.0035226254414642442 -0.003522797312052827 -0.0035236236679240386 -0.0033151816891897057 -0.0010878928038042051 0.0035421674542582705 -0.0033373485373787049 0.0021555901557693078 0.0025664629425528078 -0.0028293063584704341 0.00014521164263368158 0.0020621972610489745
leaf_weight=0.0058357738273571149 0.0017629712015150298 0.0056660741147993568 0.01411668628529128 0.010974307564136865 0.0034993888139069887 0.012017678424385281 0.06129708324166927 0.005012570800083437 0.0046662755405915126 0.024286558366526378 0.013424595510429072 0.015850137949882992 0.018202991575037686 0.015437927710877375 0.0063872011319290314 0.006448593352336828 0.0066075465849451112 0.0048508059571759068 0.0062485901128184187 0.0055168963263838569 0.0050702712474048886 0.0055065214636833551 0.0571143479057028 0.0067776760770357205 0.006238550147827481 0.027388695156787435 0.0074892746685009106 0.010014655801114714 0.17859595046925136 0.029393707979124883
leaf_count=65 3 42 69 364 4 150 427 217 237 171 32 21 60 16 18 407 23 23 40 34 16 91 160 3 22 16 50 57 1002 70
internal_value=0 -1.10763e-05 -4.5629e-05 -0.00232926 6.54897e-06 -0.000110693 0.000897968 -2.5396e-05 1.14442e-05 4.64457e-05 0.000843958 0.000388518 -0.00023357 -0.00124361 -0.000109504 -5.69568e-05 -0.000171148 -0.000110606 -4.76976e-05 1.54306e-05 7.31071e-05 0.00012781 0.000185636 0.000240016 0.000169243 0.000239812 -0.000664256 0.000477822 0.000267037 0.000416126
internal_weight=0 0.575865 0.570198 0.0127373 0.557461 0.492665 0.0647965 0.480647 0.475634 0.470968 0.0770323 0.0636077 0.0477576 0.0295546 0.393936 0.387549 0.363262 0.356813 0.350206 0.343957 0.33844 0.33337 0.327864 0.323013 0.316235 0.309997 0.0646036 0.245393 0.218004 0.20799
internal_count=3910 3845 3803 367 3436 3005 431 2855 2638 2401 198 166 145 85 2203 2185 2014 1607 1584 1544 1510 1494 1403 1380 1377 1355 210 1145 1129 1072
is_linear=0
shrinkage=0.00352023


Tree=775
num_leaves=31
num_cat=0
split_feature=158 42 1365 39 13 1 42 1429 133 43 4 160 3 1373 0 475 52 48 1 47 1 150 52 52 151 1 4 3 130 1429
split_gain=0.0124258 0.0127834 0.0150034 0.0133587 0.0151829 0.0163482 0.0130246 0.0121229 0.0115162 0.0123953 0.0235691 0.0135721 0.0163698 0.0163574 0.013902 0.0190859 0.0168593 0.0149491 0.0177507 0.0249354 0.0155547 0.0154894 0.0169442 0.0170901 0.0162583 0.0161113 0.0163055 0.0188974 0.0145284 0.011781
threshold=0.11136500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.005105000000000001 -0.037444999999999992 0.092550000000000007 -0.085679999999999992 -1.0000000180025095e-35 0.19121000000000002 -0.50329499999999994 -0.51381999999999983 -0.11175999999999998 0.084925000000000014 0.099250000000000019 -0.074249999999999997 -0.082014999999999991 0.11588000000000002 0.12675000000000003 0.094695000000000015 0.10813000000000002 0.092550000000000007 0.11247500000000001 -0.089799999999999977 -0.076599999999999988 0.088225000000000012 0.090475000000000014 -0.084009999999999987 -0.080884999999999985 -0.45984999999999993 0.084920000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 5 -5 -1 -3 9 -9 -11 12 -12 14 17 -16 -17 18 20 -20 21 22 24 -24 29 26 -25 28 -28 -13
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 11 13 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00011910762818236222 -0.0010187048908647184 -0.00087209802531556429 -0.00088915504210467183 -0.000886007284830718 0.0010722945793160915 0.00056115842874813961 -0.00082965853152121934 0.00094407901351908029 -0.0011726428434782547 -0.0011548268764663876 -0.0010853042523596603 -0.0011740830679087043 0.00022271853079871342 -0.0011742138802320083 -0.00076670250830825092 0.00065455791771090212 -0.00042204021724867943 -0.00067733995115017175 0.00061289511095409185 -0.00067927895046771621 -0.0010485361543939582 -0.00097251399781974842 0.00079208954511683811 0.00077213825874541844 0.00053410590082159733 0.00078720646201512205 0.00082474497682165696 4.0777479781344827e-05 -0.001031149098844204 0.00072497741094912349
leaf_weight=0.14684885510645529 0.017152632735900508 0.020513343997378919 0.023413004025428563 0.016217657221659465 0.036700380448792203 0.031599390754308843 0.046675646991076181 0.020951397399585181 0.010641840163444272 0.022378564988457361 0.029793594247848665 0.034384321070802804 0.023494877088978683 0.0135400353683508 0.017586105994723766 0.15257468304463473 0.022977760874709929 0.037906956891674781 0.13355020328015144 0.024222098075824761 0.020384540314353217 0.021027504361427418 0.050976714583157223 0.02661567203969617 0.014231030691007618 0.034225278625399369 0.0066221162269354253 0.1222055819497434 0.046147533259656481 0.0051576438543179384
leaf_count=537 158 175 73 34 157 174 504 15 206 41 261 147 45 23 72 247 31 36 223 18 26 32 32 48 9 29 3 231 295 28
internal_value=0 -1.43885e-05 3.79929e-05 5.97737e-05 0.000505421 7.03369e-05 -0.000290483 1.84793e-05 3.89692e-05 5.36054e-05 3.19116e-05 6.36174e-05 -0.000508597 0.000102494 0.000124921 0.000397063 0.000513644 3.39312e-05 8.38842e-05 0.000414513 -5.2679e-05 3.4617e-06 6.37212e-05 0.000176892 -0.000539862 4.39035e-05 -8.22915e-05 -0.00021226 -0.000798251 -0.00092638
internal_weight=0 1.21356 1.02004 0.996627 0.0845174 0.047817 0.193525 0.912109 0.891596 0.880954 0.860003 0.837624 0.0532885 0.784336 0.770796 0.193139 0.175552 0.577657 0.53975 0.157772 0.381978 0.361593 0.340566 0.286793 0.053773 0.235816 0.201591 0.174975 0.0527696 0.039542
internal_count=3910 3752 2711 2638 365 208 1041 2273 2098 1892 1877 1836 306 1530 1507 350 278 1157 1121 241 880 854 822 638 184 606 577 529 298 175
is_linear=0
shrinkage=0.00117172


Tree=776
num_leaves=31
num_cat=0
split_feature=4 11 151 48 15 484 52 49 0 16 13 13 12 43 48 15 52 4 3 402 403 39 2 4 49 47 52 474 50 47
split_gain=0.0216306 0.0273466 0.0194866 0.0175234 0.0280818 0.0171714 0.017112 0.0143487 0.0195751 0.0285606 0.0207507 0.0199372 0.0225116 0.0183519 0.0172211 0.0170239 0.0162219 0.0155574 0.0233518 0.0166005 0.0169326 0.022956 0.0243911 0.016739 0.0159817 0.0144983 0.0178181 0.0143147 0.0150603 0.0189752
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 0.091555000000000011 -0.095799999999999982 -0.0043499999999999988 0.092550000000000007 -0.085974999999999982 -0.13870499999999999 -0.19424999999999998 -0.094679999999999986 -0.5337599999999999 0.086865000000000012 -0.50992999999999988 0.086285000000000014 0.10538000000000002 -0.0093349999999999978 -0.51381999999999983 -0.14539499999999997 1.0000000180025095e-35 0.03138500000000001 0.005105000000000001 0.087005000000000013 0.074650000000000008 -0.081419999999999979 0.09550500000000002 0.083750000000000005 -1.0000000180025095e-35 0.11901000000000002 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 -1 -5 15 9 -9 11 -10 16 -12 -11 -7 -13 -15 -19 20 21 22 24 -23 -20 26 -26 -4 29 -29
right_child=2 -3 27 4 -6 7 -8 8 10 14 13 12 -14 17 -16 -17 -18 18 19 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0010722891634689102 -0.0011898015361557534 -0.0011448181952422622 -0.001328436771090318 -0.00083480352536025569 0.0005175495487102456 -0.0010563613029800759 0.00097340327790129168 -0.00095800807629493933 -0.0010849966638176256 0.00081899442848679224 0.00074316175184424365 0.00059205989859452207 0.00094403330629729042 -0.0013250368042322914 -0.00025052738249887454 1.8252993352325476e-05 -0.0010885479562321473 0.0007742286365576027 0.0013333711933271131 -0.0013030037452424093 0.00035325591694204629 0.0010128744682944481 -0.001073303129097918 -0.00048432042358512639 -0.00095550693956164817 0.00013778449674778457 0.00030930771848528113 0.0010573119389004457 -0.00051954788417808554 2.9890531421242742e-05
leaf_weight=0.033557112036987413 0.012733181905787205 0.042257627047092572 0.0071228823908313635 0.051024955031692798 0.17940397575137013 0.057131622647943692 0.011094362397216173 0.025021712292073062 0.0155481752212836 0.11164691365115664 0.029039498875135683 0.01913464277095045 0.073154149266429158 0.026235329169594257 0.034257602539582876 0.04661067631241167 0.020949647946053807 0.033872190327201457 0.010256897658109443 0.030446589538897229 0.060096290045549949 0.031066576596799678 0.10190753127099583 0.022361459134117467 0.082270360598444614 0.063473008601249603 0.025375424557807946 0.097852748298351 0.019060414808336645 0.046019966978747107
leaf_count=490 20 160 4 127 234 97 36 24 9 104 26 26 54 24 24 38 46 41 1 299 148 59 636 20 343 79 293 385 16 47
internal_value=0 -0.000101591 0.000384713 -6.46986e-05 0.000252787 -0.000145126 -0.000511862 -0.000111302 -5.25428e-05 0.000344504 -0.00015773 0.000316138 0.000508521 -0.00027591 0.000567876 -0.000573545 -0.000286293 -0.000336631 -0.000280397 -0.000364006 -0.000291958 -0.000407116 -0.000556746 0.000386247 -0.000266514 -0.000362412 -0.000657351 0.000502607 0.000582654 0.000728675
internal_weight=0 1.23719 0.182789 1.19494 0.241523 0.953413 0.0621193 0.919856 0.816114 0.170926 0.645188 0.128787 0.113238 0.516401 0.145905 0.103742 0.0400843 0.487362 0.461126 0.427254 0.396808 0.336711 0.283283 0.053428 0.181376 0.171119 0.107646 0.170056 0.162933 0.143873
internal_count=3910 3438 472 3278 397 2881 163 2391 2256 152 2104 135 126 1969 128 135 72 1943 1919 1878 1579 1431 1352 79 716 715 636 452 448 432
is_linear=0
shrinkage=0.00131955


Tree=777
num_leaves=31
num_cat=0
split_feature=50 31 1338 1 14 0 484 150 1186 1186 130 474 3 42 16 403 1373 1373 457 160 133 15 133 123 12 4 1 51 1374 160
split_gain=0.00417703 0.0043343 0.00429757 0.00472663 0.00588818 0.00560712 0.00484818 0.00506596 0.00503085 0.00527332 0.00799125 0.00598043 0.00549779 0.00687514 0.00556415 0.00495373 0.00490264 0.00469154 0.00637952 0.0063193 0.00784138 0.00630778 0.00512531 0.00555271 0.0067475 0.00555123 0.0062379 0.010782 0.00990638 0.0113015
threshold=-0.40676499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.10386500000000001 0.077685000000000018 1.0000000180025095e-35 -0.0043499999999999988 0.10139000000000002 0.091570000000000026 0.085080000000000003 -1.0000000180025095e-35 0.087505000000000013 -0.5217799999999998 0.10217500000000002 0.3935300000000001 -0.16616499999999998 0.11103 0.087970000000000007 -0.0015249999999999997 -0.091109999999999983 -0.031394999999999992 0.22941000000000003 -0.21767499999999998 1.0000000180025095e-35 -0.0089849999999999982 -0.51381999999999983 0.092550000000000007 0.092720000000000011 -0.094679999999999986 0.10150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 -3 9 10 11 -8 -12 14 15 -14 17 18 -17 20 -20 22 -21 24 -24 -26 28 -28 -27 -30
right_child=1 2 -4 5 -6 -7 8 -9 -10 -11 12 -13 13 -15 -16 16 -18 -19 19 21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-0.0034523056140155855 0.0034543041737820608 -0.0032658712175551723 -0.0034537933034384499 0.00031640697181598015 -0.0034528895877455924 0.0031624241710331812 -0.0034528357838840176 0.0031038187233653211 -0.0034530508427620225 0.0019228030865112771 0.0034561093687460616 0.0034504620736778946 -0.0034521898234455522 -0.0028350350865753477 -0.0025401687552594958 -0.0021010449512160632 -0.0034544623477622532 0.002780299759192523 0.0017825522804150156 -0.003452989732809057 -0.0031620937589273519 -0.0034538844287346796 -0.0021710961846172806 0.0029776675305530202 -0.001717250852037105 -0.0013981744066315122 -0.0021654706009588856 0.0028135752624147709 0.0013324627232177634 -0.0028332213590974457
leaf_weight=0.0042425405846415734 0.0042568613590105988 0.010182937051673946 0.0043615592497872049 0.16598421627560356 0.0066146755703684326 0.0086762962791055998 0.012812250771897737 0.001741537895213697 0.005256394437878952 0.015422426634984276 0.0052989034663823978 0.0016921333316872742 0.0046538463045848735 0.010503653441201521 0.0099421779266464227 0.014683370720590005 0.0044668727281305101 0.0080921979566710434 0.0053943391107225116 0.0039615565263453325 0.013088911635914968 0.0050449238478904581 0.01159804753416438 0.010360734719540687 0.01244231965824838 0.020528074872231628 0.020292175795219691 0.0069559128605760625 0.16542322914499508 0.0081388617371089822
leaf_count=86 112 459 23 630 109 139 226 6 44 32 11 4 138 262 137 105 13 17 43 114 262 10 45 52 20 33 73 5 648 52
internal_value=0 -1.53006e-05 -4.1049e-05 -1.49009e-05 -0.000224128 0.000457783 -0.00016908 -0.00233559 -0.000100381 -5.28537e-05 -0.000138593 -0.00264747 -3.18371e-05 -8.69142e-05 1.88369e-06 8.20852e-05 0.000135063 0.00018746 0.000117031 0.000232022 -0.001719 0.000368233 0.000442481 0.000502824 0.000398328 0.000525799 0.00065189 -0.000894416 0.000868974 0.00113712
internal_weight=0 0.577871 0.573615 0.569253 0.394592 0.174661 0.387978 0.0119245 0.376053 0.370797 0.355374 0.0145044 0.34087 0.335571 0.325068 0.315125 0.310472 0.306005 0.297912 0.283229 0.0184833 0.264746 0.259701 0.255739 0.245379 0.233781 0.221338 0.0272481 0.19409 0.173562
internal_count=3910 3824 3712 3689 2920 769 2811 465 2346 2302 2270 230 2040 2029 1767 1630 1492 1479 1462 1357 305 1052 1042 928 876 831 811 78 733 700
is_linear=0
shrinkage=0.00345121


Tree=778
num_leaves=31
num_cat=0
split_feature=1425 4 480 482 457 456 1375 1213 475 151 4 11 11 48 147 474 403 124 0 14 474 1456 49 15 13 13 133 43 4 3
split_gain=0.00403012 0.00569757 0.00480119 0.00442064 0.0046963 0.00691963 0.0051023 0.00503485 0.00478827 0.00464732 0.00640852 0.00789204 0.00724887 0.00651704 0.00530498 0.00494611 0.00481437 0.00486754 0.00477901 0.00463872 0.00442877 0.00503804 0.00521205 0.00533479 0.00521725 0.00739279 0.0069868 0.00505694 0.0111852 0.00898805
threshold=1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.092060000000000017 -0.14941999999999997 -0.030409999999999996 0.085270000000000012 -1.0000000180025095e-35 -0.086004999999999984 -0.52174999999999983 0.27020000000000005 0.08184000000000001 0.088315000000000018 -0.09386499999999999 0.088565000000000019 0.09018000000000001 -0.084084999999999979 -0.50873999999999986 0.15480500000000005 0.077685000000000018 0.084655000000000022 -1.0000000180025095e-35 0.10513500000000002 -0.14097499999999996 -0.5337599999999999 -0.45122499999999993 -0.26719999999999994 -0.50992999999999988 -0.51381999999999983 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 -9 11 13 -12 -11 15 16 18 -18 -15 20 21 -19 23 -23 -25 -26 -27 -28 -29 -30
right_child=-2 -3 -4 -5 5 6 -8 9 -10 10 12 -13 -14 14 -16 -17 17 19 -20 -21 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=0.0023034454803705067 -0.0036718481785338814 0.0028008721933038576 -0.0027574622892121456 -0.0033441185292164125 -0.0035004019465543841 0.0036638998620856381 -0.0026775045505630264 -0.0036638621810644563 -0.0032591584386884986 -0.003203321854958772 0.0025164079258388292 -0.0029780235809961785 -0.00072748468868788203 -0.0036632455305932736 0.0030145414326302124 -0.0030340909482505212 -0.0036649180520995153 -0.0031177268921919257 0.0036676511159279617 -0.0027164598464765343 0.0022783499789244496 -0.0025764857320154538 0.0019543266520133276 -0.0032030008537487641 0.0033719873468266394 -0.0036647913614578594 0.0025605616960588562 -0.0034059449241328702 0.0035491233931771926 0.00019811088623247446
leaf_weight=0.011743754374947457 0.0040717839336679154 0.0094756634511554694 0.0087324871322671527 0.0053137886899321521 0.0076313259203253372 0.001547735126223416 0.0092870605467396672 0.004322012655393336 0.0099871997245983835 0.0078678224824670906 0.02953656296074314 0.011466836704968841 0.013446864501020173 0.0075398302945330897 0.0085607057849301782 0.0066381271831161817 0.0042999525144296049 0.0059409784643662525 0.0014169581700116396 0.0069367152116939215 0.01468356500616963 0.0092372172669712427 0.023422537506817775 0.0057893382909242055 0.01021233243864117 0.0061327194054072711 0.012548666590191715 0.011188847390030787 0.011157294532495143 0.28455824259520313
leaf_count=43 94 182 235 137 54 4 78 51 576 23 208 115 28 388 60 107 15 176 1 51 104 59 115 5 12 129 21 34 25 780
internal_value=0 -1.49803e-05 -6.33921e-05 -2.00196e-05 1.28673e-05 -3.8336e-05 1.26952e-05 6.18339e-05 -0.00233024 0.000117362 0.00015054 2.13735e-05 0.00150159 9.98741e-05 0.000160276 0.000102334 0.000152495 0.000211073 -0.0025035 0.000252552 0.000304709 0.000228483 0.000281602 0.000169924 0.000244193 0.000303624 0.000207382 0.000281718 0.000188541 0.000324544
internal_weight=0 0.560623 0.551147 0.542415 0.537101 0.525357 0.517726 0.508439 0.0115349 0.496904 0.492582 0.449599 0.0429834 0.438132 0.430264 0.421703 0.415065 0.406108 0.00895679 0.401808 0.394872 0.380188 0.374247 0.350825 0.341587 0.335798 0.325586 0.319453 0.306904 0.295716
internal_count=3910 3816 3634 3399 3262 3219 3165 3087 580 2507 2456 2220 236 2105 2082 2022 1915 1526 389 1511 1460 1356 1180 1065 1006 1001 989 860 839 805
is_linear=0
shrinkage=0.00366245


Tree=779
num_leaves=31
num_cat=0
split_feature=1 52 484 1446 12 40 151 51 0 0 0 1186 42 4 52 4 52 13 159 42 13 151 456 3 123 15 4 1 0 52
split_gain=0.010727 0.0143419 0.0115593 0.0106625 0.0108467 0.0175091 0.0129308 0.00904879 0.0156831 0.0138574 0.0135413 0.0106873 0.0137328 0.0108859 0.0105192 0.0111589 0.0237216 0.0101721 0.00969772 0.00997034 0.0180887 0.00890154 0.00790687 0.00879391 0.00913462 0.00962692 0.0123125 0.010285 0.0135888 0.0123708
threshold=0.094385000000000011 -0.42985499999999993 -0.0043499999999999988 0.091520000000000018 -0.071274999999999991 0.34489500000000001 -0.40391999999999995 0.08955500000000001 -0.23029999999999998 -0.077944999999999987 -0.081964999999999996 0.085080000000000003 -1.0000000180025095e-35 -0.082509999999999986 0.11401500000000002 -0.49837999999999999 0.10433000000000002 0.17936000000000002 0.092630000000000018 0.092635000000000009 0.14810000000000004 -0.093064999999999981 0.090170000000000014 0.30601500000000009 0.10400500000000001 0.024640000000000006 0.22584000000000001 0.11167500000000001 -0.055084999999999988 -0.072349999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -6 8 -4 10 11 12 -10 -14 15 16 -11 18 19 -17 -21 -8 23 24 25 27 -27 -23 29 -29
right_child=1 3 7 -5 6 -7 21 -9 9 14 -12 -13 13 -15 -16 17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0011378576578216077 -0.0012442985863035203 0.00099754329388225473 0.00073049144157673253 -0.0012352794270530851 -0.0011896106974705956 -0.0012446372288751157 0.0011306553278160733 -0.00069334686295144008 -0.0011100289084110342 -0.0010041068880872292 -0.0011305835924646575 0.00075027032207091707 0.0006516106853738569 -0.00025294290032777027 -0.00074866611319047212 0.00090779119188787291 0.0009990167394418794 -0.00081389713239416069 -0.00026439686627944636 -0.0012449864159679448 0.0012491894036242243 0.00062558798719650167 -0.0007660145017547149 0.0012441956617916261 -0.00099620334171136057 -0.00080639137318077073 0.00044619211046402729 -0.0010324394476682948 0.00079090342466257867 7.8112087229835687e-05
leaf_weight=0.017042364079799199 0.011216538384474006 0.04637213160782494 0.036459961750097136 0.0080160717308785934 0.011142557272250997 0.0060923045093659303 0.01433646427358326 0.036870077922174005 0.026408733760007408 0.026387936569335579 0.026332032066534339 0.017253890938491168 0.022829762470678361 0.20787928898643315 0.017864549869273105 0.07588372465681914 0.013985128258354962 0.0091952578234213433 0.018990927229879162 0.0099505005835851534 0.0082011944614350796 0.085319638806481635 0.014562437056611088 0.011384198213761465 0.010720498838054482 0.030404910193453816 0.020190781586279627 0.020994143533243914 0.0282225603648385 0.059353949367050518
leaf_count=484 144 330 25 35 24 8 33 204 372 54 310 49 81 652 99 187 5 23 30 138 2 154 36 63 21 139 13 22 73 100
internal_value=0 0.000140746 -0.000129176 0.000183064 0.000214725 0.000737176 0.000125335 -9.81743e-05 -5.57804e-05 -0.00011536 -0.000278831 -0.000197086 -0.000260658 -0.000163433 0.000157036 0.000256547 -0.00031023 0.000443768 0.000546085 0.000709766 -0.000118082 0.00017492 0.000126185 0.000174921 0.000127223 0.000176485 -0.000306534 0.000302529 4.8654e-05 -0.000212064
internal_weight=0 0.378329 0.571535 0.367113 0.359097 0.0524644 0.306632 0.554493 0.517623 0.481163 0.300704 0.274372 0.257118 0.230709 0.180459 0.162595 0.0403731 0.122222 0.113026 0.0940354 0.0181517 0.29549 0.281153 0.266591 0.255206 0.244486 0.0505957 0.19389 0.108571 0.0803481
internal_count=3910 1195 2715 1051 1016 338 678 2231 2027 2002 1464 1154 1105 733 538 439 59 380 357 327 140 654 621 585 522 501 152 349 195 122
is_linear=0
shrinkage=0.00124344


Tree=780
num_leaves=31
num_cat=0
split_feature=1 0 39 51 147 130 1373 16 16 4 402 2 48 51 1 12 1186 3 133 2 160 484 48 50 16 151 151 51 52 158
split_gain=0.0148188 0.0169424 0.0160166 0.0181301 0.0145204 0.0143882 0.0132027 0.0135009 0.0150069 0.0139128 0.0127241 0.0127001 0.0187184 0.0168951 0.0137794 0.0124153 0.0145753 0.0142256 0.0124825 0.0164392 0.0155061 0.0135293 0.0123422 0.0115394 0.0160972 0.0214651 0.01839 0.0113493 0.0129484 0.0154305
threshold=0.085835000000000009 -0.076734999999999984 0.005105000000000001 -0.40274499999999996 0.088565000000000019 -1.0000000180025095e-35 0.09586500000000002 0.050115000000000007 0.67964000000000013 0.08734500000000002 1.0000000180025095e-35 0.082715000000000025 0.12675000000000003 0.13474500000000003 0.13084000000000004 0.091735000000000025 0.085080000000000003 -0.084129999999999996 0.077945 0.080080000000000012 -1.0000000180025095e-35 0.084750000000000006 -0.098424999999999985 0.10340500000000001 -0.092424999999999993 0.056555000000000001 -0.044604999999999992 -0.031524999999999991 0.11401500000000002 0.093260000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 6 -3 7 11 9 -9 15 14 23 -14 -2 16 17 -1 19 -19 -20 -21 -6 24 25 26 -13 -7 29 -29
right_child=2 5 3 -5 22 27 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00093580759849270676 -0.00032257821516151519 -0.0012744377740259525 -0.0013481400950648278 0.00076531903277452862 -0.00039091632591881737 -0.00080576503571967977 -0.0013488788323733386 -0.0011223065453707965 0.0010448772721612931 0.0001539457293093825 -0.0013471082599648102 -0.00023147711112705076 -0.001204746551984567 0.0004497995852522487 0.001140658537330957 -0.0010790218474916755 0.0010185614544901984 0.00071917554276140598 -0.0011146636147128764 -0.0013148763315842728 0.00047301174449576269 6.8776376882696865e-05 0.0012933899808695271 -0.00060577124926299746 0.0010021071900518598 -0.00094711362053523959 0.00090439927730271005 0.00060292132556068775 -0.00057765971629081671 -0.0010110110930321395
leaf_weight=0.050415621228943053 0.15393072165085186 0.013008294366215978 0.0079949754726840183 0.091577891835527225 0.011059053745157144 0.018596307615112551 0.013738047834522149 0.049799896931290277 0.009854084493326809 0.022449096264836044 0.024572502898408288 0.041524781514453935 0.027097361691176047 0.019033653024962405 0.01261419220213611 0.035063550782879815 0.016037054700461795 0.015206745741693339 0.013147460211371254 0.038440065630254594 0.07312087958587199 0.019194316770949627 0.027429353561274183 0.018330012789391503 0.076015723354316833 0.02331542938190978 0.06827702965165372 0.12664902808523948 0.025495090459060066 0.011725038260578913
leaf_count=541 528 21 10 362 23 143 22 288 18 39 306 31 36 19 33 266 27 24 152 220 98 29 83 28 89 16 85 228 114 31
internal_value=0 -0.000212038 9.72778e-05 0.000595624 1.08993e-05 9.31852e-05 -4.64428e-05 -1.2181e-05 -0.000513239 -0.000725751 -0.000421238 8.12859e-05 0.000259667 -0.000522081 -0.000211752 -0.000333944 -0.000218122 -0.000312778 -0.000115364 -0.00052563 0.000231047 -0.00085407 0.00080943 0.000418211 0.00050796 0.000225781 0.000474834 0.000190685 0.000303765 0.000466166
internal_weight=0 0.480672 0.674041 0.0995729 0.574468 0.195474 0.53598 0.522242 0.0821031 0.072249 0.285198 0.440139 0.273594 0.046131 0.166545 0.260626 0.225562 0.209525 0.159109 0.0728411 0.0862683 0.0576344 0.0384884 0.227463 0.209133 0.133117 0.109802 0.182465 0.163869 0.138374
internal_count=3910 2200 1710 372 1338 537 1232 1210 345 327 1663 865 304 55 561 1357 1091 1064 523 273 250 249 106 249 221 132 116 516 373 259
is_linear=0
shrinkage=0.00134594


Tree=781
num_leaves=31
num_cat=0
split_feature=1 484 12 51 40 42 151 151 16 457 0 0 132 47 52 15 4 43 3 2 3 40 47 130 1186 52 151 52 51 0
split_gain=0.0184325 0.0150516 0.0143968 0.0215109 0.0172144 0.0162407 0.0168966 0.0140456 0.014566 0.0177321 0.0125033 0.021332 0.0149378 0.0124947 0.0127696 0.0136522 0.0115535 0.0247038 0.0150809 0.0228204 0.0171461 0.0109932 0.0143279 0.010745 0.011217 0.0161279 0.0217763 0.0201385 0.0113216 0.0272434
threshold=0.094485000000000013 -0.0043499999999999988 -1.0000000180025095e-35 -0.40274499999999996 0.34489500000000001 -0.10770999999999999 -0.40391999999999995 -0.093064999999999981 -0.072804999999999981 -0.070739999999999983 -0.077944999999999987 -0.081964999999999996 0.083140000000000006 0.11861000000000001 0.11262000000000001 -0.094449999999999992 -0.49837999999999999 -0.46376499999999993 -0.088024999999999978 0.10705000000000002 -0.078669999999999976 -0.080324999999999994 0.10070000000000003 1.0000000180025095e-35 0.085080000000000003 0.084890000000000007 -0.21628999999999995 0.048490000000000012 0.08955500000000001 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 21 -4 -7 -8 9 -9 11 12 23 14 -11 -16 17 -12 -18 20 -20 22 -5 24 25 27 -27 28 29 -3
right_child=2 10 5 4 -6 6 7 8 -10 13 16 -13 -14 -15 15 -17 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011438159005983488 -0.001246021614013591 0.00077728897362320658 -0.00096835986009679794 0.00091576028458015724 -0.0012446427441926463 -0.0011813705210596901 0.0011519992567381207 -0.00081113617570763156 -0.00018609491694467076 0.00082873646036104394 0.00089005995725424203 -0.0011464645873701792 -0.0012451332152359871 -0.0002479304408413228 0.00072525842788390745 -0.00093363065744437321 0.00060784625823875709 -0.00089011191553465228 -0.0012463129861391958 -0.0012457416385291277 0.00050464063638489833 0.0011512683387514759 -0.00082000231647923086 -0.0012442770586243376 0.00081589314879320816 0.0010853132735244688 -0.0010839662536090431 0.0008165561915313437 -0.00086412571870556293 -0.00024000070203674317
leaf_weight=0.022568268497451527 0.0093479639690485783 0.050163516301836353 0.022709482860022945 0.019195362909613323 0.0064282786333933464 0.014919358576662489 0.021153487667106674 0.01871614490482898 0.14677450186900387 0.10676991689342685 0.017062592029105872 0.036255514278252576 0.018589985024618727 0.031040641486470122 0.015778776206389011 0.014926652089343406 0.096701270882704193 0.041050976615679247 0.010154184205134698 0.020684025524630556 0.05825935598477372 0.064284407436957736 0.011917972315131919 0.012449754602485541 0.02089283720374624 0.0084722116516786627 0.046017609846430219 0.039504455923406567 0.02917392799395202 0.21581519881357281
leaf_count=485 10 16 22 131 8 25 31 33 426 175 9 337 90 20 43 11 128 68 112 168 122 237 15 191 40 5 388 59 42 463
internal_value=0 -0.000143867 0.000164136 0.000559173 0.000724896 5.23262e-05 0.000114959 0.000169415 0.000107185 0.000337093 -0.000112578 -0.000229609 -0.000154246 0.00046462 0.000625507 -8.11677e-05 0.000116452 -0.00036744 0.000267802 -0.000101262 0.000244758 0.000857611 0.000250876 -0.000106246 -7.16925e-05 -0.000119346 -0.000746681 -1.72014e-05 -0.000128795 -4.81401e-05
internal_weight=0 0.743816 0.503963 0.111174 0.101826 0.392789 0.370079 0.35516 0.334007 0.187232 0.721247 0.477335 0.441079 0.168516 0.137475 0.0307054 0.243912 0.0581136 0.185799 0.0890976 0.0684135 0.0953977 0.0311133 0.42249 0.41004 0.389147 0.0544898 0.334657 0.295153 0.265979
internal_count=3910 2723 1187 401 391 786 764 739 708 282 2238 1631 1294 249 229 54 607 77 530 402 234 383 146 1204 1013 973 393 580 521 479
is_linear=0
shrinkage=0.00124344


Tree=782
num_leaves=31
num_cat=0
split_feature=1 1446 52 151 151 51 0 0 42 129 4 52 3 2 13 4 40 0 49 16 16 43 43 52 4 16 47 151 3 15
split_gain=0.0203017 0.0258189 0.0232395 0.0185923 0.0199204 0.0181146 0.0230586 0.0228453 0.0246411 0.0233534 0.0216617 0.0305518 0.0197251 0.0272464 0.0246026 0.0201506 0.0197875 0.0182125 0.0179729 0.0164849 0.0152294 0.0177078 0.0214055 0.0226762 0.0278162 0.0243044 0.0234724 0.0230412 0.0198513 0.0144485
threshold=0.094385000000000011 0.091520000000000018 -0.42985499999999993 -0.40391999999999995 -0.093064999999999981 0.08955500000000001 -0.23029999999999998 -0.077944999999999987 -0.089744999999999978 0.086720000000000005 -0.49837999999999999 0.10433000000000002 -0.088024999999999978 0.10705000000000002 -0.074599999999999986 0.044585000000000007 -0.069544999999999982 -0.082604999999999998 0.082865000000000008 0.070590000000000014 0.0015250000000000001 -0.08768999999999999 -0.082484999999999989 0.084890000000000007 -0.077679999999999985 -0.50763499999999995 0.09550500000000002 -0.024429999999999997 -0.08095999999999999 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 8 -8 17 11 -9 -12 14 -14 16 -16 19 -7 20 21 -10 -23 24 28 -26 27 -27 -24 -6
right_child=1 -3 3 4 29 18 7 10 9 -11 12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00063106034110361532 -0.0012447093905809659 -0.0012431267174478702 -0.0009046365111556985 0.0011777469836219759 0.0002976288015647726 -0.0010340049044168676 -0.0011407242224157829 -0.0010517975312147761 -0.0010732608660763772 0.00074935848579965169 0.00066042670356762331 0.00058544628935217502 0.00094651865378186494 -0.0012477709032719326 0.0012454126867503541 0.0012526246574711339 -0.001199742219280915 -0.001070465977458204 0.00068726189095138308 -0.0012475133532949994 0.00064703195478718189 0.00063546250124199522 -0.00078792297662494122 -0.0011311479726205005 0.00069764137746215922 3.3517795584335429e-05 0.00052940224199438785 -0.001055432764706719 0.0010388961289704794 -0.00025795406184283502
leaf_weight=0.05878451782882621 0.017372797281495878 0.020678695212723142 0.021981590318318922 0.034375949098830461 0.40721642772837185 0.061046010248389848 0.05158060567853795 0.049419127446753919 0.036078178113314152 0.03447199754026542 0.11392660369938312 0.027388830108066031 0.041130333766659533 0.02403810950585239 0.0061442338046617797 0.0093594295904040337 0.030612393628359769 0.044228367559156823 0.011082078497366865 0.023418411524573912 0.032125572024995108 0.045631014831798211 0.011711571530952369 0.041551937837880359 0.029000851868204336 0.042688291200647654 0.027054170833707758 0.10141819437308186 0.042836008743279308 0.088015424861509928
leaf_count=39 143 36 31 53 758 193 255 70 145 34 142 9 60 184 7 2 164 305 75 68 68 109 108 318 29 56 23 222 30 174
internal_value=0 0.000121711 0.000171316 0.000215915 0.000262424 -0.000169369 -0.000122549 -0.000173716 -0.000321547 -0.000239055 0.00010225 -0.000467975 0.000296725 -7.5612e-05 0.000247341 -0.000376247 -0.00079101 -0.000310375 -0.000769542 -0.000232829 -0.000174885 -0.000244744 -0.000157315 -0.000279421 -0.000140475 -0.000354986 -0.000533339 -0.000732856 0.000646671 0.000198887
internal_weight=0 0.589641 0.568962 0.551589 0.529608 0.996727 0.924599 0.865814 0.563795 0.512215 0.302019 0.076808 0.225211 0.111285 0.0872464 0.0461161 0.0367566 0.477743 0.0721281 0.433514 0.410096 0.37797 0.341892 0.296261 0.254709 0.200162 0.171161 0.144106 0.0545476 0.495232
internal_count=3910 1195 1159 1016 985 2715 2447 2408 1770 1515 638 79 559 417 233 173 171 1481 268 1176 1108 1040 895 786 468 330 301 278 138 932
is_linear=0
shrinkage=0.00124344


Tree=783
num_leaves=31
num_cat=0
split_feature=1 0 4 4 48 16 0 12 15 1446 39 51 1373 1 457 122 38 52 48 51 457 3 47 1 51 132 16 130 104 42
split_gain=0.00432681 0.00848851 0.00690411 0.0111566 0.00666983 0.00699549 0.0102772 0.00683341 0.00944683 0.0058421 0.00677078 0.00799308 0.0070469 0.00708918 0.00725513 0.00620356 0.00697423 0.00569687 0.0062263 0.0103889 0.00878557 0.011778 0.00650896 0.00673638 0.00794494 0.00618527 0.00556783 0.00774498 0.00553875 0.0059929
threshold=0.085835000000000009 -0.084074999999999997 -0.00027999999999999998 -0.15333499999999997 0.088875000000000023 -0.083144999999999983 -0.060094999999999989 0.085325000000000012 0.085120000000000015 0.091520000000000018 0.005105000000000001 -0.40274499999999996 0.09586500000000002 0.086560000000000012 0.53894500000000012 0.12621500000000005 0.13905500000000001 -0.42985499999999993 0.12675000000000003 0.13474500000000003 0.069705000000000003 0.090325000000000003 0.13206500000000002 0.12811000000000003 0.13881000000000002 0.079995000000000011 -0.089559999999999987 0.15335000000000001 0.077595000000000011 -0.10770999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -3 -9 10 12 -12 13 -2 17 16 -13 -15 20 -20 22 -22 23 25 -25 28 -10 -28 29 -19
right_child=9 4 -4 -5 -6 6 -8 8 26 -11 11 15 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0035951998434025109 0.0030008223576420286 0.003852778748010727 -0.00048922811289372049 -0.0033815440279887799 0.0022493655426799124 -0.0035887035815738298 -8.5096177073842961e-05 -0.0034523349899623383 0.0029964173432073535 -0.0041072574277283289 -0.0041278077437720898 0.0031813407725482692 -0.0041292591234396497 -0.0041258167828272987 -0.0039313339928540927 -0.0041302457550338664 -0.0041279753068272466 -0.0041318975616831894 -0.003819968119428304 0.0012922920045772821 -0.00082850668654706812 0.0038502881266353774 -0.0041314957007421655 0.0036669402552777738 -0.0035779411967341987 0.0029682838071247112 -0.0041266476305502732 0.0041369529445087943 -0.0041279708110970315 7.536702086324097e-05
leaf_weight=0.0043532932403991245 0.014503640228838321 0.011486830133321746 0.062789257885278005 0.037376745897633512 0.022578540128961322 0.018856179232528802 0.058210843417839442 0.008965050217639714 0.015331035402056159 0.0051278846850593132 0.0035345761680218848 0.036285992648629417 0.0065662210504342502 0.0051748210823348009 0.007604436694236937 0.0023775118752382687 0.0023654524120502165 0.0060218728841334715 0.015592052802674061 0.011941016162381857 0.014054331171792001 0.026243158409329226 0.0060108272639354246 0.016340840482769181 0.0030566334617105886 0.010729919022651302 0.0054106509527400704 0.0029987660236656666 0.0060873096481373059 0.13216886655603588
leaf_count=26 36 15 369 744 90 627 195 28 39 62 9 352 24 161 8 2 4 25 39 20 37 62 15 118 7 61 66 1 15 653
internal_value=0 -0.000458903 -0.00135342 -0.00265373 0.000191094 -0.000192157 -0.000942332 0.00111607 0.000154889 0.00026097 0.000329543 0.00182355 9.35298e-05 0.000194164 3.82151e-05 0.00233625 0.00273401 0.00015733 0.000246614 -0.00160279 0.000477319 0.00221849 8.84141e-05 0.000233852 0.0025253 -5.28965e-05 0.00151708 -0.00117988 -0.000277581 -0.000107971
internal_weight=0 0.248357 0.104519 0.04173 0.143838 0.121259 0.077067 0.0441923 0.0327055 0.331787 0.326659 0.0445635 0.282096 0.27553 0.261026 0.041029 0.0386514 0.253422 0.248247 0.0275331 0.220714 0.0402975 0.180416 0.174405 0.0193975 0.155008 0.0237405 0.00840942 0.144278 0.138191
internal_count=3910 2200 1139 770 1061 971 822 149 134 1710 1648 367 1281 1257 1221 358 356 1213 1052 59 993 99 894 879 125 754 106 67 693 678
is_linear=0
shrinkage=0.00412451


Tree=784
num_leaves=31
num_cat=0
split_feature=401 158 1 51 0 15 42 47 151 151 15 3 3 49 9 13 13 12 484 129 1446 52 1213 151 151 15 122 130 124 12
split_gain=0.00392934 0.00399922 0.00432451 0.00693628 0.00758976 0.00718653 0.00772118 0.0063334 0.00694119 0.00999218 0.00857562 0.0080591 0.00776654 0.0065262 0.00576324 0.00596813 0.00723344 0.00715488 0.0076189 0.00598168 0.00556504 0.00574966 0.00544625 0.00543721 0.00690499 0.00525529 0.00469909 0.00489468 0.00503554 0.00527396
threshold=0.10711000000000001 0.11136500000000001 0.094385000000000011 0.08955500000000001 -0.23029999999999998 -0.0063699999999999989 -1.0000000180025095e-35 0.09550500000000002 -0.029339999999999995 -0.083919999999999981 -0.092669999999999988 -0.078494999999999995 -0.080884999999999985 0.12114500000000002 0.081505000000000008 -0.5337599999999999 -0.45122499999999993 0.10129000000000001 0.088465000000000016 0.093990000000000004 0.091520000000000018 -0.42985499999999993 0.041025000000000006 -0.40391999999999995 -0.093064999999999981 -0.10312999999999999 0.10299000000000001 -0.24153999999999998 -0.50873999999999986 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 -8 12 13 -10 15 -7 -17 18 19 22 21 -4 -18 -23 -25 -9 27 -26 -29 -30
right_child=-2 -3 20 -5 5 14 7 25 11 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 23 -24 24 26 -27 -28 28 29 -31
leaf_value=0.0018946525274691935 -0.0036682271076514399 -0.0030424736296255769 -0.0037368378778055949 -0.002160795346771422 -0.0037372057236477719 -0.0032278389003339955 0.00095660303927724789 -0.0024506628911912451 -0.0032894518822605551 0.0023852230015003043 -0.0036892011612759505 -0.0037405254059171833 0.0028486591039053881 0.0036574043618797865 -0.0037366060566105912 0.0037402812838491901 0.00092881179204301178 -0.0024511642052779986 -0.0033866912418998611 -0.0037381331010692799 -0.0037149851241311538 -0.0027077189927051052 -0.0037367752059813781 0.0036720459181185773 -0.0032210369659725862 0.0027193635742423757 -0.0031418889572921182 -0.0036915882905284338 0.0027026125702803395 0.0006159041086944854
leaf_weight=0.024681459598923539 0.0041363489176067239 0.0060178439150391219 0.0043230895102936975 0.024418243499990666 0.01292680124730694 0.0064324769482482216 0.01037073050156323 0.0035660622912843118 0.010958993068975076 0.015406557961199496 0.011915605545715025 0.021343707895905339 0.0066762557009667481 0.0022798473128204941 0.0050682568253250784 0.0087779791792854667 0.13347032286382365 0.012544386416720954 0.0067610434290159551 0.0041640653518655304 0.0044093176893795763 0.0066400993050592652 0.003585424710880857 0.010531487278058194 0.0044289219908932856 0.011899765888358615 0.0046586853659391627 0.0034840057969631735 0.018981717208646387 0.15432327048377203
leaf_count=36 168 158 141 247 273 10 23 53 190 40 152 122 51 2 40 8 756 101 55 68 33 30 180 52 8 45 11 10 301 546
internal_value=0 -1.36679e-05 1.95305e-05 -0.0002432 -9.35204e-05 -0.000263818 -0.00102948 -0.000658763 -0.00108699 7.18884e-05 -0.00152732 -0.0021457 -0.000436472 -0.00209314 0.00019076 0.000304026 0.000438215 0.000257649 0.000487276 0.000672746 0.000437914 0.000526216 0.000806758 0.000616981 0.000729381 0.00152728 0.000562654 0.000657889 0.000755064 0.000844457
internal_weight=0 0.555046 0.549029 0.337248 0.31283 0.288148 0.107344 0.0944175 0.0789517 0.0376929 0.0222863 0.0412588 0.0199151 0.0132388 0.180804 0.175736 0.169303 0.160525 0.147981 0.14122 0.211781 0.207371 0.137056 0.203048 0.196408 0.0154658 0.185877 0.181218 0.176789 0.173305
internal_count=3910 3742 3584 2452 2205 2169 951 678 580 215 175 365 243 192 1218 1178 1168 1160 1059 1004 1132 1099 936 958 928 98 876 865 857 847
is_linear=0
shrinkage=0.0037357


Tree=785
num_leaves=31
num_cat=0
split_feature=1 0 0 4 43 52 51 159 42 2 133 16 16 48 457 148 9 160 124 13 2 3 12 3 49 48 4 1212 1186 43
split_gain=0.0165588 0.0123913 0.0113138 0.0122152 0.0211416 0.0173826 0.01149 0.0112464 0.011037 0.00920706 0.0106829 0.0121491 0.0132812 0.0130296 0.0118441 0.0135571 0.0120741 0.0149198 0.0146691 0.0155231 0.0103952 0.0129941 0.00869864 0.00861374 0.0191095 0.0227747 0.0120562 0.00959367 0.00991497 0.0231872
threshold=0.10113500000000002 1.0000000180025095e-35 -0.070894999999999986 -0.49837999999999999 -0.46376499999999993 0.11401500000000002 -0.24460499999999999 0.092630000000000018 0.091955000000000023 0.14808000000000002 -0.26719999999999994 0.050115000000000007 -0.0078249999999999986 0.12862000000000004 0.085720000000000005 -0.07990499999999999 0.091655000000000014 -1.0000000180025095e-35 -0.50873999999999986 -0.077154999999999987 0.10113500000000002 -0.10315499999999998 0.094045000000000004 0.084925000000000014 -0.085974999999999982 0.084500000000000006 0.39574000000000004 -0.5172699999999999 0.085080000000000003 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 23 4 -4 6 -5 8 -8 10 -2 12 13 14 15 -12 17 -17 -19 -20 21 -21 -10 26 -25 -26 27 -1 -29 -30
right_child=1 -3 3 5 -6 -7 7 -9 22 -11 11 -13 -14 -15 -16 16 -18 18 19 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00090940020213710652 -0.0012835883414167159 0.00098447956445595649 0.00082821104518423507 -0.0013468376714927445 -0.0010839707009118612 -0.00095607688886726998 0.00088346538851501622 -0.00039798739095072008 0.00047532321121104159 0.0008295204268747732 -0.0013214067991678628 -0.0005247608666426669 0.00096366256647532683 -0.00081696100366228277 0.0013489522366724206 -0.00074662074233122853 -0.0010022696234973309 -0.0012072527800895188 0.0013095869417858489 0.00066183910414928545 0.00080981993790096038 -0.0011145773373380241 -0.0013492899307517036 -0.0013491474164725322 0.0008817643582573533 -0.00038739214732201783 0.0013470747753248663 -0.00073666323774049041 -0.0013474416243072539 0.0011417363440438899
leaf_weight=0.0070832876012900661 0.014604679765739093 0.019922062289538189 0.013603439001599327 0.0072714089918122218 0.045538486593216021 0.024279340929822979 0.067857845406365414 0.02496233161997452 0.011715345926177179 0.018029853965799703 0.012972329393960536 0.089761511057531607 0.026097129285062692 0.033945769901038148 0.012671527696511475 0.02205064061217854 0.015514537202761858 0.0086032668768893927 0.036811130584396778 0.013117621885612607 0.026078241002323921 0.017293947200187176 0.0079420910514897969 0.023206592697533779 0.036105171979386341 0.088148725946666673 0.0056049385029837131 0.33367478312011656 0.011664730259269618 0.016187131894184859
leaf_count=33 27 200 9 81 108 72 125 36 33 123 7 180 56 42 44 68 22 10 97 3 56 52 73 24 52 45 15 2156 50 11
internal_value=0 -4.78397e-05 -0.000398575 -0.000129125 -0.000644143 8.23548e-05 0.000292899 0.000398904 0.000626204 -0.000107013 -0.000158256 -0.000106067 6.08505e-05 -5.75104e-05 9.86256e-05 -5.30621e-06 0.000117107 0.000257211 0.000474426 0.000629494 0.000186317 -0.000348344 -0.000261866 -0.000503515 -0.000228 -1.8606e-05 -0.000612082 -0.000641872 -0.000672266 9.92355e-05
internal_weight=0 0.367474 0.724846 0.20317 0.0591419 0.144028 0.119749 0.112478 0.0875153 0.347552 0.329522 0.314918 0.225156 0.199059 0.165113 0.152442 0.139469 0.123955 0.101904 0.0933009 0.0564898 0.0304116 0.0196574 0.521675 0.14746 0.124254 0.374215 0.36861 0.361527 0.0278519
internal_count=3910 987 2923 537 117 420 348 267 231 787 664 637 457 401 359 315 308 286 218 208 111 55 106 2386 121 97 2265 2250 2217 61
is_linear=0
shrinkage=0.00134594


Tree=786
num_leaves=31
num_cat=0
split_feature=1426 4 481 133 13 1 14 0 52 11 13 15 1 0 124 16 484 3 1186 1186 130 51 1213 12 43 131 4 3 42 455
split_gain=0.00391778 0.00536336 0.00431394 0.00437351 0.00426558 0.00420379 0.00515498 0.00494761 0.00543701 0.00564394 0.00708326 0.00635698 0.0105058 0.00922621 0.00613107 0.00579855 0.00458596 0.00454589 0.00421378 0.00436851 0.00657692 0.00509222 0.00518404 0.00544896 0.00809465 0.00764009 0.00712189 0.00650594 0.00575335 0.00647093
threshold=-1.0000000180025095e-35 0.51060500000000009 1.0000000180025095e-35 -0.26719999999999994 -0.45122499999999993 0.10420500000000001 0.077685000000000018 1.0000000180025095e-35 0.18936500000000003 0.088315000000000018 -0.079119999999999982 0.035895000000000003 0.11215000000000001 -0.22851499999999997 -0.25305999999999995 -0.088734999999999994 -0.0043499999999999988 0.10223 0.091570000000000026 0.085080000000000003 -1.0000000180025095e-35 -0.10748999999999999 0.045210000000000007 0.10214500000000001 -0.17307499999999998 0.092255000000000018 -0.51381999999999983 -0.16059999999999997 0.092145000000000019 0.081825000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 16 8 9 10 14 12 15 -14 -7 -12 17 -5 19 20 -18 -22 23 24 -23 26 -26 -28 -29 -30
right_child=1 -3 -4 5 -6 7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 18 -19 -20 -21 21 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0031336935941662421 0.0031303149721215889 0.0023622306714819294 -0.0031275612480806208 -0.0031277333200294814 -0.0026556372993125593 -0.0021037583693521572 -0.0031272051102662251 0.0028908789473744974 -0.0016472353630636195 -0.001412233086660071 -1.0799420797810192e-05 -0.001502219633345056 -0.0030489628571678576 0.00043731159610294567 0.0025458769699413073 0.0030344263340057773 -0.0022746651868257523 0.0018892116547175831 -0.0031275742297698643 0.0016352724791942204 -0.0022284441619838599 0.0019526124540505448 -0.0023410644319281446 -0.0015632483612205725 -0.0031005317771864273 -0.003099183834389764 0.0028719090158784324 0.00026738160964062349 -0.0028402514885331248 0.0029228856197421834
leaf_weight=0.0039825694922086532 0.0014201320009306082 0.0090650506769236472 0.0044492881906208473 0.0087776085890727273 0.01009532413335279 0.0031005365599412462 0.005698664704766542 0.007637121840900817 0.012667098329529836 0.013616590371384518 0.0086966916348956147 0.016070157776312044 0.0092999542130201007 0.036637711601599676 0.026072930335146793 0.020539002954819807 0.013093718108599717 0.002208818569329197 0.0043430616158701687 0.014745921322003142 0.0098287581473215369 0.024398254945481312 0.0085589292040708642 0.017547465140062002 0.0063760173543414558 0.0072309883681427314 0.0088830195156219816 0.21947837189480168 0.011042417930738679 0.0023002000716587654
leaf_count=79 1 182 99 433 229 7 95 113 53 27 41 44 16 134 158 48 216 13 39 33 157 52 190 148 14 146 40 906 187 10
internal_value=0 -2.20286e-05 -6.24416e-05 -3.6728e-05 -0.00194209 5.56e-06 -0.000177524 0.000437964 0.000310267 0.000495264 0.000710961 0.000282279 0.00066376 -0.000268475 0.00205172 0.00212857 -0.000130677 -0.00211908 -6.78715e-05 -2.91842e-05 -0.000103845 -1.37942e-05 5.73835e-05 0.000126442 0.000232444 6.806e-05 0.000160378 0.000246399 0.000146226 -0.00184672
internal_weight=0 0.54388 0.534815 0.530365 0.0115155 0.51885 0.364512 0.154338 0.146701 0.134034 0.120417 0.0912435 0.0751734 0.0459377 0.0291735 0.0292357 0.358814 0.0109864 0.347827 0.343484 0.328738 0.315644 0.305816 0.297257 0.279709 0.255311 0.24808 0.241704 0.232821 0.0133426
internal_count=3910 3831 3649 3550 230 3320 2679 641 528 475 448 283 239 150 165 89 2584 446 2138 2099 2066 1850 1693 1503 1355 1303 1157 1143 1103 197
is_linear=0
shrinkage=0.00312586


Tree=787
num_leaves=31
num_cat=0
split_feature=2 52 403 123 130 159 0 41 1375 457 123 3 15 47 39 160 42 52 0 3 0 47 3 3 394 49 4 52 3 15
split_gain=0.0107982 0.0152167 0.0135802 0.0114878 0.0146847 0.0104504 0.0136271 0.0140923 0.0125244 0.013008 0.0109309 0.0165225 0.0120687 0.0166647 0.0127263 0.0122641 0.0132325 0.0161823 0.0137194 0.0135909 0.0158381 0.0144627 0.0134215 0.0136509 0.011489 0.00972548 0.01026 0.0209614 0.0134679 0.0133381
threshold=0.089710000000000012 0.18936500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.10276500000000001 1.0000000180025095e-35 0.080510000000000012 -1.0000000180025095e-35 0.68051500000000009 0.084995000000000015 0.084925000000000014 -0.11739999999999999 0.10783500000000001 0.005105000000000001 -0.082969999999999988 0.083815000000000014 -0.089799999999999977 -0.11077499999999998 -0.14539499999999997 -0.07773999999999999 0.09550500000000002 -0.083144999999999983 -0.078884999999999997 -0.082514999999999991 0.27772500000000006 -0.49837999999999999 0.10599500000000002 -0.097604999999999983 0.10043500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 25 6 7 8 9 -4 11 12 -10 14 15 -14 19 18 -18 -17 21 24 -19 -24 -21 26 27 -2 29 -28
right_child=1 -3 5 -5 -6 -7 -8 -9 10 -11 -12 -13 13 -15 -16 16 17 22 -20 20 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0011456366183055303 -0.0014100635401041164 -0.00087779904214953925 -0.0013885591188539134 0.00083223544023961675 -0.001328776202440727 -0.0011479647986470691 0.0010357978048213651 -0.001387500573131611 -0.0012837088503388329 0.00024034202411720915 -0.0012192885139488353 0.00083785170613662609 -0.0013426949078523549 0.00094591056535362318 0.0014255519270431301 0.00093355499540545344 0.0014345804757616434 0.0011645109194903145 -0.0014304167313757942 0.00031359606690263569 0.001052721828552515 0.00069321732568753715 -0.0014294270311298232 0.00061565614643947037 -0.0011748265030885338 -0.0011515646204225739 0.00094512911123496661 0.0007340518745067964 0.00010045019226133286 -0.00067407747712717526
leaf_weight=0.028579207419682007 0.022983828208964496 0.03085815531180458 0.028059129933438953 0.046499016442567154 0.014450600457706742 0.019704285587607728 0.021078344932902837 0.01772595940269639 0.015857111076471142 0.015541550485068001 0.014307643254028335 0.047337523817986948 0.017740993597783472 0.033247610687794804 0.010240674933811533 0.01365546168739229 0.0043414575047790996 0.040733563916006688 0.015891620973860654 0.01233467972954827 0.01094972406974648 0.012278557841341353 0.010277817657112109 0.018910224884393756 0.074369170788230576 0.011751659597507569 0.076206988728216629 0.015626308158971369 0.35166130786822691 0.012015025641630928
leaf_count=663 106 240 95 195 217 164 101 39 85 5 49 62 196 58 27 24 1 46 87 36 30 6 98 79 169 33 165 5 815 14
internal_value=0 9.82542e-05 -0.00019061 0.000152898 9.03084e-05 -0.000130568 -8.44703e-05 -0.000141535 -8.57729e-05 -0.000807934 3.55771e-06 5.52957e-05 -7.20791e-05 -2.20665e-06 -0.000132614 -0.000201547 -0.000106829 0.000309269 -0.000815668 -0.000410364 -0.000577302 -0.00075762 0.000634789 -0.000104467 -0.00096308 0.000132138 0.000163665 -0.000542296 0.00022563 0.000724608
internal_weight=0 0.582053 0.483162 0.551195 0.504696 0.454583 0.434879 0.4138 0.396075 0.0436007 0.352474 0.338166 0.290829 0.274972 0.241724 0.231483 0.213742 0.0901547 0.0202331 0.123588 0.109932 0.0989824 0.0699216 0.029188 0.0867039 0.490245 0.478493 0.0386101 0.439883 0.088222
internal_count=3910 1790 2120 1550 1355 1457 1293 1192 1153 100 1053 1004 942 857 799 772 576 311 88 265 241 211 223 177 205 1138 1105 111 994 179
is_linear=0
shrinkage=0.00142833


Tree=788
num_leaves=31
num_cat=0
split_feature=455 1213 475 151 1455 1365 42 475 160 1373 133 123 133 43 457 474 15 403 33 158 151 1373 1375 49 150 52 0 49 159 0
split_gain=0.00373537 0.00374822 0.0041883 0.00386792 0.00378271 0.00382006 0.00395786 0.00500373 0.00546602 0.00645753 0.00670413 0.0068416 0.00605168 0.00591704 0.00798812 0.00586074 0.00568339 0.00702203 0.00493376 0.00544757 0.00635617 0.00950712 0.00795325 0.00966234 0.00689927 0.00647294 0.0170045 0.00655274 0.00514086 0.00507952
threshold=0.10340500000000001 -1.0000000180025095e-35 -0.086004999999999984 -0.082489999999999994 -0.073559999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084444999999999978 -0.10117499999999999 0.099250000000000019 -0.26719999999999994 1.0000000180025095e-35 0.093845000000000026 0.10440000000000002 0.097740000000000007 -1.0000000180025095e-35 -0.11399999999999998 0.092300000000000007 -0.007134999999999999 0.091215000000000018 0.056555000000000001 -1.0000000180025095e-35 -0.080214999999999995 -0.14917999999999998 -0.14537999999999998 -0.089799999999999977 -0.070894999999999986 -0.059914999999999989 0.087945000000000009 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 -8 16 10 -10 12 15 14 -14 -12 -9 -18 -17 20 24 -22 -23 -24 -20 26 -26 -27 29 -29
right_child=-2 4 3 -5 5 -7 7 8 9 -11 11 -13 13 -15 -16 18 17 -19 19 -21 21 22 23 -25 25 27 -28 28 -30 -31
leaf_value=0.0042927896000186068 -0.0036807037234565083 -0.0042928307806849126 0.00403361692569298 -0.0042922688891879257 -0.00077896816206886072 -0.0025468163094210777 -0.0024191438515260609 0.002103397074320161 -0.0032472613632645417 -0.0038535181214696726 -0.0043002980912724802 0.0039396236475134853 -0.003771032518790257 0.0012197161694428888 0.0042102224858265019 -0.0026263445847689022 -0.0033085283088550009 0.0042039705533943065 -0.0042050910417086619 -0.0018593012195827197 -0.0033565039533711943 0.0042999528583956854 0.0042288205398417437 -0.0017745301861795191 -0.0029835450732915861 0.0030269657081931464 0.0028688850240455449 0.00012418888094497646 0.0038337717957121695 0.0016944435078033624
leaf_weight=0.0015036239637993285 0.0051907629649576839 0.0036982447849780433 0.0011556765009572709 0.009260478369096603 0.077347673343471257 0.010128978930680432 0.012325827358141694 0.0064899761591163943 0.0083307049013825463 0.0062033858523591326 0.0042410754714836676 0.011255961665284531 0.017032728631249938 0.011176611848071616 0.0026712710032370515 0.0076614257839082702 0.020074243636273081 0.0025862420789053422 0.0042002030859293873 0.013029722491658902 0.014450329169449105 0.0088365386211535224 0.0064349598651460829 0.021203645682646766 0.020092988091306552 0.047768155819426283 0.016773612560427864 0.067451178605949735 0.012835907034201455 0.086684494429407621
leaf_count=4 31 123 7 581 789 73 246 83 54 24 46 227 292 18 4 28 249 4 17 92 10 15 10 66 115 93 109 140 59 301
internal_value=0 -2.28276e-05 -0.00240207 -0.00336851 3.16078e-05 6.25244e-05 0.000114638 0.000275449 0.000355004 0.000489531 0.000560034 0.000644885 0.000542593 -0.00127433 -0.00268901 0.000711763 -0.00143712 -0.00245113 0.000776684 0.00085822 0.000973658 -0.000410798 0.000756199 -0.0003768 0.00124927 0.00134033 -0.000320799 0.00162551 0.00122457 0.00100729
internal_weight=0 0.532906 0.0119198 0.0104162 0.520986 0.517288 0.507159 0.429811 0.417485 0.388335 0.382132 0.373801 0.362545 0.0308806 0.019704 0.331664 0.0291505 0.0226605 0.327423 0.319762 0.306732 0.0509255 0.0364751 0.0276386 0.255807 0.251606 0.0368666 0.21474 0.166972 0.154136
internal_count=3910 3879 592 588 3287 3164 3091 2302 2056 1720 1696 1642 1415 314 296 1101 336 253 1055 1027 935 101 91 76 834 817 224 593 500 441
is_linear=0
shrinkage=0.00429114


Tree=789
num_leaves=31
num_cat=0
split_feature=2 1213 484 150 133 52 133 151 15 11 48 14 52 52 13 403 39 48 4 132 457 16 159 133 130 42 15 0 49 43
split_gain=0.0132586 0.0101979 0.0109024 0.013678 0.0109375 0.0122039 0.0165275 0.0147771 0.0126451 0.0156797 0.0150975 0.0131385 0.0121206 0.014147 0.0186585 0.0138303 0.0167653 0.0209775 0.0169896 0.0159606 0.0223844 0.0173455 0.0149633 0.0147337 0.016352 0.0159512 0.0234418 0.0160967 0.0166212 0.0136289
threshold=0.16971500000000003 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -0.26719999999999994 0.16064500000000001 -0.031394999999999992 -0.101755 -0.26361999999999991 0.087830000000000005 -1.0000000180025095e-35 -0.46879999999999994 0.14114500000000005 0.11401500000000002 -0.090744999999999978 -0.084084999999999979 0.005105000000000001 0.12675000000000003 -0.0058549999999999991 0.080815000000000012 0.082870000000000013 -0.094359999999999986 0.09141500000000001 0.084285000000000013 0.15335000000000001 0.08401500000000002 -0.064869999999999983 -0.10071499999999999 -0.010424999999999999 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 8 -7 -8 11 12 -11 -6 13 14 -10 -16 17 19 -18 20 22 -22 23 25 -25 27 -27 28 -17 -29
right_child=-2 2 4 -5 5 6 7 -9 9 10 -12 -13 -14 -15 15 16 18 -19 -20 -21 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.00078545054192834273 0.0010693002365139799 -0.00080256996206173512 -0.00082247229526328115 0.00077680153794193723 -0.00026072496938091033 0.0011504707612686837 0.00089700927467590511 -0.0009761128669280864 0.00043587384493498497 0.00079365506087535932 -0.0011990187234742714 0.001124971194454888 0.0010961287154764624 -0.0010435946445532802 -0.0012439914105465365 -0.00065005748472094622 0.0012228718891893425 -0.0012486213885449615 -5.6543045452888365e-05 0.00067380038374254653 -0.00013931158833121831 0.00080892634742372397 -0.0012457732331411871 -0.0010739638659694956 0.00089682708162141058 -0.001247397528374283 0.0006313624930574872 -0.0010601125928661819 0.00025907795331357681 2.8773026548871053e-05
leaf_weight=0.02874858555939841 0.016472525387712378 0.051556438657648473 0.024682658325559381 0.010146832732061739 0.015706204200682805 0.0082101277905621828 0.007476060767658054 0.050494571178219871 0.1602227232363016 0.0074098266195505849 0.028450671647590298 0.032410358461901989 0.016851338952619699 0.018522647104759926 0.01436444658278857 0.044037916262823273 0.032573168138128494 0.022707029074808815 0.031631246376946365 0.045807258929016825 0.054794464916994912 0.065457840306407888 0.02146859930167011 0.044884189303303401 0.0076135732233524314 0.01188695583914523 0.075408849772657049 0.053531568449161071 0.10577264340008652 0.026605618443227286
leaf_count=592 96 561 192 23 43 20 12 305 222 7 91 184 14 49 333 33 96 31 59 70 46 91 86 223 2 40 85 209 56 39
internal_value=0 -5.44415e-05 -3.51734e-05 -0.000542849 -4.73042e-06 1.53672e-05 -0.000500701 -0.00073455 5.17739e-05 1.82071e-05 -0.000787274 0.000672652 5.20246e-05 3.10109e-05 5.53213e-05 -3.72664e-05 -1.03579e-05 -7.71008e-05 0.000592549 -2.93649e-05 -9.23413e-05 0.00037685 -0.000236564 -0.000177965 -0.000788147 -7.6992e-05 0.000375534 -0.000248786 -8.1691e-06 -0.000698602
internal_weight=0 1.11943 1.09069 0.0617033 1.02898 1.0043 0.0661808 0.0579706 0.938119 0.890003 0.0358605 0.0481166 0.854142 0.837291 0.818768 0.658545 0.644181 0.579977 0.0642044 0.557269 0.511462 0.120252 0.39121 0.369741 0.0524978 0.317244 0.0872958 0.229948 0.149811 0.0801372
internal_count=3910 3814 3222 584 2638 2446 337 317 2109 1882 98 227 1784 1770 1721 1499 1166 1011 155 980 910 137 773 687 225 462 125 337 89 248
is_linear=0
shrinkage=0.00124344


Tree=790
num_leaves=31
num_cat=0
split_feature=2 147 457 456 1213 475 4 483 11 48 48 147 52 133 15 52 52 13 133 1 4 13 49 2 15 12 132 50 159 133
split_gain=0.00371935 0.00428007 0.0040531 0.00416706 0.00414419 0.00428061 0.00412706 0.00513079 0.00439791 0.00746369 0.00491676 0.00634597 0.00494123 0.00791801 0.00744952 0.00638072 0.00742397 0.00682269 0.00654569 0.00655735 0.00708729 0.00587079 0.00553185 0.00609735 0.00565602 0.00493494 0.00488609 0.00632196 0.00688907 0.00549645
threshold=0.16971500000000003 -1.0000000180025095e-35 -0.14941999999999997 -0.030409999999999996 -1.0000000180025095e-35 -0.086004999999999984 0.51224500000000017 0.086245000000000002 0.088160000000000002 -1.0000000180025095e-35 -0.09386499999999999 0.088565000000000019 0.16064500000000001 -0.031394999999999992 -0.09547499999999999 0.13709500000000002 0.11588000000000002 -0.083514999999999992 -0.26719999999999994 0.10498500000000001 -0.083329999999999987 -0.077944999999999987 -0.088329999999999978 0.091525000000000009 -0.089964999999999976 0.088375000000000023 0.080815000000000012 0.086465000000000014 0.09141500000000001 -0.10870499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 10 -10 -6 12 15 -14 -15 16 17 18 -12 20 -20 -19 -22 24 -24 -26 27 28 29 -23
right_child=-2 2 3 4 6 -7 -8 -9 9 -11 11 -13 13 14 -16 -17 -18 21 19 -21 22 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.002639680844703526 0.0021530269398297845 0.0016892898128163813 -0.0021557084461585837 0.0028888376402523568 -0.0019632273880879083 -0.0025596603911010375 0.0028886720741132131 -0.0017254684019359506 0.002241583452354408 -0.0021721699914651169 -0.0028895451260091752 0.0024197530386792748 0.0024018604693555024 0.0010038243809310531 -0.0026419679678304346 0.002327037811857596 -0.0024826013344655907 -0.0025341156144615619 0.0019177944466959565 0.0024557082063637764 -0.0021314422917512971 -0.0028889690162409399 -0.0027965458796978043 0.0016676375281565719 0.00088784294207224477 -0.0028902861163618331 0.0012630291968951947 -0.002376356153470678 -0.0018146758941019353 0.0001782869357222529
leaf_weight=0.0053253226494405217 0.006387820663007914 0.011093031752579918 0.0079038931975361493 0.0013857816229574391 0.009578797307710829 0.0090929183139607517 0.0040799147990497877 0.014406956709414942 0.0039850096763984757 0.016117311799703771 0.0038541386272683545 0.0098517344577544463 0.0046184019570887349 0.0062611779775352252 0.018437275282199295 0.011014174598585669 0.009078860803285238 0.0078605665882562903 0.023100698001798037 0.019284209296330346 0.0084926568833978422 0.0049850414929011313 0.0065869857951383884 0.018889165688179332 0.01761469604630328 0.0034474109324946758 0.023256141536119657 0.0099521832111335584 0.016706449128236045 0.21514064812516409
leaf_count=31 96 50 66 4 47 587 137 298 8 116 36 108 44 38 274 23 49 108 59 82 29 125 68 51 171 21 138 162 139 745
internal_value=0 -6.39986e-05 -3.74205e-05 -7.53513e-05 -4.22723e-05 -0.00183911 -3.57826e-06 -2.80334e-05 2.42079e-05 -0.0012972 8.34997e-05 0.000128216 7.5541e-05 -0.00106876 -0.00171774 0.000159564 9.80756e-05 0.000159867 0.000801571 0.000947605 0.00057538 -7.39759e-05 1.18651e-05 0.000402992 -0.000460982 0.000269445 -2.36409e-06 -0.000121611 -2.68614e-05 0.000108825
internal_weight=0 0.521402 0.516076 0.504983 0.497079 0.0104787 0.486601 0.482521 0.468114 0.0201023 0.448011 0.438433 0.428581 0.0293169 0.0246985 0.399264 0.38825 0.379171 0.10127 0.0974158 0.0781316 0.277901 0.0550309 0.0465383 0.0276491 0.0210621 0.27004 0.246784 0.236832 0.220126
internal_count=3910 3814 3783 3733 3667 591 3076 2939 2641 124 2517 2470 2362 356 312 2006 1983 1934 517 481 399 1417 340 311 260 192 1309 1171 1009 870
is_linear=0
shrinkage=0.00288781


Tree=791
num_leaves=31
num_cat=0
split_feature=0 155 1 47 0 47 51 51 42 151 15 128 42 49 14 151 151 1374 1 0 457 4 475 4 50 11 159 4 1 12
split_gain=0.00373401 0.00373867 0.00380079 0.00586217 0.00481529 0.00589412 0.00502224 0.00468169 0.00546682 0.00468042 0.0111074 0.00668741 0.00554178 0.00621761 0.00508615 0.00509019 0.00816554 0.0111358 0.00741943 0.00734476 0.00609558 0.00581846 0.00620708 0.00571385 0.0080389 0.008011 0.00730447 0.00722789 0.00519937 0.00512853
threshold=-0.26606499999999994 0.10222000000000002 0.11561500000000001 0.10887000000000001 -0.017269999999999997 0.13283000000000003 -0.42891999999999991 0.11583000000000002 -0.11145999999999999 0.087190000000000017 0.10043500000000001 0.086435000000000012 0.084855000000000014 -0.47013499999999991 0.077685000000000018 0.056555000000000001 0.015440000000000001 -0.094679999999999986 1.0000000180025095e-35 -0.084074999999999997 0.041935000000000007 0.0021050000000000005 -0.083684999999999982 -1.0000000180025095e-35 0.10119500000000002 0.08184000000000001 0.094195000000000015 0.022820000000000003 0.092550000000000007 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -4 8 -8 10 11 14 -11 -14 15 16 17 -2 19 21 23 22 -19 24 25 26 -20 -25 -29 -23
right_child=1 -3 4 -5 -6 -7 7 -9 -10 12 -12 -13 13 -15 -16 -17 -18 18 20 -21 -22 29 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0030296541344319778 -0.0037433820362786185 -0.0031755928716247469 -0.0037371667539970177 -0.0025003803022848265 0.0035651837286775892 -0.0013966442449232697 -0.0024838856041518352 -0.00087259784992461747 0.0024041710799509578 0.003110396517857533 -0.0032536961918632539 -0.0034901783266013862 0.003073128388228665 -0.0027265065682092102 -0.0033090811623592929 -0.0014357073730450597 0.0037200946223349936 0.0016911128514597328 0.002217564818771901 0.00025187569741208358 0.0025116730869764385 -0.0037369742656502432 -0.0037400581691183167 -0.0036714216788943351 -0.0037369500119470841 -0.0037371854251097205 -0.0029871438433312606 0.0020515873895899091 -0.00061946403592736375 0.00024348110599366622
leaf_weight=0.0054508165330844341 0.010191476231796059 0.0053828517864644701 0.0028731042152685396 0.014725603067233806 0.0074765286094873309 0.018509420844111446 0.0035178311773051965 0.010422515747563921 0.034584991415414379 0.013300571318637822 0.015949171716577837 0.0078066880081344428 0.0042052922890434274 0.0066733303364685526 0.0063504928262787521 0.029002062876372747 0.0089317130467065908 0.0034709158940611209 0.056537314183088938 0.10056915234128994 0.024726648951144625 0.005435575726309593 0.019075824628759008 0.0080305979747663514 0.0042943551237328839 0.0037759540825845752 0.0040313625224825947 0.014274724442202569 0.035369818694221067 0.026736209772359132
leaf_count=32 36 179 31 102 104 45 7 48 293 47 318 206 5 46 84 38 12 82 267 686 101 62 512 79 120 20 44 23 103 178
internal_value=0 -7.88679e-05 -4.5586e-05 -0.000184701 0.000715681 0.000410931 0.00106187 0.00134601 0.00195288 -0.000101274 -0.000201511 -6.94484e-05 0.00149296 -0.000484572 4.56559e-06 6.39338e-05 0.000197572 9.81715e-05 0.000225979 -0.0003474 0.00081548 -0.00144883 -0.00290397 0.000483441 0.00121176 0.00154203 0.00187115 -0.000383323 0.000148566 -0.000429036
internal_weight=0 0.506232 0.500849 0.423465 0.0773844 0.0699079 0.0513984 0.0485253 0.0381028 0.408739 0.38456 0.368611 0.0241792 0.0108786 0.360804 0.354454 0.325452 0.31652 0.306328 0.155288 0.151041 0.0547185 0.0225467 0.126314 0.068639 0.0643446 0.0605687 0.0576751 0.0496445 0.0321718
internal_count=3910 3878 3699 3171 528 424 379 348 300 3069 2971 2653 98 51 2447 2363 2325 2313 2277 1520 757 834 594 656 451 331 311 205 126 240
is_linear=0
shrinkage=0.0037357


Tree=792
num_leaves=31
num_cat=0
split_feature=393 101 156 0 1453 401 1 0 4 4 48 16 0 12 15 43 4 42 16 3 1429 1373 3 3 47 4 483 48 44 16
split_gain=0.00352499 0.00352146 0.00353437 0.00382994 0.00344304 0.00340287 0.0034289 0.00703003 0.00575035 0.00835329 0.00562181 0.00522746 0.00781961 0.00552463 0.00904872 0.00550853 0.0111095 0.00669492 0.00530146 0.00713939 0.00493301 0.00487054 0.00466469 0.00500109 0.00453401 0.00608493 0.00725268 0.00638988 0.00627883 0.00831838
threshold=-1.0000000180025095e-35 -0.08175499999999998 -1.0000000180025095e-35 -0.26606499999999994 1.0000000180025095e-35 0.10072000000000002 0.085835000000000009 -0.084794999999999995 -0.15333499999999997 -0.00027999999999999998 0.088875000000000023 -0.083144999999999983 -0.060094999999999989 0.085325000000000012 0.085120000000000015 -0.50329499999999994 -0.51381999999999983 0.079890000000000017 0.15737500000000001 0.10666500000000002 0.084710000000000021 0.09586500000000002 -0.083604999999999985 -0.082304999999999975 0.096175000000000024 -0.17479499999999998 0.075345000000000009 0.12862000000000004 1.0000000180025095e-35 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5 20 11 13 -13 -9 -15 -14 -17 18 -18 -20 -10 24 -11 -24 25 26 -8 28 29 -27
right_child=1 2 3 4 -6 -7 21 10 9 22 -12 12 15 14 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0038115679158844218 -0.0038164915217496552 -0.0038111439235546576 0.003427102180525601 0.0035066867283201561 -0.003815129205199436 -0.0033510258441456536 -0.0030815135485895563 0.0036093277812618701 -0.003598644406410161 -0.0032755950309409946 0.002127356196480247 -0.0032056633901606795 0.0029175507872793789 -0.0031803801508616925 0.0016226278667849021 -0.0038174705487058654 0.0035301452256096648 -0.0029133025481962462 -0.0024970299236195363 0.0026322067625417799 0.0010786276409225832 -0.0031133317610049873 0.0033217214233873266 -0.00047438718383911651 -0.0004604591314784891 0.0027673892661910669 0.0038155606112762423 -0.0014787280465783333 -0.0031787791038844103 0.00075174511238366407
leaf_weight=0.0035807714397542148 0.0035166705379197074 0.0034888894209021961 0.0047928792441780379 0.0036532767172161576 0.0034031515994126229 0.0042799963414452682 0.011178864294322466 0.0092697727850463707 0.025508469005549365 0.0071698696415545262 0.019849914750011521 0.014445877752399028 0.0077932753789582412 0.0080773677376129172 0.01931028969562476 0.011285651470814173 0.010437134755193256 0.0064375881055696018 0.0080003621135062986 0.0077633067703573025 0.003756005953071905 0.005774877266958355 0.0058406977880736113 0.036702865194421015 0.063494488569915575 0.039160909585177706 0.0027602571935858586 0.015088326093433579 0.0048130342820513752 0.12340293852526685
leaf_count=76 6 197 27 17 62 193 125 11 560 72 80 555 11 37 72 26 17 55 43 8 32 26 19 223 240 301 5 34 21 759
internal_value=0 -1.718e-05 1.02585e-05 3.78362e-05 3.89895e-06 3.12458e-05 6.19822e-05 -0.00030787 -0.00116699 -0.00138318 0.000270833 -8.75756e-05 -0.000727089 0.00106669 0.00020609 -3.47644e-05 -0.000558582 0.000568271 0.0014237 2.90215e-05 -0.00299833 0.000347789 -0.000432394 4.67709e-05 0.000424694 0.00071085 -0.00171574 0.000896225 0.00111032 0.0012373
internal_weight=0 0.490457 0.48694 0.483451 0.478659 0.475255 0.470975 0.205302 0.0826312 0.0789779 0.122671 0.102821 0.0661632 0.0366574 0.0273877 0.0517173 0.043924 0.0326384 0.0262008 0.0157637 0.0292645 0.265674 0.0497134 0.0425436 0.259899 0.196404 0.0139391 0.182465 0.167377 0.162564
internal_count=3910 3834 3828 3631 3604 3542 3349 1838 923 906 915 835 715 120 109 160 149 123 68 51 592 1511 314 242 1485 1245 130 1115 1081 1060
is_linear=0
shrinkage=0.00381041


Tree=793
num_leaves=31
num_cat=0
split_feature=31 2 1374 3 0 123 2 2 1447 1365 4 52 3 13 12 43 16 133 48 51 1 48 14 13 2 48 15 1 15 48
split_gain=0.00339085 0.0035023 0.00771392 0.00708947 0.00669015 0.00550682 0.00521317 0.00597509 0.00609045 0.00490235 0.00479328 0.0108274 0.00498472 0.00557429 0.00544997 0.0070362 0.00462123 0.00439329 0.00436313 0.00751583 0.00716643 0.00974106 0.0065376 0.0054879 0.00505663 0.00572563 0.00488058 0.00882836 0.00782851 0.00980741
threshold=-1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.084925000000000014 -0.12329499999999999 0.086020000000000013 0.087005000000000013 0.087995000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49837999999999999 0.10599500000000002 -0.16059999999999997 0.17936000000000002 0.11472500000000001 -0.15648499999999999 0.51797000000000015 -0.081204999999999986 0.12649500000000002 0.13669500000000004 0.10420500000000001 -0.086624999999999994 -0.46879999999999994 -0.42334499999999992 0.10705000000000002 -1.0000000180025095e-35 -0.008624999999999999 0.094385000000000011 -0.091024999999999981 0.099240000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 16 -5 6 -3 -8 -9 10 11 -10 -12 14 15 -14 -4 -7 20 -20 24 -22 -23 -24 26 -26 27 28 -17 -30
right_child=1 5 3 4 -6 17 7 8 9 -11 12 -13 13 -15 -16 18 -18 -19 19 -21 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0024690027838625327 -0.0027245395311331858 0.0015876999908553497 -0.00058340868095109 0.0022233031658060211 -0.00086764263728359055 -0.0017999048950782114 -0.002723033282982784 -0.0023115252289205709 -0.0026958573188463012 -0.0020788128014970035 0.0020399081879636451 0.0014078034182204633 0.0026224927811467303 -0.001917545257491399 -0.002703329831257761 0.00022422482029795174 0.0019221498448769301 0.0024118085496629268 -0.0023794042537193163 0.00074930766647518271 -0.0019399975279271908 -0.0013586568458209647 -0.0010085846719276696 0.0026258684378044142 0.0013912958768879516 -0.0023462541933160787 0.00080878865511202556 0.0025967525835702988 -0.002723782935736743 0.0013943921604288789
leaf_weight=0.0039855965347470592 0.0097324980768007663 0.015253749705109954 0.12385113190575225 0.015149441159962862 0.0078841756881615765 0.0021629147213388942 0.0060401681873134541 0.008101613097158733 0.012462940512889986 0.0075465527741016549 0.011030804532140337 0.0077046302224914589 0.0093652632365319732 0.0091206519577724521 0.0045210707939240527 0.034089755507181962 0.0057020924946300502 0.012062121259077685 0.012114992652897172 0.010713769084759406 0.0058511861257102274 0.0042011737555185382 0.0034353784375298338 0.029455682615861178 0.0040785554833746565 0.011864793126854067 0.058578736087689265 0.0070877841333185634 0.01894522583231506 0.0055330255411973886
leaf_count=113 22 69 1387 38 38 27 193 142 108 46 95 8 23 106 96 164 16 138 34 25 19 15 36 154 9 180 370 26 190 23
internal_value=0 -5.15523e-05 -0.000375624 -0.000225802 0.0011653 0.000117414 3.82203e-05 -4.56395e-05 1.29961e-05 8.33444e-05 0.000146064 -0.00112813 0.000253142 0.000167058 0.000253545 0.000315632 -0.00047313 0.00177142 0.000210731 -0.000911068 0.00035058 0.0013232 0.00183796 0.00224626 5.26188e-05 -0.00139013 0.000237771 -0.000271697 -0.000618831 -0.00179292
internal_weight=0 0.473642 0.162319 0.152587 0.0230336 0.311323 0.297098 0.281844 0.275804 0.267702 0.260155 0.0201676 0.239988 0.228957 0.219836 0.215315 0.129553 0.014225 0.20595 0.0228288 0.183121 0.0429434 0.0370922 0.0328911 0.140178 0.0159433 0.124235 0.0656558 0.058568 0.0244783
internal_count=3910 3797 1501 1479 76 2296 2131 2062 1869 1727 1681 116 1565 1470 1364 1268 1403 165 1245 59 1186 224 205 190 962 189 773 403 377 213
is_linear=0
shrinkage=0.00272125


Tree=794
num_leaves=31
num_cat=0
split_feature=45 8 482 31 151 49 1 11 12 14 151 151 1374 1 2 3 16 454 12 0 1212 1 1 2 159 51 16 150 475 4
split_gain=0.00323246 0.00339981 0.0034502 0.00351647 0.0033685 0.00491723 0.00473979 0.00676143 0.00577325 0.00511216 0.00493181 0.00576436 0.00921175 0.00582118 0.0078684 0.00863839 0.00656973 0.00814421 0.00586911 0.00562874 0.0051149 0.00554461 0.00818025 0.00617081 0.00518118 0.00487533 0.00461973 0.0104867 0.0072719 0.00419146
threshold=-1.0000000180025095e-35 -0.092789999999999984 0.099580000000000016 -1.0000000180025095e-35 0.087190000000000017 -0.31764499999999996 0.12811000000000003 0.088315000000000018 0.11655500000000001 0.077685000000000018 0.056555000000000001 0.015440000000000001 -0.094679999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.013395000000000002 0.050115000000000007 -1.0000000180025095e-35 0.097345000000000015 -0.084794999999999995 -0.50114499999999984 0.092385000000000009 0.092550000000000007 -0.085784999999999986 -0.47434999999999994 -0.031524999999999991 -0.50763499999999995 0.085200000000000012 -0.083684999999999982 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 10 11 12 -7 19 18 -16 17 -17 20 26 -15 -22 -23 -24 -25 -21 -14 28 -28 -26
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 14 15 16 -18 -19 -20 25 21 22 23 24 29 -27 27 -29 -30 -31
leaf_value=0.0041257431449478041 -0.0041047934669653655 0.0041276906800392175 -0.0040894375116197297 -0.0041261705378829129 0.0014777478884038409 -0.004006813981923504 0.0013144920853349019 -0.0030124907128644195 -0.0029698851771865348 -0.0039183236336536396 -0.0016669424006921566 0.0036383856574494907 0.00080378935310433533 0.0037884723144004989 0.0031227299055668033 -0.0034447905867195589 -0.0025443496326546331 0.0016560415525779936 0.0017021872127059988 -0.0041258267103241424 -0.003775658047417228 0.0041254766227755077 0.00404937481290787 0.0037021488067169954 -0.0041269930067345953 0.00042111020571024684 0.0034484731987594456 0.0013819221129817137 -0.0041282364309932684 0.0009113089007913135
leaf_weight=0.0031416639355086309 0.0035292651614895467 0.003468964785426464 0.003552841788906135 0.0051628519445330303 0.023530870505069856 0.0090155333260781845 0.037907982310798616 0.014150009374972683 0.011600149359626499 0.0056112902469891415 0.026308438443777504 0.0080421252748124061 0.011366461206677059 0.0032541463740471946 0.034884370592010328 0.0059445962851896175 0.0097191137378871417 0.051080433093716238 0.016299168768682648 0.0042019745216155249 0.013296496756161957 0.0052028477592216396 0.0028698115092709022 0.0021041736290499094 0.014352090611218671 0.088512226384825254 0.002351933353224033 0.010242862915120554 0.025725408118818294 0.0034924661667901083
leaf_count=31 6 111 131 27 106 38 249 115 116 88 37 14 39 10 224 17 88 153 102 149 290 5 38 8 174 763 66 55 652 8
internal_value=0 -7.23036e-05 -4.09044e-05 -8.91904e-06 -4.10768e-05 -0.000125627 -7.61601e-05 -0.000215024 -0.000106717 -1.28616e-05 5.00634e-05 0.000190366 0.000102033 0.000223526 0.000757019 0.00145942 0.000590083 0.0011243 -0.000415692 -0.000385265 -0.00119016 -0.00158227 -0.000541484 -0.0016056 -0.00241912 0.000215035 -0.00150541 -0.00219036 -0.00349356 -0.00314092
internal_weight=0 0.456781 0.453252 0.449699 0.44623 0.422699 0.417536 0.379628 0.365478 0.353878 0.348267 0.321958 0.313916 0.304901 0.1625 0.101629 0.0667441 0.057025 0.0608712 0.142401 0.044572 0.0413179 0.0280214 0.0228185 0.0199487 0.0927142 0.0496867 0.0383202 0.0280773 0.0178446
internal_count=3910 3879 3873 3742 3631 3525 3498 3249 3134 3018 2930 2893 2879 2841 1117 482 258 170 635 1724 533 523 233 228 190 912 812 773 718 182
is_linear=0
shrinkage=0.00412451


Tree=795
num_leaves=31
num_cat=0
split_feature=403 484 52 474 15 15 13 132 131 133 151 484 39 52 132 124 133 454 39 150 133 16 457 12 475 51 49 151 160 52
split_gain=0.0117066 0.0118844 0.0120277 0.0123721 0.0200494 0.0120525 0.0156051 0.0141326 0.0128092 0.0118678 0.0115025 0.0121944 0.0114258 0.0132078 0.0135038 0.0150042 0.0123922 0.0121947 0.0116175 0.0112463 0.0109017 0.0127594 0.00910554 0.00907664 0.00873392 0.00869544 0.00869276 0.010129 0.00846709 0.00815594
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.18936500000000003 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 -0.091229999999999992 0.086470000000000005 0.097135000000000013 -0.031394999999999992 -0.08514999999999999 0.09129000000000001 0.18016500000000005 -0.11271999999999999 0.080815000000000012 -0.048219999999999992 -0.10870499999999998 -1.0000000180025095e-35 0.005105000000000001 0.094545000000000018 -1.0000000180025095e-35 0.24895000000000003 0.10412500000000001 0.088325000000000015 -0.086424999999999988 0.11024000000000002 -0.13451999999999997 -0.083274999999999988 -0.098319999999999991 0.14114500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 19 3 -3 25 -6 7 20 12 -4 -1 24 13 14 15 -8 -15 -18 29 28 23 26 -17 -7 -12 -5 -22 -28 -2 -19
right_child=1 2 9 4 5 6 8 -9 -10 -11 11 -13 -14 16 -16 22 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00054279759853756221 0.00049027894090615694 -0.00093681096964878243 0.00072983623602185612 0.00092728791891781581 -0.00063230824419485644 -0.0009629035171305235 0.00096484660262476519 -0.00079996311613882609 0.00058546121423621895 -0.00067511857127741789 0.00094534107444637207 0.00096711035731655056 0.0010028781276592593 -0.0010006146498471597 0.00046388310453992679 -0.00099213068241055637 -0.00086395137715859945 -4.16079872565591e-05 0.00064678357493761526 0.00056734307791252137 -0.00016639551789107153 -0.00016999100394948557 0.00038685012411642509 0.00027790357036076353 -0.00091253798076476112 -0.00022586327934662494 -0.00011265567778137574 0.00087008792153681937 -0.00081229334236847315 0.00055545212688728313
leaf_weight=0.0095413901958636416 0.005682632814881571 0.012591575531757826 0.0070521435478667618 0.036096694968364318 0.026914697296064105 0.0097998399496646016 0.0049848265806531336 0.0105725311614151 0.032350867823083718 0.040809099399396587 0.0026872931375692124 0.0042450790811301422 0.00991093878292304 0.012617815420242096 0.01225891987542127 0.046845884759775913 0.015674326067710354 0.40742563326313075 0.028907735394795964 0.008997353990253032 0.011608222634095 0.022880671906023053 0.0053342160827014587 0.014801383741883001 0.043397397793455639 0.0079868669795359892 0.011960144559452601 0.085277134394345921 0.041000265337871156 0.024243101525144084
leaf_count=25 37 105 35 240 73 54 24 22 74 287 6 28 19 138 19 293 32 640 127 24 17 18 6 45 871 10 26 115 483 17
internal_value=0 -8.07544e-06 1.9696e-05 4.71291e-05 6.19056e-05 2.54753e-05 4.85438e-05 0.000319051 -2.66328e-05 -0.000468105 -0.000463944 -0.000654799 -6.14825e-05 -8.03773e-05 -0.000488555 -0.000692804 -2.24123e-05 3.50428e-06 3.30255e-05 -0.00045642 0.000394731 0.00050886 -0.000851162 -0.000216369 -0.000804201 0.000718365 0.000651563 0.000749211 -0.000653733 -8.07628e-06
internal_weight=0 0.954586 0.898905 0.851044 0.838452 0.794369 0.767454 0.1669 0.600554 0.0478612 0.0598712 0.0503298 0.568203 0.558292 0.0694238 0.0571649 0.488869 0.476251 0.460576 0.0556803 0.156327 0.131726 0.0521801 0.0246012 0.0460847 0.0440836 0.108846 0.0972373 0.0466829 0.431669
internal_count=3910 2980 2436 2114 2009 1759 1686 297 1389 322 930 905 1315 1296 342 323 954 816 784 544 275 176 299 99 877 250 158 141 520 657
is_linear=0
shrinkage=0.00100006


Tree=796
num_leaves=31
num_cat=0
split_feature=1 2 484 0 1186 1186 130 0 42 2 4 474 42 133 151 1447 124 16 39 52 42 13 15 456 150 9 130 51 33 9
split_gain=0.00880757 0.0095276 0.00946762 0.00929846 0.0081796 0.0090528 0.0108852 0.00970558 0.013284 0.0122177 0.00982799 0.00956027 0.0089777 0.00781491 0.00764173 0.00740264 0.00803913 0.00964801 0.0131376 0.0114594 0.0116416 0.00966837 0.00972759 0.00768342 0.00933809 0.00873599 0.00741332 0.00705939 0.00902559 0.0111746
threshold=0.10386500000000001 0.14808000000000002 -0.0043499999999999988 1.0000000180025095e-35 0.091570000000000026 0.085080000000000003 -1.0000000180025095e-35 0.18055000000000002 0.092145000000000019 0.10705000000000002 0.11205000000000001 0.087505000000000013 0.091330000000000008 -0.26719999999999994 -0.29526499999999994 -1.0000000180025095e-35 -0.50873999999999986 0.050115000000000007 0.16168500000000002 0.18936500000000003 -0.10770999999999999 -0.060719999999999989 -0.064869999999999983 0.088865000000000013 0.15297000000000002 0.091655000000000014 -0.083489999999999995 -0.10748999999999999 -0.007134999999999999 0.091370000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 13 5 6 11 8 9 12 -10 -4 27 -2 -15 -16 -17 19 21 20 -18 22 -19 24 25 26 -22 -8 -29 -30
right_child=1 -3 4 -5 -6 -7 7 -9 10 -11 -12 -13 -14 14 15 16 17 18 -20 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00095955802232005651 -0.0011658728470671383 0.00097546980718285134 -0.001180896339540766 0.0011114017152160653 -0.0012446743876528762 0.00067671152635407489 -0.0010079052702457729 0.00061573842528834957 -0.0011798767293609237 -0.00074257094244169035 3.0398801609818735e-05 0.0012438508031818801 0.00090374966324378717 -0.0010712815847240087 -0.00090508501119558019 -0.0012415434481893627 -0.00088117825740581328 -0.00091865102339001371 0.0010295796534434004 -0.00079348273279539563 -9.5919623215920494e-05 -0.00086201670011869008 0.00088986068141198795 -0.00027698815539693397 -0.000518807625434344 -0.00045585413601748189 0.0010297504387082699 -0.0011782995233031231 -2.8082564096647739e-06 0.0012321194468991414
leaf_weight=0.020162962844530341 0.0081996883118335973 0.019878958321385198 0.022245509978027656 0.012882988391254457 0.0093802896489023624 0.023801158751552975 0.010939704389954841 0.030221560441532347 0.029303964000654048 0.035776163721664034 0.01605926926936263 0.0028344838940483888 0.016851527748201534 0.0087490421228721971 0.010528840900860814 0.006125253088612225 0.0089980242482852191 0.0072213587378655566 0.011167168413521722 0.011801493351413228 0.010145765640118043 0.033430333646606414 0.012660611357205198 0.014220213089629397 0.0090137824881821871 0.0078762320206351433 0.083427086945221163 0.0097155171811209584 0.36477765387982686 0.011692423502609017
leaf_count=519 20 139 232 157 44 35 81 32 429 175 37 5 37 23 40 8 7 63 7 35 7 69 17 26 2 24 251 27 1356 6
internal_value=0 0.000146175 -0.000121848 8.1891e-05 -9.29059e-05 -7.4091e-05 -0.000106557 -6.83503e-05 -0.000110107 -4.5422e-05 -0.000751421 -0.000906857 1.48261e-05 2.74366e-05 6.90093e-05 0.000113033 0.000162641 0.000203605 -0.000196772 0.000381057 0.000484746 -0.000453652 0.000232989 0.000583321 0.000694071 0.000801836 0.000907698 -2.28943e-05 5.00869e-06 3.55462e-05
internal_weight=0 0.276327 0.603762 0.256448 0.583599 0.574219 0.550418 0.525338 0.495116 0.449753 0.0453632 0.02508 0.413977 0.243565 0.235365 0.226616 0.216087 0.209962 0.0644795 0.145483 0.133681 0.0533123 0.019882 0.124683 0.110463 0.101449 0.0935729 0.397125 0.386186 0.37647
internal_count=3910 895 3015 756 2496 2452 2417 2180 2148 1682 466 237 1507 599 579 556 516 508 156 352 317 149 80 310 284 282 258 1470 1389 1362
is_linear=0
shrinkage=0.00124344


Tree=797
num_leaves=31
num_cat=0
split_feature=1456 151 453 1 2 133 14 1186 1186 130 474 51 50 158 3 42 15 4 2 133 42 50 42 160 133 1429 4 2 42 4
split_gain=0.00329338 0.00417744 0.00328248 0.00338692 0.00495825 0.00419502 0.00383368 0.00387246 0.00392719 0.0052729 0.00495835 0.00416063 0.00504273 0.00488073 0.00438307 0.00609582 0.00566641 0.00559216 0.00513477 0.00509596 0.00463878 0.00442447 0.00439259 0.00666009 0.00472739 0.00700063 0.00459334 0.0053543 0.0059776 0.00488443
threshold=-1.0000000180025095e-35 -0.035524999999999994 0.089535000000000017 0.10386500000000001 0.14808000000000002 -0.26719999999999994 0.077685000000000018 0.091570000000000026 0.085080000000000003 -1.0000000180025095e-35 0.087505000000000013 -0.10748999999999999 0.10119500000000002 0.084965000000000027 -0.11266 0.092145000000000019 0.035895000000000003 0.11205000000000001 0.11462500000000002 0.024320000000000005 0.091330000000000008 0.10030500000000002 0.085330000000000003 0.092810000000000017 0.083815000000000014 0.084545000000000009 -0.082054999999999975 0.092745000000000008 0.085195000000000007 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 9 10 -2 -11 13 14 16 18 19 -17 20 -13 21 22 24 -24 25 -16 -26 28 29 -28
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 11 -12 12 -14 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0011294661702043285 -0.0036298864432005684 -0.003811633100688988 -0.0024626506635856168 -0.0035026121146693344 0.0034370328871460819 0.00049276082675033049 -0.003811569256641131 -0.0038120822807303631 0.0019671536972779664 -0.0026518046624947975 0.0038103658247633713 0.0029529917548840141 -0.0038113320602196489 -0.002732675839956576 -0.00042187369110856016 -0.0038140475048198631 -0.0013450439700462525 0.00087990069245983868 -0.0033850916957312168 -0.00062460040256348006 0.0029946071625688497 0.0037372795355081396 -0.0027376361436626103 0.0026168094355380591 0.0027312210729426799 0.0034367744338368086 -0.0032085979762750648 0.0027377435861335106 0.0036733539348914579 0.0037814984805466093
leaf_weight=0.0037973609117329943 0.010147833720466792 0.0071846963712403067 0.0076659373943357414 0.0039375812680191294 0.0081376675079809502 0.12317093064707763 0.0041444059179553952 0.0040712436574779068 0.013123204420459444 0.0086809942684062946 0.0014916457860749696 0.024162293183621841 0.0048694967939510994 0.008518328541196496 0.099945077335023669 0.01100703504894085 0.0088868242159492183 0.0055397456242189938 0.0057237565719496777 0.0075987942220123719 0.0087050185612582709 0.0048398774888482867 0.016116224244171917 0.0042655248911103163 0.019080566846355396 0.0073271715960387942 0.010768245825161671 0.0080490517221178948 0.0030659700190653902 0.0016775203566794525
leaf_count=41 228 328 49 19 135 671 90 44 36 211 5 78 265 126 496 277 35 23 38 19 34 3 321 20 56 25 175 56 4 2
internal_value=0 -0.00210311 9.15561e-06 5.25113e-05 0.000553594 0.000368992 -0.000172035 -0.000121361 -7.01816e-05 -0.00016551 -0.00267639 -5.67956e-05 2.97989e-05 0.00010307 0.000200962 -2.4562e-05 0.00134451 -0.00224255 0.000169043 0.00209706 0.000279699 0.000144755 4.26541e-05 -0.00161705 0.000268302 -0.000158311 0.00134153 0.000216088 -0.0010924 -0.00226643
internal_weight=0 0.0109821 0.444718 0.437052 0.135246 0.127109 0.301806 0.297661 0.29359 0.280467 0.0116395 0.268828 0.260147 0.255277 0.246759 0.206111 0.0406479 0.0165468 0.189564 0.0317611 0.18384 0.175135 0.170295 0.0203817 0.149914 0.107272 0.0426414 0.0235608 0.0155117 0.0124458
internal_count=3910 369 3541 3492 825 690 2667 2577 2533 2497 233 2264 2053 1788 1662 1530 132 300 1230 97 1192 1158 1155 341 814 521 293 237 181 177
is_linear=0
shrinkage=0.00381041


Tree=798
num_leaves=31
num_cat=0
split_feature=52 484 51 1 47 51 51 42 1 474 39 52 148 0 132 51 147 14 51 1209 2 2 3 133 3 47 2 1212 9 0
split_gain=0.0112037 0.0101949 0.0115737 0.0110233 0.0127144 0.0123147 0.0121639 0.0113474 0.0159631 0.0110991 0.0119897 0.0105143 0.0114057 0.00996844 0.00996737 0.00958146 0.00866472 0.00856599 0.0127582 0.0105353 0.0092423 0.0155831 0.0190043 0.00915222 0.0114826 0.0106141 0.0129506 0.0142095 0.011223 0.0105079
threshold=0.18936500000000003 -0.0043499999999999988 0.14795500000000003 0.12811000000000003 0.117025 0.12342500000000002 -0.07742499999999998 -0.11403999999999999 0.10285500000000002 -1.0000000180025095e-35 -0.063014999999999988 -0.40083499999999994 -0.080629999999999993 -0.19631499999999999 0.080815000000000012 -0.10748999999999999 1.0000000180025095e-35 0.07802000000000002 -0.09021499999999999 0.084790000000000018 0.086545000000000025 0.085355000000000014 0.084925000000000014 0.083815000000000014 -0.14218999999999996 0.09550500000000002 0.085155000000000022 -0.5172699999999999 -0.016839999999999997 -0.23821499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 14 15 -10 -11 -12 -13 -8 -3 -9 -2 18 -17 20 21 22 23 24 -20 26 27 -26 -29 -30
right_child=16 3 -4 6 -6 -7 13 8 9 10 11 12 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00088166309642159443 -0.00078656856339367055 -0.0012714655460347383 0.0012443766994840438 -0.00011341708048127097 -0.0008495711980120779 -0.0011948737823542291 -0.0008924147370340357 -0.0011193152469511343 -0.0011570780723015161 -0.0012144256786263275 -0.0010162268031425274 -0.00061374037410400167 0.00086105831704320402 0.0011854311263386056 0.00090347545839880572 0.001118577632720548 0.001127209691844735 -0.0013468110904031325 0.0010799018857601873 -0.0013469824276286044 0.00015003093802962823 -0.0011688338695096374 0.001333073207719135 0.00059539092285046814 0.0011537766403283674 0.00056360016271572266 0.0011134947118939681 0.0013489649842393049 0.0013498946033782141 -0.0012610047409630696
leaf_weight=0.03794503785775305 0.048739469027651694 0.019518306871958657 0.0052845665812526468 0.031315737104819164 0.030647873764962696 0.014467680809389094 0.0046548760490168197 0.013832601248566334 0.0070967445617498006 0.0065158201323356471 0.006484878118726555 0.010342797549810712 0.11654233393767299 0.041231682041257045 0.00474513892777395 0.019013370564749721 0.0046989042020868501 0.0082442237265922813 0.008836524059461226 0.010369024896974111 0.34406535333147303 0.02713117558531053 0.015858871163800359 0.020404514667063722 0.0058616094447643255 0.013953962243476781 0.0065372589843377673 0.0034273820601811158 0.0029190012719482175 0.064416179198239831
leaf_count=491 443 131 25 52 92 29 14 148 38 8 51 23 297 235 20 49 6 48 14 187 826 103 6 135 10 23 8 5 1 392
internal_value=0 1.59955e-05 -0.000621767 4.81123e-05 1.66163e-07 3.48626e-05 0.000533294 5.90319e-05 8.98839e-05 0.000485006 0.000568313 0.000655409 0.000740843 0.000974648 -0.000846118 -1.2929e-05 -0.000618288 1.48444e-05 3.55259e-05 -3.78919e-06 2.33384e-05 -0.000234066 -5.57354e-05 -0.000230043 -0.000389008 -0.000522664 -0.000704932 -0.000860073 -0.00102689 -0.00114782
internal_weight=0 0.901665 0.0432296 0.858435 0.781233 0.750585 0.0772023 0.736117 0.711854 0.146983 0.139886 0.13337 0.126885 0.0458866 0.0242634 0.564871 0.0534384 0.551038 0.542794 0.523781 0.513412 0.169346 0.142215 0.126356 0.105952 0.0971154 0.0831614 0.0766242 0.0707626 0.0673352
internal_count=3910 3461 516 2945 2644 2552 301 2523 2372 417 379 371 320 249 151 1955 449 1807 1759 1710 1523 697 594 588 453 439 416 408 398 393
is_linear=0
shrinkage=0.00134594


Tree=799
num_leaves=31
num_cat=0
split_feature=52 147 133 15 1456 15 474 15 13 131 403 1365 158 16 133 151 12 48 15 51 151 0 1 457 0 0 0 403 133 43
split_gain=0.00321604 0.00403477 0.00420816 0.00445687 0.00399964 0.00438726 0.00556335 0.00538742 0.00507545 0.00680349 0.00557766 0.00478861 0.00458971 0.005254 0.0051367 0.0059038 0.00518226 0.00456228 0.00515137 0.00543404 0.0103971 0.00750242 0.00807444 0.00800104 0.00684956 0.00711368 0.00543521 0.00490117 0.00597277 0.0061643
threshold=0.18936500000000003 1.0000000180025095e-35 -0.031394999999999992 -0.09547499999999999 0.075285000000000005 -0.24219999999999997 -1.0000000180025095e-35 -0.19153499999999998 -0.091229999999999992 0.094610000000000014 -0.088854999999999976 0.085225000000000009 0.085110000000000005 0.3935300000000001 -0.0056849999999999991 -0.083274999999999988 0.085605000000000014 0.09227500000000001 -0.11739999999999999 0.08955500000000001 -0.086034999999999986 -0.10575999999999998 1.0000000180025095e-35 -0.0015249999999999997 -0.10209999999999998 -0.099864999999999995 -0.089879999999999974 0.09389500000000002 0.10304500000000001 -0.50992999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 -7 9 12 -10 17 13 14 16 -16 -9 18 -12 21 -21 22 -20 -24 -23 -26 -27 28 29 -28
right_child=1 -3 3 -5 -6 7 -8 8 10 -11 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0037445510645626083 0.002299091085628173 0.0032994093648095685 0.0001673512305504367 -0.0037373730263373884 -0.0030257404318404929 -0.0027297009907073107 0.0023181592088357904 -0.0037373969913288333 -0.0037364394025260592 -0.0034446575378052004 -0.0034295793754480801 -0.003643519726696911 -0.0024587261028812847 -0.0022322554084817491 -0.0011947568257167835 0.0026739931928970845 0.0011319753365906457 0.00098771457665481721 -0.0022171926386955793 0.0037398144774206271 -0.0036982574189014226 -0.0037413377031597175 -0.0009738163693922689 0.0022707130821355156 0.0028318907731606784 -0.0033712692025073426 0.0028725271388766543 -0.0037083582105247371 0.0027053617099860325 -0.00062861664817906709
leaf_weight=0.002359261503443121 0.0029352566782705472 0.0023393803130602455 0.0059529616861908564 0.012961310529780338 0.0058676549675844561 0.0099186091943241905 0.020174602907658823 0.0042937265291129742 0.0059778612375911413 0.0047703057521175643 0.006877196263019413 0.0052054453380776513 0.0046166250654984245 0.0052066862399442462 0.0062504582357689733 0.046136353468540392 0.010530923601010045 0.050904139872120169 0.0092924693717577611 0.0032735498843976521 0.013188939632158281 0.0084027983670011963 0.013770610876008504 0.046167288755270874 0.0096171174920272051 0.0085789310454700285 0.0075470964957276001 0.0056046336833333035 0.0095104989863905587 0.10008345628725657
leaf_count=1 48 6 50 345 247 86 285 54 396 16 34 39 38 17 26 166 93 201 24 6 124 20 23 140 15 124 13 139 92 1042
internal_value=0 -0.00136335 -0.00186258 -0.00250842 3.70997e-05 8.00675e-05 0.0016834 -1.12314e-05 5.8657e-05 0.000884641 -0.00016361 -9.19455e-05 0.00115273 0.00138296 0.00166302 0.0022124 -0.000278362 -2.88091e-05 -0.000242708 -0.00014946 -0.0022192 6.42765e-06 0.00102295 0.00152529 -0.000464794 -0.00026945 -0.000496567 -0.000295648 -0.000132366 -0.000383115
internal_weight=0 0.0241889 0.0218495 0.0189143 0.424127 0.41826 0.0225339 0.395726 0.385807 0.0818051 0.304002 0.298024 0.0770348 0.0724181 0.0672115 0.0523868 0.0148247 0.292819 0.241915 0.235037 0.0164625 0.218575 0.0692304 0.0599379 0.149345 0.140942 0.131325 0.122746 0.117141 0.107631
internal_count=3910 449 443 395 3461 3214 286 2928 2842 410 2432 2036 394 356 339 192 147 1997 1796 1762 130 1632 187 163 1445 1425 1410 1286 1147 1055
is_linear=0
shrinkage=0.0037357


Tree=800
num_leaves=31
num_cat=0
split_feature=403 39 51 3 3 48 484 51 43 151 484 1213 52 1 12 160 39 1 148 150 403 457 15 12 457 150 15 0 43 4
split_gain=0.0108264 0.00982689 0.0108386 0.0128934 0.00924504 0.0103865 0.0107062 0.0102192 0.00921244 0.0089174 0.0101603 0.00889729 0.00903575 0.0110803 0.0107004 0.00935709 0.0107919 0.0136688 0.0117315 0.0103144 0.012043 0.0101341 0.01163 0.00961612 0.0084509 0.00977855 0.00836391 0.00964093 0.00820819 0.0187747
threshold=-1.0000000180025095e-35 0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.31335500000000011 0.11930500000000001 -0.0043499999999999988 0.11975000000000001 -0.53890999999999989 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 -0.42985499999999993 0.12811000000000003 0.11655500000000001 -0.092169999999999988 -1.0000000180025095e-35 0.10398500000000001 -0.065869999999999984 -0.22988499999999998 0.07955000000000001 -0.0015249999999999997 -0.0063699999999999989 0.10257000000000001 -0.098834999999999992 0.10117000000000001 -0.11739999999999999 -0.15291499999999997 -0.15648499999999999 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 8 5 6 24 -7 -4 -1 -11 -8 -13 14 15 19 -17 21 -19 -14 -21 22 -18 28 -2 -26 27 -20 -23 -30
right_child=1 2 3 -5 -6 7 11 -9 -10 10 -12 12 13 -15 -16 16 17 18 26 20 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00068321186748461266 0.0011226647319592929 -0.0012698326742821139 -0.0012693058138148715 -0.00051087959187568074 0.0010896332104509488 -0.0012697349370686067 -0.0012686018225601041 -0.00014422596268701048 0.00081841136129454984 -0.0011726953610423281 0.00028430912434766926 -0.0008533027243236499 0.0008621138363886032 0.00097898744543591923 -0.00080110504592300778 -0.0010535037080994954 -0.001185848413183935 -0.00056057132931826379 0.0011685229071099351 -0.0010826410388182141 0.00075621970404027609 0.00080154932818666679 0.00062284051904921782 -0.00089485816721768079 -0.0011591181768493804 0.0011542980390043982 0.0011460430961735262 -0.00043159532941170896 -0.0012711356599913255 0.00017094796030699916
leaf_weight=0.0074365305329138201 0.003666335747766424 0.0059524998005144871 0.0035689757764885135 0.016740104679229262 0.011459468821499286 0.021547559272391936 0.0084037704389317014 0.03262574447330735 0.071828400167873951 0.032081006154761837 0.010130096819793266 0.017442856859446465 0.0077529166592285028 0.020935085773089668 0.023358584723212061 0.012097870795969357 0.020180038763669472 0.011459036214546359 0.010355879730923334 0.031013963515562182 0.0070272601188037234 0.029352526246839261 0.0079803414075740875 0.014480295828832368 0.027699306365981613 0.0032880194121389641 0.045600522096719942 0.014591894623663393 0.015276620898703186 0.29421964272214041
leaf_count=25 8 15 13 37 123 63 228 32 357 845 60 278 3 49 62 33 67 27 12 310 29 36 11 56 482 8 67 29 36 509
internal_value=0 1.31798e-05 0.000388869 0.000496029 -4.00879e-05 -5.91162e-05 -1.30232e-05 -0.0005919 0.000719588 -0.000597419 -0.000823034 2.7117e-05 4.57903e-05 7.35139e-05 3.87159e-05 7.63404e-05 0.000129064 0.00015993 0.000629698 -0.000471216 -0.000742953 5.8946e-05 -0.000673286 0.000117305 -0.000698205 -0.000913645 0.000823031 0.000232618 0.000160559 9.97672e-05
internal_weight=0 0.789906 0.09809 0.0921375 0.691816 0.680356 0.626183 0.0541733 0.0753974 0.0496476 0.0422111 0.591529 0.583125 0.565682 0.544747 0.521389 0.475595 0.463497 0.0820073 0.0457941 0.0380412 0.381489 0.0281604 0.353329 0.0346537 0.0309873 0.0705483 0.0249478 0.338849 0.309496
internal_count=3910 2980 422 407 2558 2435 2340 95 370 930 905 1842 1614 1336 1287 1225 883 850 135 342 339 715 78 637 498 490 108 41 581 545
is_linear=0
shrinkage=0.00126831


Tree=801
num_leaves=31
num_cat=0
split_feature=484 150 160 1 12 48 129 375 52 151 1 47 148 474 2 3 0 51 13 403 0 129 3 39 49 4 1 393 393 403
split_gain=0.00311223 0.00538352 0.0042162 0.00318643 0.00521812 0.00497026 0.00495007 0.00479204 0.00460345 0.00819207 0.00608799 0.00669011 0.0055715 0.00594552 0.00479221 0.00600776 0.00418928 0.00503885 0.00418872 0.00491003 0.00488819 0.00467445 0.00451202 0.00448221 0.00521016 0.00440637 0.00471565 0.00415737 0.00413986 0.00404121
threshold=-0.0043499999999999988 0.094545000000000018 -0.098319999999999991 0.12730000000000002 0.11655500000000001 0.12649500000000002 0.093990000000000004 -0.40343999999999997 0.11588000000000002 -0.101755 0.10386500000000001 0.11603500000000001 -0.080629999999999993 -1.0000000180025095e-35 0.10457000000000001 -0.005644999999999999 -0.19631499999999999 -0.40274499999999996 -0.09547499999999999 0.10150000000000002 -0.055084999999999988 0.091700000000000018 -0.5217799999999998 0.005105000000000001 0.024250000000000004 0.15927500000000003 0.076710000000000014 0.087895000000000015 0.085075000000000012 0.084405000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -5 10 -10 18 12 -12 -14 15 -15 -9 -18 20 21 25 22 -20 24 27 26 -2 28 -24 -11
right_child=3 -3 -4 7 -6 -7 -8 16 9 29 11 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001953767164486234 -0.0020607318140968491 0.0020832535121627065 -0.002552425465068947 -0.0029239595559974905 -0.0019533295448053161 -0.0019805801333575043 -0.0031159843743884877 -0.0021842091262104573 0.0026820080343076713 -0.0019688100737778177 -0.0020332828581690328 -0.0022576490340106047 -0.0026585467728871283 0.0020420868612044921 0.0032220026170198543 -0.0017740044125135782 -0.00060277277977628034 0.0023917378411847118 0.0032548937255089485 -0.0032535951311837737 0.0027565892371610914 0.0029408982492621161 -0.00026239322758803981 0.0014171923914541426 -0.00260648977767942 0.0019836693588929535 0.001110509598418507 -0.0032335935276519455 0.0021054277163430348 0.0027439660843104514
leaf_weight=0.0025384390047413765 0.010835278159504469 0.0043140724979764391 0.016281346859906343 0.0031341603498731265 0.014768947395161547 0.012687861494185881 0.0050154494512906203 0.0033504191431745758 0.0054814488748888826 0.027827803613744706 0.0042218664392521523 0.0053618727179127737 0.0028999419312185628 0.018290975759128969 0.022435548811586159 0.0057302593984616115 0.0079345928243128583 0.023680418965952299 0.0040374530123017385 0.0052441395591102937 0.011769544915750885 0.0053233809235280196 0.15296364150495734 0.016217207483776974 0.01036410333940907 0.010614155336952535 0.0091450511342259233 0.0047339786910427497 0.0082297680082774605 0.0020673825812878013
leaf_count=43 58 24 545 6 109 60 135 17 16 364 20 18 36 81 183 22 23 277 13 156 20 9 1076 105 272 26 61 92 17 26
internal_value=0 -0.00119349 -0.00194462 3.2193e-05 -5.8556e-05 1.88546e-05 9.15834e-05 0.00092842 0.000138377 -0.000972776 0.00026583 0.00120587 0.00155248 0.0018592 0.00214121 0.00113176 0.00127373 0.00164019 4.37406e-05 -0.000146845 0.000975494 -6.61379e-05 -0.000147582 -0.000218942 -0.000369451 0.000290315 -0.000609246 -0.000229722 -0.000141504 -0.0016429
internal_weight=0 0.0231339 0.0188198 0.414367 0.376267 0.361498 0.34881 0.0380996 0.343795 0.0353766 0.308418 0.0589405 0.0535786 0.0493567 0.0464568 0.0240212 0.0349654 0.031615 0.249478 0.207114 0.042364 0.20187 0.196546 0.192509 0.176291 0.0305945 0.0199803 0.165927 0.161193 0.0298952
internal_count=3910 612 588 3298 2975 2866 2806 323 2671 406 2265 360 342 322 286 103 317 300 1905 1740 165 1584 1575 1562 1457 145 119 1185 1093 390
is_linear=0
shrinkage=0.00325215


Tree=802
num_leaves=31
num_cat=0
split_feature=158 31 1338 1348 52 1 1132 1373 11 48 474 38 47 1 14 123 484 40 1 150 1374 0 16 12 1 158 4 4 12 52
split_gain=0.00292569 0.00322233 0.00325682 0.00306216 0.00359384 0.00352066 0.00410748 0.00397297 0.00425969 0.00511982 0.00510753 0.00406371 0.00490631 0.00554393 0.00359754 0.00408541 0.00381701 0.0039188 0.00401152 0.00701722 0.00543718 0.00746168 0.0063631 0.00479289 0.00477216 0.00450928 0.00445102 0.00763961 0.00635561 0.00586056
threshold=0.11136500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.088030000000000011 0.18936500000000003 0.10471000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.086624999999999994 -1.0000000180025095e-35 0.10657000000000001 0.13206500000000002 0.13501500000000002 0.077685000000000018 1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 0.092550000000000007 0.082085000000000019 -0.094679999999999986 -0.23029999999999998 -0.09601999999999998 -0.095579999999999984 0.092385000000000009 0.084965000000000027 -0.49837999999999999 -0.41745999999999994 0.10214500000000001 0.10062000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 14 -7 -8 9 -9 -11 12 -12 -14 15 16 -3 -18 20 23 22 -22 -19 -20 25 26 29 -28 -29 -23
right_child=-2 2 -4 -5 -6 6 7 8 -10 10 11 -13 13 -15 -16 -17 17 18 19 -21 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0044675719428184215 -0.0035281037181433836 -0.003559165782079759 -0.0044670461786760728 0.0035742651552424422 -0.0018426820253355702 -0.0037671686228295622 -0.0026085950823924449 -0.0030642459243626669 -0.0013610246378044468 -0.0037047767148218965 0.0026489875568737574 -0.0023458682695335605 -0.0033992438252053226 0.00225540848821796 -0.0044657923889488711 0.0023774550222660376 -0.0031120544740941571 0.0010622202988248334 0.0044666369801815041 0.0022543716152536222 0.0035170279154831253 -0.0044707254019515424 -0.0044736142958436767 -0.0036456129473142343 0.0044640166105115201 -0.004468424245246602 0.0044682620662435928 0.00027225907192286866 -0.0042711345295169956 0.0013045349822623999
leaf_weight=0.0031911851574619723 0.0047419894754021632 0.0068692180576830344 0.0032798802184856859 0.0047211856775106744 0.020956275252210332 0.0039284355836457499 0.0061430515524989451 0.0047981648722270611 0.01245331164882657 0.0033793680265716821 0.064178509510796289 0.0042699312882632503 0.0062436662155960221 0.0077397108925651992 0.0039178105265236232 0.012110424945433351 0.0088018221686070319 0.0068619940720964214 0.0015740696253487832 0.0067074443622914251 0.013666845281477435 0.0091085984745404858 0.010427517139135034 0.018664926444941443 0.0048577216959984062 0.004430769519458976 0.0083431342754920479 0.14506817969740915 0.0064078826166120697 0.0056899675983004281
leaf_count=110 158 372 23 47 443 18 7 16 79 22 433 26 22 19 82 92 63 4 5 25 19 44 41 186 4 80 14 1273 178 5
internal_value=0 -1.53907e-06 -3.58552e-05 -6.06379e-07 -4.20138e-05 5.55835e-05 0.000717981 0.000879325 0.00108722 0.00142371 0.00167465 0.00189519 0.00212687 -0.000269429 -0.000218411 -0.000156686 -0.000275878 -0.000185883 -7.93712e-05 -0.00170313 0.000124268 0.000334359 -0.00227651 -0.00301469 9.78413e-05 -2.06164e-05 9.22428e-05 0.00030914 8.00602e-05 -0.00225017
internal_weight=0 0.418791 0.4156 0.41232 0.407599 0.386642 0.113134 0.109206 0.103063 0.0906094 0.0858112 0.0824318 0.0781619 0.0139834 0.273508 0.269591 0.25748 0.250611 0.241809 0.0269464 0.214863 0.197573 0.0172895 0.020239 0.183906 0.179049 0.174618 0.159819 0.151476 0.0147986
internal_count=3910 3752 3642 3619 3572 3129 642 624 617 538 522 500 474 41 2487 2405 2313 1941 1878 216 1662 1617 45 191 1598 1594 1514 1465 1451 49
is_linear=0
shrinkage=0.0044645


Tree=803
num_leaves=31
num_cat=0
split_feature=1456 151 403 151 484 129 39 51 3 11 1366 1373 151 52 480 4 42 132 42 133 49 52 0 4 3 47 1 15 4 0
split_gain=0.00287907 0.00326307 0.00301618 0.00450785 0.00445466 0.00361233 0.00360278 0.00536476 0.00593723 0.00391777 0.00369868 0.00348193 0.00341327 0.0034801 0.0033477 0.00338058 0.00317219 0.00460307 0.00319836 0.00341641 0.0046097 0.00513141 0.00549708 0.00760083 0.00567648 0.00499644 0.00655565 0.00686011 0.00468616 0.00705275
threshold=-1.0000000180025095e-35 -0.035524999999999994 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -1.0000000180025095e-35 0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.091445000000000012 -0.081619999999999984 0.11103 -0.52174999999999983 -0.42985499999999993 0.08456000000000001 0.63167000000000006 -0.11145999999999999 0.080815000000000012 -0.10298999999999998 0.093845000000000026 0.10581000000000002 0.11401500000000002 -0.074249999999999997 -0.23071499999999998 -0.10140999999999999 0.096175000000000024 0.11287500000000002 0.091915000000000011 -0.082509999999999986 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 10 -8 9 -9 -7 12 -12 -14 16 -16 17 -15 -18 20 21 22 25 24 -24 26 27 28 -20 -30
right_child=2 -3 5 4 -6 6 7 8 -10 -11 11 -13 13 14 15 -17 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00074094951380856739 0.0018628075633941783 -0.003126713412017105 -0.0031269311661399142 -0.0028171537285191766 0.00085206645010408276 -0.0027407862420875564 -0.0031278876234049186 0.0021537970826719433 -0.0012290830587354505 -0.0027207414794218417 -0.0031268061315702488 -0.0031276963960333733 -0.0019276230355593409 -0.0028866111073249674 -0.0031270132178322653 0.0031274752210238873 0.0024736264010360529 0.0024445760116635997 0.0017606647882709105 -0.0010041098266179423 0.001764082848178268 -0.0013103507056342919 0.0012618808725029407 0.0022757764350709521 -0.0017054852715064162 -0.0016143732305789068 0.0026771674404830895 -0.0020381108580540476 0.00046272204945920891 -0.0013184218895393226
leaf_weight=0.0033123103282548527 0.003928755800018279 0.0059784574079984054 0.0034107448726956582 0.012363970604710062 0.0043777181187962802 0.0047523448268549364 0.0028947864274755366 0.029295118758241756 0.0074084277076735807 0.0017048171448550411 0.0032330280902499444 0.0033632976994226729 0.0080575637401247846 0.0067962303091846366 0.0052232814263586383 0.0010072259706248587 0.0062043984379727126 0.002062802396267216 0.017875312944291011 0.02116576828328931 0.019499485563194696 0.020553687783767316 0.014134776014770978 0.029176264030475352 0.011362874705582726 0.015978573259843643 0.0099401087676653788 0.013879123943596028 0.092901736829844594 0.028350961625228877
leaf_count=41 24 328 62 820 44 44 15 351 37 10 59 18 262 84 191 5 17 17 76 141 84 212 22 163 47 62 73 90 172 339
internal_value=0 -0.00174783 1.2303e-05 -0.00115056 -0.0018577 7.55193e-05 0.000104506 0.000975646 0.00128492 0.00188573 -2.73355e-06 3.66059e-05 6.91117e-05 0.000100985 0.000152694 -0.00211591 0.000198306 -0.00164526 0.000252562 0.00020582 0.000299402 0.000187027 0.000318777 0.00118623 -6.0508e-05 5.37114e-05 0.000217283 5.7477e-05 0.000266529 4.626e-05
internal_weight=0 0.00929077 0.400903 0.0206704 0.0167417 0.380233 0.376822 0.0413032 0.0384084 0.0309999 0.335519 0.330767 0.327403 0.32417 0.316113 0.00623051 0.309882 0.00885903 0.301023 0.294819 0.273653 0.254153 0.2336 0.0546739 0.0254977 0.178926 0.162947 0.153007 0.139128 0.121253
internal_count=3910 369 3541 888 864 2653 2591 413 398 361 2178 2134 2116 2057 1795 196 1599 101 1498 1481 1340 1256 1044 232 69 812 750 677 587 511
is_linear=0
shrinkage=0.00312586


Tree=804
num_leaves=31
num_cat=0
split_feature=1213 475 101 482 455 393 1429 475 158 1 47 13 52 43 4 48 1 52 148 41 123 483 454 457 48 158 15 157 8 133
split_gain=0.00284611 0.00335159 0.00283574 0.00276492 0.00280901 0.00282297 0.00284357 0.00300624 0.00284922 0.00319109 0.00499069 0.00475771 0.00724952 0.0045878 0.00414484 0.0039823 0.00463959 0.0050875 0.00611627 0.00392512 0.00368686 0.00345452 0.00392357 0.0052081 0.00492533 0.00402392 0.00372868 0.00379052 0.00372075 0.00311399
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.08175499999999998 0.099580000000000016 0.10340500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10546000000000001 0.11136500000000001 0.11561500000000001 0.10887000000000001 0.17936000000000002 0.10433000000000002 -0.18906999999999999 -0.51381999999999983 0.12649500000000002 0.10386500000000001 0.12539500000000003 -0.080629999999999993 0.083565000000000014 0.13456000000000004 0.085195000000000007 1.0000000180025095e-35 -0.0015249999999999997 -0.088799999999999976 0.084965000000000027 0.22941000000000003 -0.084354999999999986 -0.092789999999999984 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 -7 9 10 11 13 -13 -8 -15 16 19 18 -18 21 -11 22 23 24 -16 26 27 -25 -29 -20
right_child=2 -3 3 -5 -6 6 8 -9 -10 20 -12 12 -14 14 15 -17 17 -19 29 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0032531742050911782 -0.0032561818809015534 -0.0026527445622994404 -0.0032528862872695696 -0.0030061087156330176 -0.0029397754915941798 -0.0031851177694104606 0.0022713827007377709 0.0024400044403351203 -0.0024947606449986022 0.0011060592083324363 -0.0021043377083144583 -0.0025956772485036619 0.0019113955987437644 -0.0027099477461127669 0.0032038316552665501 -0.0021126532858689504 -0.0021949878411562226 -0.0012951740902698615 -0.00084984901846042347 -0.0032298012863268433 -0.0025290098953708717 -0.0028111888399644834 0.0025377999956011595 -0.0025636470328320488 -0.0028183945400183817 -0.002345151128955501 -0.0032536611037922336 -0.003256708770809344 0.00053359709953205113 0.0026760092220266146
leaf_weight=0.0011736180458683521 0.0027844374417327336 0.0075811400557981301 0.0026557130327162773 0.0031309515298509885 0.0032678933084753217 0.0050191427345040998 0.011268930886330963 0.0012563784426973257 0.0042629221839192146 0.052070958568720016 0.010956450554616026 0.014468417537575107 0.0051067573660432677 0.0052429686956401147 0.0016722945460685432 0.0075819111076924619 0.0035587223303537021 0.0066194714836456106 0.0029462585084729645 0.0036970392058606185 0.0031283057341511258 0.0040867531000783322 0.0073750182925778054 0.0044548989636510319 0.010180563854278013 0.006101231950985663 0.003004798316396772 0.0027830775361508122 0.17372278334491575 0.02628288120479283
leaf_count=4 6 588 53 132 25 137 38 39 123 450 88 102 24 53 10 21 15 32 15 68 18 163 24 86 128 91 10 2 1195 170
internal_value=0 -0.00186103 1.40127e-05 3.76083e-05 6.25049e-05 8.83574e-05 0.000111904 -0.00205895 0.000148666 0.000179429 5.15722e-05 0.000130269 -0.00141988 0.000238417 0.000153351 0.000210201 0.000278866 0.00130546 0.00183049 9.25034e-05 0.000900049 0.000150066 0.000207888 0.000122789 -0.00196873 0.000253219 0.000339395 0.000399056 0.000473833 0.00232061
internal_weight=0 0.00875476 0.388688 0.385903 0.382773 0.379505 0.376849 0.00627552 0.370573 0.36631 0.311111 0.300155 0.0195752 0.28058 0.269311 0.264068 0.256486 0.0394073 0.0327879 0.217078 0.0551993 0.213381 0.209295 0.20192 0.0118529 0.190067 0.183966 0.180961 0.176506 0.0292291
internal_count=3910 592 3318 3312 3180 3155 3102 176 2926 2803 2335 2247 126 2121 2083 2030 2009 232 200 1777 468 1709 1546 1522 138 1384 1293 1283 1197 185
is_linear=0
shrinkage=0.00325215


Tree=805
num_leaves=31
num_cat=0
split_feature=401 156 15 481 9 155 42 42 43 0 0 133 1 47 3 12 41 149 43 3 52 474 42 49 43 15 16 457 1375 52
split_gain=0.0027124 0.00260135 0.00270556 0.0028833 0.00275462 0.00272165 0.00273431 0.00483352 0.0036702 0.00456914 0.00777354 0.00581783 0.00329432 0.0043398 0.00522167 0.00436865 0.00367798 0.00346429 0.00403281 0.00728447 0.00605415 0.00506476 0.0048417 0.00894066 0.010596 0.00472099 0.0056057 0.00448996 0.00443466 0.00433191
threshold=0.10711000000000001 -1.0000000180025095e-35 -0.46970499999999993 1.0000000180025095e-35 -0.016839999999999997 0.10222000000000002 -1.0000000180025095e-35 -0.085679999999999992 0.0016850000000000001 -0.10462499999999998 -0.07773999999999999 0.084630000000000025 0.12811000000000003 0.10887000000000001 -0.16059999999999997 -1.0000000180025095e-35 0.083565000000000014 0.092550000000000007 -0.069974999999999996 -0.078669999999999976 -0.092854999999999979 0.084655000000000022 0.084100000000000022 -0.081419999999999979 -0.49922499999999997 -0.095799999999999982 -0.09601999999999998 0.088175000000000017 -0.43271999999999994 0.11401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 -6 -11 -12 13 16 -15 -16 17 18 19 22 -20 25 -8 -24 -25 26 -22 29 -29 -27
right_child=-2 2 3 -5 5 -7 12 -9 -10 10 11 -13 -14 14 15 -17 -18 -19 20 -21 21 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=-0.0042075616684033963 -0.0041225366907122456 0.0037494625260621208 0.0042095755217737788 -0.0042087911643282454 0.002113827990137132 -0.0034696409886223476 0.0022711370011459482 -0.0030635036915387802 0.002605504456887535 -0.0042093139125522257 -0.0014291963571366167 0.0034043331517517234 0.0017256608949522507 0.0039848972893264936 0.001753298161938193 -0.0041601805503551073 -0.0031036943239352889 -0.0038423788304096946 -0.0025853232858530661 0.002978186147420318 0.0003335265357918478 0.0028647128456448612 0.0024390095436415547 0.0031768935350182715 -0.0033072835190636925 0.00040709363762882981 -0.0025091978576408879 -1.8529096230486377e-05 0.0038755809340123063 -0.0026469653484906138
leaf_weight=0.0025880916265776923 0.0028513068190818549 0.003420131697538408 0.0027609911296835312 0.0028715307581386176 0.0082630934549712265 0.0039772031257498943 0.014957864762775053 0.013005151862891751 0.007172019640243831 0.011199276708152794 0.013298825170181772 0.0065919964301741621 0.022852801690532942 0.0021933956159045911 0.0027527642296263375 0.011236649586081171 0.0058597538475453339 0.0035828206771100204 0.014973392233061489 0.025280291491256435 0.024830886190123636 0.011796259813309007 0.012159507622072852 0.0056764486080282941 0.020821295798513439 0.074485703634447731 0.02428468038247189 0.0089397460919826699 0.012293824780442719 0.0092395977338117774
leaf_count=196 168 131 74 92 45 142 140 462 57 249 72 44 187 6 16 94 71 33 119 214 65 51 36 9 335 563 54 6 51 128
internal_value=0 -4.05846e-06 2.45121e-05 -9.24845e-06 2.29533e-05 -8.14285e-06 2.92933e-05 -0.000796138 -0.000162343 -0.000666777 -0.0014058 0.000172679 0.00018872 6.5638e-05 -0.0020503 -0.00299656 0.000192845 0.000266203 0.000322877 0.00111653 -2.33662e-05 0.000207905 0.00023874 -0.000547667 -0.00191822 4.49471e-06 -0.00107203 0.000508255 0.00223608 7.00596e-05
internal_weight=0 0.383366 0.380778 0.377358 0.374486 0.371725 0.367748 0.0595304 0.0465252 0.0393532 0.0310901 0.0198908 0.308218 0.285365 0.0161828 0.0139894 0.269182 0.263322 0.259739 0.0788954 0.180844 0.165871 0.0536151 0.0386573 0.0264977 0.154074 0.0491156 0.104959 0.0212336 0.0837253
internal_count=3910 3742 3546 3415 3323 3249 3107 929 467 410 365 116 2178 1991 116 110 1875 1804 1771 734 1037 918 520 380 344 867 119 748 57 691
is_linear=0
shrinkage=0.004207


Tree=806
num_leaves=31
num_cat=0
split_feature=1446 39 51 3 402 13 13 13 16 43 131 52 0 41 448 3 150 16 2 403 132 42 4 43 0 48 50 454 3 150
split_gain=0.0025107 0.00259885 0.00447024 0.00424793 0.00493292 0.00411349 0.00396512 0.00426989 0.00418009 0.00384785 0.00358165 0.00345544 0.00497942 0.00315935 0.00318249 0.00314263 0.00310175 0.0044059 0.00446446 0.00303958 0.00405193 0.00402334 0.00444613 0.00630924 0.00438607 0.00387356 0.00529636 0.00446115 0.00590635 0.00421082
threshold=0.091520000000000018 0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.084450000000000011 -0.094679999999999986 -0.084184999999999996 -0.083514999999999992 0.056750000000000009 -0.53890999999999989 0.11163000000000002 0.11588000000000002 -0.084304999999999977 0.077550000000000022 -0.079769999999999994 0.15165000000000003 0.086765000000000023 -0.15168999999999996 0.10066500000000002 -0.088854999999999976 0.079995000000000011 -0.11145999999999999 -0.23071499999999998 -0.46376499999999993 1.0000000180025095e-35 0.12649500000000002 0.086465000000000014 -1.0000000180025095e-35 0.099570000000000006 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 9 11 8 -8 10 -4 -7 12 16 14 -11 -13 17 -1 -19 -9 21 -21 23 -23 25 26 27 -24 29 -29
right_child=-2 2 3 -5 -6 6 7 19 -10 13 -12 15 -14 -15 -16 -17 -18 18 -20 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00090487188883322048 -0.0027052976436171996 -0.0037378380982990823 -0.0037368356682607826 -0.0013959478781771228 -0.0037367620083828459 -0.0037368156161217973 0.0021139665179830147 -0.0034783558829516482 0.002983835216629439 -0.0020463070456781152 0.0035854434991968586 -0.0037393060945509664 0.0025706277132704048 -0.0021840767878752105 0.0032874861462844477 0.0018752793003463156 0.0032436414411497771 -0.0033846677828382665 0.0011582909505471303 -0.0033776870984326269 0.0014365528750575549 0.0032903671827934117 -0.0035378899946545018 -0.0022776225668757533 0.0033149822597012312 -0.002414289888926723 -0.0025455240252642117 0.00037427664559366587 0.0021625640076809558 -0.0011149631131016392
leaf_weight=0.022627454246048725 0.0048301459226447454 0.0026939323117218797 0.0014170768150734104 0.0069065732060380461 0.0020533885287932199 0.010704199901431011 0.0106007747637058 0.0041496083377463569 0.0018214307663040339 0.0016739772036089553 0.0010211970941327317 0.0042406816970057539 0.019284352868972121 0.0018101825036183064 0.023156674278055792 0.0020705063247845601 0.0043444801463863305 0.0086765159660870984 0.0046295536067759721 0.0061353567728090743 0.018265643526703457 0.0031907183292787513 0.0044986219722886736 0.025840120548515699 0.0051276725978368623 0.010287170436612314 0.011087749418027926 0.093379897052538574 0.019368631331872166 0.036992335017288269
leaf_count=91 158 17 13 37 23 489 59 407 50 4 5 50 89 35 321 30 47 97 25 151 171 3 25 198 40 35 229 840 74 97
internal_value=0 5.64034e-06 0.000908271 0.00124639 0.00185245 -0.000103529 -0.000313001 -0.000205887 -0.00228122 0.00226149 -0.0030991 0.000731107 0.00100961 0.00258056 0.0029279 -0.00189733 0.000262231 -9.82316e-05 -0.00180405 -0.000309076 -0.000252916 -0.000395843 -0.000308631 -0.00166566 -9.06657e-05 -0.000190105 -5.17098e-05 0.000127562 0.000237682 -4.82862e-05
internal_weight=0 0.368056 0.0397118 0.0370179 0.0301113 0.328345 0.262471 0.248924 0.0135468 0.0280579 0.0117254 0.0658735 0.0595624 0.0266408 0.0248307 0.00631119 0.040278 0.0359335 0.0133061 0.238324 0.234174 0.215908 0.209773 0.0290308 0.180742 0.175614 0.165327 0.154239 0.149741 0.130372
internal_count=3910 3752 450 433 396 3302 2873 2329 544 373 494 429 349 360 325 80 260 213 122 2270 1863 1692 1541 201 1340 1300 1265 1036 1011 937
is_linear=0
shrinkage=0.0037357


Tree=807
num_leaves=31
num_cat=0
split_feature=1456 151 484 101 1 0 3 3 4 475 0 42 394 40 51 48 133 2 43 16 13 2 42 16 39 131 132 13 14 1
split_gain=0.00247085 0.00254895 0.0024632 0.00247621 0.00277764 0.00540593 0.00501771 0.00397836 0.00414441 0.00512091 0.00447609 0.00388552 0.00431182 0.00662703 0.00388701 0.0046873 0.0047182 0.00797486 0.00497267 0.00396939 0.00395283 0.003838 0.00368328 0.00365916 0.00503717 0.00453752 0.00412468 0.00365207 0.00353963 0.00385708
threshold=-1.0000000180025095e-35 -0.035524999999999994 -0.47092499999999993 -0.08175499999999998 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 -0.08348499999999999 0.018480000000000003 -0.082659999999999997 -0.11756999999999999 -1.0000000180025095e-35 -0.083449999999999983 -0.07334499999999998 -0.031524999999999991 0.086065000000000016 0.086685000000000012 0.10679500000000001 -0.083394999999999983 0.22945500000000005 -0.10023999999999998 0.14808000000000002 0.15788000000000005 0.070590000000000014 0.16168500000000002 0.097135000000000013 0.079995000000000011 0.091035000000000019 0.078275000000000025 0.083930000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 -8 9 -9 -10 12 -7 -14 -13 16 18 -18 -16 20 -20 23 27 26 25 -25 28 -22 29 -6
right_child=2 -3 3 4 21 11 7 8 10 -11 -12 14 13 -15 15 -17 17 -19 19 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00069101886230572959 -0.0038897862452332158 -0.0038874990785044625 -0.0038907694456759385 -0.0038886371222797062 0.0030878025782234649 0.0014184567265921786 0.0038305000774955917 0.0028453243940983097 -0.003888529128421725 -0.0038897083384501403 0.00080272494069759956 -0.0038875633370058314 0.0030592200851676031 -0.0038881445078953946 0.0028585947453516544 0.0029961819252862952 -0.0033120103985615165 0.002222183245292224 0.0033232796565037044 -0.0038904288220844379 -0.0038887721160267585 0.0034059971195470272 0.0033692681706139504 -0.0025089998356311407 0.0030553907401087324 0.0011736613483746582 0.0027474767301634731 0.0023686969840321392 -0.0035523667664980247 0.00026669157662284637
leaf_weight=0.0029248252219034043 0.0024190855635985989 0.0049374555693662003 0.0023975174651695843 0.0099455029373718418 0.0076767682867426848 0.0059843037836131421 0.0026304778664325559 0.0020174313128862318 0.0037544245080880492 0.011023838521163398 0.016910134232535512 0.0027221664890255673 0.0025680426975327473 0.010782442515614221 0.014830184464756258 0.012410981575555979 0.010979574686155402 0.0061289291332755616 0.0055220638896571464 0.0034968704636639805 0.0052294283458067543 0.0060060334988776267 0.0023904194968054071 0.020187852679661944 0.0040632152595208018 0.0067418695153378385 0.011236745071684595 0.0019284943118691444 0.0034996395642536973 0.15790736592162702
leaf_count=41 64 328 6 356 31 42 5 23 41 274 101 114 9 379 28 46 161 35 9 6 100 139 2 291 7 37 131 4 47 1053
internal_value=0 -0.00218426 1.86624e-05 4.56015e-05 7.2676e-05 -0.000373752 -0.00144253 -0.000773007 -0.00113228 -0.00284783 -4.9602e-05 0.000208364 -0.00132295 -0.00255178 0.000659432 0.000856163 0.00033029 -0.00132945 0.00118052 -0.000159799 0.00070584 0.000342308 -0.000807896 0.000255231 -0.000978414 -0.00158704 0.000467266 -0.00220288 0.000315731 0.000397483
internal_weight=0 0.00786228 0.353392 0.350973 0.348575 0.131256 0.0462818 0.0363363 0.0337058 0.0130413 0.0206646 0.0849739 0.0193348 0.0133505 0.0656391 0.0629169 0.050506 0.0171085 0.0333975 0.0185673 0.0150704 0.217319 0.00954834 0.211313 0.0309929 0.0269297 0.180321 0.00715792 0.169084 0.165584
internal_count=3910 369 3541 3477 3471 1735 800 444 439 297 142 935 430 388 505 391 345 196 149 121 115 1736 106 1597 335 328 1262 104 1131 1084
is_linear=0
shrinkage=0.00388662


Tree=808
num_leaves=31
num_cat=0
split_feature=151 4 11 150 15 15 128 1456 149 1373 39 376 376 156 48 48 0 1 51 4 0 15 15 3 3 12 43 16 42 16
split_gain=0.00236115 0.00286152 0.00446197 0.00358813 0.00357622 0.00465334 0.00396407 0.00364124 0.00332221 0.00358394 0.00334832 0.00367824 0.00325584 0.00302977 0.00330183 0.00407471 0.00530767 0.00345688 0.00430458 0.0037778 0.0036739 0.00518646 0.00380497 0.00311536 0.00454856 0.00370026 0.00677826 0.00464494 0.00661827 0.00725939
threshold=-0.52174999999999983 0.27020000000000005 0.08184000000000001 0.081245000000000026 -0.11739999999999999 -0.106555 0.086435000000000012 -1.0000000180025095e-35 0.089090000000000016 0.099250000000000019 0.16168500000000002 0.11605500000000001 0.087570000000000009 0.10477500000000002 0.09227500000000001 0.092250000000000013 -0.230625 0.10080500000000002 0.089355000000000004 0.22584000000000001 -0.086034999999999986 0.05377500000000001 -0.064869999999999983 0.084925000000000014 0.045635000000000002 0.10129000000000001 -0.17307499999999998 -0.083144999999999983 0.085545000000000024 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 7 -7 9 10 11 12 13 14 15 16 -9 18 19 23 -19 22 -22 24 25 26 -18 -28 29 -29
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 20 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0029752854803228499 -0.0015855850159479134 0.00045552788869935825 -0.0027808963301607795 0.0034522011877998761 0.0020180291061318227 -0.0028742607577160783 -0.0028085682448067773 0.0033925454986148697 -0.003029504549227222 -0.003128846108416111 0.0034552547147193597 -0.0031218613976376859 0.0034537496081741125 -0.0032037276642789513 0.0011468785448580706 -0.0034451384085733582 0.0025768466397307487 0.0024306054028685083 -0.0026273405059479117 -0.0030629951324709268 -0.0022014640643663944 -0.0031346394633886342 0.0022860443659957672 0.00093750209747943175 -0.0034553577837471983 -0.0034536914106778316 0.00059817366472290098 -0.0034537352738037534 -0.0033084366688783916 0.0003009718653320349
leaf_weight=0.0032032083292250482 0.01693565958495924 0.033048181383328767 0.0072723703595052305 0.0055598171811936927 0.013583291123950403 0.0051077897812552555 0.006074607873891579 0.0055692447892852206 0.0040586881910584785 0.0039865420175146929 0.0036400820117705726 0.0040970743439174831 0.0035559468826420462 0.0032094006542342504 0.035221009810001647 0.0040046186850304357 0.010949273166929174 0.013020989858318899 0.0084161077626419001 0.0049340924721263937 0.0029931468149300136 0.0045990678910072793 0.0090706594705380911 0.033226259742463071 0.0050790815641335021 0.0038158716521810012 0.040328193848278446 0.0073864998875192564 0.011222587388411753 0.03614809039403169
leaf_count=65 223 355 157 100 42 310 227 12 42 23 19 12 22 104 183 3 54 70 143 12 51 24 59 74 13 158 432 208 435 278
internal_value=0 1.44906e-06 -0.000109742 0.000887069 -4.50406e-05 4.70536e-05 -5.2208e-05 1.1302e-05 6.83117e-05 0.00011772 0.000169389 0.000120935 0.000175666 0.000126933 0.00017223 1.24249e-06 7.13863e-05 -2.5357e-05 -0.000224308 -9.22015e-05 0.00105711 -1.61914e-05 0.00117265 6.73605e-06 -0.000262349 -0.000114716 5.44336e-06 -0.000290659 -0.000945277 -0.000336088
internal_weight=0 0.346114 0.307506 0.038608 0.300234 0.283298 0.269715 0.26364 0.258533 0.254474 0.250487 0.246847 0.24275 0.239194 0.235985 0.200764 0.196759 0.19119 0.161506 0.15309 0.0296839 0.0166629 0.0120638 0.148156 0.11493 0.109851 0.106035 0.0950854 0.0547572 0.0435346
internal_count=3910 3845 3390 455 3233 3010 2968 2741 2431 2389 2366 2347 2335 2313 2209 2026 2023 2011 1807 1664 204 134 110 1652 1578 1565 1407 1353 921 486
is_linear=0
shrinkage=0.00345121


Tree=809
num_leaves=31
num_cat=0
split_feature=4 151 11 3 3 0 15 129 403 133 2 159 15 0 4 156 132 159 3 14 47 51 16 474 151 16 151 1374 457 483
split_gain=0.0078391 0.00934944 0.00845712 0.00817026 0.0102928 0.00980476 0.0106553 0.00887645 0.014097 0.0096567 0.0114698 0.00842396 0.00788346 0.00936693 0.00731341 0.00716216 0.00760903 0.00698946 0.00666927 0.00632011 0.00872931 0.00808487 0.00620501 0.00591143 0.00604421 0.0100854 0.00942039 0.0112208 0.01089 0.00814829
threshold=0.27608500000000008 -0.27336999999999995 0.08184000000000001 -0.10628499999999998 -0.078884999999999997 -0.12329499999999999 0.15514500000000001 0.086720000000000005 0.086810000000000012 0.083815000000000014 0.087005000000000013 0.09678500000000001 0.079360000000000014 0.039665000000000006 -0.48072499999999996 0.094860000000000014 0.10071500000000001 0.092630000000000018 -0.08824499999999999 -0.46879999999999994 0.096475000000000019 0.13881000000000002 -0.53943499999999989 0.084655000000000022 0.056555000000000001 -0.08909499999999998 0.015440000000000001 -0.095439999999999983 0.088175000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 -5 7 9 -9 -7 18 -12 14 -14 -1 16 23 -16 -11 -3 21 -21 -22 24 26 -26 27 -6 29 -29
right_child=1 19 -4 4 15 6 -8 8 -10 10 11 -13 13 -15 17 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00031636644493315792 -0.0012483429174146884 -0.00029705874026794476 -0.0010716373704937668 0.0012872073425887905 -0.0013315640152617985 -0.0012380535832399052 0.0011280442983132894 -0.0013736808939965931 0.00098919411221844015 -0.0013731751191295189 -0.0013743719787257642 0.00091415329650286145 -0.00086635616880952526 0.001296876366429904 0.0010628430624023517 -0.001052177957254684 -0.0012747657688857198 -0.00021342076332284509 0.0008207874932369616 0.0013074116438690367 0.0008592780597752544 -0.00070734698615301773 -0.00073324533714692669 0.00076296959399790398 -0.0012438262634239131 5.9194298082412848e-05 0.0012845398047096215 -0.00117641135890754 0.0012158019946293766 7.4954606941313737e-05
leaf_weight=0.013747035759479331 0.0061337337665463556 0.014389105321811257 0.015873678701197491 0.0057408056172789648 0.010859944042749703 0.050307900865398381 0.0067307249139503247 0.0073431715347140871 0.013521626568063994 0.0031379643627857936 0.018747364567488489 0.0036162647718924737 0.016874280485239979 0.0048589644934509115 0.041074597986863637 0.011999503452997828 0.0082774938116472185 0.010070376084854615 0.01556210353468046 0.034806106495523181 0.0080905747463475564 0.0042076848349097409 0.010722984241965605 0.021009546248535571 0.018198892671080102 0.029092716760260373 0.011882578809718325 0.010240168306978603 0.015313758037109437 0.23203115222832338
leaf_count=23 20 56 160 13 6 828 12 135 26 46 349 33 107 7 86 120 44 27 196 318 17 5 25 92 21 50 10 98 23 957
internal_value=0 0.00037891 -8.2997e-05 -5.59506e-05 -0.000124195 -0.000465161 -0.000549722 -0.000650336 0.000157602 -0.000834829 -0.000340832 -0.00100431 0.000332927 -0.000382716 0.000572606 -8.93287e-06 2.6142e-05 0.000811548 0.00045263 0.000517121 0.000719713 0.00109012 -4.83973e-05 5.70294e-05 1.17589e-05 -0.000442238 8.83487e-05 3.53999e-05 9.3032e-05 2.20627e-05
internal_weight=0 0.0783502 0.596113 0.580239 0.493614 0.124708 0.118967 0.112236 0.0208648 0.0913716 0.0410637 0.0223636 0.0866253 0.0217332 0.064892 0.368906 0.356906 0.051145 0.0187001 0.0722165 0.0578274 0.0390138 0.0188136 0.348629 0.327619 0.0472916 0.280328 0.268445 0.257585 0.242271
internal_count=3910 441 3469 3309 3059 1638 1625 1613 161 1452 624 382 250 114 136 1421 1301 113 242 421 365 323 42 1257 1165 71 1094 1084 1078 1055
is_linear=0
shrinkage=0.00137286


Tree=810
num_leaves=31
num_cat=0
split_feature=9 2 1374 3 0 457 457 457 123 453 133 1452 1374 1374 160 0 15 4 1212 47 133 160 394 10 15 2 457 49 15 3
split_gain=0.00229965 0.00236829 0.00659975 0.00555008 0.00391387 0.00383249 0.00368197 0.00371299 0.00326416 0.00348075 0.00327195 0.00317654 0.0033175 0.00616552 0.0031711 0.00372681 0.00554122 0.0049217 0.00312373 0.00383765 0.00510753 0.00546453 0.00663135 0.00385712 0.00466097 0.0038555 0.00303053 0.0027918 0.00342592 0.00326261
threshold=-0.016839999999999997 0.086545000000000025 -1.0000000180025095e-35 0.084925000000000014 -0.12329499999999999 0.68051500000000009 0.53894500000000012 0.51278000000000012 0.086020000000000013 0.096095000000000014 -0.081204999999999986 1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.091575000000000017 1.0000000180025095e-35 -0.11739999999999999 0.22584000000000001 -0.5172699999999999 0.09550500000000002 0.065880000000000008 0.031805000000000007 -0.083449999999999983 -0.012684999999999998 -0.064869999999999983 0.084235000000000018 0.088055000000000008 -0.084114999999999981 0.10043500000000001 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 -5 6 7 8 9 11 -10 12 -3 -14 15 16 -4 18 -18 20 21 22 -20 -21 -25 -22 27 29 -29 -15
right_child=1 5 3 4 -6 -7 -8 -9 10 -11 -12 -13 13 26 -16 -17 17 -19 19 23 25 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.003531147172963856 -0.0038144883671720458 -0.0020619328768862947 -0.0033780640184368467 0.0030427754396323476 -0.00098768034042523954 0.0038254248343457097 -0.0038131175816078829 0.0038130815535314475 -0.0025726694534745245 -0.0035553890847258669 0.0032490725366772564 -0.0034081873721624844 0.0035577682612014392 0.0010679192285508172 -0.0038125056043520496 0.0027080462038699374 0.0034765694268481875 0.0019403792031972632 0.0021475504920562042 0.0038268854030156685 0.0022256448089355094 0.0026466393581265585 -0.0031811386868370642 -0.0038117367181204355 0.001360949375162188 -0.0038121972940981528 0.001654410353208791 0.00026522086205778441 -0.0030335745076801751 -0.002158634483787049
leaf_weight=0.0026141797086225429 0.0080779640727541846 0.0094789395513430463 0.0095308294451408315 0.011339130573333023 0.0050588449852853037 0.0041042100074264445 0.0034210593148600301 0.0039891872178259282 0.0016935305855270153 0.0039278394735902103 0.0081330432542188191 0.003744290673131089 0.0078306847351541364 0.0062363400867866394 0.004264958980517263 0.0051175805561456391 0.0024785682243617648 0.012027246897559962 0.0038378415034596705 0.0042867884039878854 0.0077169195178168337 0.0032114064391208777 0.02911111372185804 0.0038615115203270997 0.0073307247498775032 0.001916987947721438 0.016509710308753256 0.12949131284556969 0.0047382368316295489 0.016829410419063606
leaf_count=121 22 36 83 38 39 3 5 12 27 27 136 111 12 26 83 63 20 28 83 1 188 13 623 71 47 99 115 1482 183 113
internal_value=0 -5.64323e-05 -0.000489102 -0.000247296 0.00179936 0.000177798 0.000108497 0.000171601 0.000101967 -4.00538e-06 0.00224574 6.75811e-05 0.000135678 0.000250364 -0.000601718 -0.000450283 -0.000639745 -0.000295343 -0.000717128 -0.000886768 -0.00144118 -0.00209802 -0.00256046 0.000753454 -0.000423715 0.00102421 0.00010135 -6.16588e-05 0.000148775 -0.00128626
internal_weight=0 0.339296 0.119168 0.11109 0.016398 0.220128 0.216024 0.212603 0.208613 0.198787 0.00982657 0.194859 0.191115 0.181636 0.0946925 0.0904275 0.0853099 0.0757791 0.0637519 0.0612733 0.0457943 0.0361604 0.032949 0.015479 0.0111922 0.00963391 0.173805 0.157295 0.13423 0.0230658
internal_count=3910 3789 1501 1479 77 2288 2285 2280 2268 2105 163 2078 1967 1931 1402 1319 1256 1173 1145 1125 1006 719 706 119 118 287 1919 1804 1665 139
is_linear=0
shrinkage=0.00381041


Tree=811
num_leaves=31
num_cat=0
split_feature=132 2 149 147 41 124 42 42 394 38 3 483 4 39 402 1365 130 158 155 3 15 0 4 1374 13 1213 34 1374 1375 393
split_gain=0.00230865 0.00277803 0.0026934 0.00258949 0.00266387 0.0032574 0.00461455 0.00299397 0.00347997 0.00275723 0.00371295 0.00365305 0.00301961 0.0028076 0.0036925 0.00347306 0.00329737 0.00314779 0.00337945 0.00315109 0.00462435 0.00401627 0.00362084 0.00354897 0.00369297 0.00352662 0.00337892 0.0034076 0.00438524 0.0033782
threshold=0.13213000000000003 0.15305000000000002 0.10770500000000001 -1.0000000180025095e-35 0.078535000000000008 0.51367000000000018 -0.11403999999999999 -0.10298999999999998 -0.088129999999999986 0.13481500000000002 0.31335500000000011 0.088030000000000011 0.50657000000000008 0.005105000000000001 0.084450000000000011 0.085225000000000009 1.0000000180025095e-35 0.085745000000000002 0.10222000000000002 -0.11266 0.079360000000000014 0.37339500000000009 -0.51381999999999983 1.0000000180025095e-35 0.16421000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.012944999999999998 0.087895000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9 10 11 13 -13 15 -15 16 17 18 19 20 21 -10 -21 24 25 -24 -27 -28 -29 -30
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.0031087171913595029 -0.0033603150199812619 0.0022790962594836069 -0.0032972278606519427 -0.0026576559947507172 -0.0013409049203817807 0.0031187776188154972 0.002509785196475706 -0.0032564124185448262 0.0025633099879640978 -0.0033851029307635366 0.0033841580556089688 -0.0027900771690594242 0.0033846235606653226 0.0019818605972837305 -0.0033843480786867062 -0.0033852967281728292 -0.0033846349392490926 -0.0019045866519468979 -0.0033845535391792071 -0.0033859233976214326 -0.0012431929341982007 -0.00049687876844770149 -0.003383978636654923 -0.0024664968302924553 -0.0031550054942324083 -0.0030447355792140919 -0.00074951051548458362 0.0027065929945150244 0.00055363055807199015 -0.0027467390896359122
leaf_weight=0.0030654740695155161 0.0023586392556982352 0.006006437252310092 0.0028862035342172012 0.0070539082563536573 0.015736829994722257 0.0040035428146438781 0.0058420669862222488 0.0035707151703050491 0.021004844638440545 0.0025675169343912776 0.0039745877668977405 0.0077027344309374968 0.001027660702106914 0.015673720744082686 0.0016197039411451888 0.0032877715210020133 0.0030427073311258815 0.0081692954289493969 0.0029205053119802918 0.003329907220980032 0.0069438339863268075 0.0064076062799358615 0.0028972775498514727 0.0056611103220873807 0.0035708110127892203 0.0032408526431026976 0.02379634027934685 0.010788337257793046 0.13864024594379831 0.0036439166748394305
leaf_count=31 70 133 27 170 182 10 34 95 101 10 86 256 24 255 23 31 270 218 151 22 32 10 307 78 38 26 58 23 1099 40
internal_value=0 -8.18508e-07 -4.33377e-05 -1.39146e-05 1.60964e-05 8.7189e-05 4.62376e-05 0.00011216 6.27495e-05 0.000105091 0.000137401 9.01958e-05 -0.00206325 0.000161238 0.00147926 6.90865e-05 0.000115622 0.000159811 0.000232239 0.00027818 0.00122323 0.001848 0.00011216 0.000172752 0.000252832 0.000319325 0.000378897 0.00044163 0.000626803 0.000469108
internal_weight=0 0.328076 0.32207 0.319184 0.316118 0.300382 0.296378 0.289324 0.283482 0.279911 0.277344 0.273369 0.0087304 0.264639 0.0172934 0.247345 0.244058 0.241015 0.232846 0.229925 0.0343563 0.0274125 0.195569 0.192239 0.186578 0.183007 0.18011 0.176869 0.153072 0.142284
internal_count=3910 3840 3707 3680 3649 3467 3457 3287 3253 3158 3148 3062 280 2782 278 2504 2473 2203 1985 1834 143 111 1691 1669 1591 1553 1246 1220 1162 1139
is_linear=0
shrinkage=0.00338353


Tree=812
num_leaves=31
num_cat=0
split_feature=1426 4 480 1211 482 1374 1 0 3 42 394 40 133 48 133 2 3 4 475 0 4 133 1212 43 16 403 160 15 15 13
split_gain=0.00222608 0.00295734 0.00282763 0.00251104 0.0023893 0.00236285 0.0024719 0.00442377 0.00448644 0.00363531 0.00394694 0.00499061 0.00357229 0.00347314 0.00424168 0.00619373 0.00339938 0.00376681 0.00409017 0.00353565 0.00338682 0.00332085 0.00349489 0.00317796 0.00391894 0.00284917 0.00334413 0.00276806 0.00329637 0.00482297
threshold=-1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.082530000000000006 0.092060000000000017 0.09309000000000002 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 -1.0000000180025095e-35 -0.083449999999999983 -0.07334499999999998 -0.26719999999999994 0.086065000000000016 0.086685000000000012 0.10679500000000001 -0.08348499999999999 0.018480000000000003 -0.083684999999999982 -0.11756999999999999 -0.071454999999999991 -0.15129499999999999 -1.0000000180025095e-35 -0.083899999999999988 0.22945500000000005 0.03138500000000001 -0.40446999999999994 -0.24219999999999997 -0.19153499999999998 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 -9 -12 -8 14 23 -16 -10 18 -18 -19 -17 -14 -23 -11 -25 26 -24 -28 -29 -30
right_child=1 -3 -4 -5 -6 -7 12 9 16 13 11 -13 21 -15 15 20 17 19 -20 -21 -22 22 25 24 -26 -27 27 28 29 -31
leaf_value=-0.0040493591418907715 -0.0040453185651362512 0.0030674158575746202 -0.0031333141284951255 -0.0038597874873606817 -0.0036666878229769111 -0.0030460570478409044 -0.0040451288813100859 0.0014274904614854042 0.0039679216177916374 0.0025904415871033678 0.00294929164894631 -0.0040449974341356066 0.003561853635472088 0.002730426097263232 -0.0033695242081125663 0.0040430533259522058 0.0027082348998077074 -0.0040451749362263633 -0.0040462482921868525 0.00072752980786369562 -0.0023935593343473796 -0.0040445699327828696 -0.0034972641974483172 0.00092847899862976368 -0.0040473921020102062 0.0032257494828465969 0.0025953175798268699 -0.0029100214500144051 0.0020423268859809415 9.0759596997191147e-05
leaf_weight=0.0022358696984881013 0.0084634510772563232 0.0050562042784605401 0.0047887977187031075 0.0027345156033362619 0.002828783403426626 0.00393520629802424 0.0029133403114727221 0.0053706997676243864 0.0023276837162029542 0.01339291191771963 0.0020350081049400623 0.0092505536676537048 0.005501984580639884 0.011285738928933142 0.010125467299008761 0.0038951845270958074 0.0017396157980513758 0.0030097177344146067 0.0093162236843795654 0.016191470962272803 0.0020349785923503552 0.0028820779660989606 0.0036173030043826762 0.012799205328992258 0.0032440199120991045 0.0058229287338917848 0.0091433328331262942 0.0050425130621078998 0.024814829928729409 0.12504415825989312
leaf_count=79 356 182 234 204 136 54 63 39 5 39 8 363 32 49 165 7 21 43 245 93 62 71 82 113 13 30 106 26 222 768
internal_value=0 -4.53986e-07 -4.99252e-05 -2.10296e-06 3.23674e-05 6.68787e-05 0.000107813 -0.000359086 -0.00142225 0.000235205 -0.00142589 -0.00278379 0.000397079 0.000722504 0.000224373 -0.00144749 -0.000740944 -0.0011032 -0.00298344 -2.05746e-05 0.00183428 0.000468238 0.000371729 0.00113627 -7.76669e-05 0.000445097 0.000348524 0.000433327 0.000305711 0.000413915
internal_weight=0 0.318608 0.313552 0.308763 0.306028 0.3032 0.299264 0.114482 0.0410482 0.0734338 0.0166563 0.0112856 0.184782 0.0567775 0.0454918 0.0160556 0.0325847 0.030257 0.0110558 0.0192012 0.00593016 0.181869 0.176367 0.0294361 0.0160432 0.173485 0.167662 0.164045 0.154902 0.149859
internal_count=3910 3831 3649 3415 3211 3075 3021 1621 763 858 410 371 1400 448 399 234 407 402 266 136 69 1337 1305 165 126 1234 1204 1122 1016 990
is_linear=0
shrinkage=0.00404364


Tree=813
num_leaves=31
num_cat=0
split_feature=39 1 0 51 484 15 48 1 1 48 47 454 0 15 13 13 403 3 0 12 3 43 4 0 1186 42 48 12 12 151
split_gain=0.00694755 0.00761297 0.00819518 0.00752665 0.00687474 0.0106047 0.00742653 0.012512 0.00983635 0.0111063 0.0129931 0.00694391 0.00774069 0.0082834 0.00670496 0.00670202 0.00646889 0.00682915 0.00644209 0.00612863 0.0102407 0.00661869 0.00893798 0.0072391 0.00573011 0.00686662 0.00743238 0.00916636 0.0107078 0.00724693
threshold=0.005105000000000001 0.086245000000000002 0.12007500000000002 -0.40274499999999996 -0.0043499999999999988 1.0000000180025095e-35 0.12649500000000002 0.13429500000000003 0.10752500000000002 -0.086624999999999994 0.13206500000000002 -1.0000000180025095e-35 -0.230625 -0.095799999999999982 -0.094679999999999986 -0.084184999999999996 -0.088854999999999976 0.096385000000000012 0.076335000000000014 0.10129000000000001 -0.22254999999999997 -0.15426499999999996 -0.48072499999999996 0.16242500000000001 0.085080000000000003 0.092145000000000019 0.092755000000000018 0.085325000000000012 0.089745000000000005 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 8 -8 11 -10 -11 -6 13 -13 -14 18 -17 19 -16 21 -21 -18 -23 24 25 26 27 29 -29 -24
right_child=1 3 -4 -5 6 -7 7 -9 9 10 -12 12 14 -15 15 16 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00098144302807642099 -0.00096592023182299309 -0.0012445950132653188 0.00072791622776565085 0.00070108896054809353 -0.001244607087902961 0.00062332748858239114 -0.0011015547463760209 0.00071301540663014069 -0.00097664227487027932 0.00060378734284083661 -0.0012450274416926431 -0.00029080963382389175 0.00021646222539943013 0.00103838928883414 -0.0012438313895395893 -0.0012438156783310475 0.00062246206489382052 -0.00094344028361956396 0.0012456953720232093 0.0012335024948752276 -0.0012015781128550547 -0.0012453598872937061 0.00066718411204365964 0.001245174648160796 0.00062238240419897506 -0.0012448206264078308 0.00075772262791511016 -0.0012261983861016209 -2.8685621544736263e-05 -0.00013996928076198014
leaf_weight=0.026773724946671962 0.011876456253389733 0.003274575330578954 0.0070309099546648204 0.050195399588233158 0.0078130731167220802 0.0083532616412966831 0.02249485794800421 0.007952329939143965 0.0088978936755665927 0.0862529640715195 0.0063070790074561947 0.011642347732049529 0.075339774523655478 0.019210101520911849 0.014666119802747346 0.0081486829613588441 0.022871438458082594 0.014614337082079487 0.0018048877827823153 0.0032560261627168066 0.014842930843027347 0.0097421987703967261 0.022468253114311665 0.0067019808921031645 0.016742159990172922 0.0082776616603155162 0.014737035601122273 0.022999041958740918 0.023181334662872644 0.07333004116427233
leaf_count=418 74 10 14 361 36 170 60 17 18 339 14 21 215 42 364 377 67 59 1 9 211 84 33 9 48 149 27 295 235 133
internal_value=0 0.000342125 -0.000336049 0.000581933 -6.72863e-05 -0.000599826 -3.16069e-05 -0.000627617 5.13892e-06 0.000350253 0.000477808 -8.40952e-05 -6.05182e-05 0.000536808 -0.000112618 -0.000201678 -0.000153295 -0.000118278 -0.00097103 -6.78522e-05 -0.000763504 -1.08945e-05 -8.39887e-05 -2.39459e-05 -7.07481e-05 -0.000141081 -8.27822e-05 -0.000170024 -0.000625078 4.93381e-05
internal_weight=0 0.0723773 0.0189074 0.05347 0.559422 0.035127 0.524295 0.0304472 0.493847 0.101458 0.09256 0.392389 0.384576 0.0308524 0.353724 0.278384 0.261913 0.253764 0.016471 0.23915 0.018099 0.221051 0.19818 0.188438 0.181736 0.164993 0.156716 0.141979 0.0461804 0.0957983
internal_count=3910 459 88 371 3451 588 2863 77 2786 371 353 2415 2379 63 2316 2101 1736 1359 365 1300 220 1080 1013 929 920 872 723 696 530 166
is_linear=0
shrinkage=0.00124344


Tree=814
num_leaves=31
num_cat=0
split_feature=1429 4 11 151 3 4 52 41 1211 147 0 1 4 1 15 0 131 52 159 52 15 2 1 49 13 15 0 51 403 51
split_gain=0.00636406 0.00729247 0.00976088 0.00888059 0.00682117 0.00774164 0.00576556 0.00595965 0.00579222 0.00573622 0.00551425 0.00542949 0.00680217 0.00667887 0.011836 0.0103815 0.0061905 0.00933331 0.00747114 0.00733261 0.00752962 0.00789855 0.0077105 0.00861285 0.00729107 0.006805 0.0112654 0.0101995 0.00717035 0.00659065
threshold=-1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.14539499999999997 -0.48072499999999996 0.18936500000000003 0.080335000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.18055000000000002 0.10285500000000002 0.22584000000000001 0.11215000000000001 0.035895000000000003 -0.18087499999999998 0.10100500000000001 0.14114500000000005 0.09141500000000001 0.11401500000000002 -0.0058549999999999991 -0.018734999999999998 0.094385000000000011 -0.088329999999999978 0.16421000000000002 0.05377500000000001 0.14676000000000003 0.083165000000000017 -1.0000000180025095e-35 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 8 10 -8 11 12 16 14 -13 -15 17 18 19 20 22 -22 23 -6 25 26 -23 28 -27 -25
right_child=1 3 -4 -5 6 -7 9 -9 -10 -11 -12 13 -14 15 -16 -17 -18 -19 -20 -21 21 24 -24 29 -26 27 -28 -29 -30 -31
leaf_value=-0.00098767872439329716 -0.00050053856625105692 -0.0012350308619754784 -0.001053971395211063 0.00052761971444265695 -0.0013209954049640503 0.0009352827001332868 -0.00085649553522271844 -0.0013199943862640001 -0.0013199694909956309 0.0011058114688219155 0.0013221121119252818 0.0010603992868831803 -0.0010830117262211009 -0.0013147053171191189 -0.00071305601244270691 0.0001971840513888686 -0.0013201529585332565 0.0012262918495622678 -0.00098270524548440099 -0.0013216043373780262 -0.0013200959634274035 0.0011095248900647482 0.00060792007366735799 -6.8777915880562467e-05 -0.0013209154121291457 -0.0013198230198969399 -0.00030562916512499899 -0.0013222582333365525 0.00034522501481196757 -0.000933670513048939
leaf_weight=0.011666879563087207 0.0089138382861619903 0.0053851564161959678 0.016524545929186729 0.065654379519202166 0.013337704083937751 0.024538201986075592 0.024627176454192323 0.0061435703112238107 0.0058215106240453443 0.0028992084116907782 0.0054652654716846874 0.03076156882457326 0.011644921227770055 0.0090760883795155678 0.0083263036699463555 0.06145021377676585 0.006626604222766729 0.0099549205376661121 0.014925085432608398 0.0074300206673925109 0.0056313230779778669 0.035811614712486062 0.01787141682808624 0.099503562988690675 0.0048325789342840144 0.004777791326141311 0.013482180123105536 0.0078677739821984005 0.078412681798070594 0.018137478751924618
leaf_count=181 19 20 121 446 46 103 385 54 201 5 9 99 35 11 21 221 157 20 179 52 22 69 60 552 52 360 16 62 288 44
internal_value=0 -4.05961e-06 -5.503e-05 0.000394002 -2.43631e-05 0.000552685 -6.26015e-05 -2.87357e-05 -1.18982e-05 -0.000649816 4.46651e-06 -1.11932e-05 -9.14049e-05 0.000245106 0.000682627 2.61775e-06 -5.73024e-05 -3.20946e-05 -7.09962e-05 -2.66865e-05 5.42016e-06 0.00021322 -0.000205124 -0.00031606 0.000272693 0.000327564 0.000722471 0.000113784 0.000249598 -0.000202124
internal_weight=0 0.625835 0.554795 0.0710395 0.538271 0.033452 0.504819 0.477292 0.471149 0.0275264 0.465327 0.459862 0.350248 0.109614 0.0390879 0.0705263 0.338603 0.331976 0.322021 0.307096 0.299666 0.150816 0.14885 0.130979 0.145185 0.140352 0.0492938 0.0910582 0.0831905 0.117641
internal_count=3910 3729 3263 466 3142 122 3020 2630 2576 390 2375 2366 2014 352 120 232 1979 1822 1802 1623 1571 869 702 642 847 795 85 710 648 596
is_linear=0
shrinkage=0.00131955


Tree=815
num_leaves=31
num_cat=0
split_feature=156 0 31 448 1348 52 13 131 1365 39 42 0 454 454 150 158 48 1373 0 2 403 13 159 50 48 48 160 3 151 16
split_gain=0.00220305 0.00238227 0.00213492 0.00224765 0.00250521 0.00287837 0.00258253 0.00423577 0.00329177 0.00331458 0.00426264 0.00414594 0.00320384 0.00323732 0.00304997 0.00367569 0.00321297 0.00300378 0.00285732 0.00292506 0.00281828 0.00276529 0.00285939 0.00355116 0.00348039 0.0060373 0.00353757 0.00347589 0.00346837 0.00673
threshold=-1.0000000180025095e-35 -0.26606499999999994 -1.0000000180025095e-35 -0.083779999999999979 0.084620000000000015 0.18936500000000003 -0.089899999999999994 0.094610000000000014 0.085225000000000009 0.005105000000000001 -0.034284999999999989 -0.017269999999999997 0.086995000000000003 1.0000000180025095e-35 0.086765000000000023 0.085745000000000002 0.084905000000000022 0.099250000000000019 -0.068039999999999975 0.11290500000000002 -0.088854999999999976 -0.084084999999999979 -1.0000000180025095e-35 0.10583000000000002 0.12675000000000003 0.09227500000000001 0.092810000000000017 -0.078244999999999995 0.056555000000000001 -0.097709999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 14 9 12 11 -11 13 17 15 16 -5 20 19 -18 -8 -22 -23 24 25 28 27 -27 -24 -30
right_child=1 2 3 4 -6 -7 8 -9 -10 10 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0040441385125143756 0.0035894096058636379 0.0037426775995694356 -0.0026037612810890761 0.0015846380729181624 0.0029676239935157709 -0.0018079330400619629 -0.0037102598717650035 -0.0036029003600251516 -0.0040457652632869285 -0.0025344411480724936 0.0030288454030215064 0.003268485338322765 -0.004045363262207247 0.0040505335148678856 0.0038951088690411225 -0.0039767598307192597 -0.0033076467086523187 -0.0040458385731347865 0.00245188324314396 0.0006465251894379831 -0.0029246709539862159 -0.0040450206205770037 -3.5973569068027539e-05 0.0032332754128754351 -0.0027575479605492299 0.0033044615775750549 0.0035490438042385833 -0.0017166784112390193 0.0020336749843012187 -0.0037447641276857242
leaf_weight=0.0022191283120722707 0.0029929697346915409 0.0024267416005372402 0.0055985859534786178 0.037310468077855319 0.0045263981427581248 0.014705371317408122 0.0036797465172515578 0.0034834099416514155 0.0035470226809621854 0.0062012925139036668 0.01171832134244255 0.0029807957616867498 0.0036291908395469355 0.002871998935006558 0.0053594640218079794 0.0026170510154361884 0.0067733984732853969 0.0033922976608948821 0.0038906004870113966 0.0055779908105364484 0.0056360459847288871 0.0028786554642126197 0.12478820076197383 0.0054421828260249319 0.0076106044177208778 0.003675064490419544 0.011643853917121305 0.0058309642849962984 0.0046709966718481146 0.011192544843481755
leaf_count=197 27 113 55 294 51 401 425 34 35 58 195 6 18 2 68 43 50 26 21 33 328 105 1093 79 22 27 17 25 21 41
internal_value=0 -1.08181e-06 -3.53427e-05 -6.48006e-05 -1.82921e-05 -6.31779e-05 2.64069e-05 0.000734985 -0.000181671 -0.000118754 0.00141236 -0.000650628 -0.000281243 -0.000210576 0.000980571 0.000702477 0.000931147 -0.000274837 -0.000570029 -0.00152191 -0.000206447 -0.000136134 -4.77076e-05 1.81008e-05 -8.51832e-05 4.05159e-05 0.0020548 0.000224512 -0.000262373 -0.00204331
internal_weight=0 0.316652 0.313659 0.311233 0.305634 0.301108 0.286402 0.0650124 0.22139 0.217843 0.0209004 0.00918209 0.196942 0.193313 0.061529 0.0561695 0.0535525 0.190441 0.016242 0.0123514 0.187049 0.183369 0.177733 0.174854 0.169412 0.161802 0.0211499 0.00950603 0.140652 0.0158635
internal_count=3910 3713 3686 3573 3518 3467 3066 543 2523 2488 259 64 2229 2211 509 441 398 2209 104 83 2183 1758 1430 1325 1246 1224 69 52 1155 62
is_linear=0
shrinkage=0.00404364


Tree=816
num_leaves=31
num_cat=0
split_feature=1 52 1446 11 4 3 0 1374 52 2 4 3 4 3 0 0 0 12 13 393 42 42 43 47 10 159 151 13 150 16
split_gain=0.00716619 0.00898563 0.00764444 0.00751629 0.00886415 0.00836882 0.00875813 0.0133574 0.0083212 0.0138197 0.0113078 0.0108577 0.0101105 0.0117845 0.00972399 0.0172636 0.0120079 0.00819258 0.00884523 0.00668857 0.00665209 0.0153726 0.0114603 0.00720794 0.00880228 0.00642119 0.00629898 0.00711141 0.00801194 0.00595902
threshold=0.099595000000000017 -0.42985499999999993 0.091520000000000018 0.08184000000000001 -0.076329999999999995 -0.15653499999999998 -0.23029999999999998 -0.094679999999999986 0.11401500000000002 0.106285 -0.49837999999999999 0.084925000000000014 -0.078484999999999985 -0.084014999999999992 -0.077944999999999987 -0.083424999999999985 -0.084074999999999997 -1.0000000180025095e-35 -0.123625 0.086855000000000016 0.091330000000000008 0.092145000000000019 -0.11046999999999998 0.09550500000000002 -0.012684999999999998 0.088320000000000023 -0.50701999999999992 -0.091229999999999992 -0.22988499999999998 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 -6 7 -7 9 10 -1 12 13 14 15 16 -12 -15 -19 20 23 -22 -23 26 -25 -16 -8 -28 -29 -30
right_child=1 2 -4 -5 5 6 19 -9 -10 -11 11 -13 -14 17 25 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0008209042299347942 -0.0012688682620936669 0.0002405853396615906 -0.0012589238642167384 -0.0010841676026134722 0.0010280650039648813 -0.00039087217730317177 0.0010651346921074832 0.00069992070427537319 -0.0007471476924149074 0.0011563052072112198 -0.00089838669183333372 0.0011390466557195001 0.00089841545795971308 0.0012689704747365709 0.0010340336661545323 -0.0012691759338994565 0.0011359420487555161 0.0012714215193696387 -0.0012701644065083316 0.00097137551004267185 0.0010405231424630958 0.001165672651016737 -0.0010075255187948153 0.0012778315116419368 -0.00092916017789246947 -0.00022046395433791187 -0.00018167789663274241 0.00058022561781277487 -0.0010362784871805366 -0.0002884073643040146
leaf_weight=0.019631203067490333 0.0068524215997740603 0.2281418833402995 0.00560320851602114 0.012269274042836287 0.0084357343116607808 0.037981343688443303 0.0035605816140105153 0.034428491291464525 0.015861540185063916 0.021840125322967197 0.0068878106976768541 0.017574661370275635 0.019727120719991831 0.0027870730527865808 0.023623604437062795 0.015774937930231658 0.014478751105613696 0.0024398590903729192 0.022659167131365621 0.0057146515028989589 0.015377770501473265 0.0048688862377730393 0.019686295945895438 0.0073943370953202248 0.0047902384505675855 0.0090884443341110455 0.040005240771876061 0.0063505036232527337 0.085354125881373477 0.02144440221363908
leaf_count=81 124 864 31 79 18 12 27 53 74 27 212 19 89 8 65 228 18 1 261 23 41 15 346 1 103 21 120 5 706 238
internal_value=0 0.000162673 0.00020464 -0.000103722 -7.90594e-05 -0.000217038 -0.000253641 0.000127764 0.000132808 0.000211882 7.85269e-05 0.000209279 7.01726e-05 -9.69945e-05 0.000181263 -0.000262834 0.000480148 -0.000794018 -0.0010231 -0.000382365 -0.00041941 4.61275e-05 -0.000576616 -0.000529477 0.000410176 0.000685494 -0.000602535 -0.000641306 -0.000803813 -0.000886111
internal_weight=0 0.240598 0.233745 0.500036 0.487767 0.295393 0.286957 0.0724098 0.192374 0.176513 0.154673 0.135041 0.117467 0.0977396 0.0698535 0.0371415 0.0213666 0.0278861 0.025099 0.214547 0.208832 0.039933 0.0245552 0.168899 0.0121846 0.032712 0.156715 0.153154 0.113149 0.106799
internal_count=3910 1019 895 2891 2812 1708 1690 65 1104 1030 1003 922 903 814 544 458 230 270 262 1625 1602 402 361 1200 104 86 1096 1069 949 944
is_linear=0
shrinkage=0.00126831


Tree=817
num_leaves=31
num_cat=0
split_feature=1429 160 1 0 3 3 15 156 15 160 42 394 40 42 13 15 16 147 151 4 2 11 2 3 2 151 1374 148 159 0
split_gain=0.0021803 0.00220702 0.00218035 0.0035125 0.00422421 0.00317072 0.0036909 0.00325674 0.00383991 0.00464163 0.00290126 0.00374781 0.00425917 0.0031036 0.00507126 0.00450873 0.00396086 0.00269066 0.00363851 0.00469322 0.0049083 0.00427312 0.00429232 0.00636783 0.00435902 0.00511188 0.00539162 0.00472435 0.00385997 0.00368074
threshold=-1.0000000180025095e-35 -0.092169999999999988 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 -0.08348499999999999 0.091195000000000012 0.085915000000000005 -0.091024999999999981 0.084835000000000008 -1.0000000180025095e-35 -0.083449999999999983 -0.07334499999999998 0.084745000000000015 -0.076679999999999984 0.088190000000000004 0.22945500000000005 0.088565000000000019 0.056555000000000001 0.0045450000000000013 0.113945 0.088160000000000002 1.0000000180025095e-35 -0.013944999999999997 0.083795000000000022 0.015440000000000001 -0.095439999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 8 9 -7 11 -5 -13 -12 -15 16 -16 18 21 -20 -21 22 29 -24 -25 26 -26 -28 -29 -4
right_child=2 -3 17 10 5 6 -8 -9 -10 -11 13 12 -14 14 15 -17 -18 -19 19 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=0.0017726384232853135 -0.0029467225071185595 -0.0029480989725212052 -0.00040913938519234112 0.0009200985988025562 0.0028782220369019803 -0.0029472493513524444 0.0014178644597590804 0.0013763603283603054 -0.0029478732635484194 0.0012188136058070326 0.0010406462552364261 0.0019329449290382283 -0.0029464893821359011 -0.002946391403047421 -0.0019966484923174101 0.0020802653830780224 0.0011867769637393096 0.0017149241432284719 -0.0023032446994993047 0.0020719240440262889 -0.0016866441892787673 -0.0015890244374255286 0.0022150057090254516 0.0025859244904543862 -0.0028830481151776947 0.0026180971885402674 -0.0021551320290121544 -0.0015643887892681022 0.00085799069373197062 0.0022988669390964626
leaf_weight=0.001094797797170699 0.0079270156273327785 0.0039939276964489059 0.057138147841495623 0.0055575139458809977 0.0021895963450333502 0.0037904324765021223 0.0053394269171729283 0.0034072377830334224 0.010752830346001833 0.0059828945991107219 0.029558142630206063 0.0018920983048928966 0.0086380537518842022 0.0052257741581467334 0.008399989061532942 0.0077975391176181566 0.0056869035136113419 0.0096481755489321586 0.011549667787278395 0.0064712622222060645 0.0056435694922356561 0.010009245176487269 0.021243328285551755 0.0069790972551260202 0.0056316694390261537 0.0064583278939380753 0.0067003840166535147 0.0067092717907115676 0.038220931121497159 0.00471416401375535
leaf_count=28 397 153 750 42 5 174 22 40 213 40 102 9 414 244 51 124 58 130 58 32 15 94 243 18 6 9 26 54 280 79
internal_value=0 -0.00193247 1.13974e-05 -0.000316502 -0.00102499 -0.000540803 -0.000796545 -0.00129057 -0.00173327 -0.000396929 6.7066e-05 -0.00103689 -0.00206973 0.00038047 -0.000339317 0.000283225 -0.000711494 0.000197948 0.000119877 -0.000959768 0.000321034 0.000275851 0.00039722 0.00080083 0.000375909 0.000133854 -0.000146332 0.000152179 0.000496265 -0.000202745
internal_weight=0 0.00508873 0.309263 0.112145 0.0393894 0.0314624 0.0292728 0.0239334 0.0205262 0.00977333 0.072756 0.0160877 0.0105302 0.0566683 0.0271102 0.0218844 0.0140869 0.197117 0.187469 0.0236645 0.0121148 0.163805 0.153795 0.091943 0.0706997 0.0637206 0.0572623 0.0516306 0.0449302 0.0618523
internal_count=3910 181 3729 1935 891 494 489 467 427 214 1044 465 423 579 477 233 109 1794 1664 105 47 1559 1465 636 393 375 366 360 334 829
is_linear=0
shrinkage=0.00294557


Tree=818
num_leaves=31
num_cat=0
split_feature=453 4 11 14 48 1211 15 15 128 1452 2 44 156 149 1 16 47 1 4 13 13 484 12 43 131 4 2 1373 16 49
split_gain=0.00208729 0.00251934 0.0042755 0.00285134 0.00353824 0.00264409 0.00252375 0.00326966 0.00348023 0.00301664 0.00276433 0.00441463 0.00270493 0.00268391 0.00290714 0.00490716 0.00379838 0.00682851 0.00403003 0.00322809 0.00502442 0.00404359 0.00419795 0.00373371 0.00413365 0.00399458 0.00333849 0.00321941 0.00485124 0.00306107
threshold=0.096095000000000014 0.27020000000000005 0.08184000000000001 -0.46879999999999994 0.11379500000000002 1.0000000180025095e-35 -0.11739999999999999 -0.106555 0.086435000000000012 1.0000000180025095e-35 0.10045500000000002 0.088980000000000017 0.10477500000000002 0.10770500000000001 0.094485000000000013 -0.27337499999999998 0.09550500000000002 0.091310000000000016 0.22584000000000001 -0.5337599999999999 -0.45122499999999993 0.08764000000000001 0.10129000000000001 -0.17307499999999998 1.0000000180025095e-35 -0.44477499999999992 -0.013084999999999998 -1.0000000180025095e-35 0.054425000000000008 0.0052300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 10 -8 9 12 -1 -12 13 14 16 -16 17 18 19 -9 -21 22 23 -22 25 -25 -27 -17 -29 -28
right_child=-2 3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 27 -18 -19 -20 20 21 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=-0.0034108873467016184 -0.0031757353803080896 -0.0015125650840589993 -0.0036088851273880155 0.0028351161010756569 -0.00076464531735886845 -0.0044651876610253566 0.0024268075480803485 -0.0039723006805190844 -0.0036726572155714341 -0.0039802623776481688 0.0034142674482233329 -0.0044254268078776603 -0.004124426467909165 -0.0044661803600208145 -0.0030939937267551619 -0.0017069320016853344 0.0030141507449396717 -0.0036117556249689125 -0.0044687783923143126 0.0043582358448479982 0.0029880405152545048 -0.0034143508681974259 -0.003464733781466028 -0.0035294246751056773 -0.0044657521908654622 -0.0044653943709151529 0.00095255709497520504 0.0030622452050890012 0.00016679320521369894 -0.0022399435686787377
leaf_weight=0.0086431949832830313 0.004147305858850813 0.0063603570927597266 0.0068644809261790831 0.019165233662803871 0.007600703604964564 0.0026625154437134304 0.011622015032628497 0.0036307515438238616 0.0050310531636448266 0.0035857978226978551 0.0038612194711049605 0.0022753059738533921 0.0029151540451373128 0.0024247584139516212 0.0050590354624091552 0.0055644811509409911 0.0076322935824322249 0.010933127191730563 0.0038211791701314715 0.0057986087849712922 0.010687285509067834 0.0061779232093757122 0.0056553672205588148 0.0049350308528488393 0.0036268678253623668 0.0025334283561733026 0.085709412317459349 0.028278523805020939 0.019477855008787515 0.0064357819468350277
leaf_count=158 36 56 160 355 42 219 38 7 218 152 47 15 109 17 20 7 54 95 19 10 65 174 182 42 171 23 860 255 147 157
internal_value=0 1.34022e-05 -0.000131268 0.0011744 0.00181289 -3.90899e-05 6.8869e-06 0.000116472 -3.14228e-07 8.18431e-05 -0.00178399 0.000507459 0.000147664 0.000204691 0.000257136 0.00110815 -5.81524e-05 -0.000214535 5.26533e-05 0.000180452 0.000295059 0.000107713 0.000289671 0.000476039 0.000216001 0.000386461 0.000590572 0.00150685 0.00188131 0.00072958
internal_weight=0 0.298969 0.265842 0.0331263 0.0267659 0.258978 0.256315 0.241536 0.229914 0.224883 0.0147797 0.00613653 0.221297 0.218382 0.215957 0.0583799 0.157577 0.149945 0.139012 0.13519 0.13156 0.125761 0.119583 0.113928 0.103241 0.0996137 0.0946786 0.0533209 0.0477564 0.0921452
internal_count=3910 3874 3421 453 397 3261 3042 2822 2784 2566 220 62 2414 2305 2288 429 1859 1805 1710 1691 1684 1674 1500 1318 1253 1082 1040 409 402 1017
is_linear=0
shrinkage=0.0044645


Tree=819
num_leaves=31
num_cat=0
split_feature=4 11 151 14 47 15 3 483 403 151 484 16 156 48 48 52 51 13 13 159 160 133 150 48 2 1213 1 12 43 150
split_gain=0.00775647 0.00970746 0.00787653 0.00855621 0.0101847 0.00742697 0.00939201 0.00996525 0.00786788 0.00788737 0.00830137 0.00719996 0.007074 0.00774839 0.00744902 0.00766532 0.00697998 0.00682211 0.00794624 0.00939929 0.00738959 0.00752004 0.00783475 0.0123106 0.012714 0.00767139 0.00640185 0.00854272 0.00740003 0.00673899
threshold=0.27020000000000005 0.08184000000000001 -0.27336999999999995 -0.46879999999999994 0.096475000000000019 -0.23033499999999998 0.31335500000000011 0.088030000000000011 -1.0000000180025095e-35 -0.08514999999999999 0.073820000000000011 -0.53943499999999989 0.10691500000000002 0.09227500000000001 0.092150000000000024 -0.42985499999999993 0.13881000000000002 -0.5337599999999999 -0.45122499999999993 0.10856 -0.40446999999999994 -0.26719999999999994 0.086420000000000011 0.087710000000000024 0.11203000000000002 -1.0000000180025095e-35 0.10386500000000001 0.10129000000000001 -0.24333999999999997 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 16 -1 7 8 9 -7 -11 -6 13 14 15 -10 -5 -17 -19 20 -20 -22 25 24 -24 -23 27 29 -28 -27
right_child=2 -3 3 4 11 6 -8 -9 12 10 -12 -13 -14 -15 -16 17 -18 18 19 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0010775693171512872 -0.0011726634774283933 -0.0010304038340029505 -0.00041516687108652633 0.0010947198444289804 0.00076851394988898785 0.00081959244293830741 0.0012943245638137903 -0.0011256816206539006 -0.0012943649321287953 -0.0012941552351575358 0.00029081096581204521 -0.00072348029081753865 -0.0012944811572863232 0.00038956398037567273 -0.0012836629039038863 -0.0012968312791847966 -0.00061147747018951929 0.0010628937127318142 -0.001128160922379051 -0.0011977218210650134 -0.0012946903118516745 -0.0012939594022183178 -0.0011974214983816454 0.00040434050909039549 0.00078802379832931173 0.00010329965107351644 -2.5026616550991445e-05 -0.00096689539818856898 0.00087932915933984783 0.0012296627220730215
leaf_weight=0.011545689685931393 0.0055522912716696729 0.017383363095916593 0.016785938422742674 0.044628743778417856 0.0091733391955131083 0.0053552249519270836 0.0088297640706969105 0.014065634498319213 0.0076896204553449357 0.021632927689761772 0.0074299436421370038 0.013205740774537844 0.0068178681565100865 0.085044678653417805 0.0078739051496086176 0.0065956185571849337 0.0044092639545851844 0.01208800109452568 0.0090030127855271758 0.010703509221286822 0.0067669070145868196 0.0059764764909715487 0.029021427154845014 0.021892115481819019 0.0066312040080447323 0.23524521309470003 0.023926116953589371 0.012118712730611492 0.041249834241455119 0.0092388988189213705
leaf_count=71 20 160 56 344 17 17 55 269 140 790 44 30 96 222 6 3 5 10 196 136 130 195 122 33 18 572 14 44 85 10
internal_value=0 -7.72164e-05 0.000321855 0.000415933 0.000611276 -4.99073e-05 -2.99726e-05 -4.99144e-05 -2.34749e-05 -0.000623119 -0.000888958 -0.000111902 1.48951e-05 3.1705e-05 -3.65295e-05 -1.41174e-05 0.000941307 8.75277e-06 2.90687e-05 -1.28023e-06 3.06497e-05 5.72594e-05 8.10033e-05 -0.000359259 -0.000828139 0.000158301 0.000185274 9.33113e-05 0.00054734 0.000145864
internal_weight=0 0.624126 0.0937553 0.088203 0.0714171 0.606742 0.595197 0.586367 0.572301 0.0344181 0.0290629 0.0223791 0.537883 0.531065 0.446021 0.438147 0.049038 0.430457 0.423861 0.411773 0.40107 0.392067 0.3853 0.0575447 0.0356526 0.327755 0.321779 0.256603 0.065176 0.244484
internal_count=3910 3438 472 452 396 3278 3207 3152 2883 851 834 47 2032 1936 1714 1708 349 1568 1565 1555 1419 1223 1093 173 140 920 725 626 99 582
is_linear=0
shrinkage=0.00129368


Tree=820
num_leaves=31
num_cat=0
split_feature=158 401 1 1375 15 1446 133 483 133 52 1373 1 457 39 47 402 52 0 48 51 160 160 47 42 12 2 1 1 15 47
split_gain=0.00213249 0.00220328 0.00214423 0.0034262 0.00329866 0.00328615 0.00296452 0.00289232 0.00288763 0.00292952 0.00276907 0.00324855 0.00457546 0.00277329 0.00433296 0.00410788 0.00287773 0.0025089 0.00245417 0.00567519 0.0053542 0.00481739 0.0037923 0.00360549 0.00540045 0.00462383 0.00367271 0.00536867 0.0034719 0.00342586
threshold=0.11136500000000001 0.10072000000000002 0.085990000000000011 -0.029589999999999995 -0.14676499999999995 0.091520000000000018 -0.10870499999999998 0.083960000000000021 0.19121000000000002 0.16064500000000001 0.09586500000000002 0.086560000000000012 0.53894500000000012 0.005105000000000001 0.084695000000000006 0.076115000000000002 -0.42985499999999993 0.14676000000000003 0.12675000000000003 0.13474500000000003 0.088785000000000017 0.051580000000000008 0.13206500000000002 -0.10770999999999999 0.097345000000000015 0.082715000000000025 0.092385000000000009 0.092550000000000007 -0.017214999999999998 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 10 17 8 9 -8 11 -4 13 15 -15 16 -13 -6 20 -20 21 22 23 -18 25 26 -25 -28 -27 -29
right_child=-2 -3 5 4 6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 18 -19 19 -21 -22 -23 -24 24 -26 28 27 29 -30 -31
leaf_value=-0.0038896930486606177 -0.0031251404017565072 -0.0034770742021370429 0.003033883210369005 -0.0038886428709640603 -0.0038875295419638321 -0.0038712979100877743 0.00039848105444120253 -0.0038877828043894893 -0.0038874809473880031 -0.002499317649411636 -0.0031106056711885017 -0.0038872455483136615 -0.0037116370180077882 0.0035097670359395274 -1.4269775025082223e-05 0.0034315730349661669 -0.0035560664301417964 0.0017852018894474375 -0.0036009849770213646 0.001410666674124157 0.0027503358291457269 -0.0025423456298904854 -0.0038895087678696271 -0.0036166230514571968 0.0025563441256450129 8.9787815185435714e-05 0.003885207615950043 0.00079475098318799065 0.0026228204445959886 -0.0027987287813919957
leaf_weight=0.0039936079041948949 0.003317975688002405 0.00271461873365375 0.007127724450981531 0.0036101117161075882 0.0052427401564756329 0.0027712903390515456 0.098087212210715258 0.0027618813889267449 0.0026216557176521596 0.005569119109061659 0.0033327777506428893 0.0026781204329644473 0.0040786484278214621 0.010660892259508614 0.010423586040928967 0.0058467125965080404 0.0031548350868462185 0.0015189355023323969 0.0076229959551099569 0.0061805593868484721 0.012732004824698606 0.0096115349698209229 0.0030581428704863347 0.0065335255225420488 0.017932573824438691 0.021096789108121072 0.0038189459524460281 0.0070972480564321918 0.013343987099709409 0.0092058214015651174
leaf_count=98 158 193 27 107 258 52 939 180 210 187 24 157 11 289 65 68 28 8 37 18 62 35 13 163 130 158 4 121 78 32
internal_value=0 8.23377e-06 4.06672e-05 -0.000348481 -0.000230048 0.000325994 -0.000115992 3.88635e-05 0.000140907 0.000242792 0.000396261 0.000468316 0.000350396 0.000460116 0.00176758 0.00024792 9.78895e-05 -0.00261321 0.000185811 -0.00135701 0.00038376 6.60985e-05 0.000360216 0.000518353 0.000681004 0.000130567 -0.0010848 -0.00026273 0.0010712 -0.00123437
internal_weight=0 0.294429 0.291714 0.123405 0.119412 0.168309 0.115802 0.10904 0.106278 0.103656 0.165537 0.162205 0.155077 0.150998 0.0210845 0.129914 0.124067 0.00676168 0.121389 0.0138036 0.107585 0.0948534 0.0852419 0.0821837 0.0790289 0.0610963 0.0266555 0.020122 0.0344408 0.0163031
internal_count=3910 3752 3559 1987 1889 1572 1782 1516 1336 1126 1520 1496 1469 1458 354 1104 1036 266 879 55 824 762 727 714 686 556 320 157 236 153
is_linear=0
shrinkage=0.00388662


Tree=821
num_leaves=31
num_cat=0
split_feature=14 393 156 157 156 4 12 1 1213 480 454 150 2 2 2 160 16 0 1 0 15 47 0 12 1 51 38 151 47 15
split_gain=0.00210998 0.00207196 0.00199194 0.00222607 0.00291337 0.00291249 0.00293096 0.00331779 0.00270247 0.00222047 0.00225785 0.00283383 0.00240404 0.0059219 0.00503354 0.0033155 0.00321726 0.00405372 0.00469645 0.00447212 0.00547044 0.00350438 0.00379099 0.00354783 0.00312635 0.00362436 0.00377635 0.00415442 0.00282221 0.00452517
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07686999999999998 0.11896500000000002 -0.23071499999999998 0.082275000000000015 0.080320000000000016 -1.0000000180025095e-35 -0.065749999999999989 -1.0000000180025095e-35 0.15024000000000001 0.086545000000000025 0.085255000000000011 0.087005000000000013 0.091575000000000017 -0.083564999999999987 -0.084304999999999977 0.076710000000000014 -0.13027499999999997 -0.11739999999999999 0.09550500000000002 -0.07773999999999999 0.08401500000000002 0.10285500000000002 0.16016500000000003 0.13790500000000003 -0.40391999999999995 0.096770000000000009 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 8 -4 -7 -8 -5 -10 -11 12 13 15 -14 16 17 18 -12 -20 -21 22 -18 -24 -16 26 27 -26 -23 -30
right_child=-2 2 3 4 -6 6 7 -9 9 10 11 -13 14 -15 24 -17 21 -19 19 20 -22 28 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0033841347756820321 -0.0020263853708945884 -0.003383929849896519 -0.0029727210087013185 -0.002617639798209928 -0.0032277997961372646 0.0024099745505570288 -0.0033840592540029068 0.00197568680182262 -0.0033845188247842465 -0.0019800505575922633 -0.0033860832801716266 -0.0029155760878827137 0.0030679742094482376 -0.0028602672227355792 1.5104258730968058e-05 -0.0032265190661824933 -0.0025006690813944824 0.0027894188376599055 0.0033868012368149692 -0.0032825447980094316 0.0010065190847107486 0.003395292224678412 0.0033189855885338462 -0.0013490870109303787 -0.0027118898693683077 -0.0029856862534698909 -0.0033850421077075386 0.0020415445072486283 -0.0033610518445810391 0.0011899428471602576
leaf_weight=0.0020334551181768737 0.0058951239414319892 0.0019276637964038548 0.00178822389230504 0.0043608445672247411 0.0031957695205502281 0.013090954412561473 0.0025201186967862546 0.0027816427329270255 0.0021132799062355536 0.0058418638328738828 0.0035668342915755593 0.0034065072341036276 0.0079648533814875577 0.0089645447939394884 0.10747018419790111 0.0033957568812255081 0.013448646195551637 0.0095962280052077631 0.0057216192423652492 0.0044974653609557392 0.014007305948226193 0.0034509135875850907 0.0030407534027290257 0.0048161302813625184 0.0022645745593763414 0.0022574297377104804 0.0017590595816727719 0.029857582002982497 0.0034478199825187508 0.0091111001160015821
leaf_count=76 126 193 43 539 92 86 204 59 77 79 83 6 24 102 946 64 212 87 19 44 67 1 64 123 16 10 6 374 66 22
internal_value=0 1.8934e-05 4.36778e-05 6.74674e-05 -1.73248e-05 0.00114962 0.00155041 -0.000571994 2.30112e-05 6.9073e-05 9.85155e-05 0.000148683 0.000192424 -0.000255662 0.000449808 4.33002e-05 0.000191932 0.000893401 0.000238759 0.000772442 -3.59102e-05 -0.00051093 -0.00140976 0.00045754 0.000304599 0.00116551 0.00144209 0.00170643 0.000685219 -5.94488e-05
internal_weight=0 0.281699 0.279666 0.277738 0.257557 0.0201809 0.0183927 0.00530176 0.254361 0.25 0.247887 0.242045 0.238639 0.0870651 0.151574 0.0781006 0.0747048 0.0373895 0.0277932 0.0242264 0.0185048 0.0373154 0.0213055 0.00785688 0.143609 0.0361386 0.0338812 0.0321222 0.0160098 0.0125589
internal_count=3910 3784 3708 3515 3123 392 349 263 3031 2492 2415 2336 2330 954 1376 852 788 300 213 130 111 488 399 187 1352 406 396 390 89 88
is_linear=0
shrinkage=0.00338353


Tree=822
num_leaves=31
num_cat=0
split_feature=392 375 484 15 1 375 48 47 0 15 448 2 0 1186 1186 130 52 0 52 0 43 42 52 474 151 2 15 13 3 13
split_gain=0.00197769 0.00191069 0.00196249 0.0037848 0.0024708 0.00310916 0.00280089 0.00294864 0.00314717 0.00624487 0.00270546 0.00267254 0.00254102 0.00253875 0.00266351 0.00332932 0.00268466 0.00391427 0.00602478 0.00469437 0.00579514 0.00388272 0.0036943 0.00361345 0.00341791 0.00336282 0.00449429 0.00319793 0.00550132 0.00482489
threshold=1.0000000180025095e-35 0.092405000000000015 -0.0043499999999999988 1.0000000180025095e-35 0.12730000000000002 -0.40343999999999997 0.12649500000000002 0.11939500000000002 -0.230625 -0.095799999999999982 -0.083359999999999976 0.12238000000000002 -0.19631499999999999 0.091570000000000026 0.085080000000000003 -0.086274999999999991 0.11588000000000002 -0.077944999999999987 0.084890000000000007 -0.10575999999999998 -0.049504999999999987 -1.0000000180025095e-35 0.06136500000000001 0.084655000000000022 -0.101755 0.086650000000000019 0.035895000000000003 -0.087864999999999985 0.082730000000000012 -0.034809999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -4 -10 -8 -7 14 15 -12 17 18 19 20 -17 -21 23 25 -18 -22 -27 -19 29 -29
right_child=-2 -3 4 -5 5 12 11 -9 10 -11 13 -13 -14 -15 -16 16 24 27 -20 21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0020222247632560842 -0.0031895006896705104 -0.0029631489141043925 -0.0010824996918800084 0.001735319712827239 -0.0028767454010244007 -0.0018600956277435537 -0.0031925275262404949 -0.0028325786260158981 -0.0026252911954327452 0.0027584137061315212 -0.002848278630702205 0.00061848505080724795 0.0018384813604869665 -0.0031511354766194421 0.0018215578237130829 0.0023881360206399428 0.0026650508371631821 0.0024445739892501373 -0.0030386821520289745 -0.0031896049227838901 -0.0019765212607165492 -0.00037581545319991639 0.0027241107251016194 0.0024948560892600392 -0.0014364384580182936 0.00075365402304098088 -0.0024679908150963964 -0.00089899747493976147 -0.003172418324822832 0.0015955625186388903
leaf_weight=0.011161872427227326 0.0019881263582082189 0.0021917585462460911 0.0067623306381392459 0.0036052377622803897 0.00183141875459114 0.0021042022074908564 0.0052702896712304437 0.0035271324710564036 0.0039377511788671873 0.011833534550646618 0.004068525268262845 0.0028998890546461098 0.018407165708737239 0.0024982234386854421 0.0085741285024170111 0.014441095298657558 0.0023152274580979784 0.011042025026355873 0.0068120036519472285 0.0057375391708358583 0.011490016552713193 0.038025740763176337 0.0048336551180909728 0.0044732303294949807 0.019146337752749432 0.021224439224965863 0.0055538247482331818 0.011073684101283732 0.0037435979606357242 0.027347685163480406
leaf_count=439 41 12 27 173 6 16 35 43 44 52 56 30 295 46 39 120 11 67 379 213 46 474 9 16 407 106 25 296 53 334
internal_value=0 1.93673e-06 2.56772e-05 -0.00110486 9.0142e-05 0.00110365 -5.55377e-06 6.00442e-05 0.000105403 0.00136168 -7.81664e-06 -0.00183986 0.00145905 4.31068e-05 8.30259e-05 5.116e-06 6.71106e-05 0.000204462 -0.000132311 5.48543e-05 0.000619089 -0.000744714 8.21082e-05 -0.000216677 -0.000993979 -0.000533632 8.54833e-05 0.000917107 0.000517099 0.000876588
internal_weight=0 0.275934 0.273742 0.0147671 0.258975 0.0223428 0.236632 0.228462 0.224935 0.0185959 0.206339 0.00817018 0.0205114 0.202401 0.199903 0.191329 0.18726 0.165799 0.112592 0.10578 0.0620163 0.0437633 0.0475752 0.0427415 0.0214616 0.0382683 0.0267783 0.053207 0.042165 0.0384214
internal_count=3910 3869 3857 612 3245 317 2928 2863 2820 79 2741 65 311 2697 2651 2612 2556 2138 1388 1009 322 687 202 193 418 177 131 750 683 630
is_linear=0
shrinkage=0.00318838


Tree=823
num_leaves=31
num_cat=0
split_feature=31 30 1429 14 1 0 2 475 13 3 16 2 15 402 13 48 123 160 132 160 402 151 4 2 2 2 0 159 151 1374
split_gain=0.00188097 0.00184007 0.00185887 0.00189157 0.00194918 0.0028083 0.00301509 0.00286743 0.00288989 0.00479206 0.00415861 0.00272193 0.00296379 0.00358764 0.00327086 0.00377077 0.00475266 0.0033362 0.00272786 0.00260338 0.00285281 0.00253925 0.00467359 0.00407827 0.00340474 0.00333703 0.00341524 0.0040675 0.00379491 0.00401838
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.11756999999999999 0.08400500000000001 -1.0000000180025095e-35 0.17936000000000002 -0.12008499999999998 0.23932500000000004 0.11339500000000001 0.041585000000000004 1.0000000180025095e-35 -0.098524999999999988 0.086870000000000017 1.0000000180025095e-35 0.086620000000000016 0.093105000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.056555000000000001 0.0045450000000000013 0.113945 1.0000000180025095e-35 0.084290000000000018 -0.15007499999999999 -0.034019999999999988 0.015440000000000001 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 9 -9 -10 12 14 19 -11 16 -16 18 -17 -14 -21 24 -23 -24 -6 -26 28 -28 29 -27
right_child=1 2 3 -5 21 6 7 8 10 11 -12 -13 13 -15 15 17 -18 -19 -20 20 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0036468655395165261 -0.0039680974831214624 -0.0026666478476037843 -0.0027340214103685062 -0.0023359724476476754 -0.00024055496592191101 -0.003966564032687624 -0.0039650116035399099 0.0031018952956178365 -0.0037457716238928772 0.00079682119745845298 0.0017087759332580904 -0.0039656702760535491 -0.0039653703594287309 -0.0039653432513438074 -0.0039666251085507167 -0.0038818999147641584 0.0034243161496798312 0.0032541284376840724 0.002482804450774027 -0.003964988726594976 0.0022038408894324273 -0.0027655401805905602 0.0031403603593839384 -0.0018227067931269943 0.003753384442700678 -0.0039405400729137768 -0.0017223148665525012 0.0023970753816459434 0.0033540649759445564 0.00013136321144561802
leaf_weight=0.0021746299133198468 0.0018754214397631577 0.0041282578725816413 0.0073483618418208599 0.0052712351413504157 0.053637023655635829 0.0031961078529838529 0.002837931063786491 0.0087982230345460266 0.0065873412185268876 0.015378583883087771 0.0032957797748736084 0.0026301743108740885 0.0012652935586130445 0.0019874958842258641 0.010690566672524771 0.0031865199036218428 0.0015678932056744097 0.003683867568369692 0.0015845686135875781 0.0012447902078740461 0.022017434921913548 0.01081341587996576 0.0058783731701055331 0.0046686645403752891 0.006571034692527177 0.004271324172805179 0.0043857881393449807 0.026703574753916826 0.0050077344144483496 0.03518234548437249
leaf_count=113 2 179 70 123 776 133 245 24 88 49 14 161 103 141 285 115 8 27 23 199 241 56 30 20 21 6 40 407 8 203
internal_value=0 -5.51688e-05 -2.73529e-05 1.46034e-05 6.33041e-05 -0.000377634 -0.000185138 -4.58299e-05 8.67078e-05 0.000355496 -0.00192681 -1.48971e-05 0.000151078 0.00115742 -0.000588228 -0.00161655 -0.0030213 0.000420132 -0.00176806 0.00157252 0.00187374 0.000336369 -0.000934172 0.00094345 0.000536277 0.00104366 0.000807978 0.00181595 0.000103159 -0.000309468
internal_weight=0 0.265695 0.26382 0.259691 0.25442 0.0973009 0.0899526 0.0867565 0.0839185 0.0740354 0.00988312 0.0652372 0.062607 0.026515 0.036092 0.0207134 0.0122585 0.00845496 0.00477109 0.0245275 0.0232622 0.157119 0.0213605 0.010547 0.135759 0.0821218 0.0755508 0.0310894 0.0444614 0.0394537
internal_count=3910 3797 3795 3616 3493 1926 1856 1723 1478 1376 102 1352 1191 684 507 458 293 165 138 543 440 1567 106 50 1461 685 664 447 217 209
is_linear=0
shrinkage=0.00396435


Tree=824
num_leaves=31
num_cat=0
split_feature=158 9 401 392 1453 375 44 3 46 39 47 48 1 48 50 2 0 128 50 1186 1186 130 51 14 3 4 2 2 159 42
split_gain=0.00185426 0.00189479 0.0018228 0.0018034 0.00177279 0.00176373 0.00188567 0.00316431 0.00244845 0.00228403 0.00391154 0.00330215 0.00355619 0.00465624 0.00393759 0.00301157 0.00220229 0.00207101 0.00239854 0.0021656 0.00221753 0.00309625 0.00230941 0.00277288 0.00264463 0.00275714 0.00242886 0.00369738 0.00433635 0.00268528
threshold=0.11136500000000001 -0.016839999999999997 0.10072000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.092405000000000015 1.0000000180025095e-35 0.31335500000000011 0.13643000000000002 0.13419 0.13206500000000002 0.12649500000000002 0.10752500000000002 -0.086624999999999994 0.11515000000000002 0.114165 -0.26606499999999994 0.086435000000000012 0.10625000000000001 0.091570000000000026 0.085080000000000003 -0.082439999999999986 -0.10748999999999999 0.077685000000000018 -0.15327499999999997 -0.48072499999999996 0.10836000000000003 0.10274500000000002 0.09141500000000001 0.09901500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -8 10 11 12 16 -14 15 -15 -3 18 19 20 21 -18 -23 24 25 -24 27 28 29 -26
right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0038883538995364208 -0.0031047383575395658 0.0038886786714377448 -0.0034601123106950721 -0.0038878735600698169 -0.0038893542958779977 -0.0035724991737405704 -0.0035658104375431566 0.0038871800555590717 0.0012052598926366852 0.0026664598818597024 -0.0030804160124515596 -0.0023595911918556701 -0.0032100507749000568 0.0013070732214027967 -0.0023739066276714875 0.0038707414207208904 -0.003848388355760117 -0.0029733778938120423 -0.003887199580108542 -0.0038875329741493735 0.0021196254717583424 -0.0026056510408851079 -0.00084195944546780498 -0.003887393780327117 0.00029675534533583464 0.0034253265549276345 -0.0016612516831566249 0.0023193400107509414 -0.0032000409060888683 -0.0036581696796426358
leaf_weight=0.0018897667553297018 0.0029182590907019792 0.0021404306627914585 0.00230273778809753 0.0017770347217922469 0.0017212881719519393 0.0019934315708098884 0.0045859924082378703 0.0033861724260617612 0.0025163514892483363 0.0051365788614816657 0.0058904201923155588 0.0077815689099196552 0.0033047841466213859 0.026662033194952528 0.0034500220158122366 0.0093487296056906644 0.0031117311143669104 0.0036529027339495803 0.002382626255161834 0.0020936613935447204 0.0077505986553241249 0.0047300427264502778 0.0033297976442909771 0.0025220702328958558 0.10366117929127494 0.0073044858378636945 0.011151905345126778 0.011621721444008415 0.0059934252824298531 0.0026598691870916005
leaf_count=118 158 19 191 41 52 12 51 108 11 48 53 54 13 148 36 173 54 192 263 40 32 201 37 63 1248 47 112 87 109 139
internal_value=0 1.09765e-05 -1.78754e-05 1.36216e-05 4.13669e-05 6.86309e-05 9.81161e-05 0.000156747 -0.00187543 0.00010315 4.60386e-05 0.000128014 0.000217272 0.00122148 0.00159261 0.00197263 -2.939e-05 -7.81575e-05 -1.53225e-05 4.02745e-05 9.04677e-05 -1.02919e-05 6.77807e-05 0.000153082 0.000223012 0.00208916 7.6107e-05 0.000232436 1.64943e-05 0.000197814
internal_weight=0 0.255853 0.253964 0.251661 0.249884 0.248163 0.246169 0.239067 0.00710234 0.235681 0.230544 0.224654 0.216872 0.0427656 0.0394608 0.0360108 0.174106 0.171966 0.168313 0.16593 0.163837 0.156086 0.152974 0.148244 0.145722 0.0106343 0.135088 0.123936 0.112314 0.106321
internal_count=3910 3752 3634 3443 3402 3350 3338 3276 62 3168 3120 3067 3013 370 357 321 2643 2624 2432 2169 2129 2097 2043 1842 1779 84 1695 1583 1496 1387
is_linear=0
shrinkage=0.00388662


Tree=825
num_leaves=31
num_cat=0
split_feature=133 160 1 52 38 12 151 13 160 15 15 16 0 47 14 0 158 51 42 42 3 15 133 131 457 147 4 2 475 2
split_gain=0.00650464 0.00861274 0.00708969 0.00732444 0.0064711 0.00820927 0.00647418 0.00669547 0.0105054 0.00608431 0.00724265 0.010478 0.00605737 0.0106485 0.00534165 0.00499037 0.0045763 0.0055307 0.00544996 0.00564034 0.00538183 0.00648948 0.00620519 0.00606952 0.00555145 0.00709334 0.00594583 0.00572289 0.00651323 0.00534564
threshold=-0.26719999999999994 -0.40446999999999994 0.10113500000000002 -0.42985499999999993 0.13584500000000002 -0.041094999999999993 -0.40391999999999995 -0.057284999999999996 -0.079234999999999986 0.035895000000000003 -0.017214999999999998 -0.072359999999999994 -0.10783 0.096475000000000019 0.077685000000000018 0.14676000000000003 0.084965000000000027 -0.10748999999999999 -1.0000000180025095e-35 -0.088669999999999985 -0.11266 0.035895000000000003 0.024320000000000005 0.089145000000000016 -0.066264999999999991 0.086130000000000012 -0.51381999999999983 0.086545000000000025 -0.081439999999999985 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 14 -4 5 -5 -7 8 -8 10 11 12 13 -9 16 -1 17 -3 19 -19 21 22 -20 24 25 -22 -26 28 -28 -29
right_child=1 2 3 4 -6 6 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 23 -23 -24 -25 26 -27 27 29 -30 -31
leaf_value=-0.0012401234507446073 -0.0010758854316475939 -0.0010303099793802174 -0.0013732842760752185 0.0011031343810147883 -0.0013570372400313652 -0.0012958483295248276 -0.0011305452237301767 0.00083773051165580276 0.00091875052534899561 -0.00058010186956002096 0.0011188231225029799 -0.00053750228011797139 0.0013475945038995542 -0.0010189650489188045 -0.0013734605047937862 0.00066533240471840173 -0.00078713527590343617 -0.00011138732525498429 0.0011741161326725808 -0.0011390190841563542 -0.0013739123490753606 -0.00040345439208609371 -0.00013473523370404199 -0.0013735794433443421 -0.001347119048418992 0.0012741369669424703 0.0013434923100235593 0.00033295957669318487 -0.0003315148390406231 -0.001040696698124254
leaf_weight=0.013469321322617134 0.013761619194752939 0.010182554726483772 0.0051701496057887644 0.022318005611680292 0.0044222398919373509 0.0051808277366944813 0.0053047216651975751 0.015970876681194564 0.04238989830224682 0.021539065582146577 0.014537119150190847 0.031016063479228251 0.011967633781637236 0.0091614658585967845 0.0060229235903932468 0.0032074014125100794 0.015961620534511667 0.03182835375740467 0.024265247724315486 0.014723259077662476 0.010021908034314464 0.011116758718799247 0.009499686690105591 0.0060245896021626768 0.0053877337455219268 0.0023544857189108379 0.0047057166257218333 0.12990543016971046 0.062329198202888847 0.0055683273307067785
leaf_count=234 290 190 115 321 9 20 24 43 150 50 28 78 69 18 83 4 216 283 59 337 141 25 13 82 15 12 12 520 416 53
internal_value=0 -3.41112e-06 2.39773e-05 0.000238247 0.000283576 0.000324021 0.000213315 0.000264793 0.000690822 6.97749e-05 0.00023913 5.13886e-05 0.000543709 0.000160911 -9.17487e-05 -0.000873651 -6.92997e-05 -3.43581e-05 -2.44004e-06 -0.000436405 7.2056e-05 0.000506335 0.000805874 -1.40748e-05 2.31084e-05 -0.000870147 7.62853e-05 0.000114155 -0.000213933 0.000276499
internal_weight=0 0.552637 0.538876 0.188978 0.183808 0.179386 0.157068 0.151887 0.0476946 0.104192 0.0826532 0.068116 0.0371 0.0251323 0.349898 0.0166767 0.343875 0.327913 0.317731 0.0465516 0.271179 0.0448817 0.0337649 0.226297 0.220273 0.0123764 0.207896 0.202509 0.0670349 0.135474
internal_count=3910 3672 3382 925 810 801 480 460 174 286 236 208 130 61 2457 238 2374 2158 1968 620 1348 97 72 1251 1169 153 1016 1001 428 573
is_linear=0
shrinkage=0.00137286


Tree=826
num_leaves=31
num_cat=0
split_feature=1425 4 133 160 483 12 1 52 14 484 457 3 42 15 16 403 151 13 3 159 33 9 9 2 15 151 3 0 0 50
split_gain=0.00170152 0.00234006 0.00212482 0.00252034 0.00216102 0.00234397 0.00206876 0.0027022 0.00215329 0.00262219 0.00358346 0.00381257 0.00276272 0.00230763 0.00238522 0.00255269 0.00319767 0.00315593 0.0040594 0.00315336 0.00255282 0.00280592 0.00306069 0.00210867 0.00208853 0.00478076 0.00385721 0.00529627 0.0031048 0.00308903
threshold=1.0000000180025095e-35 0.51060500000000009 -0.26719999999999994 -0.40446999999999994 0.088030000000000011 -1.0000000180025095e-35 0.10113500000000002 -0.42985499999999993 0.077685000000000018 0.084750000000000006 -0.0015249999999999997 -0.12008499999999998 0.083425000000000013 0.22941000000000003 0.3935300000000001 -1.0000000180025095e-35 -0.08514999999999999 0.17936000000000002 -0.15464999999999998 0.10276500000000001 -0.007134999999999999 0.091370000000000021 0.084755000000000011 0.097775000000000015 -0.095799999999999982 -0.083559999999999982 -0.084129999999999996 -0.07773999999999999 -0.035699999999999989 0.086465000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 8 -8 9 10 11 -5 -11 14 15 16 -12 18 -17 20 -20 22 24 -19 -22 -26 27 -27 29 -28
right_child=-2 -3 3 4 5 -7 7 -9 -10 12 13 -13 -14 -15 -16 17 -18 23 19 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0021943883261464864 -0.0034550128259044329 0.0026502404926335593 -0.0023912909754128051 0.0033760154557597971 0.0016752570229600235 -0.0029134978161490075 -0.0034517527412187233 0.0007182708223812599 -0.0034518216102191954 0.0021383761447946719 0.0022771833887401572 -0.0033827189126841304 -0.0015812174423935298 -0.0034523879995542899 -0.0023787885990669763 0.0031701362709978028 -0.0030966006180010225 0.00051472865245775644 -0.0030081089260100813 -0.0030724960715587078 -0.00056844991543944241 0.0034615544306563681 -0.0031285550152676199 -0.00340640434677423 -0.0019418433026514015 -0.0022158118617164077 0.0022150173007643224 0.0015182692466614467 -0.00036491421140811826 -0.00081602327625814497
leaf_weight=0.0053339310097966211 0.0017072367601258511 0.0039128309873142078 0.005107481905050725 0.0011594936504479847 0.0017503143136856636 0.0054677462993963913 0.0019017448882863155 0.069221299311973183 0.0022513086778452865 0.011305815927638463 0.0017100395308489169 0.006969022704247152 0.003012070131951817 0.0023464342289116749 0.0048380754125343364 0.0057710394710568371 0.0057663587368663718 0.0025311917967627542 0.0026979023713238339 0.0033981874619293242 0.020947611548192135 0.003430293862038524 0.0030300049284051047 0.0046061724988248898 0.007535970231714372 0.0093239220877725515 0.035479934732439475 0.0087887885603663563 0.0090569994804923365 0.0045143488683887503
leaf_count=231 94 182 289 3 22 257 77 576 78 81 10 126 105 10 129 31 740 41 28 103 101 4 24 21 37 121 218 43 37 91
internal_value=0 2.00468e-06 -3.95679e-05 7.55286e-06 5.8857e-05 -0.00180077 0.000116816 0.000606769 -0.000100339 -5.26506e-05 -0.000192796 -0.00241862 0.00135588 -5.954e-05 1.26391e-07 8.96316e-05 -0.00186748 0.000210446 0.00034986 0.000199441 0.000305529 0.000393082 0.000286414 -0.00201582 0.000394596 0.000664657 0.000957113 -0.000403932 0.00145969 0.00187289
internal_weight=0 0.253166 0.249254 0.24392 0.238812 0.00721806 0.231594 0.071123 0.160471 0.15822 0.143902 0.00812852 0.0143179 0.135773 0.133427 0.128589 0.0074764 0.121112 0.113975 0.108204 0.104806 0.102108 0.0986776 0.00713736 0.0956476 0.0747 0.067164 0.0181127 0.0490513 0.0399943
internal_count=3910 3816 3634 3403 3114 279 2835 653 2182 2104 1918 129 186 1789 1779 1650 750 900 838 807 704 676 672 62 648 547 510 164 346 309
is_linear=0
shrinkage=0.00345121


Tree=827
num_leaves=31
num_cat=0
split_feature=1213 475 403 133 160 484 150 50 44 3 48 1 122 48 43 4 16 0 160 51 12 52 484 133 49 3 13 132 52 12
split_gain=0.00661253 0.00716184 0.00552163 0.0053386 0.00639061 0.0061649 0.00846566 0.0063802 0.00664872 0.00752471 0.00695131 0.00793953 0.00934637 0.010552 0.00655883 0.00579203 0.00573618 0.00589623 0.00536637 0.00505691 0.00716446 0.00624855 0.00504737 0.00497961 0.00532977 0.00775221 0.00682908 0.00859754 0.0122153 0.00729464
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.084084999999999979 -0.26719999999999994 -0.40446999999999994 -0.0043499999999999988 0.094545000000000018 0.10030500000000002 0.081835000000000019 0.31335500000000011 0.11930500000000001 0.10752500000000002 0.10299000000000001 -0.088799999999999976 -0.075819999999999985 -0.59419999999999995 0.3935300000000001 0.37339500000000009 -0.089599999999999985 -0.40274499999999996 0.11999500000000002 0.11262000000000001 0.097755000000000022 -0.10870499999999998 -0.085974999999999982 0.084925000000000014 -0.097114999999999993 0.080815000000000012 -0.092854999999999979 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 15 6 18 8 9 10 11 16 13 -13 19 -5 23 -18 -6 -15 21 -21 -16 -7 25 -25 -26 28 -28 -30
right_child=2 -3 3 4 5 7 -8 -9 -10 -11 -12 12 -14 14 22 -17 17 -19 -20 20 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=0.0013736727351950067 -0.00088838299571063531 -0.0012309643870817492 -0.00078419567043503833 0.001375332417517112 0.0004378744533085728 -0.0011437730209679006 0.0009587309330076608 0.00087653995162377736 -0.0011145375543801428 0.0013732924059289087 -0.00058176055583929306 -0.00094793441784088027 -0.0013746163516254128 -0.001374288637545687 0.0012270325587014528 -0.0012873574216832487 -0.0012134823417989742 0.0013755236869594967 -0.0011402642467900114 0.0012058584725689798 -0.00061771862184674235 -0.0010456307617677395 -0.00016876161930004231 3.7398008125635957e-05 0.00064514987752107265 -0.0012040958814492535 -0.0011364655415773187 0.0010051011524974611 0.00019721557607500027 -0.00055163850800801285
leaf_weight=0.0023105986183509222 0.012630962585891581 0.014325752818898252 0.014780356829078301 0.0017933674389496454 0.005014487812157852 0.0063186715779579563 0.0060639000536752965 0.019846294923368646 0.0085945368200555095 0.0086399466581497109 0.028066857201565654 0.007675628325159777 0.0048295601591235018 0.0032340461766580111 0.041485806882860743 0.010886541228373403 0.011698384977066212 0.0019316727994009861 0.021359988404501706 0.016850836813517844 0.0084458054811875627 0.0026947632002247692 0.0055342644850497882 0.029801983746438054 0.045356124265708786 0.013901463913498446 0.016836758030052579 0.016815274314126327 0.16146939304354646 0.028905631716199309
leaf_count=4 451 588 217 1 68 53 24 89 25 123 80 19 6 9 165 244 180 1 432 139 19 19 13 86 52 24 158 52 430 139
internal_value=0 -0.00086921 9.0482e-06 2.97019e-05 5.22272e-05 7.56474e-05 -0.00050393 0.0001141 8.1842e-05 0.000104171 7.99039e-05 0.000123725 0.000483699 0.000588153 0.000738839 -0.000910763 2.56338e-05 -0.000846564 -0.000840218 0.000251089 0.00043888 0.000895444 0.00106275 6.28533e-05 8.72053e-05 -0.000357504 0.000159353 6.09992e-05 -1.56148e-05 8.35132e-05
internal_weight=0 0.0166364 0.561463 0.548832 0.534052 0.521372 0.0324384 0.488934 0.469087 0.460493 0.451853 0.423786 0.0907507 0.0859212 0.0782455 0.0126799 0.333035 0.0136301 0.0263745 0.0312255 0.0279914 0.0195456 0.0470201 0.319405 0.313087 0.0437034 0.269383 0.224027 0.207212 0.190375
internal_count=3910 592 3318 2867 2650 2405 524 1881 1792 1767 1644 1564 389 383 364 245 1175 181 500 186 177 158 178 994 941 110 831 779 727 569
is_linear=0
shrinkage=0.00137286


Tree=828
num_leaves=31
num_cat=0
split_feature=158 9 30 401 401 1212 1429 1365 42 42 43 133 1 42 12 43 1 3 48 47 1 51 52 15 13 33 3 39 9 43
split_gain=0.00165443 0.00178695 0.00170584 0.00171355 0.00172695 0.00238378 0.00168639 0.00171297 0.00185223 0.00265638 0.00238797 0.00237579 0.00305138 0.0023609 0.00272232 0.00223629 0.00248835 0.00308457 0.00285463 0.00256686 0.00305416 0.00333798 0.00312675 0.00254404 0.00251543 0.0024855 0.00239311 0.002712 0.00239045 0.00226118
threshold=0.11136500000000001 -0.016839999999999997 -1.0000000180025095e-35 0.10072000000000002 0.10022000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085679999999999992 0.0016850000000000001 0.10599500000000002 1.0000000180025095e-35 -0.11403999999999999 0.051320000000000005 0.50266500000000003 0.12263000000000002 0.11476000000000001 0.12675000000000003 0.11939500000000002 0.10420500000000001 -0.10748999999999999 0.26536500000000002 0.035895000000000003 -0.16277999999999995 -0.007134999999999999 0.16699000000000003 0.16168500000000002 0.091370000000000021 -0.50329499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 10 11 12 -8 14 -14 16 18 -18 19 20 21 -10 23 24 -22 -23 -19 -28 29 -27
right_child=-2 2 3 -5 -6 6 7 -9 15 -11 -12 -13 13 -15 -16 -17 17 26 -20 -21 22 25 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0033849864235143317 -0.0026215167157155441 -0.0033536766357072506 -0.0033840187933918192 -0.0029587661645519669 0.0033827113964967842 -0.0021880703184257986 -0.0026981233117211222 -0.0019381793616120393 -0.0033840577908856037 -0.0023162713114285305 0.0021462550787609671 0.0020269998895169079 0.00087239155351635062 0.0016451807438479977 -0.0033074396508944136 -0.0033847882484859203 0.0031081076147986826 -0.00092950694096078181 -0.0019064114951312266 -0.0033854085060850527 3.4453469798131167e-05 -0.0032313081310201622 -0.0024002023451761383 -0.0008704646020456998 0.0027693360750025049 0.0026882170785572758 0.0033843281501578417 -0.0027414164580217954 0.0030199363009068289 7.8009868927193373e-05
leaf_weight=0.0017817215040203385 0.0027684221655053234 0.0017403825484052496 0.002344989332822677 0.0022086079983831821 0.0017514409594241434 0.0038124922796427532 0.0074352692429595626 0.0047154403278479853 0.0030927842910450911 0.0078888707745479181 0.0045607459451950652 0.0035515483683816731 0.003476407888229005 0.0057176020671860783 0.0036640040187982947 0.0019146132865444079 0.0076580984655407738 0.0069474026875013806 0.0073300872577704004 0.0021917632220862506 0.0050313615149661919 0.0024113150386710904 0.0023579870129140082 0.0038184793734217229 0.016399560769144728 0.0039221127772179889 0.0040320375213127591 0.0010410189433969208 0.0034365628271189044 0.12154415440113553
leaf_count=118 158 4 168 191 3 179 245 73 115 445 53 68 18 52 26 14 115 38 41 24 54 28 25 18 177 15 93 5 9 1338
internal_value=0 8.69564e-06 -1.57583e-05 8.02505e-06 3.5096e-05 1.06964e-05 4.4151e-05 8.04983e-05 0.000121989 -0.00057931 -9.6916e-05 -0.000525962 -0.000972759 2.49499e-05 -0.00127243 0.000253783 0.000290215 0.0014298 0.000159483 0.000251703 0.000300907 9.03634e-05 0.00132594 0.00167392 0.00212726 0.000172195 0.00036057 0.00212729 0.000235862 0.000159606
internal_weight=0 0.247779 0.245997 0.244257 0.242048 0.240297 0.237952 0.234139 0.229424 0.0362944 0.0284056 0.0238448 0.0202933 0.012858 0.00714041 0.193129 0.191215 0.0196786 0.171536 0.164206 0.162014 0.134407 0.0276074 0.0252494 0.0214309 0.131314 0.0120205 0.00507306 0.128903 0.125466
internal_count=3910 3752 3634 3630 3439 3436 3268 3089 3016 907 462 409 341 96 44 2109 2095 251 1844 1803 1779 1505 274 249 231 1390 136 98 1362 1353
is_linear=0
shrinkage=0.00338353


Tree=829
num_leaves=31
num_cat=0
split_feature=158 401 41 129 129 39 13 52 3 43 51 156 2 160 0 403 16 2 483 4 39 456 1375 403 147 12 151 13 151 0
split_gain=0.00614757 0.00554082 0.0049202 0.00576482 0.00580452 0.00575857 0.00747687 0.00726285 0.00707452 0.00797952 0.00703225 0.00664809 0.0063359 0.00586475 0.00575075 0.0056077 0.00557564 0.00946483 0.00541726 0.00590093 0.00561908 0.00568901 0.00564323 0.00574029 0.00573193 0.00593945 0.0056355 0.00866439 0.00836806 0.00684519
threshold=0.11034000000000001 0.10072000000000002 0.082980000000000012 0.093990000000000004 0.092795000000000016 0.005105000000000001 -0.094679999999999986 0.11588000000000002 -0.14218999999999996 0.0041500000000000009 -0.40274499999999996 0.088820000000000024 0.12330500000000001 -0.40446999999999994 -0.084304999999999977 -0.088854999999999976 -0.15168999999999996 0.092745000000000008 0.086245000000000002 0.62243000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08920500000000002 0.088015000000000024 -1.0000000180025095e-35 0.11655500000000001 0.056555000000000001 -0.086679999999999993 0.079335000000000017 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 14 -8 11 -7 13 -11 -10 16 -15 -1 -18 20 -20 -17 -22 23 24 -23 26 27 -26 -28 -30
right_child=-2 -3 -4 -5 -6 10 8 -9 9 12 -12 -13 -14 15 -16 18 17 -19 19 -21 21 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.00053685585218869584 -0.001003760295061889 -0.0010939013636948034 -0.00051999493364862908 -0.00096449070997349517 0.0011132729059518732 -0.0012204381249731296 0.00044291466712264389 -0.00069558743358382586 -0.0012193520303424522 -0.00090552408776666904 0.0005108726322640857 -0.0006876844840876037 0.00074197939403536665 -0.0012192694234666728 0.00089195259691939434 -0.0011019854316517172 -0.0010682247512850945 0.00047958087337729959 -0.0011934035551162193 0.0012200192882153955 -0.00098230988774723423 -0.0012199629200705768 -0.0010177694506712618 -0.0010113664035646863 -0.0012200280057786369 -0.00075097736982650189 -0.00084542928695095386 0.00036487442273589897 0.0011407674418290024 -0.00022790569977187248
leaf_weight=0.031535126224355281 0.0091815933952865691 0.0067820808507086374 0.024515444512744011 0.0083934544900010621 0.0075745766957595597 0.0037244092056596392 0.035055359472195846 0.0095825186850788668 0.0059621677550865107 0.02864150448528946 0.054591550746039275 0.024155617349947534 0.0039470879046490373 0.0054809965634845517 0.026581713730990941 0.0060509691024890335 0.011064330899728247 0.012509270742270928 0.0093841419086651001 0.0017932986866071596 0.0072079348834108705 0.0043120498849020797 0.0063684358310638336 0.0062323304507287949 0.0052692345766232043 0.0094218655383997429 0.016513349755769013 0.1886601649120081 0.0087501726520713419 0.014313809862699145
leaf_count=68 167 193 140 155 11 10 193 74 195 341 384 227 18 328 75 23 70 55 208 5 30 20 30 77 97 18 12 639 12 35
internal_value=0 1.55803e-06 1.44209e-05 3.81091e-05 5.3559e-05 3.86144e-05 -5.43819e-06 0.000308459 -7.93706e-05 -0.000131316 0.000400301 -7.27699e-05 -0.000705981 -2.25413e-05 0.000426237 2.08468e-06 0.000201598 -0.000246886 2.56329e-05 -0.000806196 5.9678e-05 8.59997e-05 0.000115634 0.000144111 0.000173237 0.000197967 0.000236257 0.000321811 -0.000182962 0.000291351
internal_weight=0 0.584375 0.577593 0.553077 0.544684 0.537109 0.478793 0.091273 0.38752 0.352465 0.058316 0.319877 0.0325886 0.295721 0.0816904 0.289759 0.0551087 0.0235736 0.284278 0.0111774 0.2731 0.267049 0.259841 0.253473 0.247241 0.242929 0.233507 0.193929 0.0395773 0.023064
internal_count=3910 3743 3550 3410 3255 3244 2850 342 2508 2315 394 1956 359 1729 268 1534 193 125 1206 213 993 970 940 910 833 813 795 736 59 47
is_linear=0
shrinkage=0.00121906


Tree=830
num_leaves=31
num_cat=0
split_feature=156 15 481 158 151 41 8 149 43 43 12 3 151 0 43 0 43 2 42 13 4 16 403 4 16 52 0 4 150 48
split_gain=0.00165683 0.00180023 0.00189606 0.00171009 0.00264987 0.00222902 0.00229424 0.00236771 0.00263209 0.00447534 0.0034958 0.00533169 0.00335268 0.00312274 0.00410981 0.00315034 0.0028575 0.00388946 0.00478292 0.00266869 0.00328422 0.0031983 0.00285422 0.00243843 0.0026969 0.00318255 0.00328478 0.00271971 0.00351342 0.00248531
threshold=-1.0000000180025095e-35 -0.46970499999999993 1.0000000180025095e-35 0.085745000000000002 0.087190000000000017 0.082980000000000012 0.08573500000000002 0.089830000000000007 -0.074254999999999988 -0.079109999999999986 0.089995000000000006 0.10666500000000002 0.094645000000000021 -0.10575999999999998 -0.083094999999999988 -0.091234999999999983 0.0016850000000000001 0.088485000000000022 -0.089024999999999979 0.17936000000000002 0.22584000000000001 0.22945500000000005 -0.088854999999999976 -0.44477499999999992 -0.19424999999999998 1.0000000180025095e-35 -0.15291499999999997 0.25367000000000006 -1.0000000180025095e-35 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 9 13 16 12 -12 -3 15 -15 23 18 -18 20 22 -21 -17 -10 27 29 -27 -25 -29 -26
right_child=1 2 -4 4 -6 -7 -8 -9 10 -11 11 -13 -14 14 -16 19 17 -19 -20 21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0040440418285258434 0.0036585604938010547 0.002261945877667712 -0.0040447385540719055 -0.002457303838283222 0.0039641658219276782 -0.001945237702217393 0.0038426846969785533 -0.0036421218621186524 -0.0038081651464201734 0.0031148191018054621 -0.0031400841542471008 0.00090442893296787525 0.0033162848102906771 -0.0033650272700257635 -0.0033833557117261279 -0.0040441216107759493 0.0037435072109240851 0.0028894071118038779 -0.0032738977468057284 -0.0035154278122485421 -0.0035344846555770719 0.00079869573691463899 0.0019927819971787743 -0.0037602772452250896 0.0001241436924813662 0.0039311087637591731 0.00024827791163330339 -0.0037911663060449588 0.0011868350001707152 -0.0028583250991570056
leaf_weight=0.0016638492520546491 0.0021851947236868332 0.011341139280276025 0.001906578508332756 0.0084805484685976928 0.0011993519578936693 0.008616188063932384 0.0027186522947602034 0.0027228793391174113 0.0028591370811845698 0.011354102608011729 0.017818584488302758 0.010632605874945966 0.0014199007634942964 0.0034864241604752868 0.0055079028054034742 0.001348879194331686 0.0024226863315384142 0.012746135060808683 0.0046102207706706366 0.0048180137226303543 0.0021268604105699742 0.0067412752439395263 0.025287478982185529 0.0056912060827016822 0.056089630576885874 0.0072063367724126684 0.0087902137923618895 0.0033215497405763008 0.0076751346205519164 0.0049735967603510281
leaf_count=197 133 108 92 308 9 120 45 45 70 119 721 30 7 77 164 84 17 85 116 89 19 33 398 22 364 26 285 23 81 23
internal_value=0 4.67602e-06 -2.80588e-05 3.58546e-06 -0.00166168 7.29686e-05 0.0001507 0.000105281 0.000152029 0.000784852 -0.000159552 -0.00139354 -0.00266357 0.000348723 -9.1251e-05 0.000322651 0.000157159 0.00155744 -0.000856552 0.0006415 0.00130097 -0.000999469 0.00168707 -0.000129532 -1.73403e-05 0.000301822 0.00190737 -0.00149114 -0.000316771 -0.000118778
internal_weight=0 0.246098 0.243913 0.242007 0.0096799 0.232327 0.223711 0.220992 0.218269 0.0720121 0.146257 0.0298711 0.0192385 0.060658 0.0493168 0.0438089 0.116386 0.019779 0.00703291 0.0403225 0.0287632 0.0115593 0.0266364 0.0966068 0.0937477 0.0770598 0.0159966 0.0166879 0.0109967 0.0610632
internal_count=3910 3713 3580 3488 317 3171 3051 3006 2961 1091 1870 758 728 972 864 700 1112 218 133 623 501 122 482 894 824 698 311 126 104 387
is_linear=0
shrinkage=0.00404364


Tree=831
num_leaves=31
num_cat=0
split_feature=14 13 52 403 132 41 39 43 403 3 403 43 129 2 2 151 0 2 52 13 457 52 15 34 1375 16 160 16 13 50
split_gain=0.00418411 0.00468524 0.00600508 0.0057836 0.00634217 0.00595687 0.00595156 0.00618702 0.00511035 0.00460178 0.00519261 0.00701045 0.00526174 0.00536262 0.00848985 0.00730985 0.00791446 0.00648905 0.0067416 0.00593366 0.00636154 0.00587193 0.00585534 0.00584672 0.00565282 0.00575014 0.00580944 0.00655048 0.00481418 0.00435431
threshold=0.077685000000000018 -0.094679999999999986 0.11588000000000002 -0.088854999999999976 0.079995000000000011 0.078535000000000008 0.005105000000000001 -0.24333999999999997 0.10150000000000002 -0.15327499999999997 0.092300000000000007 0.0041500000000000009 0.087190000000000017 0.096750000000000017 0.10274500000000002 0.056555000000000001 -0.23029999999999998 0.11230000000000001 -0.15154999999999999 -0.086679999999999993 -0.066264999999999991 0.13709500000000002 -0.089024999999999979 -1.0000000180025095e-35 -0.029589999999999995 -0.083564999999999987 -0.089989999999999987 -0.057604999999999996 0.11202500000000001 0.081160000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 8 -8 9 -5 11 12 13 15 -15 16 -11 18 -16 -18 -21 -19 -17 -22 -25 29 -27 -28 -13 -26
right_child=-2 3 -4 4 -6 -7 7 -9 -10 10 -12 28 -14 14 17 22 19 21 -20 20 23 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00036815309061460867 -0.00077663545952192097 -0.0010926071225316578 -0.00059629567249281658 0.00050318624985303136 0.00053665777055097899 -0.0012270002625672273 -0.00042538822740320354 0.0007734163334420219 -0.0012439000549571222 0.00074194238824198337 0.00081919922578714902 -0.0011213430359790439 -0.0012442587548292042 -0.0010869857921937643 -0.00099728421957756509 -0.0011577772161477399 -0.0012440731730045602 -0.00079348485622363183 0.00075772409766821334 -0.0012231601318663033 -0.0012346721785672832 0.00032135280519705433 0.0001713858909188554 -0.0012442102181074945 0.00081588612978142762 -0.0012438249047703007 -0.0012444602981159663 0.00027863158106031211 0.00022844057918309247 -0.00027686144880051134
leaf_weight=0.081403084453384622 0.010990099681094989 0.0082346619748889793 0.011376957834343671 0.018745471188708507 0.027400266410985807 0.0069199435387190525 0.0092304925103690039 0.023868773356198858 0.0060888222101951319 0.028281929208787915 0.0085750561069133369 0.01802638114021704 0.0060799798822053211 0.018255588604443318 0.0041905538490709651 0.012836009019281391 0.0055685905172850872 0.023601680096433597 0.017587454169905925 0.00557183503801184 0.0045723944760993609 0.010579076451946889 0.0085297189094717396 0.0040053353911844161 0.032701528430703057 0.0051942775863906823 0.004817005289059032 0.046618415670717908 0.0052828039091536985 0.0068126536922328276
leaf_count=363 126 483 90 136 212 55 39 289 185 43 32 284 89 86 35 21 171 136 63 104 25 36 40 42 94 157 85 331 12 46
internal_value=0 -5.02905e-07 0.00024989 -6.1933e-05 -3.89909e-05 -8.50376e-05 -6.14923e-05 0.000439102 -0.000116263 -9.31008e-05 -0.000133353 -0.000163706 -0.000101904 -7.29312e-05 -0.000350663 5.16037e-05 0.000152211 -0.000110451 0.000420023 8.25735e-06 7.14861e-05 -0.000448438 -0.000627143 0.000140369 0.000203148 0.000263445 9.43002e-06 0.000135992 -0.000815427 0.000627485
internal_weight=0 0.470957 0.09278 0.378177 0.369942 0.342542 0.335622 0.0330993 0.302523 0.296434 0.277688 0.269113 0.245804 0.239724 0.0742144 0.16551 0.144144 0.0559588 0.021778 0.115862 0.110293 0.0341808 0.0213657 0.104722 0.100149 0.0961439 0.0566297 0.0514354 0.0233092 0.0395142
internal_count=3910 3784 453 3331 2848 2636 2581 328 2253 2068 1932 1900 1604 1515 356 1159 1098 270 98 1055 884 172 61 780 755 713 573 416 296 140
is_linear=0
shrinkage=0.00124344


Tree=832
num_leaves=31
num_cat=0
split_feature=484 375 1373 1373 160 133 1456 133 2 448 50 42 42 123 1366 474 15 15 158 13 52 474 13 151 151 133 2 43 1 1
split_gain=0.00160484 0.00161886 0.00164682 0.00177399 0.00188041 0.00416981 0.00281346 0.00254967 0.00218942 0.00215935 0.00214375 0.00203916 0.00336875 0.0030698 0.00301284 0.00252516 0.00420843 0.00306286 0.00259077 0.00275847 0.00530468 0.00259175 0.00266974 0.00326697 0.00409609 0.00397406 0.00401408 0.00368621 0.00295398 0.00518907
threshold=-0.47092499999999993 0.092405000000000015 0.11103 0.10855000000000002 -0.10117499999999999 -0.031394999999999992 0.078920000000000018 -0.26719999999999994 0.11635500000000001 -0.083779999999999979 0.13024000000000005 -1.0000000180025095e-35 -0.088669999999999985 1.0000000180025095e-35 -0.081619999999999984 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 0.085745000000000002 -0.094679999999999986 0.11588000000000002 0.087505000000000013 -0.086679999999999993 0.056555000000000001 0.079335000000000017 0.093130000000000004 0.11290500000000002 0.088185000000000013 0.09112000000000002 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 -7 -9 -10 12 -11 14 -13 -16 -17 -18 19 20 -19 22 -21 25 -25 27 -27 28 -24 -30
right_child=1 -3 -4 -5 6 8 -8 9 10 11 -12 13 -14 -15 15 16 17 18 -20 21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.0038889993561329549 0.002518281249211518 -0.0035520784705419702 -0.00330486583555649 0.0038613614104031132 -0.0027218831682634353 -0.0033439436801363442 -0.0036257799772689008 -0.0027788205850850581 0.0035512302839015653 0.0001468846786175861 -0.0037068795912969387 -0.0038883764275736287 -0.00272912790323783 0.003077885689267906 -0.0038896348706920214 0.0035726321261832128 -0.0025583518125596315 0.0020167998352083102 -0.0021877350912380559 -0.0025370079544674699 -0.0029754301049898161 -0.0026726649874386165 0.001893172633706486 -0.0027880429118414952 0.00072326264764135516 -0.0038871320793154988 0.0035249254752829293 -0.0032294052649343178 -0.0018884485932918527 0.0013956779893242032
leaf_weight=0.0016097896632221156 0.0033303319839497201 0.0019177343123999427 0.0022118927955148129 0.0018442494183545924 0.0044908132310315088 0.008840908331505748 0.0029805321987552693 0.0035258225449013017 0.0015773382569683756 0.022879659453655332 0.001007251472117332 0.0024963246575655509 0.0084149150748467072 0.0064680021953478209 0.0020356711940028296 0.0063344344557343382 0.0053151609778954159 0.031043783343530862 0.0054590193056753824 0.0045896359290225055 0.0035867246867837812 0.0044121557333749442 0.043032964592788048 0.0094176943002821645 0.01074358517280416 0.0047725839289638463 0.0014357261307296199 0.0029211805074851318 0.010638981049996943 0.022934642418533713
leaf_count=64 72 12 19 3 210 403 221 56 47 374 13 27 406 238 103 110 43 218 113 200 14 137 308 14 38 201 19 14 33 180
internal_value=0 4.60164e-06 3.31713e-05 6.43867e-05 3.45486e-05 -0.00130857 0.000124663 0.000176188 -0.00242403 0.000237445 0.000722641 0.000288346 -0.000626457 0.000449507 0.000350189 0.000412918 0.000465479 0.000342699 0.000442187 0.0005382 0.00149975 0.000248391 0.000365039 0.000490815 -0.000916931 0.000821854 -0.00217303 0.00105565 0.00121905 0.000354987
internal_weight=0 0.24066 0.238742 0.23653 0.234686 0.0147558 0.21993 0.216949 0.0114255 0.212459 0.00258459 0.208933 0.0312946 0.177638 0.17117 0.168674 0.166638 0.160304 0.154989 0.14953 0.0346305 0.114899 0.110487 0.105897 0.0201613 0.0857361 0.00620831 0.0795278 0.0766066 0.0335736
internal_count=3910 3846 3834 3815 3812 535 3277 3056 463 2846 60 2790 780 2010 1772 1745 1642 1532 1489 1376 232 1144 1007 807 52 755 220 535 521 213
is_linear=0
shrinkage=0.00388662


Tree=833
num_leaves=31
num_cat=0
split_feature=1213 1212 1212 16 121 124 42 42 394 4 43 3 1446 1186 13 1 4 43 47 1 4 4 52 160 454 151 1373 4 12 457
split_gain=0.0015698 0.00155199 0.00239462 0.0015417 0.00168059 0.00217876 0.00261505 0.00257242 0.0021036 0.0018638 0.00589281 0.00308862 0.00232197 0.0020908 0.002222 0.00283807 0.00279345 0.00262522 0.00284562 0.00368331 0.00355061 0.00341471 0.00329472 0.00320817 0.00313919 0.00279753 0.00298686 0.00350626 0.00319323 0.00246186
threshold=-0.082704999999999987 -0.50114499999999984 -1.0000000180025095e-35 0.67964000000000013 1.0000000180025095e-35 0.10068000000000002 -0.11403999999999999 -0.10298999999999998 -0.088129999999999986 -0.49837999999999999 -0.46376499999999993 -0.34922499999999995 0.091520000000000018 0.085080000000000003 -0.083514999999999992 0.13148500000000005 -0.083329999999999987 1.0000000180025095e-35 0.096300000000000011 0.12811000000000003 0.0057500000000000008 0.00046500000000000008 -0.072349999999999984 0.088785000000000017 1.0000000180025095e-35 0.056555000000000001 -0.47095499999999996 -0.0017649999999999999 -1.0000000180025095e-35 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 10 -10 -11 13 14 15 16 -13 18 20 -20 21 24 23 -22 25 26 -16 28 -28 -24
right_child=1 2 3 -5 -6 -7 7 8 9 11 -12 12 -14 -15 17 -17 -18 -19 19 -21 22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.002698205537916078 0.0031933202383171767 -0.0031889938255989076 -0.0022355589007054394 0.0026261861054159099 -0.0029712712417932587 0.0020774462195746498 0.0024683795282162005 -0.0030454252091991815 0.002567415956123544 0.0031667845512921506 -0.0029067486109122386 0.0017004844980388844 -0.0031752924334958132 0.0018493973421951446 0.0031968609398669665 0.0031889497915637858 -5.9954816873498242e-05 -0.0018978904638484867 -0.0025745369813222085 0.000682169545148525 -0.0020553629690727728 -0.0028584657431031096 0.00086647362815324641 0.0011864573411217822 0.0024083886190549614 -0.0021587558937042708 0.0022421482460502854 -0.0031820758373866252 -0.00038920660019331076 0.0030523683273528629
leaf_weight=0.0021997288320241273 0.0015446002362295977 0.0023888575858550523 0.0053270795452609035 0.0022841592131470625 0.0019270117336986905 0.005108164399530323 0.0042958370715950869 0.0023167338928580241 0.0027959241524513345 0.0032356467793022139 0.0070140672232863466 0.011831411802040392 0.0022765402686495398 0.0064420922116994453 0.0026457363273948422 0.0038046305061172339 0.040628008408839733 0.0089257350870575181 0.0097158607202842973 0.0055453601767112568 0.0068997822874337089 0.0053016096395559478 0.02411008591956687 0.0056398927927006071 0.0043860750339490542 0.0078104333634882997 0.0055128835274516055 0.0038800380112471574 0.031342615209124944 0.0066914232702117707
leaf_count=355 1 126 154 35 25 46 31 86 8 36 158 76 126 29 1 127 725 276 142 22 49 52 226 18 27 50 69 40 749 45
internal_value=0 7.99793e-06 -1.33858e-05 1.9931e-05 -6.47898e-06 1.90853e-05 -2.90632e-05 2.61082e-05 -2.41504e-05 9.75601e-06 -0.00134657 7.74253e-05 2.57367e-05 6.38672e-05 1.58073e-06 0.000529931 0.000337085 -0.000229925 -0.000105322 -0.00139117 8.29672e-05 -0.00041358 0.000780444 -0.000597309 -0.00018036 -0.000402163 -8.59028e-05 -0.000299115 4.39417e-06 0.00134134
internal_weight=0 0.231628 0.230084 0.227695 0.225411 0.223484 0.218376 0.213048 0.208753 0.206436 0.00980999 0.196626 0.19339 0.191114 0.184672 0.0562641 0.0524594 0.128408 0.119482 0.0152612 0.104221 0.0608794 0.0433412 0.0125397 0.0555778 0.0511917 0.0433813 0.0407355 0.0368555 0.0308015
internal_count=3910 3555 3554 3428 3393 3368 3322 3168 3137 3051 166 2885 2849 2723 2694 928 801 1766 1490 164 1326 988 338 67 936 909 859 858 818 271
is_linear=0
shrinkage=0.00318838


Tree=834
num_leaves=31
num_cat=0
split_feature=124 38 3 1365 39 52 0 42 4 42 14 1456 401 158 160 133 150 133 42 3 13 4 403 151 49 150 0 156 3 1375
split_gain=0.0054763 0.0153255 0.00973946 0.00849109 0.00606783 0.00635103 0.00634989 0.00683525 0.0101585 0.00765075 0.00629187 0.00546746 0.00562041 0.00548067 0.00561137 0.00832598 0.0111933 0.00725364 0.00700171 0.0077354 0.00778897 0.00797725 0.00820685 0.0093982 0.00825299 0.00819248 0.00725685 0.00680234 0.00830991 0.00994539
threshold=-0.048219999999999992 0.081245000000000026 0.31335500000000011 1.0000000180025095e-35 0.18016500000000005 -0.11271999999999999 0.076335000000000014 0.091735000000000025 0.15927500000000003 0.10217500000000002 0.078275000000000025 0.075285000000000005 0.10072000000000002 0.084965000000000027 -0.10117499999999999 -0.031394999999999992 -0.22988499999999998 -0.26719999999999994 -0.11145999999999999 -0.10315499999999998 0.16421000000000002 -0.51381999999999983 -1.0000000180025095e-35 0.056555000000000001 -0.31764499999999996 -0.093064999999999995 -0.230625 0.091895000000000018 0.094625000000000015 -0.089714999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -2 -9 11 12 13 14 15 -7 -17 -16 -19 -20 21 -21 -23 24 -24 -26 -25 28 29 -27
right_child=2 -3 -4 -5 -6 10 -8 9 -10 -11 -12 -13 -14 -15 17 16 -18 18 19 20 -22 22 23 26 25 27 -28 -29 -30 -31
leaf_value=0.00093954403131746289 -0.0012992096040383328 -0.0013731898135866216 0.0015162165680570481 -0.0015170887227569574 0.0015178899204559837 0.00095454880465962511 0.00072907652773911808 0.00060691016471351713 0.0007203577151160402 -0.0015134472505103553 -0.001470738808607195 -0.0011936798817002042 -0.0015163266499540458 -0.00082625080188259673 -0.0014633210021713823 0.00099594974623307109 -0.0014521807444648257 -0.0012503493554627669 0.00060269057659406385 -0.0015181174921207704 -0.0015140573211992227 -0.00095893510082765434 -0.0015166999070814426 0.00032793084840272143 -0.0014353521473752077 -0.0015201804395859404 -0.00096761320283042442 -0.00080810648285522602 0.00098298205049809927 0.00038347726935654977
leaf_weight=0.034236964312640339 0.037878192421835877 0.0081499240643267967 0.0087470815516326184 0.0094916261742241659 0.0054671330919973107 0.0068502730296415839 0.0085369350779842534 0.015246161748748932 0.0067406042217044151 0.0052580337430931925 0.006769167364197414 0.0086230972140803885 0.0053686327658546409 0.016008640772380289 0.0064680942924546505 0.0054607399797532699 0.020028896267206164 0.0079685148836183828 0.080125448641311436 0.0067528077893257423 0.0069539081818135165 0.014547802601228454 0.0053972644409441264 0.016505471481650602 0.0055589155472262055 0.0066075839463337607 0.024947462678994725 0.0097407000453344494 0.056281759309058543 0.13778116793705308
leaf_count=278 398 41 119 67 30 41 80 63 13 43 78 228 159 228 155 5 282 77 186 8 19 538 16 14 19 42 70 45 94 474
internal_value=0 0.000494864 -7.04862e-05 -9.60289e-05 -7.07642e-05 -8.72011e-05 -0.000500091 -0.000661222 -0.000994112 6.31721e-05 -2.03211e-05 1.59549e-06 2.50549e-05 4.41226e-05 7.74582e-05 -0.000529007 -0.000927709 0.000128317 0.000155468 0.000185647 7.08451e-05 0.000109636 0.000149265 0.000210607 0.000334641 0.000380908 -0.000451762 0.000428892 0.000488937 0.000296361
internal_weight=0 0.0423869 0.552112 0.543365 0.533873 0.528406 0.0736599 0.065123 0.0446188 0.0205042 0.454746 0.447977 0.439354 0.433985 0.417977 0.0323399 0.0254896 0.385637 0.379169 0.3712 0.291075 0.284121 0.277368 0.26282 0.221367 0.21597 0.0414529 0.210411 0.200671 0.144389
internal_count=3910 319 3591 3472 3405 3375 597 517 411 106 2778 2700 2472 2313 2085 328 287 1757 1602 1525 1339 1320 1312 774 690 674 84 655 610 516
is_linear=0
shrinkage=0.00151575


Tree=835
num_leaves=31
num_cat=0
split_feature=4 11 48 50 0 0 16 0 1 0 3 48 0 49 474 13 42 160 43 150 394 129 44 39 43 43 43 42 484 3
split_gain=0.0054881 0.00852778 0.00614329 0.00626864 0.00508433 0.00762073 0.00567555 0.00696891 0.00729541 0.00719832 0.00578539 0.00544704 0.00517237 0.00514655 0.00490264 0.00488032 0.00460483 0.00510955 0.00531115 0.00600742 0.00459659 0.00525164 0.00494656 0.00535927 0.00812515 0.00443949 0.00702371 0.00610974 0.00427419 0.00456717
threshold=0.27020000000000005 0.08184000000000001 0.11930500000000001 0.11901000000000002 -0.017269999999999997 -0.10071499999999999 -0.014099999999999998 -0.10209999999999998 0.076710000000000014 -0.10575999999999998 -0.0086749999999999969 0.078735000000000013 -0.092299999999999979 -0.088329999999999978 -1.0000000180025095e-35 -0.11267999999999999 0.08401500000000002 -0.082234999999999989 0.021175000000000003 0.09202500000000001 -0.082514999999999991 0.086720000000000005 0.13998500000000003 0.005105000000000001 -0.24333999999999997 -0.083254999999999982 0.056750000000000009 0.060615000000000009 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 14 5 6 7 8 -1 10 -10 25 -7 -8 -2 -14 20 -18 19 28 21 -17 23 -22 -25 27 -27 -6 -19 -30
right_child=2 -3 -4 -5 11 12 13 -9 9 -11 -12 -13 15 -15 -16 16 17 18 -20 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00089020812390891023 -0.0012458641492969537 -0.0010496036220095208 -0.00062895966321336303 -0.00077209304753596112 0.0011777650389844852 -0.0011216898614510593 -0.00062876624668187372 0.0008984203752638451 0.00068557777792255009 -0.0011478123298125646 -7.0058177211247994e-05 0.0010286930603261094 0.00071996282974779639 0.00073834752180607023 0.00077990098994881957 -0.0012438657553816594 -0.0011503574597241674 -0.0012435742394463309 -0.0012437407787985249 -0.0010391911255100395 -0.00098935266417079842 0.00090475165649354125 0.0012458654113933923 -0.0011826420221008663 0.0010389466046880345 -0.00094959378703078753 0.00026379909393951301 -0.00023890294011711034 1.0472008473767211e-05 0.0007675526277359367
leaf_weight=0.016825085797961492 0.0019395650597289196 0.013594769777100169 0.0085375509268033056 0.0051545704204727363 0.010950758427441087 0.011362045960444433 0.0050139751219830933 0.011106243222840817 0.019833861385023965 0.0078871509592772782 0.074551428143422527 0.012016052398166721 0.0075966343241589121 0.028220620648454542 0.038769016458104488 0.0024742133505881725 0.0063914060878982317 0.0027957387019501559 0.004790984914009754 0.0062159738486116103 0.038832834683413253 0.0060832712880483086 0.0019405862549319855 0.0046967738956595895 0.0055569893650044833 0.011775763632698499 0.019740865912353911 0.0082552759336351755 0.028646974125081208 0.021616785612216922
leaf_count=112 1 160 39 18 33 233 20 23 68 12 171 70 40 114 414 89 302 232 158 52 810 32 1 17 39 97 30 28 325 170
internal_value=0 -8.21535e-05 0.000339517 0.000519802 -4.70974e-05 -0.000111962 7.34589e-05 -4.36086e-05 -0.000131456 -6.63181e-06 8.87291e-05 0.00027593 -0.000315349 0.000532096 0.000683383 -0.000248786 -0.000305377 -9.02018e-05 1.55616e-05 0.000117346 -0.000559818 0.000283525 -0.000701251 -0.000778228 2.13398e-05 9.76022e-05 -0.000189569 0.000568843 0.000252835 0.000336067
internal_weight=0 0.388773 0.0544007 0.0458632 0.375178 0.31244 0.163438 0.130204 0.119098 0.102272 0.0943853 0.0627387 0.149001 0.0332346 0.0407086 0.137639 0.130043 0.0704579 0.0640665 0.0592755 0.0595847 0.00855748 0.0510272 0.0490866 0.0102538 0.0507227 0.0315166 0.019206 0.0530595 0.0502638
internal_count=3910 3438 472 433 3278 3020 520 386 363 251 239 258 2500 134 415 2267 2227 1239 937 779 988 121 867 866 56 188 127 61 727 495
is_linear=0
shrinkage=0.00124344


Tree=836
num_leaves=31
num_cat=0
split_feature=1456 151 457 457 151 1213 15 11 1 147 456 1 0 3 48 0 0 42 13 130 2 15 3 49 3 42 43 133 52 151
split_gain=0.00160416 0.00197035 0.00181904 0.00210625 0.00257746 0.00201182 0.00199469 0.00198362 0.00302294 0.00201464 0.0019733 0.00211018 0.00317545 0.00328851 0.00253322 0.00274667 0.00263955 0.00333693 0.00283848 0.00320636 0.00242696 0.00229065 0.00276441 0.00249555 0.00365906 0.00218774 0.00347336 0.00237235 0.00221703 0.00217436
threshold=-1.0000000180025095e-35 -0.035524999999999994 -0.23052999999999998 -0.067474999999999993 -0.095804999999999987 -0.082704999999999987 0.28654000000000007 0.08184000000000001 0.11831500000000002 0.074865000000000015 -0.030409999999999996 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 0.091555000000000011 -0.083424999999999985 -0.076734999999999984 0.15788000000000005 -0.5337599999999999 -1.0000000180025095e-35 0.086875000000000022 0.084955000000000017 -0.08348499999999999 0.090445000000000011 -0.076539999999999983 0.079890000000000017 -0.11652999999999998 0.10064500000000001 0.11401500000000002 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 10 9 -9 -7 12 13 -12 15 -14 17 -17 -18 -20 -21 22 -15 -24 -25 28 -27 -28 -22 -13
right_child=2 -3 3 5 -6 6 -8 8 -10 -11 11 29 14 21 -16 16 18 -19 19 20 25 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00082191878310048294 0.0023637730673249403 -0.0034517974545843055 0.0033044001248857236 -0.0034515710805377298 -0.002093445989467084 -0.003219592302520773 -0.0034070591607638771 -0.0025449238240787667 0.0020596414676164114 0.0023213774136711905 -0.0034522171310937154 0.00071183096280352462 0.0024492787680225245 0.0034171079853036533 0.0021349056815104382 -0.0031315169040472919 -0.0034542155150670585 0.0024876261383750082 -0.003452653376442013 -0.0034531032250976141 0.0026696310189875901 0.001556620914069486 -0.0025220566844131312 0.0022244032197446311 -0.0034519213368617296 0.0019724168989892917 -0.003453390282848703 0.0025091561363433474 -0.00091366242190364438 -0.00080039798660570555
leaf_weight=0.0020464540287505883 0.0038930612727199323 0.0034528709236467661 0.0011832192846128473 0.0019259161378490921 0.0096209448579536172 0.0019763689703324863 0.0019229595964134196 0.0093213709967443492 0.002734462765374702 0.0011368995074008134 0.0057017648764445808 0.10226136052186163 0.0048280130992637274 0.0014825439275227793 0.0078511156808502847 0.0065758886846554107 0.0023686601198278359 0.0015567789450869896 0.0022538354356278481 0.0014689476611238267 0.011114891095452606 0.004945869015948289 0.010445712473376115 0.003931809987037127 0.0020619884017269987 0.0046558174484516678 0.0038077590682092967 0.0010044596105016623 0.0025235166713408761 0.012735396759595119
leaf_count=41 42 328 12 319 201 26 17 170 31 8 243 1287 55 2 71 308 3 3 14 6 108 64 153 45 85 9 76 85 35 63
internal_value=0 -0.00186143 2.49619e-05 -1.57955e-05 -0.0015023 5.97496e-05 9.18499e-05 0.000124082 -0.00117117 -0.00201592 0.000211465 0.000246495 -0.000189411 -0.00110731 0.000334967 -2.31959e-07 -0.000317031 -0.00205588 0.000167303 0.000487034 0.000848347 -0.000522641 -0.00109645 -0.00150349 0.000271632 0.0011218 -0.000152737 -0.00220882 0.00200661 0.000544358
internal_weight=0 0.00549932 0.227291 0.223398 0.0108042 0.212594 0.210668 0.208745 0.0131927 0.0104583 0.195552 0.193576 0.0785794 0.0285697 0.0500097 0.0421586 0.0373306 0.00813267 0.0291979 0.0268292 0.0245754 0.0228679 0.0179221 0.0164395 0.0059938 0.0231064 0.00946804 0.00481222 0.0136384 0.114997
internal_count=3910 369 3541 3499 213 3286 2967 2950 209 178 2741 2715 1365 592 773 702 647 311 336 333 319 349 285 283 130 313 170 161 143 1350
is_linear=0
shrinkage=0.00345121


Tree=837
num_leaves=31
num_cat=0
split_feature=4 48 1348 11 50 3 1 16 31 4 15 13 0 16 52 12 1 2 43 1375 160 403 130 44 394 38 150 42 130 4
split_gain=0.00522044 0.00855013 0.00667661 0.00876644 0.0062836 0.00617488 0.00562203 0.00614902 0.00537363 0.00475475 0.00683914 0.00439128 0.00615417 0.00714568 0.00792506 0.0057129 0.00704787 0.00739432 0.00531294 0.00699463 0.00595015 0.0053554 0.00813731 0.0060642 0.00547435 0.00503267 0.00490369 0.00547621 0.00669681 0.00557511
threshold=0.27020000000000005 0.11930500000000001 0.088030000000000011 0.08184000000000001 0.11901000000000002 -0.14539499999999997 0.11198000000000001 -0.53943499999999989 -1.0000000180025095e-35 -0.48072499999999996 0.079360000000000014 -0.094679999999999986 -0.12329499999999999 -0.013279999999999998 -0.092854999999999979 -0.051479999999999991 0.08844500000000001 0.086545000000000025 -0.074254999999999988 0.071870000000000003 -0.085744999999999988 0.086810000000000012 -0.076814999999999981 0.13998500000000003 -0.50967499999999988 -0.073614999999999986 0.09202500000000001 0.088235000000000022 -0.23515499999999998 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 6 9 7 -2 -7 -1 -11 15 13 -13 -15 -10 17 -17 20 21 -14 23 -23 25 -24 -20 27 29 -29 -22
right_child=1 -3 -4 -5 -6 8 -8 -9 11 10 -12 12 18 14 -16 16 -18 -19 19 -21 26 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00051305102497769335 0.0010324412767564826 -0.00077096537715195114 0.0011202591573957101 -0.0011723880641875439 -0.00075093855472136654 0.0010184217775772264 0.001015667917450367 -0.00025261021668734554 -0.00085197812266763287 0.00098045022206381949 -0.00078352540489089976 -0.0002883024773497539 -0.0010666980536657975 -0.0005352522425445148 0.00094949911240381924 -0.0011073490771897618 0.00066229093312802619 6.4495713803627735e-05 0.00020875461073303444 0.00086460441437959882 0.00021308018595399793 0.00093721809720139502 0.0010122583616184796 0.0011740262441925998 -0.0011723678730900342 -0.00099199069288051262 -0.00096361076394426304 -0.0011542644292445899 0.00036500915311077646 -0.00060622039890111123
leaf_weight=0.0071252834347887975 0.0072875548248703117 0.012497105656620988 0.0046533360495857315 0.01496505298990769 0.0065103362453555738 0.004234470971908876 0.016544146289135142 0.017127202713709266 0.010553504294762206 0.014552237517960975 0.0038070999126205143 0.09335009597880628 0.012843668371267825 0.0074232432397138828 0.014728632545256914 0.0093203951281140007 0.019701635829676434 0.035745918045705594 0.0051253700512461356 0.0038823600706336938 0.015920453711700588 0.0061453560659288078 0.0019364604078191397 0.0019570831209421149 0.0084324305951675189 0.073753518987963673 0.011002265372667352 0.00448822376120006 0.035409974357754948 0.040186011334004235
leaf_count=20 54 39 32 158 18 55 290 71 39 52 52 165 308 20 47 54 89 96 12 10 139 12 3 1 173 1214 70 12 205 400
internal_value=0 9.13367e-05 -0.000276171 -0.000290403 0.000318353 -0.000260515 0.000488314 0.000130964 -0.000294803 0.000299363 0.000614662 -0.000308303 -0.000365534 -0.000146331 0.000451949 -5.25562e-05 7.77042e-05 -0.00017786 -0.000480054 -0.000677693 -0.000313116 -0.000739201 -0.00013117 -0.000863417 -0.000764374 -0.000913969 -0.000222666 -0.000137752 0.000194103 -0.00037374
internal_weight=0 0.0599663 0.461244 0.456591 0.0474692 0.441626 0.0409589 0.0244148 0.416141 0.0254846 0.0183593 0.411907 0.336585 0.115502 0.0221519 0.0753215 0.0647679 0.0450663 0.221083 0.101233 0.119851 0.0973502 0.0165142 0.080836 0.0103689 0.0788789 0.107007 0.0960047 0.0398982 0.0561065
internal_count=3910 472 3438 3406 433 3248 415 125 3124 124 104 3069 2791 232 67 278 239 150 2559 1425 1134 1415 188 1227 176 1226 826 756 217 539
is_linear=0
shrinkage=0.00117172


Tree=838
num_leaves=31
num_cat=0
split_feature=1348 14 9 30 484 150 160 40 11 101 453 4 11 3 0 16 49 52 0 13 156 16 43 4 4 43 43 394 13 15
split_gain=0.00151633 0.00169133 0.00163019 0.00163434 0.00160282 0.00293096 0.00227457 0.00191825 0.00161522 0.00161851 0.00164344 0.00187159 0.00234474 0.00229914 0.00257363 0.00387185 0.00465452 0.00340758 0.00330588 0.00256671 0.00313188 0.00285581 0.00245175 0.00326664 0.00342209 0.00322996 0.00323564 0.00322925 0.00367881 0.00368758
threshold=0.094400000000000012 0.077685000000000018 -0.016839999999999997 -1.0000000180025095e-35 -0.0043499999999999988 0.094545000000000018 -0.098319999999999991 -0.0091899999999999985 0.10553000000000001 -0.08175499999999998 0.10097500000000002 0.27020000000000005 0.08184000000000001 -0.14539499999999997 -0.099864999999999995 -0.057604999999999996 -0.088329999999999978 0.085110000000000019 -0.092299999999999979 -0.11267999999999999 0.089280000000000012 0.20277000000000003 -0.074254999999999988 -0.076329999999999995 -0.078484999999999985 -0.079109999999999986 -0.083094999999999988 -0.082514999999999991 0.11596500000000001 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 9 -6 11 12 13 -11 15 17 -17 -15 -16 21 22 -20 25 24 27 26 -21 -24 29 -29
right_child=-2 -3 3 4 8 -7 7 -9 -10 10 -12 -13 -14 14 18 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036638416442322905 0.0036497434253086581 -0.002293944952713573 -0.0036271784540638438 0.0020902597653140965 -0.0036648537953859824 0.0025665088398349536 0.0015481215989840717 -0.0036634043035552824 -0.0028634771730451586 0.0017200672310896433 -0.0025864848332392554 0.0011942210914460956 -0.0036633248921081867 0.00034201733130186714 -0.0035643017666921527 -0.0021048088773610784 0.0027434805283798459 -0.0024310846963942934 0.0033881834818205846 0.00021497144393438418 -0.003500785200822525 -0.00021334349438454535 0.0019768884002444227 -0.0030668384312577562 0.0024061140147525451 0.0025763860799866197 -0.0032186005584977418 0.0036666506066508888 0.0036647382207554468 -0.0031877118567288235
leaf_weight=0.0016052411714397854 0.0014889915904277009 0.0044500470605495215 0.0016909212649807151 0.0014070038168911845 0.0015230361393605554 0.0021091964849446762 0.0010961934797251169 0.0069777619227000534 0.0025026909128769139 0.010901403625837247 0.0029556210431564969 0.021184708240440386 0.0022603591048166996 0.048715040982209246 0.0042873923572148689 0.0031969797839792582 0.015698649110234442 0.0067696636091767451 0.0050765390226104046 0.030170898597866369 0.0044530163215474863 0.0070608101170819282 0.0035821234833992568 0.008391183336001095 0.0046579756204403458 0.0066966420465366374 0.004193001866291012 0.0011601097362472492 0.0014206206105882311 0.011382791349147317
leaf_count=119 28 125 4 41 6 21 14 505 24 58 27 348 90 179 159 20 116 58 36 484 171 21 91 413 87 75 121 2 3 464
internal_value=0 -5.82398e-05 -1.3651e-05 -4.02996e-05 -1.27097e-05 -0.00133829 -0.00220698 -0.00295584 6.10688e-05 9.66442e-05 0.000124697 0.000164513 4.33741e-05 9.04932e-05 -1.59371e-05 0.000491308 0.00192319 3.67241e-06 -0.000423673 -0.000271087 -0.000520522 0.00129302 -0.000335314 -0.00112014 -0.000384445 0.000249471 -0.000203985 -0.00112528 -0.00192109 -0.00255374
internal_weight=0 0.227578 0.223128 0.221522 0.219831 0.0115902 0.00948096 0.00807396 0.208241 0.205739 0.204216 0.20126 0.180075 0.177815 0.166913 0.0743803 0.0188956 0.0554847 0.0925331 0.0882457 0.0761084 0.0121373 0.0716553 0.0305948 0.0222036 0.0410605 0.0343639 0.0175456 0.0139635 0.0125429
internal_count=3910 3882 3757 3638 3634 581 560 519 3053 3029 3023 2996 2648 2558 2500 373 136 237 2127 1968 1911 57 1740 1060 647 680 605 560 469 466
is_linear=0
shrinkage=0.00366245


Tree=839
num_leaves=31
num_cat=0
split_feature=45 1374 8 455 1 15 48 150 42 1 457 457 1374 457 160 39 47 16 151 51 150 484 51 160 41 50 13 13 133 12
split_gain=0.00145825 0.00176258 0.00150822 0.00151537 0.00161304 0.00235349 0.00280205 0.00364904 0.00359674 0.00234077 0.00301447 0.00237192 0.00259967 0.00406654 0.00236096 0.00230661 0.00297688 0.00232145 0.00311757 0.00404137 0.00256426 0.00231902 0.00290419 0.00272009 0.00228223 0.00228577 0.00233425 0.00311932 0.00323516 0.00302693
threshold=-1.0000000180025095e-35 0.09309000000000002 -0.092789999999999984 0.10340500000000001 0.085835000000000009 -0.14676499999999995 0.089715000000000017 0.085285000000000014 0.092145000000000019 0.086560000000000012 0.53894500000000012 0.46408000000000005 -0.095439999999999983 0.08981500000000002 -0.40446999999999994 0.005105000000000001 0.084695000000000006 -0.055679999999999993 -0.086769999999999986 -0.030229999999999996 -0.093459999999999988 -1.0000000180025095e-35 0.088715000000000002 0.08234000000000001 0.078535000000000008 0.078570000000000015 -0.5337599999999999 -0.45122499999999993 -0.10870499999999998 0.10058500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 24 -8 -6 11 12 -11 14 -14 17 -17 20 -19 -20 -16 -22 23 -23 25 26 -7 -28 -29 -30
right_child=1 -3 3 -5 9 6 8 -9 -10 10 -12 -13 13 -15 15 16 -18 18 19 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.004044244784831473 -0.0040238889591845944 -0.0031559761125106505 -0.0040452207088474768 -0.0036617977885504485 0.0027726146372253737 -0.0037250661076229353 0.0024805823302614795 -0.0033212107881213835 -0.0040445024446726227 -0.0022424819428070622 -0.0038286587765400774 0.0040453412157802435 -0.00404426057632806 0.0035738665962650323 -0.0035991559597270692 0.0035770805932914267 4.575501169071043e-05 0.0023207700009069457 -9.0001290103137159e-05 -0.0033449358906682473 -0.0025262829435325255 0.00086327404225086017 0.0032265148955789792 -0.0028592422410753052 -0.0040441319951125369 -0.0040458009402285274 0.0038087813720048091 -0.0040443142571909684 0.00045896618099337209 -0.0030327395418857849
leaf_weight=0.0014225470659425801 0.0015280228288361277 0.0029719758613282457 0.0027593790824504963 0.0018245953492623803 0.0061546631508910812 0.0026032291452793279 0.010112822048719661 0.0069818113520447858 0.0015997875466275966 0.0065582021488808087 0.002940051114819652 0.0027253074258624102 0.0021144623232061113 0.0061427791216175356 0.0023425450365266434 0.0073184136099122546 0.0083645246718049293 0.0042460016632404054 0.015285528568206528 0.010536589824528883 0.0033189018538735118 0.033088991556514451 0.0077515605715205984 0.003554397211473769 0.0025064056828512085 0.002334469965429963 0.0036527361335174638 0.0031271200558258263 0.0512708135049742 0.0044085392204777909
leaf_count=31 6 58 124 24 41 7 109 118 49 5 10 13 76 73 22 269 66 46 278 203 57 379 60 21 77 249 10 225 1032 172
internal_value=0 -6.30333e-05 -2.0703e-05 7.6656e-06 3.89812e-05 -0.000367637 -0.000253098 -0.000533774 0.00158934 0.000342367 0.000213744 0.000318597 0.000226785 0.000382399 0.000182193 0.000275471 0.00169364 -2.11048e-06 -0.000890177 -0.00141816 0.000531337 0.000734127 0.00097787 0.000502191 -0.00025537 -0.000114471 2.65873e-05 0.000182952 -4.22647e-05 0.000182502
internal_weight=0 0.220125 0.217153 0.215625 0.2138 0.0913571 0.0885977 0.0768851 0.0117126 0.122443 0.116288 0.113348 0.110623 0.104065 0.0979219 0.0958075 0.0156829 0.0801245 0.0300681 0.0258221 0.0500564 0.0477139 0.0443949 0.0366434 0.0699033 0.0673969 0.0650624 0.0624592 0.0588065 0.0556794
internal_count=3910 3879 3821 3815 3791 2172 2048 1890 158 1619 1578 1568 1555 1550 1477 1401 335 1066 527 481 539 517 460 400 1772 1695 1446 1439 1429 1204
is_linear=0
shrinkage=0.00404364


Tree=840
num_leaves=31
num_cat=0
split_feature=393 1456 151 101 453 16 41 0 149 1213 457 457 49 15 15 158 16 0 48 147 151 1373 48 151 1374 150 15 0 15 42
split_gain=0.00144166 0.00142599 0.00158769 0.0014424 0.0014709 0.00154715 0.00206597 0.00198038 0.00179742 0.0017905 0.00161589 0.00229942 0.00194807 0.00205796 0.00169738 0.00172945 0.00183508 0.00204077 0.00180199 0.00182136 0.001836 0.00381807 0.00408101 0.0027819 0.00442642 0.00352411 0.00377574 0.00392374 0.00222707 0.00455482
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 -0.08175499999999998 0.089535000000000017 -0.54165499999999989 0.078535000000000008 0.012625000000000003 0.11108000000000001 -0.082704999999999987 -0.23052999999999998 -0.067474999999999993 -0.014479999999999998 -0.099824999999999983 0.28654000000000007 0.085745000000000002 -0.48509999999999992 -0.097024999999999986 -0.085784999999999986 0.092645000000000019 0.056555000000000001 -1.0000000180025095e-35 0.093440000000000009 0.015440000000000001 -0.094679999999999986 0.082085000000000019 -0.091024999999999981 -0.089879999999999974 0.090505000000000016 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 9 -7 -11 12 -12 -14 15 16 17 -13 -18 20 23 -22 -23 24 -20 28 -27 -28 -26 -30
right_child=1 3 -4 4 -6 6 7 -9 -10 10 11 14 13 -15 -16 -17 18 -19 19 -21 21 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0039648571298801644 0.00074267849974475944 -0.0039667672773788182 -0.0039649182603272567 0.002296306916039742 -0.0025041150233573936 -0.0039647393093777163 -0.0026586900094276145 0.0021202282869310783 -0.0036689275601736412 0.0031956189037237073 -0.0038169027092322602 0.003243398888114174 -0.0022601125227830927 0.0029107491120706971 -0.0038930935884790383 -0.0017827326795248337 -0.0025433407559316691 -0.001010119321477326 -0.0038172007336642116 0.0038752494183130885 -0.0038725110875634477 -0.0015287970685607009 0.0038088241803425323 0.0039452584673780669 0.00042729772520772854 0.0036485499738048489 -0.0027045785051309189 0.002808233803707645 -0.0033386410769771714 0.00110669797405529
leaf_weight=0.0014568803099512797 0.0018298620789316544 0.0014015733274845834 0.0029268503059780562 0.0049716967650823554 0.0034346461949610321 0.0016196374815786721 0.0074563957690187976 0.0016675910194976495 0.0019210432175214001 0.0028275195843434622 0.0040492939135021722 0.0067040927677339823 0.0029157219823972014 0.0020672886797705736 0.0015205196211809371 0.0059683041419535945 0.003452882568794279 0.0024099895064608745 0.0038862724129700146 0.0022725880331790895 0.0049375153334949582 0.0062074715222859567 0.0035322015944529994 0.0034734901529986919 0.0960615617616285 0.01046242136075648 0.0040676690098280233 0.0040486678461348902 0.0076651698437735227 0.0068684127489166968
leaf_count=76 41 6 328 96 49 295 139 24 22 32 62 54 28 99 15 212 44 29 35 32 11 52 13 8 1524 54 32 77 209 212
internal_value=0 -7.78452e-06 -0.00215395 4.1326e-05 6.8534e-05 0.000112054 5.72262e-05 -0.00178525 0.0001462 0.000185389 0.000221644 0.000175586 -0.00177455 -0.000114891 0.000277085 0.000313947 0.000389307 0.00211866 0.000288875 0.000352591 0.000299648 -0.00103269 0.000406951 0.000442872 0.000351444 0.00047686 0.00207446 4.53746e-05 0.00020848 -0.00123782
internal_weight=0 0.212628 0.00475671 0.207872 0.20647 0.203035 0.198064 0.00912399 0.18894 0.187019 0.185399 0.182572 0.0090323 0.00498301 0.173539 0.172019 0.16605 0.00911408 0.156936 0.153483 0.151211 0.0146772 0.00973967 0.136534 0.13306 0.129174 0.0185788 0.00811634 0.110595 0.0145336
internal_count=3910 3834 369 3465 3459 3410 3314 163 3151 3129 2834 2802 189 127 2613 2598 2386 83 2303 2259 2227 76 65 2151 2143 2108 163 109 1945 421
is_linear=0
shrinkage=0.00396435


Tree=841
num_leaves=31
num_cat=0
split_feature=1426 4 482 1211 482 160 133 133 151 1373 1184 16 43 3 43 43 484 14 3 123 9 150 1 1 0 12 12 158 16 151
split_gain=0.00140232 0.00199192 0.00183091 0.00168677 0.00159584 0.00201479 0.00356976 0.00259899 0.00216834 0.00189598 0.00180178 0.00183802 0.00296697 0.0029197 0.00290917 0.00290583 0.00241884 0.00228482 0.00278688 0.00236961 0.00212287 0.00224073 0.0024945 0.0030884 0.00397798 0.00291941 0.00296848 0.00283887 0.0027639 0.00268744
threshold=-1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 0.082530000000000006 0.091190000000000007 -0.10117499999999999 -0.031394999999999992 -0.26719999999999994 -0.14608999999999997 0.099250000000000019 0.083590000000000012 0.15737500000000001 -0.50329499999999994 -0.081244999999999998 -0.074254999999999988 -0.34918499999999997 0.079595000000000013 0.078275000000000025 -0.17479499999999998 1.0000000180025095e-35 0.091655000000000014 -0.093064999999999995 0.10113500000000002 0.11215000000000001 -0.19631499999999999 0.10214500000000001 -0.0089849999999999982 0.084965000000000027 -0.014099999999999998 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -8 10 11 15 -13 16 -15 -9 -14 18 -17 20 21 -20 25 -24 -25 26 -23 28 29 -28
right_child=1 -3 -4 -5 -6 7 8 9 -10 -11 -12 12 13 14 -16 17 -18 -19 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0035234986233105355 0.0021492958950161791 0.0024787872412045109 -0.0033450361445693621 -0.0033544738732799923 0.0035242412962754447 -0.0029240245055603175 0.0014051958489941544 -0.0031064915130760125 -0.0032939738011606395 -0.003003770708473086 -0.0029308357559905468 0.0030019054075399849 -0.0035215883667494403 0.0011331401038090876 -0.0014359106262365586 0.0033439082472655722 0.0023082754969918785 -0.0026377809337463291 -0.0019073744861041464 0.0024132114021767383 -0.0021446608672794089 -0.0033212607335030291 0.002703156427197052 -0.002731838415323764 0.0012483691756286369 -0.0032595426638146524 0.00051060344830354488 -0.0035213771027986958 0.001768524188947378 -0.0015012567098716331
leaf_weight=0.0014135672734472129 0.0026339601712130909 0.003924026724554607 0.0020727271817926321 0.0018617812093859589 0.0015901728845655319 0.0035192040623401857 0.0014569146865710545 0.0029010935102204973 0.0073838625226123602 0.0023608218089918856 0.0022900419166163024 0.0026743810523868197 0.0066176089165246301 0.010395661216083594 0.011509708801142439 0.0041913749081601273 0.0010175300882906413 0.0029041474006099568 0.004991991761658098 0.0070678359625091494 0.0041909885415805084 0.0026999925541062444 0.012517517345798979 0.0038706007544533341 0.015869572718258951 0.0029404401263950488 0.050898250360329675 0.0021905294277422263 0.017634734118206388 0.0098143559058394558
leaf_count=79 43 212 148 205 4 170 20 113 373 24 41 15 171 93 157 48 10 60 54 190 35 38 95 21 127 119 768 106 344 27
internal_value=0 -5.28884e-06 -5.3528e-05 -1.94152e-05 1.19231e-05 -1.64941e-05 -0.00144786 7.22546e-05 -0.00251957 0.000130335 0.000171628 0.000211791 -0.00054865 -0.000870091 -0.000216713 0.000381108 -0.00274465 0.00045247 0.000517092 0.000429123 0.00031924 0.000402901 0.000500278 0.00133531 0.000467941 0.000187714 0.000309491 0.00043121 0.000541721 0.000185381
internal_weight=0 0.205992 0.202068 0.199995 0.198133 0.196543 0.0114747 0.185068 0.00884078 0.181549 0.179188 0.176898 0.0322149 0.0295405 0.0219054 0.144683 0.00763514 0.141782 0.138878 0.134687 0.127619 0.123428 0.118436 0.0322577 0.0197402 0.0861783 0.0832379 0.0805379 0.0783473 0.0607126
internal_count=3910 3831 3619 3471 3266 3262 436 2826 393 2656 2632 2591 446 431 250 2145 181 2032 1972 1924 1734 1699 1645 243 148 1402 1283 1245 1139 795
is_linear=0
shrinkage=0.00352023


Tree=842
num_leaves=31
num_cat=0
split_feature=403 3 484 1 1213 129 39 51 3 3 48 51 51 1 39 47 2 457 16 484 14 47 12 47 16 1374 0 151 1 13
split_gain=0.00359108 0.00539402 0.00532236 0.00481829 0.00430164 0.00353009 0.00359189 0.00628479 0.00515756 0.00440347 0.00524013 0.00578206 0.00567519 0.00594577 0.00434358 0.00424403 0.00489765 0.00448433 0.00485542 0.00463965 0.00434773 0.00432919 0.00532501 0.00506522 0.00447501 0.00435188 0.00627303 0.00433322 0.00406499 0.00399735
threshold=-1.0000000180025095e-35 -0.097604999999999983 0.086130000000000026 0.080320000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.005105000000000001 -0.40274499999999996 0.11265500000000002 0.31335500000000011 0.11930500000000001 0.11975000000000001 0.13474500000000003 0.12811000000000003 -1.0000000180025095e-35 0.11896000000000002 0.11542500000000001 -0.066264999999999991 -0.50585499999999983 -0.0043499999999999988 0.077685000000000018 0.09550500000000002 0.10852500000000001 0.087850000000000025 -0.30307999999999996 -0.094679999999999986 -0.23029999999999998 0.054740000000000004 0.099115000000000023 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 9 -8 28 10 12 -12 13 14 -7 16 17 -16 -19 -20 21 22 23 24 -21 27 -27 -26 -9 -28
right_child=4 2 -4 -5 5 6 7 8 -10 -11 11 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.0012685986967589391 -0.0012685127832767677 -0.0011532002402114125 0.001069591164468305 0.0010464126708464949 -0.0012687785607441398 -0.00074559932357077358 -0.0012692054883203436 0.00029312340826399374 -0.00037663239868410597 0.001067529415277125 -0.0012690367486540067 -3.0134175355569881e-05 -0.0012095562099542401 0.00096488997106211713 -0.00070879347413168735 -0.0012696067425747365 0.00077240497335735172 0.00067082383671052766 -0.00098826752962215964 -0.0006947342401924199 -0.0010459574222696092 0.00066234337705377733 -0.0010749396564486021 -0.00087703534378321942 -0.0012706442023861998 0.0011320313224916696 0.0005924211995135283 5.1988050284793152e-05 0.0011790096041316882 4.003896919062474e-05
leaf_weight=0.0019871418226564677 0.0041650705376454758 0.01469852427848295 0.0019644350438312577 0.0053130565705714616 0.0033491352337335903 0.011768250102932143 0.0034564868323059264 0.016725037295145739 0.0084178306923377022 0.0060217251595418011 0.011080869444612063 0.013373358069657115 0.0059252881116833569 0.010863890058544712 0.012909154492598773 0.0039128929004448301 0.01470295559379764 0.019167031653182676 0.0073112469345861788 0.010598795684018114 0.0057736636592622395 0.018097716872347291 0.0069712457702166821 0.0089179265661982754 0.0064446995202160897 0.011365656651378231 0.026316484126709838 0.01043843890511198 0.016603862098705235 0.10578613064655329
leaf_count=62 243 796 29 43 49 45 15 87 37 123 59 31 105 52 221 38 150 78 292 31 48 70 63 47 34 21 56 16 276 693
internal_value=0 -0.000492858 -0.00089115 0.000416258 1.3351e-05 2.75393e-05 3.91803e-05 0.000374336 0.000510416 -7.04466e-06 -2.71574e-05 -0.000591514 1.92679e-05 4.42592e-05 8.60054e-06 4.16305e-05 6.10063e-05 1.91841e-05 5.88047e-05 5.00005e-06 3.94645e-05 7.00439e-05 1.26723e-05 5.48255e-05 0.000103438 0.000156195 0.000227871 -0.000452892 0.000734456 0.00015008
internal_weight=0 0.0239632 0.016663 0.0073002 0.380465 0.3763 0.372951 0.0452032 0.0417467 0.327747 0.321726 0.0244542 0.297271 0.291346 0.280482 0.268714 0.264801 0.250098 0.237189 0.218022 0.210711 0.204937 0.186839 0.179868 0.17095 0.160351 0.143468 0.0168831 0.0333289 0.132103
internal_count=3910 930 825 105 2980 2737 2688 415 400 2273 2150 90 2060 1955 1903 1858 1820 1670 1449 1371 1079 1031 961 898 851 820 770 50 363 749
is_linear=0
shrinkage=0.00126831


Tree=843
num_leaves=31
num_cat=0
split_feature=403 124 3 39 42 42 132 394 147 40 484 150 160 15 474 156 41 1372 160 150 133 49 49 13 47 43 3 43 15 52
split_gain=0.00136522 0.00134184 0.0033674 0.00176086 0.00202452 0.00200141 0.00192075 0.00184383 0.00176719 0.00175831 0.00163358 0.00247362 0.00187105 0.001765 0.00272018 0.00192638 0.00191577 0.0017796 0.00161432 0.00259257 0.00331497 0.00190095 0.0035057 0.00245174 0.00224964 0.00200484 0.00554949 0.00324951 0.00279374 0.00327547
threshold=-0.51745999999999992 -0.50873999999999986 0.31335500000000011 0.18016500000000005 -0.11403999999999999 -0.10298999999999998 0.080815000000000012 -0.089079999999999979 -1.0000000180025095e-35 0.057150000000000006 -0.0043499999999999988 0.10117000000000001 -0.098319999999999991 -0.26361999999999991 -1.0000000180025095e-35 0.10477500000000002 0.087145000000000014 -1.0000000180025095e-35 -0.092169999999999988 -0.22988499999999998 -0.031394999999999992 0.24887500000000004 0.10513500000000002 -0.5337599999999999 0.13206500000000002 -0.074254999999999988 -0.078669999999999976 -0.0037249999999999996 0.15514500000000001 -0.15154999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 9 -7 -9 -3 11 12 -10 14 -12 16 17 -15 19 -19 -21 22 23 -20 25 26 28 -27 29 -25
right_child=1 2 -4 -5 5 7 -8 8 10 -11 13 -13 -14 15 -16 -17 -18 18 21 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0043775103888390454 -0.0039362468268404017 -0.0041246719763270009 0.0043774515171192321 0.0043798355784188574 0.0031564051051273519 -0.0043777642514003165 0.0031043907201802837 -0.0043781554377537958 0.00234140704442393 0.0015036959249001035 -0.0043815566736401393 0.0028955707092727721 -0.0035755266914747241 -0.0043783139891023703 0.0032058222685833766 -0.0043778520127734288 -0.003260568605604002 0.002646971235501552 -0.0043798385890438073 0.0020694133688208241 -0.0040262587796242224 -0.0042624135075795067 0.0032606106688265407 -0.0043783972898516843 -0.0037184473249941507 -0.0025642448561260037 0.0034282351693436766 0.00027266882888811158 0.003910697574114619 0.00019800685269766958
leaf_weight=0.0013780590761882641 0.0016506805033031915 0.0057014381698066163 0.0033504018020202855 0.0017058275680312809 0.0037860173727199955 0.0018742092641588206 0.0011173060641596066 0.0017603070718834593 0.0011986775515060452 0.0013071377161395503 0.001047417288646102 0.0018449920521561589 0.0070201071543318774 0.0016426179352038153 0.0066683535041534006 0.0018748710023861461 0.0032134406914430249 0.0024091188970487573 0.0021854530230029914 0.0022967950292667192 0.0066802867529260892 0.0017080365507808884 0.0076708593401901828 0.0034508738812561992 0.0026231928118249917 0.0085944273625124801 0.013854602814603822 0.077370070225380783 0.0032278173694066927 0.02274049551158619
leaf_count=183 19 182 142 30 36 81 22 26 44 6 1 16 489 40 200 153 68 6 6 50 325 26 104 74 17 346 157 739 9 313
internal_value=0 -6.12617e-06 2.63228e-05 -4.78374e-05 -8.6596e-05 6.46666e-06 -0.00222529 -5.87165e-05 -1.40143e-05 -0.00307495 2.8826e-05 -0.00168443 -0.00271257 0.000130692 0.00217583 3.30103e-05 8.4804e-05 0.000153515 0.0002016 -0.00138472 -0.00246668 0.000327533 0.000382853 0.000218173 0.00029438 0.000375829 0.00114419 -1.09558e-05 6.85435e-05 -0.000404963
internal_weight=0 0.201576 0.199925 0.196575 0.194869 0.186743 0.00812588 0.182957 0.181083 0.00700858 0.179323 0.0100638 0.00821878 0.169259 0.00771577 0.161543 0.159668 0.156455 0.154812 0.0113862 0.00897708 0.143426 0.141718 0.134047 0.131861 0.129238 0.0432738 0.0859645 0.0294192 0.0261914
internal_count=3910 3727 3708 3566 3536 3326 210 3290 3209 188 3183 549 533 2634 201 2433 2280 2212 2172 381 375 1791 1765 1661 1655 1638 553 1085 396 387
is_linear=0
shrinkage=0.00437696


Tree=844
num_leaves=31
num_cat=0
split_feature=401 101 101 401 1212 1 1 151 15 484 0 52 151 151 15 1 0 47 14 48 160 484 457 12 13 0 403 4 43 13
split_gain=0.00130105 0.00131151 0.00148168 0.00129683 0.00169573 0.00131 0.0024923 0.00264288 0.00248697 0.0021944 0.00209659 0.00186382 0.00182775 0.00215497 0.00183944 0.00254564 0.00273544 0.00237154 0.00258489 0.00282774 0.00205061 0.00216964 0.00184149 0.00181795 0.00191075 0.00217143 0.0019753 0.00192582 0.00239754 0.00414478
threshold=0.10072000000000002 -0.08175499999999998 -0.041339999999999995 0.10022000000000002 -1.0000000180025095e-35 0.094385000000000011 0.091310000000000016 -0.079059999999999978 -0.14676499999999995 -1.0000000180025095e-35 -0.230625 -0.42985499999999993 -0.40391999999999995 -0.093064999999999981 0.024640000000000006 0.11026000000000001 -0.10303999999999998 0.08801500000000001 -0.46879999999999994 0.12862000000000004 -0.082969999999999988 0.073820000000000011 -1.0000000180025095e-35 -0.095029999999999989 -0.098524999999999988 -0.13506999999999997 -0.088854999999999976 0.22584000000000001 -0.083094999999999988 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -8 -6 -10 -11 -7 -13 -14 17 -16 -17 18 -15 20 21 -20 -19 -12 25 -25 -26 28 -28 -30
right_child=-2 2 3 -5 5 11 7 -9 9 10 23 12 13 14 15 16 -18 22 19 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.0038888242699205242 -0.0033477562920771532 0.0027782745809648412 -0.003887054970488529 0.0038828893717352724 -0.003564798187861437 -0.0038870028457834815 0.0011739404985994439 -0.0037050948143361822 -0.0034594566773384844 0.0027425032416122644 -0.0035773426941833847 -0.0029292830583890974 0.0035387007542830094 -0.0016827074588227034 -0.0030268649691473008 0.0035824298724228582 -0.0016417134632293177 -0.0030317251982869041 -0.0019865129667492698 -0.0016211049248703654 0.0029738507096459146 0.0037761297427738815 0.00024837980751277389 -0.0015674450428382776 -0.0038868762245021574 0.0018632801805590973 0.00095087269255807931 -0.0033371309121079701 -0.0029773822482656895 4.0426376985717818e-05
leaf_weight=0.0013017088892866005 0.0017702727857233915 0.0029092008207953759 0.0017176981208799616 0.001279646156490343 0.0030535256861385909 0.0015042965275728895 0.0023386843582500205 0.0059282297030929243 0.002704505429468095 0.0043026444147926659 0.0021348419609950034 0.0022948367939079608 0.003567024193046108 0.0034021078729473677 0.0050949044127559517 0.0027357914598269417 0.0033903394261187714 0.0029043516024103147 0.0028548723519605792 0.0029981276184116714 0.018104327620392269 0.00150837996322295 0.023547682991651442 0.0034600375088071891 0.0021564252672807696 0.014324530064698138 0.02590106624910371 0.0026945548228507468 0.0085008047376509133 0.035942460318992175
leaf_count=6 194 3 168 3 136 140 21 119 438 17 36 31 55 54 102 18 44 16 28 6 409 64 183 36 351 73 356 24 409 370
internal_value=0 -6.74261e-07 2.55151e-05 -1.65573e-05 -4.29496e-05 -7.70519e-06 -0.000270029 -0.00232483 -0.000108519 -5.17338e-06 8.87954e-05 0.000394944 0.000483909 0.000595633 0.000437865 -0.000996947 0.000691271 0.000728901 0.00149922 0.00192431 0.00239742 5.63742e-06 -0.000111766 -3.12487e-05 5.01705e-05 0.00119582 -0.00022079 -0.000112551 1.09674e-05 -0.000536799
internal_weight=0 0.194558 0.193256 0.190347 0.189067 0.187349 0.113442 0.00826691 0.105175 0.102122 0.0994174 0.073907 0.0724027 0.0701079 0.0665409 0.011221 0.00612613 0.0553199 0.0288678 0.0254657 0.0224676 0.00436325 0.026452 0.0951147 0.0929799 0.0177846 0.0751953 0.0730389 0.0703443 0.0444433
internal_count=3910 3716 3710 3707 3704 3536 2386 140 2246 2110 1672 1150 1010 979 924 164 62 760 561 507 501 92 199 1655 1619 109 1510 1159 1135 779
is_linear=0
shrinkage=0.00388662


Tree=845
num_leaves=31
num_cat=0
split_feature=1 0 52 1186 15 51 9 3 11 124 4 52 1186 129 16 13 42 457 42 13 52 122 40 48 50 51 12 148 474 2
split_gain=0.00392813 0.00504427 0.00434678 0.00408638 0.00508487 0.00709907 0.00668991 0.00664278 0.00490311 0.0047636 0.00600083 0.00584729 0.00506431 0.00490638 0.00517407 0.004843 0.00572093 0.00472 0.0053384 0.00450496 0.00654772 0.00403838 0.00483451 0.00530253 0.00671677 0.00477602 0.00465515 0.00502111 0.00489621 0.00590808
threshold=0.10113500000000002 1.0000000180025095e-35 0.18936500000000003 0.091570000000000026 -0.0063699999999999989 -0.031524999999999991 0.081505000000000008 -0.13927999999999999 0.08184000000000001 -0.027784999999999997 -0.49837999999999999 0.10599500000000002 -1.0000000180025095e-35 0.0041150000000000006 -0.006474999999999999 -0.080649999999999986 0.091590000000000019 -0.066264999999999991 -1.0000000180025095e-35 -0.0038299999999999996 0.083750000000000005 0.10299000000000001 -0.012844999999999997 0.12675000000000003 0.11515000000000002 0.13669500000000004 0.11655500000000001 -0.07964499999999998 -1.0000000180025095e-35 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 3 4 5 -1 8 -7 9 -6 11 -11 -12 14 15 16 -14 -9 -19 -17 -21 22 -2 24 26 -25 27 -24 -29 -30
right_child=1 -3 -4 -5 6 7 -8 17 -10 10 12 -13 13 -15 -16 19 -18 18 -20 20 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.0011387602605153718 0.00083290958929062742 0.0010940630786769111 -0.0010014212590482132 -0.0012943231777011125 0.0012451684267491929 0.0010679267477647209 -0.0012940145438490632 -0.0011507056568068642 -0.0012943317646036396 -0.0012948350119074688 -0.0012940315233797037 0.00035622972501883106 0.00052775033385260865 0.00097589741495409017 0.0005709140266473877 -0.0012439161423745944 -0.0012940080474167263 -0.0010596300692573269 -4.7978472140337996e-05 0.00027869052523938291 -0.0012198502429972748 -0.0010762383767063826 -0.00086700973882852816 -0.0011392834726954807 -0.0011780269932116479 0.00014745260986122371 -0.00068038539442714138 -0.00089135310858674843 0.00016056351954494552 0.00089204060373232366
leaf_weight=0.013531318125380665 0.014567123824178907 0.0088718111893513196 0.0089056930694582093 0.0045874756240067418 0.0068496834405777909 0.0070580070297694411 0.0055505425541468858 0.0085354464078832848 0.0038099001193643281 0.0089583054034392262 0.003507193710873934 0.0059904167428612718 0.026786983899729222 0.014917074300875299 0.036018717393687893 0.00782670129997598 0.0032331547958150955 0.0096848837843666047 0.088518111322192894 0.01837229499595594 0.0066447434673992936 0.0048151801274798336 0.0053849606913445305 0.010945830526452482 0.0058554929807712588 0.0086371086290455423 0.0081869890569805648 0.0044657037948354619 0.039427397587871837 0.034782526889074461
leaf_count=364 219 200 360 44 21 40 42 120 43 73 149 5 276 95 143 317 69 185 387 72 118 11 22 42 54 24 25 17 166 207
internal_value=0 0.000148696 -0.000111634 -8.33722e-05 -6.32296e-05 -0.000252911 9.94461e-05 -0.000147577 0.000153565 0.000193221 0.00013874 -0.000633202 0.00023711 0.000284298 0.000179966 -4.40325e-05 0.000331548 -0.000227951 -0.000147749 -0.000387324 -0.000119335 8.7507e-05 0.000129878 4.28566e-05 0.000165545 -0.000571765 0.000250829 0.000341524 0.000424242 0.00050341
internal_weight=0 0.14594 0.289287 0.280381 0.275793 0.127328 0.148466 0.113796 0.142915 0.139105 0.132256 0.0149487 0.117307 0.1138 0.0988826 0.0628639 0.0300201 0.106738 0.098203 0.0328437 0.025017 0.137068 0.132253 0.117686 0.0981031 0.0195829 0.0922476 0.0840606 0.0786756 0.0742099
internal_count=3910 987 2923 2563 2519 1096 1423 732 1381 1338 1317 78 1239 1090 995 852 345 692 572 507 190 787 776 557 491 66 437 412 390 373
is_linear=0
shrinkage=0.00129368


Tree=846
num_leaves=31
num_cat=0
split_feature=1456 42 376 1456 1373 40 3 453 101 43 1 42 3 131 4 47 0 49 151 34 456 1375 3 15 0 3 0 455 43 16
split_gain=0.00370997 0.00388196 0.00428133 0.00463337 0.00425532 0.00382823 0.00607982 0.00405436 0.0036596 0.00371676 0.00420402 0.00650673 0.00548626 0.00601862 0.00557263 0.00517371 0.0040626 0.00581928 0.0071923 0.00461401 0.00457997 0.00428437 0.00556615 0.00659829 0.00626766 0.00985333 0.00368813 0.00366455 0.00421876 0.00428192
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.075285000000000005 0.11103 0.34489500000000001 0.31335500000000011 0.089075000000000015 -0.08175499999999998 0.50266500000000003 0.12263000000000002 0.092395000000000019 -0.15464999999999998 0.092255000000000018 -0.49837999999999999 0.10933000000000002 0.039665000000000006 -0.088329999999999978 0.096145000000000022 -1.0000000180025095e-35 0.086680000000000021 -0.43271999999999994 -0.078884999999999997 0.084565000000000015 -0.11208499999999998 -0.08348499999999999 -0.055084999999999988 0.081825000000000009 -0.49922499999999997 -0.090494999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 10 11 12 -10 14 -14 16 17 18 -16 -19 21 -21 23 24 -23 -26 -25 28 -13 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 27 13 -15 15 -17 -18 19 -20 20 -22 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=-0.00068473262088849791 -0.00025118341451186134 -0.0011057278828962886 0.00066253925000086525 -0.00090439946837495531 -0.0011049406653988801 -0.0011050247267279109 0.0011044043228310117 -0.00087395716331026372 0.00073738485165440563 -0.0011048114320496519 0.00053578443128914489 0.0007443027596479812 -0.0011049823126929655 -0.0010475333135656567 -0.00080617980894316383 -0.0010011838460849192 0.00065456605826850426 -0.00093842969149479747 0.00044764744492274987 -0.00023209147176634376 -0.00086248334955339268 0.00099140823456879412 0.00048673422413100369 -0.0011046984291768391 0.00043592221293426331 -0.0011048319321492121 0.0011052946161396102 0.00094805308654281482 -0.00016445979719354489 -0.00089797328797626766
leaf_weight=0.010279539473556198 0.069429268399314736 0.0032937388332356923 0.012766972565799506 0.0066077365825556447 0.0039804292127882937 0.0034973231377080074 0.0066090779054377427 0.005880023221038754 0.016059768856536039 0.0032775971976093379 0.022540545279781554 0.0034698597181659343 0.0045823366827022474 0.0057362577219919322 0.016759650559151851 0.0048421339472497485 0.017969611184753376 0.0043374056626817028 0.0083595554687008189 0.019367398704162042 0.0046450278746874565 0.0092491700022207975 0.084941536796392825 0.0079051727457155607 0.014882724515416612 0.0076669872328878437 0.0010419477475807079 0.00252145552803995 0.019661199036448807 0.019154409991701371
leaf_count=369 1017 6 167 263 18 6 123 40 151 16 162 13 51 44 65 31 30 31 32 15 64 20 242 167 111 119 1 19 117 400
internal_value=0 -1.31696e-05 3.52051e-05 1.08493e-05 2.96175e-05 4.38076e-05 5.65726e-05 3.40988e-05 5.17633e-05 6.45153e-05 7.74766e-05 3.96572e-05 0.000115145 6.8072e-05 9.90542e-05 0.000126372 0.000154069 0.000103868 -0.000388912 0.000184227 0.000216755 0.000251315 0.000325804 -9.68172e-06 0.000226004 -8.794e-05 -0.000847331 -0.000345048 -0.000422154 -0.000526428
internal_weight=0 0.411036 0.341607 0.32884 0.322232 0.318252 0.314755 0.308146 0.302265 0.298972 0.295694 0.273154 0.228347 0.212287 0.206551 0.201968 0.197126 0.179157 0.0251192 0.154037 0.1497 0.145055 0.125688 0.040746 0.0317989 0.0225497 0.00894712 0.0448069 0.0422855 0.0388156
internal_count=3910 3541 2524 2357 2094 2076 2070 1947 1907 1901 1885 1723 1174 1023 979 928 897 867 97 770 739 675 660 418 250 230 168 549 530 517
is_linear=0
shrinkage=0.00110414


Tree=847
num_leaves=31
num_cat=0
split_feature=393 1212 124 3 39 42 42 132 40 147 1348 484 14 2 484 52 394 124 454 1373 42 4 52 3 13 43 1186 33 42 52
split_gain=0.00127825 0.0012564 0.0012725 0.00305031 0.00162395 0.0016799 0.00172706 0.00164248 0.00162601 0.00152207 0.00160714 0.00177293 0.00169831 0.00164637 0.00182936 0.00180768 0.00161241 0.00141082 0.00239373 0.00174208 0.00173541 0.0016001 0.00402487 0.00366001 0.00192746 0.00180088 0.00169018 0.00160636 0.00165204 0.00166549
threshold=-1.0000000180025095e-35 0.099010000000000015 -0.52484999999999993 0.31335500000000011 0.18016500000000005 -0.11403999999999999 -0.10298999999999998 0.080815000000000012 0.057150000000000006 -1.0000000180025095e-35 0.087065000000000017 -0.0043499999999999988 0.078275000000000025 0.097940000000000013 -0.07002499999999999 -0.020314999999999996 -0.088129999999999986 -0.027784999999999997 -1.0000000180025095e-35 0.11103 -0.089024999999999979 -0.49837999999999999 0.10599500000000002 -0.16059999999999997 0.16421000000000002 -0.18906999999999999 0.085080000000000003 -0.007134999999999999 0.10269500000000001 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 -8 11 13 16 -11 15 -15 -13 20 -19 21 -18 22 -20 -23 25 -25 27 -27 29 -29
right_child=1 -3 3 -5 -6 6 9 -9 -10 10 -12 12 -14 14 -16 -17 17 18 19 -21 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0033175505879528932 -0.0031428214108529615 -0.0033174692266056197 -0.003089972279439791 0.0033175245785527626 0.0033192075965991137 0.0022725555600637392 -0.0033179695368562639 0.0021891428673144046 0.001107933336677157 -0.0031174229270093542 0.0028092985776056812 -0.003108865775005772 -0.0022672254647655666 -0.0025447479841337094 -0.003318098357665682 0.0026018255486879352 -0.0015987008901879706 -0.0033180613706083779 -0.003318702102558605 -0.0033181862044103952 0.0023257059973949223 0.0028519051934465718 0.001369617375677134 0.0025923591447599564 -0.0021906859547344733 -0.0024556425035953378 0.0020282031537860934 0.00038423959662000663 -0.0018327648977747755 -0.00063003754407616418
leaf_weight=0.0012900190150082471 0.0013924618494343113 0.0012515861696895661 0.0050238140542384615 0.0030740788849321623 0.001595195943593807 0.0036742050365745618 0.0015313930610005846 0.0010783159771960982 0.0012724791381515388 0.0038262663706378763 0.0022179662888390786 0.001709817545592073 0.0034198481662350835 0.0010738153415097429 0.0014928929000088687 0.0024978484753876984 0.0015589540126939028 0.0022741748614691906 0.0046237118856300441 0.001612336691522386 0.0060589142025762035 0.0056329060619759721 0.0035711621035048324 0.0033472596375645472 0.0038506439899004255 0.0027525613702437104 0.0049440994368268312 0.091574761824856132 0.0046382663249122649 0.022116760112256273
leaf_count=76 11 169 167 142 30 34 26 22 5 437 49 72 77 34 35 53 21 42 102 18 218 92 17 28 43 25 20 969 243 633
internal_value=0 -4.61041e-06 1.68246e-05 3.97344e-05 -1.35871e-05 -4.19605e-05 2.16148e-05 -0.00159372 -0.00224158 -2.52892e-05 3.55824e-06 -3.25012e-05 4.58579e-05 -0.00147515 -0.000234411 0.00105452 9.52157e-05 0.000129767 5.94713e-05 0.000111139 0.0015226 0.000148739 -0.00127563 0.0002328 0.000122061 0.000190897 0.000127114 4.94878e-05 0.000107762 0.000186929
internal_weight=0 0.194688 0.193437 0.192044 0.18897 0.187375 0.180001 0.00737461 0.00629629 0.176326 0.174795 0.172577 0.163686 0.00889082 0.00506456 0.00357166 0.160266 0.158557 0.150939 0.148664 0.00761787 0.147052 0.00819487 0.138857 0.133224 0.129374 0.126026 0.121082 0.11833 0.113692
internal_count=3910 3834 3665 3654 3512 3482 3288 194 172 3254 3228 3179 2620 559 122 87 2543 2471 2232 2190 239 2172 119 2053 1961 1918 1890 1870 1845 1602
is_linear=0
shrinkage=0.00331719


Tree=848
num_leaves=31
num_cat=0
split_feature=4 151 11 52 15 48 15 2 128 150 3 159 0 1429 43 13 4 13 13 43 130 133 47 4 13 3 1 43 4 40
split_gain=0.00563985 0.00865715 0.00764608 0.00582234 0.00589025 0.00919099 0.00872316 0.00687732 0.00617368 0.0064401 0.0140937 0.00717943 0.00783805 0.00698988 0.00604025 0.00672706 0.00662813 0.0073111 0.0109435 0.00707473 0.0064374 0.0100438 0.00904605 0.00976253 0.0085626 0.0100216 0.0068952 0.00637532 0.00726564 0.00952068
threshold=0.27020000000000005 -0.27336999999999995 0.08184000000000001 0.18936500000000003 -0.11739999999999999 0.095090000000000022 -0.106555 0.10045500000000002 0.086435000000000012 0.08882000000000001 0.094625000000000015 0.09141500000000001 0.14676000000000003 0.084515000000000021 -0.083684999999999996 -0.0019849999999999994 -0.51381999999999983 -0.094679999999999986 -0.071149999999999977 0.070805000000000021 -0.081624999999999989 -0.0087799999999999979 0.09550500000000002 -0.00072999999999999985 -0.014114999999999997 0.045635000000000002 0.089175000000000018 -0.50992999999999988 0.15045000000000003 0.085025000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 -1 9 11 -11 13 -13 14 15 -8 -16 19 -19 -18 -20 -22 23 24 -23 -26 -27 -17 29 -29
right_child=1 -3 -4 -5 5 -7 8 -9 -10 10 -12 12 -14 -15 16 27 17 18 20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0011282905959875439 -0.0013149360606806717 0.0005317531550600253 -0.0011161686700421327 -0.00065055491871896973 0.00086560440936586875 0.00061257595143731573 0.00079938370889264887 0.00028944522315630338 -0.0011343862677210194 -0.0012071634603153993 0.0003593889372798614 -0.001157030283447171 0.00094180097392902208 0.00099991320245511523 -0.0013807227363880855 0.0009669362377398423 -9.194551391928079e-05 -0.0013309088727773753 0.00071311633500089559 0.00097848333068921954 -0.0013782910799612017 -0.0014022470180820603 0.00093923725228835947 -0.00099865261909422428 0.0012188023323593455 0.00034874791515238616 -0.0011200951300611788 -0.00119017130438215 0.001396742853121807 0.0011361450729572039
leaf_weight=0.018834671199487119 0.0054682586815033565 0.055504428648632143 0.013716675099701092 0.030240435975805724 0.019479021140227815 0.046652263648113035 0.035511946014771922 0.010421932455273009 0.010901219935423256 0.026843944969449751 0.019399575841532624 0.018036882796252485 0.0043258328802266979 0.015110512526398168 0.0077161375962049297 0.0086559936981416286 0.025870177174709852 0.015513169089679479 0.017157016411630366 0.022758250909589606 0.012711499548636596 0.0064479217335176022 0.015112055811641767 0.023289650375616588 0.015698212673942891 0.017151377054233308 0.0098750480647140648 0.017492507648725564 0.0036765647691936456 0.004297177065836876
leaf_count=151 20 452 160 421 28 179 190 55 205 156 36 212 10 133 15 24 76 455 43 53 275 170 28 68 79 22 38 141 3 12
internal_value=0 0.000366135 -8.5324e-05 -5.58158e-05 -1.57545e-05 2.65952e-05 -4.6689e-05 -0.000623258 -9.69519e-05 -6.39467e-05 -0.000549981 1.1881e-05 -0.000751033 7.41366e-05 2.01115e-05 0.000372745 -0.000109605 -5.55907e-05 -0.000225521 0.000409018 -7.95086e-05 -0.000215112 -4.62751e-05 -0.000251805 0.000101926 0.000328933 -0.000187945 -7.12689e-05 -0.000424155 -0.000731395
internal_weight=0 0.0609727 0.492898 0.479181 0.448941 0.419684 0.373032 0.0292566 0.353553 0.342651 0.0462435 0.296408 0.0223627 0.274045 0.258935 0.0696342 0.189301 0.181584 0.132956 0.0486284 0.117443 0.100286 0.0875743 0.0724622 0.0491726 0.0427246 0.0270264 0.0341222 0.0254662 0.0217897
internal_count=3910 472 3438 3278 2857 2651 2472 206 2444 2239 192 2047 222 1825 1692 370 1322 1307 1178 129 723 680 405 377 309 139 60 180 156 153
is_linear=0
shrinkage=0.00140032


Tree=849
num_leaves=31
num_cat=0
split_feature=4 151 11 403 474 3 41 4 52 52 52 2 13 1 3 4 0 49 16 3 0 123 1429 159 457 402 1212 151 0 43
split_gain=0.0046642 0.00627878 0.00596027 0.00557717 0.0046819 0.00398328 0.00433421 0.0042065 0.00393464 0.00615408 0.00506199 0.0049016 0.00539691 0.00550963 0.0075283 0.0057041 0.00570196 0.00473885 0.00496313 0.00452315 0.00579325 0.0075738 0.00450111 0.00503538 0.00541463 0.00513885 0.00564244 0.004999 0.0048486 0.0051378
threshold=0.27020000000000005 -0.27336999999999995 0.08184000000000001 -0.092224999999999988 -1.0000000180025095e-35 -0.14539499999999997 0.080335000000000018 -0.48072499999999996 0.16064500000000001 0.14114500000000005 0.11401500000000002 0.089910000000000004 -0.091849999999999987 0.085110000000000005 0.088060000000000013 0.0057500000000000008 -0.070894999999999986 -0.47013499999999991 -0.5152199999999999 -0.11266 -0.069414999999999991 1.0000000180025095e-35 0.084545000000000009 0.081445000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.5172699999999999 0.056555000000000001 -0.22384499999999996 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 7 8 -5 9 10 11 22 -13 16 -15 -16 17 -14 -19 -18 -21 -22 23 24 -7 27 -27 28 -26 -30
right_child=1 4 -4 5 -6 6 -8 -9 -10 -11 -12 12 13 14 15 -17 19 18 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00097870316944179549 -0.0011605891722321086 -0.0012217851723828326 -0.00098749048339731257 -0.00040069263724574919 0.00052083140961797325 -0.0010817754774690685 -0.0012194536780307211 0.00077479066225300669 -0.00050589901774331981 0.0011845715888794694 -0.00098957487723253749 0.00052477608131746363 0.00071719861540083408 0.00083641595868897962 -0.00078204662747284105 0.00025875527795319941 0.00099952570907378951 0.0011689644279454458 -0.0012197612941193675 0.0009797577435458598 -0.0012199692868971011 0.001128858106827918 0.00070695191622253777 -0.0009751121158553483 0.0007753145513932423 0.00092393087452442596 -0.0012195062128809078 -0.00077567822329406805 0.00031977479328300931 -0.00026368168503781932
leaf_weight=0.0093325893309526009 0.0039677897461842795 0.0024109030023282676 0.010315681503108465 0.0061513260855008403 0.046160943520035858 0.0084363808581837674 0.0047056984151936368 0.017103303906878864 0.025075451265042403 0.0063426956885450627 0.0079349702831823521 0.042550091503116505 0.0026659765844669883 0.020813198582970927 0.011742541791747385 0.023457728158973623 0.0060415628593091233 0.0014056758591323151 0.01607321635512271 0.0042378860199647752 0.0089666056416106699 0.0026410719146952042 0.0085812249224108683 0.011520726449091967 0.013311730565988 0.0022350246630651336 0.0099522078396727665 0.011007904852306183 0.039427019850950984 0.052024750930803165
leaf_count=439 20 4 160 18 448 118 50 96 401 19 61 132 6 101 64 30 10 2 295 29 142 7 93 169 18 16 163 36 272 491
internal_value=0 0.000313887 -7.33827e-05 -4.81521e-05 0.000434335 -2.43203e-05 -5.75966e-05 0.000463851 -4.13462e-05 -3.9346e-06 -2.86482e-05 -2.98307e-06 0.000162219 4.8756e-06 0.000255208 -8.84483e-05 -0.000328727 -0.000796742 -0.00102766 0.000102033 -0.000240161 -0.000685545 -0.000151399 -0.000201196 -0.000135827 -7.34596e-05 -0.00082642 5.80436e-06 8.79178e-05 -1.21398e-05
internal_weight=0 0.0525396 0.384054 0.373739 0.0485718 0.364406 0.341151 0.0232546 0.336446 0.31137 0.305027 0.297093 0.140596 0.0980455 0.0560135 0.0352003 0.042032 0.0201449 0.0174789 0.0218871 0.0158456 0.0116077 0.156497 0.147916 0.136395 0.127959 0.0121872 0.115771 0.104764 0.0914518
internal_count=3910 472 3438 3278 452 2839 2725 114 2675 2274 2255 2194 818 686 195 94 491 303 297 188 178 149 1376 1283 1114 996 179 817 781 763
is_linear=0
shrinkage=0.00121906


Tree=850
num_leaves=31
num_cat=0
split_feature=9 30 104 401 1 0 4 4 1429 1 457 403 4 151 33 457 44 3 122 16 48 47 39 4 157 15 15 16 16 42
split_gain=0.00128622 0.00135594 0.00137603 0.00128778 0.00133045 0.00235674 0.0025643 0.00367272 0.00242836 0.00190735 0.00294275 0.00185812 0.00212644 0.00227412 0.00239241 0.00265778 0.00253265 0.00227085 0.00202187 0.00205043 0.0034602 0.00327733 0.00224159 0.00238782 0.00237205 0.0030041 0.00249123 0.00231525 0.00283261 0.00246285
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.087185000000000012 0.10711000000000001 0.085990000000000011 -0.084074999999999997 -0.00027999999999999998 -0.15333499999999997 0.084710000000000021 0.086560000000000012 0.53894500000000012 0.03138500000000001 -0.081189999999999984 0.079335000000000017 -0.007134999999999999 -0.0034949999999999994 0.085085000000000008 0.24227500000000002 0.10299000000000001 -0.110495 0.11930500000000001 0.12339500000000002 0.005105000000000001 -0.034289999999999994 -0.060939999999999994 -0.10469999999999999 -0.10071499999999999 -0.094359999999999986 -0.072804999999999981 0.095385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9 -6 11 12 17 14 -14 -16 18 -11 19 20 21 -17 23 -21 -25 -26 -27 -28 -29 -30
right_child=1 2 -4 -5 9 -7 -8 8 -10 10 -12 -13 13 -15 15 16 -18 -19 -20 22 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.0038300131717249339 -0.0042460491478249832 0.0038426708463665774 -0.0040193897025322172 -0.0041805604351873339 0.0028690524511467861 0.00025607624193639013 -0.00029062960828401743 -0.0040699259121363971 0.001529558308043808 -0.0021573029737428943 -0.004034467887980283 0.0029649953628929793 -0.0040436896372384604 0.0031559160641883416 -0.0019799826595319281 0.0030964244850613483 -0.004010952508453249 0.0042916450652538537 -0.0038637553252153676 -0.003459398226058146 -0.0023178911397735581 -0.0029550059929387422 0.0026495923685273168 0.0032870057372043531 -0.0027365390546632349 0.0042233280267015344 -0.0042978854930301943 0.0031199421084149893 -0.0025115493817740608 0.0021074794464904238
leaf_weight=0.0015737511045479371 0.0014178914898366193 0.0014547869602949933 0.0015826089811525881 0.0013484206841436466 0.0052416884770920538 0.047405264269142933 0.022517416005299221 0.011141495043410998 0.0016354903742974445 0.010302872249459583 0.0029151890330467714 0.0047280875328894459 0.0023067905750053788 0.005340234895861328 0.0077935884165896132 0.018847382885589063 0.0020663266045630726 0.0011141672480334828 0.0016582543917138528 0.0034955753223915231 0.0030661873830695177 0.0018058724590446209 0.0065057632575076232 0.0041805066762083945 0.0064418134089407773 0.003024452722911508 0.0020357416118237251 0.0052081072936402848 0.0058739008783135795 0.0033310074755235064
leaf_count=121 4 18 13 167 31 986 357 665 62 262 11 76 28 67 88 239 25 21 7 234 36 8 104 67 59 6 10 28 91 19
internal_value=0 -6.49265e-05 -3.44258e-05 -1.71274e-06 2.77216e-05 -0.00037619 -0.00119179 -0.00261761 -0.00335318 0.000344555 0.000214876 0.000339844 0.00020836 0.000447252 0.000260948 0.000392759 0.000666551 -0.00152796 0.000814169 0.000935724 0.0019358 0.0025673 0.000344127 -0.000102385 0.00028753 -0.000196333 0.000643977 -1.41624e-05 0.000590885 -0.000840048
internal_weight=0 0.195787 0.194369 0.192786 0.191438 0.0841545 0.0367492 0.0142318 0.012777 0.107284 0.102042 0.0991266 0.0943985 0.0829815 0.0776413 0.0753345 0.0675409 0.011417 0.0654746 0.0638163 0.0237194 0.0206533 0.0400969 0.0335911 0.0300955 0.025915 0.0194732 0.0164488 0.014413 0.00920491
internal_count=3910 3789 3785 3772 3605 2088 1102 745 727 1517 1486 1475 1399 1116 1049 1021 933 283 908 901 283 247 618 514 280 213 154 148 138 110
is_linear=0
shrinkage=0.00429114


Tree=851
num_leaves=31
num_cat=0
split_feature=1 51 0 4 3 15 47 48 50 1 0 4 52 2 12 3 3 130 42 42 43 455 49 13 0 2 1 150 47 393
split_gain=0.00367387 0.00535074 0.00561505 0.00653507 0.00458766 0.00449827 0.00709245 0.0073181 0.00523981 0.00445185 0.00633143 0.00427669 0.00597998 0.00464954 0.00436973 0.00499681 0.00827529 0.00839889 0.0038888 0.00664441 0.00386976 0.00383136 0.00373866 0.00421367 0.00610174 0.00354978 0.00352316 0.00348799 0.00428732 0.00465528
threshold=0.094385000000000011 0.08955500000000001 -0.23029999999999998 -0.076329999999999995 -0.16059999999999997 0.035895000000000003 0.087850000000000025 0.12862000000000004 0.11843500000000001 0.11026000000000001 -0.10303999999999998 -0.49837999999999999 0.10433000000000002 0.083585000000000007 0.084235000000000018 -0.09113499999999998 0.13772500000000001 -0.081624999999999989 0.091330000000000008 0.092145000000000019 -0.11046999999999998 0.092155000000000001 -0.084934999999999997 -0.098524999999999988 -0.089539999999999995 0.092745000000000008 0.076710000000000014 0.085200000000000012 0.09550500000000002 0.086855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 -5 6 7 8 -2 -7 -11 12 -4 26 -15 -16 17 -17 22 -20 -21 -22 -6 25 27 -24 -13 28 29 -25
right_child=5 -3 3 4 18 9 -8 -9 -10 10 -12 13 -14 14 15 16 -18 -19 19 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00060517055964445202 0.00071957026147986846 -0.00076130508691814704 -0.0010150390469210672 0.00096349281586642209 -0.001014908194819633 -0.00095457828700640495 -0.0001026069217546512 -0.00064237494260046147 -0.00063404714686309742 0.0010856892958924593 -0.00057193683019141528 -0.0011727152186717866 0.00048264558606550908 0.00084198893041031889 0.00068245639166896832 0.00066087200687879914 0.0011726863980702315 -0.0011726274643439091 0.0009530672923275859 0.0010017285460059955 -0.0011557936420336175 0.0010860598917646965 -0.00046951533444169075 -0.00073470294001065401 -0.0010707647324323889 0.00063134836075340762 1.2395662060436968e-05 0.00069606615571674566 0.00053482737223207902 0.0011244104344010567
leaf_weight=0.015518462646014086 0.052032065435028585 0.016748337135497948 0.0096933899708346871 0.0036782474226129116 0.014500666821497532 0.0098045446722849761 0.053827754922394888 0.0071329259262711267 0.0042466633599360639 0.0052544170666806176 0.0079503256556563429 0.00458084568272099 0.0058808633769160687 0.019574446028556736 0.014351627097315856 0.0049435163984981019 0.0045828205184079698 0.011204659695673415 0.0076667347970627011 0.0019505616512560655 0.0071981104107496936 0.0012246921050973469 0.007049945335474205 0.02340456611671371 0.018258274869161539 0.0093615103891124818 0.013877582010817235 0.0047540051091061733 0.005722029659310123 0.0020078449035576531
leaf_count=39 670 268 70 15 84 127 281 14 29 18 56 61 9 95 148 20 6 380 38 13 244 7 44 269 602 19 219 15 37 13
internal_value=0 -0.000123836 -7.32332e-05 -0.000127093 -0.000322352 0.00011723 0.000210194 0.000475719 0.000617429 -0.000356448 8.7664e-05 0.000107987 -0.000449511 0.00022674 0.000398451 0.000150978 -0.000216953 -0.00061133 -0.000368227 0.000125909 -0.000485427 -0.000829824 -0.000473028 -0.000361664 -0.000519305 0.000158445 -0.000281714 -0.00023875 -0.00038149 -0.000587814
internal_weight=0 0.227734 0.210985 0.195467 0.106777 0.140249 0.117239 0.0634117 0.0562787 0.0230093 0.0132047 0.0886898 0.0155743 0.0731155 0.0546571 0.0350826 0.020731 0.0161482 0.103099 0.0180401 0.0103734 0.0084228 0.0850588 0.0705582 0.0541467 0.0164115 0.0184584 0.0358884 0.0311344 0.0254124
internal_count=3910 2715 2447 2408 1400 1195 994 713 699 201 74 1008 79 929 649 554 406 400 1385 302 264 251 1083 999 936 63 280 334 319 282
is_linear=0
shrinkage=0.00117172


Tree=852
num_leaves=31
num_cat=0
split_feature=482 31 4 11 151 1211 150 1 49 33 15 3 1365 48 51 150 3 0 158 123 50 147 13 13 49 403 403 160 43 1
split_gain=0.00129356 0.0013981 0.00139612 0.00262898 0.00216144 0.00171631 0.00149843 0.00157621 0.00183286 0.00148491 0.00148688 0.0017479 0.00152326 0.00149466 0.0023455 0.002281 0.00509551 0.00289101 0.00250905 0.00242244 0.00234263 0.00245582 0.00218373 0.00215161 0.00250498 0.00264663 0.00239595 0.00203489 0.00198181 0.00279746
threshold=0.099580000000000016 -1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 0.081245000000000026 0.11235500000000002 0.090445000000000011 0.084300000000000014 -0.23033499999999998 0.31335500000000011 0.085225000000000009 0.09227500000000001 -1.0000000180025095e-35 0.086420000000000011 0.094625000000000015 -0.23029999999999998 0.085745000000000002 0.097335000000000019 0.10119500000000002 0.085530000000000009 -0.5337599999999999 -0.094679999999999986 0.0047850000000000011 0.10150000000000002 -0.088854999999999976 -0.23073999999999997 0.070805000000000021 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 9 7 8 -6 10 -3 12 13 15 -15 17 -17 -12 19 20 21 22 -19 28 25 26 -25 -28 29 -24
right_child=-2 2 4 -5 6 -7 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0043783345277709669 -0.0040647488910474676 -0.0033307878414114691 -0.0040077687771501993 -0.0035524064692489662 -0.0019009066217775452 -0.0043773861214239616 0.0043775258431199855 0.0022473471909629375 0.0023545453795269476 -0.0041088032831380523 0.0034422539566349403 0.0043774240005995339 -0.0043780832028777186 -0.0039168876208684218 0.0014464579089204725 -0.0032332254322567661 0.0013864049972071853 -0.0043800256373856894 -0.0036855221448290924 -0.0043456409502774648 -0.0043774175272384939 -0.002942319492301958 -0.0011676781909724014 -0.0043772930355377394 -0.0029929561778848568 -0.0043778320874066799 -0.0032987090934202537 0.00083239622013729165 0.0034913017778324634 0.0037608243848270381
leaf_weight=0.0013857017563356768 0.0015134164133747676 0.002512532725618132 0.0015218094368947268 0.0042846298855465639 0.0055449274959471495 0.0017609768641024806 0.0027916438065815887 0.0085424472315445144 0.0029817209573366199 0.0016945985266829658 0.0047879196329354548 0.001778662332444724 0.0014983837953153048 0.0016810899759587264 0.022069590464707467 0.012234766418910858 0.0073055999432654053 0.0017718186445563324 0.0034877529875281246 0.0023074862031080548 0.0021068027411184067 0.0043159235812311172 0.0062993938691207063 0.0018394724846326751 0.0044256670035296422 0.0021526564875582457 0.0023680916047297265 0.064560316409757679 0.0081040381267314388 0.0033957454852497904
leaf_count=111 133 68 20 155 39 219 90 220 38 23 28 53 39 40 249 180 22 4 236 15 275 73 55 321 269 125 95 664 32 19
internal_value=0 -2.22677e-06 -3.41537e-05 -0.000167668 0.0010195 -7.94863e-05 0.00140471 0.000918505 -0.000412799 -3.29677e-05 9.93139e-06 6.28912e-05 1.3922e-05 5.63209e-05 0.00106684 -0.000126243 -0.00150607 0.000114659 -3.40532e-05 8.88193e-05 0.000189791 0.000286757 0.000433584 0.000525149 0.000201821 0.000401185 0.000550783 0.000686228 0.00189384 0.000558541
internal_weight=0 0.191512 0.190126 0.168744 0.0213825 0.164459 0.0198607 0.0170691 0.00852665 0.162698 0.161004 0.158491 0.156713 0.155214 0.0237507 0.131463 0.0195404 0.111923 0.107135 0.103647 0.10134 0.0992331 0.0949172 0.0931454 0.0753462 0.0709205 0.0687679 0.0669284 0.0177992 0.00969514
internal_count=3910 3777 3666 3259 407 3104 387 297 77 2885 2862 2794 2741 2702 289 2413 202 2211 2183 1947 1932 1657 1584 1580 1474 1205 1080 759 106 74
is_linear=0
shrinkage=0.00437696


Tree=853
num_leaves=31
num_cat=0
split_feature=4 480 1348 11 0 0 52 0 0 16 3 4 43 376 12 49 160 42 13 151 474 12 2 50 47 130 0 49 1212 52
split_gain=0.00511588 0.00473251 0.00435728 0.00687132 0.00427583 0.00598386 0.00611768 0.00532835 0.00608897 0.00661763 0.00642421 0.00483194 0.00543432 0.00573613 0.00464941 0.00454628 0.0045464 0.00431249 0.00520584 0.00414606 0.00425792 0.00408955 0.00438324 0.00400446 0.00582073 0.00395002 0.00384101 0.00657643 0.00558064 0.00441792
threshold=0.27020000000000005 0.08456000000000001 0.088030000000000011 0.08184000000000001 -0.017269999999999997 -0.10071499999999999 0.083750000000000005 -0.10209999999999998 -0.10575999999999998 -0.27337499999999998 0.045635000000000002 -0.49837999999999999 -0.46376499999999993 0.048375000000000008 0.091735000000000025 -1.0000000180025095e-35 -0.217635 0.085195000000000007 -0.26418499999999995 -0.27336999999999995 -1.0000000180025095e-35 0.086305000000000007 0.10066500000000002 0.11901000000000002 0.096475000000000019 0.086635000000000004 -0.072864999999999985 -0.082084999999999977 -0.50114499999999984 -0.42985499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 17 8 9 -1 -11 12 -6 -14 15 -8 -17 18 -7 -2 -21 -13 -23 24 25 -22 27 -19 -29 -28
right_child=19 -3 -4 -5 11 6 14 -9 -10 10 -12 21 13 -15 -16 16 -18 26 -20 20 23 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00064353240901412622 -0.0011316595722136052 -0.0013198996012400374 0.0012746219458821156 -0.0013199511282068581 0.0010686447611645044 0.00066288334371927989 -0.00069001561503275832 0.0010124734656478927 -0.0010581460450143807 0.00074557995959505816 8.7194601074695861e-06 0.0010302905199422688 -0.0012910424205470454 0.0005870468392445401 -0.00093125661725276311 -0.0013198761424281463 0.000610363475405176 0.00063521419667446517 -0.00089165411684086042 -0.0013222862667824145 0.001184106622821712 -0.00052765954166252612 0.00071955655118558968 -0.00055160747075979114 -3.2732052211033542e-05 -0.00070897968205562497 -0.0013198220660055008 0.0011604516336789245 -0.0012603454843683598 0.00053160163941219272
leaf_weight=0.018501246627593559 0.0030120839810479074 0.005276083291326116 0.0042035079397635391 0.0075729704172147186 0.0039409985765814773 0.0040804050865972377 0.0071956119923584074 0.0098557498889988437 0.0087315083967496321 0.028551745528986316 0.073988284609782795 0.017168935733678836 0.0089745274788981533 0.0041369415600343027 0.0067193005427998989 0.0022894847773819995 0.029520814285191932 0.0059451375570915834 0.046456091863404936 0.0022133689637939815 0.025099114814508994 0.0090296762391517404 0.010744767174969638 0.0050820796222978961 0.013053337570568146 0.0020780552973747026 0.00262430054767293 0.0018713946619754998 0.014550557553466348 0.015493867091691982
leaf_count=102 20 258 32 149 6 22 33 26 42 142 172 90 73 17 363 109 422 22 711 4 364 15 34 16 47 21 70 8 372 148
internal_value=0 -7.96949e-05 -6.05704e-05 -7.71781e-05 -4.86905e-05 -0.000115044 -0.000311243 7.71051e-05 6.06741e-06 8.28362e-05 0.000213894 0.000290939 -0.000290069 -0.000698466 8.2539e-05 0.000257179 0.000471438 -0.000509061 -0.000766138 0.000369638 0.000464787 0.000559122 0.000150036 0.00055208 0.000691502 0.00103936 -0.000188159 -0.000553967 -0.000984479 0.000263435
internal_weight=0 0.347424 0.342148 0.337944 0.330371 0.276376 0.136747 0.139629 0.129773 0.121041 0.10254 0.0539958 0.0170525 0.0131115 0.0457252 0.0390059 0.0318103 0.0910218 0.0505365 0.050538 0.047526 0.0369434 0.0197744 0.0453126 0.0402305 0.0271772 0.0404853 0.0223671 0.016422 0.0181182
internal_count=3910 3438 3180 3148 2999 2764 2280 484 458 416 314 235 96 90 927 564 531 1353 733 472 452 139 49 448 432 385 620 402 380 218
is_linear=0
shrinkage=0.00131955


Tree=854
num_leaves=31
num_cat=0
split_feature=31 45 2 123 133 2 1374 3 1132 13 52 42 13 39 42 13 0 12 43 43 133 49 0 42 52 1212 9 51 12 132
split_gain=0.00457385 0.00433156 0.00402945 0.00508117 0.00643767 0.00486139 0.00436264 0.00635706 0.0109809 0.0043125 0.00823092 0.005863 0.00521804 0.00495981 0.00590346 0.00469954 0.00421362 0.00547949 0.00400214 0.00859608 0.00578114 0.00448814 0.00415066 0.00393652 0.00428 0.00420659 0.00430542 0.00392794 0.00352439 0.00438
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086545000000000025 0.086020000000000013 -0.081204999999999986 0.087005000000000013 -1.0000000180025095e-35 0.084925000000000014 -1.0000000180025095e-35 -0.091849999999999987 0.11588000000000002 0.092145000000000019 -0.080814999999999984 0.005105000000000001 -0.0060199999999999993 -0.5337599999999999 -0.10943499999999999 0.090195000000000011 -0.074254999999999988 -0.075819999999999985 0.065880000000000008 -0.04682999999999999 -0.084074999999999997 -0.089024999999999979 0.086635000000000004 -0.5172699999999999 0.091370000000000021 -1.0000000180025095e-35 0.10058500000000002 0.079995000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 -4 -3 18 -9 10 11 15 -11 28 -15 -7 17 27 19 20 -8 -20 -22 24 -23 -25 -27 -17 29 -14
right_child=1 2 3 4 -6 9 7 8 -10 12 -12 -13 13 14 -16 16 -18 -19 21 -21 22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0010892747715650854 0.0012194695802950643 -0.0012203581104294591 0.00060610731708210205 -0.0010109286203994774 0.00099595407550375999 -0.00066730508565484355 -0.00067134105880645547 -0.0012205107886895756 0.00088687163226056705 -0.00096382769517083149 -0.00085764790132650194 -0.00077067440083436272 -0.00035935465152743296 -0.00080659795183576737 0.00098771286807787235 -0.00044992952994328409 0.0010070081689023402 -0.00089070954761467328 0.00031299515947523884 0.00110343553331128 -0.0010434091559032893 -0.0012195605920519896 0.00064098379961485331 0.00098635396625277845 0.001108130821940987 -0.001116870035198191 -0.00024551795209018827 0.0011056324519230297 -0.0010132134537331316 0.00044452301286131515
leaf_weight=0.0037241201073499033 0.0028897253404949188 0.0099071415861544665 0.0099899359678090605 0.0030734412223409899 0.010458706608545754 0.00496700011399298 0.035119164364530775 0.0051250940887257448 0.012982954003007308 0.018794464903811203 0.012416903446023753 0.0069771351542584617 0.12536480139556616 0.0039188228133895118 0.0089447918582550301 0.0034820271986291109 0.018087956851559284 0.0051299980668773051 0.0060607300059132277 0.0062661085644748473 0.0027639327974284819 0.0018669110641518208 0.010187936790913454 0.0017325827755456649 0.0031626490263327867 0.042470500654150811 0.010513201288631535 0.0078527998982167464 0.0109632472590242 0.010952716099758675
leaf_count=113 31 22 69 27 135 15 290 6 69 362 77 51 835 40 67 11 86 12 39 13 122 74 82 19 25 690 36 58 304 130
internal_value=0 -0.00026781 -0.000278305 -0.000187264 0.000540148 -0.00022698 -0.000438914 -0.000382916 0.000290422 -0.00026197 2.41045e-05 0.000259575 -0.000356158 -0.000284842 0.000441087 0.000441463 0.00060085 0.000154651 -0.000484401 -0.000239547 -0.000414606 -0.00068658 0.000281534 -0.000787979 0.00024412 -0.00088285 -0.000943973 0.000627768 -0.000348245 -0.000294765
internal_weight=0 0.412423 0.409534 0.261375 0.0135321 0.247843 0.148159 0.138252 0.018108 0.237853 0.0589138 0.0464969 0.178939 0.160144 0.0128636 0.0395198 0.0345528 0.0164648 0.120144 0.0543371 0.048071 0.0658066 0.0129519 0.0597458 0.00502956 0.0547163 0.0529837 0.0113348 0.147281 0.136318
internal_count=3910 3797 3766 2279 162 2117 1487 1465 75 2048 310 233 1738 1376 107 182 167 81 1390 507 494 883 204 844 99 745 726 69 1269 965
is_linear=0
shrinkage=0.00121906


Tree=855
num_leaves=31
num_cat=0
split_feature=45 1372 482 4 11 151 1211 128 3 1 0 3 15 402 12 43 376 1447 156 1429 0 1186 40 3 156 13 0 133 16 48
split_gain=0.00123843 0.00139386 0.001326 0.00143474 0.002848 0.00205825 0.00162705 0.00143941 0.00169746 0.00230186 0.00461961 0.00190075 0.0037643 0.00316724 0.00237349 0.00224761 0.00291946 0.00205784 0.00198132 0.00228142 0.00189899 0.00181928 0.00181053 0.00269612 0.00188825 0.00180772 0.00175956 0.00173125 0.00170914 0.00164461
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.099580000000000016 0.27020000000000005 0.08184000000000001 -0.27336999999999995 1.0000000180025095e-35 0.11637500000000002 -0.10628499999999998 0.076710000000000014 -0.035699999999999989 -0.078884999999999997 0.082225000000000006 1.0000000180025095e-35 0.086865000000000012 -0.053009999999999995 0.31615500000000002 -1.0000000180025095e-35 0.096585000000000018 0.084545000000000009 -0.089539999999999995 0.091570000000000026 0.08894500000000001 0.30601500000000009 0.082150000000000015 -0.083654999999999993 -0.10303999999999998 0.092000000000000012 0.15737500000000001 0.096065000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 8 9 10 -3 12 14 21 20 16 17 -13 19 22 25 -14 23 24 -17 26 -10 -19 -12 -29
right_child=1 2 -4 5 -6 -7 -8 -9 11 -11 28 15 13 -15 -16 18 -18 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.004125012553631742 -0.0041255838647914628 -0.0035515404067896846 -0.004086999244741785 -0.0037088598908261651 -0.0036001506604732203 0.0013973636435527337 -0.0041248816599255339 -0.0041269722152672333 0.0022224070019730754 0.0028504543185886941 0.0027778723573061866 -0.0040129464916778927 0.0013923602359658207 -0.0041251822431022924 -0.0038241148978664483 -0.00015341311217275641 -0.0041264737415067382 0.0023187956233985626 -0.0039030008272290259 0.0034007694577573668 -0.0041250489839351322 -0.0041251637387392254 -0.003852781803618424 0.0041249516637319548 -0.0038129207933759253 0.0040571679689614983 -0.0041251974930437817 -0.0029675665021238313 -0.00032402131783820494 0.0031735461869186981
leaf_weight=0.0012028200153295634 0.0014331248311512104 0.0042629878885644948 0.0013691025426929562 0.0014472710211066433 0.0039462787831556758 0.018621682718800159 0.0016536934278397189 0.001433993848483083 0.0013860981114248716 0.0079322434300976852 0.0069584419152306509 0.0010717238316755298 0.014117865935453278 0.0023761587576389678 0.0092050057260699703 0.06539111526684005 0.0016377712163375682 0.018989645473606487 0.0024124405899050841 0.0030295636917401217 0.0018602661855622307 0.001095501479973394 0.0023006584647191622 0.0024402413194763986 0.0024899347980067424 0.0017952944281187655 0.0016009491356645533 0.0022104680397108103 0.0053414129943121225 0.0011165732547055995
leaf_count=31 49 95 129 20 154 422 219 56 7 99 23 63 494 198 371 506 5 297 72 37 169 19 13 63 37 20 114 92 18 18
internal_value=0 -7.32701e-05 -4.26229e-05 -1.31895e-05 -0.000137661 0.00102913 -5.44002e-05 -1.29655e-05 2.3672e-05 0.00102344 0.00014845 -0.000155702 -0.00101021 0.000303359 -0.00246817 0.000121458 0.00119706 0.00156984 -0.000223365 -0.000106025 -0.000589172 0.000995048 -0.000252318 -0.000134524 -0.000287647 0.000786237 -0.00117968 0.00183795 0.00143082 -0.000906575
internal_weight=0 0.190928 0.189494 0.188125 0.168056 0.020069 0.16411 0.162456 0.161022 0.0244951 0.0165628 0.136527 0.0334371 0.0175895 0.0158476 0.10309 0.0250262 0.0233884 0.078064 0.0756515 0.00664261 0.0152134 0.0726219 0.0703213 0.0678811 0.00478234 0.00298705 0.0223167 0.0122999 0.00332704
internal_count=3910 3879 3830 3701 3259 442 3105 2886 2830 235 136 2595 1392 711 681 1203 475 470 728 656 310 513 619 606 543 141 121 407 41 110
is_linear=0
shrinkage=0.00412451


Tree=856
num_leaves=31
num_cat=0
split_feature=51 9 30 104 42 42 51 47 394 123 13 130 0 43 123 1366 1373 1447 33 9 133 13 457 474 156 4 1375 1456 12 1
split_gain=0.00119691 0.0012871 0.00129509 0.0012249 0.00127276 0.00176172 0.0016377 0.00158338 0.00172989 0.00190294 0.00263031 0.00251158 0.00172917 0.00157582 0.00183046 0.0019705 0.00172717 0.00163634 0.0016816 0.00193255 0.0016241 0.00217492 0.00251444 0.00175862 0.00241716 0.00187329 0.00173104 0.00165146 0.00174824 0.00353763
threshold=-0.42891999999999991 -0.016839999999999997 -1.0000000180025095e-35 0.087185000000000012 -1.0000000180025095e-35 -0.082904999999999993 -0.40274499999999996 0.11566000000000001 -0.082514999999999991 0.087260000000000018 -0.0019849999999999994 0.085970000000000005 -0.083564999999999987 0.50266500000000003 0.086020000000000013 -0.081619999999999984 0.11103 -1.0000000180025095e-35 -0.007134999999999999 0.091370000000000021 0.093845000000000026 -0.45122499999999993 0.097740000000000007 0.087530000000000011 0.11362000000000001 0.00096500000000000015 -0.43271999999999994 -1.0000000180025095e-35 0.10852500000000001 0.12485500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 12 10 11 -10 -8 14 15 -6 17 -17 -19 20 23 -22 -23 24 26 -25 -20 -28 -29 -30
right_child=1 2 3 -5 13 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 21 22 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.0041251860564647256 0.0041257297665956124 -0.0040774602883650824 -0.004125798524007589 -0.0038175614445856948 -0.0039686610294483535 -0.0028815654959009011 -0.0013627760496827486 0.0025453671766117441 0.0028971642479758497 0.002898733205585007 -0.0036389438349518862 -0.0034748990644903025 0.0034707710987788194 -0.0041256632103780898 0.0031420318271929062 -0.0021013836933449978 -0.0041257086068665315 -0.0029638795084423581 -0.00097014544687469432 0.0030280549093863792 0.0020902665975015425 -0.0029156903045084825 0.0038392445701649187 -0.003269351626461517 -0.0041267860470153702 0.00286880369624724 -0.0029997362208023302 0.00097899636348708374 -0.0040071443788383286 0.0030156537014651061
leaf_weight=0.0012154591338493495 0.0012659393011951172 0.0013465665206240365 0.0017450125659479445 0.0014317665663838844 0.0019661548818081789 0.0055143563572168644 0.0021140223451383555 0.0035477160002983501 0.0027850615543121267 0.0015914459002033263 0.0063478809090833392 0.0016913048116087293 0.0031132753753979605 0.0014443948602504966 0.0035207741257110561 0.0049248114687225888 0.0015618736279350278 0.0026064036466379994 0.010629548661476917 0.0045343973124545292 0.0026890619132018409 0.00806364930743797 0.0010607607276256212 0.0039498948121128299 0.0018595020581226853 0.0010762839775555477 0.0019309948518895217 0.095293628928154739 0.0033636458510741809 0.001914863520966037
leaf_count=102 120 4 13 13 49 468 56 15 90 14 266 72 25 16 149 315 18 35 18 50 12 327 8 163 88 37 145 1144 42 36
internal_value=0 -1.88453e-05 -4.74195e-05 -1.7647e-05 1.2438e-05 -0.000788382 -0.000285125 3.11471e-05 -0.000474421 -0.00131243 -0.00193158 0.000489609 0.00151599 0.000161944 0.000202972 0.000132782 0.000188221 0.000235045 0.000317842 0.000380566 0.000289505 -0.00116966 -0.00213039 0.000433131 0.000537511 -0.00195495 0.000614176 0.00077847 0.000851012 -0.00145951
internal_weight=0 0.184885 0.183619 0.182272 0.180841 0.0284501 0.0229357 0.0211907 0.017643 0.0124157 0.0108242 0.00447637 0.0052273 0.152391 0.150946 0.147425 0.145459 0.143897 0.138973 0.136366 0.131832 0.0118135 0.00912441 0.120018 0.114992 0.00502618 0.113133 0.102503 0.100572 0.00527851
internal_count=3910 3808 3688 3684 3671 1019 551 538 523 442 428 162 81 2652 2636 2487 2438 2420 2105 2070 2020 347 335 1673 1473 200 1385 1367 1222 78
is_linear=0
shrinkage=0.00412451


Tree=857
num_leaves=31
num_cat=0
split_feature=1 51 0 0 0 4 52 3 4 1186 42 4 52 52 1446 15 47 48 14 1 0 50 49 2 4 376 16 52 15 1212
split_gain=0.00508849 0.00596242 0.0050685 0.00545446 0.00757233 0.00582046 0.00775349 0.00636414 0.00680056 0.00578539 0.0054074 0.00504918 0.00682753 0.00442854 0.00425363 0.00430942 0.00735202 0.0101773 0.00575323 0.00522525 0.00655287 0.00402823 0.00397899 0.00375955 0.00591047 0.00476965 0.00359206 0.00397791 0.00351886 0.00532659
threshold=0.094385000000000011 0.08955500000000001 -0.23029999999999998 -0.077944999999999987 -0.081964999999999996 -0.49837999999999999 0.10433000000000002 -0.088024999999999978 -0.41745999999999994 0.085080000000000003 -1.0000000180025095e-35 -0.077679999999999985 0.084890000000000007 -0.42985499999999993 0.091520000000000018 0.035895000000000003 0.08801500000000001 0.12862000000000004 -0.46879999999999994 0.11026000000000001 -0.10303999999999998 0.11581000000000001 0.082865000000000008 0.10705000000000002 -0.060264999999999992 0.076485000000000011 -0.49150499999999991 0.048695000000000009 0.085120000000000015 -0.50114499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 -5 -7 -9 10 -4 12 28 -2 15 16 17 18 -15 -17 -21 -20 -3 24 25 -10 27 -13 -12 -30
right_child=13 22 3 5 -6 7 -8 8 23 -11 11 26 -14 14 -16 19 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00055283509409121973 -0.0012685156709762366 -0.0010068298314103129 -0.0011001373149985313 -0.0011216028754558211 -0.0011971388358197131 0.00069024533833547252 0.00055006936236030217 0.00119636533979223 -0.0011366950674407004 0.00086533433412932799 0.00088227276138252357 0.00073769461180931057 -0.0012696791540266824 -0.0003480270951974015 -0.0012578440474444734 -0.0009951500951575808 -4.7328046678440442e-05 -0.00070552598850302523 0.00094881879103157383 0.0011508413989413015 -0.00055409870630938299 -0.00066500104542151976 0.00063067697327185551 -0.001269224483849124 0.00073422008982938834 0.0012689006516876421 -0.00043352031575667353 -0.0005731293549226411 0.0011894279409339424 -0.0012686572216311887
leaf_weight=0.018159907108156403 0.0035244382564272305 0.018379662721702772 0.011271773492628867 0.011836311276283595 0.013362181521159755 0.033119594131846952 0.0071649462524874244 0.0051403136239969163 0.0083696921614801988 0.00777956949825409 0.016364933803941994 0.0096573810349127598 0.0037511010823827453 0.0069609415828750789 0.003290689471718621 0.0099697930777580268 0.05729782111339432 0.0089435389127174858 0.053765515072825565 0.0064608974034854336 0.0082654878436869694 0.0026087566166097522 0.0027433190448853386 0.0061180134924789789 0.0075241523954332505 0.0015754065507280765 0.076426696824551499 0.0060615147580875819 0.002400517654237432 0.0034651070293776343
leaf_count=39 144 193 387 70 351 142 9 8 155 50 45 24 137 52 35 108 220 14 534 18 53 17 75 184 64 6 637 36 6 97
internal_value=0 -0.000147144 -9.23771e-05 -0.000143015 -0.00028572 0.000122704 -0.000491253 0.000311329 -0.000125517 -0.000196941 -0.000260806 -0.000180716 0.0003131 0.000137557 0.000169009 0.000199444 0.000291987 0.000560973 0.000739814 -0.000286112 0.000193909 0.000874138 -0.000794161 -0.000413592 -0.000113936 -0.000755624 -0.000319954 0.000232215 0.000580172 -0.000262681
internal_weight=0 0.270672 0.249549 0.231389 0.150541 0.0808484 0.0190013 0.0618472 0.0287276 0.137179 0.129399 0.118127 0.0259817 0.161088 0.157563 0.154273 0.129577 0.0722788 0.0633352 0.0246962 0.0147264 0.0563743 0.021123 0.0235873 0.0174693 0.0099451 0.0921456 0.0157189 0.0222306 0.00586562
internal_count=3910 2715 2447 2408 1770 638 79 559 417 1419 1369 982 285 1195 1051 1016 837 617 603 179 71 551 268 409 225 161 697 60 148 103
is_linear=0
shrinkage=0.00126831


Tree=858
num_leaves=31
num_cat=0
split_feature=123 2 123 158 1213 475 149 1 44 4 43 3 48 1 13 457 148 43 131 12 14 2 48 12 13 16 43 151 33 151
split_gain=0.00454813 0.00759249 0.00578853 0.00411247 0.0042367 0.00549749 0.00411713 0.00493671 0.00694437 0.00441265 0.00898044 0.00613944 0.00470738 0.00676229 0.00656265 0.00598187 0.00650605 0.00585019 0.00577486 0.00500382 0.00592092 0.00595516 0.00655337 0.00450404 0.00433851 0.00488112 0.00559723 0.0050626 0.00448938 0.00486802
threshold=1.0000000180025095e-35 0.093655000000000002 0.084780000000000008 0.11015500000000002 -1.0000000180025095e-35 -0.086004999999999984 0.092550000000000007 0.14000500000000002 1.0000000180025095e-35 -0.49837999999999999 -0.46376499999999993 -0.34922499999999995 0.12649500000000002 0.10420500000000001 0.16421000000000002 0.041935000000000007 -0.07990499999999999 -0.17307499999999998 0.08844500000000001 0.11655500000000001 -0.46879999999999994 0.10457000000000001 0.091505000000000017 -0.0089849999999999982 -0.098524999999999988 -0.19424999999999998 0.021175000000000003 0.085710000000000022 -0.007134999999999999 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 9 10 -6 -11 13 14 17 16 -15 -13 23 20 -18 22 -22 -19 -25 27 28 -26 -27 -30
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 11 -12 12 -14 15 -16 -17 19 18 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0013465289022208341 0.0013463638995282246 0.00093891289982992756 -0.0010202640782787794 -0.0013138374906373981 0.0010385401404265269 -0.0012605430427293101 -0.0011798209499581352 0.00076265539022494675 -0.0012025066697369641 0.0013066523034380878 -0.0010997297967951991 0.00079499327849929548 -0.00074367258916899638 -0.001311259265816953 -0.0013469933237632847 0.0013482091380288001 -0.00067523875299243554 -0.0011697999852603098 -0.0012621226586454306 -0.00071595555491645534 0.00054748228368512028 0.0011353948372070581 -0.0010567124325324725 0.00040445530804996251 -0.00096482890855249272 -0.0012345924014947808 -0.0013465778507544502 0.00038939462095735795 0.00017859342438592216 -0.00054019352655715835
leaf_weight=0.001724347996059806 0.0024386445736013238 0.020325799949461043 0.0080608596468749738 0.0048137458208614694 0.0045672635460505253 0.0097515004626291812 0.0056528330149490094 0.013976015406029774 0.0092698540142919228 0.0065186527961031962 0.016104490591231979 0.013997935182601395 0.015218725192113425 0.0046600861969636745 0.0072747718050685242 0.0097959456017520097 0.0071971951329032882 0.0064509892182940112 0.007510116136792532 0.007290677710898307 0.021867997340535794 0.023010909411482317 0.0058465998620249584 0.035062007573309018 0.020684390916215989 0.00489710900819773 0.0055381659481987802 0.006595457663479464 0.12010921028267063 0.019896364822464818
leaf_count=4 39 191 104 163 7 549 51 116 52 36 143 37 66 6 108 53 24 51 248 26 109 134 13 114 73 22 212 13 1093 53
internal_value=0 0.00045882 -0.000470584 -7.70233e-05 -6.25187e-05 -0.000868807 -3.93282e-05 -2.29378e-05 -5.18795e-05 -2.30595e-05 -0.000627296 1.26869e-05 -1.19115e-05 2.20737e-05 -8.7511e-05 0.000363219 0.000225127 -4.94518e-05 -0.000101583 0.000334916 0.000467188 0.000629282 0.000209066 -6.18276e-05 -2.82369e-05 -0.000113602 -1.86165e-05 -0.000637418 3.21381e-05 7.64457e-05
internal_weight=0 0.0308253 0.0104995 0.415283 0.41047 0.0114758 0.398994 0.393341 0.379365 0.370095 0.0206718 0.349423 0.342905 0.327686 0.248017 0.0796694 0.0698735 0.240742 0.226744 0.0652134 0.0579227 0.0507255 0.0277146 0.219234 0.212783 0.177721 0.150441 0.0272798 0.144903 0.140006
internal_count=3910 334 143 3576 3413 553 2860 2809 2693 2641 150 2491 2455 2389 2024 365 312 1916 1879 306 280 256 122 1631 1580 1466 1380 86 1168 1146
is_linear=0
shrinkage=0.00134594


Tree=859
num_leaves=31
num_cat=0
split_feature=101 101 2 160 2 2 52 1456 482 0 41 1429 403 16 160 0 0 133 15 123 133 1373 1373 1375 1375 49 48 49 15 13
split_gain=0.00121692 0.00125297 0.00122866 0.00325678 0.00203457 0.00226964 0.00186404 0.00176091 0.00189064 0.00170468 0.00274732 0.00208391 0.00223101 0.00207443 0.00273378 0.00254441 0.00293379 0.0019534 0.00368624 0.00158127 0.0019516 0.00159194 0.00197931 0.00206159 0.00298019 0.00177484 0.00169814 0.00266429 0.00250658 0.00219109
threshold=-0.08175499999999998 -0.041339999999999995 0.086545000000000025 0.086110000000000006 0.087005000000000013 0.087995000000000004 0.28122000000000008 -0.066614999999999994 0.081345000000000015 1.0000000180025095e-35 0.080335000000000018 0.084545000000000009 -1.0000000180025095e-35 -0.083564999999999987 -1.0000000180025095e-35 -0.07773999999999999 -0.23029999999999998 -0.090054999999999982 0.090325000000000003 1.0000000180025095e-35 -0.0023199999999999996 0.099250000000000019 1.0000000180025095e-35 -0.43271999999999994 -0.081864999999999979 0.27772500000000006 0.091555000000000011 -0.084114999999999981 0.10043500000000001 -0.5337599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -4 -6 7 -7 19 10 11 12 -3 14 -14 16 -15 18 -16 21 -21 22 23 -9 -25 26 27 -26 29 -29
right_child=1 2 4 -5 5 6 -8 8 -10 -11 -12 -13 13 15 17 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0038888542090692985 0.0026683354536396809 -0.0038869479033346237 0.002381134186526101 -0.0035089633554433101 -0.0038874706888170204 -0.003887149184200747 -0.0024262921348388996 -0.0023630516750684774 0.0034511010358732139 0.0026427494413178076 -0.0038137169239050228 0.0031515884810711147 -0.003803613371211192 0.0034483205852306508 -0.003850130182747612 0.00033691128991140756 -0.0031191113495023241 0.0015567614553383322 0.0032522984822054356 -0.0025353615050585383 0.0027470173349406733 -0.0038880437278970953 0.0033683383860386414 0.0032787661562986353 -0.0025167153820073252 -0.0038872227657043529 0.0010423473743137869 -0.0036169092708107156 -0.0038879178677383602 0.00040371173754897525
leaf_weight=0.0012349554463071391 0.0025864223916869369 0.0025594629457699183 0.0059855166872360135 0.0049991663174551162 0.0021621859887164243 0.0015469549908235783 0.0041428337962341457 0.0051147071000041669 0.0027827650463034806 0.0029443631337233702 0.0033300749526077303 0.0027021108336371382 0.0019631465220113489 0.0011535529545199054 0.0030070180947188154 0.0099630678231292878 0.0094029548200613711 0.018133355223328703 0.0017441118018837187 0.001260871832016619 0.0065185213128167155 0.0015114308625498998 0.0027719909020333935 0.0044376896931908041 0.0068777407222713185 0.0017287821554887719 0.021054376376941519 0.0021373320505517759 0.0023299456947349908 0.048699885292388334
leaf_count=6 3 479 69 136 194 102 212 10 109 108 52 26 74 13 79 173 320 125 16 32 142 18 18 36 55 27 211 10 127 928
internal_value=0 -1.78996e-05 -5.58724e-05 -0.000501279 0.000171873 5.69638e-05 0.000132494 0.000229951 0.000289348 -0.000237042 -0.000394183 -0.000169266 -0.000356496 -0.00015732 0.000597933 -0.00107187 -0.00240146 0.00097552 -0.00124287 0.000205107 0.00189086 6.94402e-05 0.000132302 3.52008e-05 0.000175764 9.51415e-06 9.25804e-05 -0.00024045 5.40097e-05 0.000234674
internal_weight=0 0.185552 0.182966 0.0619024 0.121064 0.115078 0.112916 0.108773 0.107226 0.0569032 0.0539589 0.0506288 0.0479267 0.0453672 0.0248476 0.0205196 0.0105565 0.0228845 0.00475113 0.104443 0.00777939 0.0966639 0.0951524 0.0923805 0.0872658 0.0828281 0.0810993 0.0600449 0.0531672 0.0508372
internal_count=3910 3904 3901 1601 2300 2231 2037 1825 1723 1465 1357 1305 1279 800 294 506 333 220 95 1614 174 1440 1422 1404 1394 1358 1331 1120 1065 938
is_linear=0
shrinkage=0.00388662


Tree=860
num_leaves=31
num_cat=0
split_feature=401 1 0 3 147 14 15 3 156 403 48 1446 2 3 11 1 151 1 1 16 4 48 15 0 2 13 13 13 3 130
split_gain=0.00485497 0.00441793 0.0081352 0.00806834 0.00602547 0.00598579 0.00549469 0.00557925 0.00647897 0.00535847 0.00529083 0.00514759 0.00545719 0.0109326 0.0108786 0.00846219 0.00666596 0.00536333 0.00608956 0.00532756 0.00518817 0.00493022 0.00612569 0.00584303 0.00671303 0.00556327 0.0058096 0.00773096 0.00659354 0.00628557
threshold=0.10072000000000002 1.0000000180025095e-35 -0.084074999999999997 -0.083604999999999985 0.088565000000000019 0.077685000000000018 0.091195000000000012 -0.08348499999999999 0.085915000000000005 0.03138500000000001 -0.098424999999999985 0.091520000000000018 1.0000000180025095e-35 0.082730000000000012 0.08184000000000001 0.092385000000000009 0.056555000000000001 0.092550000000000007 0.095155000000000017 0.099280000000000021 0.28937500000000005 0.086065000000000016 -1.0000000180025095e-35 -0.083424999999999985 0.086875000000000022 -0.5337599999999999 -0.41810499999999995 -0.028919999999999998 -0.115685 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 7 -5 -9 11 -6 12 15 14 -14 -3 19 -17 -19 -15 -16 22 -4 -24 -25 -26 -27 28 -28 -29
right_child=-2 4 21 6 10 -7 -8 8 -10 -11 -12 -13 13 16 20 17 -18 18 -20 -21 -22 -23 23 24 25 26 27 29 -30 -31
leaf_value=-0.0011724233182913381 -0.0010783675449140451 -0.0010732653307261807 -0.0011721089137430589 0.0011281717238128684 -0.00048979696491159672 -0.00099430467660080804 0.00058352931787721701 -0.00075072968810079683 0.00051457808232089242 0.00077622261172209531 0.00112501381586445 -0.0011647241527104567 0.0010344876478957233 0.00021183311750880564 -0.0011720822832336825 0.0011636962863409207 -0.00061855827032251801 -0.0011283424768904335 3.9291525599562028e-06 -0.00084242355975909457 0.00038844021181386548 0.00062496150220195965 0.00086376231811525724 -0.0011725688380446152 -0.0011737641633441393 0.0011729794938511774 0.00065812364760931669 -0.00049914424112900541 -0.001006372624995985 0.0005498796319355052
leaf_weight=0.017099877839314104 0.0059695328171027731 0.012624799855132096 0.00640483139177661 0.0029708179067711163 0.0035702168394209357 0.007536542906720455 0.0090829671039216464 0.032859989310745519 0.0066866070627185073 0.013767848766136126 0.012676907630094547 0.0048947119816062914 0.031820784034749749 0.07903635411692278 0.0050949571146077233 0.0047959041900185176 0.020551564559127655 0.0073129088964520852 0.060245919818044058 0.0071786377461791053 0.0068677169474540278 0.016696947262630601 0.0098800627233117666 0.0071763415851862069 0.005009749671444296 0.0063445518608205012 0.0042199187155347274 0.010574649029507555 0.014475700556616292 0.030345924448063499
leaf_count=454 194 250 266 5 23 101 25 417 59 90 111 74 239 215 97 6 36 79 412 78 32 80 29 113 3 7 6 44 211 154
internal_value=0 -1.48089e-05 -0.000157918 -0.000474885 7.77719e-05 3.47906e-05 -0.000243727 -0.000420453 -0.000536789 6.53022e-05 0.000770168 2.45915e-05 4.93076e-05 0.000183307 0.000676379 -0.000188087 -1.88943e-05 -3.36367e-05 -0.000118634 0.000124051 -0.000276193 3.80319e-05 -6.57461e-05 1.47528e-05 -9.2587e-05 1.66178e-05 0.000107028 -6.41419e-06 -0.000630668 0.000278792
internal_weight=0 0.457805 0.179829 0.0687003 0.277976 0.261729 0.0516004 0.0425174 0.0395466 0.254192 0.0162471 0.240424 0.23553 0.15055 0.0437835 0.0849795 0.106767 0.0723547 0.0675588 0.086215 0.0119627 0.111129 0.0944317 0.0880269 0.0781468 0.0709705 0.0659607 0.0596162 0.0186956 0.0409206
internal_count=3910 3716 1873 960 1843 1709 506 481 476 1608 134 1518 1444 697 368 747 329 497 491 293 129 913 833 567 538 425 422 415 217 198
is_linear=0
shrinkage=0.00117172


Tree=861
num_leaves=31
num_cat=0
split_feature=401 158 1 0 3 15 3 156 15 160 42 394 40 48 42 13 43 147 151 11 4 1 156 2 3 1 1 151 48 2
split_gain=0.00119908 0.0012307 0.00127513 0.00276308 0.00276665 0.0020351 0.00201029 0.00213289 0.00214833 0.00266096 0.00185558 0.00215921 0.00282997 0.00211923 0.00240259 0.00477805 0.00243739 0.00170877 0.00222157 0.00237306 0.00221992 0.00217175 0.00215574 0.0025816 0.00304461 0.00218521 0.002138 0.00209528 0.00209089 0.00195905
threshold=0.10072000000000002 0.11136500000000001 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 0.091195000000000012 -0.08348499999999999 0.085915000000000005 -0.091024999999999981 0.084835000000000008 -1.0000000180025095e-35 -0.083449999999999983 -0.07334499999999998 0.086065000000000016 0.084100000000000022 -0.014114999999999997 -0.082689999999999986 0.088565000000000019 0.056555000000000001 0.088315000000000018 0.0045450000000000013 0.11931500000000002 0.090385000000000007 1.0000000180025095e-35 -0.013944999999999997 0.089680000000000024 0.14000500000000002 -0.093064999999999981 -0.098424999999999985 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -8 11 -5 -13 14 16 -16 -12 18 19 22 -20 -21 23 -4 -25 -26 27 -27 -19 -22
right_child=-2 -3 17 10 5 -7 7 -9 -10 -11 13 12 -14 -15 15 -17 -18 28 20 21 29 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0038113458303880225 -0.0032908227616965007 -0.0030085596398488892 -0.00014309979476132521 0.0013357684676752221 0.0036791835817600368 0.0019295153511662533 -0.0038117703569878359 0.0016077485771228569 -0.0038122486786776157 0.0013338775893956846 0.0034613503783638391 0.0027748916819752439 -0.0038110660859505289 0.0025307090393403109 -0.0038116062064723843 0.00091388677146894226 0.00014418052593656277 -0.0016582917306541261 -0.002931876420741223 -0.0032853533283740584 0.0023159373499663741 0.0029183360213309302 -0.0017191865152233682 0.0029275171827175353 0.0019310086832508492 0.0024770131717672499 0.0034626245772335319 -0.00087400653601382337 0.0036628737351967113 -0.0020229261849752751
leaf_weight=0.0054061845149881984 0.0016347192656662726 0.0019695020890146955 0.033417759007788206 0.0030020124461671571 0.0010981072243794144 0.0034383182216686228 0.0023903546328130059 0.0024315100453615743 0.0065175826899741603 0.0037455807837467603 0.0046401870491337158 0.0011623282398431911 0.00512062680820069 0.0066410704861823424 0.005383180078727178 0.0073464149303958956 0.010479452928862543 0.0014370644088330664 0.0063282601636274194 0.0043117724944217164 0.0032411700548422573 0.0010115301945461397 0.0058614723640708624 0.011688287720639678 0.013337393599172742 0.0031829993483825083 0.0023381298388844831 0.018197564019978074 0.0042224441408826854 0.0028302529509431906
leaf_count=392 194 157 707 39 5 19 160 56 199 36 27 9 370 55 366 20 42 21 59 97 29 20 175 202 60 40 65 164 110 15
internal_value=0 -1.27814e-05 1.99594e-05 -0.000387902 -0.00139778 -0.000732785 -0.00129843 -0.00166077 -0.00228885 -0.000670694 0.000189476 -0.00132254 -0.00259268 0.000596518 0.000135281 -0.00108446 0.00116221 0.000271849 0.000162676 0.000363966 -0.00135267 -0.00210653 0.000513372 0.000672643 0.00123189 0.000697058 3.18767e-06 -0.000375128 0.00231172 0.000293334
internal_weight=0 0.182179 0.180209 0.0688029 0.0250276 0.0196215 0.0161831 0.015085 0.0126535 0.00613594 0.0437753 0.00928497 0.00628296 0.0344903 0.0278492 0.0127296 0.0151196 0.111406 0.105747 0.0933469 0.0123997 0.0053233 0.0880236 0.0821621 0.0487444 0.0370561 0.0237187 0.0213806 0.00565951 0.00607142
internal_count=3910 3716 3559 1795 867 475 456 451 395 196 928 418 379 510 455 386 69 1764 1633 1530 103 117 1413 1238 531 329 269 204 131 44
is_linear=0
shrinkage=0.00381041


Tree=862
num_leaves=31
num_cat=0
split_feature=1 52 38 12 47 50 48 14 3 2 3 48 16 0 160 15 12 48 160 1 4 15 1212 15 0 160 123 50 4 13
split_gain=0.00455777 0.00419378 0.0039805 0.00566283 0.00457842 0.00791414 0.0046518 0.00396372 0.00442549 0.00451606 0.00416414 0.00649339 0.00810989 0.00440778 0.00425479 0.00396319 0.00760601 0.00624344 0.00444139 0.0039401 0.00381648 0.00636724 0.00396082 0.00368888 0.00476394 0.00447736 0.00397433 0.00357622 0.00354199 0.00353395
threshold=0.10113500000000002 -0.42985499999999993 0.13584500000000002 -0.083349999999999994 0.13177500000000003 0.11515000000000002 0.11930500000000001 0.077685000000000018 -0.11266 0.11635500000000001 0.084925000000000014 0.084500000000000006 0.22945500000000005 0.15480500000000005 0.088785000000000017 0.088190000000000004 0.086935000000000012 0.088875000000000023 0.085545000000000024 0.14071500000000001 -0.026614999999999996 0.088615000000000013 -0.50114499999999984 0.035895000000000003 -0.10303999999999998 -0.079234999999999986 0.095915000000000014 0.086465000000000014 -0.10018999999999999 -0.012034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 6 23 8 -1 10 15 12 -12 -14 -13 16 27 -18 -19 -6 21 -17 -23 25 -25 29 -27 -10 -24 -5
right_child=1 2 -4 4 19 -7 -8 -9 9 -11 11 14 13 -15 -16 20 17 18 -20 -21 -22 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.00032691510766951967 -0.0014572103927126983 0.0012647856199598326 -0.0014402402490807556 -0.0011993143128018464 -0.0012987074628455573 -0.0012255178056397897 -0.00030504735742986004 -0.0014574606227669687 -6.9325264969997269e-05 -0.001324793104366089 0.0012098868880620992 -0.00077192615684428965 -0.0014580970473813525 0.0006298273911928109 0.00019489545668518123 0.0010534265898126923 -0.0014577079034606088 -0.00079724466175127272 0.0012163938659270582 0.00013110181623559526 0.00084720169159307546 0.0012676208072951699 0.0010655224224482977 0.00078394882545475047 -0.00090695224962592403 0.0010811991734630899 -0.00075537138773060686 -0.0014582350653625526 -0.0014572391880980265 0.00054923128461128816
leaf_weight=0.038760393114856129 0.0031787511214247379 0.01120972116872565 0.0029265657049108986 0.0038569689961605036 0.0076135654923064058 0.0066392325358748385 0.015081480911248946 0.0048205737135873497 0.056521910056947178 0.0074448580890340557 0.018696876580577282 0.018121749937641596 0.0046619500414522008 0.0039766994304955006 0.020694351215752249 0.0054791283694513018 0.022836676670584311 0.0065780137397482008 0.0035958527521415817 0.0088410868738719728 0.010485802637504094 0.0016618867095203873 0.001347268818790325 0.0069752154131492716 0.0071739125993701691 0.040872438189069271 0.00266394527945124 0.0042292988565453262 0.0095873724596291544 0.0067415856004515717
leaf_count=196 115 242 9 33 37 61 53 108 647 160 58 41 49 4 29 46 663 128 13 18 24 16 4 19 33 285 40 134 603 42
internal_value=0 0.00019457 0.000238109 0.000279851 0.000176142 0.000305325 0.000427241 -0.000149742 -0.00012288 -0.000211867 -0.000167905 0.000126569 0.000670489 -0.000496946 -0.000256476 -0.000327155 -0.00047189 -0.00103481 -8.5544e-05 -0.000530471 0.000147981 -0.000257642 -0.000827919 0.000588977 -7.33744e-05 0.000762095 0.000968821 -0.000166017 -0.00114641 -8.709e-05
internal_weight=0 0.123774 0.120596 0.117669 0.106459 0.0900048 0.0833655 0.239501 0.23468 0.19592 0.188475 0.0661516 0.0273355 0.00863865 0.0388161 0.122323 0.0937618 0.0330105 0.0101739 0.0164547 0.0285615 0.0180757 0.0125965 0.0682841 0.0141491 0.0541349 0.0435364 0.0607512 0.0109346 0.0105986
internal_count=3910 987 872 863 621 566 505 2923 2815 2619 2459 181 111 53 70 2278 1585 804 141 55 693 669 623 452 52 400 325 781 607 75
is_linear=0
shrinkage=0.00145689


Tree=863
num_leaves=31
num_cat=0
split_feature=4 11 403 52 151 474 50 47 1213 129 484 474 4 150 3 160 133 38 124 158 13 131 13 52 16 12 484 42 16 3
split_gain=0.00337845 0.00554838 0.00365436 0.00449848 0.00333174 0.00372351 0.0034246 0.00465758 0.00329129 0.00294832 0.00293362 0.00298022 0.00292019 0.00269537 0.0028262 0.00375174 0.00398926 0.0033656 0.0040478 0.00432301 0.00435512 0.0038325 0.00432459 0.00386582 0.00476266 0.00486583 0.0039162 0.00383779 0.00321868 0.00321719
threshold=0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -0.040174999999999995 -0.27336999999999995 -1.0000000180025095e-35 0.11901000000000002 0.096475000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091130000000000017 0.09018000000000001 -0.0025899999999999994 -0.20684999999999998 -0.14539499999999997 -0.217635 -0.26719999999999994 0.11576000000000002 -0.048219999999999992 0.085745000000000002 -0.091849999999999987 0.097135000000000013 -0.084184999999999996 0.071660000000000015 -0.19424999999999998 0.090715000000000018 0.084225000000000008 0.091230000000000019 0.24895000000000003 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -2 -6 7 -7 -4 -10 11 13 -1 -11 -15 29 -17 18 -18 20 28 22 -22 26 -25 -26 -24 -27 -20 -16
right_child=4 -3 8 -5 5 6 -8 -9 9 10 -12 -13 -14 14 15 16 17 -19 19 -21 21 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.00068065444619236316 -0.0010927523159685196 -0.0010641239881729468 -0.0012435890517387429 -0.0011604698950848523 -0.0012456534388867997 0.001077495106834866 -0.00047524848124351287 -3.9911676449297501e-05 -0.0012438364390539999 0.00091369096249313911 -0.00074865601533173241 -0.0011194761295482906 -0.0008523987057544992 0.00057565709927418288 -0.0011267020780756024 -0.0012437489920042266 0.0007821750936116503 -0.0011422001853159884 0.00063226875134312873 -0.00094624257150801455 -0.001170128226282804 0.00087584100251995704 -0.00019703638704521336 -0.00068266123907517371 0.00084218426612003925 -0.0012440042013356271 0.00073475926059827438 0.00054149756428708402 -0.00024014641994804655 0.0012445824604460521
leaf_weight=0.0050422764777238172 0.0023305844856622562 0.0083522275923257894 0.0032485111215319043 0.0095765660675048991 0.001894826629495582 0.017934259450740342 0.0043263141305942545 0.0085015660212661714 0.0028425054777940764 0.0056848062077960995 0.0072832067384958057 0.0033151348008146888 0.0031035243133885615 0.01472751305833242 0.0069490183483260637 0.0036589708204957097 0.012153745992478093 0.0035107595812178252 0.030882355959306551 0.0066026561427392485 0.0052201685252493127 0.0071137389149100718 0.10195074993709241 0.0058568723834468974 0.021806533401425909 0.003602880959419962 0.0074859572175682834 0.0038504795121951929 0.0082947906776098534 0.0010136736200365704
leaf_count=66 20 160 241 792 4 359 16 42 48 18 196 127 42 90 193 141 146 19 129 146 229 46 473 11 52 21 36 34 11 2
internal_value=0 -6.52039e-05 -3.59066e-05 -0.000582694 0.000343598 0.000446104 0.000550309 0.000718145 3.79372e-07 1.56976e-05 2.94168e-05 5.17554e-05 9.6566e-05 6.72639e-05 4.75984e-05 1.37785e-05 4.3859e-05 6.54377e-05 8.51738e-05 4.33754e-05 7.67017e-05 -1.59064e-05 -5.82613e-05 -1.81092e-05 0.00034086 0.000545735 -0.000133297 -0.000321596 0.000447556 -0.000824831
internal_weight=0 0.29313 0.284777 0.0177224 0.0349876 0.032657 0.0307621 0.0264358 0.267055 0.263807 0.260964 0.253681 0.0081458 0.250366 0.244681 0.229953 0.221991 0.218332 0.214821 0.202667 0.196065 0.156887 0.149774 0.144553 0.0351168 0.0292599 0.109437 0.00745336 0.0391771 0.00796269
internal_count=3910 3469 3309 900 441 421 417 401 2409 2168 2120 1924 108 1797 1779 1689 1494 1353 1334 1188 1042 902 856 627 118 107 509 55 140 195
is_linear=0
shrinkage=0.00124344


Tree=864
num_leaves=31
num_cat=0
split_feature=156 15 481 9 2 159 15 1 403 50 14 456 3 15 457 160 0 0 0 0 1374 1 15 0 38 1186 4 43 3 4
split_gain=0.00122382 0.00132918 0.00131731 0.00128803 0.00124324 0.00274834 0.00278041 0.00415394 0.0020825 0.00212457 0.0018954 0.00187854 0.00171623 0.00179863 0.00230503 0.00203837 0.0021676 0.00371152 0.00253823 0.00343257 0.00238992 0.0031116 0.002001 0.00261202 0.00197248 0.00176885 0.00194935 0.0021924 0.00227477 0.00176825
threshold=-1.0000000180025095e-35 -0.46970499999999993 1.0000000180025095e-35 -0.016839999999999997 0.10274500000000002 0.09141500000000001 -0.11739999999999999 0.12446500000000001 -0.092224999999999988 0.10119500000000002 0.077685000000000018 -1.0000000180025095e-35 -0.12817999999999996 -0.11399999999999998 -0.0015249999999999997 -0.217635 -0.10575999999999998 -0.10209999999999998 -0.10071499999999999 -0.091234999999999983 -0.094679999999999986 0.077800000000000022 -0.088734999999999994 -0.084794999999999995 -0.073614999999999986 0.091570000000000026 -0.08422499999999998 -0.50992999999999988 -0.025254999999999996 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -8 10 11 -10 -13 -14 29 -16 20 -18 -19 -20 -17 -22 -21 24 -24 26 27 -25 -29 -15
right_child=1 2 -4 4 -6 -7 8 -9 9 -11 -12 12 13 14 15 16 17 18 19 22 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0036626923844999305 0.0032843895198126603 0.0036636496579923726 -0.0036631526131042139 -0.0031176625698850196 0.00043553728188440932 -0.0026040882813417763 -0.0036626333921193528 0.0036630858650012858 -0.0036630644734303081 -0.0036627623388224592 -0.0036631747397816838 0.0020050107662284641 0.0031567164094053858 0.0016490976809044814 -0.0036631805037956513 -0.000683382311577275 -0.003664489219936974 0.0028985585283001357 -0.0036632300783319065 0.0026935746877330318 -0.00028850840347461519 0.0027187592542374196 0.0014880124939107646 0.0033589076051841081 -0.0036635334310320174 -0.0036631251466664526 0.0010253769747693771 -0.0032991195457647195 0.00032934713412802652 -0.0036638987615166107
leaf_weight=0.0012418746367883751 0.0016235670746418398 0.0012661389045671703 0.0013392314819311571 0.0077253438612767678 0.051439230741704201 0.0062704854562305448 0.0019935275365554608 0.0014373113167778229 0.0016213449519142378 0.0019601117221195166 0.0016888643768968583 0.0074323438026766544 0.0026418801853651521 0.0010985544313228957 0.0017711387744090415 0.007242030289489775 0.0036762920845916222 0.0041283074881732626 0.0033621571001960357 0.0038615522532432492 0.0067954654460606742 0.014383761646328708 0.0013126237463438883 0.0014383021007233774 0.004145722235062251 0.0014570898318240202 0.024462612960041683 0.0046765330928320034 0.0045944789755143307 0.0035734786173904345
leaf_count=197 133 75 92 178 854 236 369 29 49 219 54 69 8 22 89 13 30 10 120 49 28 53 3 4 246 16 439 125 38 63
internal_value=0 -1.44745e-05 -4.443e-05 -1.71202e-05 -4.35709e-05 -0.000241124 -0.000116066 -0.00205399 4.63641e-05 0.000115258 0.000185541 0.000248236 0.000310375 0.000177265 9.16885e-05 0.000225807 0.000306333 -0.000104938 0.000139937 -9.10142e-05 0.00113283 0.00175386 0.000170371 -6.11355e-05 -0.00242469 0.000291074 0.000454887 -0.000848247 -0.00150094 -0.00241463
internal_weight=0 0.180419 0.178796 0.177457 0.176191 0.124751 0.118481 0.00916266 0.109318 0.107325 0.105365 0.103676 0.102054 0.094622 0.0919801 0.0873081 0.0855369 0.0571157 0.0534394 0.0493111 0.0284213 0.0211792 0.0459489 0.0420874 0.00545835 0.036629 0.0351719 0.0107093 0.00927101 0.00467203
internal_count=3910 3713 3580 3488 3413 2559 2323 207 2116 1747 1528 1474 1425 1356 1348 1263 1174 1080 1050 1040 94 81 920 871 249 622 606 167 163 85
is_linear=0
shrinkage=0.00366245


Tree=865
num_leaves=31
num_cat=0
split_feature=1213 13 52 39 51 13 48 0 151 43 122 52 403 132 457 16 49 13 50 52 42 1 52 151 1 0 15 15 448 1
split_gain=0.0029052 0.00280826 0.00463564 0.00399211 0.00589836 0.00472298 0.00403612 0.00376289 0.00375643 0.00381158 0.00355215 0.00348726 0.0034597 0.00375648 0.00478871 0.00464587 0.00571729 0.00418855 0.004119 0.00388255 0.00404151 0.0041712 0.00490775 0.00371279 0.00341847 0.00406751 0.00319588 0.00392672 0.00315315 0.00311903
threshold=-0.082704999999999987 -0.094679999999999986 0.11588000000000002 0.005105000000000001 -0.40274499999999996 -0.084184999999999996 0.12649500000000002 0.076335000000000014 -0.083274999999999988 0.24789500000000006 1.0000000180025095e-35 0.024145000000000003 -0.088854999999999976 0.079995000000000011 0.082870000000000013 -0.094359999999999986 -0.069934999999999983 -0.083924999999999986 0.086465000000000014 -0.42985499999999993 -0.11145999999999999 0.10444500000000001 -0.092854999999999979 -0.083919999999999981 0.086245000000000002 -0.053834999999999994 -0.19153499999999998 -0.24219999999999997 -0.080249999999999988 0.087800000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 7 12 -3 -2 26 24 -8 -7 14 17 16 -16 -14 19 -19 -21 22 -22 -17 25 -6 27 -10 -26 -24
right_child=1 3 -4 4 10 6 11 -9 9 -11 -12 -13 13 -15 15 23 -18 18 -20 20 21 -23 29 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0011195947768385191 -0.00054775903808698602 -0.0010195545686012522 -0.00065804034268963571 -0.0012198115539379742 -0.0010941182897842754 -0.0011257603057109233 -0.0012204506252281402 0.0012205562484317247 0.00097529284556458417 -0.00063505946586592179 -0.00099524259143710493 5.274793816919593e-05 0.00089039538498314062 0.00053992156934163271 0.0003917843667715959 -1.3395059751847157e-05 -0.0009433082597636944 -0.0012193580817082834 -0.00094132441260739682 -0.001211090240453418 -0.0011157351303522848 0.00033430869484761473 5.3825163330498351e-05 0.0010457555531519066 -0.00096973072619828459 0.00085398615603708141 0.00068697594464657303 -0.00089472428539834131 0.0010517871685770226 -0.00047367420840375892
leaf_weight=0.0035929152081228813 0.0063908549869395861 0.012549571745011256 0.0080115693420239609 0.0032123615559811461 0.0031715055911263335 0.0042821267458403858 0.0082984741326868061 0.0012229816056787976 0.0026546913137224237 0.0044325149796051724 0.0021009935576330454 0.0052005080113417543 0.0052680350562184222 0.016437315137459052 0.01218168806462927 0.0074853894302933091 0.0078309845753210539 0.0048948485037634262 0.010757454858200788 0.0047715947917748016 0.0079095728770113283 0.028939251196845817 0.054255537844056789 0.0143433455361901 0.0012275271437829352 0.0031997293954191255 0.0387286457274989 0.0044931580881240043 0.01740921126762629 0.024038889106378747
leaf_count=355 41 446 98 18 38 384 45 1 58 48 14 24 17 156 23 47 37 242 271 77 108 125 475 45 3 15 203 14 302 180
internal_value=0 -1.73649e-05 0.000209965 -7.37306e-05 0.000342118 -0.000128394 -8.44375e-05 -0.000820636 0.000332612 0.000444447 0.000527203 -0.000729949 -4.15963e-05 -1.82803e-05 -6.85076e-05 0.000293607 -0.000130639 -0.00017609 -0.000217533 -0.000155149 -0.000111708 -6.61492e-05 -0.000200586 0.000682557 0.000655109 -0.000115751 0.000548747 -0.000200205 0.000918638 -0.000108134
internal_weight=0 0.3257 0.0647114 0.260989 0.0303213 0.230668 0.216895 0.0137726 0.0566999 0.050309 0.027109 0.013499 0.203396 0.199114 0.182677 0.0418414 0.0200127 0.140835 0.135567 0.12481 0.119915 0.115143 0.086204 0.0218287 0.025008 0.00637123 0.0458765 0.00714785 0.0186367 0.0782944
internal_count=3910 3555 462 3093 390 2703 2256 447 364 323 372 69 2187 1803 1647 152 60 1495 1478 1207 965 888 763 92 358 53 275 72 305 655
is_linear=0
shrinkage=0.00121906


Tree=866
num_leaves=31
num_cat=0
split_feature=1453 375 455 131 392 1429 1 375 47 484 44 1186 50 15 14 376 12 129 40 129 130 43 4 3 3 2 160 133 457 159
split_gain=0.00123301 0.0012387 0.00125155 0.00121767 0.00121392 0.00123723 0.00150156 0.00224572 0.00165897 0.0016382 0.00152221 0.00155053 0.00146306 0.00164852 0.0014977 0.00203958 0.00200484 0.00190036 0.00192539 0.00171468 0.00189333 0.00176786 0.00417196 0.0030071 0.00182948 0.0030093 0.0023627 0.00224376 0.00301633 0.00216965
threshold=1.0000000180025095e-35 0.092405000000000015 0.10340500000000001 0.13464500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 -0.40343999999999997 0.11926500000000002 -1.0000000180025095e-35 0.081710000000000019 0.091570000000000026 0.122715 -0.23821499999999998 0.077685000000000018 0.048375000000000008 0.11655500000000001 0.093990000000000004 -0.082884999999999973 0.091700000000000018 0.079100000000000018 -0.17307499999999998 -0.49837999999999999 -0.16059999999999997 0.13772500000000001 0.097940000000000013 -0.23073999999999997 0.093130000000000004 0.096135000000000012 0.10519500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 10 -9 11 12 13 -7 15 16 17 18 -15 20 21 -20 -23 -24 26 -26 -25 29 -29 -28
right_child=-2 -3 -4 -5 -6 6 7 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=-0.002296720893376058 -0.0035921438196842631 -0.0033427044786147283 -0.0030471605661363268 -0.0035859604837874945 -0.0035913392143973651 0.0022291568903775867 -0.0033022061102550432 -0.0017089285292549051 -0.0023207513578771869 0.0021792267680629113 -0.0031546885357323479 -0.0035458798456371645 -0.0033698666110574651 -0.0029861144843214933 -0.0022719643958029564 0.0024259443169173398 -0.0027497676504601659 -0.0034851025824008727 0.0017183287422065483 0.003445088770569673 -0.0035909326820139208 -0.0035859728586278574 0.0031877610829903267 -0.0035912406326217244 -0.0013710804016686981 0.0035917041399648724 0.00032797943593487798 -0.0035917404012203971 0.0033619166718240599 -0.0035917091170630361
leaf_weight=0.0027463552470061705 0.0012500661408609828 0.0014291555314116513 0.0017053825665698233 0.0011833205804032678 0.0011602752248451855 0.004996045734831255 0.0012714586064248587 0.0015938433695623653 0.0037761072040325408 0.011316824625243527 0.0018423726369292117 0.0014653623738176682 0.0014933430401593553 0.0023662112884181843 0.003268335353006079 0.0050542873963372861 0.0031040882379680381 0.0018077116938897122 0.010090397572863896 0.0021730005468767457 0.0016517243268547857 0.0037271432854488603 0.004392540121450835 0.0022756025678054561 0.0023761348266191354 0.0046738284482614745 0.086307844136162465 0.0040571921303780281 0.0010030998970478322 0.0018598937106109039
leaf_count=180 67 12 31 65 41 107 6 21 78 283 34 46 118 34 104 104 92 122 75 12 291 80 58 176 10 49 1242 294 6 72
internal_value=0 -1.34542e-05 1.3775e-05 4.39428e-05 6.89374e-05 9.38182e-05 0.00013291 0.00125084 2.9799e-05 0.00169923 8.89774e-05 0.000129317 0.000166033 0.000202403 0.000130173 0.000187513 0.000101717 0.000170458 0.000222509 0.000283448 0.000227326 0.000279549 0.000148372 0.000278516 0.000153908 0.00191904 2.36088e-05 0.000111844 -0.00221332 0.000245294
internal_weight=0 0.176169 0.17474 0.173034 0.171851 0.170691 0.167944 0.0141821 0.153762 0.0129107 0.149986 0.148144 0.146678 0.145185 0.140189 0.136921 0.131866 0.128762 0.126955 0.124588 0.122415 0.120764 0.110673 0.106946 0.102554 0.00704996 0.0955036 0.093228 0.00506029 0.0881677
internal_count=3910 3843 3831 3800 3735 3694 3514 310 3204 304 3126 3092 3046 2928 2821 2717 2613 2521 2399 2365 2353 2062 1987 1907 1849 59 1790 1614 300 1314
is_linear=0
shrinkage=0.00359063


Tree=867
num_leaves=31
num_cat=0
split_feature=1453 1213 101 375 455 482 156 1 0 3 13 13 52 0 2 4 4 40 15 16 49 52 42 0 52 133 4 44 2 48
split_gain=0.00111592 0.00112537 0.00113927 0.00113528 0.00113457 0.00120657 0.00116224 0.0011913 0.00211313 0.00277621 0.00181644 0.00256528 0.00232013 0.00198445 0.00263985 0.00319997 0.00193365 0.00180799 0.00237588 0.00185323 0.00319202 0.00299918 0.00166188 0.00269259 0.00161736 0.00140839 0.00146371 0.00222276 0.00237959 0.00222433
threshold=1.0000000180025095e-35 -0.082704999999999987 -0.08175499999999998 0.092405000000000015 0.10340500000000001 0.099580000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084794999999999995 -0.083604999999999985 0.17936000000000002 0.083175000000000013 0.10433000000000002 -0.083424999999999985 0.088210000000000025 -0.0017649999999999999 -0.51381999999999983 -1.0000000180025095e-35 0.091195000000000012 -0.014099999999999998 0.090445000000000011 -0.089799999999999977 0.092145000000000019 -0.081864999999999979 0.11401500000000002 -0.39018999999999998 -0.23071499999999998 1.0000000180025095e-35 0.12238000000000002 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 11 13 -12 -10 -15 16 -16 -11 19 20 -19 -21 24 -24 -18 -9 -27 28 29 -28
right_child=-2 2 3 -5 -6 -7 7 25 10 17 12 -13 -14 14 15 -17 22 18 -20 21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0029062853273128294 -0.0034525185155751307 -0.0034529419819810869 -0.003451413424796258 -0.0031650585196874828 -0.0028406018432358057 -0.0034140028315746695 -0.0034520210553775398 -0.0029533747981725623 0.0022388759187559892 -0.0034517771215763103 -0.0030537402490515967 0.0027118447027753762 0.0015468444347650403 -0.0032440738224005644 -0.003452602428089585 -0.0031122822040674197 0.0020111191882556511 -0.0034530619485489021 0.0030665424928926197 -0.0034521389750081523 0.0013049174660674716 0.0025017859361469012 0.0034223297843851215 -0.0034522601471742853 -0.0016076052394194051 -0.0010650038303108254 0.00056544518425098603 -0.0028966065238821108 0.0024483871477637698 -0.0022712201201310553
leaf_weight=0.0015866988368526949 0.0011311495268517815 0.0011215904087293884 0.0010813241678961907 0.0013086073038977011 0.0015886393002801915 0.0011622754645534963 0.0047037138245051837 0.0014979797677678866 0.0044605903897014789 0.0021062358018610885 0.0039519748203105101 0.0054416699438366569 0.0019498358420033668 0.0030922842323954916 0.0012266555069935193 0.003020451730472831 0.011828972813428429 0.004727177593490949 0.0024564548251744265 0.0013684590231548555 0.0026048695321945203 0.0038226937309842066 0.0010010502071224892 0.0021067882596179635 0.001680016717646061 0.007344376183866074 0.07923950026868809 0.0021941530944786783 0.0077430865661405326 0.003435227542638585
leaf_count=350 67 6 176 11 31 115 319 63 75 53 50 46 16 125 11 107 195 177 16 28 77 44 3 138 54 174 1067 43 250 23
internal_value=0 -1.33012e-05 1.38175e-05 3.69421e-05 6.20575e-05 8.99627e-05 0.000114783 0.00013844 -0.000240354 -0.00110417 0.000233037 0.000541012 -0.0015338 0.000125309 -0.000268233 0.000172823 0.000728908 -0.000457809 -3.68382e-05 -0.000645574 -0.00176269 0.00093225 0.00103759 -0.00123792 0.00156108 0.000368245 0.000418024 0.000535632 0.000618921 0.000447579
internal_weight=0 0.170853 0.169267 0.168145 0.166836 0.165248 0.164086 0.163004 0.0615499 0.0217896 0.0397603 0.0338585 0.00590181 0.0284168 0.0239562 0.0208639 0.0178435 0.0170859 0.0149797 0.0125232 0.00733205 0.00519115 0.0166168 0.00310784 0.013509 0.101454 0.0999563 0.092612 0.0904178 0.0826747
internal_count=3910 3843 3493 3487 3476 3445 3330 3154 1534 714 820 754 66 708 633 508 401 395 342 326 254 72 390 141 249 1620 1557 1383 1340 1090
is_linear=0
shrinkage=0.00345121


Tree=868
num_leaves=31
num_cat=0
split_feature=1425 4 483 1372 133 4 11 151 9 150 160 456 1373 403 52 4 52 1 15 1 0 0 4 15 48 1 1374 0 1 9
split_gain=0.00108632 0.00152731 0.0015059 0.00124425 0.00123597 0.00155716 0.00192739 0.00184186 0.00196444 0.0016624 0.00210186 0.00158095 0.00149565 0.00142736 0.00194068 0.00141766 0.00136221 0.00152016 0.00189133 0.00346063 0.00366283 0.0017504 0.00162553 0.00182852 0.00244875 0.00249695 0.00190299 0.00299876 0.00181498 0.00254996
threshold=1.0000000180025095e-35 0.50657000000000008 0.088030000000000011 -1.0000000180025095e-35 -0.26719999999999994 0.27020000000000005 0.08184000000000001 -0.23168999999999998 0.091655000000000014 -0.23067999999999997 -0.217635 0.098735000000000017 0.099250000000000019 -1.0000000180025095e-35 -0.040174999999999995 -0.15333499999999997 -0.42985499999999993 0.099595000000000017 0.05377500000000001 0.11215000000000001 -0.18087499999999998 -0.10303999999999998 0.22584000000000001 -0.11739999999999999 0.098405000000000006 0.092730000000000021 -0.094679999999999986 -0.23029999999999998 0.092385000000000009 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 6 9 -7 11 -6 -11 -9 13 14 -12 -5 -15 22 19 -19 -21 -20 23 -18 25 26 -25 -28 29 -29
right_child=-2 -3 -4 4 5 7 -8 8 -10 10 12 -13 -14 16 -16 -17 17 18 21 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0040116914500284801 -0.004209934505299876 0.0028933997372301949 -0.0024325676342303103 0.0017108616379199067 0.0035698959502831725 -0.0038612117488039041 -0.0032682290799915924 0.0035140192016550223 -0.0016246988252272686 -0.0028939013221800421 0.00054992337175576074 -0.0018044255288762782 -0.00362787552194031 -0.0027083775557818802 -0.003848890919788022 -0.0042076346862394377 -0.0038080441170413788 0.0035087297439784313 0.0016978893457296196 -0.0041922790194856684 0.0013085746481258718 -0.0027415302571690051 -0.0027994385838073254 -0.001842167316389498 0.0034577958354820751 -0.0025738687515183627 0.003454917499908357 0.00027143349913920676 0.0041010151716842783 -0.004207958360024096
leaf_weight=0.001358014289548847 0.0011001432963997351 0.003133917256297635 0.004645149434705286 0.0010163867082155775 0.002319073056241904 0.0010306859547881695 0.0031928707119721613 0.0080382007657124888 0.0021310671719447791 0.0043658946993190275 0.0034635748978644187 0.0011280470425845133 0.0019039754470071548 0.0027197612876188595 0.0036413427228303421 0.0024260521850174568 0.0020303542436423952 0.010209899861116867 0.0026689251048992446 0.0026203622355751568 0.01174565178785514 0.0038243635038313064 0.0034765806187806439 0.0067584862317175967 0.0039674410135717144 0.0058500990325889282 0.0055713136529504789 0.055680206467608975 0.0020683472853271203 0.0023439468279207168
leaf_count=45 94 212 294 5 13 20 106 166 32 304 99 10 22 179 706 216 52 126 13 9 144 40 29 34 32 85 18 763 6 36
internal_value=0 -1.55531e-05 -7.17593e-05 -2.15444e-06 3.27064e-05 8.88871e-05 -3.69694e-05 0.00152246 0.00201363 3.82112e-05 -2.24975e-05 0.0028595 7.35329e-05 0.000128316 -0.00170451 -0.00246019 0.000235463 0.000302849 0.00110255 0.0016361 0.000305218 -0.000916803 1.96907e-05 0.000135994 0.000233366 6.99269e-05 0.000283486 0.00050227 0.000228524 9.04837e-05
internal_weight=0 0.16533 0.162196 0.157551 0.156193 0.15275 0.140422 0.012328 0.0112973 0.13723 0.134911 0.00916625 0.130545 0.128641 0.00710492 0.00344244 0.121536 0.118816 0.0310692 0.0245759 0.014366 0.00649329 0.0877468 0.0842702 0.0822398 0.0782724 0.0724223 0.0656638 0.0600925 0.0580242
internal_count=3910 3816 3604 3310 3265 3044 2816 228 208 2710 2697 176 2393 2371 805 221 1566 1387 332 279 153 53 1055 1026 974 942 857 823 805 799
is_linear=0
shrinkage=0.004207


Tree=869
num_leaves=31
num_cat=0
split_feature=1456 1 3 15 4 2 0 124 12 15 47 1 1 0 3 0 1213 15 2 42 1 150 1 52 16 160 12 160 47 4
split_gain=0.00469727 0.00466194 0.00535931 0.0050505 0.0061891 0.00506796 0.0065686 0.00500178 0.00534832 0.00488981 0.00667939 0.00615523 0.00591863 0.00576037 0.00487837 0.00481635 0.00480115 0.00453749 0.00580748 0.00447244 0.00505855 0.00480554 0.00549725 0.00441276 0.00417677 0.0055436 0.00546314 0.00422121 0.00415303 0.00413109
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.11266 -0.0058549999999999991 -0.0031049999999999997 -0.013084999999999998 -0.082994999999999985 -0.027784999999999997 0.089745000000000005 0.035895000000000003 0.09252500000000001 0.11026000000000001 0.11167500000000001 -0.14808999999999997 -0.089974999999999986 -0.10303999999999998 -1.0000000180025095e-35 0.079360000000000014 0.12330500000000001 -1.0000000180025095e-35 0.092730000000000021 0.11656000000000001 0.085990000000000011 0.31761500000000004 -0.014099999999999998 0.085065000000000016 0.085845000000000019 0.086620000000000016 0.10783500000000001 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 -4 -5 14 -8 -9 10 12 -11 -3 -14 -7 -13 -16 -2 -19 -6 21 22 24 -15 25 26 -21 29 -12 -26
right_child=1 9 3 5 19 6 7 8 -10 11 28 15 13 23 16 -17 -18 18 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00068003400418566228 0.0004201519417983161 0.00070885173571365236 -0.00080614591143522252 -0.0010203219463841141 -0.0010202961322423069 -0.0010202908157956351 0.001020540246769535 -0.00090208126964583463 -9.7543649366776386e-05 -0.00090207754452658402 -0.00061898329298357634 0.00093431768722923765 -0.00032558310318781767 0.00065472701912954237 -0.0010202273328801085 -0.00034092063458058197 0.00049338058074430906 -0.0010206566160768536 0.001021191814435897 0.00051843394424564988 -0.00097415644528693959 -0.0010222617419142039 0.000423040871745183 -0.0010207227901748253 0.00097663927777357981 -0.0010210220016433887 -0.0010208392944676878 0.0009594748591975023 8.6642399584450734e-05 -0.0010203941589229625
leaf_weight=0.011222304073941203 0.030945932085892025 0.03573568489083101 0.022327426719538579 0.0048832065385795423 0.0062102497363021305 0.0026321995004163759 0.0031991260730137574 0.011463289552263944 0.03439057662841627 0.0099526655364243766 0.011151033165361923 0.0051165717900403251 0.01628746238640133 0.01749950342168205 0.0023062018663679842 0.0077484663831910439 0.040022908298215754 0.0053812724556436811 0.0019836960709653795 0.0074505296007814047 0.0064451678397290371 0.0046263980584626543 0.024357646374653541 0.001804317278583766 0.0016070552993028286 0.010216395533056755 0.0035386445570821934 0.0051787654212063217 0.0391477564357956 0.0032727835289847497
leaf_count=369 131 307 483 36 187 74 11 245 451 106 63 18 68 339 168 56 238 86 2 35 17 17 43 9 5 32 71 12 161 70
internal_value=0 -1.03386e-05 -9.97717e-05 -0.00016858 -0.000336248 -7.12799e-06 4.54984e-05 -0.000212639 -0.000298675 0.000133578 0.000214869 -0.000299732 0.000415608 0.000121175 0.000327127 0.000166256 0.000410915 0.000248893 -0.000470701 -0.000192337 -0.00011524 -2.33563e-05 5.97286e-05 0.000498124 -0.000223325 -0.000480107 2.27697e-05 0.000318024 -6.97919e-05 -0.00036272
internal_weight=0 0.376883 0.232439 0.194129 0.0952311 0.0988975 0.0940143 0.049053 0.0458539 0.144443 0.121626 0.0228177 0.071327 0.0355913 0.0449613 0.012865 0.0423291 0.0383109 0.00736497 0.0729036 0.0666934 0.0602482 0.0556218 0.0193038 0.0312642 0.0212056 0.0109892 0.0100586 0.0502988 0.00487984
internal_count=3910 3541 2414 2195 972 1223 1187 707 696 1127 947 180 723 416 480 74 406 219 88 489 302 285 268 348 225 138 106 87 224 75
is_linear=0
shrinkage=0.00102006


Tree=870
num_leaves=31
num_cat=0
split_feature=401 13 52 133 131 39 51 122 13 13 15 15 160 1 2 457 132 42 42 16 49 16 16 131 42 1186 52 52 3 43
split_gain=0.001079 0.00110592 0.00284745 0.00203802 0.00188359 0.00158086 0.00241564 0.00196982 0.00193664 0.00156602 0.00147094 0.00188414 0.00167407 0.00144521 0.00181341 0.00130757 0.00229497 0.00153868 0.00209676 0.0015145 0.00305741 0.00203592 0.00228227 0.00149755 0.00146476 0.00187406 0.00179583 0.00224366 0.00191754 0.00352633
threshold=0.10072000000000002 -0.091229999999999992 0.11588000000000002 -0.26719999999999994 0.093680000000000013 0.005105000000000001 -0.40274499999999996 1.0000000180025095e-35 -0.084184999999999996 -0.083924999999999986 -0.19153499999999998 -0.24219999999999997 -0.081299999999999983 0.08844500000000001 0.086545000000000025 0.081330000000000013 0.079995000000000011 -0.11145999999999999 -0.10298999999999998 -0.094359999999999986 -0.069934999999999983 -0.072359999999999994 0.0015250000000000001 0.10340500000000001 -0.090359999999999982 0.085080000000000003 0.096170000000000019 0.18936500000000003 -0.075679999999999983 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 8 -7 -8 -3 -10 11 -5 -12 14 -14 16 17 -11 -19 20 -17 -21 -23 -18 -20 26 28 -28 -26 -30
right_child=-2 5 -4 4 -6 6 7 -9 9 15 12 -13 13 -15 -16 19 23 18 24 21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0036630177574931153 -0.0031126921776313686 -0.0028370088102162233 -0.0021132286554483544 0.0028984769326102808 -0.0029137131511969162 -0.0036635200931417981 0.002014922691555654 -0.0031242235048421995 0.0024615615841554377 -0.0036440213453168371 -0.0016993891001625648 -0.0028309155011289329 -0.0020569696768155035 0.003165967574054939 0.0017605855198257858 0.0009038049733588599 0.0020653587850690954 0.0030240812765190343 -0.0036631014960343058 0.0032935822036505432 -0.0030336213009817393 -0.0013456122146230523 0.0022473871344238566 -0.0021753323189752714 -0.0020457772218933704 0.0019290376457545449 0.0019874930707449627 -0.0014263035049647199 0.0030798189087883933 -0.00093424300073943159
leaf_weight=0.0012236884809988515 0.0015151496980556614 0.0039199199779902374 0.0046274711505098756 0.0011681410284190008 0.0014474405980848806 0.0013271010879485354 0.01090789134998893 0.0011014494264145478 0.002851429813974792 0.0023336894371066555 0.0018175458728038043 0.0022583763821302184 0.0019252852452975632 0.0083511785785361781 0.012540513990700219 0.0071287739338572464 0.0066309195270299881 0.0020547834762396624 0.0022110124221530461 0.0044383998865669136 0.0042060138869146613 0.0052027784774484331 0.0043573643665979489 0.0013432712819625436 0.017563832826327223 0.0036214166216410595 0.0063034886376831523 0.0043745710870548571 0.0032356584071919761 0.031656198262015385
leaf_count=52 194 435 110 53 25 18 340 14 28 150 29 14 78 128 73 24 140 16 102 15 40 62 37 103 820 53 129 254 14 360
internal_value=0 -7.60135e-06 0.000565138 0.000968431 0.00116049 -0.000167354 0.00102543 0.00154358 -0.00030759 -0.000217052 0.00137065 -0.000877697 0.00168338 0.00195284 0.0012525 -0.00028866 -0.000514979 -0.000717826 -0.000621673 0.000437904 -0.000557261 0.0012437 0.000292021 0.001351 -0.000730295 -0.000633157 -0.000780127 0.000588934 -0.00105882 -0.000562003
internal_weight=0 0.16213 0.0353596 0.0307322 0.0295085 0.12677 0.0133364 0.0120093 0.113434 0.109514 0.028061 0.00342652 0.0246345 0.022817 0.0144658 0.106662 0.0813288 0.0733547 0.071021 0.0253333 0.0113348 0.0139985 0.00956014 0.00797419 0.0689662 0.0667552 0.0631337 0.0106781 0.0524557 0.0348919
internal_count=3910 3716 562 452 400 3154 372 354 2782 2347 375 67 308 279 151 2319 2141 1898 1748 178 64 114 99 243 1732 1630 1577 383 1194 374
is_linear=0
shrinkage=0.00366245


Tree=871
num_leaves=31
num_cat=0
split_feature=0 4 12 43 133 1 2 3 15 0 1212 16 43 0 160 376 14 475 13 0 0 160 151 151 2 457 160 48 151 38
split_gain=0.00511806 0.0103024 0.00758749 0.00752378 0.00634022 0.00556968 0.00879375 0.0112585 0.0134229 0.00871077 0.0070387 0.00622271 0.00585181 0.00574129 0.0055597 0.00549929 0.00542019 0.006713 0.00612871 0.00500073 0.00582171 0.00904428 0.00476847 0.00701775 0.0063651 0.00778236 0.00956549 0.00909032 0.00695094 0.00471107
threshold=-0.017269999999999997 -0.49837999999999999 0.084695000000000006 -0.46376499999999993 -0.26719999999999994 1.0000000180025095e-35 0.10393500000000001 -0.084129999999999996 0.083935000000000023 -0.083564999999999987 -1.0000000180025095e-35 0.070590000000000014 -0.014114999999999997 -0.13870499999999999 -0.26821999999999996 0.048375000000000008 0.077685000000000018 -0.050754999999999995 -0.083354999999999985 -0.10783 -0.070894999999999986 0.086620000000000016 0.092070000000000013 0.056555000000000001 1.0000000180025095e-35 -0.0015249999999999997 -1.0000000180025095e-35 0.088465000000000002 -0.044604999999999992 0.13219500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 7 9 13 -6 -10 14 -11 -9 -7 -5 17 -16 29 -15 21 -21 23 24 -20 -26 -27 -28 -29 -19
right_child=1 2 -4 15 5 11 -8 8 10 12 -12 -13 -14 19 16 -17 -18 18 22 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0010957875187494141 0.00083368110836752932 0.0011008330495982227 0.00015587734765362118 -0.0012553179352160534 -0.0012692376162495621 -0.0011090465397872059 -0.0012690007476283257 -0.0012705775611063005 -0.0012687109160047019 -0.00082119305847593179 0.00097606895976015185 -0.00044727446886523722 0.00050407406352167064 0.00060449007955353851 0.00089601354362523443 0.00038173396029525411 -0.0010445899595135941 0.000643840373200412 -0.00037075245110450045 -0.0012689556661736685 0.00098274170795320482 0.00036219210196047685 0.0011166671448758017 -0.00075009082995441414 -0.00059144283996923942 -0.00053416659942792113 0.0010769590594050253 -0.00055130659828579449 0.00067604674712302276 -0.0010447770076773247
leaf_weight=0.0096031954380073614 0.0056954343235702245 0.02447265499725404 0.030961748607296613 0.013138847382492713 0.020819407126710487 0.005702668823104772 0.012707029735931741 0.0080206336344872398 0.002446611115203722 0.010107869222544252 0.027536734238267968 0.034822479699840869 0.011409426221220542 0.011625021849965833 0.019775308314784468 0.0044084574465159667 0.0058629473815017255 0.041714316920618444 0.038150811340564417 0.014163052835939993 0.0042094212843721826 0.0089069944137811774 0.0059466120428339755 0.019544824681361206 0.014975403454855041 0.014163561636735267 0.033122292552604904 0.013730127891221855 0.016157451429307912 0.0028385727491695425
leaf_count=233 9 163 121 135 435 104 262 22 86 232 238 210 63 27 119 18 68 327 366 299 15 46 30 19 35 57 103 38 23 7
internal_value=0 0.000275863 0.000573047 -0.000432926 -7.7433e-05 -5.28898e-05 -0.000265996 -0.000159113 0.000130033 -0.000684373 0.000792897 5.26224e-05 -0.000118478 -0.000293512 0.000127757 -0.000844037 0.000158968 0.000191025 0.000121438 -9.20783e-05 -0.000388918 -0.000639194 2.80969e-06 -4.1394e-05 6.49099e-05 0.00024528 0.000407645 0.000619348 0.00011221 0.000536254
internal_weight=0 0.0786771 0.0554344 0.0232427 0.408063 0.39846 0.131952 0.119245 0.0769085 0.0423367 0.0299833 0.266507 0.0215173 0.0469251 0.231685 0.0175473 0.225982 0.220119 0.200344 0.0389045 0.0272795 0.02307 0.155791 0.149844 0.1303 0.0921488 0.0771734 0.0630099 0.0298876 0.0445529
internal_count=3910 446 284 162 3464 3231 1725 1463 733 730 324 1506 295 409 1296 153 1192 1124 1005 387 360 345 671 641 622 256 221 164 61 334
is_linear=0
shrinkage=0.00126831


Tree=872
num_leaves=31
num_cat=0
split_feature=31 1338 1348 1456 4 480 2 159 15 1 403 16 2 0 12 2 50 14 457 1374 0 0 1 3 3 15 48 52 160 34
split_gain=0.00108344 0.00109916 0.00138977 0.00145308 0.00121147 0.0013685 0.00133573 0.00264316 0.00211994 0.00318579 0.00175774 0.00172706 0.00171401 0.00227836 0.00184582 0.00227225 0.00164207 0.00160219 0.00157046 0.00176658 0.00270094 0.00349615 0.00338129 0.00245078 0.0023449 0.00344689 0.00248205 0.00209272 0.00192525 0.00180969
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.087065000000000017 -1.0000000180025095e-35 0.51390500000000017 0.086640000000000009 0.10274500000000002 0.09141500000000001 -0.11739999999999999 0.12446500000000001 -0.092224999999999988 0.15737500000000001 0.11230000000000001 -0.22851499999999997 0.099370000000000014 0.11290500000000002 0.10119500000000002 0.077685000000000018 -0.066264999999999991 -0.094679999999999986 -0.10575999999999998 -0.10209999999999998 0.076710000000000014 -0.11266 -0.078884999999999997 0.083935000000000023 0.086870000000000017 0.091715000000000005 0.10975000000000001 -0.016844999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 -10 12 -8 -14 15 -15 17 18 -12 28 22 -22 -21 -23 25 26 -25 -27 -20 -26
right_child=1 -3 -4 4 -6 -7 11 -9 10 -11 16 -13 13 14 -16 -17 -18 -19 19 20 21 23 -24 24 29 27 -28 -29 -30 -31
leaf_value=0.0039743228774578813 -0.0029494915920018931 -0.0043778499472012415 0.0037335259781102691 -0.0034529003411861575 0.0043776841112916952 -0.0033702324912935175 0.0024947699692476266 -0.003394065833222124 -0.004377158533290312 0.0043775419868826073 -0.0028940872992712944 -0.00092530960358407478 -0.0025874965723079076 -0.0031140171646791685 -0.001759336308312071 0.0023931255451249407 -0.0043773212244679147 -0.0043777302075597895 -0.0040929730012128048 -0.00066490677461650456 -0.0043788370029752971 0.0027660493619661155 0.0029697996739678728 -0.0043781743729064543 -0.0036287850959810619 0.0011603875101761328 0.0016928084911152471 -0.0043775553089815036 0.00017728611645043097 0.0011865728745992187
leaf_weight=0.0012775653949361745 0.003323824247530415 0.0011280028284090795 0.0018462210818377392 0.0067357711908828666 0.0011884310439533854 0.0023538561004334815 0.011454054636200084 0.0049495191854242995 0.0016764046123489687 0.0011679841450558115 0.0028646970163350707 0.010328464556783601 0.0039864724187737002 0.0016180570239612288 0.0035375129722319256 0.01270906899512525 0.001512792282641672 0.0014287222493933873 0.0033264028343680252 0.0070561987135135803 0.0031776469624844447 0.0069663023639172502 0.016070885744056795 0.006935196430651866 0.0015985090608410238 0.0099122314255497557 0.0015849973744082035 0.0015058519942723345 0.0051607019122457132 0.023130896946173485
leaf_count=113 365 23 57 164 103 225 172 156 336 28 86 246 34 12 110 219 195 46 42 37 32 59 69 216 33 339 15 97 9 272
internal_value=0 -7.24391e-05 -4.19157e-05 -8.62387e-05 -2.44153e-05 -5.86648e-05 -6.83506e-06 -0.000270539 -0.000118692 -0.00229575 6.45394e-05 0.00063839 0.00112332 0.000404423 0.00107207 0.00177117 0.000145271 0.000220688 0.000294267 0.000399949 0.000606449 7.71782e-05 0.00186083 0.000351409 -2.51742e-05 -0.00114204 -0.0032488 0.000430027 -0.00149638 0.000875308
internal_weight=0 0.160236 0.159108 0.157261 0.153938 0.152749 0.150395 0.106762 0.101812 0.00790376 0.0939084 0.0436336 0.0333052 0.0218511 0.0178646 0.0143271 0.092232 0.0907192 0.0892905 0.0864258 0.0779387 0.0548116 0.0231271 0.051634 0.0446677 0.0199383 0.00852019 0.0114181 0.0084871 0.0247294
internal_count=3910 3797 3774 3717 3352 3249 3024 2231 2075 192 1883 793 547 375 341 231 1547 1352 1306 1220 1169 1063 106 1031 972 667 231 436 51 305
is_linear=0
shrinkage=0.00437696


Tree=873
num_leaves=31
num_cat=0
split_feature=1 484 1446 52 47 52 15 1 52 0 40 47 48 51 51 4 42 457 14 3 3 2 160 403 15 42 42 49 12 0
split_gain=0.00382718 0.00452077 0.00412298 0.00426871 0.00363123 0.00507054 0.00477554 0.00472001 0.00437079 0.00431662 0.00361877 0.00389782 0.00444873 0.00480998 0.00412094 0.00399884 0.00366535 0.00450517 0.00310558 0.00321524 0.00400142 0.00388124 0.00381967 0.00407727 0.00463606 0.00383283 0.00544174 0.00350685 0.00350058 0.00325759
threshold=0.094385000000000011 -0.0043499999999999988 0.091520000000000018 -0.42985499999999993 0.13206500000000002 0.12897500000000003 0.035895000000000003 0.11026000000000001 -0.081429999999999989 -0.10303999999999998 0.34489500000000001 0.09252500000000001 0.12862000000000004 0.13605000000000003 -0.07742499999999998 0.25367000000000006 -0.17226999999999995 0.53894500000000012 0.077685000000000018 -0.11266 0.084925000000000014 0.086245000000000002 -0.082969999999999988 -1.0000000180025095e-35 0.083935000000000023 0.08401500000000002 -0.088669999999999985 -0.076864999999999975 0.093225000000000016 -0.072559999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 8 -8 -5 -9 11 12 13 14 -10 -13 -16 -18 19 -3 22 -22 -21 -24 28 26 -26 -23 29 -25
right_child=2 18 -4 4 5 -7 7 9 10 -11 -12 15 -14 -15 16 -17 17 -19 -20 20 21 27 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011608294082014873 -0.0012939191596861505 0.00029575838910367042 -0.0012870174145353356 0.00098577251244439204 -0.00093259344529879481 0.00056330041291548184 -0.00093722367751937388 0.0012225816492449923 -0.00062708779811130265 -0.00043637638154687166 -0.0012942938252100923 -0.0011337097321706413 -0.00049911985252771825 -0.00077784161253150949 -0.0010929379742917189 0.00018808357420067466 0.0011301020756028445 -0.0011125877560325672 -0.0012941052990335391 -0.0011903146681891466 0.00085664380389317233 -0.00075344940311836313 -0.0010824569221810879 -0.00041704920372334582 0.00048602152196652003 0.0006766161200846769 -0.0011164253397200439 0.00013979759751401067 -0.0012947059063873681 0.0004670137239598709
leaf_weight=0.007156596565505601 0.0032491392739757421 0.03024469420539333 0.0033347637664462573 0.018260528014081956 0.0099993544063181616 0.0061093142127219826 0.0095247154153668134 0.0048139384896330739 0.0030512789398926534 0.0057728272830672722 0.0023744155041640616 0.0051117175759429747 0.0061061814176355247 0.0034588626260756419 0.0014241243843571274 0.015283170184659411 0.032225805796784357 0.0015722166372142956 0.0036581404954958421 0.0077284876438588048 0.0097605369073221482 0.0092470514036904206 0.008813814242341067 0.040771035837920522 0.0078075330473623694 0.016226364456059628 0.0064989132071922029 0.03596416998254881 0.0062355057741036992 0.0084154252835730858
leaf_count=484 143 139 36 157 37 24 107 18 11 53 8 76 13 14 4 56 434 4 80 371 25 18 665 335 47 156 121 81 134 59
internal_value=0 -0.000151329 0.000133115 0.000170016 0.000208041 -0.000365266 0.000292784 -0.000276483 0.000421613 0.000317973 0.00027571 0.000330344 0.000532232 0.000683137 0.000815169 -0.000143207 0.000940111 0.00102578 -0.000113577 -9.05711e-05 -0.000164773 0.00011682 -0.000315798 -0.00024448 -0.000158554 0.00024623 -0.000241913 -4.28982e-05 -0.000381555 -0.000265793
internal_weight=0 0.198528 0.131672 0.128338 0.125088 0.0161087 0.10898 0.0201115 0.0888683 0.0105868 0.0706078 0.0682334 0.0478385 0.0417323 0.0382734 0.0203949 0.0352221 0.033798 0.191372 0.187714 0.157469 0.0549718 0.102497 0.0947686 0.0859548 0.0305328 0.0143064 0.0452112 0.055422 0.0491865
internal_count=3910 2715 1195 1159 1016 61 955 178 777 71 620 612 480 467 453 132 442 438 2231 2151 2012 124 1888 1517 852 324 168 99 528 394
is_linear=0
shrinkage=0.00129368


Tree=874
num_leaves=31
num_cat=0
split_feature=393 1453 1212 453 1348 1456 4 11 475 146 1213 374 50 48 14 15 2 13 403 39 15 2 14 128 150 48 159 52 0 484
split_gain=0.00103692 0.00103539 0.00103696 0.00104394 0.00132118 0.00126706 0.00111663 0.00279163 0.00132136 0.00125817 0.00125414 0.00125498 0.00121578 0.00154752 0.00135906 0.00118819 0.00178646 0.00141352 0.00203112 0.00162378 0.00190009 0.00188083 0.00189741 0.00180143 0.00193538 0.00525713 0.00224747 0.00188931 0.0017231 0.00171506
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.099010000000000015 0.096095000000000014 0.090050000000000005 -1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 0.085010000000000016 -0.082704999999999987 0.10215500000000001 0.11901000000000002 0.11379500000000002 -0.46879999999999994 -0.11739999999999999 0.094825000000000007 -0.45122499999999993 -0.092224999999999988 -1.0000000180025095e-35 -0.106555 0.114165 0.077685000000000018 0.086435000000000012 0.086420000000000011 0.087710000000000024 0.10519500000000001 -0.07125999999999999 -0.23029999999999998 0.088465000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 10 -7 15 13 14 -8 16 -12 -17 -19 -20 -21 22 23 24 26 -26 28 -27 -22 -30
right_child=1 -3 -4 -5 -6 6 12 -9 -10 -11 11 -13 -14 -15 -16 17 -18 18 19 20 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0033837975532770132 -0.0021010999188146619 -0.0033847458706043579 -0.0033837776458834033 -0.0023014225328088539 0.0033522286123470967 -0.0033837893733426154 -0.00057647983840412506 -0.0033839357189967205 -0.003084285119438522 -0.0033675445100892752 -0.0027567823188268119 -0.0033851152574418423 -0.0014175069291706987 -0.00052522512256268216 0.0025855624840086227 0.0018856650882976657 0.00060806419286152347 -0.0033837584897474199 -0.0024406720730327058 0.0024953317666883269 0.0033854927307654381 0.0018469746347404897 -0.0033843875112060224 -0.0033843504946078637 -0.0031390419969845786 -0.00067615449763264125 -0.0033842191443109386 0.0019806618711278126 0.00055366542372045798 -0.0025823600501457857
leaf_weight=0.001049481773491844 0.0031040054605486747 0.0010335228381417308 0.0010221009393691629 0.0021579004529712611 0.0013899727920865237 0.0011573457251439203 0.0019205911943309681 0.0027647327360735821 0.0015195905952234403 0.001193895996678406 0.0037671129866914113 0.0011362522054696447 0.0021994895610077938 0.0038908737820690939 0.0082002758681323229 0.0058830813388794914 0.0034704841732509095 0.0017974299213241443 0.0025224582544751675 0.0043528525609559656 0.0023839597524783892 0.0074739196278095213 0.0017719571915790757 0.0016221459793857021 0.0067763763174344396 0.0065208780915497755 0.0016954480910751349 0.005780592298378906 0.06622766430065942 0.0020585147519369676
leaf_count=76 345 67 169 36 46 265 42 152 69 21 120 3 18 42 324 35 58 330 31 25 7 182 36 97 135 42 75 20 985 57
internal_value=0 -9.33558e-06 1.30612e-05 3.54983e-05 6.85484e-05 3.83601e-05 8.32043e-05 -1.9808e-05 5.22296e-05 8.95847e-05 0.000122239 0.000154638 0.000921199 0.00128832 0.00198552 0.000187046 -0.00114331 0.000269436 0.000183762 0.000242491 0.000305943 0.000212796 8.401e-05 0.000150048 0.000212746 -0.000745946 0.000465487 0.000572312 0.000557846 0.000459129
internal_weight=0 0.156795 0.155762 0.15474 0.152582 0.151192 0.148088 0.131877 0.129112 0.127592 0.126398 0.125241 0.0162112 0.0140117 0.0101209 0.124105 0.0072376 0.116867 0.110984 0.109187 0.106664 0.102311 0.0948375 0.0930656 0.0914434 0.0190778 0.0723656 0.0123015 0.0706701 0.0682862
internal_count=3910 3834 3767 3598 3562 3516 3171 2745 2593 2524 2503 2238 426 408 366 2235 178 2057 2022 1692 1661 1636 1454 1418 1321 197 1124 62 1049 1042
is_linear=0
shrinkage=0.00338353


Tree=875
num_leaves=31
num_cat=0
split_feature=392 123 121 39 147 123 133 124 3 1366 483 158 155 15 401 480 453 129 160 16 41 49 15 42 0 33 1374 48 1186 131
split_gain=0.000992878 0.00106668 0.00119036 0.00115061 0.00119625 0.00132571 0.00217626 0.00199929 0.00153598 0.00162665 0.00157894 0.00172244 0.00170478 0.00142641 0.00138679 0.00137537 0.00134706 0.00135715 0.00127438 0.0012691 0.0015073 0.00129713 0.00262759 0.00214042 0.00246892 0.00178292 0.00177653 0.00175318 0.00174015 0.00179659
threshold=1.0000000180025095e-35 -0.041524999999999992 1.0000000180025095e-35 0.18016500000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088724999999999984 -1.0000000180025095e-35 0.31335500000000011 -1.0000000180025095e-35 0.088030000000000011 0.087355000000000016 0.10222000000000002 -0.11219499999999999 0.10072000000000002 1.0000000180025095e-35 0.089535000000000017 0.093990000000000004 -0.084699999999999984 -0.54165499999999989 0.078610000000000013 -0.085974999999999982 0.10043500000000001 0.091330000000000008 -0.024394999999999997 -0.007134999999999999 -0.094679999999999986 0.093440000000000009 0.091570000000000026 0.10370500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6 9 -9 11 12 14 -13 15 16 17 19 -8 -11 21 23 25 24 27 -23 -27 -21 29 -28
right_child=-2 2 -4 -5 5 6 18 8 -10 10 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0027228676064002776 -0.0037363304499281992 -0.0034646287489207808 -0.0034990489364347794 0.0037372398040866868 -0.0033378172819777982 -0.0029727229482134215 -0.00086093854298824508 -0.003736491388333939 0.0037359385666163947 0.002884447939345221 -0.0023991575112021638 0.00064269533758739422 -0.0037362346929880534 -0.0037363542059803394 -0.0037360697861727704 -0.0037359788644970807 -0.0037363376576515172 -0.0030444793306761519 0.003032382162756224 -0.0032408670348893589 -0.0017443919317056498 -0.003365502198640024 -0.0029902011218258802 0.0020433350856806985 0.0022882156350501597 -0.00072195563551945361 0.0010481830479332917 0.00057890577405789721 -0.003699828009095258 -0.0028633859788112881
leaf_weight=0.0019674560743965222 0.001004430538775746 0.0014118759874079947 0.0013801954192658164 0.0011325811733655647 0.0026076642308261446 0.001327948787746891 0.0014766051572756567 0.0016742617387492933 0.001490478482971013 0.0026751970011033984 0.0038153789096401205 0.0015926128639784931 0.0015770565411912232 0.0029813050035516478 0.0012535883422706276 0.0012181193846765295 0.0011692382278170035 0.0016760808144433694 0.0057115056527390351 0.0067670659498073622 0.0049050043471332563 0.001525453166323131 0.0028700150041629504 0.0031282123146638705 0.0020066909528395618 0.010704694023687011 0.076992527761538657 0.0022292483826333864 0.0011320784847654855 0.001674298233259818
leaf_count=40 41 31 25 30 35 23 39 58 114 57 266 33 168 231 179 169 17 132 260 87 102 15 161 21 7 58 1332 15 32 132
internal_value=0 -9.93371e-06 -4.57526e-05 -1.37058e-05 -4.24891e-05 -9.43696e-06 0.00142091 -9.79186e-05 -3.53638e-05 -7.74475e-05 -3.09996e-05 3.95463e-05 0.000122916 -0.00221159 0.000172832 0.000213438 0.000253711 0.000293152 0.0022326 0.000341125 0.000281408 0.000372544 0.000529778 -0.000683374 -0.00145859 0.000639552 0.000707058 -0.00229434 0.000898754 0.000964932
internal_weight=0 0.152074 0.150107 0.148727 0.147594 0.146182 0.00851606 0.137666 0.135059 0.133568 0.131894 0.128078 0.123505 0.00457392 0.121928 0.120674 0.119456 0.118287 0.00718811 0.11661 0.113935 0.10903 0.0948991 0.0141312 0.011003 0.0920291 0.0905036 0.00899631 0.0797989 0.0786668
internal_count=3910 3869 3829 3804 3774 3743 322 3421 3386 3272 3214 2948 2684 264 2516 2337 2168 2151 299 2019 1962 1860 1730 130 109 1569 1554 102 1496 1464
is_linear=0
shrinkage=0.0037357


Tree=876
num_leaves=31
num_cat=0
split_feature=1 52 0 48 2 48 14 0 51 41 123 4 16 42 13 42 16 3 4 4 49 0 52 13 16 0 47 1 51 42
split_gain=0.000986636 0.00148911 0.00140109 0.00132926 0.00164442 0.00232309 0.00270344 0.00174305 0.00158999 0.00144367 0.0016214 0.00162569 0.0013444 0.00126731 0.00206824 0.00196837 0.00173382 0.00155835 0.00146762 0.00223004 0.00250429 0.00246496 0.00208867 0.00285323 0.00176865 0.00227382 0.00245115 0.00219866 0.0025733 0.00247733
threshold=0.10113500000000002 -0.42985499999999993 1.0000000180025095e-35 0.12675000000000003 0.10274500000000002 -0.086624999999999994 -0.23083499999999998 -0.13506999999999997 0.12900500000000004 0.081670000000000006 0.10400500000000001 -0.087864999999999985 -0.062279999999999995 0.092145000000000019 -0.014114999999999997 0.091330000000000008 -0.082344999999999988 -0.15327499999999997 -0.51381999999999983 -0.083329999999999987 -0.085974999999999982 -0.10071499999999999 0.11588000000000002 -0.083924999999999986 -0.014099999999999998 -0.10209999999999998 0.078345000000000012 0.085990000000000011 0.08955500000000001 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 9 -6 7 -7 -5 10 11 -3 -10 15 -15 17 -16 -1 -19 22 -21 24 23 -20 25 26 27 29 -29 -22
right_child=1 2 -4 8 5 6 -8 -9 12 -11 -12 -13 -14 14 16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018583280485362586 -0.0039647634769428989 -0.0039647476892221275 0.0035784472305917534 -0.0028880225595221015 -0.0023917193410068786 -0.0018640958152082851 0.0032917165127496276 0.0027069743179989267 0.0036118000851319857 -0.0039454301844052426 -0.0038022705844679861 0.00092825456378870137 -0.001112969122527062 -0.0031270245741618903 0.0026327152835580983 0.0030410508452578516 -0.0015965446612372352 -0.0035234637771271817 0.003788004885711742 -0.0029901326549880204 -0.0026583300300949686 -0.0014598283105159953 -0.0024527612620563253 0.00025960228595267744 0.0025915296746413952 0.0031463277222410122 -0.0039658643918916939 0.0023449900100143261 -0.0011025533422159477 0.0025408839729292292
leaf_weight=0.0053899015685328058 0.0011807037636781805 0.0011511990947781188 0.0022738812813845035 0.0038993344248865469 0.0020617030663743199 0.0034723714848041709 0.01024186922058945 0.0021063249750312698 0.0015158150154093164 0.0014287091272535682 0.0014552617010288307 0.014618814017325123 0.0025199348115165776 0.0059618172650908186 0.0025740787849599656 0.0030407503244278536 0.0037322997099202837 0.0022183493866947393 0.0054989550638402359 0.0063002482100138471 0.0069341760694250354 0.019660948344422335 0.002452851167014102 0.010440290781606578 0.0046024704633182969 0.0031091900567901112 0.002769595495013987 0.0084110645188246735 0.0057143091949001254 0.0018178939395578908
leaf_count=106 115 9 133 43 22 22 252 75 18 8 10 248 32 527 14 50 34 38 56 102 96 1274 20 446 34 14 44 25 19 24
internal_value=0 0.000432155 0.000543214 0.000388018 0.00070743 0.00156643 0.00208224 -0.000138216 -0.00108268 -0.000116029 0.000201591 0.000571069 0.000661639 -0.000258954 -0.00145292 -9.3182e-05 0.000129715 -0.000204884 -0.000344011 -0.000253251 -0.000627189 -0.000346404 0.000952808 0.00147688 0.000309826 -5.53636e-05 -0.000443505 -1.70797e-05 0.000950313 -0.0015784
internal_weight=0 0.0479259 0.0467452 0.0444713 0.0365363 0.0178823 0.0158206 0.0055787 0.00793508 0.018654 0.0172253 0.01577 0.00403575 0.100629 0.0122682 0.088361 0.00630638 0.0853202 0.0799303 0.077712 0.0593199 0.0530196 0.0183921 0.0159392 0.0333587 0.0287562 0.025647 0.0228774 0.0141254 0.00875207
internal_count=3910 987 872 739 646 371 349 97 93 275 267 257 50 2923 575 2348 48 2298 2192 2154 1632 1530 522 502 256 222 208 164 44 120
is_linear=0
shrinkage=0.00396435


Tree=877
num_leaves=31
num_cat=0
split_feature=151 49 49 0 14 151 151 1374 16 1 2 3 11 457 0 0 0 42 130 40 131 16 43 16 52 15 133 2 52 1
split_gain=0.000906842 0.00168023 0.0015211 0.00390494 0.00150058 0.00158994 0.00213586 0.00242541 0.0019778 0.00172761 0.00228898 0.00195513 0.00260672 0.00220779 0.00181501 0.00174258 0.00174281 0.00195443 0.00183205 0.00173103 0.0018536 0.00247474 0.00167052 0.00169653 0.0022679 0.00174945 0.00156703 0.00261019 0.00170063 0.00146877
threshold=0.087190000000000017 -0.31764499999999996 -0.18178499999999997 -0.11287999999999999 0.077685000000000018 0.056555000000000001 0.054740000000000004 -0.094679999999999986 -0.08909499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.088060000000000013 0.088160000000000002 0.09112000000000002 1.0000000180025095e-35 -0.084074999999999997 -0.083424999999999985 -1.0000000180025095e-35 0.092690000000000008 0.028705000000000001 0.097135000000000013 -0.055679999999999993 0.15364000000000003 -0.014099999999999998 -0.089799999999999977 -0.14487999999999998 1.0000000180025095e-35 0.10679500000000001 0.11588000000000002 0.14071500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 -3 -7 15 14 12 -12 29 19 22 -17 18 -18 20 21 -11 23 25 -25 -9 28 -28 -19 -13
right_child=2 4 3 -5 -6 8 -8 9 -10 10 11 13 -14 -15 -16 16 17 26 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0035911238452565209 0.0031801452578319647 -0.0034205211412235859 0.0026870506355127733 -0.0034038823699601814 -0.0030027353728406736 -0.0031621615584376422 0.0035961749614392947 0.0013510682062614734 0.0003096750246208637 -0.00039448786476070868 0.0022862122969473614 -0.00055657338291424348 -0.0019293683944629988 0.0030374106212507804 0.003230011427342762 0.0026050705132716172 -0.0035912290730117334 0.0015100865155104038 0.00062141354912711316 0.0025885800113452945 0.0013950885736481186 -0.003027834187072284 0.0010095893620029064 -0.0035912689357732942 0.0012648765023032939 -0.003591760725732264 -0.0026342228584441672 0.00211575609599964 -0.0019439203320104413 0.0031022396407921139
leaf_weight=0.001756262317371692 0.0029695250841599297 0.0025652270305087646 0.0030660388965557672 0.0024345661989677581 0.0021912008156261811 0.0044450812532659256 0.0022093032184784525 0.0010625704887572418 0.0040364574927949093 0.015360154436319991 0.017559298467759277 0.016169900547103211 0.0021193936802177396 0.0031237675079065488 0.001781177538280331 0.0031809956974004861 0.0036628695269209635 0.012018690245190207 0.0020906654272945246 0.0021529044512185172 0.0042995320489431768 0.0065686438718461941 0.0031389457402353207 0.0018675863817065874 0.0036890254999017965 0.0070381589557816371 0.0046478563964638111 0.0021963486786096276 0.0021695990537207175 0.0015501441294567533
leaf_count=28 29 38 36 71 111 25 4 39 26 379 353 224 83 50 89 47 244 137 179 20 122 278 101 97 146 539 232 102 22 59
internal_value=0 -0.000102055 0.00110921 -8.79452e-06 -5.59459e-05 -6.54423e-06 9.77782e-05 3.33769e-05 -0.00150988 0.000108815 0.000463024 0.00102048 0.00183219 0.000254145 -0.00028591 -0.000426589 9.23303e-05 -0.000206072 -0.00206048 -0.000506566 -0.000760625 -0.00118329 -0.00135242 -0.00189529 -0.000367282 -0.00294341 0.000301209 -0.00110992 0.000981918 -0.000236502
internal_weight=0 0.134652 0.00847013 0.00550061 0.132895 0.130704 0.122223 0.120013 0.00848154 0.117448 0.0706849 0.0405225 0.0196787 0.0208438 0.0301624 0.0467633 0.029967 0.026786 0.00575353 0.0283812 0.0262283 0.0219288 0.0167963 0.0136573 0.00555661 0.00810073 0.0210325 0.00684421 0.0141883 0.01772
internal_count=3910 3774 136 107 3746 3635 3584 3580 51 3542 1657 769 436 333 888 1885 963 916 423 799 779 657 922 821 243 578 493 334 159 283
is_linear=0
shrinkage=0.00359063


Tree=878
num_leaves=31
num_cat=0
split_feature=39 13 51 1 0 48 403 13 124 51 2 4 48 0 51 13 0 52 49 12 402 52 15 151 3 1425 16 131 1 0
split_gain=0.00293747 0.00429939 0.0042779 0.00492325 0.00417357 0.0032453 0.00378506 0.00318475 0.00288341 0.00287961 0.00441257 0.0037932 0.00462356 0.00397565 0.00300806 0.00293517 0.00406457 0.00665705 0.00449006 0.00399433 0.00380617 0.00328615 0.00294964 0.00306687 0.00297037 0.00291583 0.00282821 0.00302654 0.00277976 0.005193
threshold=0.005105000000000001 -0.094679999999999986 -0.40274499999999996 0.086245000000000002 0.024745000000000003 0.12649500000000002 0.10150000000000002 -0.084184999999999996 -0.52484999999999993 0.13741000000000003 0.106035 -0.23071499999999998 0.092065000000000022 -0.070894999999999986 -0.42891999999999991 -0.083514999999999992 -0.099864999999999995 0.086635000000000004 -0.47013499999999991 0.091735000000000025 -0.50199999999999989 0.16064500000000001 -0.11739999999999999 0.056555000000000001 -0.115685 0.086415000000000006 0.3935300000000001 0.094610000000000014 0.10617500000000001 0.10302000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -2 4 -4 6 7 -3 -5 10 11 12 -9 15 -15 -13 22 18 -18 21 -20 -19 -17 24 -24 28 27 -1 29 -12
right_child=2 5 3 8 -6 -7 -8 9 -10 -11 25 13 -14 14 -16 16 17 19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00043108513316923047 -0.0013466437285047678 -0.00083288959785989252 -0.0011287909160805968 -0.0011496964535205607 0.00083184373643496701 -0.00085777900534539863 -0.0013368314071677692 -0.0011212504870610548 0.00090247849672942426 -0.0012929729616565587 -0.00063902357411338201 0.00068606256183693275 0.00078469158326035756 -0.001346294127891951 0.00064078127537199906 -0.0010182884895455465 0.0013469475794223367 0.00082856799498544061 0.0010346633673055058 -0.00134618139109705 -0.0012417321687652708 -0.0013468310364576571 -0.00086681281401769505 -0.00072016243630012872 0.00030643208667602376 -0.0013478016903541294 -0.00092649036784029379 -0.0010583357385738758 0.00097024110721482496 0.001120860057493469
leaf_weight=0.044501321738032118 0.0025461719439974209 0.010232962884175301 0.0053763074942594358 0.001314583384555589 0.0031014452888484811 0.011907463251255024 0.0046182275968860145 0.012394736071932755 0.021952631640267839 0.0033665662878989968 0.0072708073900837888 0.0069666415566338449 0.0028326928758133372 0.0014906416319035989 0.018610306892927753 0.0047763900741699663 0.0014326138189062467 0.0096667945702035851 0.0014146396237038053 0.0024719253555369755 0.022396618566943083 0.0014461323260679402 0.0042804293680660513 0.0074800099391723043 0.045073338387453532 0.0015397435996007394 0.0033784430724779204 0.0026168558183883297 0.013959668776237777 0.0052167100026849766
leaf_count=388 20 504 61 6 17 74 202 103 355 88 213 60 15 27 206 53 2 150 12 196 667 67 38 14 139 34 17 38 114 30
internal_value=0 -8.80007e-05 0.000331946 0.000466581 -0.000411525 -0.000176267 -0.000133316 -0.000103162 0.000786532 -6.0268e-05 -3.59594e-05 -0.000131777 -0.000766696 -5.59514e-05 0.000493424 -0.000158767 -0.000217366 -0.000558428 -0.000967255 0.000201271 -0.00110649 0.000545482 -2.41809e-06 8.29571e-05 0.000204677 0.00045271 0.000263072 0.000348365 0.000557535 9.61748e-05
internal_weight=0 0.251343 0.0342911 0.031745 0.00847775 0.200846 0.188939 0.18432 0.0232672 0.174087 0.170721 0.142734 0.0152274 0.127506 0.0201009 0.107406 0.100439 0.0388287 0.0252439 0.0135849 0.0238113 0.0111129 0.0616102 0.0568338 0.0493538 0.0279869 0.0504966 0.0471182 0.0264472 0.0124875
internal_count=3910 3451 459 439 78 3008 2934 2732 361 2228 2140 1749 118 1631 233 1398 1338 1094 681 413 679 217 244 191 177 391 443 426 357 243
is_linear=0
shrinkage=0.00134594


Tree=879
num_leaves=31
num_cat=0
split_feature=484 150 160 15 14 15 13 131 16 403 403 131 131 129 403 3 39 51 48 150 4 13 3 0 43 457 52 1374 3 42
split_gain=0.000944656 0.00172212 0.00138736 0.00102192 0.00133899 0.00130987 0.00148337 0.00211161 0.00220833 0.00147212 0.00142674 0.00142693 0.00140707 0.00121976 0.00151741 0.00146489 0.0013033 0.00198765 0.00126643 0.00188883 0.00137431 0.00255838 0.00251861 0.00189862 0.00233884 0.00157119 0.00149436 0.00178621 0.00231498 0.00207526
threshold=-0.0043499999999999988 0.094545000000000018 -0.089599999999999985 -0.24219999999999997 -0.46879999999999994 -0.19153499999999998 -0.094679999999999986 0.094610000000000014 0.3935300000000001 -0.088854999999999976 0.10150000000000002 0.097135000000000013 0.08956500000000002 0.093990000000000004 0.092300000000000007 -0.5217799999999998 0.005105000000000001 -0.40274499999999996 0.12649500000000002 0.12820000000000001 -0.23071499999999998 -0.084184999999999996 -0.10628499999999998 -0.017269999999999997 0.0041500000000000009 -0.066264999999999991 -0.11051499999999999 -0.094679999999999986 0.084925000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 7 8 -7 -8 11 12 13 14 15 -11 18 -18 19 20 22 -22 -17 24 25 -23 -27 -28 29 -29
right_child=3 -3 -4 5 -6 6 9 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0015142752772936698 -0.0011993026439959509 0.0027987071231111494 -0.0033433487427051841 -0.002822870216229846 0.0028415686335748233 0.0016688810676644121 -0.0041246841098980689 -0.0037685843973770993 -0.0029025539224207635 0.0040715526797313875 -0.0032994871256144301 0.0021271541102928769 -0.0037050688576122648 -0.0038563830252368622 0.0029964292164968683 0.00038675640726417148 -0.004125426792316614 0.0019528433763038738 -0.0025763554686274535 0.003874779866337298 -0.0041248954261141162 -0.0023024448452783129 -0.0041261069130604988 0.0039329466439022801 -0.0035440726178986395 -0.0021923517231662464 -0.0014374383600184312 -0.0007011957575869817 0.0025167616759952721 0.0017033303623706832
leaf_weight=0.0012522443450738718 0.0019964493148147966 0.0013339627861057579 0.0049693168321317529 0.0028082890877850755 0.0046304593365986682 0.020420225472382647 0.0015974506264078139 0.0015126750496641242 0.0019711711120322653 0.0013871284448718759 0.0023613550742584968 0.0048424153149362317 0.001876852950900342 0.0014432446751473363 0.002723872791734471 0.004110812687073917 0.0010317473670085073 0.0081032129486455773 0.0042307567840964557 0.0018368892078974844 0.0026195725990301169 0.0042080645249527029 0.0043089855829254592 0.002058547163443363 0.0031631174848270041 0.0036826731812134019 0.0065499744882799851 0.015734329926525556 0.010675748290054798 0.0099782844923925751
leaf_count=83 45 24 505 92 246 300 427 17 16 22 184 119 106 98 23 83 13 185 37 23 271 57 83 28 184 138 22 259 66 154
internal_value=0 -0.00145384 -0.00236563 4.57571e-05 0.0016242 -3.77658e-05 2.61192e-05 0.000947824 0.00126645 -0.000197504 -0.000132781 -5.3707e-05 -0.000171409 -9.59118e-05 -3.30988e-05 -0.000131713 -0.000202564 0.00126633 -0.00038598 -0.000251534 -0.00036451 -0.000140882 -0.00192278 4.5314e-05 -0.000102909 0.000111236 0.000329098 0.000545354 0.000902261 0.000231928
internal_weight=0 0.00755552 0.00622156 0.131864 0.00662691 0.125237 0.122429 0.0239041 0.0223914 0.098525 0.0969276 0.0945662 0.0897238 0.087847 0.0864037 0.0836798 0.0822927 0.00913496 0.0731578 0.068927 0.0670901 0.0586703 0.0084198 0.0560507 0.0539922 0.0508291 0.046621 0.0429383 0.0363884 0.0257126
internal_count=3910 612 588 3298 291 3007 2915 333 316 2582 2155 1971 1852 1746 1648 1625 1603 198 1405 1368 1345 1179 166 908 880 696 639 501 479 413
is_linear=0
shrinkage=0.00412451


Tree=880
num_leaves=31
num_cat=0
split_feature=31 147 1348 1452 14 157 0 157 1213 4 1374 2 1374 2 52 2 159 393 1373 1375 1 16 0 150 14 15 0 15 160 160
split_gain=0.000940827 0.000874513 0.000986838 0.00116185 0.000953047 0.00100389 0.00196103 0.00184105 0.00150206 0.00125204 0.0013574 0.00127459 0.00213113 0.00191882 0.00184795 0.0014985 0.00141074 0.00149895 0.00131742 0.00192894 0.00200611 0.00273123 0.00182637 0.00159435 0.00164863 0.00147319 0.00175793 0.00165892 0.00182852 0.00148427
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088030000000000011 0.090425000000000019 0.077685000000000018 -0.077294999999999989 -0.098179999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.090240000000000015 0.086545000000000025 -1.0000000180025095e-35 0.087005000000000013 0.18936500000000003 0.087995000000000004 0.085035000000000013 0.085305000000000006 1.0000000180025095e-35 -0.43271999999999994 0.078340000000000007 0.054425000000000008 -0.11756999999999999 -0.07009 -0.13131999999999996 0.024640000000000006 -0.074249999999999997 -0.090344999999999995 0.084835000000000008 -0.046074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -9 10 11 12 -10 -13 15 -15 17 -14 19 -17 22 23 -21 -22 -25 26 27 28 -24 -28
right_child=1 2 -4 -5 -6 7 -8 8 9 -11 -12 13 16 14 -16 18 -18 -19 -20 20 21 -23 25 24 -26 -27 29 -29 -30 -31
leaf_value=0.0032563334333665997 -0.0029759167383775252 0.0026173531041263623 0.0030009303954618535 -0.0035915087647459161 -0.0022998751336854263 -0.0029901372351238478 -0.00080312470113361428 -0.0028992306685362776 -0.0035918715379334863 0.0035909979446520951 -0.0029811698797871425 0.0026854433268804117 8.0192906963767686e-05 -0.0035913170034600019 -0.0024971795774361891 -0.0022818409519585817 -0.0035090305852568159 -0.0035912259151098529 0.0027531186105273675 -0.0035913906823567951 -0.0021795262302301615 -0.0024946567112676663 -0.0035914184037192597 -0.00038132691387008001 0.0024746331092912574 0.0013219954463914655 0.0033277981480381268 -0.0035914075080268055 0.0016769410058079907 -9.9087700758100847e-05
leaf_weight=0.0011138000442150178 0.0013107491921360284 0.0051392353425399051 0.0013719141841175278 0.0011903522975216232 0.0023374626233305653 0.0027258723114913499 0.0037289957466692947 0.0022661716359743114 0.0026123008360627855 0.0012751363312482047 0.0019188602908775101 0.004260926997428526 0.032962619483806188 0.0012311105737546893 0.0031212936158131468 0.0035289671709506356 0.0016190350707829806 0.0014989074294398099 0.0029455754320224506 0.0018146879301639126 0.0012625652973667903 0.0021979259707816104 0.001305471666216639 0.0031375853213830842 0.015378823026459543 0.0092608857008764645 0.0018382915044163886 0.0035500185708080417 0.0024309967885125516 0.014347217536256479
leaf_count=113 35 51 46 104 107 208 363 561 17 124 50 29 686 69 176 7 81 64 15 39 32 74 103 33 228 215 25 94 28 133
internal_value=0 -5.74617e-05 -2.85385e-05 -6.02923e-05 -2.7883e-05 1.38155e-05 0.00117908 -7.33962e-05 -4.71709e-06 5.3076e-05 1.28766e-05 6.49608e-05 -0.000460132 0.000348674 0.00020084 0.000331952 -0.000233389 -7.94958e-05 0.000408619 0.000293623 0.000454416 0.00130253 -8.50999e-05 0.00172449 0.00199069 0.000109286 -0.000369188 -0.00183373 -0.000163753 0.000290126
internal_weight=0 0.13357 0.132259 0.130887 0.129697 0.127359 0.00886823 0.118491 0.115765 0.113499 0.112224 0.110305 0.0386929 0.0716123 0.0673514 0.0642301 0.0360806 0.0344615 0.062999 0.0600534 0.0565245 0.0219769 0.0345476 0.019779 0.0185164 0.0327329 0.023472 0.00728649 0.00373647 0.0161855
internal_count=3910 3797 3762 3716 3612 3505 414 3091 2883 2322 2198 2148 848 1300 1271 1095 831 750 1026 1011 1004 367 637 293 261 598 383 225 131 158
is_linear=0
shrinkage=0.00359063


Tree=881
num_leaves=31
num_cat=0
split_feature=0 4 43 1 2 3 15 0 403 2 1375 0 3 11 1 4 3 2 160 52 48 14 376 48 3 49 2 150 4 52
split_gain=0.00271477 0.00584206 0.00609451 0.00374373 0.00422697 0.0037948 0.00615739 0.00415439 0.0035135 0.00328623 0.00495744 0.00490236 0.0042366 0.00451635 0.00435733 0.00495982 0.00455038 0.00402206 0.00374602 0.00324893 0.00322583 0.00530402 0.00304472 0.00264351 0.00264351 0.00262452 0.00317342 0.00390069 0.00262365 0.00260398
threshold=-0.017269999999999997 -0.49837999999999999 -0.46376499999999993 1.0000000180025095e-35 0.10393500000000001 -0.084129999999999996 0.083935000000000023 -0.083564999999999987 -1.0000000180025095e-35 0.086650000000000019 -1.0000000180025095e-35 -0.13027499999999997 0.076695000000000013 1.0000000180025095e-35 0.086720000000000005 0.0057500000000000008 0.24227500000000002 0.11230000000000001 0.088785000000000017 0.11588000000000002 0.10361000000000002 -0.46637499999999993 0.048375000000000008 -1.0000000180025095e-35 -0.089604999999999976 0.12114500000000002 0.098195000000000018 0.085200000000000012 0.28937500000000005 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 25 -1 -8 10 -5 -12 13 23 -14 16 29 18 -17 -3 21 -19 -4 -11 -9 26 27 -7 -15 -16
right_child=1 19 22 9 -6 6 8 24 -10 12 11 -13 14 28 15 17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013464148991749602 0.0010647510849909241 0.00082871947946358288 -0.0013330314161829578 -0.0013361791839955914 -0.0013462658986830643 -0.0012184389050368903 -0.0013460500451477129 0.00020669874782959478 0.00090732883333989698 -0.00021015788076822502 0.00072262780411036975 -0.00026431267309980181 0.00098082884403092306 -0.00088905966032850378 -0.0013439316465773388 4.2784785506570822e-05 0.00043226134910981243 -0.0011621011620379183 0.001347170088152472 -0.0002850061907832956 -0.0008247693412494144 0.00096008673225482857 0.00027875640889223123 0.0012565514402091557 -0.0013462029933598559 0.0007686808849579473 0.00035006972294245541 0.00024412303493050045 0.00050662566212285993 -0.00029883053880278129
leaf_weight=0.0097939986695108061 0.0037474674427357977 0.024245118327257842 0.0082780337712620167 0.0063521640554426986 0.0070004943539174738 0.01273515081192711 0.0013840200452754923 0.0086950803359506779 0.013292086285552784 0.0026153247488025491 0.011103404678195261 0.050977345831690002 0.0072835996747926393 0.0042987220558181605 0.010887037938125841 0.0079288034213504943 0.0059000571016767358 0.0030972595886851195 0.0080258738162228838 0.0058996152630470524 0.0086268544687300164 0.0068563828870793486 0.0028555790705411263 0.014958220889809581 0.0025736322323162151 0.0030699392987116872 0.0053244670042040801 0.0044604633305880262 0.0056428915208925901 0.0071588493528906847
leaf_count=448 9 229 135 34 303 335 187 185 174 22 100 799 22 63 51 35 64 13 11 55 44 79 18 179 126 24 65 37 40 24
internal_value=0 0.000270117 -0.000419912 -9.12756e-05 -0.000355421 -0.00024232 -1.74591e-07 -0.000705235 0.000694825 2.03354e-05 -0.000203673 -8.77942e-05 0.000184675 0.000628132 -8.62299e-07 -0.000123128 -0.000593852 0.000203262 0.000698945 0.000610753 -0.000222371 0.000299729 -0.000919636 0.00103827 -0.000147964 -0.000398763 -0.000557909 -0.000839057 -9.68642e-05 -0.000929337
internal_weight=0 0.0450258 0.0148811 0.230042 0.0683293 0.0613288 0.0402661 0.0210627 0.0146761 0.161713 0.0684329 0.0620808 0.0932799 0.0275152 0.0657647 0.0584811 0.0239459 0.0345352 0.0159547 0.0301447 0.0185805 0.00995364 0.0111336 0.0175735 0.0112687 0.02559 0.0225201 0.0171956 0.00994161 0.0180459
internal_count=3910 446 162 3464 1884 1581 822 759 361 1580 933 899 647 304 343 321 139 182 46 284 136 92 153 201 311 461 437 372 103 75
is_linear=0
shrinkage=0.00134594


Tree=882
num_leaves=31
num_cat=0
split_feature=4 1447 482 151 49 147 151 151 1374 150 48 403 484 1375 52 483 4 0 3 43 43 133 33 15 13 13 9 2 148 52
split_gain=0.00307283 0.00408021 0.00303804 0.00332012 0.00339386 0.00314431 0.00324399 0.00403852 0.00378348 0.00368264 0.0062014 0.00408265 0.00508371 0.00332125 0.00335826 0.00333653 0.00333483 0.00362704 0.00456897 0.00398763 0.00394989 0.00392427 0.00384185 0.00322643 0.00375406 0.00437347 0.00321863 0.00429377 0.00318569 0.00316259
threshold=0.51224500000000017 -1.0000000180025095e-35 0.092060000000000017 0.087190000000000017 -0.31764499999999996 0.088565000000000019 0.056555000000000001 0.054740000000000004 -0.094679999999999986 0.082085000000000019 0.082070000000000018 -1.0000000180025095e-35 0.073820000000000011 -0.029589999999999995 -0.42985499999999993 -1.0000000180025095e-35 -0.51381999999999983 -0.077944999999999987 -0.089974999999999986 -0.24333999999999997 -0.069974999999999996 -0.26719999999999994 -0.007134999999999999 -0.074174999999999977 -0.084354999999999986 0.10741000000000002 0.091370000000000021 -0.018734999999999998 -1.0000000180025095e-35 -0.090304999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -6 11 -11 12 -10 -13 -15 -16 -17 18 -18 -19 -21 -20 -23 -22 -25 -26 27 -24 -29 -12
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 29 13 -14 14 15 16 17 19 21 20 23 22 26 24 25 -27 -28 28 -30 -31
leaf_value=-0.00082506608953744598 0.00099503244892898586 -0.0012686564355841735 -0.0011708297959927547 0.00054485988031038966 -0.0011871774572424281 0.00083057506307688178 -0.00061041064534449858 0.0012715295493551696 -0.0012266054567721544 -0.00074175837951547571 -0.00040371215938576731 -0.0012517361774447195 0.00061442321262060809 -0.0010277910128598721 -0.001268542184153527 -0.00069145462147854786 -0.00060485243401307853 -0.00037861985362259954 -0.0012687447169666365 0.00090078129051983163 0.0011767393527767189 -0.0012684150526144518 -0.0012021321900497854 0.00057509565641980639 -0.00065535245954685456 0.0011287617002652998 0.0012724204496650765 -0.00083665024169176608 0.00024971691625081608 0.0008159376359606294
leaf_weight=0.010646457414498656 0.004561362327791584 0.0035945499330409794 0.0036810491668326497 0.016296932705046174 0.0044998649929652848 0.006690375846616802 0.015624944685981745 0.0038661895960103712 0.0096841624801040638 0.0064805412416788491 0.0040049783006281805 0.0035195956230893435 0.0032133303927395227 0.0050592803581857018 0.0031790662810529105 0.0094502204406410328 0.020096683567233598 0.010856688174555984 0.0034100141562554134 0.020524771860593205 0.0045853051331832253 0.003093626638190016 0.003793050762396887 0.011754206930440603 0.013617493353365262 0.0026384470966149811 0.0040594392112325286 0.0046328944066260638 0.06918503912904761 0.023413968859188117
leaf_count=365 168 27 143 107 37 136 41 3 750 91 39 37 34 261 131 32 179 45 118 133 53 23 23 38 175 8 6 26 535 146
internal_value=0 -5.3713e-05 -2.58285e-05 -1.13359e-05 -4.43535e-05 -2.81104e-05 -4.98514e-05 -1.4622e-05 -3.49384e-05 -1.33573e-05 0.000374061 -7.7002e-05 -0.000767925 -3.09389e-05 -8.31704e-06 1.95815e-05 4.21191e-05 8.2366e-05 -5.91096e-05 0.000321791 0.000464941 6.52764e-05 0.000118943 0.0001905 2.90507e-05 -0.000365779 0.000171496 0.000113912 0.000181535 0.000637788
internal_weight=0 0.305153 0.294507 0.290826 0.274529 0.270934 0.264244 0.248619 0.244753 0.240253 0.0338995 0.206353 0.0128975 0.193456 0.189936 0.184877 0.181698 0.172248 0.108271 0.0639769 0.0531202 0.0881741 0.0847641 0.0325955 0.0280101 0.0162559 0.0816704 0.077611 0.0738179 0.0274189
internal_count=3910 3742 3377 3234 3127 3100 2964 2923 2920 2883 276 2607 784 1823 1786 1525 1394 1362 910 452 407 731 613 274 221 183 590 584 561 185
is_linear=0
shrinkage=0.00126831


Tree=883
num_leaves=31
num_cat=0
split_feature=1 11 3 0 49 0 47 43 403 13 3 15 13 159 39 49 0 1374 15 2 4 0 2 48 48 14 0 0 160 132
split_gain=0.00302279 0.00302364 0.00331172 0.00361242 0.00464861 0.00309162 0.00658707 0.00294202 0.00394685 0.00382158 0.00357581 0.00446254 0.00441945 0.00348889 0.0034159 0.00318174 0.00296939 0.00288244 0.00275002 0.00372597 0.00279098 0.00256281 0.00276013 0.00406727 0.00489003 0.00498771 0.00311229 0.00253428 0.00289157 0.00243428
threshold=0.10386500000000001 0.08184000000000001 -0.11266 -0.10071499999999999 -0.088329999999999978 -0.10209999999999998 0.085165000000000018 -0.083094999999999988 0.086810000000000012 -0.14819499999999997 -0.076734999999999984 0.041585000000000004 -0.003375 -0.52106999999999992 0.005105000000000001 -0.081629999999999994 -0.084304999999999977 -0.094679999999999986 0.079360000000000014 0.12330500000000001 -0.34687499999999999 1.0000000180025095e-35 0.10457000000000001 0.12862000000000004 -0.086624999999999994 -0.23083499999999998 -0.13506999999999997 -0.15137999999999999 -1.0000000180025095e-35 0.093105000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 -4 6 17 10 9 -9 11 15 -13 -11 29 -5 -10 -6 20 -20 -1 22 -2 24 -24 26 -26 -25 -29 -15
right_child=21 -3 3 7 5 -7 -8 8 16 13 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=-6.5007673446389938e-06 -0.00018830485417082593 -0.0012322839485882867 -0.001022242091602326 0.00035009111220287288 -0.00036605410917657239 0.0011467160042632407 -0.0014576658146123972 -2.7570006967309019e-05 -0.0014571789483741754 0.0012189601030812393 0.00081077729560678996 0.00093192959540313908 -0.00099573083381159638 -0.0014573194303223918 5.3520146046801066e-05 -0.0014576765039360422 0.0004704080342680178 0.00043613393850054302 -0.0014573785579111928 0.0014579652132406984 0.0010080657715268592 0.0013156041819924558 -0.0010211981263815702 -0.00099679038337533582 -0.00060144231058397097 0.0012769093863144452 0.00095160610537276154 -0.00096915411897071887 0.00098302722400304748 0.00023495508400729853
leaf_weight=0.010480489090696208 0.034155919007631041 0.0053065282681892248 0.0076914782386552352 0.0027690218279943233 0.012721039762254804 0.0062906096967481053 0.0054142044423137739 0.010229020918075094 0.002046850056384387 0.0013821993367404408 0.0078476006374756935 0.0077273718867800767 0.0037492479014762381 0.025342274242907248 0.0043483696341510827 0.0081451348652459288 0.0099034989276773899 0.037634629942338904 0.0034424967960973154 0.0012751707108691335 0.012764117978825597 0.0040385902292214828 0.0034255103455507188 0.0062853792451278423 0.0065341537883796263 0.018724384808308514 0.0047152563091543698 0.002519953292903665 0.0044620826952268544 0.0019424822393414578
leaf_count=38 279 105 56 32 17 20 37 22 99 30 70 69 128 1365 46 321 106 229 79 2 87 173 21 29 19 242 75 21 36 57
internal_value=0 -0.000148146 -0.000116734 -0.000199894 4.61068e-05 0.000178513 6.93035e-05 -0.000400741 -0.000600851 -0.000805651 -3.54775e-05 -0.000332076 0.00030219 -0.00104672 -0.00114572 -0.000999029 0.000140252 0.000233482 0.000344789 -0.00066937 0.00055062 0.00018299 0.000126395 0.000356727 0.000627809 0.000816263 4.95271e-05 -0.000325691 0.000278447 -0.00133684
internal_weight=0 0.188454 0.183147 0.155185 0.069752 0.0620605 0.0557699 0.0854331 0.0551947 0.0432443 0.0302384 0.0223908 0.0114766 0.0330153 0.0316331 0.0109142 0.0119503 0.0503557 0.0279623 0.00471767 0.0232446 0.0848612 0.0808226 0.0466667 0.0333993 0.0299738 0.0112494 0.0132674 0.00698204 0.0272848
internal_count=3910 3015 2910 2704 359 303 283 2345 1725 1520 620 550 197 1498 1468 353 205 246 206 81 125 895 722 443 357 336 94 86 57 1422
is_linear=0
shrinkage=0.00145689


Tree=884
num_leaves=31
num_cat=0
split_feature=39 13 1 0 51 13 52 0 3 16 2 1366 16 483 403 403 4 13 13 33 42 9 10 12 44 47 49 151 1 151
split_gain=0.00301009 0.00404829 0.00401523 0.00504284 0.00401538 0.00392172 0.00315527 0.00411615 0.00399699 0.00328453 0.00460229 0.0031483 0.00311876 0.00284654 0.00289302 0.0031624 0.00466196 0.00438106 0.00514816 0.00382697 0.00408137 0.00464974 0.00401311 0.0035986 0.00331518 0.00306413 0.00308107 0.00482791 0.00536342 0.00379961
threshold=0.005105000000000001 -0.094679999999999986 0.086245000000000002 0.12007500000000002 -0.40274499999999996 -0.084184999999999996 0.11588000000000002 -0.084304999999999977 0.15165000000000003 -0.15168999999999996 0.092745000000000008 -1.0000000180025095e-35 0.056750000000000009 0.086680000000000021 0.10150000000000002 0.03138500000000001 -0.034289999999999994 0.098990000000000009 -0.083924999999999986 -0.007134999999999999 -0.10770999999999999 0.091370000000000021 -1.0000000180025095e-35 0.10058500000000002 0.13998500000000003 0.13439000000000004 -0.15265499999999996 0.056555000000000001 0.089825000000000002 0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 12 7 9 -8 -1 -11 -7 -3 14 15 16 17 18 -13 -18 -21 22 -22 -19 -20 26 -24 29 -29 -28
right_child=2 5 4 -5 -6 11 8 -9 -10 10 -12 13 -14 -15 -16 -17 19 23 24 20 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.00042987817614906823 -0.0010583364739012887 -0.001101549926374972 -0.0012688014999083209 0.00082576646009643558 0.00071875919456198135 -0.0011708301176507369 -0.0012694532480598878 0.00087447470775134514 0.00083612310215099158 -0.001148427478387755 0.00030442595467750685 0.0012526269722200939 0.00094793830431695136 -0.00091266705185727773 -0.001050647126058317 0.00045794814106319754 -0.0012151760756452642 0.00070667725710472354 -0.00077593656477256169 -0.0010874335266394762 -0.0012674867804670841 0.0011975361747898761 0.0010006545308419653 -0.00094771750408294882 0.0012699895303038941 -0.0010140377157178315 0.00016436771474186737 -0.0012692298711037327 0.00016091259907868077 0.0012714879904986555
leaf_weight=0.019639485191305539 0.0062191307830445908 0.010230429418879972 0.0017529424012536756 0.0036125808005635918 0.024317603970686719 0.0043550702080779038 0.0044679274729375598 0.016074615935316672 0.0021472183228397057 0.0065676326261581153 0.0075272185507628819 0.0022880241060683195 0.0013522547892375067 0.0064094023070957453 0.0045732841962866635 0.019227095082364087 0.0037098367981798211 0.0085196602657902076 0.037103603435012289 0.0045257804706695373 0.0034502016030728546 0.006323305297883052 0.0066308753848716142 0.0028134053415094238 0.0013193311169743529 0.0036735197480766138 0.069521726687665542 0.0079021493006621313 0.0090485079911104549 0.0053718676601874895
leaf_count=107 74 508 10 14 361 41 59 93 30 90 64 14 50 187 150 139 21 57 1007 59 18 23 16 54 1 19 579 27 32 6
internal_value=0 -6.58528e-05 0.000324648 -0.000366038 0.000585119 -0.000144111 0.000236991 0.000346292 -0.000586002 9.46103e-05 -0.000372545 -0.000103881 -0.000862276 -8.09246e-05 -5.3726e-05 -2.99093e-05 -8.43808e-05 -0.00040147 -0.000595625 5.29604e-05 9.33611e-05 0.000141109 7.78494e-05 0.000295978 -0.000705685 0.00012329 0.000165717 0.000105437 -0.000505799 0.000243778
internal_weight=0 0.274773 0.0359023 0.00983171 0.0260705 0.218349 0.0564241 0.049809 0.00661515 0.0337343 0.0140949 0.206767 0.0115827 0.202412 0.196002 0.191429 0.172202 0.052044 0.040711 0.120158 0.116448 0.111922 0.105599 0.0113331 0.0384229 0.102149 0.0984751 0.0918443 0.0169507 0.0748936
internal_count=3910 3451 459 88 371 3008 443 354 89 261 154 2450 558 2409 2222 2072 1933 1133 1022 800 779 720 697 111 1008 679 660 644 59 585
is_linear=0
shrinkage=0.00126831


Tree=885
num_leaves=31
num_cat=0
split_feature=1 38 12 52 133 48 50 148 43 1 42 43 455 42 0 49 4 3 48 160 394 52 403 42 49 129 1 1 52 3
split_gain=0.0044672 0.00449145 0.00558968 0.00383055 0.00385146 0.00407702 0.00769753 0.00417525 0.0049952 0.00415688 0.00350184 0.00397329 0.00435117 0.00387025 0.00451149 0.00657153 0.00586502 0.00435609 0.00461417 0.00378535 0.00339596 0.00316035 0.00303634 0.00601323 0.00530463 0.00346805 0.00713302 0.00338272 0.00426278 0.00460433
threshold=0.10113500000000002 0.13584500000000002 -0.071274999999999991 -0.42985499999999993 -0.26719999999999994 0.11930500000000001 0.11515000000000002 -0.080629999999999993 -0.079374999999999987 0.13860500000000003 0.092145000000000019 -0.50329499999999994 0.081825000000000009 0.091330000000000008 0.039665000000000006 -0.085974999999999982 -0.49837999999999999 0.084925000000000014 0.084500000000000006 0.088785000000000017 0.15288500000000002 0.10433000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.081419999999999979 0.0041150000000000006 0.08844500000000001 0.095575000000000007 0.0033900000000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 -5 6 7 -6 -9 -7 13 -12 20 14 15 -1 21 22 -19 -20 -13 -16 23 -17 -25 26 -24 28 -26 -30
right_child=1 -3 3 4 5 9 -8 8 -10 -11 11 12 -14 -15 16 17 -18 18 19 -21 -22 -23 25 24 27 -27 -28 -29 29 -31
leaf_value=-0.00089772167645928006 0.00096760946080475061 -0.001232066542320573 -0.0012437313716853401 -0.0010164512020314686 -0.00070936430626188411 -0.00057855821481263606 -0.0012439445004148268 -1.1597628988781813e-05 0.00075137311520656245 0.00064406607023563935 0.00080057960737427505 -0.00098452356496356416 0.00098203361703826705 0.00082366079471614916 -0.00098064408503009074 -0.0011150848650123707 0.00070381818053494132 0.00069565678940171512 -0.00065721447460603312 0.00027861902534177834 0.00088713166889146271 0.000486028785136365 -0.0009442170401137035 0.0012332380360509016 -0.00061228440564812495 0.0008681145966614477 0.0009101308690430723 0.00087083751791204123 0.00037673491648409829 -0.0012453211343404012
leaf_weight=0.01802741104090444 0.013211292195016711 0.0034568907303764709 0.0031405213894828412 0.0041856390092362963 0.0045105493250048303 0.016599989259702852 0.0044311258273239664 0.018748431803430776 0.045383585886256128 0.0058026179985972695 0.0030582473768561149 0.021773569753790412 0.0021775666057237677 0.0071627448854130185 0.0063776000955897416 0.01353145580338655 0.020848217981210837 0.018446030543756819 0.011383161094101979 0.016184332787815947 0.001609674076803457 0.0035281970606320101 0.0079976992622334819 0.0037443346095642474 0.037333723143976094 0.0072412765926088687 0.0053547354151817226 0.0036354653976786713 0.016194222475162334 0.0032485093204286377
leaf_count=114 300 9 114 32 27 62 44 85 288 26 13 540 18 50 67 712 69 68 33 22 4 9 208 10 577 45 23 21 309 11
internal_value=0 0.000164625 0.000206243 0.000108398 0.000151006 0.000202187 0.000344459 0.000446996 0.000528325 -0.00026188 -0.000132011 -0.000538864 -0.000699123 -7.3862e-05 -0.000107158 -0.000189892 0.000329518 -0.00010146 0.000214289 -0.000107805 -0.000855681 -0.000458252 -0.000249287 -0.000361814 -0.000202939 0.000175209 -0.000200567 -0.000291953 -0.000366408 0.00010572
internal_weight=0 0.119471 0.116014 0.102802 0.0996619 0.0954763 0.0730737 0.0686426 0.064132 0.0224026 0.228858 0.0286191 0.0255608 0.200239 0.193076 0.162322 0.030754 0.144295 0.0460135 0.0275675 0.0233832 0.0099058 0.0982814 0.0776877 0.0641563 0.0205937 0.0133524 0.0604119 0.0567765 0.0194427
internal_count=3910 987 978 678 564 532 444 400 373 88 2923 575 562 2348 2298 2153 145 2039 123 55 544 76 1916 1640 928 276 231 918 897 320
is_linear=0
shrinkage=0.00124344


Tree=886
num_leaves=31
num_cat=0
split_feature=484 150 15 474 51 160 1372 1211 31 455 11 2 33 9 2 11 48 43 48 15 1 13 160 52 151 49 49 157 0 13
split_gain=0.00249253 0.003101 0.00247126 0.00286862 0.00237231 0.00221952 0.0021447 0.00212318 0.00203466 0.00196429 0.00192771 0.0024452 0.00295396 0.00264995 0.00292114 0.00280064 0.00243327 0.00408886 0.00439032 0.00361265 0.0046825 0.00384722 0.00339878 0.00306952 0.00390968 0.0040273 0.00506956 0.00296661 0.00284314 0.00284462
threshold=-0.0043499999999999988 0.094545000000000018 -0.26361999999999991 -1.0000000180025095e-35 0.11024000000000002 -0.089599999999999985 -1.0000000180025095e-35 0.082530000000000006 -1.0000000180025095e-35 0.10340500000000001 0.08184000000000001 -0.13811499999999996 -0.007134999999999999 0.091370000000000021 -0.023524999999999997 -1.0000000180025095e-35 0.016865000000000002 -0.049504999999999987 0.084500000000000006 -0.0071449999999999994 0.10113500000000002 -0.098524999999999988 -0.089989999999999987 -0.088779999999999984 0.056555000000000001 -0.047309999999999998 0.093425000000000022 -0.080619999999999983 -0.22384499999999996 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 -4 8 -8 10 11 -10 -13 14 -14 -16 19 -18 -19 20 21 -17 -20 -24 25 -25 -27 -21 -29 -30
right_child=2 -3 6 4 -6 -7 7 -9 9 -11 -12 12 13 -15 15 16 17 18 22 27 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.00032704583932633091 -0.0014020370353941363 0.00085967734888374079 -0.0014008463319457815 0.0012077459054786459 -0.00040479939121432885 -0.0011524471547462911 0.0012903200995487897 -0.0013387346270778055 0.0014006073529619493 -0.0012919018563499422 -0.00060095720250960603 -0.0014009298496157512 -0.001329202237957584 0.0014041201708018883 0.0014016498690083868 0.0001795894007529433 0.00078622611543007772 0.0012933564483332976 -0.0014007806341313404 0.00090435322155274522 -3.0346797630194706e-05 -0.0013825125470741263 -0.00077194753356101518 0.00099156983885695382 -0.00065143431015355095 -0.00089710568010935201 0.00079361277724614631 0.0011017232973149591 0.00025298326955775467 -0.00029095394035023013
leaf_weight=0.0024726938267765073 0.001224048901349307 0.0024473344407027761 0.002209744518431477 0.0083402759593020903 0.0022774687568869476 0.010150307730868668 0.0023672437532411541 0.0023510084802325073 0.002510101599511926 0.0023367815510937353 0.010046381136788796 0.0028689049349850384 0.0031376833753711244 0.0027150666883244403 0.0028872278946039378 0.0040613231666952734 0.018553239109803776 0.0048283998276019693 0.0036796741387377088 0.0073498944217647013 0.021915127574686721 0.012947883159839968 0.0082023821696850518 0.013208436233924202 0.0084859617038546276 0.0072631364845299213 0.0066723770288330542 0.0041843330945994231 0.030571606446675226 0.049183827516485756
leaf_count=83 1 24 43 263 14 505 63 199 37 28 175 22 24 2 8 20 195 18 48 47 155 494 72 46 18 49 59 15 380 803
internal_value=0 -0.000582939 3.70912e-06 0.000627849 0.000861861 -0.000862632 -2.78036e-05 -1.47442e-05 -1.20932e-06 -1.46418e-05 -1.39264e-06 2.65939e-05 1.03803e-05 2.96748e-05 1.16588e-05 3.22828e-05 1.26233e-05 0.000221377 2.11527e-05 -0.00010103 -0.00045823 -0.00100953 -0.000108135 3.81325e-07 0.00017818 0.00043754 -8.75832e-05 5.12737e-05 -2.34233e-05 -8.24536e-05
internal_weight=0 0.0150703 0.24638 0.0118418 0.0106177 0.012623 0.234538 0.232328 0.229977 0.22761 0.225273 0.215227 0.212716 0.209848 0.207133 0.203995 0.201108 0.0708936 0.0523404 0.130214 0.0389243 0.0170092 0.047512 0.0438323 0.0356299 0.0271439 0.0139355 0.0912897 0.0839398 0.0797554
internal_count=3910 612 3298 278 277 588 3020 2977 2778 2715 2687 2512 2475 2453 2451 2427 2419 505 310 1914 669 514 292 244 172 154 108 1245 1198 1183
is_linear=0
shrinkage=0.00140032


Tree=887
num_leaves=31
num_cat=0
split_feature=158 31 1 130 52 3 41 1132 2 14 3 42 42 49 3 457 12 50 2 47 1212 133 50 15 4 42 151 13 13 2
split_gain=0.000941192 0.00106345 0.000999181 0.00137524 0.00140858 0.00146023 0.00184119 0.00151384 0.00158208 0.00123728 0.00127528 0.00172294 0.0019173 0.00161909 0.00156288 0.0027271 0.00172006 0.00161208 0.00148795 0.00251206 0.00280514 0.00231326 0.00203745 0.00217326 0.00223384 0.00157224 0.00147749 0.00213827 0.00146212 0.00114175
threshold=0.11034000000000001 -1.0000000180025095e-35 0.10113500000000002 -0.24153999999999998 -0.42985499999999993 0.090325000000000003 0.081670000000000006 -1.0000000180025095e-35 0.092175000000000021 0.077685000000000018 -0.11266 0.092145000000000019 0.091330000000000008 -0.13451999999999997 0.094625000000000015 0.087470000000000006 0.092365000000000017 0.086030000000000009 1.0000000180025095e-35 0.09550500000000002 -0.46965499999999993 -0.090054999999999982 0.086465000000000014 -0.0058549999999999991 -0.0031049999999999997 0.084745000000000015 -0.0074049999999999993 -0.091229999999999992 -0.014114999999999997 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 -5 6 29 -7 -9 10 -3 12 13 -12 15 16 18 -18 19 20 -15 -20 23 24 -23 -25 -26 -28 -13 -6
right_child=-2 2 3 4 5 7 -8 8 -10 -11 11 28 -14 14 -16 -17 17 -19 21 -21 -22 22 -24 25 26 -27 27 -29 -30 -31
leaf_value=0.0035212301086681467 -0.0027331989318645136 0.00074340967366942699 -0.0034886064078832489 -0.0035205427043467083 0.00106312237903026 -0.0035213798663735348 -0.00104442816252019 0.0032686355104200784 -0.00012661634338833827 -0.0035206949079392537 -0.0026645815778865191 -0.0031012974733541174 0.0026123322071262343 0.0032182077962956131 0.00078654048954137994 -0.0030702898702452551 -0.0035212844711855025 0.0015582351885758221 -0.0030548643357674234 0.0020020256118072144 -0.0031338643434080109 -0.0025482370835923458 -0.003522313397888588 0.0023542606987626193 0.001891194513584946 -0.0016453569025726578 0.0017910588892064022 -0.003249908127816256 0.00013803519372152686 0.0029294514728620412
leaf_weight=0.0010535955408164091 0.001581314379903275 0.01529670738900446 0.001098144691937363 0.0010540729488077707 0.011893143534898343 0.0014571029387298031 0.0036379501046610576 0.0018797918630752966 0.017850358381899412 0.0013991291090533755 0.0034531162693660624 0.0049150374373395644 0.0028880689711314736 0.0010021503211419258 0.015403347240793508 0.0046296367942773023 0.0033156183377438522 0.0010101344725133021 0.002234986963417728 0.002279392359081811 0.0061393335329826826 0.0034393235828520394 0.0013660643460597912 0.011404974695424567 0.0058009769335427563 0.0013635449068332148 0.0019873974174515752 0.0021937635653816977 0.0026617830942967649 0.0061689183693367502
leaf_count=110 167 180 5 115 178 6 49 35 252 99 52 465 40 11 118 66 261 72 185 36 228 189 158 265 37 137 15 135 29 215
internal_value=0 -2.11456e-06 -2.87779e-05 0.000402472 0.000499714 0.000598523 0.00124036 -5.8847e-05 0.000196867 -0.000235004 -0.000185458 -0.000368822 -0.000196018 -0.00031703 -0.000189512 -0.000501643 -0.000228502 -0.00233513 3.89545e-06 -0.00121552 -0.00224249 0.000389515 0.000668878 0.00088749 -0.000101585 0.00192714 0.000741403 -0.000853826 -0.0019633 0.00170055
internal_weight=0 0.140278 0.139224 0.0450395 0.0439413 0.0428873 0.0217 0.0211873 0.0197302 0.0941845 0.0927854 0.0774887 0.0699118 0.0670238 0.0635706 0.0481673 0.0435377 0.00432575 0.0392119 0.00942088 0.00714148 0.029791 0.027556 0.02619 0.0134215 0.0127685 0.00998214 0.00418116 0.00757682 0.0180621
internal_count=3910 3743 3633 855 850 735 442 293 287 2778 2679 2499 2005 1965 1913 1795 1729 333 1396 275 239 1121 936 778 376 402 187 150 494 393
is_linear=0
shrinkage=0.00352023


Tree=888
num_leaves=31
num_cat=0
split_feature=484 150 160 151 49 1 12 48 14 49 0 129 4 104 52 151 133 2 15 159 151 50 4 0 42 15 49 49 33 16
split_gain=0.000911288 0.00150938 0.00120622 0.000965447 0.00154196 0.00148705 0.00158964 0.00151757 0.00156556 0.0014367 0.00342371 0.00143155 0.00121325 0.00116425 0.00123589 0.0022605 0.00178579 0.001781 0.00221712 0.00200114 0.00210918 0.00175682 0.00162813 0.00169026 0.0030162 0.00276659 0.00178401 0.00175783 0.00184627 0.00163333
threshold=-0.0043499999999999988 0.094545000000000018 -0.089599999999999985 0.087190000000000017 -0.31764499999999996 0.12730000000000002 0.11655500000000001 0.12649500000000002 0.077685000000000018 -0.18178499999999997 -0.11287999999999999 0.093990000000000004 0.24280000000000004 0.081720000000000015 0.11588000000000002 -0.101755 -0.036599999999999987 0.10274500000000002 -0.11739999999999999 0.09141500000000001 0.056555000000000001 0.10030500000000002 0.15927500000000003 -0.070894999999999986 0.10017000000000002 0.090505000000000016 0.0062100000000000011 -0.085974999999999982 -0.007134999999999999 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 11 -5 -11 13 -7 14 17 -16 -17 18 -6 20 22 -18 23 25 -25 26 27 -20 -29 -30
right_child=3 -3 -4 9 5 12 -8 -9 -10 10 -12 -13 -14 -15 15 16 21 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0010266814239002749 -0.0033175866257375312 0.0021045469434946159 -0.0026057127455068291 0.0031692256865024503 -0.0024789417456005445 0.00059844578710542952 -0.0020829468134457066 -0.0022227387096998403 -0.0030027134561815593 0.0025902892696670599 -0.0030836952025499586 -0.0031800881153853057 0.003317496902349738 -0.0032609113282550265 0.0025209618285882912 0.0026461911364987832 -0.0028636141923328623 0.0012931361093386523 -0.0029777651640829858 -0.0021701189872587023 -0.0020145490422622879 0.00085526666656507563 0.002338658660721461 0.001928741318326041 -0.0033190562820047029 -0.003317864077119175 -0.0032341705926507065 -0.0032273703634539746 -0.0033193759753209727 0.00082017543316707168
leaf_weight=0.0012700350078003186 0.0015554844294456407 0.0012852360749988634 0.0048381064383614661 0.002625306715572151 0.0035196761103801757 0.0081389243190717053 0.0043053640950096997 0.0033531655276934904 0.0018216593818083373 0.0026794170599586664 0.0020775543536402088 0.0014430166148646775 0.0023206110799547383 0.001090448833338086 0.0018125421703416586 0.0010017402358384339 0.0063651322727311666 0.01666096301147757 0.0016351338674667195 0.0036392230622568347 0.003867463521373792 0.0017911272862805028 0.0049324026684480762 0.011723439942109351 0.0013432516934051017 0.0025617780943674165 0.0015606177716969141 0.0013768591730922699 0.001082905990415369 0.03334066120483814
leaf_count=83 27 24 505 21 113 104 106 55 81 34 69 129 198 19 15 40 225 435 27 105 18 96 37 164 56 192 130 24 3 775
internal_value=0 -0.00116293 -0.00185045 3.44254e-05 -3.59257e-05 6.36989e-06 -0.000107055 -2.67431e-05 4.50473e-05 0.00119937 0.00011224 0.000100155 0.00120171 0.00014782 0.000185666 -0.000863699 -0.00153359 0.000317619 8.73513e-05 0.000222037 0.000359296 -0.00204694 0.000513447 0.000348637 0.00138927 2.144e-05 0.000240809 0.000385674 0.000539295 0.000689952
internal_weight=0 0.00739338 0.00610814 0.129626 0.122244 0.120688 0.110229 0.105923 0.10257 0.00738228 0.00475697 0.100748 0.0104595 0.0993054 0.0982149 0.0109705 0.009158 0.0872444 0.0705834 0.0670637 0.0634245 0.00815626 0.0595571 0.0546246 0.0130667 0.041558 0.0389962 0.0374356 0.0358004 0.0344236
internal_count=3910 612 588 3298 3174 3147 2845 2739 2684 124 103 2603 302 2474 2455 376 361 2079 1644 1531 1426 321 1408 1371 220 1151 959 829 802 778
is_linear=0
shrinkage=0.00331719


Tree=889
num_leaves=31
num_cat=0
split_feature=1366 124 3 401 375 124 1373 158 155 1456 123 1 42 48 1 52 160 11 1186 43 16 13 1373 160 4 3 2 48 160 3
split_gain=0.000959158 0.000885639 0.00184164 0.00107842 0.00101012 0.00138521 0.00108704 0.00104657 0.00102036 0.00103529 0.000976062 0.00105128 0.00166088 0.00146997 0.00159453 0.00144319 0.0013789 0.00150679 0.00129123 0.0014646 0.00147393 0.00114881 0.0011474 0.00169695 0.00127438 0.00204924 0.00160138 0.00173401 0.00132138 0.00230297
threshold=-1.0000000180025095e-35 -0.50873999999999986 0.31335500000000011 0.10072000000000002 0.083605000000000013 -1.0000000180025095e-35 0.11103 0.11015500000000002 0.10222000000000002 0.075285000000000005 0.13456000000000004 0.122185 0.10217500000000002 0.12649500000000002 0.10471000000000001 0.089525000000000007 -0.078874999999999987 0.088315000000000018 0.09005500000000001 0.15364000000000003 0.3935300000000001 -0.060719999999999989 0.089075000000000001 -0.091109999999999983 -0.49269499999999994 -0.15002999999999997 0.11230000000000001 0.09227500000000001 0.088095000000000021 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 10 11 12 13 14 18 -14 -16 -18 19 20 22 -13 23 -7 -25 -26 27 28 29 -27
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12 21 15 -15 16 -17 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0020744773294719301 -0.0030234524583839808 0.0016676898724648065 0.0033837378979841501 -0.0033838074511546804 -0.002871283388914916 -0.0021239582268392952 -0.0033842248653002667 -0.0031086056089579379 -0.0027524921861767555 -0.0023691910746620674 -0.002988782032374908 0.0029032235204777979 -0.0030474945567418189 -0.0021445235344919127 -0.0008477242632749227 0.00050171096435034182 0.0023181143559590253 -0.00075427023887829705 -0.0033840901703969294 0.0019356434468664136 -0.0029368834526933203 0.00042505928479596441 0.0028605928816799182 -0.0020354758967259783 0.0025586829742815136 -0.00012641387524499329 -0.0026354265423932238 0.0019930990276663704 -0.0010609264119523555 0.0019994327428371457
leaf_weight=0.0025771404850862814 0.0010924553913298487 0.005762597210102526 0.0018540193617466718 0.0010773939601032003 0.0013721568114526397 0.0041271693456923489 0.0010966035633757079 0.0012267121471449807 0.0014861211416377076 0.0019591913156560272 0.0011505137994305406 0.0030926551961130144 0.0035700014605906097 0.0031051771034267253 0.0029263257544585039 0.0020733412191091816 0.0097551433169904556 0.0022486812965780709 0.0012496371372661122 0.004592962413605405 0.001949638094112415 0.0069635631746365334 0.0016195037221535804 0.0030085729899642496 0.0040086771715834709 0.031143808012710467 0.002423399696013461 0.0054130565766095087 0.010950555557301733 0.0071787376601548649
leaf_count=71 19 246 141 185 43 306 18 160 174 246 14 52 175 35 37 97 143 17 39 160 78 103 15 51 67 941 39 70 126 42
internal_value=0 1.01394e-05 3.59527e-05 -1.3101e-05 1.58464e-05 4.77736e-05 -3.11222e-05 2.45534e-07 3.3123e-05 6.92748e-05 0.000111722 0.000143743 4.02037e-05 0.000145388 0.000222179 -0.00174353 0.00123486 0.00174256 2.75048e-05 8.32948e-05 -3.51596e-05 0.00118719 4.58055e-05 -2.09827e-05 0.000114364 0.000220191 5.60454e-05 0.000175317 -2.43813e-05 0.000271809
internal_weight=0 0.129478 0.128386 0.126532 0.125455 0.124082 0.11832 0.117223 0.115996 0.11451 0.112551 0.111401 0.101344 0.095701 0.0925959 0.00564334 0.0149302 0.0120038 0.0776657 0.0764161 0.0718231 0.0100562 0.0698735 0.068254 0.0641268 0.0611182 0.0571096 0.0546862 0.0492731 0.0383225
internal_count=3910 3839 3820 3679 3494 3451 3205 3187 3027 2853 2607 2593 2438 2166 2131 272 197 160 1934 1895 1735 155 1657 1642 1336 1285 1218 1179 1109 983
is_linear=0
shrinkage=0.00338353


Tree=890
num_leaves=31
num_cat=0
split_feature=1213 475 1 51 50 50 0 47 52 51 50 50 129 0 0 1186 133 3 3 15 2 2 12 42 52 2 0 160 457 151
split_gain=0.0029871 0.00320543 0.0026177 0.00323905 0.00344422 0.00342012 0.00313146 0.00301824 0.00492143 0.00432159 0.00300261 0.00292594 0.00288987 0.00275609 0.00528873 0.00339672 0.00437555 0.00384585 0.00476006 0.00355244 0.00337209 0.00332912 0.00335314 0.00301858 0.0041518 0.00318023 0.00277419 0.00343172 0.0030578 0.00274943
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.10386500000000001 -0.097124999999999989 0.10119500000000002 0.10030500000000002 -0.017269999999999997 0.13177500000000003 0.12897500000000003 0.12342500000000002 0.081160000000000024 0.088425000000000017 0.093990000000000004 -0.077944999999999987 -0.081964999999999996 0.085080000000000003 -1.0000000180025095e-35 -0.084129999999999996 -0.13927999999999999 -0.008624999999999999 0.095195000000000016 0.081110000000000015 0.092365000000000017 0.093535000000000021 0.11401500000000002 0.11085000000000002 -0.10131499999999999 0.086620000000000016 -0.0015249999999999997 -0.40391999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 11 7 9 -9 29 -2 12 13 14 15 16 -5 18 -18 26 -15 -21 -23 24 -22 -25 28 -28 -19 -4
right_child=2 -3 6 4 -6 -7 -8 8 -10 -11 -12 -13 -14 20 -16 -17 17 19 -20 21 23 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0014573144488349734 -0.001452147617521909 -0.0012770129568035835 -0.0012125173571446639 -0.0010772086830366562 -0.0014571206651952035 0.0014546425196781084 0.001114647933925284 -0.0013111026409795704 0.00057803354099307991 -0.00065170240368477527 0.00085425556104012956 -0.0012534006864931536 -0.0014573456549981517 0.00072059154832849375 -0.0014537368983322941 0.0010844413691398166 0.00056700586097723014 -0.00074628274224174259 -0.001423464833432113 -0.00035816841390463866 0.00057914068443906468 0.0011703862340284737 -0.00031569721078299326 -0.0014584594349664373 -0.000750849242720755 0.00041221546919473413 -0.0014518327476443305 0.00025052023801507906 0.00020496216177407094 0.00044779654574857614
leaf_weight=0.0010497457988094538 0.0063488071517205924 0.0068355065069658494 0.0021980771794005696 0.0091789239908628417 0.0036722728329996448 0.0032262354820886676 0.0073382045830250311 0.0072511698654125212 0.0049081966699873192 0.0099273856759509727 0.0014767458768139008 0.0042489003855461496 0.0029593476298934709 0.02112045703664478 0.0060881250061370898 0.0052521103611979916 0.0037090770086152256 0.0087325713724339948 0.0081609843158236828 0.0065325217422582673 0.018831281105669007 0.014845811163517908 0.0041162443147157992 0.0053290356668362904 0.0067739626916019082 0.0030232393295044346 0.0064473814968621992 0.0041192870081800947 0.040152592600549035 0.057378411727967205
leaf_count=4 252 588 18 240 300 3 202 32 21 58 39 155 77 183 212 33 44 39 240 40 113 81 12 53 28 30 138 28 101 546
internal_value=0 -0.000912998 -3.91267e-06 -9.86755e-05 -6.01505e-05 -3.20941e-05 0.000203014 0.000121095 -0.000548542 0.000238245 -0.00101691 -5.87978e-05 -2.98552e-05 -5.35342e-06 -0.000131554 -5.91966e-05 -0.000115864 -2.47216e-05 -0.000801496 8.38216e-05 0.000263499 0.000538785 0.00084779 -2.07972e-05 0.000227287 -0.000781339 -0.000111279 -0.000788191 3.50371e-05 0.000386539
internal_weight=0 0.00788525 0.283347 0.194346 0.18652 0.182848 0.0890014 0.0816632 0.0121594 0.0695039 0.00782555 0.179622 0.175373 0.172414 0.117336 0.111248 0.105995 0.0968165 0.0118701 0.0849464 0.055078 0.0254946 0.0189621 0.0339575 0.0256052 0.00835227 0.0594518 0.0105667 0.0488852 0.0595765
internal_count=3910 592 3318 2441 2150 1850 877 675 53 622 291 1847 1692 1615 1208 996 963 723 284 439 407 133 93 224 141 83 306 166 140 564
is_linear=0
shrinkage=0.00145689


Tree=891
num_leaves=31
num_cat=0
split_feature=1456 453 151 2 50 41 456 474 4 158 13 403 52 403 4 2 3 1 0 131 13 151 1373 160 151 1374 15 42 4 13
split_gain=0.000886307 0.00108681 0.00103067 0.00093094 0.00141393 0.00141642 0.00125312 0.00126341 0.00162193 0.00139798 0.00127571 0.00177452 0.00165765 0.00135939 0.00138991 0.00128601 0.00196795 0.0012505 0.00240117 0.00111909 0.00138345 0.00137454 0.00220283 0.00250626 0.00204495 0.00244635 0.00163572 0.00202903 0.00113898 0.00108698
threshold=-1.0000000180025095e-35 0.089535000000000017 -0.035524999999999994 0.11542500000000001 0.10625000000000001 0.083270000000000011 0.087055000000000007 -1.0000000180025095e-35 0.27608500000000008 0.084965000000000027 -0.094679999999999986 0.10150000000000002 0.11588000000000002 -0.088854999999999976 0.26048500000000002 0.091525000000000009 -0.075404999999999986 0.088675000000000018 0.10302000000000001 0.097135000000000013 -0.084184999999999996 0.056555000000000001 -1.0000000180025095e-35 0.091575000000000017 0.015440000000000001 -0.094679999999999986 0.088615000000000013 0.091230000000000019 -0.056579999999999991 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 -2 9 10 12 13 15 -12 19 16 -9 18 -5 20 -15 24 -23 -24 25 -22 29 -28 -29 -27
right_child=1 -3 -4 17 -6 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0005299517228667637 -0.0031675307537206336 -0.0023628911036073542 -0.0035205622875347604 -0.0035206943129529214 -0.0030951687537175061 -0.0024473856139844334 -0.0025265908338877128 0.0017272934090962696 0.00237251407107177 -0.0022000967364391648 -0.003520374180487736 -0.0035208242555130778 -0.0019617189076408998 -0.0019740689424965225 -0.0029570615855731889 0.002441962029996172 -0.0022844053463656642 0.0013752306518641844 0.0028547591510478744 0.0022041938298491106 -0.0035188909696068985 -0.0035220006333727696 -0.0017400958125182095 0.0032964310057595298 0.0035246864477096978 0.0032088033006789393 -0.0027735376597743705 -0.0013865483330573907 0.0034583444469797999 0.00052937007436616235
leaf_weight=0.0013218763450435489 0.0014255833721596991 0.0023360927307081161 0.0018936845309908126 0.0019445677142941884 0.0018619064179301583 0.0028548020167749035 0.0022605253495395763 0.004362429009833412 0.0039788157110525182 0.0032234500392154244 0.0012988121084027684 0.0017651304765706746 0.0019912241456268012 0.0037917160502369809 0.0017840128158965731 0.007735560643999051 0.0023217848033709751 0.012297411239181599 0.0011740305389444927 0.0032583829707748526 0.0020396009194882927 0.0030241278818721185 0.0030690615138908584 0.002036956833592285 0.0024917775426729341 0.0019595051981013958 0.004045559230194228 0.001086556246413295 0.0013463903396910837 0.044131391550622956
leaf_count=41 107 49 328 149 281 100 92 72 164 156 406 167 33 229 21 56 26 370 16 90 11 11 38 10 5 5 152 39 16 670
internal_value=0 1.59617e-05 -0.00185545 6.05761e-05 -5.37972e-05 -1.01399e-06 6.58635e-05 0.000123223 0.00016979 7.92161e-05 0.000157763 -3.18673e-05 0.00104899 4.98491e-05 0.000112457 0.00146474 0.000333816 0.000870337 -0.00112058 0.000188218 9.30485e-05 0.000213205 -0.00114103 0.000269139 0.000406024 0.000263722 0.00041048 -0.00124578 0.00129461 0.000643283
internal_weight=0 0.126897 0.00321556 0.124561 0.109145 0.107283 0.104428 0.102168 0.100742 0.0967634 0.09354 0.077129 0.016411 0.0753639 0.074065 0.0144198 0.00668421 0.015416 0.0031186 0.072281 0.0690226 0.0652309 0.00813015 0.00510602 0.0571008 0.054609 0.0525694 0.00647851 0.00243295 0.0460909
internal_count=3910 3541 369 3492 2957 2676 2576 2484 2377 2213 2057 1870 187 1703 1297 154 98 535 165 1276 1186 957 59 48 898 893 882 207 55 675
is_linear=0
shrinkage=0.00352023


Tree=892
num_leaves=31
num_cat=0
split_feature=151 1348 1456 4 1211 480 49 52 133 133 13 2 52 160 457 151 475 160 52 401 15 11 401 52 454 1 133 40 1 0
split_gain=0.000835991 0.0010692 0.00113114 0.000880668 0.0010113 0.00101115 0.00097819 0.00107498 0.00218032 0.00177105 0.00169788 0.00206233 0.00149832 0.00134588 0.00151783 0.00181993 0.00132617 0.00127881 0.00148601 0.00123881 0.00118409 0.00114914 0.00115328 0.00110921 0.00152779 0.00131312 0.00108752 0.00103037 0.000966551 0.00227103
threshold=-0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.51224500000000017 0.082530000000000006 0.086640000000000009 0.10513500000000002 0.11588000000000002 -0.031394999999999992 -0.26719999999999994 -0.083514999999999992 0.097940000000000013 -0.089799999999999977 -0.081299999999999983 -0.0015249999999999997 0.063570000000000015 -1.0000000180025095e-35 -0.079684999999999992 0.085110000000000019 1.0000000180025095e-35 -0.094119999999999995 0.077905000000000016 0.077490000000000017 -0.048794999999999991 0.085470000000000004 0.091035000000000019 0.092550000000000007 -0.22172999999999998 0.077800000000000022 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 -9 -4 11 12 -11 23 15 -15 -16 -14 21 28 -10 22 -19 -12 25 -25 -22 -13 29 -18
right_child=1 -3 3 -5 -6 -7 -8 8 20 10 13 27 17 14 16 -17 19 18 -20 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042067993165456185 -0.0031504060428259595 0.0048533044129844514 -0.0045250497434827256 0.0041378585793281578 -0.0047072121732688009 -0.0035241520113353992 0.0016224122488332877 0.0044146682027666742 0.00020321776353957274 -0.0037235793682871632 0.0033313129467532746 -0.00098593085577769685 -0.0044482720521195739 -0.0048166918319166845 -0.0036791687260481257 0.0013987910493943048 -0.0039984861559883185 0.0036555982009223447 -0.0026941707488129371 -0.0039105570777677543 -0.0049304320335904154 -0.0020476570170460786 -0.00066992312599935245 -0.0049299628308324163 0.0035407178179868741 0.0018229628280861439 0.00023962596905840512 0.0039272510334333677 0.00060970932282264085 0.00011856518473156109
leaf_weight=0.0011597770835223278 0.0027862694819985592 0.0010921193830810685 0.0019644456385077272 0.0012526009121120998 0.0011065502592639822 0.0019166089470763472 0.0092611154244162108 0.001264816032878536 0.0026399805512475902 0.0020081089116881232 0.0045058725515900733 0.0012028642913719523 0.0010215564644227024 0.0037696088420915421 0.0025412399830679879 0.0016436770487828767 0.0041637983351796469 0.0068546154089128564 0.0019114333763416988 0.0019342911574242718 0.004465764945450478 0.0014349661908035225 0.0019163269609716593 0.0017775465752369879 0.0017571747048350517 0.0011537258663452121 0.00126957663300864 0.0075249862335828865 0.033554749437553433 0.014920757619250945
leaf_count=65 367 42 141 166 204 224 227 37 36 84 65 5 107 52 149 22 224 100 92 150 173 20 52 43 10 13 68 137 529 306
internal_value=0 -2.44734e-06 -4.53784e-05 2.62758e-05 -1.68268e-05 2.70164e-05 8.54573e-05 -4.73194e-05 -0.00161758 0.000107839 0.000203041 0.00134162 0.00024192 -0.000175967 -0.00043489 -0.00292944 -0.000198459 0.000847995 0.0012945 -3.63788e-05 -0.00252855 0.00204152 0.00271053 0.0015849 -9.3502e-05 -0.00227206 -0.00378599 0.00325012 0.000105982 -0.000779678
internal_weight=0 0.124617 0.123525 0.120739 0.119486 0.11838 0.116463 0.107202 0.00964014 0.0975617 0.0955973 0.0238749 0.015147 0.0717224 0.0625281 0.00541329 0.0571148 0.0131389 0.0121173 0.0545736 0.00837532 0.0102059 0.00877094 0.00919432 0.00468845 0.00293127 0.00573534 0.00872785 0.0526393 0.0190846
internal_count=3910 3845 3803 3436 3270 3066 2842 2615 314 2301 2160 597 455 1563 1432 74 1358 371 264 1209 277 172 152 131 66 56 241 142 1059 530
is_linear=0
shrinkage=0.00492917


Tree=893
num_leaves=31
num_cat=0
split_feature=123 133 13 158 48 1213 475 4 43 0 12 16 403 160 131 483 49 33 52 42 15 1365 12 0 0 52 42 15 1374 1
split_gain=0.00350011 0.00435657 0.00351791 0.00311976 0.00298849 0.0029748 0.00358881 0.00281071 0.00663104 0.00370875 0.00357861 0.0036718 0.00356781 0.00330883 0.00329776 0.00332608 0.00307721 0.00436186 0.00397224 0.00355022 0.00345359 0.00302612 0.00324873 0.00356089 0.00396641 0.00395456 0.00359581 0.00335941 0.00332855 0.00311921
threshold=1.0000000180025095e-35 -0.0023199999999999996 0.28269500000000009 0.11015500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.49837999999999999 -0.46376499999999993 -0.017269999999999997 0.084695000000000006 0.054425000000000008 -0.082404999999999992 -0.40446999999999994 0.10033500000000002 0.088030000000000011 -0.084114999999999981 -0.007134999999999999 -0.42035499999999998 0.088235000000000022 0.10043500000000001 1.0000000180025095e-35 -0.0089849999999999982 -0.070894999999999986 -0.083424999999999985 0.089525000000000007 0.091590000000000019 -0.085919999999999982 1.0000000180025095e-35 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 -1 8 -7 12 -11 -12 -9 -14 15 16 19 -18 -19 -15 21 22 29 24 26 27 28 -26 -24 -20
right_child=1 2 -4 -5 -6 7 -8 9 -10 10 11 -13 13 14 -16 -17 17 18 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011721051652858069 -0.0007590619340371045 -0.00033032078420333177 -0.0011722358730879179 -0.0011568534020335616 0.0010353474363139388 0.00096049446868014211 -0.0010861195251262025 -0.0010623304016856964 -0.00095615466258251844 0.00097455384769969046 -0.00049086007395852125 0.00066275643168930932 -0.0011718769234306408 -0.00058952083608766368 0.00082217003501192977 -0.00077031858163585437 -0.001172075990436353 -0.0011718941103703051 -0.0011721533420813929 0.00041386874435877781 -0.00099885636179785882 -0.0008984792531334107 0.00037346590490763598 0.00085820875616074855 0.00081709523047587807 0.00036183719415074745 -0.00064713111700892795 -0.0010116245289855425 -0.00075980700733703315 3.9918057865477587e-05
leaf_weight=0.0011294216383248568 0.0035178939067179718 0.0026187894352034365 0.0013189913152018553 0.0035336637916856253 0.01375500645913519 0.0031887309705780362 0.0066856328396971421 0.0046365311776010989 0.011122923910271254 0.010002455679536837 0.0077687354519468954 0.00739248637208334 0.0033810154355720093 0.021148757294763953 0.0064346325333630707 0.0079972098155289828 0.0038094869275369083 0.0033099405711034527 0.0044479325006534518 0.0062786600165054543 0.0036537206481455078 0.0036499997349714866 0.087557612670885021 0.011594524726234567 0.0016076070788777477 0.0071417559375106512 0.0055120626801645747 0.0097059825318410748 0.003708978290539732 0.0084581455750623036
leaf_count=4 43 31 6 163 254 7 549 442 145 109 40 58 230 122 82 237 25 194 44 36 51 38 529 63 11 65 60 159 45 68
internal_value=0 0.000431844 0.000668634 -6.35476e-05 0.000816925 -4.81756e-05 -0.000759764 -2.53383e-05 -0.000529113 6.11851e-06 0.000430541 7.16338e-05 -4.62257e-05 -2.25986e-05 -2.77513e-06 -3.07747e-05 1.79566e-06 6.61346e-05 9.7508e-05 -0.000359826 0.000126083 0.000154749 0.00018226 0.000239253 0.000176975 -0.000320833 0.000271905 -0.000751772 0.000327411 -0.000377809
internal_weight=0 0.0212107 0.0176928 0.254859 0.0163738 0.251325 0.00781505 0.24351 0.0143117 0.229198 0.0251637 0.0151612 0.204035 0.199398 0.196017 0.189582 0.181585 0.154158 0.150348 0.0274274 0.147038 0.143385 0.139735 0.126829 0.115234 0.0184553 0.0967787 0.0113136 0.0912666 0.0129061
internal_count=3910 334 291 3576 285 3413 553 2860 152 2708 207 98 2501 2059 1829 1747 1510 1352 1327 158 1133 1082 1044 932 869 235 634 170 574 112
is_linear=0
shrinkage=0.00117172


Tree=894
num_leaves=31
num_cat=0
split_feature=1 47 15 50 48 1426 1 0 484 3 3 15 2 12 48 160 52 1186 15 3 43 47 0 4 457 1213 52 149 52 150
split_gain=0.00288184 0.0036955 0.00411187 0.00380737 0.00399952 0.00404357 0.0036963 0.00363867 0.0035483 0.00322878 0.00332415 0.00483217 0.00473787 0.00335145 0.00512024 0.00339265 0.00318359 0.00317717 0.00309308 0.00305947 0.00459818 0.00337327 0.00298064 0.00293086 0.00251996 0.00243616 0.002787 0.00215633 0.00199841 0.00199261
threshold=0.094385000000000011 0.087850000000000025 0.035895000000000003 0.11843500000000001 0.12862000000000004 -1.0000000180025095e-35 0.11026000000000001 -0.10303999999999998 -0.0043499999999999988 -0.11266 0.084925000000000014 0.088190000000000004 0.085805000000000006 0.086935000000000012 0.088875000000000023 0.085545000000000024 -0.087604999999999988 0.085080000000000003 0.079360000000000014 -0.084129999999999996 -0.073684999999999987 0.09550500000000002 -0.073129999999999987 -0.48072499999999996 0.53894500000000012 -1.0000000180025095e-35 0.091715000000000005 0.10022500000000002 -0.0045699999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -4 -8 -1 18 11 13 -12 17 -15 -16 -14 19 23 -11 -21 -22 -20 -10 27 -13 -27 -7 -9 -3
right_child=1 29 6 -5 -6 24 7 28 9 10 12 25 16 14 15 -17 -18 -19 22 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011494767505267744 -0.0012701966915130329 -0.0010369163401040774 -0.00096994892758490579 -0.00072982731555369001 -0.00048127647590359154 0.00094303177300058367 0.0011980531102074733 0.00054209185302884805 -0.00025576121851044549 -0.0012685437151885909 0.0011484028552945008 -0.0012684661924198611 -0.00091941286177188431 -0.0012688323398704301 -0.00059924725272844583 0.0012590474687304168 9.053338718226724e-05 0.0011229267055473686 -0.0012688303103176538 0.00034262783604778935 -0.00084379185615194013 0.00043711214894584852 0.0010894728303105527 0.00074688781892897434 -0.00095216496310394981 0.00058974416819474319 -0.00064715875291982078 -0.00079186193942998653 -0.0010998721382950295 -8.3053872184565014e-05
leaf_weight=0.0054897413033159195 0.0015434866405144012 0.0038965437023534824 0.0066043898310006463 0.0037235564593629525 0.0048384253677795632 0.034905919195956869 0.0039107145819343714 0.0019969697501664996 0.0065088625894986754 0.0053502354299173041 0.0059054732324739225 0.0016473960993144124 0.0060143115567257146 0.016688841310092073 0.0047880291205144579 0.0023590254368173191 0.030393906369909018 0.0024131647453771157 0.0034197387393959389 0.013469611768032408 0.017503422271794022 0.0040777698101237539 0.0011527030328579704 0.016779989628382452 0.0012413001077220534 0.014621310910229113 0.0036648212291137119 0.0011917985056726357 0.0029593781673611375 0.036741171344552015
leaf_count=484 26 28 126 29 14 620 18 27 18 239 22 193 41 605 115 4 65 21 72 98 215 8 6 101 5 194 214 19 26 257
internal_value=0 0.000123608 0.000316167 0.000501323 0.000606176 0.000741495 -0.000251629 0.000283391 -0.000147204 -0.000112104 -0.00019673 -0.000339116 9.4624e-05 -0.000502976 -0.000884147 1.41193e-05 -7.63007e-05 -0.000290767 0.000279414 -0.000375207 -0.000238846 -0.000601765 -0.000674307 0.000466663 0.000824653 0.000208766 0.00034185 0.000885753 -0.000438306 -0.000174515
internal_weight=0 0.103554 0.0629159 0.0474445 0.0437209 0.0388825 0.0154715 0.00886706 0.162248 0.156759 0.128897 0.0865836 0.0423137 0.0666501 0.0238359 0.00714705 0.0364082 0.0428142 0.0278613 0.040401 0.0350508 0.0215812 0.00457244 0.0232889 0.037339 0.0199335 0.0182861 0.0360977 0.00495635 0.0406377
internal_count=3910 1195 910 713 684 670 197 71 2715 2231 2034 1906 128 1305 724 119 106 581 197 560 321 223 78 119 644 601 408 639 53 285
is_linear=0
shrinkage=0.00126831


Tree=895
num_leaves=31
num_cat=0
split_feature=9 124 3 39 42 39 133 48 51 2 1 51 13 483 47 47 128 49 49 3 15 3 1375 15 49 1213 4 484 133 15
split_gain=0.000858068 0.00084699 0.00176889 0.00100172 0.00153376 0.000978125 0.00150955 0.00135463 0.0017241 0.0020098 0.00163796 0.00159627 0.00129977 0.00127349 0.00125924 0.00128538 0.00151952 0.00127013 0.0014677 0.00181301 0.00146882 0.00142908 0.00222624 0.00181032 0.00169415 0.00135239 0.00127177 0.00126902 0.00125692 0.00225984
threshold=-0.016839999999999997 -0.43954999999999994 0.31335500000000011 0.15608500000000003 -0.26552999999999999 0.005105000000000001 -0.079929999999999987 0.11930500000000001 0.13474500000000003 0.11542500000000001 0.10593500000000002 0.11975000000000001 -0.093439999999999981 0.086680000000000021 0.13206500000000002 0.11291500000000002 0.086435000000000012 -0.22390499999999999 -0.085974999999999982 -0.096724999999999992 0.10043500000000001 0.094625000000000015 -0.089714999999999975 -0.097269999999999981 -0.080034999999999981 0.041025000000000006 0.0057500000000000008 -0.067754999999999996 0.085835000000000009 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 13 -11 -9 -8 14 15 16 17 -6 19 -19 21 22 -20 -23 -24 27 -25 -26 -29 -30
right_child=1 2 -4 -5 5 6 12 11 -10 10 -12 -13 -14 -15 -16 -17 -18 18 20 -21 -22 23 24 26 25 -27 -28 28 29 -31
leaf_value=0.0038323942853292145 -0.0037913306465661681 -0.004292131724708723 0.0042913844137952304 0.0034487960427512137 0.0025400145133361637 -0.0034197384749173952 -0.0021815958354413252 -0.0042918244933989819 -0.0041419130811048309 -0.00081433365636059151 0.0038580128537925185 -0.000322723056927565 0.0025229163654449925 -0.0040431410937062113 -0.0042926416209460583 0.0028091479546814685 -0.0042920514388917821 0.0015392309983269688 -0.0040663267851843059 -0.0036478601237298195 -0.0042917348093231885 -0.0017089340216723638 0.0026977128838470005 0.0011086022604306417 -0.0042918270215969063 -0.0041811491451457621 0.0041602432343423685 0.00030926674633657646 -0.0029088949455930353 0.0019847655352317091
leaf_weight=0.0010464866276427278 0.0011158824183326024 0.0016159151526338169 0.0017152627166563397 0.0014496803845247533 0.0033742055951924135 0.001141435861590879 0.0012677175748763156 0.0031350086219319442 0.0018767427782351289 0.0020395030736705113 0.0042828687511189401 0.0046086730110204144 0.007357545083852556 0.0015215317087935434 0.00129105953300268 0.0028543785764743026 0.0015763272044251311 0.0017340913452699169 0.002617651482665905 0.0043617177180266245 0.0014301735418382746 0.0029591536858788467 0.0039347743911264379 0.0082064730017332721 0.0012979152641455763 0.0015412218234800426 0.0036257201045941665 0.042063907137455669 0.006042213994157164 0.0024390368294096021
leaf_count=121 21 22 123 34 36 47 19 70 115 136 108 34 215 237 19 52 179 15 51 83 199 27 27 68 190 258 30 988 249 137
internal_value=0 -6.95812e-05 -3.59158e-05 -9.69323e-05 -0.000139697 -8.31113e-05 0.00121775 -0.000199871 -6.7345e-05 9.74561e-06 0.00235078 -0.0019296 0.00183146 -0.000149624 -8.47734e-05 -2.44506e-05 -0.0001172 -4.03452e-05 -0.000146196 -0.00217227 1.59739e-05 9.84164e-05 -0.000196376 0.00129296 -1.96426e-05 -0.00021993 0.00204371 -0.000102168 5.41532e-06 -0.00150158
internal_weight=0 0.124478 0.123362 0.121647 0.120197 0.118581 0.0097667 0.108814 0.101071 0.0991939 0.00632237 0.00774368 0.00862526 0.0928716 0.09135 0.090059 0.0872046 0.0856283 0.0822541 0.00609581 0.0761582 0.0747281 0.0599367 0.0147913 0.0573191 0.0533843 0.0118322 0.0518431 0.0505452 0.00848125
internal_count=3910 3789 3768 3645 3611 3589 281 3308 3204 3089 244 104 234 2845 2608 2589 2537 2358 2322 98 2224 2025 1900 125 1849 1822 98 1564 1374 386
is_linear=0
shrinkage=0.00429114


Tree=896
num_leaves=31
num_cat=0
split_feature=1213 399 1373 124 3 123 484 15 454 375 14 0 48 1 3 15 52 3 12 43 376 43 1374 457 14 42 13 14 9 38
split_gain=0.000830183 0.000784918 0.00077984 0.000792545 0.00150437 0.000934194 0.00102154 0.00148915 0.00102323 0.000943959 0.000865545 0.000858909 0.00375753 0.00258767 0.00152169 0.00220254 0.00183151 0.00167284 0.00316839 0.00166134 0.00171501 0.00152309 0.00149028 0.00160074 0.0018053 0.00131488 0.0013038 0.00159837 0.0016785 0.00176356
threshold=-0.082704999999999987 0.089695000000000011 0.11103 -0.50873999999999986 0.31335500000000011 -0.041524999999999992 -0.0043499999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.08673500000000002 0.078275000000000025 -0.13027499999999997 0.12862000000000004 1.0000000180025095e-35 -0.10628499999999998 0.088190000000000004 0.091715000000000005 -0.078669999999999976 0.086935000000000012 -0.074254999999999988 0.091535000000000019 -0.089949999999999988 -0.095439999999999983 -0.066264999999999991 -0.13131999999999996 -1.0000000180025095e-35 -0.45122499999999993 -0.074139999999999984 0.091370000000000021 -0.073614999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -8 10 11 12 13 -10 -13 17 -17 18 21 25 26 -16 -15 -24 -25 -19 -21 -28 29 -29
right_child=1 -3 -4 4 -6 6 8 -9 9 -11 -12 14 -14 22 15 16 -18 19 -20 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0030873617706825701 -0.0032194173995043957 -0.0032827973668628956 -0.0031497718336223226 0.0030836709280932092 0.0037358877820140887 -0.0025952342998009858 -0.0023702481471109468 0.0017194055068987214 -0.0020967591947971187 -0.0031967951640789333 -0.0021920175360109909 0.00095174635598319676 -0.0037371307857301003 -1.2418667817759819e-05 -0.0036701698649612914 0.0018945981600537167 -0.0020315836822170554 -0.0011169631123042428 -0.0034562742596168381 0.001019738692608066 0.0034463572401794871 0.00078583022799322321 -0.0009315882834029591 -0.00074362576562746587 0.0029666877876860544 0.0019933527097465292 0.0026496910705458231 0.0013133809106472985 0.00060328162504929899 -0.0031941088741425355
leaf_weight=0.0012280106276930649 0.0010217725478298681 0.0010079962282540924 0.0010682937266608397 0.0013866087514582395 0.0015541506264735707 0.0044407179695900014 0.002324307859371543 0.0014911908912358385 0.0030721528243589083 0.0011732162846911356 0.0021162049162004584 0.017718104269271777 0.0023974034028810811 0.0064100048041382243 0.0012969255411778846 0.0090713505121353677 0.0020289630215044605 0.0026328293772479583 0.0073120008322176133 0.0033539861802296391 0.0012476145735220703 0.0061309482810285518 0.0021716228384605065 0.0021036395022520074 0.014073566005457394 0.0067848622904147504 0.001158940460435077 0.0013933106456534014 0.0028919389942529969 0.00927455537165979
leaf_count=355 19 119 19 35 138 428 57 152 28 32 87 287 21 23 64 270 250 37 461 17 27 239 18 27 173 206 21 8 14 278
internal_value=0 -1.51012e-07 2.76312e-05 5.63893e-05 8.49945e-05 3.58503e-05 -1.19816e-06 -0.0015106 8.15997e-05 0.000135457 0.000172818 0.00022163 0.000750418 0.00113698 5.34264e-07 -0.000308264 0.00117695 -0.000687454 -0.00171062 -0.000162667 -0.000789768 7.80135e-06 0.00153823 0.00207994 0.00248421 0.00112383 -0.0010822 -0.00156117 -0.00192107 -0.00260539
internal_weight=0 0.120109 0.119101 0.118033 0.117011 0.115457 0.11407 0.00593191 0.108138 0.105814 0.104641 0.102525 0.0302284 0.027831 0.0722963 0.0545782 0.0111003 0.0434779 0.0147399 0.028738 0.0193203 0.00742787 0.0247588 0.0183488 0.0161772 0.00941769 0.0180727 0.0147187 0.0135598 0.0106679
internal_count=3910 3555 3436 3417 3398 3260 3225 580 2645 2588 2556 2469 290 269 2179 1892 520 1372 764 608 365 303 241 218 200 243 338 321 300 286
is_linear=0
shrinkage=0.0037357


Tree=897
num_leaves=31
num_cat=0
split_feature=1 1446 0 3 403 15 2 4 1 0 16 52 3 4 16 47 15 1 1 0 0 50 1212 124 3 4 2 1 1 48
split_gain=0.00223936 0.00333759 0.00305735 0.00474325 0.00342657 0.00384466 0.00519725 0.00299801 0.00305047 0.00306122 0.00296279 0.00282443 0.00274752 0.00356185 0.00456998 0.00274306 0.00522664 0.00330018 0.00315435 0.0030276 0.00297906 0.00272193 0.00377129 0.0026557 0.00324623 0.00278712 0.00377101 0.0024518 0.00258368 0.00316661
threshold=0.094385000000000011 0.091520000000000018 -0.077944999999999987 -0.084129999999999996 -1.0000000180025095e-35 -0.008624999999999999 -1.0000000180025095e-35 -0.0031049999999999997 0.092730000000000021 -0.089539999999999995 -0.057604999999999996 -0.42985499999999993 -0.088024999999999978 -0.48072499999999996 0.24895000000000003 0.09252500000000001 0.035895000000000003 0.11167500000000001 0.11026000000000001 -0.10303999999999998 -0.07883999999999998 0.086465000000000014 -0.50114499999999984 -0.027784999999999997 0.10666500000000002 -0.0025899999999999994 0.099675000000000014 0.09112000000000002 0.085990000000000011 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 -5 7 -7 -6 9 10 27 -2 13 14 -4 16 17 -13 -18 -20 -19 -8 -23 -14 25 -25 -27 28 29 -9
right_child=1 -3 12 4 5 6 21 8 -10 -11 -12 15 23 -15 -16 -17 18 20 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0008085494030095683 -0.0012938331163498667 -0.001287247426795018 -0.0012945940901394968 -0.0012938738619342719 -0.0010943182475340722 -0.0012939252773252195 0.00067298425553950899 0.00016353751124415644 -0.0012592803746734698 -0.0012940962548329362 0.00072016217338682052 0.00096218569863175559 0.0010476630974659809 0.00070402457790821611 0.00078237240806820838 -0.00011091785676500965 -0.0010036405408894141 -4.4785637301400779e-05 0.0012041512094274592 -0.00046511328403323071 0.0010870167864180755 0.0011788999336888244 -0.0012944874800734699 -0.0011528372176487561 0.000332051592981882 0.0012540121681625163 -0.0012938564458752782 -0.001237412518511067 0.00048384350726623495 -0.0012945067470811649
leaf_weight=0.020613982743072246 0.0021288861655861515 0.0026831811005934006 0.003948192921235715 0.0039020216665726073 0.0066064242782077889 0.0030460082780336952 0.022481668330989635 0.0059456817477236933 0.0037529889696088494 0.0029430595626749314 0.0088676443192241584 0.02145774737988404 0.0025590306262870391 0.019584579859014184 0.0032181530067987296 0.028580099911977186 0.0061305202205872433 0.015549176351747459 0.0031819152554817265 0.0042436858583414505 0.0051917144038533562 0.0015897065154604206 0.0029393097400287607 0.0087860710365994521 0.0073680273400213983 0.0022519708177455309 0.001710750211874057 0.0030641204849075612 0.0097036919203219441 0.0042927787425410813
leaf_count=893 143 36 31 256 194 28 209 98 17 92 55 232 18 155 10 209 107 209 18 52 189 9 65 365 19 8 112 7 24 50
internal_value=0 0.000133711 -0.000125449 -0.000255819 -0.000111838 -5.05303e-05 0.000308008 -0.000289073 -0.000151147 -3.1699e-05 8.48638e-05 0.000177807 0.000137652 0.000418472 -0.000361902 0.000214956 0.000382 0.000606499 -0.00031684 0.000250177 0.000238519 0.000488659 -0.000426317 -0.000193634 -0.000351537 -0.00074661 0.000154069 -0.000160009 5.53497e-06 -0.000447791
internal_weight=0 0.0891469 0.149176 0.0997491 0.0791351 0.0752331 0.0300567 0.0451764 0.03857 0.034817 0.0318739 0.0864637 0.0494268 0.0267509 0.00716635 0.0843349 0.0557548 0.0421986 0.0135561 0.0074256 0.0207409 0.0270107 0.00452902 0.0226759 0.0201168 0.0127488 0.00396272 0.0230063 0.0199422 0.0102385
internal_count=3910 1195 2715 1997 1104 848 311 537 343 326 234 1159 718 196 41 1016 807 630 177 70 398 283 74 522 504 485 120 179 172 148
is_linear=0
shrinkage=0.00129368


Tree=898
num_leaves=31
num_cat=0
split_feature=9 15 50 14 480 1374 104 158 156 159 2 2 1184 453 1 150 133 50 15 48 16 43 4 15 43 1 457 151 48 16
split_gain=0.000804592 0.000772765 0.00148247 0.00106824 0.00103884 0.00093302 0.00093153 0.000970929 0.0010356 0.00102044 0.00146349 0.00161211 0.00109135 0.0010229 0.0010425 0.0014058 0.00148185 0.00128511 0.00125542 0.00141283 0.0020048 0.001536 0.00135701 0.00187262 0.00175819 0.00119771 0.00200354 0.001149 0.00114919 0.00101756
threshold=-0.016839999999999997 -0.26361999999999991 0.11843500000000001 -0.46879999999999994 0.08456000000000001 0.09309000000000002 0.081720000000000015 0.085745000000000002 0.10477500000000002 0.087945000000000009 0.097360000000000016 0.085455000000000017 0.083590000000000012 0.093320000000000014 0.085990000000000011 0.093200000000000019 -0.10870499999999998 0.078570000000000015 -0.11739999999999999 0.088875000000000023 -0.083144999999999983 -0.50992999999999988 -0.51381999999999983 1.0000000180025095e-35 0.088185000000000013 0.086560000000000012 0.53894500000000012 -0.086034999999999986 0.11193500000000002 -0.53943499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 12 11 -11 13 14 15 16 -3 18 -18 20 -20 -22 -23 24 -24 -16 27 28 -27 -29
right_child=1 4 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 25 -17 17 -19 19 -21 21 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0034298043214135072 -0.00042814517236007147 -0.0032343598035670627 -0.0020902168960747897 0.0034458280639209017 -0.0038868285648008638 -0.0030820671752401696 -0.0036615303517023154 -0.001728931495623736 -0.0035257130475344319 0.0024113037674981892 0.0032644536081015219 -0.0026506572655812569 -0.0038416942626481603 -0.0035465058592260047 0.0029164211125944878 -0.0033219459536008434 -0.0038872825029808711 -0.0038880680436324051 0.0010284574804132237 0.0021589798091559281 0.0022573972421548404 -0.0038884029578239252 -0.00087304011366769836 -0.0038872123002388105 0.0033944981084993763 0.0034240029407113372 -0.0038585145861525783 0.0038869003925707398 -0.0011951583709840109 0.00015949480815572617
leaf_weight=0.0010052277681298341 0.0015539307094911692 0.0022830477716992972 0.0015531127183407989 0.0034902462334400744 0.0011061335315702961 0.00156373238227303 0.0010730552498898751 0.0048089047359928241 0.0012037165829390508 0.0018480889142291615 0.0036033079640969135 0.0019565432966395235 0.0011090398440316554 0.0011879502089868757 0.0028464103276988331 0.0022937961664410969 0.0011427977233450229 0.0012482329247482929 0.013832822672152009 0.0050328090891937896 0.0019581002573154588 0.0027138431805724247 0.0076840783441305752 0.0024299780063244967 0.0017999254669121001 0.0034491303814405674 0.0016716664581508658 0.0011388020944771418 0.0010647574896438528 0.038820951015317462
leaf_count=121 33 261 24 188 256 53 16 315 162 39 83 99 37 25 25 93 98 188 309 59 21 11 188 342 10 82 10 46 15 701
internal_value=0 -6.22233e-05 0.00123007 0.0022524 -0.00013912 -0.000101353 -5.82759e-05 -2.21839e-05 5.80311e-05 0.000100693 0.00148935 -0.000191825 -9.08479e-06 3.68176e-05 8.33853e-05 -0.00036267 -0.000193502 -1.00469e-05 0.000122232 0.000251481 -6.41164e-05 -0.000975334 -0.00140807 -0.000843086 -6.31237e-05 0.000469602 0.000318673 0.000475685 0.00233441 0.000265721
internal_weight=0 0.117469 0.00659729 0.00504418 0.110872 0.109765 0.108202 0.107129 0.10232 0.101116 0.00740794 0.00380463 0.0937081 0.0925991 0.0914111 0.0424194 0.0401256 0.0378426 0.0365944 0.0354516 0.0304187 0.0165859 0.0146278 0.011914 0.009484 0.0489917 0.0461453 0.0444736 0.00451389 0.0399598
internal_count=3910 3789 245 221 3544 3288 3235 3219 2904 2742 221 138 2521 2484 2459 1580 1487 1226 1038 940 881 572 551 540 198 879 854 844 97 747
is_linear=0
shrinkage=0.00388662


Tree=899
num_leaves=31
num_cat=0
split_feature=0 4 43 12 160 403 3 133 42 133 129 39 1 38 48 52 50 1 49 148 2 16 14 376 454 42 33 483 52 151
split_gain=0.00273639 0.00401456 0.00463949 0.00368747 0.00333361 0.00326833 0.00419846 0.00326417 0.00341283 0.00306459 0.00296879 0.00297657 0.00318631 0.00315217 0.00309655 0.00432937 0.00350625 0.00402154 0.00444836 0.00420807 0.00418429 0.00337056 0.00301262 0.00295479 0.00278312 0.00274341 0.00266015 0.00267559 0.00263043 0.00264643
threshold=-0.017269999999999997 -0.49837999999999999 -0.46376499999999993 0.08598500000000002 -0.40446999999999994 -1.0000000180025095e-35 -0.097604999999999983 -0.26719999999999994 -0.11403999999999999 -0.083144999999999983 -1.0000000180025095e-35 0.005105000000000001 0.086245000000000002 0.13905500000000001 0.12649500000000002 0.024145000000000003 0.11515000000000002 0.10420500000000001 -0.084114999999999981 -0.07964499999999998 0.10457000000000001 0.050115000000000007 0.087575000000000014 0.048375000000000008 -1.0000000180025095e-35 0.088235000000000022 -0.007134999999999999 0.085195000000000007 -0.094124999999999986 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 -7 -9 -5 -10 14 -13 22 16 -16 17 18 25 -19 -21 -22 -14 -4 -20 -12 -26 28 -28 -30
right_child=1 3 23 9 5 7 -8 8 10 -11 11 12 13 -15 15 -17 -18 19 24 20 21 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0010323005003589213 0.00078417809223002457 0.00091622032606253703 -0.0011114867164495885 0.0011181073529326765 0.00051251813827669728 -0.00095879226470207523 -0.00096034109245048073 -0.0007276380293849429 -0.0011265189483839369 -0.00013855771028718625 -0.00081367942201128344 -0.0007544611720076785 0.0010135113370224374 -0.0011266201607168821 -0.00099376486980808651 0.00044081548755694089 -0.0011264959679235164 -0.0008827241005125528 -0.0011266782942406964 8.4962636452773178e-05 0.0010617208606630872 -1.24089530155386e-05 -0.000931844676627587 0.00032066032814410196 -0.0011266394419859431 0.00027476133036817031 -0.00041858717244669451 -0.0009501418656985808 0.00025816342943188106 -0.00051661225043714298
leaf_weight=0.0045472871451455168 0.0036591378302546227 0.012941254017714954 0.0066228412765596545 0.0030528710704942333 0.0032500830825377145 0.004631237061521353 0.010032177384341701 0.0079169369071889761 0.002792005233004601 0.01270476011552546 0.013354869216254173 0.0022183451370949561 0.012041782547797197 0.0011092454951722184 0.0084856595803586288 0.0038920620321079022 0.003197448834642457 0.0032183676165118405 0.0025012875612446797 0.019763602923219992 0.015807403554294552 0.0048399664501914677 0.0011021226500815837 0.0025235132958414397 0.0022778599168304927 0.0037652970595445359 0.009650795424178682 0.0029560929685255024 0.077648576047248064 0.0060258425214385616
leaf_count=283 9 168 135 7 87 207 772 114 53 109 89 16 250 4 58 13 89 18 51 118 149 26 7 18 22 20 228 181 579 30
internal_value=0 0.000236783 -0.000287579 0.000470755 -7.77205e-05 -5.82096e-05 -0.000599942 -2.38141e-05 -2.64682e-06 0.000104908 2.65408e-05 4.31477e-05 0.000501116 0.000696532 6.22038e-07 -0.000542674 4.13764e-05 6.44541e-05 -4.34243e-05 0.000356669 0.000455375 0.000809933 0.000850392 -0.000716352 4.6508e-05 -0.000574295 7.62817e-05 0.000104741 0.000138155 0.000202368
internal_weight=0 0.0415044 0.0128055 0.0286989 0.227026 0.222479 0.0132823 0.209197 0.204566 0.0157576 0.196649 0.193857 0.0164715 0.0142532 0.177385 0.0123777 0.165007 0.16181 0.118181 0.0436293 0.040411 0.0206474 0.0131439 0.00914635 0.10106 0.0171202 0.0985592 0.0962813 0.0933252 0.0836744
internal_count=3910 446 162 284 3464 3181 859 2322 2115 116 2001 1948 277 261 1671 71 1600 1511 1200 311 293 175 257 153 1091 109 1040 1018 837 609
is_linear=0
shrinkage=0.00112622


Tree=900
num_leaves=31
num_cat=0
split_feature=1186 151 4 11 403 484 150 1 482 474 9 33 11 1374 155 1366 13 43 481 4 40 16 0 0 132 124 13 159 0 15
split_gain=0.000744618 0.000732725 0.000845135 0.0016441 0.00103347 0.00133777 0.000954269 0.00108793 0.000940413 0.000874118 0.000850578 0.000955722 0.0010212 0.000860686 0.000870851 0.000785861 0.00084554 0.00208709 0.00135701 0.00124692 0.00115791 0.00109996 0.00197598 0.00101875 0.00113273 0.000857847 0.000934114 0.00191716 0.0013234 0.0012784
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 0.073820000000000011 0.081245000000000026 0.11235500000000002 0.092060000000000017 0.094055000000000014 0.091655000000000014 0.084300000000000014 -1.0000000180025095e-35 0.09309000000000002 0.10222000000000002 -0.081619999999999984 0.17936000000000002 -0.15426499999999996 -0.0079799999999999992 -0.51381999999999983 0.096535000000000024 0.22945500000000005 -0.10303999999999998 0.16242500000000001 0.097230000000000025 -0.036134999999999994 -0.094679999999999986 0.093320000000000014 0.14676000000000003 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -4 9 10 11 12 -6 14 15 -14 17 -17 -19 -20 23 22 -18 24 25 -21 -27 28 29 -28
right_child=1 2 6 -5 8 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 16 21 18 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0038503041137376492 -0.0037689888226002189 -0.0033250840144010111 -0.0010037502570632417 -0.0035763591779270046 0.0044663286285965441 0.0017589599159287454 0.0044648296303157493 0.002060080539073869 -0.0041711099014191868 -0.0034925307139539682 -0.0038900489110980656 -0.0039211986304974232 -0.0035213584092764791 -0.0034731851099775932 -0.00357094779868284 0.0035987119406805496 0.0014587801419699274 -0.0038840972537334019 -0.0035837986505279475 0.0031218386254064784 -0.0029989159467286729 0.00084203898785788287 -0.0041647270062830652 0.0039670879329877697 -0.0040455868726653596 0.0015933522041807024 0.00082906684152608812 -0.0038451817286838477 -0.0044661591144444252 -0.0013333142945119254
leaf_weight=0.0010117183299037649 0.0010209152052915718 0.0037882664171670069 0.0042132305237601031 0.0026337372530269567 0.0011532522185007102 0.001417636613084694 0.0015444380721341142 0.0051138250341233871 0.0010157508044850707 0.0012969153692923277 0.0010035579407485775 0.0010860006341175668 0.0010381015375529037 0.0012283245844884041 0.0011496051148576205 0.0042107934347690437 0.0019233993112948156 0.0014671479261815215 0.0014930234161418662 0.0026169524997676765 0.0017960877818268264 0.0042739145438872583 0.0035331618134346598 0.001778634193883021 0.0010551064418473635 0.012719739314015044 0.040492945491787294 0.0021911266932024267 0.0010775880933238105 0.0062968106676337668
leaf_count=163 65 729 57 157 7 59 98 269 126 117 17 35 43 43 92 52 10 239 40 97 20 34 79 18 50 183 619 146 8 238
internal_value=0 -3.48666e-06 3.00557e-05 -9.40533e-05 -3.3398e-06 -0.00194063 0.00121432 0.000676083 0.000101828 0.000147571 0.000198016 0.00024233 0.000291748 0.000238458 0.000289619 0.000340072 0.000386186 0.000542513 0.00036619 0.000453382 0.00053946 -0.000854021 -0.00218248 0.000632605 0.000543353 0.000617393 0.000512993 0.000238477 0.000425406 0.000538061
internal_weight=0 0.11563 0.114609 0.103738 0.101104 0.0052059 0.0108715 0.00932706 0.0958979 0.0948822 0.0935853 0.0925817 0.0914957 0.0903425 0.0891141 0.0879645 0.0869264 0.077196 0.0729852 0.071518 0.070025 0.00973048 0.00545656 0.0682289 0.0664503 0.0653952 0.0627782 0.0500585 0.0478673 0.0467898
internal_count=3910 3747 3682 3258 3101 788 424 326 2313 2187 2070 2053 2018 2011 1968 1876 1833 1710 1658 1419 1379 123 89 1359 1341 1291 1194 1011 865 857
is_linear=0
shrinkage=0.0044645


Tree=901
num_leaves=31
num_cat=0
split_feature=1213 1429 15 50 480 15 2 33 9 2 11 11 403 1374 146 2 50 50 401 0 148 1 0 15 15 0 454 123 123 158
split_gain=0.000734293 0.000700989 0.000859319 0.00178014 0.00102908 0.00084993 0.00119814 0.00107152 0.00168377 0.00134263 0.00103377 0.000854661 0.000784932 0.00076985 0.000767561 0.000988639 0.00126669 0.00138352 0.00157307 0.00125704 0.00109809 0.000973336 0.00290323 0.00140878 0.00181762 0.000926804 0.000850245 0.000933928 0.00098905 0.00150993
threshold=-0.082704999999999987 -1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08456000000000001 -0.19153499999999998 -0.13811499999999996 -0.007134999999999999 0.091370000000000021 -0.048654999999999997 -1.0000000180025095e-35 0.087830000000000005 -0.092224999999999988 0.09309000000000002 0.084635000000000002 0.10946500000000002 0.10119500000000002 0.10030500000000002 0.085435000000000011 0.37339500000000009 -0.084284999999999985 0.10420500000000001 0.10302000000000001 -0.074174999999999977 -0.017214999999999998 0.18055000000000002 -1.0000000180025095e-35 0.092740000000000017 0.08363000000000001 0.084965000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 9 -9 -11 12 -12 14 15 16 17 18 19 20 -14 22 -17 -23 -25 26 -22 28 29 -28
right_child=1 2 4 -5 -6 6 7 8 -10 10 11 -13 13 -15 -16 21 -18 -19 -20 -21 25 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0030051403557831285 -0.0022081638303470428 0.0027919156384033244 -0.0020023433357232185 -0.0018832325091733672 -0.003662635248116644 0.0031034580493392483 -0.0031995600449120001 -0.0034980575011856942 0.0036681229440388499 0.0036638025239090401 -0.0023334303202496983 -0.0026563870375837075 -0.0031603415536491735 -0.0026412636408328183 -0.0030242228720458661 -0.0021805213597199794 -0.0036570841988031173 0.0036650603053575608 -0.0036321304630741254 -0.0036643021634887832 -0.0030668550593737341 0.0036178981513099312 0.0029428430050622641 -0.0013401237744647342 0.0028669157069035707 0.0036639149236405702 0.00031524157722425522 -0.003035893525099784 0.003333680488370665 -0.0024875323650540852
leaf_weight=0.0011014611839550428 0.0018961124564706991 0.0038515356381481061 0.0027654474976046553 0.0015250269301532171 0.0010387494305548186 0.0017009854247582714 0.0013814700488623535 0.0014619724290696459 0.0016941810260959747 0.0010435443091409971 0.0018254698643657133 0.0015989544759893439 0.0013301306018700379 0.0013612156508102649 0.0010204211668209942 0.0036549205814262473 0.0012528231428474692 0.0013982238597236565 0.0015758252462871871 0.00118899974040687 0.0010861780185993366 0.0034715479728220098 0.0024972751294285445 0.0029250521653949599 0.0026036518850975892 0.0010204753903053634 0.058915312651054652 0.0011738953256781306 0.0013746188732106637 0.0026962373173566858
leaf_count=355 181 274 97 22 237 56 31 25 7 7 380 67 61 50 21 168 231 2 91 3 43 84 19 47 60 7 1031 20 57 176
internal_value=0 -1.68463e-07 3.7742e-05 0.00146584 -3.53442e-05 8.78509e-07 5.55908e-05 3.51393e-06 4.85879e-05 -1.4973e-05 3.86205e-05 -1.63693e-06 4.43165e-05 9.22531e-05 0.000133974 0.000170527 -6.15163e-06 5.75883e-05 -1.40992e-05 6.87868e-05 0.00013445 0.00102186 -0.000100865 0.00178931 0.000641112 0.000200585 0.000146417 0.000200815 0.000261139 0.000192587
internal_weight=0 0.11233 0.110434 0.00537656 0.105058 0.104019 0.101253 0.0995524 0.0981709 0.0964767 0.0950148 0.0939712 0.0923723 0.0905468 0.0891856 0.0881652 0.0730127 0.0717599 0.0703617 0.0687858 0.0675968 0.0151524 0.0061522 0.00900025 0.0055287 0.0662667 0.0652462 0.0641601 0.0629862 0.0616115
internal_count=3910 3555 3374 296 3078 2841 2744 2688 2657 2650 2625 2618 2551 2171 2121 2100 1722 1491 1489 1398 1395 378 187 191 107 1334 1327 1284 1264 1207
is_linear=0
shrinkage=0.00366245


Tree=902
num_leaves=31
num_cat=0
split_feature=39 51 1 124 0 13 13 122 16 457 132 16 52 0 16 3 43 4 160 457 1429 2 394 44 50 0 33 13 0 0
split_gain=0.00287833 0.00379043 0.00323149 0.00337231 0.00301156 0.00292839 0.00337079 0.00280209 0.0027104 0.00225961 0.0038966 0.00274375 0.00266066 0.00368148 0.00438045 0.00562263 0.00436449 0.00350665 0.00533642 0.00371897 0.00353404 0.00366066 0.00345136 0.00363268 0.00310058 0.00277043 0.0034335 0.00312343 0.00258248 0.00335442
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 -0.087894999999999987 0.024745000000000003 -0.094679999999999986 -0.084184999999999996 0.089350000000000013 0.056750000000000009 0.081330000000000013 0.079995000000000011 0.41022000000000008 0.071660000000000015 -0.082074999999999995 -0.19424999999999998 -0.089974999999999986 -0.50992999999999988 0.05309500000000001 -0.081069999999999989 -0.23224999999999998 0.084710000000000021 0.091025000000000009 -0.39356499999999994 0.13998500000000003 -0.26936999999999994 -0.11524 -0.007134999999999999 -0.062819999999999987 -0.07773999999999999 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 8 -5 -7 10 12 28 17 14 -14 -16 -15 18 20 -20 21 -8 -18 -24 -21 -19 -27 -28 29 -12
right_child=1 2 3 7 -6 6 9 -9 -10 -11 11 -13 13 16 15 -17 22 25 19 24 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00022705282952340799 -0.0012439335923651082 -0.0010214939431592498 -0.00018036009860404796 0.0011454601285048435 0.00064199389534690381 -0.0010836271506217902 -0.0012437757394621557 -0.00052413767308445475 0.00093024734875776782 0.0001754582969512021 0.0011640119914374028 -0.0012275878524849666 -0.00086090179112170468 0.00073375679278613005 -0.0012437216000176022 0.00087870186390508719 0.0012450798875741562 -0.00048676881084612923 0.00088121039961036411 0.0011515793829533095 0.0011221593689674514 0.00053486763237539019 -0.00105014682258874 0.001244890576679552 -0.00098243602113450251 -0.0012424150199648787 -0.001243769883918267 0.00062281689304570932 0.0010571239990785207 -0.0012157332968025791
leaf_weight=0.041426873985859203 0.002181643543700317 0.0038212285472809518 0.0051999505320736673 0.014679401616813696 0.0030067058667100355 0.0087235739350202124 0.0035693213920886535 0.0017382514188284395 0.0011721222163565423 0.03654129897305225 0.001605454082934445 0.0013231594929550292 0.0037321963240124481 0.0042885260039611231 0.0021985167148841347 0.015793189576757349 0.0013129538856446752 0.013470667573955097 0.0018795232190313973 0.0010870297555101152 0.0038743712434268218 0.0035870992451449979 0.01302110147436597 0.0011614657705649742 0.033322317490505071 0.0020970844615248998 0.0015294731703967531 0.014784159446566749 0.0080552147329520096 0.0021319920655056271
leaf_count=443 20 61 54 295 17 508 77 12 50 179 18 26 25 12 91 260 1 84 7 12 18 19 427 1 798 8 58 124 93 112
internal_value=0 0.000335611 0.000456755 0.000692293 -0.000288971 -7.10593e-05 -0.00013957 0.000968688 -0.000845088 -9.859e-05 -0.00017342 0.000470264 -0.00024336 1.16461e-05 0.000365041 0.00061935 -0.000376399 -0.000377005 -0.000591765 -0.000821987 0.000165614 -0.000352245 -0.000683645 -0.000862197 -0.00091502 -5.82484e-05 0.000255289 0.000447816 0.000660766 -0.000193492
internal_weight=0 0.0306272 0.0284455 0.0216176 0.00682793 0.221689 0.180262 0.0164177 0.0098957 0.170366 0.133825 0.0131158 0.120709 0.0415079 0.0217239 0.0179917 0.019784 0.079201 0.0473197 0.0362889 0.0110308 0.00715642 0.0154955 0.0141826 0.0344093 0.0318814 0.0184107 0.0163136 0.0117927 0.00373745
internal_count=3910 459 439 361 78 3451 3008 307 558 2450 2271 249 2022 817 376 351 441 1205 931 817 114 96 429 428 810 274 190 182 223 130
is_linear=0
shrinkage=0.00124344


Tree=903
num_leaves=31
num_cat=0
split_feature=4 11 403 151 474 3 15 4 128 4 48 147 474 4 38 124 483 33 9 9 1213 149 39 13 43 3 150 160 133 483
split_gain=0.00243593 0.00361101 0.00279754 0.00277136 0.00274599 0.0027018 0.00385498 0.00370797 0.00325526 0.00265095 0.00249961 0.00274925 0.00249628 0.00241812 0.00243221 0.0032072 0.00323991 0.00317027 0.00334299 0.00274417 0.00278042 0.00242639 0.00228972 0.00597075 0.00271612 0.00216391 0.00220053 0.00357991 0.00250435 0.00245417
threshold=0.27608500000000008 0.08184000000000001 -0.092224999999999988 -0.27336999999999995 -1.0000000180025095e-35 -0.10628499999999998 0.079360000000000014 -0.48072499999999996 0.086435000000000012 -0.16401499999999997 -0.09386499999999999 0.088565000000000019 0.09018000000000001 -0.51381999999999983 0.10777500000000002 -0.048219999999999992 0.086245000000000002 -0.007134999999999999 0.091370000000000021 0.084755000000000011 -1.0000000180025095e-35 0.075040000000000009 0.16168500000000002 0.16421000000000002 -0.16369999999999998 0.30601500000000009 -0.20684999999999998 -0.10117499999999999 -0.26719999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 7 -4 10 -8 -7 12 13 -12 15 -15 17 -17 19 20 -19 22 23 24 -22 26 -26 -28 -29 -30
right_child=3 -3 5 4 -6 8 9 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0009818343894970479 -0.0010831348601520012 -0.00095400052454761952 -0.00022578961498457648 -0.0011967274516637202 0.00052521986293370122 -0.00091197819384609665 0.00089022866718215443 0.00077441173812818653 -0.0011953429635747704 -0.00072994619214603279 -0.00096701974346319309 0.0009372719308643725 -0.001002594628162899 0.00065323638415975313 -0.0010294180340453508 -0.0011746550109301348 -0.0010722863802439175 -0.0011952756879964328 0.0011989043996844112 -0.0011232798635447989 0.00094991319461576777 -0.0011954822578398936 0.0011961514733681005 -0.0011943030346808204 0.0010152587125400409 0.0011953258754462373 -0.00094049406635083644 -0.0011953808460014972 -0.00086267096782593718 0.00011585659041787041
leaf_weight=0.0043779995525872186 0.0018657204932424057 0.0062864047845394557 0.0072230169979548 0.0014024526244611471 0.023306631102890663 0.0047107697763522074 0.0018117220154181268 0.019827816837569401 0.0036319026947762003 0.0070791341396230223 0.0038545014871047547 0.0041010886822689932 0.0038643692830335743 0.010398257843668546 0.0032739711035105748 0.0032302367685588243 0.0041657212103229915 0.0026413486106662267 0.0033700993662932879 0.0030693368353240649 0.0050854735872007941 0.0022235113173501011 0.0025010664330693535 0.0053545925726439228 0.0031887291338534842 0.0023445460072935012 0.0054086484765321066 0.0022398793900180172 0.003794608193504522 0.10404610740126152
leaf_count=446 20 160 20 4 417 44 6 110 188 76 45 59 161 146 24 22 225 417 2 16 17 24 15 24 8 47 212 102 149 704
internal_value=0 -6.04852e-05 -3.57209e-05 0.000321429 0.000427485 -1.70998e-05 0.000282944 0.000507342 -7.49236e-05 -0.000399797 -5.2671e-05 -2.99494e-05 -5.27391e-05 -3.11715e-05 -9.48515e-06 1.09931e-05 -3.27514e-05 -3.59003e-06 2.24502e-05 -5.49075e-06 1.92223e-05 4.27774e-05 6.33299e-05 4.17781e-05 9.42625e-05 5.83073e-05 3.58449e-05 8.80271e-06 5.5445e-05 8.1425e-05
internal_weight=0 0.233105 0.226818 0.0265748 0.0247091 0.22244 0.0359417 0.0270508 0.186499 0.00889086 0.182867 0.178156 0.174055 0.170191 0.166336 0.163062 0.152664 0.148498 0.145268 0.141898 0.138829 0.136187 0.133964 0.131463 0.126108 0.121023 0.118678 0.115489 0.110081 0.107841
internal_count=3910 3469 3309 441 421 2863 212 130 2651 82 2463 2419 2360 2199 2154 2130 1984 1759 1737 1735 1719 1302 1278 1263 1239 1222 1175 1167 955 853
is_linear=0
shrinkage=0.00119516


Tree=904
num_leaves=31
num_cat=0
split_feature=1 52 1446 12 40 0 4 43 3 2 3 51 3 48 1186 4 1212 376 151 151 47 16 4 16 133 16 42 3 4 16
split_gain=0.00245297 0.00296334 0.00301569 0.00267823 0.00468941 0.00266051 0.00264138 0.00425714 0.00272133 0.00436478 0.00297601 0.00232554 0.00294844 0.00390319 0.00275243 0.00235839 0.00226311 0.00224734 0.00222866 0.00218672 0.00217679 0.0031278 0.00371702 0.00214217 0.00208756 0.00315484 0.00208525 0.00287366 0.00204854 0.00198191
threshold=0.094385000000000011 -0.42985499999999993 0.091520000000000018 -0.071274999999999991 0.34489500000000001 -0.071924999999999989 -0.49837999999999999 -0.46376499999999993 -0.100615 0.10705000000000002 -0.078669999999999976 0.092720000000000011 0.084925000000000014 0.084500000000000006 0.085080000000000003 0.0021050000000000005 -0.5172699999999999 0.088135000000000005 -0.40391999999999995 -0.093064999999999981 0.09550500000000002 -0.014099999999999998 0.15927500000000003 -0.08909499999999998 -1.0000000180025095e-35 -0.078844999999999985 0.084175000000000014 -0.080664999999999987 -0.08422499999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 11 7 -7 -8 10 -10 12 14 -14 15 16 -1 -9 -5 -20 21 22 -17 -16 -18 26 27 28 -26 -12
right_child=1 2 -4 18 -6 6 8 17 9 -11 29 -13 13 -15 23 20 24 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010241065400302682 -0.0011953379095807363 0.00099303446524177832 -0.0011885523542632867 -0.0011445127096040807 -0.0011954790545891628 0.00086579633646116422 0.0007375664009962857 -0.0011956861944904763 -0.0011958455805824756 -0.0011956045849299186 -0.00020163100200797503 -0.0011954398453172341 0.0007867139443367185 -0.00016936063325772443 0.00093727518560960071 -0.0011957977511481441 -0.0011953515506528921 0.00032974791232169922 0.0010678978853696436 0.00010310499498136933 0.00070616125081525514 0.00038428265047238072 -5.1278412943236787e-05 -0.00065827534500252432 -0.00063047426563420106 -0.00083146479663618396 -0.0010944836953202528 -0.0011962791025285884 0.001039540866707056 0.0010002482072383925
leaf_weight=0.0011684211968372429 0.0023264877752353632 0.011034237066578356 0.0022645148689228725 0.0019430891164802224 0.0016015089204302066 0.0029235282017907593 0.01309716267210348 0.0057792970443699687 0.0015066699335832831 0.0034132995478541881 0.0028722989372909069 0.0034055431412016715 0.0089409848765171773 0.019191649043705183 0.0040491484610853945 0.0073144216360905281 0.0080975602212345343 0.001812086149584502 0.0035416168790334259 0.063903714063261674 0.0037544051489390986 0.0071793696421096334 0.0090907695156765556 0.0017093398503362769 0.0013399789281329788 0.015320957429354468 0.0018429190361679559 0.0014428465924538579 0.0048347538330046902 0.006169010297057298
leaf_count=27 144 330 35 24 8 9 74 87 65 206 6 180 41 39 27 154 597 3 33 621 21 71 109 39 76 707 73 7 43 54
internal_value=0 0.000135281 0.000172008 0.00020957 0.000715653 -0.000121951 0.000148701 -0.000359633 0.00034624 -2.08652e-05 0.000359278 -0.000225001 -0.000190314 0.000134495 -0.000326403 -0.000400517 -0.000610433 -0.00083156 0.000117411 0.000153767 -0.000139091 -0.000273646 -0.000561574 0.000463655 -0.000668519 -0.000496372 4.62988e-05 0.000322288 0.000677131 0.000618428
internal_weight=0 0.0866152 0.0842887 0.0820242 0.0126357 0.136256 0.0375734 0.0105149 0.0270584 0.0139613 0.010548 0.0986831 0.0952775 0.0281326 0.0671449 0.0613864 0.0340474 0.00759138 0.0693884 0.0674453 0.027339 0.0235846 0.0164052 0.00575849 0.032879 0.0247815 0.0094605 0.00761758 0.00617473 0.00904131
internal_count=3910 1195 1051 1016 338 2715 504 99 405 331 125 2211 2031 80 1951 1885 1530 90 678 654 355 334 263 66 1503 906 199 126 119 60
is_linear=0
shrinkage=0.00119516


Tree=905
num_leaves=31
num_cat=0
split_feature=123 367 123 133 124 160 483 3 1366 158 15 155 1213 3 1374 33 4 151 1 15 151 1374 42 1 394 16 0 4 52 1429
split_gain=0.000726236 0.000726958 0.000822293 0.00190243 0.00109738 0.00101389 0.00100682 0.00120962 0.00116008 0.00108343 0.00119168 0.0011238 0.000853573 0.000872038 0.000826814 0.000846345 0.000997619 0.0011353 0.0026844 0.00238593 0.00147079 0.00236297 0.00130057 0.00186283 0.00246235 0.00127204 0.00137289 0.00146745 0.00217764 0.00144971
threshold=-0.041524999999999992 -0.072424999999999976 1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 -0.082109999999999975 0.088030000000000011 0.30601500000000009 -1.0000000180025095e-35 0.087355000000000016 -0.11219499999999999 0.10222000000000002 -1.0000000180025095e-35 -0.093619999999999995 0.086000000000000007 -0.007134999999999999 0.015635000000000003 0.056555000000000001 0.077350000000000016 0.090505000000000016 0.032230000000000009 -0.094679999999999986 -1.0000000180025095e-35 0.089605000000000018 -0.083449999999999983 -0.069144999999999984 -0.070894999999999986 -0.49837999999999999 0.10599500000000002 0.084545000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 7 8 -6 11 -11 12 13 -10 15 -14 17 19 -19 20 21 -17 23 24 -23 -24 29 28 -28 -27
right_child=1 2 3 5 6 -7 -8 -9 9 10 -12 -13 14 -15 -16 16 -18 18 -20 -21 -22 22 25 -25 -26 26 27 -29 -30 -31
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leaf_count=41 20 36 37 38 44 250 320 107 73 33 232 168 28 441 69 33 407 29 34 384 5 72 240 36 277 279 52 60 14 51
internal_value=0 -5.92719e-05 -3.17188e-05 0.00113358 -0.000106629 0.00197264 -6.36637e-05 -4.3033e-06 -4.56654e-05 -4.93753e-06 -0.00187521 6.51616e-05 0.000105281 -0.00185152 0.000160669 0.0002118 0.000261919 -1.37644e-05 -0.00146299 0.000153006 0.0004023 0.000275343 0.000449237 -0.000887502 -0.00168191 0.00072865 0.000190776 0.000967371 -0.000705162 -0.000825114
internal_weight=0 0.113314 0.112199 0.00677699 0.105422 0.00559822 0.103875 0.100799 0.0996064 0.0984294 0.00355592 0.0948735 0.0938034 0.00258207 0.0912213 0.0890645 0.0871307 0.05595 0.00577402 0.0501759 0.0452146 0.0434088 0.0414745 0.00717042 0.00595577 0.034304 0.0207271 0.011747 0.00407873 0.00898001
internal_count=3910 3869 3849 325 3524 288 3488 3168 3061 3017 265 2752 2584 514 2070 2001 1973 1566 63 1503 1119 1114 1081 385 349 696 456 126 66 330
is_linear=0
shrinkage=0.00345121


Tree=906
num_leaves=31
num_cat=0
split_feature=39 51 1 48 51 2 1 1 4 0 124 122 47 1 14 474 3 15 16 160 1375 133 457 0 0 1 51 0 3 403
split_gain=0.0021099 0.00315219 0.00335442 0.00299194 0.00325693 0.00418228 0.00333275 0.00262863 0.00251886 0.00245248 0.00236576 0.00253907 0.0023361 0.00247606 0.0023731 0.00188673 0.00197275 0.00256699 0.00304124 0.00245331 0.00287724 0.00336695 0.00267286 0.00260221 0.00330313 0.0030569 0.00483178 0.00302482 0.004465 0.00322041
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 0.11930500000000001 0.13741000000000003 0.11542500000000001 0.10593500000000002 0.13837000000000002 -0.068329999999999988 0.024745000000000003 -0.087894999999999987 0.089350000000000013 0.13206500000000002 0.12958500000000003 0.077685000000000018 -1.0000000180025095e-35 0.10420500000000001 -0.097794999999999979 0.24895000000000003 -0.092169999999999988 -0.012944999999999998 -0.031394999999999992 -0.0015249999999999997 -0.10575999999999998 -0.10209999999999998 1.0000000180025095e-35 0.08955500000000001 -0.10071499999999999 -0.100615 0.088015000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 4 5 12 8 -5 -7 -3 -4 -12 13 14 15 -1 19 -18 -19 20 -17 -22 -21 25 -25 -24 -27 -26 29 -29
right_child=1 2 10 7 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 18 -20 22 21 -23 23 24 27 26 -28 28 -30 -31
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leaf_weight=0.002565050754645525 0.0018932131899269669 0.0035060803601254511 0.0041655529615596222 0.012917648247778857 0.0036722140562988051 0.0011712637104324131 0.0091024487895658979 0.0026817972270691834 0.0027340470224452859 0.0022724727280092338 0.012581977190386343 0.0015530581204075142 0.0025391879201492875 0.0043550018051128339 0.0035985395933799671 0.0014684489484970706 0.0043849342027897356 0.0093314523841740993 0.0036674695779765907 0.0064921368225019363 0.0025409001233125403 0.0079244636601671914 0.0075211786002142835 0.0038027532114881515 0.0063486150503422314 0.024742901438230547 0.0073938707115246407 0.019282754676900986 0.047366974996411855 0.0020787977366545354
leaf_count=128 20 61 54 97 106 8 172 18 133 17 295 12 20 46 102 23 22 62 14 174 52 306 70 28 17 93 16 188 1534 22
internal_value=0 0.000301077 0.000422544 -7.56727e-05 -3.13654e-05 -7.7688e-06 0.000671406 -0.000598532 -0.000289491 -0.000403375 0.000683334 0.000926032 -6.05421e-05 -4.23129e-05 -6.74134e-05 -4.45171e-05 -2.69399e-05 0.000367646 0.000645165 -7.70219e-05 -0.000615684 -0.000844389 -2.56079e-05 1.69395e-05 -0.000113693 0.000276768 0.000443778 -5.64263e-05 -0.000132283 0.00033966
internal_weight=0 0.0259724 0.0240791 0.199685 0.184085 0.180413 0.0130078 0.0155994 0.00390531 0.00577855 0.0183006 0.014135 0.167405 0.164866 0.160511 0.156913 0.154348 0.0173839 0.0129989 0.136964 0.0119338 0.0104654 0.12503 0.118538 0.0788799 0.039658 0.0321368 0.0750771 0.0687285 0.0213616
internal_count=3910 459 439 3451 3336 3230 313 115 141 78 361 307 2917 2897 2851 2749 2621 98 76 2523 381 358 2142 1968 1789 179 109 1761 1744 210
is_linear=0
shrinkage=0.00124344


Tree=907
num_leaves=31
num_cat=0
split_feature=31 2 2 1 3 11 51 160 0 0 0 130 2 1374 15 3 474 160 150 15 4 4 3 13 3 448 3 48 16 1
split_gain=0.00217753 0.00242851 0.00372891 0.00372135 0.00543801 0.00628836 0.00374168 0.00334523 0.00293615 0.003394 0.00282703 0.00370768 0.00394152 0.0033054 0.00360279 0.00475283 0.00276668 0.00399093 0.00268463 0.00266581 0.00392331 0.00262068 0.00254927 0.0034065 0.00328633 0.00248517 0.00233455 0.00310372 0.00231852 0.00229021
threshold=-1.0000000180025095e-35 0.086650000000000019 0.087005000000000013 0.088010000000000019 0.082730000000000012 0.08184000000000001 0.086360000000000006 0.086110000000000006 1.0000000180025095e-35 -0.10575999999999998 -0.077944999999999987 -1.0000000180025095e-35 0.095195000000000016 -1.0000000180025095e-35 0.088190000000000004 -0.08323499999999999 0.084655000000000022 -1.0000000180025095e-35 0.08926000000000002 -0.11739999999999999 0.15927500000000003 0.28937500000000005 -0.5217799999999998 0.17936000000000002 -0.10628499999999998 -0.082054999999999989 0.096385000000000012 0.12862000000000004 0.67964000000000013 0.14000500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 6 5 25 10 8 9 16 13 -12 -13 -4 -15 -16 17 -2 29 -19 -21 -7 -14 24 -24 -5 -20 -28 -11 -6
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leaf_count=113 51 56 33 4 197 101 217 120 74 1167 21 113 9 560 70 115 13 26 10 40 17 35 16 19 316 249 82 8 6 52
internal_value=0 -0.000277729 -0.000179106 -0.000217024 5.6574e-06 0.000543812 -0.000405959 -0.000448001 -0.000368653 -0.000423448 -0.000322815 -8.78634e-05 4.16187e-05 -0.000596497 -0.000696759 -0.000119108 -2.89731e-05 -0.000202235 -0.000243233 7.22442e-05 0.000385025 -0.000481309 -0.000227369 -0.00033378 -8.13725e-05 0.00102159 0.000200681 0.000533434 -0.000610651 -0.000461081
internal_weight=0 0.261981 0.165893 0.160236 0.0735492 0.0232587 0.0866864 0.0960874 0.0873658 0.0832597 0.0796451 0.0428549 0.0387137 0.0367902 0.0346501 0.0125022 0.0267956 0.0230898 0.0502904 0.0186117 0.0135157 0.00739409 0.0278056 0.0260309 0.0205171 0.0158646 0.0165553 0.0115494 0.0564641 0.0337351
internal_count=3910 3797 2283 2227 738 389 1489 1514 1394 1320 1272 494 473 778 745 185 147 134 349 83 57 136 360 351 332 253 100 90 1173 249
is_linear=0
shrinkage=0.00134594


Tree=908
num_leaves=31
num_cat=0
split_feature=1 1 51 0 1446 52 47 15 15 9 151 15 3 151 15 47 1 0 156 51 49 132 49 3 13 13 12 1213 129 129
split_gain=0.00355714 0.0042434 0.00381634 0.00429816 0.00367416 0.00353665 0.00352059 0.00503898 0.00365197 0.00336198 0.0030662 0.0055342 0.00296491 0.00290501 0.0029206 0.00541516 0.00332841 0.00400179 0.00322489 0.0035009 0.00285493 0.00276216 0.00263477 0.00417666 0.00239837 0.00343983 0.00322445 0.00335358 0.0028885 0.00243549
threshold=0.094385000000000011 0.093000000000000013 0.08955500000000001 -0.23029999999999998 0.091520000000000018 -0.42985499999999993 0.09550500000000002 -0.0063699999999999989 -0.10312999999999999 0.081505000000000008 -0.029339999999999995 -0.088379999999999986 -0.078494999999999995 -0.40391999999999995 0.035895000000000003 0.08801500000000001 0.11026000000000001 -0.10303999999999998 0.11896500000000002 0.12342500000000002 0.082865000000000008 -1.0000000180025095e-35 0.12114500000000002 -0.080884999999999985 -0.5337599999999999 -0.45122499999999993 0.10129000000000001 0.041025000000000006 0.093990000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 10 -8 21 11 -5 22 -7 15 18 -16 -18 19 -15 -4 -9 23 -12 -23 -26 27 28 29 -27
right_child=4 -3 20 6 -6 13 8 9 -10 -11 12 -13 -14 14 16 -17 17 -19 -20 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00065328789610304844 -0.0013197863595823822 -0.0012080936536146302 -0.0010684408277843969 0.00033486062106014621 -0.0013135692361197784 -0.00093183591012864519 -0.0010659903727006628 -0.0013198562647035871 0.0011116762256077628 -0.0013197580111409821 -0.0012573579196693244 -0.001203375247803065 -0.0013202230480412538 0.00095196758016829965 -0.0010026927682770291 1.995691899735154e-06 0.0012467311730557866 -0.000518009326166867 -0.00063160529581586262 -3.8514732656904456e-05 0.00066853928335713518 -0.0011125035032491374 0.00127326531580509 0.00075227705172203701 0.0013203637894884266 -0.0013198948272350824 -0.00087918710047350216 -0.0013198202432775487 -0.0013199444028582387 0.00032306273530661203
leaf_weight=0.013723941815328544 0.00260815714373308 0.0063752091247124545 0.010782168727107688 0.012580607552933998 0.0028799355625395142 0.0035751407654061032 0.001660647683856098 0.0024419989121406962 0.0069641712528323296 0.0031908660222370591 0.0058261824434096008 0.0060218667795854932 0.012352953471740591 0.034928580638325712 0.0061361598584710473 0.036962563981887797 0.0039818982984343165 0.0051070228633989245 0.0030376616268767967 0.0075580682151894498 0.0019448152769285807 0.002714588732487754 0.0014788935806961953 0.0026062532114075046 0.0041311372478958211 0.0016146822564309096 0.0055995503440886543 0.0025443953450707815 0.0020351575259578416 0.058119100600501739
leaf_count=38 143 66 188 53 36 31 67 217 56 39 291 198 267 563 108 207 18 53 12 24 75 9 9 63 8 36 114 146 61 714
internal_value=0 -0.000152578 -0.000110079 -4.9512e-05 0.000156633 0.000197386 -0.000122646 -0.000179677 0.000692382 8.2262e-06 -0.000558508 -0.000163087 -0.000888895 0.000236453 0.0002792 0.000377211 -0.000251809 0.000255132 0.000681859 0.000775768 -0.000803012 6.17286e-05 -0.00035131 -0.00063623 0.000105682 0.000150343 8.1207e-05 0.000164825 0.000225981 0.000278651
internal_weight=0 0.164709 0.158334 0.145607 0.106775 0.103895 0.131883 0.123258 0.00862482 0.0823915 0.0408668 0.0186025 0.0222643 0.101287 0.097712 0.0824869 0.0152251 0.00908892 0.0455243 0.0424866 0.012727 0.0792006 0.00991133 0.00843244 0.0767586 0.074044 0.0699129 0.0643133 0.0617689 0.0597338
internal_count=3910 2715 2649 2386 1195 1159 2348 2225 123 1344 881 251 630 1016 985 806 179 71 599 587 263 1305 363 354 1088 1079 1071 957 811 750
is_linear=0
shrinkage=0.00131955


Tree=909
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 3 47 15 1 0 1 0 3 15 12 48 1186 3 3 1374 16 160 4 43 15 15 52 1 51 4 150
split_gain=0.00187158 0.00269463 0.00253804 0.00247858 0.00242775 0.00222102 0.00344256 0.00360259 0.00341063 0.00224503 0.00247161 0.00211017 0.00339913 0.0029026 0.00424232 0.00299413 0.00279726 0.00350628 0.00270692 0.00334833 0.00265195 0.00196972 0.00211596 0.00188614 0.0019956 0.00178821 0.00170122 0.00253059 0.00167262 0.00166935
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 0.091520000000000018 -0.11266 0.09252500000000001 0.035895000000000003 0.11167500000000001 -0.07883999999999998 0.11026000000000001 -0.10303999999999998 0.084925000000000014 0.088190000000000004 0.086935000000000012 0.088875000000000023 0.085080000000000003 -0.084129999999999996 -0.08348499999999999 -0.094679999999999986 0.22945500000000005 0.085545000000000024 0.05309500000000001 -0.08921999999999998 0.079360000000000014 0.14395500000000003 0.091715000000000005 0.11198000000000001 0.11583000000000002 0.0066400000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 23 6 7 -4 26 -8 -11 12 13 15 -15 16 -6 -18 -13 -20 -16 22 -19 -3 -25 -14 -9 -28 -27 -7
right_child=2 4 3 -5 11 29 9 8 -10 10 -12 18 25 14 20 -17 17 21 19 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.0013090845811010478 -0.0014570805734415357 0.00054474699198429834 0.0010975221121158844 -0.0014484265608598397 -0.0014571197191365574 -0.0011548140127120683 -0.0010753594560517061 -0.001387755742271366 0.0012550157199406934 0.0013658647685867306 -0.00048090328438905866 -0.00070959024125844428 0.00051187668340043507 -0.0014573282788717687 -0.00068794167297065714 0.0013294830142214292 0.0012218917361622502 0.00039612484916932864 0.00062704033946278843 -0.00060480667254287127 0.0014452991376527648 0.00012830925394590015 -0.00099254293010826288 -0.0014572144052095489 0.0010220641120410327 -0.0014570942832698738 0.00049643472884890573 -0.00089897359704583602 0.0007925119907271007 2.143309758602618e-05
leaf_weight=0.0040197916399935521 0.0020236190342650664 0.017531223695769427 0.018099747639851671 0.0018957008212296947 0.0044372238367067487 0.0029014502665631872 0.0045874111390915573 0.0020462747069132066 0.004840102702420526 0.0025685303447744445 0.0038345433276845142 0.0066941746044903985 0.012348056671880769 0.012477797175749039 0.0033640695048995353 0.0023226371788140901 0.0032043886313886062 0.0028828115015926423 0.019473831296068056 0.0061665425480441618 0.0019561717035685433 0.0092738899496538352 0.012122733493786345 0.0021800970254517429 0.0010075676336782635 0.0021250089739486286 0.0085167125640914776 0.0040799716375659054 0.001047235530592161 0.021823268278325259
leaf_count=484 144 119 232 35 239 26 107 6 189 18 52 11 295 605 115 21 11 22 76 41 4 60 228 73 5 295 188 15 11 183
internal_value=0 -0.000135658 0.000152992 0.000196322 -9.65505e-05 0.00023886 0.000419796 0.000629537 0.000194778 -0.00029743 0.00025991 -0.000190682 -0.000337167 -0.000515624 -0.000992878 -0.000267573 -0.000383778 -0.000210489 0.000115393 0.00033078 9.64185e-05 -0.000399534 -0.000725757 0.000357307 -0.000673556 0.000261225 -0.000155674 4.44724e-05 -0.000714444 -0.0001166
internal_weight=0 0.124635 0.0772173 0.0751937 0.120615 0.073298 0.0485733 0.0375828 0.0194831 0.0109905 0.00640307 0.0998966 0.067562 0.0520417 0.017798 0.0342437 0.031921 0.0274838 0.0323345 0.0256404 0.00532024 0.0242794 0.0150055 0.0207189 0.00318766 0.0155203 0.014643 0.0125967 0.00317224 0.0247247
internal_count=3910 2715 1195 1051 2231 1016 807 630 398 177 70 2034 1906 1305 724 581 560 321 128 117 119 310 250 197 78 601 209 203 306 209
is_linear=0
shrinkage=0.00145689


Tree=910
num_leaves=31
num_cat=0
split_feature=39 51 1 13 13 52 0 16 0 0 457 132 131 13 1375 42 42 42 1186 42 43 4 3 3 15 43 0 48 1 4
split_gain=0.00263633 0.00464676 0.00321689 0.00319345 0.0041558 0.00378467 0.00430302 0.00293667 0.00281028 0.00270179 0.00259542 0.00403351 0.00344601 0.00312728 0.00276702 0.00259066 0.00305522 0.00261314 0.00379594 0.00313681 0.00324112 0.00376609 0.00246978 0.00356749 0.00384079 0.00359711 0.0035833 0.00295123 0.00245511 0.00242247
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 -0.094679999999999986 -0.084184999999999996 0.11588000000000002 -0.084304999999999977 0.056750000000000009 -0.096384999999999985 0.12007500000000002 0.081330000000000013 0.079995000000000011 0.10340500000000001 -0.083924999999999986 -0.43271999999999994 -0.11145999999999999 -0.10298999999999998 -0.090359999999999982 0.085080000000000003 -1.0000000180025095e-35 -0.50329499999999994 -0.44477499999999992 -0.15653499999999998 -0.076734999999999984 0.18599000000000002 -0.074254999999999988 -0.10131499999999999 0.084500000000000006 0.092730000000000021 -0.39075499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 5 7 6 8 -5 -1 -3 11 13 -13 -6 -12 -15 -17 -18 19 -19 -21 -22 -23 24 -24 -25 27 28 -27 -28
right_child=1 2 -4 4 10 -7 -8 -9 -10 -11 14 12 -14 15 -16 16 17 18 -20 20 21 22 23 25 -26 26 29 -29 -30 -31
leaf_value=0.00016209841620225095 -0.0011268054454820001 -0.00091205442269796596 0.00063645969534611155 -0.0010147663944930431 0.00078720618930709077 -0.0007076314120960551 0.00081849694447456902 0.00083085772647032449 -0.0011263729850950841 0.00057693060519159597 -0.00027324475729177699 0.00066299714523134282 -0.00077116765274010276 -0.0011225551947600691 0.00040434428985140227 0.00088984985980803625 -0.0011266372733513802 -0.0010375244078415092 0.00059280436988738672 0.00069775134413215477 -0.0011270176581437198 0.00049014499454661377 -0.00090112750620424827 0.00058348792945671672 0.00065411293693324018 0.00046768716374888798 0.00023379558130320229 -0.00049127449738703768 -0.00021278577647012014 -0.00097581263326292393
leaf_weight=0.021846821949162987 0.0026989028753874314 0.003644061026015776 0.020815960601495931 0.0097868999680086333 0.0037315705703395699 0.0051220914995724334 0.014071703994083862 0.0012310477832917508 0.0023811027302116363 0.0026842484567168867 0.011405750128936631 0.0117125379563916 0.0025960629119818899 0.004257065134862347 0.023178229116410876 0.0030203021969583679 0.0042276951649089503 0.0064633559655398179 0.0067670999999229755 0.004578170512701262 0.0061165358896211322 0.0059103783960559033 0.015845545065782396 0.0077201410416520835 0.0023073535766116029 0.014203470902589999 0.0026032116184069301 0.014034905523431007 0.012772848230838463 0.010863581286438608
leaf_count=216 20 64 361 508 28 89 93 50 45 14 17 144 105 160 162 17 111 422 53 21 149 54 519 74 6 51 6 67 46 238
internal_value=0 0.000282558 0.000422688 -7.33437e-05 -0.000137753 0.000201568 0.000323162 -0.000808553 3.54684e-05 -0.000280479 -9.53534e-05 -0.000163721 0.000402791 -0.00022835 0.000180876 -0.000259491 -0.000228205 -0.000257719 -0.00022438 -0.000277851 -0.000227209 -0.00027305 -0.000212497 -0.000264182 -0.000703446 -0.00013598 -0.000237936 -7.24214e-05 0.000145494 -0.000741988
internal_weight=0 0.0298432 0.0271443 0.228755 0.185334 0.0434217 0.0382996 0.0110179 0.0242279 0.00632831 0.174316 0.139732 0.0143086 0.125423 0.034584 0.121692 0.117435 0.114414 0.110187 0.103419 0.0969561 0.092378 0.0862614 0.0803511 0.0181529 0.0621982 0.054478 0.0410112 0.0269763 0.0134668
internal_count=3910 459 439 3451 3008 443 354 558 261 78 2450 2271 249 2022 179 1994 1834 1817 1706 1653 1231 1210 1061 1007 525 482 408 164 97 244
is_linear=0
shrinkage=0.00112622


Tree=911
num_leaves=31
num_cat=0
split_feature=31 30 1 0 4 2 1446 48 0 0 129 130 13 13 3 43 39 457 457 1373 47 52 13 150 3 3 48 2 3 15
split_gain=0.000829528 0.00101634 0.000749422 0.0014963 0.00160631 0.00193769 0.00129105 0.00120386 0.00140864 0.00143812 0.00145182 0.00133572 0.00155738 0.00138314 0.00186373 0.00143656 0.0011563 0.00140405 0.00144494 0.00138821 0.00136654 0.00126847 0.00111689 0.00109653 0.00150181 0.00250885 0.00192419 0.00107235 0.00132143 0.00113153
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.085990000000000011 -0.084074999999999997 -0.00027999999999999998 0.079395000000000007 0.091520000000000018 0.086065000000000016 -0.083424999999999985 -0.077944999999999987 0.091030000000000014 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.09113499999999998 -0.08921999999999998 0.005105000000000001 0.68051500000000009 0.53894500000000012 0.09586500000000002 0.08801500000000001 -0.42985499999999993 0.15641500000000003 0.081245000000000026 0.090325000000000003 -0.086589999999999986 0.12862000000000004 0.10393500000000001 -0.083604999999999985 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 16 8 -5 10 -10 -11 -13 -14 -15 22 17 18 19 21 -18 -4 -16 -23 25 -25 -26 28 -6 -30
right_child=1 2 6 7 27 -7 -8 -9 9 11 -12 12 13 14 15 -17 20 -19 -20 -21 -22 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0036375050177961427 -0.0041266831286798974 0.0021256367383908452 -0.004124834825464746 0.0026168116681595131 -0.0030288423265428725 -0.0033780580826559482 -0.0041088446517335417 0.0021317473984506854 -0.0041250272005760452 -0.0039293749254352747 0.0015855166875580178 -0.0041265228831289663 0.0041257249975237623 0.0014574124674409884 0.0032699543068704195 -0.0037973868565875763 0.0030734978989895019 0.0041300770292996506 -0.0041255642855368988 -0.004125403022230959 -0.00017818778927500411 -4.5793719949101393e-05 -0.0020968731181590697 0.0034339336362420331 0.004020751213709795 -0.0020439801750241054 -0.0012533865907183 -0.0038916299553221085 3.1405198765813868e-05 0.0036624853057855497
leaf_weight=0.0010296306577819428 0.0010468017717357716 0.0012704915436572133 0.0011221464062796107 0.002747494862365584 0.0019513997115288015 0.0075857214217958657 0.0011368115390921743 0.004591282858899425 0.0030843199700512072 0.0013675790402887236 0.0010038567595156422 0.0012438487319741355 0.0017478297377238007 0.0082333322953616027 0.0012716513918586943 0.0026859780281655189 0.0051895425367334269 0.0014339325362016089 0.0014099485415499649 0.0012868637350038617 0.0038147947749678224 0.037393320575817235 0.001370697342593985 0.0022107775204460722 0.0048964611594275453 0.0039878519262970258 0.001549049251480028 0.0012866439966359158 0.0081114251692300278 0.0017804104977301458
leaf_count=113 2 31 162 54 67 740 62 99 367 18 28 3 7 119 29 329 219 3 6 24 52 865 13 55 87 45 6 58 235 12
internal_value=0 -8.07293e-05 -4.44574e-05 -0.000417509 -0.00123108 -0.00258851 0.000248219 0.000191978 -0.000167766 -0.000515377 -0.0027228 -1.18135e-05 0.000311842 0.000672445 0.000227386 -0.00167325 0.000325257 0.000102043 -5.20356e-06 0.000105566 0.00169588 0.000211992 0.000485955 0.00030925 0.00135924 -9.02501e-05 0.00275322 -0.000315476 7.30363e-05 0.000684956
internal_weight=0 0.117812 0.116765 0.051334 0.0219861 0.00885621 0.0654315 0.0293479 0.0247566 0.0220091 0.00408818 0.0179209 0.0165533 0.0153095 0.0135617 0.00532833 0.0642947 0.0552904 0.0538564 0.0524465 0.00900434 0.0511596 0.00264235 0.0500375 0.0126441 0.00619863 0.00644551 0.0131299 0.0118432 0.00989184
internal_count=3910 3797 3795 2209 1143 771 1586 1066 967 913 395 518 500 497 490 371 1524 1253 1250 1244 271 1220 42 1058 193 100 93 372 314 247
is_linear=0
shrinkage=0.00412451


Tree=912
num_leaves=31
num_cat=0
split_feature=1 1 1446 52 122 15 47 48 1 0 0 483 50 51 51 1375 0 49 1 47 52 3 15 2 133 133 12 16 160 3
split_gain=0.00307188 0.00441767 0.00368944 0.00371047 0.00352535 0.00339949 0.00509375 0.00568259 0.00393991 0.00470503 0.0036114 0.00333703 0.00327907 0.00319899 0.00351214 0.00563658 0.00366203 0.00349839 0.003143 0.0041566 0.00296368 0.00293465 0.00421351 0.00411273 0.00366124 0.00546665 0.00375629 0.0047011 0.00498439 0.0044927
threshold=0.094385000000000011 0.093000000000000013 0.091520000000000018 -0.42985499999999993 0.10299000000000001 0.035895000000000003 0.08801500000000001 0.12862000000000004 0.11026000000000001 -0.10303999999999998 -0.06402999999999999 0.083960000000000021 0.11843500000000001 0.08955500000000001 0.089005000000000015 -0.089714999999999975 -0.22384499999999996 0.082865000000000008 0.13702500000000004 0.11926500000000002 -0.010284999999999997 -0.11266 0.088190000000000004 0.10433000000000002 -0.090054999999999982 -0.085714999999999986 0.085775000000000004 -0.014099999999999998 0.085545000000000024 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 5 6 7 12 -7 -10 18 13 -5 14 15 -1 20 -15 19 -8 -17 -18 24 -24 -23 -26 29 -28 -29 -27
right_child=2 -3 -4 4 -6 8 10 -9 9 -11 -12 -13 -14 17 -16 16 21 -19 -20 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0013472385444750262 -0.0013461633781596373 -0.0012185847174079566 -0.0013372588440583846 0.00090107500102060676 -0.0011002149094725981 -0.0010306012292791409 -8.235894446744292e-05 -0.00066382640944093435 0.0012666611573313546 -0.00053428326575432152 0.00061072401948604135 -0.0013462585207834686 -0.00057564398488841716 -0.0010381812989179128 0.0010694285411959868 3.8193375574238727e-05 0.00031679296637290524 0.00097302727267434567 0.0008459092871335815 -0.0012908171132838177 0.0012523357774991411 -0.00117108311250959 0.00048764609580896661 -0.0013464245095328423 0.0010843938919453554 -0.0013463181030554214 -0.0012931102501105292 -0.00069567222372918312 0.00079110426852755994 9.1110772971200719e-05
leaf_weight=0.0059600723767232458 0.0028523006095255701 0.0066711735515809769 0.0030170782321761172 0.041641364229352718 0.0036137002689429201 0.0074816615493844543 0.018505603345062127 0.0053480989736272013 0.0046199153434827167 0.006094853939089262 0.012822015978372292 0.0038321367876879 0.0029146676574782751 0.010500224685714876 0.0051213267519187857 0.0074886407865051297 0.027250172976820863 0.0018415607639763474 0.004131216595510522 0.0071477318346637722 0.0070903915416238306 0.0081839776825809452 0.022821548414121651 0.0024529475417303095 0.0053801751867013073 0.0043927307276012675 0.012969360374942337 0.013504713955649453 0.0058561669504442184 0.038136350107816241
leaf_count=51 143 66 36 579 11 108 99 14 18 52 51 268 22 161 11 20 187 56 16 46 21 243 479 83 37 179 334 211 62 246
internal_value=0 -0.000142769 0.00013232 0.00017016 0.000207992 0.000250695 0.000355297 0.00064712 -0.000281106 0.000242235 1.34916e-05 -0.000103504 0.000804474 -7.68913e-05 -2.79126e-05 -6.27132e-05 -1.34879e-05 -0.000738082 -0.000243612 -0.000419069 0.000628681 -7.9911e-05 -0.00017499 0.000309645 -0.000313515 -0.000226048 -0.00032023 -0.000666027 -0.000245961 -5.73579e-05
internal_weight=0 0.189454 0.12019 0.117173 0.114321 0.110707 0.0925107 0.0499041 0.0181964 0.0107148 0.0426066 0.182782 0.044556 0.17895 0.166609 0.161487 0.155527 0.0123418 0.0297846 0.0256533 0.014579 0.140948 0.113698 0.0252745 0.0884235 0.0802395 0.0748593 0.0323302 0.0193609 0.0425291
internal_count=3910 2715 1195 1159 1016 1005 827 615 178 70 212 2649 601 2381 2164 2153 2102 217 161 145 41 2061 1874 562 1312 1069 1032 607 273 425
is_linear=0
shrinkage=0.00134594


Tree=913
num_leaves=31
num_cat=0
split_feature=14 157 12 51 1 1213 157 42 376 42 453 150 480 43 3 16 42 0 160 43 2 160 43 49 51 49 48 15 3 15
split_gain=0.00229487 0.00225149 0.00291221 0.0029848 0.00274311 0.00254853 0.00237267 0.00248172 0.00319478 0.00302518 0.00257619 0.00216816 0.00214113 0.00206061 0.00493107 0.00309544 0.00297155 0.00295889 0.00365738 0.00295989 0.00292945 0.0033267 0.00289871 0.00351301 0.00281194 0.00299246 0.00347849 0.00364343 0.00301847 0.00270113
threshold=0.077685000000000018 -0.07686999999999998 0.082275000000000015 -0.0032349999999999996 0.080320000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082904999999999993 0.089535000000000017 0.082590000000000011 -0.065749999999999989 -0.069974999999999996 -0.075954999999999981 0.20277000000000003 0.092145000000000019 -0.077944999999999987 -1.0000000180025095e-35 -0.089949999999999988 0.086650000000000019 0.085065000000000016 -0.50329499999999994 -0.097604999999999983 0.08955500000000001 -0.088329999999999978 0.092250000000000013 0.091435000000000002 0.12566000000000002 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 -7 9 10 -8 12 -2 -9 14 16 20 17 18 -14 -20 21 -15 -18 -24 25 -22 27 -27 -29 -26
right_child=11 5 4 -5 -6 6 7 8 -10 -11 -12 -13 13 15 -16 -17 22 -19 19 -21 24 -23 23 -25 29 26 -28 28 -30 -31
leaf_value=0.00099891157548201914 -0.0011561342777620849 -0.00099121627079812097 -0.0012684615159434072 -0.00037691428337154444 0.00042490689964955544 -0.00084321402135154847 -0.00011005730383226628 -0.0012686533329911483 0.00097780160582867058 -0.0010197172798679232 -0.0010562299326789951 0.00086434145342788229 -0.0012685975503343378 -9.9769485225222645e-05 0.00097191916542249451 -0.00069715412781052471 0.00099873069050925131 0.00094508627480040014 -0.00064239568984603688 0.00060389965421469021 -0.00033877240264999238 -0.0012261098971918273 0.00071953357145577545 -0.0011395266013404009 -0.00068599504727009681 0.00092775948483182042 -0.00032037139809132316 -0.0011586542205100502 0.0012688731604024157 0.00022073420940827099
leaf_weight=0.011514226814732353 0.0049135448644932458 0.0044938572097019671 0.0028038294332182181 0.0032531972081955027 0.0034108056596409142 0.0055585607133901141 0.025301540567035374 0.0019582167461553715 0.0058757874821537817 0.0076617716755169587 0.003463947057070981 0.0010341696542468526 0.0030063892044140941 0.029198447140554862 0.012397540905404014 0.010229932678464948 0.0018006740383498263 0.0077528050855732991 0.0042288657501075031 0.01114173931638085 0.0073628573818496071 0.0049304728913170939 0.0020672961454693004 0.007821092527564133 0.0093235076260498317 0.02388620566325983 0.0060185199862416985 0.0026464029158219651 0.0011965032026637346 0.012201079352567756
leaf_count=95 112 564 231 22 108 222 348 65 149 364 43 14 162 325 195 113 7 46 60 69 29 24 8 90 41 190 45 71 3 95
internal_value=0 -6.98115e-06 0.000389297 0.000695823 -0.000339083 -4.62898e-05 -2.57789e-05 -3.22608e-06 5.90327e-05 -0.000321493 2.58383e-05 -0.00080482 4.93871e-05 6.58046e-05 0.000277758 -3.36733e-05 5.02023e-05 0.000287988 1.07738e-05 0.00026101 3.64702e-05 -0.000262488 -0.000481344 -0.000750866 0.000199368 0.000393819 0.000553652 0.000743356 -0.000402834 -0.000172021
internal_weight=0 0.232506 0.0209821 0.0147674 0.00621464 0.211524 0.20703 0.201472 0.168508 0.0329633 0.162632 0.00594771 0.159169 0.15721 0.0502164 0.106994 0.0378189 0.0261298 0.018377 0.0153706 0.096764 0.0341289 0.0116891 0.00988839 0.0626351 0.0411105 0.0337476 0.0277291 0.00384291 0.0215246
internal_count=3910 3784 456 117 339 3328 2764 2542 1830 712 1681 126 1638 1573 637 936 442 337 291 129 823 349 105 98 474 338 309 264 74 136
is_linear=0
shrinkage=0.00126831


Tree=914
num_leaves=31
num_cat=0
split_feature=1425 4 133 403 3 1 484 52 160 483 1 12 124 3 12 47 48 12 48 12 484 4 124 11 3 2 15 403 12 33
split_gain=0.00295387 0.00387831 0.0028057 0.00283186 0.00362017 0.00346048 0.00337209 0.00333348 0.0029345 0.00303876 0.00328469 0.00263119 0.00255052 0.00377922 0.00262781 0.00256981 0.00331611 0.00319004 0.00319877 0.00253049 0.00269061 0.00248309 0.00225359 0.00220969 0.00328839 0.00385853 0.00331084 0.00399926 0.00382837 0.00297946
threshold=1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 -1.0000000180025095e-35 -0.097604999999999983 0.080320000000000016 0.086130000000000026 -0.42985499999999993 -0.40446999999999994 0.088030000000000011 0.10113500000000002 -1.0000000180025095e-35 -0.50873999999999986 0.16699000000000003 -1.0000000180025095e-35 0.13252500000000003 0.11930500000000001 0.11742500000000002 -0.09386499999999999 0.10214500000000001 -0.0043499999999999988 0.097045000000000006 0.11158000000000001 0.08184000000000001 -0.11266 0.10836000000000003 0.088190000000000004 0.088015000000000024 0.086865000000000012 -0.007134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -5 -9 10 19 -11 -12 14 21 16 17 18 -16 20 -10 -14 -21 24 -22 26 27 29 -28 -26
right_child=-2 -3 3 7 6 -7 -8 8 9 11 12 -13 13 -15 15 -17 -18 -19 -20 22 23 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00090522450059481727 -0.0013223862019409568 0.00098385946215381426 -0.0013197658472423506 -0.00096572445395545954 -0.0012419117561507181 0.0011333870593777714 0.0010996659848253433 -0.00088783192717495959 -0.00091349755524823214 0.00062294044202846352 -0.0010449311864009869 -0.0010756939407378448 0.0013200731100568895 0.0013198231448660965 -0.00057981242554491633 -0.00060548759995753443 -0.00042305061195184224 -0.00064479665499303312 0.00071885209125294018 -0.0010588052188041334 0.00055925406166868331 8.1190513861267502e-05 0.00079721067332387476 -0.0010426019910038857 -0.0011674929291027383 -0.0010064125029897947 -0.00088838679564259252 -0.0013199001333256777 0.00081159196469271738 5.3400458005029258e-05
leaf_weight=0.0065348863038305885 0.0030992546543942004 0.0064548716825036925 0.0014352640902739458 0.006014546598562375 0.0098261729785980023 0.00331103498878349 0.0012018425702677868 0.0059317958339821777 0.0052788483527832488 0.0020470201635589547 0.002347139918128959 0.0070785045826324833 0.0070423159454477968 0.0064118296538566702 0.0037281226141203652 0.0070787430327072789 0.010089048243116849 0.004249675781466066 0.028926481117906633 0.0067551914232701904 0.020459596635120647 0.0046950620534715881 0.0013701486823265441 0.0031701862785666881 0.0036341210773116464 0.0064510477971992932 0.0027112005693084021 0.004180330527205455 0.015458200421868185 0.08230796783772476
leaf_count=231 94 212 62 264 780 34 29 244 237 19 10 210 112 103 16 27 42 23 144 110 74 43 7 22 28 38 25 93 129 448
internal_value=0 -2.69482e-05 -5.11381e-05 -2.99316e-05 -0.000572015 0.000391562 -0.000986725 4.62943e-06 2.88058e-05 5.1897e-05 8.19958e-05 -0.00069466 0.00030878 0.000352775 0.000258555 0.000135704 0.000247352 0.00043063 0.000570586 -2.9424e-05 1.1098e-05 0.000824508 -0.000745832 4.63709e-05 7.19048e-05 -1.49936e-05 4.40662e-05 -5.95318e-05 0.000557925 1.77413e-06
internal_weight=0 0.276181 0.269726 0.263191 0.0157743 0.0047463 0.011028 0.247417 0.241403 0.235471 0.226345 0.00912552 0.0745684 0.0722213 0.0658094 0.0540721 0.0469933 0.0369043 0.0326546 0.151777 0.143651 0.0117374 0.00812534 0.138373 0.135202 0.114743 0.108292 0.0901224 0.0181694 0.0859421
internal_count=3910 3816 3604 3373 905 96 809 2468 2204 1960 1731 229 520 510 407 252 225 183 160 1211 1094 155 117 857 835 761 723 569 154 476
is_linear=0
shrinkage=0.00131955


Tree=915
num_leaves=31
num_cat=0
split_feature=31 14 157 0 1 1213 157 2 2 2 52 123 52 52 13 13 13 3 151 160 457 4 12 43 4 15 15 1373 42 403
split_gain=0.000769228 0.000740694 0.00103954 0.00131229 0.001317 0.0012143 0.00126699 0.0010521 0.00201387 0.00179503 0.00139169 0.00131005 0.00126339 0.00186839 0.00191319 0.00210655 0.00118169 0.00114915 0.00122806 0.00128059 0.00134766 0.00144139 0.00126434 0.00115032 0.00153246 0.00158575 0.00197359 0.00121558 0.00119674 0.00112081
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.07686999999999998 -0.11077499999999998 0.080320000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086545000000000025 0.085255000000000011 0.087005000000000013 0.28122000000000008 1.0000000180025095e-35 0.13709500000000002 0.11588000000000002 -0.091849999999999987 -0.077944999999999987 -0.082249999999999976 0.12566000000000002 0.085710000000000022 -0.07353999999999998 -0.0015249999999999997 0.15927500000000003 0.10058500000000002 -0.15426499999999996 -0.41745999999999994 -0.095799999999999982 0.088615000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 8 29 -9 11 12 13 14 -11 -16 -14 18 19 -17 -21 22 23 -22 -25 -26 27 -27 -29 -8
right_child=1 -3 5 4 -6 6 7 9 -10 10 -12 -13 16 -15 15 17 -18 -19 -20 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0032781597531262368 0.0024213531506089483 -0.002161494745349836 -0.0029871907073917084 -0.0038106400366014555 0.00094428142229854525 -0.0026966074043449435 -0.0035203146397808274 0.0028521573151793294 -0.0031565422448092901 0.0014682255184662876 -0.0024220167316223919 0.0022479075949748129 -0.00096252685398126993 -0.003318917375196431 -0.0037163183804547369 0.0023147325245872971 0.003102294430703546 -0.0031893277307497151 0.0025275463749897639 -0.003310514459493832 0.0018667306543178003 0.002173839974914606 -0.0037704215552992154 -0.0032777539419563636 -0.0031769182176995875 -0.0022349831608647415 -0.0038111604906302427 -0.0012249344547392831 0.0022130321631133403 -7.5754479694550622e-05
leaf_weight=0.0010032344031998255 0.00536580678158316 0.0024142716344428541 0.0021255980783052566 0.0011942941822764563 0.0028979601069041294 0.0026167094242763858 0.0014339472356028607 0.0037063551350158255 0.0037962297679448023 0.010995968180167903 0.0029716158751236224 0.0044114652907687448 0.0014680332656782369 0.0024779963927468165 0.0025061234017320624 0.0027509773944323071 0.0035480956197666549 0.0016588051432222519 0.0026901336723312843 0.0021471671785704407 0.0031088475269722684 0.0033170508934148293 0.0016121864933433807 0.0027141972236161939 0.0021282050048516609 0.0014740367114427508 0.001424351568143579 0.0018549843250947893 0.0070848633706155585 0.03150983738484836
leaf_count=113 46 124 564 233 162 222 236 31 108 154 169 170 32 62 135 44 35 37 22 26 44 100 125 59 36 4 92 81 64 580
internal_value=0 -7.23793e-05 -2.92678e-05 0.00118185 -0.000443407 -0.000135791 -7.82909e-05 -1.16378e-05 -0.000528522 0.000275871 0.000122713 0.000250075 8.97216e-05 -9.33597e-05 7.50261e-05 -0.000345011 0.00191267 -9.62638e-05 6.25498e-05 -0.000161349 -0.000414891 -0.000163366 -0.00052561 -0.000261265 -0.00065787 -0.000148729 0.00039566 0.000971045 0.00149967 -0.000225686
internal_weight=0 0.119406 0.116992 0.00945806 0.00409225 0.107534 0.105408 0.102791 0.03674 0.0660515 0.0623451 0.0593735 0.054962 0.0499459 0.0474679 0.0364719 0.00501613 0.0339658 0.032307 0.0296169 0.0268659 0.0247187 0.0214017 0.0197895 0.0166806 0.0139664 0.0118382 0.0104139 0.00893985 0.0329438
internal_count=3910 3797 3673 441 395 3232 2668 2446 924 1522 1491 1322 1152 1085 1023 869 67 734 697 675 631 605 505 380 336 277 241 149 145 816
is_linear=0
shrinkage=0.00381041


Tree=916
num_leaves=31
num_cat=0
split_feature=1 1 483 47 9 51 1 49 4 150 0 3 13 13 15 15 47 48 1 0 50 40 15 16 49 43 4 3 15 403
split_gain=0.000748634 0.00167585 0.00132446 0.00142801 0.00143494 0.00120439 0.00148529 0.00138994 0.00164492 0.0024971 0.00130371 0.00174176 0.00128896 0.00143424 0.0013499 0.0011433 0.00217201 0.00174571 0.00167168 0.00169051 0.00151065 0.00107862 0.00155774 0.00141637 0.00153208 0.00106427 0.00108712 0.0013654 0.00105442 0.00155117
threshold=0.094385000000000011 0.093000000000000013 0.083960000000000021 0.09550500000000002 0.081505000000000008 0.08955500000000001 1.0000000180025095e-35 0.0052300000000000011 -0.00027999999999999998 0.087235000000000021 -0.084074999999999997 -0.083604999999999985 -0.5337599999999999 -0.45122499999999993 0.041585000000000004 0.035895000000000003 0.087850000000000025 0.12862000000000004 0.11026000000000001 -0.10303999999999998 0.11843500000000001 -1.0000000180025095e-35 0.091195000000000012 -0.014099999999999998 0.090445000000000011 -0.50992999999999988 -0.51381999999999983 -0.14539499999999997 0.083185000000000023 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 8 9 28 11 -1 -12 -14 25 16 17 20 -17 -20 -2 -13 23 24 -23 -15 -27 -28 -8 -30
right_child=15 -3 -4 -5 -6 -7 7 -9 -10 -11 12 21 13 14 -16 18 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0040441629118461997 0.0023602631299660805 -0.0036661381394671503 -0.0040440759740135541 0.0024771605620193858 -0.0033401709669321554 -0.0021522317194942438 0.0019468873515008423 -0.0036245095388191162 0.0033607495320509663 -0.004044778736592672 -0.0040453705025475396 -0.0040440432990674303 0.0040447432127276592 0.0022971764551102569 0.0012493333352336558 -0.0032509506241722853 -0.00038346712770123199 -0.0017714711839598911 0.003801614989155318 -0.0016206887484890096 -0.0019160543524759498 -0.0040449742564996703 0.0033934959545369888 0.0010377078943595371 0.00060855200785630019 -0.0040450458849721985 0.0028225434247147337 -0.0013739725677930869 -0.0040439052827569225 0.0015393358689367957
leaf_weight=0.0031334138258644071 0.016049367924108715 0.0023402139204762298 0.0014260863643020252 0.0033268938063848444 0.0023514211326869363 0.0044408368258996847 0.0084373400111061869 0.0010225797077030299 0.0044299298116694539 0.0017103917621170686 0.0011394892935641101 0.0013477939366239875 0.0016074233790277495 0.001593720819982992 0.0093172924323446926 0.0032590769252882614 0.017619041621670384 0.0022657894573967488 0.0016357557553305924 0.0022107976598420009 0.0014748584013659629 0.0030822085671058401 0.0016565284395713151 0.0035983332429301235 0.0018518342835489587 0.0018712829317149024 0.0015295792173333229 0.0074053904936384213 0.0013698934245081071 0.002003752108644008
leaf_count=365 670 66 268 99 49 202 121 37 50 22 3 57 7 13 494 127 281 14 18 56 29 190 18 64 78 15 11 255 180 51
internal_value=0 -0.000300358 -0.000187274 -0.00010666 -0.00023911 -0.000122531 3.25858e-05 0.00096104 0.00122225 0.000521628 -0.000417566 -0.00137065 0.00015396 0.000359111 8.63155e-05 0.000366736 0.000649167 0.00156852 -0.00112018 0.000685158 0.00200036 -0.000644518 -0.000194827 -0.000891486 -0.00229842 -0.000787572 -0.00124251 -0.00065557 0.00118291 -0.00072778
internal_weight=0 0.0719936 0.0696534 0.0682273 0.0649004 0.062549 0.0581082 0.0189739 0.0179513 0.0135214 0.0391343 0.0146701 0.0244642 0.0233247 0.0217173 0.0445147 0.0374091 0.01979 0.00710563 0.00384655 0.0175242 0.0115367 0.0101889 0.00853238 0.00493404 0.0124 0.0108063 0.00893497 0.011811 0.00337365
internal_count=3910 2715 2649 2381 2282 2233 2031 461 424 374 1570 772 798 795 788 1195 994 713 201 74 699 407 350 332 268 294 281 266 352 231
is_linear=0
shrinkage=0.00404364


Tree=917
num_leaves=31
num_cat=0
split_feature=39 51 1 38 0 48 50 1 47 48 1 51 50 42 128 474 12 150 454 401 122 1348 14 3 0 49 15 3 48 160
split_gain=0.00223423 0.00348134 0.0030866 0.00277766 0.00254172 0.00247692 0.00347868 0.00376645 0.00500759 0.00402776 0.00298297 0.00298094 0.0028508 0.00255852 0.00245729 0.00231603 0.00226254 0.00200928 0.00200574 0.00197138 0.0018571 0.00180734 0.00172901 0.00181897 0.00338409 0.00580814 0.00351327 0.00491657 0.00593412 0.00299337
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 0.13905500000000001 0.024745000000000003 0.11930500000000001 0.10119500000000002 0.10752500000000002 0.13206500000000002 -0.086624999999999994 0.13837000000000002 -0.42891999999999991 0.10030500000000002 -0.14127499999999996 0.086435000000000012 -1.0000000180025095e-35 -0.013124999999999998 0.14792500000000003 -1.0000000180025095e-35 0.087020000000000014 0.089350000000000013 0.088030000000000011 0.077685000000000018 -0.11266 -0.10071499999999999 -0.088329999999999978 0.083935000000000023 0.10420500000000001 0.086870000000000017 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 20 -3 6 7 12 9 -9 17 -11 14 -13 18 -15 -17 -7 -1 21 -4 22 23 -20 25 -25 27 28 -26 -30
right_child=1 2 3 -5 -6 10 -8 8 -10 11 -12 13 -14 15 -16 16 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0012941578114406267 -0.0012941065565317176 -0.001070460023126928 0.00095941764959857985 -0.0012941132270382469 0.00062434444534991839 -0.0011708968898781972 -0.0008803777155848107 -0.00096322894367420313 -0.0012946076538915587 -0.0012940047027483255 0.00062231298660496057 -0.00073649282224870841 0.0012628252088933934 -0.00046085388629465345 -0.0012940972619753688 -0.00034677861581878643 0.0010908538850530258 4.7804028906127675e-07 0.00026714376588066229 -0.0012846999064416867 -0.00049032698760711492 0.0012837180220265445 -0.0012938829873153192 -0.0012264771365260916 -0.0011939541950894443 0.0002505276558394335 6.5688630413667949e-05 0.0004332687382259785 -0.00052039674348530599 0.0011102374030770479
leaf_weight=0.0023521462787456917 0.0021118207733294972 0.003546666869894465 0.015845147834834705 0.0011013535113306707 0.0025426678264466318 0.0093087423355129317 0.0081917699557219059 0.0028124737630150767 0.0027885580911970456 0.0012507982004876786 0.0027588370908233637 0.0018140479198223139 0.00248424408800929 0.002063320536876744 0.0029968188604350124 0.0020024550215858019 0.021538259680212946 0.0033265545498579749 0.022474445176143831 0.0022691255573668015 0.0016309988372995568 0.0016336236973728538 0.0019520506965271514 0.004941734108513173 0.020893484871053587 0.045313315525646651 0.020631389122721 0.0062447779360468294 0.0047744007175811731 0.0031122400019825136
leaf_count=55 20 61 344 4 17 94 404 18 13 32 18 10 4 18 180 61 221 3 203 211 13 23 76 38 599 199 802 36 118 15
internal_value=0 0.000300057 0.00043654 0.000698539 -0.000362776 -9.78579e-05 -5.62687e-05 -1.7986e-05 0.000366971 0.000514151 -0.000596404 0.000659085 -0.000110842 0.000748184 -0.000135289 0.000853373 0.000968564 -0.000862503 -0.000109865 -8.91142e-05 0.000824117 -6.85572e-05 -8.55063e-05 -6.71335e-05 -0.000138067 0.000105289 -0.000357807 -0.000607267 -0.000833044 0.000123087
internal_weight=0 0.0267787 0.0246668 0.0185775 0.00608933 0.19993 0.184535 0.176344 0.0342699 0.0314814 0.0153941 0.0286689 0.142074 0.0274181 0.13959 0.025604 0.0235407 0.0126353 0.136593 0.134241 0.0174761 0.131971 0.130338 0.128386 0.105911 0.050255 0.0556563 0.0350249 0.0287801 0.00788664
internal_count=3910 459 439 361 78 3451 3336 2932 373 360 115 342 2559 310 2555 300 282 97 2375 2320 357 2109 2086 2010 1807 237 1570 768 732 133
is_linear=0
shrinkage=0.00129368


Tree=918
num_leaves=31
num_cat=0
split_feature=133 160 403 3 1 52 129 484 484 150 1 47 48 1 12 160 375 160 9 148 11 3 2 15 39 0 48 3 48 160
split_gain=0.00254812 0.00313109 0.00281445 0.00420908 0.00360739 0.00311686 0.00309742 0.00280966 0.00280361 0.00407949 0.00287946 0.00324811 0.00350328 0.00314324 0.00400359 0.00366116 0.00312666 0.0027808 0.00258518 0.00244344 0.0024095 0.00265945 0.00291031 0.00303776 0.00293851 0.00468777 0.0067867 0.00457671 0.00332391 0.00322125
threshold=-0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -0.097604999999999983 0.080320000000000016 -0.42985499999999993 -1.0000000180025095e-35 0.086130000000000026 -0.0043499999999999988 0.094545000000000018 0.12811000000000003 0.11603500000000001 0.12675000000000003 0.10113500000000002 0.11742500000000002 -0.080734999999999987 -0.40343999999999997 -0.07353999999999998 0.091655000000000014 -0.079234999999999986 0.08184000000000001 -0.11266 0.11680500000000001 0.083935000000000023 0.005105000000000001 -0.10131499999999999 0.086870000000000017 0.10666500000000002 0.086285000000000014 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 -5 9 17 11 12 13 20 15 -15 -12 -8 19 -17 21 -10 23 24 25 28 27 -27 -23 -28
right_child=1 2 5 7 -6 6 8 -9 10 -11 16 -13 -14 14 -16 18 -18 -19 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00079522994831599404 -0.00089831746028243471 -0.0012938545453735674 -0.00093804372313686121 -0.0011772186208386132 0.0012081632721897306 -0.0012939652795979999 2.4640394336767597e-05 0.0010754272080066621 0.00052292082930446545 0.00093071610847159916 -0.001294472764266153 -0.00075373959213304227 -0.0009715608155486514 -0.00029487948857446269 -0.00096519705645464835 -0.00055044617524916285 0.00071731694385955157 -0.0012193324885624111 -0.00043022033793899779 0.00097490307391200092 -0.0010143964747448809 0.00038822079410117652 -0.0012888086874775909 0.00041949638216449043 0.00066612287146322927 -0.0012147138480760836 -0.00036326415044956705 0.00032521873654627823 -0.00034306553993981799 0.0011752973125480428
leaf_weight=0.0071844944669958713 0.0065277020816516531 0.0013482968090254852 0.0052719914605860998 0.0098548180477830982 0.0033873192538749208 0.0027597161242738357 0.0047979898190657613 0.0010228382324903871 0.018739142110064222 0.0029543852240578863 0.0013856192672392345 0.0076056910477859665 0.0048809074453117765 0.0067505810511079281 0.0030794419380981699 0.001882836360834971 0.019323769191299078 0.0080589553544667698 0.0027974130631775998 0.0264195889211436 0.003508484241677933 0.026772241536320955 0.0028739072576549054 0.02561472552757138 0.0077857511947456706 0.018128220141720781 0.0046723740371135136 0.003930280960048548 0.017012273763157282 0.00444314265422463
leaf_count=238 290 62 328 757 40 50 135 14 85 24 3 50 18 45 10 24 287 321 13 247 32 72 43 252 59 301 42 9 42 17
internal_value=0 -1.39534e-05 9.41262e-06 -0.000522207 0.000495803 4.52749e-05 6.81952e-05 -0.0009654 8.5021e-05 -0.000440104 0.000125015 7.42987e-05 0.000109425 0.000139676 0.000453306 0.000568713 0.000582713 -0.000755103 0.000756166 0.000873428 4.35064e-05 7.20635e-05 -3.8913e-06 3.01874e-05 -9.0329e-05 -0.0001689 -0.000552309 -0.000940336 0.000104083 0.000386671
internal_weight=0 0.25359 0.247063 0.0156133 0.00473562 0.231449 0.226177 0.0108777 0.223418 0.0158113 0.207606 0.186897 0.179291 0.17441 0.0409299 0.0378504 0.0207094 0.0128569 0.0310998 0.0283024 0.133481 0.129972 0.111233 0.108359 0.0827443 0.0749585 0.031174 0.0220585 0.0437845 0.00911552
internal_count=3910 3672 3382 873 102 2509 2181 771 2131 480 1651 1361 1311 1293 339 329 290 456 284 271 954 922 837 794 542 483 369 310 114 59
is_linear=0
shrinkage=0.00129368


Tree=919
num_leaves=31
num_cat=0
split_feature=160 403 133 123 13 158 1 3 12 1 9 457 47 403 2 15 12 48 3 1374 50 457 48 12 52 48 52 51 43 148
split_gain=0.00290305 0.0037517 0.00320033 0.00365558 0.00342727 0.0029426 0.00300934 0.00320665 0.00344523 0.00331393 0.00415609 0.0035072 0.00348719 0.00305601 0.00322072 0.00384288 0.00412971 0.00767657 0.00454276 0.00372895 0.00416513 0.00340461 0.00425397 0.00325282 0.0032023 0.0030125 0.00364673 0.00345353 0.0034305 0.0044189
threshold=-0.40446999999999994 0.092300000000000007 -0.26719999999999994 1.0000000180025095e-35 0.28269500000000009 0.11034000000000001 0.10113500000000002 -0.11266 -0.0089849999999999982 0.092550000000000007 0.091370000000000021 0.097330000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.10393500000000001 0.088190000000000004 0.086935000000000012 0.088875000000000023 -0.089974999999999986 -0.094679999999999986 0.086465000000000014 -0.0015249999999999997 0.084905000000000022 0.088325000000000015 -0.092854999999999979 0.11930500000000001 -0.42985499999999993 0.12664500000000004 -0.083094999999999988 -0.07990499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 -4 -9 10 12 -11 13 -10 15 16 18 -18 -15 -20 21 22 -21 -17 -23 26 -8 28 -28 -30
right_child=2 -3 3 4 -6 -7 25 8 9 11 -12 -13 -14 14 -16 23 17 -19 19 20 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0012573403075142654 -0.0010040530347983929 0.0011901318904319251 0.00031723560368542161 0.00080855861679286734 -0.0013465951142576915 -0.0013288155758012399 -0.0013461832899702476 -0.0011183601603677396 -0.00093554744080057866 -0.0010629018638179089 0.0010944598111996696 0.00051527456157734 -0.0011433046822015131 -0.0013463224099728693 -0.00088559513281012887 -0.00052210664500423778 -0.0011174504800503344 0.00063067552223623855 -0.00063355348474627212 0.00080566697534554892 -0.0013469769872626893 -0.00037599515233592893 -0.0013465715852497382 0.00086768797790103761 0.00084937361321189636 -0.00030610379752342307 -4.6992624928673886e-05 -0.00079626892792526163 -0.00086921083874761155 0.00080612636428750955
leaf_weight=0.0066278372083026227 0.0058078237448562211 0.001368956085663342 0.025486484255711872 0.015113381549674898 0.0014664360533060963 0.0031427379790738277 0.0022730850350498591 0.0070541792308631548 0.0069937157352075721 0.012351227720159841 0.0052490860462057745 0.003214947944798042 0.0058422462798244359 0.0035811381898165342 0.0071509826440063753 0.0038122164664287075 0.014925220109591741 0.0065467528008937839 0.0077211400534054056 0.003025310026856686 0.0023666157703781101 0.0044990727797795628 0.0036963543432193546 0.015274149816967508 0.027348905105132108 0.017208206568966489 0.01634952841317272 0.0041499896952075224 0.0030817388149557692 0.038272896800851441
leaf_count=291 223 14 205 306 5 137 112 77 651 157 7 11 146 43 152 52 220 42 37 32 102 62 24 119 136 89 87 28 22 321
internal_value=0 -0.000838362 -1.56178e-05 5.86683e-06 0.000617942 -3.46254e-05 -1.81903e-05 -0.000122038 -0.000201635 -0.000153231 -7.62498e-05 -0.000736954 -0.000130736 -7.54191e-05 -1.52328e-05 5.18379e-05 -8.75373e-05 -0.000584451 0.000116713 0.000224391 0.000386211 0.000492558 -0.000377885 0.000590097 0.000676269 0.000193935 0.000328118 0.000389647 0.000474936 0.000681281
internal_weight=0 0.00799679 0.273006 0.267198 0.0165798 0.250618 0.247475 0.16614 0.140653 0.133599 0.118033 0.0155662 0.112784 0.106942 0.0999479 0.0927969 0.0737105 0.021472 0.0522385 0.0486574 0.0409363 0.0385696 0.00672166 0.0190864 0.031848 0.0813354 0.0641272 0.0618542 0.0577042 0.0413546
internal_count=3910 305 3605 3382 311 3071 2934 2275 2070 1993 1825 168 1818 1672 1021 869 698 262 436 393 356 254 56 171 198 659 570 458 430 343
is_linear=0
shrinkage=0.00134594


Tree=920
num_leaves=31
num_cat=0
split_feature=158 1 52 38 12 47 50 48 42 148 1 14 3 0 49 15 0 160 48 403 0 39 13 43 15 43 42 13 160 1
split_gain=0.00176292 0.00169258 0.00230163 0.00217744 0.00323422 0.00239696 0.00395196 0.00239473 0.00251646 0.00292082 0.00223287 0.00216603 0.0022305 0.00246581 0.00415917 0.00323086 0.00241916 0.00292985 0.00322442 0.00231235 0.00236634 0.00195306 0.00302198 0.00231636 0.00305664 0.00332099 0.00254269 0.00197497 0.0019526 0.00297027
threshold=0.11034000000000001 0.10113500000000002 -0.42985499999999993 0.13584500000000002 -0.065214999999999981 0.13177500000000003 0.11515000000000002 0.11930500000000001 -0.14127499999999996 -0.080629999999999993 0.14071500000000001 0.077685000000000018 -0.11266 -0.10071499999999999 -0.088329999999999978 -0.031229999999999997 -0.092299999999999979 0.085065000000000016 0.086870000000000017 0.03138500000000001 -0.084304999999999977 0.005105000000000001 -0.15610499999999997 -0.078454999999999983 0.083935000000000023 -0.078644999999999979 0.08401500000000002 -0.032264999999999995 -0.079234999999999986 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 6 7 8 -6 -10 -7 12 -1 14 -14 -16 -15 19 -19 21 -21 22 -18 24 25 -24 -26 -23 29 -11
right_child=-2 2 3 -5 5 10 -8 -9 9 28 -12 -13 13 16 15 -17 17 18 -20 20 -22 27 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00033513378003678028 -0.0011641501828804416 -0.0014284972772830966 0.0011679727993275809 -0.0014155907996700446 -0.00081423806498995223 -0.0012642936032229014 -0.0013565265642096465 -0.0003131915307458296 -0.00084174912709368316 -0.00091840811740478794 0.0001298442648003275 -0.0014286290619764553 -0.0012262533741446602 -0.0013843433300298731 -3.5622591438077575e-05 0.00083161017725137643 0.00026408273329510087 -0.00049278944509422221 0.0012345604893861935 -0.001428553835762665 0.00039939925278241559 -0.00083626382824301536 -0.0014286755786591485 -0.0014285782774997573 -0.0014284363074152768 0.0012939143325905037 0.00092506121439911611 0.0009506869981727148 0.00093435864164135316 0.0011951663768164035
leaf_weight=0.021365527219407099 0.002775965520191547 0.0017944178166580107 0.007014132463362798 0.0016360259978682725 0.0026037686643576299 0.0043779825811043338 0.0028565383029359728 0.0083165320579610125 0.0024957351150334253 0.0031337516046221472 0.0050439999313312001 0.0025005029452991314 0.0045684511159507215 0.0043938247003367783 0.031423435135490507 0.012153586300229335 0.004965920745974013 0.0039717730049240174 0.0049552850445877539 0.0016957718695493904 0.0097612646990015151 0.0021790894179218867 0.0072096886662293977 0.011418159676005686 0.0012509044425526037 0.0010467223118482095 0.003726399158615834 0.002997470229399112 0.025102331176331205 0.0023918119835002472
leaf_count=184 167 115 299 9 13 36 59 52 27 24 18 99 45 214 205 55 15 117 30 86 169 22 387 966 112 8 56 25 255 41
internal_value=0 -1.79656e-05 0.000167262 0.000211333 0.000253358 0.000139456 0.000271524 0.000377114 0.000537802 0.000644082 -0.000517951 -0.000111952 -8.64462e-05 -0.000170066 7.03199e-05 0.000206248 -0.000364342 -0.000283119 0.000466038 -0.000427716 0.000128841 -0.000610978 -0.000752451 -0.000957224 -0.000550535 -0.00108351 0.000333576 0.000198464 0.000765156 -3.51994e-06
internal_weight=0 0.198351 0.066767 0.0649726 0.0633366 0.0563225 0.0469005 0.0440439 0.0357274 0.0331236 0.00942198 0.131584 0.129083 0.107718 0.0481455 0.043577 0.0595723 0.0551784 0.00892706 0.0462514 0.011457 0.0347944 0.0296178 0.0246519 0.0132337 0.00825641 0.0049773 0.00517656 0.0306279 0.00552556
internal_count=3910 3743 948 833 824 525 471 412 360 347 54 2795 2696 2512 305 260 2207 1993 147 1846 255 1591 1544 1529 563 395 168 47 320 65
is_linear=0
shrinkage=0.00142833


Tree=921
num_leaves=31
num_cat=0
split_feature=147 48 14 52 133 15 474 11 3 403 403 2 15 484 124 38 0 13 133 33 457 160 457 482 3 0 4 42 0 48
split_gain=0.00188035 0.00440078 0.00329225 0.00232456 0.00208322 0.00204142 0.00292002 0.00265777 0.0024816 0.00311412 0.00281921 0.00268948 0.00321645 0.0024422 0.0022801 0.00451077 0.00275324 0.0034658 0.00289505 0.00280008 0.00293473 0.00349125 0.00307045 0.00384759 0.00275859 0.00491828 0.00263356 0.00249499 0.00318618 0.00257192
threshold=0.088565000000000019 -0.098424999999999985 0.077685000000000018 0.28122000000000008 -0.031394999999999992 -0.26361999999999991 0.09018000000000001 0.087830000000000005 -0.10628499999999998 -1.0000000180025095e-35 0.089450000000000016 0.091525000000000009 0.079360000000000014 0.086130000000000026 -0.048219999999999992 0.13219500000000003 -0.053834999999999994 -0.081734999999999988 -0.26719999999999994 -0.007134999999999999 -0.0034949999999999994 -0.089989999999999987 -0.23052999999999998 0.091725000000000015 -0.089974999999999986 -0.076734999999999984 -0.082339999999999983 0.091330000000000008 -0.082994999999999985 0.12738500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 7 8 10 13 11 12 -7 -10 15 -11 18 -18 -16 -20 22 -22 -21 -24 25 -23 -26 28 29 -28
right_child=1 -3 -4 4 -6 6 -8 -9 9 14 -12 -13 -14 -15 16 -17 17 -19 19 20 21 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00052684105776588876 -0.00086134660901747298 0.0011227261550128943 -0.001108221998203917 0.00072182962214398846 -0.00083325831682106062 0.00053645450508862642 -0.0011304545706864681 -0.00084001279155023422 -0.0010380848038057874 0.00095949702928939829 -0.00080238361057010017 0.0008815780848383997 -0.00081711391074693746 0.00098365881760064202 -0.0012938987299978778 -0.0012940385609945689 0.00027100324635103627 -0.00085941705536196568 -0.001293863946291686 0.00072063428818256196 -0.0012507670231484403 -0.0012712178983171295 -0.0012005459545199372 0.0012839549779019503 0.00090847135667492299 0.00098068059788360812 0.00024781600033965033 0.00070016626960828579 -0.00094303201719452966 -0.00076358516561035757
leaf_weight=0.011952140452230253 0.0026255944061119862 0.0065097411963392915 0.0047817071884956866 0.001699650763065109 0.0094999616836464185 0.0085237477165662767 0.0039112175115558747 0.006122437972869931 0.0078259372720261844 0.008867306397860375 0.0031161750030364024 0.014389537866840385 0.0044836103771910283 0.0011464461130419332 0.0026705389257628545 0.0017859279106460244 0.0068426426627183892 0.013483906383470412 0.0024682403322913151 0.002615539184262162 0.0028051271946942782 0.005026732774702225 0.0078550502800824873 0.0012029462363116758 0.0098245331073947284 0.00239730121488435 0.055869910908722169 0.013686161563661869 0.0046198220636490877 0.0045506028731097095
leaf_count=275 33 135 119 41 307 50 161 86 776 152 29 94 46 27 158 15 38 171 23 23 117 92 162 10 52 32 387 169 107 23
internal_value=0 0.000552482 -4.62913e-05 -2.31305e-05 -0.000597259 7.77655e-06 -2.38614e-05 -1.34022e-06 2.62572e-05 -3.99162e-05 0.000363586 0.000496205 6.98822e-05 -0.000779757 5.37292e-06 0.00058171 -3.98e-05 -0.000478877 3.74103e-05 6.8895e-05 9.93477e-05 0.000171839 -0.000514066 -0.000870592 0.000213419 -0.000544055 0.000276924 0.000198112 9.24664e-05 0.000171642
internal_weight=0 0.00913534 0.224025 0.219243 0.0111996 0.208044 0.196091 0.19218 0.186058 0.155545 0.0305131 0.0273969 0.0130074 0.00897238 0.146572 0.0106532 0.135919 0.0203265 0.115593 0.112922 0.110454 0.0987802 0.0116735 0.009058 0.0959751 0.00742403 0.088551 0.0787265 0.0650403 0.0604205
internal_count=3910 168 3742 3623 348 3275 3000 2839 2753 2534 219 190 96 803 1731 167 1564 209 1355 1197 1174 979 195 172 862 124 738 686 517 410
is_linear=0
shrinkage=0.00129368


Tree=922
num_leaves=31
num_cat=0
split_feature=160 403 133 1 484 3 52 15 47 48 14 1 0 403 16 1 150 15 34 9 47 3 0 394 150 4 2 12 0 12
split_gain=0.00247 0.00288883 0.00263934 0.00260265 0.00314642 0.00269216 0.00267746 0.00261221 0.0031871 0.0031455 0.00368589 0.00306192 0.00289284 0.00254304 0.00275355 0.00256891 0.00295426 0.00249488 0.00230109 0.0027743 0.00254965 0.00232343 0.00435081 0.0030184 0.00222675 0.00212483 0.0020722 0.001977 0.00190545 0.00184916
threshold=-0.40446999999999994 0.092300000000000007 -0.26719999999999994 0.094385000000000011 -0.0043499999999999988 -0.11266 -0.42985499999999993 0.035895000000000003 0.08801500000000001 0.12862000000000004 -0.46879999999999994 0.11026000000000001 -0.10303999999999998 -1.0000000180025095e-35 0.3935300000000001 0.092730000000000021 0.11247500000000001 0.079360000000000014 -1.0000000180025095e-35 0.091370000000000021 0.077735000000000012 -0.084129999999999996 -0.07773999999999999 -0.081709999999999991 -1.0000000180025095e-35 -0.17479499999999998 -0.0098549999999999974 -0.095029999999999989 -0.13506999999999997 0.10214500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 17 -5 8 9 10 28 -9 -13 -7 15 16 18 -6 -15 20 21 22 23 -20 -10 -19 -26 -23 -8 -29
right_child=2 -3 3 6 5 13 7 11 24 -11 -12 12 -14 14 -16 -17 -18 25 19 -21 -22 27 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.001156195610780979 -0.00089831872097490191 0.0010673827080579735 -0.0010989701156671912 -0.001219195173665115 0.00053012065879868772 -0.00085343138886196019 -0.0012202963558128202 -0.00092547554871903509 -0.00094926801278628101 -0.0004570786163413686 0.00085828137181901494 0.0012019749446647524 -0.0003844186839860498 -0.0010813884056747804 -0.0012195716335609195 -0.00096681834891339442 -0.0012200811365582107 0.00079025775986307355 0.00025942497252571167 0.0011745798762230642 -0.00089155112816275935 -0.00091962043369664946 0.00045580236527221736 -0.0012192646243389962 -0.00097637326266351843 -0.0012194193120383162 0.00024048860170988842 0.00028246612786013387 0.00032800150961005426 -0.00054934173665101857
leaf_weight=0.0051948136457937713 0.0048231514103314046 0.0010425594407124095 0.0044541036382186308 0.0019681236038096009 0.01756519659686262 0.0068594114509519235 0.0019558320054784417 0.0059296500873635694 0.0031397370255490378 0.0040285461036546613 0.027617314604013288 0.0028836540896008955 0.0041909446453587407 0.0026763645232676927 0.0030870229439674537 0.0043390160935956592 0.0028907660121433301 0.0011446657325677734 0.0028152216612689065 0.0032315974676748729 0.0042934978845821084 0.0023352948551291766 0.0064668004736745379 0.0075623775088367049 0.0022743795501583 0.0024666769216992171 0.02429623251990165 0.056059534845857684 0.0029826438204310071 0.0042745737288729648
leaf_count=291 223 14 470 144 93 692 4 95 26 14 531 16 49 27 96 36 32 4 21 2 70 18 35 195 14 53 168 375 51 51
internal_value=0 -0.000784531 -6.52616e-06 1.3593e-05 -9.17376e-05 -5.67068e-05 0.000185355 0.000220215 0.000318209 0.000559083 0.000684826 -0.000279351 0.000262206 -0.000135377 -8.61387e-05 -5.00468e-05 -7.09184e-06 0.000340393 3.19926e-05 6.6228e-05 2.34901e-05 7.28995e-05 -0.000329048 -0.000818128 2.16043e-05 -0.000582424 0.000136328 0.000180936 -0.000285186 0.000223534
internal_weight=0 0.00623737 0.218612 0.213789 0.132522 0.128068 0.0812671 0.0792989 0.0662947 0.0365843 0.0325558 0.0130042 0.0070746 0.106891 0.100032 0.096945 0.092606 0.0211765 0.0897153 0.0870389 0.0838073 0.0795138 0.0168444 0.0103776 0.0297103 0.00361134 0.0265706 0.0626694 0.00493848 0.0603341
internal_count=3910 305 3605 3382 2270 1800 1112 968 808 600 586 160 65 1650 958 862 826 150 794 767 765 695 251 216 208 57 182 444 55 426
is_linear=0
shrinkage=0.00121906


Tree=923
num_leaves=31
num_cat=0
split_feature=453 1348 1456 4 11 3 15 403 16 16 49 124 38 0 39 13 131 483 3 394 33 133 457 160 160 1375 159 1 1 12
split_gain=0.00081569 0.0010825 0.00108145 0.000863664 0.00105991 0.00106026 0.00203399 0.00143702 0.00135238 0.0016167 0.00111026 0.00110835 0.00209083 0.00152185 0.00175596 0.0024189 0.00148369 0.00154238 0.00158435 0.0018779 0.00153623 0.00159871 0.00136332 0.00207655 0.00133441 0.00134312 0.00119179 0.00160124 0.0022227 0.00152818
threshold=0.096095000000000014 0.090050000000000005 -1.0000000180025095e-35 0.51224500000000017 0.088315000000000018 -0.10628499999999998 0.079360000000000014 -1.0000000180025095e-35 0.15737500000000001 0.23932500000000004 -1.0000000180025095e-35 -0.048219999999999992 0.10011500000000002 -0.053834999999999994 0.16168500000000002 -0.081734999999999988 0.10033500000000002 0.083960000000000021 -0.084129999999999996 -0.081934999999999994 -0.007134999999999999 -0.26719999999999994 -0.0034949999999999994 -0.082384999999999986 -0.098319999999999991 -0.43271999999999994 0.10519500000000001 0.094695000000000015 0.093000000000000013 -0.0089849999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -7 -4 -10 -8 12 -9 16 15 -15 17 18 19 -13 -20 -22 23 -23 -24 -26 27 28 29 -27
right_child=-2 -3 3 -5 -6 7 10 11 9 -11 -12 13 -14 14 -16 -17 -18 -19 20 -21 21 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0027778868343503573 -0.0032032266859930518 0.0045069594467116898 0.0028052910465426843 0.0038435758561659516 -0.0022343382729986217 -0.002684928583605159 0.00082307799259318676 0.0029363290663974449 -0.0037586923920907528 0.002042305831434939 -0.003925009591341528 0.0014548566363011578 -0.0041688416291289793 0.00077687228228752198 0.0032565486450765926 -0.0037030644336057258 0.0032407335064132342 -0.0032196497604057238 -0.0045541301077885524 -0.0034573516928646871 -0.0045542398311704483 0.0034832104291847425 -0.0027267125255372418 -0.0033762977026696433 -0.00099241501655634654 -0.0041755636364604054 -0.0019462519942442227 0.0030201457527776836 -0.0044947124474135798 0.0014714559689590644
leaf_weight=0.0029436475587512048 0.001682916399659006 0.0010898794188420871 0.0099182541819926584 0.0012104303576316857 0.0043260236948894351 0.0043657330286380738 0.0018859805735473856 0.0054196014580369925 0.0016674173875799178 0.0024750829060664614 0.0022273730871402711 0.002390905187785286 0.0010205819173449981 0.0037585129569990281 0.0013714111717035857 0.0074600317923509954 0.0030106813669705792 0.0029974493663765802 0.0012737528992801108 0.0049656779919572324 0.0012645502507035991 0.0012196104605806113 0.0020567513921756478 0.0036663049283305318 0.0059633248200725566 0.0010357646986562932 0.0021824649276549471 0.010545872665691292 0.0014815526383173952 0.024507384672148198
leaf_count=367 36 46 145 166 131 805 9 193 11 49 109 31 18 42 17 205 77 209 17 296 133 25 129 60 15 29 46 158 16 320
internal_value=0 -1.06875e-05 -5.21984e-05 1.71677e-05 -2.32978e-05 6.35526e-05 0.00106861 -0.000135082 0.00189258 -0.000292681 -0.001748 -7.99321e-06 0.00181037 -0.000152297 -0.00160755 -0.00220217 0.000114929 -2.86343e-05 0.000124272 -0.00186087 0.000388848 0.000505609 0.000627115 -0.00166404 0.00086144 0.00102287 0.00132518 0.00151522 0.000927947 0.00124247
internal_weight=0 0.119702 0.118612 0.115668 0.114458 0.110132 0.0181741 0.0919579 0.0140608 0.0041425 0.00411335 0.0875922 0.00644018 0.081152 0.01259 0.0112185 0.068562 0.0655514 0.0625539 0.00735658 0.0551973 0.0539236 0.052659 0.00488592 0.0477731 0.0457164 0.039753 0.0375706 0.0270247 0.0255431
internal_count=3910 3874 3828 3461 3295 3164 323 2841 205 60 118 2036 211 1825 264 247 1561 1484 1275 327 948 931 798 85 713 584 569 523 365 349
is_linear=0
shrinkage=0.00455379


Tree=924
num_leaves=31
num_cat=0
split_feature=14 157 156 1213 4 1429 1 12 480 42 42 376 454 43 133 47 454 33 133 157 49 52 133 151 151 158 0 52 15 51
split_gain=0.000792633 0.000891919 0.00122339 0.00117669 0.00117554 0.00135922 0.00119478 0.00111111 0.00102422 0.000898348 0.00144526 0.00111399 0.00114143 0.00103237 0.00144945 0.00137409 0.000968267 0.00100468 0.00103048 0.00100733 0.000924331 0.00123919 0.0020213 0.00133626 0.00200236 0.00165686 0.00200424 0.00192452 0.00157989 0.00120548
threshold=0.077685000000000018 -0.07686999999999998 0.11896500000000002 -1.0000000180025095e-35 -0.0017649999999999999 0.084545000000000009 0.10828500000000001 0.081080000000000013 -0.065749999999999989 -1.0000000180025095e-35 -0.086109999999999978 1.0000000180025095e-35 0.088225000000000012 0.0016850000000000001 0.10599500000000002 0.11566000000000001 -1.0000000180025095e-35 -0.007134999999999999 0.093845000000000026 -1.0000000180025095e-35 0.10251500000000001 0.11588000000000002 -0.26719999999999994 0.056555000000000001 0.083140000000000006 0.094245000000000009 -0.076099999999999987 -0.089799999999999977 -0.19153499999999998 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -7 -5 10 13 12 16 14 15 -10 -11 -18 19 -19 21 22 -21 25 -25 26 27 -24 -29 -30
right_child=-2 2 -4 8 -6 7 -8 -9 9 11 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0033443213687963554 -0.002316181610415156 -0.0030957332720322282 -0.0039513237901136868 -0.0041251445505065994 0.0033398290397868174 0.0040452437613757884 0.0018266881003796236 -0.0012244022407565561 -0.0025328230538350879 -0.0024447536140557785 -0.0030389672755672973 0.0028054209989502527 -0.0038459896977702801 0.0024614331359162278 0.0026424218181508984 0.0011594930043607524 -0.0027708581078944713 -0.0027885586152029186 -0.0013463664467992808 -0.0041251189483550365 0.0019741792079892777 -0.0012559606982132071 -0.0027909729864530127 -0.002868177846517135 0.0012463033295924554 -0.0027675432311310357 0.0027146746968666857 -0.0032557121355543716 0.0014503426920399716 -0.0012338479757100277
leaf_weight=0.002225675235998037 0.0025631401461358996 0.002119986851756627 0.0013888498299374765 0.0010093472745036349 0.0030202099450438169 0.0019769614425584336 0.001154362398210651 0.0010380889590968501 0.0057731726433608577 0.002299934032112815 0.0038732588301226825 0.0027431630555483357 0.0012081189506147885 0.0021307153849843283 0.0018086880743428688 0.0024389522113494877 0.0018052880528855999 0.0015706449924999246 0.0056917358593878689 0.0014999998601359357 0.0069879198969644554 0.0069007389150748102 0.0025338503899705591 0.0040442963370423968 0.0040044198423707655 0.0019023679789373906 0.010721381033110169 0.0014485070504317568 0.0260580214188285 0.0031953065971217489
leaf_count=221 126 563 92 77 86 29 40 80 217 77 394 155 20 36 58 11 30 150 344 35 107 222 70 17 62 59 168 34 284 46
internal_value=0 2.95636e-06 -0.000105933 -5.44668e-05 0.00121914 0.000217595 -0.0015783 0.00223089 8.96123e-06 5.04232e-05 -0.000845019 0.000220005 0.00013338 -0.000145706 -0.000700059 -0.00143623 0.000192979 0.000270394 0.000342108 0.000477718 0.00055175 0.000392225 0.000597496 0.000728904 -0.00082113 0.00100095 0.00116404 0.000663826 0.000948954 0.00115715
internal_weight=0 0.114574 0.105159 0.10377 0.0094153 0.00639509 0.00338004 0.00301505 0.10165 0.10064 0.0160248 0.0846157 0.0818725 0.0121515 0.0100208 0.00821212 0.0806644 0.0783645 0.0765592 0.0708675 0.0692968 0.0623089 0.0554082 0.0539082 0.00804872 0.0458594 0.0439571 0.0332357 0.0307018 0.0292533
internal_count=3910 3784 3328 3236 456 370 261 109 2673 2596 716 1880 1725 322 286 228 1705 1628 1598 1254 1104 997 775 740 79 661 602 434 364 330
is_linear=0
shrinkage=0.00412451


Tree=925
num_leaves=31
num_cat=0
split_feature=39 51 48 51 4 3 14 160 47 150 15 1 124 0 403 51 122 1373 133 1375 47 47 12 131 132 4 0 0 1186 3
split_gain=0.00219489 0.00325756 0.00278149 0.00308511 0.00414765 0.00292781 0.00274887 0.00269208 0.00265707 0.00257357 0.00257605 0.00249258 0.00294389 0.0027319 0.00238073 0.00234876 0.00232643 0.00230424 0.00225669 0.00299712 0.00223329 0.00287796 0.00264798 0.00272575 0.0026102 0.00251986 0.0043279 0.00289625 0.00322607 0.00309963
threshold=0.005105000000000001 -0.40274499999999996 0.11930500000000001 0.13741000000000003 0.28937500000000005 0.10420500000000001 -0.46879999999999994 -0.092169999999999988 0.096475000000000019 0.088040000000000021 -0.0089749999999999986 0.086245000000000002 -0.087894999999999987 0.12007500000000002 -0.092224999999999988 0.11975000000000001 0.089350000000000013 0.099250000000000019 -0.031394999999999992 -0.012944999999999998 0.13206500000000002 0.10783500000000001 0.092365000000000017 0.08844500000000001 0.088210000000000011 -0.48072499999999996 -0.076734999999999984 -0.081964999999999996 0.085080000000000003 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -6 18 -8 10 -7 13 -13 -3 -9 -4 -14 20 -1 -20 21 22 23 25 -24 -16 27 28 29 -27
right_child=1 11 15 -5 6 9 8 14 -10 -11 -12 12 16 -15 17 -17 -18 -19 19 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0003765498300306351 -0.0013733251769291945 -0.0010936875398897211 -0.0012888558092453155 -0.0013080370529001801 -0.00046626563683924876 -0.00062098804559982724 0.0013249401833699311 -0.001372969239993162 -0.0001326296544651827 0.001373434436213281 0.00055667149646567978 -0.00023098728075210339 0.001220052564286095 0.0007745359785271247 -0.00094954775989207517 -0.00017290935427224084 -0.00053709356003954554 -0.0013735702841770861 0.0010121600056995485 -0.0013731589404792242 -0.0013737537890241081 0.0008437158225944603 -0.00069326418455080332 -0.0013729982784377076 0.00050178545854926305 -0.00075070144577732542 0.0008284377741738019 -0.0010051632882856385 0.0011144130547143282 0.00010262015304570284
leaf_weight=0.0025394592845735539 0.0019523828184588856 0.0034732997558535308 0.0063429328229851487 0.0035366099484073201 0.0032314246144551353 0.0052588045023185233 0.0092843375757976077 0.0026657960217173473 0.0031593308085575708 0.0041928994602642424 0.010472179385033089 0.0046886638066538878 0.012662221712584912 0.0025644473248576105 0.0043433338724909723 0.0080866420745735468 0.0015995240787560769 0.0024806437377264947 0.0011300059306087471 0.0081769963020796865 0.0023174738869329295 0.0069745550948994142 0.019172114425069164 0.0025239634141458458 0.0041992230200094119 0.0092973507901814578 0.013829136671205333 0.0050987444616801261 0.0051334834137577437 0.058535193908457295
leaf_count=53 20 64 72 106 27 37 186 407 13 44 62 54 295 14 67 43 12 19 24 345 18 74 544 127 37 366 104 171 34 471
internal_value=0 0.000334543 -8.26325e-05 -3.79463e-05 -1.35364e-05 -7.64304e-05 0.000661908 -0.000142766 0.000954877 0.000417719 0.000162985 0.000467982 0.000712727 -0.000300186 -8.83104e-05 -0.000663456 0.00102298 -6.27353e-05 -0.000770554 -0.00108355 -3.79932e-05 -1.40163e-05 -6.29983e-05 3.53386e-05 -0.000478545 7.22743e-05 0.00012057 -4.82796e-06 6.50738e-05 -1.43389e-05
internal_weight=0 0.0269405 0.201983 0.187553 0.184016 0.168341 0.0156751 0.148417 0.0124437 0.0199239 0.015731 0.0249882 0.0189504 0.00603775 0.136571 0.0144296 0.0142617 0.133905 0.0118465 0.009307 0.131425 0.129107 0.122133 0.0987612 0.0233713 0.0962372 0.0918939 0.0780648 0.072966 0.0678325
internal_count=3910 459 3451 3336 3230 3004 226 2861 199 143 99 439 361 78 2439 115 307 2032 422 369 2013 1995 1921 1340 581 1213 1146 1042 871 837
is_linear=0
shrinkage=0.00137286


Tree=926
num_leaves=31
num_cat=0
split_feature=4 482 150 1 1373 1374 48 14 403 484 1456 1213 131 158 1375 11 1 129 101 52 475 475 15 448 124 124 123 160 3 101
split_gain=0.00218182 0.00230578 0.0024375 0.00322331 0.00392188 0.00313429 0.00297123 0.00282391 0.00289267 0.00368787 0.00269345 0.00247849 0.00243345 0.00242877 0.00243521 0.00294643 0.00319202 0.00249507 0.0025054 0.002515 0.00313332 0.00306333 0.00308652 0.00286573 0.00237343 0.00249713 0.00281683 0.002843 0.00230925 0.00160819
threshold=0.51224500000000017 0.092060000000000017 0.082085000000000019 0.085835000000000009 0.10700000000000003 -0.094679999999999986 0.088875000000000023 0.077685000000000018 -1.0000000180025095e-35 0.073820000000000011 0.075285000000000005 -1.0000000180025095e-35 0.089325000000000015 0.11034000000000001 -0.029589999999999995 0.088315000000000018 0.11899000000000001 -1.0000000180025095e-35 -0.08175499999999998 -0.42985499999999993 -0.067819999999999978 -1.0000000180025095e-35 -0.26361999999999991 -1.0000000180025095e-35 -0.50873999999999986 -0.048219999999999992 0.092740000000000017 0.099550000000000013 -0.14218999999999996 -0.041339999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 -5 28 8 9 -1 11 -10 -7 14 -13 17 -17 -16 -19 -20 -21 -22 -23 -24 -25 -26 27 29 -4 -27
right_child=-2 -3 3 4 -6 12 -8 -9 10 -11 -12 13 -14 -15 15 16 -18 18 19 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0011937148593728333 0.000980771714030941 -0.0011330489151094112 0.0010369563516252464 2.4708233270846078e-05 -0.0011124591325082263 0.00094664037854737064 0.00058731739053719651 -0.0010953978734729794 -0.0012435540302163813 0.00048519292303617024 -0.0010961559417234895 -0.00086021171408910268 -0.00062215100489722795 -0.0012436836970843071 -0.0012436788264255612 -0.0012439999831452178 0.00077427019234752438 -0.0012447305326699974 -0.00077147843286784284 0.00096310164817576052 -0.0010604253703141134 0.0010776619534039124 -0.001207321392801961 -0.0011369212102515954 0.00099670938342758539 0.0010248891307486059 -0.00089225871218962471 -0.0010903242021927169 -0.00094513047618223728 0.00016588889010926342
leaf_weight=0.0072049904295758971 0.0032481509445219095 0.0029752134382032827 0.0010279354805788907 0.012197019332859327 0.0024313036622061182 0.018940963317248816 0.0038953904916638757 0.004287293720928175 0.002478580733651369 0.0028125623935695288 0.0036089901235212265 0.0046218063547698298 0.0016630038773115521 0.0023546687250224343 0.0021250592319574926 0.0050079806222313996 0.0015982746253939695 0.0020681676351159686 0.0045863617308476981 0.007196546590252594 0.0033121066553292158 0.0053220522458801147 0.0025005684301078182 0.002214344668686862 0.0052948173951321556 0.0034894120071839998 0.00407314089991928 0.0027306899948982269 0.0078429307776666235 0.098296866367729052
leaf_count=811 168 154 6 28 15 242 21 109 233 46 211 39 29 88 45 71 14 6 207 132 45 73 31 16 63 3 33 59 139 773
internal_value=0 -4.55575e-05 -3.11892e-05 0.00021737 0.000411335 0.000524283 -0.000317935 -9.85225e-05 -7.38033e-05 -0.000722339 -3.39168e-05 -9.84712e-06 0.000820019 9.65531e-06 2.87646e-05 5.61893e-05 -0.000755713 9.36422e-05 0.000113785 0.000133996 0.000164888 0.00011974 0.000151283 0.000109712 0.000138079 0.000162869 0.000122212 0.000161747 -0.000715451 0.000195337
internal_weight=0 0.228159 0.225184 0.0479985 0.0352323 0.032801 0.0127663 0.177185 0.172898 0.0100176 0.16288 0.159271 0.020604 0.156793 0.154438 0.149816 0.00660626 0.14321 0.141085 0.139017 0.134431 0.127234 0.123922 0.1186 0.116099 0.113885 0.10859 0.104517 0.00887087 0.101786
internal_count=3910 3742 3588 480 314 299 166 3108 2999 857 2142 1931 271 1698 1610 1571 85 1486 1441 1435 1228 1096 1051 978 947 931 868 835 145 776
is_linear=0
shrinkage=0.00124344


Tree=927
num_leaves=31
num_cat=0
split_feature=1 47 50 15 48 13 52 484 8 160 160 14 454 11 12 16 49 15 2 1212 3 3 150 51 16 1 12 15 16 3
split_gain=0.00287361 0.00307136 0.00280049 0.00303665 0.00420176 0.00299453 0.00278692 0.00274904 0.0027021 0.00260022 0.00258931 0.00249852 0.00250162 0.00233392 0.00256823 0.00384392 0.00550227 0.00370511 0.00290435 0.00284823 0.00393358 0.00442541 0.00281417 0.00278991 0.0037047 0.00276428 0.00269792 0.00287216 0.00338993 0.00306905
threshold=0.10113500000000002 0.087850000000000025 0.14061500000000002 0.035895000000000003 0.12862000000000004 -0.079119999999999982 0.18936500000000003 -0.0043499999999999988 -0.092789999999999984 -0.079684999999999992 -0.084004999999999982 0.077685000000000018 -1.0000000180025095e-35 -0.0084249999999999985 0.084100000000000022 0.081265000000000018 -0.085974999999999982 -0.031229999999999997 0.086875000000000022 -0.5172699999999999 -0.088024999999999978 -0.089974999999999986 0.084800000000000014 -1.0000000180025095e-35 -0.014099999999999998 0.085990000000000011 0.10214500000000001 0.088190000000000004 -0.083144999999999983 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 9 -5 7 -1 -9 10 -2 12 -10 -14 15 16 -15 25 19 -16 21 22 -21 -20 26 -18 27 29 -29 -25
right_child=1 -3 -4 5 -6 -7 -8 8 11 -11 -12 -13 13 14 18 -17 17 -19 23 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00081732287385189925 0.00055368065063318651 -0.00011428881105559562 -0.0011044209879433654 0.00085223149214321686 -0.00049301464946005914 -0.00041623688370290242 -0.00079848338488527318 -0.0011057742560334966 -0.0011046939043587638 0.00084018807320305935 -0.00075808840891467412 -0.0011044214512701393 -0.0011043650455789416 -0.00083320038496289401 0.00089241913201451627 -0.00041586360213651766 -0.00053734308970865654 0.00071753903860413031 -0.00086466941371173077 -0.00086305499637670882 -0.0011043193146009949 0.00086426251105707586 0.00083363435127842636 0.00049261855483917472 0.00039718225654670222 0.00029465618329572172 -0.0011047716604204116 0.00057293606945991267 -0.0011043585408181224 -0.00074740977795045187
leaf_weight=0.0059905678931655429 0.0055979813809088341 0.035441241213490571 0.0016529183956208717 0.0029801074671240721 0.0044174013746669507 0.0095074472213241279 0.0069079907011344579 0.0029327762313187114 0.002541478319272982 0.023923455332511168 0.0027287357325462835 0.0026251318428904815 0.002298874969710595 0.0049505840913752755 0.0017861469503657182 0.011487824634947685 0.0060126280990102634 0.02318251718788833 0.0040718889612971756 0.0072028207589784898 0.0092099650301964448 0.0036764012025667361 0.0014280674149631523 0.0032817149924113673 0.024538956172946776 0.025581859624423942 0.0034503427475520701 0.010114628047642064 0.0017186027284221772 0.0094116495274096865
leaf_count=451 93 249 16 22 14 77 360 2 35 504 12 68 16 35 18 99 79 160 206 162 463 53 11 20 134 73 125 83 136 134
internal_value=0 0.000135184 0.000309205 0.00035674 0.000516893 -0.000113522 -0.000111201 -8.28551e-05 -5.56121e-05 0.000655224 0.000123803 -3.61894e-05 -1.82074e-05 -2.07472e-07 1.65907e-05 0.000169053 0.000281554 0.000382302 -0.000119315 -0.000447373 -0.000558589 -0.000150201 -0.000582321 1.57828e-05 8.40499e-05 0.000136322 -0.000190603 -6.19998e-05 0.000329334 -0.000426816
internal_weight=0 0.0862493 0.050808 0.0491551 0.0366676 0.0124876 0.174403 0.167495 0.161505 0.0322502 0.00832672 0.158572 0.155947 0.153405 0.151107 0.0712154 0.0597276 0.054777 0.0798912 0.0233034 0.0215173 0.0123073 0.00863089 0.0565878 0.0525159 0.0315945 0.0279769 0.0245266 0.0118332 0.0126934
internal_count=3910 987 738 722 623 99 2923 2563 2112 609 105 2110 2042 2007 1991 446 347 312 1545 707 689 226 173 838 632 152 498 373 219 154
is_linear=0
shrinkage=0.00110414


Tree=928
num_leaves=31
num_cat=0
split_feature=1456 1453 151 1 52 42 13 42 3 38 12 455 0 49 4 0 47 133 4 43 43 11 4 151 16 133 4 15 160 14
split_gain=0.00363204 0.00433356 0.00352944 0.0043473 0.00411897 0.00393197 0.00442577 0.00421747 0.0046675 0.00384401 0.0044802 0.00373777 0.00371254 0.00693321 0.00635118 0.00442225 0.00865509 0.00407645 0.00586252 0.00376935 0.00570876 0.00350594 0.00345122 0.00344146 0.00336874 0.00329617 0.00316976 0.00315143 0.00290837 0.00291693
threshold=-1.0000000180025095e-35 -0.09343499999999999 -0.52174999999999983 0.10113500000000002 -0.42985499999999993 0.092145000000000019 -0.014114999999999997 0.091330000000000008 -0.115685 0.13584500000000002 -0.083349999999999994 0.081825000000000009 -0.10071499999999999 -0.085974999999999982 -0.077679999999999985 -0.10209999999999998 0.080860000000000015 0.083815000000000014 -0.078484999999999985 0.0016850000000000001 -0.27619499999999997 0.082245000000000013 -0.083329999999999987 -0.50701999999999992 -0.014099999999999998 -0.26719999999999994 -0.51381999999999983 0.079360000000000014 -0.40446999999999994 -0.46879999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 7 11 8 21 10 -6 -7 13 -10 17 16 24 18 19 20 -14 27 -21 -16 -15 -12 -19 -4 -27 -30
right_child=2 -3 3 4 9 6 -8 -9 12 -11 25 -13 14 15 23 -17 -18 26 -20 22 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.00096214181614901514 -0.0012742046075656876 -0.0012037546586299347 0.00087149298364809459 -0.001373190949620604 0.0012772224138241951 -0.0013602085950308448 2.2250607592056768e-05 0.0011132503707603982 -0.0011829381975240977 -0.0013568816191811628 -0.0011281164125010196 0.0010033318473492991 0.0011791395704150993 6.7790527488178232e-05 0.0013745916534590153 0.0011038513244344592 -0.0013742851087511477 -0.0013145299693574676 0.0012497327571330849 0.00075466881333498595 -0.0012721528812056286 -0.00093858489438856105 -0.0013730785468056201 -0.00094287653624171069 0.00094547758576686352 -0.0013730980108078797 0.00081773441817189574 -0.0005007257562366905 -0.00059113088374880063 0.00042162645014400636
leaf_weight=0.002136001546760192 0.004163321304957889 0.0094173688951535439 0.018949505520758692 0.00287567641661468 0.008736910039129242 0.012815381760514555 0.01134307344023 0.0057685776744023079 0.0077753534452327236 0.0025767659099074072 0.003179968251004083 0.0013987112132554111 0.0020489959151745963 0.03968547673579792 0.0012570468243211499 0.0086315125767555401 0.007053003287026626 0.0014760704543732581 0.0037806166947333955 0.0056212436614728745 0.014200519992536801 0.0029886484657595238 0.0019300848817351826 0.030781449923609649 0.010402685316961424 0.0019119740635460394 0.011967878152173483 0.0037843272876898473 0.0058181952239664261 0.068069945523088649
leaf_count=31 65 338 87 113 240 460 44 44 51 9 29 17 6 137 1 16 28 6 19 42 435 46 72 811 34 24 148 50 35 472
internal_value=0 -0.000803321 -1.89405e-05 -1.33424e-06 0.000244306 -0.000113708 -0.000617276 -4.14482e-05 -8.00996e-05 0.00029582 0.000344369 -0.00112763 -0.000174735 4.30074e-05 -0.000393921 0.000187933 4.95784e-05 -3.62262e-05 -0.000338358 -0.000590616 -0.000963055 0.000459301 0.000210826 -0.000851949 0.000250075 0.000241176 0.000583624 0.00064307 0.00029862 0.000341879
internal_weight=0 0.0115534 0.300993 0.29683 0.0931694 0.20366 0.0255572 0.178103 0.172334 0.0902938 0.087717 0.0142141 0.146612 0.073548 0.0730639 0.0657727 0.0571412 0.0410254 0.0275815 0.0238008 0.0162495 0.0257225 0.00755133 0.0320385 0.0500882 0.0789801 0.0134439 0.0227338 0.0758001 0.0738881
internal_count=3910 369 3541 3476 922 2554 521 2033 1989 809 800 477 1806 266 1540 215 199 728 574 555 441 183 114 812 171 560 154 137 531 507
is_linear=0
shrinkage=0.00137286


Tree=929
num_leaves=31
num_cat=0
split_feature=1 14 52 0 42 0 0 4 52 13 455 474 33 12 15 3 52 4 52 0 159 0 457 42 2 15 15 1 47 1
split_gain=0.002313 0.00272904 0.00253793 0.00251413 0.00216797 0.00273124 0.00470889 0.00416201 0.00275171 0.00271431 0.00394384 0.00260524 0.00257932 0.00229668 0.00248164 0.00414778 0.00383954 0.00285249 0.00224454 0.00224064 0.00211589 0.00210088 0.00190633 0.00206471 0.00184758 0.00252533 0.00344161 0.00357682 0.00328058 0.0029624
threshold=0.10113500000000002 0.077685000000000018 -0.42985499999999993 1.0000000180025095e-35 0.092145000000000019 -0.077944999999999987 -0.082604999999999998 -0.51381999999999983 0.11401500000000002 -0.014114999999999997 0.081825000000000009 0.088510000000000019 0.084300000000000014 0.10058500000000002 -0.0071449999999999994 -0.089974999999999986 0.086950000000000013 0.0066400000000000009 -0.15154999999999999 -0.089539999999999995 0.10519500000000001 0.14676000000000003 -0.066264999999999991 -1.0000000180025095e-35 0.14808000000000002 0.035895000000000003 -0.017214999999999998 0.11167500000000001 0.094425000000000009 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 24 5 6 12 -7 11 10 -6 20 13 14 19 -16 -17 -18 -8 22 -9 -10 -1 -24 25 26 27 28 -4 -29
right_child=2 -3 3 -5 9 7 18 8 21 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.001070147752548859 -0.0013461248381571563 -0.0013463046214163932 0.0010282131858800636 0.0012049323947475707 -0.0013280074186521685 -0.00087243298911392219 0.00077414173022895098 0.00080117278024833714 -0.0013466064576318243 -7.3936801580512364e-06 0.00110167720581248 -0.00094145200565078405 -0.0013462528417078152 -0.0012879370608536945 -0.00089013100282962028 0.00072584554963198503 -0.0013469234466260936 0.00097137461568048901 -0.0013461727155257685 -0.0010843265080547587 -0.00054465701944176378 0.00058062787373246941 -0.00096441701522995929 5.6042783074695633e-05 0.00093961874938336258 -0.00054974391880209072 0.0010557624750907331 -0.0011381757898147225 -0.00016606573424380089 -3.0278337460781365e-05
leaf_weight=0.003374385966136372 0.00201252057293999 0.0032992425116091786 0.010424813020748047 0.0041421234356953099 0.0089960178710373206 0.0051330868230650131 0.0010220739489614781 0.024719829767146706 0.0025701655689505101 0.0095576070496008469 0.0013983665821228905 0.0019077496370485383 0.0028136817704762498 0.0025874186144179126 0.0045399090360609398 0.022632652428780098 0.0031250850840764946 0.0013887437598896213 0.0078584178678582361 0.0044653080897347755 0.0023143749439640251 0.0017040412894857582 0.0038997360916379611 0.045496783130996477 0.0047360794718613866 0.010129281738898044 0.0071097157529891311 0.0051781028730601966 0.0069409049171795792 0.028091424809645105
leaf_count=75 115 108 117 133 494 51 44 305 65 42 17 49 22 81 83 253 181 6 367 259 25 6 118 272 123 65 54 16 46 318
internal_value=0 -0.000134498 0.0001459 0.000185022 -0.000109743 -5.11979e-05 -0.000165164 0.000255504 0.000429811 -0.000525105 -0.00100114 0.000578684 -7.69485e-05 -3.79209e-05 -1.54868e-06 0.000300648 0.00049979 -0.000633666 -0.00110214 -0.000168847 0.000685957 -0.000578256 -9.13817e-05 -2.45201e-05 0.00012684 7.01266e-05 0.000178861 5.57345e-05 0.000550872 -0.000202713
internal_weight=0 0.164805 0.078765 0.0767524 0.161505 0.141553 0.103204 0.0383492 0.0332162 0.019952 0.0103944 0.028942 0.0943237 0.09151 0.0889226 0.0316864 0.0271465 0.00451383 0.00888049 0.0572362 0.0270342 0.00427421 0.0527709 0.0493965 0.0726103 0.0678742 0.057745 0.0506352 0.0173657 0.0332695
internal_count=3910 2923 987 872 2815 2262 1761 501 450 553 511 379 1350 1328 1247 523 440 187 411 724 330 71 465 390 739 616 551 497 163 334
is_linear=0
shrinkage=0.00134594


Tree=930
num_leaves=31
num_cat=0
split_feature=1 52 0 47 52 38 50 15 48 160 47 43 2 160 11 3 42 394 2 42 0 15 4 0 3 16 16 39 150 49
split_gain=0.00223308 0.00275015 0.00287369 0.00300714 0.00381095 0.00293451 0.00256558 0.00298426 0.00280843 0.0036045 0.00360687 0.00527629 0.00259591 0.00430422 0.00233787 0.00303797 0.00274419 0.00294364 0.00246905 0.00230461 0.00219915 0.00199299 0.00283779 0.00262308 0.00197099 0.0029928 0.00314041 0.00236875 0.00233804 0.00259555
threshold=0.10113500000000002 -0.42985499999999993 -0.017269999999999997 0.13177500000000003 0.12897500000000003 0.13584500000000002 0.11724000000000001 0.035895000000000003 0.12862000000000004 -0.079684999999999992 0.096475000000000019 -0.073139999999999983 1.0000000180025095e-35 -0.084004999999999982 0.08184000000000001 -0.11266 0.092145000000000019 0.15288500000000002 0.11462500000000002 0.091485000000000025 -0.12329499999999999 0.079360000000000014 -0.34687499999999999 0.039665000000000006 0.090325000000000003 0.22945500000000005 -0.094359999999999986 0.005105000000000001 0.092390000000000014 0.12114500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 3 5 -5 6 7 8 9 12 -11 -12 -3 -14 15 21 18 -18 19 24 -13 22 -1 -23 27 26 -26 28 29 -17
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 11 20 13 -15 -16 16 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.8625479322715526e-05 -0.0012436192834587526 -0.0012084321075187475 0.00091809017825637081 -0.0010936694247978367 0.00041097654799445121 -0.0012439047423142542 -0.00072682066842629162 -0.00030216478683119731 -0.00040299629199621147 0.0011209864700184975 0.0010144657581712367 0.00021948659461778442 0.001162587218789087 -0.00094668962149501432 -0.0010689166210110161 -0.00029418708208191555 -0.00092203427183114718 0.00099080512605100968 -0.0011041725620362093 0.00092075559413515079 -0.0011913969286015758 -0.0012437015323014142 0.00086499785216638623 0.0011335452182222061 -0.0001605530001832394 -0.00058077850296056719 0.00080675622531532786 0.00044604910532773325 -0.0012441376411817628 0.00098761147470668585
leaf_weight=0.0091571264520098321 0.0022327097401486631 0.0025542506743647664 0.0069755005516043403 0.006782573939744907 0.0042232173921092908 0.0021345432542148038 0.0039659875286588422 0.010151362452432977 0.0053624646150183244 0.017763175753636062 0.0073006369333370458 0.0033239089641483588 0.003586157934407197 0.0025662025373094366 0.00404904578360643 0.061481564497006147 0.011936250244488633 0.0013885894684619879 0.0038438982044413086 0.0033786649621880818 0.0035139565995905286 0.0025245046095534454 0.011178658222011252 0.0010026947711594403 0.0091583732355857688 0.0064387118875757201 0.011973870530880506 0.0072938653618876961 0.0038242011895555086 0.002543593784665176
leaf_count=38 115 37 162 38 23 8 58 63 22 327 37 19 48 8 83 1628 524 4 88 34 22 75 84 6 32 55 58 77 112 25
internal_value=0 0.000117591 0.000155484 8.28412e-05 -0.000516296 0.000188815 0.00023971 0.000308012 0.000442753 0.000554437 0.000747972 0.000279328 -0.000154689 0.00028279 -0.000136814 -0.000111161 -0.000189779 -0.000722696 -0.000125187 -8.97173e-05 -0.000505562 0.000294933 0.000444591 -0.00056791 -0.000122956 0.000161406 0.00038754 -0.000227291 -0.000299676 -0.000243264
internal_weight=0 0.0824366 0.0802039 0.0732284 0.0110058 0.0622226 0.0600881 0.0561221 0.0459708 0.0406083 0.0319017 0.0141385 0.00870661 0.00615236 0.151174 0.147125 0.123262 0.0133248 0.109937 0.106093 0.00683787 0.023863 0.0203358 0.0035272 0.102714 0.027571 0.0211322 0.0751432 0.0678494 0.0640252
internal_count=3910 987 872 710 61 649 641 583 520 498 405 78 93 56 2923 2840 2637 528 2109 2021 41 203 122 81 1987 145 90 1842 1765 1653
is_linear=0
shrinkage=0.00124344


Tree=931
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 1 15 47 48 14 1 0 15 47 9 13 13 12 484 403 14 129 1374 0 15 51 15 49 3 49 150
split_gain=0.00088158 0.00155757 0.0013821 0.00141685 0.00128378 0.0012303 0.00232454 0.00197333 0.00161964 0.00148086 0.00154891 0.00122162 0.00150782 0.00143 0.00113896 0.00209971 0.00175437 0.00165494 0.00150225 0.00125916 0.00130411 0.00135471 0.00200507 0.00119906 0.00158096 0.00138762 0.00141391 0.00116989 0.00149674 0.000980784
threshold=0.094385000000000011 -0.0043499999999999988 -0.42985499999999993 0.091520000000000018 0.093000000000000013 0.035895000000000003 0.08801500000000001 0.12862000000000004 -0.46879999999999994 0.11026000000000001 -0.10303999999999998 -0.14676499999999995 0.09550500000000002 0.082325000000000023 -0.5337599999999999 -0.45122499999999993 0.10129000000000001 0.091130000000000017 -0.092224999999999988 0.077685000000000018 0.093990000000000004 -0.094679999999999986 -0.23029999999999998 -0.0063699999999999989 0.083165000000000017 -0.029114999999999999 -0.088329999999999978 -0.076539999999999983 -0.0090499999999999973 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 11 6 7 8 -4 -7 -11 -3 13 14 -13 -16 17 18 -17 20 21 -20 -23 25 -25 26 -24 -28 -29 -8
right_child=2 4 3 -5 -6 9 29 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0029202461512838878 -0.0032524163363522292 -0.0026580923129750421 -0.00073026454188628216 -0.003237466652104809 -0.0028066833646730829 -0.0024222145031680964 -0.0024325123782764323 -0.0013446656550531754 0.0021844044804910112 0.0030179760963029425 -0.0011225100469462769 -0.0028736151696721213 0.0021398929281802848 -0.0025647577319286704 0.0030096310734135526 -0.003252334918365323 -0.002403982225116578 -0.0032526071120105213 -0.0013643596842321049 -0.003252640212217787 -0.0032524803859106982 0.0027459196658953453 -0.0032526547328800108 0.00088124902233907001 -0.0019178511455741644 -0.0032526039377692166 0.0011608645404249127 0.001083587626226336 -0.0032527476577691242 0.00010449730308103729
leaf_weight=0.0022562977073155013 0.0011272665611947721 0.0019308022569153307 0.0023083970695125791 0.0011105083591829148 0.0019121175378025148 0.0031581610489155301 0.0017927253338712026 0.0023597376266479833 0.015941804825392758 0.0016121269669042704 0.0023463488616926043 0.0014727563439578253 0.0032138388843669921 0.0024783836065580536 0.0023892667741165488 0.0013552970802905842 0.0033008156124469936 0.0015742949077484072 0.0044054430831863547 0.0010854158331774491 0.0010789255350864826 0.0039284587079464325 0.0013216955060419986 0.028160055050177282 0.0023091484701041045 0.0017022717238255334 0.0063039597309990664 0.0015911044268150931 0.0017877894531439491 0.015955605961899266
leaf_count=484 144 114 52 35 60 108 26 14 551 18 53 11 69 47 11 292 241 139 39 47 82 18 27 622 59 97 158 14 84 194
internal_value=0 -0.000258827 0.000305816 0.000391917 -0.000176906 0.000480548 0.000710956 0.00145389 0.00181574 -0.00076134 0.000563742 -0.00010647 -3.55401e-05 -0.00014108 -4.68802e-05 1.99496e-05 -9.92923e-05 3.51041e-05 0.00012916 0.000214544 0.000286105 0.000360224 0.000521516 0.000319124 0.000669116 -0.000520108 -9.74236e-05 0.000333261 -0.00121079 -0.000151761
internal_weight=0 0.0755581 0.0477127 0.0465854 0.0733018 0.0454749 0.0383583 0.0206099 0.0182502 0.00711664 0.00395848 0.0713897 0.0694589 0.0662451 0.0637667 0.0622939 0.0599047 0.0566039 0.0550296 0.0536743 0.0525889 0.0515099 0.0471045 0.043176 0.0304692 0.0127068 0.0110045 0.00968285 0.00337889 0.0177483
internal_count=3910 2715 1195 1051 2231 1016 837 617 603 179 71 2171 2057 1988 1941 1930 1919 1678 1539 1247 1200 1118 1079 1061 681 380 283 256 98 220
is_linear=0
shrinkage=0.00325215


Tree=932
num_leaves=31
num_cat=0
split_feature=1 160 52 38 12 484 151 122 15 1 0 47 50 13 0 3 48 1186 43 4 43 3 2 13 133 1 4 1212 2 160
split_gain=0.00248312 0.0027074 0.00260497 0.002667 0.00381488 0.00245986 0.00244882 0.00258931 0.00244516 0.00262864 0.0028323 0.00254722 0.00486589 0.00246058 0.00211638 0.0034142 0.00332599 0.00253413 0.00396281 0.00248268 0.00341444 0.00268954 0.00409984 0.0022313 0.00218803 0.00517082 0.00341715 0.00259659 0.00368448 0.00232575
threshold=0.094385000000000011 -0.40446999999999994 -0.42985499999999993 0.13584500000000002 -0.071274999999999991 -0.0043499999999999988 -0.40391999999999995 0.10299000000000001 0.035895000000000003 0.11026000000000001 -0.10303999999999998 0.09252500000000001 0.11581000000000001 0.25430000000000003 -0.071924999999999989 0.084925000000000014 0.084500000000000006 0.085080000000000003 0.0016850000000000001 -0.49837999999999999 -0.46376499999999993 -0.100615 0.10705000000000002 -0.074599999999999986 0.083815000000000014 1.0000000180025095e-35 0.05309500000000001 -0.50114499999999984 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -6 8 11 -10 -11 12 -8 -13 15 17 -17 24 -19 20 -16 -21 23 -23 25 -7 27 -27 -29 -26
right_child=1 2 3 -5 6 14 7 -9 9 10 -12 13 -14 -15 19 16 -18 18 -20 21 -22 22 -24 -25 29 26 -28 28 -30 -31
leaf_value=-0.0012749806394322348 -0.0012619014551689734 -0.0014284831584196512 0.0010970270371165262 -0.0014159555991076469 -0.0013649696097024369 -0.0013619755986686269 0.00081437582352625847 -0.0014289549233582636 -0.0010964172945481404 0.0013189081529382302 -0.00052657158538380944 -0.00022032378692186141 -0.0014286625864562634 0.00099481681818245444 0.00089803554219403819 0.00092677968986701331 -0.00017071751260382993 -0.0014284954002872683 0.0012983766887382944 0.0008851671018155927 -0.0010122803009480804 0.00110996153080554 -0.0014288421205447227 -0.00027225289914476169 -0.0014286049474016656 0.0012516634957714888 0.00057640729891867922 -0.0014286610623452933 1.1495079685321232e-05 4.5789428876492559e-05
leaf_weight=0.0038635714436263671 0.0026378892052321126 0.0019375844995259675 0.010330254664216554 0.0019195124914403996 0.002067760846557575 0.014690694302489593 0.028614924561427557 0.0019019299343199228 0.0051017609365686667 0.002939017690550827 0.004013302750990988 0.01727317332776579 0.0021191985368886881 0.0042327833944000295 0.0027005345036741346 0.0087191079603599064 0.015917683854468123 0.0015131936919594571 0.0038624783617251524 0.012496405815255685 0.0065108955808028668 0.0048184457694304683 0.0032612546822901054 0.0047133542527681982 0.0024712802119886126 0.0013648142121951415 0.0067584884766631595 0.0084017724647118541 0.0063734363194161156 0.018690041313806915
leaf_count=484 43 144 332 9 22 737 317 8 99 17 39 140 21 4 9 36 40 54 11 62 68 26 173 84 218 10 25 259 70 349
internal_value=0 0.000162512 0.000208084 0.000247469 0.000288095 -0.00015274 0.00016568 0.000213493 0.000262079 -0.000317789 0.000253585 0.000395881 0.000659712 1.88391e-05 -0.000117565 -0.000234248 0.000217693 -0.00040788 0.000530792 0.000182632 -0.000452229 0.000413874 -4.64903e-05 0.000426474 -0.000493768 -0.000700586 -0.000276267 -0.000633316 -0.000807435 -0.000126395
internal_weight=0 0.0850891 0.0824512 0.0805136 0.0785941 0.127127 0.0682639 0.0661961 0.0642942 0.0120541 0.00695232 0.0522401 0.0307341 0.021506 0.123264 0.088763 0.0246368 0.0641262 0.00537567 0.0345009 0.00921143 0.0252895 0.0127931 0.0095318 0.0587505 0.0375892 0.0228985 0.01614 0.0147752 0.0211613
internal_count=3910 1195 1152 1008 999 2715 667 645 637 155 56 482 338 144 2231 1809 76 1733 65 422 77 345 283 110 1668 1101 364 339 329 567
is_linear=0
shrinkage=0.00142833


Tree=933
num_leaves=31
num_cat=0
split_feature=1 160 0 3 4 4 2 48 0 0 129 130 13 13 3 43 147 48 14 39 47 457 457 1373 2 16 0 48 50 131
split_gain=0.000826812 0.00140489 0.00136323 0.00133864 0.00119239 0.00226407 0.00125763 0.00114428 0.00130033 0.00144384 0.00136892 0.00119676 0.00132607 0.00128736 0.00150513 0.0014838 0.00108496 0.00120977 0.00107248 0.00132096 0.00151631 0.00140519 0.00138836 0.0012891 0.00122872 0.00219758 0.00136391 0.00128268 0.00142083 0.00109599
threshold=0.085835000000000009 -0.40446999999999994 -0.084074999999999997 -0.083604999999999985 -0.00027999999999999998 -0.082509999999999986 0.10393500000000001 0.086065000000000016 -0.083424999999999985 -0.077944999999999987 0.090770000000000003 -1.0000000180025095e-35 -0.5337599999999999 -0.45122499999999993 -0.09113499999999998 -0.08921999999999998 0.088565000000000019 -0.092094999999999996 0.088250000000000009 0.005105000000000001 0.084695000000000006 0.68051500000000009 0.53894500000000012 0.09586500000000002 0.082715000000000025 0.050115000000000007 1.0000000180025095e-35 0.085090000000000013 0.10340500000000001 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -6 8 -4 10 -10 -11 -13 -14 -15 -16 18 -18 19 21 -21 22 23 24 26 27 29 28 -26 -3
right_child=1 16 7 4 6 -7 -8 -9 9 11 -12 12 13 14 15 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0034570232471473287 -0.0039347163759634561 -0.0013266986211715262 0.0026160638898053415 0.0029388570920564814 0.00066389894575621619 -0.0038320431846692389 -0.0041586522656622323 0.0021710136861237605 -0.0044651014923022198 -0.004227368456070542 0.0015408247255986063 -0.0044663449484615642 0.0044656638752329798 0.0013458714963609233 0.0007233318897320476 -0.0040014391562804563 -0.0011485634889982781 0.0043286480112851794 -0.0037771527846107464 0.0037124429988449753 0.00010912733404053621 0.0044703665139398871 -0.0044655103160396899 -0.0044653799375596907 0.0036279004936880417 -0.0023082716507787523 0.0040088666938506773 0.00054267555100804296 -0.001233945961254348 0.001295832220780077
leaf_weight=0.0046757950640039505 0.0015549990172303288 0.017953695456393692 0.0028025801199547109 0.0012531756233542506 0.0096131820388869471 0.0045884317122489313 0.0012139222079508025 0.00464301963936986 0.0031021110735878201 0.0012741848113915202 0.0010003467725279158 0.0011012984759872736 0.0015479600624530533 0.0084014711402957652 0.0025915089719674685 0.0027104776926607666 0.0011522973791784352 0.0026573547942394518 0.0013107114687231905 0.0045149918112104004 0.0048048962029838549 0.0013864889369870062 0.0014023819094290948 0.0012366163005452782 0.0066544908872137043 0.0038762899508579798 0.0012089697214374686 0.014749138500768311 0.0014611490623579471 0.0038589247537750273
leaf_count=531 85 489 54 22 245 296 45 99 361 18 29 3 7 119 42 329 26 108 27 268 67 2 7 21 110 182 42 142 18 116
internal_value=0 0.000261282 -0.000488628 -0.00134604 -0.000753883 -0.00237951 0.0001232 0.000138659 -0.000245994 -0.000615132 -0.00300061 -5.99395e-05 0.000264782 0.000606414 0.000170469 -0.00169206 0.000356913 0.00267197 0.000220003 0.000303021 0.00185474 3.41543e-05 -8.32229e-05 3.72815e-05 0.000149174 0.000800092 -0.00060691 0.00132706 0.00275257 -0.00086274
internal_weight=0 0.0697834 0.0505195 0.0213445 0.0166687 0.00584161 0.0108271 0.029175 0.0245319 0.0217294 0.00410246 0.0176269 0.0163527 0.0152514 0.0137035 0.00530199 0.0682284 0.00380965 0.0644187 0.063108 0.00931989 0.0537881 0.0524017 0.0509993 0.0497627 0.0267411 0.0230216 0.0228648 0.00811564 0.0218126
internal_count=3910 1710 2200 1139 608 318 290 1061 962 908 390 518 500 497 490 371 1625 134 1491 1464 335 1129 1127 1120 1099 452 647 270 128 605
is_linear=0
shrinkage=0.0044645


Tree=934
num_leaves=31
num_cat=0
split_feature=158 1 160 0 4 2 13 13 52 0 48 3 403 3 13 52 0 43 104 3 2 15 16 133 1373 15 1 456 42 48
split_gain=0.000822665 0.00080557 0.00126989 0.00117737 0.00119452 0.00179467 0.00112145 0.00194653 0.00168251 0.00109944 0.00127964 0.00137915 0.00209851 0.00203417 0.000999183 0.000982148 0.00107073 0.00143988 0.00107752 0.000978707 0.00109842 0.000990158 0.00130271 0.00111489 0.000967214 0.000982265 0.00179587 0.0010288 0.00107134 0.00101942
threshold=0.11034000000000001 0.085835000000000009 -0.40446999999999994 -0.084074999999999997 -0.00027999999999999998 0.079395000000000007 0.17936000000000002 0.10741000000000002 0.10433000000000002 -0.083424999999999985 0.091555000000000011 -0.115685 0.092300000000000007 -0.028189999999999996 -0.07409499999999998 -0.42985499999999993 -0.017269999999999997 -0.27619499999999997 0.077595000000000011 -0.083604999999999985 0.10393500000000001 0.091195000000000012 -0.50909499999999996 0.090085000000000012 0.09586500000000002 0.090505000000000016 0.11026000000000001 -0.030409999999999996 0.12462000000000002 0.12675000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 9 -8 -5 11 -11 13 -13 -12 -4 17 -17 24 -6 21 22 -21 -24 25 27 -27 -19 29 -29
right_child=-2 2 15 6 19 -7 8 -9 -10 10 14 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0020727855034013793 -0.0034563681681871509 -0.0037641090486717349 -0.0034860557781763207 0.0027030658057188941 -0.0034043090974952986 -0.0034595982247595043 -0.0039540635778636708 0.0038123049285974223 0.0020079822125157838 0.0013465820631808217 0.0039399215418042307 -0.004377626748257586 0.0022918574696303394 -0.00018360122502584226 -0.001315128389283974 -0.0035336680446236956 0.0025955871735238133 -0.0024532063639337992 -0.0032933338264856363 -0.0043777675133423854 -0.0040153920240887098 0.003700321886014418 0.0016980136256888462 -0.0023983084822149776 -0.003251169603424523 -0.0043774442543177052 0.0011094058964386774 0.0012257774265862181 -0.0030124680533120565 -0.00099214610945419371
leaf_weight=0.0013469857266272811 0.00134238860220559 0.0014395427341220559 0.001227569854329146 0.0025916440221607209 0.001762695893918532 0.0067652507643112814 0.0027276401485361026 0.0029901538701757593 0.0013584079823871775 0.0039587317763221082 0.002096255472607389 0.0051550572648562092 0.0020894651210521262 0.0038852795404800185 0.0010356091963217287 0.0018052895307292252 0.0042258732176492222 0.0018019679199028351 0.0014473991662100607 0.0011388134874010828 0.0011054619042116806 0.0016298333961231046 0.0051201644333409542 0.0016940325642238463 0.001266156098822079 0.002044479505506124 0.0025912456653713889 0.043132709544837944 0.0012955837646373416 0.0043725997997654522
leaf_count=29 167 84 168 50 74 718 58 37 15 40 19 625 60 55 48 39 194 29 37 18 41 11 177 32 21 183 34 754 34 59
internal_value=0 -9.98936e-06 0.000302212 -0.000439458 -0.00123404 -0.00254098 0.000146425 0.000510085 -0.00197198 3.5641e-05 -0.00034377 -0.000872235 -0.00166144 -0.00257515 0.00220224 0.000391977 0.00046638 0.000315809 0.000435726 -0.00038253 0.000115816 0.000592386 -4.45321e-05 0.000679654 0.000531247 0.000617946 -0.00131044 0.000794606 0.000914531 0.00102163
internal_weight=0 0.115102 0.0666504 0.0484515 0.0205632 0.00811224 0.0278882 0.0238022 0.00408605 0.020812 0.0182204 0.0150885 0.0111298 0.00904034 0.00313186 0.0652109 0.0639833 0.0597574 0.0579521 0.012451 0.0106883 0.00958284 0.00795301 0.0068142 0.0565047 0.0552386 0.00463573 0.0506029 0.0488009 0.0475053
internal_count=3910 3743 1636 2107 1100 747 1007 934 73 897 847 780 740 680 67 1552 1384 1190 1151 353 279 238 227 209 1114 1093 217 876 847 813
is_linear=0
shrinkage=0.00437696


Tree=935
num_leaves=31
num_cat=0
split_feature=124 3 39 42 39 133 483 1365 15 13 48 51 47 1 0 474 52 43 16 133 15 12 484 42 13 42 3 4 49 3
split_gain=0.000788408 0.0016479 0.000874555 0.00139028 0.00088293 0.00129579 0.00114469 0.000995937 0.000799808 0.00197483 0.000782098 0.00187274 0.00130857 0.00165965 0.00161951 0.0011695 0.00121644 0.00124748 0.00108862 0.00112842 0.00148745 0.000986765 0.000961039 0.000869531 0.00145256 0.000941903 0.000821451 0.0011839 0.00107155 0.00201881
threshold=-0.50873999999999986 0.31335500000000011 0.15608500000000003 -0.26552999999999999 0.005105000000000001 -0.079929999999999987 0.086680000000000021 1.0000000180025095e-35 -0.021529999999999997 -0.028919999999999998 0.12649500000000002 0.13741000000000003 0.13206500000000002 0.10420500000000001 -0.17106499999999999 -1.0000000180025095e-35 0.0053050000000000007 -0.013049999999999997 -0.52908499999999992 -0.088724999999999984 0.035895000000000003 -0.0089849999999999982 -0.0043499999999999988 0.092145000000000019 -0.014114999999999997 0.091485000000000025 -0.15327499999999997 -0.51381999999999983 -0.085974999999999982 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 10 -7 -10 12 -12 13 21 -15 -16 18 -18 -17 -20 -21 -5 -23 25 -25 26 -24 -28 -29 -30
right_child=1 -3 -4 4 5 8 -8 -9 9 -11 11 -13 -14 14 15 16 17 -19 19 20 -22 22 23 24 -26 -27 27 28 29 -31
leaf_value=-0.00426706838630976 -0.0049302302411819649 0.0049294210602994848 0.0035699660455216419 -0.0049295744915378251 -0.003828600570921074 0.0034674793221199911 -0.0032394404659448596 -0.0045278735801899794 -0.0033599696658504993 0.0036681230100497845 -0.0049307799727279873 0.0010768378301446958 -0.004930989831947028 0.004346196298914186 -0.0042927271953040434 -0.0023802067881332463 -0.0048153957958965571 0.0018154932443909489 -0.00194780677539644 0.004015738680313 -0.00081851372450708929 -0.0034632763218248627 0.002198648509205316 -0.0041730699911911029 0.00019998753844044969 0.0038442554854989045 -0.004930195828939569 -0.0019542392345374107 -0.00051482138754310519 0.0016860414765719133
leaf_weight=0.001069326575844797 0.0014521596964982555 0.0016144874061705386 0.001566432822762919 0.0010737032283998351 0.0010340103047319369 0.0043874285234979391 0.0029447020379290692 0.0012286856944019311 0.0018154591852450608 0.0020894044845096707 0.0025402343708069699 0.0025029425365801217 0.0012650179099580319 0.0036669455152633637 0.0010605103722456386 0.0013557358253848415 0.0015430996405427777 0.0012459531394313226 0.0013134581843132773 0.0069772062310704541 0.0019867934147441701 0.0020817987670591611 0.0039722751899784322 0.0031732358051324017 0.0044106154871261785 0.0016258970552147636 0.0012176164706012424 0.0060722505236689974 0.029029041105771453 0.015551347123277992
leaf_count=19 22 142 34 32 48 266 315 47 29 34 44 18 23 54 39 17 33 24 16 147 21 335 105 383 44 28 24 89 1364 114
internal_value=0 -1.44031e-05 -8.68433e-05 -0.00013958 -7.46637e-05 0.00137448 -0.0002128 -0.000118879 0.00202328 0.000400604 -6.10432e-05 -0.00194918 4.64038e-05 0.000118481 0.00140072 0.000703107 0.00107046 -0.00185318 0.00177141 0.00231906 0.00294427 -0.000241513 -0.000166535 -6.10331e-05 -0.00162979 0.000145988 3.83107e-05 -0.00012713 -1.16714e-05 0.000252924
internal_weight=0 0.111798 0.110184 0.108618 0.107165 0.0093263 0.0978391 0.0948944 0.00829229 0.00390486 0.0936657 0.00504318 0.0886225 0.0873575 0.0191497 0.0154828 0.0144222 0.00278905 0.0116332 0.0102775 0.008964 0.0682078 0.0671341 0.0650523 0.00758385 0.0574684 0.0558425 0.0518703 0.0506526 0.0445804
internal_count=3910 3891 3749 3715 3693 377 3316 3001 329 63 2954 62 2892 2869 351 297 258 57 201 184 168 2518 2486 2151 427 1724 1696 1591 1567 1478
is_linear=0
shrinkage=0.00492917


Tree=936
num_leaves=31
num_cat=0
split_feature=151 4 11 150 12 403 3 15 128 1 149 1184 1186 133 133 160 150 1373 123 0 0 3 33 151 1213 4 9 2 1 14
split_gain=0.000765518 0.000905656 0.00142303 0.00100388 0.00101872 0.000991807 0.000885 0.00143699 0.00119673 0.00108597 0.00101449 0.000990531 0.00102467 0.0011884 0.00144744 0.00128415 0.00210257 0.00133559 0.00145274 0.00136114 0.0013502 0.00139293 0.00141556 0.00132174 0.0012785 0.00123647 0.00141912 0.00142096 0.00121317 0.00105294
threshold=-0.52174999999999983 0.27608500000000008 0.08184000000000001 0.081245000000000026 -1.0000000180025095e-35 -0.092224999999999988 -0.10628499999999998 0.079360000000000014 0.086435000000000012 0.076710000000000014 0.10770500000000001 1.0000000180025095e-35 0.083785000000000012 -0.0023199999999999996 -0.17468499999999998 -0.083654999999999993 -0.053939999999999995 0.084905000000000022 1.0000000180025095e-35 -0.053834999999999994 -0.06402999999999999 -0.091594999999999982 -0.007134999999999999 -0.092609999999999984 0.032650000000000005 -0.082054999999999975 0.091370000000000021 -0.013084999999999998 0.14787500000000001 -0.13131999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2 7 9 10 -7 11 12 13 14 24 16 -15 18 19 20 21 -17 -23 -18 -8 -24 27 -27 -21 -29
right_child=1 3 -4 -5 -6 6 8 -9 -10 -11 -12 -13 -14 15 -16 17 23 -19 -20 28 -22 22 25 -25 -26 26 -28 29 -30 -31
leaf_value=-0.003250690283070826 -0.0028063043719617187 0.0033769364332349333 -0.0028996590541990495 0.0037360307856171039 -1.2659135849996532e-05 0.00064304213438789385 -0.0013722307209421516 -0.0011947881978377024 -0.0037358932496370286 0.003103812576466631 -0.0037362774261257389 -0.003567674419407035 0.0019397169609178357 0.0023264470378362378 -0.003012336567779151 -0.0035988487793621403 0.00099711344688519226 -0.0030562145528610163 0.0028151185340802277 -0.0019434756560753217 0.0033882833003505237 -0.0037363834367728902 0.0023681197784502445 -0.0035190420588197043 0.0034771665158130115 -0.0036141735463352939 0.0037417164896129014 -0.0033719724928854061 0.001872095634640733 0.00042421445854222347
leaf_weight=0.0010260579563130525 0.0017856747553766086 0.0014786449038410874 0.0025072219859039171 0.0016166278947356014 0.0075833214295926146 0.0069180902034791103 0.0021896553614741965 0.0035859935183522049 0.0012786019818714625 0.0039213781040778883 0.0010516835336531463 0.0010962360425761366 0.0036507922127810835 0.0015962661176658344 0.0040429812470442741 0.0012333472061811642 0.0011498164394367905 0.0016489143279159171 0.0031605937367746853 0.0063079843331843707 0.002090399512905349 0.0011079879357680502 0.0045950313028901698 0.0042368655911967359 0.0011609528018410309 0.0013450608930725061 0.0016065672971308223 0.001053288919933947 0.0014257464658840036 0.031928234197804349
leaf_count=65 446 179 157 98 147 69 132 82 186 59 20 44 55 18 499 59 38 42 138 161 30 21 42 377 42 18 1 22 19 644
internal_value=0 -8.71453e-06 -0.000121641 0.0010242 0.000540423 -4.84535e-05 4.28259e-06 0.000855109 -0.000151164 0.00153327 -9.21582e-05 -4.21436e-05 9.02537e-06 -8.90351e-05 -0.00150762 7.36111e-05 -0.00143916 0.000257316 0.000355137 0.000207586 0.000456601 0.000313647 0.000429543 -0.00255504 0.000308038 0.000543434 0.000310098 0.00014949 -0.00124006 0.00030298
internal_weight=0 0.108354 0.0976754 0.0106786 0.00906197 0.0951681 0.0933825 0.0144255 0.078957 0.0108395 0.0776784 0.0766267 0.0755305 0.0718797 0.00739359 0.0644861 0.00698295 0.0575032 0.0558542 0.0526936 0.0449599 0.0428695 0.0416362 0.00538668 0.00335061 0.0405282 0.0359332 0.0343266 0.00773373 0.0329815
internal_count=3910 3845 3421 424 326 3264 2818 210 2608 128 2422 2402 2358 2303 673 1630 433 1197 1155 1017 837 807 748 415 174 727 685 684 180 666
is_linear=0
shrinkage=0.0037357


Tree=937
num_leaves=31
num_cat=0
split_feature=158 1 0 14 3 48 51 51 457 48 132 150 2 15 42 42 15 48 48 51 13 0 133 33 52 52 4 52 48 0
split_gain=0.000692935 0.000721906 0.000984546 0.000964112 0.0008649 0.00109486 0.000978101 0.00121877 0.00105462 0.000902615 0.000881709 0.000879864 0.000833393 0.00119525 0.00142382 0.00133019 0.00130218 0.00103504 0.00112131 0.00137405 0.00126255 0.00163126 0.00165437 0.0012973 0.00145074 0.0013664 0.00152499 0.000971555 0.000888985 0.00131257
threshold=0.11034000000000001 0.10113500000000002 1.0000000180025095e-35 0.077685000000000018 -0.11266 0.10490500000000001 -0.097124999999999989 -0.088094999999999993 -0.066264999999999991 0.098405000000000006 0.079995000000000011 -0.15013499999999999 0.11635500000000001 0.088190000000000004 0.085330000000000003 -0.090359999999999982 -0.099824999999999983 0.092150000000000024 0.090910000000000005 0.089355000000000004 -0.5337599999999999 0.12007500000000002 -0.090054999999999982 -0.007134999999999999 0.086950000000000013 0.071660000000000015 1.0000000180025095e-35 0.091715000000000005 0.085790000000000019 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 -6 -8 -9 11 -1 -10 13 14 15 -13 -16 18 19 20 -17 22 -22 -24 25 26 28 -15 29 -25
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 -12 12 -14 27 16 17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00025381284803032794 -0.003132958165461584 0.00031336754921751646 0.0034242404466187162 -0.0040440543933357989 -0.0033589921749973117 -0.0039300595494236243 0.003170613202395083 -0.0034025166231456687 0.0034303076149629096 0.0024179983452983504 0.0029994195900519233 -0.0031937602005312673 -0.0040351135391447513 0.0017347690484990092 0.0017211031281884239 -0.0040449590395136223 -0.0033502092977676862 -0.0024067065871095769 0.0037097962531874064 -0.0034879333032057373 -0.0040441034254658538 0.0040115152375515975 -0.004044304670161372 0.0012592725723924527 -0.0024406797402115391 0.0034516736950832992 0.0015911321063188995 -0.002132784249163717 -0.0038236530457400227 -0.0040438778018520253
leaf_weight=0.0093588265230009071 0.0011715017745798076 0.033085551613757147 0.001751536296301647 0.0010742247393569207 0.001658947256797271 0.0013931411485019743 0.0016922988270762209 0.0017496014369571258 0.0010015456650762635 0.0020514625100149777 0.0024036439174608413 0.002388864641871268 0.0010090447187371945 0.0066184385959555669 0.0010022744012072593 0.0010772596142487592 0.0047584637749223382 0.0027915450934217203 0.0013948094708613459 0.0017354534888363018 0.0014584245486600747 0.0019119864550702905 0.0010122276959805268 0.002861154965456675 0.0021924108160913383 0.0031624920990207519 0.0082946869646960408 0.0012650302515734291 0.0014935657304124828 0.0010407105120977707
leaf_count=145 167 751 197 99 224 91 45 169 4 44 39 200 70 336 38 4 363 23 16 47 108 13 22 45 102 64 64 307 11 102
internal_value=0 -5.7026e-06 0.000469776 -0.000242835 -0.000183465 -0.000389424 -0.000300744 -0.000206728 -0.00031607 -0.000209184 0.000814874 -0.000320377 -0.000399513 -0.000320553 -0.000613751 -0.00028826 -0.00246788 -6.01429e-05 0.000176893 -1.08985e-05 0.000235347 0.000432166 0.000114088 0.000416443 0.000653528 0.00105606 0.000502664 0.00111416 -0.0011707 -0.00015519
internal_weight=0 0.10469 0.0348371 0.0698525 0.0687783 0.0570158 0.0556227 0.0539638 0.0522715 0.0505219 0.0117625 0.0484704 0.0474688 0.0464598 0.0385763 0.0328156 0.00576074 0.0304267 0.0276352 0.0262404 0.0245049 0.0234277 0.0215157 0.0200572 0.019045 0.0168526 0.0136901 0.00788347 0.00539543 0.00390187
internal_count=3910 3743 948 2795 2696 2512 2421 2197 2152 1983 184 1939 1935 1865 1222 821 401 621 598 582 535 531 518 410 388 286 222 643 158 147
is_linear=0
shrinkage=0.00404364


Tree=938
num_leaves=31
num_cat=0
split_feature=457 456 1213 52 4 480 403 52 133 1375 160 448 448 133 151 9 484 50 3 401 48 38 1 13 0 12 2 12 43 4
split_gain=0.000691504 0.000732718 0.000731499 0.000875559 0.000736201 0.000962078 0.000767609 0.000924611 0.000838897 0.000765249 0.000792913 0.00128982 0.00117178 0.00111467 0.00140887 0.00110791 0.000976727 0.00147993 0.00137421 0.00102579 0.00106601 0.0011523 0.00137842 0.00182195 0.00137868 0.00118274 0.000960896 0.000855092 0.000885076 0.00202521
threshold=-0.14941999999999997 -0.030409999999999996 -1.0000000180025095e-35 -0.089799999999999977 0.51224500000000017 0.086640000000000009 -0.084084999999999979 -0.42985499999999993 -0.26719999999999994 0.079730000000000009 -0.10117499999999999 -0.083114999999999981 -0.037059999999999989 -0.031394999999999992 -0.0035949999999999997 0.091655000000000014 -0.0043499999999999988 0.10030500000000002 0.10223 0.085435000000000011 0.12675000000000003 1.0000000180025095e-35 0.10420500000000001 -1.0000000180025095e-35 -0.17106499999999999 0.10257000000000001 0.12732500000000002 -0.071274999999999991 -0.16369999999999998 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -8 -9 10 13 -12 -13 -10 -15 16 18 19 -14 20 21 22 25 -24 -25 27 -22 -18 -29 -30
right_child=1 2 4 -5 -6 -7 7 8 9 -11 11 12 15 14 -16 -17 17 -19 -20 -21 26 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0023763996321652884 -0.003097048680814363 0.00077444268866188107 -0.0027516997592278015 -0.0043771861421059892 0.0036802891319597376 -0.003306546529744821 -0.002664731127045736 -0.0027847895589597845 0.0024478066743127674 -0.002716702934171031 -0.0033679694535881147 0.0041657072646299476 -0.0042652816293863756 0.00082172138387893437 -0.0043301803194986839 -0.0026955018648501428 0.0037141014371109443 0.0033385981499236229 0.0012218555009768926 -0.0029594785684991715 -0.0043749065483048638 -0.0024367252958533165 0.0039733228929973103 0.0039312998920449892 -0.00031755158616834299 -0.0025486094162823691 0.00059884657899632549 0.0025686488858014029 -0.0043780914300440583 0.00048420650785069075
leaf_weight=0.0022158752766472381 0.0015343171667606672 0.0010510197044157898 0.0018594445901939363 0.0015854643943358218 0.0010375988392610216 0.001682972981426444 0.0022780060333500432 0.0018167155564019479 0.0011738506246885549 0.00166731434546774 0.0017150855784411325 0.0016090260924137558 0.0019211649867151284 0.0016448169520799638 0.0026638271441445918 0.0021644317574498464 0.0016047444887821163 0.0035703879244675099 0.0016048066416649576 0.0016518882156653083 0.001573913103470658 0.0022304688471308501 0.0053885628851673148 0.0019170518954325644 0.0061782096470883729 0.0024461136537254893 0.0014114775058828855 0.0035071539298314738 0.0017147797163090525 0.038188132643194109
leaf_count=54 66 43 414 548 163 224 325 195 26 116 45 77 239 37 222 51 61 60 23 54 16 47 146 22 58 43 30 28 37 440
internal_value=0 -9.55424e-05 -4.89579e-05 -0.00232352 1.33651e-05 -2.66078e-05 3.24292e-05 8.89201e-05 0.000159114 0.000220204 0.000277223 0.000387049 0.0004689 -0.00133332 -0.00236345 0.000391723 0.000480926 0.000592006 -0.00176787 0.000447395 0.000532458 0.000653234 0.000766321 0.00200129 0.000688626 0.00041546 -0.00202334 0.000576528 0.000460541 0.000275255
internal_weight=0 0.100393 0.0988584 0.00263648 0.0962219 0.0951843 0.0935014 0.0916419 0.0893639 0.0875472 0.0858799 0.0803974 0.0786823 0.00548249 0.00430864 0.0770733 0.0749089 0.0713829 0.00352597 0.0678125 0.0661606 0.0631752 0.0609447 0.0134838 0.00809526 0.0474609 0.00298539 0.0450148 0.0434101 0.0399029
internal_count=3910 3856 3790 591 3199 3036 2812 2398 2073 1878 1762 1477 1432 285 259 1355 1304 1042 262 982 928 882 835 226 80 609 46 566 505 477
is_linear=0
shrinkage=0.00437696


Tree=939
num_leaves=31
num_cat=0
split_feature=31 2 160 1456 133 453 0 41 8 1429 403 457 0 47 16 10 47 43 3 16 124 1 11 12 3 48 2 51 48 48
split_gain=0.00192853 0.0022485 0.00278379 0.00235606 0.00223572 0.00222959 0.00213611 0.0027414 0.00269981 0.00235404 0.00218309 0.00207761 0.00269373 0.00196226 0.00555241 0.00315793 0.00235591 0.0024357 0.00204719 0.00225517 0.00181464 0.002354 0.00315516 0.00255246 0.00245848 0.00250859 0.00221015 0.00202634 0.00295923 0.00285924
threshold=-1.0000000180025095e-35 0.086545000000000025 0.091575000000000017 -1.0000000180025095e-35 0.19121000000000002 0.089535000000000017 1.0000000180025095e-35 0.080335000000000018 0.079700000000000007 0.084545000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14136999999999997 0.09550500000000002 -0.078399999999999984 -0.012684999999999998 0.10783500000000001 -0.075819999999999985 -0.089974999999999986 -0.27337499999999998 -0.52484999999999993 0.10420500000000001 0.082245000000000013 -1.0000000180025095e-35 -0.11266 0.10490500000000001 0.087005000000000013 0.12342500000000002 0.13342000000000001 0.14093000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 5 20 7 8 9 10 -2 -12 -13 14 18 -15 -17 -18 -14 -20 -5 22 24 -23 -22 26 -26 28 -25 -29
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 11 12 13 15 -16 16 17 -19 19 -21 21 23 -24 27 25 -27 -28 29 -30 -31
leaf_value=0.0011331602313873175 -0.0012684322085028299 -0.00096050049842996384 -0.0012454696210028673 -0.0011462037432736728 -0.0012370397378339121 -0.00086958837432035566 0.00086419931413078774 -0.0012251942777839243 0.0011253722462581128 0.00095617923736061286 -0.001240992361733864 0.0005580072100994525 -0.00066876917078966805 0.001272098331571121 -0.0011898375169923422 -0.0012687335130281889 -0.00039858015499275669 0.00082647740816543314 -0.0012508721879210048 0.00054137902717998042 0.00057933407376083417 0.0012684988032556897 -0.0012686042881744823 0.00069923504047330611 0.00086982201519826509 -0.0012219580750810685 -2.2115774590637692e-05 -0.0010881839677764874 -0.00099040741294857833 0.00047560332482183431
leaf_weight=0.0022881841552102591 0.0031939033613852521 0.0034912238766364725 0.0039857430629179893 0.0017112762138253848 0.0019885941672832521 0.0035578468415877742 0.0031548798581937368 0.0039741741588628079 0.0026044963814229041 0.0027287852370552193 0.0028552942448740728 0.0077644940804937257 0.0048970347927141953 0.0029676833655685178 0.01038752481670803 0.0025579280216163633 0.0066373167371125419 0.0043034586701651278 0.0012858418481584985 0.0092803210393377286 0.014248659887918791 0.0052890675291550329 0.0027945045399722082 0.016546283555502583 0.0048533831767798566 0.0026063174196977448 0.056417038128796726 0.0035129346749727111 0.0018542618818173642 0.0040482540935045108
leaf_count=113 480 194 91 14 206 44 80 56 41 23 81 51 55 1 250 43 59 26 9 155 96 169 79 248 49 54 1074 21 19 29
internal_value=0 -3.8011e-05 -0.000215024 6.6508e-05 9.65303e-05 0.000119111 -0.000155148 -0.000204292 -0.000138283 -0.000194198 -0.000250124 -0.000188685 -0.00012869 -0.000254688 -0.000472664 8.75155e-05 -0.000172914 8.32856e-05 9.103e-06 0.000323272 0.00015 0.000169775 5.55942e-05 0.000465431 0.00010296 -3.30226e-06 4.85368e-05 0.000301825 0.000528966 -0.000250934
internal_weight=0 0.195499 0.0725789 0.12292 0.119428 0.11744 0.0685931 0.0654383 0.0614641 0.0588596 0.0561308 0.0529369 0.0500816 0.0423171 0.0258507 0.0164664 0.0134987 0.0109408 0.0154632 0.0105662 0.113882 0.112171 0.0809199 0.0312508 0.0781254 0.0638767 0.0612704 0.0259617 0.0184005 0.00756119
internal_count=3910 3797 1501 2296 2102 1896 1410 1330 1274 1233 1210 730 649 598 469 129 128 85 219 164 1852 1838 1352 486 1273 1177 1123 317 267 50
is_linear=0
shrinkage=0.00126831


Tree=940
num_leaves=31
num_cat=0
split_feature=2 160 1456 1374 3 0 160 52 43 47 47 1 16 13 16 0 457 123 453 16 3 1375 457 51 133 13 42 51 1 42
split_gain=0.000669075 0.00166677 0.00119873 0.00116724 0.0012338 0.00161922 0.00115245 0.0010546 0.00106013 0.00162207 0.00192419 0.00211125 0.00175172 0.00158558 0.00144447 0.00131065 0.000973893 0.00103287 0.00117573 0.000910211 0.00165483 0.000827191 0.00168138 0.00106902 0.00115916 0.000958164 0.000938067 0.00103967 0.00117303 0.00108559
threshold=0.086545000000000025 0.091575000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084925000000000014 -0.12329499999999999 0.031805000000000007 0.086950000000000013 -0.074254999999999988 0.096300000000000011 0.09550500000000002 0.095575000000000007 -0.088144999999999987 -0.003375 -0.089864999999999987 -0.10303999999999998 0.68051500000000009 0.086020000000000013 0.089535000000000017 -0.012324999999999997 -0.075679999999999983 -0.43271999999999994 0.10184000000000001 -0.07742499999999998 -0.0047949999999999989 -0.5337599999999999 -1.0000000180025095e-35 0.092340000000000019 0.13860500000000003 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 7 8 13 10 11 12 14 19 -10 -15 17 18 21 -5 -21 -4 23 24 -23 -25 -27 29 -29 -28
right_child=2 -3 16 4 5 -7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 20 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=-0.0044155959511694778 -0.0034503232344387847 -0.0043412553626504796 -0.0019119919819774991 0.0041138812110444768 0.0037230185712767471 -0.0016459391826534559 0.0031387207679698902 -0.0031818861384257588 -0.0024980586893290791 -0.0042670105847966633 0.0044707734308784561 0.0027720910944804052 -0.0038136244416055358 0.0015662880868038619 0.0035817169287401147 -0.0034621729742892863 0.0044692157778303664 0.002850990580844179 -0.003740580207500017 -0.0026751154874860295 0.0040231891776027328 0.002414946080972106 0.0038413075764530038 -0.0031427915799498241 -0.0027152141334737443 -0.0013672188700797993 0.0015101285340643376 -0.00196987114367195 0.0024347803936946824 -0.00053054486328553657
leaf_weight=0.0013113509746460741 0.0017083545439079964 0.0021386631927564617 0.0033529515538432966 0.0027587357348504149 0.0033346024409439678 0.0016855672330380314 0.0016568376501893125 0.0030249143946895476 0.0016019972423457762 0.0027184833788469467 0.0014007571153342733 0.0021977645253876696 0.0049536210177409997 0.0017904633207699305 0.0015159661201309387 0.0024426034362821075 0.0011183162741872357 0.0029285122491380369 0.0015205673131468691 0.0015291793917904251 0.001415739448545672 0.0011005549626061928 0.00264890145500729 0.0014558885466158236 0.004338407846724234 0.0045941011899975895 0.025571202069175847 0.0048293262260851169 0.0016058632560174146 0.0065209818767679719
leaf_count=21 194 101 13 121 38 42 81 329 137 66 1 86 322 10 22 92 3 164 39 122 19 68 64 18 308 449 533 166 30 251
internal_value=0 -0.000514058 0.000238628 -0.000282439 -0.000123154 0.00192034 -0.000476817 -0.000695841 -0.000386695 -0.00116122 -0.000437742 -0.00110727 -0.00216356 0.000734833 0.000457952 -0.00133528 0.000340957 0.000264607 0.00013297 0.0022712 0.000545026 0.000238114 0.000375001 0.000191423 -0.00167714 0.00041941 0.000539679 0.000767062 -0.000870717 0.00109547
internal_weight=0 0.0374772 0.0632939 0.0353386 0.0340272 0.00502017 0.0290071 0.0273502 0.0243253 0.0143886 0.0116701 0.0102693 0.00807158 0.00993672 0.00311796 0.00423307 0.0615856 0.0604673 0.0575387 0.00570365 0.00294492 0.0560182 0.0526652 0.0500163 0.00543896 0.0445774 0.0431215 0.0385274 0.00643519 0.0320922
internal_count=3910 1610 2300 1509 1488 80 1408 1327 998 634 568 567 481 364 159 102 2106 2103 1939 262 141 1900 1887 1823 376 1447 1429 980 196 784
is_linear=0
shrinkage=0.0044645


Tree=941
num_leaves=31
num_cat=0
split_feature=123 480 0 42 1 133 49 160 150 448 16 42 1 1 51 150 1375 16 1375 16 403 2 0 0 12 52 1186 52 42 12
split_gain=0.000604194 0.00066785 0.000659128 0.00120478 0.00116812 0.00115061 0.000966577 0.000790166 0.00155206 0.000912584 0.000848391 0.00138528 0.00114901 0.00140436 0.00112048 0.00102508 0.00142944 0.000997257 0.000921536 0.00108312 0.000893745 0.00111309 0.00113897 0.00192765 0.00117018 0.000863864 0.000854215 0.001866 0.00220301 0.00100166
threshold=-0.041524999999999992 0.086640000000000009 -0.017269999999999997 -0.11403999999999999 0.10786000000000001 -0.26719999999999994 0.0037600000000000003 -0.10117499999999999 -0.22988499999999998 -0.083779999999999979 0.070590000000000014 0.091230000000000019 0.094385000000000011 0.093000000000000013 0.08955500000000001 0.10871000000000001 -0.089714999999999975 -0.27337499999999998 -0.43271999999999994 0.032820000000000009 -0.092224999999999988 0.10393500000000001 -0.077944999999999987 -0.082074999999999995 -0.0089849999999999982 -0.072349999999999984 0.085080000000000003 0.084890000000000007 0.088465000000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -5 -4 8 -7 -9 12 -12 13 14 15 16 -11 -14 -19 -20 -18 22 23 24 -22 -21 27 29 -29 -26
right_child=1 -3 4 5 -6 7 -8 9 -10 10 11 -13 17 -15 -16 -17 20 18 19 25 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0024274888928925457 -0.0025063621905032601 -0.0023815802049776103 -3.2908093219609092e-05 -0.0033657452376871307 0.0034754565078974897 0.0023606345084053156 0.0033501582267897734 -0.002951155440846444 -0.0029089207923721013 -0.0037365152273284826 -0.0023115464297535399 0.00071265271464658673 -0.00015110121576772747 -0.0033735928487982538 -0.0021645810884552523 0.0027035663864760748 -0.0030179202218272843 -0.0011928954499297218 0.0023427469107237205 -0.0029767344069901321 -0.0033121985650805754 -0.0027637445883235494 0.0027276127125237938 -0.0037359147980197656 0.0017854909211269827 0.001824905277028831 0.0031234855076196296 -0.0037366643525168029 0.0027251298286904138 -6.7616821998914693e-05
leaf_weight=0.0013734458447611777 0.0029462311442105529 0.0017100426767000512 0.011915880366720977 0.0014515453298482575 0.0018440860661059775 0.0010403780397609808 0.00130794477439622 0.0013542156297834387 0.0031168287686467169 0.0013086587717783251 0.0047169467789351938 0.0038301939680371877 0.0071795666163128038 0.0017306947001092246 0.002889345723470659 0.0022356280788642371 0.0011247949632592338 0.0015297644825977849 0.010943508239202426 0.0010524576194654855 0.0010457503522438528 0.0014967677586756869 0.0029758276880951324 0.0015616548110100074 0.010008449884864479 0.0010391824181628104 0.0019050481520395115 0.0026152027195347474 0.0010248325215294063 0.0068612662088867174
leaf_count=41 191 248 248 205 152 5 21 47 369 33 219 132 198 39 103 65 313 6 275 11 40 67 69 151 114 55 25 165 35 268
internal_value=0 -6.79461e-05 -2.58802e-05 -0.000162472 0.000690124 -7.16546e-05 0.000301705 -7.54796e-06 -0.00159017 8.58682e-05 0.000145409 -0.000956325 0.000300983 -8.44082e-05 6.92241e-05 0.000258144 8.69146e-05 0.000988375 0.00155006 0.00187197 0.000250325 0.000374961 0.000542755 0.000282916 0.00055043 -0.000591152 0.000730639 0.000508379 -0.00191738 0.00103179
internal_weight=0 0.0957627 0.0940527 0.0789847 0.0150679 0.0760385 0.0132238 0.074587 0.00415721 0.0704298 0.0690755 0.00854714 0.0605284 0.0387839 0.0370532 0.0341639 0.0319283 0.0217445 0.0145649 0.0130351 0.0306196 0.0294948 0.027998 0.0250222 0.0234605 0.00209164 0.0224148 0.0205098 0.00364004 0.0168697
internal_count=3910 3869 3621 3200 421 3009 269 2804 374 2430 2383 351 2032 1487 1448 1345 1280 545 347 341 1247 934 867 798 647 66 607 582 200 382
is_linear=0
shrinkage=0.0037357


Tree=942
num_leaves=31
num_cat=0
split_feature=2 50 41 4 15 159 403 14 456 151 151 399 48 150 52 1429 1213 1 49 13 52 151 160 52 13 16 12 42 52 124
split_gain=0.00242348 0.00294096 0.00257267 0.00271193 0.0031668 0.00335869 0.00232433 0.00224395 0.00215614 0.00208934 0.00276919 0.00205275 0.00196081 0.00244084 0.00201884 0.00204319 0.00196479 0.00208469 0.00283028 0.00234755 0.0024701 0.0026761 0.00366618 0.00198526 0.00287282 0.00225327 0.00201048 0.00197818 0.00186846 0.00200203
threshold=0.10274500000000002 0.10119500000000002 0.080335000000000018 0.28937500000000005 -0.11739999999999999 0.10276500000000001 -0.092224999999999988 0.077685000000000018 -1.0000000180025095e-35 -0.40391999999999995 -0.084874999999999992 0.088190000000000018 0.09227500000000001 0.11247500000000001 -0.42985499999999993 0.059810000000000009 -1.0000000180025095e-35 0.10752500000000002 -0.085974999999999982 -0.094679999999999986 -0.098644999999999983 0.056555000000000001 0.031805000000000007 0.071660000000000015 -0.032264999999999995 -0.19424999999999998 0.084235000000000018 -0.10770999999999999 0.28122000000000008 -0.43954999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 -2 -11 12 13 14 -10 16 -16 18 -18 -20 -21 22 23 24 -22 -25 -27 -19 29 -12
right_child=9 -3 -4 -5 5 -7 7 -9 11 10 28 -13 -14 -15 15 -17 17 27 19 20 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00077845783337844208 -0.00096785332304064726 -0.0010859396291370642 -0.00085539295823651353 0.0011718728024440357 -0.0011718231987103117 -0.0010690823495020389 -0.001171942700118496 -0.0011719927497438501 -0.0011718468749841999 0.0010555331053802035 -0.001169789557965 -0.0011722202541855351 0.00057242788529724223 -0.00107770148467815 -0.00097603318972072325 0.00070713486041878342 -0.00090804254744694158 -0.00012964075965169692 0.0005785509845487297 -0.0011720863548199153 -0.0011720995648684457 -0.0011723432773189182 0.00061711814891021776 -0.0011726079764726833 -0.00011679678321051857 0.0010825850534160672 9.5901393473663701e-05 0.00092634285227438879 -0.00078714879168954757 0.00022653428831706401
leaf_weight=0.0082238419321911671 0.0021427890551422015 0.0041533836998157705 0.0057062474033493507 0.0024406146830227007 0.002242591261644388 0.0041025713909332842 0.0019326601130558166 0.0020842718364342252 0.001749478510518542 0.004871455009890723 0.0014526519273658769 0.0017785025529732925 0.010729023535915871 0.0025892650786829554 0.0024918383782606126 0.0070074749699715602 0.0043460376242876455 0.0037228447981760837 0.010446772438221785 0.0024661013410014468 0.0042401388664323738 0.0024469680574838995 0.013193848189075652 0.0013897412442815818 0.021499216995255921 0.0040666934763322763 0.0093633355663964579 0.0070438642654409023 0.0028708660068224026 0.047756975479205988
leaf_count=185 26 359 103 115 336 165 49 45 127 71 9 86 68 25 349 117 43 8 47 44 111 6 82 6 112 19 243 49 68 837
internal_value=0 -0.00011454 -8.51558e-05 -5.17573e-05 -7.48797e-05 -2.70341e-05 9.55797e-06 3.26787e-05 5.49967e-05 0.000167994 0.00021073 7.64422e-05 9.68549e-05 4.4823e-05 7.52659e-05 9.85446e-05 4.93656e-05 7.97023e-05 9.1285e-06 6.68032e-05 -2.43247e-05 2.604e-05 8.05934e-05 -9.39376e-05 -0.000290641 0.000247701 0.000394675 0.000561211 0.00013171 0.000185315
internal_weight=0 0.141457 0.137304 0.131598 0.129157 0.120933 0.116831 0.114588 0.112504 0.0590947 0.0569519 0.110571 0.108793 0.0980636 0.0954744 0.0937249 0.0867174 0.0842256 0.0734589 0.0691128 0.058666 0.0561999 0.053753 0.0405591 0.0257394 0.0148198 0.01343 0.0107667 0.0520805 0.0492096
internal_count=3910 2899 2540 2437 2322 2137 1972 1636 1591 1011 985 1542 1456 1388 1363 1236 1119 770 713 670 623 579 573 491 223 268 262 57 914 846
is_linear=0
shrinkage=0.00117172


Tree=943
num_leaves=31
num_cat=0
split_feature=1429 15 50 480 401 1212 11 1211 128 124 38 3 39 13 43 0 403 3 0 48 13 16 13 3 38 48 4 0 12 48
split_gain=0.00290761 0.00302985 0.0042639 0.00279006 0.00223502 0.00436137 0.00229321 0.0023335 0.00229177 0.00253945 0.00348305 0.00249782 0.00275698 0.00422159 0.00306522 0.00325934 0.00300016 0.0048323 0.00397255 0.00300155 0.00356355 0.00551369 0.00298038 0.00383562 0.00247222 0.00238791 0.00292017 0.00367465 0.00269913 0.00237983
threshold=-1.0000000180025095e-35 -0.26361999999999991 0.11843500000000001 0.08456000000000001 0.087020000000000014 -0.5172699999999999 0.10288500000000002 0.082530000000000006 0.11637500000000002 -0.048219999999999992 0.13219500000000003 -0.10315499999999998 0.18016500000000005 0.16421000000000002 -0.18906999999999999 -0.10071499999999999 0.03138500000000001 -0.084129999999999996 -0.083564999999999987 0.091875000000000012 -0.083514999999999992 0.51388000000000011 -0.084184999999999996 0.10666500000000002 -0.073614999999999986 0.11930500000000001 0.22584000000000001 -0.060094999999999989 0.087535000000000016 0.12675000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 9 10 -3 25 13 14 -13 29 17 -17 -18 20 22 24 23 -19 -22 26 27 28 -11 -16
right_child=1 3 -4 -5 5 -7 -8 -9 -10 11 -12 12 -14 -15 15 16 18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088766072251200809 0.00088252826298661116 0.00074002596544705027 -0.00058356752561724613 -0.0011488908977386292 0.0010219360275355925 -0.00099130766861267919 -0.00098862622216964904 -0.0011012017343093137 -0.0011494099069311163 8.4242558045706769e-05 -0.0011490409189323025 0.00099384782576320387 0.0011498500715124529 -0.00088825805841875438 0.00017328228520208843 -0.0011488948588635577 -0.0011490169323296038 -0.0011488937613610077 0.00061272114088156606 0.00028814595675410667 0.00019801583293344206 0.00062572899448552549 0.00077158894771874801 0.00027431680964397066 -0.0010506242525367766 -0.00075921328415512273 0.00095206758380720485 0.0004684447720434069 -0.0011376162485579203 -0.00057829898198882466
leaf_weight=0.0050377304710345064 0.010426242665854346 0.011582642151140021 0.0034953876443069029 0.0029423809854107743 0.001775310703333588 0.007094402617551232 0.0030536476891853672 0.0024483338397267565 0.0021641326033403621 0.0061290941729765791 0.0014491455087863878 0.0037369948063314942 0.002453466101542289 0.0080361936528916544 0.066776206868620847 0.008363273411275067 0.0020536141255806948 0.0041597580841488124 0.0095139086423650099 0.012276160025152194 0.0023865142866270608 0.0037458300469523911 0.0051898343793617139 0.0062586462543663401 0.016983846338941795 0.0028010434454586166 0.0080673987407280379 0.01893567825079856 0.0039063677087991522 0.0060645401304100224
leaf_count=181 274 188 22 246 26 243 31 195 53 55 13 17 21 43 352 584 73 144 60 112 12 33 34 28 572 22 41 111 96 28
internal_value=0 -5.98613e-06 0.000514427 -3.74385e-05 -2.30575e-05 -0.000588348 -1.14096e-07 1.38943e-05 2.67097e-05 3.87801e-05 0.00052996 6.42564e-06 -5.83902e-05 -7.74482e-05 -3.32758e-05 -5.99733e-05 -0.000235249 -0.000339537 0.000299955 -0.000206816 -0.000363725 -0.000650072 6.03624e-05 -0.000293929 -0.000896786 0.000263477 0.000340818 0.000170608 -0.000391374 0.000110707
internal_weight=0 0.24427 0.0139216 0.230348 0.227406 0.00886971 0.218536 0.215483 0.213034 0.21087 0.0130318 0.197838 0.157999 0.155545 0.147509 0.143772 0.0709314 0.0593639 0.0115675 0.0510006 0.0387244 0.0231162 0.0156082 0.0104184 0.0193704 0.0398396 0.0370385 0.0289711 0.0100355 0.0728407
internal_count=3910 3729 296 3433 3187 269 2918 2887 2692 2639 201 2438 2113 2092 2049 2032 1652 1519 133 935 823 617 206 172 584 325 303 262 151 380
is_linear=0
shrinkage=0.00114875


Tree=944
num_leaves=31
num_cat=0
split_feature=39 51 1 44 13 122 45 0 3 0 132 47 474 16 1 131 150 15 43 0 42 394 129 43 150 0 160 4 4 1212
split_gain=0.00206052 0.00249713 0.00271 0.00252216 0.00224473 0.00217742 0.00213769 0.00233204 0.0035157 0.00301927 0.00277748 0.00256017 0.00230056 0.00210821 0.00205358 0.00201659 0.00206262 0.00236368 0.00189174 0.00178584 0.00198204 0.0024693 0.00216595 0.00178151 0.00228306 0.00177089 0.00161748 0.00155278 0.00372473 0.00196444
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 0.086480000000000015 -0.10939499999999998 0.089350000000000013 -1.0000000180025095e-35 -0.099864999999999995 -0.11266 -0.10209999999999998 0.080815000000000012 0.091680000000000011 0.084420000000000009 -0.23935499999999996 0.13026000000000001 0.082180000000000017 0.086765000000000023 -0.035939999999999993 -0.50992999999999988 -0.053834999999999994 0.088235000000000022 -0.082514999999999991 0.086720000000000005 0.021175000000000003 0.09202500000000001 -0.23274999999999998 -0.078154999999999988 -0.084009999999999987 -0.08422499999999998 -0.47421499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 14 -4 -6 9 10 11 13 12 25 -9 15 16 17 -1 -15 20 21 22 -10 24 26 -8 -22 28 -23 -29
right_child=1 2 3 -5 6 -7 7 8 19 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 -21 23 27 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00074606170204785389 -0.0012194966408975293 -0.00051877552005600289 0.00088056566344855861 -0.0009463904134294972 0.0012192248580155914 -0.00064602648352889743 0.00074076683794265614 0.00092365100878818854 -0.001219246012411672 0.00078617823566742276 0.0010210081106701845 -0.00074110823958344237 0.00064677667671322111 0.00071878899528906529 0.0012191995028418058 -0.0011102870945188003 0.0011665160258996115 0.00022773585955264774 -0.00061308513906539405 -0.0010363349961224906 -0.0012016779208880979 -0.00086680960770243532 0.00078490167824161485 -0.0012192286889828616 -0.001219423837158186 -0.00028326477173275672 0.0002947109854771452 0.00049984786905844499 0.0012168440112749728 -0.0010776154647669028
leaf_weight=0.0053082678960851793 0.0019040114637043351 0.0051188605872880535 0.01124999547214145 0.0015664827636214804 0.0012881208090220744 0.0015840120149732692 0.0026731829105202101 0.0019947344263755449 0.0011285848029292103 0.0044079977418220997 0.0031244314971559098 0.012900869591334185 0.0050714087880123762 0.0018490993818431898 0.0020624149719559162 0.0023900789354200916 0.0022775381244173323 0.012258948226705261 0.011089925372615994 0.013038093790893157 0.0011840460668874906 0.0047611218701391067 0.002764122280049186 0.0021840035293028129 0.0020923940491570656 0.041027392877040825 0.011498292005339694 0.0012441932353066667 0.0017412290031373302 0.020560286128887387
leaf_count=57 20 78 338 11 21 12 53 22 104 31 39 78 37 13 93 26 41 108 179 244 145 227 36 155 33 270 419 13 7 1000
internal_value=0 0.000113104 0.000243092 0.000513909 -0.000287829 0.000692149 -0.000344341 -0.000358105 -0.000497748 -0.000188509 -2.42243e-05 -0.000258173 -0.00013043 -0.000242907 5.55253e-05 -5.24125e-05 7.49967e-05 -6.65156e-05 -0.000422749 -0.000635232 -0.000528849 -0.000706495 0.000203853 -0.000191552 -3.96409e-05 -0.000220624 0.000155005 -0.000831685 -0.000308839 -0.000987603
internal_weight=0 0.0214234 0.0195194 0.0144005 0.171921 0.012834 0.147624 0.146335 0.0802546 0.0660809 0.0180582 0.0616729 0.048772 0.0149338 0.0242972 0.0222348 0.0198448 0.0175672 0.012939 0.0621964 0.0491583 0.0321995 0.00389271 0.0169587 0.0147747 0.0437006 0.0126823 0.0283068 0.00650235 0.0218045
internal_count=3910 459 439 361 3451 350 3126 3105 2636 469 253 438 360 214 325 232 206 165 192 2383 2139 1387 140 752 597 323 564 1247 234 1013
is_linear=0
shrinkage=0.00121906


Tree=945
num_leaves=31
num_cat=0
split_feature=2 160 1456 1374 0 3 40 47 12 0 0 128 0 16 0 43 0 123 453 2 4 52 3 13 38 52 52 52 0 15
split_gain=0.000668933 0.00148614 0.0011078 0.00104712 0.00111236 0.00150635 0.00111843 0.00140731 0.00122523 0.0012175 0.00118153 0.00134528 0.00103478 0.00132803 0.0021548 0.00110281 0.000905754 0.000895014 0.000959089 0.00121362 0.000906127 0.00158751 0.00106426 0.000907068 0.000840528 0.000815645 0.000953112 0.00128814 0.00130935 0.00103302
threshold=0.086545000000000025 0.091575000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13027499999999997 0.086245000000000016 0.028705000000000001 0.13206500000000002 0.097345000000000015 -0.10209999999999998 -0.10303999999999998 0.086435000000000012 -0.10131499999999999 -0.083564999999999987 -0.060094999999999989 0.0033500000000000005 -0.084304999999999977 0.086730000000000015 0.089535000000000017 0.087005000000000013 -0.49837999999999999 0.10599500000000002 -0.34922499999999995 0.17936000000000002 0.10208000000000002 0.28122000000000008 0.13709500000000002 0.11588000000000002 -0.017269999999999997 -0.063364999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 7 8 9 -6 -10 -12 -11 15 -15 16 -14 18 19 -4 21 -21 -22 24 25 26 27 28 -24 -28
right_child=2 -3 17 4 6 -7 -8 -9 10 12 11 -13 13 14 -16 -17 -18 -19 -20 20 22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.003542719288564233 -0.0027120555324546434 -0.0034704750144823387 0.0024324367588233315 -0.00045113195335234635 -0.0027079663933657996 0.0033037309196907909 0.0025370138518266022 -0.0035907083262141934 0.0034415002129133494 0.0019207912364206956 0.001072896336681613 -0.0035917283855938843 -0.0009308936949562847 -0.0034292531962494301 0.0012214633713853301 -0.0024820109737174654 0.0026355818178259672 0.0022827190283672824 -0.0026573929240933671 -0.0035596089758746837 0.0035049069334791628 0.0010766876449210434 0.00014933452367773623 -0.0022866980517895754 -0.0029496076352407115 -0.0021148959541788144 0.0035860826034467782 -0.003097907076618586 0.0022523629068000534 -0.00019867476277833513
leaf_weight=0.0012072999458609948 0.0016629185040740171 0.0019676112133909509 0.0030785856157304883 0.0029036988033315182 0.0036751944437183248 0.0026206450496140121 0.0015341465280664926 0.0019017547458730624 0.0017931839715856768 0.0021290058477347823 0.0034412666879730649 0.00103741816881886 0.0014029185420674772 0.0040941663821808475 0.0018715768517845455 0.001226684236235176 0.0026564193498890224 0.0026913216902784134 0.0015121886805182774 0.0022043166479015488 0.0012581445203494459 0.0016762358862862925 0.034316715423605301 0.0018779904917691761 0.0010297292113508041 0.0016928396455382346 0.0023939263054728599 0.0014208713912395856 0.0042945224547130808 0.0015201910068078908
leaf_count=21 194 101 59 67 52 32 26 25 12 6 97 47 243 632 95 71 83 155 40 117 34 11 1163 119 29 152 28 60 91 48
internal_value=0 -0.000437729 0.000179437 -0.000259577 -0.000136815 0.0013301 -0.000439604 -0.000620605 -0.000378473 -0.000877476 0.000978535 -7.59193e-06 -0.000374709 -0.000809053 -0.00197023 0.000501435 0.001403 0.000258304 0.000164812 0.000239995 0.00011427 -0.00155692 0.000244481 0.000159984 0.00025844 0.000330821 0.000425032 0.000259686 0.000383243 0.00211613
internal_weight=0 0.035463 0.0626305 0.0334954 0.0322881 0.00552434 0.0267637 0.0252296 0.0233278 0.017056 0.00627187 0.00447868 0.0133808 0.0112518 0.00596574 0.00528602 0.00405934 0.0609676 0.0582763 0.0567641 0.0536855 0.00388055 0.0498049 0.0485468 0.0466688 0.0456391 0.0439462 0.0400321 0.0386112 0.00391412
internal_count=3910 1610 2300 1509 1488 99 1389 1363 1338 1182 156 144 1130 1124 727 397 326 2106 1951 1911 1852 128 1724 1690 1571 1542 1390 1314 1254 76
is_linear=0
shrinkage=0.00359063


Tree=946
num_leaves=31
num_cat=0
split_feature=2 123 50 50 401 41 4 15 159 0 12 1446 151 16 15 1429 159 457 0 128 160 4 151 13 132 52 0 2 1 457
split_gain=0.00256735 0.00249693 0.00206417 0.0025656 0.00246354 0.00227634 0.00336031 0.00269011 0.00272105 0.00228716 0.00250528 0.0017837 0.0018686 0.00261929 0.0016581 0.00192131 0.00215777 0.00228072 0.00206841 0.00193592 0.00186421 0.00307868 0.0016551 0.00166097 0.00323918 0.00296385 0.00244584 0.00214902 0.00160143 0.00155249
threshold=0.099015000000000006 0.084425000000000014 0.10119500000000002 0.10030500000000002 0.083100000000000021 0.080335000000000018 0.27608500000000008 -0.13578499999999996 0.10392000000000001 -0.017269999999999997 0.090195000000000011 0.091660000000000005 -0.40391999999999995 -0.54165499999999989 -0.106555 0.084710000000000021 0.081445000000000017 -0.0015249999999999997 -0.10303999999999998 0.086435000000000012 -0.217635 0.15927500000000003 -0.101755 -0.089899999999999994 0.079995000000000011 0.11588000000000002 -0.13506999999999997 0.10362500000000001 0.084795000000000023 -0.23224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 5 6 7 -1 9 14 -11 12 -2 -14 -9 16 17 -16 -17 20 -19 -22 -15 25 27 26 -24 -25 -3 -29
right_child=1 28 -4 -5 -6 -7 -8 8 -10 10 -12 -13 13 22 15 18 -18 19 -20 -21 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0012162564405161136 -0.0011086430164714586 -0.00048803765652172845 -0.0012388560020047976 0.0012837921907768112 -0.0013147874640066213 -0.0011060567834512954 0.0013016701820102025 0.00031674205236549335 -0.0013465972142454603 0.0011544602663619103 -0.00019890866732582565 -0.0013462024637152681 0.0012517529402072047 0.0013320534653015368 -0.0012019735822275876 0.001215977699057303 -0.0012237827669826942 -0.0013462556045594481 -0.00046923518426529701 -0.0013463388948584977 -0.00025330479090546041 0.00094379902136768697 -0.00027611521625356921 -0.0012761054422773203 0.00079175973246019369 -0.00075607692376989299 0.001026885723508937 0.0010442147807070484 0.0011481520629965164 -0.00035435097203860864
leaf_weight=0.005604857342186075 0.0030610703263178598 0.0014049417149522006 0.0047044796812127912 0.0017577907606209911 0.0046519915198945929 0.0062767677200703522 0.0024016300278564265 0.0076551303821332786 0.004016372684111146 0.0043970542004778679 0.0056770314177043701 0.0020926148254183366 0.0027531816950556722 0.0014402549574583636 0.0050734124470181987 0.0028888989254483022 0.0052440369673121259 0.0025635887232309243 0.0024286000504076801 0.00288742887360005 0.060145140017855425 0.0041610830890022035 0.0039466289929634959 0.0045555974370046206 0.004562488192966895 0.0040099763404555224 0.0077039384612724868 0.0015123237726584185 0.0047388408197193144 0.029203013584512494
leaf_count=145 29 15 342 4 248 86 102 39 142 69 27 53 48 22 91 14 88 114 80 133 1024 16 50 94 90 40 85 6 144 470
internal_value=0 -4.60822e-05 -0.000363276 -0.000331052 -0.000353567 -0.00031674 -0.000273713 -0.000307272 -0.000259719 -0.000217387 0.000391799 -0.000123785 -8.30187e-05 -3.04196e-05 -0.000283342 -0.000337138 -0.000389164 -0.000330675 0.00044631 -0.000267306 -0.000220714 -0.000175843 -9.24219e-05 -0.000129392 -0.000275396 0.000241977 0.000585494 -0.000413438 0.000773993 -0.00028549
internal_weight=0 0.0709849 0.132535 0.127831 0.126073 0.121421 0.115144 0.112743 0.107138 0.103121 0.0100741 0.0648411 0.0627485 0.0596874 0.0930473 0.0853922 0.0800747 0.0748307 0.0053175 0.0697572 0.0668698 0.0643062 0.0569342 0.055494 0.0398334 0.0156605 0.0116506 0.0352709 0.00614378 0.0307153
internal_count=3910 1146 2764 2422 2418 2170 2084 1982 1837 1695 96 987 934 905 1599 1560 1466 1378 94 1287 1154 1040 857 835 660 175 135 570 159 476
is_linear=0
shrinkage=0.00134594


Tree=947
num_leaves=31
num_cat=0
split_feature=1 47 15 1426 44 48 50 1 484 0 15 3 4 4 51 132 9 47 150 16 157 159 149 40 1186 159 51 47 43 2
split_gain=0.00170825 0.00246062 0.00305126 0.00257207 0.00257722 0.00259285 0.00305846 0.00238582 0.00228046 0.00211074 0.00210442 0.002699 0.00252142 0.00239857 0.00218973 0.00205456 0.00200819 0.00196703 0.00307894 0.00365073 0.00266958 0.00232972 0.00175925 0.00172968 0.00171654 0.00159467 0.00172145 0.00328197 0.0032596 0.00157746
threshold=0.094385000000000011 0.09252500000000001 0.035895000000000003 -1.0000000180025095e-35 0.086480000000000015 0.12862000000000004 0.11772500000000001 0.11026000000000001 -0.065229999999999996 -0.10303999999999998 -0.0063699999999999989 -0.13927999999999999 -0.0031049999999999997 0.00046500000000000008 0.087505000000000013 -1.0000000180025095e-35 0.083710000000000021 0.09550500000000002 0.085200000000000012 -0.094359999999999986 0.11782500000000001 0.09678500000000001 0.091325000000000003 0.028705000000000001 0.091570000000000026 -1.0000000180025095e-35 0.12664500000000004 0.13206500000000002 -0.074254999999999988 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 22 -4 -1 -9 11 -10 -13 29 15 -12 24 18 20 -20 21 -15 -5 25 -17 -3 27 28 -27 -14
right_child=1 23 7 4 -6 -7 -8 9 10 -11 14 12 13 17 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013730691518166207 -0.0013742985078031931 -0.0013730627178870686 -0.0010276077684041444 0.0010019303403456517 -0.0012115486608764887 -0.00048891485790818006 -0.00066945225756681462 0.0012684318091376182 0.00091163629491220833 -0.00040034833230377203 -0.0013731685472048781 -0.0010463983704620693 -0.00041058142167204367 -0.0013735200250912327 -0.0013729853580985159 0.00022190487091712657 -0.0013729992880208016 0.00072931003510510789 -0.00099053023777682979 0.00067240478793594222 0.0011718235531669836 0.0003820626806279234 -0.00084888832137160967 0.00089059345391401181 -0.0013731094465753585 0.00083378692686178241 0.00098956112827667522 -0.0013419730340816045 -0.00056346220708849743 0.00080108301352646246
leaf_weight=0.0028020778112256553 0.0013157325537349598 0.0025260871551182609 0.0049493424709226019 0.025386175000493338 0.0014444392111272455 0.0033044930796677354 0.0024590326401039411 0.0023675246715129106 0.0030722295036227356 0.0036018275707760949 0.0017388198680583491 0.0095062292085743572 0.0031443391023628919 0.011445506028133323 0.0019730645253250847 0.054730279678542715 0.0016042444420918392 0.0024054952974950075 0.0041870643537862406 0.006132398757131341 0.0010004551649096536 0.0016272143996713959 0.0010063205020642832 0.0023575233801693676 0.0013019320509375367 0.0052813960331548034 0.0020097896468911349 0.0046476879899159931 0.0077858151220517894 0.0056892192541821984
leaf_count=407 36 61 126 616 13 14 30 18 43 54 214 427 33 264 119 972 38 24 23 30 29 26 31 13 20 54 24 36 69 46
internal_value=0 0.000122586 0.000310592 0.000508672 0.000582406 0.00066299 0.000794922 -0.000322834 -0.000150104 0.000261512 -0.000118825 -0.000333461 -0.000418206 -0.00025061 4.98451e-05 9.71263e-05 0.000141483 -0.000455113 -0.000571916 -2.32178e-06 -0.000989583 -0.001155 0.00093136 -0.00022759 0.000184844 -0.000346064 -0.000214539 -0.000351147 1.26625e-06 0.000369786
internal_weight=0 0.0704432 0.0458349 0.0349162 0.0336005 0.032156 0.0288515 0.0109187 0.112361 0.00596935 0.109558 0.0482102 0.0451379 0.0356317 0.0613483 0.0593753 0.0576365 0.0267981 0.0243926 0.0103195 0.0140732 0.0130727 0.0263925 0.0246083 0.0560322 0.0222508 0.0197247 0.0177149 0.0130672 0.00883356
internal_count=3910 1195 938 740 704 691 677 198 2715 72 2308 945 902 475 1363 1244 1030 396 372 53 319 290 647 257 992 244 183 159 123 79
is_linear=0
shrinkage=0.00137286


Tree=948
num_leaves=31
num_cat=0
split_feature=2 50 41 50 401 4 159 15 13 2 0 13 52 151 151 52 52 52 151 151 131 2 49 16 124 2 0 15 15 132
split_gain=0.00068602 0.00121264 0.00127231 0.00115363 0.0016334 0.0011107 0.00145085 0.00145032 0.000920816 0.00124818 0.00150377 0.00118161 0.000898513 0.000897917 0.00140391 0.000878266 0.000966657 0.00122687 0.000864789 0.000883437 0.000834144 0.000807928 0.000984061 0.000978414 0.000877181 0.000770557 0.00075029 0.000916176 0.00106977 0.00121768
threshold=0.10274500000000002 0.10119500000000002 0.078535000000000008 0.10030500000000002 0.083100000000000021 0.27608500000000008 0.10276500000000001 -0.13823999999999997 -0.094679999999999986 0.097775000000000015 -0.017269999999999997 -0.084084999999999979 -0.27466499999999994 -0.40391999999999995 -0.084874999999999992 0.28122000000000008 -0.24456499999999998 -0.091329999999999981 0.056555000000000001 0.032230000000000009 0.09666000000000001 0.10393500000000001 -0.073619999999999977 0.050115000000000007 -0.083584999999999979 0.089910000000000004 -0.070174999999999987 0.088615000000000013 0.088190000000000004 0.083140000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 10 11 -10 20 -2 -15 16 -16 -18 19 26 -13 -19 -23 24 -24 -20 27 28 29 -14
right_child=13 -3 -4 -5 -6 -7 -8 8 9 -11 -12 12 18 14 15 -17 17 21 25 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024547183848222685 -0.0026228224617586005 -0.0029367395324909418 -0.0022756561349546603 0.0031768802377241871 -0.0031714767777587739 0.0031054623565231233 -0.0029191176314594808 0.001198372681396005 -0.0021890152736031847 -0.001631652148366183 0.0021499118359338751 -0.0026664948586332948 0.000323118929936486 0.0028595050615690359 -0.0013823222782237436 -0.0022177290350513224 0.0028302428200910838 0.00299721684398155 -0.0032528086091421857 0.0032480578817923903 0.0009083369703903753 -0.001586055876764651 -0.0015406475201063515 -0.00079580560296603031 0.001341887025863628 0.0002311744080829882 0.0017576683799256621 -0.0015160592704052528 0.0029103117479059026 -0.0032524494794893164
leaf_weight=0.0024396735061338872 0.0010278353311150559 0.0017061175645296514 0.0028743793811614174 0.0011412095707328254 0.001804639743396729 0.0011706172221130897 0.0018614192393164855 0.0071246639644138013 0.0025817129705294475 0.0047788123454242095 0.003542919336174683 0.0022167843359564001 0.020389447046694639 0.0023856175601082432 0.002856969669855043 0.0014374679163826612 0.00238620616985052 0.0011559602543815889 0.0013527540100710658 0.0011108993890047705 0.001002573481613922 0.0027862617379810174 0.0012571867469972639 0.0043582618796111925 0.0099816311536585801 0.0013330647283211761 0.0032910166673687574 0.0032144798161048973 0.001591030152532368 0.001059712806766199
leaf_count=144 26 359 123 4 240 107 159 106 313 107 79 91 486 71 206 68 74 16 21 4 20 55 37 98 360 19 86 341 30 60
internal_value=0 -0.000229795 -0.000159694 -6.31649e-05 -0.000122932 -3.1334e-05 -9.36863e-05 -1.46546e-06 0.000108173 -5.54694e-05 0.000120987 -6.26534e-05 8.74941e-05 0.000363669 0.000470977 0.000253657 0.000397006 0.000628859 0.000245912 0.000400938 -0.00155322 0.000360018 0.000194189 0.000512212 0.00101944 -0.00152359 0.000293888 0.000110403 0.000337321 0.000146465
internal_weight=0 0.0675879 0.0658818 0.0630074 0.0618662 0.0600616 0.058891 0.0570295 0.0545899 0.0474652 0.0426864 0.0391435 0.0365618 0.0296334 0.0286056 0.0262199 0.0247825 0.0219255 0.0333424 0.0306566 0.00321936 0.0195393 0.0183833 0.0155971 0.0112388 0.00268582 0.0295457 0.0262547 0.0230402 0.0214492
internal_count=3910 2899 2540 2417 2413 2173 2066 1907 1763 1657 1550 1471 1158 1011 985 914 846 640 1047 1007 111 566 550 495 397 40 1003 917 576 546
is_linear=0
shrinkage=0.00325215


Tree=949
num_leaves=31
num_cat=0
split_feature=39 51 1 13 403 0 131 51 454 124 122 150 1348 0 52 484 160 0 3 0 0 474 42 0 13 1212 2 150 42 4
split_gain=0.00265822 0.00318325 0.00313451 0.00284231 0.00235557 0.00227872 0.00225058 0.00215205 0.00220711 0.00214367 0.0025376 0.00204732 0.00189617 0.00181362 0.0026422 0.00181154 0.00324991 0.00218866 0.0032552 0.00294603 0.00536682 0.00313315 0.00287939 0.00282707 0.00279883 0.00382298 0.00244485 0.00279116 0.00250643 0.00264413
threshold=0.005105000000000001 -0.40274499999999996 0.086245000000000002 -0.10939499999999998 -0.088854999999999976 0.12007500000000002 0.095100000000000018 0.14276500000000003 -1.0000000180025095e-35 -0.087894999999999987 0.089350000000000013 0.086765000000000023 0.094400000000000012 -0.099864999999999995 0.11588000000000002 -0.0043499999999999988 -0.098319999999999991 -0.099864999999999995 -0.100615 -0.10209999999999998 -0.10575999999999998 0.084420000000000009 0.11315500000000002 -0.053834999999999994 -0.084184999999999996 -0.5172699999999999 -0.04448499999999999 0.09202500000000001 0.088235000000000022 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -5 -3 11 8 -6 -4 -11 13 15 -1 -15 16 -10 19 22 20 21 -17 -19 24 25 -20 -26 28 29 -28
right_child=1 2 9 4 7 -7 -8 -9 12 10 -12 -13 -14 14 -16 17 -18 18 23 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00015683395092983525 -0.0014864936243670164 -0.001209110511520793 -8.7630101302456955e-05 -0.0014216101328024373 -0.0013690884718034527 0.00079629834803186914 -0.0011404125224898465 -0.00099805845233876477 0.0012253264815512198 0.0013422373497724758 -0.00067947022089040736 0.0014480664841119944 0.001486027966135673 0.0010228305438766524 -0.00062655669341801562 4.1809399671570808e-05 -0.0012219562236546735 0.00041609348875264895 0.0012938175211077024 0.0011039201345524317 -0.0014781014532022426 0.001239408804828237 -0.0014867433784560831 -0.001214603000315035 -0.0014862977692962514 -0.0014862853216981934 0.00034172116857578887 -0.0013936631307475962 0.00070421136264419305 -0.00086806304787882013
leaf_weight=0.011372737390864526 0.0018133683474701448 0.0032994041812344213 0.0041824922149444844 0.0033025000871513823 0.0030447290760307047 0.0020156336909167294 0.0021617822568522618 0.0063842611920863481 0.0014571821744464586 0.012643170748344094 0.0015377663094113822 0.0037936649413339288 0.0016650309924273179 0.009813538510952572 0.0027445722639853906 0.048008679297623758 0.0067442431330624331 0.019170752367886124 0.0012917046085476613 0.006205199351512646 0.0048013422781423279 0.0053629525041287698 0.0019332012602717432 0.0088794214746350519 0.0025670382065072763 0.0070749928424316266 0.00877092426164338 0.0027828165520560324 0.011315576108136938 0.0073183491074955203
leaf_count=126 20 64 54 477 70 14 38 94 26 295 12 59 17 86 16 250 430 247 20 23 28 27 9 175 29 334 205 59 292 314
internal_value=0 0.000411069 0.00055639 -0.000100305 -0.00017976 -0.000448595 0.000319962 -0.000153262 -0.000116917 0.000847269 0.00112301 0.000433833 -9.06873e-05 0.00027305 0.000662357 -0.000108958 -0.000787137 -6.79051e-05 -0.000247624 0.000130592 2.6769e-05 0.000162148 0.000241786 -0.000454191 -0.000289994 -0.00105708 -9.40541e-05 2.43368e-05 0.000168327 -0.00020856
internal_weight=0 0.0254918 0.0236785 0.187967 0.158081 0.00531504 0.0298863 0.154778 0.148394 0.0183634 0.0141809 0.0277245 0.145349 0.0239308 0.0125581 0.143684 0.00820143 0.135483 0.0711048 0.0643782 0.058173 0.0533716 0.021104 0.0500008 0.0411214 0.0083667 0.0327547 0.0301877 0.0274048 0.0160893
internal_count=3910 459 439 3451 3126 78 325 2649 2555 361 307 287 2485 228 102 2468 456 2012 1684 328 305 277 256 1428 1253 354 899 870 811 519
is_linear=0
shrinkage=0.00148603


Tree=950
num_leaves=31
num_cat=0
split_feature=39 13 13 52 0 150 16 2 43 13 403 48 52 51 2 51 403 50 454 42 3 157 48 2 2 43 151 457 52 13
split_gain=0.000698693 0.000921058 0.00109106 0.000919293 0.00141516 0.000917689 0.00129404 0.000910685 0.000903554 0.00118714 0.000874597 0.00106865 0.00104482 0.00103436 0.00146 0.00148849 0.00109189 0.00139824 0.0010357 0.00109331 0.00124464 0.000969575 0.00112816 0.00137099 0.00181208 0.00157742 0.0010568 0.00129097 0.00154017 0.00147769
threshold=0.005105000000000001 -0.094679999999999986 -0.084184999999999996 0.11588000000000002 -0.084304999999999977 0.086765000000000023 -0.15168999999999996 0.10066500000000002 -0.24333999999999997 -0.093439999999999981 0.10150000000000002 0.12649500000000002 0.024145000000000003 0.13741000000000003 0.12068000000000001 0.11893500000000001 0.03138500000000001 0.082725000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10628499999999998 1.0000000180025095e-35 0.095825000000000007 0.096750000000000017 0.10274500000000002 0.0058450000000000004 0.056555000000000001 0.082870000000000013 0.071660000000000015 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 -2 -10 11 13 -13 14 15 16 17 18 -4 20 -20 22 23 25 -25 26 27 28 29 -21
right_child=8 2 10 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00097684386176698722 -0.0015517828763700172 -0.0027290740482543122 -0.0042076175064507419 -0.0020966487857050128 0.0028907065522053182 0.0035752418035187201 -0.0036016678379607232 0.00077043323822893078 -0.0013049859598613421 0.0024176927010072825 -0.0035452139702188868 -0.0042081946745815627 0.0001188045557898856 -0.003962413577237923 0.0032197539380537064 0.0039443545189367952 0.0014191559608615154 -0.0036154561745543969 0.00043088208035384982 -0.0042073712592117013 -0.0039504027835957356 -0.0033653092204769352 0.0026397552781474375 -0.0039024771194851749 2.5540198383644298e-06 -0.0041256308153946727 -0.0018092402481702536 0.0029241635768801101 0.0028623663958449812 0.0002754110525069249
leaf_weight=0.0057879598406440627 0.0020471747248436154 0.0034112610009228153 0.0011679079326256661 0.0018971131108771458 0.0048588635949644585 0.001233587870475005 0.0025827475597797198 0.0012519293967052647 0.0019701255895085987 0.0065793001038736412 0.0014258089342573657 0.0022552998590974474 0.0017572121320839074 0.0011832579810248092 0.0024050256321332944 0.0015431204005771906 0.0061599800301408427 0.0023669082328572335 0.0019803564835851883 0.0014636416202091782 0.0027290329537525962 0.0014274081770822003 0.0030048927896473279 0.0033666086664201345 0.0056041669102611102 0.0012683373880175699 0.0026723474765333313 0.0047826394572680888 0.0036612549322478918 0.011745595566054146
leaf_count=91 41 558 34 89 93 47 98 25 67 351 154 45 23 88 120 29 138 292 55 149 491 101 39 67 161 46 45 39 174 160
internal_value=0 -0.000186933 -0.000410834 0.000669684 0.00100363 0.000159046 -0.000278898 -0.00217428 0.000958701 0.00155984 -0.000287213 -0.000212942 -0.00231326 -6.89611e-05 1.13706e-05 -0.000129067 -0.000246776 -0.000464005 -0.00029778 -0.000193302 -0.00210802 3.7925e-05 0.000167227 -4.77238e-05 -0.00146295 0.000448321 0.000686808 0.000994861 0.00044792 -0.000221301
internal_weight=0 0.0849943 0.0673821 0.0176122 0.0157151 0.0108562 0.00962264 0.00383468 0.0105966 0.00854943 0.0639708 0.062545 0.00401251 0.0585325 0.0573492 0.0549442 0.0534011 0.0472411 0.0448742 0.0437063 0.00470939 0.0389969 0.0375695 0.0345646 0.00897078 0.0255938 0.0243255 0.0216531 0.0168705 0.0132092
internal_count=3910 3451 3008 443 354 261 214 123 459 418 2450 2296 68 2228 2140 2020 1991 1853 1561 1527 546 981 880 841 228 613 567 522 483 309
is_linear=0
shrinkage=0.004207


Tree=951
num_leaves=31
num_cat=0
split_feature=158 1 1 483 47 47 150 1373 124 47 50 50 48 48 474 1 15 1374 0 457 47 3 43 3 403 133 3 1 11 0
split_gain=0.000614456 0.000648276 0.00107466 0.00100526 0.000938477 0.0011305 0.0008711 0.00108906 0.000883534 0.00107792 0.00145323 0.00123118 0.00101567 0.00133381 0.00104995 0.000949906 0.000875386 0.000784658 0.00174448 0.000926273 0.000765417 0.00204584 0.000835563 0.000764661 0.000898122 0.000905963 0.00078479 0.000725018 0.000799011 0.0011976
threshold=0.11136500000000001 0.094385000000000011 0.093000000000000013 0.083960000000000021 0.09550500000000002 0.08593000000000002 0.075065000000000007 -1.0000000180025095e-35 0.51367000000000018 0.13177500000000003 0.13100000000000003 0.11644500000000001 -0.085784999999999986 0.091065000000000021 -1.0000000180025095e-35 0.12646500000000002 0.05377500000000001 -0.094679999999999986 -0.23029999999999998 0.66083000000000014 0.09252500000000001 -0.075154999999999986 -0.079109999999999986 0.10666500000000002 -0.092224999999999988 -0.21767499999999998 0.090325000000000003 0.10561500000000001 0.087830000000000005 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 17 8 -8 9 11 -11 12 -3 14 -14 16 20 19 -19 -1 22 -22 -16 24 -20 -26 -27 -15 29 -29
right_child=-2 6 -4 -5 -6 -7 7 -9 -10 10 -12 -13 13 27 15 -17 -18 18 23 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0044662777101247527 -0.0034718353966029158 -0.00325583307733811 -0.00386798245705535 -0.0044648928934066428 0.0025256673080389629 -0.0044659972065616586 -0.0014473489067950919 0.0027494224796363676 0.0036938224069879102 -0.0040823111704406841 0.001574939626796231 -0.0036548014566751821 -0.0026679485330093999 -0.0037296980181351119 0.0001613418361487269 0.0044333720152604124 -0.0013674503599084738 0.0031493690583563878 -0.004464704459483871 0.00037619641231818803 0.003017375974098973 -0.0044649527511208403 0.0041188183082302475 0.0015427048198084477 -0.0044648526123625054 -8.9970630477709748e-05 -0.0037347292374785711 -0.0021504590570284804 -0.0036129851351706607 0.0028451408101009706
leaf_weight=0.0017580063318050057 0.0010410400666216449 0.0013006569632238998 0.0016541738309383538 0.0010868862914856217 0.002530305170825641 0.0012427410734612279 0.001576842798499456 0.0056427407515320374 0.0012980163219253873 0.0027120976290717627 0.0013583304255462281 0.0014700149855517699 0.0010642252498120905 0.0013877272974340818 0.0014771891878444538 0.0024712324236904068 0.0019205048924266785 0.0032460170119747922 0.0010770168436071694 0.0014259069939726032 0.0019465933907554245 0.0011638264701687717 0.0037959943181000693 0.0042865321466933884 0.0010268059259677101 0.035066233922692099 0.0012184165458961607 0.0016069314152673542 0.0010165061835323286 0.0023630595137333898
leaf_count=41 158 25 60 258 97 53 12 259 7 48 22 85 63 21 73 170 85 38 391 5 28 27 125 32 173 1418 35 21 11 69
internal_value=0 -2.23866e-05 -0.000323425 -0.000214774 -0.000127414 -0.000260749 0.000448298 0.0018328 9.57594e-05 -7.68654e-05 -0.00219445 0.000298147 0.00056824 0.0008143 0.0015926 0.00194752 0.00135134 -0.000154324 -5.72127e-06 -0.00229759 0.00197415 0.000217711 0.0030102 -0.000245709 -0.000445407 -0.000329387 -0.000212359 -0.000875531 -8.12243e-05 0.000823074
internal_weight=0 0.0911915 0.055619 0.0539649 0.052878 0.0503477 0.0355725 0.00721958 0.0283529 0.0270549 0.00407043 0.0229845 0.0215144 0.0202138 0.0138396 0.0127753 0.0103041 0.0491049 0.045921 0.00318391 0.0083836 0.00311042 0.00527318 0.042675 0.0383885 0.0373115 0.0362847 0.00637422 0.0049865 0.00396999
internal_count=3910 3752 2601 2541 2283 2186 1151 271 880 873 70 803 718 693 571 508 338 2133 2087 46 253 55 198 2049 2017 1626 1453 122 101 90
is_linear=0
shrinkage=0.0044645


Tree=952
num_leaves=31
num_cat=0
split_feature=14 157 156 1213 4 15 160 2 2 2 52 52 123 48 52 13 13 48 1374 1375 457 3 133 15 2 2 43 42 16 13
split_gain=0.000598182 0.000698449 0.00101226 0.000906673 0.000817621 0.000983569 0.000910554 0.000750038 0.00143665 0.0011016 0.000844019 0.00101376 0.000926192 0.00104476 0.00104506 0.00153929 0.00183761 0.000938889 0.00113548 0.00158516 0.00104517 0.000775985 0.000771323 0.000721223 0.000716669 0.000883699 0.00136586 0.000836062 0.000852285 0.000786489
threshold=0.077685000000000018 -0.07686999999999998 0.11896500000000002 -1.0000000180025095e-35 -0.0017649999999999999 -0.0063699999999999989 -0.080909999999999996 0.086545000000000025 0.085255000000000011 0.087005000000000013 0.28122000000000008 0.14114500000000005 1.0000000180025095e-35 0.12649500000000002 0.11588000000000002 -0.091849999999999987 -0.077944999999999987 0.09227500000000001 -0.094679999999999986 -0.010004999999999998 0.048350000000000011 0.15165000000000003 -0.087584999999999982 -0.07142999999999998 0.088300000000000003 0.10510500000000002 -0.15109999999999998 0.095565000000000011 0.18126 0.17936000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 8 -5 -9 11 12 13 14 15 21 -17 18 -18 -20 23 -11 -21 -19 -24 26 29 28 -27 -26
right_child=-2 2 -4 7 -6 6 -8 9 -10 10 -12 -13 -14 -15 -16 16 17 20 19 22 -22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0020088397756892946 -0.0020211364791423701 -0.0026710157791513937 -0.0034446969397648498 -0.00020579618473415875 0.0028646296991087098 0.0028093988817001823 -0.0010499567120967304 0.002539529778030973 -0.0030105905485739797 0.0024955847830107243 -0.002028761113767603 0.0021514991663900565 0.00191192419349762 -0.0022972194943150863 -0.0023906625981795025 -0.0034781405866455752 -0.0035618829997178499 -0.0013270545914506346 0.0035849601604881136 0.0015512819752892695 0.0032011682386119951 0.00024269876286880734 0.0020177432107717987 0.0023734225527384523 0.0024961976740682725 0.00040649985046836245 -0.0030604999561196786 0.0030582570226641926 -0.003110528917994201 -0.0015314137952919236
leaf_weight=0.001655087631569907 0.0019353861699555877 0.0016668841167047357 0.0011496085167526085 0.024686127475287423 0.0022442650922833698 0.002114713141912361 0.0012564574379894111 0.0026062001089215405 0.0026026918696817605 0.0049468320340420036 0.0022023697410145085 0.0033392056938330575 0.0033320588084810856 0.0025181970956325008 0.0020562425739374382 0.0020154207797211101 0.0012734969684515809 0.0018964123761682217 0.0014203627208848593 0.0022879015814647454 0.002364356642601706 0.0032768496876132147 0.0011412543868614131 0.0010578060403076952 0.0011305297690284962 0.0032588116990837079 0.0042706144245068826 0.0010140671838922977 0.001221232292580865 0.0013981332501040722
leaf_count=257 126 563 92 943 86 41 72 35 115 66 171 75 168 58 68 167 7 44 12 120 13 86 41 19 16 91 200 47 77 34
internal_value=0 -2.95611e-06 -9.96386e-05 -5.09515e-05 0.00106265 0.000258053 0.00137099 5.53462e-06 -0.000473306 0.000266726 0.000141819 0.000247534 9.57277e-05 -6.12608e-05 9.50127e-05 0.000245455 -0.000186459 9.30489e-05 -0.000290728 -4.77236e-05 0.00142194 0.00159789 -0.000375897 -2.03845e-06 -0.000704094 -0.000956775 -0.00182215 0.000114178 -0.00055222 0.000269275
internal_weight=0 0.0874042 0.0801337 0.0789841 0.00727052 0.00502626 0.00337117 0.0773172 0.0272888 0.0500284 0.0474222 0.0452198 0.0418806 0.0385485 0.0360303 0.0339741 0.0257504 0.023735 0.0184164 0.0171429 0.00531858 0.00822368 0.0157225 0.00295422 0.0134346 0.0122934 0.00679928 0.00549411 0.00448004 0.00252866
internal_count=3910 3784 3328 3236 456 370 113 2673 1058 1615 1580 1409 1334 1166 1108 1040 888 721 645 638 76 152 626 63 506 465 250 215 168 50
is_linear=0
shrinkage=0.00359063


Tree=953
num_leaves=31
num_cat=0
split_feature=2 484 41 4 15 15 128 1446 457 159 50 14 3 160 403 4 12 0 3 52 49 4 1186 13 147 123 151 124 12 156
split_gain=0.00165027 0.00197504 0.00193438 0.00199101 0.00274352 0.00226358 0.00245655 0.00180682 0.00179729 0.00174233 0.0017984 0.00180025 0.00192253 0.00219581 0.00169051 0.00175358 0.00200597 0.00169901 0.00255871 0.00253892 0.00223 0.00202336 0.00188288 0.00147609 0.00155736 0.00176986 0.00159858 0.00151503 0.00155739 0.00161471
threshold=0.099015000000000006 -0.0043499999999999988 0.078535000000000008 0.27608500000000008 -0.11739999999999999 -0.106555 0.086435000000000012 0.091660000000000005 -0.0015249999999999997 0.10392000000000001 0.10119500000000002 0.07802000000000002 -0.15121499999999996 -0.217635 -0.092224999999999988 0.15927500000000003 0.10371500000000002 -0.07773999999999999 -0.084129999999999996 -0.42985499999999993 0.0062100000000000011 -0.0017649999999999999 0.085080000000000003 0.17936000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40391999999999995 -0.43954999999999994 0.11540500000000002 0.11896500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 23 -7 10 11 12 -10 -14 -15 16 17 18 22 -19 21 -20 -16 24 -2 26 -26 -28 29 -29
right_child=7 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 13 14 15 -17 -18 19 20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0010243840220184725 -0.0011636912331409919 -0.0010184056329662571 -0.00092290187006591759 0.0012996199765715612 0.00089599818424432602 -0.00092688198185007331 -0.0013731299628507935 -0.001366029425833874 0.0013325021583079914 -0.001373264061884876 -0.0013713085871871198 -0.0013730689891403899 -0.0013730831733408425 -0.0013730056856064486 -0.0012030548483500496 0.0010356953025083956 -0.0012414425495438817 -0.0013730121905500712 0.00066919728728162694 0.00065893432610501616 -0.0011837173468851275 -5.4822804824099832e-05 0.00041277325199118721 -0.00051151833911259291 -0.0011433522792007962 0.0011430199418278938 -0.0013731622871039752 0.00045139743302200603 -0.0008517069613983621 -0.00081489882466011178
leaf_weight=0.0045315048787342152 0.0013839014868608493 0.0055279825369445304 0.0050642421821258657 0.0020111531309749955 0.0047951579509231115 0.003993740815246837 0.0026569441985988531 0.0014291166543660685 0.0023742416091181431 0.0016550586493946353 0.0016351886239109872 0.0015592099841406073 0.0019160604329282451 0.0014002462433193577 0.0050893135773080042 0.003964899673690069 0.0020511546196324551 0.0012527201516494548 0.012431731164770796 0.015489529928768078 0.0022092554650328102 0.017537718421436935 0.0018544901013228809 0.0050053782404937399 0.0015433707956553624 0.0043985886128901077 0.0010189891472691661 0.035959996621703016 0.0020228698783979473 0.0020036652051444994
leaf_count=482 10 139 110 114 23 117 178 55 18 72 155 32 125 245 278 19 42 45 230 177 66 77 20 87 23 160 6 646 82 77
internal_value=0 -0.000138604 -9.69958e-05 -5.12374e-05 -8.16283e-05 -1.98816e-05 -7.54235e-05 0.00015735 -3.03021e-05 1.91409e-05 5.17063e-05 8.53658e-05 0.000119019 7.48285e-05 0.000118669 0.000152423 9.19546e-05 0.000140912 -1.57086e-05 0.000506896 0.000147386 0.00024551 -0.000771514 0.000198168 0.000271665 0.000313976 0.000228272 0.000279897 0.000322023 0.000384564
internal_weight=0 0.101002 0.09647 0.0914058 0.0893946 0.0838667 0.0790715 0.0547659 0.0764146 0.0724208 0.0707658 0.0691306 0.0675714 0.0651971 0.0632811 0.0618808 0.0579159 0.0558648 0.0391225 0.0167423 0.0321787 0.0299694 0.0069438 0.0533368 0.0483314 0.0469475 0.0425489 0.0410055 0.0399865 0.0379637
internal_count=3910 2764 2282 2172 2058 1919 1896 1146 1718 1601 1529 1374 1342 1324 1199 954 935 893 671 222 373 307 298 1091 1004 994 834 811 805 723
is_linear=0
shrinkage=0.00137286


Tree=954
num_leaves=31
num_cat=0
split_feature=147 48 14 1456 123 375 149 1 48 42 1 51 47 16 158 50 3 15 49 0 16 48 52 13 4 133 160 48 12 1186
split_gain=0.00180354 0.00326415 0.00245673 0.0020766 0.00164589 0.0026956 0.0019559 0.002382 0.00195229 0.00199334 0.00242308 0.00224961 0.00259056 0.00254122 0.00204644 0.00196365 0.00196185 0.00235409 0.00249184 0.00262876 0.00265247 0.00216378 0.00209113 0.00184205 0.00183375 0.00177445 0.00172982 0.00246261 0.00215995 0.00216498
threshold=0.088565000000000019 -0.098424999999999985 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.092550000000000007 0.14000500000000002 0.12649500000000002 -0.11145999999999999 0.10471000000000001 0.12664500000000004 0.082465000000000024 0.050115000000000007 0.084965000000000027 0.10119500000000002 -0.11266 0.088190000000000004 -0.085974999999999982 -0.10783 -0.094359999999999986 0.084905000000000022 0.091715000000000005 -0.45122499999999993 0.0066400000000000009 -0.0023199999999999996 0.031805000000000007 0.086870000000000017 0.086935000000000012 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 9 -5 14 12 13 -12 15 16 -11 18 -18 20 21 -20 -19 -21 -24 -7 28 -28 29 -25
right_child=1 -3 -4 4 5 25 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 22 19 23 -22 -23 24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00089727699324893982 -0.00079143791467313604 0.001151422708700737 -0.001124165093116007 -0.00095929028773975315 -0.0012940549084740295 -0.00066822260105416206 -0.0012288056843442667 0.00074741514131323225 -0.00075323298302501214 0.00037799475995397045 0.001085256539590244 -0.00085320452655743859 1.1670778784058633e-05 -0.00027191489640592621 -0.0011755003152258234 -0.0012938268562266921 -0.0010459474080996838 0.00063558366169781211 0.0004123505917543568 0.00049943351922687458 0.00077519115186930798 -0.00057700328550537496 -0.0012938279480181119 -0.00045960675763843836 0.0007545384738035563 0.00096927673123798296 -0.00059842494849356338 0.0012529738465507586 -0.0010558588900219186 0.0011742009668678902
leaf_weight=0.0045421875424227478 0.0020136412730664688 0.005145124384213772 0.0035417585747108396 0.0037345333361760149 0.0012459414283512169 0.0012919334503465061 0.0022995971223949132 0.0063663312985582357 0.0065145994878168514 0.015752223402291321 0.011397842460809215 0.0024936743993748669 0.012960939267259164 0.0028956044443475557 0.0028673545579049877 0.0021317256291029088 0.005683502300911413 0.010644573118611333 0.0066613576518648196 0.0036026632670882455 0.0082815251094583292 0.0083211449599502885 0.0020411487037383944 0.013614354877812498 0.00113992602473445 0.0077592203429794884 0.0026892157585223222 0.0021747815084580679 0.010718517046094611 0.0015077129888254612
leaf_count=343 33 135 119 161 8 34 43 111 74 139 157 26 92 75 132 268 63 235 31 14 37 26 279 429 9 259 38 16 515 9
internal_value=0 0.000604928 -5.83545e-05 -3.49569e-05 -9.97586e-06 0.000489965 -4.51166e-05 -2.62394e-05 -6.19745e-05 -2.76807e-05 -4.10503e-07 0.000322908 0.000430517 0.000810317 -9.87231e-05 -6.62108e-05 -3.8021e-05 -0.000123038 -0.000228735 -0.000148059 0.00018764 -0.000137128 0.000360543 -0.000375699 -0.000559804 0.000735545 -0.000478381 0.000229369 -0.000611601 -0.000296712
internal_weight=0 0.00715877 0.164876 0.161334 0.156792 0.0102971 0.146495 0.144195 0.137829 0.131314 0.12758 0.0297481 0.0272544 0.0142934 0.0978317 0.0949644 0.0928326 0.0770804 0.0632548 0.0575713 0.023264 0.0149825 0.0138256 0.0343072 0.00318107 0.00905115 0.0307046 0.004864 0.0258406 0.0151221
internal_count=3910 168 3742 3623 3280 301 2979 2936 2825 2751 2590 350 324 232 2240 2108 1840 1701 1178 1115 94 57 523 1021 288 293 1007 54 953 438
is_linear=0
shrinkage=0.00129368


Tree=955
num_leaves=31
num_cat=0
split_feature=147 48 14 1456 11 3 1213 15 49 4 43 38 124 15 12 3 43 3 12 52 40 49 52 16 15 454 48 48 1374 1375
split_gain=0.000626443 0.0015793 0.00106933 0.000903803 0.00070827 0.000837203 0.000935704 0.000890962 0.00100652 0.000920129 0.00209621 0.000736878 0.00141563 0.000821112 0.00132755 0.00272467 0.00134964 0.00202059 0.00116099 0.000844975 0.000844399 0.000944488 0.00090535 0.000983851 0.00140824 0.000885397 0.000821572 0.00104439 0.000834904 0.0011363
threshold=0.088565000000000019 -0.098424999999999985 0.077685000000000018 -1.0000000180025095e-35 0.088315000000000018 -0.10628499999999998 -1.0000000180025095e-35 0.079360000000000014 -1.0000000180025095e-35 -0.48072499999999996 -0.46376499999999993 0.11976000000000002 -0.048219999999999992 0.088190000000000004 0.086935000000000012 -0.078669999999999976 -0.074254999999999988 0.10666500000000002 0.086865000000000012 0.091715000000000005 -0.062739999999999976 -0.085974999999999982 1.0000000180025095e-35 -0.19424999999999998 -0.13578499999999996 -1.0000000180025095e-35 0.12862000000000004 0.10174000000000001 -0.094679999999999986 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 9 -9 10 -5 12 -8 14 20 -16 -17 -18 -15 -20 -14 -22 25 24 -24 -23 27 28 -27 -30
right_child=1 -3 -4 4 -6 6 11 8 -10 -11 -12 -13 13 18 15 16 17 -19 19 -21 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0023412714315707286 -0.0019880125237953981 0.0031139864135930409 -0.0029590919520980767 0.0031892506379450312 -0.0015780912616748034 -0.0029014002964446077 0.0020030996356446697 0.001369862385869059 -0.0028468551736692714 0.0019286830454330274 -0.003521166987874534 -0.0030145613991486796 -0.0022281502619801025 -0.0024612482169209158 -0.0031976060667891662 0.0015308695642868766 -0.0035144195482608143 0.00078487060158449556 0.0019953332369857806 -0.0011827327202444064 -0.0018552226067488722 -0.0030870091052771827 0.0022567236143190691 0.0021290245844534589 -0.0035213797756119942 -0.001498414942743822 -0.0026180581219501114 0.0031479499247729064 0.0032902487217494076 0.00014153213775612011
leaf_weight=0.0020778799075706336 0.0011202011494013675 0.0022863778192663267 0.0015942676823788018 0.0010274142059643054 0.0033381489107426878 0.0014312582969285828 0.0041826958801287608 0.0013207500578005238 0.0014960834725565872 0.0080345575946636494 0.0013154763054181737 0.0010043015051905959 0.0018559219130391815 0.001094365681384879 0.0052872827904514317 0.0039415464800764966 0.0024862131825007516 0.0029763548950541008 0.0058612839285885343 0.0012594890799280112 0.0025337077750968709 0.0010801349331286394 0.0010288851353426054 0.0059372580004729003 0.0010624382895230156 0.0032709372196713096 0.0012291215074640141 0.001524973224961367 0.0015773569060897321 0.014260959772108672
leaf_count=343 33 135 119 5 119 506 261 6 69 150 40 22 84 48 441 112 172 20 233 210 66 34 39 150 8 42 17 38 29 359
internal_value=0 0.00143627 -0.000103216 -4.86866e-05 9.82213e-06 7.77094e-05 -8.66635e-05 0.000886058 -0.000869731 0.00136265 -0.000578486 -2.31759e-05 2.49299e-05 -0.00011707 -0.000286367 -0.0011758 -3.90839e-05 -0.00117189 0.000914418 0.00143321 8.31596e-05 0.000211186 0.000380231 0.00139766 -0.00067868 2.4203e-05 0.000177909 0.000344457 0.00012073 0.000455117
internal_weight=0 0.00340658 0.0850911 0.0834968 0.0814189 0.0780808 0.0648865 0.0131943 0.00281683 0.0103774 0.00234289 0.0634552 0.0624509 0.0582682 0.0500531 0.0146914 0.00940411 0.00546257 0.00821514 0.00712077 0.0353617 0.0335058 0.0309721 0.00802858 0.00209132 0.0229435 0.0218633 0.0206342 0.0191093 0.0158383
internal_count=3910 168 3742 3623 3280 3161 2891 270 75 195 45 2385 2363 2102 1611 745 304 192 491 443 866 782 716 197 47 519 485 468 430 388
is_linear=0
shrinkage=0.00352023


Tree=956
num_leaves=31
num_cat=0
split_feature=1 52 15 47 44 48 50 1 0 484 14 3 3 2 15 12 48 1186 3 43 47 160 14 15 150 1213 0 16 1 47
split_gain=0.00197773 0.00252502 0.00246844 0.00409864 0.00289078 0.00297823 0.00307648 0.0026913 0.00240979 0.00211916 0.00193168 0.00185397 0.00201922 0.0029614 0.0021324 0.00265602 0.00313982 0.00236426 0.00256596 0.00322604 0.00351783 0.00224863 0.00176209 0.00159348 0.00276093 0.00158674 0.00153879 0.00187003 0.00169891 0.00188336
threshold=0.094385000000000011 -0.42985499999999993 0.035895000000000003 0.09252500000000001 0.086480000000000015 0.12862000000000004 0.11772500000000001 0.11026000000000001 -0.10303999999999998 -0.065229999999999996 0.077685000000000018 -0.11266 0.084925000000000014 0.085805000000000006 0.088190000000000004 0.086935000000000012 0.088875000000000023 0.085080000000000003 -0.084129999999999996 -0.073684999999999987 0.09550500000000002 0.085545000000000024 -0.46879999999999994 -0.035939999999999993 0.084680000000000019 0.045210000000000007 -0.06402999999999999 -0.064504999999999993 0.12446500000000001 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 6 22 -4 -9 -1 11 -11 14 -14 15 17 -17 18 -13 23 -21 -18 -3 24 -20 -16 27 28 29 -5
right_child=1 2 7 26 -6 -7 -8 8 -10 10 -12 12 13 -15 25 16 21 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014570776319491588 -0.0014570623676382918 -0.00013305833693436352 -0.0011912241603462118 -5.7950514883183926e-05 -0.0013016828063703106 -0.00054866956756286455 -0.00069948604133610807 0.0013023434670867233 -0.00051137450894466548 0.0003191639207496894 -0.0014571764036642254 -0.0014570910313726039 0.001326660991270904 -5.4272932817093302e-05 0.0002984779861182526 -0.0014571932310892823 -0.00071365714427990142 0.0013006147340553431 -0.00082935484285746842 -0.00096157684297291566 0.00083282286118158057 0.0014474434671577596 0.0011067285193550012 0.0010750763528393525 0.0013785756582816008 -0.0014571036904279739 0.00038382480780206981 -0.0014571738432169413 0.00083906518820971436 -0.0014574560731562608
leaf_weight=0.0026105371722930917 0.0020211758276538197 0.0026860339699616978 0.0052535218116389615 0.0071881104463571432 0.0015865014938754021 0.0035803394512186051 0.0024868562436495259 0.0025856061172362388 0.0039004159046385212 0.01847499087567428 0.0022743265572113805 0.0038782876510745625 0.0038266351893412312 0.023776093846436197 0.013091564317025295 0.010108654453551136 0.0031461517807493964 0.0019557599397952421 0.0035748836817415253 0.011989790934116229 0.0028750072303296301 0.0015135688681766624 0.025856784478939687 0.0046828941787566691 0.0018111026095084526 0.0011922624469331575 0.0074229552699307524 0.0029930097542347775 0.0027396424326582283 0.002850287758064951
leaf_count=407 144 41 111 57 13 14 33 18 53 140 90 243 22 111 518 623 117 21 72 209 8 4 541 31 8 91 59 58 24 29
internal_value=0 0.000148671 0.000194298 0.000314962 0.00062133 0.00070948 0.00085465 -0.000416145 0.000211651 -0.00016 -0.000128697 -0.000100166 -0.000188783 0.000137169 -0.000339187 -0.000493244 -0.00100111 -0.000249472 -0.000354692 -0.000183221 -0.000614521 -1.16892e-05 0.000990058 0.000453513 -8.69117e-05 0.000151941 -0.000163155 -0.000420601 -0.000177804 -0.000455324
internal_weight=0 0.0731512 0.0711301 0.0593905 0.0361965 0.03461 0.0310297 0.0117395 0.00648602 0.110783 0.108172 0.105898 0.0874227 0.0276027 0.0598199 0.0455361 0.0147684 0.0307677 0.028812 0.0249337 0.0148648 0.00465972 0.0285428 0.0100689 0.00538599 0.0142838 0.023194 0.0157711 0.012778 0.0100384
internal_count=3910 1195 1051 869 642 629 615 182 71 2715 2308 2218 2078 133 1945 1336 744 592 571 328 217 121 582 111 80 609 227 168 110 86
is_linear=0
shrinkage=0.00145689


Tree=957
num_leaves=31
num_cat=0
split_feature=1425 4 150 147 48 151 1455 151 15 48 0 15 1 11 132 14 376 3 475 16 1213 52 13 0 160 2 1 16 402 33
split_gain=0.00149514 0.00203873 0.00145925 0.00227402 0.00191466 0.00191172 0.00171513 0.00176673 0.00159226 0.0019699 0.00192089 0.00282632 0.00152711 0.00204648 0.00170372 0.00165346 0.00186885 0.00180588 0.00160724 0.0017507 0.00162882 0.00176043 0.00211753 0.00235832 0.00174744 0.00191134 0.0017346 0.00249159 0.00159728 0.00149373
threshold=1.0000000180025095e-35 0.50657000000000008 0.082085000000000019 0.088505000000000014 0.082070000000000018 0.056555000000000001 1.0000000180025095e-35 0.087190000000000017 -0.096369999999999983 0.094275000000000012 -0.089879999999999974 -0.091024999999999981 0.13607500000000003 0.088315000000000018 -1.0000000180025095e-35 0.077685000000000018 0.048375000000000008 -0.15121499999999996 -0.083684999999999982 0.066275000000000014 -1.0000000180025095e-35 0.11588000000000002 -0.091849999999999987 -0.060094999999999989 1.0000000180025095e-35 0.11260500000000001 0.08844500000000001 -0.48509999999999992 1.0000000180025095e-35 -0.007134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 8 7 12 -6 10 11 -10 13 14 -1 16 17 -16 19 -19 -20 22 23 26 25 28 27 -22 29 -24
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011366368109122381 -0.0013207367286187475 0.0010056751822423798 -0.00060722732608219435 0.001315392018870489 0.0011465655338168327 -0.00044813439692733344 -0.0013197041572151444 0.00072954458344945373 0.00028125196124830599 0.0012553512578352434 0.0010916170523067301 -0.001259345841810422 0.0004908620377006126 -0.0011590730718277016 0.00052007980119885564 -0.0012538249631943801 0.00085719052009616261 0.0012172923404816577 -0.0013196521925593625 -0.00067355739561155033 0.00076064796734830035 -0.00070811484292541721 -0.0013198727638328845 0.0011661205240962532 -0.00096266620333679092 -0.0010156919368107351 0.00055330649490710677 -0.0010709889655401504 -0.0013196916628005183 3.0398496039675077e-05
leaf_weight=0.0028228833453431959 0.001550442253146044 0.0033115736223354722 0.0054596740313890271 0.0029364544377621362 0.0044527693377176504 0.0051763713169918893 0.002003925332673794 0.0044218229093431196 0.0057394060457340839 0.0026843367965341267 0.0022353326393869171 0.0032462158835357968 0.0066718023411551633 0.0034540670359017858 0.007333979215047747 0.0021040872378677014 0.0036313238043490506 0.0028330265628615505 0.0022136367577427754 0.0012196722069628407 0.0019094963008683416 0.0093789900882250699 0.0014780795891056178 0.0042581696163210845 0.0050484497927403274 0.0040367874453028909 0.0054251994090002142 0.0040063541041597253 0.0017039754274845711 0.040905231154853228
leaf_count=345 94 212 172 90 29 37 259 43 38 37 58 37 93 75 78 76 67 65 435 54 8 300 21 19 208 101 44 53 137 625
internal_value=0 -1.83452e-05 -4.11363e-05 0.00020886 9.67935e-05 0.000260117 -0.000109444 -8.83287e-05 0.000459821 0.00023991 -3.00884e-06 -0.000275316 -0.000121076 -0.000160423 -0.000126035 -9.67715e-05 -7.12475e-05 -0.000107993 -0.000162559 0.000648235 -0.000203446 -0.00017183 -9.86919e-05 0.0003288 -0.000224105 -0.000146627 1.44159e-05 -0.00047978 -6.7052e-05 -1.6691e-05
internal_weight=0 0.152103 0.148792 0.0319306 0.0289941 0.0235344 0.116861 0.114857 0.0183581 0.0139053 0.011221 0.00898562 0.110435 0.103763 0.100309 0.0974865 0.0953824 0.091751 0.0844171 0.0040527 0.0803644 0.0781507 0.0687717 0.0155992 0.0531725 0.0481241 0.011341 0.00591585 0.0440873 0.0423833
internal_count=3910 3816 3604 498 408 236 3106 2847 199 170 133 75 2804 2711 2636 2291 2215 2148 2070 119 1951 1516 1216 124 1092 884 105 61 783 646
is_linear=0
shrinkage=0.00131955


Tree=958
num_leaves=31
num_cat=0
split_feature=2 484 1446 1425 159 49 403 123 41 4 15 159 50 101 1186 456 123 1375 2 0 0 52 160 4 52 16 16 1 4 43
split_gain=0.00211282 0.00224915 0.00198019 0.00193263 0.00198151 0.00226108 0.00178964 0.00167054 0.00162108 0.00248867 0.00261362 0.00217763 0.00189591 0.00188821 0.00180723 0.00180704 0.00187043 0.00183158 0.00183273 0.00263077 0.00242279 0.00231966 0.00208154 0.00225591 0.00237973 0.0018323 0.00204748 0.00247327 0.0032414 0.00149886
threshold=0.099015000000000006 -0.0043499999999999988 0.091660000000000005 1.0000000180025095e-35 0.079875000000000015 0.090775000000000008 -0.092224999999999988 1.0000000180025095e-35 0.080335000000000018 0.27223000000000003 -0.13578499999999996 0.10392000000000001 0.10119500000000002 -0.08175499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092515000000000014 0.089445000000000011 0.097135000000000013 -0.230625 -0.070174999999999987 -0.40083499999999994 -0.083654999999999993 0.15927500000000003 -0.11051499999999999 -0.19424999999999998 -0.15168999999999996 0.093170000000000017 0.0066400000000000009 0.021175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -3 -2 9 10 -8 12 13 -12 -15 -16 17 18 19 -17 22 -22 -21 24 -24 -26 -27 28 29 -28
right_child=2 6 -4 -5 5 -7 8 -9 -10 -11 11 -13 -14 14 15 16 -18 -19 -20 20 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0010149785275301256 5.0662901360462855e-05 -0.0012773909904692908 -0.0013637330695438761 -0.0013744745099225277 0.0011363467546923137 -0.00044475603974467232 -0.0012002596765966138 0.00085500783048165184 -0.0008879156801989374 0.0012906739935944448 -0.0013738544043659382 -0.0013732946705950625 -0.0013708679377570931 -0.0013730238736980615 -0.0013730569436042448 0.0013562542242052107 -0.0012684909920573442 -0.0013732742198441707 -0.00065600731973225587 -0.00076700925941390716 -0.000460805480001893 0.00094331424020184073 -0.001121105121103061 0.00080105169806501443 -0.0013736209754068979 0.0012882503538063266 7.8488314139054855e-05 -0.00088165541077169494 0.0011373109486619319 -0.0013730189801678414
leaf_weight=0.0052258580857786887 0.042596871957440996 0.0023469988884889928 0.0015230387244304913 0.0013966879555695746 0.0081543746577246168 0.0021552694473818699 0.0036740969182482699 0.0054943103295599363 0.0043200381914090249 0.002622821209701697 0.0017386695399181909 0.0021855707931841542 0.0018259050462918749 0.0016024899173912024 0.0015435557219234388 0.0037546433536590337 0.0017736020479333084 0.0014483305515184943 0.0046055229474930562 0.0053358157672875875 0.0027334709491810836 0.011748659874090378 0.0032442208897425209 0.0080544513064637613 0.0015267354856405143 0.0028097681292820051 0.024024231663451814 0.0044896675522245735 0.0057682043625675297 0.0014200959194923249
leaf_count=482 678 347 55 49 181 61 98 122 86 116 5 83 173 99 46 15 13 19 44 209 42 127 105 31 6 9 423 61 23 102
internal_value=0 -0.000136015 0.000182103 0.000221475 0.000259643 0.000805811 -9.21007e-05 0.000142558 -6.48942e-05 -2.8588e-05 -6.48935e-05 -1.93704e-05 1.37114e-05 4.25638e-05 7.12385e-05 9.86992e-05 0.000126156 0.000156708 0.000184575 0.000236255 0.000177156 0.00067829 4.90979e-05 0.000133921 9.77571e-06 0.000101408 0.000159883 7.10798e-05 0.000208123 -2.52305e-06
internal_weight=0 0.109823 0.0613206 0.0597975 0.0584008 0.0103096 0.104598 0.0480912 0.102251 0.0979305 0.0953077 0.0916336 0.089448 0.0876221 0.0858835 0.084281 0.0827374 0.0809638 0.0795155 0.07491 0.0711553 0.0144821 0.0566732 0.0513374 0.0432829 0.0400387 0.038512 0.0357022 0.0312125 0.0254443
internal_count=3910 2764 1146 1091 1042 242 2282 800 1935 1849 1733 1635 1552 1379 1374 1275 1229 1216 1197 1153 1138 169 969 760 729 624 618 609 548 525
is_linear=0
shrinkage=0.00137286


Tree=959
num_leaves=31
num_cat=0
split_feature=484 150 401 101 393 14 51 1 47 42 44 1 0 4 51 3 39 48 16 457 2 101 457 403 484 4 13 1212 0 0
split_gain=0.00206345 0.00300414 0.0019243 0.00172817 0.0016575 0.0016092 0.00194192 0.00298696 0.00340059 0.00223804 0.00223335 0.0025213 0.00306934 0.0029195 0.00295498 0.00276216 0.00258205 0.00306326 0.00290639 0.00384285 0.00276724 0.00258498 0.00260322 0.00289064 0.00217394 0.00216108 0.0024405 0.00269271 0.00209525 0.00282503
threshold=-0.0043499999999999988 0.094545000000000018 0.10072000000000002 -0.08175499999999998 -1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 0.13562500000000002 0.11669500000000001 0.10056500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.23071499999999998 -0.084074999999999997 -0.083604999999999985 0.005105000000000001 0.12862000000000004 -0.11180499999999999 -0.068769999999999984 0.10066500000000002 -0.041339999999999995 0.082870000000000013 0.03138500000000001 0.096820000000000003 -0.51381999999999983 0.17936000000000002 1.0000000180025095e-35 -0.10462499999999998 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 9 8 10 -6 11 12 15 -13 -15 -8 17 18 19 -16 21 -20 23 -23 -22 -14 27 -27 -21 -30
right_child=2 -3 -4 4 5 -7 7 -9 -10 -11 -12 13 25 14 16 -17 -18 -19 20 28 24 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00084017328089713102 -0.0012945940520720336 0.00090878668007336695 -0.0011445173287254421 -0.0012938304340517075 -0.0012940078190058601 -0.00075229374586839614 -0.0012938951866976799 0.00085666682712611018 -0.0008476480216124976 0.00048552168154558168 -0.00110798546140238 -0.00078609848729148499 -0.00059286389431915801 0.0010355005527227419 -0.00075148441972135703 -0.00022562329747373528 0.00091333836412087319 -0.0012002540543493536 0.0010211222786841322 0.0010569587944990334 0.0010725542193732525 -0.00075655795436281701 0.00029471787183526496 0.00058596131906157607 -0.0004960750540724348 0.0004155477567436436 -0.0010316201792641782 -0.0012938576839376188 -0.0012946676577569622 0.00080821778455660508
leaf_weight=0.010073649156143283 0.0016746064093240412 0.0019641380666541872 0.0024338713304206108 0.0015790393661116999 0.0036018480028658919 0.0042152291945534151 0.0051722060907934886 0.007920129100444484 0.0068699486548169366 0.0017611299781492562 0.0025917146982692421 0.0043130699934614816 0.0060293610988253468 0.0083390654948871656 0.0031104070694709654 0.018682714820000612 0.0080348074706080297 0.0027506370651622083 0.0027371611504349849 0.013752679559004831 0.0058612275985865381 0.017221428886756485 0.0087933634422370233 0.0031797382363478724 0.0019775021319965447 0.031985941055083351 0.0023460315412791024 0.0016203682359279261 0.0016698135294177519 0.0029722812108730077
leaf_count=588 6 24 189 76 73 91 321 200 98 10 37 163 22 85 17 380 192 14 3 83 65 397 27 33 11 482 42 123 7 51
internal_value=0 -0.000554805 -1.8761e-06 1.35089e-05 2.57406e-05 3.74788e-05 5.66893e-05 8.11622e-05 4.27769e-05 -0.000709634 8.27214e-05 0.000103219 -8.66872e-05 0.000250809 0.000306434 -0.000457245 0.000222065 0.000135316 0.000195269 0.000578418 -1.19127e-05 -0.000180988 -0.000293694 -0.000547312 0.000676831 0.000123872 0.000244072 0.000333127 0.000803294 5.17863e-05
internal_weight=0 0.0120378 0.183197 0.180763 0.179089 0.17751 0.173295 0.167932 0.160011 0.00536298 0.153142 0.15055 0.0658366 0.0847132 0.0804001 0.0238549 0.072061 0.0640262 0.0612756 0.0215052 0.0397704 0.0319317 0.0291945 0.0204012 0.00783873 0.0419817 0.0359523 0.0336063 0.0183948 0.00464209
internal_count=3910 612 3298 3109 3103 3027 2936 2853 2653 83 2555 2518 1370 1148 985 701 900 708 694 158 536 460 457 430 76 669 647 605 141 58
is_linear=0
shrinkage=0.00129368


Tree=960
num_leaves=31
num_cat=0
split_feature=1 47 42 16 2 50 48 148 11 3 2 42 42 13 15 4 49 3 2 2 16 51 16 12 15 394 3 43 47 9
split_gain=0.000694772 0.000816977 0.000979138 0.00093904 0.00161815 0.00117457 0.00142737 0.00116171 0.000775572 0.000933848 0.0009734 0.000828222 0.00103356 0.000829829 0.000786637 0.000945853 0.000733591 0.00118286 0.00124434 0.00109612 0.00108097 0.00086394 0.00122275 0.000830395 0.00220623 0.000814596 0.000976996 0.00147803 0.00122093 0.000698909
threshold=0.10113500000000002 0.087850000000000025 -0.14127499999999996 0.050115000000000007 0.11260500000000001 0.11843500000000001 0.12862000000000004 -0.078149999999999983 0.08184000000000001 -0.11266 0.11635500000000001 0.092145000000000019 0.091330000000000008 -0.014114999999999997 0.079360000000000014 -0.34687499999999999 -0.085974999999999982 0.084925000000000014 0.085805000000000006 0.086650000000000019 0.011450000000000002 0.08955500000000001 0.22945500000000005 0.088375000000000023 0.088345000000000021 -0.081859999999999988 -0.084129999999999996 -0.082484999999999989 0.09550500000000002 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 -5 6 7 -4 9 14 11 12 16 -13 15 -1 20 23 -19 -20 -11 22 -21 25 -25 -18 -27 -28 29 -29
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 13 -14 -15 -16 -17 17 18 19 21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00016516722236573417 -0.002045492463515926 -0.00031777497706892441 -0.0010892183101319356 -0.0026948239187865198 0.0018043072233615452 -0.0017491547607454481 -0.0011068539091364682 0.0029285583091732052 -0.0027660082051881398 -0.0033003195565433586 -0.0030899654891485859 -0.0030997100243102403 0.0024907122954638582 0.00023167446157565153 -0.0015353133205018583 0.0023212129600165476 0.0024140193949925368 0.0034124366720420301 -0.002491237419948849 0.0022957694947395376 0.00095094595103494906 -0.00087945588959466693 -0.00085341144637186871 -0.0035910100082918958 0.0010078491021037717 -0.0031048728924026286 0.0017861382194383402 -0.00088667106878815183 0.0021142795290058484 -0.0034824646253742886
leaf_weight=0.0034237485970720636 0.0013601219761909525 0.012241735083902583 0.0010393827965327071 0.0019884295739771565 0.0021396373866799934 0.0012116299023254848 0.0016593625509813146 0.008645248204660394 0.0015627300957787851 0.0022815751089275685 0.0016815284181547199 0.0025662598027041406 0.0018150312304836538 0.0015440171006275696 0.0015368042300600857 0.0046538251923760035 0.0013686282559378085 0.0018688353209554984 0.0016129977923355918 0.0052713444226668571 0.001164788578137177 0.00320312506733611 0.0022758875217165908 0.0035039536976617649 0.0021826851000239511 0.0016317920027681876 0.0036875723854545824 0.0074614957627017302 0.0015307955249470604 0.0016292876243824139
leaf_count=38 19 249 41 119 90 29 12 428 83 84 160 422 47 14 81 84 95 27 12 46 17 31 50 426 266 434 103 355 21 27
internal_value=0 0.000398205 0.000883958 0.00112278 -0.000362859 0.00161123 0.00197015 0.00249736 -0.000269939 -0.000202565 -0.00040606 -0.000309214 -0.000160331 -0.00184828 0.000819351 0.00126734 -0.000278629 -0.000131912 0.000681655 0.000268872 -0.00186349 0.000683002 0.00134613 -0.000635423 -0.00182584 -0.000244339 -0.000472575 -0.000172392 -0.00085235 -0.0013519
internal_weight=0 0.0302855 0.0180438 0.0166837 0.00412807 0.0125556 0.011344 0.00968463 0.0594587 0.057896 0.0482816 0.0466001 0.0424898 0.00411028 0.00961438 0.00807757 0.0406748 0.0372284 0.0142322 0.0123634 0.00344636 0.0107504 0.00754723 0.0229962 0.00568664 0.0173096 0.0159409 0.0143092 0.0106216 0.00909078
internal_count=3910 987 738 719 209 510 481 469 2923 2840 2637 2477 2041 436 203 122 1994 1893 166 139 101 127 96 1727 692 1035 940 506 403 382
is_linear=0
shrinkage=0.00359063


Tree=961
num_leaves=31
num_cat=0
split_feature=151 14 1 0 132 3 52 16 16 151 2 1 3 11 52 47 49 49 0 48 130 483 16 13 16 13 13 403 12 52
split_gain=0.000677911 0.000900502 0.000852363 0.00140131 0.0011175 0.000964711 0.000982976 0.00156882 0.00142447 0.000917227 0.00132791 0.00129803 0.00121203 0.00176911 0.00103889 0.00127388 0.000850675 0.000790179 0.00206253 0.000787611 0.000737763 0.000736896 0.00087389 0.000712028 0.00121657 0.00110254 0.000733316 0.00132613 0.000690072 0.000650107
threshold=0.087190000000000017 0.077685000000000018 1.0000000180025095e-35 -0.084074999999999997 0.079995000000000011 -0.083604999999999985 -0.089799999999999977 -0.014099999999999998 -0.50763499999999995 0.056555000000000001 1.0000000180025095e-35 0.12958500000000003 0.082730000000000012 0.088160000000000002 -0.069134999999999988 0.07813500000000001 -0.067014999999999977 -0.18178499999999997 -0.11287999999999999 0.10885500000000002 -1.0000000180025095e-35 0.089540000000000022 -0.23935499999999996 0.17936000000000002 0.23932500000000004 0.11596500000000001 -0.083924999999999986 0.07955000000000001 0.086305000000000007 0.11588000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 -1 -7 8 -8 10 11 20 13 -12 -14 21 -11 -2 -19 -17 -4 22 -16 25 -25 26 29 28 -28 -5
right_child=17 -3 4 23 -6 6 7 -9 -10 16 12 -13 14 -15 15 19 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0039646987919468328 0.003410632150599413 -0.003230617610601652 -0.0038374225919660084 0.0017339114926764915 0.002407249270231926 -0.0039649919735997149 0.00048966968426273337 0.0021436450850466065 -0.0039651636592369244 -0.0036842495784036033 0.0028002419992424303 0.0015689832954629524 -0.0011480630399308997 -0.0023713974363252987 -0.00064968288924744798 -0.0034918509948282587 9.3614315131156428e-05 0.0027958480789562444 -0.0036129278188593897 0.00028407487913856689 -0.00081337638293178653 -0.0011361337922077947 0.0030295427773798971 -0.0037285822163494091 0.0013237664165525551 0.0033925293086889304 0.00062136507737659366 0.00126811349347585 -0.003084049710494472 -0.0017650351924500837
leaf_weight=0.0024054723827512956 0.0018645563233947726 0.001449766546243402 0.0013991843848089056 0.0046047143931955414 0.0034444713019361464 0.0015554637769409916 0.002154251794181051 0.002361170708394365 0.0023681291201980703 0.0018918243316647931 0.0071526666137415873 0.0035539253413032759 0.0058553564556573781 0.0012163205406938715 0.00125036538391221 0.001276611252251314 0.0018554544515154694 0.0019305597140863995 0.001334936097300953 0.0027136076223257533 0.013512568824997517 0.0011235714411697018 0.005380395991866572 0.0018343280746040405 0.0012659642545287397 0.0017353318915240843 0.0010387427493636636 0.0028964941068916339 0.0032970383652388691 0.0010192886112632138
leaf_count=436 29 115 61 112 160 74 35 55 366 19 262 91 136 72 57 25 21 36 71 50 675 21 72 60 15 26 81 72 594 11
internal_value=0 -0.000134102 -7.81004e-05 -0.000627938 0.000225821 -0.00175001 -0.00111874 -0.000475574 -0.00184309 6.98734e-05 0.000228716 -0.000584003 0.000806615 0.00204861 0.000216029 0.000896109 -0.00181365 0.00135161 0.000175938 -0.000923977 -0.00109713 0.00183269 0.00233575 5.98545e-05 -0.00166552 0.000426447 2.60867e-05 -0.000808834 -0.00219633 0.00109977
internal_weight=0 0.0816125 0.0801627 0.0285364 0.0516263 0.0108445 0.00843902 0.00688355 0.00452238 0.0481819 0.0444346 0.0184657 0.0259689 0.00836899 0.0175999 0.0117446 0.00374728 0.00513005 0.0032655 0.00399022 0.0149118 0.00775433 0.00663076 0.0176919 0.00310029 0.0145916 0.0128563 0.00723228 0.00433578 0.005624
internal_count=3910 3774 3659 1937 1722 966 530 456 401 1562 1522 827 695 334 361 225 40 136 107 75 736 150 129 971 75 896 870 747 675 123
is_linear=0
shrinkage=0.00396435


Tree=962
num_leaves=31
num_cat=0
split_feature=1456 151 0 1 15 11 14 3 47 3 43 475 12 0 3 2 1 2 16 151 151 1374 457 42 4 15 3 52 3 4
split_gain=0.000650065 0.000762983 0.00087888 0.000831344 0.00103901 0.000928145 0.000854194 0.000945644 0.00110457 0.00101258 0.00182894 0.00127488 0.00104352 0.00103029 0.00183742 0.00107151 0.00088263 0.0014408 0.000921236 0.000828626 0.00126396 0.0010053 0.00113223 0.000714359 0.000713861 0.000711933 0.00104838 0.000685111 0.000718476 0.000939981
threshold=-1.0000000180025095e-35 0.087190000000000017 -0.082844999999999988 0.12730000000000002 0.10043500000000001 0.088315000000000018 0.077685000000000018 -0.10628499999999998 0.11002500000000003 -0.078884999999999997 -0.06705499999999999 -0.067819999999999978 -0.051479999999999991 -0.11524 -0.083144999999999983 0.088975000000000012 0.076710000000000014 0.090545000000000014 0.15737500000000001 0.056555000000000001 0.015440000000000001 -0.094679999999999986 0.088175000000000017 0.091590000000000019 -0.0017649999999999999 0.090325000000000003 -0.025254999999999996 0.089525000000000007 -0.089974999999999986 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 4 5 6 7 16 9 13 -11 -12 -13 -9 15 27 17 -2 -19 20 21 -14 25 -6 -1 26 -23 28 -15 -30
right_child=1 2 -4 -5 23 -7 -8 8 -10 10 11 12 19 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0033838850290072073 -0.002606892924331341 0.0024460028663981343 -0.00067499690203808613 0.00099655208265362325 -0.0032005182901966218 -0.0020615372899266378 -0.0029998022304026334 0.0018425989134650132 -0.0024162550462953833 0.0017701542310002984 0.0025207061813265763 -0.002737477864742341 -0.0032217051625055334 -0.0025611813666238025 -0.0033769128751121665 -0.0029805626181883356 0.0020520674848041355 0.0028124136264517396 -0.00027227445930663442 -0.001873896450028234 0.0033823663367487018 -0.0033839198270487593 0.0028221858007363991 0.00013356788129078792 0.00032398011709671039 0.0017571226610425153 -0.00016096380467678167 0.0025419940752486525 0.0022345231832283027 -0.0013034803087486422
leaf_weight=0.0013632034218392652 0.0016426465468237714 0.0029670404737807132 0.0015846453763685977 0.0075909609239825917 0.0021307249797169461 0.0026269701270393844 0.0010746998348061245 0.0013860113055645879 0.002347687428327915 0.007167992072766082 0.0019387883722741242 0.0018998433911017179 0.0011333493325764712 0.0011797012975024394 0.003246974403094299 0.0013950270558963362 0.0047104419843488898 0.0019924904835781909 0.0024979332806651655 0.0028153963470458612 0.0012478215754754265 0.0012446497105440468 0.0015609435313201905 0.0011237031255926233 0.001054082139271161 0.0019643527870467628 0.016123013790142714 0.0012488292528337608 0.0017523521844803273 0.0016876401637882562
leaf_count=239 62 92 38 323 161 113 62 23 108 295 66 71 7 171 482 162 151 29 20 18 7 177 34 120 130 112 186 52 154 245
internal_value=0 1.3495e-05 0.00135944 -6.63468e-05 -0.000183044 -9.08591e-05 -9.02183e-06 4.26667e-05 -0.00014909 -4.04496e-05 0.000235015 -0.000132661 -0.000316456 -0.000899413 -0.001261 -0.000315137 0.000950571 0.000104577 0.00109646 -0.000140157 6.95681e-05 -0.000118107 5.02497e-05 -0.00204931 -0.00176703 -0.000173567 -0.000391936 0.000318471 -0.000282608 0.000498799
internal_weight=0 0.0812826 0.00455169 0.0767309 0.06914 0.0658856 0.0632586 0.0621839 0.0513404 0.0489927 0.0370962 0.0299282 0.0279894 0.0118965 0.0105105 0.00726355 0.0108435 0.00613307 0.00449042 0.0260895 0.0232741 0.0220263 0.020893 0.00325443 0.00241729 0.019332 0.0173677 0.00586852 0.00461969 0.00343999
internal_count=3910 3541 130 3411 3088 2807 2694 2632 2370 2262 973 678 612 1289 1266 784 262 111 49 541 523 516 509 281 369 475 363 622 570 399
is_linear=0
shrinkage=0.00338353


Tree=963
num_leaves=31
num_cat=0
split_feature=480 31 2 15 1 2 159 50 403 13 41 457 454 151 1425 124 15 0 1 0 13 34 30 123 47 128 47 484 149 1
split_gain=0.00208782 0.00216792 0.00207454 0.00239004 0.00430491 0.0027932 0.00325986 0.00248602 0.0025031 0.00225726 0.0022274 0.00212854 0.00244203 0.00205655 0.0020922 0.0019984 0.00259451 0.00239051 0.00235985 0.00209226 0.00211182 0.00193099 0.00197487 0.00200333 0.00209359 0.00196622 0.0019848 0.00198385 0.00210691 0.00211178
threshold=0.08456000000000001 -1.0000000180025095e-35 0.099015000000000006 -0.11739999999999999 0.12446500000000001 -0.13811499999999996 0.09141500000000001 0.10119500000000002 -0.092224999999999988 0.17936000000000002 0.078535000000000008 -0.0015249999999999997 0.085470000000000004 -0.40391999999999995 1.0000000180025095e-35 -0.52484999999999993 -0.074174999999999977 -0.23274999999999998 0.091655000000000014 0.076335000000000014 -0.45122499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10233500000000002 0.09550500000000002 0.086435000000000012 0.087850000000000025 0.087495000000000017 0.078645000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 -7 13 11 12 -10 -4 15 -15 17 -17 -19 20 -18 -13 -23 24 25 26 27 28 29 -24
right_child=-2 2 9 5 -6 6 -8 -9 10 -11 -12 21 -14 14 -16 16 19 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013201778523226322 -0.00084363594404493806 -0.0010514189287161488 -0.00098196744203052073 0.0010706670401257204 0.0013197210462261126 -0.0013196833443965008 -0.001114670752881491 -0.0013196874866686309 -0.0013198883763811914 -0.00056287984053164913 -0.0013197835783661045 -0.0012019802006697495 0.00058402940867044028 -0.0013199268546895248 -0.001320994927514844 -0.00034241382380548083 0.0013198801378864378 -0.00030636355416575287 0.0011701051081569461 0.00072878200341657874 -0.00016323845023440606 -0.0013206139695071805 1.0033550962239301e-05 -0.0013201670965375793 0.00065701137733233962 -0.0013199972757006843 -0.0013200577590482588 -0.0010922060669704367 -0.0013198599226641845 0.00052042587155364038
leaf_weight=0.0020976091240267883 0.0054344443505789366 0.0094790654449838918 0.0022509916718149716 0.0035963852850926506 0.0015514277149293329 0.0025122052157362509 0.005354379040355183 0.0026377139915396688 0.0038698877646652355 0.0066074658686687817 0.0021232492449687604 0.001933186400037811 0.0016832476412673714 0.001220834703417494 0.0013415061121690988 0.0028397935172961289 0.0018137375611075859 0.002179476963011239 0.013945845069567753 0.0081925667688835802 0.021346384276512698 0.0015960458549670866 0.029522030720710468 0.0015565477806376285 0.013831746792959621 0.0016755220023423325 0.001603830526391902 0.0021014868579212189 0.0015207203190925602 0.027047723474950658
leaf_count=111 280 202 30 53 48 293 204 258 100 86 58 27 10 6 49 21 24 128 259 85 378 2 632 7 90 99 22 106 18 224
internal_value=0 -1.34247e-05 -2.92349e-05 -0.000133837 -0.00071792 -7.19859e-05 -0.000112847 -5.65103e-05 -2.05199e-05 0.000165939 1.57179e-05 4.79619e-05 -0.000742779 0.000253288 0.00030587 0.000348216 0.000388689 0.000773948 0.000970548 0.000155647 -4.70911e-05 0.000101259 0.000132573 0.000161984 0.000191829 9.04553e-05 0.000128698 0.000167301 0.000212865 0.000254068
internal_weight=0 0.179033 0.176935 0.115196 0.0110305 0.104166 0.10057 0.0952151 0.0925774 0.0617386 0.0900652 0.087942 0.00555314 0.0551311 0.0528801 0.0515386 0.0503178 0.0189651 0.0161253 0.0313527 0.0231601 0.0823888 0.0804557 0.0788596 0.0773031 0.0634713 0.0617958 0.060192 0.0580905 0.0565698
internal_count=3910 3630 3519 2453 250 2203 2150 1946 1688 1066 1395 1337 110 980 950 901 895 408 387 487 402 1227 1200 1198 1191 1101 1002 980 874 856
is_linear=0
shrinkage=0.00131955


Tree=964
num_leaves=31
num_cat=0
split_feature=484 15 16 15 15 2 14 39 42 160 133 151 133 49 1 13 3 49 48 52 12 4 1 457 457 41 0 0 0 0
split_gain=0.000639725 0.000974078 0.000676628 0.000635028 0.000885712 0.000912616 0.00078693 0.000775068 0.00116753 0.000921491 0.00105783 0.000976632 0.000927358 0.000946839 0.000833742 0.00126627 0.000988715 0.000892636 0.00104057 0.00118458 0.000840491 0.000889617 0.000805588 0.000701873 0.0010501 0.000816987 0.000784006 0.00153368 0.00131448 0.0015067
threshold=-0.0043499999999999988 1.0000000180025095e-35 -0.063614999999999991 -0.24219999999999997 -0.19153499999999998 -0.13811499999999996 -0.46879999999999994 0.16168500000000002 -0.11403999999999999 -0.092169999999999988 -0.031394999999999992 -0.010684999999999998 -0.26719999999999994 0.24887500000000004 0.10752500000000002 -0.080179999999999987 -0.10315499999999998 0.073145000000000016 0.12862000000000004 -0.060039999999999989 0.10214500000000001 -0.37626499999999991 0.11395500000000001 -0.0015249999999999997 -0.11700999999999999 0.078535000000000008 -0.10783 -0.10209999999999998 -0.10071499999999999 -0.092299999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -2 8 -7 10 -10 -12 -11 14 20 -16 -17 18 19 22 23 -22 -18 24 -14 26 -25 -28 -29 -30
right_child=3 -3 -4 4 5 7 -8 -9 9 12 11 -13 13 -15 15 16 17 -19 -20 -21 21 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.00023579191770480088 -0.00062817314180533428 0.0013114060301973346 -0.0027255325590143267 -0.0019716429401639172 0.0025274977146542079 -0.0020370972915555521 0.0019607742477398935 0.0022691316073787265 0.0014538779549844662 -0.0023708527412452255 0.0002291171510104902 -0.0028561641354571485 0.00092817575198276951 -0.0024584948667603613 0.0024666738283510774 0.0028391790997996874 0.0027826915750539792 0.0021707057558782474 -0.002884415334110076 -0.0016550133280731217 0.00035788304289723207 -0.0028882443977782529 -0.00031161632371860354 0.00090896653978689344 -0.0026558701687380403 -0.0020610289585615616 -0.0027328133727413818 0.0022167749336213065 -0.0028059738814415133 0.00018190343685987531
leaf_weight=0.0015074499689362586 0.0014690075404137914 0.0011326726072142801 0.0022979072661217228 0.0019113394109903084 0.0011906101817924499 0.0024100506346301778 0.0029358917864601422 0.0012096033013904153 0.0010041362676673771 0.0012349109449671927 0.0012591589268140524 0.0026697615053570814 0.0011227301932521527 0.0011321305233984438 0.0031462650779632293 0.0011214879431946665 0.0014448175729704369 0.0012250995045306468 0.0012450446978959917 0.001938049033611831 0.0012450522863218794 0.0016203481605080996 0.0013641255525556062 0.012342509709661432 0.0017356748971071303 0.0012572585382493165 0.0015754465672301763 0.0024458602418491035 0.001501961404741777 0.022372452981251505
leaf_count=164 45 173 275 92 55 178 246 23 52 150 38 318 30 39 102 27 32 14 17 39 9 158 49 175 72 57 15 13 74 1179
internal_value=0 -0.0010395 -0.00173925 3.26732e-05 -3.18143e-05 2.05432e-05 0.00109738 -2.23272e-05 -6.28415e-05 9.24561e-06 -0.00119133 -0.00186738 0.000106223 0.000157345 0.000207792 0.000905618 0.000316612 -7.53754e-05 -0.000534597 8.17151e-05 3.80639e-05 -0.00147776 0.00127998 0.000135991 -0.00124812 0.000231335 0.000302961 3.48326e-05 0.000200495 -6.06668e-06
internal_weight=0 0.00493803 0.00380536 0.0771308 0.0727259 0.0708145 0.0044049 0.0696239 0.0684143 0.0660043 0.00493306 0.00392892 0.0610712 0.0598363 0.0587042 0.0114849 0.00833862 0.00721714 0.00599204 0.00474699 0.0472193 0.0028654 0.00280894 0.0443539 0.00285841 0.0414955 0.0402382 0.0278957 0.0263203 0.0238744
internal_count=3910 612 439 3298 3007 2915 291 2860 2837 2659 408 356 2251 2101 2062 280 178 151 137 120 1782 167 81 1615 102 1513 1456 1281 1266 1253
is_linear=0
shrinkage=0.00288781


Tree=965
num_leaves=31
num_cat=0
split_feature=1429 4 480 2 15 159 50 13 52 403 3 4 12 0 52 3 52 4 0 16 49 1 1 13 48 49 4 16 12 43
split_gain=0.000616006 0.000692523 0.000691525 0.00058791 0.00122335 0.00115734 0.00115043 0.000883189 0.000872714 0.000751661 0.000954953 0.000722863 0.000949458 0.000955643 0.00114021 0.00103532 0.00101698 0.000883347 0.00110522 0.000904209 0.000821704 0.000726303 0.000718563 0.000655879 0.000975517 0.00068637 0.000788099 0.000797396 0.000628458 0.00228489
threshold=-1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 0.099015000000000006 -0.11739999999999999 0.09141500000000001 0.10119500000000002 0.17936000000000002 0.18936500000000003 -1.0000000180025095e-35 -0.090854999999999977 0.15927500000000003 0.10371500000000002 -0.077944999999999987 -0.27466499999999994 -0.084129999999999996 0.0033900000000000002 -0.013199999999999998 -0.10131499999999999 -0.057604999999999996 -0.062504999999999991 0.087225000000000011 0.11395500000000001 0.00079000000000000012 -0.086624999999999994 -0.12164499999999999 -0.0017649999999999999 0.31524000000000002 0.090840000000000018 -0.07526999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 22 6 9 8 23 10 -6 12 13 15 -15 -11 17 -17 19 21 -20 -19 -2 24 -5 -26 27 -27 -16 -30
right_child=1 -3 -4 7 5 -7 -8 -9 -10 11 -12 -13 -14 14 28 16 -18 18 20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.002651889762875921 -0.0034651466504121058 0.0027070496006464323 -0.0029332552830382843 -0.002328224113212117 0.0010560778830813432 -0.0028216442100298554 -0.0040413236137447723 -0.0016565701865267942 -0.0018824279724673138 -0.0020795864785077764 -0.0040437993796130041 0.0018473348231710643 -0.003654826599808514 -0.0010188426137572805 0.0033497848811910613 0.001672211988248575 0.0019369186251011505 0.00065436864885552433 0.00032947571054305915 0.0015471923774001272 -0.0040440030338841906 -0.0020680608405158935 0.00044625027524199167 0.0031588038816094109 -0.0010195682431659594 0.0033469397377994788 0.00059078707027346419 -0.00012317596988581852 0.0032559287967987719 -0.0034589801742642137
leaf_weight=0.0014527894697917701 0.0028694698333341919 0.0015213428850966429 0.0013346981914078007 0.0015186375227074214 0.0010118804534103853 0.0023631212571070251 0.0010784785334421168 0.0027341375049410024 0.0018458654971559288 0.0039360578652343136 0.0014761727335303445 0.0045032674878591186 0.0010527707441831948 0.0025329098099144964 0.0035435382159851939 0.0031185980222865227 0.0042888855105944748 0.002716901471330857 0.0010033223854293274 0.0036873390922948952 0.002342291690156784 0.0039058054688325683 0.0010486193463159488 0.0021045433658006254 0.0022506659768168858 0.0045031139989006848 0.0084795954474219462 0.0014255151346000972 0.0024285229844238643 0.0012576627751190728
leaf_count=181 179 210 235 27 151 193 254 67 96 274 494 69 58 47 114 98 135 15 19 19 115 30 34 147 39 175 296 33 28 78
internal_value=0 5.62905e-06 -4.81905e-05 3.13313e-06 -0.000248856 -6.50595e-05 8.33791e-05 0.000511586 0.000779485 0.000187299 -0.0019697 0.00032041 0.000128417 0.000242993 0.00131587 -0.000175983 0.000179743 -0.000269536 -0.000712981 -5.76685e-05 -0.00273243 -0.00095121 -0.00241832 0.00102174 0.000774322 0.00105715 0.00138155 0.00251256 0.00213382 0.000964918
internal_weight=0 0.0778837 0.0763624 0.0750277 0.0501656 0.0462475 0.0438844 0.0248621 0.0221279 0.0428059 0.00248805 0.0403179 0.0358146 0.0347618 0.00976263 0.0249992 0.0210631 0.0167743 0.0136557 0.01031 0.00334561 0.00662271 0.00391809 0.0202821 0.0181775 0.0166589 0.0144082 0.00592863 0.00722972 0.00368619
internal_count=3910 3729 3519 3284 2404 2191 1998 880 813 1744 645 1099 1030 972 267 705 431 296 198 64 134 45 213 717 570 543 504 208 220 106
is_linear=0
shrinkage=0.00404364


Tree=966
num_leaves=31
num_cat=0
split_feature=147 48 14 1456 49 52 1 1 9 9 457 158 15 47 1 0 1 12 1374 0 48 150 1 0 129 133 43 3 4 2
split_gain=0.000586335 0.000895306 0.000824981 0.000763495 0.000587997 0.00069992 0.000670088 0.00118322 0.000908897 0.000930653 0.000733571 0.0007251 0.000683296 0.000909951 0.000965999 0.00130211 0.000831531 0.000794253 0.000655839 0.00127981 0.000700638 0.000649037 0.000561858 0.000915524 0.000999316 0.00123755 0.00116275 0.00111986 0.000885396 0.000957491
threshold=0.088565000000000019 -0.092094999999999996 0.077685000000000018 -1.0000000180025095e-35 -0.4233599999999999 -0.51745999999999992 0.094385000000000011 0.092730000000000021 0.091370000000000021 0.081505000000000008 -0.066264999999999991 0.084965000000000027 0.035895000000000003 0.09252500000000001 0.11167500000000001 -0.14808999999999997 0.11167500000000001 0.091475000000000015 -0.094679999999999986 -0.23029999999999998 0.088465000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.070894999999999986 0.086720000000000005 0.083815000000000014 -0.089949999999999988 0.084925000000000014 -0.49837999999999999 0.10705000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 8 9 10 -7 18 13 14 17 -16 -14 -8 20 -20 -12 -15 23 24 25 27 -27 -21 -25 -30
right_child=1 -3 -4 4 5 6 12 -9 -10 -11 11 -13 16 21 15 -17 -18 -19 19 22 -22 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=-0.0023620572991458343 -0.0010177007343415594 0.0031260294349954526 -0.0028424898373406986 0.0027011537114049354 -0.0028667465771689874 -0.0029123884034045855 0.0027892909670591544 -0.0031612731491710501 0.0029995089296624864 -0.0035912090488864346 0.00031345623241295242 -0.0024506161709351867 -0.0029144928792576453 -0.0027821423899978583 -0.0012344215242450027 0.0019913884497833162 0.00055633077714341945 -0.00065214481360216243 0.0030470182625975365 -0.0033284937182401354 -0.0035916551600389856 0.00018750187580259171 0.00085399675785780579 -0.00096541357605031111 0.0012995542074245299 -0.0035909661207171547 0.00057318137185580469 0.00072260444703634702 0.0021183236191894342 -0.0012176182441246733
leaf_weight=0.0017890698226857007 0.0010809771112221256 0.0017779246569515897 0.0013856146148114581 0.0010337975813285985 0.0011011740534568317 0.0011919385760677517 0.0056776790011756617 0.0017421722792909647 0.0011556307551927594 0.001034877208951456 0.0011130397312832932 0.0015539468982390661 0.0016054434505119444 0.0010630081383311571 0.0033496188228685489 0.0031122362821565117 0.0019967922100789792 0.0010199306168487965 0.0019011169840723484 0.0044031945039824001 0.0012661628716159612 0.0088363919685896519 0.0076789773420280474 0.0031453056533035095 0.0023061623652001475 0.0010487973563699793 0.0049203954391464633 0.0010994174475058571 0.0049096215129285307 0.001433062837421728
leaf_count=343 37 131 119 14 229 145 166 72 10 30 35 135 89 25 58 293 47 24 17 598 9 179 329 32 139 107 268 9 87 134
internal_value=0 0.00155925 -9.80079e-05 -4.55475e-05 1.3072e-05 -2.68173e-05 1.87929e-05 -0.000264345 -0.000138679 -0.000231654 -0.000140092 -5.02477e-05 0.000463807 0.000691005 0.00130966 0.000319232 -0.000990545 0.00226522 5.56435e-05 0.000187505 -0.00176476 -0.000131382 1.18291e-05 -0.00026613 -0.000857202 -0.00129077 -0.000158466 -0.00251909 0.000592193 0.0013646
internal_weight=0 0.0028589 0.0738746 0.072489 0.0706999 0.0696661 0.0685649 0.0419038 0.0401616 0.039006 0.0379711 0.0367792 0.0266611 0.0230589 0.0131595 0.00646186 0.00360224 0.00669761 0.0352253 0.0328461 0.0023792 0.0098994 0.0309449 0.023266 0.013778 0.0114718 0.00596919 0.00550261 0.00948799 0.00634268
internal_count=3910 168 3742 3623 3280 3266 3037 2156 2084 2074 2044 1899 881 745 541 351 136 190 1764 1720 44 204 1703 1374 1121 982 375 607 253 221
is_linear=0
shrinkage=0.00359063


Tree=967
num_leaves=31
num_cat=0
split_feature=160 2 484 41 4 15 15 128 457 159 2 0 0 150 123 49 15 40 13 48 51 51 13 148 1 0 2 0 14 151
split_gain=0.000531795 0.000609303 0.00089432 0.000912098 0.000819926 0.00112454 0.00098304 0.00120903 0.00079459 0.000833679 0.00078725 0.000753917 0.000812544 0.000973126 0.000720302 0.000658684 0.000667821 0.000652674 0.000611196 0.000774868 0.000971532 0.000869051 0.00100347 0.000952161 0.00122557 0.00164271 0.00102015 0.000924352 0.000786157 0.000584538
threshold=-0.51385999999999987 0.099015000000000006 -0.0043499999999999988 0.080335000000000018 0.27223000000000003 -0.11739999999999999 -0.106555 0.086435000000000012 -0.0015249999999999997 0.10276500000000001 0.097135000000000013 -0.017269999999999997 -0.230625 0.10883000000000001 1.0000000180025095e-35 -0.16230499999999995 0.091915000000000011 -1.0000000180025095e-35 0.17936000000000002 0.12649500000000002 0.13669500000000004 0.13474500000000003 -0.52445999999999982 -0.07990499999999999 0.10521500000000002 0.076335000000000014 0.10393500000000001 -0.15137999999999999 -0.46795499999999995 -0.090394999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 11 12 -10 15 18 -14 17 -17 19 21 -21 22 -3 -24 25 26 -25 -28 -26 -19
right_child=1 14 3 -5 -6 6 7 -9 9 -11 -12 -13 13 -15 -16 16 -18 29 -20 20 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-0.0026382326124639675 -0.0026898116612603519 -0.0021741820362190445 -0.0026551182835028862 -0.0026708205653371104 0.0032351924602287787 0.002382335875247337 -0.0023990195875932688 -0.0037361975395023834 0.0029701612853644706 -0.0031189054877872602 -0.0020161243209325425 0.0023096668132667549 0.00256250988825658 -0.0033651729638891205 0.0023174008183963063 -0.0025494540795604733 -0.002390757018023285 -0.0023701842528396073 -0.001514779538602255 -0.002980371408893262 0.00089418658437021557 -0.0024606231698628264 -0.0022131021230543482 0.0013545892749627848 -0.00013061013712050158 0.003122974498140794 0.00088134192981395457 -0.0033732041651529099 0.003511404600751378 0.00049045682114203925
leaf_weight=0.0010802061218994066 0.0020055707787218482 0.0012658869899340132 0.0022932224922553859 0.001905293052036682 0.0010473161954156476 0.0023435528532900199 0.0018132521850073849 0.0012416655426836223 0.0014180976505713148 0.0010636877376981593 0.0020287865249806183 0.0026049029128030294 0.0015678450887435238 0.0011043616446215756 0.0026315641134795334 0.0011322836105982495 0.0014538672253254772 0.0010454922279841119 0.0024369438650682076 0.0018674503591742378 0.0017489962884837951 0.0010703178504156688 0.0010069409341966215 0.0022919421177261014 0.0010035093986289212 0.0024798974403941187 0.0010832221433965091 0.0020831191005382691 0.0047056440181734169 0.021425041530435784
leaf_count=184 481 20 131 89 122 20 104 176 11 68 50 77 19 48 176 49 206 55 75 52 27 48 33 104 23 59 19 275 211 898
internal_value=0 2.18538e-06 -0.000248461 -0.000140823 -3.02214e-05 -0.000110622 3.43752e-05 -0.000110814 1.19848e-05 0.00013745 0.000239986 0.00038414 0.000212054 7.1e-05 0.000465829 0.000213529 6.65491e-05 0.000217912 0.000254383 0.000463602 -0.00110655 0.00079781 0.00101688 0.00129253 0.00155119 0.0006018 -0.000543661 -0.0019177 0.00287124 0.000357359
internal_weight=0 0.0731697 0.0474942 0.0454887 0.0435834 0.0425361 0.0402428 0.0378993 0.0366576 0.0348444 0.0337807 0.0317519 0.029147 0.0277289 0.0256754 0.0266245 0.0250567 0.0236028 0.0230439 0.0206069 0.00361645 0.0169905 0.0159202 0.0146543 0.0136473 0.00793818 0.00545828 0.00316634 0.00570915 0.0224705
internal_count=3910 3726 2604 2123 2034 1912 1781 1761 1585 1481 1413 1363 1286 1275 1122 1227 1208 1002 946 871 79 792 744 724 691 457 398 294 234 953
is_linear=0
shrinkage=0.0037357


Tree=968
num_leaves=31
num_cat=0
split_feature=31 1425 4 482 150 147 48 484 11 1 1 43 132 1 15 150 9 160 50 1186 14 151 52 475 1213 2 42 0 52 1
split_gain=0.00147682 0.00133723 0.00171198 0.00145129 0.00165402 0.00197271 0.00206954 0.00170663 0.00159142 0.00163765 0.00214299 0.00191436 0.00172416 0.00161116 0.00274378 0.00161822 0.00146423 0.00146409 0.00144308 0.00146822 0.00139528 0.00132895 0.00134633 0.00132176 0.00220994 0.00131205 0.00181531 0.0012252 0.00123926 0.00132182
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 0.082085000000000019 0.088505000000000014 0.082070000000000018 -0.0043499999999999988 0.088315000000000018 0.10471000000000001 0.092550000000000007 -0.078454999999999983 -1.0000000180025095e-35 0.092385000000000009 -0.038029999999999987 -0.20684999999999998 0.082325000000000023 0.031805000000000007 0.10119500000000002 0.091570000000000026 0.077685000000000018 0.056555000000000001 -0.090304999999999983 -0.083559999999999982 -1.0000000180025095e-35 0.099015000000000006 0.083725000000000008 -0.017269999999999997 -0.37613999999999997 0.13767000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2 9 10 12 17 -9 14 15 -14 18 -12 19 20 23 22 -8 -16 -25 -17 -27 28 -11 -30
right_child=1 -3 -4 -5 5 -7 21 8 -10 27 11 -13 13 -15 16 25 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0011266214338104571 -0.00077657917961826135 -0.0012693187630183473 0.00085832048343513349 -0.0012159052424348742 -0.00060309265488423544 0.0012602694997334751 -0.00046258215781876891 -0.0012684638164573874 -0.00086603490639073385 -0.00054194174326959539 -0.00057643387563975569 -0.0010412368849364131 0.00067816058823163281 0.0012493406813656465 0.0010426171912544856 -0.0012685951458730983 -0.0012684049891044384 0.0012519904117936056 -0.001268507253164661 -0.0012685017223758597 -0.001268506326285527 -0.00031197442849763485 0.00060987560403471532 -0.001268426253520611 0.00022387894241404429 -0.00126843065581837 0.0005985827936147598 0.0011417720755850756 0.00010665794153312386 0.00090175564576263929
leaf_weight=0.001752434761876919 0.0058698080714680847 0.0014203381591117994 0.0033873052269122175 0.0017088429842911914 0.0050712864808968297 0.0027130212327506334 0.0021706983593219277 0.0018268186572909509 0.003918465938240522 0.003680284422443946 0.001702617373766202 0.0071393365406997589 0.0012576710134908362 0.0015722237426984966 0.0029378312500654138 0.0051135785069378326 0.0012701465320787966 0.0012016812867727822 0.0011861686551881681 0.0011452780132472631 0.0010350700565417972 0.0044781662820128068 0.014205307690218664 0.001666821439517018 0.037734270001067216 0.001535880845822124 0.001842991009196826 0.0021248859090121633 0.018415470985132742 0.0041149997039440214
leaf_count=113 504 94 168 147 152 82 32 310 81 39 45 177 5 7 25 251 39 14 58 20 43 33 147 338 562 83 79 46 172 44
internal_value=0 -4.47783e-05 -3.25323e-05 -5.4298e-05 -3.98016e-05 0.000231261 0.000123578 -0.000111486 -7.33692e-05 -4.18371e-05 -0.000145759 -0.000688067 -5.51677e-05 -1.7148e-05 -5.22503e-05 -0.000664518 7.48303e-05 0.000180094 0.000112159 0.000148945 0.000186372 0.000300289 0.000467717 0.00022194 0.000160749 -0.000863359 -0.000250076 0.000215507 0.000140415 0.000251876
internal_weight=0 0.143447 0.142027 0.13864 0.136931 0.0286385 0.0259255 0.108292 0.102422 0.098504 0.0701684 0.0100436 0.0601247 0.0582979 0.0567257 0.00975012 0.0469756 0.0029043 0.0457054 0.0445193 0.043374 0.0208542 0.016376 0.0423389 0.0394011 0.00849245 0.00337887 0.0283356 0.0262108 0.0225305
internal_count=3910 3797 3703 3535 3388 446 364 2942 2438 2357 2056 236 1820 1510 1503 418 1085 59 1046 988 968 212 179 925 900 413 162 301 255 216
is_linear=0
shrinkage=0.00126831


Tree=969
num_leaves=31
num_cat=0
split_feature=31 147 48 52 14 474 2 123 41 4 43 151 0 0 13 1456 14 1213 12 0 0 4 4 3 43 159 1 15 4 4
split_gain=0.00190272 0.00143578 0.00249171 0.00201855 0.00183894 0.0016935 0.00173994 0.00178411 0.00169439 0.0018606 0.00254389 0.00196583 0.00187588 0.00212688 0.00168413 0.00151159 0.0018226 0.00148481 0.00159254 0.00151728 0.00191143 0.00187146 0.00215157 0.00190549 0.00175286 0.00144601 0.00170289 0.00182872 0.0020833 0.00176332
threshold=-1.0000000180025095e-35 0.088565000000000019 -0.098424999999999985 0.18936500000000003 0.077685000000000018 -1.0000000180025095e-35 0.092175000000000021 1.0000000180025095e-35 0.078535000000000008 0.15927500000000003 0.088185000000000013 0.056555000000000001 -0.11991499999999998 -0.10209999999999998 -0.5337599999999999 0.078920000000000018 -0.46025499999999991 0.041025000000000006 0.10371500000000002 -0.077944999999999987 -0.082074999999999995 -0.48072499999999996 -0.082054999999999975 -0.075679999999999983 -0.089949999999999988 1.0000000180025095e-35 0.092550000000000007 -0.088379999999999986 -0.076329999999999995 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 14 9 10 11 12 -7 -14 -8 16 -16 18 19 20 24 -21 -23 -24 -15 26 27 -26 29 -29
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 13 17 15 -17 -18 -19 -20 21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012162621553131047 -0.0012183353017706535 -0.00069934300254528706 0.0011322095135614892 -0.00065842382460271835 -0.0011071919590602743 0.00035091901694281195 -0.0011056629488057496 0.00084022435857845825 -0.00093749325096794853 0.00044613755847732969 -0.0012940233007448739 -0.0010076589320861572 -0.001294376014593112 -0.0012938357578969237 0.0011921932424199635 -0.0012938298233710812 0.00011870978700719846 -0.00129381353038117 -0.0012938052525270562 -0.0012939073890456461 -0.0012937881330480961 0.0012159371571405365 -0.00095483816772434684 0.00054376872566501628 0.0010652984783237002 -0.0012939190964213008 -0.0012939581792520431 -0.0001622742274130926 -0.0012938284394482433 0.0011857235171559494
leaf_weight=0.0020372364374541254 0.0019046739826089612 0.0017766342722183026 0.0041395816372578045 0.0090822023750982694 0.002593662828509479 0.015129222474911323 0.0018680841062632672 0.0060976643029704283 0.0040303455999719509 0.0098473603822952782 0.0031413785221610082 0.003710207772510187 0.0027032340980355151 0.0017054101954418989 0.0028100266388832998 0.0011916960829454473 0.045625332537688634 0.0016671437893198684 0.0016179340314488302 0.0010210204853002844 0.0023607860265038019 0.0045735703033784611 0.0021034986902463979 0.0043699946276163585 0.0040127124727788949 0.0011662609522389298 0.0011615961080053703 0.0045780701124258283 0.0016603716456562523 0.002516961732097478
leaf_count=113 121 33 128 443 98 68 13 169 53 92 123 59 16 88 32 66 844 219 67 33 198 45 147 43 85 71 17 271 132 23
internal_value=0 -4.24292e-05 0.000582196 -6.80473e-05 -2.83788e-05 -7.27311e-06 1.03796e-05 0.000178535 -0.000122146 -7.45528e-05 -0.000161166 -9.76825e-05 -3.3187e-05 -0.000189325 0.000100183 0.000145574 0.000180989 -0.000102777 -4.23287e-05 2.25061e-05 -0.000203785 0.00038182 0.000536698 5.6811e-05 -5.06272e-05 8.98196e-05 0.000205673 0.000342104 1.06542e-05 0.000315928
internal_weight=0 0.150167 0.00591622 0.14425 0.135168 0.132575 0.13067 0.0575928 0.0730771 0.0690467 0.0591994 0.056058 0.0523478 0.0372186 0.0514951 0.0496271 0.0484354 0.0345153 0.0328482 0.0312303 0.0191622 0.0120681 0.0110471 0.00647349 0.0168014 0.015096 0.0139297 0.0127681 0.0087554 0.00709503
internal_count=3910 3797 161 3636 3193 3095 2974 1124 1850 1797 1705 1582 1523 1455 955 942 876 1439 1220 1153 885 268 235 190 687 599 528 511 426 294
is_linear=0
shrinkage=0.00129368


Tree=970
num_leaves=31
num_cat=0
split_feature=4 11 474 151 3 128 3 43 1132 1447 15 0 42 403 12 133 160 15 42 156 4 50 47 16 43 1 13 15 2 47
split_gain=0.00172973 0.0023548 0.00216406 0.00210296 0.00184993 0.00219377 0.00201261 0.00222867 0.00330599 0.0022559 0.00202692 0.00184348 0.00194236 0.00292113 0.00208633 0.00213387 0.00207785 0.00166265 0.00162342 0.00192613 0.00184368 0.00160919 0.00201024 0.00160723 0.00159695 0.00158251 0.00222889 0.00201582 0.00176275 0.00158282
threshold=0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -0.27336999999999995 -0.10628499999999998 0.086435000000000012 -0.078884999999999997 -0.074254999999999988 -0.10116499999999999 -1.0000000180025095e-35 0.15514500000000001 -0.12329499999999999 -0.089024999999999979 0.03138500000000001 0.085775000000000004 0.083815000000000014 -1.0000000180025095e-35 0.079360000000000014 0.091590000000000019 0.096585000000000018 -0.51381999999999983 0.11901000000000002 0.096475000000000019 -0.53943499999999989 0.11352500000000001 0.085990000000000011 -0.094679999999999986 -0.16430499999999995 0.080080000000000012 0.096770000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 17 6 10 8 -8 -10 11 -6 13 -13 15 -14 -17 -1 19 20 -9 22 -5 -24 25 28 27 -27 -22 -28
right_child=2 -3 3 21 5 -7 7 18 9 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21 24 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.00049408221699980242 -0.0012698150383887421 -0.0009956610089286058 -0.0011462011678903946 0.0010634952723945028 0.0011576050281236563 -0.0012684105623988139 -0.0012690348456097021 -0.0012357467959157287 -0.0011986101693828059 0.00064318314344065635 0.0010162004095094781 -0.0012684431031489377 -0.0012684497027633875 0.00096864218174248751 -0.0010207488455021287 -0.0012685160781800077 0.0007311238525780537 -0.00037359013764279617 -0.0008011077635208775 -0.0011063782035841065 0.00075501350794118566 -0.000325188473050513 0.00081914591681323901 -0.00063649216894308598 0.00065330097106511221 -0.00059023798159878725 6.3904151511498297e-05 0.0012686823269901523 -0.00067173284691745422 -0.00082602206586099161
leaf_weight=0.015780087320251823 0.0012892150441530239 0.004405101584731951 0.0012676949158958442 0.0093915688414210052 0.0010584044020447393 0.0025983560118840723 0.0018014996967394828 0.00187915990010623 0.0011395683581820739 0.017465436424654257 0.001545291651950719 0.0014049760556513703 0.0019735726070961917 0.0028306632217720562 0.012887968431005703 0.0010698548066019331 0.003822793223682508 0.0045847062516699557 0.005036861630339339 0.002654724385521944 0.0016374839631225777 0.0028399762868502867 0.0023416686060500069 0.0025477301840908248 0.0061023506216111292 0.0012137273770349566 0.028061915355308997 0.0041365035667695329 0.0093297335247193303 0.0036309364448925399
leaf_count=136 4 160 20 359 13 226 5 21 43 331 12 126 181 26 875 175 76 114 352 74 7 16 17 25 96 9 159 68 152 32
internal_value=0 -8.32662e-05 0.000318674 0.000430042 -5.31929e-05 -0.000116461 -8.94183e-05 6.76077e-06 0.000371519 0.000530372 -0.000393541 -0.000480512 -0.000552784 0.000226593 -0.000719895 -0.00015519 0.000293871 0.000298744 -0.000110121 -5.07759e-05 -7.26891e-07 0.000546753 0.000720151 6.06533e-05 4.21614e-05 -3.55175e-05 8.97755e-05 0.000846977 -0.000458709 -3.80515e-05
internal_weight=0 0.138052 0.0196779 0.0183886 0.133647 0.113282 0.110683 0.0840899 0.0204065 0.018605 0.0265935 0.0250482 0.0239898 0.00423564 0.0197542 0.00686622 0.00489265 0.0203648 0.0636834 0.0586465 0.0559918 0.0171209 0.014281 0.0048894 0.0541127 0.0480103 0.0370431 0.00535023 0.0109672 0.0316929
internal_count=3910 3469 441 437 3309 3059 2833 1349 379 374 1484 1472 1459 152 1307 432 251 250 970 618 544 417 401 42 523 427 268 77 159 191
is_linear=0
shrinkage=0.00126831


Tree=971
num_leaves=31
num_cat=0
split_feature=1429 4 11 48 50 403 47 3 4 481 38 124 39 42 0 0 158 156 0 0 16 1 52 42 3 48 13 3 15 133
split_gain=0.000543704 0.000614314 0.00103524 0.000655802 0.000902165 0.000617297 0.000546233 0.000532562 0.000703451 0.000687388 0.000638339 0.00117324 0.00065188 0.0016399 0.000600765 0.00106445 0.000907855 0.000892787 0.000890939 0.00121328 0.000843998 0.00112459 0.00106578 0.000955771 0.000818042 0.000642143 0.000815966 0.000738939 0.00143372 0.00079301
threshold=-1.0000000180025095e-35 0.27608500000000008 0.08184000000000001 0.11930500000000001 0.11901000000000002 -0.092224999999999988 0.096475000000000019 -0.14539499999999997 -0.48072499999999996 -0.0079799999999999992 0.10208000000000002 -0.048219999999999992 0.16168500000000002 -0.11145999999999999 -0.10071499999999999 -0.089879999999999974 0.086205000000000018 0.090385000000000007 -0.10209999999999998 -0.10575999999999998 -0.014099999999999998 0.085990000000000011 -0.092854999999999979 0.083725000000000008 -0.11266 0.086870000000000017 -0.073799999999999991 -0.078884999999999997 0.083935000000000023 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 -3 8 -7 -9 11 -11 13 -13 18 -16 17 24 19 20 21 23 -22 -15 -17 27 -27 28 -26 -30
right_child=1 3 -4 -5 -6 7 -8 9 -10 10 -12 12 -14 14 15 16 -18 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0024042634192718349 -0.0026286361942340834 0.003016632192897301 -0.0029755288928299066 -0.001330939244615581 -0.0015831769632705865 -0.00087880872668418301 0.00017389247209139002 -0.0031632033539166315 0.0023872006038931997 0.0023043507537117316 -0.0028977363078157093 -0.0038110318918503517 0.0028633263832011126 -0.0024204003119766373 -0.0028606174148790545 0.0025147152104134903 -0.0037369230850703835 -0.0030840621886766167 0.0027466695650878365 -0.0032452327633446685 -0.00097028541692194335 0.0006551792947831163 0.0031711787001651223 0.0017433125331459995 -0.0038108264903288476 0.0025468972547283059 -0.00086307014126118435 0.00039138830841896474 -0.0013333532070462972 0.0017170975222672764
leaf_weight=0.001382446459391006 0.0013003795532232623 0.0036811178173337114 0.0017806808585492098 0.0013781802364292162 0.0010780240418171161 0.0014273279648762127 0.0013381609942371142 0.0010260250880220192 0.0029089397406991671 0.0031357209735531901 0.0010952309553626796 0.0017218198778430329 0.0010605353331811776 0.0037767147293123983 0.0023783443903318989 0.0019414910595933884 0.0010018136518026291 0.001310249429714804 0.0021456931467156324 0.0014099104346207971 0.001294279767904527 0.011640842165711263 0.0029782666226196878 0.0010157314166243658 0.0022854728501798685 0.0026246236997788941 0.0016653309074463598 0.0076283481008659259 0.0033311981933423773 0.0019685663295678779
leaf_count=181 446 357 121 39 15 17 24 301 95 164 35 146 21 62 225 22 103 109 18 26 22 119 47 40 278 84 49 352 355 37
internal_value=0 7.77631e-06 -0.000109729 0.00104292 0.00157948 -3.00845e-05 0.00225875 2.37465e-05 0.00131216 -7.18604e-05 -1.66125e-05 3.94205e-05 -9.41314e-05 -0.000154311 -2.93785e-05 -0.000430213 -0.000186903 -3.06119e-05 0.000402418 0.000174976 0.000407866 1.56034e-05 0.00191661 -0.00153793 0.000155948 -7.88569e-05 0.00122317 -0.000446005 -0.00128816 -0.000200281
internal_weight=0 0.073329 0.0658535 0.00747548 0.0060973 0.0640729 0.00501928 0.0627725 0.00433627 0.0584362 0.0574102 0.056315 0.0531792 0.0521187 0.0503969 0.0261354 0.0237571 0.0227553 0.0242614 0.0221157 0.0207058 0.0164333 0.00427255 0.00479245 0.021445 0.0195035 0.00428995 0.0152136 0.00758524 0.00529976
internal_count=3910 3729 3294 435 396 3173 381 2727 112 2615 2314 2279 2115 2094 1948 1614 1389 1286 334 316 290 221 69 102 1177 1155 133 1022 670 392
is_linear=0
shrinkage=0.00381041


Tree=972
num_leaves=31
num_cat=0
split_feature=39 48 480 3 3 48 51 3 1213 13 15 43 0 15 403 13 150 48 0 2 457 16 13 13 2 3 16 1 41 0
split_gain=0.000509835 0.00074908 0.000662349 0.000575565 0.000565464 0.000723896 0.000965745 0.000683615 0.000956341 0.00085909 0.00080017 0.000791339 0.000824588 0.000879511 0.000822772 0.00173008 0.000949952 0.000775211 0.000706941 0.000960057 0.00106283 0.000656802 0.000975265 0.000883403 0.00136522 0.000656117 0.000617366 0.000615312 0.000579612 0.000711801
threshold=0.005105000000000001 0.11280000000000003 0.08456000000000001 0.11265500000000002 0.30601500000000009 0.11930500000000001 0.11975000000000001 -0.10628499999999998 -1.0000000180025095e-35 0.16421000000000002 0.079360000000000014 -0.17307499999999998 -0.10071499999999999 -0.042544999999999993 0.086810000000000012 -0.060719999999999989 0.09202500000000001 0.092755000000000018 -0.10209999999999998 0.090695000000000012 0.082870000000000013 0.51388000000000011 -0.083514999999999992 -0.084184999999999996 0.097940000000000013 0.11818000000000002 -0.23935499999999996 0.10444500000000001 0.078705000000000011 0.12007500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 7 -7 10 -9 11 26 -10 13 18 15 16 17 21 19 20 -13 22 23 24 -14 -21 -1 -17 29 -28
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12 12 14 -15 -16 27 -18 -19 -20 25 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0027942822396550874 0.00088413319087329249 0.0038646470077183604 -0.0029169142622963548 -0.0021545024371131686 0.0023517192995726115 -0.0039647011188875016 -0.00013778101487470202 -0.0039644922189233118 0.0029312116607914801 -0.0034181195576023335 -0.0012182207368520485 -0.0029825184190830551 -0.0039646859792804943 0.0015597072429307682 0.00092674647284713828 -0.0039645943094871652 -0.0039559190714436015 0.0028765964578257065 0.0023527883005517933 0.0013424287197073852 0.0002933400127010356 0.002403804373337491 -0.003126976748775771 0.0025106705943921293 0.0011565828233855574 -0.0012512691427563388 0.0023723274553479434 -0.00047348980742265825 -0.0020980447081108303 -0.00034034403550035387
leaf_weight=0.0029620972861934556 0.0063097931653541828 0.0011382978428251533 0.001339860273495779 0.001159735217285629 0.0014444251987915093 0.0017774033990844975 0.0024856846048564307 0.0010759227625703463 0.0013251912492933107 0.001250373395258019 0.0025354894093452271 0.0036646509140068062 0.0014362717329604591 0.0065405649097098817 0.0035529350251763949 0.0036430873675861808 0.0010110341684175248 0.0013434180516018754 0.0015511275241055786 0.0048795454155623474 0.0027057904854572712 0.0011503162804631373 0.0020521856656502396 0.0016330773419799289 0.0019006254910367559 0.0022348246955630202 0.0032592205338612948 0.0010143592825073711 0.0010373467061910446 0.0028492071796852869
leaf_count=80 376 59 260 24 136 64 27 519 25 36 133 65 225 117 88 604 107 61 17 98 20 21 381 39 36 22 91 49 28 102
internal_value=0 0.00086888 -0.000159091 0.000412348 -9.9795e-05 -0.000157967 -0.00173333 -3.93292e-05 -0.000272951 -0.000180345 0.000773052 -8.31177e-05 -0.000182204 0.000346152 -0.00079062 -0.00119246 -0.000302378 8.57989e-05 -0.000181739 -0.00047328 -0.00159113 -0.000372961 -0.00082783 0.000121527 -0.00104772 0.000527675 0.00127255 -0.00320426 0.000641754 0.00110703
internal_weight=0 0.00860783 0.063656 0.00746953 0.0623162 0.0608718 0.00426309 0.0566087 0.0439653 0.0428894 0.0126434 0.041639 0.0403138 0.0215765 0.0187373 0.0151844 0.0105269 0.00951589 0.0150359 0.0134848 0.00637044 0.00817248 0.00702216 0.00496997 0.0033369 0.00711437 0.0101079 0.00465745 0.00714577 0.00610843
internal_count=3910 459 3451 400 3191 3055 91 2964 2530 2011 434 1975 1950 339 1611 1523 870 763 222 205 85 702 681 300 261 120 301 653 221 193
is_linear=0
shrinkage=0.00396435


Tree=973
num_leaves=31
num_cat=0
split_feature=1365 4 128 41 1 15 14 124 43 4 3 13 159 2 2 49 3 3 15 49 12 43 0 2 2 12 2 0 12 1
split_gain=0.000482889 0.000570349 0.000891688 0.000896921 0.000619668 0.000558796 0.000668038 0.000752867 0.000651838 0.00156187 0.000748535 0.000719867 0.000882184 0.000660516 0.00056507 0.000656644 0.000637273 0.000543173 0.000515826 0.000728979 0.000778715 0.00183494 0.00107247 0.000868434 0.000900759 0.000870799 0.000954884 0.00049348 0.00109818 0.00106732
threshold=1.0000000180025095e-35 0.25367000000000006 0.086435000000000012 0.078535000000000008 0.122185 -0.14676499999999995 0.077685000000000018 -0.048219999999999992 -0.50992999999999988 -0.51381999999999983 -0.15121499999999996 -0.26418499999999995 0.09141500000000001 0.097940000000000013 0.11230000000000001 0.14121000000000003 0.11476000000000001 0.11265500000000002 0.15086500000000003 -0.085974999999999982 0.090480000000000019 -0.074254999999999988 -0.070894999999999986 0.089710000000000012 0.096750000000000017 0.089745000000000005 0.088055000000000008 -0.083424999999999985 1.0000000180025095e-35 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 -7 -9 -10 -11 13 14 -12 16 17 18 -16 19 -13 23 22 -22 25 -25 26 27 29 -29 -21
right_child=-2 4 -4 -5 -6 6 -8 8 9 10 11 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0021632861136568937 -0.0024315263397615364 0.00035928261979519828 -0.0032856932797304221 -0.0030535361641122463 0.0026860716579425316 0.0022182695937580138 -0.0027517963354472207 0.0026653900559846628 -0.0039264306595595761 0.0023911488941225291 -0.00088413649574831631 -0.0023427016302499286 -0.0028862312476589805 0.002695011135664018 -0.00070456445738270492 0.0012389690682562077 0.0032253566133436679 -0.0039651635822602737 0.0021569790455153153 0.00090963908764434833 -0.002228107181910426 -0.003684489384487173 0.0023313847221061003 0.0027907535718080453 -0.00052243981202630273 0.0032511322030134163 -0.0033221632688555016 0.0011011695343564176 -0.0037569488711530485 -0.0025477861741448117
leaf_weight=0.0017948139197617721 0.0012980638967214899 0.0089023175747762195 0.0013908012466946054 0.0015423712791124968 0.0022543454298016305 0.0026399177579934366 0.0012722159375326827 0.0014474051829829184 0.001567592319680503 0.0021326260460927593 0.0011577985424082718 0.0020938254241684709 0.0017977516649496641 0.0027002284554242806 0.0016396363472789824 0.0011070625095541686 0.0010130766724216747 0.0015735146628230723 0.001703040931886334 0.0096151846726368201 0.0012643588209081402 0.0026209184451855263 0.0022599539390819601 0.0040101183360179418 0.0019009309056592372 0.0011746724359792396 0.0014763029607103286 0.0014082729688738331 0.0015211700712298715 0.0016430284782131812
leaf_count=156 74 275 245 121 233 152 61 21 52 111 15 82 218 69 154 31 16 21 26 546 185 453 56 125 55 41 92 22 185 17
internal_value=0 9.186e-06 -0.000150054 -7.22861e-05 0.00082944 1.20297e-05 8.60578e-05 0.000156205 4.47192e-05 -3.53375e-05 9.78034e-05 -1.41644e-05 -0.00017257 0.0016209 -4.42729e-05 -0.00139411 0.000128746 -0.00230131 3.27863e-05 -8.39525e-05 7.97243e-05 -0.00117246 0.000695652 0.00041797 0.00172527 -4.09447e-05 -0.000287824 2.79152e-05 -0.0014215 0.000405061
internal_weight=0 0.0686253 0.0574686 0.0560778 0.0111567 0.0545354 0.0527406 0.0514684 0.0488285 0.0473811 0.0458135 0.0436808 0.0398228 0.00385803 0.0380251 0.00432021 0.0337049 0.00321315 0.0326918 0.0309887 0.0288949 0.00614523 0.00352431 0.0227497 0.00591105 0.0168386 0.015664 0.0141877 0.00292944 0.0112582
internal_count=3910 3836 3328 3083 508 2962 2806 2745 2593 2572 2520 2409 2325 84 2107 206 1901 175 1885 1859 1777 694 241 1083 180 903 862 770 207 563
is_linear=0
shrinkage=0.00396435


Tree=974
num_leaves=31
num_cat=0
split_feature=31 2 1446 123 151 16 159 160 1 50 50 401 48 2 159 483 41 3 403 49 159 2 4 16 4 12 129 3 43 394
split_gain=0.00158428 0.00153302 0.00137347 0.001504 0.00131116 0.00134948 0.00132735 0.0012598 0.00121833 0.00118511 0.0016708 0.00155346 0.00105352 0.00138966 0.0013119 0.00127474 0.00117099 0.00157116 0.00135772 0.00100978 0.0015011 0.00135814 0.00100282 0.00150869 0.00121099 0.00150831 0.00121534 0.00118308 0.00110193 0.00126094
threshold=-1.0000000180025095e-35 0.099015000000000006 0.091660000000000005 1.0000000180025095e-35 -0.40391999999999995 -0.54165499999999989 0.083280000000000007 0.31473500000000004 0.084795000000000023 0.10119500000000002 0.10030500000000002 0.083100000000000021 0.11379500000000002 -0.13811499999999996 0.09141500000000001 0.083960000000000021 0.078610000000000013 -0.12008499999999998 -1.0000000180025095e-35 0.090775000000000008 0.11600500000000001 0.11260500000000001 0.15045000000000003 -0.19424999999999998 -0.076329999999999995 0.084235000000000018 0.092795000000000016 -0.077894999999999978 -0.16369999999999998 -0.082514999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 -6 7 -7 -5 10 11 12 13 -2 15 16 17 -15 -19 20 -8 -22 23 -20 25 -25 28 -24 -27 -30
right_child=1 2 -4 8 5 6 19 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 22 -21 21 -23 27 24 -26 26 -28 -29 29 -31
leaf_value=0.001134164478954047 0.00055856947634407299 -0.0011867265041045354 -0.0013143938196563964 -0.00041815842292259106 0.0011664732513607394 -0.00028088379942681316 0.0012055902058436016 0.0011474068248718717 0.0011025973760143469 -0.0012041624307532798 0.0012624265282057164 -0.0012905386646727152 -0.001181754015451476 0.0005892115182134876 -0.0010737996100472144 -0.0013197491967645667 -0.0013157776553378939 -0.00116183041054674 -0.0013203809434969333 -0.00057367065254185798 -0.0012077248646463863 0.000845699965867841 -0.00024291848656020663 0.00065856562480191459 -0.000386290447054202 0.0003896631317034106 0.00098558874416467663 0.00079047372872238059 0.00038605511831263817 -0.0012007082098675406
leaf_weight=0.0014341806729971643 0.0031716402636021703 0.0018747072491009922 0.0014924966965548228 0.0012631789504666804 0.001509089027109666 0.028948585512312386 0.0034323823834512259 0.0011167647126661953 0.00334971592958766 0.0028481065085224069 0.0011199530511021285 0.0030093528533410288 0.0024141585411996394 0.0038417735854707679 0.0039437058999149946 0.002031791944109961 0.0017733230034018268 0.0029016773860575098 0.0024309780918088031 0.0014594882618910177 0.0011232300397097106 0.0011201418978714628 0.0044959255210130777 0.0049846865685001379 0.033208540424785965 0.0018019917854132927 0.0011401339158414459 0.0033786786288985127 0.0011464495587496515 0.0036428043211440553
leaf_count=113 88 27 55 15 47 628 86 27 157 334 4 245 36 52 201 172 62 574 11 52 14 34 28 61 586 16 25 29 17 114
internal_value=0 -0.000260351 -6.89503e-05 -2.78235e-05 -0.000108976 -5.67807e-05 -0.000106403 -0.000227831 0.000686159 -0.00036765 -0.000338031 -0.00036063 -0.000323957 -0.000295932 -0.000334253 -0.000290579 -0.000258283 -0.000228504 -0.000281631 0.000405247 0.00065697 -0.000182426 -0.000236209 -0.000307321 -0.000253696 9.25808e-05 -0.000272329 0.000200469 -0.00048992 -0.000820869
internal_weight=0 0.129975 0.0466898 0.0451973 0.0405844 0.0387097 0.0372006 0.0300654 0.00461289 0.0832857 0.0804376 0.0793176 0.0763083 0.0738941 0.0707225 0.0667788 0.064747 0.0629736 0.0591319 0.00713524 0.00567575 0.00224337 0.0562302 0.0483556 0.0459246 0.0127161 0.00773138 0.0078746 0.00659125 0.00478925
internal_count=3910 3797 1142 1087 915 888 841 655 172 2655 2321 2317 2072 2036 1948 1747 1575 1513 1461 186 134 48 887 830 819 233 172 57 147 131
is_linear=0
shrinkage=0.00131955


Tree=975
num_leaves=31
num_cat=0
split_feature=474 4 52 52 52 133 52 13 403 47 42 15 151 2 1 132 133 133 130 1 123 50 52 4 4 42 16 0 51 43
split_gain=0.000480395 0.000699792 0.000694779 0.000616921 0.000597499 0.00089055 0.000768445 0.000765654 0.000765951 0.000844644 0.00093883 0.000755615 0.000597369 0.000595358 0.000713326 0.000562779 0.000942465 0.000916124 0.000821711 0.000810637 0.000710117 0.00073736 0.000870657 0.000577419 0.00111632 0.000661229 0.000580144 0.000682986 0.000562612 0.00072496
threshold=-1.0000000180025095e-35 0.50657000000000008 0.18936500000000003 0.40565000000000007 0.14114500000000005 -0.26719999999999994 0.11588000000000002 -0.094679999999999986 0.10150000000000002 0.13206500000000002 0.10056500000000002 0.088345000000000021 -0.083274999999999988 0.092745000000000008 0.08844500000000001 0.080815000000000012 -0.090054999999999982 -0.087584999999999982 -0.0015749999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.082725000000000007 -0.092854999999999979 -0.23071499999999998 -0.078094999999999984 0.084100000000000022 0.0015250000000000001 -0.099864999999999995 -0.26960999999999996 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 12 9 10 15 -12 -7 14 -14 16 -9 -18 -19 -17 21 22 28 -24 25 -25 27 -26 -20 -30
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 19 17 18 20 -21 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.0024976150230185483 -0.0030696122194737042 0.0024917108584861258 -0.0034027105897157469 -0.00040069976687601182 0.0018685346215355275 -0.0012881010276296883 -0.0022553437449618729 -0.0035538419913989346 -0.0032717642379939431 -0.0023967455621516122 0.0030983355694098481 -0.00063339679019082471 -0.00090260333658216457 0.0021481335213354665 0.0017748951579193732 -0.00036178387105399517 0.0032542618182794139 -0.0030520974139279602 0.00075760445058516048 0.0031337898956044271 0.0020566514558607407 -0.0029906758331637736 -0.001626009244817581 0.0031746060364372846 6.4351972334937048e-05 -0.00024149873561274621 0.0020577016280430896 -0.0020197991231622565 -0.00018229575804025217 -0.0036627577634375931
leaf_weight=0.00105409008698265 0.0012721988425495869 0.0014718956436225996 0.0015029531484279093 0.0023601333278662207 0.0022889730313129233 0.0014244106228034079 0.0019127202635837439 0.0011113595411925128 0.0010069160726944295 0.0019504730112274151 0.0023088456126217341 0.0010628625834465666 0.0027622395583231096 0.0050132533956364078 0.0025824693689251443 0.00188157278541523 0.0010422099649133312 0.0013311855752241577 0.001024223833216098 0.0016884038315261307 0.0018988745522046093 0.0012640256623390736 0.0022350765469702901 0.0025881133631431149 0.013815353071258567 0.0010760194193518147 0.0015992589894153744 0.0024890838944737091 0.0012959341175451389 0.0021094070075666762
leaf_count=145 207 212 142 282 49 40 80 104 173 37 100 157 94 135 44 144 23 185 45 77 134 183 26 115 158 140 66 326 112 175
internal_value=0 -5.87484e-06 -6.16604e-05 -0.00156865 3.2183e-05 -3.81702e-05 2.77835e-05 0.000104991 -0.000113586 -4.09369e-05 6.89326e-05 0.00192198 0.000935699 0.00124151 0.000391117 -9.35623e-05 -0.000235316 -0.000126101 -0.000233752 0.00129143 -0.000114252 -0.000254007 -0.00013148 0.00014597 0.000329601 0.00217142 -4.73425e-05 -0.000253821 -0.0016224 -0.00233824
internal_weight=0 0.0673704 0.0658986 0.00386309 0.0620355 0.0597465 0.0584743 0.0565616 0.0447792 0.0437723 0.0418218 0.00337171 0.0117824 0.010358 0.00534471 0.0384501 0.0348801 0.0337688 0.0327266 0.00356998 0.0313954 0.0294965 0.0282325 0.0238029 0.0215678 0.00366413 0.0179037 0.0163044 0.00442956 0.00340534
internal_count=3910 3765 3553 424 3129 3080 2873 2793 2480 2307 2270 257 313 273 138 2013 1792 1688 1665 221 1480 1346 1163 831 805 255 550 484 332 287
is_linear=0
shrinkage=0.00366245


Tree=976
num_leaves=31
num_cat=0
split_feature=31 1456 151 123 39 42 52 42 123 1456 133 52 0 3 47 16 13 16 50 1 0 50 0 1 483 13 457 4 2 47
split_gain=0.00205972 0.00166232 0.0019063 0.00149209 0.0016588 0.00197405 0.00186234 0.00209954 0.00174549 0.0022169 0.0022154 0.00266344 0.00219627 0.00219697 0.00217051 0.00192309 0.00233149 0.00219435 0.00176511 0.00189467 0.00195411 0.00185597 0.00185375 0.00165822 0.0016157 0.00159296 0.00189205 0.00157302 0.00184555 0.0035116
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.035524999999999994 -0.041524999999999992 0.18016500000000005 -1.0000000180025095e-35 -0.24456499999999998 -0.082904999999999993 1.0000000180025095e-35 0.075285000000000005 0.093845000000000026 -0.42985499999999993 -0.074249999999999997 -0.069414999999999991 0.10933000000000002 0.3935300000000001 -0.14819499999999997 0.054425000000000008 0.10119500000000002 0.11287500000000002 -0.19631499999999999 0.10030500000000002 -0.26606499999999994 0.12263000000000002 0.083960000000000021 -0.45122499999999993 0.091610000000000011 0.41315500000000005 0.083185000000000023 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 9 10 11 -7 14 -14 18 16 -15 -18 19 21 -21 22 -13 -16 27 -12 -27 28 29 -24
right_child=1 3 -4 4 -6 8 7 -9 -10 -11 25 12 13 15 23 -17 17 -19 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012892624109437534 0.00030644392141095821 0.00099601448044111564 -0.0014006089232255483 -0.0014007268755372088 0.0014009983434966973 -0.0011890884467416209 -2.3687268946502888e-05 -0.0010776378365302142 0.00067493169748931102 -0.0011346522721187853 0.00045509625995491414 0.0014008556232048928 0.00074295103404667991 0.0011921697324420685 -0.0012859823053803687 -0.001401049617730707 0.00043239797540204066 -0.001362192855517571 -0.0011108361334076983 -0.00029114035524207361 0.0013516681247769747 0.0013567424525481697 -0.00083395740162990433 0.00025229602516370738 -0.001202463549010636 -0.0011463627583890841 0.00083572891848156998 -0.0011126260694797512 0.00016129980702997467 0.00098666926062621735
leaf_weight=0.0022584958562159576 0.0019718275278712838 0.0027280202608039863 0.003670859729062447 0.0033581917487666138 0.0015328859784062834 0.0032701898289140266 0.015523193682099643 0.0048687165469356595 0.0071916662100086617 0.0034914943084007879 0.0021687169981134966 0.0017291350039272254 0.017123630666736389 0.0030010791497687714 0.004401276734114389 0.0017780792170221113 0.0030832945416943138 0.0023577286874569836 0.0025039926472452114 0.0021173352650976085 0.0043097911021021664 0.0019549071878373061 0.0098435312321854124 0.0019978852449185069 0.0023720037594561197 0.0073269149273333944 0.0010840934664884117 0.00248959773352908 0.043443837371611949 0.0026330679110060382
leaf_count=113 41 29 328 75 27 202 488 436 207 263 16 23 141 37 45 10 44 52 108 21 85 4 202 17 56 308 12 15 494 11
internal_value=0 -5.71171e-05 -0.000804082 -3.0722e-05 -4.85675e-05 -6.2864e-05 -0.000434454 -0.000275326 4.1602e-06 -3.45922e-05 -2.84704e-06 5.58087e-05 9.38061e-05 0.000436302 -2.3557e-05 -7.74793e-05 0.000201292 -0.000345242 4.46357e-05 8.54477e-05 0.000810466 1.3165e-05 -2.88526e-05 -0.000805716 -6.95251e-05 -0.00061498 -0.000890891 -2.3517e-05 2.49705e-05 -0.000449731
internal_weight=0 0.165327 0.00564269 0.159684 0.156956 0.155423 0.0237501 0.0203919 0.131673 0.124482 0.12099 0.11041 0.10714 0.0273438 0.0797964 0.0102202 0.0084421 0.00544102 0.0733972 0.0708932 0.00642713 0.0644661 0.0625112 0.00639916 0.060782 0.0105797 0.00841101 0.05841 0.0559204 0.0124766
internal_count=3910 3797 369 3428 3399 3372 999 924 2373 2166 1903 1567 1365 284 1081 143 133 96 1019 911 106 805 801 62 778 336 320 722 707 213
is_linear=0
shrinkage=0.00140032


Tree=977
num_leaves=31
num_cat=0
split_feature=1 484 3 1447 15 47 1 0 1 150 2 15 3 48 12 48 47 2 16 15 12 2 4 15 47 0 42 1 0 2
split_gain=0.000486037 0.000802889 0.00063068 0.000600878 0.000627374 0.00101374 0.000973902 0.000697113 0.0006901 0.000603245 0.000581063 0.000741162 0.00103185 0.000901576 0.000865491 0.00127556 0.000700643 0.00126282 0.000663986 0.000603908 0.000883241 0.00065845 0.00057606 0.000999111 0.000534739 0.00050615 0.000500533 0.000495452 0.000887687 0.000492494
threshold=0.094385000000000011 -0.0043499999999999988 -0.11266 -1.0000000180025095e-35 0.035895000000000003 0.09252500000000001 0.11167500000000001 -0.082074999999999995 0.11026000000000001 -1.0000000180025095e-35 0.11635500000000001 0.088190000000000004 0.084925000000000014 0.086285000000000014 0.086935000000000012 0.088875000000000023 0.09550500000000002 1.0000000180025095e-35 0.20277000000000003 -1.0000000180025095e-35 0.083715000000000026 0.085155000000000022 -0.026614999999999996 0.090505000000000016 0.10783500000000001 -0.068484999999999976 0.083875000000000019 0.11327500000000001 -0.18087499999999998 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 29 27 -6 -7 11 12 14 18 16 -16 17 -4 -14 20 -19 -21 23 -13 -11 -10 -22 -8 -29 -5
right_child=3 2 10 4 8 9 7 -9 25 24 -12 22 13 -15 15 -17 -18 19 -20 21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0032275502774671773 -0.0022271186715469358 0.00084455120966622419 -0.0037260900064731602 0.0011618709921282992 -0.0028132519606458364 -0.0030293906250571201 -0.0020132570641471343 0.0027373971155503908 0.0020651517293185299 -0.0017505410343670361 -0.0033269196973855367 0.0018903100548433944 0.002539198224622269 -0.00093565273949967756 -0.0039647320639670915 0.00035575160770673396 0.002398337115833381 -0.0037345165398749406 -0.00040920210692613977 -0.00074368971238546091 0.0022528652584838161 0.0024102188377924322 0.0027897978029765304 -0.0025593496302170303 0.00069001534528928792 -0.0016173178822216649 -0.001410027229864848 -0.0022285304211804302 0.0024686227885874321 0.0035043162119008041
leaf_weight=0.0014388945343185846 0.0013320572059685168 0.0072357669939921978 0.0020525118306338195 0.0022186472589513784 0.0017360851060734808 0.0010541748928858405 0.0017757887097786789 0.0014974769220530443 0.0013550324744358022 0.0018067053625241414 0.0010676125817008488 0.0018890438995122771 0.0034236092905359783 0.00433146945158569 0.0034233287111349866 0.0015648580671019929 0.0010881135734894807 0.0015126664982982891 0.0018485698219024016 0.00211510362914674 0.0010124344576727395 0.0020472955078405519 0.0018556959512210361 0.0013669113756962226 0.0064410682128568375 0.0010344079111064275 0.0013930313843173447 0.0010191386732927299 0.0016659268726133547 0.0038731224224299865
leaf_count=484 61 197 62 95 122 28 22 212 23 57 128 182 36 42 555 107 20 104 33 166 35 65 28 357 141 51 114 34 140 209
internal_value=0 -0.000319092 -0.000212409 0.000368478 0.000504185 0.000777634 0.00153657 0.000396996 -0.000911075 -0.000205525 -0.000451464 -0.000352195 -0.000625305 0.000404433 -0.0012354 -0.00260934 -0.000624636 -0.000949251 0.00150541 -0.000243915 -0.00136096 0.000807575 0.00102697 2.22591e-05 0.000155402 0.000470981 0.000131644 -0.00038866 0.00068578 0.00265119
internal_weight=0 0.0406669 0.039228 0.0268096 0.0254776 0.021352 0.0120501 0.00595833 0.00412553 0.00930195 0.0319923 0.0309246 0.025813 0.00960365 0.0162093 0.00498819 0.0112212 0.010133 0.00527218 0.00808053 0.00391813 0.0041624 0.00511165 0.00325596 0.00824777 0.00238944 0.00240547 0.00446085 0.00268507 0.00609177
internal_count=3910 2715 2231 1195 1134 938 712 408 196 226 2034 1906 1339 111 1228 662 566 546 69 484 253 231 567 539 198 74 149 196 174 304
is_linear=0
shrinkage=0.00396435


Tree=978
num_leaves=31
num_cat=0
split_feature=1 0 4 39 52 124 1 13 11 4 160 15 160 51 16 4 12 0 16 0 160 1 52 47 12 0 0 49 48 16
split_gain=0.000444711 0.000781157 0.000804204 0.000654231 0.00064109 0.000770234 0.000616195 0.000651402 0.00087574 0.000733452 0.00100403 0.000959894 0.000861795 0.000812886 0.000624692 0.0006697 0.000606686 0.00148877 0.000587418 0.000722806 0.000640796 0.000728776 0.000639748 0.000580456 0.00102686 0.000634513 0.000786555 0.000563709 0.000510892 0.000462442
threshold=0.085835000000000009 -0.084074999999999997 -0.00027999999999999998 0.005105000000000001 -0.26295999999999992 -0.087894999999999987 0.086560000000000012 -0.094679999999999986 0.081130000000000022 0.0057500000000000008 0.087825000000000014 0.088495000000000018 0.088785000000000017 0.055195000000000008 0.032820000000000009 -0.0025899999999999994 0.080120000000000011 -0.18087499999999998 -0.114825 -0.11756999999999999 0.086620000000000016 0.077800000000000022 0.048695000000000009 0.096475000000000019 0.10333000000000002 -0.17106499999999999 -0.10209999999999998 -0.045004999999999996 0.086065000000000016 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 6 -5 -6 -2 8 -8 10 11 14 13 23 15 -9 17 -1 19 -4 21 -20 -21 25 -25 -11 -27 -14 29 -3
right_child=3 28 18 4 5 -7 7 9 -10 12 -12 -13 27 -15 -16 -17 -18 -19 20 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0031890491672905297 0.0019604591487226257 0.0009655902618411422 -0.0031886339581885734 -0.00088730993943675254 -0.000468319880341846 0.002427560245819361 0.0017864000752750232 0.0010374128277307784 -0.0010096533948566523 0.0025793236373102589 -0.0031880100501091341 -0.0031885369448302371 0.0031890228601865996 -0.0022455073319113208 -0.0017885812576767112 -0.0016865101318078504 -0.0031885969217564127 0.0019705948316501988 -0.002257136578708613 0.00097486785766410199 0.0026012660431747056 0.0015617701321021479 -0.002079613412738913 -0.0024137834764673214 0.0011118350960940739 -0.00092963919210529847 0.0014488847280425341 0.00033168887289796199 0.0014383123286640935 -0.00046112479749331952
leaf_weight=0.0012593720123632579 0.0015584084519701938 0.0030088978390039331 0.0011976864739073889 0.0012531388265415444 0.0012636103278680366 0.0035760386340286656 0.0036674453812650656 0.0042487985451575821 0.0016515417458577986 0.0013659625681867755 0.001731588271479235 0.0011731505847725199 0.0013712346917600371 0.0017468351482641262 0.0016556496528727926 0.0011702817551508832 0.002254050229278437 0.0010362880426368903 0.0010242535893517646 0.0017451167669272349 0.001167032641855581 0.0010078442235688101 0.0011606913063288982 0.0020435643097940215 0.0014257126567116529 0.0030862979412784614 0.0026074363382555497 0.0014379362055603204 0.0025250258200948403 0.0099362193468982007
leaf_count=23 40 69 82 12 55 305 181 157 51 46 59 276 8 29 174 62 716 31 127 54 16 28 62 74 18 30 99 34 99 893
internal_value=0 -0.000345491 -0.000961411 0.000187728 0.00114518 0.00167146 5.09754e-06 -9.51957e-05 0.000918227 -0.000310257 -0.000980829 -0.000517446 0.000133361 -0.000231195 -7.45184e-05 0.000449166 -0.00201361 -0.000859925 -0.000305864 -0.00110431 0.00071829 -0.000363102 -0.000245209 0.000102994 -0.000964917 0.000627788 0.000159602 0.00172643 0.000126392 -0.000129506
internal_weight=0 0.0273225 0.0118523 0.0380346 0.00609279 0.00483965 0.0319418 0.0303834 0.00531899 0.0250644 0.00997947 0.00824788 0.015085 0.0122758 0.00707473 0.00541908 0.00454971 0.00229566 0.00730263 0.00410349 0.00319913 0.0020321 0.00290581 0.010529 0.00346928 0.0070597 0.00569373 0.00280917 0.0154701 0.0129451
internal_count=3910 2200 1139 1710 372 360 1338 1298 232 1066 728 669 338 296 393 219 770 54 369 198 171 155 116 267 92 175 129 42 1061 962
is_linear=0
shrinkage=0.00318838


Tree=979
num_leaves=31
num_cat=0
split_feature=147 150 14 52 11 2 484 160 401 159 2 0 47 4 151 0 0 15 4 4 1 129 150 0 16 3 1 3 2 49
split_gain=0.000429247 0.000801854 0.000679876 0.000662937 0.000571949 0.000595216 0.000741988 0.000693335 0.000624411 0.00066763 0.000721818 0.000778609 0.00102729 0.000728922 0.000624678 0.00109517 0.000924575 0.000824966 0.000878402 0.000616726 0.000603657 0.000700611 0.000588317 0.000873579 0.00100753 0.000582493 0.00161476 0.000662941 0.000580067 0.000577493
threshold=0.088565000000000019 0.087790000000000021 0.077685000000000018 0.28122000000000008 0.088315000000000018 0.099015000000000006 -0.0043499999999999988 -0.087309999999999985 0.079655000000000017 0.09141500000000001 0.097775000000000015 -0.017269999999999997 0.13206500000000002 0.15927500000000003 0.056555000000000001 -0.23029999999999998 -0.070174999999999987 0.088615000000000013 -0.04738499999999999 -0.48072499999999996 0.076710000000000014 0.086720000000000005 0.083295000000000022 -0.10131499999999999 -0.057604999999999996 0.090325000000000003 0.099370000000000014 0.13772500000000001 0.11230000000000001 -0.075429999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 9 10 11 12 13 14 15 -8 17 18 20 -13 21 -17 23 24 -20 26 29 28 -27 -9
right_child=1 -3 -4 -5 -6 7 8 25 -10 -11 -12 19 -14 -15 -16 16 -18 -19 22 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0031567566165010474 -0.00076678032633579248 0.0041889838971121106 -0.0032315517924543561 -0.0019599543408754349 -0.0019758558568363856 0.0034327623342258044 0.0026456578502827765 0.0024680391301485209 -0.0023599653652982434 -0.0026222728711130659 -0.0031427977467688708 0.00012083447415314536 -0.0035257120820380147 0.0021851881078832546 -0.0022190555318091932 -0.0016037757601240134 0.0021450069757692767 -0.0036599971442298116 -0.002988377484477266 0.0042076388717445295 0.003007318669891314 0.0023592350440076082 0.00068495762800075246 -0.004202271421807925 0.0010331903861438756 0.00021513814302906724 0.0039745734905890506 0.001047334662466865 -0.002789938494146404 -0.00070414067732914526
leaf_weight=0.0014149556445582903 0.001144663694351066 0.0011669739262964995 0.0012118350693333104 0.0030479757774725105 0.0023545554548247685 0.0015720895129922577 0.002934255338573155 0.00131902568591613 0.0019526409716570372 0.0015323829240322375 0.0010890998017836209 0.0011206610270875217 0.0012949726303048683 0.0032265375399429521 0.0019642447717327363 0.0019008454670639162 0.0026989104722936622 0.0013545852860997734 0.0019616466003373745 0.001567872862526804 0.0019406938510355687 0.0013504645721430508 0.002520635794402537 0.0017938295214366424 0.0025177509788818497 0.0021718549191493963 0.0026924345645138459 0.0036545358868660394 0.0023856656283953726 0.0044172864424082423
leaf_count=382 75 93 119 348 116 85 30 16 241 121 27 30 21 72 62 287 130 313 24 62 60 63 120 231 26 36 196 140 34 350
internal_value=0 0.00173502 -0.000111902 -4.8633e-05 5.41043e-05 0.000142047 -0.000170507 0.000762197 -4.88142e-05 8.89012e-05 0.000221902 0.000343453 0.000131901 0.00031293 4.95702e-05 0.000262034 -0.000125683 -0.000525174 -0.000221555 0.00250414 0.00115058 4.23009e-05 -0.00103168 -0.00172144 -0.00072796 0.000509904 0.00128682 -0.000287515 -0.00135789 2.52803e-05
internal_weight=0 0.00231164 0.0609642 0.0597524 0.0567044 0.0543499 0.036137 0.0182129 0.034722 0.0327694 0.031237 0.0301479 0.0274594 0.0261644 0.0229379 0.0209736 0.0180394 0.0153405 0.0139859 0.00268853 0.005192 0.00325131 0.00879386 0.00627323 0.0044794 0.0166408 0.00842875 0.00821206 0.00455752 0.00573631
internal_count=3910 168 3742 3623 3275 3159 2302 857 1920 1679 1558 1531 1439 1418 1346 1284 1254 1124 811 92 410 350 401 281 50 772 562 210 70 366
is_linear=0
shrinkage=0.004207


Tree=980
num_leaves=31
num_cat=0
split_feature=31 1 52 151 47 15 50 13 14 3 42 42 132 131 51 51 50 33 9 47 3 12 0 0 52 4 151 0 160 150
split_gain=0.00203035 0.00170197 0.00197861 0.0017948 0.00183424 0.00189935 0.00184539 0.00167444 0.00158553 0.00169237 0.00196644 0.00170807 0.00145989 0.00141902 0.00147725 0.00166668 0.00141693 0.00149434 0.002384 0.00260492 0.00133778 0.0026971 0.0024436 0.00244944 0.00135165 0.00226572 0.00199558 0.00189092 0.00252356 0.00192912
threshold=-1.0000000180025095e-35 0.10113500000000002 -0.42985499999999993 -0.51118499999999989 0.08801500000000001 0.035895000000000003 0.11843500000000001 -0.074599999999999986 0.077685000000000018 -0.11266 0.092145000000000019 0.091330000000000008 0.079995000000000011 0.084390000000000007 -0.097124999999999989 -0.088094999999999993 0.10119500000000002 -0.007134999999999999 0.091370000000000021 0.07813500000000001 0.099570000000000006 0.092365000000000017 -0.076734999999999984 -0.082994999999999985 0.086950000000000013 -0.012939999999999998 -0.101755 -0.10071499999999999 0.086110000000000006 0.10871000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 6 -5 -7 9 12 11 13 -2 14 -11 -16 17 -17 19 20 21 22 23 24 25 -19 -26 28 -27 -30
right_child=1 2 3 4 -6 7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 26 27 -28 -29 29 -31
leaf_value=0.0010425897057026545 3.3065371825985924e-05 -0.0011488453500797522 -0.0011053345436758417 0.00067970313265898485 -7.647912584434811e-05 0.00080575362977037938 -0.00051370038620262269 -0.00043265085661016526 -0.0011489672242786489 -0.00097654705083859714 -0.00071983564190441357 0.00072850202247978638 0.00082388775536785326 -0.00078396427594986046 0.0008473782899199075 -0.0011299082933753952 -0.0011489910712219333 0.00057179994686232911 0.0011474105821498764 -0.0010258928587787992 0.00037521588850219009 -0.0011491003019420737 0.000898589663515008 -0.0011488722116554462 0.00067836086921893774 0.00052261077221571679 -0.0011118956938670165 -0.00074498182503005049 -0.00085040686774391801 0.00025763071569282186
leaf_weight=0.0022831901136193258 0.014415370588068299 0.0015547135340625564 0.0014173335791838318 0.018741218575520691 0.018248679522109512 0.0019555910675990162 0.0018815367639035676 0.0054728766584553048 0.0019896635132763399 0.0025437493058819696 0.0081418376292075045 0.0029703070178950233 0.0039175990945068398 0.0045130851326460322 0.0024392337875323014 0.0017729897376739237 0.001719442969625006 0.0079568314411293389 0.0020827519572321753 0.0037733777225601442 0.008643221769716547 0.0031174588555815666 0.0033551291578994965 0.0028474787439103358 0.0011121130571609683 0.0077397467025548247 0.0031459290764619388 0.0052512969301861242 0.0049249061063108002 0.0035812725641335419
leaf_count=113 157 115 20 457 193 19 26 61 108 171 526 48 35 319 45 24 180 211 2 107 34 174 43 217 6 46 184 215 45 9
internal_value=0 -4.88342e-05 0.00012647 0.000168022 0.000207002 0.00039142 0.000570822 -0.000106633 -0.000133554 -0.000113343 -0.000184176 -0.000124831 0.000202057 -0.000160774 -0.000118165 -8.37586e-05 -0.000120978 -9.11721e-05 -5.91607e-05 -0.000104482 -3.71994e-05 -0.000120035 -3.96619e-05 -0.000125767 -3.93505e-05 4.81069e-05 -0.000644317 -0.000145729 4.79718e-05 -0.000383901
internal_weight=0 0.151227 0.0492719 0.0477172 0.0462999 0.0280512 0.0206228 0.00742847 0.101955 0.0999651 0.0816322 0.0734903 0.018333 0.07052 0.0660069 0.0634632 0.0610239 0.0593045 0.0575315 0.0554488 0.0516754 0.0430322 0.0399147 0.0365596 0.0337121 0.0294541 0.00425804 0.0214972 0.0162459 0.00850618
internal_count=3910 3797 891 776 756 563 483 80 2906 2798 2606 2080 192 2032 1713 1542 1497 1317 1293 1291 1184 1150 976 933 716 526 190 315 100 54
is_linear=0
shrinkage=0.00114875


Tree=981
num_leaves=31
num_cat=0
split_feature=1365 1 51 150 1 158 42 15 42 4 43 4 47 52 1447 15 1 1 47 3 12 42 160 2 42 13 484 3 1 51
split_gain=0.000443861 0.000448121 0.000672123 0.000703781 0.000689915 0.000622118 0.000560984 0.000763666 0.000661031 0.000790855 0.00059314 0.0014039 0.000586558 0.00055722 0.000583225 0.000620941 0.000714542 0.000858135 0.000771105 0.000715412 0.00128038 0.000698472 0.000553886 0.000604838 0.000587448 0.000733638 0.000644133 0.000603804 0.000521284 0.000504497
threshold=1.0000000180025095e-35 0.094385000000000011 0.08955500000000001 0.10871000000000001 0.092730000000000021 0.084965000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088669999999999985 -0.08422499999999998 -0.49922499999999997 -0.51381999999999983 0.09550500000000002 -0.40083499999999994 -1.0000000180025095e-35 0.035895000000000003 0.11052000000000002 0.14000500000000002 0.09252500000000001 0.11818000000000002 0.09112000000000002 0.087605000000000002 0.099550000000000013 0.083185000000000023 0.092145000000000019 -0.014114999999999997 0.08764000000000001 -0.08348499999999999 0.11026000000000001 0.084305000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 -9 -8 -12 22 -3 -15 16 18 19 -16 20 -18 -22 23 -13 26 -26 27 -25 -17 -29
right_child=-2 13 -4 -5 -6 -7 10 8 -10 -11 11 12 -14 14 15 28 17 -19 -20 -21 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.0041246811205333106 -0.0025434884027457669 -0.0017509097438776779 -0.0022816038816941757 0.0025777183273107871 -0.0033441411020818396 -0.0025273664082353917 0.0032455672012403555 -0.0019815336057774093 -0.0030527230692535064 0.0025279954456604711 -0.0041253428548153788 -0.0011805867790598012 0.0028150942547300484 -0.0021369192751272141 0.0030586757255176198 -0.0027090067248361103 0.0034835276615721202 0.0027553002043561592 4.6157939300931738e-05 -0.001584327649528052 0.0015719386762764894 -0.0027600239255662841 -0.0024726616671894583 0.0026678798196927756 -0.0034906192488761158 0.0011100880968467099 -0.0014449404576056548 0.0010790278324491857 0.00049499548268536946 -0.0020041904120188109
leaf_weight=0.0011989837033285489 0.0011828841928083192 0.0018058241928673438 0.0026369685127497202 0.001568828357286999 0.0011817614797431366 0.0017477876096765868 0.0010804156669159673 0.001102753208893914 0.0011043090353746168 0.0016536522327599279 0.0012549786407696139 0.0036206776727878481 0.0015381345586766839 0.0012210739646290039 0.0048104127170081048 0.0014134473436904207 0.0018922616739187603 0.0021344519850063923 0.0020663263513922558 0.0035077958328204595 0.0010783250180566029 0.0015337990332504603 0.0012619091277158425 0.0038927296331741539 0.0011956202054285714 0.0011633291766468537 0.0016172984793421117 0.0074676602895006432 0.0022215757483365906 0.0010269614978142272
leaf_count=243 74 159 268 85 74 253 14 160 300 56 23 197 77 60 207 104 173 138 52 108 36 60 74 175 243 18 88 305 71 15
internal_value=0 7.42275e-06 -0.000274224 -0.000121578 -0.000249481 -0.000134935 3.61876e-06 -0.00124934 -0.000356376 0.000723871 0.000255994 0.000121632 0.000355559 0.00045114 0.000632886 0.000796603 0.00112703 0.000431379 0.00215347 -0.000187716 0.000899897 -0.000971723 0.000177499 0.000344843 0.000682366 -0.00122175 0.0010031 0.00132271 -0.000750853 0.000706281
internal_weight=0 0.0610001 0.0373148 0.0346778 0.033109 0.0319272 0.0301794 0.0050597 0.00386071 0.00275641 0.0251197 0.0240393 0.0227843 0.0236853 0.0218795 0.0206584 0.0170234 0.0101466 0.00687674 0.00801218 0.00450439 0.00261212 0.0212462 0.0199843 0.0163636 0.00235895 0.0140046 0.0123874 0.00363502 0.00849462
internal_count=3910 3836 2668 2400 2315 2241 1988 759 516 216 1229 1215 1192 1168 1009 949 774 515 259 377 269 96 1115 1041 844 261 583 495 175 320
is_linear=0
shrinkage=0.00412451


Tree=982
num_leaves=31
num_cat=0
split_feature=133 1365 2 1374 3 0 1456 1 15 4 16 133 47 16 4 12 52 475 123 13 1374 42 393 43 42 0 16 16 1375 150
split_gain=0.000402228 0.000389976 0.000393974 0.000978415 0.000693916 0.000842272 0.000633868 0.000561256 0.000553687 0.000886254 0.000595139 0.000524148 0.000479691 0.00091702 0.000579823 0.000513755 0.000449153 0.000533335 0.000496496 0.000813497 0.000519512 0.000575494 0.000659769 0.000550192 0.00101594 0.000661223 0.000550891 0.000536848 0.000477374 0.000488062
threshold=0.19121000000000002 1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.084925000000000014 -0.12329499999999999 -1.0000000180025095e-35 0.13084000000000004 -0.11739999999999999 0.24280000000000004 -0.19424999999999998 0.065880000000000008 0.09550500000000002 -0.087089999999999987 -0.077889999999999987 1.0000000180025095e-35 0.28122000000000008 -0.08459499999999999 1.0000000180025095e-35 -0.5337599999999999 0.085040000000000018 -1.0000000180025095e-35 0.087295000000000011 -0.15648499999999999 0.092145000000000019 0.13167000000000004 -0.071319999999999981 0.16388500000000003 -0.45817499999999994 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -4 8 -5 10 -10 12 13 14 -12 -15 17 -8 19 -19 21 22 -21 -23 25 27 -26 28 -25 -30
right_child=-2 -3 6 4 5 -7 16 -9 9 -11 11 -13 -14 15 -16 -17 -18 18 -20 20 -22 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0039886422533198032 -0.0023883664451676131 -0.0023331629988401171 -0.0027123168340454779 -0.0027072788955059333 0.0032587309181501844 -0.0012632178048993842 -0.0019634217705864318 0.0017201745226084148 -0.0031255736852336007 0.0024625651475798666 -0.0010737222980344966 0.0018511030865840659 0.0011749805530819222 -0.0010622545549872609 0.0028008373623553181 -0.0036775411848415547 -0.0017381813722149924 -0.0030657353163201537 0.0024074621817921776 -0.0031064209332472073 -0.0022317023578752953 0.0027179939855536839 0.00097983830969192685 -0.0012652993206722989 -0.00025855147757983249 0.00359610305873335 -0.0039893906712133416 -0.00098970404467597353 0.00096312894452866215 0.0030219398910164897
leaf_weight=0.0011620300987544843 0.0011671214745428418 0.0011401325535913545 0.0011000787638139045 0.0020018875550102911 0.0018873987769261191 0.0010472029837398358 0.001377107706963642 0.001707437343252848 0.0015632495161215206 0.001536822217681256 0.0013505182749108391 0.001401011567738115 0.0016408679642285762 0.0027008609258167915 0.001186245336431079 0.0022524504819789737 0.0015305063558155299 0.0010293736142088497 0.0023222419172568278 0.0013305758156663674 0.0010278323792841373 0.0024100056373725911 0.0012558890278491219 0.0013270586962050848 0.0018214312808071398 0.0014909821587112395 0.0010037669200328439 0.0023952699696607729 0.01286184067665419 0.0022055743959015226
leaf_count=24 367 74 190 110 38 45 186 74 24 32 201 196 108 60 45 479 160 17 190 325 45 66 56 7 78 24 117 146 331 95
internal_value=0 8.80425e-06 5.4899e-05 -0.000380168 -0.000173363 0.00164509 0.000310505 -0.000481092 -0.0007215 -0.000429885 -0.000797401 -0.000451832 -0.000805185 -0.00123898 0.000738105 -0.00225152 0.000404469 0.000501322 0.000605818 0.000467094 0.000591934 0.000695207 -0.00112229 0.000879441 0.000687675 0.00100414 -0.00158408 0.000798467 0.00105972 0.0012645
internal_weight=0 0.0590677 0.0579275 0.021438 0.020276 0.0029346 0.0364895 0.0173414 0.0156339 0.013632 0.0120952 0.010532 0.00913094 0.00749008 0.00253676 0.00495331 0.0353895 0.033859 0.0324818 0.0301596 0.0291302 0.0281024 0.00258646 0.0255159 0.0231059 0.0202807 0.0028252 0.0187897 0.0163945 0.0150674
internal_count=3910 3543 3469 1436 1412 83 2033 1329 1255 1145 1113 1089 893 785 246 539 1843 1683 1497 1307 1290 1245 381 864 798 603 195 579 433 426
is_linear=0
shrinkage=0.00404364


Tree=983
num_leaves=31
num_cat=0
split_feature=4 11 151 1213 480 9 14 47 101 101 2 150 474 39 3 3 0 480 133 3 3 15 0 1365 1 3 0 156 3 40
split_gain=0.00128434 0.00196165 0.00163491 0.00125679 0.00127364 0.00151913 0.0012325 0.00148433 0.0011621 0.00133943 0.00133378 0.00182292 0.00156652 0.00175452 0.00164764 0.00237706 0.00140625 0.00127652 0.00130456 0.00112993 0.00173062 0.00141848 0.000994801 0.000940939 0.00109179 0.00358821 0.0016612 0.00152652 0.00141519 0.00159694
threshold=0.27608500000000008 0.08184000000000001 -0.27336999999999995 -0.082704999999999987 0.08456000000000001 -0.016839999999999997 -0.46879999999999994 0.096475000000000019 -0.08175499999999998 -0.041339999999999995 0.086545000000000025 0.085360000000000005 0.084655000000000022 0.16168500000000002 -0.074234999999999982 -0.078884999999999997 -0.14136999999999997 -0.065749999999999989 0.19121000000000002 -0.084014999999999992 -0.089974999999999986 -0.019749999999999993 -0.13506999999999997 0.085225000000000009 0.077800000000000022 0.076695000000000013 -0.070894999999999986 0.090560000000000015 -0.083604999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 22 -8 -7 -10 11 12 13 14 15 19 -16 -12 23 20 21 -11 -4 24 26 -26 28 -27 -19 -30
right_child=2 -3 6 4 -6 8 7 -9 9 10 17 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0012684018758668224 -0.0012080956654116977 -0.0010190337643393231 -0.0012689625294274743 0.0012687193778864658 -0.001268406476386327 -0.001268931213591382 0.0010348651951608001 -2.2684526201553137e-05 0.0010523229580629337 0.00036022878899517999 -0.001268507102183348 -0.0012024220538422805 0.00069195273065768672 0.0012689291650835551 -7.7310104711248437e-05 0.00074126617653671296 -0.001009652427032242 -0.00096268065621467412 -0.001268458948165132 -0.0012684166871326883 0.00058819319229773924 -0.00085359349848103882 0.00028422486045672553 -0.0010572330636835188 0.0011234779193945318 0.00019431906090315313 0.00030327401532131743 -0.00091582933421153535 -0.0012684250934502908 0.00010837563883315535
leaf_weight=0.0013203614276666711 0.0010113017330013472 0.0033941521791334131 0.0010129821457667276 0.001479994452664001 0.001303807378099763 0.0011951199078339405 0.0064823673778793278 0.0031833304229422765 0.0018703953205658755 0.0021602626556402856 0.0011003543384209271 0.0028264361014223019 0.0032709719801777828 0.0012008720698304378 0.004073518788757724 0.0045142130952209305 0.0072055737243914598 0.0038404829190450329 0.0010833528193947553 0.001775987508618738 0.0033097913894273292 0.005470450789661907 0.0019218810260639438 0.0010430219853354563 0.0070198513748991323 0.017085627493338862 0.014399003268621209 0.0022555072753931418 0.0015640373812217971 0.010148380415931024
leaf_count=352 20 160 4 56 240 6 323 42 3 28 62 69 76 6 33 102 172 280 184 237 168 177 52 35 141 168 227 73 57 357
internal_value=0 -7.04011e-05 0.000343467 -3.89937e-05 -2.29531e-05 -6.6974e-06 0.000467993 0.000686569 -2.58778e-05 -1.05968e-05 -3.14476e-05 -0.000224878 -0.000141105 -0.00023282 -0.000296076 -4.93894e-05 -0.000672931 8.48846e-05 0.000110368 -0.000330063 -0.000177739 -0.000509959 -0.000251865 0.000136411 0.00015852 0.000346764 -7.15621e-06 6.48568e-05 -0.000294555 -7.54778e-05
internal_weight=0 0.105912 0.0136119 0.102517 0.101197 0.0998932 0.0126006 0.0096657 0.0984132 0.0972181 0.0953477 0.0358081 0.0329816 0.0297107 0.0285098 0.0172307 0.0112791 0.0595396 0.0584393 0.0127165 0.0109405 0.00763071 0.00293486 0.0573559 0.0563129 0.026361 0.0299519 0.0193411 0.0155529 0.0117124
internal_count=3910 3469 441 3309 2957 2717 421 365 2661 2655 2652 1068 999 923 917 712 205 1584 1522 610 373 205 56 1338 1303 382 921 241 694 414
is_linear=0
shrinkage=0.00126831


Tree=984
num_leaves=31
num_cat=0
split_feature=160 133 1 16 159 0 4 13 131 0 43 1186 130 13 1429 51 1 40 15 16 15 457 1 133 16 15 1 1374 2 133
split_gain=0.000368242 0.000621928 0.000476098 0.000452573 0.00052558 0.000429171 0.000660649 0.000535723 0.000519098 0.000571045 0.000868912 0.000715291 0.000676455 0.000567728 0.000476704 0.000944176 0.000403617 0.00046277 0.00042518 0.000472114 0.000446335 0.000384155 0.000486472 0.00100386 0.000709927 0.000702231 0.000631067 0.000586222 0.000961167 0.000474896
threshold=-0.40446999999999994 -0.26719999999999994 0.10113500000000002 0.050115000000000007 0.085280000000000009 0.18055000000000002 -0.49837999999999999 0.17936000000000002 0.087580000000000005 -0.072559999999999986 -0.078454999999999983 0.085080000000000003 -1.0000000180025095e-35 -0.10023999999999998 0.084545000000000009 -0.031524999999999991 0.10688500000000002 -0.012844999999999997 -0.11739999999999999 -0.30307999999999996 -0.073314999999999991 -0.0015249999999999997 0.085835000000000009 0.083815000000000014 -0.09601999999999998 0.083935000000000023 0.076710000000000014 -0.094679999999999986 0.082715000000000025 0.086975000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 16 6 -3 8 9 11 -11 12 -8 -12 15 -14 -4 -18 -19 -20 -21 -17 23 26 -24 29 -23 -26 -29 -25
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 13 -13 14 -15 -16 21 17 18 19 20 -22 22 24 25 27 -27 -28 28 -30 -31
leaf_value=-0.0023702565768953304 -0.0035156241268360418 -0.0039374524126098345 0.002806282925256334 -0.00044895122917546772 0.0039608056961663116 0.001896581359480973 -0.0037477709106251175 -0.0036311231891179886 -0.0026936146834929601 0.0035393469140001551 0.0016084205975633494 0.0032230020535947835 -0.0045929836068236661 -0.0022804267504351466 0.0026985533859966628 -0.0024229899186413088 0.0031791222937650348 -0.0012403283779943506 -0.0015604258029999786 0.0036573558398883166 0.00042303385982598365 -0.0037182630546712587 0.0033361389826596752 0.0012947654169772368 -0.0027982556160362081 0.0030745041543829106 0.0001121343237067585 -0.0007637213978779685 0.0034924237923247355 -0.0023730868764689599
leaf_weight=0.0015460916988174192 0.0011392188621341384 0.0011631322671035163 0.0020645612667866695 0.0056364825287475986 0.0014201892739951214 0.0020924872816294729 0.0014014465415554114 0.0010502157832856787 0.001740042801483265 0.0024927056781236523 0.001897776944794316 0.0012761497888567055 0.0012132017710799461 0.0016294023464010271 0.0011830315563394747 0.0016682386376564154 0.0012836452544455765 0.0034957880876713716 0.0013554947834579778 0.0016679241475756612 0.0024749594815176561 0.002966165875681985 0.0020220713528025236 0.0015674561445756519 0.0013336954216356389 0.0018646216455728837 0.0015187915287215858 0.0034112827241817856 0.0019459821410237055 0.0017389130659730689
leaf_count=305 223 89 98 297 143 29 145 115 312 105 20 49 172 230 119 112 134 127 54 29 43 387 44 48 10 125 56 172 25 93
internal_value=0 1.95529e-05 9.07377e-05 0.000704432 0.0011768 -0.000229491 -0.000356294 -0.000233498 -0.000124945 1.86287e-05 0.00135538 -0.000301832 -0.000490556 -0.000188057 -0.000287073 -0.000453286 0.000856457 0.000464785 7.73957e-05 0.000915185 0.00172517 -0.000202638 -9.89604e-07 -0.000748036 0.000826901 0.000703092 -0.00242113 6.85857e-05 0.000782288 -0.000634262
internal_weight=0 0.0577151 0.0565759 0.019399 0.0137626 0.0371768 0.0350843 0.0339212 0.032871 0.0311309 0.00601988 0.025111 0.0238349 0.00352718 0.0224335 0.0212504 0.0123424 0.0102778 0.00899417 0.00549838 0.00414288 0.0200372 0.018369 0.00965595 0.00871303 0.00517099 0.00448496 0.00669096 0.00535726 0.00330637
internal_count=3910 3605 3382 925 628 2457 2428 2339 2224 1912 355 1557 1508 250 1363 1244 485 387 253 126 72 1072 960 709 251 266 443 207 197 141
is_linear=0
shrinkage=0.00483252


Tree=985
num_leaves=31
num_cat=0
split_feature=1429 15 51 15 158 13 52 42 12 403 3 156 16 0 42 0 160 52 1 129 43 1 13 457 49 52 4 4 2 0
split_gain=0.000364575 0.000440473 0.000837869 0.00058305 0.000513396 0.000632009 0.000709617 0.000662151 0.000507342 0.000497157 0.000564744 0.000543793 0.000578974 0.00088592 0.00089838 0.000814605 0.000600812 0.000557901 0.00072033 0.00085228 0.000654323 0.000604068 0.00079857 0.000598964 0.000762558 0.000552472 0.000522593 0.000486585 0.000774127 0.00072386
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 -0.19153499999999998 0.084965000000000027 -0.094679999999999986 0.11588000000000002 0.092145000000000019 0.051320000000000005 0.09389500000000002 -0.15121499999999996 0.091280000000000014 -0.014099999999999998 -0.10575999999999998 0.084685000000000024 -0.017269999999999997 -1.0000000180025095e-35 0.071660000000000015 0.077800000000000022 0.086720000000000005 -0.082689999999999986 0.085990000000000011 0.0066400000000000009 -0.0015249999999999997 -0.047309999999999998 -0.068164999999999989 0.05309500000000001 0.25367000000000006 0.086545000000000025 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 27 -6 10 -7 12 16 -14 15 -15 -12 21 19 20 -19 22 -18 -23 25 -25 -26 28 -5 -30
right_child=1 3 -4 4 8 9 -8 -9 -10 -11 11 -13 13 14 -16 -17 17 18 -20 -21 -22 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0023240172795823237 0.0027088455388290167 -0.0026454711606139531 -0.0014495178247769995 -0.00099973149347050037 0.00018288333074982659 0.0015843771765511358 -0.0018670480580118972 -0.0014210438691611826 -0.0033404851827886976 -0.002379740099330673 -0.0024364256362992896 -0.0030722826745629246 0.002630380925869826 -0.0020387947614357756 0.0013234970157829369 0.0014005803130445983 -0.0039646946226229371 0.00039037987979560193 0.0029641761582746774 0.0026067580662739193 -0.0039648216488211282 -0.0024275324600269172 0.00040985068369762332 0.0031639333976194416 -0.0022102019772848609 0.00011915292883374169 0.00023719213781072903 0.0039649945433263886 -0.00034779318416223179 0.0031623408477060313
leaf_weight=0.0010708949520937807 0.0023726875055163346 0.0013555498640703814 0.0011214311440106428 0.0016466296842805317 0.0011816434805655964 0.0030264885639279529 0.0012133107089840065 0.0011586846130304806 0.0014071472708652444 0.0015073075839564512 0.002281351449924445 0.0010067610468944546 0.0025811382478764253 0.0038617018402421774 0.0045242075425394879 0.0015036737013050033 0.0017590873365641519 0.0011486573985850512 0.001685701915907778 0.001107663454982144 0.0010267721915783725 0.0017168305022607919 0.0010456868436810041 0.0017084813803549537 0.0023953139741825771 0.0020729423593142124 0.0032070930526231223 0.0013391203023687126 0.0012863683326966866 0.0032715189389507229
leaf_count=181 289 89 22 69 66 134 64 72 275 216 293 122 60 340 362 60 148 86 37 46 349 31 28 28 196 43 59 31 45 69
internal_value=0 1.0881e-05 0.00137423 -7.89544e-05 -1.16242e-05 7.91283e-05 0.000973194 0.00136919 -0.00173226 -0.000147217 -5.7861e-05 -0.000201372 -0.000115417 0.000562113 2.23036e-05 -0.00107489 -0.000514806 -0.000282537 0.000857667 -0.000223918 -0.00166521 -0.000689963 -0.00233376 -0.00027463 0.000119257 0.00149481 -0.000809193 0.00179776 0.00133001 0.00217168
internal_weight=0 0.056521 0.00349412 0.0530268 0.0516713 0.0490825 0.00991563 0.00870232 0.00258879 0.0391669 0.0376596 0.0346331 0.0336263 0.0124707 0.00988958 0.00536538 0.0211556 0.0188742 0.00496879 0.00328309 0.00217543 0.0139054 0.00280477 0.0111007 0.00938383 0.00378142 0.00560241 0.00754364 0.00620452 0.00455789
internal_count=3910 3729 311 3418 3329 2988 350 286 341 2638 2422 2288 2166 822 762 400 1344 1051 518 481 435 533 176 357 326 71 255 214 183 114
is_linear=0
shrinkage=0.00396435


Tree=986
num_leaves=31
num_cat=0
split_feature=9 401 158 375 1365 2 41 50 3 50 401 1 15 15 160 12 15 123 457 4 50 13 0 48 51 1 48 14 0 2
split_gain=0.00122099 0.00095111 0.000949131 0.000933569 0.000906938 0.000957117 0.00117443 0.00114509 0.00143073 0.0012466 0.00114969 0.00103845 0.00120673 0.00149906 0.00119637 0.00117457 0.00113376 0.00102745 0.000897067 0.000882529 0.000869772 0.000919661 0.00104125 0.000925889 0.00121652 0.00105407 0.00221836 0.00118271 0.00169303 0.00115102
threshold=-0.016839999999999997 0.10711000000000001 0.11015500000000002 0.092405000000000015 0.089045000000000013 0.099015000000000006 0.078610000000000013 0.10119500000000002 -0.15121499999999996 0.10030500000000002 1.0000000180025095e-35 0.13026000000000001 -0.11739999999999999 -0.106555 -0.092169999999999988 0.10673000000000001 -0.10312999999999999 0.084425000000000014 -0.0015249999999999997 0.15927500000000003 0.14262000000000002 0.17936000000000002 0.15480500000000005 0.12649500000000002 0.13669500000000004 0.10420500000000001 -0.086624999999999994 -0.22654999999999997 -0.14293499999999998 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 11 12 -10 -14 -15 16 -16 20 -18 -20 21 22 23 25 -25 29 -27 28 -28 -7
right_child=1 -3 -4 -5 -6 17 -8 -9 9 -11 -12 -13 13 14 15 -17 18 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0011005063505157581 0.00084465944955209422 -0.0012235448281875487 -0.0010608388585052935 -0.0011567863007012152 -0.0011373075194719225 0.00046098571654832568 -0.00083319664693890048 -0.0010236116092766864 -0.00089986398566529384 0.0012031686832578202 -0.0011981261442353098 0.00053016180203707729 0.00076832312881627341 -0.00096988743940914644 -0.0011981987452107678 -0.00124378526873843 -0.00084458718690058989 0.00091643645238970422 1.6317032288561077e-06 0.00079113949585880188 -0.00094125874952179765 -0.00045802879632284477 0.0010854398101290753 -0.0010533812823966377 0.00030756669655681814 -0.00096606097961272398 -0.0004926033869364991 0.0010583576949168309 0.0012435869623365259 -0.00039301682781662297
leaf_weight=0.0014650376497860043 0.0028536237672795927 0.0010440232723366574 0.0013633614000179142 0.0010970149343947347 0.0010781516037070551 0.0042415856032924637 0.0030720640562407189 0.0017892584397414804 0.002814915487057249 0.0011831225211835763 0.0014025786322113811 0.0042674152934907275 0.0031363840098492793 0.0024299248040737789 0.0012405353897406634 0.0012743460619053506 0.0017992362777903273 0.0026661825624287863 0.031552406498764028 0.002352314527755083 0.0011658676157633155 0.0033896026928008629 0.0020301603126426917 0.0020645386350217612 0.0019986073270956695 0.0013580139496980346 0.0022770213836338371 0.0062370888413614258 0.0014037723690254475 0.0057454934942831049
leaf_count=121 50 167 166 12 34 124 103 313 158 4 129 51 21 199 13 50 88 151 1191 20 29 75 16 36 22 20 13 204 41 289
internal_value=0 -4.29127e-05 -3.04978e-05 -1.61524e-05 -3.22901e-06 9.54132e-06 -8.39314e-05 -4.4311e-05 -1.31918e-05 -5.89886e-05 -8.75573e-05 -5.69353e-05 -0.000110699 -5.99641e-05 -0.000123873 -7.00843e-05 -2.95992e-05 0.000174894 1.10039e-05 5.64079e-05 0.000112939 0.000152914 0.000228613 0.000159929 -0.000383949 0.000263859 0.00052441 0.000728494 0.000169541 -3.03157e-05
internal_weight=0 0.100329 0.0992846 0.0979212 0.0968242 0.0957461 0.0611681 0.0580961 0.0563068 0.0534532 0.0522701 0.0508675 0.0466001 0.0437851 0.0406488 0.0382188 0.0369445 0.0345779 0.035704 0.0339047 0.0319118 0.0307459 0.0273563 0.0253261 0.00406315 0.021263 0.0112759 0.00991788 0.00368079 0.00998708
internal_count=3910 3789 3622 3456 3444 3410 2390 2287 1974 1924 1920 1791 1740 1582 1561 1362 1312 1020 1299 1211 869 840 765 749 58 691 278 258 54 413
is_linear=0
shrinkage=0.00124344


Tree=987
num_leaves=31
num_cat=0
split_feature=484 52 2 128 14 1 132 0 3 1 4 2 0 1375 1 4 2 3 49 3 0 0 0 40 4 43 16 1375 48 42
split_gain=0.000370115 0.000592376 0.000419295 0.000531243 0.000408444 0.000397628 0.00075968 0.000705296 0.00086753 0.000648305 0.000706203 0.000632657 0.00103935 0.000850534 0.00076849 0.000825167 0.000600436 0.000537014 0.00101465 0.000554835 0.000579064 0.000827131 0.000621999 0.000762122 0.000507458 0.000542484 0.000605878 0.00049187 0.00039048 0.000385717
threshold=-0.0043499999999999988 -0.016329999999999997 0.15305000000000002 0.086435000000000012 0.077685000000000018 0.076710000000000014 0.079995000000000011 -0.084074999999999997 -0.083604999999999985 0.083930000000000018 -0.14963999999999997 0.086650000000000019 -0.15007499999999999 -1.0000000180025095e-35 0.087075000000000014 0.0057500000000000008 0.097775000000000015 -0.078884999999999997 -0.031434999999999998 -0.074234999999999982 -0.13027499999999997 -0.10209999999999998 -0.10071499999999999 1.0000000180025095e-35 0.0021050000000000005 -0.082484999999999989 -0.50763499999999995 -0.072014999999999982 0.086065000000000016 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 9 8 -2 -7 -11 13 14 -12 -13 -16 -17 18 -15 -19 -21 -22 -23 -24 -10 -26 -27 -18 29 -9
right_child=2 -3 -4 -5 -6 6 -8 28 24 10 11 12 -14 17 15 16 27 19 -20 20 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0029898776396017116 -0.0036626136656695346 8.3311895973920018e-05 0.0021331729340660572 -0.0019519721709258383 -0.0021518324129893452 0.0025517392796324642 0.0028086952603191043 0.00053503170938067177 -0.002433864266460761 -0.0017775869371411809 -0.0032408991725415958 0.0031047431530865149 0.0026880910490998749 0.0016582194426803844 -0.0024311910015321478 0.0029853052061678906 -0.0021414429137755343 0.0020372762602985108 -0.0028613058627919995 0.0022069515051333323 -0.0035027555944983869 0.002268975408061659 -0.0024545833254667354 0.0015993648965204482 0.0016489365212181237 0.0010504649471703852 -0.0025535726079653986 0.00059628428964727653 0.0018083376783279439 -0.00096997411452798114
leaf_weight=0.0014346881678630186 0.0015134404923080047 0.0020342085626381253 0.0012617059880608563 0.0018115945579121598 0.001088468720575885 0.0015371823806873399 0.0016318805734440991 0.006065513744972998 0.0014323180398501069 0.0024279272128659981 0.0011777490098978669 0.0010958135700889216 0.003191647480568883 0.0010133543063464145 0.0016897724477100695 0.0010487971720749556 0.001167125185887131 0.0022926538835550394 0.0019455633803664414 0.0011995524317587316 0.0010564941882194026 0.0012581634364323682 0.001587307446642823 0.001022867097236535 0.0017563713666888248 0.0011017585304955446 0.0014479500569368753 0.0035814325062180066 0.0018393794784792314 0.0036640370091844399
leaf_count=270 306 342 134 231 88 36 102 381 230 195 31 8 180 29 38 10 9 98 235 25 14 3 185 22 23 28 128 117 71 341
internal_value=0 -0.00118772 4.71888e-05 -3.77145e-06 6.70499e-05 0.000116596 0.000378921 -0.000300504 -0.00119599 0.000238779 0.000105896 0.000293865 0.0009037 -0.000278123 0.000240158 -0.000179102 0.000477321 2.86126e-05 -0.00131348 0.000500412 -7.49113e-05 -0.00063071 0.000153684 -0.000865935 -0.00054545 8.26873e-05 -0.000996226 -7.66085e-05 0.000260823 -3.17362e-05
internal_weight=0 0.0034689 0.0529078 0.0516461 0.0498345 0.0487461 0.0299253 0.0188208 0.00725184 0.0282934 0.0267562 0.0243283 0.0117746 0.0125537 0.00858294 0.00748713 0.00579735 0.011376 0.00295892 0.00841704 0.00612438 0.00492483 0.00386834 0.00261017 0.0057384 0.00430608 0.00254971 0.00474856 0.0115689 0.00972955
internal_count=3910 612 3298 3164 2933 2845 1337 1508 715 1235 1199 1004 362 642 182 174 136 611 264 347 249 224 210 207 409 179 156 126 793 722
is_linear=0
shrinkage=0.00366245


Tree=988
num_leaves=31
num_cat=0
split_feature=1365 4 11 128 1456 156 1 1 1374 0 1 0 43 4 4 13 12 151 0 12 16 16 16 1 16 160 12 1 15 43
split_gain=0.000342553 0.000366794 0.000786625 0.00065814 0.000525139 0.000468931 0.000592514 0.000754 0.000493695 0.000723127 0.000482437 0.000564462 0.000492712 0.00136429 0.000442426 0.000541625 0.000668501 0.000422205 0.000428108 0.00052991 0.000415639 0.000411873 0.000560242 0.000649038 0.000747266 0.000515041 0.00059656 0.000393129 0.000391191 0.000363635
threshold=1.0000000180025095e-35 0.25367000000000006 0.08184000000000001 0.086435000000000012 -1.0000000180025095e-35 0.091280000000000014 0.094385000000000011 0.092730000000000021 -0.094679999999999986 -0.23029999999999998 0.089605000000000018 -0.084304999999999977 -0.50992999999999988 -0.51381999999999983 -0.0017649999999999999 -0.0101 0.080120000000000011 -1.0000000180025095e-35 -0.052874999999999998 -1.0000000180025095e-35 -0.087089999999999987 -0.014099999999999998 -0.11180499999999999 0.076710000000000014 -0.45301499999999995 0.086620000000000016 1.0000000180025095e-35 0.122185 -0.10192499999999999 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -10 11 21 -13 -14 15 29 -17 -8 28 -20 -18 22 23 24 -11 26 -23 -3 -19 -15
right_child=-2 27 -4 -5 5 -7 17 -9 9 10 -12 12 13 14 -16 16 20 18 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002398914296169001 -0.0021802880673783107 0.00033429667291158831 -0.0030122331365576437 -0.003051080381493548 -0.0020460613493591072 -0.0017048533567002274 0.0027427447379569235 -0.0032066619235993749 0.0028630630478426208 0.00061245212636405874 0.0018464462831710227 0.0027398318865842993 -0.0038872739167132657 0.0031993633691405907 -0.0013794346690929819 0.0022165091209523135 0.0002595932725146606 -0.00095941332112927334 0.001114610198004871 -0.0023640651930290574 -0.0026735042426694619 0.00095472240626733398 -0.0034349867626460185 0.0017822412214212461 -0.0038871164642840486 0.0022580006125350266 -0.00292714668021141 0.0023993787883152045 0.001630790133413507 0.00099790653907136568
leaf_weight=0.0012928524131529109 0.0010958536398468768 0.0071737559781386295 0.0013849593115413663 0.0010669698735736579 0.001603500181140304 0.0020280642761260062 0.0017384469356045438 0.0011217534448295643 0.0014293665495266261 0.0010028542212836555 0.0019963336625838926 0.0011878147954966752 0.0011623275075853734 0.001641330069113045 0.001556797623107709 0.0012224379779652806 0.0014596342657601236 0.0010571508441898922 0.0012948968546315776 0.0013522719052829748 0.0014595898951619835 0.0012336856562242728 0.0017259279572006403 0.0010729514562513032 0.0012555943336171604 0.0011284121634364541 0.0011606259670865482 0.0017279493434028126 0.0052791560625067291 0.003662622998834352
leaf_count=334 74 275 156 237 44 214 135 64 22 16 108 15 31 68 141 23 48 42 36 63 260 30 427 26 89 30 173 233 170 326
internal_value=0 1.4861e-05 -0.000128973 -3.65236e-05 3.98285e-05 0.000117043 0.000212259 -8.44867e-05 4.54123e-05 0.000177664 1.72549e-05 -0.00014924 0.000350572 0.000117275 0.000540327 0.000856736 -0.000196482 0.000989516 0.000650238 -0.000662426 -0.00120693 -0.000927065 -0.00163777 -0.000706665 -0.0018891 9.32404e-05 -0.000926987 0.000735159 0.00119864 0.00167916
internal_weight=0 0.05348 0.0445783 0.0431934 0.0421264 0.0408335 0.0388055 0.0280836 0.0269618 0.0253583 0.0239289 0.0219326 0.0133526 0.0121647 0.0110024 0.00944562 0.00414166 0.0107219 0.00898348 0.00264717 0.00291922 0.00858005 0.00505733 0.0033314 0.00225845 0.00352272 0.00239431 0.00890171 0.00633631 0.00530395
internal_count=3910 3836 3328 3172 2935 2601 2387 1941 1877 1833 1811 1703 912 897 866 725 331 446 311 99 308 791 558 131 105 233 203 508 212 394
is_linear=0
shrinkage=0.00388662


Tree=989
num_leaves=31
num_cat=0
split_feature=147 52 51 1 47 38 124 48 1 484 3 2 2 15 42 48 49 42 12 4 15 1 0 2 0 43 43 3 1374 4
split_gain=0.000346368 0.000534548 0.00046287 0.000768774 0.00066018 0.000448343 0.000644418 0.000411217 0.000725904 0.000658886 0.000487809 0.000560454 0.00047201 0.000453773 0.000650325 0.000648354 0.000454744 0.000505248 0.000592436 0.000433716 0.000884359 0.000400831 0.000396395 0.000448674 0.000640215 0.000448464 0.000385191 0.00041651 0.000612022 0.00060703
threshold=0.088565000000000019 0.28122000000000008 -0.40274499999999996 0.13472500000000001 0.11764000000000001 0.089560000000000015 -0.036134999999999994 0.12675000000000003 0.10373000000000002 -0.0043499999999999988 -0.11266 0.10705000000000002 0.11635500000000001 0.088190000000000004 0.085330000000000003 0.083775000000000002 -0.085974999999999982 -1.0000000180025095e-35 0.086935000000000012 -0.026614999999999996 0.090505000000000016 0.092550000000000007 -0.17106499999999999 0.11085000000000002 -0.10303999999999998 -0.012164999999999999 -0.082484999999999989 0.084925000000000014 -0.094679999999999986 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 21 8 9 -8 -11 13 22 14 16 -16 -12 18 -18 20 -15 -4 -10 24 -24 -26 -19 29 -29 -28
right_child=-2 -3 3 -5 -6 -7 7 -9 12 10 11 -13 -14 19 15 -17 17 26 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0019598360549561737 0.001519141337431838 -0.0017307872133189087 0.00026419872585279735 0.002288304403927046 -0.0023826480130527861 -0.0024331178615931677 -0.0032027160594952251 -0.0021847104546993063 0.0026917830523441786 0.00096509607209832116 -0.0025608973817441028 -0.0027166751162662232 0.0032076916401080377 0.0018866738677710767 -0.0038107735642275327 -0.00010534565152017301 0.00033247598118849394 0.0020672740695440173 -0.0038105698306199792 0.0026409989272444638 -0.0025352252258088459 0.0034172555562084479 0.0026165376147817164 -0.0016738619864635927 -0.0019703533098152969 0.0014435508078519438 -0.0022613865691615618 -0.0011351637062930017 0.0014463235948082472 0.00049070855965159348
leaf_weight=0.0016824099080585677 0.002021459769096178 0.0027257425092849221 0.0010369344686758089 0.0021714946781008484 0.0016718047917909642 0.0010236471742910416 0.0010216842505534609 0.0012093171009688311 0.0011768609942919284 0.0052279814557363224 0.0010468352939021477 0.001336950960555249 0.0012965697821716304 0.0015887873974707589 0.0015174308735675371 0.0012507166500117517 0.0010018151732706379 0.0015985441896477779 0.0010026828029231494 0.0014505160136337727 0.0011193201692854537 0.0013442701765811194 0.0017470725087491701 0.0013249038331579754 0.0012578245118204379 0.0010051393585328574 0.0021906711925305869 0.001881826468888903 0.0045756803988865613 0.0024821574602356122
leaf_count=138 168 360 40 216 96 45 418 23 14 179 39 151 76 182 244 64 133 87 302 23 317 161 34 41 56 69 121 15 81 17
internal_value=0 -8.91105e-05 3.64686e-06 7.45967e-05 -3.36997e-05 5.82323e-05 0.000119401 2.80945e-06 7.22391e-05 -0.00019478 -8.97933e-05 -0.000319163 0.00110817 -0.000178001 -0.000433056 -0.00213657 -0.000134227 3.81929e-05 -0.00173994 0.000959598 5.90061e-05 0.00204421 0.000690138 0.000248585 0.000883756 -0.000454001 0.000318207 6.70056e-05 0.000694035 -0.000799503
internal_weight=0 0.0509676 0.0482419 0.0465594 0.0443879 0.0427161 0.0416925 0.0393113 0.038102 0.0302936 0.0292719 0.0240439 0.00780837 0.022707 0.0185484 0.00276815 0.0157802 0.0147334 0.0020045 0.00415862 0.00270811 0.0023812 0.0065118 0.00533494 0.00401004 0.00226296 0.0127289 0.0111303 0.00645751 0.00467283
internal_count=3910 3742 3382 3244 3028 2932 2887 2686 2663 2373 1955 1776 290 1625 1103 308 795 756 435 522 499 201 214 200 159 125 321 234 96 138
is_linear=0
shrinkage=0.00381041


Tree=990
num_leaves=31
num_cat=0
split_feature=151 4 11 480 31 3 4 41 50 156 1213 1374 1 15 4 376 158 3 12 3 151 15 42 49 150 1374 1 1 50 2
split_gain=0.00110727 0.00161873 0.00145844 0.00121373 0.00117321 0.00108975 0.0011752 0.00113795 0.00105201 0.00104931 0.00106095 0.00102377 0.000954613 0.00109999 0.00122802 0.00116535 0.00127855 0.0011324 0.00129987 0.00134148 0.00103811 0.000967343 0.00097462 0.00103621 0.00109578 0.00150324 0.00102462 0.00159795 0.000939142 0.000932704
threshold=-0.52174999999999983 0.27608500000000008 0.08184000000000001 0.08456000000000001 -1.0000000180025095e-35 -0.14539499999999997 -0.48072499999999996 0.080335000000000018 0.11901000000000002 0.10477500000000002 -0.082704999999999987 0.09309000000000002 0.10031000000000002 -0.0058549999999999991 -0.52333999999999992 0.076485000000000011 0.086290000000000019 0.10666500000000002 0.092365000000000017 -0.11266 -0.093064999999999981 -0.021529999999999997 -1.0000000180025095e-35 -0.088329999999999978 0.083205000000000015 -0.094679999999999986 0.092550000000000007 0.092385000000000009 0.082310000000000008 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -3 10 -7 12 13 21 -15 16 17 18 28 -20 -14 22 -12 -24 26 -26 27 29 -16 -25
right_child=1 8 -4 -5 5 7 -8 -9 -10 -11 11 -13 20 14 15 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.001166439487545448 0.0012685709646674552 0.00061706421508222987 -0.0010048629233279723 -0.001268395578737013 -0.00031763124990492967 -0.0012683909799850743 0.00083612509443483393 -0.0012684462333076173 -0.00045038806989211138 -0.0011561757828861489 -0.0010600819522738859 -0.0011238349308180242 0.0012052464618949835 -0.0012687068429143998 0.00035283395863017127 0.0012348009250524794 -0.0012686086038666681 0.00082105718738406078 0.00072322329147191024 -0.00084734315163342865 0.00015273974486673802 -0.0012147729232578381 -0.0011303677139928923 -0.00075719762104884314 -0.00035138380265956997 0.00079046906561625486 -0.0011538657825103985 0.001269755992308557 -0.00055161761995388371 0.00020282674625149669
leaf_weight=0.0013381172380348963 0.0011281674588285986 0.0094272089951514815 0.0025709155403434982 0.0012637340351288042 0.002095975389238447 0.0011057672668659526 0.0044044457105165682 0.001268451959941074 0.0017629004374839505 0.0013701855153980249 0.0020104436512781146 0.0013175352963230571 0.0016442102721327947 0.0010363771723884618 0.012321408968289711 0.0014728971746080779 0.0010914209227381724 0.0033246539425704205 0.0011070475530843282 0.0041705460053539358 0.018124682373638734 0.0017018485518827111 0.0015346087628813577 0.0039053723177615608 0.0031704194559551979 0.0044688095733818036 0.0019249454526359963 0.0011360934004187584 0.0021723708820466934 0.0027915380703424919
leaf_count=65 58 405 157 249 13 336 97 55 19 119 229 42 28 13 484 14 65 26 13 339 338 167 41 204 16 47 32 1 108 130
internal_value=0 -4.75977e-06 -6.40401e-05 -3.49207e-05 -1.58647e-05 -3.3827e-05 0.000464112 -7.74665e-05 0.000448897 -5.67445e-05 -3.56853e-05 -1.63308e-05 4.78311e-06 -8.95705e-05 8.48371e-05 0.000139504 7.28063e-05 0.000136196 2.10331e-05 -0.000517895 0.000240278 -0.000295192 -0.000220463 -0.000131301 -4.31728e-05 0.000316579 -0.000324813 -0.000121075 0.000217272 -0.000357021
internal_weight=0 0.096825 0.0856349 0.083064 0.0818002 0.0806721 0.00650042 0.0741716 0.0111901 0.0729032 0.071533 0.0704272 0.0691097 0.0493408 0.0266967 0.0256603 0.0241874 0.023096 0.0197714 0.00527759 0.0197689 0.0226441 0.0209422 0.0189318 0.0173972 0.00763923 0.00975795 0.007833 0.0144938 0.00669691
internal_count=3910 3845 3421 3264 3015 2957 110 2847 424 2792 2673 2337 2295 1929 1062 1049 1035 970 944 352 366 867 700 471 430 63 367 335 592 334
is_linear=0
shrinkage=0.00126831


Tree=991
num_leaves=31
num_cat=0
split_feature=9 151 1348 52 401 1453 11 4 11 50 159 3 128 15 4 4 3 4 3 15 157 0 3 12 43 3 3 12 52 49
split_gain=0.0014431 0.00129887 0.00156609 0.00143059 0.00138937 0.0012798 0.00122467 0.0011972 0.00152707 0.0011495 0.00162094 0.00110322 0.00122738 0.00116274 0.00139498 0.00130682 0.00108518 0.00104821 0.00115999 0.00181904 0.0018071 0.0013655 0.00137533 0.0015852 0.00182408 0.00134275 0.00131596 0.00122122 0.0011926 0.00111444
threshold=-0.016839999999999997 -0.52174999999999983 0.090050000000000005 0.18936500000000003 0.10072000000000002 1.0000000180025095e-35 0.10553000000000001 0.27020000000000005 0.08184000000000001 0.10340500000000001 -0.22646999999999998 -0.10628499999999998 0.086435000000000012 0.079360000000000014 -0.48072499999999996 -0.16401499999999997 -0.115685 -0.52333999999999992 -0.078884999999999997 0.15514500000000001 0.00087500000000000013 0.15480500000000005 -0.018854999999999997 0.089125000000000024 -0.074254999999999988 -0.082304999999999975 -0.075954999999999981 0.10129000000000001 -0.092854999999999979 -0.088329999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 11 10 -5 13 17 14 -3 -15 -17 -13 19 25 21 22 23 -20 26 27 -25 29 -24 -19
right_child=1 2 -4 9 -6 -7 -8 -9 -10 -11 -12 12 -14 15 -16 16 -18 18 20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011084447548990813 -0.0011064839826703183 -0.0002087815232157568 0.0012010644592807772 0.00055963887225495652 -0.0011453787925144077 -0.0012194366554800912 -0.0010311915413184851 0.00040778601610350345 -0.0012192084562939963 -0.0012191994669624683 -0.00079204491340668774 -0.0011733205001430835 -0.0012191253627392587 0.00096316794433210374 0.00076995563509741553 -0.0012194135329787221 0.00026865294429724866 -0.001219162624917501 0.0010057117894800433 0.0012184102757668703 -0.001033337354953788 0.0012168017942337365 -0.0005068318453577428 -0.00045991979706880981 -0.00091571766189146029 -0.0010305410247405228 0.00095664293577520955 -0.0012196372518665744 8.2081742020399703e-05 7.2828280010819844e-05
leaf_weight=0.0016731163500596216 0.0016477346987109334 0.0029072298051460175 0.0015490429175173395 0.0022921421693018473 0.0015405202583660396 0.0012222529453749234 0.001576022375896712 0.012341852971253786 0.0014940629962572052 0.0024898853930175324 0.0031037893033383224 0.0011478227824230905 0.0012860823232536669 0.001009085316582059 0.0084671059450762698 0.0018601274557390468 0.0011969340744655286 0.001098440624081932 0.0047851367875040296 0.0011407416324686883 0.0020452046232257706 0.0016778400416797004 0.0060648424075733223 0.0014320501152376153 0.0019207973140187296 0.0036086674212341156 0.0030509028934631033 0.0015083856388566916 0.032468403178352652 0.010256511312927475
leaf_count=121 65 18 42 102 189 53 33 341 115 182 157 25 184 6 90 43 36 39 59 6 88 12 104 50 223 377 40 28 322 760
internal_value=0 -3.17102e-05 -1.65145e-05 -3.29162e-05 3.97833e-06 2.07508e-05 3.52779e-05 5.1633e-05 3.02336e-06 -0.000534027 -0.000217862 2.35569e-05 -3.86787e-05 0.000319778 0.000519795 -0.000239732 -0.00063679 -1.76533e-05 1.01455e-06 -0.000270309 9.04287e-05 0.000135143 9.86435e-05 0.000474896 7.82492e-05 -0.000373408 0.000504131 -0.000189056 -1.06088e-05 -5.21547e-05
internal_weight=0 0.11819 0.116542 0.114993 0.107107 0.105567 0.104344 0.102768 0.0904264 0.00788582 0.00539593 0.0889323 0.0734918 0.0154405 0.0113743 0.00406615 0.00305706 0.0722057 0.0710579 0.0176127 0.0534452 0.0514 0.0497221 0.0111889 0.00640375 0.016472 0.00448295 0.0128633 0.0385332 0.011355
internal_count=3910 3789 3724 3682 3241 3052 2999 2966 2625 441 259 2510 2317 193 108 85 79 2133 2108 1210 898 810 798 372 313 1204 90 827 426 799
is_linear=0
shrinkage=0.00121906


Tree=992
num_leaves=31
num_cat=0
split_feature=156 15 51 480 31 15 3 483 401 156 1429 1374 403 484 151 453 158 122 1 50 50 51 48 43 456 448 448 1 150 150
split_gain=0.00133209 0.00120202 0.00162897 0.00125068 0.00127819 0.00119223 0.00135043 0.0011948 0.00118045 0.00115111 0.00108918 0.00105638 0.00112992 0.00131267 0.00128451 0.00109917 0.000957667 0.0013376 0.00146073 0.00119793 0.00112924 0.000843745 0.00122637 0.0011115 0.000806457 0.00083548 0.000921421 0.000809133 0.00112663 0.00109593
threshold=-1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 0.08456000000000001 -1.0000000180025095e-35 -0.19153499999999998 0.31335500000000011 0.088030000000000011 0.10072000000000002 0.10691500000000002 -1.0000000180025095e-35 0.09309000000000002 -1.0000000180025095e-35 0.073820000000000011 -0.070479999999999987 0.091855000000000006 0.085745000000000002 0.10299000000000001 0.10471000000000001 0.10119500000000002 0.10030500000000002 0.12342500000000002 0.137325 -0.081664999999999988 1.0000000180025095e-35 -0.084514999999999993 -0.037059999999999989 0.092730000000000021 0.082085000000000019 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -3 -6 7 8 9 11 -2 12 13 14 -7 16 17 18 19 20 24 23 -23 -20 25 -14 -27 29 -29 -28
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 21 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0014004204059441471 -0.0003534216089553946 0.0014006114046892593 -0.00053874213949203342 -0.0014004167521297509 -0.0010564892852667307 0.00040980588840879332 0.001400408252893229 -0.0011811485537107343 -0.0014004205299236489 -0.0014004131232212634 0.0011865097666109116 -0.0011753937189827196 -0.0011890587482816977 0.00051815521054246266 -0.0013818635883748554 -0.0012535849245514576 -0.00057360647616924959 -0.0014007520559106473 0.00013937145676174426 -0.0014004180822570649 0.001368534897760097 -0.001021311889768317 0.00060514014703362323 0.00092685838478053883 -0.0011581086349347859 0.0011823836014227982 0.00016681834196681766 -0.00085165305302294851 0.0004430558864056387 -0.00095627829311492097
leaf_weight=0.0013801708377452196 0.0011139499745240755 0.001193054783348301 0.0021339640754618472 0.001343226049706713 0.0022878348034941478 0.0010264453502486504 0.0012707570636347745 0.001804919057660225 0.0012163352880958369 0.0011545766023421935 0.0047033077283389346 0.0014566155237361036 0.0010311284158834857 0.001615160329551224 0.0033309148447075989 0.0012088979550810555 0.0040211481828675835 0.0011054707974835756 0.0055839148709608813 0.0011169463543341243 0.001271839507353433 0.0016265368676613426 0.0020608814547813381 0.0094838704931810031 0.0010912293370046724 0.0014549535737131683 0.040527264046192002 0.0040455721822656434 0.001954711682358834 0.0017785054053289775
leaf_count=197 5 63 22 208 96 28 64 164 175 149 281 41 28 48 683 25 207 7 70 162 3 18 26 129 76 38 741 76 41 39
internal_value=0 -1.56997e-05 0.000507742 -5.85792e-05 -3.97493e-05 -5.79286e-05 -3.31609e-05 -5.31868e-05 -3.03536e-05 -1.1405e-05 0.000891627 7.07268e-06 2.72566e-05 -0.000560119 -0.000959807 7.146e-05 9.1956e-05 0.000128058 0.000151201 3.47768e-05 6.49344e-05 0.000488097 -0.000112295 0.000635027 3.29787e-05 5.85683e-05 8.44211e-05 5.13511e-05 -0.000429876 0.000119604
internal_weight=0 0.105014 0.00795122 0.0970627 0.0957195 0.0945264 0.0922386 0.0909678 0.0891629 0.0879466 0.00581726 0.086792 0.0853354 0.00597252 0.00435736 0.0793629 0.078154 0.0741328 0.0730274 0.0542722 0.0531552 0.0187552 0.00368742 0.0150678 0.0518834 0.0507921 0.049761 0.0483061 0.00600028 0.0423058
internal_count=3910 3713 308 3405 3197 3134 3038 2974 2810 2635 286 2486 2445 759 711 1686 1661 1454 1447 1204 1042 243 44 199 1039 963 935 897 117 780
is_linear=0
shrinkage=0.00140032


Tree=993
num_leaves=31
num_cat=0
split_feature=480 1213 403 52 0 3 1 47 483 11 1 1186 133 52 147 13 16 3 0 12 52 52 52 39 1 403 0 1 49 52
split_gain=0.000372262 0.000362663 0.000379761 0.000604468 0.000404951 0.000619356 0.000613768 0.0010712 0.000638619 0.000605203 0.000677898 0.000579072 0.00100002 0.00056293 0.000499255 0.000468942 0.000628315 0.000421548 0.000403726 0.000754094 0.000609575 0.000380931 0.000827921 0.00047187 0.000518558 0.000621477 0.000767564 0.000469193 0.000602918 0.000484439
threshold=0.086640000000000009 -1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 -0.070894999999999986 0.076695000000000013 0.13562500000000002 0.11939500000000002 0.085195000000000007 0.089560000000000015 1.0000000180025095e-35 0.085080000000000003 0.083815000000000014 -0.053514999999999993 0.088565000000000019 -1.0000000180025095e-35 0.28937500000000005 0.076695000000000013 0.12500000000000003 0.094375000000000014 0.096170000000000019 0.17829500000000004 1.0000000180025095e-35 0.005105000000000001 0.11235500000000002 0.03138500000000001 -0.10071499999999999 0.086915000000000006 -0.069934999999999983 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 13 7 8 9 10 11 12 17 -6 21 16 -7 -5 19 -15 -20 22 23 24 25 26 27 -12 -29 -30
right_child=-2 2 3 4 5 15 -8 -9 -10 -11 14 -13 -14 18 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.001923391222335432 -0.0021689157290310035 -0.0022049659615379163 -0.002479435351671349 -0.0035128460938595439 0.0025293688378814289 0.0029710760325422345 0.0030299494832989162 -0.0037422611281295597 -0.0028904411290105046 -0.0026804017130613871 0.0015509380531364908 0.0021493069869759729 0.00018031013706408107 0.0029394382341408633 0.0032276918679201615 -0.0020243186081382028 -0.00127252371880301 -0.0004963017455475228 -0.0021100988625203198 -0.00080039326982127745 0.0016897717566798391 -0.0015228077653579098 0.0030425038985424199 0.0026153087702975278 0.0018612224709128869 0.0022951369808796385 -0.0032699417942414957 -0.0025582227395085253 -0.0014991511429254406 0.00091613905859287909
leaf_weight=0.0014635709651873155 0.0012476663298923571 0.001119694005142057 0.001357441242012091 0.0024520453716150303 0.003691349786103971 0.0010203556591750207 0.0010008700923482819 0.0012360366215347076 0.0011436868138034453 0.0011621988207859415 0.002104626314372908 0.0010282179642473474 0.0047345416780644467 0.002146605884091545 0.0011059983968944023 0.0018291244421213557 0.0011853622781927697 0.0010355420271110916 0.0016277423475168362 0.0013999878720969416 0.0011200245397731123 0.00137400278767874 0.002007884485766275 0.001317693087795834 0.0023164148389724923 0.0014110863538974181 0.0013751688387997419 0.0018132149209009185 0.0020149843396652933 0.0037045105428461511
leaf_count=583 249 417 327 327 194 56 93 47 183 36 35 31 320 97 78 74 8 14 29 97 18 111 58 95 50 30 165 34 20 34
internal_value=0 2.22076e-05 7.82211e-05 0.000129642 0.000202878 0.000770609 -2.8927e-05 -0.000120761 1.86802e-05 0.000126152 0.000235622 -0.000655538 -0.0010063 0.00130025 0.000636854 -0.000540189 0.000690547 -0.00261717 0.000579433 0.00146317 -0.000561224 0.000489451 0.000642496 0.000342395 0.000139206 -0.000181869 -0.00049926 -0.000103907 -0.000566267 6.52297e-05
internal_weight=0 0.0523 0.0508364 0.0497167 0.0483593 0.0140206 0.0343387 0.0333379 0.0321018 0.0309581 0.0297959 0.00925035 0.00822213 0.00998571 0.0205456 0.00403484 0.00220572 0.00348759 0.00629436 0.00354659 0.00274777 0.0194396 0.0180656 0.0160577 0.01474 0.0124236 0.0110125 0.00963734 0.00753271 0.00571949
internal_count=3910 3661 3078 2661 2334 573 1761 1668 1621 1438 1402 692 661 435 710 138 64 341 241 194 47 632 521 463 368 318 288 123 88 54
is_linear=0
shrinkage=0.00396435


Tree=994
num_leaves=31
num_cat=0
split_feature=1425 4 11 151 480 403 101 1456 1453 1213 128 3 1 0 149 50 47 16 15 39 47 3 156 1 48 2 13 15 12 48
split_gain=0.0016708 0.00179229 0.002447 0.0023101 0.00187121 0.00162798 0.0015879 0.00163505 0.00187769 0.00163532 0.00156301 0.00159044 0.00160003 0.00191354 0.00157221 0.00148356 0.00145552 0.00149684 0.00141947 0.00143155 0.00147669 0.00135777 0.00142913 0.00138727 0.00259026 0.00196719 0.00155233 0.00132242 0.00266703 0.00283941
threshold=1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.27336999999999995 0.08456000000000001 -0.092224999999999988 -0.08175499999999998 -1.0000000180025095e-35 -0.09343499999999999 -0.082704999999999987 0.11637500000000002 -0.10628499999999998 0.076710000000000014 -0.035699999999999989 0.10770500000000001 0.11901000000000002 0.096475000000000019 -0.53943499999999989 -0.11739999999999999 0.16168500000000002 0.14256500000000003 0.31335500000000011 0.10477500000000002 0.10031000000000002 -0.084204999999999988 0.106035 -0.45122499999999993 0.088190000000000004 0.086935000000000012 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 8 -8 -9 11 12 13 -11 18 16 -5 -18 -13 20 21 22 23 25 -25 26 -20 28 -28 -30
right_child=-2 3 -4 15 -6 6 7 9 -10 10 -12 14 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00096357738620735838 -0.0012447058663747563 -0.0012120374026791821 -0.0010681459192583209 0.00093173649509878029 -0.0012435902733710302 -0.0012442660615086328 0.00072063577839734491 -0.0012435480476371856 -0.0011722991646993647 -0.00085973709676577656 -0.0012442897173618127 -0.00051922987943520626 0.00092551238387212807 0.00043325975898839028 -0.0012437547633048001 -0.0005480689896089643 0.00089355800433123754 -0.00055091987751719712 0.00099762982835952994 0.001244109603997668 -0.0012316653251382005 0.0012435571335301264 -0.0012435626731364857 -0.0010059894551314587 0.0005773179228440742 -0.00079914979107574482 7.8918784422219704e-05 0.00042223034158966113 -0.0010820676386687073 0.0007029928083126186
leaf_weight=0.0027973534013079329 0.0017639086680043539 0.0013350874430102513 0.0037535335765674907 0.008849484117973816 0.0019885882663004386 0.0015707548818681962 0.0010633583193937479 0.0014971859054984096 0.0034035323914951556 0.0023252052860129871 0.00138969234279429 0.0065110160638586203 0.0063812525144726342 0.007407149805658265 0.001505705690263425 0.0018560152784630199 0.0019345453401911072 0.002599807165893254 0.0025840393172984468 0.0016140283396453006 0.0013428730871396502 0.0015291666478915991 0.0012782510995794629 0.0017962167201517323 0.014447315842751607 0.0044998145312487017 0.029937081853199654 0.0095502425617599584 0.0066741929467717398 0.0017361553263981477
leaf_count=404 94 20 131 385 246 6 31 283 313 54 50 149 67 36 18 16 17 30 9 19 12 52 78 15 208 132 446 260 306 23
internal_value=0 -2.66549e-05 -8.01879e-05 0.000356341 -4.78938e-05 -2.68223e-05 -3.0097e-06 1.49644e-05 -0.00072168 4.66019e-05 6.5445e-05 8.34447e-05 0.000441619 0.000124343 1.55497e-05 0.000493739 0.000638212 6.53551e-05 3.82579e-05 8.54048e-05 6.05932e-05 8.40335e-05 5.9578e-05 8.2965e-05 0.000402235 -1.1359e-05 5.88627e-05 8.21703e-06 -9.4891e-05 -0.000713576
internal_weight=0 0.135159 0.118584 0.0165749 0.11483 0.112842 0.110044 0.108473 0.00446689 0.104007 0.102509 0.10112 0.0161136 0.00973236 0.0850061 0.0152399 0.0133838 0.00453435 0.0835004 0.0769894 0.0753753 0.0740325 0.0725033 0.0712251 0.0162435 0.0549815 0.0504817 0.0478977 0.0383474 0.00841035
internal_count=3910 3816 3348 468 3217 2971 2567 2561 344 2217 1934 1884 157 90 1727 448 432 47 1709 1560 1541 1529 1477 1399 223 1176 1044 1035 775 329
is_linear=0
shrinkage=0.00124344


Tree=995
num_leaves=31
num_cat=0
split_feature=1365 480 4 128 41 15 43 4 0 16 0 49 42 49 16 42 13 12 16 15 1 48 49 13 131 52 0 16 16 41
split_gain=0.000327056 0.000333131 0.000342745 0.000645706 0.000662323 0.000498999 0.000452089 0.00102285 0.000408646 0.000539689 0.00054106 0.000650785 0.0005802 0.000468626 0.000573147 0.000436188 0.000444203 0.000419741 0.000673106 0.000398903 0.000391841 0.000349158 0.000534116 0.000439981 0.000412571 0.00114429 0.000612505 0.000385744 0.000737299 0.000334432
threshold=1.0000000180025095e-35 0.086640000000000009 0.25367000000000006 0.086435000000000012 0.078535000000000008 -0.14097499999999996 -0.50992999999999988 -0.51381999999999983 -0.017269999999999997 -0.30307999999999996 -0.10575999999999998 0.024250000000000004 1.0000000180025095e-35 -0.088729999999999989 -0.014099999999999998 0.083815000000000014 0.11596500000000001 0.097955000000000014 0.15737500000000001 0.091195000000000012 0.12730000000000002 0.091875000000000012 1.0000000180025095e-35 -0.073069999999999982 0.097135000000000013 -0.11271999999999999 -0.070604999999999987 -0.083144999999999983 -0.057604999999999996 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 19 11 12 13 -11 -15 16 17 18 -10 -9 29 22 24 -23 25 -12 27 -27 -29 -4
right_child=-2 -3 20 -5 -6 6 7 8 15 10 21 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.001908384439514605 -0.0019114692637608069 -0.0017573441302169001 0.00077993740363246596 -0.0026860175228073488 -0.0026501744210454771 0.0022292076994743322 -0.0029500023570360558 -0.0031218442436279784 0.0017238133016835417 -0.001991050452788498 -0.0030415507073863297 0.0032804173171522852 0.0025907716131842173 -0.00010301936504158876 0.0019763935834506995 -0.00089033179258843473 0.0034349254181799027 0.0027184261940052137 -0.0019433477655772017 -0.00021157251833251671 0.0027111432768765487 0.0023673286223896751 -0.0027733952200160276 -0.00056541789366533956 0.0016146467882603612 0.00045187896369862086 0.0019640413960816654 -0.0034515209251424765 -0.00027706891250082658 -0.0011773803441210652
leaf_weight=0.0014560610169433988 0.0010722046793372178 0.0012340708520310458 0.0056716039763387016 0.0010911976598150788 0.0010907663800459036 0.0012063107500992478 0.0012795112548089549 0.0010695320199145463 0.0013602430223573899 0.001064469457674023 0.0017343108985828906 0.0010832562926879072 0.0013428260119496835 0.0060027146396590706 0.0021422305701452775 0.0011213899843518504 0.0010894763651165817 0.0010625756523401364 0.0010613119482156819 0.0011797623952611858 0.0010207678511644502 0.0012804564687831643 0.0010801234014697356 0.0011624184005996343 0.0012777459631618812 0.0038251611749153761 0.0015822498785268849 0.0011331288644036101 0.0037737797782892487 0.001273142218060741
leaf_count=164 74 249 240 237 114 25 56 42 47 34 139 32 27 83 61 40 17 36 108 40 204 54 342 73 160 370 164 296 339 43
internal_value=0 1.42637e-05 5.75407e-05 -6.54501e-05 3.51837e-06 7.52172e-05 0.000149437 8.29042e-05 0.00018943 3.20837e-05 0.000160597 0.000732979 0.000471467 0.000162451 0.000443894 0.00103858 0.00151152 0.000910081 0.000116581 -0.0015954 0.000714577 -0.000234667 -0.000439246 0.00097181 -0.000250059 -0.00044781 -1.16829e-05 -0.000369684 -0.00101013 0.000421113
internal_weight=0 0.0517526 0.0505185 0.042553 0.0414618 0.040371 0.038915 0.0377087 0.0364292 0.0307342 0.0284849 0.0116355 0.0105522 0.00920941 0.00814495 0.005695 0.00457361 0.00348413 0.00242155 0.00224929 0.00796551 0.0168494 0.0144065 0.00244287 0.0133264 0.0120486 0.0103143 0.00873207 0.00490691 0.00694475
internal_count=3910 3836 3587 3100 2863 2749 2585 2560 2504 2256 2174 237 205 178 144 248 208 191 155 82 487 1937 1810 127 1468 1308 1169 1005 635 283
is_linear=0
shrinkage=0.00345121


Tree=996
num_leaves=31
num_cat=0
split_feature=9 1373 150 1455 147 48 151 52 403 484 14 157 51 157 148 12 129 1373 1 15 11 124 3 457 160 3 12 9 13 43
split_gain=0.00118868 0.00108617 0.0011294 0.00167279 0.00161332 0.0018253 0.00154273 0.00141117 0.00117136 0.00215099 0.00117367 0.00122801 0.00176604 0.00171543 0.00117557 0.00120582 0.00117031 0.0012046 0.00114441 0.00215228 0.00147803 0.00128025 0.0010823 0.00147999 0.00113117 0.00104436 0.00103778 0.000973693 0.000958817 0.00184348
threshold=-0.016839999999999997 0.11103 0.082085000000000019 1.0000000180025095e-35 0.088505000000000014 0.082070000000000018 0.056555000000000001 -0.089799999999999977 -1.0000000180025095e-35 0.073820000000000011 0.077685000000000018 -0.07453499999999999 -0.0084849999999999978 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11655500000000001 -1.0000000180025095e-35 0.084345000000000017 0.10521500000000002 -0.095799999999999982 0.08184000000000001 -0.37194499999999991 0.090325000000000003 0.085360000000000005 0.083295000000000022 -0.087654999999999983 -0.065214999999999981 0.091370000000000021 0.17936000000000002 -0.50992999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 25 7 -7 9 -2 11 12 -10 -13 -15 16 -16 18 19 27 28 -20 23 24 -9 -4 -23 -18 -21 -30
right_child=1 -3 4 -5 -6 6 -8 22 10 -11 -12 13 -14 14 15 -17 17 -19 21 20 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010103661652872446 -0.0011321709235440393 -0.0011609264313628418 0.00042567745734954139 -0.0012191928113673535 0.0012114585245532493 -0.00040313405248406726 -0.00039185578149131251 -0.00029700412650346717 0.00089854688639283149 0.00063067440097640975 -0.0010394427810179136 -0.0011478043265638737 -0.00054259506106955327 -0.0010733311256419767 -0.0012191626685715555 -0.00062886646525533551 -0.00085524101565924004 0.0010422014342328105 -0.001063408691527701 0.00018755380791285391 -0.0012192369126623004 0.0012192197664396846 0.0012195035325404629 -0.00053442374616052119 0.0011306111109370795 -0.00093146292851599942 0.0002543488614782229 0.00020212215495216557 0.00066579083974568269 -0.0010766301192661526
leaf_weight=0.0016204281212850438 0.0036384345483535521 0.0012729685839758522 0.0011331852606790704 0.0019101164478337864 0.0021847564762289542 0.002067038982573874 0.0036417370498043047 0.0010999505855267024 0.004628052254013415 0.0014340679615785223 0.0016750871807644776 0.0020677735204654981 0.0017383357059688178 0.0015434129008013988 0.0010720134713153575 0.0042187862890727948 0.00646225455149807 0.0018218372414473541 0.001005872165251275 0.028224746729548444 0.0012952222587614406 0.001834761924538241 0.0037631902675343554 0.001816894074636366 0.0032974995151562325 0.0032867551408157772 0.017060988146081257 0.0016184085743589094 0.0014028692520398067 0.002529273814439569
leaf_count=121 811 19 31 268 89 37 34 41 167 55 76 153 95 78 59 102 195 22 11 779 36 111 27 29 39 139 218 8 19 41
internal_value=0 -4.13479e-05 -2.83293e-05 -9.09397e-05 0.000216546 0.000108438 0.000303411 0.000513629 -6.56665e-05 -0.00063379 -2.97337e-05 -8.19455e-06 0.000505045 -5.34767e-05 -2.11924e-05 2.49769e-06 4.39039e-05 6.53093e-05 3.63396e-05 -7.88358e-05 5.75569e-05 0.000276699 0.000703554 0.000391113 0.000773516 -0.000583519 0.000348037 -0.000643471 0.000108984 -0.000454987
internal_weight=0 0.110746 0.109473 0.0871823 0.022291 0.0201063 0.0156863 0.0120446 0.0852722 0.0050725 0.0801997 0.0785246 0.00636639 0.0721582 0.0700904 0.068547 0.0643282 0.0632562 0.0614344 0.0415328 0.0334521 0.0199016 0.00997753 0.00621434 0.00439745 0.00441994 0.0188958 0.00808066 0.0321569 0.00393214
internal_count=3910 3789 3770 3304 466 377 207 173 3036 866 2170 2094 262 1832 1679 1601 1499 1440 1418 1078 875 340 136 109 80 170 329 203 839 60
is_linear=0
shrinkage=0.00121906


Tree=997
num_leaves=31
num_cat=0
split_feature=31 101 101 484 150 160 1338 401 1186 133 160 50 44 3 0 52 375 39 48 3 457 1 48 2 132 2 4 133 1 12
split_gain=0.00153115 0.00119343 0.00157446 0.00112456 0.00171746 0.00128521 0.00117195 0.00116983 0.000999418 0.000977727 0.00144924 0.00150271 0.00119987 0.00129487 0.00129961 0.00109645 0.00112256 0.00134199 0.00202694 0.00128308 0.00126959 0.00114596 0.00205301 0.00148749 0.00196346 0.00145546 0.0013796 0.00119909 0.0010044 0.00117913
threshold=-1.0000000180025095e-35 -0.08175499999999998 -0.041339999999999995 -0.0043499999999999988 0.094545000000000018 -0.07353999999999998 1.0000000180025095e-35 0.10072000000000002 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.10030500000000002 0.085085000000000008 0.31335500000000011 -0.26606499999999994 -0.53420999999999996 0.08907000000000001 0.005105000000000001 0.12675000000000003 0.11265500000000002 0.085130000000000025 0.10752500000000002 -0.086624999999999994 0.082715000000000025 0.079995000000000011 0.11260500000000001 -0.14301 0.19121000000000002 0.11113500000000003 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -5 -10 -11 12 13 14 -12 -16 17 18 21 20 -19 23 -23 24 26 28 -17 -25 -24 -30
right_child=1 2 3 6 -6 -7 -8 -9 9 10 11 -13 -14 -15 15 16 -18 19 -20 -21 -22 22 25 27 -26 -27 -28 -29 29 -31
leaf_value=0.0013331300645555105 -0.0014576618325318766 0.0012627084271762403 -9.446043296292147e-05 -0.0012977873020914568 0.00091547176089042169 -0.001370609897989782 -0.0014572046954862425 -0.0013024435742009881 -0.00081125699834276349 -0.0009836098914570322 0.0014574227764839087 0.00089590856782044534 -0.0013325443277271698 0.0014569719863355901 -0.0014569554536007149 0.00060516641003856807 -0.0013908390171998315 0.0010321665575293254 -0.0012975429576587111 -0.0007836840737797798 -0.0005664319905148205 -0.0012451707007118814 0.0010376646543996683 8.6786667452566516e-05 0.00082601148101145981 0.001343272065034319 -0.0011338035474738465 -0.0014571376224283071 -0.00075396178263124013 0.00043903374954061769
leaf_weight=0.0017314389555140855 0.0012592410095635378 0.001960911837159073 0.0027863345796657057 0.0012049897907850928 0.001382746715336225 0.0041998513352238254 0.0011796993836696848 0.0014368560512967301 0.0028057737206574887 0.0027417352586149848 0.0013666219587946523 0.0046790372958289686 0.0013142926507043731 0.0014056247430875848 0.0010460968456929001 0.0011303828268864899 0.0011427311673912746 0.0069691022371962674 0.002478666741012602 0.0012692041517539119 0.0012424754758022516 0.0014716702849000294 0.0027509202748206008 0.04714163093085455 0.001738400314259537 0.0037331741715718189 0.0067545250620533312 0.0010924577624704659 0.0027421201911295157 0.0049022423827409511
leaf_count=113 6 3 154 160 23 432 23 188 203 287 24 133 19 107 178 10 16 218 45 12 33 12 18 872 33 89 248 179 28 44
internal_value=0 -4.69816e-05 -3.16772e-05 -5.39206e-05 -0.000568016 -0.000861637 -1.3232e-05 3.05956e-06 2.12495e-05 3.68445e-05 6.08533e-05 9.05679e-05 4.94716e-05 6.95691e-05 4.76503e-05 2.56583e-05 4.35761e-05 6.27661e-05 -1.75874e-06 0.000579577 0.000790286 4.19647e-05 0.000392402 -5.25238e-05 -0.000575509 0.000562977 -0.000884504 5.18182e-05 0.000282756 1.10926e-05
internal_weight=0 0.11733 0.11607 0.114109 0.00836893 0.00698619 0.10574 0.104561 0.103124 0.101919 0.0991131 0.0963714 0.0916923 0.090378 0.0889724 0.0876058 0.0865597 0.085417 0.0759362 0.00948078 0.00821158 0.0734575 0.0156001 0.0578574 0.00962331 0.0141285 0.00788491 0.0482341 0.0103953 0.00764436
internal_count=3910 3797 3791 3788 609 586 3179 3156 2968 2808 2605 2318 2185 2166 2059 2035 1857 1841 1578 263 251 1533 191 1342 291 179 258 1051 90 72
is_linear=0
shrinkage=0.00145689


Tree=998
num_leaves=31
num_cat=0
split_feature=133 160 1 133 15 1 147 12 52 484 50 48 2 151 49 0 15 151 48 13 0 484 150 52 47 47 3 2 13 2
split_gain=0.00032526 0.000581035 0.000362936 0.000678609 0.000507024 0.00077534 0.000661138 0.000468082 0.000625006 0.000464331 0.00050225 0.000819107 0.000851218 0.000492465 0.000896323 0.000447939 0.000439316 0.000451404 0.000416821 0.000616328 0.000431744 0.000416044 0.000394651 0.00034066 0.000330293 0.000545351 0.000484531 0.000310738 0.00029863 0.000254372
threshold=-0.26719999999999994 -0.40446999999999994 0.085835000000000009 -0.15498499999999996 0.088495000000000018 0.11026000000000001 0.089245000000000005 -0.041094999999999993 -0.012244999999999997 -0.0043499999999999988 0.081160000000000024 0.11930500000000001 0.11542500000000001 -0.087654999999999983 -0.07107999999999999 -0.13870499999999999 -1.0000000180025095e-35 0.083140000000000006 0.084260000000000015 -0.09602999999999999 -0.091234999999999983 0.084750000000000006 0.084800000000000014 -0.06724999999999999 0.09550500000000002 0.13302500000000003 -0.015794999999999997 0.090905000000000014 -1.0000000180025095e-35 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 -4 6 -6 7 8 -5 -9 11 12 13 -11 -15 23 18 21 19 -3 27 29 -22 -16 26 28 -17 -20 -26 -18
right_child=1 2 3 4 5 -7 -8 9 -10 10 -12 -13 -14 14 15 24 17 -19 20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0020729167506265246 -0.0027081179995412574 8.0585039418923314e-05 0.0034801593981924582 0.0036888434491763634 -0.0040438110444713394 0.0004074250011520691 0.0033336652803523134 -0.0017792117164382735 8.1940819436141993e-05 0.0023362697082221252 0.0023232109763445625 -0.0026957460804102034 0.0037105840521930531 -0.002533036543772882 0.00025297842427205548 0.00078924925101788552 -0.0018282504337492913 0.0026426038603767216 -0.0031889849224582237 -0.0039187049496582985 -0.00073154300736831762 0.0018449138856729496 0.0027559800050816234 0.0026524448188819335 0.00032113305582551996 -0.0019329179042642628 -0.0024084619477176476 -0.00012266953963354106 0.0029093714563606255 -0.00012884474995181213
leaf_weight=0.001243023536656839 0.0012454289495616713 0.0010149769902234596 0.0011079167231935463 0.0014501148899905836 0.0010913823956478766 0.0015465327041397359 0.0012190558293054812 0.0020140284383181042 0.0017139882484802351 0.0014246771203261241 0.0017557503579976865 0.0016083302261264967 0.0011326540545688593 0.0021876982135466969 0.0020073378568667977 0.0012255013919784067 0.0016973533189233456 0.0010512113571365953 0.0010705776036548098 0.0016614777789634013 0.0011171949012110938 0.0015562666829112013 0.0010103575642119722 0.0018675762511293163 0.0017982749830665057 0.0011199371792827151 0.0021067305267386087 0.0010911668474306024 0.0012257361297685065 0.0095055471414439707
leaf_count=238 290 31 44 166 253 55 103 115 168 38 73 40 106 51 16 147 159 13 92 575 110 42 13 26 57 16 68 31 16 758
internal_value=0 2.03009e-05 8.77502e-05 0.000375274 0.000254554 -0.00143418 0.000426835 0.000283011 0.00173499 6.90701e-05 0.000260357 5.57843e-05 0.000330718 7.48806e-05 -0.000163084 0.000293678 -0.000321933 9.56662e-05 -0.00114987 -0.00240208 -0.000368513 -0.000114173 0.000924654 0.00140944 -0.000284623 0.00047753 -0.00123243 -0.00164122 0.00137024 -0.000386322
internal_weight=0 0.0516248 0.0503794 0.0296032 0.0284953 0.00263792 0.0258574 0.0246383 0.0031641 0.0214742 0.0194602 0.0177045 0.0160961 0.0149635 0.0135388 0.0113511 0.0207761 0.0138104 0.00696575 0.00267645 0.0042893 0.0127592 0.00212755 0.00387491 0.00747618 0.00414395 0.00333223 0.00216174 0.00302401 0.0112029
internal_count=3910 3672 3382 1558 1514 308 1206 1103 334 769 654 581 541 435 397 346 1824 972 852 606 246 959 123 42 304 89 215 123 73 917
is_linear=0
shrinkage=0.00404364


Tree=999
num_leaves=31
num_cat=0
split_feature=9 151 1348 1456 2 160 133 41 4 160 2 2 52 16 160 1456 50 44 129 156 1373 150 51 39 47 0 0 47 13 0
split_gain=0.00211903 0.00137872 0.00152624 0.00174978 0.00142975 0.00201099 0.00158295 0.00135148 0.00146456 0.00136765 0.00134697 0.00169947 0.00144967 0.00122505 0.00132462 0.00196177 0.00159992 0.00147555 0.00129528 0.00133287 0.00128662 0.00121249 0.00141551 0.00136586 0.00170117 0.00175246 0.0022063 0.00240708 0.00120241 0.00117824
threshold=-0.016839999999999997 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.086650000000000019 0.086110000000000006 0.19121000000000002 0.080335000000000018 0.27608500000000008 -0.217635 0.087005000000000013 0.087995000000000004 0.28122000000000008 -0.54165499999999989 -0.09551999999999998 1.0000000180025095e-35 0.083215000000000011 0.085085000000000008 0.094860000000000014 0.11896500000000002 0.099250000000000019 0.085425000000000015 0.084305000000000019 0.16168500000000002 0.13206500000000002 -0.10575999999999998 -0.084304999999999977 0.09550500000000002 -0.5337599999999999 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 10 8 9 -5 -6 -12 13 -13 -15 16 17 18 19 20 28 22 23 24 25 -11 27 -27 -16 -28
right_child=1 2 -4 4 6 -7 -8 -9 -10 21 11 12 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0011195908699202577 -0.001117497302016709 -0.00087939087638262941 0.0011989949409466662 -0.0010892570381976134 0.00097094492966337325 -0.0010916082210376888 -0.0011933383316630236 -0.00089058000084356662 0.0010608856503451216 0.00043097770362727768 -0.0012192266810866815 0.0011888852094466005 -0.0007400940314881186 0.00081123810998002188 -0.00062975387906762212 -0.0012164967213614845 0.00091657593559808109 -0.0011823624200656498 -0.0011183473484109466 -0.0011341689659096993 -0.0011282434874256603 -0.001153930425867148 0.00092776970140522302 0.001219717432429475 -0.0012194696051394949 -0.0012194025487968943 0.00071511723925488753 0.00042901296347828239 0.00023222245661793346 -0.00017517376880781568
leaf_weight=0.002387376553879327 0.0017400005198773263 0.0035787568422869223 0.0014962782647423003 0.0019640885971341495 0.0026348579183697032 0.0033951424429217161 0.0013999791136016784 0.003062516447595697 0.0016900550293748031 0.0081039974577023985 0.0014582693703772956 0.0016402609468180096 0.0028469756512738966 0.0038812542749653281 0.0025383932751452667 0.0016950907906665416 0.0034691346835287176 0.0013791083601972778 0.0012749047273850058 0.0012177575717764446 0.0011313417831786401 0.0013927933817967633 0.0023050951210583639 0.0011781212260757448 0.001945537511346628 0.0050856951822280038 0.0031876970803459337 0.001776255495316903 0.045763783432474232 0.0071961863599856674
leaf_count=121 65 367 42 101 39 102 204 60 61 60 152 44 152 104 17 116 70 12 63 88 19 52 32 4 15 347 34 39 909 419
internal_value=0 -4.01523e-05 -2.44903e-05 -3.99791e-05 -1.3769e-05 -0.000191849 9.03328e-05 -0.000113295 -4.68498e-05 -0.000101694 0.000115669 8.26724e-05 0.000111077 0.000148946 0.000121588 7.58088e-05 0.000114393 6.21862e-05 9.52401e-05 0.000125786 0.000156824 -4.14025e-05 8.94166e-06 -6.54428e-05 -0.000120913 -3.66013e-05 -0.000256322 -0.000792701 0.000186924 9.81323e-05
internal_weight=0 0.121429 0.119689 0.118193 0.114614 0.0422832 0.0723311 0.038888 0.0358255 0.0341355 0.0709311 0.0682963 0.066838 0.063991 0.0623508 0.0584695 0.0567744 0.0533053 0.0519262 0.0506513 0.0494335 0.0321714 0.0307786 0.0284735 0.0272954 0.0253498 0.0172458 0.00686195 0.0483022 0.0103839
internal_count=3910 3789 3724 3682 3315 1326 1989 1224 1164 1103 1785 1746 1594 1442 1398 1294 1178 1108 1096 1033 945 1002 950 918 914 899 839 386 926 453
is_linear=0
shrinkage=0.00121906


Tree=1000
num_leaves=31
num_cat=0
split_feature=158 9 156 14 157 1213 156 1 375 0 133 42 160 457 42 403 4 133 150 2 4 2 43 150 12 2 15 0 52 403
split_gain=0.00140664 0.00151021 0.00127041 0.00113223 0.00138867 0.00158917 0.00145761 0.00126962 0.00122655 0.0013512 0.00149075 0.00139603 0.00166387 0.00179321 0.00158406 0.00174571 0.00161136 0.00147882 0.00148713 0.00151044 0.00155775 0.00228167 0.00158591 0.00142056 0.00151787 0.00141075 0.00134684 0.00184351 0.00120868 0.00122992
threshold=0.11136500000000001 -0.016839999999999997 -1.0000000180025095e-35 0.077685000000000018 -0.074309999999999987 -1.0000000180025095e-35 0.11223000000000001 1.0000000180025095e-35 0.083605000000000013 -0.017269999999999997 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034949999999999994 -0.088669999999999985 0.03138500000000001 0.24280000000000004 0.11166000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 0.11230000000000001 -0.079374999999999987 -0.23067999999999997 -1.0000000180025095e-35 0.1178 -0.073314999999999991 -0.15007499999999999 0.11588000000000002 0.085070000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 8 -4 9 10 -7 14 23 25 15 16 -12 18 -15 -20 21 -21 -22 -13 -25 -14 27 -23 29 -11
right_child=-2 2 3 -5 5 6 -8 -9 -10 28 11 12 13 17 -16 -17 -18 -19 19 20 22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012686901557951219 -0.0011677249767024298 -0.0012684016004028123 -0.00050765691874267351 -0.00084803408148464326 -0.0010345866376126629 -0.0011670293985595705 -0.001247471813322018 0.00075966705196157806 -0.001055192596006266 0.00072294962694038456 -0.00089329351294852705 0.0007409884323671611 -0.00093835127897948863 -0.00092125160318266646 -0.0012506338778725745 0.00068429644751178342 0.00088269913048950649 -0.0011053586022518932 -0.00035996278025286679 0.00042318758372134443 -0.00033464046443244078 -0.001017290483155851 0.0012356503634281106 0.00078885645898273224 -0.00088302499150655182 0.00070214068412777231 -0.0011684090053351577 0.0012347535011746485 -0.00032803660662131939 -0.00049699034759387675
leaf_weight=0.0014584871228144882 0.0017246041843455009 0.0013175960537228351 0.001582101428606375 0.0025608358722228877 0.002503473000311395 0.0018396255901942373 0.0015064051521127544 0.0064792197993028822 0.0017038423904516256 0.010252650753965753 0.0043955439195619839 0.0013814405701850774 0.003819056028486755 0.0016269880210302281 0.0027982685816057016 0.0027211789560244171 0.001010764762527927 0.0012953841913698741 0.0047626282063752958 0.026843082906901738 0.0012695121212651372 0.0011101822819910012 0.0055911142945266326 0.0010090813063232673 0.006502531131451661 0.001082197331925272 0.0025061385659839166 0.0012353499782449262 0.0030761809946469052 0.0015274438806329735
leaf_count=118 158 191 215 111 533 176 102 186 41 150 151 6 86 37 268 50 16 167 84 298 28 8 108 41 440 15 29 35 47 15
internal_value=0 -1.30697e-05 -3.08215e-05 -1.51412e-05 5.88687e-06 -3.77184e-05 -1.02536e-05 0.000510944 1.0603e-05 3.13197e-05 -3.98153e-05 -1.05927e-05 6.52984e-05 0.000153347 -0.000427598 -0.000144229 -0.000561254 0.000230668 0.000269174 0.000313886 0.000397124 0.000278514 0.000945079 -0.000441046 -0.000658431 -0.00057613 -0.000521927 0.000168821 0.000379902 0.000564768
internal_weight=0 0.106768 0.10531 0.103992 0.101431 0.0933701 0.0908666 0.00806132 0.0893602 0.0876563 0.0728001 0.0709604 0.0600347 0.0511416 0.0109258 0.00812749 0.00540631 0.0462404 0.044945 0.043318 0.0385554 0.0316948 0.00686063 0.00889305 0.00751161 0.00490125 0.00485167 0.00234553 0.0148563 0.0117801
internal_count=3910 3752 3634 3443 3332 2931 2398 401 2296 2255 2043 1867 1382 895 485 217 167 794 627 590 506 370 136 487 481 101 72 43 212 165
is_linear=0
shrinkage=0.00126831


Tree=1001
num_leaves=31
num_cat=0
split_feature=1213 403 52 484 52 52 0 39 1 49 52 51 42 51 15 15 39 457 1 49 49 3 2 1 12 4 2 15 52 1
split_gain=0.000331039 0.000352048 0.0005105 0.000363299 0.000534908 0.000403073 0.000780965 0.000776492 0.000587236 0.000655527 0.000633967 0.000478669 0.000471386 0.000631959 0.000548015 0.000452114 0.000609538 0.000671167 0.000416189 0.000648901 0.00060195 0.000444016 0.000661069 0.000752755 0.000665879 0.000451117 0.000481419 0.000514517 0.000434379 0.000426886
threshold=-1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 -0.0043499999999999988 -0.016329999999999997 -0.081429999999999989 -0.017269999999999997 0.096325000000000008 0.10871500000000002 -0.085974999999999982 -0.089799999999999977 -0.030229999999999996 -0.11145999999999999 -0.07742499999999998 -0.26361999999999991 -0.19153499999999998 0.084535000000000013 -0.066264999999999991 0.10031000000000002 -0.07107999999999999 -0.045004999999999996 0.097615000000000021 0.095195000000000016 0.092550000000000007 0.091990000000000016 0.05309500000000001 0.083585000000000007 0.084050000000000014 -0.0025949999999999997 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 -5 11 -11 -7 -14 -15 -16 17 -17 19 -19 -20 22 23 25 -24 26 29 28 -28 -21
right_child=1 2 3 5 -6 12 -8 -9 -10 10 -12 -13 13 14 15 16 -18 18 20 21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021145281457597637 -0.0024401273654069706 -0.0026736414440396055 -0.0035914995831458317 -0.00278333976240242 0.00012116249970109963 -0.0026648080626671552 0.0037267228553047381 -0.0029380123297283703 0.0033471629485627963 0.0016836025653966455 0.0028687195130659938 -0.0020646210541649585 -0.0022961212548243794 0.0026483167610965026 -0.0025099820461136125 -0.0028638297174767551 0.0030349648299831436 -0.0025282540616422453 0.0033428270719106311 -0.0028035795664866714 0.00033163075180832894 0.0022526247878698743 -0.00042143146260457091 -0.0024912932426086852 -0.0044651147092980153 0.0029904187169492516 9.2832495348425724e-05 -0.00047051255944228441 0.0032756566440425893 0.00067425478915489649
leaf_weight=0.0014772317753178324 0.0011257799919728298 0.0013031933041590385 0.0012389417270160796 0.0010921942306936225 0.0020588705910242469 0.00124684357979185 0.0017751149405409459 0.0011511443351901463 0.0016569138733535382 0.0012357070517905475 0.0021330905990772902 0.0015076224961321216 0.0020127497224802218 0.0018400768913189305 0.0012320773701981437 0.0014423137220136431 0.0014873872588170292 0.0019024822329569693 0.0019337420962868279 0.0013818535629743812 0.0041909948038578717 0.00190334722891805 0.0026975856967634817 0.0014882360513377444 0.0011610308582308271 0.0017223128217596093 0.0012899568588249366 0.0023007549241906844 0.0025326291320462158 0.0014329167225026751
leaf_count=592 451 338 216 41 286 83 90 40 50 61 58 89 163 234 59 70 109 52 79 77 108 18 45 85 95 28 19 157 61 56
internal_value=0 2.90141e-05 8.42196e-05 0.000157494 -0.00127363 0.000260652 0.00102602 0.000479788 0.000995737 0.000342971 0.00104319 -0.000376269 3.12164e-05 0.000130223 0.000283125 0.000138534 0.000251573 0.000100369 0.000265198 -4.92279e-05 0.00128235 0.000214096 -2.8295e-05 0.000483021 -0.00163815 0.000898247 0.000495099 0.00119759 0.00220159 -0.00103312
internal_weight=0 0.0514779 0.0503521 0.0490489 0.00329781 0.0457511 0.0105518 0.00877667 0.00762553 0.00596861 0.00487642 0.00274333 0.0351993 0.0339524 0.0319397 0.0300996 0.0288675 0.0273802 0.0259378 0.0198131 0.00612474 0.0179106 0.0160073 0.0121487 0.00385862 0.0106604 0.00893811 0.00612334 0.00382259 0.00281477
internal_count=3910 3318 2867 2529 502 2027 429 339 299 249 208 150 1598 1515 1352 1118 1059 950 880 693 187 641 623 483 140 398 370 237 80 133
is_linear=0
shrinkage=0.0044645


Tree=1002
num_leaves=31
num_cat=0
split_feature=31 156 151 4 11 3 51 47 16 1213 41 149 124 42 38 3 483 43 160 3 3 12 15 12 3 150 1186 1429 156 2
split_gain=0.00103444 0.000976803 0.00094182 0.00122202 0.00108721 0.00104254 0.000980059 0.00108614 0.00112851 0.000935242 0.000957034 0.000884446 0.000897836 0.00123988 0.00091724 0.001106 0.00103671 0.000976055 0.00166088 0.00153136 0.00155478 0.00121458 0.00302999 0.00108807 0.00219587 0.00087758 0.00096458 0.000883501 0.00110109 0.00118849
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.08184000000000001 -0.14539499999999997 0.11024000000000002 0.096475000000000019 -0.53943499999999989 -0.082704999999999987 0.080335000000000018 0.091325000000000003 0.51367000000000018 -0.11403999999999999 0.10777500000000002 0.31335500000000011 0.088030000000000011 -0.074254999999999988 -0.085744999999999988 -0.078669999999999976 -0.10628499999999998 0.085775000000000004 0.088345000000000021 0.089995000000000006 0.10666500000000002 -0.15013499999999999 0.085080000000000003 0.084545000000000009 0.083950000000000011 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5 -9 -7 11 12 13 -11 15 16 17 18 -15 20 -20 -22 -23 25 -25 -19 27 28 29 -27
right_child=1 2 3 6 -6 9 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 23 19 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0010742033453011645 -0.0012683755819260709 -0.0011438820367702396 0.00048184392582431476 0.00094780161354959911 -0.0009269269181845243 -0.001268376096709723 -0.00046370923947150944 0.00084046329539598898 -0.00080551842736777482 -0.000993686992285294 -0.0012684222578510482 -0.0011123268309757987 0.0010279688921239444 -0.00095889567613354767 -0.0010708838475953161 0.0012683815974219362 -0.0011139523571164997 0.00099282047644139778 0.00093394384854058915 0.00079661339227814958 0.00045613594918244459 -0.0012005385845516366 0.00074192307765798629 -0.00099506491286073333 0.00026050437074108643 -0.00043677803573678948 0.00085283836735846317 0.00083760890265182524 -0.0010487753517170223 0.0001522399139135292
leaf_weight=0.0013572811872046833 0.0010317003477138256 0.0011984074331863317 0.0057334704101137382 0.0051376796186533014 0.0022805850137674879 0.0010505063727566091 0.0016729809730122733 0.00124385341547395 0.0014524829153543806 0.0021439601070414307 0.0010428172318661657 0.0012244079111276554 0.0012787946161552091 0.0017113280697309543 0.00129157157589077 0.0011018391017687526 0.0013472873173782087 0.0013985252917336757 0.0025029188995944187 0.0073592517593148452 0.0029897381574858217 0.0038004127526438669 0.0019569576116058585 0.005514451418854649 0.0037742369628688266 0.0089833029164667622 0.0018375557611847162 0.0015337753712358895 0.002033302092719679 0.014254244339557243
leaf_count=113 197 65 106 292 134 347 18 17 24 122 59 41 10 209 30 57 188 9 39 174 130 223 61 542 25 306 27 40 93 212
internal_value=0 -4.13718e-05 -2.71243e-05 -1.18556e-05 -6.40898e-05 -3.81518e-05 0.000417496 0.000605681 -4.62066e-05 -8.06633e-05 -6.26018e-05 -4.41202e-05 -2.45445e-05 -4.50824e-05 -1.29993e-05 9.00315e-06 -1.37459e-05 1.11039e-05 0.000236813 0.000346771 5.2505e-05 -0.000199712 -0.000540287 -0.000105515 -0.000484894 1.17908e-05 -3.61104e-05 -9.70511e-05 -0.000153779 -7.5466e-05
internal_weight=0 0.0898823 0.0888506 0.0876522 0.0781452 0.0758647 0.009507 0.00783402 0.00269634 0.0701312 0.0690807 0.0680379 0.0668135 0.0655347 0.0633907 0.0620991 0.0609973 0.05965 0.0203206 0.0186093 0.01125 0.00874711 0.00575737 0.0393294 0.00928869 0.0300407 0.0286422 0.0268046 0.0252708 0.0232375
internal_count=3910 3797 3600 3535 3184 3050 351 333 41 2944 2597 2538 2497 2487 2365 2335 2278 2090 836 627 453 414 284 1254 567 687 678 651 611 518
is_linear=0
shrinkage=0.00126831


Tree=1003
num_leaves=31
num_cat=0
split_feature=14 157 157 1213 4 51 42 42 43 133 47 158 48 2 454 50 42 3 1 2 2 2 2 52 0 12 13 4 42 1
split_gain=0.000314844 0.000516056 0.000662472 0.000574528 0.000442651 0.000482247 0.000368207 0.000653075 0.000430938 0.000512349 0.000735158 0.000409301 0.000462174 0.000577512 0.000472983 0.000498866 0.000503454 0.000480257 0.000498991 0.00040132 0.000829999 0.000637668 0.000610876 0.000542185 0.000473683 0.000453204 0.000486978 0.000554256 0.000372791 0.000330668
threshold=0.077685000000000018 -0.07686999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0017649999999999999 -0.09021499999999999 -1.0000000180025095e-35 -0.082904999999999993 0.0016850000000000001 0.084630000000000025 0.11566000000000001 0.085745000000000002 0.12675000000000003 0.13606000000000004 -1.0000000180025095e-35 0.10424500000000002 0.11315500000000002 -0.15327499999999997 0.10113500000000002 0.086545000000000025 0.084065000000000015 0.087005000000000013 0.089710000000000012 0.11588000000000002 -0.084154999999999994 0.10297500000000001 -0.091849999999999987 0.0082450000000000006 0.089470000000000008 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 8 9 10 -5 12 14 -14 -8 16 17 28 19 20 29 -21 -23 25 -25 26 -24 -28 -16 -19
right_child=-2 2 3 6 -6 -7 11 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0025397456430086701 -0.0020884049117857002 -0.0030132097082304181 -0.0030480089620564294 -0.0029223560445525579 0.0032069474744211386 -0.00099976327578524303 -0.0022101702346740285 -0.0031887180339679857 0.0020893586723574045 0.0014777204408716745 0.0011180416272776736 -0.0016281386375847399 -0.0036256834450813244 0.00060909621180150987 0.0038543329075159042 -0.00183696131916082 -0.0014115831547265793 0.0010087784509666595 0.0015328191524276371 0.0034714988871587817 -0.0031694389686639304 -0.0021804197086506571 0.0029731708648667882 0.00075327811587767304 -0.0028774733126000931 -0.0010568432406951489 0.0017205335239771783 -0.0011754470435320133 0.00064610224021836881 -0.0013904605951572046
leaf_weight=0.0010487651793571473 0.0011832876608366396 0.0012412803247294204 0.001001384931856252 0.0021802452228041336 0.0014382728304750394 0.0015740366569781672 0.0010787104725746835 0.0014752247291928691 0.0011113538637230747 0.0012560609915687193 0.00111184077660198 0.001880774631781045 0.0010636651850628445 0.0010427637660086475 0.0013790156844262135 0.0014137622512665057 0.0018742126350358981 0.0030871021624605593 0.0068616578699405286 0.0011936707284334611 0.0015366520796085137 0.001359881120052365 0.0025376937983807588 0.001192762782280532 0.0011579209815018041 0.0012967769965896991 0.0033858153053238907 0.0015871375262865861 0.0010379629556567238 0.0013500169727054256
leaf_count=81 126 223 563 187 86 289 61 364 42 107 12 231 50 37 71 138 137 142 361 11 107 75 33 33 64 21 99 53 25 81
internal_value=0 2.1577e-05 -9.86657e-05 -1.9074e-05 0.00140416 0.00041556 4.91588e-05 -0.000792507 -0.000167903 -0.000719471 -0.00155779 0.000210075 0.000307635 -0.0015293 0.000423726 0.00051182 0.000619498 0.000750926 0.000593814 0.00026651 -0.000608203 0.000647597 0.00037832 0.000690163 -0.00103519 0.00115066 0.0015318 0.00079627 0.00247657 0.000278797
internal_weight=0 0.0507564 0.0466953 0.0454541 0.00406107 0.0026228 0.0444527 0.00713473 0.0056595 0.00454815 0.00329209 0.037318 0.0354372 0.00210643 0.0333308 0.032252 0.0308383 0.0289641 0.0265471 0.0196854 0.00597377 0.0137117 0.012518 0.0111581 0.00235068 0.00880742 0.00751065 0.00497295 0.00241698 0.00443712
internal_count=3910 3784 3328 3105 456 370 2542 712 348 306 199 1830 1599 87 1512 1451 1313 1176 1080 719 330 389 378 303 97 206 185 152 96 223
is_linear=0
shrinkage=0.00404364


Tree=1004
num_leaves=31
num_cat=0
split_feature=31 156 4 151 11 14 47 3 4 160 41 33 9 1186 38 3 156 483 149 39 42 1374 4 2 15 159 50 403 15 43
split_gain=0.00114046 0.00107256 0.00107881 0.00177102 0.00155794 0.00119805 0.00112278 0.0010349 0.00116932 0.00110102 0.00108692 0.00104601 0.00121735 0.000988914 0.00100288 0.00139885 0.00114458 0.00116951 0.00107339 0.00129498 0.00150315 0.00109749 0.00108762 0.00123362 0.00171003 0.00146775 0.00140524 0.00133999 0.00119515 0.00118814
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.28937500000000005 -0.27336999999999995 0.08184000000000001 -0.46879999999999994 0.096475000000000019 -0.14539499999999997 -0.48072499999999996 -0.51385999999999987 0.080335000000000018 -0.007134999999999999 0.091370000000000021 -1.0000000180025095e-35 0.10777500000000002 0.31335500000000011 0.10477500000000002 0.088030000000000011 0.091325000000000003 0.16168500000000002 -0.11403999999999999 0.09309000000000002 -0.52333999999999992 0.099015000000000006 -0.11739999999999999 0.10392000000000001 0.10119500000000002 -0.092224999999999988 0.17176000000000005 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -5 -7 8 -3 -9 11 -11 13 -13 15 16 17 18 19 20 -15 22 -22 24 -24 26 27 -26 -25 -29
right_child=1 2 3 5 -6 6 -8 9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 28 25 -27 -28 29 -30 -31
leaf_value=0.0012155464941655805 -0.001456971115940141 -0.00036871229084737899 -0.0014112208240987174 -0.00031635660752203236 -0.0011104528336710734 0.0012002061438650331 8.6777801869410742e-05 -0.0014570366526698681 0.00096183955411864759 -0.0013668182046048393 -0.0014570325587918047 -0.001366357656223213 0.0014585473882224847 -0.001102286139567191 -0.0011903538129156262 0.0014569987546626929 -0.0014569938601398955 -0.001175163027531889 -0.001456546583025446 0.0014575143906605118 -0.001327193680813351 -0.0013228377633811804 -0.0010881333628750857 0.00060615215046926714 -0.0014569651488728441 -0.0014570382780068252 -0.0014569943729442058 0.001023202818603981 -0.00054587891143812654 0.00012472622046065339
leaf_weight=0.0015636956193523224 0.0011184902354639528 0.0020892967349936953 0.0010637510360993483 0.0025657871451301171 0.0029972044429333869 0.0056140757267542085 0.0029232784119557209 0.0012258118995680514 0.0042611953158839802 0.001249531894302435 0.0011738894444590633 0.0011847178293674645 0.0011593286326387888 0.002441462640184521 0.0015342002432277005 0.0013720832165393651 0.0011703835533560794 0.0017649869699608569 0.001021075028802442 0.0013565487179221227 0.0011299537199462714 0.0011907797594545846 0.0029241129748822639 0.014441354887076319 0.0010573030834604138 0.0013035283316158433 0.0011737444752355488 0.0034338134323270699 0.0022029658102837848 0.034623015425769857
leaf_count=113 197 10 20 42 137 267 39 153 96 21 59 157 3 113 30 57 117 216 21 18 16 32 123 357 263 124 181 30 19 879
internal_value=0 -3.80886e-05 -2.24761e-05 0.000384554 -7.78199e-05 0.000556601 0.000818957 -4.20333e-05 0.000524091 -8.68974e-05 -6.56129e-05 -4.46008e-05 -2.29999e-05 -4.58021e-05 -2.47007e-05 -7.02842e-08 -2.81354e-05 -4.26727e-06 2.59908e-05 4.8491e-05 1.9496e-05 6.26397e-05 8.91256e-05 0.000115293 -1.12281e-05 6.44845e-05 0.000113714 0.000160848 0.000453675 0.000205794
internal_weight=0 0.102768 0.101649 0.0121669 0.0894823 0.0111031 0.00853735 0.0864851 0.00635049 0.0801346 0.0789088 0.0777349 0.0764854 0.075326 0.0741413 0.0726071 0.071235 0.0700646 0.0682997 0.0672786 0.065922 0.0634806 0.0622898 0.0611598 0.0445155 0.0415914 0.0402879 0.0391141 0.0166443 0.0380568
internal_count=3910 3797 3600 368 3232 348 306 3095 106 2989 2836 2777 2756 2753 2596 2566 2509 2392 2176 2155 2137 2024 1992 1976 1600 1477 1353 1172 376 909
is_linear=0
shrinkage=0.00145689


Tree=1005
num_leaves=31
num_cat=0
split_feature=31 2 403 50 15 159 1 48 147 52 160 156 3 15 50 401 13 0 12 38 160 15 16 2 15 457 4 403 403 393
split_gain=0.00126446 0.00097981 0.00121156 0.00115078 0.00128485 0.00142724 0.00128914 0.00113578 0.001239 0.00175534 0.00111343 0.00120978 0.00107738 0.00150383 0.00120164 0.00111157 0.00107073 0.00109048 0.00161049 0.00140231 0.000974252 0.000973796 0.00126503 0.000943116 0.00091359 0.00101698 0.00123786 0.00110872 0.00122056 0.000959645
threshold=-1.0000000180025095e-35 0.099015000000000006 -0.092224999999999988 0.10119500000000002 -0.11739999999999999 0.10392000000000001 0.11507500000000002 -0.09386499999999999 0.088035000000000016 0.28122000000000008 -0.087309999999999985 0.11896500000000002 -0.100615 0.079360000000000014 0.10030500000000002 0.019435000000000004 0.17936000000000002 0.18055000000000002 0.11540500000000002 0.12641000000000005 -0.23073999999999997 -0.15202999999999997 -0.5152199999999999 0.10910500000000002 -0.11219499999999999 -0.0015249999999999997 0.15045000000000003 0.09389500000000002 0.092300000000000007 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 12 -4 -3 9 10 -9 16 13 -6 15 20 17 18 19 21 -14 -12 -23 -18 -22 -26 27 28 29 -27
right_child=1 7 3 -5 5 -7 -8 8 -10 -11 11 -13 14 -15 -16 -17 23 -19 -20 -21 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0012645391746442232 -0.0013593018506690181 -0.00080651274114623987 -0.0011609285140506635 -0.001202373628302588 0.0007916497450540527 -0.0014284919194850125 0.00046073962296338449 0.0011370708431319571 0.0014284858937175118 -0.0010741929220638604 0.00091955100657739575 -0.0013642188281335508 -0.0012478202155635795 -0.00054011633641703007 0.001391616533874621 -0.0014036515207225255 -0.0012909260235974933 0.0014287570367978531 -0.0014080290673181655 -0.0011672685209697887 0.00093469748939865882 -0.00086971027701929855 0.00037076073718635881 0.00025081626910507639 -0.0010639102364605234 -5.5894483495200213e-05 0.00097363497558787873 -0.0014285976446994106 0.0014291124711229262 -0.0014285021656532078
leaf_weight=0.0015023585725923985 0.0016836423835209216 0.0024841004575648631 0.0040582426507838045 0.0019807453032749658 0.0068280269991358722 0.0014490084975373732 0.0013271089091446697 0.0025006014341091279 0.0015810524685910812 0.0022840092891949207 0.0053999129658990263 0.0010463190820297888 0.0014105753658387723 0.0023167244683479638 0.0010966116350346047 0.0013385736790061378 0.0017308938917963692 0.0016364449785841719 0.001173422945550894 0.0012365143134047676 0.0018700001173783667 0.0019220150645651206 0.01316674571968825 0.0015205565964144796 0.0020600538087265355 0.030305149084946192 0.0023350621117614869 0.0012375982659360565 0.0010979720973409704 0.0010760311297097749
leaf_count=113 382 34 169 306 90 148 54 84 76 98 154 73 129 81 4 159 19 10 68 10 13 29 449 38 100 853 22 78 2 65
internal_value=0 -5.5524e-05 -0.000163839 -0.000131264 -9.57899e-05 -2.99331e-05 -0.000761302 0.000126918 0.000192794 0.000134679 0.000222798 0.000143505 8.32311e-06 0.000454261 -8.4723e-05 -0.000122611 0.000200279 0.000302348 0.00022185 0.000309883 -8.11835e-05 0.000399031 0.000212749 -0.000569923 -4.00241e-05 -8.78499e-05 -3.20763e-05 -0.000101727 -5.11675e-05 -0.00010296
internal_weight=0 0.101154 0.0634711 0.0617875 0.0598067 0.0544214 0.00538535 0.0376826 0.0351985 0.0336174 0.0313334 0.0288328 0.0529724 0.00914475 0.0438276 0.042731 0.0277865 0.0245351 0.0228986 0.0217252 0.0413924 0.0204887 0.0150888 0.00325145 0.0399819 0.0381119 0.0360518 0.0337168 0.0324792 0.0313812
internal_count=3910 3797 2655 2273 1967 1744 223 1142 1108 1032 934 850 1596 171 1425 1421 777 720 710 642 1262 632 478 57 1133 1120 1020 998 920 918
is_linear=0
shrinkage=0.00142833


Tree=1006
num_leaves=31
num_cat=0
split_feature=44 3 39 48 51 2 15 159 1 160 160 15 51 160 4 12 0 0 3 0 0 160 403 43 51 484 15 0 2 0
split_gain=0.000317311 0.000527149 0.000332176 0.000594606 0.000610647 0.000715276 0.000688041 0.000804209 0.000584711 0.000523804 0.000707048 0.000520146 0.000513515 0.000477214 0.000598271 0.000421861 0.000372257 0.0007524 0.000859965 0.000499071 0.000584772 0.000883602 0.000618127 0.000663626 0.000491796 0.00037995 0.000636888 0.000819547 0.000549732 0.000340131
threshold=1.0000000180025095e-35 0.30601500000000009 0.005105000000000001 0.12649500000000002 0.12664500000000004 0.10274500000000002 -0.11739999999999999 0.09141500000000001 0.086245000000000002 0.084100000000000022 -0.081069999999999989 -0.15202999999999997 -0.26158999999999993 -0.23073999999999997 0.24280000000000004 0.10371500000000002 -0.070894999999999986 -0.053834999999999994 -0.10942499999999998 -0.10071499999999999 -0.084794999999999995 0.031805000000000007 0.03138500000000001 -0.083899999999999988 0.08955500000000001 0.084750000000000006 -0.10312999999999999 -0.10209999999999998 0.086545000000000025 0.18055000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 13 -4 10 -7 -12 -10 -8 15 16 19 -18 -19 24 21 -21 23 -22 25 26 -15 28 -28 -13
right_child=-2 -3 8 -5 -6 9 7 -9 12 -11 11 29 -14 14 -16 -17 17 18 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0026567331244735709 -0.0018646518845973103 0.0031158113347548796 -0.0014032822285048217 -0.002754545578727991 -0.0034193836692676203 0.0033735522396965969 -0.0028092987382176238 -0.0033206946899365748 -0.00066033209136223247 0.0029083427568544068 0.0019963546941495457 -0.0014843083090072702 0.0026858085029156189 -0.0026796952773286142 0.0030000738718421447 -0.0023333711873982648 0.0036850466444113723 0.0027091218545214155 -0.0020046118635640318 -0.0043771555217932342 0.00077140113182979861 0.00027921789481903539 0.0016263616221563271 -0.0035337365021270929 -0.0017219672474863309 0.0031479898003894087 -0.0010434946401102689 0.0042200034164145061 0.0018880973331442499 0.0013016923563435698
leaf_weight=0.0022199583336091856 0.0017422898704921854 0.0010421919298728701 0.0015099829472537954 0.0016320652197820964 0.0010120613583319551 0.0013559374793764567 0.0010775982306525924 0.0014332201710036676 0.0012170163290505798 0.0022301972122225067 0.0016691545259988061 0.0036552182669098432 0.0031601456594936295 0.0010054664529697286 0.0013500525391094689 0.0013915532381527642 0.001600482451100671 0.0012796480148722367 0.001763053239799652 0.0018340064663638538 0.0013457109464335426 0.0013594704624997622 0.002375604832086653 0.0013991461022755487 0.001575616087146515 0.0012703756109431197 0.0027306622544678314 0.0012645137847755328 0.0022230768633946241 0.001089824696236974
leaf_count=181 71 148 87 74 125 63 225 215 14 86 59 337 326 15 36 127 92 36 67 527 164 59 127 480 31 24 63 7 36 8
internal_value=0 3.54726e-05 -3.00026e-05 -0.000163084 -6.11982e-05 2.2721e-05 -0.000310358 -0.000126165 0.000945276 0.00103855 0.000501883 -0.000105178 0.00175546 4.43805e-05 0.000163717 6.89968e-06 0.000148326 0.00125568 -2.21892e-05 -0.000131358 -0.000925035 -0.00239493 -8.30749e-06 -0.00142307 0.000523931 0.000940535 0.000552328 0.00107493 0.000272108 -0.00084443
internal_weight=0 0.050073 0.0490308 0.0431437 0.0415116 0.0404995 0.0304992 0.0282793 0.00588714 0.0100003 0.00777013 0.0064142 0.00437716 0.026846 0.0257684 0.0244184 0.0230268 0.00464318 0.0030427 0.0183836 0.00831394 0.00319348 0.00512046 0.00274486 0.0100697 0.00849409 0.00722372 0.00621825 0.00495374 0.00474504
internal_count=3910 3839 3691 3264 3190 3065 2512 2331 427 553 467 404 340 2116 1891 1855 1728 195 103 1533 1357 586 771 644 176 145 121 106 99 345
is_linear=0
shrinkage=0.00437696


Tree=1007
num_leaves=31
num_cat=0
split_feature=31 4 151 11 14 47 3 3 48 151 403 15 1186 133 42 16 12 157 15 1373 132 151 150 14 475 151 160 376 43 3
split_gain=0.00110797 0.00106615 0.00127839 0.00112487 0.00109556 0.0011351 0.00108845 0.00105362 0.00104735 0.00102273 0.000987105 0.000948273 0.000873822 0.00090484 0.00100366 0.00110358 0.000861739 0.000823221 0.000764945 0.000976639 0.000836527 0.000840274 0.00083176 0.00105118 0.000995428 0.00107021 0.00102004 0.00130734 0.00180348 0.00164879
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.27336999999999995 0.08184000000000001 -0.46879999999999994 0.096475000000000019 -0.10628499999999998 -0.078884999999999997 0.082070000000000018 -0.095804999999999987 0.089450000000000016 0.13393000000000002 0.085080000000000003 0.083815000000000014 0.084100000000000022 -0.083144999999999983 0.080120000000000011 0.00087500000000000013 -0.097794999999999979 0.089210000000000025 0.10071500000000001 0.11193000000000002 0.12082500000000002 0.073890000000000011 -0.06890499999999998 0.056555000000000001 -1.0000000180025095e-35 0.11605500000000001 -0.073684999999999987 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -6 8 11 10 -9 16 12 13 -8 15 -15 -2 18 -11 20 21 22 23 24 -20 26 -26 28 -28 -30
right_child=1 2 4 -5 5 -7 7 9 -10 17 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0010330803398650881 0.00081694818870004708 -0.0012550977914554875 -0.00045671150252465058 -0.0010747939190757204 0.00093367024178238345 -0.00012454263125258899 -0.0011255234146320774 0.0004975784307207807 0.00095024070369134519 -0.00058974495386016892 -0.0011896670426780843 0.00060127873801630509 0.00014479322621365834 0.00076925863024868211 -0.00097286861972966797 -0.00077321151024485222 -0.00015363855637743191 -0.0011065386576002434 0.0008597400671886688 -0.0012477901296577148 -0.0011721128098112546 -0.0010244097786241628 0.00071121049222417634 -0.001294000543539285 -0.00067066808603673137 -0.0010429646085096033 0.00092097284214048771 -0.0012880082237505365 -0.00039724976781007579 0.00049672764465732685
leaf_weight=0.0011486283959185597 0.0020003877093763833 0.0010011455649419085 0.0025076498399840838 0.00299733132327784 0.004510387108470403 0.002719177400805961 0.0071721659868195786 0.0029774245573719318 0.0019939070538672618 0.0087579758352096526 0.0011771663864541546 0.0010016918794235599 0.0018127836268533324 0.0017011627469660784 0.0031039987096129762 0.0014278556902316275 0.0065236532328289965 0.001953939901425005 0.0019064524450458356 0.0013326922299370372 0.0012149639155030192 0.0014984955588772655 0.002327080800029079 0.0011700063625248438 0.0035635687163459986 0.0019015567680185077 0.0040923957466079122 0.0011017458814421835 0.008917636282971042 0.0056342283610888453
leaf_count=113 30 20 47 160 279 41 900 54 41 193 39 17 55 47 426 193 135 118 65 18 43 25 19 20 262 16 118 6 344 66
internal_value=0 -0.000245577 0.000136962 -0.000297403 0.000280089 0.000535656 -0.000266851 -0.000332625 9.62953e-05 -0.000236911 -7.92177e-05 -0.000617945 -0.000698197 -0.000812195 -0.000451657 6.53878e-05 7.41348e-05 -0.000285109 -0.000248143 -0.000161829 -0.000118404 -7.85384e-05 -3.22409e-05 -9.3401e-05 -4.16003e-05 -0.000109759 -3.36298e-05 8.13367e-05 0.000162255 -5.11173e-05
internal_weight=0 0.0900006 0.0107384 0.0792623 0.00973721 0.00722956 0.0762649 0.0645698 0.0116951 0.0483502 0.00970121 0.0162197 0.015218 0.0134052 0.00623302 0.00312902 0.00852404 0.0453727 0.0434188 0.0346608 0.0333281 0.0321132 0.0306147 0.0282876 0.0271176 0.0252111 0.0233096 0.019746 0.0186443 0.0145519
internal_count=3910 3797 387 3410 367 320 3250 3005 245 1367 204 1638 1621 1566 666 240 165 1313 1195 1002 984 941 916 897 877 812 796 534 528 410
is_linear=0
shrinkage=0.00129368


Tree=1008
num_leaves=31
num_cat=0
split_feature=158 31 156 1425 4 482 401 1374 133 2 15 50 2 41 132 146 50 50 44 1 52 13 11 1 3 160 15 15 42 12
split_gain=0.00146041 0.00152625 0.00101411 0.000990984 0.00146169 0.00100837 0.00100989 0.000992229 0.00101422 0.000935272 0.00200255 0.0012768 0.00109523 0.0016266 0.00126142 0.00108465 0.000999192 0.00142608 0.000978597 0.00105008 0.00114295 0.00118418 0.000981125 0.000973269 0.000942492 0.001425 0.00119382 0.00132809 0.00113556 0.00156006
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.092060000000000017 0.10072000000000002 0.09309000000000002 0.19121000000000002 0.099015000000000006 -0.11739999999999999 0.10119500000000002 -0.13811499999999996 0.078610000000000013 0.086470000000000005 0.085665000000000019 0.10030500000000002 0.086465000000000014 0.088980000000000017 0.10420500000000001 0.11401500000000002 0.17936000000000002 0.088630000000000014 0.12200500000000002 -0.15327499999999997 -0.23073999999999997 -0.106555 -0.10312999999999999 0.094935000000000005 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 23 12 -12 14 16 18 17 24 19 20 21 -11 -21 -4 -14 -26 -27 -28 29 -29
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 15 11 -13 13 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0013733089280029297 -0.0012559975168330093 -0.0013729447454903338 -0.0011992137732481387 -0.0013736144690458072 0.0011055745456829225 -0.0013274463157741151 -0.001258769931491746 -0.0011055531402748102 -0.00086119616478190887 0.0005376295624367908 0.0012131901091099618 -0.001372945109528812 0.0010703997011246877 -0.0013729816991783247 -0.0012497302393843584 -0.0010658761384114395 0.0013346902239200296 -0.0013730724600088957 -0.00052241424143352954 0.00079143933236417829 -0.00052029123897235209 -0.00057959759996316471 -0.00054374555101033078 0.00025535948019519207 -0.0013730571668956828 0.00096662953143830481 -0.0013733111772372499 9.9646375658271648e-05 0.0007658965876391053 -0.0009732568155805878
leaf_weight=0.0014740009937028722 0.0018148319293505013 0.0010548633873027615 0.0039924435485255696 0.0010082074393946696 0.0021814097006753732 0.0011175959807184768 0.0012154923292144728 0.0015027117979684581 0.0024004578400065304 0.0098578277406131676 0.0014868024464540488 0.0012129779527848541 0.0018421339453311555 0.0015365576248163029 0.0013412941367327838 0.0011691238953517305 0.0012047774125676361 0.0012583079312133974 0.0026097637105522145 0.01083908274248202 0.003898269780824081 0.0021842829942055894 0.0011470482359072784 0.0011074940639801412 0.0012561542793905192 0.0028600242835636813 0.001202118170965597 0.028990573026133976 0.0041845008985994516 0.0028011175659718992
leaf_count=110 167 191 154 70 162 122 188 53 354 252 46 180 17 64 76 14 3 107 30 270 87 30 30 25 110 16 11 816 54 101
internal_value=0 -1.3333e-05 -3.40911e-05 -1.95923e-05 -5.43116e-06 -3.11538e-05 -1.5593e-05 8.52116e-07 1.92472e-05 4.32686e-05 -6.29736e-05 1.87779e-05 5.25645e-05 1.69682e-05 6.24666e-05 0.000231849 0.000101064 6.75864e-05 0.000281535 0.000356664 0.00012582 0.000334979 0.000663665 -0.000883341 0.000109611 6.67504e-05 0.000111923 4.61724e-05 9.36034e-05 5.11451e-06
internal_weight=0 0.0999374 0.0984634 0.0974086 0.0964003 0.0942189 0.0931013 0.0918858 0.0903831 0.0879827 0.0562773 0.0511773 0.0499644 0.0484776 0.046941 0.0317054 0.0455997 0.0443949 0.0305363 0.0279265 0.0159404 0.0120421 0.0119861 0.00509994 0.0431366 0.0412945 0.0400383 0.0371783 0.0359762 0.0317917
internal_count=3910 3743 3633 3442 3372 3210 3088 2900 2847 2493 1780 1601 1421 1375 1311 713 1235 1232 699 669 369 282 300 179 1125 1108 998 982 971 917
is_linear=0
shrinkage=0.00137286


Tree=1009
num_leaves=31
num_cat=0
split_feature=31 156 1425 4 52 2 15 159 14 2 41 33 1186 49 16 403 1 52 9 3 11 50 44 3 15 15 128 4 157 12
split_gain=0.00135018 0.00121347 0.0011349 0.00187479 0.00110327 0.00139544 0.00164571 0.00132493 0.00126475 0.00129784 0.0015382 0.00128085 0.00122513 0.00119366 0.00125768 0.00118377 0.00114088 0.00112492 0.00104137 0.00099533 0.000926829 0.00111893 0.00133294 0.000914795 0.000902008 0.00203413 0.0014228 0.00111656 0.0013352 0.00126636
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.18936500000000003 0.099015000000000006 -0.11739999999999999 0.10392000000000001 0.077685000000000018 -0.13811499999999996 0.078535000000000008 -0.007134999999999999 -1.0000000180025095e-35 0.27003000000000005 -0.54165499999999989 -0.092224999999999988 0.12200500000000002 0.63223000000000018 0.091370000000000021 -0.15121499999999996 0.10202000000000001 0.12226000000000002 0.088980000000000017 0.31335500000000011 -0.106555 -0.098459999999999978 0.086435000000000012 0.15927500000000003 0.08511500000000001 0.10371500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 16 8 9 -8 11 -11 -13 14 -7 -14 -3 -6 19 -17 21 22 23 -16 -21 -26 27 28 29 -27
right_child=1 2 -4 -5 17 13 7 -9 -10 10 -12 12 15 -15 20 18 -18 -19 -20 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0010744123287509684 -0.0011952352546694882 -0.0010269160672267668 -0.0011958083991647809 0.0010270776380956719 -0.0007489753342806041 0.0011887734141110796 0.0011281493479955718 -0.0011952751647002129 -0.0011953377319548581 -0.0011955365059881735 -0.0011952631512411869 -0.001195269168755058 -0.0011952152919044968 -0.0010196969357193827 0.00015247082656488564 0.001116907949783428 0.0002614874028905172 0.00039727793535207772 0.0011966068024651482 0.00062134158812404954 -0.00094367196828655097 0.0010189377308557012 -0.0011327378871633922 0.0011952379218042374 -0.0011954715020817276 0.00013033965041946689 -0.0011955325171801477 0.00087768779944609856 -0.0011952918509184481 -0.0011953178525505315
leaf_weight=0.0015694669345629455 0.0012881516438651977 0.0042858589059437948 0.0011750270581005742 0.0024100127117048223 0.0055072516366607696 0.0018763493355926633 0.0014421739781127476 0.0014033326359916823 0.0012734749588112484 0.0012163444039288143 0.0015464466777501676 0.0011083479649167663 0.0010229266691448293 0.0011123489484550211 0.023332593174111516 0.0012715360951460605 0.0012734087266323968 0.0015720594388781706 0.0012146467156526333 0.0035446564419743176 0.0010134249064179804 0.0022972966770744554 0.0011099966386609586 0.001266965104957051 0.0019583959545617013 0.031376320878894998 0.001257619460329539 0.0024437558543013429 0.0012032053733761474 0.001064221418831445
leaf_count=113 197 169 70 165 370 50 44 151 60 14 49 148 287 25 589 13 28 26 2 22 16 36 11 62 30 962 104 17 39 41
internal_value=0 -4.24554e-05 -2.79793e-05 -1.44471e-05 -3.98028e-05 -4.7873e-06 -0.00011243 -4.90746e-05 -1.86935e-05 1.03061e-05 -2.17897e-05 1.54872e-05 4.65206e-05 0.000196673 0.000240465 7.62104e-05 -0.000731794 -0.000494434 0.000104899 7.48434e-05 0.00017915 0.000219779 0.00014837 0.000206177 4.39197e-05 -8.15608e-06 5.41073e-05 9.76562e-05 4.09976e-05 8.68511e-05
internal_weight=0 0.103868 0.10258 0.101405 0.098995 0.0919156 0.0599067 0.0543474 0.0529441 0.0516706 0.0502284 0.048682 0.0474656 0.032009 0.0308966 0.0463573 0.00555927 0.00707931 0.0453344 0.0441197 0.0290203 0.0280069 0.0257096 0.0245996 0.0428482 0.0393035 0.0373451 0.0360875 0.0336437 0.0324405
internal_count=3910 3797 3600 3530 3365 2969 2180 1983 1832 1772 1728 1679 1665 789 764 1517 197 396 1230 1228 714 698 662 651 1215 1193 1163 1059 1042 1003
is_linear=0
shrinkage=0.00119516


Tree=1010
num_leaves=31
num_cat=0
split_feature=31 151 4 11 50 480 1213 0 403 48 147 133 15 484 4 52 149 1429 156 43 1 50 1186 133 13 47 14 1 1 16
split_gain=0.00118456 0.00111249 0.00178117 0.00143599 0.00123289 0.000955189 0.000964716 0.000884159 0.00130781 0.00132078 0.00135324 0.00126028 0.00117749 0.00104018 0.00101077 0.00124124 0.000971332 0.000978102 0.00147929 0.000950115 0.00132527 0.00142971 0.00104076 0.0012384 0.00147868 0.000875721 0.00092846 0.000860904 0.00113005 0.000854687
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.08184000000000001 0.11901000000000002 0.08456000000000001 -0.082704999999999987 -0.017269999999999997 -0.092224999999999988 -0.09386499999999999 0.088565000000000019 -0.26719999999999994 -1.0000000180025095e-35 0.09129000000000001 -0.49837999999999999 0.10433000000000002 0.097720000000000015 0.084545000000000009 0.083950000000000011 -0.34918499999999997 0.14000500000000002 0.10156500000000002 0.085080000000000003 -0.0023199999999999996 -0.09547499999999999 0.096475000000000019 -0.46879999999999994 0.10031000000000002 0.11215000000000001 0.025915000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 25 6 -3 8 -8 -10 11 -11 -9 16 15 -14 17 18 19 -13 21 22 23 24 -21 26 -4 -25 29 -29
right_child=1 2 4 -5 -6 -7 7 12 9 10 -12 13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0012056097857045072 -0.001290280806951668 -0.0014003912611624198 6.0863283320328071e-05 -0.0010779839159081321 -0.00064540582792913079 -0.001400404033749157 -0.0014003858123284481 0.0012661607154341116 -0.0012584001372108885 -0.0014004610121237356 0.0011506470569545295 -0.00080091013428313122 -0.0011321106690938053 -0.0012108323340784693 0.00042660156559104256 0.00036602256718457716 -0.0013239611617863309 0.00091035540241452407 -0.00087866241886180938 0.00064517569936793293 0.001113268582338679 -0.0011040325662908723 0.00098702139421312377 -2.418177542792911e-05 -0.0011382988587394875 4.6982171828733742e-05 0.0013221413705350269 0.0013082915785038135 3.4507960650371399e-05 3.7211357632282804e-05
leaf_weight=0.0014717197232103621 0.001420555919349197 0.0010355789931051343 0.0015283099941996179 0.0028871027649448591 0.0015454919614512628 0.0010511162777214747 0.001495342181848879 0.0020363066602442368 0.0018043772603846256 0.0013820634663859179 0.0018081266551739352 0.0025860472315137875 0.0022915907476530615 0.0014744601919585145 0.0074378842712690121 0.0020586576741266072 0.001101030279613723 0.0022440560979024573 0.0037811270836898272 0.0012452551230630604 0.0022773355105982765 0.0021210356565939384 0.0023139380919445776 0.028954915160883443 0.0034019306389904127 0.0026989174886864475 0.0045564786458642806 0.0034942548579124377 0.006194648603781161 0.0014752884470112804
leaf_count=113 65 345 34 157 17 248 383 33 30 188 63 71 66 142 83 16 29 96 199 19 25 158 30 571 247 41 263 61 102 15
internal_value=0 -5.99291e-05 -4.21459e-05 -0.000106748 0.000507944 -7.37849e-05 -5.71876e-05 -4.04245e-05 -0.000105052 -7.6424e-05 -4.4039e-05 -7.77663e-05 0.000282868 -4.85947e-05 0.000113011 -0.000423153 -2.05893e-05 3.29245e-06 -3.18959e-05 2.73245e-05 6.89312e-05 2.05928e-05 7.12589e-05 2.39238e-05 -0.000660401 0.000710876 0.00100535 0.000103192 0.000433544 0.000930951
internal_weight=0 0.0997032 0.0982827 0.0879535 0.0103292 0.0850664 0.0840153 0.0829797 0.0691552 0.0676599 0.0658555 0.0640474 0.0138244 0.0626653 0.0117881 0.00435025 0.0611909 0.0600898 0.0578458 0.0540646 0.0514786 0.0492013 0.0470802 0.0447663 0.00464719 0.00878371 0.00608479 0.0401191 0.0111642 0.00496954
internal_count=3910 3797 3732 3377 355 3220 2972 2627 2429 2046 2016 1953 198 1765 165 82 1623 1594 1498 1299 1228 1203 1045 1015 266 338 297 749 178 76
is_linear=0
shrinkage=0.00140032


Tree=1011
num_leaves=31
num_cat=0
split_feature=1429 4 11 403 52 483 150 160 483 48 0 49 403 3 150 12 42 0 15 12 13 4 151 15 2 2 2 457 1 0
split_gain=0.000360314 0.000368134 0.000753798 0.000401126 0.000790878 0.000398173 0.000350147 0.000540018 0.000476087 0.0004319 0.000516316 0.000760193 0.000455048 0.000501218 0.000571787 0.000419814 0.000726022 0.000580174 0.000619011 0.000568821 0.000478159 0.000437714 0.000379014 0.000524607 0.000540118 0.00063741 0.000671642 0.000510399 0.000354119 0.000306235
threshold=-1.0000000180025095e-35 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -0.080899999999999986 0.088030000000000011 -0.20684999999999998 -0.217635 -1.0000000180025095e-35 0.096835000000000018 -0.074249999999999997 -0.045004999999999996 0.09389500000000002 -0.010319999999999998 0.091630000000000003 0.085325000000000012 0.088235000000000022 -0.07773999999999999 0.085285000000000014 0.092365000000000017 -0.0082649999999999998 0.08734500000000002 0.056555000000000001 -0.10312999999999999 0.092865000000000017 0.098195000000000018 0.106035 0.084550000000000014 0.083065000000000014 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 -9 12 11 -11 13 14 15 28 17 18 20 -18 -17 -21 23 -15 27 -26 -27 -25 29 -10
right_child=1 -3 -4 5 -6 -7 7 8 9 10 -12 -13 -14 22 -16 16 19 -19 -20 21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0022995186032327046 0.00064224471129056241 0.00092754913154558525 -0.0029135901220547315 0.0022354214477810831 -0.0035480593373011641 -0.0022419508423515899 -0.0019517039955350504 -0.0021337036118636026 -0.00039947891611535208 0.002562059860540848 0.0030809318250016207 -0.0014046851144591322 -0.0016672150614112727 -0.0020254234727963105 -0.0021280647162516225 -0.0019979986369005869 0.0030288900461109603 0.0010930636553180865 -0.0038107898654479266 -0.001156400866502056 0.0015760282976584458 0.0018691614489649941 -0.0021115063150147768 0.00035813943244151174 -0.0033560243296660106 0.0024638110394770577 -0.0014134921897357273 0.0030185203369567813 0.0030545149212565272 0.00191319707596154
leaf_weight=0.0010028267401200877 0.0012980684388567143 0.005616307092652705 0.00134761287905416 0.0011139919136411427 0.0013179876155474937 0.0010554519490371663 0.0018311091603327714 0.0012628496129574165 0.001382174490130339 0.0012751432804609664 0.0016120538060242487 0.0015591239154271186 0.0020012523777462312 0.0017655152221323087 0.0010000357456387823 0.0011854666614699028 0.0019713092905906393 0.0018893274782669865 0.0011513053382701255 0.0013921587515661749 0.0010036402858377615 0.0013848971148036071 0.0015258748916267004 0.0056143162767163871 0.0011142990819905663 0.00104611592511894 0.0017073401707530245 0.0012870801664739417 0.0018538036383981549 0.0020859067725122965
leaf_count=181 100 435 121 21 797 248 266 234 104 29 72 62 243 34 122 80 63 89 81 85 40 11 33 84 18 25 54 21 117 40
internal_value=0 6.56369e-06 -0.000105797 -2.11241e-05 -0.00146886 6.88978e-05 0.000128362 6.95368e-05 0.000166753 0.000245679 0.00135922 0.000379963 9.26849e-05 0.000208691 0.000663403 0.000845859 0.000384899 -0.000594489 -0.00154896 0.00146357 -0.000359414 0.000352425 -0.000318446 -0.000100172 0.000215457 -0.000924437 5.96051e-05 0.000854289 0.00171012 0.0009915
internal_weight=0 0.0516515 0.0460352 0.0446876 0.00261606 0.0420715 0.0410161 0.0399021 0.038071 0.0368081 0.00444632 0.00283427 0.0323618 0.0303606 0.0163 0.0153 0.0099781 0.00522974 0.00334041 0.00474837 0.00218911 0.00277706 0.0140605 0.0125347 0.0107692 0.00386776 0.00275346 0.0069014 0.00532188 0.00346808
internal_count=3910 3729 3294 3173 897 2276 2028 2007 1741 1507 163 91 1344 1101 832 710 449 290 201 159 120 96 269 236 202 97 79 105 261 144
is_linear=0
shrinkage=0.00381041


Tree=1012
num_leaves=31
num_cat=0
split_feature=151 4 11 50 1213 480 31 47 16 14 2 150 39 0 133 480 47 43 43 43 1 3 0 2 3 12 16 4 4 3
split_gain=0.00105017 0.00132832 0.00130944 0.00117584 0.00106976 0.00108267 0.00123094 0.00106427 0.00120753 0.00108306 0.000994874 0.00158221 0.00131198 0.001378 0.00121241 0.00124793 0.00115145 0.00120861 0.00132356 0.000916875 0.00090564 0.00278481 0.00139043 0.00138293 0.00171628 0.00166564 0.000997678 0.000912764 0.000851118 0.000859598
threshold=-0.52174999999999983 0.28937500000000005 0.08184000000000001 0.11901000000000002 -0.082704999999999987 0.08456000000000001 -1.0000000180025095e-35 0.096475000000000019 -0.53943499999999989 -0.46879999999999994 0.086545000000000025 0.085360000000000005 0.16168500000000002 -0.23029999999999998 0.19121000000000002 -0.065749999999999989 0.13206500000000002 -0.074254999999999988 -0.0037249999999999996 -0.075819999999999985 0.077800000000000022 0.076695000000000013 -0.060094999999999989 0.10393500000000001 -0.083604999999999985 0.083715000000000026 0.032820000000000009 -0.16401499999999997 -0.49837999999999999 -0.097214999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 9 -9 -3 11 12 13 -8 15 -12 17 19 -19 -15 22 -22 23 24 -17 -26 -23 -28 -24 -30
right_child=1 3 -4 -5 5 -7 10 8 -10 -11 14 -13 -14 16 -16 20 -18 18 -20 -21 21 26 28 -25 25 -27 27 -29 29 -31
leaf_value=-0.0011977775926958099 -0.0013196274668151064 1.5893841913309805e-05 -0.00097868145358721219 -0.00060285822800176174 0.0013198644279486887 -0.0013196326601958477 0.0012069099621239429 0.00088527867771221542 -0.00083364817377297039 0.0012550287015231424 -0.0013197364416775287 -0.001241064905256438 0.0013202233386331653 2.3564820957158381e-05 -0.0013197557026682764 -0.00093971359392716603 -0.0012038410974247204 -0.0013196901072006807 -0.00022621663921827619 0.0011514836492093653 0.0011235733763537467 0.00023102695302764932 -0.00018226055018042724 -0.0013197322208111371 -0.0013196766100705285 0.00037784158272947336 -0.0011353848476581357 0.00024508992141752169 0.0010162640076224006 0.00012678256001776622
leaf_weight=0.0013095660916491161 0.0011115214010508625 0.001682098569670388 0.0026326064164976506 0.0016285580209114423 0.0012137903142281905 0.0010955211739167572 0.0011922299979261154 0.0013071071068679885 0.0015619224687526412 0.004551527249920361 0.0010248104763335144 0.0023883607824615174 0.0010571371285550404 0.0078993357444157031 0.0010373003050256893 0.0033325233617417177 0.0020064403013577694 0.0023226647811658259 0.011327178090476241 0.0014918978235982623 0.0058999587887740281 0.014041308563543353 0.0038081606274467106 0.0019622499215885556 0.0011503404228498946 0.0080481930722510198 0.0020091137636413237 0.0014258396738124892 0.0038794799705854643 0.0036923350537536662
leaf_count=65 354 42 157 18 58 240 18 17 25 307 62 68 4 371 186 257 16 285 299 8 141 148 23 157 51 319 73 27 35 79
internal_value=0 -8.23352e-06 -6.22329e-05 0.000429803 -3.3653e-05 -1.64947e-05 8.70611e-07 0.000614556 -5.05187e-05 0.000920657 -1.88954e-05 -0.000211166 -0.000121055 -0.00017912 9.2339e-05 0.000121474 -0.000245094 -0.000161605 -0.000412283 0.000202747 0.000151464 0.000339717 -1.86206e-05 -0.000289678 -0.000128381 0.000165555 7.50883e-05 -0.000562354 0.000326593 0.000582515
internal_weight=0 0.0977815 0.0870503 0.0107312 0.0844177 0.0833062 0.0822106 0.00910266 0.00286903 0.00623363 0.0809969 0.0296852 0.0272969 0.0262397 0.0513116 0.0502743 0.0250475 0.0230411 0.0136498 0.00939123 0.0492495 0.0233762 0.0258733 0.0144933 0.0125311 0.00919853 0.0174763 0.00343495 0.01138 0.00757182
internal_count=3910 3845 3436 409 3279 2925 2685 391 42 349 2627 1069 1001 997 1558 1372 979 963 584 379 1310 389 921 784 627 370 248 100 137 114
is_linear=0
shrinkage=0.00131955


Tree=1013
num_leaves=31
num_cat=0
split_feature=150 3 3 15 1374 14 157 157 403 151 48 160 11 16 130 15 43 52 160 13 12 3 0 3 52 475 0 1 49 16
split_gain=0.000319115 0.000600589 0.000837804 0.000950302 0.000538127 0.000521585 0.000633302 0.000773658 0.000610696 0.000448509 0.000648169 0.000436428 0.000498442 0.000519616 0.000471617 0.000794409 0.000413992 0.000810873 0.000694552 0.000630445 0.000460857 0.000683806 0.000598186 0.000468168 0.000386607 0.000383835 0.000336901 0.000320114 0.000265069 0.000234879
threshold=0.082085000000000019 -0.097604999999999983 0.10223 -0.089594999999999994 -0.094679999999999986 0.077685000000000018 -0.07453499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087190000000000017 -1.0000000180025095e-35 0.086110000000000006 0.08184000000000001 -0.40374499999999997 -1.0000000180025095e-35 0.085120000000000015 -0.074254999999999988 -0.016329999999999997 -0.089804999999999982 -0.0030249999999999995 0.089855000000000004 0.10666500000000002 -0.076734999999999984 0.10420500000000001 -0.080899999999999986 -0.06890499999999998 -0.017269999999999997 0.092860000000000012 -0.082494999999999985 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 25 -8 -9 10 -10 12 14 -14 15 -12 18 -18 -16 -20 22 -22 -19 -24 -4 -1 -21 -5 -6 -13
right_child=1 2 24 27 28 -7 7 8 9 -11 11 29 13 -15 16 -17 17 20 19 26 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025204259356136484 0.0026364116191244726 -0.0013273344710281597 0.00042039385485868533 -0.003886926197820305 0.00039671907140128416 -0.0029337257146602241 -0.0036065313902344737 -0.0024789905020055152 -0.0030872603756467625 0.0021357146145214549 -0.003214370905107291 -0.0027449713190663815 0.00021307879101010774 -0.0036486827544162681 -0.0019228546929577134 0.00065250256800056402 -0.0029421116122919397 0.0001704892774070138 0.0025566743426205787 -0.00084485871322744833 -0.0029671809264681637 0.00064321444766185086 0.0036820689140573651 0.00029309682613795179 0.0035636070329702007 -0.00015256328897473394 0.0015464319374721104 -0.0010524674362359227 0.00285337273617662 -0.00034261096195908419
leaf_weight=0.002084596359704094 0.0017619179557675233 0.0014602743103750981 0.0010894307288822347 0.0012354329909145525 0.0013431301615902669 0.0010215774138172531 0.0010208149143083314 0.0016570142354984376 0.0010991601043630608 0.001346344866099968 0.0015194260503132986 0.0013128757520337597 0.001040988328838921 0.0010645839806207027 0.0010158551135635019 0.0017009761141819624 0.0012727604527927325 0.0081614650469294895 0.0040102946842879572 0.0018425636688810254 0.0014517472177459087 0.0017449021162576628 0.0015351877521894213 0.0010281381054777494 0.0012922690531520509 0.0013287924605613613 0.0017214739872364326 0.0011736591508366701 0.0013110996766698699 0.0011561449556591321
leaf_count=210 78 12 22 147 46 112 175 840 90 39 85 73 37 68 196 58 123 304 216 83 273 21 45 37 72 162 24 80 56 126
internal_value=0 0.000563092 0.000152885 -0.000567424 0.000567657 -0.00019128 -0.000121442 -0.000270365 -0.000174922 -6.27133e-05 -0.000153288 -5.11671e-05 8.18982e-05 -0.00173944 0.000223909 -0.00117194 0.000412906 2.73525e-05 0.00109487 0.0014996 0.000298834 -0.000996434 0.000684904 0.00232277 0.00212585 0.00147986 0.000310164 -0.00250604 0.00161022 -0.00162004
internal_weight=0 0.0106672 0.0089053 0.0065236 0.0041145 0.0411377 0.0401161 0.0367027 0.0356819 0.0340249 0.0326785 0.0315794 0.0291104 0.00210557 0.0270048 0.0032204 0.0237844 0.0151942 0.00859019 0.00757433 0.0139214 0.00319665 0.0107248 0.00256333 0.0023817 0.00341339 0.00356404 0.00240909 0.00265423 0.00246902
internal_count=3910 513 435 341 114 3397 3285 2913 2738 1898 1859 1769 1570 105 1465 143 1322 803 519 323 680 294 386 82 94 372 107 227 102 199
is_linear=0
shrinkage=0.00388662


Tree=1014
num_leaves=31
num_cat=0
split_feature=31 158 159 156 1373 150 147 48 150 3 1455 1 151 49 14 484 403 42 15 1 2 13 51 3 49 16 48 52 16 48
split_gain=0.00130038 0.000966449 0.000858731 0.00113071 0.000791016 0.000894473 0.00165971 0.00115581 0.00161712 0.0013688 0.00111235 0.00133072 0.00126 0.00125243 0.00100673 0.00126001 0.00179641 0.00117504 0.000991735 0.00106063 0.00104486 0.000974226 0.00135203 0.00169834 0.000908877 0.000839517 0.000814456 0.000792035 0.000696713 0.000688751
threshold=-1.0000000180025095e-35 0.11015500000000002 0.11813500000000002 0.11223000000000001 0.11103 0.082085000000000019 0.088505000000000014 0.09227500000000001 0.086420000000000011 0.094625000000000015 1.0000000180025095e-35 0.12811000000000003 0.087190000000000017 -0.014479999999999998 0.077685000000000018 0.073820000000000011 -1.0000000180025095e-35 0.082690000000000013 -0.07142999999999998 0.10471000000000001 0.10045500000000002 -0.040319999999999995 -0.40274499999999996 0.11265500000000002 0.27772500000000006 -0.50763499999999995 0.12738500000000003 -0.025069999999999999 -0.014754999999999999 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 7 8 28 -10 11 12 13 -2 15 16 -15 -17 20 -20 29 -13 -23 -24 25 -22 -9 -27 -7 -18
right_child=1 -3 -4 -5 -6 6 -8 26 9 -11 -12 21 -14 14 -16 17 18 -19 19 -21 24 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0009913982902037639 -0.00085582158724264057 -0.0011412417717313746 0.00083475325638197656 -0.001185452507671027 -0.0011767443550764977 0.0010083629604722107 0.0012109432746004692 0.00081389401568525454 -0.00091603722520590641 0.00019947414056375963 -0.0012191920522496688 0.0008360762362843218 0.00070975480533789776 -0.001204652362360799 -0.0012192708500605688 0.00059980303058793571 -0.00050646900741177568 -0.00061834877644337445 -0.00017659897090222212 0.00068355963889393172 0.00071256376811095878 -0.0012193802354210678 0.0011124270886496697 -0.00038922144115674176 -0.0010274236417179205 0.00067597704753460106 -0.00037640535454827362 -0.0005794540870646777 -9.019504714222815e-05 -0.0011651727644422689
leaf_weight=0.0012761897483839482 0.0061525851031789527 0.001764319538539282 0.001111095680645712 0.0018556981598889513 0.0012783922776122827 0.0015774598540474472 0.0016282888393739361 0.0029403696379830544 0.0055744098551233634 0.0023130172086638368 0.0017863177410494249 0.002572420823462096 0.0017690400308225654 0.0031453869603154097 0.001635214384995364 0.0044372486386343715 0.0083186098069629733 0.0016015342576716218 0.024577926600382938 0.0023325751773057837 0.002126587823340742 0.0011971721712598082 0.0019148794863141916 0.0026939311812270716 0.0012972590500908154 0.0010196587783788402 0.0012041425921012205 0.0027908880328122434 0.0018809528239884807 0.0032928204527733493
leaf_count=113 89 166 84 134 17 23 86 58 192 26 219 118 33 753 81 118 230 120 762 54 22 16 51 26 21 52 11 76 52 107
internal_value=0 -0.000247169 -0.000230742 -0.000243215 -0.000224425 -0.000211161 4.01719e-05 -8.28953e-05 -0.000284155 -0.000588909 -0.000268787 -0.000245491 -0.000304863 -0.000333477 -0.000276672 -0.000248617 -0.000313493 0.000276739 -0.000252233 -0.000102041 -0.000466695 0.000211563 -6.51363e-05 0.000234687 -0.00010304 9.89373e-05 0.000468066 -0.000243515 0.000410882 -0.000693267
internal_weight=0 0.0977902 0.0960259 0.0949148 0.0930591 0.0917807 0.0171186 0.0154904 0.0113458 0.00788743 0.0746621 0.0728757 0.0644973 0.0627283 0.0565757 0.0549405 0.0489017 0.00603878 0.0457563 0.0269105 0.0188458 0.0083784 0.00580598 0.00460881 0.00723439 0.00593713 0.00414451 0.00381055 0.00345841 0.0116114
internal_count=3910 3797 3631 3547 3413 3396 448 362 293 218 2948 2729 2518 2485 2396 2315 2077 238 1324 816 508 211 93 77 171 150 69 128 75 337
is_linear=0
shrinkage=0.00121906


Tree=1015
num_leaves=31
num_cat=0
split_feature=31 151 1348 484 150 160 49 52 16 133 3 13 403 1 42 0 49 474 47 42 1373 1 51 0 15 16 0 1 1 52
split_gain=0.00130097 0.00122829 0.00135752 0.00142383 0.00178267 0.00141591 0.00136589 0.0012421 0.00195817 0.00152486 0.00148354 0.00147417 0.00137288 0.00119313 0.0012365 0.0015972 0.00117501 0.00128034 0.00117144 0.00146493 0.00125411 0.00128073 0.00135025 0.00140549 0.00173566 0.0016879 0.00156066 0.00154326 0.00172625 0.00116519
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -0.0043499999999999988 0.094545000000000018 -0.089599999999999985 0.10513500000000002 0.090640000000000012 0.18936500000000003 -0.26719999999999994 -0.16059999999999997 -0.10023999999999998 -0.088854999999999976 0.11368000000000002 0.086125000000000021 -0.13506999999999997 0.0037600000000000003 -1.0000000180025095e-35 0.13206500000000002 -0.11403999999999999 0.11103 0.13026000000000001 0.12342500000000002 -0.10575999999999998 0.035895000000000003 -0.09385499999999998 -0.10209999999999998 0.087075000000000014 0.10252500000000002 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 9 -9 -5 -11 13 -13 14 15 -12 17 -14 19 -19 21 22 23 24 25 27 -25 -21 -29 -28
right_child=1 2 -4 6 -6 -7 -8 8 -10 10 11 12 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24 26 -26 -27 29 28 -30 -31
leaf_value=0.0012072097917393003 -0.0012434121119173096 0.00047728355102451156 0.0013202936249623349 -0.0011478314008238561 0.00099671538693788257 -0.0011702478372144366 0.00049646680556356983 -0.00066085626162376598 0.00026387454979751913 0.00086231984632835902 -0.00028312711565794697 -0.0013027669828835835 -0.0013464968414932182 0.0013460786864738488 -0.000587785926831431 0.0010713199046262071 -0.00080266301714256711 -0.0010799095597705866 -0.00081205613021933403 0.00092477120886152271 -0.0013462245170178238 0.0012336282284074723 -0.0013463531807369749 -0.0013464240039121895 -0.00039499909552381915 0.0011209783105471593 -3.8707820698070234e-05 -0.00086193329364243844 0.00064491506533205999 0.0013324463934174938
leaf_weight=0.0015080543605865407 0.0015441399287752225 0.001147499385168782 0.0013235236057962388 0.0019804846915090204 0.0010681381120356548 0.0053543366953888718 0.0088252211816775006 0.012954596389213813 0.0061024733771262154 0.0038524760282747641 0.0025989917499487101 0.0016102374728341742 0.00124509947379181 0.0021876310355732906 0.002407532139812929 0.0040117623844935215 0.0034787516555663247 0.0019043274729941819 0.0028162033643752684 0.0035916201381951379 0.001031594760263487 0.0019107798057937933 0.001126274614165367 0.0015974016243376207 0.0038476992612856966 0.0067881347633829007 0.023936099760654833 0.0031614218564186558 0.0024404371305131178 0.0011779938370821688
leaf_count=113 65 80 42 128 21 502 250 700 32 138 32 314 46 94 35 43 182 64 22 10 14 63 14 12 29 67 732 22 32 12
internal_value=0 -5.09371e-05 -3.49918e-05 -5.0705e-05 -0.000614743 -0.000879477 -1.06455e-05 -5.64248e-05 -0.000364738 1.823e-05 4.83302e-05 5.29639e-06 -7.63118e-05 0.000454371 0.000238063 0.000538824 -4.34266e-05 3.25818e-06 3.36319e-05 7.89844e-05 0.000122591 0.000153154 0.000109842 0.000145081 0.000416549 0.000611936 -5.64431e-05 0.000236077 -0.000205478 2.56071e-05
internal_weight=0 0.117023 0.115479 0.114155 0.00756997 0.00650184 0.106585 0.09776 0.0190571 0.078703 0.0767225 0.07287 0.0616641 0.0112059 0.00901829 0.00661075 0.0600538 0.0565751 0.05533 0.0525138 0.0506095 0.0495779 0.0476671 0.0465408 0.0198293 0.0159816 0.0267115 0.00919348 0.00560186 0.0251141
internal_count=3910 3797 3732 3690 603 582 3087 2837 732 2105 1977 1839 1635 204 110 75 1321 1139 1093 1071 1007 993 930 916 160 131 756 64 54 744
is_linear=0
shrinkage=0.00134594


Tree=1016
num_leaves=31
num_cat=0
split_feature=31 4 151 11 1213 480 50 3 128 3 151 157 15 42 133 403 3 47 403 3 38 3 50 1375 123 2 13 0 133 47
split_gain=0.0015012 0.00108383 0.00177993 0.00132702 0.00100238 0.00100216 0.000962117 0.000889359 0.00105786 0.000988992 0.00108533 0.00127284 0.00102103 0.00114044 0.00148817 0.00100813 0.00161586 0.000976384 0.00103656 0.000950345 0.000866132 0.00127579 0.00101276 0.000960362 0.00100222 0.000915705 0.00091207 0.00118614 0.000839032 0.000813554
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.27336999999999995 0.08184000000000001 -0.082704999999999987 0.08456000000000001 0.11901000000000002 -0.10628499999999998 0.086435000000000012 -0.078884999999999997 -0.095804999999999987 0.0026750000000000007 0.15514500000000001 0.085330000000000003 -0.090054999999999982 0.03138500000000001 -0.084129999999999996 0.085165000000000018 0.088015000000000024 -0.077689999999999995 0.10777500000000002 0.31335500000000011 0.087260000000000018 0.089445000000000011 0.096720000000000014 0.13900500000000002 -0.5337599999999999 0.15480500000000005 -0.082639999999999977 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 29 17 9 12 -11 19 13 14 -9 16 -16 18 -6 -12 21 22 23 24 26 -24 -21 -28 -15 -4
right_child=1 2 6 -5 5 -7 -8 8 -10 10 11 -13 -14 28 15 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014434778793371249 -0.0015461500272628925 -0.0015002996760324348 0.0010857744805263638 -0.0011894301428519566 0.00030569501727964406 -0.0015461557747845102 -0.00047499264258297032 -0.001546188642954712 -0.0015461256442313247 0.00081373239360915434 0.00096542137292375085 -0.0012605445507544992 0.00095230904874471999 0.00022154985777494282 -0.0012975109966544185 0.0010300282500305398 0.00045289955284977701 0.0013798173759450906 -0.0012225315283610951 -0.0012056887562444554 -0.0012543154836927326 0.0015461708624186581 -0.0015257215048784622 -0.0012731710378874549 -0.0012361306524137335 0.00023913290104342339 9.315744005921612e-05 0.0015465469005584106 -0.0013319112527825333 9.3405904136777197e-05
leaf_weight=0.001604817777731248 0.00111431255847838 0.0011006611981656542 0.006154977436130693 0.0027050030990727328 0.010446844007230283 0.0010852059523051008 0.0017830910561542632 0.0015913839178915978 0.0012234003323745571 0.0037065204972535062 0.0023055889794623132 0.002004487319935854 0.0011784612814835773 0.0010003603983061993 0.0021143247841040004 0.0020280485631332112 0.0031220461808052465 0.0017808916627366509 0.0011808206826575693 0.0012245380967215161 0.0013889260681452234 0.0012175548345592082 0.0020154963637801773 0.0013474107376509883 0.0013823162841006811 0.0010789227408878332 0.033101407611087826 0.0013989532811820018 0.0049106288701543663 0.0029074687214745154
leaf_count=113 352 20 308 160 156 239 18 98 188 49 64 111 12 55 387 17 129 21 33 5 18 49 107 21 27 15 625 11 461 41
internal_value=0 -6.38432e-05 0.000373024 -0.000123383 -8.94372e-05 -7.00749e-05 0.000563138 -5.0717e-05 -0.000121199 -9.56075e-05 7.38174e-06 -5.42858e-05 -0.000432583 -0.000543104 -0.00019208 0.000104559 -0.000253876 0.000313774 0.000150499 -2.2438e-06 -5.27706e-05 -1.37482e-05 -5.94601e-05 9.01243e-06 5.55702e-05 -0.000910374 0.00010555 0.000152091 -0.00106901 0.000767397
internal_weight=0 0.0996001 0.0119462 0.0876539 0.0849489 0.0838345 0.0108455 0.0827493 0.0693408 0.0681174 0.0521721 0.0484656 0.0159453 0.0147668 0.0088558 0.00726442 0.00523637 0.0134086 0.0116277 0.0464611 0.0441555 0.0427666 0.041549 0.0384546 0.0371072 0.00309442 0.0357249 0.0345004 0.00591099 0.00906245
internal_count=3910 3797 387 3410 3250 2898 367 2659 2449 2261 1102 1053 1159 1147 631 533 516 210 189 942 878 860 811 689 668 122 641 636 516 349
is_linear=0
shrinkage=0.00154607


Tree=1017
num_leaves=31
num_cat=0
split_feature=1 0 3 2 15 147 403 42 11 3 3 133 4 13 13 3 12 2 3 47 1 9 52 49 51 16 1374 150 4 43
split_gain=0.000321578 0.000569669 0.000632223 0.000445697 0.000457255 0.000616758 0.000563476 0.000543593 0.000430034 0.00100576 0.000827789 0.000431532 0.000421217 0.00040006 0.00086452 0.000435341 0.000822137 0.000392845 0.000389954 0.000429926 0.000526372 0.000587499 0.00044758 0.000513493 0.000543067 0.000425676 0.00042186 0.000415518 0.000325973 0.000376521
threshold=0.076710000000000014 -0.084794999999999995 -0.083604999999999985 0.14808000000000002 0.090505000000000016 0.089245000000000005 0.03138500000000001 0.090415000000000009 0.08184000000000001 -0.10315499999999998 -0.077894999999999978 0.077945 0.41666000000000009 0.17936000000000002 0.083175000000000013 0.097615000000000021 0.092365000000000017 0.088210000000000025 -0.074234999999999982 0.09252500000000001 0.13837000000000002 0.091370000000000021 -0.074484999999999982 -0.07107999999999999 0.10731500000000001 -0.50231999999999988 -0.094679999999999986 0.083205000000000015 0.0021050000000000005 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -6 9 -2 -11 18 -10 14 15 16 17 -3 -12 22 21 25 26 -24 -25 -21 -20 -28 -4 -30
right_child=3 13 28 -5 7 -7 -8 -9 12 10 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0037358456120912902 0.0026626475973435095 -0.00095329100300246296 -0.0023993880817909491 0.0024007626694908381 -0.0030114005531744828 0.0028943983524621032 0.0021510052765203831 0.00059433293328889098 -0.0029597743225432652 -0.0025508344701257661 0.0019499766584834951 0.0024624837779513146 0.00011218879976432949 -0.0014809860009374449 0.0028223684849681381 0.0013723185124483639 -0.0025930174966142428 0.0012991503025555611 -0.0025039862222163219 -0.00078159607419612609 0.00088575967517502197 0.00078348485185385024 -0.001756727404194815 0.0014786403421558449 -0.0013246110051900305 -0.0035361330228931578 -0.0012644524621215165 0.0015665286444379338 0.0012469724645804469 -0.0011394833436691842
leaf_weight=0.0012401410942056434 0.0020003167423663327 0.0019567440171688322 0.0012857692106075088 0.0012059991712782816 0.0013781580612353119 0.0011511355526687686 0.0017665693788604378 0.0010119058888347077 0.0013137767613065057 0.0017736744524801075 0.0013167201772254977 0.0010319051890559363 0.0011845037547288939 0.0020173551607848292 0.0016406834443469806 0.0020132997155357657 0.0020164922459743329 0.0024132780093095718 0.0013325042041287816 0.0012999442178056597 0.0015338980391561563 0.0010396225352451438 0.0010281487509118392 0.0064165886405416414 0.0011350336116731086 0.0019685621416769541 0.0015782341852297261 0.0013360303963168008 0.001489374216891548 0.0024245845202934824
leaf_count=415 100 235 285 140 157 92 85 164 137 280 42 160 37 80 60 18 409 272 10 31 15 9 24 179 25 83 86 46 39 195
internal_value=0 -0.000442039 -0.0013391 0.000170637 8.81295e-05 0.000212584 0.000106336 -0.0014848 -2.60244e-05 0.000122842 -0.000100072 0.000106751 -0.00150327 3.70623e-05 0.000342071 -0.00014239 -0.00061989 0.000290585 -1.48827e-05 -0.000153467 -0.00099348 -0.00166258 0.000229129 0.000720086 0.0010573 -0.0024406 -0.000762755 3.3397e-05 -0.000767468 -0.000231368
internal_weight=0 0.0184977 0.00643987 0.0338032 0.0325972 0.0302072 0.029056 0.00239006 0.0272895 0.0247912 0.0227909 0.0210172 0.00249828 0.0120579 0.0100405 0.00839981 0.00638651 0.00437002 0.0199853 0.0186686 0.00584203 0.00430813 0.0128265 0.00857977 0.00755162 0.00326851 0.00424677 0.00291426 0.00519973 0.00391396
internal_count=3910 2008 934 1902 1762 1441 1349 321 1264 1090 990 710 174 1074 994 934 916 507 550 508 138 123 370 228 204 114 142 132 519 234
is_linear=0
shrinkage=0.0037357


Tree=1018
num_leaves=31
num_cat=0
split_feature=9 156 15 51 15 3 483 1374 401 375 158 453 4 150 160 133 0 448 448 150 43 133 15 43 16 150 3 3 13 33
split_gain=0.00155493 0.00117758 0.0013915 0.00143103 0.0013801 0.00157108 0.00117001 0.00110678 0.00108261 0.00106348 0.00104188 0.00136779 0.00129224 0.00110335 0.00106162 0.00110961 0.00104992 0.00101527 0.00104595 0.000878781 0.000834089 0.00129123 0.0011668 0.000944498 0.00204997 0.00145668 0.00148708 0.00133489 0.00132896 0.00132147
threshold=-0.016839999999999997 -1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 -0.19153499999999998 0.31335500000000011 0.088030000000000011 0.086000000000000007 0.10072000000000002 0.087245000000000017 0.085745000000000002 0.089075000000000015 0.27020000000000005 -0.099594999999999975 -0.217635 -0.26719999999999994 0.039665000000000006 -0.084514999999999993 -0.0046049999999999989 -1.0000000180025095e-35 0.12512500000000001 0.093845000000000026 0.088345000000000021 -0.074254999999999988 0.032820000000000009 0.096340000000000009 -0.078669999999999976 -0.10628499999999998 -0.083514999999999992 -0.007134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 9 10 11 12 13 -6 16 -16 -15 -17 -19 -20 21 23 -23 25 29 26 27 -21 -29 -25
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 17 -18 18 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012972763558240358 -0.0014569764654709136 0.00095677209671983857 -0.0011490713608818632 -0.00050865070715999791 0.0013350523656205651 0.0014569961881374051 -0.0011999672134118504 -0.0010551152194837033 -0.0014569821952399901 -0.001339773778826921 -0.00069608199169802186 -0.0013588270628410041 0.00089520350301216557 -0.0013590724181626913 -0.0011268270927571975 -0.0013587597499643775 0.00031381179978288564 0.0013143616919689034 -0.0012622164183448479 0.00068506256237323225 0.00071371646859502333 -0.0011843358490916723 0.00021759075407641105 -0.0014571816538643814 -0.00084177626216001182 -0.0012870951452747933 0.0010194132390091858 0.00043267257383971608 -0.0009766446182907125 0.00020953016173319978
leaf_weight=0.0018268865843706896 0.001262960635140419 0.005371585175225845 0.0025422054239919714 0.0019199785295995753 0.0013518851957599045 0.0014252175855329332 0.00195316446514504 0.0023030859837716014 0.0011143414392174025 0.0012582953678617051 0.0041956466284813745 0.0014342950310748384 0.0038864885937002205 0.0022809491875714896 0.0016610856723282543 0.0010245183545531935 0.0012234029733093621 0.0014779576535630659 0.0010271679497533262 0.0051572815512859176 0.0043147066221624888 0.0032199292199366339 0.0020702549178341911 0.0010535899461956424 0.0054936670353313835 0.0010493919366183482 0.0067080289519907419 0.0026015749681318461 0.0031275085440638523 0.024236868859970562
leaf_count=121 197 225 96 21 18 64 242 71 175 32 286 26 100 225 153 39 19 35 27 63 34 189 220 23 170 73 106 114 137 609
internal_value=0 -5.93108e-05 -4.10156e-05 0.000570904 -9.10406e-05 -5.99993e-05 -8.5368e-05 -5.92248e-05 -3.08976e-05 -1.09971e-05 1.02761e-05 5.01095e-05 7.78049e-05 3.18174e-05 5.80411e-06 4.84115e-05 -0.000775052 7.96151e-05 0.000103562 7.37665e-05 9.70126e-05 4.83834e-05 -0.000635707 0.0001216 -3.5127e-05 0.000380385 0.000479839 0.000147361 -0.000336674 0.000140096
internal_weight=0 0.097747 0.0964841 0.00729156 0.0891925 0.0866503 0.0852251 0.0832719 0.0809688 0.0798545 0.0785962 0.0744006 0.0729663 0.0690798 0.0677279 0.0642235 0.00350435 0.0625624 0.0615379 0.06006 0.0590328 0.0547181 0.00529018 0.0494279 0.0307841 0.0186438 0.0175944 0.0108864 0.00572908 0.0252905
internal_count=3910 3789 3592 246 3346 3250 3186 2944 2873 2698 2666 2380 2354 2254 2236 1992 244 1839 1800 1765 1738 1704 409 1295 802 493 420 314 251 632
is_linear=0
shrinkage=0.00145689


Tree=1019
num_leaves=31
num_cat=0
split_feature=31 1425 4 1348 52 133 2 49 15 4 1 128 43 40 3 13 13 133 1373 43 16 49 160 133 0 0 47 160 16 0
split_gain=0.00153688 0.00120178 0.00162311 0.00114898 0.0016161 0.00156716 0.00125934 0.0014234 0.0013004 0.00186331 0.00128041 0.00123631 0.00114714 0.00114611 0.00127104 0.00157752 0.00173766 0.00135233 0.00109593 0.00106002 0.00270786 0.00119863 0.00114441 0.0016371 0.000979928 0.00113654 0.00124612 0.00152262 0.000989693 0.00166163
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50657000000000008 0.093505000000000019 0.18936500000000003 -0.031394999999999992 0.092175000000000021 0.27772500000000006 -0.11739999999999999 0.24280000000000004 0.12200500000000002 0.086435000000000012 0.088185000000000013 0.24551000000000003 0.31335500000000011 -0.5337599999999999 -0.45122499999999993 0.13493500000000003 0.11103 -0.044024999999999988 0.15737500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10783 -0.084304999999999977 0.09550500000000002 0.086620000000000016 -0.083144999999999983 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 13 10 11 -2 12 18 14 15 -8 -17 19 24 -18 21 -21 -23 -24 -10 26 27 -26 -27 -30
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 23 -25 25 28 -28 -29 29 -31
leaf_value=0.0010929099572452412 -0.0011199510292406094 -0.0012198411112449552 0.00088641333214259041 0.0012160380715696118 0.00072109304891203438 -0.00087116369041771377 -0.001219499419467062 -0.0012191698931493398 0.00027128679538513376 0.0010673762583021493 0.00026797911615187745 -0.0012192256480384352 -0.00094144702662502574 -0.0011076172285653079 0.0012191456921476695 0.0011722274062843545 0.00043982425941470083 -0.0011693667302036771 -0.0012193705890563701 -0.00014533557455386831 -0.0010021373684436156 -0.00045196787061736244 -0.0004775123807231986 0.0010105224181913672 -0.0010127805350940407 0.00043418505942876352 0.00066636846035431627 0.00046948130633809313 -0.0010448823737214789 6.6322431110559069e-05
leaf_weight=0.0017896418731622168 0.0036786730782546453 0.0012812760321017072 0.0027826174446605725 0.0010413513610778571 0.0010828682239445442 0.0060565231003300015 0.0012060233157171743 0.0011330376785316778 0.011779100526693388 0.001965191937049581 0.0013504013492564582 0.0015399791399819387 0.002303666179293006 0.0010232219684951352 0.0017358711568604681 0.0025300943322008598 0.013086712785243537 0.0011586016582907357 0.0011652006678275475 0.0078832701297599766 0.0033732983981682443 0.0015003357545966267 0.0013640790253059976 0.0056489348409798374 0.0054904912925799361 0.0057289327491858331 0.0010963727794432998 0.0012676818894790109 0.002591403025004259 0.0087606079913529616
leaf_count=113 146 94 168 30 47 385 6 30 114 27 28 175 82 15 72 12 392 123 13 103 150 30 125 68 550 138 14 48 330 282
internal_value=0 -4.65995e-05 -3.17635e-05 -5.76909e-05 -7.1295e-05 -0.000629658 -2.7179e-05 0.000128481 -0.000160235 -9.26614e-05 -0.000747266 -0.0001473 -0.00010622 0.000166173 0.00019918 0.000152281 0.000197551 0.000125053 -5.5425e-05 0.000170697 -7.45177e-06 0.000197186 0.000514358 0.00072109 -1.84852e-05 -0.000155369 -0.000539168 -0.000734741 2.11189e-05 -0.00018734
internal_weight=0 0.102606 0.101325 0.0985419 0.0975006 0.00713939 0.0903612 0.0416435 0.0487177 0.0436886 0.00502907 0.0417234 0.0401835 0.0405104 0.0394872 0.0377514 0.0365453 0.0340152 0.0378798 0.0328566 0.0197699 0.0163966 0.00851335 0.00701301 0.0367146 0.0249355 0.00785455 0.00675817 0.0170809 0.011352
internal_count=3910 3797 3703 3535 3505 432 3073 1126 1947 1773 174 1746 1571 1096 1081 1009 1003 991 1489 868 476 326 223 193 1476 1362 612 598 750 612
is_linear=0
shrinkage=0.00121906


Tree=1020
num_leaves=31
num_cat=0
split_feature=31 375 376 2 50 147 2 41 3 15 403 484 151 13 38 1374 1213 160 454 457 33 2 9 15 4 150 2 156 151 3
split_gain=0.00152627 0.0013407 0.00163846 0.00143702 0.00164794 0.00139438 0.00146208 0.0015331 0.00163933 0.00178912 0.00144481 0.00130662 0.00130061 0.00138271 0.00147704 0.00141216 0.00127215 0.00137685 0.00201008 0.00183936 0.00140814 0.00123164 0.00121111 0.00135444 0.00165094 0.00123811 0.00131133 0.00108383 0.00106048 0.00103945
threshold=-1.0000000180025095e-35 0.092405000000000015 0.08801500000000001 0.16971500000000003 0.14262000000000002 -1.0000000180025095e-35 0.099015000000000006 0.078535000000000008 -0.10628499999999998 0.079360000000000014 -0.081784999999999983 -0.0043499999999999988 -0.51118499999999989 0.17936000000000002 0.12641000000000005 0.090240000000000015 -1.0000000180025095e-35 -0.083654999999999993 0.085470000000000004 -0.0015249999999999997 -0.007134999999999999 0.10742000000000002 0.091370000000000021 -0.095799999999999982 0.0057500000000000008 0.089155000000000012 0.092745000000000008 0.11896500000000002 -0.051109999999999996 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -7 -10 -12 -8 14 15 27 -13 18 -18 -19 -21 -15 23 28 25 26 -25 -14 -22 -26
right_child=1 -3 -4 -5 -6 6 12 -9 10 -11 11 16 13 21 -16 -17 17 19 -20 20 22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.0011516611428610093 -0.0013198441754631353 -0.0012434322463197949 0.00081653799711234917 0.0012132328488884357 -0.0012553277227238852 0.00065032417679948388 -0.0012078257255632762 -0.00092492636129509656 -0.0012936449615990398 -0.00062269492048215829 -0.0010347267616436162 -0.001319615400759328 0.00047660654180551687 -0.0011832691391000885 -0.0009534940147435981 -0.00091041012529512286 -0.0011411845134459203 -0.0011401091431108865 0.00073744668229270638 -0.0012243780901394848 0.00040558026199341286 0.00021612668289714099 0.0013171570506958572 0.00021212867626734005 0.00034370195610799488 -0.0013197746748859803 -0.00073803624786518895 -0.00061239510049934599 -0.00066716518997590962 0.0013056396908683
leaf_weight=0.0018575396045266137 0.001511085361087793 0.0016267931446378716 0.0037883897638941724 0.0015106391296733071 0.0020477704858357084 0.0084407503042926921 0.0011718086160499288 0.0042450094186197154 0.0020204678842212767 0.0024892059632306571 0.0028024830440498407 0.001469668069537188 0.028869045171308283 0.0022219732366899328 0.0015736992604615798 0.001463254844049188 0.0041968419212747845 0.0023243070852885231 0.0012985535772713774 0.0014238612416761489 0.0021428012980209132 0.0021593543857285624 0.0013988376180762421 0.018372119149527869 0.005384127004120387 0.0011578547196080527 0.0029328364330822856 0.0016841459812821915 0.0063882052936960962 0.0030719586980012537
leaf_count=113 30 12 65 86 45 117 17 117 521 89 371 299 761 19 11 31 323 58 8 22 23 38 19 373 58 46 65 85 75 13
internal_value=0 -5.35859e-05 -3.73964e-05 -6.53394e-05 -8.22432e-05 -6.08359e-05 -4.36506e-05 -0.000155807 -0.000107305 0.000360405 -0.000197969 -0.000157248 0.000161389 0.000203643 0.000294585 0.000355931 -0.000109555 -7.40528e-05 -0.000697267 2.74196e-06 6.55802e-05 -0.000493571 0.000110544 6.77594e-05 0.000196191 9.10867e-06 8.13291e-05 0.000416579 -0.000397715 0.000693158
internal_weight=0 0.121188 0.119561 0.115773 0.114262 0.112214 0.110703 0.0715599 0.0673149 0.01093 0.0563849 0.0543645 0.0391433 0.0379715 0.0335901 0.0320164 0.051562 0.0500923 0.0054954 0.0445969 0.0422726 0.00438133 0.0408487 0.0394499 0.0309189 0.0224628 0.021305 0.0305532 0.00853101 0.00845609
internal_count=3910 3797 3785 3720 3634 3589 3559 2597 2480 206 2274 1753 962 945 888 877 1382 1083 331 752 694 57 672 653 555 484 438 846 98 71
is_linear=0
shrinkage=0.00131955


Tree=1021
num_leaves=31
num_cat=0
split_feature=31 156 15 51 480 15 3 401 483 375 158 453 156 13 403 52 1348 1456 48 3 52 13 403 15 42 0 4 2 0 0
split_gain=0.0014434 0.00104254 0.00112475 0.00138383 0.00108457 0.00099983 0.00131575 0.00104661 0.00103513 0.00104413 0.00102551 0.00138894 0.00118983 0.00106006 0.00150189 0.00127527 0.00112903 0.00121684 0.0011682 0.00152104 0.00129549 0.00126837 0.00113601 0.00105677 0.0010222 0.00096729 0.00131759 0.00127313 0.000929915 0.00152122
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 0.11024000000000002 0.08456000000000001 -0.19153499999999998 0.31335500000000011 0.10072000000000002 0.088030000000000011 0.088065000000000018 0.085745000000000002 0.089075000000000015 0.10477500000000002 -0.094679999999999986 -0.088854999999999976 0.11588000000000002 0.090050000000000005 -1.0000000180025095e-35 0.016865000000000002 1.0000000180025095e-35 -0.015039999999999998 -0.086679999999999993 0.10150000000000002 -0.10981499999999998 0.092635000000000009 -0.084304999999999977 0.26048500000000002 0.086545000000000025 -0.10575999999999998 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 8 9 10 11 12 13 15 -15 24 17 -16 21 -20 -21 -19 23 -23 25 26 27 -7 -25 -30
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 18 19 20 -22 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.0013139140882962059 -0.0014569683675563104 0.00092489288711583551 -0.0010646761255885316 -0.00050699556631415247 -0.0014569924029359249 -0.0010276710483716131 0.0014569786696148005 -0.0014569883555448123 -0.0011905013138937292 -0.0014136890584142844 -0.0007109289346976809 -0.0013548348972938333 -0.0014569699698816873 -0.0014569703640636724 -0.0014570770703083154 -0.00072735630396378228 0.0014374990690607964 -0.0012953689012275679 0.00086115832901918603 -0.00037696019828350401 0.00063178185371897918 -0.0014573391221113785 -0.0014571017030513929 0.00051355588350370071 -0.00044844161062223794 0.0013677556731043446 0.0014537692586273534 0.00058909784945446794 -0.0014574428387652196 5.1246719013856336e-06
leaf_weight=0.001639538391732919 0.0011280874150445533 0.0049917908641674549 0.0021082441157592715 0.0020091837541258428 0.0012196856426788241 0.0016079686840750913 0.0012137713079312098 0.0011404103175984828 0.0016601673382601314 0.0011385979197484622 0.0041823023211969837 0.0015063385169042922 0.0010839088859104775 0.001470977456985211 0.0011842327747226813 0.0017139569649282657 0.0011910647338737581 0.001834317840540666 0.0071381141497850456 0.0071400044626557246 0.0043477632275426004 0.001029802977036808 0.0011815733946365361 0.0069799548780622262 0.0016471858057514064 0.0038275426700238296 0.0019177425162979489 0.002895094692917155 0.0016088974008851937 0.024416638785689261
leaf_count=113 197 238 96 21 207 45 64 175 164 25 283 31 158 383 120 37 36 123 194 55 25 14 81 91 55 27 19 31 12 790
internal_value=0 -6.46183e-05 -4.81518e-05 0.000513961 -9.26761e-05 -7.35857e-05 -4.90207e-05 -7.08222e-05 -5.17083e-05 -2.83804e-05 -8.64071e-06 3.01477e-05 5.8258e-05 8.07154e-05 -3.15612e-06 0.000447541 3.36818e-05 4.27626e-06 3.53588e-05 0.000332998 4.81733e-06 -0.000114267 -5.27474e-05 -3.99362e-06 0.000616825 0.000788042 0.000442466 1.17767e-05 4.13522e-05 -8.52912e-05
internal_weight=0 0.0965153 0.0953872 0.00700097 0.0883863 0.0871666 0.0850583 0.0838446 0.0827041 0.081044 0.0799054 0.0757231 0.0742167 0.0731328 0.0595233 0.0136095 0.0580524 0.0568613 0.0556771 0.0186259 0.0114878 0.0370512 0.0352169 0.0340353 0.0118955 0.0102483 0.00642081 0.00450306 0.0330055 0.0260255
internal_count=3910 3797 3600 259 3341 3134 3038 2974 2799 2635 2610 2327 2296 2138 1924 214 1541 1505 1385 274 80 1111 988 907 177 122 95 76 893 802
is_linear=0
shrinkage=0.00145689


Tree=1022
num_leaves=31
num_cat=0
split_feature=51 1 44 47 1 50 2 49 48 52 484 2 0 3 0 47 47 51 0 15 4 48 4 3 12 2 15 0 0 3
split_gain=0.00033649 0.00068647 0.000796604 0.000611487 0.000719093 0.000651055 0.00060525 0.00067703 0.000763565 0.000592271 0.000575022 0.000570805 0.000466265 0.000638034 0.000649348 0.000395489 0.00110096 0.000413807 0.000876738 0.000439853 0.000630732 0.000384966 0.000357905 0.0004548 0.000702644 0.00099301 0.000493424 0.000489425 0.000546634 0.000593352
threshold=-0.40274499999999996 0.14000500000000002 0.085085000000000008 0.11939500000000002 0.094485000000000013 0.11515000000000002 0.11542500000000001 0.0062100000000000011 0.10990500000000002 0.11262000000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.10575999999999998 -0.005644999999999999 -0.17106499999999999 0.09550500000000002 0.08593000000000002 0.08955500000000001 -0.23029999999999998 -0.0063699999999999989 -0.012939999999999998 0.11904500000000003 -0.51381999999999983 0.10666500000000002 0.092365000000000017 0.087995000000000004 0.088345000000000021 -0.083424999999999985 -0.084304999999999977 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 8 9 11 -2 -6 13 -13 -15 16 17 18 -12 20 -20 -8 -21 24 25 27 -26 28 29 -24
right_child=1 -3 -4 -5 5 -7 21 -9 -10 -11 15 12 -14 14 -16 -17 -18 -19 19 22 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0018201482300043623 -0.0032789752973957829 0.0022858560598497672 -0.0032757490902858015 -0.0027717451063776241 0.0036951471129091813 -0.0023581341601808326 0.0040423148330124004 0.0033568014270248816 -0.0025542203095491561 -0.0017393659865821644 0.0027843439049160743 0.0033568076010598159 -0.0012084324684892452 0.0025160973341926099 -0.0018009716612672096 0.0020708259703240877 -0.0042077689628895352 -0.0019648706794153903 -0.0040816865011163786 -0.0015458504749622107 -0.0005426157388070188 0.00081033626550974151 -0.0030262868191605042 0.002301895720732697 -0.0035432768654337097 0.0020788399563152599 -2.8982206355385488e-05 -0.0022966414831996026 0.0022746020438766182 0.0013184043526871293
leaf_weight=0.0018390705542492549 0.0010979795395768812 0.0022460006595497175 0.0013530628627052002 0.0013711735025836438 0.0013390394554768682 0.0010619053472860083 0.0017258482679154427 0.0014188445037994777 0.0014661494191585698 0.0014397220485289353 0.0018974255433334896 0.0017411187023297359 0.0016984487922817523 0.0010773301286022274 0.0014421186371009788 0.001321637684918108 0.0012116480027958001 0.0019775013616390993 0.0010529022185659098 0.0018941149625897212 0.0058060745532769733 0.0010485798462696039 0.00119137636633592 0.0019288628423055352 0.0013795052572036512 0.0045936862627735664 0.0014507427039157084 0.0018968268247652438 0.0015169709731015502 0.0010437329349315405
leaf_count=145 456 157 46 86 125 75 191 55 18 80 23 48 191 31 28 79 57 194 151 21 420 26 334 21 63 186 258 295 42 8
internal_value=0 1.11153e-05 -9.22144e-05 -2.64467e-06 7.86248e-05 0.000820827 0.0010553 0.000633863 0.000255242 0.000726653 -0.000288407 0.00121314 0.000655409 0.00139842 4.50307e-05 -0.000179546 -0.000282668 -0.00011054 3.2408e-05 -0.000187404 -0.00108589 0.00282081 0.000177342 0.000394912 0.000113542 0.000626241 -0.0017419 -0.000555012 0.000325452 -0.000997439
internal_weight=0 0.0516903 0.0494443 0.0480913 0.0467201 0.0154591 0.0143972 0.0116228 0.0102039 0.00873778 0.031261 0.00729806 0.00595902 0.00426057 0.00251945 0.030163 0.0288414 0.0276297 0.0256522 0.0237548 0.00685898 0.00277443 0.0168958 0.0150017 0.0130728 0.0102426 0.00283025 0.00564891 0.00375208 0.00223511
internal_count=3910 3765 3608 3562 3476 868 793 576 521 503 2608 423 298 107 59 2152 2073 2016 1822 1799 571 217 1228 1207 1186 865 321 679 384 342
is_linear=0
shrinkage=0.004207


Tree=1023
num_leaves=31
num_cat=0
split_feature=31 401 151 1348 1456 156 4 11 1211 480 3 48 1213 403 133 33 9 48 1 47 43 156 16 52 4 150 4 3 0 15
split_gain=0.00157932 0.00131025 0.00121603 0.00129955 0.0013648 0.0011338 0.00120406 0.00228995 0.00107452 0.00108796 0.000924012 0.00118709 0.00116313 0.00151873 0.00120153 0.00109687 0.00144362 0.00108453 0.00153392 0.00153305 0.00134608 0.00117294 0.00110965 0.00101807 0.00116909 0.00158436 0.00109914 0.0012969 0.00116259 0.0010315
threshold=-1.0000000180025095e-35 0.10072000000000002 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 1.0000000180025095e-35 0.08456000000000001 -0.10628499999999998 0.082070000000000018 -1.0000000180025095e-35 0.37674000000000007 -0.26719999999999994 -0.007134999999999999 0.091370000000000021 -0.09386499999999999 0.10031000000000002 1.0000000180025095e-35 -0.24333999999999997 0.090225000000000014 -0.30307999999999996 0.16064500000000001 0.0057500000000000008 0.086420000000000011 -0.52333999999999992 0.11476000000000001 -0.23029999999999998 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 10 11 -7 -12 14 -14 -16 17 -17 19 23 -20 22 -22 24 25 26 -19 28 -28 -26
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 12 -13 13 -15 15 16 -18 18 20 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0012067711475914414 -0.0012702024801406506 -0.0012823238562363907 -0.00091150640369689934 0.0013485747432562506 -0.0013729390841279174 0.00015254212455120806 0.0003876329403228967 -0.0013729915208314078 -0.0013729363835907895 -0.001372962576648877 -0.0012109470224687263 0.0011910237425348915 -0.0013730350735508411 0.0013735451067475753 -0.0013003669126026849 -0.001194720121475342 0.0013747927309284535 -0.0013733950682460897 -0.00059164638910511069 -0.0011611935431241718 -0.0004462567919109677 -0.00067301010591499708 0.00071682754195983754 -0.0010202034952343567 -0.0005975993626736849 -0.00090505227217829915 0.0013725394660038656 0.0010651545650957061 -0.0001395165442666357 0.00061818150880131172
leaf_weight=0.0018937762770692137 0.0014921353946988338 0.0016223209063017654 0.0032739816276644565 0.0012877421808710201 0.0011394500432548851 0.011641998264247277 0.013397681500007863 0.0024132555473101993 0.0010875095982498797 0.0010733285785371463 0.0015816184216606013 0.0025244980975536188 0.001269523782664094 0.001442646174071526 0.0012456817206043516 0.0014727891941106455 0.0014086205721923753 0.0010841394214366846 0.0026403901673006649 0.0026469725908975219 0.0017500323640433609 0.0015503997357200197 0.013262053308736203 0.0020636043649058236 0.0016002944326238833 0.0045899222798340125 0.0010084147442910125 0.0021146355165910782 0.019320846449365749 0.0073844283124717691
leaf_count=113 65 193 366 40 154 141 366 126 211 184 312 28 115 9 29 30 2 5 20 102 17 40 212 143 40 107 7 15 620 98
internal_value=0 -5.7649e-05 -3.93825e-05 -2.22627e-05 -3.89182e-05 -1.11048e-05 4.17193e-06 -5.4091e-05 -1.69795e-05 4.35106e-07 1.80672e-05 0.000337602 -4.7124e-05 -1.99968e-05 -5.02679e-05 -2.44896e-05 3.83608e-07 -3.05982e-05 -2.49899e-06 -0.000150012 0.000318704 0.000463832 0.000581241 -8.16738e-05 -2.9474e-05 -0.000167229 -2.32925e-05 4.19234e-05 -6.45124e-05 0.000401635
internal_weight=0 0.110391 0.108769 0.107276 0.105989 0.102715 0.101575 0.0881776 0.0857643 0.0846768 0.0836035 0.0141665 0.069437 0.0678554 0.0664127 0.0651432 0.0638975 0.0624889 0.0610161 0.0418133 0.0192029 0.0165625 0.0150121 0.0391663 0.0371027 0.028118 0.023528 0.0224439 0.0203293 0.00898472
internal_count=3910 3797 3604 3539 3499 3133 2979 2613 2487 2276 2092 169 1923 1611 1602 1487 1458 1456 1426 1137 289 269 229 1035 892 754 647 642 627 138
is_linear=0
shrinkage=0.00137286


Tree=1024
num_leaves=31
num_cat=0
split_feature=151 1348 1456 4 11 480 31 3 128 47 403 14 0 2 12 149 156 1 48 122 2 3 403 1 15 0 2 456 33 51
split_gain=0.00118359 0.00137126 0.00138616 0.00115437 0.00216103 0.00118253 0.00122505 0.00104993 0.00113526 0.00109162 0.00107438 0.00100758 0.000998278 0.000996052 0.00100995 0.000984845 0.00089965 0.00105115 0.001638 0.00113061 0.000891726 0.00110604 0.000946584 0.000885794 0.00128009 0.0013422 0.00151156 0.000864664 0.00090328 0.00088341
threshold=-0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.27608500000000008 0.08184000000000001 0.08456000000000001 -1.0000000180025095e-35 -0.10628499999999998 0.086435000000000012 0.085165000000000018 0.087440000000000004 -0.46879999999999994 -0.13506999999999997 0.088405000000000025 0.081660000000000024 0.10770500000000001 0.10477500000000002 0.10031000000000002 -0.084204999999999988 0.09197000000000001 0.11635500000000001 0.10223 -1.0000000180025095e-35 0.11215000000000001 -0.038029999999999987 -0.15291499999999997 0.11230000000000001 0.041000000000000002 -0.007134999999999999 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 9 15 10 13 12 -5 14 -8 16 17 20 -19 23 21 22 -9 -20 25 -25 -27 28 -24 -30
right_child=1 -3 3 11 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 27 24 -26 26 -28 -29 29 -31
leaf_value=-0.0013056639908780208 -0.00095652953673660266 0.0013780814944690026 0.0014006910060143738 -0.001400954169026697 -0.0014004449691829412 -0.0014004148260655246 0.00097238630882106052 -0.0010157093681774734 -0.0014003774450783238 0.0012782390650833389 -0.00098340109560296159 0.0006551589719909854 0.00032626570560483347 0.0006788372831042338 -0.00060017805119706637 -0.001400562485502578 -0.001270527193426442 -0.0012394384551194355 0.00090636803038614787 -0.00091004951975475596 -0.0011543209132889808 0.00049057896621298731 -0.00137611611468394 -0.0014007087731818398 0.00086624398853297926 -0.00047613975161213092 0.0011330194898774087 -0.0014004258957452176 2.2107432778679471e-05 -0.0007471755920410672
leaf_weight=0.0014102925014434211 0.0030885349036819934 0.0013689435229959903 0.0012026715952426761 0.0010389747621957213 0.0022923329667614558 0.0012034949641883666 0.001071957018424996 0.0025128668292460068 0.001281682047931886 0.0020247790992566914 0.0014062463164785663 0.0085485293386522443 0.0017808482527961198 0.0061855679371785044 0.0031661189032692327 0.0010728053718622723 0.0011591338540284371 0.0013286118150972462 0.0058879073846753718 0.001243894745130091 0.0016363244029358173 0.0054241607101630498 0.0010392402785441837 0.0013613589180749815 0.0037285863027136682 0.0028222702014062406 0.0019257040162585781 0.0010160064976920671 0.030860779548470774 0.0032338741944357699
leaf_count=65 367 42 58 4 150 240 17 624 196 18 32 347 52 71 62 19 107 9 119 10 92 39 23 8 46 37 66 116 789 85
internal_value=0 -1.39795e-05 -3.29327e-05 -3.66268e-06 -5.90448e-05 -2.23493e-05 -2.26889e-06 -2.3e-05 -9.50368e-05 0.000328147 0.000165531 0.000415726 -0.000310135 0.000320532 -0.000202422 -6.97848e-05 -4.78816e-05 -2.57452e-05 0.000257889 0.000375119 -0.000139255 -0.00010158 -0.000184656 0.000476775 0.000219667 -0.000174946 0.00017651 -0.000126888 -9.00593e-05 -5.0859e-05
internal_weight=0 0.101914 0.100545 0.0974567 0.0860884 0.083796 0.0825925 0.0813899 0.0675352 0.0138547 0.0118299 0.0113684 0.00281982 0.0104236 0.00423808 0.0662535 0.0651807 0.0640216 0.0182983 0.0169697 0.0457233 0.0440869 0.0386628 0.0157258 0.00983792 0.00610933 0.00474797 0.0361499 0.0351339 0.0340947
internal_count=3910 3845 3803 3436 3033 2883 2643 2585 2385 200 182 403 56 150 79 2189 2170 2063 295 286 1768 1676 1637 276 157 111 103 1013 897 874
is_linear=0
shrinkage=0.00140032


Tree=1025
num_leaves=31
num_cat=0
split_feature=31 151 4 1348 11 50 52 1213 448 13 403 132 133 158 159 52 43 0 1 156 0 52 50 4 4 12 457 49 3 131
split_gain=0.00114252 0.00110009 0.00136581 0.00118418 0.00173981 0.00115473 0.00097965 0.00102561 0.000939737 0.00101108 0.00133026 0.00128188 0.00132594 0.00124966 0.00119211 0.00120424 0.00108753 0.00103751 0.00157774 0.00102438 0.000974956 0.000950718 0.00157314 0.00102938 0.0010842 0.0011617 0.00100855 0.00111678 0.00178121 0.00106466
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.088030000000000011 0.08184000000000001 0.11901000000000002 0.18936500000000003 -0.082704999999999987 -0.083779999999999979 -0.090744999999999978 -0.088854999999999976 0.080815000000000012 -0.10870499999999998 0.085745000000000002 0.085545000000000024 0.11588000000000002 0.24789500000000006 -0.084304999999999977 0.076710000000000014 0.091280000000000014 -0.07773999999999999 0.10433000000000002 0.086465000000000014 -0.37626499999999991 -0.076329999999999995 0.091885000000000008 0.082870000000000013 -0.081419999999999979 0.090325000000000003 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -4 7 -3 -9 13 -11 12 -12 14 15 16 17 18 -10 21 -13 22 23 -14 25 -25 29 -28 -29 -26
right_child=1 2 5 -5 -6 -7 -8 8 9 10 11 20 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0012724655538322411 -0.0013727015474319368 -0.0014569666767294534 0.00067655691788916737 0.00143104858726121 -0.0014569915647194794 -0.00069688081522977896 -0.00067582711332895998 -0.0012569787922403245 -0.00053871738093890431 -0.0014569769768970954 -0.0014570479250042617 -0.000226333431388243 -0.00092652634673160914 -0.0011624703237818215 0.0013794907167208172 -0.00094244283713752102 -0.00087974111508711569 0.0011126551587456125 0.00088980782680438901 -0.0012833481215633244 0.0011248219095674138 0.00064148001102866782 -0.0013684881742271216 0.00068669201587440187 -0.00043616775267215496 -0.00074968238345182769 0.0010289144074150276 -0.0012417480923719261 0.00040630153273189638 0.00069727365409060437
leaf_weight=0.0013953743383368069 0.0013269588916742228 0.0010697516116433539 0.0085873329759849071 0.0010615146605719153 0.0020083537283896993 0.0015309647048979977 0.0055334172818085605 0.0012814042950548546 0.0032087612929281306 0.0014790750364421781 0.0015429109937916676 0.0017501783670712534 0.0026414624308426079 0.0011410039557935283 0.0023276545317969513 0.001584930147430442 0.0012484809770159097 0.0042963498905521647 0.0033587439576194811 0.0014668771003667471 0.0032171136636947031 0.00390105986980016 0.002008697827742433 0.0075016024785150431 0.017014760565964765 0.0014216054834115255 0.0028289055144128383 0.0019390134005554671 0.0049338102662659367 0.0019618292171372778
leaf_count=113 65 347 338 28 155 17 420 39 71 407 196 82 40 33 49 21 29 55 53 138 53 67 225 142 550 40 40 50 24 23
internal_value=0 -5.54643e-05 -3.68392e-05 -9.79369e-05 -0.00011757 0.000468747 -8.42197e-05 -4.06448e-05 -2.01858e-05 1.59138e-06 -9.3818e-05 -5.65702e-05 -0.000127835 0.000310669 0.00041556 0.000251753 0.000408017 0.000556007 0.000191857 -8.47675e-05 0.000648755 -4.66729e-05 -0.000110209 -4.74034e-05 1.43539e-05 0.000457855 -0.000123641 0.000258464 -5.86588e-05 -0.000318991
internal_weight=0 0.0951745 0.0938476 0.0837293 0.0826678 0.0101183 0.0806594 0.075126 0.0740562 0.0727748 0.0556089 0.0541298 0.0491625 0.0171659 0.0160249 0.0136973 0.0121123 0.0108639 0.00656751 0.0476196 0.00496729 0.0461527 0.0422517 0.040243 0.0376015 0.00892321 0.0286783 0.00970173 0.00687282 0.0189766
internal_count=3910 3797 3732 3377 3349 355 3194 2774 2427 2388 2077 1670 1535 311 278 229 208 179 124 1339 135 1201 1134 909 869 182 687 114 74 573
is_linear=0
shrinkage=0.00145689


Tree=1026
num_leaves=31
num_cat=0
split_feature=1213 0 1 43 1186 1 133 39 50 48 2 48 15 159 16 160 124 15 3 15 43 4 52 133 4 51 15 16 13 1
split_gain=0.000322802 0.00034391 0.000751238 0.000693281 0.000495511 0.000571691 0.00096722 0.000513391 0.000551942 0.000647357 0.000865962 0.000676988 0.000601733 0.000580947 0.000512837 0.000606378 0.000492492 0.000491455 0.000452104 0.000681455 0.000446822 0.0014517 0.000641868 0.000424252 0.000415495 0.000883664 0.000585431 0.000467294 0.000390222 0.000372242
threshold=-1.0000000180025095e-35 -0.017269999999999997 0.10786000000000001 -0.34918499999999997 0.085080000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.005105000000000001 0.10625000000000001 0.12738500000000003 0.10457000000000001 -0.081799999999999984 -0.11739999999999999 -1.0000000180025095e-35 -0.09601999999999998 -1.0000000180025095e-35 -0.087894999999999987 -0.029114999999999999 -0.084129999999999996 0.083935000000000023 -0.46376499999999993 -0.51381999999999983 0.11588000000000002 0.084630000000000025 0.0057500000000000008 0.085845000000000019 -0.095799999999999982 -0.029944999999999996 -1.0000000180025095e-35 0.10617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 20 -2 5 6 -5 8 9 10 12 -12 -7 -10 15 -14 -9 -18 -8 -20 -3 -22 23 28 25 27 -26 -16 -23 -13
right_child=1 2 -4 4 -6 7 18 16 13 -11 11 29 14 -15 24 -17 17 -19 19 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0018105836111723705 -0.0025912800203689531 0.0026899925293597752 0.003659914255756209 -0.0038867388830672242 0.0023079476045642856 -0.0025090768460718674 -0.0020146009635756005 -0.00067219797567814985 -0.0038868610533417747 -0.0022668035208588404 -0.0012495290527107252 0.00058179642894621404 -0.0015982239048523057 0.00018057039445717768 0.0013269139663756745 0.0017796654871783015 0.0035412198122930522 0.00017527783743177954 -0.00074477216120472642 0.001958556679652695 -0.0037151597022001435 0.0025431716414645099 -0.0017354970524689304 0.0031293229999551624 -0.00082577027059293259 -0.0038251635079667536 0.0020848312815199216 -0.0012912583046700578 -0.00043397181879955562 0.0029409096045807698
leaf_weight=0.001522654315807114 0.0016755507396024596 0.0010086518232128592 0.0011276700663205306 0.0014203757910993273 0.0013133822531612429 0.0014980196755436303 0.0020820700265388467 0.0011715207688167695 0.001110534899107174 0.0015969888282834068 0.0010404270516914949 0.0014612718978472819 0.0010069904104073046 0.0010154910677213627 0.001706395498145768 0.0039585975015423653 0.0018107004837664142 0.00102686636702387 0.0047492174723900984 0.0020025184223708692 0.0013395888367528927 0.0010191847472604829 0.0012024399667041052 0.0015221914413876547 0.0023112193903216394 0.0013821287188962028 0.0019037274940121307 0.0025969590053800595 0.0019140100013679247 0.0032741743633222242
leaf_count=592 126 10 153 352 50 77 389 51 80 48 25 40 43 74 145 67 206 25 412 183 42 24 22 35 15 42 59 219 144 160
internal_value=0 4.8368e-06 0.000689924 -0.000140296 -4.11937e-05 -0.000118084 -0.000909893 0.000153721 -4.68872e-05 0.000123036 0.000295419 0.00158923 -0.000161245 -0.00194406 7.53412e-05 0.00109465 0.00144786 0.00232314 -0.00043125 5.70166e-05 0.000271596 -7.70075e-05 0.000784388 0.00146447 -0.000435896 -0.00112145 0.000488835 -0.000253083 0.000600484 0.00221293
internal_weight=0 0.0522489 0.00913374 0.0431151 0.0414396 0.0401262 0.0102542 0.029872 0.0258629 0.0237369 0.0221399 0.00577587 0.016364 0.00212603 0.014866 0.00496559 0.00400909 0.00283757 0.00883381 0.00675174 0.00800607 0.00699741 0.00565783 0.00445539 0.00990043 0.00568548 0.00421495 0.00430335 0.00293319 0.00473545
internal_count=3910 3318 430 2888 2762 2712 1336 1376 1094 940 892 225 667 154 590 110 282 231 984 595 277 267 225 203 480 406 74 364 168 200
is_linear=0
shrinkage=0.00388662


Tree=1027
num_leaves=31
num_cat=0
split_feature=150 14 157 157 403 3 3 15 1374 151 15 52 49 11 4 158 159 43 4 52 133 15 0 13 1 0 1 4 2 51
split_gain=0.000328126 0.000533992 0.000626055 0.000733526 0.000612463 0.000532049 0.000854285 0.000837764 0.000534349 0.000414353 0.000515617 0.000392988 0.000568428 0.00050274 0.00054032 0.000638415 0.000716123 0.000643941 0.000920905 0.000639225 0.000507361 0.000919517 0.000685872 0.000462661 0.000639271 0.000582843 0.000515785 0.000633729 0.000789651 0.000372696
threshold=0.082085000000000019 0.077685000000000018 -0.07453499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.097604999999999983 0.10223 -0.089594999999999994 -0.094679999999999986 -0.03268999999999999 -0.040439999999999997 0.41469000000000006 0.10581000000000002 0.088315000000000018 0.27608500000000008 0.085745000000000002 0.086140000000000008 -0.50992999999999988 -0.51381999999999983 0.11401500000000002 -1.0000000180025095e-35 0.085120000000000015 -0.017269999999999997 -0.0019849999999999994 0.090355000000000005 -0.084074999999999997 0.092550000000000007 0.05309500000000001 0.087995000000000004 -0.054259999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 -4 -5 -2 7 8 -7 10 -6 12 13 14 15 16 17 -11 -19 20 21 -20 23 24 25 -22 27 28 -25 -1
right_child=5 -3 3 4 9 6 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.002387004626449266 0.0026688804978762973 -0.0031470327654479656 -0.0037792248373422401 -0.0026304532525897508 -0.0027942660172214505 -0.0014734451442868855 0.0022940112640896068 -0.0025733495261665539 0.0016111956937765971 0.0030576797530314013 0.00084040650075721047 -0.002335709463610509 0.0020813844898325074 -0.0025719116121274673 0.0023824731767549344 -0.0029733886986050783 0.0033168240445964922 -0.0037743550797826372 -0.0037594453622513805 -0.0022290180097745212 -0.0021159277164784964 0.00047814667867442681 0.0027739493097828044 -0.0023564701449661552 0.0028228041011280308 0.0013944109409549021 -0.0017560332596701456 0.0030846134392981325 0.0021987938479235448 -0.00056817930006021825
leaf_weight=0.0024906288492316797 0.0017634569522879682 0.0010285056161910546 0.0010006174141651272 0.0016797039059175669 0.0019482088528748331 0.0014803408630541526 0.0023957911353482686 0.0023220746437511144 0.0026938027523453209 0.0010737417029780217 0.0010072283839881449 0.0011227380360250274 0.002385786821357482 0.0012507773254073476 0.0016596145670291209 0.001207581832924908 0.0011222045403381222 0.0011693631219848897 0.0014050307149360277 0.0019910279631907271 0.0013597422640441326 0.0022922583702560395 0.0020759333860174414 0.0016559653102765602 0.0022090477010552334 0.0019709544617854159 0.0030764720584866012 0.0011429345904616639 0.0010628879813923131 0.0010246687776896404
leaf_count=171 78 112 175 840 124 12 94 227 102 19 72 162 162 66 182 137 46 22 155 130 96 226 57 42 64 61 39 5 31 201
internal_value=0 -0.000212255 -0.000137513 -0.000296081 -0.000198914 0.000599313 0.000188878 -0.000587491 0.000517242 -7.94542e-05 -0.00155555 6.02173e-05 0.000149552 -1.6682e-05 0.000104038 -4.83421e-05 0.000101281 -5.92012e-05 -0.000215505 -9.91628e-06 0.000232166 -0.00113221 0.000578772 0.000213566 0.00110238 -3.86694e-05 -0.000496095 0.000507628 -0.00057567 0.0015256
internal_weight=0 0.0414136 0.0403851 0.0368698 0.0358692 0.0106555 0.00889201 0.00649622 0.00417414 0.0341895 0.00295544 0.0312341 0.0301113 0.0277255 0.0264748 0.0248151 0.0236076 0.0224854 0.0214116 0.0202423 0.0182512 0.00369729 0.0145539 0.012478 0.00553974 0.0033307 0.00693826 0.00386179 0.00271885 0.0035153
internal_count=3910 3397 3285 2913 2738 513 435 341 114 1898 196 1702 1540 1378 1312 1130 993 947 928 906 776 381 395 338 221 157 117 78 73 372
is_linear=0
shrinkage=0.00412451


Tree=1028
num_leaves=31
num_cat=0
split_feature=51 1 44 47 1 39 4 14 48 484 2 3 3 51 0 15 4 15 16 0 150 1 2 0 0 43 13 3 3 133
split_gain=0.000310332 0.000551929 0.000677611 0.000503835 0.000595825 0.000632291 0.000526743 0.000575606 0.000712883 0.00048058 0.000396112 0.000402142 0.000374593 0.000378208 0.000886341 0.000454039 0.000478814 0.000370171 0.000327926 0.000546807 0.000443789 0.000315212 0.000470338 0.000293448 0.000362913 0.000384492 0.000541248 0.000308537 0.000517606 0.000464417
threshold=-0.40274499999999996 0.14000500000000002 0.085085000000000008 0.11939500000000002 0.094485000000000013 0.084155000000000021 -0.034289999999999994 -0.46637499999999993 0.11379500000000002 -0.0043499999999999988 0.090310000000000015 -0.075404999999999986 -0.11266 0.08955500000000001 -0.23029999999999998 -1.0000000180025095e-35 -0.0031049999999999997 -0.024209999999999999 -0.057604999999999996 -0.11287999999999999 0.085200000000000012 0.076710000000000014 0.106285 -0.082994999999999985 -0.07773999999999999 -0.081189999999999984 -0.45122499999999993 0.084925000000000014 -0.023079999999999996 -0.090054999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 -6 -8 10 -2 11 -9 21 14 -14 16 -16 -3 19 -18 -20 22 -11 27 -25 -26 -27 28 29 -17
right_child=1 17 -4 -5 5 -7 7 8 -10 12 -12 -13 13 -15 15 23 18 -19 20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0017861833125808861 -0.0031056153506132424 0.0038912789836497426 -0.0031624939036613612 -0.0026047467083580808 -0.0015320853278404662 0.0030762426217731858 -0.0018871492008396351 0.0017333139750180305 -0.00091244990676929883 -0.00099761290114271008 0.0028455465258521067 -0.0013483682746193483 0.0025690550505672858 -0.0025686070244734481 -0.0031374345842964044 -0.0012042678407519825 -0.0004636024563436955 0.0003632379253158389 -0.00091118829045071389 -0.0042073970448080903 0.002397681533568966 0.0023623547996095796 0.0021214987479142924 -0.0022290665919161346 0.0017782529984410999 0.0011491448742184723 -0.0023696233743498939 0.0026682398147247883 -0.0024005342968281464 0.0021392880187850647
leaf_weight=0.0017477798548397585 0.0010148170205703652 0.0010513403425151946 0.0012267011973108302 0.0012712058727859512 0.0020066324226810659 0.0018530869399238101 0.0012299074289785503 0.0026564724266080475 0.0022130533870949876 0.002312727860733328 0.0034494647801075473 0.0010439996659643569 0.0018007564525390684 0.0013303938449528699 0.0018800229248451261 0.0011034926026920466 0.0021245647404635193 0.001054091154685465 0.0020668740493270353 0.0010229448791349571 0.0010987854131911945 0.0016670414043560289 0.0013581031752849526 0.0017532910381656761 0.0014899573707580771 0.0013845658941136207 0.0017535213541639283 0.0011472172495814448 0.0010231449771822484 0.0022032917576202959
leaf_count=145 456 127 46 86 246 250 31 89 28 77 175 49 24 170 335 132 69 30 94 137 27 96 16 349 59 10 236 16 23 282
internal_value=0 1.81467e-05 -7.72742e-05 6.34707e-06 8.18046e-05 0.000781748 0.000444284 0.000818671 0.0011741 -0.000260699 0.00181993 0.000863891 -0.000159472 -0.000390824 -0.000258238 -0.000512146 -0.00127375 0.00212495 -0.000718761 -0.00168034 0.000237305 0.000845309 0.00015637 1.40601e-05 -0.000599059 1.84533e-05 -0.000817096 0.000728396 0.000214433 0.00102352
internal_weight=0 0.0485915 0.046486 0.0452593 0.0439881 0.0144526 0.0125995 0.0105929 0.00936299 0.0295355 0.00714994 0.00370047 0.0285207 0.0231828 0.0218524 0.0200517 0.00819319 0.00210543 0.00631317 0.00314751 0.00316566 0.00533787 0.00367083 0.0118585 0.00638134 0.00462804 0.00313809 0.00547715 0.00432993 0.00330678
internal_count=3910 3765 3608 3562 3476 868 618 372 341 2608 313 138 2152 1963 1793 1769 662 157 327 206 121 189 93 1107 654 305 246 453 437 414
is_linear=0
shrinkage=0.004207


Tree=1029
num_leaves=31
num_cat=0
split_feature=1213 480 1365 475 42 42 52 123 133 43 1374 158 0 16 4 3 16 3 49 43 129 4 1 49 1 0 49 13 13 4
split_gain=0.000296545 0.000306058 0.000313417 0.000319761 0.000379509 0.000535121 0.000458131 0.00053789 0.000539168 0.000475134 0.000457193 0.000469124 0.000443296 0.000605251 0.000491319 0.000532145 0.00043555 0.000402397 0.000401972 0.000392936 0.000463613 0.000353857 0.000422859 0.000621154 0.000468409 0.000416328 0.000400417 0.000577354 0.000659434 0.000451235
threshold=-1.0000000180025095e-35 0.086640000000000009 1.0000000180025095e-35 -0.08459499999999999 -1.0000000180025095e-35 -0.082904999999999993 0.18936500000000003 1.0000000180025095e-35 0.093845000000000026 0.10440000000000002 0.086000000000000007 0.085745000000000002 -0.076099999999999987 0.050115000000000007 -0.23071499999999998 -0.10140999999999999 0.0015250000000000001 0.12991000000000003 -0.064499999999999988 -0.27619499999999997 0.089165000000000008 -0.082509999999999986 0.094695000000000015 -0.045004999999999996 0.11052000000000002 -0.17106499999999999 -0.083359999999999976 -0.09547499999999999 -0.023539999999999995 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 18 7 8 10 -10 11 12 13 16 15 -14 21 -17 -5 -20 -21 -6 26 -24 -25 -26 -23 -28 -29 -30
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 -12 -13 14 -15 -16 17 -18 -19 19 20 -22 22 23 24 25 -27 27 28 29 -31
leaf_value=-0.0017954180669703761 -0.0015607037865317678 -0.0020168044306696862 -0.0020412466404901653 -0.0023418966467085014 0.0026330849963668288 -0.0028057849159921202 -0.0013458775644220782 0.0026667644453503342 -0.0024714177617562137 0.0007059400046335357 -0.0020330765506952676 -0.0014185014420954158 0.0024042596480985264 -0.0019586639288472025 0.0026138617229443028 -0.002072152823167498 0.0029504476575976856 0.0011931694596959176 -0.0016946594945705942 0.0020287071347644264 -0.00093441462841501995 -0.0021970884902201269 0.0029253830320020041 0.0020005580469816733 -0.0026131458440913817 0.00070661609912985718 0.0019511095972829097 -0.0028577468393182035 0.0020033792010824458 -0.00044557691532618154
leaf_weight=0.0014086936569347444 0.0016663888496341031 0.00109517769869756 0.0010462775065409593 0.0010068043673547855 0.0010571271574910555 0.00139924668958774 0.0023048726681261225 0.0015695346114892308 0.0018276393995737541 0.0011635338298638942 0.0010427586827428939 0.0016613042437089711 0.0014654099014750344 0.0015039664522915599 0.0033865775211339251 0.001257962109522559 0.0011234914786619745 0.0010425791767829651 0.0010677161041532379 0.0022919250795457313 0.0012233879803020264 0.0012629689296961262 0.0019825901128491807 0.0013983057346749197 0.0010769399644914301 0.0012138153807281782 0.0020621951649026915 0.0013257414538742074 0.0015173307814748682 0.0045287369889592845
leaf_count=592 250 240 74 34 35 371 274 257 251 20 54 168 63 89 174 54 34 18 57 180 111 41 73 30 28 52 36 165 24 61
internal_value=0 1.40271e-05 6.18813e-05 0.000110317 0.000173943 -0.000656272 0.000331723 0.000443896 0.000337855 -0.00123546 0.000495196 0.000586525 0.000708961 0.000412664 0.00153967 0.000573696 0.000604931 -0.000592346 -0.000118206 0.000370296 0.000997491 0.000453708 0.000312958 0.00117086 0.000227942 -0.000854085 -0.000141912 0.000133223 -0.000375314 0.000169017
internal_weight=0 0.0475723 0.0464771 0.0454309 0.0437645 0.00698908 0.0367754 0.0344705 0.032901 0.00299117 0.0299098 0.028867 0.0272057 0.0200532 0.00715253 0.00376595 0.0185492 0.00230054 0.00558983 0.00458303 0.00351531 0.0174258 0.0163686 0.00567165 0.00368906 0.00229076 0.010697 0.009434 0.00737181 0.00604607
internal_count=3910 3318 3078 3004 2754 753 2001 1727 1470 271 1199 1145 977 668 309 135 579 72 382 348 291 545 510 183 110 80 327 286 250 85
is_linear=0
shrinkage=0.00388662


Tree=1030
num_leaves=31
num_cat=0
split_feature=133 160 1 133 15 147 1 12 52 0 2 151 52 52 16 4 457 11 3 3 2 51 12 15 12 2 0 52 3 13
split_gain=0.000316298 0.000417757 0.00034615 0.000516308 0.00045178 0.00059622 0.000468926 0.000435387 0.000491731 0.00035001 0.000557693 0.000334071 0.000344045 0.000379488 0.000317434 0.000382494 0.000406305 0.000478572 0.000368927 0.000448317 0.000628149 0.000340735 0.000314783 0.000316124 0.000285495 0.000471433 0.000324202 0.000522203 0.000321038 0.000269754
threshold=-0.26719999999999994 -0.40446999999999994 0.085835000000000009 -0.14847499999999997 0.088495000000000018 0.089245000000000005 0.11649500000000002 -0.041094999999999993 -0.012244999999999997 0.18055000000000002 0.10705000000000002 -0.083919999999999981 -0.082174999999999984 -0.0025949999999999997 0.050115000000000007 -0.078094999999999984 -0.0034949999999999994 0.088315000000000018 -0.10315499999999998 0.090325000000000003 0.113945 0.089960000000000012 0.097345000000000015 -0.017214999999999998 0.089995000000000006 0.099990000000000009 -0.080674999999999983 0.086950000000000013 -0.084129999999999996 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 7 -6 8 -5 10 11 -3 29 -14 15 -9 -17 18 -18 -20 21 -21 23 -16 26 -26 27 28 -15 -13
right_child=1 2 3 4 6 -7 -8 14 -10 -11 -12 12 13 24 22 16 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0019449769762706979 -0.0022707650927679965 -0.0018263703880976869 0.0030020817794830742 0.0033781897328603646 -0.0032146868758423626 0.0030716576847648995 0.0001806658148229846 0.001841307603232115 0.00024268130701085781 0.0013255596737736541 -0.0027675607521344073 0.0014173150519546851 -0.0026259066584869125 -0.00095182935378655686 -0.0030396001082815568 -0.0016126582376965342 0.0027469529701519891 -0.0020094161451179584 -0.00050523029694331386 0.0033043078001153939 -0.00076275145687887749 0.00080082947985706085 0.00057047521032987112 -0.00023361203625641769 -0.0024194202857729784 0.00069260039006130284 0.0022326831944640977 -0.0022257390925362885 0.0015353550326181473 -0.00072767366724561886
leaf_weight=0.001225374018680169 0.0011313707082831739 0.0017934983035751686 0.0010270850884981355 0.0013049167665803996 0.0010640092200415721 0.0011603024010140564 0.0013272944611344428 0.0020232135531275093 0.0016374598821757838 0.0017007077708512943 0.001426876638549123 0.0030752829616794708 0.0010625484448417407 0.0011646985732103017 0.0012989351548151618 0.001814609563592918 0.0010312610995200063 0.0011471951725354765 0.0045925624046598904 0.0017071944832882657 0.0016305962659650675 0.0014682150790292781 0.001274268224801034 0.0010575741034184452 0.0017625418833838724 0.0011799085360540973 0.0010239541146490711 0.0012608639099905006 0.0021342479635277911 0.0011770839901419335
leaf_count=238 290 219 46 166 257 103 50 71 168 23 232 175 188 171 98 78 47 31 156 27 62 17 76 105 267 44 50 201 144 110
internal_value=0 1.62973e-05 7.33805e-05 0.000353207 0.000246682 0.000409568 -0.00133009 0.00026909 0.00163325 -0.000322845 -0.00048716 -0.000279042 -7.85428e-05 -0.000478605 5.83401e-05 0.000297083 6.37811e-05 0.00032655 0.000583487 0.0003461 0.00115962 0.00214677 -0.000955268 -0.00178031 -0.000211006 -0.00117151 0.000295149 -0.000139944 0.00065725 0.000823568
internal_weight=0 0.0464603 0.0453289 0.0265667 0.0255396 0.0231483 0.0023913 0.021988 0.00294238 0.0187622 0.0170615 0.0156346 0.0138411 0.00958876 0.0190456 0.0154148 0.0133916 0.011577 0.0104298 0.00939857 0.00480601 0.00317541 0.00363078 0.00235651 0.00852621 0.00294245 0.00558376 0.00455981 0.00329895 0.00425237
internal_count=3910 3672 3382 1558 1512 1205 307 1102 334 1824 1801 1569 1350 1065 768 489 418 340 309 262 106 44 279 203 877 311 566 516 315 285
is_linear=0
shrinkage=0.00381041


Tree=1031
num_leaves=31
num_cat=0
split_feature=9 401 52 151 1348 1456 1 14 2 15 15 42 43 42 52 160 43 47 49 3 2 52 52 3 403 0 33 9 47 151
split_gain=0.00137259 0.000985441 0.000968067 0.000996725 0.00102393 0.00118415 0.00106047 0.001024 0.000994238 0.000959371 0.00120017 0.00108325 0.00107838 0.00100378 0.000906094 0.000893542 0.0010404 0.00149245 0.00113576 0.000777007 0.000965745 0.00117822 0.00100217 0.00104488 0.00112856 0.000944505 0.000914652 0.00126274 0.00106683 0.000739855
threshold=-0.016839999999999997 0.10072000000000002 -0.51745999999999992 -0.52174999999999983 0.090050000000000005 -1.0000000180025095e-35 0.10113500000000002 0.077685000000000018 0.14808000000000002 0.035895000000000003 -0.017214999999999998 0.097535000000000011 -0.27619499999999997 0.11377500000000002 0.18936500000000003 -0.079684999999999992 -0.074254999999999988 0.084155000000000021 0.10581000000000002 -0.11266 0.11635500000000001 0.14114500000000005 0.11401500000000002 0.10223 -1.0000000180025095e-35 0.37339500000000009 -0.007134999999999999 0.091370000000000021 1.0000000180025095e-35 -0.092609999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 14 9 10 12 -11 -8 15 19 -14 -17 -18 -19 25 21 22 23 24 -21 -7 -26 28 29 -28
right_child=1 -3 3 4 -6 6 8 -9 -10 11 -12 -13 13 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0012622770874735068 -0.00099956819838641184 -0.0012932113061341005 -0.0012977519253072559 -0.00091089110273176975 0.0013719487618966512 0.00057727371254733841 -0.0011981353938825365 -0.0014004958252493765 0.0012838202977489893 -0.0010449987166056903 0.0010924840927827911 0.00053302851553532955 -0.00030160750490171312 -0.0010924312637570991 -0.00096096921518500685 0.0010424390230376805 0.00087960460708879327 -0.00072594537066531222 0.00058634214460398862 -0.0010674086956113504 -0.0011595896169854533 0.0010221405565938452 -0.001400681262763163 0.00055530779721932257 -0.0013815071029607616 -0.00049624094420967074 -0.0010596012755651983 0.0013981314511892818 -0.001150701523543527 1.4362849962689936e-05
leaf_weight=0.001578350602482014 0.002006715428116256 0.0012427991480342673 0.0011739745310919139 0.0028028749135756139 0.0010556301836590612 0.0071411071882581043 0.0010973286368312065 0.0011584639477053562 0.0016699518383322945 0.0024165114873539997 0.0030675523707373057 0.0013183819084758852 0.0036901556188198006 0.0010604908804268112 0.0021498496959873039 0.0043341087586945539 0.0038968537270527275 0.0035604427579443154 0.0020309303582735083 0.0025225837950348931 0.0016601431071556752 0.0018492539023604584 0.0011654490613004489 0.0044512932990983236 0.0010457734979922853 0.002073803058010526 0.0013214932181959673 0.0011372141616448053 0.0017984083935151931 0.026107949691683736
leaf_count=121 274 192 65 334 40 120 16 74 117 39 48 22 85 25 254 102 140 52 26 656 90 12 46 35 24 11 55 2 90 743
internal_value=0 -5.47326e-05 -3.77747e-05 -1.60296e-05 1.15056e-06 -1.55729e-05 1.43996e-05 -9.77401e-05 0.000235879 0.000169773 0.000277813 -0.00048797 0.000150767 0.000230462 -7.00099e-05 0.000310572 0.000474006 0.000214352 -0.000249289 -3.33682e-05 -0.000112346 -7.03509e-05 -0.000121433 -8.25918e-05 -0.00016627 0.000335681 -9.38998e-05 -4.95546e-05 -0.000105882 -3.73785e-05
internal_weight=0 0.0920075 0.0907647 0.088758 0.087584 0.0865284 0.0837255 0.0555828 0.0281427 0.0264728 0.0227379 0.00373489 0.0196703 0.018573 0.0544243 0.0175125 0.0138223 0.00948823 0.00559137 0.0522745 0.0430596 0.0413994 0.0395502 0.0383847 0.0339334 0.00921491 0.0314108 0.0303651 0.0292279 0.0274294
internal_count=3910 3789 3597 3323 3258 3218 2884 2212 672 555 494 61 446 430 2138 405 320 218 78 1884 1753 1663 1651 1605 1570 131 914 890 888 798
is_linear=0
shrinkage=0.00140032


Tree=1032
num_leaves=31
num_cat=0
split_feature=1213 0 4 52 12 43 403 48 147 160 41 39 456 12 49 42 50 13 15 151 49 2 43 4 43 12 4 1 42 2
split_gain=0.00027787 0.000282831 0.000621398 0.000968488 0.000633147 0.000513198 0.000468464 0.00042895 0.000780468 0.000487336 0.000474138 0.000471505 0.000436404 0.000380149 0.00037215 0.000958392 0.000350492 0.000432791 0.000548101 0.000556573 0.000536107 0.000349352 0.000337618 0.000472005 0.000328813 0.000305616 0.000292992 0.000753302 0.00026801 0.000227182
threshold=-1.0000000180025095e-35 -0.017269999999999997 -0.49837999999999999 0.10433000000000002 0.084695000000000006 -0.34918499999999997 -1.0000000180025095e-35 -0.09386499999999999 0.088565000000000019 -0.23073999999999997 0.078610000000000013 0.005105000000000001 0.087055000000000007 0.10508500000000001 -0.084114999999999981 0.088235000000000022 0.10625000000000001 -0.094679999999999986 0.088615000000000013 0.056555000000000001 0.059130000000000009 0.082715000000000025 -0.074254999999999988 0.05309500000000001 0.088185000000000013 -0.095029999999999989 0.0033150000000000007 0.094695000000000015 -1.0000000180025095e-35 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 -7 -8 9 -9 11 12 14 -6 15 29 17 24 19 20 21 22 -19 -24 -16 -13 28 -28 -23 -11
right_child=1 2 4 -5 13 6 7 8 -10 10 -12 25 -14 -15 16 -17 -18 18 -20 -21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017120936059354861 -0.0023491394503777838 -0.0028768189918313741 0.0030306453916883738 0.0017217068740131931 -0.00073309813340535475 -0.002325510811369458 -0.0021663947347124891 -0.0022787926678069161 0.0033579451250350628 -0.0037313571834555314 -0.001999982937440364 0.00043862613504673574 -0.0023769686154836403 0.0020210251981486859 0.0023866100903327052 0.0019924542423920893 -0.0015030793107129749 0.0014092542233716113 -0.0021309516860976521 -0.0018772287268315638 -0.0011960944900198081 0.00049991042793270924 -0.0021726846190201913 0.00065827866156746128 -0.00014739305514979036 0.0029225599706124111 -0.0018467649932402339 0.0022964354617735455 0.0025173290077767558 -0.001326556234551385
leaf_weight=0.0013871925112720887 0.00143982279781693 0.001481922202974939 0.0021443115202599561 0.0012062226396460929 0.0018817549017242641 0.0012462735431749685 0.0012218620540878069 0.0012779367238215092 0.0010547686037956075 0.0010239488336392091 0.0014591101002068277 0.0014262014365797882 0.0010192799015751311 0.001186458751538666 0.0025870649795569625 0.0010540193285919486 0.0014084053026268825 0.0020465205514423879 0.0013375118446283798 0.0014178730905811667 0.0020410394727584666 0.0012986987745076126 0.0014814517684413886 0.0020225402675322357 0.0010433394424580467 0.0014507430805852364 0.0011764513489822548 0.0013898951785904501 0.0036242759876214939 0.0012876222944253612
leaf_count=592 126 140 162 18 55 538 50 296 107 54 97 66 151 55 89 23 111 99 174 40 344 60 57 24 40 153 33 30 84 42
internal_value=0 1.89664e-05 0.000674695 -0.000813371 0.0014421 -0.000117956 -2.96928e-05 5.17061e-05 0.000131586 2.80672e-05 0.000121371 0.000224078 6.92435e-05 0.000331904 0.000164263 -0.00101876 0.000338321 0.000459133 0.00021504 0.000405224 0.000619816 0.000904048 0.000179575 -0.000538623 0.00165836 0.00169119 0.00144097 0.000397131 0.00198513 -0.0023918
internal_weight=0 0.0457373 0.00790067 0.00268814 0.00521253 0.0378367 0.0363968 0.0351506 0.0339287 0.0328739 0.031596 0.0301369 0.0272599 0.00306821 0.0262407 0.00336559 0.0228751 0.0214667 0.0178363 0.0164987 0.0150809 0.0130398 0.00555051 0.00350399 0.0036304 0.00287694 0.00748932 0.00256635 0.00492297 0.00231157
internal_count=3910 3318 430 158 272 2888 2762 2224 2174 2067 1771 1674 1455 110 1304 119 1185 1074 945 771 731 387 180 81 129 219 207 63 144 96
is_linear=0
shrinkage=0.00381041


Tree=1033
num_leaves=31
num_cat=0
split_feature=150 15 3 3 52 484 160 1 151 49 474 11 156 130 12 43 42 133 4 16 43 2 15 52 13 13 12 52 0 16
split_gain=0.000295902 0.00049841 0.000601834 0.000708788 0.000525627 0.000459068 0.000476637 0.000392369 0.000601773 0.000782545 0.000644049 0.000494305 0.000480863 0.000479983 0.000402603 0.000395068 0.000560837 0.000518164 0.000555207 0.000500018 0.000456556 0.00037199 0.000320019 0.000313395 0.00029641 0.000770951 0.000339395 0.000279415 0.000277672 0.000210182
threshold=0.075065000000000007 -0.097269999999999981 0.10223 -0.097604999999999983 -0.068164999999999989 -0.0043499999999999988 -0.069144999999999984 0.12811000000000003 0.087190000000000017 -0.006494999999999999 0.084710000000000021 0.088315000000000018 0.083950000000000011 -0.086274999999999991 0.10333000000000002 -0.07526999999999999 0.092395000000000019 0.089845000000000022 -0.34687499999999999 -0.17157499999999998 -0.0037249999999999996 0.092865000000000017 -0.073314999999999991 -0.089799999999999977 -0.51172499999999987 -0.094679999999999986 0.086935000000000012 -0.083529999999999979 -0.10131499999999999 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 23 6 -1 8 9 21 11 12 13 -11 22 17 20 18 -15 -20 -17 -7 -9 -5 -22 -26 29 -21 -12 -27
right_child=1 2 -4 4 -6 7 -8 14 -10 10 28 -13 -14 15 -16 16 -18 -19 19 27 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=8.7451181144761975e-06 0.0028133534213974918 0.0022536054087687477 0.0020212927637528692 -0.0016842876020247948 -0.0028546504112066692 -0.0008264272599928156 -0.0035998943987072141 0.0019185262085198954 0.0026352985688787296 -0.0022675885281620675 0.0031364653293126559 -0.0027680877147105588 -0.0025189190253969147 0.0036187670016211001 0.0030713576111060879 -0.0019153423428050524 -0.0026546907770239733 -0.0015122013572113637 0.0023703399676358373 0.0011634293165680844 -0.0013928049625927146 -0.0033464717374277254 -0.00073336508840678616 0.00069822281536045881 0.0023228675458066539 -0.0011145465599583159 -0.0021075138286656843 -0.0013629615659265884 0.00041561139776894292 0.00062262660679152397
leaf_weight=0.0010041333110922812 0.0012483088424462005 0.0012106157689402161 0.0020467497519569555 0.0012637986509034249 0.0015317300700918839 0.0017633744458276359 0.0011288693851125011 0.0010874627576588081 0.0010321964665767061 0.0013055069660790055 0.0011771935886599749 0.001106732852202085 0.0011885213721757873 0.001227525843441768 0.0010569710494330309 0.001581001466266896 0.0012808945535068847 0.0010927341572336546 0.0016245943054107315 0.0010825552379289949 0.0013453020766576148 0.0016427716562255057 0.0016836096809456072 0.0021919500816309787 0.0025150262417943355 0.0013130437619111035 0.0010782305734637898 0.001539530740420343 0.0010133888626417944 0.0043994934359446033
leaf_count=172 64 64 84 62 169 84 403 168 35 93 31 89 154 19 57 413 351 181 42 77 21 58 43 83 65 34 248 220 167 159
internal_value=0 0.000569524 0.000229798 -0.000361794 -0.000996633 -0.000186131 -0.00190109 -7.89762e-05 -0.000224154 -0.000324966 -9.89275e-05 -0.000281782 -0.000159886 -2.87795e-05 0.00107051 0.000116778 -0.000255813 0.00088347 0.00136168 0.000709259 -4.61264e-06 -0.00204184 0.000307327 -0.000173083 0.000279008 0.000520695 -0.000146757 -0.000319915 0.00187777 0.000223332
internal_weight=0 0.00949315 0.00824484 0.00619809 0.00498748 0.0362707 0.002133 0.0341377 0.0303096 0.0292774 0.0258713 0.0236807 0.022574 0.0213854 0.00382804 0.0200799 0.013513 0.00656694 0.00547421 0.00424668 0.0122321 0.00340615 0.00277107 0.00345575 0.0106511 0.00930579 0.00679077 0.00262209 0.00219058 0.00571254
internal_count=3910 526 462 378 314 3384 575 2809 2541 2506 2364 2166 2077 1923 268 1830 1291 539 358 339 940 142 211 145 527 506 441 297 198 193
is_linear=0
shrinkage=0.00381041


Tree=1034
num_leaves=31
num_cat=0
split_feature=9 453 1348 4 11 50 1 16 1456 2 150 1 3 0 15 15 124 156 1375 13 16 13 40 47 160 160 0 0 160 47
split_gain=0.00110463 0.000933503 0.00107402 0.00101776 0.0018019 0.00103614 0.000863604 0.000944948 0.00083938 0.000926902 0.00135293 0.00114751 0.00186571 0.00143378 0.00107602 0.00104674 0.00107495 0.00100827 0.00122817 0.000961752 0.00121868 0.00114797 0.000882626 0.00103916 0.000842379 0.000847955 0.00107035 0.00115966 0.000862491 0.00120572
threshold=-0.016839999999999997 0.10097500000000002 0.090050000000000005 0.28937500000000005 0.08184000000000001 0.11901000000000002 0.11215000000000001 -0.54165499999999989 -1.0000000180025095e-35 0.086545000000000025 0.085425000000000015 0.077800000000000022 -0.013944999999999997 -0.11756999999999999 -0.14676499999999995 0.035895000000000003 -0.087894999999999987 0.090225000000000014 -0.45817499999999994 -0.098524999999999988 0.20277000000000003 -0.083654999999999993 0.028705000000000001 0.13206500000000002 0.088785000000000017 -0.089989999999999987 -0.10575999999999998 -0.10209999999999998 0.031805000000000007 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -5 -2 10 22 13 -13 -11 -15 16 -14 18 -18 20 -16 -21 23 24 25 -10 -27 -28 29 -29
right_child=1 -3 -4 5 -6 -7 -8 -9 9 11 -12 12 15 14 19 -17 17 -19 -20 21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0011074736221183253 -0.00082540902818013513 -0.0010579144141605419 0.0012552437117380056 0.0011532706231611306 -0.0012683928622143892 -0.00064327415340595709 0.0010441567613953407 -0.00020195352889444961 -0.0010802154706146317 -0.0012684433254625737 -0.0012080839410488116 0.0011003553783347812 -0.00091154434855206419 -0.0012686614489976899 0.00099900357105290011 -0.00070684003465402545 -0.00048332159066773601 -0.00073637587918510465 0.00066480173969558898 -0.0010269693825131904 -9.9573070653968777e-05 -5.258293599902899e-08 0.00084213079028475166 -0.0012260367808283022 -0.001260717868525895 0.00042631026106815912 -0.0012687850301234458 -0.00043149564127556266 0.0010476371000206343 0.00049788360903546157
leaf_weight=0.0013652827123209468 0.00221223879520721 0.0014317987777303634 0.0010408064221056881 0.0011425458440044167 0.0020255520882526126 0.0013748644221323048 0.0032590260799523207 0.0030027582359082317 0.0012628359081887633 0.001579230987829301 0.002047163999552736 0.0038660663407128473 0.0011750451443148799 0.0010605125101784641 0.0032518461058641491 0.0021444248501723004 0.0017880596345207804 0.0012190365193891503 0.0092635482542107166 0.0020007823841140483 0.0032455616620126193 0.014032601557109295 0.0014015803750986313 0.0014711816928070212 0.0010043307364495649 0.0062605539816278305 0.001474855399358428 0.0082530053907282734 0.0010043874221015167 0.0030848178531934787
leaf_count=121 362 27 46 38 158 17 236 37 129 57 70 96 17 61 43 43 7 56 154 256 20 839 11 24 71 70 12 734 26 72
internal_value=0 -4.22384e-05 -2.53186e-05 -4.10157e-05 -8.81704e-05 0.000367889 0.000555645 0.000171579 -5.59101e-05 -3.22312e-05 -0.000216479 8.03349e-05 0.00031166 -9.84739e-05 -2.01547e-05 0.000116078 0.000247324 0.000358298 0.000479045 3.86118e-05 0.000450247 -0.0001282 -0.00013598 -0.000193542 -0.000125563 -7.21396e-05 -8.73401e-06 -0.000205854 -7.88369e-05 -0.000178628
internal_weight=0 0.087381 0.0859492 0.0849084 0.0761292 0.00877919 0.00740433 0.0041453 0.0741037 0.0718914 0.0272647 0.0446267 0.0194562 0.0251705 0.0235913 0.0155901 0.0134457 0.0122706 0.0110516 0.0225308 0.00649741 0.0160334 0.0252175 0.023816 0.0223448 0.0213405 0.0200776 0.0138171 0.0123422 0.0113378
internal_count=3910 3789 3762 3716 3388 328 311 75 3230 2868 1219 1649 373 1276 1219 277 234 217 161 1158 63 1095 1149 1138 1114 1043 914 844 832 806
is_linear=0
shrinkage=0.00126831


Tree=1035
num_leaves=31
num_cat=0
split_feature=9 158 52 14 157 1213 453 1 2 1374 2 40 42 12 51 1447 1 3 11 0 4 1 12 159 1 0 48 15 160 16
split_gain=0.00102919 0.000915085 0.000835198 0.000824828 0.0011071 0.000986389 0.000919663 0.000832592 0.000811701 0.00118425 0.000972733 0.000842846 0.000865074 0.00118041 0.00122739 0.00078495 0.000784882 0.00169719 0.00121116 0.00119542 0.000965135 0.00127192 0.000725616 0.000841888 0.000693257 0.000628644 0.000703718 0.00122374 0.000612231 0.000606022
threshold=-0.016839999999999997 0.11015500000000002 -0.51745999999999992 0.077685000000000018 -0.077044999999999988 -1.0000000180025095e-35 0.089535000000000017 1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.087005000000000013 0.028705000000000001 -0.10770999999999999 0.097345000000000015 0.077145000000000005 -1.0000000180025095e-35 0.085110000000000005 0.088060000000000013 0.082245000000000013 -0.11756999999999999 0.0057500000000000008 0.10561500000000001 -0.085504999999999984 0.09678500000000001 0.091310000000000016 -0.10943499999999999 0.088875000000000023 -1.0000000180025095e-35 0.085545000000000024 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 8 -4 9 -7 -10 12 -11 14 -14 -12 19 18 -18 -17 21 -19 -21 25 -22 -24 27 -27 -28 -29
right_child=1 -3 3 -5 5 6 -8 -9 10 11 15 -13 13 -15 -16 16 17 20 -20 22 24 -23 23 -25 -26 26 28 29 -30 -31
leaf_value=0.0012441469326282138 -0.00095510228092749285 -0.0012568747512468497 -0.00042564976261306206 -0.00093208551571935441 -0.0010732918690306214 -0.0014005329436050018 -0.0010985915982670677 0.00084872122714148388 0.0011272495403103296 -0.0012268141769739326 -0.00080199491065982142 0.00096520073330735087 -0.00048031856675050127 0.00054308774763271825 0.0005943149609460548 -0.0014004695545763069 0.0012720285447074861 -0.0013752440806337127 -4.8338216759429216e-05 -0.0011256322266505578 0.0014006467702110854 0.00014432660848479292 -0.0010397512407674559 0.0010262487394720888 0.00016406866525658801 -0.0014004250741286339 2.2751770856900294e-05 0.00055600006156248511 0.0012807685927559314 -0.00016313515389423074
leaf_weight=0.0012484449238252529 0.0018244182578418524 0.0011882278168803264 0.0012599649758863176 0.0018040106316221651 0.0017167811489675047 0.0014739506641490143 0.0014571735984532088 0.0049736828761606233 0.0018732063764916864 0.0014247397075545188 0.0018263659311381067 0.0013569737517968852 0.011737341565139173 0.0043588562736243111 0.0025340285470769617 0.001220490203991168 0.0048778286976283161 0.0018581537692625725 0.0018901670129913839 0.0010071481027811293 0.0010221886477665976 0.0025796343156372359 0.0010724549201199694 0.0017226220442103637 0.0068232083026842361 0.0012401491969407071 0.0014714238659053755 0.0034047238069172441 0.0015657937881172757 0.0070681185844310461
leaf_count=121 275 166 184 110 524 17 47 153 32 50 125 16 642 118 58 45 198 37 43 34 5 63 34 57 134 196 83 54 13 276
internal_value=0 -3.72022e-05 -1.87276e-05 3.56828e-06 2.6129e-05 -2.52257e-05 1.68303e-06 0.000591141 2.61946e-05 -0.000186441 0.000140633 -0.000102865 -0.000175134 -9.47069e-05 -0.000289506 9.51692e-05 0.000137374 0.000340213 0.000903276 -5.8062e-05 2.99674e-05 -0.000491935 3.02496e-05 9.66004e-05 0.000325184 -4.61094e-06 7.06518e-05 -8.50994e-05 0.000671304 7.06559e-05
internal_weight=0 0.0796338 0.0784456 0.0766212 0.0748172 0.0685835 0.0668667 0.00623365 0.0654096 0.0228859 0.0425237 0.0214119 0.020055 0.0186302 0.0142714 0.0406505 0.0388241 0.0190512 0.006768 0.0197729 0.0122832 0.00443779 0.0185524 0.0175453 0.0078454 0.0158227 0.0147502 0.011713 0.00303722 0.0104728
internal_count=3910 3789 3623 3348 3238 2901 2377 337 2330 901 1429 884 868 818 700 1397 1272 480 241 792 239 100 747 713 139 656 622 526 96 330
is_linear=0
shrinkage=0.00140032


Tree=1036
num_leaves=31
num_cat=0
split_feature=51 124 1 50 15 47 39 158 156 159 1213 1 1374 457 3 133 42 49 52 42 0 13 0 15 16 3 47 1 9 15
split_gain=0.000295142 0.000468308 0.000368071 0.000614432 0.000567409 0.000570381 0.000489458 0.000474114 0.000343459 0.000358485 0.000445846 0.000279076 0.000274975 0.00052436 0.000294013 0.000267809 0.000535469 0.000499036 0.000685309 0.000544974 0.000487751 0.000479617 0.000540386 0.000497359 0.000469096 0.000387345 0.000458913 0.000650676 0.000607054 0.000275189
threshold=-0.40274499999999996 0.10385500000000002 0.14000500000000002 0.11772500000000001 -0.24219999999999997 0.11896000000000002 -1.0000000180025095e-35 0.085745000000000002 0.091280000000000014 0.087945000000000009 0.041025000000000006 0.11198000000000001 -0.094679999999999986 0.088175000000000017 0.096385000000000012 0.090085000000000012 0.091735000000000025 0.11115500000000002 0.11401500000000002 0.091230000000000019 -0.07773999999999999 -0.094679999999999986 -0.084304999999999977 0.085285000000000014 0.050115000000000007 -0.10628499999999998 0.09252500000000001 0.093720000000000012 0.091370000000000021 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 6 -6 8 9 10 12 -2 -8 15 -15 17 20 18 19 21 -17 22 -14 24 25 -23 27 29 -28 -27
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0016459119317149074 0.00046952056171962526 0.0024141492278671266 0.0020155680034163125 -0.0026247429219044272 -0.0024543218286740835 -0.0028398398018223817 -0.0011057070997950449 -0.0020023488014484529 -0.0016072326796511165 0.0017676513624944813 -0.0023208317647637317 0.0030536322972788462 0.0002069059884774961 0.00061650757568669512 0.0034338082557613552 -0.0016703263710200525 -0.0029305086960726115 0.0028712490870432053 -0.0020650685314055183 0.0018715815510849726 0.0017510312118841948 0.0025825909279877778 0.0035501783432475196 -0.0021087368239802919 -0.0023678730295971654 -0.00097826194317413408 -0.0034488447136619502 0.0028660464547877701 0.00066199969906896941 0.00079161345950712033
leaf_weight=0.0015801908949892854 0.0012011675423977399 0.0011647035142656739 0.0012345379797923375 0.0013494600680902516 0.0011844215772014435 0.0010916243153644692 0.0021684760164788477 0.0015831628272833789 0.0015736514931512504 0.0020256359737071952 0.0010556499110793696 0.0012262765667885311 0.0018445489628091671 0.001017205988556257 0.0011412336735165951 0.0011040816268370335 0.0011700651401759243 0.0010508983517292228 0.0018012712905592356 0.0030402961310633794 0.0013383225973773163 0.0010066231658529693 0.0011331813067414426 0.0017462230221398931 0.0010231008180990051 0.0024354533260291826 0.00108337002544312 0.0014177592135002914 0.001005772546704975 0.0026781668219231546
leaf_count=145 36 42 147 232 50 70 52 268 257 165 294 148 85 47 36 155 180 40 202 135 68 44 31 294 149 222 51 71 6 188
internal_value=0 3.02352e-05 -3.47413e-05 -9.5738e-05 -1.07319e-05 -0.000125647 -4.47573e-05 3.57621e-05 0.000131054 0.000215776 0.000111897 0.00177494 0.000199828 0.000304535 0.0021061 0.000148237 -0.000810974 0.000311173 0.00017809 0.000397512 0.000204417 0.00010601 0.0014792 -0.00022384 8.52088e-05 0.000345904 8.47247e-05 0.000581948 -0.00146977 -5.13214e-05
internal_weight=0 0.0438963 0.0427316 0.0414971 0.0401476 0.0377202 0.0366286 0.0354442 0.033861 0.0322873 0.0302617 0.00242744 0.0292061 0.0270376 0.00215844 0.0248791 0.00361247 0.0212667 0.0202158 0.0184145 0.0024424 0.0153742 0.00297773 0.0123965 0.0106502 0.00962715 0.00862052 0.00653138 0.00208914 0.00511362
internal_count=3910 3765 3723 3576 3344 3160 3090 3040 2772 2515 2350 184 2056 2004 83 1921 403 1518 1478 1276 223 1141 116 1025 731 582 538 481 57 410
is_linear=0
shrinkage=0.00381041


Tree=1037
num_leaves=31
num_cat=0
split_feature=31 151 1348 484 160 49 52 133 133 13 403 2 49 474 475 1213 131 2 0 0 0 47 0 15 1 2 15 15 39 0
split_gain=0.00121352 0.00105867 0.00142453 0.0011575 0.00130414 0.00123236 0.0010253 0.00217738 0.00162536 0.00179867 0.00126617 0.00110423 0.00101724 0.00108567 0.00133099 0.00115651 0.00119696 0.00132876 0.000987435 0.00135827 0.00144219 0.00123129 0.00126113 0.000932426 0.00089675 0.000886163 0.000866409 0.00102889 0.000823813 0.000766752
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.090050000000000005 -0.0043499999999999988 -0.089599999999999985 0.10581000000000002 0.11588000000000002 -0.036599999999999987 -0.26719999999999994 -0.10023999999999998 -0.088854999999999976 0.097940000000000013 0.0052300000000000011 0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097135000000000013 0.086650000000000019 -0.017269999999999997 -0.082484999999999989 -0.084304999999999977 0.09550500000000002 -0.11077499999999998 -0.19153499999999998 0.076710000000000014 0.087005000000000013 -0.106555 -0.095799999999999982 -1.0000000180025095e-35 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -5 11 -11 23 13 14 -12 -16 17 18 19 20 21 22 -17 -10 -25 -19 -27 -28 -13 -15
right_child=1 2 -4 5 -6 -7 7 -9 9 10 12 28 -14 29 15 16 -18 25 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0012634714967006795 -0.0013073040396558064 0.00066733889257208846 0.0013852651002784072 -0.001269425067597669 -0.00097624370813298314 0.00052701024022089652 0.0012910334002780228 -0.00079683359339077775 -0.0010487435709231319 -0.0013702687565394006 -0.0012210605490950691 -0.00016911275724067895 -0.00091756351818945904 0.0012953260156532021 -0.00124365418190588 -0.00016663406194262611 0.0010636768745131136 0.0012885177520449663 0.00088728212044374068 -0.0012877339608475212 0.00076642437610003299 0.0002975287660835078 -0.0013393017026715988 -0.00012922848198072774 0.0011497726360151866 0.0010808875281678688 -0.0010133302203294595 0.00014264416796176961 0.0012115396417352411 4.3023116423745296e-05
leaf_weight=0.0013712171374704587 0.0013229277207535963 0.0011742150229443471 0.0013441939061262778 0.0019697014657560344 0.0048848554104790045 0.0072661237985507379 0.0011242060432969936 0.0076065543051596629 0.0011318128674204786 0.001468680619933104 0.0018785318644027873 0.0010351346895092206 0.0025232911302150987 0.0020433365725693875 0.0014528553319047557 0.00352429220566819 0.0020756659532672464 0.0013760705268737175 0.0012214658268199221 0.0028818667527037442 0.0023534467694261716 0.0030429170723920151 0.0036719868899730548 0.0027380633222833239 0.0017697094817563652 0.0017099896364260935 0.0016583441679074362 0.016858632831882062 0.0046739194253531124 0.0018061410239660338
leaf_count=113 65 86 42 175 517 244 56 399 15 387 112 17 187 23 367 27 32 10 35 118 27 27 127 38 41 45 14 320 113 131
internal_value=0 -6.39101e-05 -4.52742e-05 -6.73966e-05 -0.000657726 -2.3163e-05 -7.74811e-05 -0.000527992 -1.68436e-05 2.23831e-05 -8.87282e-05 0.00052707 -5.1144e-05 -5.17187e-06 -6.79641e-05 -1.6177e-05 2.7993e-05 -2.81373e-05 -0.000324831 -0.000420508 -0.00022204 -0.000449235 -0.000765002 8.75856e-05 0.000372895 0.000201163 0.000127189 3.91174e-05 0.000961207 0.000707757
internal_weight=0 0.0895889 0.088266 0.0869218 0.00605907 0.0808627 0.0735966 0.00873076 0.0648659 0.0628962 0.0515475 0.0113486 0.0500788 0.0475555 0.0437061 0.0418275 0.0403747 0.038299 0.016696 0.0154745 0.0125926 0.0102392 0.00719628 0.00563959 0.00450777 0.021603 0.020227 0.018517 0.00570905 0.00384948
internal_count=3910 3797 3732 3690 603 3087 2843 455 2388 2213 1989 224 1602 1415 1261 1149 782 750 361 326 208 181 154 94 79 389 379 334 130 154
is_linear=0
shrinkage=0.00140032


Tree=1038
num_leaves=31
num_cat=0
split_feature=9 156 151 4 11 1213 1211 39 16 47 51 1374 1186 156 403 38 3 124 483 158 149 123 39 13 1 13 1 12 132 33
split_gain=0.00120785 0.00106356 0.00102016 0.00129754 0.00144873 0.00113997 0.00103643 0.00091461 0.00119727 0.00134719 0.0018084 0.000913464 0.00092852 0.000916231 0.00084218 0.000877241 0.00125885 0.00095081 0.00108992 0.000814746 0.00135915 0.00120279 0.000975012 0.00099898 0.00102485 0.000999303 0.000917889 0.0013312 0.000852908 0.00126954
threshold=-0.016839999999999997 -1.0000000180025095e-35 -0.52174999999999983 0.27608500000000008 0.08184000000000001 -0.082704999999999987 1.0000000180025095e-35 0.08078500000000001 -0.54165499999999989 0.096475000000000019 0.11024000000000002 0.09309000000000002 -1.0000000180025095e-35 0.10691500000000002 -0.092224999999999988 0.10777500000000002 0.31335500000000011 -0.048219999999999992 0.088030000000000011 0.085745000000000002 0.089830000000000007 0.092740000000000017 0.16168500000000002 -0.094679999999999986 0.13304000000000002 -0.084184999999999996 0.12730000000000002 0.10129000000000001 0.080815000000000012 -0.007134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 11 8 -5 10 -10 12 -7 14 -14 16 17 -16 19 20 21 22 23 -19 25 -25 27 28 29 -27
right_child=1 2 3 7 -6 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0010043551627109718 -0.0011488050114764157 -0.0010521485070536755 -0.0011488102446760612 0.0010125787616219492 -0.00086915004941195745 -0.0010582904989100237 -0.0011488077518541629 0.0011219889022802576 0.00066147982013912412 -0.00091541670846816961 -0.00081961608845715806 -0.00097620437826669135 -0.00075398740585600464 -0.0010017363723485266 0.00063972341497658405 -0.00075349114516031445 0.0011488376098367349 0.00042287442827825808 -0.00098128403660681178 -0.00053890356682348265 -0.0011489167127581683 -0.0009575327490671284 0.001149111411136544 -0.00068708960449540978 -0.00070209258622488892 -0.0011490057978246981 0.0011103724163559793 -0.00068789918531730887 0.00069690775865453283 0.00012427400069227665
leaf_weight=0.0014684990986899562 0.0011391219364516028 0.0012763765221919235 0.0012016582221967545 0.0019344646177330569 0.0028707796070666083 0.0010580421674006848 0.0010613386498983237 0.0017253867185225156 0.0040711751427107137 0.0016536382684080309 0.0014845668632688103 0.0012592028998881224 0.0017165502299825155 0.0011286201212654659 0.0035161731398645193 0.0017068833370785788 0.0014246001016644519 0.010599824465487018 0.0013861440589457699 0.002972328308796345 0.0011703790292933993 0.0013834674633699242 0.0012042958891242952 0.0021772947822957791 0.002380648725647915 0.001066114385025684 0.0011789369918915318 0.0027614086640677096 0.0032928152944151625 0.033625941055061115
leaf_count=121 197 65 352 56 134 97 176 119 150 18 13 46 333 106 107 28 52 119 192 192 19 30 20 226 16 17 6 139 73 691
internal_value=0 -4.54546e-05 -3.21249e-05 -1.81275e-05 -6.7482e-05 -3.84504e-05 -2.13599e-05 0.000354866 0.000210115 -5.20749e-06 0.000265712 -5.82156e-06 1.03092e-05 2.54462e-05 4.12053e-05 6.02038e-05 8.00052e-05 5.78464e-05 2.64662e-05 4.83564e-05 7.70463e-05 0.000101092 0.000126219 0.000104639 3.20697e-05 7.16997e-05 0.000111106 8.21934e-05 0.000138177 8.51451e-05
internal_weight=0 0.0954282 0.0942891 0.0930127 0.0821434 0.0792727 0.078071 0.0108692 0.00914384 0.00720938 0.00555574 0.0770097 0.0757505 0.0746924 0.0735638 0.0718473 0.0701404 0.0687158 0.0651996 0.0638135 0.0608411 0.0596707 0.0582873 0.057083 0.0464832 0.0441025 0.0419252 0.0407463 0.0379849 0.0346921
internal_count=3910 3789 3592 3527 3171 3037 2685 356 237 181 163 2509 2463 2366 2260 1927 1899 1847 1740 1548 1356 1337 1307 1287 1168 1152 926 920 781 708
is_linear=0
shrinkage=0.00114875


Tree=1039
num_leaves=31
num_cat=0
split_feature=52 1 1 12 1374 1 0 48 47 50 1 42 48 160 4 16 402 133 160 12 1429 49 49 133 43 43 13 0 12 2
split_gain=0.000283667 0.000310541 0.000375195 0.000415815 0.000376238 0.000494669 0.000503174 0.00036579 0.000360387 0.000533911 0.000341697 0.000319676 0.000427885 0.000321271 0.000387317 0.000375432 0.000294043 0.000397147 0.000414212 0.000462301 0.000423422 0.000387473 0.000522569 0.00039947 0.000687997 0.000526978 0.000485681 0.000293925 0.00023844 0.000208986
threshold=-0.42985499999999993 0.094385000000000011 0.092730000000000021 -0.0089849999999999982 -0.094679999999999986 0.087480000000000016 -0.084154999999999994 -0.086624999999999994 0.13177500000000003 0.11515000000000002 0.14071500000000001 -0.034284999999999989 0.11028500000000001 -0.080734999999999987 0.24280000000000004 -0.095609999999999987 1.0000000180025095e-35 -0.084614999999999982 -1.0000000180025095e-35 0.10058500000000002 0.083870000000000014 -0.075429999999999983 -0.085974999999999982 0.085835000000000009 -0.077544999999999989 -0.014114999999999997 -0.10939499999999998 -0.076734999999999984 0.08598500000000002 0.093815000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 -5 16 -7 -3 9 11 -10 -9 13 -13 15 -15 17 -6 20 21 -19 22 -20 24 29 -25 -26 -2 -17 -23
right_child=1 7 -4 4 5 6 -8 8 10 -11 -12 12 -14 14 -16 28 -18 18 19 -21 -22 23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0019468825163821651 -0.0036740454559846215 -0.0019004200077614402 -0.0027506807103325568 -0.0021834652999745256 0.0018596043299266428 0.00235388107876006 -0.00090053125364033615 -0.00063920465071819286 -0.0026243639010073306 -0.0021175305516981532 0.00058810401414255062 0.00026210719256289686 3.6843337822172271e-06 -4.5436772565602966e-05 0.0038138964669346804 0.0034297322299076277 -0.0023157821222660902 -0.0029329733068368183 0.0001638304534861461 -0.0021650842980410387 0.0004563597643828555 0.0011112484399142704 0.0040734479723364015 -0.0031658188371808077 0.0015589868070799452 0.00070544773875433949 -0.0021974117467776213 -0.00038969847489466391 0.00085968119168490964 0.0037716936415373601
leaf_weight=0.001380723951664691 0.001006231422447712 0.0011279125935956804 0.0010759378623190754 0.0013670402044390064 0.0018034107209735318 0.0031041066651094074 0.0012181157597137551 0.0016715096992907527 0.0011324932220801989 0.0010127061589750861 0.0013207043499505744 0.0018078733837407794 0.0030991813766068086 0.0016419896339829885 0.0021250152771209452 0.0018801808931925255 0.001116429084956321 0.0018842704864871366 0.0014520816445564577 0.001460338747781482 0.0010608356397682484 0.0010815725880317355 0.0011113506534456991 0.0014411580677008984 0.0010124690895025844 0.0011757186987289003 0.00169464150269278 0.0010007668798053251 0.0010282549515403527 0.0010932638692828789
leaf_count=353 93 40 80 46 217 102 200 100 48 100 21 121 91 43 245 157 357 465 42 119 117 70 10 183 13 57 288 35 85 12
internal_value=0 2.84106e-05 -0.000269335 -0.0001629 3.36644e-08 0.000137526 0.0014367 0.000464819 0.000624376 0.000885619 -0.000894898 0.00111508 0.00136825 0.00186676 0.00230134 0.00159499 -0.000185425 -3.92523e-05 -0.000275946 9.11326e-05 -0.00171213 0.000418578 0.00185881 -7.37561e-05 0.00065137 -0.00142652 -0.000792505 -0.00203634 0.00252111 0.00244862
internal_weight=0 0.0440076 0.0261597 0.0250838 0.0230768 0.0217098 0.00432222 0.0178478 0.0167199 0.0142667 0.0024532 0.013254 0.0115825 0.00848331 0.00667544 0.00455043 0.0173875 0.0162711 0.0144677 0.0115226 0.00294511 0.0100623 0.00256343 0.00749882 0.00488195 0.00261688 0.00270711 0.002007 0.00290844 0.00217484
internal_count=3910 3557 2506 2426 2298 2252 302 1051 1011 942 69 842 742 651 530 285 1950 1593 1376 794 582 675 52 623 383 240 301 128 242 82
is_linear=0
shrinkage=0.00429114


Tree=1040
num_leaves=31
num_cat=0
split_feature=133 123 2 133 130 1 158 124 13 11 156 13 453 130 4 50 15 47 2 52 0 2 2 1 4 48 1 43 1 43
split_gain=0.000278146 0.000331854 0.000449558 0.000349039 0.000568343 0.000803419 0.000291583 0.000349402 0.000369613 0.000429166 0.000356215 0.000389143 0.000326733 0.000314613 0.000320836 0.000315644 0.000353231 0.000349401 0.000671215 0.000440584 0.000675712 0.000614141 0.000541054 0.000290279 0.00083908 0.000590709 0.000270508 0.000267684 0.000227303 0.00015645
threshold=-0.26719999999999994 1.0000000180025095e-35 0.093655000000000002 -0.085714999999999986 -0.081624999999999989 0.08844500000000001 0.087355000000000016 -0.013479999999999999 -0.098524999999999988 0.077330000000000024 0.091280000000000014 -0.084184999999999996 1.0000000180025095e-35 -0.0015749999999999998 -0.069259999999999988 0.082725000000000007 -0.074174999999999977 0.09550500000000002 0.075670000000000015 -0.0066199999999999991 -0.17106499999999999 0.095195000000000016 0.10679500000000001 0.087075000000000014 0.0057500000000000008 0.08407000000000002 0.076710000000000014 0.070805000000000021 0.095575000000000007 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -5 9 26 11 -10 13 14 -13 17 -17 18 28 23 -21 -22 -23 25 -25 -20 27 -9 -15 -19
right_child=1 2 -4 6 5 -7 -8 8 10 -11 -12 12 -14 15 -16 16 -18 29 19 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020683089914334428 0.003514383808958937 -0.00076315220004483564 0.0025132907508813771 -0.0022293884867594202 -0.0022175220718829466 0.0026954053226380644 -0.0017712469291610142 -0.00021789755802522343 -0.002074061670698671 -0.0013352726038425883 -0.002061994690199452 -0.0030397148530059946 -0.001930813865454485 -0.0028320448516837102 0.00024271055575510634 0.00032503807783217179 -0.002791156301040253 0.0029184979602205289 -0.0017639469814576276 0.0038104883151808704 0.002092136726399677 -0.0027984508957141067 0.00091998135252216624 -0.0029540632282911384 0.0011407381917479525 0.0020837509904311899 0.0030212692252614783 0.0021723177252062839 -0.00037528990405800555 0.000929667131867939
leaf_weight=0.0011076298700784795 0.0011706065224958984 0.0011160716083619118 0.001969663104870456 0.001272293710921967 0.0012650611998950836 0.0010250758713050701 0.0018905908594712964 0.0018090235644478972 0.0016032720859228957 0.0011451678217049288 0.0016860898434788987 0.0010214064193606598 0.0013731788007422798 0.0013731480758565331 0.0010049997153858811 0.0013662313911078777 0.0011311250646398588 0.0012458241882149501 0.0010292348389599956 0.0014831112509376852 0.0025997608639350316 0.0011886479849099185 0.0015130155470498841 0.0017676561353190401 0.0016421590977699907 0.0019933103168838784 0.0013713145911306013 0.0014248689869731379 0.0012009965067978357 0.0014630243403628276
leaf_count=238 22 140 176 55 260 71 306 28 431 65 255 178 60 78 67 114 231 46 156 51 282 95 101 81 19 36 120 22 82 44
internal_value=0 2.49156e-05 0.00132824 -7.54763e-05 0.00117653 -1.84732e-05 -0.000193862 -0.000107942 -2.7219e-05 0.000924302 -0.000224848 -0.000105711 2.36423e-05 0.00014021 -0.00141179 0.000289991 -0.00108638 0.000475791 0.000241024 0.000616299 0.00134954 0.000661073 -0.000716013 -0.000157088 -0.000982016 0.000773536 0.00148619 0.000835243 -0.00168582 0.00184435
internal_weight=0 0.0431459 0.00308573 0.0400602 0.00346074 0.00229014 0.0365995 0.0347089 0.0334366 0.00575037 0.0276862 0.0260001 0.0243968 0.0230237 0.00202641 0.0209972 0.00249736 0.0184999 0.015791 0.0132169 0.00678454 0.00530142 0.00270166 0.00643236 0.00340982 0.00302255 0.00460521 0.00323389 0.00257414 0.00270885
internal_count=3910 3672 316 3356 353 331 3003 2697 2642 235 2407 2152 1721 1661 245 1416 345 1071 981 821 529 478 196 292 100 192 170 50 160 90
is_linear=0
shrinkage=0.00412451


Tree=1041
num_leaves=31
num_cat=0
split_feature=51 39 1 124 483 42 16 16 3 2 48 133 47 4 3 4 4 13 16 52 16 1 16 151 15 16 1 0 15 47
split_gain=0.000278052 0.000385127 0.000558229 0.000372808 0.000310046 0.000298687 0.000363591 0.000637319 0.000355652 0.000399459 0.000604411 0.000452564 0.000394034 0.00043304 0.000533319 0.000459585 0.000418674 0.000380117 0.000861966 0.000540049 0.000390878 0.00034423 0.000312733 0.000375146 0.000755196 0.000312233 0.0002866 0.000301718 0.000242966 0.000233043
threshold=-0.40274499999999996 0.005105000000000001 0.086245000000000002 -0.087894999999999987 0.086680000000000021 0.092145000000000019 -0.090494999999999978 0.25185000000000007 -0.15327499999999997 0.089710000000000012 0.087945000000000009 -0.090054999999999982 0.09550500000000002 -0.082054999999999975 0.090325000000000003 0.0021050000000000005 -0.08422499999999998 -0.012339999999999999 0.050115000000000007 0.09086000000000001 -0.035699999999999989 0.091845000000000024 -0.010344999999999998 -0.044604999999999992 -0.074174999999999977 -0.086699999999999985 0.083370000000000014 -0.074249999999999997 0.088190000000000004 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 8 28 -8 -2 10 11 -10 13 16 15 25 -13 19 22 26 -21 -17 23 -19 -25 -15 27 -11 -7 -5
right_child=1 2 3 29 -6 6 7 -9 9 17 -12 12 -14 14 -16 21 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017212880384542557 0.0016028986943549045 -0.0012080358979897276 -0.00019895311094466543 0.0037562556316529426 -0.0019910705358203553 -0.0011087530515467466 -0.0038539874740462152 0.00037309534975571044 -0.0024335074718679502 0.00042511116847848484 -0.0033609578196062036 -0.00042647332887554352 0.0021334633985903612 -0.001056989985170108 0.0014961436326178673 0.0014408863863229441 0.002721468187770778 -0.0016526995454751803 -0.0030887809047107891 -0.0021920951314740771 0.00094958793933538465 -0.001510051914239379 0.0021750470482038743 0.002042878202225392 -0.0014206569687407631 -0.0040437598706478802 0.0038212378866972142 0.00319456875154513 0.001603586469454823 0.0013932664118453937
leaf_weight=0.0015232828934712552 0.0024051277232208746 0.0012961267251245792 0.0010358729914350384 0.001455957850253764 0.0013750425251630857 0.0011166289888183689 0.0013928537613823169 0.0010032929000148849 0.0013926276642460276 0.0018026970759913441 0.0011346313456505894 0.0014659056394623615 0.0012678730968573868 0.0010021119544964801 0.0012541709116983268 0.0010902462822046655 0.0013065465826460603 0.0016041665230233102 0.0013627884697446913 0.0010331816089945711 0.0017347809144565574 0.0015875353062142494 0.0013466264648360751 0.0025425943735497567 0.001729554383946035 0.0013342930986166637 0.0011356920656022673 0.0010000340414775275 0.0010457360413465011 0.0012844882921463352
leaf_count=145 191 78 54 260 319 82 343 55 247 135 79 311 56 106 32 51 93 59 114 99 35 39 70 111 114 392 103 40 50 47
internal_value=0 3.77096e-05 0.00108167 0.00186756 -0.000107503 -3.36972e-05 -0.000999198 -0.00208406 0.000110449 -1.71648e-05 -0.000543132 -0.000269898 2.23902e-05 -0.000273664 -0.00086222 -0.0014521 0.00105703 0.000424323 -0.000139124 0.00114566 -0.00022309 -0.000308591 0.000417403 1.46183e-05 0.000640686 -0.0027627 0.00210764 0.00141327 0.000202955 0.00264869
internal_weight=0 0.0415392 0.00507245 0.00377632 0.0364667 0.0350917 0.00455851 0.00239615 0.0305332 0.0281281 0.0128359 0.0117013 0.0103087 0.00904081 0.00626836 0.00501419 0.00277245 0.0152921 0.00858573 0.00670639 0.00276796 0.00267778 0.00722294 0.00587632 0.00427215 0.00233641 0.00393842 0.00280273 0.00216237 0.00274045
internal_count=3910 3765 439 361 3326 3007 530 398 2477 2286 1406 1327 1080 1024 620 588 404 880 468 412 134 90 354 284 225 498 278 175 132 307
is_linear=0
shrinkage=0.00404364


Tree=1042
num_leaves=31
num_cat=0
split_feature=128 124 158 3 0 16 16 456 123 0 13 0 47 1 160 0 1 51 0 15 0 12 133 3 2 9 2 3 13 48
split_gain=0.000285954 0.000307427 0.000317171 0.00036557 0.000413579 0.000479313 0.000351886 0.000300148 0.000278886 0.000247964 0.000674832 0.000310571 0.000341566 0.000437764 0.000298954 0.000395633 0.000295758 0.000274244 0.000414018 0.000321606 0.000671578 0.000479127 0.000299761 0.00028594 0.000273933 0.000451534 0.000240095 0.000232359 0.000215454 0.000164965
threshold=0.086435000000000012 -0.048219999999999992 0.084965000000000027 -0.11266 -0.060094999999999989 0.064860000000000015 -0.087089999999999987 0.086300000000000016 0.086020000000000013 -0.053834999999999994 -0.45122499999999993 -0.070894999999999986 0.096175000000000024 0.095575000000000007 -0.080184999999999992 -0.16128999999999996 0.10471000000000001 0.08955500000000001 -0.23029999999999998 0.088190000000000004 -0.083424999999999985 0.088325000000000015 0.083815000000000014 0.084925000000000014 0.084735000000000019 0.087000000000000008 0.098535000000000025 0.11818000000000002 -0.080814999999999984 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -6 -3 9 26 11 -11 12 13 17 -15 29 -12 18 -5 20 21 22 23 24 25 -20 -1 -14 -21 -16
right_child=-2 2 -4 7 5 -7 -8 -9 -10 10 16 -13 27 14 15 -17 -18 -19 19 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001885292873802189 -0.0018800117438823192 0.00084536532904642817 -0.0017568223522991327 0.0021469721984036247 0.0034457471295826622 0.00038853072350680492 -0.002282392533411995 -0.0023597324240966179 0.0031235519147010896 0.0017371074013909219 -0.0031288584197275409 0.0018279148776001886 -0.0030591543840728492 -0.00065200650429300677 0.0016864201932762469 0.0031995055554763577 -0.00072948661100307041 -0.0021355999534854492 -0.0036238751610295147 -0.00039498610040109689 -0.0038906436702146855 -0.0030022364968345233 0.0017550215844307033 0.001033887406038588 0.00072000020901643008 0.00016987521521422889 -0.00099369446287773402 -0.00035791207190933287 0.001881487969066286 -0.00063626193566230409
leaf_weight=0.0010132198951720009 0.001419344795836954 0.0017463844905823978 0.0018611777327684478 0.0013397388334510591 0.0017586912735598715 0.0018756136840005766 0.0010018222718243264 0.0010719879369248944 0.0010163643746208262 0.0012332208654868282 0.0017230936317915819 0.0016873606462900472 0.0010355365850025491 0.0012051214122523746 0.0010864846201137368 0.001797892483335505 0.0019251264915937094 0.0012432429071730653 0.0012397876988698934 0.001329214028128245 0.0010503878364083227 0.0010027710255579581 0.0015227733113856445 0.0016695470071681484 0.0010026106071645835 0.0010056699812110992 0.0010378050196580002 0.0012367066280916106 0.001648281520019613 0.0010783495108626084
leaf_count=104 266 90 354 31 79 115 93 192 142 17 176 218 116 44 54 132 105 162 169 142 254 173 188 24 111 11 58 40 239 11
internal_value=0 4.116e-05 -6.391e-05 2.48017e-05 0.000936703 0.00186796 -0.000294817 -0.000174966 0.00132152 -9.15095e-05 -0.000953291 8.99601e-05 -4.64752e-05 0.000135864 0.00118285 0.00174085 -0.00186274 -0.000249126 -6.605e-05 -0.000324516 -0.000741591 -0.000297192 0.000123984 -0.000381078 -0.00110839 -0.00192477 0.000428544 -0.00158896 0.000865224 0.000529443
internal_weight=0 0.040446 0.0373786 0.0355174 0.00638251 0.0036343 0.00274821 0.0291349 0.00306739 0.0280629 0.00488144 0.0231815 0.0214941 0.0192219 0.00516785 0.00396273 0.00364822 0.014054 0.0128108 0.011471 0.00849355 0.00744316 0.00644039 0.00491762 0.00324807 0.00224546 0.00205102 0.00227224 0.0029775 0.00216483
internal_count=3910 3644 3340 2986 377 194 183 2609 304 2417 298 2119 1901 1745 241 197 281 1504 1342 1311 930 676 503 315 291 180 162 156 381 65
is_linear=0
shrinkage=0.004207


Tree=1043
num_leaves=31
num_cat=0
split_feature=52 403 0 151 151 3 52 16 43 457 3 44 160 4 0 0 3 2 4 1 15 12 13 52 12 15 2 0 2 0
split_gain=0.00025185 0.000297294 0.000277121 0.000427212 0.000397905 0.000432174 0.000611299 0.00062565 0.000390484 0.000425928 0.000349444 0.000337379 0.000330397 0.000345482 0.000516408 0.000648313 0.000690955 0.000504493 0.000954004 0.000368784 0.000359103 0.000302904 0.000896157 0.000294785 0.000563152 0.000274168 0.000268295 0.000547656 0.00021944 8.68349e-05
threshold=-0.42985499999999993 -0.088854999999999976 -0.060094999999999989 -1.0000000180025095e-35 0.085710000000000022 -0.078884999999999997 0.090300000000000005 -0.073459999999999984 -0.053009999999999995 -0.066264999999999991 -0.100615 1.0000000180025095e-35 -0.087309999999999985 -0.077679999999999985 -0.10071499999999999 -0.10209999999999998 0.076695000000000013 0.11230000000000001 0.0057500000000000008 0.086915000000000006 -0.095799999999999982 -1.0000000180025095e-35 -0.060719999999999989 0.048490000000000012 0.098355000000000012 -0.094119999999999995 0.10869000000000002 0.12500000000000003 0.11635500000000001 -0.079019999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 23 25 -10 26 12 -11 -14 15 16 -15 18 19 -18 -20 -12 -23 24 -3 -7 27 -5 -19 -27
right_child=1 2 3 10 -6 8 -8 -9 9 11 21 -13 13 14 -16 -17 17 28 20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0018697871420927381 -0.0022075476329624856 -0.0021011379767970307 0.0033155267953199077 0.0023670110896726461 0.0018609734506019741 0.0027791079438258927 -0.0037431828738273055 -0.0025564197265634026 -0.0026185722527861054 0.0023222847086584947 0.001116571060441782 -0.0022514326846884134 0.0020136924759290324 -0.003435791684855494 -0.0029073744215754563 0.0028849445325927689 0.00063775915376689885 -0.0030120223782182359 0.0008818361672963752 -0.002699859972364162 0.0040132414754058031 0.00087242518501208445 -0.0036185158269665513 0.0014571730836035169 0.0014824576994864544 -0.00048750727747976565 0.0031608460855457447 -0.0014471162250403726 -0.00025435603187647202 0.0012605952217355672
leaf_weight=0.001265812835126944 0.0010180186074185129 0.0018395703527502279 0.0010008867685895604 0.001496233457459085 0.0017060621029874037 0.0014655661552671062 0.0012462895730583901 0.001996317736649599 0.0011589921460573036 0.001200577845392071 0.0016764980500104673 0.001057464221844385 0.0013457762939421717 0.0011145142111193031 0.0011526239254036853 0.0012595187186050802 0.001129803755341996 0.0010185643532452104 0.0011808259924457332 0.0012171524158475222 0.0014368839309328862 0.0017983954307547742 0.0013975575354353573 0.0020475843218543677 0.0013425623671479148 0.0010055501600259031 0.0010667904884869017 0.0012011931180708757 0.0010243023979061849 0.0010061619093437715
leaf_count=353 502 231 75 60 105 134 311 482 35 85 114 47 47 67 233 12 18 20 26 22 32 60 133 224 35 137 36 31 85 158
internal_value=0 3.65075e-05 9.57061e-05 0.000713622 -0.000109981 -0.000233394 -0.00102212 -0.000552812 0.000122537 -0.000166737 0.000412093 3.42573e-05 0.000219038 6.48621e-06 -0.000249941 7.65529e-05 -0.000358956 0.0001304 0.00085449 -0.00109316 0.00260069 -0.000331699 -0.00109142 0.000212016 -0.000589196 0.00139509 0.00137487 0.000668539 -0.00162932 0.00038681
internal_weight=0 0.0396082 0.0385902 0.00963755 0.0289527 0.0272466 0.00847232 0.00722603 0.0187743 0.015297 0.00863667 0.014138 0.0130805 0.01188 0.0105342 0.00938157 0.00812205 0.00700753 0.00496467 0.00234696 0.00261771 0.00487245 0.00319595 0.00522972 0.00318213 0.00347728 0.00376422 0.00269743 0.00204287 0.00201171
internal_count=3910 3557 3055 509 2546 2441 1283 972 1158 729 434 694 647 562 515 282 270 203 98 40 58 307 193 490 266 429 127 91 105 295
is_linear=0
shrinkage=0.004207


Tree=1044
num_leaves=30
num_cat=0
split_feature=128 15 16 158 159 2 15 151 160 2 15 15 403 49 403 130 133 52 52 47 0 3 47 2 1375 48 2 2 2
split_gain=0.000244442 0.000261622 0.000340456 0.000335915 0.000296269 0.00039941 0.000306685 0.000397965 0.000375604 0.00033001 0.000308057 0.000446023 0.000235051 0.000233713 0.000207522 0.000258803 0.000476581 0.000372527 0.000589763 0.000397115 0.000567668 0.000300447 0.000292037 0.000658631 0.000337064 0.000375703 0.000165709 0.000265302 0.000149825
threshold=0.086435000000000012 -0.24219999999999997 -0.13863999999999996 0.084965000000000027 0.087945000000000009 0.097360000000000016 -0.11739999999999999 -0.076429999999999984 -0.23073999999999997 0.099675000000000014 -0.0089749999999999986 -0.091024999999999981 -1.0000000180025095e-35 0.10513500000000002 0.10150000000000002 -0.081379999999999994 -1.0000000180025095e-35 0.11588000000000002 -0.0066199999999999991 0.09252500000000001 -0.19631499999999999 -0.084014999999999992 0.10843500000000002 0.086650000000000019 -1.0000000180025095e-35 0.091555000000000011 0.10251500000000001 0.087995000000000004 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 9 10 -9 -3 11 -8 -10 14 15 -14 -17 18 22 20 -20 28 23 -18 -25 -26 27 -23 -22
right_child=-2 3 -4 -5 5 -7 7 8 12 -11 -12 -13 13 -15 -16 16 17 -19 19 -21 21 26 -24 24 25 -27 -28 -29 -30
leaf_value=0.0029885512927047791 -0.001804762126953315 -0.0028037603917623367 -6.3024504799420877e-05 -0.0018717939545280643 -0.00020655623411096691 0.0033073332081340083 0.0023616227580721778 -0.0025439364555756168 -0.0020309751963736495 0.00013807681170982061 0.0033009478406682085 -0.00086497833417059232 0.0017282616468378435 0.002000971826621492 -0.0019303040733257473 -0.0026851372985946128 -0.0034991093270457518 -0.0019172129190221671 0.0042917549342983115 -0.00088595553045485453 0.0031353988408165355 -0.00069903583447881632 0.00140867485677862 0.0011782589313208281 -0.0030827092983313994 0.00046334059596205528 -0.0012908082148847596 0.0020637225551923249 0.0011188206368560748
leaf_weight=0.0012356282450948219 0.0013670502540663451 0.0014943363741839145 0.0014790901361982902 0.0017822422386899453 0.0012280326848272396 0.0011566839989967104 0.0014565454211918905 0.0011486879479125625 0.0010330106534995323 0.0013245301451165759 0.0010438599559495767 0.0017209880921701393 0.0015753737388415337 0.0010896504472752691 0.0010147931331292428 0.0012116587454960017 0.0015031863944649964 0.0015374823113316607 0.0010863555427036431 0.0016779525344645663 0.0012107133619273791 0.0012471294711657432 0.0010356374680409175 0.0018479736748240319 0.0010989875585258888 0.0011017155537187406 0.0010715664729152863 0.0013147787760953156 0.0015430979189119398
leaf_count=207 266 154 100 322 149 86 71 236 636 73 85 213 51 98 188 164 113 108 27 24 33 78 25 27 228 45 33 41 29
internal_value=0 4.19105e-05 0.00132593 -5.61222e-05 3.96881e-05 0.00149782 -7.10871e-05 6.21413e-05 -0.000148727 -0.00142145 0.00127847 0.000614059 -3.01402e-05 6.30969e-05 -3.70818e-05 5.86751e-05 -8.35895e-05 9.88649e-05 0.000295807 0.00100055 0.00142411 0.000936373 -0.000683254 -0.00107348 -0.000172896 -0.00130749 0.00012615 0.00071882 0.00200541
internal_weight=0 0.0382717 0.00271472 0.035557 0.0337747 0.00238472 0.03139 0.0285711 0.0243498 0.00281887 0.00422139 0.00317753 0.0232011 0.0221681 0.0210784 0.0200636 0.0184882 0.0172766 0.0157391 0.00915159 0.00747364 0.00638729 0.0065875 0.00555186 0.00404868 0.0022007 0.00363347 0.00256191 0.00275381
internal_count=3910 3644 307 3337 3015 235 2780 2553 2184 227 369 284 1948 1312 1214 1026 975 811 703 265 241 214 438 413 300 273 152 119 62
is_linear=0
shrinkage=0.00429114


Tree=1045
num_leaves=31
num_cat=0
split_feature=9 453 4 11 3 150 160 1213 33 9 1373 158 15 0 1 52 156 48 52 4 4 151 12 1213 156 151 2 13 15 2
split_gain=0.00145329 0.0009228 0.0011425 0.00124252 0.00106922 0.000933698 0.000993661 0.00088774 0.000867052 0.00119178 0.000854593 0.000942253 0.000796202 0.00121434 0.00107934 0.00135139 0.000973096 0.00102493 0.000818488 0.00113225 0.00151504 0.000771638 0.000771435 0.000771482 0.000755263 0.000851614 0.000732365 0.000915749 0.000709961 0.000736818
threshold=-0.016839999999999997 0.10097500000000002 0.27608500000000008 0.08184000000000001 -0.14539499999999997 -0.097334999999999991 -0.217635 -0.082704999999999987 -0.007134999999999999 0.091370000000000021 0.099250000000000019 0.085745000000000002 -0.095799999999999982 -0.10462499999999998 1.0000000180025095e-35 -0.081429999999999989 0.090385000000000007 0.091555000000000011 0.12897500000000003 0.25367000000000006 0.00046500000000000008 -0.083559999999999982 0.10700500000000002 0.041025000000000006 0.084330000000000016 0.058495000000000012 0.10796500000000002 -0.09547499999999999 -0.016339999999999997 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 28 -6 -7 -8 -9 10 11 12 18 14 15 -14 17 21 19 20 -10 -15 23 26 25 -16 27 -23 -2 -30
right_child=1 -3 -4 -5 5 6 7 8 9 -11 -12 -13 13 16 24 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012739621179108239 0.0013413371231960414 -0.0012295579440015256 0.00046077816422291024 -0.0011490135508550221 0.00072653670756497423 -0.00097603450419449949 -0.0014003955113420377 -0.0013512891934388692 3.087528264469469e-06 0.0014016147148286195 -0.0012510615642980535 -0.00088051327424840933 0.00065828696780530216 -0.0012856897921546661 0.0011166159521234281 -0.0011028164882888796 -0.0010863939908511751 0.00068406525379800744 0.00082049612801041497 0.00034534321643285874 -0.001322824001296361 0.00094381963941511963 -0.00099191059396985738 -0.001052890184652832 -0.00015248385994533152 5.7643823164310116e-05 -0.00068829834749294582 3.4825688508596842e-05 -0.00026521801062668145 0.0010239647817788552
leaf_weight=0.0016846342502248026 0.0015877163156439167 0.0012590437066819496 0.008607022395802133 0.0020671192736934066 0.0025916132702281649 0.0026157602873143606 0.0010030109711938176 0.0010202984076101975 0.0028819506188622057 0.0010895086918480948 0.001190129683976692 0.0025645602936366077 0.0016577390376539825 0.0010720968413948642 0.0059403622317617533 0.001763129573703272 0.0017881924036775567 0.0035286797590596821 0.0010388115603205969 0.0023743351438838545 0.0040853098656632447 0.0025432228344044383 0.0016495089910998342 0.0012751469445499977 0.0018050311529433935 0.0019872779181753231 0.002211080886163507 0.014938738122629153 0.0023010059946733099 0.0013972002302580222
leaf_count=121 23 27 362 160 41 331 317 30 119 6 25 207 11 168 80 38 168 99 23 40 105 24 114 243 37 22 88 784 85 12
internal_value=0 -3.99785e-05 -2.13905e-05 -7.90551e-05 -4.74144e-05 -9.69491e-05 -0.000131358 -9.41663e-05 -7.1734e-05 -4.89836e-05 -7.70576e-05 -5.17022e-05 -1.12471e-05 7.42885e-05 0.000427207 -0.000249393 -8.57479e-05 -2.00077e-05 -0.000358651 -0.000489776 -0.000774371 -0.000124882 -6.98587e-05 2.67655e-06 0.00066502 0.000851156 7.10257e-05 0.000167063 0.000558101 0.000221841
internal_weight=0 0.0818346 0.0805756 0.0719685 0.0699014 0.0646155 0.0620239 0.0594081 0.0584051 0.0573848 0.0562953 0.0551052 0.0525406 0.0421602 0.0131535 0.00342087 0.0290067 0.0272185 0.0103804 0.0093416 0.00696726 0.0236898 0.0226177 0.0209682 0.00973267 0.00792764 0.019693 0.017482 0.00528592 0.00369821
internal_count=3910 3789 3762 3400 3240 3120 3079 2748 2431 2401 2395 2370 2163 1876 188 49 1688 1520 287 264 224 1421 1253 1139 139 102 896 808 120 97
is_linear=0
shrinkage=0.00140032


Tree=1046
num_leaves=29
num_cat=0
split_feature=51 124 1 50 15 12 38 124 48 3 15 3 0 15 150 1 1 3 42 159 43 1 2 15 4 0 4 39
split_gain=0.000232418 0.000358712 0.000329897 0.000452638 0.000417903 0.000402418 0.000344303 0.00041025 0.000515182 0.000395384 0.00104469 0.000409828 0.000677842 0.000361224 0.000314828 0.000325824 0.000296998 0.000374231 0.000634471 0.000304524 0.000343629 0.000400019 0.000346842 0.000321438 0.000291921 0.000253783 0.000429996 0.000200041
threshold=-0.40274499999999996 0.10385500000000002 0.14000500000000002 0.11772500000000001 -0.26361999999999991 0.11655500000000001 1.0000000180025095e-35 -0.036134999999999994 0.12675000000000003 0.10420500000000001 -0.090674999999999992 -0.100615 -0.06340999999999998 -0.016339999999999997 0.10883000000000001 0.10080500000000002 0.092550000000000007 -0.084129999999999996 -0.089024999999999979 0.081445000000000017 -0.082484999999999989 0.085990000000000011 0.088485000000000022 -0.095799999999999982 -0.060264999999999992 -0.060094999999999989 -0.34687499999999999 0.085220000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 27 9 11 -11 13 14 -9 15 16 17 18 -13 20 -19 22 -22 -23 -12 -15 -27 -6
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 24 12 -14 25 -16 -17 -18 19 -20 -21 21 23 -24 -25 -26 26 -28 -29
leaf_value=-0.0013684945666069537 0.0015173546843339288 0.0019754748792470858 0.0018000015536321866 -0.0021363475193033536 0.0004259514423290062 -0.0020604007236122235 -0.0018446748140976174 0.0019186182558495555 -0.0023975711330892577 -0.0016299806599170334 0.00093865060009478709 0.00063082135946969169 -0.002644155525466593 -0.0011493146589185215 -0.0020048332298586041 0.0015434570832806461 -0.0016732745282538322 0.0017334172689029007 -0.002982598390639613 -0.0013992529412419619 -0.0019868772222728492 0.0020162536162491767 0.00028438962471435519 -3.0130623768375132e-05 0.0032275003062729934 -0.00060795694565124198 0.0019387834579041173 0.0024576281073452905
leaf_weight=0.0014014679342834171 0.0019428152471232521 0.0010597194427992554 0.0011044492724850965 0.0011821145615894943 0.0011078061712330714 0.0011539529751671265 0.0011480487473343173 0.0017328975508865141 0.001046041097747529 0.0011589485767355967 0.0011277222379391105 0.0010374101972126792 0.0014253169819941269 0.0013156212861545336 0.0010415813254216469 0.0012911671556858914 0.0014663089417077399 0.0018651381045049495 0.0011995848787988888 0.0011582530329313232 0.0014760574565735587 0.0015559947098608973 0.0016085399401740696 0.0020189524404115589 0.0014687913704802815 0.0015618810985089659 0.0014764802905062767 0.0011114745034157547
leaf_count=145 175 42 147 232 60 104 66 103 51 31 46 186 162 168 89 56 134 107 524 123 287 16 348 168 73 108 43 116
internal_value=0 3.46767e-05 -2.12372e-05 -7.76141e-05 -7.0667e-06 -9.80439e-05 -2.59271e-05 4.30935e-05 -6.77708e-05 2.25356e-05 0.00104115 -0.00014213 -0.000409907 0.000612091 -0.000207316 -7.97557e-05 -0.000236322 -5.95583e-05 -0.00130687 0.000228601 0.000449778 9.02697e-05 -0.000802469 0.000860558 0.0022334 9.20895e-05 0.000629622 0.00144347
internal_weight=0 0.0378431 0.0367834 0.0356789 0.0344968 0.032554 0.0314 0.030252 0.0280327 0.0269866 0.00375546 0.0232312 0.0171443 0.00608688 0.015719 0.0146774 0.0133862 0.0119199 0.002237 0.00968294 0.00852468 0.00665954 0.0030846 0.00357495 0.00259651 0.00435398 0.00303836 0.00221928
internal_count=3910 3765 3723 3576 3344 3169 3065 2999 2823 2772 150 2622 2200 422 2038 1949 1893 1759 710 1049 926 819 635 184 119 319 151 176
is_linear=0
shrinkage=0.00338353


Tree=1047
num_leaves=31
num_cat=0
split_feature=9 158 453 1348 4 11 14 48 150 1456 1373 2 159 1 3 0 150 2 3 12 4 42 15 51 15 474 47 47 16 47
split_gain=0.00120419 0.000862163 0.000768882 0.00104109 0.000839941 0.00145217 0.00101568 0.000739291 0.000675022 0.00108891 0.000779669 0.000746952 0.00100579 0.000994816 0.00167135 0.00108332 0.000985628 0.000945863 0.00104825 0.00129772 0.000898145 0.00094032 0.000811823 0.000736283 0.000685881 0.000669106 0.000738284 0.00114463 0.00111451 0.0010358
threshold=-0.016839999999999997 0.11015500000000002 0.10097500000000002 0.090050000000000005 0.27608500000000008 0.08184000000000001 -0.46879999999999994 0.11379500000000002 -0.097334999999999991 -1.0000000180025095e-35 0.099250000000000019 0.086545000000000025 -0.034019999999999988 0.077800000000000022 -0.0086749999999999969 -0.060094999999999989 0.085425000000000015 0.10393500000000001 -0.083604999999999985 0.083715000000000026 -0.51381999999999983 0.091590000000000019 0.041585000000000004 0.086950000000000013 0.098650000000000015 0.084655000000000022 0.09550500000000002 0.096300000000000011 -0.083564999999999987 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -6 -8 -2 -10 11 16 -13 15 -15 17 23 18 -14 -20 -17 -22 -16 25 -21 26 28 -28 -11 -29
right_child=1 -3 -4 -5 6 -7 7 -9 9 10 -12 12 13 14 22 20 -18 -19 19 24 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0011912812657737392 0.00068731416967859871 -0.0012041592758935062 -0.0011239011369996563 0.0013281325803278789 -0.00042645928034707223 -0.0013460298084499161 0.00094098019068292453 -2.3596605375102673e-05 -0.0012210307741934939 -8.9960037924078211e-05 -0.0011853748024350304 -0.0010572281677636627 -0.00093718058673245843 0.0012615102733318346 0.00027996107501449148 -0.00047204058804266547 -0.0012721360257134091 -0.0013460676737186024 -0.0013460565464903777 8.6245289798996688e-05 0.00081484512627368771 -0.00055942883660100987 -0.00089061663129607173 0.00076309081185542361 0.0012437393240107837 0.00066609195101952523 0.0013473663920774343 -0.0012503650421512981 -0.00093536274092627554 0.00014461374003782372
leaf_weight=0.0014144850448625226 0.0020802555914034562 0.0011789082451265078 0.0011756221682617243 0.0010132309743342552 0.0022827512376366599 0.0016493977662115347 0.0042979848017763445 0.0021642885830601699 0.001510063045802478 0.005745103861272579 0.0011006831514492879 0.0013528680917643801 0.0025288098143234558 0.0031627972193106766 0.0096101088796434198 0.002006837552471552 0.0015452474256107953 0.0014594586700467085 0.0010230958709627203 0.0054306467002092074 0.0049860590220518562 0.0011011396502134119 0.0012082196254255004 0.001461853018328795 0.0011183805915813139 0.0014046359973820524 0.0010556488996371618 0.0012647848116040805 0.0055578153336882687 0.0040580830554262093
leaf_count=121 40 166 27 46 46 151 251 42 283 338 23 197 340 98 175 13 68 130 51 330 83 56 33 57 38 70 1 48 527 61
internal_value=0 -6.21611e-05 -4.40548e-05 -2.67073e-05 -4.57294e-05 -9.96484e-05 0.00034531 0.000617932 -6.63686e-05 -9.26342e-05 -6.33478e-05 -4.17122e-05 8.06344e-05 0.000126401 0.000400847 -6.88261e-05 -0.000235469 -0.000333231 -0.000186889 6.36805e-05 0.000308814 0.000566247 0.000149228 -0.00015751 0.000283911 -0.000228021 -0.000299051 6.70623e-05 -0.000505657 -0.000186852
internal_weight=0 0.0755348 0.0743559 0.0731802 0.072167 0.063422 0.00874502 0.00646227 0.0617726 0.0596923 0.0581823 0.0570816 0.0349884 0.0336356 0.0139811 0.0196544 0.0220932 0.0115604 0.0101009 0.00757212 0.00809404 0.0060872 0.0108183 0.0205479 0.00654903 0.0190861 0.0176814 0.00637852 0.0113029 0.00532287
internal_count=3910 3789 3623 3596 3550 3211 339 293 3060 3020 2737 2714 1544 1347 306 1041 1170 889 759 419 152 139 208 1102 368 1045 975 110 865 109
is_linear=0
shrinkage=0.00134594


Tree=1048
num_leaves=29
num_cat=0
split_feature=0 4 12 1 2 3 11 15 3 48 0 51 15 15 43 150 16 16 2 52 15 2 15 15 48 3 13 43
split_gain=0.000224562 0.000443506 0.000385206 0.000365001 0.000399906 0.000646202 0.000664709 0.000363471 0.000550635 0.000304704 0.000439976 0.000344517 0.000286304 0.0002553 0.000251795 0.000249203 0.00023738 0.000476499 0.000231131 0.00021442 0.000212292 0.000330599 0.000192973 0.00019118 0.000182314 0.000146865 0.000136457 9.00745e-05
threshold=1.0000000180025095e-35 -0.49837999999999999 0.08598500000000002 0.076710000000000014 1.0000000180025095e-35 0.076695000000000013 0.08184000000000001 0.083935000000000023 -0.084129999999999996 0.084500000000000006 -0.15291499999999997 0.088715000000000002 -0.106555 -0.021529999999999997 -0.08538999999999998 0.084800000000000014 -0.055679999999999993 0.51388000000000011 0.097360000000000016 -0.074484999999999982 -0.10312999999999999 -1.0000000180025095e-35 -0.092459999999999987 -0.031229999999999997 -1.0000000180025095e-35 -0.078994999999999982 -0.089189999999999978 -0.0031199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 -3 7 16 6 13 15 -9 10 24 12 -11 -6 -2 18 20 -18 23 -13 -5 -22 -21 -1 -7 -23 -4 -10
right_child=1 2 26 4 5 9 -8 8 27 11 -12 19 -14 -15 -16 -17 17 -19 -20 22 21 25 -24 -25 -26 -27 -28 -29
leaf_value=-0.0038106039684026446 0.00052337408828429595 0.0029058502259070862 0.0014162499856539953 -0.0010820894451780345 0.0037722373376070468 0.00061123366805231169 -0.00072929152047124463 -0.001426044277379137 0.0022871358170761841 -7.071326231766928e-05 -0.00086441920160730773 -0.00090079680457199869 -0.0025543231638527658 0.001589906806266984 -0.0021008242932622932 -0.00011683006262819303 -0.0026566243546422763 0.00013071797508673816 -0.00063798537324018505 -0.00023894468407355805 0.0020514931407280821 -0.0012641660395857623 0.0019960249788979977 -0.0017033408542870853 0.0026866396898858054 0.00070682926787298905 -0.000492851685545962 0.00068366448578349346
leaf_weight=0.0010892731207566972 0.0011214818946836402 0.0015590121967594675 0.0010467087668075692 0.0017984444465293237 0.0015280354518205641 0.0010851461463321508 0.001149915491680864 0.0017886215909363595 0.001000459788932595 0.0011438822824203498 0.0014275294212791048 0.0014575961266629633 0.0016402756955735676 0.0015863024846947136 0.0010080818090085764 0.0015307077871248298 0.0018141493975507572 0.0017489687905332119 0.0013202505864266523 0.0010338797741553662 0.0013015061387822158 0.0012078352386319935 0.0012261360512262343 0.0014669095627427029 0.0014170925382965827 0.001006126694033771 0.0011309563573576042 0.0010347341751892891
leaf_count=392 37 148 15 87 190 68 92 415 227 40 86 40 49 80 118 136 348 42 318 31 38 209 34 213 53 119 76 209
internal_value=0 0.000668983 0.00145992 -0.000140458 0.000111063 0.000496792 0.00174651 -0.00078276 0.000116361 -1.40737e-05 0.000823588 -0.000520369 -0.00153392 0.00266066 -0.000718855 -0.0014186 -0.000527506 -0.00128845 -0.00193264 0.000238691 -1.72738e-05 0.000527465 0.000973603 -0.00260131 0.0017866 -0.000368455 0.00042477 0.0014719
internal_weight=0 0.00586624 0.00373668 0.0328038 0.0235728 0.0146958 0.00426425 0.00923096 0.00382382 0.0104315 0.00392977 0.00650177 0.00278416 0.00311434 0.00212956 0.00540714 0.00887703 0.00356312 0.00387643 0.00371761 0.00531391 0.00351547 0.00226002 0.00255618 0.00250224 0.00221396 0.00217767 0.00203519
internal_count=3910 394 239 3516 1606 763 362 1910 851 401 207 194 89 270 155 1059 843 390 923 105 453 366 65 605 121 328 91 436
is_linear=0
shrinkage=0.00381041


Tree=1049
num_leaves=30
num_cat=0
split_feature=484 2 474 156 0 42 42 393 1 1 12 151 16 15 43 3 3 151 42 2 2 48 15 16 2 1 15 47 15
split_gain=0.000216631 0.000367262 0.000226308 0.000406543 0.000401846 0.000329569 0.000352607 0.000452765 0.000334465 0.000312979 0.000429265 0.000356375 0.000346744 0.000588888 0.000365668 0.000401435 0.000313608 0.000274447 0.000274602 0.000249945 0.000475499 0.000617745 0.000248198 0.00022397 0.000214708 0.000264293 0.000119251 7.26318e-05 3.28199e-05
threshold=-0.0043499999999999988 0.10571000000000001 0.084655000000000022 0.083950000000000011 -0.13870499999999999 -1.0000000180025095e-35 -0.086109999999999978 0.085075000000000012 0.090355000000000005 0.12811000000000003 0.10852500000000001 0.087190000000000017 -0.30307999999999996 -0.14487999999999998 -0.073139999999999983 -0.078669999999999976 -0.100615 0.056555000000000001 0.086325000000000013 0.086650000000000019 0.10869000000000002 0.091875000000000012 -0.091024999999999981 -0.040439999999999997 0.080080000000000012 0.092550000000000007 -0.042544999999999993 0.11002500000000003 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 8 -2 10 11 12 13 -7 15 16 -14 18 19 24 21 22 -21 -11 25 -16 -15 -10 -17
right_child=2 -3 4 -5 -6 9 -8 -9 27 23 -12 -13 14 26 17 28 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0026741279934251578 -0.0026520250334350144 0.000272921877548676 0.0028850236031742133 -0.0017359366185061848 -0.00010995735081764482 0.00094770748505135108 -0.0026038198881939071 0.0018962721770259905 -0.00077257789746080076 0.0026611439214561643 -0.0022156974512522213 0.0020710968700277019 0.0014013393725902405 -0.0029347185642787984 0.0011901540806143202 0.0028965358259300036 -0.00098510308992391855 -0.0018586290902396882 -0.0013600210142143609 0.0036574619026450211 -0.0012373959875123255 -0.00092456566625652567 0.0014738645125057319 0.00034180990497177129 -0.00157297492901239 -0.0011696625309564647 -0.001297732544856147 0.00063406444147860014 0.001962862686233178
leaf_weight=0.0011112828312675451 0.0010807076223872808 0.0012583430460380018 0.0010623732357011306 0.0018325355168604942 0.0015192571078139752 0.0015688138537335306 0.001150150280323752 0.0010192555127446212 0.0010461380999635672 0.0012187360645889989 0.0010493186675548652 0.0013755869073979179 0.0016892106505139726 0.0010358250593078822 0.0017209245189420234 0.0010530799865606788 0.00140985689604195 0.0010336263533190495 0.0014376197631120477 0.001274862994350201 0.0010934316365371899 0.0010472680480120289 0.001688646653533965 0.0011104623309288178 0.0012644498616696254 0.0010767222864842552 0.0015508712866210061 0.0010038319025227338 0.001048533700727103
leaf_count=508 333 104 33 286 285 66 459 31 56 186 78 72 57 60 60 104 164 16 492 16 47 23 59 52 70 19 82 13 79
internal_value=0 -0.00110916 5.74867e-05 -2.61346e-05 0.00112251 7.47827e-05 -0.000773533 -0.000266271 -0.000970331 0.000249405 0.000119513 0.000229055 0.000108358 -0.000858064 0.000346861 0.00117037 0.000315677 -2.11541e-05 0.000157955 0.000396031 0.000946341 0.00154168 0.00241322 0.00155538 -0.000295459 0.000281938 -0.00195325 -8.37715e-05 0.00243071
internal_weight=0 0.00236963 0.0354621 0.0328805 0.00258163 0.0310479 0.00530008 0.00414993 0.00313068 0.0257478 0.0234186 0.0223693 0.0209937 0.00415551 0.0168382 0.00520068 0.00309907 0.0116376 0.0106039 0.00916631 0.00510421 0.00401078 0.00296351 0.0023292 0.0040621 0.00279765 0.0025867 0.00204997 0.00210161
internal_count=3910 612 3298 2980 318 2694 892 433 402 1802 1564 1486 1414 208 1206 404 221 802 786 294 145 98 75 238 149 79 142 69 183
is_linear=0
shrinkage=0.0037357


Tree=1050
num_leaves=30
num_cat=0
split_feature=41 2 3 15 13 3 2 16 16 43 43 13 39 133 15 15 0 474 3 160 457 0 1375 15 42 3 2 4 3
split_gain=0.000204165 0.000376069 0.000262608 0.00047177 0.000294778 0.000250288 0.000385548 0.000360663 0.000581488 0.000247936 0.00052548 0.00039777 0.00051349 0.000298756 0.000284075 0.000236884 0.000320022 0.000225383 0.000275686 0.000247378 0.000536827 0.000233651 0.000403102 0.000346142 0.000187318 0.000169039 0.000162266 0.000142665 3.92548e-05
threshold=0.078535000000000008 0.094010000000000024 -0.10628499999999998 -0.016339999999999997 -0.0097449999999999985 -0.078884999999999997 0.08400500000000001 -0.083144999999999983 0.0015250000000000001 -0.057994999999999998 -0.0037249999999999996 0.26667500000000005 0.085220000000000004 -0.086869999999999989 0.091600000000000015 -0.089964999999999976 -0.070894999999999986 0.084655000000000022 0.24227500000000002 -1.0000000180025095e-35 -0.0015249999999999997 -0.10071499999999999 -0.43271999999999994 -0.10469999999999999 0.060615000000000009 0.097615000000000021 0.088585000000000011 0.0066400000000000009 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -4 26 -9 11 -11 12 15 -12 17 -7 -17 18 19 -15 -21 22 -22 -24 -6 -23 -8 -25 -29
right_child=1 -3 5 4 24 9 7 8 -10 10 13 -13 -14 14 -16 16 -18 -19 -20 20 21 25 23 27 -26 -27 -28 28 -30
leaf_value=0.0028187130955725182 -0.0030269762529462588 0.00059872344583347789 -0.0027750581014396687 0.0018077805607625873 -0.0015586734997390119 0.0022450284147832642 0.0017483692778165834 -0.0038671197843386878 0.00071904041450432713 -0.0031493995288880486 0.0020090083217661802 -0.0015647838760597778 0.0036997865086302079 -0.0017436538277367374 -0.0023422697076790444 -0.0019805302431074086 0.0012137277522913446 0.0017575932416194155 0.001937772830256941 -0.0028825330960841672 -0.0011986215133516561 -0.0020966787961642546 -0.00053829259323138643 0.00077660653846605083 0.00075550051510799173 0.00017289292426362439 -0.00043496381722390955 0.0020701054809177115 0.00317744929660954
leaf_weight=0.0016749120507902893 0.0011131275784013175 0.0010000445521060053 0.0014878116861509602 0.0012809188175473274 0.0017073789110171869 0.0010228750298618139 0.0014598780588533089 0.0010339664900830131 0.0010028367716615472 0.0010140508374457116 0.0012982944444157587 0.0010059058134750387 0.0013005806458581404 0.0019284542085985798 0.001003351409473969 0.0010550627122135198 0.001276066205528891 0.0012536136540253215 0.0010688838824693967 0.0011036263872767913 0.0015109698661248689 0.0010826098285255945 0.0013048650440765633 0.0010971904938870108 0.0010341940013969264 0.0013677223675323535 0.0010984150441750717 0.0011274724302268169 0.001235399003753912
leaf_count=122 103 92 478 46 194 82 244 548 221 159 202 32 244 92 157 181 102 80 111 32 15 65 38 17 19 41 144 8 41
internal_value=0 -0.00131114 6.25374e-05 0.000905115 0.000108318 -0.000102202 -0.000876476 -0.000261748 -0.00160909 0.000102067 -0.00015176 0.000882157 0.00141097 3.37898e-05 -0.000136217 0.000523433 -0.000231985 2.09786e-05 -0.000148742 -0.000338416 -6.27319e-05 0.000293895 0.000732646 0.00134506 -0.000685706 -0.000829853 0.000810945 0.00205531 0.00264907
internal_weight=0 0.00211317 0.0348373 0.0056974 0.00402249 0.0291399 0.00608291 0.0045951 0.0020368 0.023057 0.0173965 0.00566049 0.00465458 0.0163825 0.0150842 0.003354 0.00233113 0.0140808 0.0128272 0.0117583 0.00982986 0.00872623 0.0062759 0.00476493 0.00274157 0.00245033 0.00255829 0.00346006 0.00236287
internal_count=3910 195 3715 381 259 3334 1635 1157 769 1699 1058 641 609 899 697 365 283 540 460 349 257 225 119 104 213 106 388 66 49
is_linear=0
shrinkage=0.00429114


Tree=1051
num_leaves=31
num_cat=0
split_feature=31 158 453 4 11 14 48 0 403 48 42 147 160 452 484 38 124 123 483 52 1 1 13 49 1374 3 49 49 4 0
split_gain=0.000936543 0.000797451 0.000723885 0.000782828 0.00110182 0.000831993 0.000705183 0.000690052 0.000962646 0.000963704 0.000819524 0.000818459 0.000827729 0.000694792 0.000850901 0.000703813 0.000828537 0.000828846 0.000676892 0.000708009 0.00068756 0.00119551 0.00105527 0.000729994 0.000785299 0.000819844 0.000754368 0.000906449 0.000924803 0.000787266
threshold=-1.0000000180025095e-35 0.11015500000000002 0.10097500000000002 0.27608500000000008 0.08184000000000001 -0.46879999999999994 0.11379500000000002 0.012625000000000003 -0.092224999999999988 -0.09386499999999999 0.086825000000000013 0.090355000000000019 -0.23073999999999997 0.085195000000000007 0.087495000000000017 1.0000000180025095e-35 -0.048219999999999992 0.096720000000000014 0.0015150000000000003 -0.42985499999999993 0.10031000000000002 0.092550000000000007 -0.057284999999999996 -0.085974999999999982 -0.094679999999999986 0.086245000000000016 -0.081629999999999994 -1.0000000180025095e-35 0.05309500000000001 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -7 8 -2 -10 -9 12 -11 14 15 16 -14 18 19 -18 21 23 -22 -21 -25 26 -26 -28 29 -29
right_child=1 -3 -4 5 -6 6 -8 10 9 11 -12 -13 13 -15 -16 -17 17 -19 -20 20 22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0011526558478461917 -0.0013195981605439097 -0.0011906063826567733 -0.0011298754408424698 -0.00037262454523022328 -0.0010627346370774399 0.00093787144991137514 -5.5567906440437664e-06 0.00057680738579057194 -0.0011521919117026167 -0.00096024836235806144 -0.00037073569501666387 0.0011532605310404544 0.00091512160831305409 0.0010626829330726045 -0.00098489455662321848 -0.0009342715309372979 -0.00096412605859966043 -0.0011143461112677966 -0.00080446790073932797 -0.00066468795496006324 0.0010476492456039828 -0.00088492138346333389 9.463949342760284e-05 -0.00060189820438683722 0.0011518958211242227 0.0008085974987261231 -0.001173629555646353 -0.00031540466979579514 0.00070764712937275442 0.00053959097042405204
leaf_weight=0.0011684024147076135 0.0010735721220556096 0.0010307924236818691 0.0010106428186986696 0.0019427955793105411 0.0018382757157806564 0.0040669712188439178 0.0020877206962239825 0.006075091058843185 0.0013583614206780217 0.0016781519970354699 0.0021524552746905457 0.0010048926740067179 0.001746659299705299 0.0010155974952965599 0.0016031096937947345 0.0013737794087402824 0.0011431432291019164 0.0011562957314481528 0.0016582918283046802 0.0021182277047215861 0.0029678143874889429 0.0025126467175384795 0.0063557805027194547 0.0021780170193430584 0.0011064730110206264 0.0035258623438920713 0.001026486513349135 0.007199647786997096 0.0033888311110772404 0.0025356127167546344
leaf_count=113 440 166 27 47 153 279 43 143 39 266 44 45 82 10 152 45 172 27 237 57 74 98 92 25 9 40 82 676 85 142
internal_value=0 -3.85647e-05 -2.13296e-05 -4.82744e-06 -5.69715e-05 0.000380212 0.000617853 -2.50695e-05 -8.36375e-05 -5.63653e-05 0.000328915 -2.48923e-05 -5.04681e-05 -1.62455e-05 -4.13795e-05 -5.36066e-06 2.60555e-05 -1.38923e-05 1.98447e-05 5.77539e-05 9.12106e-05 -2.05567e-05 0.000397994 7.35474e-05 0.000148151 0.000235124 0.000102596 2.05485e-05 0.00011395 -9.27154e-05
internal_weight=0 0.069932 0.0689012 0.0678906 0.0597931 0.00809749 0.00615469 0.0579548 0.0497273 0.0486537 0.00822755 0.0472953 0.0462904 0.0446123 0.0435967 0.0419936 0.0406198 0.0388731 0.0377168 0.0360585 0.0349154 0.0255918 0.00932359 0.0230792 0.0209609 0.0187829 0.0152571 0.0141506 0.0131241 0.00973526
internal_count=3910 3797 3631 3604 3235 369 322 3082 2895 2455 187 2416 2371 2105 2095 1943 1898 1816 1789 1552 1380 1214 166 1116 1059 1034 994 985 903 818
is_linear=0
shrinkage=0.00131955


Tree=1052
num_leaves=29
num_cat=0
split_feature=14 157 475 0 52 42 42 403 160 43 16 483 15 0 457 49 160 3 16 16 4 12 2 1 1 1 12 43
split_gain=0.000212071 0.000391418 0.000355774 0.00030738 0.000486107 0.000370671 0.000465963 0.000612896 0.000434261 0.000650011 0.000536279 0.000522215 0.000343747 0.000449511 0.000358409 0.000378867 0.000375212 0.000331142 0.000274167 0.000262317 0.000249849 0.000245067 0.000354281 0.00044332 0.000240822 0.000210879 0.000202624 1.45459e-05
threshold=0.073890000000000011 -0.07453499999999999 -1.0000000180025095e-35 -0.017269999999999997 -0.044539999999999989 -1.0000000180025095e-35 -0.088669999999999985 0.03138500000000001 -1.0000000180025095e-35 -0.074254999999999988 0.032820000000000009 0.083090000000000011 0.091435000000000002 -0.084304999999999977 -0.0034949999999999994 -0.047309999999999998 0.10070500000000002 -0.084129999999999996 -0.23935499999999996 0.24895000000000003 -0.0017649999999999999 0.083175000000000013 0.113945 0.095575000000000007 0.090740000000000015 0.099115000000000023 0.085775000000000004 -0.26007999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 5 -5 6 7 27 11 17 12 -7 13 14 -11 16 -16 -10 -6 -20 -1 22 23 24 -17 26 -19 -4
right_child=-2 2 3 4 18 8 -8 -9 9 10 -12 -13 -14 -15 15 21 -18 25 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00053435276183366243 -0.0017430717148767705 -0.0023300790669092616 -0.0020623533896650661 0.0027849609871129924 0.0018856637079861874 -0.0032195318775769962 -0.00354009595899133 0.0019599708814626048 -0.0002033818443255665 -0.0021106520316549917 -0.0025936217721503683 0.00013147217275866354 -0.0019268418639924192 0.0022667362093480941 0.0030090901669207982 0.001121529327724341 -0.00010857903594185053 0.002548184175771242 -0.0013138871217533632 0.00093093389257204969 0.002852991513581231 -0.0017258272156738903 -0.0017672224310472536 0.0026708648502301851 -0.0013151994002693697 0.0034066633250297825 0.00038210688745659129 -0.0014053738774813516
leaf_weight=0.0019514250310830039 0.0010408591286696902 0.0010352227202070899 0.0010331278646571462 0.0014064560632807144 0.0010448440205800269 0.0013033017858284915 0.0010236103927592768 0.0010136120363231083 0.0014207083256509989 0.0011361458530325672 0.0013049832822357174 0.0015238855628037506 0.001225833018727974 0.0014412828298526756 0.0012416820153120537 0.0011125342503879249 0.0010994512477680018 0.0012260994865841415 0.001936053512917371 0.0013241311271485756 0.0010964982999558939 0.0013927153650612201 0.0011387569451288826 0.0011842657267893131 0.0013635975615216012 0.0011263232067455498 0.0013941020607339816 0.0010035899948409033
leaf_count=384 135 269 49 85 77 311 535 82 102 42 109 230 225 160 58 35 18 41 95 14 97 189 60 36 14 132 82 244
internal_value=0 3.68103e-05 -8.82457e-05 -1.43846e-05 0.000801205 -0.000195571 -0.00127104 -0.000509599 6.9363e-06 0.000220419 -0.000224271 -0.0014133 2.63691e-05 0.00024187 -5.99561e-05 0.000213088 0.00154496 0.00139438 0.000153111 -0.000402148 0.00136849 -0.000290489 0.000126046 0.000715046 -0.000220369 0.00200026 0.0013957 -0.00173863
internal_weight=0 0.0355042 0.0324563 0.0314211 0.00571148 0.0257096 0.00407394 0.00305033 0.0216357 0.0188085 0.0136412 0.00282719 0.0123363 0.0111104 0.00966915 0.008533 0.00234113 0.00516723 0.00430503 0.00326018 0.00304792 0.00619187 0.00479915 0.0036604 0.00247613 0.00374652 0.0026202 0.00203672
internal_count=3910 3775 3294 3025 271 2754 910 375 1844 1303 946 541 837 612 452 410 76 357 186 109 481 334 145 85 49 255 123 293
is_linear=0
shrinkage=0.00388662


Tree=1053
num_leaves=31
num_cat=0
split_feature=453 4 11 14 48 401 3 13 38 124 483 158 13 156 159 13 0 13 0 15 15 1 1 51 3 4 4 2 160 133
split_gain=0.000841096 0.000747914 0.00102228 0.000720852 0.000774106 0.000517441 0.00050996 0.000836413 0.00064575 0.00119686 0.000629404 0.000603614 0.000791679 0.000880686 0.000669373 0.00055845 0.000444807 0.000656246 0.000588693 0.000448435 0.000712724 0.000549007 0.000883897 0.000884484 0.000632247 0.000441499 0.000510735 0.000697784 0.000693584 0.000742831
threshold=0.096095000000000014 0.27608500000000008 0.079700000000000007 -0.46879999999999994 0.11379500000000002 0.085435000000000011 -0.14539499999999997 0.17936000000000002 0.10208000000000002 -0.048219999999999992 0.088030000000000011 0.085745000000000002 -0.094679999999999986 0.091280000000000014 0.085545000000000024 -0.086679999999999993 -0.053834999999999994 0.11596500000000001 -0.060094999999999989 -0.11739999999999999 -0.106555 0.094695000000000015 0.092550000000000007 0.08955500000000001 -0.089974999999999986 0.05309500000000001 -0.082509999999999986 0.086650000000000019 0.085865000000000011 0.0068000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 7 -1 9 -8 11 12 14 15 -11 -14 18 -18 19 -17 -21 22 23 24 -22 26 -26 -28 29 -29
right_child=-2 3 -4 4 -6 -7 8 -9 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.001151337438386998 -0.0013523439021895652 -0.0004484992535328432 -0.0010378477458880112 0.0011067691976894159 -0.00011039573396189751 -0.00080012982799873426 0.00090928447208914361 -0.00047619318786681057 -0.001181113016498089 0.00024143418224387527 -0.0012091270877174433 -0.00091522443017410084 -0.0011519479955470824 -0.0013339847927906917 0.001525025651426529 -0.00089943298644139366 -0.00099908270055786897 0.0001645242311135517 0.0011508834540523416 0.0012142765034939896 -0.00082515138046735965 0.00040429758044875749 -0.0014827518111536924 -0.0012182379904131088 0.00075835191518869619 0.00083303390834084769 -0.0007619604833584892 0.00046975722868579606 0.001076129499247459 -0.0012477478252792041
leaf_weight=0.002151254043090133 0.0011566772154765195 0.0016767596763651582 0.0025613173837484285 0.0037912413089311583 0.0018625983473050667 0.0020394643445026941 0.0030968493186791504 0.0011627209661524418 0.0011708671927896921 0.0063449353622626594 0.0011613852384036718 0.0018593050493334587 0.001090757543394715 0.0013698157145189951 0.0011466056862943219 0.0012363063830977327 0.0025097413469925651 0.0021518784693626003 0.0011268116781835173 0.0012032858674046907 0.0016212027126800569 0.0055652246935729002 0.0011245352474054124 0.0014082232623560684 0.001907766219893625 0.0021732638020104398 0.0026645837045115315 0.0014418484076879068 0.001532889034854712 0.0010333186617730306
leaf_count=71 36 56 187 325 42 285 165 18 39 153 250 240 196 178 32 94 126 33 22 13 225 165 58 116 183 54 181 94 40 233
internal_value=0 -2.15492e-05 -8.46126e-05 0.000441762 0.000705787 -3.70144e-05 -5.41694e-06 0.000580312 -4.76684e-05 -1.80258e-05 -8.6936e-05 -5.47656e-05 -1.33754e-05 -0.000121865 0.000437892 -6.61318e-05 -2.48661e-05 -0.000461943 5.98906e-05 6.23662e-06 5.78918e-05 -1.00743e-05 -0.000164765 -5.72332e-05 7.48856e-05 0.000210573 5.29154e-05 -0.000148775 0.000258875 -0.000247257
internal_weight=0 0.0611868 0.0538562 0.0073306 0.00565384 0.0512948 0.0492554 0.00331398 0.0459414 0.0447705 0.0416737 0.0405123 0.038653 0.0311615 0.00749154 0.0297916 0.0287009 0.00466162 0.0240393 0.0229124 0.0216761 0.0204729 0.0149076 0.0137831 0.0123749 0.0107537 0.00858041 0.00667264 0.00400806 0.00247517
internal_count=3910 3874 3451 423 367 3264 2979 89 2890 2851 2686 2436 2196 2011 185 1833 1637 159 1478 1456 1362 1349 1184 1126 1010 785 731 548 367 327
is_linear=0
shrinkage=0.00154607


Tree=1054
num_leaves=31
num_cat=0
split_feature=31 158 453 1375 133 52 160 1 402 13 11 151 52 3 0 39 4 3 12 1 50 0 3 15 0 4 42 43 52 151
split_gain=0.00130911 0.000840473 0.000765945 0.000673322 0.000696222 0.000960216 0.000780088 0.000791267 0.00124086 0.000886287 0.000994446 0.000834179 0.000825382 0.000789678 0.000950465 0.00105561 0.000738203 0.000926652 0.000721485 0.000693028 0.000685619 0.000674086 0.00134786 0.00104852 0.000772605 0.000746581 0.00107788 0.000720915 0.000653784 0.000589829
threshold=-1.0000000180025095e-35 0.11015500000000002 0.10097500000000002 0.10347500000000001 -0.26719999999999994 -0.51745999999999992 -0.40446999999999994 0.076710000000000014 -1.0000000180025095e-35 -0.0010249999999999997 0.08184000000000001 -0.095804999999999987 -0.012244999999999997 -0.12817999999999996 -0.099864999999999995 0.15394000000000002 0.26048500000000002 -0.086439999999999989 -0.085504999999999984 0.10752500000000002 0.10030500000000002 -0.076734999999999984 -0.089974999999999986 0.083935000000000023 -0.089539999999999995 -0.51381999999999983 0.091955000000000023 -0.077049999999999993 0.0074400000000000013 -0.044604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 10 12 -11 -9 -13 28 -16 17 -14 -10 -12 -19 22 -20 24 27 -23 -27 -24 29 -15
right_child=1 -3 -4 -5 5 6 7 9 18 11 19 13 16 14 15 -17 -18 20 21 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010850709656785803 -0.0006618262492861576 -0.0010851309940553189 -0.0010015367853922828 -0.00097360609016827358 -0.00094400434160613706 -0.00067002518996587212 -0.0011952666278139503 0.00090294141387131806 -0.001016052976293065 0.0007841217577810517 -0.00097891837523696569 0.00065807866527416148 0.0009413316438833981 -0.00065343372933303312 -0.00075393237542573782 0.00047349458125964239 0.00095507990932797561 -0.00053314636383001372 -0.0010117999886350233 0.00030821656535573113 0.00042104262734473681 -0.00036238265432617204 0.00029826627457803397 0.00045574600146197538 -0.0011952402716688009 0.00063977460918057205 -0.00049692166130906165 -0.00066530478824368368 0.00068125109062447083 6.286467740407405e-05
leaf_weight=0.0015236411193964008 0.0021414435654141242 0.0010708773017132902 0.0011159197371171095 0.0010088357600181999 0.0014170449706274449 0.0020854298180204003 0.0013895738002591687 0.0051512371952169298 0.0010188506772044184 0.0020005136108522939 0.0011438837069928107 0.0022487367172590025 0.0013822117469848303 0.0018813762451230778 0.0047153990635706603 0.001270499913928802 0.0018085285203541801 0.0028655699880557588 0.0022447772339917382 0.0012509917837633111 0.0017220237337953748 0.0022426802048647332 0.0026682293095936496 0.0043361486054565024 0.0011581062298309866 0.0062039613423861082 0.0014748964990989322 0.0018980463761354366 0.0021212094287648134 0.012908980541365798
leaf_count=113 230 166 27 36 266 269 299 250 40 35 23 101 51 40 190 24 133 197 207 32 112 20 139 262 221 120 84 82 24 117
internal_value=0 -3.38134e-05 -1.87773e-05 -3.9089e-06 9.53798e-06 2.98993e-05 4.98448e-05 7.22158e-05 -9.81857e-05 0.000171057 0.000400847 4.13389e-05 0.000531878 -1.77534e-05 -8.41262e-05 -0.000493412 0.000286139 8.34863e-05 -3.26048e-05 -0.000306568 -0.000174977 1.24753e-05 -0.000174415 1.24278e-05 -0.00032338 0.000244269 0.000421447 -0.000102258 6.07419e-05 -2.82506e-05
internal_weight=0 0.075946 0.0748751 0.0737592 0.0727504 0.0706089 0.0691919 0.0671064 0.0246353 0.0424712 0.0153244 0.0271467 0.0129296 0.0251462 0.0228975 0.0059859 0.00777833 0.00596981 0.0232457 0.00239488 0.00458759 0.0222268 0.0123053 0.0100605 0.00572438 0.00992154 0.00767886 0.00456628 0.0169116 0.0147904
internal_count=3910 3797 3631 3604 3568 3338 3072 2803 1474 1329 798 531 743 496 395 214 493 360 1175 55 309 1135 911 704 442 224 204 221 181 157
is_linear=0
shrinkage=0.00119516


Tree=1055
num_leaves=28
num_cat=0
split_feature=52 1 132 44 3 50 47 4 151 4 43 52 15 52 0 49 133 12 16 0 4 13 4 16 49 12 47
split_gain=0.000222444 0.000249702 0.00028814 0.000292964 0.000392939 0.000322102 0.000333848 0.000372771 0.0006667 0.000421604 0.000403915 0.000396604 0.000319345 0.000396811 0.0002699 0.000327229 0.000302388 0.000249166 0.000230692 0.000387398 0.000244269 0.000221438 0.000186577 0.000155034 0.000144434 8.78183e-05 0.000356598
threshold=-0.42985499999999993 0.076710000000000014 0.079995000000000011 1.0000000180025095e-35 0.16699000000000003 0.10625000000000001 0.09252500000000001 0.0057500000000000008 0.056555000000000001 -1.0000000180025095e-35 -0.079374999999999987 -0.072349999999999984 0.083185000000000023 -0.0066199999999999991 -0.087614999999999985 -0.081629999999999994 0.084285000000000013 0.097345000000000015 -0.089559999999999987 -0.076734999999999984 -0.51381999999999983 -0.098524999999999988 -0.37626499999999991 -0.25582999999999995 -0.012224999999999998 -1.0000000180025095e-35 0.10813000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 5 6 7 8 9 12 -9 -12 13 24 16 -16 -2 25 -17 -20 -21 -18 -22 -13 -3 -8 -27
right_child=1 2 -4 -5 -6 -7 17 10 -10 -11 11 23 -14 -15 15 18 21 -19 19 20 22 -23 -24 -25 -26 26 -28
leaf_value=-0.0016812208788744842 -0.0023041119933650766 0.0013190859785037388 0.0019879834862170037 -0.0017377442504679468 0.0024053830350526358 -0.0018150959387519671 -9.463618627206691e-05 -0.00075474169825493842 -0.0026917848375703837 -0.0017518744379144092 0.0002748216905992719 0.0017003173263569202 -0.0008058210214467803 0.0026874185619575838 0.001931732868051358 0.00097697608220669811 0.001013710306416768 0.0010772251400405931 -0.0026344428443261414 -0.0015786531350244555 0.0015878775576576485 -0.0013860996414704107 -0.00034765858436908446 0.0033987712094739049 -0.00058275345760591376 -0.00032790605417419669 -0.0031475175745884873
leaf_weight=0.0011261668996341559 0.0019121079173896457 0.0011278526165865443 0.0013380989581814875 0.0011133247422634432 0.0011785689650436462 0.0011515928832734881 0.0010137793032551912 0.0011417112543328223 0.0011298353596398414 0.001033490321338708 0.0016818403865777043 0.0015239426230823083 0.0012308887839285187 0.0019068839961464646 0.0011041390442968488 0.0015829089973614097 0.0010681249586639296 0.0010102029443137539 0.0011539526741502909 0.0012212577378094558 0.0012231014758299352 0.0011695352621484967 0.0017688518368970405 0.0015990638228717824 0.0011931186563443053 0.0017029716229206562 0.0010545022230061818
leaf_count=353 351 92 183 62 133 188 30 86 47 60 36 155 296 59 34 146 18 33 668 27 31 246 310 49 109 44 64
internal_value=0 3.90352e-05 0.000271696 0.000166318 0.000268824 0.000139703 0.000262379 0.000567477 9.62219e-06 0.000479745 0.00128251 0.0017666 0.000902251 0.00139954 -0.000401955 4.79005e-06 -0.0011914 -0.000603415 -0.000301338 -0.000678344 -0.00014259 -0.000240574 0.000443583 0.00256997 0.000341426 -0.00105361 -0.00140617
internal_weight=0 0.0353356 0.0231317 0.0217936 0.0206802 0.0195017 0.0183501 0.0135686 0.00762207 0.00649223 0.00594656 0.00480485 0.00545874 0.00422786 0.012204 0.00805421 0.00414977 0.00478146 0.00695007 0.00536716 0.00421321 0.00223766 0.00299195 0.00312301 0.00232097 0.00377125 0.00275747
internal_count=3910 3557 1726 1543 1481 1348 1160 989 663 616 326 240 556 260 1831 1216 615 171 1182 1036 368 264 341 204 201 138 108
is_linear=0
shrinkage=0.00381041


Tree=1056
num_leaves=31
num_cat=0
split_feature=3 453 31 375 401 158 156 4 483 480 133 1210 1374 150 160 2 15 15 4 12 52 1429 123 12 0 131 11 159 0 1
split_gain=0.00123529 0.00119657 0.00144308 0.0011936 0.00114391 0.00106888 0.000940267 0.00096054 0.00135724 0.00109348 0.00108326 0.00105714 0.000961398 0.00120002 0.0010615 0.00107888 0.00120717 0.00106266 0.000896693 0.00135954 0.000980379 0.00101079 0.000819006 0.000818901 0.00081152 0.0007677 0.000663509 0.000627006 0.00091652 0.00122938
threshold=0.31335500000000011 0.091855000000000006 -1.0000000180025095e-35 0.087245000000000017 0.10072000000000002 0.11015500000000002 0.11896500000000002 0.51060500000000009 0.088030000000000011 1.0000000180025095e-35 -0.26719999999999994 -0.080884999999999985 0.086000000000000007 -0.099594999999999975 -0.217635 0.099015000000000006 -0.11739999999999999 -0.15202999999999997 0.15927500000000003 0.10371500000000002 0.089525000000000007 0.084845000000000018 0.080750000000000016 0.097345000000000015 -0.18087499999999998 0.086210000000000023 0.077330000000000024 0.089930000000000024 -0.017269999999999997 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 -4 -12 13 -13 -15 16 -16 -17 19 20 21 23 26 25 -2 27 -19 28 29 -18
right_child=24 -3 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 14 15 17 18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013199179396774861 -0.00014971286353481004 -0.0012225355227576452 -0.00082454991876658261 -0.0012430488195210843 -0.0013196426599091662 -0.0011954439982955394 -0.0010201296597338041 0.0010694388959734331 -0.00089724915931650988 -0.0013196485071648647 -0.0011611561096347965 0.0012421841229358476 -0.00089121780706340832 -0.00075425645718594299 -0.00078078018656170544 0.0011403954823520491 -3.621306819902704e-05 0.00025246682812186467 0.00064946319602740446 -0.0013197512675176869 0.00052905302376883806 0.00080172687304628804 0.0012236528724855085 0.00059183310780334432 0.0013196348795629599 -0.0012783688013643772 -0.00071832661619059782 -0.0010256605547338971 0.00075088567141773257 -0.00094437263355181633
leaf_weight=0.0013265180142658642 0.0010015448021611917 0.0015312541417031858 0.0024103681707199334 0.0014767668811401782 0.0012103937083633989 0.0013417452735594573 0.0015667978144655583 0.0014684420322472738 0.0028766136276653911 0.001036155150081374 0.0011846524347323131 0.0016202324419509742 0.0016768649822926909 0.0024798889553330197 0.0031445502485176738 0.002722649324537584 0.01618032264314604 0.015466878491530167 0.0041442897150325555 0.0013072351685485808 0.0061462072933737835 0.002225620671385097 0.0014068190600156063 0.0025128405465846262 0.0018887511031584472 0.0010970370031611045 0.0013313987495848769 0.0013340314433223357 0.0020271050349549768 0.0030913319709648937
leaf_count=100 23 39 207 34 184 164 115 94 264 169 116 21 72 224 121 70 571 336 44 75 196 72 55 47 125 141 44 86 29 72
internal_value=0 -6.63395e-05 -4.57085e-05 -6.71499e-05 -4.62305e-05 -2.73879e-05 -7.90904e-06 1.21938e-05 -7.85839e-06 2.64616e-05 4.54355e-05 7.4929e-05 9.58734e-05 0.00012013 9.28401e-05 0.000125593 6.49059e-06 0.000371509 6.82789e-05 1.22769e-06 5.11152e-05 -5.207e-05 0.000256519 -0.00012448 0.000810477 -0.000200333 0.000175524 -0.000148079 -9.31127e-05 -0.000181889
internal_weight=0 0.087345 0.0858138 0.0844872 0.0830105 0.0818001 0.0804583 0.0788915 0.0774231 0.0745465 0.0735103 0.0711 0.0699153 0.0682384 0.0666182 0.0641383 0.0432106 0.0209277 0.040066 0.0359217 0.0346145 0.0284683 0.0182051 0.0262427 0.0028903 0.0237298 0.0167983 0.0226328 0.0212988 0.0192717
internal_count=3910 3762 3723 3623 3589 3405 3241 3126 3032 2768 2599 2392 2276 2204 2183 1959 1454 505 1333 1289 1214 1018 435 946 148 899 380 758 672 643
is_linear=0
shrinkage=0.00131955


Tree=1057
num_leaves=28
num_cat=0
split_feature=51 124 1 44 50 15 158 159 2 157 48 40 51 51 151 52 13 2 49 13 43 52 2 2 4 4 3
split_gain=0.000214262 0.000328321 0.000293028 0.000427124 0.000304306 0.000346051 0.000315932 0.000315623 0.000365704 0.000316953 0.000294392 0.000292633 0.000305224 0.000261817 0.000316104 0.000565307 0.000483585 0.000391641 0.00024991 0.000194964 0.000558229 0.000423294 0.000224498 0.000343411 0.000294973 0.000543183 0.000194366
threshold=-0.40274499999999996 0.10385500000000002 0.14000500000000002 1.0000000180025095e-35 0.10625000000000001 -0.23821499999999998 0.085745000000000002 0.073745000000000019 0.097360000000000016 -0.08107499999999998 0.12675000000000003 -0.082239999999999994 0.10072000000000002 -0.032189999999999989 -0.076429999999999984 0.11401500000000002 -0.094679999999999986 0.091525000000000009 -0.059914999999999989 -0.014114999999999997 -0.083684999999999996 -0.07125999999999999 0.086650000000000019 0.097135000000000013 0.05309500000000001 -0.083329999999999987 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 10 9 -9 11 -7 13 -13 18 16 17 -16 -15 20 -18 -21 24 26 25 -23 -24
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 15 -17 19 -19 -20 21 -22 22 23 -25 -26 -27 -28
leaf_value=-0.001547251495513673 0.0017993755575230488 0.0022263679489353508 0.0020048681644520036 -0.0025562304676999561 -0.0019538142644448257 -0.001938414104261694 -0.0019496326068626872 0.0018101348642261695 0.0030392827355887244 -0.001254253589566756 -0.0021489667715044705 -0.0016028832265826043 0.0020376970278696274 0.0021620698545316433 0.0002634824070017145 -0.0025113873748246461 0.00090602518813213907 0.0030545220816596478 -2.1635426121383881e-05 -0.0020793658771216497 -0.0029064196227314254 0.00062085041422014749 0.00071295013100854858 -0.00036251404367475167 0.00073848238884040643 -0.0031918543502650692 0.0028871491674370025
leaf_weight=0.0013269048761566085 0.0016500169447288783 0.0010111232933720507 0.0010452337961331928 0.001023990066940427 0.0011673462128984199 0.0011258377280682899 0.0012402896510782932 0.0010003783689152002 0.001087065032565615 0.0010398251174092979 0.0010082170026253215 0.001458223829686466 0.0011554464711793768 0.0018296632255010437 0.0017497826557317736 0.0013621662523041192 0.0010264669233788215 0.0013418455915115146 0.001395444702964598 0.0012933308475666641 0.0013343263554979985 0.0011256889193595925 0.0011688438412609248 0.0017908368224959226 0.0020772876560446463 0.0011321170765510999 0.0013254050595507549
leaf_count=145 172 42 147 61 372 76 261 54 98 170 55 341 75 68 82 249 67 41 132 67 542 222 161 77 21 86 26
internal_value=0 4.39019e-05 -2.10882e-05 -8.54336e-05 -6.08585e-06 6.79306e-05 -3.03516e-05 5.51898e-05 0.00121848 0.000248316 -9.20888e-05 -4.56066e-06 9.19173e-05 -1.30848e-05 0.000103101 -0.000111697 0.000101032 0.00147486 0.00121722 -0.000245006 -0.00124878 -5.96863e-06 0.000305114 0.000935983 -0.000318477 -0.00129093 0.00186829
internal_weight=0 0.0349662 0.0339551 0.0329098 0.0318859 0.0307185 0.0290685 0.0278282 0.00312727 0.0020402 0.0247009 0.0236927 0.0225669 0.0214114 0.0199532 0.0167281 0.0153659 0.00309163 0.00322511 0.0122743 0.00236079 0.00991351 0.00862018 0.00428509 0.00433509 0.00225781 0.00249425
internal_count=3910 3765 3723 3576 3515 3143 2971 2710 322 224 2388 2333 2257 2182 1841 1641 1392 123 200 1269 609 660 593 264 329 308 187
is_linear=0
shrinkage=0.00388662


Tree=1058
num_leaves=26
num_cat=0
split_feature=1213 484 2 50 474 156 42 43 52 151 3 0 133 15 457 13 52 4 42 0 0 15 15 16 2
split_gain=0.000206355 0.00021072 0.000329289 0.000231896 0.000247772 0.00046116 0.00022655 0.000290638 0.000377314 0.000492556 0.00041908 0.0003686 0.000386092 0.000349358 0.000580268 0.000283483 0.000269689 0.00037255 0.000320419 0.000408094 0.000260385 0.000378832 0.000154284 0.000150453 0.000116746
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.10571000000000001 0.098870000000000027 0.084655000000000022 0.083950000000000011 -0.11403999999999999 -0.15109999999999998 0.090640000000000012 -0.092609999999999984 -0.080744999999999997 -0.029849999999999998 -0.090054999999999982 -0.11399999999999998 -0.0034949999999999994 -0.082249999999999976 0.06136500000000001 -0.032604999999999995 0.085195000000000007 -0.099864999999999995 -0.10209999999999998 -0.095799999999999982 -0.073314999999999991 0.15737500000000001 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 23 9 -9 -10 12 -11 -14 -15 -12 17 -16 19 20 21 -19 -23 -8 -6
right_child=1 3 -4 -5 24 -7 7 8 10 11 15 -13 13 14 16 -17 -18 18 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.0019695581556883127 -0.0032248386456125051 -0.0015640132232887299 0.00033996153625030345 0.0017734483879831284 0.0026430454640184787 -0.0025264923351967046 0.00071292769035630091 -0.0025943678427005836 -0.0033473638265898681 -0.0021469524206332562 -0.0014423556749927956 0.002468206203799111 0.0023191656557956714 -0.0026691995069506556 -0.0022795545596174627 0.0015606733241826773 0.0024538865927728644 -0.00198033826561328 0.0022829233154117645 -0.0023181320266236999 0.0027511708882225652 0.002366664321170235 -8.7775612397341068e-05 0.0028463477605335016 0.00045990221869293842
leaf_weight=0.0011290975568781355 0.0010500348965465497 0.0016980622268595305 0.0011956173348010024 0.001781668882254144 0.00108748126413749 0.0015529359144343937 0.0018255775661215603 0.0011834780903026134 0.0013786346044442621 0.0013074455460222447 0.0016672421453600705 0.0018386849191764998 0.001941912379135261 0.0013519552348584271 0.0010860476292409108 0.0011432371806706634 0.0014119747506122762 0.0012146818169398391 0.0018960068460476265 0.0012078723193638258 0.0010474096362642626 0.0012085393706939788 0.0010179303606063835 0.0011703960529372281 0.0010280802056363836
leaf_count=592 482 112 103 254 111 266 138 102 140 172 85 138 161 79 148 179 112 20 96 119 10 34 58 33 166
internal_value=0 4.85718e-05 -0.00132689 0.000144955 4.90887e-05 -6.61235e-05 7.75311e-05 0.000189481 3.8823e-06 0.000300349 -0.00124975 0.000507593 0.000262221 0.00049756 0.000188412 -0.000220794 0.000571285 0.000264989 0.000628969 7.84652e-05 0.00072339 0.000106179 0.00124451 0.00154636 0.00158212
internal_weight=0 0.0342929 0.00224565 0.0320473 0.0302656 0.02815 0.0265971 0.024899 0.0219031 0.0177139 0.00418911 0.0165305 0.0146918 0.0133843 0.0114424 0.00281048 0.0100905 0.00867849 0.00759244 0.00569643 0.00448856 0.00344115 0.00222647 0.00299597 0.00211556
internal_count=3910 3318 585 2733 2479 2202 1936 1824 1653 1249 404 1147 1009 837 676 264 597 485 337 241 122 112 92 171 277
is_linear=0
shrinkage=0.00464487


Tree=1059
num_leaves=26
num_cat=0
split_feature=52 1 0 47 52 3 12 0 42 13 3 42 52 4 49 4 2 48 0 403 12 3 15 16 2
split_gain=0.000195885 0.000244936 0.000301315 0.000345202 0.000409589 0.000248991 0.000290087 0.000269557 0.000233256 0.000448859 0.000261247 0.000186227 0.000393963 0.000330751 0.000766452 0.000291756 0.000258119 0.000242648 0.000350506 0.000184802 0.000744576 0.000380805 0.000229861 0.000155466 0.000138694
threshold=-0.42985499999999993 0.10113500000000002 -0.017269999999999997 0.13177500000000003 -0.081429999999999989 0.11818000000000002 0.090840000000000018 -0.10462499999999998 0.092145000000000019 -0.014114999999999997 -0.15002999999999997 0.088235000000000022 0.11401500000000002 -0.14963999999999997 -0.085974999999999982 -0.37626499999999991 0.097940000000000013 0.087945000000000009 -0.23029999999999998 0.03138500000000001 0.085250000000000006 -0.023079999999999996 -0.10071499999999999 -0.072359999999999994 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 24 -8 10 -10 -2 12 13 15 -15 -12 17 18 -16 20 21 -20 -23 -7 -6
right_child=1 2 -4 -5 5 23 7 -9 9 -11 11 -13 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 -25 -26
leaf_value=-0.001652138586844782 0.0015223963791792274 0.0021385743263902055 0.0023976460353669943 -0.0013772488655959649 0.00079681021420899712 1.8343638627015084e-05 0.0010593390750010111 -0.0016283613444267307 -0.0028715685958102936 0.00030755094025076215 6.7525213139510451e-05 0.001195798286645519 -0.0022863560019086562 -0.0036350422055132781 0.0018649950654649197 0.0027895870420982403 0.0017578907759894565 -0.0016814748449498337 0.001987401064310404 0.00071345932508187868 -0.0031457881978630762 0.00038446431092615103 -0.0018209703127502386 -0.0018289099491981752 0.0027276260431044639
leaf_weight=0.0010665386121915801 0.0014613610282143098 0.0019862610847669621 0.0011259913331058699 0.0016076038096812803 0.0012002616415391892 0.0016435445485787348 0.0011395567976251186 0.0011154243283173493 0.0013405990881201479 0.0013428925383909265 0.0014527423655668059 0.0013537487880457269 0.0013854618362826162 0.0010030396626121716 0.0012694230617569238 0.0010071515791480979 0.0010375378406213267 0.0015713743891718488 0.0011882050729195431 0.001853020323307919 0.0014048970938410205 0.0015544298480438812 0.0013201582351403231 0.0011840166167422783 0.0010567715350751072
leaf_count=353 106 120 162 61 99 130 25 122 482 47 76 275 214 72 23 27 137 122 264 183 579 19 59 43 110
internal_value=0 3.97389e-05 0.00048326 0.000286105 0.000572836 0.000149111 0.000715805 -0.000270129 -0.000208502 -0.00128065 -5.59721e-05 -0.000188524 -0.000305305 -0.000118108 -0.000380208 0.00118202 -8.86898e-05 -0.000277234 -2.03597e-05 -0.000347283 -0.000706773 0.000136629 -0.000628384 -0.000755178 0.00170084
internal_weight=0 0.0336055 0.0120594 0.0109334 0.00932584 0.00733958 0.00451201 0.00225498 0.021546 0.00268349 0.0188626 0.0174012 0.0160474 0.014662 0.0122021 0.00245989 0.011199 0.0101615 0.00859013 0.00732071 0.00546769 0.00406279 0.00287459 0.00282756 0.00225703
internal_count=3910 3557 872 710 649 529 356 147 2685 529 2156 2050 1775 1561 1458 103 1386 1249 1127 1104 921 342 78 173 209
is_linear=0
shrinkage=0.00388662


Tree=1060
num_leaves=31
num_cat=0
split_feature=453 4 11 14 48 150 1456 0 160 52 42 47 1429 403 48 15 16 0 0 0 1 48 151 49 12 13 1 1 16 12
split_gain=0.000726594 0.000677155 0.000799425 0.000597246 0.000579973 0.000447081 0.000760404 0.000468854 0.00100906 0.000691603 0.000995253 0.000621959 0.000608183 0.000812222 0.000850642 0.000579347 0.000912754 0.000585839 0.00104639 0.000841648 0.00103101 0.000639698 0.000544497 0.000514979 0.000488404 0.000632038 0.000459361 0.000488432 0.00045799 0.000912925
threshold=0.096095000000000014 0.27608500000000008 0.080455000000000013 -0.46879999999999994 0.11379500000000002 -0.097334999999999991 -1.0000000180025095e-35 -0.017269999999999997 -0.217635 0.14114500000000005 -0.11403999999999999 0.085165000000000018 0.084545000000000009 -1.0000000180025095e-35 -0.081799999999999984 -0.10469999999999999 -0.15168999999999996 -0.10071499999999999 -0.089879999999999974 -0.10209999999999998 0.094695000000000015 0.11930500000000001 -0.076429999999999984 0.090775000000000008 0.086865000000000012 -0.09547499999999999 0.089825000000000002 1.0000000180025095e-35 0.15737500000000001 0.097955000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -7 8 -8 10 -10 28 13 -12 -15 16 23 19 -19 20 26 -22 -20 -16 -24 -26 27 -17 -9 -30
right_child=-2 3 -4 4 -6 6 7 11 9 -11 12 -13 -14 14 15 17 -18 18 22 -21 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00071416160773712305 -0.0012780355063315579 -0.00038016232333759609 -0.00099357857564445502 0.0010412223822608793 -2.950365956470428e-05 -0.0011178087586361867 -0.0013325969145493359 0.00054628507267319296 -0.00136844116824036 0.00077158312100918938 -0.0010847213164215913 0.001316810776427113 0.00080601848647487095 -0.0011107864769917925 0.00061933124388665912 -0.00054817948260449856 -0.0012782560376424844 -0.0013051573953482259 0.00092129006822696852 0.0014147001837514618 0.0013266973371204554 -2.7589234473970838e-05 -0.00058770710768473269 -0.00073638308242175471 0.0012367703507739107 -5.1938482771565003e-05 -0.00085056975498031115 0.00046384657736767626 -0.00085685268639564287 0.00061838229224601146
leaf_weight=0.0017330760863716313 0.0010095990588752093 0.0015000897344901176 0.0019661781060136265 0.0033834159591810123 0.0016678125313376313 0.0014393503390671128 0.0013925150806187161 0.0032339073566505297 0.0013039893496927238 0.0021613753671603222 0.0017213686708974487 0.0011462308471408278 0.0017566921882808941 0.0015331588019975575 0.0016029728118596154 0.0016906804555567589 0.0018051369666542893 0.0014164721372826776 0.0013918051378890581 0.0014740770431273991 0.0022390050249398996 0.0011740925151570991 0.002838273080681207 0.0010077127318481871 0.0010027335093383289 0.0051913350227790738 0.0015756299667373241 0.0027926145079639753 0.0021322345386094455 0.0016379147555767304
leaf_count=40 36 56 175 325 42 359 254 105 136 82 743 31 135 49 28 38 100 130 142 10 75 11 175 23 10 448 19 36 75 22
internal_value=0 -6.23992e-06 -6.4704e-05 0.000443179 0.000687691 -2.69655e-05 -5.44922e-05 -2.06483e-05 -9.15958e-05 -4.31609e-05 -9.56993e-05 0.000302057 -4.41797e-05 -9.32171e-05 -3.38225e-05 2.68761e-05 -0.000465761 0.000122344 -0.000106752 0.000370162 0.000207607 0.000860828 5.60913e-05 9.60317e-05 -7.72283e-05 0.000156686 -0.000160364 8.22048e-05 0.00013599 -0.000215947
internal_weight=0 0.0569119 0.0503605 0.00655132 0.00505123 0.0483944 0.0466613 0.0452219 0.0370716 0.0356791 0.0335177 0.00815029 0.0322138 0.0304571 0.0287357 0.0272025 0.00441582 0.0227867 0.0118406 0.0109461 0.00947202 0.0034131 0.0104241 0.00261069 0.00903234 0.00619407 0.00605892 0.00448329 0.00700406 0.00377015
internal_count=3910 3874 3451 423 367 3276 3236 2877 2644 2390 2308 233 2172 2037 1294 1245 151 1094 905 189 179 86 775 51 633 458 93 74 202 97
is_linear=0
shrinkage=0.00148603


Tree=1061
num_leaves=26
num_cat=0
split_feature=41 4 3 15 48 158 159 151 51 13 457 52 401 48 13 3 16 2 2 47 15 1 3 12 2
split_gain=0.000200223 0.000195434 0.000453426 0.000304915 0.000259837 0.000365679 0.000349411 0.000321996 0.000321523 0.000318594 0.000250338 0.000418525 0.000227766 0.000224139 0.000206254 0.000335295 0.000327981 0.000248851 0.000280035 0.000256547 0.000270237 0.000251474 0.000152459 0.000142633 0.00011783
threshold=0.078535000000000008 0.27608500000000008 0.11265500000000002 -0.14676499999999995 0.093225000000000016 0.085745000000000002 0.08764000000000001 -0.088294999999999985 0.08955500000000001 -0.07409499999999998 0.088020000000000001 0.11401500000000002 0.019435000000000004 0.12862000000000004 -0.083514999999999992 -0.08348499999999999 -0.17157499999999998 0.097135000000000013 0.087995000000000004 0.09550500000000002 -0.090674999999999992 0.11986000000000001 -0.069909999999999986 1.0000000180025095e-35 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 10 -6 11 12 14 -11 15 -9 -17 18 19 20 -16 -21 -20 -22 -19
right_child=-2 2 -4 4 9 -7 -8 8 -10 13 -12 -13 -14 -15 17 16 -18 24 22 21 23 -23 -24 -25 -26
leaf_value=-0.002004955733653644 -0.0012541725346014276 0.0030778683091711818 -0.00016407265987027227 0.0016620185439424385 0.0028805463575847 -0.0022293853282061749 0.0017628930718836522 0.0027600766697919344 -0.0021357358144113406 0.0014893070116706751 0.0014386609090218648 -0.0024554235448011729 -0.0019388890847485242 -0.00090263269453816223 -0.0025482163577032696 0.0018714276590965024 -0.0010482429586653459 -0.0023701842144662551 0.00024085755231695988 0.0022512219757832071 0.00088790786774064958 -0.00059374287314308677 0.0023039300972789085 -0.00095117014280995406 -0.00052762266375517035
leaf_weight=0.0012336627027835492 0.0020022464961619848 0.0011239973465305688 0.0018941706131542224 0.0015260175571359938 0.0010943512428743807 0.0012529459453845806 0.0017274084537826353 0.001085589629937489 0.001397233494677518 0.0012609999094756455 0.0015368560203086181 0.0013163136434194414 0.0010090232657941076 0.0013019046781388433 0.0012125136639564655 0.0010316794432014831 0.0016122366561082619 0.0011055914024298294 0.0011710881493589564 0.0010041075337197114 0.0010818137005201975 0.0010282699863495282 0.0011716716242120562 0.0019016540839008889 0.0011659697847598016
leaf_count=176 195 238 146 137 114 280 186 115 248 101 43 300 220 59 25 22 200 135 178 37 63 20 35 493 144
internal_value=0 6.36315e-05 0.00104326 -3.75246e-05 4.91739e-05 -0.000101839 1.36336e-05 -0.000127847 -0.000265575 0.00105412 -0.000123826 -0.000265936 -8.09668e-05 0.000274249 4.76815e-05 0.000867946 9.10383e-05 -0.000234461 8.09069e-05 -0.00036736 -0.000938515 0.000811828 0.00127265 -0.000284315 -0.00142442
internal_weight=0 0.0322471 0.00301817 0.0292289 0.0279952 0.024338 0.023085 0.0213576 0.0198316 0.00365726 0.0184344 0.0168975 0.0155812 0.0025629 0.0145722 0.00372951 0.00264392 0.0108427 0.00857112 0.00622836 0.00419598 0.00203238 0.00234276 0.00298347 0.00227156
internal_count=3910 3715 384 3331 3155 2881 2601 2415 2278 274 2030 1987 1687 160 1467 337 222 1130 851 638 581 57 213 556 279
is_linear=0
shrinkage=0.00404364


Tree=1062
num_leaves=25
num_cat=0
split_feature=11 16 3 1 15 4 13 133 0 1 47 52 0 13 43 3 0 51 2 12 13 16 4 3
split_gain=0.000187142 0.00048302 0.000280728 0.000236775 0.000296066 0.000508878 0.000279328 0.00030391 0.000283326 0.000371171 0.000304142 0.000339896 0.00035149 0.000270952 0.000407303 0.000266555 0.000230333 0.000213796 0.000276923 0.000186882 0.000173365 0.000171658 0.000164875 0.000139564
threshold=0.079700000000000007 -0.40374499999999997 -0.14218999999999996 1.0000000180025095e-35 0.084955000000000017 -0.41745999999999994 -0.094679999999999986 0.048655000000000011 -0.10131499999999999 0.10113500000000002 0.096300000000000011 -0.010284999999999997 -0.10783 -0.082014999999999991 -0.082484999999999989 0.090325000000000003 -0.070894999999999986 0.08955500000000001 0.086650000000000019 0.091735000000000025 -0.41810499999999995 0.032820000000000009 0.070230000000000015 -0.084014999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 20 8 10 -10 11 17 15 14 -7 -13 -15 18 -8 23 -5 -11 -23 -6
right_child=1 -3 3 6 19 13 7 -9 9 21 -12 12 -14 16 -16 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0014225771621170053 0.0010513025483151954 -0.002160712376879721 0.0010179688876035091 0.00022085109085784354 0.00017719784078027825 0.0010892294592672732 -0.001040710221045092 0.0017895372114385031 -0.0022752914934105074 0.0010900991410006475 -0.0013212115611912871 0.0034915143989629372 -0.00021872284347733127 -0.0031925361466335418 -0.0016707903367117029 0.001127221858455401 -0.0010294383052839166 -0.0012017197736994356 0.0013656270386243623 -0.00078076323050847328 0.0021526325129853528 -0.0016881200153427256 0.00021247419473231622 0.0021081121957409153
leaf_weight=0.0019281841071705488 0.0010120586224262595 0.0016548106437311852 0.0015130529423439381 0.0010684844416158912 0.0010049652635302359 0.0011552463915863176 0.0010304006183705647 0.0012387508192084331 0.0015772078992213898 0.0010655326416776356 0.0013920410974321848 0.0010618331025700201 0.0013624588754055358 0.0014723690543551448 0.0018914039000320071 0.0016086401678325757 0.0011972204135401211 0.0016847840103715317 0.0016995818444485167 0.0010237513913372298 0.0014950788993590694 0.0011423730402246868 0.0013192866957094651 0.001003436982007222
leaf_count=139 58 196 37 115 215 218 27 314 436 125 59 29 10 532 290 74 150 38 60 303 116 104 60 205
internal_value=0 -0.000941775 6.93663e-05 -2.0583e-05 -0.000467819 -0.000870711 0.000224225 4.62895e-05 -9.8212e-05 -0.000798374 0.000265 0.000526381 0.00129501 -0.00137063 -0.00062423 0.00206731 -0.00222246 -0.000175772 0.000457383 0.000492761 0.00134747 -0.00013796 -0.000669527 0.00114192
internal_weight=0 0.00266687 0.0309361 0.0290079 0.0102614 0.00722929 0.0187465 0.0161829 0.0149441 0.0051044 0.00983974 0.0084477 0.00403293 0.00571624 0.00304665 0.00267047 0.00266959 0.00441477 0.00272998 0.00303215 0.00256356 0.00352719 0.00246166 0.0020084
internal_count=3910 254 3656 3517 1950 1227 1567 1336 1022 725 297 238 113 1190 508 103 682 125 87 723 231 289 164 420
is_linear=0
shrinkage=0.00366245


Tree=1063
num_leaves=25
num_cat=0
split_feature=1213 484 3 52 50 42 15 15 15 2 15 0 0 4 49 2 0 43 43 4 2 3 15 42
split_gain=0.000185583 0.000200175 0.000312348 0.000198908 0.000416984 0.000288395 0.000240784 0.000268226 0.000368266 0.000292889 0.000215525 0.000228419 0.000211822 0.000317928 0.000457913 0.000316818 0.000233307 0.000377908 0.000389832 0.000391424 0.000342252 0.000330444 0.000320834 0.000198027
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.10223 0.18936500000000003 0.098870000000000027 -0.11403999999999999 -0.24219999999999997 -0.11739999999999999 -0.106555 0.099675000000000014 -0.095799999999999982 -0.10209999999999998 -0.099024999999999988 0.0051950000000000008 -0.006494999999999999 0.11085000000000002 -0.077944999999999987 -0.074254999999999988 0.070805000000000021 -0.16401499999999997 0.084925000000000014 -0.075679999999999983 -1.0000000180025095e-35 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 9 -9 -8 11 -10 13 14 -12 -15 20 21 19 -19 -14 23 -22 -18
right_child=1 3 -4 -5 -6 6 7 8 10 -11 12 -13 16 15 -16 -17 17 18 -20 -21 22 -23 -24 -25
leaf_value=-0.001536633201652356 -0.0023943407310365473 -0.0015145612644714686 0.00042761566070165702 -0.0010828531569057904 0.0022842847070909437 0.001664208098517921 -0.0023902871712350002 0.0022583429582924224 -0.0016578250861585008 0.00013244706489620993 -0.0013513848544651917 0.00037244715253150612 -0.0025434437440671497 0.0025297185316556273 0.0015939165490264347 9.6634572719525379e-05 0.0015523402440170511 -0.0029418620720649078 0.0008087013436710893 0.00014220799215170025 -0.0016878196847377154 0.0028363673116133864 0.00086177670919353612 -0.00064541303212241048
leaf_weight=0.0010347277126987594 0.0011052054675092437 0.0014130318079590412 0.001004098503374351 0.0017462510931545985 0.0012210341044432962 0.0013957688385840472 0.0011540108994892362 0.0011381083244898981 0.0017258714779782025 0.0013273360174164139 0.0015965981100862781 0.0013056084315978744 0.0010414071145159378 0.0019765838572682881 0.001272281947644051 0.001127253817943874 0.0010779223661465664 0.0011296844505990136 0.0019608813447797857 0.0010794691045870608 0.001055071664220697 0.0011753420959184063 0.0017771624226115001 0.0011227151906512134
leaf_count=592 546 122 39 341 118 257 118 31 45 72 95 56 248 70 60 55 109 156 78 169 201 100 182 50
internal_value=0 3.93537e-05 -0.001051 0.000116481 0.000191084 9.59004e-05 0.000185355 9.95038e-05 0.000230731 -0.00104081 0.000117744 -0.00078342 0.000274816 0.000833695 -4.52118e-05 0.00164607 -1.74895e-05 0.000357578 -0.000379877 -0.00143488 -0.000748137 0.00126849 -8.8006e-05 0.000431097
internal_weight=0 0.0319287 0.0021093 0.0298194 0.0280731 0.0268521 0.0254391 0.0240433 0.021562 0.00248135 0.0204239 0.00303148 0.0173924 0.00597272 0.00286888 0.00310384 0.0114197 0.00754601 0.00417003 0.00220915 0.00387364 0.00337598 0.00283223 0.00220064
internal_count=3910 3318 585 2733 2392 2274 2152 1895 1705 190 1674 101 1573 280 155 125 1293 662 403 325 631 259 383 159
is_linear=0
shrinkage=0.00366245


Tree=1064
num_leaves=31
num_cat=0
split_feature=31 158 133 160 52 1 0 13 11 124 40 42 3 47 51 475 448 14 3 123 2 15 3 48 16 12 47 2 1 48
split_gain=0.0012239 0.000775435 0.000790108 0.00102534 0.000939128 0.000779964 0.000616368 0.000624098 0.000747654 0.000893995 0.000735879 0.00107522 0.000795283 0.00102693 0.00121307 0.000598276 0.000788628 0.000587468 0.000647622 0.000750719 0.000938778 0.000910941 0.000883489 0.000946398 0.00102815 0.000821125 0.00071656 0.00091541 0.000725613 0.00116471
threshold=-1.0000000180025095e-35 0.11015500000000002 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 0.10113500000000002 1.0000000180025095e-35 -0.057284999999999996 0.087830000000000005 -0.088569999999999996 0.028705000000000001 -0.11145999999999999 -0.10315499999999998 0.10664500000000002 0.12342500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.064610000000000015 -0.11266 1.0000000180025095e-35 0.11462500000000002 0.088190000000000004 0.084925000000000014 0.086285000000000014 0.23932500000000004 0.088325000000000015 0.09550500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 17 7 8 9 -7 11 -9 -13 14 15 -14 -17 18 -6 20 21 22 26 24 -24 -23 27 -20 29 -29
right_child=1 -3 3 4 5 6 -8 10 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011223792242256827 -0.00076237230363805728 -0.0011175111260595127 -0.00084697651529214244 -0.000988215898289757 0.00028941867565546756 -0.00040954811028591303 0.0010507354267361184 -0.0010421312850405645 -0.00046343435408942524 0.00079268913543607171 0.00080487623507343624 0.00083939267203569749 -0.000388322416547734 -0.00077717889216803726 -0.00070863025036353364 -0.00029310230356532229 0.00093643328328422623 -0.00099934974458656999 -0.0011545555811649962 0.00060211523815395377 -0.0012435713653996944 -0.00067001928114616667 0.00078296127628426835 -0.00033284263372608422 -0.00035274611183640242 0.00053453464106050376 0.00040055056193450994 -0.00071783901755690792 0.00043803478302887223 0.0003741432612755489
leaf_weight=0.0014045333092211889 0.0022336664487018201 0.0010360020018690399 0.002199995756888228 0.0014122148713227025 0.0075168409222623389 0.0011419521515421138 0.0012902767151556907 0.0015871407615577491 0.0012034821006636776 0.0058832511109976338 0.0016237544269301915 0.0016830788623849466 0.0010804038233516167 0.0024840955717309043 0.0019073221460530476 0.0010589808132834833 0.0033839208849331115 0.0010137136786565462 0.0027198117864113492 0.0021293341674066815 0.0011909302707393534 0.0010657568664074182 0.0037130471946724697 0.0051781116734730404 0.001844822209292829 0.0048886531669500854 0.0014802510933122912 0.0069851534232525103 0.0015579616618399692 0.0019268019184603968
leaf_count=113 230 166 272 266 134 16 94 16 20 252 22 31 23 57 25 20 119 76 148 56 104 89 46 49 35 392 87 824 20 108
internal_value=0 -4.92582e-05 -3.41772e-05 -1.13168e-05 1.53463e-05 3.63305e-05 0.000214418 0.000167578 0.000442133 0.000597265 1.50172e-05 -8.22557e-05 4.91018e-05 -8.50545e-05 0.000146326 0.000441562 0.000643369 -6.3932e-05 -4.14603e-05 -0.000113177 -0.000159967 -0.000118817 -0.000221413 4.96389e-05 0.000405986 0.000318936 -0.000419778 -0.000511841 -0.000344881 -0.000481748
internal_weight=0 0.0744207 0.0733847 0.0711511 0.0689511 0.0675388 0.0243277 0.0230374 0.00822869 0.0070252 0.0148087 0.0131849 0.0115978 0.00991472 0.00743063 0.00552331 0.0044429 0.0432112 0.0421975 0.0346806 0.0325513 0.0313604 0.025406 0.010736 0.00555787 0.00595441 0.01467 0.0131897 0.0104699 0.00891196
internal_count=3910 3797 3631 3401 3129 2863 695 601 288 268 313 291 275 244 187 162 139 2168 2092 1958 1902 1798 1317 130 81 481 1187 1100 952 932
is_linear=0
shrinkage=0.00124344


Tree=1065
num_leaves=31
num_cat=0
split_feature=9 158 453 39 3 1213 1455 133 133 42 401 123 456 1348 159 474 15 15 1374 1 131 33 43 4 41 49 151 13 16 151
split_gain=0.00117178 0.00106776 0.00103299 0.000926385 0.000968315 0.000831166 0.000756195 0.000745193 0.000763529 0.00116011 0.000949968 0.000901805 0.000967276 0.000946186 0.00084571 0.00100377 0.00148371 0.00109663 0.00103634 0.000954022 0.000765919 0.000810284 0.000599375 0.00153025 0.000607186 0.000732342 0.00122204 0.00101682 0.00107199 0.00097587
threshold=-0.016839999999999997 0.11015500000000002 0.10097500000000002 0.18016500000000005 0.31335500000000011 -0.082704999999999987 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 -0.11403999999999999 0.087020000000000014 0.084995000000000015 0.087055000000000007 0.088030000000000011 -0.034019999999999988 -1.0000000180025095e-35 -0.26361999999999991 -0.19153499999999998 0.086000000000000007 0.10471000000000001 0.10207000000000001 -0.007134999999999999 -0.50749999999999995 -0.51381999999999983 0.080335000000000018 -0.085974999999999982 0.13635000000000003 -0.097529999999999992 -0.19424999999999998 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9 -10 11 12 13 14 -11 -16 -17 -18 19 20 21 -19 -23 -24 25 26 -25 -27 -29 -30
right_child=1 -3 -4 -5 -6 6 7 8 9 10 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 22 23 24 -26 27 -28 28 29 -31
leaf_value=0.0013310949622688647 -0.0012032412098047932 -0.0013828952003326715 -0.0013430085022550949 0.0013232860800408519 0.0009449526219799737 -0.0013073631503188767 -0.00089845291579862573 0.0009871869485704554 -0.00087155876565128991 -0.00063398912084609751 -0.0011935170556364747 0.0011282548795575104 -0.001004020627273427 0.0014804305389240261 -0.0013803600369218698 0.0013760238291497845 -0.0013646470556197695 -0.0012033501243120409 -0.0011844646104521208 0.00060095505864407638 -0.0011370546559754217 0.00098839546866599901 -0.0014863219586770595 -0.00086012378821014675 -0.00094569146378462336 0.00084481335039670192 0.00084905337668345049 -0.00071731449643400538 0.0003364679012209385 -0.0011395756333465741
leaf_weight=0.0013695589967057656 0.0013774737585735544 0.0013156021914713092 0.0013052480934447877 0.0011341683422472206 0.0021816881782079625 0.0010203488435185362 0.0020614248231283208 0.0017158095751952365 0.0033288002569177291 0.0038730361228825885 0.0013716950834985467 0.0016871771517266146 0.0019453270675939818 0.0010194285446871723 0.0010104425122698926 0.0019810827090367402 0.0011582040778442817 0.0010617611353040948 0.0013496344745700375 0.0080584080793926205 0.0011869298578552892 0.0016510168229455493 0.0013375465414018134 0.0032702154168777744 0.0011080795060349749 0.0053782736592360427 0.0012874633264345903 0.0029039989639229906 0.017575551049959049 0.0010481043251928659
leaf_count=121 326 166 27 32 123 135 219 26 148 349 134 134 168 35 108 75 41 28 70 158 122 18 25 73 47 58 9 52 861 22
internal_value=0 -5.56708e-05 -3.25094e-05 -9.42013e-06 -3.01403e-05 -6.02015e-05 -3.75107e-05 -1.85594e-05 8.79531e-06 -1.71944e-05 2.92282e-05 5.72327e-05 2.61869e-05 6.18094e-05 3.56292e-05 8.61183e-05 0.000115544 6.39247e-05 9.89667e-05 0.000136731 3.7789e-05 7.58661e-05 0.000114061 7.14903e-05 0.000135461 0.000173537 -0.000377312 0.000266847 0.000122453 0.000253399
internal_weight=0 0.0767039 0.0753883 0.0740831 0.0729489 0.0707672 0.0693898 0.0683694 0.066308 0.0645922 0.0612634 0.0598917 0.0582045 0.0562592 0.0552397 0.0513667 0.0503563 0.0483752 0.047217 0.0458673 0.0378089 0.036622 0.0355602 0.0339092 0.0325717 0.0314636 0.00455768 0.0269059 0.0215277 0.0186237
internal_count=3910 3789 3623 3596 3564 3441 3115 2980 2761 2735 2587 2453 2319 2151 2116 1767 1659 1584 1543 1473 1315 1193 1165 1147 1122 1075 82 993 935 883
is_linear=0
shrinkage=0.00148603


Tree=1066
num_leaves=31
num_cat=0
split_feature=151 9 4 11 14 1374 2 15 15 128 484 15 12 52 0 12 159 4 1186 0 1429 160 52 160 15 4 0 1 48 13
split_gain=0.00113793 0.00106748 0.00103367 0.00142409 0.00102107 0.00073021 0.000800835 0.00113323 0.00101849 0.00103356 0.000788006 0.000810338 0.000961059 0.000950574 0.000989892 0.00114005 0.000917305 0.000788726 0.000746012 0.00091037 0.000904259 0.00118196 0.000713704 0.000827399 0.000713065 0.000690081 0.000633732 0.000772155 0.000615076 0.00070038
threshold=-0.52174999999999983 -0.016839999999999997 0.27020000000000005 0.08184000000000001 -0.46879999999999994 0.09309000000000002 0.099015000000000006 -0.11739999999999999 -0.106555 0.086435000000000012 -1.0000000180025095e-35 0.15086500000000003 0.10371500000000002 -0.42985499999999993 -0.077944999999999987 0.090965000000000018 0.092630000000000018 0.097045000000000006 0.083980000000000013 -0.083934999999999996 0.084545000000000009 -1.0000000180025095e-35 0.18936500000000003 -0.086319999999999994 -0.095799999999999982 0.0057500000000000008 -0.089879999999999974 0.076710000000000014 0.082070000000000018 0.17936000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 -3 -9 10 -10 12 13 -12 15 18 17 -16 19 20 21 -15 23 -8 -23 26 27 -26 29 -25
right_child=1 2 4 -5 -6 -7 22 8 9 -11 11 -13 -14 14 16 -17 -18 -19 -20 -21 -22 24 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0013177125134701483 0.0012238704017881598 -0.0012021647869251226 -0.00043373738297541132 -0.0011644908713675955 0.00064623357637104352 -0.0011537333494091358 0.0013344059675334204 0.0007469298310081963 -0.0011564927163544487 -0.001372976377469348 -0.001372951302774778 0.0010470656202079495 -0.001373007317873604 -0.0013729843732660783 0.00068502328903701155 -0.00137300660393881 -0.00067392513750734874 -0.00038600623932057713 0.00073701981991254899 -0.0010621455540169608 0.0010266896479311221 -0.00045558115270112024 -0.00061054435895563309 0.00017688049122795024 -0.0013730264903161265 0.00089786209482865071 0.00045504590975111581 4.9858474125982577e-05 0.00052291731336265139 -0.00074297315245358487
leaf_weight=0.0012508495781524678 0.0013250751378652828 0.0017799437719260283 0.0021279499101396482 0.002212387301434581 0.0073463896330538958 0.0010964802379049834 0.0013331798272355746 0.0026072557813137101 0.0012784318221102367 0.0012401298604384206 0.0010011335053317074 0.0012050912911263359 0.0010796243955519804 0.0013985749410817547 0.0073708388933520046 0.0014231143827880812 0.0014687855373320966 0.0015723621490906226 0.0018188836040184944 0.0019851959700978314 0.0012881121941425979 0.0049067346083120295 0.001810561284651512 0.0071807025539452063 0.0011039272735864263 0.0020424249697157393 0.0027434719415602221 0.0020605076337787409 0.0067546517616285931 0.0019931170650462349
leaf_count=65 121 154 46 157 345 46 29 24 401 193 93 17 81 157 298 173 44 9 42 303 47 40 104 333 49 24 235 36 219 25
internal_value=0 2.65391e-06 -1.94437e-05 -8.23201e-05 0.000403671 -4.34177e-05 -2.3277e-05 -0.000130564 -8.23907e-05 -0.00014085 -9.81054e-05 -5.88503e-05 -9.89159e-05 -5.61761e-05 -1.39008e-05 -0.000187082 0.00033158 0.000496719 -9.98523e-05 -0.00018669 -7.48797e-05 -0.000174415 0.000209467 0.000295477 -4.40366e-05 0.000209958 -2.78579e-05 -0.000446521 0.000208521 -2.29682e-05
internal_weight=0 0.074555 0.07323 0.0637556 0.00947434 0.0615432 0.0604468 0.0413745 0.0395946 0.0369873 0.0357472 0.0344688 0.0332637 0.0321841 0.0311829 0.0207709 0.010412 0.0089432 0.0193478 0.0175289 0.0155438 0.0142556 0.0190722 0.0172617 0.0128571 0.00795033 0.00590791 0.00316443 0.0159285 0.00917382
internal_count=3910 3845 3724 3333 391 3176 3130 2420 2266 2242 2049 1648 1631 1550 1457 1106 351 307 933 891 588 541 710 606 384 344 320 85 577 358
is_linear=0
shrinkage=0.00137286


Tree=1067
num_leaves=26
num_cat=0
split_feature=14 157 51 39 48 50 48 15 1 47 13 0 52 0 457 49 52 13 12 130 0 15 2 0 16
split_gain=0.000205513 0.000328665 0.000286318 0.000316199 0.000329005 0.000326045 0.000298676 0.00038552 0.000275032 0.00026681 0.000256602 0.00027441 0.000546829 0.000243035 0.000199527 0.000408939 0.000358818 0.00029809 0.000468591 0.000262274 0.000289434 0.00033033 0.000237038 0.000231254 6.83315e-06
threshold=0.073890000000000011 -0.077044999999999988 -0.40274499999999996 0.005105000000000001 0.12649500000000002 0.10119500000000002 0.097140000000000018 -0.10192499999999999 0.092550000000000007 0.084695000000000006 -0.094679999999999986 -0.11756999999999999 0.067395000000000024 -0.098179999999999976 0.081330000000000013 -0.081419999999999979 -0.015039999999999998 -0.0038299999999999996 0.090480000000000019 -1.0000000180025095e-35 -0.07773999999999999 -0.10071499999999999 0.095195000000000016 -0.06402999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 6 10 -8 -5 -10 11 -4 -13 -1 16 -16 23 18 -18 -19 21 24 -22 -12 -21
right_child=-2 2 3 8 -6 -7 7 -9 9 -11 14 12 -14 -15 15 -17 17 19 -20 20 22 -23 -24 -25 -26
leaf_value=0.0023859077972623261 -0.0018183189253763081 -0.0021618395415540009 -0.0010898232085464661 -0.00059838614049487974 -0.0020136281545004684 -0.0021805831491328604 -0.00021948731935630313 0.0031207406510642462 0.0033736085845873683 0.00072995950845268986 -0.0028244536514680021 0.0026738585204370384 -0.00055751014730153045 -1.7272057619858375e-05 0.0025155899218478476 -0.0005682850797985628 6.8200848065091464e-05 -0.0014680067418261524 -0.0032605261918754675 0.00080531439837336501 0.0031004464554012612 -0.001304118200269125 0.00042396826449917245 -0.0004137692800380762 0.0012718606073533821
leaf_weight=0.0016174559819326362 0.0010000852601687029 0.0010440767711190615 0.0010260429423354367 0.0010898723936505475 0.0014852829740892295 0.0011213261375597463 0.0011317588113806121 0.0011281970445331515 0.0010658475874606443 0.0015065394330591175 0.001637007821436498 0.0019972983762752651 0.0014989224625345798 0.0011975221752548717 0.0011313093773424043 0.0018574728974534152 0.0016512695677067916 0.0012549838184069961 0.0011896659154279066 0.0010426225834978264 0.0010723367602514366 0.0019008361001107144 0.0010920317468310625 0.0010798710149360026 0.0010110838078389861
leaf_count=59 135 138 80 78 82 279 90 56 260 59 283 109 77 393 32 106 591 85 410 38 59 176 67 157 11
internal_value=0 4.24384e-05 -8.14621e-05 -6.48949e-06 -0.000167184 -5.20694e-05 5.30615e-05 0.00144799 0.00110405 0.00182533 -0.000101149 0.000748878 0.00128849 0.00136357 -0.000342602 0.000599019 -0.000560229 -0.000212853 -0.00132573 0.000215906 0.000561275 -8.93449e-05 0.00175003 -0.00186628 0.00103501
internal_weight=0 0.0328306 0.0300157 0.0289716 0.0253093 0.023824 0.0227027 0.00225996 0.00366226 0.00257239 0.0204428 0.00452226 0.00349622 0.00281498 0.0159205 0.00298878 0.0129317 0.0102148 0.00284094 0.00737389 0.00611891 0.00395454 0.00216437 0.00271688 0.00205371
internal_count=3910 3775 3323 3185 2788 2706 2427 146 397 319 2281 266 186 452 2015 138 1877 1437 1001 436 351 225 126 440 49
is_linear=0
shrinkage=0.00404364


Tree=1068
num_leaves=27
num_cat=0
split_feature=1 4 2 2 4 129 43 3 147 51 12 52 47 124 52 1 16 11 3 3 2 16 12 16 0 13
split_gain=0.000201205 0.000329023 0.00051211 0.000409246 0.000400101 0.000288304 0.000312346 0.000388412 0.000280432 0.000299025 0.000368623 0.000541203 0.000279639 0.00027014 0.000223876 0.00021261 0.000230824 0.000225747 0.00023982 0.000202783 0.000292574 0.000348335 0.000184009 0.000172239 0.000387188 0.000166152
threshold=0.085990000000000011 -0.15333499999999997 0.10393500000000001 0.099015000000000006 -0.49837999999999999 0.086720000000000005 -0.082484999999999989 -0.083604999999999985 0.089245000000000005 -0.40274499999999996 -1.0000000180025095e-35 -0.012244999999999997 0.11603500000000001 -0.084644999999999984 1.0000000180025095e-35 0.12958500000000003 0.050115000000000007 0.082245000000000013 -0.086439999999999989 0.090325000000000003 0.113945 -0.08755499999999998 0.08598500000000002 -0.11180499999999999 -0.10209999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3 9 -2 11 -11 15 -13 25 16 17 18 -12 23 21 -21 -6 -20 -25 -8
right_child=8 2 -4 -5 22 -7 14 -9 -10 10 12 13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27
leaf_value=-0.00094005685826983865 -0.0019574451498932588 -0.001601979669550613 -0.0033400599943378797 0.0018757586287174973 0.0028040194624185462 0.0010951340747080713 -0.0022042055869294433 0.0015918317365942686 0.0022568522808861205 0.0034698797962814075 0.0019496522256554634 -0.0012780702450915615 -0.0016933765098427109 0.0015729819400956515 -0.0034113542204485666 0.0019068624370915366 -0.0015677565376904976 -0.0015373369204926069 0.00088503753969697947 0.00040722313617015654 -0.00094625884461483798 0.0033006709829277369 0.00066302220596302992 -0.0029388519125154175 0.00010795488698990456 -0.00022877242112700227
leaf_weight=0.0017952898693955888 0.0010124932540511713 0.0012022503920785105 0.0011007739218391053 0.00103047408321158 0.0010197226184143213 0.0010774270326253527 0.0013747407376102638 0.0011915415223566778 0.0010357995016825319 0.0012767261106334526 0.0013539261117145882 0.0010113079214193466 0.0014189613536299559 0.0010801718919040129 0.0010380111010173734 0.0010107458703902958 0.0012927189892741895 0.0010426773671862186 0.0010257092333789694 0.001816360155705965 0.0011169884137114394 0.0010217220243475822 0.001654499420805422 0.001036554213300179 0.0017831503005448198 0.0013037490444722782
leaf_count=75 64 380 320 106 45 143 337 89 129 189 127 55 90 165 612 87 238 52 48 43 40 24 46 18 332 56
internal_value=0 -0.000376686 -0.000800791 -0.000460673 0.000507576 -0.000795637 -0.00112904 -1.22179e-05 0.000250107 0.000136524 0.000259162 0.00143597 -2.55992e-05 0.000194393 -0.00184838 0.000163713 1.03704e-05 0.000210435 0.000409504 0.000142181 0.000772444 0.00144888 0.00147942 -0.000506054 -0.00101208 -0.00124267
internal_weight=0 0.0137885 0.00931897 0.00821819 0.00446951 0.00718772 0.00611029 0.00239379 0.019336 0.0183002 0.0172877 0.00336821 0.0139195 0.00209148 0.0037165 0.0125006 0.0114898 0.0101971 0.00915441 0.00780048 0.00395507 0.00283808 0.00267422 0.00384541 0.0028197 0.00267849
internal_count=3910 2209 2043 1723 166 1617 1474 469 1701 1572 1508 409 1099 220 1005 1009 922 684 632 505 107 67 91 398 350 393
is_linear=0
shrinkage=0.00396435


Tree=1069
num_leaves=25
num_cat=0
split_feature=484 1 151 15 11 3 15 47 3 474 3 43 13 0 15 16 3 0 0 4 403 0 13 4
split_gain=0.000187496 0.000202025 0.000344377 0.000433859 0.000336063 0.000331159 0.000381323 0.00030559 0.00030537 0.000390369 0.000385228 0.000362726 0.00023429 0.000226487 0.000197676 0.000273365 0.00042494 0.000312864 0.000421016 0.000257295 0.000192036 0.00017392 0.000173262 0.000129171
threshold=-0.0043499999999999988 0.12811000000000003 0.087190000000000017 0.10043500000000001 0.088315000000000018 -0.10315499999999998 -0.016339999999999997 0.096175000000000024 -0.078884999999999997 0.084655000000000022 -0.083144999999999983 -0.06705499999999999 -0.064174999999999982 -0.053834999999999994 -0.10312999999999999 0.22945500000000005 0.10420500000000001 -0.10209999999999998 -0.23029999999999998 0.05309500000000001 0.03138500000000001 -0.15517999999999996 0.019675000000000002 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 4 5 6 -2 8 10 11 20 -10 -9 -3 21 16 17 18 -16 -19 -7 -13 -8 -1
right_child=1 13 -4 -5 -6 7 22 12 9 -11 -12 14 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0021709846362688899 0.0028288293394504436 0.002032810910035412 0.0017837049940687673 -0.0024793117021169372 -0.0021837851918818144 -0.00094839752910991172 0.0013043527182392933 -0.00020124967623412468 0.0016721973791747236 0.002594139603988241 -0.0027060204014809045 -0.00014449866425375027 -0.0028452193827916399 -7.6286293541589562e-05 0.00043216150119562143 -0.0017519403912171711 0.0022635957083828621 -0.0002848881221981462 -0.0025545193170656167 0.0024659908103710176 0.0011537883721962584 -0.002479102469824098 -0.00059834363392944658 -0.00017448033449301878
leaf_weight=0.0010200421002655577 0.0013192430431272495 0.0016496589866823452 0.0015307182033206237 0.0011999310473727034 0.0010952551586265171 0.0016948372600773184 0.0013905262437958711 0.0010065952203479611 0.0019399314991478409 0.0010845784676365442 0.001301502418997679 0.0010011126258326897 0.0011048868031129358 0.0015539633252441001 0.0015640577394435695 0.0010939455411758392 0.0014739164301600383 0.0011426436810127519 0.0014108771904926005 0.0010037732794749843 0.0011438738480487043 0.001004874217476805 0.0016383807615412693 0.0010171404336249967
leaf_count=451 103 170 109 277 105 606 62 99 221 91 446 30 84 146 31 83 60 197 47 28 92 82 129 161
internal_value=0 6.82436e-05 -4.28716e-05 -0.000152026 -3.76458e-05 6.31524e-05 0.00104995 -0.000163016 1.504e-05 0.00031943 -0.000920118 0.000107391 -0.00158477 0.00100976 -0.000205714 8.34163e-05 0.000387844 -0.000151995 -0.000984286 0.00100156 -0.00010131 -0.00131399 0.000275156 -0.00117415
internal_weight=0 0.0303491 0.0271455 0.0256147 0.0244148 0.0233196 0.00434815 0.0189714 0.0168599 0.0127197 0.00414021 0.0116351 0.00211148 0.00320362 0.0096952 0.00768921 0.00659527 0.00512135 0.00297493 0.00214642 0.00283871 0.00200599 0.00302891 0.00203718
internal_count=3910 3298 2982 2873 2596 2491 294 2197 2014 870 1144 779 183 316 558 446 363 303 78 225 698 112 191 612
is_linear=0
shrinkage=0.00396435


Tree=1070
num_leaves=31
num_cat=0
split_feature=453 31 4 11 14 1456 0 48 43 160 2 158 50 12 15 15 15 160 16 2 48 1186 133 3 13 13 47 2 16 16
split_gain=0.00094658 0.00108503 0.00111574 0.00109229 0.000833902 0.000571059 0.000530493 0.000820522 0.000810006 0.000684003 0.000799542 0.00067645 0.000761202 0.000769831 0.000653658 0.000628964 0.000685485 0.000570136 0.000545815 0.0008076 0.000507233 0.000476918 0.000654585 0.000891182 0.000525235 0.000630629 0.00056175 0.0014032 0.000620416 0.000459351
threshold=0.096095000000000014 -1.0000000180025095e-35 0.27608500000000008 0.080455000000000013 -0.46879999999999994 -1.0000000180025095e-35 -0.017269999999999997 -0.09386499999999999 -0.34918499999999997 -0.24498999999999996 0.099015000000000006 0.078875000000000015 -0.096759999999999999 -0.0089849999999999982 -1.0000000180025095e-35 -0.11739999999999999 -0.106555 -0.083654999999999993 -0.17157499999999998 0.10393500000000001 0.11379500000000002 0.085080000000000003 -0.0056849999999999991 -0.078884999999999997 -0.083514999999999992 -0.062819999999999987 0.09550500000000002 -1.0000000180025095e-35 -0.004514999999999999 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -7 -9 -10 11 12 -11 -14 -8 -15 -17 -18 19 -12 -6 22 23 -19 -24 -26 27 -27 -29 -16
right_child=-2 2 4 -5 20 6 14 8 9 10 18 -13 13 15 29 16 17 21 -20 -21 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=0.0014006096696306063 -0.0012255961816305739 -0.0007971313517036822 -0.0003476401032918444 -0.0010212921855203894 0.0010109864578602538 -0.0012543100501074789 0.0011877800531247169 -0.00088644394120815926 -0.0011183986569780731 0.0011430759622849086 0.00082192325698814681 -0.0011850628316097734 -0.00099234600569393476 -0.0010499090501174084 0.00051237817260914927 0.00093460333327942998 -0.00094824891486616422 -0.001400382200971258 0.00060867404195900747 -0.00066957954338128702 0.00013219692522692961 0.00078982749984782632 0.00053912126993275208 0.00015571107091244505 -0.00092121415025898132 -0.0014006097151390716 0.00070361814204114852 -5.4794004735230726e-05 0.00098900912973385528 -0.00018902623409467573
leaf_weight=0.0010710870928023466 0.0012536708200627791 0.0019276126116226358 0.0018403761622813875 0.002367046106920955 0.0040460411709815061 0.0011461830665773212 0.0013539341199333421 0.0021662966782108875 0.0010556715880856151 0.0010092759227617867 0.0011372992066753795 0.0010705688920136227 0.0017541057937489049 0.001135366735062363 0.0033529567253118842 0.0014954338859247606 0.0012904382861582677 0.0015183091055426257 0.0064147137049255232 0.0019030533313859621 0.0018893356064708655 0.0014352320635566676 0.003540810161972492 0.0013754871184592501 0.0015068227599167568 0.0013905955560176101 0.0020636654344450287 0.0064227940987924151 0.0013515779427234866 0.0040332548068517937
leaf_count=112 36 362 47 175 282 30 34 127 217 14 12 113 70 112 72 14 169 419 402 66 40 44 168 85 254 22 27 249 41 95
internal_value=0 3.0366e-06 -2.07262e-05 -9.06599e-05 0.000475898 -4.89799e-05 -2.06602e-05 -8.57171e-05 -5.30781e-05 -6.63458e-06 2.44018e-05 -9.31659e-05 -5.03313e-05 -9.61627e-05 0.000293332 -3.20688e-05 1.73354e-05 -4.53121e-05 0.000377046 -0.000111656 0.000731252 1.12357e-05 -4.70563e-05 -0.000660736 6.20513e-05 -7.05874e-05 4.35621e-05 -0.000105062 0.000126672 0.000129375
internal_weight=0 0.0640653 0.0629943 0.0552185 0.00777575 0.0528515 0.0509238 0.0421837 0.0410375 0.0388712 0.0378156 0.0283605 0.0272899 0.0262806 0.00874015 0.0245265 0.0233912 0.0218957 0.00945507 0.00304035 0.00593538 0.0206053 0.0191701 0.0028938 0.0162763 0.0127355 0.0112286 0.00916497 0.00777437 0.00738621
internal_count=3910 3874 3762 3393 369 3218 2856 2655 2625 2498 2281 1801 1688 1674 201 1604 1492 1478 480 78 322 1309 1265 504 761 593 339 312 290 167
is_linear=0
shrinkage=0.00140032


Tree=1071
num_leaves=24
num_cat=0
split_feature=1456 453 4 11 14 15 16 160 0 50 133 48 0 4 47 16 1 4 42 2 0 3 51
split_gain=0.000183836 0.000227434 0.00028626 0.000473041 0.000282769 0.00023707 0.000227668 0.000607173 0.000518471 0.000279186 0.000286902 0.000249364 0.00031784 0.000239289 0.000215418 0.000287985 0.000446209 0.000321302 0.000243341 0.000202806 0.000191472 0.000153386 0.000111612
threshold=-1.0000000180025095e-35 0.086430000000000021 0.27608500000000008 0.079700000000000007 -0.46637499999999993 -0.22917999999999997 -0.014099999999999998 -1.0000000180025095e-35 -0.10462499999999998 0.099470000000000017 -0.090054999999999982 0.091555000000000011 0.11015500000000002 -0.49837999999999999 0.09550500000000002 -0.08286499999999998 0.094165000000000013 -0.0025899999999999994 0.083725000000000008 0.088055000000000008 -0.23029999999999998 -0.089604999999999976 -0.092564999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 7 -2 -8 10 -9 12 19 -14 15 17 -17 21 20 22 -19 -12 -10
right_child=1 -3 4 -5 5 -7 8 9 11 -11 14 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0015165375414099192 -0.002490913043576121 -0.0016219205295332358 -0.00046732553425873723 -0.0023365893088045076 0.0030426583568617036 0.00077933530106527626 0.0021539711207984261 -0.0019078519189141769 0.00035149418584816812 0.0018342465574257994 0.0021703569640471455 0.0013661933723629598 -0.00010771751424631827 0.0021726564512662555 0.0014351346094514928 -0.0023863630534153553 0.00068352294736330238 1.7099789997515836e-05 0.00086520991529618176 -0.0018347866761210629 -0.0017348894677596575 0.00045125617821322806 -0.00096573716144843235
leaf_weight=0.0010100979838816573 0.0013786333688313177 0.0010267295664285738 0.0010867696800169746 0.0010998870091469817 0.0010317008654076032 0.0014149769516240687 0.0019239198249478848 0.0010753177829053587 0.0018656670502471004 0.0010027349328708421 0.0011807022938298828 0.0016312333162882275 0.0013776793006332611 0.0010419766031493083 0.0012557777980819482 0.00155484271209946 0.0010049885244693968 0.0015289345705156165 0.0014530178003706595 0.0014657424555902104 0.0016967562152732651 0.0015444642112114881 0.0014930143523250476
leaf_count=369 356 73 66 181 226 129 98 298 91 129 89 149 32 31 47 374 59 26 64 365 101 227 330
internal_value=0 3.99197e-05 9.65896e-05 -3.10736e-05 0.00105675 0.00173372 6.84659e-05 -0.000222708 0.000464171 1.24504e-05 -0.000136131 9.78697e-05 -0.000187733 0.00087428 3.36774e-05 -0.000142956 -0.00118113 0.000215984 -0.000354879 -0.000720379 -0.00090447 0.00119607 -0.000234047
internal_weight=0 0.0311355 0.0301087 0.0265753 0.00353345 0.00244668 0.0254754 0.0146762 0.0107992 0.0132975 0.0122948 0.00887531 0.00724408 0.00241966 0.0112195 0.00996371 0.00255983 0.00740388 0.00467871 0.00482442 0.00322569 0.00272517 0.00335868
internal_count=3910 3541 3468 3047 421 355 2866 1770 1096 1414 1285 998 849 63 987 940 433 507 191 786 127 316 421
is_linear=0
shrinkage=0.00359063


Tree=1072
num_leaves=31
num_cat=0
split_feature=151 4 480 11 1456 2 1375 2 1 3 0 12 42 43 150 16 48 403 14 40 0 43 43 16 47 0 3 15 160 16
split_gain=0.000930346 0.00121717 0.00112694 0.000890234 0.000651466 0.000657078 0.000980169 0.000869146 0.000802439 0.00129218 0.000935238 0.000913313 0.000839602 0.000882167 0.000676171 0.000665924 0.000656128 0.000653258 0.000594765 0.000555124 0.00066946 0.000729768 0.000738474 0.000718878 0.000751566 0.00123295 0.000523538 0.000549162 0.000505866 0.000505396
threshold=-0.52174999999999983 0.27608500000000008 0.08456000000000001 0.08184000000000001 -1.0000000180025095e-35 0.086650000000000019 -1.0000000180025095e-35 0.087005000000000013 0.083370000000000014 -0.013944999999999997 -0.060094999999999989 0.085665000000000005 0.086825000000000013 -0.34918499999999997 -0.07718499999999999 0.15737500000000001 -0.074859999999999996 -1.0000000180025095e-35 -0.46879999999999994 0.028705000000000001 -0.10575999999999998 -0.26007999999999992 0.0033500000000000005 -0.083564999999999987 0.09550500000000002 -0.07773999999999999 -0.08323499999999999 0.088190000000000004 0.084835000000000008 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 10 -10 11 -9 15 -14 -11 -12 -16 -8 -3 20 -19 -22 23 -23 25 -25 -13 28 -28 -18
right_child=1 18 -4 -5 5 7 17 8 9 14 12 26 13 -15 16 -17 29 19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0011176460995383449 -0.0006615324827982166 -0.00016339614993039189 -0.001148812593312616 -0.00084053641644898838 -0.0011376718790401482 0.00098451611684918089 -0.00079874390104489352 -0.0011488080198433846 0.0010741902623858139 0.00086880741852518248 0.0009842014918215044 -0.00067786277431057594 0.00050620434220901851 -0.00087336532518685257 -0.00086665935774730659 0.00013559202780461782 -0.00026927380479615577 0.00029698805821210076 0.00065494469403450106 0.00074484236254701499 -0.0011489333479624412 0.00053963971521593906 -0.0010400028285742849 -0.00090294995537776453 0.00033131169319345103 0.00037566635688426268 -0.00076741608089450869 0.00042201747571515044 0.00021038663366050299 0.00033060459598244836
leaf_weight=0.0010152568496408767 0.0019626827334958121 0.0015348260620022813 0.0012361780009044745 0.0017706494925531216 0.0012451124413592743 0.0014554307936140978 0.0015463405245332842 0.0015528980712369231 0.0022835324813783595 0.0013820848161856256 0.0020074133500771535 0.001992849503322785 0.0010018193084988525 0.0015706076286061688 0.0010097920777667477 0.0031120515720939324 0.0028885415216564096 0.0045170298089578483 0.0049577785946788291 0.0011697202862706027 0.0010294202736247345 0.0022273651688164975 0.001060240233253352 0.0030297869022308799 0.0022377368284951515 0.0014820273593416713 0.0015530022553963468 0.0023729208919488487 0.0012685065788655692 0.0051714314975184169
leaf_count=65 353 56 258 148 43 35 449 158 83 31 31 290 10 70 19 55 36 74 368 12 21 105 107 180 67 120 234 215 37 180
internal_value=0 -8.96289e-06 -6.43607e-05 -3.94896e-05 -1.22814e-05 1.31189e-05 -0.000151443 0.000118149 7.49181e-05 0.00029135 -9.28239e-05 -0.000349921 0.000199311 -0.000336099 0.000120315 0.000468344 6.25647e-06 -8.43399e-05 0.000461492 -1.84e-05 -7.56897e-05 -0.000227805 -0.000133333 -2.6249e-05 -0.000212993 -0.000482954 -0.000177311 1.47258e-05 -0.000327811 0.00011562
internal_weight=0 0.0616298 0.0551372 0.053901 0.0521303 0.0501677 0.0195448 0.0306229 0.0291675 0.0127354 0.0164321 0.00874018 0.00769189 0.00257243 0.0104518 0.00511946 0.00906977 0.0182997 0.0064926 0.0167533 0.0155836 0.0110666 0.0100372 0.00897692 0.00674955 0.00451181 0.00718728 0.00519443 0.00282151 0.00805997
internal_count=3910 3845 3421 3163 3015 2662 1178 1484 1449 349 1100 934 166 80 266 86 235 1135 424 686 674 600 579 472 367 300 776 486 271 216
is_linear=0
shrinkage=0.00114875


Tree=1073
num_leaves=31
num_cat=0
split_feature=151 9 4 1348 11 14 14 4 123 150 156 484 1 15 0 151 160 12 42 394 123 2 48 3 13 47 15 16 4 42
split_gain=0.000967849 0.000837179 0.000778037 0.000779219 0.00137732 0.000749931 0.000554546 0.000561068 0.0013035 0.000773101 0.000732303 0.000776929 0.000776888 0.00118991 0.001091 0.000654287 0.000721265 0.000636385 0.000598922 0.00111947 0.000552053 0.00062971 0.000544376 0.000518076 0.000782831 0.00075285 0.000709004 0.000636993 0.000457641 0.000703682
threshold=-0.52174999999999983 -0.016839999999999997 0.27608500000000008 0.084895000000000012 0.08184000000000001 -0.46879999999999994 0.077685000000000018 -1.0000000180025095e-35 0.083745000000000014 0.086420000000000011 0.091280000000000014 -0.0043499999999999988 0.076710000000000014 0.084565000000000015 -0.084074999999999997 -0.14171999999999998 -0.217635 0.088325000000000015 -1.0000000180025095e-35 -0.083449999999999983 0.085810000000000011 0.11835000000000002 0.11379500000000002 0.013395000000000002 -0.079834999999999975 0.09550500000000002 0.091600000000000015 -0.070594999999999977 -0.51381999999999983 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -4 7 8 9 10 11 -3 14 -14 -13 -9 -17 -15 19 -16 21 23 -7 24 -18 26 -26 -25 -20 -30
right_child=1 2 5 -5 -6 22 -8 15 -10 -11 -12 12 13 17 18 16 20 -19 28 -21 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-0.0012367413859725213 0.001094363596372558 -0.00087055025075359269 -0.00036318709343269122 0.0010167114944186009 -0.0012937586317082559 0.00088274274713878536 -0.00093028060520530277 0.00065208022973136358 0.0012219393816090102 -0.00080105381397742445 -0.00096031128880519161 -0.0009163918959460409 0.00073782958613277042 -0.001004242149519965 0.00051959275279812379 -0.0012937851566452098 0.00023612411925340868 0.00022620422534755589 -0.00030554565895311121 -0.0012937369359291356 -0.00093734263688734654 -0.00082338729972894877 3.8080654264531869e-05 -4.6685362751952843e-05 -0.0012447406988209278 2.88028988137552e-06 -2.9618736779285856e-05 0.00083654761968410284 0.00067996054549636863 -0.00034029770919826873
leaf_weight=0.0010741209569875556 0.0011520703826062286 0.0012471753299791713 0.0017729221980609111 0.0010783832941019247 0.0015549356436252984 0.003809373282555927 0.0011923903616555256 0.0014494248813434743 0.001590075866616302 0.0018059844254558746 0.0010917675181024702 0.0019861148578166248 0.0070239543877654853 0.0011257646011584299 0.0010602169293321148 0.0010459121332604395 0.0039279722406986252 0.0018753465654679502 0.0016927029451867526 0.0012317598280557895 0.0015372338031554014 0.0019665757662306041 0.001920918163850871 0.0040671988274567639 0.002621531656512366 0.0029128935291362623 0.0011589070385866762 0.0020581163784640913 0.005017477150217612 0.0014607664588819347
leaf_count=65 121 346 46 49 155 275 78 23 81 130 127 440 175 70 28 103 162 264 13 300 40 97 39 51 215 88 15 19 143 152
internal_value=0 1.62566e-06 -1.85868e-05 -7.20986e-05 -9.39628e-05 0.0003721 -5.81871e-05 -3.77793e-05 8.41187e-05 1.61515e-05 7.56307e-05 0.00012331 0.000178463 0.000446496 -3.73811e-05 -0.000188956 -0.000246197 -0.000235356 0.000129476 -0.000454931 -0.00019209 -0.00013087 0.000599594 -4.95467e-05 -0.000222343 -0.000491394 -0.000872241 0.000250082 0.000293405 0.000449905
internal_weight=0 0.0634359 0.0622838 0.0547806 0.0537022 0.00750321 0.0521473 0.0509549 0.0282091 0.026619 0.024813 0.0237213 0.0224741 0.0100251 0.012449 0.0227458 0.0212963 0.00300111 0.0104629 0.00229198 0.0202504 0.0187132 0.00573029 0.0167466 0.0106213 0.00669333 0.00378044 0.00612532 0.00817095 0.00647824
internal_count=3910 3845 3724 3364 3315 360 3160 3082 2269 2188 2058 1931 1585 509 1076 813 790 334 636 328 687 647 314 550 480 318 230 70 308 295
is_linear=0
shrinkage=0.00129368


Tree=1074
num_leaves=26
num_cat=0
split_feature=128 1 132 151 47 4 16 2 1374 457 0 43 0 42 0 52 4 2 13 15 43 43 3 16 12
split_gain=0.000176637 0.000204384 0.000348958 0.000276539 0.000251531 0.000296113 0.000333281 0.000279853 0.000238476 0.000350249 0.000192972 0.00019089 0.000289756 0.000183186 0.000224738 0.000405021 0.000197829 0.00045705 0.000185467 0.000165137 0.000130978 0.000244063 0.000130536 0.000120171 9.29752e-05
threshold=0.086435000000000012 0.085990000000000011 0.079995000000000011 -0.083919999999999981 0.087850000000000025 -0.14963999999999997 -0.09601999999999998 0.11680500000000001 -0.095439999999999983 0.048350000000000011 -0.15517999999999996 -0.075819999999999985 -0.068039999999999975 0.092145000000000019 -0.076734999999999984 0.086950000000000013 -0.00027999999999999998 0.085255000000000011 0.14810000000000004 -0.10469999999999999 -0.077224999999999988 0.079060000000000005 0.088060000000000013 -0.114825 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 10 8 -8 22 -7 -6 19 14 15 16 17 -5 -15 -13 -16 -22 24 -18 -10
right_child=-2 2 -4 13 11 6 7 -9 9 -11 -12 12 -14 18 20 -17 23 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0020821741699462975 -0.0015499044478449249 -0.0013191346622135045 0.0025181286676591061 0.00078663656699129144 -0.0017770938034369389 0.00076221908263510423 -0.0015752636987820571 0.0021338128417419202 0.0010867044026736503 0.0021427871393239007 0.0026574167234517179 -0.0013741910044702149 0.0016896204047810981 -0.0023630698152574928 0.0016553094334768789 -0.0025588444820676165 7.3897665604379746e-05 -0.0026460298043464699 -3.4221697624365424e-05 0.00028338750413225972 -0.001251384408382093 0.0012246127567187525 -0.0014162267446489732 0.0018290606491320493 -0.00058820246074353275
leaf_weight=0.0012264460429579358 0.001088229108265267 0.0011697464972443257 0.0010217043222651148 0.0013372214492253795 0.0013009948924209702 0.0015326263246859817 0.0012701162863777435 0.0010037504267474961 0.0010003196140797067 0.0011819761309013188 0.0017250316705676996 0.0019821841379208394 0.0010638341474431537 0.0010317837146731493 0.001571768052438749 0.0010827947149981143 0.0013034034511673065 0.0010428903163776371 0.0010344974570131171 0.0016752054745836631 0.0010098630283391632 0.0014867230340588622 0.0011037723567532964 0.0010754897684308595 0.0010022600230365497
leaf_count=227 266 176 129 236 127 96 25 101 102 76 204 79 53 369 127 439 100 316 23 47 100 59 47 96 290
internal_value=0 4.29964e-05 0.000312001 -0.000324431 0.000179504 0.000529352 0.000749545 0.000245055 -9.60191e-05 0.000342103 0.00176579 -0.000458914 -9.56725e-05 -0.000144429 7.50579e-05 -0.000413376 7.47725e-05 -0.00071745 -0.00119712 -0.000614965 0.000776406 0.000223078 -0.000343062 0.000867401 0.00024844
internal_weight=0 0.0312364 0.0180335 0.0132029 0.0170118 0.0109896 0.00981985 0.00656219 0.00555844 0.00428833 0.00325766 0.00602222 0.00472122 0.0119764 0.00991015 0.0058418 0.004759 0.00238011 0.00206628 0.00365739 0.00406835 0.00249659 0.00310635 0.00237889 0.00200258
internal_count=3910 3644 1552 2092 1423 1117 941 641 540 515 300 306 179 1865 1473 1187 748 552 392 126 286 159 439 196 392
is_linear=0
shrinkage=0.00388662


Tree=1075
num_leaves=23
num_cat=0
split_feature=1213 1456 453 4 11 15 48 150 1 13 52 0 1 0 15 52 0 0 43 13 43 2
split_gain=0.000181694 0.000187772 0.000216537 0.000217902 0.000372358 0.000269141 0.00032448 0.000233779 0.000216929 0.00020504 0.000284129 0.000175566 0.000325137 0.000310393 0.000364373 0.000296706 0.000236143 0.000210379 0.000212093 0.000475261 0.000231196 0.000416614
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086430000000000021 0.27020000000000005 0.079700000000000007 -0.11739999999999999 0.090910000000000005 0.08882000000000001 0.11235500000000002 -0.07409499999999998 -0.074484999999999982 -0.10575999999999998 1.0000000180025095e-35 -0.089879999999999974 -0.10071499999999999 -0.0066199999999999991 -0.083424999999999985 -0.07773999999999999 -0.083899999999999988 0.17936000000000002 0.079060000000000005 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 11 -5 -8 -11 12 -7 14 -13 -14 -15 -18 19 -19 21 -20
right_child=1 2 -4 8 -6 6 9 -9 -10 10 -12 13 15 16 -16 -17 17 18 20 -21 -22 -23
leaf_value=-0.0017643848967408709 -0.0017438606627047059 -0.0015685272350161616 -0.0017955109650377404 0.00016563994072610498 -0.0024536720422111222 -0.00094993910747003516 0.002923050305471379 -0.0014028811442368162 0.0021832960260208352 -0.00066183964284773794 0.0020659099685479609 0.00035745290952830951 0.0001785684748491934 0.0015746371025230281 -0.0029210018761962821 0.0029135371848680314 -0.0016870636765461183 0.0031812595357893344 0.00063155488904627062 -0.00038780145087240263 0.00074329894718511494 -0.0027788680437008688
leaf_weight=0.0010120991597482856 0.0010021904914650206 0.0015295973847605704 0.001021826950327486 0.0020027339945252179 0.0010224825062630219 0.0011359581531777884 0.001084193197694705 0.0018256996419746532 0.0017825687910111299 0.0012983897915308518 0.0014095864601798005 0.0011092421118634732 0.0012523019611929698 0.0019572328079275952 0.0013069395057229488 0.0015977679203107442 0.0011896590934513058 0.0011648947843090332 0.0011982511798738597 0.0015245788093145585 0.0019832028969332116 0.0013461966003890935
leaf_count=592 332 184 73 126 171 49 88 183 313 78 72 27 68 305 191 49 358 116 173 45 87 230
internal_value=0 4.7224e-05 0.000107574 0.00017528 3.2511e-05 0.000138813 0.000255483 2.67238e-05 0.00111579 0.00137702 0.000758039 0.000182396 0.000953251 -5.80273e-05 -0.0014159 0.00171181 0.000258536 -4.78733e-05 0.000222328 0.00115807 -0.000333513 -0.00117281
internal_weight=0 0.0307455 0.0297433 0.0287215 0.0249362 0.0239137 0.0223841 0.0185919 0.0037853 0.00379217 0.00270798 0.0167662 0.00398603 0.0127802 0.00241618 0.00285007 0.010364 0.00840678 0.00721712 0.00268947 0.00452765 0.00254445
internal_count=3910 3318 2986 2913 2474 2303 2119 1881 439 238 150 1698 166 1532 218 117 1314 1009 651 161 490 403
is_linear=0
shrinkage=0.004207


Tree=1076
num_leaves=25
num_cat=0
split_feature=41 3 15 39 3 3 1186 160 43 15 43 43 43 15 15 15 0 160 13 151 151 51 1 4
split_gain=0.000184258 0.000177336 0.000295969 0.000232154 0.000269346 0.000259955 0.000388735 0.000464073 0.000345826 0.000382107 0.000549271 0.000415364 0.000369517 0.000280828 0.000252138 0.000262814 0.000337474 0.000231904 0.000194432 0.000186704 0.00034476 0.000136141 0.000121734 9.97564e-05
threshold=0.078535000000000008 -0.10628499999999998 -0.016339999999999997 0.005105000000000001 -0.010319999999999998 0.084925000000000014 0.083980000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.088345000000000021 -0.089949999999999988 -0.074254999999999988 -0.079109999999999986 -0.10071499999999999 -0.017214999999999998 0.035895000000000003 0.012625000000000003 -0.030424999999999997 -0.0097449999999999985 -0.0088999999999999982 0.056555000000000001 0.088715000000000002 0.13148500000000005 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -3 9 10 -9 12 -12 -13 17 16 -16 -7 -4 -19 21 -21 -6 -20
right_child=-2 3 18 4 22 14 -8 8 -10 -11 11 13 -14 -15 15 -17 -18 19 23 20 -22 -23 -24 -25
leaf_value=0.0021924307380907586 -0.0011325728413588499 -0.0029488043580843189 0.001456975681920492 0.0021562699371618344 -0.0006783272646250551 -0.0014624439361270033 0.0014679598424651304 -0.0030749459443774373 -0.0023274230371880191 0.001422305701655732 -0.00033182637397991856 2.2506141311181572e-05 0.0025605014533725346 -0.0025005708858077619 0.0031506613380849731 -0.00031587859457408432 0.00026713031275679423 -0.00075907895099825914 -0.0012114156226300738 0.00066056278489831448 -0.0010200943951376791 0.0024837443019952283 0.0010119084240472159 0.00026974276403014721
leaf_weight=0.0013068581294989334 0.0018395089496328057 0.0012211588927293427 0.0010664386614114285 0.0012652906788382934 0.0013145711248376815 0.0015183287326021588 0.0010911531436814679 0.001034943396393569 0.0012347454767728805 0.0014909290066773551 0.001346992694510718 0.0012009254609192657 0.0010577608785135046 0.0011664891675789131 0.0011490585810811638 0.0012603551876213537 0.0010346152229754324 0.0018600509542254784 0.0011360147077694727 0.0011650654019927376 0.0010616506488574373 0.0010395974375612127 0.0010112237484286579 0.0013170695696509962
leaf_count=122 195 787 46 191 142 83 80 188 450 303 193 37 63 352 45 65 60 95 98 65 33 32 70 115
internal_value=0 6.23329e-05 0.000704059 -6.39555e-05 0.000796379 -0.000211541 -0.00060518 -0.000837097 -0.000534883 -0.000231606 -0.000656234 -0.000131686 0.0009404 -0.00122068 0.000211609 0.00101583 0.00178446 -0.000205229 0.000151401 0.000167133 0.000694578 0.00152027 5.65641e-05 -0.000416176
internal_weight=0 0.0293513 0.00482638 0.0245249 0.00359109 0.0209338 0.0108451 0.00975394 0.00853279 0.00729804 0.00580711 0.00477217 0.00240475 0.00236741 0.0100887 0.00344403 0.00218367 0.00664469 0.00351952 0.00512636 0.00326631 0.00220466 0.00232579 0.00245308
internal_count=3910 3715 381 3334 403 2931 2453 2373 1586 1136 833 645 256 389 478 170 105 308 259 225 130 97 212 213
is_linear=0
shrinkage=0.00366245


Tree=1077
num_leaves=23
num_cat=0
split_feature=484 52 52 403 0 52 47 1 0 4 474 156 49 151 2 151 12 3 13 15 16 13
split_gain=0.000180505 0.000198472 0.000290603 0.000299052 0.000266608 0.000305279 0.000282144 0.000222663 0.000280406 0.000275597 0.000212479 0.000368596 0.000229728 0.000250185 0.000471862 0.000584402 0.000423926 0.000272823 0.000203189 0.000388746 0.000170963 0.000130131
threshold=-0.0043499999999999988 0.18936500000000003 0.14114500000000005 0.10150000000000002 0.18055000000000002 0.098910000000000012 0.13206500000000002 0.076710000000000014 -0.084074999999999997 0.0021050000000000005 0.084655000000000022 0.082150000000000015 -0.081419999999999979 -0.0088999999999999982 1.0000000180025095e-35 0.056555000000000001 0.097345000000000015 0.090325000000000003 -0.083924999999999986 0.085120000000000015 -0.057604999999999996 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 11 12 -9 17 16 21 20 -14 -10 -20 -15 -16
right_child=1 -3 -4 -5 -6 -7 -8 10 18 -11 -12 -13 13 14 15 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0013762098408988403 -0.0032915979912536068 -0.0015036244633526265 0.0025253254993105375 -0.0023766526401319435 0.0023923153014890827 -0.0018942884287946394 -0.0021671321057002849 0.0021692140440491979 0.0021787145015534945 -0.00036142588730351274 0.0023639096482186641 -0.0021900070838210589 0.00061319028329985298 -0.0027893830836934678 0.0019854319142366349 -0.00084268047801732944 0.0021078379398097643 -0.00268271754964461 -0.0016298879500104716 0.001673821130179119 -0.00037344640652655243 0.0041150087593053155
leaf_weight=0.0019515843015679912 0.0010799835445830935 0.0016039069871659197 0.0010919929637074324 0.0010273437728559867 0.0011228184953463441 0.0015834062870813395 0.0010217145701787436 0.0019535084620834206 0.0010824618714233569 0.0019303098841115807 0.0014404767062941035 0.0010241212298416355 0.0011318206678065951 0.0010539457398868147 0.0010566978628712143 0.0010804020000623193 0.001086447039291949 0.0010395004784760076 0.0017245073562775206 0.0013860717708861214 0.0015782604712093499 0.0014948090029140992
leaf_count=612 410 353 46 239 37 227 39 130 64 149 178 134 110 242 111 44 83 65 263 197 91 86
internal_value=0 8.38176e-05 0.000178151 7.91841e-05 0.000180626 7.60581e-05 0.000216814 0.000332014 -0.00033108 -0.00141266 0.00067466 0.000479987 0.00071827 0.000420595 0.000829803 0.00202062 -0.000333239 -0.000964696 0.000445418 -0.000157758 -0.0013408 0.00323305
internal_weight=0 0.0285945 0.0269906 0.0258986 0.0248713 0.0237484 0.022165 0.0211433 0.00720333 0.00301029 0.01394 0.0124995 0.0114754 0.00952188 0.00735056 0.00363191 0.00371865 0.00217132 0.00419304 0.00311058 0.00263221 0.00255151
internal_count=3910 3298 2945 2899 2660 2623 2396 2357 1083 559 1274 1096 962 832 657 241 416 175 524 460 333 197
is_linear=0
shrinkage=0.00464487


Tree=1078
num_leaves=23
num_cat=0
split_feature=51 1 48 50 1 47 2 42 13 3 49 13 3 2 133 16 1 15 0 0 16 47
split_gain=0.000184611 0.000271478 0.000224841 0.000281698 0.000272725 0.000364155 0.000198559 0.000167939 0.000312803 0.000187104 0.000178931 0.000293155 0.000320009 0.000258052 0.000476462 0.000170996 0.000165061 0.000136298 0.000107417 0.000368972 9.16213e-05 6.42484e-05
threshold=-0.40274499999999996 0.14000500000000002 0.12649500000000002 0.10625000000000001 0.10113500000000002 0.087850000000000025 0.11462500000000002 0.092145000000000019 -0.014114999999999997 -0.15002999999999997 -0.085974999999999982 -0.09547499999999999 -0.078669999999999976 0.088300000000000003 0.065880000000000008 0.20277000000000003 0.10723500000000001 -0.008624999999999999 -0.23029999999999998 -0.10209999999999998 -0.091214999999999977 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 16 9 -9 -2 -11 15 13 14 -13 20 -6 18 -14 -20 -12 -7
right_child=1 -3 -4 -5 5 21 -8 8 -10 10 11 12 17 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0015842542029930052 0.001552555044393277 0.001742951284365131 -0.001556415609784523 -0.0018949497286749465 0.0021847616586943095 -0.0011635930449390654 0.0030493421074876677 -0.0026241986409162271 0.00022768264650851498 -0.0013490104904075781 0.00097461769152137304 -0.0021109291360100089 0.00063456949520709731 -0.0025994238438594628 0.0015081925494778914 -0.00011490710144042688 0.00029409579511445742 0.0011434402244420113 -0.0022255228937602509 0.00072032599575246883 0.0026430568329059178 0.00017461436706324706
leaf_weight=0.0011225380273980337 0.001193848025036851 0.0014226139357932368 0.0014428446590921675 0.0011182681049423859 0.001202910390057709 0.0010148982090774084 0.0010430809436720034 0.0011123000802708283 0.001323819107998502 0.0015596922507750141 0.001055070440138639 0.0012105187644603733 0.0018122257216930393 0.0013245154429062655 0.0010833225767289678 0.0011483186728327155 0.0018293061853225101 0.0019460359635899574 0.0012210586306773408 0.0014758780630528129 0.0010148053192696712 0.0012686861965960361
leaf_count=145 102 157 100 364 159 57 190 401 39 116 55 590 41 388 300 20 177 216 77 126 44 46
internal_value=0 5.44356e-05 -3.3228e-05 5.14348e-05 0.000139058 0.000847221 0.00155738 -0.000104599 -0.00107445 4.26507e-05 -7.87245e-05 7.03346e-05 -0.000262436 -0.00120619 -0.000401711 0.00111197 0.00104414 0.000266572 -0.000111861 -0.00061343 0.00179261 -0.000420128
internal_weight=0 0.028824 0.0274014 0.0259586 0.0248403 0.00635888 0.0040753 0.0184814 0.00243612 0.0160453 0.0148514 0.0132917 0.0100736 0.00361836 0.00229384 0.00321819 0.00303222 0.0064552 0.00450916 0.00269694 0.00206988 0.00228358
internal_count=3910 3765 3608 3508 3144 629 526 2515 440 2075 1973 1857 1738 1278 890 119 336 460 244 203 99 103
is_linear=0
shrinkage=0.00396435


Tree=1079
num_leaves=31
num_cat=0
split_feature=31 14 1429 157 2 2 123 1374 40 13 1447 16 51 12 16 42 48 47 43 0 13 16 2 0 48 12 403 1 2 51
split_gain=0.000977869 0.000814917 0.000652014 0.000661285 0.000700864 0.000964387 0.000975117 0.000934196 0.00109401 0.000921303 0.000897304 0.000827124 0.000921992 0.000843033 0.000795449 0.00071384 0.000660432 0.000639148 0.00129354 0.000677854 0.000533435 0.000835994 0.000673486 0.000781326 0.00105269 0.000657911 0.000728103 0.000653427 0.00143691 0.000845569
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.07453499999999999 0.086545000000000025 0.087005000000000013 0.083855000000000013 -1.0000000180025095e-35 0.028705000000000001 -0.5337599999999999 -1.0000000180025095e-35 -0.078844999999999985 0.084305000000000019 0.098355000000000012 -0.089864999999999987 0.08401500000000002 0.14133000000000004 0.09550500000000002 -0.075819999999999985 -0.032484999999999993 0.17936000000000002 0.23932500000000004 0.099015000000000006 0.076335000000000014 -0.092094999999999996 0.092365000000000017 0.092300000000000007 0.10498500000000001 0.10393500000000001 0.12342500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 9 -5 11 -7 -11 12 13 14 -9 -16 20 19 -19 -13 22 -22 25 24 -24 26 -12 28 -26 -29
right_child=1 -3 3 4 5 6 -8 8 -10 10 16 17 -14 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 27 -27 -28 29 -30 -31
leaf_value=0.0010851214699996621 -0.001008673345122744 -0.00092251750339080341 0.00046209093516425952 -0.0013461248985285031 0.0010038963985160067 -0.0011144529098300047 0.00071779318690256145 -0.00076985832377487291 0.00090832895866226537 -0.0010508915474421784 -8.8747274468758603e-05 -0.0011953677501972562 0.0011528773060059596 0.00050703623618082814 -0.00043503635321874156 0.0010152103578869973 -0.00088009621764006116 -0.0013461570751955119 0.00048346444732203983 -2.0424856134830766e-06 -0.0010740285924965721 0.00046692439423212494 -0.0010689524384295142 0.0010315822382963833 0.00076920564985067438 -0.00083260429872731169 0.0010921898927278627 0.00095821861452680308 -0.00069367033348082766 -0.00021132162844820563
leaf_weight=0.0014164504455487217 0.0011854049336390551 0.0018636026890614934 0.0051295020827224471 0.0012949136016686671 0.0018969555113041983 0.0014157948632345088 0.003278059055395576 0.0040780398729863285 0.0015795590103451209 0.001413932735096989 0.0080444823354763884 0.0035389940549470627 0.0011058210232870467 0.0025600206950855409 0.001417595493925501 0.0010857903231613619 0.0013282767529290132 0.0010456935192015848 0.0021176305223908898 0.001140137569983329 0.001649668076342147 0.0010397902967724804 0.0010743683733664975 0.0024861611565829564 0.0022262534201662465 0.0018380810370748355 0.0010717944130789201 0.0041272603371940164 0.0026814685438176777 0.0015368997220548408
leaf_count=113 178 124 392 17 48 14 175 246 22 128 392 460 42 53 189 83 39 76 59 35 104 14 22 61 92 228 40 174 269 21
internal_value=0 -4.50904e-05 -1.96949e-05 -1.14611e-06 -4.20628e-05 6.90726e-05 1.87118e-05 -0.000238786 -0.000165886 -5.30491e-05 -3.80903e-06 -0.000259684 -7.90588e-06 -0.000148323 -0.000403243 0.000193977 4.70595e-05 -0.000588667 -0.00012135 -0.000904597 9.13967e-05 -0.00047827 0.000152469 0.000346626 0.000200406 -9.80173e-05 5.00947e-05 0.000329405 -3.00768e-05 0.000640878
internal_weight=0 0.066252 0.0643883 0.0632029 0.0580734 0.0371092 0.0352123 0.0209642 0.0196693 0.0319342 0.0305184 0.0180897 0.0102473 0.00914145 0.00658143 0.00250339 0.0291045 0.00784246 0.00316332 0.00467913 0.0277762 0.00268946 0.0250868 0.0141324 0.0116463 0.0109544 0.00911628 0.0105719 0.00490772 0.00566416
internal_count=3910 3797 3673 3495 3103 1821 1773 1282 1265 1598 1584 1243 613 571 518 272 1456 630 135 495 1417 118 1299 639 578 660 432 556 361 195
is_linear=0
shrinkage=0.00134594


Tree=1080
num_leaves=23
num_cat=0
split_feature=51 124 131 44 50 1 12 13 13 52 47 1 3 15 52 4 48 2 1 42 4 3
split_gain=0.000155609 0.000248215 0.00019835 0.000215359 0.000280036 0.000312318 0.00026994 0.000206529 0.000224771 0.000285114 0.000301625 0.000364504 0.000418527 0.000208409 0.000145943 0.00028341 0.000337459 0.000178628 0.000310263 0.000177358 0.00026183 0.000131282
threshold=-0.40274499999999996 0.0049200000000000008 0.092255000000000018 1.0000000180025095e-35 0.10119500000000002 0.12730000000000002 0.10852500000000001 -0.094679999999999986 -0.084184999999999996 -0.23375999999999997 0.09252500000000001 0.093720000000000012 0.0066850000000000008 -0.089024999999999979 0.10433000000000002 -0.23071499999999998 0.087945000000000009 0.082715000000000025 0.085990000000000011 -1.0000000180025095e-35 -0.076329999999999995 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 13 -9 -10 11 14 -13 -2 15 -11 17 -17 19 -19 -21 -15
right_child=1 -3 -4 -5 -6 -7 -8 8 9 10 -12 12 -14 21 -16 16 -18 18 -20 20 -22 -23
leaf_value=-0.0015136301323195685 -0.00013999743691603628 0.0019342689193192037 -0.0015404669821715759 -0.0018170335842790167 -0.0017927462996591146 0.0022712695913624861 -0.0018006645803415682 -0.0018493272807673976 -0.0019352048917620182 -0.0019622038897502943 -0.0012687517329673032 0.0036485122149496185 0.00055092817749952388 0.00099374876260731782 0.0013619453668224106 -0.0008291807091816174 -0.0020006350033291809 -0.0010552638150401006 0.0025181544822443108 0.0023291430992534948 -0.00031056440247172526 0.0028283575984913924
leaf_weight=0.0011231002909465318 0.0016710823007919373 0.0011436020090620494 0.0013978868132300251 0.001006375216022092 0.0012276980693620492 0.001207239989680752 0.0011820188864577605 0.0010310165566708674 0.0010554908155064801 0.0011769586679677363 0.0018684396888936092 0.0011952584758508364 0.0019568998102048596 0.0017227681211988656 0.0013832734887561657 0.0012648784060540685 0.0010113795344705578 0.0011751379638658714 0.0014517473521267199 0.0011624101725375424 0.0014202194723484914 0.0010791902425957289
leaf_count=145 108 82 378 66 410 209 167 494 246 59 81 181 70 140 190 203 65 335 33 102 99 47
internal_value=0 5.12818e-05 -2.66058e-05 5.40132e-05 0.000128607 0.000226829 0.000118616 0.000223518 1.76908e-05 0.000137088 0.000282262 0.000501836 0.00172549 0.00101282 0.000117887 -8.07659e-05 0.000215045 0.000561162 0.000898739 0.000273106 0.000877536 0.00170036
internal_weight=0 0.028791 0.0276474 0.0262495 0.0252431 0.0240154 0.0228082 0.0216262 0.0171531 0.0161221 0.0150666 0.0131982 0.00315216 0.00447304 0.010046 0.00866273 0.00748577 0.00647439 0.00520951 0.00375777 0.00258263 0.00280196
internal_count=3910 3765 3683 3305 3239 2829 2620 2453 2158 1664 1418 1337 251 295 1086 896 837 772 569 536 201 187
is_linear=0
shrinkage=0.00412451


Tree=1081
num_leaves=24
num_cat=0
split_feature=41 158 159 475 475 160 150 4 151 47 15 47 42 133 43 2 3 4 52 2 1 457 15
split_gain=0.000159745 0.000154466 0.000221227 0.0003132 0.000277633 0.000210482 0.000229897 0.000369185 0.000265732 0.000231209 0.000396243 0.000222805 0.000221037 0.000191499 0.000279092 0.000313533 0.000358398 0.000255586 0.000269461 0.00031925 0.000154782 5.55641e-05 1.95666e-05
threshold=0.078535000000000008 0.085745000000000002 0.073745000000000019 -1.0000000180025095e-35 -0.048844999999999993 -0.217635 -1.0000000180025095e-35 0.26450500000000005 -0.051109999999999996 0.10783500000000001 -0.10312999999999999 0.13910500000000003 -0.089744999999999978 0.10599500000000002 -0.17307499999999998 0.10457000000000001 0.10856000000000002 0.05309500000000001 0.071660000000000015 0.086650000000000019 0.083065000000000014 0.018630000000000004 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -7 8 20 10 -10 -11 -12 14 -14 17 -17 18 19 -16 -8 -21 -20
right_child=-2 -3 4 5 -6 6 7 -9 9 11 12 -13 13 -15 15 16 -18 -19 22 21 -22 -23 -24
leaf_value=-0.0020500954716317454 -0.0011414372301696834 -0.0011425422581862192 0.0025293116572946738 -0.0014329104656509481 7.1587089087452101e-05 -0.0015748819727365467 0.00040821534210367635 0.002131448345670793 -0.0024048561681159356 0.0024704711840810331 -0.0016549453040499301 -8.2607283540456187e-05 0.0022096282309694527 -0.0014424753929255432 -0.0021018542681024619 -0.002602082703736284 0.0003304277392293089 0.001761023789165496 0.0015709218393330443 -0.0002782173338327184 0.0024354932545391761 0.0010102681700549696 0.0008084907163854124
leaf_weight=0.0010617046141180855 0.0017587963040229795 0.001508827868712855 0.0012521333925677447 0.0012589715685806377 0.001558456799050297 0.001043784321423046 0.0011789778711330792 0.001528962937269728 0.001141401540439283 0.0010237694890449225 0.0011339685145256009 0.0010417664370123703 0.0010402265189601865 0.0010502392610792785 0.0013057763975327756 0.0012193559016583089 0.0013015184868905294 0.0018256322937243441 0.0010226667152445357 0.001015140297684014 0.0010994037520752897 0.0010071604024943781 0.0010112421831686702
leaf_count=427 195 385 130 248 249 105 77 240 101 61 222 27 39 332 211 152 30 60 40 133 102 17 327
internal_value=0 6.65915e-05 0.000136431 1.22382e-05 0.00116652 0.000110647 0.000203224 0.000296268 0.000143923 -3.14781e-05 -0.000209686 0.00118281 -1.59501e-05 0.00014157 0.000296344 9.13432e-05 -0.00108804 0.000504981 7.73277e-05 -0.000603796 0.00138645 0.000363483 0.00119185
internal_weight=0 0.0276311 0.0261223 0.0233117 0.00281059 0.02225 0.020991 0.0199472 0.0184182 0.0161399 0.0140743 0.00206554 0.0129329 0.011799 0.0107487 0.00970849 0.00252087 0.00718762 0.00536199 0.00332808 0.00227838 0.0020223 0.00203391
internal_count=3910 3715 3330 2951 379 2524 2276 2171 1931 1752 1664 88 1563 1341 1009 970 182 788 728 361 179 150 367
is_linear=0
shrinkage=0.00388662


Tree=1082
num_leaves=31
num_cat=0
split_feature=453 133 1429 4 11 160 133 0 38 124 39 42 484 3 48 1 16 42 52 454 47 15 16 2 133 16 1 0 3 0
split_gain=0.000625575 0.000558693 0.00057416 0.000723216 0.000717554 0.000493807 0.000501017 0.000620885 0.000555401 0.000804151 0.000612371 0.00119289 0.000561204 0.000714867 0.000431746 0.000538888 0.000670946 0.000483088 0.000460905 0.000720788 0.000530636 0.000626884 0.000522626 0.000537656 0.000474471 0.000414358 0.000534621 0.00037702 0.000353334 0.000351396
threshold=0.091855000000000006 -0.26719999999999994 -1.0000000180025095e-35 0.27020000000000005 0.08184000000000001 -0.23073999999999997 0.19121000000000002 0.18055000000000002 1.0000000180025095e-35 -0.048219999999999992 0.16168500000000002 -0.11145999999999999 -0.0043499999999999988 0.10223 -0.09386499999999999 0.10031000000000002 -0.072359999999999994 0.092145000000000019 -0.081429999999999989 1.0000000180025095e-35 0.09550500000000002 0.088495000000000018 -0.19424999999999998 0.075670000000000015 0.08493500000000001 -0.54165499999999989 0.11235500000000002 -0.081444999999999976 -0.078884999999999997 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 27 11 -11 13 -13 -14 17 -17 18 29 20 21 22 -20 -24 -25 -5 -27 -7 -23 -16
right_child=-2 2 3 25 -6 6 -8 -9 -10 10 -12 12 14 -15 15 16 -18 -19 19 -21 -22 28 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00078413773772668634 -0.0010018563067893181 -0.00091284094907567021 -0.00062413067397621498 0.0011217313214732024 -0.00090553963821333159 0.00028189730276092487 -0.00079472087868469896 0.00082995860956498486 -0.00081890816826752201 -0.0011373955011739125 0.0010016512729200773 -0.0012937445618047435 -0.00071994525184274321 0.00015709325444978868 -0.00020586082942207522 0.00089170137530951031 5.2819752678517444e-05 -0.00064978305331865518 -0.0010898001526010602 0.00099746517900720175 0.00077795393850115598 -6.7981445048608425e-05 -0.00082436426911202548 0.00010882028728511459 -0.00076877182404092113 -0.00013739171187697452 0.00071624042477146641 0.0012384237372559965 0.00089282307796750946 0.00056340399070379176
leaf_weight=0.0014506711402764707 0.0010474583994870548 0.0010591623536524422 0.0018925164590727342 0.0012732780556694578 0.0014424709312628172 0.001436916004958988 0.00113811025853816 0.0017470067957674465 0.0012161835678945456 0.0015120720686248581 0.0010225827009548985 0.0011563734288607538 0.0010713244062969798 0.0011178065192662956 0.0012852929462496832 0.0030097245932836358 0.0033962082337843915 0.0016627192444018659 0.0013500705823474715 0.0010320728340502692 0.001011979022010224 0.0013925458842318772 0.0019493761143447759 0.0055574438955396932 0.0012658974639894183 0.0024320144156462211 0.0024799882905826021 0.0013260951811675517 0.0011862436023476483 0.0043819597543674994
leaf_count=238 46 180 308 79 105 70 333 24 51 146 20 437 23 31 20 67 116 165 25 13 26 126 104 363 96 78 272 83 54 211
internal_value=0 7.69134e-06 2.98644e-05 4.95403e-05 -7.99851e-06 2.20275e-05 5.169e-05 7.57199e-05 4.13529e-05 6.95346e-05 1.5544e-05 -1.4702e-05 3.86361e-05 -0.000580628 8.62903e-05 0.000116617 0.000446955 2.07585e-05 7.53771e-05 -4.5136e-05 -0.000123601 -0.000195432 -0.000340492 -0.000225178 -5.39946e-05 0.00046407 0.000293593 0.000740978 0.000373989 0.00038894
internal_weight=0 0.0532561 0.0518054 0.0507463 0.044561 0.0431185 0.041226 0.0400879 0.0383409 0.0371247 0.0343617 0.0333391 0.031827 0.00227418 0.0295529 0.0284815 0.00640593 0.0220756 0.0204129 0.0147456 0.0137136 0.0127016 0.0101228 0.00877272 0.00682334 0.00618528 0.004912 0.00276301 0.00257879 0.00566725
internal_count=3910 3864 3626 3446 3017 2912 2604 2271 2247 2196 2043 2023 1877 468 1409 1386 183 1203 1038 807 794 768 588 563 459 429 350 153 180 231
is_linear=0
shrinkage=0.00129368


Tree=1083
num_leaves=21
num_cat=0
split_feature=484 52 50 47 4 1 1 130 133 12 160 51 16 1 1 52 150 13 43 16
split_gain=0.000158312 0.0001782 0.00024586 0.000226157 0.000165441 0.000299212 0.000202463 0.0001534 0.000399767 0.000241853 0.00020387 0.000187087 0.000207918 0.000173794 0.00028729 0.000274454 0.000215456 0.000223372 4.60086e-05 0.000120134
threshold=-0.0043499999999999988 0.18936500000000003 0.098870000000000027 0.13206500000000002 0.25367000000000006 0.11215000000000001 0.10688500000000002 -0.081969999999999987 -0.0056849999999999991 0.10371500000000002 -0.083654999999999993 0.08955500000000001 -0.38486499999999996 0.10386500000000001 0.092730000000000021 -0.089799999999999977 0.083205000000000015 -0.0038299999999999996 -0.091614999999999988 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2 -9 10 -10 12 -12 14 15 -14 17 -17 -19 -20
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 11 -13 13 -15 -16 16 -18 18 19 -21
leaf_value=-0.0013612829538232273 0.001472844388141414 -0.0015160164602338046 0.002282505304609472 -0.0021359206648946063 0.0014508200867679672 0.0029697260060040681 -0.0013846210446187624 -0.0022604224557403029 -0.0016727613340357119 -0.0020564745709560342 -0.001373495108975116 -0.00096910121962746887 -0.00080338715976229034 0.0023536673790119983 -0.0015867544789831879 -0.0004378245815364895 0.0030427689741444807 0.00089894173688901638 0.00084837341220219992 0.0031023222780760741
leaf_weight=0.0018851897160943659 0.0015224128145219359 0.0015295187488577324 0.0012384663543067434 0.0010342879135762919 0.0012230624158857664 0.0013081326721026132 0.0011327967615262224 0.001839419434520039 0.0011630014418664856 0.0011169223405407816 0.0010803393156777414 0.0019249823262190721 0.0017146630362105944 0.0015407843565350418 0.0012192580239851489 0.001851822431668813 0.0014088232464271044 0.0012498740488873228 0.0010290016086724751 0.0011919007338576744
leaf_count=612 130 353 163 47 109 290 48 698 150 138 36 128 230 170 125 275 60 89 28 31
internal_value=0 8.66336e-05 0.000181682 7.57085e-05 0.000172976 0.00111647 8.742e-05 -1.15009e-06 -0.000123569 0.000114772 0.000272509 0.000431701 0.000651172 0.000846362 0.000606078 0.00092263 0.00136229 0.000917489 0.00164061 0.00205801
internal_weight=0 0.0273195 0.02579 0.0245515 0.0235172 0.00366399 0.00235586 0.0198532 0.0183308 0.0164914 0.0153745 0.0142114 0.0122865 0.0112061 0.00966534 0.00844609 0.00673142 0.0053226 0.00347078 0.0022209
internal_count=3910 3298 2945 2782 2735 447 157 2288 2158 1460 1322 1172 1044 1008 838 713 483 423 148 59
is_linear=0
shrinkage=0.00483252


Tree=1084
num_leaves=24
num_cat=0
split_feature=51 39 1 48 50 2 15 48 159 15 13 2 0 130 457 2 47 1 16 16 49 0 3
split_gain=0.000145683 0.000257627 0.000264569 0.0002236 0.000329321 0.000259905 0.000297274 0.000283196 0.00023951 0.000201385 0.000268262 0.000285465 0.000264292 0.000254953 0.000272853 0.00021255 0.000171403 0.000169961 0.00012267 0.000138335 0.000182155 4.64312e-05 2.19602e-05
threshold=-0.40274499999999996 0.005105000000000001 0.092550000000000007 0.12649500000000002 0.10119500000000002 0.10274500000000002 -0.11739999999999999 0.092755000000000018 0.089615000000000014 -0.106555 -0.09547499999999999 0.097135000000000013 -0.070174999999999987 -0.081969999999999987 0.082870000000000013 0.084065000000000015 0.084695000000000006 0.092550000000000007 0.15737500000000001 -0.016294999999999994 -1.0000000180025095e-35 -0.10131499999999999 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 18 9 -8 21 12 13 -12 15 17 -4 -15 19 20 -7 -11 -17
right_child=1 2 16 -5 -6 7 8 -9 -10 10 11 -13 -14 14 -16 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0016238954408445277 -0.0024466404405354037 -0.00069834887603075629 0.0033901444123658089 -0.0017699364424939661 -0.0023931709224383878 -0.00093796384228376085 0.0020372924950040313 0.0030079386732435789 -0.0021102289296137961 0.00075384366764653097 0.0016802135502822226 -0.002460289368065899 0.0017081783099469018 0.00048501693691840804 0.00079615983510973598 -0.0027424485416125415 0.00098927387631746709 -0.0016693693865938177 -0.00057561087888021855 0.0023354453141222501 0.0015463238406993093 0.0020782998636688283 -0.0018283631758903472
leaf_weight=0.0010671601990828164 0.001070969991309575 0.0010315208034883385 0.0010235958042073001 0.0015086296590960382 0.00108694271950805 0.0011310327320468438 0.0010360459907809939 0.0010626249206495686 0.0010077911567318845 0.0010171782951295949 0.001049288734593817 0.0010947583030700989 0.0014405839569029558 0.0016867649902555324 0.0018295911651184937 0.0010894234691775492 0.0014079025547060198 0.0012865866522662195 0.00154462497643304 0.0010006130532750337 0.0012259005942732437 0.0010960488829310213 0.001009066395532999
leaf_count=145 216 85 294 92 403 88 27 62 196 69 77 121 128 353 73 584 60 115 160 82 189 67 224
internal_value=0 5.7079e-05 0.00119623 -0.000105434 4.86827e-06 0.000125102 -0.00017607 0.000918532 -1.00052e-05 0.000145223 -1.0363e-05 -0.000302809 -5.13087e-05 -0.000370109 -0.000681838 -0.001215 0.00199998 -0.000447199 0.000465619 0.000944633 0.000354177 0.00144079 -0.00230291
internal_weight=0 0.0277375 0.00346302 0.0242745 0.0227658 0.0216789 0.0157141 0.0059648 0.0146431 0.0136353 0.0125993 0.0104861 0.00939131 0.00795072 0.00690143 0.00507184 0.0024315 0.00297335 0.00490217 0.00335755 0.00235693 0.00211323 0.00209849
internal_count=3910 3765 439 3326 3234 2831 2250 581 2034 1838 1811 1675 1554 1426 1349 1276 354 468 519 359 277 136 808
is_linear=0
shrinkage=0.0044645


Tree=1085
num_leaves=21
num_cat=0
split_feature=147 11 52 52 403 403 0 42 12 13 2 48 13 1 43 15 1 15 52 3
split_gain=0.000143268 0.000232122 0.000209323 0.000301333 0.000227567 0.000237671 0.000236886 0.000647957 0.000377577 0.000182258 0.000405958 0.000336086 0.000350225 0.000245619 0.000229548 0.000213811 0.000363274 0.000124073 0.000107899 9.0769e-05
threshold=0.088565000000000019 0.088315000000000018 0.18936500000000003 0.13709500000000002 0.09389500000000002 0.03138500000000001 -0.017269999999999997 -1.0000000180025095e-35 0.084695000000000006 -0.083354999999999985 0.11230000000000001 0.095825000000000007 -0.062819999999999987 0.091655000000000014 -0.071899999999999978 -0.10071499999999999 0.09112000000000002 -1.0000000180025095e-35 -0.068164999999999989 0.24227500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 13 11 12 -11 17 -14 -16 18 -9 -17 -15
right_child=-2 -3 -4 -5 -6 -7 8 9 -10 10 -12 -13 14 19 15 16 -18 -19 -20 -21
leaf_value=-0.0029001051365310096 0.0016244229648126631 -0.0021708162091279531 -0.0015433531377905946 0.0024122100193009369 -0.001967242338018307 0.0018659204267592485 0.0027618900295559891 -0.0010538942528342922 -0.00027290584160852966 -0.0027368322967643802 -0.0024605911166591977 0.0023861757736945662 0.0021534725884821424 0.0029949939494001393 0.0011432337003376653 0.0008885029093508392 -0.0030904926422178434 0.00092497919086900738 -0.0010233454866005664 0.0010645379509125149
leaf_weight=0.0017762593416758557 0.0011184972546030006 0.0010910680665576758 0.0017342546400988942 0.0011842089858563045 0.0011912392025384818 0.0015579877802650568 0.0015846815646827278 0.0014305196670272718 0.0020017923433943707 0.0010567029546329314 0.001567574072906198 0.0012031440234072655 0.0010339756032919922 0.0010215690061708971 0.0016733179673913412 0.0015191330180666096 0.0011038703217874923 0.0013091718599604557 0.0010966269129719687 0.0010821352922785188
leaf_count=702 168 139 437 59 279 140 193 353 86 335 183 73 70 111 24 52 68 232 105 101
internal_value=0 -7.17697e-05 1.58829e-05 0.000126735 1.0125e-05 0.000117104 -1.60615e-05 -0.000246476 0.00106802 6.57249e-05 -0.000285012 0.000107583 -0.000258747 0.000808298 0.000148695 -0.000235675 -0.000855993 -0.000108282 8.69827e-05 0.00200198
internal_weight=0 0.0272192 0.0261282 0.0243939 0.0232097 0.0220185 0.0204605 0.016874 0.00358647 0.0150977 0.0102543 0.00868677 0.00748363 0.0048434 0.00642692 0.00539295 0.00371963 0.00273969 0.00261576 0.0021037
internal_count=3910 3742 3603 3166 3107 2828 2688 2409 279 1707 910 727 654 797 319 249 225 585 157 212
is_linear=0
shrinkage=0.00464487


Tree=1086
num_leaves=22
num_cat=0
split_feature=14 157 2 51 2 13 13 51 1 16 151 48 12 16 0 15 0 43 13 12 12
split_gain=0.000133774 0.000192463 0.000175344 0.000290866 0.000221117 0.000171007 0.000315387 0.000176933 0.000281601 0.000314527 0.000304824 0.000267149 0.000197931 0.000298854 0.000166601 0.000140738 0.000274969 0.000205163 0.000193576 0.000124489 0.000100378
threshold=0.056865000000000006 -0.077044999999999988 0.086545000000000025 -0.032189999999999989 0.084065000000000015 0.17936000000000002 0.019675000000000002 0.12190000000000002 0.085110000000000005 -0.087089999999999987 -0.0088999999999999982 0.088985000000000009 0.085185000000000025 -0.035699999999999989 -0.11077499999999998 -0.10312999999999999 -0.10131499999999999 -0.074254999999999988 -0.0064299999999999991 0.096055000000000015 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 15 6 7 8 12 10 -10 -12 -5 20 -1 -3 -17 18 -18 -15 -14
right_child=-2 2 3 5 -6 -7 -8 -9 9 -11 11 -13 13 19 -16 16 17 -19 -20 -21 -22
leaf_value=0.0020883319236279824 -0.0013451041396218585 -0.0012004112316740558 -0.0017357396039646234 -0.0016064033000682449 -0.0018766857489088933 -0.0010252594175872974 0.0020951223162621936 -0.0010449134229115961 -0.00055065934637597922 0.0027512513126089228 0.0028764213290350328 0.00030984239787843284 -7.6422598281849404e-05 0.0017351462455396365 4.0799880073121767e-05 0.0013643017772826597 0.0014615292390840831 -0.0013501060559929321 -0.0007701050989988409 3.1698320154905944e-05 -0.0017350340513657741
leaf_weight=0.0011483488960095656 0.0010002626217348034 0.0016020201669748046 0.0010315210790130111 0.0011027591023896055 0.0013333684614970087 0.0012197463369886816 0.001429563681624905 0.0013310030132085851 0.001937584850998153 0.0011393294320098946 0.0010277906439714046 0.0012595355761471083 0.0010253665455328964 0.001451793411787472 0.0010725386005149542 0.0016032020241931733 0.0010661200009353111 0.0019209827130431956 0.0011042992245778871 0.0010188888244651029 0.0010115509147719248
leaf_count=46 144 165 359 118 389 118 162 89 108 93 97 55 183 178 406 41 207 516 83 59 294
internal_value=0 4.62782e-05 -4.87443e-05 0.000182907 -0.000477861 0.000315246 0.000434289 0.000241347 0.000397345 0.00100932 0.000539578 0.00146311 -0.000187785 0.000159272 0.00109951 -0.000222243 5.29378e-05 -0.000460916 0.000326084 0.00103266 -0.000900103
internal_weight=0 0.0268373 0.0246164 0.0159864 0.00862999 0.0149549 0.0137352 0.0123056 0.0109746 0.00536424 0.00422491 0.00228733 0.00561036 0.0045076 0.00222089 0.00729662 0.0056946 0.0040914 0.00217042 0.00247068 0.00203692
internal_count=3910 3766 3314 1913 1401 1554 1436 1274 1185 353 260 152 832 714 452 1012 847 806 290 237 477
is_linear=0
shrinkage=0.0037357


Tree=1087
num_leaves=31
num_cat=0
split_feature=1429 14 159 1 4 1213 133 160 38 40 42 39 51 454 150 160 1 457 12 4 12 4 0 3 42 3 2 43 0 1375
split_gain=0.000708195 0.000620994 0.000460046 0.000770452 0.000683247 0.000632101 0.000621741 0.000549207 0.000475956 0.000767416 0.00114623 0.00070116 0.00047548 0.000504081 0.000602698 0.000792119 0.000629257 0.000469424 0.000534739 0.000674941 0.000432243 0.000424924 0.000631907 0.000537257 0.000478088 0.00041386 0.000771997 0.000731589 0.000319021 0.000411674
threshold=-1.0000000180025095e-35 0.077685000000000018 0.073745000000000019 1.0000000180025095e-35 -0.029114999999999999 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.087760000000000019 0.028705000000000001 -0.11403999999999999 0.089030000000000012 0.14276500000000003 0.086995000000000003 -0.15013499999999999 -1.0000000180025095e-35 0.11368000000000002 -0.0015249999999999997 0.092365000000000017 0.25367000000000006 0.051320000000000005 -0.44477499999999992 -0.077944999999999987 -0.089974999999999986 0.083815000000000014 0.10666500000000002 0.099990000000000009 -0.072649999999999978 -0.10071499999999999 -0.43271999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 -8 9 10 -9 12 13 14 -12 20 17 -17 19 21 -16 -19 23 -23 28 26 27 -20 29 -25
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 15 16 -18 18 25 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010539241370064339 -0.0010193348245045692 -0.00082687577997932118 0.00043017370393804593 0.00079543194802674877 -0.00081274159542294344 -0.0010197185806904109 -0.00083330580535382942 -0.0011908426457028234 -0.00072169501182428619 0.001070126918566503 0.0010957299338717143 0.0012211344951643943 -0.00072274704712903758 -0.00081539589626274914 -0.00010372780791206772 -0.00052792130336265855 0.00075900139201192155 -0.00061277630803956986 0.00057964585443640959 0.001190393301539455 -0.001215243728469444 -0.00056867567756660822 0.0010018513675337608 -0.00033212482113533577 0.00065659318983112567 0.00034100100876571933 -0.0012216599754358299 -0.00075721120885744863 -0.00046508054576950407 0.000451839838962473
leaf_weight=0.0012070365524234896 0.0011525643077570638 0.0016215996684418857 0.0019133475625291996 0.0036863800382582745 0.001477108205135246 0.0010757652813775378 0.0013228079266940909 0.0013406793470082659 0.001397684310461055 0.0014602773165863772 0.0011784634697278298 0.0010248980319371706 0.0013731212816625584 0.0010944590244719157 0.0014118661475066565 0.0021087497417898718 0.0029797251396612703 0.0011436099974275566 0.0017147356842843742 0.001391487379670763 0.0012372503324879491 0.001710077602369949 0.0018705457104282513 0.0018274251597176772 0.0037677085615668293 0.0019685851059705328 0.0014957407553117807 0.001402618916610531 0.001701930242771558 0.0040834290461830699
leaf_count=181 551 125 59 319 210 188 210 90 49 34 21 116 65 35 44 98 131 33 76 57 373 80 93 12 138 17 115 167 165 58
internal_value=0 9.57941e-06 3.60131e-05 0.000361013 -0.000111323 -1.59798e-05 1.08618e-05 3.72535e-05 6.55583e-05 9.35656e-05 5.58664e-05 0.000101676 6.9322e-05 0.000101227 0.000131633 9.59226e-05 0.000161207 9.31856e-05 0.000147582 0.000273065 -0.000622853 0.000193806 0.00025546 0.000148806 0.000256618 -0.000185991 -0.000410879 -2.18581e-05 5.86629e-05 0.000209466
internal_weight=0 0.0529346 0.051313 0.00707684 0.00339046 0.0442362 0.0430836 0.0420079 0.0406851 0.0392874 0.0378271 0.0364864 0.0354615 0.0340884 0.0329939 0.0318155 0.0291664 0.0261866 0.0240779 0.0174962 0.00264912 0.0161047 0.0149611 0.0130906 0.0113805 0.00658168 0.0046131 0.00311735 0.00761278 0.00591085
internal_count=3910 3729 3604 588 269 3016 2465 2277 2067 2018 1984 1894 1778 1713 1678 1657 1240 1109 1011 636 417 579 546 453 373 375 358 243 235 70
is_linear=0
shrinkage=0.00137286


Tree=1088
num_leaves=22
num_cat=0
split_feature=124 12 159 50 48 3 1 2 11 52 133 13 0 4 0 2 1 160 3 4 2
split_gain=0.00014864 0.000183179 0.000179896 0.00020521 0.000187659 0.000190038 0.000305868 0.000215553 0.000191418 0.000173632 0.00026022 0.000253641 0.000205201 0.000231911 0.000279042 0.000231226 0.000196551 0.000215192 0.000265171 0.000195412 0.000174206
threshold=0.10385500000000002 0.11655500000000001 -0.034019999999999988 0.098870000000000027 0.11930500000000001 -0.100615 0.076710000000000014 0.092745000000000008 0.080705000000000013 0.10599500000000002 -0.090054999999999982 -0.094679999999999986 -0.10071499999999999 -0.025214999999999998 -0.073129999999999987 0.088300000000000003 0.094385000000000011 0.086110000000000006 0.084925000000000014 0.25367000000000006 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 10 -7 20 16 15 -15 -14 17 18 -13 -18 -12
right_child=-2 -3 3 -5 -6 9 8 -9 -10 -11 11 12 13 14 -16 -17 19 -19 -20 -21 -22
leaf_value=-0.0012859582007631802 0.0014619383701102457 -0.0017087280028645778 -0.0015562907330624418 0.001726819562424532 -0.0014058092139096993 -0.0018184018451807859 0.0031536091921557682 0.00084303220452305752 0.00070636859696156858 -0.0013425443540620258 0.00028171733031391604 -0.00063736262414557077 0.0012460654025489514 -0.0026227366188417028 6.3781363710150801e-05 -0.0011187629469481216 0.0026706313308137043 -0.0015500906753531626 0.0018478915827475852 0.00023796314392447368 0.0024628072685645461
leaf_weight=0.0016509436841249453 0.0010875075569571893 0.0010620529364405154 0.0010172079155060755 0.0011958238568583598 0.0014375369548351715 0.0011398397469727936 0.0010830604755227569 0.0015378337958355803 0.0010099161174292881 0.0016513210533147518 0.0011802458919419308 0.001512314771919372 0.0015052416214129073 0.0015167384084325136 0.0010839639117861833 0.0012272587972897431 0.0010564584939452004 0.0011639133775425137 0.0013101165675302173 0.0011042822311213563 0.0012153546898718837
leaf_count=481 49 180 101 264 94 344 132 47 148 260 64 54 484 472 181 239 63 44 35 69 105
internal_value=0 -6.31846e-05 5.08485e-06 9.40861e-05 8.27341e-06 0.000103642 0.000826652 -0.000112181 0.00197275 -9.79868e-05 3.88807e-05 0.000191448 -5.82888e-05 -0.000638688 -0.00150301 0.000183941 0.000445264 -8.7075e-05 0.000516243 0.00142738 0.00138824
internal_weight=0 0.0266614 0.0255994 0.0239484 0.0227526 0.0213151 0.00464802 0.00255504 0.00209298 0.016667 0.0150157 0.0138759 0.0114803 0.0053332 0.0026007 0.0027325 0.00614709 0.00398634 0.00282243 0.00216074 0.0023956
internal_count=3910 3861 3681 3200 2936 2842 428 148 280 2414 2154 1810 1641 1376 653 723 265 133 89 132 169
is_linear=0
shrinkage=0.00404364


Tree=1089
num_leaves=22
num_cat=0
split_feature=1186 130 0 42 483 158 4 1 1 2 49 40 3 2 0 16 0 48 15 15 2
split_gain=0.000142799 0.000195192 0.00022077 0.000174728 0.000183401 0.000176508 0.00013925 0.000228388 0.000255769 0.000158249 0.000158933 0.000186055 0.000415083 0.000248521 0.00023901 0.000220103 0.000305219 0.000256012 0.000137483 0.000120264 7.46436e-05
threshold=0.085080000000000003 -1.0000000180025095e-35 0.18055000000000002 0.10269500000000001 0.086680000000000021 0.085745000000000002 0.25367000000000006 0.11215000000000001 0.10688500000000002 0.12547000000000003 -0.085974999999999982 -1.0000000180025095e-35 0.10420500000000001 0.094010000000000024 -0.06402999999999999 -0.083144999999999983 -0.087899999999999992 0.086125000000000021 0.05377500000000001 -0.0058549999999999991 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -8 10 -3 -12 13 14 15 17 20 18 -13 -14 -17
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 11 12 19 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0013309316727791614 0.0012631190846464245 -0.00079377004128264642 0.0014844142369113376 -0.0014125177400539939 -0.0014231881792819878 -0.0012078521519741964 0.0013141863774113777 0.0018855923297489369 -0.001119979179886481 -0.0011204308117101402 -0.0010573097308766443 0.0022098174559646595 0.00089963749666045225 -0.0011667564416196258 0.0014082630866072995 -0.00043821491894330077 -0.0021711150690317278 -0.00077235492895877779 0.00054529616042165981 0.0025212457607738685 0.00079126020580930873
leaf_weight=0.0013476003447320797 0.0010223397975073203 0.0019754787901912754 0.0011650202901497533 0.0010770612589097893 0.001015764362179968 0.0012024884567081858 0.0010004125662188548 0.0013604764400667047 0.0010577855837583527 0.0013244210245537671 0.0011801590910101032 0.0010290533782457787 0.0010459727275273778 0.0015906281132777042 0.0018762520067801044 0.0014192698770054638 0.0010303241236736312 0.0010721793078640324 0.0013885245264200208 0.0011367449437216246 0.0010043851466598544
leaf_count=309 90 153 39 385 328 296 73 182 45 112 122 77 39 394 101 67 638 60 235 45 120
internal_value=0 -5.15502e-05 1.75451e-05 -5.42969e-05 1.01182e-05 7.72273e-05 0.000152637 0.000788415 6.3177e-05 2.53321e-05 0.000121686 0.000252986 0.000375778 8.88792e-05 0.000315325 2.00046e-05 -0.00059762 0.000631297 0.00125381 0.00174416 7.1291e-05
internal_weight=0 0.0263 0.0249524 0.0237874 0.0227103 0.0216946 0.0204921 0.00341867 0.0020582 0.0170734 0.015749 0.0137735 0.0125933 0.0104106 0.00881999 0.00694374 0.00345398 0.00348976 0.00241758 0.00218272 0.00242366
internal_count=3910 3820 3511 3472 3087 2759 2463 300 118 2163 2051 1898 1776 1692 1298 1197 825 372 312 84 187
is_linear=0
shrinkage=0.00345121


Tree=1090
num_leaves=19
num_cat=0
split_feature=41 39 3 13 457 1375 132 52 160 52 51 133 0 42 47 43 15 43
split_gain=0.000133608 0.00014901 0.000265565 0.000169497 0.000242015 0.000253215 0.000247526 0.000231835 0.000207565 0.000205541 0.000355064 0.000199664 0.000181936 0.000181085 0.000337514 0.000285766 0.000245587 0.000125642
threshold=0.078535000000000008 0.005105000000000001 0.10420500000000001 -0.094679999999999986 0.081330000000000013 -0.43271999999999994 0.081240000000000021 -0.013104999999999999 0.069910000000000014 -0.015039999999999998 -0.058534999999999997 0.090085000000000012 -0.084304999999999977 -1.0000000180025095e-35 0.09252500000000001 -0.083094999999999988 -1.0000000180025095e-35 -0.081354999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 7 6 -6 9 -1 -7 10 -5 13 -9 -11 15 -15 -17 -3
right_child=-2 2 -4 4 5 8 -8 12 -10 11 -12 -13 -14 14 -16 16 -18 -19
leaf_value=0.0021159603547906965 -0.001084975963312649 0.00066756071543777585 -0.00078462636840082739 -0.00017676380868901243 -0.00084600641773355972 0.00011031249438687124 0.0013388681248989497 -0.00066995517544682706 0.0023126856077950869 -0.001371732023633727 -0.002538252018791225 -0.0018732870763218379 0.0011494946899699254 0.0022906562030976514 -0.0012169943875550006 0.0011796183026171916 -0.00076066961677320158 0.0024424530895550078
leaf_weight=0.0011208778791198526 0.0015582754613692176 0.0011913402574054155 0.0010433918476469017 0.0018646747910003592 0.0011220566389869013 0.0011211711001517513 0.0010458302647881343 0.0018682304686984397 0.0013936241579699526 0.0013341368483081682 0.0018333464342097624 0.0010214083233599765 0.0013928969317338882 0.0012104387058198569 0.0018746127852439232 0.0018103452868536143 0.0019863894993868226 0.00112675010900709
leaf_count=109 195 200 41 375 19 131 243 195 61 522 410 425 56 97 110 168 376 177
internal_value=0 6.45388e-05 0.000811741 -4.96295e-05 -0.000216431 0.000659204 -0.000444205 0.000621001 0.0013308 -0.000588367 -0.00134751 -0.000284458 0.000107171 -8.69339e-05 0.000162143 0.000678472 0.000164491 0.00153028
internal_weight=0 0.0253615 0.00336148 0.022 0.017618 0.00363685 0.0139812 0.00438201 0.0025148 0.0129354 0.00369802 0.00923733 0.00326113 0.00821592 0.00688179 0.00500717 0.00379673 0.00231809
internal_count=3910 3715 418 3297 2937 211 2726 360 192 2483 785 1698 251 1273 751 641 544 377
is_linear=0
shrinkage=0.00381041


Tree=1091
num_leaves=22
num_cat=0
split_feature=1186 130 0 4 42 1 4 156 160 151 1 151 15 47 43 1 1 1 12 0 4
split_gain=0.000130464 0.000156226 0.000183931 0.000153404 0.000304463 0.000238976 0.000226048 0.000201582 0.000196537 0.000254723 0.000218328 0.000194375 0.00024933 0.000182456 0.000188494 0.000211301 0.000391125 0.000205999 0.000230962 0.000168626 0.000141187
threshold=0.085080000000000003 -1.0000000180025095e-35 0.18055000000000002 0.24280000000000004 0.092145000000000019 0.10561500000000001 0.080255000000000007 0.088820000000000024 -1.0000000180025095e-35 -0.0008699999999999999 0.10752500000000002 -0.098079999999999987 -0.10312999999999999 0.09550500000000002 -0.083684999999999996 0.094485000000000013 0.089175000000000018 0.085990000000000011 0.089745000000000005 -0.07773999999999999 0.00096500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 11 -5 -10 -11 -3 -13 14 19 16 17 18 -16 -14 -17
right_child=-2 2 -4 8 5 -7 -8 -9 9 10 -12 12 13 -15 15 20 -18 -19 -20 -21 -22
leaf_value=-0.0014877240038556922 0.0014839978357480525 0.0019874586185494258 0.0016867585235093526 -0.00096706825416885878 -0.0031974313932254654 -0.00030907903641405599 -0.001371014500209496 -0.0016746390955000884 -0.00056173894505122781 0.00043937045636852415 0.0029899169442429438 -0.0017132188360937299 -6.8467099168850961e-06 0.001994109435171287 -0.0015312973969604845 -0.00012023442586323281 -0.0028442545621763923 0.0013510894635872378 0.00066602526074416139 0.0023186552953554035 0.0020615228219091728
leaf_weight=0.001288589735040444 0.0010063504765500655 0.0010762086942238689 0.0011121034987601188 0.0010567344880796914 0.0010282765594692182 0.0010000722706422494 0.0020031760531146183 0.0010117649445940411 0.0011148105762068816 0.0010590030297841216 0.0013527869127522574 0.0011832207111533823 0.0010366510332511375 0.001041789729462784 0.001978809526058627 0.0010315815297410325 0.0010859543159630891 0.0013413157425427313 0.0014797559444548747 0.0011801119714122147 0.0010689221258397552
leaf_count=309 90 142 39 126 542 91 115 270 98 68 194 142 312 81 556 146 116 92 184 159 38
internal_value=0 -6.03221e-05 1.55485e-05 -6.4801e-05 -0.000235111 -0.00177334 -4.62376e-05 0.000136578 0.000624403 0.00110128 0.00186999 0.000272277 0.000123751 0.000317043 0.000145805 -0.000155454 -0.00056425 -4.84082e-05 -0.000591167 0.00123115 0.000990037
internal_weight=0 0.0255316 0.024243 0.0231309 0.0185476 0.00202835 0.0165193 0.0145161 0.00458334 0.0035266 0.00241179 0.0135043 0.0124281 0.0112449 0.0102031 0.00798634 0.00588584 0.00479988 0.00345857 0.00221676 0.0021005
internal_count=3910 3820 3511 3472 2986 633 2353 2238 486 360 262 1968 1826 1684 1603 1132 948 832 740 471 184
is_linear=0
shrinkage=0.004207


Tree=1092
num_leaves=31
num_cat=0
split_feature=1429 14 1213 160 4 0 43 133 403 48 147 1456 1186 0 42 123 48 457 2 133 52 52 52 52 151 1 133 1 403 47
split_gain=0.000773829 0.000761379 0.00063214 0.000598238 0.000545929 0.000590056 0.000892875 0.000820906 0.00079392 0.000618918 0.000623416 0.000688162 0.000550264 0.000600938 0.000672855 0.000567735 0.000682224 0.00065146 0.000551045 0.000540046 0.0005364 0.00081845 0.000736808 0.0010144 0.000577498 0.000511884 0.000618052 0.000498237 0.000487383 0.000472754
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.51385999999999987 -0.51381999999999983 -0.017269999999999997 -0.34918499999999997 -0.26719999999999994 -1.0000000180025095e-35 -0.09386499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.085080000000000003 -0.077944999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.12675000000000003 -0.066264999999999991 -0.0098549999999999974 0.087485000000000021 0.085815000000000016 0.13266500000000003 -0.0025949999999999997 -0.068164999999999989 -0.083919999999999981 0.10752500000000002 0.084630000000000025 0.092550000000000007 -0.062634999999999982 0.12665500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 -4 19 6 -6 -8 -9 -10 11 -11 13 14 -13 16 17 -16 27 -5 22 -22 23 24 -20 26 -7 -19 -2 -15
right_child=1 -3 3 4 5 25 7 8 9 10 -12 12 -14 29 15 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011857165790272765 -3.8648518283608698e-05 -0.00095342433112952909 -0.0010409868585123487 2.7294730948178361e-05 -0.00095235896714283342 8.1688171874283643e-06 -0.0012045566929285902 -0.00090138513903521248 -0.00086101045877561943 -0.00089791870850277895 0.0011518763271823715 -0.00074932632330232808 0.0011456759857572712 0.00039969148235665335 -0.00088410066979529146 0.0011269849997574619 -0.00087140684248971669 0.00023676076168852112 -0.00063854990390899483 -0.0013894458461979015 -0.0011900908169746869 0.00034034653249052335 0.00079330191060024977 -0.0011281567474150695 0.0006071243220876285 0.0014250086161795288 0.0010454232151464681 -0.0011871350302394953 -0.0014860930176003575 0.0014367885953967079
leaf_weight=0.0012143972133218375 0.0010257620407255197 0.0017421445920766656 0.0010359634898542405 0.0013649351094580089 0.0018139215793847576 0.0038249826930254532 0.0010160376507117866 0.0015269346618974602 0.0011927260945192577 0.001247381393082391 0.0015406175107868228 0.0019790604529988367 0.0013781778899311084 0.0052999995465772337 0.001220099325485279 0.0012512655135887832 0.0014943375214109258 0.0010943771085862751 0.0010088956643592431 0.0010521809842298779 0.0012000395879088179 0.0021615424621632684 0.0069978177032550271 0.0012099154139546542 0.0044331620407176949 0.0011855621416689832 0.0018980416166174408 0.0010764436058670057 0.0010290986649190694 0.0011882324597536353
leaf_count=181 243 125 143 54 109 125 197 513 44 232 126 98 25 322 137 104 47 35 38 12 31 75 121 125 101 124 38 30 335 20
internal_value=0 1.34256e-05 4.47646e-05 7.68961e-05 9.97576e-05 0.00013429 6.7096e-05 0.000113891 0.000148685 0.00019205 0.000227153 0.000185546 0.000226508 0.00018644 8.23309e-05 0.000153435 9.78018e-05 0.00016879 0.00023576 -0.000589419 0.000325734 -0.000205999 0.000456685 0.000102567 0.00037619 0.00053628 0.000352174 -0.000469306 -0.000763546 0.000589622
internal_weight=0 0.0554897 0.0537475 0.0516927 0.0506567 0.0482396 0.041331 0.0395171 0.038501 0.0369741 0.0357814 0.0342407 0.0329934 0.0316152 0.025127 0.0231479 0.0218966 0.0204023 0.0191822 0.00241712 0.0170114 0.00336158 0.0136498 0.00665197 0.00544206 0.00690859 0.00572302 0.00217082 0.00205486 0.00648823
internal_count=3910 3729 3604 3026 2883 2817 2530 2421 2224 1711 1667 1541 1309 1284 942 844 740 693 556 66 491 106 385 264 139 287 163 65 578 342
is_linear=0
shrinkage=0.00148603


Tree=1093
num_leaves=21
num_cat=0
split_feature=4 0 41 48 402 160 39 457 484 474 2 2 2 2 3 3 1 16 4 15
split_gain=0.000131918 0.000253229 0.000227507 0.000233927 0.000149547 0.000152575 0.000161651 0.000199821 0.000292058 0.000176332 0.000153244 0.000169683 0.000168903 0.000176601 0.000163042 0.000287302 0.000238399 0.000139461 0.00013277 9.60836e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 0.078535000000000008 -0.086624999999999994 1.0000000180025095e-35 -0.217635 0.005105000000000001 -0.0034949999999999994 -0.0043499999999999988 0.084655000000000022 0.086545000000000025 0.11203000000000002 0.10325000000000002 0.090050000000000005 -0.074234999999999982 -0.089974999999999986 0.092550000000000007 0.15737500000000001 0.08734500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -9 10 14 12 13 -12 15 -10 -16 -3 -8 -15
right_child=1 17 -4 4 -6 6 18 8 9 -11 11 -13 -14 19 16 -17 -18 -19 -20 -21
leaf_value=-0.0011600755975771497 -0.0016085148911141791 0.0017065799190125954 -0.0015656961610476898 -0.0011832589164874115 -0.0012428489833527282 -0.0013775866711087093 0.0020443862189220437 -0.0015930268221042397 -0.0010127386017203623 0.0018372321252186647 0.0014497081777457589 -0.00045407504324661876 0.0021518971981753462 -0.00062448974048132425 0.00020479935630024338 0.0014238937088122453 -0.0021040075722048943 8.2232050043660725e-05 0.00027913266583367939 0.00079956451437688332
leaf_weight=0.0012559052987822774 0.0011273410071823689 0.0017869316893356904 0.0012979627267504781 0.0010382184680200112 0.0010437176093934441 0.0010999645997403643 0.0011541100481964319 0.0010763018162567107 0.0011169346695008853 0.0010415388187310368 0.0018514420632555068 0.001568274226270483 0.0011621826495609167 0.0015196211550404203 0.0012398875678324983 0.0015496072444956127 0.0011621863689228462 0.0011752932956361484 0.0011321688293814969 0.0010923926827686205
leaf_count=80 88 183 165 332 458 223 148 359 167 157 235 190 76 127 35 394 71 144 136 142
internal_value=0 5.60859e-05 -7.77055e-05 1.43695e-05 0.000106545 0.00018144 0.000261188 0.000126932 0.000242014 0.000390469 0.000267586 0.000611251 0.000908234 0.000584413 -0.00022018 0.000403261 -0.000912262 0.0010621 0.00117023 -2.89238e-05
internal_weight=0 0.0252361 0.0222739 0.0209759 0.0198485 0.0188048 0.0177666 0.0154803 0.0143804 0.0133041 0.0122625 0.00719391 0.00562564 0.00446346 0.00506862 0.00266654 0.00240207 0.00296222 0.00228628 0.00261201
internal_count=3910 3830 3503 3338 3250 2792 2460 2176 1953 1594 1437 770 580 504 667 561 106 327 284 269
is_linear=0
shrinkage=0.00366245


Tree=1094
num_leaves=20
num_cat=0
split_feature=147 52 49 151 11 51 4 158 42 52 48 4 0 3 13 0 13 13 3
split_gain=0.000141064 0.000188044 0.000186894 0.000211822 0.000237693 0.000253625 0.000289608 0.000292819 0.000190493 0.000168762 0.000159318 0.000154387 0.000329466 0.000227805 0.000224165 0.000202433 0.000221742 0.000144821 9.35728e-05
threshold=0.088565000000000019 0.28122000000000008 -0.14917999999999998 0.056555000000000001 0.087830000000000005 0.077145000000000005 0.28937500000000005 0.084965000000000027 0.10217500000000002 -0.072349999999999984 0.084260000000000015 -0.49837999999999999 -0.07773999999999999 -0.088024999999999978 -0.0049299999999999995 -0.10071499999999999 -0.083514999999999992 -0.10547499999999999 -0.0095549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 11 -7 -11 -4 15 -14 -15 17 -17 -13 -19
right_child=-2 -3 3 -5 -6 9 -8 -9 -10 10 -12 12 13 14 -16 16 -18 18 -20
leaf_value=0.001216880116947233 0.0012813228469475654 -0.0013857231920437537 -0.0012482347387019603 -0.0012411458826344956 -0.0016546758038086936 -0.00013517363555248923 0.0014989334243450416 -0.0020781793767427888 -0.0014764038578015458 0.0004145259754810204 0.0022203337586587241 -0.00093151474363700824 0.0022132427965998393 0.0012877269357030783 -0.00080735763558402451 0.00016234956521103756 -0.0019118241337252604 0.0014147422826511111 0.00011691112356147529
leaf_weight=0.0015640544658020996 0.0010607476133357432 0.0012990972320295604 0.0010777325742538065 0.0018195336352355698 0.0010169128749397674 0.0012436775700638142 0.0013692373853162474 0.0010256258679900649 0.0011586912988364182 0.0010742836298551972 0.0015227047900243096 0.0010786601912801119 0.0013239878089237322 0.0015436007719779044 0.0011481878981776158 0.0011304281664365045 0.0016122368038935953 0.0011379446503898549 0.001932696404894017
leaf_count=96 168 360 87 126 130 121 263 301 255 172 77 40 99 200 114 447 665 122 67
internal_value=0 -5.5482e-05 1.71882e-05 -6.72721e-05 3.74464e-05 0.000126237 -7.79764e-05 -0.000230354 -8.61705e-05 0.00095247 0.00147333 4.82298e-05 0.000176326 0.000993841 0.000394064 -0.00030002 -0.00105692 0.00020029 0.000597873
internal_weight=0 0.0250793 0.0237802 0.0222161 0.0203966 0.0193797 0.015539 0.0141698 0.0131442 0.00384067 0.00259699 0.0119855 0.0109077 0.00401578 0.00269179 0.00689197 0.00274266 0.0041493 0.00307064
internal_count=3910 3742 3382 3286 3160 3030 2660 2397 2096 370 249 1841 1754 413 314 1341 1112 229 189
is_linear=0
shrinkage=0.00359063


Tree=1095
num_leaves=31
num_cat=0
split_feature=52 480 1213 133 133 403 123 15 483 52 51 15 130 44 48 158 1 43 43 3 12 16 1186 1 0 457 2 48 150 15
split_gain=0.00048978 0.000447408 0.000455233 0.000434671 0.000516829 0.000749577 0.000512101 0.000612209 0.000606154 0.000471205 0.000655986 0.00045494 0.000412234 0.000475742 0.000578389 0.000526215 0.000574116 0.000470259 0.00107378 0.000520922 0.000448229 0.000439219 0.000377596 0.000818413 0.000362765 0.000334765 0.000384804 0.000503484 0.00038708 0.000359283
threshold=-0.42985499999999993 0.086640000000000009 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.024209999999999999 0.088865000000000013 -0.21163499999999999 -0.093164999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088980000000000017 0.12738500000000003 0.085410000000000014 0.11215000000000001 -0.15648499999999999 -0.089949999999999988 -0.15464999999999998 0.095295000000000019 0.15737500000000001 0.085080000000000003 0.087480000000000016 -0.10303999999999998 0.53894500000000012 0.11203000000000002 0.098405000000000006 0.099155000000000007 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 22 -6 8 -8 9 11 -11 -7 -12 14 15 16 17 21 -19 -20 25 -14 23 -5 -18 26 27 28 29 -21
right_child=1 -3 3 4 5 6 7 -9 -10 10 12 -13 13 -15 -16 -17 24 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062761514707596793 -0.00056761250182315128 -0.00067486231014718357 -0.00070596865254042151 -0.00042621866308161074 -0.00093630502405172504 0.00071217581502790541 0.0010315099490066826 4.5644088199892694e-05 -0.00078595392558460726 -0.00091049315212577884 -0.00050256126324019993 -0.00010193347398819171 0.00011737118984928373 -0.00065718834889807553 -0.00061264131253692888 -0.00060609671499025871 0.00090921713506577826 -0.00096936196875404548 0.00087953745375050972 0.00079582610427770867 -0.00043506552909114177 0.0011489862079157593 0.001069556096432235 0.00087804672387090598 7.0106209057789915e-05 -0.00050250470937363608 -0.00046586191092426118 0.00098566001623167417 -0.00045388612259835716 0.00015556164944879034
leaf_weight=0.001687601028433682 0.0016776136261473775 0.0012553459360850191 0.0010032539575832713 0.0012398760347243623 0.0010493042100406238 0.0024582729552378169 0.0014724408520252474 0.001908721982280869 0.0012273933225434566 0.0010359315204447874 0.0018744513310124935 0.0014343293248089131 0.001163498863027356 0.0011901439258394922 0.0014831593370843157 0.0012360366621976251 0.0020301521214758367 0.0013014197912708516 0.0010937733973612604 0.001328152279199901 0.002100050516853135 0.0010239028524665628 0.0010182345299938333 0.0013011149659227783 0.0010222251305997956 0.0010201017892086392 0.0011188407169377976 0.0010836829718559047 0.0011895434447968265 0.0089518974251480959
leaf_count=353 575 237 199 130 456 47 220 62 159 149 79 42 53 26 35 136 81 91 36 18 68 7 18 63 75 11 22 30 97 335
internal_value=0 1.96257e-06 2.00258e-05 4.17593e-05 5.86713e-05 2.20461e-05 4.73454e-05 0.000474972 7.58747e-06 3.53052e-05 -1.16462e-05 0.000412196 1.91751e-05 5.36877e-05 8.48537e-05 0.000125164 0.000162166 9.56153e-05 3.80849e-05 0.000111389 6.13547e-05 0.000600261 0.000478486 0.000241631 0.000628203 0.000132311 0.000179676 0.000237211 0.000166495 0.000238282
internal_weight=0 0.0482929 0.0470375 0.0453599 0.0443567 0.0407974 0.0397481 0.00338116 0.036367 0.0351396 0.031247 0.0038926 0.030211 0.0283366 0.0271464 0.0256633 0.0244272 0.0213749 0.0191875 0.017886 0.0167923 0.0021874 0.00355923 0.00254099 0.00305238 0.0146922 0.0136721 0.0125533 0.0114696 0.01028
internal_count=3910 3557 3320 2745 2546 2335 1879 282 1597 1438 1349 89 1200 1121 1095 1060 924 768 708 617 581 60 211 193 156 513 502 480 450 353
is_linear=0
shrinkage=0.00114875


Tree=1096
num_leaves=21
num_cat=0
split_feature=150 484 151 1 3 151 52 403 13 43 52 2 12 3 16 16 3 43 42 4
split_gain=0.00012954 0.000229873 0.000229216 0.000200116 0.000197109 0.000196149 0.000257297 0.000222452 0.000226229 0.000248413 0.00025675 0.000339256 0.000353459 0.000210847 0.00019945 0.000195319 0.000159013 0.000128517 8.61757e-05 7.4087e-05
threshold=0.082085000000000019 -0.0043499999999999988 0.056555000000000001 0.13562500000000002 0.094625000000000015 -0.03268999999999999 0.11588000000000002 -1.0000000180025095e-35 0.17936000000000002 -0.074254999999999988 -0.072349999999999984 0.087995000000000004 0.089995000000000006 -0.075954999999999981 -0.089864999999999987 -0.25582999999999995 -0.083344999999999989 -0.0060749999999999997 0.084505000000000011 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 16 -3 7 -7 9 13 -11 14 15 18 -12 -13 -2 -8 -9 -16
right_child=2 3 -4 -5 -6 6 17 8 -10 10 11 12 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=-0.0016791654136179633 0.0016121752001138365 -0.0013634786841761532 -0.00068983814732318958 0.0012600273876925852 0.0024140527824045542 -0.0015078732948817174 -0.00033506143349305297 0.0014628769373215156 -0.0010257773244873839 -0.0012181924167382573 -0.0016120065471946412 0.00091438429301231999 -0.00027245530658097876 0.0027609551738229199 -0.00040239305673126798 0.0031131547794200987 -0.00025487471012560246 -0.0021905594509855487 -6.7993951422780374e-05 0.00098360840629326115
leaf_weight=0.0012617699848482431 0.0010595403730923048 0.0016710591192912174 0.0015325444464829863 0.001536690757250935 0.0010325272554165821 0.0010367565942125618 0.0010608996202754115 0.0010141828249810025 0.0016057377121497804 0.0015778166194814185 0.0012179808307247169 0.0010136307770380881 0.0013522396226366418 0.0010278775062179087 0.0010939581230957132 0.0012704636639906397 0.001594779295041703 0.0010235055404590456 0.0010387415575444647 0.0010594641951229278
leaf_count=579 145 192 110 195 78 736 286 105 79 253 130 50 142 89 164 80 180 136 165 16
internal_value=0 -0.000133632 0.000524403 -3.41417e-05 0.00102914 -0.000144234 -1.99491e-05 0.000158677 0.000288861 0.000469805 0.000143263 0.0004498 0.00124124 0.00137981 -0.000403837 0.00213739 0.000490407 -0.00124617 0.000688285 0.000279507
internal_weight=0 0.0208628 0.00521939 0.019601 0.00368685 0.0180643 0.0163933 0.0143089 0.0132721 0.0116664 0.00858555 0.00700774 0.00363633 0.0030808 0.0033714 0.00228409 0.00265432 0.00208441 0.00205292 0.00215342
internal_count=3910 3397 513 2818 403 2623 2431 2009 1273 1194 835 582 272 359 310 130 325 422 270 180
is_linear=0
shrinkage=0.0037357


Tree=1097
num_leaves=19
num_cat=0
split_feature=151 1 0 151 150 457 3 16 16 151 52 1 47 3 15 0 15 12
split_gain=0.000117471 0.000164796 0.000264923 0.000232646 0.000315767 0.000222636 0.000165728 0.0001521 0.000251499 0.00014609 0.000187863 0.000163037 0.000146047 0.000235938 0.000273109 0.000169453 6.07507e-05 1.36704e-06
threshold=0.087190000000000017 0.076710000000000014 -0.084794999999999995 0.056555000000000001 0.082085000000000019 0.048870000000000004 -0.080884999999999985 -0.083144999999999983 0.18936500000000003 -0.03268999999999999 -0.37613999999999997 0.13535500000000003 0.09252500000000001 0.090325000000000003 0.083185000000000023 -0.087614999999999985 -0.106555 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 9 -6 -1 -4 -9 -3 -11 12 13 14 15 -12 -14 -10
right_child=-2 3 7 -5 5 -7 -8 8 17 10 11 -13 16 -15 -16 -17 -18 -19
leaf_value=-0.0025601274090637817 0.00097309036868464425 -0.00092892200179767843 0.00088271000945698433 -0.0014707831626093631 0.00031448344649484962 0.0024868121760774696 -0.00071521340272575446 -0.0014538470353654526 0.000355793461558529 -0.001218793244963455 0.0024362520852372507 0.0017582542459491683 0.00010126971984044418 -0.00070990570542223336 -0.00045656136092456483 0.00071212937943484545 -0.0010920870857089903 0.00054691647096461555
leaf_weight=0.0010383667443891811 0.0015596329644207421 0.0018097354479893477 0.0017324860460987681 0.0010994457479966959 0.0012091196489265607 0.0013277431010962903 0.0017602884779111738 0.0017294028231452947 0.0010014682057518098 0.001119695760015583 0.0014723692256587428 0.001010194274960686 0.0010067314829491636 0.0015778551182439315 0.0013112503102096495 0.0015907574638106547 0.0013257253487470866 0.0010065123074627647
leaf_count=605 136 151 188 41 133 146 309 645 126 168 107 188 68 95 397 205 113 89
internal_value=0 -6.40246e-05 -0.000483223 0.000154514 0.00027557 0.00145144 -0.00139972 -1.42984e-05 -0.000430112 3.15465e-05 0.000198447 0.000369173 0.000199795 0.000504196 0.000942128 0.00154087 -0.000577012 0.000451595
internal_weight=0 0.0241291 0.00826852 0.0158606 0.0147612 0.00253686 0.00279866 0.00546987 0.00373738 0.0122243 0.0104146 0.00929488 0.00828469 0.00595223 0.00437438 0.00306313 0.00233246 0.00200798
internal_count=3910 3774 1962 1812 1771 279 914 1048 860 1492 1341 1173 985 804 709 312 181 215
is_linear=0
shrinkage=0.00366245


Tree=1098
num_leaves=20
num_cat=0
split_feature=4 11 15 13 48 13 160 0 15 0 52 1 52 3 12 3 15 1 52
split_gain=0.000108217 0.000210238 0.000154944 0.000195385 0.000167125 0.000247355 0.000278974 0.000265988 0.000253992 0.000214964 0.000259047 0.000172931 0.000152709 0.000152361 0.000177648 0.000125697 0.000237216 9.28363e-05 5.47691e-05
threshold=0.27020000000000005 0.077165000000000025 -0.11739999999999999 -0.45122499999999993 0.090910000000000005 -0.032264999999999995 -0.025614999999999995 -0.083564999999999987 -0.0039399999999999991 -0.017269999999999997 -0.088354999999999989 0.092550000000000007 -0.030179999999999995 0.11476000000000001 0.089635000000000006 -0.00088499999999999983 -0.074174999999999977 0.085990000000000011 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 -5 10 -8 17 -9 14 -2 -6 -17 18 -12
right_child=13 -3 3 4 15 6 9 12 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0012777786259115054 0.0023343083776310759 -0.0016636251464011073 0.0014934244003677055 -0.001210224326525359 0.0017359264341706884 0.0014267314212729374 -0.0020864615321214354 -0.00084700279038626243 0.00087317429130317819 0.00096846257385592828 -0.0007907510244611046 -0.001179869920384407 -0.0027605382298886705 -0.00036609118618963156 0.00019798205430350457 0.0014246495481224986 -0.0010684097885597411 0.00097268105454002601 0.00040358457526296543
leaf_weight=0.0012234408048600902 0.0010019052507850281 0.0010893101367306915 0.0012065187044731874 0.0015154067562213706 0.0011042673136908987 0.0018809107201477734 0.0010890502684535184 0.0011436776667909064 0.0016282670886164814 0.0018148595079793403 0.0010505964055988054 0.0014704965210365906 0.001095036479484379 0.0013252678693158604 0.0010902995631596468 0.0010447352707414481 0.0010038504938911777 0.0015897224278753619 0.0010102798044638039
leaf_count=227 222 212 39 433 176 217 160 246 325 97 248 94 542 147 103 48 50 109 215
internal_value=0 -9.50566e-05 -1.31895e-05 6.55552e-05 -2.78636e-05 -0.000186196 0.000157198 -0.000818189 -0.000131127 -0.000140357 -0.0004644 -0.000119453 -0.00178298 0.000605549 0.00122102 0.000739896 0.000202998 0.000307694 -0.000205266
internal_weight=0 0.0219604 0.0208711 0.0196477 0.0184412 0.0152883 0.00990592 0.00538239 0.00314367 0.008025 0.00621015 0.0051211 0.00223871 0.00341747 0.0020922 0.00315285 0.00204859 0.0036506 0.00206088
internal_count=3910 3438 3226 2999 2960 2686 1140 1546 758 923 826 666 788 472 325 274 98 572 463
is_linear=0
shrinkage=0.00366245


Tree=1099
num_leaves=20
num_cat=0
split_feature=1 0 1 16 0 13 13 403 0 13 48 4 48 12 0 15 15 15 4
split_gain=0.000125369 0.000169591 0.000198 0.000169805 0.0002993 0.000140789 0.000180568 0.000187257 0.000191601 0.000408723 0.000249746 0.000264103 0.000235211 0.000190338 0.00014535 0.000137457 0.000136632 0.000213456 5.40237e-05
threshold=0.10420500000000001 -0.035699999999999989 0.11052000000000002 -0.072359999999999994 -0.15007499999999999 0.17936000000000002 0.083175000000000013 0.03138500000000001 -0.099864999999999995 -0.07409499999999998 0.086215000000000014 0.0057500000000000008 0.086870000000000017 0.090385000000000007 -0.082394999999999982 -0.069904999999999981 1.0000000180025095e-35 -0.10312999999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 8 10 12 16 -12 13 -10 -9 -5 17 -1 -19
right_child=1 -3 3 15 -6 -7 -8 14 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.00047888987946210359 0.0013163909317365067 0.0016524522014986468 -0.0012349933512666167 -0.0022110292034419306 0.0016448528130323565 -0.0016314868629489984 0.00161376487029289 -0.00013092521032189851 -0.0019966682914688578 -0.002586365917027897 -0.0027104372197637116 0.00039313561204868866 0.001563018913257958 0.00025161389775969344 0.0020899764202249936 -0.00012691243684102429 -0.00071418424619709047 0.0011828161412267319 0.002537982565217544
leaf_weight=0.0010596033739256328 0.0018715092830201563 0.001657877828815213 0.0011621693179837411 0.0011636752540372663 0.0015519118585279879 0.0012060421357972381 0.0010442346658180732 0.0011429594576668894 0.0013416914933591451 0.0019831338653667537 0.0010136628998678177 0.0010059209225392607 0.0010337988827561484 0.0014349454045288201 0.0010331019210405032 0.00116725238617299 0.0010024104069576989 0.0010663259851302351 0.0011009560139823571
leaf_count=84 138 221 94 129 202 149 141 211 686 978 59 48 131 194 143 96 92 65 49
internal_value=0 0.000419801 0.000124336 -0.000317871 0.000411703 -0.000220051 -0.000108521 -0.000235009 -0.000444344 -0.00100648 7.68345e-05 -0.0011646 -0.000184234 -0.000834773 0.000923465 -0.00116737 0.000669647 0.00109953 0.00187123
internal_weight=0 0.0085744 0.00691652 0.00504501 0.00271408 0.0164688 0.0152627 0.0142185 0.0120424 0.00579357 0.00624888 0.00201958 0.00381044 0.00277664 0.00217606 0.00233093 0.0042293 0.00322689 0.00216728
internal_count=3910 880 659 521 296 3030 2881 2740 2386 1989 397 107 1011 880 354 225 290 198 114
is_linear=0
shrinkage=0.00429114


Tree=1100
num_leaves=20
num_cat=0
split_feature=147 484 1374 151 156 11 1 0 3 16 151 16 0 12 16 42 133 43 0
split_gain=0.000116244 0.000167644 0.000137933 0.000167838 0.000166073 0.000205421 0.000190813 0.000263692 0.000219907 0.000195501 0.000291226 0.000202889 0.00020901 0.000193471 0.000156968 0.000129801 0.000209873 0.000207766 1.15346e-05
threshold=0.088565000000000019 -0.0043499999999999988 -0.094679999999999986 0.087190000000000017 0.091280000000000014 0.08184000000000001 0.076710000000000014 -0.084794999999999995 -0.10315499999999998 -0.30307999999999996 -0.0068399999999999989 -0.12467499999999999 -0.10209999999999998 1.0000000180025095e-35 -0.014099999999999998 -1.0000000180025095e-35 0.086685000000000012 -0.077664999999999998 -0.075584999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 14 -8 -10 -11 -12 -13 18 -4 -9 17 -17 -14
right_child=-2 2 3 -5 -6 -7 8 15 9 10 11 12 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0012273504342725258 0.0011936130482818423 -0.0011505588297212777 -0.0019062291903492094 0.0015274416588333859 -0.0013100300345315406 -0.0013058301290942323 0.0019362068508727143 -0.0008167268331388854 -0.00089551988197630417 0.0018808646456888634 0.0014799067306452537 -0.0015987875138929262 0.00071350173179522648 -0.00067999578557166173 -9.7001739512681006e-05 0.0023219196825381258 -0.000637198310510069 0.00023896502815416986 0.0012574382890503091
leaf_weight=0.0014671903964584799 0.0010073130945373867 0.0012147856733046849 0.0015168973698289553 0.0010026330126819962 0.0011380901568916737 0.0012472471650425412 0.0012420253715710325 0.0011182635145310501 0.0014252070070320264 0.0016637186072610008 0.0012246296363815365 0.0010201816195571931 0.001006025919932263 0.0016276961716508165 0.0010436088739896815 0.0011226495674603321 0.001227419372274996 0.0013717811474760538 0.0010044972613770208
leaf_count=592 168 63 512 92 268 140 104 399 186 169 67 57 38 413 140 54 220 137 91
internal_value=0 -5.18145e-05 2.58155e-05 9.38568e-05 2.19887e-05 0.00010236 0.000202071 -0.000236967 0.000520179 0.000324152 0.000554488 0.000179389 -0.000162499 0.000240246 -0.00116883 0.000256003 0.000578315 0.00117642 0.000985263
internal_weight=0 0.0236845 0.0222174 0.0210026 0.0199999 0.0188618 0.0176146 0.00740062 0.010214 0.00897196 0.00754675 0.00588303 0.0046584 0.00363822 0.00256051 0.00484011 0.00372185 0.00249443 0.00201052
internal_count=3910 3742 3150 3087 2995 2727 2587 1462 1125 1021 835 666 599 542 652 810 411 191 129
is_linear=0
shrinkage=0.00359063


Tree=1101
num_leaves=19
num_cat=0
split_feature=4 15 48 1374 15 47 156 3 16 43 12 12 3 151 51 12 16 43
split_gain=0.000114944 0.000183448 0.000159047 0.000174845 0.000138492 0.000341129 0.00020045 0.000183557 0.000197757 0.000286975 0.000135013 0.00025691 0.000114212 0.000113585 0.000130123 9.68176e-05 7.43699e-05 4.39308e-05
threshold=0.27020000000000005 -0.11739999999999999 0.016865000000000002 -0.095439999999999983 -0.0063699999999999989 0.09550500000000002 0.013700000000000002 0.10666500000000002 -0.083144999999999983 -0.15426499999999996 0.091475000000000015 0.086865000000000012 0.11476000000000001 -0.0068399999999999989 0.013805000000000001 0.091735000000000025 0.064860000000000015 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 10 -10 11 -6 15 14 -5 -2 -11 -7
right_child=12 2 3 13 6 17 -8 -9 9 16 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0016823089630816556 0.0023043471992739914 -0.0022097561314149044 -0.00096229625523624573 0.00064696630489177536 -0.00063985355761091611 -0.00032890206485965839 0.0015154345270790117 0.0011435322005514314 0.00036820853477603581 -0.0014144186527432093 -0.0011425816046020402 0.0020220205653404735 -0.00025625379792261341 0.00015383646682266361 0.0025206993659379049 0.00043216610454501348 -0.0030283072042156115 0.00093565289262155418
leaf_weight=0.0012954297002198195 0.001023667722020615 0.0019712104435732946 0.0010987059526605947 0.001495627724697246 0.0013609908990349492 0.0010197993133758132 0.0013942604686564284 0.0014633034025450797 0.0012203857421277942 0.0010189677016626932 0.0010623210995989174 0.0013105759080231372 0.0012946589816738574 0.0019784750249549751 0.001255258876029508 0.0010109419661201713 0.0010862628826775467 0.0010038092741879723
leaf_count=253 231 750 27 125 204 91 198 42 115 784 118 219 147 264 73 94 110 65
internal_value=0 -0.000118009 -1.53523e-05 0.000579752 -0.000264658 -0.000939239 7.07919e-06 -0.000239675 -0.000526388 -0.00128741 0.000151421 0.000665967 0.000740108 0.000937994 0.00150197 0.00137411 -0.00224716 0.000298379
internal_weight=0 0.0210354 0.01974 0.00582807 0.0139119 0.00399482 0.00991707 0.00852281 0.0070595 0.00332562 0.00373389 0.00267157 0.00332927 0.00472936 0.00275089 0.00203461 0.00210523 0.00202361
internal_count=3910 3438 3185 489 2696 906 1790 1592 1550 1009 541 423 472 462 198 325 894 156
is_linear=0
shrinkage=0.00429114


Tree=1102
num_leaves=19
num_cat=0
split_feature=41 1 15 1 0 16 12 43 16 0 0 15 15 151 3 2 16 2
split_gain=0.000112624 0.000137077 0.000183948 0.000308257 0.000246512 0.000299462 0.000141606 0.000228246 0.000285877 0.000199761 0.000139907 0.000172184 0.000133804 0.000173511 0.000114186 7.76413e-05 7.62478e-05 7.05546e-05
threshold=0.078535000000000008 0.10113500000000002 0.035895000000000003 0.11052000000000002 -0.14808999999999997 -0.062279999999999995 0.10129000000000001 -0.17307499999999998 0.15737500000000001 -0.060094999999999989 -0.082604999999999998 -0.0071449999999999994 -0.089594999999999994 -0.0074049999999999993 -0.08095999999999999 0.087995000000000004 -0.074204999999999979 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 16 -5 -6 7 -1 9 10 11 12 13 -9 -13 -16 -3 -15
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 14 -14 17 15 -17 -18 -19
leaf_value=0.0017540965223912829 -0.0011479654755189007 0.0013201881335408035 -0.00089430356578083868 -0.0011991788518347388 0.00241555244089424 -0.00016193206094404397 -0.0015475029003243371 0.00082284248176023702 -0.001843407302910694 0.0015645782505061497 -0.0015645819502108575 -0.00039743341751374438 -0.0017806201079342404 -8.3552032464864837e-05 0.00052398526239149788 0.0020548342081899221 0.0029127746352670906 -0.0015529658856455954
leaf_weight=0.001095272707283824 0.0013728377919570703 0.0010273715090141078 0.0013449392932756155 0.0014790695719857361 0.0012492742652809863 0.0019856222689824676 0.0011681878136441922 0.0018069368645295993 0.0015890952308898485 0.0012734606515376586 0.0010910992840510733 0.0010281764884903163 0.0010502487502546121 0.0010080699809957849 0.0011710048764001502 0.0010865638125077126 0.001018292512628971 0.0012392304275412186
leaf_count=93 195 87 103 86 259 219 328 103 301 70 670 420 330 45 115 67 173 246
internal_value=0 6.85619e-05 0.000498741 0.00077591 0.000195691 0.000833458 -0.000170114 -5.03851e-05 -0.000210497 3.07772e-05 -0.000175231 5.44533e-06 -0.000468603 -0.000128726 0.000741891 0.00126078 0.00211295 -0.000893832
internal_weight=0 0.0227119 0.00810457 0.00675963 0.00471397 0.0032349 0.0146073 0.0134392 0.0123439 0.0107548 0.00948133 0.00839023 0.00510449 0.00405424 0.00328575 0.00225757 0.00204566 0.0022473
internal_count=3910 3715 927 824 564 478 2788 2460 2367 2066 1996 1326 724 394 602 182 260 291
is_linear=0
shrinkage=0.00412451


Tree=1103
num_leaves=30
num_cat=0
split_feature=1213 14 151 4 15 13 52 14 160 0 42 4 1186 43 42 16 16 47 0 4 48 150 47 16 2 13 0 43 0
split_gain=0.000465967 0.000453558 0.000355851 0.000573641 0.000407895 0.000451503 0.000439599 0.000378976 0.000342379 0.00029302 0.000465143 0.000406159 0.000341028 0.00103346 0.000322088 0.000613416 0.000372554 0.000332838 0.000307225 0.000348238 0.000338102 0.000360562 0.000287333 0.000242956 0.000371336 0.000336217 0.000227012 0.000168332 3.58322e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 0.27608500000000008 -0.14676499999999995 -0.094679999999999986 -0.42985499999999993 -0.46879999999999994 -0.23073999999999997 -0.017269999999999997 -0.11403999999999999 -0.23071499999999998 0.083785000000000012 1.0000000180025095e-35 0.088235000000000022 0.032820000000000009 0.0015250000000000001 0.09550500000000002 -0.14012999999999998 -0.0025899999999999994 0.085090000000000013 0.10871000000000001 0.096475000000000019 0.24895000000000003 0.086545000000000025 -0.39373999999999992 -0.070894999999999986 -0.08538999999999998 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 23 -7 -5 -8 10 -10 27 13 14 15 16 17 18 20 -20 -12 -22 28 24 -6 -26 -16 -11 -9
right_child=1 -3 3 7 5 6 8 22 9 11 12 -13 -14 -15 26 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.00070748600643996619 -0.00062979321262627934 -0.00069044170462320036 -0.00063137967285047233 -0.00016581471079815178 -3.0471746082393992e-05 -0.0008201214006985537 -0.00059653778138637169 0.00077172396290948293 -0.00070110259498032726 0.00030107595698451652 0.00045643527350599215 0.00093449407967623719 0.00058071778166660971 -0.0012035582639494471 0.00012031874860540601 -0.0009267249337936472 0.00074531865013519201 0.00051016580660991225 -4.9060320086590122e-07 -0.00076441959443736111 -0.00061053391848371423 0.00022810552021742113 0.0001962318769944077 -0.00010194182730106495 0.001173095916991518 0.00036131698269613983 0.00077939920685622655 -0.00032509823023125551 0.0010860885695398025
leaf_weight=0.0014216936638492403 0.0011903574159948241 0.0013565825676316026 0.0014910369770634859 0.0011109747735027486 0.0015732957430163444 0.0010578828933376907 0.0014299005495917996 0.0011061086105410567 0.001475416115985422 0.0017211687356146754 0.0020077043694328653 0.0011422054815644128 0.0014363175187090951 0.0010589352975047808 0.001948632804419162 0.0010796015572709381 0.0010008390386508923 0.0014292096491876913 0.0016969117538176634 0.0018575085145367057 0.001511686971529258 0.0015359852932306239 0.0012826105897172368 0.0015640211925358471 0.0012887590498773527 0.0018418301035374451 0.0012913152343116971 0.0010138137100446087 0.0010506634283050644
leaf_count=592 83 112 145 55 56 306 257 104 99 35 48 62 65 235 260 76 42 35 382 147 51 14 41 26 63 102 131 74 212
internal_value=0 2.55409e-06 2.65396e-05 4.7097e-05 -8.1397e-06 2.09338e-05 -5.0626e-05 0.000453195 -1.7585e-05 1.80868e-05 -4.32618e-05 0.000323946 1.10988e-05 -3.87329e-05 4.15746e-05 -4.97008e-05 3.60646e-05 -3.46446e-05 -0.000125082 -0.000399713 6.80103e-05 -0.000187871 0.000653144 0.00031429 0.000452686 0.000695499 0.000383002 6.89633e-05 0.000924866
internal_weight=0 0.0405513 0.0391947 0.0380043 0.033454 0.0319629 0.025695 0.00455036 0.0246372 0.0232073 0.0193301 0.00387719 0.0178546 0.0164183 0.0153594 0.0121194 0.0110398 0.010039 0.0086098 0.00355442 0.00505538 0.00304767 0.00343938 0.00626791 0.00470388 0.00313059 0.00323995 0.00273498 0.00215677
internal_count=3910 3318 3206 3123 2711 2566 2319 412 2013 1756 1585 171 1486 1421 1186 795 719 677 642 529 113 65 357 247 221 165 391 109 316
is_linear=0
shrinkage=0.00121906


Tree=1104
num_leaves=19
num_cat=0
split_feature=4 11 3 0 12 52 130 133 16 123 15 160 0 1 13 16 150 1
split_gain=0.000103033 0.000185849 0.000134559 0.000131808 0.000143419 0.000237194 0.000206708 0.000227583 0.000227254 0.000229831 0.000121882 0.000300888 0.000173613 0.000320365 0.000171176 0.0002431 0.00013691 0.000108583
threshold=0.27608500000000008 0.077165000000000025 0.11265500000000002 0.18055000000000002 0.092365000000000017 1.0000000180025095e-35 -0.068134999999999987 -0.0056849999999999991 0.16388500000000003 1.0000000180025095e-35 -0.0089749999999999986 -1.0000000180025095e-35 -0.18087499999999998 0.094890000000000016 -0.074599999999999986 -0.0072149999999999992 0.10808000000000002 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 17 -1 -8 9 10 11 -9 16 -14 -12 -16 -13 -6
right_child=2 -3 -4 -5 5 -7 7 8 -10 -11 14 12 13 -15 15 -17 -18 -19
leaf_value=0.00210236013887064 0.0017311539159989341 -0.0020108575926067402 -0.00020438443878500491 0.0015374680496993078 -0.0009542358778796236 -0.0026868853309164604 -0.0017757989417219091 -0.0022749513236634379 -0.0013839252805515254 0.0024430523765960072 0.0023725542322291441 -0.0019231372508054225 -8.6969873087808634e-05 0.0030767944547401799 -0.0012845732378608786 0.0016015479425143962 0.0004368578956031122 0.00077562374217906183
leaf_weight=0.0010013823114497231 0.0015330056095766978 0.0010189627214929877 0.0014486820076727303 0.0010704205139369085 0.0017411946862994345 0.0010816607617824131 0.0014072478113535689 0.001174001477163132 0.0017119986043127597 0.0010344592317377286 0.0010783009775100216 0.0010121931615572066 0.0019440678911040428 0.0010077816538247575 0.0011834274288627933 0.0012386487070941143 0.0010269162910958585 0.001325121078895819
leaf_count=115 290 212 151 30 427 449 611 376 212 146 249 37 180 73 170 72 15 95
internal_value=0 -0.000113699 0.000790754 -1.72296e-05 -0.000104964 -0.000853431 0.000104519 -4.02524e-05 0.000156524 0.000403 0.000184658 -0.000200667 0.000287258 0.000993161 0.000863302 0.000191388 -0.00073462 -0.00020667
internal_weight=0 0.0210578 0.00298169 0.0200388 0.0189684 0.00414798 0.0148204 0.013819 0.0124118 0.0106998 0.00966534 0.00616496 0.00499096 0.00295185 0.00350038 0.00242208 0.00203911 0.00306632
internal_count=3910 3469 441 3257 3227 971 2256 2141 1530 1318 1172 681 305 253 491 242 52 522
is_linear=0
shrinkage=0.00455379


Tree=1105
num_leaves=31
num_cat=0
split_feature=151 1213 52 1348 1456 14 133 13 52 403 132 124 39 42 16 16 3 13 2 403 48 52 16 0 0 2 2 151 0 133
split_gain=0.000919511 0.000707607 0.00063602 0.000589687 0.000805018 0.000611959 0.00057876 0.000539951 0.00151305 0.000649011 0.00072407 0.000747336 0.000698412 0.001519 0.000554908 0.00130335 0.000617928 0.000478694 0.00094674 0.000433804 0.000427224 0.00037449 0.000461865 0.000490383 0.000639895 0.000615565 0.000648376 0.000513765 0.000423915 0.000371718
threshold=-0.52174999999999983 -1.0000000180025095e-35 -0.51745999999999992 0.088030000000000011 -1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.091229999999999992 0.11588000000000002 -1.0000000180025095e-35 0.079995000000000011 -0.048219999999999992 0.15608500000000003 -0.11145999999999999 0.31524000000000002 0.070590000000000014 -0.14218999999999996 -0.5337599999999999 0.097940000000000013 -0.065924999999999997 0.016865000000000002 0.071660000000000015 -0.004514999999999999 -0.10071499999999999 -0.11524 0.086650000000000019 0.11260500000000001 -0.0088999999999999982 -0.072264999999999982 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 -3 4 -4 6 -6 8 17 -9 11 29 13 -13 15 16 -15 -8 20 -2 -19 22 23 24 25 -18 27 -27 -25 -11
right_child=1 2 3 -5 5 -7 7 9 -10 10 -12 12 -14 14 -16 -17 21 18 -20 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0013050185359988718 -0.0001254566473591811 -0.00096658733614349691 -0.00092148878072602835 0.0010454356703899841 -0.00078668094855205255 -0.00080381429986125239 -0.00014001517402703606 -0.000994682491872297 -0.00082311013853333199 0.000285132745873722 0.00080227902532863744 -0.0013690263083563721 0.0010188116398890279 0.00090251657880238505 0.00072321138612108993 -0.00091611105628172033 -0.0011006127924806342 0.00057991288099840696 0.0012114701692364691 -0.0013729127288321576 -0.00037986198143416641 0.00031363883051652847 0.00037052041554040709 -0.0013563065840963031 0.0005633736159394038 -0.00036791507000124852 -0.00091835489116873486 0.00057269658613802227 -0.00026071572790052958 0.0013729537628515826
leaf_weight=0.0010259211171206309 0.0010109495560499115 0.0011618261534194199 0.0015938029879648393 0.0011208867782510614 0.0013569842701657278 0.0014653544547595923 0.0013807400180336779 0.0011061099319294989 0.0016454120844304762 0.001377257633082384 0.002391445791774415 0.0016335141528833188 0.0011252786922284477 0.0015156762676369192 0.0018357979454814979 0.0029455347830742431 0.0014015036061039154 0.002617940435140742 0.003944795822191427 0.0010939536902966609 0.001312285742671726 0.0051389590969219681 0.0029599511897226713 0.0012050768206869223 0.0021899252865296027 0.0019289602699679165 0.0013559173422663662 0.0025298294618778527 0.0014869785091377154 0.0010384308300794842
leaf_count=65 239 270 298 48 188 85 28 510 85 74 142 86 32 48 64 104 26 89 134 353 39 259 139 230 13 38 32 32 46 114
internal_value=0 6.79091e-06 3.79288e-05 6.05446e-05 3.8677e-05 6.99784e-05 9.69776e-05 0.000123007 0.000389959 4.02545e-05 7.38644e-05 1.88583e-05 -4.17464e-05 -8.41752e-05 -4.95679e-06 -5.91685e-05 5.70835e-05 0.000605608 0.00073634 -0.000773781 0.000259448 -6.36139e-06 -0.000115569 -0.000234496 -8.66295e-05 -0.000283888 -8.70349e-05 0.000165769 -0.000751148 0.000752754
internal_weight=0 0.0548711 0.0527662 0.0516044 0.0504835 0.0488897 0.0474243 0.0460673 0.0109012 0.0351661 0.03406 0.0316686 0.0292529 0.0281276 0.0264941 0.0246583 0.0217128 0.00925576 0.00787502 0.0021049 0.00393023 0.0201971 0.0150581 0.0120982 0.00940614 0.00721621 0.00581471 0.00445879 0.00269206 0.00241569
internal_count=3910 3845 3253 2983 2935 2637 2552 2364 375 1989 1479 1337 1149 1117 1031 967 863 290 262 592 128 815 556 417 141 128 102 70 276 188
is_linear=0
shrinkage=0.00137286


Tree=1106
num_leaves=31
num_cat=0
split_feature=453 52 133 160 1213 133 376 123 1 130 51 0 51 0 0 42 42 43 158 48 16 16 160 48 0 4 150 4 4 0
split_gain=0.000824288 0.000624441 0.000562057 0.000640519 0.000552559 0.000561449 0.000820599 0.00107769 0.000529168 0.000920301 0.000662032 0.000604219 0.000592067 0.000603847 0.000500524 0.000480022 0.000516993 0.000461695 0.000408894 0.000489437 0.000716981 0.000599911 0.000485265 0.000380216 0.000375618 0.000536449 0.00030182 0.000288004 0.000241596 0.000234632
threshold=0.096095000000000014 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -0.085714999999999986 0.11605500000000001 1.0000000180025095e-35 0.10420500000000001 -0.0015749999999999998 -0.093874999999999986 -0.035699999999999989 0.12342500000000002 -0.21145499999999998 0.18055000000000002 0.091955000000000023 0.091230000000000019 -0.0037249999999999996 0.085410000000000014 0.087945000000000009 -0.094359999999999986 -0.083144999999999983 0.087825000000000014 0.14093000000000003 -0.10071499999999999 -0.029114999999999999 0.090695000000000012 0.42353500000000005 -0.08422499999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 17 7 8 9 -7 -11 12 13 -10 15 16 18 -6 19 21 -21 22 29 -14 -23 28 -22 -15 -26 -12
right_child=-2 2 3 4 5 6 -8 -9 11 10 14 -13 23 27 -16 -17 -18 -19 -20 20 26 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00081809453075552981 -0.0010277157045145262 -0.00073163940216079259 -0.00073214717715970178 -0.00059417122244069987 -0.00011417357706091083 -0.0009735365646807079 -0.00093397217615569196 0.00077902802471690145 0.00082016005971467625 -0.00088741235926009538 0.00031265126922642745 0.00075632104099521136 -0.00090421105299099292 -2.9139079943338526e-05 0.00072077884078388082 -0.0007421728694822884 0.00080659726265086432 0.00076560943159457149 -0.00063831982667776925 -0.00086261257076748635 -0.00028969819852298014 0.00023791132845036163 -0.00020663247111707026 5.6925273466472558e-05 -0.00024120906457591879 -0.00076535363725694684 0.0005818841816292512 0.00057580589451896669 0.00047415857844988768 0.00085344625685739007
leaf_weight=0.0011880970049362718 0.0010413043370647293 0.0012632959262421353 0.0013611247426067999 0.0016089494172125676 0.0011068056451151165 0.0014115374656091797 0.0010849812347597512 0.0027025039479104942 0.0018356908606946849 0.0010987663917778048 0.0019457636184840865 0.0022381334665635419 0.0011137473148679087 0.005749650935442217 0.0012891313289173914 0.0011382581834028646 0.0010569650862382032 0.0027254304140417731 0.0013090203397773661 0.0017920007409997218 0.0010981459215414482 0.0029719591858938669 0.0012512146055512208 0.001060127763366836 0.0015493236663632892 0.0018347899165928995 0.0010033393782578059 0.0012674604825408942 0.00104197284329731 0.0023222471225951983
leaf_count=275 36 229 287 534 87 144 27 265 51 185 32 107 27 191 11 285 24 122 106 38 98 43 24 19 98 263 16 78 109 99
internal_value=0 4.84312e-06 2.47026e-05 4.46214e-05 6.73059e-05 9.09572e-05 5.18072e-05 7.84915e-05 2.7843e-05 -7.35292e-05 -1.75719e-05 0.00021213 0.000101673 0.000233579 2.66674e-05 -1.73789e-05 2.56421e-05 0.000511515 -1.99127e-05 2.82414e-05 -0.000328781 0.000135854 0.000422472 -0.000435496 -7.79734e-05 -0.000290079 0.000126433 8.01287e-05 4.64437e-05 0.000606901
internal_weight=0 0.0504204 0.0492323 0.047969 0.0466079 0.044999 0.0411667 0.0400818 0.0373792 0.0241144 0.0227029 0.0132648 0.0110267 0.0088528 0.0216041 0.020315 0.0191767 0.00383224 0.0181198 0.0168108 0.00389349 0.0129173 0.00551923 0.00217388 0.00739805 0.00442609 0.00210149 0.00701711 0.0025913 0.00426801
internal_count=3910 3874 3599 3370 3083 2549 2340 2313 2048 1575 1431 473 366 320 1246 1235 950 209 926 820 152 668 155 46 513 470 114 269 207 131
is_linear=0
shrinkage=0.00114875


Tree=1107
num_leaves=31
num_cat=0
split_feature=453 1429 4 11 1213 0 48 147 403 4 52 160 43 52 1186 475 12 11 40 39 13 0 131 16 16 2 1 3 43 52
split_gain=0.00090422 0.000633121 0.000739077 0.000691288 0.00054812 0.00047755 0.000949293 0.000779404 0.000683681 0.000654942 0.00115842 0.00064538 0.000663955 0.00051175 0.000468342 0.000500744 0.000460526 0.000442957 0.00039139 0.000695171 0.000429447 0.000449259 0.000443594 0.000670627 0.00039932 0.000369009 0.000356976 0.000311449 0.000445092 0.000497469
threshold=0.096095000000000014 -1.0000000180025095e-35 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -0.017269999999999997 -0.09386499999999999 0.088565000000000019 -1.0000000180025095e-35 -0.49837999999999999 0.10433000000000002 -0.23073999999999997 -0.34918499999999997 -0.040174999999999995 0.085080000000000003 -0.08459499999999999 0.086305000000000007 0.088315000000000018 0.096535000000000024 0.005105000000000001 -0.094679999999999986 -0.084304999999999977 0.096950000000000022 0.032820000000000009 0.0015250000000000001 0.086545000000000025 0.10617500000000001 -1.0000000180025095e-35 -0.013304999999999999 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8 10 -7 -10 -13 -11 15 -14 -15 26 19 20 21 25 23 24 27 -17 -4 28 29 -22
right_child=-2 2 17 -5 5 9 7 -9 11 13 -12 12 14 16 -16 18 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097906896963057466 -0.0011633461498309521 -0.00073720236575315894 9.0086440395818735e-05 -0.00089818899402987009 -0.0011902316561329027 -0.00098813055930134573 -0.00097030792794561575 0.0010786435649556727 -0.00089222200463964264 0.0010717952003098724 0.00060915638709352522 -0.00082150001755414799 -0.00075629677998846081 0.0008322845277547509 0.0008909042571197441 -0.00042128634406968696 -0.0001821028530985219 -0.00011305812000092727 -0.0006160611729078045 0.00096754842570414504 -0.00048111217125952908 0.0011151478848099429 0.00080451331180304267 -0.00079757356615779609 0.00075148406331016903 0.00049561930007123087 0.00096164001538827273 0.00012092786281534944 -0.00081668459069353383 0.0004436034063540107
leaf_weight=0.0010158333490539731 0.0010757269177474873 0.0015305469439940702 0.0010525276745241277 0.0013992806623166478 0.001099672687960406 0.0014133399238183131 0.0011917006544207012 0.0010581292727591665 0.0012233378241072726 0.0020905519675364914 0.0015114876489423779 0.001342985935001372 0.0011622324469683634 0.0012565632865166945 0.0011315402588953907 0.0010639276350734583 0.0016858429494668314 0.0014345422446950806 0.0011829048517029142 0.0014980946556200072 0.0019112596381822564 0.0011424020727233133 0.0010051829388828528 0.0017848362090777661 0.0011258735585325539 0.0020990679597243656 0.0026830150100193295 0.0082326645155683734 0.0016638397158974388 0.0018337061330662152
leaf_count=181 36 585 53 121 32 64 541 60 242 63 15 74 162 41 31 41 27 42 20 118 238 29 59 224 62 68 322 99 212 48
internal_value=0 1.19578e-05 3.25826e-05 -2.11346e-05 7.9183e-06 3.59313e-05 -3.17777e-05 8.46781e-06 -2.85436e-05 0.000314614 -0.000162687 9.62492e-06 4.87748e-05 0.000591991 9.23245e-05 5.71722e-05 0.000251094 0.000486013 9.56928e-05 0.000131733 7.4461e-05 0.000433425 -1.35638e-05 -6.32441e-05 2.55097e-05 0.000187202 0.000716071 -3.44073e-05 -0.000270841 -2.83292e-05
internal_weight=0 0.0498269 0.0488111 0.043641 0.0422417 0.0407111 0.0327534 0.0316537 0.0305956 0.00795779 0.00292483 0.0294039 0.0281805 0.00503296 0.0268375 0.025706 0.00294241 0.00517008 0.0245438 0.0233609 0.0218628 0.0043054 0.0175574 0.0165522 0.0147673 0.003163 0.00373554 0.0136415 0.00540881 0.00374497
internal_count=3910 3874 3693 3276 3155 2570 2360 2328 2268 210 79 1727 1485 131 1411 1380 68 417 1218 1198 1080 138 942 883 659 109 375 597 498 286
is_linear=0
shrinkage=0.00126831


Tree=1108
num_leaves=31
num_cat=0
split_feature=158 1213 453 156 4 11 150 1456 403 15 43 43 4 13 160 403 48 150 147 3 52 16 12 3 1 4 4 47 43 3
split_gain=0.000977472 0.0008715 0.000783885 0.000704391 0.000715272 0.000780135 0.000536712 0.000723594 0.000526082 0.000496873 0.000802325 0.000540539 0.00167743 0.000970186 0.00103888 0.000804458 0.000680512 0.000890748 0.000930417 0.000605453 0.000549596 0.000458343 0.000440907 0.000363316 0.000431772 0.00037988 0.000475378 0.000614888 0.000750471 0.000858157
threshold=0.11034000000000001 -1.0000000180025095e-35 0.093320000000000014 0.11896500000000002 0.27608500000000008 0.08184000000000001 -0.099594999999999975 -1.0000000180025095e-35 -0.082404999999999992 -0.10312999999999999 -0.053009999999999995 -0.50992999999999988 -0.51381999999999983 -0.45122499999999993 -0.217635 -1.0000000180025095e-35 0.094800000000000009 0.086420000000000011 0.085530000000000009 0.094625000000000015 -0.40083499999999994 -0.10808 0.10129000000000001 -0.15121499999999996 0.095575000000000007 0.15927500000000003 -0.076329999999999995 0.094695000000000015 -0.088289999999999993 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -8 -1 10 -9 -11 -13 -14 -15 -16 17 18 20 -19 -17 -12 23 -22 25 26 -25 28 -28 -30
right_child=-2 2 -4 -5 -6 -7 7 9 -10 11 21 12 13 14 15 16 -18 19 -20 -21 22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-6.2005779551990709e-05 -0.0011005183388832201 0.00070074213843499119 -0.00099486289988724025 -0.00089689677104603138 0.00046386173972330587 -0.00083380408235421183 -0.00085461273553658155 0.00032249643361387302 -0.001171773667695725 0.00072570347340781183 -0.00029070420002823868 -0.001035313583693897 0.00080304032263526365 -0.0010757983047037733 -0.00080676387482236836 -0.00046732842515415308 0.00062929638112223252 -0.00077462973000118861 -0.00075887282916673913 9.8527272658372199e-05 0.00094169887689320175 -0.0011719710000013533 -0.00031861128561005238 0.00035618018372058621 0.00068390793360020255 0.00081566642635921057 0.00057284320317076717 0.00070249939553583226 -0.00097983402707365924 0.00028406384982223199
leaf_weight=0.0010247729226588453 0.0011408776899025632 0.0016434287793680715 0.0010162255616421581 0.0010712112268593801 0.0054759481716690752 0.001436008325295334 0.0012650332755950447 0.001885412795689323 0.0013711519388756579 0.0017585438656766419 0.0021089899849684457 0.0018215175988345244 0.0026255579886438332 0.0010649296437300606 0.0012833909100840582 0.0014110805151268347 0.0034574548426018472 0.0025483415364515585 0.0013729833794293702 0.0019056133306989409 0.0012909215133021052 0.0013157811961691515 0.0014994557374097264 0.0061839042208488952 0.0031547146121395633 0.0012432675910929456 0.0010188689153230969 0.001015930733501591 0.0022981404028464209 0.0010861302307603182
leaf_count=165 167 35 42 117 406 103 269 97 394 34 69 55 34 219 461 139 106 172 60 33 27 76 74 166 98 19 37 5 220 11
internal_value=0 -5.26922e-06 2.47278e-05 4.38296e-05 6.27819e-05 1.67336e-05 4.31364e-05 1.89135e-05 -0.000697109 4.44041e-05 -0.000291348 9.12723e-05 6.05224e-05 0.000118446 6.1985e-05 0.000101363 0.000140888 7.60134e-05 0.000174497 -0.000401052 0.00023793 -0.000629283 0.00029089 0.000343742 0.0002955 0.000200117 0.000134161 -0.000119194 -0.000308783 -0.000574205
internal_weight=0 0.0576547 0.0552588 0.0542426 0.0531714 0.0476954 0.0462594 0.044616 0.00239592 0.0433509 0.00531018 0.0380407 0.0362822 0.0344607 0.0318351 0.0307702 0.0294868 0.0260294 0.0215754 0.00445395 0.0202024 0.00342477 0.0187913 0.0172919 0.016001 0.0128462 0.011603 0.00541907 0.00440314 0.00338427
internal_count=3910 3743 3184 3142 3025 2619 2516 2481 559 2212 242 1970 1936 1881 1847 1628 1167 1061 856 205 796 145 657 583 556 458 439 273 268 231
is_linear=0
shrinkage=0.00117172


Tree=1109
num_leaves=20
num_cat=0
split_feature=41 4 3 158 159 15 151 16 16 15 2 0 4 1 51 52 2 43 1
split_gain=0.000113508 0.000112897 0.000279558 0.000197125 0.000206407 0.000198367 0.000196865 0.000181012 0.000221646 0.000288553 0.000200024 0.000249655 0.000463293 0.000203564 0.000421042 0.000164963 0.00031578 0.000158362 0.00015484
threshold=0.078535000000000008 0.27608500000000008 0.11476000000000001 0.085745000000000002 0.087945000000000009 -0.11739999999999999 -0.056409999999999995 -0.38486499999999996 -0.15168999999999996 0.090505000000000016 0.086650000000000019 -0.084304999999999977 0.05309500000000001 0.077800000000000022 0.08955500000000001 0.089525000000000007 0.10137500000000001 -0.075819999999999985 0.088385000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 18 -8 -9 10 11 12 -10 15 -15 -12 -17 -13 -7
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 13 17 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0017027923263261608 -0.0011703401067110558 0.0026267254835833343 -0.00035358273378297103 -0.0018068870556964577 0.0016496695343276254 0.00011166686756677458 -0.0017642259828198408 0.0013751425503155527 -0.0037371685592815637 -0.0022038585694771958 -0.0015935044038727037 -0.00087067598976444164 0.00025450454735904645 0.0032810976007946573 -8.2159540931548954e-05 0.0021754546065459526 -0.001132586109979235 0.001218277944884136 0.0022124842240196828
leaf_weight=0.0012539270496941908 0.0014483502580841514 0.0010360176262484413 0.0013153941631477428 0.0010922707873250647 0.0014076272910070456 0.0012974400611456263 0.0011451913767515582 0.0018934281317928249 0.0010621127673925493 0.0011967775224730184 0.0010478398811660031 0.0012573199532328605 0.0010796927020653158 0.0012187431559108619 0.0015662602966344252 0.0010408913109883483 0.0010854806488394264 0.0014263297289975503 0.0012867207682982773
leaf_count=211 195 244 140 310 233 192 81 60 364 535 412 147 24 124 75 153 43 230 137
internal_value=0 6.71028e-05 0.000959523 -3.11481e-05 6.45595e-05 -5.37578e-05 6.37009e-05 -0.000124522 1.08146e-05 -0.00020479 1.7047e-05 -0.000632388 -0.00172495 0.000542925 0.00138963 -0.000199963 0.00048675 0.00023958 0.00115772
internal_weight=0 0.0237095 0.00235141 0.0213581 0.0202658 0.0188582 0.0176042 0.0150201 0.0138749 0.0119814 0.0107847 0.00482546 0.00214181 0.00595922 0.002785 0.00317421 0.00212637 0.00268365 0.00258416
internal_count=3910 3715 384 3331 3021 2788 2577 2248 2167 2107 1572 765 388 807 199 608 196 377 329
is_linear=0
shrinkage=0.00429114


Tree=1110
num_leaves=18
num_cat=0
split_feature=484 52 50 42 15 43 3 47 4 1 48 13 2 4 0 4 4
split_gain=0.000102442 0.000127522 0.000185668 0.000161103 0.000202429 0.000185737 0.000350048 0.000321847 0.000185034 0.000229015 0.00022376 0.000206815 0.000224223 0.000169853 0.000167804 0.000134526 7.49297e-05
threshold=-0.0043499999999999988 0.18936500000000003 0.098870000000000027 -0.11145999999999999 -0.24219999999999997 -0.074254999999999988 -0.075954999999999981 0.096175000000000024 -0.23071499999999998 0.095575000000000007 0.087945000000000009 -0.014114999999999997 0.082715000000000025 0.11205000000000001 -0.15007499999999999 -0.084009999999999987 -0.07606499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 13 8 -7 10 11 -10 -13 15 -11 -6 -14
right_child=1 -3 -4 4 5 7 -8 -9 9 14 -12 12 16 -15 -16 -17 -18
leaf_value=-0.0011127451167169311 -0.0015883387950264317 -0.0013056868117297799 0.0020518517291217278 0.0020631190811211167 0.00044507713463451268 -0.0012929323210234835 0.0024955572750813729 -0.0022562457997666163 -0.0012366598340451604 0.00043470871720402486 -0.0021452345381415693 -0.00074295145739457506 0.0024526187315779798 0.0015182169210216808 0.0028915518372470204 -0.0013773462859090768 0.00088997930657112477
leaf_weight=0.0016151876808587337 0.0011566323447235035 0.0013114962886250836 0.0010214350087017756 0.0010949875559076406 0.0016512666699048106 0.0018993527912516362 0.0016401816584822289 0.0014939097943204019 0.0015289385290520562 0.001339208651700563 0.00100142662588798 0.001408310687337282 0.0010468991623658885 0.0011929373605565896 0.0010122265109471229 0.0017095564169141431 0.0016225668939031171
leaf_count=612 171 353 163 257 165 166 202 119 593 74 83 84 176 42 124 407 119
internal_value=0 7.34509e-05 0.000156345 6.32542e-05 0.000160511 4.8182e-05 0.00069174 -0.00027451 -1.8737e-06 0.00027182 -0.000162479 0.000191665 0.000727207 4.20372e-05 0.00149231 -0.000481939 0.00150281
internal_weight=0 0.0231313 0.0218198 0.0207984 0.0196418 0.0185468 0.00619394 0.0123528 0.0108589 0.00895958 0.00660814 0.00560672 0.00407778 0.00455376 0.00235144 0.00336082 0.00266947
internal_count=3910 3298 2945 2782 2611 2354 816 1538 1419 1253 1055 972 379 614 198 572 295
is_linear=0
shrinkage=0.00455379


Tree=1111
num_leaves=19
num_cat=0
split_feature=124 4 0 48 2 48 14 1 12 15 130 133 15 160 13 2 150 13
split_gain=0.000109317 0.00013926 0.000249639 0.000209984 0.000201727 0.000228321 0.000287088 0.000658829 0.000186979 0.000160262 0.000129512 0.000323471 0.000148565 0.000173802 0.000159354 0.000170632 0.000116003 8.45596e-05
threshold=0.10230000000000002 -0.49837999999999999 1.0000000180025095e-35 -0.086624999999999994 0.099015000000000006 0.12675000000000003 -0.23083499999999998 0.10420500000000001 0.09258000000000001 -0.11739999999999999 -0.081624999999999989 -0.0056849999999999991 -0.10071499999999999 -1.0000000180025095e-35 -0.083514999999999992 1.0000000180025095e-35 0.086420000000000011 -0.083244999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 -6 17 -4 -5 -11 -12 -13 -14 -15 -16 -17 -8
right_child=-2 2 8 4 5 -7 7 -9 -10 10 11 12 13 14 15 16 -18 -19
leaf_value=-0.0013673301573493223 0.0013717808582684747 -0.0020052779269626947 0.0026408931748511397 -0.0019006904528705477 -0.00071159201869372066 -0.0010123788724983917 0.00090196080133044746 0.0036974634178916057 0.0001794896072086777 0.0012699228251506801 -0.0023200224935791343 0.0010907254420897 -0.0017337205766207731 0.001182099545398224 -0.0015915218525267417 0.00089363004074559794 -0.00083566694146811819 -0.00084920795473976873
leaf_weight=0.0014160593857174266 0.0010204970805190996 0.0010459727692695422 0.0010977309368819235 0.0011097422440707978 0.0012969437285673124 0.0012801253543349711 0.001005085568181574 0.0016023601882425575 0.001178290939536808 0.0010158152926364209 0.0013197820027101787 0.0017159151630981011 0.0013019012139400387 0.0015476472225567899 0.0015058944394606474 0.0017396365913733003 0.0012118935522948959 0.0010261446391477405
leaf_count=174 52 82 154 252 101 98 92 227 81 89 672 40 569 195 309 323 35 365
internal_value=0 -6.29604e-05 2.09938e-05 -0.000134277 -2.95057e-05 0.000602342 0.00102158 0.0016402 0.00136663 -0.000344241 -0.000192173 -0.000335774 -4.55374e-05 -0.000312369 -4.21955e-06 -0.000416117 0.000183583 1.72987e-05
internal_weight=0 0.0234169 0.0220009 0.0197249 0.0186789 0.00621066 0.00493053 0.00363359 0.00227602 0.0124682 0.0113585 0.0103427 0.00902289 0.00730697 0.00600507 0.00445742 0.00295153 0.00203123
internal_count=3910 3858 3684 3449 3367 883 785 684 235 2484 2232 2143 1471 1431 862 667 358 457
is_linear=0
shrinkage=0.00429114


Tree=1112
num_leaves=31
num_cat=0
split_feature=31 14 1429 1213 33 1365 133 124 42 123 158 483 9 4 15 151 133 130 43 4 13 2 15 43 49 43 1374 50 12 43
split_gain=0.000774756 0.000579961 0.000552843 0.000558365 0.000548201 0.000534769 0.000461642 0.000512712 0.00088249 0.0007458 0.000662369 0.000673731 0.000546764 0.000622761 0.000795884 0.000528545 0.00051712 0.000556884 0.000561024 0.000998566 0.000735898 0.000541288 0.000516852 0.000891817 0.000815877 0.000411387 0.000495334 0.000641083 0.000819529 0.000641313
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.007134999999999999 1.0000000180025095e-35 -0.26719999999999994 0.51367000000000018 -0.11145999999999999 0.083745000000000014 0.085745000000000002 0.091685000000000016 0.091370000000000021 0.25367000000000006 -0.14097499999999996 -0.0008699999999999999 -0.085714999999999986 -0.0015749999999999998 -0.50749999999999995 -0.51381999999999983 -0.26418499999999995 -1.0000000180025095e-35 0.091435000000000002 -0.066289999999999988 -0.085974999999999982 -0.090634999999999979 -0.094679999999999986 0.082310000000000008 0.085325000000000012 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -8 10 11 12 13 14 -10 -15 -16 -18 -19 -20 -21 -22 24 -24 -23 -26 -27 28 -28 -30
right_child=1 -3 3 4 5 -7 7 -9 9 -11 -12 -13 -14 15 16 -17 17 18 19 20 21 22 23 -25 25 26 27 -29 29 -31
leaf_value=0.0010670410069684045 -0.0009286236384168701 -0.0008294089961958681 -0.00071335264144944911 -0.00077360492834060209 -0.00061533202386672957 -0.00081636653769358693 -0.00072578264151257788 0.00091951526709913663 -0.0010538865517546736 0.00086191060416645495 -0.00066543606513444823 -0.00078847574664436695 0.00085447042645744908 -0.00016541879103657974 0.00058601383069832613 0.00078285455794018378 -0.00062448828612305665 0.00095973272024800808 -0.0011656221088421012 0.0007126116988449688 -0.00088135014093490961 -0.0007694612927703346 0.00055748893107386522 -0.00090084725776879478 -0.00035947055913947753 -0.00024346470209445249 0.00084990297924802157 -0.00035781577257218151 -0.00078963067748202354 0.00042436453236169617
leaf_weight=0.0010160182949883181 0.0010753147603108628 0.0014964962506898152 0.0017520361963328781 0.0013776802722134098 0.001579061819899418 0.0011507094042748625 0.0021824738172513949 0.0011468398802207949 0.0010476619389146969 0.0019766948315300672 0.0019078492630934521 0.0013241647143396587 0.0016127329929442871 0.0012986202352189835 0.0028346777219430677 0.0034772827765852101 0.0020170907453138645 0.0010865763181016055 0.001076555397737859 0.0026487213769463827 0.0010593368056106408 0.0014270608481856658 0.0010012169469275634 0.0020674356163232757 0.0016447622507699275 0.0021189427298713434 0.0056333602323835157 0.0014336682572144164 0.0010070862426045961 0.0022954667067693864
leaf_count=113 178 124 578 41 204 73 147 14 82 186 220 189 36 62 135 122 137 11 32 71 26 72 104 170 124 49 164 206 69 171
internal_value=0 -5.09118e-05 -2.86195e-05 -9.71212e-06 1.52264e-05 3.78408e-05 5.87967e-05 8.22817e-05 6.05483e-05 0.000101412 6.3849e-05 0.000100356 0.000132349 9.92408e-05 3.23509e-05 0.000525009 7.11221e-05 1.60806e-05 6.88183e-05 2.74729e-05 8.49752e-05 5.37707e-07 5.06862e-05 -0.000425032 0.000144503 0.000236787 0.000315315 0.000429497 0.000555813 5.41667e-05
internal_weight=0 0.0537576 0.0522611 0.0511858 0.0494337 0.048056 0.0469053 0.0453263 0.0441794 0.041997 0.0400203 0.0381124 0.0367883 0.0351755 0.0303996 0.0047759 0.029352 0.0265173 0.0245002 0.0234136 0.0223371 0.0196883 0.018629 0.00306865 0.0155603 0.0141333 0.0124885 0.0103696 0.00893591 0.00330255
internal_count=3910 3797 3673 3495 2917 2876 2803 2599 2585 2438 2252 2032 1843 1807 1623 184 1541 1406 1269 1258 1226 1155 1129 274 855 783 659 610 404 240
is_linear=0
shrinkage=0.00126831


Tree=1113
num_leaves=31
num_cat=0
split_feature=3 40 42 52 160 133 43 43 160 52 51 47 1 3 12 3 3 1 12 4 48 16 2 15 1 16 16 0 3 150
split_gain=0.000505783 0.000573908 0.000614211 0.000562832 0.000580486 0.000479221 0.000561453 0.00090963 0.00076457 0.000827049 0.00067164 0.000666312 0.000907311 0.000612244 0.000612798 0.000744696 0.000541131 0.00047853 0.000617359 0.00046618 0.000563411 0.000407212 0.000372635 0.000468672 0.000361166 0.000377356 0.000453378 0.000209504 0.000200689 0.000194801
threshold=0.15165000000000003 0.053870000000000008 -0.11403999999999999 -0.42985499999999993 -0.40446999999999994 0.093845000000000026 -0.06705499999999999 -0.0037249999999999996 -1.0000000180025095e-35 -0.015539999999999998 0.12190000000000002 0.10933000000000002 0.10420500000000001 -0.078669999999999976 0.085845000000000019 -0.100615 0.12566000000000002 0.13304000000000002 -0.051479999999999991 -0.23071499999999998 0.087945000000000009 -0.078844999999999985 0.086650000000000019 0.088345000000000021 0.092550000000000007 -0.089864999999999987 -0.029944999999999996 -0.10943499999999999 0.092005000000000017 0.095275000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -8 9 -6 11 12 19 14 -10 -16 -14 18 -2 -9 22 -7 24 28 25 -21 -27 -20 -24 -22
right_child=17 -3 3 4 5 21 7 10 13 -11 -12 -13 16 -15 15 -17 -18 -19 27 20 29 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00093149676878126421 -0.00074369548887381345 0.00075121352349853839 -0.00098219165746399805 -0.00099231278895493087 0.00037639062954100585 -7.052542333874586e-05 -0.0012724377965820295 -0.00075201615608435301 0.00082646337063887933 -0.0012453584606109593 -0.00082308408869557039 -0.0010383704159502303 0.0010200801966047605 0.0010262142604477568 0.00041529316559954082 -0.0010576989362309692 -0.00012614994157365069 0.001264140515701995 6.3033282274436861e-05 -0.00042153944862375893 -0.0010729984763213686 -0.0010834825884724372 0.00055566605935665448 -0.00024038598000488952 -0.00072515325514602689 0.00085702118886170754 -0.00024224036639940895 0.00087108278973889106 0.0013427900889334404 -0.0001895000903473492
leaf_weight=0.00176245889649873 0.0010661757481500445 0.0016551788295864336 0.0013304950489256276 0.0012535997011880176 0.0014200619650963642 0.0018054151625391812 0.0012342590364799724 0.0016680327468918581 0.0019968814261274734 0.0011701718018080074 0.001889288751164008 0.0010464968715595538 0.0031075326826872631 0.0031565626220747536 0.0016665356346612379 0.0012076087438045438 0.0011516622291765088 0.0010572493788075787 0.0011099203182070028 0.0016078125966640863 0.0010197444802551034 0.0014679393493370182 0.0018567347557447156 0.0011568242593080758 0.0012252085163622084 0.0019526968941223563 0.001258937493995773 0.0015956402091035207 0.0010259993031240811 0.0010168073628165075
leaf_count=206 26 73 328 283 186 231 388 70 100 228 48 50 128 229 38 162 16 119 42 81 73 310 110 118 44 106 63 22 18 14
internal_value=0 -7.31492e-05 -0.000106877 -6.93156e-05 -3.6808e-05 -3.63583e-06 4.83169e-05 -8.07974e-05 0.000318492 -0.000356256 -1.07055e-05 6.96746e-05 0.000133924 0.00053621 0.000218673 -0.000203603 0.000710146 0.00041489 0.000176838 -4.40646e-05 5.33621e-05 -0.000524787 0.000191751 0.000527618 -3.27038e-05 0.000143332 0.000426119 0.000539591 0.000835813 -0.000631886
internal_weight=0 0.0421109 0.0404558 0.0386933 0.0373628 0.0361092 0.0328359 0.022218 0.0106178 0.00259023 0.0209838 0.0190945 0.018048 0.00802759 0.00487103 0.00287414 0.00425919 0.00482899 0.00377174 0.0137888 0.0121208 0.00327335 0.0100842 0.00403956 0.00604466 0.00481945 0.00321163 0.00270556 0.00288273 0.00203655
internal_count=3910 3701 3628 3422 3094 2811 2270 1327 943 414 939 891 841 529 300 200 144 209 90 697 627 541 540 246 294 250 169 64 128 87
is_linear=0
shrinkage=0.00142833


Tree=1114
num_leaves=31
num_cat=0
split_feature=453 1348 1456 14 52 38 3 124 39 42 133 1456 15 1374 158 14 130 3 133 43 12 4 49 13 42 49 3 15 52 4
split_gain=0.000920647 0.000638736 0.000870395 0.000663186 0.000604523 0.000603735 0.00133135 0.000892261 0.000698399 0.000920642 0.000602803 0.000560888 0.000643864 0.000864629 0.000854457 0.000511395 0.000503246 0.000574196 0.000596628 0.000687645 0.000613658 0.000575107 0.000918241 0.000605384 0.00038994 0.000386335 0.000501216 0.000582039 0.000375239 0.000358694
threshold=0.096095000000000014 0.084895000000000012 -1.0000000180025095e-35 0.077685000000000018 -0.51745999999999992 0.11976000000000002 0.30601500000000009 -0.048219999999999992 0.15608500000000003 -0.11145999999999999 -0.26719999999999994 0.075285000000000005 -0.24219999999999997 0.086000000000000007 0.085745000000000002 -0.46697999999999995 -0.088449999999999987 -0.100615 0.0068000000000000014 -0.15426499999999996 0.09112000000000002 0.0066400000000000009 -0.085974999999999982 0.0024700000000000004 -0.026374999999999999 0.090445000000000011 -0.077894999999999978 -0.095799999999999982 -0.081429999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 24 9 -9 -11 12 15 14 16 -12 -14 18 19 -18 -21 22 -19 28 -6 26 -23 -28 -24 -30
right_child=-2 -3 3 -5 5 -7 -8 8 -10 10 11 -13 13 -15 -16 -17 17 21 -20 20 -22 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00098112789267283023 -0.001257413639468255 0.0010009947101934516 -0.00097127806553347405 -0.00090157779900212637 0.0002060873136867313 -0.00094037484195483539 0.0014003974098738656 -0.00097533064305402144 0.0010990192374641379 -0.000925370763998876 1.9941496279731178e-05 -0.00095783250949783676 -0.00063645951192703139 -0.0012398089397066701 -0.0012024308596689263 0.0012960509651485136 0.0013325786110263901 -0.0012169931896550844 -0.00035117031922536119 0.00086068842621018853 -0.00021236687235463381 -0.00064221239066043973 0.00050751548544631514 -0.00085400664372240961 0.0011592019377942482 0.00087735409585863592 -0.00021237498423025533 0.0006185450735899311 5.9035530205727148e-05 -0.00065378287819120725
leaf_weight=0.0018304132822506139 0.0011838502720991064 0.0012001606919547205 0.0011612636524526146 0.001550665125900518 0.001541490092212161 0.0011778045240333759 0.001440874730493035 0.0019921037605462591 0.0010714675629586159 0.0013389701976516113 0.0010858568528333556 0.001097408205647298 0.0017995843227472377 0.00105367715763549 0.0010417384863394821 0.0014224893539518382 0.0019743796430304883 0.0014291168130498031 0.0014350269548308869 0.0021124638335443388 0.0020681915497675618 0.0013008189142125213 0.0028957668265547918 0.0015800225254291598 0.0018541302561985154 0.0017657346531718696 0.002659752253087789 0.0043674653096399379 0.007701983303740877 0.001687573017478931
leaf_count=364 36 80 231 104 55 25 141 161 34 187 24 242 75 67 93 90 18 58 47 58 41 54 128 145 206 70 38 84 869 85
internal_value=0 -9.69353e-06 -3.15735e-05 8.48554e-07 2.77298e-05 5.05236e-05 7.39977e-05 3.44101e-05 -1.79532e-05 -4.52711e-05 -9.65415e-07 2.96122e-05 5.71283e-05 1.04285e-05 4.72057e-05 0.000743626 8.46374e-05 0.000123987 0.000461924 0.000651495 0.000329842 2.2957e-05 -0.000148259 -3.81036e-05 0.000726522 0.00028239 0.000156244 0.000304048 6.68302e-05 -6.90784e-05
internal_weight=0 0.0566384 0.0554382 0.0536078 0.0520572 0.0508959 0.0497181 0.0482772 0.0448816 0.0438101 0.041818 0.040479 0.0393816 0.0368733 0.0358196 0.00250835 0.0347779 0.0329783 0.00759006 0.00615504 0.00418066 0.0253882 0.0152945 0.0138653 0.00339562 0.0100938 0.00832804 0.00702722 0.0122853 0.00938956
internal_count=3910 3874 3794 3430 3326 3095 3070 2929 2668 2634 2473 2286 2044 1930 1863 114 1770 1695 164 117 99 1531 1285 1227 261 246 176 122 1082 954
is_linear=0
shrinkage=0.00140032


Tree=1115
num_leaves=19
num_cat=0
split_feature=147 52 15 11 0 16 0 47 13 4 42 457 2 1 151 2 457 4
split_gain=0.00011133 0.000163069 0.00016118 0.000211183 0.000175355 0.000165648 0.000181724 0.000164082 0.000158862 0.000174497 0.000137601 0.000152442 0.000192938 0.000294731 9.79142e-05 0.000182275 0.000134712 0.00010056
threshold=0.088565000000000019 0.28122000000000008 -0.24219999999999997 0.081005000000000008 0.18055000000000002 0.31524000000000002 -0.07773999999999999 0.10843500000000002 -0.074599999999999986 -0.23071499999999998 -1.0000000180025095e-35 -0.066264999999999991 0.11362000000000001 0.099595000000000017 -0.083919999999999981 0.086545000000000025 0.085130000000000025 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 10 -7 -8 -10 -4 -12 13 14 -13 17 -17 -16
right_child=-2 -3 3 -5 -6 7 8 -9 9 -11 11 12 -14 -15 15 16 -18 -19
leaf_value=0.0013051362848298018 0.0014469210855118642 -0.0016164921619147489 -0.0013989955213111226 -0.0019999968398815328 0.0017593353989220531 -0.0024633747266780614 0.0021520878073186009 3.2042155539933224e-05 -0.00092206982408878687 0.0013441567952493909 -0.0016210609314915633 -0.0010953599346550777 -0.0017076493767604051 0.0023045258788823865 0.00032357467381567858 0.00027593754937811155 0.0021530680986226202 -0.0012733040103992867
leaf_weight=0.0017929167164243932 0.0010089353050528596 0.0012814871080878412 0.0016565950494719433 0.0010931063778312202 0.0010865951778882268 0.0010943587703585713 0.001329139252382483 0.0010098204877782013 0.0012891573042754789 0.001426676633613992 0.0010697416961105146 0.0012959661567941722 0.0010004205398921337 0.0013237293979104781 0.0015012794557242269 0.0019811022229024346 0.0012383230184553895 0.0016497630188086459
leaf_count=290 168 360 652 182 27 197 160 67 113 399 206 134 68 70 360 317 21 119
internal_value=0 -6.67964e-05 2.01576e-05 -8.93114e-05 1.53654e-05 -8.50789e-05 6.31405e-05 -0.00126579 0.000887375 0.00026842 -0.00019903 -1.93018e-05 0.000152207 0.00035917 2.32743e-05 0.000250842 0.000997959 -0.000512489
internal_weight=0 0.0241202 0.0228387 0.0210458 0.0199527 0.0188661 0.0167619 0.00210418 0.00404497 0.00271583 0.0127169 0.0110603 0.00999058 0.00899016 0.00766643 0.00637047 0.00321943 0.00315104
internal_count=3910 3742 3382 3092 2910 2883 2619 264 672 512 1947 1295 1089 1021 951 817 338 479
is_linear=0
shrinkage=0.0044645


Tree=1116
num_leaves=31
num_cat=0
split_feature=3 14 124 1213 52 133 133 3 16 160 49 49 151 1 12 130 15 457 151 158 15 16 48 16 1 15 3 160 47 4
split_gain=0.000645085 0.000630404 0.000582386 0.000467208 0.000468598 0.000535186 0.00075084 0.00051591 0.00053838 0.000449933 0.000460637 0.000531711 0.00041206 0.0004109 0.000348618 0.000336828 0.000415239 0.000460806 0.000644608 0.000658716 0.000621907 0.000485872 0.00105029 0.0004995 0.000481777 0.00074504 0.000427554 0.000399778 0.00036718 0.00026492
threshold=0.31335500000000011 0.077685000000000018 -0.061329999999999989 -1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.085714999999999986 -0.15464999999999998 -0.069144999999999984 -0.11175999999999998 0.18307500000000002 0.10581000000000002 -0.010684999999999998 0.099115000000000023 0.086765000000000023 -1.0000000180025095e-35 0.10043500000000001 -0.0015249999999999997 0.056555000000000001 0.087355000000000016 -0.085499999999999979 -0.083144999999999983 0.092250000000000013 -0.057604999999999996 0.085990000000000011 0.083935000000000023 -0.074679999999999983 0.086620000000000016 0.09550500000000002 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -5 -6 14 8 -8 12 11 15 -9 -1 -7 -11 17 20 19 21 -17 22 24 -23 25 -19 -18 28 29 -25
right_child=-2 -3 3 4 5 6 7 9 -10 10 -12 -13 -14 -15 -16 16 26 18 -20 -21 -22 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00012970052701281539 0.00073568259478089335 -0.00086273597668470382 -0.00071658653867420947 -0.00087281385421394465 -0.00083354722133532812 2.3932251710526588e-05 0.0011668931624842353 1.2519804411866305e-05 8.9621325328226626e-05 -0.00060170432752187344 -0.00089811823885581278 0.00065210190427866333 -0.0010679376636224026 0.0010850201523825661 0.00087143357335821878 -0.0012787216699603247 -3.9572487119964584e-05 -0.00031441664148397708 -0.00057704016703043497 -0.00069533330227744051 0.00015559386981717845 -0.00059765772372521217 -0.00047187118643197609 0.00011688154520856716 0.001169832150754883 0.0010738058403055258 -0.0011334021904300779 0.00082218095065806436 0.00052761380165201389 -0.00042869959819948674
leaf_weight=0.0018133261702706341 0.0018553426281566745 0.0015157466380617537 0.001707621034489736 0.0010678556322710744 0.0012651721161440746 0.0012309555802718633 0.0011392171211879187 0.0010093613492632159 0.0024379218586574247 0.0017838369603864193 0.0010175330581425604 0.0018848304864472745 0.0014243779005677628 0.0012892520623730697 0.002388462124362889 0.0010089444289427263 0.001329097893442821 0.0012906846532934465 0.0022068401021035902 0.0013979869849032869 0.0010147820373653796 0.001629746599581732 0.0014405824540624224 0.0040058553455666205 0.0026015443827085427 0.0012973916568146393 0.0010873290603945476 0.001376344984676591 0.002193577650329015 0.0023712497835147129
leaf_count=87 148 125 571 263 190 69 53 45 61 165 62 125 302 185 112 55 46 60 71 109 121 237 26 180 101 46 98 52 33 112
internal_value=0 -4.13807e-05 -1.52872e-05 -5.29809e-05 -2.65672e-05 -4.9657e-06 2.08745e-05 -3.42092e-05 0.000432702 -8.42575e-05 -4.21267e-05 -1.30164e-05 -0.000619832 0.000526676 0.0005832 -5.77319e-05 -2.07686e-05 3.1036e-05 8.58262e-05 0.000160442 -0.000559495 0.000226151 0.000505405 6.62181e-05 0.000776686 0.000381493 -0.000531767 0.000174989 7.10583e-05 -8.59862e-05
internal_weight=0 0.0492274 0.0477117 0.0446091 0.0429015 0.0418336 0.0405685 0.036949 0.00357714 0.0333719 0.0309382 0.0299206 0.00243374 0.00310258 0.00361942 0.0280358 0.026252 0.0238355 0.0218118 0.019605 0.00202373 0.018207 0.0066302 0.0115768 0.00518962 0.00258808 0.00241643 0.00994703 0.00857068 0.00637711
internal_count=3910 3762 3637 3365 2794 2531 2341 2160 114 2046 1699 1637 347 272 181 1512 1347 1203 1027 956 176 847 233 614 207 106 144 377 325 292
is_linear=0
shrinkage=0.00129368


Tree=1117
num_leaves=20
num_cat=0
split_feature=124 12 123 133 160 474 160 12 52 151 4 457 13 52 2 1 2 0 3
split_gain=0.000113855 0.00013819 0.000119002 0.000184087 0.000170887 0.000322664 0.000295375 0.000223907 0.000207879 0.000264291 0.000297249 0.000295241 0.00023596 0.000234474 0.000198392 0.000146209 0.000138776 0.00010331 0.00027347
threshold=0.10385500000000002 0.11655500000000001 1.0000000180025095e-35 -0.085714999999999986 -1.0000000180025095e-35 0.084655000000000022 -0.098319999999999991 -0.0089849999999999982 0.14114500000000005 -0.083919999999999981 0.074650000000000008 0.084715000000000013 -0.070604999999999987 -1.0000000180025095e-35 0.098195000000000018 0.10937500000000001 0.088485000000000022 -0.10131499999999999 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 6 -5 -6 9 -9 11 12 14 -14 -11 -12 -1 -15 -19
right_child=-2 -3 -4 4 7 -7 -8 8 -10 10 15 -13 13 17 -16 -17 -18 18 -20
leaf_value=6.8679585015329742e-05 0.0014223255803062363 -0.0016422629084561118 0.001118768872196339 -0.0006352696108852965 -0.0018451478580371527 0.00066869663182490423 -0.0036040449445500526 -0.0019615485593254402 0.0020340876645291352 -0.00065605705472932235 0.00068554860774571412 0.0013116285281940874 -0.0028590586937618295 0.00041364013302982446 0.0019555944818673157 0.0027294422186869209 0.0022858981140608113 0.00024811970913410765 -0.0027751001009274183
leaf_weight=0.0011363372749528941 0.0010259141346364844 0.0010210497986462971 0.001697269677569834 0.001466009685595307 0.0011755476451987832 0.0014011727693556131 0.0011423315383010833 0.0012024382124430364 0.001032218809221803 0.0012156831430993878 0.0019387713607436083 0.0019192582738112307 0.0011942188242817916 0.0012220442655994637 0.0010288176146877603 0.0010249891111744347 0.0010319266410677153 0.0012300009643227408 0.0010734849585910637
leaf_count=307 49 180 301 400 139 230 345 150 68 330 113 56 266 21 97 70 222 150 416
internal_value=0 -6.64365e-05 3.11913e-06 -8.52194e-05 -0.000221292 -0.0010254 -0.00193545 -9.97908e-06 0.000143219 -6.34649e-06 0.000192097 -0.000208358 -0.000627247 -0.00118284 0.000541052 0.00139241 0.0011239 -0.000615043 -0.00116078
internal_weight=0 0.0241536 0.0231325 0.0214353 0.019267 0.00400951 0.00260834 0.0152575 0.0140819 0.0130497 0.0118473 0.00888351 0.00696425 0.00471975 0.0022445 0.00296376 0.00216826 0.00352553 0.00230349
internal_count=3910 3861 3681 3380 2851 975 745 1876 1737 1669 1519 1336 1280 853 427 183 529 587 566
is_linear=0
shrinkage=0.00437696


Tree=1118
num_leaves=31
num_cat=0
split_feature=453 123 123 1 42 2 1429 4 483 132 133 1374 1213 3 44 15 158 1 42 4 0 42 16 0 49 47 1375 1 3 3
split_gain=0.000896655 0.000687037 0.000775263 0.000632143 0.000679373 0.000595159 0.000589883 0.000679334 0.00084837 0.000560628 0.000512741 0.00049138 0.000492773 0.000626195 0.000519028 0.000594064 0.000686521 0.000579637 0.000656612 0.000527413 0.000550598 0.000498616 0.000662642 0.000506556 0.000778395 0.000593953 0.000542932 0.000754681 0.000443647 0.000563029
threshold=0.096095000000000014 0.13456000000000004 1.0000000180025095e-35 0.15770500000000001 -0.11145999999999999 0.11290500000000002 -1.0000000180025095e-35 0.51060500000000009 0.088030000000000011 -1.0000000180025095e-35 0.084760000000000016 0.087110000000000007 -1.0000000180025095e-35 -0.12008499999999998 0.081710000000000019 -0.24219999999999997 0.085745000000000002 0.12263000000000002 0.092145000000000019 -0.51381999999999983 0.15480500000000005 0.091330000000000008 0.22945500000000005 0.039665000000000006 -0.085974999999999982 0.09252500000000001 -0.43271999999999994 0.094695000000000015 0.084925000000000014 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 -6 8 9 -8 -4 12 13 -11 15 -14 17 18 19 -17 21 22 23 24 -21 26 -26 28 29 -28
right_child=-2 -3 5 -5 6 -7 7 -9 -10 11 -12 -13 14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00099429386906865411 -0.0012059935751346127 -0.001109506599875123 -0.00043898347280878328 0.00080297873552416673 -0.0010154292681772922 0.0013332841726421028 -0.00093674964544916304 0.0010854810733935429 -0.00098892755322439805 0.00015460059063568605 0.00082137203206793198 -0.00088627413511456509 0.001095425842927296 -0.0013459826488266663 -0.0006931939409421438 -0.00078143584592240886 -0.00072984869800546469 0.0008095643074151152 -0.00040373661006662826 -0.00062391142264814337 0.0010568829894857608 0.0010639772968792319 -0.00073278588188659317 0.00099765712136984548 -0.00035294448226169873 -0.0003511322998275174 0.00026197533167077083 0.0011099986874189649 0.00070955726526955847 -0.00070820406524338311
leaf_weight=0.0013678144898580094 0.0011549116504454551 0.0010046146463213992 0.0011471633116628679 0.0015911002393371723 0.001077266436457335 0.0013217268281731087 0.001115477146443721 0.0010069019312304297 0.0016183010888814594 0.0010104703429547612 0.0011926931612955549 0.0010317892220408345 0.0011010267980253721 0.0010046732757791879 0.0014727599302517538 0.0010223528351289554 0.0017516420055617701 0.0021558080701709051 0.0042463382204154789 0.0022292669322481187 0.001302598960225331 0.0010536320552017022 0.0015500269684469705 0.0012854998986995261 0.0018813584224091082 0.0027947117991764516 0.0066567484659156122 0.0023595262898918898 0.0030263271843864467 0.0012943259627382943
leaf_count=204 36 24 81 54 178 107 347 80 270 20 116 67 55 420 38 31 195 68 346 86 18 32 138 29 16 72 595 105 42 40
internal_value=0 -7.11658e-06 1.43174e-05 -3.12143e-05 -5.98093e-05 0.000611292 -3.14356e-05 -7.32861e-06 -3.29392e-05 4.47824e-06 0.000203457 3.05756e-05 5.47087e-05 -0.000593533 8.98394e-05 0.000122132 9.11697e-05 0.000134937 8.75677e-05 0.000166424 0.000204524 0.000158514 0.000117175 0.000178373 0.000126344 0.000219195 0.00032393 0.000419413 0.000270976 0.000104043
internal_weight=0 0.0526739 0.0516693 0.0480077 0.0464166 0.00366158 0.0450488 0.0439716 0.0429647 0.0413464 0.00233986 0.0402309 0.0391991 0.00201514 0.037184 0.0357112 0.0346102 0.0328585 0.0307027 0.0264564 0.025434 0.0241314 0.0230778 0.0215278 0.0202423 0.018013 0.0152183 0.0133369 0.0109774 0.00795107
internal_count=3910 3874 3850 3546 3492 304 3288 3110 3030 2760 197 2413 2346 440 1906 1868 1813 1618 1550 1204 1173 1155 1123 985 956 870 798 782 677 635
is_linear=0
shrinkage=0.00134594


Tree=1119
num_leaves=31
num_cat=0
split_feature=3 39 47 48 1 0 484 0 4 1 151 15 151 150 15 0 49 157 403 4 43 13 160 43 52 0 1 403 1 13
split_gain=0.000453369 0.000510363 0.000424106 0.000498298 0.000560697 0.000486225 0.000409068 0.000399927 0.000382709 0.000651439 0.000288178 0.000660976 0.000319954 0.000319953 0.000487006 0.000537543 0.000378538 0.00032043 0.000346667 0.000413298 0.000326056 0.000538886 0.000293883 0.000278428 0.000359221 0.000192262 0.000174558 0.000155449 0.000232464 0.000285772
threshold=0.31335500000000011 0.13419 0.13177500000000003 0.12862000000000004 0.10444500000000001 -0.17106499999999999 -0.0043499999999999988 -0.037619999999999994 0.08734500000000002 0.11257500000000001 0.087190000000000017 0.10043500000000001 0.056555000000000001 0.083205000000000015 -0.091024999999999981 -0.089879999999999974 0.090775000000000008 -0.08107499999999998 -1.0000000180025095e-35 0.15045000000000003 -0.50992999999999988 0.025140000000000006 0.088785000000000017 -0.090164999999999981 -0.0025949999999999997 -0.15137999999999999 0.12730000000000002 0.086810000000000012 0.092385000000000009 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -7 -10 11 12 13 16 22 -16 17 -8 -19 20 -20 23 -15 -22 -25 -26 -11 28 29 -27
right_child=-2 -3 -4 -5 5 7 10 -9 9 26 -12 -13 -14 14 15 -17 -18 18 19 -21 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0009749500411132913 0.00081710332139727491 0.00082889148834042854 -0.0008079298436790783 -0.0009518099546932205 0.00094543357471203922 -0.00056284121346105505 0.00056497935576071078 0.00083130534293006484 -0.00060246578196792981 0.00031069467725861581 0.00052993917346590689 -0.0012668597511465939 -0.00079353974117487821 0.0003070289622917878 -0.00091118838544145615 0.00055911667702892556 -0.00082245335427781727 -0.00084869118867407153 0.00065336417896618662 0.00083559174219964875 0.00056826178875435244 -0.00098226659781456595 0.0013558282036796189 -0.00087240285846439819 0.00052345514100749565 -0.00014516959002659874 0.0010670318330978192 0.00021983496806083819 0.00012387046462098762 -0.0010345232338246459
leaf_weight=0.0011022537376941663 0.0013784238487331004 0.0014116399790147218 0.0015566741707120349 0.001211843197531425 0.0019933374389062841 0.0019409817006845742 0.0016545081641778916 0.0014075082359594759 0.0013319562127094287 0.0014485700826316616 0.0016014016307686054 0.0010022141976109835 0.0011993618002925635 0.0012067262939865486 0.0010491409574304722 0.0010620589779488645 0.0014389569703237006 0.0012390436774905303 0.0010803914879318173 0.0010476131475343218 0.001293485766302724 0.0015583540865198317 0.001069823791425506 0.0012733438305825269 0.0011083967752831764 0.0018882609025712123 0.001171475376678055 0.0019740720458004679 0.0020388133424145138 0.0012913157854639503
leaf_count=518 148 50 72 53 70 188 117 157 37 59 68 249 28 47 60 105 357 638 28 23 75 107 15 120 16 75 82 145 45 158
internal_value=0 -3.21382e-05 -6.23421e-05 -3.234e-05 -2.6055e-06 0.000307707 -0.000104949 0.000133582 -3.30661e-05 0.000227127 -6.95333e-05 -0.000107216 -5.97276e-05 -2.19131e-05 0.000332482 -0.000171538 -0.000104247 -4.5014e-05 -0.000108918 -4.59379e-05 -0.000114313 -0.000181059 0.000799893 -6.61714e-05 -0.000151884 -4.13571e-05 0.000648868 -0.000128398 -0.000260131 -0.000506361
internal_weight=0 0.0416535 0.0402419 0.0386852 0.0374734 0.00929383 0.0281795 0.00730049 0.00589298 0.003952 0.0270773 0.0254759 0.0244737 0.0232743 0.00438775 0.0021112 0.0188866 0.0174476 0.0157931 0.014554 0.0135064 0.012426 0.00227655 0.0108677 0.0095742 0.00830086 0.00262005 0.00719246 0.00521839 0.00317958
internal_count=3910 3762 3712 3640 3587 593 2994 523 366 178 2476 2408 2159 2131 227 165 1904 1547 1430 792 769 741 62 634 559 439 141 423 278 233
is_linear=0
shrinkage=0.00145689


Tree=1120
num_leaves=31
num_cat=0
split_feature=158 133 160 123 42 124 155 133 15 3 38 3 1374 456 1213 42 150 16 33 4 2 3 15 42 0 12 3 3 2 11
split_gain=0.000572681 0.000573748 0.000631679 0.000571936 0.000715389 0.000681669 0.000506388 0.000532857 0.000611337 0.000527763 0.000381244 0.000529183 0.000478533 0.000447298 0.000498538 0.000558252 0.000468779 0.000442717 0.000445905 0.000377699 0.0006103 0.000742221 0.000510573 0.000509628 0.000747204 0.000363759 0.000355277 0.000354115 0.000284888 0.000279623
threshold=0.11034000000000001 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 -0.084869999999999987 0.15597500000000003 0.10222000000000002 0.093845000000000026 0.088345000000000021 -0.16059999999999997 1.0000000180025095e-35 0.24227500000000002 0.085820000000000021 0.086300000000000016 -1.0000000180025095e-35 0.088235000000000022 -0.20684999999999998 0.15737500000000001 -0.007134999999999999 0.0057500000000000008 0.11230000000000001 -0.080884999999999985 -0.095799999999999982 -0.089744999999999978 -0.18087499999999998 -0.095029999999999989 -0.078669999999999976 -0.074234999999999982 0.106035 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 9 28 29 11 12 13 14 -11 16 -16 18 -18 23 21 -21 -23 -20 -25 -6 -17 -28 -9 -4
right_child=-2 2 3 4 25 -7 -8 8 -10 10 -12 -13 -14 -15 15 26 17 -19 19 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00098969402987620974 -0.0012492813008248705 -0.0010252863893456014 0.0009886236724761415 -0.00052530634322415462 0.00018742655772432563 0.00083366996221229432 -0.001190817020217855 -0.0013018844027620337 3.92762570794722e-05 -0.00087736781963160455 -0.00092919575257242252 0.00068086423674794383 -0.0010461941231408606 -0.00097761441409589963 0.00063542390695212005 -3.6540872452597823e-05 -0.0010517883323079094 -0.00074758436602229107 -0.0011974361830888499 -0.00051100499767761198 -0.00047276944268389339 0.00021052234096369661 0.0011447514879607676 -0.00073836735634788347 7.3398385830576585e-05 0.0012346753123696822 0.001056061811196181 2.0232790268431903e-05 -0.00045288044414297133 4.6230882355875271e-05
leaf_weight=0.0017884363331663869 0.0010494831566358878 0.0016858074638068645 0.0010546956591439482 0.0012016041857219051 0.0011400569183415143 0.001144660736486002 0.0010297137815671311 0.0020479554007664094 0.0016279606486220288 0.0016673564176800651 0.0013193699498899028 0.0013035775915339878 0.0012440210881334837 0.0012701371383739826 0.0012128648507143671 0.0030479781486907331 0.0010239067116515335 0.0028423538878112877 0.0010590031117972696 0.0014794272593926516 0.0025193022541394328 0.00258019962884104 0.001925266536462189 0.0031885086244187594 0.0064812609640370264 0.0013840312118456035 0.0015988511526190408 0.0010181727076350447 0.0011707681078596544 0.0013568384224091901
leaf_count=230 167 274 48 33 39 18 167 224 247 420 69 117 70 152 13 142 26 157 94 51 67 46 55 49 450 233 46 89 68 49
internal_value=0 -0.000225233 -0.00019875 -0.000170849 0.000346592 -0.000212564 -0.000239136 -0.000216884 -0.000646314 -0.00016378 -0.000204572 -0.000177612 -0.000210374 -0.000178784 -0.000146721 -0.000106081 -0.000196516 -0.000240198 -0.000169004 -0.000122008 9.40827e-05 0.000332695 0.000609735 -0.000293292 -0.000194273 0.000761664 0.000282032 0.000653065 -0.00099307 0.000458391
internal_weight=0 0.0534141 0.0516257 0.0499398 0.00372569 0.0462142 0.0450695 0.0440398 0.00484668 0.0391931 0.0367816 0.0354622 0.0341586 0.0329146 0.0316445 0.0299771 0.0243121 0.0230992 0.0202569 0.019233 0.0085042 0.00598489 0.00450547 0.0107288 0.00966977 0.00252409 0.005665 0.00261702 0.00321872 0.00241153
internal_count=3910 3743 3513 3239 305 2934 2916 2749 539 2210 2113 2044 1927 1857 1705 1285 1008 995 838 812 219 152 101 593 499 272 277 135 292 97
is_linear=0
shrinkage=0.00137286


Tree=1121
num_leaves=21
num_cat=0
split_feature=3 40 1 151 15 0 41 457 133 3 3 12 43 52 43 47 1 48 0 0
split_gain=0.000112127 0.000229966 0.000224714 0.000191311 0.000255995 0.000185003 0.000183189 0.000187928 0.000196145 0.000190684 0.000255817 0.0002462 0.000227701 0.000273944 0.000174271 0.000137581 0.000190768 0.000129114 6.9067e-05 3.9296e-06
threshold=0.15165000000000003 1.0000000180025095e-35 0.13271500000000003 0.087190000000000017 0.091915000000000011 -0.11756999999999999 0.078535000000000008 -0.068264999999999978 0.099765000000000006 -0.10315499999999998 -0.078884999999999997 0.086935000000000012 -0.06705499999999999 -0.072349999999999984 -0.042649999999999993 0.09252500000000001 0.079355000000000023 0.085090000000000013 -0.15137999999999999 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -2 7 -1 9 14 11 -11 19 -14 -9 16 -15 18 -18 -12
right_child=5 -3 -4 -5 -6 -7 -8 8 -10 10 12 -13 13 15 -16 -17 17 -19 -20 -21
leaf_value=-0.0017741033668305002 -0.00048705347820280107 0.0018347608196030473 -0.0021310102000291101 0.0015033273434028633 -0.0020157865509904701 0.0019058258807762151 -0.0017186185058659211 0.0025681344276121125 -0.0015732749885780961 9.362358353300506e-05 0.0015009751536364563 -0.0025615761535375111 -0.0014763686172658316 -0.00074985604938544801 0.00036713748080006677 -0.0007531282658052856 0.0028402726424275257 0.00024144548407611471 0.0012522104941145244 0.0018878918313023467
leaf_weight=0.0010328183660806697 0.0011023103425900072 0.0011023297646030042 0.0011121146783095162 0.0013164424725372595 0.0014119327441819421 0.001411725440744859 0.0012220230235486787 0.0012099119940741643 0.0011702393560218327 0.0014382681506602902 0.0010024232257188626 0.0012508694166174922 0.0017539496121729004 0.0010452529297617086 0.0016013006365060917 0.0012834375125897468 0.0010532252381585394 0.001183918988280297 0.0010454609304737517 0.0010090972876682924
leaf_count=225 102 86 145 111 575 107 155 101 343 449 166 558 141 118 175 74 61 29 67 122
internal_value=0 -0.000116426 -0.000213562 -0.000112166 -0.000220043 0.000856638 -8.15092e-05 3.56199e-05 0.000152095 0.000287813 4.86259e-05 -0.00114146 0.000389927 3.34785e-05 0.00131442 0.000505419 0.000878644 0.00139719 0.00204918 0.00169508
internal_weight=0 0.023245 0.0221427 0.0210306 0.0197141 0.00251404 0.0183022 0.0170802 0.0160474 0.0148771 0.0120659 0.00268914 0.00937677 0.00736525 0.00281121 0.0056113 0.00432786 0.00328261 0.00209869 0.00201152
internal_count=3910 3701 3615 3470 3359 209 2784 2629 2404 2061 1785 1007 778 490 276 349 275 157 128 288
is_linear=0
shrinkage=0.00437696


Tree=1122
num_leaves=31
num_cat=0
split_feature=133 160 128 39 3 3 483 158 453 4 0 1 2 1 3 43 49 49 4 15 1 16 16 0 48 0 4 49 42 16
split_gain=0.000436786 0.000480308 0.000416994 0.000467649 0.000485056 0.000427715 0.000479273 0.000447281 0.000472349 0.000476103 0.000484882 0.000463227 0.000474846 0.000572291 0.000422047 0.000414131 0.000438655 0.00056448 0.000419686 0.000483306 0.000583241 0.000649765 0.00053598 0.000422437 0.000398643 0.000339391 0.000319414 0.000246681 0.00021284 9.95011e-05
threshold=-0.26719999999999994 -0.40446999999999994 0.086435000000000012 0.005105000000000001 0.11265500000000002 0.30601500000000009 0.086680000000000021 0.085745000000000002 1.0000000180025095e-35 0.0057500000000000008 -0.17106499999999999 0.11257500000000001 0.10393500000000001 0.092550000000000007 -0.080884999999999985 0.0016850000000000001 -0.085974999999999982 -0.081629999999999994 -0.0021099999999999995 0.090505000000000016 0.087545000000000026 0.025915000000000004 0.20277000000000003 -0.014809999999999999 0.11028500000000001 -0.10209999999999998 -0.082054999999999975 -0.006494999999999999 0.060615000000000009 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 27 6 7 8 9 15 24 12 13 14 -12 16 -3 -18 19 20 22 -22 23 26 -11 -16 -19 -5 -17 -29
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 25 28 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00083619057598454348 -0.00086112492436693077 -0.00089091581805290324 -0.00073065341712517202 0.00023113593865951905 -0.00033984274325526504 0.00082162852841872688 -0.00086937774992270039 -0.00069660538294421062 -0.00080799843311327862 0.0010963435900632874 -0.0002884542667979983 0.00069069373881042076 -0.00075456089652807523 -0.0004783549423495273 0.00011879810576782697 0.00057516016148008713 0.00082718351668177939 0.00014739241123332893 -0.00082353764789032174 -0.00096504585218740808 0.00090369378973250282 -0.00040835765278347276 0.00039692358181309898 -0.0012257063176792935 0.00016027537673666103 0.0011226239615106254 -0.0008022257546395718 0.0011633283942947164 -0.00016178682475224087 0.00061904229536896018
leaf_weight=0.0011798228672160174 0.0011566545343396897 0.0014385647688928129 0.0013033581007959308 0.0016216040774292839 0.0011870154301369951 0.0010743385347198311 0.0012195134859634962 0.001629636346293927 0.001179020346516956 0.0019369690573611828 0.001043843249577848 0.001879352291016545 0.0014270850549706893 0.0019128796704848128 0.0010066658976111151 0.0022600859270424647 0.0010731120245281991 0.0015832093708403284 0.001640820171459177 0.0010139635332682131 0.0021187577013677128 0.0010095770335252219 0.0016215091093334522 0.0011104962144443684 0.0014346057711236426 0.0015490419174577479 0.0010789664334911464 0.0012982609168290518 0.0010351240891138813 0.0011451430773028459
leaf_count=238 290 82 191 148 36 138 290 215 59 67 41 79 82 39 24 73 16 315 92 190 100 149 94 28 25 38 348 193 200 30
internal_value=0 -5.82388e-06 1.84041e-05 4.3102e-05 0.000417098 -1.42025e-05 -4.12474e-05 -9.67099e-06 2.72094e-05 6.09622e-05 0.000263911 9.79354e-05 -6.25948e-05 0.000116545 0.000432687 -8.4705e-05 -0.000187822 -0.000105257 -0.000194779 -8.6597e-05 1.79162e-05 0.000480268 -0.000250223 -0.000528369 0.000698046 0.000727228 -0.000237483 0.000638131 0.000343663 0.000908239
internal_weight=0 0.0419892 0.0408325 0.0395292 0.00525202 0.0342771 0.0332028 0.0319833 0.0303536 0.0291746 0.0121904 0.00881887 0.00693952 0.00551243 0.00359955 0.0169842 0.013689 0.0122504 0.0111773 0.00953648 0.00852252 0.00312833 0.00539418 0.00377267 0.00337157 0.00255571 0.00266218 0.00406501 0.00329521 0.0024434
internal_count=3910 3672 3382 3191 407 2784 2646 2356 2141 2082 395 303 224 142 103 1687 1414 1332 1316 1224 1034 249 785 691 92 62 663 371 273 223
is_linear=0
shrinkage=0.00134594


Tree=1123
num_leaves=31
num_cat=0
split_feature=453 14 133 52 1 128 13 12 151 3 4 133 13 1 403 151 52 48 49 4 52 0 52 1 16 16 15 15 2 49
split_gain=0.000813259 0.000669693 0.000609569 0.000677803 0.000642048 0.000648468 0.000687864 0.000631109 0.000590167 0.000618654 0.000563565 0.000468695 0.000653063 0.000493635 0.000466304 0.000452523 0.000714672 0.000475188 0.000487683 0.000534131 0.00048007 0.000438867 0.000392159 0.000440142 0.000391887 0.000486581 0.000434052 0.000498086 0.000386416 0.000478487
threshold=0.096095000000000014 0.077685000000000018 -0.26719999999999994 -0.51745999999999992 0.076710000000000014 0.086435000000000012 -0.0010249999999999997 0.083970000000000017 -0.095804999999999987 -0.11171999999999999 -0.23071499999999998 -0.15498499999999996 -0.062819999999999987 0.10080500000000002 -1.0000000180025095e-35 -0.083919999999999981 0.11401500000000002 0.086065000000000016 -1.0000000180025095e-35 0.15927500000000003 0.10433000000000002 -0.15007499999999999 0.0074400000000000013 0.086560000000000012 -0.094359999999999986 -0.27337499999999998 -0.10312999999999999 -0.10071499999999999 0.087995000000000004 -0.076864999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 14 6 7 21 -8 -10 -11 -9 13 -13 -5 -16 17 18 -17 20 -20 -6 23 -12 25 -25 -26 -28 -29 -30
right_child=-2 -3 3 4 5 -7 8 11 9 10 22 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.00096920947305766309 -0.0014211437890171623 -0.00098898151387273375 -0.0012074428592462566 -0.0010259721859052896 0.00021846026166702279 -0.00091692924022897997 0.0010435053296859234 0.0012616246995482054 0.00082095690059014702 -0.0011389166265171793 0.00062203484507639237 -0.0010846064118027925 0.0011402285966179463 0.0001432395911375919 -0.00087779882286365487 -0.00087423912512771978 -0.0010527626469488374 0.00096090788036746057 -0.00016902934736773116 0.0010762364981860477 0.0010068880836251225 0.0013494053730012396 0.00064514537241808939 -0.00010726004471450734 -0.00094379651284689765 -0.0016086673809307887 0.00089797926087741746 -0.00069572983201743386 -0.00053564108104706912 0.00083970556867203172
leaf_weight=0.0015144015404574543 0.0010618136901712196 0.0017081565875152185 0.0010552828414802642 0.0014633084445219149 0.0011989572945196869 0.0012126848856324193 0.0015513373895146279 0.0010199564375596992 0.0021092671333855497 0.0012607277728600144 0.0017153722497482747 0.0012390458451374542 0.0011357071175401856 0.0026786879586975232 0.0016197672384115078 0.0013588531456589789 0.0014292020666825675 0.0016194947841999827 0.0065608881328172719 0.0013905594039016478 0.0010407639158758197 0.0034206145691226819 0.0019886520179426262 0.0011246008815573028 0.0012637902197383264 0.0011094541192893112 0.0014984737717895777 0.0020302383433508072 0.0011661332369925503 0.001491703689168844
leaf_count=226 36 125 261 656 57 110 33 17 103 65 22 283 87 117 168 73 212 96 461 22 23 383 57 47 28 16 4 64 34 24
internal_value=0 1.16832e-06 3.54976e-05 6.73597e-05 9.61676e-05 0.000235472 0.000283657 0.000607811 9.43491e-05 6.48512e-06 -0.000110787 0.000266998 6.62485e-05 -0.000245086 -0.000159197 -7.47491e-05 2.23238e-05 0.000150682 2.39162e-05 0.00015964 -8.03113e-06 0.00105588 -1.39728e-05 -0.000128954 -0.000261974 -0.000852874 -8.47877e-05 9.0691e-05 -0.000167347 0.000236268
internal_weight=0 0.0509761 0.0492679 0.0477535 0.0466982 0.0302154 0.0290027 0.010693 0.0183098 0.0167584 0.0146491 0.0060734 0.00505344 0.00391773 0.0164828 0.0150195 0.0133998 0.0119706 0.0103511 0.00899221 0.00760165 0.00461957 0.0133884 0.0113998 0.00968439 0.00223406 0.00745034 0.00618655 0.00468808 0.00265784
internal_count=3910 3874 3749 3523 3262 1551 1441 944 497 464 361 504 487 400 1711 1055 887 675 579 506 484 440 296 239 217 63 154 126 122 58
is_linear=0
shrinkage=0.00160853


Tree=1124
num_leaves=31
num_cat=0
split_feature=1213 133 160 133 3 454 150 1456 42 1 39 51 15 47 12 133 130 0 159 52 51 0 0 4 16 0 3 16 16 12
split_gain=0.000501473 0.000425142 0.000656862 0.000507059 0.000384904 0.000372527 0.00063573 0.000442308 0.000444654 0.000543053 0.000477879 0.000635843 0.000387628 0.000438424 0.000351285 0.000326025 0.000755882 0.00055216 0.000386867 0.000392186 0.000375989 0.000421699 0.000339872 0.000524143 0.000514172 0.00031376 0.000299106 0.000283411 0.000421014 0.000269897
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.16268499999999997 0.24227500000000002 0.088225000000000012 -0.18357499999999996 -1.0000000180025095e-35 -0.11145999999999999 0.10420500000000001 0.08078500000000001 0.12342500000000002 -0.10312999999999999 0.077065000000000008 1.0000000180025095e-35 -0.085714999999999986 -0.0015749999999999998 0.18055000000000002 0.090705000000000022 0.11401500000000002 -0.031524999999999991 -0.077944999999999987 -0.099864999999999995 0.0057500000000000008 -0.09601999999999998 -0.18901999999999997 -0.08348499999999999 0.050115000000000007 -0.42360999999999993 0.098845000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8 14 12 11 25 13 -10 -9 -14 -17 18 19 20 -18 22 23 24 -22 -11 -24 28 -27 -23
right_child=1 2 3 4 -6 -7 7 8 9 10 -12 -13 15 -15 -16 16 17 -19 -20 -21 21 29 26 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00077222640282559199 -0.00079689421720819797 -0.00096941051306500409 0.00097411384337095204 0.00103529080385323 0.00059248163413799066 -0.00082855808267806282 -0.00089769994344350925 -5.0846373103828229e-05 -1.3073049744930414e-05 0.00099134716980586236 0.0011246143077731476 -0.00057693997280841439 0.00053737625899870703 -0.0012033841262565699 -0.0011670775488805617 -0.0011300646922701295 -0.0006694753770401349 0.0008884276672743443 -0.00087520542494097357 -0.00066717755342852807 0.0003864819581491093 0.0007907886557855468 0.00018694962822825685 0.00058138609957437937 -0.00085505528572988297 -0.00015017835703688641 -0.0007291566857347484 -0.00019865784568507799 0.00086517445141076881 -3.8536117356513252e-05
leaf_weight=0.001717038110940732 0.001272558360514652 0.0012541912717197725 0.00106514671435498 0.0010945513782871777 0.0020526411148912285 0.0010394560750732742 0.0010667118242238668 0.001065822357986689 0.0011744614416952992 0.0013137750589251604 0.0012138870825693102 0.0015895752072054847 0.0018430237279378195 0.0011584987301047067 0.0010597128140258649 0.0011820089783735046 0.0011776245507733049 0.0012373379555796751 0.0010354036115767249 0.0015173581935331035 0.0011777375281383229 0.0024659689476571748 0.0010455957216414713 0.0028671317290900333 0.0013486163400129236 0.0012410437571634958 0.0018785488599955078 0.0018016708790646874 0.0020265461378201613 0.0010564742313857733
leaf_count=592 217 258 56 27 152 42 269 34 74 50 230 37 107 107 82 120 280 20 121 96 18 184 173 41 42 47 190 118 69 57
internal_value=0 -1.54e-05 8.82618e-06 3.96555e-05 1.3957e-05 -1.8419e-05 5.20969e-06 -2.74287e-05 3.01003e-07 4.14974e-05 0.000322157 0.000199977 -7.48206e-05 -0.000604156 -0.000607358 -1.25542e-05 -6.88936e-05 5.73334e-06 -6.44117e-05 -6.65491e-06 7.03364e-05 0.000143919 -2.46873e-05 0.000179651 -0.000276275 0.000393454 -0.000401582 0.000238501 0.000479539 0.000542052
internal_weight=0 0.0423231 0.0410505 0.0397963 0.0387312 0.0366785 0.0356391 0.0345445 0.0334778 0.0313523 0.0091865 0.00797261 0.0221658 0.00233296 0.00212554 0.0198328 0.0179898 0.0168078 0.0155705 0.0145351 0.0130177 0.0118401 0.00831763 0.00539349 0.00252635 0.00638304 0.00292414 0.00506926 0.00326759 0.00352244
internal_count=3910 3318 3101 2843 2787 2635 2593 2566 2297 2181 551 321 1630 181 116 1449 1342 1222 1202 1081 985 705 464 101 60 284 363 234 116 241
is_linear=0
shrinkage=0.00137286


Tree=1125
num_leaves=31
num_cat=0
split_feature=14 124 3 39 42 12 454 51 1213 484 454 15 133 160 4 3 48 43 1 160 160 150 1375 0 15 133 43 49 43 43
split_gain=0.00052959 0.000560378 0.00112309 0.000840522 0.000742389 0.00058294 0.000523144 0.000625804 0.000494718 0.000496793 0.00043501 0.00047126 0.000396664 0.000487284 0.00041095 0.000489914 0.000377264 0.000375394 0.000347743 0.000334326 0.000293608 0.000764728 0.000315123 0.0006249 0.000449921 0.000698497 0.00056869 0.000518999 0.000294714 0.000615677
threshold=0.077685000000000018 -0.048219999999999992 0.30601500000000009 0.15608500000000003 -0.11145999999999999 -0.10674499999999999 -1.0000000180025095e-35 0.14276500000000003 -1.0000000180025095e-35 -0.075729999999999978 0.086995000000000003 -0.26361999999999991 -0.26719999999999994 -0.092169999999999988 -0.51381999999999983 -0.16059999999999997 0.016865000000000002 0.15364000000000003 0.10752500000000002 -0.077849999999999989 0.099550000000000013 0.10871000000000001 -1.0000000180025095e-35 -0.14136999999999997 0.088190000000000004 0.091545000000000015 -0.0031199999999999995 0.10251500000000001 -0.074254999999999988 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -6 8 -8 -10 11 19 -13 16 -15 -16 -14 20 -7 -11 22 -22 -17 -24 25 27 -26 28 29 -25
right_child=-2 2 -4 -5 6 18 7 -9 9 10 -12 12 13 14 15 17 -18 -19 -20 -21 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0003883133766413224 -0.00080071415103628385 -0.00088865462187220857 0.0013459953898283593 0.0010160821152095025 -0.00099083300500950908 0.00041795701060020577 -0.00074294703400791398 -0.00089248497466056962 -0.00079332330754335165 0.000170637878264131 -0.00078857372469250564 -0.00073439580905046637 -0.0011010502884724062 -0.0005274753423731355 0.0010013113749401115 -0.00047960531625611144 2.2210799540868316e-05 0.00069824318688477272 0.0013460572332136061 0.0012150209628643087 -0.0010940243381662627 0.00035302315233816682 0.00069781059075918483 -0.00014521815471063359 0.00083876015052507745 -0.0010260184818828076 -0.00022716871788883641 0.00094780991076779005 -0.00023954414588414305 0.00089199192497546858
leaf_weight=0.0010482980887731586 0.0015215798466372546 0.0020666972072061187 0.0010384104077785219 0.0012545234165486354 0.0010699318615157152 0.0019123248382753024 0.0015751643994036104 0.0014922114742548778 0.0012901641751043571 0.0011328378699113628 0.0010697002671662395 0.0011503394708878281 0.0010950885545840108 0.0016930377003330109 0.0011876946437947454 0.0014593615371580873 0.0010718531312345903 0.001873038640203716 0.001184244144694091 0.001089098165531154 0.0012869645676498722 0.0013615296902571572 0.0033637347122841095 0.0030138513544626933 0.0025512983425926006 0.001224152377132027 0.0014066235344571956 0.001044756247931434 0.0061156188567106752 0.0015803911636820258
leaf_count=42 126 195 133 34 73 121 536 101 319 35 31 160 251 26 106 78 55 26 147 88 87 10 105 189 203 174 110 41 271 37
internal_value=0 5.40096e-06 -3.77061e-05 -6.99806e-05 -0.000101472 0.00047921 -6.19837e-05 -3.72181e-05 -4.18602e-06 2.72126e-05 5.68072e-05 8.28669e-05 4.18421e-05 7.03441e-05 0.000116101 0.000155768 -0.000545442 0.000117556 0.000772897 0.00068255 7.29956e-05 -0.000350131 0.000124496 0.000167924 6.26854e-05 -5.84572e-05 0.000459935 4.23068e-05 -4.60258e-05 0.000211576
internal_weight=0 0.0497029 0.0455581 0.0445197 0.0432651 0.00414487 0.0411984 0.0401285 0.0386363 0.0370611 0.035771 0.0347013 0.0324793 0.031329 0.0291621 0.027469 0.00216694 0.0262813 0.00309657 0.00222194 0.0244083 0.00264849 0.0217598 0.0203004 0.0169367 0.0129788 0.00395792 0.0117546 0.0107099 0.00459424
internal_count=3910 3784 3474 3341 3307 310 3112 3039 2938 2402 2083 2052 1929 1769 1463 1437 306 1331 268 123 1305 97 1208 1130 1025 712 313 538 497 226
is_linear=0
shrinkage=0.00134594


Tree=1126
num_leaves=31
num_cat=0
split_feature=14 133 3 16 160 1213 1429 403 1374 376 376 4 3 15 159 15 2 1374 1 2 3 12 0 3 133 3 49 49 42 0
split_gain=0.000755072 0.000647501 0.000677617 0.000705922 0.000577306 0.000584122 0.000607256 0.000607096 0.000590252 0.000492922 0.000570409 0.000525794 0.000638283 0.000460183 0.000642978 0.000582232 0.000810385 0.00046978 0.000450247 0.000738939 0.000665132 0.000472138 0.000826688 0.000627134 0.000557751 0.000467455 0.000420936 0.000415408 0.000394524 0.000439837
threshold=0.077685000000000018 -0.26719999999999994 0.24227500000000002 -0.17157499999999998 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082404999999999992 0.086000000000000007 0.11605500000000001 0.048375000000000008 -0.49837999999999999 -0.16059999999999997 -0.26361999999999991 0.10407500000000001 -0.11739999999999999 0.10113500000000002 -0.094679999999999986 0.10871500000000002 0.10705000000000002 0.084925000000000014 0.092365000000000017 -0.076734999999999984 -0.089974999999999986 -0.085714999999999986 0.12991000000000003 -0.006494999999999999 -0.062504999999999991 0.088235000000000022 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -6 9 10 11 -8 -13 -14 15 16 -15 -17 19 20 21 22 23 -19 -25 -20 -22 -21 29 -26
right_child=-2 2 3 -5 5 6 8 -9 -10 -11 -12 12 13 14 -16 17 -18 18 25 27 26 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00084141366214545257 -0.00094156185015356608 -0.00091787817107724027 1.424213035643837e-05 0.0013729452907135248 7.8534763246760584e-05 -0.00098094210693468599 -0.00061916652727248467 -0.0013729138769963925 -0.00085320960224952549 -0.00076183570662578489 0.00086775626372720372 0.00081308743604230501 0.00070332898553567989 -0.0013729836542248617 -0.0010191471475120054 -0.00047341344087645915 0.00016105825504477819 -0.00077839141878869786 0.0007674929892780071 -0.00010284774223380561 0.00022224997686836524 -0.00053894926781797748 0.0011156225673403606 0.00087573558892535595 0.00019005562873183445 -0.00027749617071215124 0.001054959715441645 -0.0013170393505268284 0.00060626400113893272 -0.00062588619984786859
leaf_weight=0.0017030794559718112 0.0016916885404978368 0.0013132744469604987 0.001505252835208637 0.001382784951441173 0.0010288255269265689 0.0010685980735071201 0.0018911062272790524 0.0011505084754875874 0.0012731297509037667 0.0012236513447234634 0.001846893768379764 0.0023630980793152212 0.0020569890902066767 0.0012090847774515667 0.0010577831220863745 0.0022388253699965324 0.0014012107449694611 0.0016213193824141528 0.0039415700126426137 0.0011319679496182289 0.0023132824327376511 0.0022946623842243505 0.0014397836998548 0.0016261372185351081 0.0025554344551039646 0.0010144575493882257 0.0022638450622523001 0.0010004361759812222 0.0014493300004403409 0.0024284583781477688
leaf_count=226 126 275 79 95 161 165 84 365 86 27 145 94 134 107 151 60 50 131 128 24 40 322 62 66 37 16 33 136 116 369
internal_value=0 -9.22094e-06 1.96493e-05 0.000664786 -2.0676e-05 5.57176e-06 4.09465e-05 -0.00068771 6.71695e-05 9.61955e-05 0.000123017 8.614e-05 0.00012381 7.45181e-05 3.2777e-05 6.99542e-05 -0.000549508 0.000129142 0.000182929 9.1647e-05 0.000182212 2.80285e-05 0.000145022 6.67088e-07 0.000157392 0.000553592 0.000634108 -0.000672496 -2.4185e-05 -0.000207521
internal_weight=0 0.0507948 0.0490917 0.00288804 0.0462037 0.0448904 0.0427111 0.00217933 0.0416425 0.0403693 0.0391457 0.0372988 0.0354077 0.0330446 0.0309876 0.0299298 0.0026103 0.0273195 0.0250807 0.0201247 0.0179923 0.0134151 0.0111205 0.00968068 0.00805936 0.00495603 0.00457713 0.0021324 0.00643322 0.00498389
internal_count=3910 3784 3558 174 3384 3109 2583 526 2418 2332 2305 2160 2076 1982 1848 1697 157 1540 1480 1336 1176 1103 781 719 588 144 73 160 522 406
is_linear=0
shrinkage=0.00137286


Tree=1127
num_leaves=31
num_cat=0
split_feature=453 401 133 158 1 50 402 51 14 12 40 159 42 52 15 15 16 1 3 49 4 475 403 16 4 3 2 160 42 15
split_gain=0.000955671 0.000922313 0.000938432 0.000917274 0.000830442 0.000804993 0.000938304 0.000776916 0.000696811 0.000720935 0.000609726 0.00053345 0.000600116 0.000890102 0.000683099 0.000734689 0.000682851 0.000789793 0.0007881 0.00062185 0.000662573 0.000528178 0.000722547 0.000719092 0.00137143 0.00105714 0.000587438 0.000561753 0.000474089 0.000456351
threshold=0.096095000000000014 0.10072000000000002 -0.26719999999999994 0.11034000000000001 0.10420500000000001 0.10119500000000002 0.11288500000000001 -0.10748999999999999 0.064610000000000015 0.10129000000000001 -0.082989999999999994 0.073745000000000019 0.097535000000000011 -0.40083499999999994 0.10363000000000001 -0.017214999999999998 -0.062279999999999995 0.13148500000000005 0.10666500000000002 -0.045004999999999996 0.25367000000000006 -0.083684999999999982 -1.0000000180025095e-35 0.24895000000000003 -0.51381999999999983 -0.16059999999999997 0.091250000000000012 -0.091109999999999983 0.091735000000000025 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 21 -6 12 13 -12 15 16 17 19 -18 -15 -21 -9 26 24 -24 -26 -23 -27 -25 -29
right_child=-2 -3 3 -5 10 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 20 -22 22 23 28 25 27 -28 29 -30 -31
leaf_value=-0.00082650751343640828 -0.0011255547801562746 -0.0012269850012399464 -0.00098268169697860504 -0.0011896233864272694 0.0011591331659415469 -0.0010530600265888934 0.0012083538268087498 0.00075481676516017161 -0.0010478062171102348 -0.00067800534071930203 -0.0010646027622782551 0.00078870270256309555 0.00079310793138257462 0.00082398684941609689 -0.00084682737735422521 0.00080925765254680681 0.00024179718292632716 0.0010835617924669135 -0.0010807953420200929 -0.00097724124643590402 0.00015947512305273631 -0.0012937461940658109 -0.0012825323073868543 7.5006753312841163e-05 0.0012938122001423162 -0.00064856674020938017 4.4199881820587093e-05 -1.172514524853678e-05 0.0012114377379292571 0.00043951350665296008
leaf_weight=0.0021864886037242784 0.0013190096911444007 0.0010311272248097461 0.0014397878260736787 0.0010054209095819435 0.0012132303064604768 0.0012986778273701141 0.001017385781538759 0.0017631380737561644 0.0010592980693973067 0.0023341331626249842 0.0011254824204982557 0.002362078307548642 0.0020191475458468658 0.0012605992333112334 0.0010952078716286459 0.0027487590685453299 0.0014247683235062425 0.0015746479609792807 0.0016016382786396832 0.001293521657260043 0.0025499575504603911 0.0012075271929861678 0.00129009842664195 0.0010496494986709229 0.0011552436387560648 0.0018979033098904799 0.0010073892628348347 0.017585231510581355 0.0014814836511991558 0.0047679331371615055
leaf_count=238 36 194 201 157 106 322 47 137 72 154 89 164 69 49 24 48 37 79 32 24 58 479 16 69 27 185 103 526 19 149
internal_value=0 -1.32369e-05 6.37472e-06 3.59238e-05 5.62489e-05 -5.10579e-05 -1.77398e-05 -5.05329e-05 -1.38626e-05 1.69551e-05 0.000269893 0.000213277 0.000131857 4.08727e-05 0.000132701 0.000218842 5.162e-05 0.000282616 -0.000458147 3.55185e-05 -0.000223086 6.58062e-05 2.71699e-05 8.11562e-05 1.86744e-05 8.4748e-05 -0.000685221 2.7152e-05 0.000740165 8.45241e-05
internal_weight=0 0.064847 0.0638158 0.0616293 0.0606239 0.0403549 0.0390562 0.0380388 0.036599 0.0355397 0.020269 0.0190558 0.0166937 0.0146746 0.0135491 0.0124539 0.00970513 0.00667873 0.00302641 0.00510408 0.00384348 0.0332056 0.0314425 0.0292275 0.0266964 0.0254063 0.00221492 0.0242511 0.00253113 0.0223532
internal_count=3910 3874 3680 3442 3285 2506 2184 2137 1936 1864 779 673 509 440 351 327 279 210 69 131 82 1710 1573 991 903 887 582 860 88 675
is_linear=0
shrinkage=0.00129368


Tree=1128
num_leaves=31
num_cat=0
split_feature=31 158 14 453 150 2 52 160 16 50 3 41 123 123 1 51 160 15 124 3 3 15 52 52 33 47 484 403 42 13
split_gain=0.00118223 0.000905792 0.000791445 0.000752162 0.00076393 0.000775596 0.000779828 0.000898753 0.00086326 0.0007369 0.000702385 0.00068993 0.000635695 0.000633015 0.000736301 0.0010953 0.000792624 0.000736469 0.000584847 0.00106772 0.000552239 0.000769542 0.000577527 0.000531661 0.000613282 0.000641219 0.000565248 0.000776016 0.000810959 0.000599745
threshold=-1.0000000180025095e-35 0.11015500000000002 0.077685000000000018 0.10097500000000002 -0.096549999999999983 0.099015000000000006 0.28122000000000008 -0.087309999999999985 -0.54165499999999989 0.10119500000000002 -0.15464999999999998 0.080335000000000018 0.080750000000000016 0.090655000000000013 0.13026000000000001 -0.40274499999999996 -0.092169999999999988 -0.11739999999999999 -1.0000000180025095e-35 0.15165000000000003 0.11476000000000001 -0.069904999999999981 -0.24084499999999998 -0.11051499999999999 -0.007134999999999999 0.09550500000000002 0.073820000000000011 -1.0000000180025095e-35 0.081685000000000021 0.025140000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 7 -7 -9 10 -6 13 18 14 16 -16 -12 -18 -10 20 21 -20 -23 -19 -25 26 27 -26 29 -29
right_child=1 -3 -4 -5 5 6 -8 8 12 -11 11 -13 -14 -15 15 -17 17 23 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0011333737487835289 0.00072087790262654987 -0.00121940303270197 -0.00082248971489393304 -0.0010981672684959899 0.00063027633146011384 0.0010953895734701362 -0.00084323427023218602 0.0011716172460621373 -0.00092108130531325084 -0.0010969005779821414 -0.0010274201685095445 -0.0010787222946573151 0.00082362602268517204 -0.0010656753060267002 -0.00044918130165085295 0.0012940563155767885 -0.00098379820603448952 -0.00054522945855520828 0.00055452439496956219 0.00084596574673956424 -0.00057369801767445325 -0.0010396786627216337 -2.2150652976197801e-05 -0.0009511759913455733 -0.0011112383176840536 0.00077811163170909612 0.00073824488125330784 -8.1969340710379032e-05 0.0004182674195950661 -0.0010541035372411186
leaf_weight=0.0014395627205456831 0.0024444317860980993 0.0010933618377805812 0.0020528997280466746 0.0010383294156781622 0.0020933060807042303 0.0018413027814805352 0.0011927784390355347 0.0012889743579238546 0.00108592922888917 0.0012772096135095215 0.0015583761193981851 0.0012664933655912583 0.0017177418701388439 0.0011099351508274671 0.0010026942745753331 0.0015140787237104538 0.0014267856913022159 0.0029596275377095074 0.0034199521496467407 0.0024368656633955163 0.0030028040691405531 0.0011444147436940862 0.0050662518237167883 0.0010045392923387899 0.001090608939595227 0.0020144584438810389 0.0016470227490188441 0.010443756328513368 0.0056041488166760347 0.0011823449148447027
leaf_count=113 58 166 115 27 43 75 96 57 30 317 231 51 127 22 17 34 126 232 191 95 47 141 169 23 537 33 123 253 303 58
internal_value=0 -5.17004e-05 -3.20368e-05 -6.2282e-06 1.2107e-05 -1.70641e-05 0.000174307 0.00023209 0.000149139 -0.000131268 -9.69313e-05 -0.000141936 7.54031e-05 -0.000105495 -7.1607e-05 0.000599542 -0.00012999 -7.88993e-05 -4.14852e-06 6.19235e-05 -8.93107e-05 6.17201e-05 -0.000209646 -2.91394e-05 3.73087e-05 8.248e-05 1.23013e-05 -5.29601e-05 1.40248e-05 -0.000180833
internal_weight=0 0.0660214 0.0649281 0.0628752 0.0618368 0.0593924 0.022197 0.0210042 0.0191629 0.0371954 0.0359182 0.0338249 0.017874 0.0325584 0.0314484 0.00251677 0.0289317 0.0273733 0.0161562 0.0150703 0.0126334 0.00963062 0.00621067 0.0259465 0.0229869 0.0219823 0.0199679 0.0183209 0.0172303 0.0116261
internal_count=3910 3797 3631 3516 3489 3431 1028 932 857 2403 2086 2043 800 1992 1970 51 1919 1688 673 643 548 501 310 1562 1330 1307 1274 1151 614 311
is_linear=0
shrinkage=0.00129368


Tree=1129
num_leaves=22
num_cat=0
split_feature=3 124 453 158 50 4 40 3 2 3 2 43 52 16 0 4 43 4 0 0 15
split_gain=0.000128977 0.000168937 0.000174751 0.000223293 0.000293977 0.000209661 0.000196462 0.000195556 0.000231834 0.000267649 0.000204982 0.000199907 0.000155791 0.000196832 0.000244505 0.000177279 0.000209622 0.000114019 0.000162724 0.000275331 2.95469e-05
threshold=0.30601500000000009 -0.048219999999999992 1.0000000180025095e-35 0.087355000000000016 0.10119500000000002 0.27020000000000005 -1.0000000180025095e-35 0.10420500000000001 0.096750000000000017 -0.078494999999999995 0.11203000000000002 -0.088734999999999994 0.10599500000000002 0.032820000000000009 -0.077944999999999987 0.15927500000000003 -0.0037249999999999996 -0.076329999999999995 -0.23029999999999998 -0.10209999999999998 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 12 11 -9 -10 13 14 15 16 -8 -18 -19 -20 -7
right_child=-2 2 -4 -5 -6 20 7 10 9 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22
leaf_value=0.0011482767649384049 0.0014701899606583454 -0.0017293155153151542 -0.0018359585636982016 -0.0020215795043920805 -0.0019705795294327937 0.00090770761460691083 -0.0016958527267612092 0.0019284328096673268 -0.0016855294299310283 -0.0028340998777077317 -0.00041377556782116911 0.0008719326547154333 0.0016955398307077056 -0.0012229799841109198 0.0022565922716933666 0.0016487514484648284 0.0010987238844595083 0.00099774748817301308 -0.002553556227706024 0.0004593039241798141 0.0019105196292287388
leaf_weight=0.0019047146868520484 0.001021493349245838 0.0011774335670278182 0.0011176421596594812 0.0010633765536150466 0.0013255840858316581 0.0011613040751581316 0.001429986844804304 0.0019071486375672455 0.0010133409999950604 0.0011107100115702881 0.0010763444132635414 0.0012658402074605668 0.0011123439366639296 0.0019519608459121216 0.0010220679937607046 0.0010586995725248016 0.0016313089568166239 0.0011982970124364556 0.0010567534838614723 0.0011846418826373479 0.0010129265976575033
leaf_count=290 164 90 79 319 427 109 731 55 82 230 27 179 235 225 143 19 198 32 49 124 103
internal_value=0 -8.34099e-05 -0.000177712 -9.97099e-05 -9.6672e-06 0.000111962 -3.10772e-05 7.98897e-05 -0.000119239 -0.00110686 0.00108344 -0.000265134 0.000168235 6.95426e-06 0.000286709 2.03808e-05 -0.000244803 0.000164383 -0.000278737 -0.000961173 0.0013749
internal_weight=0 0.0267824 0.0248777 0.0237601 0.0226967 0.0213711 0.0191969 0.0180194 0.015036 0.00338989 0.00298349 0.00227918 0.0116461 0.0105337 0.00858176 0.00755969 0.00650099 0.005071 0.00343969 0.0022414 0.00217423
internal_count=3910 3746 3456 3377 3058 2631 2419 2329 2247 491 82 261 1756 1521 1296 1153 1134 403 205 173 212
is_linear=0
shrinkage=0.00429114


Tree=1130
num_leaves=21
num_cat=0
split_feature=14 157 1 453 151 4 484 49 52 13 2 3 48 15 150 133 47 4 1 16
split_gain=0.000129688 0.000207121 0.000154824 0.00014456 0.000230505 0.000195963 0.000174377 0.00021886 0.000156511 0.000290093 0.000315963 0.000211522 0.000193463 0.000187736 0.000169387 0.000165063 0.000202772 0.000207107 0.000233497 0.00015169
threshold=0.054835000000000009 -0.077044999999999988 0.090540000000000023 1.0000000180025095e-35 -0.051109999999999996 0.0066400000000000009 -1.0000000180025095e-35 0.10513500000000002 0.11588000000000002 -0.094679999999999986 0.097940000000000013 0.11265500000000002 0.091555000000000011 -0.03231499999999999 0.087235000000000021 -1.0000000180025095e-35 0.09550500000000002 -0.082054999999999975 0.093575000000000019 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 8 9 10 -8 12 14 -10 15 -11 17 19 -19 -17
right_child=-2 3 -4 -5 6 -7 7 -9 13 11 -12 -13 -14 -15 -16 16 -18 18 -20 -21
leaf_value=0.0001814289683363775 -0.0013755413638961995 0.00012611166755521671 0.0022161554334742964 -0.0014636708088583642 -0.0017387490843657164 0.0020315246436927417 -0.00012857513336563228 0.0014486455124332594 -2.4242172672641247e-05 -0.0011884747313813096 0.0023017142870182445 -0.0020473614498986983 0.0013669415941355771 -0.0022464328081629741 -0.0017604258572441395 0.0016215035244180557 0.0013676082143603068 -0.001899134275543593 0.0004409419359591396 -0.00030915865410694219
leaf_weight=0.0011809119258907172 0.0010292840076966949 0.0019207002279815746 0.0010829240851603084 0.0010812691966726176 0.0010146824131533122 0.0014167547461905183 0.0017873711497516315 0.0013082614501339481 0.0011388643333997556 0.0018720809090042971 0.0014749419931279206 0.0010019765113113985 0.0010963991152144756 0.0011584543471812444 0.0011435068504279675 0.0011212614251168707 0.0015154065253943916 0.0016592106829595782 0.0010528387289355234 0.0013607956442900334
leaf_count=303 147 315 149 91 386 116 107 179 183 669 101 41 81 214 54 115 52 305 146 156
internal_value=0 3.07094e-05 0.00115476 -7.47696e-05 -9.5983e-06 0.000934962 -0.000169571 -8.43863e-05 -0.000199763 -5.58475e-05 0.000970196 -0.000338952 -0.000180768 -0.00114481 -0.000355255 -0.000168015 0.000116713 -0.000248242 -0.000990698 0.000563012
internal_weight=0 0.0263886 0.00226384 0.0241248 0.0230435 0.00333745 0.0197061 0.0186914 0.0173831 0.0150858 0.00326231 0.0118235 0.0108215 0.00229732 0.0097251 0.00858159 0.00670951 0.00519411 0.00271205 0.00248206
internal_count=3910 3763 452 3311 3220 431 2789 2403 2224 1827 208 1619 1578 397 1497 1443 774 722 451 271
is_linear=0
shrinkage=0.00388662


Tree=1131
num_leaves=31
num_cat=0
split_feature=31 151 4 11 155 14 47 151 121 124 128 43 4 3 1186 448 1 160 4 1375 2 3 131 15 48 16 15 151 16 52
split_gain=0.000921541 0.00065575 0.000977715 0.000761471 0.000611516 0.000570139 0.000838735 0.000535172 0.000600639 0.000560978 0.000550757 0.000591204 0.00130949 0.000724236 0.000637649 0.000523734 0.000658462 0.000852948 0.000812515 0.00067497 0.000794207 0.00143369 0.00100113 0.00099921 0.000898455 0.000862909 0.000643752 0.000628768 0.000626622 0.000688891
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.08184000000000001 0.10222000000000002 -0.46879999999999994 0.096475000000000019 -0.14171999999999998 1.0000000180025095e-35 0.11158000000000001 0.086435000000000012 -0.50992999999999988 -0.49837999999999999 -0.15653499999999998 0.085080000000000003 -0.082054999999999989 1.0000000180025095e-35 -0.23073999999999997 -0.41745999999999994 0.081540000000000015 1.0000000180025095e-35 0.013395000000000002 0.097135000000000013 0.079360000000000014 0.084500000000000006 -0.088144999999999987 0.090325000000000003 0.083140000000000006 -0.094359999999999986 -0.080899999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -4 -7 -3 9 10 11 -9 -13 -14 15 -15 18 -18 -17 20 22 -22 25 24 -23 26 -19 -20 -26 -30
right_child=1 2 5 -5 -6 6 -8 8 -10 -11 -12 12 13 14 -16 16 17 19 27 -21 21 23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0010821567852780448 -0.0013693109358845423 0.00050322752808715948 -0.00046485717634659959 -0.0012105589274670203 -0.001302728602151319 0.0010327373778827018 -0.00018414656732460653 0.00057425906046774044 -0.0013713072410932137 0.00057309386867009299 -0.0011019591071647415 -0.0012926013056808732 0.00068860980913150243 -0.0012578364891515537 0.00054598471882737686 0.00069617634286634714 -0.0012704334880795963 -0.00046267044932870883 -0.0007423930784540417 -0.0012014595990785116 0.00134720697827465 0.00090982506985594531 0.00078387546040258656 -0.0011661999528289931 -0.00055479594558447949 -0.00096595245244943465 0.00092937245751994536 0.00018217057713902106 -0.00068481130548309998 0.00069000054476737863
leaf_weight=0.0010111709277869077 0.0011325595273419245 0.0017291921105853083 0.001650014512645015 0.00194622416943968 0.0012160768740342434 0.0026930524388901747 0.0020239668379122833 0.0015972960212380363 0.0010548746499168251 0.0015170268337669759 0.0017232839693440685 0.0026074351800184836 0.0016137750899787228 0.001189940070732475 0.0017942412080742534 0.0010195258596468063 0.001305366729576817 0.0019105435818360644 0.011899293657374271 0.0010483253995232636 0.0018939270377345005 0.0024313511560469792 0.0013240110745851297 0.0013167272217824441 0.003263254238390802 0.0044050689467918253 0.0010503462035131861 0.0017171751635407526 0.0010331814529820366 0.0026525852979233343
leaf_count=113 65 82 46 157 106 268 41 32 25 23 235 95 46 38 65 14 97 63 1519 28 102 51 63 27 33 333 20 52 22 49
internal_value=0 -0.000292167 -0.000272687 -0.000332725 -0.000301269 0.000257811 0.0005106 -0.000278333 -0.000304642 -0.000282279 -0.000308871 -0.000279838 -0.000309837 -0.000250061 -0.000286779 -0.000324644 -0.000295629 -0.000148196 -0.000533709 -8.259e-05 -2.74732e-05 0.00020176 -0.000359612 -1.04255e-06 0.000162511 -0.000565151 3.11429e-05 -0.000625796 -9.8962e-05 0.000304618
internal_weight=0 0.0637596 0.0626271 0.05626 0.0543138 0.00636703 0.00471702 0.0530977 0.0513686 0.0503137 0.0487967 0.0470734 0.0454761 0.0428686 0.0412549 0.0394606 0.0382707 0.0236347 0.014636 0.0223293 0.021281 0.012591 0.00868997 0.0106971 0.00938037 0.00736596 0.00296089 0.0136165 0.00694902 0.00368577
internal_count=3910 3797 3732 3377 3220 355 309 3114 3032 3007 2984 2749 2717 2622 2576 2511 2473 888 1585 791 763 284 479 182 155 416 83 1571 104 71
is_linear=0
shrinkage=0.00142833


Tree=1132
num_leaves=31
num_cat=0
split_feature=151 4 155 39 9 14 47 16 375 124 12 41 158 3 14 13 52 2 403 3 160 15 49 1 16 4 4 1186 43 457
split_gain=0.00106821 0.000956119 0.00096257 0.00085118 0.000785509 0.00072409 0.000841418 0.000843817 0.000701042 0.00113949 0.000770837 0.000683344 0.000615147 0.000670797 0.000656855 0.000743959 0.00115839 0.00117243 0.000843357 0.000861422 0.000972082 0.000741105 0.000512019 0.00121913 0.000529044 0.000579459 0.000953625 0.000612549 0.00131943 0.000498811
threshold=-0.52174999999999983 0.28937500000000005 0.10222000000000002 0.18016500000000005 -0.016839999999999997 -0.46879999999999994 0.096475000000000019 -0.53943499999999989 -0.39991499999999996 0.11158000000000001 0.11655500000000001 0.078535000000000008 0.085745000000000002 -0.036619999999999993 0.077685000000000018 -0.094679999999999986 0.11588000000000002 0.097940000000000013 0.10150000000000002 -0.15121499999999996 -0.40446999999999994 -0.033649999999999992 0.13906000000000002 0.13148500000000005 0.28937500000000005 -0.44477499999999992 -0.10018999999999999 0.085080000000000003 1.0000000180025095e-35 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 -8 -6 10 11 12 14 -14 15 16 17 21 19 -17 -21 -10 23 24 25 -22 -27 28 29 -28
right_child=1 5 -4 -5 8 6 7 -9 9 -11 -12 -13 13 -15 -16 18 -18 -19 -20 20 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014009391239579276 0.0011250852426134455 -0.00035592642387588622 -0.0013355144401170113 0.0012743808806459575 -0.0012690123627052614 0.0011843936406254519 0.00098840983591935803 -0.00085278774742659786 -0.00057771971345029686 0.0013732274650639254 -0.00092856078974972041 -0.0010160816794238176 -0.0014570183840757886 -2.2068423480146718e-05 -0.0008936568223901055 0.00073630874776571726 -0.00072624799983862234 0.0013006077127134335 -0.001138119915299029 -0.001362354106940048 -0.0010497243261006486 0.00056999017971130729 0.00068153634312195614 -0.0013954682609404125 0.00070806494736366929 0.00072179434112592882 -0.00080893568294428261 0.00070382140111677248 -0.0014317556518910293 -2.155382484768034e-05
leaf_weight=0.0012096994323442791 0.0011395501657425191 0.0016774120924178959 0.0012643605013490369 0.0010110059143926256 0.0010621327437547725 0.0034142054108632349 0.0010002002806004384 0.0011198578872289033 0.0018116031180017709 0.0011314305520642156 0.0023055010152197566 0.0015718640118156371 0.0013293433788229558 0.0014410324688629563 0.0017109755930682083 0.002926785034873077 0.0016859844978256442 0.00314915875102173 0.0014966508108613654 0.0012229133202832356 0.0012342972760839141 0.0035038848462107799 0.0019652365167712729 0.0014383763757450643 0.0019655767723065756 0.0031749937102816114 0.001874267686566288 0.0017501918667619512 0.0016835422054883855 0.019219782069458
leaf_count=65 57 55 177 21 10 312 17 25 39 18 128 129 244 37 55 42 51 83 187 209 60 75 41 22 100 41 188 42 276 1104
internal_value=0 -2.03282e-05 -7.69368e-05 -5.16001e-05 -7.3294e-05 0.000482597 0.00073675 1.58518e-05 -9.58082e-05 -7.48982e-05 -0.000102924 -6.90277e-05 -4.17555e-05 -0.000710618 -5.99315e-06 2.43197e-05 0.000376524 0.000596174 -6.51638e-05 -2.34059e-05 -8.59889e-05 0.000178832 -4.04903e-05 -8.4365e-05 -2.33392e-05 -7.30205e-05 -2.95035e-05 -0.000126755 -0.000190575 -9.1515e-05
internal_weight=0 0.0712821 0.0640704 0.0628061 0.0617951 0.00721168 0.00553426 0.00212006 0.0606555 0.0595934 0.058462 0.0561565 0.0545846 0.00277038 0.0518142 0.0501032 0.0101506 0.00846465 0.0399526 0.038456 0.0355292 0.00531549 0.0343063 0.032341 0.0309027 0.0289371 0.0277028 0.0245278 0.0227776 0.021094
internal_count=3910 3845 3436 3259 3238 409 354 42 3181 3171 3153 3025 2896 281 2615 2560 248 197 2312 2125 2083 114 1874 1833 1811 1711 1651 1610 1568 1292
is_linear=0
shrinkage=0.00145689


Tree=1133
num_leaves=31
num_cat=0
split_feature=31 151 4 1348 11 12 16 1 1213 155 480 1456 4 14 475 403 3 38 124 39 42 2 3 133 159 1 13 12 43 13
split_gain=0.000947283 0.000750514 0.0010011 0.000834995 0.0010487 0.000766069 0.000922695 0.000793671 0.000752392 0.000714406 0.000734048 0.000720428 0.000682827 0.000652728 0.000645582 0.00102425 0.000762141 0.00074115 0.000978334 0.000690995 0.00139062 0.000681787 0.000581592 0.000511187 0.000655208 0.000627527 0.00075676 0.000593099 0.00075646 0.000598699
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.27608500000000008 0.084620000000000015 0.08184000000000001 -0.071274999999999991 -0.54165499999999989 0.11235500000000002 -0.082704999999999987 0.10222000000000002 0.08456000000000001 -1.0000000180025095e-35 0.50657000000000008 0.077685000000000018 -0.083764999999999992 -1.0000000180025095e-35 -0.15327499999999997 0.12641000000000005 -0.048219999999999992 0.16168500000000002 -0.11145999999999999 0.091250000000000012 0.11818000000000002 -0.26719999999999994 0.10519500000000001 0.10871500000000002 -0.10023999999999998 0.10214500000000001 -0.16369999999999998 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -4 -7 22 -3 10 11 -10 -9 14 -13 21 -17 18 -18 20 -20 -16 -8 -22 25 27 -27 28 -25 -30
right_child=1 2 5 -5 -6 6 7 12 9 -11 -12 13 -14 -15 15 16 17 -19 19 -21 23 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00083955771024545555 -0.0011317437059972177 -0.001171793930206771 0.0011081429421711023 0.0007151506238841426 -0.0011717941969233963 0.00097013725207386377 -0.00012958145241618877 -0.00016824666510436038 -0.00082702831901965287 -0.0010974813877425221 -0.0011718001781294586 0.00049140043367687568 0.0010390044947118796 -0.00092158867623075855 -0.0011718089409572723 0.0004201751335360589 0.00064903238687848011 -0.0011085248109338551 -0.0011719530534101451 0.00070540760605059091 -0.00085517700939059772 -4.2961504425778854e-05 -0.0011721199230496661 0.0007349717177509578 -0.00098137949974468823 0.0011718015751642967 5.7326204417937072e-05 -0.00076919763918730736 0.00024074783389236063 -0.00026718905042834751
leaf_weight=0.0011523546461065228 0.0012488102592094199 0.0012135605111990291 0.0010489750808231335 0.0011634556125059694 0.0017840987082791129 0.001194308020438406 0.0017077017009228257 0.0016714579926162543 0.0023885738765311295 0.0012993283245577017 0.0010856279981293895 0.0020969197398910113 0.0010456161454790447 0.0015309979693256528 0.0022293862547739787 0.0032557721443424578 0.0020324619796561185 0.001121422501938695 0.0019699813090334741 0.0011557850218650847 0.0013878346492932616 0.0010955309232980603 0.001289332961277978 0.0013308792386226278 0.0011917014063120837 0.0010073802955901101 0.0049315018529654244 0.0021269636629028801 0.0038892933289176304 0.017617551112493426
leaf_count=113 65 351 129 52 154 60 40 62 313 105 236 145 71 51 472 38 95 18 83 19 146 167 8 22 94 52 62 54 71 562
internal_value=0 -0.000231752 -0.000214943 -0.000267639 -0.000287441 0.000175145 3.34789e-05 -0.000162292 -0.000259246 -0.000239017 -0.000218146 -0.000198373 0.000296342 -0.000168324 -0.000144517 -0.000173291 -0.000124862 -0.00016949 -0.000142238 -0.000186168 -0.000215234 -0.000799864 -0.000578085 -0.000158945 -0.000128839 -9.59637e-05 0.000246369 -0.000177402 -0.000122285 -0.000175334
internal_weight=0 0.0681122 0.0668634 0.058906 0.0577426 0.00795739 0.00690842 0.00571411 0.0559585 0.0547449 0.0534456 0.0523599 0.00271707 0.0499714 0.0484404 0.0463434 0.0430185 0.0397628 0.0386413 0.0366089 0.0354531 0.00332492 0.00299703 0.0334831 0.0320953 0.0309036 0.00593888 0.0249647 0.0228377 0.0215068
internal_count=3910 3797 3732 3362 3310 370 241 181 3156 2805 2700 2464 133 2151 2100 1955 1316 1278 1260 1165 1146 639 48 1063 917 823 114 709 655 633
is_linear=0
shrinkage=0.00117172


Tree=1134
num_leaves=23
num_cat=0
split_feature=14 157 0 42 123 48 14 49 3 160 16 3 160 43 12 43 0 15 1 43 4 0
split_gain=0.000160609 0.00017734 0.000176776 0.000132149 0.000218602 0.000309492 0.000211567 0.000248256 0.000199476 0.000295525 0.000278901 0.000277552 0.0002801 0.000245888 0.000266542 0.000257969 0.000165405 0.000248965 0.000141029 0.000129126 0.000127855 0.000167923
threshold=0.05884000000000001 -0.077044999999999988 -0.098179999999999976 -1.0000000180025095e-35 0.083745000000000014 0.12649500000000002 -0.13131999999999996 0.10513500000000002 0.099570000000000006 0.099550000000000013 0.20277000000000003 -0.11266 -1.0000000180025095e-35 -0.074254999999999988 0.088375000000000023 -0.08768999999999999 -0.07773999999999999 -0.017214999999999998 0.10498500000000001 -0.15109999999999998 -0.0025899999999999994 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 6 -5 8 9 11 18 19 -13 15 20 -14 -3 -18 -10 -8 -15 -22
right_child=-2 3 -4 4 -6 -7 7 -9 10 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.0022355473087520387 -0.0017931817224844547 -0.0018415446107938854 -0.00023893468185135549 -0.0015951139832386147 0.0020749450488456692 -0.0023023836184340703 0.0024837659053210935 0.0021044928049499573 0.00089635268765982264 -0.0022169635193782155 -0.00066536298544816542 -0.0024219817748622093 -0.00041088768485043528 0.0010142134007988237 -0.0026000088561328239 0.0023075596936704603 -0.0017025090289444582 0.0012275405941996355 0.0032509614185613133 0.0005242243354602028 -0.0019561684120013032 0.00044018737141449359
leaf_weight=0.0013535164527880283 0.0010187760269120263 0.0018049763904736393 0.0010010150876867676 0.0013883541115684564 0.001007994039218695 0.0011518238198626731 0.0010561920933005453 0.0012848003872822913 0.001021536958759838 0.0012822946843217562 0.0011792573026848663 0.0011376397016421092 0.0013337823374748314 0.0013372938173732418 0.0010907052131288453 0.0014545641748832097 0.0010217278940478636 0.0013309476161939273 0.001006621364287863 0.0018343912623901499 0.0011272144695908537 0.0012068816020103304
leaf_count=59 141 671 393 83 244 82 40 147 33 147 46 499 82 187 317 93 143 161 127 137 28 50
internal_value=0 1.20876e-05 0.00118354 -9.79811e-05 4.66164e-05 -5.61588e-05 8.18905e-05 0.000216061 6.50647e-05 -0.000183348 0.00106114 4.18678e-05 -0.000356833 -4.56729e-05 -0.000662168 0.00100721 -0.000824901 -4.49313e-05 0.002065 0.00124022 -8.64702e-05 -0.000717094
internal_weight=0 0.0274135 0.00235453 0.025059 0.0209013 0.0198934 0.0187415 0.0173532 0.0160684 0.012861 0.00320742 0.0115787 0.00868808 0.00755044 0.0047621 0.00278835 0.00415765 0.00235268 0.00202816 0.00289058 0.00367139 0.0023341
internal_count=3910 3769 452 3317 2342 2098 2016 1933 1786 1580 206 1433 1256 757 582 175 975 304 160 177 265 78
is_linear=0
shrinkage=0.0044645


Tree=1135
num_leaves=22
num_cat=0
split_feature=51 1 13 13 403 12 16 13 0 0 47 3 0 160 4 0 474 3 49 2 15
split_gain=0.000143328 0.000316679 0.000243545 0.000271277 0.000210669 0.000302399 0.000361092 0.000360325 0.000290388 0.000264467 0.000244296 0.000204405 0.000130106 0.000120837 0.000197731 0.000288888 0.000189185 0.000159123 0.000109264 9.55206e-05 7.3424e-05
threshold=-0.40274499999999996 0.12730000000000002 0.17936000000000002 0.097095000000000015 0.03138500000000001 0.085845000000000019 0.081265000000000018 -0.070604999999999987 -0.079019999999999993 -0.083564999999999987 0.096300000000000011 -0.078669999999999976 -0.08824499999999999 -1.0000000180025095e-35 0.0057500000000000008 -0.15713499999999997 0.083840000000000012 0.092005000000000017 -0.014479999999999998 0.097940000000000013 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 11 10 -6 13 18 -13 16 15 -15 -2 20 -7 -3 -16
right_child=1 19 -4 -5 9 7 -8 -9 -10 -11 -12 12 -14 14 17 -17 -18 -19 -20 -21 -22
leaf_value=-0.0013196849352810399 -0.0011423969745310561 0.0019314834564773018 -0.0013113798794895098 0.0016061029682861608 -0.00045143073016508178 -0.00035911953294108783 -0.0018324670842901655 -0.0022243594041889835 0.0019215249566371616 0.0017498976355045655 -0.0014768202691502275 -0.00063005756409544608 0.00092281494770342506 -0.0011605761226507964 0.0011880058748527714 0.00092744408672916186 0.00078399488584233459 0.0020615720437020019 -0.0019544262428775505 0.00058906970485066883 -9.5312499870237947e-05
leaf_weight=0.001000680403383968 0.0015241833307339343 0.0010977018428879872 0.0018603593670967191 0.0011697984158422206 0.0011354581152143994 0.0010029721279556369 0.0010689181158889402 0.0016588827826264502 0.001135382033821907 0.0015205638010640224 0.0010721924213866743 0.0010968621312255344 0.0015518400898228936 0.0015670037702530974 0.0010131944624540701 0.001590067763739272 0.0010092959146893454 0.0012631924780244219 0.0010432744528647286 0.0014860388966406735 0.0011158323142943516
leaf_count=145 239 112 174 128 208 99 160 844 149 159 84 57 199 46 34 273 113 59 377 208 43
internal_value=0 1.04485e-05 -0.000111218 -1.2157e-05 -0.000100745 -0.000229843 8.47215e-05 -0.000841723 0.000266232 0.000808823 8.1161e-05 -0.000353191 0.00027975 0.000265076 0.00051266 -0.000108939 -0.000374955 0.00109117 -0.00117248 0.00115939 0.000515413
internal_weight=0 0.026983 0.0243993 0.0225389 0.0213691 0.0187131 0.0123593 0.00635383 0.0112903 0.00265602 0.010155 0.00469495 0.0026487 0.00908277 0.00654929 0.00315707 0.00253348 0.00339222 0.00204625 0.00258374 0.00212903
internal_count=3910 3765 3445 3271 3143 2776 1200 1576 1040 367 891 732 256 807 455 319 352 136 476 320 77
is_linear=0
shrinkage=0.00345121


Tree=1136
num_leaves=22
num_cat=0
split_feature=150 1 16 1374 48 1 376 12 12 12 4 15 1 2 12 3 47 47 52 16 12
split_gain=0.000125534 0.000232158 0.000276203 0.000253927 0.000209276 0.000205398 0.000238315 0.000195919 0.000212452 0.000198797 0.000175584 0.000170848 0.000221775 0.000217401 0.000273322 0.000187836 0.000283523 0.00015046 9.3108e-05 8.92354e-05 0.000254611
threshold=0.082085000000000019 0.085835000000000009 -0.09601999999999998 -0.094679999999999986 -1.0000000180025095e-35 0.13026000000000001 0.048375000000000008 0.10852500000000001 0.10007000000000001 0.095295000000000019 -0.49837999999999999 -0.07142999999999998 0.091845000000000024 0.083585000000000007 0.078515000000000015 0.10420500000000001 0.09252500000000001 0.13177500000000003 0.09716000000000001 0.032820000000000009 0.084575000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 8 9 10 -6 12 -12 14 -13 16 -14 -7 19 20 -15
right_child=1 2 3 -5 5 17 -8 -9 -10 -11 11 13 15 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0017889376532897838 -0.0007556762069496943 0.0028111543314434939 -0.0012021947878582263 0.0014048258038639749 -0.0019033654578952111 0.0018816072330053734 0.0017019112516090437 -0.0020947272157004803 0.0013922026766134731 -0.0020629414670201964 -0.0021548713068144766 0.00073104490706719135 0.0021441384167135069 0.0028562485743292413 -0.0022273814197052988 -0.0014131933732097867 -0.00068431659067499614 -5.55880131992892e-05 -0.00039827710050565355 6.7944884232144995e-05 0.00042541719738842075
leaf_weight=0.0012928354961951874 0.0016776000505034352 0.0011151516201811651 0.0010576402088577908 0.0015926494345657183 0.0010046971040615872 0.0014554370504413208 0.0010164475916792917 0.0010331275442383775 0.0012484435761873349 0.0011043505064082535 0.001310292168502248 0.0010078307047924982 0.0010282678393056521 0.0011980198682362275 0.0011234318109816649 0.0013769855033629597 0.0014573362078849073 0.0012835630550114274 0.001011607966044395 0.0012642450530270244 0.0018885020612857129
leaf_count=128 167 122 26 198 101 219 88 239 198 294 473 52 96 120 385 56 67 41 212 152 476
internal_value=0 0.00052049 0.00108905 0.000364453 -0.000178758 -7.87372e-05 -0.000238245 -0.00035386 -0.00024162 -0.000379668 -0.000243694 -0.00011205 -0.000688589 0.000285936 -0.000828402 -0.000191187 0.000485785 0.00097379 0.000728827 0.000990893 0.00136893
internal_weight=0 0.00544304 0.00376544 0.00265029 0.0221054 0.0208126 0.0180736 0.0170571 0.016024 0.0147756 0.0136712 0.0126665 0.00517288 0.00749364 0.00213126 0.00386259 0.0024856 0.002739 0.00536237 0.00435077 0.00308652
internal_count=3910 513 346 224 3397 3269 3009 2921 2682 2484 2190 2089 692 1397 437 219 163 260 960 748 596
is_linear=0
shrinkage=0.00412451


Tree=1137
num_leaves=20
num_cat=0
split_feature=147 52 15 11 3 156 2 16 151 3 4 15 150 47 15 1 2 12 16
split_gain=0.000117932 0.000191597 0.000210279 0.000280463 0.000183405 0.00018883 0.000169064 0.000233507 0.000153806 0.000202458 0.000277166 0.000317459 0.000272408 0.000274789 0.000311346 0.000201981 0.000212826 0.000145553 0.000136518
threshold=0.088565000000000019 0.28122000000000008 -0.24219999999999997 0.08184000000000001 -0.10628499999999998 0.086995000000000017 0.088820000000000024 0.15100500000000003 0.056555000000000001 -0.078884999999999997 0.00046500000000000008 -0.017214999999999998 0.086420000000000011 0.09550500000000002 -0.10071499999999999 0.085110000000000005 0.099015000000000006 0.086935000000000012 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 -8 9 17 15 12 13 -12 -15 16 -11 -6 -17
right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 11 -13 -14 14 -16 18 -18 -19 -20
leaf_value=0.0014431011442656468 0.0014575749128479946 -0.0017521386178163784 -0.00029875778350449883 -0.0023769917314711208 0.00014866996013221371 -0.0019495267355805058 0.0033001512926380391 0.0002662519174038036 -0.0013445834390739069 -0.0012960808111038638 -0.002929675777361908 0.0014350509421751072 0.001213376889177526 0.0011666768660084687 -0.0022816930007351168 0.0027757638071395354 0.0015353206446778215 -0.0017410277558913229 0.00090785616301078181
leaf_weight=0.0019091719690241217 0.0010473554731793558 0.0013800428108770848 0.0013790499330311691 0.0010966948840656623 0.0015173191847996518 0.0011949985461847104 0.001031265067701681 0.0010738779894552408 0.001777553208863746 0.0011629259304563669 0.0015416037353321033 0.0016397197584896439 0.0010055906969119732 0.0011807116559541253 0.0010051900026302185 0.0016016277162683723 0.0010453868211174888 0.0019082876729836495 0.0016444616687105729
leaf_count=290 168 360 121 175 530 307 71 29 91 148 210 58 44 61 60 109 91 795 192
internal_value=0 -0.000100852 -8.64877e-06 -0.000130179 -1.66771e-05 -0.000199683 0.000940605 0.0017525 -7.68991e-05 7.08359e-05 0.00035319 -0.000291737 -0.00088996 -0.00145739 -0.000419061 0.00110671 4.42682e-05 -0.000904016 0.00182949
internal_weight=0 0.0260955 0.0247154 0.0228063 0.0217096 0.0182254 0.00348419 0.00210514 0.0170304 0.0152528 0.0118272 0.00637282 0.0047331 0.00372751 0.0021859 0.0054544 0.00220831 0.00342561 0.00324609
internal_count=3910 3742 3382 3092 2917 2696 221 100 2389 2298 973 433 375 331 121 540 239 1325 301
is_linear=0
shrinkage=0.00455379


Tree=1138
num_leaves=31
num_cat=0
split_feature=133 133 1212 376 14 376 160 484 52 1 3 16 38 48 12 1 1186 133 13 159 1429 0 43 42 16 13 15 0 16 0
split_gain=0.000604212 0.000616863 0.000985593 0.000545979 0.000504633 0.000828573 0.000540432 0.00037052 0.000744694 0.000601874 0.000483559 0.000498586 0.000494479 0.000438574 0.000341072 0.000647031 0.000436008 0.000409868 0.000390043 0.000356345 0.000375653 0.0003509 0.000377898 0.00027206 0.00052301 0.000362893 0.000359763 0.000353174 0.000306621 0.000346253
threshold=-0.26719999999999994 -0.15498499999999996 -1.0000000180025095e-35 0.11382500000000002 0.077685000000000018 0.048375000000000008 -0.40446999999999994 -0.0043499999999999988 -0.020314999999999996 0.13535500000000003 -0.15464999999999998 0.16388500000000003 0.10208000000000002 0.12862000000000004 0.092365000000000017 0.10420500000000001 0.085080000000000003 -0.0056849999999999991 -0.07409499999999998 0.09141500000000001 0.083780000000000007 -0.070894999999999986 -0.11046999999999998 0.088235000000000022 -0.25582999999999995 -0.091849999999999987 -0.10071499999999999 -0.08824499999999999 -0.08286499999999998 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -8 10 11 -9 13 14 15 16 17 -12 -17 20 23 22 -16 24 -19 -26 -27 -25 -28 -30
right_child=1 2 3 -5 -6 -7 7 9 -10 -11 12 -13 -14 -15 21 18 -18 19 -20 -21 -22 -23 -24 27 25 26 28 -29 29 -31
leaf_value=-0.0008619487083868537 0.00084733508138149286 -0.0013459961350670831 -0.00089827047988324312 -0.00097879194881280059 -0.00080473658753251972 0.00090177440754881559 -0.0013370575104173072 0.00091677706981788175 9.8737790851775249e-05 0.00077700451765595063 -0.00072567084645198607 -0.00020799630157907148 -0.00091968107394650223 -0.00074894720993162463 -1.5633831810283981e-06 0.0013460115984120656 0.00086586064015319974 -0.00089206944176336547 0.00037425533192676959 -0.000728562333400854 0.00088551126692017364 7.825872533247363e-05 -0.00087261596717692837 -0.0001117567006971625 0.00076954675258224703 0.00035750871146353628 3.3977922138089917e-05 0.00098652972485497453 -0.00016828253303412458 -0.0012008685875310344
leaf_weight=0.0015230964315275921 0.0015045081358877601 0.001006068031806139 0.0011588325748238806 0.0010065612181398001 0.0012917153641611714 0.0019690399366680813 0.0010445906834234409 0.0020738359637339976 0.0017519410239455182 0.0020623367082479574 0.0014122476902237993 0.0010887607718981229 0.0010753123111308929 0.0013208094136132323 0.0015829369764189805 0.0010220891607701788 0.0010404768235154896 0.001212100838678498 0.0027928882864616247 0.0010328175103846435 0.0010000284216991071 0.0039862288346185206 0.0020983187506757872 0.0010061712566979963 0.0011115628173499212 0.0026461271014755431 0.0030921205405904833 0.0011217389051729762 0.0013860038054111972 0.0010221467811216012
leaf_count=238 91 242 266 31 97 160 233 76 310 157 303 84 40 51 87 83 39 35 123 72 100 220 244 30 26 40 83 105 48 196
internal_value=0 -5.6925e-07 -2.86581e-05 1.18514e-06 2.39117e-05 4.93295e-05 7.5159e-06 3.44415e-05 -0.000437576 7.09189e-05 2.82464e-05 0.000529561 -2.29598e-05 9.30374e-06 4.43631e-05 0.000133446 2.15308e-05 -3.32284e-05 0.000634603 3.361e-05 9.14997e-05 -0.000198441 -0.000498064 2.8471e-05 -6.06974e-05 4.81502e-05 -5.02832e-05 0.000467211 -0.000246468 -0.000606567
internal_weight=0 0.0469203 0.0454158 0.0444097 0.0434032 0.0421115 0.0401424 0.0389836 0.00279653 0.0361871 0.0341247 0.0031626 0.0309621 0.0298868 0.028566 0.0208985 0.0170835 0.0160431 0.00381498 0.0146308 0.013598 0.00766748 0.00368126 0.012598 0.0104701 0.00925796 0.0081464 0.00212791 0.00550027 0.00240815
internal_count=3910 3672 3581 3339 3308 3211 3051 2785 543 2242 2085 160 1925 1885 1834 1283 1077 1038 206 735 663 551 331 563 428 393 367 135 327 244
is_linear=0
shrinkage=0.00134594


Tree=1139
num_leaves=31
num_cat=0
split_feature=151 4 31 14 150 38 3 39 1 159 124 33 9 484 160 14 15 52 52 403 49 43 4 16 52 15 133 15 16 52
split_gain=0.000904652 0.000978943 0.000854581 0.000704874 0.000553186 0.000570646 0.0011658 0.000598559 0.000878726 0.000643322 0.000609759 0.000516763 0.000657527 0.000510275 0.000507316 0.000445299 0.000439368 0.000422289 0.000534693 0.000881383 0.000534616 0.000446136 0.0010248 0.000582102 0.000812308 0.000656322 0.00079392 0.000647262 0.000594269 0.000482065
threshold=-0.52174999999999983 0.27608500000000008 -1.0000000180025095e-35 0.077685000000000018 -0.23067999999999997 1.0000000180025095e-35 0.30601500000000009 0.16168500000000002 0.14132000000000003 -0.034019999999999988 -0.036134999999999994 -0.007134999999999999 0.09011000000000001 -0.0043499999999999988 -0.012309999999999998 -0.46879999999999994 -0.22917999999999997 -0.42985499999999993 -0.081429999999999989 -1.0000000180025095e-35 0.10581000000000002 -0.50992999999999988 -0.51381999999999983 -0.006474999999999999 0.090300000000000005 0.085120000000000015 -1.0000000180025095e-35 -0.10312999999999999 -0.072359999999999994 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 14 -11 -12 13 -13 -6 -3 -17 -15 -19 -20 21 -21 -23 24 25 26 -24 -28 -29 -27
right_child=1 15 3 -5 5 -7 -8 -9 -10 10 11 12 -14 17 -16 16 -18 18 19 20 -22 22 23 -25 -26 29 27 28 -30 -31
leaf_value=-0.0012672466544269125 0.001038114121936051 -0.00016995538036262522 0.00083252761670020989 -0.00090424867954068421 -0.0013196090979253371 -0.00083805327065698831 0.0013196155786116481 0.00089497399463834507 -0.0012029556497687149 0.00064919743587684483 -0.00099175946096386716 -0.00079317526289150785 0.00096458480363395321 -0.00069353571684637697 -7.575287304287671e-05 0.0010550329584717271 0.00027036833197493891 0.00028680200259015174 -0.0011773756150072574 0.00066287566771261745 0.00079839255755037445 -0.0013198527121414114 -0.0012829954204893622 0.0004509031456231257 -0.00091765167888429764 9.8527134954171428e-05 0.00072215757497268217 -0.00010389565981821549 -0.0011707341233062039 0.0010822162286226785
leaf_weight=0.0010412146597733587 0.0011454292403816338 0.0015169414808871018 0.0011214166303261655 0.0018936916186840227 0.0013017115048989392 0.001779819402289994 0.0010181956320138843 0.0010098961139988196 0.001295426305205182 0.0020099751572075766 0.001091152519336446 0.0017597465755395661 0.0010386876218433363 0.0017535811554452154 0.001017006462189717 0.0023875411469234109 0.002590959147437121 0.007205897887431644 0.0013062024231228478 0.0012230716420873434 0.0011899711979204133 0.0012399348860334487 0.0011880507771259152 0.0030053467344730951 0.0022455115409309992 0.0038036500576872365 0.0013053700187981481 0.0048602978345613041 0.0011183531311203081 0.0011237158618744303
leaf_count=65 59 56 17 118 362 61 69 19 21 109 23 308 8 283 100 237 131 281 705 22 30 12 108 115 224 170 17 75 77 28
internal_value=0 -2.59969e-05 -8.8543e-05 -0.000114931 -8.31361e-05 -0.000105512 -7.59547e-05 -0.000108929 -0.000133021 -9.90392e-05 -5.83528e-05 -9.73603e-05 -6.97664e-05 -0.000101063 -0.000774045 0.000455956 0.00064667 -6.3667e-05 -2.78237e-05 -0.000123851 -6.21511e-05 -0.000110652 -0.000158217 -8.0988e-05 -0.000183163 -6.00751e-05 -0.000282793 -0.000119656 -0.000303456 0.000322863
internal_weight=0 0.0565466 0.0500511 0.0489057 0.047012 0.0458906 0.0441108 0.0430926 0.0420827 0.0407872 0.0384685 0.0364585 0.0353674 0.0343287 0.00231872 0.00649544 0.0049785 0.032569 0.0308154 0.0236095 0.0223033 0.0211133 0.0198902 0.0186503 0.0156449 0.0133994 0.00847207 0.00728402 0.00597865 0.00492737
internal_count=3910 3845 3421 3362 3244 3227 3166 3097 3078 3057 2595 2486 2463 2455 462 424 368 2147 1864 1583 878 848 826 814 699 475 277 169 152 198
is_linear=0
shrinkage=0.00131955


Tree=1140
num_leaves=31
num_cat=0
split_feature=133 160 1 48 484 40 43 48 2 12 16 49 160 3 2 132 3 133 130 123 0 13 0 3 48 4 48 12 43 3
split_gain=0.000446127 0.000537316 0.000463537 0.000615919 0.000466465 0.000437158 0.000552658 0.000534218 0.000521013 0.000420112 0.000617628 0.000381932 0.000396701 0.000273663 0.000529468 0.000341939 0.000283324 0.000254271 0.000597896 0.000407749 0.000385793 0.000749459 0.000440247 0.000424963 0.000802392 0.000434603 0.000359069 0.000633024 0.000238259 0.000224316
threshold=-0.26719999999999994 -0.40446999999999994 0.10420500000000001 -0.088799999999999976 -0.0043499999999999988 -0.073884999999999992 -0.075819999999999985 0.12862000000000004 0.13345500000000002 0.051320000000000005 -0.11807499999999999 -0.018544999999999996 -0.087309999999999985 -0.11266 0.11462500000000002 0.079995000000000011 -0.089974999999999986 -0.085714999999999986 -0.08075499999999998 1.0000000180025095e-35 -0.10071499999999999 -0.0030249999999999995 -0.10209999999999998 0.084925000000000014 0.086285000000000014 0.074650000000000008 0.086870000000000017 0.090385000000000007 -0.016244999999999996 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 9 11 -9 -7 -11 -8 -13 15 16 28 -15 18 -18 20 22 26 23 25 -25 -19 27 -22 -6 -14
right_child=1 2 3 5 13 6 7 8 -10 10 -12 12 29 14 -16 -17 17 19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098479631607433556 -0.001069884691137614 -0.0010133014182916924 -0.00096616124682247283 0.0013368495142067533 -0.00036013689693294165 0.00053281523729806169 0.0015359437815912755 -0.0010851737456984581 0.00052843974687324165 4.7729125802790782e-05 -0.0016408577408891581 0.0013861865031828664 0.0007536622686526251 -0.0006655510163304948 -0.0012646395778753883 0.0011423610048069692 0.0014143633726845333 -0.0013871193446350319 -0.00026047101092732867 0.00087780880206365269 -0.001171581961463886 -0.0013136628634236875 0.00098589419287860454 0.00096797356363791402 -0.0004124482927066901 8.9324277047620523e-05 0.00056112322655557992 0.00015278741721479343 0.00045620193902503676 4.7642232040712263e-05
leaf_weight=0.0012831215993892022 0.0012368503512299447 0.001422289297619935 0.0010321215896738076 0.0011063975639289412 0.0017931005956088875 0.0011183288806724265 0.0011683811292164696 0.0010440974507446299 0.0011126791623041754 0.0013400920888670953 0.0010322256152335285 0.0011473388694200901 0.0019668222439630538 0.0019508561104846179 0.0010494230880623836 0.0010284358676155847 0.0010516982244919149 0.001101862936394582 0.0012626054255178978 0.0011161005796145309 0.0016073857956914418 0.0018785562260954149 0.0012738245803447443 0.0020830185079603325 0.0024866057503913908 0.0010462974396361346 0.0015313757232494618 0.0024559734521633625 0.0020774767559057451 0.0031539282683565812
leaf_count=238 290 502 30 171 62 56 97 32 39 24 66 42 99 302 129 49 18 30 186 79 429 195 8 37 38 43 73 278 91 177
internal_value=0 -3.56309e-06 2.67984e-05 0.000257549 -9.76865e-05 0.000346554 0.000262813 0.000466216 -0.000252712 -0.000296195 -0.000686997 0.000674725 0.000514193 -4.90845e-05 -0.000127516 0.000301455 -7.02715e-05 -8.8115e-06 0.000500631 -7.99172e-05 -0.000149036 -0.000417011 0.000101558 -6.61297e-05 0.000216804 -0.000667993 -0.00011594 -0.000371107 7.80212e-05 0.000318817
internal_weight=0 0.0446761 0.0434393 0.0152224 0.0282169 0.0141903 0.0130839 0.00959325 0.00215678 0.00349065 0.00237232 0.00743647 0.00626809 0.0267946 0.0218956 0.00489901 0.0208462 0.0188953 0.0023143 0.016581 0.0154649 0.00747329 0.00799161 0.00671778 0.00456962 0.00214816 0.00559473 0.00406336 0.00387058 0.00512075
internal_count=3910 3672 3382 833 2549 803 632 486 71 146 90 415 318 2047 1845 202 1716 1414 204 1210 1131 975 156 148 75 73 780 707 153 276
is_linear=0
shrinkage=0.0016407


Tree=1141
num_leaves=31
num_cat=0
split_feature=9 14 1429 133 160 38 3 133 403 376 40 48 51 3 15 4 150 403 1 484 1 12 2 13 42 4 1186 0 3 1
split_gain=0.000781508 0.00061863 0.000630685 0.000639026 0.000798372 0.000604154 0.00150292 0.000499032 0.000957884 0.000887281 0.000715038 0.000836272 0.00100751 0.000732403 0.000671422 0.000545926 0.00054279 0.000578859 0.000656973 0.000619579 0.000622586 0.000493569 0.000774105 0.000574815 0.000861023 0.000561942 0.000532313 0.000537199 0.000750282 0.000586219
threshold=-0.016839999999999997 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.11976000000000002 0.24227500000000002 -0.15498499999999996 0.10150000000000002 0.11605500000000001 -0.018084999999999997 0.12649500000000002 0.13118000000000002 0.10420500000000001 -0.090674999999999992 -0.060264999999999992 0.10883000000000001 -1.0000000180025095e-35 0.080320000000000016 -0.0043499999999999988 0.12958500000000003 0.092365000000000017 0.10648500000000001 -0.075169999999999987 0.095565000000000011 -0.39075499999999991 0.085080000000000003 -0.076734999999999984 -0.084129999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 10 -9 12 13 16 -15 -16 17 18 -12 -19 21 22 25 -23 -25 -21 27 28 -27 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 19 -20 20 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0011856132111607435 -0.0010970448721256121 -0.00093157372604669097 -0.00090184695775581605 -0.00097330348872522361 0.00085188449578589369 -0.001002309718435779 0.0012635357964753049 0.00070751573595974218 -0.0012360537022740477 -0.0012676170060993365 -0.0014283758951221654 -0.00081469175565017187 -0.001343190572415946 -8.968912935208891e-05 0.00014859821326818155 0.0013612780514315242 -0.00073003752828848859 -0.00088448926389501751 0.00014081605946456935 -0.00082309076208237155 0.001260053074962496 -0.0010331933553073287 0.0012742885109325985 0.00034289908530325114 -0.0011549027544660673 -0.00071792515086620615 0.0011591125369179096 0.00093051381023609816 0.00034817805976965265 -0.00061351558268033261
leaf_weight=0.0010521821708688863 0.0011082854129131894 0.0016022447082022486 0.0015829689026436436 0.0015995294201579515 0.0014325167720343748 0.001084081378003531 0.0020797323508756618 0.0032448464785024269 0.0012523705988600744 0.0010472274510240345 0.0010861836848581321 0.0023586113213180928 0.0010109822141903526 0.0019104824194755565 0.0011236511491432566 0.0023231983778657641 0.0018645490419597613 0.0011852421005508198 0.0010910819827942841 0.001110040962601015 0.0010294675781281617 0.0013939374854681219 0.0013737389372430178 0.0035711558622040221 0.0010028854599246628 0.0021321827874671686 0.0011610794251168963 0.0016109986862176484 0.0090593044596181116 0.0015084406501841849
leaf_count=121 178 124 225 261 53 24 146 235 191 25 590 70 71 31 26 44 96 357 206 29 26 50 72 122 62 187 13 41 205 29
internal_value=0 -5.70905e-05 -3.08219e-05 -8.19758e-06 1.97331e-05 5.21175e-05 7.59497e-05 2.21215e-05 -4.61873e-06 3.10812e-05 6.33461e-05 9.62265e-06 6.28186e-05 0.000102817 0.000589499 0.000965952 1.64257e-05 6.55792e-05 -0.000642015 0.00012452 0.000172446 0.000125645 0.000243922 -0.000230211 1.44972e-05 0.000158561 0.00022899 0.000153527 5.4965e-05 0.000210906
internal_weight=0 0.054941 0.0533388 0.0522305 0.0506475 0.049048 0.0479639 0.0458842 0.0444517 0.0431993 0.0421521 0.0389072 0.0365486 0.0355376 0.00535733 0.00344685 0.0301803 0.0283157 0.00217727 0.0261385 0.0249532 0.0239238 0.0179558 0.00596798 0.00457404 0.016582 0.015472 0.0143109 0.0126999 0.0105677
internal_count=3910 3789 3665 3487 3262 3001 2977 2831 2778 2587 2562 2327 2257 2186 101 70 2085 1989 796 1193 836 810 576 234 184 504 475 462 421 234
is_linear=0
shrinkage=0.00142833


Tree=1142
num_leaves=31
num_cat=0
split_feature=453 4 11 1456 1213 133 133 376 123 40 130 43 4 38 160 15 475 43 13 15 49 16 52 1186 1 1 12 15 0 16
split_gain=0.000727311 0.000780702 0.000787124 0.000523197 0.000505756 0.000435267 0.000558608 0.000662632 0.000920443 0.000715062 0.000564332 0.000626754 0.000711264 0.000657629 0.000619611 0.000583017 0.000528482 0.000789487 0.000441799 0.000735291 0.000601084 0.000560224 0.000709467 0.000435014 0.000768699 0.000428864 0.000367477 0.000333109 0.000446743 0.000833117
threshold=0.096095000000000014 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -0.081334999999999977 -0.26719999999999994 -0.085714999999999986 0.11605500000000001 0.087570000000000023 -0.083709999999999993 -0.0015749999999999998 -0.17307499999999998 -0.49269499999999994 1.0000000180025095e-35 -0.23073999999999997 0.024640000000000006 -0.084444999999999978 -0.089949999999999988 -0.098524999999999988 0.088615000000000013 -0.24910499999999997 -0.19424999999999998 0.0033900000000000002 0.085080000000000003 0.087480000000000016 0.11235500000000002 0.084535000000000013 -0.10469999999999999 -0.10071499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 23 8 9 -8 -11 15 -13 14 -14 -12 -16 -18 26 21 -21 -20 27 24 -7 -3 -19 -23 29 -29
right_child=-2 25 -4 4 5 6 7 -9 -10 10 11 12 13 -15 16 -17 17 18 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00078444378864941933 -0.0012233738507225424 8.7108931017677022e-05 -0.0011034084975743469 -0.00094530912399499783 -0.00085727981592962146 -0.00046376787474713738 0.0010010701644256811 -0.0011182171043253317 0.0012681527418273229 -0.00078561882223155842 0.00089334239364076775 -0.0012472751254091099 -0.00095906309488722938 -0.0011652943875484867 -0.00080041070155503942 -0.00026959626039280274 -0.00098485972726636067 0.0012558188666550103 -0.0005311274665740814 3.8418179261594938e-05 -0.0014284062268667536 -0.00058283091767044929 0.0010286873279956804 0.00135199789899274 0.0011090301215652516 0.00087349177677661927 0.00031108003441819072 -5.3650245666115576e-06 -0.00012466957546151389 0.0011197219196633409
leaf_weight=0.0018285945242527959 0.0010252482277905975 0.0027494374659617895 0.0014568807209691661 0.0011336646005431486 0.0011181643889277551 0.0013723135373371323 0.0013543452784148249 0.0010624706322630564 0.0011776523560671484 0.0020394158097075113 0.0027141389676712526 0.0010388438045834001 0.001291296861637258 0.0010211229362062637 0.0013802662799470558 0.0013010569973097574 0.0012657476991410612 0.0012343645429844221 0.0018917344054400877 0.0011690147755700764 0.0011121832639172649 0.0011398267798443567 0.0022561225851541753 0.0010585691455249346 0.0011783006649306316 0.0029147264199551604 0.0026288487493957291 0.0029746450087486664 0.0040463979932782133 0.0024475151608420592
leaf_count=362 36 112 160 343 189 149 88 16 60 171 64 85 200 33 153 50 200 60 50 20 266 47 165 21 40 311 34 39 358 28
internal_value=0 -8.40595e-06 -7.04083e-05 -3.63876e-05 -4.13213e-06 2.17188e-05 4.61948e-05 -6.74506e-06 2.65344e-05 -1.60866e-05 -5.78916e-05 -9.88166e-06 -8.84592e-05 -4.19057e-05 4.27831e-06 0.000516512 5.71079e-05 0.000110504 0.00017684 7.79544e-05 -0.000676723 0.000194621 0.000301343 0.00058227 0.000262814 0.000491774 0.000612941 0.000146656 0.000234472 0.000502489
internal_weight=0 0.0513577 0.0456935 0.0442366 0.042408 0.0412744 0.0401562 0.036547 0.0354845 0.0343069 0.0329525 0.0309131 0.0268979 0.0258591 0.024838 0.0040152 0.0235467 0.0221664 0.0209007 0.0170374 0.0022812 0.0147562 0.0128645 0.00360918 0.00255061 0.00566416 0.00386321 0.0106084 0.00946856 0.00542216
internal_count=3910 3874 3451 3291 2929 2586 2397 2187 2171 2111 2023 1852 1738 1653 1620 114 1420 1267 1067 973 286 687 637 210 189 423 94 472 425 67
is_linear=0
shrinkage=0.00142833


Tree=1143
num_leaves=31
num_cat=0
split_feature=31 14 156 4 480 1374 133 376 123 483 38 3 159 133 3 42 15 454 0 1374 1 4 52 49 43 42 1186 52 133 16
split_gain=0.000733691 0.000440084 0.000412989 0.000519616 0.000687978 0.000507995 0.000501827 0.000496785 0.000568633 0.000539895 0.000570043 0.000659372 0.000479454 0.000548819 0.000677377 0.000483628 0.000476825 0.000447208 0.000503688 0.000552732 0.000508095 0.000515391 0.000503815 0.000597306 0.000523309 0.000437018 0.000716396 0.000544277 0.00057571 0.000536686
threshold=-1.0000000180025095e-35 0.077685000000000018 0.11815500000000002 0.51060500000000009 0.086640000000000009 0.090240000000000015 -0.26719999999999994 0.11605500000000001 0.086870000000000017 0.086245000000000002 1.0000000180025095e-35 0.16699000000000003 0.10519500000000001 0.093845000000000026 -0.15464999999999998 0.092145000000000019 0.088345000000000021 -1.0000000180025095e-35 -0.11991499999999998 -0.095439999999999983 0.077800000000000022 -0.0077799999999999996 0.16064500000000001 0.10251500000000001 -0.34918499999999997 -0.090359999999999982 0.084505000000000011 0.084240000000000023 0.065880000000000008 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 10 11 12 13 14 -8 16 -15 -16 19 -19 -21 -22 23 24 -20 -26 27 28 -27 -29
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 15 17 -17 -18 18 22 20 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.001060104876918081 -0.00079662649327749419 -0.00077637068678917856 -0.00084791626354542029 0.00083469187603454247 -0.0010562510230345658 -0.00090869163970925171 0.0007512824831336013 -0.00073450807772841977 0.00078293678816580684 -0.00090150733851164901 -0.00072759975848547299 0.00083336313133528276 -0.00080277000035133502 -0.00058935204255648852 -0.00076900793088844862 -0.001041559159441657 0.00060079343475252214 -0.00025658927453019214 0.0008701048990686145 -0.0002852226230991521 -3.0883525261705756e-05 0.00086897886034658733 -0.00087903015010387013 0.00090361625360458079 -0.00076361088595091762 -0.00014514344218847499 0.0010180032433408915 -0.0012900000476654123 0.00058187005610649918 -8.8224720856142184e-06
leaf_weight=0.0010161269931225894 0.0012536489216091731 0.0013590607753686248 0.0010121767585529176 0.0011807526415510408 0.0010770380148841232 0.0010296351666569939 0.0026423251294094138 0.0013653287754387114 0.0017380714324413118 0.0010210579196938121 0.0015124137009081542 0.0018603954354166055 0.0010864459126399542 0.0012464802846658954 0.0010327229727069556 0.0012960369647641579 0.0010280635941666283 0.0019889230574676731 0.0010012354925183998 0.0011215844233589539 0.0013814684471338268 0.0046530818334034052 0.0010860061141655932 0.0012161838602331434 0.0014792575924274494 0.0083242136312058693 0.0010230010428706757 0.0011740024345933686 0.0023340825712850352 0.0010249431738686985
leaf_count=113 211 124 127 133 229 60 86 23 102 201 61 81 177 160 42 233 78 20 24 32 51 125 178 95 170 464 28 267 182 33
internal_value=0 -5.01703e-05 -3.01065e-05 -1.29252e-05 -3.42205e-05 -1.02494e-05 1.03576e-05 3.35413e-05 5.83483e-05 2.72783e-05 5.12792e-05 8.22785e-05 4.36146e-05 6.98473e-05 0.000124361 -0.000410819 -5.14221e-05 6.69238e-05 9.79683e-05 0.000346693 0.000514365 0.000662977 -2.39097e-05 2.89247e-05 -3.6096e-05 -9.51683e-05 -2.39304e-05 -0.000106833 1.40668e-05 -0.000692835
internal_weight=0 0.0505496 0.0491906 0.0481784 0.0469976 0.0459206 0.044891 0.0436373 0.042272 0.0405339 0.0395129 0.0380005 0.0361401 0.0350536 0.031483 0.00357058 0.00227454 0.0288407 0.027808 0.00914506 0.00715613 0.00603455 0.0186629 0.0175769 0.0163607 0.0153595 0.0138802 0.0128572 0.0106583 0.00219895
internal_count=3910 3797 3673 3546 3413 3184 3124 2913 2890 2788 2587 2526 2445 2268 1797 471 238 1711 1669 228 208 176 1441 1263 1168 1144 974 946 646 300
is_linear=0
shrinkage=0.00129368


Tree=1144
num_leaves=31
num_cat=0
split_feature=158 1429 375 453 4 150 11 1213 0 160 40 48 42 42 16 1 43 43 50 15 49 42 3 1 51 151 133 4 42 2
split_gain=0.000899082 0.0008321 0.000751409 0.000729996 0.000795684 0.000830242 0.000644808 0.000668727 0.000735315 0.0010184 0.000867476 0.000723153 0.00072665 0.000716152 0.000951441 0.000696029 0.000673774 0.000942106 0.00055678 0.000559566 0.000529068 0.00088328 0.000684842 0.000632245 0.000574498 0.000600913 0.000472003 0.000504412 0.000597515 0.000527881
threshold=0.11034000000000001 -1.0000000180025095e-35 0.087245000000000017 0.093320000000000014 0.27608500000000008 -0.099594999999999975 0.08184000000000001 -1.0000000180025095e-35 -0.017269999999999997 -0.217635 0.096535000000000024 -0.085784999999999986 -0.11145999999999999 0.086825000000000013 0.23932500000000004 0.10031000000000002 -0.042649999999999993 0.056750000000000009 0.11901000000000002 -0.22917999999999997 -0.088329999999999978 0.088235000000000022 0.099570000000000006 0.092730000000000021 0.08955500000000001 -0.090394999999999989 0.092000000000000012 1.0000000180025095e-35 0.08622500000000001 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 -9 11 -11 -13 16 -15 20 -10 -18 19 -6 21 -14 23 24 25 -22 27 28 29 -27
right_child=-2 2 -4 -5 18 6 -8 8 13 10 -12 12 15 14 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00098183749913291311 -0.0011799819194050071 0.00085925272135050734 -0.00104933123740563 -0.0010362295042679387 0.0010675481850511417 -0.000713715410425987 -0.00091534860008874363 -0.0011091805512972949 0.0011301436843239943 -0.00076266184267550368 -0.00095789821712106581 -0.00073653150098782611 -0.0012202431550581124 -0.00091282398917505035 0.00066877291716478042 0.00042167688692512406 -0.00057418402697907711 0.00074975260031722986 -0.00038888243957935621 0.00023391395255999915 -0.0007701316943495045 0.00034147841709575424 0.00083935379030354964 -0.00067438279022938362 -0.0007671147564371931 -0.00072482457343688066 -0.00042816619000515685 0.00064752861253497855 0.00066581842738255349 0.00013336999664663462
leaf_weight=0.0013955006333670186 0.0010825199683310851 0.0017277338883747708 0.0010597541062438145 0.0010179696324144052 0.0025507366525283626 0.0020851453109833043 0.0013036704757678477 0.0014208872416980314 0.0023165350270981655 0.0017694821562983512 0.0015016245822110355 0.00170332251448324 0.0013927207959691925 0.0013886136037779551 0.001093787106583477 0.0085664490336396781 0.0013754150202949303 0.0023280470256850094 0.0010012777120209648 0.0026315036678079542 0.001073437590514815 0.0010014708907988279 0.0016782621055497762 0.002030911116283284 0.0012022617227049328 0.0016046065850341337 0.0016222171899709101 0.004338057694618592 0.0022328092216894468 0.0040963104888489532
leaf_count=181 167 35 39 40 265 548 111 263 67 51 30 109 56 43 10 257 52 32 16 127 109 24 25 119 91 111 320 164 122 326
internal_value=0 -1.38221e-05 9.0294e-06 2.8349e-05 4.7349e-05 -4.88743e-06 -3.52787e-05 -1.12874e-05 2.0736e-05 -5.61104e-05 -1.43308e-05 2.6963e-05 6.9898e-05 0.000357272 -0.000215946 0.000114439 0.000593644 0.000258061 0.000476945 0.000644235 -3.72845e-06 -0.000566988 6.41099e-05 -7.37461e-06 7.64015e-05 0.000144157 0.000214794 0.000299788 0.000109647 -0.000108181
internal_weight=0 0.0605105 0.059115 0.0580553 0.0570373 0.0508538 0.049126 0.0478224 0.0457372 0.0372348 0.0358139 0.0343123 0.0325428 0.0085024 0.0024824 0.0308395 0.00602 0.00370346 0.00618352 0.00518224 0.0222731 0.00239419 0.0198789 0.0182006 0.0161697 0.0149674 0.013894 0.0122718 0.00793373 0.00570092
internal_count=3910 3743 3562 3523 3483 3075 3040 2929 2381 2177 1914 1884 1833 204 53 1724 151 84 408 392 1467 80 1387 1362 1243 1152 1043 723 559 437
is_linear=0
shrinkage=0.00126831


Tree=1145
num_leaves=22
num_cat=0
split_feature=14 157 157 403 124 151 151 16 43 1 2 43 0 15 12 4 1 15 3 1 151
split_gain=0.000166693 0.000157677 0.00014516 0.000124894 0.000156235 0.000240099 0.000261651 0.000274956 0.000336607 0.000327496 0.000308884 0.000296951 0.00022456 0.000197661 0.000422546 0.000238835 0.00016141 0.000160839 9.19427e-05 8.52696e-05 5.90791e-05
threshold=0.064610000000000015 -0.077044999999999988 -0.082244999999999985 -1.0000000180025095e-35 -0.048219999999999992 -0.084129999999999996 -0.051109999999999996 -0.055679999999999993 -0.074254999999999988 0.095575000000000007 0.11635500000000001 0.066620000000000026 -0.017269999999999997 0.085120000000000015 0.084235000000000018 0.00046500000000000008 0.10688500000000002 0.091435000000000002 0.10856000000000002 0.11420000000000001 -0.14171999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 20 -7 9 12 13 16 18 -9 14 15 -8 -11 -15 -10 -18 -6
right_child=-2 3 -4 4 5 6 7 8 11 10 -12 -13 -14 17 -16 -17 19 -19 -20 -21 -22
leaf_value=0.00021559580493638194 -0.0021762621008902952 -0.0017924920642438452 0.0028663829043931799 0.0014684663481650776 -0.00097037218944456935 0.0026132173378511144 0.0015678744300548441 -0.00096619360991015652 -0.0022203877013194833 0.0023026547637105418 0.0039400860433746101 0.00015654690293939616 0.0016729725645642322 0.0019895771794326677 -0.0036737355358880917 -0.0013142708505195666 -0.0011251182004391317 -0.00060209967050678067 -0.0042732012602826972 0.00098548400218826456 -0.0027212814583775905
leaf_weight=0.0014002410527906295 0.0010144186407628477 0.0011804149853059933 0.0010139387850613682 0.0018654070075236331 0.0011387846589125949 0.0010680003012886177 0.0015143803849889045 0.0019815742110360635 0.0016005528294732374 0.0011972303628111636 0.0011387273337958304 0.0012359965840966769 0.0017096514410233077 0.0015270360455738041 0.0012124762579337478 0.0017811972226233763 0.001160636140244975 0.0012313668071359807 0.0010149803442960348 0.0010271735579993058 0.0010585439109584973
leaf_count=334 138 875 118 252 91 129 48 344 367 57 128 75 45 158 267 50 48 141 50 71 124
internal_value=0 2.53281e-05 0.00132891 -9.7393e-05 -1.56017e-05 -0.000138106 4.23842e-05 -9.96348e-05 -0.000895158 0.000409298 0.00153631 -0.00199858 0.000256179 -0.000292327 -0.000980675 1.01295e-05 0.000727678 0.000832638 -0.003017 -0.000134193 -0.00181386
internal_weight=0 0.0280583 0.00241418 0.0256441 0.0244637 0.0225983 0.020401 0.019333 0.00754276 0.0117902 0.00452377 0.00385153 0.00369123 0.00726646 0.00450805 0.00329558 0.00338504 0.0027584 0.00261553 0.00218781 0.00219733
internal_count=3910 3772 452 3320 2445 2193 1978 1849 881 968 304 492 389 664 365 98 176 299 417 119 215
is_linear=0
shrinkage=0.00533549


Tree=1146
num_leaves=23
num_cat=0
split_feature=45 15 16 158 13 403 403 50 3 1186 16 49 156 48 150 0 3 16 4 0 47 42
split_gain=0.00013366 0.000245293 0.000321191 0.000177459 0.000178715 0.000203232 0.000195324 0.000182578 0.000208396 0.000153535 0.000174025 0.000161211 0.000231026 0.000179061 0.00022185 0.0002931 0.000227797 0.000266082 0.000242737 0.000177533 7.43197e-05 6.58207e-05
threshold=0.08179500000000002 -0.15202999999999997 -0.11807499999999999 0.084965000000000027 -0.45122499999999993 -1.0000000180025095e-35 0.10150000000000002 0.086465000000000014 -0.15464999999999998 0.064110000000000014 -0.5152199999999999 0.090445000000000011 0.086765000000000023 0.095285000000000009 0.086420000000000011 -0.14012999999999998 0.10666500000000002 0.0015250000000000001 0.05309500000000001 -0.080229999999999982 0.09252500000000001 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 -7 10 -10 12 13 14 15 -12 17 18 19 -17 -20 -19
right_child=-2 3 -4 -5 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18 21 20 -21 -22 -23
leaf_value=0.002072533140957066 -0.0012868034409328421 0.0012395142790841906 -0.00031320399196636806 -0.0013205902301568612 -0.0015335760472478979 0.0013789870963102629 -0.0015206184961576608 -0.0013018978554902483 -0.0013041279651814801 0.0013568511679788097 0.0015699773336236326 0.0012778168981397973 -0.0016848046680609172 0.0012091320680145117 -0.001210265202152579 -0.0020914248772776014 -0.0015720104690815843 0.0017619312270894306 0.0010776633893732545 -0.00010243495421569611 -0.00016770574555610243 0.00052356096961167292
leaf_weight=0.0015522199452768226 0.0010134402735104677 0.0013084410183548069 0.0012726313101681088 0.0013868484570875436 0.0011601949273837139 0.0015450754268666522 0.0010224418575268115 0.0011543520597593259 0.0012711558433520136 0.0010161454016568419 0.0014862552537752644 0.0012220419134539298 0.0010009756580999793 0.0015112374256565095 0.001809966867587943 0.0012275618715179527 0.0011639428009733166 0.0010667967421784663 0.0011298226784237642 0.0010166693182849561 0.0012516632842647368 0.0010606916419291235
leaf_count=248 70 41 167 334 797 154 224 411 90 42 67 225 210 128 84 223 23 61 39 123 24 125
internal_value=0 1.48436e-05 0.000997728 -9.70567e-05 -2.46203e-05 -9.94065e-05 -2.0009e-05 5.69579e-05 0.000140483 2.94535e-05 -5.37111e-05 5.26251e-05 -5.64585e-05 7.16347e-05 -8.1667e-05 0.000135566 -0.000133711 0.000114186 -0.000359693 -0.00119038 0.000423121 0.00114452
internal_weight=0 0.0276371 0.00282485 0.0248123 0.0234254 0.022117 0.0209568 0.0199344 0.01878 0.0172349 0.0162188 0.0149476 0.0137256 0.0127246 0.0112134 0.0094034 0.00791715 0.00675321 0.00462572 0.00224423 0.00238149 0.00212749
internal_count=3910 3840 415 3425 3091 3050 2253 2029 1618 1464 1422 1332 1107 897 769 685 618 595 409 346 63 186
is_linear=0
shrinkage=0.00352023


Tree=1147
num_leaves=31
num_cat=0
split_feature=31 151 4 11 2 150 40 474 2 123 160 13 159 156 16 4 1 3 15 0 4 0 3 15 3 47 47 15 0 4
split_gain=0.000960129 0.000894055 0.00100313 0.00085229 0.000680631 0.000961633 0.000965343 0.00101367 0.000909732 0.00100485 0.000829579 0.000731814 0.000712475 0.000713828 0.000723871 0.00121972 0.000673658 0.00115453 0.000770388 0.000853553 0.00081261 0.000726802 0.000956753 0.00104792 0.000754672 0.000638988 0.0006527 0.000723657 0.000658873 0.000716305
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.27608500000000008 0.08184000000000001 0.086545000000000025 0.085360000000000005 0.028705000000000001 0.084655000000000022 0.087005000000000013 0.087570000000000023 -1.0000000180025095e-35 -0.5337599999999999 -1.0000000180025095e-35 0.090560000000000015 0.23932500000000004 -0.49837999999999999 0.078340000000000007 0.088060000000000013 0.035895000000000003 -0.18087499999999998 0.0066400000000000009 -0.060094999999999989 -0.08323499999999999 0.088190000000000004 -0.086274999999999977 0.13206500000000002 0.10783500000000001 -0.10469999999999999 -0.10131499999999999 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 10 -6 11 -3 -10 -13 14 15 -14 21 -18 19 20 -19 22 -17 -24 -23 26 27 -12 -29 -30
right_child=1 2 -4 -5 8 -7 -8 -9 9 -11 25 12 13 -15 -16 16 17 18 -20 -21 -22 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012221642363530762 -0.0013343847970725699 -0.0013103084056652393 0.00046220443156598837 -0.0010564211929772025 0.00095778398464988271 -0.0013545042714209917 0.00094915002858780937 0.00069238053641096993 -0.0011158190140945635 0.00098523549123411209 -0.0014006225773809554 -0.0008308873587252202 -0.0013702755946355337 -0.00087348754953868804 0.00064787484890141249 -0.0010843034710373903 0.0010450527432177101 -0.00084531446902524226 -0.0010378870523264068 0.0011260243824711242 0.00045981524530430332 0.0010755334494662991 -0.00066618404017051416 0.00062769459946253737 -0.00024984261408938027 -0.0013137323106916677 0.00064703838972308806 0.00027944800237998191 -0.0002315400409857027 -0.0014003972751621752
leaf_weight=0.0011865574627747391 0.0010439213313446763 0.001688636535054521 0.0072589041051474004 0.0017369492747181239 0.0020805858133501323 0.0014663769587279765 0.0013826131804002264 0.001929632475889286 0.0012337975035734408 0.0019193220017319481 0.0010699454061264243 0.0019572197077425127 0.0012048688298378274 0.0015678306561510693 0.0039910452961375844 0.0026177335871330103 0.0031495830743715203 0.001683516099035387 0.0011329067641980828 0.0015063980263256838 0.0021053098134871107 0.0016082802290213749 0.0025208924619787298 0.0023921963036300786 0.0017690946272290895 0.0010667381482818436 0.0016141422590010288 0.003733528503026661 0.0053493265664856784 0.0012726798777045242
leaf_count=113 65 322 370 157 61 71 11 93 9 74 35 290 22 153 169 322 92 28 18 52 14 23 238 196 60 16 45 58 659 74
internal_value=0 -4.89138e-05 -2.79494e-05 -9.06438e-05 -6.01516e-05 -0.000261675 -0.000177806 -0.000265715 6.02315e-05 2.5234e-06 -0.000382763 -5.94378e-05 -1.48127e-05 4.38023e-05 9.98012e-05 -1.04286e-06 7.94879e-05 0.000350485 1.01685e-05 0.000234399 -0.000120102 -0.000158455 -0.000400518 -3.6191e-05 0.000381291 -0.000271728 -0.000186485 -0.000304241 -0.000190962 -0.000456182
internal_weight=0 0.065054 0.0640101 0.0567511 0.0550142 0.0205736 0.0191072 0.0177246 0.0344406 0.03236 0.015795 0.0304407 0.0292069 0.0272497 0.0256818 0.0216908 0.0204859 0.00957771 0.00642813 0.00529522 0.00378883 0.0109082 0.00753082 0.00491309 0.00337737 0.0141064 0.0130396 0.0114255 0.0103555 0.00662201
internal_count=3910 3797 3732 3362 3205 1384 1313 1302 1821 1760 1209 1686 1677 1387 1234 1065 1043 204 112 94 42 839 756 434 83 887 871 826 791 733
is_linear=0
shrinkage=0.00140032


Tree=1148
num_leaves=22
num_cat=0
split_feature=14 157 1 12 453 151 1 16 1 15 15 2 13 403 0 51 4 3 52 2 2
split_gain=0.000137214 0.000141505 0.000150403 0.000127665 0.000127864 0.000180533 0.000198147 0.000190749 0.000242653 0.000239636 0.000257528 0.000201807 0.000188853 0.000363803 0.000272351 0.000294099 0.000290397 0.000230088 0.000212336 0.000141185 0.000116597
threshold=0.064610000000000015 -0.07453499999999999 0.090540000000000023 0.11655500000000001 1.0000000180025095e-35 -0.051109999999999996 0.088675000000000018 -0.23935499999999996 0.11561500000000001 0.090505000000000016 -0.10469999999999999 0.091525000000000009 0.06211500000000001 0.03138500000000001 -0.10131499999999999 0.083165000000000017 -0.0021099999999999995 -0.078669999999999976 0.095040000000000027 0.10393500000000001 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 11 10 -9 -7 13 14 15 -12 17 -16 -14 -13 -17
right_child=-2 3 -4 -5 -6 7 -8 9 -10 -11 12 19 18 -15 16 20 -18 -19 -20 -21 -22
leaf_value=7.761247054610663e-07 -0.0015597663030096208 -0.00014466515203769248 0.0020871745869356596 -0.0013539541021666168 -0.0013756376841495442 -0.0013567736751061369 0.0018978281461673673 -0.0016209765335528626 0.0023890780950754529 -0.0022777012063916026 0.0025873356779209616 0.0019588603708630388 -0.002181794395498426 0.002032779219963551 -0.0014631178798426843 -0.0010607253242467989 -0.002564779474743587 0.0007887472552907779 0.00037841799596717324 -0.00010285612132897985 0.0008912853935799976
leaf_weight=0.0012957002720655883 0.001007229450937285 0.0015511325219705321 0.001158072219055839 0.0013054033048318361 0.0011435031712523349 0.0011176498475045033 0.0018352768562541755 0.0018849097499955376 0.0010927316259916053 0.0010325862875750621 0.0011244882203165192 0.0010549447547969493 0.0012692029327490686 0.0017748677204283414 0.001347116859732979 0.001060874017092317 0.0011594836826283785 0.0019884999817076643 0.0010457518541516359 0.0013277304811112334 0.0011064332306016667
leaf_count=319 138 163 162 163 91 58 247 202 170 533 29 53 164 182 618 23 275 156 31 98 35
internal_value=0 2.10099e-05 0.000985464 -7.28168e-05 -2.89213e-06 6.60356e-05 0.000962272 -9.05115e-05 0.000658417 -0.000323026 -0.00017636 0.000118139 5.29102e-05 0.000313939 -7.78367e-05 0.000841571 -0.000751126 -0.000120687 -0.00102525 0.000809982 -6.42032e-05
internal_weight=0 0.0276764 0.00245377 0.0252226 0.0239172 0.0227737 0.00338641 0.0193873 0.00459306 0.0147942 0.0137616 0.00350033 0.0118767 0.00956176 0.0077869 0.0032918 0.0044951 0.00333562 0.00231495 0.00238268 0.00216731
internal_count=3910 3772 481 3291 3128 3037 410 2627 379 2248 1715 209 1513 1318 1136 87 1049 774 195 151 58
is_linear=0
shrinkage=0.004207


Tree=1149
num_leaves=31
num_cat=0
split_feature=151 31 4 11 50 374 155 1374 375 124 128 474 150 1456 52 403 2 49 160 16 38 49 39 52 13 1 1 16 43 4
split_gain=0.00148541 0.000995391 0.00099377 0.0010413 0.00103093 0.00080793 0.000830958 0.000791642 0.00073679 0.00130334 0.000709342 0.000602511 0.000879275 0.000914852 0.00072326 0.00104083 0.00088558 0.000723345 0.000654407 0.00106152 0.000697425 0.000981258 0.000750769 0.000582762 0.000972916 0.000587278 0.000540898 0.000935854 0.00053532 0.00113438
threshold=-0.52174999999999983 -1.0000000180025095e-35 0.27608500000000008 0.08184000000000001 0.11901000000000002 0.093275000000000011 0.10222000000000002 0.09309000000000002 -0.40343999999999997 0.11158000000000001 0.086435000000000012 0.09018000000000001 -0.18357499999999996 -1.0000000180025095e-35 -0.081429999999999989 -1.0000000180025095e-35 0.11339500000000001 -0.085974999999999982 -1.0000000180025095e-35 -0.006474999999999999 0.10828500000000001 0.024250000000000004 0.005105000000000001 -0.087604999999999988 -0.0016149999999999999 1.0000000180025095e-35 0.11215000000000001 -0.54165499999999989 -0.50992999999999988 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 26 6 7 8 -3 10 11 12 -10 -14 16 -16 17 -15 19 -17 21 22 28 24 25 -19 27 -4 -20 -30
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 14 15 18 -18 23 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0013328968243322252 0.0011312924918831014 -0.0011552351600386411 0.0013730339071159206 -0.0011078514405712969 -0.00065145030235578866 -0.0012763000687706254 -0.0012416131011389765 -0.0011529824218187591 0.0010272682648169082 0.0011838699599721403 -0.00088334911775200299 -0.0010208792728984136 -0.001033673393250827 -0.00057294764289939635 -0.0011750367398847454 -0.0010511262768719046 0.0012329787105870714 2.6483808959243336e-05 0.00084409955274770271 0.00027941191168549291 -0.00097134889005797624 0.00087340625228536802 0.00099378784613345593 0.00101261870504881 -0.00072583103114312369 0.00098067920121971443 0.0010544049210110154 -0.00016945847303412908 -0.0013732171446336539 -1.5061690466174076e-05
leaf_weight=0.0016551207551227512 0.0013944824718055129 0.0010216111763838845 0.001039910041512826 0.0018790439051659105 0.0014255683031478839 0.001026614989314111 0.0010772387909426797 0.0011468006600736649 0.0016243089507668165 0.0017589391529924106 0.0017251685090332583 0.0010419992753771803 0.0015605278687384197 0.001996067830020821 0.0015316507311011187 0.0026931478825429345 0.0017222597583188568 0.0026340305327617903 0.0012070164510191708 0.0019472409294900564 0.0011708417583378141 0.0028399687178214386 0.0013972025248243361 0.0019125359117122525 0.001750236090485302 0.0022576789654633611 0.0031035682488846916 0.0025820221486156925 0.0012331859935556929 0.019287425439471498
leaf_count=65 113 8 47 157 18 5 106 46 13 21 233 172 287 49 676 329 76 139 11 124 14 111 38 64 84 65 256 49 10 524
internal_value=0 -1.68157e-05 -4.05015e-05 -0.000102143 0.000409028 -6.93139e-05 -4.73972e-05 -2.4201e-05 -3.67192e-07 2.17719e-05 -1.78935e-05 1.20831e-05 3.41551e-05 -6.39968e-08 3.53234e-05 -6.96512e-05 0.000320218 0.00017122 -1.637e-05 -0.000492794 6.51019e-05 0.000111839 1.83107e-05 0.000344862 0.000152582 0.000466875 0.000633812 0.000273414 -4.44177e-05 -9.668e-05
internal_weight=0 0.0689883 0.0675938 0.0594427 0.00815107 0.0575637 0.0565371 0.0554598 0.054313 0.0532914 0.0515325 0.0498073 0.0487653 0.047141 0.0455805 0.0333077 0.0122728 0.0105505 0.031776 0.00464039 0.0271356 0.0259648 0.0231248 0.00855448 0.00664195 0.00489171 0.0067255 0.00362193 0.0217276 0.0205206
internal_count=3910 3845 3732 3362 370 3205 3200 3094 3048 3040 3019 2786 2614 2601 2314 1837 477 401 1161 453 708 694 583 352 288 204 352 96 545 534
is_linear=0
shrinkage=0.00137286


Tree=1150
num_leaves=31
num_cat=0
split_feature=155 1 0 42 42 16 3 4 13 16 49 2 15 15 43 0 1 39 160 47 15 49 0 4 150 133 4 0 16 49
split_gain=0.000502287 0.000538813 0.000700903 0.000473466 0.000678061 0.000575593 0.000539503 0.000645471 0.000565129 0.000459837 0.000433322 0.000433321 0.000561221 0.00102308 0.000529524 0.000543332 0.000592092 0.000508078 0.000773526 0.000497274 0.000544757 0.000438995 0.000391888 0.000467669 0.000629267 0.000469457 0.000648645 0.00039321 0.00039109 0.000540722
threshold=0.10222000000000002 0.10113500000000002 1.0000000180025095e-35 0.092145000000000019 0.091330000000000008 0.24895000000000003 -0.15464999999999998 -0.51381999999999983 -0.45122499999999993 -0.090494999999999978 -0.085974999999999982 0.14808000000000002 0.035895000000000003 -0.017214999999999998 -0.10254999999999999 -0.19631499999999999 0.11215000000000001 0.019850000000000003 -0.079234999999999986 0.090280000000000013 -0.075094999999999981 -0.14750499999999997 -0.10071499999999999 -0.032604999999999995 0.084925000000000014 0.065880000000000008 -0.078484999999999985 -0.10209999999999998 -0.013279999999999998 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 6 9 -1 -8 -9 -5 -10 12 13 14 -3 16 -16 18 -17 -20 -21 -14 27 25 -25 26 -24 28 29 -12
right_child=-2 2 -4 5 -6 -7 7 8 10 -11 22 -13 21 -15 15 17 -18 -19 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00057973205479835673 -0.0010645585574682857 -0.00072082827412514312 0.0013196180532946626 -0.00037115129919051287 0.0010920432767689905 0.00037909088253108641 -0.0013308834795414525 0.0006312032714784196 -0.00077537688475092328 -0.0014862254833914901 0.00029229147928319513 0.0010200405009293824 -4.2127557677120661e-05 0.0012618846572533312 0.00031242545666176463 -0.00083716883517901525 -0.001126013477508942 0.0010649864262701524 0.001005521566689962 -0.00070084553327874437 0.00070119269473944903 -0.0013385316131163374 -0.0006726064579264515 -0.0012358239325308642 0.00012941519361997053 0.00051433190205659905 0.00062169591233966716 0.000775519679452349 0.000670809568840543 -0.00055156363256877712
leaf_weight=0.0022760727160402406 0.0010456496833422526 0.0018520142985658508 0.0011227254463599392 0.0017198096882431457 0.0010708507972010386 0.001017141954095635 0.0010247190570464816 0.0019933593499672489 0.0025170353922059343 0.0015551799799059787 0.0029548992052852449 0.0010747559470791748 0.0012746569077535241 0.0016384283998176511 0.0011930892711866639 0.0013712174281099738 0.0013435058776849473 0.0016837610767850286 0.0019315397043655471 0.0012295202629841739 0.0012184556513830103 0.0010535790449361917 0.003494136080390558 0.0022347920078852257 0.0011187730600497048 0.0019443791267166333 0.0011320768028103556 0.0015549457958385854 0.001418820114714058 0.0038769142495951314
leaf_count=94 181 51 129 122 48 61 38 25 105 363 49 123 26 53 40 59 29 156 98 33 47 46 566 639 97 232 174 16 37 173
internal_value=0 -2.40949e-05 0.000182713 -0.000137148 -6.81066e-05 -0.000597388 -0.000113216 -0.000175642 -0.000126806 -0.000900662 -0.000194725 0.000107025 4.48795e-05 0.000161392 8.88742e-06 0.000144424 -0.000449443 0.000347047 0.00013684 0.000441801 -2.99496e-06 -0.00062878 -0.000120648 -0.000328828 -0.00078037 -9.83648e-05 -0.000355879 9.00483e-05 -3.91382e-05 -0.000186579
internal_weight=0 0.0508912 0.0179872 0.0329039 0.0286118 0.00429213 0.0275409 0.0252649 0.0242401 0.00327499 0.0222468 0.0168645 0.0157898 0.0134615 0.0118231 0.00997109 0.0025366 0.00743449 0.00575073 0.00437952 0.00244798 0.00232824 0.0197297 0.00992416 0.00335357 0.00657059 0.00462621 0.00980558 0.00825063 0.00683181
internal_count=3910 3729 890 2839 2293 546 2245 2151 2113 485 2088 761 638 566 513 462 69 393 237 178 80 72 1983 1708 736 972 740 275 259 222
is_linear=0
shrinkage=0.00148603


Tree=1151
num_leaves=31
num_cat=0
split_feature=31 453 4 1213 11 150 1456 50 1 16 38 3 39 1 151 14 157 49 159 1 130 130 130 43 4 2 475 403 4 52
split_gain=0.000944094 0.000773286 0.000863378 0.00092915 0.000867626 0.000583847 0.000853015 0.000564141 0.000766373 0.000837712 0.000559831 0.00114894 0.00087954 0.000952076 0.000743207 0.000933736 0.000797517 0.000729971 0.000656148 0.000804862 0.000907954 0.000774121 0.000949082 0.000927415 0.00107258 0.00116068 0.000923852 0.000984114 0.000961784 0.000599394
threshold=-1.0000000180025095e-35 0.10097500000000002 0.27608500000000008 -0.082704999999999987 0.08184000000000001 -0.097334999999999991 -1.0000000180025095e-35 0.11901000000000002 0.11215000000000001 -0.54165499999999989 0.10777500000000002 0.31335500000000011 0.16168500000000002 0.14132000000000003 0.085710000000000022 0.077685000000000018 0.087580000000000005 -0.24167999999999998 -0.034019999999999988 0.13084000000000004 -0.088449999999999987 -0.08075499999999998 -0.0015749999999999998 -0.17307499999999998 -0.51381999999999983 0.097940000000000013 -0.083559999999999982 -1.0000000180025095e-35 -0.077679999999999985 0.11401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -4 11 12 13 14 15 16 17 -8 -19 20 -20 -22 -23 -24 -25 26 -26 -28 -29 -27
right_child=1 -3 7 4 -6 6 10 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 23 24 25 29 27 28 -30 -31
leaf_value=0.0010449388524757961 -0.0012683837123480769 -0.0011200920314139982 0.001126403362617373 0.00062264235055034078 -0.00098265002298729724 -0.00098981235052227967 -0.00087267474630858528 -0.00047477520076672186 0.0010216327741181298 -0.00023478108995194302 -0.00087707434326416453 0.0012683946391281152 0.00093836899395664548 -0.0011318750866016881 0.00056316217011559628 -0.0012506621300755504 -0.0011690690327494869 -0.00078926724051329197 -0.00083318249615375374 0.0010772297485013894 0.00096533343582378122 -0.0010281187977338503 0.00067133272043786102 -0.0012043198437494088 0.00083384034412011454 0.00065601839073710887 -0.0012683792648006049 0.00038389461447482353 -0.00029209912758061701 -0.0003207891551277039
leaf_weight=0.001298847417898096 0.0010429188863055874 0.0010627713571125233 0.0010006528846702167 0.0020981473188168556 0.0015942001660280694 0.0015394547109600356 0.0015711006508354322 0.0010758799560335319 0.0027646416028588305 0.0026623878572209483 0.0012298004637258933 0.0011043974298070572 0.0014355640610119727 0.0013187372994707394 0.0030781238048156459 0.0010722403026797158 0.0010037943020686493 0.0015902684479029974 0.0019484922144836761 0.0011715124392139833 0.0014450381698516415 0.0013411930633526739 0.003558871153026554 0.0011704154702698406 0.0015204420604644211 0.0057163331798277808 0.0012782379100244592 0.0045809798054019307 0.012975398086067107 0.0012275234758194475
leaf_count=113 352 27 49 42 160 327 23 18 256 49 32 51 19 20 84 50 126 297 83 14 25 132 83 24 120 241 399 122 508 64
internal_value=0 -4.69415e-05 -2.94266e-05 -8.21317e-05 -6.02622e-05 -3.35147e-05 -5.95504e-05 0.000375249 0.000517529 0.000137061 -3.16553e-05 -1.09064e-05 -3.97377e-05 -6.92558e-05 -3.8957e-05 -8.18877e-05 -5.212e-05 -2.48378e-05 8.86361e-06 4.23225e-05 9.34339e-06 5.64978e-05 1.71413e-05 6.0912e-05 -1.5395e-05 3.55791e-05 -0.000117169 -0.00019394 -0.000115712 0.00048334
internal_weight=0 0.0661795 0.0651167 0.0576132 0.0565703 0.0549761 0.0528779 0.00750356 0.00642768 0.00366304 0.0513385 0.0501087 0.0490043 0.0475687 0.04625 0.0431718 0.0420996 0.0410958 0.0395247 0.0379344 0.0367629 0.0348144 0.0333694 0.0320282 0.0284693 0.0272989 0.0203551 0.0188346 0.0175564 0.00694386
internal_count=3910 3797 3770 3398 3046 2886 2844 372 354 98 2517 2485 2434 2415 2395 2311 2261 2135 2112 1815 1801 1718 1693 1561 1478 1454 1149 1029 630 305
is_linear=0
shrinkage=0.00126831


Tree=1152
num_leaves=21
num_cat=0
split_feature=1213 475 52 4 0 42 403 43 40 48 47 15 1 52 2 48 2 12 52 49
split_gain=0.000234995 0.00019064 0.000175267 0.000206651 0.000308042 0.000328041 0.000435135 0.000328674 0.000327772 0.000256935 0.000222326 0.000269214 0.000248372 0.000217499 0.000336769 0.00029138 0.00024488 0.000206142 0.000194987 0.000111491
threshold=-1.0000000180025095e-35 -0.08459499999999999 0.18936500000000003 -0.51381999999999983 -0.017269999999999997 -1.0000000180025095e-35 0.03138500000000001 0.098320000000000005 -0.0068699999999999985 0.12675000000000003 0.083310000000000009 -0.10312999999999999 0.10285500000000002 -0.0066199999999999991 0.087005000000000013 0.091555000000000011 0.086875000000000022 0.086205000000000018 0.091715000000000005 -0.0041649999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -7 10 12 -12 13 14 -10 -16 -15 -6 -18 -14
right_child=1 2 -4 4 17 7 -8 -9 9 -11 11 -13 19 16 15 -17 18 -19 -20 -21
leaf_value=-0.0019376576214345683 -0.0016362585681074383 -0.0014114160455343753 -0.0010670905879845874 -0.0024329675480073819 0.0025092180623363615 0.0024581126627105775 0.00076262218891097835 -0.0016687848241815567 0.0010437939323054445 -0.0015240452222101287 -0.0015954940179392372 0.00065632171785032234 0.0028227643379013854 -5.4780413647133514e-05 -0.0024905833374326038 0.0003424015909816571 0.0031093693865798791 0.00051735728190268108 0.00068995678793505697 0.0010867536924321157
leaf_weight=0.0010231923657925126 0.0010743301474672026 0.0012531698022140115 0.0019534787837723186 0.0017640660513292541 0.0015139975793097621 0.0012253778841402321 0.0011515467941843882 0.0012961338402515113 0.001873453898351164 0.0011847649663536694 0.0017098440727465608 0.0017634392084304737 0.0010851940083544953 0.001744514686909616 0.0013470929880772253 0.001061332986740382 0.0011631054385330027 0.0019358170657683971 0.0010243566214938049 0.0013667003542165998
leaf_count=592 280 56 417 540 183 218 114 124 165 62 98 102 96 208 220 33 117 109 80 96
internal_value=0 3.46948e-05 0.00010017 0.000189717 0.000272593 8.66637e-05 -0.00117084 0.000292118 0.000445696 0.000284772 0.00043634 -0.000452213 0.000725696 0.00038856 -0.000241984 -0.00124216 0.00107522 0.00139151 0.00197639 0.0018551
internal_weight=0 0.0284917 0.0274174 0.0254639 0.0242107 0.0207609 0.00291561 0.0178453 0.0165492 0.0153238 0.014139 0.00347328 0.0106658 0.00821386 0.00428188 0.00240843 0.00393198 0.00344981 0.00218746 0.00245189
internal_count=3910 3318 3038 2621 2565 2273 654 1619 1495 1277 1215 200 1015 823 418 253 405 292 197 192
is_linear=0
shrinkage=0.00404364


Tree=1153
num_leaves=31
num_cat=0
split_feature=1429 133 160 133 401 376 123 1456 15 15 158 39 456 1374 132 13 133 43 15 3 51 2 2 16 151 42 2 2 52 43
split_gain=0.000606496 0.000628713 0.000572861 0.000534803 0.000778096 0.000671779 0.000826307 0.00052219 0.000613289 0.000726038 0.000700625 0.000576778 0.00054436 0.000522341 0.000482161 0.000670593 0.000564727 0.000682749 0.000507362 0.000425697 0.000453998 0.000430704 0.000629248 0.000413151 0.000360226 0.000384318 0.000412435 0.000387274 0.000318391 0.000272464
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.15498499999999996 0.087020000000000014 0.11605500000000001 1.0000000180025095e-35 0.075285000000000005 -0.26361999999999991 -0.19153499999999998 0.085745000000000002 0.13795500000000002 0.087055000000000007 0.086000000000000007 0.097230000000000025 -0.097529999999999992 0.090545000000000014 -0.08921999999999998 0.091915000000000011 -0.15121499999999996 -0.24028999999999998 0.086650000000000019 0.085355000000000014 -0.23935499999999996 0.05680000000000001 -1.0000000180025095e-35 0.095195000000000016 0.10251500000000001 -0.07125999999999999 0.11352500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5 -10 11 12 13 14 15 29 18 -18 19 -17 -21 22 -22 -20 25 -23 28 -28 -27 -11
right_child=1 2 3 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 23 20 21 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0012222268500311356 -0.00097561079043815896 -0.00097400363747243159 0.00097763586770000096 0.00083894691780614448 -0.0012553081584743366 -0.0012047160920150503 0.00085176769925246129 -0.0010625172231979974 -0.0011554518500707053 0.00048552547028674341 -0.00088702194876033157 0.0012029257153389694 -0.0009282469723228767 -0.00098643369548196617 -0.00080836612170749492 0.00095486196697613002 -0.0015458219173378957 3.4869732024267863e-05 0.00011622282656311461 0.0010914355256308084 1.8020757676690733e-05 -0.00038486826022700706 -0.00116976526665117 -0.0011635255151590945 -0.00034846433407319678 0.0004022990156088314 -0.00045378301824455108 0.0006599356559640853 0.0013610764593527521 0.0013408357652608745
leaf_weight=0.0010116204206894732 0.0015724523866970088 0.0013545648890623809 0.0014275557850247358 0.0022096698937519301 0.0011213843739626963 0.0010000347337806295 0.003060545305739292 0.0010399225058182462 0.0012546191146338139 0.0040725741575453603 0.0018484288830363784 0.00107815024557567 0.0012963636588203533 0.0010366595916009294 0.0012593693027707067 0.0017433542856863755 0.0010951512807211294 0.0016184018028179972 0.0012021048908081866 0.001158539407478453 0.006518336371070149 0.0011039428834269671 0.0012745688870061667 0.0012099099794062864 0.0016016239772298491 0.0013978902029037066 0.001292754550626718 0.0017656206157496968 0.0020304409234142007 0.0011393157288495104
leaf_count=181 237 276 83 141 257 28 275 226 60 138 214 26 118 59 116 80 90 272 13 34 392 126 77 119 36 51 31 70 72 12
internal_value=0 -1.32556e-05 1.74943e-05 4.55579e-05 1.68997e-05 4.83869e-05 7.66694e-05 1.91578e-05 4.71339e-05 1.08832e-06 4.05788e-05 8.97148e-05 5.42234e-05 9.33875e-05 0.000128942 0.000167997 6.28749e-05 -0.000603075 0.000143914 0.000225131 0.000155014 9.11417e-05 -0.000176248 -0.000525722 0.000317826 0.000458413 0.000601927 0.000189174 0.000970138 0.000672496
internal_weight=0 0.0507843 0.0492118 0.0478572 0.0464297 0.0453083 0.0443083 0.0412477 0.0402078 0.0379981 0.0367435 0.0348951 0.0338169 0.0325206 0.0314839 0.0302245 0.0250126 0.00271355 0.0222991 0.0198871 0.0181437 0.0169852 0.00779291 0.00241201 0.00919227 0.00759065 0.00648671 0.00305838 0.00342833 0.00521189
internal_count=3910 3729 3492 3216 3133 2876 2848 2573 2347 2206 2146 1932 1906 1788 1729 1613 1463 362 1101 969 889 855 469 132 386 350 224 101 123 150
is_linear=0
shrinkage=0.00154607


Tree=1154
num_leaves=22
num_cat=0
split_feature=1213 475 52 52 43 40 52 13 15 0 12 132 43 2 1 133 15 48 151 0 16
split_gain=0.000197179 0.000158905 0.000145109 0.000211585 0.00020142 0.00028649 0.000298109 0.00043345 0.000291022 0.000234079 0.000229622 0.000222408 0.00020994 0.000246935 0.000344353 0.000242334 0.000400688 0.000228147 0.000224718 0.000133194 0.000173444
threshold=-1.0000000180025095e-35 -0.08459499999999999 0.18936500000000003 0.14114500000000005 0.19761500000000001 -0.078179999999999986 0.11262000000000001 -0.091849999999999987 0.088615000000000013 -0.084304999999999977 0.090195000000000011 0.080815000000000012 -0.076179999999999984 0.11230000000000001 0.10373000000000002 0.084285000000000013 -0.017214999999999998 0.087945000000000009 -0.0074049999999999993 -0.099864999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 9 11 10 -7 12 15 14 17 16 -9 18 -14 20 -20
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0018945620668860527 -0.001589073546112931 0.0019057342273129257 -0.0010272501319897034 0.0021132511487481674 -0.0016509479508988541 0.0017163568996138381 -0.0021689426236351393 -0.0022351107325762043 -0.0017072440326818968 0.0028717069078491955 -0.00090089933178238047 0.00196524407136191 0.0021307817495100317 -0.0012132999687071526 0.0022160503235276238 -0.0025692545126083377 0.001342486375118335 -0.0015836092428874406 -0.00058245262712216075 -0.00094756477909593113 0.0017435437979150161
leaf_weight=0.0010122263643468762 0.0010701881970197396 0.0016650961661267552 0.001963122934390645 0.0010050163358776834 0.0011473607243333009 0.0015646493437423414 0.0010525697815570991 0.0010045205874216756 0.0019135538548842304 0.001382078974215546 0.0010194204169664545 0.0010602942301325977 0.0011771467496704017 0.0017637932073386051 0.0017975379689767479 0.0011725163792677407 0.001352763843915695 0.0012146838528729331 0.0011169271387778679 0.0016275241632471632 0.0012520569972167498
leaf_count=592 280 247 417 40 196 154 99 161 326 89 44 162 51 144 117 285 64 57 48 317 20
internal_value=0 3.29147e-05 9.66088e-05 0.000183849 0.000104001 0.000191028 5.80575e-05 0.000172854 -0.000134104 0.00144625 0.000683844 7.29347e-05 -7.59142e-05 0.000243059 0.000556858 -0.000975024 -0.000182052 8.99972e-05 0.000482931 -2.4335e-06 0.000646884
internal_weight=0 0.0283228 0.0272526 0.0252895 0.0242845 0.0231371 0.021472 0.0204195 0.0164533 0.00396615 0.00258407 0.0145398 0.0134795 0.00994967 0.00818588 0.0035298 0.00235728 0.00638834 0.00517366 0.00399651 0.00236898
internal_count=3910 3318 3038 2621 2581 2385 2138 2039 1752 287 198 1426 1264 754 610 510 225 493 436 385 68
is_linear=0
shrinkage=0.00429114


Tree=1155
num_leaves=22
num_cat=0
split_feature=38 124 484 151 1 15 42 52 0 457 52 52 42 1 13 42 13 2 1 2 52
split_gain=0.000155284 0.000331495 0.000206159 0.000143909 0.000288189 0.00045258 0.000306609 0.000229861 0.000219177 0.00021045 0.000263895 0.000305815 0.00018319 0.000172721 0.000331282 0.00029972 0.00021308 0.000261621 0.000361453 0.000206772 0.000105817
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 0.088225000000000012 0.12864500000000004 0.10043500000000001 0.092145000000000019 0.089525000000000007 -0.053834999999999994 -0.0034949999999999994 -0.081429999999999989 -0.092084999999999986 0.088115000000000013 0.076710000000000014 -0.083924999999999986 -0.082904999999999993 -0.0038299999999999996 0.11230000000000001 0.095575000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 9 -8 -6 -4 11 -11 13 14 -12 -16 -15 18 19 -18 -21
right_child=-2 2 3 -5 8 -7 7 -9 -10 10 12 -13 -14 16 15 -17 17 -19 -20 20 -22
leaf_value=0.0013153944153403286 -0.001276263989233954 -0.0012066830839780451 -0.0011766671234056025 0.00094224142046047516 0.0020863918306914288 -0.0022041719340553409 -0.0018447861781739599 0.00011864273268172644 4.4553655861497651e-05 0.00012109400035673743 0.00026373260016931987 0.002118142915069547 0.0012596864885135476 -0.00094463816459558958 -0.00034518438632320548 -0.0028447847734489251 -0.00097133600573200748 -0.00095770060880396408 0.0022358204005639157 8.6735428817674365e-05 0.0015451744557842995
leaf_weight=0.001950044048651455 0.0010092083179739078 0.0015976230818722298 0.0012772999378476415 0.0015993511669294405 0.0010896333685215254 0.0011134099473449057 0.0016510604367365447 0.0010203647502300406 0.0011354035270003107 0.0018108553773306113 0.0019608495063541788 0.0014688238926123748 0.0010713589337701954 0.0014708993136085535 0.0010021990241060336 0.0010275492286733268 0.0010551870240078642 0.0011219306843530674 0.0013091450241411451 0.0010875464660671241 0.0010193113950680566
leaf_count=277 95 592 135 104 102 271 310 123 105 369 204 77 148 196 259 291 28 56 63 19 86
internal_value=0 2.23374e-05 -7.50569e-05 -6.33226e-07 -6.70854e-05 -0.000187922 -7.1932e-05 -0.00109484 0.00104447 9.1866e-05 0.000197041 0.00101548 -2.43205e-05 -0.00014876 -0.000689611 -0.00161059 0.000156777 0.000446431 0.000798762 0.000203793 0.000792338
internal_weight=0 0.0278398 0.0258898 0.0242922 0.0226928 0.0204678 0.0193544 0.00267143 0.00222504 0.016683 0.0154057 0.00327968 0.012126 0.0110546 0.0039906 0.00202975 0.00706402 0.00559312 0.00447119 0.00316204 0.00210686
internal_count=3910 3815 3538 2946 2842 2635 2364 433 207 1931 1796 446 1350 1202 754 550 448 252 196 133 105
is_linear=0
shrinkage=0.00325215


Tree=1156
num_leaves=22
num_cat=0
split_feature=124 4 0 48 12 2 48 1 14 2 160 403 15 4 52 52 52 51 16 4 13
split_gain=0.000134759 0.000166979 0.000227471 0.000208905 0.00020505 0.000184127 0.000239891 0.000370623 0.000629253 0.000462979 0.00022895 0.000221221 0.00019393 0.00025449 0.000174085 0.000258755 0.000201137 0.000183454 0.000172447 0.000166294 9.45239e-05
threshold=0.11158000000000001 -0.49837999999999999 1.0000000180025095e-35 -0.086624999999999994 0.09258000000000001 0.099015000000000006 0.12675000000000003 0.10498500000000001 -0.24487499999999998 0.10393500000000001 -0.085744999999999988 -1.0000000180025095e-35 -0.11739999999999999 0.15927500000000003 -0.089799999999999977 -0.081429999999999989 0.071660000000000015 -0.094874999999999987 -0.094359999999999986 0.0051950000000000008 -0.013465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 10 7 9 -9 -7 -5 -12 -13 14 17 -16 18 -14 -17 -20 -18
right_child=-2 2 4 5 -6 6 -8 8 -10 -11 11 12 13 -15 15 16 20 -19 19 -21 -22
leaf_value=-0.0015087128585485208 0.001591371106108543 -0.0020714080773470236 0.0027680187594989942 -0.0024704123205652032 6.8557023734096869e-05 0.0021123442302574983 -0.0011118261655293045 -0.00035040736855111205 0.0040408055225756318 -0.0019541794177906479 -0.0023097150746081365 -0.0018743027031179569 0.00016058450501360493 0.0022176938826496614 0.0023681947432843981 -0.0022980414381775318 0.001999380599153788 -0.0025823556363955627 -0.0011341289400320412 0.00099626168918955744 0.00015314608101505049
leaf_weight=0.0017585930971035771 0.0011045226793868759 0.0012011688851454308 0.0012006925846760321 0.0010550103947497705 0.0013326425029509537 0.0010700006102734852 0.0014763839714557747 0.0012759369853753144 0.0017197988941862752 0.0015228318142315733 0.0010129916264078756 0.0011377435463729409 0.0010630924042756007 0.0012246175399996959 0.0011194187563692282 0.0011227969334741406 0.0011315747218585415 0.0011281131427674498 0.0017789826740812007 0.0015295872417495637 0.0013835251613537602
leaf_count=175 40 82 154 471 81 132 98 87 227 345 715 172 87 45 62 73 168 218 310 57 111
internal_value=0 -9.67165e-05 7.11065e-07 -0.000147985 0.00134799 -4.17732e-05 0.000586715 0.00103543 0.00217051 -0.000276021 -0.000344088 -0.000179533 -8.53848e-06 0.000176344 -6.7378e-05 0.000254327 -8.63216e-05 -0.00125158 -0.000693682 -0.000149227 0.00098379
internal_weight=0 0.0272455 0.0254869 0.0229536 0.00253334 0.0217524 0.00706495 0.00558857 0.00299574 0.00259283 0.0146875 0.0136324 0.0126195 0.0114817 0.0102571 0.00806589 0.00694647 0.00219121 0.00443137 0.00330857 0.0025151
internal_count=3910 3870 3695 3460 235 3378 889 791 314 477 2489 2018 1303 1131 1086 781 719 305 440 367 279
is_linear=0
shrinkage=0.00473777


Tree=1157
num_leaves=21
num_cat=0
split_feature=147 484 148 15 11 3 1 2 2 124 15 16 0 43 43 15 16 15 52 2
split_gain=0.000144426 0.000194378 0.000244706 0.000167223 0.000284319 0.000201616 0.000213564 0.00013841 0.000133334 0.000208767 0.00027452 0.000333124 0.000275572 0.000224753 0.000259047 0.000313575 0.000216543 0.000165835 0.000145773 0.000208064
threshold=0.088565000000000019 -0.0043499999999999988 -1.0000000180025095e-35 -0.24219999999999997 0.08184000000000001 -0.10315499999999998 0.076710000000000014 0.10274500000000002 0.12547000000000003 -0.073304999999999995 0.088190000000000004 -0.25582999999999995 -0.10131499999999999 0.0016850000000000001 -0.074254999999999988 -0.053579999999999996 -0.088144999999999987 -0.07142999999999998 -0.074484999999999982 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 -7 11 -11 17 14 15 -14 -12 18 -13 -20
right_child=-2 2 3 4 -6 8 -8 -9 -10 10 16 12 13 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.001528605876171056 0.0015079634671689795 -0.0020017013862975407 0.0014179331974165856 -0.00078202922607817187 -0.0021571209113366414 0.0017016191269481904 0.0023903249688449666 0.0013494905724177847 -0.00144773001515466 -0.0021818149661877993 0.0023011091158540425 -0.00085955969540626401 0.00092848284388909934 0.00081966121755532191 -0.0025731723717399404 -0.0017935241408531834 -0.00023217037995505702 0.0020722265860162272 -0.00017862579070621173 0.0023441694211944419
leaf_weight=0.0016187628864898279 0.0010875061147683765 0.0010709046766605992 0.0016388501847060489 0.001185783762955357 0.0010732753172650314 0.0012564102591966489 0.0013397218222541696 0.0010645881708768457 0.0012238033777446358 0.0016347840057786495 0.0014008133746430396 0.0014692452427436109 0.0015410919468128587 0.0013468260556932093 0.0015972903636714492 0.0015765382538860369 0.0011166011493978232 0.0011364146576511251 0.0014852176088080427 0.0010122483713272956
leaf_count=592 168 83 277 94 170 158 80 23 138 111 107 65 268 173 509 239 546 29 32 48
internal_value=0 -8.72538e-05 5.44266e-06 9.46337e-05 -1.92135e-06 0.000106232 0.00103387 0.000226333 -8.08929e-05 2.00357e-05 -0.000117899 -0.00037267 -0.000107772 -0.000726333 -0.00116795 -0.000447995 0.00117747 0.000626986 0.000212942 0.000843889
internal_weight=0 0.0267892 0.0251704 0.0240995 0.0224607 0.0213874 0.00359009 0.00225037 0.0177973 0.0165735 0.0153171 0.0127997 0.0111649 0.00606175 0.00471492 0.00311763 0.00251741 0.00510313 0.00396671 0.00249747
internal_count=3910 3742 3150 3067 2790 2620 197 117 2423 2285 2127 1474 1363 1189 1016 507 653 174 145 80
is_linear=0
shrinkage=0.00429114


Tree=1158
num_leaves=20
num_cat=0
split_feature=1 0 49 4 15 47 47 48 16 16 52 3 13 4 42 16 16 16 0
split_gain=0.000123417 0.000266688 0.000488351 0.00025418 0.000216772 0.000184398 0.000267687 0.000239776 0.000335202 0.000322063 0.000188503 0.000182475 0.00023277 0.000164665 0.000157993 0.000155521 0.000125585 0.000275784 6.47316e-05
threshold=0.076710000000000014 -0.089879999999999974 -0.081629999999999994 0.018480000000000003 0.090505000000000016 0.087850000000000025 0.09550500000000002 0.086215000000000014 -0.088144999999999987 -0.094359999999999986 -0.048794999999999991 0.097615000000000021 -0.028919999999999998 -0.0053799999999999985 -1.0000000180025095e-35 -0.0090499999999999973 -0.055679999999999993 -0.27337499999999998 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 8 18 -9 13 12 -4 -10 -14 -12 17 -8 -2
right_child=4 2 11 -5 -6 6 16 9 10 -11 15 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00342202785767064 0.0015195255408616613 0.0027647148081316872 -0.0022821576190577516 -0.00053993765250444099 -0.0014622439486518253 -0.0023624314086099609 -0.00069127286917062929 -0.0018217200250037068 -1.0456413298202212e-05 0.0010261763323556664 -0.0017645216059955003 0.0011500804608527821 -0.0013443655338102704 0.0023718590153006635 0.00074104520809175484 0.00061537647730410764 -0.00078819312897224594 0.0021837669392181518 0.0029661125773336552
leaf_weight=0.0010403836721712273 0.0010281410458484741 0.0011331478945374451 0.0016371183242307741 0.0016267835083178528 0.0014908719713150878 0.0010740841802050474 0.0013609189946564015 0.0015621961014020691 0.0010937366958827504 0.0017413350901276381 0.0010908825207156525 0.0011195944793058743 0.0013223967738002218 0.0013372908619421198 0.0017507257151549993 0.0011911309838605923 0.0017497830944932513 0.0014073560776062255 0.0017056127044980367
leaf_count=291 96 41 850 190 336 66 74 58 218 162 165 20 551 108 65 115 145 89 270
internal_value=0 -0.000439734 2.92798e-05 -0.00166416 0.000200009 0.000351651 -0.000319027 0.000700527 0.0011535 -0.000320556 0.000417679 -0.000502408 -0.000895194 0.00130004 -0.000156329 -0.000522298 0.000166754 0.000770361 0.00242206
internal_weight=0 0.00963015 0.00696298 0.00266717 0.0178333 0.0163425 0.00559214 0.0107503 0.00744679 0.00330353 0.00471304 0.00582984 0.00471024 0.00243103 0.00307312 0.00228201 0.00451806 0.00276828 0.00273375
internal_count=3910 2008 1527 481 1902 1566 374 1192 972 220 606 1486 1466 326 616 280 308 163 366
is_linear=0
shrinkage=0.00455379


Tree=1159
num_leaves=31
num_cat=0
split_feature=31 1429 133 1 454 48 150 50 14 158 45 3 48 2 40 13 12 0 11 3 133 15 0 52 1374 49 16 4 15 12
split_gain=0.00070675 0.00058644 0.000612966 0.000684769 0.000798674 0.000664802 0.000512067 0.000709675 0.000644303 0.000501113 0.000500212 0.000976831 0.00087359 0.000873667 0.000552078 0.000721604 0.000480998 0.000495172 0.000438287 0.000608365 0.000900612 0.000434214 0.00080889 0.000692499 0.000625231 0.000547563 0.000377948 0.000504155 0.000603298 0.000546304
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 0.10752500000000002 -1.0000000180025095e-35 -0.066029999999999991 0.11717500000000002 0.10119500000000002 0.073890000000000011 0.084965000000000027 0.093765000000000015 0.16699000000000003 0.12862000000000004 0.11635500000000001 0.053870000000000008 0.0043150000000000003 0.10129000000000001 1.0000000180025095e-35 0.081005000000000008 -0.11266 0.024320000000000005 0.088190000000000004 -0.10575999999999998 0.091715000000000005 -0.095439999999999983 -0.085174999999999987 -0.089864999999999987 -0.043059999999999994 -0.07052499999999999 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 9 16 11 12 13 14 15 -7 18 -18 19 20 -6 22 24 -23 -21 -26 -24 29 -29 -28
right_child=1 2 3 5 6 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 21 -22 23 26 -25 25 -27 27 28 -30 -31
leaf_value=0.00098760004027689829 -0.00095011824554185097 -0.00075537667660246003 -0.0011499435348230793 -0.0007256766635911218 0.00085403655217561097 0.00033474822031535391 0.00077663665552975606 -0.001044488514838942 -0.00096581499836342346 -0.00064895363397624148 -0.00041936319045679396 0.0012191355028569075 -0.00048065420695147528 0.0010659763542093111 0.0009358660456609153 -0.00061380156013138114 -0.001102804809892178 -1.3978076990900276e-05 -0.00067469605884816237 -0.00048962401135905175 -0.0003356585214835772 0.00059591760650865358 -0.00079388403477705799 -0.0005334574852233734 -0.00037762204960127262 0.00056630501549879704 0.00049139094798625305 -0.0001647024826465522 -0.0011102749040910172 -0.00051778305632687249
leaf_weight=0.0010101646663207555 0.0010355407318631818 0.0016494726050457756 0.0010259747324186099 0.0010253365565873205 0.0031767573271679261 0.0034518401516585584 0.0010574523630493262 0.0011078891388156533 0.0011107937292713635 0.0017882115673595314 0.0013275876858642741 0.0017251623238170319 0.002069694991689631 0.0021918155745237478 0.0011608676639216498 0.0018204500836276338 0.0011133844224758818 0.0014027380962318148 0.0011556072999390201 0.0014708343805978075 0.0013464068814759145 0.0035946713681296307 0.0018804211459203966 0.0010403719517371179 0.0011156104315119819 0.0050359276355251724 0.0023981016756547853 0.0033385228470637031 0.0014332374726546025 0.0011941244786548566
leaf_count=113 179 237 65 45 57 131 80 329 99 246 28 128 66 149 16 49 191 21 54 13 34 207 198 222 33 112 205 223 203 177
internal_value=0 -4.15276e-05 -2.38449e-05 -4.4214e-07 -8.94699e-05 0.000221254 -5.90452e-05 -8.45093e-05 -5.2852e-05 -2.1634e-05 0.00029188 0.000367907 0.000230595 0.00040127 0.0001748 7.22689e-06 1.491e-05 -0.000495784 6.05076e-05 9.19455e-05 0.000499901 9.94102e-06 -7.63116e-05 0.00034242 0.000224397 0.000395119 -0.000300054 -0.00018903 -0.000448713 0.000155922
internal_weight=0 0.0542448 0.0532093 0.0515598 0.036787 0.0147728 0.0357611 0.0347036 0.0335957 0.0324849 0.0137474 0.0124198 0.0106947 0.00862497 0.00643316 0.00527229 0.0306967 0.00251612 0.0281806 0.027025 0.00452316 0.0225018 0.0178668 0.00463504 0.00762237 0.00615154 0.0102444 0.00836399 0.00477176 0.00359223
internal_count=3910 3797 3618 3381 2769 612 2704 2624 2295 2196 567 539 411 345 196 180 1950 212 1738 1684 91 1593 1164 429 158 145 1006 808 426 382
is_linear=0
shrinkage=0.00121906


Tree=1160
num_leaves=31
num_cat=0
split_feature=31 453 4 11 1213 14 47 155 43 4 13 133 3 481 150 484 1429 33 403 124 158 47 42 13 43 133 48 48 157 4
split_gain=0.00113016 0.000831954 0.000846126 0.000798382 0.000774021 0.000751753 0.000887921 0.000666586 0.000619802 0.00146687 0.000734078 0.000833469 0.000973232 0.000771922 0.000752985 0.00082593 0.000788021 0.000706348 0.000673288 0.000688707 0.000740927 0.000740467 0.000712082 0.000657974 0.00054134 0.000521938 0.000663009 0.000854957 0.00060468 0.00057021
threshold=-1.0000000180025095e-35 0.10097500000000002 0.28937500000000005 0.08184000000000001 -0.082704999999999987 -0.46879999999999994 0.096475000000000019 0.10222000000000002 -0.50992999999999988 -0.51381999999999983 -0.45122499999999993 -0.26719999999999994 -0.15653499999999998 -0.0079799999999999992 -0.097334999999999991 0.087495000000000017 0.084545000000000009 -0.007134999999999999 -1.0000000180025095e-35 -0.048219999999999992 0.085745000000000002 0.09550500000000002 -0.11145999999999999 -0.52445999999999982 -0.075819999999999985 -0.085714999999999986 0.094275000000000012 0.10361000000000002 -0.081669999999999979 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 8 -6 -10 23 -12 -13 -14 -15 16 17 -16 -19 -20 21 22 -21 -11 -23 29 28 -28 -27 -24
right_child=1 -3 5 -5 7 6 -8 -9 9 10 11 12 13 14 15 -17 -18 18 19 20 -22 24 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.0011722057492249776 -0.0014004017750907025 -0.0013081645029865935 -0.00060344560837235367 -0.0011721353385569576 0.00053409025486744559 0.0010047036105681954 -0.00019563546592493356 -0.0013081557476861084 -0.0013404917688228123 -0.00017632592063272922 -0.0012830384471732522 0.00081661622381431749 -0.0014004966592564263 0.00072970805017190453 -0.0013852190150992498 -0.0011165238446496162 0.0008179210354495993 -0.0010513136787536879 0.00077100151444200083 -0.0014004785786157347 -0.0012169685638324845 -0.00030679345070523217 -0.00033355823426639038 0.0010477851233616361 0.00067131845736776862 -0.0013881006536731496 0.0013338239392709516 -0.00020987279831743193 -0.00032566474857299431 0.00093655784617060654
leaf_weight=0.0010895135322102059 0.00115333929404171 0.001467837565996887 0.0015893944202183263 0.0019698453595036183 0.0020612092581728794 0.002891188970839397 0.0020762227029891278 0.0011247615901344146 0.0023064272839414734 0.0017514259107338503 0.001467519280587525 0.0017383961742538567 0.0011179865542998981 0.0015706444965681845 0.0010460230243722881 0.0020862288514825736 0.0014040867469802256 0.0018032971746976814 0.0014500202383764807 0.0010388877733604742 0.0013864051758993847 0.0017048013274458818 0.0012814617886363067 0.0016936834625909105 0.0031777579225487065 0.0011160630812403474 0.0010543907552085221 0.0021140926525333725 0.017867079314620296 0.0015096280516324603
leaf_count=113 354 27 46 160 47 268 43 105 52 26 196 44 278 39 29 205 81 621 70 59 125 72 40 24 50 92 35 36 540 33
internal_value=0 -0.000265714 -0.00024201 -0.000295917 -0.000265109 0.000234793 0.000502999 -0.000241247 -0.00021892 -0.000248949 -0.000197966 -0.000244723 -0.000210457 -0.000252242 -0.000221392 -0.0002587 -0.000211548 -0.000251095 -0.000217682 -0.000173074 -0.000215521 -0.000170537 -0.000264562 0.000425471 0.0003298 -0.00021725 -0.000289153 0.00030383 -0.000388128 0.000353415
internal_weight=0 0.0660201 0.0645523 0.0579955 0.0560256 0.00655681 0.00496741 0.0548723 0.0537475 0.0516863 0.0493799 0.0459348 0.0444673 0.0427289 0.0416109 0.0400402 0.037954 0.0365499 0.0355039 0.0337006 0.0322506 0.0308642 0.0259816 0.00344511 0.00488256 0.0249427 0.0221516 0.00316848 0.0189831 0.00279109
internal_count=3910 3797 3770 3413 3253 357 311 2899 2794 2747 2695 2645 2449 2405 2127 2088 1883 1802 1773 1152 1082 957 835 50 122 776 703 71 632 73
is_linear=0
shrinkage=0.00140032


Tree=1161
num_leaves=23
num_cat=0
split_feature=3 40 42 39 48 50 4 43 158 133 43 3 4 150 48 15 130 52 0 52 4 1
split_gain=0.000127185 0.00017436 0.000409974 0.000244914 0.000328024 0.000281629 0.000239501 0.000235893 0.000231778 0.00017267 0.000301714 0.000224408 0.000345366 0.000155899 0.000390787 0.00020052 0.000228064 0.00035606 0.000169294 0.000337526 0.000202498 4.10584e-06
threshold=0.30601500000000009 0.053870000000000008 -0.11403999999999999 0.085220000000000004 0.11930500000000001 0.086465000000000014 0.28937500000000005 -0.0031199999999999995 0.084710000000000021 0.10681500000000001 -0.26007999999999992 0.10420500000000001 -0.39075499999999991 0.086645000000000014 0.08784500000000002 -0.10312999999999999 -0.081624999999999989 0.084240000000000023 -0.10071499999999999 -0.088779999999999984 0.05309500000000001 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -7 9 10 -4 12 -12 15 -15 -14 -17 18 20 -20 -18 -13
right_child=-2 -3 3 -5 -6 7 -8 -9 -10 -11 11 21 13 14 -16 16 17 -19 19 -21 -22 -23
leaf_value=-0.0032216527427904674 0.0016518398170036158 0.001642069770338007 0.0026838546337529271 0.001976340401777979 -0.0023072621901650049 -0.00011927137067876971 0.0018478884424162393 -0.0033945080705031195 -0.0022495889291902506 -0.0017970520687952125 -0.0027834530189413224 0.0017804527915158928 -0.0015162699486889551 -0.0032151198868833413 0.00073909043167217823 0.0027695542311771282 0.00039261943864709437 -0.0021696913227430632 0.0016918353777080892 -0.0014460240637257855 0.0030171199346302685 0.0013437847067751813
leaf_weight=0.0010002589638715342 0.0010016326171179415 0.0012751211734197678 0.0011024228129767845 0.0012993511847578789 0.0015773457661208959 0.001046091951724136 0.0017717420101210904 0.0010087589029952179 0.0010218621593921914 0.001029546293636995 0.0010838522715894616 0.0010084452687806342 0.0011734877802592964 0.0010614665685571003 0.0012966776417364656 0.0010100373108434847 0.0014134347928327299 0.0011317976755151338 0.0015149492267458823 0.0016976360779830946 0.0013350235891742557 0.0010030088515584623
leaf_count=206 164 77 39 311 99 375 151 228 275 319 140 16 145 146 38 57 74 491 214 274 24 47
internal_value=0 -0.00010199 -0.000188904 -6.55242e-05 -0.000179452 -2.48569e-05 0.000153106 -0.00172714 -1.47969e-05 0.000120637 0.000245341 6.28353e-05 -0.000174375 6.86825e-05 -0.00104081 0.000350727 0.000621112 0.000315168 0.000786958 3.36869e-05 0.00166743 0.00156271
internal_weight=0 0.0268623 0.0255872 0.0245869 0.0232876 0.0217102 0.0196554 0.00205485 0.0178836 0.0168618 0.0158322 0.0147298 0.0127184 0.0116345 0.00235814 0.00927637 0.00810288 0.00709284 0.00596104 0.00321259 0.00274846 0.00201145
internal_count=3910 3746 3669 3463 3152 3053 2450 603 2299 2024 1705 1666 1603 1463 184 1279 1134 1077 586 488 98 63
is_linear=0
shrinkage=0.00483252


Tree=1162
num_leaves=31
num_cat=0
split_feature=453 1429 4 11 1213 1456 403 52 52 2 0 39 49 124 39 43 4 13 0 16 160 3 11 1 133 52 16 0 0 4
split_gain=0.00081532 0.00071441 0.00072909 0.000674045 0.000452196 0.000436608 0.000458317 0.000513631 0.000452988 0.000528617 0.000556941 0.000753364 0.000627975 0.000381558 0.000536804 0.000440451 0.00098734 0.000515052 0.000713786 0.00048536 0.000394981 0.000349111 0.000334551 0.000362411 0.000322171 0.000288947 0.00104475 0.000514618 0.000666023 0.000463748
threshold=0.096095000000000014 -1.0000000180025095e-35 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084084999999999979 -0.42985499999999993 -0.081429999999999989 0.11339500000000001 -0.017269999999999997 0.086935000000000012 -0.084934999999999997 -0.087809999999999985 0.005105000000000001 -0.50992999999999988 -0.51381999999999983 -0.094679999999999986 -0.084304999999999977 -0.15168999999999996 -0.23073999999999997 -0.075679999999999983 0.088315000000000018 0.10617500000000001 -0.090054999999999982 0.071660000000000015 -0.19424999999999998 -0.10071499999999999 -0.07773999999999999 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 10 11 12 -9 -10 15 -15 -17 18 19 -18 -19 -14 23 -4 -22 27 -27 -26 -29 -30
right_child=-2 2 22 -5 5 6 7 8 13 -11 -12 -13 21 14 -16 16 17 20 -20 -21 24 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.0010844131901293851 -0.0012485068540826702 -0.00069631433321023692 6.3088674986662636e-05 -0.0010322658260751203 -0.00070727925256794941 -0.00084158017319913524 -0.00082930485148300075 -0.00058974492261465331 -0.0008020302045980268 0.0011881410040704404 0.0010604160750289071 -0.0010217200870872786 0.00011662012896154051 0.00085519215332337467 0.00074832683218766947 -0.0013412865183831302 0.00043905840075717244 -0.0008982775472881078 0.0010289110085407282 -0.00071935590829671743 -0.00076910442316180708 0.00091925375293595846 -7.0065450883014492e-05 0.00099902702461883647 0.00011029237942798029 -0.00090469788596931027 0.00070577551627330857 -0.0013600898271022748 -0.00073427490760468741 0.00050781302757931207
leaf_weight=0.0011231925195276373 0.001010305823882617 0.0017123489151379115 0.0011043974567837003 0.0012426194565529061 0.0014783577398479178 0.0010483725991358708 0.001136546317453079 0.0012162261219259562 0.0010275018398999683 0.0012922011991873816 0.0012896502580579394 0.0010016398285834782 0.0019649605213687416 0.0010687452027084978 0.0019247239743744862 0.0010582449733638087 0.0016562401260955539 0.0010869710348606612 0.0020389920742083225 0.0011585399986788758 0.0010688364591888719 0.0021269251760689944 0.0013631541817744619 0.0026526753604838582 0.0067004442111055947 0.0010003347001656948 0.0031495245123882585 0.0012157606158487051 0.0011105689015415976 0.0011565250890710789
leaf_count=181 36 585 53 121 300 432 155 50 27 65 54 32 124 17 98 25 47 187 32 70 182 67 42 322 88 17 121 278 19 83
internal_value=0 -2.35461e-06 2.34755e-05 -3.62419e-05 -5.82402e-06 2.45109e-05 5.33614e-05 7.91016e-05 0.000108338 0.000376373 0.00023834 7.03164e-05 0.000276384 1.8138e-05 5.13233e-05 -5.83706e-06 -4.69165e-05 1.72627e-05 0.000410346 -3.77353e-05 -9.84472e-05 0.000533822 0.000512528 0.000723906 -4.20004e-05 1.22204e-05 0.000317567 -0.000112213 -0.000540278 -0.000100642
internal_weight=0 0.0481752 0.047052 0.0419318 0.0406892 0.0389768 0.0374985 0.0364501 0.0353136 0.0088916 0.0075994 0.00630975 0.00530811 0.026422 0.0253945 0.0234697 0.022401 0.0213427 0.00485377 0.00281478 0.016489 0.00409189 0.00512023 0.00375707 0.015402 0.0143332 0.00414986 0.0101833 0.00348285 0.00226709
internal_count=3910 3874 3693 3276 3155 2570 2270 1838 1683 392 327 273 241 1291 1264 1166 1149 1124 149 117 975 191 417 375 788 606 138 468 380 102
is_linear=0
shrinkage=0.00137286


Tree=1163
num_leaves=22
num_cat=0
split_feature=124 12 156 159 50 43 52 13 133 151 13 2 484 457 48 12 16 4 160 2 13
split_gain=0.00012166 0.000160573 0.000140083 0.00016138 0.000188551 0.000198437 0.000302392 0.000244486 0.000198456 0.000197343 0.000193418 0.00026724 0.000209205 0.000187757 0.000194876 0.000219832 0.000231663 0.00028835 0.000219886 0.000175387 0.000127308
threshold=0.11158000000000001 0.11655500000000001 0.091280000000000014 -0.034019999999999988 0.098870000000000027 -0.15109999999999998 0.094070000000000015 0.17936000000000002 -0.09590499999999999 -0.092609999999999984 -0.083514999999999992 0.099990000000000009 0.084225000000000008 -0.0015249999999999997 0.093440000000000009 0.089855000000000004 -0.082504999999999981 0.028075000000000006 0.088095000000000021 0.10393500000000001 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -5 -7 -10 11 20 13 -12 15 16 18 -18 -15 -8 -11
right_child=-2 -3 -4 4 -6 6 19 -9 9 10 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0012855708092283527 0.001427943649607662 -0.0017242373590275091 -0.0013339501532126908 0.0027825913214457321 0.0018719553585787158 -0.0016515105578965262 -0.00044467092875572048 -7.5508395192672284e-05 -0.0014562071947143772 -0.00066459960585089082 -0.0019218481946792427 0.0028668958103386186 0.001833018624859624 0.0021543898970909441 0.0017712323585513364 -0.0018042224113532801 -0.0021568895933965892 0.00077071806389497404 -0.00048543403475957583 -0.0029161425771569529 0.0013676981313967855
leaf_weight=0.0016457142955951893 0.0010896389604013726 0.0011521897951974327 0.0015209005848414161 0.0011305392457208177 0.0012167932017379387 0.0011674071062728461 0.0012161353486808682 0.0012629802268510765 0.0012289816386286132 0.0011805060910981546 0.0010498508441090246 0.0013464597065492301 0.0012056463799470221 0.0016338899363345545 0.0011677536309774861 0.0013645806192023463 0.0013677649808787988 0.0013155076113898767 0.0010224992951091139 0.0010810516332129261 0.0012810613913160586
leaf_count=458 40 180 331 96 257 292 266 112 172 68 76 118 104 248 59 320 237 39 29 101 307
internal_value=0 -9.41323e-05 -2.02053e-05 6.34482e-05 0.000163276 6.43768e-05 -9.10992e-05 0.00127447 0.000122226 0.000258773 0.000410019 0.00126777 8.74967e-05 -0.000148383 8.81357e-05 -0.000205028 0.000203655 -0.000721594 0.00113827 -0.00160774 0.000393059
internal_weight=0 0.0265582 0.025406 0.0238851 0.0222394 0.0210226 0.0186291 0.00239352 0.0163319 0.0151645 0.0139355 0.00380803 0.0101275 0.00892185 0.007872 0.00670424 0.00533966 0.00268327 0.00265639 0.00229719 0.00246157
internal_count=3910 3870 3690 3359 2901 2644 2436 208 2069 1777 1605 493 1112 1008 932 873 553 276 277 367 375
is_linear=0
shrinkage=0.0044645


Tree=1164
num_leaves=21
num_cat=0
split_feature=1 42 13 0 151 49 49 484 13 52 160 48 47 15 43 1 1 4 16 2
split_gain=0.000121503 0.000219925 0.000201279 0.000172181 0.000165771 0.000315074 0.000178688 0.000206281 0.00021912 0.000195713 0.000150638 0.000135276 0.000300716 0.000294319 0.000210814 0.000128963 0.000215748 0.000128476 0.00015141 0.00012933
threshold=0.10420500000000001 0.092145000000000019 -0.014114999999999997 -0.035699999999999989 0.079335000000000017 -0.084114999999999981 -0.068409999999999985 0.084225000000000008 0.064265000000000017 -0.066329999999999986 -0.079684999999999992 0.12862000000000004 0.084155000000000021 -0.011959999999999998 -0.073139999999999983 0.092550000000000007 0.088010000000000019 -0.082054999999999975 -0.083144999999999983 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 5 -1 -7 8 9 -8 -2 12 13 -12 -14 16 17 18 -11 -19
right_child=3 2 -4 -5 -6 6 7 -9 -10 15 11 -13 14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.0022095111541561513 -0.0012338315664561959 -0.0027671402748649133 -0.00028566975436954112 0.0015249817159789336 0.0014578246751041678 0.0013024733152730999 -0.0014926105368519365 0.0011987800303204501 -0.0022161897547238003 0.0017600288016461291 0.0030943718653965776 -0.0009063983320856592 0.0011534897868952978 8.2892700570819366e-05 -0.0012987478050762024 -0.0011934424147938862 0.0017180896731010412 -0.0018597045977172969 -0.00035117367603994698 0.00022305650505116253
leaf_weight=0.0012328729446287609 0.0012796157052246127 0.0010796093455054147 0.0012464726055869671 0.0018146099310866748 0.0011905941855824267 0.0016655121210842347 0.0016515059388465137 0.0016663356263339211 0.0010520735487515318 0.0010488255919240963 0.001296892478899303 0.0012109454058304436 0.0010305176111935488 0.0010310139459983603 0.0015593367858768303 0.0011296639431375155 0.001535863659563097 0.0011043713069022153 0.0014088157766191951 0.0010104837357532981
leaf_count=106 120 541 50 221 81 74 362 277 263 175 264 57 69 77 72 85 144 429 216 227
internal_value=0 -0.000230167 -0.0014374 0.000363535 -5.12703e-05 -0.000175128 1.38308e-05 -0.000171064 -0.000400667 -0.0001858 7.90474e-05 0.000353164 0.000663318 0.00176061 -0.000322989 0.000112376 0.00035387 -0.00010436 0.000549805 -0.000864555
internal_weight=0 0.018023 0.00232608 0.00922293 0.0156969 0.0145063 0.0132735 0.0116079 0.0099416 0.00888953 0.00740832 0.00612871 0.00491776 0.00232791 0.00258985 0.00723802 0.00610836 0.0045725 0.00245764 0.00211486
internal_count=3910 3030 591 880 2439 2358 2252 2178 1901 1638 659 539 482 341 141 1276 1191 1047 391 656
is_linear=0
shrinkage=0.004207


Tree=1165
num_leaves=22
num_cat=0
split_feature=147 11 52 4 3 0 16 47 0 0 2 15 13 42 2 1 4 48 3 4 4
split_gain=0.00012124 0.00018572 0.000148851 0.000200477 0.000245483 0.00017421 0.000229751 0.000238975 0.000172755 0.000150343 0.000302996 0.000154271 0.000139032 0.000252126 0.000124428 0.000175638 0.000201327 0.000188571 0.00022442 0.000226076 0.000119123
threshold=0.089245000000000005 0.088315000000000018 0.28122000000000008 0.27608500000000008 0.11818000000000002 0.18055000000000002 0.31524000000000002 0.10843500000000002 -0.077944999999999987 -0.10071499999999999 0.08400500000000001 -1.0000000180025095e-35 -0.0010249999999999997 1.0000000180025095e-35 0.113945 0.094385000000000011 0.056740000000000006 0.087945000000000009 0.084925000000000014 0.05309500000000001 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 9 14 -11 -12 13 -10 15 17 -17 18 19 -1 -14
right_child=-2 -3 -4 4 -6 -7 7 -9 12 10 11 -13 20 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0022054215682348172 0.001488511341177804 -0.0019312899652394445 -0.0014520002488411998 0.0028848426276808135 -7.2261653231470602e-05 0.0016158909118131177 -0.0028108392891623567 7.1280856607159346e-05 0.0027434999615150264 -0.0027093895507032044 -0.0014307097179187542 0.00073887777926237846 -0.0010986556256455244 -0.00012690424756353855 -0.0013542715212149837 0.0027310719108305159 0.00011415360410349924 -0.0018538686525733693 0.0014577269750865383 0.00043181463246716657 0.0010007297686387732
leaf_weight=0.0010456241276344223 0.0010109017124553246 0.0010449252828126912 0.0013491034118666969 0.0010728218231181854 0.0011695286282064066 0.0011668286231625294 0.0012452850331652046 0.0010628291059679995 0.0013826644545019695 0.0013296672183305399 0.0010748372469664893 0.0016654302277671115 0.0011033708751049254 0.0010913488628181423 0.0010740967422262484 0.0010590539558013035 0.0013117047223696332 0.0010683088525310636 0.0017965225598717272 0.0017032852064655657 0.0010526795031824748
leaf_count=109 159 139 353 213 109 27 231 67 150 437 480 524 78 307 55 81 40 51 56 91 153
internal_value=0 -8.75185e-05 -9.91107e-06 7.29624e-05 0.00134252 -6.11087e-05 -0.000158622 -0.00148369 1.35999e-05 -0.000247899 -0.000960658 -0.000112117 0.000755079 0.00147729 7.23364e-05 0.000264248 0.00128317 -0.000166057 0.000230627 -0.000571332 -7.36425e-05
internal_weight=0 0.0258699 0.024825 0.0234759 0.00224235 0.0212335 0.0200667 0.00230811 0.0177586 0.0131285 0.00406993 0.00274027 0.00463006 0.00247401 0.0090586 0.0079845 0.00237076 0.00561374 0.00454543 0.00274891 0.00215605
internal_count=3910 3751 3612 3259 322 2937 2910 298 2612 1924 1441 1004 688 457 483 428 121 307 256 200 231
is_linear=0
shrinkage=0.0044645


Tree=1166
num_leaves=31
num_cat=0
split_feature=31 453 133 4 11 12 14 47 14 3 133 160 38 124 159 133 376 403 3 483 484 403 156 47 47 159 42 4 4 51
split_gain=0.000872101 0.000671557 0.000677661 0.000686794 0.000746329 0.00061892 0.000717099 0.000696103 0.000506166 0.000541682 0.000694922 0.000612329 0.000577614 0.000699163 0.000641112 0.000497741 0.00097206 0.000781004 0.000510722 0.000446867 0.000564467 0.000627338 0.000593383 0.000667134 0.00104771 0.000735261 0.000662009 0.000769579 0.000702459 0.00123398
threshold=-1.0000000180025095e-35 0.093320000000000014 -0.26719999999999994 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -0.46879999999999994 0.096475000000000019 0.077685000000000018 -0.14539499999999997 0.0068000000000000014 -0.24498999999999996 0.10208000000000002 -0.048219999999999992 0.10519500000000001 -0.17468499999999998 0.11605500000000001 0.09389500000000002 0.16699000000000003 0.083960000000000021 0.084750000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.09550500000000002 0.090280000000000013 -0.025079999999999995 0.083725000000000008 0.080255000000000007 0.0057500000000000008 0.089355000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -5 -7 -8 9 10 -4 -11 13 -13 15 -15 17 18 19 20 21 -17 23 24 25 -23 27 28 29 -27
right_child=1 -3 3 5 -6 6 7 -9 -10 11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013057907029804417 -0.0009783115131999677 -0.0012857170215804634 0.0010787022994861515 0.0015158664951032987 -0.0011462412748519334 -0.00068031106206418415 0.0010429425965055136 -0.00028904887801679368 -0.00087695348350946812 -0.0011935548401034036 -0.00039389488272215296 0.00082920936128148956 -0.0011285128412093185 0.00092255996633948639 -0.0011726198515069439 -0.00091608224177248357 -0.0014195343808768716 -0.001072360561571849 0.00088706231357403792 -0.00088948639472198371 0.00071471958019535546 0.0013192555163189831 -0.00088533590509128806 0.00066265846011906275 -0.0015160120431238215 -6.2580989569870393e-06 0.00042605224909051667 -0.001174136725358686 0.0006295526497455046 -0.0015159059821007964
leaf_weight=0.0010897614244180778 0.0017195042122752904 0.0010137026958716424 0.0021790389559796985 0.001053773241508793 0.0014451228166514332 0.0014160058595962255 0.002573818968109264 0.0013872756243245021 0.0016065077073914571 0.0010620548005318966 0.0011119473903518085 0.0022133298357074329 0.0010678760948481516 0.0012627339950856955 0.0011281682172673549 0.001691542414451074 0.001145510799233306 0.0014951177116531147 0.0015852887433123177 0.0012319411628445012 0.0026175647778998714 0.0010125469621656826 0.0015130711385407105 0.0039607627806370607 0.0010175235346778768 0.0073898251666824136 0.0056733158381727647 0.001612908428086258 0.0026441710647914238 0.0014957688282990489
leaf_count=113 238 42 48 147 144 22 162 23 78 285 28 115 39 24 172 739 11 198 56 264 159 64 137 85 23 183 225 25 32 29
internal_value=0 -6.27726e-05 -4.11426e-05 -1.21565e-05 -7.30875e-05 0.000453657 0.000245491 0.000576445 -4.05877e-05 -1.14494e-05 0.000581146 -5.6993e-05 -2.80868e-05 7.92175e-07 -4.68603e-05 -1.2856e-05 -4.55876e-05 -5.4442e-07 4.7368e-05 5.5878e-06 4.15889e-05 -2.13126e-05 3.6193e-05 9.24008e-05 -1.59484e-05 6.1029e-05 -6.68008e-06 -0.000193478 -5.62931e-05 -0.000260387
internal_weight=0 0.0583277 0.057314 0.0555945 0.0491636 0.00643087 0.0053771 0.00396109 0.0477185 0.046112 0.00329099 0.042821 0.041759 0.0406911 0.0384778 0.0373496 0.0360869 0.0349413 0.0334462 0.0318609 0.030629 0.0280114 0.0263199 0.0248068 0.0208461 0.0198285 0.018816 0.0131427 0.0115298 0.00888559
internal_count=3910 3797 3755 3517 3163 354 207 185 3019 2941 76 2865 2580 2541 2426 2254 2230 2219 2021 1965 1701 1542 803 666 581 558 494 269 244 212
is_linear=0
shrinkage=0.00151575


Tree=1167
num_leaves=21
num_cat=0
split_feature=150 1 16 1374 484 1 474 156 12 151 13 43 2 52 3 4 3 13 4 51
split_gain=0.000104894 0.000205932 0.000276886 0.000261451 0.000184451 0.000215745 0.00023313 0.000264783 0.000227118 0.000234613 0.000207136 0.00030119 0.000249218 0.000505151 0.000231065 0.000227794 0.000209834 0.000182348 0.000153781 0.000116308
threshold=0.075065000000000007 0.085835000000000009 -0.09601999999999998 -0.094679999999999986 -0.0043499999999999988 0.12864500000000004 0.084795000000000023 0.083950000000000011 0.10852500000000001 -0.03268999999999999 0.17936000000000002 -0.083684999999999996 0.087995000000000004 0.10898500000000001 -0.078884999999999997 -0.0025899999999999994 -0.08824499999999999 -0.10023999999999998 -0.076329999999999995 -0.025709999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 8 9 -6 11 16 14 17 -13 -16 -11 -14 -19 -7
right_child=1 2 3 -5 5 19 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 18 -20 -21
leaf_value=-0.0018067160135231016 -0.00080726907616939956 0.0029595405303746696 -0.0014511258944222946 0.0014381063606475287 -0.0020199257332442879 0.0002397309910721323 0.0014939469795077502 -0.0024846604985146511 -0.0021198436242085682 0.00040919354453395989 -0.001640698358100483 -0.0024511620756710708 0.002537815270610165 -0.0022260517788233085 0.0014726522746031367 -0.0010801292485653374 0.0032293499514005736 0.0019418452496083941 -0.00027704261908268602 0.002125404768224903
leaf_weight=0.0012838380789709459 0.0016014359855810447 0.0011239050248808002 0.0010234419595924749 0.0016005701852495058 0.0011371321544721988 0.0013729222845157985 0.0014225926857353013 0.0011207458459815125 0.0011757884119792126 0.0010588210064207404 0.0012363481901825355 0.001266444315048929 0.0015057153880837504 0.0010077921816650792 0.0010740259471665459 0.0019832896697119544 0.0010447423646192657 0.0010202201281197532 0.0015971914532482978 0.0012415395626926831
leaf_count=575 174 125 26 201 122 71 224 213 169 179 92 603 59 178 136 94 124 140 213 192
internal_value=0 0.000532793 0.00110538 0.000311221 -0.000165675 -6.17126e-05 -0.000238999 -0.000390911 -0.000235587 -7.65626e-05 9.61558e-05 0.000281941 -5.79981e-05 0.000607386 -0.000847596 -0.000183345 0.00180983 0.00129995 0.00058784 0.00113519
internal_weight=0 0.00534935 0.00374792 0.00262401 0.0215491 0.0202653 0.0176508 0.0162283 0.0151075 0.0139317 0.0127946 0.0115582 0.00945468 0.00513092 0.00432376 0.00305732 0.00210356 0.00412313 0.00261741 0.00261446
internal_count=3910 526 352 227 3384 2809 2546 2322 2109 1940 1818 1726 1423 590 833 230 303 412 353 263
is_linear=0
shrinkage=0.0044645


Tree=1168
num_leaves=31
num_cat=0
split_feature=1213 453 4 11 1374 474 150 1456 38 2 42 15 157 39 1 3 157 475 42 42 0 133 0 52 51 48 12 2 4 2
split_gain=0.000897156 0.000913922 0.000750422 0.000996904 0.000794869 0.000639997 0.000725889 0.000901325 0.000642364 0.000649328 0.000784037 0.000632315 0.000612462 0.000734692 0.000608491 0.000768437 0.000525647 0.000786201 0.000652927 0.000896397 0.000678978 0.000633163 0.000630189 0.000706015 0.000614344 0.000576438 0.000522688 0.00049955 0.000490196 0.000441519
threshold=-0.082704999999999987 0.096095000000000014 0.27608500000000008 0.08184000000000001 0.09309000000000002 0.09018000000000001 -0.097334999999999991 -1.0000000180025095e-35 0.10777500000000002 0.10910500000000002 0.10138000000000001 0.088190000000000004 -0.084354999999999986 -1.0000000180025095e-35 0.11235500000000002 0.11818000000000002 -0.08107499999999998 -0.08230999999999998 -1.0000000180025095e-35 -0.088669999999999985 -0.089879999999999974 -0.084614999999999982 -0.10071499999999999 0.086040000000000019 0.08955500000000001 0.085760000000000017 0.088325000000000015 0.090695000000000012 0.035895000000000003 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 10 12 -12 -9 -14 15 -4 -15 -18 19 21 22 -19 23 24 29 26 27 -22 -11 -20
right_child=1 -3 14 -5 -6 -7 7 8 -10 28 11 -13 13 16 -16 -17 17 18 20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001114305936120304 0.00084650196000385629 -0.0011279903146577536 0.00049885375391510651 -0.00099055556621155134 -0.0010522235085089642 -0.00098330822153256791 -0.00097074358757507577 -0.00089101893521994569 -0.00083857072547518867 0.00058993334832963646 -0.001248170078820486 -8.9647582905106959e-05 -0.00094841629915626497 0.00085817744572605351 0.00081022176240394636 -0.00082248725332091036 -0.00096996292496940933 0.00087243369107376369 0.00011033394755825929 -0.0010738607470462994 0.00019003792526797836 -0.00021857646305089567 -0.00082075860484209719 -0.00072755840424744238 -0.00046679350027956372 0.00086774061960999936 0.00047240350517042284 -0.00089055179837198176 -0.00021507812877248169 0.00071198979143547456
leaf_weight=0.0012076103579047861 0.0017197773792974038 0.0011554891139269321 0.0019579448680362424 0.0017088494505452792 0.0011437070980448985 0.0010094399179643157 0.0014677064744909865 0.0010769220418398442 0.0013069152764373362 0.0055901150876842545 0.0013932163522529786 0.0016617423792775199 0.0010829184469187672 0.00145658761046663 0.0032237385301538968 0.0011090171274013017 0.0011093576322335754 0.0011012011655084919 0.0045381742646104506 0.0015762058637166501 0.0020694688357396768 0.0038378166305363948 0.0013403608924230518 0.0014445731367374046 0.0017116363902118801 0.0033665088132419649 0.0059795954828802955 0.0010310690353207974 0.0015553468806759341 0.0034563419524857864
leaf_count=355 33 36 87 160 49 185 277 164 31 224 72 142 34 52 311 22 98 44 52 376 205 200 115 50 20 104 210 34 108 60
internal_value=0 -1.05496e-05 1.06084e-05 -3.70715e-05 -6.34432e-06 1.6711e-05 3.65535e-05 8.21529e-06 3.83462e-05 6.30568e-05 -9.87778e-07 -0.000617993 5.11126e-05 8.00171e-05 0.000425472 2.10553e-05 0.000112755 7.94106e-05 0.000116422 -0.00024109 0.000209826 2.46747e-05 9.19861e-07 9.96888e-05 0.000222809 0.000419478 0.000253283 -0.000169307 0.000414707 0.000370453
internal_weight=0 0.0621817 0.0610263 0.0547356 0.0530267 0.051883 0.0508736 0.0491538 0.0476861 0.0463792 0.0392337 0.00305496 0.0361787 0.0351018 0.0062907 0.00306696 0.0340189 0.0325623 0.031453 0.00651522 0.0249377 0.00493902 0.0124911 0.0111507 0.00970615 0.0124466 0.00908013 0.00310054 0.00714546 0.00799452
internal_count=3910 3555 3519 3099 2939 2890 2705 2672 2395 2364 2032 214 1818 1654 420 109 1620 1568 1470 620 850 244 297 182 132 553 449 239 332 112
is_linear=0
shrinkage=0.00126831


Tree=1169
num_leaves=21
num_cat=0
split_feature=41 3 13 48 1 42 15 13 12 133 2 1 52 52 4 15 47 12 4 0
split_gain=0.00011568 0.000144959 0.000278521 0.000192051 0.000259218 0.000327848 0.000202634 0.000165502 0.000220974 0.000157888 0.000141349 0.000120408 0.000100083 0.000147627 0.000123847 0.000302645 0.000102118 9.17093e-05 5.19589e-05 3.70454e-06
threshold=0.078535000000000008 -0.11266 0.17936000000000002 -0.084204999999999988 0.099595000000000017 0.092145000000000019 0.090325000000000003 -0.079119999999999982 -1.0000000180025095e-35 -0.0023199999999999996 0.11635500000000001 0.11052000000000002 -0.094124999999999986 -0.081429999999999989 -0.032604999999999995 -0.096369999999999983 0.077735000000000012 0.084100000000000022 -0.06272999999999998 -0.069954999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -3 5 6 9 -6 -9 -5 11 -10 -11 -14 17 16 -16 -15 -1 -13
right_child=-2 3 -4 4 7 -7 -8 8 10 12 -12 19 13 14 15 -17 -18 -19 -20 -21
leaf_value=0.001013540113312339 -0.0011212161481724229 -0.0018072689756423895 -0.00079757692745325258 -0.0015069965329831182 0.0016290078943904875 -0.0024208487136845131 0.0013128178710664128 0.001831513098289988 0.00039634617259376253 -0.0012039598015386598 0.00093040091083011387 -0.0010472005810499812 0.0014173505095281536 0.0014407286674364848 0.0010000447338920397 -0.0019103758636659178 -0.00059688885024487901 -0.00020071583496834264 0.0021799251498967063 -0.0013947618660895764
leaf_weight=0.001365378973684106 0.0014814548369181382 0.0010103435836246169 0.0012351139196496996 0.0016074842216976049 0.0018864840891751333 0.0011392230172523445 0.0013698420161271244 0.0011530874067192665 0.0012043181575209774 0.0012235945595531197 0.0013871100292686123 0.0010017818823300217 0.0010931840350352209 0.0010707420095634737 0.0014392875117436024 0.0017090153456683389 0.0012011780145872036 0.0011589544835734489 0.0011508454240611856 0.0010039672921280385
leaf_count=153 195 90 86 594 278 500 317 183 90 289 100 35 69 69 57 392 83 154 93 83
internal_value=0 4.11986e-05 0.000775063 -8.59032e-05 -1.67881e-06 -0.000348756 -0.000149942 0.000589718 0.000248759 -0.000340713 -0.000148236 -0.000614328 -0.000129967 4.13137e-05 -0.000187326 -0.000584548 0.000273581 0.000587537 0.00154701 -0.00122117
internal_weight=0 0.0254109 0.00375134 0.0216596 0.0206493 0.0130125 0.0118733 0.00763675 0.00575026 0.0105034 0.00459718 0.00321007 0.00889596 0.00767236 0.00657918 0.00434948 0.00264047 0.0022297 0.00251622 0.00200575
internal_count=3910 3715 332 3383 3293 2524 2024 769 491 1707 308 208 1113 824 755 532 140 223 246 118
is_linear=0
shrinkage=0.00404364


Tree=1170
num_leaves=31
num_cat=0
split_feature=453 155 14 38 3 39 376 1213 13 133 403 160 39 403 1429 1374 481 150 150 158 33 133 15 49 16 15 42 1374 0 160
split_gain=0.000773435 0.000654251 0.000633707 0.000641877 0.00128545 0.000622373 0.000794464 0.00060032 0.000692184 0.000846521 0.00082057 0.000754224 0.00082762 0.000604908 0.000501089 0.000485978 0.000491581 0.0005875 0.000609663 0.000533538 0.000631436 0.000705563 0.000877284 0.000808897 0.000797652 0.00078975 0.000766592 0.000742047 0.000486064 0.000466801
threshold=0.096095000000000014 0.10222000000000002 0.077685000000000018 0.11976000000000002 0.30601500000000009 0.15608500000000003 0.11605500000000001 -1.0000000180025095e-35 -0.45122499999999993 -0.39018999999999998 -0.084084999999999979 -0.40446999999999994 0.005105000000000001 -0.082404999999999992 -1.0000000180025095e-35 0.084470000000000003 -0.0079799999999999992 -0.10114999999999998 -1.0000000180025095e-35 0.08796000000000001 -0.007134999999999999 0.086975000000000011 0.088345000000000021 -0.085974999999999982 -0.094359999999999986 0.091915000000000011 -1.0000000180025095e-35 -0.094679999999999986 -0.083424999999999985 -0.085819999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 13 -9 -10 -11 -12 14 -1 -13 16 -16 -18 -19 20 -20 23 -23 24 -22 26 28 -28 -25 -29
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 10 11 12 -14 -15 15 -17 17 18 19 -21 21 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=7.6131477267526207e-05 -0.0010454305236426596 -0.00090196000963604017 -0.00072985822426477082 -0.00083619108044473726 0.001195219468157884 0.00085448754688214202 -0.0010319779111097158 0.0006733288482077774 -0.0010160441133041718 -0.00098242410958719758 -0.00081474246185527671 -0.00075953466831212154 0.00068183965015028913 -0.0011952111542251568 -0.00070547458876280618 -0.00068695631987333687 0.00093988061791922916 -0.00079777116291338825 -0.00071535224624534198 -0.00059311517372303397 0.00021977716219885054 -0.0007484512086428425 0.00035318029818480002 0.00029596969390467757 -0.00094783943128288735 -0.00060877378084584367 -0.00017869495098410301 -0.00013332464809122184 -0.00061463686933417008 0.00063284507978472694
leaf_weight=0.0010167681279250051 0.0010355653158455871 0.0011343776093953864 0.0015865979263862675 0.0011784717667069336 0.001377235206335036 0.0012622496779073336 0.0010340454065120843 0.0024468825694157195 0.001097668088966052 0.0010802298204955476 0.001327478729808206 0.0010577190980983744 0.0032262299670187114 0.0011272579984860634 0.001054035794033569 0.0011600482807627701 0.0012138318186316601 0.0010615918065104415 0.0011487053087364521 0.0014247055247433851 0.0019390807433410373 0.0023663232521777813 0.0018319619591449232 0.0017801966065285058 0.0014687394518926302 0.0011867472744100374 0.0021080116152631936 0.0012287156194403783 0.0015808410396598296 0.015034010655156749
leaf_count=188 36 181 125 25 147 34 28 22 179 433 227 97 288 385 155 84 12 60 27 144 27 193 54 76 60 92 25 52 117 337
internal_value=0 -3.30017e-06 1.47726e-05 3.63238e-05 5.54925e-05 2.5459e-05 4.94126e-06 2.63995e-05 5.41369e-05 2.07478e-05 4.64496e-05 7.21775e-05 0.000100296 -0.000592298 5.1747e-05 7.45766e-05 9.88279e-05 0.000122794 9.37596e-05 0.000122355 0.000154537 0.000187273 -0.000267744 0.000259835 -0.000283455 0.000340618 0.000392464 0.000488477 -0.000132328 0.000574958
internal_weight=0 0.0575408 0.0564064 0.0548198 0.0536413 0.0522641 0.0510018 0.0499678 0.0478238 0.0453769 0.0442792 0.043199 0.0418715 0.00214403 0.0386453 0.0375875 0.0364275 0.0353735 0.0341596 0.033098 0.0316733 0.0305246 0.00419829 0.0263263 0.00340782 0.0229185 0.0217318 0.0183707 0.00336104 0.0162627
internal_count=3910 3874 3693 3568 3543 3396 3362 3334 2761 2739 2560 2127 1900 573 1612 1515 1431 1276 1264 1204 1060 1033 247 786 87 699 607 414 193 389
is_linear=0
shrinkage=0.00119516


Tree=1171
num_leaves=31
num_cat=0
split_feature=151 1348 4 11 1213 480 31 155 38 3 483 150 1373 374 474 50 375 39 376 42 42 130 133 1 43 4 52 158 157 4
split_gain=0.00108236 0.00106671 0.00099818 0.00151689 0.000983477 0.00098574 0.00117355 0.000877775 0.000899047 0.00132213 0.00102512 0.00106107 0.00116645 0.000919886 0.000850738 0.000824221 0.000797275 0.00119718 0.000788749 0.000769004 0.00093289 0.000798057 0.000763534 0.000784758 0.000746516 0.00177521 0.000827577 0.000639088 0.00100534 0.000870526
threshold=-0.52174999999999983 0.090050000000000005 0.27608500000000008 0.08184000000000001 -0.082704999999999987 0.08456000000000001 -1.0000000180025095e-35 0.10222000000000002 0.10777500000000002 0.31335500000000011 0.088030000000000011 -0.23067999999999997 0.099250000000000019 0.086350000000000024 0.09018000000000001 0.11901000000000002 -0.40343999999999997 0.16168500000000002 0.087570000000000009 -1.0000000180025095e-35 -0.086109999999999978 -0.076814999999999981 0.10599500000000002 0.087545000000000026 -0.50329499999999994 -0.49837999999999999 0.18936500000000003 0.085745000000000002 -0.084354999999999986 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 9 10 11 -8 13 14 16 -4 -13 18 19 20 21 -18 23 -23 -21 -26 27 28 -27 -30
right_child=1 -3 15 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 24 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0012462973905786347 -0.0012937638495075714 0.0012647318865449308 0.00056307090786004142 -0.0012937528107294974 0.0012938913792415365 -0.0012937444766773101 0.0011049208339457743 -0.0011686365966690003 -0.00096011536239346538 0.0012937627867741846 -0.001171052490692377 -0.0010607462286622588 -0.0012859150726761538 -0.0012082266728068545 -0.0010871958532177961 -0.00053643333752485529 0.00076622119610852957 0.0012941883516663648 0.0011451685081062331 0.00089676634619820954 -0.0011496311945046564 -0.0012938056683441533 0.00045366835989916945 7.1150789675944421e-05 -0.0012310579376804836 -0.0009209163259459648 -0.00076075761821165541 -0.00057958470415508197 0.0011081997912277576 0.00019236920669448356
leaf_weight=0.0012400560249616879 0.0010756362795950594 0.0010537412400495319 0.0068172824840644353 0.0017350827882194322 0.0011093532841917044 0.0010415757096250968 0.001410724151469366 0.0011493320344972959 0.0016778935479848647 0.0012933102149830225 0.0012858491502529814 0.0010614767638799085 0.0012129396682851725 0.0010372108022238527 0.0011298962107253443 0.0013704171867630066 0.001349645615356998 0.001306439561744809 0.0010535988635993468 0.0018160537693461256 0.0018992427736397302 0.0017436551055548533 0.0012868853211616127 0.0011833508981204943 0.0017324977499235525 0.0012812105612631788 0.001731639674315665 0.0018603639531383767 0.0018526132816987012 0.027838235343831043
leaf_count=65 352 42 385 155 58 240 14 102 28 54 155 8 22 10 129 19 36 18 20 16 386 210 62 38 57 82 180 145 19 803
internal_value=0 -2.75071e-05 -4.63296e-05 -0.000100616 -6.74513e-05 -4.59489e-05 -2.43966e-05 -4.91026e-05 -2.69349e-05 8.43416e-07 -2.95186e-05 -2.22912e-06 -3.20492e-05 -2.3239e-06 2.26283e-05 0.000379041 4.82215e-05 7.27783e-05 3.85572e-05 1.29749e-05 -0.000366785 -9.95425e-05 -0.000376833 -0.000741971 8.73352e-05 4.68363e-05 0.00011089 0.000156862 0.000201097 0.000249514
internal_weight=0 0.0733972 0.0723434 0.0641557 0.0624206 0.061345 0.0603034 0.0591941 0.0580447 0.0563668 0.0550735 0.0537877 0.052377 0.051164 0.0501268 0.0081877 0.0489969 0.0479354 0.046629 0.0455754 0.00746278 0.00556354 0.00421389 0.00292701 0.0381126 0.0362966 0.0345641 0.0328324 0.0309721 0.0296908
internal_count=3910 3845 3803 3399 3244 2892 2652 2594 2492 2464 2410 2255 2241 2219 2209 404 2080 2072 2054 2034 732 346 310 248 1302 1286 1229 1049 904 822
is_linear=0
shrinkage=0.00129368


Tree=1172
num_leaves=19
num_cat=0
split_feature=38 124 484 13 457 132 16 133 3 49 13 43 16 52 15 15 0 16
split_gain=0.000175426 0.000288997 0.000139858 0.000150107 0.000168614 0.00030216 0.000241057 0.000211313 0.000270933 0.000226671 0.000217085 0.000273771 0.000198046 0.000182622 0.000273466 0.000169244 0.000167642 0.000253927
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.094679999999999986 0.081330000000000013 0.079995000000000011 -0.094359999999999986 0.084285000000000013 0.090325000000000003 -0.0057999999999999987 -1.0000000180025095e-35 -0.074254999999999988 0.050115000000000007 0.091210000000000013 -0.099824999999999983 0.084955000000000017 -0.084304999999999977 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 16 5 7 -6 8 10 -10 11 -5 -11 14 -12 -16 17 -4
right_child=-2 2 3 4 6 -7 -8 -9 9 12 13 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0016393876870208378 -0.0017516582404613664 -0.0013073571562626978 0.0010321014089205818 0.00024249065753513031 -0.00070503348782762279 0.0016904833792906219 0.0016234917529887808 -0.0019875968096186481 -0.0029162186336267773 0.00051229003472323459 0.0014580858366794757 -0.0023587472630251286 -0.0019488649800031221 0.0020923132173590372 -0.0013953914981373341 0.00067729900646589219 0.0016486654655569267 -0.0014686841715424092
leaf_weight=0.0018610911953985112 0.0010028584799005582 0.0015402641391270627 0.0018171498077723669 0.0016374999995564261 0.0013128075297763608 0.0011687231383165362 0.0019641311377984741 0.0015752640275606003 0.0011086011970888876 0.0012736650655043045 0.0017952898724054034 0.0012726325767320728 0.0010604962088525127 0.001058882745131412 0.0018651986559982126 0.0011134998983675093 0.0018652953719808787 0.0011887241447123831
leaf_count=277 95 592 131 182 64 229 127 634 47 48 68 685 63 120 203 105 94 146
internal_value=0 4.08958e-05 -7.99476e-05 1.97223e-06 -0.000173527 -0.000363203 0.000690638 -0.000537623 -0.000350183 -0.00134985 4.34577e-05 -0.000895059 -0.000605904 0.000511702 0.000161118 -0.000620576 0.000657926 4.31231e-05
internal_weight=0 0.0264792 0.0246181 0.0230779 0.0182067 0.0149298 0.00327694 0.013761 0.0121858 0.00344276 0.008743 0.00291013 0.00233416 0.00583287 0.00477399 0.0029787 0.00487117 0.00300587
internal_count=3910 3815 3538 2946 2575 2384 191 2155 1521 158 1363 867 111 496 376 308 371 277
is_linear=0
shrinkage=0.004207


Tree=1173
num_leaves=22
num_cat=0
split_feature=147 11 52 4 3 0 16 43 403 0 0 12 403 48 43 0 16 52 4 51 4
split_gain=0.000109934 0.000171578 0.00015024 0.000199706 0.000194566 0.00018036 0.000192014 0.000361077 0.000167336 0.000181872 0.000275501 0.000205107 0.000164732 0.000264799 0.000213761 0.000134025 0.000432903 0.000375347 0.000165391 0.000185445 0.000135562
threshold=0.088565000000000019 0.088315000000000018 0.28122000000000008 0.27608500000000008 0.11818000000000002 0.18055000000000002 0.26760500000000004 -0.074254999999999988 -1.0000000180025095e-35 -0.084794999999999995 -0.10071499999999999 0.092365000000000017 0.086810000000000012 0.088875000000000023 -0.082484999999999989 -0.11756999999999999 -0.19424999999999998 -0.0066199999999999991 -0.0082299999999999995 0.08955500000000001 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1 10 15 12 13 14 -11 16 -10 18 -18 -20 -17
right_child=-2 -3 -4 4 -6 -7 7 -9 9 11 -12 -13 -14 -15 -16 20 17 -19 19 -21 -22
leaf_value=-0.0012447471049740052 0.001044219539491951 -0.0014091727278127419 -0.001093580398171362 0.0020629666016238552 6.5636937139932001e-05 0.001240552063350783 0.00010787776894113525 -0.0023542770158055709 -0.001755069897438029 0.0010247019643052678 -0.0014052316329113289 -0.00048530431166832601 0.0020862389240427492 0.0019426632589972213 -0.0011021637363946392 3.3104586782285488e-05 -0.0013820191269106965 0.002033115172261137 0.0011498203731473032 -0.00073367886692924766 0.0015796884006308988
leaf_weight=0.0011315756358650083 0.0010708394048198891 0.0010390722081604622 0.001374121944217834 0.0010682001807930655 0.0011698279315626725 0.0011833347588741097 0.0015974886978947778 0.0011897061117924204 0.0015312955974704501 0.0010140584258283014 0.0017200127517784112 0.0015388804133046885 0.0010963367010111691 0.0010755098070003299 0.0011596595262470871 0.0014732476149944482 0.0010063834940396976 0.0011123027119843698 0.00125574042103338 0.0011433185407954127 0.00115947788681936
leaf_count=836 168 139 353 211 108 27 157 199 82 179 535 237 83 90 191 63 85 45 43 44 35
internal_value=0 -6.19595e-05 -5.96645e-06 5.72898e-05 0.00101895 -4.33366e-05 -0.000118529 -0.000943086 1.34161e-05 0.000100834 -0.000168098 0.000576218 0.000952131 0.000569467 -0.000109962 7.70004e-05 -0.000200343 0.000326633 -0.000230747 0.000252202 0.000714235
internal_weight=0 0.0260396 0.0250005 0.0236264 0.00223803 0.0213883 0.020205 0.00278719 0.0174178 0.0162862 0.0104018 0.00588444 0.00434556 0.00324923 0.00217372 0.00868177 0.00604904 0.00451775 0.00340544 0.00239906 0.00263273
internal_count=3910 3742 3603 3250 319 2931 2904 356 2548 1712 932 780 543 460 370 397 299 217 172 87 98
is_linear=0
shrinkage=0.00338353


Tree=1174
num_leaves=21
num_cat=0
split_feature=453 4 1 158 156 159 151 160 133 15 47 47 16 15 42 133 52 4 457 12
split_gain=0.000115471 0.000255428 0.000222669 0.000198572 0.000168484 0.000183069 0.000228327 0.00017859 0.000196651 0.000485041 0.00025846 0.000223971 0.000189844 0.000178888 0.00034807 0.000200962 0.000226432 0.000187096 0.000147851 0.000133184
threshold=1.0000000180025095e-35 0.27608500000000008 0.11235500000000002 0.084965000000000027 0.091280000000000014 0.087945000000000009 -0.070479999999999987 -0.092169999999999988 -0.0056849999999999991 0.085120000000000015 0.09550500000000002 0.087850000000000025 -0.055679999999999993 0.014775000000000002 0.08401500000000002 0.084760000000000016 0.024145000000000003 0.0057500000000000008 0.085230000000000014 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 18 -8 9 -9 11 13 -12 15 19 16 17 -10 -1 -15
right_child=-2 2 -4 -5 -6 -7 7 8 10 -11 12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0016731858205219789 -0.0010587674122798454 -1.9126257264648969e-05 0.0020665226061884878 -0.0016729112083195101 -0.0014416205778053802 0.0014909561072935778 -0.0016016097482804612 -0.0027151022764715892 -0.00044138346997563409 0.000499190157459613 0.0023521469903479146 -0.001731309094879096 0.0002261276371854499 -0.0022465333358730327 0.00087856733061795307 -0.00071058752051651817 0.0020808603292698231 0.0014042897549169846 -8.8670132627344955e-05 -0.00051178690867892298
leaf_weight=0.0016000097362085233 0.0013570695546354363 0.0012911256679503094 0.0014665322211808163 0.0010161329199197813 0.001057644040758989 0.0011290646550360514 0.001114040248619926 0.0011934259559226593 0.0018845565078631221 0.0013332055922197217 0.0010605679630562026 0.0010672788562765276 0.0012017849447962812 0.0012704246209413739 0.0013735485100226374 0.0015391771788023784 0.0013433140664993043 0.0012095493730064355 0.0010635884293414 0.0011143456568726839
leaf_count=260 99 109 310 334 283 163 309 345 170 375 56 45 56 150 332 217 40 30 79 148
internal_value=0 3.78115e-05 0.00109003 -9.07416e-05 -1.61578e-05 5.73929e-05 -2.61737e-05 -0.000184958 -8.37333e-05 -0.00101904 9.71522e-05 -0.000138594 0.00122278 3.60219e-05 -0.000590052 0.000429722 0.000825253 0.000280128 0.000969668 -0.00143593
internal_weight=0 0.0253293 0.00275766 0.0225717 0.0215555 0.0204979 0.0193688 0.0167052 0.0155912 0.00252663 0.0130645 0.0108022 0.00226235 0.00973492 0.00375832 0.0059766 0.00443742 0.00309411 0.0026636 0.00238477
internal_count=3910 3811 419 3392 3058 2775 2612 2273 1964 720 1244 1132 112 1087 630 457 240 200 339 298
is_linear=0
shrinkage=0.00366245


Tree=1175
num_leaves=31
num_cat=0
split_feature=14 3 39 47 51 1 130 130 42 133 124 131 43 4 3 16 151 1 151 49 457 47 52 133 475 51 3 13 16 48
split_gain=0.000355125 0.000364176 0.000397031 0.000415661 0.000518841 0.000540035 0.000352162 0.000539585 0.000544848 0.00049867 0.000478758 0.000545186 0.000296684 0.000579687 0.000487403 0.000521482 0.000363605 0.000528232 0.000431703 0.000529705 0.00056112 0.000444932 0.00033737 0.000449205 0.00027803 0.000981777 0.000260915 0.000497533 0.000304401 0.000252736
threshold=0.077685000000000018 0.30601500000000009 0.13419 0.13177500000000003 0.13118000000000002 0.12864500000000004 -0.088449999999999987 -0.081969999999999987 -1.0000000180025095e-35 0.048655000000000011 -0.078884999999999983 0.08844500000000001 -0.49922499999999997 -0.49837999999999999 -0.16059999999999997 -0.014099999999999998 0.088225000000000012 0.076710000000000014 0.056555000000000001 -0.047309999999999998 0.092565000000000022 0.096300000000000011 0.084240000000000023 0.08321000000000002 -0.083684999999999982 -0.07174999999999998 0.097615000000000021 -0.076679999999999984 0.0046950000000000004 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -9 -10 12 -12 -14 -15 16 17 22 19 20 -19 29 23 -16 -17 -26 27 28 -27 -21
right_child=-2 -3 -4 -5 -6 -7 7 8 10 -11 11 -13 13 14 15 24 -18 18 -20 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00075853173828428874 -0.00069818892475891818 0.00066388216250605296 0.00067770320841412297 -0.0007125193965405105 -0.00080517360767799404 0.00073428431969079085 0.00088859302851641104 -0.00085902839837500656 0.00088854339669838442 0.00011342153073109319 0.00070544983288260569 -0.00071108595784764297 -0.00082065369829794905 0.00080439319968943299 -0.00079002402964904685 0.00089127959574136989 0.00057671752864357827 1.8719525460883499e-05 -0.00076749347808006897 0.00020556506274343981 0.0013198173265190777 -0.00084907231643951172 -0.0011429591519115346 0.00035167367361079631 -0.00089830639485591747 0.0003219081290364755 0.00087404216268799611 0.00081951138311261366 -0.00070687540108000291 -0.00043630589772241822
leaf_weight=0.0011066868098217044 0.0013150707949249876 0.001383808256248952 0.0013576980014171616 0.0015739911836840639 0.0014149213377634131 0.0017053755037753629 0.0011444529292106145 0.0024530335064756039 0.0010856221686870162 0.0014674729943965625 0.0011271000242913934 0.0017813338159839978 0.0013721394975907296 0.001444065510568737 0.0014503209447996749 0.0011678704545264873 0.0011835847006014264 0.0012649839484097933 0.001217382916365751 0.0041188728473150462 0.0010614267386035436 0.0011926974629474785 0.0013240241732870583 0.001023546575443901 0.001173385683987338 0.0010019794890890887 0.00163908180229555 0.0014652770075285542 0.0010011561828060511 0.0014421051525914663
leaf_count=95 126 162 50 72 136 129 30 629 144 224 21 239 125 88 116 135 28 39 17 231 20 39 340 138 133 162 19 85 116 22
internal_value=0 -2.10407e-06 -2.41721e-05 -4.77574e-05 -2.08109e-05 8.85136e-06 -2.5793e-05 -2.35818e-06 -3.28333e-05 -0.000495034 2.85135e-05 -4.30168e-06 4.29039e-05 1.36696e-05 6.1031e-05 1.37995e-05 -0.000125761 -0.000184748 -2.96144e-05 6.93144e-05 0.000612346 -0.000117742 -0.000605373 -0.000317654 0.000300068 0.000190137 0.000440194 0.000235169 -0.000192272 3.91114e-05
internal_weight=0 0.0431454 0.0417616 0.0404039 0.0388299 0.037415 0.0357096 0.0346029 0.0334585 0.00392051 0.029538 0.0284523 0.026671 0.0255439 0.0241718 0.0227277 0.0152789 0.0140954 0.0102975 0.00908009 0.00232641 0.00675368 0.00379789 0.00247387 0.00744875 0.00628088 0.00510749 0.00346841 0.00200314 0.00556098
internal_count=3910 3784 3622 3572 3500 3364 3235 3140 3110 853 2257 2113 1874 1853 1728 1640 990 962 368 351 59 292 594 254 650 515 382 363 278 253
is_linear=0
shrinkage=0.00131955


Tree=1176
num_leaves=20
num_cat=0
split_feature=124 42 130 133 50 48 15 484 15 48 160 0 2 3 3 2 2 42 1
split_gain=0.000112013 0.000143375 0.000199502 0.000182437 0.000257801 0.000217728 0.000202813 0.000187117 0.000232486 0.000373535 0.000292595 0.0002113 0.00030478 0.000197367 0.000202563 0.000302933 0.000176691 0.000168336 9.19579e-05
threshold=0.10385500000000002 -1.0000000180025095e-35 -0.076814999999999981 0.093845000000000026 0.10625000000000001 0.12675000000000003 -0.26361999999999991 0.087270000000000014 -0.095799999999999982 0.093225000000000016 0.08901000000000002 -0.19631499999999999 0.089710000000000012 -0.083144999999999983 0.10420500000000001 0.090545000000000014 0.090050000000000005 -0.09547499999999999 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 11 10 13 -8 -13 16 15 18 -10 -4 -15
right_child=-2 3 17 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00070108398222382682 0.001303185424285806 0.0021812733761570335 -0.00059258745791810914 -0.001236176026786678 -0.0017453931641470883 -0.0016185848416098005 -0.0016125943210464669 -0.0013250883245344868 0.0025285581261753599 0.0030838015100306975 -0.0015695426486672876 -0.00075588822638447239 0.001967521993177436 -0.00047999449949018009 0.0016346303976712232 -0.0019236947685063999 0.00053118873723511837 -0.0028241917057454267 0.0010720724497982552
leaf_weight=0.0010146352567083627 0.0010866186814993952 0.0010523896786409003 0.0014472922708578875 0.0017933909075904036 0.0011783509627217017 0.001009515660810755 0.0016192446577711905 0.001197681811232725 0.0016504409075640079 0.0010808248267538687 0.0010971658809551818 0.0019464570848682977 0.0011611441985539539 0.001033086972021249 0.0014314894536298084 0.0012616199251471727 0.0014929276800080271 0.0010198070504711101 0.0019526922916287548
leaf_count=135 49 203 280 462 256 71 42 207 210 87 134 124 97 264 102 162 161 628 236
internal_value=0 -7.60864e-05 -0.000869231 4.96749e-05 0.000164033 0.000282536 0.000389294 0.000277868 0.00039994 0.000735238 0.000479337 -0.000380362 0.000261704 0.000734143 0.000265991 -0.000195277 0.00157992 -0.00151505 0.000535053
internal_weight=0 0.0254402 0.00348173 0.0219584 0.020165 0.0189867 0.0179772 0.0169248 0.0157271 0.0110002 0.00991942 0.00472685 0.0031076 0.00882226 0.00567889 0.0042474 0.00314337 0.0024671 0.00298578
internal_count=3910 3861 1043 2818 2356 2100 2029 1826 1619 1356 1269 263 221 1135 764 662 371 908 500
is_linear=0
shrinkage=0.004207


Tree=1177
num_leaves=20
num_cat=0
split_feature=41 2 48 42 43 52 475 1 42 0 2 49 15 12 52 15 4 15 160
split_gain=0.000111017 0.000124353 0.000122333 0.000126886 0.000140346 0.000151781 0.000167209 0.000231521 0.000361321 0.000320491 0.000165583 0.000159083 0.000137806 0.000370833 0.000132391 0.000206258 0.000206629 0.00013995 6.9295e-05
threshold=0.078535000000000008 -0.0098549999999999974 -0.086624999999999994 -1.0000000180025095e-35 -0.12074999999999998 0.28122000000000008 -1.0000000180025095e-35 0.10285500000000002 0.092145000000000019 -0.19631499999999999 0.10510500000000002 -0.085974999999999982 -0.038029999999999987 0.051320000000000005 0.084890000000000007 -0.095799999999999982 0.00096500000000000015 0.079360000000000014 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 -5 6 -6 8 11 -9 -11 -8 -4 -14 15 16 -13 18 -17
right_child=-2 2 3 4 5 -7 7 9 -10 10 -12 14 13 -15 -16 17 -18 -19 -20
leaf_value=0.0011116503573921656 -0.0011130684131895052 -0.0013373932983775823 -0.0017734054832546852 0.0013216999884689158 -0.0011969847526793595 -0.0014267520972360797 -0.0012276491444443466 -0.0005194844375950706 -0.0022646468676845669 0.00078401157415479916 0.0027085957203196085 0.00097456495917529673 0.0018196523468966158 -0.0013101307527035742 -0.00057295712282770192 0.0022518265273290213 -0.0015705522839777992 6.2449388750008528e-05 0.00092098945599771191
leaf_weight=0.0016708264708443213 0.0014281851402483383 0.0011149693648389017 0.001193652835017267 0.0015965192542022324 0.0013423497709387231 0.0010431424491008636 0.0010812579177628132 0.0014006523411667082 0.0010713184545004849 0.0013449039851835551 0.0016011721442346083 0.0010319982309336924 0.0010008215356833708 0.0016225428254865726 0.0016794088114431074 0.0017247791186256623 0.0010545607735150675 0.0011211960126628617 0.0010169051084690794
leaf_count=220 195 83 375 100 452 261 65 70 365 108 238 71 33 596 219 168 44 189 58
internal_value=0 4.64437e-05 -3.07963e-05 3.56425e-05 0.00017686 6.61785e-05 0.000166844 0.000296424 -4.86438e-05 0.00107293 0.00183001 0.000223918 -0.000634377 -0.000116109 0.000429653 0.00071267 -0.000311754 0.00126602 0.00175821
internal_weight=0 0.024713 0.0230422 0.0219272 0.0181102 0.0165136 0.0154705 0.0141282 0.00978142 0.00434673 0.00294608 0.00871011 0.00381702 0.00262336 0.00762885 0.00594944 0.00208656 0.00386288 0.00274168
internal_count=3910 3715 3495 3412 2408 2308 2047 1595 1179 416 346 814 1004 629 749 530 115 415 226
is_linear=0
shrinkage=0.00404364


Tree=1178
num_leaves=20
num_cat=0
split_feature=147 484 39 1374 151 156 15 12 42 3 52 1 4 0 16 15 43 48 1
split_gain=0.000101906 0.000169687 0.000131233 0.000138255 0.000144695 0.000207487 0.000182317 0.000376129 0.000282645 0.000174912 0.000164905 0.000164543 0.000186481 0.000269058 0.000178694 0.000157585 0.000294735 0.000211208 0.000145204
threshold=0.088565000000000019 -0.0043499999999999988 -1.0000000180025095e-35 -0.094679999999999986 0.087190000000000017 0.091280000000000014 0.035895000000000003 0.086865000000000012 0.10217500000000002 -0.078884999999999997 -0.048794999999999991 0.10752500000000002 -1.0000000180025095e-35 0.059810000000000009 -0.42360999999999993 -0.017214999999999998 -0.078644999999999979 0.086215000000000014 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 10 -9 15 12 13 -12 -13 16 -5 -18 -14
right_child=-2 2 3 4 -6 -7 7 9 -10 -11 11 14 18 -15 -16 -17 17 -19 -20
leaf_value=-0.0015517830018412634 0.0013747873725637244 -0.0015686058744816549 -0.0013645236577216691 -0.001140237824785014 0.0018171747520366946 -0.0017776256565763722 -0.0022282180209302026 -0.00039353151568831694 -0.0018502891577237763 0.0019027654237308504 0.0020231118054678202 -6.5777702540789856e-05 7.349626326324683e-05 -0.00068048569399218456 0.0024431529570617732 0.0026526690976419434 0.0031609599929782952 0.00028958117985981749 -0.0019407035132333881
leaf_weight=0.001516382622597452 0.0010466896236624992 0.001030014390418609 0.001270508175310602 0.0010774445458174298 0.0010658287970960459 0.0011557457450025446 0.0017629049769726365 0.0019383458608773774 0.0010074824204816544 0.0010662737488047747 0.0015196595756453114 0.0010883687872662029 0.0014783439968415026 0.0015336981768820923 0.0012821961588458941 0.0013550795079552086 0.001106821265316249 0.0010214900382932157 0.0014904923892604671
leaf_count=592 168 75 63 246 92 261 357 594 142 298 191 141 205 50 96 108 85 76 70
internal_value=0 -7.58269e-05 2.04331e-05 9.40912e-05 0.000182548 9.49296e-05 0.000210485 -0.000558375 0.000473041 0.000421374 0.000653741 0.00027498 -0.000125066 0.000665098 0.00129126 0.00135073 0.000800398 0.00178283 -0.000937725
internal_weight=0 0.0247671 0.0232507 0.0222207 0.0209502 0.0198843 0.0187286 0.00476752 0.0139611 0.00300462 0.0129536 0.00839276 0.00602219 0.00305336 0.00237056 0.00456084 0.00320576 0.00212831 0.00296884
internal_count=3910 3742 3150 3075 3012 2920 2659 1249 1410 892 1268 753 516 241 237 515 407 161 275
is_linear=0
shrinkage=0.00455379


Tree=1179
num_leaves=31
num_cat=0
split_feature=453 1429 4 11 1213 38 124 483 149 158 155 2 15 4 16 0 43 151 4 13 3 2 13 160 42 3 1 52 15 49
split_gain=0.000958513 0.000805377 0.000891847 0.000928006 0.000771305 0.000676149 0.000811411 0.000771777 0.000532071 0.000577957 0.000486974 0.000446031 0.000632437 0.000617402 0.0007982 0.000686267 0.000595674 0.000534269 0.000594721 0.000462571 0.000425802 0.000582603 0.000417448 0.00101036 0.000402142 0.000495673 0.000628362 0.00082273 0.000622477 0.000607741
threshold=0.096095000000000014 -1.0000000180025095e-35 0.28937500000000005 0.08184000000000001 -0.081334999999999977 0.10777500000000002 -0.048219999999999992 0.088030000000000011 0.082450000000000009 0.085745000000000002 0.088505000000000014 0.106285 0.035895000000000003 -0.49837999999999999 -0.0049699999999999996 -0.017269999999999997 -0.18906999999999999 0.056555000000000001 -0.08422499999999998 -0.077944999999999987 0.13772500000000001 0.11230000000000001 -0.060719999999999989 -0.081519999999999995 -0.088669999999999985 -0.08095999999999999 0.089370000000000019 -0.07125999999999999 -0.10312999999999999 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 9 10 11 13 20 -8 17 16 -16 18 -15 -18 21 -13 -21 -24 -20 29 -27 -28 -29 -26
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 15 -17 19 -19 24 22 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0011179256395487593 -0.0012674801741236344 -0.0010094068386298964 0.00058206926772941226 -0.0011191188866075295 0.00070773211426614308 -0.00095480417141220492 -0.00071811592489178552 -0.0011247357002223165 -0.00094923719114750203 -0.00070952389079183232 -0.00084109481820541664 0.00099935423934580971 -0.00021682299763059717 -0.00066881957032812443 -0.00068926425997900575 0.0012488747182354944 -0.00021952194018416482 -0.00083574200684798702 0.00065239540824017436 0.0012940839545502788 0.0012404738228705293 -0.00016999227761918626 0.001280455378923276 -0.00050106353955710684 0.00057567793547541471 0.00057914401419239668 -0.0012268335605368583 -0.00067749768356335511 0.00044272419637856014 -0.00065834463586479739
leaf_weight=0.001226143259111189 0.0011850368224486365 0.0014256784522020385 0.0051946783030425428 0.001481256661580054 0.0035434960661198103 0.0013145680910788817 0.0019027911549107544 0.0011427340013132883 0.0010367430018574089 0.001799702387737633 0.0010452025202919426 0.0016376050241260201 0.0020557221980093132 0.0021672331287156807 0.0010742253410054303 0.0017611936048354225 0.0014683895248821521 0.0015350709223653771 0.002315881278788289 0.00146501624383788 0.0018471668275843456 0.0017057347019635571 0.0011988165520815386 0.0013024138193848955 0.0010203825886492268 0.0045867151991480087 0.0010635483389407341 0.0013446091670772375 0.0035164427982454782 0.0033578693779368488
leaf_count=181 36 382 402 121 180 32 49 251 32 214 94 40 102 242 27 29 151 45 92 40 61 94 29 76 20 259 21 27 163 418
internal_value=0 4.81206e-06 2.92591e-05 -2.69201e-05 5.67439e-06 3.56931e-05 6.3459e-05 1.07966e-05 4.15395e-05 6.64882e-05 0.00010196 0.000127678 0.000440535 5.47371e-05 0.000105138 0.000473399 0.000263567 -4.05279e-05 2.2484e-05 0.000451907 0.000700885 0.000402767 0.000700484 0.000352802 0.000109562 2.51312e-05 0.000190025 -0.000111223 0.000132861 -0.000370747
internal_weight=0 0.057537 0.0563109 0.0511162 0.049635 0.0482093 0.0468947 0.0433512 0.0422085 0.0411717 0.039372 0.0383268 0.00724623 0.0310806 0.0291778 0.00827006 0.00650886 0.0209078 0.0193727 0.00543464 0.00519051 0.00334334 0.00396625 0.00250123 0.0172054 0.0148896 0.0105113 0.0059246 0.00486105 0.00437825
internal_count=3910 3874 3693 3291 3170 2788 2756 2576 2325 2293 2079 1985 297 1688 1639 352 323 1287 1242 296 195 134 145 105 1000 908 470 211 190 438
is_linear=0
shrinkage=0.00140032


Tree=1180
num_leaves=31
num_cat=0
split_feature=453 1429 4 480 133 52 128 1 14 43 15 48 52 1 1 1 4 1 0 3 3 3 1 48 2 1375 1 4 48 16
split_gain=0.000704253 0.000685309 0.000803366 0.00100259 0.000643371 0.000630772 0.000590117 0.000563111 0.000797315 0.00064132 0.000641265 0.000580757 0.000626528 0.000572406 0.000553176 0.000503192 0.000868721 0.000487724 0.000461482 0.000838615 0.000422961 0.000732924 0.000418722 0.000415931 0.00047827 0.000500834 0.000363889 0.000461779 0.000308348 0.000419591
threshold=0.096095000000000014 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -0.51745999999999992 0.086435000000000012 0.094485000000000013 0.064610000000000015 -0.24333999999999997 0.035895000000000003 0.11028500000000001 0.11262000000000001 0.11026000000000001 0.092730000000000021 1.0000000180025095e-35 0.05309500000000001 0.081540000000000015 -0.087614999999999985 -0.083604999999999985 -0.053439999999999994 0.084925000000000014 0.12162500000000001 0.087945000000000009 0.086650000000000019 -1.0000000180025095e-35 0.087480000000000016 -0.077679999999999985 0.086065000000000016 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 14 -9 11 12 -11 -12 15 18 17 -17 19 -7 -21 -22 -13 24 26 -26 -19 -28 29 -20
right_child=-2 2 -4 -5 5 6 -8 9 -10 10 13 22 -14 -15 -16 16 -18 23 28 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0010584245739248951 -0.0011653184298200542 -0.00083471196868134079 0.0011631351789247156 -0.0011962109800475705 -0.0010212682135596909 -0.0013729333554702455 -0.00070615694631334311 -0.00042542541030361541 -0.0011253884491823473 0.00092651391377956223 -0.00098827305328386171 -0.00024300223701188565 4.2545048307588283e-05 0.00036922295315266524 -0.00087351329859439652 0.0010102902442713348 0.0012192904879109643 -0.0007878455650410462 0.00044602153833307078 0.000285247121232141 -0.0013729921251007017 0.00022067216746358593 0.00070179385011739362 -0.00058460798564999002 0.0013717303271850224 0.00011549917651811513 0.00078257915599956086 -0.00045880664138677043 0.00069520489051252564 -0.00017870683771898136
leaf_weight=0.0011506483871164255 0.0010132396813844471 0.0016135685896707655 0.0011195185732282278 0.0013140762009107984 0.0010215965026627574 0.0012706778505613414 0.0017833633320958877 0.0020247541182314413 0.0011711151255588961 0.006574662587228719 0.0010890445954228065 0.0025528690334120094 0.0019622085412684953 0.0012660001198554482 0.0012212850865283001 0.0010532588736431592 0.0016636034981374346 0.0011190325631322828 0.0028630698218658967 0.0023996919335945721 0.0010536764257071856 0.0011242064387317896 0.0013524973446106259 0.0017000770249637753 0.0010400999024682278 0.0014076936915472515 0.0011434966071051109 0.0011159316267671518 0.0013883509688392684 0.0069327966538707724
leaf_count=181 36 223 178 229 172 166 188 33 92 391 85 44 66 51 67 19 24 72 126 203 54 14 56 41 4 41 74 93 72 815
internal_value=0 -1.01762e-05 1.24356e-05 -1.22324e-05 1.8329e-05 4.62515e-05 6.88431e-05 9.85721e-05 -1.52006e-05 0.000299227 0.000398383 0.000522721 0.000723333 -0.000258525 3.04238e-05 7.08982e-05 0.00031135 0.000135298 -7.37073e-05 -0.000386211 -0.000112309 -0.000550355 8.41973e-05 1.28483e-05 0.000187184 0.000649288 -0.000147625 0.000169459 8.97015e-05 3.88456e-06
internal_weight=0 0.0544929 0.0533422 0.0522227 0.0509086 0.0492951 0.0482735 0.0464901 0.0296681 0.016822 0.0147973 0.0124422 0.00853687 0.00235504 0.0284969 0.0272757 0.0102432 0.00857959 0.0170325 0.00584825 0.00457757 0.00217788 0.00390537 0.00752633 0.00582625 0.00244779 0.00337846 0.00225943 0.0111842 0.00979587
internal_count=3910 3874 3693 3515 3286 3063 2891 2703 1977 726 693 557 457 136 1885 1818 368 344 1450 437 271 68 100 325 284 45 239 167 1013 941
is_linear=0
shrinkage=0.00137286


Tree=1181
num_leaves=31
num_cat=0
split_feature=14 1429 31 1213 158 1373 101 151 150 124 3 375 453 159 16 2 48 52 2 47 0 12 1375 101 3 51 16 3 39 1
split_gain=0.00130674 0.00123239 0.00115795 0.00109047 0.00111597 0.001112 0.00112349 0.00111413 0.00115339 0.000932288 0.0016573 0.000936408 0.000897615 0.000887495 0.00145369 0.00094718 0.00210697 0.00130785 0.00112826 0.0011556 0.00112499 0.00105944 0.00084927 0.000819612 0.000912885 0.00106473 0.00196294 0.0011535 0.000765569 0.000754877
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082704999999999987 0.11034000000000001 0.11103 -0.08175499999999998 -0.52174999999999983 -0.18357499999999996 -0.43954999999999994 0.30601500000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.034019999999999988 -0.17157499999999998 0.086545000000000025 0.086455000000000018 0.086950000000000013 0.087005000000000013 0.097435000000000008 -0.13506999999999997 -0.023959999999999995 -0.43271999999999994 -0.041339999999999995 -0.14218999999999996 -0.095859999999999987 -0.078844999999999985 -0.089974999999999986 0.083240000000000022 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9 -10 11 12 13 14 -11 16 17 20 -17 22 -15 -22 -20 -23 -25 -26 27 -27 -16 -24
right_child=-2 2 3 4 -6 -7 7 8 9 10 -12 -13 -14 15 28 18 -18 -19 19 -21 21 23 29 24 25 26 -28 -29 -30 -31
leaf_value=-0.001214319308423183 -0.0010568943732067832 0.0014863510939815872 -0.0013247607145585461 -0.0014868289606181106 -0.0013732512799309524 -0.0014752392705584447 -0.0014082924077761007 0.0011318876546057156 -0.0013066400980928029 0.00089532759932484617 0.0014861193582318872 -0.0013609571735077371 -0.001133390560374961 0.00097449306907572333 -0.001486138417657823 0.0012143369759211031 -0.0013984157942789884 -0.0012503880412009318 -0.00075175596551438004 0.001137972005593547 -0.0014317789820005424 0.001344796758446563 2.9753926213585783e-05 0.0012102269651362403 0.00078800436418950367 -0.00068379266727579692 -0.0012507782125028778 0.00069705983538871804 4.2410446229218238e-05 0.00051537549348925108
leaf_weight=0.0018006726863482028 0.002662501867665589 0.0011858988550730301 0.0013348676626733216 0.001003872783883252 0.0012311807880085448 0.001036729952453185 0.0010712335955229682 0.0023972017427240635 0.0010492782143103332 0.0011897447128497163 0.001865775416324488 0.0010001749072330304 0.0013026504406834496 0.0032858719297337259 0.0023422960522741501 0.0027837589355312877 0.0023999715464385609 0.0015127188127777016 0.0021484370220550266 0.0028509080489946817 0.0010415999057906663 0.0011136231114505799 0.018479989492502624 0.0012688714493371825 0.0022835781489956046 0.0021302804211691404 0.0033485790937766218 0.0035825222552845482 0.0010470063062797408 0.011447202228952236
leaf_count=180 126 109 350 6 128 18 62 32 22 25 143 42 59 30 398 33 85 129 12 67 34 3 850 29 37 78 241 179 19 384
internal_value=0 1.23558e-06 2.90351e-05 6.7497e-06 3.00704e-05 5.31119e-05 7.45392e-05 9.60274e-05 0.000118449 8.34806e-05 0.000104798 6.60769e-05 8.78477e-05 0.000112605 -0.000517872 0.000160981 -8.43061e-05 7.68695e-05 0.00030387 0.000231303 0.000188073 1.31072e-05 0.000150718 0.000122741 1.48507e-05 -0.000118846 -0.000347383 0.000182146 -0.00101395 0.000215505
internal_weight=0 0.0805365 0.0787358 0.0775499 0.0762151 0.0749839 0.0739471 0.0729433 0.071872 0.0694748 0.0684256 0.0665598 0.0655596 0.064257 0.00457905 0.0596779 0.0219676 0.0195676 0.0377103 0.0349265 0.0180549 0.0147691 0.0320756 0.0137275 0.0126138 0.011345 0.00906138 0.0057128 0.0033893 0.0299272
internal_count=3910 3784 3604 3495 3145 3017 2999 2993 2931 2899 2877 2734 2692 2633 442 2191 845 760 1346 1313 631 601 1246 567 564 535 498 257 417 1234
is_linear=0
shrinkage=0.00148603


Tree=1182
num_leaves=22
num_cat=0
split_feature=51 1 47 50 4 158 156 16 133 52 160 3 43 0 13 16 160 12 15 42 2
split_gain=0.000112165 0.000216538 0.000167477 0.000207629 0.000140567 0.000198674 0.000163786 0.000146962 0.000292656 0.000192609 0.000183233 0.000172144 0.000139198 0.00020816 0.00013704 0.000163177 0.000209191 0.000206035 0.000173276 0.00013605 5.89002e-05
threshold=-0.40274499999999996 0.14000500000000002 0.11771000000000002 0.10119500000000002 0.28937500000000005 0.084965000000000027 0.091280000000000014 -0.014099999999999998 0.098810000000000023 -0.16806499999999999 -1.0000000180025095e-35 0.094625000000000015 -0.083094999999999988 -0.060094999999999989 -0.15610499999999997 -0.083144999999999983 0.086110000000000006 0.090480000000000019 -0.10071499999999999 1.0000000180025095e-35 0.087805000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 10 9 -9 -2 12 13 -11 -12 16 17 19 -17 20 -16
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 11 14 -13 -14 -15 15 18 -18 -19 -20 -21 -22
leaf_value=-0.0013094476326975409 -0.0016442999345016426 0.001598398759135975 -0.0015754233577039047 -0.0016579993068139909 0.0011092616055333182 -0.0017052420393011494 -0.0014569391175015814 -0.00058473580983948341 -0.0011862351875819605 0.00025882572796421372 -0.0013273991697258423 0.0026888583084272474 3.8698883085830448e-05 0.0027031149042874673 0.00020756597366620647 0.00059947692091975088 -0.00062646686230151058 -0.00032157064198725744 -0.0015302386504275338 0.0024736049560546091 0.0015449503451992739
leaf_weight=0.0010127394448086182 0.0010931744582653299 0.001321842964472352 0.0010796861762577539 0.0011021955459856242 0.0019931931005103256 0.0010130453244019321 0.0010114324672922939 0.0010229716030706326 0.0011711627829370519 0.0010267234091200228 0.0010000787160802061 0.0010988595891987529 0.0016482078952963835 0.0011733042848105502 0.0010657828621171723 0.0010250156621989248 0.00174953977060055 0.0013746456263162427 0.0014493470845400366 0.0013520548647955044 0.0010061148996280689
leaf_count=145 206 157 114 418 269 283 257 163 114 198 63 30 267 62 181 31 57 168 487 193 47
internal_value=0 3.5544e-05 -4.89262e-05 2.15768e-05 0.000104686 5.95932e-06 9.59265e-05 0.000181955 0.00062571 0.000981164 -0.000103132 0.00130496 0.000909794 0.0015624 6.49649e-05 0.000219298 0.000547025 0.000974873 -0.000647995 0.00149537 0.000857001
internal_weight=0 0.0257784 0.0244565 0.0233768 0.0222747 0.0202815 0.0192684 0.018257 0.00714123 0.00597007 0.0111158 0.0049471 0.00384824 0.00220003 0.0100226 0.0090225 0.00654814 0.0047986 0.00247436 0.00342395 0.0020719
internal_count=3910 3765 3608 3494 3076 2807 2524 2267 834 720 1433 557 527 260 1227 1164 646 589 518 421 228
is_linear=0
shrinkage=0.00396435


Tree=1183
num_leaves=20
num_cat=0
split_feature=403 0 403 42 12 150 151 41 43 16 3 16 474 457 14 1 47 0 0
split_gain=0.000105616 0.00019379 0.000155449 0.000187338 0.000411594 0.000214174 0.000297578 0.000192429 0.000182284 0.000259906 0.000229246 0.000257063 0.000211346 0.000175375 0.000162447 0.000243775 0.000210142 0.000124746 0.000194776
threshold=0.10150000000000002 0.18055000000000002 0.03138500000000001 -1.0000000180025095e-35 0.051320000000000005 0.083205000000000015 0.056555000000000001 0.075585000000000013 -0.053009999999999995 0.15737500000000001 -0.075954999999999981 -0.08286499999999998 0.080165000000000014 0.079020000000000021 -0.13131999999999996 0.10373000000000002 0.096475000000000019 -0.10209999999999998 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 13 8 10 12 11 -5 14 -7 -10 17 -17 -16 -19
right_child=-2 -3 -4 5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 -20
leaf_value=0.000378456473079849 -0.0011582728326535933 0.001581221749664778 0.00099793050536412832 0.0011366048962930385 -0.002669780247699823 0.00024289132971256049 -0.00081220202520848974 -0.0017112363151495465 -0.0016525179968051456 -0.0017966591716291052 0.0016175451117512076 -0.0012816780861437281 0.0013558406927967992 0.0020095945854254858 -0.0013133640861033866 0.0020897644281054712 -0.0002663206263962972 0.0011027535097949568 -0.0011352684195929492
leaf_weight=0.0012843242448233863 0.0010773306558241177 0.0010841923793753474 0.0018828215713041488 0.0011402574441572166 0.0011918503513168657 0.0012993833063852369 0.0012848184598913681 0.0011061658396971938 0.0011290097297179122 0.0015062592368000208 0.0017026556459269699 0.0013277204186577241 0.0011775515243357404 0.0019773892735193144 0.0019908019654065728 0.0010640565580140593 0.0010492167065958569 0.0010831140724810711 0.0010876483155582871
leaf_count=119 265 41 199 125 713 175 98 140 50 200 348 475 73 157 84 110 64 56 418
internal_value=0 3.59696e-05 -3.30173e-05 -0.000119665 -0.00108874 7.61135e-07 0.000711556 -0.000210268 -9.38226e-05 -0.000365415 0.000563088 -0.000164381 -0.000114195 0.00130902 -0.000347998 -0.00011328 0.000919994 -0.000637984 -1.85948e-05
internal_weight=0 0.0253692 0.024285 0.0224022 0.00247617 0.019926 0.00456159 0.0153645 0.0142583 0.0100877 0.00417063 0.00246798 0.0085814 0.00327677 0.00740385 0.00627484 0.00211327 0.00416156 0.00217076
internal_count=3910 3645 3604 3405 832 2573 430 2143 2003 1055 948 600 855 332 782 732 174 558 474
is_linear=0
shrinkage=0.0037357


Tree=1184
num_leaves=21
num_cat=0
split_feature=13 40 47 403 42 133 403 160 474 483 48 4 151 49 13 47 49 15 3 1
split_gain=0.000112086 0.000171131 0.000274704 0.000216154 0.000218025 0.000164166 0.000240169 0.00027189 0.000495577 0.000254069 0.000242342 0.000310242 0.000212429 0.00024711 0.000211524 0.000162246 0.000242387 0.000160739 0.000292217 6.96237e-05
threshold=-0.45122499999999993 0.053870000000000008 0.13177500000000003 0.09389500000000002 0.11118500000000002 -0.090054999999999982 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 0.11930500000000001 0.25367000000000006 0.087190000000000017 -0.088729999999999989 -0.082014999999999991 0.094695000000000015 -0.047309999999999998 -0.07142999999999998 -0.078669999999999976 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -7 11 12 13 -9 -15 16 -16 -18 -19 -13
right_child=1 -3 -4 -5 -6 6 -8 10 -10 -11 -12 19 -14 14 15 -17 17 18 -20 -21
leaf_value=0.00097957878573496976 -0.0016833741656922948 0.0014733608129296886 -0.0022381710310533831 -0.0018069170970336677 0.0019026863887087664 -0.00300550409673609 0.0019649507812276434 -0.0020070154481851279 0.0009423879694566567 -0.00044370423429169212 -0.0017058782304065726 0.0010764171242246623 0.001726102566161533 0.0014072051776215235 0.00081468541742990759 0.0012873318641167674 -0.0022559919621646086 -0.0018005964250290812 0.00094784520161909718 0.0025858669533105187
leaf_weight=0.0018019484307065228 0.0010121854117927992 0.0011400886922637845 0.0010370349351092037 0.0011502175030461406 0.001006258850541209 0.0017156400662171325 0.0010232506574636693 0.0010701559574766159 0.0014634740789459671 0.0010688866423398669 0.0010538699944291361 0.0010726329393835341 0.0011645758030125472 0.0016770183496777873 0.0016573529402434976 0.001010930487506001 0.0012948616961409136 0.001371143508513608 0.0012654095627714973 0.0010086676819193729
leaf_count=112 333 76 74 276 277 476 62 72 226 248 53 93 54 339 78 76 142 526 171 146
internal_value=0 -8.66084e-05 -0.000163521 -6.61099e-05 2.95281e-05 -6.50467e-05 2.15406e-05 -8.95876e-05 -0.00100082 -0.00202211 0.000194065 0.000353069 6.49986e-05 -0.000141967 9.91784e-05 -0.000233198 -0.000508241 -0.00106594 -0.000481486 0.00180795
internal_weight=0 0.0242637 0.0231236 0.0220865 0.0209363 0.0199301 0.0189179 0.0178946 0.004248 0.00278453 0.0136466 0.0125927 0.0105114 0.00934687 0.00827672 0.0065997 0.00558877 0.00393141 0.00263655 0.0020813
internal_count=3910 3798 3722 3648 3372 3095 2762 2700 950 724 1750 1697 1458 1404 1332 993 917 839 697 239
is_linear=0
shrinkage=0.00412451


Tree=1185
num_leaves=31
num_cat=0
split_feature=453 4 11 1456 1213 38 124 483 14 133 4 16 150 160 47 2 42 43 4 13 4 16 12 1186 1 15 4 43 1 151
split_gain=0.000561673 0.000632502 0.000948923 0.000532288 0.000490234 0.000502862 0.000567653 0.000653619 0.000487257 0.000462762 0.000415632 0.000518013 0.000406518 0.000619079 0.000399637 0.000426418 0.000553283 0.000473576 0.00145518 0.0005418 0.000574687 0.000505358 0.000831252 0.000566519 0.000424627 0.000676971 0.000589199 0.000491509 0.000378258 0.000457783
threshold=0.091855000000000006 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10777500000000002 -0.048219999999999992 0.086245000000000002 -0.46879999999999994 -0.26719999999999994 0.50657000000000008 -0.54165499999999989 -0.096549999999999983 -0.217635 0.09550500000000002 -0.048654999999999997 -0.11145999999999999 -0.50329499999999994 -0.51381999999999983 -0.09547499999999999 -0.23071499999999998 -0.0060199999999999993 0.085945000000000008 0.085080000000000003 0.094695000000000015 -0.073314999999999991 -0.084009999999999987 1.0000000180025095e-35 0.089605000000000018 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 9 -3 -8 11 -10 -11 -14 15 -15 -17 -18 -19 -20 -21 23 -23 24 26 -26 -22 28 29 -28
right_child=-2 8 -4 4 5 -7 7 -9 10 12 -12 -13 13 14 -16 16 17 18 19 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00074462427486868363 -0.0010296041326951842 -0.00033956352628395899 -0.0010998363412798137 -0.00071164887229868256 0.00064217283296618582 -0.00089801869940713919 -0.00082233807778364708 -0.001034636634021481 0.0011140579737374194 0.00090419702621565348 0.0013460592401243262 1.2467548978665543e-05 -0.00083284980770227299 -0.00083327851790295697 0.00045373987699992509 -0.00090406340768672616 0.00097254174871156329 -0.0013462708036806827 0.00052883412082137824 -0.0006738286757454969 0.00054638041133011858 0.0010286783904497091 -0.00020624563974628394 0.00090581970768413285 0.00092915642420357298 -0.00043621718095276192 0.00013930196597315529 -0.0012794996584539762 -0.00092369790268982091 -0.00088094283835702834
leaf_weight=0.0018368620461303711 0.0010159638986166888 0.0012623227422174921 0.0015725926479435151 0.001702223798058621 0.0027319350576098236 0.0010393953035716655 0.0010987400810416039 0.0010615274588308124 0.001162570989483136 0.001014853714536911 0.0010547066564193797 0.0023095750025430286 0.0014111908988024271 0.001027481633173003 0.0044179444758829503 0.0010551292049410512 0.0010571361704592155 0.0012764923271859482 0.0048643012863536219 0.0019184276318497803 0.0013133565762961505 0.0023760662881791529 0.0016895633070501681 0.0010577833949447788 0.0015206245199443913 0.0011594172023663427 0.0034327164442216592 0.001061887028242392 0.001294544628809291 0.0010375213460447341
leaf_count=362 46 56 160 548 171 32 165 225 68 20 172 126 233 48 134 80 15 19 113 69 135 90 190 33 35 39 318 111 66 31
internal_value=0 -1.88917e-05 -7.27315e-05 -3.55634e-05 -4.26985e-06 2.58949e-05 5.05951e-05 5.88423e-06 0.000399889 3.73659e-05 0.000606086 0.000381311 6.51591e-05 3.93338e-05 7.83326e-05 1.7228e-05 5.06908e-05 9.08902e-05 5.20601e-05 0.000130602 2.21522e-05 0.000105897 0.000515478 -3.42967e-05 -0.000126204 0.00033848 -0.000279197 -0.000438027 -0.000283026 -9.74921e-05
internal_weight=0 0.0508189 0.0450297 0.0434571 0.0416203 0.039918 0.0388786 0.0361467 0.00578918 0.0350852 0.00452685 0.00347215 0.0339864 0.0329716 0.0315604 0.0271424 0.026115 0.0250598 0.0240027 0.0227262 0.0178619 0.0159435 0.00406563 0.0118779 0.0108201 0.00268004 0.00814003 0.00682667 0.00576478 0.00447024
internal_count=3910 3864 3442 3282 2920 2372 2340 2169 422 1944 366 194 1779 1759 1526 1392 1344 1264 1249 1230 1117 1048 280 768 735 74 661 526 415 349
is_linear=0
shrinkage=0.00134594


Tree=1186
num_leaves=31
num_cat=0
split_feature=453 31 150 1456 2 2 52 1 15 15 2 0 48 16 40 3 15 40 47 16 0 3 12 4 13 13 12 403 48 43
split_gain=0.00121134 0.00143439 0.000836381 0.00107861 0.000836136 0.00102249 0.00126199 0.00113313 0.00148123 0.00111023 0.000941726 0.00108991 0.000894916 0.000825671 0.000655692 0.000633561 0.00062809 0.000626926 0.000601005 0.00152401 0.00100146 0.00092931 0.000622284 0.000553098 0.000511683 0.00111912 0.00102209 0.000692035 0.00051145 0.000473731
threshold=0.096095000000000014 -1.0000000180025095e-35 -0.096549999999999983 -1.0000000180025095e-35 0.086545000000000025 0.087005000000000013 0.28122000000000008 0.091655000000000014 0.035895000000000003 -0.0063699999999999989 0.085355000000000014 -0.13027499999999997 0.088875000000000023 -0.094359999999999986 -1.0000000180025095e-35 0.084925000000000014 -0.094924999999999995 -1.0000000180025095e-35 0.09550500000000002 -0.078844999999999985 -0.060094999999999989 -0.075954999999999981 0.086865000000000012 -0.12499499999999999 -0.52445999999999982 -0.41810499999999995 0.10058500000000002 0.097580000000000014 0.092930000000000013 0.098320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 10 -6 7 9 14 12 11 15 16 -14 -9 -5 -7 -13 19 22 -21 -20 -19 -10 -11 -26 27 29 -15 -27
right_child=-2 2 3 4 5 6 -8 8 23 24 -12 17 13 28 -16 -17 -18 18 21 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013463083081073045 -0.0012430778388821679 0.00067079760842308838 -0.0010062942342856846 -1.1709130106324502e-05 0.00095808267518204988 -0.00030556612985449831 -0.0013413790731594841 0.0013460237437881799 -0.001238292817756811 -0.00074954817404955195 -0.0011026919951649457 -0.0011560753336839708 -0.00099376595643988364 0.00086026028661065812 0.00044851800827540924 0.0012660379237055884 -0.0013460611795936784 -0.00051459399083271084 -0.00068828977264053686 -0.0013446986500691997 -0.00012125692148228633 0.00059592689791359459 0.00038967029884433361 8.5432251846916034e-05 0.0013463203063098195 0.00048210856708788129 -0.00093010436542955441 -0.00072057102341888384 -0.00023095529669304698 -0.00046729917257828691
leaf_weight=0.0014023019359341573 0.00145241931514306 0.0029569927017920597 0.0021160464044828178 0.0014019913646610141 0.0023064075970520284 0.0017911663274536851 0.0011695836524704397 0.0017450010590969187 0.0011855580584532177 0.0011046159988836726 0.0020657676966129293 0.0013464423210916001 0.0012106167747996111 0.0015607301044495703 0.0095167816080892198 0.0014100072553979714 0.0025432617416291095 0.0020784578999383761 0.0014756933824671137 0.0033455374958863415 0.0019006350785382188 0.0033114349582454841 0.0040945614498779648 0.0011045859355061092 0.0013884465224691675 0.0075620017266064855 0.001602488455019647 0.0012191725998258471 0.0015516952797784977 0.0010892320387756449
leaf_count=112 36 56 366 44 59 121 168 155 30 9 170 57 38 33 394 24 350 209 79 347 60 55 257 35 7 318 123 55 93 50
internal_value=0 -9.5205e-07 -2.9085e-05 -6.1322e-05 -2.91128e-05 8.83697e-05 3.46566e-05 7.91452e-05 0.000386924 -0.000105221 -0.000236791 -0.000148956 -0.000483919 -5.06143e-05 0.000587586 0.000628986 -0.000916085 -0.000273584 -0.000200266 -0.000368085 -0.000901458 0.000200051 8.52042e-05 -0.000599832 0.000129533 0.000205035 6.69166e-05 0.000228786 0.000316236 0.000362574
internal_weight=0 0.0685572 0.0671549 0.0641979 0.0620819 0.0396513 0.0373449 0.0361754 0.0135519 0.0226234 0.0224305 0.0203648 0.00865747 0.00432304 0.0112618 0.002812 0.00433443 0.0175528 0.0162063 0.0114192 0.00524617 0.00478713 0.00617302 0.00229014 0.013966 0.0128613 0.0114729 0.00987041 0.00311243 0.00865123
internal_count=3910 3874 3762 3706 3340 2038 1979 1811 614 1197 1302 1132 635 164 549 68 471 1064 1007 873 407 134 466 65 562 553 546 423 126 368
is_linear=0
shrinkage=0.00134594


Tree=1187
num_leaves=20
num_cat=0
split_feature=51 1 151 15 131 0 4 12 47 12 12 16 2 16 51 49 2 1 3
split_gain=0.000106711 0.000217128 0.000137785 0.000192002 0.000159198 0.000182269 0.000347913 0.000288932 0.000189741 0.000173794 0.000146062 0.000178464 0.000139812 0.000246809 0.000181782 0.000216076 0.000180908 0.000237811 0.000152369
threshold=-0.40274499999999996 0.13429500000000003 0.087190000000000017 0.10043500000000001 0.089325000000000015 -0.070894999999999986 -0.49837999999999999 0.090965000000000018 0.096300000000000011 -0.0089849999999999982 0.084575000000000025 0.15100500000000003 0.086650000000000019 -0.089864999999999987 0.08955500000000001 1.0000000180025095e-35 0.092865000000000017 0.078340000000000007 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 9 -2 -8 -12 13 -11 15 16 17 -14 -15
right_child=1 -3 -4 -5 -6 6 10 -9 -10 12 11 -13 14 18 -16 -17 -18 -19 -20
leaf_value=-0.0013044813573731765 -0.0011263552288382412 0.0014118735993877869 0.0011982677699915309 -0.0017286498696110614 -0.0013799700371810296 -0.00086405302541589242 0.0024620625171472591 -0.0017894518589749357 -0.0014955601809133647 -0.0016413641972396118 -0.00025847948423458043 0.0019753874399646701 0.00099806594758576075 -0.00076295105258342871 -0.00047780520389314828 -0.00044100871438497831 0.00032614676998433235 0.0036264963428083519 0.0011336764050288409
leaf_weight=0.0010082263604805899 0.0014743482146997175 0.0017486879993798823 0.0013330161891763606 0.0011783039672924869 0.0013790306877599487 0.0016409802009871299 0.0013047267904742242 0.0016445695429811577 0.0012360629412438437 0.0013286835838931923 0.0012638363179826029 0.0010883203907134931 0.0011080140724579468 0.0010817740817949785 0.0014372541398802452 0.0010282046196957717 0.0010895773090835448 0.0011439113831261949 0.00192511251824601
leaf_count=145 195 250 118 339 353 152 167 527 126 203 131 98 217 422 114 178 89 27 59
internal_value=0 3.68607e-05 -6.46548e-05 -0.00013997 -5.15638e-05 4.09787e-05 0.000682842 -0.000193579 1.06173e-05 0.000170878 0.00137699 0.000775109 0.000359448 -0.000189996 0.000769671 0.00117998 0.00167877 0.00233323 0.000451335
internal_weight=0 0.0254344 0.0236857 0.0223527 0.0211744 0.0197954 0.00529786 0.0144975 0.0128529 0.0116169 0.00365688 0.00235216 0.0101425 0.00433557 0.00580696 0.00436971 0.0033415 0.00225193 0.00300689
internal_count=3910 3765 3515 3397 3058 2705 548 2157 1630 1504 396 229 1309 684 625 511 333 244 481
is_linear=0
shrinkage=0.00404364


Tree=1188
num_leaves=31
num_cat=0
split_feature=158 1365 1213 1429 1 159 1 12 15 4 1 47 0 15 0 16 3 2 51 1 4 3 43 48 15 13 52 12 2 403
split_gain=0.00105718 0.000747212 0.000774924 0.000664908 0.000592343 0.00110473 0.000671703 0.000742744 0.000523498 0.000754371 0.000553618 0.00089353 0.000893502 0.000642286 0.0006895 0.000639833 0.000679303 0.000619171 0.000504356 0.000618929 0.000629588 0.000595851 0.000775956 0.000931893 0.000989132 0.000674054 0.000594215 0.00041121 0.000381086 0.000845735
threshold=0.11034000000000001 1.0000000180025095e-35 -0.082704999999999987 -1.0000000180025095e-35 0.094485000000000013 0.073745000000000019 0.092730000000000021 -0.0089849999999999982 0.035895000000000003 -0.06272999999999998 0.11052000000000002 0.09252500000000001 -0.084074999999999997 -0.017214999999999998 -0.19631499999999999 -0.062279999999999995 0.10666500000000002 0.12238000000000002 0.08955500000000001 1.0000000180025095e-35 0.05309500000000001 0.097615000000000021 -0.50992999999999988 0.086065000000000016 0.083935000000000023 -0.098524999999999988 0.090300000000000005 0.098355000000000012 1.0000000180025095e-35 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 8 7 -5 10 -10 11 12 -6 14 -12 17 -17 -16 19 21 28 22 -9 24 25 -24 -26 -11 29 -21
right_child=-2 -3 3 4 5 -7 -8 18 9 27 13 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0011211706431631654 -0.0012919285890752872 -0.00098095772059933776 -0.0010032654141429471 -0.0006671804632963444 0.0012424221400396955 0.0012250893435480264 -0.00094851070694446712 0.00084126849234191046 -0.0012220402172252115 -0.00047571619676606432 -0.00092217683981219508 -0.00029905605986229927 -5.2699095833841478e-05 0.00097528984663746083 2.2925615527833217e-05 0.00020314189423593928 -0.0010984096069645041 0.0011616722578765156 -0.00058588720913191502 -0.001121261242296074 0.0011413185029271644 0.00048934518314844777 -8.9945299156505253e-05 0.0004927009255947264 0.00031999745104974088 -0.0010925400572805841 -0.00083964229459432109 0.00069516999296809657 0.00042596123385598713 0.00060751109478465433
leaf_weight=0.0010630750565182026 0.0011860815655866377 0.0013942487279443574 0.0010859085405037208 0.002838877428817276 0.0032411894680741682 0.0018694382496886588 0.0014513663502810905 0.0012732209299528537 0.0011565943333886608 0.0010620595406098934 0.0015014445415282296 0.0016427687174322969 0.0013741183549882416 0.00115147111129943 0.0022237628972284762 0.0016256781604502279 0.0013132559630104623 0.0014156310658899329 0.0020560733924859234 0.001034976584944225 0.0016755068097413783 0.0031295192220568415 0.0017168912822640419 0.002408502192667473 0.0033633050913393081 0.0041537311038302768 0.0010505047788205157 0.0011125505542892711 0.0049048213711815336 0.0010157608268031026
leaf_count=328 167 74 181 128 98 211 77 16 88 35 30 68 117 23 121 59 33 96 224 234 23 22 32 145 269 550 272 39 131 19
internal_value=0 -7.91117e-06 1.67951e-05 3.92606e-05 6.07166e-05 0.000238274 -5.38235e-05 -1.14183e-05 0.000140254 -0.000343789 0.000244354 0.000553402 0.000856825 3.48438e-05 -9.91818e-05 8.86594e-05 -0.000378453 0.000465869 5.55881e-05 0.000106855 0.000400664 -4.14804e-05 -0.000160427 -0.000260907 -0.000437393 -0.000799326 4.39985e-05 0.00012332 0.00022225 -0.000264975
internal_weight=0 0.0563063 0.054912 0.0538489 0.052763 0.02069 0.0320731 0.0306217 0.0188205 0.0033312 0.0154893 0.00625808 0.00461531 0.00923124 0.00807977 0.00657833 0.00293893 0.00363939 0.0277828 0.0257267 0.00863107 0.0170957 0.0139662 0.0126929 0.0102844 0.00587062 0.00441381 0.00217461 0.00695556 0.00205074
internal_count=3910 3743 3669 3341 3160 1018 2142 2065 807 162 645 283 215 362 339 309 92 217 1937 1713 407 1306 1284 1268 1123 582 541 74 384 253
is_linear=0
shrinkage=0.00134594


Tree=1189
num_leaves=20
num_cat=0
split_feature=4 11 1 49 52 13 1 0 2 403 0 15 1 15 15 16 49 1 4
split_gain=9.82603e-05 0.000222075 0.0001537 0.000140486 0.000228342 0.000221646 0.000218501 0.000174822 0.000148923 0.000141566 0.000295991 0.00020775 0.000204102 0.000243455 0.000205305 0.000203127 0.000200846 0.000102964 6.55366e-05
threshold=0.27608500000000008 0.077165000000000025 0.11235500000000002 0.10960000000000002 0.11401500000000002 -0.094679999999999986 0.13148500000000005 -0.084304999999999977 0.091525000000000009 0.088825000000000015 0.076335000000000014 0.088495000000000018 0.094485000000000013 -0.0058549999999999991 -0.089594999999999994 -0.070594999999999977 -0.0090499999999999973 1.0000000180025095e-35 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 7 9 8 -1 10 11 12 13 14 16 -14 -7 -15 -6
right_child=2 -3 -4 -5 18 6 -8 -9 -10 -11 -12 -13 15 17 -16 -17 -18 -19 -20
leaf_value=-0.001012955965150187 -0.00028757989690893931 -0.0020452587257904094 0.0016776120129234626 0.0013040841537324305 -0.0023179810905600336 0.0006203353230214096 -0.0021234992423550345 0.0021555728433918448 0.0013190840071627818 -0.0014975871258533667 0.0019394621446430812 -0.0018031197690266678 -0.00041228472886503962 -0.00022968438893645668 -0.0026043516589656455 0.0019942703201912045 -0.0016398887546946316 0.0016242046559999347 -0.00073328164715458883
leaf_weight=0.0010495867549313864 0.0015444801213780881 0.0011308267579116507 0.0016308604202613375 0.001496188356978719 0.0010266007520047171 0.0017253487093163433 0.0010912175188053661 0.0015613119161779166 0.0011371250532747901 0.0012232991209875929 0.0015212241523185907 0.0013483704196107235 0.0011501345509554728 0.001099678970805794 0.0011568604494979831 0.0017825134209786819 0.0014356860530460513 0.001306605071369038 0.0010544057792031825
leaf_count=103 118 212 323 247 380 78 49 59 71 223 65 456 67 383 416 182 227 149 102
internal_value=0 -0.000115423 0.000721746 -1.69705e-05 -0.000112595 4.44075e-05 -0.000200581 0.00101448 0.000199742 -4.79726e-05 9.35931e-05 -0.000161557 6.7652e-05 -0.000360985 -0.000995147 0.00105046 -0.000406218 0.000776972 -0.00151504
internal_weight=0 0.023297 0.00317534 0.0221662 0.02067 0.018589 0.0148409 0.00374802 0.00218671 0.0137497 0.0125264 0.0110052 0.00965683 0.00672418 0.0043179 0.00293265 0.00316103 0.00240628 0.00208101
internal_count=3910 3469 441 3257 3010 2528 2295 233 174 2246 2023 1958 1502 1253 721 249 305 532 482
is_linear=0
shrinkage=0.0044645


Tree=1190
num_leaves=31
num_cat=0
split_feature=453 1429 4 480 133 38 3 1374 2 41 401 159 4 2 3 43 403 376 1 42 0 12 4 456 49 42 0 43 13 51
split_gain=0.000696914 0.000660919 0.000735675 0.000907532 0.000654384 0.000558752 0.00105259 0.000714944 0.00076068 0.00074035 0.000580866 0.000587571 0.000552601 0.000656446 0.00053015 0.000511459 0.000636265 0.000481489 0.000531889 0.00047139 0.000449808 0.000783845 0.000618655 0.00041269 0.000406095 0.000716104 0.000403379 0.000384508 0.000293656 0.000257354
threshold=0.093320000000000014 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.12641000000000005 0.31335500000000011 0.086000000000000007 0.10910500000000002 0.078535000000000008 0.083100000000000021 0.10276500000000001 -0.49269499999999994 0.097575000000000009 -0.12008499999999998 0.18078000000000002 -1.0000000180025095e-35 0.084595000000000017 0.13084000000000004 0.09901500000000002 0.076335000000000014 0.092365000000000017 -0.029114999999999999 1.0000000180025095e-35 -0.085974999999999982 0.084685000000000024 -0.23029999999999998 -0.11267999999999999 -0.003375 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 10 11 12 13 -6 28 16 -16 18 19 23 21 22 -10 24 25 -18 -24 -26 -14 -29
right_child=-2 2 -4 -5 5 -7 -8 -9 20 -11 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 26 -25 27 -27 -28 29 -30 -31
leaf_value=-0.0010916352929038712 -0.0011681298409092688 -0.00088653719878848433 0.0011267656040341997 -0.001179060738692212 0.0001449540115260976 -0.00092923424152828698 0.0013729260959062311 -0.0010193430888605086 -0.00032446791039003934 -0.0009268092451221717 -0.00078959294527341389 -0.00095304300445651457 0.0012521366499825949 -0.0013731091052487565 -0.00098932246140652513 0.00097994387292927362 -0.0010299024828130626 -0.00072366354058213682 0.00085124884854995803 -0.00075684556995882842 0.0012055519403051315 -0.00058329801062612248 0.00020243625750155565 -0.00068683866310378179 0.00094842400824795127 0.00041385839081284841 0.001123602848595458 0.00026152184945906951 0.00033169293193714775 -0.00027272827261462735
leaf_weight=0.0010526337099403529 0.0010071307783334751 0.0014781231263967234 0.0010830251946609684 0.0012351022730551628 0.0011262192892615873 0.0010918443174858785 0.0011301692126361998 0.0011881302301328658 0.0011663197671580861 0.0016391691041652825 0.0015988511071246261 0.0010474592746961822 0.0011413328062559458 0.0010259516746202735 0.0010788408386568906 0.0011459573048759877 0.001337020235295582 0.0013013969876645151 0.0017991794906671013 0.0012142209906746406 0.0012387487652016915 0.0014617534099596319 0.0013543896710395131 0.001114545601893723 0.0013774850152703513 0.0012555368387268118 0.0026470579418287343 0.012629041905823611 0.0015277111244427098 0.0019636294329642432
leaf_count=181 43 223 178 229 41 21 86 89 37 110 253 163 27 33 638 18 48 48 29 62 38 190 29 132 49 36 139 578 65 97
internal_value=0 -1.49876e-05 7.49966e-06 -1.70809e-05 1.27686e-05 4.12928e-05 6.4577e-05 3.12588e-05 6.0159e-05 -2.58283e-05 1.80158e-05 5.82597e-05 9.23887e-05 -0.000578715 0.00014239 8.30467e-05 4.20508e-05 8.84281e-05 0.000135005 7.33216e-05 0.000446188 0.000304298 0.000555363 0.000124549 0.000173266 -0.000330711 0.000811811 0.00025508 0.000725292 0.000189632
internal_weight=0 0.0514508 0.0503982 0.0493152 0.0480801 0.046602 0.0455101 0.0443799 0.0431918 0.0353235 0.0336844 0.0320855 0.0310381 0.00215217 0.0288859 0.0262169 0.0250709 0.0239921 0.0226907 0.0208915 0.00786827 0.00662952 0.00516777 0.0196773 0.0185627 0.00259256 0.00400145 0.0159702 0.00266904 0.0145927
internal_count=3910 3867 3686 3508 3279 3056 3035 2949 2860 2427 2317 2064 1901 74 1827 1735 1717 1079 1031 1002 433 395 205 940 808 84 168 724 92 675
is_linear=0
shrinkage=0.00137286


Tree=1191
num_leaves=31
num_cat=0
split_feature=52 133 160 1 15 15 49 49 484 50 47 14 484 3 2 1 3 49 1186 43 16 48 47 43 48 15 15 16 1 1
split_gain=0.000480336 0.000439579 0.000457418 0.000500783 0.000523285 0.000672228 0.000546535 0.000506932 0.000440904 0.00048822 0.00051048 0.000508264 0.000389467 0.000377778 0.000543738 0.000634945 0.000395464 0.000523349 0.000386954 0.000456072 0.00037669 0.000559256 0.000335757 0.000468642 0.000320312 0.000395929 0.000300662 0.000240515 0.000318137 0.000441218
threshold=-0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.095575000000000007 0.035895000000000003 -0.017214999999999998 0.24887500000000004 -0.14750499999999997 -1.0000000180025095e-35 0.041865000000000006 0.13206500000000002 -0.24487499999999998 -0.0043499999999999988 -0.11266 0.106285 0.076710000000000014 0.084925000000000014 -0.076864999999999975 0.085080000000000003 -0.077544999999999989 0.26760500000000004 0.084905000000000022 0.096300000000000011 -0.074254999999999988 0.086870000000000017 -1.0000000180025095e-35 -0.099824999999999983 -0.088504999999999986 0.092550000000000007 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 12 5 6 8 -6 -5 10 11 -10 -4 14 15 -14 18 -18 19 24 21 -19 26 -24 25 -15 -13 -21 29 -29
right_child=1 2 3 4 7 -7 -8 -9 9 -11 -12 22 13 16 -16 -17 17 20 -20 27 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00092982188033112316 -0.00087131187994347447 -0.00086165663058949276 -0.00090494990771640741 -0.00051659481922374634 0.00018111955910684864 0.00081837137593442164 -0.00080646713534187253 -0.00082654012367396968 -0.00047757070964074788 0.00092979296588225941 -0.00064858177854974818 0.0011856355348025735 -0.00049964470295843098 -0.00080650737417064567 0.00087283976148546348 0.00059727520909490402 -0.00076830359928649035 0.00092862256213923722 0.00025564862124742268 -0.001015568710953212 -0.00036989047085885001 -5.1713916484012946e-05 0.0006291992642304164 -0.00036051347229750679 0.00026858517073990963 -5.5945556605565756e-05 0.00037015018083711045 -0.00073951696004848273 -0.0011110557188973853 0.0001576293801363217
leaf_weight=0.0013231285192805134 0.0013443046682661821 0.001352114731444253 0.0012782730593162281 0.0014866368946577788 0.0012220028706906305 0.0017961064341700536 0.0010848785316568419 0.0018886649963381066 0.0012848640269778082 0.0011838731460542826 0.001182921326289943 0.001042681601745035 0.002316685594315966 0.0018793224778648199 0.0010472359475546256 0.001185534030101465 0.0011767580081709639 0.0014669436537531047 0.0011988239192684 0.0022221296567135852 0.0015438671296124085 0.0021067853895999633 0.0012684689820305906 0.0016178552051115958 0.001485789600660592 0.0023511884723614856 0.001889382675932522 0.0018147910913180005 0.0010369929531779398 0.0014782542695748191
leaf_count=275 229 290 441 80 50 81 47 94 83 49 27 177 66 242 17 58 23 28 63 258 35 25 33 47 82 178 177 497 59 99
internal_value=0 -0.000184648 -0.000163616 -0.000141428 2.11009e-05 0.000122662 1.88905e-05 -0.000430688 0.000100613 0.000197505 9.28803e-05 0.000216358 -0.000249074 -0.000214588 0.000102131 -0.000128327 -0.000287502 -3.5251e-05 -0.000405399 -0.000469993 0.00013331 0.000350694 0.000369597 7.44411e-05 -0.000218352 -0.000389368 0.000660148 -0.000689533 -0.000522215 -0.000336786
internal_weight=0 0.0452341 0.0438898 0.0425377 0.0169483 0.0138377 0.0120416 0.00311067 0.0109567 0.00947005 0.00828617 0.00710325 0.0255894 0.0243111 0.00454946 0.00350222 0.0197616 0.00629435 0.0134673 0.0122685 0.0051176 0.00357373 0.00581839 0.00288632 0.0057163 0.00423051 0.00293206 0.00655217 0.00433004 0.00329305
internal_count=3910 3635 3406 3116 945 801 720 144 673 593 544 517 2171 1730 141 124 1589 111 1478 1415 88 53 434 80 502 420 354 913 655 596
is_linear=0
shrinkage=0.00121906


Tree=1192
num_leaves=31
num_cat=0
split_feature=31 1429 14 4 480 11 3 4 0 16 16 48 13 16 1 15 403 48 150 0 0 48 1 3 159 403 47 49 13 0
split_gain=0.000907627 0.000640061 0.000426621 0.000381481 0.000560525 0.00043858 0.000467056 0.000793308 0.000438165 0.000640368 0.000769824 0.000734734 0.00051488 0.000501266 0.000547034 0.000499187 0.000489933 0.000441374 0.000467927 0.000454318 0.000594242 0.000415946 0.000411556 0.000390075 0.000503526 0.000410268 0.000344985 0.000326569 0.000243247 0.000199878
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.50657000000000008 0.08456000000000001 0.088315000000000018 -0.15002999999999997 -0.48072499999999996 -0.10575999999999998 -0.27337499999999998 -0.50763499999999995 0.084500000000000006 -0.45122499999999993 -0.094359999999999986 0.090740000000000015 -0.13823999999999997 -1.0000000180025095e-35 0.092755000000000018 0.088135000000000005 -0.089879999999999974 -0.10071499999999999 0.10690000000000001 0.077800000000000022 0.10856000000000002 0.090705000000000022 0.09389500000000002 0.086785000000000015 -0.067014999999999977 -0.073069999999999982 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 15 22 -10 27 -15 -8 -14 18 19 20 -18 -16 -11 24 25 29 -24 -13 -19 -21
right_child=1 2 -4 -5 -6 -7 8 -9 12 11 -12 13 16 14 21 -17 17 28 -20 23 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011901712316435182 -0.0011091679259009977 -0.00042290709309806472 -0.00084944617399114529 0.00072101614474777691 -0.001020175015411012 -0.00069883065129337947 0.00092317990993206177 0.0010050219871489067 0.00054474863391353262 -2.3797644200153212e-05 -0.0009855084894308426 7.1534692443840747e-05 -0.0010121205836336894 -0.00046601529663899474 0.0011573715395003358 -0.00029157665059120123 -0.00015483251256738359 0.00079932689219183294 -0.0010617988253988991 0.00080137165612671735 -0.0013729288656352723 4.9233911758979617e-05 0.00118398233043261 -0.00077099625505630239 -0.00088303164514913696 -0.00060186879833272347 0.00026573770812653619 -0.0009634660653831832 -6.723071344209203e-05 0.00015685294328497552
leaf_weight=0.0011207422579490025 0.0010707945507402164 0.0011155099972768312 0.0011826748124093003 0.0012921726728534191 0.0010638653014902596 0.0016799166790733002 0.0010379507669853183 0.0021401995185792366 0.0018448326154461006 0.0010905523464472752 0.0017864140077596966 0.0010526597379794111 0.0013490568549329443 0.0011570163430687499 0.0014496980392593173 0.0016529423122175757 0.0019109154464622691 0.0012866250536118784 0.0012005241268264735 0.0010294177421404311 0.001247692660876089 0.0011407965992873415 0.0028009003020432743 0.0012735803667922605 0.001027564994554254 0.0012706424975263983 0.0010641207721278079 0.0012651139548367505 0.0011618509216542163 0.0076180995623890439
leaf_count=113 179 24 123 167 247 80 40 78 32 28 89 9 789 19 66 84 35 105 144 86 182 22 67 36 159 174 19 36 81 597
internal_value=0 -5.98475e-05 -3.55235e-05 -1.41373e-05 -3.5866e-05 -1.1316e-05 1.68714e-05 0.000515768 -2.61908e-05 0.000150985 -0.00028684 0.000328855 -0.000149764 8.44563e-06 0.00031883 0.000176988 -0.000212645 -0.000155961 -0.000236317 -0.000171873 -0.000635997 0.000669372 0.000721015 -5.19007e-05 3.1769e-05 0.000126546 0.00093117 -0.000493401 0.000388128 0.000233578
internal_weight=0 0.0472641 0.0461933 0.0450106 0.0437185 0.0426546 0.0409747 0.00325571 0.037719 0.0154982 0.00447731 0.0110209 0.0222208 0.00606528 0.00374751 0.00269089 0.020376 0.0190269 0.0165784 0.0153779 0.00315861 0.00259049 0.00495557 0.0122193 0.0109457 0.00991816 0.00386502 0.00231777 0.00244848 0.00864752
internal_count=3910 3797 3618 3495 3328 3081 3001 102 2899 479 213 266 2420 152 107 124 2388 1599 1413 1269 217 88 114 1052 1016 857 86 45 186 683
is_linear=0
shrinkage=0.00137286


Tree=1193
num_leaves=31
num_cat=0
split_feature=31 151 1429 4 151 456 1348 1374 375 1456 480 133 4 11 40 39 42 43 4 160 1 13 15 4 11 1186 1 133 4 403
split_gain=0.000964091 0.000898062 0.000777936 0.000842349 0.000776361 0.000786851 0.000878247 0.000722841 0.000721544 0.000711519 0.000678129 0.000687015 0.000758903 0.000863221 0.000775858 0.00102694 0.000943433 0.000755527 0.00120596 0.000812999 0.000724295 0.00106609 0.000970076 0.000788428 0.000674054 0.000625363 0.000614866 0.000557722 0.0006547 0.000502913
threshold=-1.0000000180025095e-35 -0.52174999999999983 -1.0000000180025095e-35 0.51060500000000009 -0.14171999999999998 0.086300000000000016 0.084895000000000012 0.089520000000000016 0.083605000000000013 -1.0000000180025095e-35 0.086640000000000009 -0.26719999999999994 0.27608500000000008 0.080320000000000016 0.10989500000000001 0.16168500000000002 -0.11403999999999999 -0.50749999999999995 -0.51381999999999983 -0.23073999999999997 0.10031000000000002 -0.079119999999999982 0.041585000000000004 -0.14963999999999997 0.088315000000000018 0.085080000000000003 0.11215000000000001 0.065880000000000008 -0.23071499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 -6 11 -11 13 14 15 16 -13 -18 -19 -20 23 -22 26 27 -14 29 -23 28 -21 -25
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 -12 12 24 -15 -16 -17 17 18 19 20 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012543335777662761 -0.0013988357330115683 -0.0011464170090574948 0.00074226020288127754 0.0011971740893472443 -0.001004690316858617 -0.0009740005485622446 0.0011983871882352551 -0.0012585129163194422 -0.0012203379787281855 -0.00086887006797597087 -0.001103374774940726 -0.0010404079635738326 0.0012430749063819741 -0.0011543086254112297 -0.00093571295657741678 0.0014573489798344733 0.0010763774807255528 -0.0014271410031229152 -0.0011484893421658928 -0.00034376106202513236 0.001456891622691986 0.0010936556432748271 -0.00096772950642638517 -0.00089551745199381095 -0.00018163561613828973 0.00088622239260429834 3.3923718819635095e-05 0.001219645421819368 0.0011011060534413452 -8.2523965262133186e-05
leaf_weight=0.0012046862917705061 0.0010479255612558793 0.0013163318912234869 0.0025812329133652048 0.0011941464591140863 0.0015105772963462374 0.001992699467173952 0.0011854420634769261 0.0010635720737388601 0.0010855635410678124 0.0017138860736043418 0.0011332849424339755 0.0015971810451816384 0.0020829309702694579 0.0012889395384569893 0.0016090609774863643 0.0011426901885442922 0.0016191516270680486 0.001122715490449607 0.001061064749755535 0.0018424694915779583 0.0019858834962462879 0.0021372544952846795 0.0011658073056466378 0.0017741562898000432 0.0010653577875245901 0.0013039143534889766 0.0025469802048974088 0.0017559560840254562 0.0010421471454762172 0.018003347052503425
leaf_count=113 65 179 100 140 306 181 59 58 39 205 200 123 128 99 23 14 17 25 146 40 68 69 28 651 25 46 46 21 20 676
internal_value=0 -6.15878e-05 -3.85863e-05 -1.41217e-05 -3.88843e-05 -7.49982e-05 -4.17244e-05 -6.96441e-05 -4.51347e-05 -1.98745e-05 1.04891e-05 3.6864e-05 7.05027e-05 1.99484e-05 5.62359e-05 9.60384e-05 5.61093e-05 0.000102986 5.88895e-05 0.000107082 0.000146782 0.00053457 0.000221475 2.86468e-05 0.000760963 -9.10251e-05 0.000517443 0.000572298 0.000178237 -0.000155454
internal_weight=0 0.0619717 0.0609237 0.0596074 0.0584133 0.055832 0.0538393 0.0526539 0.0515903 0.0505048 0.0489942 0.0478609 0.046147 0.0429987 0.0417098 0.0401007 0.038958 0.0373608 0.0357417 0.034619 0.0335579 0.00783593 0.00585004 0.025722 0.00314829 0.0210814 0.00468423 0.00464057 0.00288462 0.0197775
internal_count=3910 3797 3732 3553 3413 3313 3132 3073 3015 2976 2670 2470 2265 2112 2013 1990 1976 1853 1836 1811 1665 211 143 1454 153 1373 115 81 60 1327
is_linear=0
shrinkage=0.00145689


Tree=1194
num_leaves=31
num_cat=0
split_feature=31 453 4 11 1213 38 3 483 150 1456 50 1 475 160 133 133 403 457 403 124 3 457 160 3 133 133 52 42 48 16
split_gain=0.000901357 0.000766422 0.000771462 0.00066868 0.000593054 0.000595222 0.00112079 0.000876487 0.000534341 0.000730113 0.000489564 0.000600851 0.000455925 0.000451428 0.000909707 0.000543065 0.000563521 0.000418426 0.000397186 0.000592183 0.000372277 0.000801981 0.000652338 0.000479718 0.000493931 0.000537903 0.000490837 0.000667506 0.000657563 0.000799553
threshold=-1.0000000180025095e-35 0.10097500000000002 0.27608500000000008 0.08184000000000001 -1.0000000180025095e-35 0.10777500000000002 0.31335500000000011 0.088030000000000011 -0.099594999999999975 -1.0000000180025095e-35 0.11800500000000001 0.11215000000000001 -0.085289999999999991 -0.217635 -0.26719999999999994 -0.17468499999999998 0.096520000000000009 0.53894500000000012 -0.081784999999999983 -0.048219999999999992 -0.074234999999999982 0.088175000000000017 0.094340000000000021 -0.075954999999999981 0.10304500000000001 0.086975000000000011 0.048490000000000012 0.083725000000000008 0.083775000000000002 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10 11 -4 -11 -14 -15 -16 17 18 -17 -20 23 22 -22 24 25 26 28 -28 29 -21
right_child=1 -3 10 -5 5 -7 -8 -9 9 12 -12 -13 13 14 15 16 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011765006481486743 -0.00083996737873005952 -0.0012515170874923321 0.00014676410548552965 -0.0010399582332376691 0.00079110853738281642 -0.00099049210200918229 0.0014004241777998768 -0.0012211849057669705 -0.0010874284003143972 -0.00086747033136769464 -0.00047510364759798608 0.0011010095060262138 -0.00064340582210983756 -0.0012552192162348555 0.0011106407833110436 -0.00072516032407047703 -0.00084082965921560221 -0.00059471112188428635 0.0011513921887083272 0.00038176679800726391 -6.3691331735710066e-05 0.00073532881439369955 -0.0011383193704618045 0.0012309058733870255 0.0010431666131350261 -0.00068556171493606955 -2.7016378701432891e-05 0.0011642662992576733 0.00077159239428282328 -0.00090203371063854085
leaf_weight=0.0011657249807763828 0.0019089097943678071 0.0010521439138528868 0.0027711185665673091 0.0014573735848009131 0.0015496466851629967 0.0012603466233542795 0.0010707575223936052 0.0012174989450149378 0.0012799189900240529 0.0011810003040433328 0.0010055023644781613 0.0024272300209788877 0.0019203237628517824 0.0010084507821930258 0.0010010248311527184 0.0010027682487042658 0.0012970726158565418 0.0016022251925278388 0.0011597762182766749 0.001714753198626782 0.010305862149477835 0.0022460692897254822 0.0012410575987910075 0.0010037105259534931 0.0012804556588754687 0.0014014922406229155 0.0016580823279781498 0.0020784748057138813 0.0014658039028780934 0.0021365382760595844
leaf_count=113 585 27 98 160 34 32 54 253 264 162 20 254 233 154 12 412 76 14 77 17 247 33 37 16 36 109 60 24 55 242
internal_value=0 -6.81294e-05 -4.44824e-05 -0.000106428 -7.61895e-05 -4.23483e-05 -1.37756e-05 -5.09337e-05 -1.48948e-05 -4.77768e-05 0.000419318 0.000592324 -1.15237e-05 1.69324e-05 5.46683e-05 9.51945e-05 6.30212e-05 0.000101717 0.000140603 0.000171953 0.00012914 -3.02701e-05 -0.000179192 0.000301736 0.000222267 0.00012173 0.000246697 0.000635639 -2.66293e-05 -0.000330433
internal_weight=0 0.0537054 0.0526532 0.0464494 0.044992 0.0430831 0.0418228 0.040752 0.0395345 0.0379849 0.00620385 0.00519835 0.0367049 0.0355239 0.0336036 0.0325952 0.0315941 0.0302971 0.0286948 0.0276921 0.0265323 0.013793 0.0115469 0.0127393 0.0117356 0.0104551 0.00905365 0.00373656 0.0053171 0.00385129
internal_count=3910 3797 3770 3398 3238 2653 2621 2567 2314 2280 372 352 2016 1854 1621 1467 1455 1379 1365 953 876 317 284 559 543 507 398 84 314 259
is_linear=0
shrinkage=0.00140032


Tree=1195
num_leaves=21
num_cat=0
split_feature=38 124 483 3 49 15 49 41 3 16 0 1 52 0 51 15 0 16 0 15
split_gain=0.00014552 0.000317259 0.000198714 0.000164849 0.000158094 0.000347451 0.000255275 0.000227859 0.000221085 0.000406284 0.000373035 0.000273835 0.000215905 0.000144274 0.000213042 0.000253384 0.000185603 0.000215287 8.60782e-05 6.86787e-05
threshold=1.0000000180025095e-35 -0.048219999999999992 0.086680000000000021 0.15165000000000003 -0.14917999999999998 0.091600000000000015 -0.084114999999999981 0.078535000000000008 -0.10628499999999998 -0.25582999999999995 -0.032484999999999993 0.076710000000000014 0.089525000000000007 -0.10131499999999999 0.08955500000000001 -0.10312999999999999 -0.07773999999999999 -0.083564999999999987 -0.14808999999999997 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 11 19 12 -8 13 14 15 -11 17 -15 -17 -10
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 -12 -13 -14 16 -16 18 -18 -19 -20 -21
leaf_value=0.0018193276261167951 -0.0017197028660301155 0.0012046202653085295 -0.0020464774843257398 0.001321244149408289 -0.002169922174707599 -0.0026733843418678565 -2.737483364795554e-05 -0.0019331398264340446 -0.0010700858529842118 -0.00056446071283130703 -0.0019391741020421652 0.0027123044113651616 0.0019873099279529524 0.00017619655218889443 -0.0010003240035771832 0.0013006385406083552 0.00089439647476128356 -0.0026096224678039239 0.0029380530253588712 -0.0027157098609313798
leaf_weight=0.0019108978653044053 0.001021850759348907 0.0017043955742875863 0.0010483641557310274 0.0017581016816817776 0.0011543861827661974 0.0011474397886236656 0.0015784529631839772 0.0011384861742775856 0.0010250173670366403 0.0010993247033219689 0.0014112648758093605 0.0014529295167211576 0.0018056365395194155 0.0011493134748788176 0.0010970453110275002 0.0014955096601223516 0.0013794207402197424 0.0011516971820720243 0.0011999643872773139 0.0010800393954011256
leaf_count=277 95 87 355 132 91 522 100 128 87 31 97 190 357 328 22 39 267 590 36 79
internal_value=0 3.12317e-05 -0.00010612 -2.07513e-05 -0.000127653 -0.000239149 -9.38135e-05 3.88602e-05 0.000171505 -7.15944e-05 0.000257455 0.00128574 0.000556169 0.000254718 0.000767144 0.0012781 -0.000426374 -0.00121816 0.00202958 -0.0019144
internal_weight=0 0.0267877 0.0248768 0.0238284 0.0220703 0.0203659 0.0192185 0.0180641 0.0169256 0.0138942 0.0117892 0.00303138 0.0103779 0.00857228 0.00489184 0.0037948 0.00368043 0.00230101 0.00269547 0.00210506
internal_count=3910 3815 3538 3183 3051 2964 2442 2351 2223 1933 1767 290 1670 1313 128 106 1185 918 75 166
is_linear=0
shrinkage=0.00455379


Tree=1196
num_leaves=31
num_cat=0
split_feature=31 1429 4 1374 1365 128 480 1 43 14 44 4 48 0 15 43 4 3 4 475 1213 15 0 47 2 1 48 42 3 2
split_gain=0.000830191 0.000566095 0.000537529 0.000562637 0.000493755 0.000501521 0.000502609 0.000497392 0.000597867 0.000570104 0.000569732 0.000669657 0.000569068 0.000657871 0.000477399 0.000466945 0.00147923 0.000668626 0.000711675 0.000442257 0.000562556 0.000407769 0.000784619 0.000737923 0.000650819 0.000627452 0.000687372 0.000495848 0.000774623 0.000446801
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.09309000000000002 1.0000000180025095e-35 0.086435000000000012 0.08456000000000001 0.10113500000000002 -0.24333999999999997 0.064610000000000015 0.088980000000000017 -0.034289999999999994 0.12862000000000004 -0.13027499999999997 -0.055679999999999993 -0.50992999999999988 -0.51381999999999983 -0.15653499999999998 -0.41745999999999994 -0.083684999999999982 -1.0000000180025095e-35 0.085120000000000015 -0.10575999999999998 0.094695000000000015 0.08400500000000001 1.0000000180025095e-35 0.084905000000000022 -0.088249999999999981 -0.08323499999999999 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -9 15 11 -10 13 -13 -15 -3 -17 -18 -19 -20 -21 22 25 24 -24 -22 -27 -23 -29 -26
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12 12 -14 14 -16 16 17 18 19 20 21 27 23 -25 29 26 -28 28 -30 -31
leaf_value=0.0011735685099117344 -0.0010550807564497851 0.00075674633166593721 0.00077500917476999395 -0.0010605937705199383 -0.00093908881934812573 -0.00075130252088889649 -0.0009633634160749596 -0.00048458156618379818 -0.00026805673562105574 -0.0010902355551152352 -0.00052637588648341135 0.0012186661612702458 -0.00018721554731676126 -8.7921678484766743e-05 0.00094471549149859361 -0.0014006641772471864 0.0009237979881358459 0.00080523597024947057 0.00064233802510148545 -0.0010850019658619977 -0.00059224652165683215 0.00097806257026906659 -0.0013003782914063923 0.00062335543485765393 -0.00017570382895049652 0.0010500615604666639 2.2330704937567627e-05 -0.00088464477599852604 0.0004434555312093746 -0.0010937999766953705
leaf_weight=0.0010979066378681282 0.0010906353729089871 0.0014153139352828239 0.0015557635614771295 0.0010798648782532885 0.0011664488221216898 0.0017578373970748009 0.0010161249578479878 0.0018423634301427691 0.0019204660174461105 0.0010254608540725121 0.0012344276872227064 0.0036696422247111142 0.0013514301866734968 0.0019656882229011101 0.0015863738457828572 0.0015445720468161206 0.001477646646385714 0.0018027400728186536 0.0014563899330231047 0.001204464553756667 0.001891857606177258 0.0013329036602307553 0.0021283462350814401 0.0010264897335510179 0.0043764077372721588 0.0018248753440275323 0.0042435566425638171 0.0013138210529857197 0.0024994366031458872 0.0013631861254715938
leaf_count=113 179 24 167 58 68 255 239 24 109 103 28 153 32 138 61 30 43 45 169 480 77 43 141 88 340 42 53 150 336 122
internal_value=0 -5.66204e-05 -3.57086e-05 -6.06756e-05 -3.88347e-05 -1.70808e-05 1.06666e-05 3.24201e-05 0.000256998 -6.30341e-05 0.000373493 0.00047935 0.000646777 0.000802846 0.000373261 -2.89471e-05 -6.66592e-05 7.08138e-06 -4.41036e-05 -0.000106189 -0.000153167 -0.000102153 -0.000207494 -0.000493319 -0.000639006 0.000111874 0.000331386 0.000242858 -1.41286e-05 -0.000393757
internal_weight=0 0.0531645 0.0520739 0.0505181 0.0494383 0.0482718 0.046514 0.0454979 0.0135704 0.0319275 0.011728 0.0104936 0.00857313 0.0072217 0.00355206 0.030902 0.0294867 0.0279421 0.0264645 0.0246617 0.0232053 0.0220009 0.0168547 0.00889443 0.00786794 0.00796029 0.00606843 0.00514616 0.00381326 0.00573959
internal_count=3910 3797 3618 3451 3393 3325 3070 2831 545 2286 521 493 384 352 199 2183 2159 2129 2086 2041 1872 1392 863 691 603 172 95 529 486 462
is_linear=0
shrinkage=0.00140032


Tree=1197
num_leaves=31
num_cat=0
split_feature=31 1429 453 4 11 150 1456 2 150 2 52 123 13 43 48 43 4 15 15 15 43 0 0 51 48 15 39 13 12 4
split_gain=0.000848087 0.00066424 0.000576854 0.000832717 0.000787444 0.000494471 0.000594445 0.000518268 0.00112444 0.000983822 0.000941905 0.000585041 0.000923365 0.00079668 0.000911815 0.000558837 0.000669564 0.00062694 0.000819802 0.00074377 0.000961046 0.000501621 0.000446525 0.000427903 0.000438612 0.000413825 0.000408088 0.000442254 0.000693268 0.000726345
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091855000000000006 0.28937500000000005 0.08184000000000001 -0.099594999999999975 -1.0000000180025095e-35 0.086545000000000025 0.085425000000000015 0.087005000000000013 0.18936500000000003 0.087570000000000023 -0.5337599999999999 0.013605000000000001 0.091555000000000011 -0.50992999999999988 -0.49837999999999999 -0.0071449999999999994 -0.091704999999999995 0.024640000000000006 -0.0083249999999999973 -0.035699999999999989 -0.0046249999999999989 0.10589500000000002 0.11379500000000002 -0.095799999999999982 0.13795500000000002 0.0024700000000000004 0.097345000000000015 -0.14301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 26 -9 11 12 -11 14 15 -14 -17 18 -18 22 -21 -15 -19 24 -5 -16 27 28 29 -8
right_child=1 2 -4 23 -6 6 7 9 -10 10 -12 -13 13 21 25 16 17 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012182055518124202 -0.0011317241710445979 0.00075489315628766377 -0.0011165912603071887 0.0011830822390502761 -0.0011602140172417908 -0.0011259250762803061 0.00095430324412974744 0.0011949019991295568 -0.0014556497567557653 -0.0012222552390867875 -0.0012619270406042543 0.00094600317545341368 0.00073807987687035887 0.0001299234837122385 -0.00024062926548357351 -0.0014622147104468267 -6.3785726284873144e-05 0.001227200200440252 -0.0013942486848878971 0.00040070178105015451 -0.0014543585709127758 0.0010860821711861303 -6.2551448568043744e-05 -0.00024371905433037 0.00017124302924751973 0.00065126815723256972 0.00079792377506664332 -0.00069156934486813888 0.00081506693203223278 -0.00035141838158938763
leaf_weight=0.0011930135714872661 0.001221683105976811 0.0017083240851096795 0.0010464103114884429 0.0024652729412952814 0.0014017078056749446 0.0011256387423752559 0.0010593931422775435 0.0016785469611191308 0.0015247745491535616 0.0012443067028584621 0.0012050188043675183 0.0016227661521872596 0.0010275940079367248 0.0023397762848275105 0.0015619285257056914 0.0011840929298578733 0.0021315209028625014 0.001376801145983042 0.0019660535646431887 0.0012882157407867467 0.0011831049453618903 0.0025129329034534456 0.0010409456291427185 0.0011218538653565702 0.0015351651901767127 0.0043431963162391387 0.0010053241616105888 0.0029711672581012047 0.0017411424435600517 0.0084040376425907892
leaf_count=113 179 35 45 289 121 335 33 53 69 10 192 72 21 239 59 35 148 47 261 187 75 30 21 20 39 127 7 146 66 836
internal_value=0 -4.79858e-05 -2.3833e-05 -2.56727e-06 -6.25743e-05 -3.00096e-05 -5.94545e-05 -3.24248e-05 -0.000239158 9.22253e-05 2.11143e-05 8.33983e-05 2.3063e-05 9.36381e-05 -5.71411e-05 -0.0003063 -0.000411819 -0.000273417 -0.000702154 8.5912e-05 -0.000487378 0.000625062 0.000671906 0.000567342 0.00079479 0.000415358 -0.000116975 -0.000181858 -4.66955e-05 -0.000205248
internal_weight=0 0.0560387 0.054817 0.0537706 0.0486483 0.0472466 0.0455383 0.0444126 0.0167058 0.0277068 0.0260283 0.0248232 0.0232005 0.0219562 0.0171035 0.0111983 0.0101707 0.00898664 0.00409757 0.00488907 0.00247132 0.00485271 0.00241775 0.00512229 0.00400044 0.00590512 0.0151811 0.0141757 0.0112046 0.00946343
internal_count=3910 3797 3618 3573 3225 3104 3069 2734 1157 1577 1524 1332 1260 1250 981 795 774 739 409 330 262 269 68 348 328 186 1088 1081 935 869
is_linear=0
shrinkage=0.00148603


Tree=1198
num_leaves=22
num_cat=0
split_feature=52 1 15 15 3 16 0 12 51 0 15 3 0 2 4 3 12 2 15 15 4
split_gain=0.000197666 0.000176536 0.000297281 0.000334479 0.00033255 0.000443599 0.000441958 0.00036972 0.000225117 0.000245195 0.000220502 0.000257344 0.000205365 0.000203419 0.000183094 0.00020438 0.000353425 0.000511283 0.000182396 0.000163611 0.000125534
threshold=-0.42985499999999993 0.094385000000000011 0.035895000000000003 -0.017214999999999998 0.10666500000000002 -0.061204999999999989 -0.17106499999999999 0.090840000000000018 0.08955500000000001 -0.23029999999999998 -0.0063699999999999989 -0.076539999999999983 -0.074249999999999997 0.094825000000000007 -0.51381999999999983 0.10666500000000002 0.092365000000000017 0.087995000000000004 -0.10192499999999999 0.079360000000000014 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 7 6 -6 13 9 -2 11 -11 -9 -3 -12 16 17 20 -13 -19 -16
right_child=1 2 -4 -5 5 -7 -8 12 -10 10 14 18 -14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=-0.0020847976243819049 0.0019811468299789155 0.0011546686890585702 -0.0012598246397957317 0.0030771852936575523 -0.0011393885136318919 -0.0032590324417099952 0.0028436235959365774 -0.001688967031506993 -0.0023796433551585066 0.00013587443328404877 -0.0016997768404900121 -0.00090353885014255754 0.0013084681189671858 0.0038466354883882913 0.00022944944961465194 0.0023633380889124781 -0.0019440817441810066 0.0035561989040635319 -0.0034093294040866817 0.0010727683467795697 -0.0017217324521250506
leaf_weight=0.0010158591532467834 0.0011419206926355204 0.0012212554693272221 0.0018169294554625801 0.0012873669005305502 0.0015791833350293771 0.0010100596583013655 0.0010352678522957959 0.0010086166677536479 0.0010684180027121992 0.0019877747678880078 0.0010823571324498618 0.0013357060568787438 0.0010442740799145867 0.0013016468280478977 0.0016396934530806132 0.0010144559041691537 0.0015047215432227035 0.0011687155287254392 0.0012739027764484536 0.0012140064621525282 0.0013491072180724711
leaf_count=353 39 146 182 94 75 49 114 73 251 581 30 90 111 207 401 21 357 66 165 142 363
internal_value=0 4.39187e-05 0.000495836 0.000832053 0.000479589 -0.000592413 0.000437801 0.00132873 -0.000279814 -0.000127323 -0.000304746 -0.00114846 -0.000164218 0.00254354 0.000127537 0.000378187 8.53163e-05 0.00065381 -0.00212676 0.00229088 -0.00065129
internal_weight=0 0.0270854 0.0113046 0.00948767 0.0082003 0.00362451 0.00261445 0.00457579 0.0157808 0.0147124 0.0135704 0.00459738 0.00205289 0.0025229 0.00897306 0.0078907 0.00687624 0.00537152 0.00260961 0.00238272 0.0029888
internal_count=3910 3557 1051 869 775 238 189 537 2506 2255 2216 836 184 353 1380 1350 1329 972 255 208 764
is_linear=0
shrinkage=0.00473777


Tree=1199
num_leaves=19
num_cat=0
split_feature=38 124 484 13 132 457 16 133 3 13 43 1 4 52 0 0 16 15
split_gain=0.000134179 0.000239054 0.000194258 0.000139818 0.000159866 0.00023596 0.000301158 0.000168167 0.000241838 0.000233411 0.000212787 0.000180518 0.000163262 0.000195688 0.000249651 0.000149147 0.000227184 7.43165e-05
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.094679999999999986 0.079995000000000011 0.082870000000000013 -0.094359999999999986 0.084285000000000013 0.090325000000000003 -1.0000000180025095e-35 -0.074254999999999988 0.10444500000000001 0.070230000000000015 0.071660000000000015 -0.099864999999999995 -0.084304999999999977 -0.15168999999999996 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 15 5 7 -7 8 9 10 -5 -10 13 14 -11 16 -4 -13
right_child=-2 2 3 4 -6 6 -8 -9 11 12 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=0.0016080006095815938 -0.0016478267149477887 -0.0016142822068885725 0.0010833719868057739 5.7508780244000959e-05 0.0013782331104833471 -0.00083170766207764759 0.0019887479107155294 -0.0019571852722557919 -0.0029889478562183224 0.00060373176638405239 -0.0024276563798749044 3.3497780097002838e-05 0.0020206620846644086 0.0015251306959000357 -0.0020141788196711709 0.0017152000550891748 -0.0014654905836784633 -0.001615425679753253
leaf_weight=0.0018601064308888518 0.0010218914055629682 0.0016098938348703571 0.0018437685848935459 0.0016500600497233462 0.0012967867510467737 0.0013373876226672188 0.0019009136074776825 0.0015470402360273786 0.0010321632808198986 0.0018147588235566392 0.0012600653594683183 0.0012805943078184612 0.0012479097471684852 0.0014814654786552278 0.0012940212870936624 0.0018708138882717043 0.0011952474727113249 0.0010168802693044654
leaf_count=277 95 592 131 182 242 62 115 634 84 48 685 47 83 162 204 94 146 27
internal_value=0 3.37508e-05 -8.48999e-05 2.18256e-05 -0.000162509 -0.000280992 0.000823927 -0.000543603 -0.00036254 3.49962e-05 -0.00101855 -0.00140702 0.000560155 0.000163099 -0.000485966 0.000703626 8.09023e-05 -0.000696329
internal_weight=0 0.0265399 0.0246798 0.0230699 0.01816 0.0168633 0.0032383 0.013625 0.0120779 0.00874828 0.00291013 0.00332964 0.00583816 0.00459025 0.00310878 0.00490983 0.00303902 0.00229747
internal_count=3910 3815 3538 2946 2575 2333 177 2156 1522 1364 867 158 497 414 252 371 277 74
is_linear=0
shrinkage=0.00455379


Tree=1200
num_leaves=31
num_cat=0
split_feature=1429 453 4 11 51 133 160 401 123 483 13 43 4 1 0 13 49 160 150 48 52 16 52 2 0 0 51 52 0 12
split_gain=0.000679461 0.000600697 0.000753525 0.000733277 0.000459206 0.000440505 0.000539926 0.000483933 0.000401134 0.000647621 0.000635738 0.00066005 0.000555451 0.000480261 0.000731463 0.000730777 0.000652793 0.000640139 0.000577911 0.000501989 0.000708672 0.000396103 0.00041412 0.000581393 0.00036706 0.00105301 0.000419285 0.000613568 0.000372281 0.000361829
threshold=-1.0000000180025095e-35 0.091855000000000006 0.28937500000000005 0.08184000000000001 0.10589500000000002 -0.26719999999999994 -0.40446999999999994 0.079655000000000017 1.0000000180025095e-35 0.086245000000000002 -0.52445999999999982 0.18078000000000002 0.066620000000000026 1.0000000180025095e-35 -0.087614999999999985 -0.094129999999999978 -0.084114999999999981 0.084835000000000008 -0.09547499999999999 0.086065000000000016 -0.031409999999999993 -0.089559999999999987 0.09716000000000001 0.088300000000000003 -0.017269999999999997 -0.053834999999999994 -0.095859999999999987 0.0074400000000000013 -0.099864999999999995 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 8 9 10 -8 13 -10 14 16 -15 -12 29 -17 20 -16 -22 23 -23 25 26 -20 28 -28 -18
right_child=1 -3 4 -5 -6 6 7 -9 12 -11 11 -13 -14 15 19 18 17 -19 24 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010913668532201695 -0.00082484718029598829 -0.0010599701601819143 0.00075288092815316429 -0.00103225534680227 -0.00030851393597603556 -0.00087284738445986157 -0.00088192984854479665 -0.00063627576589690867 0.0010944804615353322 -0.0010403866850457598 -0.0014004279128482515 0.0010540541422683161 -0.00020287404083952826 0.0010951906930017946 -0.001040634592880582 0.0010078036497064892 -3.5973443890580057e-05 0.0005317157411207637 0.00081060353756631429 0.0009117896541365625 0.00063542265831773536 0.00020117596767503033 0.00045879056126248765 -0.0011677076267822665 0.00083298581207937527 -0.0010610420238269811 2.9829223462025239e-05 0.00076288319811045665 -0.00066361175611900599 -0.0011216281147611541
leaf_weight=0.0011418396568122482 0.0012412722820158697 0.0010257886498621352 0.0039775941342848889 0.0013994856898231758 0.0010003068437605123 0.0012839065868006918 0.0013082416548968459 0.0019249907140971292 0.0016957037501263974 0.0010488129510729241 0.0013064466647243478 0.0014008387503685596 0.0010464703539945219 0.0016926413610800486 0.0011336112982576196 0.0013588263603168107 0.0010258634749269373 0.0013271736519055999 0.0015633816790607815 0.0013326408678233648 0.0022339154442769706 0.0012554008825768261 0.0015770881286321092 0.0011805096374879476 0.0011106292567717472 0.0016368225344649536 0.0078454910635628039 0.0019145533398534651 0.0018823574661515083 0.0014568133497940838
leaf_count=181 212 46 379 121 22 266 15 307 135 261 38 24 31 92 211 18 44 65 52 47 86 276 117 123 59 62 104 61 289 166
internal_value=0 8.21102e-07 2.25139e-05 -3.44528e-05 0.000539594 -2.55991e-06 2.14318e-05 4.926e-05 8.28097e-05 4.40982e-05 7.60992e-05 0.000112709 0.000599383 7.25473e-05 -0.000125985 0.000217016 -0.000546257 -0.000253351 0.000131155 0.000120796 -2.20276e-05 0.000162816 -0.000100269 -0.000462223 5.6486e-05 -1.61723e-06 0.000129696 3.82611e-05 -0.000104353 -0.000673026
internal_weight=0 0.0511876 0.0501618 0.0451839 0.0049779 0.0437844 0.0425431 0.0412592 0.0393342 0.0365921 0.0355432 0.034235 0.00274217 0.0328342 0.0138295 0.0190047 0.0051163 0.00380985 0.0173121 0.00871317 0.00738053 0.00624691 0.004013 0.00243591 0.0159532 0.0148426 0.0132058 0.0116424 0.00972785 0.00248268
internal_count=3910 3729 3683 3282 401 3161 2949 2683 2376 2210 1949 1934 166 1910 1173 737 313 275 645 860 813 602 516 399 627 568 506 454 393 210
is_linear=0
shrinkage=0.00140032


Tree=1201
num_leaves=31
num_cat=0
split_feature=158 31 1429 1365 1213 14 42 42 43 43 4 376 1374 44 3 132 133 1 3 47 47 47 48 48 4 159 42 49 151 1374
split_gain=0.000903024 0.00105848 0.000809041 0.000718221 0.000720052 0.000614493 0.000555755 0.000755797 0.000633309 0.000616294 0.00147684 0.000961819 0.000584543 0.000556637 0.000879196 0.000545493 0.000512239 0.000563115 0.000639719 0.00074258 0.00101776 0.00122744 0.000643352 0.000702966 0.000763003 0.00066427 0.000738208 0.000718199 0.0010494 0.000554785
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 0.077685000000000018 -1.0000000180025095e-35 -0.082904999999999993 0.0016850000000000001 -0.50329499999999994 -0.51381999999999983 1.0000000180025095e-35 0.087110000000000007 0.088980000000000017 0.30601500000000009 0.080815000000000012 -0.26719999999999994 0.122185 -0.16059999999999997 0.10887000000000001 0.09550500000000002 0.090280000000000013 0.12649500000000002 0.097720000000000015 0.26048500000000002 0.09141500000000001 0.092145000000000019 -0.085974999999999982 0.094645000000000021 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 15 -8 -11 12 13 14 16 -6 -12 18 -18 20 21 22 23 24 25 26 27 28 -20 -29
right_child=-2 2 3 -5 5 -7 9 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0014006333544927801 -0.0013244404230380788 -0.0010756467546414131 -0.0011517408103056935 -0.0010318456173535474 -0.00054595596365451609 -0.00085188099644726797 0.001064674354995461 -0.0011443582228991566 0.00082285585554925985 -0.0012972248444402161 -0.00074625350363813293 0.0013647751379435753 -0.00079235030772184523 -0.00078214775682477447 0.0014003913492400782 0.00041256938971522098 0.00098124991505128562 0.0007029622205233626 -0.0012329602079963363 -0.0011222167011276252 0.0010941775472989867 -0.001400646575003994 -0.00094863856059544823 0.0011177256342009873 0.00093940993387644806 -0.0010435860731492286 -0.00070702334382246441 -0.00045694617004233645 0.00060935662053531565 0.00043160596323077596
leaf_weight=0.0010300287680329303 0.0010371501782649442 0.0014192390047806916 0.0010051912067113858 0.0013007451325659494 0.0039337736136879076 0.0014540454455542742 0.0013655711456408417 0.0015339071205395793 0.0013000280914483575 0.0014142014269298208 0.0012183899364570641 0.0012568134007864265 0.0013301997785779554 0.0012044735530594144 0.0011310757690343723 0.001653619914157245 0.001568308993191255 0.0035684070226671407 0.001526961768183452 0.0010011077366289802 0.0018964300740131881 0.0011232683812352198 0.0010925725880142059 0.0013851483903373199 0.0018626993339427847 0.001125573429026471 0.0021131753644464115 0.0015810836911747126 0.001005498618340539 0.010721238981845928
leaf_count=110 167 179 328 73 302 109 19 417 49 47 53 100 74 34 116 104 77 124 46 60 63 19 16 37 93 88 344 46 23 593
internal_value=0 -5.56565e-06 -3.23423e-05 -4.23148e-06 2.17874e-05 4.52077e-05 7.18753e-05 -0.000255427 -5.74523e-05 0.000139946 0.000107672 0.000160355 0.000118832 0.000153338 0.000186556 -0.000262275 0.000144685 0.000179068 0.000112308 6.07562e-05 0.00010732 2.78072e-05 9.93937e-05 0.000153098 8.60767e-05 -1.86972e-06 6.73143e-05 0.000177617 -0.000501479 0.00031741
internal_weight=0 0.0551228 0.0540927 0.0526735 0.0513728 0.0503676 0.0489135 0.00842133 0.00688742 0.0404922 0.0391266 0.0377124 0.0364556 0.0351254 0.0339209 0.00558739 0.0327899 0.0315715 0.0280031 0.0264348 0.0254337 0.0235372 0.022414 0.0213214 0.0199362 0.0180735 0.016948 0.0148348 0.00253246 0.0123023
internal_count=3910 3743 3633 3454 3381 3053 2944 872 455 2072 2053 2006 1906 1832 1798 406 1682 1629 1505 1428 1368 1305 1286 1270 1233 1140 1052 708 69 639
is_linear=0
shrinkage=0.00140032


Tree=1202
num_leaves=31
num_cat=0
split_feature=158 1429 1213 4 133 160 133 42 123 483 33 42 1374 133 133 1 2 47 47 131 4 47 1373 49 43 15 1375 1 2 159
split_gain=0.00074618 0.000583983 0.000579134 0.000485973 0.00050846 0.000619154 0.000482231 0.00044107 0.000752305 0.000614271 0.000522919 0.00052219 0.000469425 0.000455959 0.000447589 0.000446474 0.000672201 0.000452288 0.000405789 0.000562673 0.00051654 0.000373762 0.000373662 0.000511652 0.000640084 0.000406394 0.000455565 0.00102303 0.000843843 0.000706439
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.082704999999999987 0.50657000000000008 -0.26719999999999994 -0.40446999999999994 -0.17468499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.088030000000000011 -0.007134999999999999 -0.082904999999999993 0.086000000000000007 -0.085714999999999986 0.084630000000000025 0.12293500000000002 0.13081000000000001 0.10887000000000001 0.09550500000000002 0.088565000000000019 0.25367000000000006 0.11566000000000001 1.0000000180025095e-35 -0.091004999999999989 -0.082484999999999989 0.091600000000000015 -0.43271999999999994 0.094695000000000015 0.075670000000000015 0.090705000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 11 9 10 -9 13 15 -8 21 17 -17 18 19 20 22 -15 23 24 -12 26 -25 28 -28 -30
right_child=-2 2 3 -5 5 6 7 8 -10 -11 12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.0010793456038872256 -0.0012454567121830554 -0.001125376312673009 -0.00092210249628088678 0.00068477595310456466 -0.00098554021963821411 0.0007737040701014527 0.00053888286365602026 -0.00097502105533273369 0.00075359600934640249 -0.0009312905042721634 0.00012718602665815279 -0.0011849454969440668 -0.00088442276363685346 -0.00092179043470389053 0.00019329276025634989 0.0011840833009030417 -5.2112333504157618e-05 -0.00090685776221035739 0.00058161754064430687 -0.00093438119912743782 0.00076876304480097131 -1.0210162094104317e-05 0.00067934660764439948 -0.0005854299115573983 -0.0011883325002673729 -0.00072233492335359664 -0.001074704810731505 0.00091366888683920642 0.00017323811940867559 -0.00091281750000613471
leaf_weight=0.0011719221737486176 0.0011187838911347328 0.0010079491561341128 0.0014034238559232906 0.0011818144833984903 0.001376037008914143 0.0010227288984268048 0.0010014783693955698 0.0010358373213357188 0.001784118879646134 0.0014530066361930624 0.0010420428427591055 0.0012243237805807375 0.0010644681444080808 0.0025920848846245903 0.0014460134853334361 0.0012570546233092719 0.0017765970967467126 0.0010238871701266907 0.0016950626293930062 0.0012062495803988318 0.0012857292968724279 0.0010608386754995536 0.0010433146751616098 0.0018450488450838512 0.0015247658847954417 0.0013352335560794506 0.0012074607535552681 0.0021811443822628016 0.0099771479621368897 0.0011143070944197317
leaf_count=181 167 328 212 206 243 26 56 29 193 231 36 271 59 202 122 36 79 54 60 68 72 14 33 14 43 183 77 99 449 67
internal_value=0 -0.000177033 -0.00015508 -0.000134343 -0.000155397 -0.000131258 -0.000104046 -0.00012533 -6.46819e-05 -0.00010883 -7.10306e-05 -0.000413907 -4.04093e-05 -0.000259164 -0.000415908 -9.96968e-06 0.00046013 -6.38233e-05 -2.99169e-05 -7.35399e-05 -2.75043e-05 -0.00065706 -7.5636e-05 -0.000114578 -0.000654274 -3.61369e-05 1.99874e-05 9.71297e-05 -4.7679e-05 6.41271e-05
internal_weight=0 0.0493411 0.0481692 0.0471612 0.0459794 0.044576 0.0431999 0.0421772 0.0348525 0.0330684 0.0316154 0.00732474 0.0305795 0.00610042 0.00509894 0.029515 0.00303365 0.0264814 0.0254575 0.0237624 0.0225562 0.00365292 0.0212705 0.0202272 0.00256681 0.0176603 0.0163251 0.0144801 0.0122989 0.0110915
internal_count=3910 3743 3562 3234 3028 2816 2573 2547 1882 1689 1458 665 1429 394 338 1370 115 1255 1201 1141 1073 216 1001 968 79 889 706 692 593 516
is_linear=0
shrinkage=0.00129368


Tree=1203
num_leaves=31
num_cat=0
split_feature=158 31 1429 453 4 480 133 2 123 0 1 14 133 403 41 4 2 52 457 150 1186 130 160 1374 52 43 42 457 1 4
split_gain=0.00100172 0.00115084 0.000752829 0.000691728 0.00100982 0.000827798 0.000720171 0.000686709 0.000825788 0.000939642 0.0012358 0.00065889 0.000625998 0.00126917 0.000626288 0.000715514 0.000688082 0.000790871 0.000768733 0.000797769 0.000554069 0.00126478 0.00068685 0.000720917 0.000741162 0.000722879 0.000721714 0.000705975 0.000825865 0.000562002
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093320000000000014 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.10946500000000002 0.084380000000000024 0.076335000000000014 0.088675000000000018 0.073890000000000011 -0.17468499999999998 0.10150000000000002 0.080335000000000018 0.27608500000000008 0.10393500000000001 0.0033900000000000002 -0.066264999999999991 -0.094019999999999979 0.085080000000000003 -1.0000000180025095e-35 -0.091109999999999983 -0.094679999999999986 -0.42985499999999993 -0.074254999999999988 0.088345000000000021 0.088175000000000017 0.092550000000000007 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 11 9 10 -9 12 -8 14 15 16 18 -18 -14 -20 21 -21 -23 -24 -25 26 29 28 -27 -26
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 19 20 -22 22 23 24 25 27 -28 -29 -30 -31
leaf_value=0.001268598217544048 -0.0011878149501626536 -0.00097922040328740851 -0.00079987869035487913 -0.0010482273476260721 0.0011344354799842651 -0.0010188376240985986 0.00083754118027696135 -0.0012684047387065695 0.0011699563248496303 0.0011036188237723596 0.00019774453376141302 -0.00096267890293502678 -0.00089731240348285785 -0.0012684161345231065 -0.00087014575485673225 0.00090489671275510654 0.00025493693510713136 -0.0011525561030410756 0.001090191438483386 -0.00095397521883256635 0.0007122425608593225 -0.00070125110914222104 -0.00052815317344837378 -0.00084415798288301088 0.00083719575160937706 0.00011995399557244318 0.00098341179388793673 0.00091498804835885776 -0.00077653582030962585 -2.6492815346349816e-05
leaf_weight=0.0011185719874655655 0.0011759818777385403 0.0013141486689173245 0.0017159739231045181 0.0010110288856850494 0.0012566777640725659 0.0012914771451913156 0.0013464450311886358 0.0010642659108304198 0.0015602433098225186 0.0014825862161824696 0.0070565474948072193 0.0012096793830855814 0.0013273781933244013 0.0013117167387832742 0.0012822741337785706 0.0014494043034538598 0.0010371198288687813 0.0016864648830798856 0.0012278903810445376 0.0020630982742483308 0.0018828938356003624 0.0016951006906678603 0.0023760479823344829 0.001024411952936447 0.0017726804646702732 0.0077907474083311994 0.0034599294024293403 0.001326888262596527 0.0020981675393398902 0.0038311859686305204
leaf_count=110 167 179 215 42 137 221 23 166 86 36 215 96 178 171 55 63 66 41 19 192 46 220 52 92 85 498 41 18 124 256
internal_value=0 -5.84133e-06 -3.00227e-05 -8.38109e-06 1.01844e-05 -1.53313e-05 8.63367e-06 3.51291e-05 0.000314154 0.000175113 5.59966e-06 -4.04769e-05 -1.25806e-05 -4.22012e-05 8.84092e-07 3.18665e-05 -4.70495e-06 -0.000616594 4.7576e-05 8.86321e-05 4.66896e-05 1.01735e-06 7.86619e-05 0.000134491 0.000208396 0.000261565 0.000527937 4.63022e-05 -7.02576e-05 0.000246719
internal_weight=0 0.060071 0.0589525 0.0576383 0.0566273 0.0553706 0.0540791 0.0523632 0.0111636 0.0096034 0.00812081 0.0411995 0.0399898 0.0386434 0.0373317 0.0360494 0.0346 0.00272358 0.0318764 0.030549 0.0293212 0.0274383 0.0253752 0.0236801 0.021304 0.0202796 0.0090638 0.0112158 0.00988891 0.00560387
internal_count=3910 3743 3633 3454 3412 3275 3054 2839 503 417 381 2336 2240 2217 2046 1991 1928 107 1821 1643 1624 1578 1386 1166 1114 1022 382 640 622 341
is_linear=0
shrinkage=0.00126831


Tree=1204
num_leaves=23
num_cat=0
split_feature=1213 1456 453 4 11 16 0 4 42 160 43 15 15 52 43 15 12 1374 2 0 52 4
split_gain=0.000197635 0.000206546 0.00020422 0.000233125 0.000250648 0.000224082 0.000171966 0.000375435 0.000270055 0.000182588 0.000207863 0.000298761 0.000380266 0.000404685 0.000259223 0.000340847 0.000400636 0.000196796 0.000251939 0.00019312 0.00017967 5.81536e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27608500000000008 0.077330000000000024 -0.077034999999999978 -0.017269999999999997 -0.49837999999999999 -0.11145999999999999 -0.083654999999999993 -0.074254999999999988 0.091915000000000011 -0.10312999999999999 -0.088354999999999989 -0.079109999999999986 0.088345000000000021 0.085250000000000006 -0.094679999999999986 0.087995000000000004 -0.10071499999999999 -1.0000000180025095e-35 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 8 -8 -3 -10 14 12 -12 -14 15 16 -11 -15 19 -19 -9 -20
right_child=1 2 -4 5 -6 -7 7 20 9 10 11 -13 13 17 -16 -17 -18 18 21 -21 -22 -23
leaf_value=-0.0017590638751897065 -0.0017184915243670586 -0.0020398216037474854 -0.0014599732433091465 0.0021051652780122525 -0.0018435871163507383 -0.00015651442837623093 -0.00066652424280766952 0.0029980735715957282 -0.0012072465072997794 0.0012101227207347899 -0.0017298246089892944 -0.002015844855117879 -0.0015783417010453594 -0.0005362102155221178 0.0025799245842989794 0.0022819137828927068 -0.0019111829333653598 0.0014364652166412532 0.0029091571329913322 -0.000623860880112517 0.00084857768497413892 0.0016027059953393932
leaf_weight=0.0010087795209840203 0.0010253581251779059 0.0010017647983283492 0.0012645804438602406 0.0017786459146740818 0.0010626573438650691 0.0011232728622826418 0.0015386444107106101 0.0011241334951054283 0.0015644451701819764 0.0012634811412021441 0.0014354166629550417 0.0011416314169908634 0.0012308000409814255 0.0011950779119835895 0.0011070124378980114 0.0010609325540991144 0.001323014306793921 0.0015516807303068651 0.0011154263240520379 0.0013259760651537058 0.0013392364120918881 0.0010298612688990905
leaf_count=592 332 128 91 317 185 97 81 68 421 189 116 210 141 23 82 70 234 25 96 290 59 63
internal_value=0 2.7424e-05 9.47808e-05 0.000172452 3.55524e-05 0.00122972 0.00012909 0.000869846 -4.18103e-05 8.06472e-05 0.000216966 -0.000106782 0.000138534 0.000498574 0.000899666 0.0003897 -0.000386452 0.00090968 0.00125369 0.000487101 0.00182948 0.00228199
internal_weight=0 0.027603 0.0265777 0.0253131 0.0224112 0.00290192 0.0213485 0.00400201 0.0173465 0.0163448 0.0147803 0.0100259 0.00888424 0.00744882 0.00475444 0.00364743 0.0025865 0.00621802 0.00502294 0.00287766 0.00246337 0.00214529
internal_count=3910 3318 2986 2895 2481 414 2296 208 2088 1960 1539 964 754 638 575 493 423 497 474 315 127 159
is_linear=0
shrinkage=0.00396435


Tree=1205
num_leaves=23
num_cat=0
split_feature=1456 453 4 11 16 151 160 0 16 0 52 2 151 1 3 0 15 12 1 13 3 42
split_gain=0.000158707 0.000153454 0.000223242 0.000233501 0.000211554 0.000189305 0.000230019 0.000172963 0.000160635 0.000252235 0.000171941 0.000179129 0.000176494 0.000193269 0.000206413 0.00024283 0.000200731 0.00028106 0.000163859 0.000123906 0.000119986 5.25798e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27608500000000008 0.077330000000000024 -0.077034999999999978 -0.13224499999999997 -0.10117499999999999 0.18055000000000002 0.26760500000000004 -0.053834999999999994 -0.081429999999999989 0.12547000000000003 -0.0088999999999999982 0.095155000000000017 0.086245000000000016 -0.10209999999999998 0.088190000000000004 0.084100000000000022 0.11215000000000001 -0.083514999999999992 -0.016619999999999996 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 8 10 -10 19 12 -12 14 15 -14 17 -17 -15 -8 -21 -18
right_child=1 -3 4 -5 -6 6 7 -9 9 -11 11 -13 13 18 -16 16 21 -19 -20 20 -22 -23
leaf_value=-0.0015770853310297689 0.001729471260472779 -0.001332101304993839 0.0019714375169257283 -0.001821476135354801 -0.00021102421013075406 -0.0017624441356525087 0.0019274357856928167 0.0015289965829230949 0.00062822794389376672 -0.0018879120840069501 -0.0012960522279700747 -0.0016526158220998976 -0.0019753599188680215 0.0019959328980601737 0.0014306298660354798 0.00057456002679611047 0.00030202734184616706 -0.0019731416646113472 1.2217791363807853e-05 0.0012666125810313407 -0.00051217368923421104 0.0015767269976905305
leaf_weight=0.001007355294586453 0.001005097278655497 0.0012482825259159105 0.0017903366903476159 0.0011017505277942088 0.0011440941906752924 0.0011411130990945087 0.0012003969324305142 0.0011965780527294348 0.0010119175795269553 0.0016424835946112762 0.0013468992612241113 0.0010643670439109973 0.0012258228196686477 0.0015238990062698132 0.0011518251288080705 0.0013596397438126314 0.0010075245803620181 0.0013624772169632052 0.001146975248637716 0.0011767378124996619 0.0012075628726455545 0.0010269254771386183
leaf_count=369 135 91 320 200 98 315 128 27 147 133 132 97 104 124 24 117 211 604 35 164 80 255
internal_value=0 2.54541e-05 9.10492e-05 -4.08691e-05 0.00112053 4.91283e-05 -3.20959e-05 6.83783e-05 -2.63224e-05 -0.000928703 0.000125267 -9.87462e-05 4.95581e-05 0.000234401 -0.000106149 -0.000402034 3.43003e-06 -0.000700619 0.00114405 0.000888688 0.000365721 0.000945455
internal_weight=0 0.0270827 0.0258344 0.0229 0.00293443 0.0217982 0.0207931 0.019652 0.0184555 0.0026544 0.0158011 0.0122164 0.011152 0.00980509 0.00713421 0.00598239 0.00475657 0.00272212 0.00267087 0.0035847 0.0023843 0.00203445
internal_count=3910 3541 3450 3032 418 2832 2697 2382 2355 280 2075 1703 1606 1474 1315 1291 1187 721 159 372 244 466
is_linear=0
shrinkage=0.00396435


Tree=1206
num_leaves=31
num_cat=0
split_feature=31 3 39 14 33 9 2 12 50 1 3 11 16 0 160 0 12 0 160 48 12 15 16 48 15 52 0 4 0 0
split_gain=0.000802461 0.00051575 0.000547968 0.000461325 0.000465206 0.000486729 0.000451979 0.000732558 0.00072829 0.000622366 0.000783618 0.00113498 0.000720207 0.000677002 0.000503483 0.000484643 0.000436905 0.00069506 0.000415958 0.000475647 0.000475346 0.000440962 0.000754502 0.000389952 0.000526702 0.00045744 0.000342503 0.000336091 0.00033466 0.000250353
threshold=-1.0000000180025095e-35 0.31335500000000011 0.13419 0.077685000000000018 -0.007134999999999999 0.091370000000000021 1.0000000180025095e-35 0.097345000000000015 0.10030500000000002 0.076710000000000014 0.082730000000000012 0.08184000000000001 0.13514000000000004 -0.11756999999999999 -1.0000000180025095e-35 -0.10303999999999998 0.083715000000000026 0.024745000000000003 0.084835000000000008 0.086870000000000017 0.10058500000000002 0.085120000000000015 -0.089559999999999987 0.12675000000000003 -0.08262499999999999 -0.069134999999999988 -0.23029999999999998 -0.12499499999999999 -0.070894999999999986 -0.067059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 29 13 11 27 23 -8 -15 -9 17 -16 20 -20 21 28 -23 24 25 -12 -26 -11 -18 -6
right_child=1 -3 -4 -5 5 -7 9 15 -10 10 12 -13 -14 14 16 -17 18 -19 19 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0013010475027248646 -0.001049436560414604 0.00084002171657404916 0.00088616184368261151 -0.0010073935929266495 -0.0013071776914131254 0.00076136878613932292 -0.0011981348510943261 0.0010497473821490255 0.00039355627578489951 0.00044952505927880695 -0.00062297102906552174 -0.0004279310540438125 -0.0013228246492990425 -0.0009133423605193116 -0.0014945609168014234 -0.00026276944968452263 -0.00074660145890277348 9.2963757451739159e-05 0.00012282404257176019 0.0014458246509399533 -0.000908169478406714 0.0011616919528971135 -0.00039017166228570894 -0.00071639670589014929 0.0015032600214539898 0.00025427112459184891 0.00033020541762482771 0.0014181528532305882 0.00025678978885257603 -0.0004702665062909651
leaf_weight=0.0010990776981740771 0.0012256204694764952 0.0015310770108605256 0.0013903799987637902 0.0014081103491179183 0.0030595345275211683 0.001706305156961462 0.0016282864298062727 0.0010627686602902031 0.0010625450948849036 0.0013031212230449887 0.0022361817897831333 0.0016749486456486551 0.0010006442041898831 0.0017968784798667045 0.0011892217532100203 0.0020475446264347497 0.0018217636567738893 0.0016204003536586242 0.0017403923301405619 0.0011048049632211843 0.0013781000527232634 0.0019040386409576691 0.0013187628411426323 0.0013432572150406949 0.0010278994513299722 0.0043614784170813437 0.0015559888336582599 0.0028157141847178213 0.0015133423386703981 0.0012529022952127988
leaf_count=113 37 136 47 123 386 43 74 12 120 40 34 135 86 630 114 138 322 26 153 27 196 88 300 39 42 70 41 219 55 64
internal_value=0 -6.11488e-05 -8.95677e-05 -0.000118334 -9.09716e-05 -6.45895e-05 -9.75021e-05 -0.000423412 -0.000775888 -1.69597e-05 0.000193488 0.0006666 -4.43422e-05 -0.000231158 -0.000128835 0.000185707 -2.51137e-05 -0.000578984 0.000119227 0.000636552 -6.62432e-05 0.000110682 0.000526673 7.72093e-05 0.000193314 -4.30575e-05 0.00079686 0.0011117 -0.000291301 -0.00106403
internal_weight=0 0.050082 0.0485509 0.0471606 0.0457524 0.0445268 0.0428205 0.0084853 0.00537498 0.0343352 0.0173192 0.00579378 0.0115254 0.017016 0.0153877 0.00311031 0.0135908 0.00280962 0.0107812 0.0028452 0.00793601 0.00655791 0.0032228 0.0105248 0.00918155 0.00659766 0.00258389 0.00411884 0.00333511 0.00431244
internal_count=3910 3797 3661 3614 3491 3454 3411 720 570 2691 706 394 312 1985 1911 150 1281 140 1141 180 961 765 388 226 187 104 83 259 377 450
is_linear=0
shrinkage=0.00157699


Tree=1207
num_leaves=23
num_cat=0
split_feature=3 39 484 40 48 0 4 151 48 41 3 15 133 2 3 133 3 160 2 43 3 1
split_gain=0.000159543 0.000165783 0.000148312 0.000148743 0.00019771 0.000209879 0.000285358 0.00034867 0.000279159 0.000173627 0.000227304 0.00041338 0.000336313 0.00027585 0.000194788 0.000180438 0.000310642 0.00023943 0.000168882 0.000168307 0.00014235 0.000141208
threshold=0.30601500000000009 -1.0000000180025095e-35 -0.0043499999999999988 -0.080519999999999994 0.12649500000000002 -0.15291499999999997 0.0057500000000000008 -0.0088999999999999982 0.085265000000000021 0.078150000000000011 -0.10315499999999998 -1.0000000180025095e-35 -0.085714999999999986 0.10705000000000002 -0.078884999999999997 0.083815000000000014 -0.078669999999999976 0.084835000000000008 0.088300000000000003 -0.074254999999999988 -0.13309499999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 -5 10 11 -7 14 15 -12 16 -14 18 -17 -18 -13 -21
right_child=-2 2 3 4 -6 9 7 -9 -10 -11 12 20 13 -15 -16 17 19 -19 -20 21 -22 -23
leaf_value=-0.0020492789813872942 0.0018884355215795861 -0.001402618481163594 0.0017740238238740018 0.001412914895774703 -0.0020121467113031056 0.0037202948864324672 3.1243130944014565e-06 0.0037157719646465307 -0.0019325072921287413 -0.0021127806062622495 -0.00010096160278778324 -0.0011066859351185998 -0.0031608735399786753 -0.002987963834623718 0.0029414046132708932 0.0008879663722040457 0.00078709411631913207 0.002252528453165177 -0.0019461991310696458 -6.5696320810059442e-05 0.001179340836463749 -0.0023196828797821074
leaf_weight=0.0010291045164834136 0.0010079049507751283 0.0017864465855020389 0.0011825847384465673 0.0012364486889199699 0.0011482525157937564 0.0010070052198505319 0.0010665760560479853 0.0014503575546029879 0.0011886297437280202 0.0010533087689750245 0.0010003399017928377 0.0013547890722880318 0.0012317303333310523 0.0011696640268900873 0.0010459310265664148 0.0010192170725916438 0.001825947610761991 0.0011849033143898069 0.001024138739341679 0.0014041814646364118 0.0012939105394313899 0.0013010095830988666
leaf_count=59 164 605 208 57 86 107 48 63 37 110 265 123 541 251 162 301 100 71 271 109 76 96
internal_value=0 -0.000108942 -3.20689e-05 6.91515e-05 -1.84833e-05 8.62482e-05 0.000979862 0.0021425 -0.000226813 -0.00017482 -4.6137e-05 0.00103208 -0.000369037 -0.000736199 0.00145411 -0.000443265 -0.000965896 0.000489701 -0.00053253 -0.00036922 1.00561e-05 -0.00114971
internal_weight=0 0.0270045 0.0259754 0.0241889 0.0230063 0.0218581 0.00494201 0.00251693 0.00242508 0.0169161 0.0158628 0.0036557 0.0122071 0.0101608 0.00204627 0.00899113 0.00576287 0.00322826 0.00204336 0.00453114 0.0026487 0.00270519
internal_count=3910 3746 3687 3082 2874 2788 205 111 94 2583 2473 306 2167 1740 427 1489 846 643 572 305 199 205
is_linear=0
shrinkage=0.00492917


Tree=1208
num_leaves=31
num_cat=0
split_feature=158 31 1213 1429 453 4 133 14 480 42 123 42 483 43 1374 150 160 13 1 47 4 15 13 133 43 12 132 47 1374 160
split_gain=0.000907981 0.00110915 0.000875691 0.000817122 0.000845286 0.000815552 0.000848437 0.000676455 0.000681904 0.000624145 0.000916457 0.00087923 0.000820231 0.000818191 0.000735153 0.000856181 0.000761507 0.000649432 0.000726968 0.000657986 0.000621758 0.000782251 0.000866721 0.00104081 0.000829957 0.000763507 0.000539476 0.000510832 0.000503576 0.000379801
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.082704999999999987 -1.0000000180025095e-35 0.10097500000000002 0.51060500000000009 -0.26719999999999994 0.077685000000000018 0.086640000000000009 -1.0000000180025095e-35 0.083745000000000014 -0.082904999999999993 0.089540000000000022 0.0016850000000000001 0.090240000000000015 -0.099594999999999975 -0.10117499999999999 -0.5337599999999999 0.12864500000000004 0.10887000000000001 0.25367000000000006 -0.10469999999999999 -0.45122499999999993 0.093130000000000004 -0.4045149999999999 0.099170000000000022 0.080815000000000012 0.08801500000000001 -0.094679999999999986 -0.081669999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 9 11 12 13 14 26 15 -11 -17 -18 19 20 21 27 -23 24 -24 28 -8 -19 -26 -30
right_child=-2 2 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0014286672978301707 -0.0013493157001238326 -0.0011679136566964475 -0.0010904300258052842 -0.00096491218643069646 -0.0012646480592839872 0.0012147677452522729 -0.00059525591677659132 -0.00087232221136717975 -0.001053162119797818 0.0012395113664453597 0.0012201224741919959 -0.0013255444145557293 -0.0011495304172272104 0.00093444689099061019 -0.0010117255644172905 -0.00081108236132103697 -0.0008357532861338453 2.184702775630619e-06 0.00093147172097478726 -0.00091936202043660256 0.00081663394222692722 0.0012843011232653199 0.0014288239047429987 -0.00071818523768267441 -0.00031160301406077141 -0.00068264993927044399 0.00041289483012902901 -0.0014286336526596751 0.0010165848550633867 0.00028546837096135461
leaf_weight=0.0010459426263038632 0.0010822952016109602 0.0014083768509633434 0.0014402920405588429 0.0018048283703661063 0.0010596762392651718 0.0011475234376971946 0.0038891340424338505 0.0016382140373893952 0.0010981402697456946 0.0014926740087535242 0.0015857862564239147 0.001360725527284834 0.0010229632013696302 0.0013350358044021959 0.0010876902154421933 0.0016540128192052963 0.0012366236167338221 0.0010045071272912721 0.0026825007874089471 0.0011181320397817265 0.0029714902067228257 0.0014128825698662686 0.001131004173657856 0.0026082131629067131 0.0026437080598924459 0.001929654946308367 0.001500718726292094 0.0010320778792847207 0.0016244821091695458 0.013462278749632576
leaf_count=110 167 328 179 212 27 137 286 97 203 24 133 271 144 23 45 176 12 23 90 45 89 11 4 235 51 51 94 42 72 529
internal_value=0 -2.93964e-05 -5.50779e-05 -2.80439e-05 -9.78307e-07 2.31601e-05 -2.00939e-06 3.10787e-05 6.01635e-05 8.47202e-05 0.000155141 -0.000278467 0.000113041 -6.6599e-05 0.00014608 0.000179217 0.00013587 0.000180803 0.000218193 0.000156349 0.000196683 0.00012807 0.000197919 0.000132322 0.000239016 0.000170569 -0.000314552 -0.000722909 0.000263427 0.000364192
internal_weight=0 0.0604293 0.0593833 0.057975 0.0565347 0.055475 0.0543275 0.0525227 0.0508844 0.0497863 0.0417007 0.00808561 0.0401149 0.00672489 0.0390919 0.0380042 0.0365116 0.0348576 0.0336209 0.0309384 0.0298203 0.0268488 0.0248122 0.0233993 0.0207911 0.0196601 0.00538985 0.00203659 0.0177305 0.0150868
internal_count=3910 3743 3633 3305 3126 3099 2962 2750 2653 2450 1776 674 1643 403 1499 1454 1430 1254 1242 1152 1107 1018 953 942 707 703 380 65 652 601
is_linear=0
shrinkage=0.00142833


Tree=1209
num_leaves=23
num_cat=0
split_feature=2 50 48 15 158 157 130 133 0 39 457 0 2 1 16 12 1 16 4 4 43 12
split_gain=0.000139428 0.000181865 0.000210391 0.000241045 0.000404193 0.000160541 0.000150298 0.000442071 0.000136188 0.000221519 0.000195515 0.000251146 0.000343112 0.000284377 0.000346837 0.000265871 0.000230015 0.000224996 0.000193428 0.000183462 0.000207188 0.000167634
threshold=0.14808000000000002 0.10625000000000001 0.12649500000000002 -0.26361999999999991 0.084965000000000027 -0.082104999999999984 -0.0015749999999999998 -0.083144999999999983 -0.017269999999999997 0.088025000000000006 -0.066264999999999991 -0.10575999999999998 0.099675000000000014 0.077800000000000022 -0.110495 0.088285000000000016 0.087720000000000006 -0.088504999999999986 -0.49837999999999999 0.05309500000000001 -0.083094999999999988 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 10 -8 12 13 -12 -15 19 -16 -17 -10 20 -13 -19
right_child=-2 -3 -4 4 -6 6 8 -9 18 -11 11 15 -14 14 16 17 -18 21 -20 -21 -22 -23
leaf_value=0.0019436335117870684 0.0015719446993734114 -0.0017545815498324585 -0.0019246519582611255 -0.0015866817323458798 -0.0024446997648583388 0.0011189769586284395 -0.0013612688134488763 -0.0029607323024113614 -0.00010428245191748652 -0.0016972950818348838 -0.0015693021677653891 -0.00025251583768374234 0.00274060478003478 0.0028980038614833501 0.001480000702439539 -0.0010023003630871892 -0.0014255654931444618 0.0026993524415475502 0.0019746246084584454 0.00034782375640103879 -0.0029229537228474068 0.00042823851713186619
leaf_weight=0.0012468511984837739 0.0010014962595920043 0.0012031214475033821 0.0010582132719955109 0.001024474624174084 0.0012581797912607487 0.0010066357199738918 0.0012666126553642085 0.0010289604627963097 0.0014956577536879845 0.0011720032087999552 0.0010330658891248793 0.0010099096482767411 0.00172968770120141 0.0012357502021012046 0.0010064329620181334 0.0010276160744247757 0.0010843264538946684 0.0011111238967503375 0.0020093061413266706 0.0012867074489211205 0.0012400352186078666 0.0014162266846460547
leaf_count=211 173 390 72 237 327 79 137 219 113 82 50 142 138 49 46 131 34 208 114 39 415 504
internal_value=0 -9.12606e-05 -1.35383e-05 6.83735e-05 -3.13663e-05 0.000105504 0.000187432 -0.000943249 0.000307781 0.000132814 0.000281276 0.000439116 0.00109113 0.000436685 0.00105965 -0.000120737 -2.69074e-05 0.000724569 0.0010875 -0.000970419 -0.0017243 0.00142671
internal_weight=0 0.0269509 0.0257478 0.0246896 0.0234427 0.0221845 0.0211601 0.0020356 0.0191245 0.0156195 0.0144475 0.0131809 0.00608926 0.00435958 0.00332651 0.00709162 0.00209076 0.00355497 0.00350496 0.00353665 0.00224994 0.00252735
internal_count=3910 3737 3347 3275 3064 2737 2500 298 2202 1975 1893 1756 317 179 129 1439 80 843 227 596 557 712
is_linear=0
shrinkage=0.00437696


Tree=1210
num_leaves=22
num_cat=0
split_feature=1 0 133 147 52 39 151 50 47 49 16 16 43 16 151 0 1 15 0 2 12
split_gain=0.000130831 0.00027155 0.000194355 0.000187007 0.000252368 0.000276384 0.000208889 0.000239065 0.000297451 0.000179189 0.000166014 0.000248897 0.000189272 0.000163535 0.000222908 0.000338951 0.000212611 0.000205504 0.000150931 7.07444e-05 3.64666e-06
threshold=0.076710000000000014 -0.087614999999999985 0.084285000000000013 0.088505000000000014 -0.27466499999999994 0.085220000000000004 0.056555000000000001 0.10625000000000001 0.10933000000000002 -0.065249999999999989 -0.089559999999999987 0.18936500000000003 -0.091614999999999988 -0.013279999999999998 -0.0088999999999999982 -0.10575999999999998 0.092550000000000007 -0.10469999999999999 -0.076099999999999987 0.090420000000000014 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 13 -3 -11 12 -12 14 17 19 -17 -6 -15 -16 -13
right_child=3 9 -4 -5 5 -7 -8 -9 -10 10 11 20 -14 18 15 16 -18 -19 -20 -21 -22
leaf_value=-0.0028011240668656462 -0.0017353570869734424 0.0018832059043490626 -0.00048771714741890681 0.0021537324762418986 0.00062003986809188415 0.0020670447934111832 -0.0017380127963592563 -0.0017912866553813922 -0.0019268748945164428 0.0013701571155671204 -0.0032181087371067943 0.00030619124891155959 -0.00052400955426658898 0.0007795551463923734 0.0014335292025126523 0.0013439998186057652 -0.0013278198160707557 -0.002108842942174846 0.002939253596010731 0.0030874608740045191 0.0006953662232324952
leaf_weight=0.0014944010749890699 0.0014923453304812569 0.0010012655254540981 0.0016470147244319853 0.001001940832908276 0.0011003317517279676 0.0016408263285139493 0.0012783873979991265 0.0011426616974717372 0.0010418856066998225 0.0010857891062215352 0.0010116533661114202 0.001028194966432916 0.0012675042740817044 0.0018436978193902831 0.0012008417199400618 0.0010786160445523368 0.001589456869247774 0.0012974000436090111 0.0011235937140539626 0.0010422184594207629 0.0010498698406339602
leaf_count=358 198 59 272 138 39 297 66 206 84 145 199 134 753 180 83 188 155 66 135 67 88
internal_value=0 -0.000468502 -0.00158823 0.000204092 8.83144e-05 0.000265269 5.00873e-05 0.000233535 0.000437959 7.73344e-05 -0.000254863 -0.000659807 -0.00171984 0.000677727 0.000304375 0.000871163 -0.000247689 -0.000856544 0.00159735 0.00220201 0.000502808
internal_weight=0 0.00958569 0.00314142 0.0178742 0.0168723 0.0153799 0.0137391 0.0124607 0.011318 0.00644428 0.00544301 0.00435722 0.00227916 0.0102762 0.00730886 0.00491113 0.00266807 0.00239773 0.00296729 0.00224306 0.00207806
internal_count=3910 2008 630 1902 1764 1566 1269 1203 997 1378 1319 1174 952 913 598 493 343 105 315 150 222
is_linear=0
shrinkage=0.00464487


Tree=1211
num_leaves=31
num_cat=0
split_feature=31 1429 4 480 133 1374 2 0 1 16 3 41 4 12 52 12 131 2 52 1186 130 0 52 52 1 43 1374 15 4 13
split_gain=0.000796247 0.000460527 0.000474854 0.000643439 0.000475231 0.000454754 0.000530973 0.000661897 0.000811564 0.000603025 0.000746283 0.000555658 0.000594217 0.000876449 0.000571471 0.000432597 0.000659484 0.000420374 0.000452655 0.000427879 0.000834153 0.000538459 0.00056769 0.000531769 0.000496939 0.000677944 0.000497377 0.000372578 0.00033792 0.000295238
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.090240000000000015 0.10910500000000002 0.076335000000000014 0.091035000000000019 -0.17157499999999998 0.11265500000000002 0.078535000000000008 0.15927500000000003 0.10595000000000002 0.042815000000000006 0.10007000000000001 0.088495000000000004 0.10325000000000002 0.15091000000000002 0.085080000000000003 -1.0000000180025095e-35 -0.077944999999999987 -0.098644999999999983 0.084890000000000007 0.092730000000000021 -0.0037249999999999996 -0.094679999999999986 0.083185000000000023 0.0057500000000000008 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 11 8 -8 10 -10 12 13 15 29 16 17 18 19 20 -6 23 -23 24 25 -22 -27 28 -28 -14
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0011992178744933716 -0.00098297907821530937 -0.00088519489567925966 0.00087918016427129494 -0.0011614327995212999 -0.001168641888745593 -0.00092401055788695447 -0.00094377849116337119 0.0012436328223454211 0.00056716292326772829 0.00066221123733699381 -0.00095243723040568118 -0.00092345769104715042 0.0011895668942248339 -0.0012665043934386132 -0.00036723584141560032 0.00068717704275278869 -0.0010133418289280346 -0.00077894218275276206 0.00074483460245752895 0.00077602141390319145 -0.00056419172639540023 -0.00024984694393540583 0.00077849633781681363 -0.0011281461171490524 -0.00074194462726623485 -0.00048182035229350165 0.00035596927633214568 -0.00023979026093010489 0.0011507827776792183 0.00037109727034379507
leaf_weight=0.0010196812281291203 0.0010182325183315513 0.0012335233264659786 0.0010975097349090737 0.0010042072397089532 0.0013246174211304076 0.0010283037082716709 0.0011152330255840281 0.0012944977109610187 0.0012585488122551789 0.0043231272856889538 0.0012764641816840339 0.0014126807476371175 0.001498612944355493 0.0012202687436662632 0.0013026018473887291 0.0014643425966800452 0.0014469737699620002 0.0014115635821976271 0.0015267530304272072 0.0011686386726190703 0.0026472377703191117 0.0016661525355592399 0.0028588815531112163 0.0010267657249096738 0.0018661982664736074 0.0014296936278697103 0.0032054293624608063 0.0012615196671013074 0.0015590837281607151 0.002041491606353584
leaf_count=113 179 223 142 229 147 65 184 43 81 175 54 106 33 108 63 81 322 84 144 54 464 69 231 221 49 11 79 78 14 64
internal_value=0 -5.12836e-05 -3.10863e-05 -5.28642e-05 -2.80536e-05 -3.82335e-06 1.83848e-05 0.000314875 0.000164089 0.000344244 -0.000198007 -6.40349e-05 -2.60076e-05 -0.000106788 0.000425781 -5.20725e-05 -9.64387e-05 -3.86353e-05 9.87642e-06 -4.61887e-05 -9.7175e-05 -1.61701e-05 0.000399852 -0.000161024 -7.80606e-05 4.45707e-05 0.000260718 0.000436888 0.000616055 0.000717576
internal_weight=0 0.0479892 0.0469709 0.0458734 0.0448692 0.0436357 0.0426074 0.00926787 0.00797337 0.00685814 0.00253501 0.0333395 0.0319268 0.0270841 0.00484271 0.0258639 0.0243995 0.0229525 0.021541 0.0200142 0.0188456 0.017521 0.00452503 0.0129959 0.0119692 0.010103 0.00745573 0.00602603 0.00476451 0.0035401
internal_count=3910 3797 3618 3476 3247 3024 2959 537 494 310 135 2422 2316 2156 160 2048 1967 1645 1561 1417 1363 1216 300 916 695 646 182 171 93 97
is_linear=0
shrinkage=0.00140032


Tree=1212
num_leaves=31
num_cat=0
split_feature=453 155 1213 1348 1456 14 1 157 42 42 43 49 16 42 16 16 0 52 51 3 16 0 14 3 1 1 13 160 1374 133
split_gain=0.000779855 0.000716418 0.000684761 0.000561669 0.000673854 0.000622655 0.000475716 0.000528583 0.000510012 0.000650284 0.000685797 0.000771652 0.000705236 0.000734844 0.000609026 0.000602832 0.000461375 0.000431819 0.000402072 0.000380931 0.000881891 0.000528053 0.0004715 0.000375828 0.000359502 0.00106369 0.00041359 0.000732416 0.000638346 0.000533982
threshold=0.096095000000000014 0.10222000000000002 -0.082704999999999987 0.084895000000000012 -1.0000000180025095e-35 0.077685000000000018 0.10871500000000002 -0.071454999999999977 0.092145000000000019 0.091330000000000008 0.0016850000000000001 -0.085974999999999982 0.25185000000000007 -1.0000000180025095e-35 0.26364000000000004 -0.090494999999999978 -0.07773999999999999 -0.036004999999999988 -0.40274499999999996 0.11265500000000002 -0.072359999999999994 -0.037619999999999994 -0.24487499999999998 -0.115685 0.094485000000000013 0.092730000000000021 -0.028919999999999998 -1.0000000180025095e-35 -0.094679999999999986 0.086975000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 9 10 11 -6 13 16 15 -10 -13 -12 -9 21 22 23 -21 -20 25 26 27 -15 -28 -29
right_child=-2 -3 3 -5 5 -7 7 18 14 -11 17 12 -14 24 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.0011593467208166656 -0.0012479523490917534 -0.0011609823214623928 -0.00086529467240461274 0.00096685115692519096 -0.00088324420724816648 -0.00094761490411558432 0.0012688214274342911 -0.00056611542929302654 -0.00016917578228328037 0.0011193409854427371 0.0012108454520800003 -0.0011391759322000093 -0.0010075315227410628 -0.0012239439704784189 0.0004181164983976515 -0.0014250126117094 -3.8724718871147346e-05 0.00024107805980361449 -0.00042705532342079879 -0.00018826229485358352 -0.00070855434757237498 0.0014570944221026889 0.00097291923239325019 0.00058743763331248547 0.00059281308944706844 -0.0013588306480005136 -0.00052586548454271924 0.00047824549729438132 0.00061997863283890712 -0.00075810552604831832
leaf_weight=0.0010527114672913554 0.0011211639117618679 0.0011444305658093725 0.0018283461358493949 0.0013168618237351373 0.0024639491433131591 0.001330462396804232 0.001098070127448115 0.0012590296785219843 0.0015840793842785139 0.0011434299316164234 0.0012331665089106991 0.0016024902932666729 0.0014346534267177793 0.001038587604948348 0.0011583188934665145 0.0016630649589313143 0.0016324334697159762 0.0046478072501651138 0.0010259202852580546 0.001224050938666954 0.0020863345769459585 0.0011411864127016651 0.0018855794152827787 0.0031699880355584575 0.0034634217730165054 0.0010262666311930966 0.0012580256479850505 0.0028364266326641472 0.0057424687428291321 0.0010039103729790888
leaf_count=354 36 181 328 79 103 99 75 29 89 41 36 395 97 289 45 304 109 242 35 22 49 89 115 186 135 29 11 143 107 58
internal_value=0 -2.04513e-05 4.0142e-06 2.74315e-05 3.16605e-06 3.54701e-05 6.28203e-05 0.000302025 -2.54468e-05 4.14271e-05 -5.1875e-07 -0.000111856 -2.15143e-05 5.0644e-05 -0.000488839 -0.000812368 -0.000583857 0.000444426 0.000211998 0.000305007 2.42096e-05 0.000578379 0.000515841 0.000339389 0.000176036 6.41886e-05 0.000187124 -0.000138501 0.000414064 0.000155048
internal_weight=0 0.0544955 0.053351 0.0522983 0.0509815 0.0491531 0.0478227 0.0128902 0.0349325 0.030527 0.0293836 0.0235026 0.0210387 0.019604 0.00440546 0.00324714 0.00323492 0.00588097 0.0117921 0.0105331 0.00519596 0.00533709 0.00310963 0.00419591 0.0163691 0.0129057 0.0118794 0.00487892 0.00700049 0.00384034
internal_count=3910 3874 3693 3339 3260 2932 2833 600 2233 1795 1754 1476 1373 1276 438 393 504 278 525 496 186 310 137 221 772 637 608 490 118 201
is_linear=0
shrinkage=0.00145689


Tree=1213
num_leaves=20
num_cat=0
split_feature=401 38 124 483 3 457 3 43 16 15 16 2 0 2 484 1 52 4 13
split_gain=0.000133593 0.000144432 0.000313476 0.000195955 0.000134786 0.000149396 0.000233592 0.000161572 0.000272262 0.000474912 0.000290019 0.000216241 0.000165202 0.000153162 0.000114372 0.00020049 0.000458152 0.000485707 6.34856e-05
threshold=0.083100000000000021 1.0000000180025095e-35 -0.048219999999999992 0.086680000000000021 0.15165000000000003 0.082870000000000013 0.090325000000000003 -0.15109999999999998 0.15737500000000001 -0.021529999999999997 -0.38486499999999996 0.11260500000000001 -0.017269999999999997 0.10796500000000002 0.084225000000000008 0.095575000000000007 0.071660000000000015 0.05309500000000001 -0.012339999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 12 10 -10 13 14 -4 -9 15 16 17 -12 -18
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11 11 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.001745584615933559 -0.001470114917758649 -0.0014514420962945462 -0.00014835489749926819 -0.0017756153927256573 0.0011152528572466024 -0.00033475034734665928 0.001652161335685865 -0.00042812185128014523 0.00012639944837971204 -0.0031952759597843774 -0.0029526648856120752 0.0017994370624020604 0.0017778289970919849 -0.0023928124980833526 0.0012000067752228568 0.0011643896306349003 0.0015776027063902649 0.00037335490152695628 0.00018229149907527056
leaf_weight=0.001738648795915009 0.0010101176419495669 0.0010370817830391834 0.0017662425753440791 0.001010212024473745 0.0017723674438853134 0.0019087268938813287 0.0019619568377677865 0.0014870991390640792 0.0014263574639583332 0.0013892915186728408 0.0017769229817824299 0.001252187583010711 0.0012386173220377801 0.0011509248708719833 0.0010853830488892907 0.0013556106683246805 0.0010138197058845791 0.0012045803127721244 0.001124661401737892
leaf_count=262 354 94 156 336 119 134 74 143 257 181 584 105 36 79 177 130 375 62 252
internal_value=0 2.79879e-05 8.77726e-05 -3.27021e-05 4.41354e-05 -4.56565e-05 0.000672368 -0.00020657 -0.000386058 -0.00151257 -0.000109067 0.000243007 0.000645627 -0.00128528 -1.47567e-05 -0.000218365 -0.000584475 -0.00160889 0.000843786
internal_weight=0 0.0267007 0.0256636 0.023925 0.0229147 0.0211424 0.00387068 0.0172717 0.0142668 0.00281565 0.0114512 0.00881317 0.00300486 0.00263802 0.00756098 0.0064756 0.00511998 0.0029815 0.00213848
internal_count=3910 3556 3462 3200 2864 2745 208 2537 2345 438 1907 1685 192 222 1580 1403 1273 646 627
is_linear=0
shrinkage=0.00404364


Tree=1214
num_leaves=21
num_cat=0
split_feature=1186 130 0 1 15 15 48 42 133 147 151 11 156 1 13 1 3 13 2 3
split_gain=0.0001263 0.000187314 0.000228849 0.00015404 0.000296596 0.000216685 0.000197776 0.000569906 0.000151483 0.000169261 0.000306529 0.000219111 0.000264161 0.000217596 0.000188731 0.000141219 0.000157045 0.000242475 0.000112697 0.000100634
threshold=0.085080000000000003 -1.0000000180025095e-35 0.18055000000000002 0.076710000000000014 0.090505000000000016 0.083935000000000023 0.086065000000000016 0.083875000000000019 0.048655000000000011 1.0000000180025095e-35 0.056555000000000001 0.08184000000000001 0.084090000000000012 0.086560000000000012 -0.094679999999999986 0.094485000000000013 0.11265500000000002 -0.013104999999999999 0.082715000000000025 0.013395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 6 7 19 9 10 11 12 13 -5 -15 18 17 -17 -16 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21
leaf_value=-0.0016382067639858053 0.0014860127986734701 0.0004904783203906356 0.0019454009213144428 0.0022052407247342676 -0.0019283014527018702 0.00060090599261584433 0.00019166416980567487 -0.004377110518871955 0.0018859088809872406 0.0017405475300006157 -0.0019466025700029259 -0.0016787179245573655 -0.0016327463305134736 0.0017281782048755964 -0.001799368594853163 -0.00029490988629304231 -0.00068988747072922809 0.0021931788687775846 0.00014739329014277767 -0.001308192025162737
leaf_weight=0.0014091878790482562 0.0010172818647831141 0.0010553261628896684 0.0011092423603116233 0.0014964131354637819 0.001232550445045332 0.0019539840909085782 0.0015347628055235735 0.0010565734050813937 0.0010770162315830731 0.0012257927327412608 0.0013371345368327079 0.0010177769988763971 0.0010586047169005583 0.0016310974493304918 0.0011292563386009436 0.0013555692153305364 0.0013993272640178134 0.0016807843048282601 0.0011496463156603909 0.0013689246799533095
leaf_count=309 90 277 39 88 312 716 250 455 270 125 72 154 150 137 125 128 54 98 29 32
internal_value=0 -8.58e-05 2.16348e-06 -8.8555e-05 0.000138497 -0.000635566 -0.00111727 -0.00169441 0.000302231 0.000184449 4.0551e-05 0.00026349 0.00044483 0.000668292 0.000392711 6.83011e-05 0.000523282 0.00108238 -0.000817279 -0.000525194
internal_weight=0 0.026279 0.0248698 0.0237605 0.016791 0.00696957 0.00501559 0.00348082 0.0155584 0.0144814 0.0132556 0.0119185 0.0109007 0.00984209 0.00834568 0.00671458 0.00443568 0.00303635 0.0022789 0.00242425
internal_count=3910 3820 3511 3472 1742 1730 1014 764 1430 1160 1035 963 809 659 571 434 280 226 154 309
is_linear=0
shrinkage=0.00437696


Tree=1215
num_leaves=31
num_cat=0
split_feature=453 155 14 51 1 0 128 157 3 16 131 42 51 50 0 0 0 52 159 49 133 15 2 4 42 3 16 12 0 15
split_gain=0.000750441 0.000604536 0.000588484 0.000615935 0.000694372 0.000596658 0.000568738 0.00049722 0.000496557 0.000659262 0.000572172 0.000518761 0.000459782 0.000601947 0.000412954 0.000405187 0.000741727 0.000714025 0.000837137 0.000509358 0.00053147 0.00064777 0.000580845 0.000487814 0.000384673 0.000376932 0.000411109 0.000398675 0.000353282 0.000303343
threshold=0.096095000000000014 0.10222000000000002 0.077685000000000018 -0.40274499999999996 0.10871500000000002 -0.017269999999999997 0.086435000000000012 -0.062769999999999979 -0.15121499999999996 0.0054700000000000009 0.092255000000000018 0.09901500000000002 0.12342500000000002 0.12263000000000002 -0.21145499999999998 -0.076734999999999984 -0.082994999999999985 0.11401500000000002 0.092630000000000018 -0.085974999999999982 -0.090054999999999982 -0.008624999999999999 0.081110000000000015 -0.49269499999999994 0.081685000000000021 0.090325000000000003 -0.09601999999999998 0.092720000000000011 -0.10131499999999999 -0.11739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 8 -6 9 -5 11 15 14 -14 -9 16 19 18 23 24 -21 28 -23 -17 -10 27 -27 -16 29 -22
right_child=-2 -3 -4 4 5 -7 -8 12 10 -11 -12 -13 13 -15 25 17 -18 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00075803929043095322 -0.0011490027976227178 -0.0010037085582919442 -0.00079560517187591835 0.0011479347034237307 0.0010823116200323534 0.0012411075874803651 -0.0010079338315892774 0.0010756402582650256 -0.001002876737995562 -3.8125130739436589e-05 -0.00085572777171804486 -0.00070745578733588969 -0.0011188443140601788 0.0002966800529461535 0.0010246756632468794 1.8028268519476464e-05 -0.00095538403928285961 -0.00075816294570858961 -0.00061486506808360682 -0.00063438601289958279 -0.00042541452968435485 -0.00018114314911871503 0.00091201577725131839 0.00090836932621263667 7.7860391758214752e-05 0.0002113377819784879 -0.00085221817260792282 0.00010140086213956103 -0.00050676620693186473 0.00024180969206579923
leaf_weight=0.0016784818743245103 0.0010567533113032814 0.0010718395313059617 0.0015624819919817226 0.0015369083010483555 0.0011612728054410945 0.0012270896737031087 0.0010301577023461008 0.0010875664625285015 0.0014469332851660957 0.0018967218772729666 0.0015063443409357715 0.0017928274308975081 0.001062585477697553 0.0011155962445492662 0.0014108882708008235 0.0015278561520584155 0.0015503180385524331 0.0010038467898678682 0.0011017062673728262 0.0016104948732278959 0.0015127147730362722 0.0012148073483664304 0.0032000373910328617 0.0041234443524795833 0.0010152629753390485 0.0017403603568011405 0.001059050116145599 0.0021208017201530538 0.0020396123602448068 0.0067083000552479091
leaf_count=138 36 181 125 46 71 129 201 29 40 49 261 305 22 40 129 43 407 61 54 194 61 61 275 161 53 77 40 75 414 132
internal_value=0 -3.33939e-06 1.76665e-05 4.3347e-05 7.14854e-05 0.000351914 -2.23492e-05 0.000250491 6.83622e-06 0.000492761 -4.63773e-05 -5.53192e-06 0.000149836 -0.000393857 0.000309469 3.93233e-05 -6.06669e-05 0.000300982 0.000458426 1.33188e-05 9.95796e-05 0.000180125 0.000611218 0.000667661 -0.000557245 0.000177855 -0.000191018 0.000470243 -5.36083e-06 0.000119037
internal_weight=0 0.0521163 0.0510445 0.049482 0.0478035 0.0119852 0.0358183 0.0107581 0.0347881 0.00343363 0.0313545 0.0298482 0.00959685 0.00217818 0.00741867 0.0280553 0.0202985 0.00775685 0.00675301 0.0187482 0.016286 0.0146755 0.00441484 0.0056513 0.0024622 0.0063311 0.00279941 0.00353169 0.0102606 0.00822101
internal_count=3910 3874 3693 3568 3430 612 2818 483 2617 95 2522 2261 412 62 350 1956 1637 319 258 1230 1137 943 336 204 93 321 117 204 607 193
is_linear=0
shrinkage=0.00134594


Tree=1216
num_leaves=22
num_cat=0
split_feature=45 15 16 15 13 15 484 484 48 160 3 12 48 160 12 457 4 3 0 4 42
split_gain=0.000130608 0.000187187 0.000294697 0.000210261 0.000162457 0.000200915 0.000239997 0.000224369 0.000189903 0.000171491 0.000181328 0.000187986 0.00014808 0.000130233 0.000194377 0.000159412 0.000156984 0.000121865 0.000352598 0.000114855 0.000113565
threshold=0.08179500000000002 -0.15202999999999997 -0.11807499999999999 -0.11739999999999999 -0.45122499999999993 -0.106555 0.087495000000000017 0.073820000000000011 0.093225000000000016 -1.0000000180025095e-35 -0.15002999999999997 0.10371500000000002 0.11379500000000002 0.087825000000000014 -0.023959999999999995 0.097330000000000014 0.074650000000000008 -0.083144999999999983 -0.084154999999999994 -0.0025899999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 8 9 -7 -11 13 -10 14 -12 -15 17 20 19 -19 -16
right_child=-2 3 -4 4 5 6 -8 -9 12 10 11 -13 -14 15 16 -17 -18 18 -20 -21 -22
leaf_value=0.0024222222469462945 -0.0015174306030297199 -0.0018319070344109472 -0.00040196778727871415 0.001417206517900305 0.0016226273160264925 -0.0017223149748694538 -0.0021751129349606205 0.0016768170739965978 0.0021243164130799919 0.0012485086224194174 -0.001672515554066863 -0.0020763796215748785 -2.1837837303921938e-05 -0.0023639772901246584 -0.00041169280354931922 -3.6325479617182994e-06 0.0012816776497591611 0.0012565935837020928 -0.0025227212497958293 -0.00048652706546875623 0.001356641021614112
leaf_weight=0.0013937936951214924 0.0010000896822290875 0.0011619739419594334 0.0012319169296144258 0.001351883930334803 0.0011500244285160789 0.0014919080929748788 0.0010185323845475483 0.0012063636098937893 0.0010203705588442127 0.0013419912511549665 0.0011073325812908071 0.0010569396251390592 0.0012863352655926308 0.0010189703771969491 0.0011268171615862743 0.0010068067945070425 0.0018582743066402063 0.0011532648833944559 0.0011577383809659985 0.0015933400499756308 0.0014963635881557443
leaf_count=248 70 154 167 43 54 579 254 122 130 165 131 216 82 215 401 20 80 182 414 63 120
internal_value=0 3.16094e-05 0.00109718 -8.6919e-05 3.42577e-06 -8.71927e-05 -0.000185799 -7.87225e-05 -0.000198262 -0.000366781 -0.000221476 -0.000378341 0.000927513 -0.000222534 -1.58921e-05 -0.00119089 0.000202863 -0.000104257 -0.000575428 0.000245387 0.000597033
internal_weight=0 0.0262309 0.00262571 0.0236052 0.0224433 0.0210914 0.0199413 0.0189228 0.0177165 0.0154097 0.0139178 0.0125758 0.00230671 0.0115189 0.00949313 0.00202578 0.0083858 0.00652752 0.00390434 0.0027466 0.00262318
internal_count=3910 3840 415 3425 3271 3228 3174 2920 2798 2586 2007 1842 212 1626 1391 235 1260 1180 659 245 521
is_linear=0
shrinkage=0.004207


Tree=1217
num_leaves=31
num_cat=0
split_feature=31 52 133 160 1 48 43 40 48 14 51 12 0 0 12 159 3 3 403 1 1 15 12 48 151 2 1 42 42 12
split_gain=0.000751303 0.000427088 0.000499643 0.000654352 0.000556309 0.000484569 0.000422246 0.000609689 0.000703011 0.000829099 0.000651701 0.000554312 0.000418843 0.000332433 0.000673143 0.00039764 0.000406258 0.00048047 0.000481246 0.000498911 0.000463103 0.000427683 0.000520833 0.00118265 0.000517077 0.00043308 0.000688278 0.000423796 0.000524002 0.00031457
threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 0.10113500000000002 -0.084204999999999988 -0.24333999999999997 -0.012844999999999997 0.11930500000000001 -0.24487499999999998 0.11975000000000001 0.092475000000000016 -0.14293499999999998 0.18055000000000002 0.10595000000000002 0.09141500000000001 -0.12008499999999998 0.099570000000000006 -1.0000000180025095e-35 0.092730000000000021 0.091845000000000024 0.085120000000000015 0.084100000000000022 0.086870000000000017 -0.044604999999999992 0.086545000000000025 0.079945000000000016 -0.088669999999999985 0.091230000000000019 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 13 -6 -7 -8 9 12 -10 -11 -9 14 15 16 -5 18 -18 20 21 22 24 -24 -20 26 -26 -23 -29 -13
right_child=1 2 3 4 5 6 7 8 10 11 -12 29 -14 -15 -16 -17 17 -19 19 -21 -22 27 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012898665665520182 -0.0010430816100649007 -0.00098654945213342941 -0.0010880667378674077 0.00054612829920050975 -0.00076431397594939332 -0.00032766313663940445 0.0014571256204096894 -0.00082701266917179406 -0.0012921199864688248 0.0012699445478854506 0.00027073098458434196 -0.00026269172231801498 0.00048889926926737066 0.00055559025929459156 -0.0013612805677356999 -0.00082361560241782361 -0.0011881214889792702 0.00064562279491712604 -0.0009389580893572957 -0.00091062097700419457 0.00090320158013303532 0.0010491085835008141 -0.0014318875554532103 0.0004468203103425789 0.00048841865674324693 0.00057786375377229542 -0.0012308911189277284 -0.00064865497843808937 0.0007617907206818776 0.0008616358420452633
leaf_weight=0.0010073320780867858 0.0010325073616805893 0.0012861651946083344 0.0013011540299560078 0.0024644054969296036 0.001022029886854626 0.0019557406259096419 0.0012764860263885245 0.0012644213911698898 0.0010757035071193863 0.0033819938716277403 0.001566606588085051 0.0011971117438838164 0.0010652711473252436 0.0016811198016455356 0.0010582815865905057 0.0016899208647768163 0.0010984877463824363 0.0017799294564184711 0.0012011755275145308 0.0017569215317441147 0.0011495080053318682 0.0012720312612550799 0.0022647431958018605 0.0012391526578777734 0.0011751282446663749 0.0029322715630422103 0.0010573239855489192 0.0014640595036619084 0.0011046809524395407 0.0011822717138834093
leaf_count=113 275 229 290 116 28 32 178 16 43 218 32 56 63 29 165 206 706 39 72 103 19 33 355 83 40 77 34 138 60 62
internal_value=0 -6.02047e-05 -3.71216e-05 -8.50913e-06 2.54392e-05 0.000263317 0.000338521 0.000447005 0.000326875 0.00055299 -0.000365517 0.000867702 -0.000225301 -0.000109663 -0.000154926 -0.000100944 -4.53307e-05 -0.000120097 -0.000197031 -0.000131514 -3.9399e-05 -0.000118428 -0.000288767 -0.000767483 -2.52747e-05 0.000187223 -0.000325873 0.000319302 -4.2096e-05 0.000295966
internal_weight=0 0.0449966 0.0439641 0.0426779 0.0413768 0.0149876 0.0139656 0.0120099 0.0107334 0.00809107 0.00264231 0.00576138 0.00232969 0.0263891 0.024708 0.0236497 0.0219598 0.0194954 0.0177155 0.016617 0.0148601 0.0137106 0.0098698 0.0035039 0.0063659 0.00516472 0.00223245 0.00384077 0.00256874 0.00237938
internal_count=3910 3797 3522 3293 3003 728 700 668 490 415 75 336 79 2275 2246 2081 1875 1759 1720 1014 911 892 661 438 223 151 74 231 198 118
is_linear=0
shrinkage=0.00154607


Tree=1218
num_leaves=31
num_cat=0
split_feature=453 9 4 155 133 1213 160 11 14 48 14 159 38 3 483 1213 402 43 4 3 49 42 2 15 130 130 1 1 133 42
split_gain=0.000859613 0.00116263 0.000811295 0.000847986 0.00075149 0.000726748 0.000732155 0.000718375 0.000686549 0.000634716 0.000617413 0.000584946 0.000668632 0.000893805 0.000746796 0.000523127 0.000564247 0.000544027 0.00183735 0.000777304 0.000496673 0.000854958 0.000791756 0.000815773 0.000618324 0.000783855 0.000788669 0.00180048 0.00124042 0.000626353
threshold=0.096095000000000014 -0.016839999999999997 0.28937500000000005 0.10222000000000002 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 0.08184000000000001 -0.46879999999999994 0.11379500000000002 0.077685000000000018 0.10856 0.10777500000000002 0.30601500000000009 0.086245000000000002 0.041025000000000006 0.10565000000000001 -0.50992999999999988 -0.51381999999999983 -0.13927999999999999 -0.014479999999999998 0.091330000000000008 0.086650000000000019 -0.03231499999999999 -0.084569999999999992 -0.081379999999999994 0.099595000000000017 0.092550000000000007 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 10 -4 -10 11 12 13 14 15 16 17 -8 -19 -20 21 22 -21 -24 -22 -26 27 28 -27 -30
right_child=-2 2 8 -5 5 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 20 24 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00145727348543011 -0.001288872553068346 -0.00099158355287274139 -0.00045793744725684273 -0.0013626560293944 -0.00089409127967661809 -0.00098939932037298592 0.00098636510465304741 -0.0010039211768429364 0.0011281937768229619 1.7493726702791035e-05 -0.00091115991717957657 -0.00092449538340863861 -0.001033324115564088 0.0014569733187111086 -0.0010958336070082668 -0.00084075599270304064 0.0012442402222611415 -0.0014570530009022948 0.001107139482211539 -0.0011490035763366832 -0.00067008167077889011 0.00076111481009584188 0.00027429537163394403 -0.00073074367334873371 0.0014575144298545094 -0.0012945311472832772 0.00075158427117145749 -0.0013925544196019264 0.00054464965766312353 -0.0002825220521253578
leaf_weight=0.0011102632786554869 0.001154615568253802 0.0018423463863638237 0.001348311463111429 0.0011125009781576259 0.0020514240669330932 0.0015653289444601528 0.0015383178157009061 0.0014025439880778192 0.0029807852163230555 0.0017234485284305379 0.0013638936291169293 0.0011886251165151842 0.001056826221145001 0.0010660943403646419 0.0010692012202288817 0.001127303427853609 0.0010035145483726629 0.0015372605887957599 0.0017838314143130271 0.0019086375273200673 0.0014612574599658359 0.0018950964798936107 0.0046514662427945561 0.0027145803066304089 0.0011918116625793109 0.0010183389487217207 0.0048300600222184178 0.0015871498839032947 0.0097258595355962651 0.0024281409954747266
leaf_count=120 36 223 45 177 565 251 26 63 260 39 58 154 27 60 251 279 29 27 43 78 60 46 69 86 10 71 110 60 298 289
internal_value=0 -2.00143e-05 -4.72715e-05 -0.000103843 -7.74241e-05 -4.45081e-05 -9.02306e-06 2.32507e-05 0.000458586 0.000721276 5.44693e-05 8.38779e-05 0.000111372 0.000139811 0.000105951 0.000137755 0.000165841 0.000137564 0.000102018 0.000170114 0.000120087 -0.000130569 -0.000312767 -9.60877e-05 0.000245962 0.000310374 0.000240583 7.33575e-05 0.000249987 0.000379396
internal_weight=0 0.0612842 0.060174 0.0541214 0.0530089 0.0511666 0.0491151 0.0475498 0.00605255 0.00470423 0.0461473 0.0447834 0.0435947 0.0425379 0.0414718 0.0404026 0.0392753 0.0382718 0.0367335 0.0351962 0.0334124 0.0111698 0.00927468 0.00736605 0.0222426 0.0207814 0.0195895 0.0147595 0.0131723 0.012154
internal_count=3910 3874 3754 3410 3233 3010 2445 2194 344 299 2131 2073 1919 1892 1832 1581 1302 1273 1247 1220 1177 279 233 155 898 838 828 718 658 587
is_linear=0
shrinkage=0.00145689


Tree=1219
num_leaves=31
num_cat=0
split_feature=14 3 1365 1429 133 160 128 1 12 133 16 47 48 50 42 51 15 0 403 2 0 4 0 160 48 52 403 4 16 16
split_gain=0.000668427 0.000520871 0.000481866 0.000478217 0.000481029 0.000530778 0.000505687 0.000586566 0.000804796 0.000564311 0.000601592 0.00060565 0.000712751 0.000802722 0.000602152 0.000559967 0.000405237 0.000402259 0.000385839 0.000486898 0.000880914 0.000645871 0.000705921 0.00100725 0.000449033 0.000615165 0.000541588 0.000371622 0.000365805 0.000355842
threshold=0.077685000000000018 0.30601500000000009 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.086435000000000012 1.0000000180025095e-35 -0.083349999999999994 -0.15498499999999996 0.10994000000000002 0.09252500000000001 0.084500000000000006 0.10119500000000002 0.095385000000000011 0.089005000000000015 -0.10469999999999999 -0.11756999999999999 -1.0000000180025095e-35 0.10393500000000001 0.10302000000000001 0.15045000000000003 -0.084074999999999997 0.086110000000000006 0.086065000000000016 0.083750000000000005 0.088825000000000015 0.26790000000000008 0.52131500000000008 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 17 -9 -10 11 12 13 27 28 29 -13 -7 -19 21 -21 22 23 -20 25 -24 -27 -11 -12 -14
right_child=-2 -3 -4 4 5 6 -8 8 9 10 14 16 15 -15 -16 -17 -18 18 19 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00076950472646689734 -0.00076635822930154333 0.0005997594884015133 -0.00078706416828863452 -0.00065898388991114036 -0.00072027678350506232 -0.00069597886806051625 -0.00059598207204746402 0.0010085698838547914 0.00094059789145567712 0.00049632062717765916 -0.00099141186262248688 -0.00056420000540423365 -0.0008296450058223804 -0.00043378843609520915 0.00034820288005575937 0.00031251982310488252 0.00015747860099491427 -0.00065218727136041703 -0.0011262761834865648 -0.0011263088408163258 0.00010400792759987436 0.0007965455390145285 -0.00062495646601698506 0.00033467638782085096 0.00091990330035992716 0.00071944974369928872 -0.0002343991048913208 0.0011262955514302064 -0.00013288367410764761 8.3902493723808003e-06
leaf_weight=0.0010087546655892501 0.0014774172207951955 0.0017846408774451197 0.0010168785526465376 0.0013030798709635629 0.0011455234426979701 0.0012892219317173154 0.0014507997333733638 0.001429255283378116 0.0010590197333470988 0.0062789001967962221 0.0014519199947766728 0.001992314615812063 0.0012841516723938184 0.0010501982129129672 0.0011973354145933257 0.0028860817447871057 0.0019556143107086746 0.0011844863622106913 0.0013709129212280506 0.0011912448718609534 0.0019407478621111807 0.0016165280965765305 0.0011369998052757173 0.001062460998904724 0.0010100618676176509 0.0019041785703812764 0.0012510901642777128 0.0014647655834433282 0.0011113099578068386 0.0012864992664631822
leaf_count=180 126 162 73 225 259 56 186 194 20 314 113 61 21 105 40 41 46 573 320 143 25 16 160 50 26 56 46 173 56 44
internal_value=0 2.95816e-06 -2.05377e-05 -2.94793e-06 1.49085e-05 3.58157e-05 5.7015e-05 8.10566e-05 0.000188536 0.000137618 9.88929e-05 0.000183631 0.000291771 0.000490176 -0.000311179 -2.79725e-05 -0.000206715 -9.46088e-05 -3.78881e-05 2.03958e-05 -0.00036394 0.000149107 1.38118e-05 -0.000488394 0.000244287 8.53001e-05 0.000341241 0.000615485 -0.00061919 -0.000410245
internal_weight=0 0.047115 0.0453303 0.0443135 0.0433047 0.0420016 0.0408561 0.0394053 0.0244474 0.0230181 0.0219591 0.0181985 0.0142506 0.00879386 0.00376057 0.00545673 0.00394793 0.0149579 0.0136687 0.0124842 0.00313199 0.00935223 0.0077357 0.00243337 0.00530233 0.00429227 0.00315527 0.00774367 0.00256323 0.00257065
internal_count=3910 3784 3622 3549 3369 3144 2885 2699 1228 1034 1014 805 698 592 209 106 107 1471 1415 842 168 674 658 370 288 262 102 487 169 65
is_linear=0
shrinkage=0.00112622


Tree=1220
num_leaves=31
num_cat=0
split_feature=453 1429 4 480 133 1 128 14 0 42 52 131 42 133 42 49 484 16 133 15 3 2 4 3 16 1 15 1 1 15
split_gain=0.000630663 0.000615644 0.000727007 0.00076575 0.000725302 0.000579296 0.000688713 0.000500134 0.00045266 0.000530622 0.00106766 0.000413075 0.000396089 0.00064511 0.000454664 0.000575985 0.000381695 0.000419532 0.000460887 0.000518449 0.000619615 0.000438837 0.000367116 0.000598699 0.000350829 0.000401068 0.000345639 0.000432576 0.000714542 0.000317924
threshold=0.093320000000000014 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.10752500000000002 0.086435000000000012 0.077685000000000018 -0.017269999999999997 0.097010000000000013 -0.27466499999999994 0.08956500000000002 0.092145000000000019 1.0000000180025095e-35 0.091330000000000008 -0.084114999999999981 0.042570000000000004 0.25185000000000007 -0.090054999999999982 -0.095799999999999982 0.10223 0.093815000000000009 0.0057500000000000008 -0.01223 -0.057604999999999996 0.092550000000000007 0.035895000000000003 0.13607500000000003 0.11167500000000001 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 11 9 10 -7 12 14 -14 15 -6 17 18 -17 24 21 22 23 29 -20 -26 27 28 -12 -21
right_child=-2 2 -4 -5 5 8 -8 -9 -10 -11 26 -13 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00097954117892609465 -0.0010549081381594975 -0.0008876583954146917 0.0011069446235412602 -0.0010455515332505523 -0.00044013475005104185 -0.001122916970382998 -0.0010427597623058826 -0.00091707486213868611 0.0011038324747473576 0.0008975924580176517 0.0010896183399210914 -0.00061278561645740511 0.00010729662242217304 -0.0011000941620037971 0.00098950289416951031 -0.00059504925322377143 0.0005615843241636979 -0.00053695258187762718 -0.00038251667525748861 0.0011081840981944432 0.0012072135326019096 -0.00046517228927844519 0.0010571886186606296 -0.00066487314152780192 0.00073829615940313267 -0.00032055104304565328 -0.00042064916949272285 0.00097405988271152084 -6.7559733960994108e-05 0.00026543659028604804
leaf_weight=0.0010980078573633581 0.0010117197962244964 0.0014752741681971484 0.0010476429677659374 0.0011988312416636579 0.0031755761109417682 0.0011046605107765126 0.0011467071454798741 0.0010061860883279197 0.0011095135915587537 0.0016938412723654936 0.0011958284016984067 0.001654540922245761 0.0019450566718890441 0.0012760304501108211 0.001005838738404651 0.0013284095562263723 0.0034861395462083547 0.0017113924353697732 0.0032320421025630597 0.0010182295955650155 0.0014340904564917878 0.0012150655035397806 0.0012020763868063611 0.0010099750747940778 0.0014193449190411005 0.0011100072934056016 0.0011181755813822747 0.0015907933534160534 0.0041662220598750466 0.0033235847679627915
leaf_count=181 43 223 178 229 139 32 169 92 104 64 40 295 112 289 36 161 274 110 86 67 42 116 32 33 59 25 33 58 147 441
internal_value=0 -2.48982e-06 1.96752e-05 -4.37946e-06 2.26642e-05 5.27223e-05 -3.82184e-05 -1.7118e-06 0.000300972 0.000219019 9.37537e-05 2.84389e-05 6.51584e-05 -0.00037101 0.000119885 8.44237e-05 0.000161936 8.45529e-05 0.000149836 0.00021596 0.000410294 0.000263188 0.000398223 0.000250212 -9.4461e-05 0.000273621 0.000260276 0.000369785 0.000190511 0.000463075
internal_weight=0 0.0494991 0.0484011 0.0473534 0.0461546 0.0446793 0.0327003 0.0315536 0.011979 0.0108695 0.00917568 0.0305474 0.0288929 0.00322109 0.0256718 0.0246659 0.0214904 0.0180042 0.0162928 0.0149644 0.00920302 0.00776893 0.00655387 0.00535179 0.00576139 0.00252935 0.00807102 0.00695284 0.00536205 0.00434181
internal_count=3910 3867 3686 3508 3279 3056 2578 2409 478 374 310 2317 2022 401 1621 1585 1446 1172 1062 901 731 689 573 541 170 84 278 245 187 508
is_linear=0
shrinkage=0.00131955


Tree=1221
num_leaves=21
num_cat=0
split_feature=14 157 0 453 16 49 49 403 160 133 1 47 2 2 15 4 0 2 13 0
split_gain=0.000141893 0.000179224 0.000218783 0.000126783 0.000174627 0.000293859 0.000190878 0.000156549 0.000186283 0.000315818 0.000298285 0.000200133 0.000397912 0.000231585 0.000283621 0.000226012 0.000191676 0.000180184 7.24171e-05 4.83886e-06
threshold=0.056865000000000006 -0.077044999999999988 -0.098179999999999976 1.0000000180025095e-35 -0.50763499999999995 0.11651500000000002 1.0000000180025095e-35 0.09389500000000002 -1.0000000180025095e-35 -0.0023199999999999996 0.11198000000000001 0.09550500000000002 0.086650000000000019 0.088895000000000016 -0.091024999999999981 -0.0025899999999999994 -0.087614999999999985 0.10393500000000001 -0.10023999999999998 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 18 6 7 8 10 -10 -6 12 15 -14 -15 -11 -16 -18 -3 -17
right_child=-2 3 -4 -5 5 -7 -8 -9 9 11 -12 -13 13 14 16 19 17 -19 -20 -21
leaf_value=0.0022374710916266485 -0.0016368801070262866 0.0019439951577834675 -0.00040474947346262 -0.0015007695055873583 -0.0023660598870097914 0.0017251005651502619 -0.0018493691521752438 -0.001723232928643587 -0.001560800920551484 0.0002420769338764906 0.00068133695175556254 0.0017024394236591109 0.0026684263017835493 0.0025282499573024029 -0.0014053503832184547 -0.0017345659128870719 0.001527754336526846 -0.00042173523538799123 0.00041897257569683432 -0.0021525735414030223
leaf_weight=0.0014633770599168372 0.0010121211426489243 0.0010839570399643339 0.0010180393192245887 0.001148255010774867 0.0015357303169468142 0.0015046308948587486 0.0013836426201660852 0.0011538089572453716 0.0018361908061905472 0.0015834979236538094 0.0010267471002398665 0.001872690303699188 0.0010406909964807975 0.0010258057613937114 0.0013528076591295905 0.0010638403045390987 0.0017649232334147162 0.0018713193602301614 0.0013265960811994449 0.0010583452352394308
leaf_count=59 144 61 393 91 455 186 395 241 532 311 124 68 75 84 77 23 174 148 148 121
internal_value=0 3.22686e-05 0.00115346 -8.06729e-05 -1.12406e-05 -0.000138887 -0.000282199 -0.000162967 -5.72723e-05 0.000135353 -0.00114501 0.000381869 0.000152061 0.000762024 0.000432179 -0.0010093 1.20244e-06 0.000524489 0.00110473 -0.00194303
internal_weight=0 0.0271149 0.00248142 0.0246335 0.0234852 0.0210747 0.01957 0.0181864 0.0170326 0.0144701 0.00256248 0.0126339 0.0107612 0.00705555 0.00601486 0.00370568 0.00498905 0.00363624 0.00241055 0.00212219
internal_count=3910 3766 452 3314 3223 3014 2828 2433 2192 1613 579 1081 1013 558 483 455 399 322 209 144
is_linear=0
shrinkage=0.00437696


Tree=1222
num_leaves=21
num_cat=0
split_feature=3 39 41 158 50 453 4 133 130 49 3 43 3 0 3 0 47 1 3 3
split_gain=0.000130901 0.000171344 0.000121223 0.000155068 0.00021165 0.00020489 0.000215489 0.000183651 0.000241808 0.000199126 0.000237254 0.00018718 0.000172896 0.000165462 0.00023047 0.000220995 0.000167304 0.000148871 0.00010378 0.000149035
threshold=0.30601500000000009 -1.0000000180025095e-35 0.078535000000000008 0.084965000000000027 0.10119500000000002 1.0000000180025095e-35 0.27020000000000005 -0.085714999999999986 -0.0015749999999999998 -0.091004999999999989 -0.100615 -0.12074999999999998 -0.078884999999999997 -0.052874999999999998 0.099570000000000006 -0.017269999999999997 0.09550500000000002 0.09112000000000002 0.084925000000000014 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 12 -9 -10 11 -11 -3 14 16 -15 17 18 19 -12
right_child=-2 2 -4 -5 -6 -7 -8 8 9 10 13 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0015434974107872567 0.0012886164192361688 0.00023882097915395073 -0.0010448407956937563 -0.0011539733975346536 -0.0012963909205865314 -0.0013736371824098897 0.0016976083395932266 -0.0015686673777168948 -0.00092765858990132358 0.0025695170173833503 0.0008568107102469595 0.00047369417686845384 0.0023542679513607482 -0.0020802597680667236 0.0016841732165275027 0.00024243269864780752 0.0014103421265553001 -0.00099906043364114878 0.0010528342624440174 -0.00089833830156536908
leaf_weight=0.0010602063348059678 0.0010249175282989733 0.0011636823997201173 0.0014907590308279031 0.0013998978907056999 0.0013700882416332076 0.0010719190087401511 0.0014351978174406413 0.0011776187274292185 0.0019549252704018629 0.0010766538397697367 0.0011405030536778219 0.0013284822040295829 0.0010046466434293347 0.0010119912039557311 0.0015033662016321614 0.0013138449056319277 0.0011169683995701507 0.0020017305395612084 0.0014379722202022549 0.0016547024579731395
leaf_count=59 164 270 180 367 433 82 215 235 138 66 436 135 131 100 33 112 100 196 40 418
internal_value=0 -7.18024e-05 -1.09837e-05 5.2798e-05 0.000127009 0.000218164 0.000302125 0.000196084 6.34222e-05 0.000187093 0.000347494 0.00141188 0.00121897 0.000118536 0.000351435 -0.000768191 7.89073e-05 -0.000159616 0.00023733 -0.0001822
internal_weight=0 0.0267152 0.025655 0.0241642 0.0227643 0.0213942 0.0203223 0.0188871 0.0167188 0.0155411 0.0135862 0.00240514 0.00216833 0.0111811 0.00885524 0.00232584 0.00735188 0.00623491 0.00423318 0.00279521
internal_count=3910 3746 3687 3507 3140 2707 2625 2410 2009 1774 1636 201 401 1435 1223 212 1190 1090 894 854
is_linear=0
shrinkage=0.0037357


Tree=1223
num_leaves=21
num_cat=0
split_feature=2 128 41 3 39 16 43 131 47 4 403 16 16 15 1375 457 1 1 39 1
split_gain=0.000133185 0.000163359 0.000140011 0.000157567 0.000204587 0.000190424 0.000178486 0.00021252 0.00023701 0.000153138 0.000225954 0.000268159 0.000243856 0.000188192 0.000263483 0.000255006 0.00018766 0.000290952 0.0001404 7.81776e-05
threshold=0.14808000000000002 0.081870000000000012 0.078535000000000008 -0.11266 0.005105000000000001 0.066275000000000014 -0.089949999999999988 0.08844500000000001 0.096175000000000024 -0.0037349999999999992 0.086810000000000012 -0.0072149999999999992 0.22945500000000005 -0.14676499999999995 -0.43271999999999994 0.041935000000000007 0.095575000000000007 0.085410000000000014 0.097470000000000015 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 19 -5 8 9 10 11 -8 -13 -11 -15 16 17 -16 -6 -1
right_child=-2 -3 -4 4 18 -7 7 -9 -10 13 -12 12 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.00087484215183243207 0.0014729181461426951 -0.0017335966528821216 -0.0013929737389136298 -0.0016499586806188885 0.0018358388264088624 -0.0003860805397023037 -0.0020913173040643623 -0.0017610734435045596 -0.0016979084512453342 -0.00090317068613760692 0.0010754036378291779 0.0014887789412407735 -0.0012099606614275121 -0.0010090850532206899 0.0013265304399107719 0.0027234864359473531 0.0022333595930590366 -0.0012602007556877968 4.9251030484261318e-06 0.0024825937249276678
leaf_weight=0.0010941795952280576 0.001015948672407784 0.0010158745561938401 0.0012379490890819236 0.0014809715388991026 0.0015181317968648847 0.0012869679121152444 0.0017733508305838091 0.0012924200088729456 0.0013020871340253546 0.001315776709506139 0.0014509392453889713 0.0011275884896487353 0.0012489853894855629 0.0011381103158356609 0.0017103023190019155 0.001459395753862669 0.001031454878095861 0.0013992087843903711 0.0014485734789457805 0.0010479773722739116
leaf_count=92 173 276 168 324 217 129 782 340 120 101 144 233 140 16 300 72 43 43 109 88
internal_value=0 -7.93619e-05 -1.31078e-05 5.76944e-05 -8.06919e-05 0.000892958 -0.000251784 -0.000124356 1.70691e-05 0.000180601 -0.000353657 -0.0008533 7.04825e-05 0.000552121 0.000836286 0.0012113 0.000678367 0.000162561 0.000941846 0.00166138
internal_weight=0 0.0263802 0.0253644 0.0241264 0.0206973 0.00342912 0.0177306 0.0162496 0.0149572 0.0136551 0.00560086 0.00414992 0.00237657 0.00805425 0.00673847 0.00560036 0.00414097 0.00310951 0.00296671 0.00214216
internal_count=3910 3737 3461 3293 2984 309 2658 2334 1994 1874 1299 1155 373 575 474 458 386 343 326 180
is_linear=0
shrinkage=0.004207


Tree=1224
num_leaves=20
num_cat=0
split_feature=1 0 4 0 16 2 133 52 52 50 3 41 51 16 2 3 1 48 13
split_gain=0.000138088 0.000293691 0.000193935 0.000231609 0.000220337 0.000186407 0.000167984 0.000140698 0.000173721 0.000174323 0.00020509 0.000221905 0.00016016 0.000259936 0.000191592 0.000237408 0.000210297 0.000298592 1.66086e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.51381999999999983 0.024745000000000003 -0.083144999999999983 0.14073000000000005 0.084285000000000013 -0.27466499999999994 -0.091329999999999981 0.088425000000000017 -0.08428999999999999 0.07677500000000001 -0.07174999999999998 -0.041434999999999993 0.113945 0.099570000000000006 0.092550000000000007 0.086065000000000016 -0.068824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 7 -1 -2 -9 10 11 -10 -12 14 15 16 17 -14 -5
right_child=5 2 3 18 -6 -7 -8 8 9 -11 12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0030296786118023844 -0.0013303868522436095 -0.0018874047023673326 0.0010099105022494939 0.0022911938293686861 -0.0015707406256976319 0.0023240439364440257 -0.00067104459294349127 0.0017673317138994012 0.0028155066110748367 -0.0014916536691163401 -0.0018111345842009403 -0.00022893562012335354 0.0024718843600612839 0.0021303130192138883 -0.0018711362162059778 0.0023200762691326137 -0.0016259869659630518 -0.0011476633798564392 0.0013770179237296897
leaf_weight=0.0014572993102865694 0.0015502602578655296 0.0010399977995529941 0.0016173195149884467 0.0010056365643720255 0.0017319093366344462 0.0010220808083231106 0.0016028219701801315 0.0017133961152280821 0.001464380796112664 0.0015972170580697562 0.0011636106149288681 0.001031501074589658 0.0011560700109445338 0.0014272369529268487 0.0014212975476653456 0.0010717190750662575 0.001798342825749949 0.0011484569976651926 0.0010038334953854644
leaf_count=358 208 27 312 26 968 180 272 183 139 377 101 101 39 228 100 74 143 29 45
internal_value=0 -0.000513197 9.94696e-05 0.000485075 -0.000324562 0.000240298 -0.00179428 0.000111561 0.000260655 6.62594e-05 0.000279253 0.0015573 -6.79695e-05 0.000184845 -0.00023612 0.000212967 -0.000337435 0.000668089 0.00183452
internal_weight=0 0.00945882 0.0063987 0.0053587 0.00334923 0.0175656 0.00306012 0.0165435 0.0149932 0.0132798 0.0116826 0.00249588 0.00918673 0.00802312 0.00659589 0.00517459 0.00410287 0.00230453 0.00200947
internal_count=3910 2008 1378 1351 1280 1902 630 1722 1514 1331 954 240 714 613 385 285 211 68 71
is_linear=0
shrinkage=0.00502775


Tree=1225
num_leaves=20
num_cat=0
split_feature=124 1 12 131 13 0 47 4 43 43 160 16 1 16 48 4 1 16 2
split_gain=0.00013619 0.0001491 0.000281736 0.000192817 0.000169892 0.000212578 0.000210967 0.000257959 0.000199621 0.000237994 0.000180911 0.000165718 0.000363772 0.000545998 0.000234366 0.00017667 0.000163986 0.000117251 8.1141e-05
threshold=0.10385500000000002 0.12864500000000004 0.10852500000000001 0.092255000000000018 0.17936000000000002 -0.060094999999999989 0.096175000000000024 0.015635000000000003 -0.083684999999999996 0.021175000000000003 -1.0000000180025095e-35 -0.08286499999999998 0.090540000000000023 -0.008069999999999999 0.086125000000000021 -0.077889999999999987 0.095575000000000007 -0.062279999999999995 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 11 -7 -10 -9 14 13 -13 15 -1 18 -3 -12
right_child=-2 17 -4 -5 -6 8 -8 10 9 -11 16 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00013185615872969136 0.0017223505435560997 0.0021522374286542193 -0.0024589749620212865 -0.0018951734443226822 -0.0016453501675930257 0.0030031587852667129 -0.0017562416680512124 -0.00088883947943586936 -0.00094314157607678002 0.002081280817457805 -0.00021487939931240117 -0.0047976236674528222 0.0012741239168172298 -0.00050077492229935912 -0.0013595560941552934 0.0022240176194300732 0.0024630959391793235 3.9050696854415528e-05 0.001421053596772133
leaf_weight=0.0015561614405956159 0.001007665185697392 0.0011679072210092067 0.0012304185657342577 0.0012902188536234585 0.0013225618739143843 0.0010370763471713174 0.0015998188329126575 0.0010781000136867447 0.0012983345241969263 0.0011421261589776854 0.0014409144358085166 0.0010543443454587662 0.0010849863857088637 0.0020019254389360731 0.0014792342969211641 0.0014232500930255274 0.0017725638605115002 0.0012909648249320718 0.0013920809634703213
leaf_count=336 49 191 248 349 130 85 181 146 255 54 47 579 244 403 93 153 101 122 144
internal_value=0 -8.87845e-05 -0.000208692 -8.26868e-05 3.03747e-05 0.000144845 -9.20928e-05 9.42988e-05 0.00122704 0.000472276 0.000893146 -0.000433658 -0.00112972 -0.00198309 0.000212854 0.000993533 0.00131028 0.00104277 0.000588987
internal_weight=0 0.025663 0.0232041 0.0219737 0.0206835 0.0193609 0.0158834 0.0142836 0.00347754 0.00244046 0.00568366 0.0085999 0.00414126 0.00305627 0.00445865 0.00297941 0.00460556 0.00245887 0.002833
internal_count=3910 3861 3548 3300 2951 2821 2427 2246 394 309 438 1808 1226 982 582 489 292 313 191
is_linear=0
shrinkage=0.00483252


Tree=1226
num_leaves=31
num_cat=0
split_feature=31 133 160 1429 1 48 147 11 0 12 131 13 159 15 3 474 1 48 43 51 47 47 12 1186 133 0 15 52 3 49
split_gain=0.000989659 0.000706211 0.000807816 0.000748704 0.000702668 0.00092425 0.000707307 0.000605655 0.00058601 0.000944228 0.000544524 0.000561773 0.000546071 0.00069767 0.00075343 0.000602554 0.000580912 0.000531949 0.000563338 0.000755428 0.000714986 0.000483193 0.000413045 0.000443598 0.00068892 0.000485007 0.000400845 0.00046865 0.000567741 0.000563807
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.10420500000000001 -0.086624999999999994 1.0000000180025095e-35 0.08184000000000001 0.18055000000000002 0.10700500000000002 0.089785000000000018 0.16421000000000002 0.09141500000000001 -0.0071449999999999994 0.12991000000000003 0.084710000000000021 0.088495000000000018 0.14226500000000003 -0.14252999999999996 0.12342500000000002 0.084155000000000021 0.12132000000000003 0.092365000000000017 0.085080000000000003 -0.0056849999999999991 -0.088084999999999983 -0.029114999999999999 0.091715000000000005 -0.082304999999999975 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 -6 17 8 9 10 11 12 13 26 15 16 22 18 -7 20 -20 -22 23 24 -15 -26 27 28 -5 -30
right_child=1 2 3 4 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0011461315724223802 -0.00091995438744931466 -0.00099835647582415237 -0.0010424846200150907 0.00053562620931013973 -0.0010225420507393363 -0.00017981366725120166 0.0014004378956383973 -0.0011114630297652162 0.00062641275737873418 -0.0014006131273523344 -0.00088930095879913437 -0.0010194428689836138 -0.00071418972643764859 -0.00059020400290686614 0.0014005646847798253 0.0012228138973516451 -0.00089411062125280695 -0.00050570530421945828 0.0010984852980679956 -0.00029599204391119783 -5.2571721650341091e-06 0.00097855497948518303 -0.00042154425473072576 0.0011389807276227239 -8.7309053898370874e-05 0.0008351212099143811 -0.00099616532097750567 0.00078642154812309599 -0.00016741612298561218 -0.0011383301778393317
leaf_weight=0.0013563117234336444 0.0018301781589789004 0.0016575946086483375 0.0013314959257154637 0.0018479885411944461 0.0010547644829443916 0.0031479413521040564 0.0011267687667073636 0.0011141462014534467 0.00226055789039492 0.0010764847800004687 0.0014948110615406454 0.0010656653389085049 0.0018655470810491339 0.0016023189838848565 0.0011276521158833938 0.0010254085101379937 0.0010417698977738263 0.0016286081270777695 0.0040735640378350979 0.0019383892059536842 0.0032187629846802679 0.0014067670279658273 0.0016629880363314697 0.0011774570043225907 0.0018388816994243662 0.0028500943095152173 0.0010242256679018321 0.0011026917151414359 0.0076536227438430693 0.0013850298012412221
leaf_count=113 238 290 164 158 23 66 78 74 24 149 279 87 154 317 14 35 167 48 324 43 81 32 126 29 62 195 158 51 176 155
internal_value=0 -6.42694e-05 -3.56928e-05 -5.66692e-06 2.09774e-05 0.000248385 0.000329428 -9.59622e-05 -6.17837e-05 -0.000112224 -6.56296e-05 -2.20791e-05 1.69884e-05 7.08179e-05 0.000309557 0.000199701 9.65791e-05 0.000251137 0.000340551 0.000494542 0.000670694 0.000293951 0.000209599 0.000350129 0.000202491 0.000473371 -0.000155319 -8.34867e-05 -0.000171598 -0.000316193
internal_weight=0 0.0566322 0.054802 0.0531444 0.0518129 0.0175956 0.0165408 0.0342173 0.0331032 0.0308426 0.0297662 0.0282713 0.0272057 0.0253401 0.0123266 0.0111989 0.0101735 0.015414 0.0137854 0.0106375 0.00869909 0.00462553 0.00913174 0.00746875 0.00629129 0.00468898 0.0130136 0.0119893 0.0108866 0.00903865
internal_count=3910 3797 3559 3269 3105 695 672 2410 2336 2312 2163 1884 1797 1643 945 931 896 594 546 480 437 113 729 603 574 257 698 540 489 331
is_linear=0
shrinkage=0.00140032


Tree=1227
num_leaves=31
num_cat=0
split_feature=1213 453 155 1429 1 0 43 51 0 13 11 2 130 130 42 0 43 42 131 1 403 49 0 16 48 52 2 1 1 4
split_gain=0.000749426 0.000743762 0.000753862 0.000579811 0.000629765 0.000694058 0.000521677 0.000556843 0.000628647 0.00050711 0.000482567 0.00043874 0.000432526 0.000688121 0.000499587 0.000921237 0.000670368 0.000988514 0.000423139 0.000390309 0.000370319 0.000369978 0.000910234 0.000346972 0.000506725 0.000638168 0.000457916 0.000435871 0.00094668 0.000495229
threshold=-1.0000000180025095e-35 0.096095000000000014 0.10222000000000002 -1.0000000180025095e-35 0.10752500000000002 -0.017269999999999997 -0.24333999999999997 0.12342500000000002 -0.14012999999999998 -0.42334499999999992 0.080455000000000013 0.11125500000000001 -0.088449999999999987 -0.081969999999999987 -1.0000000180025095e-35 -0.07773999999999999 -0.15426499999999996 0.092145000000000019 0.077555000000000027 0.11649500000000002 -0.036909999999999991 -0.085974999999999982 -0.087614999999999985 -0.094359999999999986 0.087945000000000009 0.083750000000000005 0.086545000000000025 0.095575000000000007 0.092550000000000007 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 -2 10 6 -6 9 -9 -8 12 19 -5 -14 15 -15 -16 18 21 -11 -1 22 -18 24 25 26 -23 28 29 -25
right_child=1 -3 -4 4 5 -7 7 8 -10 11 -12 -13 13 14 16 -17 17 -19 -20 -21 -22 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021854989569843693 -0.00093983255258424999 -0.0011368599744749762 -0.0010462791318365998 -0.00078008894188630492 -0.00051866390907887635 0.001346137264438618 -0.00026394593364657712 -0.00097749899703574697 0.00032980160708434922 -0.00022664449015955037 -0.00067224871098249051 0.0010131428347398602 0.001098556594416932 -0.001248510490045203 0.00082915587190569558 0.00019221796161378958 -0.001021718332681881 -0.000881321965350136 -0.00072798565995175698 0.00069803741345137067 -0.0013459902969637759 -0.00020888450560094645 0.00050657230422139921 0.00024813053935470966 -0.00073396610607854662 -0.00078086167104863191 0.00075489765073321268 0.0010143188870372077 -0.00095348894899572473 0.0011055964702320514
leaf_weight=0.0010021604750081736 0.001038916666745048 0.0010120451491673057 0.0011537712483652421 0.0011832416889021027 0.0014767145563752146 0.0011032714360660343 0.0012738087326669171 0.0010963792758502677 0.001698952586789205 0.0013840718219562094 0.0019465737592216916 0.0032945309757170804 0.0010917256153248891 0.0015260172175561304 0.0019595868864445967 0.0016993272863379252 0.0015276117721487736 0.0020589381295323525 0.0010792152892447051 0.0020543879106980079 0.0011149111196785957 0.0013864469535559308 0.001312596761656514 0.0076486732879774248 0.0014845587693343987 0.0010267125399148203 0.002509565862989005 0.0015315331595635593 0.001069921262157437 0.0014517877202617768
leaf_count=265 115 36 177 81 22 133 75 18 57 59 101 206 19 418 43 181 65 394 149 90 327 30 40 545 33 58 68 62 25 18
internal_value=0 5.25675e-06 2.88129e-05 5.47006e-05 7.67425e-05 0.000323552 0.000231671 0.000334246 -0.000182945 0.000514808 -2.1867e-05 0.000662139 1.82635e-05 4.93739e-05 1.02444e-05 -0.000489438 7.21187e-05 1.05317e-05 9.38901e-05 0.000325828 -0.000812293 0.000136229 -0.000315422 0.000207065 -4.47113e-05 0.000163149 0.000411923 0.000344924 0.000244121 0.000384921
internal_weight=0 0.0500809 0.0490688 0.0479151 0.0468762 0.0133821 0.0122788 0.0108021 0.00279533 0.0080068 0.033494 0.00673299 0.0315475 0.0303642 0.0292725 0.00322534 0.0260471 0.0240876 0.0220286 0.00343846 0.00211707 0.0209494 0.00284021 0.0181092 0.00640728 0.00492273 0.00389601 0.0117019 0.0101704 0.00910046
internal_count=3910 3318 3282 3105 2990 660 527 505 75 430 2330 355 2229 2148 2129 599 1530 1487 1093 149 592 944 105 839 189 156 98 650 588 563
is_linear=0
shrinkage=0.00134594


Tree=1228
num_leaves=31
num_cat=0
split_feature=39 9 375 0 133 1186 1 133 2 33 43 151 151 1374 3 160 15 1456 15 13 147 151 151 2 124 2 47 3 14 0
split_gain=0.000821803 0.000676155 0.000650139 0.000761747 0.000853553 0.000786432 0.000915499 0.00100887 0.000962591 0.000759475 0.000775783 0.000712426 0.000896707 0.000696325 0.000680338 0.000677099 0.000656752 0.000588293 0.000561726 0.000748939 0.000637486 0.000715423 0.000759895 0.000946027 0.000735419 0.000900238 0.000872246 0.000781803 0.000611641 0.00055334
threshold=0.18016500000000005 -0.016839999999999997 0.083605000000000013 1.0000000180025095e-35 -0.39018999999999998 0.085080000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.10393500000000001 -0.007134999999999999 -0.27619499999999997 -0.40391999999999995 -0.095804999999999987 0.090240000000000015 -0.084129999999999996 -0.23073999999999997 0.083935000000000023 -1.0000000180025095e-35 0.079360000000000014 -0.0024749999999999993 0.087265000000000023 -0.044604999999999992 0.056555000000000001 0.094825000000000007 -0.084389999999999979 1.0000000180025095e-35 0.09550500000000002 -1.0000000180025095e-35 -0.46637499999999993 -0.082709999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 14 -8 -11 -12 -13 15 29 -14 -16 -17 20 -20 21 -19 24 -24 -23 26 -26 -28 -27 -9
right_child=-2 2 -4 -5 5 -7 9 8 -10 10 11 12 13 -15 16 17 -18 18 19 -21 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=0.0010534055796147168 0.0011631406478353145 -0.0013178699675989588 -0.0011452279441021777 0.00032244333588934661 -0.0013021285304510417 0.00081195700194722361 -0.0011794108959970523 -0.0013729309154836154 -0.0013729632647696284 -0.0010529589468417776 -0.00095139189632287052 0.00097223305282706409 -0.00088321164007734395 -0.00094134756127936775 -0.00012477828190294831 -0.00087036837543921872 0.00090372587556018216 -0.00050953117413431821 0.00021672753191689334 -0.0010240093995269994 0.0012376470045991051 -0.00068556732053406749 -0.0013605514986871736 0.00037684938036545941 -0.0008070065493642342 -3.8532305936004377e-05 -5.9824464507248768e-05 0.0012899203659800726 0.00093262350701378246 -0.00016335814672515923
leaf_weight=0.001020062985321645 0.0010630990833249135 0.001097642151723365 0.0010487207503846454 0.0085911409396550731 0.0021621886160254076 0.001742272869366345 0.0010184240415185277 0.0011545514165762771 0.0012895283808074262 0.0012130151684770487 0.0012463358677763372 0.0021041626404638683 0.0012819742850913576 0.0012919378962408237 0.0039102517537272534 0.0010436063761187766 0.0016698660803711185 0.0022957389014166543 0.0021752223589741604 0.0015851325808116093 0.0012092826543739213 0.0010522396021741551 0.0010842433603244208 0.0012976178175998498 0.0015669126156430133 0.0014669366451478547 0.0022535902808016317 0.0012615974351319892 0.0073287909594290648 0.0018631097336929666
leaf_count=121 32 211 49 347 529 69 30 271 214 56 39 63 131 38 312 103 176 89 241 73 79 26 23 36 69 35 79 10 186 173
internal_value=0 -5.46719e-05 -7.40576e-05 -5.44382e-05 -0.00012097 -9.33514e-05 -0.00012777 -0.00045265 -0.000266884 -1.1873e-05 2.44246e-05 6.58533e-05 0.000107697 4.31775e-05 -0.00010099 9.04566e-05 0.000183005 0.000139175 0.000182043 -0.00030629 0.000270255 0.000210592 0.000306088 -0.00041403 0.000420971 0.000504871 4.48696e-05 0.000424598 0.000770656 -0.000626138
internal_weight=0 0.0593261 0.058306 0.0572573 0.0486662 0.0475685 0.0458263 0.0120495 0.00988731 0.0337768 0.0327583 0.0315453 0.030299 0.0281948 0.00859778 0.0269029 0.00558012 0.0256209 0.0245773 0.00376035 0.020817 0.0196077 0.0173119 0.00238186 0.0149301 0.0138778 0.0050821 0.00351519 0.00879573 0.00301766
internal_count=3910 3878 3757 3708 3361 3150 3081 1675 1146 1406 1376 1320 1281 1218 932 1180 488 1049 946 314 632 553 464 59 405 379 158 89 221 444
is_linear=0
shrinkage=0.00137286


Tree=1229
num_leaves=31
num_cat=0
split_feature=453 1213 155 1 11 0 43 0 40 51 48 47 0 1 42 3 42 49 13 133 52 403 42 159 1429 15 157 1 2 51
split_gain=0.000803275 0.000732815 0.000636969 0.000621924 0.000685561 0.000524013 0.000600021 0.000550195 0.000458833 0.000630056 0.000592414 0.000477715 0.000468611 0.000617405 0.000343611 0.000577571 0.000600761 0.000615465 0.000492301 0.000468581 0.000498176 0.00044412 0.000568752 0.000466079 0.000454739 0.000349926 0.000335111 0.000339524 0.000486542 0.000674227
threshold=0.096095000000000014 -0.082704999999999987 0.10222000000000002 0.10420500000000001 0.08184000000000001 -0.017269999999999997 -0.24333999999999997 -0.035699999999999989 -0.012844999999999997 0.12342500000000002 0.13897500000000002 0.084155000000000021 -0.18901999999999997 0.11287500000000002 0.092145000000000019 -0.15464999999999998 0.091330000000000008 -0.085974999999999982 0.064265000000000017 1.0000000180025095e-35 0.089525000000000007 0.03138500000000001 -1.0000000180025095e-35 0.092630000000000018 0.084545000000000009 0.085120000000000015 -1.0000000180025095e-35 0.094485000000000013 0.086545000000000025 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 14 6 -5 8 -8 11 -11 12 -10 -14 15 -3 17 -17 21 20 -16 22 -19 24 26 -23 -24 28 -28 -30
right_child=-2 2 -4 5 -6 -7 7 -9 9 10 -12 -13 13 -15 19 16 -18 18 -20 -21 -22 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0012504829503348716 -0.0013440843679987074 0.0008406558848648222 -0.0011672346413494159 -0.00062413453807378565 -0.0012796666713554656 0.0011935990910533587 0.00094381663716935525 0.0013986313066180831 0.0015026880354600792 -0.0014663234721768402 0.0001515009979430278 -0.00013854633736987842 -0.00037484353581781365 0.00094885912145685914 -0.00068558799889891549 -0.0008052512267887797 0.0011110563734960325 -0.00099980319479338114 -0.00092278858236140553 -0.0012308100078505775 0.00071212066018839712 -2.4950272753067826e-05 -0.00073666794782276557 -0.00082457087075015921 0.0010086722635870922 0.0010437468287251602 -0.00044277359070710593 0.00070009722350949694 0.00045322095513105351 -0.00086410571415696988
leaf_weight=0.0010710600065340073 0.0010601429834480305 0.0018417437728626097 0.001020921009704411 0.0017551804633626497 0.0010568902503478297 0.0013502760532747579 0.0017426497337709188 0.0010036628675271749 0.0010677328376580454 0.0010180073539487466 0.001063035730453521 0.0032388383556529732 0.0014868272779722247 0.0017772142638521338 0.0013585029524634243 0.0024602550784280633 0.0010015505125466886 0.0013095165846059012 0.0012630272402697198 0.001241404369210844 0.0010301380071311428 0.0012010628063143782 0.0011739608186385206 0.00131642816337768 0.0012058229240903282 0.0017006067986073958 0.0036451668637789737 0.0018997574264361114 0.0056510919522271275 0.0010600852855302545
leaf_count=355 36 62 180 27 82 146 169 18 54 37 19 103 63 141 97 109 42 504 180 296 88 90 186 142 111 36 260 68 170 39
internal_value=0 -1.0488e-05 1.72148e-05 4.29867e-05 -7.96009e-05 0.000291405 0.000205332 0.000322759 0.000227991 9.87459e-05 -0.000639908 0.00030179 0.000631027 0.00034589 -3.78244e-05 2.16e-05 -3.90104e-05 -8.72316e-05 -4.78652e-06 -0.0004754 -8.28047e-05 5.27165e-05 -3.95142e-05 3.93154e-05 0.000117018 0.00060139 3.69603e-05 0.000111063 3.01109e-06 0.000245138
internal_weight=0 0.0490124 0.0479414 0.0469204 0.031417 0.0155034 0.0141531 0.012398 0.0113943 0.00965166 0.00208104 0.00757061 0.00433177 0.00326404 0.0303601 0.0267301 0.0248883 0.0238868 0.0214265 0.00363005 0.00238864 0.0201635 0.0172618 0.0159523 0.0146359 0.00290167 0.0134301 0.0122561 0.0103563 0.00671118
internal_count=3910 3874 3519 3339 2562 777 631 604 586 417 56 361 258 204 2480 1999 1937 1895 1786 481 185 1606 1480 976 834 126 723 537 469 209
is_linear=0
shrinkage=0.00151575


Tree=1230
num_leaves=22
num_cat=0
split_feature=44 15 16 158 13 403 403 3 42 13 12 160 52 43 2 16 4 0 1 1 47
split_gain=0.000130017 0.000188354 0.000262357 0.000191833 0.000178308 0.000232715 0.000176363 0.000180486 0.000192638 0.000180108 0.000435306 0.000345174 0.000212278 0.000214232 0.000224874 0.000176745 0.000283823 0.000365123 0.000163416 0.000180391 0.000144391
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 0.084965000000000027 -0.45122499999999993 -1.0000000180025095e-35 0.09389500000000002 -0.015794999999999997 0.10056500000000002 0.17936000000000002 0.080120000000000011 -1.0000000180025095e-35 -0.090304999999999983 0.0033500000000000005 0.088895000000000016 -0.30307999999999996 0.0057500000000000008 -0.14136999999999997 0.086560000000000012 0.096490000000000006 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 9 10 -7 -12 -13 14 -14 -9 18 -18 -17 -20 -19
right_child=-2 3 -4 -5 5 6 -8 15 -10 -11 11 12 13 -15 -16 16 17 20 19 -21 -22
leaf_value=0.002184811331958613 -0.0014056776507228872 0.0014440704252154757 -0.00029920266799950162 -0.0015067083151322738 -0.0018728787956816587 0.0028928506176057354 -0.0014482808259325864 -0.001742492062218604 0.0018512082236658612 -0.0012274289246387454 -0.0019879323419426127 -0.00083199369113864062 0.0023868998491933602 -0.00055157454613826459 6.6473627587272473e-05 2.8280746982121693e-05 0.0022396714672319532 -0.0011986152157642004 -0.0026438614967566562 -0.00035089450559607161 0.0007057824208037206
leaf_weight=0.0014355957360981941 0.0010252209574872486 0.0012842802430459389 0.0012501486203444342 0.0013922446075463604 0.0010766510793548253 0.0010167318492840735 0.0012110475246872579 0.0011474393617585408 0.0013935523572557911 0.0011106903143434099 0.001041297303916105 0.0013692235021898714 0.0018142412145306132 0.0010452007306402944 0.0010284484994178555 0.0019195313291247122 0.001473855754682063 0.0012528620253959843 0.0011415468919508953 0.0010219360270822264 0.0012499533138452534
leaf_count=247 71 41 165 334 797 104 253 81 137 65 540 337 127 140 65 78 27 55 82 144 20
internal_value=0 3.29649e-05 0.00102856 -7.84916e-05 9.4978e-06 -7.69419e-05 1.86031e-05 0.000111971 0.000485852 0.000260036 0.000485884 9.73351e-05 0.000510372 0.000983122 0.0015474 -0.000286773 -7.95254e-05 0.000674295 -0.000813712 -0.00156076 -0.000247523
internal_weight=0 0.0266765 0.00268574 0.0239907 0.0225985 0.0213142 0.0202376 0.0190265 0.00981939 0.00842583 0.00731514 0.00629841 0.00525711 0.00388789 0.00284269 0.00920712 0.00805969 0.00397667 0.00408301 0.00216348 0.00250282
internal_count=3910 3839 412 3427 3093 3052 2255 2002 1515 1378 1313 1209 669 332 192 487 406 102 304 226 75
is_linear=0
shrinkage=0.00396435


Tree=1231
num_leaves=21
num_cat=0
split_feature=1 0 49 52 52 39 50 48 3 0 47 52 49 0 49 0 16 13 52 1
split_gain=0.00012268 0.000244124 0.000170894 0.000167728 0.000297203 0.000184823 0.000238614 0.000378803 0.000303932 0.000356503 0.000281971 0.00046931 0.000238984 0.000150865 0.000148844 0.000115538 0.000151321 0.000159085 8.84664e-05 8.42989e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.073619999999999977 -0.27466499999999994 -0.15154999999999999 0.085220000000000004 0.10119500000000002 0.11930500000000001 -0.086439999999999989 -0.084154999999999994 0.09252500000000001 -0.074484999999999982 -0.006494999999999999 -0.10303999999999998 -1.0000000180025095e-35 0.18055000000000002 -0.089559999999999987 -0.074599999999999986 -0.0025949999999999997 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -2 -5 6 7 8 13 10 11 -10 18 -6 -1 16 -4 -18 -13 -14
right_child=3 2 15 4 5 -7 -8 -9 9 -11 -12 12 19 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0027895015334208771 -0.001212170102578796 0.0017969550162577836 0.00090033910858169496 0.0026813080251978788 0.0030876822876568129 0.0016966735347232341 -0.0019432031958123231 -0.0023839480826816427 -0.0013405119854796674 -0.0023182237553382996 -0.0012627445644821966 -0.00047248356509364494 0.0017547969592208018 0.0008744523122392998 -0.00072216583699743109 0.00099626726243625514 -0.00019048770207263043 -0.0022397338058764535 0.0014230139205265871 0.0034775970055986199
leaf_weight=0.0011472620709588183 0.0015817260830797144 0.0010011909388415452 0.0010434775753939696 0.0010525118481874403 0.001098835633196571 0.0014980008958379578 0.0011826142550132044 0.0010766054918338605 0.0014979617148478414 0.0011589623087737717 0.0016617357811461453 0.0010263992575942904 0.0012024788912357014 0.0015251402896317998 0.0019492423422451145 0.0012002876180758904 0.001774208036451376 0.0014097991950043909 0.0010160416436946224 0.0011544108985490631
leaf_count=159 208 45 144 110 78 280 229 48 74 347 68 44 75 197 471 27 466 696 74 70
internal_value=0 -0.000437681 6.82608e-05 0.000203048 0.00034164 0.00017855 1.13472e-05 0.000197478 0.000442513 3.35455e-05 0.000394123 0.000860994 0.0016106 0.00180128 -0.00148812 -0.000250609 -0.000604628 -0.00109784 0.000470459 0.00259863
internal_weight=0 0.00952547 0.00642896 0.0177334 0.0161517 0.0150992 0.0136012 0.0124186 0.011342 0.00871799 0.00755903 0.00589729 0.00439933 0.00262398 0.0030965 0.00542777 0.00422748 0.00318401 0.00204244 0.00235689
internal_count=3910 2008 1378 1902 1694 1584 1304 1075 1027 752 405 337 263 275 630 1333 1306 1162 118 145
is_linear=0
shrinkage=0.00455379


Tree=1232
num_leaves=31
num_cat=0
split_feature=31 151 2 40 14 1213 41 4 12 484 1429 156 2 52 2 2 2 484 130 13 2 52 160 3 1 0 160 131 1 40
split_gain=0.000807233 0.000643628 0.000562961 0.000858652 0.000650764 0.000654501 0.000662941 0.000696879 0.00073594 0.000578074 0.000716824 0.000572278 0.000482704 0.000440223 0.000435356 0.000945279 0.000890067 0.000583592 0.000465694 0.000423165 0.000405868 0.000530461 0.000404848 0.000376414 0.000460186 0.000472556 0.000413283 0.000373543 0.000531715 0.000848117
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.10946500000000002 -1.0000000180025095e-35 0.077685000000000018 -0.082704999999999987 0.078535000000000008 0.15927500000000003 0.10700500000000002 -0.0043499999999999988 0.084710000000000021 0.082150000000000015 0.11230000000000001 0.048695000000000009 0.086650000000000019 0.087005000000000013 0.085255000000000011 0.042570000000000004 -0.0015749999999999998 -0.076384999999999995 0.10325000000000002 0.092550000000000007 1.0000000180025095e-35 -0.13309499999999996 0.11198000000000001 -0.18087499999999998 -1.0000000180025095e-35 0.097135000000000013 0.092550000000000007 0.0057300000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 8 9 -7 11 14 -5 19 16 -16 27 18 -17 -9 21 -20 23 -14 -25 -26 -27 28 -11 -30
right_child=1 2 3 12 -6 6 -8 13 -10 10 -12 -13 22 -15 15 17 -18 -19 20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0010863271998643657 -0.0014661443326433956 -0.0015158182527140536 0.00089658558837580401 0.00067765921615984181 -0.0015088607189979435 -0.0011547923863207416 -0.0011475555518782666 0.001060253939175403 -0.0015160292588334986 -2.3853504506869027e-05 0.00083412107224144683 -0.0012213666674794662 0.0006352027294022546 -0.00058051276024036636 0.0013809151736834478 -0.0010246213966924025 -0.001409575149189656 0.00085759230328044005 -0.00021584035727663359 9.326445871332803e-05 -0.00086719934299457201 0.00075456041154599882 -0.0010071359478648432 -0.00086216610952298165 -0.00079231095265769715 -0.00023791963621829716 0.00098658397847833988 0.00052878494711021461 -0.0011689489908337299 0.0003924477933922778
leaf_weight=0.0010059216817600572 0.00103802324980684 0.0010159253847500929 0.0021424843972315264 0.0013556028776238191 0.0010794310644923746 0.0016323561858554428 0.0019308538296698421 0.0017422281933727746 0.0011487517112299941 0.0048244072909464641 0.001390192734257222 0.0014121971539945424 0.0011873596324738517 0.0011271156319523357 0.0010046398210241678 0.0015885953505092596 0.0018221167611089948 0.0011745254483721554 0.0053588647605683493 0.0025785854357862617 0.0014290538552170773 0.0017063033334672739 0.0015130255415742866 0.0021282770737107697 0.001127286050635945 0.0012402149735066814 0.0012939703913361633 0.001216530534524197 0.0030778280484904386 0.0010796061201290286
leaf_count=113 65 329 175 76 114 421 93 41 136 364 120 203 73 71 25 66 109 81 238 90 56 167 64 189 34 53 80 86 168 10
internal_value=0 -0.000284481 -0.000260584 2.69764e-05 -0.000348213 -0.000315468 -0.000282726 -0.00023544 -0.000326381 -0.000278792 -0.000225997 -0.000283354 -0.000162255 0.000263107 -0.000228802 -2.78542e-05 -0.000433788 -0.000153577 -0.000271366 0.000483172 -0.000130492 1.85204e-05 -0.000296363 -0.000142227 -0.000301663 2.41373e-05 0.000387319 -0.000259446 -0.000366207 -0.000763484
internal_weight=0 0.0523664 0.0513283 0.0119882 0.0393401 0.0382607 0.0372448 0.0353139 0.029866 0.0287172 0.0270849 0.0256947 0.00984574 0.00544793 0.0242825 0.012262 0.0120205 0.0112573 0.0100828 0.00432081 0.00849422 0.00706517 0.00849013 0.00697711 0.00578975 0.00366147 0.00253419 0.0101984 0.00898184 0.00415743
internal_count=3910 3797 3732 744 2988 2874 2545 2452 2250 2114 1693 1573 569 202 1370 633 737 608 527 131 461 405 493 429 356 167 133 628 542 178
is_linear=0
shrinkage=0.00151575


Tree=1233
num_leaves=19
num_cat=0
split_feature=11 1 4 2 12 3 13 52 15 12 3 15 52 150 15 2 16 15
split_gain=0.000128383 0.000127748 0.000223728 0.00029786 0.000239033 0.000354009 0.000212339 0.000358403 0.000322936 0.00028201 0.000245965 0.000207754 0.000263928 0.000202855 0.000202807 0.000153273 0.000186706 0.000140377
threshold=0.08184000000000001 0.076710000000000014 -0.082054999999999975 0.106285 0.083715000000000026 -0.083604999999999985 -0.0010249999999999997 -0.012244999999999997 0.035895000000000003 0.078515000000000015 -0.077689999999999995 -0.017214999999999998 -0.074484999999999982 -0.07009 0.083935000000000023 0.086650000000000019 -0.09601999999999998 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -4 -6 7 9 11 -3 -9 12 -8 -14 -1 -15 -17 -7
right_child=-2 6 4 -5 5 17 8 10 -10 -11 -12 -13 13 15 -16 16 -18 -19
leaf_value=-0.0012556357842179783 -0.0013255201100339485 0.0041891885926272424 -0.0029979900832677923 0.0025694181192942212 -0.0029159113274958228 -0.00049533526006016911 -0.0016131864465291246 0.0016132618037732907 -0.0021515330007969768 0.00074460439797725071 -0.0010171711272359987 0.0017671058900969254 -0.0014852121461763196 -0.0001095880793816209 0.001339729975387137 0.0032517043605207927 0.0005139411609874319 0.0016412319553461656
leaf_weight=0.0019928592903332978 0.001686675985838936 0.0011849278722981796 0.0011582432138191193 0.0011209663967299832 0.0010592113306820061 0.001859799748790217 0.001965792645767018 0.001427893816867031 0.001523133210335593 0.001044190387271271 0.0019831767452984103 0.0017161978852193718 0.0010043070783467565 0.0018449185562785788 0.0010864544615579869 0.0010617240414307347 0.0012867048838565145 0.0011698844372981243
leaf_count=119 224 219 170 28 417 598 95 295 149 159 387 126 35 72 367 90 61 299
internal_value=0 5.11341e-05 -0.000394675 0.000436514 -0.00106003 -0.000511077 0.000313663 0.00106871 -9.57095e-05 0.00257564 8.39433e-05 0.000256928 -0.000104876 0.000465578 -0.00033993 0.000932792 0.00175168 0.00032968
internal_weight=0 0.0254904 0.00944742 0.00420028 0.00524714 0.0040889 0.016043 0.00564019 0.0104028 0.00222912 0.00341107 0.00887965 0.00716345 0.00519765 0.00307931 0.00419335 0.00234843 0.00302968
internal_count=3910 3686 1998 514 1484 1314 1688 1060 628 378 682 479 353 258 486 223 151 897
is_linear=0
shrinkage=0.00483252


Tree=1234
num_leaves=30
num_cat=0
split_feature=14 133 160 123 42 13 484 52 1 47 474 0 43 13 133 15 42 43 16 3 3 12 15 48 47 4 1 0 16
split_gain=0.000556203 0.000444089 0.000614152 0.000475343 0.000560799 0.000471955 0.000447604 0.000778671 0.000556031 0.00047695 0.000423631 0.000593955 0.000329028 0.000359235 0.000347346 0.00076967 0.000442666 0.000475321 0.000524551 0.000324054 0.000431963 0.000501159 0.000307498 0.000428104 0.000535875 0.000403031 0.000345748 0.000291339 0.000267776
threshold=0.077685000000000018 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 -0.080904999999999991 -0.5337599999999999 -0.0043499999999999988 -0.016329999999999997 0.12864500000000004 0.11603500000000001 0.080165000000000014 -0.11077499999999998 0.013605000000000001 -0.10939499999999998 0.090545000000000014 0.088345000000000021 -1.0000000180025095e-35 -0.071899999999999978 0.041215000000000009 -0.078669999999999976 -0.100615 0.085775000000000004 0.035895000000000003 0.086125000000000021 0.09252500000000001 0.0057500000000000008 0.094890000000000016 -0.053834999999999994 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 -7 9 10 12 -12 14 -14 16 -16 28 19 22 20 -18 -22 23 24 26 -25 -19 -10 -8
right_child=-2 2 3 4 -6 6 8 -9 27 -11 11 -13 13 -15 15 -17 17 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=-0.00091681809725041867 -0.0010064563498744471 -0.0010715401941933931 -0.00099696984250456275 -0.00021893862955677125 0.0012134715563362985 -0.0015086401382831583 -0.00014439371780907001 0.00012934617993522603 0.0010820699491705516 -0.00097977038493256784 0.0012872721826285381 -9.6492952419022728e-05 0.00088851709848383623 -5.6491278375575444e-05 -0.0011773933316773276 0.0003664634594717099 0.00084603521494496837 0.00037756546346355866 -0.0010277209929620253 0.0010478358991385947 0.00041514958981447614 -0.00099142394679685312 -0.00057003935233986025 -0.00072592511446358248 -0.00037824514430727976 0.00023245126101446319 0.0013886252242982064 0.00020422598661295623 -0.0011501113840010379
leaf_weight=0.0012128655646190803 0.0013352138452049625 0.0011639758875995601 0.0010572840186888746 0.0010178160999032571 0.0016394035323975533 0.0011501272908214233 0.0013198771665561271 0.0015866594331363079 0.0017748234089982606 0.0010739853103645105 0.0014425819350663005 0.0014084741865669761 0.0018146659413105226 0.0018833793550573899 0.0018357149507826622 0.0012451078977830932 0.0015434521179908955 0.0019221142189507212 0.0012317403649024792 0.001509678599447283 0.0013674740748133019 0.0010131639553545568 0.0016968111697934782 0.0019144793379202163 0.0012632228811639834 0.0021295173288109481 0.0013044256629211048 0.0017011315160488918 0.0011281028966724218
leaf_count=226 126 275 22 34 268 248 118 301 91 75 31 247 31 225 206 144 43 65 144 43 55 84 190 62 13 32 70 102 339
internal_value=0 -1.28626e-05 1.37879e-05 4.53898e-05 0.000664804 1.28458e-06 3.03915e-05 -0.000559013 7.85087e-05 1.21146e-05 4.88811e-05 0.000603667 -1.16683e-05 0.000407233 -8.07485e-05 -0.000553447 -5.46443e-06 8.18132e-05 -9.3229e-05 0.000451057 0.000221464 -0.000183467 1.9282e-05 0.00013646 0.00045866 -0.000221256 0.000786317 0.000652453 -0.000607859
internal_weight=0 0.0423521 0.0411392 0.0399752 0.00265722 0.037318 0.0362607 0.00273679 0.0335239 0.030048 0.028974 0.00285106 0.0261229 0.00369805 0.0224249 0.00308082 0.0193441 0.0168961 0.0114623 0.00543377 0.00392409 0.00238064 0.0102306 0.00853376 0.00448976 0.004044 0.00322654 0.00347595 0.00244798
internal_count=3910 3784 3558 3283 302 2981 2959 549 2410 2217 2142 278 1864 256 1608 350 1258 801 576 225 182 139 432 242 148 94 135 193 457
is_linear=0
shrinkage=0.00151575


Tree=1235
num_leaves=31
num_cat=0
split_feature=14 1429 133 160 38 3 1213 1374 133 12 483 484 453 158 376 1 130 12 43 43 2 48 16 16 4 1 1186 1 4 51
split_gain=0.000678577 0.000609899 0.000621801 0.000678805 0.000518787 0.00107512 0.000453719 0.000479919 0.000403703 0.000377267 0.000409209 0.000462181 0.00039996 0.000480116 0.000452247 0.00064796 0.00083765 0.000547533 0.000519077 0.000812004 0.000509198 0.000628811 0.000425248 0.00041386 0.000526559 0.000378272 0.000372639 0.000806326 0.00031507 0.000489841
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.11976000000000002 0.30601500000000009 -1.0000000180025095e-35 0.086000000000000007 -0.085714999999999986 -0.051479999999999991 0.086680000000000021 0.08654000000000002 1.0000000180025095e-35 0.087355000000000016 0.086355000000000015 0.12485500000000001 -0.070609999999999992 0.10129000000000001 -0.15648499999999999 -0.089949999999999988 0.086545000000000025 0.085265000000000021 0.15737500000000001 -0.014099999999999998 0.15927500000000003 0.099115000000000023 0.085080000000000003 0.087480000000000016 0.00096500000000000015 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 26 25 11 12 13 14 15 16 -11 18 -18 -20 21 -21 23 24 28 -10 27 -8 -22 -30
right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011282569657121225 -0.0010693808039690443 -0.00096356167247893542 -0.0010318312055795323 -0.00069469944999030729 -0.00096675886184430856 0.0014860964615655138 -0.00056622036654485923 -0.00086705287610968392 7.0029695045287604e-05 -0.0012052664113407509 -0.00081473754737384065 0.00091130007940585177 -0.00083231029975415819 -0.00085763402366226303 -0.00078420626221389152 0.00086361671854444854 0.0010147517279719821 -0.00064520480803762067 -0.0010297494983865626 0.00011239847102877113 0.00052605742119167151 -0.0011527198864499865 -0.00029140492129228084 0.0012450573183050173 0.0010138164988130051 0.0011623820179494963 0.0013782388882992624 0.0011908824941187334 -0.0010422930690953123 0.00036613952504686745
leaf_weight=0.0010394294295757991 0.0013587666076670937 0.0013649014797358907 0.001230677641855831 0.0016347793831288362 0.0010039131867856091 0.0012239015449460036 0.0011725743347255615 0.00108804244559385 0.0014272068116716321 0.0010794843388829403 0.0011998913931668955 0.0013762073642169517 0.0011416233068861628 0.0011855506021241627 0.0011886245728760505 0.0025446410957314916 0.0016332416665232321 0.0017930904005862827 0.0012209235526006437 0.0049543889398205873 0.0020337184706717814 0.0010517649416552644 0.0014655408546633839 0.0016392224665913325 0.0021090289309277921 0.0013740284861509799 0.0010155545291494761 0.0011349517837357936 0.0010154352818991796 0.0011777977803113515
leaf_count=180 126 225 261 526 25 152 122 86 81 91 250 106 49 149 11 75 51 124 127 333 128 25 102 90 73 231 21 43 34 13
internal_value=0 -3.31824e-06 2.3574e-05 5.55654e-05 8.8297e-05 0.000114855 7.14416e-05 0.000105272 0.000134712 8.44329e-05 3.5437e-05 7.10926e-05 2.86347e-05 6.63037e-05 0.000110282 0.000155109 6.99609e-05 0.000138468 0.00021525 0.000136909 0.000229121 -0.000109142 0.000444323 0.000579522 0.000407337 0.000605837 0.000628133 0.000298007 0.000104735 -0.000285944
internal_weight=0 0.0445201 0.0434807 0.0421158 0.0408851 0.0398812 0.0386573 0.0370225 0.0359345 0.0326114 0.0298102 0.0286103 0.0272341 0.0260925 0.0249069 0.0237183 0.0211736 0.0200942 0.0183011 0.0166678 0.0154469 0.00600615 0.00944074 0.0079752 0.00633598 0.00280124 0.00332308 0.00230753 0.00422695 0.00219323
internal_count=3910 3784 3604 3379 3118 3093 2941 2415 2329 2143 1831 1581 1475 1426 1277 1266 1191 1100 976 925 798 358 440 338 248 312 186 165 175 47
is_linear=0
shrinkage=0.00148603


Tree=1236
num_leaves=31
num_cat=0
split_feature=31 14 1213 155 1365 133 133 1213 1212 480 33 42 123 124 454 1374 1 159 49 151 130 151 3 16 4 0 12 52 4 0
split_gain=0.000744705 0.000596264 0.000618192 0.000627937 0.000539882 0.00048085 0.000454931 0.000439124 0.000434378 0.000430316 0.0004488 0.000530797 0.000739803 0.000636776 0.000560638 0.00051873 0.000563637 0.00081469 0.000638464 0.00129397 0.00063475 0.000562954 0.000495171 0.000602701 0.000728847 0.000622065 0.00064462 0.000544525 0.000433562 0.000448433
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.10222000000000002 1.0000000180025095e-35 -0.26719999999999994 -0.16268499999999997 1.0000000180025095e-35 0.081445000000000017 0.086640000000000009 -0.007134999999999999 -0.11403999999999999 0.083745000000000014 -1.0000000180025095e-35 0.088225000000000012 0.086765000000000023 0.11235500000000002 0.096890000000000018 -0.085974999999999982 0.096145000000000022 -0.084569999999999992 0.056555000000000001 0.084925000000000014 0.22945500000000005 -0.15534499999999998 -0.07773999999999999 0.090480000000000019 0.11262000000000001 0.08734500000000002 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -7 9 -2 10 -8 -12 13 -13 15 16 17 18 19 -15 -20 22 23 24 -22 26 -26 -24 29 -18
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 11 12 -14 14 -16 -17 28 -19 20 -21 21 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010721253210142674 -0.0014003701072845438 -0.00095500613076738108 -0.00076997066191324343 -0.0010541359058188792 -0.00097253538345374224 0.00092086492397878419 -0.00081847769469944214 -0.00080135894644913711 -0.00011799601151974181 -0.00066603817906420821 -0.00054098800521660477 -0.00070197425395870103 0.0010682939721993463 -0.0010412687916102007 -0.00082305717538502527 -0.00078669872658966718 0.00083017750539693652 -0.00085241877004813243 -0.0007896202124988771 0.00076160554020722991 -0.00072270755438561104 -0.00043287338309645307 0.00094766074166924839 0.0010298784443688346 0.00027810533463061018 0.0010293608568899802 -0.0009287488724936668 -8.6876926290344896e-05 0.00096182020545633495 -0.00039379439248918595
leaf_weight=0.0011831471475871594 0.0010617997729504549 0.0013936131015901401 0.0013492523720705077 0.0010701949971837479 0.0010283888011342049 0.0012228478755567087 0.0010055242719317894 0.0011437464401729538 0.0010112529928548164 0.0014700518967612755 0.0021896634998626032 0.0017360160209438638 0.0017092774120799339 0.0020756104895438545 0.0010837704487585134 0.0010108054121373824 0.0010967903891980768 0.0015121822516501729 0.001003913403287037 0.001251213235384796 0.0016517871087264714 0.0016471099336143871 0.0050103393604588034 0.0016997378547896078 0.0059812800046717797 0.0017838482550867401 0.0010151494166504849 0.0012456930400190913 0.0032885148230175076 0.0012627187094800254
leaf_count=113 305 124 199 175 73 48 40 319 273 196 122 52 175 70 28 70 45 185 51 30 43 38 88 81 382 202 138 30 130 85
internal_value=0 -5.16474e-05 -2.62751e-05 6.36246e-06 3.07828e-05 5.34863e-05 7.86815e-05 5.46613e-05 -0.000774817 7.81227e-05 0.000105294 0.000128957 0.000168534 0.000125036 0.000167739 0.000200741 0.000232401 0.000144928 0.000206825 -0.000363211 0.000296964 0.00035141 0.000421663 0.000256647 0.000130662 0.000291202 0.000102996 0.000741665 0.000633184 0.000175155
internal_weight=0 0.0510121 0.0496185 0.0475454 0.0464752 0.0454468 0.0440976 0.0428747 0.00207305 0.041731 0.0402609 0.0392554 0.0370658 0.0353565 0.0336205 0.0325367 0.0315259 0.0258779 0.0243657 0.00332682 0.0210389 0.0200349 0.0183878 0.0121318 0.0104321 0.00878028 0.00699643 0.00625603 0.00564802 0.00235951
internal_count=3910 3797 3673 3095 2920 2847 2648 2600 578 2281 2085 2045 1923 1748 1696 1668 1598 1338 1153 100 1053 1002 964 846 765 722 520 118 260 130
is_linear=0
shrinkage=0.00140032


Tree=1237
num_leaves=22
num_cat=0
split_feature=14 157 0 43 43 48 131 0 0 52 15 16 52 48 151 47 13 0 0 3 43
split_gain=0.000116778 0.00015726 0.000204248 0.000130019 0.000384054 0.000257472 0.000275615 0.00025768 0.0004806 0.000287284 0.000207734 0.000303187 0.000278619 0.000278618 0.000214171 0.000256877 0.0002056 0.000216401 0.000103948 0.000152343 7.78122e-05
threshold=0.054835000000000009 -0.07453499999999999 -0.098179999999999976 -0.057994999999999998 -0.0037249999999999996 0.086665000000000006 0.097135000000000013 -0.017269999999999997 -0.10462499999999998 -0.023079999999999996 -0.10469999999999999 -0.110495 -0.088779999999999984 0.091065000000000021 -0.076429999999999984 0.09550500000000002 -0.094679999999999986 -0.082074999999999995 -0.10209999999999998 0.094625000000000015 -0.08921999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -3 -10 11 13 -12 -6 -14 16 -16 18 19 -18 -7
right_child=-2 3 -4 4 10 20 -8 -9 9 -11 12 -13 14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.0021042897270877408 -0.0014654143403142934 0.0013486662050223985 -0.00040302444442037375 -0.0025973900992335062 0.0013962866400348774 0.00073747387857117641 0.0019489028053438779 0.001012277693236952 -0.0037345078727950612 -0.00093495646935895114 -0.0018465505469155593 -0.0027580991776414688 0.0022560471440180689 -0.0015490958859810005 0.0010674694222269385 0.0020993241294488176 -0.0016853512290402807 -0.0021837962373600348 0.00087735252774000596 0.00037650572370302162 0.0023542673598059369
leaf_weight=0.0014328746200078513 0.0010062058479364802 0.0011208364492666378 0.0010270843407268878 0.0012527154408385069 0.0011506505777933995 0.0010230254248747295 0.0010315087637770698 0.0015659310827657036 0.001063882429205909 0.0018463566196975506 0.0011091792920350221 0.0012098626517536284 0.0010479974115086286 0.0012167421202544659 0.0020000678169367373 0.0011302159970421055 0.0012276523880601076 0.0011614425896952765 0.0013727270033129114 0.0014267001622734199 0.0011807895928646339
leaf_count=60 147 86 421 612 117 117 188 93 283 479 181 111 83 61 101 42 42 291 198 48 149
internal_value=0 2.38532e-05 0.00105743 -8.14801e-05 -0.000320718 0.000333107 -8.93471e-05 -0.000464989 -0.00103886 -0.00195838 -0.000117774 -0.00101059 0.000187097 -0.000117518 0.000427913 0.000197606 -0.000101389 -0.000551959 -8.13242e-05 -0.000577114 0.00160374
internal_weight=0 0.0265982 0.00245996 0.0241383 0.015306 0.00883233 0.00662852 0.00559701 0.00403108 0.00291024 0.0140532 0.00357726 0.010476 0.00236739 0.0093668 0.00831881 0.00718859 0.00518852 0.00402708 0.00265435 0.00220382
internal_count=3910 3763 481 3282 1887 1395 1129 941 848 762 1275 289 986 178 805 722 680 579 288 90 266
is_linear=0
shrinkage=0.00429114


Tree=1238
num_leaves=20
num_cat=0
split_feature=44 15 16 15 158 50 133 130 133 49 13 151 156 48 4 2 0 0 151
split_gain=0.000116264 0.000178947 0.000210557 0.000187943 0.000139218 0.000153549 0.00019103 0.000293809 0.00018353 0.000203415 0.000240383 0.000231732 0.000235462 0.000223688 0.000253079 0.000203562 0.000153856 0.00030945 0.000121654
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 -0.11739999999999999 0.084710000000000021 0.086465000000000014 0.10681500000000001 -0.081969999999999987 -0.069944999999999993 -0.091004999999999989 -0.098524999999999988 0.056555000000000001 0.086765000000000023 0.016865000000000002 0.00046500000000000008 0.099990000000000009 -0.069794999999999982 -0.10131499999999999 0.063570000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 -9 18 -11 12 13 15 -15 16 17 -12 -10
right_child=-2 3 -4 4 -6 -7 -8 8 9 10 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0023923059170915827 -0.0015222455606773151 -0.0018902978562038641 -0.00021187755621323396 0.0024278902990979654 -0.0014810176590111792 -0.0012518490616009188 -0.0015492520484690171 -0.0012740790908619163 -0.0020416124515028077 0.0019959051007011766 0.0011496232435326591 -0.0015232292231687952 -0.0015874847664342714 0.0030807396670447405 0.00042004798768425898 -0.0013995939266617651 0.0016966223804436101 -0.0019526676709149099 0.00014787712445205536
leaf_weight=0.0013680575458351329 0.0010415064486224415 0.0011509201838684159 0.0012161978979089291 0.0012680021977019553 0.0012483831781905158 0.0016453459190393155 0.0012180134631944719 0.0016782118321841391 0.0011068156602510584 0.0019550596641043595 0.0018103123001438313 0.0013244552180857747 0.0010026951017207972 0.0014954404835161306 0.0014701033437938271 0.0012534465820586427 0.0018320316025513123 0.0010555316145285654 0.0010032501417072126
leaf_count=247 71 154 165 95 310 617 332 392 78 111 53 50 258 81 63 200 70 500 63
internal_value=0 2.92886e-05 0.00116673 -9.5698e-05 -3.35515e-06 8.39934e-05 0.000196862 0.000313364 0.000155527 0.000312243 0.00052212 0.000265865 0.000504744 0.000740013 0.00176176 0.000230877 0.000665905 7.00479e-06 -0.0010006
internal_weight=0 0.0261023 0.00258426 0.023518 0.0223671 0.0211187 0.0194734 0.0182554 0.0169874 0.0153091 0.0131991 0.011244 0.00991956 0.00891687 0.00296554 0.00595132 0.00469788 0.00286584 0.00211007
internal_count=3910 3839 412 3427 3273 2963 2346 2014 1919 1527 1386 1275 1225 967 144 823 623 553 141
is_linear=0
shrinkage=0.00455379


Tree=1239
num_leaves=21
num_cat=0
split_feature=1 42 123 48 484 52 12 42 151 49 4 484 49 2 1 3 12 2 3 16
split_gain=0.000116689 0.000212233 0.000199643 0.000273175 0.000250615 0.000296742 0.000253127 0.000227897 0.000186024 0.000225054 0.000150235 0.00020072 0.000252521 0.000244657 0.000194502 0.000260057 0.000142054 0.000137665 0.000142634 9.94216e-05
threshold=0.12263000000000002 0.099565000000000015 1.0000000180025095e-35 0.11930500000000001 -0.0043499999999999988 0.086950000000000013 0.085775000000000004 0.086635000000000004 0.079335000000000017 -0.084114999999999981 0.15927500000000003 0.084225000000000008 -0.047309999999999998 0.085255000000000011 0.092550000000000007 -0.078884999999999997 0.086865000000000012 0.13754500000000003 0.11265500000000002 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 9 -6 11 12 -11 14 15 -14 -12 18 -2 -15
right_child=17 -3 -4 -5 5 6 7 -9 -10 10 16 -13 13 19 -16 -17 -18 -19 -20 -21
leaf_value=-0.0022695467328124109 0.0010596467508626473 -0.0017089490595273134 0.001730062968301317 -0.002492738400587593 -0.0016133064215170284 -0.0025960935706493679 -0.0012267961037588995 0.0014339330126901368 0.0022856560811420337 0.001639479002989551 0.00040815262038866037 0.001673596138767666 -0.00047883918489903911 -0.0026995586662375754 -0.0013624878115274677 0.0024518829700083122 0.0028609486354011235 0.0021966337857830683 -0.0010325222617006734 -0.00071314490182430585
leaf_weight=0.0010069911073813933 0.0017141238968641217 0.0017499032284498733 0.0013105876494527982 0.0010119077554874281 0.0012118030706318459 0.0013740642674228759 0.0017599477713664685 0.0011472571088633199 0.0010946057425158537 0.0014644662330276521 0.0010187572432304179 0.0017137122227586232 0.0013840896013296135 0.001141309935942969 0.001186225047295153 0.0012370791559828129 0.0010189224379313355 0.0010039941159273869 0.0011918751082461432 0.0010380268926111214
leaf_count=525 152 407 175 60 74 164 349 235 78 52 80 230 350 230 112 50 66 173 69 279
internal_value=0 -0.000154459 -2.56603e-05 -0.00014182 -1.52638e-05 0.000112336 -0.00095327 -0.000176805 0.000450048 0.000288199 0.000493888 0.000240256 -8.93998e-05 -0.000512316 0.000198088 0.000904336 0.00163465 0.000713847 0.000201558 -0.00175342
internal_weight=0 0.0228697 0.0211198 0.0198092 0.0187973 0.0177903 0.00428127 0.0029072 0.013509 0.0124144 0.0112026 0.00916491 0.0074512 0.00598673 0.00380739 0.00262117 0.00203768 0.00390999 0.002906 0.00217934
internal_count=3910 3516 3109 2934 2874 2349 748 584 1601 1523 1449 1303 1073 1021 512 400 146 394 221 509
is_linear=0
shrinkage=0.00464487


Tree=1240
num_leaves=31
num_cat=0
split_feature=31 1429 1213 475 1365 1374 454 150 4 11 15 48 51 16 158 376 13 47 12 12 0 1 133 4 0 42 16 2 43 48
split_gain=0.000883031 0.000548566 0.000502307 0.000536908 0.000517936 0.000453008 0.000457933 0.000856142 0.000582351 0.000659068 0.000503255 0.000661808 0.000519618 0.000497228 0.000466403 0.000445607 0.000574803 0.000504054 0.000379141 0.000514784 0.000598859 0.000916407 0.000363033 0.000506376 0.000557292 0.00044775 0.000332044 0.000328376 0.000294987 0.000324648
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 0.087785000000000016 0.088225000000000012 -0.15013499999999999 0.25367000000000006 0.088315000000000018 -0.14676499999999995 0.091555000000000011 0.089355000000000004 -0.51054499999999992 0.085745000000000002 0.11605500000000001 -0.45122499999999993 0.10843500000000002 0.10129000000000001 0.095920000000000019 -0.12329499999999999 0.092550000000000007 0.086975000000000011 0.05309500000000001 -0.084304999999999977 -1.0000000180025095e-35 -0.083144999999999983 0.11635500000000001 -0.025984999999999998 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 10 13 -9 12 14 -10 15 16 -12 18 19 20 -18 22 23 24 -22 -26 -24 -15 -13 -30
right_child=1 2 3 4 -6 -7 -8 8 9 -11 11 28 -14 27 -16 -17 17 -19 -20 -21 21 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013362164674438585 -0.0011445399486797866 -0.00083272282241340142 -0.00083948065179464471 0.0015177731457742373 -0.0010486099833760174 -0.00086849573929977965 -0.00086234883076536674 -0.0009682811738141937 0.0015461914971854754 -0.00050974511586318074 0.0010009149377594548 0.00095848729212186375 -0.00082367719501891864 0.0001265298964226212 -0.0010178494030568118 -0.00092003314061398064 0.00051518869402862187 0.0010224274711313928 -0.00071936504400460359 0.00095434522372921614 -0.00081014998423884616 -0.0012115531986112509 4.3129917294171556e-05 0.0010597261501924778 -0.00046962478946564729 0.00062271768456464136 -0.0010422609164164849 0.0011851932044582118 0.00060583887421259103 -0.00031004595298111866
leaf_weight=0.0011012914523498276 0.0010974639721875725 0.0018279543584606419 0.0017720046072436926 0.0010105392397008464 0.0010397390027154776 0.0012287702621192045 0.0011849383521322912 0.0012489461663933088 0.0014200892050151293 0.0011817691027573574 0.001528248270092898 0.0021174398591001786 0.0020508478349108841 0.0022805818952082993 0.0010495656724623372 0.0011031451704184283 0.0034058648184043085 0.0011189618076894439 0.0018038406343928717 0.0013169942616365607 0.0015991166777439697 0.0018754799591671487 0.0013193781129174909 0.0012243106978373497 0.0013308555276134709 0.0027511871772572406 0.0013767195787220965 0.0010107299547963411 0.0023178825026194385 0.0015395469935248762
leaf_count=113 179 592 253 10 70 78 39 129 106 40 20 106 231 117 186 10 86 33 163 115 222 131 64 32 135 117 262 141 87 43
internal_value=0 -6.42733e-05 -3.85202e-05 -5.68043e-06 2.91371e-05 5.62069e-05 8.4495e-05 0.000113276 7.58982e-05 0.000522605 -6.16714e-06 3.28096e-05 -7.82543e-05 0.000781551 -1.12147e-05 3.73522e-05 8.84944e-05 1.55756e-05 -4.70019e-05 2.7865e-05 -5.41196e-05 -0.000223064 -2.99822e-05 0.000157863 -3.64915e-05 0.000266585 -0.000511108 0.000451635 0.000494818 0.000240298
internal_weight=0 0.0471329 0.0460354 0.0442075 0.0424355 0.0413957 0.040167 0.038982 0.0379715 0.00589317 0.0320783 0.0308294 0.0248545 0.0047114 0.0228037 0.0217541 0.020651 0.0191227 0.0180037 0.0161999 0.0148829 0.011477 0.00960157 0.00690547 0.00568116 0.00408204 0.0026961 0.00329131 0.00597487 0.00385743
internal_count=3910 3797 3618 3026 2773 2703 2625 2586 2576 404 2172 2043 1807 364 1576 1390 1380 1360 1327 1164 1049 963 832 506 474 252 326 258 236 130
is_linear=0
shrinkage=0.00154607


Tree=1241
num_leaves=31
num_cat=0
split_feature=453 1213 155 14 38 3 1374 457 484 133 1 51 11 3 15 160 49 43 4 3 13 3 403 403 43 0 1 47 48 3
split_gain=0.000687597 0.000627463 0.000603378 0.000611373 0.000473689 0.00117075 0.000475701 0.000483625 0.00066053 0.000455121 0.000509261 0.000649444 0.000593281 0.000566524 0.000676961 0.000497742 0.000466529 0.000773839 0.000445715 0.000542921 0.000534392 0.000444912 0.000781811 0.000431036 0.000394603 0.000525237 0.000408861 0.000434066 0.000421464 0.000296572
threshold=0.096095000000000014 -1.0000000180025095e-35 0.10222000000000002 0.077685000000000018 0.12641000000000005 0.30601500000000009 0.086000000000000007 -0.098834999999999992 -0.079734999999999986 -0.26719999999999994 0.11235500000000002 -0.40274499999999996 0.088160000000000002 0.11265500000000002 -0.074174999999999977 -0.23073999999999997 -0.085974999999999982 -0.030974999999999996 -0.51381999999999983 -0.15121499999999996 -0.083514999999999992 -0.078669999999999976 0.03138500000000001 -0.019949999999999996 -0.07526999999999999 -0.10071499999999999 0.092730000000000021 0.092645000000000019 0.086455000000000018 -0.093619999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 5 6 7 -3 -9 -10 12 -12 15 -13 -15 -11 17 -17 -18 -20 -21 22 29 -1 -23 26 28 -28 -26 -22
right_child=-2 2 -4 -5 -6 -7 -8 8 9 10 11 13 -14 14 -16 16 18 -19 19 20 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0001277553846358791 -0.0012647156934965601 0.0010773096150640349 -0.0011083630491066515 -0.00090132403504549743 -0.00094075008517286579 0.0015158151894352958 -0.00090554168127445715 -0.0010194193592415013 -0.00076496295889768901 -0.00080537882110485461 -0.00058647069103835031 0.0010287463494409678 -0.00097171720778572567 0.00077968842416637114 -0.00078244717835070652 0.00031445038548003854 -0.00053408534304029193 -0.001225201268463973 0.0012388977295809786 0.00060311113211387846 -0.00039519567974458927 0.00087363235875379018 0.00029730708319674465 -0.0015158033606970283 0.00084939538146238628 -0.00067357496799327768 0.00025486838290882617 -0.00098461216902715615 -9.1977877123079399e-05 -0.0015158241224941555
leaf_weight=0.0010006570227177602 0.0010438614854422204 0.0010892398936341854 0.0010743454018087286 0.0015296543199185822 0.0010335546134996312 0.0012971751131640721 0.0011550001042565086 0.001275814395826357 0.0013817472712682735 0.001395743535427151 0.0011330595612122352 0.003831902308733647 0.0012961334247183478 0.0014924835130045722 0.00111239619266712 0.0015303979365270948 0.0017861812325023893 0.0014707852420769987 0.0012130843247164366 0.0054559390852615399 0.0010070632984886391 0.0017413890076489738 0.0020943227192500302 0.0010568647884516827 0.0031630629504988414 0.0017024139312524665 0.0017484242573928555 0.001032439410664665 0.0016693571977164368 0.0011763791339977061
leaf_count=283 36 38 177 111 22 149 93 340 188 248 33 268 30 31 23 61 27 41 54 298 118 109 76 309 47 230 45 17 19 389
internal_value=0 -2.14747e-05 1.44748e-05 4.08048e-05 7.33467e-05 9.75797e-05 5.37301e-05 8.08861e-05 5.35547e-05 8.91713e-05 0.000121023 0.000471718 3.09815e-05 0.00065799 0.000112589 7.7089e-05 0.000123063 -0.000440084 0.000194106 0.000253217 0.000195705 5.07556e-05 -0.000364329 -0.000840739 0.000211343 8.75414e-05 0.000257735 -0.000205308 0.000524198 -0.00099896
internal_weight=0 0.048947 0.0468895 0.0458151 0.0442855 0.0432519 0.0419548 0.0407998 0.0397105 0.0384347 0.037053 0.00756984 0.0294831 0.00643678 0.00260488 0.028187 0.0267912 0.00300118 0.0237901 0.0220039 0.0207908 0.0153349 0.00427777 0.00205752 0.0110571 0.0093157 0.00761328 0.00278086 0.00483242 0.00218344
internal_count=3910 3874 3282 3105 2994 2972 2823 2730 2692 2352 2164 355 1809 322 54 1779 1531 102 1429 1402 1348 1050 583 592 467 358 128 62 66 507
is_linear=0
shrinkage=0.00151575


Tree=1242
num_leaves=31
num_cat=0
split_feature=31 133 160 52 128 1 48 43 0 48 0 14 0 131 0 12 0 159 3 1186 130 3 2 133 52 16 3 51 1 4
split_gain=0.000719379 0.000528709 0.000748953 0.000649032 0.000557824 0.000527751 0.00076013 0.000756055 0.000795631 0.000701482 0.000657715 0.000480196 0.000900774 0.000588853 0.000457823 0.000693609 0.000407292 0.000384568 0.00043755 0.000351323 0.000620473 0.00035694 0.000403693 0.000368983 0.000362843 0.000529683 0.000465076 0.000283251 0.000423283 0.000535811
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 0.086435000000000012 0.10420500000000001 -0.084204999999999988 -0.24333999999999997 -0.035699999999999989 0.12862000000000004 -0.15137999999999999 -0.24487499999999998 -0.11991499999999998 0.097135000000000013 0.18055000000000002 0.10595000000000002 -0.15137999999999999 0.10276500000000001 0.12991000000000003 0.085080000000000003 -1.0000000180025095e-35 -0.115685 0.10393500000000001 -0.0023199999999999996 0.048490000000000012 -0.19424999999999998 -0.077894999999999978 0.08955500000000001 0.092730000000000021 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 14 -7 -8 9 11 -11 16 -13 -14 15 17 -9 18 19 20 -5 -22 23 -23 27 -26 -27 28 29 -25
right_child=1 2 3 4 -6 6 7 8 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0011357783308103483 -0.00088850885638527767 -0.0010784954311735477 -0.0010642617271163521 -0.0011893546705814551 -0.00077404987771054353 -0.00091838652747039775 -0.00052667382437634233 -0.00059884852167972299 0.0013853518841179312 -0.0009943327975661647 0.00045895659900005529 0.0012547792109471763 -0.00058367835200864057 0.00090800273431504582 0.00064486224135397777 -0.0011789199114595908 0.00063244441531005459 -0.00092938400952520387 0.00077333520688774424 0.00065645978628012117 0.00039973458229524897 -0.00074169713450835198 -0.00079999142709813096 -8.9887813462891314e-05 -0.00046288950860627848 0.0001194514623089565 0.0012999469014123579 -0.00076420585499020863 -0.00081917440582137205 0.00089133948263962304
leaf_weight=0.0010851097305979432 0.0015952375116211606 0.0014209194183198983 0.0011970811239419002 0.0010782049842693589 0.0017949640592769258 0.0010561467276772882 0.0017751490712498716 0.0011925862017960753 0.001800428422535469 0.0014054547383182125 0.0012478264947048965 0.0034081041049576245 0.0012782875311234659 0.0010020104737389346 0.0018332955183097957 0.0012243741324513271 0.0010926409940292831 0.0010306719699426639 0.001389218708027328 0.0013416531653849253 0.00310891997527295 0.0015456429683627917 0.001748329897941491 0.0070290513985733043 0.0011216366261450617 0.0013926109484081461 0.0014416496205357241 0.001315212176593473 0.001296032756944899 0.0014198018173465776
leaf_count=113 238 290 266 156 182 25 25 11 123 28 39 170 137 26 28 153 60 159 20 60 122 385 120 481 23 166 96 63 103 42
internal_value=0 -6.31087e-05 -3.62304e-05 -5.09594e-06 2.22474e-05 5.4313e-05 0.000274045 0.000362718 0.000489761 0.000338029 -0.000310857 0.00055395 0.00078056 7.17974e-05 -6.00537e-05 -0.000107076 -1.01276e-05 -5.70988e-05 -2.14622e-05 -6.77795e-05 -0.000110971 -5.6686e-05 -0.000134183 -6.38974e-05 5.87062e-06 0.000384546 0.000719912 -0.000129571 -4.39182e-05 7.50042e-05
internal_weight=0 0.0505831 0.0489879 0.047567 0.0463699 0.0445749 0.0152586 0.0142025 0.0124273 0.0106269 0.00265328 0.00797363 0.0056884 0.0022803 0.0293163 0.027483 0.00228523 0.0262586 0.025228 0.0238387 0.0224971 0.0214189 0.01831 0.0165616 0.015016 0.0039559 0.00283426 0.0110601 0.00974489 0.00844885
internal_count=3910 3797 3559 3269 3003 2821 644 619 594 471 67 404 333 163 2177 2149 71 1996 1837 1817 1757 1601 1479 1359 974 285 262 689 626 523
is_linear=0
shrinkage=0.00145689


Tree=1243
num_leaves=22
num_cat=0
split_feature=3 40 47 50 158 1 41 1429 156 150 151 49 151 4 15 16 4 3 4 4 43
split_gain=0.000125949 0.000156278 0.000220699 0.000191018 0.000232986 0.000243261 0.000200966 0.000168663 0.000336023 0.000189999 0.000152666 0.00019328 0.000321205 0.0002901 0.000263358 0.000224935 0.000178812 0.000298028 0.000123448 0.000187238 3.57898e-05
threshold=0.30601500000000009 0.053870000000000008 0.13177500000000003 0.10119500000000002 0.084965000000000027 0.12864500000000004 0.078535000000000008 0.084545000000000009 0.082150000000000015 -1.0000000180025095e-35 -0.076429999999999984 -0.07107999999999999 0.063570000000000015 0.15927500000000003 0.088615000000000013 -0.094359999999999986 -0.51381999999999983 0.094625000000000015 -0.08422499999999998 -0.043059999999999994 -0.024279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1 20 12 -12 14 15 -13 -17 18 -18 -20 -11
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 11 13 -14 -15 -16 16 17 -19 19 -21 -22
leaf_value=-0.0016689524276755963 0.001660220234277371 0.0016547352310597653 -0.0023267999450976998 -0.0020889984921835022 -0.0021003314732547878 0.0023315808681200491 -0.0019889420260884266 0.0020878007129234233 -0.0022666364433195259 0.00097809190051947577 -0.0027051239206001736 -0.0010595304707963701 0.00092402526724897488 0.0028244699430213984 -0.00199858049518004 -0.00090745632814602506 -0.00091026805884360424 0.0031202252854429817 0.0023897091666618435 4.9814154541822666e-05 0.0022798622232669827
leaf_weight=0.001208845969632443 0.0010290718710567184 0.0011809200153025659 0.0011120484488471574 0.0010979271109766838 0.0011980604296313027 0.0011570881895473497 0.0011547987730987632 0.0010109939294287015 0.0014393076532940021 0.0010538498971038313 0.0013387587487681549 0.0018562454290751498 0.001063062951908833 0.0011178980893727384 0.0011912570904636386 0.0011548195981096951 0.001042776520165177 0.0014904849714270085 0.0014271001476062681 0.0019888903329205732 0.0010001264852551586
leaf_count=100 164 77 74 426 366 134 135 181 335 154 60 170 43 80 549 25 312 28 192 229 76
internal_value=0 -9.76554e-05 -0.000180089 -8.05881e-05 1.57277e-05 0.000132576 8.69338e-06 0.0001277 1.98455e-05 0.000214184 0.000358946 0.000170694 -0.00109884 0.000441265 0.000178825 0.000468307 0.00086752 0.00121206 0.0005742 0.00102735 0.00161195
internal_weight=0 0.0262853 0.0251043 0.0239923 0.0228944 0.0216963 0.0205392 0.0193844 0.0183734 0.0169341 0.0157253 0.0136713 0.00240182 0.0112695 0.0101516 0.00896032 0.00710407 0.00594925 0.00445877 0.00341599 0.00205398
internal_count=3910 3746 3669 3595 3169 2803 2669 2534 2353 2018 1918 1688 103 1585 1505 956 786 761 733 421 230
is_linear=0
shrinkage=0.00492917


Tree=1244
num_leaves=21
num_cat=0
split_feature=38 12 483 40 3 48 403 403 50 12 49 0 0 4 49 15 0 52 1 13
split_gain=0.000113656 0.000248983 0.000179011 0.000121238 0.000275547 0.000213708 0.000193955 0.000164157 0.000249691 0.000236666 0.000298635 0.000341173 0.000368132 0.000185233 0.000156232 0.000221042 0.000332315 0.000177402 0.00038341 9.09268e-05
threshold=1.0000000180025095e-35 -0.075044999999999987 0.086680000000000021 -1.0000000180025095e-35 0.15165000000000003 0.12649500000000002 0.09389500000000002 0.03138500000000001 0.078570000000000015 0.085945000000000008 -0.14917999999999998 -0.074249999999999997 -0.053834999999999994 0.15927500000000003 -0.07107999999999999 -0.092459999999999987 -0.15291499999999997 -0.066329999999999986 0.092550000000000007 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 14 -11 13 -13 -12 -5 17 -17 -16 -19 -18
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 11 12 -14 -15 15 16 19 18 -20 -21
leaf_value=0.0017394142252836556 -0.0015078798095138389 -0.0012886199775253915 -0.0019333958570472915 -0.00054874595775616236 0.0023973771869833238 -0.0019949714124504565 -0.0017921587462468923 0.001619164521039133 -0.0021143990571149476 0.001712879862506012 -0.003470633341683768 0.0020832567083033798 -0.0011586083305488765 -0.0008786058322348872 -0.0013154261256460766 0.0036181777859145914 0.00020008462932210794 0.0028510561330041713 -0.00086659669131034618 0.0018500486776208919
leaf_weight=0.0016590774020762691 0.0010325287560303256 0.0014237035950364898 0.0010389166219141903 0.0018127811258850102 0.0010169437053020305 0.0010880495657095137 0.0010860005000374586 0.0015249998307818027 0.0010292906666904333 0.0010781172709002354 0.0012071775148120214 0.0011737142482455276 0.0019058336696565845 0.0010861099723411538 0.0012123052862673539 0.001242679497873489 0.001864285352167469 0.0010604933309515674 0.0012573009385459244 0.0011020343852834458
leaf_count=341 95 128 341 100 78 68 267 127 482 39 710 222 208 76 46 75 390 35 45 37
internal_value=0 3.28144e-05 -8.41329e-05 -1.22054e-06 8.30569e-05 -3.04694e-05 7.8346e-05 0.000187812 5.96532e-05 0.000199487 -0.000474382 -0.000913279 7.69702e-05 -0.00224304 0.00065459 0.000936456 0.00164126 9.61036e-05 0.000834394 0.000813072
internal_weight=0 0.0258698 0.0242107 0.0231718 0.0217481 0.0207312 0.0196431 0.0185571 0.0170321 0.0160028 0.00645095 0.00537284 0.00307955 0.00229329 0.00955188 0.0077391 0.004209 0.0035301 0.00231779 0.00296632
internal_count=3910 3815 3474 3133 3005 2927 2859 2592 2465 1983 1255 1216 430 786 728 628 502 126 80 427
is_linear=0
shrinkage=0.00455379


Tree=1245
num_leaves=21
num_cat=0
split_feature=15 15 2 48 51 16 0 0 49 133 0 16 43 12 16 1 1 133 48 0
split_gain=0.000122758 0.000153699 0.000204394 0.000181269 0.000241539 0.000230306 0.000201376 0.000343387 0.000211389 0.000190887 0.000214923 0.000289813 0.000328688 0.000246315 0.00017824 0.000175158 0.000316707 0.00016948 0.000133673 0.000133068
threshold=-0.24219999999999997 -0.11739999999999999 0.099675000000000014 0.091555000000000011 0.089355000000000004 -0.085924999999999987 -0.10071499999999999 -0.084304999999999977 -0.085974999999999982 -0.085714999999999986 -0.077944999999999987 0.15737500000000001 -0.27619499999999997 0.097345000000000015 -0.014754999999999999 0.092730000000000021 0.085990000000000011 0.065880000000000008 0.12862000000000004 -0.14867499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 4 6 -5 8 -8 -3 -9 -11 17 -13 -14 15 16 -10 -12 -7 -1
right_child=1 3 -4 5 -6 18 7 9 14 10 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-8.0048835944893632e-05 -0.0026740585300034365 -0.0012723203203651163 -7.6781613857303512e-06 -0.00071796907675634493 -0.0020891961226239442 0.0024720562334099297 -0.002131081009725198 0.0013563147181237206 -0.00032849769548071991 -0.0021590316361998685 6.9040387722391604e-05 0.0011677822883142432 -0.0030112656708630916 -0.00029165767526357457 0.0022896796531336424 -0.00079075532402595144 0.0026219401596584702 0.0023510020181374321 0.00047121443346091854 0.0021467345741399062
leaf_weight=0.0010562649105451682 0.0010002130495202618 0.0010248870003016775 0.0012257022598853862 0.0011970767567833357 0.0011865805964696293 0.0014705856697588273 0.001855009327062433 0.0015123928804062214 0.0014492170053594933 0.0010753410789022221 0.0013733405781024399 0.0011066095009546473 0.0013113208939239396 0.0012425522798459043 0.0013283289941283761 0.0014356990051935803 0.0013428246639914931 0.0011419969645082156 0.0011321450415398004 0.0010016659409333153
leaf_count=66 197 74 100 83 293 143 755 194 118 521 194 28 229 104 97 80 21 291 71 251
internal_value=0 -0.000109354 -0.00120581 6.54235e-07 -0.000179205 0.000870936 -4.74359e-05 -0.000420282 0.000554162 -5.8152e-05 -0.000353171 -3.87322e-05 -0.000824715 -0.00168808 0.00089108 0.000451649 0.00109051 0.00110508 0.00160172 0.0010038
internal_weight=0 0.0244118 0.00222592 0.0221859 0.0183861 0.00379981 0.0171995 0.0106186 0.00658096 0.00876355 0.00725116 0.00617582 0.00366048 0.00255387 0.00555607 0.00422774 0.00279204 0.00251534 0.00260273 0.00205793
internal_count=3910 3593 297 3296 2999 297 2706 2316 390 1561 1367 846 361 333 316 219 139 485 214 317
is_linear=0
shrinkage=0.00437696


Tree=1246
num_leaves=21
num_cat=0
split_feature=1 159 52 0 15 39 160 15 12 0 42 40 2 16 16 51 2 2 160 12
split_gain=0.000125081 0.000207929 0.000170701 0.000195687 0.000326153 0.000294789 0.000272682 0.000202147 0.000345822 0.000140271 0.000173091 0.000245691 0.000144753 0.000246295 0.000228611 0.000156535 0.000108166 0.000330028 0.000168657 0.000130853
threshold=0.095575000000000007 0.073745000000000019 -0.27466499999999994 -0.19631499999999999 -0.097269999999999981 0.085790000000000019 -1.0000000180025095e-35 0.035895000000000003 0.09112000000000002 0.18055000000000002 0.092145000000000019 -1.0000000180025095e-35 0.086545000000000025 -0.089864999999999987 -0.078844999999999985 -0.0084849999999999978 0.093070000000000014 0.099015000000000006 0.085865000000000011 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -4 6 -5 8 -8 10 11 -1 13 -13 -15 -16 18 -18 19 -14
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12 12 16 14 15 -17 17 -19 -20 -21
leaf_value=-0.0023905989926012693 -0.0013945548083893781 0.0021206261923399543 -0.0027086954840763286 -0.0017765451504574653 0.00093701632823043777 0.0028389981770326322 0.0027840677286474175 -0.00087578603374193051 -0.00037155700226856582 0.0011780325373760207 -0.0020664989290307243 -0.0024572662397808567 0.0011541019907022638 0.0015533554493607424 0.00044396141061686477 -0.0019439710525084107 -0.0023770387097132775 0.00078393829795726311 0.0021176916965203662 -0.00085824359808886594
leaf_weight=0.0010336151044371142 0.0013175882321666563 0.0012242817394915182 0.0010005415351646008 0.0010441001850143312 0.0010355241967370272 0.0011631331258941113 0.0017009892160253469 0.001053466761215649 0.0012489226430649758 0.001245037690082996 0.0012056332369962336 0.0012175266873123841 0.0013522154468610798 0.0011790853158552828 0.0010043860422847203 0.0013140246868404773 0.0010504948240389056 0.0019683409234910465 0.0013769786417847651 0.001328308422402294
leaf_count=99 167 250 45 115 60 201 141 75 93 31 508 227 246 266 135 337 181 271 100 362
internal_value=0 0.000353633 0.000127448 0.000370621 -0.00085452 0.000772267 0.000296013 0.000836546 0.00144805 -0.000286854 -0.000416844 -0.000261765 -7.51547e-05 -0.000693266 -7.91934e-05 -0.000909467 0.000336698 -0.000316019 0.000822328 0.000156903
internal_weight=0 0.0107885 0.00956427 0.00824668 0.00203607 0.00621061 0.00504748 0.00400338 0.00294991 0.0152756 0.0140306 0.012825 0.0117914 0.00471502 0.0034975 0.00231841 0.00707634 0.00301884 0.0040575 0.00268052
internal_count=3910 1147 897 730 105 625 424 309 234 2763 2732 2224 2125 965 738 472 1160 452 708 608
is_linear=0
shrinkage=0.00455379


Tree=1247
num_leaves=20
num_cat=0
split_feature=1 4 2 4 150 151 2 52 51 48 47 47 15 475 1 49 150 16 4
split_gain=0.000108115 0.000196581 0.000222227 0.000276046 0.000164969 0.000268219 0.000163324 0.000158483 0.000130994 0.000187863 0.000163451 0.000221669 0.000182843 0.000239191 0.000166536 0.000123836 0.000109881 0.000109385 0.000149605
threshold=0.085990000000000011 -0.082054999999999975 0.106285 -0.49837999999999999 0.075065000000000007 -0.056409999999999995 0.13754500000000003 0.086635000000000004 0.10876000000000001 0.092250000000000013 0.09252500000000001 0.10783500000000001 0.084360000000000004 -1.0000000180025095e-35 0.10471000000000001 -0.084114999999999981 0.11247500000000001 -0.014099999999999998 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -5 9 10 12 -12 13 -2 -15 -3 -7 18 -17
right_child=4 15 -4 7 5 16 -8 -9 -10 -11 11 -13 -14 14 -16 17 -18 -19 -20
leaf_value=-0.0021365073116298345 -0.00044828247530145519 -0.0023942987663954944 0.0021326483751433738 -0.00032739975497055225 0.0027823853533696886 0.0011784849397098029 0.0017527516765046688 0.002027250804719616 -0.0017653819632628186 -0.0014773205871816588 -0.0021807372482713539 0.00042823186619779996 -0.00060111490842005124 0.0011182462702353524 0.0036135345355010409 -0.0020730872752791965 -0.0008742900930823797 0.00023082954502146413 9.8096345726237939e-05
leaf_weight=0.0011385821272276164 0.0010718813597003782 0.0010547914065728303 0.00111475369938141 0.0015485716911744496 0.001305432697943365 0.0011077187998933544 0.0010031994500350203 0.0010248375524148021 0.0010499008972042487 0.0016157757553310059 0.0011610112612743251 0.0017795250714259803 0.0014435403135058256 0.0013317938451429248 0.0010182437595250282 0.0017198086335396233 0.0011431701155106277 0.0018935641976383227 0.0011376082071152815
leaf_count=70 177 95 29 324 216 74 158 207 91 118 58 100 371 100 177 793 61 593 98
internal_value=0 -0.000378718 0.000313957 -0.000232217 0.000233297 0.00110738 -3.75998e-05 0.000610319 -0.000209118 -3.56978e-05 0.000262706 -0.000601867 0.000785228 0.00137006 0.00219943 -0.000954587 0.000135932 -0.000634948 -0.00120869
internal_weight=0 0.0106325 0.00482675 0.00371199 0.0150312 0.00355632 0.0114749 0.00257341 0.0104717 0.00942177 0.007806 0.00294054 0.00486546 0.00342192 0.00235004 0.00580577 0.00225089 0.00475098 0.00285742
internal_count=3910 2209 630 601 1701 351 1350 531 1192 1101 983 158 825 454 277 1579 135 1484 891
is_linear=0
shrinkage=0.00464487


Tree=1248
num_leaves=21
num_cat=0
split_feature=484 52 50 133 42 43 16 52 0 474 2 3 2 13 4 52 43 150 1 12
split_gain=0.000105768 0.000145134 0.000237615 0.000182453 0.000179394 0.000149887 0.000234182 0.000226314 0.000219379 0.000197538 0.000184072 0.000309624 0.000230581 0.00020375 0.00015301 0.000458812 0.000108585 0.000103819 9.58772e-05 0.000110913
threshold=-0.0043499999999999988 0.18936500000000003 0.099470000000000017 -0.10870499999999998 -0.11145999999999999 -0.17307499999999998 0.15737500000000001 -0.074484999999999982 -0.010494999999999999 0.084795000000000023 0.11203000000000002 0.099570000000000006 0.086545000000000025 -0.080179999999999987 0.05309500000000001 0.0033900000000000002 -0.074254999999999988 0.093625000000000014 0.083370000000000014 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 16 9 10 11 12 14 -12 15 -7 -8 18 19 -14
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 13 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00099234423091814532 -0.0015058373193446259 -0.0012161082323011081 0.0020536693965653697 -0.001493004534667016 0.0013050639716230435 -0.0029497348787492646 0.00089194330229034181 -0.0022617928634262874 0.0020557657136251574 0.0016747097089991876 0.00019929511750799102 0.0023577269123994079 -0.00044087582836967442 -0.0023285563080463444 0.00024685377915432055 0.00064812111456717908 -0.00094832942414537023 -0.00048901703771225499 0.0019355309840682104 0.0013847711864508204
leaf_weight=0.0016923012881983534 0.0011759828091466992 0.0013847254686076759 0.0010057277308134762 0.0010515368703379732 0.001884818380789118 0.0013151142885617882 0.0010108898412886091 0.0012034257150603791 0.0011133968320244441 0.0013046097698182759 0.0010364042021138165 0.0010211529953523266 0.0010662776141349417 0.001049116393337963 0.0016335947442192578 0.0010361792838876269 0.0010890852607517154 0.0010140272742908962 0.0011464610893590077 0.0011111243006461657
leaf_count=612 363 353 155 146 153 270 146 39 156 156 119 53 108 121 95 250 222 77 68 248
internal_value=0 5.40996e-05 0.000133084 4.22418e-05 0.000132872 0.000222686 0.000103737 -0.000863672 0.000334518 0.000184022 1.38681e-05 0.000256303 -1.52816e-06 -0.00107233 -0.000703761 -0.00136421 -6.24556e-05 0.00064356 0.00098908 0.000490749
internal_weight=0 0.0236537 0.0222689 0.0212632 0.0200872 0.0190357 0.0171509 0.0033034 0.0138475 0.0127341 0.0114295 0.00934393 0.00832278 0.00208552 0.00398489 0.00235129 0.00209998 0.00433789 0.00332386 0.0021774
internal_count=3910 3298 2945 2790 2427 2281 2128 407 1721 1565 1409 1169 1116 240 615 520 368 501 424 356
is_linear=0
shrinkage=0.00404364


Tree=1249
num_leaves=31
num_cat=0
split_feature=14 1213 52 1365 133 160 133 123 42 1374 484 52 124 1 11 403 49 151 159 151 160 0 0 4 133 13 14 43 16 151
split_gain=0.000493986 0.000515529 0.000532058 0.000534634 0.000473943 0.000507395 0.00047942 0.00042448 0.000819719 0.000500005 0.000523044 0.000833024 0.00059598 0.000501684 0.000459733 0.000476635 0.000518049 0.000699888 0.000430556 0.000414052 0.000409019 0.000451238 0.000447944 0.00039576 0.000375136 0.000356676 0.00050301 0.000327922 0.000265014 0.000323765
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.51745999999999992 1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.16268499999999997 1.0000000180025095e-35 -0.080904999999999991 0.087785000000000016 -0.0043499999999999988 0.024145000000000003 -0.013479999999999999 0.11235500000000002 0.08184000000000001 0.09389500000000002 -0.085974999999999982 0.083140000000000006 0.099650000000000016 0.056555000000000001 0.031805000000000007 -0.14136999999999997 -0.077944999999999987 -0.23071499999999998 0.084285000000000013 -0.077154999999999987 -0.071824999999999986 -0.074254999999999988 -0.08755499999999998 -0.0080899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 9 -9 10 11 -8 -12 14 15 16 17 -14 19 20 21 -18 24 -24 -23 -15 -27 -28 29 -22
right_child=-2 2 3 -5 5 6 7 8 -10 -11 12 -13 13 25 -16 -17 18 -19 -20 -21 28 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0006324777116590031 -0.00074210998811166857 -0.00081992216379724871 -0.00064690629505618721 -0.00079636610979366359 -0.00068120822103838301 0.00087650185276663011 -0.00092087453977602164 -0.00024977555357822171 0.0011303579045274649 -0.00078739443732428688 -0.00057663810061164042 0.0004235224651092093 -0.00091841175444733766 0.00099829887548730798 -0.00062289886841991756 -0.00066460525115755805 0.00074612285747817765 0.00035656558045917144 -0.00046237136877124536 -0.00032954658915189541 -2.9684177054408792e-05 5.531743080199759e-05 5.3411518403316728e-05 0.0007258070037875307 -0.00072773405715785056 0.0010667248485379062 0.00039055780479843648 -0.00036988166677794088 0.0011245150467505574 0.00086831944241461416
leaf_weight=0.0018165217659484581 0.0013568194287882909 0.0010682929415035671 0.0013189668047041128 0.0010794096396389277 0.0012131848477108789 0.0012043877794880578 0.0018024038658714095 0.0010810568666084208 0.0015659774336223 0.0010037671684202101 0.001681312299709691 0.0011047740461400946 0.0014207479658949742 0.0014998158144066132 0.0012710620846938516 0.0010697272367981006 0.0021530705189540646 0.0011641134988664703 0.0012273173861598865 0.0015025223990292593 0.0011176159300703148 0.0045247582495364499 0.0025725261363618301 0.002631624774742246 0.0011378371120803199 0.0010225344815211201 0.0021789567687982014 0.0013742451878053777 0.0013530630863751716 0.0012800154888950033
leaf_count=578 126 265 196 74 242 51 331 29 261 68 65 125 51 112 32 66 57 37 94 38 16 303 38 239 206 32 59 50 44 25
internal_value=0 4.12395e-06 3.00376e-05 5.08841e-05 7.24139e-05 9.54653e-05 0.000119054 9.55061e-05 0.000566707 6.09493e-05 8.52166e-05 -0.000409982 0.000129949 0.000168898 9.09246e-05 0.000130109 0.000168602 -0.000344215 0.000236578 0.000283524 0.000338451 0.000236268 0.000135248 0.000393427 -0.000102028 0.00048238 0.000313275 9.64484e-05 0.000693159 0.00044973
internal_weight=0 0.0464416 0.0446251 0.0435568 0.0424774 0.0411584 0.0399452 0.0387408 0.00264703 0.0360938 0.03509 0.00290718 0.0321829 0.0305016 0.024426 0.0231549 0.0220852 0.00258486 0.0195004 0.018273 0.0167705 0.0130198 0.0108667 0.00520415 0.0056626 0.00607555 0.00457574 0.0035532 0.00375069 0.00239763
internal_count=3910 3784 3206 2941 2867 2671 2429 2378 290 2088 2020 456 1564 1499 1246 1214 1148 88 1060 966 928 843 786 277 509 253 141 109 85 41
is_linear=0
shrinkage=0.00121906


Tree=1250
num_leaves=31
num_cat=0
split_feature=1213 14 1429 1365 133 1 159 151 4 454 457 11 4 151 3 3 1 2 13 15 43 4 4 15 42 42 13 129 3 160
split_gain=0.000561939 0.000507328 0.000485055 0.000475684 0.000503438 0.000464458 0.00065666 0.000532834 0.000460194 0.000453646 0.000599812 0.000508213 0.000574607 0.000463415 0.000551851 0.000550899 0.00048504 0.00038497 0.000335318 0.000442714 0.000316632 0.000633919 0.000571043 0.000389125 0.000577927 0.000400626 0.000387891 0.000321667 0.000411169 0.000216439
threshold=-0.082704999999999987 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.26719999999999994 1.0000000180025095e-35 0.073745000000000019 0.056555000000000001 0.011185000000000002 0.086995000000000003 0.048870000000000004 0.087830000000000005 0.26450500000000005 -0.024429999999999997 0.090325000000000003 0.13772500000000001 0.12811000000000003 1.0000000180025095e-35 -0.070604999999999987 -0.10071499999999999 -0.50992999999999988 -0.51381999999999983 -0.41745999999999994 0.085120000000000015 -1.0000000180025095e-35 0.085330000000000003 -0.13934999999999997 0.086720000000000005 -0.082204999999999986 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 20 7 9 -9 10 11 12 13 -7 16 -16 17 18 -15 -20 -6 -22 -23 24 -24 26 -26 28 -25 -12
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 29 -13 -14 14 15 -17 -18 -19 19 -21 21 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0012483372422620847 -0.0010986274516404024 -0.00098328768690158727 -0.00095541794399881138 -0.0010293246709380732 0.00044582836139794065 0.00073347467801612558 0.00069933931360851664 -0.0011579474303674972 -5.5430906508685028e-05 -0.00086165301177734276 0.00036873395702604218 -0.00088272964823933326 0.00078853849834551013 0.00027998469068354833 -0.0010503978331170129 9.1591929990351287e-05 0.00097134209582729254 0.00048789873342437663 -1.847973529745804e-05 -0.00095518365934298827 -0.0014005622177456153 0.00072065953854845899 -0.0012915993081630411 -0.00093263153654741778 -0.00077072959987684183 -0.00083819780482552214 0.00018787760945797254 0.00062295256533863991 0.00029125520149455328 0.0011914607975269085
leaf_weight=0.00100858231710818 0.0010608865081512811 0.0015323074179414134 0.0013522324910946173 0.001147264929127533 0.00106329125760496 0.0013422629987829291 0.0025584613316271812 0.0014723287338664895 0.0014973905408626198 0.0010515831411481704 0.0015091202582095944 0.0012262263860840497 0.0018377305427981225 0.0016672979332952318 0.002118984589635887 0.0013599324267374868 0.0010055323718347609 0.0018599991772330071 0.0020593404693798273 0.0019043245771857061 0.0010349605053994191 0.0010646833226246608 0.0015475602359569822 0.0010083790330621678 0.0011507480086265787 0.002059827243216919 0.0029486092882960975 0.0012071736975376446 0.0011545345716081901 0.0010727058716639704
leaf_count=355 180 121 215 74 33 73 310 50 53 38 112 62 172 175 60 41 27 64 18 231 18 25 327 201 15 314 249 48 225 24
internal_value=0 -0.000191417 -0.000163422 -0.000139958 -0.000115153 -8.65923e-05 2.63782e-05 -4.85299e-05 -0.000602037 3.35964e-05 8.32408e-05 -1.56284e-05 5.4529e-05 -4.67584e-05 -0.000134211 -0.000603986 5.81404e-05 -6.44412e-05 -0.000246888 -0.000468515 -0.000289238 -0.000348555 -0.000258881 -0.000353032 -0.000526592 -0.000334376 -8.12171e-05 4.38654e-05 -0.000279337 0.000710563
internal_weight=0 0.0448757 0.0433434 0.0422825 0.0411352 0.039783 0.0255432 0.0229848 0.00296972 0.020015 0.0189635 0.0163816 0.0151554 0.0133177 0.0119754 0.00347892 0.00849649 0.00749096 0.00563096 0.00396367 0.0142398 0.0131765 0.0121415 0.0110768 0.00770674 0.00615918 0.00409936 0.00337009 0.00216291 0.00258183
internal_count=3910 3555 3434 3254 3180 2965 1510 1200 103 1097 1059 923 861 689 616 101 515 488 424 249 1455 1422 1404 1379 905 578 264 474 426 136
is_linear=0
shrinkage=0.00140032


Tree=1251
num_leaves=29
num_cat=0
split_feature=14 1213 133 160 123 133 3 124 3 13 39 48 130 484 3 52 4 0 457 3 48 1374 0 160 43 4 2 4
split_gain=0.00044624 0.000419247 0.000410865 0.000522258 0.000406868 0.000453898 0.000400508 0.000393166 0.000484206 0.000350283 0.000307729 0.000456425 0.000513017 0.000390454 0.000382703 0.000237429 0.000286068 0.000538074 0.000445794 0.000347994 0.00026966 0.000385102 0.000363891 0.000348971 0.000460715 0.000322221 0.000315066 0.000228382
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 -0.085714999999999986 -0.078884999999999997 -0.013479999999999999 0.16699000000000003 -0.010384999999999998 0.099350000000000008 0.12649500000000002 -0.0015749999999999998 -0.075729999999999978 -0.15327499999999997 -0.42985499999999993 -0.23071499999999998 -0.060094999999999989 -0.066264999999999991 -0.08824499999999999 0.098405000000000006 -0.094679999999999986 -0.15291499999999997 -1.0000000180025095e-35 -0.073684999999999987 -0.0017649999999999999 0.08734500000000002 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7 10 -6 11 12 -9 -14 -15 -16 -17 18 -18 -20 21 -21 25 -24 26 -23 -25 -26
right_child=-2 2 3 4 9 7 -8 8 -10 -11 -12 -13 13 14 15 16 17 -19 19 20 -22 22 23 24 27 -27 -28 -29
leaf_value=-0.00081212545836447021 -0.00091857103571738865 -0.00084862585024110591 -0.0010055471672945242 0.00013301348160482389 0.0011727032868162077 -0.00081105815084360543 0.0012764795349281322 -0.00085079602622963404 0.00080754230645506582 3.5788688453768498e-05 0.00077457062795884717 -0.00080689633351454062 -0.00084394838617355718 0.00074623687599435946 -0.00067452300693125354 -0.00049384429215152076 -0.00076898047274133582 0.0010308161377477595 -0.00046785726903446383 -0.00061650437747579534 0.00098199261521397492 7.2958312366824303e-05 -0.00056116069251905209 0.0011283270045102042 -0.00075394094916344493 0.0011337713082874019 0.00011393011380590307 0.00015081607285089986
leaf_weight=0.0014121382052394707 0.0012575270119044015 0.0011868313515719367 0.0010316955119443185 0.0016581345257278279 0.001420456644491197 0.0013494667425879561 0.0012226931123393561 0.0015340320794386955 0.0017131230147875423 0.001108482394175824 0.0010665172709316542 0.0017362934910458696 0.0010586873318999676 0.0019123432727687793 0.0010242068688154837 0.0018325928813567203 0.0013750853740681643 0.001416583892309072 0.0019021458565101493 0.0012922827350010388 0.0010032884296009579 0.0010656726290676488 0.0015251325972625599 0.0016013213198859981 0.0010237884132088867 0.0017190595446514474 0.0012546161560259561 0.0017143419674514604
leaf_count=578 126 205 244 136 198 61 65 162 125 100 58 68 344 138 204 67 94 66 143 49 31 25 173 49 259 53 54 35
internal_value=0 -1.25998e-06 2.90735e-05 5.75643e-05 8.84339e-05 4.35327e-05 0.000618328 -1.14426e-05 2.60622e-05 0.000674372 -2.34156e-05 -5.61597e-05 -2.41862e-06 5.48601e-05 9.87866e-05 3.6096e-05 7.49631e-05 0.000136667 5.48262e-05 0.000135157 0.00022918 0.00016172 0.000263264 8.15516e-05 0.000256777 0.000727815 0.000682701 -0.000187473
internal_weight=0 0.039161 0.0377489 0.036562 0.0355303 0.0330014 0.00288083 0.0301206 0.0287711 0.00252894 0.027058 0.0259915 0.0242552 0.0227211 0.0216625 0.0197501 0.0187259 0.0168933 0.0154767 0.0141016 0.0121995 0.0111962 0.00990393 0.0071192 0.00559407 0.00278473 0.00285594 0.00273813
internal_count=3910 3784 3206 3001 2757 2459 201 2258 2197 298 2072 2014 1946 1784 1440 1302 1098 1031 965 871 728 697 648 570 397 78 103 294
is_linear=0
shrinkage=0.00151575


Tree=1252
num_leaves=31
num_cat=0
split_feature=52 133 160 1 48 43 40 48 4 14 12 0 484 12 3 2 13 49 3 403 15 12 133 1374 16 48 1 4 2 15
split_gain=0.000511475 0.000498873 0.000538285 0.000562981 0.000517099 0.000487426 0.000623858 0.000724977 0.000487413 0.000458589 0.00054529 0.000452049 0.000434267 0.000426974 0.0004175 0.000470378 0.000488046 0.000310518 0.000349702 0.000549763 0.000416857 0.00046072 0.000512225 0.000387896 0.000614786 0.0003 0.000282315 0.000253169 0.00057468 0.000188986
threshold=-0.51745999999999992 -0.39018999999999998 -0.40446999999999994 0.095575000000000007 -0.088799999999999976 -0.24333999999999997 -0.012844999999999997 0.11930500000000001 0.050655000000000006 -0.13131999999999996 0.092475000000000016 -0.14293499999999998 -0.0043499999999999988 0.10333000000000002 -0.11266 0.11085000000000002 0.14810000000000004 -0.088329999999999978 0.084925000000000014 -1.0000000180025095e-35 0.088190000000000004 0.088375000000000023 0.083815000000000014 -0.094679999999999986 0.26760500000000004 0.084905000000000022 0.10420500000000001 0.035895000000000003 0.085155000000000022 0.090505000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 12 -5 -6 -7 9 -9 11 26 -8 -4 -12 15 16 -14 -16 19 -19 21 22 27 -20 25 -25 -11 28 -21 -22
right_child=1 2 3 4 5 6 7 8 -10 10 13 -13 14 -15 17 -17 -18 18 23 20 29 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097362717441428176 -0.00098050805460161072 -0.00091258196994626608 -0.00098598798179441423 -0.00065730272502853007 -0.0003085190802681065 0.001220384402473469 -0.00072731637842548115 0.00015268404397587125 -0.0011063466100728126 0.00049828522386849265 -0.00040667637804306221 0.00059385350035119481 0.00048441791073915901 0.0007891319200173828 -0.00073957076932372641 0.0012027714713621781 -0.00068461871590974502 -0.0012298622846916394 -0.00055328564118892589 -0.0014284021725921459 0.00078604144090159368 -0.00095472215875351931 0.00047108212781780853 0.0012246468468556546 -0.00032649636755793901 0.00030328753371915395 0.0012406870462729671 1.1260312509291376e-05 -4.8954456410886914e-05 -1.873300530834754e-05
leaf_weight=0.0011144874629457338 0.0010199061278902124 0.0011992406330106889 0.0010378427710256008 0.0011683501631125628 0.0021208168640791678 0.0017625184739550335 0.0010840098216249316 0.0015549420522802402 0.0010515136320137231 0.0016423498990576482 0.0013455610150492348 0.0010307366939388283 0.0021880380494767549 0.0011130681956892374 0.0015818322556810918 0.001027162927698555 0.0010922255485770194 0.0010032502884877717 0.0010704980668378994 0.0011443222031664105 0.0012461168840047767 0.0016363245409751759 0.0021104370460085509 0.0015358860628111861 0.0015331513684486708 0.0013588278053475733 0.002872992910677219 0.0018619832229518352 0.001334821200537295 0.0011398213571554017
leaf_count=275 210 292 441 37 42 265 18 31 47 44 107 73 83 67 75 13 46 693 11 110 53 186 153 29 35 23 219 39 68 125
internal_value=0 6.48308e-06 3.05373e-05 5.83613e-05 0.000259179 0.000327913 0.000428209 0.000308825 -0.000355242 0.000499265 0.000675941 -8.33724e-05 -8.23379e-05 0.000134689 -4.13206e-05 0.000359289 9.51651e-05 -0.000134308 -7.79076e-05 -0.000219802 -0.000123052 -0.00027782 -0.000106136 0.000218278 0.000404815 0.000792145 0.000970656 -0.00038675 -0.000685679 0.000401581
internal_weight=0 0.0428685 0.0418486 0.0406494 0.0167469 0.0155785 0.0134577 0.0116952 0.00260646 0.00908872 0.00697397 0.00211475 0.0239025 0.00245863 0.0228647 0.00430743 0.00328026 0.0185573 0.0169754 0.0114771 0.0104738 0.00808789 0.00645156 0.00549836 0.00442787 0.00289471 0.00451534 0.00434113 0.00247914 0.00238594
internal_count=3910 3635 3425 3133 950 913 871 606 78 528 437 91 2183 174 1742 142 129 1600 1525 1427 734 556 370 98 87 52 263 217 178 178
is_linear=0
shrinkage=0.00142833


Tree=1253
num_leaves=20
num_cat=0
split_feature=1 12 3 2 159 12 2 16 16 0 159 40 15 15 4 16 0 49 47
split_gain=0.000110716 0.000206226 0.000171014 0.000148196 0.000313167 0.000204904 0.000196376 0.000183731 0.000288055 0.000166168 0.000144949 0.000132787 0.000170494 0.000254045 0.00015154 0.000152063 0.000227245 0.000161569 0.000160666
threshold=0.091655000000000014 -0.0089849999999999982 0.10666500000000002 0.095195000000000016 0.082325000000000023 0.093225000000000016 0.086545000000000025 -0.09601999999999998 -0.014099999999999998 -0.084304999999999977 0.073745000000000019 -0.079289999999999985 0.035895000000000003 -0.017214999999999998 -0.0010999999999999996 -0.055679999999999993 -0.10209999999999998 -0.027609999999999996 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 9 -8 -9 -3 11 -2 13 14 -13 16 17 -16 -19
right_child=10 2 -4 5 -6 -7 7 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20
leaf_value=-0.0023893780289117967 0.0018612632903004548 -0.0018158574896620487 0.0015778567699218497 -0.00033211300991552054 -0.0026866045134424105 -0.0031283333249642058 0.0029083593347347734 -0.0011383211594028775 0.0019257219801689239 0.00060150335332770724 0.001984319231792671 0.0014681632662773129 -0.0016373991130128236 0.0025496394849084409 0.0010228238257946845 -0.0019368146872283641 0.0018865862076636558 -0.0026562375457278224 2.9793345368290852e-05
leaf_weight=0.0011902952832820732 0.0010571991352036356 0.0015468514449394647 0.0013370130007750456 0.0019100068961331327 0.001009393755473445 0.0010783242111059022 0.0010671641055582243 0.0015524964647778382 0.0016802636692681283 0.0014478077417046627 0.001238856379847387 0.0013136961911162119 0.0015096602259480627 0.0010854220618243789 0.0010112502835097929 0.0013968984546406356 0.0012253566006466821 0.0012799737810185174 0.0010796967721518058
leaf_count=130 154 525 31 166 246 394 116 386 262 326 274 110 229 145 67 96 132 66 55
internal_value=0 -0.000348766 -0.000156441 -0.000361783 -9.3527e-06 -0.00134112 0.000361114 0.00106332 0.00045425 -0.000647152 0.000321613 0.000133656 -5.07949e-05 0.000234614 -0.000109279 -0.000455052 -4.71575e-06 -0.000692219 -0.00142721
internal_weight=0 0.0138196 0.0126293 0.0112923 0.00830398 0.00298833 0.00729458 0.00429992 0.00323276 0.00299466 0.012198 0.0109592 0.00990195 0.00839229 0.00730687 0.00599318 0.00459628 0.00337092 0.00235967
internal_count=3910 2582 2452 2421 1861 560 1615 764 648 851 1328 1054 900 671 526 416 320 188 121
is_linear=0
shrinkage=0.00512831


Tree=1254
num_leaves=20
num_cat=0
split_feature=49 15 11 1 3 0 47 2 43 0 151 160 151 0 4 4 42 42 52
split_gain=0.000102234 0.000238286 0.000147963 0.000151028 0.000217993 0.000198445 0.000174213 0.000260269 0.000195741 0.000336527 0.000165921 0.000194384 0.000169732 0.000184116 0.000136987 0.000110106 0.000104681 0.000186254 0.000123916
threshold=-0.14917999999999998 0.091915000000000011 0.088315000000000018 0.076710000000000014 -0.10315499999999998 -0.084074999999999997 0.087850000000000025 0.11462500000000002 -0.075819999999999985 -0.10209999999999998 0.056555000000000001 -1.0000000180025095e-35 -0.0088999999999999982 -0.10071499999999999 0.018480000000000003 -0.0086749999999999969 0.084100000000000022 -1.0000000180025095e-35 0.09716000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 14 7 10 -8 -10 11 15 -13 -14 -2 -6 17 -7 -19
right_child=1 -3 -4 4 6 16 8 -9 9 -11 -12 12 13 -15 -16 -17 -18 18 -20
leaf_value=0.0008087077153286046 -0.0021132705833094845 -0.0018928159534834601 -0.0014356708505330995 0.0016538004314183162 -0.0014052951635008049 -0.00075099238577012474 -0.0018768879163132191 0.001954075546423704 -0.0013434528728499988 0.0010343745579328581 -0.0012782209029639771 -0.00013830568623475557 0.0028123869669169081 0.00056840248657725762 -0.00038373073454558835 0.00036280208815900469 -0.00065271626401057991 0.0020851544490822584 0.00021816875921131833
leaf_weight=0.001978126532561241 0.001279923626216057 0.0010219424194151941 0.0010124218236533524 0.001518940527952318 0.0010216993945966202 0.0011376101361815216 0.0010881016623509598 0.001406953930915833 0.0015601334771133679 0.0019372376929874821 0.0010038518650554717 0.0012665974117733753 0.0010015430359366934 0.0011296749319551162 0.0013837546014850988 0.0010238172933267915 0.0018430873069736203 0.0010518986800085476 0.0010134766985174792
leaf_count=129 760 555 124 199 103 357 135 229 80 113 64 138 42 258 190 81 283 51 19
internal_value=0 -9.29613e-05 -1.18639e-05 5.46615e-05 0.000291084 -0.000373382 0.000124689 0.000469238 -0.000465466 -2.63445e-05 0.000145206 0.000407712 0.000966403 0.00162294 -0.00121479 -0.000520331 7.0774e-05 0.00048709 0.00116903
internal_weight=0 0.0237027 0.0226807 0.0216683 0.0139586 0.00770975 0.0124396 0.00785414 0.00458547 0.00349737 0.00644718 0.00544333 0.00339782 0.00213122 0.00266368 0.00204552 0.00504607 0.00320299 0.00206538
internal_count=3910 3781 3226 3102 1442 1660 1243 915 328 193 686 622 438 300 950 184 710 427 70
is_linear=0
shrinkage=0.00381041


Tree=1255
num_leaves=31
num_cat=0
split_feature=151 4 1213 11 14 155 123 1374 474 47 1 38 43 4 42 0 13 15 1 42 15 133 49 42 394 42 1 49 43 2
split_gain=0.000728062 0.000905418 0.00076827 0.000766943 0.000743574 0.000595557 0.000588601 0.000610242 0.000528067 0.000522232 0.000508224 0.000845251 0.000600662 0.00101995 0.000788289 0.000959892 0.000473577 0.000642438 0.000733544 0.000720427 0.000579128 0.000461362 0.000432073 0.000493246 0.000471558 0.00112776 0.000416702 0.000404701 0.000396578 0.000555016
threshold=-0.52174999999999983 0.28937500000000005 -0.082704999999999987 0.08184000000000001 -0.46879999999999994 0.10222000000000002 0.13456000000000004 0.09309000000000002 0.09018000000000001 0.096475000000000019 0.10080500000000002 0.10657000000000001 -0.50992999999999988 -0.51381999999999983 0.092145000000000019 0.024745000000000003 -0.082534999999999983 0.05377500000000001 0.11215000000000001 -0.085679999999999992 -0.061694999999999993 0.084630000000000025 -0.085974999999999982 0.084855000000000014 -0.079609999999999986 -1.0000000180025095e-35 0.11420000000000001 -0.081419999999999979 -0.084059999999999982 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 6 7 8 10 -6 12 16 -4 -14 15 22 26 18 -18 -20 -21 -17 23 -15 -24 -26 -12 -27 -29 -30
right_child=1 4 3 -5 9 -7 -8 -9 -10 -11 11 -13 13 14 -16 21 17 -19 19 20 -22 -23 24 -25 25 27 -28 28 29 -31
leaf_value=-0.001343398556969817 -0.0013729307072500808 -0.00058269239179551129 0.00061367100910537746 -0.0010736938378038841 0.00099172738836111733 -0.0012353368467752617 -0.001214557354807827 -0.0011835783022030707 -0.0011065150224074081 2.7557760380579983e-05 0.00023772409731868041 -0.0010287374014823019 -0.00136863743355196 -0.0012407425523486503 -0.00084130524833452513 0.00018898560658024035 0.0010234425973112851 -0.0006263564495917538 0.00085587654752371299 -0.00079459588699927258 0.00041525463905677689 0.0012400530702608061 0.00055436024548923099 -1.7481445148486702e-06 -0.0010675758413515272 0.00075005926407389781 0.0013482492410365353 -0.0007488624693227188 -0.00015638407202000704 0.00069502157588134325
leaf_weight=0.0010789070251160373 0.0011477832806077717 0.0013320887888652599 0.0016253372763657117 0.0019840461989180094 0.0025376654537017087 0.00103065013322745 0.0010153002126571655 0.0010682041955121227 0.0010281050582798814 0.0018168261900504135 0.0013426003618040036 0.0010745801644702633 0.0014451725638604451 0.0015191782042187621 0.0031084816682066798 0.0021735298773961622 0.0018459250700300078 0.0018424969182246898 0.0013072964946729826 0.0020418676766862376 0.0011747107870831996 0.0012339676617614259 0.0016687269529198625 0.0010070168977307503 0.0024905834801358375 0.0010467793957786844 0.0012114459938104005 0.0017420492979995936 0.011872208059410146 0.0016427388277286967
leaf_count=65 354 55 42 157 312 105 12 47 177 42 49 15 47 49 416 58 113 56 12 80 19 23 133 36 565 13 59 212 529 58
internal_value=0 -0.000205079 -0.00026228 -0.000237058 0.000314871 -0.000202874 -0.000180485 -0.000157913 -0.000133804 0.000589447 -0.000111289 0.000132288 -0.000199826 -0.000242547 -0.00018739 -0.000110386 0.000248168 8.75964e-05 0.000294111 -3.4862e-06 -0.000352752 0.000569612 -0.000211176 -0.000746842 -0.000145047 -0.000207146 0.000764473 -7.5706e-05 -0.000132362 -5.28959e-05
internal_weight=0 0.0573774 0.0516908 0.050543 0.00568658 0.048559 0.0475283 0.046513 0.0454448 0.00435449 0.0444167 0.0118409 0.0325758 0.0309504 0.0295053 0.0263968 0.0107663 0.0082123 0.0063698 0.00452387 0.00321658 0.0034075 0.0229893 0.0025262 0.0204631 0.0187944 0.00255405 0.0163038 0.015257 0.0135149
internal_count=3910 3845 3436 3082 409 2925 2820 2808 2761 354 2584 403 2181 2139 2092 1676 388 280 224 111 99 81 1595 85 1510 1377 108 812 799 587
is_linear=0
shrinkage=0.00137286


Tree=1256
num_leaves=31
num_cat=0
split_feature=31 151 1213 155 14 403 133 38 3 483 33 1374 160 483 42 42 456 151 484 49 43 43 4 12 49 151 2 159 15 0
split_gain=0.000998882 0.000867708 0.000899091 0.000716189 0.000671291 0.000583681 0.00057021 0.000573153 0.00127807 0.000576341 0.000590849 0.000599861 0.000636864 0.000543291 0.000548574 0.000909706 0.000541181 0.000646478 0.000897882 0.00063272 0.000534944 0.000518086 0.00134606 0.000728023 0.000544679 0.000761601 0.000543963 0.000515255 0.000467244 0.000369065
threshold=-1.0000000180025095e-35 -0.52174999999999983 -1.0000000180025095e-35 0.10222000000000002 0.077685000000000018 -0.085354999999999973 -0.26719999999999994 0.11976000000000002 0.24227500000000002 -0.086419999999999983 -0.007134999999999999 -0.094679999999999986 -0.40446999999999994 0.088030000000000011 -1.0000000180025095e-35 -0.082904999999999993 0.08728000000000001 -0.016164999999999995 -1.0000000180025095e-35 0.10251500000000001 0.0016850000000000001 -0.46376499999999993 -0.51381999999999983 0.10333000000000002 -0.006494999999999999 0.087190000000000017 0.10705000000000002 0.10519500000000001 0.091435000000000002 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 6 -3 -4 8 9 -8 -11 -12 -13 14 15 20 17 -16 -19 21 -14 -20 -23 24 25 26 -24 28 29 -26
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 11 12 13 -15 16 -17 -18 18 19 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010662260902697279 -0.0012483982154993657 -2.5991519915979703e-05 -0.00075214011937007415 -0.00098144954908297734 -0.00080807673959758502 -0.0012937425739019646 -0.00091211082340759086 -0.00080688946664788524 0.0011469234337726146 -0.00083296062686938799 -0.00050736028220547383 -0.00076816359028630983 -0.00011752419809760808 -0.00052054252661143255 0.00070781805147645573 -0.0011341411227126284 -0.00063737577460142947 -0.00091698456365752834 0.0011056112907043404 0.0010174114241531845 0.00083051254449007265 -0.0012204766660323634 -0.00014389374294241505 0.00087919962753187661 0.00088423740128022396 0.00046515802122941929 -0.0012773597678303003 -0.00058860539916792437 -0.00045229095418452127 0.00030854696704536624
leaf_weight=0.0013311053934130781 0.0010226399055373028 0.0010004799849325785 0.0014742322812033573 0.0012389598278468297 0.0016108023693774945 0.001548559336330301 0.0010300389044594063 0.001230911856595184 0.0018311794572367637 0.001188762359575434 0.0026280757819989722 0.0012782884162362276 0.0047136825729897913 0.0018710300017613915 0.0053948877075127291 0.0012415738365412201 0.0010600350216420909 0.0011238263616964441 0.0010171356102119935 0.0017392320663338614 0.0012630246498304132 0.0011171735120076671 0.0016094816314620166 0.0025813115242967468 0.0025413404320357817 0.0016246011331344512 0.0012659788933575555 0.0010244217874788583 0.001037143680680864 0.0069894604451088763
leaf_count=113 65 139 199 175 109 453 151 24 153 37 49 237 255 277 201 222 83 170 12 74 21 20 54 71 52 50 20 52 100 272
internal_value=0 -6.76131e-05 -4.57677e-05 -9.49046e-06 1.3898e-05 -0.000796159 4.04442e-05 6.45845e-05 8.7325e-05 4.45307e-05 6.67688e-05 9.15721e-05 0.000130443 0.000159735 0.000193818 -0.000126503 0.000270568 0.000303681 0.000211574 0.000267825 8.28192e-05 0.000205171 0.000158894 0.000241416 0.000139112 -0.000242887 -0.000642925 0.000287401 0.000372318 0.000462052
internal_weight=0 0.0562983 0.0552756 0.0527266 0.0514876 0.00254904 0.0498768 0.0484026 0.0471717 0.0453405 0.0443105 0.0431217 0.0404936 0.0392153 0.0373443 0.00721828 0.030126 0.029066 0.0236711 0.0225473 0.00597671 0.020808 0.0197909 0.0186737 0.0160924 0.00450006 0.00287546 0.0115924 0.0105679 0.0095308
internal_count=3910 3797 3732 3140 2965 592 2856 2657 2633 2480 2329 2292 2243 2006 1729 498 1231 1148 947 777 276 703 691 671 600 124 74 476 424 324
is_linear=0
shrinkage=0.00129368


Tree=1257
num_leaves=31
num_cat=0
split_feature=31 14 155 480 3 42 38 3 39 42 454 150 1456 1 4 47 158 0 13 1186 0 43 15 2 457 0 133 133 0 1
split_gain=0.000893518 0.000607355 0.000557433 0.00046958 0.000538177 0.000604585 0.00056447 0.00127949 0.000804798 0.000831995 0.000549963 0.000636863 0.000655795 0.000586233 0.000689091 0.000724567 0.000516891 0.000513571 0.000612752 0.000553845 0.00068326 0.00123308 0.000731639 0.000651147 0.000681717 0.000582116 0.000433696 0.000368821 0.000329181 0.000320675
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10222000000000002 0.086640000000000009 -0.15464999999999998 0.090085000000000012 0.10777500000000002 0.30601500000000009 0.16168500000000002 -0.11403999999999999 0.088225000000000012 -0.18357499999999996 -1.0000000180025095e-35 0.11235500000000002 0.22584000000000001 0.12665500000000005 0.084965000000000027 -0.070894999999999986 0.034610000000000009 0.085080000000000003 -0.11287999999999999 -0.033174999999999989 0.088345000000000021 0.11230000000000001 -0.0015249999999999997 -0.230625 -1.0000000180025095e-35 0.089725000000000013 -0.083934999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -6 11 -11 -13 16 15 -15 17 18 19 20 21 -14 26 24 -23 -26 -22 -24 29 -28
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 -19 -20 -21 22 23 27 -25 25 -27 28 -29 -30 -31
leaf_value=0.0012283470454600399 0.00087021524092101873 -0.00097022912747618594 -0.0010389550497023248 -0.00082584433461720098 -0.0010497859985349346 -0.00030552184220884894 -0.0010584527559794976 0.0014003915495851677 0.0011234693988921927 0.0010085395008668926 -0.0010549649389127739 -0.0010726569617517309 0.0011759527747982966 -0.00090842509066500017 0.00087010674788538377 0.00063070100769722567 -0.0010696456189727712 0.00028440975380213373 -0.0012124713464324404 0.00082746361751562714 -0.0014003842321354413 -0.0010223015403084681 -0.00042079993165748897 -0.001005737319935006 0.00085987171606345799 -7.4272979667661443e-05 -8.6639956562258936e-05 0.00065796684444685192 -0.0012020459984435666 -0.00085498856267109667
leaf_weight=0.0010803379631753032 0.0027505075730185338 0.0013937784688662349 0.0010573781941916041 0.0013494601643982132 0.0016726316599817151 0.0012461696955909929 0.0010283424908017471 0.001227463969947439 0.0011143626947713861 0.0011589699933551847 0.0010209968013370476 0.0011802303321692678 0.0017151708612388452 0.0012031156389920019 0.0029411995882437925 0.0011959804307082322 0.0010159903055066968 0.0067552821931540349 0.0010281129305063632 0.0011782873264447593 0.00126507243166879 0.0010037954200470276 0.0010545582624983396 0.0013814660644868582 0.0019224897629932522 0.0040930010424080464 0.0032205657991600098 0.0015132132473363313 0.0010622117915595362 0.0015914750242522757
leaf_count=113 90 124 179 240 173 29 39 128 29 24 38 306 52 66 146 30 142 321 161 43 373 19 219 25 36 71 323 143 193 35
internal_value=0 -5.84811e-05 -3.30389e-05 -1.12833e-05 1.18383e-05 0.000503619 -3.32997e-05 -8.50392e-06 -5.03892e-05 -8.29503e-05 -4.09475e-05 -1.33247e-05 -4.59312e-05 -1.1448e-05 0.000415805 -0.000141151 -8.8012e-05 -5.33641e-05 -0.000156942 -0.000105269 -0.000160711 9.3959e-05 -0.000426106 -0.00012695 4.60038e-05 0.00022427 -0.000656664 0.000214928 -0.000496497 -0.000340754
internal_weight=0 0.0513413 0.0499475 0.0488901 0.0475407 0.00399668 0.043544 0.0425156 0.0412882 0.0401738 0.0385012 0.0374802 0.0363212 0.035141 0.0053403 0.0023991 0.0298007 0.0287847 0.0220294 0.0210013 0.019823 0.0101159 0.0097071 0.00840075 0.00701929 0.00601549 0.00713933 0.00256777 0.00587425 0.00481204
internal_count=3910 3797 3673 3494 3254 119 3135 3096 2968 2939 2766 2728 2704 2398 242 96 2156 2014 1693 1532 1489 203 1286 151 126 107 924 362 551 358
is_linear=0
shrinkage=0.00140032


Tree=1258
num_leaves=21
num_cat=0
split_feature=147 484 148 52 52 15 11 3 133 151 49 0 0 16 3 43 48 2 16 2
split_gain=0.000106267 0.000198146 0.000192886 0.000175233 0.000231274 0.000241215 0.000242702 0.000205542 0.000248788 0.000174695 0.000251582 0.00020694 0.000292208 0.000209052 0.000218843 0.000199885 0.000142042 0.000135732 0.000236179 0.000123087
threshold=0.089245000000000005 -0.0043499999999999988 -1.0000000180025095e-35 0.18936500000000003 0.14114500000000005 -0.24219999999999997 0.08184000000000001 -0.10315499999999998 -0.090054999999999982 0.056555000000000001 0.090775000000000008 -0.10071499999999999 -0.084074999999999997 -0.083144999999999983 -0.075679999999999983 -0.074254999999999988 0.087945000000000009 0.086650000000000019 -0.057604999999999996 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 19 -9 10 11 16 -13 -14 -15 -16 17 18 -10 -7
right_child=-2 2 3 -5 -6 6 -8 8 9 -11 -12 12 13 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0015102551241469493 0.0012983060027371076 -0.0017988858450349178 0.0017904097349680441 -0.0013417207469734287 0.0021481722194158556 0.00018837766924762251 -0.0020459408113549537 -0.0016835146141423161 -0.00056696315907627762 -0.0012093370796496562 -0.0016854750898470812 -0.0020866581458230389 0.0019995394190476571 -0.0015906039940869472 0.0019536241804245977 -0.00044594715885746216 -0.00025648126440694672 0.0025845903133340431 0.0020523127714201588 0.0019083048221027387
leaf_weight=0.0016297481471439284 0.0010130868305109333 0.0010037821374258007 0.0013668707022877402 0.0014274587138915626 0.0010075953036308974 0.0014075198191442128 0.0010101311473837962 0.0016194406385586094 0.0010911322735580598 0.0016744562348147704 0.0010865504889091973 0.0010646523956034755 0.0010590937081620356 0.0012075229222930873 0.0010810175151647616 0.001423431130237799 0.0010861594406663677 0.0012776259682789615 0.0013797363523053675 0.0015445922308141569
leaf_count=595 159 87 264 351 46 105 160 384 31 104 274 366 110 445 74 166 53 62 15 59
internal_value=0 -9.10874e-05 6.01615e-06 8.54257e-05 0.000180677 8.34031e-05 -3.93156e-05 7.32747e-05 -0.00012581 6.2005e-05 0.000243073 0.000439455 -9.38068e-05 0.000350893 -0.000119495 0.000589801 0.00108313 0.0014713 0.000895644 0.00108827
internal_weight=0 0.0254485 0.0238188 0.022815 0.0213875 0.0203799 0.0190131 0.0180029 0.0150508 0.0134314 0.0117569 0.0106704 0.00583572 0.00477107 0.00371197 0.00250445 0.00483465 0.00374849 0.00247087 0.00295211
internal_count=3910 3751 3156 3069 2718 2672 2408 2248 2084 1700 1596 1322 1161 795 685 240 161 108 46 164
is_linear=0
shrinkage=0.004207


Tree=1259
num_leaves=31
num_cat=0
split_feature=31 1429 14 1213 133 160 52 1 42 159 403 484 1 3 48 2 40 4 4 3 3 49 0 2 2 2 52 1 3 15
split_gain=0.000897802 0.000674375 0.000622297 0.00058876 0.000515247 0.000624911 0.000600036 0.000536425 0.000481934 0.000526476 0.000445333 0.000439915 0.000403237 0.000413303 0.000526998 0.000606913 0.000481199 0.00036857 0.00046817 0.000553251 0.000506959 0.000822505 0.000753687 0.000422134 0.000629128 0.000660182 0.00068449 0.000451154 0.000380255 0.000499516
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 0.10420500000000001 0.097010000000000013 0.086140000000000008 -0.036909999999999991 -0.0043499999999999988 0.10688500000000002 0.16699000000000003 0.14226500000000003 0.11542500000000001 0.0057300000000000007 -0.0010999999999999996 -0.51381999999999983 -0.15002999999999997 -0.078884999999999997 -0.006494999999999999 -0.084074999999999997 0.11680500000000001 0.086545000000000025 0.087425000000000017 -0.07125999999999999 0.092550000000000007 -0.080744999999999997 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 -6 -7 11 9 12 -3 -8 -9 14 15 16 -14 18 -13 -20 22 -22 -21 24 27 -26 -27 -19 -28 -30
right_child=1 2 -4 4 5 6 7 8 -10 -11 -12 17 13 -15 -16 -17 -18 23 19 20 21 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0011835155840346093 -0.0010472999119953265 -8.4653651548981154e-05 -0.00089149236467473661 -0.00078269096845015032 -0.00087890948738908003 -0.00096851735104679679 -0.00076851948177390338 0.00094142204303629786 0.00093906624751894242 0.0010025936871925019 -0.001372910650118969 -0.00043796556777327638 -0.00045701602318525128 0.00069505304040503257 -0.0009828701528245957 0.00060804890978224848 0.00060182676043936227 -0.00018484271827692774 0.0011671061448422396 -0.0010588090573276853 -0.00042430448373040081 0.00074933253953869444 0.00013848512686481096 -0.0010130554366535572 0.0011681910182779612 -0.00080131059874592953 -0.00044313678524074933 -0.0012728104706641716 -9.8546350948998691e-05 0.00099135987259298206
leaf_weight=0.0011103307496935768 0.0012824328582156643 0.0010005237067766404 0.0015625656874327367 0.0014560397416342177 0.0013318279209953978 0.001012339044531684 0.0013707092918742994 0.0010034397011011728 0.0020170678899742453 0.0014151034255647241 0.0010227079561414545 0.0020925967843208266 0.0038619805003250463 0.0014862328246643139 0.0010856684810676143 0.0023982277482534897 0.0010232739487663345 0.0018983936005359039 0.0011583987227368137 0.0012407297029199908 0.0014979313285490292 0.0045259182069777981 0.004921822253251662 0.001001713872202715 0.0010256943255626538 0.0015699133841842192 0.0010869582613872728 0.0011556875366025565 0.0014509154024482393 0.0017466155909819899
leaf_count=113 179 260 123 204 230 172 390 42 131 145 318 23 103 89 29 83 9 81 28 273 55 193 356 45 6 47 53 31 56 43
internal_value=0 -6.44274e-05 -3.89226e-05 -1.10865e-05 2.09054e-05 4.72707e-05 7.59255e-05 0.000101079 0.000317166 0.000214965 -0.000735845 -1.02279e-05 0.000112322 2.79062e-05 -9.05689e-05 4.24366e-05 -0.000235229 2.91831e-05 0.000165781 0.000260455 0.000174271 0.000457488 -0.000102571 -0.000163643 -7.79919e-05 0.000152191 -2.58126e-05 -0.000596538 0.000258344 0.000496803
internal_weight=0 0.0507034 0.049421 0.0478584 0.0458352 0.0443792 0.0430473 0.042035 0.014291 0.0122739 0.00202323 0.027744 0.0108588 0.00985538 0.00836915 0.00728348 0.00488525 0.0263733 0.0154374 0.0133448 0.0121864 0.00602385 0.00616255 0.0109359 0.00993418 0.0068801 0.0058544 0.00305408 0.00428449 0.00319753
internal_count=3910 3797 3618 3495 2917 2713 2483 2311 631 500 578 1680 355 313 224 195 112 1290 928 905 877 248 629 362 317 205 199 112 152 99
is_linear=0
shrinkage=0.00137286


Tree=1260
num_leaves=31
num_cat=0
split_feature=14 1429 1213 453 4 15 133 3 483 150 160 158 1374 4 133 11 3 13 49 48 160 13 131 52 15 13 1 3 15 12
split_gain=0.000863616 0.000833542 0.000733569 0.00074204 0.000495417 0.000544064 0.000499812 0.000748777 0.000816484 0.000543803 0.00074097 0.000673673 0.000574853 0.000519017 0.000877245 0.000491591 0.000469849 0.000525789 0.000537659 0.000442291 0.000593668 0.000370875 0.000333298 0.000491115 0.000381459 0.000480619 0.000387313 0.000410286 0.000758081 0.000351673
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093320000000000014 0.28937500000000005 -0.23033499999999998 -0.26719999999999994 0.24227500000000002 0.088030000000000011 -0.099594999999999975 -0.217635 0.084965000000000027 -0.094679999999999986 -0.51381999999999983 0.09086000000000001 0.087830000000000005 -0.16059999999999997 -0.083514999999999992 -0.088329999999999978 0.090910000000000005 -0.078874999999999987 -1.0000000180025095e-35 0.097135000000000013 -0.088354999999999989 -0.10312999999999999 0.16421000000000002 0.093000000000000013 -0.060719999999999989 0.085120000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -8 -11 12 -12 14 -14 21 -15 18 -18 20 -19 -6 23 29 -25 26 27 28 -26 -22
right_child=-2 2 3 -5 15 6 7 -9 -10 10 11 -13 13 16 -16 -17 17 19 -20 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011421391619968293 -0.0010363149138266116 -0.0008315776254378196 -0.00096920782390730775 -0.0011526533192847506 0.0014284120530840153 -0.0008697605903186385 0.00092101189218643216 0.0011258531033139644 -0.0011876775424093287 -0.0009147943936665344 -0.00050203880437304723 -0.0007517354367142068 0.00033404074727966108 0.0011406907708967123 -0.0014287324442914717 -0.00010183235560026287 -0.00026117233390952595 0.00077695462053873189 0.00074921129809800684 0.00048782296826433471 -0.00026602110766970352 0.00044769044484666698 0.00062254068424914149 -0.00087411215499467705 -0.00086553509690476857 -0.00085394663086720338 -0.00046173246930259967 0.00075843457243109037 0.00051170736516644583 -0.0014186271863915923
leaf_weight=0.001288192584350977 0.0017215947854287697 0.0019745142700774701 0.0010793460831141624 0.0010129554890170303 0.001287528488189249 0.0011504693769941446 0.0015168283910043092 0.0013621584405161249 0.001060374734642682 0.0015600460215052783 0.0026147120976105489 0.0018271085429859548 0.0012949982403398395 0.0011622144409386579 0.0010372675806138432 0.0017787915725619996 0.0013345711219989731 0.0016618538947953407 0.0055126946860339877 0.0044170600648549821 0.0011358052134626808 0.0020222181446281065 0.0011020568548096863 0.0010554354586449982 0.0012857761535384369 0.0010880505597317125 0.0016146636327540875 0.0025735741467425742 0.0022285923500314775 0.0010295931572581463
leaf_count=180 126 578 59 42 212 181 32 77 244 256 56 196 41 61 6 46 46 69 308 118 57 136 85 30 130 50 87 55 225 121
internal_value=0 -7.77418e-06 2.15798e-05 5.6817e-05 8.29986e-05 3.16629e-05 5.8254e-05 8.53e-05 4.81109e-05 8.34765e-05 4.7727e-05 9.19222e-05 0.000139869 0.000196699 -0.000449947 0.000503742 0.000252141 0.000212483 0.000552282 9.1254e-05 -2.72991e-05 0.000829202 -0.000129221 -0.000198195 -6.27516e-05 3.4663e-05 0.000160186 0.000325133 7.8258e-06 -0.000814057
internal_weight=0 0.0510695 0.0497813 0.0478067 0.0467938 0.0417053 0.0406259 0.0394754 0.0381133 0.0370529 0.0355361 0.033976 0.0321489 0.0295342 0.00233227 0.00508854 0.0272019 0.0260397 0.00684727 0.0191925 0.0147754 0.00330975 0.0131135 0.0120115 0.00984609 0.00879066 0.00770261 0.00608794 0.00351437 0.0021654
internal_count=3910 3784 3604 3026 2984 2590 2531 2350 2273 2029 1997 1741 1545 1489 47 394 1442 1381 354 1027 909 348 840 755 577 547 497 410 355 178
is_linear=0
shrinkage=0.00142833


Tree=1261
num_leaves=31
num_cat=0
split_feature=14 1429 1213 133 160 52 1365 1374 1 43 40 484 1374 0 1 47 48 0 14 0 1212 156 4 12 130 1186 160 3 2 4
split_gain=0.000853516 0.000672512 0.000693129 0.000673371 0.000729184 0.000661789 0.00056907 0.000516283 0.000631453 0.000598087 0.000619356 0.000452894 0.000441034 0.000822188 0.000445414 0.00055195 0.000427727 0.000682743 0.000467971 0.00052368 0.00041457 0.000346344 0.000382879 0.000726052 0.00064488 0.000734967 0.00047608 0.000449002 0.000440035 0.000577793
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 1.0000000180025095e-35 0.087785000000000016 0.095155000000000017 -0.24333999999999997 -0.012844999999999997 -0.0043499999999999988 -0.094679999999999986 -0.23029999999999998 0.092730000000000021 0.09550500000000002 0.12675000000000003 -0.16128999999999996 -0.13131999999999996 -0.11287999999999999 0.058905000000000006 0.013700000000000002 -1.0000000180025095e-35 0.085185000000000025 -1.0000000180025095e-35 0.085080000000000003 0.084835000000000008 -0.069909999999999986 0.11085000000000002 -0.51381999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 -4 -5 -6 7 8 11 -10 -11 -7 -13 -14 15 21 18 -18 -12 -20 -3 22 24 -24 25 -15 27 -25 29 -26
right_child=-2 2 3 4 5 6 -8 -9 9 10 16 12 13 14 -16 -17 17 -19 19 -21 -22 -23 23 26 28 -27 -28 -29 -30 -31
leaf_value=-0.0010138676511360952 -0.00095872794944481708 -0.0013459962303127813 -0.00085545951644456911 -0.00087185849420712259 -0.00094777749388218603 -0.00080132334476224691 -0.0008446913373199999 -0.00069044217318460651 -0.00022252291055825874 0.0012591440407187056 -8.3125407075841244e-05 -0.00063986921817548717 0.0011460516239107307 -0.0013460410684845974 -0.00075327143204630533 0.0010235760082214992 -0.00088867069453971658 0.00063369858855652657 0.001073436438646097 0.00037485858002671529 -0.00013025359888934517 0.00061229000219477846 -0.0010776760842695465 -0.001013874679366157 -0.00063036981921713693 0.000259869851924146 0.00060554453563390774 0.00022121772559019354 0.0011059398154097146 0.00034349942066644741
leaf_weight=0.0011559603476260496 0.0017376736529852712 0.0010272197643959582 0.0014170787529992337 0.0013935228137974534 0.0010325506519145424 0.0010666727515414717 0.0010321903595573714 0.0012349736833083816 0.0023943358025064745 0.0017308436921416046 0.0019131471184736801 0.0013899463766477984 0.0013841893310200136 0.0010270742000920161 0.0011140104141706955 0.0011565844259528993 0.0010971540858122353 0.0010390917176863477 0.0032629414630731563 0.004809087185100756 0.0010054984655072097 0.0018800612472726899 0.0015332721394365713 0.0010432088243795823 0.0013148756042848818 0.0010380698860155135 0.0015071678389091403 0.0010907115499843023 0.0010671709431235863 0.006869512804599018
leaf_count=180 126 301 204 230 172 337 72 73 40 258 85 46 16 112 61 50 19 26 155 251 277 113 78 80 14 32 43 22 29 408
internal_value=0 8.11263e-07 2.48112e-05 5.82027e-05 8.67069e-05 0.000117046 0.000142617 0.000166902 0.000192898 0.000398625 0.000505989 5.63778e-05 9.5449e-05 0.000141851 7.45118e-05 0.000121735 0.000398445 -0.000148175 0.00051539 0.000657243 -0.000744621 6.49581e-05 2.55956e-06 -0.000300735 0.000141236 -0.00053881 2.64369e-05 -0.000382581 0.000293036 0.000187041
internal_weight=0 0.0500281 0.0488722 0.0468394 0.0454224 0.0440288 0.0429963 0.0419641 0.0407291 0.0162466 0.0138523 0.0244825 0.0234159 0.0220259 0.0206417 0.0195277 0.0121214 0.00213625 0.00998518 0.00807203 0.00203272 0.0183711 0.0164911 0.00517436 0.0113167 0.00206514 0.00364109 0.00213392 0.00925156 0.00818439
internal_count=3910 3784 3604 3026 2822 2592 2420 2348 2275 834 794 1441 1104 1058 1042 981 536 45 491 406 578 931 818 223 595 144 145 102 451 422
is_linear=0
shrinkage=0.00134594


Tree=1262
num_leaves=21
num_cat=0
split_feature=14 1374 457 1 376 132 42 47 394 133 43 49 2 52 52 3 4 1 16 3
split_gain=0.00015538 0.000136059 0.00017666 0.000193015 0.000208613 0.000212236 0.000223054 0.000308079 0.000218301 0.000183664 0.000323259 0.00024542 0.000184359 0.000308615 0.000337642 0.000216068 0.000227792 0.000178222 0.000159321 0.000143706
threshold=0.056865000000000006 -0.094679999999999986 0.082870000000000013 0.12864500000000004 0.048375000000000008 0.080815000000000012 -1.0000000180025095e-35 0.10887000000000001 -0.014749999999999997 0.090085000000000012 0.098320000000000005 -0.10115499999999998 0.086545000000000025 0.11588000000000002 -0.074484999999999982 -0.078884999999999997 -0.0025899999999999994 0.087075000000000014 -0.0060199999999999993 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 9 -3 10 11 -8 15 14 -14 -13 -17 -4 -16 -5
right_child=-2 2 17 19 -6 -7 7 -9 -10 -11 -12 12 13 -15 18 16 -18 -19 -20 -21
leaf_value=-0.0012459704186903637 -0.0016000129959232831 -0.00033148479600501738 9.4145287226800016e-05 0.0018646064017491199 0.0015654888672648058 0.0010880847149563179 -0.0016094493430169976 -0.0024044079988958227 -0.0029797886247198619 -0.001504414165198799 -0.0020991290816163451 -0.0016682918018340132 -0.00028259135069978389 -0.00090200171829442593 0.0013691956916833405 0.0017380824552210201 -0.00060402268514257349 0.0021050754929322559 0.0031755279842983464 6.5247588075388483e-05
leaf_weight=0.0013104454591488226 0.0010005015302634304 0.0010011675087764071 0.0015494710133348013 0.0014080026621181843 0.0010548009159186958 0.0016690310817171752 0.001015933801391756 0.0010053475878014631 0.0010351468738064975 0.0013345966873223704 0.0010194439810911069 0.0011572707287936801 0.0013825021475307704 0.0011984863429997938 0.0019853705596683925 0.0011999840091083125 0.0015639435660577163 0.0013471668863869191 0.0013354456869850758 0.0014977516774655752
leaf_count=66 144 213 105 160 95 284 75 121 564 447 95 408 268 96 222 127 66 151 65 138
internal_value=0 2.38063e-05 9.10081e-05 -3.33113e-05 -0.000182052 -0.000285009 -0.000426172 -0.000246674 -0.00167773 -8.22476e-05 7.78096e-05 0.000282559 0.000478238 0.000929781 0.00139655 -0.00020138 0.000412823 0.00102939 0.0020956 0.000937139
internal_weight=0 0.0260713 0.0247609 0.0218642 0.0189585 0.0179037 0.0162346 0.0141983 0.00203631 0.013193 0.0118584 0.0108389 0.009823 0.0059018 0.00470332 0.0039212 0.00276393 0.00289664 0.00332082 0.00290575
internal_count=3910 3766 3700 3444 3146 3051 2767 1990 777 1869 1422 1327 1252 651 555 601 193 256 287 298
is_linear=0
shrinkage=0.00404364


Tree=1263
num_leaves=31
num_cat=0
split_feature=453 52 1213 133 160 483 1429 14 38 3 1374 457 39 42 123 456 33 133 42 483 150 4 158 2 1 49 42 1186 403 3
split_gain=0.000832236 0.00073145 0.000756486 0.000581335 0.000686303 0.000618407 0.000578353 0.000585515 0.000601398 0.00096598 0.000569253 0.000564687 0.000723547 0.000923419 0.000640136 0.000689282 0.000600875 0.000616517 0.000639255 0.000495171 0.000552854 0.000474109 0.000597641 0.000553028 0.000578785 0.000861487 0.000554372 0.000582181 0.000466203 0.000432982
threshold=0.096095000000000014 -0.51745999999999992 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.086419999999999983 -1.0000000180025095e-35 0.07802000000000002 0.11976000000000002 0.30601500000000009 0.086000000000000007 0.53894500000000012 0.15608500000000003 -0.11403999999999999 1.0000000180025095e-35 0.086300000000000016 -0.007134999999999999 0.093845000000000026 0.091590000000000019 0.088115000000000013 -0.047069999999999994 0.27608500000000008 0.08482000000000002 0.11230000000000001 0.10871500000000002 -0.085974999999999982 -1.0000000180025095e-35 0.085080000000000003 -0.062634999999999982 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 -4 -5 -6 -7 8 9 10 11 12 13 -8 15 16 -15 19 -19 20 -18 22 23 24 25 -22 27 -27 -3 -28
right_child=-2 2 3 4 5 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00090113236643899733 -0.0010644559444275988 -8.0194274407242776e-05 -0.00074592808906188729 -0.00083432146823469522 -0.00084746707798666072 -0.00080005219093671467 -0.00068377675882739272 -0.00067548535826312509 -0.00076098241976368193 0.0012435057720780016 -0.00067427651655081191 -0.00061178493888460654 0.0012437722930356222 -0.00068639508273954191 0.0009035958173682552 -0.00080062393531290642 0.0012194624104497679 0.00011852706203835352 -0.0010485290902929078 -0.00043492994465807146 -0.0006247070396207951 0.00085857550724136131 -0.00064802920961456111 -0.00027457625191396962 0.00091058461731407831 -0.00086947725510486975 0.0012231040235465651 0.00042812133158192782 -0.0012434922296927725 0.00040793256698650891
leaf_weight=0.0013521817220001333 0.0011582972597352628 0.0010030957755474135 0.0013520321781258495 0.0012326967232338384 0.0010280069432075925 0.0010144304276511465 0.0017814045165750461 0.001289862884323644 0.0010352744722581511 0.0013238595844671233 0.0012147980182530818 0.0013111967979284591 0.0010346073215927723 0.0010807779890740212 0.0020764706343719954 0.0010478960019273389 0.0011028173108229558 0.0023527431036690629 0.0010493274905358091 0.0012777031363773164 0.0014500679092699356 0.0022856531485904155 0.0010583881207362191 0.0022399703528424011 0.0027108071020407456 0.0010440545185276809 0.0011047817230291695 0.001095586849693575 0.0011357460475339689 0.011435182186344119
leaf_count=275 36 245 208 255 146 76 109 71 25 144 82 14 33 29 246 106 29 191 210 137 65 127 89 48 30 165 17 33 342 327
internal_value=0 1.32257e-06 2.56459e-05 5.78669e-05 8.11487e-05 0.00010598 0.000128047 0.000149739 0.000175014 0.000198604 0.000163807 0.000190224 0.000218472 0.000189163 0.000234352 0.000191376 0.0002246 0.000257195 -0.000241437 0.000320481 0.000358291 0.000319407 0.000263742 0.00030952 0.000378964 0.000289618 0.000379936 -0.000205052 -0.000697917 0.00047975
internal_weight=0 0.0515214 0.0501692 0.0480304 0.0466784 0.0454457 0.0444177 0.0434032 0.0421134 0.0410781 0.0397542 0.0385394 0.0372282 0.0361936 0.0344122 0.0323358 0.0312879 0.0302071 0.00340207 0.026805 0.0255273 0.0244245 0.0221388 0.0210805 0.0188405 0.0161297 0.0146796 0.00213964 0.00213884 0.01254
internal_count=3910 3874 3599 3012 2804 2549 2403 2327 2256 2231 2087 2005 1991 1958 1849 1603 1497 1468 401 1067 930 901 774 685 637 607 542 198 587 344
is_linear=0
shrinkage=0.00124344


Tree=1264
num_leaves=31
num_cat=0
split_feature=31 14 1429 33 9 4 150 11 1213 133 160 38 3 483 484 403 124 133 2 52 1373 457 159 42 403 16 15 4 1374 3
split_gain=0.000997813 0.000758804 0.000792202 0.000637953 0.000631425 0.000680207 0.00121643 0.00107292 0.00060502 0.000563232 0.000635078 0.000626677 0.00106917 0.00114387 0.00059479 0.000928641 0.000669337 0.000682974 0.000579613 0.000621305 0.000596507 0.000581361 0.000588552 0.00061674 0.000501607 0.000459043 0.000526684 0.000643507 0.000755971 0.000488946
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.007134999999999999 0.091370000000000021 0.28937500000000005 -1.0000000180025095e-35 0.08184000000000001 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.10777500000000002 0.30601500000000009 0.088030000000000011 0.084750000000000006 -1.0000000180025095e-35 -0.048219999999999992 -0.17468499999999998 -1.0000000180025095e-35 -0.42985499999999993 0.084345000000000017 0.53894500000000012 0.096890000000000018 -0.11145999999999999 0.095765000000000017 -0.30307999999999996 -0.11739999999999999 -0.0048949999999999992 -0.094679999999999986 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 -10 -11 12 13 14 15 -12 -17 -18 -19 -20 21 22 23 -21 25 -25 -27 29 -29 -28
right_child=1 -3 3 4 -6 6 -8 -9 9 10 11 -13 -14 -15 -16 16 17 18 19 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0011188574160227039 -0.0010568529095644882 -0.00098470274516598236 -0.00091228299271986458 -0.00081044428825446219 0.00076654811163297948 -0.00078496044696409878 0.00082630735852821924 -0.0013729477675240829 -0.0008692949109999692 -0.0009307104862224312 -0.0011635906900097615 -0.00089422021183525348 0.0013729483449124876 -0.0012827426248697197 0.00071684625507579972 0.00091020660346217183 0.0010828929673749306 -0.00098318982250253481 -0.00098180155340343855 -0.00067114252840450115 -0.00086760982992008641 -0.00072481795678144834 -0.00082750832202644448 -0.00019724984314397245 -0.0006287035658466151 -0.00057572299089532811 0.00044337500991088822 -0.00019956503972407732 0.00092168068503205324 -0.00019503319590595048
leaf_weight=0.0013687250675800114 0.0014079769200653893 0.0016501047637746949 0.0014500422934631265 0.0018312749735119862 0.0020043106610265751 0.0011426133877421307 0.0038880752779915087 0.0011634377924636388 0.0013748735144589732 0.0012737079282156829 0.0011686877829736311 0.0012726852444728811 0.0011776533943779191 0.0011852653421502981 0.0026280313724074125 0.001740741653902588 0.0011309439531075318 0.001097422722978073 0.001093755093991562 0.0014131762836426523 0.0012154634571821523 0.0014655807744929908 0.0010788526057345918 0.0029088353953347973 0.0011286289078622494 0.0010091211190001821 0.0060658773169412813 0.0013653779755031792 0.0066685839681049526 0.0036047930999529836
leaf_count=113 178 124 41 576 59 32 271 74 190 226 486 32 71 234 166 77 14 27 132 52 24 13 151 49 63 42 219 13 104 57
internal_value=0 -6.71632e-05 -4.01055e-05 -1.38614e-05 1.06735e-05 -1.89782e-05 0.000460342 -7.13266e-05 -3.75988e-05 -4.73701e-06 2.37726e-05 5.38505e-05 8.46729e-05 4.47156e-05 8.74895e-05 3.90653e-05 8.16737e-05 3.55161e-05 -3.81671e-06 3.32218e-05 7.29789e-05 0.000115783 0.000164587 0.00020888 0.000263543 0.000310115 0.000388979 0.000443964 0.000731124 0.000205405
internal_weight=0 0.0576059 0.0559558 0.0545478 0.0530978 0.0510935 0.00503069 0.0460628 0.0448993 0.0430681 0.0416932 0.0404195 0.0391468 0.0379691 0.0367839 0.0341558 0.0329872 0.0312464 0.0301155 0.029018 0.0279243 0.0267088 0.0252432 0.0241644 0.0227512 0.0216226 0.0187138 0.0177046 0.00803396 0.00967067
internal_count=3910 3797 3673 3495 3454 3395 303 3092 3018 2442 2252 2026 1994 1923 1689 1523 1037 960 946 919 787 763 750 599 547 484 435 393 117 276
is_linear=0
shrinkage=0.00137286


Tree=1265
num_leaves=20
num_cat=0
split_feature=1456 453 4 11 1 48 15 150 52 133 159 52 15 0 52 16 2 0 48
split_gain=0.000212969 0.000170773 0.000224201 0.000269046 0.00021885 0.000154843 0.000297914 0.000210906 0.000142314 0.000216356 0.000140354 0.000247633 0.000171706 0.000244442 0.000240168 0.000238663 0.000191484 0.000117296 0.00011011
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27608500000000008 0.077330000000000024 0.11235500000000002 0.091555000000000011 -0.095799999999999982 0.08882000000000001 -0.40083499999999994 0.10681500000000001 0.09141500000000001 -0.030179999999999995 -0.10312999999999999 -0.10071499999999999 0.09716000000000001 -0.083564999999999987 0.080080000000000012 -0.089879999999999974 0.12862000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 -7 8 -2 10 11 17 -13 16 15 -15 -14 -10 -8
right_child=1 -3 4 -5 -6 6 18 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0023046538921251015 -0.001722941920690717 -0.0018371777445791075 1.2439274505746991e-06 -0.0024382905206558792 0.0028051591621856627 -0.0013271448879210869 0.0026283070527489925 -0.0017817974878923642 0.00083539258911383054 -0.0018029414769416443 -0.0013503623992152491 -0.0015635507619976142 0.0029485206574148127 0.0001991042316744372 0.0012919942111063434 -0.0024141174083158611 0.00026053562747853652 0.0028361490520665954 0.00059039285317295147
leaf_weight=0.0010134279908056111 0.0010435288179967894 0.0011658763057762469 0.001346153544461103 0.0011206723478912597 0.001474323355724283 0.0010202366927548889 0.0017371626362033396 0.0017237252983915421 0.0015304009536111218 0.0012485562706441725 0.001082504640199434 0.0012941360652085161 0.0013856011590256375 0.00198796899899657 0.0017936938720257978 0.0015900744438758583 0.0012970265083929178 0.0014354369500599274 0.0010911687114472102
leaf_count=369 211 91 108 200 310 132 145 200 119 410 160 93 20 364 286 409 78 144 61
internal_value=0 4.40307e-05 0.000131056 -3.72825e-05 0.00146691 8.92739e-05 0.00100193 -0.000112444 7.09665e-05 0.000198788 0.000385345 0.000537924 0.00013634 0.00040947 -0.000209499 -0.000962206 0.0016489 0.00180374 0.00184208
internal_weight=0 0.0263682 0.0252024 0.0223819 0.00282048 0.0212612 0.00384857 0.0174127 0.0156889 0.0146454 0.0133968 0.0123143 0.0093485 0.00805436 0.00537174 0.00357804 0.00268263 0.00296584 0.00282833
internal_count=3910 3541 3450 3032 418 2832 338 2494 2294 2083 1673 1513 1250 1157 1059 773 98 263 206
is_linear=0
shrinkage=0.00502775


Tree=1266
num_leaves=31
num_cat=0
split_feature=14 1429 1213 480 52 133 160 123 42 124 3 483 33 158 1374 1374 453 1 4 16 42 15 42 133 52 0 52 1 1 3
split_gain=0.000707387 0.000729455 0.00054915 0.000494947 0.000464706 0.000526651 0.000512015 0.000569633 0.000923513 0.000720756 0.000608676 0.00065227 0.0006878 0.00072682 0.000631486 0.000653775 0.000657517 0.0006123 0.000729035 0.000620127 0.000577272 0.00110691 0.000553711 0.000853501 0.000505394 0.000685699 0.000462013 0.000441308 0.00058902 0.000328493
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 -0.080904999999999991 -0.013479999999999999 0.24227500000000002 0.086680000000000021 -0.007134999999999999 0.087355000000000016 0.084470000000000003 -0.094679999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.0057500000000000008 0.032820000000000009 -1.0000000180025095e-35 0.085120000000000015 0.092145000000000019 0.040200000000000007 0.11588000000000002 -0.060094999999999989 -0.081429999999999989 0.10080500000000002 0.088495000000000018 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 9 -9 -8 11 12 -11 14 15 -14 17 20 19 27 21 -17 24 -24 25 26 -22 28 -19 -20
right_child=-2 2 3 -5 5 6 7 8 -10 10 -12 -13 13 -15 -16 16 -18 18 29 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011745091828849591 -0.00097903843504378008 -0.0007617331376610784 -0.0009214858619119023 -0.00079503125710706348 -0.00081465038245258456 -0.00081853458615648673 -0.00080024314233481599 -0.00029615019668945543 0.0013668133683109546 -0.0010711494449195953 0.0011963892009812728 -0.0010695095067016936 -0.00049851151300483358 -0.00069654392101280518 -0.00090040154569810227 -0.0015158287406110374 -0.00075563747465240275 0.00075070027389727127 0.00067451547544026852 -0.00064948372351860946 0.00084030857128899723 0.00045209446434874213 0.00051801610062851425 -0.0012742235234358826 -0.00032276796896019963 0.0013639162460708488 -0.00019797162468418688 0.0012375951710049901 -0.00048522649071976561 0.001305241308095927
leaf_weight=0.0011966212401380285 0.0017745122428207685 0.0019651148816822164 0.0010310540122545611 0.0015189843337640166 0.0013778093720055997 0.0012501485459333042 0.0018846384240545069 0.0011995629718057899 0.0021288774463242835 0.0010125525717796782 0.0012594481948580141 0.0010215483939059458 0.0022214538683762433 0.0019683063276347825 0.00105397275715191 0.0012349442029937494 0.0011721792009815593 0.0020453190730833634 0.004743581131807062 0.0014102130863520301 0.0019841899259223092 0.0014023968052976343 0.0013424705017719418 0.0011196003336673144 0.0013176504450242987 0.0023193310659621732 0.0019546208058047604 0.0013271556685623409 0.0015629000854300301 0.0031615782571030593
leaf_count=180 126 578 171 228 188 178 66 30 257 27 135 186 57 165 65 191 53 72 114 73 67 105 35 114 29 34 114 48 150 74
internal_value=0 -5.25621e-06 2.33028e-05 5.61074e-05 8.45174e-05 0.000107839 0.000137329 0.000165884 0.000767485 0.000113901 0.000160927 0.000124063 0.000159555 0.00019693 0.000252984 0.000293078 0.000355662 0.000404041 0.000619608 0.000236957 0.000161678 -0.000469392 0.000327485 -0.000296986 0.000530433 0.000710074 0.000325066 0.000490245 0.000215359 0.000926767
internal_weight=0 0.0501882 0.0489916 0.0470265 0.0455075 0.0444764 0.0430986 0.0418485 0.00332844 0.0385201 0.0366354 0.035376 0.0343544 0.0333419 0.0313736 0.0303196 0.0280981 0.026926 0.0142507 0.00634559 0.0126752 0.00263734 0.0100379 0.00246207 0.00757579 0.00625814 0.00393881 0.00493537 0.00360822 0.00790516
internal_count=3910 3784 3604 3026 2798 2627 2439 2261 287 1974 1908 1773 1587 1560 1395 1330 1273 1220 531 343 689 296 393 149 244 215 181 270 222 188
is_linear=0
shrinkage=0.00151575


Tree=1267
num_leaves=31
num_cat=0
split_feature=158 1213 1429 14 155 133 160 1 42 159 13 43 13 11 49 42 403 131 47 1 51 0 1186 130 49 15 0 52 15 42
split_gain=0.000906405 0.000916104 0.000895608 0.000832805 0.000688346 0.000638718 0.000794858 0.000636869 0.000682192 0.000569488 0.000530403 0.000806302 0.000678053 0.000753106 0.000535057 0.000655001 0.000526247 0.000507295 0.000481523 0.000514456 0.000738354 0.00055755 0.000465728 0.000565263 0.000464061 0.000450061 0.00054058 0.000817895 0.000340707 0.00042516
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.10222000000000002 -0.26719999999999994 -0.40446999999999994 0.10752500000000002 0.094935000000000005 0.073745000000000019 0.17936000000000002 -0.50992999999999988 0.076210000000000014 0.08184000000000001 -0.084114999999999981 0.090750000000000011 -0.085079999999999975 0.089145000000000016 0.09252500000000001 0.094695000000000015 0.08955500000000001 -0.23029999999999998 0.085080000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.017214999999999998 -0.19631499999999999 -1.0000000180025095e-35 -0.0063699999999999989 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 5 -4 -7 10 9 24 12 -12 13 14 15 -8 -1 18 19 20 21 -16 23 -23 -9 26 -26 -28 29 -25
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 11 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 22 -24 28 25 -27 27 -29 -30 -31
leaf_value=-8.2395527451500173e-05 -0.0013423583666244362 -0.0011240522228872969 -0.00084956303589377613 -0.00092149998398143918 -0.001042590105033935 -0.00085996769211053729 -0.00083053603492316646 -0.00035937107079538473 0.0010833173634658142 0.0012578083772101555 0.00044000741011616522 -0.001164417418783851 0.00076173030427033545 -0.0011344281547247999 0.001115135121239223 0.00052572462646588338 -0.0014283819785304997 -0.00075018745699960583 -0.00037012589612368021 0.00091872334375207138 -0.00083414897642718525 -0.0008705117522139666 0.00097136699684715971 -0.00064358219886314033 -0.00072015214441574721 0.0011298101338005474 -0.00072353453183751821 0.00075393761813980311 0.00039387859451073341 0.00025289389485677859
leaf_weight=0.0010032786519851289 0.0010834890406097855 0.0013711989105664726 0.0013940797054801104 0.0017567969431075961 0.001092593053896306 0.0015961569129672162 0.0024576597762591126 0.0025831825887496791 0.0026365271911925623 0.001063543574589155 0.0010402093071739671 0.001656847226652213 0.0029865778951609903 0.0010612099503646269 0.0015168504637585864 0.0010312964898275823 0.0014477140299922189 0.001162184500044571 0.0025213748943748717 0.0023584343529821075 0.0012848873527633023 0.0010778659236535546 0.0014580793031413472 0.0017856771566212779 0.001094354736920879 0.0012410988484061712 0.0010000715528999411 0.0032434860333871978 0.0075832752545609491 0.0027281977470208219
leaf_count=139 167 181 190 101 109 220 113 101 144 141 27 72 69 26 15 19 420 197 99 115 92 99 38 112 25 23 39 127 405 285
internal_value=0 -2.3434e-05 1.54833e-05 4.52954e-05 7.8825e-05 0.000103546 0.00013113 0.000165097 0.0004355 0.000268471 6.19257e-05 -0.000545618 0.00011476 4.58183e-05 9.22656e-05 -0.000429641 -0.000877422 0.000169828 0.000217743 0.000292629 0.000207937 0.000290845 0.0002054 0.000120631 0.000153629 0.000355054 0.000174918 0.000405744 0.000208942 -0.00010175
internal_weight=0 0.0562347 0.0537837 0.0524125 0.0506557 0.0495631 0.048169 0.0465729 0.0128623 0.0102257 0.0337106 0.00269706 0.0310136 0.028027 0.0269658 0.00348896 0.00245099 0.0234768 0.0223146 0.0197933 0.0174348 0.0161499 0.0146331 0.013175 0.00916219 0.00657901 0.00533791 0.00424356 0.0120972 0.00451387
internal_count=3910 3743 3184 3003 2902 2793 2603 2383 600 456 1783 99 1684 1615 1589 132 559 1457 1260 1161 1046 954 939 901 315 214 191 166 802 397
is_linear=0
shrinkage=0.00142833


Tree=1268
num_leaves=31
num_cat=0
split_feature=158 31 1429 14 1213 453 4 133 480 155 1 42 15 33 128 49 151 403 15 1 0 16 130 130 42 0 43 42 3 3
split_gain=0.00111751 0.00106719 0.000825653 0.000839368 0.000793846 0.000787801 0.000848965 0.000775133 0.00073576 0.000746327 0.000775198 0.000676794 0.000767513 0.000638532 0.000651493 0.000601281 0.00114751 0.000590201 0.000584096 0.000791559 0.000762908 0.000649669 0.000517226 0.000613032 0.000620851 0.000928554 0.000588832 0.000936721 0.000544294 0.000476402
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.095100000000000018 0.51060500000000009 -0.26719999999999994 0.086640000000000009 0.10222000000000002 0.10752500000000002 0.097010000000000013 0.024640000000000006 -0.007134999999999999 0.086435000000000012 -0.084114999999999981 0.13635000000000003 -0.065924999999999997 -0.017214999999999998 0.11167500000000001 -0.19631499999999999 -0.03800499999999999 -0.084569999999999992 -0.076814999999999981 -1.0000000180025095e-35 -0.07773999999999999 -0.50329499999999994 0.091955000000000023 -0.15327499999999997 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 17 6 7 -6 9 10 13 12 18 -9 15 16 -15 -4 19 -12 -21 -22 -17 -24 25 -25 -26 28 -28 -30
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 22 -18 -19 -20 20 21 -23 23 24 26 -27 27 -29 29 -31
leaf_value=0.001346239474890928 -0.0012825611305951009 -0.0010644663025129615 2.0484912986359266e-05 -0.00094737129093308331 -0.00091924451485696603 -0.0011348193565109833 0.0012528378409984659 -0.00092206731151233084 -0.0010365210283512336 -0.00095471946282542884 0.0011763517643143171 0.00112590126036119 -0.00057352434045248777 -0.00073198714345869677 -0.00099570547554101558 -0.00064652603539653447 0.00088606647199243268 -0.0013459972342315587 0.0013195468649084754 -0.0008898719041754335 0.00071166089359572251 -0.0003428897183008592 0.0012410157846059968 -0.0013460160985025121 0.0011260411965715663 0.0002668808260047623 0.0010565064442075603 -0.00068960827530418079 -0.00018621908652651368 0.00033945779588532486
leaf_weight=0.0010198609421805385 0.001295112062871139 0.0013979252770640596 0.0010082216037705649 0.0017033471039740169 0.0014662365675948133 0.0010018269587277464 0.0010767229418535687 0.0012501050037165831 0.0010565606752228332 0.0011863617007599183 0.0014715701610441573 0.0020419693695172833 0.0016166515761852915 0.0034758451239778046 0.0010288363105230838 0.0013389796546482416 0.0010290858951975679 0.0013252077000627241 0.0011744473678989547 0.0011894077173302282 0.0028576421044692619 0.0016807603501511857 0.0010067686971808589 0.0011639550447216096 0.001288678463197356 0.0014548186754907979 0.0015102131605608657 0.0019897358220906094 0.0041055161469772767 0.013051824584956715
leaf_count=110 167 179 201 114 189 38 136 33 201 99 33 81 36 129 107 70 12 344 34 19 120 40 18 240 12 78 39 291 475 265
internal_value=0 -1.84146e-05 -4.28532e-05 -1.71447e-05 1.22807e-05 4.70618e-05 7.05022e-05 4.47508e-05 7.42161e-05 9.92317e-05 0.000126576 0.000419834 0.000275519 2.18521e-05 5.82221e-05 9.27376e-05 -0.000362366 -0.000755571 0.000439436 0.000295862 6.9649e-05 0.000321117 0.000168924 0.000211623 0.000169434 -0.000449997 0.000243349 0.000188284 0.000281856 0.000213671
internal_weight=0 0.0579691 0.0569492 0.0555513 0.0538479 0.0515145 0.0505127 0.049436 0.0479697 0.0469132 0.0457268 0.0120324 0.00999048 0.0336944 0.0324443 0.0314154 0.00450493 0.00233343 0.00837383 0.00719938 0.00572781 0.0045384 0.0269105 0.0255715 0.0245647 0.00261877 0.021946 0.0206573 0.0186676 0.0171573
internal_count=3910 3743 3633 3454 3340 2795 2757 2621 2432 2231 2132 363 282 1769 1736 1629 141 545 246 212 179 160 1488 1418 1400 318 1082 1070 779 740
is_linear=0
shrinkage=0.00134594


Tree=1269
num_leaves=31
num_cat=0
split_feature=31 1213 1429 403 14 1365 155 156 38 3 483 122 1374 33 133 133 50 1 159 1 12 48 1 13 49 151 49 151 157 43
split_gain=0.00108008 0.000818491 0.000866683 0.000680369 0.000628542 0.000636291 0.000627003 0.000623771 0.000582421 0.00158215 0.000597939 0.000578407 0.000576164 0.000545005 0.000547821 0.000610816 0.000532555 0.000764078 0.000615472 0.000557363 0.00070923 0.000732213 0.000579896 0.000810909 0.000473071 0.000729123 0.000785106 0.000713868 0.000371772 0.00041779
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088229999999999989 0.077685000000000018 1.0000000180025095e-35 0.10222000000000002 0.10253500000000002 0.11976000000000002 0.30601500000000009 -0.086419999999999983 1.0000000180025095e-35 0.086000000000000007 -0.007134999999999999 -0.26719999999999994 -0.17468499999999998 0.088425000000000017 0.10113500000000002 -0.079759999999999984 0.12811000000000003 0.11655500000000001 0.12649500000000002 0.10471000000000001 -0.0061199999999999996 -0.084114999999999981 0.056555000000000001 -0.047309999999999998 0.11193000000000002 -0.078454999999999983 -0.50992999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 9 10 -4 12 13 -12 -15 -16 19 -18 -19 20 21 22 24 -24 27 26 -26 -17 -28 -30
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 15 16 17 18 -20 -21 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=0.001264674446498611 6.7078990734486608e-05 -0.0011811810948447561 -0.0011065097921178926 -0.0014860989299092481 -0.000932018122547607 -0.0010192781487469167 -0.0010660608260675186 0.0011113595316901512 -0.00099875222492319974 0.0014861328932097252 -0.00089300450947544683 -0.0010194240193681081 -0.00087256170002659224 -0.00074636781953852987 0.0011056304184011826 -0.00071705551806022273 -0.0014860918838447083 -0.00079974053342039321 0.00078694803974793768 0.00078389286873180482 -0.00087435536152899267 -0.00093410280746503507 1.5660408973410885e-05 0.0012662252108569482 0.00098379464002927336 -0.00096217468395306789 0.00089094935698166844 0.00071989356358956509 0.00084159579642670615 1.3728711730413502e-05
leaf_weight=0.001360226485021431 0.001015402214851191 0.0014240877891440453 0.0010213985141244155 0.0016108486236882094 0.0015748203723444645 0.0012681675901893277 0.0010955578116191847 0.0012396867222763666 0.0011549534663117802 0.0016793186035628507 0.0011868311598739458 0.0011037822278012746 0.0013885304146314939 0.001524020944723147 0.0014577627633158832 0.0029344517897493807 0.0010599256804348081 0.001004479417400006 0.0011671370408521398 0.0030664955224903858 0.0015070961428216281 0.0012730949282513384 0.0020909065267709082 0.0025311140498540654 0.0029845252911684375 0.0010996658763531278 0.0014018481645323702 0.0010319533076597054 0.0014871294595195607 0.014199144810340795
leaf_count=113 106 179 148 486 109 73 109 79 22 128 37 19 76 188 22 86 351 37 32 116 51 23 89 89 77 37 75 14 30 909
internal_value=0 -7.47978e-05 -3.67454e-05 -0.000885585 -6.85975e-06 2.06513e-05 4.61647e-05 7.02481e-05 4.4098e-05 6.90861e-05 1.79338e-05 4.31757e-05 6.95942e-05 0.000100012 0.000128193 0.000161269 0.000125824 -0.000451795 5.30265e-05 0.000178246 0.000121172 0.000169518 0.000216728 0.000700496 0.000127783 0.000216016 0.000280563 -0.0003432 0.00015774 9.22142e-05
internal_weight=0 0.0585841 0.0559579 0.00262625 0.0545338 0.052959 0.0516908 0.0505953 0.0493556 0.0482006 0.0465213 0.0454999 0.0443961 0.0430076 0.0418208 0.0402967 0.038839 0.00323154 0.00217162 0.0356074 0.0325409 0.0310338 0.0297607 0.00462202 0.0251387 0.0211723 0.0200726 0.00396641 0.0170881 0.0156863
internal_count=3910 3797 3205 592 3026 2917 2844 2735 2656 2634 2506 2358 2339 2263 2226 2038 2016 420 69 1596 1480 1429 1406 178 1228 1128 1091 100 1014 939
is_linear=0
shrinkage=0.00148603


Tree=1270
num_leaves=20
num_cat=0
split_feature=1213 52 1456 1 3 2 12 43 42 52 13 4 0 43 48 2 4 2 4
split_gain=0.000294144 0.000220824 0.000219684 0.000184107 0.000210971 0.000272786 0.000183647 0.000263502 0.000226601 0.000189799 0.000367489 0.000178821 0.000177427 0.000225626 0.000165395 0.000233099 0.000161588 0.000198095 0.000118778
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.10113500000000002 0.090325000000000003 1.0000000180025095e-35 0.10129000000000001 -0.15426499999999996 0.091955000000000023 0.10898500000000001 -0.09547499999999999 0.097045000000000006 -0.076734999999999984 -1.0000000180025095e-35 0.087945000000000009 0.086650000000000019 0.056740000000000006 0.11085000000000002 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 11 7 -4 9 10 -9 -5 13 -12 15 18 -6 -18 -15
right_child=1 2 3 4 16 -7 -8 8 -10 -11 12 -13 -14 14 -16 -17 17 -19 -20
leaf_value=-0.0023696909164965582 -0.0019965956504820908 -0.0018813077588155109 0.0017223955865881581 0.0018331591998559577 0.0010462094779380713 0.0029633586493353061 -0.0017184393981571875 0.0019706705423270594 -0.0019916367051132692 -0.0017121546499657978 -0.0018812048952619135 -0.00033045709869627987 0.0011540407410067317 -0.00094493361549551091 -0.00161724793727521 0.0020333670964036272 0.00076964461026847474 -0.0015741345223702341 0.00089170463476628012
leaf_weight=0.0010411368654535671 0.0010140953060160931 0.0010435120791228774 0.0016742817702337645 0.0013740970936076957 0.0019858668868550922 0.0014854957166636762 0.0012633431278726423 0.0019425550531699818 0.0012191844061239512 0.0011259254106465453 0.001736619436693526 0.0017075209227683519 0.0016203734793771608 0.00196801724573292 0.0010465097386392896 0.0011977767663851058 0.0012299359973766966 0.0017294302439028186 0.001090855304141769
leaf_count=592 345 285 113 125 103 263 216 73 301 183 587 123 148 117 40 84 68 129 15
internal_value=0 4.78918e-05 0.000126303 0.00020879 0.000699998 0.00139185 -8.53504e-05 5.57478e-05 -0.000159766 3.06555e-05 0.000215728 0.000634302 -0.000177922 -0.000484505 -2.71293e-05 0.000363806 6.10468e-05 -0.000600041 -0.000289952
internal_weight=0 0.0274554 0.0264413 0.0253978 0.00951235 0.00456711 0.0158854 0.0146221 0.0129478 0.0117286 0.0106027 0.00308162 0.00866015 0.00703978 0.00530316 0.00425665 0.00494523 0.00295937 0.00305887
internal_count=3910 3318 2973 2688 811 511 1877 1661 1548 1247 1064 248 991 843 256 216 300 197 132
is_linear=0
shrinkage=0.0044645


Tree=1271
num_leaves=23
num_cat=0
split_feature=1213 475 1456 453 42 123 13 3 133 160 43 16 4 4 0 0 15 3 3 42 15 16
split_gain=0.000245579 0.000194371 0.000183232 0.000192645 0.000173027 0.000218963 0.00021132 0.000262439 0.000296546 0.000262404 0.000254276 0.000311304 0.000341742 0.000357368 0.000362167 0.000299862 0.000289708 0.000208201 0.000175507 0.000138245 0.000165902 0.000117469
threshold=-1.0000000180025095e-35 -0.08459499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49820499999999995 0.15165000000000003 0.093130000000000004 -0.10117499999999999 -0.070369999999999988 0.064860000000000015 -0.0025899999999999994 0.0057500000000000008 -0.17106499999999999 -0.10209999999999998 0.05377500000000001 -0.077894999999999978 -0.08348499999999999 -0.089024999999999979 -0.017214999999999998 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 19 6 -6 8 9 -8 17 12 16 -14 -15 -16 -12 18 21 20 -4 -11
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0021094930288915316 -0.0017610632735665308 -0.0016606610797687492 -0.0012696046639808941 -0.0015074465621316222 -0.0014727085021864843 0.0022993314204411831 -0.0015744458271461411 0.0023608599698420329 -0.0017818203483420934 0.00055151617509448985 0.0031480825173574364 -0.0019548526041302493 -0.0022483530767231845 0.0019163570259669736 -0.0020947326401372455 0.00070091094041077975 0.00039356134269549683 0.0028868916183525401 -0.00061206893997541696 -0.0018007093802861601 0.00082581001872870214 0.0026118726442385483
leaf_weight=0.0010132586813156935 0.00105770616360571 0.0010273526565593013 0.0011831223434302651 0.0011754724021859611 0.0011284020238666549 0.0010977444404691164 0.0010841748035822505 0.0012224301476271284 0.001170220811184188 0.0010220385845802482 0.0013636664628002785 0.001069081547199425 0.0011393322815092064 0.0018394281397622284 0.0012563454670839694 0.0016142148835498575 0.0014514501562523652 0.0013362308426506661 0.0010055281378684722 0.0011450925216711641 0.0016890029339968748 0.001016173333039383
leaf_count=592 280 310 140 88 53 263 213 110 338 100 57 138 64 74 45 77 106 81 141 441 154 45
internal_value=0 4.22008e-05 0.000115457 0.000188418 0.000272057 0.000436678 0.000327444 0.000442922 0.000299682 0.000459957 0.000616237 0.000229862 0.000499428 -9.17897e-05 0.000429877 -0.000522646 0.00172787 0.00147487 0.000854979 -0.000539996 -3.73598e-05 0.00157873
internal_weight=0 0.0270942 0.0260365 0.0250092 0.0238337 0.0198165 0.0187187 0.0175903 0.0163679 0.0151977 0.0141135 0.00973352 0.00866444 0.00584932 0.00470999 0.00287056 0.00281512 0.00437997 0.00304374 0.00401722 0.00287213 0.00203821
internal_count=3910 3318 3038 2728 2640 1905 1642 1589 1479 1141 928 561 423 260 196 122 163 367 286 735 294 145
is_linear=0
shrinkage=0.00429114


Tree=1272
num_leaves=21
num_cat=0
split_feature=14 157 0 49 42 3 151 150 1 43 1 133 160 12 12 0 13 47 1 4
split_gain=0.000144192 0.000137549 0.000183755 0.000123256 0.000224834 0.000241491 0.000191951 0.000220609 0.000230072 0.000195251 0.000213323 0.000174818 0.000243266 0.000230988 0.000209537 0.000156613 0.000355325 0.000155988 0.000171751 0.000179899
threshold=0.05884000000000001 -0.07453499999999999 -0.098179999999999976 -0.14917999999999998 0.11315500000000002 -0.15464999999999998 0.056555000000000001 0.090145000000000017 0.14000500000000002 -0.074254999999999988 0.10752500000000002 0.091290000000000024 -0.088034999999999988 0.088965000000000002 0.086305000000000007 -0.070894999999999986 -0.083514999999999992 0.09550500000000002 0.094485000000000013 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 8 9 10 15 12 -11 14 17 16 -7 18 19 -14
right_child=-2 3 -4 4 -6 6 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0023398912728550139 -0.0018576060513845769 0.0011503307787296508 -0.00039825885682106247 0.0017507646979503782 -0.0023926101728549178 0.0010493050285255521 -0.0017121783513099375 0.0016437737775934077 0.0019658639632194387 0.0010420859242484073 0.0022322087906469614 0.00088250644726266931 -0.0014157032633558728 -0.0030154305596460911 0.0010747310976159908 0.0011990291594974373 -0.0029103120932648181 0.00012654981164944654 -0.00059250077502453623 -0.0042353490280992731
leaf_weight=0.0013730011012569321 0.0010175555837296782 0.0018308302349187002 0.0010515624686963923 0.0016348116330708829 0.0010627457099048774 0.0010776323511641622 0.0018949916743924424 0.0016693589113921927 0.0010732121727363977 0.0012005630388396086 0.0011988420442977099 0.0013447900403166244 0.0011870672150967407 0.0015932947483865978 0.0010683927995286668 0.0012704987143772302 0.0011259853181417381 0.0013307885561831823 0.0015772313164189589 0.0010240632620742811
leaf_count=60 141 89 421 142 281 207 106 141 97 157 143 213 205 439 234 133 462 66 84 89
internal_value=0 3.30811e-05 0.00115232 -7.9216e-05 -0.000180007 -6.94632e-05 -0.000221002 -6.17299e-05 -0.000238872 -0.000396625 0.000439385 -0.000774948 -0.00102312 -0.00134178 -0.000910808 -0.00017928 -0.000973946 -0.0013252 -0.00183518 -0.00272159
internal_weight=0 0.0265897 0.00242456 0.0241651 0.0223343 0.0212715 0.0196367 0.0177417 0.0160724 0.0149991 0.00467296 0.0103262 0.0089814 0.00778084 0.00618754 0.00347412 0.00220362 0.00511915 0.00378836 0.00221113
internal_count=3910 3769 481 3288 3199 2918 2776 2670 2529 2432 945 1487 1274 1117 678 802 669 444 378 294
is_linear=0
shrinkage=0.00492917


Tree=1273
num_leaves=21
num_cat=0
split_feature=1456 151 11 151 48 1 0 2 3 16 52 16 160 16 12 1 16 16 12 0
split_gain=0.000144421 0.000159566 0.000186514 0.000223079 0.000235913 0.000232633 0.000303136 0.000277773 0.000577249 0.000252473 0.000236358 0.000278355 0.000548486 0.000218101 0.000174447 0.000178943 0.000134705 0.000225176 0.000132591 0.000119033
threshold=-1.0000000180025095e-35 0.087190000000000017 0.088315000000000018 0.056555000000000001 -1.0000000180025095e-35 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.013944999999999997 -0.17157499999999998 -0.074484999999999982 -0.19424999999999998 -1.0000000180025095e-35 -0.014099999999999998 0.051320000000000005 0.095575000000000007 -0.083144999999999983 0.18936500000000003 0.096990000000000007 0.15480500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 13 9 -9 -7 -10 -12 -13 -6 15 -11 -8 -18 -16 -19
right_child=1 -3 -4 -5 5 7 16 8 10 14 11 12 -14 -15 18 -17 17 19 -20 -21
leaf_value=-0.0014690353892322094 -0.0015188193643409914 0.0012196159119544276 -0.001632562871044684 -0.0016802051679165625 -0.0022177017419191532 0.0013444742446394838 0.0011314138570656801 0.0029816043294314397 -0.00074269549948597746 -0.00097810419748002131 -0.00042604687703073766 -0.00018752840175040626 0.0035742663937325947 -4.5019367351919992e-05 -0.0023114649307291353 0.0012100575076367745 -0.0013570700061493492 -0.00028504497198079021 -0.00036728702643476128 0.0015723826019636014
leaf_weight=0.0010102164064825806 0.0012709246352377015 0.0015956460738188452 0.0010740417769971025 0.0011062865415887293 0.0016948775397278085 0.001375381676814752 0.0017354436019376652 0.0017461018694318597 0.0017914314155000888 0.0010615700172849074 0.0013544778900344556 0.0011157352001336385 0.0012319795311456772 0.001186515113898441 0.0010885973848618058 0.0012057892438308571 0.0014658478704964537 0.0010569692911165385 0.0010324481302503852 0.0010281551439470515
leaf_count=369 190 130 136 45 607 103 142 231 153 43 107 63 53 222 401 93 522 161 124 15
internal_value=0 2.85404e-05 -4.86463e-05 2.35957e-05 0.000107584 0.000205218 -0.000308838 0.000528109 0.00103496 -0.00010853 0.000416234 0.000977021 0.0017865 -0.00132302 -0.00056392 0.000185568 0.000243949 -0.000189776 -0.00136511 0.000630835
internal_weight=0 0.0262182 0.0246226 0.0235485 0.0224422 0.0211713 0.00816781 0.0130035 0.00723973 0.00576379 0.00549362 0.00370219 0.00234771 0.00288139 0.0043884 0.00226736 0.00528642 0.00355097 0.00212105 0.00208512
internal_count=3910 3541 3411 3275 3230 3040 1669 1371 607 764 376 223 116 829 661 136 840 698 525 176
is_linear=0
shrinkage=0.00388662


Tree=1274
num_leaves=31
num_cat=0
split_feature=1213 52 453 403 133 1374 376 123 484 1 13 43 43 160 43 33 4 42 0 48 403 1 3 160 4 1 457 49 3 0
split_gain=0.000711697 0.000732651 0.000756111 0.000669865 0.000576805 0.000607674 0.000641708 0.000768819 0.000623217 0.000555798 0.000644164 0.000644241 0.000597844 0.00069755 0.000693121 0.000613112 0.000495085 0.000692773 0.00065989 0.00048316 0.000462523 0.000451133 0.000694398 0.000499357 0.000428641 0.000417387 0.000339885 0.000339593 0.000495645 0.000342931
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.096095000000000014 -0.083219999999999975 -0.26719999999999994 0.090240000000000015 0.11605500000000001 0.083745000000000014 -0.075729999999999978 0.11368000000000002 0.17936000000000002 -0.50992999999999988 -0.15648499999999999 -0.23073999999999997 -0.092084999999999986 -0.007134999999999999 0.24280000000000004 0.098285000000000011 -0.035699999999999989 0.11930500000000001 -0.062634999999999982 0.099595000000000017 0.12991000000000003 0.10070500000000002 0.053925000000000008 0.09112000000000002 0.098180000000000003 -0.084114999999999981 -0.080244999999999997 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 3 -3 -5 6 7 8 -6 10 12 -12 -10 -14 -15 -16 17 18 24 21 -1 23 -23 26 -11 -9 27 28 -17 -29
right_child=1 2 -4 4 5 -7 -8 25 9 16 11 -13 13 14 15 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00010897217691187595 -0.00072984120784042104 -0.00099206252380127638 -0.0010700769176013195 -0.00079156665968944701 -0.00062344167762519638 -0.000739905204086983 -0.00069898682189468032 0.00018734503070009072 0.00082999794450726013 2.8796935198684742e-05 0.00018999310349350975 -0.0011707419096411095 -0.00085157001186528074 -0.00090545194018287875 -0.0008200979381303915 0.00042813964079456125 0.00090764280657183608 0.0011453444589813986 0.00082999782184117179 -0.0006346270057844309 -0.0012937302270685451 0.00092311004924616801 -0.00029194734346818822 -0.00052321820282417238 -0.0010291271688677092 0.0012281935946705713 -0.00047602801541680458 0.00057551187634109085 -0.00078295521128332525 0.00016466386223032854
leaf_weight=0.0010130960336855177 0.002243317722045556 0.0010131104661669213 0.0010318355676588445 0.0012635214359035798 0.0018743334441015938 0.0014172652583563919 0.0015452477840280912 0.0010642581230371198 0.0018504144036235451 0.0016212353519478029 0.0010256667831853861 0.0013471205116095666 0.0013082597499414197 0.0010660067259609099 0.0010256602741094403 0.0010972638302249038 0.0026492552070547237 0.0010349459161034247 0.0010271530669569975 0.0011047683839251468 0.0012102969753314255 0.0031856374838574722 0.0010455132225786201 0.0016552545040597879 0.0010600816309818129 0.0016359140310755471 0.0010967186786601238 0.0060449368592614232 0.0011670684273354928 0.0077713374631137207
leaf_count=248 345 450 34 206 316 73 26 22 49 56 30 52 235 68 27 32 172 23 19 16 344 115 23 44 31 229 36 98 25 466
internal_value=0 -6.56444e-06 2.5867e-05 4.89462e-05 7.09252e-05 9.42503e-05 0.000120345 0.000149278 0.000105304 0.000140163 6.58655e-05 -0.000582547 0.000118163 7.03846e-05 0.000116316 0.000159548 0.000459673 0.000209476 -5.17026e-05 0.000201122 -0.000753891 0.000241155 0.000622871 0.000155395 -0.000389462 0.000817949 0.000220788 0.000268311 -0.000196076 0.000344419
internal_weight=0 0.0522731 0.0500298 0.0489979 0.0479848 0.0467213 0.0453041 0.0437588 0.0410586 0.0391843 0.0317916 0.00237279 0.0294188 0.0275684 0.0262602 0.0251942 0.00739267 0.00474342 0.00370847 0.0241685 0.00222339 0.0230637 0.00423115 0.0188326 0.00268132 0.00270017 0.0171773 0.0160806 0.00226433 0.0138163
internal_count=3910 3318 2973 2939 2489 2283 2210 2184 1933 1617 1316 82 1234 1185 950 882 301 129 106 855 592 839 138 701 87 251 657 621 57 564
is_linear=0
shrinkage=0.00129368


Tree=1275
num_leaves=31
num_cat=0
split_feature=156 158 156 4 133 160 1213 483 1374 1 43 33 14 484 403 457 13 12 403 3 51 15 403 133 49 457 159 15 42 48
split_gain=0.00104545 0.00108062 0.000849613 0.000903482 0.000730657 0.000726229 0.000773074 0.000664981 0.0007209 0.00077021 0.000840508 0.00079507 0.000661082 0.000644605 0.000686822 0.000596282 0.000588154 0.000567987 0.000563535 0.000562299 0.000594846 0.000506836 0.00183551 0.000811337 0.000660652 0.000710346 0.000836492 0.000456115 0.00042801 0.000414652
threshold=-1.0000000180025095e-35 0.11034000000000001 0.11896500000000002 0.50657000000000008 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.088030000000000011 0.090240000000000015 0.099595000000000017 -0.14252999999999996 -0.007134999999999999 0.064610000000000015 0.08654000000000002 -1.0000000180025095e-35 -0.0015249999999999997 -0.003375 0.10129000000000001 -0.069169999999999995 -0.115685 -0.24460499999999999 0.088190000000000004 0.088015000000000024 0.090085000000000012 -0.085974999999999982 0.41137000000000007 0.090705000000000022 0.090675000000000019 0.097255000000000022 0.08407000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 18 8 9 11 19 -8 13 14 -13 -16 -9 21 -7 -11 -21 22 23 24 -17 26 29 -23 -12 -26
right_child=1 -3 -4 -5 5 6 7 16 -10 10 28 12 -14 -15 15 17 -18 -19 -20 20 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013460289365816653 -0.00089922398957516833 -0.0012542019548370728 -0.0010208683795902562 0.0010418802712346832 -0.00086570612703610965 2.0236969532595819e-05 -0.0010821821955964771 3.9614854133242294e-05 -0.00097698528740342797 -0.00095202780494928717 0.00047541886116626375 -0.00094831888918674796 -0.00095030683685094319 0.0007873493862921143 -0.00082401950367861742 -0.00067348051059351317 -0.0013448273406990599 -0.00057377076004624353 -0.0013459949288485988 -0.00059966172488276528 0.00072131952997211437 0.0011347609455431321 -0.0013460780874614739 -0.00052955088729650141 0.00044789097948641439 -0.00048037341939227766 -0.00051877886144341054 0.00024595937337567133 0.0012995882421406224 0.00099683766170695375
leaf_weight=0.0010983281659235891 0.0015846392665597167 0.0012613177065935446 0.0014290413280491068 0.0015546200155178705 0.0016012184284543976 0.0010010373716460852 0.0011307485700342559 0.0011448698290060233 0.0010631554508222498 0.0011493131256781197 0.010628109327566637 0.001201175613316007 0.0011182479542259918 0.0023077539762468282 0.0012303184495721089 0.0011207326933018171 0.0010805756294427473 0.001899554248422696 0.0012056176609452898 0.001044271396494878 0.0015112036189464115 0.0017632136218708174 0.0014730849181638908 0.002313547541686666 0.0085602104790160061 0.0014998138185546859 0.0013250979544907624 0.0025713039706651841 0.0012788482636723062 0.0035168410075432375
leaf_count=197 216 161 118 198 240 174 30 196 44 24 402 481 53 113 119 38 38 65 339 8 41 13 59 63 208 15 75 73 47 62
internal_value=0 -2.12222e-05 4.56505e-06 2.94531e-05 1.99644e-06 2.76174e-05 5.40386e-05 8.71924e-05 0.000119419 0.000143382 0.000389736 2.69481e-05 6.6262e-05 0.000103191 4.77433e-05 9.16114e-05 -0.000632608 0.000134867 -0.000726211 -0.000170138 0.000181513 0.00019062 9.93995e-05 0.000215525 0.000323108 0.000398059 0.000496363 0.00060751 0.000563937 0.000607744
internal_weight=0 0.0615695 0.0603082 0.0588791 0.0573245 0.0557399 0.0541386 0.051932 0.0497065 0.0486434 0.0156117 0.0330316 0.0319009 0.0307826 0.0284749 0.0272737 0.00222545 0.0260434 0.00220666 0.00370479 0.00255548 0.0241438 0.0198093 0.0183362 0.0160227 0.014902 0.0134021 0.00433452 0.011907 0.0120771
internal_count=3910 3713 3552 3434 3236 3020 2780 2267 2033 1989 522 1467 1437 1384 1271 790 234 671 513 73 49 606 520 461 398 360 345 86 449 270
is_linear=0
shrinkage=0.00134594


Tree=1276
num_leaves=21
num_cat=0
split_feature=3 484 39 40 48 0 16 4 1 13 15 15 133 52 12 52 3 0 0 12
split_gain=0.000144688 0.000163797 0.000153121 0.000164722 0.00025208 0.000162734 0.000275841 0.000182213 0.000271767 0.000268568 0.000205357 0.000174617 0.000208974 0.000170538 0.000202376 0.00024987 0.000170297 0.000197191 7.79848e-05 7.01664e-05
threshold=0.30601500000000009 -0.0043499999999999988 -1.0000000180025095e-35 -0.078179999999999986 0.12649500000000002 -0.23029999999999998 -0.094359999999999986 0.15927500000000003 0.11215000000000001 -0.094679999999999986 0.090505000000000016 0.088190000000000004 0.099765000000000006 0.092550000000000007 0.085465000000000013 -0.060039999999999989 -0.08348499999999999 -0.10131499999999999 -0.15517999999999996 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 10 9 -9 11 12 13 14 16 -16 -7 18 -18 -15
right_child=-2 2 3 4 -6 7 -8 8 -10 -11 -12 -13 -14 19 15 -17 17 -19 -20 -21
leaf_value=-0.0013954270330712682 0.0016038066937880441 -0.0017014719482278196 0.0015700843203874865 -0.00020518382027297073 -0.0020115061106322114 0.0015199958717170873 0.0027252526564772038 0.0014939702787200501 0.0022464890185739821 -0.0014438610373578508 -0.0017897280996093359 0.0016706720003384838 -0.0021481274326849392 0.0019257492336337402 -0.00016081351528271582 -0.0026720685689701706 -0.00039452136960693956 -0.0014481203641082516 0.0012354756220461743 0.00027575688749276563
leaf_weight=0.0017983856547367774 0.0010389762920095516 0.0010109430475235817 0.0013791020741010787 0.0013901354760275098 0.0011985826010794112 0.0014104786316038315 0.0011868457338550719 0.0011236639632272727 0.0015581237811262416 0.0013843073429561361 0.0016117833831916098 0.0010226967496179276 0.0010553849217931769 0.0010147619032473557 0.0018634712026337459 0.0013705672987321975 0.0010158600834415665 0.0016879486536529667 0.001379482688899758 0.0010403658577757546
leaf_count=605 164 59 241 58 85 214 40 52 152 97 543 190 194 116 346 401 27 185 46 95
internal_value=0 -9.45809e-05 1.15295e-07 7.27176e-05 -1.98242e-05 9.32279e-05 0.00114445 -5.28959e-05 0.000782146 -0.000127604 -0.000287499 -9.92347e-05 -0.000252135 -6.65634e-05 -0.00033901 -0.00122507 0.00018259 -0.000279386 0.000544197 0.00109047
internal_weight=0 0.0265029 0.0247045 0.0236936 0.0223145 0.0211159 0.00257698 0.0185389 0.0040661 0.00250797 0.0144728 0.012861 0.0118383 0.0107829 0.00872781 0.00323404 0.00549377 0.00408329 0.00239534 0.00205513
internal_count=3910 3746 3141 3082 2841 2756 98 2658 301 149 2357 1814 1624 1430 1219 747 472 258 73 211
is_linear=0
shrinkage=0.0044645


Tree=1277
num_leaves=22
num_cat=0
split_feature=45 3 48 2 0 41 457 48 158 51 0 13 0 4 52 15 49 3 0 49 52
split_gain=0.000135445 0.000175545 0.000190187 0.000229207 0.000297473 0.000292538 0.000254007 0.000319878 0.000188764 0.000235845 0.000201143 0.000184107 0.000194818 0.000347812 0.0001831 0.00023586 0.000161381 0.00018922 0.000111457 6.72451e-05 5.34941e-05
threshold=0.08179500000000002 0.24227500000000002 0.12862000000000004 0.11542500000000001 -0.09601999999999998 0.078150000000000011 -0.068769999999999984 0.098405000000000006 0.084965000000000027 0.08955500000000001 -0.10575999999999998 0.17936000000000002 -0.084304999999999977 0.018480000000000003 0.091715000000000005 0.088190000000000004 -0.0090499999999999973 -0.0095549999999999993 -0.06402999999999999 -0.081629999999999994 -0.098644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 9 10 16 12 13 -12 15 18 19 -18 -14 -8 -20
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 11 -13 14 -15 -16 -17 17 -19 20 -21 -22
leaf_value=-0.0018521889318285163 -0.0014839755543827552 0.0016565235370675289 -0.0015960678686641379 0.0027259517711157952 -0.00017742310578585546 -0.0022007044753685049 0.0010635848657800475 0.0022652856403878106 -0.0015508850135031573 -0.0015328881585537709 -0.0023024739154969601 -0.0011859182705118534 -0.0004329041613483403 0.00047288292021416614 -0.00061741521506353399 0.0024774637769407379 0.0015829322126269189 -0.00062983402631291757 0.00039666277541482061 0.0025339450548543343 0.0017107180003925234
leaf_weight=0.0011228526692246268 0.0010023409892241366 0.0010425795626222137 0.0012170863355509534 0.0011378753129785979 0.0011706435561028286 0.001019919451853867 0.0010062916211168726 0.0010792380131736659 0.0011992782031717544 0.0013215272120331535 0.0012372854307264375 0.0019247679355246647 0.0014072262697057058 0.0018308889956076824 0.0015293691817924726 0.001275883739719319 0.001078726566236865 0.001525462707067317 0.0010212343956167436 0.0010282561791976619 0.0010050969615226207
leaf_count=242 70 162 96 85 288 151 48 120 296 242 549 103 394 111 295 238 72 54 156 48 90
internal_value=0 3.0647e-05 -3.67826e-05 4.25502e-05 0.00125366 -8.68084e-05 1.78856e-05 0.000125732 1.78243e-07 0.000108377 0.000245044 -4.7509e-05 0.000187924 -0.00064632 0.000598196 0.00099296 0.000953403 0.000286754 0.000441329 0.0018067 0.00104846
internal_weight=0 0.0261815 0.0251389 0.0239218 0.00230852 0.0216133 0.0205934 0.0194705 0.0183913 0.017192 0.0158705 0.0112318 0.00930698 0.00306817 0.00623881 0.00470944 0.00463874 0.00260419 0.00343356 0.00203455 0.00202633
internal_count=3910 3840 3678 3582 373 3209 3058 2816 2696 2400 2158 1936 1833 660 1173 878 222 126 640 96 246
is_linear=0
shrinkage=0.00404364


Tree=1278
num_leaves=31
num_cat=0
split_feature=31 1429 1213 14 1365 480 52 133 3 38 3 454 150 160 158 1374 52 376 16 1 12 2 151 13 15 16 3 13 1186 13
split_gain=0.000821484 0.000672253 0.000700672 0.000545046 0.000531062 0.000493026 0.0004531 0.000481234 0.000516646 0.000596669 0.000991866 0.000543328 0.000812062 0.000658774 0.000540193 0.000501988 0.000500406 0.000487103 0.000560665 0.000462992 0.00100894 0.00068152 0.000747947 0.000578277 0.000602491 0.000626489 0.000584087 0.000567327 0.000519358 0.000645761
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082704999999999987 0.077685000000000018 1.0000000180025095e-35 0.086640000000000009 -0.51745999999999992 -0.39018999999999998 -0.15464999999999998 0.10777500000000002 0.30601500000000009 0.088225000000000012 -0.15013499999999999 -0.217635 0.087355000000000016 -0.094679999999999986 0.082665000000000002 0.11605500000000001 0.28937500000000005 1.0000000180025095e-35 0.10214500000000001 1.0000000180025095e-35 0.061545000000000009 -0.098524999999999988 0.085120000000000015 -0.084184999999999996 -0.084129999999999996 -0.083924999999999986 0.085080000000000003 0.019675000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 16 10 11 12 -10 -14 15 -15 -9 18 19 20 23 27 -23 -17 25 -25 -27 -21 29 -26
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12 -13 13 14 -16 17 -18 -19 -20 21 -22 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0011153909657092439 -0.0010106719608898732 -0.001098874539191176 -0.00077023389776193461 -0.00078450862309187167 -0.00083958658004283518 -0.00069345659991203721 -0.00075319853611279615 0.0010546273271515257 0.0010190629000001495 -0.00092269525576378273 0.00129373678938904 -0.00089051675586163679 -0.00092669957635442882 -0.00046232781344973564 -0.00070515602007620271 0.00063221556619563865 0.00011092621520998291 -0.00068389587601099964 0.00070955561019010521 0.00049934454137278144 -0.0012937864807461878 0.00065588987354706638 -0.000443164820164736 -0.0010238759904626961 -0.00062798226422924506 -0.00071484011845892486 0.00038589967135576627 -0.00033862211557743576 0.0010504461413867073 0.00074333093080962637
leaf_weight=0.0010300420684377079 0.0011943277328719795 0.0010042526583527436 0.0010730755288232965 0.0014671977202436173 0.0011855247276479899 0.0014981617960108931 0.0011302483403444743 0.0017928095878585381 0.0014633560209063026 0.001010492134483342 0.0011026335740200724 0.0010027513782198119 0.0011517126806810376 0.0024456032933812813 0.0014494120436422389 0.0022231988502685604 0.0019778062318351886 0.0011378003962350105 0.0029923906538078518 0.0020242165864821091 0.001033168926010187 0.0074877646181766844 0.0012027592051921943 0.0017303592424968567 0.0013239390389454542 0.0013658226874204565 0.0019711458226089676 0.0040728023724816431 0.0010842168201694591 0.0010155605743475959
leaf_count=113 179 355 175 118 73 229 180 71 23 39 127 38 234 55 179 35 33 20 66 75 108 269 31 177 242 195 95 325 12 39
internal_value=0 -5.11723e-05 -2.88862e-05 -7.57272e-06 1.57153e-05 3.69446e-05 6.05966e-05 8.03245e-05 0.000101706 5.88514e-05 8.41016e-05 4.91657e-05 7.45123e-05 3.58078e-05 6.78832e-05 0.000101723 0.000559627 0.000146707 0.000178713 0.000118849 -7.28768e-05 0.000271159 0.000503782 4.48549e-05 -0.000108933 -0.00039219 -6.46336e-05 -6.04163e-05 0.000310306 -3.27047e-05
internal_weight=0 0.0526145 0.0514202 0.0504159 0.0489487 0.0477632 0.046265 0.045192 0.0440617 0.0402911 0.0392806 0.038178 0.0371752 0.0357119 0.0345602 0.0331107 0.00377062 0.0306651 0.0295273 0.026535 0.0117474 0.0147875 0.00869052 0.0107142 0.00849104 0.00506733 0.00333697 0.00609702 0.00342372 0.0023395
internal_count=3910 3797 3618 3263 3145 3072 2843 2668 2488 2384 2345 2218 2180 2157 1923 1744 104 1689 1669 1603 903 700 300 795 760 467 290 400 293 281
is_linear=0
shrinkage=0.00129368


Tree=1279
num_leaves=20
num_cat=0
split_feature=14 148 484 52 52 15 403 4 13 13 151 3 47 12 1 3 3 15 16
split_gain=0.000135824 0.000127323 0.000202897 0.000156855 0.000232145 0.000165482 0.000130321 0.000159596 0.000234027 0.000269042 0.00024143 0.000233338 0.000261573 0.000213198 0.00032938 0.000194966 0.000162355 0.000330943 0.000165505
threshold=0.05884000000000001 -0.057864999999999993 -0.0043499999999999988 0.18936500000000003 0.14114500000000005 -0.24219999999999997 0.09389500000000002 -1.0000000180025095e-35 -0.082534999999999983 -0.16277999999999995 -0.0088999999999999982 -1.0000000180025095e-35 0.09252500000000001 -1.0000000180025095e-35 0.092010000000000022 -0.11266 0.084925000000000014 0.083935000000000023 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 13 9 -9 -10 -12 -13 -7 15 -15 17 -17 -18
right_child=-2 2 3 -5 -6 6 -8 8 10 -11 11 12 -14 14 -16 16 18 -19 -20
leaf_value=0.001626514189131048 -0.0019198279607874412 -0.0018738663926720933 0.0017725530140128103 -0.0015337278424313126 0.0025687018426061819 0.0027559837805416205 -0.001741821688779016 -0.0010223428964724964 -0.0031869861945366565 0.0020655371689511886 -0.0020078990708715652 0.0019601259157065714 -0.0012295298108727941 0.0022346515274007548 -0.0023342334564795801 -0.0028062324967873761 0.0026452017799085724 0.00077110471205177333 -0.00020507795925436218
leaf_weight=0.00131742801940704 0.0010028012728747751 0.0015513799612725246 0.0014539228860868591 0.001539151505133284 0.0010711128697221675 0.001050648919737769 0.0011800810867723934 0.0013792869363498106 0.0011738349736418741 0.0017536747327833169 0.0017868330574052904 0.0014464080089453685 0.0013696161684038088 0.0016780542676482161 0.001155296693801211 0.0011544955186252072 0.0011404264337215864 0.0018279313271732656 0.0010903879457373478
leaf_count=200 141 561 267 335 46 159 238 63 57 103 247 37 21 67 269 368 25 666 40
internal_value=0 4.18906e-05 -4.22793e-05 7.99291e-05 0.00019432 7.11071e-05 -5.78226e-05 5.25382e-05 -0.000445073 0.000706097 -0.0010694 -0.000529372 0.000408788 0.000539888 0.000250531 0.000683856 0.000184681 -0.00061368 0.00125203
internal_weight=0 0.02612 0.0248025 0.0232512 0.021712 0.0206409 0.019187 0.0180069 0.00890965 0.00313296 0.00577669 0.00460286 0.00281602 0.00909724 0.00804659 0.0068913 0.00521324 0.00298243 0.00223081
internal_count=3910 3769 3569 3008 2673 2627 2360 2122 528 166 362 305 58 1594 1435 1166 1099 1034 65
is_linear=0
shrinkage=0.00523088


Tree=1280
num_leaves=19
num_cat=0
split_feature=147 11 52 1374 51 15 43 43 12 16 133 2 0 0 151 52 52 52
split_gain=0.000119273 0.000204892 0.000161922 0.000160087 0.000164229 0.000182382 0.00021027 0.000260085 0.000242331 0.000277997 0.000208577 0.000188693 0.000187215 0.000268496 0.000152129 0.000263255 0.000139107 0.00013261
threshold=0.089245000000000005 0.08184000000000001 0.28122000000000008 -0.094679999999999986 0.077145000000000005 -0.24219999999999997 -0.074254999999999988 -0.0037249999999999996 0.086865000000000012 -0.057604999999999996 -0.086869999999999989 0.099675000000000014 -0.10462499999999998 -0.07773999999999999 -0.016164999999999995 0.024145000000000003 -0.0066199999999999991 -0.021309999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 12 -8 9 -9 -10 -12 -7 -14 -6 -16 -11 -15
right_child=-2 -3 -4 4 14 6 7 8 10 16 11 -13 13 17 15 -17 -18 -19
leaf_value=-0.0015658067144654563 0.0015352715417611882 -0.0017869172424928607 -0.0015938288401603656 0.0020226571989485176 0.0027226665269850848 0.0020685599695546464 -0.0025420952690785661 -0.0024073698431338951 0.0022336659596454535 -0.0010810622195098296 -0.0016947365546056224 0.0012267244959814217 -0.0012797124843589409 0.0017829510890776375 -0.00084825540454312677 0.002296379142410457 0.0009100851368112593 -9.4454669833083084e-05
leaf_weight=0.0012505402032232374 0.0010960643613027168 0.0015650445657836567 0.0013733373627351766 0.0010065946203155684 0.0010334618058105427 0.001483676297405756 0.0013248852193474105 0.0018429879854398035 0.0013496663303657341 0.0016004938888055653 0.0010152638620841425 0.0010505457409735186 0.002000446858828768 0.0019438536495163805 0.0014267118823618327 0.0011018436079484779 0.0016789282555199764 0.0016033713917382687
leaf_count=63 159 217 348 236 70 104 652 182 230 139 161 55 570 215 246 75 83 105
internal_value=0 -9.25679e-05 1.75236e-05 0.000114953 0.000212883 2.43145e-05 -9.47518e-05 -0.000549965 -0.000240831 -0.000905632 0.000756214 -0.000209058 0.000543769 0.000135977 0.00116052 0.000522051 -6.16773e-05 0.00093435
internal_weight=0 0.0256517 0.0240866 0.0227133 0.0214627 0.0179007 0.0168941 0.00986277 0.00853789 0.00512241 0.00341548 0.00206581 0.00703135 0.00554767 0.00356202 0.00252856 0.00327942 0.00354723
internal_count=3910 3751 3534 3186 3123 2732 2496 1502 850 404 446 216 994 890 391 321 222 320
is_linear=0
shrinkage=0.00483252


Tree=1281
num_leaves=31
num_cat=0
split_feature=1429 133 160 1213 4 0 403 1374 43 14 52 1374 38 124 1456 456 1212 42 160 1 49 151 51 49 151 9 4 15 15 42
split_gain=0.000764838 0.000791512 0.000691222 0.000678266 0.000581611 0.00063068 0.000635372 0.000587011 0.000575048 0.000541019 0.000534999 0.000548954 0.000563389 0.000628156 0.00055282 0.000492759 0.000475562 0.000449389 0.000516134 0.000488631 0.000457561 0.00100096 0.000376915 0.000491966 0.000337825 0.000450695 0.000401216 0.000392529 0.000559799 0.000381702
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -0.51381999999999983 0.15480500000000005 -0.083864999999999981 0.090240000000000015 -0.15969999999999998 0.077685000000000018 -0.42985499999999993 -0.094679999999999986 0.10657000000000001 -0.048219999999999992 1.0000000180025095e-35 0.084065000000000015 0.054415000000000012 -0.11145999999999999 0.10150000000000002 0.11215000000000001 -0.085974999999999982 0.094645000000000021 -0.0084849999999999978 -0.067929999999999977 -0.080329999999999985 0.084755000000000011 0.15927500000000003 0.090505000000000016 0.088190000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 16 8 6 -6 9 -5 10 -8 -12 13 -13 15 17 -4 -15 19 20 21 -19 -22 -24 -25 26 27 28 29 -26
right_child=1 2 3 4 5 -7 7 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 -20 -21 22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011060318074711344 -0.00092505130810242267 -0.0009049397711120348 -0.0014283757330797516 0.00020646221382995323 -0.0010182397234980206 0.0010266013581512786 -0.00081468653266635234 -0.00080180145823416501 -0.0012204469430413731 -0.00075604510927236687 -0.0004461550441490072 0.0010378023432624595 -0.00076386306996915681 -0.00033794873927972795 -0.00066819332902792739 -0.00064532550401539938 -4.7004381317374424e-05 -0.00098190257175787845 -0.00038969917135440774 0.00081784709671873872 0.00096918419546655711 0.00083090520177957444 0.00098854249182159151 -0.00049845079594958586 -0.00055273290915585087 -0.00041452264711650704 0.0010658511439442845 -0.00055474883547490712 0.0012599597489703295 0.00037664593645303084
leaf_weight=0.0013216719409054325 0.0018402904466052741 0.0015646940726315442 0.0010307107378827998 0.0010232125550828641 0.0010107291078709215 0.001555925226063958 0.0010494834238096154 0.0013386067248113412 0.0013188712359850632 0.0012722991916269679 0.0023647644809479109 0.0021862815035910135 0.0010521088987687213 0.0019645176938992695 0.0012939997573144226 0.0011172344841159356 0.0010034204221215648 0.0015208492617446714 0.001709306052855907 0.0050647332293254346 0.0021163651180627898 0.0010506968530208383 0.0019916300189315459 0.001190883883548822 0.0010720585929059369 0.0015744513546138714 0.001590460166713826 0.0010027106498764491 0.0012777650271118546 0.0056687128619706505
leaf_count=181 237 276 294 8 439 42 208 68 55 73 66 212 39 80 180 100 245 49 102 256 118 27 33 52 70 44 39 119 19 179
internal_value=0 -5.44242e-06 2.91112e-05 5.99363e-05 9.61058e-05 0.000133828 0.000100341 0.000128277 -0.000597057 0.000160093 0.000190881 0.000219551 0.000265254 0.000297679 0.000245827 0.000285367 -0.000746956 0.000321477 0.00036976 0.000421435 0.000321332 -0.000241215 0.000404067 0.000326247 0.000227641 0.000298598 0.000404403 0.000287789 0.000393148 0.000228837
internal_weight=0 0.0508178 0.0489775 0.0474128 0.0453787 0.0430366 0.0414806 0.0404699 0.00234208 0.0391313 0.037859 0.0368095 0.0344448 0.0333927 0.0312064 0.0299124 0.00203413 0.0287951 0.0268306 0.0251213 0.0200566 0.00257155 0.017485 0.0153687 0.013377 0.0121862 0.0106117 0.00902125 0.00801854 0.00674077
internal_count=3910 3729 3492 3216 2677 2614 2572 2133 63 2065 1992 1784 1718 1679 1467 1287 539 1187 1107 1005 749 76 673 555 522 470 426 387 268 249
is_linear=0
shrinkage=0.00142833


Tree=1282
num_leaves=31
num_cat=0
split_feature=31 1429 1213 403 1365 133 475 160 454 4 150 124 3 158 483 48 147 457 43 130 15 52 48 51 0 0 160 10 1 11
split_gain=0.000934916 0.000597681 0.000544613 0.000592731 0.000536144 0.000513481 0.000490364 0.000468778 0.000484608 0.000635803 0.000747462 0.000646364 0.000615962 0.000577885 0.000519864 0.00045143 0.000553865 0.000599823 0.000424649 0.00049723 0.000552305 0.000618367 0.00047104 0.000563262 0.000381848 0.000828146 0.000832298 0.000562318 0.000387188 0.000360651
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082404999999999992 1.0000000180025095e-35 -0.39018999999999998 -0.08459499999999999 -0.40446999999999994 0.088225000000000012 0.27608500000000008 -0.15013499999999999 -0.088739999999999986 0.24227500000000002 0.084965000000000027 0.081825000000000009 -0.09386499999999999 1.0000000180025095e-35 -0.0015249999999999997 0.013605000000000001 -0.084569999999999992 -0.106555 0.16064500000000001 0.094800000000000009 0.08955500000000001 -0.10783 -0.089879999999999974 0.084835000000000008 -0.013164999999999998 0.085990000000000011 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 9 10 -9 -12 13 14 15 -13 17 -17 19 -19 -21 22 23 24 28 27 -27 -26 -22 -11
right_child=1 2 4 -5 -6 6 7 8 -10 29 11 12 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0014318349297417197 -0.0011810602104266753 7.3310056192807163e-05 -0.00092635247456452794 -0.0015770500509262369 -0.0010499037255241072 -0.00072719294754038132 -0.0008461863029291585 0.0013486639719991352 -0.00087101267449752966 0.0010051189557431805 -0.00113239445354767 -0.00086705064556909933 0.0011724680450560711 -0.0008707607770186386 -0.00099715341213376155 -0.0010527828119109447 0.0012654255284440029 -0.00091141560400165246 0.00061058764165028987 0.0010295064157242683 6.927852450796928e-05 -0.00087887302910655838 0.00078612183500684696 -0.0010958617714590464 -3.3547938100108558e-06 1.6210244597170591e-05 0.001442315375852161 -0.0015771530185941722 0.0011459829229053457 7.3014185137261752e-05
leaf_weight=0.0010654293837086817 0.0011573450496147322 0.0010146758463454031 0.0013669215149301186 0.0011597994180284612 0.0011804755149267257 0.0019124446169928302 0.0012949319461472699 0.001113067042297188 0.0011999323709979129 0.0031028111267075156 0.0011391749500164741 0.0011102539794478608 0.0012264636993437597 0.0016659526580740649 0.0010721270803481777 0.0010530762135028118 0.0010805494556862518 0.0012058432399853483 0.0043711012156504294 0.0015711668243550822 0.001715503901465334 0.0016095049124127394 0.0024380865615167826 0.0010132214610093495 0.0010278469276272517 0.0083245973028963638 0.0011594809762858213 0.0012527197680345182 0.0016101750883317223 0.0015470149376994868
leaf_count=113 179 193 199 399 73 248 229 13 42 296 44 18 75 210 226 60 58 86 158 73 25 67 47 62 6 523 50 55 38 45
internal_value=0 -6.05528e-05 -3.48931e-05 -0.000806942 -1.81612e-07 2.60809e-05 5.44962e-05 8.85458e-05 0.000116953 0.000145581 7.60837e-05 3.63476e-05 7.49304e-05 3.44844e-05 8.2186e-05 0.000120073 0.000157309 0.000115077 0.000160127 7.42501e-05 0.000128966 5.87518e-05 0.000140142 4.23405e-05 0.000118764 -1.46114e-05 0.000190559 -0.000867845 0.00059058 0.000695004
internal_weight=0 0.0516963 0.0505389 0.00217448 0.0483644 0.047184 0.045817 0.0439046 0.0426097 0.0414097 0.0367599 0.0356468 0.0345077 0.0332812 0.0316153 0.0305431 0.0294329 0.0283523 0.0272992 0.0229281 0.0217223 0.0201511 0.0185416 0.0161035 0.0150903 0.0117646 0.00948408 0.00228057 0.00332568 0.00464983
internal_count=3910 3797 3618 592 3026 2953 2754 2506 2277 2235 1894 1881 1837 1762 1552 1326 1308 1250 1190 1032 946 873 806 759 697 634 573 61 63 341
is_linear=0
shrinkage=0.00157699


Tree=1283
num_leaves=31
num_cat=0
split_feature=31 133 160 52 1213 133 1186 1 130 1 0 1374 457 484 148 4 12 38 3 16 52 131 0 48 160 47 0 16 1 16
split_gain=0.000809348 0.000431643 0.000554351 0.000520606 0.000484806 0.000470251 0.000470224 0.000928567 0.00041609 0.000700928 0.000474885 0.000411388 0.000411889 0.000612249 0.00054051 0.00041073 0.000668317 0.000626108 0.000554641 0.000343061 0.000429171 0.000513213 0.000376099 0.000561193 0.000451266 0.000545405 0.00068095 0.000372538 0.000277381 0.000274727
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 -1.0000000180025095e-35 -0.085714999999999986 0.085080000000000003 0.08844500000000001 -0.0015749999999999998 0.091035000000000019 0.18055000000000002 0.090240000000000015 -0.098834999999999992 -0.08231999999999999 -0.082084999999999977 0.25367000000000006 0.10595000000000002 1.0000000180025095e-35 0.15165000000000003 -0.30307999999999996 0.071660000000000015 0.097135000000000013 -0.11287999999999999 0.084500000000000006 0.084835000000000008 0.09550500000000002 -0.072559999999999986 0.0072950000000000003 0.11561500000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 -7 11 12 -10 -14 -15 16 17 18 19 -16 21 22 23 -21 25 26 -24 -22 -17 -25
right_child=1 2 3 4 5 8 -8 -9 10 -11 -12 -13 13 14 15 28 -18 -19 -20 20 27 -23 24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0012703444107456882 -0.00087523080729993725 -0.00096960745800232805 -0.0010414845634366626 -0.0007417238867682514 -0.0006812783058967024 -0.0013952487917171137 0.0014176045073936757 0.0011800541737367132 0.00094697896995410099 0.00028902643021473873 0.00093123170342106546 -0.00084463283103727827 -0.0010118056974638826 -0.00096900840437828112 -0.00057423490988051313 0.00022679521237209676 -0.0010025361276180605 -0.0010509247464653088 0.0010558866165088559 0.00091101126394017265 0.00085951733143653801 0.00095668634360934702 -0.0013133479552951246 -0.00058409082303391674 0.00048851899381337249 0.00027534821908241483 -0.00010017859632277141 -6.8742442761658487e-05 0.00093343980390928755 0.00024056118083556408
leaf_weight=0.0010558188864876463 0.0013444241342092092 0.001317968254389317 0.0010170385402026296 0.0017034679504772101 0.0012140201825825417 0.0011693017247029194 0.0010582857253664812 0.0011549011318323643 0.0011039390708944543 0.0010230000735536038 0.0013235776120850131 0.0011630920558189919 0.0012124920905377248 0.0010742562257419755 0.0016538565061985219 0.0035084777036251671 0.0013341600612442042 0.0010276642020823337 0.0013567483111476255 0.0017121162796342867 0.0028128494212222846 0.0011390468712422228 0.0022953074615644628 0.0015901004498619642 0.0012589561228883994 0.0014895490067479145 0.0018413442239253886 0.0014453159651974801 0.0018861253978733616 0.0020322813054471922
leaf_count=113 238 290 266 534 128 132 20 57 53 80 26 68 273 71 51 120 99 40 58 44 218 57 308 19 74 49 131 70 176 47
internal_value=0 -4.58116e-05 -2.0422e-05 8.94322e-06 3.46339e-05 6.77952e-05 0.000594067 0.000226162 1.83174e-05 -0.000609311 5.84779e-05 2.34069e-05 5.51811e-05 2.30823e-05 6.56781e-05 0.000104838 1.82445e-05 8.11342e-05 0.000137534 7.28772e-05 0.000133628 2.67696e-06 -8.62504e-05 0.000209932 -0.000315727 -0.000495691 -0.000773331 0.000544445 0.000473861 -0.000121433
internal_weight=0 0.0452637 0.0439192 0.0426013 0.0415842 0.0398808 0.00342721 0.00236892 0.0364536 0.0021923 0.0342613 0.0329377 0.0317746 0.0306706 0.0294582 0.0283839 0.0229893 0.0216551 0.0206275 0.0192707 0.0176169 0.0133587 0.0122197 0.0053345 0.00688516 0.0056262 0.00413665 0.00425817 0.0053946 0.00362238
internal_count=3910 3797 3559 3269 3003 2469 205 185 2264 212 2052 2026 1958 1905 1632 1561 1265 1166 1126 1068 1017 729 672 110 562 488 439 288 296 66
is_linear=0
shrinkage=0.00148603


Tree=1284
num_leaves=21
num_cat=0
split_feature=14 1374 457 1 13 43 131 1186 2 52 13 0 12 12 3 12 151 1 2 16
split_gain=0.000117059 0.000115466 0.000199414 0.000169643 0.000240231 0.000219803 0.000303592 0.000192237 0.00021333 0.000363414 0.000309065 0.000318719 0.000255875 0.0003455 0.000251559 0.000226394 0.000151193 0.000150775 0.000199147 0.000139889
threshold=0.05884000000000001 -0.094679999999999986 0.082870000000000013 0.12864500000000004 0.17936000000000002 -0.17307499999999998 0.092255000000000018 0.081240000000000021 0.099015000000000006 0.11588000000000002 -0.089899999999999994 -0.074904999999999985 0.084100000000000022 0.088285000000000016 -0.012889999999999999 0.090480000000000019 -0.084129999999999996 0.092550000000000007 0.085355000000000014 -0.062279999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 12 10 -10 -12 14 -14 -7 -15 -4 18 -16 -5
right_child=-2 2 16 19 -6 6 -8 -9 9 -11 11 -13 13 15 17 -17 -18 -19 -20 -21
leaf_value=-0.001345997521827762 -0.0016112609821891271 0.002102484175561943 7.2541662168354147e-05 0.0023339356850265204 -0.0018984264038338127 0.0022222519650882205 -0.0024315607242444627 0.0019686621114900727 0.0026174631387704925 -0.0017533250292668594 -0.0011721704306720344 0.002141803862758718 -0.0038853230341829212 0.00097058618387261696 0.0017436606432259482 -0.0017200175870437223 0.0022443621870804221 -0.0018674570466280667 -0.0010899033090079502 0.00019875413981507208
leaf_weight=0.0012920167651042638 0.0010063569446606682 0.0010106123034532245 0.0013023717643941835 0.0011183259572751514 0.0017188685141112789 0.0010247432461774064 0.0012365409131315499 0.0010468128257916662 0.0019189580634115799 0.0012109756408854311 0.001650663419981574 0.0010760723001426451 0.0010101438385946501 0.0011471728957515998 0.0010598834984936224 0.0018087248002723044 0.0016076572256051849 0.0011319091164443407 0.0011728033291380502 0.0017930299199508939
leaf_count=66 141 61 150 188 154 215 356 80 108 131 133 307 599 267 43 542 106 59 92 112
internal_value=0 3.51653e-05 0.000106413 -4.68642e-05 -0.000208265 -4.23126e-05 -0.000173716 9.25386e-06 -0.00013507 0.000558243 0.00116079 0.000135648 -0.000621044 -0.00149326 0.00016706 -0.000675804 0.00127237 -0.000458883 0.000255224 0.00101893
internal_weight=0 0.0263383 0.0250463 0.0221362 0.0192249 0.017506 0.0164954 0.0152589 0.0142121 0.00585667 0.00464569 0.00272674 0.00835538 0.00396604 0.00438934 0.0029559 0.00291003 0.0033646 0.00223269 0.00291136
internal_count=3910 3769 3703 3447 3147 2993 2932 2576 2496 679 548 440 1817 1408 409 809 256 194 135 300
is_linear=0
shrinkage=0.00473777


Tree=1285
num_leaves=31
num_cat=0
split_feature=31 375 1213 155 1365 133 43 403 403 448 448 159 50 16 484 43 4 52 0 42 13 150 3 2 47 15 43 16 4 52
split_gain=0.000785699 0.00070905 0.000606496 0.000633048 0.000622851 0.00057581 0.000722186 0.000500964 0.000422705 0.000413524 0.0007497 0.000600986 0.000510355 0.000428795 0.000420913 0.000422196 0.000911238 0.000538504 0.00096872 0.000625642 0.000561263 0.000531116 0.000654245 0.000548884 0.000496922 0.000391869 0.000856352 0.000383908 0.000352138 0.000348585
threshold=-1.0000000180025095e-35 0.083605000000000013 -1.0000000180025095e-35 0.10222000000000002 1.0000000180025095e-35 -0.26719999999999994 0.12512500000000001 -0.080184999999999992 -1.0000000180025095e-35 -0.083779999999999979 -0.037059999999999989 -0.034019999999999988 0.10030500000000002 -0.069894999999999985 -0.0043499999999999988 -0.50992999999999988 -0.49837999999999999 0.10898500000000001 -0.017269999999999997 -0.11403999999999999 -0.082249999999999976 0.086420000000000011 0.094625000000000015 -0.0050599999999999994 0.095010000000000011 0.088790000000000022 -0.0073699999999999989 -0.014099999999999998 0.0051950000000000008 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 8 -2 -7 -10 -11 13 14 -12 -13 -16 -17 18 19 -18 -19 23 -23 24 -21 29 -27 -8 -24 -25
right_child=1 -3 3 -5 -6 6 27 -9 9 10 11 12 -14 -15 15 16 17 20 -20 21 -22 22 28 25 -26 26 -28 -29 -30 -31
leaf_value=0.0011472183743886353 -3.9652850475850497e-05 -0.0011486151891634553 -0.00080278831263325601 -0.001022553007716438 -0.00095760601260112366 -0.00076919844052991053 0.00028215139478452659 -0.0013459921429576647 -0.00072959743600460472 0.0011454595508432212 -1.1553241458068522e-05 -0.00067065509473727969 0.00085281951659877493 -0.0010545860148047531 0.00079352621449216331 -0.0011122795795438908 -0.00094946600683858996 -0.0010101321582845005 0.00097106784038828407 -0.00083287768915515914 0.00017952135695804624 -0.0009289012635904227 -0.00035499789099647958 0.00035845807437663428 0.00038129140292711872 0.00071067628124537913 -0.00093103951173804543 0.0013028760342799974 0.00068743290741129668 0.001121193395281524
leaf_weight=0.0010103893343279538 0.0010072469755988411 0.0010450485560076208 0.0013743191939945545 0.0010615903336829149 0.0011298004530622121 0.001144999660395051 0.0014307625567600013 0.0011266303053042983 0.0011631921773123102 0.0011705097344218976 0.0014054791091444585 0.0013495295447917268 0.0015624280991829989 0.0014513132922179947 0.0015009099531058103 0.0011506676141537072 0.0010105926660637357 0.0015014682616030228 0.0024857503673365857 0.0015067994079598209 0.0013775458180846903 0.0017349461584112982 0.0011860322690431246 0.011183648277268143 0.0010267182597090141 0.0010719902552907001 0.0012429781486940081 0.0012513166681742396 0.0011623885648024412 0.0012021360314964378
leaf_count=113 206 49 208 174 72 534 53 382 52 84 140 200 147 265 37 49 51 62 110 68 79 144 32 444 11 35 45 15 32 17
internal_value=0 -5.18409e-05 -2.7949e-05 4.70248e-06 2.90564e-05 5.45953e-05 8.24686e-05 -0.000729365 3.66812e-05 6.06813e-05 8.53366e-05 5.09758e-05 0.000101865 -0.000541437 6.48451e-05 9.75554e-05 6.13398e-05 0.000110105 0.000174035 8.53037e-05 -0.000440909 0.000134358 -0.000302096 0.000237769 -0.000340831 0.000337484 -0.000170812 0.000758368 0.00016097 0.000432487
internal_weight=0 0.0490187 0.0479737 0.0458398 0.0447782 0.0436484 0.0422741 0.00213388 0.039592 0.038447 0.0372838 0.0361133 0.0332565 0.00285679 0.0316941 0.0303446 0.0288437 0.027693 0.024814 0.0223282 0.00287901 0.0213176 0.00408337 0.0172343 0.00253352 0.0147008 0.00231497 0.00268208 0.00234842 0.0123858
internal_count=3910 3797 3748 3160 2986 2914 2706 588 2638 2104 2052 1968 1563 405 1416 1216 1179 1130 989 879 141 828 208 620 79 541 80 68 64 461
is_linear=0
shrinkage=0.00134594


Tree=1286
num_leaves=21
num_cat=0
split_feature=38 124 483 151 3 133 2 3 41 48 160 160 484 42 52 52 2 15 4 150
split_gain=0.00011165 0.000286247 0.000196175 0.000154668 0.000174244 0.000228739 0.000266943 0.000218119 0.000172425 0.000238334 0.00022251 0.000288824 0.000176606 0.000202023 0.000219557 0.000197857 0.000119477 0.000115628 0.000331546 0.000108683
threshold=1.0000000180025095e-35 -0.048219999999999992 0.086680000000000021 0.088225000000000012 0.13772500000000001 0.093130000000000004 0.11230000000000001 0.045635000000000002 0.077550000000000022 0.095825000000000007 0.087825000000000014 0.031805000000000007 0.084225000000000008 0.098285000000000011 -0.069134999999999988 0.086950000000000013 0.10679500000000001 -0.10071499999999999 -0.077679999999999985 0.090480000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 9 10 11 12 13 14 -3 17 -6 -16 -19 -12
right_child=-2 2 -4 -5 16 -7 7 -9 -10 -11 19 -13 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.0017063326471835612 -0.0014370505597052633 -0.001992964581293217 -0.0019179395171068886 0.0013346977586709103 2.0113255137431597e-05 -0.0019391615910758211 -7.740820582686002e-05 -0.0027740044960737702 -0.0016537377747474664 0.002005732462990603 -0.002294191717665023 0.0022913856379945651 0.0015831844806385097 0.001412430060056994 0.0013537892967702507 -0.0013703282864629049 0.0020221405279694702 0.0010819438797003375 -0.0018980860766352118 -0.00026788205004392831
leaf_weight=0.0018222276131432394 0.0010286658664221396 0.0014290852766904553 0.0010775455801797845 0.0015359791876801135 0.0011199257713633273 0.0014028354003184909 0.0010925431099402241 0.0012123027884953785 0.0010066386370014549 0.0013032461649759028 0.0010237335005290902 0.0012242755599555242 0.0012492694710937039 0.0013130558382812296 0.0015543251163376952 0.0016855793316405271 0.0011652493695433197 0.0017741414829606471 0.0011983351556729277 0.0010048608745591991
leaf_count=277 95 240 355 103 41 570 226 50 110 114 208 89 208 59 50 443 102 343 209 18
internal_value=0 3.29888e-05 -9.21178e-05 -7.66298e-06 -0.000102419 -0.00023659 -0.000104424 -0.00149576 9.89707e-05 0.000218507 4.54184e-05 0.00028255 4.15255e-05 -0.000173556 -0.00044608 -9.02376e-05 0.00104098 0.000386411 -0.000119436 -0.00129046
internal_weight=0 0.0261952 0.0243729 0.0232954 0.0217594 0.0194742 0.0180714 0.00230485 0.0157665 0.0147599 0.0134567 0.0114281 0.0102038 0.00895452 0.00764147 0.00621238 0.00228518 0.0045268 0.00297248 0.00202859
internal_count=3910 3815 3538 3183 3080 2937 2367 276 2091 1981 1867 1641 1552 1344 1285 1045 143 602 552 226
is_linear=0
shrinkage=0.00437696


Tree=1287
num_leaves=31
num_cat=0
split_feature=158 14 155 1213 124 3 39 376 133 160 1365 1429 403 1374 130 130 130 33 49 151 483 1374 403 151 0 52 13 12 1 48
split_gain=0.000897116 0.000748774 0.000727205 0.00072524 0.000638019 0.00154931 0.000806111 0.000943926 0.000756081 0.000801031 0.000602547 0.000626074 0.000576509 0.000541512 0.000548082 0.000616019 0.00103043 0.000593609 0.000589584 0.00067567 0.000629322 0.000597499 0.000636671 0.000541158 0.000667372 0.000624546 0.000742167 0.000554325 0.000524531 0.000373518
threshold=0.11034000000000001 0.077685000000000018 0.10222000000000002 -1.0000000180025095e-35 -0.37194499999999991 0.30601500000000009 0.15608500000000003 0.11605500000000001 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082404999999999992 0.086000000000000007 -0.084569999999999992 -0.081969999999999987 -0.0015749999999999998 -0.007134999999999999 -0.084114999999999981 0.096145000000000022 0.089945000000000011 -0.049459999999999997 -0.083219999999999975 -0.27336999999999995 -0.14534499999999997 0.11588000000000002 -0.0030249999999999995 0.095000000000000015 0.10871500000000002 0.085425000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 6 7 8 -6 -10 11 -11 -1 14 -13 -16 -17 -18 19 28 21 -20 -23 -24 -25 27 -27 -26 29 -19
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 -12 13 -14 -15 15 16 17 18 20 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=3.5344712037506721e-05 -0.0012376794740316739 -0.00086113627654552886 -0.0010102651299412253 -0.00098523522854272673 -0.00085981535971881311 0.0013460251667198261 0.0011156797152502402 -0.0011675761872170865 -0.00081712462484005775 -0.00089982627478430268 -0.00087629520605474675 -0.000515908239328629 -0.0013459908761262851 -0.00070121234746521935 0.0012031341743194487 -0.00085610746145869238 -0.00065575002187155283 -0.0013031136540084475 -0.00025489232374459992 0.00063174217351643594 -0.00047135531775059251 -0.00054185664116117836 -0.00034626635797687814 0.000994469752720463 0.00038648717134407112 -0.00079829982770940442 0.00068186797350804995 0.00095644858802327313 0.00037783573225727861 -0.00031522111645370174
leaf_weight=0.001010342793595298 0.0010911943116775338 0.0017980402294865963 0.0012121729660005123 0.0010093091646035104 0.0015854885764023932 0.0017343719233380286 0.0012594464119786144 0.0011732870707619183 0.0017163946425762236 0.0010166013602578286 0.0010739777833399513 0.0018752041320904125 0.001194401076249684 0.0012578024450536898 0.0011415593879746657 0.0016043620659875737 0.0012776537710585947 0.0011876646510087232 0.0023387829303800336 0.0015214007819679409 0.0015957961963869441 0.001111722335126685 0.0013016022602254642 0.0047850542957436964 0.012495676860068299 0.0014927320974846836 0.0010420628286120772 0.0041072502735008945 0.0010720856626917907 0.001665814495818374
leaf_count=160 167 116 179 28 185 153 33 26 234 99 71 89 381 69 18 130 41 42 62 32 207 339 42 125 604 57 18 123 28 52
internal_value=0 -5.98707e-06 2.10547e-05 4.35198e-05 7.47286e-05 9.5132e-05 5.23403e-05 2.52526e-05 5.42484e-05 8.52938e-05 0.000119741 0.000144113 -0.000712982 0.000168866 0.000195163 0.000228715 0.000199898 0.000245693 0.000277939 -0.000129716 0.000351293 0.000397074 0.000454972 0.000498906 0.00054489 0.000432481 -0.000189798 0.000527485 -0.000424828 -0.000726398
internal_weight=0 0.0586581 0.05686 0.0556478 0.0534431 0.0524338 0.0506994 0.04944 0.0482667 0.0466812 0.0449648 0.0438908 0.00220474 0.0428742 0.0416164 0.0397412 0.0385997 0.0369953 0.0357176 0.00544697 0.0302707 0.0286749 0.0263361 0.0252244 0.0239228 0.0191377 0.00253479 0.0166029 0.00392556 0.00285348
internal_count=3910 3743 3627 3448 2907 2879 2726 2693 2667 2482 2248 2177 541 2078 2009 1920 1902 1772 1731 154 1577 1370 1308 969 927 802 75 727 122 94
is_linear=0
shrinkage=0.00134594


Tree=1288
num_leaves=31
num_cat=0
split_feature=31 1213 155 133 1365 403 160 4 43 403 33 42 376 454 159 49 1 151 15 38 147 150 3 484 130 1186 457 2 12 0
split_gain=0.000789903 0.000712655 0.000657956 0.000648715 0.000672892 0.000617953 0.000567571 0.000538335 0.000635493 0.000522338 0.000483935 0.000509732 0.000753636 0.000544132 0.000551736 0.000506935 0.000834112 0.0012148 0.000586417 0.00055693 0.000483393 0.000534041 0.000755985 0.000669978 0.000654391 0.00106239 0.000436607 0.000319862 0.00029867 0.000324689
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10222000000000002 -0.26719999999999994 1.0000000180025095e-35 -0.087694999999999981 -0.40446999999999994 -0.52333999999999992 0.18078000000000002 -1.0000000180025095e-35 -0.007134999999999999 -0.11403999999999999 0.08801500000000001 0.088225000000000012 0.10519500000000001 -0.084114999999999981 0.10884000000000001 0.11831500000000002 0.091600000000000015 0.10828500000000001 0.089090000000000016 0.090965000000000004 0.094625000000000015 -0.0043499999999999988 -1.0000000180025095e-35 0.083980000000000013 0.085360000000000005 0.106035 0.10333000000000002 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 6 -2 -5 -8 9 -9 -11 -12 13 14 15 16 17 -13 19 20 21 23 -23 -17 25 -25 28 -16 29 -26
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 12 -14 -15 27 18 -18 -19 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0011103527541700422 4.0763478111982584e-05 -0.00086185773817362091 -0.0010615924913528856 -0.00080385778952535097 -0.0010166480743799954 -0.0013729166276497998 -0.00073592711767853666 -0.00077123267528288479 0.00097212773926039296 -0.00078191000326947716 -0.0005357484618411523 -0.00088574018806865677 0.0012811360679524759 -0.0008191724842390594 -0.0010800019085188328 -0.00036405165545553864 0.00078103634866551793 0.00084518143072272666 -0.00059753243655058909 -0.00065186628410595293 0.0012613926287178545 -0.00098531333014887658 0.00031544463975816768 -0.0012449471947986064 0.0012399436654942698 0.00057684812617514805 -0.00030001128046895539 1.4696714328241113e-05 0.0012464775613521793 0.00051029154243124116
leaf_weight=0.0011264622417153083 0.0010001423284591304 0.001572390165762493 0.0011120470961352149 0.0013949570830211746 0.0011222182507686354 0.0013965569158299598 0.0014580185933268297 0.0013152992945733013 0.0015615731123830292 0.0011222528756711361 0.0020464446290166796 0.0032142128039267517 0.0011120241589055438 0.0010951059535919674 0.0010118136266922808 0.0019551932712080769 0.0013070089498654625 0.0010025517121903249 0.0013770907087216058 0.0010671208469403828 0.0010750988907846084 0.0013398103348958293 0.0022670271831994881 0.0010327507552183582 0.0012547131211704055 0.0014508817319267564 0.0010167005498580286 0.0010005249797435667 0.0013468687937741022 0.013700680868033582
leaf_count=113 116 211 175 252 73 476 41 540 29 42 115 117 56 35 142 263 42 14 129 27 85 112 28 54 11 32 30 95 37 418
internal_value=0 -5.12584e-05 -1.70941e-05 6.03464e-06 3.40865e-05 -0.000782988 5.88974e-05 8.49864e-05 0.000111779 8.06156e-05 0.000107423 0.000131961 0.000167336 0.000134321 0.000162991 0.000203855 -0.000177197 -0.000474207 0.000276728 0.000320497 0.000359742 0.000321525 -0.00016774 0.000402631 0.000478329 -0.000180696 0.000572837 -0.000535723 0.000627272 0.000571507
internal_weight=0 0.0537291 0.0513324 0.0502203 0.0486479 0.0023967 0.0475257 0.0461308 0.0446727 0.0431112 0.0417959 0.0406736 0.0386272 0.0375152 0.03642 0.0344077 0.00552377 0.00421676 0.0288839 0.0275068 0.0264397 0.0253646 0.00360684 0.0217578 0.0198026 0.00248363 0.017319 0.00201234 0.0163023 0.0149554
internal_count=3910 3797 3205 3030 2819 592 2746 2494 2453 2424 1884 1842 1727 1671 1636 1399 173 131 1226 1097 1070 985 140 845 582 86 496 237 466 429
is_linear=0
shrinkage=0.00137286


Tree=1289
num_leaves=31
num_cat=0
split_feature=158 155 375 1213 1429 133 160 14 43 38 3 124 456 39 42 48 1 12 15 133 49 42 474 403 1 49 15 43 51 0
split_gain=0.000884281 0.00084759 0.00075395 0.000683792 0.000703392 0.000619103 0.000629722 0.000586153 0.000571352 0.000538168 0.00115606 0.00063702 0.00059236 0.000518941 0.0010718 0.000604807 0.000986647 0.000511326 0.000524804 0.000802309 0.00071457 0.000567228 0.000598855 0.000491823 0.000376105 0.000369499 0.000344562 0.000416002 0.000313749 0.000313038
threshold=0.11034000000000001 0.10222000000000002 0.083605000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 0.077685000000000018 0.18078000000000002 0.12641000000000005 0.30601500000000009 -1.0000000180025095e-35 0.086300000000000016 0.13419 -0.11145999999999999 0.12649500000000002 0.10420500000000001 0.10129000000000001 0.088190000000000004 0.090085000000000012 -0.085974999999999982 0.088345000000000021 0.084655000000000022 -0.062634999999999982 0.092550000000000007 -0.081629999999999994 0.091435000000000002 -0.084964999999999985 0.14083500000000002 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 -5 -6 -7 8 9 10 11 24 13 14 -13 16 17 18 19 20 -16 22 25 -1 -8 -22 -20 -28 -17 -18
right_child=-2 -3 -4 4 5 6 7 -9 -10 -11 -12 12 -14 -15 15 28 29 -19 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.6799396021003315e-05 -0.0012242807401142788 -0.0010322904998041761 -0.0010812061978408018 -0.00099711165040133973 -0.00074527602750855068 -0.00070933534622933086 0.00018123831138883571 -0.00069365123083311986 0.0010149485944267462 -0.00073170888437851559 0.0013196231791681159 -0.0008697260522176817 -0.0008472905283193401 0.001013052439143977 -0.00075238195526647626 -0.0010386827811788204 0.0011120236362675254 -0.00066092729692748538 0.0010154414828252617 -0.00081437707108722034 0.00073880466940361741 0.00082850280421699991 0.00096412905443528125 -0.0013195931673518843 0.0011806580236942482 -6.1866327274153003e-05 0.00081267122370598608 -0.00035989519422119934 -1.3163725050577651e-05 0.00046949681404577449
leaf_weight=0.0010240383393011476 0.00104050056413063 0.0013410415234156306 0.0010424278263503331 0.0010280834288055032 0.0014444563931363943 0.001501323841722523 0.0011305024437930902 0.0013619419154127224 0.0013994341762497689 0.0011515694629338205 0.0015015124845161312 0.0018886377757747199 0.0011236614444261042 0.0011119096112892626 0.0015033023831207961 0.001063359659319473 0.0017206025716625106 0.0015655345744547125 0.0016702701143040946 0.0017788713383291013 0.0011030375044356342 0.002156311859536685 0.0012646411604358429 0.0010581725875039019 0.0015608823543098449 0.011132001102337197 0.0010303169172534155 0.0010781021641781408 0.0010155603670796154 0.0056746771467377491
leaf_count=213 167 179 47 115 199 234 25 73 27 20 144 105 161 32 68 37 49 113 111 189 14 90 80 338 205 473 29 164 20 189
internal_value=0 3.75958e-06 2.99324e-05 5.21887e-05 8.30673e-05 0.000105762 0.000131648 0.000159104 0.00018513 0.000158264 0.000182623 0.000140545 9.64722e-05 0.000125323 9.76312e-05 0.000151754 0.000197001 6.84839e-05 0.000118751 2.91629e-05 0.000116611 0.000200053 9.96698e-05 -0.000688711 0.000760857 1.03174e-05 0.000567754 0.0002131 -0.000537713 0.000618989
internal_weight=0 0.0544262 0.0530851 0.0520427 0.0499605 0.0489324 0.047488 0.0459866 0.0446247 0.0432253 0.0420737 0.0405722 0.0378808 0.0367571 0.0356452 0.0337566 0.0316777 0.0242824 0.0227169 0.0189382 0.0171593 0.015656 0.0134997 0.00208221 0.00269138 0.012235 0.00377869 0.00210842 0.00207892 0.00739528
internal_count=3910 3743 3564 3517 2966 2851 2652 2418 2345 2318 2298 2154 1924 1763 1731 1626 1569 1331 1218 914 725 657 567 551 230 487 304 193 57 238
is_linear=0
shrinkage=0.00131955


Tree=1290
num_leaves=31
num_cat=0
split_feature=31 1213 1429 133 133 123 475 1186 1 403 1348 4 1374 159 130 13 33 159 0 1 151 43 1 43 43 12 15 157 4 48
split_gain=0.000963953 0.000747385 0.000702157 0.000689213 0.000630683 0.000699843 0.000645873 0.000629393 0.00116369 0.000614535 0.000573705 0.000782711 0.000900543 0.000777439 0.000737826 0.000656048 0.000650413 0.000645553 0.000653846 0.000620007 0.000604977 0.000560428 0.000609322 0.000484933 0.000409055 0.000595744 0.000407989 0.000512837 0.000538756 0.000811822
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 0.087570000000000023 -0.084444999999999978 0.085080000000000003 0.08844500000000001 -0.088229999999999989 0.090050000000000005 0.50657000000000008 0.09309000000000002 -0.034019999999999988 -0.0015749999999999998 -0.5337599999999999 -0.007134999999999999 0.10519500000000001 -0.077944999999999987 0.089605000000000018 0.085710000000000022 -0.089949999999999988 0.090820000000000012 -0.086304999999999979 -0.071214999999999987 0.085250000000000006 0.098650000000000015 -0.042459999999999991 0.0057500000000000008 0.11930500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 -4 7 6 -6 8 -5 -2 11 12 13 -8 19 -16 -17 18 21 -15 -20 22 -18 -7 25 -23 27 -26 -29 -30
right_child=1 2 3 4 5 23 10 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 20 -21 -22 24 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0010685963531889857 1.3371862973505528e-05 -0.001039068225825799 -0.00086620948075440986 -0.00067590083027655086 -0.00083762306142410204 5.4736378970361703e-05 -0.00081115933826117037 0.0012973127617417824 0.0010469880380622504 -0.0013729142592747048 0.00086655801417498022 0.0010296849941454601 -0.0013477208310668121 -0.0013428872896285415 -0.00091492551943523986 -0.00092045506305700811 -0.0011970050508854956 -0.00083244051983377449 0.00053898727015551937 5.663186682737404e-06 -0.00055922026526705043 0.0010770969548411988 5.3880833356300274e-05 0.0013620139114932316 0.00090788460361643588 -6.0115568505176423e-07 -0.00083699924439954905 -0.00035490170992291843 0.00046685116966353919 -0.00075310910789678218
leaf_weight=0.0014362254278879041 0.0010204666787615446 0.0012870458913077911 0.0017276708156483958 0.001514670308595977 0.0019562373737706243 0.0010250160248168605 0.0024279994284104036 0.0013449307470523308 0.0014426174744022191 0.0014721402483107706 0.001301245868262412 0.0012097991547792555 0.0010468289625009666 0.0013868272932665562 0.0013011853609441451 0.0011861419668868214 0.0014033699314405226 0.0013036760063866995 0.0095851103702861012 0.0011973223897143725 0.0010488709021245777 0.0017983315869722896 0.0015386385156759275 0.0011182830162801407 0.0012204010928371653 0.0020906888728723372 0.001029943699697001 0.0052579315104901297 0.0053705200480687054 0.0012714646906886173
leaf_count=113 106 179 216 139 238 42 356 21 60 486 42 98 51 122 13 33 163 176 403 44 19 82 41 102 23 157 33 217 111 24
internal_value=0 -6.99886e-05 -3.68973e-05 -1.3058e-05 1.50829e-05 -2.99822e-05 -6.57626e-05 0.00051867 0.000164555 -0.000805372 -3.14272e-05 -5.88086e-05 -9.05667e-05 -5.80067e-05 -9.87204e-06 4.18154e-05 7.83172e-05 0.000114305 0.000153345 -0.000718059 0.000430667 1.27894e-05 -0.000542805 0.000736819 0.000103401 0.00049774 -4.9784e-06 6.03352e-05 -2.65856e-05 0.000233316
internal_weight=0 0.0578854 0.0553928 0.0541057 0.0523781 0.0480758 0.0459325 0.00430222 0.00295729 0.00249261 0.0439763 0.0426751 0.0414653 0.0404184 0.0379904 0.0354063 0.0341051 0.0329189 0.0316153 0.00258415 0.010634 0.0209813 0.00294201 0.0021433 0.0180393 0.00388902 0.0141503 0.0131203 0.0118999 0.00664198
internal_count=3910 3797 3205 3026 2810 2590 2446 220 199 592 2208 2166 2068 2017 1661 1495 1482 1449 1273 166 422 851 204 144 647 239 408 375 352 135
is_linear=0
shrinkage=0.00137286


Tree=1291
num_leaves=31
num_cat=0
split_feature=158 375 1213 1429 14 1365 403 52 133 43 1 12 1 159 44 3 48 0 15 40 3 43 4 51 3 12 3 0 133 457
split_gain=0.000890528 0.000796602 0.000711635 0.000718614 0.00070662 0.000633884 0.000518858 0.000503996 0.000546845 0.000747777 0.000518659 0.00084725 0.000805973 0.00075706 0.000638842 0.000735021 0.000863417 0.000652287 0.000588343 0.000528024 0.000682518 0.00045591 0.000836733 0.000730886 0.000577518 0.000588506 0.000642327 0.00106714 0.00043098 0.000390003
threshold=0.11034000000000001 0.083605000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 -0.080184999999999992 -0.51745999999999992 -0.26719999999999994 0.12512500000000001 0.094695000000000015 0.10129000000000001 0.092730000000000021 0.073745000000000019 0.088980000000000017 0.16699000000000003 0.12862000000000004 -0.17106499999999999 0.035895000000000003 -0.065744999999999984 -0.077894999999999978 -0.50992999999999988 -0.48072499999999996 0.08955500000000001 -0.15327499999999997 -0.0089849999999999982 -0.084129999999999996 -0.07773999999999999 -0.087584999999999982 -0.0015249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 7 -1 -5 -9 10 11 12 21 14 15 16 17 -12 19 -19 -21 -10 -23 24 -24 -26 27 28 -27 -28
right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 13 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 -25 25 26 29 -29 -30 -31
leaf_value=-4.8333697376640111e-05 -0.0014296348725217124 -0.0012965606483217736 -0.0011419850618410421 -0.00088371204921613804 -0.00094303010553358044 -0.0010109879567127039 -0.00151580309051416 -0.00079852046370543 0.00095159139228389808 0.00095000670978909836 0.0010923850999532674 -0.0011431503863698217 -0.0010476085952263528 0.0013457377754133727 -0.00075810373032787499 0.0015158463630622809 -0.00072468157137052015 -0.00054354600699684148 -0.00056005582481313224 -0.00012896268323431148 0.0010000629850707133 -0.0011937734318173434 0.0012794315864577204 -0.00093886953542527231 -0.00085465377075060768 -0.00017358405126873382 -0.00037497410678768219 0.00058302566242618816 -0.0014221590257757159 0.00056937959558444359
leaf_weight=0.0010380910832906709 0.0010490250863328656 0.0010984501607791399 0.0011435590195699166 0.0010899698399332572 0.0015209817045387366 0.0011373267523095967 0.0011859861727060985 0.0013280407653197815 0.00147655960386217 0.0027757130975096791 0.0024004940222756019 0.0014174735702156263 0.0014017274840578678 0.0015643627197303714 0.0013472325204020317 0.0011140675582941304 0.0018514073057076539 0.0011077730343136425 0.0018434301846141921 0.0018920236246802195 0.0035165672074435293 0.0011202414713409213 0.0011434593818364499 0.0013028712402259881 0.0012040109675623923 0.0011373965867153002 0.00113201556179754 0.0021102032585806766 0.001438419017961462 0.0089364562220847626
leaf_count=176 167 48 181 179 99 73 379 184 29 58 74 147 66 190 36 74 60 128 87 100 83 45 27 122 54 55 58 66 390 475
internal_value=0 -1.9267e-05 7.88275e-06 4.56034e-05 7.3715e-05 0.000106766 -0.00083086 0.000134613 0.000159521 0.00018895 0.000136736 -6.69051e-06 6.5214e-05 0.000342089 0.000237925 0.000335688 0.000231438 0.000395947 0.000195966 0.000409839 0.000605109 0.000139488 7.80736e-05 0.000155487 0.000238858 0.000164298 0.000247448 -0.000216131 -0.000870829 0.000463204
internal_weight=0 0.0527763 0.0516779 0.0494538 0.0483102 0.0467892 0.00222408 0.0456519 0.0445619 0.0432339 0.0404582 0.0238208 0.0224034 0.0166374 0.015073 0.0137258 0.0126117 0.0107603 0.00835979 0.00651636 0.00540859 0.0210016 0.0195251 0.0184048 0.017102 0.0159585 0.0147545 0.00468602 0.00257582 0.0100685
internal_count=3910 3743 3695 3140 2959 2860 555 2787 2608 2424 2366 1534 1387 832 642 606 532 472 398 311 183 1321 1292 1247 1125 1098 1044 511 445 533
is_linear=0
shrinkage=0.00151575


Tree=1292
num_leaves=22
num_cat=0
split_feature=1213 52 456 1 12 43 42 3 51 12 15 4 4 15 52 2 12 1 4 457 13
split_gain=0.00026618 0.000217538 0.000169633 0.000166935 0.00020909 0.000257143 0.000213227 0.000175651 0.000275906 0.000274148 0.000274448 0.000264515 0.000293197 0.000168951 0.0001548 0.000253365 0.000261091 0.000213012 0.000172415 0.000167432 0.000120311
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.086300000000000016 0.10113500000000002 0.10129000000000001 -0.15426499999999996 0.091955000000000023 0.090325000000000003 0.12190000000000002 0.090840000000000018 -0.064869999999999983 0.056740000000000006 0.27020000000000005 0.088495000000000018 0.10599500000000002 0.091025000000000009 0.085325000000000012 0.079945000000000016 0.0057500000000000008 0.082870000000000013 -0.088294999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 13 9 11 -5 -11 -9 -13 14 15 16 17 -7 19 -19 -17
right_child=1 2 -4 7 -6 6 -8 8 -10 10 -12 12 -14 -15 -16 20 -18 18 -20 -21 -22
leaf_value=-0.0022922200827082471 -0.0020089852445717873 0.0017365642539744314 -0.0017005068506807009 0.0028371860889510828 -0.00181089632689226 0.001271748519242235 -0.0019361878707595246 0.0025940606947773147 -0.001869604826870183 -0.00086907916755630448 0.0019457529883883642 -0.0018874406593737587 0.0012547340462688661 0.0014139659504620048 -0.0018618333596158835 0.0023985640707690804 -0.0024770916636558094 -0.0025768459695777466 0.00060073322117440713 -0.00015893507306382969 0.00045316480770903809
leaf_weight=0.0010374026318776116 0.0010175924873778155 0.001729175047777253 0.0010032184671217572 0.001625076515913787 0.0013122803151687573 0.0017116344534397927 0.0012301825696995885 0.0010756657273598424 0.001137091202309648 0.0014797813731541876 0.0013958411509404911 0.0010857008974767268 0.0014228444995015854 0.0016373510050864412 0.0010012486994619438 0.0010293337920899148 0.0011160986133276068 0.0012320663269633769 0.001404671015365011 0.0011465584691077169 0.0018334360967904306
leaf_count=592 345 117 189 315 231 229 332 63 46 124 73 21 145 257 151 36 325 89 27 37 166
internal_value=0 5.73701e-05 0.000136392 0.00020836 -6.7494e-05 8.43021e-05 -0.000129828 0.000698448 8.48339e-05 0.00134214 0.000497254 0.00070488 -0.000105202 5.36327e-05 -0.000159 2.09653e-05 -0.000469087 -6.12332e-05 -0.000664299 -0.00141135 0.00115265
internal_weight=0 0.0276268 0.0266093 0.025606 0.016384 0.0150718 0.0133426 0.009222 0.0047213 0.0045007 0.00287562 0.00358421 0.00250855 0.0121124 0.010475 0.0094738 0.00661103 0.00549493 0.0037833 0.00237862 0.00286277
internal_count=3910 3318 2973 2784 1997 1766 1649 787 275 512 197 229 166 1317 1060 909 707 382 153 126 202
is_linear=0
shrinkage=0.00455379


Tree=1293
num_leaves=23
num_cat=0
split_feature=1213 475 38 124 40 3 48 4 457 1 3 15 160 3 150 9 42 42 12 47 16 151
split_gain=0.000221506 0.000187856 0.000146772 0.000312007 0.000158434 0.000299811 0.000344806 0.000195905 0.000306345 0.000291462 0.000166474 0.000399175 0.000225628 0.00015932 0.000151354 0.000173183 0.000202531 0.000305366 0.000584544 0.000157364 0.000138893 8.78709e-05
threshold=-1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.12649500000000002 -0.08422499999999998 -0.068769999999999984 0.078675000000000009 0.099570000000000006 -0.090674999999999992 0.099550000000000013 -0.11266 0.090965000000000004 0.083710000000000021 -0.088669999999999985 0.083725000000000008 0.085325000000000012 0.086425000000000016 -0.087969999999999979 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 9 -9 13 12 -12 14 -6 15 16 -10 18 21 20 -19 -18
right_child=1 2 -4 4 5 -7 -8 8 10 -11 11 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23
leaf_value=-0.0021167791487250679 -0.0018140685014592531 0.002176412052935223 -0.0015183717326168141 -0.0013809862812779294 0.00098920241522947863 0.0024155870343663941 -0.0023209677343246924 -0.0020116360305492752 0.0025430707769041163 -0.0026006712771493314 -0.00020124194901864634 0.0036782276058421911 -0.0015246715882170287 -0.001303879899807302 -0.0010781463574805151 -0.00080620459774367046 0.0018080572375887708 0.0028618742195276399 -0.003271152187243955 -8.7249598788150442e-05 0.00096926454338245639 6.5296026477453035e-05
leaf_weight=0.0010124213340108315 0.0010739873386021231 0.0015534742207237709 0.0010751587001109888 0.0014647929091372571 0.0016309804087093482 0.0011633127870416251 0.0012082477627382007 0.001014378072982546 0.0014142127580596287 0.0011975677580131627 0.001104243922419812 0.0010958006521644146 0.0011773181619632598 0.0010220416917792107 0.0010506284606122138 0.0013189305739160781 0.001111247433318141 0.0017148310373016574 0.0010012442144998746 0.0010072311508202841 0.0015140273223209185 0.0013039269107721959
leaf_count=592 280 256 89 133 63 141 81 162 123 193 33 50 173 190 96 66 44 159 323 120 471 72
internal_value=0 5.25013e-05 0.000129181 0.000199842 6.92638e-05 0.000165604 4.02891e-05 0.000185268 0.000409372 -0.000735921 0.000575153 0.00173105 0.000373543 0.000105823 0.000568956 0.00073558 0.000959862 0.000667279 -0.000345649 0.00148421 0.00197442 0.000867159
internal_weight=0 0.0272176 0.0261436 0.0250684 0.023515 0.0220502 0.0208869 0.0196786 0.015828 0.00385059 0.0148136 0.00220004 0.0126136 0.00265302 0.0114363 0.0103857 0.00906672 0.00765251 0.00341642 0.00423609 0.00322886 0.00241517
internal_count=3910 3318 3038 2949 2693 2560 2419 2338 1892 446 1730 83 1647 253 1474 1378 1312 1189 439 750 630 116
is_linear=0
shrinkage=0.00455379


Tree=1294
num_leaves=21
num_cat=0
split_feature=44 15 16 15 147 15 13 484 484 49 12 16 48 52 1 4 43 16 0 1
split_gain=0.000131767 0.000200509 0.000293507 0.000194465 0.000172343 0.000173611 0.000191936 0.000291394 0.000215794 0.000167921 0.000253926 0.000202517 0.000225462 0.000205849 0.000142884 0.000208969 0.000116256 0.000305517 0.000153981 0.000114104
threshold=1.0000000180025095e-35 -0.15202999999999997 -0.11807499999999999 -0.11739999999999999 0.088565000000000019 -0.106555 -0.45122499999999993 0.087420000000000012 0.073820000000000011 -0.14917999999999998 0.10129000000000001 -0.30307999999999996 0.091555000000000011 -0.089799999999999977 0.092550000000000007 1.0000000180025095e-35 -0.17307499999999998 -0.083144999999999983 -0.084304999999999977 0.099115000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 8 9 -8 11 -11 13 19 15 16 -15 18 -18 -13
right_child=-2 3 -4 4 -6 6 7 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.0029119503023470827 -0.0018085642221092862 -0.0020876399562420314 -0.00041005179455883391 0.0017762647372526778 0.0019663252174693859 0.0016053613259081449 0.0011935151456706878 -0.0029652865721030773 0.0019554272931184015 -0.002107365325490647 -0.002698304368310196 -0.0029879049820557423 0.0014598570690375454 0.0013535560550497713 -0.0012256780690672558 0.0020000425858863317 -0.0010997980005315509 -0.0025213507509995125 0.0013034795389143146 -0.00067525281973965885
leaf_weight=0.0014225823189473186 0.0010091300426395824 0.0011872124729730938 0.0012747419460730344 0.0011820065604624076 0.0010731762775966205 0.001380845983135255 0.0016533719947912076 0.0010090060151718558 0.0011131391112795255 0.0014169686154714639 0.00121526280479592 0.0010297577830465582 0.0019710726552204247 0.0010318390056764919 0.001988195802882009 0.0014479434626424592 0.0010840438441046124 0.0013302970590955447 0.0017812999430690769 0.0011322882495281572
leaf_count=247 71 154 165 57 150 30 85 246 115 99 356 285 149 62 259 121 312 679 136 132
internal_value=0 4.22046e-05 0.00134199 -0.000103708 -5.86087e-07 -9.7559e-05 -0.000205154 -0.000335334 -0.000189493 -0.000329263 -0.000492444 -0.000303845 -0.000104143 -0.000388907 -4.25658e-05 0.00030981 -0.000158362 -0.00053019 0.000394249 -0.00177674
internal_weight=0 0.0267251 0.00269732 0.0240277 0.0228405 0.0217673 0.0205853 0.0192045 0.0181955 0.0170823 0.015429 0.0142137 0.0127967 0.0108257 0.00866362 0.00667542 0.00522748 0.00419564 0.00286534 0.00216205
internal_count=3910 3839 412 3427 3273 3123 3066 3036 2790 2675 2590 2234 2135 1986 1569 1310 1189 1127 448 417
is_linear=0
shrinkage=0.00502775


Tree=1295
num_leaves=22
num_cat=0
split_feature=457 457 48 11 484 1 0 2 3 160 48 16 0 52 133 130 0 0 2 2 2
split_gain=0.000122484 0.000200747 0.000198739 0.000165355 0.000143898 0.000164261 0.000242191 0.000238594 0.000598609 0.000315576 0.000504667 0.000203777 0.000202594 0.00025121 0.000190128 0.000186687 0.000163357 0.000154188 0.000311155 0.000147946 7.99304e-05
threshold=-0.098834999999999992 -0.0034949999999999994 -0.084204999999999988 0.079700000000000007 -0.0043499999999999988 1.0000000180025095e-35 -0.087614999999999985 1.0000000180025095e-35 0.076695000000000013 -0.08044999999999998 0.086455000000000018 -0.17157499999999998 -0.07773999999999999 -0.27466499999999994 0.084285000000000013 -1.0000000180025095e-35 -0.10131499999999999 0.18055000000000002 0.10393500000000001 0.091525000000000009 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 14 11 -9 -10 -11 -7 16 -14 -6 -8 -13 18 19 -17 -12
right_child=1 2 3 -5 5 7 15 8 9 10 20 12 13 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.001522753385187352 -0.0019134203783331253 -0.0019738469549929541 -0.0012994077626696345 -0.0012274547443357356 -0.0026391244019169867 0.0015200043522729644 -0.0014316084265770196 0.0035969992374265901 -0.0017739435380643603 0.0036101959250837783 0.0006580582301581111 -0.00031733053332269937 -0.0010863520911662708 0.0019786677765907808 -0.00023846449415885535 -0.00010122930842557434 -0.0027923698187769467 0.0022128535187265165 -0.0018739994479415258 0.0019818100158714401 -0.00092495190698412683
leaf_weight=0.0010257598047909147 0.0011842638783661754 0.001010087852579388 0.0012592117932101977 0.0018314732153861804 0.0012298565729324416 0.0013215977226654907 0.0010393025731307293 0.0016457125134680672 0.001062757792734903 0.0011139406014469277 0.0015101851078715978 0.0011667991561665758 0.0011019884405882863 0.0011161839469767121 0.001541709414204756 0.0012876361801868368 0.0010511944585009925 0.0010800033788598284 0.0010328713853282323 0.0015681463927136596 0.0011769117433004794
leaf_count=83 233 82 467 237 283 110 148 258 79 123 38 19 56 251 127 482 299 20 216 234 65
internal_value=0 -8.11878e-05 5.09673e-06 8.79101e-05 0.00019591 0.000285374 -0.000190164 0.00062571 0.001223 0.000419729 0.00103307 -4.95575e-05 -0.000517153 0.000455965 -0.00130373 0.000323543 -0.00149035 0.000690672 0.000267913 0.00104259 -3.52786e-05
internal_weight=0 0.0263318 0.0251476 0.0241375 0.022306 0.0210468 0.00877953 0.0122673 0.00650951 0.0048638 0.00380104 0.00575776 0.00443617 0.00221817 0.00277157 0.00600796 0.00221799 0.00496866 0.00388865 0.00285578 0.0026871
internal_count=3910 3827 3594 3512 3275 2808 1510 1298 563 305 226 735 625 307 410 1100 318 952 932 716 103
is_linear=0
shrinkage=0.00455379


Tree=1296
num_leaves=31
num_cat=0
split_feature=31 375 14 155 1365 1213 33 9 403 1374 457 484 1374 1 44 15 130 130 130 158 51 1213 43 4 3 43 12 1 15 2
split_gain=0.000967885 0.000744469 0.00074071 0.000726877 0.000667485 0.00069579 0.000509741 0.000488562 0.000465463 0.000458642 0.00051146 0.000718532 0.000449462 0.000399501 0.000765892 0.000537384 0.000637608 0.000556913 0.000945044 0.000487829 0.000497238 0.000520629 0.000471974 0.000580182 0.000694005 0.000432084 0.000729603 0.00037706 0.000343027 0.00149486
threshold=-1.0000000180025095e-35 0.087245000000000017 0.077685000000000018 0.10222000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.007134999999999999 0.091370000000000021 -0.062634999999999982 0.087785000000000016 -0.098834999999999992 -0.08231999999999999 -0.094679999999999986 0.14000500000000002 0.088980000000000017 0.22941000000000003 -0.084569999999999992 -0.081969999999999987 -0.0015749999999999998 0.085745000000000002 0.11463000000000002 0.041025000000000006 -0.50992999999999988 -0.49837999999999999 -0.16059999999999997 -0.089949999999999988 0.093870000000000023 0.091440000000000007 -0.07142999999999998 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 9 -2 10 -8 -12 -13 14 15 16 -14 -18 -19 20 21 22 -20 -24 -25 26 -26 -21 29 -27
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 12 13 -15 -16 -17 17 18 19 27 -22 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=0.0012271624041405665 -7.8988295524844799e-05 -0.0011981916106695405 -0.00099533709607038667 -0.0010780365385459076 -0.00099186854488802828 -0.00082392261326497249 0.00097423964069810905 0.00079653253839857385 -0.0014003658840559456 -0.00076144775509541063 -0.00092806658339508676 -0.00050128497432020325 -0.00060523407722390713 0.00069176223023709182 -0.0010696881921803581 -0.00075789795771155383 0.0012417277671601084 -0.0010505269558303868 0.0011874033744663471 -0.0009585445543127349 -0.00049073075174254494 -0.00051491044280212509 -0.00056595496270631768 0.0013893366631610178 -0.00072516778088211351 -0.00086179874887790261 0.00068182009425714666 0.00021647029254419264 0.00057903916576237014 0.00058073745271660922
leaf_weight=0.0011810653292151354 0.0010423743124058915 0.0010930226505023724 0.0015164080170440011 0.0012032284797797157 0.00123899536387606 0.0011825305153045909 0.00127694378855736 0.0019314505039900167 0.0010485991547536924 0.0012432688896619739 0.0013560175004054533 0.0022392379857905089 0.0019265604866530719 0.0024455514311982887 0.0010531799326258797 0.0012522109464043743 0.0010215097051400326 0.0011572333076279575 0.001355252614569479 0.0011312351632042908 0.0015057171488684898 0.0013314388028165527 0.0013153298788765927 0.0012864664736715664 0.0018021260502347749 0.0019589680541123198 0.0012065711952244929 0.0010169344719619389 0.010131580963530003 0.00501429489184535
leaf_count=113 241 40 123 178 73 41 45 56 329 77 289 65 92 107 27 19 14 136 24 97 137 249 60 44 153 115 61 66 592 247
internal_value=0 -5.42107e-05 -3.07032e-05 -2.39577e-06 2.32472e-05 4.87938e-05 8.38538e-05 0.000107211 -0.000741644 7.6971e-05 0.000101335 7.44804e-05 0.000108339 0.000144346 0.000106599 0.000142598 0.000176602 0.000224826 0.000190444 0.00023987 0.000291137 0.000337482 0.000384631 0.000336736 0.000392219 0.000328443 -0.000160927 -0.000402297 0.000414522 0.000175492
internal_weight=0 0.0542842 0.0531912 0.0516748 0.0504716 0.0492326 0.0471416 0.0459591 0.00209097 0.0440276 0.0427844 0.0415074 0.0401514 0.0379122 0.0354666 0.0344134 0.0331612 0.0312347 0.0302131 0.0290559 0.0269077 0.025402 0.0240706 0.0227153 0.0214 0.0201135 0.0030087 0.00214817 0.0171048 0.00697326
internal_count=3910 3797 3757 3634 3456 3383 2813 2772 570 2716 2639 2594 2305 2240 2133 2106 2087 1995 1981 1845 1682 1545 1296 1272 1212 1168 214 163 954 362
is_linear=0
shrinkage=0.00140032


Tree=1297
num_leaves=22
num_cat=0
split_feature=4 11 0 43 4 42 133 42 48 52 2 16 4 1 52 13 43 15 3 52 3
split_gain=0.000123948 0.000247586 0.000156043 0.000286856 0.000487499 0.000247042 0.000249396 0.000217907 0.000193645 0.000181356 0.000196532 0.000280296 0.000226351 0.000182957 0.00017868 0.000166102 0.000186493 0.000293559 0.00014267 5.69591e-05 9.6754e-06
threshold=0.28937500000000005 0.079700000000000007 -0.017269999999999997 -0.18906999999999999 -0.49837999999999999 -0.11145999999999999 -0.090054999999999982 -0.088669999999999985 -0.074859999999999996 0.16064500000000001 0.097940000000000013 -0.17157499999999998 0.074650000000000008 0.092550000000000007 -0.080899999999999986 -0.084084999999999979 -0.083094999999999988 -0.096369999999999983 0.11265500000000002 -0.076599999999999988 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7 -8 -9 10 12 -12 13 15 -13 -10 -17 -18 -2 -19 -6
right_child=18 -3 3 4 20 6 7 8 9 -11 11 14 -14 -15 -16 16 17 19 -20 -21 -22
leaf_value=-0.0022592407559002617 0.0016618222701535134 -0.0021864761531685019 0.002578501054554508 -0.0022587418163528693 0.0015914582590121141 -0.0016809536061951839 0.0017224774724244759 -0.0018367076800497486 -0.0015376063986993068 -0.0014804763095696712 -0.00069783105173755889 0.00080603558873400271 0.001412130910268559 -0.0015837463459336921 0.003238301984623462 0.0017534142120964938 0.001331759450264793 -0.0005097250702401925 -0.00016335265194414712 -0.0019146169267494494 0.00099824194337074933
leaf_weight=0.0010138063156321332 0.0016341807260282218 0.0010252076300719106 0.0011171713825319785 0.001097259243838522 0.0010056705892900197 0.0016310065710891655 0.0013615026995833215 0.0010621650663793494 0.0010935507224291681 0.0012694683844298995 0.001055458744590787 0.001145447346332984 0.001523235507713494 0.0018280695470828667 0.0010810473749017233 0.0012334490934020363 0.0014134449121876143 0.0010955529956432177 0.0015241320268589709 0.0010319523180798065 0.0010195311268521605
leaf_count=190 280 187 26 99 53 442 188 80 439 335 53 156 65 209 188 175 48 88 146 392 71
internal_value=0 -0.000123035 -3.13731e-05 0.000712426 4.47711e-05 -0.00019876 -8.15718e-05 7.95093e-05 -7.12983e-05 6.48719e-05 0.000221798 0.00112357 -9.92216e-05 -0.000398356 0.00198699 -2.90662e-05 0.000316457 -0.000184091 0.000781033 -0.00119117 0.00129282
internal_weight=0 0.024104 0.0230788 0.00423963 0.00312246 0.0188392 0.0178254 0.0161943 0.0148328 0.0137707 0.0125012 0.00328195 0.00921926 0.00769602 0.00222649 0.00586795 0.0047744 0.00354095 0.00315831 0.00212751 0.0020252
internal_count=3910 3484 3297 249 223 3048 2858 2416 2228 2148 1813 397 1416 1351 344 1142 703 528 426 480 124
is_linear=0
shrinkage=0.00429114


Tree=1298
num_leaves=21
num_cat=0
split_feature=124 4 0 403 133 15 15 15 42 160 0 2 150 1 2 12 47 160 52 47
split_gain=0.000128251 0.000176686 0.000259846 0.000158907 0.000144153 0.000201294 0.000308265 0.000304559 0.000261578 0.000197731 0.000206819 0.000365928 0.000279024 0.00016263 0.000153562 0.000141451 0.000106975 8.05538e-05 6.20569e-05 5.08902e-05
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.090054999999999982 0.10363000000000001 -0.0089749999999999986 -0.041049999999999996 0.084100000000000022 -1.0000000180025095e-35 -0.19631499999999999 0.099015000000000006 0.10871000000000001 0.095575000000000007 0.081110000000000015 0.09258000000000001 0.086025000000000004 -0.096329999999999985 0.0033900000000000002 0.10887000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 9 14 17 12 13 -11 16 -8 -4 -12 -6 -16 -15
right_child=-2 2 15 4 5 -7 8 -9 -10 10 11 -13 -14 19 18 -17 -18 -19 -20 -21
leaf_value=-0.0016512208283958579 0.0016399770563399795 -0.0018672003531245592 0.0027193815185108409 -0.0014288707906726123 -0.000251032405935766 -0.0015184995888154289 0.00026085080937396365 -0.0024535830104498325 -0.00091413321052209945 -0.0018294173605589599 0.00027876745107473661 0.0028930265501338243 0.0012925219559569579 0.001884227125503075 0.0016527595256396854 0.00041496257235007765 -0.0018652161923978004 -0.0020767833650969926 0.0030837512217938056 0.00037526269317873394
leaf_weight=0.0015808113391029268 0.0010463034353566094 0.0011941436600532351 0.0011679565234877501 0.0016383580431581493 0.0010791410326194406 0.0017046751598950296 0.001080705557388712 0.0012461964582902709 0.0010411671180167448 0.001796393689069471 0.0011388895042187689 0.0015940201269535326 0.0010648676162920978 0.0010625076731128336 0.0013525809508712627 0.0013308995871668117 0.0010395766509005977 0.0011830394149201741 0.0014844419333761572 0.0010259098931726385
leaf_count=174 49 906 154 432 222 239 89 255 178 70 129 279 29 107 108 81 63 222 82 42
internal_value=0 -8.5883e-05 1.62617e-05 -0.000153473 -5.38045e-05 6.54311e-05 0.000222509 -0.000189564 0.00123884 6.72939e-05 0.000397492 0.000917433 -0.000667534 0.000179391 0.00181101 0.00149204 -0.000744354 -0.00120583 0.00240151 0.00114297
internal_weight=0 0.0258063 0.0242255 0.0217266 0.0205325 0.0188941 0.0171894 0.0122305 0.0049589 0.0109843 0.00872217 0.0058609 0.00286126 0.00426688 0.00391773 0.00249886 0.00217847 0.00226218 0.00283702 0.00208842
internal_count=3910 3861 3687 3452 2546 2114 1875 1418 457 1163 719 620 99 341 279 235 192 444 190 149
is_linear=0
shrinkage=0.00483252


Tree=1299
num_leaves=21
num_cat=0
split_feature=4 158 156 159 15 151 1 48 51 49 0 40 47 15 48 13 403 3 14 48
split_gain=0.000108464 0.000181071 0.000166054 0.000174457 0.000215965 0.000198191 0.00018851 0.00017183 0.000272822 0.00020891 0.000186706 0.000209121 0.000352612 0.000165189 0.000130745 0.0001202 0.000135643 0.000145902 0.000103322 0.000247076
threshold=0.28937500000000005 0.084965000000000027 0.091280000000000014 0.087945000000000009 -0.14097499999999996 -0.070479999999999987 0.085990000000000011 0.093225000000000016 0.08955500000000001 -0.07107999999999999 -0.13027499999999997 -1.0000000180025095e-35 0.09550500000000002 -1.0000000180025095e-35 0.12649500000000002 0.0024700000000000004 0.03138500000000001 -0.055684999999999991 -0.45687499999999998 0.099800000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -7 -11 -12 13 -13 -9 16 17 -15 -2 -20
right_child=18 -3 -4 -5 5 7 -8 14 -10 10 11 12 -14 15 -16 -17 -18 -19 19 -21
leaf_value=-0.0020832674336402728 -0.0003826300954754707 -0.001745808538513358 -0.0017952815649778266 0.0017884937684025147 -5.8560887134675035e-05 -0.0015180122532466008 0.0024620581223597201 0.0022746687239162213 -0.0024802161659757383 0.0014959919989897335 -0.0019982253745801253 -0.0020893108995928044 0.0020518818561803716 -0.0014673483856684055 -5.4827967878728365e-05 -0.001029325241966348 0.0015800935583953246 0.00093593510987196888 0.0029846201689453255 -0.00023896484883614133
leaf_weight=0.0010505805656613838 0.0010540566822349051 0.0013969696843266549 0.0010823249326369208 0.0012020367836720882 0.0012064209502405934 0.0019156924944689355 0.0013637246945865655 0.0010629495238244349 0.0011331066944558739 0.0018359737113051678 0.0011295288837496207 0.0010034312043235303 0.0016470467099973796 0.0010955737030223069 0.0010173101921542305 0.0017599771618765914 0.0014021110191825281 0.0010844860470942269 0.0010478016671788817 0.0010050018070624223
leaf_count=173 80 348 284 180 179 93 132 107 251 76 64 270 66 731 75 225 183 47 286 60
internal_value=0 -0.000124254 -2.12513e-05 7.05747e-05 -3.42056e-05 8.11756e-05 0.00127888 -0.000110175 -0.000295174 -0.000102855 0.000144542 -0.000127458 0.000136922 -0.000360122 0.00113547 -3.53233e-05 0.000453046 -0.000271818 0.000799462 0.00140643
internal_weight=0 0.0233892 0.0219923 0.02091 0.0197079 0.0186573 0.00257015 0.0160872 0.0140069 0.0128738 0.0109581 0.00912215 0.00799263 0.00634558 0.00208026 0.00534215 0.00358217 0.00218006 0.00310686 0.0020528
internal_count=3910 3484 3136 2852 2672 2499 311 2188 2006 1755 1662 1586 1522 1456 182 1186 961 778 426 346
is_linear=0
shrinkage=0.00464487


Tree=1300
num_leaves=31
num_cat=0
split_feature=31 14 133 160 52 133 401 123 124 454 150 158 13 1 43 12 16 16 13 52 474 15 16 13 12 12 1186 12 3 4
split_gain=0.000910403 0.000631661 0.000509992 0.000712833 0.000647484 0.000486942 0.000722414 0.000645823 0.000575081 0.000491179 0.000561738 0.00061332 0.00043321 0.000438825 0.000572048 0.000550201 0.000436808 0.000748974 0.000461537 0.000646534 0.00034301 0.000524005 0.000635508 0.000326922 0.000272417 0.000263256 0.000446869 0.000331201 0.000435646 0.000268406
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 -0.15498499999999996 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.088225000000000012 -0.18357499999999996 0.087355000000000016 -0.097529999999999992 0.11368000000000002 0.052855000000000006 0.092720000000000011 0.28937500000000005 0.070590000000000014 -0.084184999999999996 0.14114500000000005 0.084655000000000022 -0.10312999999999999 -0.15168999999999996 -0.080649999999999986 0.085380000000000011 0.089995000000000006 0.085080000000000003 0.085945000000000008 -0.015794999999999997 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7 10 -10 12 13 14 15 -12 17 18 -14 20 21 22 -20 -9 -19 26 27 28 -23 -30
right_child=1 -3 3 4 5 6 -8 23 9 -11 11 -13 16 -15 -16 -17 -18 24 19 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013342374372281522 -0.00090190360117628704 -0.0010563350536657368 -0.0010492592911280994 -0.0011307956466358642 0.0009685281670128356 -0.00087876518671119207 -0.0011583461361843758 0.0014143098263400045 0.0011150393258975403 -0.00094269662175365076 0.00057708372739001166 -0.00083656211330154361 -0.00081577136937047872 0.0013371387437425975 0.00085649505776604648 -0.00081299146513438825 0.00065177110689930385 -0.0012823231704542403 0.0002715639894873362 0.00082705289859492199 0.0006620149290383308 0.0008631211889168249 -0.0012157430226018132 0.00031609360720635257 -0.0002595732566853844 -0.00042117406479138609 0.0011231432751779992 -0.00067979281695545557 -0.0003376769956378819 0.00029525533843785328
leaf_weight=0.00110119954482396 0.0014874785559766393 0.0014178685664461002 0.0014376259786554038 0.0010654615810594672 0.0013291132603754354 0.0015672761357865541 0.0011307543174707826 0.0011390514444817867 0.0011896538513269652 0.0010880705877411847 0.0011760734469277159 0.0016826221857598736 0.0013281367128817325 0.0010982050085681649 0.0021470531592235886 0.0014741989502908837 0.0022613159990809697 0.0013852195514640888 0.0010535675717378012 0.002499097826861473 0.0016227391697352924 0.0016611803124086267 0.0017671389944276953 0.0013739669676878776 0.0010533277179973766 0.0021141524953786914 0.001010659853870167 0.001203880870877084 0.0029867957800320515 0.0031763774851469861
leaf_count=113 226 124 275 261 70 59 295 84 26 28 46 240 347 91 42 21 85 66 47 113 110 127 62 124 77 366 31 227 67 60
internal_value=0 -6.00363e-05 -2.89967e-05 4.97873e-07 3.59365e-05 6.58768e-05 3.60258e-05 7.06021e-05 1.94936e-05 5.97406e-05 9.19235e-05 5.47036e-05 0.00010305 0.000472828 0.00027497 -0.000196138 1.62774e-05 -4.65795e-05 4.82185e-05 0.000108311 8.26576e-08 -7.16524e-05 -0.000660216 0.000813871 -0.000840548 6.49524e-05 0.000167329 6.03308e-05 0.000174209 -1.14762e-05
internal_weight=0 0.0469281 0.0455102 0.0440227 0.0425851 0.0415196 0.0401905 0.0390598 0.0365467 0.0349795 0.0338914 0.0327017 0.0310191 0.00589553 0.00479733 0.00265027 0.0251236 0.0228623 0.0204237 0.0190956 0.0165965 0.0149738 0.00282071 0.00251302 0.00243855 0.012153 0.0100389 0.00902823 0.00782435 0.00616317
internal_count=3910 3797 3673 3447 3172 2911 2841 2546 2338 2279 2251 2225 1985 200 109 67 1785 1700 1557 1210 1097 987 109 208 143 878 512 481 254 127
is_linear=0
shrinkage=0.00151575


Tree=1301
num_leaves=31
num_cat=0
split_feature=31 3 39 42 1365 14 1429 1213 51 15 158 41 3 0 12 16 12 2 3 15 52 133 49 133 133 51 49 160 2 15
split_gain=0.000910271 0.000711926 0.000701611 0.000735274 0.000658698 0.000668434 0.00067437 0.000700434 0.000622314 0.00053143 0.000669087 0.000666833 0.000695282 0.000635228 0.000555202 0.000502 0.000485218 0.000410234 0.000651958 0.000797514 0.000904687 0.000650235 0.000722095 0.000678783 0.00060883 0.00051119 0.000469532 0.000412512 0.000403247 0.000382505
threshold=-1.0000000180025095e-35 0.31335500000000011 0.15608500000000003 -0.11403999999999999 1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.082704999999999987 0.14897000000000002 -0.26361999999999991 0.085745000000000002 0.078535000000000008 -0.11266 0.37339500000000009 0.051320000000000005 -0.51054499999999992 -0.062539999999999984 0.11339500000000001 0.10420500000000001 0.088190000000000004 0.091715000000000005 -0.090054999999999982 -0.085974999999999982 0.092000000000000012 0.083815000000000014 -0.085119999999999987 0.13725000000000001 -1.0000000180025095e-35 0.097940000000000013 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 -9 11 12 13 29 -12 -13 -3 18 19 21 -21 -14 -23 24 25 -24 -19 -27 -20 -11
right_child=1 16 -4 4 -6 -7 7 8 -10 10 14 15 17 -15 -16 -17 -18 26 28 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0011319254454636735 -0.00087633218964379531 4.6589850200522693e-05 0.00099280332201715253 -0.0010917292763546185 -0.0011112441400225753 -0.0010235107951748034 -0.0011090976862735908 0.00066982349143638123 -0.00093061233168849919 0.001040808543842009 2.2535639069965545e-08 2.7241631538623001e-05 -0.0012094280669581623 -0.00036491487440799088 -0.0014004155932895821 -0.0013019006965388517 0.0014004036656659082 -0.00082331740983550164 1.707913619621159e-05 0.00084766820590187724 -0.00062759827453445207 -0.0010043900331090127 0.00067403453187273705 -0.0010402005909461816 0.00068328703870720506 -0.00085514950979602119 0.00030500749725460131 -5.0779834407400002e-05 0.00091820790308417123 0.00018586122480695731
leaf_weight=0.0012876644253912986 0.0023716857796397253 0.0010066422898922234 0.001146478575044795 0.00113364412946415 0.001181259924877053 0.0013521198050356889 0.0010868710956182239 0.0026089896300538476 0.0012878994250207212 0.0032748918335165798 0.0010665306212107586 0.001046057744794382 0.001063122130068205 0.0012052454617785813 0.0011576322229672753 0.0011923164388960563 0.0010719101251854815 0.0021772575693250742 0.0015433022177830926 0.0035249407412463176 0.0010602771722205695 0.0015146209611636144 0.0016508669672146157 0.0011246568103325518 0.0027431618804716349 0.0014590686016094376 0.0010828651671310752 0.0087332898261030072 0.0026386176623809376 0.001494410201829055
leaf_count=113 210 67 31 177 72 106 329 172 74 105 31 29 170 11 188 72 69 159 22 255 261 86 75 185 269 127 41 318 49 37
internal_value=0 -5.91412e-05 -9.07147e-05 -0.000114707 -7.81447e-05 -5.2838e-05 -2.4836e-05 1.60822e-06 2.8645e-05 5.7136e-05 1.79121e-05 6.1022e-05 0.000106774 0.000543384 -0.000728877 -0.000680754 0.000744752 2.0729e-05 7.72738e-05 -1.56704e-05 0.00050653 -0.000146592 -8.0997e-05 8.02256e-06 8.88439e-05 -4.88427e-05 -0.000448539 -0.000165928 0.000585654 0.00077292
internal_weight=0 0.0550006 0.0529221 0.0517756 0.0494039 0.0482227 0.0468705 0.0457369 0.04465 0.0433621 0.0407531 0.038529 0.0362906 0.00597455 0.00222416 0.00223837 0.00207855 0.030316 0.0270559 0.022874 0.00458522 0.0182888 0.0172257 0.015711 0.0145864 0.0118432 0.00326012 0.0101924 0.00418192 0.0047693
internal_count=3910 3797 3661 3630 3420 3348 3242 3065 2736 2662 2490 2271 2170 153 219 101 136 2017 1817 1746 516 1230 1060 974 789 520 200 445 71 142
is_linear=0
shrinkage=0.00140032


Tree=1302
num_leaves=19
num_cat=0
split_feature=42 42 15 41 3 39 13 0 457 160 43 1 1 4 47 0 43 2
split_gain=0.00011605 0.000274004 0.000189006 0.000153793 0.000202833 0.000195947 0.000179554 0.000392444 0.000285627 0.000213442 0.000258304 0.000346932 0.000265294 0.000282526 0.000257545 0.00022307 0.000205145 0.000168877
threshold=-1.0000000180025095e-35 -0.088669999999999985 -0.017214999999999998 0.078535000000000008 -0.11266 0.085220000000000004 -0.45122499999999993 -0.053834999999999994 -0.066264999999999991 -1.0000000180025095e-35 -0.074254999999999988 0.085990000000000011 0.088785000000000017 0.0051950000000000008 0.09252500000000001 -0.15713499999999997 -0.08768999999999999 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 17 6 -6 8 -8 15 16 -12 -13 -14 -15 -10 -11 -2
right_child=3 -3 -4 -5 5 -7 7 -9 9 10 11 12 13 14 -16 -17 -18 -19
leaf_value=-0.0013284305593444406 0.0020793268424610274 -0.0025827231893912196 0.00078797512516230099 -0.0013671645187070889 0.0012982937955913342 0.001509263487319692 -0.0021313595842689524 -0.0023741354350261174 0.00067382835375887973 0.00011118497544274396 -0.0018907702971278032 0.0024400948341932486 -0.0018899549404763599 0.0017161844157685452 -0.00071914502607593246 -0.0018568169040500929 0.0023977256314670621 9.8752757648486341e-05
leaf_weight=0.0012859106924253821 0.0017620301879159262 0.001037338898044248 0.0019633292373276712 0.0012307376433103858 0.0015014579494303506 0.0014865530704011578 0.0010969249311520721 0.0014575203124002145 0.0010263400137389134 0.0011966834261241122 0.0014346393956687995 0.0010320717501766108 0.0010734686669888471 0.0018252908480802521 0.0014230022093357775 0.0017100679145262187 0.0018234568416621872 0.0014411003862624394
leaf_count=199 100 580 281 157 84 297 239 235 58 76 367 41 187 79 39 577 172 142
internal_value=0 -0.000662614 -4.96081e-05 0.000107712 0.00019297 1.67133e-05 -0.000116939 -0.000257667 -3.15411e-05 0.000152065 0.000447705 -1.67692e-05 0.000485397 1.85997e-05 0.000649323 -0.000907652 0.00149172 0.00118826
internal_weight=0 0.00428658 0.00324924 0.0225213 0.0212906 0.0180875 0.0166009 0.0150995 0.0136419 0.012545 0.00980861 0.00678847 0.00535383 0.00432176 0.00324829 0.00273641 0.00302014 0.00320313
internal_count=3910 1060 480 2850 2693 2451 2154 2070 1835 1596 961 713 346 305 118 635 248 242
is_linear=0
shrinkage=0.00429114


Tree=1303
num_leaves=31
num_cat=0
split_feature=31 1429 14 1213 38 3 151 4 483 158 3 47 14 1374 151 1 151 159 160 133 47 15 43 2 43 3 13 52 4 1
split_gain=0.000792398 0.000498852 0.00044745 0.000434416 0.000442348 0.00114204 0.000445201 0.000563254 0.000549555 0.000460471 0.000348221 0.000341632 0.000668771 0.000336529 0.000418795 0.000874846 0.000708963 0.000535032 0.000646403 0.000356153 0.000508237 0.00107255 0.000493679 0.000430588 0.000596636 0.000461571 0.000437228 0.000532234 0.000391391 0.000340887
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.11976000000000002 0.30601500000000009 -0.40391999999999995 0.28937500000000005 0.086245000000000002 0.085745000000000002 -0.08348499999999999 0.096475000000000019 -0.45687499999999998 -0.094679999999999986 -0.016164999999999995 0.083065000000000014 -0.083919999999999981 0.087945000000000009 -0.217635 -0.23133499999999999 0.09550500000000002 -0.095799999999999982 -0.077049999999999993 0.10393500000000001 0.093240000000000017 -0.08323499999999999 -0.083924999999999986 0.086635000000000004 0.15927500000000003 0.087225000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 6 -5 8 9 13 -3 12 -9 -8 15 16 -15 18 -16 -20 21 -21 -22 25 -25 26 -23 29 -27 -28
right_child=1 2 -4 4 -6 -7 7 11 -10 -11 -12 -13 -14 14 17 -17 -18 -19 19 20 22 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0010507189333429808 -0.0009313779359912442 -4.945336303348276e-05 -0.00078085125074554677 -0.00066330651955365163 -0.00079750070268625806 0.0012683624211589572 -0.00042748536041558731 3.1239307114636867e-05 -0.00092948917620656088 -0.00060249983446377991 -0.0011025532447028004 -0.00012011265333013411 0.0012683852159339525 -0.00092483681208299499 -0.00085071905211461546 0.00086902475365552853 0.00054892240892323032 0.00076386590815466873 -0.00068447953211704237 -0.0009923706434188074 -0.00015185004503636136 0.00058597701076272871 0.00078604513722223333 -0.00059540157285059548 0.00040249012834952575 0.0002800556815526962 -0.0012683719991344368 0.00017727732033508139 0.0011182590364857219 -0.00022431517840761368
leaf_weight=0.0010851454215746728 0.0010007205402913768 0.0010007610042384318 0.0012312869719959254 0.0015418708133640982 0.001037865371685597 0.0011847078212641185 0.0022751507654845673 0.0012664506046675683 0.0010346892946175293 0.0018776939220919156 0.0010197768499198281 0.0010794426027751491 0.0015795561708712427 0.0010785214384345654 0.0014567534577004096 0.002877997499370899 0.0010232381157617701 0.0014409092591538544 0.0010969849906747866 0.0017047667196774417 0.0013742865467296639 0.0011898925929978363 0.0026314183353939305 0.002976205559883204 0.0014254311712420531 0.0053967398560650619 0.0010117124178851186 0.0019774599985300512 0.001074541283628605 0.001000562740329336
leaf_count=113 179 265 123 81 24 141 43 54 267 212 313 30 185 112 233 142 33 70 151 85 41 50 67 171 11 372 158 105 10 69
internal_value=0 -4.53087e-05 -2.63889e-05 -6.03274e-06 2.06018e-05 4.0544e-05 5.40203e-06 3.12753e-05 -1.85681e-05 8.44573e-06 -0.000580959 0.000487433 0.000717865 4.31952e-05 7.80344e-05 0.000414734 -0.00020734 1.294e-05 -3.15567e-05 2.06444e-05 5.61868e-05 -3.58688e-05 0.00046427 6.57109e-05 -0.000272243 0.000193388 -8.87826e-05 -0.000290022 0.000419237 -0.000749236
internal_weight=0 0.0478674 0.0468667 0.0456354 0.0436148 0.042577 0.0413923 0.0398504 0.035925 0.0348903 0.00202054 0.00392545 0.00284601 0.0330126 0.0307374 0.00497976 0.00210176 0.0257577 0.0243168 0.02286 0.021763 0.0177573 0.0040057 0.0160525 0.00440164 0.0116509 0.00517963 0.00398974 0.00647128 0.00201228
internal_count=3910 3797 3618 3495 2917 2893 2752 2671 2402 2135 578 269 239 1923 1880 287 145 1593 1523 1290 1139 1031 108 946 182 764 382 332 382 227
is_linear=0
shrinkage=0.00126831


Tree=1304
num_leaves=31
num_cat=0
split_feature=31 14 155 457 1375 51 1 44 157 128 1 39 47 3 43 4 4 12 403 151 0 2 151 16 15 0 3 2 2 4
split_gain=0.000825768 0.0006367 0.000512233 0.000491895 0.000492422 0.000470602 0.000679726 0.00061268 0.0004456 0.000577492 0.000575103 0.000734965 0.000777086 0.000815205 0.000633195 0.000727309 0.00109989 0.000679167 0.000671684 0.000469725 0.000589947 0.000686121 0.000589349 0.000475556 0.000512867 0.000455428 0.000863574 0.000417524 0.000335569 0.000330577
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10222000000000002 -0.15747999999999998 0.079730000000000009 -0.40274499999999996 0.13148500000000005 0.085085000000000008 0.073520000000000016 0.086435000000000012 0.076710000000000014 0.084535000000000013 0.10976000000000001 -0.086439999999999989 -0.50992999999999988 -0.51381999999999983 -0.44477499999999992 0.096055000000000015 -1.0000000180025095e-35 0.056555000000000001 -0.23029999999999998 0.11260500000000001 -0.044604999999999992 -0.11180499999999999 -0.10312999999999999 -0.084074999999999997 -0.083604999999999985 0.090050000000000005 -0.0098549999999999974 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 10 14 12 13 27 -7 -16 -17 18 -18 20 22 23 -15 -22 -25 26 -20 -12 -26 -28
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 19 15 16 17 -19 25 -21 21 -23 -24 24 28 -27 29 -29 -30 -31
leaf_value=0.0010673162685052215 0.00067650704873693584 -0.0011160956017192596 -0.0011565077470195762 -0.00096099074090916453 -0.0012003806028356618 0.00074857963113229126 0.00045792699181207918 -0.0012577963258606757 0.00075490949661314319 -0.0010550329114459266 0.00091188190017217402 0.0011211689742901651 -0.0010937978503460851 -0.00020205950063525025 -0.0014572851448862373 0.0009132870912871014 -0.0014569671964910214 -0.0012891720213533031 -0.001456975666410615 -0.00087424205703037945 0.00016382685082815134 0.00084319224208829612 0.0011338635988229005 -0.0013542446225218304 0.00038219688699867737 6.3934316378504505e-05 -0.00083740671598882916 -4.5081977586662985e-05 -0.00056594242241785617 0.00013567497271939081
leaf_weight=0.0010357914791800918 0.001340985981329367 0.0017274384407741641 0.0012016471288546207 0.0016469715590634584 0.001059328020909688 0.0010012474936615936 0.0034040662361957122 0.001171408587424593 0.0010343136353060381 0.0016594358670188316 0.0026738497408795832 0.0011411937867976665 0.0014879484503280685 0.0012978956399400943 0.0013787857616715969 0.0013292511293343428 0.0010459429183594668 0.0018755474862644792 0.0015369871190539152 0.0017421168286730895 0.002458910993057728 0.0011040099913062216 0.0015238512080912843 0.001442314466398642 0.0010119506781620657 0.0053633229533623103 0.0010500651757669455 0.0015165856660903643 0.0036502887043186119 0.0025177812971586278
leaf_count=113 44 124 179 138 159 20 223 31 82 218 99 124 60 29 19 20 493 322 155 39 54 48 28 17 38 284 150 89 395 116
internal_value=0 -0.000246307 -0.000216653 -0.000193822 -0.000218073 -0.000195964 -0.000168223 -0.000218954 -0.000189159 -0.000213688 -0.000177091 -1.58773e-05 -8.1051e-05 7.4981e-07 -0.000375566 -0.000445486 -0.000350706 -0.000476188 -0.00034376 -0.000165554 -6.66991e-05 -0.000237767 0.00051939 -0.000377125 -0.000595021 -0.000232532 -0.000544011 0.000565541 -0.000360146 -0.000150716
internal_weight=0 0.0523954 0.050668 0.0494664 0.0481254 0.047066 0.0454191 0.042015 0.0408436 0.0398093 0.0381498 0.0210509 0.0199097 0.0184218 0.0170989 0.0160977 0.0147189 0.0133896 0.0115141 0.0142313 0.0124892 0.00966747 0.00282175 0.00856346 0.00610455 0.0104682 0.00510483 0.00419044 0.00466224 0.00356785
internal_count=3910 3797 3673 3494 3450 3291 3153 2930 2899 2817 2599 1020 896 836 1579 1559 1540 1520 1198 648 609 552 57 504 450 705 421 188 433 266
is_linear=0
shrinkage=0.00145689


Tree=1305
num_leaves=22
num_cat=0
split_feature=457 457 4 1 11 16 0 130 12 159 133 160 2 13 457 1 15 0 43 51 133
split_gain=0.00012993 0.000175399 0.000150516 0.000303521 0.00021991 0.000163111 0.000128258 0.000220498 0.000162689 0.000225044 0.00029812 0.000325633 0.000292818 0.000261681 0.000138128 0.000132101 0.000184192 0.000198246 0.000160064 0.000112359 0.000100868
threshold=-0.098834999999999992 -0.0034949999999999994 0.24280000000000004 0.122185 0.077165000000000025 -0.50763499999999995 0.18055000000000002 -0.081969999999999987 0.10371500000000002 0.09141500000000001 -0.0056849999999999991 -0.083654999999999993 0.10393500000000001 -0.083514999999999992 0.36560000000000009 0.092550000000000007 -0.09547499999999999 -0.088084999999999983 -0.074254999999999988 0.043405000000000006 0.084630000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 6 -4 7 -3 9 10 -9 -12 13 20 15 16 -15 -18 -17 -14 -13
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 12 19 14 -16 18 17 -19 -20 -21 -22
leaf_value=0.0016246501104294606 -0.0019083959375897231 0.0017159571534974682 0.0012691405908474142 0.0030042368730926862 -0.0022357611500829046 -0.00084431335150665816 0.0014398397489164456 -0.0018699687745141777 -0.0020837425976907207 -0.002356822647505202 -0.0022011159122059423 0.0031466636110976582 -0.0022816022153825241 0.0028934062701424903 -0.0012372271125841165 0.00096788836883982367 -0.0010158950564142244 0.0014692172587050499 -0.0015268032562866381 -0.00013729375518775489 0.0011164749194816778
leaf_weight=0.0010258727690990446 0.0011438168448635591 0.0013018433993883518 0.0014628455030317733 0.0010522231589350506 0.0011063689040865512 0.0018643180978989973 0.0011944505320435886 0.0017583854441162458 0.0010833524094388354 0.0010037618411811852 0.0011483806932972721 0.00121067298156063 0.0010081196164092318 0.0010119839602659676 0.0010322420150998823 0.0011561870051097212 0.0011312719208330232 0.0019845807938924783 0.00115304226659807 0.0012030974241583614 0.0010055906436030881
leaf_count=83 233 129 139 233 205 133 30 708 292 240 304 88 129 39 23 105 67 408 123 72 127
internal_value=0 -9.43623e-05 -1.09407e-05 0.000786324 -0.000181315 8.49035e-05 -6.40721e-05 -0.000162813 -0.000307619 -0.000185892 -3.86915e-05 0.00020815 0.000440713 0.000795862 0.000371665 0.000629666 0.0011373 0.000566948 -0.000277759 -0.00111491 0.0022255
internal_weight=0 0.0260165 0.0248727 0.00437939 0.0204933 0.00332716 0.019387 0.0181925 0.0168907 0.0158073 0.0148036 0.0130452 0.0118968 0.00968557 0.00746931 0.00643707 0.00412784 0.00311585 0.00230923 0.00221122 0.00221626
internal_count=3910 3827 3594 505 3089 272 2884 2854 2725 2433 2193 1485 1181 980 765 742 514 475 228 201 215
is_linear=0
shrinkage=0.00473777


Tree=1306
num_leaves=20
num_cat=0
split_feature=1 0 52 39 50 48 2 3 47 52 13 13 3 12 0 49 1 4 11
split_gain=0.00012236 0.000197362 0.000185143 0.000229554 0.000182751 0.000400623 0.000307207 0.000184473 0.000182265 0.000204864 0.000165081 0.000241552 0.000151113 0.000247013 0.000144868 0.000141115 9.20186e-05 0.000126399 6.88411e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.27466499999999994 0.085220000000000004 0.10625000000000001 0.11930500000000001 0.11542500000000001 -0.10315499999999998 0.096300000000000011 -0.069134999999999988 0.17936000000000002 0.019675000000000002 0.097615000000000021 0.091555000000000011 -0.10071499999999999 -1.0000000180025095e-35 0.094485000000000013 0.00046500000000000008 0.080070000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 4 5 6 7 18 9 -9 11 12 13 -3 16 -1 17 -11 -4
right_child=2 10 3 -5 -6 -7 -8 8 -10 14 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0026623192985074577 -0.0013007177062955137 0.00027447888472537666 0.0022949474023607336 0.0019725392824215902 -0.0016243457042865112 -0.0021994172186102557 0.0027120411354368871 -0.00098005110773220511 -0.0017230404378322903 0.0018176552552054269 -0.0016545309447739411 0.0020959661225086871 0.0012252775821176775 -0.0024483994259902617 -0.00040682020777501894 -0.00062544811232213544 0.002151519764642782 -0.00028745905206862957 0.00067074735157080987
leaf_weight=0.001151599838219039 0.0015508247206064132 0.0018496399488659651 0.0011077981760894149 0.0016191099080143092 0.0010951295209896137 0.0011964669102004786 0.0012381162642915453 0.0019887916688419178 0.0010931522116022219 0.0010912092335182439 0.0010366271977025887 0.0012353416493015024 0.0011147158136921576 0.00110282826306142 0.0016251871354025747 0.0018200984757133117 0.0013882147362502817 0.0012915566518358901 0.0010579385895093107
leaf_count=159 208 738 92 322 209 57 175 164 96 32 83 149 18 390 366 471 68 31 82
internal_value=0 -0.000446451 0.000200713 0.000348152 0.000162591 0.000312221 0.000565133 0.0003154 1.23992e-05 0.000269286 7.48709e-06 0.000332406 -0.000203246 -0.000742591 0.000729737 -0.00141478 0.00121956 0.000676597 0.00150154
internal_weight=0 0.00931085 0.0173435 0.0157927 0.0141736 0.0130784 0.011882 0.0106438 0.00847811 0.00738496 0.00633915 0.00530253 0.00406718 0.00295247 0.00539617 0.0029717 0.00377098 0.00238277 0.00216574
internal_count=3910 2008 1902 1694 1372 1163 1106 931 757 661 1378 1295 1146 1128 497 630 131 63 174
is_linear=0
shrinkage=0.00455379


Tree=1307
num_leaves=21
num_cat=0
split_feature=128 1 2 15 48 3 4 3 12 133 4 15 4 49 151 1 4 47 15 52
split_gain=0.000117465 0.000128751 0.000274609 0.000169792 0.000232473 0.000219859 0.000196958 0.000247084 0.000576844 0.000371104 0.000306782 0.000168484 0.000149205 0.00019057 0.000155024 0.000385077 0.000248653 0.000370805 0.000140056 0.000129749
threshold=0.081870000000000012 0.094485000000000013 -1.0000000180025095e-35 -0.0063699999999999989 0.083775000000000002 -0.076539999999999983 -0.51381999999999983 0.10666500000000002 0.092365000000000017 0.065880000000000008 -0.078484999999999985 -0.096369999999999983 -0.034289999999999994 -0.075429999999999983 -0.0074049999999999993 0.11183500000000002 0.27020000000000005 0.12171500000000002 -0.10192499999999999 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 18 -6 -5 8 9 10 19 -7 -4 -14 -15 -16 17 -17 -1 -8
right_child=-2 2 12 6 5 11 7 -9 -10 -11 -12 -13 13 14 15 16 -18 -19 -20 -21
leaf_value=-0.00067883489625450509 -0.0013301014966602606 0.0020834450002276063 -0.00097293440287836625 -0.0015469101987236537 0.0013014646071536305 0.00034207850516157197 -0.0020705847402809141 0.0021620477310763464 -0.0026039306615477298 0.0024681913758403161 0.0012996063385738786 -0.0017616817535550877 0.0020355641907563856 -0.0011845453488832595 0.002248777265177014 -0.0027499395203649337 0.0011765889359984048 0.00053284317964937922 -0.0027654607726548823 -9.2302703958275283e-05
leaf_weight=0.0010099622551618115 0.0011162624413821346 0.0014056209623442848 0.0017108525987860066 0.0010173546110447962 0.001238582059781751 0.0011843662946037226 0.0010420092405018788 0.0011336780024677751 0.0011300369009576428 0.0013956207168129842 0.0017455392176406476 0.0014289512190250875 0.0010182341617759336 0.0012554512196181209 0.0014284524455852017 0.0011504295604289894 0.0012878291736773961 0.0011916446116089219 0.0011943024324988496 0.0012294150887268707
leaf_count=88 288 208 275 45 212 74 199 26 375 205 210 100 82 150 108 68 177 36 655 329
internal_value=0 3.71714e-05 0.000387461 -0.000210968 -0.000741168 -0.000129868 0.00015838 0.000384385 7.63591e-05 0.000635949 -6.3056e-07 -0.000808249 0.000123839 0.000379759 0.000112725 0.0004347 -0.000279183 -0.00107966 -0.0018094 -0.000999834
internal_weight=0 0.0251983 0.0104485 0.0147498 0.00605616 0.0038519 0.00869365 0.0076763 0.00654262 0.00541258 0.00401696 0.00261332 0.00904289 0.00733204 0.00631381 0.00505836 0.0036299 0.00234207 0.00220426 0.00227142
internal_count=3910 3622 1104 2518 1129 386 1389 1344 1318 943 738 174 896 621 539 389 281 104 743 528
is_linear=0
shrinkage=0.00412451


Tree=1308
num_leaves=31
num_cat=0
split_feature=453 1348 14 52 133 1213 160 457 484 50 2 128 1374 38 3 376 39 48 0 13 150 48 43 4 16 0 13 403 157 13
split_gain=0.00079061 0.000721991 0.00072792 0.000692238 0.000787872 0.000690971 0.000733364 0.000657268 0.000573656 0.000872323 0.000772771 0.000706792 0.000674789 0.000571225 0.00079018 0.000563541 0.000896209 0.00082257 0.000788098 0.00073733 0.00065788 0.000536368 0.000655799 0.000467743 0.000941144 0.000716542 0.000555735 0.000433245 0.000406866 0.000627474
threshold=0.096095000000000014 0.084895000000000012 0.077685000000000018 -0.51745999999999992 -0.26719999999999994 -1.0000000180025095e-35 -0.40446999999999994 0.53894500000000012 -0.0043499999999999988 0.098870000000000027 0.10571000000000001 0.086435000000000012 0.090240000000000015 0.12641000000000005 0.30601500000000009 0.11605500000000001 0.005105000000000001 0.11930500000000001 -0.23029999999999998 -0.098524999999999988 0.090965000000000004 0.082070000000000018 0.00093000000000000016 -0.23071499999999998 0.23932500000000004 -0.024394999999999997 -0.084084999999999979 -0.062634999999999982 -0.077294999999999989 -0.012339999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 27 -7 8 10 11 -8 12 13 14 15 16 17 18 -10 21 23 22 -20 24 -21 26 -25 -6 -28 -30
right_child=-2 -3 -4 4 5 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=-0.0010432885501447161 -0.0013136446948726625 0.0011462865478508049 -0.0010782719312141696 -0.0010088339619228671 -0.00011394504094606267 -0.00098756284750504053 -0.001182490735021984 -0.00087623628701885906 0.00096155822915249055 0.0011021879624612085 0.00025839247778716739 -0.00085217683645506456 -0.0009129069063680686 -0.00084673859218240878 0.0014861013636313766 -0.00078109139785265699 0.0010154160569000696 -0.00096462654125388611 0.00025389232091393792 -0.0010556589279956191 -0.0010993677455299214 -0.0001830642269240448 0.0014274346300420433 -0.00078352009979960554 0.00068524515962885171 0.0013532524997879735 0.0010565905665320082 -0.0014860906576927677 0.00057898992956624963 -0.00013438351248031767
leaf_weight=0.0014174326497563552 0.0010687176150838687 0.0011416242552080283 0.0014727884148839623 0.0016240506258182732 0.0010086202075449413 0.0013804926918820062 0.001624716419521304 0.001440364161908291 0.0028601617104584273 0.0021984466309786779 0.001663565065759709 0.0015233040071835893 0.0012063453567634488 0.00108177512024099 0.0011053865737145055 0.0012227808392464281 0.0030365011253168364 0.0013518496983948572 0.0019758241346323748 0.0020097503938778334 0.0011240153905660568 0.0013993988134188839 0.0022478792459565966 0.0014529737893340623 0.0010409092885197424 0.0010613206420818028 0.001084871731336535 0.0010240813681691155 0.0041138541295957483 0.0080523646590891403
leaf_count=263 36 80 124 215 240 241 401 14 43 115 96 96 49 19 125 23 278 32 32 31 113 26 27 137 32 52 37 312 289 332
internal_value=0 -2.31389e-05 -4.79511e-05 -1.89552e-05 9.56105e-06 4.3115e-05 7.96043e-05 0.000111716 0.000143738 0.000191466 -0.000453538 0.000140065 0.000180448 0.000216862 0.000249605 0.000209445 0.000246359 0.00016793 0.000221796 0.000139027 5.00509e-06 0.000614281 0.000878458 7.09771e-05 -0.000461649 0.000174042 8.89282e-05 -0.000805236 0.000184592 0.000106835
internal_weight=0 0.0549474 0.0538058 0.052333 0.0509156 0.0492916 0.0472589 0.0458784 0.044438 0.0411497 0.00328828 0.0389513 0.037428 0.0362216 0.0351398 0.0340345 0.0328117 0.0297752 0.0284233 0.0255632 0.0199401 0.0056231 0.0042237 0.018816 0.00305066 0.0157654 0.0147041 0.0020327 0.0132511 0.0121662
internal_count=3910 3874 3794 3670 3407 3192 2640 2399 2385 1888 497 1773 1677 1628 1609 1484 1461 1183 1151 1108 1023 85 59 910 63 847 795 552 658 621
is_linear=0
shrinkage=0.00148603


Tree=1309
num_leaves=21
num_cat=0
split_feature=38 124 483 3 151 133 2 1 15 2 15 159 3 3 3 52 1 15 2 43
split_gain=0.000116813 0.000231248 0.000167595 0.000145998 0.000231363 0.00025355 0.000206021 0.000204359 0.000161742 0.000227699 0.000288465 0.000223351 0.000209571 0.000258627 0.000224206 0.000305376 0.000166483 0.000203842 7.03621e-05 2.60037e-05
threshold=1.0000000180025095e-35 -0.048219999999999992 0.086680000000000021 0.13772500000000001 0.088225000000000012 0.093130000000000004 0.11230000000000001 0.11198000000000001 0.091915000000000011 0.10571000000000001 -0.11739999999999999 0.082325000000000023 -0.100615 -0.078884999999999997 -0.074234999999999982 -0.069134999999999988 0.092550000000000007 -0.096369999999999983 0.10679500000000001 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 9 10 -3 12 -12 19 -15 -16 17 -17 -5 -14
right_child=-2 2 -4 18 -6 -7 7 -9 -10 -11 11 -13 13 14 15 16 -18 -19 -20 -21
leaf_value=0.0015669472843736888 -0.0014652437267425999 -0.0021643779117306288 -0.0018141438705431222 0.00020351822082057989 0.0016315724133999984 -0.0020827757476641279 -0.0027187380299553768 -4.8832306531864496e-05 -0.0015040391335630209 0.0020119232056993331 0.0018132798692072059 -0.0014728156196942579 -0.0016765859994158127 0.0022814750449938479 -0.0014084868751420287 0.0029899824060126878 -0.00033343122053210671 0.00043962932974300116 0.0017299805598604439 -0.00069121811564342535
leaf_weight=0.0017602707207408632 0.0010323684380844069 0.0010500973364069395 0.0010188835202718889 0.0010593755653904293 0.001348491142593832 0.00133640068676416 0.0010768457182508953 0.0011209257724873467 0.0011465368400009899 0.0012208942556644073 0.0017757032817610182 0.0013118238431601001 0.0010486648218496018 0.0012161612316071713 0.0015930194068466408 0.0010724370506043357 0.0013962373989560017 0.0013640628844986524 0.0012745033877336054 0.0010045927645179718
leaf_count=277 95 156 355 41 90 570 167 109 303 121 138 223 426 88 66 27 56 77 115 410
internal_value=0 3.69329e-05 -7.79877e-05 9.23752e-07 -0.000119493 -0.000245533 -0.000104408 -0.00135701 7.67028e-05 0.000205664 3.38189e-05 0.000229726 0.000443026 0.000163197 0.000582903 0.000202175 0.000871623 0.00156218 0.0010371 -0.00119448
internal_weight=0 0.0251959 0.0234357 0.0224168 0.0200829 0.0187344 0.017398 0.00219777 0.0152002 0.0140537 0.0128328 0.0117827 0.0104709 0.00869518 0.00664192 0.00542576 0.00383274 0.0024365 0.00233388 0.00205326
internal_count=3910 3815 3538 3183 3027 2937 2367 276 2091 1788 1667 1511 1288 1150 314 226 160 104 156 836
is_linear=0
shrinkage=0.00437696


Tree=1310
num_leaves=31
num_cat=0
split_feature=14 52 133 160 157 1213 1 159 48 1374 376 1 42 15 51 475 2 4 160 4 43 133 160 4 160 12 42 1 3 1
split_gain=0.000748154 0.000522966 0.000508235 0.000751638 0.000454619 0.000666454 0.000516475 0.000471378 0.000443079 0.000441644 0.000464655 0.00053307 0.000541305 0.00063644 0.000521691 0.000438477 0.000391546 0.000340298 0.000757597 0.00110963 0.000417913 0.000672835 0.000473805 0.000429023 0.000386727 0.000354533 0.00024588 0.000215542 0.000879327 0.000198871
threshold=0.077685000000000018 -0.51745999999999992 -0.39018999999999998 -0.40446999999999994 -0.07453499999999999 -1.0000000180025095e-35 0.10937500000000001 0.11091500000000001 0.14133000000000004 -0.095439999999999983 0.11605500000000001 0.11368000000000002 -1.0000000180025095e-35 0.085120000000000015 0.11524000000000002 -0.083559999999999982 0.093655000000000002 -1.0000000180025095e-35 0.069910000000000014 0.05309500000000001 0.013605000000000001 0.088685000000000014 0.085220000000000004 -0.0082299999999999995 0.091575000000000017 0.092365000000000017 0.083815000000000014 0.087545000000000026 -0.083709999999999993 0.13535500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 15 8 9 -7 11 12 13 16 29 -5 -11 20 19 -19 21 22 23 27 -20 26 -21 28 -14 -13
right_child=-2 2 3 4 5 7 -8 -9 -10 10 -12 14 17 -15 -16 -17 -18 18 24 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00093854858657664792 -0.00098089514119452164 -0.00089602274884570984 -0.00098489965769290731 0.00081013028236325522 -0.0010116954178934978 -0.00051088588601803909 0.0013959492732215004 -0.00080840512206942921 -0.00078393562156535629 -0.0012805994604338743 -0.0006900896014149948 0.00064327288232756709 0.00089021655302331702 0.0003047109497196492 -0.00022081673727903118 -0.00028935579047831202 -0.00014283510053789966 -0.0013884789669857665 0.0012303924956382926 6.5609336373171614e-05 0.00095933085851820465 -0.00082859779623601065 -0.00042882309176817904 0.0012859813831785773 0.00019152205069833183 -0.00047803672045374347 0.00083340026549642528 0.00071486102638167843 -0.00065855225760392904 0.001344769876660044
leaf_weight=0.0011243896527821642 0.0015638343963804138 0.0011353002283273064 0.0013248643834481147 0.0013637541324946767 0.001146766362791928 0.001988366743489677 0.0010245106569994888 0.0011530460524307165 0.0010742155271259426 0.0014274826931341819 0.0011880643461994458 0.0036628671973946139 0.0014405501024426963 0.0017170509834723569 0.0012581165757481472 0.001486523545854406 0.0010147059834356154 0.0012883754316988065 0.0012386319805663959 0.0033821342562014856 0.0020054568449223717 0.0010025700374024088 0.0011522131328787211 0.0012388739458986655 0.0016237629593538472 0.0018486477602608353 0.0010787538179153344 0.0020126809705633963 0.0014348133607150482 0.0010112305716105108
leaf_count=270 126 198 277 130 510 30 60 151 47 165 23 177 74 189 41 149 113 105 17 76 102 204 95 54 47 67 68 115 88 142
internal_value=0 4.40789e-06 2.86564e-05 5.33057e-05 8.66392e-05 3.93226e-05 0.000543217 7.25782e-05 0.000101527 0.000129491 0.000169248 0.000202354 0.000112503 -0.000348565 0.000579595 0.000236708 -0.000807869 0.000204934 2.70852e-05 -0.000204223 0.000385775 0.000246886 0.000395014 0.000549943 0.000641068 3.75958e-05 0.00025128 0.000363395 0.000117377 0.00079504
internal_weight=0 0.0448487 0.0437243 0.042589 0.0412642 0.0373894 0.00387479 0.0362426 0.0350896 0.0340153 0.032027 0.0308389 0.0249067 0.00415924 0.00593221 0.00285028 0.00244219 0.0207475 0.0104603 0.00759791 0.0102872 0.0082817 0.00727913 0.00612692 0.00286239 0.00630954 0.00446089 0.00488804 0.00287536 0.0046741
internal_count=3910 3784 3514 3316 3039 2700 339 2190 2039 1992 1962 1939 1579 467 360 279 278 1112 380 316 732 630 426 331 64 211 144 277 162 319
is_linear=0
shrinkage=0.00140032


Tree=1311
num_leaves=20
num_cat=0
split_feature=124 12 12 52 52 51 1 3 43 160 42 160 52 133 15 3 0 4 47
split_gain=0.000115166 0.000134302 0.000178164 0.00025775 0.000162735 0.000214407 0.000204176 0.000255138 0.000145226 0.000133461 0.00015915 0.000167917 0.000164617 0.000164711 0.000286079 0.000288965 0.000246569 0.000175974 4.91982e-05
threshold=0.10385500000000002 0.11655500000000001 0.10333000000000002 -0.40083499999999994 -0.081429999999999989 -0.07742499999999998 0.096630000000000008 -0.081954999999999986 0.098320000000000005 0.099550000000000013 -1.0000000180025095e-35 -0.11175999999999998 0.13266500000000003 1.0000000180025095e-35 -0.095799999999999982 -0.086439999999999989 -0.19631499999999999 -0.078484999999999985 0.094425000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 9 10 -7 -12 13 14 16 -16 -13 -17 -18
right_child=-2 -3 -4 4 5 8 -8 -9 -10 -11 11 12 -14 -15 15 17 18 -19 -20
leaf_value=-0.0021940602545208678 0.0014469846844405742 -0.0015722063337359181 0.0013957866093129768 0.0016182777069201604 -0.0021998053042972068 -0.0010612161976619582 0.0024521274120554997 -0.00095250821506054589 -0.001450682221145449 -0.0011828070533798304 -0.0010955431631629647 -0.0019250441022186473 0.0020753388624827496 -0.0012128082231739976 0.0032239126443548592 -0.0007596844301659165 -3.2665591116142478e-05 0.0015271184515967277 0.0012926631974356216
leaf_weight=0.0011286918739550579 0.0010226999692927166 0.0011492987696856962 0.0016718159561923919 0.0013963714526883803 0.0010044127048887954 0.0017163121978574581 0.0010834380591022152 0.0017139061595237105 0.0013924288855948755 0.0015435996805292515 0.001324967490371907 0.0012371627807592489 0.0013035004853794172 0.0011337752024720704 0.0012319299924597989 0.001102622475357415 0.0012619017741349577 0.0017122607736271981 0.0010012245001465025
leaf_count=350 49 180 266 191 232 563 147 164 214 121 319 43 114 378 68 147 105 212 47
internal_value=0 -8.1392e-05 -9.88243e-06 -0.000115319 -4.43608e-06 -0.000199091 0.000783061 0.000201656 -7.31934e-05 5.84575e-05 0.000205553 0.000397799 0.000595971 0.000373833 0.000612188 0.00142058 -0.000322421 0.000631351 0.00055367
internal_weight=0 0.0251096 0.0239603 0.0222885 0.0211598 0.0169661 0.00419372 0.00311028 0.0159617 0.0145693 0.0130257 0.0113093 0.00998438 0.00868088 0.0075471 0.00404681 0.00350029 0.00281488 0.00226313
internal_count=3910 3861 3681 3415 3065 2563 502 355 2331 2117 1996 1433 1114 1000 622 427 195 359 152
is_linear=0
shrinkage=0.0044645


Tree=1312
num_leaves=19
num_cat=0
split_feature=41 158 159 156 50 159 52 13 0 47 15 1 48 13 1 0 47 42
split_gain=0.000108202 0.000131774 0.0001976 0.000160273 0.00014196 0.000164107 0.000249631 0.000209403 0.000163218 0.000288336 0.000282275 0.000313781 0.000202143 0.000156584 0.00012405 0.000221224 0.000131412 0.000100747
threshold=0.078535000000000008 0.085745000000000002 0.08764000000000001 0.083950000000000011 0.10119500000000002 -0.089309999999999987 0.11401500000000002 -0.010384999999999998 -0.017269999999999997 0.096175000000000024 0.035895000000000003 0.094695000000000015 0.086215000000000014 0.0015650000000000002 0.076710000000000014 -0.089879999999999974 0.077065000000000008 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 14 9 10 11 12 -9 -12 15 -7 -16 -17
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 13 -13 -14 -15 16 17 -18 -19
leaf_value=0.002110740133506513 -0.0013324640239316349 -0.0014294729066184311 0.0016729206854779919 -0.0016752169272606424 -0.0014974458571459248 -0.0014072545065498812 -0.0017722692055334975 0.00076824534807133974 0.001252884361375737 -0.002743949270150921 -0.0028960790427136874 0.002320832643803832 -0.0017983743618409699 -0.00033496703879157394 0.0028810995688756382 0.002373974504097839 0.00070829910259650357 0.00026488587431115469
leaf_weight=0.001058088953697813 0.0014436508799960382 0.00136863455835974 0.0018873837360207915 0.0012901003356668708 0.0012392605554839972 0.0011148919137240337 0.0015568621062552182 0.0017614061135387549 0.0016866958416820533 0.0011292067260050276 0.0010332962305530519 0.0017063292933433838 0.0012927579629966462 0.001322181989296678 0.0013643577217275771 0.0010680589677462262 0.0013410568592806538 0.0011351337276653828
leaf_count=170 195 385 277 365 404 174 156 95 114 70 214 119 74 183 297 143 108 367
internal_value=0 5.64165e-05 0.000144885 8.20132e-06 0.000117834 0.000225627 0.000111729 0.000295562 -0.000144204 -0.000430002 -6.2811e-05 0.000627757 -0.000318146 -0.00145847 0.00102067 0.000381934 0.00180406 0.00128733
internal_weight=0 0.0243557 0.0229871 0.0210997 0.0198096 0.0185703 0.0175122 0.0159554 0.00993187 0.00824518 0.00711597 0.00476049 0.00305416 0.00235548 0.0060235 0.00331808 0.00270541 0.00220319
internal_count=3910 3715 3330 3053 2688 2284 2114 1958 869 755 685 288 169 397 1089 684 405 510
is_linear=0
shrinkage=0.00492917


Tree=1313
num_leaves=31
num_cat=0
split_feature=31 155 14 1213 151 49 157 1 38 2 48 2 13 13 51 1 151 16 47 43 43 49 12 16 12 16 16 133 4 0
split_gain=0.000728336 0.000637452 0.000562135 0.000523765 0.000430691 0.000542963 0.000532102 0.000513396 0.000469377 0.000470015 0.000796964 0.000781034 0.000475372 0.000822488 0.000650313 0.000533025 0.000525261 0.000415855 0.000891945 0.000490403 0.000491838 0.000363411 0.00044413 0.00050601 0.000347102 0.000316407 0.000309323 0.000309162 0.000301153 0.000275256
threshold=-1.0000000180025095e-35 0.10222000000000002 0.077685000000000018 -1.0000000180025095e-35 -0.40391999999999995 0.11651500000000002 -0.062769999999999979 0.090540000000000023 0.087760000000000019 0.086650000000000019 0.084500000000000006 0.087005000000000013 -0.091229999999999992 -0.080814999999999984 0.12190000000000002 0.09832500000000001 0.085710000000000022 -0.078844999999999985 0.09550500000000002 0.0033500000000000005 -0.0037249999999999996 -0.07107999999999999 0.089995000000000006 0.041215000000000009 1.0000000180025095e-35 0.062650000000000025 -0.06723999999999998 0.091290000000000024 0.00096500000000000015 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 9 10 17 -11 15 -14 16 27 21 19 29 20 -8 28 23 -23 -20 -24 -7 -13 -15 -19
right_child=1 -3 -4 4 5 26 8 -9 -10 11 -12 12 13 14 -16 -17 -18 18 24 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011442761955287508 -0.00075586451985902949 -0.0011565159930897676 -0.00097897985878466821 -0.00078734077135747061 -5.6630619000102747e-05 0.0011252030139634387 -2.9162927830934976e-05 0.00102018581101944 -0.00090772148374111184 0.0013353946619462773 -0.0011439415730656577 -7.7804423383722682e-05 -0.0011886109367835933 3.923230311573754e-05 -0.00099172385572638159 0.0013568578439887727 0.00098309886051281201 -0.001265767839746913 0.00073508684304503605 -0.00066561254133957516 0.00090253368987132799 0.00056578430785361419 -0.00091703241073156359 -0.00038853060549623979 -0.0003301474176881693 0.00014251415535758365 0.00011005982163948404 0.00075614405967010961 -0.0010515085479170798 -0.00034831480857082955
leaf_weight=0.0010308989421322625 0.0018728633768191607 0.0010751963108831522 0.0012744023789017503 0.0013188147911975525 0.0016861569694607273 0.0014198981106126052 0.0026977630144409126 0.0019454928140918426 0.0012670025261609643 0.0010127188775901344 0.0017085628620487911 0.0027686625098493041 0.0012552731258976815 0.0010061775266443371 0.0011766287541929718 0.0010022809993355253 0.0012871105287094462 0.0018128453364189981 0.0013375600270535415 0.0011624914830346 0.0020225092836518863 0.0048342030343246946 0.001158307346351195 0.0014807217536345618 0.0011698675981062223 0.0011417691614576952 0.0010767398793380947 0.0013486789005909827 0.001060928032673214 0.001055639984545385
leaf_count=113 574 179 124 82 293 65 236 141 50 26 114 98 184 52 34 100 35 294 10 88 49 230 343 67 65 71 97 19 26 51
internal_value=0 -6.95399e-05 -4.37758e-05 -1.67427e-05 1.60485e-05 4.19562e-05 -8.7806e-09 0.000520225 -5.43497e-05 -2.2075e-05 -0.000234969 0.000112371 4.89219e-05 -8.39756e-05 2.15041e-05 0.000422753 0.000121109 -9.70277e-05 -0.000384184 0.000165388 0.000370044 1.7246e-05 0.000146294 0.000342017 0.00023809 -0.000391068 0.000687396 0.000195364 -0.000520583 -0.000928133
internal_weight=0 0.0464373 0.0453621 0.0440877 0.0422148 0.040896 0.0383994 0.00363165 0.0347677 0.0335007 0.0129672 0.0205335 0.0195207 0.0144011 0.0131458 0.00511962 0.0119692 0.0112587 0.00537591 0.00588276 0.00472027 0.0106821 0.008615 0.00631492 0.00250743 0.00230008 0.00249664 0.00411734 0.00206711 0.00286849
internal_count=3910 3797 3618 3494 2920 2838 2676 434 2242 2192 907 1285 1259 1042 858 217 824 793 420 373 285 789 711 297 75 414 162 117 78 345
is_linear=0
shrinkage=0.00142833


Tree=1314
num_leaves=31
num_cat=0
split_feature=31 155 14 453 1213 480 33 1429 4 15 133 3 133 376 130 1 1186 1 49 12 484 47 457 49 151 150 2 51 12 3
split_gain=0.00111076 0.000613496 0.000632433 0.000577526 0.000569861 0.0005236 0.000534068 0.000557971 0.000651547 0.000557718 0.00047998 0.000738898 0.000463796 0.000863101 0.000685103 0.000717025 0.000632676 0.00103029 0.000607414 0.000967353 0.000695438 0.000501463 0.000458432 0.00060947 0.000753216 0.000533703 0.00043252 0.000719407 0.000538925 0.000495345
threshold=-1.0000000180025095e-35 0.10222000000000002 0.077685000000000018 0.091855000000000006 -1.0000000180025095e-35 0.086640000000000009 -0.007134999999999999 -1.0000000180025095e-35 0.28937500000000005 -0.23033499999999998 -0.26719999999999994 0.24227500000000002 -0.085714999999999986 0.11605500000000001 -0.0015749999999999998 0.088385000000000005 0.085080000000000003 0.08844500000000001 -0.00064499999999999985 -0.092644999999999991 -0.0043499999999999988 0.09550500000000002 0.082870000000000013 -0.047309999999999998 0.056555000000000001 0.091155000000000014 0.075670000000000015 0.083165000000000017 0.084100000000000022 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 9 -9 -11 12 16 14 15 -14 17 -12 22 -20 -21 26 -16 24 25 -24 -22 28 -28 -30
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 11 -13 13 -15 18 -17 -18 -19 19 20 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.001160789255921695 -0.00071014173286956296 -0.0010160436541461371 -0.00095081577255848781 -0.00099151259363162514 -0.00081819754311324502 -0.00070373929508859114 -0.00087953242133070831 -0.00088717833546315592 0.00061552978414174998 -0.00071520147717583026 -0.00062325138561845613 0.0010527328488095474 -0.0013118698258944234 -0.0011815435183645884 -0.00039977707701789508 0.00014438244611035718 0.0012609019406683943 0.0010746534560935159 -0.00098703694786519817 -0.00071456482624804914 -0.00024090547035216127 0.00090020777102012067 0.0001962115385916498 -0.00080442330358909849 -0.00042541520212516394 0.001222946986389573 0.00090920799698192441 -0.0004802054752214653 4.1047070083330288e-05 0.0010758946993987338
leaf_weight=0.0013349019453638969 0.0018593878365865671 0.0011387196673073854 0.0012858878161252632 0.0010304487440855317 0.001174309389082139 0.0016164953703009929 0.001024302194667647 0.0010647314721419212 0.0039698402532021273 0.0012757346895870816 0.0014146984278552424 0.0013877565467907962 0.0012470819953714898 0.0010078087767908519 0.0054080038215293946 0.0011151908673987521 0.001285031452965768 0.0011109539792855117 0.0010032958606700495 0.0010071933180293416 0.0021325291499354479 0.003010812857223045 0.0020032731021366601 0.0010284132303839399 0.001669297834141048 0.0015742747551925618 0.0039896626344031461 0.0013634640187309985 0.0038798603274974308 0.0010163736187678296
leaf_count=113 574 179 124 45 41 232 105 56 312 168 124 76 115 14 306 48 18 25 38 200 192 81 53 41 19 27 98 92 385 9
internal_value=0 -5.79323e-05 -3.69334e-05 -1.37413e-05 6.55577e-06 3.44463e-05 6.02949e-05 8.32251e-05 0.000105655 5.50467e-05 8.0816e-05 0.000107785 7.16265e-05 2.04956e-05 5.90163e-05 -0.000624397 0.000507121 0.000123603 0.00011452 0.00027076 0.000347708 0.000417216 -0.000118212 0.00012444 0.000306503 0.000648019 0.00029977 0.000412266 0.000549208 0.000255864
internal_weight=0 0.0530948 0.0519561 0.0506702 0.0496398 0.0477804 0.0461639 0.0449896 0.0439653 0.0399954 0.0389307 0.037655 0.0362672 0.0324565 0.0314487 0.00236227 0.00381068 0.00252565 0.0290865 0.0174032 0.0163999 0.0153927 0.0116833 0.00627526 0.00524685 0.00357755 0.0123819 0.0102494 0.0088859 0.00489623
internal_count=3910 3797 3618 3494 3449 2875 2643 2602 2497 2185 2129 1961 1885 1718 1704 163 167 149 1541 1095 1057 857 446 140 99 80 776 584 492 394
is_linear=0
shrinkage=0.00131955


Tree=1315
num_leaves=31
num_cat=0
split_feature=151 4 14 155 1213 480 38 14 3 39 376 133 159 47 403 131 15 457 4 1456 151 48 12 1 15 2 160 3 0 2
split_gain=0.00103028 0.000756462 0.000858507 0.000772535 0.000768763 0.00071734 0.000695618 0.000670365 0.000906387 0.000619038 0.000964694 0.000617955 0.000707393 0.000551158 0.000479793 0.000524968 0.000583733 0.000609823 0.000653995 0.000640537 0.000543694 0.000653196 0.000632704 0.000662753 0.000573429 0.000602791 0.000523713 0.000505332 0.000556618 0.0004853
threshold=-0.52174999999999983 0.28937500000000005 -0.46879999999999994 0.10222000000000002 -1.0000000180025095e-35 0.083685000000000009 1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 0.16168500000000002 0.11605500000000001 -0.26719999999999994 0.10701500000000001 0.096475000000000019 -0.084084999999999979 0.097135000000000013 0.22941000000000003 -0.0015249999999999997 0.15927500000000003 -1.0000000180025095e-35 0.056555000000000001 0.093440000000000009 0.10058500000000002 0.10871500000000002 -0.10469999999999999 0.10137500000000001 -0.081299999999999983 0.090325000000000003 -0.072864999999999985 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 9 10 11 -6 14 -4 -13 16 17 26 19 -19 22 -22 23 24 -21 27 -16 28 29 -26
right_child=1 2 13 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013720162365347115 -0.0008979889874352043 -0.00052399716775613245 0.0010972368231769525 -0.0012816756809043287 -0.00088467010464590094 -0.0011377870643101353 -0.00075199814689104276 -0.00085120320906597149 0.0014003845477400859 0.0010547432897849826 -0.0012715130479373259 -0.00079817721204283279 -0.0010452669397743245 0.00012903577926035663 0.00027187581926395343 0.00093313962156956604 -0.00083868920077991612 -0.00080241577236989494 0.00071470543985362232 -0.00055296448413662334 -0.0010784658219615535 0.00040524792202875713 -0.00069828040699202679 0.0012336914712772825 0.0002972848610781119 -0.00044506751431830892 -0.00097841430174245062 0.0010607571419398998 0.0008102838318221864 -0.00049752611915990252
leaf_weight=0.0011224718073066233 0.0020075698004953782 0.0014002839919688981 0.0029644229497510768 0.0010193181980474577 0.0013049228905290802 0.0010851831830854105 0.0022083685775573505 0.0015463940136322121 0.0010065866432222839 0.0011790241654807678 0.0010940416536868716 0.0010614239763512825 0.0010349287617699146 0.0018866841354965302 0.0010973459506516958 0.0016309220788972558 0.0012018731896432646 0.0013740910852180202 0.0043653114769259807 0.001612645391009678 0.0013776370788391992 0.0010072224247466011 0.0012838948639699579 0.0014317373253218682 0.0075425481395656573 0.0017915908111172376 0.0016368762798593109 0.002047050195431944 0.0032539957874693536 0.0018823191917858306
leaf_count=65 586 55 312 177 181 251 60 97 68 21 14 381 163 42 98 70 20 171 69 62 50 13 77 71 301 63 114 42 104 112
internal_value=0 -1.6894e-05 0.000441882 -7.53233e-05 -4.97403e-05 -1.27669e-05 1.43796e-05 5.39556e-05 8.79149e-05 5.50606e-05 2.48639e-05 6.2248e-05 9.59783e-05 0.000720686 0.000129157 0.000157657 0.000119221 0.000155535 0.000215199 0.000126577 0.000181527 -0.000451834 0.000253987 0.000316487 0.000244055 0.00032187 -0.000476626 0.000415177 0.000310946 0.000138547
internal_weight=0 0.0553362 0.00625139 0.0490848 0.0480655 0.0460579 0.0449728 0.0427644 0.041218 0.0402114 0.0390324 0.0379383 0.0366334 0.00485111 0.0355985 0.0345371 0.0329061 0.0317043 0.02897 0.0246047 0.0232306 0.00238486 0.0208458 0.0195619 0.0181301 0.0165175 0.00273422 0.0147259 0.0126789 0.00942487
internal_count=3910 3845 409 3436 3259 2673 2422 2362 2265 2197 2176 2162 1981 354 1818 1437 1367 1347 1135 1066 895 63 832 755 684 622 212 559 517 413
is_linear=0
shrinkage=0.00140032


Tree=1316
num_leaves=31
num_cat=0
split_feature=31 3 1374 457 1213 484 133 133 376 52 3 160 40 42 48 130 51 49 1 16 52 159 49 15 52 3 0 13 49 4
split_gain=0.000674652 0.000508773 0.00047325 0.000563182 0.000546169 0.000503 0.000423903 0.000627738 0.000746372 0.000524876 0.000470047 0.000877431 0.000446854 0.000444626 0.000427123 0.000572681 0.000550281 0.000422982 0.00038411 0.000545207 0.000579602 0.000526947 0.00042101 0.000497747 0.000708758 0.000683769 0.000546185 0.000719695 0.000459509 0.000695723
threshold=-1.0000000180025095e-35 0.31335500000000011 0.086000000000000007 -0.098834999999999992 -1.0000000180025095e-35 -0.079734999999999986 -0.26719999999999994 -0.085714999999999986 0.11605500000000001 -0.51745999999999992 -0.15464999999999998 -0.40446999999999994 -0.012844999999999997 0.089015000000000025 0.11930500000000001 -1.0000000180025095e-35 0.11975000000000001 -0.006494999999999999 0.11198000000000001 -0.25582999999999995 -0.060039999999999989 0.099650000000000016 -0.085974999999999982 -0.095799999999999982 0.11401500000000002 0.084925000000000014 -0.07773999999999999 -0.083514999999999992 0.090445000000000011 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 9 -9 13 -12 17 -11 15 -14 -16 -13 21 -20 -21 22 -17 28 25 26 27 -25 29 -24
right_child=1 -3 -4 4 5 6 7 8 -10 10 11 12 14 -15 16 18 -18 -19 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001031983542954225 0.0008975213170139409 0.00064279120995236201 -0.00088895413073372101 -0.00083850894246900775 -0.00092009909187760477 -0.00077339454547087686 0.00056635810252130068 -0.00099436678538677016 -0.0012005200172211978 0.00081811222369526356 -0.0012694710522353388 -0.00012529115710310212 -0.00081145329834454347 -0.00025676322338985584 -0.0013729835108659692 -0.00057538564643695364 -6.6183208794238788e-06 0.00096948198565940762 0.0011912449111210952 0.0006988790857630603 -0.00055366604277665144 -0.00098774861752697627 0.00031932035825249435 0.00041021855562948693 -0.00071366513153903373 0.00098201942684311119 0.0006283991589151783 -0.00090976041231829888 0.00057304980649139326 -0.00084449885029944474
leaf_weight=0.0010923455674777252 0.0011194019610769592 0.0018677118993448696 0.0013501559717091207 0.0017567381434774034 0.0012336973164744072 0.0013949131102277681 0.0033331522642252578 0.0010150203335652632 0.0010439537758673003 0.0023749596551660901 0.0010680433930436708 0.0011224786524112185 0.0015452417315646718 0.0010442401586545635 0.0010234079052473524 0.0019465349837162185 0.0012151153465964626 0.0016326287994401492 0.0012451880726240816 0.0014532733298295852 0.001336791528878222 0.0010270611490309492 0.0014921085476034971 0.0016014139605816649 0.0011653143663316054 0.0028074181056396696 0.0025164603918450892 0.0015150468101612228 0.0010640904200628354 0.0027566288815774609
leaf_count=113 43 136 102 589 357 206 189 232 25 79 219 88 159 32 40 75 21 119 42 38 38 96 31 138 104 75 206 222 49 47
internal_value=0 -5.9378e-05 -8.83921e-05 -6.37427e-05 -8.89245e-05 -5.67866e-05 -2.9986e-05 -2.94275e-06 -5.71397e-05 -2.20002e-05 7.95032e-06 -4.78384e-05 -2.00309e-06 0.00048984 -5.8309e-05 -3.66486e-06 -0.000631293 0.000523452 5.32608e-05 0.000435871 9.87526e-05 -3.30304e-05 2.51109e-05 0.000103463 0.000289958 0.000428523 0.000152664 -0.00023148 -0.000233723 -0.000435779
internal_weight=0 0.0470682 0.0452005 0.0438503 0.0427309 0.0409742 0.0397405 0.0383456 0.0350124 0.0339685 0.0329534 0.0295342 0.0284662 0.0034192 0.0257111 0.0234726 0.00223852 0.00275511 0.0219273 0.00403525 0.00279006 0.0178921 0.016865 0.0149185 0.00960565 0.00844034 0.00563292 0.00311646 0.00531283 0.00424874
internal_count=3910 3797 3661 3559 3516 2927 2570 2364 2175 2150 1918 1807 1588 111 1381 1320 61 207 1161 118 76 1043 947 872 745 641 566 360 127 78
is_linear=0
shrinkage=0.00137286


Tree=1317
num_leaves=21
num_cat=0
split_feature=14 157 1 2 123 2 48 51 13 16 42 13 48 48 52 16 4 16 16 47
split_gain=0.000134822 0.000197288 0.000156926 0.000130627 0.000296529 0.000230201 0.000228199 0.000207437 0.000202921 0.000241774 0.000372468 0.000244643 0.000182621 0.000251009 0.000229376 0.000159381 0.00013955 0.00014211 0.000214177 0.000288969
threshold=0.056865000000000006 -0.07453499999999999 0.090540000000000023 0.086545000000000025 0.083855000000000013 0.088585000000000011 0.084500000000000006 -1.0000000180025095e-35 -0.51172499999999987 0.23932500000000004 0.091735000000000025 -0.097529999999999992 0.016865000000000002 0.11930500000000001 -0.015039999999999998 -0.30307999999999996 0.22584000000000001 -0.089864999999999987 -0.078844999999999985 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 16 -7 -9 10 11 -10 15 14 -14 -13 17 -3 -19 -20
right_child=-2 3 -4 4 -6 7 -8 8 9 -11 -12 12 13 -15 -16 -17 -18 18 19 -21
leaf_value=0.00012790677776159352 -0.0016540402183348594 -0.0019750726236911287 0.0024400640064181885 0.0015756082610435206 0.0023666486346922457 -0.0022095124090116044 -0.0024650024941200621 -0.0019712197329879418 0.0020492293759349243 0.0020675575422358962 -0.0023433839520903069 0.00011788324637274098 0.00017975162847449789 -0.0011708613963705495 0.0030850619071390367 -0.0020526087170767509 0.00099018453708233007 0.0015176505853550612 -0.0019989110182926594 0.00062228814365871397
leaf_weight=0.0012287473798570777 0.0010126679592096224 0.0011866658969795774 0.0012062770258244315 0.0016494933664614195 0.0011712641290732859 0.0010138094194360051 0.0011111130761322779 0.0010410725851208733 0.0013259969653796081 0.0011905206204314575 0.001326256207879694 0.0014058429839012869 0.0012702328339493363 0.001110526878775886 0.0010128600522746889 0.0014004234515115292 0.0014963864944108063 0.0011272843728785953 0.0018521410400328016 0.0016483686669195308
leaf_count=319 144 218 162 236 175 341 166 29 110 46 283 132 59 46 85 349 139 293 471 107
internal_value=0 3.9862e-05 0.00127332 -8.88209e-05 0.000167145 -2.02549e-05 -0.000542229 -0.00023785 -5.75055e-05 0.00014088 -0.000118238 0.00027389 -0.000105809 0.000604897 0.00146865 -0.000965267 -0.000250003 -0.000569173 -0.00020867 -0.000764604
internal_weight=0 0.0257753 0.00243502 0.0233403 0.0149183 0.013747 0.00842196 0.0120975 0.0110837 0.0100427 0.00885214 0.00752588 0.00619989 0.00339362 0.00228309 0.00280627 0.00731085 0.00581446 0.00462779 0.00350051
internal_count=3910 3766 481 3285 1891 1716 1394 1480 1139 1110 1064 781 671 190 144 481 1228 1089 871 578
is_linear=0
shrinkage=0.00455379


Tree=1318
num_leaves=31
num_cat=0
split_feature=31 14 51 52 51 1213 40 133 160 123 124 43 1 48 16 1 12 42 1 160 47 151 130 160 43 16 4 15 15 15
split_gain=0.000831971 0.000597158 0.00045225 0.000474156 0.000527234 0.000605127 0.000603191 0.000517052 0.000570237 0.000509088 0.000570677 0.000506872 0.000452554 0.000533712 0.000416878 0.000383924 0.000609982 0.000481875 0.00034579 0.000588624 0.000549573 0.000326955 0.000312764 0.000377145 0.000403552 0.000487856 0.000303435 0.000344571 0.000292889 0.000251953
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 -0.51745999999999992 -0.030229999999999996 -1.0000000180025095e-35 0.0034800000000000005 -0.26719999999999994 -0.40446999999999994 0.086620000000000016 -0.0055999999999999991 0.11352500000000001 0.122185 0.12675000000000003 0.11346000000000002 0.10373000000000002 0.10129000000000001 0.086125000000000021 0.092550000000000007 0.10150000000000002 0.08801500000000001 -0.0032449999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15648499999999999 0.15737500000000001 -0.084009999999999987 -0.10071499999999999 -0.0063699999999999989 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 14 -7 -9 10 -10 12 13 15 28 16 18 21 19 22 -20 -17 -12 -24 -25 26 -26 -28 -5 -29
right_child=1 -3 3 4 5 7 -8 8 9 -11 11 -13 -14 -15 -16 17 -18 -19 20 -21 -22 -23 23 24 25 -27 27 29 -30 -31
leaf_value=0.0011699484696710051 -0.00083253858613465065 -0.00096486442872431273 -0.00091630376880332941 1.564912581015769e-05 -0.0010224890836336947 -0.00091396714316891023 0.0013903137747392686 -0.00087040232195545551 -0.00069960095231513537 0.0009399320123064358 -0.00037688928359697326 0.00071801119212503968 0.00051775852490361634 -0.0009572778888912092 -0.00052452632784876505 -3.9920836370010716e-06 -0.0011255089337266805 -0.00039505287179850346 7.370172818912947e-05 -0.00081298877489761109 -0.0012800382931100844 0.00093610612158321498 -0.00037952273953188937 0.00097401067678919129 0.001065384738872044 -0.00058317439781675837 0.0009029035177434998 -0.00010754123043014672 0.00076457856334054286 0.00060708039928043258
leaf_weight=0.001123676393961214 0.0013111506613998616 0.0013565743233003849 0.0010757936708215557 0.0018973184395306153 0.0011876924597041252 0.001189936897741827 0.0010105628842396186 0.0013407094593049776 0.0019882302941263133 0.001244086391287035 0.0019541968683096664 0.0022260347044937836 0.0032101681649849825 0.0011872212620662728 0.0011787706160082401 0.0010578982955569138 0.0010404268154065302 0.0011930690748442885 0.0013467399666908788 0.0013913189435372795 0.0010438158910304196 0.0023082877865423504 0.0017180198400492267 0.0016059741379024226 0.0010022328951730837 0.0012940048715748276 0.0012239578688546457 0.0037819229150839635 0.0022243970625500089 0.0012999695327882144
leaf_count=113 138 124 265 277 542 170 30 210 103 121 150 67 133 42 81 60 119 36 103 95 33 75 265 36 52 26 40 186 72 146
internal_value=0 -4.93295e-05 -2.20534e-05 1.97653e-06 2.48722e-05 -3.91998e-05 0.000398844 -6.43951e-06 2.48999e-05 6.11447e-05 2.68438e-05 7.51733e-05 2.34373e-05 -4.14673e-05 0.000209815 5.27323e-06 -8.35494e-05 0.000369634 -2.21705e-05 5.53503e-05 -0.000517397 0.00064066 0.00014239 0.000227479 0.000329637 0.000209335 0.000349661 0.000235906 0.000419829 7.5262e-05
internal_weight=0 0.0468905 0.0455339 0.0442228 0.043147 0.0368359 0.00631105 0.0356482 0.0344583 0.0331176 0.0318735 0.0298853 0.0276592 0.0244491 0.00530049 0.0232618 0.0187026 0.00455926 0.0176622 0.0152716 0.00239056 0.00336619 0.0138803 0.0119261 0.0102081 0.00860209 0.00730808 0.00630585 0.00412172 0.00508189
internal_count=3910 3797 3673 3535 3270 2810 460 2268 2098 1888 1767 1664 1597 1464 430 1422 1251 171 1132 996 136 135 901 751 486 450 424 372 349 332
is_linear=0
shrinkage=0.00140032


Tree=1319
num_leaves=31
num_cat=0
split_feature=31 14 3 52 133 160 133 401 376 123 151 49 43 157 403 159 4 48 47 13 3 1429 1 2 151 2 4 9 3 49
split_gain=0.000953833 0.000515755 0.000505352 0.00044773 0.000479995 0.000531762 0.000486365 0.000810868 0.000667537 0.000552521 0.000418034 0.000588774 0.000420854 0.000406786 0.000467894 0.000457821 0.000391959 0.00038284 0.000520342 0.000482155 0.000450881 0.000357046 0.000258055 0.000518819 0.000473261 0.000659524 0.000549303 0.000335381 0.00030095 0.000229525
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 -0.51745999999999992 -0.26719999999999994 -0.40446999999999994 -0.15498499999999996 0.087020000000000014 0.11382500000000002 1.0000000180025095e-35 -0.40391999999999995 0.10581000000000002 0.15364000000000003 -0.077044999999999988 -1.0000000180025095e-35 0.10519500000000001 -0.0017649999999999999 0.11930500000000001 0.11351000000000001 0.24071000000000004 -0.11266 0.084690000000000015 0.10113500000000002 0.10393500000000001 -0.083559999999999982 0.086650000000000019 -0.083329999999999987 0.082325000000000023 0.11476000000000001 -0.007794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 9 10 -8 12 13 16 -15 17 21 18 19 20 29 -12 23 24 -22 26 -26 -28 -24 -16
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 22 -23 28 -25 25 -27 27 -29 -30 -31
leaf_value=0.001237182094338971 -0.00093798427737657559 -0.00097868454010951989 0.00069755192930788957 -0.00089777609245195124 -0.00090365422544466569 0.00091243053232868709 -0.00080385107965615695 -0.0012401520409039339 -0.0010946311494007619 0.00086715808567888763 -0.00054403838697494357 0.00074603117203172478 0.00073159904772534048 -0.0010387195255119207 0.0010127820414922001 -0.00089206113397417939 0.0010451434705865811 -0.0008179078448210034 0.00084585757541731784 -0.00086702354282327154 -0.00097543882463209093 0.0006336504929176631 0.00060747153628373731 -0.0010947431566523389 0.00040893370778001271 0.00035528961080577895 -0.0010692426320521207 -0.00015456786641514697 -0.00032774646085229487 0.0002400082987988014
leaf_weight=0.0011516273071240915 0.0011101691819364037 0.0011513584503990417 0.0017986031281995709 0.0012293219660729484 0.0012600135191041242 0.0011634685197172692 0.0011589346104727829 0.0010168660066612592 0.0010083176008048858 0.0015911561102646124 0.0010093736328723457 0.0022300759886603174 0.0014624627213155597 0.0010010370521841552 0.0010707070755129333 0.0012318170180732326 0.001240108906304326 0.0011064322163178977 0.0014197020789517003 0.0012684010551839977 0.0010487705773231113 0.0010098128022431319 0.0019562270233830512 0.0010933320582162684 0.001251080214407437 0.0051781923525349299 0.001867352126512724 0.0013575121366642406 0.0010299616702695857 0.0025452747811289629
leaf_count=113 270 124 150 217 275 51 70 242 28 168 125 137 31 670 33 139 43 31 29 48 68 66 75 63 63 251 177 43 37 73
internal_value=0 -5.38421e-05 -2.89132e-05 -6.08476e-05 -3.63845e-05 -8.93438e-06 2.12765e-05 -7.40255e-06 2.82742e-05 6.14509e-05 2.20489e-05 5.25536e-05 -5.04284e-07 -3.91776e-05 -0.000101182 -6.11174e-05 0.000425498 -1.49959e-05 2.71337e-05 -3.19681e-05 2.56013e-05 4.49341e-05 -8.28184e-05 -0.000175907 -8.20455e-05 1.50077e-05 -0.000378662 -0.000684209 0.000284907 0.00046883
internal_weight=0 0.0438658 0.0427145 0.0409159 0.0398057 0.0385764 0.0373164 0.0361529 0.035136 0.0341277 0.0325366 0.0313776 0.0291476 0.0276851 0.0244258 0.0234248 0.0032593 0.0221929 0.0210865 0.0196668 0.0183984 0.00201919 0.0147824 0.0117962 0.0107029 0.00965414 0.00447594 0.00322486 0.00298619 0.00361598
internal_count=3910 3797 3673 3523 3253 3036 2761 2710 2468 2440 2272 2202 2065 2034 1800 1130 234 991 960 931 883 191 777 665 602 534 283 220 112 106
is_linear=0
shrinkage=0.00140032


Tree=1320
num_leaves=21
num_cat=0
split_feature=14 157 0 453 16 49 124 49 42 52 15 160 133 151 43 1 0 4 42 1
split_gain=0.000130584 0.00016445 0.000160416 0.0001289 0.0002039 0.000305488 0.000152354 0.000183098 0.000160564 0.000228232 0.000375099 0.00020906 0.000218442 0.000226987 0.000206062 0.000288569 0.000328312 0.00017452 0.000144772 0.000127525
threshold=0.05884000000000001 -0.07453499999999999 -0.11077499999999998 1.0000000180025095e-35 -0.50763499999999995 0.11651500000000002 0.08919500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.081429999999999989 -0.052074999999999989 -1.0000000180025095e-35 0.093845000000000026 0.056555000000000001 -0.078644999999999979 0.077800000000000022 -0.13027499999999997 -0.082054999999999975 0.083875000000000019 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 18 6 7 8 17 10 -10 -11 13 14 -13 -16 -17 -6 -3 -18
right_child=-2 3 -4 -5 5 -7 -8 -9 9 11 -12 12 -14 -15 15 16 19 -19 -20 -21
leaf_value=0.002718401140162802 -0.0019566539390757577 0.0026563110319628527 -6.5824621718743896e-05 -0.0019439482423997808 -0.00016573726147335897 0.0021774517204382607 0.0015916208719886523 -0.0025753489254018908 0.0026686704950558329 -0.0021550304093549376 -0.0011499528092047977 0.0023737182506647571 -0.0024759246638782185 -0.0021865261682665073 -0.0021186675095169897 0.0030213371891685535 0.0010252251646318373 -0.0028782144985271363 -5.0941579317788394e-05 -0.0015837189665810041
leaf_weight=0.0012811392504943342 0.0010009704268291722 0.0013661082280455551 0.0011750425244723547 0.0010645025972130231 0.0013935114797640202 0.001499577269431617 0.0010960772148944633 0.0011744488788193652 0.0019380383050766614 0.0018496904477340878 0.0012553816472907131 0.0014584987594358752 0.001034126052764428 0.0010206802349714827 0.0013309413471125518 0.0013065488612307111 0.0010082168929672949 0.0014167901723727812 0.0010232175466449167 0.001234149657536765
leaf_count=46 141 131 435 91 378 189 54 372 145 473 193 85 223 34 229 53 98 356 78 106
internal_value=0 4.65919e-05 0.00138642 -9.36209e-05 -5.71243e-06 -0.00018508 -0.000376405 -0.000500227 -0.000350219 -0.000102787 0.00116751 -0.000498829 -0.000133834 0.000195287 0.000578836 4.23794e-05 0.000852832 -0.00153321 0.00149694 -0.000410681
internal_weight=0 0.0259267 0.00245618 0.0234705 0.022406 0.0200167 0.0185171 0.017421 0.0162466 0.0134363 0.00319342 0.0102429 0.00839316 0.00735904 0.00633836 0.00487986 0.00354892 0.0028103 0.00238933 0.00224237
internal_count=3910 3769 481 3288 3197 2988 2799 2745 2373 1639 338 1301 828 605 571 486 257 734 209 204
is_linear=0
shrinkage=0.0054422


Tree=1321
num_leaves=31
num_cat=0
split_feature=31 156 158 1365 3 14 1213 1374 39 42 156 403 403 133 1374 1375 4 151 151 15 484 12 43 4 160 3 160 47 52 4
split_gain=0.00124436 0.00104766 0.000916156 0.000873691 0.000717321 0.000621457 0.000640588 0.000705303 0.000908274 0.00101976 0.00070154 0.000674216 0.000650315 0.000649992 0.000620023 0.000639797 0.000656775 0.000849142 0.000734083 0.00130002 0.000770251 0.000764372 0.000568668 0.000933888 0.000794388 0.000769379 0.000547218 0.000535892 0.000717106 0.0005817
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11015500000000002 1.0000000180025095e-35 0.31335500000000011 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.15608500000000003 -0.11403999999999999 0.11896500000000002 -0.084084999999999979 -0.088229999999999989 -0.26719999999999994 0.086000000000000007 -0.012944999999999998 0.074650000000000008 -0.098079999999999987 -0.098079999999999987 -0.10469999999999999 -1.0000000180025095e-35 0.10129000000000001 -0.50992999999999988 -0.49837999999999999 -0.091109999999999983 -0.15002999999999997 0.10975000000000001 0.09550500000000002 0.10701500000000001 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 12 26 9 -9 11 -11 -3 -13 15 -15 18 -18 -17 -20 -21 22 -22 -24 -25 -26 -8 28 29 -27
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 -12 13 -14 14 -16 16 17 -19 19 20 21 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.0011837651815727903 -0.0013460413268289587 0.00010153163190696266 -0.001283904692652253 -0.0010302393245045728 0.00080450493308210599 -0.00089076866247540982 -0.0012848555926552453 -0.00081884880813243841 0.0013463192129331988 -0.00070999813062181684 -0.00093621075773077606 -0.0006595487996078459 -0.001345990816855336 0.00099937392086527988 -0.00071532739539796218 0.00088733246158829255 -0.00068640401431141918 0.00058114075654220568 -0.0012681696407719745 -0.00097893224859344841 0.001129581446990761 -0.00069964188506284537 -0.00097671826098761662 -0.00075656372897906193 0.0012963770491603861 0.00054028770714639436 -0.00013905778600290972 0.0010603438413234385 -0.00084283492964925676 -7.3763871951333272e-05
leaf_weight=0.0014994123383639249 0.0011219061143830636 0.0010298246967704872 0.0010417847586003384 0.0014823917440445191 0.0020180255618864598 0.0014220657956554019 0.0012034757733445636 0.0022910949929959559 0.0010107345765533174 0.001662635016700941 0.0011475306570773993 0.0016644251704833737 0.0012383236022896474 0.0018639751022302411 0.001298728557377892 0.0018406275155200538 0.0010571974871709253 0.01014546000447003 0.0013686985983811786 0.001168266945531681 0.0011780432307801859 0.0017755562780714653 0.0012114358353696271 0.0013125061163332665 0.0013713706134588022 0.0060786735487780965 0.0020266644642106257 0.0013029937393866939 0.0011849517429176623 0.0051731806537228002
leaf_count=113 197 103 160 73 134 110 50 138 29 424 113 177 439 45 80 73 28 294 72 254 14 57 52 172 30 147 12 18 33 269
internal_value=0 -5.76758e-05 -3.29975e-05 -1.03449e-05 1.66306e-05 -1.27974e-05 1.0936e-05 4.24631e-05 8.41816e-05 5.65079e-05 0.00010229 0.000130225 -0.000688761 0.000164302 0.000199165 0.000230393 0.000190763 0.000461522 6.92703e-05 4.15879e-06 8.4199e-05 0.000144524 0.000224195 0.000163715 0.000247835 0.000335074 -0.000565956 0.000239126 0.000153088 0.00025797
internal_weight=0 0.0596925 0.0585706 0.0575289 0.0560465 0.0540284 0.0526064 0.0503382 0.0471081 0.0460974 0.0438063 0.0426587 0.00226815 0.0409961 0.0393317 0.0380329 0.036169 0.0112027 0.0249663 0.0231257 0.021757 0.0205887 0.0188132 0.0176351 0.0164237 0.0151112 0.00323014 0.0137398 0.0124368 0.0112519
internal_count=3910 3797 3600 3440 3367 3233 3123 2581 2519 2490 2352 2239 542 1815 1638 1558 1513 322 1191 1118 1046 792 735 721 669 497 62 467 449 416
is_linear=0
shrinkage=0.00134594


Tree=1322
num_leaves=31
num_cat=0
split_feature=31 453 1348 1456 14 155 133 1 51 128 123 159 4 15 12 0 4 12 159 0 1186 42 2 0 1 48 4 15 48 3
split_gain=0.00102627 0.000640961 0.000840688 0.000786439 0.000670951 0.00066793 0.000562087 0.000633688 0.000652568 0.000606543 0.000528226 0.000459551 0.000443885 0.000461733 0.000559115 0.000599517 0.000503824 0.000435823 0.000393293 0.000571236 0.000531289 0.0008649 0.000456951 0.000386211 0.000814318 0.000624015 0.000822112 0.000718146 0.000588482 0.000543315
threshold=-1.0000000180025095e-35 0.093320000000000014 0.084895000000000012 -1.0000000180025095e-35 0.077685000000000018 0.10222000000000002 -0.26719999999999994 0.11235500000000002 -0.40274499999999996 0.086435000000000012 0.083745000000000014 0.10519500000000001 0.50657000000000008 -0.14097499999999996 -1.0000000180025095e-35 -0.073129999999999987 0.41315500000000005 0.10852500000000001 -0.034019999999999988 -0.077944999999999987 0.085080000000000003 -1.0000000180025095e-35 0.095195000000000016 -0.11287999999999999 0.092550000000000007 0.084500000000000006 0.0057500000000000008 0.035895000000000003 0.087945000000000009 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 9 -9 10 11 17 13 16 -15 -16 -10 18 -8 20 21 -20 -21 25 29 27 28 -23 -27 -25
right_child=1 -3 -4 4 -6 -7 7 8 12 -11 -12 -13 -14 14 15 -17 -18 -19 19 22 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011436335281996121 -0.00093612996546677332 -0.0011229892601138641 0.0010257238930265575 -0.00079086367310179137 -0.0010264772258724495 -0.0010556374032296952 -0.00069626093360503365 -0.00060308303118379451 -0.00084081615592855792 -0.0010129900341067284 0.00074810220923432588 -0.00084197085068787338 0.0012404764170006579 0.0013461829856556036 0.00068032013709922736 -0.00037768593528908202 0.00045481224247019125 -0.00080998314433471889 -0.0010636904793694711 0.00070382137774301036 0.00076262892206777012 0.0010562169900790311 6.0423641445297215e-05 -0.00039166550925387157 -0.0011619292009257098 -8.6427703326049342e-05 0.00038378909855247997 -0.00017221049111896012 -0.0012898438000797259 0.00038829992719399361
leaf_weight=0.001311326776969878 0.0018244727240073746 0.001011223761864243 0.0013047044799328047 0.0015239975029235344 0.0012088064307835813 0.0010839298274467604 0.0013467082760111873 0.0011801516635046036 0.0010658204151035031 0.0011352930215374054 0.0015757296417415736 0.0012747727810508138 0.0011548730420475328 0.0012448762429730928 0.0028717723701845452 0.0014652922339504189 0.0011099311592583927 0.0012082408833579686 0.0016360232906438834 0.0036497313492278687 0.0012961795298362935 0.0022307764534872238 0.0044231359480111365 0.0037481271560339969 0.0014727818582525032 0.001646903151964807 0.0028851320239482448 0.0014051658039875292 0.0013311069176324963 0.0028467173633699595
leaf_count=113 364 42 79 210 103 175 276 31 26 154 95 113 139 37 76 76 59 121 365 220 49 58 162 519 40 19 34 28 27 100
internal_value=0 -6.16637e-05 -4.10843e-05 -6.84583e-05 -3.61658e-05 -1.11288e-05 1.30995e-05 4.02034e-05 0.000337436 -4.5233e-05 -1.2897e-05 -4.99054e-05 0.000461975 0.000346081 0.000551087 0.000322869 -0.000179868 -1.74669e-05 1.45384e-05 4.80413e-05 -7.13889e-05 -0.000127685 0.000351303 -4.05128e-05 -0.000257064 0.000143406 -0.000128255 0.000581472 -0.000624329 -5.49872e-05
internal_weight=0 0.0531624 0.0521512 0.0508464 0.049022 0.0478132 0.0467292 0.0452052 0.0100927 0.0351125 0.0339772 0.0324015 0.00891257 0.00775769 0.00558194 0.00433706 0.00217575 0.0311267 0.0299185 0.0285718 0.0204989 0.0192027 0.00807287 0.0175667 0.00806763 0.00949908 0.00586314 0.00363594 0.00297801 0.00659484
internal_count=3910 3797 3755 3676 3312 3209 3034 2824 444 2380 2226 2131 413 274 189 152 85 2018 1897 1621 1239 1190 382 825 659 166 80 86 46 619
is_linear=0
shrinkage=0.00134594


Tree=1323
num_leaves=31
num_cat=0
split_feature=453 4 1213 11 14 484 3 150 160 50 133 43 403 52 42 43 0 4 4 0 160 48 52 12 15 15 1 52 12 42
split_gain=0.000781758 0.000782864 0.000567081 0.000559177 0.000553274 0.000467685 0.000779944 0.000573491 0.000708138 0.000717859 0.000465523 0.000438894 0.00055984 0.000524869 0.000452082 0.000701614 0.000599685 0.000581282 0.000443731 0.000439123 0.000467987 0.000431129 0.00037839 0.000348376 0.0004334 0.000449747 0.000378419 0.00030865 0.000307652 0.000293708
threshold=0.096095000000000014 0.28937500000000005 -1.0000000180025095e-35 0.08184000000000001 -0.46879999999999994 -0.0043499999999999988 0.10223 -0.097334999999999991 -0.217635 0.10030500000000002 -0.23133499999999999 0.013605000000000001 -1.0000000180025095e-35 -0.42985499999999993 -0.11145999999999999 -0.049504999999999987 -0.07773999999999999 -0.23071499999999998 -0.081894999999999982 -0.10462499999999998 0.086620000000000016 0.11379500000000002 -0.021309999999999996 -0.0089849999999999982 0.035895000000000003 -0.0071449999999999994 0.095575000000000007 -0.010739999999999998 0.089995000000000006 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 -4 -7 -9 10 -10 12 -12 -14 -15 16 19 -17 -19 -16 27 -6 -18 -20 25 26 -25 -21 -13 -24
right_child=-2 4 3 -5 21 7 -8 8 9 -11 11 28 13 14 15 17 22 18 23 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00091216935078433604 -0.0012281489570548302 -0.00035737187893183968 -0.0012609576049299215 -0.00094415452704758201 0.001112071423329959 0.00091332586647504567 0.00034329789995799084 -0.00079718357914585272 -0.00088176654001999126 0.001041080132588092 -0.0010531945806695427 0.00082413043793208227 -0.00092011104649069686 -0.00062436963187497536 0.00059287541101365028 -0.0009750544129331221 0.0012951485255198552 0.00062066573629236113 -0.00086361855290484097 -0.0011816803843538836 0.000443839840498508 0.00014493972843173132 0.00098825133387737702 -0.00029753135801334062 -0.00072369951493285174 0.00090490069054312674 0.00044392177002630412 -8.7996589889552694e-05 7.7062298472685615e-05 -2.6239147194787077e-05
leaf_weight=0.0014896459284280397 0.0010403188103538233 0.0010994717179522162 0.0014316542835405696 0.0012770110126762982 0.0025275954034139616 0.0014086240527504392 0.0010159539801630757 0.002046943753106655 0.0011112570628393206 0.0013777105834898431 0.0010029749384927169 0.0021833931799211106 0.0011279155000347664 0.0017685203525870099 0.002125926966666458 0.0013374632043507981 0.0017694599304267644 0.0018898886868434781 0.0010985218869565836 0.0010242007982963442 0.0012669143937955596 0.0014069412947304016 0.0010179380197072986 0.0038984367442580518 0.001451693705522672 0.001181414463772513 0.0020646063415883376 0.0010000222471848773 0.0021406999258068993 0.0012428127027410696
leaf_count=590 36 55 519 157 311 32 34 310 153 95 385 56 186 58 64 53 115 46 36 137 41 42 26 60 39 41 49 69 81 34
internal_value=0 -8.36098e-07 -6.37337e-05 -3.23426e-05 0.000520831 -2.47481e-06 -0.000595063 3.72222e-05 2.09138e-06 5.15467e-05 8.54623e-06 4.08861e-05 -2.71634e-05 1.3567e-05 5.7196e-05 0.000111081 0.000401123 -0.000100969 -5.39919e-08 9.68127e-05 -0.000223622 0.000766237 0.000810152 -0.000121058 -2.61641e-05 0.000115569 -4.08153e-05 -0.00064137 0.000454284 0.000430551
internal_weight=0 0.0467856 0.0417516 0.040262 0.00503401 0.0389849 0.00244761 0.0365373 0.0351287 0.0330818 0.0317041 0.0305928 0.0262687 0.0252657 0.0241378 0.0223693 0.00944728 0.012922 0.0115846 0.00541706 0.00329114 0.00393454 0.00403021 0.00969467 0.00859615 0.00714446 0.00596304 0.00202422 0.00432409 0.00226075
internal_count=3910 3874 3466 2876 408 2719 553 2166 2134 1824 1729 1576 1439 1054 868 810 486 324 271 311 247 353 175 225 189 150 109 206 137 60
is_linear=0
shrinkage=0.00140032


Tree=1324
num_leaves=31
num_cat=0
split_feature=31 155 14 453 4 14 1348 1456 1213 33 133 480 133 376 47 130 0 12 40 3 1186 1 4 49 4 1 51 0 12 4
split_gain=0.000969912 0.00064885 0.000634878 0.000661139 0.000784641 0.000762995 0.000700511 0.000642805 0.00057649 0.000616378 0.000586276 0.000605716 0.000480163 0.000677267 0.000745745 0.000609512 0.00064407 0.00109385 0.000792423 0.00059808 0.000583934 0.000971899 0.000416082 0.000402466 0.00064611 0.000418647 0.000588559 0.000417242 0.000730836 0.000368609
threshold=-1.0000000180025095e-35 0.10222000000000002 0.077685000000000018 0.093320000000000014 0.40359500000000004 -0.46879999999999994 0.084620000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.007134999999999999 -0.26719999999999994 1.0000000180025095e-35 -0.085714999999999986 0.11605500000000001 0.11291500000000002 -0.0015749999999999998 0.14676000000000003 0.10214500000000001 0.096535000000000024 0.15165000000000003 0.085080000000000003 0.08844500000000001 -0.08100499999999998 -1.0000000180025095e-35 -0.37626499999999991 0.10113500000000002 0.083165000000000017 -0.077944999999999987 0.084100000000000022 0.50657000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9 -10 -11 12 20 14 15 22 17 18 19 23 21 -12 -14 -17 -25 26 27 28 -26 -7
right_child=1 -3 -4 -5 5 29 -8 8 9 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0011629729217724882 -0.00092201266910785565 -0.0010865074699846664 -0.0009311243716874501 -0.0011488203405940448 -0.00044970313944381774 0.0005052056870764836 0.0010664192316474431 -0.00082408697204523654 -0.00099062557317445058 -0.00086324128163068497 -0.00057343779485628159 -0.0010149066436739588 -0.0013635610850650604 -0.0010820428278418255 0.00078983476669857138 -0.00014472908205205565 0.00071831963808411542 -0.0012132269791650194 -0.0010208196480736734 0.0010341972252819727 0.0013387153014524508 0.0011375910129450299 -0.00010379850780723433 -0.00064170539035603288 0.00057346659207658645 0.0010362450288535015 -0.00072753603030702315 0.00092870600841223473 -0.00054628236677542246 0.0014004799972965596
leaf_weight=0.0012768460736790601 0.0017340044749568342 0.0012080736911608261 0.0015523250172311256 0.0010017899370708952 0.0012427998879864788 0.0026972857383262818 0.0010585410687307109 0.0018170907201778821 0.0012390183349442188 0.0014449351902165999 0.001496396548003486 0.0010280065415645958 0.001039793716790971 0.001057885523806589 0.0025085751578735041 0.010119507771102376 0.0025616345364554141 0.001418500530696142 0.0012758665316141551 0.0013036790928246935 0.001229268493787572 0.0011522070671876605 0.0010168963285639423 0.0014143115855062951 0.0031989137918717455 0.0015588656573379831 0.0010626253420621401 0.0020145309471129346 0.0017783706770130303 0.001354724787821282
leaf_count=113 340 179 124 42 45 137 60 534 33 181 120 236 93 16 70 358 31 125 27 63 18 28 68 53 83 58 64 185 289 137
internal_value=0 -7.1679e-05 -4.87111e-05 -2.22805e-05 -7.547e-08 0.000510133 -5.94098e-05 -8.62079e-05 -5.2296e-05 -1.80237e-05 1.23454e-05 4.54339e-05 7.47298e-05 2.04694e-05 5.661e-05 -5.18887e-06 4.94079e-05 -1.87367e-05 5.2676e-05 0.000113682 0.000541093 0.000170901 -0.000740692 5.69342e-05 0.000241991 0.000372 0.000243442 0.000391012 0.000173383 0.000804526
internal_weight=0 0.0545864 0.0533784 0.051826 0.0508242 0.00529481 0.0455294 0.0444709 0.0427369 0.0409198 0.0396808 0.0382358 0.0372078 0.03333 0.0322721 0.0297635 0.0277068 0.0251452 0.0237267 0.0224508 0.00387787 0.0026486 0.00205669 0.0211471 0.0110276 0.00961331 0.00805444 0.00699182 0.00497728 0.00405201
internal_count=3910 3797 3618 3494 3452 319 3133 3073 2733 2199 2166 1985 1749 1583 1567 1497 1336 1305 1180 1153 166 148 161 1090 732 679 621 557 372 274
is_linear=0
shrinkage=0.00140032


Tree=1325
num_leaves=23
num_cat=0
split_feature=1456 128 453 4 15 48 150 3 0 43 43 4 1 43 1 0 16 13 14 3 48 1
split_gain=0.000197259 0.000190136 0.000159403 0.00027737 0.000225386 0.000205197 0.000279419 0.000448717 0.000301199 0.000226848 0.000265102 0.000202597 0.000245004 0.000195244 0.000240793 0.0002054 0.000184622 0.000184546 0.000157457 0.000144537 8.46175e-05 7.95711e-06
threshold=-1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 0.28937500000000005 -0.10469999999999999 0.095825000000000007 0.086420000000000011 0.094625000000000015 -0.10071499999999999 -0.083899999999999988 -0.094834999999999989 -0.030814999999999995 0.079355000000000023 0.0016850000000000001 0.088010000000000019 -0.035699999999999989 0.24895000000000003 -0.034809999999999987 -0.45687499999999998 -0.074234999999999982 0.12862000000000004 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 17 6 8 -8 11 10 16 -6 -13 14 -11 -15 -10 -2 -5 -16 -7 -14
right_child=1 -3 -4 18 5 20 7 -9 9 13 -12 12 21 15 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0018699504053266327 -0.00016428054234257346 -0.0017754674845056454 -0.0014093477621478026 0.00014673126675696956 -0.00040748857220557894 0.002265631927008442 -0.0026990058606107359 0.00089719569653881593 -0.00091759041075053745 -0.0025055775313769638 0.0025895227005333869 0.00015436774286608894 0.0029236209711171217 -0.0010895188765061839 0.00079337923700509663 0.0012298424951694155 0.0013611382325048936 -0.0025338076681392504 0.0022907753471091722 -0.0014215007034121981 0.00060960124870659588 0.0023887229520932534
leaf_weight=0.0010272009462577022 0.0013980455432541783 0.0010153768032626865 0.0012006663082328997 0.0010061852401499483 0.0010495931265190883 0.0010835448866080002 0.0015887180292906136 0.0010686468315930231 0.0015994054190206497 0.0016104764200173798 0.0010118376001821954 0.00112070042284173 0.0010000433596379921 0.0012303648433391323 0.0010836316373237231 0.0016406081514528381 0.0011084267000907033 0.0010672820872747136 0.0016902479432602249 0.0010864881355731049 0.0011944899555196287 0.0010495717996570342
leaf_count=369 147 247 91 76 90 114 214 42 226 729 160 68 28 327 221 38 25 131 316 137 68 46
internal_value=0 4.60676e-05 0.000117509 0.000191765 3.24996e-05 0.000186858 2.69942e-05 -0.00125281 0.000260074 -0.000133196 0.000715467 0.00122661 0.00176761 -0.000607782 -0.00124845 0.000235873 1.51866e-05 -0.00119009 0.00149072 -0.000315518 0.00139729 0.00264971
internal_weight=0 0.0269044 0.025889 0.0246883 0.0219919 0.0195265 0.0172485 0.00265736 0.0145911 0.0103712 0.00371967 0.00421991 0.00317032 0.00665157 0.0037806 0.00287097 0.00270783 0.00246533 0.00269643 0.00217012 0.00227803 0.00204962
internal_count=3910 3541 3294 3203 2811 2533 2351 256 2095 1863 411 232 142 1452 1087 365 251 278 392 358 182 74
is_linear=0
shrinkage=0.00429114


Tree=1326
num_leaves=31
num_cat=0
split_feature=158 31 14 155 453 150 133 160 124 3 1213 484 3 33 376 1374 1 43 12 159 39 4 43 0 4 43 3 52 12 1
split_gain=0.00097286 0.00120934 0.000658897 0.000610393 0.000636596 0.000627751 0.000520662 0.000650962 0.000622087 0.00115747 0.000546049 0.000571049 0.000584802 0.000584162 0.000560637 0.000573966 0.000569733 0.000519885 0.000924334 0.00061839 0.000487479 0.000523785 0.00044936 0.000347699 0.000397672 0.000858746 0.000631748 0.000700891 0.000366628 0.000294532
threshold=0.11034000000000001 -1.0000000180025095e-35 0.077685000000000018 0.10222000000000002 0.093320000000000014 -0.096549999999999983 -0.26719999999999994 -0.26821999999999996 -0.089794999999999986 0.30601500000000009 -1.0000000180025095e-35 -0.079734999999999986 -0.15464999999999998 -0.007134999999999999 0.11605500000000001 -0.094679999999999986 0.11235500000000002 0.15364000000000003 0.10129000000000001 0.10276500000000001 0.085330000000000003 0.08734500000000002 -0.016244999999999996 -0.23029999999999998 -0.056579999999999991 -0.07526999999999999 -0.080884999999999985 -0.08799499999999999 -1.0000000180025095e-35 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 -9 10 -10 -12 22 -14 15 -15 17 18 19 23 21 -18 -13 -17 28 26 27 -26 -25 -30
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 11 12 13 14 -16 16 20 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0013731406245750921 -0.0012903099953818209 0.00078142195936498559 -0.0009683043047727587 -0.0010348472127103497 -0.0010747394736941641 -0.00080226785063014223 -0.00090608552564567992 -0.00088016107833550244 -0.00069104728916960197 0.0013729305039955437 -0.00070959967197514187 0.00021554465952324599 -0.0009621236706913248 -0.00053063890764495729 -0.00074180933894985545 0.00067238969393963266 -0.0004059327521808904 0.00082728998732658511 -0.0010762414320020859 -0.00090947492443185221 0.0013366674631469552 0.00062675168232753274 0.001285770125878554 0.001057925354156832 0.00047399686565276287 -0.00058558800891300483 0.00071720573222268337 -0.0010039642265540767 0.00032329319656793066 -0.00045893061149994652
leaf_weight=0.0011645075968922383 0.0011435050256324289 0.00200550400331334 0.0014066604192999313 0.0010834700098085728 0.0010044850274510955 0.0014872958767647706 0.0013760152720954091 0.0013053818534993758 0.0018296598041193371 0.0012697960953622625 0.0016669405707142029 0.0016547086973233149 0.0010208602462249408 0.0022943900625875804 0.001452055285346531 0.0021919459270200821 0.0012435448804133378 0.0016499089579404816 0.0013406350749053378 0.0010808605288152853 0.0012096031533490592 0.0036217709787198515 0.0013367974503450805 0.0010862540117635433 0.0012418613678954983 0.0039503290252430037 0.0027349530152791651 0.0011787920757337228 0.0057020584635107761 0.001078906601419849
leaf_count=110 167 53 115 177 42 211 266 50 497 132 296 33 36 58 22 59 48 21 145 66 100 64 51 19 110 182 139 134 375 132
internal_value=0 -1.03485e-05 -4.16284e-05 -1.56095e-05 6.92051e-06 2.95511e-05 -3.22515e-06 2.34699e-05 5.31181e-05 8.22382e-05 4.18378e-05 7.64539e-05 0.0001118 6.07121e-05 9.22983e-05 0.000130619 0.00018238 8.4515e-05 2.77432e-05 0.000100846 0.000556714 0.000362804 0.00069379 0.000157826 9.13738e-05 -0.000103951 0.00026509 -0.00024573 0.000317453 0.000198835
internal_weight=0 0.05267 0.0515054 0.0500988 0.0490153 0.0480108 0.0460053 0.044518 0.043142 0.0418366 0.0405668 0.0387372 0.0370702 0.0340787 0.0330579 0.0316058 0.0293114 0.0232365 0.0215866 0.020246 0.00607492 0.00486532 0.00299151 0.0191651 0.0169732 0.00910594 0.00515561 0.00242065 0.00786722 0.00678097
internal_count=3910 3743 3633 3518 3341 3299 3246 3035 2769 2719 2587 2090 1794 1710 1674 1652 1594 1382 1361 1216 212 112 84 1150 1091 565 383 244 526 507
is_linear=0
shrinkage=0.00137286


Tree=1327
num_leaves=22
num_cat=0
split_feature=3 1456 453 4 11 160 50 133 124 133 130 49 0 3 1375 1 1 14 52 12 1
split_gain=0.000175204 0.000158383 0.000181785 0.000171103 0.000209851 0.000211686 0.000189632 0.000300042 0.000205802 0.000190807 0.000262061 0.00020729 0.000209218 0.000385583 0.000295922 0.000230835 0.0002101 0.000179008 0.000178109 0.000168393 0.000158855
threshold=0.30601500000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.28937500000000005 0.077330000000000024 -0.217635 0.098870000000000027 -0.10870499999999998 -0.073304999999999995 -0.085714999999999986 -0.0015749999999999998 -0.085974999999999982 -0.10071499999999999 -0.08348499999999999 -0.43271999999999994 0.094695000000000015 0.089825000000000002 -0.45687499999999998 0.083750000000000005 0.093125000000000013 0.10203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9 -10 -11 -12 14 18 -13 16 -16 -5 -14 20 -15
right_child=-2 2 -4 17 -6 6 -8 8 9 10 11 12 13 19 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0017526122728164237 0.0017188922574074758 -0.0018982201234319011 -0.0017180906289425938 -0.00024949820344259102 -0.0018667616917268006 -0.0021670597797024968 0.0018965177899207561 0.0019528602394314268 0.0016817524802449082 -0.0021502342007781853 -0.0012717883548884826 -0.001087263947014127 0.00010304556976999442 -0.002738823120926815 0.0016229697751859577 0.0028826356495622952 -0.00069863329002301476 0.0020019074497935429 0.0023505104975103945 -7.6335445165041975e-05 -0.00051080335490496945
leaf_weight=0.0010153467070104357 0.0010233660770456723 0.0010031740926005053 0.0011168631498859041 0.0011057271695020798 0.0011387390010340051 0.0010853626686992681 0.0010504373992207298 0.0011021997268804143 0.0012060740735752437 0.0010593211508936199 0.0018677057706426589 0.0011131014580314513 0.0015331832446197832 0.0013676996932611013 0.001886209855580738 0.0013295065312455279 0.0011587366989260772 0.0015788245712924356 0.0011262719974284019 0.0019279058708714103 0.0010353158048932443
leaf_count=368 164 266 83 68 200 326 247 156 105 233 103 14 335 347 88 41 20 254 146 301 45
internal_value=0 -9.02145e-05 -2.47722e-05 5.18708e-05 -7.29776e-05 2.4981e-05 0.00012218 2.30326e-05 0.000157229 3.80822e-05 -9.06029e-05 6.14859e-05 0.000261051 -0.00023126 0.000888188 0.00139085 0.000739497 0.00107459 0.00105484 -0.00102101 -0.0017789
internal_weight=0 0.0268077 0.0257924 0.0246755 0.0219909 0.0208522 0.019849 0.0187986 0.0177132 0.016611 0.015405 0.0143456 0.0124779 0.00699038 0.00548755 0.00437445 0.00304495 0.00268455 0.00265946 0.00433092 0.00240302
internal_count=3910 3746 3378 3295 2973 2773 2507 2260 1934 1778 1673 1440 1337 1174 163 149 108 322 481 693 392
is_linear=0
shrinkage=0.00429114


Tree=1328
num_leaves=22
num_cat=0
split_feature=3 1186 130 48 50 158 1 2 12 42 0 2 3 133 49 3 15 0 1 1 3
split_gain=0.000144336 0.000149864 0.00018762 0.000232771 0.000214333 0.000279912 0.00015772 0.000360337 0.000270217 0.000199335 0.000249584 0.000226713 0.000221701 0.000162506 0.000216339 0.000244358 0.000433383 0.000153333 0.000119148 0.000105793 9.18581e-05
threshold=0.30601500000000009 0.085080000000000003 -1.0000000180025095e-35 0.12649500000000002 0.10119500000000002 0.087355000000000016 0.10752500000000002 0.11260500000000001 0.097345000000000015 0.092145000000000019 -0.077944999999999987 0.106035 -0.084129999999999996 0.077945 -0.07107999999999999 0.084925000000000014 -0.095799999999999982 -0.035699999999999989 0.092385000000000009 0.078675000000000009 -0.080664999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 17 10 12 19 -4 14 -14 18 -17 -8 -16 -12 -15
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 20 15 16 -18 -19 -20 -21 -22
leaf_value=-0.0020187397856218457 0.0018790570157674624 0.0017927397373457053 -0.002025455494200426 -0.0020530168402255874 -0.0022212748475014992 -0.0021724001688427494 -0.0019949243971234347 0.0036103572322678064 0.0022856679093187673 -0.0016359776931845391 0.002820560197641282 -0.00047767744021636475 -0.0023453181102231491 0.0024220630277488123 -0.0020361479759895343 -0.00065436519031765775 0.0037667435794073649 0.00071973970143998731 0.00018681750877443947 0.00089726970503088113 0.00026680162746843327
leaf_weight=0.0013762856801576078 0.0010077618191227647 0.0010578194303427759 0.001481786047901148 0.0014640879438143619 0.0010357379493311633 0.0012655529981467758 0.0011968119986814907 0.0011676785967523196 0.0011814954522648691 0.0016164573035667975 0.0018315695653985465 0.001363283205122634 0.001105145595026614 0.0010625394958399814 0.0012822460056554621 0.0012810581949338484 0.0010703101890374711 0.0010081596541976203 0.0012545292044112699 0.001276302745646718 0.0010186851922759921
leaf_count=307 164 89 520 106 408 317 98 141 55 417 132 165 67 131 341 31 50 52 46 176 97
internal_value=0 -9.8453e-05 -0.000177402 -7.16488e-05 5.72837e-05 0.000167237 0.000313832 0.00115374 0.000306682 6.93232e-05 0.000265834 0.0012659 -0.000202071 0.000132545 -0.000296179 0.000167104 0.00135806 -0.000753723 -0.000936809 0.00203073 0.00136714
internal_weight=0 0.0263975 0.0253397 0.0239634 0.0224993 0.0214636 0.0201981 0.00455415 0.00338647 0.0156439 0.0140275 0.00447116 0.0095563 0.00807451 0.00599329 0.00488814 0.00235137 0.00220497 0.00253678 0.00310787 0.00208122
internal_count=3910 3746 3657 3350 3244 2836 2519 346 205 2173 1756 473 1283 763 535 468 81 150 387 308 228
is_linear=0
shrinkage=0.00512831


Tree=1329
num_leaves=22
num_cat=0
split_feature=1186 130 0 16 16 0 52 0 48 1 133 14 2 48 48 4 43 1 16 52 12
split_gain=0.000114239 0.000161883 0.00019073 0.000180039 0.000271169 0.000217255 0.000240968 0.000231067 0.000215753 0.000208366 0.000466649 0.000235544 0.000376522 0.000235174 0.000216695 0.000203566 0.000192455 0.000121428 0.000274955 0.000178077 0.000105508
threshold=0.085080000000000003 -1.0000000180025095e-35 0.18055000000000002 0.26538000000000006 0.42021000000000003 -0.077944999999999987 0.10218500000000001 -0.083934999999999996 0.12649500000000002 0.076710000000000014 0.083815000000000014 -0.22654999999999997 0.10066500000000002 0.087945000000000009 0.016865000000000002 -0.23071499999999998 -0.074904999999999985 0.092550000000000007 -0.17157499999999998 -0.0066199999999999991 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 15 8 9 10 -3 -11 13 17 -14 -7 -6 19 -19 -13 -17
right_child=-2 2 -4 4 16 6 -8 -9 -10 11 -12 12 14 -15 -16 20 -18 18 -20 -21 -22
leaf_value=-0.0016724169612171806 0.0015132502482457328 -0.0034907595891765664 0.0019715743488124557 -0.0029734899800622702 -0.0015508150109559134 -7.8760328866003289e-05 -0.00081194605343818207 -0.0023523582878834737 -0.002169101274451639 -0.0015996774119011953 0.00043012417758621997 -3.8231603390402252e-05 0.00090369416529581786 -0.001544745895972035 0.0038296565712569678 0.0032533309559052365 0.0013728671658109039 0.0014105462284443452 -0.0020621932929818735 0.0022181062890958159 0.0013644515909815925
leaf_weight=0.001362915636457864 0.0010468978357112127 0.0010702138325203144 0.0010593524800787115 0.0011474369247516094 0.0010113235917872387 0.0012424186085955302 0.001356775356100598 0.0010505957685901244 0.0010003800179307918 0.0011307139877876357 0.0018751772030204047 0.0014508158011443681 0.0011407163323965963 0.0014704450450224726 0.0011318907992543537 0.0012409105908420285 0.0010101850791403022 0.0010401232412878825 0.0010074283520129512 0.0017111791303254789 0.0014272132727503051
leaf_count=309 90 399 39 186 88 93 278 561 59 57 422 78 134 76 95 215 178 81 61 140 271
internal_value=0 -8.30708e-05 5.07239e-06 -8.35151e-05 -0.00113395 8.00846e-05 0.000908427 -0.000209255 -4.87641e-05 0.000114041 -0.000994537 0.000437863 0.000695205 0.000128485 0.00236099 0.00150532 -8.97972e-05 0.00060077 -0.000298098 0.00118283 0.00224295
internal_weight=0 0.0259382 0.0245753 0.0235159 0.00316895 0.020347 0.00526732 0.0150797 0.0140291 0.0130287 0.00294539 0.0100833 0.0089526 0.00667999 0.00227261 0.00391054 0.00202151 0.00520955 0.00204755 0.00316199 0.00266812
internal_count=3910 3820 3511 3472 452 3020 857 2163 1602 1543 821 722 665 436 229 579 266 360 142 218 486
is_linear=0
shrinkage=0.00473777


Tree=1330
num_leaves=31
num_cat=0
split_feature=155 453 31 150 4 14 48 158 41 15 128 14 39 376 13 160 159 52 4 15 160 47 52 3 12 49 15 49 4 0
split_gain=0.000921473 0.000827106 0.00110013 0.000633588 0.000579554 0.000745688 0.00072114 0.000555741 0.000610515 0.00060272 0.000622015 0.000578237 0.000528834 0.00100521 0.000690553 0.000556237 0.000531265 0.000521177 0.000758414 0.000794006 0.000703822 0.000525943 0.000443999 0.000545381 0.000426784 0.000407063 0.00035772 0.000551447 0.000479676 0.000314707
threshold=0.10915000000000001 0.096095000000000014 -1.0000000180025095e-35 -0.096549999999999983 0.28937500000000005 -0.46879999999999994 0.11379500000000002 0.085745000000000002 0.078535000000000008 -0.18057999999999996 0.086435000000000012 0.077685000000000018 0.16168500000000002 0.11605500000000001 -0.098524999999999988 -0.10117499999999999 0.081445000000000017 0.10433000000000002 -0.48072499999999996 -0.10312999999999999 -0.081299999999999983 0.09550500000000002 -0.15154999999999999 -0.083144999999999983 0.088965000000000002 -0.053904999999999988 -0.095799999999999982 -0.073619999999999977 0.0057500000000000008 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 8 9 -5 11 12 13 14 16 -16 -11 18 -17 -20 -21 22 -22 25 26 -24 -25 -28 -29 -27
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 17 -18 -19 19 20 21 -23 23 24 -26 29 27 28 -30 -31
leaf_value=0.001400635514583381 -0.0013109374233325173 -0.0012093429660330621 0.00072826013339816762 -0.00097660860956783275 -0.00054545767178145626 0.0011381444232122554 -0.00011330713212615602 -0.00080788618200023895 -0.0010196525688917701 0.00030878571375949005 -0.00088166634502926527 -0.00093480264507541234 0.00098881081527164806 -0.0012396059553137762 -0.00075815437401210572 -0.0011315619697081811 0.0013731272396139418 0.00056425122817612414 -0.00093422832887255359 0.00096718193086383687 -0.00075664340163905056 0.00071522869110221294 0.00094023126301893598 -0.00063736342480957939 -0.0010272848375291017 -0.00020116876649634935 -0.0005859741161951535 -1.9719929043733399e-05 0.00092922864036999438 0.00065606547291417109
leaf_weight=0.0011038136273715518 0.0010862277984354787 0.0011001744517926673 0.0021665168870828025 0.0012841513989657041 0.0012526989636363339 0.0025476434682719642 0.0013985839017465196 0.0020653811882749276 0.0012687654458023436 0.004858966466853242 0.0015120492302814195 0.0011682110163031547 0.0011784804523813355 0.0011723015923905669 0.0018399014374820269 0.0011761126015263764 0.0011342838354257978 0.0032356921423832832 0.0015706423304542227 0.0016799985448724955 0.0016276958121132978 0.0019030292339881063 0.0016825286537436313 0.001776540307282904 0.0010640066008212887 0.0023321508817705783 0.0017695304910096974 0.0027684570810507228 0.0016773851220737157 0.0013123167341220045
leaf_count=110 145 36 56 93 45 259 34 319 118 132 217 53 19 16 309 72 46 205 103 171 209 54 40 25 275 410 71 203 19 46
internal_value=0 -7.93849e-06 1.77128e-05 -1.25603e-05 -4.58193e-05 0.000395817 0.000694617 -9.91428e-05 -6.34339e-05 -3.2893e-05 -1.36688e-06 3.46775e-05 6.63486e-05 3.49126e-05 7.96344e-05 -1.44941e-05 0.000510223 3.90035e-05 -3.70712e-05 2.37504e-05 0.000100543 1.92665e-05 -6.34559e-05 1.49912e-05 -0.000194145 0.000370523 -8.32242e-05 7.51655e-05 0.000338312 0.000107508
internal_weight=0 0.052628 0.0515278 0.050424 0.0482575 0.00519893 0.00394623 0.0430586 0.0409932 0.0397244 0.0384403 0.0369282 0.03576 0.0345815 0.0334092 0.027416 0.00599325 0.0255761 0.0223404 0.0211643 0.0195936 0.0179136 0.0160106 0.0143829 0.00905592 0.005327 0.00799191 0.00621537 0.00444584 0.00364447
internal_count=3910 3765 3729 3619 3563 338 293 3225 2906 2788 2695 2478 2425 2406 2390 2212 178 1903 1698 1626 1523 1352 1298 1089 593 496 318 293 222 456
is_linear=0
shrinkage=0.00140032


Tree=1331
num_leaves=31
num_cat=0
split_feature=31 14 133 160 1429 38 3 4 43 1374 1213 454 150 133 2 130 160 33 158 1374 39 42 1186 1 1 15 52 150 4 133
split_gain=0.0011169 0.000857009 0.000720897 0.000796609 0.000769863 0.000701805 0.00126004 0.000680098 0.000641423 0.000619557 0.000624719 0.00055755 0.000833617 0.000560576 0.000619614 0.000797994 0.000885245 0.000673659 0.000773448 0.000631226 0.000521497 0.000481297 0.000461851 0.00103273 0.000452339 0.000784214 0.000462683 0.000519509 0.000593524 0.00042943
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.11976000000000002 0.30601500000000009 -0.51381999999999983 -0.11652999999999998 0.086000000000000007 -1.0000000180025095e-35 0.088225000000000012 -0.18357499999999996 -0.085714999999999986 0.099015000000000006 -1.0000000180025095e-35 -0.083654999999999993 -0.007134999999999999 0.019155000000000002 -0.094679999999999986 0.083790000000000017 -0.11145999999999999 0.085080000000000003 0.08844500000000001 0.11561500000000001 -0.11739999999999999 -0.089799999999999977 0.082590000000000011 -0.082054999999999975 0.10304500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 10 -9 12 -12 22 15 -15 -17 -18 19 -19 29 -21 23 -14 25 -23 -27 28 -28 -16
right_child=1 -3 3 4 5 -7 -8 9 -10 -11 11 -13 13 14 20 16 17 18 -20 21 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012191924530533622 -0.00091522595963199212 -0.001075891976233785 -0.00099135947437312914 -0.00099629991108165453 0.00014818114533394358 -0.00096846244546289879 0.0014283956664004525 -0.0007217006456361572 -0.0013703846031913965 -0.00082429112301324184 0.0014018461025367369 -0.00079183982953888541 -0.00057632194011411251 -0.00094485771443299455 0.00013616059687956452 -0.0012555571916746449 -0.0010401612348857506 -0.00056791587544874529 -0.0010248064045716306 -0.00050148959494759979 0.001204895032481593 -0.00084527632094561508 0.0013681628609163734 0.0012056260530085223 0.001129279273203902 -0.00021154364137621458 0.00089655782321066085 0.0010627529088274655 1.4573066141335262e-05 0.0010186458052277108
leaf_weight=0.0014062107750640864 0.0018458221858776982 0.0016750832513734428 0.0016230245367935261 0.0014599599331172044 0.0010035076720100733 0.001325364522159588 0.0013833692059572735 0.0017353177805701217 0.0013059094244596203 0.0014762517050563853 0.0011133816890378503 0.0012329470451817306 0.0013189392791699275 0.001865622834194002 0.0088391751955039233 0.0010353835397461921 0.0010022718783773135 0.0017906739051269929 0.0010550244154107205 0.0013071426660918309 0.0013139629752638724 0.0010869312623198362 0.001267459190059661 0.0013352190847601975 0.0015622510525059577 0.0019435514468023581 0.0024485091790036207 0.00285911107271275 0.0042730646053029484 0.001288995274190464
leaf_count=113 226 124 275 163 15 24 141 523 35 87 11 36 122 138 372 169 31 31 118 34 157 69 21 35 48 150 136 74 335 97
internal_value=0 -6.99868e-05 -3.82536e-05 -6.66998e-06 2.55323e-05 5.65029e-05 8.55024e-05 4.46381e-05 -0.000710524 8.50538e-05 0.000117266 0.000153717 0.000183837 0.000147764 8.824e-05 -5.07693e-05 3.11419e-05 0.000100067 0.000162427 0.00023495 0.000358304 0.000327819 0.000658843 0.000320117 0.000404302 0.000314493 0.000423879 0.000552782 0.000335859 0.000248473
internal_weight=0 0.0547732 0.0530981 0.0512523 0.0496293 0.0481693 0.046844 0.0454606 0.00230942 0.0431512 0.0416749 0.0399396 0.0387067 0.0375933 0.0336717 0.0222295 0.0203639 0.0193285 0.0183263 0.0172712 0.0114421 0.0154806 0.00392162 0.00265416 0.0141734 0.0126112 0.0115242 0.00958068 0.00672157 0.0101282
internal_count=3910 3797 3673 3447 3172 3009 2985 2844 50 2794 2707 2184 2148 2137 1959 1333 1195 1026 995 877 626 846 178 157 812 764 695 545 471 469
is_linear=0
shrinkage=0.00142833


Tree=1332
num_leaves=31
num_cat=0
split_feature=31 14 1429 4 480 133 1213 1374 133 3 52 52 4 123 124 1 47 13 1 1 52 49 0 12 16 2 2 133 42 48
split_gain=0.000751682 0.000457457 0.000481602 0.00055339 0.000662906 0.000546555 0.000460133 0.000478642 0.000416931 0.000424322 0.000534191 0.000603889 0.000491761 0.000418177 0.000515186 0.000528488 0.000493119 0.00046132 0.000472692 0.000466844 0.000448184 0.000367229 0.000391728 0.000592931 0.000543972 0.000458703 0.000449233 0.000489995 0.000393963 0.000319342
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -1.0000000180025095e-35 0.087785000000000016 -0.16268499999999997 -0.15464999999999998 0.16064500000000001 0.13709500000000002 -0.44477499999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.12485500000000001 0.10887000000000001 0.16421000000000002 0.10471000000000001 0.092550000000000007 -0.080899999999999986 -0.085974999999999982 -0.10071499999999999 0.097955000000000014 -0.057604999999999996 0.086545000000000025 0.085155000000000022 0.086975000000000011 0.085195000000000007 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 12 11 13 -10 14 -11 16 17 18 19 21 -20 -16 24 26 25 -23 -24 28 -28 -27
right_child=1 -3 3 -5 -6 6 7 -9 9 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.0010770625663256868 -0.00091899197971839709 -0.00086112609982349575 -0.00085141439666817204 0.00092244770099602193 -0.0010589495568336725 -0.00068631787363280128 0.00089905597510385948 -0.000839665366206723 -0.00019102605775445048 -0.00078638206865207564 -0.0005900576843862592 0.0010150886151431807 0.00086748081698062455 0.00058727833414995976 -0.00050519048762274414 0.00062752195104027314 -0.00084709960268121215 -0.00078600082746490304 -9.7983506870466647e-05 -0.00063627987788750879 0.00095239794346871473 -0.00059239209224724225 -0.00088331804182520141 0.00076468771502188047 0.001023121824343391 0.00082138427625784807 -0.00015092844410862947 -0.00079489258011181216 0.00071667183619464358 -9.1073036651440143e-05
leaf_weight=0.001015311173370447 0.0010793394304501871 0.0012409264423938185 0.0013394147979279838 0.0010438971043332237 0.0011043756463705581 0.0016030065399021678 0.0010055611579442561 0.0010567693683173332 0.0011940054156163171 0.0015177849513765542 0.0025391876645881042 0.0010674965616885848 0.0021231267143380006 0.001989796093120332 0.0018944074721107826 0.0021706225309925378 0.0012877278966048058 0.0012438189495823085 0.0011819234751442309 0.0020279560775648955 0.0017614576885422997 0.0011280946522944646 0.0014441340354352187 0.0012304685492213752 0.0016369910802253983 0.0014801539748603432 0.0024050401379084874 0.0011754417448870957 0.0014673050180997738 0.00121695894745244
leaf_count=113 178 124 211 142 224 548 34 83 45 53 296 23 81 152 64 97 83 80 41 115 81 22 307 109 24 37 169 295 63 16
internal_value=0 -7.1159e-05 -4.85801e-05 -2.63898e-05 -5.03766e-05 -2.26612e-05 5.91189e-06 3.57041e-05 6.12658e-05 3.73217e-05 -9.4319e-06 4.08388e-05 0.00048647 4.03747e-06 -4.01391e-05 5.61939e-06 -5.41593e-05 -6.2076e-06 4.21667e-05 -4.18743e-05 0.000530614 3.80665e-05 0.000116124 -7.51669e-05 0.000386568 0.000114156 -0.000234352 -4.86872e-05 0.000177822 0.000409676
internal_weight=0 0.0446572 0.0434163 0.0423369 0.041293 0.0401887 0.0388492 0.0372462 0.0361895 0.0351839 0.0318668 0.0293276 0.00331713 0.0282601 0.0262703 0.0247525 0.0225819 0.0212942 0.0200503 0.017107 0.00294338 0.015079 0.0131846 0.00772239 0.0054622 0.00382521 0.00649192 0.00504779 0.00387235 0.00269711
internal_count=3910 3797 3673 3495 3353 3129 2918 2370 2287 2253 2127 1831 126 1808 1656 1603 1506 1423 1343 1221 122 1106 1042 943 99 75 834 527 232 53
is_linear=0
shrinkage=0.00131955


Tree=1333
num_leaves=31
num_cat=0
split_feature=31 14 155 1365 1213 4 43 0 43 1 403 52 454 150 160 133 1374 133 123 1186 457 160 1 49 130 2 160 474 2 16
split_gain=0.000829189 0.000633074 0.000640822 0.000567637 0.000543488 0.000537877 0.000904549 0.000614502 0.000672953 0.000534246 0.000510761 0.000485358 0.00047865 0.000631433 0.000684692 0.000396301 0.000354122 0.000378521 0.000473851 0.000495385 0.000362542 0.000643573 0.000430372 0.000752388 0.000752484 0.000690703 0.000644455 0.000907336 0.000298822 0.000316061
threshold=-1.0000000180025095e-35 0.077685000000000018 0.10222000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.51381999999999983 -0.17307499999999998 -0.017269999999999997 -0.34918499999999997 0.10786000000000001 -1.0000000180025095e-35 0.11588000000000002 0.088225000000000012 -0.15013499999999999 -0.217635 0.084630000000000025 -0.094679999999999986 -0.23133499999999999 1.0000000180025095e-35 0.085080000000000003 0.096725000000000019 0.094340000000000021 0.12958500000000003 -0.085974999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.11043500000000002 0.0032450000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -7 11 -10 15 13 -12 -15 -9 -16 -18 19 20 21 22 23 -19 -25 -26 27 -27 29 -28
right_child=1 -3 -4 -5 5 7 -8 9 10 -11 12 -13 -14 14 16 -17 17 18 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.0012733217976428251 -0.00075196345842075071 -0.0010699232247397428 -0.0011570678732903935 -0.0010587723349227613 0.0003901522554612007 -0.000875248532093528 -0.0013706922393269727 0.00023435730756613153 -0.00087768109744173681 0.0014511021163269844 0.0011261153882730752 -0.00040392225909883605 -0.0008717616787694034 -0.00097734280763106572 -0.00042605024323505501 0.0011955409052163356 -0.00066964876505156649 -0.00075816567100109387 0.0011066172670203727 0.0011223938712016193 0.00079775143477858019 -0.00086059460562983763 0.00066912446129601972 -0.00092931901367752099 -0.00048429968309150078 -0.00096831353250994678 0.00085225508149872889 0.00081637725791397465 -8.4768494241949463e-05 -1.3433002978787064e-05
leaf_weight=0.0010155522447692902 0.0018512671379674042 0.0012748121308387974 0.0010459304728841481 0.0010576910739752412 0.001101715457480168 0.0017047350436644173 0.0014139063471048088 0.0024879605815648692 0.0011785946590215359 0.0010640096021430345 0.0012997785749462301 0.0014355825325402805 0.0010415622630866031 0.0012259604321585007 0.0021967557636060056 0.0014359643418337953 0.0010579655678495383 0.0021059769108409112 0.0012169939779465002 0.0011131637976751199 0.0015849369731562027 0.0014515868526486777 0.0028383665022788654 0.0011984801866120618 0.0021151158293415276 0.0014518994231548102 0.0062026873011981135 0.0010361350650256451 0.0011088655435571582 0.001046142000372674
leaf_count=113 574 124 179 73 10 114 52 98 524 94 21 20 38 274 61 27 181 82 138 23 56 185 78 62 57 244 132 97 64 115
internal_value=0 -5.68787e-05 -2.9442e-05 -3.81571e-06 2.09989e-05 5.41884e-05 -0.000599531 9.46944e-05 1.69878e-05 0.000508125 6.38305e-05 0.000320918 9.92915e-05 0.000132726 8.81268e-05 0.000586103 0.00013524 0.00018354 0.000220428 0.000174048 0.000126367 7.45988e-05 0.000145659 5.43123e-05 0.000175156 0.000277286 0.000425809 -0.000225084 0.000619575 0.00072732
internal_weight=0 0.0483445 0.0470697 0.0460238 0.0449661 0.0431148 0.00251562 0.0405992 0.0341757 0.00642352 0.032471 0.00535951 0.0312924 0.0302508 0.028951 0.00392392 0.0277251 0.0255283 0.0244704 0.0232534 0.0221402 0.0205553 0.0191037 0.0162653 0.0141593 0.0129608 0.0108457 0.00248803 0.00835769 0.00724883
internal_count=3910 3797 3673 3494 3421 2847 62 2785 2546 239 2432 145 1908 1870 1849 125 1575 1514 1333 1195 1172 1116 931 853 771 709 652 341 311 247
is_linear=0
shrinkage=0.00145689


Tree=1334
num_leaves=31
num_cat=0
split_feature=31 14 151 1429 4 480 133 375 155 1213 1374 1374 1 0 43 130 13 43 12 43 403 16 12 13 2 0 43 44 39 43
split_gain=0.00135659 0.000875621 0.000904813 0.000832984 0.00101735 0.000991126 0.000759265 0.000704446 0.000696159 0.000733821 0.000675744 0.000727065 0.000688663 0.000781581 0.000602966 0.000756985 0.000570616 0.000571756 0.000828693 0.00075398 0.000566397 0.000519929 0.000720029 0.000502857 0.000497255 0.00048767 0.000701628 0.000509846 0.000496322 0.000484368
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.52174999999999983 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.083605000000000013 0.10222000000000002 -1.0000000180025095e-35 0.089520000000000016 -0.094679999999999986 0.10752500000000002 -0.23029999999999998 0.0016850000000000001 -0.0015749999999999998 0.019675000000000002 -0.15426499999999996 0.095295000000000019 -0.089949999999999988 -0.088229999999999989 -0.014099999999999998 0.089995000000000006 0.17936000000000002 0.088485000000000022 -0.017269999999999997 -0.26007999999999992 0.088980000000000017 0.005105000000000001 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 20 11 -11 13 -13 15 -15 17 -17 19 -19 -8 22 24 -18 -16 26 -14 28 -28 -21
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 12 25 14 21 16 23 18 -20 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011672158906045566 -0.0012743635020720002 -0.0009853788700475946 -0.0010306557432605632 -0.00087606868980809544 0.0011480218726206577 -0.001107167172273145 3.3370329884367863e-05 -0.0010457208891404889 -0.00099600345303141693 -0.00048884479279358132 -0.00091063338279093642 0.00076299653984762835 -0.00055047433606733977 -0.00093384373798293665 -6.7178915496723989e-05 0.00074187062941498123 0.00074588191906865982 -0.0010079344230911741 -0.0010236588628371457 0.00037090358140746027 -0.0013195931293937724 0.0010984596504703414 -0.00050142967641051989 -0.00019430617552836335 0.0010691789440076792 0.0013197969696574381 0.00046844832638858326 -0.00029480052943990572 0.0013196910879400394 -0.00017349807855058624
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leaf_count=113 64 124 178 211 140 224 101 41 104 53 62 51 10 161 36 39 100 164 136 359 439 34 116 72 28 63 186 19 77 405
internal_value=0 -7.42147e-05 -4.58459e-05 -2.3427e-05 2.20608e-06 -2.60141e-05 3.84069e-06 3.2718e-05 5.52956e-05 7.86628e-05 0.000113871 0.000138777 0.000183585 8.441e-05 2.02294e-05 -7.70841e-05 -9.31719e-06 -0.000120283 -0.000189481 -7.75027e-05 -0.000673173 0.000398152 0.000177008 0.000416287 0.000592959 0.000471346 0.000378414 0.000513917 0.000643511 2.61017e-05
internal_weight=0 0.0589835 0.0572025 0.0561774 0.0547832 0.0534664 0.0520296 0.0503764 0.0493433 0.0482704 0.0461111 0.0450167 0.042017 0.0312477 0.0285476 0.022702 0.0210379 0.0166872 0.0154473 0.0136191 0.00215934 0.00584567 0.00444274 0.00435075 0.00275416 0.0107693 0.00970619 0.00847054 0.00730064 0.0122546
internal_count=3910 3797 3673 3609 3431 3291 3067 2856 2815 2711 2171 2109 2056 1701 1650 1436 1275 1103 1064 928 540 214 180 172 64 355 292 282 263 764
is_linear=0
shrinkage=0.00131955


Tree=1335
num_leaves=31
num_cat=0
split_feature=158 31 156 156 4 1348 14 11 1213 1374 1456 1 0 52 475 1212 3 4 2 2 48 3 16 0 52 151 42 160 3 2
split_gain=0.00102431 0.00128421 0.000978219 0.000772902 0.00102713 0.000906766 0.000860598 0.000701642 0.00073352 0.000757462 0.000679058 0.000722716 0.000703621 0.000941647 0.00048248 0.000598734 0.000698273 0.000773068 0.000571449 0.000559096 0.000768908 0.000974177 0.000934126 0.000469722 0.000400758 0.000814196 0.000496502 0.000488942 0.000341488 0.000592875
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11896500000000002 0.50657000000000008 0.090050000000000005 0.077685000000000018 0.088315000000000018 -0.082704999999999987 0.09309000000000002 -1.0000000180025095e-35 0.10471000000000001 -0.017269999999999997 -0.37613999999999997 -0.083559999999999982 1.0000000180025095e-35 -0.15464999999999998 -0.48072499999999996 0.11339500000000001 0.086650000000000019 0.084500000000000006 -0.089974999999999986 -0.078844999999999985 -0.10071499999999999 0.11401500000000002 -0.083559999999999982 -1.0000000180025095e-35 0.090010000000000021 0.10666500000000002 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 10 -10 14 13 -13 -12 16 17 -16 19 20 21 -18 -23 -24 25 -21 -27 -26 29 -15
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 11 12 -14 28 15 -17 18 -19 -20 24 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0015161852754803961 -0.0014250683818134212 -0.001515826983717429 -0.0012213181017995431 -0.0011487742334369308 0.0011578277251539377 0.0012693931700035145 -0.0012095643522767364 -0.00089959879680994131 -0.00093875014142685029 -0.0012594625210075867 0.00081601774430227925 -0.00081640251843163934 0.0015159954690884413 0.00030537972440065772 -0.00024534131079787793 -0.0011251984748571896 -0.0013661357909217084 0.0013230790159012864 -0.00080934853804275314 -0.00077369504036799348 -0.0014344604168760769 0.00070464752204621212 -2.3153668077740007e-05 -0.0012607176770284693 -0.00091208572655444549 -0.00028879531493222808 0.00051752243147619567 0.00037540952623201776 0.00019884567814574955 0.0013933192783162948
leaf_weight=0.0012327836971055542 0.0012071908468176953 0.0010235888621361868 0.0010897618512552545 0.0013628391516449226 0.0017254542967318756 0.0012064077218081328 0.0014540918797711902 0.0020347235329936089 0.0015033056188312457 0.0010151329915117904 0.0015017633725384885 0.0015464128670714681 0.0011759736223830872 0.0028149480777628355 0.0012307182299764463 0.001174559691482612 0.0012594404628787359 0.0017468050200122208 0.0023707783001145613 0.0016075178633134799 0.0012699302044327232 0.0029599049349979811 0.0018386331208830597 0.0011424623269037475 0.0016682881029003163 0.0021319658752183565 0.009910974160081798 0.0011412707829165925 0.0056372511706737072 0.0019466756232189297
leaf_count=110 167 191 323 117 156 48 109 58 221 48 144 30 57 56 12 268 110 35 120 91 92 197 13 221 152 213 288 18 148 97
internal_value=0 -1.48053e-05 -4.70728e-05 -2.09122e-05 6.48448e-06 -3.00474e-05 -5.95294e-05 -2.7196e-05 8.53145e-06 3.61115e-05 6.37532e-05 9.64613e-05 0.000397308 0.000287177 -2.3323e-05 -6.33981e-05 -2.22091e-05 0.000674794 -9.82258e-05 -3.06009e-05 -0.000347026 -0.000155236 0.000101464 -0.000497432 0.000132232 0.000239532 0.00037478 -0.000389092 0.00045129 0.000750158
internal_weight=0 0.0597244 0.0584916 0.057468 0.0561052 0.0543797 0.0531733 0.0517192 0.0496845 0.0485947 0.0475796 0.0460763 0.0131213 0.0119453 0.032955 0.0314532 0.0302787 0.00297752 0.0273012 0.0249304 0.00847037 0.00720044 0.005941 0.0029811 0.01646 0.0136505 0.0120429 0.00280956 0.0103989 0.00476162
internal_count=3910 3743 3633 3442 3325 3169 3121 3012 2954 2631 2583 2362 388 331 1974 1830 1562 47 1515 1395 633 541 431 234 762 592 501 170 301 153
is_linear=0
shrinkage=0.00151575


Tree=1336
num_leaves=31
num_cat=0
split_feature=31 158 155 375 40 128 1365 133 480 133 401 3 38 3 16 1374 150 160 41 4 43 474 15 12 160 13 49 15 160 1
split_gain=0.00114789 0.000945098 0.000932379 0.00068309 0.000777152 0.000682014 0.000712825 0.000680514 0.000658327 0.000538298 0.00106479 0.000543981 0.000849162 0.00119175 0.000711169 0.000655105 0.000557281 0.000817685 0.00055989 0.000553726 0.000581381 0.00045216 0.000508122 0.000649032 0.000522833 0.000483083 0.00058621 0.00045988 0.000509321 0.000602784
threshold=-1.0000000180025095e-35 0.11015500000000002 0.10915000000000001 0.083605000000000013 -0.14724499999999999 0.086435000000000012 1.0000000180025095e-35 -0.26719999999999994 0.086640000000000009 -0.15498499999999996 0.087020000000000014 -0.15464999999999998 0.11100500000000002 0.31335500000000011 0.061570000000000007 0.086000000000000007 -0.20684999999999998 -0.10117499999999999 0.080335000000000018 0.074650000000000008 -0.08768999999999999 0.087350000000000025 -0.095799999999999982 0.10129000000000001 0.090010000000000021 0.11596500000000001 -0.085974999999999982 -0.089594999999999994 1.0000000180025095e-35 0.10232500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 -9 11 14 13 15 -11 16 -13 -18 19 21 -21 22 24 25 -19 26 -24 -28 29 -29
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011348126140974864 0.00094655051011944299 -0.0013131233242631283 -0.0012899902786538645 -0.0011180690855409846 -0.00083838494641495353 -0.00079943116187587422 -0.00095897280405865396 0.00087682882668357691 -0.00076958070224996116 0.0010703990878839079 -0.0011661192434098975 0.00089448667922257348 -0.001186779335048822 0.0013729432001379975 -0.00010062851310932678 -0.00093217945575632568 -0.00083393677055056082 -0.00069213849381443392 -0.00078146559125256683 -0.00015503592157525487 0.00066166428727512769 -0.00088298541107426976 -0.00050244479435318902 -0.00069366437749909023 0.00039482055052154203 0.0010890210978599098 0.00088274979893830153 0.00014844401117174752 -0.00046609422924394166 0.0010701847381621122
leaf_weight=0.0015406260333779001 0.0016003395669770262 0.0011227659482342936 0.0011055017218404286 0.0010422357321249178 0.0016330572635999676 0.0020574538639928077 0.0014022381950731235 0.0015957794569159125 0.0017284222918027272 0.002347376064060199 0.0012854014957486273 0.0014975834005497282 0.0010145710606508365 0.0013095364213444585 0.0016748508972810328 0.0012607704226568197 0.001910826914694185 0.002900936658133727 0.0013346907771278884 0.0022770685782947941 0.0058979659276872098 0.0010015248937008106 0.0021127930982380852 0.0015533585849755163 0.0011706076240685093 0.0011588746181487855 0.0020004541840812256 0.0081923739970297983 0.0019704866191156975 0.0015980445266166052
leaf_count=113 55 166 141 47 165 250 72 72 223 91 234 18 20 92 34 76 283 115 50 56 193 151 67 111 23 33 72 726 124 37
internal_value=0 -6.56506e-05 -4.13492e-05 -1.69305e-05 3.75247e-06 -2.42468e-05 6.52533e-06 3.3373e-05 6.25492e-05 9.31079e-05 6.56031e-05 0.000101436 5.32293e-05 8.53658e-05 0.000582784 4.08044e-05 7.43416e-05 3.93292e-05 8.96367e-05 0.000126159 0.000434181 1.97277e-05 5.96293e-05 0.000155853 -0.000379627 0.000233327 0.000170857 0.00027423 0.000170725 0.000298895
internal_weight=0 0.0587579 0.0576351 0.0565296 0.0554874 0.053887 0.0518296 0.0504274 0.0487943 0.0470659 0.0454701 0.0441847 0.0401625 0.0391479 0.00402223 0.0378384 0.0365776 0.03508 0.0331692 0.0318345 0.00817503 0.0236595 0.0226579 0.0185864 0.00407154 0.017033 0.0158742 0.0137614 0.0117609 0.00979042
internal_count=3910 3797 3631 3490 3443 3388 3138 3066 2901 2678 2606 2372 2247 2227 125 2135 2059 2041 1758 1708 249 1459 1308 1170 138 1059 1026 959 887 763
is_linear=0
shrinkage=0.00137286


Tree=1337
num_leaves=31
num_cat=0
split_feature=156 151 4 480 31 1213 1374 156 1348 11 49 121 457 484 374 376 12 48 1 33 51 47 16 12 43 403 484 160 150 2
split_gain=0.00117267 0.00119014 0.00140052 0.00121247 0.00138337 0.00103378 0.00107079 0.000929529 0.00096714 0.00124455 0.000862605 0.000949834 0.000754839 0.000847481 0.000885383 0.000969671 0.000835143 0.000884473 0.000996423 0.000767703 0.000652015 0.000732346 0.00115257 0.000636744 0.000603633 0.000565176 0.000853456 0.000589402 0.000695847 0.000463112
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.28937500000000005 0.08456000000000001 -1.0000000180025095e-35 -0.082704999999999987 0.09309000000000002 0.10691500000000002 0.084895000000000012 0.08184000000000001 0.11651500000000002 1.0000000180025095e-35 -0.098834999999999992 -0.0043499999999999988 0.086350000000000024 0.087570000000000009 -0.023959999999999995 -0.084204999999999988 0.13026000000000001 -0.007134999999999999 0.11024000000000002 0.096475000000000019 -0.53943499999999989 0.11655500000000001 -0.049504999999999987 -0.092224999999999988 0.09129000000000001 0.099550000000000013 0.10871000000000001 0.10910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 10 11 12 -7 -14 15 16 24 -18 19 -19 21 -4 -23 25 -15 -21 27 29 -29 -27
right_child=1 2 20 -5 5 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 17 18 -20 23 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0013729782338872162 -0.0013439526396139764 0.001373203676855992 0.001078840147746306 -0.0013729785993177061 -0.0013729206421543452 0.00095138592178138485 -0.0012486944277897774 -0.0012643888375996096 0.0011972716093393569 -0.0013729431612785978 0.0007011142041323784 -0.0013085216531540319 -0.0009016513492152283 -1.746412481660541e-05 -0.0012177768572538654 0.0012012859007205557 -0.0011421932353994492 -0.0010736391109577403 0.00097150784062346074 -0.00081508864390101633 -0.00038600581074030061 0.0010764172003627816 -0.00088962180579655258 -0.00099912722340640692 -0.0010324720781238466 0.00020936087360494746 -0.0010711444347323365 -0.0010798109589428603 0.0002655440422658063 0.0010006924409288452
leaf_weight=0.0012541072570776404 0.0012822284276694509 0.0012622217006774674 0.0040285654868872358 0.0013322518635618943 0.0011418652019477551 0.0014909517300019095 0.0013791144754335951 0.0011161368058093526 0.0012451257854735323 0.0012636173386386665 0.0031602110969755062 0.0010859890749870251 0.0020607424874674587 0.0020340443496458249 0.0010992489171712796 0.0012920810601357849 0.0011181450882062896 0.0011312148349986719 0.0023026141365569677 0.001197090477194295 0.001174392771275734 0.001132514425492559 0.0011156230498805542 0.0010055290642108075 0.0024159351300596646 0.025353215990246314 0.0010481420489518714 0.0014313768480729286 0.0014674397825729102 0.0014749608986783782
leaf_count=197 65 58 344 208 345 49 46 152 41 75 108 22 322 92 12 21 37 23 41 346 19 17 25 56 62 881 108 55 9 74
internal_value=0 -3.35416e-05 -8.96233e-06 -7.7691e-05 -4.87259e-05 -7.95036e-05 -5.36713e-05 -2.41326e-05 1.18476e-06 -2.66874e-05 5.92117e-06 -3.89067e-05 -1.01356e-05 -4.10107e-05 -1.03957e-06 2.98696e-05 -6.18503e-06 6.04924e-05 9.74251e-05 3.84178e-05 0.000552862 0.000728528 0.000100784 7.6564e-05 -0.000568521 0.000110395 0.000146394 0.000189323 -0.000398765 0.000252867
internal_weight=0 0.0696426 0.0683604 0.0609093 0.059577 0.0583148 0.0571729 0.0557938 0.0546777 0.0534326 0.0521689 0.0490087 0.0479227 0.0464318 0.044371 0.0432718 0.0419797 0.0375297 0.0364116 0.034109 0.0074511 0.0062767 0.00224814 0.0329778 0.00444998 0.0319722 0.0307751 0.029727 0.00289882 0.0268282
internal_count=3910 3713 3648 3243 3035 2977 2632 2586 2434 2393 2318 2210 2188 2139 1817 1805 1784 1630 1593 1552 405 386 42 1529 154 1473 1127 1019 64 955
is_linear=0
shrinkage=0.00137286


Tree=1338
num_leaves=31
num_cat=0
split_feature=14 52 157 1 1213 453 1374 475 133 1456 42 123 42 159 133 13 16 16 1447 39 49 133 132 3 0 16 1 48 52 16
split_gain=0.000630486 0.000559146 0.000522306 0.000605332 0.000564749 0.000589573 0.000515949 0.000513421 0.000509856 0.00046815 0.00046716 0.000918479 0.000611321 0.000533418 0.000446362 0.000396336 0.000584066 0.000631065 0.000654982 0.000539214 0.000455807 0.000373229 0.000475824 0.00034359 0.000316406 0.000310004 0.000373459 0.000583432 0.000322453 0.000431867
threshold=0.077685000000000018 -0.51745999999999992 -0.062769999999999979 0.11052000000000002 -1.0000000180025095e-35 0.089075000000000015 0.090240000000000015 -0.06890499999999998 -0.26719999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083745000000000014 -0.086109999999999978 0.10519500000000001 -0.084614999999999982 -0.52445999999999982 0.25185000000000007 0.16388500000000003 -1.0000000180025095e-35 0.005105000000000001 0.090445000000000011 -0.086869999999999989 0.080815000000000012 -0.15327499999999997 -0.11077499999999998 1.0000000180025095e-35 0.094695000000000015 0.11379500000000002 0.085110000000000019 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 6 8 24 -6 -10 12 13 21 14 -12 -16 17 18 -17 20 23 -11 -23 -20 -3 26 28 -28 29 -25
right_child=-2 2 4 -5 5 -7 -8 -9 9 10 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00091709008543243713 -0.00089091050662840239 0.0010831077082098467 -0.0009663153200506516 0.0012761455008881472 -0.0007551741488985434 -0.0010131750682708619 -0.00085062633127189105 -0.00061188368614747133 -0.00073019999588184949 0.00072035295360169571 0.00088173463909084037 0.0013460152965308393 -0.0010837666525244035 -0.00078069927192250485 -0.00060098154184008159 -0.00082342688722698767 0.00083860157172186616 -0.00072027416967042476 0.00083251730975207995 0.0011419204430567467 0.00070503791254621963 -0.00044720997515496807 0.00061012839951162098 0.00016282603011918856 5.8348242072322295e-05 0.00065214035784543921 0.00058296974818463731 -0.00058854894008291943 -0.00078655350261194756 -0.00055651157085178965
leaf_weight=0.001179227598201992 0.0014930941367046193 0.0010092783146546935 0.0011258101656891608 0.001200268740049637 0.0013552540498021895 0.001012584120534398 0.0011753282929065625 0.0010590390507418937 0.0012296478674971153 0.001009514341435036 0.0015336757151849225 0.0011915656656845122 0.0011897631297559377 0.0010971514428976805 0.0012632543898307693 0.0011303160686341176 0.0021657728267925327 0.0015561246110618035 0.0010283312765388799 0.0011090723495992263 0.0024948835065745625 0.0031829818223596401 0.001017507248122218 0.0044126806085533635 0.0011886676458500167 0.0012937507225121445 0.0030820256325792003 0.00102661279925087 0.0014350360055290778 0.0023000265968479454
leaf_count=270 126 22 559 78 187 50 60 116 215 32 85 208 266 124 24 136 61 39 41 57 63 177 57 84 215 70 156 11 153 168
internal_value=0 -2.22319e-06 2.18172e-05 0.000459077 -2.64025e-05 5.27673e-07 2.7342e-05 0.00015797 5.51523e-05 8.58714e-05 0.000114941 0.000189637 -0.000213269 0.000138468 0.000177508 0.000133058 0.000173314 0.00010427 0.000170708 0.000232508 0.000173433 -1.44807e-05 -0.000191085 8.24574e-05 0.000528909 2.55347e-05 -4.06081e-05 0.000290246 -0.000207447 -8.36462e-05
internal_weight=0 0.0460552 0.0448759 0.00445725 0.0404187 0.0392929 0.0382803 0.00325699 0.0371049 0.0357497 0.03452 0.0281203 0.00639977 0.0269287 0.0258316 0.0242979 0.0230346 0.0208689 0.0193127 0.0181824 0.0170733 0.00521 0.00420049 0.0145785 0.00219795 0.0135501 0.0122564 0.00410864 0.00814774 0.00671271
internal_count=3910 3784 3514 431 3083 2524 2474 353 2414 2227 2012 1480 532 1272 1148 1063 1039 978 939 803 746 266 234 683 237 642 572 167 405 252
is_linear=0
shrinkage=0.00134594


Tree=1339
num_leaves=22
num_cat=0
split_feature=1213 52 14 157 1 1374 150 15 403 12 52 39 42 160 151 3 49 15 4 1 4
split_gain=0.000249387 0.000249374 0.000188686 0.000301941 0.000227771 0.000158826 0.000242767 0.000218884 0.000202423 0.000249421 0.000239672 0.000291034 0.000314214 0.000325339 0.000427716 0.000404739 0.000322713 0.000424023 0.000231235 0.000115046 0.000240763
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.064610000000000015 -0.062769999999999979 0.090540000000000023 -0.095439999999999983 0.084800000000000014 -0.088379999999999986 0.03138500000000001 0.088325000000000015 -0.18817999999999999 0.084535000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084925000000000014 0.089635000000000006 -0.10312999999999999 -0.23071499999999998 0.095575000000000007 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 8 -8 10 -10 -7 12 -12 15 -15 -14 17 -16 -19 20 -20
right_child=1 2 -4 5 -6 6 7 -9 9 -11 11 -13 13 14 16 -17 -18 18 19 -21 -22
leaf_value=-0.0027128384662039214 -0.002553549979211756 0.00014024764599956856 -0.0021682922818108304 -0.001778861152180296 0.0035885203472685728 0.0016037610792871534 0.0031439582270608784 0.00019988440721812464 -0.00081428571464955697 0.0026551965887790978 -0.0036026796140334006 0.0015220463191293297 -0.004924681605011378 -0.003023780354007197 -0.0028294816236021808 -0.00045943134458651118 0.0032395727291367883 -0.0010858437357911962 0.0028095362765233147 0.0028884939589141007 -0.00045090896350075761
leaf_weight=0.0010375591113984386 0.0010845688972824221 0.0010270701051398315 0.0010324025402514972 0.0013607998150249037 0.0013878899233832342 0.0018531449621201823 0.0014959586865546104 0.0016217343260749853 0.0010232243572889646 0.0016981057666243249 0.0011300014273123099 0.0018962686157837092 0.001058630775289956 0.0012998010461795504 0.0013461936077422375 0.00152885565866967 0.0010744442759954009 0.0017038151873487416 0.0011228509743908509 0.0010948486898891829 0.0018439749321872596
leaf_count=592 345 265 114 34 148 114 99 179 95 114 447 224 419 97 63 72 63 32 203 72 119
internal_value=0 5.74229e-05 0.000160024 0.000250501 0.00212199 6.33756e-05 0.000173367 0.00161254 -5.46925e-05 0.00135067 -0.000280286 -0.00051151 -0.000803568 -0.000541588 -6.56752e-05 -0.00228632 0.000404016 -2.43849e-05 0.000630582 0.0013506 0.000783068
internal_weight=0 0.0286846 0.0276 0.0265676 0.00241496 0.0241527 0.0227919 0.00311769 0.0196742 0.00272133 0.0169528 0.0150997 0.0132034 0.0120734 0.00948593 0.00258749 0.00818613 0.00711168 0.00576549 0.00406167 0.00296683
internal_count=3910 3318 2973 2859 413 2446 2412 278 2134 209 1925 1811 1587 1140 649 491 552 489 426 394 322
is_linear=0
shrinkage=0.00555105


Tree=1340
num_leaves=23
num_cat=0
split_feature=1213 52 1456 0 15 52 151 4 0 16 3 0 15 15 133 43 49 2 16 13 3 3
split_gain=0.000207171 0.000206518 0.000172516 0.000165345 0.000350571 0.000476264 0.000279062 0.000241905 0.000262057 0.000381913 0.000240134 0.000352379 0.000298405 0.000335886 0.000191533 0.000182345 0.000186259 0.000178516 0.000261568 0.000174715 0.000157229 0.000146814
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.077944999999999987 -0.03231499999999999 0.11401500000000002 0.085710000000000022 -0.51381999999999983 -0.017269999999999997 0.054425000000000008 -0.089974999999999986 -0.10575999999999998 -0.0089749999999999986 -0.089594999999999994 -0.083144999999999983 -0.07526999999999999 0.0037600000000000003 0.086650000000000019 -0.095109999999999986 -0.0064299999999999991 0.084925000000000014 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 19 7 10 -6 9 -9 11 -4 13 15 -14 -12 17 -17 -19 -5 -16 -10
right_child=1 2 3 4 5 -7 -8 8 21 -11 12 -13 14 -15 20 16 -18 18 -20 -21 -22 -23
leaf_value=-0.0021349769915301781 -0.0020040212296789824 -0.0017358290439648974 2.2125242829018133e-05 0.0035986536620178046 -0.0013716770228782251 -0.0028639434641474881 0.0022701611051459069 0.0018497236043887688 0.001142044906374284 -0.0020360460969106866 0.0014921839976350319 -0.0035859290015666468 0.00262639410574747 -0.0024953536621195455 -0.00062257911422240123 -0.00090925194004502048 -0.0017247045639328751 0.0027408594965363867 -0.00044009745563433102 0.0011390920105479258 0.001544068534663573 0.003592262699560977
leaf_weight=0.0010140082953190152 0.0010627563618702809 0.0010739793010730641 0.0013535631194261377 0.0011068009237790444 0.0010557686722840742 0.0010136982838591102 0.0010643449327015211 0.0012080521461439453 0.0011457300590974606 0.0010711720915210776 0.0013864776939661325 0.0011024722691339471 0.0012306811170486043 0.0015290740139133341 0.0015800013113480603 0.0020594743581430165 0.001735334585846085 0.0010621799361421012 0.0012788845259943428 0.0015648490764122447 0.0014342540487741751 0.001053771297386822
leaf_count=592 345 285 106 230 44 110 94 200 54 36 232 193 114 305 341 72 163 53 47 173 57 64
internal_value=0 4.47167e-05 0.000125029 0.000201787 0.000711689 0.000121584 -7.77683e-05 0.000668414 0.00114932 2.35198e-05 -0.000236411 -0.00159747 1.49962e-05 -0.000471061 0.00105141 -5.95809e-05 -0.000410222 0.000108139 0.00100316 0.00215803 0.000408363 0.00231593
internal_weight=0 0.0281733 0.0271106 0.0260366 0.00921984 0.00654819 0.0168167 0.00553449 0.00447873 0.00227922 0.0157524 0.00245604 0.0132964 0.00905143 0.00424494 0.00752235 0.00613587 0.00440054 0.00234106 0.00267165 0.00301426 0.0021995
internal_count=3910 3318 2973 2688 911 508 1777 398 354 236 1683 299 1384 872 512 567 335 172 100 403 398 118
is_linear=0
shrinkage=0.00473777


Tree=1341
num_leaves=22
num_cat=0
split_feature=128 52 1 132 0 2 3 15 16 0 147 151 51 0 1 52 13 43 151 2 4
split_gain=0.000170482 0.000167817 0.00021185 0.000342227 0.000200416 0.000370336 0.000323542 0.000393309 0.000283974 0.000202444 0.00018037 0.000226888 0.000195487 0.000191931 0.000477212 0.000164249 0.000277227 0.000258407 0.000198531 0.000215749 0.000148982
threshold=0.086435000000000012 -0.42985499999999993 1.0000000180025095e-35 0.080815000000000012 0.18055000000000002 0.106035 -0.084129999999999996 0.083935000000000023 0.0015250000000000001 -0.076734999999999984 0.088565000000000019 0.056555000000000001 0.077145000000000005 -0.14136999999999997 0.089825000000000002 -0.060039999999999989 -1.0000000180025095e-35 -0.0037249999999999996 -0.0008699999999999999 -0.048654999999999997 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 6 9 8 -8 -3 11 12 15 14 -14 16 -4 -17 -19 -20 -21
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 17 -18 18 19 20 -22
leaf_value=-0.0018601051592246863 -0.0019338414184747782 -0.0028544296266977799 0.0028309189665785594 0.0031357623792170712 0.0014670713478146177 -0.003295570740778314 -0.0017810854376697301 0.0027472223181922669 0.0012457590666450726 -0.00010182834778705035 0.0022099994239964515 -0.0015834244318411878 0.0023988729164918423 0.0023799519466669731 -0.0017309255675359522 -0.0022143296387759949 -0.00025314860697560533 -0.001825338735366242 -0.0012487601837722533 0.00035668559385850223 0.0026214220507867854
leaf_weight=0.0010400423734505384 0.001056513825440245 0.0014627429611528131 0.001082300064064623 0.0010259082496252283 0.0010810825986879999 0.0011429723593054386 0.0016697909982939666 0.001270817671214064 0.0012777384922247614 0.0010881554052836187 0.0010377402478889399 0.0016184180955990954 0.0013049633335137645 0.0018048075321255306 0.0013087727754559353 0.0015460107337252347 0.0018342302778413533 0.0010480231391873929 0.0011278326618309187 0.0017207440843099988 0.0011197558342586067
leaf_count=331 266 608 158 155 24 217 380 353 71 70 114 96 48 165 46 361 99 55 61 156 76
internal_value=0 4.41685e-05 0.000118701 0.000427321 -0.000484571 -0.000751233 -0.000321627 0.000499943 -0.000468964 -0.00168023 0.000259466 0.000129009 0.000328429 0.0011679 0.000330964 -6.28848e-05 0.000891323 -0.000486966 4.5397e-05 0.000539452 0.00124947
internal_weight=0 0.0276128 0.0265728 0.0175795 0.0089933 0.00791222 0.00676925 0.00421835 0.00294753 0.0025509 0.0165536 0.0155159 0.0138974 0.00441854 0.00261374 0.0094789 0.00291653 0.00656237 0.00501636 0.00396833 0.0028405
internal_count=3910 3644 3313 1590 1723 1699 1482 804 451 678 1435 1321 1225 259 94 966 257 709 348 293 232
is_linear=0
shrinkage=0.00483252


Tree=1342
num_leaves=23
num_cat=0
split_feature=128 41 3 48 1 15 4 4 42 4 1 150 12 4 4 0 3 43 0 4 1 1
split_gain=0.000140501 0.000153114 0.000200523 0.000204489 0.000211679 0.00022064 0.000413583 0.00026132 0.000208984 0.000205843 0.000216423 0.000191951 0.00018224 0.000181981 0.000179974 0.000196119 0.000167634 0.000196055 0.000237477 0.000150487 3.34494e-05 2.1083e-05
threshold=0.086435000000000012 0.078535000000000008 -0.11266 -0.086624999999999994 0.094485000000000013 -1.0000000180025095e-35 -0.0031049999999999997 0.00046500000000000008 -0.082904999999999993 0.053925000000000008 0.11215000000000001 0.085200000000000012 -1.0000000180025095e-35 0.24280000000000004 -0.34687499999999999 -0.060094999999999989 0.10666500000000002 -0.083254999999999982 -0.084154999999999994 -0.013199999999999998 0.11287500000000002 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -4 5 6 -5 -8 -7 10 19 21 -11 -14 -1 -16 17 -10 -19 -6 -15 -9
right_child=-2 -3 3 4 9 8 7 11 16 12 -12 -13 13 20 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00018184732871984305 -0.0015707089520880374 -0.0013386238095430892 -0.0018720827734644617 -0.0032765682979852594 0.00086697859588834379 0.0017769130572937776 0.0012649935056985358 -0.002270042520825786 0.00086519244142367873 0.0012271561782966288 0.00011658509975234955 0.0002842534922803276 -0.0020938102350825647 -0.00047340511048055096 0.00054558721145416792 0.0030407868563039992 0.0010973375541074412 -0.00020542294117414361 -0.0028067596847044544 0.0030641133348241461 0.00060827898937604547 -0.0013937171699802591
leaf_weight=0.0014007484665876646 0.0010404355775251511 0.001414037839926662 0.0010719835638957056 0.0011117322111302286 0.0010092248492910016 0.0012858679137917051 0.0013053969468414771 0.0010025556840390637 0.0011447302229882217 0.0013994556689262971 0.0017345540584468022 0.0013021108894069044 0.0010489117273770887 0.0010051606033236737 0.0011860466936124414 0.0011352071089270046 0.0014364431349136453 0.0016003779711568043 0.0010838537987987243 0.0013311693768902622 0.0011052709815970729 0.0010197080160603278
leaf_count=116 266 184 80 527 180 182 88 333 110 210 164 53 68 53 123 79 29 353 507 91 75 39
internal_value=0 3.61408e-05 0.000111721 -4.41286e-05 4.95103e-05 -0.000312181 -0.000926281 -0.000361914 0.000226014 0.000564488 0.00126531 -0.00100076 -6.19476e-05 -0.000632966 0.00103286 0.00176586 -0.000152732 -0.000621698 -0.0012558 0.00211666 9.30923e-05 -0.00182816
internal_weight=0 0.0271345 0.0257205 0.0219985 0.0209265 0.0122928 0.0057415 0.00462977 0.00655127 0.00863375 0.00407495 0.00332437 0.0045588 0.00315934 0.003722 0.00232125 0.00526541 0.00382896 0.00268423 0.00234039 0.00211043 0.00202226
internal_count=3910 3644 3460 3142 3062 2221 1040 513 1181 841 435 425 406 196 318 202 999 970 860 271 128 372
is_linear=0
shrinkage=0.00429114


Tree=1343
num_leaves=31
num_cat=0
split_feature=14 1429 4 480 133 1374 401 38 3 376 376 483 484 4 48 3 2 49 52 133 42 0 42 158 48 0 1 0 2 15
split_gain=0.000569156 0.00051869 0.000552893 0.000793818 0.000526891 0.000516438 0.00047497 0.000436425 0.000887874 0.00040675 0.000455847 0.000411003 0.000454121 0.000482235 0.000437453 0.000476793 0.000422802 0.000419378 0.00041276 0.000747868 0.000859479 0.00034827 0.000336695 0.000326524 0.000333445 0.00042707 0.000421799 0.00041963 0.000271879 0.000451344
threshold=0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.090240000000000015 0.087020000000000014 0.11976000000000002 0.30601500000000009 0.11605500000000001 0.048375000000000008 0.083960000000000021 0.084225000000000008 0.0057500000000000008 0.093225000000000016 -0.083144999999999983 0.088055000000000008 -0.081629999999999994 0.071660000000000015 0.085945000000000008 -1.0000000180025095e-35 -0.10783 0.086635000000000004 0.019155000000000002 0.11930500000000001 -0.15291499999999997 0.12577000000000002 -0.23129999999999998 0.10066500000000002 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 10 11 12 13 14 15 17 -17 -6 -19 20 -20 -14 -16 24 25 27 28 -15 29 -27
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 21 23 22 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010731347559940366 -0.00098913143228518191 -0.00090280398921056089 0.001069734020196191 -0.0012665302580915697 0.00081443814743075566 -0.0010099889212711408 -0.00076812255664193468 -0.00085854857879533837 0.0015158081566980825 -0.00078170278355875272 0.00091968492494739042 -0.00080223418743970935 0.001404561988598244 0.00033487055860520113 -7.8429876436295287e-06 -0.0001699109754912154 -0.00097148377100377404 -0.00069849734615293896 -0.00047489488951513566 -0.00088522188608744154 0.0012998061553641999 0.00027086686392903067 0.0011397945125212051 -0.000488493727464392 -0.00036147632817649098 -0.00039341381063863506 0.00098704301610269747 0.0015158780788119416 -0.0005070503433980448 0.00052926185646150008
leaf_weight=0.001012183775402741 0.0013783274824334937 0.0013453984899280949 0.0011324152600243878 0.0011132085792382998 0.0013475632108659319 0.0010079397316012919 0.0014322814445965884 0.0010169905810641913 0.0010590388157686306 0.0011439091924865244 0.0016290984570026526 0.0011245730429356162 0.0010652190312043786 0.0013209207681050827 0.0013568652082995855 0.0034181412476643851 0.0027108488011887699 0.0019158215694867649 0.0010301623049646103 0.0010954410468254072 0.0016018545341812129 0.001498115486617684 0.0010355964411967733 0.0011616235475595546 0.0013510428306879882 0.0017335842076908773 0.0015474934155624842 0.0014499727600183485 0.0013195387815079229 0.0040959102696671553
leaf_count=180 126 211 180 224 32 63 262 24 97 22 123 205 21 47 74 355 284 333 202 90 40 198 46 130 35 25 60 33 89 99
internal_value=0 -3.32485e-07 2.43125e-05 -3.26498e-06 3.0366e-05 6.1389e-05 8.87544e-05 0.000121027 0.000147942 0.000107651 0.000136877 9.8442e-05 0.000130039 7.68521e-05 -0.000107148 -0.000215844 -0.000524446 5.47121e-05 -0.000126703 0.000167184 0.000605194 0.000741985 0.000488921 0.000281019 0.000350753 0.000434665 0.000269552 0.000952877 0.000114242 0.000254875
internal_weight=0 0.0450728 0.0440606 0.0429282 0.0418149 0.0404695 0.0394616 0.0380293 0.0370123 0.0359533 0.0348094 0.0331803 0.0320557 0.0294924 0.0155123 0.0131198 0.00612899 0.00699084 0.00564328 0.00372746 0.00263202 0.00256333 0.00239246 0.0139801 0.0128185 0.0114674 0.00869653 0.00277089 0.00714903 0.00582949
internal_count=3910 3784 3604 3424 3200 2989 2926 2664 2640 2543 2521 2398 2193 1974 1456 1336 639 697 665 332 242 219 120 518 388 353 273 80 213 124
is_linear=0
shrinkage=0.00151575


Tree=1344
num_leaves=22
num_cat=0
split_feature=1456 11 3 1 15 40 15 4 4 4 3 0 2 16 15 15 16 47 47 16 2
split_gain=0.000131895 0.000152698 0.000163118 0.00012925 0.000294849 0.000185069 0.000218204 0.000215173 0.000287357 0.000222582 0.000163181 0.000152907 0.00014856 0.000243028 0.000172338 0.000137014 0.00022336 0.000140016 0.000249609 0.000113022 9.54423e-05
threshold=-1.0000000180025095e-35 0.08184000000000001 -0.14218999999999996 0.085990000000000011 -1.0000000180025095e-35 -0.080519999999999994 0.090505000000000016 -0.0025899999999999994 0.0057500000000000008 0.035895000000000003 -0.076539999999999983 -0.084154999999999994 0.106035 -0.014099999999999998 0.085120000000000015 -0.24219999999999997 -0.30307999999999996 0.09550500000000002 0.13206500000000002 0.057390000000000004 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 10 -5 7 11 -9 -10 -4 -7 13 14 -6 -11 -17 -18 -19 -2 -15
right_child=1 -3 3 5 12 6 -8 8 9 15 -12 -13 -14 20 -16 16 17 18 -20 -21 -22
leaf_value=-0.0015829142660557952 0.0023977236349041987 -0.0012360382419438251 -0.00051844762205084432 0.0020827439531204469 -0.0015905879726698156 0.0024872378422565217 -0.0016192091704423613 -0.0019619605338366611 0.0021020893953924581 0.0011869803388808917 -0.0025652322731057986 0.00044020398643703526 -0.001245095125414332 0.0007517781275561522 0.00057208837042616045 -0.0019709413562346897 -0.0011104264761964107 0.0022764921287385148 -0.00069757163912047575 0.00028506056519001058 0.0026536587300799875
leaf_weight=0.0010404457084394461 0.0010107406967488899 0.0017559031593362686 0.0016048826779813466 0.0010657924485626144 0.001238263967860362 0.0013496604762932574 0.0012577393967916637 0.0012878237472415659 0.0011785532497963214 0.0014332743483707914 0.0015038946161037821 0.0015773138203164531 0.0012001667586826748 0.0010957921553896906 0.0018049285295797524 0.0012889830507996107 0.0010713755127618133 0.0011726783998167178 0.0010809687994424166 0.0010081260999967867 0.0010112812897148382
leaf_count=369 106 218 561 185 230 126 246 98 41 198 291 249 101 114 474 93 26 54 30 44 56
internal_value=0 3.69861e-05 0.00012554 1.97244e-05 -0.000382041 0.000295832 0.000145854 0.000339898 -1.91011e-05 0.000327165 -0.0015086 0.00138411 0.000169449 0.000499081 -0.000307897 -1.87498e-05 -0.000393292 0.000218301 0.000849973 0.00134276 0.00166458
internal_weight=0 0.0269981 0.0252422 0.0232234 0.00945921 0.0137642 0.0126984 0.0114406 0.00851366 0.00722583 0.00310878 0.00292697 0.00635043 0.00515027 0.00304319 0.00604728 0.00461401 0.00332502 0.00225365 0.00201887 0.00210707
internal_count=3910 3541 3323 3173 1827 1346 1161 915 540 442 852 375 975 874 704 401 203 110 84 150 170
is_linear=0
shrinkage=0.0044645


Tree=1345
num_leaves=22
num_cat=0
split_feature=52 403 484 474 52 3 0 51 1 39 16 13 160 151 133 9 160 1 0 0 4
split_gain=0.000135073 0.000194273 0.000134383 0.000191636 0.000171466 0.000291936 0.000274356 0.000241686 0.000189995 0.000170433 0.000166097 0.000372481 0.000192784 0.000238644 0.000261355 0.000198614 0.000269762 0.000273226 0.00015975 0.000216947 0.000145835
threshold=-0.42985499999999993 -1.0000000180025095e-35 -0.0043499999999999988 0.084795000000000023 -0.081429999999999989 -0.015794999999999997 -0.074249999999999997 -0.025709999999999997 0.12730000000000002 0.005105000000000001 0.18936500000000003 0.17936000000000002 -1.0000000180025095e-35 -0.0088999999999999982 -0.090054999999999982 0.083710000000000021 0.10150000000000002 0.10113500000000002 -0.10209999999999998 -0.083424999999999985 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -6 9 10 11 12 -9 -14 -15 16 17 18 -16 -20 -7
right_child=1 2 3 -5 7 20 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 -19 19 -21 -22
leaf_value=-0.0016796147080997449 -0.0016492503826794325 -0.0010743106568899161 0.00054603742610764361 0.0018081190233536935 -0.0023055472627333128 -0.0014526533183519237 0.0038094364975160377 -0.0019584821503930939 0.0018090007102494296 0.0014427188038631216 0.0013451269267810778 -0.0030166163215052996 -0.0015725864149193052 -0.0015209426855776842 -0.00043144744049000781 -0.0010598120249689126 -0.0010403228472573203 0.0036623066287478317 0.0031111410611542726 0.00044654586593940174 0.000903546058956922
leaf_weight=0.0010211099638394163 0.0013893042158168783 0.0018388305980873354 0.001151142128764937 0.0015497347793764762 0.0010021318470184717 0.0011067531228481321 0.0010746918325624244 0.0011673271506726654 0.0012183105186738255 0.0014061397449660071 0.001270278432110584 0.0010863676804246944 0.0016694104031143029 0.0013591682405970111 0.001238736608478062 0.0011608933795983489 0.0011017306686724737 0.0010055166863596199 0.0011501238555366982 0.0015445313535651416 0.0011615371678852515
leaf_count=353 915 501 129 220 143 107 79 269 207 134 20 52 105 269 29 56 32 51 49 145 45
internal_value=0 4.17995e-05 0.000134795 0.00022971 0.000117887 0.000926612 0.00212169 -9.12257e-05 4.42591e-05 -9.75596e-05 -0.000255029 -0.000417851 -0.000170145 3.39164e-05 0.000347198 0.000699779 0.00103794 0.00150154 0.000949169 0.00158384 -0.0002461
internal_weight=0 0.0266527 0.0252634 0.0234245 0.0218748 0.00449412 0.00222583 0.0173807 0.0163785 0.0151602 0.0137541 0.0124838 0.0113974 0.0102301 0.0085607 0.00720153 0.00604064 0.00493891 0.00393339 0.00269466 0.00226829
internal_count=3910 3557 2642 2141 1921 360 208 1561 1418 1211 1077 1057 1005 736 631 362 306 274 223 194 152
is_linear=0
shrinkage=0.00464487


Tree=1346
num_leaves=31
num_cat=0
split_feature=31 14 51 1212 52 38 3 40 42 133 160 1374 1 0 484 48 12 13 52 0 13 16 1 15 133 15 52 49 0 12
split_gain=0.000805885 0.000541698 0.0005597 0.000473522 0.00044689 0.000469168 0.00116077 0.000766074 0.000487259 0.000459671 0.000659091 0.000515168 0.000468113 0.000674103 0.000667266 0.00057755 0.00047231 0.000503354 0.00056082 0.000422596 0.00066424 0.000588254 0.000581925 0.000399049 0.000613863 0.000476554 0.000461549 0.000393159 0.000373447 0.000446339
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 -1.0000000180025095e-35 -0.51745999999999992 0.12641000000000005 0.30601500000000009 0.0034800000000000005 -0.11403999999999999 -0.26719999999999994 -0.40446999999999994 0.084470000000000003 0.10420500000000001 -0.035699999999999989 -0.0043499999999999988 0.12862000000000004 0.10595000000000002 -0.098524999999999988 0.081680000000000016 -0.12329499999999999 -0.084184999999999996 -0.088504999999999986 0.092550000000000007 0.088190000000000004 0.090085000000000012 -0.069904999999999981 0.083750000000000005 -0.0090499999999999973 -0.15291499999999997 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 -10 -11 12 14 15 -12 28 17 18 -16 21 -21 27 23 24 25 -22 -27 -19 -14 -30
right_child=1 -3 3 4 5 -7 -8 -9 9 10 11 -13 13 -15 16 -17 -18 19 -20 20 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0012541241362006132 -0.00094607698030097322 -0.0010029153555548833 -0.00080989243092293199 -0.00084690907809459131 -0.00084265678725685324 -0.00090199940169741373 0.0014569562549510723 0.0010506996888048233 -0.00087791264837343958 -0.00094077881560974594 -0.0010197544127570795 -0.00083299173897127419 0.0010060998731491874 0.0014471378202385785 0.001020733302929667 -0.0004530261896242315 -0.0007866002089694968 0.00037732110483834614 -0.00022168373755326079 -0.0012039255476214202 0.00073721422532345925 0.0011219410433258496 -0.00085563827546513099 0.0006708334339162698 -0.00093201816620483912 -0.00058143647695070295 0.00036169712919933284 -0.00066221156920857774 -0.00022821837203823838 0.00076893021759547248
leaf_weight=0.0010217765047315632 0.0013669602961277052 0.0012424200554890233 0.0014794208688923552 0.0012030035556906951 0.001421929344825947 0.0010621864042903431 0.0012570641840951016 0.0015145399330231948 0.001154325668430988 0.0013526936956490534 0.001230515111579413 0.0012204391007729623 0.0019442386390314814 0.0011717268765066846 0.0024593469194655838 0.0018309587291298612 0.0012549981681351787 0.0025107507593169487 0.0011234187943518492 0.0010816511637725653 0.0020193936333543147 0.0015835090255782299 0.0014989450732345597 0.0021680745202645735 0.0013425962698486726 0.0022386558838185799 0.0021678866450827172 0.0011152462667141094 0.0021071519122649596 0.0017392242059184326
leaf_count=113 138 124 266 263 154 22 142 55 174 252 368 94 71 77 43 51 84 41 20 223 78 42 113 219 120 182 158 39 121 63
internal_value=0 -5.37607e-05 -2.79118e-05 4.49408e-07 2.84763e-05 5.38084e-05 7.88705e-05 3.47369e-05 -6.03715e-06 2.67204e-05 5.64189e-05 9.63169e-05 0.00013112 0.000418356 2.49734e-05 0.000260193 8.19458e-05 0.000133098 0.000631159 3.24342e-05 -0.000112683 0.000381118 -9.46645e-06 0.000118179 -3.60578e-05 0.000151139 -0.000117443 5.75925e-05 0.000485708 0.000222664
internal_weight=0 0.0468633 0.0456209 0.0442539 0.0427745 0.0415715 0.0405093 0.0392522 0.0377377 0.0363157 0.0351614 0.0338087 0.0325883 0.0087933 0.023795 0.00762157 0.0225645 0.0213095 0.00358277 0.0177267 0.0125172 0.00520951 0.0114356 0.00993661 0.00776853 0.00642594 0.00440654 0.003626 0.00579061 0.00384638
internal_count=3910 3797 3673 3535 3269 3006 2984 2842 2787 2633 2459 2207 2113 383 1730 306 1362 1278 63 1215 1093 122 870 757 538 418 340 80 255 184
is_linear=0
shrinkage=0.00145689


Tree=1347
num_leaves=20
num_cat=0
split_feature=44 15 13 403 403 3 0 16 1 49 0 13 4 4 13 2 52 52 1
split_gain=0.000134413 0.000200053 0.000147681 0.000182539 0.000192656 0.000168194 0.000241527 0.000351667 0.000257337 0.000248998 0.000209707 0.000185751 0.00017296 0.000170168 0.000137843 0.000119312 0.000185742 0.000114166 2.02916e-05
threshold=1.0000000180025095e-35 -0.23821499999999998 -0.45122499999999993 0.09389500000000002 0.086810000000000012 -0.16059999999999997 -0.099864999999999995 -0.27337499999999998 0.094485000000000013 -0.083359999999999976 -0.077944999999999987 -0.082014999999999991 -0.0031049999999999997 0.00046500000000000008 -0.090929999999999983 0.095195000000000016 -0.031409999999999993 -1.0000000180025095e-35 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 14 12 -8 11 -11 -9 -14 -7 16 -12 -10 -15
right_child=-2 2 3 -5 -6 6 9 8 17 10 15 -13 13 18 -16 -17 -18 -19 -20
leaf_value=0.0013709038149968805 -0.001514009123261459 0.0012435671052702117 0.0012614644655826383 -0.0017749437507460933 0.0017156955420115614 -0.00015437920590763072 0.00075628055479149846 -0.0012167094094136816 0.00072536948652954345 -0.00081627123513479437 -0.0011015396402428875 -0.00322723890166857 0.0020122074306210213 0.00031854261986022554 -0.002147426642921215 -0.0014770087559255139 0.00090540022283085663 0.0024169982810428514 -0.00053518893065322465
leaf_weight=0.0019327391732729396 0.0010637622997364806 0.0014957704925642181 0.0014466706780963323 0.0012033308555763891 0.0010720386599256662 0.0012572930306857799 0.0016521919145338071 0.0014086676686302368 0.0013337771760151274 0.0010725549606587321 0.0017449328509453188 0.001303630244376997 0.0010392233628047018 0.0010001425484320592 0.0012993720924990848 0.0018588962068538384 0.0016541087677526458 0.0016353991647051203 0.0010517460995060901
leaf_count=300 71 50 172 282 41 87 143 119 109 630 161 779 21 49 135 425 276 45 15
internal_value=0 4.17044e-05 -6.30254e-05 -0.000147872 -5.81862e-05 -0.000149795 -0.000255513 0.000206344 0.000676552 -0.000754141 -0.00108103 -0.00213898 2.95345e-05 0.000597467 -0.0011673 -0.000602915 -0.000124883 0.00165711 -0.000119059
internal_weight=0 0.0264625 0.0245297 0.023034 0.0218306 0.0207586 0.0193119 0.0100256 0.00746896 0.00928631 0.00763412 0.00237619 0.00449978 0.00309111 0.00255667 0.00525794 0.00339904 0.00296918 0.00205189
internal_count=3910 3839 3539 3489 3207 3166 2994 580 358 2414 2271 1409 204 85 222 862 437 154 64
is_linear=0
shrinkage=0.00429114


Tree=1348
num_leaves=31
num_cat=0
split_feature=31 1365 1429 14 1213 403 51 480 454 150 4 11 38 39 13 52 13 16 160 49 1 47 15 13 13 43 1 12 3 150
split_gain=0.00107308 0.000533113 0.000549102 0.00054436 0.000494989 0.000594632 0.000466598 0.0004529 0.000431297 0.000626475 0.000521517 0.000778113 0.000538823 0.000424145 0.000456483 0.000447878 0.000679847 0.000551987 0.000615266 0.000613644 0.000441478 0.000503201 0.000896171 0.000901311 0.000473478 0.000421013 0.000481464 0.000374086 0.00037125 0.00059945
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.080184999999999992 -0.40274499999999996 0.086640000000000009 0.088225000000000012 -0.15013499999999999 0.28937500000000005 0.088315000000000018 1.0000000180025095e-35 0.11383000000000001 -0.094679999999999986 -0.24456499999999998 -0.070174999999999987 0.24895000000000003 -0.10117499999999999 0.13906000000000002 0.12200500000000002 0.09550500000000002 -0.098459999999999978 0.17936000000000002 0.076210000000000014 0.24789500000000006 0.10521500000000002 0.092365000000000017 -0.084129999999999996 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 9 -8 12 -12 13 14 25 16 -16 18 -17 20 21 22 -20 24 27 26 -11 28 -24 -30
right_child=1 -3 3 -5 6 -7 7 -9 -10 10 11 -13 -14 -15 15 17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011975420373176865 -0.0010185393888852302 -0.001012254619808684 0.00010763554915911004 -0.00091770749408124751 -0.00076685224968901507 -0.0013729012736973659 0.00100864032247927 -0.00068802798761636674 -0.00072723708415176915 0.00031507999709903285 0.0011201348293039472 -0.00019213457337135785 -0.00073320628957531037 0.0009261015602246821 0.00024237405900498743 -0.00095388038577653262 -0.0012154119308858278 0.00097843390043450768 -0.0010335016564439435 0.0010633861929777802 -0.00085110171267235672 0.00078740937059900221 -0.00032494163094979526 -0.0011726981920792559 0.00086101581646124401 -0.00042353355042192204 0.0013170513483508283 -0.00059635586318331152 0.00059649456900277354 -0.00013032611867516613
leaf_weight=0.0013350156061475707 0.0010333527912583232 0.0010615377232290326 0.0010086862742366698 0.0012047388033067366 0.0012849110536390365 0.0010368408073007642 0.0014518262788953953 0.0014246153381670531 0.0011559810959855801 0.0046173027510278955 0.0021153273207944459 0.0014255566140519704 0.0016244875127453531 0.0010719239289755924 0.001052300167072584 0.0012645490864056632 0.0014119730372514896 0.001085842984792861 0.0015492353589526683 0.0010340678802123185 0.0011393774408912085 0.0015149700998788864 0.002435030911091359 0.0010372620346701398 0.0015816985588230645 0.0010787784354455709 0.001123879595649413 0.0014324633287967634 0.0049339053796196037 0.0037751202272247042
leaf_count=113 179 73 202 123 115 376 27 207 43 109 268 36 52 30 86 248 131 21 112 29 25 80 344 59 36 34 74 281 320 77
internal_value=0 -4.99571e-05 -2.86338e-05 -6.81041e-06 1.72194e-05 -0.000642822 4.81699e-05 7.29052e-05 9.94015e-05 0.000123437 8.98863e-05 0.000591816 3.87625e-05 7.6604e-05 4.82079e-05 -3.69223e-05 -0.000592904 2.32129e-05 -2.45904e-05 3.29208e-05 -2.20082e-05 2.9726e-05 -3.88251e-05 6.25859e-05 0.000153085 0.000363364 0.000511223 6.40519e-05 0.000148941 0.000281438
internal_weight=0 0.0489675 0.047906 0.0468727 0.0456679 0.00204553 0.0436224 0.0423375 0.0409129 0.0397569 0.0383051 0.00354088 0.0347642 0.0331397 0.0320678 0.0252478 0.00246427 0.0227835 0.0216977 0.0204331 0.0193991 0.0182597 0.0167447 0.0151955 0.0141582 0.00681996 0.00574118 0.0125765 0.0111441 0.00870903
internal_count=3910 3797 3724 3545 3422 578 2844 2729 2522 2479 2452 304 2148 2096 2066 1849 217 1632 1611 1363 1334 1309 1229 1117 1058 217 183 1022 741 397
is_linear=0
shrinkage=0.00137286


Tree=1349
num_leaves=20
num_cat=0
split_feature=14 157 0 151 49 49 51 4 1 0 2 4 2 2 16 16 47 2 12
split_gain=0.000135488 0.000153985 0.000178073 0.000129876 0.000350311 0.000215549 0.000157079 0.000164127 0.000150932 0.000132707 0.000314634 0.000281863 0.000243654 0.000189743 0.000144085 0.000152218 0.000144221 0.000189294 0.000101384
threshold=0.05884000000000001 -0.07453499999999999 -0.098179999999999976 -0.024429999999999997 -0.0090499999999999973 0.11115500000000002 0.11463000000000002 0.27608500000000008 0.085110000000000005 0.039665000000000006 0.10393500000000001 0.15927500000000003 0.106285 0.098195000000000018 -0.092424999999999993 -0.088144999999999987 0.09550500000000002 0.079395000000000007 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 9 -3 10 11 14 13 -11 -5 -16 17 -17 -19
right_child=-2 3 -4 5 -6 -7 -8 -9 -10 12 -12 -13 -14 -15 15 16 -18 18 -20
leaf_value=0.002084800644177486 -0.0015876882482811787 0.00011121384449092715 -0.00025542654328766079 -0.0017273193622124388 -0.0010741549890438873 0.0015535796425748562 -0.0018259610701052505 0.001054605865318694 0.0021820098662877784 0.0008843222284223032 -0.002464957379128818 0.0012646112224695338 0.0019822965236091943 -0.001740889880643248 0.0010580665162195644 -0.0023106891636038894 0.00036520583615093534 -0.0012070761274775436 0.00068553804456028523
leaf_weight=0.0014338553701129797 0.0010143135404420125 0.0010238342615647711 0.0011013972442131112 0.0018606284362727129 0.001575193421474024 0.0012258808275028418 0.0012720412075341121 0.0017098230881053269 0.0019751035351385227 0.0010058230828757795 0.0015008477178420363 0.0017796407431998071 0.0011918130697470275 0.0011090253390619864 0.0012053558445505015 0.0015608840416241106 0.00178356928390766 0.0011480120155773071 0.0010276072023163718
leaf_count=60 141 102 421 304 166 188 113 249 229 73 248 81 72 41 159 381 106 407 369
internal_value=0 4.23434e-05 0.00106813 -6.62192e-05 0.000597175 -0.000222788 -0.000342733 -0.00023098 0.00147504 -0.000375849 -0.000591929 -0.000320733 0.00039959 -0.000492338 -0.000649329 -0.000351097 -0.0006588 -0.00114759 -0.00031314
internal_weight=0 0.0264903 0.00253525 0.0239551 0.00457413 0.019381 0.0181551 0.016883 0.00299894 0.0151732 0.0118665 0.0103657 0.00330666 0.00211485 0.00858606 0.00672543 0.00552007 0.0037365 0.00217562
internal_count=3910 3769 481 3288 497 2791 2603 2490 331 2241 2055 1807 186 114 1726 1422 1263 1157 776
is_linear=0
shrinkage=0.00437696


Tree=1350
num_leaves=31
num_cat=0
split_feature=31 151 1348 151 1455 155 1213 14 159 376 1374 38 3 133 456 1 11 52 4 2 4 49 403 2 2 4 47 160 49 1
split_gain=0.00113372 0.000992263 0.000807094 0.000788423 0.000951768 0.000691593 0.00068703 0.00071447 0.000701919 0.000671261 0.000557969 0.000581638 0.00104577 0.00056122 0.00058076 0.000722887 0.000748463 0.000561451 0.000554654 0.000714313 0.000892966 0.00063535 0.00075387 0.000551631 0.0010941 0.000515499 0.000759428 0.000510825 0.000502941 0.000611883
threshold=-1.0000000180025095e-35 -0.52174999999999983 0.084895000000000012 -0.14171999999999998 1.0000000180025095e-35 0.10915000000000001 -0.081334999999999977 0.077685000000000018 -0.034019999999999988 0.11382500000000002 0.089520000000000016 0.11976000000000002 0.30601500000000009 -0.26719999999999994 0.086300000000000016 0.11235500000000002 0.088160000000000002 0.11401500000000002 -0.14301 0.106285 -0.23071499999999998 -0.085974999999999982 -1.0000000180025095e-35 0.11230000000000001 0.097940000000000013 0.24280000000000004 0.13135500000000003 -0.217635 1.0000000180025095e-35 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 27 10 11 12 13 -10 15 16 17 18 19 20 -15 -20 -23 24 28 26 -17 -8 29 -24
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 25 -18 -19 21 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012568412935239366 -0.0013437220823636509 0.00069636042799554963 0.0010145460391178755 -0.0010423400187746829 -0.0013729374045157443 -0.0012033223619847483 -0.0012034725900388343 -0.0011199656079039322 -0.00070552628018145252 -0.0010464547045811339 -0.00087204571151852195 -0.00083869260940811006 0.0013729292584128317 -0.00013517063040299301 -0.00087561236292094818 -0.00032512832025069022 -0.0010167499244218684 -0.00060199356151441688 -0.00065091182090989443 0.0013304759768163867 0.0012368674384678326 -0.00082421386963791178 0.00033417035836910843 -0.0006563867803550782 0.0011602826717301759 0.0010763828061444965 0.0010532684555743022 -0.00015361949884700973 -0.00074124085717944201 -0.00050606233067556348
leaf_weight=0.001241928254892998 0.0011282732742223791 0.0024220325575976523 0.0013269926172472237 0.0012930655389362935 0.0010923338472064162 0.0010082255033316825 0.0014815960336225231 0.0011041432827805222 0.001613585932986549 0.0010358927178086832 0.0011479726275940285 0.0012121379018594771 0.0012299208448509616 0.003188800450752094 0.001069494060660591 0.001852272773417595 0.0011533575498194884 0.0019465235694257057 0.0021440710866968962 0.0015570063578493887 0.00124235441967356 0.0014262446966151745 0.011401735681420236 0.0012788261203215958 0.0022918905212301324 0.0024540366581043971 0.0012697711013061053 0.0021283106397274451 0.0011273205326516886 0.0019066806936498546
leaf_count=113 65 104 72 358 267 135 157 99 187 29 58 24 122 83 99 69 28 134 71 15 22 545 319 84 103 133 11 226 107 71
internal_value=0 -6.91764e-05 -4.32222e-05 -6.91775e-05 -0.000105071 -7.76816e-05 -5.47808e-05 -2.83225e-05 -2.76409e-06 4.54572e-05 7.20626e-05 9.82631e-05 0.000126547 8.71641e-05 0.000121446 0.00015087 6.81888e-05 0.00011059 0.00016091 0.000530573 0.000249505 5.83179e-05 0.000136569 0.000212671 0.00027911 0.000605563 0.000235481 -0.000584505 0.000139211 0.000213791
internal_weight=0 0.0565349 0.0554066 0.0540796 0.0516576 0.0505652 0.049557 0.0482639 0.0471598 0.0435499 0.042514 0.041366 0.0401539 0.038924 0.0373104 0.0362409 0.0306648 0.0295115 0.0275649 0.00598816 0.00443115 0.0215768 0.0194327 0.0180065 0.0167276 0.00557608 0.00312204 0.00360991 0.0144357 0.0133084
internal_count=3910 3797 3732 3660 3556 3289 3154 2796 2697 2314 2285 2227 2203 2081 1894 1795 1582 1554 1420 120 105 1300 1229 684 600 213 80 383 497 390
is_linear=0
shrinkage=0.00137286


Tree=1351
num_leaves=22
num_cat=0
split_feature=128 2 0 484 13 13 39 2 0 3 16 15 43 1375 160 2 2 4 1 15 42
split_gain=0.000140568 0.000150248 0.000323939 0.000136812 0.000174039 0.000236832 0.00022313 0.000268986 0.000245158 0.000767445 0.000230466 0.000297571 0.000211087 0.000233899 0.000211443 0.000190599 0.000174397 0.000159891 0.000294744 0.000107835 2.87024e-05
threshold=0.086435000000000012 -1.0000000180025095e-35 -0.079019999999999993 -0.0043499999999999988 -0.52445999999999982 -0.094679999999999986 0.005105000000000001 0.093655000000000002 -0.053834999999999994 -0.10628499999999998 -0.19424999999999998 0.088615000000000013 -0.079109999999999986 -0.43271999999999994 -0.030424999999999997 0.090695000000000012 0.085005000000000011 -0.12499499999999999 0.08844500000000001 -0.063364999999999991 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 17 8 -8 10 -10 19 12 20 -14 -15 16 -16 -6 -19 -7 -12
right_child=-2 3 -4 4 5 6 7 -9 9 -11 11 -13 13 14 15 -17 -18 18 -20 -21 -22
leaf_value=-0.00019150124723551695 -0.0016440637918755511 -0.0013005698973002717 0.0030234794526000494 -0.0017930288705947945 0.0025886003154259049 -0.0023826011032248746 -0.00019309510315943597 0.0028287817620809915 0.00035763278839528122 -0.0043769973808672012 -0.0011894957380348598 -0.0019492303078713163 -0.00084754893808697241 7.6955677379752669e-05 0.0025275222488744561 0.0035152203603586443 -3.0809368547876022e-06 -0.00075553585816461597 0.001906604965231738 -0.0004773792403058033 -0.0001429064731650591
leaf_weight=0.0016084383180536843 0.001020761760438956 0.0016675466325886462 0.0010213264663395663 0.0010018728251992527 0.0010191280996534324 0.0010128102463726751 0.0013322274228626521 0.0010497310773341928 0.0017323263265782707 0.0011258502039589559 0.001031208172105752 0.0010610045985269675 0.0011284950596746075 0.001609051075261771 0.0010917828222345577 0.0011532837111222494 0.0010794709406468511 0.0016690142474864401 0.0016469407110357159 0.0014255554200746047 0.0010583043722915964
leaf_count=114 266 578 158 47 51 89 44 182 144 199 292 514 14 191 205 114 163 140 146 78 181
internal_value=0 4.4253e-05 0.00105711 -6.72139e-05 2.53124e-05 0.000111138 -0.000127768 0.00113865 -0.000335675 -0.00150736 -4.82411e-05 0.000274797 0.000564275 0.000986063 0.00140548 0.00204847 0.0012694 0.00104201 0.000566674 -0.00126874 -0.000659415
internal_weight=0 0.0265254 0.00262976 0.0238956 0.0222281 0.0212262 0.0168911 0.00238196 0.0145091 0.00285818 0.011651 0.0092126 0.0081516 0.00606208 0.00493359 0.00332454 0.00217125 0.00433508 0.00331595 0.00243837 0.00208951
internal_count=3910 3644 272 3372 2794 2747 2410 226 2184 343 1841 1674 1160 687 673 482 368 337 286 167 473
is_linear=0
shrinkage=0.0044645


Tree=1352
num_leaves=31
num_cat=0
split_feature=158 31 1429 14 123 124 480 42 1213 4 3 43 4 38 3 1374 403 1 12 42 1 12 15 3 0 1 1 2 0 47
split_gain=0.000971154 0.00112696 0.000668737 0.000495134 0.000482646 0.000618088 0.000592322 0.000632098 0.000480448 0.00046782 0.000885447 0.000734201 0.000625499 0.000539859 0.000925394 0.000540119 0.000522536 0.000487527 0.000611155 0.000662687 0.000747474 0.000555546 0.000430933 0.000562604 0.000746113 0.000703528 0.00036517 0.000474882 0.000437262 0.000478994
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.13058500000000003 0.11158000000000001 0.086640000000000009 -0.11145999999999999 -1.0000000180025095e-35 -0.49837999999999999 -0.16059999999999997 -0.083254999999999982 -0.41745999999999994 0.10777500000000002 0.30601500000000009 0.086000000000000007 -1.0000000180025095e-35 0.122185 0.092365000000000017 0.083815000000000014 0.090355000000000005 0.098845000000000016 -0.0058549999999999991 -0.084129999999999996 -0.077944999999999987 0.088785000000000017 0.10031000000000002 0.113945 -0.23029999999999998 0.095010000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 11 -11 -10 -12 14 15 16 -14 18 22 20 -20 -19 26 24 -24 -25 28 -28 -18 -30
right_child=-2 2 3 -5 -6 -7 -8 8 9 10 12 -13 13 -15 -16 -17 17 21 19 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.0014286940271550314 -0.0013790291832350737 -0.0011165960025882587 -0.00081616247789249407 -0.00084797653782388413 -0.00094657104961458783 0.00090512971570956763 -0.00093089706095606938 -0.00063464916826328822 0.00018348684711559144 0.0011083562541963593 0.00096900199891680121 -0.0013725321904022347 -0.00082583288647272062 -0.0009782530985596098 0.001428399451009948 -0.00093506492310155981 0.00029643620637245923 0.0001511338524189744 -0.00046307113256997221 -0.00083110160166454045 0.0010964209389474995 0.0013554555850525687 -0.0006113168593311093 0.00098309145343348798 0.00083584311443904978 -0.00019200614941654258 0.00085071723065760594 -0.0002195692424558359 -0.00051238619662484323 0.00055752561007856537
leaf_weight=0.0010981104646267106 0.0010677371957240602 0.001137587461597033 0.0017171565422757209 0.0013953828515533831 0.0010421788838916859 0.0016128228129170799 0.0013379247700699001 0.0018996597522261119 0.001414921136507985 0.0018312766798156332 0.0015827860753461062 0.0010992745685065508 0.0012629078364692061 0.0010095998480661441 0.0010099287695684014 0.001118764209303901 0.0031221982651743327 0.0019468242808597927 0.0015877322992805523 0.0029855423580241736 0.0010362617382315698 0.0013053960533966347 0.0019684285100767251 0.004071642522097501 0.0011522861106953997 0.0013957084904987482 0.0019867391621373196 0.0014726443164194691 0.0056663542347066319 0.0010050877741156761
leaf_count=110 167 179 177 114 28 34 226 500 18 79 27 69 485 37 117 84 32 82 122 182 39 52 110 94 24 67 93 71 422 69
internal_value=0 -2.99372e-06 -3.37148e-05 -9.09578e-06 1.4969e-05 3.60215e-05 5.5408e-06 3.36015e-05 6.75896e-05 0.000100101 0.000139066 -0.000496847 9.0682e-05 5.10799e-05 8.15604e-05 4.04472e-05 7.45889e-05 0.000111626 4.96748e-05 -0.000370858 0.0001528 0.000634532 0.000157682 0.000406915 -7.69706e-05 0.000683112 -3.8226e-06 0.000395101 -0.000144733 -0.000351198
internal_weight=0 0.0522731 0.051175 0.0500374 0.048642 0.0475999 0.045987 0.0446491 0.042932 0.0410323 0.0385181 0.0025142 0.0366868 0.035104 0.0340944 0.0330845 0.0319658 0.0307028 0.0274506 0.00560954 0.00262399 0.00325222 0.0218411 0.00858807 0.00312071 0.00546735 0.013253 0.00345938 0.00979364 0.00667144
internal_count=3910 3743 3633 3454 3340 3312 3278 3052 2875 2375 2288 87 2209 2182 2145 2028 1944 1459 1325 343 161 134 982 295 134 161 687 164 523 491
is_linear=0
shrinkage=0.00142833


Tree=1353
num_leaves=31
num_cat=0
split_feature=1429 453 4 11 9 11 150 1456 401 13 160 133 123 124 39 13 43 15 159 47 1 0 4 13 49 133 42 52 16 1
split_gain=0.000450187 0.000440623 0.000619147 0.000503147 0.000461212 0.000460647 0.000459955 0.000413965 0.000420661 0.000397214 0.000383941 0.00076108 0.000492422 0.000746215 0.000689093 0.000449928 0.000416658 0.00058067 0.000385998 0.000294366 0.000362184 0.000449866 0.000372414 0.000353158 0.000312017 0.000446157 0.000447969 0.000354318 0.000323704 0.000382712
threshold=-1.0000000180025095e-35 0.091855000000000006 0.28937500000000005 0.080455000000000013 -1.0000000180025095e-35 0.087830000000000005 -0.099594999999999975 -1.0000000180025095e-35 0.087020000000000014 -1.0000000180025095e-35 -0.217635 -0.26719999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.13419 -0.097529999999999992 0.052855000000000006 -0.021529999999999997 0.09141500000000001 0.09550500000000002 0.09112000000000002 -0.10303999999999998 0.015635000000000003 -0.083654999999999993 -0.081629999999999994 0.090085000000000012 -1.0000000180025095e-35 0.088660000000000003 -0.0060199999999999993 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 -6 -8 10 -4 -9 -12 13 -13 15 16 17 -15 19 20 23 22 -22 -17 -25 26 -26 28 29 -28
right_child=1 -3 5 -5 6 -7 7 8 -10 -11 11 12 -14 14 -16 18 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0012063034392715149 0.0007366217981913956 -0.001203869533042205 0.0014610601311012921 -0.0010652105108977137 0.00061262278114252821 -0.00030199928247576539 -0.0011880867836744321 -0.00087029011628973318 -0.0010180814371759024 0.00028059944943822825 -0.0014097485513693627 -0.001232052149283095 0.00065460575055507214 0.00071415726705528705 0.0011113462290708274 -0.00090603839911592766 0.00078950089901913241 -0.000686121980951302 -0.0011275025818628273 0.00027686313270812153 -0.00087523239506747069 -0.0011446830135391042 0.00031100449827097285 0.00050058787903449551 -0.00064435123690965632 -0.00082294901621727135 -0.000986489087218169 0.00099154671171466208 0.00059913604786220975 0.00024450714050709476
leaf_weight=0.0010885931917544714 0.0012128754000123579 0.0010224221827961335 0.0011143445179642164 0.0016831246014197268 0.0014798889897678072 0.0015722800488333633 0.0011293544444744277 0.0019244720206405544 0.0015735979297065153 0.0017535735040799518 0.0011209705666325167 0.0014797396209185179 0.0018764888880840038 0.0011956400762880293 0.0010701885165644845 0.0012761866053115885 0.0020832515787487793 0.0017351782940266949 0.0011455649483151911 0.0026322368142983601 0.0011076133004905842 0.0022383711247433427 0.0014751370308658807 0.0020283867943646774 0.001821750039912127 0.0019581673621344442 0.0011172829281855812 0.0011801015356027733 0.0014627729497924723 0.0013132865883886957
leaf_count=181 62 46 214 136 35 47 335 256 264 140 189 48 115 56 26 289 38 56 129 128 33 168 15 49 351 333 34 27 80 30
internal_value=0 -0.000200312 -0.00017739 -0.000237729 -0.000201683 0.000370557 -0.000232092 -0.000266869 -0.000236987 0.000739274 -0.000200012 -0.000158825 -0.000112389 -0.000163208 -0.000104283 -0.000154765 0.000260878 -0.000114872 -0.000255168 -0.000204212 -0.000278792 -0.000637377 -0.000197714 -0.000136599 -4.63608e-05 -0.000171672 1.32845e-05 0.000249426 2.4483e-05 -0.000321357
internal_weight=0 0.0457842 0.0447618 0.0403216 0.0386385 0.0044402 0.0374256 0.0359457 0.0348164 0.00286792 0.0332428 0.0313183 0.0301973 0.0283209 0.0268411 0.0257709 0.00501407 0.00293082 0.0207569 0.0196113 0.0169791 0.00482112 0.00258275 0.0121579 0.0108817 0.00885336 0.00689519 0.00507344 0.00389334 0.00243057
internal_count=3910 3729 3683 3282 3146 401 3084 3049 2714 354 2450 2194 2005 1890 1842 1816 150 112 1666 1537 1409 216 48 1193 904 855 522 171 144 64
is_linear=0
shrinkage=0.00154607


Tree=1354
num_leaves=21
num_cat=0
split_feature=4 0 41 12 1429 48 402 43 39 133 403 131 13 48 1 457 52 16 0 4
split_gain=0.000141418 0.000279894 0.00020883 0.000196503 0.000180829 0.000229395 0.000179353 0.00015415 0.000225238 0.000223977 0.000258618 0.000298878 0.000271957 0.000313221 0.000290895 0.000224814 0.000352249 0.000217529 0.000155604 9.78104e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 0.078535000000000008 0.08598500000000002 0.084690000000000015 -0.086624999999999994 1.0000000180025095e-35 -0.34918499999999997 0.005105000000000001 -0.091614999999999988 0.03138500000000001 0.08844500000000001 -0.098524999999999988 0.12675000000000003 0.10561500000000001 0.081330000000000013 -0.0025949999999999997 -0.094359999999999986 -0.10209999999999998 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -7 9 -9 11 12 -11 14 15 16 -14 -17 -18 -16
right_child=1 3 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 19 17 18 -19 -20 -21
leaf_value=-0.0011524423162243111 -0.0019397630560465974 0.0027147946868931339 -0.0016583553711571762 0.00042261277370466788 0.0017031071262785709 -0.0013891942547849998 -0.0016690536562530397 -0.0018356953421159528 0.0015256868813620524 0.0016672390791880815 0.0021677296288239735 -0.0018441760841401388 -0.0026985279762295668 -0.0021873351541921303 0.0022808360792347937 -0.00053975329978620847 -0.0011549205733830527 0.0018841040669468319 0.00065026923888118868 0.00060143219546956268
leaf_weight=0.0017773378274039678 0.001070600068105775 0.0010401325154564536 0.0013684724550268026 0.0016384405220888354 0.0010143245132543449 0.0010960933762076816 0.0010141394171166015 0.0010125185838595887 0.001953379527578957 0.0018727247592364967 0.0010253518137324233 0.0013215878703486958 0.001188576118496913 0.0010400856200578632 0.0011947297500141119 0.0011707373821749911 0.0013722732227634494 0.0013633629189850893 0.0019906655535286023 0.0011654565842551534
leaf_count=176 73 148 165 91 200 103 448 274 273 140 83 397 400 49 37 36 77 68 616 56
internal_value=0 5.02214e-05 -9.53193e-05 0.0013127 2.49979e-06 -8.02234e-05 2.04163e-05 0.00011171 0.000204805 4.06515e-05 0.000169843 2.00986e-05 0.000219458 -3.91083e-05 0.000197435 -0.000220305 -0.000768492 0.000764298 -8.63525e-05 0.00145155
internal_weight=0 0.0259137 0.0232351 0.00267857 0.0218666 0.0208523 0.0197817 0.0187675 0.0176714 0.0157181 0.0147056 0.0136802 0.0123586 0.0104859 0.0094458 0.00708562 0.00455151 0.0025341 0.00336294 0.00236019
internal_count=3910 3734 3495 239 3330 3130 3057 2609 2506 2233 1959 1876 1479 1339 1290 1197 1093 104 693 93
is_linear=0
shrinkage=0.00412451


Tree=1355
num_leaves=23
num_cat=0
split_feature=480 147 484 11 1374 48 43 48 47 151 4 2 4 15 15 16 1 2 4 43 484 43
split_gain=0.000136126 0.000158042 0.000266147 0.000184326 0.000138797 0.000182385 0.000303387 0.000432094 0.000319974 0.000200626 0.000191083 0.000180627 0.000299487 0.00029227 0.000308726 0.000347204 0.000170128 0.000168618 0.000165292 7.71129e-05 7.67643e-05 3.76051e-05
threshold=1.0000000180025095e-35 0.089245000000000005 -0.0043499999999999988 0.088315000000000018 -0.094679999999999986 0.016865000000000002 -0.053009999999999995 0.086125000000000021 0.09023500000000001 -0.0008699999999999999 0.15927500000000003 0.10946500000000002 -0.49837999999999999 0.088615000000000013 -0.017214999999999998 -0.084184999999999996 0.11198000000000001 -1.0000000180025095e-35 0.0045450000000000013 -0.08921999999999998 0.073820000000000011 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 19 -8 18 -6 11 12 -11 14 17 -16 -12 -14 -9 -7 21 -17
right_child=-2 -3 3 -5 5 6 7 8 -10 10 16 -13 13 -15 15 20 -18 -19 -20 -21 -22 -23
leaf_value=-0.0022066262166692062 -0.0016379810481847606 0.0017680436254446624 -0.0012685928488861519 -0.0017419229515895412 -0.0018385116767306779 0.0013163455855221696 0.0026626374310700137 -0.0029681948313441649 0.0011965732654986856 -0.0026450563708949478 0.00021549273354878551 0.0016133598534088162 0.00043464103391384524 -0.002018655022797463 -0.00070069062036520443 0.0018811377233994009 0.0023436673895171414 -0.0018186924825719182 -0.00042531627398682061 0.0029849107648759628 0.0027691536793177122 0.00069522191203214749
leaf_weight=0.0010760694840572923 0.0010064606696123584 0.0010086261587569636 0.0013030224975327789 0.0010779811164940414 0.0011373599746500327 0.0010432751986479138 0.0010422110884370636 0.0010357659658523644 0.0011893465998516761 0.0010155285723216752 0.0018180999171496523 0.0010338589254201011 0.0010839474362001056 0.001332054351887213 0.0017153272238327171 0.0010888759185607739 0.0012728652480403224 0.0017000350270927594 0.0010027759395123681 0.001172503109013262 0.0010632973548266728 0.0010438680446565925
leaf_count=387 299 157 63 128 156 116 45 113 98 74 114 178 12 554 308 172 224 318 66 139 53 136
internal_value=0 3.50826e-05 -3.41468e-05 6.25659e-05 0.000146796 0.000231431 0.000858858 0.000163303 -0.000643675 -3.44551e-05 0.000110371 -0.000163517 -0.000346436 -8.78553e-05 0.000246363 0.000919614 0.00109188 -0.000941354 -0.00171733 0.00219928 0.00178924 0.00130069
internal_weight=0 0.0262567 0.0252481 0.024172 0.023094 0.021791 0.00648588 0.0042701 0.00322789 0.0153051 0.0141678 0.0110768 0.0100429 0.00902741 0.00769535 0.00491137 0.00309097 0.00278398 0.00203854 0.00221578 0.00319604 0.00213274
internal_count=3910 3611 3454 3067 2939 2876 577 322 277 2299 2143 1805 1627 1553 999 669 338 330 179 255 361 308
is_linear=0
shrinkage=0.0044645


Tree=1356
num_leaves=21
num_cat=0
split_feature=150 151 49 484 41 474 156 1 13 43 52 3 2 4 2 2 47 16 51 13
split_gain=0.000126282 0.00026316 0.000258338 0.000212674 0.000203656 0.000212586 0.000267468 0.000185474 0.000179573 0.000273118 0.000255327 0.000210166 0.000202266 0.000290948 0.000276584 0.000179839 0.000133114 0.000129522 0.000110076 0.000110071
threshold=0.083205000000000015 0.056555000000000001 -0.073619999999999977 -0.0043499999999999988 0.078535000000000008 0.084795000000000023 0.084090000000000012 0.12811000000000003 0.17936000000000002 -0.083684999999999996 0.090640000000000012 -0.086589999999999986 0.087995000000000004 -0.072054999999999994 0.10796500000000002 0.080080000000000012 0.09252500000000001 -0.049719999999999993 -0.24460499999999999 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 -1 5 6 7 8 9 11 12 -5 15 -14 -15 16 -11 -12 -9 -2
right_child=1 -3 -4 4 -6 -7 -8 18 -10 10 17 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0021292039127881641 0.001411216265056327 -0.0011519509724545066 0.0029394244073565807 0.00021914957163192219 -0.0021435626695397183 0.0020007160619727868 -0.002472870827277116 0.0002190294645217026 -0.0017560306025440739 0.0010581746600669137 -0.0029161301939366643 0.0033382692291246165 0.00309875429086193 0.0014459391139332756 -0.0018715234945061679 -0.0024571634016883363 -0.0011542791496676863 -0.00058530870587288487 0.0024870854364992339 -0.00093885338396063045
leaf_weight=0.0014057737443426309 0.0010347447896590367 0.0014654094668983264 0.0016367174209374049 0.0012207185051825165 0.0011694992504694959 0.0013786857589125337 0.001157808200406423 0.0010451628439227534 0.0016042577218575447 0.0015133350327014607 0.001213689021527381 0.0010627248683347497 0.0011968472509651384 0.0015872258203473155 0.0011325520114089382 0.0010625384352622447 0.0013560595124832986 0.0012971273821653926 0.0012193167846697986 0.0010622412675262982
leaf_count=580 123 106 186 212 150 235 209 24 130 286 347 135 124 136 110 314 55 157 202 89
internal_value=0 0.000689711 0.00141253 -0.000200448 -6.63373e-05 6.11987e-05 -9.01358e-05 7.69442e-05 -0.000139748 6.53436e-05 -0.000288536 0.0016708 0.000166838 0.000991713 6.45031e-05 -0.000654825 1.25816e-05 -0.00171199 0.00144027 0.000220774
internal_weight=0 0.00519911 0.0037337 0.0216233 0.0202175 0.019048 0.0176694 0.0165116 0.0142471 0.0126428 0.0103594 0.00228344 0.00784856 0.00391663 0.00271978 0.00393193 0.00286939 0.00251082 0.00226448 0.00209699
internal_count=3910 504 398 3406 2826 2676 2441 2232 2006 1876 1529 347 1025 370 246 655 341 504 226 212
is_linear=0
shrinkage=0.00512831


Tree=1357
num_leaves=21
num_cat=0
split_feature=1 52 39 124 50 48 2 3 47 52 15 42 42 0 3 15 3 1 16 16
split_gain=0.000122774 0.000219427 0.000207444 0.000218893 0.000196821 0.000308811 0.000312135 0.000171934 0.000204502 0.000320297 0.000165945 0.000328706 0.000254899 0.000159243 0.000150929 0.00013136 0.000117457 0.000114294 0.000106905 8.68038e-05
threshold=0.076710000000000014 -0.27466499999999994 0.005105000000000001 -0.066899999999999987 0.10625000000000001 0.11930500000000001 0.11542500000000001 -0.10315499999999998 0.096300000000000011 -0.074484999999999982 0.084955000000000017 -1.0000000180025095e-35 0.084100000000000022 -0.10071499999999999 0.013395000000000002 -0.016339999999999997 -0.08323499999999999 0.094695000000000015 0.15100500000000003 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 4 -4 5 6 7 15 9 -9 11 -1 14 17 -13 -3 -12 19 -14 -11
right_child=1 2 3 -5 -6 -7 -8 8 -10 13 16 12 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0027579130537235133 -0.0012497078418060342 0.0022976455001280064 0.00026914185266277234 0.0027252416807072781 -0.0014681009071221141 -0.0016497887456718217 0.0024619957074099191 -0.0013240546100666702 -0.001667036365319823 0.0015253066981836905 -0.00038442188498699484 0.0014173181555798573 -0.0020520002534811237 -0.00041379208630115195 -0.00036349123788096489 0.00034686152982552477 0.001300987341209682 0.002056793324730992 -0.00035370459825997312 1.736179531735507e-05
leaf_weight=0.0010551651023695888 0.0015464115699218564 0.001000057761369133 0.0012189557037986798 0.0010716201387877535 0.0011140319076963787 0.0011891646203070491 0.0011184097509212574 0.0016023958208489248 0.0010268170955363143 0.0010012590443650993 0.0013092288891670412 0.0013384357130358793 0.0013387189052291477 0.0014642548140271182 0.001695427488613177 0.001185645527475244 0.0012903092148265349 0.0013402201617251919 0.0010312771525177178 0.001496836881337062
leaf_count=482 208 66 206 159 207 57 170 135 94 25 349 166 429 364 33 108 392 65 157 38
internal_value=0 0.000175619 0.000314861 0.0014182 0.000128195 0.000271319 0.000474642 0.000254955 -1.63302e-05 0.000229141 -0.000393636 -0.000734036 -0.000338851 0.000698505 0.00042214 0.00123943 0.000452149 0.00112283 -0.00131301 0.00062176
internal_weight=0 0.0173761 0.0158297 0.00229058 0.0135391 0.0124251 0.0112359 0.0101175 0.00793178 0.00690497 0.00905856 0.00645902 0.00540386 0.00530257 0.00303386 0.0021857 0.00259954 0.00383832 0.00237 0.0024981
internal_count=3910 1902 1694 365 1329 1122 1065 895 721 627 2008 1267 785 492 199 174 741 128 586 63
is_linear=0
shrinkage=0.00396435


Tree=1358
num_leaves=21
num_cat=0
split_feature=38 124 40 3 48 4 0 15 160 457 0 42 47 16 52 133 1 42 12 13
split_gain=0.000124843 0.000225362 0.000153361 0.0002785 0.000224181 0.000246214 0.000285157 0.000377011 0.000212779 0.000174129 0.000164138 0.000169271 0.000277374 0.000341649 0.000150501 0.000135709 0.000196185 0.00014837 0.000208383 0.000113071
threshold=1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.12649500000000002 0.0057500000000000008 -0.17106499999999999 -0.095799999999999982 0.087825000000000014 0.082870000000000013 -0.11756999999999999 0.08401500000000002 0.09550500000000002 -0.06723999999999998 -0.11271999999999999 0.084285000000000013 0.088495000000000018 0.085465000000000013 0.086935000000000012 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 -7 9 14 -8 12 13 -12 -4 16 17 18 -16 -13
right_child=-2 2 3 -5 -6 6 10 -9 -10 -11 11 19 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.001546547589630081 -0.0014673031157297809 -0.0015023719805175319 -0.001937762306483338 0.0019978360083388199 -0.0019387618331087727 5.0820756022653414e-05 -0.0012637903754056481 0.0037070240096704022 -0.0019810932778631463 0.0013073441335135179 0.0019846182893498935 -0.0014370851204833605 0.0028286217344467937 -0.0013882681289488657 0.0008339465372053179 -0.0016006653562119686 -0.0014057509793150142 0.0016280374456636468 -0.0014382925825075729 0.00047084954235696719
leaf_weight=0.0017078411340891433 0.001051709235234898 0.0012968410782617781 0.0010550276350441258 0.0012327207609073567 0.0011548765475337666 0.0010139084241096441 0.0012991220982625507 0.0010646268718748075 0.0014198099886989371 0.0012287345799638647 0.0010346289252519264 0.0011259998949429972 0.0010850138924534125 0.0011879297257416654 0.0019265949201633685 0.0010740122138763845 0.0013092120750821667 0.001423026724666307 0.0012099185273143631 0.0011624312983017082
leaf_count=277 95 137 354 144 86 57 82 55 208 112 95 120 40 90 229 613 272 299 383 162
internal_value=0 4.19101e-05 -6.83557e-05 1.61465e-05 -0.000101441 6.70759e-06 0.000530302 0.00192353 -0.000434624 -0.000196647 0.000110314 0.000429314 0.0010501 0.000181853 -0.000427712 -0.000198244 5.84068e-05 0.00047882 -4.25758e-05 -0.000467931
internal_weight=0 0.0250123 0.0233044 0.0220076 0.0207749 0.01962 0.00897366 0.00207854 0.0106463 0.00922653 0.00689513 0.005596 0.00330757 0.00222256 0.00799779 0.00694276 0.00586875 0.00455954 0.00313651 0.00228843
internal_count=3910 3815 3538 3401 3257 3171 701 112 2470 2262 589 507 225 185 2150 1796 1183 911 612 282
is_linear=0
shrinkage=0.00429114


Tree=1359
num_leaves=19
num_cat=0
split_feature=11 3 52 15 158 4 2 0 150 4 43 16 13 13 3 2 52 4
split_gain=0.000103116 0.000125504 0.000134325 0.000201235 0.000200924 0.000144188 0.000179657 0.000223681 0.000241269 0.000275238 0.000237442 0.000160621 0.000132074 0.000117874 0.000191597 0.000136759 0.000122103 0.0001478
threshold=0.08184000000000001 -0.14218999999999996 0.28122000000000008 -0.24219999999999997 0.085745000000000002 -0.14301 0.113945 -0.230625 0.09202500000000001 0.15927500000000003 0.0041500000000000009 0.15737500000000001 -0.085774999999999976 -0.084084999999999979 0.088060000000000013 0.091025000000000009 0.078330000000000025 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 11 7 -7 9 10 13 -5 -11 -9 15 16 17 -15
right_child=-2 2 -4 4 -6 6 -8 8 -10 12 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.001174078322000301 -0.0010525952642471336 0.0016747148879323089 -0.0014019637636681667 0.0017767223707325455 -0.001823365127094868 0.0020224786210583192 -0.001404198885273715 -0.001240376929633059 -0.0020252935928074503 0.0026290105568683459 -0.0018911872758024728 -0.00019861069817388491 0.00040212219495292006 -0.0011367900900607782 -0.0014548071386219163 0.0020261377401355699 0.0015426791682764715 0.00070518540613760563
leaf_weight=0.0017839943614335043 0.0017189661699399941 0.0013683044823217484 0.0012924578228354485 0.0017683246295868661 0.0011661716755755466 0.0010173057314428703 0.0018541419338764529 0.0011357637098467887 0.0011462627137261974 0.0010394138232268091 0.0014134206203018918 0.0014234255255038963 0.0010021815222875938 0.0015413130802112065 0.0010205166865588922 0.0010559153694511721 0.0010963708886532753 0.0018199989799105865
leaf_count=165 224 252 341 102 298 58 278 417 146 41 384 102 46 398 27 245 311 75
internal_value=0 5.72324e-05 -3.26742e-05 5.21292e-05 -6.17237e-05 5.0327e-05 -0.000127878 5.02077e-05 -0.000113298 8.37061e-05 -0.000242688 0.000895783 0.00153587 6.11008e-05 0.000287324 0.000609777 0.000274276 -0.000139443
internal_weight=0 0.0239453 0.0221613 0.0208688 0.0195005 0.0183344 0.0151426 0.0132885 0.0122712 0.0111249 0.0090833 0.00319175 0.0020416 0.00766988 0.00653412 0.0055136 0.00445768 0.00336131
internal_count=3910 3686 3521 3180 2928 2630 2426 2148 2090 1944 1857 204 87 1473 1056 1029 784 473
is_linear=0
shrinkage=0.00437696


Tree=1360
num_leaves=20
num_cat=0
split_feature=1 150 16 4 4 49 2 2 51 160 12 12 3 1 0 129 4 15 43
split_gain=0.00011559 0.000208951 0.000288157 0.000173386 0.000253241 0.000168054 0.000163867 0.00015531 0.000177199 0.000172628 0.000150758 0.000205092 0.000278392 0.000147961 0.000227912 0.000105729 0.000261413 0.000105806 0.000118321
threshold=0.085835000000000009 0.075065000000000007 -0.09601999999999998 -0.15333499999999997 -0.49837999999999999 -0.084114999999999981 0.092175000000000021 0.13754500000000003 0.10876000000000001 -0.085519999999999985 0.10106500000000002 0.088375000000000023 0.11265500000000002 0.10561500000000001 -0.10209999999999998 0.082255000000000009 -0.06272999999999998 -0.09547499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 4 -1 -5 -4 8 9 -2 11 12 13 14 -11 16 -7 -18 -19
right_child=1 2 6 5 -6 15 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20
leaf_value=-0.00095171304529190811 0.0014545685408091159 0.0029992631134620209 -0.0010801719493848676 -0.0024220211228625377 0.0014988249074746674 -0.002490644561641683 0.0013311107122279645 0.0016286892826833401 -0.0019351155031213929 -0.0017146137034937802 0.0009706541267306268 -0.0022738281668659962 -0.0018021119023039825 0.0018356709166665389 0.00089764253695100843 0.00081219393426735327 -0.0013359154254349 -0.00047559373700845357 0.0015007731785425095
leaf_weight=0.0014796159127693498 0.0013597708721887506 0.0011700236968727462 0.0010001301006492555 0.0010620798190524861 0.0019460362782082186 0.0012859075791441105 0.0012815762898605865 0.0010002318327560497 0.0010691822490883083 0.0010795368255796002 0.0015905661701750562 0.0011499380790597757 0.0015463379226579033 0.0010865960495677618 0.0017365907575351506 0.0010229869419120935 0.0010345123749212898 0.001420000482904811 0.0010503847944094702
leaf_count=75 168 125 112 96 91 746 115 158 91 50 126 381 92 130 162 229 250 577 136
internal_value=0 0.000233417 0.0011979 -0.000380199 0.000440383 -0.000789024 0.000274184 -5.31131e-05 -0.000211534 -1.85546e-05 -0.000263148 -0.000560532 -0.000198969 0.000436229 -0.000103742 -0.000490704 -0.000768913 -0.000137229 0.000364739
internal_weight=0 0.0150705 0.00345173 0.0103015 0.00342565 0.00687587 0.00228171 0.0116188 0.0106185 0.00954934 0.00818957 0.006599 0.00544906 0.00390272 0.00281613 0.00581379 0.00479081 0.0035049 0.00247039
internal_count=3910 1710 352 2200 166 2034 227 1358 1200 1109 941 815 434 342 212 1938 1709 963 713
is_linear=0
shrinkage=0.0044645


Tree=1361
num_leaves=19
num_cat=0
split_feature=124 159 42 403 1 47 3 47 43 42 12 484 16 16 52 13 1 4
split_gain=9.71508e-05 0.000145028 0.000172523 0.000185382 0.000152358 0.000201072 0.000210047 0.000253015 0.000149878 0.000171639 0.000155834 0.000147953 0.000163437 0.000278183 0.000139414 0.00019095 0.000151889 0.000384131
threshold=0.10385500000000002 -0.034019999999999988 -1.0000000180025095e-35 0.03138500000000001 0.13026000000000001 0.10887000000000001 0.16699000000000003 0.09550500000000002 -0.17307499999999998 0.092145000000000019 0.093125000000000013 0.087270000000000014 -0.014099999999999998 0.032820000000000009 0.084890000000000007 -0.083924999999999986 0.095155000000000017 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -4 10 11 12 14 -14 15 -10 17 -17
right_child=-2 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=-0.0011750272040288484 0.0011795299927398045 -0.0016245140236490346 0.0015050306254052897 0.00023169707128187404 0.0013680998742282057 -0.0015942475769461176 -0.0014503116912178309 0.0021082845174526283 0.0015092494668133209 -0.0011747369987634914 0.0014441661912442526 -0.0013817303929820372 0.0019682011514449266 -0.00056746733722236385 -0.0014330376219295706 0.00051139410402248158 0.00089614096301382875 -0.0026220843883939713
leaf_weight=0.0017145628719717398 0.0010297489178824329 0.0018976674352639894 0.0011804526735659229 0.0015251995654828321 0.0015325592432798565 0.0010776887101306967 0.0011618614514412587 0.0011241972494628891 0.0011662197770947172 0.0016258749423841137 0.0013934699956794647 0.0010461494298402716 0.0017349810213724741 0.0011182171904896565 0.0011305890552813294 0.0013868904836935592 0.0010906767512522397 0.0011045173786063955
leaf_count=514 49 754 57 210 244 128 68 88 176 475 130 172 254 203 206 66 78 38
internal_value=0 -6.39755e-05 2.14597e-05 -0.000797403 0.000169961 6.40765e-05 0.00017396 0.00029892 0.0001534 2.87257e-05 0.000203872 2.71208e-05 0.000195908 0.000974429 -0.000181931 0.000115963 -0.00033765 -0.000877773
internal_weight=0 0.0240118 0.0222972 0.00342287 0.0188743 0.0173418 0.0162641 0.0151022 0.013978 0.0127976 0.0111717 0.00977824 0.00873209 0.0028532 0.00587889 0.0047483 0.00358208 0.00249141
internal_count=3910 3861 3347 964 2383 2139 2011 1943 1855 1798 1323 1193 1021 457 564 358 182 104
is_linear=0
shrinkage=0.00396435


Tree=1362
num_leaves=20
num_cat=0
split_feature=1 52 52 15 147 4 4 4 2 2 42 4 2 1 150 2 0 1 0
split_gain=0.000102467 0.000180162 0.000210962 0.000194932 0.000152393 0.000177988 0.000191475 0.00013769 0.000198324 0.000198591 0.000170358 0.000196176 0.0001446 0.000120865 0.000110792 0.000106358 0.000104667 0.000141608 3.73396e-06
threshold=0.085835000000000009 -0.27466499999999994 -0.108275 0.090505000000000016 1.0000000180025095e-35 -0.0010999999999999996 0.0057500000000000008 -0.082054999999999975 0.106285 0.096750000000000017 0.091330000000000008 -0.00027999999999999998 0.09116500000000001 0.099595000000000017 0.081245000000000026 0.086650000000000019 -0.10209999999999998 0.11198000000000001 -0.085324999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 5 13 -7 8 9 15 11 -9 -13 -4 16 -1 17 -8 -18
right_child=1 2 3 -5 -6 6 14 10 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.00042488572378853687 -0.00137434479681289 0.0023880177634410249 0.00050612332557966732 -0.0017326079884199118 0.0021139611465577184 -0.0019503024360178734 -0.0020188033832066487 -0.0025913480481530638 0.0020619599619492888 -0.0019629512909313026 0.00070417188553301233 0.00059766579456854317 -0.001624806032841489 0.0025398294884990168 0.0015251569323908179 0.0015824810298857457 0.00048646278888146835 0.00011874585587945435 0.00089244978146382173
leaf_weight=0.0013464105999994452 0.0014067744913031097 0.0011078506826271992 0.0018377853368649645 0.0010404206955871029 0.001067444259457929 0.0011361708658708079 0.001132020671681392 0.0016776718090671661 0.0010240658912445966 0.0011118774386379426 0.0011831836584497851 0.0013093693434921005 0.0013191409440633239 0.001020018772506126 0.0011056400042059045 0.0010580382112749254 0.001000001012829075 0.0018047576582689018 0.0010345967795729813
leaf_count=377 199 142 224 265 127 101 57 811 29 48 363 166 235 158 55 171 66 119 197
internal_value=0 0.000237932 0.000408638 0.000228583 0.000411774 0.000231356 -0.000165091 -0.000383237 0.000227134 -0.000307226 -0.00088809 -0.00132559 -0.000517701 0.001232 0.000168676 0.000458423 -0.000133008 -0.000705201 0.000692908
internal_weight=0 0.0146935 0.0132867 0.0121789 0.0111384 0.010071 0.00721319 0.0100298 0.00454039 0.00351633 0.00548937 0.00430618 0.00262851 0.0028578 0.00607702 0.00240445 0.00497138 0.00293678 0.0020346
internal_count=3910 1710 1511 1369 1104 977 595 2200 625 596 1575 1212 401 382 494 548 439 176 263
is_linear=0
shrinkage=0.00473777


Tree=1363
num_leaves=31
num_cat=0
split_feature=31 14 1429 481 133 453 4 15 1213 3 481 150 160 158 39 42 403 47 47 2 4 49 16 160 52 130 51 4 9 2
split_gain=0.000941984 0.000595958 0.000558469 0.000571753 0.000595652 0.000578178 0.000762424 0.000621024 0.000596808 0.000511945 0.000575632 0.000547835 0.000836073 0.00052017 0.000437283 0.00114167 0.000424139 0.000450047 0.000588355 0.000487181 0.000655061 0.000493675 0.000458252 0.000438059 0.00052306 0.000471929 0.000581447 0.000363154 0.000347738 0.000280423
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.26719999999999994 0.093320000000000014 0.27608500000000008 -0.14676499999999995 -1.0000000180025095e-35 0.24227500000000002 -0.0079799999999999992 -0.09547499999999999 -0.217635 0.084965000000000027 0.16168500000000002 -0.11403999999999999 -1.0000000180025095e-35 0.09550500000000002 0.077735000000000012 0.11339500000000001 0.015635000000000003 -0.085974999999999982 -0.27337499999999998 -0.080909999999999996 -0.089799999999999977 -1.0000000180025095e-35 0.08955500000000001 -0.51381999999999983 0.091655000000000014 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9 10 -10 -12 -13 14 15 -14 -17 18 19 20 21 -18 -22 -23 -25 -26 27 -27 -8 -29
right_child=1 -3 3 -5 5 -7 28 8 9 -11 11 12 13 -15 -16 16 17 -19 -20 -21 22 23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.0012207933078999655 -0.0010627211983765495 -0.00098611835173232948 -0.00083853072765015387 -0.0010640175937790535 -0.00084189879724731937 -0.0010150399969676581 0.00077721519021688016 -0.00080499269220958179 -0.00093962141182609186 0.000971184215282177 0.00090161515147807176 -0.001210718077405437 -0.0011970143966794301 -0.00077521771448810152 0.00099964226903413765 -0.00058628353072935331 -0.00058526119777386836 0.00068078730850642784 -0.00084339847834200975 -0.00051724962841536532 0.00029203607172879594 0.0010172738676779332 0.0012130018150183141 -0.00080179569203721703 -0.00045296538313471693 -0.00018969102810361858 -0.00064477488129954265 0.00028269373723695832 -0.0001260002715191388 0.00087969868937738628
leaf_weight=0.0011317384167566216 0.00103514836239632 0.0013580101583237072 0.0016021866524065223 0.0010118355912203105 0.0016866621467823686 0.0010130207730938414 0.0037853853450583444 0.0016152416932183602 0.0011503602025154927 0.0011827910856032622 0.0014767913692592663 0.0010318148599369739 0.0013125276382477393 0.0013594006102118908 0.0010468581313034511 0.001483677175521946 0.0018323055042221989 0.003131252555884422 0.0011921925823306081 0.0018493759543529711 0.0022867155290597907 0.0011480480385397404 0.001973952371148612 0.0011138742285341412 0.00175919210956721 0.0013232189248810608 0.0010291626775504881 0.0027496517929903848 0.0010726992472811503 0.003515108302669212
leaf_count=113 178 124 224 98 125 42 288 542 261 73 35 143 86 150 17 422 72 80 35 74 43 116 35 145 60 9 22 137 49 112
internal_value=0 -7.13809e-05 -4.53769e-05 -2.28436e-05 1.97054e-07 3.0654e-05 5.52272e-05 -1.11411e-05 2.71815e-05 6.56429e-05 3.39222e-05 6.82598e-05 2.87364e-05 7.12152e-05 0.000111242 7.76668e-05 0.00014107 0.000184402 0.000113015 0.000168418 0.000236115 9.40194e-05 0.000718716 0.000192502 0.000110095 0.000207984 0.000342917 0.000476878 0.000577779 0.000617669
internal_weight=0 0.0491285 0.0477705 0.0467353 0.0457235 0.0441213 0.0431083 0.0382502 0.0365635 0.0349483 0.0337655 0.0326151 0.0311383 0.0301065 0.0287471 0.0277003 0.0263877 0.0249041 0.0217728 0.0205806 0.0187312 0.0144706 0.00426067 0.0126383 0.0114902 0.0103763 0.00861714 0.00758798 0.00485808 0.00626476
internal_count=3910 3797 3673 3495 3397 3173 3131 2794 2669 2127 2054 1793 1758 1615 1465 1448 1362 940 860 825 751 673 78 601 485 340 280 258 337 249
is_linear=0
shrinkage=0.00140032


Tree=1364
num_leaves=31
num_cat=0
split_feature=31 14 3 1374 457 484 1213 51 39 47 48 1 0 1 150 12 1374 1 52 3 0 49 133 13 42 0 52 1 52 0
split_gain=0.00102269 0.000580171 0.000440009 0.000429232 0.000543075 0.000650085 0.000546581 0.000386095 0.000518186 0.000488094 0.000914979 0.000641664 0.000500796 0.000429321 0.000735948 0.000420271 0.000385024 0.000669978 0.000474271 0.000365828 0.000357667 0.000321006 0.000326205 0.000482148 0.000534831 0.000473556 0.000295113 0.000279679 0.000257431 0.000246439
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 0.086000000000000007 -0.098834999999999992 -0.079734999999999986 -1.0000000180025095e-35 -0.40274499999999996 0.13142500000000004 0.12209500000000001 0.12675000000000003 0.10752500000000002 -0.15291499999999997 0.092730000000000021 1.0000000180025095e-35 -0.0089849999999999982 -0.094679999999999986 0.087545000000000026 -0.081429999999999989 0.097615000000000021 -0.10071499999999999 -0.0092149999999999992 0.10681500000000001 -0.10023999999999998 0.08401500000000002 -0.083424999999999985 0.096170000000000019 0.10113500000000002 -0.092854999999999979 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 9 10 11 13 -13 15 27 -9 -17 18 28 -14 -19 -20 23 -23 25 -25 -26 -15 29 -18
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 12 19 14 -16 16 17 20 21 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0013190953063142569 0.0010323978216202762 -0.0010530609638970936 0.00070159543035379194 -0.00093411916012560426 -0.0010784877397418259 -0.00083448152827291454 -0.00081099111549579723 -0.00064579896138907062 0.0010375168829435317 -0.00075348315909152532 -0.001332402072607057 0.0013252200247358082 0.00060116694841510251 -0.0011934685589494859 0.00069743158218798867 -0.00064337311550233993 -0.000373931739182557 0.0011905340260758336 -0.00078179693608271782 -0.00032340287884051802 0.00025012327180704642 0.00070251076762630881 -0.00075580229250754604 -0.00010187178847002643 -4.6519578424260007e-05 -0.0012816291353704274 0.00099558866355009394 -0.00034327333770380161 0.00090807978622512646 0.00064817109262594187
leaf_weight=0.0012268802502675138 0.0010312038958186767 0.0012530761027340622 0.0017543619928362944 0.0011997158491253703 0.0013369708416493256 0.0017524107533632696 0.0012065498816902212 0.0015979336749478703 0.0011220843653525483 0.0017485753689721042 0.001019266761360881 0.0013891543973531539 0.0028891386010604361 0.0016423952182242898 0.0010009114899149907 0.0012695424563133875 0.0010292472803754005 0.0020186908839150419 0.0013551181314994673 0.0014044396133527925 0.0016017191389394716 0.0021409099118869773 0.001122160011236605 0.0021562560496077186 0.0013898867245768498 0.0011531693103294027 0.0010560464228490662 0.0017809347310420165 0.0018221298946219334 0.0010547684972826987
leaf_count=113 41 124 150 99 363 557 102 99 42 72 28 46 232 170 91 46 132 23 79 28 183 43 240 202 100 154 93 126 52 80
internal_value=0 -5.63119e-05 -2.72962e-05 -5.82649e-05 -3.20555e-05 -6.01573e-05 -2.40663e-05 1.54149e-05 4.40965e-05 1.09627e-05 5.28734e-05 9.86057e-05 0.000549663 -3.14323e-06 -0.000423446 8.63964e-05 0.00014743 0.000203517 5.87568e-05 0.000298738 0.000774483 -0.000107428 -6.09696e-06 0.000100446 -0.000123514 -0.000512958 0.000403417 -0.000751168 0.000500094 0.000143378
internal_weight=0 0.0442988 0.0430457 0.0412913 0.0400916 0.0390604 0.0377234 0.035971 0.0347645 0.0336424 0.0318938 0.0308746 0.00568273 0.0251918 0.00442424 0.0207676 0.0191696 0.0179001 0.0142797 0.00429358 0.00362041 0.0103735 0.00901843 0.00789627 0.00575536 0.00330943 0.00244593 0.00342333 0.00390615 0.00208402
internal_count=3910 3797 3673 3523 3424 3383 3020 2463 2361 2319 2247 2219 306 1913 387 1526 1427 1381 1175 260 206 911 832 592 549 356 193 296 264 212
is_linear=0
shrinkage=0.00148603


Tree=1365
num_leaves=19
num_cat=0
split_feature=11 52 52 403 0 47 4 42 15 3 0 4 15 151 160 15 4 1
split_gain=9.74378e-05 0.000113098 0.000228448 0.000164972 0.000152273 0.000240772 0.000205359 0.000189971 0.000313444 0.0002828 0.00022456 0.000351154 0.000220739 0.00027693 0.000178027 0.00011511 9.66191e-05 5.54139e-05
threshold=0.08184000000000001 0.18936500000000003 0.13709500000000002 0.09389500000000002 -0.017269999999999997 0.12461000000000001 -0.49837999999999999 0.098285000000000011 0.095465000000000008 -0.100615 -0.10071499999999999 -0.030814999999999995 -0.10312999999999999 -0.0088999999999999982 0.019875 0.084050000000000014 0.25367000000000006 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 9 -1 12 15 16 -14 17 -12 -11 -15
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 -19
leaf_value=0.002437159538876825 -0.0011608762902397848 -0.001103877162815123 0.002331650463906276 -0.0018066005297219701 -0.00049414293902896162 -0.0023518825809693703 0.0021054773473892356 0.002046149201641023 -0.0026485318667236113 -0.0015473611995166189 0.0015251699141092918 -0.0024706863059068794 -0.00078364752345745582 0.0019138503034854617 0.00040790823040625675 -0.00075275713374682921 0.00028241884944944784 0.0035214305624271672
leaf_weight=0.001209018780321214 0.0016854082566151165 0.0018480661055135092 0.0011225607872344659 0.0011027634620392182 0.0011730148940591878 0.0010252598028683826 0.0019923135895161285 0.001145629349720575 0.0010374787098671465 0.001439044949385293 0.0010861901452287022 0.0020056269200002998 0.0013669467266852475 0.0010177627581831024 0.0012915533848802951 0.0010698969302324612 0.0013673980836751698 0.0010673369423224166
leaf_count=140 224 436 59 283 96 70 190 346 149 73 180 805 112 35 42 513 112 45
internal_value=0 6.63022e-05 0.000166794 4.76515e-05 0.00015363 -4.03569e-05 0.0011421 0.000116551 -4.18219e-05 0.000167485 -6.68164e-05 -0.000986138 0.000439929 0.00108821 0.00184598 0.000394813 -0.000655828 0.00273675
internal_weight=0 0.0233679 0.0215198 0.0203972 0.0192945 0.0161291 0.00316533 0.0151039 0.0139583 0.0129208 0.0117118 0.00416171 0.00755004 0.0047436 0.00337665 0.00215609 0.00280644 0.0020851
internal_count=3910 3686 3250 3191 2908 2622 286 2552 2206 2057 1917 1498 419 234 122 693 185 80
is_linear=0
shrinkage=0.00492917


Tree=1366
num_leaves=19
num_cat=0
split_feature=403 484 11 484 457 48 0 2 4 15 15 0 12 13 1 13 16 3
split_gain=0.000110494 0.000132228 0.000151294 0.000140052 0.00012219 0.000151602 0.000271254 0.000209431 0.00019909 0.000193168 0.000175545 0.00017359 0.000171486 0.000396933 0.000157094 0.000108824 0.000108701 0.000101437
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 0.084225000000000008 -0.0034949999999999994 0.016865000000000002 -0.19631499999999999 0.096750000000000017 0.15927500000000003 0.090505000000000016 0.085120000000000015 -0.11756999999999999 0.051320000000000005 -0.060719999999999989 0.096035000000000023 0.0066400000000000009 0.22945500000000005 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 9 10 12 -10 15 16 -8 17 -14 -6
right_child=1 -3 -4 -5 5 6 14 -9 11 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0012746941704467566 -0.0011117596597057283 -0.0014647613953584779 -0.0012261735329245191 0.0018502389593537997 0.00050663357129932093 0.0010950655586101376 0.00090640052473813057 -0.0014650923518798561 -0.00049948903649587304 -0.0022283158921422587 0.001455232869118589 0.0018443367138102715 0.00089008065146265847 -0.0034477975786901551 0.0029727758056908716 0.0013244952166587285 -0.0010883323970509841 -0.0013303774256605153
leaf_weight=0.0013610445161095696 0.0014650758128106614 0.0011226289466416952 0.0015691142972806818 0.0010632014814204718 0.0014372252494450621 0.0013012160243341953 0.0018253788453671529 0.0013501041550867399 0.0010105890358644842 0.0010119412484364551 0.0012460862543615114 0.0018637146103733801 0.0011694697509142017 0.0010632512013863914 0.0013107928436708605 0.0013137874289403939 0.0011346566259772262 0.001100715342178038
leaf_count=930 254 264 206 141 64 31 209 41 118 351 155 201 254 238 204 42 132 75
internal_value=0 6.00665e-05 0.000137049 0.000240549 0.000153249 0.000255424 0.000863605 -0.000208617 -2.95505e-05 -0.000347946 -0.000123164 0.00102026 -0.00039561 -0.00114624 0.00177006 0.000260632 -8.41799e-05 -0.000290086
internal_weight=0 0.0233589 0.0222363 0.0206672 0.019604 0.0181389 0.00578749 0.00265132 0.0123514 0.00947713 0.00846519 0.0028743 0.00721911 0.00336738 0.00313617 0.00385173 0.00230413 0.00253794
internal_count=3910 2980 2716 2510 2369 2115 485 72 1630 1311 960 319 805 624 413 181 386 139
is_linear=0
shrinkage=0.00455379


Tree=1367
num_leaves=31
num_cat=0
split_feature=31 14 1429 4 480 457 1213 457 133 38 3 133 130 160 48 4 484 1 1 15 1374 0 1186 47 3 2 0 151 12 457
split_gain=0.000790603 0.000622288 0.000508505 0.000507984 0.000919009 0.000471453 0.00052463 0.000514748 0.000440295 0.000466278 0.000718525 0.000400082 0.000588336 0.000433067 0.000513753 0.000385732 0.000469258 0.000522899 0.00068476 0.000508099 0.000407933 0.000551869 0.000383161 0.00032414 0.000322949 0.000436574 0.000301695 0.000274042 0.000262484 0.000240307
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.15747999999999998 -1.0000000180025095e-35 -0.067474999999999993 -0.26719999999999994 0.11976000000000002 0.24227500000000002 -0.085714999999999986 -0.0015749999999999998 -0.090764999999999985 0.016865000000000002 0.25367000000000006 -0.0043499999999999988 0.092730000000000021 0.10031000000000002 -0.047894999999999993 -0.094679999999999986 -0.23029999999999998 0.083980000000000013 0.10697000000000002 -0.15002999999999997 0.10393500000000001 -0.032484999999999993 -0.083559999999999982 0.084845000000000018 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 10 11 22 -13 14 -14 16 -15 20 -19 -20 -18 -22 -10 28 -23 27 -21 -26 -17 -29
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 12 13 15 -16 23 17 18 19 26 21 24 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0011533788723537288 -0.00097756334301631834 -0.00097565237028718332 0.0008820188575098557 0.00086666059944696819 -0.001172366436474791 -0.0008083884027858529 -0.00070521876517483741 -0.00076598226778846871 0.00017651238554654465 -0.00082499393298622907 0.0010796430875431862 -0.00070636064039126948 -0.0010790778556451178 -0.00073110634805065809 0.00013422768467234036 0.0013036263437555535 -0.00054932447776194721 -0.00096442328587306985 0.00057951035180904174 -0.00090158486042299629 0.0011883168619668111 0.000874514915126067 0.0011770813176549446 -1.9783670358368855e-05 -0.00038177577349828772 -0.00051642814885669106 7.6686762992874519e-05 0.00024568239833878009 0.00038578160293519735 0.00090301700540334107
leaf_weight=0.001000450521930262 0.0010001566189214431 0.001295461474416503 0.001077861058611517 0.0011733494998560903 0.0012405034824952551 0.0014726002750218284 0.0017353352718497686 0.0011716553936120802 0.0019994853583255026 0.0010166518240097835 0.0013041638579647232 0.001928967374600187 0.0012543988189744884 0.0013112211146667488 0.0012746389736908448 0.0011051663330882136 0.0010907034156595339 0.0016768779459512819 0.0018516417216325465 0.0010458327662128397 0.0011725859676516718 0.0012235433699174661 0.0010613636509972935 0.0012481661503738195 0.001069602937292303 0.0015470755136530743 0.0012580649896705154 0.0067311182491949506 0.0011536313009621324 0.0011848478148976938
leaf_count=113 178 124 41 142 224 568 206 189 154 23 99 174 208 212 44 97 44 105 78 38 12 20 22 36 69 105 54 462 53 16
internal_value=0 -5.64303e-05 -2.89803e-05 -6.59452e-06 -3.14596e-05 3.9519e-06 -2.03847e-05 1.06285e-05 4.54432e-05 7.29922e-05 0.00010025 6.05688e-05 1.19266e-05 6.28677e-05 -0.00046757 0.000117245 4.87342e-05 0.000100243 -0.000238427 5.45333e-05 0.000241137 0.000307822 0.000523464 0.000530681 0.00022 0.000143967 -0.00036739 0.000257669 0.000834857 0.000344071
internal_weight=0 0.0446767 0.0433812 0.0423811 0.0412077 0.0399672 0.0388893 0.0374167 0.0356814 0.0345097 0.0334931 0.0321889 0.0291281 0.0271991 0.00252904 0.0246701 0.0211631 0.0198519 0.00583242 0.00415554 0.0140195 0.0129288 0.00306085 0.00350696 0.0117562 0.0105326 0.0023039 0.00898557 0.0022588 0.00791597
internal_count=3910 3797 3673 3495 3353 3129 3088 2520 2314 2125 2102 2003 1827 1653 252 1401 1215 1003 275 170 728 684 176 186 672 652 92 547 150 478
is_linear=0
shrinkage=0.00134594


Tree=1368
num_leaves=31
num_cat=0
split_feature=14 1213 1429 4 480 133 1374 160 38 3 483 484 403 50 159 33 52 376 49 151 42 403 15 1374 453 11 39 4 130 1
split_gain=0.000726209 0.000591423 0.000580207 0.000622075 0.000877598 0.00063705 0.000617016 0.000560151 0.000494126 0.000966295 0.000641252 0.000543307 0.000914892 0.000458942 0.000572011 0.000454401 0.000450089 0.000470745 0.000451542 0.000581551 0.000611793 0.0005354 0.000883168 0.000646062 0.000564728 0.000446597 0.00044379 0.00034429 0.000380951 0.000392289
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.090240000000000015 -0.40446999999999994 0.12641000000000005 0.30601500000000009 0.088030000000000011 0.086130000000000026 -1.0000000180025095e-35 0.09525500000000002 0.10276500000000001 -0.007134999999999999 -0.42985499999999993 0.11605500000000001 -0.084114999999999981 0.096145000000000022 0.084685000000000024 0.087440000000000004 0.088190000000000004 -0.049459999999999997 1.0000000180025095e-35 0.088315000000000018 0.005105000000000001 -0.23071499999999998 -1.0000000180025095e-35 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 9 10 11 12 -9 14 15 -14 -17 18 19 20 -18 23 -23 -20 25 26 27 -25 -29 -30
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 -16 16 17 -19 21 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00081327556158302707 -0.00097386935176673991 -0.00098720923164260198 -0.00091227037421774844 0.001016636209502485 -0.0011837536502586402 -0.00086023040138062884 -0.00095709347877278401 -0.0010749325802359329 -0.00082526731174366536 0.0014283897518493204 -0.0009765485760706836 0.00087318215081540803 -0.00077621796912447278 0.00082053924400927352 -0.00086858658247272584 -0.00074294099140386339 -0.00085156388769747396 -0.00071922389316175881 -0.00033563690211943574 0.00079156846589134361 0.00043782445489704805 -0.0012868133524400309 0.00059147950236811402 8.6263486746158161e-05 -0.00037945591280099278 -0.00026510566760462237 0.0013591219995457181 -0.00012727514258827397 0.00059659988080604817 0.0012598335589525517
leaf_weight=0.0017898277587741198 0.0016391596046769754 0.0011315796330660923 0.0013519125956955582 0.0013141398691692832 0.0012031723544836245 0.0011732267039239455 0.0011306434912590193 0.0012674062160217816 0.0010509421077102834 0.001201197651806484 0.0010443741892444116 0.0020486899105969228 0.0010288146521730815 0.0020245654242632685 0.0011528044337055779 0.0010186320630509718 0.0023311396493319583 0.001040265816213414 0.0021157922387899921 0.0010204452625828253 0.001107372518952765 0.0010295191927189853 0.0010134310290261794 0.0026140816303836601 0.0013839880392207951 0.0012147102967219317 0.0015511961213351402 0.001131364781379319 0.0081205728977263511 0.0023447253860933168
leaf_count=578 126 180 190 179 216 170 63 482 21 104 157 132 39 128 152 149 71 13 40 21 42 59 24 35 49 37 122 48 213 70
internal_value=0 -7.37422e-06 2.32111e-05 4.80513e-05 1.95853e-05 5.28595e-05 8.38077e-05 0.000112492 0.000141125 0.000167298 0.000127014 0.000158539 0.000116115 0.000161524 0.000118786 0.000156645 0.000189697 0.000223603 0.000259958 -0.000155311 -0.000436316 0.000342184 -0.000355063 0.000411748 0.000497874 0.000569396 0.000633708 0.000554524 0.000660078 0.000745196
internal_weight=0 0.0489505 0.0471607 0.0460291 0.044715 0.0435118 0.0421599 0.0410293 0.039856 0.0388051 0.0376039 0.0365595 0.0345108 0.0332434 0.0312189 0.0300661 0.0290372 0.0280186 0.0269783 0.00445896 0.00343851 0.0225194 0.00204295 0.0204764 0.0183606 0.0169767 0.0157619 0.0142107 0.0115967 0.0104653
internal_count=3910 3784 3206 3026 2847 2631 2441 2378 2208 2187 2083 1926 1794 1312 1184 1032 993 844 831 134 113 697 83 614 574 525 488 366 331 283
is_linear=0
shrinkage=0.00142833


Tree=1369
num_leaves=31
num_cat=0
split_feature=31 14 3 4 480 133 133 401 52 1374 3 159 42 123 41 52 3 3 133 42 1 1 51 15 49 0 1374 16 150 48
split_gain=0.000779889 0.000690325 0.000486562 0.000440935 0.000723253 0.000485735 0.00050243 0.000735019 0.000475275 0.000427452 0.000390758 0.000474328 0.000486197 0.00049057 0.000386033 0.000383922 0.000352016 0.000333761 0.000424397 0.000477299 0.000285638 0.000536119 0.000482668 0.000454389 0.000425005 0.000530153 0.000632215 0.000375651 0.000332112 0.000327429
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -0.15498499999999996 0.085435000000000011 -0.51745999999999992 0.084750000000000006 -0.15464999999999998 0.10519500000000001 -0.11403999999999999 0.083745000000000014 0.077300000000000021 0.095040000000000027 -0.10628499999999998 -0.089974999999999986 -0.085714999999999986 -1.0000000180025095e-35 0.10561500000000001 0.092550000000000007 0.12342500000000002 -0.095799999999999982 -0.085974999999999982 -0.090939999999999979 -0.094679999999999986 -0.27337499999999998 0.084475000000000008 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 10 15 12 -12 14 16 -10 -14 -18 -19 -20 21 24 27 -23 -21 26 -26 -22 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 11 -13 13 -15 -16 -17 17 18 19 20 22 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0012272335336196533 -0.00094025874625306078 -0.0010968486228110455 0.00070894484157605947 0.00069582144904810914 -0.0012440313563315121 0.00091710775814501401 -0.0009815556971343631 -0.0012604408285023069 0.0010888040519070217 -0.00091448628221875417 -0.00070037412631081242 -0.00091668916177196046 0.00060347105848998039 0.001016605589143277 -0.00069454427969480102 1.5835590682883919e-05 -0.00063622007849616666 0.00091877149663546938 -0.00081652211077783371 -0.00076503539180801275 -4.9010758684549795e-05 -0.0012430974833676535 -0.00038330382510825287 4.7832806448967913e-05 -0.00050975481567717496 -0.00021751171144722829 0.00078795012417060516 0.0010205867836057447 0.0014347674719754917 -0.00016958448196252986
leaf_weight=0.0010297559363329203 0.0012663708272558907 0.0013106508328915014 0.0018424108947983067 0.0015887032434483963 0.0011143003488860012 0.0011693475963792102 0.0010512777535874865 0.0010395636888980977 0.0014350990795339779 0.0010216829803793006 0.00180855656189599 0.0011683397961149691 0.0024686194700338357 0.0011369081390174554 0.0014387806552917928 0.0013967043601041951 0.0015169952086796354 0.001183597017254844 0.0013462083018941908 0.0010542132237407733 0.0010063769681636359 0.0012767167066414231 0.0012157582235587938 0.001058583288590543 0.0011009297650161898 0.0037529442200887296 0.002598400265617291 0.0022666990218027641 0.0010590860302954752 0.0010701722713524209
leaf_count=113 212 124 150 102 231 53 246 252 66 94 131 176 89 120 62 21 188 105 280 52 51 36 31 135 11 578 95 59 11 36
internal_value=0 -5.54713e-05 -2.33211e-05 -5.65421e-05 -8.71729e-05 -5.31672e-05 -2.25083e-05 -5.34829e-05 -1.70434e-05 1.33319e-05 4.26257e-05 -6.95296e-06 3.05258e-05 8.0312e-05 3.84266e-05 0.000559594 8.24129e-05 2.26038e-05 7.26013e-05 1.93459e-05 8.37938e-05 -2.58271e-05 0.000400557 -0.000657923 0.000112963 0.000209565 0.000484554 0.000691716 0.000716098 0.000508624
internal_weight=0 0.043764 0.0424533 0.0406109 0.0390222 0.0379079 0.0366416 0.0354722 0.0344326 0.0333814 0.0323597 0.0295279 0.0283595 0.026551 0.0254141 0.0028318 0.0239753 0.0215067 0.0199897 0.0188061 0.0174599 0.012971 0.00448883 0.0023353 0.0106357 0.00958153 0.00582859 0.00327308 0.00472766 0.00366857
internal_count=3910 3797 3673 3523 3421 3190 2978 2925 2673 2427 2333 2246 2070 1939 1819 87 1757 1668 1480 1375 1095 954 141 171 783 731 153 110 142 131
is_linear=0
shrinkage=0.00145689


Tree=1370
num_leaves=19
num_cat=0
split_feature=4 11 52 0 158 12 39 13 0 39 130 47 48 1 15 2 4 13
split_gain=0.000128836 0.000189273 0.000169717 0.000168734 0.000175923 0.000136752 0.000217227 0.000218917 0.000239187 0.000183992 0.000153886 0.000205001 0.000227881 0.000187906 0.000180011 0.000196449 0.00014047 0.000136069
threshold=0.28937500000000005 0.077165000000000025 0.18936500000000003 0.18055000000000002 0.085745000000000002 0.10700500000000002 0.10519000000000002 -0.094679999999999986 -0.084304999999999977 1.0000000180025095e-35 -0.076814999999999981 0.09550500000000002 0.082070000000000018 0.087075000000000014 -0.0071449999999999994 0.084235000000000018 -0.08266999999999998 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 -9 12 14 -14 -12 -16 -17 -2
right_child=17 -3 -4 -5 -6 -7 -8 9 -10 -11 11 -13 13 -15 15 16 -18 -19
leaf_value=0.00040216099010535164 0.0020825463132063105 -0.0018932651647709806 -0.0014976750543403072 0.0018371853549017209 -0.0017081445277399427 -0.001394659552836902 -0.001732704641983693 0.0015467821463808901 0.002919715182180442 0.0018809415702771416 -0.002702551644655298 0.0013647773443335232 0.0012750293855000022 -0.00072433298592782219 0.00057712883760750462 -0.0026724273688077138 -0.00047044264005919033 0.00012085894631098747
leaf_weight=0.0019493951786468955 0.0011213190413025265 0.0011547555952574609 0.00147492901653301 0.0010237792544738325 0.0011598692931681564 0.0011586836507414813 0.0010899586499401584 0.0010135039290664069 0.0012247766610933237 0.0010086167959570411 0.0011501271211960861 0.0013144714460811844 0.0019286278244736929 0.0018220901548149371 0.0014908517348319423 0.0010845156469195929 0.0012349745802018057 0.0018971780578402589
leaf_count=160 239 212 414 27 301 204 48 110 60 152 459 140 135 66 372 275 349 187
internal_value=0 -0.000133246 -3.70575e-05 7.25528e-05 -2.44171e-05 8.73652e-05 0.000192638 0.000330501 0.00137358 5.56865e-05 -0.000111082 -0.000278677 -0.000526665 0.000303744 -0.00115456 -0.000687303 -0.00150002 0.000849592
internal_weight=0 0.0222839 0.0211292 0.0196542 0.0186305 0.0174706 0.0163119 0.015222 0.00317417 0.0120478 0.0110392 0.0100257 0.00871119 0.00375072 0.00496047 0.00381034 0.00231949 0.0030185
internal_count=3910 3484 3272 2858 2831 2530 2326 2278 220 2058 1906 1796 1656 201 1455 996 624 426
is_linear=0
shrinkage=0.0044645


Tree=1371
num_leaves=31
num_cat=0
split_feature=14 133 160 1213 1429 133 403 1365 403 16 43 123 49 51 151 12 0 13 52 14 13 48 159 13 47 1 0 1374 16 49
split_gain=0.000782799 0.00060767 0.000680705 0.000617421 0.000628487 0.000551553 0.000520376 0.000515256 0.000494985 0.000461902 0.000729066 0.000611389 0.000487813 0.0007125 0.000655975 0.000449616 0.0004642 0.000374426 0.000351725 0.000355757 0.000411995 0.000331331 0.000334493 0.000316087 0.000292323 0.000442038 0.000290172 0.000272267 0.000268376 0.000253977
threshold=0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16268499999999997 -0.084084999999999979 1.0000000180025095e-35 -0.065924999999999997 0.10994000000000002 -0.073139999999999983 1.0000000180025095e-35 -0.084114999999999981 -0.024374999999999997 0.096145000000000022 0.091475000000000015 -0.017269999999999997 -0.084084999999999979 0.14114500000000005 -0.076254999999999989 -0.17606499999999997 0.12738500000000003 1.0000000180025095e-35 0.17936000000000002 0.09252500000000001 0.094695000000000015 -0.10783 -0.049459999999999997 0.3935300000000001 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 -6 -7 9 -4 11 15 12 14 -14 26 16 -11 -12 19 -15 -21 22 23 24 25 27 -8 -22 -17 -29
right_child=-2 2 3 4 5 6 7 -9 -10 10 17 -13 13 18 -16 28 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00088790866450864394 -0.0010046855504296903 -0.00091909476394257486 -1.0492809546905406e-05 -0.00094533429278491647 0.0010393042294071732 -0.00083315424908452114 -0.00021991284443271302 -0.00084717503683305162 -0.0013729069227741812 -0.00082483635954188315 -0.00025052700316090286 0.0010361383778481632 0.00094889480799697471 -0.00053994161887059599 0.00065852953184978972 0.00098479607176500108 0.00036275316690701642 -0.0011750106716426662 0.00067117421128552453 0.00091018618160156278 -0.00041388040802916779 -0.00066486642330229216 -0.0005218760118913102 -0.00051647074989246485 -0.00017164027022104479 0.00092026578678685927 -0.0011233855993219965 0.00080308749609667542 6.2512383552343356e-05 0.00017810966464747502
leaf_weight=0.0014303455200113105 0.0015316836984911033 0.0014056070116300603 0.0010058784055566039 0.0010805620046025468 0.0011826483388572831 0.0011234213509850868 0.0014362708841773042 0.0010207912684716538 0.0010045432160850068 0.0012137897600374981 0.0020089286087525693 0.00164940472452657 0.0024508881681384867 0.0014919754585487324 0.0010047506183568089 0.0014627353011871236 0.0012687657935370744 0.0014018973275291557 0.0023086171630737331 0.0012737588553797226 0.0010876853889385547 0.0010035892008488636 0.0012727776581012437 0.0010284596279053213 0.0022498281380967109 0.0021966652191172118 0.0012558489553518007 0.0016054093012711794 0.0010020214870154476 0.00517894210104032
leaf_count=226 126 275 206 165 53 427 45 72 320 109 36 254 218 42 34 49 28 142 121 74 15 24 169 41 60 112 53 42 67 305
internal_value=0 -7.06883e-06 2.11318e-05 5.16741e-05 8.7873e-05 0.000115659 8.76483e-05 0.000114961 -0.000691247 0.000141612 -0.000142176 0.000224852 0.000175006 0.000248962 -0.000288081 0.000194491 -0.000217892 -0.000630503 0.000166081 0.00010267 0.000159411 9.82012e-05 0.000150583 0.000214709 0.000275754 0.000375723 -0.000641375 0.000223771 0.000609851 0.000326001
internal_weight=0 0.0461068 0.0446765 0.0432709 0.0412604 0.0401799 0.0389972 0.0378738 0.00201042 0.036853 0.00835814 0.0284949 0.0268455 0.0231486 0.00369687 0.00494731 0.00248256 0.00341083 0.0206977 0.0183891 0.0168971 0.0156234 0.0146198 0.013347 0.0123185 0.0100687 0.00269212 0.00787204 0.00246476 0.00678435
internal_count=3910 3784 3558 3283 2757 2592 2539 2112 526 2040 431 1609 1355 1223 132 253 137 178 1005 884 842 768 744 575 534 474 98 362 116 347
is_linear=0
shrinkage=0.00137286


Tree=1372
num_leaves=20
num_cat=0
split_feature=1 150 16 1 4 2 2 42 4 40 16 49 2 49 42 52 16 4 4
split_gain=0.00012219 0.000182766 0.000225342 0.000143728 0.000136431 0.000156995 0.000199759 0.000137002 0.000185274 0.000130945 0.000328109 0.000157137 0.00014446 0.000207247 0.000136583 0.000120459 0.000119683 9.42902e-05 0.000142452
threshold=0.085835000000000009 0.075065000000000007 -0.09601999999999998 0.097070000000000004 -0.082054999999999975 0.106285 0.096750000000000017 0.091330000000000008 -0.00027999999999999998 0.028705000000000001 0.13514000000000004 -0.006494999999999999 0.11260500000000001 0.12114500000000002 0.082690000000000013 0.086635000000000004 -0.114825 -0.00072999999999999985 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 -3 -4 5 6 15 8 -6 10 11 -2 14 -14 17 -1 -10 -13 -19
right_child=1 2 3 -5 7 -7 -8 -9 16 -11 -12 12 13 -15 -16 -17 -18 18 -20
leaf_value=-0.00057195672712708693 -0.001295672438465226 0.0028097382211940518 -0.00079796952032698098 0.0014680767106873438 -0.0024345119763620133 0.0017297650026938994 -0.0018845573588717613 0.00046536197386692213 -0.0015525290337080669 0.0015260743287350779 -0.0019774720862562973 0.001471158302999119 0.0025344628958884965 -0.00019104782233134271 -0.0012441046629584195 0.0014468576986433877 0.00037326676796105448 -0.00099395025607267886 0.0011634662396212208
leaf_weight=0.0012129189922266137 0.00128309256489523 0.0011495686344658584 0.0011512845013186288 0.0011706035898202405 0.0016925727674191419 0.0010475476664888461 0.0011040033567307761 0.0012310300854805438 0.0012385940873898688 0.0010223256292972724 0.0017572297898486031 0.0012445683612520879 0.0013448157819097584 0.0010153576362845751 0.0013479087131730849 0.0012389670243361517 0.0014557132771679526 0.0014578808269598512 0.0011239793709359736
leaf_count=330 71 125 79 148 811 29 48 363 183 57 295 194 170 67 343 218 218 88 73
internal_value=0 0.000244197 0.00116085 0.000344481 -0.000400825 0.000180371 -0.000276073 -0.00087707 -0.00125378 -3.01904e-05 -0.000180643 0.000177441 0.000428306 0.00136194 2.44835e-06 0.000448174 -0.000512037 0.000441563 -5.47469e-05
internal_weight=0 0.0150686 0.00347146 0.00232189 0.0102213 0.00460344 0.00355589 0.00561791 0.00438688 0.0115972 0.0105748 0.0088176 0.00753451 0.00236017 0.00517434 0.00245189 0.00269431 0.00382643 0.00258186
internal_count=3910 1710 352 227 2200 625 596 1575 1212 1358 1301 1006 935 237 698 548 401 355 161
is_linear=0
shrinkage=0.00455379


Tree=1373
num_leaves=20
num_cat=0
split_feature=403 484 11 484 457 484 50 48 52 133 0 48 0 52 133 51 4 16 13
split_gain=0.000106695 0.000127994 0.000149134 0.000127218 0.00010604 0.000157847 0.000174893 0.000177022 0.00024941 0.000279181 0.000223399 0.000271742 0.000197627 0.000257016 0.000281654 0.000182718 0.000181535 0.000142256 0.000131468
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 0.084225000000000008 -0.0034949999999999994 -0.0043499999999999988 0.098870000000000027 0.016865000000000002 0.11401500000000002 -0.090054999999999982 -0.084794999999999995 0.088035000000000016 -0.10071499999999999 0.083750000000000005 0.0035300000000000006 -0.14132499999999995 0.015635000000000003 -0.078844999999999985 -0.0082649999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 -7 11 -9 18 15 -15 -14 -13 -17 -11
right_child=1 -3 -4 -5 5 6 -8 10 -10 12 -12 16 13 14 -16 17 -18 -19 -20
leaf_value=-0.0012706665558086482 -0.0010233977466123768 -0.0014553748758924935 -0.0012320985445383658 0.0017957070681807301 -0.0013624939340428233 -0.0020895762162250393 0.0021978714450089222 0.0022505796699756365 -0.0018614261940034162 0.0026854960545699504 0.0028148326906432394 -0.0016811322506888914 0.00059603168171923446 0.0029372952441780705 -0.00051368498957419346 -0.00043449631216121868 0.00075987579261281048 -0.0028339229863349833 0.00069908753597054663
leaf_weight=0.0013798322241914259 0.0015196070599073066 0.0011469466791666763 0.0015982102307898751 0.0010757525630994405 0.0012171159800215955 0.0010307073167941114 0.0010580133321821386 0.0012310511544607883 0.0014699302600176276 0.0011009323135973137 0.0011072646688508039 0.0012450079542613013 0.0011771705198039845 0.0010265770803281615 0.0010144695792089209 0.0010244421274249963 0.0013924687149259318 0.0011114776715905415 0.0020711582654818431
leaf_count=930 254 264 206 141 410 259 178 58 152 65 140 83 111 60 46 149 67 248 89
internal_value=0 5.81392e-05 0.00013539 0.000240095 0.000155566 0.000253585 0.000368876 0.000247953 -8.02153e-05 0.000193749 0.000975206 0.000448661 0.000469772 -7.45378e-05 0.00122204 -0.000873302 -0.00039239 -0.0016831 0.00138851
internal_weight=0 0.0236183 0.0224714 0.0208731 0.0197974 0.0182778 0.0170607 0.0160027 0.0110269 0.00955693 0.00497579 0.00386853 0.00852623 0.00535414 0.00204105 0.00331309 0.00263748 0.00213592 0.00317209
internal_count=3910 2980 2716 2510 2369 2115 1705 1527 1179 1027 348 208 768 614 106 508 150 397 154
is_linear=0
shrinkage=0.00464487


Tree=1374
num_leaves=18
num_cat=0
split_feature=1 150 151 150 1 2 0 4 4 4 4 12 12 160 15 43 1
split_gain=0.000117237 0.000155543 0.000212626 0.000142155 0.00012296 0.000364138 0.000192719 0.000192919 0.000133664 0.000122263 0.000204002 0.000132108 0.000195772 0.000156056 0.000262691 9.20631e-05 7.54209e-05
threshold=0.085835000000000009 0.077110000000000012 -0.056409999999999995 0.11247500000000001 0.10561500000000001 0.088585000000000011 -0.035699999999999989 0.24280000000000004 -0.0010999999999999996 -0.15333499999999997 -0.49837999999999999 0.083175000000000013 0.092365000000000017 0.084835000000000008 0.085120000000000015 -0.074254999999999988 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 8 7 15 -2 10 -1 -11 13 14 -13 -6 -9
right_child=1 2 3 -5 6 -7 -8 16 -10 11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0011641034859269429 0.0014786540842216954 0.0030602135452503015 0.0017166044304801336 -0.0010362675298127982 0.00025470484206342991 -0.0029204858758645471 0.0021692868743087368 0.00013513043759124738 -0.00082172550228706029 -0.0021213833259062184 0.0015227924286618298 -0.002172772999297426 -0.0023022078541046361 0.0019109053482110267 0.0012179891191649993 -0.0017588601556945899 0.0018793241017126682
leaf_weight=0.0014018785776283016 0.0014940214477407185 0.0012305929458245046 0.0010211037125782427 0.0011194021694179157 0.0010204056370080039 0.0014321385695023614 0.0014319925490416385 0.001497871257368999 0.0013862503975325948 0.0017850084695950064 0.0018874852965122813 0.0013313334239757509 0.0011920560745074943 0.001061736502274313 0.0012717490609318732 0.0017636050094607114 0.0013345500533431254
leaf_count=75 428 216 72 61 93 181 168 71 105 228 91 648 611 148 399 126 189
internal_value=0 0.000286522 0.00129296 0.000276958 -1.21194e-05 -0.000721758 0.000422056 -2.34263e-05 0.000371501 -0.000463543 0.000377677 -0.000880154 -0.000423975 0.000186959 -0.000516199 -0.00102084 0.000956941
internal_weight=0 0.0147319 0.0033711 0.00214051 0.0113608 0.00431241 0.00704842 0.00561643 0.00288027 0.00993125 0.00328936 0.00664188 0.00485688 0.00366482 0.00260308 0.00278401 0.00283242
internal_count=3910 1710 349 133 1361 714 647 479 533 2200 166 2034 1806 1195 1047 219 260
is_linear=0
shrinkage=0.00533549


Tree=1375
num_leaves=19
num_cat=0
split_feature=41 2 42 1 43 52 16 16 13 2 50 15 13 49 457 49 3 9
split_gain=0.000102634 0.000132653 0.000117217 0.000152874 0.00014904 0.000145247 0.000174099 0.000406016 0.000313222 0.000173959 0.000158151 0.000113322 0.000213495 0.000226719 0.000184715 0.000164265 3.6653e-05 2.19966e-06
threshold=0.078535000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090355000000000005 -0.12074999999999998 0.28122000000000008 0.050115000000000007 -0.006474999999999999 -0.014729999999999998 0.097360000000000016 0.096405000000000005 -0.106555 -0.098524999999999988 -0.045004999999999996 0.082870000000000013 1.0000000180025095e-35 -0.06717999999999999 0.09011000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -3 -4 6 7 10 9 -8 11 15 -13 14 -14 -6 -15 -1
right_child=-2 2 4 -5 5 -7 8 -9 -10 -11 -12 12 13 16 -16 -17 -18 -19
leaf_value=0.0010422911618451448 -0.0012295707103429526 -0.0017108281535418309 0.0015507896817325733 0.0001881961538580834 0.0020806462020651643 -0.0016925175235203299 -0.0011131173321616305 0.002852768435347089 -0.0025999634921284481 0.0012837048259844365 0.0018114909218488113 0.0012252256659087844 -0.0014705859533069793 -0.0014802480398372953 0.00092348991776045801 -0.00034800329231346927 -0.0027355541362594398 0.0013483754050184955
leaf_weight=0.0010019179544506476 0.0014082141879749868 0.0019111224163264459 0.0014260604587392747 0.0017539310845476885 0.0010703794307634889 0.0010426890098229604 0.0012058889183999 0.0012876430344139532 0.0013019596848334878 0.0014257318710831635 0.0010123665871885875 0.0012764691613262862 0.0011884176954053416 0.0010071493595871488 0.0016756820367769265 0.0013697138265196113 0.0010001944018276938 0.0010245282786949805
leaf_count=167 195 832 100 178 135 262 199 201 204 147 197 103 94 544 71 106 100 75
internal_value=0 6.22384e-05 -4.75002e-05 -0.00080204 0.00011244 -1.68546e-05 0.000101027 0.00040361 -0.000736511 0.000185408 7.51179e-05 -0.000129568 -0.000465711 -0.000908788 -6.9898e-05 0.000717356 -0.00210573 0.00119704
internal_weight=0 0.0229818 0.0209554 0.00366505 0.0172903 0.0158643 0.0148216 0.010888 0.00393358 0.00263162 0.00960037 0.00858801 0.00614791 0.00487144 0.0028641 0.00244009 0.00200734 0.00202645
internal_count=3910 3715 3473 1010 2463 2363 2101 1551 550 346 1350 1153 912 809 165 241 644 242
is_linear=0
shrinkage=0.00464487


Tree=1376
num_leaves=18
num_cat=0
split_feature=1 43 39 48 457 2 12 1 0 4 1 0 0 4 16 43 16
split_gain=9.18847e-05 0.000173179 0.000205589 0.000191073 0.000244203 0.000211166 0.000184344 0.00013766 0.000123431 0.000244927 0.000118868 0.000114184 0.000172629 0.000151592 0.000102471 0.000101234 4.48096e-05
threshold=0.085835000000000009 -0.24333999999999997 0.005105000000000001 0.12675000000000003 0.041935000000000007 0.11542500000000001 0.10106500000000002 0.10915500000000002 -0.084074999999999997 -0.00027999999999999998 0.095575000000000007 -0.081964999999999996 -0.060094999999999989 -0.51381999999999983 -0.114825 0.070805000000000021 -0.080824999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 7 10 9 -1 16 -10 -13 -14 -11 -15 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 11 14 -12 12 13 15 -16 -17 -18
leaf_value=-0.0029387999584072348 -0.0015597887451387815 -0.00018245592349815139 0.002081319939259699 -0.0018030154745557856 0.0021342261396006526 0.0019888970808148456 0.0015997329010846825 -0.0022391360238577349 0.0016759937755644397 -0.0011691077109282275 0.00075967015766978787 -0.0021345495786564399 -0.0014399284579209959 1.455648276635757e-05 0.00097888318810649766 0.0021253669033879734 -0.0016483127846412091
leaf_weight=0.0013952718707401224 0.0013523232571917019 0.0010022787990985361 0.0018741886827670371 0.0012400514080861411 0.0019074052811978168 0.0012885983255395417 0.0011274681968126421 0.0013640089945490541 0.0010475717367114945 0.0013401441677518139 0.001780062238946889 0.0010891801078951324 0.0010367046585867401 0.0014263555492681768 0.0011969270703842405 0.0011834840757108944 0.0014561527007717866
leaf_count=770 63 144 350 79 125 161 118 139 190 198 211 619 48 148 171 56 320
internal_value=0 0.000257632 0.000446106 0.00017164 0.000418333 1.01675e-05 -0.000368703 -0.000764838 -0.000413911 -0.00114322 -0.000290388 8.19835e-05 -0.000270622 0.000286112 -0.000155739 0.000971746 -0.0010507
internal_weight=0 0.0143925 0.0130402 0.011166 0.00992597 0.00801857 0.00672997 0.0056025 0.00971564 0.00393234 0.00423849 0.0057833 0.00473572 0.00364654 0.00253707 0.00260984 0.00245843
internal_count=3910 1710 1647 1297 1218 1093 932 814 2200 1139 675 1061 871 252 369 204 464
is_linear=0
shrinkage=0.00533549


Tree=1377
num_leaves=31
num_cat=0
split_feature=31 14 1429 480 1213 4 38 3 133 133 130 1 160 151 0 1186 16 43 12 453 448 2 49 42 151 457 1 12 15 32
split_gain=0.00109621 0.000554735 0.000579531 0.000557116 0.000532811 0.000478488 0.000460524 0.0011404 0.000382481 0.000509379 0.000483831 0.000487 0.000481153 0.000576867 0.000366198 0.000352699 0.000344794 0.000582907 0.000367487 0.000334266 0.000406242 0.000426594 0.000598129 0.00063791 0.000436956 0.000353025 0.000221738 0.000410117 0.000313966 0.000201199
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 0.50541500000000006 0.11976000000000002 0.30601500000000009 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.088495000000000018 -0.10117499999999999 -0.010684999999999998 0.18055000000000002 0.083980000000000013 0.16388500000000003 -0.073684999999999987 0.091475000000000015 1.0000000180025095e-35 -0.037059999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092395000000000019 -0.081989999999999993 0.09037000000000002 0.099595000000000017 0.084100000000000022 0.088345000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 15 11 -11 13 -12 16 -10 19 18 -18 20 -14 29 24 26 -23 -26 27 -24 -29 -22
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 12 -13 14 -15 -16 -17 17 -19 -20 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.001286667013416246 -0.0010793165517830857 -0.00096646245464634744 -0.00071693767463874771 -0.00078257487392632494 -0.00074142194557525322 0.00098550703223296916 -0.00089748417763856286 0.001400386889267926 0.00023995964064546459 -0.0013452021279708273 0.00025621262240210882 1.8724368503210689e-05 0.0010377133539886145 -0.0010693116935562121 0.00084786961332390296 0.0012338666419102018 -0.00041564378427950976 -0.00086172980528602947 0.00059080373461140099 -0.00054373713338115603 7.6742096055462444e-05 0.0005181541371040196 0.00083708423353602785 -0.0005621417496761991 -0.00062499033569985134 0.00011015787843230744 0.00091164738103023484 -0.00031491396931724599 0.00062167611008384887 -0.00073045415112923755
leaf_weight=0.0012271744052435576 0.0010051422402654322 0.0012716140446387128 0.0017955426442982638 0.0017279999593519937 0.0012563586822456055 0.0010726442734551025 0.0010064168987113922 0.001208756986943004 0.001989384181008246 0.0010293580621295031 0.0010859605961952568 0.0010239973889341059 0.0010313521947420403 0.0015812188575929911 0.0012064560847149233 0.0010802878175155683 0.001321617513403428 0.0019827069721052295 0.0015407560903373252 0.0013277018823334421 0.0010205155307900782 0.0017206964668957658 0.0025069696389970093 0.0010746834495480853 0.0028647108848681687 0.0023167668623358395 0.0027237844027920843 0.0017325993246155025 0.0011797153963135631 0.001488979676934162
leaf_count=113 178 124 570 235 190 162 21 98 158 118 46 56 77 243 22 22 90 132 83 58 14 144 86 234 127 42 76 220 100 71
internal_value=0 -5.46783e-05 -2.82693e-05 -3.64217e-06 2.90515e-05 6.30699e-05 3.7237e-05 6.24605e-05 1.76453e-05 4.50255e-05 -7.62121e-06 -0.000665019 3.7818e-05 -0.000529615 9.37886e-05 0.000589738 5.85722e-05 -0.000278137 0.000126106 0.0001363 0.000182223 0.000134862 0.000218469 0.000451882 -9.3249e-05 -0.000296287 0.000585708 0.000421887 6.44783e-05 -0.000402198
internal_weight=0 0.0451747 0.0439031 0.0428979 0.0411699 0.0393744 0.0383018 0.0372953 0.0360866 0.0348302 0.0317605 0.00205336 0.0297072 0.00266718 0.02704 0.00306967 0.0258336 0.00484508 0.00286237 0.0209885 0.0196608 0.0186294 0.0161199 0.00921775 0.00690217 0.00518148 0.00814307 0.00541928 0.00291231 0.0025095
internal_count=3910 3797 3673 3495 3260 2690 2528 2507 2409 2219 2039 174 1865 289 1576 180 1554 305 173 1249 1191 1114 1029 716 313 169 482 406 320 85
is_linear=0
shrinkage=0.00140032


Tree=1378
num_leaves=19
num_cat=0
split_feature=403 484 11 484 3 124 160 151 0 133 3 49 4 52 2 16 13 48
split_gain=9.5947e-05 0.000102576 0.000140262 0.000124173 9.53796e-05 9.87321e-05 0.000142793 0.000196503 0.000248165 0.000233428 0.000185331 0.000175126 0.000188509 0.000152996 0.000231863 0.000138048 9.34835e-05 6.09607e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 0.084225000000000008 -0.14818499999999998 -0.048219999999999992 -1.0000000180025095e-35 -0.083559999999999982 -0.053834999999999994 -0.090054999999999982 0.090325000000000003 -0.085974999999999982 0.074650000000000008 0.024145000000000003 0.086650000000000019 -0.30307999999999996 -0.081734999999999988 0.089935000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 10 -8 9 -9 -7 -11 13 14 -13 -14 -10 -16
right_child=1 -3 -4 -5 5 6 7 8 16 11 -12 12 15 -15 17 -17 -18 -19
leaf_value=-0.0011796440225939743 0.0013950044390602016 -0.0012663920909256677 -0.0011680632368555148 0.0017233648812379362 0.0011400158221350615 -0.0024979313727330581 -0.0015861504500696638 -0.0012499223967506578 0.00017545049698224641 -0.00062034235070656477 0.00010144080834146086 -0.00090903056269701866 0.001098162302848921 0.0018515988217789204 0.0020319624336161157 0.0033413080603858147 -0.0015372737281361246 0.00048463567511622722
leaf_weight=0.0013227171736971887 0.0011395610897685328 0.0011104105466465666 0.001553004732431639 0.0010443876817175504 0.0015505186398078455 0.0010143974695412906 0.0012225647952506255 0.0011959817168414608 0.001003040739108646 0.0013733937409234915 0.0011857999748887682 0.0019216086645243383 0.0010941611854515809 0.0015655714450342195 0.0010102334448868766 0.0010931965449354486 0.001732038293354673 0.0010197927030457521
leaf_count=930 99 264 206 141 247 515 169 314 47 82 62 181 96 140 148 37 183 49
internal_value=0 5.71162e-05 0.000124781 0.000224343 0.000142471 6.30961e-05 -3.85231e-05 0.000125116 0.000285938 0.000604092 -0.001097 0.000848351 0.00111016 0.000670447 0.000202494 0.00221924 -0.000909163 0.00125466
internal_weight=0 0.0228297 0.0217193 0.0201662 0.0191219 0.0179823 0.0164318 0.0142316 0.013009 0.0102739 0.0022002 0.00907796 0.00770456 0.00551721 0.00395163 0.00218736 0.00273508 0.00203003
internal_count=3910 2980 2716 2510 2369 2270 2023 1446 1277 1047 577 733 651 518 378 133 230 197
is_linear=0
shrinkage=0.0044645


Tree=1379
num_leaves=31
num_cat=0
split_feature=31 1429 4 480 133 1213 133 1348 52 52 52 15 130 4 4 49 4 3 1 12 47 47 48 49 0 51 2 43 4 1
split_gain=0.000798793 0.000544007 0.000543136 0.000729192 0.000597709 0.000501352 0.000592321 0.000496125 0.000559237 0.000647927 0.000639503 0.000781264 0.000592351 0.000560033 0.000507469 0.000406846 0.000405737 0.000455546 0.000423467 0.000366661 0.000362273 0.00114108 0.000583939 0.000542631 0.000499437 0.000503917 0.000354049 0.000343471 0.000326422 0.000394739
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -1.0000000180025095e-35 -0.085714999999999986 0.084895000000000012 0.16064500000000001 0.14114500000000005 0.11588000000000002 -0.24219999999999997 -0.0015749999999999998 -0.082054999999999975 0.061775000000000004 0.15019500000000002 0.25367000000000006 -0.083604999999999985 0.11368000000000002 0.086765000000000023 0.09550500000000002 0.08801500000000001 0.09227500000000001 -0.085974999999999982 -0.099864999999999995 0.083165000000000017 0.086915000000000006 -0.074904999999999985 -0.08422499999999998 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 19 8 9 10 11 -8 -13 28 -10 16 17 -15 -18 -7 21 22 23 -19 25 -25 -26 -22 29 -14
right_child=1 2 -4 -5 5 6 7 -9 14 -11 -12 12 13 15 -16 -17 18 20 -20 -21 27 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0010856900653382769 -0.001032854769770597 -0.00088641642578043544 0.000865833280388556 -0.0011490194573295011 -0.00069081674416812862 7.4853719203159087e-07 0.0011644379605795601 0.00090063688532537455 -0.00011980849134158648 0.0010941470715999922 -0.00094622889233979767 -0.00075931024971517803 0.00049905301765703898 -0.00071124252375671633 -0.0012312226898656871 -0.00088844321873927077 5.8399861955892093e-05 -0.0011050326125555238 0.001136803338238603 0.00094578919231200318 -7.7200783017529009e-05 -0.0013730887942313196 0.00061730785287270127 0.00073272555244293118 -0.0011440269649459094 -0.0001891552998484997 -0.00011318046231278175 0.00094605243651418121 0.0010833104906665845 -0.00025658305744630683
leaf_weight=0.0011856675117726248 0.001048922383421024 0.0014825841303165435 0.0012332223088202801 0.0011250091879533844 0.0018891650948537611 0.0012402443826700074 0.0010763612269100086 0.0010785906717385432 0.001808436953977143 0.0010049450756355318 0.0013608974799446108 0.0019412001432252404 0.0038112435330823757 0.0021806583568689105 0.0013540602973318716 0.0011291086984268608 0.0020792625918719656 0.0010090354449516772 0.0010244196926683102 0.0020573357201195408 0.0012228009463779443 0.001258647562310867 0.0023249090703689754 0.002138231613167273 0.0010019749226451323 0.0023411178152912271 0.0016822537631124845 0.0012505825189634842 0.0010190434362771115 0.0019798455333757126
leaf_count=113 179 223 142 229 561 91 89 68 262 17 54 171 126 337 64 57 72 44 37 101 52 25 83 53 172 31 237 23 42 155
internal_value=0 -5.52292e-05 -3.29876e-05 -5.769e-05 -2.96251e-05 4.30156e-07 3.27738e-05 -1.68157e-05 -4.43041e-05 8.79844e-06 -2.54668e-05 1.56568e-05 -2.64093e-05 2.54139e-05 -0.000595674 -8.72096e-05 -4.08488e-05 -0.00012694 0.000414344 0.000590352 -3.73964e-05 -0.000137872 1.02296e-05 -0.000162469 -2.97034e-05 0.000250907 -0.000497977 0.000440173 0.0003668 0.000240718
internal_weight=0 0.0471541 0.0461052 0.044872 0.043747 0.0422644 0.0403752 0.0370776 0.035999 0.0328365 0.0318316 0.0304707 0.0293943 0.0274531 0.0031625 0.020643 0.0195139 0.0164102 0.00310368 0.00329758 0.0142296 0.0117562 0.0104975 0.00817261 0.00716358 0.00447935 0.00268423 0.00247338 0.00681013 0.00579109
internal_count=3910 3797 3618 3476 3247 3024 2463 2271 2203 1877 1860 1806 1717 1546 326 1223 1166 1057 109 192 720 645 620 537 493 84 409 75 323 281
is_linear=0
shrinkage=0.00137286


Tree=1380
num_leaves=31
num_cat=0
split_feature=14 1213 38 3 480 151 4 11 0 0 47 2 4 1429 159 1373 47 14 131 12 15 12 4 4 151 0 0 3 49 15
split_gain=0.000540816 0.000429115 0.000434201 0.00115604 0.000415084 0.00039315 0.000400155 0.000353273 0.0003756 0.000533224 0.000518576 0.000438566 0.000486723 0.000345794 0.000394944 0.000393825 0.000343901 0.00052442 0.000261773 0.000378926 0.000320992 0.000410381 0.000452711 0.000338104 0.000429671 0.000285701 0.000346582 0.000237009 0.000214904 0.000240921
threshold=0.077685000000000018 -1.0000000180025095e-35 0.11976000000000002 0.30601500000000009 0.083685000000000009 -0.40391999999999995 0.28937500000000005 0.080455000000000013 -0.017269999999999997 -0.032484999999999993 1.0000000180025095e-35 0.11043500000000002 -0.49837999999999999 0.079110000000000014 0.078065000000000009 0.085770000000000013 0.096475000000000019 -0.45687499999999998 0.10033500000000002 0.092365000000000017 -0.10469999999999999 0.089745000000000005 0.0057500000000000008 -0.0025899999999999994 -0.0065099999999999993 -0.082994999999999985 -0.084304999999999977 -0.078669999999999976 -1.0000000180025095e-35 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 13 11 12 -10 14 15 18 17 -8 19 20 -7 22 23 24 -22 26 -26 -21 29 -24
right_child=-2 2 -4 -5 -6 6 16 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 27 21 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00064770490624712696 -0.00089966129897955623 -0.00067428673933665371 -0.00082996618275525409 0.0013196113498076907 -0.00066718077520904113 -0.0003797473171881386 0.00011865490835003211 -0.00072526992631886022 -0.00062223815775667285 -0.00092600444634242398 0.0011697836966694576 0.00088648149483731148 0.00034906667015319166 0.00072236579845920033 -0.00070076100534100221 -0.00074645669137158655 -0.00016283667809238275 0.0013195980500101774 0.00071599884797596128 -0.00070723758587321148 0.00079727150143910335 0.00076997089331259407 0.00050751668263876166 -0.00057390588678275269 -0.00035469443941570306 -0.00066794670297383842 0.000611311722706501 -5.6926768394437247e-05 0.00062240453279701789 -0.00037513689378980403
leaf_weight=0.0017187847298364414 0.0012005062069924124 0.0013137015802122667 0.0010084580123503875 0.0012050287334610657 0.0015263271330149672 0.0019697958808205648 0.0012209591352154714 0.0010860527576994619 0.0015607321101640537 0.0011033484021112363 0.0010752165827661031 0.0011000221158461443 0.0021164801543583972 0.0011369921347175174 0.001406312959620514 0.0011071532900768224 0.0010297360152500268 0.0013150157723901814 0.0010113687579084143 0.0017103454809961338 0.0010919463909171978 0.0018397268969002631 0.0011048434457734402 0.0020207870244368853 0.0013550815569368527 0.0012205572601238224 0.0012370699980195354 0.0022722745779069622 0.003030911637999345 0.0010503450442769235
leaf_count=578 126 82 25 152 267 112 57 117 68 32 36 30 71 190 284 41 31 209 142 194 86 150 14 107 181 131 27 266 68 36
internal_value=0 -1.70389e-06 2.52286e-05 4.66724e-05 7.35414e-06 3.48188e-05 6.05714e-05 1.46767e-05 4.01713e-05 -2.86072e-05 0.000341834 0.000155486 -6.31876e-05 1.16989e-05 -2.27899e-05 2.05045e-05 0.000480265 0.000741397 6.11042e-05 2.78269e-05 0.000118889 0.000189292 0.000101087 -0.00011968 6.74677e-05 -0.000141545 0.000106319 -0.000336204 0.000395896 7.73498e-05
internal_weight=0 0.0429454 0.0412266 0.0402181 0.0390131 0.0374868 0.0361731 0.0326074 0.0315213 0.0256689 0.00585245 0.00477723 0.00367721 0.0245655 0.0234285 0.0220222 0.00356571 0.00253597 0.0209151 0.0199037 0.0159211 0.0139513 0.0121115 0.00692544 0.00490466 0.00381271 0.00259215 0.00398262 0.0051861 0.00215519
internal_count=3910 3784 3206 3181 3029 2762 2680 2383 2266 2061 205 169 139 2029 1839 1555 297 266 1514 1372 912 800 650 532 425 339 208 460 118 50
is_linear=0
shrinkage=0.00131955


Tree=1381
num_leaves=19
num_cat=0
split_feature=124 50 15 158 47 49 4 15 52 12 12 3 151 1 1 3 2 13
split_gain=9.73273e-05 0.000150215 0.000275698 0.000332712 0.000191841 0.000151991 0.000150852 0.000381596 0.000180369 0.000184389 0.000293315 0.000162382 0.000279214 0.000168551 0.000264946 0.000231419 0.00015125 0.000107915
threshold=0.10230000000000002 0.10625000000000001 -0.24219999999999997 0.085745000000000002 0.117025 0.10960000000000002 0.24280000000000004 -0.10312999999999999 0.11401500000000002 0.10129000000000001 0.095000000000000015 -0.078884999999999997 0.056555000000000001 0.094485000000000013 0.089175000000000018 0.084925000000000014 0.086875000000000022 -0.013465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 10 11 16 13 14 15 -13 -9 -18
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19
leaf_value=0.0019342086840727249 0.0013932199349527346 -0.0016342627004953905 -0.0026181906989863513 -0.0026694472710950459 -0.0018392507914668833 0.0018841031752670258 0.0013021717333308504 -0.001502750969559614 -0.0014503004143886658 -0.0016161861842760407 0.0026757210924819338 0.00038967955087295942 -0.0015385045678609265 0.00253200319798398 -0.0011811178473176928 0.0031379430738207865 0.0011671681371171762 -0.0007426634543204341
leaf_weight=0.0015062510833467697 0.0010193704447711829 0.0012580472505957048 0.0012173226098292694 0.0010516033758036425 0.00113745296562373 0.0010034437084707184 0.001791676598048019 0.0018584739434414589 0.0014743687648750567 0.0010359081349400065 0.0011325650853923905 0.0017989568909335821 0.0010421871980694775 0.0013174516572405648 0.0012292893189571608 0.0010450553238019467 0.0013131027075926616 0.001242146985671759
leaf_count=269 52 413 185 315 103 150 167 673 267 191 165 143 50 163 66 56 309 173
internal_value=0 -7.28769e-05 1.56159e-05 -0.000124053 1.22421e-05 0.000126067 2.52534e-05 -0.000120405 8.94446e-05 0.000263869 0.000426447 0.000191587 0.000662339 0.00108783 0.000620726 0.00139955 -0.000494528 0.000238769
internal_weight=0 0.0234553 0.0221973 0.020691 0.0196394 0.0185019 0.0174985 0.0157068 0.0144895 0.0130151 0.0119792 0.0108467 0.00643294 0.00539075 0.0040733 0.00284401 0.00441372 0.00255525
internal_count=3910 3858 3445 3176 2861 2758 2608 2441 2256 1989 1798 1633 478 428 265 199 1155 482
is_linear=0
shrinkage=0.00464487


Tree=1382
num_leaves=31
num_cat=0
split_feature=31 14 133 160 52 1213 133 376 123 484 124 130 1 48 457 1 159 13 457 0 13 43 43 3 1186 1 1 52 15 12
split_gain=0.000855346 0.000590084 0.000493945 0.000656375 0.000452917 0.000481551 0.000488344 0.00055537 0.000934241 0.000461524 0.000457681 0.00048159 0.000812879 0.000571855 0.000513061 0.000562228 0.000720495 0.000467237 0.000574046 0.00064217 0.000498235 0.000426496 0.000689864 0.000682056 0.000411029 0.000902471 0.00040672 0.000380375 0.000350342 0.000749274
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 -1.0000000180025095e-35 -0.085714999999999986 0.11605500000000001 0.086620000000000016 -0.075729999999999978 -0.089794999999999986 -0.0015749999999999998 0.091035000000000019 0.12675000000000003 0.53894500000000012 0.11198000000000001 0.10276500000000001 0.019675000000000002 -0.066264999999999991 -0.14808999999999997 0.17936000000000002 0.070805000000000021 -0.07526999999999999 -0.078669999999999976 0.085080000000000003 0.08844500000000001 0.122185 -0.069134999999999988 0.041585000000000004 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 24 8 9 -8 -11 12 -12 14 15 16 17 18 -13 27 -19 22 23 28 25 -7 -15 -20 29 -21
right_child=1 -3 3 4 5 6 7 -9 -10 10 11 13 -14 26 -16 -17 -18 20 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001187755427450908 -0.00080729067332395237 -0.00097975757894736091 -0.00094882499493000505 -0.00088191409697800031 -0.00067460977160812121 -0.00061964155368957779 -0.00067589187090752792 -0.00097463630346953072 0.0012141179793959686 -0.00079659973815203867 -0.0013040530911618959 -0.00068332758014604011 0.00036953751833289182 -0.0011858903102366996 -0.00072366475602721474 0.00064726282476046382 -0.00099756765687885858 0.0010446914568926818 0.00012902388908887883 0.00029624077551404146 -5.6187653709306998e-05 0.0006111664676041079 -0.00053414203049961849 0.0010025596456263717 0.0013062378901418841 0.0011084546175365181 4.7298941246325042e-05 0.00098250197195969219 0.00050547920019758765 -0.0012948569416027572
leaf_weight=0.0010621497784044079 0.0014982278893920222 0.0012737383001992777 0.0013474742364785732 0.0010140420118412976 0.0016731250159699998 0.001120961720192242 0.001721464080638265 0.0010057336232112126 0.0012741416538729058 0.0011505714918778045 0.0011884347828073341 0.0016303383041353916 0.0010134416466680563 0.00101397280579718 0.0011217801450698053 0.0048247824364596728 0.0010206814283331136 0.0021656589982623755 0.001649853487563302 0.0012275320872552342 0.0012064965157208007 0.0017926609805289937 0.004141528627839358 0.0014880983087071096 0.0010220533918792185 0.0011579381432929026 0.0010023669481142861 0.0024393550368024654 0.0011470023807973462 0.0010224687211412009
leaf_count=113 226 124 275 261 521 124 339 27 125 34 122 98 73 41 15 212 94 71 30 89 36 45 405 62 20 57 28 69 56 118
internal_value=0 -5.82618e-05 -3.22262e-05 -5.58282e-06 2.45095e-05 4.68069e-05 7.73262e-05 3.12905e-05 5.9997e-05 1.67065e-05 5.36799e-05 8.51403e-05 -0.000533762 0.000132303 0.000185201 0.000224786 0.000127404 0.000185073 9.01106e-05 0.000174691 0.000650817 -4.77179e-07 -0.000121948 0.000227506 0.000582854 0.000258426 -0.000572845 0.000638153 -0.000112016 -0.000426802
internal_weight=0 0.0463559 0.0450822 0.043584 0.0422365 0.0412224 0.0395493 0.0362484 0.0352426 0.0339685 0.032247 0.0310965 0.00220188 0.0288946 0.0268782 0.0257565 0.0209317 0.019911 0.0165388 0.0149085 0.00337216 0.0108193 0.00902663 0.0048851 0.00330095 0.0022789 0.00201634 0.00408921 0.003397 0.00225
internal_count=3910 3797 3673 3447 3172 2911 2390 2189 2162 2037 1698 1664 195 1469 1400 1385 1173 1079 972 874 107 775 730 325 201 181 69 99 263 207
is_linear=0
shrinkage=0.00137286


Tree=1383
num_leaves=18
num_cat=0
split_feature=1 0 15 49 159 14 15 151 52 160 49 16 3 16 12 47 16
split_gain=8.94542e-05 0.000184939 0.000153606 0.000147478 0.000121541 0.000173484 0.000201283 0.000138018 0.000211042 0.000212156 0.000207117 0.00016808 0.000155313 0.000112841 0.000247646 8.98445e-05 6.6867e-05
threshold=0.076710000000000014 -0.087614999999999985 0.085120000000000015 -1.0000000180025095e-35 0.073745000000000019 -0.13131999999999996 -0.15202999999999997 0.056555000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.047309999999999998 -0.088504999999999986 -0.075679999999999983 0.18936500000000003 0.085465000000000013 0.09252500000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 5 -2 -7 8 10 -10 16 -12 -13 14 -3 -14 -8
right_child=4 2 -4 -5 -6 6 7 -9 9 -11 11 12 15 -15 -16 -17 -18
leaf_value=-0.0023790090828903843 -0.001355705897515373 0.00037941833021449325 0.0010578764550512876 -0.00045834154864228251 0.0010902624826024361 0.0018533350100532252 0.0016827076065988778 -0.0010650191917919926 2.8405358310965804e-05 0.0025006409363231307 -0.0014562212746261369 -0.0013693969740904231 0.0011614724314639347 0.00031757726032458067 -0.002384317514512329 -0.00019340824183037005 0.00025972792923998581
leaf_weight=0.0010342725276503151 0.0012832035343977042 0.0010074624254177017 0.0016955037743946327 0.0016006697977959568 0.0019489490000709755 0.0010305215971983537 0.0010488409764969342 0.0015776702469558765 0.0010705557597885385 0.0011123678096046927 0.0018805474222795574 0.0010193060784135814 0.001393703674853689 0.0019385140012415369 0.0010309849611403604 0.001716572352510104 0.0010273390476498471
leaf_count=159 97 184 641 471 380 173 58 86 171 99 147 385 116 224 329 53 137
internal_value=0 -0.000344377 5.87603e-05 -0.00121225 0.000162081 3.4334e-05 0.000172848 2.66682e-05 0.000194385 0.0012882 -0.000100894 -0.000473797 -2.64156e-05 -0.000367194 -0.0010184 0.000413709 0.000978586
internal_weight=0 0.00830741 0.00567247 0.00263494 0.0161096 0.0141606 0.0128774 0.0118469 0.0102692 0.00218292 0.00808631 0.00601013 0.00412958 0.00397696 0.00203845 0.00311028 0.00207618
internal_count=3910 2008 1378 630 1902 1522 1425 1252 1166 270 896 701 554 737 513 169 195
is_linear=0
shrinkage=0.00396435


Tree=1384
num_leaves=31
num_cat=0
split_feature=14 480 128 133 133 401 52 123 159 13 3 484 150 3 1 47 151 49 150 48 157 15 43 42 133 42 16 0 4 43
split_gain=0.000538844 0.000393313 0.000341846 0.000349123 0.000431331 0.000358959 0.000496831 0.00073646 0.000413936 0.000408905 0.000443904 0.000360341 0.000347449 0.000514829 0.000298743 0.000857466 0.000339062 0.000467534 0.000526559 0.000418481 0.000413884 0.000318032 0.000221275 0.000251079 0.000379063 0.000460343 0.000395852 0.000227547 0.000181716 0.000161955
threshold=0.077685000000000018 0.086640000000000009 0.086435000000000012 -0.26719999999999994 -0.15498499999999996 1.0000000180025095e-35 0.16064500000000001 1.0000000180025095e-35 -0.23060499999999998 -0.52445999999999982 0.16699000000000003 -0.0043499999999999988 0.090965000000000004 0.094625000000000015 0.12293500000000002 0.10933000000000002 0.088225000000000012 -0.084114999999999981 0.083205000000000015 0.085575000000000012 -0.08107499999999998 -0.11399999999999998 0.070805000000000021 -0.089024999999999979 1.0000000180025095e-35 0.091230000000000019 -0.057604999999999996 -0.10131499999999999 0.057365000000000006 -0.076179999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 9 -8 -6 11 -11 14 -14 15 16 17 -13 19 20 -19 -22 23 -23 25 26 -25 -28 -9 -16
right_child=-2 -3 -4 4 5 -7 8 28 -10 10 -12 12 13 -15 29 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00071539201159065739 -0.00092768306283311133 -0.00076334823441097778 -0.00062269727742685814 0.00089386779520694783 -0.00071536029402218882 -0.00070674958172204814 0.00013282755359306293 0.001364559430028312 -0.00095817720760913263 -0.00070191490932470482 0.00087476836424623555 -0.00056520855672539006 -0.00084898265636210114 0.00023363966978818404 0.0010610716010919772 -0.0010737072205831595 0.00097400859211823135 0.00093779862458123124 0.001131852154252295 -0.00056230690534482292 0.00070796404529739664 0.00051239851382139912 0.00053526962139334141 -0.00094398647116266418 -0.00082705524971263408 0.0006938817979316173 0.00041222642815928203 -0.00038302733247124815 0.00052497129221804506 0.00028646373008407971
leaf_weight=0.0011096338289947596 0.001251371999743788 0.0012622155970668644 0.0015058867205891271 0.0012391778475708817 0.0012322065993388689 0.0011778303283799521 0.0012008127432461824 0.001019609865898329 0.0015780900049956184 0.0011406798910487395 0.0014088378028717088 0.0016523396101391077 0.001726798226321157 0.0017184896222346424 0.0010471938762430799 0.0011196652866134462 0.001018903939552728 0.0014254807617777318 0.0011459523391383905 0.001469919492449707 0.0016280724473189843 0.0012867141373629244 0.0014801934360106897 0.0011225736274567038 0.0013467008750723819 0.0014007718148472126 0.0015017729242856603 0.0013306719381299603 0.0010024986397965119 0.001070169185208635
leaf_count=163 126 243 250 77 30 285 169 127 159 289 103 61 162 46 35 77 25 94 28 114 69 102 40 219 367 51 16 199 139 45
internal_value=0 5.69967e-06 3.11724e-05 5.80742e-05 8.2256e-05 5.28941e-05 7.99456e-05 0.000131924 -0.000486735 7.35372e-05 0.000109485 6.74232e-05 0.000103253 -0.000308977 0.000170733 0.000114937 0.000189663 0.000142069 0.000219265 0.000144528 0.000227495 0.000136256 3.79622e-05 -5.4176e-05 -0.000162944 4.04469e-06 -0.000240279 3.86192e-05 0.000948318 0.000669565
internal_weight=0 0.0393699 0.0381076 0.0366018 0.0354921 0.0342529 0.0330751 0.0302962 0.0027789 0.0282741 0.0270419 0.0256331 0.0244924 0.00344529 0.0210471 0.0189297 0.0178101 0.0167912 0.0151388 0.0139929 0.012523 0.0110975 0.0094694 0.00798921 0.00670249 0.00535579 0.00395502 0.00283244 0.00202211 0.00211736
internal_count=3910 3784 3541 3291 3128 3051 2766 2438 328 2172 2142 2039 1750 208 1542 1462 1385 1360 1299 1271 1157 1063 994 954 852 485 434 215 266 80
is_linear=0
shrinkage=0.00140032


Tree=1385
num_leaves=18
num_cat=0
split_feature=484 52 52 0 42 0 52 160 16 52 151 133 4 15 2 0 0
split_gain=9.22454e-05 0.000111747 0.00022958 0.000196445 0.000181822 0.000213463 0.000197007 8.83528e-05 0.000190359 0.000138934 0.000166426 0.000218621 0.000283173 0.000243151 0.000204968 0.000155683 0.000167714
threshold=-0.0043499999999999988 -0.048794999999999991 -0.072349999999999984 -0.017269999999999997 -1.0000000180025095e-35 -0.14733499999999997 -0.11271999999999999 -1.0000000180025095e-35 -0.0090499999999999973 0.14114500000000005 -0.0008699999999999999 -1.0000000180025095e-35 0.25367000000000006 0.088190000000000004 0.10571000000000001 -0.077944999999999987 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -3 10 -9 13 14 -12 15 16 -13
right_child=1 7 -4 -5 5 6 -8 9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.0008829743344952 -0.0016310976851369777 -0.0018538490616072537 0.0019689375821928469 0.0016057532983556097 -0.00091139600158357472 8.1812459978002534e-06 0.0020993989603199938 -0.001559728473917828 0.00024534032317801287 0.0013589698023651522 -0.0023254781079805166 0.00051197233501131434 0.0017568925867930082 0.00030867515422020286 -0.0012662945734180212 0.001278888861641324 -0.0014387843248370408
leaf_weight=0.0017007483286451954 0.0010307429324686035 0.0012923160434985884 0.0012316344202816226 0.0011519711091657059 0.0017067562273456183 0.0017407023251932996 0.0011172781972981216 0.0011105101875512067 0.0013181371488367169 0.0010312258462512611 0.0011191816451710411 0.0018350928062176334 0.0016500075042952672 0.0010043951102431947 0.0015739950693425819 0.001731879961409776 0.0010447698193380289
leaf_count=612 190 428 114 190 76 279 144 122 197 48 462 47 191 246 76 222 266
internal_value=0 5.54926e-05 0.000425847 0.000144182 -0.000156719 0.000176204 0.000825707 -0.000145377 -0.000793872 -5.48261e-06 -0.00013259 2.65424e-05 0.000326318 -0.00107959 -5.5279e-05 0.000358043 -0.000195732
internal_weight=0 0.0226906 0.00797909 0.00674745 0.00559548 0.00456474 0.00285798 0.0147115 0.00261045 0.0121011 0.0110698 0.00995932 0.00783575 0.00212358 0.00618574 0.00461174 0.00287986
internal_count=3910 3298 993 879 689 499 423 2305 625 1680 1632 1510 802 708 611 535 313
is_linear=0
shrinkage=0.00388662


Tree=1386
num_leaves=31
num_cat=0
split_feature=14 1213 38 3 40 42 39 51 48 1 484 47 16 1 1374 0 43 4 3 12 43 3 1186 133 15 12 13 1 4 3
split_gain=0.000488622 0.000385776 0.000367508 0.000464483 0.000403738 0.000799841 0.000458818 0.000611365 0.000511879 0.000467997 0.000495205 0.000484247 0.000543623 0.000385284 0.000371268 0.000437363 0.000326811 0.000841757 0.000399938 0.000400309 0.000490094 0.000322266 0.000259102 0.000308001 0.000368621 0.000317951 0.000294269 0.000209362 0.000300989 0.000163341
threshold=0.077685000000000018 -1.0000000180025095e-35 0.11100500000000002 0.24227500000000002 0.053870000000000008 -0.11403999999999999 0.084535000000000013 0.14276500000000003 0.12649500000000002 0.10444500000000001 -0.0043499999999999988 0.10887000000000001 0.050115000000000007 0.096335000000000018 -0.094679999999999986 -0.23029999999999998 -0.50992999999999988 -0.49837999999999999 0.10666500000000002 0.092365000000000017 -0.089949999999999988 -0.088024999999999978 0.085080000000000003 0.077945 -1.0000000180025095e-35 0.083175000000000013 -0.087864999999999985 0.085410000000000014 0.05309500000000001 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 10 -7 12 29 14 -12 -16 -17 -18 19 20 -19 -21 23 25 -25 27 -27 -22 -29 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 11 13 -13 -14 -15 15 16 17 18 -20 21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00064684045564330681 -0.0008551592131301152 -0.0009650225962585259 -0.00077021248714341972 0.00077370734663637954 0.00068066353432303685 -0.00088774054077540236 0.00069781517810202105 -0.00093917469925451928 -0.00080570973116482741 0.0012585456505388639 -0.00064431087918970969 -0.00030212390775166144 -0.00017158842416526191 -0.0005814774121194802 0.00090248806291958231 0.00081231716987127916 -0.00096095889518511303 -0.00062547805919898713 0.00080689184344499203 0.0001474820824797485 0.00067000169473983829 -0.00083600654911701914 0.00086606106229983944 0.00010774053318299413 0.0011118098388955366 0.000112630240154613 -0.00089612871220907172 -0.00047912260518712146 0.00043565812325464885 0.00065170143645753382
leaf_weight=0.0016070288197716212 0.001248713463922523 0.0015291865948342523 0.001022970988195481 0.0015305750704999168 0.0015886846325323658 0.0011431885926307664 0.0017672455088953423 0.0012248963047810082 0.0012710773806441358 0.0011532864146128752 0.0012215318425390356 0.0014524865766283312 0.0013030900470418771 0.0017653185537098706 0.0012148007540701963 0.0010052672843698885 0.0014406997112024053 0.0012871544123509411 0.0013787099888418206 0.0010112432068319632 0.0013341449281938714 0.0014971778714122372 0.0011233631388787311 0.0014718761240801737 0.0012043750887276161 0.0010070105764405897 0.0010918993493518351 0.0012059709438290156 0.0014173992178712069 0.0026494047039129489
leaf_count=578 126 155 37 159 58 418 304 95 62 67 50 54 98 140 32 18 58 149 19 81 35 347 36 151 86 72 277 38 13 97
internal_value=0 -4.68416e-07 2.59532e-05 4.72232e-05 1.6975e-05 -1.30033e-05 3.02697e-05 -6.74062e-06 3.05226e-05 6.67015e-05 -2.43637e-05 0.000383586 0.000578656 2.11666e-05 7.45929e-05 0.000121576 6.72937e-05 2.1823e-05 0.000116026 4.62532e-05 0.000155605 -0.000439524 0.000257611 0.000179341 0.000559595 1.1312e-05 -0.000412148 0.000235899 1.51307e-05 0.000835746
internal_weight=0 0.0409211 0.039314 0.0382911 0.0367605 0.0351718 0.0336426 0.0318754 0.0306505 0.0293794 0.0228211 0.00655827 0.00510578 0.0216779 0.0199126 0.0186911 0.0174763 0.016471 0.0150303 0.0136516 0.0111432 0.00250842 0.00985604 0.00873268 0.00267625 0.00605643 0.00209891 0.00395752 0.00262337 0.00380269
internal_count=3910 3784 3206 3169 3010 2952 2797 2493 2398 2336 2020 316 262 1602 1462 1412 1380 1362 1304 1285 857 428 708 672 237 435 349 86 51 164
is_linear=0
shrinkage=0.00134594


Tree=1387
num_leaves=19
num_cat=0
split_feature=41 2 124 12 50 47 3 159 4 13 130 16 2 1375 4 0 15 15
split_gain=9.82221e-05 0.000129178 0.00011334 0.000155347 0.000131434 0.000160801 0.000338669 0.000178846 0.000186425 0.000184915 0.000174465 0.000221995 0.000231489 0.000237658 0.000200665 0.000157259 0.000142507 0.000188166
threshold=0.078535000000000008 -0.0098549999999999974 0.0049200000000000008 -0.095029999999999989 0.10119500000000002 0.09252500000000001 -0.074234999999999982 -0.026594999999999997 -0.49837999999999999 -0.09547499999999999 -0.081969999999999987 -0.08755499999999998 0.086650000000000019 -0.010004999999999998 0.015635000000000003 -0.084304999999999977 -0.0063699999999999989 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5 -9 15 -11 12 -12 -14 16 -10 -13 -18
right_child=-2 2 -4 4 -6 6 -8 8 9 10 11 14 13 -15 -16 -17 17 -19
leaf_value=0.0013822049769640972 -0.0012417032290271328 -0.0018983682391328595 0.001521159321253509 0.0021552633179991801 -0.0016485878971522364 0.0010182917238394343 -0.0027043863845634276 -0.0018086396059506737 0.00045369749236513106 0.0018174608889288673 -0.0027664013141404523 -0.0013898506337373304 0.0015620518466182393 -0.0013738716820113335 0.0018438779074343031 0.0028123451985547377 0.0016753763172232779 -0.00091874268647181706
leaf_weight=0.0016142388928509213 0.001428949504469367 0.0010804791673716665 0.0010387816409391784 0.001080655305872486 0.0010852344122279983 0.001001689812809875 0.0013264273816309116 0.0010858426098845292 0.0016642212939483869 0.001094451648562895 0.0012952996516324804 0.001446615745016127 0.0010202235396999659 0.0017455515590270587 0.0016090842845889464 0.0010941522512430074 0.0014386946314406054 0.0011956891884592549
leaf_count=220 195 131 72 283 422 176 97 112 172 115 216 417 25 277 132 50 212 586
internal_value=0 6.41793e-05 -3.56939e-05 -0.000115501 -1.50854e-05 8.28632e-05 -0.00110268 0.000257878 0.000118298 0.000272102 -1.20342e-05 -0.000217373 -0.00108046 -0.000290885 0.000398623 0.00138929 -0.000171222 0.000497962
internal_weight=0 0.0229173 0.0213031 0.0202643 0.0191838 0.0180986 0.00232812 0.0157705 0.0146898 0.013604 0.0108456 0.00975116 0.00406107 0.00276578 0.00569008 0.00275837 0.004081 0.00263438
internal_count=3910 3715 3495 3423 3292 2870 273 2597 2314 2202 1980 1865 518 302 1347 222 1215 798
is_linear=0
shrinkage=0.00483252


Tree=1388
num_leaves=19
num_cat=0
split_feature=1 0 151 49 52 52 2 3 12 16 51 52 2 3 0 15 4 403
split_gain=9.04019e-05 0.000137714 0.000134521 0.000221129 0.000173508 0.000159694 0.000121808 0.000258101 0.000187359 0.000129598 0.000137848 0.000112815 0.000129391 0.00011817 0.000177852 0.000226523 0.000136414 0.000118994
threshold=0.10420500000000001 -0.035699999999999989 0.085710000000000022 -0.085974999999999982 -0.11271999999999999 -0.081429999999999989 1.0000000180025095e-35 0.090325000000000003 0.098355000000000012 -0.17157499999999998 0.11975000000000001 -0.0066199999999999991 0.10393500000000001 0.084925000000000014 -0.10209999999999998 -0.03231499999999999 -0.08422499999999998 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 -5 -6 8 -8 -2 -9 -11 -7 13 14 -13 -16 -17 -18
right_child=1 -3 -4 4 5 11 7 9 -10 10 -12 12 -14 -15 15 16 17 -19
leaf_value=-0.0023868115848604348 -0.0022114559735350102 0.0015600299470558297 0.0014151441806723878 -0.0018710992533567167 0.0012620124622298326 -0.0012339692923731456 0.0024760740724977257 -0.0013027635546258665 0.00046313663811344745 0.0017540577302467965 -0.00062936973963345893 -0.0017297408874328445 -0.0011518896790725867 0.001737393708843562 0.0021457878548456809 -0.0014633578020693569 -0.00070790682987068314 0.0013515080739501233
leaf_weight=0.0010502210212005045 0.0010687768482986748 0.0016958240692635379 0.0010151185394681175 0.0011867439228209773 0.0018123191768941735 0.0019666896040797426 0.0011010201411708331 0.0012466770584770304 0.0011989991020540103 0.0010706741172739065 0.0010244744104142001 0.0010257946578960979 0.0016924780686813912 0.0010239689421247533 0.0012043287932047382 0.00119636232611581 0.001077552242559252 0.0013812310990345411
leaf_count=107 159 221 82 466 205 327 197 113 75 80 35 152 216 46 275 340 658 156
internal_value=0 0.000377403 -0.000219904 -0.00033345 -0.000174504 -1.18788e-05 7.85442e-05 0.000525639 -0.000797368 -0.000116964 0.000588622 -0.000230332 -8.60693e-07 0.000281094 2.77145e-05 0.000398699 -0.000176947 0.000448977
internal_weight=0 0.00840645 0.0156328 0.0146177 0.0135675 0.0123807 0.00671062 0.00444285 0.00226778 0.00334183 0.00209515 0.0105684 0.00860172 0.00690924 0.00588527 0.00485947 0.00365515 0.00245878
internal_count=3910 880 3030 2948 2841 2375 659 425 234 228 115 2170 1843 1627 1581 1429 1154 814
is_linear=0
shrinkage=0.00464487


Tree=1389
num_leaves=18
num_cat=0
split_feature=42 123 50 15 15 43 16 13 16 2 2 160 16 52 3 52 16
split_gain=9.04406e-05 0.000119673 0.000177858 0.000246218 0.000252206 0.000237399 0.000201069 0.000305368 0.000185903 0.000221861 0.000161955 0.000174191 0.000161857 0.0001213 0.000110383 8.69534e-05 6.42199e-05
threshold=-0.11145999999999999 0.083745000000000014 0.10625000000000001 -0.26361999999999991 -0.11739999999999999 -0.17307499999999998 0.070590000000000014 -0.060719999999999989 -0.014099999999999998 0.089710000000000012 0.093070000000000014 0.086110000000000006 -0.083144999999999983 0.084240000000000023 0.099570000000000006 -0.23375999999999997 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 15 10 -10 11 12 13 16 -12 -8 -7
right_child=1 -3 -4 4 5 6 7 -9 9 -11 14 -13 -14 -15 -16 -17 -18
leaf_value=-0.00086255475013561191 0.0016396966060886395 0.0010726489561019537 -0.0013989868984980646 -0.0013029520578234156 0.0013194998193691865 0.0020643181491978245 0.00072072462569277575 -0.00210105924504437 0.00014654289683999346 0.0022232003115347457 -0.0014115361694193532 -0.0010183146647175507 -0.00039100601712234494 6.4003715361430523e-05 3.940037068125618e-05 -0.00060618355910246815 0.00086910310635189482
leaf_weight=0.0014403132488264294 0.0011501869220732442 0.0013273986588629985 0.0010942392310545534 0.0017695718754533558 0.0017550789446204541 0.0010807594112119401 0.0011038385357464708 0.0013398087579090676 0.0015369757555506606 0.0010893843896269129 0.0015089751455577283 0.0010952516910294197 0.001609749049226436 0.0012100815050958835 0.0011410960071245313 0.0013734844280703928 0.0011497009085587422
leaf_count=229 161 300 369 257 130 58 158 284 364 160 299 72 446 275 95 88 165
internal_value=0 4.75556e-05 -1.72148e-05 5.87114e-05 -3.82004e-05 9.34958e-05 -4.77024e-05 -0.000747168 0.000186053 0.00100792 -5.93542e-05 0.000254324 0.00053032 0.000961386 -0.000786776 -1.49436e-05 0.00144824
internal_weight=0 0.0223356 0.0210082 0.0199139 0.0187638 0.0169942 0.0152391 0.00381713 0.011422 0.00262636 0.00879561 0.00614554 0.00505029 0.00344054 0.00265007 0.00247732 0.00223046
internal_count=3910 3681 3381 3012 2851 2594 2464 530 1934 524 1410 1016 944 498 394 246 223
is_linear=0
shrinkage=0.00352023


Tree=1390
num_leaves=19
num_cat=0
split_feature=0 1 15 3 42 15 42 13 52 52 52 14 15 42 3 4 1 16
split_gain=8.39816e-05 0.000134255 0.00021768 0.000166972 0.000140196 0.000124321 0.000120847 0.000111242 0.000124542 0.000110376 0.000169383 0.000134237 0.000169569 0.000204514 0.000157418 0.000157373 0.000217172 0.000111115
threshold=0.18055000000000002 0.076710000000000014 0.083935000000000023 -0.084129999999999996 0.085330000000000003 0.083185000000000023 0.079890000000000017 -0.014114999999999997 -0.030179999999999995 -0.27466499999999994 -0.091329999999999981 -0.13131999999999996 -0.15202999999999997 0.088585000000000011 -0.010319999999999998 0.074650000000000008 0.095575000000000007 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 9 -7 8 -1 -3 -11 -12 -13 14 -14 16 17 -16
right_child=-2 5 3 -5 -6 6 -8 -9 -10 10 11 12 13 -15 15 -17 -18 -19
leaf_value=0.0011107588354827636 0.0013427751035849495 -0.0010171621974069123 -0.00086180914259190709 0.0017314574409449438 -0.0028481793331093454 -0.0021644661801149272 0.00027997661819163203 -0.0021990795706347752 -0.0012473195142396506 0.0022315168523187245 -0.0010784644930363426 0.002436568873935477 0.0020048329073704464 -0.0018131607126989681 0.00079972389804565055 -0.0015917964508772495 0.001996051694984317 -0.0011819198449119265
leaf_weight=0.0010262050354737217 0.0011059819084607283 0.001323709715257749 0.0011757765746293752 0.001346229701285645 0.0011391072115302832 0.001045873495302275 0.0010001126001802085 0.0010017481630112757 0.0012629653958841844 0.0012932733637561764 0.0015207801039698607 0.0010492047893001276 0.0015562208909816232 0.0010230571492526597 0.0013431955431428833 0.0010172114932929244 0.0017378246618773296 0.0015300453309521267
leaf_count=146 44 184 418 447 422 206 276 316 231 177 124 227 248 167 28 79 103 67
internal_value=0 -7.64806e-05 -0.000656659 0.000522459 -0.00132793 0.000184743 -0.000969581 -0.000801715 -0.000190224 0.000361063 0.000512202 0.00030589 0.000533323 0.000290024 0.000589513 0.000198176 0.000593048 -0.000255532
internal_weight=0 0.0223925 0.00695203 0.00252201 0.00443003 0.0154405 0.00204599 0.00329092 0.00228917 0.0133945 0.0120708 0.0107775 0.00925676 0.00820756 0.0071845 0.00562828 0.00461107 0.00287324
internal_count=3910 3866 1980 865 1115 1886 482 693 377 1404 1220 1043 919 692 525 277 198 95
is_linear=0
shrinkage=0.00502775


Tree=1391
num_leaves=17
num_cat=0
split_feature=11 403 484 3 160 1375 0 48 16 42 49 47 4 49 1 42
split_gain=9.07924e-05 9.91664e-05 9.74625e-05 0.000105009 8.89157e-05 0.000136115 0.000114856 0.000289924 0.000182333 0.000169128 0.000168401 0.000122913 0.000185142 8.23329e-05 6.94653e-05 6.61656e-05
threshold=0.081005000000000008 -1.0000000180025095e-35 0.088965000000000016 -0.14218999999999996 0.10150000000000002 -1.0000000180025095e-35 -0.18901999999999997 0.086665000000000006 -0.15168999999999996 -0.088669999999999985 -0.047894999999999993 0.094425000000000009 -0.076329999999999995 -0.015364999999999998 0.092550000000000007 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 13 -10 -9 12 15 -8 -14 -11
right_child=-2 2 -4 4 -6 6 7 10 9 11 -12 -13 14 -15 -16 -17
leaf_value=-0.0011739890595324639 -0.0010298861354019592 0.0015241774822974208 -0.0010589305105442128 -0.0012723743912064235 -0.00088025335500924694 -0.00069516664928217392 0.00016873169540124723 0.0032881565965638382 0.0010884289565046906 -0.00061898302818162514 0.00089992269326122094 0.0009169779271984244 -0.0026693902163113185 0.0017524900209142458 -0.0010485778267736482 0.00079831829436305727
leaf_weight=0.0012493202833134742 0.0016731191705030004 0.001217381596031515 0.0012991302111380878 0.0011423637250797666 0.0016060081062067013 0.0018792087096244298 0.0010930266155546597 0.0010522330063014174 0.0016945664497051019 0.0017481312035463013 0.0014642764014917717 0.00100401570632902 0.0010482554375013343 0.0018043021850366707 0.0011497885106247774 0.0011211053581231534
leaf_count=918 233 119 282 137 232 131 57 106 174 204 230 98 496 162 205 126
internal_value=0 7.12839e-05 0.000147832 0.000230238 0.000141778 0.000243091 0.000358053 0.000508225 0.000180116 -0.000183603 0.00189852 -0.000538641 -0.000827053 0.00115501 -0.00182155 -6.51967e-05
internal_weight=0 0.0215731 0.0203238 0.0190247 0.0178073 0.0162013 0.0150589 0.0131797 0.0106632 0.00776586 0.00251651 0.0060713 0.00506728 0.00289733 0.00219804 0.00286924
internal_count=3910 3677 2759 2477 2358 2126 1989 1858 1522 1303 336 1129 1031 219 701 330
is_linear=0
shrinkage=0.00455379


Tree=1392
num_leaves=16
num_cat=0
split_feature=42 1 42 43 131 16 151 49 16 0 12 52 151 2 16
split_gain=8.20229e-05 0.000109017 0.000229568 0.000167191 0.000273372 0.000147532 0.00013845 0.000266252 0.000103403 0.000216498 0.000130226 0.000126232 0.000169933 0.000236124 0.000138785
threshold=-0.11145999999999999 0.12263000000000002 0.09901500000000002 -0.17307499999999998 0.08956500000000002 -0.062279999999999995 0.087190000000000017 -0.085974999999999982 0.15737500000000001 -0.076734999999999984 0.088375000000000023 0.0033900000000000002 -0.044604999999999992 0.089910000000000004 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -3 7 -5 9 10 11 12 -9 14 -14
right_child=1 5 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0011414771579379031 0.0017800504598247697 0.0021253620496737785 -0.0018308665341841535 -0.0023064008446668088 -0.0023999662728661835 -0.00018211873292995297 0.0018198149141635596 -0.0013361520717140845 -0.00087402308411317349 0.001940918183353205 -0.0014522305264433582 0.0013674406029712987 -0.0018091854447902253 0.0017163716797358169 0.00042116291005887683
leaf_weight=0.0013989852813030097 0.0012795834013729487 0.0013223676883511587 0.001569711534058253 0.001074521809395935 0.0010658399399839083 0.0012671342722062598 0.001055957580768819 0.0017184624119193663 0.0018136164070053926 0.0017315983134330868 0.0011362352940963308 0.001951199691998827 0.0010980632657608749 0.0019641700896641523 0.0016022696807311389
leaf_count=229 114 232 416 119 406 145 94 258 331 270 481 413 111 90 201
internal_value=0 6.58675e-05 -6.0524e-05 9.83488e-05 -3.43854e-05 0.000996231 0.000132082 5.5982e-06 0.000196468 0.000369782 8.25107e-05 0.000291749 -3.70775e-05 0.000441518 -0.000485786
internal_weight=0 0.0216507 0.0190612 0.0174915 0.0162119 0.0025895 0.0151461 0.0140901 0.0130156 0.011202 0.0094704 0.00833417 0.00638297 0.0046645 0.00270033
internal_count=3910 3681 3304 2888 2774 377 2368 2274 2155 1824 1554 1073 660 402 312
is_linear=0
shrinkage=0.00483252


Tree=1393
num_leaves=31
num_cat=0
split_feature=1429 480 9 14 1212 3 151 4 123 124 158 47 159 403 43 4 3 14 4 52 1 13 15 12 0 133 4 4 1 16
split_gain=0.000698355 0.000546582 0.000470014 0.000501637 0.000434077 0.000376476 0.000385169 0.000637112 0.000371734 0.000348772 0.000352604 0.000338359 0.000307317 0.000296635 0.000313948 0.00107671 0.000482755 0.000292647 0.000282618 0.000228811 0.000308054 0.000366083 0.000405443 0.000325132 0.000503566 0.000311437 0.000297903 0.000340415 0.000447666 0.000292798
threshold=-1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 -0.40391999999999995 0.28937500000000005 0.092740000000000017 0.13733500000000001 0.084965000000000027 0.096475000000000019 0.073745000000000019 -1.0000000180025095e-35 -0.50992999999999988 -0.49269499999999994 -0.15002999999999997 -0.45687499999999998 -0.026614999999999996 0.16064500000000001 0.13026000000000001 0.15641500000000003 0.085120000000000015 0.085945000000000008 -0.070894999999999986 0.091290000000000024 -0.017449999999999997 0.0057500000000000008 0.086560000000000012 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 10 12 17 13 -8 -15 -16 -17 -9 -14 20 21 22 23 26 -25 29 -18 28 -28 -24
right_child=1 -3 3 -5 5 -7 7 11 -10 -11 -12 -13 18 14 15 16 19 -19 -20 -21 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0011166731950539353 0.00089640910834331157 -0.00081878169797602114 -0.0007465328407362321 -0.00090785356438248055 -0.00073509465788949965 0.00072322865799565191 -0.0006554768851141056 0.00039403049427092824 -0.00079132122877396895 0.00079113062807561346 -0.00064272413072649583 3.0892112358881519e-05 0.00085766229073779921 0.00069415183363206849 -0.0012193631973775696 0.00092448371169005458 0.0006320121528921056 0.0014003667691345166 -8.0298998235720832e-05 -0.00046540895861641363 0.00069530589404217798 -0.00076894011576219494 0.00058530103202865337 -0.00099130731904817642 0.00011830498455631954 0.0010349610356424933 2.4960701572593523e-05 0.00024497937409976217 -0.0011081641679261099 -0.00037674402361872366
leaf_weight=0.0010962035024844044 0.001234994934991184 0.0014863498678838729 0.0013093398810176118 0.001112469654349856 0.0012044123469383541 0.0016717658974558782 0.00130610166634365 0.0010211043010244225 0.0011040351517870297 0.0011533899694065033 0.0015549588932862726 0.0011845074028413727 0.001630341740979091 0.0013179108230616512 0.0013532269233387092 0.0012202412451589447 0.0015653356942566385 0.0012731751228716717 0.0010265462485155022 0.0017576524768039272 0.0013972638298582743 0.0011024849186622712 0.0014781084084618534 0.0016245637689833448 0.0015839044543781719 0.0012499918788293485 0.0018080802265895571 0.0034959511895280571 0.0010993825728964346 0.001068977002997685
leaf_count=181 124 242 267 118 81 140 657 46 47 19 280 31 71 26 69 44 71 175 128 284 32 35 40 218 82 21 130 51 84 116
internal_value=0 1.53689e-05 4.56752e-05 1.91939e-05 4.59376e-05 7.37905e-05 4.32773e-05 7.05477e-05 6.58236e-06 3.61488e-05 5.74522e-06 0.000638685 4.29726e-05 -6.2177e-06 3.04556e-05 -9.65845e-06 7.03831e-05 0.000952481 0.000495261 1.61909e-05 6.46333e-05 9.82033e-06 6.71567e-05 -6.71434e-05 -0.000443532 0.000462487 8.44024e-05 -4.94626e-05 -0.000403501 0.000181544
internal_weight=0 0.0423966 0.0409102 0.0396752 0.0385628 0.0372534 0.0355816 0.0343772 0.0308984 0.0297944 0.028641 0.00347879 0.0270861 0.0244292 0.0231231 0.0218052 0.0204519 0.00229428 0.00265689 0.0192317 0.017474 0.0160768 0.0149743 0.0111772 0.00320847 0.00379708 0.00796875 0.00640341 0.00290746 0.00254709
internal_count=3910 3729 3487 3363 3245 2978 2838 2757 2505 2458 2439 252 2159 1960 1303 1277 1208 221 199 1164 880 848 813 636 300 177 336 265 214 156
is_linear=0
shrinkage=0.00140032


Tree=1394
num_leaves=17
num_cat=0
split_feature=484 52 42 52 403 0 0 13 16 12 0 48 0 3 49 2
split_gain=9.37809e-05 0.000116448 0.000125187 0.000167678 0.000167245 0.000149623 0.000269649 0.000205045 0.000206977 0.000182051 0.00017084 0.000160232 0.000207177 0.000176085 0.000170026 0.000137832
threshold=-0.0043499999999999988 0.18936500000000003 -0.11145999999999999 0.13709500000000002 0.09389500000000002 -0.07773999999999999 -0.099024999999999988 0.10741000000000002 0.15737500000000001 0.097345000000000015 -0.084074999999999997 0.085790000000000019 -0.22851499999999997 -0.075404999999999986 -0.045004999999999996 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 11 8 -7 -10 -8 12 -4 -14 -13 -15
right_child=1 -3 3 -5 -6 7 10 -9 9 -11 -12 14 13 15 -16 -17
leaf_value=-0.0010476032561139437 -0.0012762383986348099 -0.0011820678429729304 0.0025865662413586885 0.002022216384122727 -0.0016162366680420902 0.0014549148266569949 -0.0023718648576883257 0.0024717447400463351 -0.0017637377267177043 0.00081847111893724924 -0.00019557751132240464 0.00053496320985735465 0.0016454718484216805 0.00062395573409628456 -0.0015225728993271555 -0.0013237371048341019
leaf_weight=0.001605448158676563 0.0011450421547387754 0.0013829461212028346 0.0010670274265507373 0.0010009956210189344 0.0010142428305058284 0.0019341717831744864 0.0013550972461336781 0.001225050581619147 0.0011581395635765768 0.0010265751368935538 0.0015315229520362385 0.0016989831649569798 0.0014887104525450612 0.0016333199219031834 0.0015137417319042168 0.0013010707115388848
leaf_count=612 178 353 58 56 249 491 564 98 226 80 443 80 115 49 117 141
internal_value=0 7.10265e-05 0.000157271 0.000243896 0.000144713 0.000250187 -3.47829e-05 0.000868205 0.000391276 -0.000550384 -0.00121722 0.000357414 0.000820821 0.000394853 -0.000434487 -0.000239626
internal_weight=0 0.0214766 0.0200937 0.0189486 0.0179477 0.0169334 0.0115895 0.00534394 0.00411889 0.00218471 0.00288662 0.00870285 0.00549013 0.0044231 0.00321272 0.00293439
internal_count=3910 3298 2945 2767 2711 2462 1567 895 797 306 1007 560 363 305 197 190
is_linear=0
shrinkage=0.0044645


Tree=1395
num_leaves=31
num_cat=0
split_feature=31 1429 1213 1446 4 33 14 1374 133 133 130 376 123 1 45 3 159 1374 48 52 13 13 49 47 0 4 42 160 2 1186
split_gain=0.000804121 0.00069199 0.000607748 0.000499911 0.000643246 0.000493786 0.000434016 0.000416612 0.000437518 0.000580751 0.000623308 0.000679133 0.000711641 0.000533419 0.000485023 0.00058849 0.000589358 0.000507894 0.000489583 0.000478503 0.00109224 0.000510959 0.000542395 0.000525662 0.000609137 0.0010761 0.000591588 0.00050002 0.000454126 0.000401118
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091520000000000018 0.50657000000000008 -0.007134999999999999 0.077685000000000018 0.087785000000000016 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.11339000000000002 1.0000000180025095e-35 0.081005000000000008 0.093765000000000015 0.24227500000000002 0.10248000000000002 -0.094679999999999986 0.11930500000000001 0.11588000000000002 -0.084184999999999996 -0.09602999999999999 1.0000000180025095e-35 0.09550500000000002 -0.23029999999999998 -1.0000000180025095e-35 0.085075000000000026 0.031805000000000007 0.098195000000000018 0.085080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7 29 13 12 14 -11 15 16 17 -12 19 21 -21 28 23 24 -23 -26 -27 -22 -19 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 18 -20 20 27 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0010984826716395981 -0.0010222482462856034 -0.00074034298131495536 -0.00088039779580753835 -0.00087642980504759767 0.00098928530751918884 -0.00066588619945647561 -0.0007592833951598247 -0.00073977831420615336 0.0002970268709016733 -0.0012937670000853427 -0.00041543507977510598 -0.00094290309094659849 0.00087820222441326327 1.1653292651047544e-05 -0.00074297699034910146 0.0010230076004017271 -0.00080325296590316405 0.0003015402806017752 -0.00065533829039785647 -0.001293845453155009 -0.00032299239630318268 0.00091405405545975167 -0.00049653282346890379 0.00083050767924500125 0.00032803519470890683 -0.0010631851226435729 0.00016998404511884123 0.000866530566178703 0.0012821260829606377 0.0012406264257310423
leaf_weight=0.0010502308913606364 0.0011847453088177909 0.0018857091666045203 0.0010288447744457576 0.0010410492983019539 0.0011408512994895417 0.001302329096610543 0.0011425640755944313 0.001089365557340404 0.0023188000834120362 0.001042342800939954 0.0027349145330290972 0.0010303395009927377 0.0019650327306528484 0.0010531772141764151 0.0011677797258329283 0.0011288595456564457 0.0012353383073900872 0.0016429621487965519 0.0011316003819183953 0.0010926106627739962 0.0011862801026109584 0.0015713644102284098 0.0016573736255932623 0.0024450379583699231 0.006682363829415768 0.0018239263523005889 0.0010124839530405438 0.0011794104257205618 0.0015232451499684885 0.0011172287057359398
leaf_count=113 179 592 35 127 162 190 104 84 171 102 58 23 131 72 30 80 193 46 47 56 196 41 267 78 557 66 22 43 24 21
internal_value=0 -4.59428e-05 -2.10001e-05 9.49103e-06 3.07192e-05 4.8696e-06 2.69354e-05 4.93179e-05 7.1334e-05 9.67723e-05 4.5986e-05 9.04629e-05 0.00012461 -0.000637682 7.39232e-05 0.000107935 6.95611e-05 0.000111542 0.000174345 0.000217378 -0.00022405 0.000300532 0.000202006 0.000287541 0.000167834 4.46471e-05 -0.000622994 0.000270042 0.000773295 0.000603839
internal_weight=0 0.0475579 0.0463732 0.0444875 0.0434464 0.0423056 0.0412767 0.0401342 0.0390448 0.0377425 0.0343064 0.0322109 0.0311806 0.00209552 0.0292156 0.0280478 0.0269189 0.0256836 0.0229487 0.0218171 0.0034583 0.0183588 0.0151926 0.0135352 0.0110901 0.00951877 0.00283641 0.00236569 0.00316621 0.00343603
internal_count=3910 3797 3618 3026 2899 2737 2702 2598 2514 2324 2132 1958 1935 174 1804 1774 1694 1501 1443 1396 295 1101 1031 764 686 645 88 239 70 192
is_linear=0
shrinkage=0.00129368


Tree=1396
num_leaves=31
num_cat=0
split_feature=31 14 156 1213 151 4 15 48 158 150 123 1 49 1 0 47 0 4 48 133 43 4 133 4 0 13 151 42 4 16
split_gain=0.000891348 0.000567207 0.000516461 0.000451536 0.000426153 0.000744648 0.000588517 0.00047711 0.000475857 0.000628069 0.000467528 0.000788811 0.000547035 0.000523555 0.000838578 0.000680551 0.000635209 0.00048263 0.000416819 0.000411788 0.000557505 0.000989538 0.000649489 0.000555483 0.000478236 0.000418887 0.000400216 0.000333472 0.000332191 0.000282461
threshold=-1.0000000180025095e-35 0.077685000000000018 0.11896500000000002 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 -0.23033499999999998 0.095825000000000007 0.085745000000000002 0.11247500000000001 0.09499500000000001 0.10786000000000001 -0.085974999999999982 0.092550000000000007 -0.10071499999999999 0.08801500000000001 -0.084304999999999977 0.0057500000000000008 0.084905000000000022 -0.086869999999999989 -0.50992999999999988 -0.51381999999999983 0.083815000000000014 -0.06272999999999998 0.12007500000000002 -0.013465 0.079335000000000017 0.088115000000000013 0.50657000000000008 -0.53257999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 10 11 12 26 14 17 -15 -16 18 -14 25 -21 -22 23 -23 -24 -18 -8 28 29 -7
right_child=1 -3 -4 4 5 27 7 -9 -10 -11 -12 -13 13 15 16 -17 19 -19 -20 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012701986591513415 -0.00071751310415566752 -0.00096555898574217922 -0.0010428577428697107 -0.00075225921117739645 -0.0010676851689338613 0.00063023096453576643 -0.0013183529090417432 0.00046143480925276375 -0.00075543282648460612 -0.0010231991957528298 -0.00092534594331290299 0.00067673254278956155 0.00070104923543297729 4.8101567169775188e-05 -0.00083120590908890974 -0.0013722931252425645 0.0011868400924223868 0.0010506277965264619 -0.00032303948516150858 0.00082793292698404516 -0.0014571564602153366 -0.00097115325094013379 -2.4692357147388607e-06 0.00038736531020514432 0.001267282586389061 -7.2987148471096756e-05 -9.6343062733574367e-05 0.0012754675110905045 0.0010396523633368886 -0.00040504715353409452
leaf_weight=0.0011023923814048589 0.0018041262407347538 0.0014088420663884707 0.0010382648219499071 0.0014415208509124247 0.0010933833611737045 0.0010125330312962255 0.0011273599744052723 0.0044921845762089232 0.0018871786353121802 0.0012226536090725873 0.0010195508159709368 0.0040049391998930864 0.0018014583993917052 0.0018095905069896992 0.001989028244667527 0.001184709434875586 0.0012388323546308477 0.0026600771212468288 0.0015865015334690646 0.0011888816923431005 0.0011916364501986954 0.0017641173961404633 0.0014805480821370454 0.0010015271767521011 0.0010954034901722309 0.0010225787417095233 0.0011482397346487261 0.0011843146855010644 0.0010824172031211887 0.0012498344924654061
leaf_count=113 577 124 118 82 68 66 57 259 211 61 28 140 49 211 496 50 56 60 24 20 27 149 358 110 19 64 41 114 104 54
internal_value=0 -5.50355e-05 -2.70414e-05 -3.4915e-06 2.64795e-05 5.35037e-05 -1.47328e-05 1.73211e-05 -4.6165e-05 -8.49434e-07 4.32961e-05 7.94772e-05 -2.32244e-05 5.02489e-05 0.000143985 -0.000513885 -7.93865e-05 0.000586167 0.000221493 7.03993e-05 -8.972e-05 -0.000256709 1.10938e-05 -0.000479191 0.000537483 0.000617164 -0.000701742 0.000611111 0.000375876 5.82963e-05
internal_weight=0 0.0472322 0.0458234 0.0447851 0.042981 0.0415395 0.0370104 0.035917 0.0314248 0.0295376 0.028315 0.0272954 0.0232905 0.0210149 0.0180206 0.0029943 0.0119726 0.00604804 0.00338796 0.00998353 0.00772211 0.00653323 0.0053416 0.00276564 0.00257595 0.00226141 0.0022756 0.0045291 0.00334478 0.00226237
internal_count=3910 3797 3673 3555 2978 2896 2558 2490 2231 2020 1959 1931 1791 1693 1432 261 1299 133 73 803 683 663 636 259 377 120 98 338 224 120
is_linear=0
shrinkage=0.00145689


Tree=1397
num_leaves=18
num_cat=0
split_feature=124 4 43 0 1 15 12 40 48 14 2 48 3 3 12 4 49
split_gain=9.70069e-05 0.000118812 0.000172661 0.000157312 0.000162311 0.000192574 0.000160606 0.00014052 0.000268751 0.000233706 0.000290375 0.000145152 0.000130322 0.000122134 0.000130828 6.00333e-05 5.57853e-05
threshold=0.10385500000000002 -0.49837999999999999 -0.24333999999999997 0.039665000000000006 1.0000000180025095e-35 0.083935000000000023 0.085185000000000025 -0.034699999999999988 0.12675000000000003 -0.13131999999999996 0.10457000000000001 0.086065000000000016 -0.08323499999999999 -0.088024999999999978 0.081080000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6 9 -9 11 13 -7 -11 15 -15 -12
right_child=-2 2 3 -5 7 12 -8 8 -10 10 16 -13 -14 14 -16 -17 -18
leaf_value=-0.0012006708761588942 0.0011987024449789162 -0.0013239452192279392 -0.0025554069895850824 0.0012674315661319029 0.0014846436869113159 -0.00071858599463188845 -0.00057046711146395077 -0.0011660023727005644 -0.0017840716112293039 0.0016979175184776375 0.0011931200485839669 -0.00088409335763745673 0.0012813047001691716 0.0013430263994010472 -0.00061678128657928488 0.000168705284426061 0.0025064536294931651
leaf_weight=0.0013511632047520363 0.0010036664950728849 0.0014183368110331209 0.0010249301424341889 0.0016825301771311021 0.0012615265357017328 0.0010124794517128721 0.0017085900203349345 0.0015093337121365744 0.0010890101470235622 0.0010111766864294739 0.0010313527564660419 0.0016592119669613936 0.00103616567067083 0.0013181459539439722 0.0019161108979799668 0.0014224985466125247 0.0010022343278148771
leaf_count=174 49 189 326 164 264 402 659 109 75 153 95 96 384 56 541 75 99
internal_value=0 -6.1017e-05 1.19495e-05 0.000108201 -1.39684e-07 -0.000626017 -0.00131472 0.000226253 9.35094e-05 0.000281614 0.000515029 0.000147187 0.000292921 0.000449081 0.000177906 0.000733509 0.00184038
internal_weight=0 0.0224548 0.0211036 0.0196853 0.0180028 0.00478217 0.00273352 0.0132206 0.0119591 0.0108701 0.00936073 0.00732714 0.00204865 0.00566793 0.00465676 0.00274064 0.00203359
internal_count=3910 3861 3687 3498 3334 1771 985 1563 1299 1224 1115 921 786 825 672 131 194
is_linear=0
shrinkage=0.00396435


Tree=1398
num_leaves=31
num_cat=0
split_feature=14 1429 160 38 3 39 42 1374 457 1213 484 48 4 47 1 43 11 40 49 15 49 16 4 0 43 47 133 2 43 4
split_gain=0.000892322 0.000719454 0.000504431 0.000457889 0.00134963 0.00058756 0.000801381 0.000532897 0.000466438 0.000566163 0.000503881 0.00050553 0.000502282 0.000508163 0.000523908 0.000419828 0.000428321 0.000459656 0.000351309 0.000551093 0.000355138 0.000366122 0.000904624 0.000717443 0.000383471 0.000362747 0.000453223 0.000360802 0.00033863 0.000651716
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.51385999999999987 0.12641000000000005 0.30601500000000009 0.15608500000000003 -0.11403999999999999 0.086000000000000007 -0.098834999999999992 -1.0000000180025095e-35 -0.083374999999999991 0.12649500000000002 0.15927500000000003 0.10933000000000002 0.085835000000000009 0.19761500000000001 0.080320000000000016 -0.074429999999999982 -0.084114999999999981 0.091600000000000015 -0.073619999999999977 -0.094359999999999986 0.00046500000000000008 -0.10575999999999998 0.013605000000000001 0.09550500000000002 -0.085714999999999986 0.086650000000000019 -0.15648499999999999 -0.16401499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 -10 -11 12 15 14 -14 16 17 -12 -19 20 -20 22 27 -23 25 26 -25 -22 -28 -30
right_child=-2 2 3 -5 -6 -7 7 -9 9 10 11 -13 13 -15 -16 -17 -18 18 19 -21 21 23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0010898384727577996 -0.0010409857537900446 -0.00092448081304478144 -0.00088819735391698932 -0.00088680285558657989 0.0014569723708613028 0.0011076441699264564 0.0010058502191875238 -0.00092019132625559556 -0.00078062469988129783 -0.0008140040554445024 0.0010261678259793875 -0.0006046476409368169 6.2178196755609323e-05 -0.00020584430259288069 0.0009708278128983212 -0.00076463264946061648 -0.00079821262427188231 -0.00046797469967959639 0.00097904827805688345 -0.0008632292043580218 -0.00024809374341732961 0.0010786832002502174 -0.0012663357214380828 0.00064423821193255104 0.00098611365713961274 0.00067100097131083021 0.00035848096511798135 0.0008828145402533915 -0.0014571096976681718 -0.00015943313008362505
leaf_weight=0.0012254623721822391 0.0017724366211269152 0.0011202436476001878 0.0019943774548429457 0.0010472989245471345 0.0014770284925694757 0.0010672155602406965 0.0011395188309037954 0.0011467454137258351 0.0016277306716454545 0.0012406593114396838 0.0012194313719333652 0.0018735948700481222 0.001965445103978336 0.0017379941891020323 0.00427922652533963 0.0012157443339206866 0.0010440553798716215 0.0020423979197436984 0.0012438575580802072 0.0010391257882853546 0.0012861231695775284 0.0020428219592929344 0.0012088066935584951 0.0015170055401311795 0.001025477486265137 0.0016624439075196848 0.0015558483721838101 0.0011204175780019088 0.0010246917042628784 0.0041414755799649063
leaf_count=180 126 169 184 22 154 34 40 88 515 257 109 70 72 30 280 155 66 77 29 221 39 44 78 66 45 97 52 28 36 547
internal_value=0 1.19106e-05 4.11938e-05 6.52407e-05 8.79328e-05 4.03114e-05 1.27943e-05 5.84006e-05 8.7736e-05 5.95473e-05 9.8085e-05 0.000131128 0.000173712 0.000490919 0.00068484 6.98913e-05 0.000113672 0.000156693 0.000105988 0.000168117 0.000228227 0.000171917 -0.000238072 0.000286202 0.000138046 5.02128e-05 -7.5048e-05 0.000278425 -0.000237374 -0.000416823
internal_weight=0 0.0473323 0.0461068 0.0449866 0.0439393 0.0424622 0.041395 0.0394006 0.0382539 0.0371144 0.0354866 0.034246 0.0323724 0.00798267 0.00624467 0.0243897 0.023174 0.0221299 0.0209105 0.0188681 0.017829 0.0165851 0.00361535 0.0129698 0.0109269 0.00990147 0.00823902 0.00240654 0.00672202 0.00516617
internal_count=3910 3784 3604 3435 3413 3259 3225 3041 2953 2913 2398 2141 2071 382 352 1689 1534 1468 1359 1282 1061 1032 145 887 843 798 701 67 635 583
is_linear=0
shrinkage=0.00145689


Tree=1399
num_leaves=18
num_cat=0
split_feature=11 48 0 51 42 133 13 49 0 133 133 15 4 16 13 3 1
split_gain=8.89049e-05 0.000105058 0.000291231 0.000195226 0.000167888 0.000197656 0.000324119 0.000170354 0.000163086 0.000269232 0.000335155 0.000136303 0.000131964 0.000114834 0.000113651 0.00010748 5.27022e-05
threshold=0.081005000000000008 0.091555000000000011 -0.19631499999999999 0.089355000000000004 0.086325000000000013 1.0000000180025095e-35 -0.071149999999999977 -0.084114999999999981 -0.10071499999999999 -0.085714999999999986 0.065880000000000008 -0.10312999999999999 -0.078484999999999985 -0.014754999999999999 -0.07409499999999998 0.013395000000000002 0.10617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1 11 -10 12 16 -11 15 -4 -13 -9
right_child=-2 2 14 -5 5 -7 -8 8 9 10 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0014506239187864613 -0.0010817257111444597 -0.00084093868443824616 0.0027326784545245019 -0.0018427083527817396 -0.0018707651214762398 -0.0025577262300735064 0.0014071718840717644 -0.00060844628571798899 0.0019861225762313555 -0.0028320924695876644 0.0009926663742593541 0.0021310304563911132 -0.00070544198895571464 0.0030946606508765323 0.00072355727888429673 -1.7361340403010431e-05 0.00094561372280251
leaf_weight=0.0011336754935663005 0.0016756738508772453 0.0016475813331986444 0.0013442519714478296 0.001371497530672664 0.0013335712514975437 0.0010947762944787526 0.0014932555869160416 0.001032461850165256 0.0012203425471664989 0.0012131770981072517 0.0019134840560841269 0.0011691045422228541 0.0015545844527596383 0.0010210815029052496 0.0012870731332171167 0.0010167661667681571 0.0010063247410409537
leaf_count=115 233 62 192 296 486 553 102 90 267 340 457 56 275 67 190 62 67
internal_value=0 7.32821e-05 0.000752333 -9.2052e-05 5.61353e-05 -0.000814379 -0.000139213 0.00033411 0.000515616 -3.54646e-05 -0.000562467 0.0011356 -0.0016376 0.0017567 0.00174995 0.0011317 0.000158622
internal_weight=0 0.021853 0.00427891 0.0175741 0.0162026 0.0039216 0.00282683 0.012281 0.0111473 0.00590159 0.00468125 0.00524574 0.00276776 0.00320695 0.00263133 0.00218587 0.00203879
internal_count=3910 3677 444 3233 2937 1141 588 1796 1681 1339 1072 342 615 185 382 118 157
is_linear=0
shrinkage=0.00483252


Tree=1400
num_leaves=19
num_cat=0
split_feature=150 484 151 457 1 43 16 13 43 48 16 47 0 12 13 2 43 13
split_gain=8.68593e-05 0.000211429 0.000187678 0.00021969 0.000144299 0.000148284 0.000258077 0.000349465 0.000251155 0.000335003 0.000212133 0.000164428 0.000172941 0.000156735 0.00014097 0.00010184 0.000203391 0.000152595
threshold=0.083205000000000015 -0.0043499999999999988 0.056555000000000001 0.088175000000000017 0.13562500000000002 -0.074254999999999988 0.24895000000000003 0.17936000000000002 -0.0037249999999999996 0.085575000000000012 -0.17157499999999998 0.09252500000000001 -0.15291499999999997 0.085250000000000006 -0.0097449999999999985 1.0000000180025095e-35 0.0016850000000000001 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 6 7 10 -7 11 -3 12 -10 -12 -2 -14 -17 -18
right_child=2 4 -4 -5 -6 8 -8 -9 9 -11 13 -13 15 -15 -16 16 17 -19
leaf_value=-0.0018568050826638484 0.0013618959786200367 0.0022023178909702018 -0.00086563955732883063 0.0026095025397829714 0.0012898627237766182 -0.0024652725995513752 0.0021585344325373598 -0.0022070994175382346 0.0017456989592984822 -0.0018417282901741774 0.0011036202772822363 -0.0014343961250432109 0.0012050302390980527 -0.0012136932351406217 -0.00088738508456193729 -0.0014651566267450703 0.0017435418991868601 -0.00037565746614062772
leaf_weight=0.0012270832065721096 0.0010400220074202604 0.0010695612050050651 0.0012652518230313048 0.0011281352179307036 0.0014343955971697206 0.0010077148812250069 0.0012457382390035354 0.0010531639847410901 0.0014332400433825195 0.0018728251385431438 0.0010059400768265237 0.0010087667670006795 0.0011339145858082584 0.0011540258587765806 0.0010126562697125854 0.0015682932926557314 0.0010606689735539439 0.001525569894897885
leaf_count=580 181 87 106 106 195 646 162 124 72 184 178 35 189 355 111 246 53 300
internal_value=0 -0.000134693 0.000532247 0.00108829 -1.44474e-05 -0.000130368 0.000439472 -6.0565e-05 -0.00042726 -0.000213403 0.00063943 0.000181085 0.000423531 -0.000134473 0.000252249 6.52054e-05 -0.000245892 0.000493469
internal_weight=0 0.0188009 0.00444607 0.00318081 0.0175738 0.0161394 0.00552843 0.00428269 0.010611 0.00960328 0.00322953 0.00773045 0.00672169 0.00215997 0.00205268 0.00528845 0.00415453 0.00258624
internal_count=3910 3406 504 398 2826 2631 906 744 1725 1079 620 895 860 533 292 788 599 353
is_linear=0
shrinkage=0.00429114


Tree=1401
num_leaves=17
num_cat=0
split_feature=4 11 1 160 403 403 3 156 457 151 150 15 1 16 13 52
split_gain=9.75683e-05 0.00018855 0.000146431 0.000132737 0.000122858 0.000131501 0.000108203 0.000158479 0.000166075 0.000136435 0.000232717 0.000197079 0.000228367 0.000182715 0.00016496 0.000131222
threshold=0.27608500000000008 0.077165000000000025 0.11235500000000002 -0.217635 0.09389500000000002 -1.0000000180025095e-35 -0.10628499999999998 0.086995000000000017 -0.0034949999999999994 0.056555000000000001 0.08486500000000001 -0.10469999999999999 0.090355000000000005 -0.055679999999999993 -0.084084999999999979 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 -7 8 -8 10 11 -10 14 -14 -13 -16
right_child=2 -3 -4 4 -6 6 7 -9 9 -11 -12 12 13 -15 15 -17
leaf_value=-0.0016104433578262331 -0.00030071196084586896 -0.0022414575860098766 0.0019678267631506514 -0.001556255000610325 -0.001551432713976893 0.0014112546393686227 -0.0016402918364104683 -0.0017159911795731494 -0.0012546497820722341 -0.0010414399592714718 0.0024037107617240925 -0.0015251053746962182 0.0030430112471211729 0.00060346348259785615 -0.00050089498264332358 0.0017609852306751594
leaf_weight=0.0012387071661949167 0.0014081182398154026 0.001016634239550839 0.001470284535185537 0.0010144945971845903 0.0010803253275872829 0.0019765636543733695 0.0010158099001565815 0.0010583639489992044 0.0015902895983867082 0.0013215545683289429 0.001652022688876765 0.0013506577439804084 0.0014298820330311823 0.0016972818250620691 0.001283493347886331 0.0013102095491187571
leaf_count=346 118 212 323 834 270 109 201 312 124 61 107 171 81 192 313 136
internal_value=0 -0.000131868 0.000858055 -1.91062e-05 9.17541e-05 0.000198048 0.000311507 0.000152952 0.000309302 0.000479509 0.000674394 0.000344571 0.000704214 0.00171894 -0.000100278 0.000641694
internal_weight=0 0.0200363 0.0028784 0.0190197 0.0177809 0.0167006 0.0156861 0.0137096 0.0126512 0.0116354 0.0103138 0.00866181 0.00707152 0.00312716 0.00394436 0.0025937
internal_count=3910 3469 441 3257 2911 2641 1807 1698 1386 1185 1124 1017 893 273 620 449
is_linear=0
shrinkage=0.00502775


Tree=1402
num_leaves=31
num_cat=0
split_feature=31 1429 14 453 4 1213 150 160 11 158 133 38 1374 39 15 15 47 47 16 15 159 457 52 13 160 3 12 3 13 12
split_gain=0.000784785 0.00053448 0.00055134 0.000510291 0.000660583 0.000612233 0.0005054 0.000652155 0.000505167 0.000500011 0.000491201 0.000417047 0.000394823 0.000396704 0.000519309 0.000366793 0.000574292 0.00131142 0.000508082 0.000434913 0.00035523 0.000353894 0.0008361 0.000405505 0.00043879 0.000535415 0.000310177 0.000355109 0.000282925 0.00025788
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.091855000000000006 0.28937500000000005 -0.081334999999999977 -0.099594999999999975 -0.217635 0.087830000000000005 0.099375000000000005 -0.23133499999999999 1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.017214999999999998 -0.11739999999999999 0.09550500000000002 0.086425000000000016 -0.055679999999999993 -0.094924999999999995 -0.041239999999999992 0.094310000000000019 0.11401500000000002 -0.094679999999999986 -0.081669999999999979 0.088060000000000013 0.10508500000000001 -0.078884999999999997 -1.0000000180025095e-35 0.10129000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 20 28 10 -9 12 -12 15 -15 -14 17 19 -18 -17 -8 22 23 26 -25 29 27 -21 -6 -26
right_child=1 2 -4 -5 8 6 7 9 -10 -11 11 -13 13 14 -16 16 18 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012208876078141889 -0.0011004508779136858 -0.0011265656025076596 -0.00095086086020674371 -0.0010281469477535501 0.0014202655962898111 0.00077446721153409909 -0.001457008816784231 -0.00091510596357094356 -0.00010736546857906363 -0.0010006772113685186 -0.00051149752212227659 -0.00070605482252378011 -0.00059522304897698846 7.8850706273845891e-05 0.0013592142141749192 0.00089705864541682009 0.0012416556605423228 -0.0014572222181648176 2.5255004868213161e-05 9.9770673520320301e-05 -0.00025317891966991754 0.00076604039001181695 -0.0012676585716896705 0.0006962676453701823 5.3305125909700647e-05 -0.0011357148775835246 -0.00013755542057845713 0.0011650501371902084 0.00051232164951455406 -0.00071758586685036316
leaf_weight=0.0010452654375643902 0.0010164165943030148 0.0010755906783767857 0.0013460020665227992 0.0010098450701754294 0.0012643325725610333 0.0016586846950490388 0.0010140885783382347 0.0011227138109171078 0.0016506241304341529 0.0010264666301933447 0.0020760974183815497 0.0014204533065225169 0.0015544155471590602 0.0014374061271542615 0.0012633259411067846 0.001482054002321472 0.0017393755135834965 0.001157880077400363 0.0012545233431300309 0.0010690285075725114 0.0010684368381050349 0.0014544173277117869 0.0010107968842240625 0.0015162798232500893 0.008286899282126562 0.0010374042220888677 0.0011443714424785867 0.0017538398798730903 0.0017187465658701209 0.0010362286400159579
leaf_count=113 179 377 123 45 168 35 154 191 46 141 61 55 135 102 31 73 34 30 72 32 140 46 134 128 896 47 9 59 129 125
internal_value=0 -5.55495e-05 -3.22845e-05 -4.37741e-06 1.9502e-05 -4.28002e-05 -1.17856e-05 -4.8086e-05 0.000539314 6.05127e-07 3.19233e-05 6.54695e-05 0.000101669 0.000146813 0.000677768 9.05739e-05 0.000135097 4.97988e-05 0.000731951 0.000137966 -0.000839386 7.6521e-05 1.70219e-05 9.89802e-05 -3.57257e-05 -0.000142854 0.000502252 0.000761626 0.00089714 -3.23763e-05
internal_weight=0 0.0466667 0.0456503 0.0443043 0.0432945 0.0386608 0.0375852 0.0359265 0.0046337 0.033844 0.0328175 0.0316948 0.0302743 0.0281982 0.00270073 0.0254975 0.0239431 0.0209492 0.0029939 0.0197913 0.00208253 0.0183093 0.0168548 0.0158441 0.0118768 0.0103605 0.00396724 0.00282287 0.00298308 0.00932313
internal_count=3910 3797 3618 3495 3450 3107 2730 2695 343 2401 2260 2069 2014 1953 133 1820 1685 1579 106 1549 294 1476 1430 1296 1196 1068 100 91 297 1021
is_linear=0
shrinkage=0.00145689


Tree=1403
num_leaves=31
num_cat=0
split_feature=14 1213 480 51 1 3 47 38 124 48 1 0 130 0 4 42 0 43 52 151 1 12 1374 47 13 150 52 52 4 12
split_gain=0.000570354 0.000494655 0.000412141 0.000357657 0.000385837 0.000475747 0.000449212 0.00038986 0.000370129 0.000363687 0.000496784 0.000342987 0.000332356 0.000285995 0.000537697 0.00037851 0.000413878 0.000552213 0.000432141 0.000396495 0.000365632 0.000387154 0.00042647 0.00031848 0.000280709 0.000258578 0.000434442 0.000426202 0.000153325 7.98202e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 -0.40274499999999996 0.13429500000000003 0.11265500000000002 0.11939500000000002 0.087760000000000019 -0.036134999999999994 0.12675000000000003 0.11215000000000001 -0.10783 -0.086274999999999991 0.18055000000000002 -0.49837999999999999 0.092395000000000019 -0.077944999999999987 -0.089949999999999988 0.10218500000000001 0.069165000000000018 0.092550000000000007 0.088375000000000023 -0.094679999999999986 0.09252500000000001 -0.0010249999999999997 0.084800000000000014 0.084890000000000007 -0.066329999999999986 -1.0000000180025095e-35 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 -5 10 12 -12 -10 14 -14 16 17 -16 24 20 21 22 -19 -22 29 26 27 -24 -29 -18
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 11 -13 13 -15 15 -17 18 19 -20 -21 23 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0007073260695576064 -0.00091883799280306939 -0.00068462264132271137 -0.00069092652535901683 0.00064803717091111248 0.0012606421159872905 9.1444291414687751e-05 -0.00078166642815438725 -0.00072804168094183473 -0.00070647270909765731 -0.00071400270532994748 0.00094473485620247006 2.6560232482482419e-05 -0.00090991726402356017 0.00063773457924797385 -0.00088732901648214677 -0.00061334631452708121 0.00069517298135302996 -0.00054485885757125452 -0.00033962677102785234 0.00074418729759626566 -3.9827374282390362e-05 -0.00047559770718734608 -0.00029447749588701067 -0.00086215997620520135 0.00025887554470243007 0.00089533198168517691 -0.00052726907118797535 0.00091887057956668069 0.00033038159903507706 0.0012009348410237093
leaf_weight=0.001683226558697625 0.0012321765244294172 0.0011189329058236544 0.0013555223570032573 0.0019461955231936381 0.0010298651967063912 0.0014722324741874848 0.0011318682467256194 0.0010462156770727473 0.001047046916414939 0.001036364805482747 0.0018357441004472896 0.0011535522406309609 0.0010384996391778921 0.0013731411490347503 0.0011374422639510171 0.0013534204882134906 0.0010961682558541241 0.0010072873639792599 0.0010212013638377648 0.0013655123615450302 0.002018264852804875 0.0015161701461561261 0.0010556490665712655 0.0013812840454541231 0.0019782071401666336 0.0013361886574694282 0.0010211953283802977 0.0018489881737218002 0.0013220939123967917 0.0010773622013537931
leaf_count=578 126 106 235 196 114 120 80 50 75 32 66 116 122 22 225 326 73 34 73 53 89 275 134 34 142 56 141 118 60 39
internal_value=0 -7.28421e-06 2.36255e-05 4.99702e-05 7.30284e-05 0.000572687 3.53096e-05 6.41948e-05 9.09604e-05 5.36017e-05 8.20289e-05 0.000590417 2.12281e-05 5.30443e-05 1.748e-05 6.21997e-05 0.0001075 -3.42942e-06 0.000429379 6.90431e-05 -4.66833e-06 0.000133173 0.000254758 -0.000373953 0.000618531 0.000377089 0.000245138 0.000431755 0.000673517 0.000945866
internal_weight=0 0.0398048 0.0381216 0.0367661 0.0356472 0.0025021 0.0331451 0.0320132 0.030967 0.0290208 0.0279844 0.0029893 0.0249951 0.0239481 0.0225749 0.0215364 0.020183 0.0150101 0.00517294 0.0138726 0.0125071 0.00910757 0.0075914 0.00339955 0.00415174 0.00658412 0.00524793 0.00422673 0.00317108 0.00217353
internal_count=3910 3784 3206 2971 2865 234 2631 2551 2501 2305 2273 182 2091 2016 1994 1872 1546 1219 327 994 941 818 543 123 254 509 453 312 178 112
is_linear=0
shrinkage=0.00131955


Tree=1404
num_leaves=19
num_cat=0
split_feature=2 159 159 15 4 0 52 0 13 151 40 2 3 1 403 0 16 16
split_gain=8.63662e-05 0.000165111 0.000132549 0.000241818 0.000191762 0.000185732 0.000222683 0.000250144 0.000186614 0.00014941 0.000122533 0.000134626 0.000495352 0.000126362 0.00011321 0.000235523 8.63781e-05 8.31248e-05
threshold=0.099015000000000006 0.079875000000000015 0.089615000000000014 -0.11739999999999999 0.15927500000000003 -0.017269999999999997 -0.27466499999999994 -0.070174999999999987 -0.084184999999999996 -0.083294999999999994 -0.012844999999999997 0.11230000000000001 0.10420500000000001 0.12293500000000002 0.03138500000000001 -0.10131499999999999 -0.092714999999999978 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 -5 8 -8 -10 -2 12 -12 16 15 17 -13 -11
right_child=1 -3 -4 4 -6 -7 7 -9 9 14 11 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0022597026738585919 0.00149416015340931 0.001894681775662371 -0.0019248172226389968 -0.0024512590884923796 0.0018287083308349663 0.0016195730975340922 -0.001983229096707775 0.0021309040751888247 0.001651921830693262 -0.00057069827760096133 -0.0010851188534633841 -0.00062288880662207257 0.0032395394424832363 0.00040222541691592857 0.0010670508773624461 -0.0023159772819081343 -0.0025232330624881585 0.0011245984646468311
leaf_weight=0.0011216190861284567 0.0011973551040592306 0.001395682320912528 0.001011122105850166 0.0010498267441934371 0.0013143928202982167 0.0012647974724707385 0.0014125016229375705 0.0010383668585960361 0.0010214967103404663 0.0017313920632354707 0.0015481043454841081 0.0012098415667320117 0.0010300838412877766 0.0012794106439372177 0.0010352663735700984 0.001426984378841787 0.001037673258857591 0.0011074837681110993
leaf_count=247 155 244 295 171 77 110 526 128 58 66 289 94 61 101 157 890 202 39
internal_value=0 0.000371718 -0.000237086 -0.000110904 8.34222e-05 -0.000123465 -0.000347889 -9.62024e-05 -0.00039517 -4.03909e-05 8.06417e-05 -0.000196582 0.000642746 -0.000810132 -0.00036649 -0.000714391 -0.00150027 9.06599e-05
internal_weight=0 0.00869815 0.0145353 0.0135241 0.0124025 0.0110881 0.00982332 0.00877349 0.00773512 0.00632262 0.00730247 0.00610511 0.00257819 0.00352693 0.00530113 0.00426586 0.00224751 0.00283888
internal_count=3910 1146 2764 2469 2222 2145 2035 1864 1736 1210 902 747 350 397 1152 995 296 105
is_linear=0
shrinkage=0.00483252


Tree=1405
num_leaves=31
num_cat=0
split_feature=31 14 1429 3 454 150 4 158 159 160 11 3 2 52 133 2 1374 457 403 4 4 47 2 13 4 43 3 3 42 15
split_gain=0.000901241 0.00071715 0.000566509 0.000517869 0.000441075 0.000837714 0.000509252 0.000612191 0.000429392 0.000600073 0.000376941 0.000499142 0.00028926 0.000405008 0.000395951 0.00027585 0.00026704 0.000440362 0.000379182 0.000380613 0.00062057 0.000590055 0.000941568 0.000404591 0.000384008 0.000338791 0.000407081 0.000392293 0.000358472 0.000247635
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 0.088225000000000012 -0.18357499999999996 0.28937500000000005 0.084965000000000027 0.073745000000000019 -0.217635 0.087830000000000005 0.10856000000000002 0.14251000000000003 0.14114500000000005 -0.21767499999999998 0.097360000000000016 -0.094679999999999986 0.082870000000000013 -1.0000000180025095e-35 0.074650000000000008 -0.056579999999999991 0.09550500000000002 0.092175000000000021 -0.010384999999999998 -0.52333999999999992 0.013605000000000001 -0.078884999999999997 0.045635000000000002 -0.089024999999999979 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 -7 11 -8 13 14 -11 -10 -16 18 -18 20 24 22 -22 -21 -20 26 28 -28 -26 -19
right_child=1 -3 3 -5 -6 6 10 -9 15 12 -12 -13 -14 -15 16 -17 17 29 19 23 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012669761394980457 -0.0010406942877742894 -0.0010355619972250646 0.0010496410865183979 0.00076276160671927262 -0.00086839102527541158 -0.00094475609971121654 0.0013642100118978603 -0.00089145157180561092 0.00014523127411641282 -0.00091650675900835029 -0.00014165727818210417 0.0001896349042859955 -0.00078418569186320124 0.00055873959522249189 -0.00048536352609365068 0.0010478745116966649 -0.000896098033924578 0.0010153243028930062 -0.00071381029931807732 0.00077080365887323356 -0.0013448837026847653 0.00029465911517666688 0.00018759927735873097 -6.8458967925355834e-05 0.00037754038105732306 0.00074339666623265315 0.0010706875273092968 -5.7861100266463481e-05 -0.00055668843995982612 0.0001818759666511656
leaf_weight=0.0010447166374186736 0.001036354871077865 0.0013989721157434678 0.0014397328693576119 0.0017076745540468554 0.0011787230138615703 0.0015673106709913611 0.0012736908465420518 0.0017937974584824592 0.0018942108031371188 0.0010555349910017489 0.0015786958614967261 0.0016014334957787923 0.0010283257036789442 0.0021305011158020961 0.0023882369455030519 0.0010221267426482328 0.0010298712514785471 0.0011637758313876034 0.0010538076041672895 0.0021426211398249961 0.0023673762990875378 0.001215516154276064 0.0011770421088256322 0.0023747150258088814 0.0011838132387103073 0.0016820409933071545 0.0011546740139953687 0.0012664105411488435 0.0025194262330874295 0.001750572078113021
leaf_count=113 178 124 29 150 42 263 174 307 165 182 42 51 52 137 53 61 688 45 26 49 271 85 133 32 54 84 41 32 184 63
internal_value=0 -4.82669e-05 -1.74215e-05 6.82254e-06 -2.38883e-05 4.76635e-07 -3.78462e-05 -9.46569e-05 -5.15644e-05 -0.000101034 0.000408107 0.000709976 -5.49331e-05 -2.78174e-05 -7.67749e-05 0.000461592 -4.05521e-05 7.55633e-06 -6.95528e-05 -2.26203e-05 -0.000139444 -0.000547249 -0.000835972 0.000329612 7.96402e-05 0.000186751 3.38684e-05 0.000480371 -0.000258044 0.000514694
internal_weight=0 0.046177 0.044778 0.0437417 0.042034 0.0408553 0.0394155 0.0349617 0.0331679 0.0302516 0.00445382 0.00287512 0.0286843 0.0276559 0.0255254 0.00291634 0.0244699 0.0220817 0.0191673 0.0181374 0.0136201 0.00475993 0.00354442 0.00451734 0.00886017 0.00780637 0.00612432 0.00242108 0.00370324 0.00291435
internal_count=3910 3797 3673 3495 3345 3303 3274 3007 2700 2474 267 225 2211 2159 2022 226 1840 1787 1679 991 910 489 404 81 421 395 311 73 238 108
is_linear=0
shrinkage=0.00140032


Tree=1406
num_leaves=18
num_cat=0
split_feature=1 43 0 51 151 2 3 42 151 43 16 42 12 52 160 15 150
split_gain=8.23332e-05 0.000142782 0.000390698 0.000132537 0.000239294 0.000270967 0.000241274 0.000131822 0.000138385 0.000121121 0.000142327 0.000117611 0.000225056 0.000185371 0.000282306 0.00028886 4.66464e-05
threshold=0.10420500000000001 -0.24333999999999997 -0.035699999999999989 0.12342500000000002 -0.0032449999999999996 1.0000000180025095e-35 0.12046500000000002 0.092395000000000019 0.079335000000000017 0.14198000000000002 -0.19424999999999998 0.085195000000000007 0.089855000000000004 0.0033900000000000002 -0.026849999999999995 -0.091704999999999995 0.082085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -7 8 9 10 -1 12 13 14 -12 16 -16
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 15 -17 -18
leaf_value=-0.0019373058625018829 -0.0011930545988902944 -0.0014700559253673895 0.0034864769376320125 -0.0013120406549837929 -0.00044174390016966963 0.0039934727651703191 0.00067803401293498326 -0.001441676246003321 0.0017049841038651108 0.0012996512026771832 0.0013712594932098997 0.00099059285353549943 -0.0023230496271140727 0.001366587894496454 -0.00084111985195959292 -0.0030436005552975098 0.0005536988566875199
leaf_weight=0.0012292845795957878 0.0011815160158779037 0.0011035275831978719 0.0010149017271333799 0.0011669558736748797 0.0015200421826020438 0.0010325930453499582 0.0011029507482105405 0.001891027843999517 0.0010080945118498006 0.0011888306457994166 0.0013884599579348693 0.0017739281191186456 0.0012616825014336724 0.0016756311549953259 0.0012393981979831646 0.0013581659039285186 0.0010991933609147964
leaf_count=149 32 150 209 71 179 145 94 583 84 187 222 603 427 348 81 316 30
internal_value=0 0.000390949 0.000660584 0.00017662 0.000541646 0.00114893 0.00228114 -0.000224389 -5.02999e-05 -0.000195167 -0.000356343 -0.00015796 -0.000411926 -5.52798e-05 -0.0005238 -0.00123556 -0.000185522
internal_weight=0 0.00812249 0.00694097 0.00592607 0.00475911 0.00365559 0.00213554 0.0151137 0.0132227 0.0122146 0.0110257 0.00979646 0.00802253 0.00676085 0.00508522 0.00369676 0.00233859
internal_count=3910 880 848 639 568 418 239 3030 2447 2363 2176 2027 1424 997 649 427 111
is_linear=0
shrinkage=0.00492917


Tree=1407
num_leaves=18
num_cat=0
split_feature=0 1 2 2 150 151 3 1 16 3 1 3 4 13 0 4 43
split_gain=8.27319e-05 0.00013211 0.000186145 0.000164308 0.000156881 0.000204415 0.000134848 0.000102797 0.000244732 0.000163283 0.000155183 0.000133494 0.000129257 0.000120116 9.29388e-05 0.0002109 8.44197e-05
threshold=0.18055000000000002 0.085835000000000009 0.106035 0.099015000000000006 0.075065000000000007 -0.07299499999999999 0.096385000000000012 0.10752500000000002 -0.088504999999999986 0.11265500000000002 0.092550000000000007 0.13772500000000001 0.074650000000000008 -0.052124999999999998 -0.084074999999999997 -0.00027999999999999998 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 7 -6 -7 8 -3 12 -10 -11 -9 -14 15 -1 -16
right_child=-2 4 -4 -5 5 6 -8 9 10 11 -12 -13 13 -15 16 -17 -18
leaf_value=-0.0023433440482174012 0.0011448041161316919 -0.0019930408597773875 -0.0021491585274411224 0.0011947111865910516 0.002549795103766535 -0.00074801339643987687 0.0013604867106262368 -0.00028267171549557063 0.00094517528420499323 -0.0014853409284534729 -0.00089642694786439567 0.00042486883275643359 0.0025907149893490146 0.00062539763896944981 0.00083229828690064601 -0.00010310283002451784 -0.00061656709478298142
leaf_weight=0.001276945381164212 0.0010532739954614559 0.0014023743680432474 0.0010393042230633365 0.0011745267396785219 0.0010301720674084081 0.0011112621628558703 0.0010385422611569606 0.0010416940649217166 0.0017816599099280675 0.0012219055409765645 0.0014846904738096134 0.0013774350019301329 0.0010040145118535848 0.0012182595250861128 0.001258728655067709 0.0017812562998445192 0.0016379514563424355
leaf_count=762 44 145 305 149 179 98 62 165 293 39 328 148 122 115 237 270 449
internal_value=0 -6.23073e-05 -0.000485836 -0.000243362 0.000190003 0.00100894 0.000270575 -5.72622e-05 -0.000523039 0.000313618 0.000108091 -0.000473088 0.00094013 0.00151332 -0.000527004 -0.00103851 1.30255e-05
internal_weight=0 0.0218807 0.00816871 0.00712941 0.013712 0.00317998 0.0021498 0.010532 0.00466872 0.00586331 0.00326635 0.00259934 0.00326397 0.00222227 0.00595488 0.0030582 0.00289668
internal_count=3910 3866 2172 1867 1694 339 160 1355 766 589 621 187 402 237 1718 1032 686
is_linear=0
shrinkage=0.004207


Tree=1408
num_leaves=31
num_cat=0
split_feature=14 1213 160 133 1374 484 454 150 4 1 1 12 457 39 42 155 403 39 4 0 2 3 3 42 42 12 4 3 0 0
split_gain=0.000453902 0.00040709 0.00037715 0.0004422 0.000386578 0.000385962 0.000404163 0.000539369 0.000352416 0.000486963 0.000609747 0.000458554 0.000323907 0.000517603 0.000493212 0.000344832 0.000234722 0.000343807 0.000354581 0.000562538 0.000551887 0.000293529 0.00023389 0.000502956 0.000555031 0.00082022 0.000316859 0.000200169 0.000550101 0.00027458
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 -0.24354499999999998 0.090240000000000015 -0.083374999999999991 0.088225000000000012 -0.096234999999999987 0.27020000000000005 0.11235500000000002 0.10688500000000002 -0.12394999999999999 0.53894500000000012 0.12773500000000002 -0.11145999999999999 0.083500000000000005 -1.0000000180025095e-35 0.005105000000000001 -0.23071499999999998 -0.045139999999999993 0.11085000000000002 -0.10140999999999999 -0.078884999999999997 -0.088669999999999985 0.091230000000000019 0.085845000000000019 -0.077679999999999985 -0.074234999999999982 -0.10071499999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 11 10 -10 -9 13 14 -13 16 -16 18 20 22 21 -18 23 -20 25 -25 -24 -28 29 -29
right_child=-2 2 3 4 -6 6 -8 8 9 -11 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-0.00074182858486621691 -0.00086691948446947925 -0.00069978598328245846 -0.00084385241295476779 -0.00062119545506694306 -0.00077330043950900014 0.0011178932845976825 -0.00076552299768298455 -0.00083872121170618758 0.0007703767972489057 0.0010060294384751541 -0.00072612693586428386 -0.00086433871876071119 -0.00065517438630824983 0.0010934922162300119 -0.00048280336929235838 -0.00068490189447868765 -6.5991228064943625e-05 0.00093471002867494594 0.00080881536944780053 0.0012637813195195901 0.00052236994010375695 -0.0010783295904823746 0.0010672525642235111 0.00016601299017075157 0.00046196776737054523 -0.0013426658093594903 0.00069539760725714262 0.00012349328401474355 -0.00079905653880582399 0.00085407586014588414
leaf_weight=0.0015044161792545077 0.0013107860611503144 0.0014478940760900829 0.0011123199762563809 0.0014658254735447065 0.0010749005308667839 0.0011450685952931741 0.0010030760884998094 0.0011104813280149442 0.0011373461350512306 0.0020389172735664207 0.0010856724591967737 0.0010601422341796609 0.0011140366187873943 0.0010922865755560443 0.0010692456003511255 0.0010072610440616794 0.0010175575347375343 0.0012336893868811752 0.0010938526378403415 0.0010420957134265338 0.0012550900396703923 0.0013724318221388495 0.001017558048175716 0.0013985552640728288 0.0014120141356492866 0.0015499148842341715 0.0015046771990885341 0.004412175676468344 0.0011132654519904733 0.0013770627188023363
leaf_count=578 126 258 201 301 66 29 41 46 68 285 41 101 13 26 457 194 19 124 35 34 26 67 23 171 48 220 72 110 124 6
internal_value=0 -1.28409e-05 1.54506e-05 4.3202e-05 7.04554e-05 9.6273e-05 0.000127514 0.000154941 0.000119954 0.000501899 3.95179e-05 6.02245e-05 9.84093e-05 0.000131951 8.80738e-05 0.000132211 0.000169846 0.000203396 0.000157285 0.000249287 -0.000244566 -0.000647318 0.000178234 -5.71673e-05 -0.000274404 -0.00062705 0.000314467 0.000223354 0.000120453 0.000297274
internal_weight=0 0.0402688 0.0387644 0.0373165 0.0362042 0.0351293 0.0336635 0.0326604 0.0315153 0.00426194 0.00222302 0.0272534 0.0261429 0.0250289 0.0239366 0.0228764 0.0218692 0.0207999 0.0195663 0.0159212 0.00364508 0.00238999 0.0148791 0.00545434 0.00436048 0.00294847 0.00942474 0.00840718 0.0069025 0.00578924
internal_count=3910 3784 3206 2948 2747 2681 2380 2339 2310 394 109 1916 1870 1857 1831 1730 1536 1079 955 843 112 86 809 474 439 391 335 312 240 116
is_linear=0
shrinkage=0.00142833


Tree=1409
num_leaves=31
num_cat=0
split_feature=31 1213 1429 4 480 133 14 133 3 16 160 151 484 403 403 42 52 15 43 16 15 48 1 1 0 43 13 12 133 43
split_gain=0.000707785 0.000618179 0.000576015 0.000569183 0.000853687 0.000572906 0.000515703 0.000466556 0.000463314 0.000536988 0.000443023 0.000550001 0.000348381 0.000581642 0.000341486 0.000459416 0.000376715 0.00048501 0.00105746 0.000374988 0.000559931 0.000383608 0.000438865 0.000376338 0.000355969 0.000876556 0.000469336 0.000411447 0.000353536 0.000302565
threshold=-1.0000000180025095e-35 -0.082704999999999987 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.077685000000000018 -0.16268499999999997 0.24227500000000002 -0.17157499999999998 -0.10117499999999999 -0.010684999999999998 0.085515000000000022 -1.0000000180025095e-35 0.096520000000000009 0.088115000000000013 0.096170000000000019 0.035895000000000003 -0.078844999999999985 0.15737500000000001 -0.095799999999999982 0.091395000000000018 0.092550000000000007 0.089370000000000019 -0.07773999999999999 -0.089949999999999988 -0.083514999999999992 0.085325000000000012 0.084630000000000025 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 10 -10 11 -9 13 -12 15 19 17 18 -17 20 21 22 23 -15 25 -22 -27 -28 -26 -21
right_child=1 2 3 -5 -6 6 -8 8 9 -11 12 -13 -14 14 -16 16 -18 -19 -20 29 24 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=0.0010833807667497161 -0.0011041380358455123 -0.00097142044003018218 -0.00086648144131420924 0.00093289585663759375 -0.0011639289394036834 0.000917105097898135 -0.00083913976930412965 0.00025654046797682155 -3.9279906344938487e-05 0.0013460149198712141 -0.00083484765931253675 -0.00098322359519027519 0.00061789874947361162 -0.0001432236345690368 -0.00072328499975150146 -0.00086907451132873083 0.00094517676142539392 0.00076662925283325987 0.00061527650689955943 0.00013857032320485602 -0.0010750327588691544 -0.00080245331675007187 -0.00053032652714845858 0.00091697901535181525 0.0002880858713780744 0.00095128273600269956 0.00027822500609642409 -0.00064364255368065399 0.0012432076051372819 -0.00071039352132158673
leaf_weight=0.001003560280245063 0.001003314525401088 0.0011593181920138687 0.0013427545465303217 0.0011293503955897557 0.0011799640374253037 0.0011057385424528823 0.0012038860586294211 0.0010311634153845617 0.0010119494231697335 0.001015707557977307 0.0014273827962673616 0.0017456560093734299 0.0017711236788642273 0.0013828380058320952 0.001008365671037347 0.0016616179872632753 0.0016066391909155264 0.0018085706085710918 0.0018236992255901687 0.0011316614045426832 0.0010194891641714934 0.0017415643852370932 0.0019710410441682313 0.0010804180219565751 0.0019590484223377669 0.0014204507584660844 0.0040248662558335247 0.0011214350925053962 0.001094159629569269 0.0023186506689190081
leaf_count=113 355 179 213 142 222 37 102 49 40 74 623 261 182 52 80 113 86 63 110 21 86 76 58 7 69 109 130 79 39 140
internal_value=0 -5.96808e-05 -3.54786e-05 -9.7293e-06 -3.56878e-05 -2.26355e-06 2.78876e-05 5.58842e-05 2.95616e-05 0.000654651 -7.55327e-06 -0.000522841 3.80547e-05 3.36184e-06 4.58274e-05 7.43756e-05 0.000374329 0.000201083 -9.23849e-05 -2.77599e-05 5.51741e-05 -0.000267194 -5.69718e-05 0.000321796 0.000242299 8.61139e-05 0.000266382 7.734e-05 0.000630367 -0.000431943
internal_weight=0 0.0443018 0.0432985 0.0421392 0.0410098 0.0398299 0.0384871 0.0372832 0.0361775 0.00202766 0.0341498 0.00277682 0.031373 0.0296019 0.0281745 0.0271661 0.00690053 0.00529389 0.00348532 0.0202656 0.0168153 0.00617586 0.0044343 0.00246326 0.0106394 0.00758624 0.00656675 0.0051463 0.00305321 0.00345031
internal_count=3910 3797 3442 3263 3121 2899 2686 2584 2547 114 2433 310 2123 1941 1318 1238 372 286 223 866 705 193 117 59 512 404 318 209 108 161
is_linear=0
shrinkage=0.00134594


Tree=1410
num_leaves=29
num_cat=0
split_feature=1429 14 1213 133 160 133 123 124 16 3 39 48 130 158 50 1 51 1 47 12 15 42 16 160 48 16 1 47
split_gain=0.000557479 0.000585234 0.000441133 0.000401527 0.000690446 0.000389528 0.000373241 0.000593614 0.000435387 0.000409854 0.000333821 0.000555513 0.000493711 0.000419991 0.000416021 0.000416951 0.000299511 0.000380812 0.00037547 0.000293874 0.000248568 0.00024683 0.000499089 0.000346005 0.000232485 0.000369094 0.000263856 0.000196912
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.085714999999999986 1.0000000180025095e-35 -0.013479999999999999 -0.006474999999999999 0.16699000000000003 0.005105000000000001 0.12649500000000002 -0.0015749999999999998 0.087355000000000016 0.088425000000000017 0.10786000000000001 0.08955500000000001 0.092550000000000007 0.09252500000000001 0.086765000000000023 -0.047894999999999993 0.084100000000000022 0.22945500000000005 0.085545000000000024 0.084500000000000006 -1.0000000180025095e-35 0.076710000000000014 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 19 7 -7 -8 10 11 12 -9 14 15 16 17 21 -19 -6 27 24 23 -23 25 26 -14 -17
right_child=1 -3 3 4 5 6 8 9 -10 -11 -12 -13 13 -15 -16 20 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.0010495715131649663 -0.00069299544348203892 -0.00095531636283796551 -0.00075257612099295743 -0.000992428891734334 4.1784895576177676e-05 -0.00089671721700752317 0.0012137653832256772 -0.00076936450396982825 -2.0045418267145784e-05 0.00078086973244877503 0.00069379608160755068 -0.00081809081955115214 0.00043631311099457521 -0.00064592645102018616 -0.00067360590262585283 0.0013880123445898015 -0.00047154663361968546 0.0001573801667444201 -0.00089810122555317661 0.00099199711761945074 0.0001538112516470951 -0.00062887865707771898 0.00083512543195274954 0.00037863474959993668 2.8169502465562539e-05 4.2875633519757689e-05 0.0011857700112281352 0.00055177654884967981
leaf_weight=0.0010080776024586338 0.0015595314856041978 0.0012050270490482342 0.001133145733549056 0.001109560839950229 0.0010181026176283572 0.0012615684666950058 0.0011946521008495692 0.001329436355280488 0.0010570791573373253 0.0015678882062410962 0.0014608231967503374 0.0015097070949972027 0.0017210007669925531 0.0013514752929578424 0.0011087178803907268 0.0010007328919972025 0.0015602264914562633 0.0015312384104007046 0.0011627264186415687 0.0017104983638492888 0.0012863938562603918 0.0019575105077048738 0.0010578646712519069 0.001014957686370721 0.0019624127382416034 0.0016603777298322964 0.0019819669584535404 0.0012318496253556077
leaf_count=181 578 125 204 230 105 61 200 158 84 125 80 67 157 167 284 44 51 137 32 105 42 325 74 44 86 108 33 23
internal_value=0 5.24563e-06 3.61112e-05 6.77474e-05 9.44517e-05 0.000130238 8.55507e-05 4.25058e-05 0.000634551 8.56599e-05 4.35573e-05 4.67323e-06 5.88701e-05 0.000109871 0.000160343 0.000208678 0.00011052 0.000175158 -0.00029817 0.000637451 0.000644107 0.000287443 9.10877e-06 -0.00028486 0.000440572 0.000591467 0.000837451 0.000926611
internal_weight=0 0.0387065 0.0375014 0.0359419 0.0348088 0.0336992 0.0309706 0.0287189 0.00225173 0.0274573 0.0258894 0.0244286 0.0229189 0.0215895 0.020238 0.0191293 0.0156103 0.0140501 0.00269396 0.0027286 0.00351898 0.0113561 0.00403033 0.00297247 0.00732576 0.00536335 0.00370297 0.00223258
internal_count=3910 3729 3604 3026 2822 2592 2382 2098 284 2037 1912 1832 1765 1607 1440 1156 1047 996 169 210 109 827 443 369 384 298 190 67
is_linear=0
shrinkage=0.00140032


Tree=1411
num_leaves=17
num_cat=0
split_feature=11 3 156 158 159 160 457 1 0 52 49 0 43 1 2 16
split_gain=8.64639e-05 9.55408e-05 0.000113587 0.00011386 0.000126079 0.000150361 0.000128552 0.000181087 0.000197501 0.000196212 0.000150827 0.000152467 0.0001316 0.000202811 0.000125296 0.000285612
threshold=0.08184000000000001 -0.14218999999999996 0.091280000000000014 0.084965000000000027 0.087360000000000007 -0.217635 -0.0015249999999999997 0.085990000000000011 -0.089879999999999974 1.0000000180025095e-35 -0.047309999999999998 -0.11756999999999999 -0.074254999999999988 0.092550000000000007 0.10325000000000002 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 10 -9 -12 -13 -14 15 -10
right_child=-2 2 -4 -5 -6 6 7 9 14 -11 11 12 13 -15 -16 -17
leaf_value=0.0011681626870239891 -0.0010856559575538624 -0.0016111984794111387 -0.0014391293895433662 -0.0014202395197925111 0.0017901819672567973 -0.0012602367297156218 -0.0016260132174285864 0.0015266735075589006 -0.00052350698712694407 0.0023036628827242437 -0.0012086295386174891 0.0016815860535172827 0.0013895050583839557 -0.0015030259249538302 -0.0011962280268556379 0.0024179037723122076
leaf_weight=0.0016319318448181899 0.0015699751465492731 0.0011289752869172156 0.0011970320919039981 0.0010916203888991635 0.0010003146246954772 0.0012815180979501425 0.0018357092401829634 0.0019850037419679722 0.0017388988044209101 0.0014911116890674592 0.0016310413828061893 0.0013864089354939657 0.0010007044267538179 0.0011924790459514889 0.0010110169456386542 0.0012912042983526106
leaf_count=165 224 259 276 359 177 222 297 151 727 146 111 137 158 186 190 125
internal_value=0 6.5362e-05 -2.34547e-05 6.54264e-05 0.000155654 5.9328e-05 0.000178354 0.000304943 -0.000337361 0.000739479 0.000415342 -8.02243e-06 0.000539034 -0.000183224 0.000248019 0.000729903
internal_weight=0 0.021895 0.020263 0.019066 0.0179744 0.0169741 0.0158451 0.0145636 0.00587683 0.00868675 0.00719564 0.00521063 0.00357959 0.00219318 0.00404112 0.0030301
internal_count=3910 3686 3521 3245 2886 2709 2450 2228 1339 889 743 592 481 344 1042 852
is_linear=0
shrinkage=0.00473777


Tree=1412
num_leaves=29
num_cat=0
split_feature=14 1213 480 151 4 150 15 16 13 160 52 133 16 3 3 151 2 3 160 457 0 0 15 4 0 3 16 47
split_gain=0.000583693 0.000459452 0.000324612 0.000337803 0.000473666 0.00035923 0.000342177 0.000456432 0.000370722 0.0004849 0.00045096 0.000296686 0.000418925 0.000326447 0.000356673 0.000529823 0.000396276 0.000386522 0.000299693 0.00035871 0.00045079 0.000885374 0.000613507 0.000273279 0.000256765 0.000371123 0.000218528 0.0004145
threshold=0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 -0.40391999999999995 0.28937500000000005 -0.097334999999999991 -0.10469999999999999 -0.12467499999999999 -0.45122499999999993 -0.217635 -0.42985499999999993 0.093570000000000014 -0.078844999999999985 -0.15464999999999998 -0.078884999999999997 0.056555000000000001 0.08400500000000001 -0.074234999999999982 -0.07656499999999998 0.096725000000000019 -0.10462499999999998 -0.10071499999999999 -0.017214999999999998 -0.0017649999999999999 -0.060094999999999989 -0.084129999999999996 -0.014754999999999999 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -8 -10 -11 13 -13 -12 16 17 -15 -16 -19 20 23 -22 -23 -20 25 -18 27 -6
right_child=-2 2 -4 4 26 6 8 -9 9 10 11 12 -14 14 15 -17 24 18 19 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.00077052734550900467 -0.00096899197353846392 -0.00075967368350476558 -0.0006858811768835453 0.00077087910502234925 0.0014569417350645114 -2.2578542046219395e-05 0.00071158883334882243 -0.0011780367541970489 -0.00097518378706355064 -0.00088623615246095184 0.0008990510585991932 0.00024955026824599835 -0.00094527416963309616 -0.00091739323311269426 0.0010654788466644947 -0.00052695724493112518 -0.00077191622028067921 0.0008881099418075575 -1.1338960164491064e-05 0.00088973176586150708 0.0013150833610295033 -0.00086088443298864377 0.00041635166844000043 -0.0010084284825736421 0.00048121858708874307 0.00026378954771928448 0.00010434580761425237 0.00019811028224445926
leaf_weight=0.0015441216411732064 0.0013456643231530832 0.0010171298904806383 0.0012580084516699138 0.0013424066303655549 0.00120032932944375 0.0019243700332736147 0.0017036979135562859 0.0011649017485012491 0.0010189376547481413 0.0010386411794395213 0.0011812481384225635 0.0011884625649948299 0.0013087232719269084 0.001248387793564276 0.0014420330964228798 0.0016330653335536746 0.001444884947483893 0.0013616188606944144 0.001194030454538364 0.0011855294601321731 0.0012824471909613803 0.0013612614175981834 0.0019299503345312765 0.0011409200070318119 0.0015903766860896453 0.00149328703674384 0.0012024502255854044 0.0010329830834321374
leaf_count=578 126 83 235 40 258 104 37 150 222 296 44 140 207 214 71 56 257 70 52 19 17 120 136 35 42 179 82 40
internal_value=0 7.61557e-06 4.10941e-05 6.75014e-05 9.25303e-05 3.41784e-05 -1.16396e-07 -0.000458278 5.48554e-05 8.32055e-06 5.18443e-05 9.61598e-05 -0.000376632 0.00015674 0.000108845 0.000246916 -0.000190648 0.000362883 0.000255735 0.000149355 2.23053e-05 0.00028821 -0.000111919 -0.000498544 9.69454e-06 -0.000245532 0.000605084 0.000874689
internal_weight=0 0.0374342 0.0358901 0.0346321 0.0336149 0.0301792 0.0288368 0.00308927 0.0257475 0.0240438 0.0230249 0.0219862 0.00249719 0.019489 0.0183078 0.0125309 0.00577694 0.0108978 0.00945576 0.00809414 0.00690861 0.00457366 0.00329121 0.00233495 0.00452855 0.00293817 0.00343576 0.00223331
internal_count=3910 3784 3206 2971 2888 2508 2468 254 2214 2177 1955 1659 347 1312 1268 576 692 520 449 379 360 273 256 87 478 436 380 298
is_linear=0
shrinkage=0.00145689


Tree=1413
num_leaves=16
num_cat=0
split_feature=4 11 52 49 42 151 51 49 3 12 1 16 16 42 2
split_gain=8.91437e-05 0.000177644 0.000138645 0.00012148 0.000197144 0.000147557 0.000142335 0.000154343 0.00014816 0.000135897 0.000121079 0.000117315 0.000250026 0.000276112 0.000135455
threshold=0.27608500000000008 0.077165000000000025 0.18936500000000003 -0.14917999999999998 0.10316500000000002 0.056555000000000001 0.077145000000000005 -0.00064499999999999985 0.094625000000000015 0.10007000000000001 0.11235500000000002 0.18126 -0.057604999999999996 0.083725000000000008 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 11 -2 12 13 -9 -14
right_child=10 -3 -4 4 -6 -7 8 9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.0015966575782996432 -0.0002499345768228647 -0.0022878051671018787 -0.00167659483493777 -0.0014989794937875611 -0.0021269218102789094 -0.0014128255908313122 0.0002696706127209217 -0.001913836070143473 0.0028026286033529511 0.0017359667323387064 0.0019122349131845339 -0.0011405484480453711 0.00027941183521801999 0.001420110207827384 0.0024887227947968018
leaf_weight=0.0014220906725042051 0.001443763439744449 0.0010384759973923177 0.001343689252743834 0.0015823475390582551 0.0011834122880849248 0.0015802001324982671 0.0014477724984737353 0.0019604271128196805 0.00120416350714736 0.0015687152047196571 0.0015067427503341752 0.0018981868986006623 0.0015215037411457641 0.0011061757914423015 0.0016432033158777157
leaf_count=81 118 212 412 353 301 115 207 527 71 206 323 277 124 245 338
internal_value=0 -0.000137679 -2.29496e-05 9.96887e-05 -2.78156e-05 0.000132318 0.000307566 4.60895e-05 0.00141981 0.000298181 0.000854226 2.07374e-05 0.000374489 -0.000711225 0.00142655
internal_weight=0 0.0205004 0.0194619 0.0181182 0.0166961 0.0155127 0.0139325 0.0112806 0.00265194 0.00969821 0.00295051 0.0081295 0.00623131 0.0030666 0.00316471
internal_count=3910 3469 3257 2845 2764 2463 2348 2070 278 1717 441 1511 1234 772 462
is_linear=0
shrinkage=0.00533549


Tree=1414
num_leaves=31
num_cat=0
split_feature=1429 1213 14 480 454 150 4 38 133 160 3 11 12 158 133 130 150 4 15 12 12 16 42 160 0 1 2 3 3 13
split_gain=0.000580375 0.000542002 0.0005126 0.000432605 0.000430877 0.000503461 0.000460447 0.000482978 0.000405972 0.000582916 0.000518306 0.000403816 0.000394347 0.000607339 0.000376671 0.000506728 0.000362385 0.000393556 0.000509843 0.0004534 0.000308311 0.000327473 0.00044663 0.000399982 0.00035822 0.000220045 0.000236761 0.000196306 0.000188802 0.000134315
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.086640000000000009 0.088225000000000012 -0.18357499999999996 0.28937500000000005 1.0000000180025095e-35 -0.26719999999999994 -0.217635 0.24227500000000002 0.088315000000000018 -0.071274999999999991 0.084965000000000027 -0.085714999999999986 -0.0015749999999999998 0.11247500000000001 0.24280000000000004 -0.10312999999999999 0.10595000000000002 0.097810000000000022 0.032820000000000009 0.091230000000000019 0.099550000000000013 -0.017269999999999997 0.095575000000000007 0.075670000000000015 0.11265500000000002 -0.078884999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -10 12 27 -11 14 28 -16 17 18 -17 20 21 23 24 25 -23 26 -20 -8 -14 -28
right_child=1 2 -4 -5 -6 6 11 -9 9 10 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00094647383055422737 -0.00072180709487850174 0.00088573150880834242 -0.00079608581890181537 -0.00062364917223271441 -0.00071187634528991164 -0.00068830557308036404 0.0012273003248688551 -0.00071310638961807242 -0.00074167850518411314 0.00073512215939023024 0.00098653320073949962 -9.0328460425674414e-05 0.00020731237278878847 -0.00087562059235746237 -0.00061104367839138801 -0.00073921808990512104 -0.00049941241585565153 0.00086218447795509824 -0.00014754711843541817 -0.00062657619254569629 0.0007098705336684248 -0.00090983601261626808 0.00037883299417554349 -0.00038640978052570239 5.7428239741104403e-05 0.00086576556671588744 0.00022696704035079219 0.00047998411415195718 0.0008850692805097381 0.00065700710963434894
leaf_weight=0.0010414994675780878 0.0015717149770289032 0.0012140283758697015 0.001145207661044755 0.0014233490899061901 0.0010433425958389355 0.0010907902628216606 0.0010014293389750675 0.0013213934377946926 0.001258456320838818 0.001382140513663809 0.0010361704482333414 0.0011419568675989922 0.0012731187090906926 0.0010436503512104003 0.001704340087342159 0.001051035661470673 0.0014515826959495817 0.001114317390740637 0.0014193031478280278 0.0010624329979305172 0.0017148633425566892 0.0013422929566204722 0.0015156682250294651 0.0011754508444417056 0.001059057903461281 0.0012694241348931712 0.0023215993428567982 0.0011884197365691351 0.0012688599301089445 0.0021749622067330854
leaf_count=181 592 28 111 228 44 187 213 56 215 144 78 36 112 175 157 89 49 30 135 67 92 141 77 52 63 39 304 120 33 62
internal_value=0 -6.18156e-06 2.32557e-05 4.85722e-05 7.54186e-05 9.91612e-05 7.0556e-05 2.19303e-05 5.57378e-05 8.51022e-05 0.000124543 0.000509131 8.93017e-05 5.20504e-05 9.42945e-05 3.79906e-05 9.7233e-05 0.000147527 9.80825e-05 0.000156537 0.000215997 0.000147017 -0.00014967 0.000286015 -0.000483247 0.000396018 0.000295219 0.000821736 0.000545623 0.000434975
internal_weight=0 0.0397804 0.0382086 0.0370634 0.0356401 0.0345967 0.0333827 0.0300509 0.0287295 0.0276387 0.0263803 0.00333181 0.0253441 0.023962 0.0229183 0.0203763 0.018672 0.0172204 0.0161061 0.0150551 0.0139926 0.0122778 0.00391702 0.00836074 0.00240135 0.00718529 0.00591586 0.00218985 0.00254198 0.00449656
internal_count=3910 3729 3137 3026 2798 2754 2726 2357 2301 2114 1899 369 1821 1677 1502 1357 1200 1151 1121 1032 965 873 281 592 204 540 501 333 145 366
is_linear=0
shrinkage=0.00124344


Tree=1415
num_leaves=31
num_cat=0
split_feature=14 1429 4 480 128 1374 147 52 2 132 15 11 376 376 1 12 15 151 49 158 2 15 2 42 156 2 13 52 13 52
split_gain=0.00101505 0.00102996 0.000804551 0.00107231 0.000620498 0.000634745 0.000743621 0.00075572 0.000910442 0.000802438 0.000973767 0.000891504 0.000621143 0.00107691 0.000729116 0.00114524 0.000712744 0.000752889 0.00102097 0.000858091 0.000860893 0.000998298 0.000809299 0.000928469 0.000637459 0.000529401 0.000595617 0.000834921 0.000710624 0.000766564
threshold=0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.086435000000000012 0.09309000000000002 1.0000000180025095e-35 0.18936500000000003 0.086775000000000005 -1.0000000180025095e-35 -0.26361999999999991 0.087830000000000005 0.11339000000000002 0.048375000000000008 0.13026000000000001 0.10700500000000002 0.15086500000000003 0.056555000000000001 -0.05504499999999999 0.084965000000000027 0.086650000000000019 -0.10312999999999999 0.085355000000000014 0.086325000000000013 0.013700000000000002 0.087005000000000013 -0.097529999999999992 0.11588000000000002 -0.077944999999999987 0.10599500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 -3 -11 12 13 14 15 16 17 19 -19 20 21 -12 23 24 -23 -22 27 -27 -28 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 25 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0010250650890225876 -0.00091520705440495647 -0.0010094762318552197 0.0009463836024795237 -0.0010969262433708691 -0.00068757101965574426 -0.00095567742409207053 0.00067365086511595113 0.00016704505214158291 -0.0012633188159300417 0.0012840671531994994 -0.001119465462598251 -0.0009946074720278337 -0.00093587593095645035 0.0010874792098511774 0.00072461993625977774 -0.0013461130074382593 0.00094372127426560731 -0.0010239138775717028 0.00042052895550740289 -0.00072676012799497661 0.001240658006743981 0.00021222020977311839 -0.000959221319350363 -0.00074228143045820935 0.0013376000528823278 0.00090331671918776385 -0.00068684834031483967 -0.00037460217654313279 0.00011906926752928797 0.0012992856084832294
leaf_weight=0.001717459955941413 0.0022560302098377774 0.0011918087690815917 0.0016939489147724798 0.0015561491636644212 0.0020785290364940248 0.0010913025786507538 0.0035875517129806403 0.0015234645784978343 0.0017121059988806087 0.0012435584435630523 0.001570684293866976 0.0013645683525638211 0.0010071567459135613 0.0020433629002054579 0.0030211135983861928 0.0010531499293446869 0.0016435817233286789 0.0025457561516439853 0.0013600729745064646 0.0021088751687537979 0.0011157859848189835 0.0065801511371903487 0.001312302127326693 0.0016605612417146531 0.0010584914539890633 0.0045382401981033356 0.0017193285945062966 0.0011636523549043432 0.0090943979007941413 0.0011197083218466028
leaf_count=180 126 285 180 224 242 51 195 113 196 86 54 60 19 100 67 101 12 55 29 226 25 212 100 212 13 88 239 12 362 46
internal_value=0 3.26266e-06 3.14037e-05 6.0222e-06 3.4864e-05 6.10103e-05 8.07037e-05 4.03785e-05 -0.000589834 8.15588e-05 0.000108467 7.74152e-05 0.000109414 0.000132961 8.72466e-05 3.86757e-05 7.64661e-05 3.78874e-05 -0.000520935 0.000103944 0.000160578 -0.000117995 3.02396e-05 0.000169872 0.000368165 0.00034156 0.000284674 0.000642517 0.000113695 0.000248449
internal_weight=0 0.0644768 0.0627594 0.0610654 0.0595093 0.0574307 0.0563394 0.0527519 0.00323557 0.0495163 0.0483245 0.0470809 0.0457164 0.0447092 0.0426659 0.0396447 0.0385916 0.036948 0.00390583 0.0330422 0.0309333 0.0121822 0.0106115 0.0092992 0.00763864 0.0187511 0.0176353 0.00570189 0.0119334 0.0102141
internal_count=3910 3784 3604 3424 3200 2958 2907 2712 309 2403 2118 2032 1972 1953 1853 1786 1685 1673 84 1589 1363 591 537 437 225 772 747 100 647 408
is_linear=0
shrinkage=0.00134594


Tree=1416
num_leaves=30
num_cat=0
split_feature=31 14 3 151 448 159 49 133 128 124 3 52 15 3 2 1 3 2 151 52 12 16 1 52 0 1 1 12 13
split_gain=0.000838261 0.000529713 0.000452657 0.000367098 0.000427424 0.000489639 0.000467253 0.00036949 0.000344737 0.0004042 0.000479017 0.000540022 0.000407184 0.000520947 0.000378019 0.000391127 0.000357778 0.000534389 0.000516713 0.000459608 0.000337704 0.000628557 0.000326501 0.000550885 0.000523948 0.000403431 0.000280611 0.000212149 0.000134459
threshold=-1.0000000180025095e-35 0.077685000000000018 0.30601500000000009 -0.40391999999999995 -0.037059999999999989 -0.034019999999999988 0.10581000000000002 -0.26719999999999994 0.086435000000000012 -0.048219999999999992 -0.11266 0.090300000000000005 0.088190000000000004 -0.055684999999999991 0.106035 0.076710000000000014 0.10420500000000001 0.11230000000000001 0.056555000000000001 -0.087604999999999988 0.086935000000000012 0.05259500000000001 0.092550000000000007 -0.069134999999999988 -0.10131499999999999 0.086560000000000012 0.11198000000000001 0.091405000000000014 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 26 7 -7 9 -9 14 12 16 28 15 -11 18 19 20 -18 22 -22 23 25 -25 -12 -6 -13 -14
right_child=1 -3 -4 4 5 6 -8 8 -10 10 11 27 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0013233581721905365 -0.00091568654356288966 -0.0010456660292978864 0.00079969948747586888 0.00081860453985320089 -0.0011868236147696565 -0.00093759003076356962 0.00072928019475962456 0.00082728678852587133 -0.0007550592123845341 -0.00039791787319444646 0.0002128600007727021 -0.0011895496747112994 0.00045625106983246904 -0.00047786475818821034 0.0010404107960971917 0.00062233045024029517 -3.9486156831125534e-05 -0.00056736885870902073 -0.0012004763921828628 0.0013849166194566213 -0.0013822686111370293 9.8620608504202634e-05 -0.00058514523154836687 0.00097615391830822244 -0.00016143983022985075 -0.0011012575464870763 -0.00023779270489107088 -0.00037750317526963285 0.0011800440134552591
leaf_weight=0.0011157866579979961 0.0012163482556992724 0.001317426442775548 0.0015734342969434536 0.0014031955282860489 0.0014089442907205601 0.0011481620711131226 0.0019848037172981439 0.001436059446092818 0.0015359190403515235 0.0018347302766570294 0.0011638034802762794 0.0013914014209421557 0.0012269514167759787 0.0010696256187898703 0.0015864239369518529 0.0019044232411040696 0.0010125696607872214 0.0011445945515191625 0.00130946216414607 0.00126982495890715 0.0013873874213235502 0.0014658932501658839 0.0018092719991756878 0.0024823762561307812 0.0016939224960387167 0.0011601002313792463 0.0017215380118162926 0.001882637405356602 0.0013303841783667281
leaf_count=113 81 124 150 118 438 181 190 142 153 67 130 200 210 37 112 78 23 30 68 23 338 143 82 33 282 36 62 194 72
internal_value=0 -6.11843e-05 -2.99725e-05 -6.2624e-05 -3.58567e-05 -6.79481e-05 -1.33531e-05 -5.90638e-05 -2.66276e-05 1.12188e-05 -3.04483e-05 -0.000129912 -3.05325e-05 0.000446262 0.000395383 0.000121714 -0.0001393 0.000311997 -0.000263303 0.00075299 -0.000153366 -0.000621451 7.36339e-06 0.000172283 0.000514742 -0.000443152 -0.000664926 -0.000722607 0.000832785
internal_weight=0 0.0428716 0.0415542 0.0399808 0.0387644 0.0373612 0.0342307 0.0322459 0.0310978 0.0295618 0.0281258 0.0228002 0.0195262 0.00362696 0.00532558 0.00373915 0.0158992 0.00342699 0.0124722 0.00228239 0.0111628 0.00285328 0.00830947 0.0065002 0.0041763 0.0023239 0.00313048 0.00327404 0.00255734
internal_count=3910 3797 3673 3523 3442 3324 2824 2634 2453 2300 2158 1901 1507 319 257 145 1188 76 1112 46 1044 481 563 481 315 166 500 394 282
is_linear=0
shrinkage=0.00157699


Tree=1417
num_leaves=31
num_cat=0
split_feature=14 1213 44 3 1374 376 39 48 1 50 3 160 15 4 0 16 13 1186 13 1 3 1374 2 15 16 51 43 4 1 3
split_gain=0.000523287 0.000390947 0.000345561 0.000956467 0.000380273 0.000380727 0.000447864 0.000684294 0.000554724 0.000460606 0.000409614 0.000471646 0.000594234 0.000321587 0.000377759 0.000371675 0.000340295 0.000335446 0.000299284 0.000357488 0.00081265 0.000369658 0.000556673 0.00100846 0.000661578 0.000406421 0.00033874 0.000235338 0.000220472 7.55785e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.085085000000000008 0.30601500000000009 0.086000000000000007 0.11605500000000001 0.005105000000000001 0.12649500000000002 0.086245000000000002 0.10625000000000001 0.10420500000000001 -0.081069999999999989 -0.091274999999999981 -0.23071499999999998 -0.037619999999999994 0.24895000000000003 0.16421000000000002 0.084620000000000015 0.019675000000000002 1.0000000180025095e-35 -0.084129999999999996 -0.094679999999999986 0.091025000000000009 -0.10312999999999999 -0.055679999999999993 -0.087719999999999979 -0.082484999999999989 -1.0000000180025095e-35 0.092550000000000007 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -8 10 13 -12 -13 15 16 -3 17 18 19 20 -15 -21 23 -23 28 -26 -22 -14 -25 -10
right_child=-2 2 -4 -5 -6 -7 8 -9 29 -11 11 12 27 14 -16 -17 -18 -19 -20 21 26 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00069731805114031827 -0.00086367289016600786 -0.0008147710283508045 -0.00067127939998615736 0.0014003743496756068 -0.00081384056616735294 -0.00076865700887226724 -0.00026875088221623415 -0.0010203642830265475 0.0011747398973517155 -0.00086413288669613046 0.0012662519673047952 -0.00058115353980491642 0.00019055103999751711 -0.0014003538785065715 0.00079613817896957261 0.00015593177087831539 -0.00061357680553820169 0.00081442228497904229 0.00066086728118528088 -0.00057865082015123468 0.00040605858765777221 -0.00089499636158644417 0.0010382092556113064 0.0010068675335553996 0.00030219986213668844 -0.00087043823751685294 -0.00046673821222980802 0.0010934441449815706 0.00029688708481661924 0.00069095810088608191
leaf_weight=0.001479263579559186 0.0013940974153108234 0.0017991079012715716 0.0013074318775920793 0.0010171529031193218 0.0010331354353502178 0.001084438384945984 0.0011988946127335911 0.0011982640188801233 0.0010314943157423428 0.0010212776610637317 0.0011198656857231981 0.0011889870233119382 0.0011336603630383024 0.001095549654661675 0.0013593540612084785 0.001356779837540234 0.0014765901754843483 0.0011590438213837642 0.0013696411984576154 0.0012893695884486087 0.0017948874544460001 0.0016480450434528402 0.0013887304196886774 0.0021422918366775798 0.0012627895359589312 0.0010711956176780975 0.0016957518574872215 0.0011306403298867443 0.0014302598095383701 0.001639966104806545
leaf_count=578 126 57 55 147 98 30 74 53 130 295 12 22 41 391 83 120 85 47 125 19 99 51 65 108 66 178 497 40 49 169
internal_value=0 9.10459e-06 3.62862e-05 6.11964e-05 2.34846e-05 4.81397e-05 7.41898e-05 1.6592e-05 0.000522609 5.95365e-05 9.33321e-05 0.000476555 0.000220465 1.82429e-05 8.32399e-05 -0.000397446 3.17592e-05 8.66889e-05 3.45856e-05 -2.32988e-05 -0.000348176 0.000122308 0.000223366 7.35766e-05 0.000343828 -0.000235989 -1.79459e-05 0.000641395 0.000722629 0.000877754
internal_weight=0 0.0399239 0.0384446 0.0371372 0.03612 0.0350869 0.0340024 0.0301321 0.00387036 0.0289338 0.0279125 0.00457315 0.00345329 0.0233394 0.0201835 0.00315589 0.0188241 0.0173476 0.0161885 0.0148189 0.00458619 0.0102327 0.00894331 0.00755458 0.00590654 0.00233399 0.00349064 0.0022643 0.00357255 0.00267146
internal_count=3910 3784 3206 3151 3004 2906 2876 2503 373 2450 2155 115 103 2040 1863 177 1780 1695 1648 1523 987 536 517 452 401 244 596 81 157 299
is_linear=0
shrinkage=0.00140032


Tree=1418
num_leaves=20
num_cat=0
split_feature=147 484 52 15 11 1374 48 3 1 15 47 156 43 43 13 3 13 12 47
split_gain=0.000137394 0.000178055 0.000131044 0.000144239 0.000178799 0.000140095 0.000160433 0.000202132 0.000232416 0.000140569 0.000197353 0.000135202 0.0001286 0.000117891 0.000204719 0.000172595 9.70297e-05 7.54752e-05 5.25203e-05
threshold=0.088565000000000019 -0.0043499999999999988 0.18936500000000003 -0.24219999999999997 0.081005000000000008 -0.094679999999999986 0.081315000000000012 0.099570000000000006 0.088965000000000002 -0.0063699999999999989 0.09550500000000002 0.013700000000000002 0.013605000000000001 -0.082884999999999986 -1.0000000180025095e-35 -0.08824499999999999 -0.10023999999999998 0.084845000000000018 0.11603500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 9 8 17 10 -7 12 13 15 -15 -11 -14 -8 -12
right_child=-2 2 -4 4 -6 6 7 -9 -10 11 18 -13 16 14 -16 -17 -18 -19 -20
leaf_value=-0.0015526524912582347 0.0015972837555223083 0.0014782407341129564 -0.0012985167099167317 -0.0013735138315394309 -0.0018169477443910286 -0.0017958071316174712 -0.00033096915799577317 -0.00059253788455999336 0.0029244926841758773 -0.00069966699695612122 0.00092080388783624071 0.0017327547886629656 0.0019144178318656866 -0.0021793252257810798 0.00030383177146567635 0.0017385049990413235 4.3592274921906433e-06 0.0013988527597839492 -0.00048697142558968632
leaf_weight=0.0015365343240704077 0.0010111300577398943 0.0014288091702396128 0.0014067382060316816 0.0011852881533318529 0.0010136702580995074 0.0018757859363846769 0.0010078975748018379 0.0012752981944262887 0.0013541105987944224 0.0012914118742650693 0.0010221845274553942 0.0011047592624575386 0.0010777112145987644 0.0013726068989672133 0.0012777939457243774 0.0010485526369889949 0.0010432460837320745 0.0010030942007144272 0.0010930295824191916
leaf_count=592 168 267 351 63 169 431 82 95 175 159 52 88 37 560 102 69 261 128 61
internal_value=0 -8.35822e-05 1.95747e-05 0.000110133 7.50175e-06 0.000110059 0.000214434 0.000921046 0.00149466 -5.41772e-05 -0.000741567 0.000279725 5.39943e-05 -0.000337403 -0.000982162 0.000392893 0.000974908 0.000531876 0.000193341
internal_weight=0 0.0234185 0.021882 0.0204753 0.0190464 0.0180328 0.0168475 0.0046404 0.0033651 0.0122071 0.003991 0.00821608 0.00711132 0.00499037 0.0026504 0.00233996 0.00212096 0.00201099 0.00211521
internal_count=3910 3742 3150 2799 2532 2363 2300 480 385 1820 544 1276 1188 890 662 228 298 210 113
is_linear=0
shrinkage=0.0044645


Tree=1419
num_leaves=31
num_cat=0
split_feature=1213 14 1429 38 3 1374 457 484 4 483 133 133 376 130 160 123 48 3 1374 0 403 1186 1 3 1 43 43 15 0 4
split_gain=0.000747462 0.000705594 0.000741709 0.000538014 0.00117661 0.00049813 0.000545812 0.000664365 0.000495665 0.000547519 0.000493342 0.000526535 0.000907495 0.000713674 0.00058014 0.000593229 0.000509771 0.000441838 0.000569734 0.000697306 0.000435294 0.000410914 0.000798871 0.000253572 0.000293486 0.000278154 0.000412824 0.000784322 0.000624896 0.000243146
threshold=-0.082704999999999987 0.077685000000000018 -1.0000000180025095e-35 0.12641000000000005 0.30601500000000009 0.086000000000000007 -0.098834999999999992 -0.079734999999999986 0.50657000000000008 0.083960000000000021 -0.26719999999999994 -0.085714999999999986 0.11605500000000001 -0.0015749999999999998 -0.40446999999999994 1.0000000180025095e-35 0.12675000000000003 0.10420500000000001 -0.094679999999999986 -0.14674999999999996 -1.0000000180025095e-35 0.085080000000000003 0.087480000000000016 -0.074234999999999982 0.095575000000000007 -0.079109999999999986 -0.15109999999999998 0.024640000000000006 -0.08824499999999999 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 10 -9 21 13 -13 -15 16 17 18 -16 29 -21 22 -12 25 -25 26 -22 28 -28 -20
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 11 12 -14 14 15 -17 -18 -19 19 20 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.001144806374321923 -0.00097733015536089385 -0.00090216270032707116 0.0010034430147583988 -0.00091284502242284463 0.0013460041938921647 -0.00081133608000672896 -0.00088949659583439152 -0.00076755337905499098 0.00095648862888227657 -0.00091872153494624632 -0.00055152696075350279 -0.00067583729537611147 -0.0012044926604814793 -0.0007882265921367596 -0.00064851567137351853 0.00096531369406590998 -0.00066526776587269088 0.00056331399629523942 0.00031788078541342764 -0.00072864771653072485 0.00049202540307233527 0.0012758863967690345 0.0010695182188032849 -0.00041311886630775082 0.00039009390789340411 0.00048853054051331188 3.9187058811354152e-05 0.00071619599819336681 -0.0013460795686323866 0.0010539938299754783
leaf_weight=0.0010788257713554563 0.0013150731322126288 0.0015587306399333914 0.0010771695431035502 0.0010302394271803897 0.0012731896679681878 0.0012297927087557827 0.0013671853105022133 0.001239392442611952 0.0010982934490315613 0.0010507242528984819 0.0010854065338268817 0.0020822669768830728 0.0010221774157681543 0.0011684375084979872 0.0017267470763258066 0.0016389770949349894 0.0013812235344445858 0.0043617107160685 0.0014808491977476024 0.0012347840630774218 0.0021229024156834697 0.0011077509968977495 0.0011179991361596198 0.0028309984091161372 0.0011624991200100965 0.0041225453480850782 0.001118885901073936 0.001029330501454595 0.0012478226755239397 0.0018021445108757734
leaf_count=355 180 121 41 22 154 98 317 188 145 174 135 196 17 211 52 159 40 98 36 449 51 19 39 112 40 206 58 30 139 28
internal_value=0 -1.17156e-05 1.87715e-05 4.84006e-05 7.13345e-05 3.26093e-05 5.81236e-05 3.24104e-05 6.53764e-05 3.90216e-05 6.69093e-05 9.65897e-05 4.29772e-05 8.47683e-05 0.000140477 0.000180281 0.000130066 0.000175383 9.02675e-05 0.000160543 3.65919e-05 0.000607176 0.000270985 0.000105892 -0.000179305 0.000224021 2.64365e-05 -0.000264608 -0.00069118 0.000721958
internal_weight=0 0.0470852 0.0455265 0.0442114 0.0431812 0.041908 0.0406782 0.0396011 0.0382339 0.0371356 0.0360849 0.0348455 0.0315343 0.0305121 0.0284299 0.0272614 0.0256224 0.0242412 0.0198795 0.0181528 0.0148698 0.00331116 0.00220341 0.013635 0.0039935 0.00964149 0.00551894 0.00339604 0.00236671 0.00328299
internal_count=3910 3555 3434 3254 3232 3078 2980 2939 2622 2477 2303 2115 1922 1905 1709 1498 1339 1299 1201 1149 1085 193 174 636 152 484 278 227 197 64
is_linear=0
shrinkage=0.00134594


Tree=1420
num_leaves=18
num_cat=0
split_feature=147 484 42 50 48 4 1 13 0 0 16 13 160 2 4 4 47
split_gain=0.000114984 0.000148128 0.000115868 0.000171396 0.00016774 0.000213731 0.000256687 0.000131338 0.00014073 0.000237439 0.000213715 0.000176255 0.0001836 0.000137792 0.000114119 7.36017e-05 0.000155669
threshold=0.088565000000000019 -0.0043499999999999988 0.10269500000000001 0.10030500000000002 0.11930500000000001 0.25367000000000006 0.11183500000000002 0.17936000000000002 -0.077944999999999987 -0.10071499999999999 0.26538000000000006 -0.11267999999999999 0.086110000000000006 0.085155000000000022 -0.23071499999999998 -0.0053799999999999985 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 9 11 14 -3 15 -11 -10 -13 -17
right_child=-2 2 -4 -5 -6 6 -8 -9 10 13 -12 12 -14 -15 -16 16 -18
leaf_value=-0.0013620213228976474 0.0014023523754182836 -0.001229230067011314 -0.0010813897880413423 0.0018015453350018725 -0.001538621373662237 4.6881145909367339e-05 0.0027804303821246899 -0.0011842141255037197 0.00038519065364450315 -0.0024948306497209428 -0.00051442185205424935 0.00019696986906168234 -0.00072373331689435576 -0.00055772248905609496 0.0020785581651980964 0.0025042898959266729 0.00028001522859479077
leaf_weight=0.0015383239626309301 0.0010121676730606701 0.0012031902593270249 0.0016405713191848794 0.0010393876466720511 0.0012034046523496924 0.0014202080906102746 0.0011405361742904269 0.0017412794422642383 0.0012726524460692223 0.0010507398092857861 0.0017864646382500515 0.0010589943835066506 0.0013642144356276198 0.0018968384844886277 0.0017276609296136324 0.0013614601640681255 0.0010086297830191882
leaf_count=592 168 86 386 210 81 100 203 124 75 490 270 88 69 574 298 62 34
internal_value=0 -7.48499e-05 1.5498e-05 0.000104251 1.25415e-05 0.000116057 0.00126438 -7.39993e-05 6.67928e-05 -0.00025102 0.000660624 0.000239171 0.000607762 -0.00124825 0.00136028 0.00113748 0.00155771
internal_weight=0 0.0234546 0.0219162 0.0202757 0.0192363 0.0180329 0.00256074 0.0154721 0.0137308 0.00894407 0.00478678 0.00599649 0.0047933 0.00294758 0.00300031 0.00342908 0.00237009
internal_count=3910 3742 3150 2764 2554 2473 303 2170 2046 1403 643 339 253 1064 373 184 96
is_linear=0
shrinkage=0.00429114


Tree=1421
num_leaves=18
num_cat=0
split_feature=128 1 2 4 4 3 12 15 51 15 4 4 13 2 4 12 15
split_gain=0.000100792 0.000107543 0.000202147 0.000175484 0.000246384 0.000165907 0.000204336 0.000173255 0.00012905 0.000110468 0.000261806 0.000326729 0.000208081 0.000132277 0.000134969 0.00018941 0.000122261
threshold=0.081870000000000012 0.094485000000000013 -1.0000000180025095e-35 -0.034289999999999994 0.053925000000000008 -0.073984999999999981 -1.0000000180025095e-35 -0.14676499999999995 0.089355000000000004 -0.0063699999999999989 -0.0031049999999999997 0.00046500000000000008 -0.082014999999999991 0.083585000000000007 -0.49837999999999999 0.092365000000000017 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -5 -6 -7 -8 9 10 -1 -12 -13 -11 -15 16 -16
right_child=-2 2 3 4 5 6 7 -9 -10 13 11 12 -14 14 15 -17 -18
leaf_value=-0.0026468105195579959 -0.0014576160673747173 0.0022337269363468231 -0.0012824778100376398 0.0018985457654945056 0.0013756197874181446 0.00092815277560788663 -7.1681659578372653e-05 -0.0026231349445147703 -0.0018296382273753188 -0.00099018073308528801 0.0020810103521460626 0.00048908805657578804 -0.0023026321527657889 -0.00088893493786320254 0.0024498026802712725 -0.00046310254556761735 0.00066729016296522374
leaf_weight=0.0011327521102880295 0.0010381030302368732 0.0012202631822920288 0.0015281848471022661 0.0019927545694022877 0.0013123965670646118 0.0012981306125961637 0.0011422464211259262 0.0012523692230983459 0.0010364552638449211 0.001527056515658376 0.0011232721587971992 0.0011140581913468006 0.0012969743998973438 0.0011614577560060679 0.0016591553115028052 0.0015679155165169156 0.0018015584843266708
leaf_count=501 288 208 275 200 125 146 61 89 259 317 75 155 257 63 123 279 489
internal_value=0 5.1366e-05 0.000430153 0.000172023 0.000489654 -7.12846e-05 -0.000585512 -0.00140608 -0.000223717 -8.93141e-05 -0.000664706 -2.94376e-05 -0.00101267 0.000258663 0.000566745 0.000902962 0.00152187
internal_weight=0 0.023167 0.00974635 0.00852608 0.0069979 0.00500514 0.00369275 0.00239462 0.0134207 0.0123842 0.00466706 0.0035343 0.00241103 0.00771714 0.00619009 0.00502863 0.00346071
internal_count=3910 3622 1104 896 621 421 296 150 2518 2259 988 487 412 1271 954 891 612
is_linear=0
shrinkage=0.00473777


Tree=1422
num_leaves=31
num_cat=0
split_feature=1429 1213 14 480 133 133 130 0 1186 1 454 150 160 123 124 158 3 150 48 47 4 4 457 13 2 3 43 49 4 1
split_gain=0.000712141 0.000708679 0.000554641 0.000422986 0.000410738 0.000433701 0.000491784 0.000459673 0.000396665 0.000820794 0.00039395 0.000619962 0.000620514 0.00058504 0.00090298 0.000626147 0.000404007 0.000440414 0.000413242 0.000481282 0.000492572 0.000459871 0.000461403 0.000774666 0.000411266 0.000345228 0.000492196 0.000290172 0.000269973 0.000205433
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.086640000000000009 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.18055000000000002 0.085080000000000003 0.087480000000000016 0.088225000000000012 -0.18357499999999996 -0.10117499999999999 1.0000000180025095e-35 -0.013479999999999999 0.087355000000000016 0.10420500000000001 0.10883000000000001 0.10490500000000001 0.09550500000000002 -0.23071499999999998 -0.082054999999999975 0.082870000000000013 -0.09602999999999999 0.113945 -0.078669999999999976 -0.075819999999999985 -0.080034999999999981 0.028075000000000006 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 -7 10 9 -6 11 -8 -13 14 -14 16 17 18 19 20 -16 -22 23 -23 28 -25 -27 -24 -18 -28
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12 12 13 -15 15 -17 24 -19 -20 -21 21 22 27 25 -26 26 29 -29 -30 -31
leaf_value=-0.0010942995360531656 -0.00084041568328118907 -0.00067355677188142874 -0.0008748483084809719 -0.00065429974136056582 -0.00061352599536831725 -0.00058303280295627237 0.0010702176954826086 0.00083476005082975505 0.0013043768487657318 0.0010909514498121066 -0.00076649599765339876 -0.00067045684063077012 -0.0010834273985517121 0.00084875781001522504 -0.00079574259362978454 -0.00086417116362360734 0.00037242657572729497 -0.00069441130131989853 -0.00071282018856577852 0.00088860190668662252 0.00077710232286031574 0.0009487085337505296 0.0010417481807281235 -0.00083438137324024473 -1.1036055277611147e-05 0.00071546208428278284 3.9018113017179997e-05 0.00013135207531903942 0.0011201830048565918 -0.0007091083835262577
leaf_weight=0.0011435678626712789 0.0017978594799737116 0.001266712696078586 0.0012121658680531713 0.0014730226212721067 0.0010286950435179623 0.0020069296678397177 0.0012118059825354513 0.0015999866887155259 0.0010355717773506967 0.0011038854509126672 0.0010024753821848966 0.0019963841111688687 0.0012241827537577956 0.0019412986963556192 0.0010518383180695293 0.0011435466250754303 0.0017201686249421746 0.0013103648867893716 0.0010106497498521003 0.0016673268804602301 0.0020380722650634618 0.0010491594365831265 0.0011984699929143972 0.0017889954449919927 0.0019638755007661546 0.0010159081872136433 0.001185244940014353 0.0014682344299805639 0.0019322522993234781 0.0016616282787680348
leaf_count=181 592 197 111 228 127 207 26 30 19 64 41 306 47 226 68 148 49 81 60 72 118 31 18 417 112 39 111 49 52 83
internal_value=0 3.35193e-06 4.00747e-05 6.77338e-05 9.52706e-05 0.00012134 7.63107e-05 0.000117429 0.000607272 0.000268761 7.98994e-05 0.000108585 6.75055e-05 0.000123372 6.57295e-05 0.000126352 0.000177693 6.91274e-05 0.000135231 0.00019591 0.0001032 0.0001861 5.7519e-05 -0.000134689 0.0004956 -0.000335804 -0.000104895 0.000540502 0.000768015 -0.000397639
internal_weight=0 0.0431067 0.0413089 0.0400967 0.0386237 0.037357 0.0341888 0.0321819 0.00316815 0.00213258 0.0305819 0.0295794 0.0283676 0.0263712 0.0244299 0.0232057 0.0220622 0.0164459 0.0151355 0.0141249 0.0124576 0.0114057 0.00936764 0.00670094 0.0056163 0.00565178 0.00386278 0.0026667 0.00365242 0.00284687
internal_count=3910 3729 3137 3026 2798 2601 2391 2184 210 191 2154 2113 2087 1781 1555 1508 1360 1147 1066 1006 934 866 748 681 213 650 233 67 101 194
is_linear=0
shrinkage=0.00137286


Tree=1423
num_leaves=31
num_cat=0
split_feature=1429 1213 14 4 480 133 133 376 123 46 3 2 484 150 49 1 12 2 4 16 0 0 3 160 4 1 16 3 4 3
split_gain=0.000678205 0.000605948 0.000493282 0.00043841 0.000859027 0.000451712 0.000397507 0.000405442 0.000516424 0.000397266 0.000558878 0.000688542 0.000515839 0.00037888 0.000558093 0.000429754 0.000622652 0.000386951 0.000526937 0.000407744 0.000324694 0.000386369 0.000310157 0.000275716 0.000263149 0.000263134 0.000246332 0.000202342 0.000190439 0.000178233
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -0.16268499999999997 0.11049000000000002 0.08363000000000001 0.081930000000000017 0.10420500000000001 0.113945 -0.0043499999999999988 0.090965000000000004 -0.07107999999999999 0.12577000000000002 0.094045000000000004 0.10869000000000002 -0.44477499999999992 -0.041434999999999993 -0.072559999999999986 -0.099864999999999995 -0.086004999999999984 0.086110000000000006 0.05864500000000001 0.090820000000000012 -0.083144999999999983 -0.053439999999999994 0.028075000000000006 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 9 10 12 28 -8 15 -15 16 17 18 -14 23 21 -21 25 26 -13 -18 27 29 -12 -20
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 11 24 13 14 -16 -17 22 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010513457233978973 -0.00077381114923813087 -0.00075168084566961529 -0.0008539628068913068 0.00094746887037331024 -0.0011520427113140409 0.00095346568530910744 -0.00096507834261313076 -0.00078183560290981445 0.00081173918991196421 -0.00070466077980512148 0.00052289542934709726 0.00027599711362781321 -0.00075849328564221166 -0.0011997048160479248 3.1904788098382037e-05 0.0009847476151843477 0.00036319522796085339 0.00094029564489834128 0.00014919809481400492 0.00099248109815068563 0.0011361400600789894 -5.4247111455605925e-05 -0.00098843487751839134 -0.00059964803015866738 -0.00066080137762838866 -0.00055321144607080406 -0.00028449275861976142 -0.0001495711467908182 0.0011275593309219517 0.0007721875056805439
leaf_weight=0.0011885134581904591 0.0018188135227421845 0.001201194205288302 0.0011372905629813959 0.0010290901539685695 0.0011070529049536501 0.0010096156439907125 0.0010050104007597307 0.0010000665547863488 0.001841578074003202 0.0012193428069053871 0.0020812614649940988 0.0012776315366620494 0.001163620932928198 0.0010850627418176328 0.00192136153227107 0.0010066113236839582 0.0010532869674612644 0.0011926805330775289 0.0016691337902280286 0.0010109717682382779 0.0012629912191872957 0.0019401572355193242 0.0012759812706275844 0.0011399909343863257 0.0010134276769084849 0.0013441958742532734 0.0019313065919140393 0.0013784681798192366 0.0018581846649734501 0.001797746565043612
leaf_count=181 592 190 111 179 216 34 323 33 189 37 53 56 43 70 120 43 77 79 121 42 45 262 236 47 59 60 203 32 49 128
internal_value=0 7.23632e-07 3.68874e-05 6.36784e-05 3.89556e-05 7.59081e-05 0.000104739 7.91378e-05 0.000105656 6.32013e-05 9.50379e-05 0.000460066 -3.08325e-06 4.05189e-05 -0.000412601 0.000111592 6.31944e-05 0.000191201 0.000123998 0.000208649 0.000553629 0.000304332 -0.000441627 2.50123e-05 -0.000138387 -0.000150606 0.000130095 0.000295345 0.000808107 0.000472248
internal_weight=0 0.0407731 0.0389543 0.037817 0.0367879 0.0356809 0.0344797 0.0334701 0.03247 0.0306284 0.0294091 0.00623051 0.0231786 0.0221736 0.00300642 0.0191671 0.0181605 0.0144871 0.0132944 0.0121308 0.00421412 0.00295113 0.00367346 0.00791665 0.00229106 0.00239748 0.00677666 0.00484535 0.00393945 0.00346688
internal_count=3910 3729 3137 3026 2847 2631 2441 2407 2374 2185 2148 217 1931 1608 190 1418 1375 1002 923 880 349 304 373 531 115 137 484 281 102 249
is_linear=0
shrinkage=0.00137286


Tree=1424
num_leaves=31
num_cat=0
split_feature=1213 453 1429 4 480 14 42 42 43 33 1374 43 123 158 132 9 403 52 13 13 133 1374 52 15 47 13 49 43 0 4
split_gain=0.000801389 0.000794828 0.000773417 0.000918333 0.0010577 0.000714462 0.000711739 0.000869396 0.000748343 0.00063506 0.000623369 0.000627017 0.000818821 0.00081209 0.00062136 0.000569134 0.000471101 0.000443334 0.00135162 0.000766424 0.000548829 0.000480757 0.00053175 0.000809931 0.000633074 0.000560245 0.000468297 0.000631458 0.000445135 0.000412438
threshold=-1.0000000180025095e-35 0.096095000000000014 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.077685000000000018 -1.0000000180025095e-35 -0.082904999999999993 0.0016850000000000001 -0.007134999999999999 0.090240000000000015 0.24789500000000006 0.08363000000000001 0.085745000000000002 0.080815000000000012 0.091370000000000021 -0.062634999999999982 0.11588000000000002 -0.084184999999999996 -0.094679999999999986 0.089845000000000022 -0.094679999999999986 -0.11271999999999999 -0.050004999999999994 0.092645000000000019 -0.032264999999999995 0.14121000000000003 -0.078844999999999985 -0.084304999999999977 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 4 5 6 7 8 14 -8 11 12 13 15 -4 17 -1 19 -19 28 21 -21 23 -23 25 -24 27 -20 29 -11
right_child=1 -3 3 -5 -6 -7 9 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 26 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012425842236116853 -0.00096379223234391298 -0.0011208744276541116 -0.0005479480968186072 0.0011976065586911402 -0.0011714861278087811 -0.00080367586895757409 -0.00088199357833064333 -0.0012643405952214432 0.00084562824525171267 0.00011134180107205975 -0.00083949520213572417 -0.0006281108810005932 0.0012130970559755222 -0.00064684070772025673 0.00047462090617296097 0.0011018045235610175 -0.0013460150551450208 -0.0012164510060179178 0.00066163679531524926 -0.00031617303237506416 -0.00058567359002505474 0.00063725522775235494 -5.6364255629155055e-05 -0.00082540363508132515 -0.00039444195511815372 0.000724207166414386 0.0010638813776939022 -0.00075152011106759489 0.001164397566234708 0.0010609141024252797
leaf_weight=0.0010192339289555319 0.0014015752774799153 0.0011252647941262231 0.0042683371018952809 0.0012319766697488346 0.0013113326971608682 0.0016986428343179752 0.001025001099821842 0.0013399728568087577 0.0012883399939118689 0.0025337868576134071 0.0010318046234658587 0.0015075170822069764 0.00155502505305699 0.0018739118524027645 0.0014395563168334569 0.0014074618842716538 0.0013022150537711488 0.0014839191139000008 0.0011940689473299848 0.0024625883773694559 0.0016210865561678825 0.0011978893837989446 0.0020850877420652844 0.0016043868110728844 0.0014086161618105377 0.0082822782063314351 0.0010642798860491798 0.0011009799798801225 0.0023917263947410552 0.0012312854555212027
leaf_count=248 181 36 248 177 220 106 41 351 45 84 59 47 167 161 80 29 344 75 57 45 224 68 202 148 56 174 13 148 44 32
internal_value=0 -1.71815e-06 2.24803e-05 4.97772e-05 2.11568e-05 5.36731e-05 8.50602e-05 -0.000271144 -8.09188e-05 0.000163073 0.000191995 0.000221554 0.000258683 0.000213632 -0.000290052 0.00026553 -0.000809602 0.000225849 -0.00014664 0.000298538 0.000162684 0.000233875 0.000326791 -0.000200161 0.000452187 0.000567218 0.000325928 -1.62823e-05 0.000710324 0.000421879
internal_weight=0 0.0531677 0.0520424 0.0506409 0.0494089 0.0480976 0.0463989 0.00833621 0.00699623 0.0380627 0.0370377 0.0360059 0.0344984 0.0329434 0.00570789 0.0310694 0.00232145 0.029662 0.00484325 0.0248187 0.0186619 0.0170408 0.0145783 0.00280228 0.011776 0.0103674 0.00335933 0.00229505 0.0061568 0.00376507
internal_count=3910 3318 3282 3101 2924 2704 2598 724 373 1874 1833 1774 1727 1560 328 1399 592 1370 293 1077 917 693 648 216 432 376 218 205 160 116
is_linear=0
shrinkage=0.00134594


Tree=1425
num_leaves=20
num_cat=0
split_feature=403 484 11 3 15 15 130 151 133 52 159 49 16 15 151 15 2 4 16
split_gain=0.000101257 0.00015253 0.000155471 0.000117301 9.16718e-05 0.000135491 0.000164571 0.000168268 0.000135511 0.000413295 0.000135944 0.000128411 0.000181502 0.000162976 0.000169157 0.00012792 0.000119567 6.02041e-05 9.9473e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.14218999999999996 -0.24219999999999997 -0.11739999999999999 -0.08075499999999998 -0.098079999999999987 -1.0000000180025095e-35 0.15091000000000002 0.079875000000000015 -0.0057999999999999987 0.3935300000000001 -0.073314999999999991 0.077805000000000013 -0.094449999999999992 -0.0050599999999999994 -0.23071499999999998 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -9 10 11 13 16 15 -15 -10 -13 -18 -19
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12 12 -14 14 -16 -17 17 18 -20
leaf_value=-0.0014185673796062808 0.0017253048730564854 -0.0017173594341049043 -0.001446193249526801 0.0016673512021419326 -0.0014751508492315366 0.0021114805113617661 0.002024059504332858 -0.0015123475156974147 -0.00028227953785633117 -0.0029555845942175626 -0.0014067819089859941 0.0001027476965880513 -0.00074703074463236421 -0.0024897771866361908 0.00034035842618944774 0.0021525902928084166 0.0010047385307124514 0.0012844099594902499 0.0033909627135478805
leaf_weight=0.0013366755767205965 0.0014314355013026981 0.0012486389274489742 0.0015322540242857499 0.0010616624089121269 0.0014036884022765516 0.0011669187902182401 0.0011247719964761491 0.0015993662266965422 0.0012388061879242684 0.001105975093362189 0.0010510352807082688 0.0012216591953027019 0.0012086309925135041 0.0011557056508991496 0.0011557476440002823 0.0011279237926002939 0.0011494820990023387 0.0011059624294214284 0.0013770382160324373
leaf_count=930 124 264 206 198 182 89 115 424 30 267 253 55 138 179 54 94 47 61 200
internal_value=0 6.15757e-05 0.000161551 0.000280641 0.000173239 8.60482e-05 0.000216576 7.50332e-05 -7.61816e-05 0.000101905 0.000388668 0.000564358 0.00106677 -8.67458e-05 -0.00107468 0.000878118 0.00151838 0.00199448 0.00245268
internal_weight=0 0.0234667 0.0222181 0.0206858 0.0192544 0.0181927 0.016789 0.0156221 0.0144973 0.012898 0.011792 0.010741 0.00606277 0.00467818 0.00231145 0.00236673 0.00485414 0.00363248 0.002483
internal_count=3910 2980 2716 2510 2386 2188 2006 1917 1802 1378 1111 858 501 357 233 124 363 308 261
is_linear=0
shrinkage=0.00523088


Tree=1426
num_leaves=31
num_cat=0
split_feature=151 158 1429 4 150 124 3 374 39 39 13 1213 160 51 14 39 1213 16 1 3 133 42 51 1 403 47 1 1 3 4
split_gain=0.00100765 0.000897256 0.000890097 0.00097974 0.000851602 0.000768823 0.00110611 0.000674608 0.000609346 0.000811976 0.000590924 0.000680346 0.000563478 0.000586813 0.000866898 0.000520976 0.000557086 0.00049075 0.0009063 0.00066446 0.000504893 0.000552799 0.000443117 0.000433427 0.000520277 0.0005921 0.000548885 0.000665283 0.0005342 0.0004116
threshold=-0.52174999999999983 0.11034000000000001 -1.0000000180025095e-35 0.27020000000000005 -0.097334999999999991 -0.12125499999999999 0.31335500000000011 0.082175000000000012 0.13419 0.097470000000000015 -0.45122499999999993 0.041025000000000006 -0.10117499999999999 -0.26960999999999996 0.077685000000000018 0.005105000000000001 -1.0000000180025095e-35 0.10994000000000002 1.0000000180025095e-35 -0.15002999999999997 0.040200000000000007 0.091230000000000019 0.11024000000000002 0.10031000000000002 0.092300000000000007 0.094425000000000009 0.09112000000000002 0.094695000000000015 0.084925000000000014 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 10 -7 12 -12 -14 15 16 -15 19 20 -18 21 -19 -5 24 25 26 28 -28 29 -21
right_child=1 -3 3 22 5 6 -8 -9 -10 -11 11 -13 13 14 -16 -17 17 18 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013126238198201408 -0.0010630482325610954 -0.0012710659872847958 0.00088274858123808537 0.00071440846325871907 -0.0011981302443489093 0.00062218961723344609 0.0013460269250303357 -0.0010766914619403812 0.0008413370687847104 -0.0012127525264756245 -0.00073881108645257342 -0.0011037690369128006 0.00092367598127399738 -0.00085212947499340276 -0.0012164677338787862 0.00076196020046885365 0.0010327113960690859 -0.00027246147818774422 -0.0012924429461654183 0.00020399830551038912 -0.00074968794208748904 0.0010944584589616644 -0.00026427244635632388 0.00038265804515415789 0.00066700678933524391 0.00083281189475834015 -0.0013292025540683071 2.4536254331756746e-05 0.00039196172326848755 -0.00050682927200765434
leaf_weight=0.0011046616584309268 0.001361107608988609 0.0010083861499966531 0.0017799040051116313 0.0049959038000512148 0.0010623898701567205 0.002282592389292403 0.0010194916285586322 0.0011789229192800113 0.0013614009823754705 0.001103527970727435 0.002019610050120523 0.0011478500195929988 0.0011852060765296093 0.001450265378471787 0.001096742616951917 0.0015491953835466967 0.0012771808781586276 0.0011251812295585131 0.001408850130976802 0.0021018082699112281 0.00107927446228262 0.0010234799023010055 0.0010070198273881559 0.0048290289356911478 0.0015190939182896388 0.0010018235093901548 0.001613415634256655 0.0011101482166573362 0.002889860978825709 0.0049538991962960093
leaf_count=65 181 165 46 422 26 21 53 18 27 50 389 319 61 484 77 128 43 45 119 88 91 14 20 111 57 57 63 59 45 566
internal_value=0 -1.36952e-05 1.09082e-05 4.00427e-05 -2.9294e-05 -6.75894e-05 -3.85272e-05 -7.35458e-05 -4.33223e-05 -7.5211e-05 -4.09733e-05 -8.50002e-05 -4.98136e-05 -5.23475e-06 -4.18974e-05 2.62701e-06 -4.03318e-05 5.06668e-06 -0.000391735 9.14613e-05 1.38437e-06 0.000378649 0.00055023 3.14113e-05 -8.02526e-05 -0.000163287 -0.000242054 -0.000777407 -9.54496e-05 -0.000295082
internal_weight=0 0.0525426 0.0515342 0.0501731 0.0441701 0.0423902 0.0413279 0.0403084 0.0391294 0.037768 0.0366645 0.0343819 0.0332341 0.0312145 0.0300292 0.0289325 0.0273833 0.025933 0.00463679 0.0212963 0.00322794 0.00214866 0.00600292 0.0200191 0.01519 0.013671 0.0126691 0.00272356 0.00994557 0.00705571
internal_count=3910 3845 3680 3499 3057 3011 2985 2932 2914 2887 2837 2816 2497 2108 2047 1970 1842 1358 269 1089 150 59 442 1046 935 878 821 122 699 654
is_linear=0
shrinkage=0.00134594


Tree=1427
num_leaves=31
num_cat=0
split_feature=31 14 1429 1213 1365 480 457 33 9 4 15 39 42 49 43 4 13 1213 3 15 52 15 2 3 2 42 457 0 49 52
split_gain=0.000987255 0.000768632 0.000654838 0.000537337 0.000537219 0.000538739 0.000495438 0.000470651 0.000573492 0.00044521 0.000763056 0.000606017 0.000667347 0.000564655 0.000528757 0.0012107 0.000725324 0.000541068 0.000565051 0.000539595 0.000838437 0.000796681 0.000770654 0.000711529 0.00120834 0.000677784 0.000658657 0.000648313 0.000398157 0.000391488
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.086640000000000009 -0.23052999999999998 -0.007134999999999999 0.091370000000000021 0.25367000000000006 -0.14676499999999995 0.16168500000000002 -0.11403999999999999 0.10251500000000001 -0.50749999999999995 -0.51381999999999983 -0.45122499999999993 0.045210000000000007 -0.15464999999999998 -0.0058549999999999991 0.091210000000000013 -0.052074999999999989 0.090695000000000012 -0.089974999999999986 0.097575000000000009 0.085195000000000007 0.082870000000000013 -0.076734999999999984 0.11223500000000002 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 9 10 -9 12 -12 14 -14 -16 -17 18 -18 21 23 22 25 27 -25 26 -20 -21 -11 -24
right_child=1 -3 3 4 -6 -7 7 8 -10 28 11 -13 13 -15 15 16 17 -19 19 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013319833961838265 -0.0011247992653084051 -0.0010304041709132891 -0.00078549856448086215 0.0010807808953828455 -0.00097441179417372733 -0.00076019976434873961 -0.00095167098091262625 -0.0011132485635191093 0.00096498890158000224 0.00065704642994310065 -0.00096110229539835793 0.0011965394289272587 0.000884153724725837 0.00074764698677904436 -0.0014397887597908695 0.00092770210425940295 0.00099154501993604059 -0.0011033262239158776 -0.0015058709857196473 -0.0010988179680577915 -0.00069293744156516369 -0.0014360247550663982 1.0706288823910706e-05 0.00091817501993361197 -0.0003875392555367163 0.00030960552368135101 -0.00025598050804188422 0.00048919174624469791 -0.00036926667161933462 0.0010949513456776669
leaf_weight=0.0011932787744211573 0.0012207097993004448 0.0018190410850573704 0.0019301333628083941 0.001125424149059028 0.0011931133898084303 0.001789807819130059 0.0010271482484727193 0.0013834404314470019 0.0016423526197906204 0.0043974844429981444 0.0015814903564971275 0.0010016373111056956 0.0014448823840709215 0.002444801828966058 0.001381460348139448 0.0018626463067299417 0.0012384724947125244 0.0010777657232037266 0.0018386926464908325 0.0013329735126119679 0.0022376760640479007 0.0012859264074965857 0.0019742060864196276 0.0057251435493537485 0.0022755593981305111 0.0016602585721834373 0.0020471218257931412 0.0010606322512813912 0.0010821812845009937 0.0012492439578901671
leaf_count=113 178 124 578 36 73 227 41 118 55 296 130 18 20 177 35 26 63 256 104 67 223 202 108 252 76 110 30 27 53 94
internal_value=0 -6.20599e-05 -2.78651e-05 -1.23964e-06 3.00605e-05 5.54684e-05 8.76397e-05 6.23826e-05 8.64788e-05 5.1782e-05 -9.31894e-06 3.46671e-05 1.53129e-07 4.74567e-05 -1.01948e-05 -5.5941e-05 1.52161e-05 -5.27594e-05 -5.43562e-06 -5.98593e-05 0.000148702 -0.000321861 -0.000158485 0.000329889 0.000546804 -0.000501045 -0.000847405 -0.000395154 0.000454359 0.000430904
internal_weight=0 0.0533314 0.0515124 0.0502917 0.0483615 0.0471684 0.0453786 0.0442532 0.043226 0.0415837 0.036104 0.0347206 0.033719 0.0321375 0.0296927 0.0282478 0.0268663 0.0250037 0.0239259 0.0226874 0.012632 0.0100554 0.00876952 0.0103943 0.0080007 0.00554607 0.00388581 0.00239361 0.00547967 0.00322345
internal_count=3910 3797 3673 3495 2917 2844 2617 2581 2540 2485 2136 2018 2000 1870 1693 1673 1638 1612 1356 1293 645 648 446 422 328 244 134 94 349 202
is_linear=0
shrinkage=0.00151575


Tree=1428
num_leaves=20
num_cat=0
split_feature=147 11 4 3 484 403 1374 48 16 49 42 4 52 12 51 13 2 151 16
split_gain=0.000119105 0.000149347 0.000131989 0.000191176 0.000170724 0.000162938 0.000126071 0.000139852 0.000188061 0.000150825 0.00020598 0.000254559 0.000145984 0.00012274 0.000187184 0.000177724 0.000136333 0.000119253 7.57472e-05
threshold=0.089090000000000016 0.088315000000000018 0.27608500000000008 0.11818000000000002 -0.0043499999999999988 -1.0000000180025095e-35 -0.094679999999999986 0.016865000000000002 -0.097709999999999977 -0.0057999999999999987 0.10217500000000002 0.15045000000000003 -0.090304999999999983 1.0000000180025095e-35 -0.033649999999999992 0.025140000000000006 0.085255000000000011 -0.078754999999999978 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 9 -9 -8 11 13 -10 14 -11 16 -15 -14 -16
right_child=-2 -3 3 -5 5 6 7 8 12 10 -12 -13 17 15 18 -17 -18 -19 -20
leaf_value=-0.0020641380070043095 0.001714307947606338 -0.0020025991958980407 0.0026545483544821221 -0.00028193673254995531 -0.0018478799564572207 -0.0014896359297896667 -0.0014719831771226705 -0.0006355758439205942 0.00012502083843027312 0.0024909759708187625 -0.001966326073230266 0.0027146374449396873 0.0036546698727643392 0.0010027180308021368 0.00076459784638555951 -0.0023590727437962384 -0.0009300652869335778 0.0012851771672271013 -0.0010356296712572535
leaf_weight=0.0011410828109454851 0.0010008612616353432 0.0010291662195938125 0.0011383889832237417 0.0011953051303139062 0.0012092493321283959 0.001232545722279709 0.0017554817560073719 0.0013965992346050005 0.0011665466638067779 0.0011687802943860237 0.001087398690384018 0.0010962810105681351 0.0010222654993048419 0.0019619351424487452 0.0014634772521339157 0.0010114076217431767 0.0018790813514261429 0.0012316014385253251 0.0010598639136532029
leaf_count=568 162 139 217 110 836 63 167 86 128 87 123 41 95 310 45 140 397 135 61
internal_value=0 -9.0934e-05 -6.19452e-06 0.0011505 -0.000135452 -2.39775e-05 9.50276e-05 0.000207923 0.000950188 -7.84904e-05 0.00014953 0.000388179 0.00159768 8.96904e-05 0.000794326 -0.000446454 5.71722e-05 0.00235989 8.45904e-06
internal_weight=0 0.0242465 0.0232173 0.00233369 0.0208836 0.0197425 0.0185333 0.0173007 0.00481701 0.0124837 0.0107282 0.00964083 0.00342041 0.00854455 0.00369212 0.00485242 0.00384102 0.00225387 0.00252334
internal_count=3910 3748 3609 327 3282 2714 1878 1815 444 1371 1204 1081 358 1040 193 847 707 230 106
is_linear=0
shrinkage=0.00512831


Tree=1429
num_leaves=20
num_cat=0
split_feature=124 42 393 50 158 156 1 42 3 52 4 2 151 49 4 4 43 16 2
split_gain=0.000109419 0.000140119 0.000179197 0.000179066 0.000181742 0.000194316 0.000223406 0.000157238 0.00021787 0.000167948 0.00042024 0.000226835 0.000261104 0.000361432 0.000161758 0.000154857 0.000138938 6.72998e-05 2.34996e-05
threshold=0.11158000000000001 -1.0000000180025095e-35 0.084330000000000016 0.10625000000000001 0.085745000000000002 0.091280000000000014 0.12381000000000002 0.092395000000000019 -0.15464999999999998 0.084890000000000007 -0.076329999999999995 0.089910000000000004 -0.044604999999999992 -0.053904999999999988 -0.06272999999999998 0.05309500000000001 -0.15109999999999998 -0.090494999999999978 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 6 7 8 -3 10 18 15 -13 -14 -11 -12 -1 -9 -10
right_child=-2 3 -4 -5 -6 -7 -8 17 9 14 11 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0004967044576556452 0.0014191564954338523 0.0024337184323552944 0.0004986682416560944 -0.0016332925097796807 -0.0016385830490428547 -0.0013560114175745716 0.0019977386986767495 -6.8698181882154722e-05 0.0018534541719875005 -0.0019586639122763697 -0.0016432082200986166 -0.0011386647405917905 -0.00057425729341742241 0.002722719032446102 0.0002443072087877805 0.00031009104245099305 -0.0027841326661628206 -0.0015043063187179342 0.0028106973239877295
leaf_weight=0.0010047314715376232 0.0010172016437348655 0.0010011011407322036 0.0011305876611624882 0.0011747714826549202 0.0010574769286654786 0.0013657480750504372 0.0015720309131112544 0.0013341575542794026 0.0010106939942969269 0.0011750300917801049 0.0019056798120493058 0.0010357074284468304 0.0010626222710024003 0.0017611026532560192 0.0015285968841174382 0.0014057261409083921 0.001118417331045971 0.0012708247151951855 0.001034240723083002
leaf_count=151 40 89 182 335 317 286 192 114 120 154 394 102 55 111 104 37 712 343 72
internal_value=0 -7.58661e-05 -0.000937104 5.95372e-05 0.000161413 0.000264507 0.000393954 0.000231563 0.000433303 0.000265289 0.000552328 4.32195e-05 0.000778727 0.001482 -0.000713132 -0.000814012 -0.00170166 -0.000769051 0.00233759
internal_weight=0 0.0239492 0.00325374 0.0206955 0.0195207 0.0184633 0.0170975 0.0155255 0.0129205 0.0119194 0.00921577 0.00717084 0.00385943 0.00282372 0.00270363 0.00331141 0.00212315 0.00260498 0.00204493
internal_count=3910 3870 1045 2825 2490 2173 1887 1695 1238 1149 891 699 268 166 258 431 863 457 192
is_linear=0
shrinkage=0.0044645


Tree=1430
num_leaves=31
num_cat=0
split_feature=158 31 156 151 14 1213 124 3 156 4 1374 375 124 480 49 42 33 483 133 1 12 51 150 9 47 43 4 52 3 4
split_gain=0.00103543 0.00119868 0.000995076 0.000996616 0.0010303 0.00103207 0.00101683 0.00173739 0.000972577 0.00131316 0.000939043 0.00094466 0.000958441 0.00114357 0.000880865 0.000865859 0.00094546 0.000826946 0.000795861 0.000808382 0.00098269 0.000813452 0.000775178 0.000632556 0.000732852 0.000806285 0.00124276 0.000700788 0.00100396 0.000973859
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.52174999999999983 0.077685000000000018 -1.0000000180025095e-35 -0.43954999999999994 0.30601500000000009 0.11896500000000002 0.50657000000000008 0.086000000000000007 -0.40343999999999997 0.11158000000000001 0.08598500000000002 0.10513500000000002 -0.11403999999999999 -0.007134999999999999 0.088115000000000013 -0.26719999999999994 0.10471000000000001 0.10595000000000002 0.12342500000000002 -0.099594999999999975 0.087755000000000014 0.087850000000000025 -0.50749999999999995 -0.49837999999999999 0.10898500000000001 0.10420500000000001 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 10 11 -8 13 14 15 -13 -17 18 -18 20 22 -21 -20 24 25 -24 -27 28 -28 -29
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=0.0015161641185515637 -0.0013963542034606878 -0.001515826503729451 -0.001478609140234862 -0.00090998556962436025 -0.0010368021925260158 -0.0014114110768712409 -0.0013041757133056288 0.0015158515336424635 -0.0010813281383344566 0.0015159265790851821 -0.0012110799781639777 -0.0010506397029409764 0.0012975461725469354 -0.0015087866631550743 0.00078581989406577876 -0.001296014363079408 -0.00082923563961369285 -0.0011836846835233492 0.001375479013899312 0.00080166384575006187 -0.0013055705550869287 -0.00057744471017135183 0.0010145662594101981 0.0012088796659164597 -0.0010792700786920984 -0.0012310486567968905 0.00011210155258310821 -0.0015159846469353696 0.001284111470762425 0.00022225371311835555
leaf_weight=0.0011454721060016873 0.001281821891958578 0.0010440085488765119 0.0010649146575296689 0.0025449793917481913 0.002129900987078325 0.0010380717284625965 0.0011055420752654746 0.001930995959188663 0.0016826525035718012 0.0014419515999956048 0.001322875857974192 0.0015905315648557785 0.0015201615022899509 0.0010248973976880729 0.0040509700975578369 0.0011044700486273476 0.0017884144624726863 0.0010810462671040346 0.0011267177629719063 0.0073749616823763908 0.0011175370648723862 0.0011336806063866334 0.0020495932810717923 0.0011215097813987987 0.0012649159526479927 0.0016849033823049591 0.017249581937879475 0.0013506178054152329 0.0018603240164907211 0.0016393089000250596
leaf_count=110 167 191 63 544 110 22 9 143 113 110 77 93 24 171 159 32 145 117 14 199 63 25 17 11 88 50 848 117 21 57
internal_value=0 -2.11915e-05 -4.76966e-05 -2.42587e-05 -1.83941e-07 3.53121e-05 7.56392e-05 0.000101973 5.38109e-05 8.85362e-05 5.01096e-05 8.20469e-05 0.000112018 7.56933e-05 0.000109115 4.75652e-05 8.82364e-05 0.000124774 0.000159476 0.000204846 8.94791e-05 0.000617913 0.000142602 9.33791e-05 4.72138e-05 0.000102369 2.3763e-05 0.000119431 0.000226195 -0.000562948
internal_weight=0 0.0675855 0.06644 0.065396 0.0643311 0.0622012 0.0596562 0.0586182 0.0566872 0.0550045 0.0535626 0.0522397 0.0511341 0.049614 0.0485891 0.0445381 0.0429476 0.0418431 0.0407621 0.0389737 0.030465 0.00850864 0.0293475 0.0282208 0.0270992 0.0258343 0.0237847 0.0220998 0.0191099 0.00298993
internal_count=3910 3743 3633 3442 3379 3269 2725 2703 2560 2447 2337 2260 2251 2227 2056 1897 1804 1772 1655 1510 1286 224 1223 1209 1198 1110 1093 1043 869 174
is_linear=0
shrinkage=0.00151575


Tree=1431
num_leaves=30
num_cat=0
split_feature=1429 14 151 4 1213 11 3 38 124 13 160 4 0 12 12 16 4 160 0 12 16 14 47 1 457 40 2 12 51
split_gain=0.000528826 0.000452635 0.000378559 0.00061323 0.000420919 0.000381487 0.000299565 0.00034559 0.000550166 0.000327158 0.000368007 0.000312451 0.000306942 0.000393047 0.000485358 0.000424825 0.000585452 0.000392626 0.000460655 0.000365676 0.000483408 0.000298753 0.000555633 0.000285174 0.000393853 0.000275221 0.00037628 0.000284338 0.000197737
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 0.28937500000000005 -1.0000000180025095e-35 0.080455000000000013 -0.15002999999999997 1.0000000180025095e-35 -0.048219999999999992 -0.094679999999999986 -0.23073999999999997 -0.44477499999999992 -0.10071499999999999 0.089745000000000005 -1.0000000180025095e-35 0.032820000000000009 -0.083329999999999987 -0.025614999999999995 -0.10209999999999998 0.092365000000000017 0.22945500000000005 -0.45687499999999998 0.096475000000000019 0.10982000000000001 0.096725000000000019 -0.025204999999999995 0.099990000000000009 0.088375000000000023 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 11 8 -8 25 -11 -6 17 14 -14 16 -16 -12 23 -15 -21 -5 -23 24 28 -10 27 -27 -19
right_child=1 -3 3 21 5 -7 7 -9 9 10 12 -13 13 19 15 -17 -18 18 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30
leaf_value=-0.0010828324178713731 -0.0007870679223335829 -0.00087775049933842342 -0.00082214840842682218 2.6779097418964638e-05 1.8154225633881841e-05 -0.000856636053447909 0.0008046049487678824 -0.00080691239865685949 -0.00037003754667187534 -0.00093801205049076598 0.00098079397527516834 0.0011648548132513342 0.00024573816901368961 0.00065808066682488883 0.00027105935300051595 -0.001454249632082029 -0.0010005793942050038 -0.0011591373538733531 0.00084627677816944888 -0.00068480387579479432 0.00041524966294533217 0.0014861132560754174 0.00014074131526577255 0.00032179971757277377 0.00023065007701535546 0.00061502736734819242 0.00099260529844810534 -0.00042421794554836569 -0.00031689056120720252
leaf_weight=0.0010280433364649724 0.0012274090118040695 0.0012663264713381741 0.0013679944382733724 0.0013683289721109215 0.0010493825080146735 0.0010611877304711461 0.0019453032663261363 0.0010997259610451273 0.0010264856355846064 0.0010917285977129479 0.0011247442716921796 0.0010495395974689991 0.0015537899925721632 0.0016782956863246046 0.0014421871840812799 0.0012487733938479906 0.00179407263256219 0.001216521214657984 0.0012796654397320036 0.0019356579430794413 0.0016208061550530006 0.001497832128981357 0.0012383326050300347 0.0019977820160193005 0.0015116145823412808 0.0011558258461599183 0.0018332592724412677 0.0011697426475014705 0.0012460359808983412
leaf_count=181 83 125 576 74 17 87 157 52 22 245 38 42 49 167 155 152 431 86 12 432 141 281 40 22 19 60 91 39 34
internal_value=0 -3.45035e-06 2.50609e-05 5.15687e-05 -1.48553e-05 1.95144e-05 4.94382e-05 1.01642e-05 4.24027e-05 -1.47854e-05 -9.82487e-05 0.000591547 -5.15924e-05 -0.000211685 -0.000470025 -0.000717993 -0.000433894 0.000163873 3.71667e-05 8.63358e-05 -0.000183471 0.000593709 0.000877225 -0.000136209 -0.000366446 0.000319075 0.000489162 9.22952e-05 -0.000732967
internal_weight=0 0.0400984 0.038832 0.0376046 0.0335001 0.0321321 0.0310709 0.028972 0.0278723 0.025927 0.0207417 0.00209892 0.0196499 0.0112736 0.00603882 0.00448503 0.00323626 0.00837636 0.00725162 0.00523476 0.00355646 0.00410449 0.00273616 0.00597195 0.00397417 0.00518531 0.00415883 0.00232557 0.00246256
internal_count=3910 3729 3604 3521 3126 2550 2463 2404 2352 2195 1983 59 1738 1527 787 738 586 211 173 740 573 395 321 161 139 212 190 99 120
is_linear=0
shrinkage=0.00148603


Tree=1432
num_leaves=20
num_cat=0
split_feature=14 13 39 48 13 457 132 3 42 0 3 3 3 48 15 16 12 3 2
split_gain=0.000135219 0.000106405 0.000242491 0.000314473 0.00022995 0.000202841 0.000262148 0.000224295 0.000184365 0.000175315 0.000361818 0.000254848 0.000243691 0.000207686 0.00019601 0.000199056 0.000150205 9.16833e-05 5.01658e-06
threshold=0.054835000000000009 -0.23438999999999996 0.005105000000000001 0.12649500000000002 -0.52445999999999982 0.082870000000000013 0.080815000000000012 0.090325000000000003 -0.0060199999999999993 -0.10071499999999999 -0.074234999999999982 -0.078884999999999997 -0.089604999999999976 0.084500000000000006 -0.10312999999999999 -0.057604999999999996 0.086865000000000012 -0.12817999999999996 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 9 -7 -4 13 11 12 16 14 18 -16 -11 -18 -3
right_child=-2 2 8 -5 -6 7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.00085894462075931564 -0.0017904204439773111 -0.00040082619336937261 -9.9137396906194397e-06 -0.0027445908811675091 0.0020600104936673632 -0.00018010280703075482 0.0018946934107222215 0.0025382874117160972 0.0025731157074573526 -0.0017522760171412171 -0.0032735786376934055 0.0015539633121542848 -0.0027509493381685578 -0.0017548531906842694 0.00013477185973086552 0.0027132519158070377 -0.00061096168754142433 0.0013717597914471964 -0.00089319314662296596
leaf_weight=0.0010519574921421526 0.0010041230712292118 0.0010012601572189084 0.001301193465309991 0.0011611270283391475 0.0017409384553774545 0.0015915220046602277 0.0011799671514555752 0.0013742710598467767 0.0013870601928153972 0.0011527057974595849 0.0014214148690939385 0.0011721679749734926 0.0013884602648605443 0.0011944975662561141 0.0015411628684710577 0.0013777315000229572 0.0010770683955478866 0.001195723561824194 0.0010098952801402827
leaf_count=54 147 62 81 84 150 138 263 66 329 156 448 257 1088 61 88 42 123 235 38
internal_value=0 5.53827e-05 -6.20546e-05 -0.000259676 0.000960572 -9.64603e-05 -0.000333527 0.00107953 0.00132285 -0.000527823 -0.00103798 -0.000507129 -0.00100899 8.91996e-05 0.000535994 0.00135183 -0.000302923 0.000432155 -0.000648067
internal_weight=0 0.0243201 0.0215272 0.018839 0.0027929 0.0176778 0.0147121 0.00296579 0.00268825 0.0135321 0.00740754 0.00598613 0.00481396 0.00612455 0.00493005 0.00291889 0.0034255 0.00227279 0.00201116
internal_count=3910 3763 3559 3149 204 3065 2861 204 410 2598 2307 1859 1602 291 230 130 514 358 100
is_linear=0
shrinkage=0.00492917


Tree=1433
num_leaves=21
num_cat=0
split_feature=3 40 47 50 158 1 41 151 49 52 474 16 160 13 43 1 15 1374 1 1
split_gain=0.000115224 0.000148772 0.000303228 0.000199922 0.000223961 0.000231693 0.00017089 0.000143618 0.000330897 0.000186491 0.000222737 0.000186875 0.0002095 0.000168331 0.000254133 0.000200428 0.000322008 0.000154271 0.000234446 0.000138667
threshold=0.30601500000000009 0.053870000000000008 0.13177500000000003 0.10119500000000002 0.084965000000000027 0.12864500000000004 0.078535000000000008 0.087190000000000017 -0.085974999999999982 -0.11271999999999999 0.084145000000000011 0.18936500000000003 -0.080184999999999992 -0.083514999999999992 -0.0031199999999999995 0.077800000000000022 0.085120000000000015 -0.095439999999999983 0.092550000000000007 0.10373000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -10 11 12 -11 14 -14 16 -15 -17 -19 -20
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 -12 -13 13 15 -16 17 -18 18 19 -21
leaf_value=-0.0021070960693889357 0.0015278902765313099 0.001568123330576139 -0.0025662762614829184 -0.002053587951175914 -0.0020514762806434442 0.0023255668145363479 -0.0017429757474597114 0.0017139054889928978 -0.0014177797963799829 -0.0016102390597663916 0.0025080828648174924 0.0017921082741621174 0.0030796001439631301 -0.0024566777720153102 -0.00016338015097316431 -0.001013228168066342 0.00068916495359297089 0.0023048318961644324 -0.0012532337331829548 0.0011230599926793277
leaf_weight=0.0014075460009436705 0.0010017827420981109 0.0011261487802392547 0.0010776639098573062 0.0010162818971944819 0.0010333088740625889 0.0010173787820443444 0.0010812166562352834 0.0011953321612366554 0.0013218888844878296 0.0014504686824256844 0.0010102919533136875 0.0014815746948544381 0.0010386442074364344 0.001535595525973237 0.0010467371093372214 0.0010747984403849387 0.0012931925544530515 0.001633980655736611 0.0010345620819900425 0.001085921311628435
leaf_count=124 164 77 74 426 366 134 135 97 421 273 167 45 161 317 153 20 389 167 102 98
internal_value=0 -7.99787e-05 -0.000161253 -4.21371e-05 5.64145e-05 0.000166927 4.94336e-05 0.00015948 4.62893e-05 0.000248252 0.000409172 0.000241879 3.66979e-05 0.000281871 0.00145182 -3.67194e-05 -0.00101854 0.000538393 0.000982579 -3.63093e-05
internal_weight=0 0.0239625 0.0228364 0.0217587 0.0207424 0.0197091 0.0186918 0.0176105 0.0164152 0.0150077 0.0136858 0.0126755 0.0111939 0.00974343 0.00208538 0.00765805 0.00282879 0.00482926 0.00375446 0.00212048
internal_count=3910 3746 3669 3595 3169 2803 2669 2534 2437 2313 1892 1725 1680 1407 314 1093 706 387 367 200
is_linear=0
shrinkage=0.00464487


Tree=1434
num_leaves=18
num_cat=0
split_feature=0 1 15 49 15 3 12 4 403 52 42 43 16 2 4 16 4
split_gain=0.000115563 0.0001495 0.000195173 0.000231782 0.000298428 0.000258536 0.000416465 0.000307382 0.000177266 0.000125001 0.0001656 0.000201786 0.000163639 0.000205812 0.00012673 0.000100751 6.40986e-05
threshold=0.18055000000000002 0.094485000000000013 0.035895000000000003 -0.045004999999999996 -0.017214999999999998 0.090325000000000003 0.090840000000000018 0.26048500000000002 0.092300000000000007 0.086950000000000013 0.085545000000000024 0.0016850000000000001 -0.09601999999999998 0.085355000000000014 -0.06272999999999998 -0.0072149999999999992 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 -5 -7 9 10 11 12 -1 16 -11 -15 -14
right_child=-2 2 -4 4 -6 7 -8 -9 -10 14 -12 -13 13 15 -16 -17 -18
leaf_value=0.00099868225527982059 0.0014797646036731529 0.0023656558718201238 -0.0011994288918557203 0.0027138256282142601 0.0026663418493064529 -0.0027088119495716494 -0.00071483134249674828 0.000357678827547853 0.0012366315226039291 -0.0025600426907158554 -0.001733417072418231 0.0015809841452163668 0.00089101505058561002 -0.0028129800703288392 -0.00034355547735118283 -0.00078920594219965322 -0.00074862981876284214
leaf_weight=0.0014010877425333643 0.0011518835889132431 0.0014796434441297643 0.0016307798177980235 0.0014884956857888496 0.0010449377748576166 0.001487867799697784 0.0018625718782703249 0.0015677491825789036 0.0013240513634582294 0.0013884764619943521 0.001690269229956208 0.0014194867138862532 0.0012360711852964466 0.0012722074548229554 0.0010640899517758992 0.0010474793254029438 0.0010131976125630207
leaf_count=115 44 200 196 232 146 66 196 137 264 447 613 145 251 243 300 260 55
internal_value=0 -8.80857e-05 0.000337906 0.000618611 0.000271706 -0.000118862 0.000808128 -0.00113548 -0.000438054 -0.000630328 -0.000368845 -5.67148e-05 -0.000446108 -0.000889158 -0.00159838 -0.00189912 0.000152426
internal_weight=0 0.0234185 0.010562 0.00893127 0.00745162 0.00640668 0.00335107 0.00305562 0.0128564 0.0115324 0.0090798 0.00738953 0.00597004 0.00456896 0.00245257 0.00231969 0.00224927
internal_count=3910 3866 1173 977 777 631 428 203 2693 2429 1682 1069 924 809 747 503 306
is_linear=0
shrinkage=0.00483252


Tree=1435
num_leaves=31
num_cat=0
split_feature=453 16 1213 1429 4 480 133 133 130 0 123 38 1374 1 12 43 51 43 1186 1 133 42 42 49 13 12 51 52 1374 150
split_gain=0.000579803 0.000606907 0.000558025 0.000524862 0.000537972 0.000565359 0.000522766 0.00060515 0.000628047 0.000582471 0.000636518 0.000567497 0.000597818 0.000620573 0.000622287 0.000589008 0.0006943 0.00055355 0.000493945 0.000461332 0.000404282 0.000390891 0.000673446 0.000340064 0.0005272 0.000324284 0.000323352 0.000293138 0.000287999 0.000620183
threshold=0.096095000000000014 -0.54165499999999989 -0.081334999999999977 -1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.18055000000000002 1.0000000180025095e-35 0.10386000000000002 0.089520000000000016 0.10420500000000001 0.10595000000000002 -0.075819999999999985 0.12342500000000002 -0.081354999999999983 0.083980000000000013 0.088675000000000018 -0.14410999999999996 0.092145000000000019 0.091230000000000019 -0.085974999999999982 0.049070000000000009 0.093225000000000016 0.013805000000000001 -0.092854999999999979 -0.094679999999999986 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 18 19 10 11 12 13 14 21 -15 26 -12 20 -9 -8 22 23 -10 25 27 -17 -25 -29 -30
right_child=-2 2 3 4 -6 -7 7 8 9 -11 17 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00087178337376238085 -0.00140990404207585 -0.0013247024077908337 -0.0012302941056129251 -0.0010973306951594477 0.00086023210094811429 -0.0014061378587018503 0.00078905336549875361 -0.0015848528364639084 -0.00095813198894981373 0.00087737453748730878 -0.0001350297923005625 -0.0013888946611610709 -0.00142936351919982 -0.00047311713523179023 -0.0014769612435630427 0.0005326764565244935 -0.00043125993245051895 0.0013784211364280365 0.0014262384666199205 -0.00017159072166918145 -0.00065146620532031984 -0.0011322920483101983 0.001039785929185584 -0.00098443183564770535 -0.0011115388085713529 0.00064916135009209105 0.0015377059877659718 -0.000714781651784353 -0.00018638877505560447 0.00089851162204407961
leaf_weight=0.0012790050665786304 0.0010860689095082412 0.001220383547075903 0.0012997594013333105 0.0015970005042289506 0.0012196643103296592 0.0010203466863024221 0.0010008632360190561 0.0014444356867191468 0.0017257217513959562 0.0013465972732582534 0.0013265040578953613 0.0011180025179076116 0.0010252267754689006 0.0025397568711724716 0.0011593995492984446 0.003413070813788277 0.0016942998844982071 0.0011828499920984994 0.0010448439358725636 0.0010193715674979842 0.0010155796085564986 0.0012546050362042252 0.0010606599925928597 0.0010899248677317371 0.0014987930241445171 0.0013259245222632119 0.001093687672348409 0.0017380085962770417 0.0081105792952925262 0.0016387801976911484
leaf_count=110 36 382 180 211 197 224 77 140 75 26 107 36 63 73 128 135 35 86 22 60 106 303 32 206 144 74 42 45 510 45
internal_value=0 -0.000221544 -0.000251155 -0.000222676 -0.00019338 -0.000222932 -0.000194502 -0.000159221 -0.00021492 -0.00016018 -0.000201279 -0.000263414 -0.00022198 -0.000179795 -0.000332161 0.000179336 0.000446561 0.000578375 0.000528639 -0.00100013 6.3537e-05 -0.000263896 -0.000203995 -0.000281018 -0.000205151 -0.000107441 0.000776574 -0.000187203 -0.000111562 -4.02671e-06
internal_weight=0 0.0485036 0.0472246 0.0460043 0.0447045 0.0434848 0.0424645 0.0408675 0.0378062 0.0353424 0.0339958 0.0314864 0.0303684 0.0293432 0.0206024 0.00874082 0.00620106 0.00250935 0.00306129 0.00246381 0.00201644 0.019443 0.0181884 0.0171277 0.015402 0.0139032 0.00450676 0.0125773 0.0114874 0.00974936
internal_count=3910 3874 3764 3382 3202 3005 2781 2570 2365 2165 2139 1946 1910 1847 1562 285 212 193 205 200 183 1434 1131 1099 1024 880 177 806 600 555
is_linear=0
shrinkage=0.00160853


Tree=1436
num_leaves=18
num_cat=0
split_feature=475 15 15 0 2 42 43 160 457 160 49 52 4 15 43 2 15
split_gain=0.000102824 0.000302701 0.000159596 0.000149039 0.000241864 0.000237577 0.000297223 0.000185556 0.000197681 0.000189439 0.00022172 0.000267889 0.000206548 0.00030304 0.000183858 0.000181769 0.000107205
threshold=-1.0000000180025095e-35 -0.0089749999999999986 -0.24219999999999997 -0.017269999999999997 0.095195000000000016 -1.0000000180025095e-35 0.093240000000000017 -1.0000000180025095e-35 -0.0034949999999999994 0.099550000000000013 -0.047309999999999998 0.071660000000000015 0.05309500000000001 -0.10312999999999999 -0.014114999999999997 0.106285 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 14 7 -7 -9 10 16 12 -12 -14 -4 -6 -10
right_child=2 -3 3 4 15 6 -8 8 9 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0031743352932438445 0.0016772646303250367 0.00061825209182631924 -0.002801242927176172 0.0028953873090651412 -0.0015094933078833117 -0.0013571625615033597 -0.0026065347834035588 -0.0017239756530031524 0.0037164704310918904 -0.0010551074484771836 -0.0015103804206230875 0.002274364431665015 -0.00120303852755188 0.0024271043050512991 3.7151272000464047e-05 0.0012850371652229772 0.0013664653464981903
leaf_weight=0.0010808837433613702 0.0016578890160577472 0.0013440314180825355 0.0016748098797386424 0.0011946805221513838 0.0012209232953362958 0.0017590950005676098 0.0011270628628662479 0.0010235134992657722 0.0010611920894119109 0.0014356732206471786 0.0018842077106120975 0.0017968892148126914 0.0011859083278873417 0.0014612918174075062 0.0010613615172384754 0.0014489529389146716 0.0011531059626506152
leaf_count=393 267 228 504 87 63 531 119 96 117 152 342 296 55 79 432 95 54
internal_value=0 -0.00107226 8.50123e-05 -4.38285e-05 0.000899986 -0.000263234 1.98795e-05 0.000251849 0.000509117 0.000738175 0.00103955 0.000531095 -0.000160183 0.000800852 -0.00170023 7.11001e-06 0.00249269
internal_weight=0 0.00242492 0.0221466 0.0204887 0.00386456 0.0166241 0.0138879 0.0127609 0.0110018 0.00997827 0.0085426 0.0063283 0.00453141 0.0026472 0.00273617 0.00266988 0.0022143
internal_count=3910 621 3289 3022 245 2777 1841 1722 1191 1095 943 772 476 134 936 158 171
is_linear=0
shrinkage=0.00533549


Tree=1437
num_leaves=20
num_cat=0
split_feature=2 159 159 15 4 0 52 0 15 2 52 4 52 160 0 48 12 1 15
split_gain=9.98328e-05 0.00016389 0.00015055 0.000201011 0.00019673 0.000178637 0.000221979 0.00025922 0.000175998 0.000173308 0.00017783 0.000151693 0.000120789 0.000163326 0.00012927 0.000326597 0.000101521 6.65975e-05 4.48065e-05
threshold=0.099015000000000006 0.079875000000000015 0.090705000000000022 -0.11739999999999999 0.15927500000000003 -0.017269999999999997 -0.27466499999999994 -0.070174999999999987 0.088615000000000013 0.086650000000000019 -0.0025949999999999997 -0.0010999999999999996 0.15091000000000002 0.084100000000000022 -0.19631499999999999 0.093225000000000016 0.095295000000000019 0.097265000000000018 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 5 6 -5 8 9 11 -11 18 13 14 -2 16 17 -16 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0021091719102536437 -0.0014327899759603517 0.0018835055741084287 -0.0021007584916142236 -0.0025384790228438711 0.001813826656496202 0.001499468478783774 0.00079266847313727985 0.0021763669601065614 -0.0023681726270835218 -0.00018264456352638531 0.0023118499562779253 -0.0018481111991734184 -0.0012952949306806339 0.0021829798741366691 0.0012066706581928216 0.0027898001907664715 -0.001511167164721508 -0.00057501404200720337 -0.00063752718893036228
leaf_weight=0.0011545051846675739 0.0011591280507290413 0.0014782009139765739 0.0010196205534004988 0.0010540002166969696 0.0013558100164100537 0.0013694786234507679 0.0010483705157742027 0.0010325504591226454 0.0010128159050997038 0.0019027626765559386 0.0010933542692218995 0.0019044459852642359 0.0012734058314112784 0.001013140147467062 0.0010080605923399322 0.0010643080154293383 0.0011793202626993182 0.001031138861116318 0.0010810431627156503
leaf_count=250 82 244 283 171 77 112 157 128 538 243 221 139 144 86 84 123 223 160 445
internal_value=0 0.000379742 -0.00027207 -0.000138973 3.79748e-05 -0.000171413 -0.000397315 -0.000148643 -0.000447132 -0.000170366 0.000727656 -0.000837365 9.21234e-05 0.000365821 2.75172e-05 0.000422743 -0.000360002 0.000305746 6.65985e-05
internal_weight=0 0.0092067 0.0150288 0.0140091 0.0128546 0.0114988 0.0101293 0.00907534 0.00804279 0.00702998 0.00299612 0.00403386 0.0077285 0.0064551 0.00544196 0.00428283 0.00321852 0.0020392 0.00212941
internal_count=3910 1146 2764 2481 2231 2154 2042 1871 1743 1205 464 741 902 758 672 590 467 244 602
is_linear=0
shrinkage=0.00492917


Tree=1438
num_leaves=19
num_cat=0
split_feature=1 13 150 3 16 12 0 43 159 1 4 16 0 0 1 2 1 0
split_gain=9.72247e-05 0.000129396 0.000133273 0.000216093 0.00017833 0.000250327 0.000123725 0.000123667 0.000164619 0.000163225 0.00012888 0.000233217 0.000174077 0.000109129 0.000196333 0.000116553 0.0001926 6.28832e-05
threshold=0.10398500000000001 -0.45122499999999993 0.10871000000000001 0.092005000000000017 0.24895000000000003 0.092365000000000017 -0.035699999999999989 -0.092484999999999984 0.082325000000000023 0.092730000000000021 0.018480000000000003 -0.083144999999999983 -0.084304999999999977 -0.071924999999999989 0.12730000000000002 1.0000000180025095e-35 0.11052000000000002 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 13 -3 9 10 11 12 -9 14 15 -2 -17 -18
right_child=6 2 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19
leaf_value=0.0010755696140385771 -0.0011747870005888793 -0.0013102497366583425 0.0011235890071621983 -0.0019897806341865826 0.001291821173882662 -0.0020107451610556111 0.0013600776987547848 -0.00022357875271087667 -0.0014961550984202657 -0.0010700617473039275 0.0016358594407552478 -0.00092117322276059834 0.0020119292398032016 -0.0010055235042734081 0.0018148704820735043 0.0017629855012936699 -0.0011043964685882675 0.0003361731230739017
leaf_weight=0.0012236052296543684 0.0011772486604064714 0.0013809861170526157 0.0010087318904233875 0.0013590811165792313 0.0011474434886500915 0.0014534343830125808 0.0016274569206048556 0.0010497692005694004 0.0010486564421268441 0.0012833628763238014 0.0014172238768024314 0.0018086915396669494 0.0013605459683949713 0.0012525756836318236 0.0012050556046910854 0.0010745547590884641 0.0010403506293670262 0.0010217327284652578
leaf_count=29 79 250 109 124 291 699 226 342 208 101 90 667 113 209 152 84 51 86
internal_value=0 -0.000211806 -0.000321824 -0.000431375 -0.000254139 -0.000418348 0.000338961 -0.000170794 2.66868e-05 0.000257472 0.000559749 0.000198269 0.00103829 9.35467e-05 0.000342991 -6.81688e-05 0.000347169 -0.000390615
internal_weight=0 0.0155415 0.0143179 0.0133092 0.0119501 0.0108027 0.00839897 0.00934924 0.00796825 0.00691959 0.00563623 0.00421901 0.00241032 0.00677152 0.00551894 0.00431389 0.00313664 0.00206208
internal_count=3910 3023 2994 2885 2761 2470 887 1771 1521 1313 1212 1122 455 661 452 300 221 137
is_linear=0
shrinkage=0.00412451


Tree=1439
num_leaves=30
num_cat=0
split_feature=1213 14 151 150 480 4 38 124 14 155 40 3 133 15 43 4 0 48 43 151 457 150 3 1 3 15 3 12 1
split_gain=0.00047008 0.000463146 0.000350793 0.000380595 0.000332857 0.000339566 0.000399349 0.000394827 0.000336995 0.000317632 0.00033377 0.000520735 0.000322288 0.00068584 0.000374059 0.00036886 0.000421987 0.000366279 0.00027289 0.000250924 0.000285469 0.000362953 0.00028083 0.000415505 0.000404682 0.000242797 0.000236686 8.02976e-05 2.69094e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 -0.096234999999999987 0.086640000000000009 0.28937500000000005 1.0000000180025095e-35 -0.048219999999999992 -0.46637499999999993 0.088505000000000014 -0.061244999999999994 0.15165000000000003 0.084760000000000016 0.088345000000000021 -0.50992999999999988 -0.23071499999999998 -0.017269999999999997 0.088120000000000018 -0.089949999999999988 0.056555000000000001 0.096725000000000019 0.084555000000000019 -0.089974999999999986 0.088495000000000018 -0.074234999999999982 -0.10071499999999999 -0.080884999999999985 0.085665000000000005 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -7 10 -9 12 14 18 -12 17 19 -16 -14 20 21 22 -17 26 -25 -26 -24 -28 -10
right_child=1 -3 3 4 -6 8 -8 9 28 -11 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30
leaf_value=-0.00084639020848321922 -0.00082422622120337035 -0.0009542885868340595 0.0007746850681072708 0.00073082941280049117 -0.00071953012944435705 -0.00017078053987154112 -0.00081450584297136999 -0.00060769694429420827 0.00068254925555460305 -0.00082507951434167965 0.00099094932590315112 0.00098845182741472311 -0.001479495903899272 0.00045610218020132359 -0.00090308437010044428 -0.00038149338927072454 0.0010876687781785558 0.00024275266292857022 -0.00041332255329731203 -0.00054340133679075847 0.00078140626328134183 -0.00074799766621919659 0.0001405101914024753 0.00061090312709964286 3.2435137253096892e-05 -0.00083963300676138507 0.00065061116802643927 0.0012117839941779523 0.0010197033380839843
leaf_weight=0.0015533515629312369 0.0010633456936099952 0.0011234819776965157 0.0016302769769112038 0.0017890470903291203 0.0013258953430190295 0.0010881035936642913 0.0013095899751167641 0.0017613699821019671 0.0010234896541674301 0.0010422034403121941 0.001024232995177953 0.0013553369944423457 0.0010437915479570292 0.0013455343766377581 0.0016771859771820162 0.0018462898279919442 0.0010112032262146404 0.0010373907684027017 0.0011695646214667085 0.00136594272090207 0.0014171926037618307 0.0011480391258809073 0.0013355802794965321 0.0014701313657706772 0.0016219380173367881 0.0013390648972289032 0.0011364716347039916 0.0012090570766469799 0.0011606420317087085
leaf_count=592 83 112 59 147 234 58 56 93 75 217 14 71 145 245 83 166 30 34 328 45 37 60 224 141 20 103 52 152 234
internal_value=0 4.37042e-06 3.36792e-05 5.92435e-05 2.49932e-05 5.51554e-05 3.69641e-06 4.17653e-05 0.000518381 -5.00569e-06 2.87558e-05 7.63499e-05 2.06615e-05 -0.000397312 0.000100465 4.86893e-05 0.000142307 -0.000465196 -0.000916117 7.34819e-05 0.000140764 5.90186e-05 0.000152053 0.000273484 -3.9179e-05 -0.000361943 0.000649853 0.000939881 0.000861712
internal_weight=0 0.0378714 0.0367479 0.0356846 0.0340543 0.0327284 0.0294562 0.0281466 0.00327224 0.0263575 0.0253153 0.0235539 0.0221986 0.00355889 0.0186397 0.0176155 0.0149009 0.00271458 0.00221336 0.0138897 0.0125238 0.0111066 0.00995853 0.00811224 0.00443113 0.002961 0.00368111 0.00234553 0.00218413
internal_count=3910 3318 3206 3123 3064 2830 2463 2407 367 2260 2043 1950 1879 718 1161 1147 1030 117 473 1000 955 918 858 692 264 123 428 204 309
is_linear=0
shrinkage=0.00151575


Tree=1440
num_leaves=31
num_cat=0
split_feature=158 401 453 4 480 150 40 3 133 160 483 1429 1 15 12 11 14 1213 15 47 47 156 49 1375 47 13 2 1 4 4
split_gain=0.000966477 0.000942655 0.000806931 0.00087637 0.00112605 0.000692428 0.000698644 0.00119475 0.000614768 0.000653909 0.000657418 0.00064462 0.000771991 0.00107924 0.000897519 0.000789603 0.000643932 0.000530348 0.000637568 0.000669847 0.000740886 0.000642551 0.000582718 0.000472833 0.000558418 0.000575345 0.000429238 0.000424102 0.000420973 0.00045533
threshold=0.11034000000000001 0.10072000000000002 0.10097500000000002 0.51224500000000017 0.086640000000000009 -0.096234999999999987 0.34489500000000001 0.31335500000000011 -0.26719999999999994 -0.217635 0.086245000000000002 -1.0000000180025095e-35 0.094485000000000013 0.035895000000000003 0.098355000000000012 0.088315000000000018 0.064610000000000015 -1.0000000180025095e-35 -0.0063699999999999989 0.09550500000000002 1.0000000180025095e-35 0.013700000000000002 -0.084114999999999981 -0.43271999999999994 0.093315000000000023 -0.068214999999999984 0.087005000000000013 0.11561500000000001 -0.51381999999999983 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -10 11 -11 16 15 -15 23 17 -13 19 20 22 28 -19 -14 -25 -26 -24 -27 -20 -30
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 -12 12 13 14 -16 -17 -18 18 21 -21 -22 -23 26 24 25 27 -28 -29 29 -31
leaf_value=0.00092133329042470597 -0.0015015159640789095 -0.001534065612067752 -0.0013104676586926361 0.0014941495001405446 -0.0013595422523101986 -0.00095966269946341765 -0.0012896501500511582 0.0015770613198381428 -0.00094205837653775916 -0.0010543287478724398 -0.001112192000044473 -0.0009307238376469228 -0.00023975331850719037 -0.0012672716658862367 0.00047637428522548202 -0.00053942751401564503 -0.0012190271893565258 -0.0010965399702223203 -0.00051648377625401396 0.00088565506378629781 -0.0014553322355605827 0.001330431112613738 0.00065617315005401372 0.0012718081346148264 0.0014378392001050747 -0.00054177534914767419 -0.00027170687685052701 0.00056983837334211398 0.0012096919336959404 0.00018299658978969787
leaf_weight=0.0021626255972435606 0.0011140166237775242 0.0010019101454907245 0.0011283038369924716 0.0010073192096545771 0.0014534948597572086 0.0016138041770537006 0.0010081419817424822 0.001220704681290429 0.0016557316666508939 0.0011718068561956665 0.0011440731010567964 0.0013797045873685789 0.0010589173733208676 0.0015493455274189225 0.0013952989208245725 0.00129879514265241 0.0010880434876199266 0.0014051709383533515 0.0018632021689723886 0.0011497869411787329 0.0013768108703413606 0.0013242664714994143 0.0018675859219033876 0.0045787221601993888 0.0012792736173756758 0.0012427736010636181 0.0036887360282158443 0.0027251396593612753 0.0012029233055272813 0.010041382902475721
leaf_count=57 167 193 27 158 225 215 18 85 259 146 192 348 6 75 45 46 55 53 21 56 44 43 93 295 36 37 323 39 14 539
internal_value=0 -1.8148e-05 9.42575e-06 3.7028e-05 9.30582e-06 4.79445e-05 9.65529e-06 3.67627e-05 -3.15657e-06 3.07783e-05 6.75269e-05 9.91446e-05 0.000131702 0.000415711 -0.000441057 0.000622782 -3.11231e-05 1.99643e-05 7.48003e-05 -0.000242728 -0.000398323 0.000283557 -0.000189273 0.000761459 0.000869358 0.000518178 4.01713e-05 0.000221674 0.000177791 0.000292833
internal_weight=0 0.0560838 0.0550819 0.0539536 0.0529463 0.0514928 0.0493301 0.048322 0.0471013 0.0454875 0.0438318 0.0426877 0.0415159 0.0151283 0.00294464 0.0121836 0.0263876 0.0252996 0.0239199 0.00948809 0.0083383 0.0144318 0.00696149 0.0108848 0.00982591 0.00524719 0.00555632 0.00396791 0.0131075 0.0112443
internal_count=3910 3743 3550 3523 3365 3140 3083 3065 2980 2765 2506 2314 2168 579 120 459 1589 1534 1186 569 513 617 469 413 407 112 416 76 574 553
is_linear=0
shrinkage=0.00157699


Tree=1441
num_leaves=31
num_cat=0
split_feature=1429 453 4 1213 480 133 403 14 38 124 158 155 150 51 1 43 50 1 12 3 48 151 43 52 150 2 0 16 48 1
split_gain=0.000642647 0.000667006 0.000838818 0.000616786 0.000544612 0.000546936 0.000540558 0.00050695 0.00046241 0.000572423 0.000564277 0.000448469 0.000446824 0.000656339 0.000535507 0.000661663 0.000434009 0.000429574 0.000407409 0.000470603 0.000393487 0.000290528 0.000303247 0.000652476 0.00034372 0.000283964 0.000280151 0.000493573 0.000220481 0.000143
threshold=-1.0000000180025095e-35 0.096095000000000014 0.28937500000000005 -0.081334999999999977 1.0000000180025095e-35 -0.26719999999999994 -0.088854999999999976 0.077685000000000018 0.085905000000000023 -0.048219999999999992 0.085745000000000002 0.083500000000000005 0.11247500000000001 0.09414500000000002 0.10471000000000001 -0.24333999999999997 0.10583000000000002 0.096230000000000024 0.10129000000000001 0.10223 0.11379500000000002 -0.090394999999999989 -0.12074999999999998 0.090300000000000005 0.087235000000000021 0.086915000000000006 -0.10131499999999999 -0.087089999999999987 0.11930500000000001 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -8 11 12 14 -14 17 -16 20 18 19 21 29 -11 -23 24 25 26 -24 -28 -17 -4
right_child=1 -3 16 4 -6 6 7 -9 -10 10 -12 -13 13 -15 15 28 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00098890899271559304 -0.0010536311567358463 -0.0010608213856441644 0.00067587725251237003 -0.00081655565044881878 -0.00096534267306474467 -0.00083827757527853717 0.0007925894408246794 -0.00076740047759737496 -0.00068765645742912174 -0.00048493681431177241 -0.00069325018212634685 -0.00072661428578694532 -0.0011911429736733091 0.00030589344280059074 -0.00016823580244130742 0.00097273770126342872 -0.00022569808915720119 -0.00066978500076348649 -0.00057747619183584793 0.0010030874380218906 0.00016467330382645491 0.00066189851943005079 0.0004030854638225764 -0.00060207740446645752 -0.00028223607091869518 0.00058863609612235782 0.000417863776388559 -0.00078687874448663312 0.00026983497195981661 0.001319629258921422
leaf_weight=0.0012115969218128289 0.0010467432238909493 0.0010386360072232028 0.0010424726523119423 0.0013814121451916064 0.0010487488452511204 0.0012095462152175709 0.0020601370515992415 0.001247842498655948 0.0012852832389707016 0.001221681223358361 0.0015826859610249535 0.0010609961794775238 0.0010267861146630022 0.0010130520742137605 0.0016666273878058746 0.003343713106076506 0.0010516367458368592 0.0012159055061307092 0.0012873948931719772 0.0011619711902213217 0.0013705804195081051 0.0020067878403033897 0.0029255911280614425 0.0019103344978138601 0.0018939202916290485 0.0042208467567097507 0.0011413343490267328 0.0012305305635720593 0.0010122511743020368 0.0014182214750624311
leaf_count=181 382 36 57 208 256 413 153 89 50 129 185 130 51 16 18 124 26 90 95 19 42 62 24 199 52 244 82 184 36 277
internal_value=0 -1.53461e-05 8.73882e-06 -5.39888e-05 -2.72653e-05 -1.44811e-06 2.9212e-05 5.87558e-05 8.88398e-05 0.000119099 7.4229e-05 0.000115629 0.00014723 -0.000447664 0.000193477 0.000538856 0.00052519 9.05865e-05 0.000139245 0.000191337 0.000731299 0.000134348 0.000183702 0.000111671 0.000231148 0.0003333 0.000129856 -0.00020716 0.000809395 0.0010469
internal_weight=0 0.0461237 0.045085 0.0402021 0.0391554 0.0381066 0.0367252 0.0355157 0.0342678 0.0329825 0.0309224 0.0293397 0.0282787 0.00203984 0.0262389 0.00602259 0.00488291 0.0202163 0.0190004 0.017713 0.00383127 0.016551 0.0153293 0.0133226 0.0114122 0.0095183 0.00529746 0.00237186 0.00435596 0.00246069
internal_count=3910 3729 3693 3291 2909 2653 2445 2032 1943 1893 1740 1555 1425 67 1358 178 402 1180 1090 995 376 976 847 785 586 534 290 266 160 334
is_linear=0
shrinkage=0.00131955


Tree=1442
num_leaves=31
num_cat=0
split_feature=158 1429 1213 453 4 480 1374 150 124 3 39 42 43 376 1 51 14 43 4 3 160 48 484 50 2 47 12 4 0 151
split_gain=0.000955249 0.00084698 0.000760745 0.000781203 0.000902505 0.000802112 0.000824321 0.000736122 0.000670449 0.00111861 0.000640662 0.00111107 0.000771235 0.000843137 0.000762474 0.000765453 0.000725852 0.00054245 0.00135988 0.000886208 0.000539796 0.000519003 0.000430881 0.000410985 0.000443952 0.000701562 0.000669594 0.000632763 0.000369479 0.000351752
threshold=0.11034000000000001 -1.0000000180025095e-35 -0.082704999999999987 0.10097500000000002 0.51060500000000009 0.086640000000000009 0.09309000000000002 -0.096234999999999987 -0.15062499999999998 0.31335500000000011 0.15608500000000003 -0.11403999999999999 0.24789500000000006 0.08801500000000001 0.10420500000000001 0.14276500000000003 0.064610000000000015 -0.50749999999999995 -0.49837999999999999 -0.15653499999999998 -0.092169999999999988 0.11930500000000001 0.084225000000000008 0.10030500000000002 0.086545000000000025 0.09550500000000002 0.098845000000000016 -0.083329999999999987 -0.13870499999999999 0.083140000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 10 11 -10 13 14 16 21 17 -13 -19 -20 -21 28 23 24 25 27 29 -22 -16 -26
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 -17 -18 18 19 20 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010473683257540575 -0.0012194302617415198 -0.0010535394721031736 0.00084920851273775563 -0.0010652225252446184 0.0011568500544344384 -0.0010179930523257831 -0.00099838682386883468 -0.00095338302015899657 -0.00088635726327967643 0.0012937539300850183 0.001016241899310851 0.00077730044707389481 -0.00077466061962117136 0.0012710500813794177 0.0011461186740684033 -0.00063178667675825551 -0.0010546192329320535 -0.0012863638367363293 0.0010799159435363188 -0.00084442316227711987 0.00010981413666000235 -0.00013647204706284462 0.00063621187274069235 0.00076608004808399093 7.8894755649100537e-05 0.00063643176144409833 -0.00090938610223484557 -0.00074317966995863399 0.00048365463842291217 0.00071858843144902628
leaf_weight=0.0012854313485950999 0.0011130539045761658 0.0010933090014934579 0.0020121564792114901 0.0010563272694099615 0.0012228017789489556 0.001188770185121645 0.001209005965357334 0.0010882459399308422 0.0021689252522131266 0.0012248535515420036 0.0010995588421280891 0.0014567358530825905 0.0017615028702351312 0.0010031153478928792 0.0020048030370158907 0.0010855559248987854 0.0011173747256441038 0.0013754847829545577 0.0012876298986643627 0.0012641601214928846 0.0021440784542181568 0.0016123284888731604 0.0017748791278622269 0.00104057719756978 0.0099177083940959476 0.0011218627723774688 0.0010452584919173899 0.0045317581603750703 0.0047413461586812691 0.0016826978927895206
leaf_count=181 167 328 45 27 174 214 56 31 168 83 24 17 191 38 81 24 72 60 42 234 148 29 147 118 470 48 111 341 213 28
internal_value=0 -9.23913e-06 1.48776e-05 3.64137e-05 5.82945e-05 3.24418e-05 5.70367e-05 8.27822e-05 5.03499e-05 7.38595e-05 4.08295e-05 1.65301e-05 6.31907e-05 9.98974e-05 6.99312e-05 0.000390198 -3.17014e-05 8.2033e-06 -3.30079e-05 3.37853e-05 -2.1144e-05 0.000522928 2.36028e-05 -2.70075e-05 -6.7376e-05 -0.000310152 8.23269e-05 -0.000469224 0.000680524 0.000171686
internal_weight=0 0.0566182 0.0553328 0.0542395 0.0531832 0.0519604 0.0507716 0.0495626 0.0475504 0.0464622 0.0452373 0.0441378 0.0419689 0.0402074 0.0392042 0.00944403 0.0297602 0.0286428 0.0271861 0.0258106 0.024523 0.00835848 0.0232588 0.0214839 0.0204434 0.0077977 0.0126457 0.00667584 0.00674615 0.0116004
internal_count=3910 3743 3562 3234 3207 3033 2819 2763 2718 2687 2604 2580 2412 2221 2183 347 1836 1764 1747 1687 1645 323 1411 1264 1146 537 609 489 294 498
is_linear=0
shrinkage=0.00129368


Tree=1443
num_leaves=31
num_cat=0
split_feature=1429 1213 14 4 480 1374 457 457 133 133 52 123 124 484 1374 3 1 12 47 2 2 43 2 16 16 0 160 43 12 13
split_gain=0.000655824 0.000693088 0.000657497 0.000594725 0.000848618 0.000669748 0.000538741 0.000598278 0.000505261 0.000430713 0.000493848 0.000548763 0.000638019 0.00048842 0.000480999 0.000686713 0.000502856 0.000510965 0.000538793 0.00069958 0.000487524 0.000323358 0.000319544 0.000298242 0.00036914 0.000265061 0.000257725 0.000243128 0.000498533 0.000227989
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.51060500000000009 0.086640000000000009 0.09309000000000002 -0.098834999999999992 -0.066264999999999991 -0.26719999999999994 -0.16268499999999997 0.16064500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0043499999999999988 -0.094679999999999986 0.084925000000000014 0.12485500000000001 0.092365000000000017 0.09550500000000002 0.084925000000000014 0.085355000000000014 -0.089949999999999988 0.099990000000000009 0.041215000000000009 -0.097709999999999977 0.024745000000000003 -1.0000000180025095e-35 -0.073139999999999983 0.10129000000000001 -0.010384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 -10 11 12 -11 -14 -15 16 17 18 19 -16 -17 -21 27 24 -22 -25 -12 28 -19 -13
right_child=1 2 -4 -5 -6 -7 7 8 9 10 26 29 13 14 15 20 -18 22 -20 21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010523021310665937 -0.00082242081951211412 0.00099957320812924964 -0.0008937383723366571 0.0010152247482733353 -0.0011594918873353438 -0.0010619054521495675 -0.00098053231855197223 -0.00079516796536832082 0.00097369426640917499 -0.00077169155109343816 -0.00078922262519591469 0.0012869348300274463 -0.00081155855131719576 -0.00043819546229002424 -0.0004217409944259392 0.0013652138045382165 0.0010280190255747125 0.0005630003971784141 0.0010687495861264526 -0.00018704594211249365 0.00032972460045066894 0.0005317376638922488 -0.00096959927404145806 -0.00049611644719243402 0.0012751873632919969 0.00051163124151203793 1.7130562147552276e-05 -0.00067286888667286195 -0.00067785091631843391 0.00036896266524080458
leaf_weight=0.0012129727129256409 0.0019665267647859521 0.0012457893091539765 0.001468896621693804 0.0012387138930480259 0.0011425927480384476 0.0010091663974201017 0.0010461818929604618 0.0012134452673850929 0.0011318254740837466 0.0015619879804615868 0.0017574521654716846 0.0010809639950974947 0.0010017895608482588 0.0022285768961225463 0.00343556509594245 0.0013655871096935881 0.0010611048531341529 0.0016683266245114403 0.0012422754349206153 0.0016233134149299371 0.0021805702745805178 0.0050304000629088925 0.0011946181682600532 0.0010254845205110996 0.0012880953710814325 0.001021705753927904 0.0013935598930774331 0.0011738371664796734 0.0010249696192637381 0.0010418660698432438
leaf_count=181 592 56 111 179 216 53 155 189 34 57 225 127 196 61 255 27 47 66 47 97 76 277 130 37 40 25 62 162 50 80
internal_value=0 -9.11241e-06 2.73213e-05 5.9208e-05 3.04582e-05 6.44078e-05 9.3523e-05 6.36568e-05 9.33845e-05 0.000123728 9.57638e-05 0.000149039 9.89446e-05 0.000148278 0.000184475 0.000241496 9.37969e-05 3.33267e-05 0.000198559 9.14139e-05 0.000616127 0.000356375 -0.000336573 0.000430672 0.000680824 6.82733e-06 -0.000432607 -0.000141021 9.0778e-05 0.000836402
internal_weight=0 0.0458652 0.0438987 0.0424298 0.0411911 0.0400485 0.0390393 0.0377935 0.0367473 0.0355339 0.0344021 0.031251 0.0291282 0.0275662 0.0265644 0.0243359 0.0174544 0.0163933 0.0113316 0.0100893 0.00688144 0.00665371 0.00506175 0.00551586 0.00346867 0.00204719 0.00315101 0.00386713 0.0026933 0.00212283
internal_count=3910 3729 3137 3026 2847 2631 2578 2522 2367 2178 2144 1857 1650 1593 1397 1336 1131 1084 676 629 205 374 408 178 116 62 287 278 116 207
is_linear=0
shrinkage=0.00140032


Tree=1444
num_leaves=20
num_cat=0
split_feature=457 484 52 50 42 12 1 133 123 2 156 3 12 2 52 0 52 48 2
split_gain=0.000116788 0.000153899 0.000114909 0.000190628 0.000155422 0.000164664 0.0003406 0.000244612 0.000223003 0.000248959 0.000117258 0.000122321 0.000130888 0.000169333 0.000108193 0.000120492 0.000312917 0.000167806 4.14237e-05
threshold=-0.098834999999999992 -0.0043499999999999988 0.18936500000000003 0.09525500000000002 -0.11403999999999999 0.10333000000000002 0.11167500000000001 -0.091614999999999988 1.0000000180025095e-35 0.11934000000000002 0.091280000000000014 0.10420500000000001 0.092365000000000017 0.10274500000000002 0.071660000000000015 -0.10071499999999999 -0.082554999999999976 0.086125000000000021 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 9 10 11 12 13 14 15 17 -17 18 -9
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0016364181141383005 -0.0016601332649322268 -0.0018734078584426534 -0.0013491677115739791 0.0022145162806215938 -0.0020971734813790676 -0.00063790721060039872 0.0033030935175832016 0.00038121342879050488 0.0023527188834165927 -0.002187237895597288 -0.0014104759500827159 0.0015528094661638051 -0.0010954829453768153 0.0022912697481093361 0.001209719996177618 0.00073495521104642505 -0.0031745278015263279 -0.0013221995206846012 0.0016427362928040879
leaf_weight=0.0010223846900481162 0.0014964409697841774 0.0010697526001680951 0.0014820244291203549 0.0010246195184822051 0.0013855760950984832 0.001080669831606206 0.0011381983668590223 0.0013370387056852433 0.0010431763762088079 0.0012626083573319411 0.0011158657406431247 0.0016778843372026184 0.0019205205436213521 0.0010090733611693992 0.0017104966122193296 0.0010444404892528941 0.0010258584500861569 0.0011190203342392735 0.0012955020151839136
leaf_count=83 596 162 351 185 331 202 91 27 243 140 170 99 294 72 329 155 290 35 55
internal_value=0 -9.83355e-05 4.4305e-06 9.87878e-05 -8.34058e-06 9.57588e-05 0.00138368 -7.28683e-05 0.000107373 -5.39602e-05 0.000149235 0.0002926 9.04881e-05 0.000357151 9.80463e-05 -0.00022857 -0.00120224 0.000308751 0.00100202
internal_weight=0 0.0242388 0.0227423 0.0212603 0.0202357 0.0191659 0.00221887 0.0169471 0.0155615 0.0145183 0.0132557 0.0121398 0.010462 0.00854143 0.00753236 0.00582186 0.0020703 0.00375156 0.00263254
internal_count=3910 3827 3231 2880 2695 2533 293 2240 1909 1666 1526 1356 1257 963 891 562 445 117 82
is_linear=0
shrinkage=0.00502775


Tree=1445
num_leaves=18
num_cat=0
split_feature=4 11 16 2 4 0 16 1 0 2 0 0 0 4 15 0 13
split_gain=9.84627e-05 0.000177853 0.000145965 0.000189227 0.000231596 0.000202634 0.000244407 0.000200623 0.000342096 0.000191648 0.000157912 0.000173255 0.000359928 0.000141725 0.000234668 0.000130364 3.78197e-05
threshold=0.27608500000000008 0.077165000000000025 -0.38486499999999996 0.10910500000000002 -0.49837999999999999 -0.017269999999999997 -0.15168999999999996 0.10956 -0.070894999999999986 0.12547000000000003 -0.081964999999999996 -0.084304999999999977 -0.10131499999999999 0.0057500000000000008 -0.096369999999999983 -0.14070999999999997 -0.081284999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -4 6 -6 8 10 -5 11 12 13 14 -8 -2 -1
right_child=15 -3 3 9 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0019975272898612477 -2.9558654703766872e-05 -0.0021209664652821576 -0.0024381712792401434 0.0022416725945643011 0.0016209043175918231 0.0016715027459167809 0.0010227094612896683 -0.002263313671742036 0.0024329012232859296 -0.00020103669359463515 -0.0022608116798500232 0.0013201947325694665 -0.0027812477312688442 0.0011286270189358766 -0.0020640333471487085 0.0020254662499727279 -0.00062664468238637005
leaf_weight=0.001030922510144805 0.0019567587547361515 0.0010964352363848065 0.0010326277880483544 0.0018806742718306809 0.0016360573729888852 0.0016728958664031608 0.0011154587338837452 0.0013684051823679164 0.0010997124915761445 0.0014286946857265947 0.0011721669536840498 0.0013956279579550313 0.0014944122248568663 0.0018607909517420751 0.0014090420008099356 0.0012978937657703712 0.0010042465424799875
leaf_count=82 145 212 103 233 69 85 46 121 159 187 684 291 917 73 119 296 88
internal_value=0 -0.000147844 -4.28335e-05 9.72801e-05 -0.000139113 2.77861e-05 -0.00019129 -0.000462905 -0.000204852 0.00118713 -0.00054824 -0.000272319 -0.000650324 7.58489e-05 -0.000700146 0.000789946 -0.00132107
internal_weight=0 0.0216982 0.0206017 0.0185666 0.0152572 0.0142246 0.0125517 0.0109156 0.00954721 0.00330937 0.0084475 0.00727533 0.0058797 0.00438529 0.0025245 0.00325465 0.00203517
internal_count=3910 3469 3257 3087 2667 2564 2479 2410 2289 420 2130 1446 1155 238 165 441 170
is_linear=0
shrinkage=0.00502775


Tree=1446
num_leaves=30
num_cat=0
split_feature=14 1213 133 133 123 124 3 1374 1 130 48 14 3 49 3 16 160 16 1374 0 42 4 15 52 4 4 42 15 52
split_gain=0.000534022 0.000535616 0.000374629 0.000521568 0.000601844 0.000435786 0.000446975 0.00036974 0.000320404 0.000315247 0.000403497 0.000354764 0.000453556 0.000719352 0.000381172 0.000486193 0.000351372 0.000266684 0.000265656 0.000445426 0.000263803 0.00041857 0.000617081 0.000397715 0.000268395 0.000232421 0.000522052 0.000210646 0.000165798
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 1.0000000180025095e-35 -0.013479999999999999 0.16699000000000003 0.086000000000000007 0.087480000000000016 -0.0015749999999999998 0.12649500000000002 -0.46795499999999995 0.10420500000000001 0.0037600000000000003 -0.15327499999999997 0.032820000000000009 -0.083654999999999993 -0.006474999999999999 -0.094679999999999986 -0.23029999999999998 0.088235000000000022 -0.078094999999999984 -0.029114999999999999 0.085110000000000019 0.05309500000000001 0.08734500000000002 0.092145000000000019 -0.10312999999999999 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 7 9 -4 -7 11 -11 14 28 15 -13 -16 -6 -18 -20 21 23 24 -21 -23 26 -22 -26 -14
right_child=-2 2 3 4 17 6 -8 -9 -10 10 -12 12 13 -15 16 -17 18 -19 19 20 25 22 -24 -25 27 -27 -28 -29 -30
leaf_value=-0.00074982887128388056 -0.0009034305827623348 -0.00070956590271340533 0.00021053989626631408 -0.00082202639191946759 0.0010346693730092177 -0.00057918006108042934 0.00066430453452003913 -0.00084794532054214156 0.0011021595909729185 -0.00072244965246074007 -0.00065614311727618722 0.0011613191259091759 0.0011706204106234678 -0.00040253818227187156 -0.00067178399160698729 -0.00011949797118655815 -0.00052411385869703371 0.00013825575355480476 0.00082684202496929784 0.00058956082886202853 0.00065205428421818328 -0.0006954275137374574 -0.0011744234600071599 -0.00044110212450806382 -0.000323986265210903 0.0006671153481469282 -0.00054590294535047587 0.00046358212212949584 0.00052131671031236608
leaf_weight=0.0016565716209866179 0.0012249410506907079 0.0011938340567089747 0.0016854257599918645 0.0012473352535233842 0.0014005455142429568 0.0017120059100613752 0.0016802937082694971 0.0010149486637441299 0.0012881221800167264 0.0010027211318117671 0.0015126398263269883 0.0011075629423475839 0.0015207700554782377 0.0011284183813131676 0.0015515549108123241 0.0010420060737601489 0.0015610955018914305 0.0010534312113449342 0.0012522142104032128 0.0019651169777863313 0.001234575975780249 0.0010044962815196597 0.0013613994901487281 0.0010357311712354544 0.0010729682957317799 0.0015629816878046654 0.0014135046199183071 0.001442084735682081 0.0013402987756236931
leaf_count=578 126 205 150 61 203 193 125 93 74 25 60 48 35 30 425 109 33 88 27 129 143 191 188 64 35 48 308 65 51
internal_value=0 -9.1147e-07 3.22712e-05 5.674e-05 8.40125e-06 -4.27621e-05 -9.83443e-06 -5.05237e-05 0.000596784 -2.03515e-05 1.77463e-05 6.09401e-05 9.57026e-05 0.000507517 7.40775e-06 0.000540442 -6.22126e-05 0.000649861 1.2365e-06 6.26915e-05 -1.64362e-05 -0.000161743 -0.000404945 0.000233831 -0.000107303 0.000255533 1.26032e-05 0.000127591 0.000866447
internal_weight=0 0.0390447 0.0373881 0.0361942 0.0332207 0.0307667 0.0295194 0.0278391 0.00297355 0.0268241 0.0251121 0.0235995 0.0225968 0.00398949 0.0186073 0.00214957 0.0164577 0.00245398 0.0149062 0.0133451 0.0120929 0.0078818 0.00488095 0.00300085 0.00351955 0.00421106 0.00264808 0.00251505 0.00286107
internal_count=3910 3784 3206 3001 2777 2486 2425 2300 224 2207 2014 1954 1929 116 1813 157 1656 291 1231 1198 1171 672 479 193 291 499 451 100 86
is_linear=0
shrinkage=0.00134594


Tree=1447
num_leaves=31
num_cat=0
split_feature=1429 1213 453 4 480 1374 133 1 43 51 48 403 48 133 130 0 12 1186 159 15 42 42 3 16 16 0 13 16 1 2
split_gain=0.00064056 0.000655591 0.000687244 0.000968328 0.000927491 0.000669986 0.000567224 0.000621345 0.000519199 0.000538224 0.000716027 0.000407203 0.000387986 0.000376929 0.00103734 0.000547361 0.000701552 0.00047544 0.000443167 0.000433251 0.000444887 0.000408809 0.000399965 0.000511601 0.000417677 0.000477316 0.000365084 0.000353293 0.000307497 0.000432567
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.096095000000000014 0.51060500000000009 0.086640000000000009 0.09309000000000002 -0.26719999999999994 0.10420500000000001 -0.24333999999999997 0.11024000000000002 0.097720000000000015 -0.014459999999999999 0.10361000000000002 -0.085714999999999986 -0.0015749999999999998 0.18055000000000002 0.10595000000000002 0.083980000000000013 0.09141500000000001 -0.11739999999999999 0.092395000000000019 0.091145000000000018 0.097615000000000021 -0.38486499999999996 0.15737500000000001 -0.077944999999999987 -0.39373999999999992 -0.53257999999999994 0.095575000000000007 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 6 -3 13 -9 12 -11 -2 -10 17 -15 16 18 -8 19 -16 21 22 23 -21 25 28 -24 -14 29 -25
right_child=1 2 -4 -5 -6 -7 7 8 9 10 -12 -13 27 14 15 -17 -18 -19 -20 20 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0009860258357147233 -0.00014118034506048973 -0.00071213470930839155 -0.0010268391194639876 0.0011980040671708124 -0.0011060201995299916 -0.0009611722783108526 2.423764880396855e-05 -0.00027861103649407123 0.00084336315695728459 -0.00087335363909778489 0.00047823646128697693 -0.0013195974269584133 0.00072907440028697286 -0.0011618597950847284 -0.00076717364902338929 0.00076710287944711201 -0.0011126707660332183 0.0011550161110828374 -0.00073866272625623772 -0.00085293063176899119 -0.00059524416956386684 0.00091667155749154011 0.001130925706873959 -0.00059864894097812573 -0.00067404059328877617 0.00073000921641331869 0.00014580618348955835 -0.00036088178479975797 0.000728031981489858 0.00011916225816562724
leaf_weight=0.0011915082009305846 0.0010075170168796221 0.00152843771553579 0.0010562004019405427 0.0012440430612947742 0.0012432755267018222 0.0011113010667713743 0.0016636158486701405 0.001914391747838807 0.0054111391644598439 0.0010644590510509033 0.0019018913140058658 0.0010351879440784187 0.0010129648954979587 0.0013867798798723454 0.0010480117964480817 0.0015624557039464184 0.0010148645080263466 0.0010599224372853655 0.0012921074092870901 0.0010822863679429287 0.0014604771781256401 0.001168929229748982 0.0011644272562989499 0.0018942822496974439 0.0011265937189424155 0.002139594776487762 0.0014973831104043702 0.0010593070984368236 0.0010052577874386523 0.0064025495547376243
leaf_count=181 290 202 36 177 220 56 148 28 366 34 56 302 24 145 118 24 103 22 173 53 254 31 16 113 127 112 44 35 29 391
internal_value=0 -6.71277e-06 2.54166e-05 4.98639e-05 1.75608e-05 5.00675e-05 7.69125e-05 0.000106813 0.000353144 0.000468882 -6.77446e-06 -0.00073837 0.000657427 -2.07925e-06 -5.23927e-05 1.20934e-05 -4.08143e-05 0.000464304 1.02991e-05 5.87108e-05 0.000104405 0.000162858 0.00010884 1.75986e-05 9.25621e-05 0.000168045 0.000576753 0.000171909 3.87861e-05 -4.4724e-05
internal_weight=0 0.0485597 0.0465169 0.0454607 0.0442167 0.0429734 0.0418621 0.0403337 0.0123642 0.0104498 0.00296635 0.0020427 0.00748341 0.0279695 0.025246 0.0238592 0.0222968 0.00272354 0.0212819 0.0199898 0.0189418 0.0174813 0.0163124 0.0136506 0.0125683 0.0114417 0.00266181 0.00207227 0.00930209 0.00829683
internal_count=3910 3729 3137 3101 2924 2704 2648 2446 543 515 90 592 425 1903 1733 1588 1564 170 1461 1288 1170 916 885 825 772 645 60 59 533 504
is_linear=0
shrinkage=0.00131955


Tree=1448
num_leaves=20
num_cat=0
split_feature=147 52 160 484 43 40 42 156 47 47 16 15 12 16 2 3 48 403 2
split_gain=0.000100924 0.000150681 0.000172336 0.000318745 0.000221028 0.000192771 0.000155446 0.000188313 0.000146878 0.000382897 0.000241631 0.000174002 0.000142783 0.000175598 0.000168491 0.000156089 0.000151364 0.000108008 8.87676e-05
threshold=0.088565000000000019 0.28122000000000008 -0.087874999999999995 -0.0043499999999999988 0.19761500000000001 -0.080519999999999994 -1.0000000180025095e-35 0.091280000000000014 0.09550500000000002 0.084155000000000021 -0.14259999999999998 -0.10469999999999999 0.088325000000000015 0.032820000000000009 0.086650000000000019 -0.078494999999999995 0.088465000000000002 0.03138500000000001 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 17 8 9 11 -10 -8 13 14 -13 18 -16 -7 -14
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12 12 15 -15 16 -17 -18 -19 -20
leaf_value=0.0011728526610115975 0.0011889520352401965 -0.0013755914580406885 -0.0022429445160606332 0.0016513769521687978 -0.0017094424893537986 -0.0014559049944469396 0.0018392156317984191 -0.0013428210789168771 -8.8822853907828274e-05 -0.0020240677810616221 0.0024261621284835336 -0.00079133571316151779 0.0022785822771991121 -0.0016097654182258693 0.0016919411017151304 -0.0004242620078354974 -0.00024971695371513273 0.00012231102598138851 0.00072450418067102334
leaf_weight=0.0018200293882899557 0.0010394014816353927 0.0013187842364399396 0.0010358859735856802 0.0011994717004659558 0.0011066788959970255 0.0017383593456405588 0.0011179031734313534 0.0011856639644366737 0.0011770684826194477 0.0011782308959479302 0.0012254217929186248 0.0017790836927558153 0.0010022812870336129 0.0011320404073020818 0.0013728086956306118 0.001100543697940215 0.0011677008915209619 0.0011209668170999443 0.0013633712056315694
leaf_count=388 168 360 414 183 203 579 146 203 58 46 84 238 133 83 126 188 61 146 103
internal_value=0 -7.26738e-05 2.61113e-06 -9.87946e-05 1.24403e-05 0.000113473 9.02687e-06 0.000172489 0.000304436 0.00011386 0.00119398 0.00036486 0.000180041 -0.000219944 0.000144288 0.000809138 0.000799492 -0.000837183 0.00138294
internal_weight=0 0.0241423 0.0228235 0.0210035 0.0199676 0.0188609 0.0176614 0.0148021 0.0136165 0.011214 0.00240249 0.0100357 0.00891783 0.00545163 0.00431959 0.0034662 0.00254051 0.00285933 0.00236565
internal_count=3910 3742 3382 2994 2580 2377 2194 1469 1266 1124 142 1078 932 508 425 424 187 725 236
is_linear=0
shrinkage=0.00396435


Tree=1449
num_leaves=31
num_cat=0
split_feature=1213 1429 4 480 1374 457 133 133 160 475 160 151 403 123 124 150 47 42 42 4 47 403 43 2 48 52 160 3 2 160
split_gain=0.000620203 0.000607893 0.000452827 0.000721712 0.000489775 0.000466712 0.000418013 0.00048193 0.000349435 0.000490949 0.000428091 0.000419682 0.000344675 0.00034701 0.000534562 0.000502583 0.000643711 0.000659184 0.000568791 0.000617178 0.000403067 0.000420078 0.00059017 0.000380053 0.000504881 0.000563547 0.000565624 0.000321229 0.000371364 0.000389333
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.087785000000000016 -0.098834999999999992 -0.26719999999999994 -0.16268499999999997 -0.091109999999999983 -0.08459499999999999 -0.08044999999999998 -0.010684999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09550500000000002 1.0000000180025095e-35 -0.09602999999999999 0.25367000000000006 0.086785000000000015 0.088015000000000024 -0.16369999999999998 0.11339500000000001 0.095825000000000007 -0.089799999999999977 0.10070500000000002 0.096385000000000012 0.096970000000000015 0.031805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 11 -10 -11 -9 -12 14 -14 -16 18 -18 -17 20 21 22 -20 24 25 -24 27 28 29 -27
right_child=1 2 -4 -5 -6 6 7 8 9 10 12 -13 13 -15 15 16 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00089049065856202563 -0.0011362682244774919 0.0010809318099314156 0.0010110257940522433 -0.0012078217266388953 -0.00097002891611673722 -0.0008378176043055427 0.0010587806898610757 0.00026740612149206129 -0.00088728145131371325 0.0010515964052225642 -0.00073864374012827939 -0.00095997886211753719 -0.00086899916238923993 0.00077873679604889426 -0.00077961412401920374 -0.0008940550457248004 0.0012088673058184857 -7.7030813542554124e-05 0.0010016812892563363 0.0010241582365415425 -0.00071001398919580123 -0.0006683500418753289 -0.00085735314500264177 -0.00061214324030266264 0.0011387328132213658 0.00012504672326233462 -0.00069064881269091172 0.0010774765333036636 -0.00054344005292422237 0.0011163788644366346
leaf_weight=0.0018527872587222041 0.0010438202199758708 0.0010253345980153475 0.0010639910943363575 0.0010890464558846796 0.0010649794494920197 0.0011945288126624645 0.0011056749062960938 0.0010481571149298929 0.0011446515667905546 0.0011014725858494714 0.0011120776524763945 0.0016438633024677121 0.001300434841595254 0.001732913931248802 0.0013271465834867593 0.00132061818187612 0.0024995541013659297 0.0014456105343079173 0.0018394666060426159 0.0016366185513556611 0.0014670799646056545 0.0014020718286094089 0.0012998232246359534 0.0015838971777588631 0.0011356069370549457 0.0028477742984054418 0.0013084454332452644 0.0012937896971081386 0.0011123372565259859 0.0013377833187622201
leaf_count=592 181 51 179 221 87 202 38 45 189 82 467 264 36 190 64 107 52 71 41 120 27 70 125 89 21 178 46 22 28 25
internal_value=0 5.8223e-06 3.52689e-05 8.93258e-06 4.35019e-05 7.24658e-05 4.39345e-05 7.39879e-05 4.19071e-05 8.70477e-05 0.000124094 -0.000482088 8.88697e-05 0.000121865 7.83482e-05 0.000127909 0.000179094 0.000737681 6.65755e-05 0.000136033 4.86197e-05 0.00012203 0.000202572 7.92498e-05 0.000185204 6.7504e-05 0.000219672 0.000400371 0.000235016 0.000441895
internal_weight=0 0.0415286 0.0404848 0.0394208 0.0383317 0.0372667 0.0362414 0.0350469 0.0339412 0.0312492 0.0301045 0.00269202 0.0290031 0.027891 0.0261581 0.0248576 0.0235305 0.00394516 0.0195853 0.0182647 0.0166281 0.015161 0.0137589 0.0119195 0.0103356 0.00919995 0.00790013 0.00659168 0.00529789 0.00418556
internal_count=3910 3318 3137 2958 2737 2650 2599 2397 2359 2050 1861 309 1779 1312 1122 1086 1022 123 899 792 672 645 575 534 445 424 299 253 231 203
is_linear=0
shrinkage=0.00151575


Tree=1450
num_leaves=31
num_cat=0
split_feature=401 151 3 39 42 1429 4 483 41 50 47 150 158 457 457 43 4 160 133 0 403 475 15 42 151 49 3 151 49 16
split_gain=0.000984216 0.0010235 0.000702183 0.000680356 0.000727636 0.000668727 0.000733017 0.000933513 0.000860787 0.000546574 0.000669279 0.000536456 0.000498944 0.000453017 0.000483098 0.000444121 0.00108795 0.000493337 0.000510853 0.000547894 0.000448248 0.000815158 0.000571877 0.000906315 0.000589282 0.0007373 0.000408807 0.000430234 0.000478832 0.0003871
threshold=0.10072000000000002 -0.52174999999999983 0.31335500000000011 0.15608500000000003 -0.11403999999999999 -1.0000000180025095e-35 0.27608500000000008 0.088030000000000011 0.078610000000000013 0.11384500000000002 0.096475000000000019 -0.18357499999999996 0.085745000000000002 -0.0015249999999999997 -0.098834999999999992 -0.50992999999999988 -0.51381999999999983 -0.091109999999999983 -0.21767499999999998 0.15480500000000005 -1.0000000180025095e-35 -0.085454999999999989 0.10043500000000001 0.079890000000000017 0.056555000000000001 -0.062504999999999991 -0.12008499999999998 -0.083919999999999981 -0.047309999999999998 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 11 10 -8 -7 13 14 -13 -15 -17 -18 -19 20 -20 -22 24 -24 26 -26 -23 -28 -29 -4
right_child=-2 2 29 -5 5 6 9 -9 -10 -11 -12 12 -14 15 -16 16 17 18 19 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0015097902382944335 -0.0015061943338180363 -0.0009428379786985794 0.00021851712799828617 0.001229223160669193 -0.0011569928969224835 0.0010420272702129315 0.0014016412932662296 -0.0013301664554365518 -0.0013320179758979076 -0.00038991730718849278 4.5734800378269926e-05 3.3910481332558188e-05 -0.00091575501346968259 0.0010527138422321998 -0.0014065813099906662 -0.0013853519388634127 -0.00070346811989673887 -0.00082000278664536507 -0.00062658995548467108 0.0012130261691499146 -0.0010697732456130182 0.0013107756496286769 -0.0014076482950891971 0.0006006109337237755 -0.0011272606210352386 0.00061214055071713916 -0.00032200041250393966 0.0011784181543398663 0.00037446387212219012 0.0015461666036037781
leaf_weight=0.0010671635872707688 0.0010763523276881284 0.0020664511448914421 0.001029886824237991 0.001021795154358073 0.001170150560747151 0.0012426574709394336 0.0022690985626069296 0.001302295925438123 0.0011207791058405183 0.0010352802570903208 0.0014114322846554561 0.0012164834007322156 0.0013430067428232819 0.0011149538122037219 0.0010257616633365654 0.0011965236734590044 0.0016389858071738086 0.0011890598706925095 0.0015965560689359939 0.0012544881855882642 0.0011117418708095341 0.0012867213634226533 0.0011468217560377516 0.0010104031921560619 0.0013067391525636296 0.001051019625569082 0.0017340098947613561 0.0020820697906938088 0.011846009373573524 0.0010706757728653473
leaf_count=65 194 195 70 34 180 20 259 251 103 17 35 49 258 22 144 47 244 152 632 24 97 40 34 54 30 23 108 46 414 69
internal_value=0 -1.19404e-05 2.07532e-05 -1.8504e-05 -4.63593e-05 -3.97025e-06 2.77513e-05 -4.39218e-05 1.95192e-06 0.000602514 0.00088167 4.41931e-05 7.88516e-06 4.56943e-05 -0.000625072 9.48999e-05 5.86392e-05 0.000119789 0.000170485 0.000216805 0.000165103 0.000221092 0.000287954 -0.000467018 0.000372311 -0.000351887 0.000473054 0.000404231 0.000494645 0.000895232
internal_weight=0 0.049959 0.0488919 0.0467913 0.0457695 0.043703 0.0425329 0.0378171 0.0365148 0.00471581 0.00368053 0.035394 0.0341514 0.0328083 0.00224225 0.0305661 0.0294511 0.0282546 0.0266156 0.0254266 0.0241721 0.0225755 0.0214638 0.00215722 0.0193066 0.00235776 0.0169488 0.0156621 0.0139281 0.00210056
internal_count=3910 3716 3651 3512 3478 3283 3103 2792 2541 311 294 2438 2418 2160 193 1967 1945 1898 1654 1502 1478 846 749 88 661 53 608 568 460 139
is_linear=0
shrinkage=0.00154607


Tree=1451
num_leaves=19
num_cat=0
split_feature=401 453 4 16 151 4 160 133 13 43 43 16 1 43 0 12 1 43
split_gain=0.000134288 0.000113193 0.000201962 0.000230627 0.000163792 0.000252535 0.000181118 0.000161327 0.000138285 0.000156947 0.000180108 0.00045156 0.000190398 0.000178725 0.000198272 0.000153208 0.000147132 2.22093e-05
threshold=0.083100000000000021 1.0000000180025095e-35 0.27608500000000008 -0.077034999999999978 -0.056409999999999995 0.0066400000000000009 -0.092169999999999988 -0.09590499999999999 -0.49820499999999995 0.0016850000000000001 -0.074254999999999988 0.054425000000000008 0.095575000000000007 -0.08921999999999998 -0.017269999999999997 0.092720000000000011 0.089175000000000018 -0.079999999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 -8 -9 10 13 12 16 14 15 -10 -12 -15
right_child=-2 -3 3 -5 6 -7 7 8 9 -11 11 -13 -14 17 -16 -17 -18 -19
leaf_value=-2.9953362389295316e-05 -0.0018671725701834422 -0.0013803621482195818 0.0026716587288741155 -0.00029867797874491981 -0.0019624003207444939 0.0031652187986503347 -0.0020355171553129922 -0.0016816325553641702 -0.0023339813766851927 0.0015754979050031496 0.00030802699582126056 -0.0032327981203156457 0.0015129794568857098 0.0013249278437248893 0.0014422615655414989 0.00040422886650103723 -0.0019237435118538292 0.0023787075667478369
leaf_weight=0.0018512524329671728 0.0010021995904095559 0.0013765882020410061 0.0016306645372669432 0.001188518751984057 0.0014584401952446304 0.0010030269441276829 0.0010315393032373768 0.0011077126784755321 0.0011311295742287113 0.0018876045690612566 0.0018630855579206563 0.0013584075946663221 0.0016726143461260889 0.0011006994476143867 0.0014064885232731861 0.0010238135118096764 0.0013325408682224316 0.0010074174862713097
leaf_count=424 354 97 293 88 423 42 306 33 183 211 465 272 102 217 51 133 93 123
internal_value=0 4.81662e-05 0.000133462 0.00141942 -4.56928e-05 0.00109287 -0.00023266 -7.42279e-05 6.16312e-05 0.000201726 -1.62547e-05 -0.000618376 0.000111138 0.000645032 -5.5499e-05 -0.00103306 -0.000622597 0.0018285
internal_weight=0 0.0244315 0.023055 0.00281918 0.0202358 0.00285428 0.0173815 0.0159231 0.0148915 0.0137838 0.0118962 0.00622665 0.00486824 0.00566955 0.00356143 0.00215494 0.00319563 0.00210812
internal_count=3910 3556 3459 381 3078 466 2612 2189 1883 1850 1639 932 660 707 367 316 558 340
is_linear=0
shrinkage=0.00512831


Tree=1452
num_leaves=31
num_cat=0
split_feature=158 9 14 1429 159 2 133 1365 1213 33 124 42 123 38 480 155 1 48 12 1 13 13 43 42 42 43 1 48 52 160
split_gain=0.00104818 0.00116738 0.000706665 0.000721037 0.000685617 0.000718068 0.000647533 0.000663394 0.00064673 0.000682873 0.000490872 0.00119414 0.00050465 0.000523413 0.000545179 0.000508065 0.000493575 0.000974937 0.000604314 0.00060214 0.000484311 0.000382284 0.00036577 0.00043189 0.000591866 0.000404397 0.000738361 0.000502279 0.000477599 0.000434586
threshold=0.11034000000000001 -0.016839999999999997 0.077685000000000018 -1.0000000180025095e-35 0.087945000000000009 0.10571000000000001 -0.39018999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.007134999999999999 0.51367000000000018 -0.11403999999999999 0.087505000000000013 0.085905000000000023 1.0000000180025095e-35 0.08024000000000002 0.12263000000000002 0.12675000000000003 0.11655500000000001 0.10420500000000001 -0.060719999999999989 -0.016579999999999998 -0.50749999999999995 0.092145000000000019 0.091330000000000008 -0.0037249999999999996 0.090355000000000005 0.086125000000000021 0.086950000000000013 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 21 -5 8 -8 -10 11 -11 13 14 15 16 17 18 19 22 -18 -6 -13 24 25 26 -24 28 -27 -29
right_child=-2 2 -4 4 5 -7 7 -9 9 10 -12 12 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.0015465031362654406 -0.0014812377929669528 -0.0011573217703102847 -0.0010279294610740695 -0.001229274938598403 -0.00056461662354659629 0.001357975049827426 -0.00093680060013451739 -0.0012309926437567213 -0.0011525565868192699 -0.0011789676000857009 0.0011014162352387497 0.00099441694691737733 0.0011641729996582334 -0.00092823018256353975 -0.00078662321360761615 -0.00086071586165811927 0.0015391193100060413 -0.0011787800015128302 -0.00088960063989257918 0.00083923529547934176 0.00029832819738091705 0.00064081911398590171 -0.00047487194247590524 -0.00050908088736480118 0.001316960374440645 0.00067715340970213593 0.00095158664919277086 -0.00092037650789017315 -0.00032549391153384856 0.00022077208996572917
leaf_weight=0.0011482803090667728 0.0011596426257723938 0.0012464682624669368 0.0016410135649984605 0.0010414759261094799 0.0011658286183707789 0.0018244017699045045 0.0015743174435586252 0.001013578061065167 0.0010568355493472117 0.0017273328730976886 0.0011514343711240818 0.0012036826685744009 0.0011082739214567918 0.0011349983956234757 0.0014541124814486652 0.0010808791242327134 0.0012634740533798983 0.0012560025544274813 0.0011332662331753332 0.0037181688993181963 0.0018572587662397657 0.0013653347111843841 0.0046374379018110879 0.0023310365533246715 0.0010633883395740886 0.0066794691182394707 0.0010669282838726701 0.0012638286428243726 0.0013682026833574668 0.0021629328016388172
leaf_count=118 167 178 115 184 126 158 515 62 33 111 14 14 97 49 225 132 47 31 36 143 62 76 573 268 24 129 94 42 59 28
internal_value=0 5.02931e-06 -2.99578e-05 3.49827e-06 3.38297e-05 0.00061856 -2.4923e-05 4.72473e-06 3.50565e-05 7.35774e-05 0.000107094 7.65721e-05 0.000137179 0.000104355 0.000139298 0.00018126 0.000217585 0.000152326 0.000215112 0.000264217 0.000800681 8.56074e-05 0.000166038 0.000117572 0.000197648 0.000128361 -0.000208071 0.000295614 0.000506691 -0.000200097
internal_weight=0 0.0517396 0.0505914 0.0489503 0.0477039 0.00435557 0.0433483 0.0423068 0.0412933 0.0397189 0.0386621 0.0375107 0.0357833 0.0346751 0.0335401 0.032086 0.0310051 0.0278843 0.0266283 0.0254951 0.00312073 0.00253116 0.0217769 0.0205732 0.0182422 0.0171788 0.00570437 0.0114744 0.00804767 0.00342676
internal_count=3910 3743 3625 3510 3332 360 2972 2788 2726 2211 2178 2164 2053 1956 1907 1682 1550 1441 1410 1374 109 202 1231 1217 949 925 667 258 188 70
is_linear=0
shrinkage=0.00154607


Tree=1453
num_leaves=22
num_cat=0
split_feature=3 40 47 50 158 48 1 4 156 0 1 15 3 2 2 51 48 4 16 43 3
split_gain=0.000136726 0.000159604 0.000282746 0.000187592 0.000215544 0.000195396 0.000397457 0.000421896 0.000173746 0.000162461 0.000225526 0.000267363 0.000338309 0.000209658 0.000201934 0.000286693 0.00018907 0.000129774 0.000270889 0.000118518 6.8718e-05
threshold=0.30601500000000009 0.053870000000000008 0.13177500000000003 0.10119500000000002 0.087355000000000016 0.11930500000000001 0.11198000000000001 0.24280000000000004 0.088855000000000003 -0.070894999999999986 0.076710000000000014 0.083935000000000023 -0.084129999999999996 0.10137500000000001 0.086650000000000019 0.089355000000000004 0.083775000000000002 -0.0025899999999999994 -0.057604999999999996 0.088185000000000013 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 10 11 -1 -13 20 17 16 -16 -12 -19 -15 -11
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 13 14 12 -14 19 15 -17 -18 18 -20 -21 -22
leaf_value=-0.00303318350282451 0.0022257367811243504 0.0021839965582983022 -0.0034567299717930752 -0.002689393861076222 -0.0027613982968603882 -0.0023203627450855361 0.00010929839062772454 0.0054967174020578106 -0.0024472529402326556 0.0015249165260059732 0.00088334740280312813 -0.0025684756916011129 0.0022378964860667789 -0.0015354975840766183 0.0010477989334948972 -0.0012504359712746159 0.0045490448927869229 -0.0039090554323703407 0.00054416174388231689 0.0013674286209746842 0.0037130379822037578
leaf_weight=0.0019998738810857314 0.0010074052400783897 0.0011172078740315774 0.0010179509042487203 0.0010330244205385202 0.0010229331919908496 0.0011522435194881711 0.001143956004439727 0.0011283984058231833 0.001062776399165243 0.0012488668193445518 0.0014167565471794319 0.0010357026904637611 0.001279135461181532 0.0011925132410713357 0.0012687338901655743 0.0010131456366239133 0.0011482265955016224 0.0010099733859547655 0.0011322943366565141 0.0010194996819791746 0.0010181771630149499
leaf_count=592 164 77 74 426 335 81 90 157 260 91 296 345 314 185 91 36 60 59 65 32 80
internal_value=0 -0.000124234 -0.000234702 -8.77951e-05 3.84195e-05 0.000179712 0.000330391 0.00278457 -6.58653e-07 0.000164088 -0.000235155 -0.00135898 8.7434e-05 0.00117166 0.000458632 0.00154101 0.00271114 -0.000584543 -0.00155531 -0.000197561 0.00250765
internal_weight=0 0.0244614 0.0233442 0.0223262 0.0212932 0.0202703 0.019118 0.00227235 0.0168457 0.0157829 0.0113038 0.00431471 0.00231484 0.00447906 0.00698913 0.00343011 0.00241696 0.00355902 0.00214227 0.00221201 0.00226704
internal_count=3910 3746 3669 3595 3169 2834 2753 247 2506 2246 1858 1251 659 388 607 187 151 420 124 217 171
is_linear=0
shrinkage=0.00625138


Tree=1454
num_leaves=20
num_cat=0
split_feature=124 12 12 52 376 43 48 159 16 16 2 52 3 48 151 13 2 403 4
split_gain=0.000100814 0.000182049 0.000125528 0.000185198 0.000156376 0.000129439 0.000128738 0.000133817 0.000195722 0.000256424 0.000143108 0.00014945 0.000203775 0.000272394 0.000150025 0.000183879 0.000195499 0.000148849 0.000156306
threshold=0.10230000000000002 0.11655500000000001 0.10333000000000002 -0.40083499999999994 0.048375000000000008 0.098320000000000005 0.12675000000000003 0.10248000000000002 0.22945500000000005 0.10994000000000002 0.11542500000000001 0.09716000000000001 0.099570000000000006 0.087945000000000009 -0.016164999999999995 -0.094679999999999986 0.088585000000000011 0.03138500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 11 12 13 14 -5 -16 17 18 -17
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.0022653467971108215 0.0016348086349888388 -0.0023054955976399534 0.0014449441425505802 0.0020359463967590005 0.0019614092041275307 -0.0016401139056771449 -0.0016370052976838639 -0.0017192302467094838 0.0024772128552713237 -0.0023977608672745344 0.0017892118609656362 -0.0016325758898965161 0.0022632851194525168 -0.0021647354790664307 0.0021014776294222487 -0.0015170865669827274 -0.0023457929384959743 0.0019153408717096634 0.00083198804424685193
leaf_weight=0.0010714241504460832 0.0010014171317775924 0.0010140085535231538 0.0016023305730341287 0.0013442885740859202 0.0011061118018239049 0.0014401686926529536 0.0012375617285265142 0.0010259731880609543 0.0010655004915887676 0.0010763072430580731 0.0016329486392362988 0.0012601655725951325 0.0013304571293313592 0.0013706206413648669 0.0010656313398211799 0.0016711619826260326 0.0010869543462897757 0.0010665082300698181 0.0015582345861172991
leaf_count=350 52 180 266 180 187 236 68 266 65 52 147 448 74 159 75 672 242 130 61
internal_value=0 -9.2992e-05 4.49901e-06 -0.000103304 1.05908e-05 -0.000101606 2.29259e-05 0.000147015 0.000270316 0.000107736 0.000309177 0.00010356 0.000312046 2.87405e-05 0.000414537 7.65284e-05 -0.000324346 0.000187123 -0.000383621
internal_weight=0 0.0240264 0.0230123 0.02141 0.0203386 0.0192325 0.0177923 0.0165548 0.0155288 0.0144633 0.013387 0.011754 0.0104939 0.0091634 0.00779278 0.00644849 0.00538286 0.0042959 0.0032294
internal_count=3910 3858 3678 3412 3062 2875 2639 2571 2305 2240 2188 2041 1593 1519 1360 1180 1105 863 733
is_linear=0
shrinkage=0.00533549


Tree=1455
num_leaves=31
num_cat=0
split_feature=9 14 1365 156 481 1213 156 4 43 2 376 40 2 15 151 159 457 47 47 2 160 12 12 2 3 1 12 3 150 16
split_gain=0.000944147 0.000711801 0.000642657 0.000655713 0.000648512 0.000552351 0.000509793 0.000456965 0.00115057 0.000577525 0.000765481 0.000601306 0.000539359 0.000491577 0.000576349 0.00064646 0.000644595 0.000704476 0.00052627 0.000425993 0.00053478 0.000343457 0.000405561 0.00033662 0.000608227 0.000495156 0.000425137 0.000638994 0.000459874 0.000352664
threshold=-0.016839999999999997 0.077685000000000018 1.0000000180025095e-35 0.11896500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10253500000000002 -0.51381999999999983 -0.17307499999999998 0.092175000000000021 0.048695000000000009 -1.0000000180025095e-35 0.093070000000000014 -0.11739999999999999 0.056555000000000001 0.090405000000000013 0.085980000000000015 0.09550500000000002 0.081905000000000019 0.097940000000000013 -0.065259999999999985 0.089995000000000006 0.095450000000000021 0.10796500000000002 0.10666500000000002 0.13429500000000003 0.098845000000000016 -0.082974999999999979 0.081245000000000026 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 11 12 -9 -11 -13 15 16 17 18 21 -14 -21 -15 -23 24 -22 26 27 -25 29 -29
right_child=1 -3 -4 -5 -6 6 -8 9 -10 10 -12 13 19 14 -16 -17 -18 -19 -20 20 23 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0011293170917822701 -0.00067480710482097767 -0.00091007020110618175 -0.00099281312569104497 -0.00093571254917451717 -0.0010149488029908657 0.00055075427947899537 0.00091315792888795944 -0.00082051995587779859 -0.0012925305642505877 0.0011051653308379455 0.0012594313928952438 -0.00067284114353921326 -0.00056063080207771122 0.0001935454816141194 -0.00079402720389779176 -0.00086906911139352947 0.00099067294781245976 0.00066716823575965181 -0.00086902180883975915 0.00080062485476427748 2.2975927521567539e-05 -0.00097721125552958769 0.0001084350730248583 0.0006672340972979407 0.0011452942408452702 0.00071325797584481762 -0.00097182726200679959 -0.0010535446113668038 0.0002804288085372249 -0.00011987110671322288
leaf_weight=0.001201602189770056 0.0017656808867478882 0.0016370737283455386 0.0011664408752634072 0.0012721560928919953 0.001021297118632746 0.0010300809117325116 0.001236740910650346 0.0016585289822909069 0.0013789702214093069 0.001047025669279388 0.0012512495671658233 0.0016971836914726436 0.0014258637732214594 0.0075934059452081419 0.0012529397170304426 0.0010508485287592509 0.0016116274187738524 0.003100571423372279 0.0012005606387166532 0.0021574974352451823 0.0023989681107181591 0.0010836860887818434 0.0013399993798811072 0.0015411190571774655 0.0012944726756600744 0.0012127674504969765 0.0010553070769825368 0.0015593013108765605 0.0014544355530228259 0.0012848166442085401
leaf_count=121 576 124 73 118 104 10 108 84 43 55 83 153 190 600 56 147 47 82 42 143 172 225 102 61 31 89 100 42 59 70
internal_value=0 -5.43921e-05 -2.52956e-05 -1.27217e-06 2.47371e-05 4.85004e-05 7.82578e-05 5.34852e-05 -0.000504364 8.7705e-05 0.000264518 -5.71139e-05 0.000188756 6.41238e-06 6.96372e-05 0.000133364 0.000199491 0.000110438 -4.34433e-05 0.000126388 0.000196566 5.55033e-05 -0.000376983 8.61318e-05 0.000416325 -6.42858e-05 -0.000201049 -6.17591e-05 -0.000323118 -0.000631762
internal_weight=0 0.0497806 0.0481435 0.0469771 0.0457049 0.0446836 0.042918 0.0416812 0.00240905 0.0392722 0.0176828 0.0215894 0.0164316 0.0199308 0.0182336 0.0169807 0.0159299 0.0143182 0.0112177 0.0153845 0.0139587 0.0100171 0.00242369 0.0118012 0.00369344 0.00810775 0.00689498 0.00583967 0.00429855 0.00284412
internal_count=3910 3789 3665 3592 3474 3370 2794 2686 53 2633 1095 1538 1012 1454 1301 1245 1098 1051 969 957 767 927 327 624 203 421 332 232 171 112
is_linear=0
shrinkage=0.00131955


Tree=1456
num_leaves=31
num_cat=0
split_feature=31 14 1213 1429 1365 38 3 454 150 33 159 4 11 160 158 42 39 150 48 155 130 0 1213 47 43 52 4 4 43 4
split_gain=0.000761632 0.000617839 0.000557772 0.000580893 0.00055846 0.00054249 0.00119705 0.00049904 0.000678002 0.000488878 0.000513841 0.000540109 0.00059012 0.000443615 0.000402931 0.000424829 0.000397108 0.000378261 0.000845779 0.000403639 0.000463156 0.000703928 0.000524868 0.000380745 0.000479786 0.000610832 0.000472598 0.00123311 0.000472803 0.000367551
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.12641000000000005 0.30601500000000009 0.088225000000000012 -0.15013499999999999 -0.007134999999999999 -0.034019999999999988 0.27608500000000008 0.088160000000000002 -0.217635 0.084965000000000027 -0.11403999999999999 -1.0000000180025095e-35 0.086420000000000011 0.087770000000000015 0.08024000000000002 -0.0015749999999999998 -0.081964999999999996 0.045210000000000007 0.09550500000000002 -0.4045149999999999 0.10898500000000001 0.0033150000000000007 0.074650000000000008 -0.091614999999999988 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -10 13 14 -13 -11 15 -12 -17 19 -19 20 21 -18 23 24 -22 26 28 -28 -26 -20
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 11 12 -14 -15 -16 16 17 18 29 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012429788317453864 -0.00084397084023572397 -0.00099955035444286252 -0.0011012745523347558 0.0011600139812495613 -0.0010698632176940018 -0.0010241386208395596 0.0014861029806344395 -0.00093677155353553932 -0.00099091304084682305 -0.0013021507440536221 -0.00071608394289855769 0.0012217573613827323 -0.00018978642066287023 -0.00011389972333001032 -0.00077137576922922777 -0.00061318367919539448 0.00033291160272375196 -0.0010434423789106937 -0.00037612601357881934 -0.00064735879268300127 0.0013401026606960473 -0.0011398930532288618 -0.00059349411080467616 0.0010247634300180174 -0.00027207145319652185 -0.0006446989835737206 -0.0013825836723049738 0.000681907534940743 0.00075782796535514736 0.00059987041305539757
leaf_weight=0.0010043691680927105 0.0018013466446434303 0.0015113494569765065 0.0010327407771078814 0.0012037614386031228 0.0010013778559834199 0.0010070181022712168 0.0012943058771105456 0.0011364748298294805 0.001013875190971624 0.0010633281206785528 0.0013840318947996302 0.0018612743702018366 0.0010083838813841339 0.0019965646277070306 0.0012607954438907379 0.0015080991452691697 0.0019121973956794935 0.0017069955011468343 0.0013806153757007777 0.001020441704907892 0.0010552202372906523 0.0011461718056162687 0.001072656057965359 0.0024034343839272063 0.0011581861097968984 0.0013542838133382426 0.0010448253871206958 0.001644469804721993 0.006557805713398761 0.0022256976905339343
leaf_count=113 578 124 178 28 73 22 141 42 37 170 107 203 32 283 205 29 120 150 46 117 15 63 223 102 85 104 47 46 404 23
internal_value=0 -6.48996e-05 -3.36867e-05 -9.79166e-08 2.67095e-05 5.32198e-05 8.0065e-05 3.3545e-05 6.25774e-05 2.66591e-05 5.55051e-05 0.000109987 0.000725748 -0.000526823 5.07623e-05 8.70368e-05 0.000127916 0.000171433 -0.000181677 0.00026354 0.000311579 -0.000219045 0.000411195 0.000482011 0.000380217 0.000294083 0.000416269 -0.000120174 0.000603238 0.000226227
internal_weight=0 0.0467677 0.0452564 0.043455 0.0424223 0.0414209 0.0404139 0.0391196 0.0379831 0.0367794 0.0357655 0.0327056 0.00286966 0.00305989 0.0298359 0.0285751 0.0271911 0.025683 0.00531331 0.0203697 0.0193493 0.00305837 0.0162909 0.0152182 0.0128148 0.0117596 0.0104053 0.0026893 0.00771599 0.00360631
internal_count=3910 3797 3673 3095 2917 2844 2822 2681 2639 2611 2574 2121 235 453 1886 1681 1574 1545 219 1326 1209 183 1026 803 701 686 582 93 489 69
is_linear=0
shrinkage=0.00148603


Tree=1457
num_leaves=31
num_cat=0
split_feature=453 14 1213 133 52 1 3 52 40 0 43 12 3 51 0 15 47 39 42 51 0 47 15 1 16 160 3 2 2 0
split_gain=0.000712096 0.000534463 0.000529716 0.000431098 0.00051689 0.000394501 0.000485505 0.000524657 0.000449312 0.000372629 0.000657627 0.000365354 0.000352079 0.000346566 0.000381416 0.000315767 0.000346068 0.000377121 0.00030311 0.000268674 0.000447142 0.000344997 0.000426336 0.000360824 0.000257982 0.000257956 0.000437015 0.000301138 0.000292115 0.00017787
threshold=0.096095000000000014 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.51745999999999992 0.10113500000000002 -0.15464999999999998 0.16064500000000001 -0.073884999999999992 -0.017269999999999997 -0.24333999999999997 0.10595000000000002 0.10223 0.08955500000000001 -0.23029999999999998 0.088190000000000004 0.095010000000000011 0.005105000000000001 0.08622500000000001 0.12190000000000002 -0.10462499999999998 0.082465000000000024 -0.07052499999999999 0.11198000000000001 0.032820000000000009 -0.081299999999999983 -0.076539999999999983 0.085155000000000022 0.084805000000000005 -0.089539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 24 11 -7 10 -10 12 13 14 -8 16 17 25 -17 21 -21 23 -23 -12 -6 -16 27 -27 -28 -29
right_child=-2 -3 3 4 5 8 7 -9 9 -11 19 -13 -14 -15 15 18 -18 -19 -20 20 -22 22 -24 -25 -26 26 28 29 -30 -31
leaf_value=-0.00079037887223665053 -0.001275747677034918 -0.00087575964206565242 -0.00078749759359232445 -0.00094926335879720559 0.0012131053350537856 0.0012088917935445436 0.00068503666738311034 -0.0010144344132067017 -0.00080395642527372193 0.00092987189104928121 0.00023488755186789148 -0.00083821820027223245 0.00069194535773697016 -0.0008400934372211796 0.0002266966385690495 -8.0391747116905366e-05 0.00067141861643789857 0.0005062896934053732 0.00082451441211266218 -0.00086331503849600187 0.00044481540286807998 -0.00036493655569556628 0.00081944157176523083 0.0010849259109479198 0.00019493008865763904 -0.00081752070434776573 -0.00053766489690837589 0.00052942954339711137 -0.0014861551230322552 -0.0001799094942680876
leaf_weight=0.0016933037346467663 0.0010002447165362574 0.001511160271242983 0.0012886686966597774 0.0010363811456723928 0.0010165856619490611 0.0011382425275303096 0.0017452182510737544 0.0012206196571056252 0.0014199114459074761 0.001499480757175097 0.0021034528608581127 0.0011170847020631194 0.0016520408139371048 0.0010824018097357882 0.0014719577848420788 0.0016825190711726732 0.0010041976683664031 0.0013097633034335763 0.0015898109836779417 0.0010781613525523426 0.0012414537290315053 0.0020172446134409938 0.0010058003007777927 0.0023179056758074745 0.001196147411711479 0.0012077168446477738 0.0019334053115614052 0.0011268063557367753 0.0011397312594403353 0.0025410476263174669
leaf_count=578 36 125 205 256 29 198 27 318 20 109 97 108 37 78 196 116 93 77 152 25 45 64 36 197 32 235 36 70 74 241
internal_value=0 -7.53299e-06 2.37975e-05 5.81061e-05 8.61226e-05 0.000114466 -5.62884e-07 -6.78106e-05 0.000314512 0.000234248 0.000140982 -1.173e-05 3.5649e-05 -2.51446e-05 2.75114e-05 -4.89548e-05 -0.000162785 -0.000240854 0.000359243 0.000278398 -0.000163206 0.000415998 2.91191e-05 0.000680522 0.000662706 -0.00034473 -0.000450547 -0.000173913 -0.000889431 3.80075e-05
internal_weight=0 0.0433882 0.0418771 0.0401838 0.0388951 0.0378587 0.0240371 0.0218243 0.0138217 0.0126834 0.0111839 0.0206037 0.0194866 0.0178346 0.0167522 0.015007 0.0117346 0.0107304 0.00327233 0.00976402 0.00231962 0.0074444 0.00302304 0.00442136 0.00221273 0.00942067 0.00794871 0.00487557 0.00307314 0.00366785
internal_count=3910 3874 3749 3171 2966 2710 1919 1858 791 593 484 1540 1432 1395 1317 1290 1022 929 268 464 70 394 100 294 61 852 656 546 110 311
is_linear=0
shrinkage=0.00148603


Tree=1458
num_leaves=31
num_cat=0
split_feature=14 124 3 151 1213 155 158 1429 4 1374 480 1365 49 483 150 39 47 16 47 128 42 43 4 3 403 376 40 3 150 151
split_gain=0.00123523 0.00110937 0.00156498 0.00096431 0.000968695 0.00100351 0.0010226 0.000809136 0.000901541 0.000939177 0.00072058 0.000662917 0.000708392 0.000661545 0.00067073 0.000646504 0.00125589 0.000610335 0.000834745 0.000886764 0.000545278 0.000523177 0.00156815 0.000616084 0.000515327 0.000482902 0.000899095 0.000461557 0.00104265 0.000848126
threshold=0.077685000000000018 -0.50873999999999986 0.30601500000000009 -0.52174999999999983 -1.0000000180025095e-35 0.10222000000000002 0.11034000000000001 -1.0000000180025095e-35 0.51060500000000009 0.086000000000000007 0.086640000000000009 1.0000000180025095e-35 0.10513500000000002 0.088030000000000011 -0.094019999999999979 0.16168500000000002 0.13206500000000002 -0.5152199999999999 0.10783500000000001 0.086435000000000012 0.086125000000000021 -0.50992999999999988 -0.51381999999999983 -0.15121499999999996 -0.065924999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.094625000000000015 0.086870000000000017 0.056555000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 24 6 7 -6 9 10 11 12 13 14 -9 16 17 20 19 21 -16 -19 -23 -24 -5 26 -25 28 -28 -29
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 25 -26 -27 27 29 -30 -31
leaf_value=-0.0013020790621596833 -0.0010489051481322881 -0.0012958157128011682 0.001346008360710567 -8.7986490275072433e-05 -0.00095558077222364563 -0.0011133781693987706 -0.0012442928777075708 0.0012172941287644655 0.0012323899141731137 -0.001003909857852935 -0.0008695233222763487 -0.00091866088598912459 0.00075194835205149506 -0.00087655971963173241 0.0012871944031849817 0.0010476031427890825 -0.0012572762148477421 0.00084396803269040177 0.0011445166933480929 -0.0010222482773096962 3.5596089217985067e-05 -0.0012414513207020645 0.00085618555211864169 -0.001114084729640158 -0.0013459947863863459 0.00080901412863686759 0.00010284034541483936 0.00070556075633972212 -0.00084908530872157605 -0.00037407457354633701
leaf_weight=0.0011593016864708252 0.0020923152464753505 0.0010351460524127267 0.0015873026851702656 0.00101547245288236 0.0012765927695171366 0.0013113565896200044 0.0010396997938078014 0.0010592746169209013 0.0013078749844084294 0.001357348784330247 0.0012718306925020842 0.0010170522954067165 0.0036198255898216561 0.0011461016330813747 0.0015354368987472297 0.0013548312609827909 0.0011943841931127954 0.001638266061533499 0.001334051426853832 0.0013204833558015929 0.0010700245386630058 0.0015848394716533138 0.0019870100959167121 0.0011703103226112779 0.0014075082294664467 0.0015645245479163341 0.017516894760970451 0.0046903082997502557 0.0023659556739161749 0.001833373240799574
leaf_count=19 126 64 156 234 114 176 118 19 125 77 203 56 164 121 68 21 20 24 34 123 30 37 56 88 344 86 1034 61 95 17
internal_value=0 2.34712e-06 2.6891e-05 -7.99133e-06 1.46069e-05 5.03029e-05 7.79197e-05 0.000103276 0.000128809 0.000100854 0.000130681 0.000156641 0.000179432 0.00013272 0.000159484 0.000132907 0.000102537 0.000143539 9.92081e-05 6.01159e-05 0.000773181 0.000101722 6.4551e-05 0.000131043 -0.000818763 8.15995e-05 4.03309e-05 9.14934e-05 -1.04339e-05 0.000402147
internal_weight=0 0.0627724 0.0616131 0.0600258 0.0589906 0.0565677 0.0552563 0.0542166 0.05294 0.0516321 0.0502748 0.0490029 0.0479859 0.0443661 0.04322 0.0421607 0.0408059 0.0396115 0.037006 0.035672 0.00260546 0.0343515 0.0327132 0.0311284 0.00242298 0.0291414 0.0275768 0.0264065 0.0198829 0.00652368
internal_count=3910 3784 3765 3609 3545 2967 2791 2673 2559 2434 2357 2154 2098 1934 1813 1794 1773 1753 1655 1621 98 1498 1474 1437 578 1381 1295 1207 1129 78
is_linear=0
shrinkage=0.00134594


Tree=1459
num_leaves=31
num_cat=0
split_feature=158 31 1213 453 1429 4 1374 480 150 124 3 475 39 42 403 133 160 1 48 4 1 2 12 15 133 16 16 42 1374 13
split_gain=0.000981047 0.00116778 0.000901098 0.000787273 0.000708874 0.00097754 0.000767993 0.000778628 0.000680695 0.000659911 0.00106638 0.000801157 0.000591127 0.000904085 0.000499325 0.000506609 0.000711289 0.000625969 0.000728543 0.000615854 0.00061183 0.000832893 0.000548996 0.000465342 0.000976767 0.000614316 0.000827098 0.000599388 0.000634067 0.000519872
threshold=0.11034000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10097500000000002 -1.0000000180025095e-35 0.51060500000000009 0.09309000000000002 0.086640000000000009 -0.096549999999999983 -0.15062499999999998 0.31335500000000011 -0.08459499999999999 0.15608500000000003 -0.11403999999999999 -0.084084999999999979 -0.26719999999999994 -0.10117499999999999 0.10113500000000002 0.11930500000000001 -0.034289999999999994 0.092730000000000021 0.090695000000000012 0.10129000000000001 0.088190000000000004 0.086975000000000011 0.15737500000000001 -0.055679999999999993 -1.0000000180025095e-35 -0.094679999999999986 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 -10 11 -11 13 -13 -15 -16 -17 20 19 -19 22 -22 23 24 27 26 -26 -18 -29 -30
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14 14 15 16 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.001428750993572724 -0.0013390466323364488 -0.00091141292436512861 -0.001039387958095771 -0.0012017543254041422 0.00091552306488428502 0.0012751940847479742 -0.0010886155503294238 -0.0010832741334481425 -0.0010675527175035115 -0.00094907707118381817 0.001428407431171734 -0.00088960725954232442 0.0011371710730303092 -0.00077962178227839038 -0.0006898870536891198 -0.00070273929920192503 -0.00046630677243581186 -0.00018910378399946516 -0.00017645430373047969 0.00097354683576248531 -0.0013930835889082907 0.00023028785885918299 -0.00065984189080757244 0.00066305141120196409 -0.00095853577828742664 -0.0014285089749587283 0.0007797323068265686 -0.00046479722389627297 0.0001370867772254682 0.00081230848480825276
leaf_weight=0.0011520570144383227 0.0011293168212895268 0.0022406785066387816 0.0012155879796081894 0.0010657535397200482 0.0019489860405661466 0.0013246444791763503 0.0012172656352689151 0.0011848158376588222 0.0010466822510606369 0.0015977622699390173 0.0011647878906613221 0.0019694138031410837 0.0010549949904827818 0.0012643440444121126 0.0014643450760973833 0.0018173115927688768 0.0017788917980269261 0.0011182573873753654 0.0021692306619023327 0.0055054400038035967 0.0012563490358772347 0.0013245498532912237 0.0014977275696551598 0.004151714274330586 0.0011707056179499631 0.001111139727445476 0.0010677921430620732 0.0014249855821617556 0.0037627920631627659 0.0060932980884782512
leaf_count=110 167 559 179 27 41 136 57 210 31 209 78 143 22 393 173 224 98 40 44 221 76 38 50 120 30 51 67 15 182 119
internal_value=0 5.53519e-06 -2.42706e-05 1.33988e-05 3.84464e-05 6.4397e-05 3.17738e-05 6.02183e-05 8.91915e-05 5.32527e-05 8.00573e-05 4.3191e-05 8.18564e-05 5.39866e-05 0.000102917 0.000133309 0.000167506 0.00021481 0.000541977 0.00077726 9.80582e-05 -0.000559949 0.000175045 0.00023586 0.000127778 -0.000560313 -0.00012936 0.00030426 0.000425769 0.000554527
internal_weight=0 0.0561623 0.0550102 0.0527696 0.0517038 0.0504882 0.0491636 0.0479463 0.0467615 0.0448125 0.0437658 0.042601 0.0410033 0.0399483 0.0379789 0.0367145 0.0352502 0.0334329 0.00879293 0.0066237 0.0246399 0.0025809 0.022059 0.0205613 0.0164096 0.00334964 0.0022385 0.01306 0.0112811 0.00985609
internal_count=3910 3743 3633 3074 3047 2868 2732 2675 2465 2424 2393 2315 2106 2084 1941 1548 1375 1151 305 261 846 114 732 682 562 148 97 414 316 301
is_linear=0
shrinkage=0.00142833


Tree=1460
num_leaves=31
num_cat=0
split_feature=158 14 453 1213 1429 4 480 1374 38 3 483 150 403 133 160 457 33 1 4 43 49 0 4 16 1 1 0 4 3 12
split_gain=0.000961563 0.000787954 0.000750643 0.000749376 0.00064528 0.000735058 0.00110856 0.000521993 0.000535959 0.00110318 0.000530367 0.000743038 0.000497072 0.00049569 0.000596808 0.000489256 0.000489354 0.000626628 0.000495559 0.000571557 0.000509451 0.000754767 0.000502253 0.000494579 0.000512271 0.000623737 0.000414691 0.000446964 0.000540638 0.000678961
threshold=0.11034000000000001 0.077685000000000018 0.10097500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.090240000000000015 0.11576000000000002 0.30601500000000009 0.088030000000000011 -0.099594999999999975 -0.062634999999999982 -0.26719999999999994 -0.217635 0.53894500000000012 -0.007134999999999999 1.0000000180025095e-35 0.0057500000000000008 -0.14252999999999996 -0.047309999999999998 -0.10209999999999998 0.26048500000000002 0.032820000000000009 0.10080500000000002 0.088495000000000018 -0.087614999999999985 -0.51381999999999983 0.097615000000000021 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 6 7 8 9 10 11 -6 -1 -13 -15 16 -16 26 23 -20 -21 22 -22 24 25 -19 -18 -28 29 -29
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 -12 13 -14 14 15 -17 17 18 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-4.8566824674002036e-05 -0.0012346019420110882 -0.00087869620726506838 -0.0010717194051258186 -0.00091402982558985301 0.0011226676588393168 0.0011371092165458928 -0.0010925684335513083 -0.00078836532979389723 -0.00079571867281023358 0.0012937511798713905 -0.00081452877460055678 -0.00064760511691317889 -0.0012937210312648196 -0.00073411333412762801 -0.00067987546825153925 -0.00061821402511719984 -0.00029591050210073233 0.00056878727341974731 -6.8478573638726181e-06 0.0012823610755989391 -0.0002579555552958825 0.0011162664033251201 0.00069679636911081154 -0.00041593565722660125 0.00097766158015317149 -0.00050218794490789961 -0.00041254933955186287 0.00044968422401707496 0.0010598389158989526 -0.00039446460810748979
leaf_weight=0.001012611155407156 0.0011057498576894078 0.0017102820775956032 0.0010426808598680273 0.0010845260324547903 0.0012370706732554018 0.0011066676930630561 0.0013321480728853271 0.0010658238615659501 0.0010246516446485989 0.0013678820225754276 0.001007525637368444 0.0014144913539091411 0.0011413590490732253 0.0012805391049567341 0.0010357032176830918 0.0012844830990843539 0.0045891014120933308 0.0019912176606915457 0.0022554668414738197 0.0020751500037634605 0.0020216631633189772 0.0023331808240022438 0.0016954902942991623 0.0020171181188701759 0.0014954063660483907 0.0016762751442964685 0.0017968315039205022 0.0045886092038829596 0.0013157597365136553 0.0024439430562668285
leaf_count=210 167 116 27 180 30 173 208 63 24 98 157 177 335 190 41 14 289 78 32 63 32 94 57 162 102 173 18 388 14 198
internal_value=0 -1.53187e-05 1.4372e-05 3.76299e-05 7.21582e-05 9.56895e-05 6.97003e-05 0.000105696 0.000128413 0.000151552 0.000112053 0.000136271 -0.000708357 0.000103566 0.000133166 0.00016525 0.000195442 0.000223514 0.000388577 0.000569313 0.000729243 0.000539534 0.000177532 0.000127268 0.000339494 7.92842e-05 2.67828e-05 0.000172751 0.000298727 0.000156327
internal_weight=0 0.0514437 0.0497334 0.0486907 0.0465367 0.0454522 0.0443455 0.0430134 0.0419476 0.0409229 0.039555 0.0385475 0.00215397 0.0373104 0.0358959 0.0346154 0.0333309 0.0322952 0.017561 0.010381 0.00812548 0.00605033 0.00371715 0.00718002 0.0051629 0.00366749 0.0147342 0.0101451 0.00834831 0.00703255
internal_count=3910 3743 3627 3600 3055 2875 2702 2494 2431 2407 2309 2152 545 2122 1945 1755 1741 1700 793 278 246 183 89 515 353 251 907 618 600 586
is_linear=0
shrinkage=0.00129368


Tree=1461
num_leaves=31
num_cat=0
split_feature=9 1213 38 3 1374 1429 475 151 129 480 2 48 39 151 52 4 12 40 13 15 0 131 151 4 4 4 12 15 13 133
split_gain=0.000674571 0.000573466 0.000551217 0.00144728 0.000545137 0.000552066 0.0004842 0.000498766 0.000524255 0.000451445 0.000460445 0.000761782 0.000581893 0.000563193 0.0003985 0.000504575 0.000375451 0.000427504 0.000727574 0.000521575 0.000415042 0.00035725 0.000333284 0.000324409 0.000301075 0.000266179 0.000816673 0.000380069 0.000347599 0.000256928
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.12641000000000005 0.31335500000000011 0.086000000000000007 -1.0000000180025095e-35 -0.08459499999999999 -0.40391999999999995 0.093990000000000004 0.086640000000000009 0.086545000000000025 0.086125000000000021 -0.037714999999999992 -0.044604999999999992 0.18936500000000003 0.27608500000000008 0.097345000000000015 0.057150000000000006 0.0024700000000000004 -0.10312999999999999 -0.083424999999999985 0.097135000000000013 -0.084764999999999993 -0.0031049999999999997 -0.49837999999999999 -0.41745999999999994 0.095295000000000019 0.099325000000000011 0.019675000000000002 0.086975000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 10 11 13 -12 -9 15 22 17 18 19 -15 23 -18 -14 -21 -24 -26 27 28 29 -27
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 12 -13 14 16 -16 -17 21 -19 -20 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011236324600966488 -0.00081812782742435644 -0.0010181228779967131 -0.00099880193439429079 0.0014284033859634847 -0.00093969063958025797 -0.0007578601491021929 -0.00085818853243892874 0.00094595691375286078 -0.00093574236192035896 -0.00071077111925231301 -0.00079990329680536113 -0.0012639459938112306 -0.00030030675971643713 -0.001008383389793396 -0.00043238925269704887 0.00097157665238226641 -1.8678262281935933e-05 0.00059602976812064661 -0.0014064684662338507 0.00058415119516416173 -0.00077337259474657743 0.00099544641012418731 -0.00020898085344972823 -0.00021937613131404145 0.00099775422467684441 0.00059711636544424059 -0.0005831012467188123 -0.00025609127204130209 0.0013276502415932097 -4.6269217587767709e-05
leaf_weight=0.0010095977495756516 0.0019339112990515986 0.0010949994128202625 0.0011552509723600215 0.0014030851269990477 0.0013472404811986074 0.001613848524393168 0.0012227732864218402 0.0012040384021054793 0.0010329502322687914 0.0013655179425571809 0.0010248873209803824 0.0010242979069164391 0.0018682361071027378 0.0012177641123611886 0.0014104204707885417 0.0023731520707905842 0.0019481962772069936 0.0011105244490323685 0.0011365424723006612 0.0023395642478427651 0.0010484318680525854 0.0011138355612558826 0.00182229077171668 0.0018243867764105026 0.0014055051647119269 0.0070989640922300701 0.0016859005210169151 0.001253252185815513 0.00112125859150325 0.001541158660495423
leaf_count=121 592 179 22 121 99 236 52 68 124 195 31 104 111 33 164 190 91 8 62 173 237 22 38 76 24 256 220 35 37 189
internal_value=0 -5.59235e-05 -2.44325e-05 2.23899e-07 -4.50611e-05 -1.69677e-05 9.25388e-06 4.00548e-05 6.82384e-05 9.5574e-05 0.000125681 -7.82017e-05 0.000251659 1.5635e-05 0.0003016 0.000352926 -7.97837e-05 -0.000231523 -0.000352979 -0.000166772 2.98527e-05 0.000350217 0.00027043 0.000232095 0.000337372 0.000407952 0.000342682 0.000484382 0.000579451 0.000482354
internal_weight=0 0.0487422 0.0468083 0.045653 0.0442499 0.0429027 0.0418077 0.0401938 0.0389711 0.0379381 0.0365726 0.0139676 0.022605 0.0129433 0.0215801 0.0201697 0.0117392 0.00867721 0.00756669 0.00643015 0.00521238 0.00306203 0.0177966 0.00416395 0.0159283 0.014106 0.0127005 0.0110146 0.00976138 0.00864012
internal_count=3910 3789 3197 3175 3054 2955 2776 2540 2488 2364 2169 874 1295 770 1264 1100 702 589 581 519 486 113 910 249 799 761 737 517 482 445
is_linear=0
shrinkage=0.00142833


Tree=1462
num_leaves=22
num_cat=0
split_feature=1213 14 157 475 453 151 49 43 14 4 12 133 15 43 13 16 15 2 3 47 1
split_gain=0.000305274 0.00019316 0.000144181 0.000170128 0.00016967 0.000154281 0.000206296 0.000178907 0.000150208 0.000207241 0.000166712 0.000361281 0.000339727 0.000210538 0.000240801 0.000206263 0.000176674 0.000165069 0.000142092 0.000112521 0.000146001
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.07453499999999999 -0.073614999999999986 1.0000000180025095e-35 -0.051109999999999996 0.11115500000000002 -0.00084499999999999994 -0.24487499999999998 0.27020000000000005 0.086865000000000012 -0.086869999999999989 1.0000000180025095e-35 -0.074254999999999988 -0.098524999999999988 0.24895000000000003 0.088345000000000021 0.10869000000000002 -1.0000000180025095e-35 0.09550500000000002 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 8 -4 -7 10 12 -12 17 15 -15 16 -13 18 -10 20 -20
right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 11 13 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0023741271901996362 0.0024724671596432217 -0.0018060324449452516 2.2583861427185437e-06 -3.9346404306410399e-05 -0.0015776646835830659 -0.001481251179592974 0.0018056878903107633 0.0021497078694576181 -0.0015772447227170049 0.0017344149018410314 0.0023901311858553652 -0.0014300133248084466 -0.0025201104419031147 0.00015994760656437373 -0.0024959724990189971 0.0021425297460886104 0.0010693795339293687 0.0013396656805557004 0.00048320812891603052 0.001063064213715304 -0.0016846708554844668
leaf_weight=0.0010204746107491036 0.0010607384558536243 0.0010144915138962643 0.0015143059263629799 0.0010070227026235659 0.0011749755649111951 0.0014508289306503766 0.0011193463778706577 0.001459641664177668 0.0016029404492514179 0.0012059943081683391 0.0013278601664988565 0.0010835806383324258 0.0014337502767244326 0.0014265555760175578 0.0012076183725278026 0.0011062296911351632 0.0010836719987889487 0.0011495092256152972 0.0012290081575514478 0.0012309457343118169 0.0011539861463347734
leaf_count=592 268 125 273 199 91 89 181 137 225 214 215 193 199 29 475 92 128 64 65 20 36
internal_value=0 6.62842e-05 0.000142176 0.00124919 4.24823e-05 0.000129862 -1.65895e-05 0.00105625 -0.000131879 -1.13429e-05 -0.000151368 0.000327164 -0.000595262 -0.000136527 -0.00105764 0.000604693 -0.000180264 -0.000161774 -0.000492608 -1.15236e-05 -0.000566607
internal_weight=0 0.026043 0.0250285 0.00206776 0.0229607 0.0217858 0.0188118 0.00297395 0.0176925 0.0162417 0.0150357 0.00723552 0.00780014 0.00590766 0.00263417 0.00327348 0.00216725 0.00636639 0.00521688 0.00361394 0.00238299
internal_count=3910 3318 3193 467 2726 2635 2225 410 2044 1955 1741 1132 609 917 504 413 321 410 346 121 101
is_linear=0
shrinkage=0.00437696


Tree=1463
num_leaves=31
num_cat=0
split_feature=9 1429 14 1213 480 4 1365 38 3 11 51 39 3 4 42 39 2 3 15 16 49 51 52 159 2 2 16 16 42 2
split_gain=0.000770748 0.000544204 0.000560296 0.00055243 0.000564955 0.000528176 0.000480644 0.000484393 0.00114589 0.000439751 0.000392168 0.000723464 0.000413121 0.000600068 0.000549072 0.000250207 0.000326798 0.000576837 0.000740235 0.000576964 0.000531825 0.000411832 0.000401543 0.000282848 0.000353142 0.000525831 0.00063474 0.000626654 0.00045434 0.000495692
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 0.50541500000000006 1.0000000180025095e-35 0.11976000000000002 0.30601500000000009 0.088315000000000018 -0.40274499999999996 0.11550500000000001 -0.15002999999999997 -0.48072499999999996 -0.11403999999999999 0.005105000000000001 0.11339500000000001 0.099570000000000006 0.15086500000000003 0.22945500000000005 -0.085974999999999982 -0.0084849999999999978 0.13709500000000002 1.0000000180025095e-35 0.096750000000000017 0.086650000000000019 -0.090809999999999988 -0.014099999999999998 -0.088669999999999985 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 10 -5 12 13 -12 -14 16 17 18 20 -19 -16 -22 -18 24 25 28 -27 -28 -23 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 14 -15 15 -17 22 19 -20 -21 21 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00094521414345900465 -0.00086459060403387081 -0.00061453144372146157 -0.00077034094170203027 -0.00060746178719270404 -0.00066483886321466897 0.00086919155054218547 -0.00076478291515159912 -0.00074999195903402796 0.0011717885095015878 -0.00052957506546794781 -0.00020871923922552628 0.0010608439633581102 -0.0008033764403855522 0.00087971990346956115 -0.00083568050072533207 0.00042138038929691985 -0.00063986774428644369 0.00072855451698618841 0.00088676161772517116 -0.00019903365399145571 0.00049536547967468712 0.00046277846032791333 0.000209323366839125 -0.00061596557264700252 -0.00051952474949519545 0.00073339849712543241 -0.00064380241651488938 0.00044347782208059989 -0.00015653893270290684 -0.0010295135364053445
leaf_weight=0.0010890139069970042 0.001104579515321418 0.0019843881615396177 0.0013711408235754776 0.0011790091363970126 0.0016029516895396242 0.001038489411862741 0.0010363234721610928 0.0010284980076136199 0.001242385974966175 0.0018465637622853128 0.0011181405387787891 0.0010019229762132644 0.001099683442603804 0.0018394122568587854 0.001214422734205022 0.0021852719964999814 0.0021292758862072594 0.0030016006389068641 0.0011398792942145511 0.0013279379153630089 0.0018092759382092307 0.0011794603001682429 0.0011927212233331375 0.0013124340251860498 0.0018753103571058647 0.0024836771299396876 0.0013850436155909973 0.0015336058566575161 0.0042419642293105696 0.0011311430765025832
leaf_count=121 179 578 123 90 227 151 73 21 95 79 25 37 108 69 88 163 106 64 19 28 271 42 31 169 142 94 178 65 359 115
internal_value=0 -5.17354e-05 -3.24397e-05 -1.00361e-05 1.77465e-05 4.4065e-05 2.29256e-05 4.35927e-05 6.48091e-05 2.78664e-05 5.69596e-05 7.98633e-05 5.02591e-05 0.000468222 9.38495e-06 4.00537e-05 9.14227e-06 5.7508e-05 -2.91761e-05 0.000444049 -8.66482e-05 -3.29881e-05 -0.000334976 -9.6117e-05 -4.67853e-05 2.73712e-05 0.000298011 -7.24905e-05 -0.00019576 -0.000340317
internal_weight=0 0.0476365 0.0465319 0.0451608 0.0431764 0.0415735 0.040535 0.0394986 0.0384701 0.0372278 0.0353812 0.0342022 0.0332003 0.00295755 0.0302427 0.029143 0.0269578 0.0236358 0.0193062 0.00432954 0.0181663 0.0169519 0.003322 0.0151426 0.0138302 0.0119549 0.00540233 0.00291865 0.00655257 0.00537311
internal_count=3910 3789 3610 3487 2909 2682 2531 2458 2437 2342 2263 2173 2136 94 2042 1934 1771 1634 1542 92 1523 1435 137 1164 995 853 337 243 516 474
is_linear=0
shrinkage=0.00117172


Tree=1464
num_leaves=31
num_cat=0
split_feature=9 1374 1213 1429 14 1365 38 3 454 150 4 159 2 43 40 48 151 15 15 403 159 43 133 1 1 12 52 16 3 0
split_gain=0.000850563 0.000546381 0.000571085 0.0005928 0.000608514 0.000536775 0.000507544 0.00116476 0.000567839 0.000786502 0.000478278 0.000523799 0.000548816 0.000523315 0.000529509 0.00050363 0.000650751 0.000618355 0.000529411 0.000912833 0.000545139 0.000532445 0.000558757 0.000463591 0.000863581 0.000538276 0.000367201 0.000623146 0.000346574 0.00034851
threshold=-0.016839999999999997 0.098580000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 0.12641000000000005 0.30601500000000009 0.088225000000000012 -0.15013499999999999 0.15927500000000003 -0.034019999999999988 0.086465000000000014 0.19761500000000001 -0.074429999999999982 0.091555000000000011 0.056555000000000001 0.090505000000000016 0.088190000000000004 0.088015000000000024 0.094195000000000015 0.0016850000000000001 0.084760000000000016 0.092550000000000007 0.10080500000000002 0.085845000000000019 -0.030179999999999995 -0.077034999999999978 0.013395000000000002 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 11 12 -11 14 -13 16 17 18 19 20 21 22 23 25 -25 -16 -12 28 29 -28
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 26 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012110962210993071 -0.0008034504170681935 -0.0010988148638076361 -0.0010294909291519549 0.0012941779052528463 -0.00088064329839088304 -0.00092708524634988517 -0.000909485671786766 0.001428398078302923 -0.00090659839096388073 3.7933537016772397e-05 0.0011562916516115918 0.00082942358631160444 -0.0014283902461712243 -0.00087328039743185808 0.0006654278546612167 0.00040642854664551555 -0.00092509063905813686 -0.00089565570853345942 0.00088247049318281869 -0.0013150444460160937 -0.0008738831253251127 0.00092031735366078483 -0.0008163887273945345 -0.001299427474502982 0.00034228609756231198 -0.00031675343990773298 -8.823360730955885e-05 -0.00078369494808963526 0.00088441585015900835 0.00075613322666904733
leaf_weight=0.0011046997054406362 0.0018916474141402176 0.0010045577340420655 0.0011188308841375829 0.0010774516097740152 0.0014698221065780883 0.0011087293334366413 0.0010321413374541058 0.0013126512539169957 0.0012002287039774009 0.0010049516170166353 0.0010161774912194055 0.0017281679795413387 0.0010807663656952626 0.0012701517732027759 0.0043830649688922918 0.0051294096673009095 0.0017617791988726586 0.0014748812455585006 0.0014871423282158966 0.0010196284776595741 0.0010957269444957793 0.0016934790189866442 0.0013072028068610306 0.0010735470699643201 0.0016713516147834895 0.0015377188098781858 0.0031042431625931122 0.0010431749113877231 0.0020958755683864183 0.00146926764772215
leaf_count=121 592 45 179 14 108 70 22 134 41 181 55 111 239 152 124 179 50 255 98 65 151 57 265 35 77 151 142 16 66 115
internal_value=0 -5.63586e-05 -3.43857e-05 -2.59905e-06 2.31333e-05 5.38981e-05 7.97513e-05 0.000104631 6.089e-05 9.10315e-05 5.64144e-05 -3.25766e-05 -0.000721878 2.14044e-05 6.62091e-05 1.04034e-05 -9.93678e-05 -1.24852e-05 7.28239e-05 -1.45426e-05 8.93611e-05 0.000179831 5.40901e-05 0.0001854 -0.000299798 0.00041034 0.000349209 0.000242871 0.000403439 0.000183024
internal_weight=0 0.0486638 0.0476592 0.0457676 0.0446487 0.0431789 0.0420702 0.041038 0.0397254 0.0385252 0.0374477 0.028719 0.00208572 0.0266333 0.0253631 0.0236349 0.0185055 0.0167437 0.0152689 0.0137817 0.0127621 0.0116664 0.00997289 0.00866568 0.0027449 0.00592078 0.00872874 0.00771256 0.00666939 0.00457351
internal_count=3910 3789 3744 3152 2973 2865 2795 2773 2639 2598 2584 2190 420 1770 1618 1507 1328 1278 1023 925 860 709 652 387 112 275 394 339 323 257
is_linear=0
shrinkage=0.00142833


Tree=1465
num_leaves=31
num_cat=0
split_feature=1429 453 4 480 133 1213 38 3 1374 483 150 160 475 50 158 128 39 457 48 1 47 3 3 12 2 12 2 3 151 1
split_gain=0.000689389 0.000662271 0.000842935 0.00084443 0.000664089 0.00063082 0.000613171 0.00102282 0.000774033 0.000653152 0.000619334 0.000589785 0.000601934 0.000489047 0.000599667 0.000490686 0.000401907 0.000413643 0.000435843 0.000663654 0.000422181 0.000285785 0.0002614 0.000591004 0.000387674 0.000383335 0.000308821 0.0004417 0.000478957 0.000270573
threshold=-1.0000000180025095e-35 0.096095000000000014 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -1.0000000180025095e-35 0.12641000000000005 0.31335500000000011 0.086000000000000007 0.088030000000000011 -0.099594999999999975 -0.217635 -0.085289999999999991 0.10030500000000002 0.087355000000000016 0.086435000000000012 -1.0000000180025095e-35 0.53894500000000012 0.12675000000000003 0.10420500000000001 0.10887000000000001 0.094625000000000015 -0.11266 0.094045000000000004 0.086545000000000025 0.084100000000000022 0.088585000000000011 -0.081244999999999998 -0.0080899999999999982 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 -7 -12 -13 14 15 16 -14 18 19 21 -21 22 -18 24 25 29 -26 -28 -29 -24
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 13 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=-0.0010285337582605866 -0.00086387270923865935 -0.00111306997810797 0.0012334071075130251 -0.0011393142710944386 -0.00071235569774584636 0.0011409724350138616 -0.00097223360776999761 0.0014003893457978365 -0.0010714646810832541 -0.00089828288885956747 -0.00080363216929905013 -0.00078592374945940448 -0.00053838801510012113 0.0009037686480460013 -0.00072651340874200219 -0.00069861928172589027 0.00049580789554416337 -0.00061378546971987231 -0.00056130424299312149 0.0010486537518646919 0.00025189263526490744 0.00062612607753432549 0.00039732602648825959 -0.00081656223558071472 0.00090777877671035221 -0.00076278805193078295 -0.00058251024299735743 -0.00029359734291708897 0.00078506745550171542 -0.00039387063177886977
leaf_weight=0.0013180057298219352 0.0015870944497931019 0.0010289751995671273 0.0011009680001082258 0.0012549832491658966 0.0019839877190911117 0.0012010200392040806 0.0010264810527047521 0.0011939448012596712 0.0011035774701858561 0.0011990162312124344 0.0013097604628309325 0.0012844656875891083 0.0012710053312474648 0.0017860089034600337 0.0014578526657242899 0.0011598701509079037 0.0032716914022232558 0.0010047072380530144 0.0010972458690972067 0.0036181775653790207 0.0020389157450970696 0.0028170048585707255 0.0022838869319326202 0.0013707699366958251 0.0016449859441849957 0.0013821800413027496 0.0010820252243806117 0.001194777149003734 0.00248827612541902 0.0013476892128654328
leaf_count=181 223 36 178 229 561 23 21 88 89 159 209 159 39 125 181 92 107 15 40 223 29 52 71 171 100 240 119 33 82 35
internal_value=0 -1.86034e-06 2.26961e-05 -6.62445e-06 2.55317e-05 5.86521e-05 9.62959e-05 0.000123987 8.43164e-05 0.000118502 0.000152261 0.000118248 0.000154182 0.000191547 0.000149883 0.00019383 0.000230913 0.000267613 0.000302154 0.000340761 0.000761487 0.000214719 0.000142585 5.22625e-05 0.000156515 -0.000135164 0.000384657 0.000204066 0.00043515 0.00010371
internal_weight=0 0.0475913 0.0465624 0.0454614 0.0442064 0.0426193 0.0406353 0.0396089 0.0384149 0.0373113 0.0361123 0.0349113 0.0336015 0.0323171 0.0305311 0.0290732 0.0279133 0.0266423 0.0256376 0.0245404 0.00565709 0.0188833 0.0160663 0.0127946 0.0114238 0.00501376 0.00641006 0.00476508 0.00368305 0.00363158
internal_count=3910 3729 3693 3515 3286 3063 2502 2481 2393 2304 2145 2122 1913 1754 1629 1448 1356 1317 1302 1262 252 1010 958 851 680 346 334 234 115 106
is_linear=0
shrinkage=0.00140032


Tree=1466
num_leaves=21
num_cat=0
split_feature=1213 475 38 124 483 40 3 48 457 3 133 1 52 13 160 0 42 52 4 16
split_gain=0.000263977 0.000200182 0.000136709 0.000288509 0.000185786 0.000162792 0.000324139 0.000251413 0.000173419 0.000241548 0.000187347 0.000154749 0.000228224 0.000362494 0.000357785 0.00022481 0.00025296 0.00029489 0.000246288 0.000124434
threshold=-1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 -0.048219999999999992 0.086680000000000021 -0.062739999999999976 0.15165000000000003 0.12675000000000003 0.082870000000000013 0.090325000000000003 0.093130000000000004 0.12864500000000004 0.11401500000000002 -0.094679999999999986 -0.081519999999999995 -0.10209999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.076329999999999995 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 10 -10 11 12 13 -7 -15 19 -17 -18 -19 -16
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 15 16 17 18 -20 -21
leaf_value=-0.0022005550967002067 -0.001837071290912893 0.0020663489877143317 -0.0014155365086836534 -0.0013898177160057877 -0.0017346531758431186 0.0019911104064650226 0.0025401358267721731 -0.0019252781289540613 -1.9851162766202629e-05 0.0023378308468914302 -0.0015634265566183698 0.0017435514975633745 -0.0014744385617642625 0.0023461323807094916 -0.00062379559395916409 -0.0017048008439123218 -0.0010761393753171303 0.0027492006760240807 0.00018585644907360559 -0.0024907078633432038
leaf_weight=0.0010300979937550364 0.0010267711544895272 0.0014906465496154894 0.0010459257680650027 0.0012188712901142198 0.0010331069000933868 0.0019545770283762006 0.001125714947973532 0.0010825745473010953 0.0016787338133723564 0.0016514436986874159 0.0012692137795818495 0.0011330231244078013 0.0016291295398639114 0.0010299457117112507 0.0016682254968301002 0.0011259335393514931 0.0013263489116635517 0.0013832831163376191 0.001493259213288585 0.001159274550903918
leaf_count=592 280 256 89 114 317 107 117 68 106 63 455 52 291 100 59 349 287 64 88 56
internal_value=0 5.77866e-05 0.000134086 0.000200367 7.92352e-05 0.000164688 0.000256174 0.000124895 0.000244851 0.00114933 4.63253e-05 0.000193281 5.5732e-05 0.000279489 -8.4695e-05 -0.000391649 0.000137671 0.00063126 0.00141853 -0.00138923
internal_weight=0 0.026526 0.0254992 0.0244533 0.0229627 0.0219296 0.0207107 0.019585 0.0185024 0.00333018 0.0151722 0.013903 0.01277 0.0111408 0.00918627 0.00815632 0.00532882 0.00420289 0.00287654 0.0028275
internal_count=3910 3318 3038 2949 2693 2376 2262 2145 2077 169 1908 1453 1401 1110 1003 903 788 439 152 115
is_linear=0
shrinkage=0.00437696


Tree=1467
num_leaves=31
num_cat=0
split_feature=453 1429 4 480 133 1213 1374 38 3 483 2 159 40 42 475 403 1 0 0 1186 15 48 48 15 133 43 4 13 52 1
split_gain=0.000709339 0.000687058 0.000907651 0.00068553 0.000685886 0.000542284 0.000553778 0.00057355 0.00102338 0.000601676 0.000650951 0.000528065 0.000520983 0.00131098 0.000549522 0.000489896 0.000517383 0.000405688 0.000644075 0.000454722 0.000354033 0.000521703 0.000344439 0.000322778 0.000273428 0.000311707 0.000333826 0.000413795 0.000500127 0.000364731
threshold=0.096095000000000014 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -1.0000000180025095e-35 0.090240000000000015 0.12641000000000005 0.31335500000000011 0.088030000000000011 0.10910500000000002 0.10276500000000001 0.028705000000000001 -0.11403999999999999 -0.085289999999999991 -1.0000000180025095e-35 0.11561500000000001 0.13167000000000004 -0.070894999999999986 0.084620000000000015 0.10538000000000002 0.090660000000000018 0.10361000000000002 -0.074174999999999977 -1.0000000180025095e-35 -0.089949999999999988 0.15927500000000003 -0.084184999999999996 0.0033900000000000002 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 9 10 11 12 13 -7 -15 -16 17 18 19 22 21 -12 24 -23 -17 -26 27 -27 29 -29
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 20 -13 -14 14 15 16 -18 -19 -20 -21 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0011269094398647125 -0.0012462903998074443 -0.00099657877922982576 0.0013443200463255712 -0.0011997655864140221 -0.00074149533976143036 -0.001340360637609626 -0.00096175209366572195 -0.0010102906043873866 0.0015158325213744232 -0.00099810789101427043 0.0012190711446443613 -0.0010360997834323623 0.0010619437742040386 -0.00090835423681176919 -0.00075237349165999546 -0.00054136926340951164 0.00099007392724610776 -0.00046310403026937906 0.0008372184169203687 0.0010419491139563441 -0.00019426081025000248 0.0007080900363219528 -0.0008159876640350778 -0.00036896042129377606 -0.00046403183206333723 -0.00065859266264608281 0.00083173039005024799 0.00047592453851828386 0.00089692106935203287 -0.00022266021178254141
leaf_weight=0.0012415349292362312 0.0010968815074150476 0.0015008381302666898 0.00115200424013051 0.0011004659415416443 0.0019233976121812704 0.0015096330061237775 0.0011370780643278336 0.0010223726554414716 0.001203651108115821 0.0011201175444545677 0.0025992987177521623 0.0010158104338180421 0.0011807406021715474 0.0011642500223065779 0.0012968277895725735 0.0014319770452368994 0.0017823656636841148 0.002289477206021572 0.0031782893015610712 0.001095006232560535 0.0011418195289891742 0.0015433259700714519 0.0010287311629326714 0.0010913199576805255 0.0016555872777224154 0.0013284873492742108 0.0018415378743767983 0.0028526398559328529 0.0020976903172997829 0.0043134501872863495
leaf_count=181 36 223 178 229 561 86 66 21 86 164 207 174 26 133 439 82 55 38 108 21 68 68 37 25 110 135 54 80 119 100
internal_value=0 -1.376e-05 1.5275e-05 -1.76893e-05 1.09978e-05 4.54878e-05 8.15953e-05 0.000110684 0.000139507 9.6543e-05 0.000129294 3.87433e-05 7.50813e-05 3.47144e-05 0.000110597 0.000155889 0.000203202 0.000142522 0.000209109 9.5972e-05 0.000570454 0.000737281 3.33832e-05 0.000261955 8.96781e-05 0.000153815 0.000236082 0.000132525 0.000245976 5.54288e-05
internal_weight=0 0.0488397 0.0475982 0.0464462 0.0453457 0.0438449 0.0419215 0.0407844 0.039762 0.0385584 0.0374383 0.0310625 0.0300467 0.028866 0.0273563 0.0261921 0.0248952 0.0231129 0.0208234 0.0176451 0.00637576 0.00523394 0.0165501 0.00263465 0.0155214 0.0140894 0.0124338 0.0105923 0.00926378 0.00716609
internal_count=3910 3874 3693 3515 3286 3063 2502 2436 2415 2329 2165 1797 1623 1597 1511 1378 939 884 846 738 368 300 717 93 680 598 488 434 299 180
is_linear=0
shrinkage=0.00151575


Tree=1468
num_leaves=21
num_cat=0
split_feature=1213 14 1374 457 11 3 403 160 39 3 13 0 0 1 0 1 47 2 129 4
split_gain=0.000222256 0.000172644 0.000148729 0.000160438 0.000197578 0.000153916 0.000148774 0.000235354 0.000184555 0.000427306 0.00032137 0.000344012 0.000508195 0.000279863 0.000276404 0.000273036 0.000188549 0.000172346 0.000153866 0.000117403
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.088055000000000008 0.088315000000000018 -0.15002999999999997 0.03138500000000001 -0.23073999999999997 0.005105000000000001 0.10420500000000001 -0.082014999999999991 -0.10131499999999999 -0.074249999999999997 0.092730000000000021 -0.053834999999999994 0.10080500000000002 0.092645000000000019 0.084235000000000018 0.0041150000000000006 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 10 -10 15 13 -13 17 -14 19 -15 -12 -8 -9
right_child=1 -3 3 -5 -6 6 18 8 9 -11 11 12 14 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.0020321136170722968 -0.0012990062376452745 -0.0017181173169968573 0.001421014757067556 0.0015256435496552427 -0.0016609952318586689 -0.0021058006769322569 7.7658148537045518e-05 0.0010209228977448364 0.0024267201787246061 -0.00107542944960222 0.0026714785118151282 -0.0040928713471924012 0.0009545872292555488 0.00013077882893716426 -0.0018478445010497641 0.0025960187294845004 -0.0021013859537696608 0.00011772688591572899 0.0024137452289466192 -0.00064035826954163342
leaf_weight=0.0010181811312727001 0.0013355095810414488 0.0010150894148835956 0.0018115138313581315 0.0016342611103881124 0.0011511894662374891 0.001003496704407191 0.0011580891051679023 0.0015789212572487887 0.0017538214821180139 0.0010775069778965474 0.0010119315778922486 0.0011154869880360511 0.0012269929111624611 0.0019538155956695391 0.0014967121680812233 0.0012123785852739544 0.0011526622333484227 0.0010131840416716109 0.001012284267586594 0.0016843382654470824
leaf_count=592 66 125 132 149 121 301 174 108 321 36 15 593 267 48 184 123 42 83 41 389
internal_value=0 5.19198e-05 0.000122702 0.000201655 0.000105121 0.000200739 8.70956e-05 -4.85602e-05 7.82653e-05 0.00109392 -0.000135595 -0.000613547 -0.00160449 0.000127828 -0.000585386 0.000822393 -0.000697469 0.00139381 0.00116723 0.000163449
internal_weight=0 0.0263992 0.0253841 0.0240486 0.0224143 0.0212631 0.0194516 0.0172812 0.0162778 0.00283133 0.0134464 0.00897079 0.00383919 0.00513159 0.00272371 0.00447564 0.00310648 0.00202512 0.00217037 0.00326326
internal_count=3910 3318 3193 3127 2978 2857 2725 2510 2209 357 1852 1232 1044 188 451 620 90 98 215 497
is_linear=0
shrinkage=0.00437696


Tree=1469
num_leaves=31
num_cat=0
split_feature=31 1429 1213 4 1374 133 133 1213 457 160 475 123 124 158 16 3 150 4 12 0 4 15 4 1 16 1374 3 0 1 48
split_gain=0.000622933 0.00055078 0.000476176 0.000437672 0.000531554 0.000425786 0.000482731 0.00046242 0.000374889 0.000475857 0.000519873 0.000466405 0.000795993 0.000511981 0.000571413 0.000563679 0.000675608 0.000413562 0.000394484 0.000693791 0.000607456 0.000568982 0.00060672 0.000566835 0.00120787 0.000475625 0.000532657 0.0007565 0.000395159 0.0003925
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.090240000000000015 -0.26719999999999994 -0.16268499999999997 1.0000000180025095e-35 -0.098834999999999992 -0.091109999999999983 -0.08459499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.087355000000000016 0.41476000000000007 0.16699000000000003 -1.0000000180025095e-35 -0.49269499999999994 0.092365000000000017 -0.017269999999999997 0.25367000000000006 -0.10981499999999998 -0.08422499999999998 0.092550000000000007 -0.072359999999999994 -0.094679999999999986 -0.084129999999999996 -0.083564999999999987 0.085835000000000009 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -8 29 -11 12 -12 14 15 16 -14 -18 19 20 23 -20 -23 25 -25 -19 27 -27 -24 -10
right_child=1 2 3 -5 -6 6 7 -9 9 10 11 -13 13 -15 -16 -17 17 18 21 -21 -22 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011735016754030867 -0.0011343558652921553 -0.00076305128694049041 -0.0008508808147658296 0.0009646377776352823 -0.0010995019341929326 0.0010232348041173506 0.00092918572220964844 -0.00099339303125046074 -0.0011261617647486874 -0.0008970895366939432 -0.0010759017264709309 0.00083038049956018546 -0.0011235452656365198 -0.00075708962908717673 0.00093078411875163671 0.00096904362951340034 -0.00082412445809888692 -0.00066132433866652551 -0.001185394713610166 0.0013828309342797979 0.0010847986812768451 -0.00099393249928449363 -0.00029061661213502252 0.00078363798360678934 -0.0011751517580719621 -0.0010888504283826466 0.0006600080142293008 0.0005114660803181867 0.00083531887478526814 3.9975231046799161e-05
leaf_weight=0.0010257739764336074 0.0010826652748050494 0.001962855738127294 0.0013052351207675219 0.0011310891928042457 0.0010437076093494637 0.0011738633144808821 0.0011126790372717457 0.0010535437494735836 0.0015179753598782977 0.0012793252910292671 0.0014061066633246347 0.0020026517006639924 0.0011407958186802061 0.0015214988662928244 0.0021426659317509414 0.0016606873324853657 0.0011079953287023011 0.0011941067633927114 0.001145451019645527 0.0012287367119852314 0.0015593969546365835 0.0010105846905474891 0.0012412525805602362 0.0011580954796954757 0.0021485257566489233 0.0012117137131554268 0.0055858609143243339 0.0016920551825218974 0.0018639014708430324 0.0012647343375413733
leaf_count=113 179 592 209 141 69 39 55 315 311 205 41 155 65 157 74 81 30 24 49 48 63 49 157 16 59 121 221 87 125 60
internal_value=0 -4.4693e-05 -1.83989e-05 1.56688e-05 -1.00264e-05 1.78918e-05 4.66547e-05 1.66844e-05 4.52934e-05 1.80379e-05 6.93607e-05 0.000107972 5.97785e-05 0.000115588 0.000164598 9.8797e-05 3.67402e-05 9.65049e-05 0.000144987 0.000267232 0.000173019 -0.000221631 4.65944e-05 6.35671e-05 -0.000489114 0.000252286 0.00038079 -0.00015633 0.000385238 -0.000596156
internal_weight=0 0.0459498 0.0448671 0.0429042 0.0417731 0.0407294 0.0394242 0.0382503 0.0371968 0.0360841 0.0333014 0.0320221 0.0300194 0.0286133 0.0270918 0.0249492 0.0232885 0.0221477 0.0210397 0.0157785 0.0145498 0.00526119 0.00411574 0.0129904 0.00330662 0.00968374 0.00848963 0.00290377 0.00310515 0.00278271
internal_count=3910 3797 3618 3026 2885 2816 2607 2568 2253 2198 1827 1622 1467 1426 1269 1195 1114 1049 1019 639 591 380 331 528 75 453 429 208 282 371
is_linear=0
shrinkage=0.00154607


Tree=1470
num_leaves=22
num_cat=0
split_feature=1213 475 453 148 15 14 15 160 47 16 13 16 1 1 0 3 160 49 2 0 2
split_gain=0.000186855 0.000162676 0.000135337 0.000200619 0.000176244 0.000330771 0.000177687 0.000193226 0.000220285 0.000234756 0.000158782 0.000177401 0.000221431 0.000532401 0.000219669 0.000287739 0.000202475 0.000166602 0.000156369 9.31005e-05 8.72238e-05
threshold=-1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 -0.46637499999999993 -0.10981499999999998 -0.217635 0.09550500000000002 -0.055679999999999993 0.17936000000000002 0.15737500000000001 0.094695000000000015 0.090475000000000014 -0.077944999999999987 -0.084129999999999996 0.0050800000000000003 -0.052649999999999995 0.096540000000000015 -0.042499999999999989 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 18 -8 10 -10 11 12 13 14 15 -9 -14 -17 -6 -13 -19
right_child=1 2 -4 4 6 -7 7 8 9 -11 -12 19 16 -15 -16 17 -18 20 -20 -21 -22
leaf_value=-0.0017986580841166161 -0.0016130701273118823 0.0018617873101491949 -0.0011321290091080923 -0.00053748941454270706 -0.002317034041417088 0.0027321877315764787 -0.0016464973450506994 -0.0016349377950842154 0.0028377172454328047 0.00028123790280631971 -0.0012441778300311217 6.0783707486877775e-06 0.0026901912306782614 -0.0027998574647660501 0.0017438780125021798 -0.00042010085580968269 0.00021935956114477607 0.00064344123382326806 -3.6781881904092599e-05 -0.0016788623423224468 0.0022551543959395837
leaf_weight=0.0010099662770104356 0.0010066129842360881 0.0012031341067304515 0.0014589971348823996 0.001013820708208435 0.0010615765396994837 0.0011907772106674276 0.0010442109138098224 0.0013500898478401675 0.0010854953377165133 0.0015343603601332126 0.0015792738089259748 0.0010995436529877556 0.0012566350342257957 0.0010023157398431626 0.0018038080117560142 0.0016804170358426544 0.0011015218907689528 0.0014637079736739252 0.0010675116811222907 0.0012292872355726412 0.0010005396595932567
leaf_count=592 280 178 96 64 173 243 277 325 57 85 103 192 152 116 214 59 113 205 101 111 174
internal_value=0 4.53985e-05 0.000111575 0.00018792 9.86709e-05 0.00122857 -2.36741e-05 0.000110632 0.000217388 0.00134047 1.54048e-05 0.000168565 0.000398387 7.51973e-05 0.00047003 5.18538e-05 0.00153604 0.000601312 -0.00117373 -0.000883328 0.00129783
internal_weight=0 0.0262336 0.025227 0.023768 0.0225649 0.0022046 0.0203603 0.0182312 0.017187 0.00261986 0.0145671 0.0129879 0.010659 0.00830088 0.00729856 0.00549475 0.00235816 0.00414466 0.00212909 0.00232883 0.00246425
internal_count=3910 3318 3038 2942 2764 307 2457 2183 1906 142 1764 1661 1358 1093 977 763 265 438 274 303 379
is_linear=0
shrinkage=0.004207


Tree=1471
num_leaves=31
num_cat=0
split_feature=1429 1212 1374 453 2 41 38 3 484 4 39 150 157 158 130 133 1374 0 0 403 43 2 133 51 12 48 150 52 4 49
split_gain=0.000689058 0.000606532 0.000580121 0.0005812 0.00060125 0.000695734 0.000586055 0.000523712 0.000458772 0.000534674 0.000414016 0.000378695 0.000481007 0.000430107 0.000467481 0.000847729 0.000492196 0.000478209 0.000528342 0.000516407 0.000540351 0.000571186 0.000503268 0.000376229 0.000537751 0.000454953 0.000356552 0.000371867 0.000328922 0.000363058
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 0.093320000000000014 0.10946500000000002 0.078610000000000013 0.11408000000000001 0.31335500000000011 -0.0043499999999999988 0.28937500000000005 -1.0000000180025095e-35 -0.099594999999999975 -0.082189999999999999 0.084965000000000027 -0.0015749999999999998 -0.084614999999999982 -0.095439999999999983 -0.23029999999999998 -0.077944999999999987 0.03138500000000001 0.070805000000000021 0.10066500000000002 -0.0056849999999999991 0.12342500000000002 0.092365000000000017 0.13096500000000003 0.086420000000000011 0.084240000000000023 0.15927500000000003 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 23 -3 10 -10 -12 -13 14 15 -14 -16 -18 22 20 21 -20 -19 24 -6 -25 27 28 29 -24
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 11 12 13 -15 16 -17 17 18 19 -21 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010795838792776627 -0.00080998493717616819 -0.00063867198658544913 -0.00080032262646653643 -0.00093268179571696095 0.00078766320047296665 -0.0008448857984257362 -0.00061680097650462101 0.0013460297352658435 -0.00072962553506307178 0.0010202252239486316 0.00078513958827790948 -0.00078228957772937273 0.00038282000681272326 -0.0007778174451128591 -0.00050018714765768819 -0.0010415221934788467 0.0011351262883751705 -0.00086003736055223739 0.00032436289429541948 0.0012334038426931866 0.0010551303138953347 -0.00080052012143487354 0.00075489639016213103 -0.00073838284462400235 -3.2118737684299977e-05 0.00050283714951071968 -0.00057601168749717906 -0.00041114912972941794 0.00083195914587058401 -2.5904491936851743e-05
leaf_weight=0.0010836649776310428 0.0015993573069226765 0.0017160051214496755 0.0014683633241550078 0.0010465767071039514 0.0043173587077350306 0.001696762134240081 0.0010076487467358683 0.0010782191381387704 0.0012053838618157888 0.0010501433611490021 0.0013008459157788357 0.0012254826974850133 0.001412812869763691 0.0010175056401098828 0.0017654575453889257 0.0016306840016686022 0.0010279336911480494 0.0010950875177919159 0.0043963182889647234 0.0013014777204105599 0.0013936989365812558 0.0010046028224484083 0.0014216772567863262 0.0011059515131779385 0.0021822684703093342 0.0010361649794603522 0.0012468346622611657 0.001543678859176667 0.0017160124941710819 0.0044733914477528124
leaf_count=181 282 460 77 41 258 130 21 93 33 130 22 166 56 152 23 200 14 286 297 29 56 61 39 35 208 38 41 237 20 224
internal_value=0 5.36958e-06 3.26028e-05 5.89522e-05 8.18272e-05 -4.39603e-06 0.000360261 0.000461551 3.88916e-05 7.6123e-05 4.32708e-05 7.54256e-05 4.20631e-05 8.02612e-05 0.000114595 -0.000380332 0.000181883 0.000240279 0.00019333 0.000456711 0.000307939 0.000115128 7.8545e-06 0.000351195 0.000512419 -0.000137991 9.92268e-05 0.000191191 0.000313358 0.000162396
internal_weight=0 0.0494837 0.0478843 0.046416 0.0453694 0.0346418 0.0107276 0.00971996 0.032945 0.031229 0.0301789 0.0289735 0.0276727 0.0264472 0.0254297 0.0030435 0.0223862 0.0206207 0.0195928 0.0080961 0.00679462 0.00540092 0.0114967 0.00864174 0.00649963 0.00214212 0.0104016 0.00915476 0.00761108 0.00589507
internal_count=3910 3729 3447 3370 3329 2676 653 632 2546 2086 1956 1923 1901 1735 1583 256 1327 1304 1290 443 414 358 847 539 466 73 561 520 283 263
is_linear=0
shrinkage=0.00134594


Tree=1472
num_leaves=19
num_cat=0
split_feature=1213 2 41 456 484 474 156 49 151 130 16 124 42 42 2 47 49 4
split_gain=0.000157771 0.000142566 0.000131515 0.000151775 0.000168812 0.00016866 0.000437536 0.000146101 0.000210155 0.00021455 0.000321389 0.000174888 0.000179542 0.000264767 0.000168941 0.000200523 0.000388089 0.000210558
threshold=-1.0000000180025095e-35 0.14808000000000002 0.078610000000000013 0.077935000000000018 -0.0043499999999999988 0.084655000000000022 0.082150000000000015 -0.18178499999999997 0.056555000000000001 -0.0015749999999999998 -0.30307999999999996 -0.013479999999999999 0.092145000000000019 0.08622500000000001 0.10045500000000002 0.09550500000000002 -0.0090499999999999973 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 -9 -11 -12 13 14 15 16 -13 -18
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 17 -19
leaf_value=-0.0018293773126755682 -0.0014470015391820558 0.0017631822772179984 -0.0015162291281803244 -0.0017030197307389191 0.0018276821536011663 0.0017546859632086294 -0.0025912186326359893 -0.0011891717069154525 -0.0013035267525518823 -0.0011808701133202905 -0.00081086613380932249 0.0019679346822531608 -0.00039211493623905573 0.0033947118669542704 0.002230300642005315 0.0022369510605788692 0.00041008552876883094 -0.0019687237306977414
leaf_weight=0.0010048390106386631 0.0013746558844876964 0.0010032801259738369 0.0012102180912064711 0.0010165618279371338 0.0012516573958549762 0.0014625581769754916 0.0012062250230076002 0.0017222585433534351 0.0018325944917342843 0.0019918045797630611 0.0012514834620503965 0.0017260297435264275 0.0016405519542679612 0.0011177363959196116 0.0018137844409578108 0.0013081219439592395 0.0016279160329470913 0.0015838272638458014
leaf_count=592 445 169 157 229 44 246 266 216 100 227 121 53 288 164 175 38 190 190
internal_value=0 4.6174e-05 -2.23534e-05 5.32038e-05 0.000131127 0.000231857 0.000120906 0.000294294 0.000185344 0.000358214 0.000547741 0.000833012 0.00102318 0.00127618 0.00098238 0.000619989 0.000191621 -0.000762992
internal_weight=0 0.0261413 0.025138 0.0239278 0.0229112 0.0215365 0.020074 0.0188678 0.0176161 0.0157835 0.0140613 0.0120695 0.010818 0.00917742 0.00805968 0.00624589 0.00493777 0.00321174
internal_count=3910 3318 3149 2992 2763 2318 2072 1806 1762 1662 1446 1219 1098 810 646 471 433 380
is_linear=0
shrinkage=0.00464487


Tree=1473
num_leaves=21
num_cat=0
split_feature=401 41 39 3 13 52 48 457 133 50 15 16 42 52 4 1 1 4 43 2
split_gain=0.000141288 0.000115819 0.000125016 0.000332812 0.000163804 0.000236039 0.000189494 0.000223246 0.00015616 0.000210658 0.000250819 0.000283089 0.000205501 0.000339678 0.000291543 0.000149226 0.000256412 0.000137306 0.000131871 2.89587e-05
threshold=0.083100000000000021 0.082980000000000012 0.005105000000000001 0.10420500000000001 -0.097529999999999992 -0.013104999999999999 0.12649500000000002 0.094310000000000019 0.090085000000000012 0.082310000000000008 -0.26361999999999991 -0.38486499999999996 -1.0000000180025095e-35 0.071660000000000015 -0.032604999999999995 0.095575000000000007 0.086560000000000012 0.15927500000000003 -0.082094999999999987 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 18 5 -1 7 8 9 10 -6 -12 -13 14 19 16 -16 -7 -4 -14
right_child=-2 -3 3 -5 6 17 -8 -9 -10 -11 11 12 13 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0026801127900144546 -0.001792675600131225 -0.001547591300637866 0.0009432670736369221 -0.001194428220780657 0.0022990006672772437 -0.0007604900560250526 -0.0021766518450582143 0.0014219170694659388 -0.0018274672118224868 -0.0022016783936216174 -0.0023221466815485526 -0.0015125638093689221 -0.0021917411605451645 0.0022787962897876856 0.0013949031188481692 0.0020802052294983217 -0.001401634319139123 0.0013994071911899372 0.0033241651378916152 -0.0010373187830067668
leaf_weight=0.0011757965360509326 0.0010121978257045311 0.0010204190074440947 0.0011333262991021498 0.0010822857403276487 0.0010527562280504528 0.0017095237661296494 0.0010871130005682952 0.0019945359146324995 0.0014153746586146399 0.0010595666802779404 0.0012630210305094565 0.0015286357590224174 0.0010169893516470399 0.0017868020770712006 0.001594003751260265 0.0011697627498943319 0.0014734382398666757 0.0011495182399778037 0.0010434625134883432 0.0010128388045902437
leaf_count=109 354 135 190 41 63 107 70 102 617 371 93 474 152 232 236 51 92 79 179 163
internal_value=0 4.79248e-05 0.00011371 0.000995669 -2.00461e-05 0.00085749 -0.000222896 -9.31317e-05 -0.000303372 -0.000136896 4.69781e-05 -0.000171622 0.000111828 0.000420141 -0.000109782 0.000611631 5.15932e-05 0.000107927 0.00208457 -0.00161571
internal_weight=0 0.0257692 0.0247488 0.00325907 0.0214897 0.00403484 0.0174548 0.0163677 0.0143732 0.0129578 0.0118982 0.0108455 0.00958247 0.00805383 0.00626703 0.0042372 0.00306744 0.00285904 0.00217679 0.00202983
internal_count=3910 3556 3421 410 3011 295 2716 2646 2544 1927 1556 1493 1400 926 694 379 328 186 369 315
is_linear=0
shrinkage=0.00483252


Tree=1474
num_leaves=31
num_cat=0
split_feature=453 4 14 11 48 1213 1456 38 124 483 133 376 3 15 150 159 403 48 131 12 13 16 16 0 1186 3 15 13 2 1
split_gain=0.000747965 0.000758189 0.000671484 0.000598152 0.00059587 0.000584908 0.000560111 0.000482911 0.000596334 0.000470707 0.000433544 0.000363807 0.000746938 0.000537164 0.000399168 0.000479779 0.000460582 0.000335433 0.000280695 0.000535494 0.000750941 0.000279531 0.00063231 0.000439034 0.000465408 0.000467837 0.000330569 0.000295585 0.000252217 0.000246824
threshold=0.096095000000000014 0.28937500000000005 -0.46879999999999994 0.080455000000000013 0.11379500000000002 -0.081334999999999977 -1.0000000180025095e-35 0.10777500000000002 -0.048219999999999992 0.086245000000000002 -0.26719999999999994 0.11605500000000001 0.10420500000000001 0.05377500000000001 0.10883000000000001 0.089930000000000024 -1.0000000180025095e-35 0.096390000000000017 0.097135000000000013 0.094045000000000004 0.14810000000000004 0.24895000000000003 0.15737500000000001 -0.062649999999999983 0.083785000000000012 -0.084129999999999996 0.083935000000000023 0.019675000000000002 0.097940000000000013 0.09692000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 -7 8 29 10 -10 12 14 17 15 16 -12 28 19 21 -21 22 23 24 25 27 -27 -18 -14 -8
right_child=-2 2 4 -5 -6 6 7 -9 9 -11 11 -13 13 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00096254900054873189 -0.0011435314866511303 -0.00039698147202928971 0.0010795552081467026 -0.00087763717265489311 1.4322322885633643e-05 -0.00078034889163432859 0.00031175051368123618 -0.00085280115337136599 -0.00070769036825669236 -0.00088204274970422793 -0.00069133005759209655 -0.0006794910526816576 0.00048732096416387159 -0.00031751606798558374 -0.00065579350236735475 -0.00072326924382244619 -0.001005170359223502 0.00024579529955095434 0.00075127084023519615 -0.001129720969009844 0.00018463732794618049 0.00084288338080563095 -0.000842942585222369 0.00093919123908034875 0.00099384801446862712 7.7807220319906059e-05 0.00074804543226641919 2.2374824173993822e-06 0.0012722211622343688 0.0011771512572269621
leaf_weight=0.0011927545011409793 0.0010672087171315061 0.0012628483573575711 0.0028229157244640249 0.0015809416730447881 0.0014348148626677215 0.001622783271881644 0.0013307712726453582 0.0010973889842986742 0.0013631548699535303 0.0010438653592996219 0.0013005222347391423 0.0011398285510040287 0.0011959652368318521 0.001135227890756596 0.0016141546715255908 0.0014148161136718898 0.0010698853856511434 0.0018012382281868966 0.0012554655894985159 0.0014390413058431575 0.0017391602577028209 0.0011191117902660244 0.0010873173284435831 0.0013944107648011942 0.0010657671894875884 0.0077494806906411862 0.0016100462382242497 0.0010410041132065118 0.0019523475156120185 0.0010828613586317815
leaf_count=381 36 55 311 175 42 326 63 32 180 226 624 14 18 31 83 173 161 43 49 143 53 84 31 43 25 240 71 28 54 115
internal_value=0 -4.27473e-06 0.000464936 -6.53105e-05 0.000720582 -3.38789e-05 -5.9536e-06 2.70796e-05 5.32146e-05 8.00648e-06 3.57505e-05 6.7297e-05 9.47688e-05 0.000517508 -8.53458e-06 3.63325e-05 8.547e-05 0.000709028 0.000134581 9.44968e-05 -0.000410484 0.000193953 0.000145596 0.000222754 0.000143064 6.40138e-05 0.000193103 -0.000508358 0.000974057 0.000700007
internal_weight=0 0.0479599 0.00552058 0.0424393 0.00425773 0.0408584 0.0396656 0.0380428 0.0369454 0.0345318 0.0334879 0.0321248 0.030985 0.00608478 0.0249002 0.023286 0.0218712 0.00494955 0.0205707 0.0193152 0.0031782 0.016137 0.0150179 0.0139306 0.0125362 0.0114704 0.00935953 0.00211089 0.00314831 0.00241363
internal_count=3910 3874 408 3466 353 3291 2910 2584 2552 2374 2148 1968 1954 146 1808 1725 1552 115 928 879 196 683 599 568 525 500 311 189 72 178
is_linear=0
shrinkage=0.00134594


Tree=1475
num_leaves=22
num_cat=0
split_feature=14 157 0 12 43 13 43 43 43 12 14 13 48 1 12 52 2 4 3 0 150
split_gain=0.000130181 0.000146678 0.000189271 0.000123375 0.000155034 0.000284389 0.00026268 0.000195175 0.000385125 0.000379143 0.000179275 0.000228639 0.000282402 0.000245491 0.000351006 0.000184696 0.000219164 0.000110817 0.000110222 8.43029e-05 6.71282e-05
threshold=0.05884000000000001 -0.07453499999999999 -0.11077499999999998 0.11655500000000001 -0.15109999999999998 0.16421000000000002 -0.089949999999999988 -0.057994999999999998 -0.0037249999999999996 0.085250000000000006 -0.13131999999999996 -0.45122499999999993 0.11930500000000001 0.10353000000000001 0.089995000000000006 -0.031409999999999993 0.087995000000000004 0.05309500000000001 -0.078669999999999976 -0.13027499999999997 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6 9 -9 -8 -10 -12 13 14 15 20 17 -17 -11 -15 -13
right_child=-2 3 -4 -5 6 -7 7 8 10 18 11 12 -14 19 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0022784230719159241 -0.0015576030014406675 0.0025804210045615884 -0.00019322445427921142 -0.001463694820528611 -0.0020583008668992354 -0.00017473794474165468 0.0027402745081609157 -0.002628664338113638 -0.0015216125931749014 -0.0011623600410841642 0.0019921782668200429 -0.0016337450718106636 -0.002118773513413756 0.0022062508125817106 -0.0024942858032067214 -0.00087684684116825487 0.0020407217916530887 0.0010348994451912902 0.00073759458012394546 0.00051790530153561726 -5.6895769119157275e-05
leaf_weight=0.0012220617528555522 0.001013148051458689 0.0012035104387360098 0.0011540841533017867 0.0011464491202178842 0.0012709496335074994 0.0017782058378100901 0.0013543968056254482 0.001178147422518796 0.0013566838561231429 0.0011181909674642249 0.0011729726741933318 0.0010346840160084785 0.001123775424243246 0.0012630537409457077 0.0010819255570375108 0.0013724730161553452 0.0015660544323283787 0.0010071608504489404 0.001226665544444748 0.0010275111749564192 0.0010341733599261715
leaf_count=46 141 93 435 162 296 140 276 595 82 291 80 95 64 96 317 220 100 14 228 120 19
internal_value=0 4.19841e-05 0.00107795 -6.35877e-05 8.81256e-06 0.000937327 -0.000135468 9.22675e-07 -0.000232085 0.000896522 -1.55649e-05 0.000159313 -4.52294e-05 0.000203006 -0.000199133 0.000213731 0.000769129 -6.77156e-05 -0.000168436 0.00144889 -0.000845515
internal_weight=0 0.0256931 0.00237615 0.023317 0.0221705 0.00298172 0.0191888 0.0179179 0.0142186 0.00369925 0.0130405 0.0116838 0.0105108 0.00938704 0.00709647 0.00601455 0.00394569 0.00237963 0.00234486 0.00229056 0.00206886
internal_count=3910 3769 481 3288 3126 233 2893 2597 1802 795 1207 1125 1045 981 765 448 334 234 519 216 114
is_linear=0
shrinkage=0.00437696


Tree=1476
num_leaves=21
num_cat=0
split_feature=14 157 475 453 151 49 4 0 0 16 16 2 0 43 43 43 1 13 13 13
split_gain=0.000106915 0.000120753 0.000163125 0.000137883 0.000151021 0.000184219 0.000170223 0.00014359 0.000213808 0.000181363 0.000169932 0.000136125 0.000128605 0.000424582 0.000271912 0.000158076 0.000153442 0.000160847 0.000141679 0.00011576
threshold=0.05884000000000001 -0.07453499999999999 -0.073614999999999986 1.0000000180025095e-35 -0.051109999999999996 0.11115500000000002 0.0066400000000000009 -0.230625 -0.11756999999999999 -0.09601999999999998 -0.17157499999999998 0.086775000000000005 -0.017269999999999997 -0.15426499999999996 -0.092484999999999984 0.0033500000000000005 0.092550000000000007 -1.0000000180025095e-35 -0.085879999999999984 -0.086679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -3 -6 9 11 19 -9 14 -14 -12 16 17 -16 -15 -10
right_child=-2 3 -4 -5 5 -7 -8 8 10 -11 12 -13 13 18 15 -17 -18 -19 -20 -21
leaf_value=0.0023232367673561337 -0.0016636167426077886 -2.6237334531761808e-06 -0.00041098929577879686 -0.0018244241892850311 0.0012884803012480801 0.0018562350320523329 0.0024320978876479571 0.00063361807754639819 -0.00030795612478041193 -0.0032886298776710022 -0.0029638440754047265 -0.0019862923288328851 0.002885883476812626 0.00028196309682104465 -0.00016032868015307004 -0.0020145095618103234 -0.00098876129870449224 0.0025123824897224402 -0.002322409570467194 0.0017986063329311426
leaf_weight=0.001341796663684322 0.0010009573270749464 0.0017006253143763963 0.0010026694727955634 0.001118147574101557 0.0014141077220290931 0.0011309625489079036 0.0013584874272570824 0.0010116173181682342 0.0011264536721400376 0.001101960222196211 0.0012878715555650734 0.00107669847185006 0.0011657859364646583 0.0011703850897872847 0.001414141606746919 0.0011742687360598303 0.0018904222536556686 0.0010188245101999142 0.0010352810698004127 0.0017548042925990765
leaf_count=282 141 310 199 91 51 188 116 34 96 66 276 116 44 28 839 426 225 83 156 143
internal_value=0 4.52644e-05 0.00115388 -6.79821e-05 2.19729e-05 -0.0001502 0.00107858 -0.00027882 -0.00041539 -0.00160538 -0.000124217 -0.000717161 -0.000436042 0.000382619 -0.000842801 -0.00034593 0.000107271 0.000958891 -0.00094046 0.000975027
internal_weight=0 0.0252953 0.00234447 0.0229508 0.0218327 0.0187736 0.00305911 0.0176426 0.0162285 0.00319028 0.0130382 0.00208832 0.010157 0.00337145 0.00678553 0.00549766 0.00432339 0.00243297 0.00220567 0.00288126
internal_count=3910 3769 481 3288 3197 2771 426 2583 2532 216 2316 150 2077 228 1849 1573 1147 922 184 239
is_linear=0
shrinkage=0.00512831


Tree=1477
num_leaves=19
num_cat=0
split_feature=15 158 159 156 15 151 1 40 47 13 52 13 42 1375 0 16 13 0
split_gain=0.000111715 0.000198563 0.000136918 0.000253494 0.000183399 0.000221671 0.000162333 0.000154541 0.000190307 0.000233093 0.000179341 0.000333837 0.000154694 0.000168957 0.000208968 0.000142046 0.000197059 0.00012536
threshold=-0.24219999999999997 0.084965000000000027 0.08764000000000001 0.083950000000000011 -0.11739999999999999 -0.076429999999999984 0.088675000000000018 -0.065259999999999999 0.10783500000000001 0.17936000000000002 0.10218500000000001 -0.10939499999999998 -0.087904999999999983 -0.012944999999999998 -0.10209999999999998 0.0015250000000000001 -1.0000000180025095e-35 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 6 -6 -7 9 10 11 -9 -13 -14 -15 16 -16 -1
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 -12 12 13 14 15 -17 -18 -19
leaf_value=-7.2166426199788867e-05 -0.0015842508136949187 -0.0021014541023341199 0.0014708543471795134 -0.0024257465160050801 0.00036931714030443688 -0.001656112445636568 0.0032515515179074249 0.0029388851820720398 0.0017984550803859781 -0.0022307489696931403 -0.0016551728637357504 0.0018568887442350595 0.0011019373545257554 -0.002336012158063418 -0.00077793921293431217 -0.0016662342420780329 0.00187337515276694 0.0024188982542181691
leaf_weight=0.0011704957183808345 0.0017661422672754319 0.0013118082958743496 0.0015921076356715238 0.0012284334274430811 0.0011067930973187859 0.0014553137327563128 0.0010343853429848893 0.0012326206816757309 0.0016595157555880933 0.0012490343480647823 0.0013293842564472006 0.0011103487575662412 0.0019410776500059807 0.0015338202501352623 0.0015875318775509699 0.0011296238715398088 0.0014841376422144534 0.0010473840310720036
leaf_count=67 224 346 241 367 120 105 158 87 87 96 416 234 39 90 674 211 98 250
internal_value=0 -0.00012334 -7.7038e-06 -0.000120617 2.37126e-05 0.000182778 0.0017617 -3.23864e-05 0.000133358 -8.59903e-05 0.000150064 0.000389591 3.19628e-05 -0.00023201 -0.000683491 -8.01836e-05 0.000503096 0.00110423
internal_weight=0 0.0237521 0.0224403 0.0208482 0.0196197 0.0178536 0.00214118 0.0157124 0.0142571 0.0125976 0.0113485 0.0100192 0.00878654 0.00767619 0.00573511 0.00420129 0.00307167 0.00221788
internal_count=3910 3593 3247 3006 2639 2415 278 2137 2032 1945 1849 1433 1346 1112 1073 983 772 317
is_linear=0
shrinkage=0.00523088


Tree=1478
num_leaves=31
num_cat=0
split_feature=158 1429 4 1374 133 160 1 14 159 40 14 131 401 43 12 47 4 48 123 12 1374 0 1 1 15 0 52 13 133 42
split_gain=0.00109812 0.000990916 0.000796684 0.000876296 0.000778433 0.000723796 0.000689799 0.000705105 0.000533922 0.000504113 0.000497064 0.00045902 0.000464052 0.000420997 0.00045556 0.000458477 0.000953383 0.000803233 0.000343629 0.000615598 0.000351991 0.000691568 0.000399731 0.000459726 0.000485641 0.00054333 0.000575059 0.000737929 0.000487057 0.000454641
threshold=0.11034000000000001 -1.0000000180025095e-35 0.50657000000000008 0.090240000000000015 -0.26719999999999994 -0.40446999999999994 0.099115000000000023 0.064610000000000015 0.073745000000000019 -0.073884999999999992 -0.24487499999999998 0.087580000000000005 0.079655000000000017 -0.24333999999999997 -1.0000000180025095e-35 0.10887000000000001 -0.032604999999999995 0.12230500000000001 1.0000000180025095e-35 -0.0089849999999999982 -0.094679999999999986 -0.23029999999999998 0.092550000000000007 1.0000000180025095e-35 0.085120000000000015 0.18055000000000002 -0.081429999999999989 -0.082014999999999991 0.084630000000000025 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 11 9 -8 -11 12 18 -12 -15 16 -16 -18 19 -7 -21 -22 23 24 25 26 29 28 -28 -23
right_child=-2 2 -4 -5 5 6 8 -9 -10 10 13 -13 -14 14 15 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011087842833462256 -0.0012756555568873809 -0.00086996908453482169 0.00096046835966150936 -0.0010472508703351379 -0.00092454042174752054 -0.0009183909245197863 0.0011116545391951086 -0.0010599975896326645 0.0011607935646758306 -0.00056965696043305501 -0.00028026778017714381 -0.00061414157803818797 -0.00062999719590749929 0.0012075486082085347 -0.00054618094220697591 -0.00028317614646123133 0.0010719977059966336 -0.00017767844014052644 0.00080776904806560863 -0.00050027956571577063 0.00098536266358694585 0.00048933319323059038 -0.00053835178131953192 0.00053229330023322173 0.00038497167634715418 0.00057792152703849576 0.00024856273210736369 -0.0012608764253064168 -0.00083410894961923401 -0.00055372523150219364
leaf_weight=0.0014363785487791483 0.0012629451071683442 0.0016998957665472761 0.0015967688235408719 0.0014206830927427907 0.0013231147690258563 0.0011018142795742305 0.0011171683572618338 0.001158330093216974 0.0012570874305901656 0.0014621069227018788 0.0020937240807938932 0.0019908677255543452 0.0016845560461928857 0.0010849705720543694 0.0013316298624310762 0.0019852915146358896 0.003521315370770931 0.0012670037963360414 0.001182509753803628 0.0015952081447565538 0.0016771608787848778 0.0023069442037602032 0.0017009562067045172 0.0042568969761629374 0.0047371190017332929 0.0016092792611743798 0.0019091628977132508 0.0017875813259040163 0.0012426860137685347 0.0011267546909971005
leaf_count=181 167 222 206 67 252 71 113 77 104 24 24 290 262 63 86 63 147 13 48 46 21 152 90 217 360 14 72 222 136 100
internal_value=0 -5.92739e-06 2.44031e-05 -5.11744e-06 2.49681e-05 5.69878e-05 8.51049e-05 -2.96437e-05 0.00032088 0.000244718 0.000168733 1.02597e-05 5.47855e-05 0.000264409 0.000388498 0.00027886 0.000461182 0.00074133 9.87572e-05 6.52897e-05 0.000110544 0.000154132 8.67103e-05 0.000142738 3.00783e-05 -0.000138335 -0.000275997 -0.000570088 -0.000178304 0.000147058
internal_weight=0 0.053665 0.0522286 0.0506318 0.0492111 0.0475112 0.0461881 0.0310678 0.0151203 0.0138632 0.012746 0.0299095 0.0279186 0.0112839 0.00919021 0.00810524 0.00611995 0.00478832 0.0262341 0.0250516 0.0239497 0.0223545 0.0206774 0.0189764 0.0147195 0.00998241 0.00837313 0.00493943 0.00315185 0.0034337
internal_count=3910 3743 3562 3356 3289 3067 2815 2178 637 533 420 2101 1811 396 372 309 246 160 1549 1501 1430 1384 1363 1273 1056 696 682 430 208 252
is_linear=0
shrinkage=0.00134594


Tree=1479
num_leaves=31
num_cat=0
split_feature=1429 14 9 151 4 150 158 159 160 133 38 401 2 16 1 457 151 133 12 133 42 43 1186 15 12 2 47 12 51 150
split_gain=0.000536525 0.000475985 0.000496024 0.000425083 0.000788713 0.000378657 0.000394949 0.000604585 0.000568657 0.000450969 0.00046027 0.00039307 0.000359285 0.000307873 0.000411582 0.000300631 0.000388005 0.000579405 0.000376523 0.000364192 0.000711995 0.000686284 0.000316638 0.000456796 0.00056164 0.000303998 0.000541129 0.000513752 0.000242172 0.000151505
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.40391999999999995 0.28937500000000005 -0.097334999999999991 0.085745000000000002 0.073745000000000019 -0.217635 -0.23133499999999999 0.083695000000000006 1.0000000180025095e-35 0.097360000000000016 -0.53943499999999989 0.10956 -0.0015249999999999997 0.056555000000000001 0.08493500000000001 -0.013124999999999998 0.087035000000000015 -0.089744999999999978 -0.014114999999999997 0.085080000000000003 0.084050000000000014 0.091475000000000015 0.075670000000000015 0.09550500000000002 0.093225000000000016 0.08955500000000001 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 -10 11 15 -9 -6 -15 -11 18 -18 -17 20 -20 -21 23 25 -25 26 -22 28 29 -27
right_child=1 -3 3 4 13 6 -8 12 9 10 -12 -13 -14 14 -16 16 17 -19 19 21 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00095251651643323801 0.00086464547624899568 -0.00076555107299414052 -0.00075299278220140094 0.00061715025048997025 0.0011526389773625443 -0.00090368430032918977 -0.00072059526807248151 0.00016332666821730068 -0.00088418661127678128 -0.00047041197480869097 -0.0008538725451915141 -0.00066144119837775034 0.0010763635972553341 -0.00032148209877917478 0.00067159858957599006 0.00076949771181924727 -0.00080837172931205899 0.00044501179770247313 -0.00080995708943999874 -0.00084802853786018447 -0.00070950612165289505 0.00030733539907162167 0.0010106785969466777 -0.00096512977247414 0.00038759874313335662 0.0006517854126024625 0.00052328277989264029 -0.00027918550476406035 0.00019932620677809781 0.0011774200581332172
leaf_weight=0.0010491178218724742 0.0011981273803263184 0.0013593941741175666 0.0012544918001804453 0.001460837160393246 0.0011110828138242157 0.0014508505131994301 0.0015455807195989815 0.001998714986266136 0.0010960949607159423 0.0017276592826089834 0.0011023666067988538 0.0013986448164789436 0.001201585552202733 0.0010744482740108188 0.0022450585933978529 0.0016654323006641747 0.0017837671428111426 0.001003465509562762 0.0010887164633664797 0.0017637261748972843 0.0011090247384100242 0.0018178816364941 0.0010117281324957253 0.001100985640410391 0.0010385514079414015 0.0025258552979418036 0.0014059421956318374 0.0011543316893587452 0.0013170504706142561 0.0015350738489416926
leaf_count=181 124 125 82 41 75 263 292 169 186 190 41 273 99 24 233 84 35 35 113 370 75 117 32 207 116 141 46 50 59 32
internal_value=0 2.69305e-06 2.80492e-05 2.98357e-06 2.74674e-05 -4.02027e-05 -6.94413e-05 -3.7285e-05 -9.91813e-05 -5.53773e-05 -1.98217e-05 1.77862e-05 0.000506136 0.000551403 0.000350161 5.90023e-05 0.0001019 -0.000357126 0.00017093 0.000111834 0.000212497 -0.000261612 0.000303751 0.000239817 -0.000308503 0.000369485 -2.034e-05 0.00051957 0.000691015 0.000850481
internal_weight=0 0.0425465 0.0411871 0.0399889 0.0387345 0.0343039 0.032843 0.0312974 0.0280971 0.0266463 0.0255502 0.0244478 0.0032003 0.00443059 0.00331951 0.0230492 0.0213215 0.00278723 0.0185343 0.0168689 0.0132873 0.00358161 0.0121985 0.0111868 0.00213954 0.00904728 0.00251497 0.00653231 0.00537798 0.00406093
internal_count=3910 3729 3604 3480 3398 3066 3025 2733 2465 2202 2016 1975 268 332 257 1702 1512 70 1442 1358 871 487 758 726 323 403 121 282 232 173
is_linear=0
shrinkage=0.00131955


Tree=1480
num_leaves=20
num_cat=0
split_feature=0 1 2 3 15 0 132 15 42 47 1 48 16 16 15 0 49 1 1
split_gain=0.000118984 0.000192965 0.000212267 0.000220234 0.000288334 0.000285084 0.000189314 0.000192522 0.000252249 0.000221322 0.000222939 0.000196722 0.000420851 0.000387208 0.000250392 0.000180536 0.000126231 0.000107272 6.02355e-05
threshold=0.18055000000000002 0.076710000000000014 0.106035 -0.084129999999999996 0.083935000000000023 -0.074249999999999997 0.080815000000000012 0.083185000000000023 0.079890000000000017 0.09252500000000001 0.12446500000000001 0.084500000000000006 -0.03800499999999999 -0.094359999999999986 -0.0089749999999999986 -0.076734999999999984 -0.053904999999999988 0.10264000000000002 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 -5 7 9 -9 11 18 12 17 -13 -14 -1 -15 -3 -11
right_child=-2 6 -4 4 -6 -7 -8 8 -10 10 -12 13 14 16 -16 -17 -18 -19 -20
leaf_value=-0.0027943596271655185 0.0014919775112879246 0.0037398042216917541 -0.0026060776304490147 -0.0016856162905221931 0.002208795063273831 0.0015516734464778065 0.0022116249500178484 -0.0031104429043846871 0.00038624389489331742 -0.0022275351576536489 0.00073078451802533113 -0.001807675221734343 -0.0015956125305878071 6.2294766887754014e-06 0.0012266411193974181 -8.8735313889242991e-05 0.0024118141533340789 0.0017180439480808721 -0.00074050765527830216
leaf_weight=0.0013221029720329666 0.0012091642667960137 0.0013194042422131061 0.0012346390121736051 0.0019134596181505708 0.0013191260191028897 0.0010096964496569844 0.0010683978539333385 0.0010013863717853724 0.0010036602989322019 0.0014323320476308252 0.001733872625742372 0.0018430575022527762 0.0012927805335505851 0.0010017589119646342 0.0018666265457560911 0.0010958821146550548 0.0011254184618765262 0.0012340000332616979 0.001230399628042278
leaf_count=722 44 68 304 462 364 48 184 184 260 137 74 59 155 124 254 80 57 238 92
internal_value=0 -9.11382e-05 -0.00072885 -0.000380861 0.000295841 -0.000567414 0.000202376 6.89149e-05 -0.00136012 0.00027242 -0.000644726 0.000688851 0.00127455 -0.000153923 7.18186e-05 -0.00156811 0.00127894 0.00276274 -0.00154041
internal_weight=0 0.025048 0.00789491 0.00666027 0.00424228 0.00292316 0.0171531 0.0160847 0.00200505 0.0140797 0.0043966 0.00968305 0.00571281 0.00397023 0.00315941 0.00241799 0.00212718 0.0025534 0.00266273
internal_count=3910 3866 1980 1676 874 510 1886 1702 444 1258 303 955 715 240 409 802 181 306 229
is_linear=0
shrinkage=0.00492917


Tree=1481
num_leaves=31
num_cat=0
split_feature=31 1429 3 1374 457 457 1213 484 14 48 0 0 457 403 51 51 42 43 4 3 376 42 13 2 0 15 15 160 12 1
split_gain=0.000779145 0.000618966 0.000554078 0.000602946 0.000620495 0.000622025 0.000540562 0.000498091 0.000472352 0.000427335 0.000842909 0.000661633 0.000653214 0.000377461 0.000378441 0.000569515 0.00058967 0.000610868 0.00130761 0.00058661 0.000602392 0.000567588 0.000785293 0.000385604 0.000663058 0.000756972 0.000505623 0.000704123 0.000410364 0.000360242
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.31335500000000011 0.086000000000000007 -0.098834999999999992 -0.066264999999999991 -0.081334999999999977 -0.079734999999999986 0.077685000000000018 0.12649500000000002 -0.15137999999999999 -0.15137999999999999 0.53894500000000012 -0.088854999999999976 -0.40274499999999996 -0.030229999999999996 -0.11145999999999999 -0.50749999999999995 -0.51381999999999983 -0.16059999999999997 1.0000000180025095e-35 -0.088669999999999985 -0.013465 0.10679500000000001 -0.045139999999999993 0.083935000000000023 -0.033649999999999992 0.031805000000000007 0.092150000000000024 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 9 11 -11 12 29 -13 -15 -16 -17 -18 -19 -20 21 -21 23 24 25 26 27 28 -23 -9
right_child=1 2 -4 -5 5 6 7 8 -10 10 -12 13 -14 14 15 16 17 18 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012917451954051501 -0.0012112499701907656 0.0010141063820858309 0.00076838054384666826 -0.0010380741077484989 -0.0012176602086149896 -0.0011172807813161273 -0.00091736803976213532 0.00044937309317623884 -0.00090983659340806717 -0.0015113516042633529 0.00037469876723391472 -0.00090199847442592974 -0.00056740450794823824 -0.00076033512643321221 0.00060057643166728234 -0.0010975616648540056 0.0010469825587593779 -0.001486790745899534 0.0010884707689383334 0.00067340819823543622 0.0011206370148165508 -0.0012321804624266747 -0.00065618534614217839 -0.000631968850839531 0.001154815521066746 0.000628297269178308 -0.0011854523162996098 0.00069953156900764133 1.6846821131848979e-05 0.0012449827936724324
leaf_weight=0.0010133044477435007 0.0010341348648822682 0.0012738942648837783 0.0019362646054056345 0.0014019488734449128 0.0010392791428481809 0.0010277630515445604 0.0013310055987661154 0.0040972089807809085 0.0012059818694907234 0.0011260469946989815 0.001053990802471815 0.0010435760013685616 0.0010992755258030229 0.0013438172611630597 0.0039013124048794525 0.001119828090278995 0.0012786235100676847 0.0013311419141510536 0.0012071884586759415 0.0021197279053165588 0.0010418196538150007 0.0011758192416892388 0.0050564124421282009 0.0015723653557334081 0.001368366705404086 0.0029619187575278261 0.001218725380766718 0.0016262470079084768 0.0012434246249923842 0.0019203608009218942
leaf_count=113 179 43 136 102 143 379 258 82 104 23 59 416 11 84 329 94 21 24 49 87 53 144 313 98 29 281 63 64 62 67
internal_value=0 -5.07412e-05 -2.63104e-05 -5.89196e-05 -2.89377e-05 -5.87892e-05 -3.10842e-05 -4.78253e-06 2.47617e-05 5.30049e-05 -0.000599496 9.07092e-05 0.000507002 -6.07821e-06 2.55438e-05 6.2963e-05 -2.3273e-05 2.85773e-05 -3.08191e-05 6.33001e-05 -5.42318e-07 -6.42214e-05 -0.0001606 6.38037e-05 0.000177828 1.53124e-05 -0.000329584 -7.17497e-05 -0.000590215 0.000703273
internal_weight=0 0.0501575 0.0491233 0.0471871 0.0457851 0.0445112 0.0434719 0.0424442 0.0411132 0.0399072 0.00218004 0.0377272 0.00711685 0.0306103 0.0295667 0.0282229 0.0243216 0.0232018 0.0219232 0.020592 0.0193848 0.018343 0.0162233 0.0111669 0.0095945 0.00822614 0.00526422 0.00404549 0.00241924 0.00601757
internal_count=3910 3797 3618 3482 3380 3337 3194 2815 2557 2453 82 2371 160 2211 1795 1711 1382 1288 1267 1243 1194 1141 1054 741 643 614 333 270 206 149
is_linear=0
shrinkage=0.00151575


Tree=1482
num_leaves=31
num_cat=0
split_feature=158 133 160 52 1 14 0 48 147 484 3 12 0 11 13 40 16 1 0 49 12 131 402 123 0 1186 130 12 0 48
split_gain=0.000853155 0.000805033 0.000716338 0.000735205 0.000698866 0.000599589 0.000574481 0.000531954 0.000696738 0.000485898 0.00063779 0.00048995 0.000493029 0.000481334 0.000606807 0.000638147 0.00101484 0.00065638 0.000762408 0.000616321 0.000451817 0.000647241 0.000462596 0.000541786 0.000633394 0.000880181 0.000556651 0.000453423 0.000834003 0.000842459
threshold=0.11034000000000001 -0.26719999999999994 -0.40446999999999994 -0.51745999999999992 0.10420500000000001 0.064610000000000015 1.0000000180025095e-35 -0.081134999999999999 1.0000000180025095e-35 -0.065229999999999996 -0.15002999999999997 0.10129000000000001 0.13167000000000004 0.088315000000000018 -0.051009999999999993 0.053870000000000008 0.050115000000000007 0.11215000000000001 -0.11756999999999999 0.090775000000000008 0.097955000000000014 0.088865000000000013 0.079755000000000006 1.0000000180025095e-35 0.12500000000000003 0.085080000000000003 -1.0000000180025095e-35 0.089745000000000005 -0.10071499999999999 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 7 -6 13 -5 -11 20 -13 14 19 16 17 -16 -19 -9 21 22 23 24 25 26 -12 28 29 -28
right_child=-2 2 3 4 6 -7 -8 8 -10 10 11 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00095035892629157079 -0.0013438319450030628 -0.00097736097817642921 -0.0010191324882391905 -0.00098914120568174965 -0.00078015067351740284 -0.0010936258406217308 0.0013572637005854222 0.0010915584809186218 0.001457063969841383 0.00073347823280104751 -0.0009879593636824102 -0.0013871560148505256 -3.3779531414136285e-06 -0.0006107191750787112 0.00094204667924007357 0.0010304603392856052 -0.0010134416919718766 -0.00070067774571266439 0.00062618104335408634 -0.00012965341753280602 0.00079257993105609015 -0.0010286815749390248 -0.00070298402720308573 0.001046446179891262 -0.0010024560991129632 0.0012743799954428913 0.00063810285869197211 0.00051945991174467423 -0.00051335702464331591 -0.00026467639263955925
leaf_weight=0.0018668427595901474 0.0010361707557001157 0.0014788889636631044 0.001329067255879445 0.001037702848787291 0.0010038481700007642 0.0011169038579894588 0.001053539109392875 0.0031913762012706357 0.0010551589627318956 0.0024789346432782999 0.0011141090978732384 0.0010999277328300741 0.0010861779956172768 0.0013119143831090705 0.0018619376131048249 0.0013088972259867049 0.0018334735907252764 0.0020896975031930998 0.0016409358237048366 0.0012096319462779892 0.0015070887457153672 0.0013027678197594641 0.0017192447387288081 0.0011697810866602145 0.0011948859638550849 0.0012477951960656588 0.0047831292820319365 0.0038058406780223644 0.0051554898944383915 0.0040532321515911462
leaf_count=230 167 274 266 323 27 77 121 209 65 46 123 194 15 34 53 18 57 45 47 50 49 217 250 77 13 28 66 234 483 52
internal_value=0 -9.69939e-06 2.26756e-05 5.07058e-05 7.8351e-05 -4.39253e-05 0.000314215 0.000247643 0.000314194 -8.13301e-06 2.39618e-05 -3.61913e-05 -0.000699619 0.000230728 0.000314765 9.25019e-05 -7.28205e-05 0.000235554 -0.000117053 0.000755904 1.74183e-05 -2.83119e-05 2.54447e-05 8.10447e-05 2.81608e-05 8.92468e-05 1.1052e-05 7.35887e-05 -4.76901e-05 0.000223999
internal_weight=0 0.0561082 0.0542414 0.0527625 0.0514334 0.033873 0.0175604 0.0165069 0.015503 0.0327561 0.0317184 0.0292395 0.00218611 0.0144479 0.0131359 0.00873494 0.00742604 0.00559257 0.00373063 0.00440101 0.0270534 0.0255463 0.0242435 0.0225243 0.0213545 0.0201596 0.0189118 0.0177977 0.0139919 0.00883636
internal_count=3910 3743 3513 3239 2973 2247 726 605 578 2170 1847 1801 209 513 479 220 202 145 92 259 1592 1543 1326 1076 999 986 958 835 601 118
is_linear=0
shrinkage=0.00145689


Tree=1483
num_leaves=22
num_cat=0
split_feature=3 453 1447 4 158 49 156 403 52 133 0 4 13 49 151 3 3 0 3 52 1
split_gain=0.00012416 0.000140904 0.000220151 0.000217296 0.000130928 0.000160578 0.000125605 0.000133672 0.000151082 0.000319329 0.000192283 0.000220819 0.00020878 0.00019971 0.000266073 0.000311707 0.000225105 0.000114954 0.000102217 0.00016615 7.89939e-05
threshold=0.30601500000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.28937500000000005 0.084710000000000021 0.10447000000000002 0.084090000000000012 0.10150000000000002 0.11401500000000002 -0.091614999999999988 -0.017269999999999997 -0.49269499999999994 0.16421000000000002 -0.085974999999999982 0.056555000000000001 0.094625000000000015 -0.010319999999999998 -0.10209999999999998 -0.075954999999999981 0.071660000000000015 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -4 12 -12 13 -11 15 16 18 -18 19 -15 -5
right_child=-2 -3 3 20 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0026991008787303561 0.0020101315520538888 -0.0019779849736449428 -0.0025542071603488724 0.000853735383811735 -0.0020645696112668198 0.0018951473971121095 -0.0016018259031030128 -0.0020280243777575659 -0.0015257718872178528 -0.0017854422239655988 0.00027483426124397611 0.0038386843817483926 -0.0021728908976089353 -0.00029504398592220731 -0.0019408069618622379 0.0039689505597540493 -0.0018755738300864993 0.00078126682344326645 0.0031449339685660537 0.0028009375262233209 0.0030218184741205765
leaf_weight=0.0010052665314338243 0.0010036500333225609 0.0013178502952680962 0.0011798105836081105 0.0013244036604387324 0.0010881393219851895 0.0014881090002828437 0.0017844213861153415 0.0010146937513569312 0.0016159760000593751 0.0010892695086122143 0.0011503324986090746 0.0012687504001777138 0.0010638009511814159 0.001449196181259352 0.0010026350475706991 0.001252000612616655 0.0012869560195465368 0.0010075618079383704 0.0011043413921114631 0.0010283846854445139 0.0010419723037778106
leaf_count=368 164 91 248 90 251 240 362 217 333 73 60 63 97 461 26 25 43 43 115 323 217
internal_value=0 -0.000102081 -1.1948e-07 0.000116624 -7.51602e-05 3.42469e-05 -0.000117092 4.33436e-05 0.000178952 0.000377381 0.000649652 0.00214399 0.000298148 0.000583245 0.000900563 0.00130021 0.000731623 -0.00070891 0.0016544 0.000990024 0.00180839
internal_weight=0 0.0255639 0.024246 0.0232408 0.0208744 0.0197862 0.0182981 0.0165137 0.015499 0.013883 0.0127032 0.00241908 0.0102841 0.00922035 0.00813108 0.00712844 0.00587644 0.00229452 0.00358192 0.00247758 0.00236638
internal_count=3910 3746 3655 3287 2980 2729 2489 2127 1910 1577 1329 123 1206 1109 1036 1010 985 86 899 784 307
is_linear=0
shrinkage=0.00589082


Tree=1484
num_leaves=20
num_cat=0
split_feature=147 11 4 3 159 0 16 16 48 457 151 16 13 403 42 4 52 49 4
split_gain=0.000101601 0.000191415 0.000151698 0.000202005 0.000194257 0.000223765 0.000235505 0.000216345 0.000158277 0.000190592 0.000208359 0.000129071 0.000256081 0.000290318 0.000203553 0.000156089 0.00015981 0.000115084 4.73898e-05
threshold=0.089245000000000005 0.088315000000000018 0.27608500000000008 0.11476000000000001 -0.034019999999999988 0.18055000000000002 0.31524000000000002 -0.38486499999999996 0.09227500000000001 0.085230000000000014 -0.08341999999999998 -0.23935499999999996 0.0024700000000000004 0.03138500000000001 0.084100000000000022 -1.0000000180025095e-35 -0.0066199999999999991 -0.045004999999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 9 10 -9 -12 13 14 15 16 -13 -10 -8
right_child=-2 -3 3 -5 5 -7 18 8 17 -11 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0019932576136684863 0.0015469847968127063 -0.0021397737992595407 0.0028126595305335276 -8.9362192019327945e-05 -0.0014977721311708392 0.0022327152426208129 -0.0025126115970744256 0.0024371823614236449 0.0025716358330497846 -0.0015642673754993888 0.0013736263084492282 -0.00046846420412748806 -0.0023764465227128612 0.0020504069206451472 -0.0023541640435580324 -0.0010853357453865461 0.0019602769586433756 0.00046941674791229292 -0.00097169018355984353
leaf_weight=0.0013151132823524111 0.0010098831170576852 0.0010904678796097569 0.0010896337988669782 0.0013670072203965933 0.0019791725498212098 0.0010752375145912643 0.0010181260216655932 0.0010191897142748105 0.001159101621883929 0.0016427049272924607 0.0015677122575896681 0.001278892229607473 0.0011730718504785187 0.0015932276806351897 0.0010702546847444483 0.0017586911106891442 0.0014743448441032411 0.0015234845849494564 0.0010000849500220177
leaf_count=480 159 139 212 116 160 27 165 188 87 99 47 154 279 229 599 109 357 193 111
internal_value=0 -7.93898e-05 1.38181e-05 0.00119782 -0.000120541 5.82127e-07 -0.000124045 6.61877e-05 0.000269019 3.25549e-05 0.000272428 4.99342e-05 -0.000198634 0.000157405 -0.000382882 8.47174e-05 0.000832115 0.00137775 -0.00174904
internal_weight=0 0.0251955 0.0241051 0.00245664 0.0216484 0.0203333 0.0192581 0.0172398 0.0152607 0.0125781 0.0109354 0.00991619 0.00834848 0.00717541 0.00558218 0.00451193 0.00275324 0.00268259 0.00201821
internal_count=3910 3751 3612 328 3284 2804 2777 2501 2341 2061 1962 1774 1727 1448 1219 620 511 280 276
is_linear=0
shrinkage=0.00502775


Tree=1485
num_leaves=20
num_cat=0
split_feature=124 12 159 50 48 3 15 52 16 0 0 403 3 151 15 1 4 3 4
split_gain=9.73322e-05 0.000124656 0.000119348 0.000175585 0.000264038 0.000170727 0.000220032 0.00018165 0.000377845 0.000207843 0.000494841 0.000206487 0.000259278 0.000184354 0.000293872 0.000351279 0.000158888 0.000101275 7.34168e-05
threshold=0.10385500000000002 0.11655500000000001 -0.034019999999999988 0.098870000000000027 0.12675000000000003 -0.100615 -0.016339999999999997 0.090640000000000012 -0.069894999999999985 -0.10071499999999999 -0.084074999999999997 0.03138500000000001 -0.075679999999999983 -0.0088999999999999982 -0.10312999999999999 0.094890000000000016 0.00046500000000000008 -0.13309499999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 9 -9 13 -11 12 -12 16 -15 18 -7 -8 -16
right_child=-2 -3 3 -5 -6 7 17 8 -10 10 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.00095877651975787904 0.0011421833532931779 -0.0013457168781295626 0.0020042107843088628 0.0016289921756799275 -0.0019047268043546274 0.00060743427420634352 -0.00044327692193481234 -0.0024477531279193075 0.00059368389952152662 -0.0023953247384038753 -0.0016276138700789305 0.0016586770476260937 0.00057166996639819998 -0.00039526907530267242 8.5313714446830785e-05 0.0032881101851185927 -0.0014215177957269851 0.0010148239841620494 0.0013850620330909127
leaf_weight=0.0017541999263909125 0.0010200345643838196 0.0010467621734309143 0.0014087784991996671 0.001006082532505225 0.0010066192803097609 0.0011048764090872965 0.0016631595592717652 0.0012953678222376031 0.0010938697230639593 0.0014406666431065343 0.0012770710482841114 0.001044652287736314 0.0019927738200129748 0.001769687704399836 0.0013044754220232707 0.0011069899725981713 0.001137146570570069 0.0011839896663379179 0.0012221536079248807
leaf_count=481 49 180 152 264 70 77 191 286 145 613 541 98 310 147 41 61 73 93 38
internal_value=0 -5.87659e-05 -2.19359e-06 7.38791e-05 -4.39372e-07 9.51869e-05 0.00077252 -8.73799e-05 -0.00105529 8.51926e-05 -0.000461758 0.000183885 -0.000287283 0.00049692 0.000878064 0.00149822 -0.000421643 0.000163076 0.000714014
internal_weight=0 0.0248593 0.0238126 0.0220584 0.0210523 0.0200457 0.00425593 0.0157897 0.00238924 0.0134005 0.00575516 0.0043145 0.00326984 0.00764533 0.00540331 0.00363362 0.00224202 0.00284715 0.00252663
internal_count=3910 3861 3681 3200 2936 2866 436 2430 431 1999 1562 949 851 437 287 140 150 284 79
is_linear=0
shrinkage=0.00381041


Tree=1486
num_leaves=31
num_cat=0
split_feature=31 3 1374 1429 1365 133 13 14 401 160 1374 0 484 39 39 39 48 13 3 0 403 47 2 0 4 15 132 3 156 49
split_gain=0.000779906 0.000784575 0.000687996 0.000682346 0.000614369 0.000649178 0.000664359 0.000596572 0.000556772 0.000526079 0.000512524 0.000614252 0.000608592 0.000544061 0.000714481 0.000820552 0.000519451 0.000506635 0.000649696 0.000734218 0.00071964 0.000513512 0.000960761 0.000519255 0.000461798 0.000399555 0.000335618 0.000375167 0.000345943 0.000376836
threshold=-1.0000000180025095e-35 0.31335500000000011 0.086000000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.26719999999999994 -0.5337599999999999 0.077685000000000018 0.087020000000000014 -0.40446999999999994 -0.094679999999999986 -0.15137999999999999 -0.079734999999999986 0.13419 0.10189000000000001 0.005105000000000001 0.084500000000000006 -0.45122499999999993 -0.074234999999999982 -0.068899999999999989 -0.088854999999999976 0.09550500000000002 -1.0000000180025095e-35 -0.13870499999999999 0.0057500000000000008 -0.19153499999999998 0.092880000000000004 -0.077894999999999978 0.078725000000000003 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -8 -11 16 -13 14 15 17 -12 -14 20 21 -19 22 -20 -24 -18 -3 27 28 29 -22
right_child=1 25 -4 4 -6 6 7 -9 -10 10 11 12 13 -15 -16 -17 24 18 19 -21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010364663167984878 -0.00099161864707694638 0.00015606283775541891 -0.00089283702164972645 -0.00073501477022084271 -0.00096756942708363218 -0.00099895070101194442 -0.00071929056417877459 -0.00074927023528284736 -0.00063988986126829999 -0.00044480831565711545 0.00088535663053504259 -0.00082311395120340282 0.00083697696053391208 0.00095778367283488538 -0.0008872948694099601 0.00094369192388980773 -0.0003620063300409496 -0.00088255395628738782 -0.0012938368987800777 -0.00093286984517911161 0.00040665817388530704 0.00065267792825948344 -0.00056553486441576696 0.00060788137925753835 0.00055499455624188096 0.0012937532973314402 0.00090726878665898624 0.00073787879952853927 0.00070133747591924543 -0.00010448678225871322
leaf_weight=0.001148985075584529 0.0012422732621086277 0.001004612837693486 0.0016519269924053495 0.0019271388485022625 0.001121645807946158 0.0010249147553622598 0.0012412736023992834 0.0014960153340093365 0.0017216165341356051 0.0023993794430978701 0.0033470634435330123 0.0011665249841961009 0.0013806091666736997 0.0012704274466379664 0.0011935496985858709 0.0019523641955751505 0.001533504587087009 0.0010305771170940883 0.0010965704550471855 0.002128308252343592 0.0033293478709666155 0.001359379863397514 0.0010402827314379692 0.0016047610977796278 0.0022940284102546116 0.0010635954831110786 0.0011454003925148717 0.0017910022277023473 0.0014665793050790974 0.0087788335650840037
leaf_count=113 179 72 102 237 62 10 239 105 272 64 99 302 13 40 57 147 22 374 28 144 55 24 29 109 38 64 47 74 128 661
internal_value=0 -4.04841e-05 -7.1138e-05 -4.45661e-05 -2.09611e-05 8.32257e-07 3.11381e-05 5.42059e-05 8.13569e-05 0.000110539 0.000135475 0.000171259 9.39717e-05 0.000128969 9.30294e-05 0.000134663 0.000513113 7.42644e-05 3.17547e-05 -0.000294606 0.000166254 -2.82999e-05 -0.000275709 0.000146383 0.000187597 0.000741131 0.000231718 0.000181361 0.000107936 3.60611e-05
internal_weight=0 0.0548035 0.0527353 0.0510834 0.0498411 0.0487195 0.0467923 0.0457674 0.0442714 0.0425498 0.0413085 0.0389091 0.0317345 0.030568 0.0292976 0.028104 0.0071746 0.0261517 0.024771 0.0072293 0.0175417 0.00510099 0.00374161 0.00264504 0.00382753 0.00206821 0.0165112 0.0153658 0.0135748 0.0121082
internal_count=3910 3797 3661 3559 3380 3318 3081 3071 2966 2694 2455 2391 2232 1930 1890 1833 159 1686 1673 334 1339 190 166 138 60 136 965 918 844 716
is_linear=0
shrinkage=0.00129368


Tree=1487
num_leaves=31
num_cat=0
split_feature=9 1429 4 480 1374 457 1213 133 133 130 1 0 131 1186 1 44 3 148 4 12 133 49 15 0 47 47 43 12 15 48
split_gain=0.000752083 0.000588737 0.000553599 0.00067477 0.000554987 0.000618032 0.000641244 0.000472405 0.000457793 0.000528245 0.000596284 0.000543423 0.000523624 0.000484056 0.000925415 0.000448768 0.00067163 0.000343681 0.000422389 0.000602126 0.000380426 0.000542893 0.000471737 0.000417297 0.000373997 0.000817728 0.000569332 0.000449343 0.000475435 0.000499674
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.090240000000000015 -0.098834999999999992 -0.081334999999999977 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.088385000000000005 0.18055000000000002 0.10370500000000001 0.085080000000000003 0.08844500000000001 0.088980000000000017 0.30601500000000009 -0.082084999999999977 0.25367000000000006 0.10700500000000002 0.048655000000000011 -0.088329999999999978 -1.0000000180025095e-35 0.048265000000000009 0.086785000000000015 0.09550500000000002 -0.075819999999999985 0.091475000000000015 0.083185000000000023 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 13 10 -10 12 15 14 -9 16 17 -11 19 20 21 -19 -22 24 27 -26 -27 28 29 -23
right_child=1 2 -4 -5 -6 6 7 8 9 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0010633383924518495 -0.00095477838015703431 0.00084276882699850161 0.00087234913006429464 -0.0010266066747521467 -0.00089646625326372299 -0.00096725295638654541 -0.00073694641322453037 -0.00058385260923545803 -0.0012610586430990326 -0.0007125717220342906 6.7337872678756511e-05 0.00071829334827533202 -0.00091292068819197195 0.0012068839106335323 0.0010279094413310668 -0.00075061370421424314 0.00099852103930994944 -0.00096229922282510311 0.0004143770620872383 -0.00097344244815991254 -0.00015310269291893703 0.00042624608139569831 0.00057283663206008555 -0.0007553453064564218 -0.001268531977414852 -0.00058531581165860718 0.00066866333659292064 0.00083039171370260189 -0.00072133301964618941 -0.0002329458262857207
leaf_weight=0.0010008322903453373 0.0011236655136853116 0.0013585065353218786 0.0010786026198217882 0.0011036012273296083 0.0011378282629844741 0.0011339035056852067 0.0013517107547355014 0.0012496887643099466 0.001129332419858963 0.0010275351862389917 0.0010479588092593417 0.0017157784914101351 0.0010105185178811418 0.0010130465503195296 0.0010583451459011961 0.0011828219190022074 0.001144730404293747 0.0010701011007405717 0.0040126885696964423 0.0010424681335688959 0.0023876500566459291 0.0046428576219597062 0.0036279155209579797 0.0011646488567951261 0.0010357583336899632 0.0010896207508075406 0.001251220775694506 0.0013777163378374544 0.0011180486466526585 0.0030747843382870066
leaf_count=121 179 55 131 229 65 375 212 160 137 83 65 28 171 19 36 36 80 50 176 115 409 157 296 75 36 64 35 108 139 68
internal_value=0 -4.78215e-05 -2.54918e-05 -4.72242e-05 -2.23526e-05 1.14941e-06 -2.67637e-05 1.27261e-08 2.59036e-05 -1.66192e-05 -0.000621684 2.33301e-05 -1.48133e-05 0.000476013 0.000155218 1.5188e-05 4.63499e-05 7.31475e-06 3.48178e-05 -3.17411e-05 1.32076e-05 -8.99975e-05 0.000284703 -2.67326e-05 3.57087e-05 -0.00033022 8.4958e-05 0.000156686 5.16379e-05 0.000163618
internal_weight=0 0.0467631 0.0456394 0.0445608 0.0434572 0.0423194 0.0409608 0.0398269 0.0384752 0.0351542 0.00217729 0.0329769 0.0312611 0.00332108 0.00230803 0.0302506 0.0290677 0.027923 0.0268955 0.0228828 0.0218403 0.0158248 0.00601557 0.0147547 0.01359 0.0033766 0.00234084 0.0102134 0.00883569 0.00771764
internal_count=3910 3789 3610 3479 3250 3185 3130 2755 2543 2328 202 2126 2098 215 196 1927 1891 1811 1728 1552 1437 732 705 682 607 135 99 472 364 225
is_linear=0
shrinkage=0.00126831


Tree=1488
num_leaves=22
num_cat=0
split_feature=4 483 11 48 43 151 48 0 42 133 13 484 1 133 15 4 43 47 16 49 2
split_gain=0.000105143 0.000231884 0.000159447 0.000185194 0.000285911 0.000377347 0.000264002 0.000201846 0.000167162 0.000277376 0.000320979 0.00021723 0.000216918 0.00018312 0.000191366 0.000137527 0.000172704 0.000131633 0.000102087 5.2546e-05 1.9516e-07
threshold=0.50657000000000008 0.088030000000000011 0.087830000000000005 0.016865000000000002 -0.049504999999999987 0.056555000000000001 0.087945000000000009 -0.18901999999999997 0.084100000000000022 0.070680000000000007 -0.014114999999999997 0.073820000000000011 0.10113500000000002 0.083815000000000014 0.085285000000000014 -0.15534499999999998 -1.0000000180025095e-35 0.09252500000000001 -0.057604999999999996 -0.081629999999999994 0.093240000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 19 6 -6 -8 11 10 12 13 -10 14 15 -1 -17 18 -18 -5 -15
right_child=-2 -3 -4 4 5 -7 7 -9 9 -11 -12 -13 -14 20 -16 16 17 -19 -20 -21 -22
leaf_value=-0.001570198868947974 0.0014513091265608128 -0.0022450205572452984 -0.0017810120134554219 0.0029340695250828983 0.0024942226317174855 -0.0024881660950493026 -0.0011942372037177698 0.0012103576965543413 -0.0024190350575381799 -0.0027767559232622029 0.0018862529839323505 0.0020062547235503523 0.00025618461613250115 0.0011071575321860475 -0.0021723515705134684 -0.0013022134716999736 0.00048721945542081217 -0.00044671035453281523 0.0025353177918165056 0.0014537176061347099 0.0012004336530058533
leaf_weight=0.0011504579248633445 0.0010541599496050871 0.0010596993933132464 0.0010554890336894598 0.0010388318597385204 0.0013253374618969948 0.0010080384499762118 0.0016152303133800672 0.0015218661388315402 0.0014104225556471617 0.0013089835097111896 0.0011178688664781342 0.0012471676233373483 0.0013143140533653508 0.0010084900056331163 0.0012201628878068388 0.0011767210005241011 0.0011062494558820579 0.0012147942337937812 0.0010792177384397758 0.0011168551158982631 0.0010054999435087919
leaf_count=83 213 300 134 89 84 40 64 185 475 602 36 160 112 179 339 305 111 31 90 192 86
internal_value=0 -7.60599e-05 1.95414e-05 0.000102219 0.000705749 0.000129889 0.000721293 -2.77217e-05 -0.000197424 -0.00089318 -0.000251541 0.000153672 -0.00112861 -0.000104148 -0.000468784 -0.00010586 0.000262213 0.00080361 0.0014986 0.0021671 0.00115373
internal_weight=0 0.0251017 0.024042 0.0229865 0.00762616 0.00547047 0.00446243 0.0031371 0.0153603 0.00515159 0.00384261 0.0102088 0.00272474 0.00896159 0.0069476 0.00572744 0.00457698 0.00340026 0.00218547 0.00215569 0.00201399
internal_count=3910 3697 3397 3263 654 373 333 249 2609 1225 623 1384 587 1224 959 620 537 232 201 281 265
is_linear=0
shrinkage=0.00473777


Tree=1489
num_leaves=31
num_cat=0
split_feature=31 1429 1374 457 1213 484 4 133 133 160 130 1 38 3 148 48 52 457 48 1 42 1 12 12 52 133 42 160 13 457
split_gain=0.00113296 0.000691277 0.000475386 0.000505365 0.00053333 0.000492641 0.000525187 0.000599222 0.000614363 0.000771984 0.000636009 0.000586487 0.000567985 0.000923947 0.000514355 0.000440192 0.00043309 0.000387827 0.000401916 0.000646901 0.00051613 0.00043892 0.000361009 0.000289905 0.000451045 0.00037132 0.000703812 0.000446671 0.000283141 0.000240511
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.098834999999999992 -1.0000000180025095e-35 -0.08231999999999999 0.50657000000000008 -0.26719999999999994 -0.085714999999999986 -0.090764999999999985 -0.0015749999999999998 0.088385000000000005 0.11976000000000002 0.31335500000000011 -0.081759999999999985 0.016865000000000002 -0.51745999999999992 0.53894500000000012 0.12649500000000002 0.10113500000000002 -0.11145999999999999 0.092730000000000021 0.086765000000000023 0.085945000000000008 -0.089799999999999977 0.092550000000000007 0.088235000000000022 0.085545000000000024 -0.10241499999999999 0.048350000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 22 15 11 -11 13 14 -12 -10 -16 18 19 21 -21 23 -9 24 -18 26 28 -27 -25 -22
right_child=1 2 -4 4 5 6 -8 8 9 10 12 -13 -14 -15 16 -17 17 -19 -20 20 29 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0013288001839827377 -0.0012056125167062776 0.00089774955314734248 -0.00087751060649976867 -0.00083919792100193484 -0.0009417355567598397 -0.00088704231547717032 0.001020401174828668 4.251744942701639e-06 -0.0012478613310610434 -0.0014496238267564232 -0.00094623181451161447 6.0898504666085796e-05 -0.00098101085345125611 0.0014569705462717582 -0.00082143221819887615 -0.00010279413300934787 -0.00052244831526340903 -0.00063419696721937031 -0.00055062819520425136 -0.00020002919266816276 0.00067154360947322149 -0.00056457087248817516 0.00099874575542068444 -0.00032671297636586798 0.00049684376881184553 -7.0246069781955447e-05 0.00039308596028478907 0.0011299659966481576 -0.0013244761798338793 0.0014571385182727641
leaf_weight=0.0012721707490452863 0.0011003338623391248 0.0012606462025352974 0.0013874343295363625 0.0016948046904485805 0.001161271020609366 0.0015763709314415833 0.0010854822268549493 0.0012335084445118652 0.0016309743483793873 0.0011324399060920745 0.0010027396836678184 0.0010527834027982408 0.0010125189982872476 0.0010711973958068546 0.0010071031769636188 0.0012654771217754934 0.0010635216616377008 0.0012674021788825476 0.00145738268606621 0.0013074307266833785 0.0043645081419299561 0.0019480833031831893 0.0020832235529666954 0.0011921554332730011 0.006898386855983818 0.0018550015212094317 0.0016934136146637968 0.0010200736012109246 0.0012229305395511933 0.0010205893600812033
leaf_count=113 179 56 76 591 295 200 155 86 291 118 71 58 21 64 148 53 71 15 46 12 175 120 104 14 226 244 79 27 143 59
internal_value=0 -6.41469e-05 -3.7406e-05 -1.18344e-05 -3.77063e-05 -5.83904e-06 2.03719e-05 -6.51107e-06 2.92606e-05 -2.6784e-05 3.72773e-05 -0.000721894 9.18403e-05 0.000128799 7.85623e-05 -0.000747575 0.000116179 0.000152068 0.000191859 0.000237737 0.000621077 8.5874e-05 0.000628889 0.000170657 0.000360691 -4.59988e-05 -0.000327024 0.000355588 -0.000831952 0.00082043
internal_weight=0 0.0480692 0.0469689 0.0455814 0.0443208 0.042626 0.0414647 0.0403792 0.0388028 0.0354861 0.0325897 0.00218522 0.0304044 0.0293919 0.0283207 0.00289645 0.027318 0.0263109 0.0250435 0.0235861 0.00669253 0.0168936 0.00331673 0.0149455 0.00796191 0.00698357 0.0041085 0.00287508 0.00241509 0.0053851
internal_count=3910 3797 3618 3542 3486 2895 2600 2445 2245 2055 1711 176 1535 1514 1450 344 1379 1231 1216 1170 246 924 190 804 297 507 236 271 157 234
is_linear=0
shrinkage=0.00145689


Tree=1490
num_leaves=31
num_cat=0
split_feature=31 1429 453 4 480 1374 2 38 41 4 12 3 484 150 16 43 43 2 15 12 0 0 3 2 160 15 15 16 16 15
split_gain=0.000972515 0.000732143 0.000759471 0.000958308 0.000808975 0.000705859 0.000632738 0.000818253 0.000655046 0.000684833 0.000923832 0.000560531 0.000416792 0.000412808 0.00043527 0.00117521 0.000675254 0.000572453 0.000507782 0.000420029 0.000540348 0.000685823 0.00064142 0.000348998 0.000515917 0.000351751 0.000359607 0.000514716 0.000348039 0.000385816
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10097500000000002 0.51060500000000009 0.086640000000000009 0.090240000000000015 0.10910500000000002 0.12641000000000005 0.080335000000000018 0.15927500000000003 0.10700500000000002 0.31335500000000011 -0.0043499999999999988 -0.099594999999999975 -0.014099999999999998 0.0047600000000000012 0.098320000000000005 0.10325000000000002 0.090505000000000016 0.091475000000000015 -0.10462499999999998 -0.017269999999999997 -0.016619999999999996 0.11230000000000001 0.0088350000000000008 0.10687500000000001 -0.0089749999999999986 -0.071319999999999981 -0.083144999999999983 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 11 9 10 12 23 -3 -14 16 17 18 19 28 20 -16 22 -22 -8 25 26 27 -25 29 -15
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011933319792719996 -0.001026291734099736 -0.00081075604587772993 -0.0011289412591861548 0.0011512099127378907 -0.0010422192210486315 -0.00095880115003301673 0.00096335563695107266 -0.00079675514687100311 -0.00092732857186085147 0.00041177191699178346 -0.001319735242870992 0.00131962966987157 0.00078072903010028226 -0.00041747080190594386 0.000664636930595052 0.001128167508956412 -0.0011318541347895559 -0.00096784990496715732 -0.00099812534359779463 0.00041790486101569047 -0.00011817041590468138 0.00044288997512907251 -0.0012854959948460324 0.00072123066639482637 -0.00053279385948735026 -0.00030653766480352908 0.0011238014799912271 -0.00045096739149367622 -0.00042490082926003469 0.00029257228940333653
leaf_weight=0.0011217864000133129 0.0013000213792337392 0.0012094601208906255 0.0010582459899381993 0.00122938506586212 0.0013330428270145319 0.0012975547140141588 0.0012498007451543502 0.0010192467755132393 0.0014382791667499886 0.0054108508029807592 0.001042928525407826 0.0011303581613333336 0.0010790686982602429 0.0017566000790760457 0.0011129171282959777 0.0017412172761819287 0.0012860025125820415 0.0010488063960538705 0.0010438949052556943 0.0035407682388748363 0.0016935381990566007 0.0013209454120111166 0.0015883054797782847 0.0017839786415567724 0.001324634280757131 0.0010136290673750104 0.0013375102230597227 0.0010281790880695141 0.0028203996047640985 0.00551895715589284
leaf_count=113 179 325 27 140 229 65 71 12 111 166 135 70 23 67 32 48 117 60 267 135 245 42 61 121 57 79 44 96 343 430
internal_value=0 -4.87955e-05 -2.31019e-05 1.07669e-06 -2.88985e-05 5.70593e-07 2.85192e-05 0.000322956 -5.54909e-05 -1.77381e-05 -0.000101324 0.000451649 -5.38403e-05 -1.80121e-05 -5.32313e-05 0.0001255 -0.000226506 -4.39144e-05 -0.000121991 6.07723e-05 -0.000160464 -0.000359967 -0.000683118 0.000324851 0.000201853 0.000390325 0.000560546 0.000292652 -3.14012e-05 0.000121141
internal_weight=0 0.0507585 0.0494585 0.0484003 0.0471709 0.0458378 0.0445403 0.00988734 0.0346529 0.0332147 0.0278038 0.00886809 0.0267609 0.0255514 0.0244724 0.0120465 0.0124259 0.0103053 0.0111399 0.00925647 0.00571571 0.00460279 0.00328184 0.00773773 0.00648793 0.0051633 0.00414967 0.00281216 0.010096 0.00727556
internal_count=3910 3797 3618 3591 3451 3222 3157 550 2607 2496 2330 538 2195 1870 1847 623 1224 575 1107 515 380 348 306 468 397 340 261 217 840 497
is_linear=0
shrinkage=0.00131955


Tree=1491
num_leaves=21
num_cat=0
split_feature=3 453 4 15 1 1 48 42 13 0 15 150 0 42 15 43 43 1 12 1
split_gain=0.000123867 0.000136495 0.000198178 0.000221969 0.000194597 0.000288852 0.000194589 0.000227875 0.000370867 0.000170587 0.000166285 0.00016948 0.000195868 0.000290852 0.000274635 0.000251042 0.000248949 0.000133563 8.46853e-05 4.97332e-05
threshold=0.30601500000000009 1.0000000180025095e-35 0.15927500000000003 -0.10469999999999999 0.11198000000000001 0.10662500000000001 0.095825000000000007 0.088915000000000008 -0.071149999999999977 -0.050064999999999991 0.090505000000000016 0.086420000000000011 -0.10131499999999999 0.085195000000000007 -0.017214999999999998 -0.082689999999999986 0.0016850000000000001 0.090820000000000012 0.087020000000000014 0.11899000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 18 7 10 -9 -10 11 12 17 14 -14 -16 -17 -5 -4 -6
right_child=-2 -3 4 6 19 -7 -8 8 9 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21
leaf_value=-0.0028664880140826096 0.0020428522963940503 -0.0020019807623023796 0.002413864944388033 0.00083846628210767907 0.0032913041164369114 -0.0026134790177253452 0.0016688987710349822 -0.0046861621356465493 0.0014567590237275238 -0.0020367489805755219 -0.0022975718319660299 -0.0014605964023624777 -0.0031698043317253607 0.0028696966904722954 0.0021376216941348001 -0.0024435725138827759 0.00086945002673715971 0.003670290064131295 8.1519002794483371e-05 0.0015228785118439471
leaf_weight=0.0011404273732878263 0.0010111503064940677 0.0012950160191068641 0.0011251045583033905 0.0014819352880093267 0.0010507233693724527 0.0010146500639161005 0.0019298750582286131 0.001064418731555411 0.0010018171697282752 0.0010168175133229438 0.0010337355991647127 0.0018194029314524416 0.001125569364981838 0.0010969965854180086 0.0015293239636247347 0.0016615167383893306 0.0016146221849784315 0.0010119227681542053 0.0011230888346573931 0.0012658461841828506
leaf_count=230 164 91 85 87 78 54 156 485 261 82 291 155 313 254 252 442 107 43 96 184
internal_value=0 -0.000101628 4.5464e-07 -0.000298496 0.000993226 4.76998e-05 -0.000130069 -0.000354663 -0.00181626 -0.000302975 9.47337e-06 0.000219756 0.000540831 2.74793e-05 -0.000498214 0.000127545 -0.000810772 0.00198752 0.00124874 0.00232498
internal_weight=0 0.0254028 0.0241078 0.0185284 0.00557941 0.00326284 0.017388 0.0154581 0.00308305 0.00201863 0.012375 0.0113413 0.00952189 0.00702803 0.00593103 0.00480546 0.00327614 0.00249386 0.00224819 0.00231657
internal_count=3910 3746 3655 3158 497 235 2928 2772 828 343 1944 1653 1498 1368 1114 801 549 130 181 262
is_linear=0
shrinkage=0.00600863


Tree=1492
num_leaves=31
num_cat=0
split_feature=151 124 3 158 133 1374 150 1429 1213 456 1 51 43 48 157 484 403 12 484 4 484 2 2 0 12 13 2 2 403 13
split_gain=0.000956385 0.00096119 0.00153821 0.00083322 0.000805615 0.000795908 0.000959247 0.000766354 0.000757833 0.000820026 0.000870921 0.000866869 0.00146118 0.000903073 0.000741683 0.00062493 0.000530171 0.000675216 0.000546183 0.000436255 0.000425037 0.000417393 0.000662995 0.000854866 0.000464274 0.000425185 0.000487543 0.000532793 0.000463089 0.000639602
threshold=-0.52174999999999983 -0.50873999999999986 0.31335500000000011 0.11034000000000001 -0.26719999999999994 0.086000000000000007 -0.096234999999999987 -1.0000000180025095e-35 -0.082704999999999987 0.086300000000000016 0.10420500000000001 0.12342500000000002 -0.14252999999999996 0.137325 -0.084354999999999986 -1.0000000180025095e-35 -0.092224999999999988 0.10129000000000001 0.088645000000000015 -0.37626499999999991 0.085515000000000022 0.10393500000000001 0.11005500000000001 0.033525000000000006 0.098180000000000003 -0.07409499999999998 0.097775000000000015 0.091985000000000011 0.092300000000000007 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 -9 10 14 12 -12 -13 -10 -16 -17 18 20 -19 21 24 -23 -24 25 -18 27 28 29 -27
right_child=1 2 -4 -5 5 -7 7 8 9 -11 11 13 -14 -15 15 16 17 19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001307580568089053 -0.0013101966703304565 -0.0008590030894174447 0.0013460094537668678 -0.0012364782252709474 0.0010078513081224353 -0.00090669574529926719 -0.0009826776181988549 -0.0010735307583798275 -0.0011011985901544744 -0.00085512049479973223 -0.00023611823820802062 -0.001012222901411585 0.00085852670153969642 0.00051266477716073575 -0.00092738169172077735 -0.00079400147513474482 0.00044019662231673299 -1.0727418313098713e-05 -0.00078081008672074284 -0.0012197334702490749 0.00096790743154697551 -0.00094217451280934604 -0.00064110748308267881 0.0010638241309230488 0.0010969038628657378 -0.0011047768127353222 -0.00069492374889550102 0.00082172985170533743 0.00075452576673115852 2.9851015225130665e-05
leaf_weight=0.0010486196655428151 0.0010141157732164166 0.0019209627147414024 0.0015239332713175005 0.001008811795023489 0.0018516217043451624 0.00160218679668822 0.0013401629930137595 0.0010665208277744189 0.0010964256080401849 0.0016639171832335533 0.0030446205218837017 0.0014608615438369563 0.008049599705028998 0.0013571869724273711 0.0012019231444886638 0.0012571542831979468 0.0074015869913765997 0.001063718621139742 0.0010827309190855052 0.0010995780597689011 0.0012275517606896704 0.0015219565223940626 0.0010537733869524502 0.0010775586812741267 0.0010604000048752829 0.0010259253119739246 0.0014676184999733452 0.0017106134229123446 0.0012986376592998292 0.0073342812745080931
leaf_count=65 19 229 142 163 38 94 180 316 122 174 54 31 391 35 270 378 327 10 123 109 32 36 53 14 29 185 47 55 39 150
internal_value=0 -1.09884e-05 1.13915e-05 -2.40739e-05 -2.36453e-06 2.78749e-05 5.62253e-05 2.16511e-05 4.87743e-05 7.34246e-05 0.000106372 0.000388791 0.00055812 -0.000277829 -1.27586e-05 2.46695e-05 6.19634e-05 9.85325e-05 0.000155965 -0.000625251 0.000194707 0.000156669 -0.000263652 0.000220872 0.000228764 0.000183278 3.51445e-05 0.000129385 6.76818e-06 -0.000109385
internal_weight=0 0.0598859 0.0588718 0.0573479 0.0563391 0.0544181 0.0528159 0.0509643 0.0496241 0.0485576 0.0468937 0.0139123 0.0110942 0.00281805 0.0329814 0.031885 0.0306831 0.0294259 0.0272626 0.0021633 0.0261799 0.0249524 0.00365329 0.00213133 0.0212991 0.0202387 0.0128371 0.0113695 0.00965884 0.00836021
internal_count=3910 3845 3826 3684 3521 3292 3198 3160 2980 2664 2490 511 445 66 1979 1857 1587 1209 1090 119 967 935 103 67 832 803 476 429 374 335
is_linear=0
shrinkage=0.00134594


Tree=1493
num_leaves=19
num_cat=0
split_feature=151 1 15 131 43 376 132 52 474 160 12 13 16 52 52 160 47 49
split_gain=0.00011093 0.00017184 0.000279926 0.000167274 0.000149415 0.000211332 0.000218605 0.000257414 0.000230735 0.000311915 0.000185395 0.000245612 0.000259276 0.000172504 0.000170149 0.000135152 0.000125365 0.000104537
threshold=0.087190000000000017 0.12864500000000004 0.091915000000000011 0.092255000000000018 0.18078000000000002 0.048375000000000008 0.080815000000000012 -0.092854999999999979 0.084655000000000022 -1.0000000180025095e-35 0.092365000000000017 -0.083514999999999992 -0.19424999999999998 0.071660000000000015 0.024145000000000003 -0.14852999999999997 0.13177500000000003 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 15 11 13 -13 -11 17 -9 -3 -14
right_child=-2 16 -4 -5 -6 -7 -8 8 -10 10 -12 12 14 -15 -16 -17 -18 -19
leaf_value=-0.0021797025503904324 0.0011814977742945249 0.0019011396879561159 -0.0023127193133303139 -0.0017927386489565906 -0.0016482961394733093 0.0021629869477520921 0.0020395127579998082 -0.00064147915221907125 0.0019741381464382043 0.0028630032977946416 -0.0013435155975796123 -0.0018299941680492465 0.00067715508161228619 0.00026061076139322862 0.0015794819620485155 -0.0031351933380312268 -0.00015835794768367158 -0.00097332686726253896
leaf_weight=0.0013454505880053915 0.001690670351267908 0.0016211606225476479 0.0014259883433766765 0.0012760751338379691 0.0011849062152464998 0.0011129882978471719 0.0011330335102830427 0.0010030674460883432 0.0012979389436354053 0.0013813136021510975 0.0016406161310984222 0.0014907371085351962 0.0017119036805706145 0.0010447444412913232 0.0019729662817832283 0.0010274154250777172 0.0012020302125534954 0.0018807551374190479
leaf_count=473 136 272 575 290 191 128 166 206 165 132 167 104 50 142 227 283 44 159
internal_value=0 -9.79296e-05 -0.000242398 -9.8413e-05 1.40327e-05 0.0001232 -1.0897e-05 -0.000157963 3.02641e-05 -0.00016155 0.0001564 0.00041591 -4.01256e-05 0.00174232 0.000439286 -0.00190329 0.00102427 -0.000186871
internal_weight=0 0.0247531 0.0219299 0.0205039 0.0192278 0.0180429 0.0169299 0.0157969 0.0144515 0.0131535 0.011123 0.00948242 0.00705636 0.00242606 0.00556563 0.00203048 0.00282319 0.00359266
internal_count=3910 3774 3458 2883 2593 2402 2274 2108 1635 1470 981 814 540 274 436 489 316 209
is_linear=0
shrinkage=0.00483252


Tree=1494
num_leaves=31
num_cat=0
split_feature=31 1365 1429 1212 1374 457 4 150 48 15 158 41 159 43 4 13 160 133 52 42 15 15 12 43 15 52 4 4 11 13
split_gain=0.00104867 0.000638309 0.000598607 0.000592482 0.000559622 0.000686394 0.000493803 0.00062173 0.000541132 0.000526895 0.000471285 0.000703411 0.000499166 0.000480043 0.00142952 0.000450085 0.000340416 0.000598057 0.000371428 0.000406996 0.000399719 0.000397868 0.000364881 0.000611012 0.000487147 0.000361748 0.000337871 0.000615085 0.000335616 0.000337418
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 -0.098834999999999992 0.25367000000000006 -0.094019999999999979 -0.081134999999999999 -0.14676499999999995 0.085745000000000002 0.078610000000000013 0.08764000000000001 -0.50992999999999988 -0.51381999999999983 -0.45122499999999993 -0.077139999999999986 -0.10870499999999998 0.089525000000000007 -0.09602999999999999 -0.07142999999999998 -0.095799999999999982 0.087215000000000015 -0.074254999999999988 0.088345000000000021 0.11401500000000002 0.0057500000000000008 -0.0025899999999999994 0.087830000000000005 -0.14258499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -9 -10 11 12 13 -11 -15 -16 -17 -18 19 -19 -20 -21 26 24 -24 -22 27 -23 29 -8
right_child=1 -3 3 4 -6 6 28 8 9 10 -12 -13 -14 14 15 16 17 18 20 21 25 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011914623416778834 -0.00094246951854275868 -0.00098557688564836188 -0.00080440746881425818 0.00094507774442784077 -0.0007555848429042927 0.00079529870502693858 0.0011803251411499093 -0.001011624259836055 -0.0008648673103947885 0.00073636293423228448 -0.00082994882791616992 -0.0010606380963920404 0.000650996456001874 -0.0012825726855636051 0.00067121149891874877 -0.00049406180343724085 -0.00087025770690476447 -0.00062679889459270094 0.0011810001487613719 -0.00035079947758109327 0.0006791501159838008 0.00043230791906366853 -0.00019210823240367874 -0.00080874003376380475 0.00086584958993060049 -0.00025875688107375401 0.00077796917326098888 -0.00071277199987817349 -0.0001786504895652487 0.00034077733287311694
leaf_weight=0.0012191340737355274 0.0012046171164217514 0.0012309953901183937 0.0015462652647880706 0.0014517971787793007 0.0015433782027070011 0.0014921106784981921 0.0010255747388989711 0.0010408421177405805 0.0013148017868568332 0.0014849995096262161 0.0011850749339142866 0.0010194924612640923 0.0022554957506071274 0.0015078940928887471 0.0018246909584149753 0.0022763174092385033 0.001179727060062862 0.0015827520688927029 0.0010026761646195759 0.0030012811056332406 0.0014405228833185282 0.0035410269997184773 0.0019235711171146077 0.0014518102461678626 0.0012505033598557702 0.0014237457281089938 0.0024107776996453723 0.0010617004490606416 0.0016642821703243271 0.0044517517573771639
leaf_count=113 179 73 282 48 88 37 89 65 137 34 268 90 135 46 24 409 212 95 30 54 115 281 139 317 40 113 26 38 48 285
internal_value=0 -4.69653e-05 -2.36513e-05 -7.61718e-07 2.57857e-05 5.24276e-05 2.28489e-05 -3.89715e-05 -7.43562e-05 -4.57803e-05 -1.2971e-05 1.76299e-05 5.35314e-05 6.02117e-06 -3.43284e-05 3.98591e-05 -9.06651e-06 4.28375e-05 9.64554e-05 8.8598e-06 0.000463955 7.75786e-05 0.000188038 -9.964e-05 0.0002247 0.000212943 0.000377782 0.000168175 0.000340293 0.000497974
internal_weight=0 0.0507905 0.0495595 0.0483549 0.0468086 0.0452652 0.0438134 0.0366718 0.0351797 0.0341389 0.0328241 0.031639 0.0306195 0.028364 0.026879 0.0253711 0.0235464 0.0212701 0.0200904 0.0162234 0.00386694 0.0146407 0.0116394 0.00462588 0.00317407 0.00286427 0.00701351 0.00460273 0.00714161 0.00547733
internal_count=3910 3797 3724 3545 3263 3175 3127 2705 2668 2603 2466 2198 2108 1973 1939 1893 1869 1460 1248 990 258 895 841 496 179 228 345 319 422 374
is_linear=0
shrinkage=0.00131955


Tree=1495
num_leaves=20
num_cat=0
split_feature=401 41 39 3 3 15 3 0 457 15 43 52 52 3 2 16 15 42 43
split_gain=0.000114773 0.00011568 0.000129899 0.000310486 0.000172042 0.000305064 0.000183796 0.000376216 0.000351771 0.000155874 0.000347167 0.000196837 0.000188281 0.000188032 0.000229252 0.000190844 0.000190149 0.000133831 0.000124854
threshold=0.083100000000000021 0.078610000000000013 0.005105000000000001 0.10420500000000001 -0.10628499999999998 -0.016339999999999997 0.15165000000000003 -0.053834999999999994 -0.066264999999999991 0.088190000000000004 -0.084059999999999982 -0.15154999999999999 -0.07125999999999999 0.084925000000000014 0.11339500000000001 -0.09601999999999998 -0.09547499999999999 0.060615000000000009 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 18 5 -1 7 8 -6 10 -10 -12 -13 16 15 -15 -14 -7 -4
right_child=-2 -3 3 -5 6 17 -8 -9 9 -11 11 12 13 14 -16 -17 -18 -19 -20
leaf_value=0.0029404721086019972 -0.0014927836655546692 -0.0011649222765994507 0.00091225691642345846 -0.0010364741431403599 -0.0026182640317531252 -0.00081194986786303942 0.0010980890643656053 -0.0023170171544788613 -0.0023977349944350836 0.0012376283105809979 0.0019938008859166668 -0.0013896264569467649 0.00048853138654236566 0.0033340306206413994 -0.00052870052374484947 0.00059367788777873283 -0.0017348862279220106 0.0011454448620486983 0.0030608305605501749
leaf_weight=0.0010166755928725513 0.0010066005898518157 0.0014848530592135303 0.0011482354882838136 0.0010511840795750516 0.0010303415240484346 0.0015179986536066293 0.0019172500857738686 0.0017474361345326617 0.0011843722386384098 0.0020008957976290218 0.0010462798950878196 0.0016881731825880084 0.0017387080816709255 0.0010086623261482686 0.0011633414178433554 0.0010175233365075087 0.0013713059769668474 0.0012860599406412376 0.001016127085741488
leaf_count=83 354 177 189 41 234 182 145 226 271 632 134 123 151 40 54 36 610 50 178
internal_value=0 4.42786e-05 0.000119245 0.000954162 -1.02325e-05 0.000845408 -0.000203511 -0.00036991 -0.000113114 9.81225e-05 -0.000125008 0.00017295 -6.55561e-05 0.000289273 0.00105092 0.00195786 -0.000491845 8.57942e-05 0.00192097
internal_weight=0 0.0254354 0.0239506 0.00321555 0.020735 0.00382073 0.0169143 0.014997 0.0132496 0.0122193 0.0102184 0.00903399 0.00798771 0.00629954 0.00318953 0.00202619 0.00311001 0.00280406 0.00216436
internal_count=3910 3556 3379 408 2971 315 2656 2511 2285 2051 1419 1148 1014 891 130 76 761 232 367
is_linear=0
shrinkage=0.0044645


Tree=1496
num_leaves=20
num_cat=0
split_feature=457 457 484 52 52 457 1 13 15 160 16 133 403 2 16 3 1 133 52
split_gain=0.000108436 0.000164281 0.000143195 0.000155249 0.000232499 0.000293933 0.000246013 0.000158316 0.000174695 0.000143113 0.000198912 0.000196324 0.000272693 0.000186122 0.000181665 0.00022436 0.000176214 0.000213561 0.00012605
threshold=-0.098834999999999992 -0.0034949999999999994 -0.0043499999999999988 -0.048794999999999991 -0.40083499999999994 0.41137000000000007 0.080320000000000016 -0.00059999999999999995 -0.092669999999999988 -1.0000000180025095e-35 -0.0072149999999999992 -1.0000000180025095e-35 0.086810000000000012 0.11835000000000002 -0.15168999999999996 -0.08095999999999999 0.092550000000000007 0.090085000000000012 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -9 10 -5 12 -11 14 15 -13 17 18 -16
right_child=1 2 3 9 5 -7 7 8 -10 11 -12 13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0015951664335649856 -0.0020100479191392739 -0.001520067553324635 -0.0011034780427894117 -0.0028567157447304341 0.00021335497013017074 -0.0010723860086991846 0.0040783922513505525 0.0032122248301094864 0.00026281273285730763 -0.0033400226572537733 0.00019507391670951706 -4.9767672232114242e-06 0.00016870344420847057 -0.0012610273883904412 0.00019456858972613134 0.0026895984900820189 -0.0018682801916396117 -0.0011181633215975532 0.0025504601401564225
leaf_weight=0.0010559719169971329 0.0011112305512584733 0.0015125360652991108 0.0015492154905563382 0.0011739585710738853 0.0019445583168502222 0.0012999372384996377 0.001121918933870536 0.0010267190783110891 0.0010876348178930906 0.001004122314899312 0.0010769987534739464 0.0013923972348625635 0.0013874732319920091 0.0016026388296886416 0.0011280913935553284 0.0019518686742132085 0.0010311058738103895 0.0013336676851236767 0.00126937071735167
leaf_count=83 233 493 341 400 179 27 219 51 96 523 146 79 197 160 130 138 107 263 45
internal_value=0 -8.25449e-05 7.09607e-06 0.000110301 0.000681302 0.00110795 0.00165502 0.00252127 0.00169503 -0.000209183 -0.00139655 1.16885e-05 -0.00130445 0.000335886 0.000651592 0.0015677 8.25612e-06 0.000526841 0.00144193
internal_weight=0 0.0250054 0.0238942 0.0223817 0.00802998 0.00648077 0.00518083 0.00323627 0.00211435 0.0143517 0.00225096 0.0121007 0.0023916 0.00970914 0.0081065 0.00334427 0.00476224 0.00373113 0.00239746
internal_count=3910 3827 3594 3101 913 572 545 366 147 2188 546 1642 720 922 762 217 545 438 175
is_linear=0
shrinkage=0.00512831


Tree=1497
num_leaves=31
num_cat=0
split_feature=9 1429 14 1213 4 480 133 133 130 3 52 123 124 3 49 1 4 1374 457 150 1 52 47 47 15 1 43 2 42 11
split_gain=0.000829606 0.000648394 0.000492582 0.000431971 0.000444492 0.000509 0.000407228 0.000412097 0.000495674 0.000465296 0.000368581 0.000599588 0.000609965 0.000502644 0.000483741 0.000302789 0.000283383 0.000262255 0.000354632 0.000294625 0.000327743 0.000338427 0.000429747 0.000620349 0.000237724 0.000266435 0.000364388 0.000242825 0.000234133 0.000197634
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.08598500000000002 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 -0.15464999999999998 0.16064500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.16699000000000003 0.14321000000000003 0.08844500000000001 0.053925000000000008 -0.094679999999999986 0.088175000000000017 0.087515000000000023 0.13084000000000004 0.10701500000000001 1.0000000180025095e-35 0.09550500000000002 0.091600000000000015 0.090355000000000005 -0.089949999999999988 0.086545000000000025 0.08401500000000002 0.080455000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 15 -9 29 11 12 -11 14 17 -8 -12 -14 19 20 21 22 24 -24 25 26 -19 -28 -29 -10
right_child=1 2 -4 4 -6 -7 7 8 9 10 16 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013935325331559871 -0.0012850629155515721 -0.00079821222816831537 -0.0010913394287591774 -0.00089467811533087602 0.0011021788617093106 -0.0011086804373398923 0.00024915545179869533 -0.00077249923850327676 0.0010916109921415907 -0.0011124564133282223 -5.2159031435001405e-07 0.00097856541700679176 -0.0004940206289109362 0.00095824042713676732 -0.0010638582848419263 0.0013243031273961841 -0.0011516368275127252 -0.00062104589267319998 0.00080829180458221166 -0.00075497600189132431 0.00092359689005501358 -0.00085836143005889928 -0.0013281029890036163 0.00012316312505904857 -0.00038678430418881085 0.0009980351167807528 -6.8176091898923481e-05 0.0010154231819814582 0.00010535574866491416 0.00018879777916867594
leaf_weight=0.0010529456556259134 0.0010752513406017952 0.0016368971364766885 0.0010789235834034452 0.0011443798470975866 0.0010033219335637824 0.0010106280364643302 0.0017492466164115697 0.001883764150131916 0.0015550593744040253 0.0012025692463781814 0.0010418640295899164 0.0017536624732888409 0.0020055514702548285 0.0015142545691668721 0.0010534333535403553 0.0011064060758028127 0.001180094482635452 0.0010300303636263126 0.0017431800535350197 0.0011115184367183071 0.0011617324030162033 0.0010183016351628113 0.0011652505397363741 0.0022025389627241543 0.0011332970114880103 0.0015471491484575495 0.0016514686265287123 0.0020558165762729619 0.0011353822061142549 0.0010516368885333804
leaf_count=121 179 578 123 189 130 223 145 178 45 38 238 153 55 94 65 38 68 144 79 101 23 61 48 113 134 85 141 75 174 72
internal_value=0 -5.24631e-05 -1.92689e-05 1.05053e-05 4.60799e-05 1.68157e-05 4.9132e-05 8.08494e-05 2.7314e-05 7.87116e-05 1.53992e-05 7.23236e-05 2.40983e-06 6.46844e-05 -2.91961e-06 0.000665715 -0.000611885 5.60232e-05 0.000121084 4.23372e-05 0.000105186 3.1706e-05 0.000107737 -0.000378973 0.000299378 0.000404182 0.000247732 0.00043252 0.000691634 0.000727383
internal_weight=0 0.0410026 0.0399274 0.0388484 0.0372115 0.0362082 0.0351976 0.0340532 0.0311976 0.0293138 0.0267071 0.0244851 0.0227315 0.0215289 0.0200147 0.00285565 0.00222196 0.0189612 0.0169557 0.0152125 0.014101 0.0129392 0.0119209 0.00336779 0.00855314 0.00741985 0.0058727 0.00484267 0.0031912 0.0026067
internal_count=3910 3789 3610 3487 2909 2779 2556 2367 2184 2006 1889 1583 1430 1392 1298 183 306 1233 1178 1099 998 975 914 161 753 619 534 390 249 117
is_linear=0
shrinkage=0.00160853


Tree=1498
num_leaves=19
num_cat=0
split_feature=1 12 160 160 15 159 40 14 52 51 47 15 133 16 43 12 1 3
split_gain=0.000106637 0.00018046 0.00016984 0.000349489 0.000249958 0.000135464 0.0001344 0.000174481 0.000196357 0.000221418 0.000214734 0.000302244 0.000133718 0.000103656 0.00028851 0.000169932 8.54789e-05 7.78562e-05
threshold=0.090355000000000005 -0.0089849999999999982 0.069910000000000014 0.099550000000000013 -0.042544999999999993 0.073745000000000019 -0.079289999999999985 -0.13131999999999996 -0.072349999999999984 -0.21562499999999998 0.09252500000000001 0.035895000000000003 -0.085714999999999986 0.20277000000000003 -0.084059999999999982 0.084100000000000022 0.11561500000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -2 -8 9 -9 11 17 -6 14 -14 -16 -12 -10
right_child=5 2 3 -5 12 -7 7 8 10 -11 16 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0025511237438158299 0.0021108237321471801 -0.0028532154454553333 0.0026847101623333502 -0.0012682099094744855 0.0012167500102332452 0.00206253206241003 -0.002044360296288036 0.00067187405211855756 0.0017956288002044379 -0.0026892000455407297 -0.0013277824264348937 -0.00058343377685558025 -0.0031629862519821773 0.00078927801118261216 0.0012542535118693393 -0.0013492321674124026 0.00065901188107249744 0.0037559698040981141
leaf_weight=0.0011177130316044623 0.0010253304579910675 0.0013010074807724651 0.0016928344799427295 0.0012439585695460942 0.0017288521812336439 0.0013287345537702508 0.001226162476380536 0.0011780136129413421 0.0014009663513506439 0.001346681874202618 0.0015991510846257162 0.0013646710247235405 0.0013645936681712673 0.0013786564169349091 0.0015973448885895306 0.0016177330521527783 0.0012268240777535966 0.0012108752590268834
leaf_count=126 156 598 92 213 290 281 74 37 172 205 92 234 338 75 135 624 74 94
internal_value=0 -0.000375689 -0.000171788 0.00101034 -0.000558037 0.000350241 0.000153744 -3.63998e-05 0.000227569 -0.00112094 0.000728057 0.00157611 -0.000169593 -0.00057185 -0.000981602 -5.57442e-05 -0.000465267 0.00270446
internal_weight=0 0.0130427 0.011925 0.00293679 0.00898819 0.0129074 0.0115787 0.0105533 0.00932718 0.0025247 0.00680249 0.00397651 0.00768718 0.00595833 0.00457967 0.00321508 0.00282598 0.00261184
internal_count=3910 2491 2365 305 2060 1419 1138 982 908 242 666 500 1462 1172 1097 759 166 266
is_linear=0
shrinkage=0.00566207


Tree=1499
num_leaves=31
num_cat=0
split_feature=1429 14 133 160 1213 484 403 15 403 151 1 3 483 12 4 0 4 43 40 16 4 42 4 12 0 2 12 15 42 16
split_gain=0.000593838 0.000536752 0.000492812 0.000590077 0.00049812 0.000429927 0.000646079 0.000371677 0.000833544 0.000378521 0.000384463 0.000458443 0.000349579 0.000335435 0.000448434 0.000403792 0.000368391 0.000327378 0.000389096 0.000301892 0.000292432 0.000272859 0.000349382 0.000262313 0.000553634 0.000540674 0.000511967 0.000196412 0.000151423 0.000146206
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -0.081334999999999977 0.084225000000000008 -1.0000000180025095e-35 0.088190000000000004 0.087440000000000004 -0.27336999999999995 0.094695000000000015 -0.11171999999999999 1.0000000180025095e-35 0.086935000000000012 -0.077679999999999985 -0.074249999999999997 1.0000000180025095e-35 -0.24333999999999997 -1.0000000180025095e-35 -0.09601999999999998 -0.34687499999999999 0.08622500000000001 -0.081894999999999982 0.092475000000000016 -0.14808999999999997 0.11260500000000001 0.099680000000000005 -0.095799999999999982 0.092635000000000009 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 -8 11 20 -7 14 -13 -15 -16 -12 -19 -18 -11 22 -9 24 25 -20 -25 -21 -23 -26
right_child=1 -3 3 4 5 12 7 21 -10 10 17 13 -14 15 16 -17 19 18 23 27 -22 28 -24 26 29 -27 -28 -29 -30 -31
leaf_value=-0.0010882249011636143 -0.00082221701014650449 -0.00085833014575054046 -0.0009826768758371305 -0.00085927745919451204 -0.00095020859489363481 0.00094949273779378616 -0.00072808168428059648 0.00069734227978171775 -0.0011809003346559936 4.4751730449636492e-05 -0.00029728545637901303 0.00063778884862936722 -2.5956680198666445e-05 -0.0011915739367095342 -0.00071350501668331046 -0.00015041689362602244 0.00065413052674139741 0.0011348012469740312 0.00065386074858434266 -0.00054710103582992435 0.0010783260481655723 0.0012055005394623832 -0.00031346696544649568 -0.0008474111329879547 0.0011888936261213851 -0.00046459928965558007 0.00052245021482675603 0.00020768635045525236 0.00048372541485818189 0.00055992815704871421
leaf_weight=0.001045743847586377 0.0013315844745077623 0.0014300254089912858 0.0010736149452410517 0.0010923724302145102 0.0012182131521024089 0.0021583718352990991 0.0010951097880020902 0.0013054277133388581 0.0010909436783121942 0.001139352571030372 0.0015288166894826824 0.0017552233380425586 0.0011482999176126718 0.0012235404512984105 0.001845570842228206 0.0020056424476999624 0.0012091884957516896 0.0013205679674659363 0.0016704372314926292 0.0015229065400106379 0.0010953734026211042 0.0010934994436150314 0.0014983023578483126 0.0010471234951978659 0.0016157179004426831 0.001867572613422297 0.0011881775033839581 0.0013069822963238664 0.0012955092646338429 0.0014137122148838409
leaf_count=181 225 125 261 340 644 187 46 44 92 28 28 51 151 197 235 99 32 213 44 23 41 23 61 74 119 55 51 29 123 88
internal_value=0 1.56118e-06 3.21825e-05 6.14855e-05 9.11801e-05 0.000119502 7.07982e-05 0.000109504 4.20658e-05 9.36765e-05 0.000130028 -3.78212e-05 0.000610751 -0.000158961 4.17069e-06 -0.000544912 -0.00018482 0.000318788 0.000411827 5.6752e-05 0.000551369 0.0004594 0.00015717 0.000303368 0.000447215 6.34708e-05 -0.000119259 -0.000198503 0.000814097 0.000895381
internal_weight=0 0.0415872 0.0401572 0.0388256 0.037752 0.0366596 0.0333529 0.0321347 0.026942 0.025851 0.0247559 0.0131038 0.00330667 0.0108691 0.00763987 0.00322918 0.00588465 0.0116521 0.0101233 0.00403908 0.00223473 0.00519274 0.00280373 0.00880274 0.00656744 0.00353801 0.0022353 0.00282989 0.00238901 0.00302943
internal_count=3910 3729 3604 3379 3118 2778 2440 1796 1545 1453 1407 735 338 666 370 296 319 672 644 84 69 251 105 431 306 99 125 52 146 207
is_linear=0
shrinkage=0.00142833


Tree=1500
num_leaves=20
num_cat=0
split_feature=147 11 4 3 484 42 0 16 49 12 15 42 13 15 15 1 151 13 47
split_gain=0.000104068 0.000161814 0.000134609 0.000175475 0.000169574 0.000166107 0.000179301 0.00018986 0.000173141 0.00022828 0.000210441 0.000295636 0.00033637 0.000211724 0.000236701 0.000330969 0.000154687 0.000147227 4.89691e-05
threshold=0.089245000000000005 0.088315000000000018 0.27608500000000008 0.11818000000000002 -0.0043499999999999988 0.092395000000000019 0.039665000000000006 0.15737500000000001 -0.085974999999999982 -0.036459999999999992 1.0000000180025095e-35 -0.088669999999999985 -0.083924999999999986 -0.0089749999999999986 -0.074174999999999977 0.10031000000000002 -0.0074049999999999993 -0.062819999999999987 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 -8 -6 -10 13 -12 -13 14 15 16 -11 -7 -18
right_child=-2 -3 3 -5 5 17 7 -9 9 10 11 12 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.0018990980347744846 0.0015044822001079423 -0.0019159459151143071 0.0023911531169196931 -0.00021259204677264487 -0.0015281068993886031 -0.0022095737936016742 0.0028985630819838622 0.00026031971882377314 -0.0017127340321518871 0.001313890257300451 0.0014530354648417973 0.00029281087931396773 -0.0033812128979162719 0.0024722173914248518 -0.0012087393336199712 0.003247209544762336 -0.001352306325314445 -9.5783175534128737e-05 0.00012366120348759587
leaf_weight=0.0011747005227696642 0.0010145895198571666 0.0010665877022449912 0.0012084858294364861 0.0012093505665267956 0.0016110999147515006 0.0013866846543960365 0.0010749315150612162 0.0015636660938760372 0.0013688164109552066 0.0018079151582455211 0.0010854928936207282 0.0011293373744138526 0.0012006200808865053 0.001452028460955386 0.0015632401113586658 0.0011299935892088442 0.0010500859539386287 0.0017289383190522969 0.0010497034317735118
leaf_count=569 159 139 218 110 139 371 68 94 177 71 213 231 438 103 234 70 277 181 48
internal_value=0 -7.44873e-05 8.05402e-06 0.00108881 -0.000114184 -1.03976e-05 0.000176716 0.00133511 -3.48333e-05 0.000152576 0.00037521 -0.000629964 -0.0016004 0.000801528 0.000434021 0.000943784 0.000277701 -0.00103658 -0.000614457
internal_weight=0 0.0248617 0.0237951 0.00241784 0.0213773 0.0202026 0.0170869 0.0026386 0.0144483 0.0128372 0.0114684 0.00341545 0.00232996 0.00805297 0.00660094 0.0050377 0.0039077 0.00311562 0.00209979
internal_count=3910 3751 3612 328 3284 2715 2163 162 2001 1862 1685 882 669 803 700 466 396 552 325
is_linear=0
shrinkage=0.00483252


Tree=1501
num_leaves=31
num_cat=0
split_feature=158 453 1429 4 133 133 1212 376 40 483 16 403 1 150 160 4 124 456 484 13 43 49 151 3 12 3 52 150 160 3
split_gain=0.000760179 0.000627087 0.000641252 0.00058282 0.000522793 0.000535208 0.000987885 0.000673822 0.000825394 0.000984933 0.000649898 0.00061612 0.000467727 0.000430132 0.000483894 0.000526014 0.000459947 0.000413348 0.00036599 0.000321756 0.000746166 0.000470681 0.000595453 0.000620653 0.000651919 0.000557806 0.000438284 0.000422788 0.000831588 0.000320158
threshold=0.11034000000000001 0.10097500000000002 -1.0000000180025095e-35 0.50657000000000008 -0.26719999999999994 -0.15498499999999996 -1.0000000180025095e-35 0.11605500000000001 -0.018084999999999997 0.089720000000000008 0.41476000000000007 -0.088854999999999976 0.092550000000000007 -0.099594999999999975 -0.10117499999999999 -0.49837999999999999 -1.0000000180025095e-35 0.086300000000000016 0.084225000000000008 0.17936000000000002 -0.15109999999999998 -0.14917999999999998 0.056555000000000001 0.094625000000000015 0.093225000000000016 -0.015794999999999997 -0.069134999999999988 0.095565000000000011 1.0000000180025095e-35 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 12 10 11 -10 -8 -13 -15 -16 -17 18 19 20 -18 -22 23 24 25 29 -24 28 -25 -23
right_child=-2 -3 3 -5 5 6 7 -9 9 -11 -12 13 -14 14 15 16 17 -19 -20 -21 21 22 26 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012175392425277799 -0.0013895818375426019 -0.0012940137723396344 -0.00095505897276153978 0.00087573756442574987 0.00077883779242795008 -0.0014569504574501193 -2.0849379611117873e-05 -0.0012280005877703367 -0.0011831331085642599 -0.0013815592455691443 0.00063815657444540614 0.00075019247727147256 0.0010033807191720009 -0.0010022288511973285 -0.0010168369492739261 -0.00095292257307529656 0.0011193796094728032 -0.00092814831145197787 0.00068634914143879595 -0.00069137239103210057 0.00072990737489221885 7.1668224457394747e-05 -5.6681611694738456e-05 0.00076701908497255728 -0.00097035958875727954 -0.00042657548863672294 -0.0011537966882035023 0.0012402974013367501 -0.00085345809941430174 0.00086606724724359603
leaf_weight=0.0011812687371610111 0.0011326107126339293 0.0010533892631201516 0.0016777730263657356 0.0011903122863891327 0.0013438405000636413 0.0012019608708846432 0.0016804255371987145 0.0011266208019558013 0.0012032017846095302 0.001335938547070952 0.0023196620880390198 0.0011590683068587451 0.002166361343362122 0.0013635701482304077 0.0013067510539332824 0.0011989530567024778 0.0012079615309623639 0.0010441781958081533 0.0015789540496555779 0.0014988895071552646 0.0014916047032946791 0.0044385119175912677 0.0013266650438765737 0.0019002668398293556 0.001840420769789409 0.0042989325272522524 0.0018514703285994463 0.0011360461472680328 0.0010400587385324123 0.0014217414872330636
leaf_count=181 167 27 222 204 65 242 66 19 456 227 109 31 211 282 43 48 46 128 131 53 37 454 27 46 162 69 49 38 34 36
internal_value=0 -0.000182188 -0.000157548 -0.000130533 -0.000157056 -0.000126265 -0.00015513 -0.000116906 -8.54617e-05 -0.000154071 -0.000106714 -0.000160196 0.000555957 -0.000120625 -0.000154332 -0.00011388 -7.06184e-05 -3.00503e-05 7.41346e-06 -3.82962e-05 6.29267e-06 -5.85191e-05 -0.000119598 -5.6815e-06 -0.000172528 -2.79939e-05 -0.000695822 0.000485463 0.00019382 0.000264395
internal_weight=0 0.0485848 0.0475314 0.0463501 0.0451598 0.0434821 0.0421382 0.0409363 0.0398096 0.0359628 0.0346269 0.0323072 0.00384679 0.031104 0.029945 0.0285814 0.0272747 0.0260757 0.0250315 0.0234526 0.0219537 0.0207457 0.0192541 0.016076 0.0119996 0.0101592 0.00317814 0.00407637 0.00294033 0.00586025
internal_count=3910 3743 3716 3535 3331 3109 3044 2802 2783 2506 2279 2170 277 1714 1683 1401 1358 1310 1182 1051 998 952 915 839 721 559 76 118 80 490
is_linear=0
shrinkage=0.00145689


Tree=1502
num_leaves=20
num_cat=0
split_feature=124 4 0 48 2 48 14 1 2 15 159 4 12 43 15 0 0 16 52
split_gain=0.000101817 0.000147688 0.000220003 0.000174257 0.000213418 0.000224872 0.000331452 0.000719131 0.000341386 0.000175782 0.000144226 0.00017395 0.000143867 0.000121626 0.000120598 0.000190398 0.000255986 0.000226335 0.000149871
threshold=0.10385500000000002 -0.49837999999999999 1.0000000180025095e-35 -0.086624999999999994 0.097940000000000013 0.12675000000000003 -0.13131999999999996 0.10420500000000001 0.10393500000000001 -0.11739999999999999 0.081975000000000006 0.15927500000000003 0.09258000000000001 0.0041500000000000009 -0.10071499999999999 -0.089879999999999974 -0.22384499999999996 -0.08286499999999998 -0.07984999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 -6 8 -8 -5 11 13 -4 14 -11 16 -16 -17 -19
right_child=-2 2 12 4 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 17 -18 18 -20
leaf_value=-0.0014598595562086082 0.0013779053232490046 -0.0019375370533448925 0.0025186655453381481 -0.0021221668034745083 -0.00075960906304942198 -0.0010237065904538695 0.0019152987116014761 0.0041789629621876677 -0.0018217959878230013 0.001135074146747561 -0.0017055793706449959 0.0016197729080739294 0.00028976584274410067 -0.0016345671348236769 -0.0001077955358516704 0.0018467336466698051 -0.0030482554825380917 0.00059194634769698697 -0.0016416169941856926
leaf_weight=0.0015751550889528945 0.0010730255769851862 0.0011108757205038336 0.0011483679123884529 0.0011550585377364765 0.0015075243511693537 0.0013942817765297821 0.0010536997319117161 0.0015935857897441258 0.0010558269415171517 0.001498218748251289 0.0012647892771137014 0.0011991442654242243 0.0013703001732707776 0.0012081948056348333 0.0015947872055619428 0.0013716535037418673 0.0010655194504869429 0.00134308350081938 0.0012526274992863858
leaf_count=174 49 82 154 250 104 99 153 226 328 34 249 55 81 343 44 344 204 207 730
internal_value=0 -8.35614e-05 9.932e-06 -0.000148006 -4.63626e-05 0.000633122 0.00107646 0.00182392 4.48672e-05 -0.000392839 -0.000223533 -4.55752e-05 0.00130602 -0.000259521 -5.50733e-05 -0.000324112 -0.00128552 0.00032056 -0.000485917
internal_weight=0 0.0247627 0.0231875 0.0206689 0.019558 0.00660492 0.00521064 0.00370311 0.00210953 0.0129531 0.011798 0.0105332 0.00251867 0.00933408 0.00812589 0.00662767 0.00266031 0.00396736 0.00259571
internal_count=3910 3861 3687 3452 3370 910 811 707 481 2460 2210 1961 235 1906 1563 1529 248 1281 937
is_linear=0
shrinkage=0.00464487


Tree=1503
num_leaves=31
num_cat=0
split_feature=1429 4 480 133 1374 457 1213 133 123 483 124 2 1 158 3 484 403 150 130 157 1373 457 43 43 15 13 3 43 16 1
split_gain=0.00053541 0.000497152 0.000568397 0.000438 0.000461081 0.000492483 0.000428349 0.000396412 0.000509259 0.000486656 0.00051006 0.000384182 0.000383404 0.000382613 0.000453543 0.000350958 0.000726474 0.000625107 0.000392509 0.000620023 0.000443942 0.000411289 0.00050713 0.000524616 0.000433636 0.000474381 0.000516061 0.000432438 0.000362696 0.000269584
threshold=-1.0000000180025095e-35 0.50657000000000008 0.08598500000000002 -0.26719999999999994 0.090240000000000015 -0.098834999999999992 -0.081334999999999977 -0.085714999999999986 1.0000000180025095e-35 0.083960000000000021 -1.0000000180025095e-35 0.094825000000000007 0.087480000000000016 0.087355000000000016 0.16699000000000003 0.084750000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094310000000000019 -0.15109999999999998 -0.089949999999999988 0.088615000000000013 -0.16277999999999995 -0.074234999999999982 -0.079109999999999986 0.15737500000000001 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 12 9 10 -9 -10 -8 14 15 16 -12 -18 -19 -20 -21 22 28 -24 25 -25 27 -27 -22 -28
right_child=1 -3 -4 4 -6 6 7 8 11 -11 13 -13 -14 -15 -16 -17 17 18 19 20 21 -23 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.0010984692546010396 -0.00089601887660738092 0.00067404838246142842 -0.0011229614091915984 0.00080051317060153148 -0.0010065332654915055 -0.0010079451062190621 -1.7104637852166516e-05 -0.00091822673450662931 -0.00019066740092031894 -0.0011029410575830643 -0.0012782219487488331 0.00088882923447235944 0.0010406791744303912 -0.0007836132371902457 0.0006661497760494415 0.00046266828762667552 -0.00099780160597159038 -0.00072594486610614271 -0.00097675784729868063 -0.00068119340373898113 0.00015890715569011088 0.00074736460847378008 -0.00094901835040766939 -0.00058362626310329519 -0.00078373128071029536 5.6006554408419369e-06 -0.00030807433595603716 0.00097749606741533547 0.0011806018518934717 0.00040144344115533662
leaf_weight=0.0011514361119103192 0.001435341777762055 0.0012324100784126537 0.0011583479631039955 0.0010388621239503229 0.0010768427201490729 0.0010002512795281851 0.0016203913748330792 0.0015659820089741752 0.0010322936896400283 0.0010538777100796417 0.0010334831692663795 0.0014171212822873258 0.0010062165264368428 0.0015213694125009161 0.0013644235053646972 0.0016745658469805016 0.0013826384024897545 0.0014916078384352707 0.0011239337447483946 0.0013668533598831792 0.0015206457143612769 0.001682813902945667 0.001126784790426826 0.0014991748707870985 0.001096491936191101 0.0013094988753045173 0.0028842585608679049 0.0022618649201769769 0.0010739981613561156 0.0014617697733214641
leaf_count=181 222 210 235 56 65 363 170 51 98 190 536 112 47 190 77 165 55 69 129 18 64 46 74 23 119 69 67 144 20 45
internal_value=0 -0.000168024 -0.000193787 -0.000166277 -0.000138485 -0.000112953 -0.00013963 -0.000114507 -0.000155834 -0.000204805 -0.000171526 0.000433881 0.000388117 -0.000128019 -8.8681e-05 -0.000131611 -0.000176205 -0.000122691 -6.18878e-05 -8.07926e-06 5.49108e-05 0.000118122 4.37321e-05 -7.62126e-05 1.73344e-05 0.000110613 0.000242068 0.000621135 0.000581816 -6.94308e-05
internal_weight=0 0.0415141 0.0402817 0.0391234 0.037688 0.0366112 0.0355723 0.0345721 0.0319455 0.029496 0.0284422 0.00244941 0.00262661 0.0268762 0.0253548 0.0239904 0.0223158 0.0212823 0.0198997 0.0184081 0.0172842 0.0159173 0.0142345 0.0116398 0.0105131 0.00941657 0.00791739 0.00357136 0.00259464 0.00434603
internal_count=3910 3729 3519 3284 3062 2997 2941 2578 2361 2151 1961 210 217 1910 1720 1643 1478 942 887 818 689 671 625 541 467 348 325 213 84 112
is_linear=0
shrinkage=0.00134594


Tree=1504
num_leaves=31
num_cat=0
split_feature=9 1429 4 480 133 14 1365 1213 1374 129 158 1374 44 3 483 0 39 43 4 160 43 49 16 3 47 15 130 16 12 2
split_gain=0.000932969 0.000768319 0.000664781 0.000790002 0.000659126 0.000648476 0.000595343 0.00057005 0.00059102 0.000477815 0.000510821 0.000461917 0.00050748 0.000803344 0.000633096 0.000563904 0.000493138 0.000544564 0.00141199 0.000783089 0.000515658 0.000449418 0.000613715 0.000438286 0.000348322 0.000426291 0.000342344 0.000313803 0.000490179 0.000308395
threshold=-0.016839999999999997 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.077685000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 0.093990000000000004 0.087355000000000016 -0.094679999999999986 0.088980000000000017 0.30601500000000009 0.086245000000000002 -0.14012999999999998 0.13419 -0.50992999999999988 -0.51381999999999983 -0.10117499999999999 0.013605000000000001 -0.085974999999999982 -0.19424999999999998 -0.010319999999999998 0.09550500000000002 -1.0000000180025095e-35 -0.0015749999999999998 -0.014099999999999998 0.089995000000000006 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 10 11 -9 13 14 15 21 17 -17 -19 -20 23 -13 -23 26 25 -25 -21 28 -22 -27
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 18 19 20 27 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.001129302321365621 -0.001058027220589016 -0.00082897285400981954 0.00088568966317991132 -0.0010630920736117344 -0.00066307274164577237 -0.0008472048247535408 -0.0009043306995083324 -0.00038297489517895213 -0.00087015977550608645 -0.0007787520816926667 -0.0005100631864226829 -0.00017379962751300435 -0.00063255261784751456 0.0013196299047967854 -0.00080290094444245724 0.00090936880034889927 0.00094473268512416584 -0.0013196407310122034 -0.00097716301676469127 -0.0003082997134513793 0.00097808052885513209 0.00012280486363948286 0.0010563447201120764 -0.0011793055573285048 0.00034765284330946902 0.00031892496156058609 0.00030889867736902393 0.0012011793211248493 -0.00012517718738893984 -0.00065488283838366487
leaf_weight=0.0011852769778791785 0.0012957680000290619 0.0017192048918708283 0.0013466659608138967 0.0013149156398299241 0.0018408024426231065 0.0015118345234252919 0.0011539733746972472 0.0024656959214439658 0.001094132751985998 0.0010215472130892236 0.0020290043825081363 0.0011460282377697695 0.0012095736558990202 0.0011535451030746371 0.0010620141281256759 0.0013744932799681876 0.0012736371348722733 0.0012326027095994436 0.0010546902153781837 0.0018405264442193361 0.0012950587810856007 0.001868352917278493 0.0035674605020483549 0.0010504158048588175 0.0011903111377111752 0.001145880833817667 0.010446561801548498 0.0011390415853406157 0.0015292343616173376 0.0011194583160154536
leaf_count=121 179 223 131 229 548 106 73 62 72 86 192 33 33 81 150 19 28 27 164 146 41 76 82 41 15 36 779 23 88 26
internal_value=0 -5.45531e-05 -2.91556e-05 -5.38696e-05 -2.65276e-05 2.94032e-06 3.13104e-05 5.57657e-05 8.70411e-05 0.000112452 0.000135102 0.000169402 0.000207555 0.000237018 0.000199555 0.000232543 0.000144259 0.000102507 5.43803e-05 0.00013203 0.00018839 0.000577153 0.000735476 8.73502e-05 -0.000264668 -0.000484482 0.000216446 0.000616511 0.000380713 -0.0001623
internal_weight=0 0.0524924 0.0511967 0.04985 0.0485351 0.0468159 0.045304 0.0441501 0.0423093 0.0412151 0.0401936 0.0381646 0.0356989 0.0344893 0.0333358 0.0322738 0.0256919 0.0244183 0.0230438 0.0218112 0.0207565 0.00658184 0.00543581 0.0167932 0.00450607 0.00331575 0.0122871 0.00396333 0.00282429 0.00226534
internal_count=3910 3789 3610 3479 3250 3027 2921 2848 2300 2228 2142 1950 1888 1855 1774 1624 1433 1405 1386 1359 1195 191 158 1043 118 103 925 152 129 62
is_linear=0
shrinkage=0.00131955


Tree=1505
num_leaves=21
num_cat=0
split_feature=49 15 1 47 0 1 3 1374 39 457 4 1 151 16 1 12 0 3 12 16
split_gain=0.000101639 0.000209405 0.000154832 0.000189984 0.000173631 0.000161308 0.000158835 0.00014706 0.000177695 0.000193112 0.000117002 0.000116461 0.000145924 0.00031846 0.000126466 0.000108222 0.00010345 0.000100773 0.000251323 0.000234298
threshold=-0.14917999999999998 0.091915000000000011 0.076710000000000014 0.087850000000000025 -0.084074999999999997 0.14000500000000002 0.090325000000000003 -0.095439999999999983 0.005105000000000001 0.069705000000000003 0.018480000000000003 0.085410000000000014 -0.0080899999999999982 -0.049719999999999993 0.10113500000000002 0.089445000000000011 -0.099864999999999995 0.097615000000000021 0.092365000000000017 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 7 10 6 15 -4 9 11 -2 -9 -13 14 -14 -5 -1 18 19 -6
right_child=1 -3 3 5 17 -7 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-9.5795210271940702e-05 -0.0030622096781347903 -0.0025819507588687634 -0.00090734053093815311 0.00056047010402783949 0.0022440546404873113 0.0013492309474159982 -0.0029182950766796787 0.0019280314710012948 0.0030367301344052912 0.0027335258810400644 -0.00069014360962593561 -0.0017468299982831773 0.00055959844040263907 -0.0013186153442021487 0.0031679237797083756 -0.0016004201927375145 0.0024113885794470298 0.0014806380152160054 -0.0026573557581211727 -0.00089498214414201885
leaf_weight=0.0010173656706555789 0.0012529125760768521 0.0010354564623749332 0.001445118893537157 0.0015729392220666947 0.0012303827327313499 0.0010470281520559843 0.0010781903189797104 0.0011273901880970438 0.0011508977822713984 0.0012046167321968504 0.0013114224378350386 0.0011907883368499367 0.0011804960494197232 0.0017509736721859036 0.0011126908536603641 0.0013080784689604164 0.0010111284759325425 0.0010190807322842943 0.0011649681933569023 0.0018113829965984447
leaf_count=54 763 555 36 82 81 32 74 113 280 90 190 108 174 258 142 168 75 19 282 334
internal_value=0 -0.000140075 -2.9948e-05 0.000296727 -0.00066606 -0.000588403 -0.00110082 0.000732739 0.00100461 0.000695531 -0.00184912 0.000309666 -3.88623e-05 0.000464043 0.0018252 -0.000420646 0.00115394 -8.55282e-05 -0.000464932 0.000374746
internal_weight=0 0.0239948 0.0229594 0.0151692 0.00779015 0.00500624 0.00395921 0.010163 0.00871785 0.00756696 0.00256434 0.00636234 0.00523495 0.00404416 0.00229319 0.00288102 0.00202849 0.00522581 0.00420673 0.00304177
internal_count=3910 3781 3226 1557 1669 356 324 1201 1165 885 953 795 682 574 316 250 129 716 697 415
is_linear=0
shrinkage=0.00555105


Tree=1506
num_leaves=31
num_cat=0
split_feature=31 158 1429 453 4 480 133 1374 1 14 43 3 16 47 1 40 51 48 48 0 51 2 157 1 4 48 52 49 13 13
split_gain=0.0010215 0.000853221 0.000850781 0.000777356 0.000827423 0.000714975 0.000675056 0.000690398 0.000812388 0.000658196 0.000569559 0.00043765 0.000559454 0.000508976 0.00092109 0.000427164 0.000469043 0.000595844 0.000509326 0.0003799 0.000376272 0.000383322 0.000866811 0.000667813 0.000664865 0.000421335 0.000542842 0.000651777 0.00044789 0.000507726
threshold=-1.0000000180025095e-35 0.11015500000000002 -1.0000000180025095e-35 0.10097500000000002 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.09309000000000002 0.10420500000000001 0.064610000000000015 -0.24333999999999997 -0.15002999999999997 0.10994000000000002 0.086425000000000016 0.092550000000000007 -0.012844999999999997 0.11024000000000002 0.097720000000000015 0.11379500000000002 -0.230625 0.089355000000000004 0.086545000000000025 -0.080619999999999983 0.085110000000000005 -0.030814999999999995 0.089715000000000017 0.11401500000000002 -0.084114999999999981 -0.098524999999999988 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 11 -10 12 -8 19 -15 -12 18 -18 -17 -13 21 22 -21 25 -24 26 27 -23 -29 -30
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 15 13 -14 14 -16 16 17 -19 -20 20 -22 23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012182069350652473 -0.0010952245321149464 -0.0013056596754817901 -0.00082410150665304899 -0.0011790961709284157 0.001211131056412959 -0.0010732920605228387 0.001217045227640066 -0.0010335433756059769 -0.0002688006564115226 -0.0010793299494971501 0.0012764397892922373 0.00068091312325620841 -9.5360259541543702e-05 0.00020110784761390553 -0.0013731020568714574 0.00079735901302179738 -0.00090990366873042368 0.00041727499093965659 -0.00015972174183543478 0.00086742707942961679 -0.00068886156307621253 -0.00086424988436122985 -0.00012626192653502868 0.00074328625726806667 -0.0011392180591149302 0.00067213629038585549 -0.00093955457631611462 0.00059335491848509455 -0.00079982828701941804 0.00019872152640097401
leaf_weight=0.0011994373813413164 0.0013953897844608812 0.0010214126822496441 0.0017288632715007904 0.0010455140991609815 0.0010701696115139594 0.0011617658135823486 0.0012055487570901057 0.0010800196552018795 0.0021741408031417117 0.0011154975895077959 0.0011937485277312429 0.0014882981138271021 0.0012437818387169841 0.0013612700498764055 0.0014432693888011272 0.0051956937467374509 0.0010111448962000225 0.0017256857107668111 0.0013127628422964221 0.001054528800568777 0.0015459924384758064 0.0013516859406479415 0.0033444192218903823 0.0027649453453113546 0.0019237245850694138 0.0015003660368755342 0.0012895310160545579 0.0029073101149634786 0.0013580420238525895 0.0032720364541561353
leaf_count=113 179 166 215 27 137 221 35 55 27 92 111 22 34 134 59 257 31 33 32 46 155 35 610 75 153 57 165 39 328 267
internal_value=0 -6.34679e-05 -3.8226e-05 -8.04522e-06 1.75558e-05 -9.76433e-06 1.73361e-05 5.05011e-05 7.78666e-05 -4.44523e-05 0.000370449 -4.72031e-06 0.000550599 -5.58438e-05 -0.000609011 0.000503585 0.000403795 -7.30622e-05 0.000604315 9.33775e-06 -3.54578e-05 1.31856e-05 -0.000268729 0.000136591 -0.000496155 -7.04157e-06 -0.000107155 1.36005e-05 0.000171026 -9.41618e-05
internal_weight=0 0.0512866 0.0502651 0.0488698 0.0478242 0.0467541 0.0455923 0.0438634 0.0427834 0.0301702 0.0126132 0.0290548 0.00244933 0.0266054 0.00280454 0.010439 0.00924529 0.00273683 0.00650846 0.0238009 0.0223126 0.0207666 0.00632267 0.0144439 0.00526814 0.011679 0.0101786 0.00888907 0.00753739 0.00463008
internal_count=3910 3797 3631 3452 3425 3288 3067 2852 2797 2306 491 2214 69 2145 193 464 353 64 289 1952 1930 1775 809 966 763 891 834 669 634 595
is_linear=0
shrinkage=0.00137286


Tree=1507
num_leaves=21
num_cat=0
split_feature=453 4 14 158 11 52 52 133 43 43 12 133 2 15 15 49 0 51 16 12
split_gain=0.000100064 0.000231481 0.000242694 0.000237752 0.000149381 0.000149994 0.000160929 0.000225487 0.000149319 0.00016763 0.000259345 0.00025549 0.000198935 0.000164633 0.000280987 0.0001696 0.000392216 0.000141046 0.000180798 0.000122947
threshold=1.0000000180025095e-35 0.28937500000000005 -0.45687499999999998 0.084965000000000027 0.077330000000000024 0.18936500000000003 0.13266500000000003 -0.10870499999999998 0.013605000000000001 -0.074254999999999988 0.087215000000000015 0.089845000000000022 0.093655000000000002 0.035895000000000003 -0.015439999999999997 -0.045004999999999996 -0.10303999999999998 -0.094874999999999987 -0.08286499999999998 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 9 11 13 12 17 14 15 -11 -17 -9 -19 -10
right_child=-2 2 -4 -5 -6 -7 -8 8 19 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21
leaf_value=-0.0021304141988619267 -0.0014558995473536163 -0.00036892740531917071 0.0028401239769489574 -0.0026124375650194314 -0.001964928497590549 -0.0015967845549339158 0.0022656276343164046 0.0020568356471662337 0.0028431380617240502 0.00081410737579137578 -0.0025372431963511816 -0.0016357160834545069 0.0028168201717071479 -0.0017669150736149132 0.0024881694125696015 -0.0035734900489739255 0.0010375316661439384 0.0013925146846351963 -0.0016818510174965646 0.00031255542938769945
leaf_weight=0.0012070852454129149 0.0013394957716096325 0.001152927623080835 0.001604645180312377 0.001055365483835633 0.0010635200922212143 0.0013988360715448114 0.001029077907153563 0.001114542573723093 0.0010751119566392289 0.0019754668831319933 0.0013929278298089529 0.0010604969193799829 0.0015714053952716744 0.0012327216821319542 0.0013646918805590011 0.0010953041804273528 0.0010088334595205334 0.0010045455273699905 0.0011891568461627833 0.001111683655686202
leaf_count=340 99 80 324 343 190 403 47 76 52 88 468 224 154 226 118 51 50 65 378 134
internal_value=0 4.13948e-05 0.00149844 -0.000141646 -1.6854e-05 8.76149e-05 0.00021544 9.42142e-05 0.000260006 5.76112e-05 -0.000443107 0.000737858 0.00125371 -6.23777e-06 0.000392423 -0.000308638 -0.00136273 0.000511235 -0.00027403 0.00155669
internal_weight=0 0.0247083 0.00275757 0.0219508 0.0208954 0.0198319 0.0184331 0.017404 0.0161969 0.0140101 0.00806995 0.00594015 0.00487965 0.00667702 0.0054443 0.0040796 0.00210414 0.00330824 0.0021937 0.0021868
internal_count=3910 3811 404 3407 3064 2874 2471 2424 2084 1898 1001 897 673 533 307 189 101 519 443 186
is_linear=0
shrinkage=0.00533549


Tree=1508
num_leaves=21
num_cat=0
split_feature=147 11 3 2 1 3 52 160 457 43 52 47 52 15 15 12 13 16 16 16
split_gain=9.92233e-05 0.000157643 0.000149776 0.000152709 0.00013874 0.000127632 0.000107751 0.000190962 0.000230687 0.000218039 0.000232473 0.000278243 0.00021283 0.000317864 0.000155735 0.000273816 0.000148625 0.000128023 0.00020796 8.82816e-05
threshold=0.089245000000000005 0.08184000000000001 -0.10628499999999998 0.10510500000000002 0.076710000000000014 -0.089974999999999986 0.28122000000000008 -0.096329999999999985 -0.0034949999999999994 -0.06705499999999999 -0.087604999999999988 0.09550500000000002 0.090640000000000012 -0.10192499999999999 0.083935000000000023 0.085775000000000004 -0.0097449999999999985 -0.094359999999999986 -0.088144999999999987 -0.019979999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -7 -9 14 -11 12 13 -12 15 16 -10 -15 -19 -20
right_child=-2 -3 5 -5 -6 6 -8 8 9 10 11 -13 -14 17 -16 -17 -18 18 19 -21
leaf_value=-0.0010116711588079909 0.0016112371001632919 -0.001769027501891408 -0.0020235896515704661 0.002671778500533684 0.0015594395749212989 0.0020415269062946722 -0.0017611727792966509 -0.0023738426907251118 0.0032361975860731407 -0.0024773299550595708 -0.0021924379185079448 0.0021989600898031257 -0.0022852246384371783 -0.00044759723609037164 0.0028621357842090515 -0.0011936565295942404 0.00034755355614845515 0.0032796128428095464 -0.00078600118865473738 0.0014393125559026747
leaf_weight=0.0011981222616582734 0.0010045545153948834 0.0015112486817994144 0.0010048330763508763 0.0011013031580668908 0.0011917346906340498 0.0012436040290659802 0.0010159078861781403 0.0012053165447276351 0.0010106676405567741 0.0013061211293453829 0.0014969844170621936 0.0013166661421422097 0.0014658556496487951 0.0019765830877908862 0.0010189643804596193 0.001546310486594607 0.0010175625196971296 0.0010068597203831652 0.0010268084914927637 0.0010034646229894334
leaf_count=118 159 217 328 57 100 246 303 211 245 218 154 93 243 120 100 301 108 127 332 130
internal_value=0 -9.94209e-05 9.5549e-06 0.00102796 0.000270448 -0.000171267 -7.15078e-05 2.57922e-05 -0.000127077 5.11688e-05 -0.00036961 -7.33798e-05 -0.000448468 -3.49305e-05 0.0010221 0.000497578 0.00178697 0.000609253 0.00129706 0.000313862
internal_weight=0 0.0246649 0.0231537 0.00349116 0.00238986 0.0196625 0.0186577 0.0176418 0.0163982 0.0151928 0.0105993 0.00929322 0.00797656 0.0065107 0.00459351 0.00357454 0.00202823 0.00501372 0.00303713 0.00203027
internal_count=3910 3751 3534 275 218 3259 2931 2628 2382 2171 1417 1199 1106 863 754 654 353 709 589 462
is_linear=0
shrinkage=0.00533549


Tree=1509
num_leaves=18
num_cat=0
split_feature=1 42 151 49 43 0 484 52 49 151 51 47 15 47 13 133 0
split_gain=0.000101921 0.000147208 0.000187231 0.000212744 0.000145137 0.000451213 0.000141293 0.000164595 0.000159886 0.00014045 0.00024313 0.0003376 0.000123219 0.000234127 0.000192411 0.000222071 0.000183226
threshold=0.10420500000000001 0.092395000000000019 0.079335000000000017 -0.084114999999999981 -0.24333999999999997 -0.035699999999999989 0.084225000000000008 -0.089799999999999977 -0.069934999999999983 -0.0032449999999999996 0.12342500000000002 0.084155000000000021 -0.10312999999999999 0.085165000000000018 -0.09547499999999999 0.077945 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 9 7 -5 -9 -6 11 -11 -10 14 -14 16 -16
right_child=4 -3 -4 6 5 -7 -8 8 12 10 -12 -13 13 -15 15 -17 -18
leaf_value=-0.0024878303642437262 -0.0012698537903834146 -0.0016046135843770428 0.0019659993171121442 -0.0021997706350624386 -0.0014010065872806818 0.0037618536918656445 0.0013207114206548398 0.0017291493188448294 -0.0017926937303626286 0.0026939320169475766 -0.0014941801979775759 -0.00037197226653090621 0.00097036963290735489 0.0021879043799590686 -0.00071582661753641819 0.00094190228496678356 -0.0033053155300571836
leaf_weight=0.0010774755897198238 0.0011882835177647877 0.0019881562863534796 0.0011216267060216731 0.0011063424368243308 0.0012627237037967642 0.0011192057346727652 0.0017330078989060979 0.0011857675611679505 0.0013158891313913394 0.0019884590259573037 0.0012201569735612594 0.0019429908076170066 0.0018104618782248706 0.0010836920737552491 0.0017975426669226725 0.0011038294954811359 0.0012801138331896174
leaf_count=106 32 583 84 389 163 209 299 38 187 279 58 139 88 60 432 324 440
internal_value=0 -0.000269188 -8.75323e-05 -0.000258221 0.000429172 0.000697163 -6.4743e-05 -0.000289479 -6.8808e-05 0.00016242 0.000545636 0.00117871 -0.000322869 -4.95189e-05 -0.000454175 -0.00107096 -0.00179289
internal_weight=0 0.0166039 0.0146157 0.0134941 0.00872182 0.00753354 0.0124166 0.0106836 0.0095773 0.00641433 0.00515161 0.00393145 0.00839153 0.00707564 0.00599195 0.00418149 0.00307766
internal_count=3910 3030 2447 2363 880 848 2257 1958 1569 639 476 418 1531 1344 1284 1196 872
is_linear=0
shrinkage=0.00523088


Tree=1510
num_leaves=19
num_cat=0
split_feature=403 0 403 1 150 0 16 52 3 52 3 3 2 1 43 3 4 47
split_gain=9.61704e-05 0.000176519 0.000185936 0.000191305 0.000148515 0.0002011 0.000247009 0.00025403 0.000232824 0.000199797 0.000127662 0.000239925 0.000226828 0.000281934 0.000122842 0.000154035 0.0001083 2.37194e-05
threshold=0.10150000000000002 0.18055000000000002 0.03138500000000001 0.094385000000000011 0.077110000000000012 -0.19631499999999999 -0.055679999999999993 -0.0093349999999999978 -0.0026499999999999996 -0.27466499999999994 -0.115685 -0.084129999999999996 0.10393500000000001 0.086560000000000012 -0.077544999999999989 0.086245000000000016 0.0057500000000000008 0.084545000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 8 9 17 -8 -1 -12 13 14 -13 -16 -15 -7
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 11 12 -14 16 15 -17 -18 -19
leaf_value=0.00074310434005650061 -0.0016109048331499317 0.0022728411164233521 0.0016490511267182937 -0.0018393604698362369 0.0017010142767516134 0.00084513914241424973 -0.0015025935780254894 -0.0028138679777640935 0.003122842779681648 0.0016407332181034898 -0.0033255254885765574 0.0016445960188343222 -0.0028643502528966345 -0.0026576020159020421 -0.0017045080556250002 0.00095380222148954536 -0.00037499478496757366 -0.00033576001716075751
leaf_weight=0.001553702337649507 0.001086021437032735 0.0010088624841529384 0.0017549481570535699 0.00142576259896643 0.0019193248657511106 0.0010004314591388896 0.0010136088143092312 0.0010743772026409444 0.0014281361831651471 0.0014638478555096257 0.0011025077182852611 0.0018434341090779131 0.0011468656673499777 0.0014753857870726528 0.001130809251008771 0.0015045668850923732 0.0010564351479294132 0.0010147298006618621
leaf_count=159 265 41 199 75 249 148 149 120 130 168 784 279 255 258 461 69 27 74
internal_value=0 4.49367e-05 -5.31759e-05 -0.000194394 0.000334861 2.34818e-05 0.00040317 -0.000603748 0.00144183 0.000354695 -0.000700475 -0.000942688 -0.000620641 -0.000253594 0.000566956 -0.000186848 -0.00170515 0.0002505
internal_weight=0 0.0239177 0.0229089 0.0211539 0.0103402 0.00842089 0.00699513 0.00355183 0.0034433 0.00247746 0.0108137 0.00926 0.0081575 0.00701063 0.00447881 0.00263538 0.00253182 0.00201516
internal_count=3910 3645 3604 3405 1113 864 789 437 352 317 2292 2133 1349 1094 809 530 285 222
is_linear=0
shrinkage=0.0054422


Tree=1511
num_leaves=31
num_cat=0
split_feature=156 1429 4 1374 457 1213 14 457 51 1 151 4 11 44 2 40 0 48 13 3 150 51 16 16 43 4 3 12 52 13
split_gain=0.000978632 0.000638244 0.000688727 0.000803297 0.000574199 0.000634292 0.000502886 0.000465999 0.000458135 0.000448035 0.000547781 0.000810137 0.000752533 0.000529322 0.000761204 0.000807274 0.000483569 0.000673097 0.000463535 0.000491774 0.000532584 0.000541984 0.000443445 0.000410508 0.000382286 0.00109749 0.000713502 0.000766889 0.000487317 0.000309737
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.09309000000000002 -0.098834999999999992 -0.081334999999999977 0.077685000000000018 -0.066264999999999991 -0.40274499999999996 1.0000000180025095e-35 0.056555000000000001 0.0045450000000000013 0.088315000000000018 0.088980000000000017 1.0000000180025095e-35 1.0000000180025095e-35 -0.087614999999999985 0.086065000000000016 -1.0000000180025095e-35 0.088060000000000013 0.09833500000000002 0.084305000000000019 -0.50763499999999995 -0.014099999999999998 -0.50749999999999995 -0.51381999999999983 0.10666500000000002 0.092365000000000017 0.086635000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 -9 16 12 -12 13 14 15 29 22 24 -16 -20 21 -21 -10 -24 -18 -26 27 28 -27 -11
right_child=1 2 -4 -5 5 6 -8 8 9 10 11 -13 -14 -15 18 -17 17 -19 19 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0014284028876615723 -0.0011218059226901576 0.00093470830431959689 0.0010549010410746671 -0.0011793609259675305 -0.0010857896969806323 -0.00087157517907477462 -0.00082306976944449993 -0.00072644157032967008 0.00029068034431942955 0.00010192669190918827 -0.0013003213937204045 0.00044628113095057566 -0.00061877852577766712 -0.00057126595870863326 0.0011877556439319214 0.0013016790118336604 0.00076347369594253816 0.00092313670803218341 0.0010543942220162614 0.00040124184927680604 0.0010025660288792801 -0.00078037491127593245 -0.0011991442264694709 -0.00022450983001827114 -0.0014285829962222916 -0.00043468446473782642 0.00090068179482060166 -0.00095374431273760499 0.00062423798118718275 -0.00063303434346775357
leaf_weight=0.0010003707351901583 0.0010150300783005875 0.0013706248739460128 0.0012834827991250455 0.0011601014756479336 0.0010787814880823246 0.0010854832333935241 0.0013855538821561089 0.0013976362271996825 0.0011915228388801324 0.0056697406522867588 0.001113183660677918 0.0010554797411650441 0.0016588933490417892 0.0011143935419255504 0.0029202220382370525 0.0010320909789669486 0.0010103256895703802 0.0016564767588773668 0.0022713126656812577 0.0020148879870021119 0.0013438679180062252 0.0013047492265769733 0.0017828349666507148 0.0017441606638289786 0.0012021276077369639 0.0015208734676302616 0.0015589269889062507 0.0018142833262621005 0.0021260170705860171 0.0014739275467312574
leaf_count=197 148 59 207 58 382 165 113 114 34 483 31 29 56 36 190 20 24 74 90 58 31 30 303 90 18 262 14 311 195 88
internal_value=0 -1.14453e-06 2.28829e-05 -5.87572e-06 2.44452e-05 -4.21761e-06 2.3269e-05 5.1826e-05 7.68983e-05 0.000106001 0.000232871 -0.000450257 0.000304082 0.000384046 0.000443089 0.000120882 -8.07402e-05 8.47594e-05 0.000710393 0.000509377 0.000243932 -6.31805e-05 -0.000462668 -0.000717171 -6.56597e-05 -0.000167541 4.84003e-05 -0.000194889 0.000182632 -4.97152e-05
internal_weight=0 0.048357 0.047342 0.0460585 0.0448984 0.0435278 0.042449 0.0410634 0.0399779 0.0385803 0.0229727 0.00216866 0.0208041 0.0191452 0.0180308 0.00817576 0.0156075 0.010889 0.00985504 0.00693482 0.00466351 0.00331964 0.00471852 0.003527 0.00923255 0.00822223 0.0070201 0.00546117 0.00364689 0.00714367
internal_count=3910 3713 3565 3358 3300 3241 2859 2746 2581 2467 1142 60 1082 1026 990 591 1325 898 399 209 119 88 427 393 824 800 782 768 457 571
is_linear=0
shrinkage=0.00142833


Tree=1512
num_leaves=20
num_cat=0
split_feature=41 42 43 4 3 40 131 15 3 15 0 47 2 2 2 52 16 13 4
split_gain=9.03013e-05 0.000106913 0.000199742 0.000338972 0.00019876 0.00012884 0.000144024 0.000180475 0.000340899 0.000192244 0.00016512 0.00038851 0.000157837 0.000198003 0.000147965 0.000173176 8.2384e-05 5.63015e-05 3.34716e-05
threshold=0.078535000000000008 -0.11403999999999999 -0.17307499999999998 -0.49837999999999999 -0.115685 -0.018084999999999997 0.08844500000000001 -0.0089749999999999986 0.11476000000000001 -0.07052499999999999 -0.10209999999999998 0.077735000000000012 0.092865000000000017 0.087995000000000004 0.090695000000000012 -0.074484999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.071454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 -4 18 -6 7 9 12 10 11 14 13 17 -7 -16 -3 -9 -5
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0014110356356057487 -0.0012714128825798165 0.00063279766710104416 -0.0027961888916701056 0.00099897370999999565 0.0013747374087802089 -0.0012464180140816245 -0.0016881217456317002 -0.0011220654628034067 0.0029495224596680931 -0.0026023896530022535 0.0010751615447323196 -0.0030012695729958925 -0.0016394296719659828 0.00232068448101563 -0.00066321498252294427 0.0020109261623259787 0.0026977336779166984 0.00052794189029178157 0.0022874933756302051
leaf_weight=0.001245019400821972 0.001439804146542766 0.0010157227738194635 0.0010946181785992338 0.0011050729250729474 0.0015280465513065672 0.00132874084066259 0.0015148407776232062 0.001142042034776438 0.0013298069029694659 0.0010134843520323376 0.001911988633595707 0.0013998818354697962 0.0011565736309540608 0.0011147734924062402 0.0011198210273555276 0.0014768432440832591 0.0010168128106771103 0.0010383753992465007 0.0010192134259995799
leaf_count=192 195 111 160 88 281 43 480 570 53 345 502 95 226 180 39 89 55 103 103
internal_value=0 5.15388e-05 0.000133097 -2.04106e-05 0.000137844 -4.61979e-05 -0.000185854 -2.36786e-05 0.000671092 -0.000510527 -0.000217589 -0.000681738 -9.50806e-06 0.000562575 0.000145456 0.000857693 0.00166582 -0.000336286 0.00161719
internal_weight=0 0.0235717 0.0223267 0.0202941 0.0191995 0.0170752 0.0155472 0.0140323 0.00578157 0.00825076 0.00723728 0.00532529 0.00445176 0.00329519 0.00392541 0.00259666 0.00203254 0.00218042 0.00212429
internal_count=3910 3715 3523 3357 3197 3006 2725 2245 1132 1113 768 266 1079 853 171 128 166 673 191
is_linear=0
shrinkage=0.00512831


Tree=1513
num_leaves=19
num_cat=0
split_feature=124 12 159 12 4 131 2 16 150 47 484 2 4 16 2 43 4 3
split_gain=0.000103381 0.000135903 0.000127113 0.000192174 0.000214804 0.000180172 0.000132069 0.000327899 0.00018523 0.00039425 0.000248904 0.000216156 0.00017095 0.000233271 0.00022732 0.000107663 9.37713e-05 0.000121618
threshold=0.10385500000000002 0.11655500000000001 -0.034019999999999988 0.097345000000000015 0.08734500000000002 0.088865000000000013 0.086545000000000025 -0.089864999999999987 -1.0000000180025095e-35 0.09023500000000001 0.081525000000000014 0.090050000000000005 -0.06272999999999998 -0.17157499999999998 0.097940000000000013 -0.013304999999999999 -0.0010999999999999996 -0.080364999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -8 10 11 15 -13 -14 -15 -10 17 -9
right_child=-2 -3 3 4 -6 -7 8 16 9 -11 -12 12 13 14 -16 -17 -18 -19
leaf_value=-0.0014726592375494216 0.0016577180068008384 -0.0020941418446798928 -0.002714505797912741 0.00025547203431568953 0.0034311001195491755 -0.0023307827006510576 -0.0017542966503107103 -0.00021259882747742508 0.0034225783330454184 0.0037140745948494903 -0.0022455005719930086 -0.0013568605083129671 -0.00096362070015186844 -0.00011224129888093522 0.0031388486948534656 0.00086143883659008818 -0.00081730941501560565 0.002398328060967226
leaf_weight=0.001698092843957672 0.0010768582484676483 0.0010091161601390721 0.0016831377334992903 0.0017239498871965955 0.0010598581520497863 0.0010527098418248856 0.0011410270198526353 0.0012205935578773197 0.0010070780105643148 0.0011195755051944247 0.0011050867942967732 0.0018687254120607873 0.0016924001094042991 0.0012091902805648255 0.0014664208640620124 0.0010160261828977037 0.0015455060236786436 0.0010002352569093986
leaf_count=481 49 180 295 328 88 368 115 419 139 93 212 238 177 130 203 142 97 156
internal_value=0 -0.000101002 -1.20442e-05 0.000106563 0.0014645 -0.000101971 3.54398e-05 -0.000677616 0.000369685 0.000600837 0.000228651 0.000559668 4.82176e-05 0.000649339 0.00166958 0.00213634 0.00023265 0.000963332
internal_weight=0 0.0236187 0.0226096 0.0209115 0.00278381 0.0181277 0.017075 0.00544947 0.0116255 0.0104845 0.00936493 0.00825984 0.00623674 0.00436801 0.00267561 0.0020231 0.00376633 0.00222083
internal_count=3910 3861 3681 3200 416 2784 2416 967 1449 1334 1241 1029 748 510 333 281 672 575
is_linear=0
shrinkage=0.00555105


Tree=1514
num_leaves=18
num_cat=0
split_feature=484 1429 156 128 49 42 151 52 4 3 3 4 1 0 52 52 1
split_gain=9.20758e-05 9.72549e-05 0.000196051 0.00012481 0.000149941 0.000282901 0.000228879 0.000170259 0.000174525 0.000145262 0.000246597 0.000183002 0.000252128 0.000123377 0.000120988 0.000115496 0.000114952
threshold=-0.0043499999999999988 0.084690000000000015 0.082150000000000015 0.081870000000000012 -0.14811499999999997 0.10269500000000001 0.056555000000000001 -0.048794999999999991 0.00046500000000000008 -0.078884999999999997 -0.089604999999999976 -1.0000000180025095e-35 0.077800000000000022 -0.10462499999999998 0.086635000000000004 -0.092084999999999986 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 15 10 14 12 -11 16 -9 -6 -13
right_child=1 -3 -4 -5 5 -7 -8 9 -10 11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0012134058852854793 0.0019042524149635246 0.0016849702156228853 -0.0017717576764356994 -0.0016955654058479997 0.0013069068495892727 -0.0022031554977716122 -0.001602345382411569 -0.0011529526426592705 0.00027662148144812947 5.454136608081216e-05 -0.0027387917664982078 -0.0020050182727334607 0.0033949883983268826 0.00097353051978306491 0.0012353771092370764 0.0037880164240837559 0.00032135654497854663
leaf_weight=0.001712756441249237 0.0014203632453231299 0.0010135225428228303 0.0016533902062877684 0.0010017170901144906 0.0011228369629245893 0.0013952427434526784 0.0016187919981276435 0.0010348114272307491 0.0019360535837797954 0.0012787086664071412 0.0011600305656667143 0.0012277825975655077 0.0012942792224247546 0.0018412246892151232 0.0014497401922539122 0.0010186388812890518 0.0011913706039363564
leaf_count=612 82 192 398 242 173 355 100 182 119 147 565 90 111 183 145 115 99
internal_value=0 6.9583e-05 -6.05724e-06 0.000139974 0.000236799 0.000101997 0.000300847 0.000512511 0.00143754 0.000152532 -0.000707679 0.000611327 0.00173487 -6.72202e-05 0.000240642 0.0024871 -0.000859339
internal_weight=0 0.0226585 0.021645 0.0199916 0.0189899 0.0175695 0.0161743 0.0145555 0.00407753 0.0104779 0.00364458 0.00683337 0.00257299 0.00426038 0.00248455 0.00214148 0.00241915
internal_count=3910 3298 3106 2708 2466 2384 2029 1929 407 1522 892 630 258 372 327 288 189
is_linear=0
shrinkage=0.00533549


Tree=1515
num_leaves=19
num_cat=0
split_feature=1 0 48 0 14 0 13 12 50 43 16 3 0 160 15 15 43 4
split_gain=8.79856e-05 0.000120652 0.000125547 0.00019623 0.000335216 0.000158116 0.000116949 0.000148375 0.000205403 0.000193984 0.000235169 0.000153282 0.000132766 0.000217433 0.000216617 0.000215633 0.000256708 8.5482e-05
threshold=0.10398500000000001 -0.035699999999999989 0.12738500000000003 -0.10303999999999998 -0.23083499999999998 -0.17106499999999999 -0.45122499999999993 0.10058500000000002 0.086465000000000014 -0.18906999999999999 0.15737500000000001 -0.115685 -0.10071499999999999 0.086110000000000006 -0.10312999999999999 -1.0000000180025095e-35 -0.013304999999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1 8 9 -8 11 -11 13 14 -13 -14 -17 -16
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 12 15 -15 17 16 -18 -19
leaf_value=0.0011269315451878043 -0.0012218636246472425 0.0014460534312535714 -0.0012094680173693132 -0.00089146264821692283 0.0030568144300850953 0.0008258281528165537 0.0018070699786819865 -0.0020146236147815656 -0.0020839968067096954 0.0013361486797715005 -0.0019964252154026909 -0.00077504799409599634 -0.0026124981021900268 -0.0011187401238138654 0.00083288905989699303 0.001539665229927882 -0.0014372390580070639 0.0026042781184735034
leaf_weight=0.001238912700046055 0.0010349552426232034 0.0016969354066679945 0.0012584059381630652 0.0017023593210271359 0.0012004870438026838 0.0014598492962888399 0.0010799769230160931 0.0010095699122001775 0.0011072216302871448 0.0015671611685440555 0.0013501518130337445 0.0010510204203333373 0.0010555026080794304 0.0015834198402824295 0.0011188781115532044 0.0010582632359716678 0.0013892961518875407 0.0011410527129696313
leaf_count=29 30 226 76 321 88 146 87 369 516 122 307 81 416 90 65 390 502 49
internal_value=0 0.000362139 8.57993e-05 0.000387777 0.000977102 0.00183257 -0.000216025 -0.000330679 -0.000204767 -3.68954e-05 -0.000212899 2.87594e-05 -0.000215231 0.000269185 0.000932943 -0.000892042 -0.0001501 0.00172727
internal_weight=0 0.00835299 0.00665606 0.00539765 0.00369529 0.00266034 0.0157504 0.0145115 0.0135019 0.0123947 0.0113147 0.00996459 0.00839743 0.00489437 0.00331095 0.00350306 0.00244756 0.00225993
internal_count=3910 887 661 585 264 234 3023 2994 2625 2109 2022 1715 1593 285 195 1308 892 114
is_linear=0
shrinkage=0.00455379


Tree=1516
num_leaves=31
num_cat=0
split_feature=14 51 124 123 4 52 44 1374 50 1 13 47 1 3 16 4 15 3 3 48 376 13 1374 1 0 43 15 2 4 2
split_gain=0.000640073 0.000413826 0.000490624 0.000557297 0.000459329 0.000587779 0.000458317 0.000485354 0.000442582 0.000468416 0.000487559 0.000552238 0.000409953 0.000447417 0.000386693 0.000349994 0.00051228 0.000431449 0.000428926 0.000299854 0.000298549 0.000249649 0.000370278 0.000366785 0.000246772 0.000211078 0.000191692 0.000191542 0.000160853 0.000368914
threshold=0.077685000000000018 -0.40274499999999996 0.11158000000000001 1.0000000180025095e-35 -0.49837999999999999 0.10062000000000001 1.0000000180025095e-35 0.089520000000000016 0.10625000000000001 0.12485500000000001 0.17936000000000002 0.10887000000000001 0.099370000000000014 -0.15464999999999998 0.050115000000000007 -0.082054999999999975 0.088345000000000021 -0.083604999999999985 0.084925000000000014 0.11904500000000003 0.048695000000000009 -0.083654999999999993 -0.094679999999999986 0.092550000000000007 -0.23029999999999998 -0.00084499999999999994 0.089935000000000015 0.092175000000000021 0.0021050000000000005 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 10 11 12 13 -6 19 16 18 -17 -15 25 -5 26 -23 24 -24 -14 27 -19 29 -26
right_child=-2 2 -4 20 6 -7 -8 -9 -10 -11 -12 -13 14 15 -16 17 -18 21 -20 -21 -22 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00082150915915343782 -0.0010493504512258842 -0.0014652060074416781 0.0008577843235361961 0.00013318508777914685 0.0010186237030244849 5.3346736966324623e-05 -0.00088408341027259262 -0.00094423791664104465 -0.00087086454527929801 0.00082256474590460243 -0.00080103381962644748 -0.00091397975066884207 0.00043441517001732721 -0.00023608907663414671 -0.00017076817392885479 -0.00079181934275533033 0.0012614713686772158 -0.001088446549682689 0.00084527402359313333 4.7488370394059191e-05 0.0011481609863866157 -0.00058572531651381412 0.0010305475418496237 -0.00044387502292061038 -0.00068441028008073669 0.0012561431366794622 0.00013591461939087979 -0.00018335047201987017 0.00057651462979907094 0.0004469693259906059
leaf_weight=0.0013454531931122995 0.0013641759608602469 0.0011603281324758996 0.0015918241445378447 0.0012642210273401946 0.0010227099334105703 0.0011823251540368229 0.001310372093016098 0.001134244044498022 0.0011203582025469316 0.0019266814668735801 0.0014658803807087719 0.0011886855047924519 0.0011037740166930377 0.0028566220449274702 0.0014638250675922393 0.0019661682614093715 0.0010714252494133381 0.001108074159124642 0.0011954020525308806 0.001091226976541293 0.0014066697147621654 0.0014955268877656644 0.0011675404339257407 0.001451646255260286 0.0010646203220007746 0.0020559382329636824 0.0010680441962280796 0.001042686646014257 0.0020611861907726126 0.0017516008918276871
leaf_count=138 126 139 34 134 36 17 60 75 342 173 126 89 47 376 98 418 85 260 17 12 168 24 16 92 128 118 68 59 155 280
internal_value=0 5.58526e-06 3.28671e-05 -6.32805e-07 -4.9505e-05 -0.0006988 -5.00864e-06 3.00318e-05 6.48482e-05 9.90859e-05 5.0505e-05 9.63516e-05 0.000142475 4.16212e-05 0.00050114 -1.01489e-05 0.000329387 -0.000132854 8.29277e-05 0.000732513 0.000667739 -2.67487e-05 0.00010292 0.0002403 0.0004046 0.000969091 -0.000388993 -0.000649657 0.000254762 1.92722e-05
internal_weight=0 0.0421351 0.0407896 0.0391978 0.0365269 0.00234265 0.0341842 0.0328739 0.0317396 0.0306193 0.0286926 0.0272267 0.026038 0.0203233 0.00571476 0.0193005 0.00512345 0.0141771 0.00405202 0.00425094 0.00267089 0.0122109 0.00899212 0.00749659 0.00604495 0.00315971 0.00321881 0.00215076 0.00487741 0.00281622
internal_count=3910 3784 3646 3612 3310 156 3154 3094 3019 2677 2504 2378 2289 2014 275 1978 478 1500 393 177 302 1082 695 671 579 165 387 319 563 408
is_linear=0
shrinkage=0.00151575


Tree=1517
num_leaves=31
num_cat=0
split_feature=14 1213 480 51 1 47 123 124 1 0 15 159 2 3 457 48 1374 0 42 16 42 3 12 43 3 0 43 160 151 2
split_gain=0.000600791 0.000484566 0.000438392 0.000450846 0.000533325 0.000647284 0.000405773 0.000561921 0.000350629 0.000463339 0.000336418 0.000310765 0.000362463 0.000546229 0.000522589 0.000304545 0.000293536 0.000405435 0.00030827 0.000345382 0.000457161 0.000389298 0.000314972 0.000287928 0.000376972 0.000354982 0.000231218 0.000180787 0.000157062 0.000152455
threshold=0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 -0.40274499999999996 0.13562500000000002 0.11939500000000002 1.0000000180025095e-35 -0.013479999999999999 0.11235500000000002 -0.10303999999999998 -0.024209999999999999 0.10519500000000001 0.11339500000000001 0.10420500000000001 -0.068264999999999978 0.016865000000000002 -0.094679999999999986 -0.13870499999999999 0.083725000000000008 0.24895000000000003 0.091735000000000025 -0.078884999999999997 0.085845000000000019 -0.016244999999999996 -0.089604999999999976 -0.10071499999999999 -0.077889999999999987 -0.025614999999999995 -0.0088999999999999982 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 11 15 -6 12 13 14 -9 -10 -16 27 23 20 21 22 -20 -19 -25 -26 -8 -18 -29 -15
right_child=-2 2 -4 4 10 -7 26 8 9 -11 -12 -13 -14 29 16 -17 17 18 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00075831192171912627 -0.00094574677628078143 -0.00076788107973841931 -0.00075877619327518737 -0.00089160741885898048 0.0012406317895666506 -0.00092686997228358999 0.0010128279778577368 -0.00093579057026995814 0.0012651544775083286 -0.00027235596569195821 0.00018984612387503268 -0.00065093343507823963 -0.00054403107278838897 0.00031419001894446996 -0.00052441516061573087 0.00027409622746621035 0.0010360846805056131 -0.00063241334168002831 0.00052477791062983427 0.00084306695113813782 -0.0005649925613772401 0.0010257188034882554 -0.00039680233189038255 0.00045152275163811925 0.00017853408634311522 -0.00078708622004475997 0.00012713027835751993 -5.746058018553069e-05 0.00066428599824711542 0.00096852086678237369
leaf_weight=0.0015919583834002595 0.0013632376329301135 0.001255787615912495 0.0013361182826906104 0.0012291651223061964 0.0012173972761420071 0.0013036892645239542 0.0013647148648677776 0.0010618085148084702 0.0013658893904162639 0.0010908181046334056 0.0011732364582215373 0.0012926977761719407 0.0018437377431155247 0.0012571586142939841 0.0014842429379768865 0.0010957689071124932 0.0010590608912011135 0.0020312813910235679 0.0014184048031829488 0.0014220859284445053 0.0015908521881640159 0.0011139125118297954 0.0014923111886930851 0.0020675981846399608 0.0014287397756813517 0.0015634479555006334 0.0010025633252797031 0.0010706402842544094 0.0013203463804103274 0.0015705050389165365
leaf_count=578 126 106 235 57 174 84 156 188 35 108 37 155 124 42 49 46 41 283 116 56 276 51 132 152 31 293 75 28 34 42
internal_value=0 -8.46587e-07 2.96628e-05 5.72488e-05 8.53053e-05 4.10355e-05 7.89998e-05 3.61543e-05 7.46267e-05 0.000487355 0.000724944 1.84261e-05 5.33219e-05 0.000101307 2.03319e-05 0.000824 7.35881e-05 0.00012408 1.89911e-05 0.00022662 7.0508e-05 0.000321708 5.22878e-05 -0.000187071 -8.28532e-06 -0.000326012 0.000637727 0.00055444 0.000341101 0.00067761
internal_weight=0 0.0411159 0.039524 0.0381879 0.0369321 0.0345414 0.0332378 0.0308705 0.0296413 0.00355248 0.00239063 0.0260888 0.0247961 0.0229524 0.0201247 0.00246166 0.0190629 0.0175787 0.0141286 0.00703757 0.00561548 0.00402463 0.00291072 0.00709107 0.00505979 0.00299219 0.00236728 0.00345005 0.00239099 0.00282766
internal_count=3910 3784 3206 2971 2865 2654 2570 2339 2282 189 211 2093 1938 1814 1730 81 1542 1493 1390 631 575 299 248 759 476 324 231 103 62 84
is_linear=0
shrinkage=0.00140032


Tree=1518
num_leaves=17
num_cat=0
split_feature=1447 453 4 1 15 48 51 0 0 1 133 3 43 43 52 4
split_gain=8.51946e-05 0.000113157 0.000241442 0.000225081 0.000192942 0.00016673 0.000203992 0.000196015 0.000393814 0.000240357 0.000190418 0.000140199 0.000172023 0.000151454 0.000108608 8.20348e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.11215000000000001 -0.10469999999999999 0.095090000000000022 0.08955500000000001 -0.10071499999999999 -0.084304999999999977 0.085990000000000011 -0.085714999999999986 -0.088024999999999978 -0.17307499999999998 -0.073139999999999983 -0.0066199999999999991 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 9 -9 -6 -10 12 -12 15 -11 -13
right_child=1 -3 3 -5 5 -7 -8 8 10 14 11 13 -14 -15 -16 -17
leaf_value=-0.0014837084348708024 -0.0021114823354897103 -0.0017059458133502643 0.0002193903177314299 0.0030592916520570642 -0.00049480071013080279 0.0016001928816690065 -0.0023814474610656076 -0.0030479726534426124 0.0018493078084400336 0.00090771267930737074 0.0024241944839394638 0.0010963691641277073 -0.00042665392972876629 -0.0022024024981994552 0.003206414657447166 -0.0010688372422383231
leaf_weight=0.0011666431387155713 0.0013769459990746495 0.0010738822676467077 0.0019366216174965247 0.0015468572833080702 0.0018839774771521574 0.0018972688788941863 0.0011607933287249165 0.0014706195266552717 0.0015134652311578093 0.0011993658800668605 0.0010296085325083304 0.0010496603071690758 0.0017793609425781603 0.0017821409469358463 0.001342059104374016 0.0011087540983689692
leaf_count=371 236 97 174 315 142 172 260 595 189 85 81 279 307 495 32 80
internal_value=0 5.36942e-05 0.000139286 0.00148046 -0.000111976 4.79357e-05 -0.000144302 3.91048e-05 -0.00040129 0.00100775 6.97579e-05 -0.000329276 0.000618305 -0.00100475 0.0021216 -1.58739e-05
internal_weight=0 0.0231514 0.0220775 0.00348348 0.018594 0.0172171 0.0153198 0.014159 0.00973361 0.0044254 0.00826299 0.00674952 0.00280897 0.00394056 0.00254142 0.00215841
internal_count=3910 3539 3442 489 2953 2717 2545 2285 2026 259 1431 1242 388 854 117 359
is_linear=0
shrinkage=0.00555105


Tree=1519
num_leaves=20
num_cat=0
split_feature=41 42 40 39 50 3 47 4 133 0 0 0 49 15 48 1 12 43 4
split_gain=9.10419e-05 0.000114214 0.000142817 0.000201412 0.000190661 0.000188842 0.000225497 0.000171524 0.000122791 0.000180013 0.000145688 0.00014336 0.000189487 0.000171162 0.000140057 0.000106496 8.46051e-05 7.72505e-05 2.16473e-05
threshold=0.078535000000000008 -0.11403999999999999 -0.018084999999999997 0.085220000000000004 0.10119500000000002 -0.10628499999999998 0.10887000000000001 -0.034289999999999994 -0.085714999999999986 -0.053834999999999994 -0.07773999999999999 -0.10071499999999999 -0.07107999999999999 -0.09547499999999999 0.087945000000000009 0.092730000000000021 0.088005000000000014 -0.014114999999999997 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 8 17 -7 10 11 12 -10 14 15 -14 -13 -4 -15
right_child=-2 2 4 -5 -6 6 -8 -9 9 -11 -12 16 13 18 -16 -17 -18 -19 -20
leaf_value=-0.0016743494200344804 -0.0014691389919840546 -9.4377081091689429e-05 0.001619939480572243 0.0035317888551301309 -0.0024895525186370599 0.0015974173680977589 -0.002824060311782917 0.0033947150267834856 -0.0015999953657485531 -0.0019214483311129648 0.002029426038538507 -0.002475692618908005 0.001936528108023521 0.0014818916284600589 -0.0017332481876404149 -0.00044959179804902113 -0.00016690696252462115 -0.00063409099319919663 0.002668303195195659
leaf_weight=0.0012297967495957371 0.001414408715406267 0.001125500317546684 0.0010496731903040235 0.0010072376111481054 0.0010025727317738977 0.0016105982360514722 0.0010031055077519566 0.0010562566876584556 0.0014618379308117824 0.001685308107948826 0.0012621073516715644 0.0011962351480615538 0.0013144958722535183 0.0010262337964230808 0.0011208732898486673 0.0012822353974393241 0.0010207815714353835 0.0010609207371343743 0.0011119347548138592
leaf_count=192 195 79 76 263 401 409 137 97 91 226 344 617 55 62 41 47 390 122 66
internal_value=0 7.14071e-05 0.000171741 0.00161817 1.16147e-05 0.000148923 -0.000125443 0.00145677 6.66425e-05 -0.000130878 0.000148619 -0.000100345 0.000297247 0.000770875 7.08093e-06 0.00075829 -0.00141266 0.000486918 0.00209887
internal_weight=0 0.0226277 0.0213979 0.00213274 0.0192652 0.0182626 0.0150957 0.00316685 0.0140926 0.012482 0.0107967 0.00953463 0.00731761 0.00585577 0.0037176 0.00259673 0.00221702 0.00211059 0.00213817
internal_count=3910 3715 3523 342 3181 2780 2485 295 2348 1939 1713 1369 362 271 143 102 1007 198 128
is_linear=0
shrinkage=0.00589082


Tree=1520
num_leaves=31
num_cat=0
split_feature=9 14 1429 1213 3 1374 457 484 4 133 39 39 160 48 1 47 47 0 39 1374 0 160 12 4 130 1 48 3 16 42
split_gain=0.000809574 0.000577357 0.000592429 0.000490507 0.000449331 0.000442765 0.000496242 0.000533216 0.00030477 0.00032242 0.000451736 0.000553992 0.000421992 0.000340454 0.000327467 0.000436615 0.000333641 0.000317201 0.000292403 0.000305562 0.000386954 0.000432956 0.000376982 0.000364478 0.000336094 0.000309502 0.000383341 0.000297608 0.000335493 0.000477603
threshold=-0.016839999999999997 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30601500000000009 0.086000000000000007 -0.098834999999999992 -0.079734999999999986 0.50541500000000006 -0.26719999999999994 0.13795500000000002 0.094865000000000019 -0.40446999999999994 0.12649500000000002 0.10752500000000002 0.087850000000000025 0.11603500000000001 -0.10303999999999998 -1.0000000180025095e-35 -0.094679999999999986 -0.099864999999999995 0.031805000000000007 0.090385000000000007 -0.0021099999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.084500000000000006 0.045635000000000002 0.23932500000000004 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 9 -9 11 12 -11 14 15 18 17 -16 -14 -20 25 23 -23 24 -22 -21 -27 28 29 -26
right_child=1 -3 3 4 -6 -7 7 8 -10 10 -12 -13 13 -15 16 -17 -18 -19 19 20 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0013458523240732795 -0.0011832033097198226 -0.0010689966376445218 -0.00082959276420059526 0.0010799434454545412 0.00087660312473115184 -0.00094237347302124526 -0.0010578846499330113 -0.00076921572981614888 0.00080494116935887793 -0.00094261321194333465 0.00094476863628456119 -0.0010967764222345952 -0.00066416369382161838 -0.00067307244164615837 0.0011547773635847045 -0.00056819850340989418 -0.00022517661956974479 0.0001209255603768755 -0.00049537358606575258 8.5517234251011466e-05 -0.00056161407507011169 7.1072661339945521e-05 0.0012026792236506667 -0.00080234908222000332 0.00069566598228676467 0.0013686831299018778 0.00032589074850729419 -0.00053383981772737402 0.001069369760759064 -0.0004088362808247842
leaf_weight=0.0010063354078599365 0.0010294010116319577 0.0013065683718813661 0.0016169451096601497 0.0010572425141450728 0.0014745161660801856 0.0011397443949050503 0.0010932727006751552 0.0012186348348739431 0.0011982733130773129 0.0010020242303586105 0.0012694098282501889 0.0010559908786910146 0.0010770252868041999 0.0013702734290941257 0.0019425356961444429 0.0024801712800539546 0.0010716209034953295 0.0011174322341049861 0.001543322701273552 0.0019986349043605673 0.0017277947296778793 0.0015120362238668647 0.001316297132491262 0.001460344906126931 0.0018586385985197408 0.0017052237544064042 0.0016658173694090728 0.0010556272729544958 0.0012331167137180632 0.0018847993602795765
leaf_count=121 178 124 578 40 143 96 313 186 116 215 34 70 36 58 55 140 27 86 54 68 142 107 49 146 197 71 44 40 73 303
internal_value=0 -5.71829e-05 -2.50769e-05 4.61858e-06 3.96272e-05 6.32194e-06 3.64278e-05 4.77832e-06 3.91861e-05 1.10106e-05 4.13413e-05 3.21409e-06 4.32372e-05 7.84913e-05 0.000117134 4.37259e-05 0.000517239 0.000777238 0.000119463 0.000163973 0.000222394 6.85576e-05 0.000597719 -9.37626e-05 3.95859e-05 0.000567577 0.000853382 0.000211787 0.00036995 0.000139555
internal_weight=0 0.0424827 0.0411762 0.0401468 0.0385298 0.0370553 0.0359156 0.0348583 0.033765 0.0325668 0.0313481 0.0300787 0.0290227 0.0280207 0.0266504 0.0225189 0.00413159 0.00305997 0.0200387 0.0189617 0.0174183 0.0120487 0.00282833 0.00922032 0.00775998 0.00536968 0.00337104 0.00603218 0.00497655 0.00374344
internal_count=3910 3789 3665 3487 2909 2766 2670 2630 2317 2201 2015 1981 1911 1696 1638 1470 168 141 1330 1294 1240 1057 156 901 755 183 115 613 573 500
is_linear=0
shrinkage=0.00154607


Tree=1521
num_leaves=31
num_cat=0
split_feature=3 481 1429 14 1213 33 1374 457 484 14 454 42 42 133 133 151 133 43 52 13 1 15 43 133 52 2 48 2 1 133
split_gain=0.000642434 0.000548095 0.000531078 0.000533416 0.000483449 0.000439976 0.000465324 0.000435099 0.000529143 0.000496036 0.00044973 0.000404674 0.000575048 0.000471804 0.000404772 0.000395611 0.000852448 0.000446501 0.000461897 0.000737195 0.00048402 0.000553989 0.000511334 0.000981321 0.000608458 0.000566138 0.000421624 0.000382794 0.00033404 0.000290607
threshold=0.31335500000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.007134999999999999 0.086000000000000007 -0.098834999999999992 -0.083374999999999991 -0.38100999999999996 0.086995000000000003 -1.0000000180025095e-35 -0.086109999999999978 -0.085714999999999986 0.087895000000000015 0.056555000000000001 0.08493500000000001 0.24789500000000006 0.11401500000000002 -0.084674999999999986 0.12730000000000002 0.091600000000000015 -0.0037249999999999996 0.087550000000000017 -0.088354999999999989 0.094195000000000015 0.092250000000000013 0.086650000000000019 0.097070000000000004 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -9 -10 11 12 13 -11 28 17 -17 18 20 -20 21 22 23 25 -24 29 27 -26 -15 -13
right_child=-2 -3 3 -5 5 6 -8 8 9 10 -12 15 -14 14 -16 16 -18 -19 19 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010996666258686223 0.00071774100923537932 -0.001258138475994429 -0.00088332685025583864 -0.0010013730650415178 -0.00095927836980913084 0.00084680080803483401 -0.0009099893162562041 -0.0010096542497013445 0.00076054936098346481 0.00066096051216206313 -0.0009992764159759283 -0.00050361991839728126 -0.0012481912660303879 -0.0012498414449315857 0.00032815418409890831 -0.00097999915520439714 0.00054478549987449054 -0.00067294139490658804 -0.001297797096236959 0.00010125196555760076 0.001164405066352513 -0.00061094362682688496 -0.00044654274247699099 -0.0012425530519895639 0.00042482805705768906 0.00079823749080320324 -5.1801039443931412e-05 0.0011017271455364848 -0.00026734218171834491 0.00043214866430797949
leaf_weight=0.001314808110383924 0.0015115598031605329 0.0010312131303389363 0.001751992103929261 0.0015507761515989307 0.0012276472768499849 0.0010457196051056874 0.0013668276454724673 0.0012272910920927962 0.0014565772145311842 0.0010917198704758491 0.0010760081501359755 0.0019982447230870682 0.0012624731628056987 0.0012178796834346195 0.0011281070133892235 0.0021476013864223367 0.0011477734417906227 0.0015087986805397682 0.0011257861079743137 0.0024202109648466799 0.0010437136887667389 0.0017033639652639368 0.0013412833161468027 0.0011889092462316619 0.0035905084073069062 0.00196538671529356 0.0016836834137592405 0.0032446026760251101 0.0016795803226181683 0.0010240172683616544
leaf_count=175 148 106 577 119 45 42 95 265 82 67 34 146 384 119 89 51 47 46 73 235 112 127 82 227 82 68 38 86 39 104
internal_value=0 -0.000228422 -0.000205101 -0.0001785 -0.000148591 -0.000117128 -9.10774e-05 -6.18673e-05 -8.73602e-05 -5.59582e-05 -9.03415e-05 -6.11587e-05 -0.000384844 -0.000171849 -0.000397705 1.49466e-05 -0.000448919 7.90702e-05 0.000129883 -0.000342919 0.000219139 0.000163525 0.000245787 -7.6461e-05 0.000447649 0.000201501 0.00058844 0.00074615 -0.000680313 -0.000186558
internal_weight=0 0.0465625 0.0455313 0.0442165 0.0426657 0.0409137 0.0396861 0.0383192 0.0372735 0.0360462 0.0345897 0.0335136 0.00637976 0.00511729 0.00402557 0.0271339 0.00329537 0.0238385 0.0223297 0.003546 0.0187837 0.01774 0.0160366 0.00617656 0.00986008 0.00498765 0.00851879 0.00683511 0.00289746 0.00302226
internal_count=3910 3762 3656 3481 3362 2785 2740 2645 2603 2338 2256 2222 698 314 247 1524 98 1426 1380 308 1072 960 833 545 288 318 206 168 158 250
is_linear=0
shrinkage=0.00142833


Tree=1522
num_leaves=31
num_cat=0
split_feature=14 1213 133 160 133 123 484 48 15 14 12 1 12 3 4 3 15 48 15 1186 16 16 1 4 4 4 48 1 2 1
split_gain=0.000570753 0.000468805 0.000388108 0.000549815 0.000430146 0.000496698 0.000348401 0.000353831 0.000396594 0.000565775 0.000560791 0.000522655 0.000416046 0.00033794 0.000327194 0.000711456 0.00035324 0.000385812 0.000376074 0.00039595 0.000363996 0.000529258 0.000360162 0.000331258 0.000314475 0.000425918 0.000312147 0.000533634 0.000277738 0.00025705
threshold=0.077685000000000018 -0.081334999999999977 -0.26719999999999994 -0.40446999999999994 -0.16268499999999997 1.0000000180025095e-35 -0.075729999999999978 0.12675000000000003 -0.26361999999999991 -0.46637499999999993 -0.023959999999999995 0.12864500000000004 0.11655500000000001 0.12991000000000003 -0.44477499999999992 -0.15327499999999997 -0.11739999999999999 0.095825000000000007 -0.106555 0.081240000000000021 -0.004514999999999999 0.16388500000000003 0.085990000000000011 -0.018664999999999998 -0.082054999999999975 0.15045000000000003 0.087945000000000009 0.092550000000000007 0.099015000000000006 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8 -10 12 13 14 -12 -16 -17 18 -18 20 22 23 24 -22 -20 -26 27 -24 -7 -29
right_child=-2 2 3 4 5 28 7 -9 10 -11 11 -13 -14 -15 15 16 17 -19 19 -21 21 -23 26 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00093600390668820913 -0.00094140544714098296 -0.00080532478800090428 -0.00094703768778969008 0.000971180847433929 -0.00067469559991921641 0.00015094234863281521 -7.8908048410024332e-05 -0.00054569813771821515 -0.00072765697332462503 0.0013221623981464208 -0.00061927975407645051 0.00087884888142870324 -0.00083955149941911599 0.00072195241026306591 0.0011814799475096005 -0.00076522656819073235 0.00074558650079574712 0.00080160052018700986 -6.3130247328272378e-05 0.00073979323046874683 0.001177499269597348 -0.00047077611488104398 0.00070567586426688062 7.8635512019341065e-05 -0.0013260264738381622 -0.00020739132222837261 -0.0006779445557721967 -0.00074727869932989606 0.0011215534452596221 0.00021330805343495459
leaf_weight=0.0010615242050596432 0.0013581779381826023 0.0011118279943588263 0.0010929119206493634 0.001075068179918758 0.0014583800104345504 0.0011079531165219805 0.0011439197182760985 0.0019740861501063014 0.0018560901813924327 0.0012099361225107385 0.0014873914447566137 0.0015887308672797298 0.0010658594432847992 0.0015291012240044024 0.0011188034114803921 0.0011304698493615059 0.001260230593516082 0.0013178860644451609 0.001548922595196775 0.0011410354083176691 0.0012202491366096746 0.0013003396521888977 0.0019231299440520822 0.0010338510920471994 0.0016745644324385744 0.0011863174355042361 0.0011888760133160758 0.0012608523874629851 0.0013156441455440537 0.0010347285308789367
leaf_count=378 126 215 248 56 379 140 37 86 104 112 153 50 67 51 57 91 20 36 203 51 79 195 145 108 377 27 23 81 158 57
internal_value=0 3.29136e-07 2.62419e-05 5.10654e-05 8.12387e-05 5.39633e-05 7.6588e-06 3.95588e-05 7.90967e-05 0.000641274 2.98443e-05 8.60584e-05 3.22842e-05 7.38491e-05 2.62673e-05 7.59141e-05 8.03198e-06 5.91786e-05 -2.85284e-06 -6.78439e-05 -0.000136761 0.000254884 -0.000278558 0.000673501 -0.000581507 -0.000862164 -3.15072e-05 0.000150666 0.000677836 -0.000314296
internal_weight=0 0.0394187 0.0383572 0.0372453 0.0361524 0.0350773 0.0326538 0.0311954 0.0292213 0.00235386 0.0268674 0.0250113 0.0234226 0.0223567 0.0208276 0.0193403 0.0182215 0.017091 0.0157731 0.0145129 0.0133718 0.00355444 0.00981739 0.0022541 0.0044098 0.00286088 0.00540759 0.00421871 0.0024236 0.00229558
internal_count=3910 3784 3406 3191 2943 2887 2589 2210 2124 149 1975 1871 1821 1754 1703 1550 1493 1402 1366 1346 1295 382 913 187 607 404 306 283 298 138
is_linear=0
shrinkage=0.00142833


Tree=1523
num_leaves=20
num_cat=0
split_feature=3 40 47 403 403 160 474 483 42 133 43 42 16 4 1 47 15 0 2
split_gain=0.0001036 0.000235875 0.000260814 0.000176319 0.000147146 0.000193228 0.00028141 0.000305596 0.000181431 0.000264151 0.000267336 0.000188933 0.000137769 0.000136503 0.000648151 0.000293486 0.000135944 0.000128154 8.49563e-05
threshold=0.15165000000000003 0.028705000000000001 0.11896000000000002 0.09389500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 0.088115000000000013 0.083815000000000014 -1.0000000180025095e-35 0.092395000000000019 -0.072804999999999981 0.0057500000000000008 0.088315000000000018 0.09252500000000001 -0.073314999999999991 -0.11208499999999998 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 -7 -10 -13 14 18 16 -15 -2 -12
right_child=17 -3 -4 -5 5 8 -8 -9 11 -11 13 12 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.0017847090392378929 -0.00017972818471930714 0.0023291509384095075 -0.0024511788323762838 -0.0021822989572859702 -0.0031518427966930893 -0.0025572266640996343 0.0012123444552147725 0.00023750275170023798 0.0029924969153407835 0.0018833525168134818 -0.00028626829955533285 0.0018805191216111159 -0.00080989632701870904 0.0030010723433836692 -0.0041368350664820518 -0.0014641435572730426 0.00046403151128654398 0.0022429640163024183 0.0017055944077062238
leaf_weight=0.001169804311273121 0.0012224443097796911 0.0010090494253262019 0.0013882459196734578 0.0010589539382545579 0.0017212722105653796 0.0012424358197267718 0.0012815074412141914 0.0012612417739275225 0.0013594566985632448 0.0018146831900990599 0.0010379665964825877 0.001004967311877214 0.0010809604977847498 0.001284305467020852 0.0010246354540093261 0.0010556209696819252 0.0010506827532610341 0.0011684760985284362 0.0013452682535790572
leaf_count=916 109 75 125 276 441 201 226 243 141 262 62 119 165 65 193 29 69 100 93
internal_value=0 -0.000141742 -0.000259448 -0.00010573 1.16446e-05 0.000131279 -0.000837707 -0.00171856 0.000441916 8.07012e-05 -0.000326123 0.00147518 0.000486304 8.16153e-05 -0.000657714 0.000824708 0.00185947 0.00100428 0.000838082
internal_weight=0 0.0221911 0.021182 0.0197938 0.0187348 0.017565 0.00426402 0.00298251 0.013301 0.0098556 0.00804092 0.00344538 0.00208593 0.00679848 0.00340787 0.00339061 0.00233499 0.00239092 0.00238323
internal_count=3910 3701 3626 3501 3225 2309 910 684 1399 974 712 425 284 511 348 163 134 209 155
is_linear=0
shrinkage=0.00523088


Tree=1524
num_leaves=20
num_cat=0
split_feature=1 4 4 3 48 2 150 3 16 47 49 15 43 43 13 2 1 12 2
split_gain=0.000100801 0.000215114 0.00026742 0.000155281 0.000206127 0.000251532 0.000157724 0.000178236 0.000147539 0.000215915 0.00014425 0.00013254 0.000128169 0.000175753 0.000127222 0.000121752 0.000118678 7.70375e-05 7.49246e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.51381999999999983 0.16699000000000003 0.12862000000000004 0.11542500000000001 1.0000000180025095e-35 0.10856000000000002 0.51388000000000011 0.09252500000000001 -0.07107999999999999 0.088495000000000018 -0.089949999999999988 -0.082484999999999989 -0.014114999999999997 0.10066500000000002 0.091845000000000024 0.085250000000000006 0.09580000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 11 -8 16 -3 -14 18 -4 -2 -16 -15
right_child=3 12 15 -5 -6 -7 10 -9 -10 -11 -12 -13 13 14 17 -17 -18 -19 -20
leaf_value=-0.001548868445710535 -0.00049950952123432152 -0.0026542745605296313 0.000420143835184057 0.0021383812751944345 -0.0020468582622397719 0.0023992886893248792 -4.5347794104486749e-05 -0.0024855658978266428 0.0017285518521203793 -0.0021243288082442822 0.0025369208399535735 -0.0013710205921293045 0.0012450744148158103 -0.0031032979061606071 -0.0012493420335585141 0.0029152308205412686 0.0017386264870745938 0.00083925926624057773 -0.0010585596843717183
leaf_weight=0.0011048160620931169 0.0011615013680281727 0.0011787380893976511 0.0011252664875769369 0.0011991164261397078 0.0012107206613256602 0.001492491043959863 0.0013523017770104007 0.001030090035595066 0.0011411764695459237 0.0015781898228344193 0.0012176041244608138 0.0010884247410595377 0.0011198694438223286 0.0011014164955203132 0.0010694225605712634 0.0011936895392956615 0.0017725264686289793 0.0010237620267400244 0.0010244132905150999
leaf_count=48 144 401 84 181 91 208 137 44 111 161 94 319 224 693 114 34 220 319 283
internal_value=0 -0.00044986 0.00065467 0.000264215 9.19388e-05 0.000310751 9.34082e-06 -0.000377133 -5.49827e-05 -0.000418392 0.00117811 0.000250923 -0.00103008 -0.000671485 -0.0011802 0.0017045 0.00085261 -0.000227822 -0.00211796
internal_weight=0 0.00994139 0.00342377 0.0142441 0.013045 0.0118343 0.0103418 0.00777191 0.00674182 0.00560064 0.00256991 0.00402245 0.00651762 0.00533888 0.00421901 0.00231896 0.00293403 0.00209318 0.00212583
internal_count=3910 2200 166 1710 1529 1438 1230 999 955 844 231 683 2034 1633 1409 118 364 433 976
is_linear=0
shrinkage=0.0054422


Tree=1525
num_leaves=18
num_cat=0
split_feature=11 1 151 0 150 13 52 52 3 16 133 0 15 13 1 1 49
split_gain=9.93442e-05 0.000105007 0.000236408 0.00018677 0.000181768 0.000135761 0.000257309 0.000153986 0.000238281 0.000144964 0.000133084 9.86141e-05 0.00013272 0.000193535 9.4041e-05 7.91824e-05 7.00743e-05
threshold=0.08184000000000001 0.076710000000000014 0.056555000000000001 -0.087614999999999985 0.082085000000000019 -0.0016149999999999999 -0.07125999999999999 -0.0093349999999999978 -0.077689999999999995 -0.0072149999999999992 0.084285000000000013 0.18055000000000002 0.085120000000000015 -0.074599999999999986 0.092550000000000007 0.11198000000000001 -0.076864999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 5 7 -7 -3 -9 14 -1 12 13 -5 -8 -16 -6
right_child=-2 2 -4 11 16 6 9 8 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0028422962294361526 -0.0012886928586588562 0.0022412830945467968 -0.0015727453988023208 0.0002745914794606934 0.00098589700816115091 -0.0020677478685228686 0.001093451148459027 0.0020192442356115762 -0.0011082911541621312 0.0018697467961871193 -0.00047779440930081392 0.0015183799429701642 0.00094862139993227542 -0.0023779770723016168 -0.0017721939341350144 8.7641727686058542e-05 0.0028651477556686272
leaf_weight=0.0011561069751147698 0.0015317075402899163 0.0016155347574699653 0.0015332804222879534 0.0016874595696074737 0.0010256334789912058 0.0014726565483356158 0.0011055121284875291 0.001118569837419094 0.0014995377673164677 0.0012683643245177106 0.0013653705344232048 0.0010691608861463919 0.0016632935782943045 0.0012662017668125681 0.0010514264923109362 0.0014086071889057722 0.0010623754045240305
leaf_count=355 224 236 116 293 140 153 83 274 335 87 271 22 640 417 56 85 123
internal_value=0 6.13254e-05 0.000328819 -0.000400212 0.000559701 0.000285857 -0.00019101 0.000996214 0.000227928 0.00038074 -0.00156193 0.000114945 -0.000210052 -0.000862535 -0.000148941 -0.000707258 0.00194206
internal_weight=0 0.0223691 0.0141615 0.00820759 0.0126282 0.0105402 0.00630657 0.00423364 0.00261811 0.00483391 0.00252148 0.00568612 0.00461695 0.00295366 0.00356555 0.00246003 0.00208801
internal_count=3910 3686 1688 1998 1572 1309 464 845 609 311 626 1372 1350 710 224 141 263
is_linear=0
shrinkage=0.00512831


Tree=1526
num_leaves=17
num_cat=0
split_feature=4 11 16 2 4 13 15 150 49 42 0 16 2 1 2 13
split_gain=9.19118e-05 0.000184411 0.000116106 0.000135904 0.000157665 0.000170418 0.000158793 0.000175787 0.000198926 0.000248531 0.000153032 0.000148771 0.00012888 0.000107448 0.000156098 9.1451e-05
threshold=0.27020000000000005 0.077165000000000025 -0.38486499999999996 0.10910500000000002 -0.49269499999999994 -0.094679999999999986 0.088615000000000013 0.086420000000000011 -0.0090499999999999973 -0.087904999999999983 -0.084304999999999977 -0.084184999999999996 0.12547000000000003 0.092550000000000007 0.085355000000000014 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 7 8 -7 -10 -6 -11 -5 14 -13 -2
right_child=15 -3 3 12 5 6 -8 -9 9 11 -12 13 -14 -15 -16 -17
leaf_value=-0.0012533314861005126 0.0017294449875686622 -0.0021703709424252316 -0.0019814934503265334 0.0018861680703864568 -3.753445498473659e-05 0.0021365082934033932 -0.001783203699110167 -0.0013813176633013706 0.0016175448207333644 -0.0018795310658154176 0.0025992354909039599 0.0018787919717116524 -0.00014837052797067745 -0.0010163159537877598 -0.00075521003791954606 5.1683580850239786e-05
leaf_weight=0.0017341040292496992 0.001348811102225636 0.0010364758813450328 0.0010235884221738685 0.0017793635368566754 0.0010533130416133796 0.0012307726362521263 0.0013787970287718826 0.0018264518813391759 0.0017103107030837878 0.0014653155259529843 0.0010863660514530667 0.0011943047014081228 0.0013159577443291326 0.0015642323517770784 0.0010080608816201639 0.0019031175632091757
leaf_count=145 280 212 107 231 121 194 642 186 276 414 31 198 187 165 329 192
internal_value=0 -0.000144697 -3.63101e-05 8.3351e-05 -0.00011628 2.49559e-05 -0.000215045 1.18426e-06 0.000310137 -1.36561e-05 0.00130122 -0.000546895 0.0010212 -2.84612e-05 0.000673164 0.000747573
internal_weight=0 0.0204074 0.0193709 0.0176368 0.0145415 0.0135179 0.0113782 0.00999945 0.008173 0.00694222 0.00213968 0.00523191 0.00309532 0.0037666 0.00220237 0.00325193
internal_count=3910 3438 3226 3081 2663 2556 2404 1762 1576 1382 152 1106 418 692 527 472
is_linear=0
shrinkage=0.00492917


Tree=1527
num_leaves=31
num_cat=0
split_feature=1213 133 133 1429 454 150 160 123 124 158 3 42 1 130 2 13 457 475 4 15 0 2 15 1 3 49 52 0 4 3
split_gain=0.000600707 0.000593211 0.000632084 0.000533087 0.000525789 0.000568658 0.000737427 0.000637321 0.000719205 0.000636919 0.000604477 0.000831448 0.000672814 0.000891607 0.000548512 0.000475265 0.000549263 0.00056587 0.000708219 0.000466991 0.000368239 0.000390384 0.000341374 0.0003384 0.000337313 0.000389745 0.000275073 0.000537456 0.000260763 0.000242641
threshold=-1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 -1.0000000180025095e-35 0.088225000000000012 -0.18357499999999996 -0.11175999999999998 1.0000000180025095e-35 -0.013479999999999999 0.087355000000000016 0.10420500000000001 -0.11145999999999999 0.12263000000000002 -0.0015749999999999998 0.11339500000000001 -0.16277999999999995 -0.0015249999999999997 -0.075169999999999987 0.25367000000000006 -0.073314999999999991 -0.077944999999999987 0.095195000000000016 -0.035939999999999993 0.087480000000000016 -0.086589999999999986 -0.082084999999999977 0.071660000000000015 -0.10071499999999999 0.028075000000000006 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 23 -4 5 -5 22 8 -8 10 11 -10 13 -13 28 -15 -17 -18 20 -16 24 -22 -7 -3 -19 -26 27 -27 -12 -9
right_child=1 2 3 4 -6 6 7 29 9 -11 14 12 -14 15 19 16 17 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0008688628046158146 -0.00098898228132175995 0.00023746848450933552 -0.001090757976384501 0.0011010134557627629 -0.00099141144952664701 -0.00030545850234422919 -0.0010552222403952623 0.0012660595828717105 -0.0012909356039257146 -0.0010004067813593764 0.00045394398068182492 -0.0012529495951327772 0.0011565707686244447 -0.00086209576456501471 0.0006425943392616649 -0.00086160601966264684 -0.00083315034818202635 -0.00076541168416301294 0.0014287376195847763 -0.00057178179162551345 0.00092367293018091282 -7.0240924773066445e-06 -0.001451790706600103 0.001224192985423325 0.00090894865293236619 7.23768007665826e-05 0.00056082549843390942 -0.0011421033855836 0.0012310045534742039 0.00033305176064621486
leaf_weight=0.0019313604514966101 0.0013635454305447317 0.0018231793749650107 0.0010525732330645124 0.0011145388932192182 0.0011838813338229661 0.0013698198718727905 0.0014160660708624198 0.0012458802830811466 0.0011351027800151963 0.0012665562564749813 0.0019238076711971521 0.0012703540508105507 0.0011727067635012292 0.0011905846720310321 0.0013537063740205468 0.0011894222206334506 0.0011103030900281316 0.0011301791502716816 0.0011534535221615636 0.0015728693722820708 0.0025766552465934659 0.001731119883445098 0.0010577072321296113 0.001420851827394376 0.0012136095487278471 0.0036712110700136578 0.0013952782499493388 0.0010844787265256554 0.0020488627294015238 0.0013177147193980934
leaf_count=592 217 156 177 27 43 213 58 129 87 170 49 132 61 23 80 174 179 138 53 56 182 138 172 74 29 34 107 177 54 129
internal_value=0 -4.99236e-06 2.68075e-05 -2.67346e-05 2.81912e-06 3.48809e-05 1.50079e-06 6.05192e-05 -2.87812e-07 5.08887e-05 9.85731e-05 -2.91793e-05 4.28302e-05 -2.69521e-05 0.00048788 6.23191e-05 0.000130024 0.000208309 0.000291165 -1.00643e-05 0.000188675 0.000549664 -0.000804931 0.000669644 5.61379e-06 0.000123937 -3.09494e-05 -0.000204571 0.000854705 0.000786484
internal_weight=0 0.043556 0.0421925 0.0389484 0.0378959 0.036712 0.0355974 0.0331699 0.0306063 0.0291903 0.0279237 0.0210245 0.0198894 0.0187166 0.00689925 0.0174463 0.0162557 0.0150663 0.013956 0.00292658 0.0128025 0.00430778 0.00242753 0.00324403 0.00849476 0.00736458 0.00615097 0.00475569 0.00397267 0.0025636
internal_count=3910 3318 3101 2871 2694 2651 2624 2239 1981 1923 1753 1514 1427 1366 239 1234 1211 1037 858 136 805 320 385 230 485 347 318 211 103 258
is_linear=0
shrinkage=0.00151575


Tree=1528
num_leaves=18
num_cat=0
split_feature=41 158 50 42 3 156 457 43 3 160 2 4 3 4 2 1 2
split_gain=8.5679e-05 0.000117651 0.000135917 0.000132418 0.000221704 0.0001633 0.000172807 0.000149094 0.000503724 0.000181615 0.000204966 0.000243133 0.00046712 0.000166418 0.000147341 0.000123046 6.17232e-05
threshold=0.078535000000000008 0.085745000000000002 0.10119500000000002 -1.0000000180025095e-35 -0.11266 0.086860000000000007 -0.067474999999999993 -0.074254999999999988 -0.077894999999999978 -0.061284999999999992 0.113945 0.0057500000000000008 0.090325000000000003 -0.056579999999999991 0.095195000000000016 0.090355000000000005 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 14 6 -6 8 -8 -9 11 13 -13 16 -5 -1 -11
right_child=-2 -3 -4 4 5 -7 7 9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0015196170258359593 -0.0012391453187819538 -0.0014731404738565477 -0.0015325564695151822 0.002922640284824282 -0.0014917625643837201 -0.0014681852908506124 -0.00013175137155881504 0.0022005972202794868 0.0039746979123878165 0.0011431495252928767 -0.0018905605682063287 -0.00041003822456594374 0.0037462409751425384 -0.0020944637848521702 0.00046483130858791208 0.00038492309943971619 -0.00061832637615792511
leaf_weight=0.0018926590220529468 0.0013770137930595996 0.0012077480231450491 0.0011603087126466514 0.0013597148921649605 0.0011593814508090725 0.0013717022056699843 0.0019331413226645333 0.0010002473311896982 0.0012391194872094511 0.0010019088734609643 0.0013039435736626054 0.0015711550294482679 0.0012099391473153198 0.0012201661423678657 0.00112808415085075 0.0015678350518584239 0.0010095433668562137
leaf_count=727 195 385 439 76 141 332 247 114 219 276 156 67 59 78 120 143 136
internal_value=0 5.30626e-05 0.000140302 0.000237507 0.000424961 0.000179523 0.000358213 0.000544895 0.00147227 0.000191172 -8.35332e-05 0.000308347 0.00139819 -0.000629557 0.00180816 -0.000656733 0.000259069
internal_weight=0 0.0223366 0.0211288 0.0199685 0.016508 0.0140202 0.0126485 0.0114892 0.00317226 0.0083169 0.00731666 0.00601271 0.00278109 0.00323162 0.0024878 0.00346049 0.00201145
internal_count=3910 3715 3330 2891 2021 1825 1493 1352 466 886 772 616 126 490 196 870 412
is_linear=0
shrinkage=0.00502775


Tree=1529
num_leaves=20
num_cat=0
split_feature=4 11 52 4 4 13 133 48 49 49 12 42 15 15 15 15 1 1 0
split_gain=8.67913e-05 0.000170463 0.000115857 0.000142471 0.000200526 0.000182801 0.000154573 9.19812e-05 0.00025985 0.000182868 0.000237215 0.000300002 0.000230254 0.00020213 0.000220039 0.000166765 8.5814e-05 8.54883e-05 1.90277e-05
threshold=0.27020000000000005 0.077165000000000025 0.18936500000000003 -0.14301 -0.49837999999999999 -1.0000000180025095e-35 -0.091614999999999988 0.09227500000000001 -0.045004999999999996 -0.085974999999999982 -0.023959999999999995 0.084100000000000022 -0.053579999999999996 -0.017214999999999998 0.035895000000000003 -0.096369999999999983 0.11797500000000001 0.10688500000000002 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 9 -9 -8 -11 13 -13 15 -15 18 17 -2 -12
right_child=16 -3 -4 6 5 -7 7 8 -10 10 11 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00065278378612879345 0.0011551093711904782 -0.0019512946434063192 -0.0013659663520644756 -0.0016249617726583972 0.0028966010386644848 0.0004846983534946495 -0.001813430241417972 0.0025476724854640608 -0.00059314460965315585 -0.0019483902560069389 0.0012901423251150247 0.00036723965970231312 -0.0026520362548597509 0.0032474033224292945 0.00064095434942791217 -0.0012999321903725066 0.001764962145341839 -0.00064403265974611538 0.00041590614444492424
leaf_weight=0.0012774737867151664 0.0010007080174276864 0.0010102345482715372 0.0012612942340250932 0.0013382633800954483 0.0011621777345903472 0.0014833530209576963 0.0012452832978809844 0.0010098971533933909 0.0011897709809442223 0.001089924717453227 0.0010112850867614043 0.0010295030663224625 0.0010662610295515962 0.0011612384433856201 0.0015931047544167354 0.001183563732928529 0.0010242569458900341 0.0012097604541055629 0.0010546991984060131
leaf_count=103 96 212 411 408 75 69 102 85 166 139 22 283 580 141 442 147 273 103 53
internal_value=0 -0.000128166 -3.20248e-05 6.19913e-05 0.000828811 0.00154424 -0.000153301 2.57875e-06 0.000848847 -0.000175814 4.60995e-05 0.000314487 -0.00116888 0.000832281 0.00173984 6.30257e-05 0.000675352 0.000170462 0.000843839
internal_weight=0 0.0201673 0.0191571 0.0178958 0.003923 0.00264553 0.0139728 0.0126345 0.00219967 0.0104349 0.00918958 0.00809966 0.00209576 0.00600389 0.00275434 0.00324955 0.00323473 0.00221047 0.00206598
internal_count=3910 3438 3226 2815 247 144 2568 2160 251 1909 1807 1668 863 805 583 222 472 199 75
is_linear=0
shrinkage=0.00455379


Tree=1530
num_leaves=16
num_cat=0
split_feature=484 50 52 133 13 13 51 2 133 42 15 47 1 48 16
split_gain=8.66646e-05 0.0001134 0.000144397 0.000248545 0.000227117 0.000210734 0.000165369 0.00016423 0.000151984 0.0001737 0.000188311 0.000175667 0.000279794 0.000111209 0.000107291
threshold=-0.0043499999999999988 0.10030500000000002 0.11401500000000002 -0.10870499999999998 -0.089899999999999994 -0.080814999999999984 0.08955500000000001 0.097940000000000013 0.090085000000000012 0.091145000000000018 0.035895000000000003 0.09252500000000001 1.0000000180025095e-35 0.085265000000000021 -0.029944999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -4 8 -5 9 10 11 12 -6 14 -14
right_child=1 -3 5 4 6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0013059456728390728 -0.0025868853109313745 0.0018499088705566733 -0.0032882712830586266 0.00028696838011467565 -0.0012436968448172542 0.00019749921214941228 -0.0020019235574644354 0.0027707772613765778 -0.0016485907962241622 0.0020658148986849685 -0.001540785525373151 -0.00098509504053538068 0.0039402683063310901 0.00023248529384760287 0.0016007697684929704
leaf_weight=0.001623349583875589 0.0010398263608440454 0.0011406907920704359 0.0010522600158962281 0.0016588474172024815 0.0013128066305516523 0.0012847951732625753 0.0012745000424080341 0.0019105106084121581 0.0013408903994227986 0.0017724334682809604 0.0018748503203420835 0.0019052458899099234 0.0010115382083434165 0.0010526139494065889 0.0018489418917868611
leaf_count=612 342 292 152 190 261 225 133 155 425 156 401 113 109 86 258
internal_value=0 7.79708e-05 -2.14012e-05 0.000153923 0.000321931 -0.00137197 -2.30447e-05 0.00161644 0.000185059 0.000413175 8.79254e-05 0.00051613 0.00106344 0.00183747 0.00242808
internal_weight=0 0.0214808 0.0203401 0.018003 0.0169632 0.00233706 0.0133938 0.00356936 0.0121193 0.0107784 0.009006 0.00713115 0.0052259 0.00391309 0.00286048
internal_count=3910 3298 3006 2629 2287 377 1942 345 1809 1384 1228 827 714 453 367
is_linear=0
shrinkage=0.00577531


Tree=1531
num_leaves=30
num_cat=0
split_feature=14 3 9 51 39 47 48 4 14 4 11 43 4 42 2 43 159 0 52 157 52 151 16 0 4 49 2 16 16
split_gain=0.000597544 0.00041422 0.00039602 0.000354971 0.0005818 0.00043396 0.000537056 0.00051202 0.0004508 0.000342877 0.00032165 0.00035396 0.0010328 0.000409794 0.000589756 0.000402404 0.000316245 0.000570737 0.000260127 0.000230574 0.000249204 0.000253367 0.000249273 0.000198387 0.000235725 0.000198312 0.000165296 8.81906e-05 8.41737e-05
threshold=0.077685000000000018 0.30601500000000009 -1.0000000180025095e-35 -0.40274499999999996 0.12773500000000002 0.11896000000000002 0.12649500000000002 0.15927500000000003 -0.46795499999999995 0.28937500000000005 0.080320000000000016 -0.50992999999999988 -0.51381999999999983 0.09901500000000002 0.099015000000000006 0.088185000000000013 0.089930000000000024 -0.069794999999999982 0.016565000000000003 -0.080619999999999983 -0.089799999999999977 -0.08341999999999998 -0.055679999999999993 -0.083424999999999985 0.00046500000000000008 -1.0000000180025095e-35 0.11542500000000001 -0.095109999999999986 0.054425000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 10 -9 25 11 -5 -13 14 15 16 17 19 28 -14 -21 -22 23 24 27 -10 -11 -23 -16
right_child=-2 -3 3 4 -6 -7 -8 8 9 26 -12 12 13 -15 18 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00080945291833390057 -0.00095222939555358432 0.00072460029651671325 -0.00076782051748237672 0.00066534126339611228 0.00099619177899943311 -0.00070932550201841774 -0.0009724815214219284 -0.00051708067352497749 -0.00012376636660867485 0.00052182005992698383 -0.00084438291354075993 -0.0013729753738475469 0.00054306266412115897 -0.00075030883780279414 0.0011153640393146197 -0.00082618408645246052 -0.00076093286968816737 0.00090422401675593499 0.00011865414298943014 -0.00075138989094932407 0.00054989091269182341 0.00053738225006298116 -0.00076041675684522807 -0.00051367067005756524 -0.00030424933951814985 0.00050273213221656917 0.0011847222859367433 6.7660394180155408e-05 0.00056221779714486157
leaf_weight=0.0010355376715423517 0.0012813638959863196 0.0014345609290716812 0.001258791883306686 0.0012157793925027206 0.0010191976127753568 0.0018162077166516957 0.0010756401878921898 0.0010509371433267134 0.0019671286094706808 0.001652370537701453 0.0010167916150471959 0.0011296642812972267 0.0010563122277381402 0.0013548232417453362 0.0010437094069870581 0.0012938114558677669 0.0010078849052556913 0.0012842294418302881 0.0017215970153281468 0.0010877478433657358 0.0011359339022047376 0.0016362832992304274 0.0010663795614259631 0.0013188880723906671 0.0018165326339740495 0.0018458221984940506 0.0012417089684122473 0.0013961193307981401 0.0010303820534161012
leaf_count=107 126 162 138 35 50 98 37 40 68 89 111 47 208 312 96 151 168 90 124 133 71 74 352 330 99 94 115 286 99
internal_value=0 9.5021e-07 -2.74322e-05 -5.18162e-05 -2.55254e-05 -5.68317e-05 -1.91466e-05 1.46176e-05 0.000318948 0.000449947 -8.97914e-05 -5.42636e-05 -9.71914e-05 -2.23259e-05 3.27869e-05 -9.65198e-05 -2.28024e-05 4.02526e-05 0.000513132 -6.52749e-05 -0.000133218 -5.28826e-05 -0.000147532 -4.15676e-05 8.68423e-05 0.000179517 0.000806239 0.000321122 0.000840568
internal_weight=0 0.0380108 0.0365762 0.0355407 0.0342819 0.0332627 0.0314465 0.0303708 0.00775797 0.00670703 0.0226129 0.0215961 0.0203803 0.0192506 0.0178958 0.0141001 0.0128063 0.0117984 0.00379569 0.0105142 0.00945788 0.00837014 0.0072342 0.00616782 0.00484894 0.00381295 0.00289408 0.0030324 0.00207409
internal_count=3910 3784 3622 3515 3377 3327 3229 3192 406 366 2786 2675 2640 2593 2281 1962 1811 1643 319 1553 1345 1212 1141 789 459 162 204 360 195
is_linear=0
shrinkage=0.00137286


Tree=1532
num_leaves=16
num_cat=0
split_feature=11 48 0 1 48 151 4 15 1 15 3 16 12 403 4
split_gain=8.48797e-05 0.000110246 0.00030842 0.000251719 0.000159725 0.000124861 0.000149901 0.000218839 0.000163648 0.000147586 0.000255182 0.000237134 0.000175276 0.00023636 5.95512e-05
threshold=0.08184000000000001 0.016865000000000002 -0.19631499999999999 0.091655000000000014 0.087945000000000009 -0.0008699999999999999 0.15927500000000003 0.090505000000000016 0.11198000000000001 -0.017214999999999998 0.10666500000000002 0.15737500000000001 0.080120000000000011 0.03138500000000001 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 9 -8 14 11 12 -11 -14 -7
right_child=-2 2 3 -5 -6 6 8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0015133739399679693 -0.0010922276561210038 0.00083975294626477826 0.00024148032892349361 0.0026067366487016715 -0.0013639706643032222 -0.00039013101079801374 -0.00013246121870923988 -0.0021424312046627227 0.002050630213286892 0.0016478075073278638 0.0021323392342039193 -0.0019508949845785041 -0.0017765804838035821 0.0010334751243708594 -0.0018438311117460369
leaf_weight=0.0013546522151611238 0.0014776524204932464 0.0011160993313694689 0.0019654435395338376 0.0019181238458718108 0.0019481946342168044 0.0014098895548602343 0.0015892278185291051 0.0012232440108885323 0.0013876984462759187 0.0015082930261422186 0.0013279076291645708 0.0012101442907621607 0.0012674633733540386 0.0013166330982198327 0.0010689217759491665
leaf_count=390 224 36 338 279 76 406 131 610 245 97 44 74 615 156 189
internal_value=0 5.84412e-05 0.0005404 0.0014097 -0.000561314 -0.000169912 -3.31724e-05 -0.000297764 0.00088519 -5.00518e-05 0.000311445 -0.000144559 0.000389585 -0.000344818 -0.001017
internal_weight=0 0.0216119 0.00694786 0.00388357 0.00306429 0.0146641 0.0133094 0.0103325 0.00297693 0.00910925 0.00663044 0.00530253 0.00409239 0.0025841 0.00247881
internal_count=3910 3686 729 617 112 2957 2567 2191 376 1581 986 942 868 771 595
is_linear=0
shrinkage=0.00464487


Tree=1533
num_leaves=31
num_cat=0
split_feature=14 133 133 123 44 1213 1374 50 1 0 12 42 41 1 16 15 133 43 43 13 4 13 12 2 3 0 48 133 1 47
split_gain=0.000498938 0.000408605 0.000433739 0.000441988 0.000398453 0.000412999 0.000389613 0.000334154 0.000332906 0.000442455 0.000323628 0.00028251 0.000271421 0.000269365 0.000613089 0.000334024 0.000331113 0.000326171 0.00065831 0.000302673 0.000281889 0.000241876 0.000253445 0.000374652 0.000309105 0.000250304 0.000449551 0.000145986 9.9961e-05 8.27601e-06
threshold=0.077685000000000018 -0.26719999999999994 -0.15498499999999996 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.086000000000000007 0.088425000000000017 0.12485500000000001 -0.053834999999999994 0.11655500000000001 -0.055344999999999998 0.080510000000000012 0.10471000000000001 0.050115000000000007 -0.042544999999999993 -0.085714999999999986 -0.15648499999999999 -0.089949999999999988 0.16421000000000002 -0.34687499999999999 0.019675000000000002 0.085775000000000004 0.091525000000000009 -0.015794999999999997 -0.13027499999999997 0.084500000000000006 0.091290000000000024 0.11215000000000001 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 10 -10 12 -5 13 16 15 28 -7 19 -19 -18 -20 22 24 -24 -22 26 -26 -25 -15 -27
right_child=-2 2 3 11 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 18 20 -21 21 -23 23 27 25 29 -28 -29 -30 -31
leaf_value=-0.00071407703392011349 -0.00082756877510852217 0.00076951980747868762 -0.00073938934090251511 1.1268306399787884e-05 -0.0007810037302221094 0.00057662462509999539 -0.00072886061404729924 -0.00048708293066644729 0.00095614122171520195 -5.3883783285441627e-05 -0.0006145486158179314 0.00087146616876788746 -0.00056394173485305719 0.00065011877029042225 -0.00041458910620136827 0.0012185019172319025 0.00084124521283315259 -0.0010163223733971251 -0.00048710909950021287 -6.41974861687099e-05 0.00064064948327809666 0.00058517610301741813 -0.00085824719516196398 -0.00030836603153495013 0.00076873061927848854 -0.00043611299368991735 -0.00011486092187652173 0.00031533238954729799 0.00011354794185560343 -0.00027690778700542248
leaf_weight=0.0011704185658339963 0.0011350834995267336 0.0011935866897627703 0.0011430792159681505 0.0010017884942472577 0.0010583922589688646 0.0015678008593689166 0.0010331054449071999 0.0017016311143390256 0.0014694645565905828 0.0012334953216117652 0.0011291705122181686 0.0014372372482484011 0.0010116066249645774 0.0010196507509458996 0.0011313009509041905 0.0010667256741766487 0.0012168914164760692 0.0010929249110916668 0.0017066061593100533 0.0010751760872094174 0.00144406634736155 0.001189338193533728 0.0011628882441255262 0.0011495938276890882 0.0013364926377192887 0.0010135731159137892 0.0026665775740184472 0.0011716072877546724 0.001133663561170728 0.0010058363855023345
leaf_count=226 126 83 529 37 55 111 97 461 88 78 59 268 60 43 122 44 36 204 127 76 156 47 341 93 30 38 39 164 61 11
internal_value=0 9.13389e-06 3.22844e-05 7.40566e-06 -3.04232e-05 -5.49844e-06 2.18012e-05 4.79162e-05 8.04359e-05 0.000495216 3.61073e-05 0.000518154 6.65142e-05 9.4063e-05 0.000372851 0.000649503 2.95342e-05 -2.02424e-05 -8.72512e-05 0.000416515 -1.39186e-05 5.26013e-05 -5.24118e-06 -0.000282167 0.00012398 9.31379e-08 0.000180141 6.44065e-06 0.000367628 -0.000356815
internal_weight=0 0.0377337 0.0365633 0.0353697 0.0329307 0.0318723 0.0307292 0.0296961 0.0279945 0.00270296 0.0252915 0.00243903 0.0241623 0.0231507 0.00435134 0.00322004 0.0187994 0.0172316 0.0149395 0.00229207 0.0138466 0.01214 0.0109506 0.00348409 0.00746655 0.00602248 0.00400307 0.0023212 0.00215331 0.00201941
internal_count=3910 3784 3558 3475 3170 3115 2586 2489 2028 166 1862 305 1803 1743 270 148 1473 1362 1250 112 1046 919 872 598 274 118 69 257 104 49
is_linear=0
shrinkage=0.00124344


Tree=1534
num_leaves=18
num_cat=0
split_feature=483 151 1 15 42 0 16 0 0 15 15 43 16 2 47 12 2
split_gain=8.39503e-05 0.000107999 0.000153767 0.000195805 0.000133188 0.000133452 0.000180352 0.000157736 0.000157261 0.000132048 0.0001603 0.00024151 0.000190792 0.000178413 0.00011524 9.05425e-05 7.5267e-05
threshold=0.088030000000000011 0.087190000000000017 0.12811000000000003 0.091915000000000011 0.092395000000000019 -0.077944999999999987 0.25185000000000007 -0.083934999999999996 -0.014809999999999999 -0.0089749999999999986 -0.089594999999999994 -0.066289999999999988 -0.17157499999999998 0.089910000000000004 0.13177500000000003 0.089995000000000006 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 9 -7 10 11 -1 -13 -14 -4 -6 -11
right_child=-2 -3 14 -5 15 6 -8 -9 -10 16 -12 12 13 -15 -16 -17 -18
leaf_value=0.002111247105671522 -0.0014199968184823615 0.0015499261816892549 0.0025072715706635834 -0.0022990848248182938 -0.00015243848607018098 0.0029391728670365141 -0.00084559703215499645 -0.0022190726863344384 0.00053662949473154377 1.7957505738262376e-05 -0.0023156773913282328 -0.0025127293342819806 -0.0010149941969036388 0.0014752356459102017 3.6748464785534531e-05 -0.0023523836286046184 0.0019963331084944316
leaf_weight=0.0012525856289852108 0.0011968502783907395 0.0013522775914857057 0.0011522031523958703 0.0012309056416616579 0.0010671147019323248 0.0014292703618512537 0.0012510488829953204 0.0010386016984021149 0.0018531117855270273 0.0010031430083604484 0.001051492653394194 0.0011422656539878924 0.0019914303096148231 0.0014894214268184325 0.0010865588059232323 0.0011525208985695284 0.0013177190750291584
leaf_count=220 354 127 233 533 133 170 246 429 142 125 296 92 112 86 40 245 327
internal_value=0 6.02705e-05 -3.79493e-05 -0.000202901 -5.14783e-05 0.000134727 0.000912647 -0.00020811 0.00158279 1.77305e-05 -0.00035868 -8.46354e-06 -0.000582777 5.05501e-05 0.00130823 -0.00129474 0.00114122
internal_weight=0 0.0218617 0.0205094 0.0182706 0.0170397 0.0148201 0.00453343 0.0102867 0.00328238 0.00924806 0.0069272 0.0058757 0.00462312 0.00348085 0.00223876 0.00221964 0.00232086
internal_count=3910 3556 3429 3156 2623 2245 558 1687 312 1258 806 510 290 198 273 378 452
is_linear=0
shrinkage=0.0054422


Tree=1535
num_leaves=18
num_cat=0
split_feature=0 1 2 2 150 1374 13 42 2 1 2 4 0 16 0 151 0
split_gain=7.78673e-05 0.00011539 0.000191375 0.000154995 0.000141535 0.000198035 0.000114827 0.000167462 0.000159204 0.000110964 0.000239499 0.000160706 0.00011081 0.000147131 0.000142567 6.27889e-05 2.68149e-05
threshold=0.18055000000000002 0.085835000000000009 0.106035 0.099015000000000006 0.075065000000000007 -0.094679999999999986 -0.084084999999999979 0.085195000000000007 0.085355000000000014 0.10561500000000001 0.088585000000000011 -0.0010999999999999996 -0.035699999999999989 -0.069144999999999984 -0.18087499999999998 -0.06189999999999999 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 9 -6 -1 8 -8 10 11 -3 13 14 -11 -7 -15
right_child=-2 4 -4 -5 5 15 7 -9 -10 12 -12 -13 -14 16 -16 -17 -18
leaf_value=-0.0014800017319341638 0.0011020372871252944 0.0011148147875545483 -0.002132637449899868 0.0012238863014822792 -0.00051139222268765797 0.0024930025090246365 0.00042929211790318533 0.0010628620075903872 -0.0015688121533462144 -0.00066263852371490587 -0.0022042532881232611 -0.0010071209726281007 0.0014086763720553728 -0.00040837230809707872 0.0012756072561022297 0.0009979260032727871 -0.0013867499787866475
leaf_weight=0.0015835075802422749 0.0010999689887367095 0.0013600094993648651 0.0011005402322859376 0.0011619608491830608 0.0010860193080937108 0.0010427520696854042 0.0012840415661539819 0.0014499926600449742 0.001715014258462419 0.0010777479310624116 0.0012301078002083798 0.001271834300315521 0.0012807741286690114 0.001052321234747744 0.0019873514822005278 0.0010263824833894606 0.0010118064915281
leaf_count=627 44 428 305 149 29 200 250 356 485 66 180 105 163 92 193 110 128
internal_value=0 -6.82341e-05 -0.000466145 -0.000211223 0.000177589 0.000972522 -0.000487647 -0.000134448 -0.000713327 -6.65836e-05 -0.000641179 8.93927e-05 0.000279603 -2.3276e-06 0.000594083 0.00175138 -0.000887959
internal_weight=0 0.0217222 0.00829506 0.00719452 0.0134271 0.00315515 0.00603256 0.00444905 0.00299906 0.010272 0.00386195 0.00263184 0.00641 0.00512923 0.0030651 0.00206913 0.00206413
internal_count=3910 3866 2172 1867 1694 339 1718 1091 735 1355 713 533 642 479 259 310 220
is_linear=0
shrinkage=0.00429114


Tree=1536
num_leaves=16
num_cat=0
split_feature=484 15 11 0 0 43 133 457 0 160 0 52 48 3 3
split_gain=8.55962e-05 9.77882e-05 9.62109e-05 0.000112672 0.000192288 0.000168981 0.000160248 0.000187828 0.00012225 0.000105671 0.00011802 0.00027467 0.000108686 0.000182756 9.30567e-05
threshold=-0.0043499999999999988 -0.24219999999999997 0.080455000000000013 -0.017269999999999997 -0.053834999999999994 -0.084699999999999984 -0.090054999999999982 -0.066264999999999991 -0.070894999999999986 0.099550000000000013 -0.10071499999999999 0.083750000000000005 0.091065000000000021 0.084925000000000014 -0.036619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3 -8 9 10 12 -12 13 14 -9
right_child=1 2 -4 5 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0010470749888615357 0.0011921438761652145 -0.0014823444011264036 -0.0013806366880269715 0.0019398172190129193 -0.0017677977422894601 -0.00010996915811570555 -0.0017096783167605146 0.0012411811678577267 0.0018298483621523051 -0.0011176613527159394 -0.0013889624785596445 0.0013489289021402088 -0.00048418222513947135 0.0023791928975051887 -0.00043583779623828717
leaf_weight=0.0016007874469223101 0.0015444801856846551 0.0013290981506314187 0.0010632470738205493 0.0015670695633351328 0.0013858969712904632 0.0019442324167372764 0.0010024377376922642 0.0014655459217558509 0.0011409930126173697 0.0011225949848095449 0.0019909169312175559 0.0013111817168425868 0.0011263467660429516 0.0016148321849145386 0.0013918323884465353
leaf_count=612 291 421 192 82 172 152 154 91 221 84 599 571 79 104 85
internal_value=0 6.71823e-05 -2.21198e-05 5.64123e-05 -0.000120177 0.000804836 4.90192e-05 0.000216307 0.000389241 0.00022525 0.000394625 -0.000301814 0.000805392 0.00113018 0.000424303
internal_weight=0 0.0210007 0.0194562 0.018393 0.0148817 0.0035113 0.0134958 0.0121667 0.0111642 0.0100233 0.00890066 0.0033021 0.00559856 0.00447221 0.00285738
internal_count=3910 3298 3007 2815 2581 234 2409 1988 1834 1613 1529 1170 359 280 176
is_linear=0
shrinkage=0.00464487


Tree=1537
num_leaves=17
num_cat=0
split_feature=1447 1 43 39 48 47 4 15 15 48 48 43 3 16 2 4
split_gain=7.49205e-05 9.67538e-05 0.000194476 0.000164279 0.000207926 0.000143446 0.000210944 0.000160429 0.000140963 0.000145534 0.000126671 0.000116399 0.000127156 0.000127093 0.000196122 0.000129028
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.24333999999999997 0.005105000000000001 0.12675000000000003 0.09252500000000001 0.0033150000000000007 -0.41846999999999995 -0.0063699999999999989 0.083775000000000002 0.087945000000000009 -0.083684999999999996 -0.08824499999999999 0.15737500000000001 0.087995000000000004 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 5 6 -4 -8 9 -2 -11 12 -10 14 -13 -16
right_child=1 2 3 -5 -6 -7 7 -9 11 10 -12 13 -14 -15 15 -17
leaf_value=-0.0012610377629746813 -0.0019911206321418773 -0.0014043983774850572 -0.00042964719941314514 0.0022118858569905369 -0.0015262189284773243 -0.00048325834254694787 0.00056118737845848405 0.0030336931223952281 7.5510199308055141e-05 0.0009465722593323179 -0.0010736265561340766 -0.00091525988140420784 0.0022583380399362365 -0.0015932094993214073 0.0024528020383508425 2.2855530502852314e-05
leaf_weight=0.0010662025954121133 0.0017407754313985202 0.0011630570832347198 0.0011469040926972429 0.0014017811049263917 0.0010998720523964778 0.0014847968120055288 0.0010091094043552518 0.0015606838046228755 0.0014281883641318882 0.0012416055168653767 0.0017414905907656292 0.0019408934728434033 0.0011057417211513543 0.0012288809858416183 0.0010143501156257839 0.0010269874794723299
leaf_count=371 704 46 305 322 68 122 123 148 210 81 281 615 84 72 150 208
internal_value=0 5.15957e-05 0.000437523 0.000715625 0.000382772 0.000786434 0.00129367 0.00206279 -0.000222824 -0.000880747 -0.000232792 0.000178458 0.00102804 -0.000234655 0.000184583 0.00123031
internal_weight=0 0.0213351 0.0088662 0.00770315 0.00630137 0.00520149 0.0037167 0.00256979 0.0124689 0.00472387 0.0029831 0.00774504 0.00253393 0.00521111 0.00398223 0.00204134
internal_count=3910 3539 1134 1088 766 698 576 271 2405 1066 362 1339 294 1045 973 358
is_linear=0
shrinkage=0.00483252


Tree=1538
num_leaves=17
num_cat=0
split_feature=11 48 0 51 15 42 133 13 49 0 133 133 15 4 13 12
split_gain=7.27514e-05 0.000103797 0.000232416 0.000175399 0.000123069 0.000118734 0.00017629 0.000261957 0.000113117 0.000102292 0.000231516 0.000312594 0.000169967 0.000102637 8.59268e-05 8.18699e-05
threshold=0.08184000000000001 0.091555000000000011 -0.19631499999999999 0.089355000000000004 -0.14487999999999998 0.086325000000000013 1.0000000180025095e-35 -0.071149999999999977 -0.084114999999999981 -0.10071499999999999 -0.085714999999999986 0.065880000000000008 -0.10312999999999999 -0.00027999999999999998 -0.07409499999999998 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 7 -7 -6 12 -11 15 -10 -14 -4 -12
right_child=-2 2 14 -5 5 6 -8 -9 9 10 11 -13 13 -15 -16 -17
leaf_value=0.0016469717766510695 -0.0010893940044541582 -0.00071532858893631431 0.0026115067892468792 -0.0018152383726994449 -0.0012979168052463142 -0.0019117191556979464 -0.0026063873120970461 0.0012278281025677599 -0.00077703441565838143 0.0018882907750405822 -0.000811634900282044 0.00095642907342261376 0.00032245314362007818 0.0022059378293336528 0.0007734194068780779 -0.0025909573523213393
leaf_weight=0.0010796471393189249 0.0014189179172152946 0.001560865121071231 0.001265402073508004 0.0013430310898919417 0.0011224952563236293 0.001168099148101627 0.0010040463452932885 0.0014439054768149448 0.0010391132518265955 0.001142554891368483 0.0012170736148454132 0.0018087771572234002 0.0010958784467332006 0.0019605934294184557 0.0012076923098348893 0.0012987535589459864
leaf_count=313 224 62 193 298 114 448 506 85 63 237 154 433 83 104 190 403
internal_value=0 6.42551e-05 0.000773961 -0.000106932 4.2234e-05 -7.89125e-05 -0.000850968 -0.00017619 0.000182363 0.000356121 -8.51249e-05 -0.000606499 0.000945137 0.00153063 0.00171391 -0.00173018
internal_weight=0 0.0207579 0.00403396 0.016724 0.0153809 0.0143013 0.00361605 0.002612 0.0106852 0.00956274 0.00546716 0.0043246 0.00409559 0.00305647 0.00247309 0.00251583
internal_count=3910 3686 445 3241 2943 2630 1039 533 1591 1477 1227 990 250 187 383 557
is_linear=0
shrinkage=0.00492917


Tree=1539
num_leaves=18
num_cat=0
split_feature=124 123 4 484 13 48 52 3 0 2 4 4 3 4 52 48 2
split_gain=7.28477e-05 0.00010444 0.000154728 0.000150059 0.000131526 0.000165214 0.000208724 0.000249041 0.000180557 0.00013915 0.000417302 0.000136198 0.00012597 0.000139297 0.000118105 5.11659e-05 3.63375e-06
threshold=0.0049200000000000008 1.0000000180025095e-35 -0.49837999999999999 -0.0043499999999999988 0.17936000000000002 0.11930500000000001 0.10218500000000001 -0.100615 -0.061994999999999995 0.11085000000000002 0.074650000000000008 -0.082054999999999975 -0.078884999999999997 -1.0000000180025095e-35 -0.066329999999999986 0.08784500000000002 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 10 11 -9 -13 14 -14 -15 -8
right_child=-2 -3 3 4 -6 -7 16 9 -10 -11 -12 12 13 15 -16 -17 -18
leaf_value=-0.0021326774294967584 0.0013537607584849702 0.0013832721190555365 -0.0018719884496631845 0.00074185085464696893 -0.0018298917915584385 -0.00177833222737108 -0.0010551861757442146 0.0013324648660983675 0.0037469992079241861 -0.0013455053188958293 0.0028629779053667356 -0.0019576363726820411 -0.00034228288176899762 -0.0016210671159888779 0.0022519237078449947 -6.2148705396667729e-06 -0.001517992295675484
leaf_weight=0.0011354055116800646 0.0011024212413394676 0.0013480185180289308 0.0012638647500612379 0.00122610046584537 0.0010137696297251855 0.0011696822044222612 0.0010093864108806578 0.0015795980938390049 0.0011452620015148475 0.0014169792708631076 0.0017660906619273997 0.001306129939053627 0.001010199704186282 0.0013688365843040739 0.0010706202036627199 0.0010098232566617682 0.001000514629198479
leaf_count=155 91 283 568 139 162 94 399 375 114 224 165 651 74 97 152 42 125
internal_value=0 -8.17354e-05 -0.00018305 -6.24623e-05 7.1335e-05 0.000191204 0.000345718 0.00059989 0.0021932 0.000241016 0.00048775 -8.33522e-05 -0.000471242 -3.58945e-05 0.000992484 -0.000935507 -0.00128557
internal_weight=0 0.0208403 0.0194923 0.0183569 0.017093 0.0160792 0.0149095 0.0128996 0.00237136 0.0105283 0.0091113 0.00734521 0.00576561 0.00445948 0.00208082 0.00237866 0.0020099
internal_count=3910 3819 3536 3381 2813 2651 2557 2033 253 1780 1556 1391 1016 365 226 139 524
is_linear=0
shrinkage=0.0054422


Tree=1540
num_leaves=17
num_cat=0
split_feature=1 4 4 52 39 13 457 16 0 51 1 42 43 0 2 3
split_gain=7.53917e-05 0.000156533 0.00016577 0.000134453 0.000172111 0.000122614 0.000127494 0.000120294 0.000209087 0.000188941 0.000118095 0.000117218 0.000123459 0.000109234 9.29499e-05 4.83699e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.51381999999999983 -0.27466499999999994 0.005105000000000001 -0.094679999999999986 0.081330000000000013 -0.055679999999999993 -0.11756999999999999 -0.024374999999999997 0.10113500000000002 0.091230000000000019 -0.084059999999999982 -0.13506999999999997 0.10066500000000002 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 8 -7 -9 -10 12 -3 -14 -4 -15
right_child=3 11 14 4 -6 6 -8 9 10 -11 -12 -13 13 15 -16 -17
leaf_value=-0.001145845462025244 -0.0013991597810178054 -0.0026794256932453566 0.0003076897001304472 0.0013633704252226763 0.0019503316787854402 -0.0013541470575790975 0.001093144764010995 5.7332550981911001e-06 1.2850892574653288e-05 -0.0029920918218782635 0.0024216116570676899 0.00056917447719378035 -0.0020677507403772644 0.00069508781184723434 0.0025409722306720217 -0.0008312972615556962
leaf_weight=0.0010142823636935527 0.0012242173126273967 0.0012277277946001752 0.0010042842370374672 0.0018683968225511058 0.0017203489824747656 0.0016158259456144656 0.0018153782044807443 0.0012015280764019476 0.0012187061635942076 0.0011036539106768746 0.0010255926695975082 0.0012132844511436973 0.0011383569174880925 0.0011148367554036174 0.0010359255765983733 0.0011582412708752241
leaf_count=48 199 526 84 232 360 91 97 160 258 212 101 412 103 513 34 480
internal_value=0 -0.000377431 0.000582439 0.000249343 0.000423779 0.000157134 -0.000125264 -0.000484025 8.06147e-05 -0.00142954 0.0011136 -0.000878403 -0.00125699 -0.000745074 0.00144165 -8.26779e-05
internal_weight=0 0.00890694 0.00305449 0.0127936 0.0115694 0.00984908 0.00798068 0.00616531 0.00386012 0.00230518 0.0022443 0.00585245 0.00463916 0.00341143 0.00204021 0.00227308
internal_count=3910 2200 166 1710 1511 1151 919 822 450 372 359 2034 1622 1096 118 993
is_linear=0
shrinkage=0.00523088


Tree=1541
num_leaves=17
num_cat=0
split_feature=150 151 457 484 41 474 156 1 42 42 4 1 42 52 3 2
split_gain=7.23025e-05 0.000190489 0.000169143 0.000149653 0.000134975 0.000131916 0.000195114 0.000134707 0.00013854 0.000215187 0.000179596 0.000253294 0.000155929 0.000179763 7.64091e-05 7.543e-05
threshold=0.084800000000000014 0.056555000000000001 0.088175000000000017 -0.0043499999999999988 0.078150000000000011 0.084655000000000022 1.0000000180025095e-35 0.12811000000000003 0.09901500000000002 0.091230000000000019 -1.0000000180025095e-35 0.092385000000000009 -1.0000000180025095e-35 0.084890000000000007 0.090325000000000003 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 9 10 12 -12 -5 15 -13 -14
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 14 13 -15 -16 -17
leaf_value=-0.002159660299257109 0.00041265271372036607 -0.0012038974834989182 0.0034223219262272666 -0.001047302240262428 -0.0020445853807146389 0.0019728025894609727 -0.0024927490878451672 0.0016251313430632917 -0.001992424602979187 0.002398326247519773 -0.0029651894932127688 0.00089758148833700587 0.0011564844370558665 -0.00032495874964583968 -0.0011445623850295599 0.0033310866229697236
leaf_weight=0.0011698810214598931 0.0016009444202174919 0.0011886905814072618 0.0010194197769298752 0.0014796984553009035 0.001031959594193054 0.0011750140744384305 0.0010058769946231652 0.0017774920776254819 0.0011418074396310493 0.0012269206220392745 0.0015062885020710164 0.0014421761821611367 0.0010466824050555665 0.0015473815027993165 0.0010604932729165739 0.0010820198482823784
leaf_count=583 252 104 102 628 157 238 235 226 289 174 245 80 179 230 54 134
internal_value=0 0.000713656 0.00158353 -0.000163508 -2.21815e-05 0.000112537 -4.0139e-05 0.000145199 -8.28825e-05 0.000126933 -0.000177148 -0.00109399 0.000535757 0.00117297 3.22336e-05 0.00226184
internal_weight=0 0.00380905 0.00262036 0.0176937 0.0165238 0.0154919 0.0143168 0.013311 0.0115335 0.0103917 0.00916474 0.00400896 0.00515578 0.00367608 0.00250267 0.0021287
internal_count=3910 458 354 3452 2869 2712 2474 2239 2013 1724 1550 379 1171 543 134 313
is_linear=0
shrinkage=0.00577531


Tree=1542
num_leaves=29
num_cat=0
split_feature=14 1213 1456 133 133 123 124 3 453 0 150 480 130 43 16 151 49 43 159 1 9 16 4 2 15 48 457 16
split_gain=0.000555495 0.00045153 0.000431942 0.000452403 0.000394381 0.000425925 0.00036808 0.000402293 0.000348357 0.000333643 0.000369236 0.000413888 0.000423578 0.000361989 0.000343267 0.000308633 0.000359828 0.000442037 0.000266158 0.00024049 0.000230283 0.000197222 0.000299014 0.000325535 0.000263354 0.000168989 0.000155144 4.46352e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 0.083745000000000014 -0.013479999999999999 0.16699000000000003 1.0000000180025095e-35 -0.230625 0.090965000000000004 1.0000000180025095e-35 -0.0015749999999999998 -0.15109999999999998 0.15737500000000001 0.088225000000000012 -0.085974999999999982 -0.084059999999999982 0.097885000000000014 0.087480000000000016 0.081505000000000008 0.31524000000000002 -0.0017649999999999999 0.091525000000000009 0.041585000000000004 0.092930000000000013 0.091935000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 19 6 -6 8 9 25 11 12 -11 14 -14 16 -15 -18 20 -5 21 22 24 -24 27 -8 -12 -19
right_child=-2 2 3 4 5 -7 7 -9 -10 10 26 -13 13 15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.00076952931497988486 -0.00095169615378049835 -0.00075076264879073075 -0.00079291299012034314 0.00023981999873976196 -0.00065174366920629247 0.00064840433409708474 0.00088645180739591652 0.00073660595469260545 -0.00071753389928127425 -0.0006468429105244769 -0.00092446511534795403 -0.00077045000345024389 0.00015711413031735017 -0.00073654032196866846 0.0011280722887373168 0.00075755022897122778 -0.00075586083933464228 0.00075317808544508034 -0.00045562619904153753 0.0010936884012078261 -0.0002837777766394398 -0.00013680828375014343 -0.00039646761525752609 0.00057116331849446666 0.00014478002770952018 0.000176767243106733 -0.00018973350464241911 0.0011165525502532208
leaf_weight=0.001318599391432084 0.0011405501188742609 0.0012253757635474058 0.0010799377925509992 0.0013629392162711187 0.0014651349489773749 0.0019978665600573478 0.0011376153235875741 0.0014258655242069809 0.0011639262385956242 0.0012925116137012796 0.0010384020637266836 0.0010672754106652643 0.0014202652750174806 0.0010901996085088692 0.0012315792102555179 0.0010625395512562372 0.0010488306984864889 0.0012293208522083654 0.0011148925263424489 0.0010640370895940165 0.0012819151187741795 0.0013233447473021687 0.0012746482506152072 0.0012450667690853123 0.0011136144750096832 0.0013051866773139409 0.0010441468669704079 0.0012202380202944087
leaf_count=578 126 312 197 148 80 270 55 124 67 180 147 221 93 55 20 26 188 71 113 71 54 186 57 65 278 24 48 56
internal_value=0 2.95126e-06 3.35151e-05 6.34527e-05 9.32651e-05 4.90525e-05 4.03063e-06 4.22616e-05 4.9744e-07 3.75727e-05 -1.9514e-05 4.25099e-05 9.3702e-05 0.000154837 0.00060805 6.24201e-05 5.71294e-07 7.46229e-05 0.000163477 0.000614174 0.000242922 0.000334086 0.00043653 8.16679e-05 0.000687473 0.000507268 -0.000556086 0.000934192
internal_weight=0 0.0346453 0.0333267 0.0321013 0.0310214 0.0285944 0.0265965 0.0251314 0.0237055 0.0225416 0.0200988 0.0180162 0.016949 0.0156565 0.00265184 0.0130046 0.0119421 0.0108519 0.00980304 0.00242698 0.00868815 0.00740623 0.00608289 0.00251972 0.00356317 0.0024428 0.00208255 0.00244956
internal_count=3910 3784 3206 2894 2697 2478 2208 2128 2004 1937 1858 1663 1442 1262 113 1149 1123 1068 880 219 767 713 527 122 405 79 195 127
is_linear=0
shrinkage=0.00134594


Tree=1543
num_leaves=31
num_cat=0
split_feature=14 51 1213 1374 1 11 51 48 43 47 484 43 4 3 13 2 13 16 15 133 49 43 3 0 43 1374 1 1 4 47
split_gain=0.000758847 0.000579218 0.000501221 0.000437084 0.000471945 0.000508289 0.000397934 0.00051158 0.000445373 0.000488235 0.000362294 0.000350285 0.00132276 0.00053254 0.000463337 0.000400765 0.000415621 0.000323462 0.000306895 0.000350344 0.000421358 0.000311562 0.00056293 0.000345009 0.0004156 0.000289774 0.000650985 0.000332697 0.000255839 0.000208523
threshold=0.077685000000000018 -0.40274499999999996 -1.0000000180025095e-35 0.090240000000000015 0.10498500000000001 0.080455000000000013 0.12342500000000002 0.137325 -0.14252999999999996 0.084155000000000021 -0.0043499999999999988 -0.50992999999999988 -0.51381999999999983 -0.15121499999999996 -0.45122499999999993 0.10679500000000001 0.025140000000000006 0.050115000000000007 0.088190000000000004 0.090085000000000012 -0.085974999999999982 -0.077544999999999989 -0.078669999999999976 -0.10131499999999999 0.0016850000000000001 -0.094679999999999986 0.092730000000000021 0.087545000000000026 -0.026614999999999996 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 8 -8 -6 17 -4 -12 -13 -14 -15 16 18 -10 19 20 -16 22 -22 25 -25 -23 27 -27 -20 -11
right_child=-2 2 3 -5 6 -7 7 -9 9 29 11 12 13 14 15 -17 -18 -19 28 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00092394438698822142 -0.0010916007418209862 -0.00075943914852442604 -0.00084094520719624525 -0.00091450237522441879 -0.00014050413552480704 -0.001073800629198825 -0.0009569356602551417 0.00054958550766169871 0.0012066193321822237 -0.0003745519979346204 0.00087065268901201343 -0.0015413645760220815 0.0011549179688815454 0.00080314316525114467 -0.00085911695889471346 -0.00070565412153691931 -0.00084175712047968379 0.0002311727414274599 0.00021072223866890812 -0.00083506541108937637 6.8776273285590806e-05 -0.0003739770668318854 0.0013947702590217229 -0.0011072167374704858 0.00016880667773724287 0.00031094100390226893 -0.00060401811260704099 0.00132972709001635 0.0011290283437906583 0.00047837539109588963
leaf_weight=0.0015376759384728702 0.0015548749692650956 0.0017833984105858893 0.0010843464060404503 0.0010321965231034893 0.0020765513682547984 0.0010302109507485105 0.0011307107607958508 0.0010292141294598878 0.0035590263482209164 0.0010427464533862008 0.0012468046287210646 0.0012146396353267452 0.0011190437682984033 0.0018330822911138888 0.0010121678327230663 0.0017964235423802424 0.0011387814716029556 0.0010530145902805099 0.0018753410873761922 0.0010487397793833017 0.0019492344368665648 0.0014059030163480202 0.0012599695767929716 0.0012129357073832666 0.001227626812283944 0.0015970935618900752 0.0010632313937719573 0.0014727174116160313 0.0011824170725276409 0.0019978755905071255
leaf_count=138 126 566 428 74 61 80 52 46 365 43 31 32 37 21 51 155 140 120 362 180 213 16 65 245 77 64 24 17 16 65
internal_value=0 7.831e-06 4.2376e-05 7.84022e-05 0.000104912 -8.92611e-06 0.000361241 -0.000239071 0.000494513 0.000666825 3.36933e-05 7.21588e-05 2.96303e-05 0.000115605 6.04215e-05 -1.03315e-05 6.12656e-05 0.000983907 0.000124326 2.2436e-05 9.61435e-05 0.00018256 0.000589376 1.89456e-05 -0.000465364 0.000232342 0.000438588 0.000799696 0.000565826 0.000185874
internal_weight=0 0.0430131 0.0414754 0.039692 0.0386598 0.0267707 0.0118891 0.00215992 0.00972921 0.00765266 0.0257405 0.0246562 0.0234093 0.0221947 0.0210757 0.0192426 0.0174462 0.00461204 0.0163074 0.0132496 0.0122009 0.0111887 0.0032092 0.00797951 0.00244056 0.00553895 0.00413304 0.00306981 0.00305776 0.00304062
internal_count=3910 3784 3646 3080 3006 2254 752 98 654 593 2174 1746 1715 1683 1646 1625 1470 485 1330 952 772 721 278 443 322 121 105 81 378 108
is_linear=0
shrinkage=0.00154607


Tree=1544
num_leaves=17
num_cat=0
split_feature=4 158 49 52 133 13 0 13 15 151 130 157 0 49 15 12
split_gain=8.19012e-05 0.000138838 0.00010224 0.000116599 0.000231893 0.000143489 0.000143387 9.39499e-05 8.65199e-05 0.000175143 0.000122013 9.74373e-05 0.000160423 0.000165285 0.000241258 9.38953e-05
threshold=0.27608500000000008 0.085745000000000002 0.10960000000000002 0.11401500000000002 -0.10870499999999998 -0.097529999999999992 -0.10943499999999999 -0.0064299999999999991 0.088615000000000013 0.056555000000000001 -0.0015749999999999998 -1.0000000180025095e-35 -0.079019999999999993 -0.047309999999999998 -0.10071499999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -2 9 10 -7 -12 13 -13 -15 -14
right_child=7 -3 -4 -5 5 8 -8 -9 -10 -11 11 12 15 14 -16 -17
leaf_value=-0.0021475651574499855 0.0018993298789882155 -0.0017980474199431747 0.00135390655450058 -0.001201958875700298 2.2775027649304061e-05 -0.0010135295141834957 0.0024170368672099683 8.8843211240822756e-05 -0.0010338290046118812 -0.0015951504001284684 -0.00073517961528902435 0.0015041206166110101 0.0027664848080489026 0.0009004178971020022 -0.0020569113340949199 0.0009527763017915205
leaf_weight=0.0010234089685303262 0.0010157676350786293 0.0010450418397536651 0.0011361522355436407 0.0019559347399472479 0.0010660191734017666 0.0012303093933671355 0.0011862021664139607 0.0017547930720972832 0.0016332307803683952 0.0011510049096896133 0.0010621750590411464 0.0013949274424773792 0.0011060619460328928 0.0012760793958860178 0.0012028740533730998 0.0015228100825330493
leaf_count=331 252 328 223 473 79 226 84 189 408 93 370 67 101 103 430 153
internal_value=0 -0.000119355 -2.1607e-05 -0.000114569 2.86045e-05 0.00018962 0.00128379 0.00075262 -2.31973e-05 0.000142754 0.000370188 0.000595227 0.000812539 0.000199526 -0.000534581 0.00171587
internal_weight=0 0.0189922 0.0179472 0.016811 0.0148551 0.0138317 0.00225222 0.00277056 0.0115795 0.00994624 0.00879524 0.00756493 0.00650275 0.00387388 0.00247895 0.00262887
internal_count=3910 3469 3141 2918 2445 2114 163 441 1951 1543 1450 1224 854 600 533 254
is_linear=0
shrinkage=0.00473777


Tree=1545
num_leaves=17
num_cat=0
split_feature=453 4 14 403 52 3 160 16 43 13 3 12 12 48 1 15
split_gain=7.46411e-05 0.00017642 0.000176162 0.000125625 8.98025e-05 0.000107447 0.000128392 0.000251992 0.000158137 0.000150167 0.00012197 0.000109114 0.000246315 0.000176937 8.84397e-05 0.000153778
threshold=1.0000000180025095e-35 0.27608500000000008 -0.45687499999999998 -1.0000000180025095e-35 -0.40083499999999994 -0.15464999999999998 -1.0000000180025095e-35 -0.008069999999999999 -0.071899999999999978 -0.083514999999999992 -0.076734999999999984 0.089995000000000006 0.086865000000000012 0.094275000000000012 0.092550000000000007 -0.091274999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -7 9 -8 -11 12 13 14 15 -10
right_child=-2 2 -4 4 5 6 8 -9 11 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0016355800861734796 -0.0011548047260761132 -0.00023547596799138094 0.0022065018988640171 -0.001193096248540208 0.0013174401813165904 -0.0024354713901266799 0.0023221691739263228 0.00029089263075285598 0.00072988209117102662 -0.0004960104439326121 0.0013226563675730477 -0.0011826547983254758 0.0019709031054226818 0.001144369576235119 -0.0017453152455961368 -0.0015288713646335816
leaf_weight=0.0010010815017933846 0.0010729763554758734 0.0010121304537463183 0.001407802642091705 0.0011864566576685704 0.0012858132460145605 0.0011984373432334574 0.0010734855834432233 0.0015492111888840846 0.0013017432433690664 0.0015404433883404733 0.0014057602778884083 0.0017402569821018399 0.0011251556663528506 0.0012061259590592233 0.0013317748983441291 0.001115639165799172
leaf_count=905 99 81 338 362 96 527 112 321 43 168 172 284 126 77 67 132
internal_value=0 5.31617e-05 0.00118515 -9.85066e-05 -8.3127e-06 8.02414e-05 -2.88073e-05 -0.000898261 0.000172956 0.000892625 0.000371754 -0.000196941 8.51764e-05 -0.000343 -0.000821496 -0.000312549
internal_weight=0 0.0204813 0.00241993 0.0180614 0.0170603 0.0158738 0.014588 0.00274765 0.0118404 0.00401969 0.0029462 0.0078207 0.00608044 0.00495528 0.00374916 0.00241738
internal_count=3910 3811 419 3392 2487 2125 2029 848 1181 452 340 729 445 319 242 175
is_linear=0
shrinkage=0.0044645


Tree=1546
num_leaves=16
num_cat=0
split_feature=11 15 158 3 47 0 3 150 4 13 2 49 403 43 13
split_gain=8.09259e-05 8.16782e-05 0.000106898 9.73789e-05 0.000105669 0.000297531 0.000245046 0.000187771 0.000200111 0.000159088 0.000150489 0.000125569 0.000157678 0.000104988 9.59204e-05
threshold=0.08184000000000001 -0.24219999999999997 0.084965000000000027 -0.10628499999999998 0.088995000000000005 -0.10462499999999998 0.10420500000000001 0.086420000000000011 -0.08422499999999998 -0.084184999999999996 0.113945 -0.0090499999999999973 0.019620000000000002 -1.0000000180025095e-35 0.17936000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 6 -6 7 8 -5 -10 -8 -11 -13 -7 -3
right_child=-2 2 -4 4 5 13 10 -9 9 11 -12 12 -14 -15 -16
leaf_value=0.0014822092152186406 -0.0014231402256688619 0.0019594282493296498 -0.0019188182511418884 -0.0019017798683354998 -0.003368690351939718 -0.0010265263933485892 0.0029629984572738161 -0.0019823874670191989 -0.00096678128917547729 0.0030314891312780848 -1.1731460648781837e-05 -0.00049262444078985339 0.0025230150996373791 0.0014782700306963453 -0.00035756028558463725
leaf_weight=0.0014106345604285196 0.0013663448533932634 0.0017818249177279323 0.0010096132552461631 0.0013405119163979167 0.0012488907332975918 0.0011918538963181097 0.0015828554921988322 0.0018742407424497121 0.0014893898605729938 0.0011276738263414918 0.0010030861737455599 0.001666553891590739 0.0010025675299647485 0.0012252096050927039 0.0010111536881796113
leaf_count=282 224 150 329 377 76 199 96 230 504 116 88 911 155 81 92
internal_value=0 8.8376e-05 -1.7587e-05 9.18128e-05 -0.000102955 -0.000987302 0.00018946 -0.000303226 0.000171694 0.000697502 0.0018091 0.00135036 0.000640101 0.000243155 0.0011206
internal_weight=0 0.0199661 0.0185554 0.0175458 0.0147528 0.00366595 0.0110869 0.00850094 0.0066267 0.00528619 0.00258594 0.0037968 0.00266912 0.00241706 0.00279298
internal_count=3910 3686 3404 3075 2833 356 2477 2293 2063 1686 184 1182 1066 280 242
is_linear=0
shrinkage=0.00600863


Tree=1547
num_leaves=31
num_cat=0
split_feature=14 1213 480 51 1 47 123 124 48 1 0 15 133 130 159 3 2 15 3 12 130 2 52 151 1 4 4 4 43 0
split_gain=0.00046995 0.000449009 0.00044441 0.000359318 0.000463066 0.000614321 0.000409269 0.000518716 0.000476942 0.000488126 0.000460919 0.0002831 0.000263305 0.000758999 0.00045168 0.00039425 0.000363534 0.000398425 0.000591472 0.000595779 0.000347935 0.000327725 0.000314576 0.000403824 0.00035793 0.000280895 0.000210327 0.00018571 0.000301031 0.000180273
threshold=0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 -0.40274499999999996 0.13562500000000002 0.11939500000000002 1.0000000180025095e-35 -0.013479999999999999 0.12675000000000003 0.10498500000000001 -0.17106499999999999 -0.024209999999999999 -0.085714999999999986 -0.0015749999999999998 0.090705000000000022 -0.11266 0.10705000000000002 0.088345000000000021 -0.078669999999999976 0.085250000000000006 -0.081969999999999987 0.099015000000000006 -0.069134999999999988 -1.0000000180025095e-35 0.086145000000000013 -0.026614999999999996 0.00046500000000000008 0.26048500000000002 -0.075819999999999985 0.039665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 12 -11 -6 20 -14 15 29 17 18 19 -17 -9 22 -20 -24 -25 -19 -26 28 -12 -15
right_child=-2 2 -4 4 11 -7 -8 8 -10 10 27 -13 13 14 -16 16 -18 25 21 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00070427390042556955 -0.0008566017804326763 -0.00063390884891694334 -0.00074382632949962534 -0.00083739399989389823 0.0011769133058674352 -0.000889906681689978 0.00064109327144557242 0.0010417640462116839 -0.00073672007140611014 0.0011178625621688363 -4.1700593628801996e-05 0.00021432611763217956 -0.0011392955706618576 0.0001374987946047673 -0.00076824986928622821 0.0001058622047382414 -0.00066668061337157164 0.00012377242168197145 -0.00041349921501141851 -0.0011582162063256667 4.8251275622766949e-05 0.00085303539160981774 0.00084742959303852185 -0.00059562922103919202 0.00067137255258949168 0.0011202562897483187 -5.4514933196859279e-05 -5.1992419904685532e-05 0.00090533320934787804 0.00081924652455930163
leaf_weight=0.0015256988104980626 0.0011602897635019085 0.0012833317193248197 0.001268165984119273 0.0011582020386822203 0.0010879946124348339 0.0012096015543578966 0.0022481255610017894 0.0010156233631946066 0.001239510600637316 0.0014517312993476139 0.0010730319216492035 0.0011266572378136877 0.0010548016250667138 0.0011872438053046478 0.0011909726281084656 0.00124518237774406 0.001350961384958548 0.0010463096640416225 0.0020073548367284255 0.0014762113503278274 0.0017199954939509923 0.0010283809527793508 0.0013540163133711758 0.0012672820275438056 0.0012754475524161535 0.0010043691775081251 0.001669834047957508 0.0020604956492232818 0.0014031428762382161 0.0017214464050550049
leaf_count=578 126 106 235 57 174 84 231 16 33 48 60 37 133 66 183 182 117 290 60 336 290 44 24 53 32 14 30 91 119 61
internal_value=0 1.20897e-05 3.99532e-05 6.61395e-05 9.06364e-05 5.22949e-05 8.65716e-05 4.63596e-05 8.06575e-05 0.000116077 0.000457763 0.000687217 2.56015e-05 -2.8272e-05 3.39808e-05 8.81621e-05 -1.28215e-06 6.59305e-05 -3.29287e-05 -0.000579833 0.000417102 0.000140088 4.32844e-05 0.000208004 2.47815e-06 0.000611824 0.000259829 0.000246532 0.000494943 0.000540977
internal_weight=0 0.0407511 0.0392254 0.0379573 0.0366739 0.0344593 0.0332497 0.0310015 0.0298433 0.0286038 0.0059884 0.00221465 0.0226154 0.0198798 0.018825 0.017634 0.0147253 0.0133744 0.0113237 0.00272139 0.00273562 0.00860232 0.00757393 0.00556658 0.00421256 0.00205068 0.00294528 0.00453667 0.00247617 0.00290869
internal_count=3910 3784 3206 2971 2865 2654 2570 2339 2282 2249 318 211 1931 1625 1492 1309 1182 1065 761 518 306 243 199 139 115 304 62 270 179 127
is_linear=0
shrinkage=0.00134594


Tree=1548
num_leaves=28
num_cat=0
split_feature=14 1213 51 480 1 47 123 124 48 3 15 4 0 457 43 42 52 48 4 15 3 4 4 16 1 40 15
split_gain=0.00047321 0.000407138 0.000402306 0.000376014 0.000392437 0.000507401 0.000394066 0.000478159 0.000308343 0.000402426 0.000343536 0.000276356 0.000394338 0.000512575 0.000307672 0.000274688 0.000526573 0.000581563 0.000425602 0.000320155 0.000350605 0.000365795 0.00044021 0.000262898 0.000193877 0.000148194 0.000117204
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.086640000000000009 0.13562500000000002 0.11939500000000002 1.0000000180025095e-35 -0.013479999999999999 0.12675000000000003 0.10420500000000001 -0.097794999999999979 -0.23071499999999998 -0.037619999999999994 -0.066264999999999991 -0.054854999999999994 0.088115000000000013 0.086950000000000013 0.087945000000000009 -0.032604999999999995 -0.106555 -0.089974999999999986 -0.077679999999999985 1.0000000180025095e-35 0.20277000000000003 0.089680000000000024 -0.082804999999999976 0.014775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 11 -11 14 13 -13 -9 16 17 19 -17 -15 -21 -22 -23 -12 -24 -8 -20
right_child=-2 2 3 -5 -6 -7 25 8 -10 10 23 12 -14 15 -16 18 -18 -19 26 20 21 22 24 -25 -26 -27 -28
leaf_value=-0.00078907749463405399 -0.00096036618210665282 -0.00079233049010485963 -0.00092148153064707742 -0.00074010383820166811 0.00072636384232663601 -0.00093405372108278518 0.00030980440409856191 0.00016138953531699964 -0.00067955691146854744 -5.721114804084133e-05 0.0011760611021294312 -0.00095671244893946923 0.00085681158634505581 0.00097710099803346821 -0.00081213043856383064 -0.00035742537856063464 -0.00083553969130552102 -0.00072497338951874144 0.00050926283709655041 -0.00051139929391357366 0.00087041613850689741 -0.0007121233738733258 0.0008038467283653486 0.00025090421327447537 8.4051253593117034e-06 0.0010938821418495879 0.0011293931976108333
leaf_weight=0.0013253215720058073 0.0011168915541538418 0.0012052846536856334 0.0010488462635243048 0.001186623811092114 0.0019611672216351258 0.0010648193944280395 0.0010123692424356401 0.001209841771837139 0.0010785484336484066 0.0014129432245439943 0.0017207675674533176 0.0010331873673729555 0.0013459204964485659 0.0011557655563760785 0.0016007405533420204 0.0010310035564985442 0.0014339318418334366 0.0014849915078692663 0.0017474583030051569 0.0013683206227878188 0.0017146449863398774 0.0011085576113780849 0.0012313974527422555 0.0010496119569793905 0.0013783903758972649 0.0010344453575531478 0.0010271158227679322
leaf_count=578 126 126 57 215 211 84 112 23 33 38 88 204 87 55 155 345 310 84 161 163 121 253 66 38 30 119 28
internal_value=0 2.96454e-06 3.41626e-05 6.4869e-05 9.54307e-05 5.31906e-05 9.04305e-05 4.23018e-05 8.25221e-05 0.000116692 0.00052739 3.02311e-05 9.99657e-05 3.51442e-05 -0.00039307 0.000104944 -1.29349e-05 0.000111991 0.000441832 0.00026819 0.000147723 0.000313725 5.70174e-05 0.000825547 0.000383725 0.000706072 0.000738828
internal_weight=0 0.034972 0.0336467 0.0324414 0.0312548 0.0292936 0.0282288 0.026182 0.0251331 0.0240546 0.00418332 0.0198713 0.0170607 0.0157148 0.00281058 0.0146816 0.010876 0.00944207 0.00380558 0.00795708 0.00680131 0.00543299 0.00371835 0.00277038 0.00260979 0.00204681 0.00277457
internal_count=3910 3784 3206 3080 2865 2654 2570 2339 2282 2249 164 2085 1907 1820 178 1616 1082 772 534 688 633 470 349 126 96 231 189
is_linear=0
shrinkage=0.00145689


Tree=1549
num_leaves=16
num_cat=0
split_feature=41 42 43 4 3 3 43 12 3 2 2 13 52 4 2
split_gain=7.69778e-05 0.000109354 0.00014021 0.000238266 0.000114144 0.000110013 9.3267e-05 0.000186385 0.000109993 0.000287816 0.0002221 0.000179582 0.00026876 0.000135017 7.27392e-05
threshold=0.078535000000000008 -0.11145999999999999 -0.17307499999999998 -0.49269499999999994 -0.11266 -0.084129999999999996 -0.06705499999999999 0.085775000000000004 0.094625000000000015 0.11230000000000001 0.097940000000000013 -0.014114999999999997 -0.066329999999999986 0.05864500000000001 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 11 10 -10 -8 -13 -11 -14
right_child=-2 2 3 4 5 6 8 -9 9 13 -12 12 14 -15 -16
leaf_value=-0.0013750664337984727 -0.0011408272085388349 0.0014351961133221378 -0.0022143012840463473 0.0012842107341787148 -0.0013345235801259557 0.0021267452410654491 -0.0020312883521610117 -0.00016921959907597231 0.00027322904562723506 0.0004622576312030455 0.0030862250843176854 -0.0020075872629771417 -9.0166097517434005e-05 -0.0016161903624598206 0.0015720904233656706
leaf_weight=0.0011213069137565512 0.0012663437314733286 0.0017262475352146185 0.0010095913881452102 0.0017959503681669797 0.0012348099369622967 0.001423547902290598 0.0013929019271248936 0.0017936178663829488 0.0013931395174128641 0.0013081199938433929 0.0011501661534794039 0.0010582875710982154 0.0010375062928705573 0.0015129521453484951 0.0013727556010817432
leaf_count=204 195 157 175 183 744 314 713 527 87 97 62 93 73 131 155
internal_value=0 6.31031e-05 0.000147052 1.98652e-05 0.000156786 1.8836e-05 0.000143149 0.000846711 -7.81995e-05 0.000389568 0.00154536 -0.000594358 -1.73146e-05 -0.000652422 0.000856566
internal_weight=0 0.0203309 0.0192096 0.0174833 0.0164738 0.0146778 0.013443 0.00321717 0.0102258 0.00536438 0.00254331 0.00486145 0.00346855 0.00282107 0.00241026
internal_count=3910 3715 3511 3354 3179 2996 2252 841 1411 377 149 1034 321 228 228
is_linear=0
shrinkage=0.00473777


Tree=1550
num_leaves=16
num_cat=0
split_feature=1 43 40 48 14 4 2 15 1 4 42 4 4 133 16
split_gain=7.82216e-05 0.000142677 0.00016272 0.000210785 0.000181668 0.000143032 0.000318473 0.000135409 0.000181971 0.000126236 0.000127286 0.000153123 0.000107224 0.000128968 0.000105692
threshold=0.085835000000000009 -0.24333999999999997 -0.012844999999999997 0.12738500000000003 -0.13131999999999996 -0.034289999999999994 0.097940000000000013 -0.064869999999999983 0.092550000000000007 -0.082054999999999975 0.091330000000000008 -0.00027999999999999998 -0.51381999999999983 0.058050000000000011 -0.114825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 -4 -6 7 8 -7 12 11 -11 -1 -14 -13
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12 14 13 -15 -16
leaf_value=-0.0010737210142727728 -0.0013434065304633249 0.0020623741663412269 -0.0011318960425770021 -0.0018073673838447169 -0.00044672352402416239 0.00098253845290187489 0.0028797507606018826 0.001621051024084628 -0.0013469711462392479 -0.0025097917709233607 0.00056767584045665231 -0.0015968812471247639 -8.0455655421500809e-06 0.0020427101447863289 0.00049392676328942071
leaf_weight=0.0010149751046424904 0.0011725529711291713 0.0011746043566634246 0.0014168862923245326 0.0010529781494652566 0.0018347877414648418 0.001538181847719592 0.0015943850252665426 0.0014112139695086554 0.0014739748674966469 0.0014324118578806413 0.0010493782739387364 0.0010484042077423122 0.0019792540635478889 0.0010553645109018239 0.00112510489936349
leaf_count=48 63 309 107 76 550 77 199 156 173 811 363 183 411 166 218
internal_value=0 0.000230926 0.000391488 0.000201355 0.00042954 0.00071128 0.00106435 0.000409998 -0.000157388 -0.000352414 -0.000884542 -0.00130716 0.000259305 0.000705156 -0.000514586
internal_weight=0 0.0126696 0.011497 0.0103224 0.00926943 0.00785254 0.00601776 0.00442337 0.00301216 0.00870489 0.0046553 0.00360592 0.00404959 0.00303462 0.00217351
internal_count=3910 1710 1647 1338 1262 1155 605 406 250 2200 1575 1212 625 577 401
is_linear=0
shrinkage=0.00473777


Tree=1551
num_leaves=16
num_cat=0
split_feature=453 4 1 151 160 43 16 43 13 13 0 3 4 133 12
split_gain=7.24309e-05 0.000158588 0.000146577 9.19953e-05 0.000171607 0.000136638 0.000210719 0.000171393 0.000118867 0.000128148 0.000123422 0.000137449 0.00014525 0.000100268 6.55834e-05
threshold=1.0000000180025095e-35 0.27608500000000008 0.11235500000000002 -0.088294999999999985 -0.092169999999999988 -0.074254999999999988 0.081265000000000018 -0.093039999999999984 -0.014114999999999997 -0.10939499999999998 -0.083564999999999987 0.094625000000000015 0.05309500000000001 1.0000000180025095e-35 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 8 13 9 -7 11 12 -10 -6 -9
right_child=-2 2 -4 4 5 6 -8 14 10 -11 -12 -13 -14 -15 -16
leaf_value=0.001098700543474026 -0.0011267045862431975 -1.1783989246418982e-05 0.0021756368983427811 -0.0017384790401924648 0.00036261700834521143 4.7931282574325456e-05 -0.0016276180753304343 0.0021359446785678849 -0.001532043298340719 -0.0019359236550905161 0.0014629981546601472 0.0011492603951225088 0.00053130365374314133 -0.0013343309636275166 0.00072152075683598648
leaf_weight=0.0011685204477043373 0.0010488601469735284 0.0011327746422161991 0.0012178147581836732 0.0012395448738273087 0.0019839287580515619 0.0014430570937168357 0.0019898384357952678 0.0011101070737818677 0.0014778960869074875 0.0010987464207237833 0.0013879579495445545 0.0012334696113978083 0.0011718775075070242 0.0010049776711832225 0.0014462027227535312
leaf_count=232 99 109 310 466 172 147 321 239 207 750 237 48 38 243 292
internal_value=0 5.31212e-05 0.00112149 -8.83122e-05 -0.000171932 -4.54137e-05 -0.000356023 0.000503682 -3.21697e-05 -0.00080963 0.000342726 -5.76838e-05 -0.000619516 -0.000207958 0.00133575
internal_weight=0 0.0201067 0.00235059 0.0177561 0.0165876 0.0153481 0.00980284 0.00554522 0.007813 0.0025418 0.0052712 0.00388324 0.00264977 0.00298891 0.00255631
internal_count=3910 3811 419 3392 3160 2694 1748 946 1427 897 530 293 245 415 531
is_linear=0
shrinkage=0.00437696


Tree=1552
num_leaves=31
num_cat=0
split_feature=1213 481 1456 133 133 376 376 1374 1 151 15 11 151 47 151 1374 133 15 2 42 16 129 483 49 2 1 0 15 151 48
split_gain=0.000875878 0.000802211 0.000651909 0.000633472 0.001017 0.000701838 0.000832444 0.000652053 0.000635365 0.000662577 0.00091977 0.000721736 0.00060943 0.000524684 0.000462506 0.000451726 0.000411397 0.000760561 0.000610855 0.000531946 0.000641912 0.000594827 0.00060145 0.000405899 0.000374918 0.000651048 0.0009141 0.000536354 0.000556977 0.000519968
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 0.11605500000000001 0.08801500000000001 0.090240000000000015 0.12730000000000002 0.087190000000000017 0.10043500000000001 0.088315000000000018 0.056555000000000001 0.11603500000000001 1.0000000180025095e-35 -0.049459999999999997 0.090085000000000012 0.088345000000000021 0.092745000000000008 0.091230000000000019 0.26760500000000004 0.089165000000000008 0.088030000000000011 -0.18178499999999997 0.083585000000000007 0.095575000000000007 -0.10071499999999999 -0.0089749999999999986 -0.084019999999999984 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 10 11 12 13 14 15 -6 19 18 -18 20 21 22 24 -11 25 26 -17 28 -26 -30
right_child=1 -3 3 4 5 -7 -8 -9 -10 23 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.00097832600647062423 -0.00083282371210068788 -0.0012180064457148227 -0.00086436059505336043 0.0011847466774070584 -0.0008418722357940063 -0.0010952827111681389 0.0013903379970847402 -0.0010090681296968779 0.00064090259029074667 0.0014234101442404197 -0.0010252757358176863 -0.00089354136510240304 -0.00068275103136885347 -0.00086885783722645072 0.0011275808653485857 0.00024210668526385506 -0.0014690693379331269 0.00065993886009220232 -0.00012044145277026972 0.0007603718719136766 -0.00091077600223121063 -0.0008667997247336428 -0.00079242536158940255 0.00024033365737825509 -0.00034411844076222254 0.00071102627359087426 -0.0012169328257229028 0.00091182794327910688 0.0002374792651771148 0.0013650299233768739
leaf_weight=0.0020154557472019654 0.0018033876795815187 0.0011332768658200978 0.001534643461538753 0.0018546858999108897 0.0010069697869603536 0.0011274520766619825 0.0010644412274597439 0.0012238948942824282 0.0041952374798276673 0.0011405786494098624 0.0018950124381476021 0.0017522519862769306 0.0021455963035208461 0.0011099223576698227 0.0010773384832113422 0.0025693278716119039 0.0012264604554704786 0.001418660839878072 0.0018763149994082129 0.0037645589536205995 0.001180840525580428 0.0010572627639023882 0.0010887970901460866 0.0014602971198929273 0.0023215013759020344 0.0021724611310707242 0.0015028832277792495 0.0044140193611653805 0.0032320505465379687 0.0012533901873856834
leaf_count=592 310 108 208 49 44 27 54 66 236 19 181 90 35 71 27 24 150 152 155 150 119 70 93 77 131 82 158 207 181 44
internal_value=0 1.92205e-05 4.5443e-05 7.60981e-05 0.000104887 6.34023e-05 9.11087e-05 6.11004e-05 9.02962e-05 3.34945e-05 -1.60871e-05 3.67853e-05 8.41485e-05 0.000135134 0.000170894 0.000136635 0.00017052 -0.000241408 -0.000653525 0.000246364 0.000153302 0.000217371 0.000279149 0.000759156 0.00034595 5.40974e-05 -0.000296364 0.000508371 0.000246746 0.000552557
internal_weight=0 0.0546035 0.0534702 0.0516669 0.0501322 0.0482775 0.0471501 0.0460856 0.0448617 0.0406665 0.0380656 0.0361706 0.0344184 0.0322728 0.0311628 0.0300855 0.0290785 0.00452144 0.00310278 0.0245571 0.0207925 0.0196117 0.0185544 0.00260088 0.0174656 0.00624467 0.00407221 0.011221 0.00680694 0.00448544
internal_count=3910 3318 3210 2900 2692 2643 2616 2562 2496 2260 2164 1983 1893 1858 1787 1760 1716 457 305 1259 1109 990 920 96 827 264 182 563 356 225
is_linear=0
shrinkage=0.00148603


Tree=1553
num_leaves=28
num_cat=0
split_feature=14 9 51 39 3 47 50 4 158 49 156 1 401 50 133 42 150 457 15 0 12 12 4 13 43 2 4
split_gain=0.000655362 0.000396664 0.000361206 0.000376036 0.000456302 0.00057325 0.000551142 0.000575308 0.000380491 0.000304644 0.000376885 0.000303821 0.00022831 0.000230116 0.000301925 0.000306484 0.000299384 0.000482652 0.000280736 0.000356194 0.00042165 0.000291342 0.000387017 0.000242617 0.00032663 0.000154262 5.36666e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.13419 0.24227500000000002 0.11896000000000002 0.11812000000000002 0.28937500000000005 0.084965000000000027 0.10513500000000002 0.091280000000000014 0.11215000000000001 0.087020000000000014 0.086465000000000014 0.10681500000000001 -0.090359999999999982 0.086420000000000011 0.088175000000000017 -0.10312999999999999 -0.10071499999999999 0.089855000000000004 0.095295000000000019 -0.41745999999999994 0.0015650000000000002 -0.083899999999999988 0.083715000000000026 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 12 -9 13 14 15 -4 18 -18 -17 25 23 -22 -23 24 -21 -20 -27
right_child=-2 2 3 -5 -6 -7 -8 11 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 20 21 22 -24 -25 -26 26 -28
leaf_value=0.0008373365580871461 -0.0010710678527545709 -0.00082141450804989341 -0.00050239556570031557 0.00085071981999934739 0.00082687426824020502 -0.00087527680294816588 -0.0010678670952348852 0.00024161273862878646 -0.00081553594447134883 0.00070545409059291511 -0.0009170377606485217 0.0011544288348301934 -0.000680559414366668 -0.00059416290112680444 -0.00059242613860437869 -0.00032425954215513071 -0.00094106537985715619 0.00018379189987217281 0.0010977258446260552 0.00027116233154745944 0.00094474654603819643 0.00082086572340233765 -0.00044280284061119654 0.00039797307386685787 -0.00075145663917377929 0.00072478421395228288 0.00024315361458668354
leaf_weight=0.0012460559981503075 0.0012734716061848497 0.0011875448514275791 0.0015890789294623333 0.0011417572681917667 0.0013596173351543275 0.0017653703829993974 0.0010393819463063855 0.0019699389716132379 0.001329189248351236 0.0012838580239346023 0.0010297355116993803 0.0013618576577376917 0.0010316533958578114 0.0012109808724282889 0.0014028581234404583 0.0014925963125268374 0.0012592525498180676 0.002544347819284809 0.0015768842627892224 0.0010960094653142925 0.001958846066224762 0.0010116168955320859 0.0011364494618715804 0.0012996051651137375 0.0018607165798468807 0.0010016677971851351 0.0010427345371546437
leaf_count=126 126 138 190 51 148 96 199 89 254 126 213 147 228 355 280 115 96 35 23 95 160 27 86 39 371 61 36
internal_value=0 1.3051e-05 -1.54928e-05 1.20123e-05 -1.64417e-05 -5.19457e-05 -4.33613e-06 3.31484e-05 -4.09276e-05 5.40281e-07 -3.78971e-05 0.000614722 2.31034e-06 3.5102e-05 7.2691e-05 0.000122138 0.000179569 -0.000188613 0.000283479 0.000359169 0.00019059 0.000530275 0.000152313 -0.000137171 -0.000372389 0.000748498 0.000479132
internal_weight=0 0.0372296 0.0359835 0.034796 0.0336542 0.0322946 0.0305293 0.0294899 0.0261581 0.0248289 0.023545 0.0033318 0.0225153 0.0214836 0.0202727 0.0188698 0.0172807 0.0038036 0.0134771 0.0119845 0.00836324 0.00410691 0.00214807 0.00425633 0.00295673 0.00362129 0.0020444
internal_count=3910 3784 3658 3520 3469 3321 3225 3026 2790 2536 2410 236 2197 1969 1614 1334 1144 131 1013 898 778 273 113 505 466 120 97
is_linear=0
shrinkage=0.00148603


Tree=1554
num_leaves=31
num_cat=0
split_feature=14 1213 1456 1374 133 133 457 11 41 42 123 456 13 13 13 0 43 51 52 2 48 1374 49 42 12 52 0 52 16 15
split_gain=0.000578735 0.000505641 0.0004969 0.000482458 0.00048848 0.000664153 0.000451367 0.000386533 0.000414788 0.000420375 0.000740144 0.000470098 0.000397918 0.000438689 0.000433423 0.000389395 0.000646487 0.000335183 0.00033322 0.000500079 0.000459131 0.000333489 0.000455659 0.000445488 0.000607282 0.000331191 0.000325623 0.000283907 0.000251806 0.000204405
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.26719999999999994 -0.17468499999999998 -0.098834999999999992 0.088315000000000018 0.077915000000000012 -0.11403999999999999 0.083745000000000014 0.084065000000000015 -0.52445999999999982 -0.094679999999999986 -0.084184999999999996 -0.053834999999999994 -0.081779999999999978 -0.082264999999999991 0.089525000000000007 0.11230000000000001 0.094800000000000009 -0.094679999999999986 -0.0090499999999999973 -0.088669999999999985 0.084235000000000018 0.078330000000000025 -0.10209999999999998 -0.083529999999999979 0.081265000000000018 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 -8 11 12 -11 25 -15 17 -17 -16 19 20 21 -19 27 -24 26 -14 -25 -23 -18 -20
right_child=-2 2 3 -5 5 6 7 -9 -10 10 -12 -13 13 14 15 16 28 18 29 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076995528724700213 -0.00096536128073235563 -0.00078754239763273784 -0.00082056686098615499 -0.00086373334935564282 0.0011777793424269526 0.001028962519005891 -0.00062442526283567495 -0.00061511740378891158 0.00092120080333512547 -0.00070543089576067218 0.0010630639143130176 -0.00090996824371832171 0.00086790122863633916 -0.00082347546401722606 0.00079210314010557141 0.00033678965378663355 -0.00037820181254683374 -0.00071253162710835545 0.00091558154592175057 -0.00075049167439842376 0.00089962991252069593 0.00014659332121093961 0.000597660170034796 -0.00049960656228185529 -0.0010618283124802248 -5.604564473000274e-05 0.00043848485344886008 0.0011973037176212144 -0.0014032568384732061 0.00018629396243723559
leaf_weight=0.0016906110970651969 0.0013287642403323465 0.0014741725680641185 0.0011823386299867336 0.001131644371433981 0.0012427047890177781 0.0010648856603072679 0.0017573068740135067 0.0016827989802568047 0.0012578701640606474 0.0012726236962938833 0.0016313372075392454 0.0010345628891483263 0.0026667356841070236 0.001142175274074674 0.0017543076945671912 0.0016841235290194767 0.0010319084850220058 0.0011879820580986697 0.0015669261383771116 0.0015878024401843058 0.0014124540972559893 0.0010652746461801144 0.001527359867175229 0.0013377404509711255 0.0015329513528225536 0.0011913165108499157 0.0019020735640018311 0.001119425975288026 0.0010031314048298268 0.0017015549746067773
leaf_count=578 126 312 197 70 49 50 114 107 78 31 251 175 114 214 153 56 70 14 77 59 46 25 65 26 351 51 46 42 146 217
internal_value=0 1.09229e-05 4.30065e-05 7.38679e-05 0.000101397 0.000130575 9.45431e-05 6.61551e-05 0.000100512 6.83633e-05 0.000108472 5.42541e-05 9.02825e-05 0.000128618 5.09719e-05 9.76108e-05 -0.000330915 0.000187675 0.000121159 1.419e-05 0.00012372 1.04187e-05 0.000111641 -8.71733e-05 -0.000306331 0.000582598 5.11408e-05 0.00068497 -0.000883482 0.000535918
internal_weight=0 0.0428381 0.0411475 0.0396733 0.0385417 0.0373593 0.0361166 0.0350517 0.0333689 0.0321111 0.0303538 0.0287224 0.0276879 0.0264152 0.0225572 0.021415 0.00371916 0.0176959 0.0159415 0.0126731 0.0110853 0.00967281 0.00848483 0.00630013 0.00477277 0.00385805 0.00323981 0.0021847 0.00203504 0.00326848
internal_count=3910 3784 3206 2894 2824 2627 2578 2528 2421 2343 2229 1978 1803 1772 1607 1393 272 1121 968 674 615 569 555 488 423 165 72 67 216 294
is_linear=0
shrinkage=0.00145689


Tree=1555
num_leaves=17
num_cat=0
split_feature=11 48 1 13 43 42 4 0 43 16 0 2 4 3 16 3
split_gain=7.74288e-05 0.000109498 0.000138784 0.000178743 0.000161712 0.000131532 0.000122054 0.000167496 9.78747e-05 0.000126126 8.80264e-05 7.82501e-05 0.000146865 0.000145444 7.98824e-05 0.000233779
threshold=0.08184000000000001 -0.086624999999999994 0.095575000000000007 -0.080649999999999986 -0.17307499999999998 0.091955000000000023 0.053925000000000008 -0.098179999999999976 0.14198000000000002 0.15737500000000001 -0.11756999999999999 0.086545000000000025 -0.0010999999999999996 -0.078884999999999997 -0.09601999999999998 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 8 7 -5 9 11 -8 12 13 -6 -13 -16
right_child=-2 2 3 6 5 -7 10 -9 -10 -11 -12 14 -14 -15 15 -17
leaf_value=-0.0014674000314747772 -0.0011094226946049557 0.0013387221307373598 0.0019621146575783343 0.0023644617608300569 -0.0010433119049276616 -0.0020221496884723169 -0.0012803212791586711 -0.00024163307436264427 0.0011180054667172925 -0.0019584920883562546 0.00032540370601630427 0.0012961970680333001 -0.0019457123169414889 0.0014180284128715464 0.0010716395035290241 -0.0019460084496249798
leaf_weight=0.0010308389753115313 0.0013944096154929466 0.0014550711053971767 0.0018670593802354377 0.001172398821514764 0.0012305312974624817 0.0010278248870778149 0.0014062634064986729 0.0011320342742065217 0.0011522030346604187 0.0010408412417401425 0.0018411492173182192 0.0012976599615592277 0.0013300694760280986 0.0010299137389222501 0.0014397798851850524 0.0010273234511686269
leaf_count=91 224 169 299 78 658 477 96 249 169 207 223 172 130 72 541 55
internal_value=0 6.74577e-05 0.000148804 0.000668641 -0.000171748 -0.000379559 0.000233653 0.00108424 -0.000202743 -0.00038399 -0.000369941 -0.000161183 -0.000671579 7.81346e-05 0.00032559 -0.000184936
internal_weight=0 0.020481 0.0194501 0.00741891 0.0120312 0.0105761 0.00555185 0.00230443 0.00954832 0.00839612 0.00324741 0.00735528 0.00359051 0.00226045 0.00376476 0.0024671
internal_count=3910 3686 3595 945 2650 2481 646 327 2004 1835 319 1628 860 730 768 596
is_linear=0
shrinkage=0.00483252


Tree=1556
num_leaves=31
num_cat=0
split_feature=1429 1374 1213 14 51 51 12 42 42 151 16 13 159 1 13 49 43 15 133 151 47 2 151 393 1 16 16 15 2 43
split_gain=0.000541631 0.000540687 0.000543176 0.000434906 0.000421468 0.000424988 0.000501946 0.000303558 0.000525699 0.000327574 0.000336523 0.00032325 0.000396603 0.00038237 0.000358639 0.000346672 0.00032394 0.0003548 0.000569541 0.000571015 0.000420553 0.000302368 0.000296039 0.000281815 0.00029716 0.000275177 0.000446088 0.00026723 0.000245044 0.000191181
threshold=-1.0000000180025095e-35 0.09309000000000002 -1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 -0.056469999999999992 0.051320000000000005 -1.0000000180025095e-35 -0.086109999999999978 -0.40391999999999995 -0.52488999999999997 -0.52445999999999982 -0.034019999999999988 0.10982000000000001 -0.45122499999999993 0.073145000000000016 0.098320000000000005 0.18599000000000002 0.087330000000000019 0.056555000000000001 0.09252500000000001 0.086650000000000019 -0.044604999999999992 0.085075000000000012 0.090040000000000023 -0.088504999999999986 -0.025139999999999999 -0.091024999999999981 0.086040000000000019 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 28 8 23 -9 -11 -12 13 -13 -14 16 17 18 19 20 21 25 -23 24 -7 -16 -27 -24 -6 -29
right_child=1 -3 3 -5 5 7 -8 9 -10 10 11 12 14 -15 15 -17 -18 -19 -20 -21 -22 22 27 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0010617880031218137 -0.0008018126106175969 -0.00096886513711814048 -0.00074857575275218819 -0.00084106733490655478 0.0013656012083246415 -0.00085708311792995239 -0.0001350305992136341 -0.00068707300925197523 -0.001183954169423023 0.0006972761739196476 -0.0005800824037312007 -0.00098673205179694817 0.0010230500668798066 0.00016167936967295137 -0.0004237834052662322 0.00076830919023662756 -0.00059524979594463654 0.0009213936731054652 -0.00072751012515632498 -0.00058670509762404966 -0.00029923752575352036 5.4990448668873783e-05 0.001406372398382231 0.00060367894688675408 0.00022837436161495932 0.00091996721392466406 -0.00030904467278096979 0.00097666749137483629 0.00045946966004049383 0.00024408278826761962
leaf_weight=0.0010205596917645934 0.0015670234286681841 0.0011587775160624139 0.0011978600818534071 0.0010677517217760881 0.0013238801516830536 0.0010258653376679014 0.0013526214823705862 0.0010025223415981435 0.0010356234385208154 0.002069562649769977 0.0013576817299068003 0.0011857006439892062 0.0010363744415485257 0.0011802455064202633 0.0012443191847552604 0.0017283486035556119 0.001276208841030523 0.0011371443986263339 0.0015415635833398453 0.0016689216563143825 0.0019117988300696451 0.0012846572859297493 0.0012039829062208598 0.0010260744804599931 0.001032314985275562 0.0014240600072632503 0.0010443711210089759 0.0014369861867926676 0.0011273151067312526 0.0014703923681045382
leaf_count=181 592 67 115 108 44 204 237 48 360 134 26 305 44 49 72 148 66 31 349 58 66 71 48 30 49 45 110 33 132 88
internal_value=0 -7.7604e-06 2.15776e-05 5.70304e-05 8.41757e-05 0.000113404 0.000563438 5.69535e-05 -0.000303458 0.000113617 0.000145467 9.60999e-05 0.00013826 -0.00041385 0.000205562 0.000159448 9.62246e-05 0.000153646 9.22986e-05 0.000191892 0.0003098 0.000437628 0.000653491 -7.80676e-06 -0.000312654 0.0001239 0.000399983 0.000840501 0.000948867 0.000606166
internal_weight=0 0.03912 0.0379612 0.0363941 0.0353264 0.0341285 0.00380382 0.0303247 0.00411988 0.0262048 0.0252023 0.0231328 0.0217751 0.00236595 0.0194091 0.0183728 0.0166444 0.0153682 0.0142311 0.0126895 0.0110206 0.00910877 0.00539602 0.00308425 0.00205818 0.00371275 0.00246843 0.00411136 0.0024512 0.00290738
internal_count=3910 3729 3662 3070 2962 2847 413 2434 643 1791 1743 1609 1583 354 1229 1185 1037 971 940 591 533 467 240 283 253 227 155 169 176 121
is_linear=0
shrinkage=0.00142833


Tree=1557
num_leaves=17
num_cat=0
split_feature=1374 150 160 484 41 474 156 1 0 3 2 42 43 1 0 12
split_gain=7.06346e-05 0.000134003 0.00020481 0.000170212 0.00013531 0.000132578 0.000175775 0.000116123 0.000333611 0.000206208 0.000262185 0.000138815 0.000157394 0.000136219 0.000125411 7.53328e-05
threshold=-0.094679999999999986 0.084800000000000014 0.069910000000000014 -0.0043499999999999988 0.078150000000000011 0.084655000000000022 1.0000000180025095e-35 0.076710000000000014 -0.087614999999999985 0.090325000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.078454999999999983 0.095155000000000017 -0.19631499999999999 0.097510000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 10 13 -10 -13 -9 -11 -15
right_child=1 2 -4 4 -6 -7 -8 9 11 14 -12 12 -14 15 -16 -17
leaf_value=-0.00098702774233718664 -0.0015940288671252838 -0.00028109592242007514 0.0019922222092688116 -0.0021174132817148462 -0.0014047450705372499 0.0014207858320397478 -0.0016462154948582064 -0.00060273130293936371 -0.0010330373463327679 -0.0014982513503064853 0.0025062041071731221 0.0015762871508138991 -0.00018117097026235711 0.0017888306414140045 0.00032519216244405503 0.00026641894821459564
leaf_weight=0.001184339290869473 0.0011800952144557153 0.0012919215482190263 0.0014099506842575327 0.0013290111574965451 0.0010537600286196205 0.0012322216270803646 0.0010121210977514792 0.0014374355325987853 0.0011228519341937842 0.0011348969103934792 0.0013622647620851608 0.0016176428479901502 0.0018678610173283464 0.0011066477656015844 0.0014763309886550308 0.0011050445998606051
leaf_count=68 583 307 89 336 157 237 235 310 463 66 191 121 366 149 127 105
internal_value=0 4.85961e-05 0.000905217 -7.9714e-05 2.62906e-05 0.000121706 1.18549e-05 0.000135614 -0.000296857 0.000472471 0.000962155 0.000228177 0.000634476 0.000385742 -0.000467316 0.00102818
internal_weight=0 0.0207401 0.00270187 0.0180382 0.0168581 0.0158043 0.0145721 0.01356 0.00593737 0.00762262 0.00501139 0.00460836 0.0034855 0.00364913 0.00261123 0.00221169
internal_count=3910 3842 396 3446 2863 2706 2469 2234 1286 948 755 950 487 564 193 254
is_linear=0
shrinkage=0.00412451


Tree=1558
num_leaves=16
num_cat=0
split_feature=15 158 15 156 40 3 47 15 2 0 16 16 3 2 42
split_gain=7.83674e-05 0.000122174 0.000100078 0.000112718 0.000105815 0.000203486 0.000263886 0.000187823 0.000156896 0.000158597 0.00015841 0.000228368 0.000149857 0.000109382 0.00017835
threshold=-0.24219999999999997 0.085745000000000002 -0.11739999999999999 0.088855000000000003 -0.065259999999999999 0.10420500000000001 0.09550500000000002 -0.029114999999999999 0.097775000000000015 -0.070174999999999987 -0.083144999999999983 -0.014099999999999998 -0.088694999999999982 0.088210000000000025 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -7 9 10 13 -12 -10 14 -6
right_child=1 -3 3 -5 5 7 -8 -9 12 -11 11 -13 -14 -15 -16
leaf_value=0.0010239954216282533 -0.0012496483310430867 -0.0018327824517307193 -0.0010870411471189949 -0.0015722043315496833 -0.0012084182886647555 5.7797919955010528e-05 0.0021579209327478826 0.0028982298852083337 -8.1124140188782665e-05 0.001898353976428143 -0.0027688649888760017 0.00016626490250518474 -0.0027208413118584682 0.001729073155819591 0.0015141107461223362
leaf_weight=0.0018416776598545103 0.00161923052527528 0.0010588428566991525 0.001538912448347223 0.0010239340020160156 0.0016218520656484294 0.0011144090273005336 0.0014522864271242506 0.001486860519080758 0.0011683467553614824 0.0011771302282108931 0.0012732515724360183 0.001685461225460887 0.001185583465051405 0.0013236867310688766 0.0011082844818149917
leaf_count=317 266 333 204 313 229 96 130 67 115 143 561 455 297 147 237
internal_value=0 -0.000104014 -6.53985e-06 0.000110761 0.000217555 0.000355093 6.74961e-05 0.00168136 -0.000220441 0.000121656 -0.000176582 -0.00109684 -0.00141065 0.000495074 -0.000103222
internal_weight=0 0.0198381 0.0187792 0.01716 0.0161361 0.0145972 0.0119959 0.00260127 0.0105436 0.00818967 0.00701254 0.00295871 0.00235393 0.00405382 0.00273014
internal_count=3910 3593 3260 2994 2681 2477 2314 163 2184 1772 1629 1016 412 613 466
is_linear=0
shrinkage=0.00523088


Tree=1559
num_leaves=16
num_cat=0
split_feature=4 15 15 48 3 130 0 52 13 52 1 12 16 2 1
split_gain=7.41005e-05 0.000156032 0.000112371 0.000131343 0.000160291 0.000146526 0.000191829 0.000220632 0.000244505 0.000152372 0.000207311 0.00024737 9.80518e-05 9.78711e-05 6.96563e-05
threshold=0.27020000000000005 -0.11739999999999999 -0.10071499999999999 0.095825000000000007 0.11476000000000001 -0.076814999999999981 -0.077944999999999987 -0.27466499999999994 -0.032264999999999995 0.084890000000000007 0.089175000000000018 0.085325000000000012 -0.083564999999999987 0.095195000000000016 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 9 -8 -9 10 11 12 -7 -10 -2
right_child=14 2 3 -5 -6 6 7 8 13 -11 -12 -13 -14 -15 -16
leaf_value=-0.0018503153817372633 -5.1380143530302335e-05 0.0011527103523247342 0.001202721862043208 0.0010690913012139972 0.0011368316648477253 0.0016120459500741267 -0.0018514402639149049 -0.0012309887089230393 0.0019961697625156078 -0.0028864207157803519 -0.0023032536331994112 -0.0020677622135942355 -0.0003717583468914236 0.00025959293053724774 0.0014009985713181637
leaf_weight=0.0010980810326903711 0.0014550857984698675 0.0016879672219760602 0.0010718722232916098 0.0018038150011305812 0.0015684868584624487 0.0012030702571720203 0.0011211001533714404 0.001267458847031222 0.0017039970529792448 0.0010189781134310114 0.0015502248669905655 0.0010813902811237872 0.0010450345569466262 0.0012724615898811464 0.001510847649598912
leaf_count=253 137 95 128 198 84 81 243 410 191 612 214 487 300 142 335
internal_value=0 -0.00011822 -8.88444e-06 -0.000133709 -0.000289752 -0.000471144 -0.000630432 1.78773e-05 0.000511688 -0.00122009 -0.000872123 -0.000205783 0.000689872 0.00125377 0.000688462
internal_weight=0 0.0184939 0.0173959 0.0157079 0.0139041 0.0123356 0.0112637 0.00536502 0.00424392 0.0058987 0.00487972 0.0033295 0.0022481 0.00297646 0.00296593
internal_count=3910 3438 3185 3090 2892 2808 2680 986 743 1694 1082 868 381 333 472
is_linear=0
shrinkage=0.00473777


Tree=1560
num_leaves=16
num_cat=0
split_feature=151 15 1 48 51 4 3 4 3 15 0 16 1 4 16
split_gain=7.5278e-05 0.000109991 0.000105369 0.000120358 0.000131867 0.000178401 0.000122 0.000178463 0.00017117 0.000120558 0.000343487 0.0001741 0.000116289 0.000113665 9.13968e-05
threshold=0.087190000000000017 0.10043500000000001 0.14000500000000002 0.11930500000000001 0.10876000000000001 0.40359500000000004 -0.078884999999999997 -1.0000000180025095e-35 -0.088024999999999978 -0.10312999999999999 -0.10071499999999999 -0.094359999999999986 0.087545000000000026 -0.08422499999999998 0.011450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 12 13 -9 11 -11 14 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0011622994719401379 0.0014959778802920217 -0.0020220411199808599 0.0020337274742065299 -0.0021594282940708134 -0.0021754797815065315 0.0023681164809620436 -0.0010237526886067 -0.0022794542052546451 -0.0026627059912872346 -0.00029920656499409117 -0.0027132571818471404 0.0033667174565175421 0.0026160211605766063 0.0010771702367859462 0.0015677566431745683
leaf_weight=0.0019809975297552448 0.0013187591939768087 0.0011945370355569132 0.0010319399642651416 0.0011285779506967622 0.0010673762166438011 0.0014402026357551731 0.0010202957725652662 0.0011478691330980284 0.0015110220749146447 0.0010215492637339896 0.0011534941670087624 0.0011821728756040706 0.0018627264973811453 0.0018577956762232126 0.0013210387101482979
leaf_count=428 136 371 139 110 198 222 129 139 1060 42 228 40 277 299 92
internal_value=0 -0.000108547 1.35083e-05 -0.000104306 3.56966e-05 0.000187973 -3.53613e-05 0.000439494 -0.000808394 -0.000459892 0.000162236 0.00166736 0.00140328 -7.85013e-05 0.000438441
internal_weight=0 0.0199216 0.0187271 0.0176951 0.0165665 0.0154992 0.014059 0.00870915 0.00534982 0.00450509 0.00335722 0.00220372 0.00420406 0.00383879 0.00234133
internal_count=3910 3774 3403 3264 3154 2956 2734 947 1787 449 310 82 498 727 221
is_linear=0
shrinkage=0.00650394


Tree=1561
num_leaves=15
num_cat=0
split_feature=49 42 151 1 14 43 51 52 12 12 47 4 0 0
split_gain=7.2139e-05 0.000120008 0.000128224 0.000120101 0.000120612 0.000119314 0.000102427 0.000160763 0.000158408 0.000175667 0.000121419 0.000172996 9.90096e-05 8.54839e-05
threshold=-0.14917999999999998 0.10269500000000001 0.056555000000000001 0.076710000000000014 -0.22654999999999997 0.12512500000000001 0.077145000000000005 -0.015039999999999998 0.097345000000000015 -1.0000000180025095e-35 0.09252500000000001 -0.04133499999999999 -0.084074999999999997 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 12 8 -8 9 -6 11 -11 -2 -14
right_child=1 -3 -4 4 6 -7 7 -9 -10 10 -12 -13 13 -15
leaf_value=0.001210507575975359 -0.0022348428384419698 -0.0018425923401322397 -0.0016035012479610057 -0.0010694426761192525 0.001809109557619703 0.0011683501378843327 0.00027823707788063399 0.0032891781446611873 0.0025221492716847481 -0.0017562144621452312 -0.0019685938815349703 0.0013714252824453515 0.00060923166892917877 -0.0014077810898853482
leaf_weight=0.0016205707650422943 0.0014959595601914902 0.0013421220506100407 0.0016014105590386732 0.0014348526520437397 0.0014576637000321977 0.0011900009725668015 0.001246537051329516 0.0013162675108759903 0.0010803220025428217 0.001044144955051938 0.0015199159535678186 0.0016434422352592497 0.0016003363770996093 0.0014423097003402061
leaf_count=129 831 425 142 132 244 164 120 120 145 366 131 233 663 65
internal_value=0 -0.00010907 1.96624e-05 0.000177469 0.000552129 -0.00052515 0.000802091 0.00182467 0.000413584 1.14898e-05 -0.000611285 0.000156317 -0.000969178 -0.000346896
internal_weight=0 0.0194153 0.0180732 0.0164718 0.0107431 0.00572861 0.00930829 0.0025628 0.00674549 0.00566517 0.0042075 0.00268759 0.00453861 0.00304265
internal_count=3910 3781 3356 3214 1491 1723 1359 240 1119 974 730 599 1559 728
is_linear=0
shrinkage=0.00600863


Tree=1562
num_leaves=16
num_cat=0
split_feature=160 123 12 48 4 0 1 150 2 1 49 13 2 2 4
split_gain=8.15072e-05 0.000110454 0.000141936 0.00017315 0.000187297 0.000273296 0.000251291 0.000144823 0.000141811 0.000204868 0.000116189 0.000177164 0.000106869 0.000123168 6.84788e-05
threshold=-0.217635 1.0000000180025095e-35 -0.036459999999999992 0.12649500000000002 0.0057500000000000008 -0.17106499999999999 0.12958500000000003 0.086420000000000011 0.10393500000000001 0.092550000000000007 -0.013914999999999999 0.0024700000000000004 0.085355000000000014 0.097360000000000016 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 8 10 9 -7 -4 12 14 -14 -12
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 11 -13 13 -15 -16
leaf_value=-0.0011499860025638536 -0.0017270060966857565 0.0013492176882188155 0.0014005342697810668 -0.0018199129315039011 0.0026785620007915472 0.0013987449955512458 0.0023835511359985365 -0.0019677732045636277 -0.001662428306937116 -0.00097196552350359831 0.0018143683656765177 -0.0016252658615835928 -0.0014596944134551892 0.00062989454848909733 0.00014826187410312138
leaf_weight=0.001358066412673122 0.0010811262978850369 0.0014678243067911293 0.0011187598080183983 0.0010519440836472818 0.0014276202522069958 0.0018442897854697498 0.0011025012061540163 0.0010312306466732646 0.0011412035565769862 0.001581001894226941 0.0010969634730522634 0.0017068517096084507 0.0014095033724372159 0.0012367827500197187 0.0012132945241803252
leaf_count=429 180 310 107 91 92 197 66 193 181 109 281 407 631 184 452
internal_value=0 7.44128e-05 -2.9294e-05 7.89154e-05 0.000204463 0.000788782 0.000312879 -0.000266036 -0.000187049 0.000304503 -4.05346e-05 -0.000282485 0.00017992 -0.000483093 0.000939367
internal_weight=0 0.0195109 0.0180431 0.0169619 0.01591 0.00709662 0.005669 0.00881339 0.0045665 0.00342529 0.00778216 0.0066634 0.00495654 0.00264629 0.00231026
internal_count=3910 3481 3171 2991 2900 645 553 2255 487 306 2062 1955 1548 815 733
is_linear=0
shrinkage=0.00483252


Tree=1563
num_leaves=31
num_cat=0
split_feature=14 1429 1213 51 1 44 47 1 484 48 2 3 4 48 2 13 43 0 15 157 2 2 51 0 42 133 52 4 16 2
split_gain=0.000777294 0.000589839 0.000455493 0.000437344 0.000411819 0.000591347 0.000399936 0.000370874 0.00045645 0.00044618 0.000342178 0.000264443 0.000321226 0.000263816 0.000247508 0.000290776 0.000310541 0.000270973 0.000227645 0.000223291 0.000334725 0.000657813 0.000368745 0.000445035 0.000329132 0.000217488 0.000216275 0.000148139 0.000335488 0.000116681
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.081710000000000019 0.11939500000000002 0.10420500000000001 -0.0043499999999999988 0.12738500000000003 0.10457000000000001 -0.15464999999999998 -0.44477499999999992 0.016865000000000002 0.106035 -0.09547499999999999 0.083940000000000015 -0.084304999999999977 -0.064869999999999983 -0.078454999999999983 0.086650000000000019 0.085255000000000011 0.08955500000000001 -0.14733499999999997 0.091145000000000018 0.08653000000000001 0.042815000000000006 0.05309500000000001 -0.083564999999999987 0.11680500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5 10 18 12 -10 29 15 17 19 -13 -9 -17 21 27 23 -22 25 -25 -16 28 -21 -12
right_child=-2 2 3 4 -6 -7 -8 9 11 -11 13 14 -14 -15 26 16 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010674064194158739 -0.0011096099032225522 -0.00072199373486794035 -0.00078404349754023948 -0.00089782878437223777 0.00076149885447674619 -0.00097747379673760902 -0.00075738325303963453 -0.00021961406776061686 1.0923330593205577e-05 -0.00038165034300150115 0.00020356470119902009 7.3235059496478083e-05 0.0011426267091122935 0.001377345356795694 1.739207423213073e-06 0.00066587857748071229 -0.00075852349937320478 0.00091657186532598917 0.00057393180545955839 0.00027784113688474976 0.0011353492122897746 -0.0013018675147317895 -0.00055279927323557498 -0.00056447148713665587 0.00062212659450697574 0.00021405170198990155 -0.00087024812508337997 0.00040943637870394218 -0.00072583685587047572 0.00085292996824636264
leaf_weight=0.0010028349960305985 0.0013001075187419877 0.0015237453081753663 0.0011680045957496157 0.0010096005565958582 0.0018431161241460178 0.0010685557099918688 0.0010650068421771399 0.0014146836231447302 0.001029811895001842 0.0012411793599085286 0.0010199777158579337 0.0015797911833868028 0.0010169935196246904 0.0012587018228469304 0.0012503238779719697 0.001149110758215722 0.0010071923665655466 0.0015301300803685037 0.0015407374137708643 0.001439371830018521 0.0011704907186817961 0.0010179528213073441 0.0011045194507360578 0.0013553006662586718 0.0018701094364115267 0.0015919406542096448 0.0010828363857839918 0.0011823664640608911 0.0012868621467256973 0.001264188713758635
leaf_count=180 126 578 115 401 153 49 77 120 25 32 69 78 44 85 88 168 133 25 75 143 29 77 70 156 109 166 86 25 283 145
internal_value=0 1.34917e-05 4.27227e-05 7.54919e-05 0.000104684 6.74898e-05 0.000102961 0.000133087 4.09391e-05 0.000403059 0.000552939 8.4686e-05 0.000573231 0.000852293 3.37154e-05 9.26576e-05 5.88563e-06 0.00048817 0.000194082 6.43535e-05 6.84262e-06 -0.000279155 0.000205504 0.000345381 0.00015344 -0.000143955 -0.000402956 -1.28003e-05 -0.000195924 0.000562961
internal_weight=0 0.0380854 0.0370826 0.0355589 0.0343909 0.0325477 0.0314792 0.0304142 0.0226747 0.00773947 0.00649829 0.0216651 0.00204681 0.00354287 0.0196183 0.0172851 0.0141752 0.00310992 0.00295542 0.013168 0.0120189 0.00492655 0.00709236 0.00598784 0.00481735 0.00294724 0.00233316 0.0039086 0.00272623 0.00228417
internal_count=3910 3784 3604 3026 2911 2758 2709 2632 2106 526 494 1705 69 299 1636 1462 1359 103 195 1226 1058 528 530 460 431 322 174 451 426 214
is_linear=0
shrinkage=0.00142833


Tree=1564
num_leaves=16
num_cat=0
split_feature=0 16 47 123 133 42 160 474 151 4 2 457 13 4 160
split_gain=8.32732e-05 0.000157939 0.000155902 0.000114506 0.000127473 0.000131152 0.000127918 0.00025081 0.00020066 0.000165172 0.0001378 0.000193553 0.000212156 0.00016528 0.000129013
threshold=0.18055000000000002 0.31524000000000002 0.10843500000000002 1.0000000180025095e-35 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 -0.083919999999999981 0.27020000000000005 0.11230000000000001 0.084715000000000013 -0.074599999999999986 0.05309500000000001 -0.11047499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 14 -8 10 11 12 -10 -14 -7
right_child=-2 2 -4 -5 5 6 8 -9 9 -11 -12 -13 13 -15 -16
leaf_value=0.0010770529691673811 0.0012589343632377959 -0.0024220007092520175 9.16798873977358e-06 0.001385725407786365 -0.0014622332372730702 -0.00067723441509560055 -0.0016327363520397614 0.00085933741038209251 0.0011765056823038952 0.0020739697178132608 -0.0011283662385962946 0.0018554161037587669 -0.0018426729576519864 0.00046056196057001807 -0.0029092337407910169
leaf_weight=0.0019057276665421429 0.0010271258464577262 0.001110753311779635 0.0010776454881302744 0.0012765994693404508 0.0014759099881237201 0.0011425251520358962 0.0010596762745551666 0.0012171445693879568 0.0019056716854670827 0.0011496424052632181 0.0012986947472019006 0.0016190859689215742 0.0014562811180937199 0.0011612976256332175 0.0010133011690350103
leaf_count=532 44 316 72 302 649 327 144 206 380 145 136 43 269 29 316
internal_value=0 -7.07799e-05 -0.00122481 7.20509e-05 -3.01765e-05 -0.000175707 -2.99071e-05 -0.000793292 0.00023691 0.000467534 0.000219339 0.000504289 2.06562e-05 -0.000820835 -0.00172634
internal_weight=0 0.01987 0.0021884 0.0176816 0.016405 0.0144992 0.0130233 0.00337297 0.00965035 0.00859067 0.00744103 0.00614234 0.00452325 0.00261758 0.00215583
internal_count=3910 3866 388 3478 3176 2644 1995 849 1146 1002 857 721 678 298 643
is_linear=0
shrinkage=0.00455379


Tree=1565
num_leaves=31
num_cat=0
split_feature=14 133 133 403 376 376 44 3 48 484 15 14 3 16 15 159 128 15 457 47 0 12 1374 1 403 3 3 4 12 52
split_gain=0.000624614 0.000483047 0.00061956 0.000765173 0.000692122 0.000600988 0.000487746 0.000738184 0.000549746 0.000453235 0.000416208 0.000566192 0.000370981 0.000465953 0.000389091 0.000607122 0.000366083 0.000325828 0.000508708 0.000458827 0.00038138 0.000512308 0.000454458 0.000439222 0.000389604 0.00038546 0.00108949 0.000358533 0.000311208 0.000285012
threshold=0.077685000000000018 -0.26719999999999994 -0.15498499999999996 0.10150000000000002 0.11605500000000001 0.048375000000000008 0.088980000000000017 0.24227500000000002 0.12649500000000002 -0.078424999999999981 -0.24219999999999997 -0.46637499999999993 -0.15327499999999997 0.032820000000000009 -0.11739999999999999 0.09141500000000001 0.089290000000000022 0.18599000000000002 -0.066264999999999991 0.09550500000000002 -0.10783 0.086865000000000012 -0.094679999999999986 0.077800000000000022 0.03138500000000001 -0.078669999999999976 -0.100615 -0.0037349999999999992 0.087155000000000024 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 11 -11 13 -12 -14 16 17 18 -16 20 22 29 -20 -24 25 26 -23 -27 -21 -22
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 12 -13 14 -15 15 -17 -18 -19 19 28 21 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00086533566839314938 -0.00099653131670487515 0.00096074201551384466 -0.00079504461816314162 -0.0012220064424464246 -0.0011299876801716155 0.0009041254043126788 -0.00093185340611917167 0.0011739221813686967 -0.00078364529930146666 -4.5643253725581028e-05 0.0013023082276941897 0.0013682755856298263 -0.00070450585943460727 -4.2021605108245516e-05 -0.00067258976292530076 -0.00098177487551149049 -0.00076468559987494873 0.00090706679736287342 -0.00022659180507827268 0.0012277784362003062 -0.00025082325238794107 0.00053354842408574158 -2.7019310797737305e-05 0.0010102481933262134 0.0008039880500405758 -0.00022182454019028123 -0.001328195768664304 0.00093683009934546213 0.00019744067069560288 -0.0010971992464345593
leaf_weight=0.0013246161913600943 0.0013777516140714976 0.0014593312405910544 0.0012767202892832929 0.0010684904312463486 0.0010647275999570152 0.0017130716846655561 0.0011056735013994503 0.0011995987413818679 0.0017520387434650777 0.0011835199896539361 0.0010716022172418847 0.0012216074291209666 0.0016004604337386706 0.0011183919791992736 0.0017027123861534923 0.0011783427059984799 0.0010135871147338707 0.0010907915075790689 0.0018162995443731234 0.0013160555807680821 0.002891848306747536 0.0013116676872097889 0.0013136259765928844 0.0025455168739743073 0.0015277855661526285 0.001052576465135957 0.0013578110306949887 0.0012284175992252231 0.0011802285135482649 0.0011928075129775395
leaf_count=226 126 83 358 194 27 163 37 129 80 41 53 114 127 96 121 154 137 18 20 22 237 60 41 98 57 240 491 79 69 212
internal_value=0 4.25107e-07 2.87026e-05 -6.08758e-06 2.80771e-05 6.14357e-05 2.04824e-05 5.13216e-05 1.04446e-05 5.50476e-05 9.13273e-05 0.000672512 4.05169e-05 0.000615782 -9.23832e-06 3.76733e-05 9.09638e-05 0.000131249 8.98422e-05 0.000159136 6.97431e-05 -9.39171e-05 0.000374341 0.000657169 0.000160854 -3.76266e-05 -0.000413414 0.000402163 0.000740641 -0.000497983
internal_weight=0 0.0418799 0.0405553 0.039096 0.0380275 0.0369628 0.0352497 0.034144 0.0329444 0.0311924 0.0299157 0.00240513 0.0275105 0.00218999 0.0253205 0.0237201 0.0225417 0.0215281 0.0204374 0.0187346 0.0162384 0.0105629 0.00567544 0.00385914 0.00647826 0.00495047 0.00266948 0.00228099 0.00249628 0.00408466
internal_count=3910 3784 3558 3475 3281 3254 3091 3054 2925 2845 2487 155 2332 149 2183 2056 1902 1765 1747 1626 1535 1376 159 139 927 870 551 319 91 449
is_linear=0
shrinkage=0.00145689


Tree=1566
num_leaves=16
num_cat=0
split_feature=15 158 159 15 151 160 133 15 3 15 49 13 16 0 16
split_gain=7.3659e-05 0.000106941 0.000106691 0.000137579 0.000115389 0.000146009 0.000186017 0.000167764 0.000136239 0.000173079 0.000126994 7.94347e-05 9.41432e-05 5.74082e-05 0.000122307
threshold=-0.24219999999999997 0.085745000000000002 0.08764000000000001 -0.11739999999999999 -0.086769999999999986 -1.0000000180025095e-35 -0.0023199999999999996 0.086375000000000021 -0.010319999999999998 -0.053579999999999996 -0.07107999999999999 0.17936000000000002 -0.083144999999999983 -0.10071499999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 -8 -10 12 -11 14 -12
right_child=1 -3 -4 4 5 6 8 -9 10 11 13 -13 -14 -15 -16
leaf_value=0.0011367100136759746 -0.0019079410401925125 -0.0019708387163067248 0.0016371242925385316 0.0019079383549797044 -0.0016118672037567403 -0.003166552036402823 0.0029982395520662202 0.00021111984683662292 -0.0020047494531421485 0.0021237033786076494 -0.00071912141068060235 -0.00091935220843661737 -1.3046689202635286e-06 -0.00057727112015559931 0.0019614756793563891
leaf_weight=0.0017826654342605113 0.0013929467960865803 0.0010203299589707842 0.0012680224353346222 0.0010524741707903526 0.001949326920149084 0.0010371326456902743 0.0012780204994670965 0.0010045313512600518 0.0011044207808135198 0.0013643740410861074 0.0010230660144078252 0.0010123118811041221 0.001540128252134342 0.0017274935315012086 0.0013975091132820694
leaf_count=317 241 333 245 190 644 382 201 309 64 146 52 80 570 105 31
internal_value=0 -0.000115162 -1.08529e-05 -0.000134621 2.48374e-05 -0.00011243 0.000121607 -0.00150468 0.000439424 0.00111585 -0.000229576 0.000501644 0.000996906 0.000243062 0.00082851
internal_weight=0 0.0191721 0.0181518 0.0168837 0.0154908 0.0144383 0.012489 0.00204166 0.0104473 0.00519483 0.00525249 0.00391681 0.0029045 0.00414807 0.00242058
internal_count=3910 3593 3260 3015 2774 2584 1940 691 1249 997 252 796 716 188 83
is_linear=0
shrinkage=0.00589082


Tree=1567
num_leaves=31
num_cat=0
split_feature=14 1213 1374 51 1 47 50 1 48 158 47 16 47 47 43 4 3 51 12 15 15 2 2 2 3 47 52 16 52 15
split_gain=0.00061603 0.000497301 0.000449719 0.00043207 0.000400781 0.00050159 0.000535568 0.000419195 0.000451771 0.000358453 0.000357211 0.000523104 0.00032737 0.000339511 0.000305508 0.00117656 0.000498297 0.000423295 0.000478297 0.000395876 0.000463633 0.000575597 0.000465137 0.000453374 0.000260638 0.000208956 0.000204958 0.000318813 0.00020027 0.000162638
threshold=0.077685000000000018 -1.0000000180025095e-35 0.090240000000000015 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.11812000000000002 0.10080500000000002 0.12862000000000004 0.084965000000000027 0.087850000000000025 0.050115000000000007 0.09550500000000002 0.08593000000000002 -0.50992999999999988 -0.51381999999999983 0.10420500000000001 0.08955500000000001 0.092365000000000017 -0.0063699999999999989 -0.094924999999999995 0.089710000000000012 0.087075000000000014 0.087995000000000004 -0.088024999999999978 0.10783500000000001 0.084240000000000023 -0.083564999999999987 0.11898000000000002 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 9 10 12 11 28 13 14 -5 -16 17 18 19 20 21 -17 -22 26 -20 -12 27 -21 -9 -25
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 25 -13 -14 -15 15 16 -18 -19 24 23 22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073492361860195412 -0.00095529616517225858 -0.00076570979481070916 -0.00081631637700631168 0.00070546005680612684 0.00072494743846244027 -0.00080357076304167095 -0.00086938373524980271 0.0011432317561165903 -0.00039808549228468617 -0.00073927987453980572 -0.00032565466465689092 -7.868051249085585e-05 0.0008150898137252228 -0.00067495880696445969 -0.0013678876435831403 -0.00029930134760047225 0.00075647297760600299 -0.00072770109281594414 4.95313817879624e-05 0.00083552762667549055 0.00011005436721762099 0.00099873433083304698 -0.0011804498716001582 0.0010301295896756177 -0.00080427000703329793 0.00050114738701955981 -0.00041061113737240768 -0.00015802997891909589 0.00050442363727801827 0.00040647279414191527
leaf_weight=0.0016378036136458487 0.0012967478757285314 0.0011491968357539841 0.0011289472094638811 0.0013206155975691259 0.0017780209372142133 0.0012321710555673873 0.0010653001360498423 0.0027282694058854973 0.0012371830086372881 0.0011074641254335263 0.0012821241087701551 0.0012773554200805615 0.0010345107422760061 0.0012329693886664042 0.0010811062587185892 0.0014006765923189057 0.0019798853775014882 0.0012905214551168784 0.001215414311815266 0.0011385241823837948 0.0010001291978767495 0.0011916588117131255 0.0011113251812551461 0.0020418719685935116 0.0015124107771881676 0.001046215045434451 0.0010935437605965603 0.0013080170996208392 0.0013994223108535486 0.0012834948936593094
leaf_count=578 126 126 74 32 151 87 180 295 28 168 56 153 110 59 34 58 45 115 88 49 115 49 229 69 313 28 184 168 58 85
internal_value=0 6.04145e-06 3.74251e-05 6.31003e-05 8.9274e-05 5.66195e-05 8.83721e-05 0.000119946 0.000372186 2.30165e-05 0.000495413 0.000689068 6.09815e-05 2.41866e-05 6.73543e-05 2.21663e-05 0.00010771 2.53068e-05 9.32768e-05 0.000215206 -9.16004e-05 0.000297387 -0.000569179 0.000425411 -0.000423849 4.58603e-05 8.34842e-05 0.000304333 0.000926655 0.000789416
internal_weight=0 0.0403061 0.0386683 0.0375394 0.0363902 0.0346122 0.03338 0.0323147 0.00897057 0.0233441 0.00773339 0.00540505 0.0222367 0.0212022 0.0199692 0.0186486 0.0175675 0.0155876 0.0142971 0.0115692 0.00470379 0.00259234 0.00211145 0.00686545 0.00272783 0.00232834 0.00354009 0.00244654 0.00412769 0.00332537
internal_count=3910 3784 3206 3132 3006 2855 2768 2588 618 1970 590 506 1802 1692 1633 1601 1567 1522 1407 1006 451 107 344 555 401 84 401 217 353 154
is_linear=0
shrinkage=0.00137286


Tree=1568
num_leaves=17
num_cat=0
split_feature=0 16 47 123 403 42 50 48 1 159 0 12 160 1 16 0
split_gain=8.06228e-05 0.000130781 0.000135802 0.000107196 0.000132579 0.000293043 0.000143737 0.000177547 0.000165439 0.000217665 0.000118071 9.15759e-05 0.0001144 0.000132968 0.000144276 5.51552e-05
threshold=0.18055000000000002 0.31524000000000002 0.10843500000000002 1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.07992500000000001 0.11930500000000001 0.11198000000000001 0.089285000000000017 -0.070894999999999986 0.086935000000000012 0.087825000000000014 0.092550000000000007 -0.055679999999999993 -0.082194999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 9 10 11 12 13 14 -7 -6
right_child=-2 2 -4 -5 15 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0030077091470848485 0.0014376763314169017 -0.0026339284496083447 2.503821226463007e-05 0.0015514653965030519 0.00033860598768217619 0.0027232279038953522 -0.0017090403092725514 -0.0019462037820047714 0.0018933527568892078 -0.0022296664882002059 0.0016105999857852027 -0.0010801667012490575 -0.00098024505629061608 -0.00068858181502970135 0.00019602628588162398 0.0020244587524363639
leaf_weight=0.0010091035692385225 0.0010433774530792242 0.0011022692641529516 0.0010850770809573418 0.0012857339894559233 0.0011225133507182516 0.0013668541365940987 0.0013024266806064147 0.0010432775719770868 0.0016884534095789059 0.0010342171860126407 0.0017200625474521605 0.0015775005149905458 0.0012756603753799195 0.0010894492827526747 0.0012144607253462142 0.0010878461290191313
leaf_count=723 44 316 72 302 250 131 455 81 208 175 164 400 71 58 291 169
internal_value=0 -8.36522e-05 -0.00131489 6.74994e-05 -4.79134e-05 -0.000235624 -2.54948e-05 0.000157079 0.000357168 7.76116e-05 0.000367062 3.91978e-05 0.000396182 0.000874517 0.00153423 0.00116831
internal_weight=0 0.0200049 0.00218735 0.0178176 0.0165318 0.0143215 0.0133124 0.0120099 0.0109667 0.0092782 0.00824399 0.00652393 0.00494642 0.00367076 0.00258131 0.00221036
internal_count=3910 3866 388 3478 3176 2757 2034 1579 1498 1290 1115 951 551 480 422 419
is_linear=0
shrinkage=0.00533549


Tree=1569
num_leaves=17
num_cat=0
split_feature=2 47 159 42 394 49 133 16 52 157 52 0 15 2 151 2
split_gain=7.35896e-05 9.63497e-05 0.000116396 0.000116651 0.000143805 0.000122494 0.000147783 0.000169164 0.000216739 0.0001624 0.00016086 0.000208829 0.000150016 0.000106666 9.8115e-05 0.000341661
threshold=0.14073000000000005 0.13177500000000003 -0.034019999999999988 -1.0000000180025095e-35 -0.078964999999999994 -0.14917999999999998 0.095090000000000022 -0.014099999999999998 -0.072349999999999984 -1.0000000180025095e-35 0.090300000000000005 -0.084304999999999977 -0.029114999999999999 0.092340000000000019 -0.044604999999999992 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 10 9 -9 11 12 14 -10 -7 -16
right_child=-2 -3 3 5 -6 6 -8 8 13 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.0015117457231352013 0.0013225752554883107 -0.00164437396755031 0.00063961815851914952 0.0018933980018959638 -0.0018782796919263555 -0.001318993980416319 -0.0017271972667485661 -0.0015555756883716698 0.0011747218886919112 0.0010938193467553278 -0.0020996785893086347 0.0020837959249770431 -0.0021062576753087779 0.0034644587195601863 -0.0013793986088436573 0.0019784568183858846
leaf_weight=0.0012888344506595253 0.0010793024741434292 0.0010216920239156648 0.0010139620277853645 0.0012078174403127263 0.0016000493479195943 0.0010139422181716399 0.0010528798989425095 0.00103419212281608 0.0011573293696963086 0.001632116259493277 0.0010258484404429349 0.0012174665515031075 0.0010336909799286143 0.0010726008424497557 0.0014535022618724315 0.0019301446634420669
leaf_count=484 228 58 230 92 706 104 316 235 251 302 240 178 194 69 92 131
internal_value=0 -8.01138e-05 5.19416e-06 0.000117262 -0.0009016 0.000296833 0.000155289 0.000312958 0.00107266 6.61875e-05 -0.000171716 0.000125753 -0.000313159 0.00227609 0.000108324 0.000536034
internal_weight=0 0.0197561 0.0187344 0.0174455 0.00261401 0.0148315 0.0136237 0.0125708 0.00489624 0.00266631 0.0076746 0.00664875 0.00543128 0.00222993 0.00439759 0.00338365
internal_count=3910 3682 3624 3140 936 2204 2112 1796 857 537 939 699 521 320 327 223
is_linear=0
shrinkage=0.00523088


Tree=1570
num_leaves=29
num_cat=0
split_feature=14 133 133 1213 123 44 484 1374 4 1 16 157 48 1 160 457 0 2 42 43 42 3 4 1 1 12 3 157
split_gain=0.000567008 0.000431499 0.00044543 0.000439191 0.000350397 0.000350044 0.000344916 0.000325884 0.000353616 0.0005719 0.000483086 0.000443195 0.000528825 0.000385688 0.000444432 0.000357362 0.000530378 0.000326578 0.000398579 0.000413758 0.000348325 0.000234354 0.000232059 0.000208509 0.00038899 0.000205691 0.0002406 0.000159054
threshold=0.077685000000000018 -0.26719999999999994 -0.15498499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.075729999999999978 -0.094679999999999986 -0.23071499999999998 0.079945000000000016 0.20277000000000003 -0.077534999999999979 0.11930500000000001 0.11198000000000001 -1.0000000180025095e-35 -0.0015249999999999997 -0.15291499999999997 0.10393500000000001 0.088115000000000013 -0.089949999999999988 0.092145000000000019 -0.010319999999999998 0.15927500000000003 0.11931500000000002 0.12958500000000003 0.086935000000000012 -0.08348499999999999 -0.084354999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 10 -9 27 13 14 -13 -16 -17 18 19 -18 -20 -6 25 -15 -25 26 -21 -10
right_child=-2 2 3 4 21 -7 7 8 11 -11 -12 12 -14 23 15 16 17 -19 20 22 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.00090142038677459813 -0.001050889657669678 0.00090357459976890618 -0.00084614213310939246 -0.00074335168629777442 0.0010528006452613923 -0.00084127132914784926 -0.00053156852504893809 -0.00056305852271126377 0.00039737901447604065 -0.0012357881734856746 0.00057799356478040317 -0.00072969591739994316 -0.00092264204402929095 0.0010894729965069342 -0.00058717914954297236 0.0010263673121225498 -0.00073553426295859558 -0.00066365806914721846 0.0011312736444040101 0.00076805588854009438 4.2462216448996646e-05 0.00014266560923115285 0.00076730137566540879 -0.00036420347078505895 0.00076366457793300749 -0.0004601943245765574 -8.0210278942369019e-05 0.0012051223579315395
leaf_weight=0.0010808606273798862 0.0011126648084485149 0.0012050336855371482 0.0012475778892717662 0.0011994044070522741 0.001129703062372367 0.0010337376912303844 0.0018764520196476999 0.0015499932658935489 0.0010057211844393121 0.0010256908666850251 0.0016009553640277119 0.0013989931775021123 0.0010094237106006423 0.0011417751731575545 0.0013143802666713009 0.0014899263957097635 0.0013106485785719111 0.0010742918981250802 0.0014859938438325226 0.0011200219550746571 0.0010746447989418151 0.0012819186332048973 0.0011196920517688724 0.0010240549366664631 0.0017723860320281171 0.0013059125418061202 0.0019373522953207876 0.00106574366276213
leaf_count=226 126 83 533 369 147 55 62 43 150 162 17 360 61 81 58 49 160 148 58 61 200 154 27 58 121 180 75 86
internal_value=0 5.12703e-06 3.32825e-05 2.06694e-06 3.47793e-05 -8.25622e-06 2.15367e-05 5.46514e-05 9.7242e-05 -0.000290887 1.6695e-05 0.000172115 0.000104316 0.000160139 5.12112e-05 0.00013377 0.000213276 9.71102e-05 0.000184481 -1.49454e-07 0.000674323 0.00056901 0.000175637 0.000564844 0.00035064 2.38055e-05 0.000230539 0.000812953
internal_weight=0 0.0358823 0.0348014 0.0335964 0.0323488 0.0299372 0.0289035 0.0277041 0.0258276 0.00417664 0.00315095 0.021651 0.0195795 0.0185701 0.0146319 0.0132329 0.0119185 0.0104286 0.00935427 0.00679363 0.00256064 0.00241162 0.00548298 0.00393822 0.00279644 0.00436329 0.00305737 0.00207146
internal_count=3910 3784 3558 3475 2942 2641 2586 2217 2155 222 60 1933 1697 1636 1376 1016 958 909 761 503 258 301 343 260 179 316 136 236
is_linear=0
shrinkage=0.00145689


Tree=1571
num_leaves=15
num_cat=0
split_feature=4 15 48 48 0 49 15 0 133 160 3 43 0 2
split_gain=7.36383e-05 0.000114754 0.000111556 9.79078e-05 9.53583e-05 0.000190633 0.000169655 0.000137106 0.000199732 0.000130795 0.000134602 0.000144142 7.81612e-05 5.11222e-05
threshold=0.27020000000000005 -0.11739999999999999 0.092755000000000018 0.11930500000000001 -0.10071499999999999 -0.006494999999999999 -0.091024999999999981 -0.084304999999999977 -0.085714999999999986 -1.0000000180025095e-35 -0.09113499999999998 -0.073139999999999983 -0.11756999999999999 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -6 -9 -10 -11 -12 -2 -7
right_child=12 2 3 -5 7 13 -8 8 9 10 11 -13 -14 -15
leaf_value=-0.0017039042004604124 7.6097247861559619e-05 0.00054855586600046692 0.0020240670406550167 -5.48698379057072e-05 -0.0018858020396528021 0.00053222986124899655 -0.0019891113298493249 0.0014829554382068508 -0.0021394242570123615 0.00084706477848252347 3.9903207283569988e-05 -0.0019834473321202798 0.0017509334482722456 0.0018145431919221679
leaf_weight=0.00105170532085335 0.0017357816881371085 0.0013424540802853269 0.0011269324047095399 0.0010758707651349342 0.0014417450914704765 0.0015295152678138609 0.0012234529271907546 0.0013620143674155103 0.001103954821486606 0.0017412484167664815 0.001987793335088665 0.0015017188224531394 0.0011099078508765249 0.0014924826966489779
leaf_count=253 193 53 165 92 824 56 110 216 406 284 300 516 279 163
internal_value=0 -0.00012403 -2.58824e-05 0.00100869 -0.000180637 0.000326608 -0.000661432 -0.000490802 -0.000229491 -0.000597681 -0.000272295 -0.00083085 0.000729336 0.00116553
internal_weight=0 0.0179809 0.0169292 0.0022028 0.0147264 0.0055879 0.00256591 0.00913847 0.00769673 0.00633472 0.00523076 0.00348951 0.00284569 0.003022
internal_count=3910 3438 3185 257 2928 382 163 2546 1722 1506 1100 816 472 219
is_linear=0
shrinkage=0.00492917


Tree=1572
num_leaves=17
num_cat=0
split_feature=11 13 1 43 12 0 160 52 1 42 133 16 1 15 151 16
split_gain=7.65178e-05 9.65641e-05 0.000174766 0.000164856 0.000145966 0.00013624 0.000118923 0.000281029 0.000129306 0.000162612 0.000180743 0.000163751 0.000237985 0.000123489 8.63662e-05 2.16905e-05
threshold=0.08184000000000001 -0.094679999999999986 0.08844500000000001 0.052855000000000006 -1.0000000180025095e-35 -0.061994999999999995 -0.11175999999999998 0.13709500000000002 0.11684000000000001 -0.088669999999999985 0.084285000000000013 -0.006474999999999999 0.081540000000000015 -0.03231499999999999 -0.0088999999999999982 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 8 9 -8 11 13 -13 14 -11 -16
right_child=-2 4 -4 -5 6 -7 7 -9 -10 10 -12 12 -14 -15 15 -17
leaf_value=-0.0015212108892876197 -0.0011268920165038465 -8.4947429075393974e-05 0.001870135520108059 0.0010438355986673309 -0.0017523260970496524 0.0022231600935580455 0.0013926675624800426 0.0022436588761845129 -0.0018322128724617877 -0.0012269879551805385 -0.0022071256465344717 0.0023433858850334024 -0.0005985756531897981 -0.0016938311131500167 0.0009265119018691335 -2.876031431399502e-05
leaf_weight=0.0010422685563047348 0.0012835704076242507 0.0012244065303358767 0.0017084735568895504 0.0012216246767626782 0.0011478635586333321 0.0010806975761338293 0.0012622417456147226 0.0010036459366493658 0.0012162614124006108 0.0010476138451593342 0.0011156051199527998 0.0012025112650626583 0.0012680044172188043 0.0017012169827188006 0.0010342644490078309 0.0011020214243569774
leaf_count=135 224 283 220 84 401 135 328 121 131 99 711 135 199 547 100 57
internal_value=0 6.75683e-05 0.000726202 -0.00013708 -0.000102254 0.000997158 -0.00029569 -0.000155812 -0.000375746 -0.00019375 -0.000430132 -0.000160621 0.00083341 -0.000663325 -0.000112706 0.000433727
internal_weight=0 0.0193787 0.00397237 0.00226389 0.0154064 0.0023051 0.0131013 0.0119534 0.0109497 0.00973348 0.00847124 0.00735563 0.00247052 0.00488512 0.0031839 0.00213629
internal_count=3910 3686 439 219 3247 418 2829 2428 2307 2176 1848 1137 334 803 256 157
is_linear=0
shrinkage=0.00473777


Tree=1573
num_leaves=30
num_cat=0
split_feature=133 14 160 1213 1373 133 123 42 124 3 484 48 4 0 13 0 1186 1 16 47 16 16 0 15 42 0 42 3 4
split_gain=0.00066116 0.000600848 0.000580684 0.000551178 0.000459521 0.00041842 0.000356587 0.000527417 0.000428925 0.000387069 0.000348469 0.000363222 0.000392812 0.000604322 0.000527198 0.000429316 0.000315615 0.000456453 0.000648745 0.000485352 0.00063268 0.000516 0.00060455 0.000324885 0.00030004 0.000275197 0.000262375 0.000231081 8.70172e-05
threshold=-0.26719999999999994 0.077685000000000018 -0.40446999999999994 -1.0000000180025095e-35 0.099250000000000019 -0.16268499999999997 1.0000000180025095e-35 -0.080904999999999991 -0.013479999999999999 0.16699000000000003 -0.075729999999999978 0.12675000000000003 -0.23071499999999998 -0.017269999999999997 0.16421000000000002 0.14676000000000003 0.084830000000000017 0.085835000000000009 -0.014099999999999998 0.09252500000000001 -0.09601999999999998 -0.092424999999999993 -0.16443499999999997 -1.0000000180025095e-35 0.083725000000000008 -0.07773999999999999 0.088115000000000013 -0.090854999999999977 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -7 10 -10 12 15 14 16 -12 17 18 24 20 28 -22 -23 -20 27 -24 -21 -14 -19
right_child=1 -3 3 4 -6 6 7 -9 9 -11 11 -13 13 -15 -16 -17 -18 19 23 26 21 22 25 -25 -26 -27 -28 -29 -30
leaf_value=-0.00096484770516931228 -0.00091225181018716247 -0.00088189461708573118 -0.00075003984606021243 0.00096055062305456997 -0.00078235408091861238 -0.0006659790172456406 -0.00015184626543974985 0.001117190528413231 -0.0006061690952059855 0.00075174847786127388 -0.00078070576171953773 -0.00051171582493011862 -0.00028363992802085453 0.0010396915816816216 -0.00063716619177415471 0.00017266710170568973 0.00093637859082541515 0.00084524679878911408 -4.4779013330399955e-05 -0.00047889321188339986 -0.00057051272157199022 0.0011815317931902448 -0.00018495119317942272 0.00084847494173577844 -2.2815251910107819e-05 0.00066889594535789068 0.00035559996132723066 -0.0011231030456764076 0.0013460473366750326
leaf_weight=0.0012872009696284761 0.0011130853222485462 0.0013079188941663702 0.0014139082074207656 0.0010721084923228643 0.0010232690255911328 0.0013794669140297913 0.0010010559760411653 0.0014564447364085456 0.0013330637127503186 0.0015719735457080377 0.0016470707454187992 0.0016580474169867179 0.0010649329665772395 0.001464647656283311 0.0014513779765416559 0.0017808116583566402 0.0010103162057064621 0.0015261115783502541 0.0015466864566699434 0.0016972944551536537 0.0011186202038970814 0.0014060437557645864 0.0019620578745466197 0.0014101058221127642 0.0017769526271137204 0.0010496256152778792 0.0011416366391703292 0.0013434179436235816 0.0010686691309460539
leaf_count=238 275 114 526 53 30 69 29 265 371 125 157 72 61 81 90 30 39 23 305 48 15 24 156 58 212 132 62 180 70
internal_value=0 1.5249e-05 4.57356e-05 7.42654e-05 0.000106675 0.000132712 0.000106505 0.000600252 6.78735e-05 0.000101585 6.56699e-05 9.86883e-05 0.00013843 0.000204356 0.000144889 -0.000285421 0.000204246 0.000163407 -0.000101401 0.000335811 0.000503094 0.000246065 0.000452833 0.000381217 -0.000442356 0.00011263 -0.000143313 -0.000751906 0.0010515
internal_weight=0 0.0397967 0.0384888 0.0373757 0.0359618 0.0349385 0.0338664 0.0024575 0.0314089 0.0300295 0.0284575 0.0271244 0.0254664 0.0220385 0.0205738 0.00342788 0.0191225 0.0181122 0.0071421 0.0109701 0.00813113 0.00553635 0.00441773 0.00295679 0.0041853 0.00301168 0.00283893 0.00240835 0.00259478
internal_count=3910 3672 3558 3283 2757 2727 2674 294 2380 2311 2186 1815 1743 1556 1475 187 1385 1346 816 530 420 327 312 363 453 288 110 241 93
is_linear=0
shrinkage=0.00134594


Tree=1574
num_leaves=17
num_cat=0
split_feature=4 2 15 40 3 2 52 42 151 160 1 4 52 1 16 16
split_gain=7.61019e-05 0.000137965 0.000188324 0.000190817 0.000157798 0.00017756 0.000151078 0.000178275 0.000120468 0.000110757 9.58877e-05 0.000144584 0.000191152 8.80282e-05 0.000115081 5.71289e-05
threshold=0.15927500000000003 0.10910500000000002 0.090505000000000016 -1.0000000180025095e-35 0.10420500000000001 0.097135000000000013 0.089525000000000007 0.086325000000000013 -0.0008699999999999999 0.087825000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066199999999999991 0.11198000000000001 -0.50231999999999988 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -2 10 -5 12 -12 14 -10 -3
right_child=8 15 -4 4 -6 -7 -8 -9 13 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0022823135685635359 -0.0011450494298520222 0.0015568536235325773 -0.0026689448350876695 -0.00082149618787136528 0.0020593675339720917 -0.0022243650690919668 0.0018267242651992751 -0.0022734454489547963 0.0016038060294715564 -0.001523202261898214 0.00024949849494520512 -0.00041272096392017972 0.0037095532588024031 0.0019193879174364183 -0.0010771485779201685 -0.00010864610752731775
leaf_weight=0.0013020778742843251 0.0010085327307059466 0.0017649799221471215 0.0011185833765386339 0.0012358320634465667 0.0010859615052325475 0.0012315617351689534 0.0013316115836019757 0.0011667838457340603 0.0010032694201582704 0.0010296430386503852 0.0010295055824975918 0.0013581482106608811 0.0010180573285062389 0.0019158434992613965 0.0010510507025255902 0.0010548872452121744
leaf_count=180 133 258 571 606 49 227 341 427 86 111 115 88 123 310 81 204
internal_value=0 -0.000200786 -0.000448652 -0.000237986 1.5838e-05 -0.000220218 8.19067e-05 -0.000257875 0.000602435 0.000156806 0.000529486 0.00101972 0.00196985 0.00104634 0.000232151 0.000933805
internal_weight=0 0.0157276 0.0129078 0.0117892 0.0104871 0.00940114 0.00816958 0.00683797 0.0049787 0.00567119 0.00464154 0.00340571 0.00204756 0.00397016 0.00205432 0.00281987
internal_count=3910 3300 2838 2267 2087 2038 1811 1470 610 1043 932 326 238 477 167 462
is_linear=0
shrinkage=0.00566207


Tree=1575
num_leaves=29
num_cat=0
split_feature=14 133 133 123 1374 13 3 50 48 2 2 15 159 0 0 2 1 1186 42 14 1374 457 0 0 0 15 48 43
split_gain=0.000522269 0.000427072 0.000399478 0.00038637 0.000374606 0.000362062 0.000377095 0.000390199 0.000286174 0.000285393 0.000259216 0.000363496 0.000482723 0.000391352 0.000354075 0.000319359 0.000464412 0.000308057 0.000347432 0.000240053 0.000222578 0.000355611 0.000256514 0.000612073 0.000249034 0.00035212 0.000131942 9.9963e-05
threshold=0.077685000000000018 -0.26719999999999994 -0.15498499999999996 0.083745000000000014 0.086000000000000007 -0.52445999999999982 0.16699000000000003 0.088425000000000017 0.12649500000000002 0.099990000000000009 0.106035 -0.11739999999999999 0.090405000000000013 0.14676000000000003 -0.017269999999999997 0.11203000000000002 0.11198000000000001 0.081240000000000021 -1.0000000180025095e-35 -0.074139999999999984 -0.094679999999999986 0.082870000000000013 -0.070894999999999986 -0.099864999999999995 -0.10209999999999998 -0.042544999999999993 0.086065000000000016 -0.081944999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 10 -5 11 -7 13 14 17 -12 -17 18 -13 -9 -20 22 23 24 25 -22 -23 -25
right_child=-2 2 3 9 -6 6 -8 19 -10 -11 15 12 -14 -15 -16 16 -18 -19 20 -21 21 26 -24 27 -26 -27 -28 -29
leaf_value=-0.00079372430541207995 -0.00083268487542613923 0.0008131724683675338 -0.00066633199966412409 5.664014806433978e-05 -0.00078143345901743756 -0.00060637257877658773 0.00069626804129272368 -7.7835461644728225e-05 -0.00057533399703786202 0.00098819945342588271 0.00093741637578016799 -0.00044763397429366952 -0.00075379832579736529 -0.00061052801735468794 0.00078706160173241935 -0.00026237763552274288 0.00078388610435640451 0.00075397464108550416 -0.00034374005766790581 -0.0009173580527856301 -0.00044528136247472445 0.00030746294893400623 0.00048189676005672979 -0.00031819366191098629 0.0007399509944576657 0.00042342622709141644 0.00091856653696275464 -0.00087261926126551643
leaf_weight=0.0010165855328488063 0.0012059235921187952 0.0010434192965718117 0.0012360839415692651 0.0010198934635712578 0.0010055824388170978 0.0013954043582310475 0.0013221536486653909 0.001063739000791486 0.0011321876755099316 0.0010991626318557352 0.0011451709769307863 0.0018856085276429098 0.0010896762037177201 0.0011144746914049089 0.001355207793420043 0.0017518843534204409 0.0011179574474895482 0.0011056042763017962 0.0013632973451862549 0.0011298127037958896 0.0013309550077078569 0.0010369326936299226 0.001931702005845139 0.0010071349638174345 0.0011372882551086063 0.001721272008694541 0.0012576519951892351 0.0010885232063293096
leaf_count=226 126 83 32 134 101 178 106 34 57 152 133 420 191 29 74 207 85 54 48 516 38 40 120 154 11 51 22 488
internal_value=0 1.62783e-05 4.05772e-05 1.60329e-05 -2.00931e-05 5.6672e-06 3.48295e-05 2.63228e-06 4.76906e-05 0.000539844 7.7284e-05 1.77554e-05 6.50224e-05 0.000116491 0.000166441 0.000371156 0.000145198 0.000109864 5.81121e-05 -0.000510241 0.00013842 0.000200955 7.7678e-05 -4.65557e-05 0.000233373 4.46173e-05 0.000642406 -0.000606172
internal_weight=0 0.0349044 0.0338878 0.0328444 0.0307253 0.0297197 0.0284836 0.0271615 0.0249679 0.00211906 0.0238357 0.0198207 0.0184253 0.0173357 0.0162212 0.00401501 0.00286984 0.014866 0.0137604 0.00219355 0.0118748 0.0105115 0.00821688 0.00628517 0.00418952 0.00305223 0.00229458 0.00209566
internal_count=3910 3784 3558 3475 3189 3088 3056 2950 2400 286 2343 1918 1740 1549 1520 425 292 1446 1392 550 972 924 862 742 100 89 62 642
is_linear=0
shrinkage=0.00126831


Tree=1576
num_leaves=31
num_cat=0
split_feature=1429 1213 133 133 160 42 123 1374 13 475 130 48 1 13 43 16 12 47 1374 150 160 160 1 12 52 1 159 15 49 0
split_gain=0.000666014 0.000542058 0.000507762 0.000633233 0.000541609 0.000459109 0.000758182 0.000560577 0.000488985 0.00048004 0.000473079 0.000431645 0.000717527 0.000460501 0.000327012 0.000521542 0.000384557 0.000299664 0.000281275 0.000334153 0.000271746 0.000315996 0.000311696 0.000338832 0.000268937 0.000246708 0.000202733 0.000126965 0.000199535 0.00012468
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 -0.40446999999999994 -0.11145999999999999 0.087570000000000023 0.090240000000000015 -0.52445999999999982 -0.084444999999999978 -0.0015749999999999998 0.12649500000000002 0.10398500000000001 -0.45122499999999993 -0.17307499999999998 0.15737500000000001 0.092365000000000017 0.10887000000000001 -0.094679999999999986 0.090145000000000017 0.087825000000000014 0.031805000000000007 0.092550000000000007 0.084100000000000022 -0.15154999999999999 0.087480000000000016 -1.0000000180025095e-35 -0.12259499999999998 -0.0041649999999999994 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 25 -5 24 7 8 -7 -10 -11 12 13 -12 -15 16 18 26 -16 20 21 22 23 29 -6 -4 -14 -28 -29 -20
right_child=1 2 3 4 5 6 -8 -9 9 10 11 -13 17 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0012853328076886485 -0.00089389339253705168 -0.00097960571691244058 0.0003658509479574264 -0.0011218818655429333 -9.912093897443484e-05 -0.00085019507471704753 0.0013663212355080586 -0.0010768427887423986 -0.00082597063564564211 -0.00070004682683444234 0.0011216616086076586 -0.00052656727662455814 0.0003447070993199052 0.00069661094505330131 -0.00046270070114556421 -0.00087447492491419772 -0.00075546775372234225 0.00016108299759601301 0.00019811445218744379 0.0011512463781704718 -0.0004381835454469016 0.00098003466127456577 -0.00058120366144237936 -0.00039859921668196818 -0.0012666332485182961 0.0013297560320712136 0.0015757218250479891 0.0013774207043962487 0.00042949257917859594 0.00084920321086555807
leaf_weight=0.0010690622475349179 0.0016776954160715998 0.0012230853236036556 0.0014747455438269544 0.0010524152871884676 0.0010105648936475919 0.0013596667183750624 0.0011742345272590096 0.001102686637974414 0.0012755419014495164 0.0014774694172020033 0.0011218236904824144 0.0017801829765051727 0.0010214342887948646 0.0018222117769965919 0.0015191676478529823 0.0016596249963319884 0.0012638410582684343 0.0015694236552050711 0.0012158417237788655 0.0010227854501190245 0.0015210797683544719 0.0014528973619341023 0.0012194783605679049 0.0011867831995171774 0.0010315949862001661 0.0012862206376791363 0.0012296183683523365 0.0012333928091189383 0.001075571128161478 0.0020340669317628936
leaf_count=181 592 216 154 231 49 33 166 66 218 181 10 61 31 55 31 159 296 50 27 55 119 67 31 290 81 73 112 113 63 99
internal_value=0 1.08525e-06 4.01691e-05 7.3703e-05 1.42721e-05 5.00921e-05 9.8247e-05 4.88839e-05 9.1597e-05 0.000137822 0.000184341 0.000236714 0.00029536 0.000125585 5.53854e-05 -2.75094e-05 8.55215e-05 0.000767328 0.000180658 0.000281909 0.000178881 0.000310911 0.000139033 0.000336999 -0.000688889 0.000814895 0.00097598 0.0011582 0.000935853 0.000605621
internal_weight=0 0.0400951 0.0384175 0.0371944 0.0344334 0.033381 0.0313388 0.0301646 0.0290619 0.0277022 0.0264267 0.0249492 0.023169 0.0170396 0.0159178 0.0140956 0.0124359 0.00612944 0.0111721 0.00965293 0.00863015 0.00710907 0.00565617 0.00443669 0.00204216 0.00276097 0.00456002 0.00353858 0.00230896 0.00324991
internal_count=3910 3729 3137 2921 2694 2463 2333 2167 2101 2068 1850 1669 1608 1239 1229 1174 1015 369 719 688 633 514 447 416 130 227 319 288 176 126
is_linear=0
shrinkage=0.00160853


Tree=1577
num_leaves=31
num_cat=0
split_feature=133 14 1213 133 123 124 3 1186 1 1374 1374 457 39 51 130 43 43 12 1 12 2 43 52 1 3 2 3 52 151 52
split_gain=0.000594797 0.000541873 0.000472683 0.000505111 0.000666112 0.000438185 0.000520301 0.000431164 0.000767521 0.000429101 0.000417484 0.000445619 0.000503921 0.000344642 0.000386281 0.00047696 0.000719923 0.000316617 0.000701534 0.000322963 0.000317225 0.000494766 0.000308921 0.000301894 0.000295298 0.00025467 0.00025395 0.000218415 0.000182977 0.000179002
threshold=-0.26719999999999994 0.077685000000000018 -1.0000000180025095e-35 -0.085714999999999986 1.0000000180025095e-35 -0.013479999999999999 0.16699000000000003 0.085080000000000003 0.087480000000000016 0.086000000000000007 -0.094679999999999986 0.082870000000000013 0.005105000000000001 0.13881000000000002 -1.0000000180025095e-35 -0.15109999999999998 -0.088734999999999994 0.084100000000000022 0.085410000000000014 0.10333000000000002 0.088210000000000025 0.098320000000000005 -0.07125999999999999 0.10521500000000002 -0.077894999999999978 0.11290500000000002 -0.090254999999999988 -0.07125999999999999 -0.084129999999999996 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 9 8 -4 10 27 12 13 14 -12 29 -17 18 -18 20 24 26 -20 -24 -19 -6 -22 -7 -13 -16
right_child=1 -3 3 4 25 6 -8 -9 -10 -11 11 28 -14 -15 15 16 17 19 22 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00092744552547911524 -0.00069889062451007557 -0.00085794481407710664 -0.00060970030272425703 -0.00079263320701142617 0.0003420836414599318 -0.0010227022760056631 0.00078162380573659404 0.0013612994287082643 0.001053573512548368 -0.00093659557967057025 -0.00075307621807408167 0.00011026260848268818 0.00082190466708086281 -0.00084309078083421272 0.00026061107329240568 -0.0011230562252090859 0.0009462877669384693 -0.0011988845553799359 -0.00067763906501142415 0.00046348681970251543 0.00075956645089168319 -0.00091137464068847748 -0.00016941235711279189 0.00057819663147087885 -0.00019103224947996964 0.0012356301200676389 -0.00012500854795496522 -0.00013799292264640798 0.00077645261792582039 0.00099686140607217169
leaf_weight=0.0013791397236648231 0.0016367330384346171 0.0013704386267368021 0.0010486449671605327 0.0014299190757237614 0.0015524015922888231 0.0011355913462693934 0.0015852197472214771 0.0010065725814643045 0.001130520952840941 0.0010152180284889725 0.0013901745802939727 0.0013349014066346143 0.0012786410708822684 0.0011095542164853691 0.0016074920348669855 0.0012001332369678671 0.0018809148618125215 0.0012674287989662839 0.0011830023744185958 0.00117885887359509 0.0010819182017236528 0.0010162531295918598 0.0026623446479163704 0.0017588853981900243 0.0010360501433208788 0.0010474871772362671 0.0015454931848559172 0.0010560359475721972 0.0020499717369242268 0.0010843140223366632
leaf_count=238 557 114 132 61 175 12 125 21 71 93 158 80 71 91 88 215 134 342 59 127 92 19 67 55 119 116 334 46 72 26
internal_value=0 7.63016e-06 3.78056e-05 6.98112e-05 2.05313e-05 -3.5037e-05 5.29597e-07 0.000603306 0.000253183 -4.23547e-05 -9.76619e-06 4.03264e-05 -3.15897e-05 -8.355e-05 -4.11863e-05 1.22994e-05 -8.04656e-05 5.17091e-06 0.0002063 -0.000206095 -0.000338821 -8.16756e-05 -4.20577e-05 0.000128007 -0.000745577 0.000702091 0.000239243 -0.000596405 0.000513725 0.000557188
internal_weight=0 0.0406811 0.0393107 0.0376739 0.0344882 0.0318883 0.0304584 0.00318574 0.00217917 0.0288732 0.027858 0.0256663 0.0222815 0.0210028 0.0198933 0.0185031 0.0158113 0.0146111 0.00748515 0.007126 0.00594714 0.00364366 0.00560423 0.00442123 0.00230348 0.00259989 0.00262741 0.00219163 0.00338487 0.00269181
internal_count=3910 3672 3558 3001 2777 2486 2425 224 203 2300 2207 2149 1997 1926 1835 1677 1563 1348 315 1033 906 445 181 122 461 291 426 58 152 114
is_linear=0
shrinkage=0.00140032


Tree=1578
num_leaves=14
num_cat=0
split_feature=11 4 16 2 16 40 160 4 42 457 4 13 15
split_gain=6.78751e-05 0.000107513 9.85645e-05 0.000110644 0.000107785 0.000151867 0.000151407 0.000108419 9.802e-05 0.000114476 0.000160876 0.000201106 8.73465e-05
threshold=0.087830000000000005 0.28937500000000005 -0.38486499999999996 0.10910500000000002 -0.15168999999999996 -1.0000000180025095e-35 -0.081299999999999983 -0.08422499999999998 -0.078304999999999986 0.082870000000000013 0.05309500000000001 -0.013465 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8 -9 10 11 -10 -5
right_child=-2 -3 3 12 5 6 7 8 9 -11 -12 -13 -14
leaf_value=-0.0010599870627473369 -0.0011554715963695123 0.0011228426273077112 0.00097430217258023637 3.6252127698654613e-05 -0.0018418280902827405 0.0011658862717955146 -0.0013244601994525807 0.0012720434299323177 -0.00037487104122649507 0.00070308238914674624 0.00066906419173781034 -0.0028630555195163247 0.0016560062598880623
leaf_weight=0.0018908831532987126 0.0010576643616263528 0.001837433247286655 0.0017108469358003671 0.001368136995588437 0.0011966617456019577 0.0017187791796745367 0.0018987241692175741 0.001001430326602536 0.0019000756020121036 0.0017544551421853072 0.0012877922207608083 0.0011103639249739131 0.0015121881898271785
leaf_count=191 157 373 94 256 167 570 494 178 878 81 98 203 170
internal_value=0 5.16287e-05 -5.56327e-05 5.97488e-05 -0.000115645 -0.000272764 -9.68171e-05 -0.000339233 -7.40435e-05 -0.000296757 -0.000704872 -0.00129261 0.000886633
internal_weight=0 0.0201878 0.0183503 0.0164595 0.0135791 0.0118683 0.0106716 0.00895284 0.00705412 0.00605269 0.00429823 0.00301044 0.00288033
internal_count=3910 3753 3380 3189 2763 2669 2502 1932 1438 1260 1179 1081 426
is_linear=0
shrinkage=0.00464487


Tree=1579
num_leaves=15
num_cat=0
split_feature=159 43 40 13 43 131 0 16 48 16 4 1 16 12
split_gain=7.22567e-05 0.000132054 0.000184913 0.000122836 0.000167212 0.000126468 0.00010839 0.000129216 9.8563e-05 0.000126112 0.000146592 0.000133461 0.000125784 8.98172e-05
threshold=-0.034019999999999988 0.19761500000000001 -0.080519999999999994 0.17936000000000002 -0.15109999999999998 1.0000000180025095e-35 -0.084304999999999977 0.081265000000000018 0.087945000000000009 -0.004514999999999999 -0.0021099999999999995 0.092550000000000007 -0.094359999999999986 0.085945000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 13 9 10 -6 -12 -10 -8
right_child=1 -3 3 -5 5 -7 7 -9 12 -11 11 -13 -14 -15
leaf_value=-0.00097623076016615498 0.0020392952880528624 -0.0016167054458863033 0.0020736081333653216 -0.0011754978089251922 -0.0016332923381067398 -0.0013013009298824079 0.0025530833107109585 -0.00034501588542267068 -0.0018298811395832699 0.0016872913702159758 0.0012249887464863384 -0.00088016143219828548 0.00024871626298501566 0.00076879177310158861
leaf_weight=0.001721403093115483 0.0012078233817091255 0.0010567650310238921 0.0010620336780182678 0.0017969015679888531 0.0011541856248181498 0.0015126927484355951 0.0010871972122975916 0.0015115838881359228 0.0015323479975307905 0.0011805204432861769 0.0019234964470446897 0.0011809366415183736 0.00131382011502372 0.0018549453729557186
leaf_count=520 224 224 111 157 430 455 198 363 96 158 161 124 141 548
internal_value=0 7.75609e-05 0.0001753 4.37231e-05 0.000186785 4.61799e-05 0.000206186 0.000826331 -0.00012717 0.000261734 -0.000133441 0.000424183 -0.000870379 0.00142813
internal_weight=0 0.0193753 0.0183185 0.0171107 0.0153138 0.0142517 0.012739 0.00445373 0.00828531 0.00543914 0.00425862 0.00310443 0.00284617 0.00294214
internal_count=3910 3390 3166 2942 2785 2674 2219 1109 1110 873 715 285 237 746
is_linear=0
shrinkage=0.00492917


Tree=1580
num_leaves=16
num_cat=0
split_feature=4 16 0 15 42 2 1 1 42 0 43 48 16 4 1
split_gain=7.08599e-05 0.000140126 0.000127711 0.00014994 0.000112315 0.000109046 0.000151954 0.000156684 0.000124075 0.000136349 0.000203701 0.000108501 0.000110382 6.67895e-05 5.05144e-05
threshold=0.15927500000000003 -0.19424999999999998 -0.11756999999999999 -0.15202999999999997 0.08401500000000002 0.114165 0.11215000000000001 0.10080500000000002 0.092145000000000019 -0.077944999999999987 -0.0037249999999999996 0.086125000000000021 -0.088144999999999987 -0.39075499999999991 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 7 8 9 10 -3 12 -12 -11 -14
right_child=2 5 4 -5 -6 -7 -8 -9 -10 13 11 -13 14 -15 -16
leaf_value=-0.0020328438491846309 0.00094420540472144954 -0.0020644640046106498 0.0024975237244924029 -0.0017769205915719815 0.00017125666134545174 0.0013845903051693679 -0.0017046176391419831 0.0019830228561789377 -0.0019351371665973461 0.00020642655699883077 0.0020813088209824145 -0.0011810948837372205 -0.00081678637308473271 0.0019291026635214429 0.00087319717166980948
leaf_weight=0.0011785241479311788 0.0013323932198537961 0.0016995023681000854 0.0013937097483902724 0.0011735880419009304 0.0011818750246075233 0.0014815144515634279 0.0017956174427651303 0.001142165777613253 0.0011121510443466162 0.0014071540011542094 0.0011727537916593825 0.0013006461432106542 0.0011691466337482997 0.0013674401930060549 0.0010209051140481762
leaf_count=87 104 1194 174 140 192 309 142 238 443 130 136 87 222 269 43
internal_value=0 -0.000191292 0.000562013 -0.000330138 0.00143005 -4.33394e-05 -0.000203757 3.28134e-05 -0.000184506 2.85667e-05 -0.000419204 0.000180378 0.000706961 0.00105544 -2.89909e-05
internal_weight=0 0.0158475 0.00508157 0.00250598 0.00257558 0.014669 0.0131875 0.0113919 0.0102497 0.00913755 0.00636295 0.00466345 0.00336281 0.00277459 0.00219005
internal_count=3910 3300 610 244 366 3213 2904 2762 2524 2081 1682 488 401 399 265
is_linear=0
shrinkage=0.00555105


Tree=1581
num_leaves=26
num_cat=0
split_feature=133 1213 133 160 123 124 3 48 130 50 3 52 150 4 159 1 16 1 15 1 2 2 52 16 15
split_gain=0.000426486 0.000386557 0.000445177 0.000343823 0.000394952 0.000346719 0.000329153 0.000308708 0.000461853 0.000274215 0.000317003 0.000343979 0.000301184 0.000291159 0.000330947 0.000258305 0.000253563 0.000202973 0.000248599 0.000198267 0.000330965 0.000247871 0.000242536 0.000340701 0.000106638
threshold=-0.26719999999999994 -1.0000000180025095e-35 -0.085714999999999986 -0.26821999999999996 1.0000000180025095e-35 -0.013479999999999999 0.16699000000000003 0.12649500000000002 -0.0015749999999999998 0.088425000000000017 0.10420500000000001 -0.076599999999999988 0.10883000000000001 0.24280000000000004 1.0000000180025095e-35 0.087480000000000016 -0.016294999999999994 0.092550000000000007 -0.076594999999999983 0.090355000000000005 0.086545000000000025 0.088300000000000003 0.096170000000000019 -0.094359999999999986 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 15 -4 5 -5 7 8 -7 10 12 -12 13 14 17 -3 -6 19 -19 20 -10 -22 23 -23 -13
right_child=1 2 3 4 16 6 -8 -9 9 -11 11 24 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26
leaf_value=-0.0009254888048300903 -0.00078975610628441494 0.00021871835916972309 -0.00086146727385697527 -0.00084057599173107235 0.0011011717876823015 -0.00087906749545533386 0.0006328998641104822 -0.00064822084623690208 -0.00044975170322841444 -0.00061763322534692734 0.001157038912222685 -0.00013547306320528161 -0.00075172545321537058 0.0005978603931410891 -0.00070212573280573499 0.0011776851180109456 0.00012017130323075288 -0.0008063044940074017 0.00011763274415997374 0.00071877830095311214 0.00086917752465457158 0.00053069683886253194 0.00060259619362800572 -0.00050123898349103166 0.00049920179727946381
leaf_weight=0.0011035516125177383 0.0012783036865281613 0.0014076575881495903 0.0010020421583235841 0.0011101451505837181 0.0010812886345761552 0.0012082542208395322 0.0015897124561632383 0.0017093781352741635 0.0018740263900678955 0.0012300777233414445 0.0011192935347352773 0.0011719926451405627 0.0010445474483384296 0.0018502074244399766 0.0013518113615894342 0.0010341959576136706 0.0011583439266967801 0.0011378349851325353 0.0013532522141394008 0.0011942900513197685 0.0011248573152545793 0.0010544483045399839 0.001396551872953733 0.001907630566476976 0.001079441898646393
leaf_count=238 571 156 263 62 167 183 129 80 227 314 38 22 90 107 251 74 128 53 159 37 95 42 102 276 46
internal_value=0 -4.52887e-06 2.76519e-05 -2.30732e-05 7.20379e-06 -4.43002e-05 -8.06787e-06 -5.27434e-05 -4.49846e-06 4.86281e-05 9.2548e-05 0.00049697 3.38867e-06 5.87595e-05 -2.17143e-05 0.000624869 0.000593796 6.1578e-05 -0.000304387 0.000168181 7.88071e-05 0.000259446 0.000102089 -0.000133888 0.000168819
internal_weight=0 0.0324696 0.0311913 0.0287494 0.0277474 0.0255078 0.0243976 0.0228079 0.0210985 0.0198903 0.0186602 0.00337073 0.0152895 0.0142449 0.0123947 0.00244185 0.00223963 0.0110429 0.00249109 0.0085518 0.00735751 0.00548349 0.00435863 0.00296208 0.00225143
internal_count=3910 3672 3101 2871 2608 2313 2251 2122 2042 1859 1545 106 1439 1349 1242 230 295 991 212 779 742 515 420 318 68
is_linear=0
shrinkage=0.00145689


Tree=1582
num_leaves=17
num_cat=0
split_feature=453 4 1 15 13 12 13 15 15 3 3 16 16 47 3 42
split_gain=7.53198e-05 0.000148265 0.000187147 0.000144685 0.000105895 0.000159705 0.000105409 0.000243463 0.000219898 0.000320338 0.00014359 0.000155227 0.000143397 0.000134848 0.000127274 0.000217703
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 -0.10469999999999999 -0.45122499999999993 0.10129000000000001 -0.028919999999999998 0.090105000000000005 -0.061694999999999993 -0.082304999999999975 0.076695000000000013 0.032820000000000009 -0.094359999999999986 0.082930000000000018 -0.13309499999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 -6 -10 13 12 -12 14 -8 -16
right_child=-2 2 -4 4 5 -7 10 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0019775398322498341 -0.0014535793812803675 -0.00011115803556883569 0.0023887372818865125 0.0016864132882720216 0.00058938779475815081 -0.001963640893080423 -0.0010021663311492888 0.0016845666661557974 -0.00037036027280140557 -0.00461381121047778 -0.0011525301117735365 -0.002084533288497648 0.0014666958954842326 0.0027207373938672274 -5.0627519142986556e-05 0.0030657522959756144
leaf_weight=0.0011953438930867059 0.0010176985490846216 0.0018753446052895131 0.0016827885291401841 0.0010157037105679141 0.0010956014787256996 0.0012831601553594885 0.0011402092836778066 0.0010020488922395515 0.0010931141753944482 0.0010171755615338831 0.001093330584826635 0.0011468734972928107 0.0014272045389542853 0.0010556831424959334 0.0017163399775055946 0.001082743873898737
leaf_count=255 99 185 338 40 413 393 156 418 400 263 33 110 61 48 580 118
internal_value=0 6.43032e-05 0.00107115 -0.000154614 -1.09662e-05 -0.000132776 4.97595e-05 -0.000656889 -0.00138875 -0.00241574 0.000393029 -0.000424692 0.000330556 0.000993416 0.000530514 0.00115485
internal_weight=0 0.0199227 0.00355813 0.0163645 0.0151692 0.0141535 0.0128703 0.00420794 0.00320589 0.00211029 0.00866238 0.00366741 0.00252054 0.00499498 0.00393929 0.00279908
internal_count=3910 3811 523 3288 3033 2993 2600 1494 1076 663 1106 204 94 902 854 698
is_linear=0
shrinkage=0.0054422


Tree=1583
num_leaves=16
num_cat=0
split_feature=484 52 43 40 42 1 3 0 457 42 3 1 0 0 42
split_gain=7.80905e-05 9.36848e-05 0.000127001 0.000202096 0.000111447 0.000103821 0.000103673 0.000220475 0.000218318 0.000157745 0.000113117 0.000102414 0.000123016 0.000133857 8.25926e-05
threshold=-0.0043499999999999988 0.18936500000000003 0.19761500000000001 -0.080519999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11266 -0.053834999999999994 -0.0034949999999999994 0.090240000000000015 -0.078884999999999997 0.11052000000000002 -0.23029999999999998 -0.10209999999999998 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 14 8 -8 10 -10 12 -12 -14 -6
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.0010824477148407988 0.0022145121157824137 -0.0012135420651872568 -0.0014615936154210442 -0.0019823940727916431 0.001995023827693454 -6.0589172621292224e-06 -0.0015800847904326103 -0.0016634223432649598 -0.0010238339031351114 0.0019029582737841611 0.0021145954830838051 -0.00050006938990471454 -0.00073694255054167852 0.001467540114165912 0.00033427010928097875
leaf_weight=0.0014141073776196928 0.0011032192460002635 0.0011953773334794004 0.0010276208067643558 0.0010023353594400602 0.001273242435235712 0.0014740825738937535 0.0011606564592936417 0.0014149636971323249 0.0012147590770923821 0.0016943000613710707 0.0013808606477860863 0.0014372642617806741 0.0012546512064943727 0.0012189245925666708 0.0014238386141922632
leaf_count=612 221 353 212 523 168 222 142 244 375 419 57 137 61 73 91
internal_value=0 7.10168e-05 0.000155943 0.000253416 0.000117771 -0.000805985 0.000287557 7.96462e-05 0.000343108 0.000615299 0.000279988 0.000579293 0.000981772 0.000349379 0.00111828
internal_weight=0 0.0192761 0.0180807 0.0170531 0.0159499 0.00247642 0.0134735 0.0107764 0.00936142 0.00820076 0.00650646 0.0052917 0.00385444 0.00247358 0.00269708
internal_count=3910 3298 2945 2733 2512 745 1767 1508 1264 1122 703 328 191 134 259
is_linear=0
shrinkage=0.00473777


Tree=1584
num_leaves=14
num_cat=0
split_feature=11 0 43 43 42 43 42 15 15 15 52 2 49
split_gain=7.40384e-05 8.79963e-05 0.000195952 0.000148074 0.000112604 0.00015299 0.000151072 0.000232106 0.000261605 0.000287533 0.000142824 7.68304e-05 0.000139689
threshold=0.08184000000000001 -0.017269999999999997 -0.24333999999999997 -0.084699999999999984 -0.088669999999999985 0.054875000000000007 0.091330000000000008 0.035895000000000003 -0.0089749999999999986 -0.074174999999999977 0.0033900000000000002 0.085005000000000011 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 7 8 9 10 11 -6 -13
right_child=-2 3 4 -5 5 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.002308532240410078 -0.0013458982218835717 0.0022349093798297893 0.0018047827833478939 -0.00018509693281342846 0.0010748560384011335 -0.0019174041676664553 0.0017029787152512642 -0.001977484687195752 0.0024919680037451611 -0.0027077500853383446 0.002058416034641115 0.00047997988116653623 -0.0019490550804475684
leaf_weight=0.0012347389833590834 0.0012933072944344695 0.0015581513120619672 0.0011714030565889476 0.0018382705969905771 0.0012654880160501156 0.0013352550334976713 0.0017670161470852786 0.0018503714405326216 0.001473522893217615 0.0012401925787483975 0.0012810737998956712 0.0017652914499485545 0.0014288232291560007
leaf_count=169 224 106 334 235 139 424 574 627 161 326 207 118 266
internal_value=0 8.16851e-05 -9.94696e-05 0.000925111 8.76297e-05 -6.24019e-05 0.000142779 -0.000124757 0.00028074 -0.000186006 0.000358782 -0.000129458 -0.0006066
internal_weight=0 0.0192096 0.0158132 0.00339642 0.0145784 0.013407 0.0120718 0.0103048 0.00845439 0.00698087 0.00574068 0.0044596 0.00319411
internal_count=3910 3686 3345 341 3176 2842 2418 1844 1217 1056 730 523 384
is_linear=0
shrinkage=0.00577531


Tree=1585
num_leaves=15
num_cat=0
split_feature=13 39 457 1375 52 2 15 49 42 0 403 3 4 1
split_gain=7.05762e-05 0.000148506 0.000120498 0.000128932 0.000119856 0.000135765 0.000118235 0.000132929 8.52324e-05 8.18238e-05 0.000180685 0.000113592 0.000130147 6.39716e-05
threshold=-0.094679999999999986 0.005105000000000001 0.082870000000000013 -0.42089999999999994 0.090640000000000012 0.099990000000000009 0.088615000000000013 -0.014479999999999998 -0.0060199999999999993 0.12346000000000001 0.03138500000000001 -0.078669999999999976 -1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 5 -1 7 -2 -3 10 11 -9 -13 -14
right_child=1 8 3 -5 -6 -7 -8 9 -10 -11 -12 12 13 -15
leaf_value=0.00016242411937948407 -0.0023790352744142806 4.3042874239968211e-05 -0.00095634633078957082 0.0016498857377153313 -0.00097746451415941398 0.0025270130532409119 -0.0020844728899974962 -0.0017113460762733126 0.0023288387579467515 -0.0016759876456028339 0.0021935809672515398 0.0014796544017077833 -0.0012472989865630071 0.00047374382390571605
leaf_weight=0.0018535853422933365 0.0010312105363379362 0.0010626972963441728 0.0010081284262428714 0.0017020048539624364 0.0011396733143528293 0.0014383543879660232 0.0016900503912485052 0.0015277592138923388 0.0011149645560280764 0.0010626528746807695 0.0011014791036929594 0.0015329353705560572 0.0018693905459426481 0.0011719959553389003
leaf_count=203 171 81 26 186 131 172 760 1059 315 105 201 189 222 89
internal_value=0 -0.000187551 -0.000410272 0.000680407 0.000636747 0.00119559 -0.000679295 -0.000423867 0.00121337 -0.000179959 4.07313e-05 -0.000347877 0.000107503 -0.000584096
internal_weight=0 0.0158753 0.0136976 0.00271013 0.00443161 0.00329194 0.0109875 0.00929742 0.00217766 0.00826621 0.00720356 0.00610208 0.00457432 0.00304139
internal_count=3910 3404 3008 212 506 375 2796 2036 396 1865 1760 1559 500 311
is_linear=0
shrinkage=0.00577531


Tree=1586
num_leaves=29
num_cat=0
split_feature=14 133 133 401 123 1447 124 1374 1 48 158 160 130 133 1 156 0 484 43 43 49 457 4 4 43 1 3 1
split_gain=0.000519919 0.000436727 0.000475249 0.000449373 0.00044272 0.000413623 0.000395959 0.000332345 0.000442354 0.000598358 0.000431894 0.000357672 0.000293309 0.000840312 0.000260713 0.0003696 0.000326654 0.000304149 0.000279034 0.000404919 0.000229369 0.000292903 0.000392332 0.000338811 0.00022356 0.000199197 0.000191946 0.000203354
threshold=0.077685000000000018 -0.26719999999999994 -0.15498499999999996 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.013479999999999999 -0.094679999999999986 0.14000500000000002 0.11930500000000001 0.087355000000000016 -0.10117499999999999 -0.0015749999999999998 -0.084614999999999982 0.11198000000000001 0.091280000000000014 -0.10303999999999998 0.084750000000000006 -0.15648499999999999 -0.08921999999999998 0.090445000000000011 0.088175000000000017 -0.0021099999999999995 0.05309500000000001 -0.082094999999999987 0.092550000000000007 -0.084014999999999992 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 9 10 11 -9 13 -13 15 17 -16 18 -14 -20 21 22 26 -24 -6 -25 -21 -28
right_child=-2 2 3 -5 24 6 7 8 -10 -11 -12 12 14 -15 16 -17 -18 -19 19 20 -22 -23 23 25 -26 -27 27 -29
leaf_value=-0.00094360609984791199 -0.0010714728871422977 0.0010236347472474554 -0.00089898097184983158 -0.00096852931728548444 0.00023355229977540552 -0.00079323046464172984 -0.00056782083865341139 -0.00051785805077903002 0.0011169745320069029 -0.00084899456488510858 -0.00083770431877715722 0.00077071250385771597 0.0008148049725253617 -0.0011258685103779098 0.0013640195909299037 -0.00067764278214953893 0.00021894390921555902 0.0010574982611128855 -0.00071883218180438923 0.00084648897715873138 0.00089710744831471864 0.00092443355452213524 -0.0010125208983731222 0.00037583944888228756 0.0012165258011910308 -0.00039689296792166755 -0.00024623137612873349 0.00056161916692868492
leaf_weight=0.0011625295281504347 0.0011442157366478014 0.0011778484829108029 0.0012521584136388061 0.0011402444588346486 0.001199450550243869 0.0013993293090456263 0.0019215233197424899 0.0016982489295533079 0.0010449178590749 0.0016482029675222156 0.001088555282177924 0.00103809950761935 0.0017534447703937443 0.0013193282468249882 0.0012061106233312024 0.0010505634217883022 0.0012739400392557379 0.0011827106506361327 0.0012230680286160504 0.0015241885064050022 0.0011710724900244615 0.0011110363123849618 0.0011322195704388544 0.0016466469403477735 0.0011059273932099148 0.0016720321534151594 0.0015297111761427562 0.0015704294747691527
leaf_count=226 126 83 319 313 133 69 62 244 84 81 169 39 69 219 60 180 101 121 150 189 87 56 64 37 157 32 268 172
internal_value=0 7.75409e-06 3.84069e-05 5.15922e-06 3.80427e-05 -1.08429e-05 2.59747e-05 6.57698e-05 0.000111055 7.03765e-05 0.000133015 0.000178753 0.000234022 -0.000290704 0.000298967 0.000227583 0.000775823 0.000288872 0.000225451 0.000143308 0.000236151 0.000160164 6.65978e-05 -0.000267618 0.000705101 -1.34821e-05 0.000388279 0.000162999
internal_weight=0 0.0372435 0.036081 0.0349032 0.0337629 0.0314575 0.0302054 0.0288061 0.0268845 0.0258396 0.0241914 0.0231029 0.0214046 0.00235743 0.0190472 0.0165671 0.00248005 0.0155166 0.0143338 0.0125804 0.0113573 0.0101863 0.00907523 0.0044509 0.00230538 0.00331868 0.00462433 0.00310014
internal_count=3910 3784 3558 3475 3162 2872 2553 2484 2422 2338 2257 2088 1844 258 1586 1425 161 1245 1124 1055 905 818 762 133 290 69 629 440
is_linear=0
shrinkage=0.00157699


Tree=1587
num_leaves=31
num_cat=0
split_feature=14 1213 133 133 376 376 1374 44 3 52 403 16 13 43 16 12 12 42 50 4 0 0 2 151 3 1 3 15 2 4
split_gain=0.000548037 0.000478585 0.000392805 0.000593513 0.000497757 0.000637599 0.000423829 0.000440483 0.000681205 0.000307467 0.000500237 0.00040706 0.00028634 0.000415914 0.000635501 0.000427702 0.000440389 0.000390702 0.000576266 0.000415279 0.000382884 0.000303381 0.000461539 0.000497739 0.000436378 0.000339627 0.000302124 0.000297044 0.000168258 0.000161214
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.16268499999999997 0.11339000000000002 0.048375000000000008 0.087110000000000007 0.088980000000000017 0.24227500000000002 -0.42985499999999993 -1.0000000180025095e-35 0.41476000000000007 0.24518500000000001 -0.15109999999999998 0.15737500000000001 0.092365000000000017 0.096485000000000015 0.088115000000000013 0.082725000000000007 -0.017449999999999997 -0.10071499999999999 -0.10209999999999998 0.086545000000000025 -0.044604999999999992 0.12046500000000002 0.090740000000000015 -0.11171999999999999 0.084360000000000004 0.10184000000000001 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 -5 -11 12 13 26 15 17 -17 18 19 27 21 22 -21 -24 25 -25 -12 29 -16 -15
right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 11 -13 -14 14 28 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076278862290565634 -0.00095817294217014949 -0.00081788066517656118 0.0010439654312776451 -0.00067141074818798574 -0.00095164541373746398 0.00092983891351397345 -0.00087301004184590295 -0.00084947390215533622 0.0011668579873541573 -0.00090055270581771286 0.0011527207980376614 0.00076648748270172033 -0.00063909749268136016 0.00049803533326636088 -0.00033400429375249536 -0.0010317050089750706 8.5640402068351472e-05 0.00072925904793741056 -0.00088685788436114205 -0.00059052832590894804 -0.00058297725260472082 0.00088354605349871948 -0.000390974996530226 0.00044614861364956882 -0.00022146819053309663 0.0014284559886176644 0.00020012872864434789 7.2976944722488797e-05 -0.0011035384982264226 0.0012635422902985917
leaf_weight=0.0015823550644412368 0.0012356428621468343 0.0010632952226450878 0.0012163598272967304 0.001206700589343245 0.0010246881883758654 0.001633317584121329 0.0010592384730571105 0.0010870000299405538 0.0011249553335689879 0.0010579607229601875 0.0011927444654329378 0.0017529534593015974 0.0011565706185578386 0.0010272521201244444 0.0012861828043069226 0.0012767282570103058 0.0016492652796738505 0.0023551898220963144 0.0011097715932308636 0.0017292586081829597 0.001694411827150826 0.0010376882755629311 0.0017986654439940972 0.0021347820334014491 0.0012376672182483617 0.0010820070875183774 0.00157772314695137 0.0013662674029187305 0.0010552397153418269 0.0012372272176257451
leaf_count=578 126 205 56 316 33 155 91 38 126 539 42 71 80 18 69 123 146 230 171 36 289 5 71 37 16 33 68 58 26 58
internal_value=0 7.34892e-06 3.84118e-05 6.22667e-05 2.99514e-05 5.79481e-05 1.6422e-05 4.47699e-05 7.50071e-05 3.54135e-05 6.40202e-05 9.95058e-05 5.621e-05 8.73215e-05 2.45451e-05 0.000104191 -0.000401902 0.000187336 0.000104753 0.000181465 3.9998e-05 0.000157023 6.25774e-05 0.000243189 0.000499259 0.00077656 0.00061024 0.000598941 -0.00068082 0.00091628
internal_weight=0 0.0408135 0.0392311 0.0381678 0.0369515 0.0359268 0.0342935 0.0332342 0.0321472 0.0310223 0.0298156 0.0287576 0.0270046 0.0258481 0.0230776 0.0207362 0.00292599 0.0178102 0.015455 0.0143452 0.0107145 0.00902007 0.00798238 0.00625312 0.00445446 0.00321679 0.00277047 0.00363075 0.00234142 0.00226448
internal_count=3910 3784 3206 3001 2945 2912 2757 2666 2628 2502 2186 1647 1576 1496 1386 1291 269 1022 792 621 487 198 193 157 86 70 110 134 95 76
is_linear=0
shrinkage=0.00142833


Tree=1588
num_leaves=17
num_cat=0
split_feature=484 151 1 15 474 2 4 1 47 51 150 2 133 1 16 51
split_gain=7.48824e-05 9.46234e-05 0.000138066 0.000154602 0.000116247 0.000166614 0.000193943 0.000217619 0.000140262 0.00013972 0.000190195 0.000122131 0.000194745 7.51307e-05 0.000286295 6.84914e-05
threshold=-0.0043499999999999988 0.087190000000000017 0.12730000000000002 0.091915000000000011 0.084655000000000022 0.086650000000000019 -0.0025899999999999994 0.087545000000000026 0.092255000000000018 0.08955500000000001 0.085200000000000012 0.11165000000000001 0.089845000000000022 0.078340000000000007 0.15100500000000003 -0.24028999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 10 11 12 13 14 -7 -4
right_child=1 -3 15 -5 -6 9 8 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00098228862902115612 -0.0011913425483053113 0.0012616654305418165 0.0002357846787910614 -0.0017137606540966613 0.0012349848938056297 -0.00098172823975192867 -0.0028166318535769765 0.0014846111106021399 -0.00074367364780112051 -0.00099741353885789618 0.001986914827378498 -0.00095275666314373895 -0.0011245024257115468 0.002013960655066151 0.0020689138609122 0.0018329660011482561
leaf_weight=0.001405514652268655 0.0011931103573647461 0.0011863625609281189 0.0010057143504286215 0.0011281023873183629 0.0012669766488712106 0.0011462647350142102 0.0010940565296224678 0.001137108926067526 0.0014595540998063872 0.0015156243326078442 0.0012908354349399909 0.0014871675623439468 0.0010762865845284283 0.0010087811636588229 0.001213046693971237 0.0010528336808122108
leaf_count=612 494 124 29 484 258 287 148 224 76 194 150 190 180 134 50 276
internal_value=0 6.421e-05 -1.43836e-05 -0.000151523 -3.31547e-05 -0.000151105 -0.0007986 0.000114479 -0.0016318 0.000210791 0.000464334 0.000132987 0.000496296 0.00101423 0.000586768 0.00105265
internal_weight=0 0.0192618 0.0180755 0.0160169 0.0148888 0.0136218 0.00488383 0.00233022 0.00255361 0.00873801 0.00722238 0.00593155 0.00444438 0.00336809 0.00235931 0.00205855
internal_count=3910 3298 3174 2869 2385 2127 942 718 224 1185 991 841 651 471 337 305
is_linear=0
shrinkage=0.00437696


Tree=1589
num_leaves=17
num_cat=0
split_feature=4 2 42 3 151 15 15 151 15 42 16 133 16 43 0 16
split_gain=6.80822e-05 0.000134353 0.000191075 0.00014399 0.000125593 0.000187224 0.00012199 0.000104333 0.000109604 6.27667e-05 0.000257622 0.000114221 0.000132979 0.000112511 0.000109996 9.09445e-05
threshold=0.15927500000000003 0.10836000000000003 0.08401500000000002 0.11818000000000002 -0.095804999999999987 -0.10312999999999999 0.090505000000000016 0.056555000000000001 -0.094924999999999995 0.086700000000000013 0.22945500000000005 -0.085714999999999986 0.032820000000000009 -0.082094999999999987 -0.07773999999999999 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 7 8 -7 11 -11 -10 14 -14 15 -13
right_child=1 3 -4 -5 5 6 -8 -9 9 10 -12 12 13 -15 -16 -17
leaf_value=0.0017385130751390219 0.0027489679299611534 0.00085317841264357253 -0.00036645471702328677 -0.0019170661939082406 -0.0026524574928178338 0.0016421334847020318 -0.0016845735482167287 -0.0015643233324020931 0.0018948464347412672 -0.0028829138092041607 0.0010189159069841256 -0.0010808748300040012 0.00042116712584231656 -0.0020200762962018911 0.002166977688911755 0.0011583150902239911
leaf_weight=0.0010068320545019724 0.0015232766558969371 0.001336733548733253 0.00107761849114546 0.0010936445640312153 0.0010329625302851258 0.0014868503566540263 0.0014781724357558956 0.0011713508298529804 0.0011296159548011856 0.001044161104337759 0.0011291454050628702 0.0012356044448642561 0.0010025067662952358 0.0015272904515702956 0.001067611388856496 0.0010984303869861142
leaf_count=181 165 218 124 103 221 111 674 102 231 448 182 503 123 224 125 175
internal_value=0 0.000563759 0.00145817 -0.000393402 -0.000194825 -0.000329967 -0.000150542 4.01281e-05 0.000215423 -1.42954e-05 -0.000855711 0.000244682 -6.95843e-05 -0.00105266 0.000661528 -2.70798e-05
internal_weight=0 0.00503127 0.0026009 0.00243038 0.0154105 0.0144037 0.0133707 0.0118926 0.0107212 0.00923437 0.00217331 0.00706106 0.00593144 0.0025298 0.00340165 0.00233403
internal_count=3910 610 289 321 3300 3119 2898 2224 2122 2011 630 1381 1150 347 803 678
is_linear=0
shrinkage=0.00566207


Tree=1590
num_leaves=31
num_cat=0
split_feature=14 1429 1213 4 480 1374 133 1374 11 1456 1 133 150 151 1 52 160 47 0 52 2 51 133 16 16 0 0 4 43 16
split_gain=0.000801037 0.000769032 0.000587452 0.000551389 0.000800268 0.00051273 0.000538449 0.000473981 0.000472768 0.000554964 0.000532229 0.000560523 0.000575103 0.000453236 0.000420842 0.000488968 0.000498162 0.000416888 0.000482326 0.000415113 0.000310299 0.000345217 0.000310283 0.000367006 0.000320919 0.000584034 0.000288442 0.000265352 0.000226305 0.000417681
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.087785000000000016 -0.26719999999999994 -0.094679999999999986 0.088315000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.15498499999999996 0.075065000000000007 -0.083919999999999981 0.085410000000000014 -0.0045699999999999985 -0.089804999999999982 0.09550500000000002 -0.10575999999999998 -0.07125999999999999 0.10457000000000001 -0.14636999999999997 0.10681500000000001 -0.0029949999999999998 -0.48509999999999992 -0.084074999999999997 -0.10783 -1.0000000180025095e-35 -0.24333999999999997 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 19 9 -9 13 -12 14 -11 -13 20 -17 18 -18 -8 21 -16 23 24 -15 -26 -19 -20 -25 -30
right_child=-2 2 3 -5 -6 -7 7 8 -10 10 11 12 -14 22 15 16 17 26 27 -21 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.0012473060001994148 -0.0011641354506187901 -0.00084746363264443989 -0.00094633156500135518 0.0011868160919030076 -0.0012861098193701749 -0.0010009833587477674 -0.0011828507131405176 -0.00081889415986715036 -0.00060828013021554039 -0.00084933271567294783 0.0015259041692701975 0.001073370999574861 0.0010148231384334192 0.00065141503389079254 0.00075942527963072275 -0.00094800054402449077 0.00049858237540956283 9.2818225065520194e-05 -4.3744102990484915e-05 8.1337833418007794e-05 0.001247097910194033 -0.00038165191274662871 -0.0005024647810984537 0.0011692456263699563 -0.001007814203761864 0.00018811798872779795 0.0010191981085084397 -0.00094149197346291198 0.0010926985188867699 -4.7053657785206842e-05
leaf_weight=0.0011464912044095157 0.0014544267530576241 0.0017264768200315741 0.0011198164358046095 0.001035920216167995 0.0010522042761973984 0.0010203901203746915 0.001163896379043905 0.001159846163806987 0.001686959506272955 0.0012678589039796804 0.0010674201151346088 0.0013421611585293656 0.0027888335384340648 0.001237676159925984 0.0016490777812487867 0.0012247200321766636 0.0016592449337879877 0.0016582843543222481 0.0014522103945115916 0.0013307240481239537 0.0012768041711339606 0.0010293235699080352 0.0016213771371315642 0.0010896706860759053 0.0015274999828804887 0.0027037770612476902 0.0015584452705851293 0.0017180351424234443 0.0011926977224747653 0.0021612606661053357
leaf_count=180 126 578 190 179 216 84 13 261 75 140 16 45 255 36 36 62 46 49 167 53 89 100 239 28 217 141 47 78 76 88
internal_value=0 2.1976e-06 3.58866e-05 7.32697e-05 4.42571e-05 8.04206e-05 0.0001097 0.000142038 0.000189666 0.00023123 0.000270235 0.000438484 0.00037161 2.80875e-05 0.000248479 0.000164771 -2.93954e-05 0.000110426 -0.000176783 -0.000508485 0.000619894 0.000320903 0.000124537 0.000227094 -4.1062e-05 -0.000243616 0.000541632 -0.000530256 0.000557125 0.000358252
internal_weight=0 0.0436691 0.0425226 0.0407961 0.0397602 0.038708 0.0376876 0.0365678 0.0340732 0.0323862 0.0312264 0.0184246 0.0173571 0.0128018 0.0145683 0.0132261 0.00927094 0.00804622 0.00482949 0.00249462 0.00395521 0.0026784 0.011534 0.00991258 0.00546895 0.00423128 0.00321673 0.00317025 0.00444363 0.00335396
internal_count=3910 3784 3604 3026 2847 2631 2547 2357 2291 2216 1955 990 974 965 719 674 449 387 291 66 225 136 825 586 394 358 96 245 192 164
is_linear=0
shrinkage=0.00154607


Tree=1591
num_leaves=14
num_cat=0
split_feature=49 42 151 484 1 52 52 43 12 3 2 3 51
split_gain=7.14273e-05 9.48935e-05 0.00010232 0.000110675 0.000113041 0.000117452 0.00014175 0.000129078 0.000145376 0.000229008 0.000203597 0.0001422 0.000127203
threshold=-0.14917999999999998 0.10269500000000001 0.056555000000000001 -0.0043499999999999988 0.13535500000000003 -0.048794999999999991 -0.088354999999999989 -0.15648499999999999 0.090840000000000018 0.090325000000000003 0.089710000000000012 -0.078884999999999997 -0.094874999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 12 -7 9 10 11 -9 -5
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0010971989780486043 -0.0014897434886153652 -0.0015295173609995584 -0.0012998905772559125 0.0015027644621237973 0.0020239798227491821 0.0013791596515271808 0.001976294242607729 -0.001704739029942633 -0.0019189925374769503 -0.0018022026936269527 0.0020763140075537334 0.00067499081890891755 -0.00094602474602194838
leaf_weight=0.0015945004646392138 0.0011544413302310387 0.0012858361171096287 0.001624172431654968 0.0010435695340053619 0.0010028320538885737 0.0012934204614521031 0.0019145302943599481 0.0012649691678468808 0.001639909379130236 0.0017199430561749551 0.0016256027253019473 0.0018047091954783495 0.0015786978680618069
leaf_count=129 549 425 142 234 156 148 208 680 464 120 195 140 320
internal_value=0 -0.000102122 1.7675e-06 0.000133549 0.00025942 0.00013198 0.000850474 -0.000216701 -0.00047295 -0.000103302 0.000519028 -0.000305661 2.85066e-05
internal_weight=0 0.0189526 0.0176668 0.0160426 0.0148882 0.0138854 0.0045368 0.00934855 0.00805513 0.00641522 0.00469528 0.00306968 0.00262227
internal_count=3910 3781 3356 3214 2665 2509 762 1747 1599 1135 1015 820 554
is_linear=0
shrinkage=0.0054422


Tree=1592
num_leaves=16
num_cat=0
split_feature=13 39 151 15 2 2 2 3 15 3 39 52 2 1 0
split_gain=7.75128e-05 0.000108034 0.000114504 0.000197994 0.000108778 0.000221663 0.000166988 0.000105566 0.000120907 0.000169026 9.29634e-05 8.33344e-05 0.000115836 6.22943e-05 0.000133707
threshold=-0.094679999999999986 0.005105000000000001 0.079335000000000017 0.088615000000000013 0.11230000000000001 0.10488500000000002 0.095195000000000016 -0.10628499999999998 0.083935000000000023 -0.076734999999999984 0.10096000000000001 0.090640000000000012 0.099990000000000009 0.086560000000000012 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 6 7 -2 9 -9 -3 12 -1 -11 -15
right_child=1 10 -4 -5 -6 -7 -8 8 -10 13 -12 -13 -14 14 -16
leaf_value=0.00012970472664354152 0.0011112772288046329 0.0016091674464545286 0.0010327829841810566 -0.0018711779518085286 -0.0011277755870834876 0.0018541001360545103 -0.0018783759251724526 -0.0021048192612286845 0.001062246452964419 0.00065150441299356894 -0.00015432797981392585 -0.00049831518394724322 0.0017532254107255482 -0.0015378924131583189 0.00042238964798566129
leaf_weight=0.0018406766569973856 0.0012558886072527344 0.0011122389793123055 0.0011119512985273703 0.0014926754143466331 0.0019489146023659318 0.0010398722804357144 0.0010148626799699328 0.0010122561339633244 0.0010477391918583476 0.0012534177944361086 0.0010897444255875341 0.0011509771754522058 0.0014441246428085197 0.0012284756109721684 0.0013391466390653139
leaf_count=203 146 260 100 763 255 166 215 693 400 112 136 131 172 44 114
internal_value=0 -0.000146 -0.000287365 -0.000403562 -0.000206923 -1.16735e-05 -0.000249679 -1.80796e-05 -0.000259253 -0.000545721 0.000736427 0.000495307 0.000843467 -0.00013269 -0.000515505
internal_weight=0 0.0159472 0.0137452 0.0126332 0.0111406 0.00919166 0.00815179 0.00713692 0.00588104 0.0048333 0.00220198 0.00443578 0.0032848 0.00382104 0.00256762
internal_count=3910 3404 3008 2908 2145 1890 1724 1509 1363 963 396 506 375 270 158
is_linear=0
shrinkage=0.00429114


Tree=1593
num_leaves=24
num_cat=0
split_feature=14 1213 1456 13 131 52 16 13 157 16 4 52 457 16 151 2 133 1 15 48 0 2 15
split_gain=0.000364581 0.000339198 0.00023551 0.000232245 0.000231332 0.00026635 0.000344761 0.000369412 0.000271991 0.000251872 0.000240585 0.000203644 0.00018779 0.000192045 0.000408498 0.00034464 0.000301721 0.000267123 0.000173266 0.000171503 0.000156144 0.000155952 6.38043e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.097135000000000013 -0.24456499999999998 0.22945500000000005 0.17936000000000002 -0.071454999999999977 0.050115000000000007 -0.16401499999999997 0.090640000000000012 -0.068264999999999978 -0.089559999999999987 -0.044604999999999992 0.086650000000000019 0.083815000000000014 0.092385000000000009 -0.096369999999999983 0.092065000000000022 -0.10209999999999998 0.097940000000000013 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 5 22 7 8 -7 10 -10 19 -12 14 -14 -16 17 -15 -17 21 -19 -4 -5
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 12 -13 13 16 15 18 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.00073499960037539357 -0.00080525133844908678 -0.00060601890959969488 0.00039202253530386271 -0.00073735351453703966 0.00056282745385293279 0.00064758639917317717 0.00067440046073692585 -0.00068755914604650813 0.00063470562592763183 -0.00060289034405820458 -0.00058542223403183194 -9.8104058821896147e-05 -0.00054170509902239951 -0.00085994059210748447 -0.00013884740868814452 0.0010900106694813425 0.00041497952102985207 -0.00048571529759406691 0.00038308303792633898 4.4612692774173943e-05 0.00021595795757854645 0.0010279603579191148 -0.00025624039699858334
leaf_weight=0.0010949901112763246 0.0010593258772328409 0.0010131353018028927 0.0018630358662369553 0.0010605561847453204 0.0012916348831699806 0.0012235639481210656 0.0013888277510423199 0.0014990658020386924 0.001135191455998546 0.0012998501925650672 0.0010358940242796164 0.001698078909760925 0.0010585538390454619 0.0013049948078519974 0.0013786941024893119 0.0012110119551375365 0.0012730776110554329 0.0010597197659230062 0.0014193051729354256 0.0012991799039751006 0.0013711203629566127 0.0011917005475632347 0.0010184105157715574
leaf_count=576 135 310 122 170 190 248 109 137 48 84 94 111 87 308 169 114 323 39 109 86 80 114 147
internal_value=0 1.46284e-05 4.38452e-05 6.81571e-05 -4.52362e-08 -3.68794e-05 1.78405e-05 -3.82041e-05 2.76972e-05 -2.82895e-05 3.26937e-05 0.000305146 -2.88052e-05 2.84168e-05 0.000216845 0.000417135 -0.000162218 -0.000358912 0.000708556 0.000462419 -8.99351e-05 0.000640112 -0.000501674
internal_weight=0 0.0291896 0.0280946 0.0270815 0.0210295 0.0197378 0.0176589 0.01627 0.014771 0.0135474 0.0122476 0.006052 0.0111124 0.0100765 0.00506757 0.00400901 0.00500891 0.00373583 0.00263032 0.00435392 0.00243084 0.00305474 0.00207897
internal_count=3910 3775 3199 2889 2456 2266 1949 1840 1703 1455 1371 433 1323 1229 479 392 750 427 223 322 119 236 317
is_linear=0
shrinkage=0.00137286


Tree=1594
num_leaves=31
num_cat=0
split_feature=14 1213 133 160 133 52 403 1374 1374 150 12 484 475 42 133 49 47 38 3 3 39 52 9 4 2 2 4 12 52 0
split_gain=0.000718502 0.000529669 0.000473235 0.000508581 0.000467222 0.000421112 0.000525549 0.00046315 0.000423855 0.000415968 0.000502618 0.000465964 0.000445328 0.000532825 0.000405417 0.000306618 0.000294135 0.0002473 0.000394106 0.000308851 0.00052805 0.000504451 0.000263684 0.000505654 0.000294209 0.00044943 0.000184046 0.000127889 0.000102582 7.5818e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.16268499999999997 -0.42985499999999993 -1.0000000180025095e-35 -0.094679999999999986 0.090240000000000015 0.084800000000000014 0.088375000000000023 -0.08231999999999999 -0.067819999999999978 0.088115000000000013 0.091545000000000015 -0.0092149999999999992 0.086425000000000016 1.0000000180025095e-35 0.16699000000000003 0.10856000000000002 0.005105000000000001 0.09716000000000001 0.084755000000000011 0.15927500000000003 0.085255000000000011 0.090420000000000014 -0.0070149999999999995 0.084235000000000018 0.088660000000000003 -0.21145499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 11 29 -9 -13 15 16 26 28 18 19 20 22 -21 23 24 27 -26 -14 -17 -15 -11
right_child=-2 2 3 4 5 6 7 8 -10 10 -12 12 13 14 -16 17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00071614425274320282 -0.00093023431303200131 -0.00078118338664123483 -0.0008115429656466829 0.00092321960060845107 -0.00066064572951881001 -0.00080324507357211917 -0.00046585846458144822 -0.00070585938592015497 -0.00064180013323408174 0.00067291133125625777 -8.051574888701338e-05 0.00089144193268171168 -5.6175033182090264e-05 0.00069206295301990368 -0.00024003537250975795 0.00048479423290733392 0.00019075637479992725 -0.00051372857481219803 0.00083010095788662588 -0.00079175170910518087 0.00089781692007998752 0.00030881750979946428 -0.0004494761157869244 0.00086959239780617871 -0.00091939315529782821 0.00010523668947981514 -0.00079455818397243408 -7.0049859535686515e-05 0.0011953191878300864 0.0011082934998094688
leaf_weight=0.0015822431940911699 0.0013766604788816297 0.0011126987681652203 0.0010482851342125668 0.0010379958688222493 0.0012581390757344648 0.0010319084355651922 0.0020510077286157715 0.0010378587621551047 0.0010291459423044094 0.0012539337715082866 0.0012628263615090951 0.001275064347080245 0.0010654111853547477 0.0015280382019956509 0.0010072301611438184 0.0017701785353205768 0.0014128651295717276 0.0010554317480213635 0.001161768450420154 0.0015596427587389891 0.0013558083745860991 0.0011744031097151719 0.001438619264774843 0.0012733854147966017 0.0011386544791256448 0.0017423205306612011 0.0011074798609200789 0.0010735234694443652 0.0011358771121741107 0.001321448267626201
leaf_count=578 126 205 244 53 322 532 66 242 63 40 57 129 81 94 106 36 54 45 64 38 75 20 48 36 92 83 45 75 68 193
internal_value=0 2.36313e-06 3.33224e-05 5.87743e-05 8.51731e-05 5.92233e-05 8.72948e-05 0.000116718 0.000157665 0.000186892 0.00057492 0.000125636 0.000162713 0.000120478 0.000480522 1.22735e-05 0.000658546 7.78251e-05 0.000123437 5.78973e-05 0.000163128 -0.000319005 4.50602e-05 0.000146724 -1.40694e-05 -0.00029973 -0.000432514 0.000275336 0.000906648 0.000896309
internal_weight=0 0.0383032 0.036721 0.0356083 0.03456 0.033522 0.0322638 0.0312319 0.0291809 0.0281518 0.00383821 0.0243136 0.0232757 0.0220006 0.00508401 0.0169166 0.00407678 0.0147437 0.0136883 0.0125265 0.00979249 0.00273405 0.00843668 0.00699806 0.00572468 0.00288098 0.00217289 0.0028437 0.00266392 0.00257538
internal_count=3910 3784 3206 3001 2757 2704 2382 1850 1784 1721 290 1431 1189 1060 322 738 216 612 567 503 445 58 370 322 286 175 126 111 162 233
is_linear=0
shrinkage=0.00126831


Tree=1595
num_leaves=28
num_cat=0
split_feature=1213 14 1456 2 480 11 13 52 12 2 453 1374 0 150 159 42 42 48 133 43 1 3 15 12 12 52 2
split_gain=0.000531442 0.000549479 0.000458447 0.000324976 0.000352799 0.000335815 0.000315072 0.000413809 0.000318323 0.000330143 0.000307553 0.000243269 0.000348596 0.000248807 0.000291829 0.000276766 0.000435811 0.000248607 0.000471274 0.000388067 0.000305393 0.000297174 0.000241017 0.000307941 0.000196323 0.000103029 7.5786e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.14808000000000002 0.086640000000000009 0.088315000000000018 -0.091229999999999992 0.090640000000000012 -0.051479999999999991 0.097940000000000013 1.0000000180025095e-35 -0.094679999999999986 -0.230625 0.086420000000000011 0.093320000000000014 -1.0000000180025095e-35 -0.088669999999999985 0.078735000000000013 0.084285000000000013 -0.074254999999999988 0.092550000000000007 -1.0000000180025095e-35 -0.017214999999999998 0.086935000000000012 0.085185000000000025 0.083750000000000005 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 -10 11 -8 -13 14 15 16 22 18 19 25 21 -21 -14 -24 -19 -17 -9
right_child=1 -3 3 -5 -6 -7 10 26 9 -11 -12 12 13 -15 -16 17 -18 24 -20 20 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.0008063268554608519 -0.00068015498387024751 -0.00086067082598856586 -6.4376717391476175e-05 0.00073520224468662254 -0.0006923319611651965 -0.00054004102723251637 -0.00038769725698585078 0.00012467336623032493 0.00042775734823870579 0.0012470451168224231 -0.00060416781856272928 0.00071719955707558463 -0.00034955072401746535 -0.00043361404871680156 -0.00046489342081553321 0.00046053177903194559 -0.00085442787834727799 0.00032925018712232697 -0.000609780871598941 -9.9448336357872436e-05 -0.00038252970961793028 0.00085345888723083142 0.00080994914578967733 -0.00015125485651874652 0.0010235270060890381 0.00098831959842414756 -0.00038601975421564814
leaf_weight=0.0014090853377967802 0.0014351214690240663 0.0011931493493257941 0.0010049921771305703 0.0012737392568221142 0.0010618427319173665 0.0014442476501859139 0.0018121357513596328 0.0010221212962253645 0.002002167323346681 0.0014965450710158201 0.0012257587662456429 0.0015549273422301646 0.0012649144646579846 0.001582832637269326 0.0013921696583173429 0.0014769313596587202 0.0010428179838205516 0.0017624460752247995 0.0011789840197393986 0.0011986339317040517 0.0017201296294620388 0.0010862983478130521 0.0012555512592422602 0.001079166915767038 0.0011866934636630688 0.0011419632556162185 0.0010019461766996862
leaf_count=592 312 112 67 160 216 114 61 60 89 79 73 68 101 174 201 74 380 139 359 96 116 17 48 73 61 36 32
internal_value=0 1.97989e-05 5.00692e-05 8.15679e-05 5.55473e-05 8.12188e-05 0.000111644 0.000367455 0.000590181 0.000778201 3.89221e-05 7.51869e-05 0.000117286 6.65054e-05 0.000113662 0.000165982 -0.000103278 0.000282242 0.000158887 0.0002957 3.74297e-05 0.000353581 0.000114332 0.000365656 0.000608618 0.000690673 -0.000128128
internal_weight=0 0.0358982 0.0347051 0.03327 0.0319962 0.0309344 0.0294901 0.00652777 0.0045037 0.00349871 0.0229624 0.0217366 0.0199245 0.0183695 0.0167867 0.0153945 0.00464245 0.0107521 0.00780294 0.00662396 0.00400506 0.00228493 0.00359963 0.00233472 0.00294914 0.00261889 0.00202407
internal_count=3910 3318 3206 2894 2734 2518 2404 327 235 168 2077 2004 1943 1875 1701 1500 602 898 698 339 229 113 222 121 200 110 92
is_linear=0
shrinkage=0.00131955


Tree=1596
num_leaves=17
num_cat=0
split_feature=42 475 15 49 1 1 16 12 52 2 4 15 3 52 1 2
split_gain=8.08733e-05 0.000143077 0.000138165 0.000126948 0.000154082 0.000156927 0.000181578 0.000139278 0.00020645 0.000149193 0.000117664 0.000114957 0.000208661 0.000109653 0.000100819 9.16871e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 -0.081419999999999979 0.11052000000000002 0.094485000000000013 -0.088734999999999994 0.093125000000000013 -0.069134999999999988 0.086650000000000019 -0.0010999999999999996 -0.038029999999999987 -0.060719999999999989 -0.081429999999999989 0.12811000000000003 0.09116500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 13 5 7 -7 8 -5 10 -10 -1 -13 -4 -6 -11
right_child=1 2 3 4 14 6 -8 -9 9 15 -12 12 -14 -15 -16 -17
leaf_value=-0.0018907452343532517 -0.0010796976033877945 0.0017137311418558069 0.0020345625166389098 -0.0021967345017574972 -0.0020542432617975722 -5.1696588285740313e-05 0.0026906614333937228 0.0010759701807702645 0.00013781346060992141 0.0016195465961108086 -0.0020219745087608357 -0.0012559991301100838 0.0014815933602146589 0.00016167476860270998 -0.00015127652640344413 -9.8071623689220078e-05
leaf_weight=0.0010645567579661338 0.001851358716004641 0.0012462002105099327 0.0012239711972334977 0.0011236800584420456 0.001179723868376518 0.0010006861021283342 0.0010020426086483347 0.0015935249955199675 0.0010607965455483323 0.0012144419696607234 0.0010319210565092624 0.0013534387125492681 0.001006897447303424 0.0013781771973898635 0.00113064702172605 0.0013731673975594383
leaf_count=407 555 238 127 212 148 83 177 322 383 172 82 617 36 112 89 150
internal_value=0 0.000117043 0.000259443 0.00013282 -6.93426e-05 0.000189615 0.00132041 -0.000116524 -0.000443931 -2.31072e-05 -0.00092718 -0.000648461 -8.81676e-05 0.00104262 -0.00112297 0.000708058
internal_weight=0 0.0174103 0.015559 0.0143128 0.0117106 0.00940026 0.00200273 0.00739753 0.00580401 0.00468033 0.00209272 0.00342489 0.00236034 0.00260215 0.00231037 0.00258761
internal_count=3910 2850 2295 2057 1818 1581 260 1321 999 787 465 1060 653 239 237 322
is_linear=0
shrinkage=0.00455379


Tree=1597
num_leaves=15
num_cat=0
split_feature=11 13 1 43 484 2 50 0 0 42 16 2 48 3
split_gain=7.35305e-05 8.97709e-05 0.000136233 0.000180746 0.00013045 0.00015072 0.000115231 0.000107834 0.00021436 0.000119828 0.000109751 0.000111768 0.000181315 6.50487e-05
threshold=0.08184000000000001 -0.094679999999999986 0.08844500000000001 0.052855000000000006 0.088645000000000015 0.12068000000000001 0.083475000000000008 -0.017269999999999997 -0.053834999999999994 -1.0000000180025095e-35 -0.006474999999999999 0.085005000000000011 0.087770000000000015 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -3 11 -11 -13 -12
right_child=-2 4 -4 -5 -6 -7 -8 -9 -10 10 13 12 -14 -15
leaf_value=-0.0015185600094477188 -0.0011335707934650293 -0.0011575907826415328 0.0018137025208457011 0.0012345475835547374 -0.0016446881474145823 0.0014953361837764956 -0.0017367699032525879 0.0011613201692722817 -0.0023388194311572499 0.00097418916852819431 0.00039798842622488443 -0.001601834761826982 0.00064939970708978651 0.0021541096923091752
leaf_weight=0.0010777291750874137 0.0013212495469551435 0.0016404168473993959 0.0016464136745412972 0.0012530028495599255 0.0012265449383685725 0.0015238232070040403 0.0010170453997433585 0.0016481426202503415 0.0010214747828445883 0.0016987699826147727 0.0010162961653262248 0.0018905612435216324 0.0016090449615993666 0.0010337755147411922
leaf_count=135 224 721 220 84 280 260 550 165 101 288 251 417 93 121
internal_value=0 6.83946e-05 0.000728261 -3.84878e-05 -0.000102844 3.12858e-05 -0.000146119 -6.15525e-06 -0.000200313 4.54365e-05 0.000317697 -6.31986e-05 -0.000566765 0.00128354
internal_weight=0 0.019303 0.00397715 0.00233073 0.0153259 0.0140994 0.0125755 0.0115585 0.00991034 0.00888886 0.00724845 0.00519838 0.00349961 0.00205007
internal_count=3910 3686 439 219 3247 2967 2707 2157 1992 1891 1170 798 510 372
is_linear=0
shrinkage=0.00492917


Tree=1598
num_leaves=17
num_cat=0
split_feature=403 484 11 1374 51 51 15 1 3 43 13 16 2 12 42 1
split_gain=7.38189e-05 0.000113203 0.000110805 9.96328e-05 0.000175194 0.000130629 0.000116756 0.000179155 0.000154633 0.000110055 0.000147601 0.000137135 0.000136286 0.000131716 9.87789e-05 6.00121e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.094679999999999986 0.077145000000000005 0.092720000000000011 -0.0089749999999999986 0.091035000000000019 0.11265500000000002 -0.083899999999999988 0.15641500000000003 0.15100500000000003 0.085155000000000022 0.086935000000000012 0.08648500000000002 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 14 10 -8 12 -11 -14 15 -9
right_child=1 -3 -4 4 5 -7 9 8 -10 11 -12 -13 13 -15 -16 -17
leaf_value=-0.0011677934707938621 -0.001082152271469333 -0.0013972776048751731 -0.0011824096347461315 -0.0015065737735972787 0.002481831069391472 0.00053812515726231914 0.0024390899104140213 0.00051000080148441869 -0.001223058800767142 -0.00075115615965699531 9.8991132524042753e-05 -0.0013752325153959619 0.0021518649048009489 1.1957709824049163e-05 -0.00041509653084954428 0.0020833867084753795
leaf_weight=0.0010767879052388093 0.0011129666259970241 0.0010495513787019536 0.0012251829634841718 0.0019257212563277776 0.0012030058264536894 0.001774850098016284 0.0011861630592516909 0.0010005051021495515 0.0011957751542198969 0.0011666773801507794 0.0010570352857599552 0.0010110117357134407 0.0012700818183755125 0.0011246605845462165 0.0010642040416760645 0.0010103693521738531
leaf_count=930 60 264 206 660 103 303 147 36 123 272 58 84 92 200 203 169
internal_value=0 5.72036e-05 0.000140493 0.00023526 0.000326957 0.00132335 9.89311e-05 -0.00035346 0.000166477 0.000510232 0.00133639 0.000104924 0.00052511 0.00114688 0.000706812 0.00130055
internal_weight=0 0.0193778 0.0183282 0.017103 0.0159901 0.00297786 0.0130122 0.00619657 0.00427085 0.00681563 0.0022432 0.00457243 0.00356142 0.00239474 0.00307508 0.00201087
internal_count=3910 2980 2716 2510 2450 406 2044 1191 531 853 205 648 564 292 408 205
is_linear=0
shrinkage=0.00455379


Tree=1599
num_leaves=31
num_cat=0
split_feature=1429 14 1213 4 480 133 133 52 123 124 3 484 150 4 12 51 2 16 3 4 16 51 4 52 159 457 133 150 52 2
split_gain=0.000692944 0.000655168 0.000545612 0.000561696 0.000599025 0.000464459 0.000501328 0.000432921 0.000461699 0.000464985 0.00042474 0.000353439 0.00041994 0.000604669 0.000448039 0.000397574 0.000424379 0.000468665 0.000356738 0.000782692 0.000618774 0.000302081 0.00049291 0.000395086 0.000275068 0.000266331 0.000265717 0.000263658 0.000316373 0.00027174
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.08456000000000001 -0.26719999999999994 -0.17468499999999998 0.18936500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.16699000000000003 0.084225000000000008 -0.07009 0.074650000000000008 0.10129000000000001 -0.031524999999999991 0.086650000000000019 -0.055679999999999993 -0.089974999999999986 -0.083329999999999987 -0.057604999999999996 0.08955500000000001 -0.23071499999999998 -0.07125999999999999 -0.23964999999999997 0.085130000000000025 1.0000000180025095e-35 0.08882000000000001 -0.031409999999999993 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -8 11 12 -11 14 15 -14 17 18 -17 -20 -21 22 -18 -23 -9 26 -24 28 -15 -30
right_child=1 -3 3 -5 -6 6 7 24 -10 10 -12 -13 13 27 -16 16 21 -19 19 20 -22 23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00097020820817464708 -0.00067733660186400672 -0.00085432404648014563 -0.00073276299764910935 0.00095416752259936983 -0.00088725856537000974 0.00094420910039978289 -0.00060697733196756517 -1.4104142757903962e-05 0.00065160145649484434 -0.00073889125274565165 0.00071389756762850888 0.00052526284074521886 -0.00074354802902579242 0.0010838243028622101 -0.00087192579731115423 -0.00070764471382731833 -0.00013522043450136671 -0.00092059164409626093 0.0010287817559824833 -0.00083382866428975526 0.00040213734320097903 -0.00063246855719540729 0.00062918871227260844 0.00031601289754048487 -0.00089650227220085244 0.0010477826637718692 -0.00010532682185745563 -0.00017465494740216477 -5.0442214074428307e-06 0.00063647397932517459
leaf_weight=0.0011581089888861576 0.0016066752219344718 0.0013290988072212065 0.0010991026118560834 0.0010614918757554373 0.0010539035919147821 0.0010266970272727596 0.001539252010456015 0.0010507280234288152 0.0021777388790757543 0.0010925304191087273 0.0016155837078675175 0.0022909447476924241 0.001096375242746305 0.0011141148371436316 0.0010122119289878153 0.001003850260837367 0.0023761742811863051 0.0012186695333450542 0.0010574856840053085 0.001317868356950567 0.001193429850829401 0.001370730509308693 0.0022372697919741391 0.0013455994240567648 0.0011375697971708334 0.0012646406041056935 0.0011544346617849421 0.0010960619858260134 0.0019169609611431318 0.0021840716853582798
leaf_count=181 578 125 188 179 240 28 58 173 225 76 100 222 197 31 136 67 39 153 60 159 9 36 88 43 136 27 167 61 39 89
internal_value=0 4.78376e-06 3.28304e-05 6.20081e-05 3.71153e-05 6.34521e-05 8.78349e-05 6.26161e-05 9.84735e-05 5.89772e-05 9.43745e-05 5.777e-05 1.50198e-05 4.93968e-05 -6.8728e-05 -1.98593e-05 3.11978e-05 -0.000235404 -5.27926e-05 0.000131408 -0.000246468 0.000189573 0.000325606 -0.000162615 -0.000472812 0.00056077 0.000379182 0.000379722 0.000496235 0.000336607
internal_weight=0 0.0420413 0.0407122 0.0391055 0.038044 0.0369901 0.035891 0.0348643 0.032676 0.0304983 0.028959 0.0273434 0.0250525 0.0239599 0.0176487 0.0166365 0.0155402 0.0057913 0.00457263 0.00356878 0.0025113 0.00974885 0.00703252 0.00271633 0.0021883 0.00465635 0.0033917 0.00631121 0.00521515 0.00410103
internal_count=3910 3729 3604 3026 2847 2607 2419 2391 2082 1857 1799 1699 1477 1401 1181 1045 848 448 295 228 168 400 321 79 309 282 255 220 159 128
is_linear=0
shrinkage=0.00124344


Tree=1600
num_leaves=31
num_cat=0
split_feature=14 1213 1429 133 160 133 42 123 52 1374 38 456 1 51 42 15 4 13 403 133 4 4 3 457 52 51 0 4 4 4
split_gain=0.000812094 0.000733601 0.000607711 0.000443928 0.000586851 0.000531559 0.000446249 0.000528642 0.000510349 0.000460694 0.000469139 0.000496 0.00042831 0.000565373 0.000537579 0.00060948 0.000300067 0.000550198 0.000444737 0.000356527 0.000436552 0.000665968 0.000361336 0.000808689 0.00033913 0.000332075 0.000340531 0.000293017 0.000717454 0.000189067
threshold=0.077685000000000018 -0.082704999999999987 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.17468499999999998 -0.11145999999999999 0.086620000000000016 -0.077699999999999977 0.087785000000000016 1.0000000180025095e-35 0.086300000000000016 0.10471000000000001 0.12342500000000002 0.086125000000000021 -0.064869999999999983 -0.51381999999999983 -0.097529999999999992 -1.0000000180025095e-35 -0.085714999999999986 -0.23071499999999998 -0.081894999999999982 -0.078669999999999976 0.081330000000000013 0.0033900000000000002 0.08955500000000001 -0.23029999999999998 -1.0000000180025095e-35 0.05309500000000001 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 8 9 -7 10 11 12 16 14 -14 -16 -8 29 -19 -20 -21 -22 23 -23 25 26 -24 -28 -29 -18
right_child=-2 2 3 4 5 6 7 -9 -10 -11 -12 -13 13 -15 15 -17 17 18 19 20 21 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0012347983412724793 -0.0010813284688421048 -0.001062595720842946 -0.00083313710351005509 -0.00099214448008090464 0.0011357420082643637 6.9848453431627165e-05 -0.00054482475968421426 0.0010645052838790937 -0.0013260759086840927 -0.00088170384074757514 -0.00074210015897692016 -0.00084938136413295899 0.0010189823199126024 -0.00025040262594768072 -0.00060016407633666652 0.00084032317455397059 0.001186875984100525 -0.00089789566494997291 0.00072987409076016559 -0.00080363584828419942 0.0008905598566246683 -0.0012238209663953076 0.00064199430864708207 0.00035165150978975118 0.00079961013537490147 -0.00074393564588529602 0.00050206108793493542 -0.0013659970173896484 0.00018140373377250869 0.00043923273781208856
leaf_weight=0.0010456960332199663 0.0016049133855333677 0.0011052205488965008 0.0012098633911883363 0.0010960805446130475 0.0010854042935184429 0.0013090593139478135 0.001572489177299896 0.0012681992823936747 0.0010361407418722551 0.001049831964969882 0.0013445296729746028 0.0010528614896185831 0.004000102305196207 0.0018604952771532624 0.0012439450558092702 0.0013553404923314361 0.0010148534474865301 0.0011029981720723217 0.0016595008186643936 0.0013451084932896021 0.0019345571898578976 0.0015774386455137844 0.0018757818400274573 0.0013228106099667514 0.001304187246151528 0.0011819765756677092 0.0011699357101615515 0.0010391547491455082 0.0018214940201612961 0.0028292842410597664
leaf_count=350 126 180 215 235 47 66 40 182 88 81 75 171 258 58 88 30 12 603 80 69 67 345 26 49 131 30 65 38 38 67
internal_value=0 -5.06976e-06 2.49972e-05 5.38481e-05 8.03756e-05 0.000110245 8.11613e-05 0.000122159 -0.00054689 8.76771e-05 0.000117957 0.000153798 0.000187638 0.000473117 0.000677091 0.000150946 8.14869e-05 0.000127989 1.51986e-05 7.72455e-05 2.92458e-06 8.4945e-05 -5.30643e-05 -0.000505244 0.000103198 -2.49354e-05 0.00011895 -0.000124468 -0.000380703 0.000636611
internal_weight=0 0.0438143 0.0427686 0.0416634 0.0404536 0.0393575 0.0382721 0.0359269 0.0023452 0.0346587 0.0336088 0.0322643 0.0312115 0.00845988 0.00659939 0.00259929 0.0227516 0.0211791 0.0173349 0.0162319 0.0145724 0.0132273 0.0112928 0.00290025 0.00839253 0.00708834 0.00590637 0.00403058 0.00286065 0.00384414
internal_count=3910 3784 3434 3254 3039 2804 2757 2603 154 2421 2340 2265 2094 434 376 118 1660 1620 1541 938 858 789 722 394 328 197 167 141 76 79
is_linear=0
shrinkage=0.00148603


Tree=1601
num_leaves=15
num_cat=0
split_feature=4 2 40 15 3 2 52 12 2 42 15 2 4 15
split_gain=8.57482e-05 0.000125557 0.000141167 0.000126024 0.000156109 0.000130078 0.000206271 0.000137717 0.000125186 0.000180324 0.000121624 0.000113621 0.000106074 6.33761e-05
threshold=0.15927500000000003 0.10910500000000002 -1.0000000180025095e-35 0.088615000000000013 0.10420500000000001 0.097135000000000013 0.089525000000000007 0.085465000000000013 0.10836000000000003 0.08401500000000002 -0.18057999999999996 0.086650000000000019 -0.0010999999999999996 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 11 9 -2 -10 12 -4 -3
right_child=8 13 3 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.002306518089258467 0.0028692306387614083 -8.1702670444875979e-05 0.00061196245434884204 -0.0020101074114465566 0.0020809454929903584 -0.0021096929774123557 0.0021788404962079779 -0.0017636475986178568 0.00079838623246383106 -0.00030011730291951768 -0.0018899449583845297 0.001418030963292309 -0.0016864611560128101 0.0017283888447828474
leaf_weight=0.0013728884544857997 0.0015718678136442147 0.0012693835052116492 0.0014022603516704538 0.0013255446474885546 0.0011151079112998738 0.0012398449188233684 0.0012915991701530419 0.0019966178465615665 0.0014792741265003684 0.001102899211975733 0.0010310812079060983 0.001599757958698933 0.0015008326409448863 0.0015524199910227901
leaf_count=190 165 251 306 717 49 227 284 783 205 124 116 217 65 211
internal_value=0 -0.000233522 -0.000485649 -0.000267732 -4.00959e-05 -0.000301995 -1.43242e-05 -0.000450158 0.00065792 0.0015624 -0.000305795 0.000132259 -0.00057627 0.000914122
internal_weight=0 0.0156663 0.0128445 0.0114716 0.010146 0.00903091 0.00779107 0.00649947 0.00518512 0.00267477 0.00251036 0.00450285 0.00290309 0.0028218
internal_count=3910 3300 2838 2648 1931 1882 1655 1371 610 289 321 588 371 462
is_linear=0
shrinkage=0.00600863


Tree=1602
num_leaves=17
num_cat=0
split_feature=4 15 15 14 16 2 40 42 0 0 3 52 4 51 12 12
split_gain=7.02378e-05 0.000125266 0.000122153 0.000169031 0.000106111 0.000113541 0.000186123 0.000133299 0.000128975 0.000126253 0.000101675 0.000145517 0.000102511 8.81806e-05 6.45782e-05 2.75977e-05
threshold=0.15927500000000003 0.041585000000000004 -0.14487999999999998 -0.10523499999999998 -0.19424999999999998 0.10910500000000002 -1.0000000180025095e-35 0.092145000000000019 -0.077944999999999987 -0.073729999999999976 -0.078884999999999997 -0.069134999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086205000000000018 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6 8 10 -7 14 -12 -13 -10 -8 -15
right_child=1 -3 -4 -5 5 9 7 -9 13 -11 11 12 -14 15 -16 -17
leaf_value=-0.0016201315133665857 -0.00038094393148371889 0.0020439413818221517 -0.0008711758681571194 0.0022647350874771335 -0.0021004098883044878 0.0020073859709649716 -0.00025447913132909528 -0.0014097349991716507 -0.00020269977242974298 -0.00024101418157824816 -0.0011693216642399296 0.0020618656815104136 0.0001192026622975925 0.001003851971052756 -0.0020115665507188843 0.0021416352330777158
leaf_weight=0.0011421378124537576 0.0012682296404944796 0.0010129909455125485 0.0017655399377168859 0.0010918713136089664 0.0011969440859310775 0.0012460347780228198 0.0010042915775821349 0.0015096264939240033 0.0010065355120960628 0.0011827982228996827 0.0012942601895067352 0.0010349244882571218 0.0018215990987839048 0.0010306025292180472 0.0010288626762174624 0.0010413161762046208
leaf_count=87 124 40 215 231 181 121 566 487 184 316 85 124 133 112 750 154
internal_value=0 0.000490806 0.000109457 0.000843047 -0.000173963 -5.92428e-05 -0.000256427 -5.15312e-05 0.000169835 0.000912455 -0.000240557 0.000201795 0.000823034 0.000994222 -0.00114364 0.00157569
internal_weight=0 0.00513863 0.00412564 0.0023601 0.0155399 0.0143978 0.011969 0.010772 0.00926239 0.00242883 0.00618394 0.00415078 0.00285652 0.00307845 0.00203315 0.00207192
internal_count=3910 610 570 355 3300 3213 2776 2595 2108 437 1658 342 257 450 1316 266
is_linear=0
shrinkage=0.00492917


Tree=1603
num_leaves=15
num_cat=0
split_feature=483 151 41 160 48 1 160 52 160 52 52 133 4 47
split_gain=6.48943e-05 9.68333e-05 9.11381e-05 9.68966e-05 0.000237617 0.000106369 0.000158385 0.000186616 0.000171587 0.000258141 0.000106873 0.000144905 0.000112315 0.000141537
threshold=0.088030000000000011 0.087190000000000017 0.080335000000000018 0.087825000000000014 0.087770000000000015 0.12811000000000003 0.031805000000000007 0.11588000000000002 -0.026849999999999995 -1.0000000180025095e-35 0.071660000000000015 1.0000000180025095e-35 0.05309500000000001 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -10 12 -12 -11 -14
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 11 -13 13 -15
leaf_value=0.0016259347277532738 -0.0013433211206964229 0.00161162173674046 -0.0016841449072473994 -0.0030073094858957075 0.00041546823596153308 0.001553614115917307 0.0021036958814942075 -0.0022488597696638901 -0.0026124997753504582 -0.0016946876470346401 0.0020391611771524575 -0.00064110564718869055 0.0014998671687653945 -0.00096465489694281094
leaf_weight=0.001951585608352231 0.0011053974148424175 0.0012195433025961868 0.0010161120927589242 0.0010641870220713936 0.0016716227242701831 0.0017528435903959695 0.0011148053715050463 0.0011958958741062906 0.0012493416175311783 0.0014027137901564367 0.0017465363048572782 0.0010268600599285041 0.0014699744009060989 0.0015190652558976225
leaf_count=369 354 127 164 283 97 229 168 388 482 405 424 214 133 73
internal_value=0 6.71097e-05 -3.64898e-05 6.10435e-05 -0.000915939 0.000246276 6.55079e-05 -0.000131014 0.000113314 -0.000237511 0.000176601 0.00104678 -0.000372919 0.000247368
internal_weight=0 0.0194011 0.0181815 0.0171654 0.00273581 0.0144296 0.0126768 0.011562 0.0103661 0.00841449 0.00716515 0.0027734 0.00439175 0.00298904
internal_count=3910 3556 3429 3265 380 2885 2656 2488 2100 1731 1249 638 611 206
is_linear=0
shrinkage=0.00566207


Tree=1604
num_leaves=16
num_cat=0
split_feature=42 376 48 4 1 16 457 43 133 1 4 2 42 3 13
split_gain=7.13774e-05 9.69031e-05 0.000128868 0.000157204 0.000143574 0.000173286 0.000114417 0.000117724 0.000137292 0.00011783 0.000136101 0.00012506 0.000145846 0.000110635 9.54667e-05
threshold=-0.11403999999999999 1.0000000180025095e-35 0.12675000000000003 0.15927500000000003 0.11198000000000001 -0.50763499999999995 0.082870000000000013 0.098320000000000005 0.084285000000000013 0.079945000000000016 -0.081189999999999984 0.087995000000000004 0.08622500000000001 0.090325000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 14 -11 12 -12 -8 -2
right_child=1 -3 -4 4 -6 -7 13 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0014874409019988006 -0.00012259634286886984 0.0017818137932802958 -0.0020091009090904949 0.0015866979961590092 0.0024136488286773017 -0.001623800013079801 -0.00041283754628656589 -0.0024395326484603578 -0.0021387595952101733 -0.0025740307444697009 -0.002103080874367425 0.0015007358543510335 0.00088422702076468318 0.0023577359871554495 0.0020397820593216071
leaf_weight=0.0011567930371414381 0.0015464249413396497 0.0011797481824183378 0.0011578952328661343 0.001426068209179121 0.0018285834416176504 0.0011333787298821721 0.0010383937791396134 0.0010719401113604985 0.0013001698354557474 0.0010204075587696695 0.0014605528383270236 0.0012870925147283607 0.0010589856231149331 0.0011310977308760517 0.0015213879000436845
leaf_count=217 592 199 109 105 276 106 135 255 859 263 163 125 276 49 181
internal_value=0 8.02365e-05 -3.13969e-05 0.000104713 0.00110207 0.00016502 -0.000247191 -0.000517419 -0.000293342 1.05717e-05 -0.000586333 -5.35096e-05 -0.000847487 0.00103164 0.000949769
internal_weight=0 0.0191621 0.0179824 0.0168245 0.00438803 0.00255945 0.0124365 0.010267 0.00919502 0.00789485 0.00482704 0.00380663 0.00251954 0.00216949 0.00306781
internal_count=3910 3693 3494 3385 487 211 2898 2714 2459 1600 827 564 439 184 773
is_linear=0
shrinkage=0.0061288


Tree=1605
num_leaves=15
num_cat=0
split_feature=48 1 15 16 2 42 133 15 42 12 4 1 2 51
split_gain=7.06501e-05 0.000101568 0.000150444 0.000146497 0.000112884 8.67486e-05 0.00014075 0.000132415 0.000110946 0.000120923 9.43673e-05 0.000184356 0.000147036 6.3894e-05
threshold=-0.086624999999999994 0.10420500000000001 -0.017214999999999998 -0.062279999999999995 0.11462500000000002 0.092395000000000019 0.065880000000000008 -1.0000000180025095e-35 0.08622500000000001 0.088965000000000002 0.0057500000000000008 0.086560000000000012 0.086650000000000019 -0.10942499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 8 -8 9 10 11 12 -2 -5
right_child=1 2 -4 13 -6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0012830121765548756 -0.0010306520496894964 -9.613048355590459e-05 0.0018959330418317326 -1.0116291241450501e-05 0.0018692377833665617 -0.0013309642150004114 -0.00049762033282045137 0.001671115157331678 0.0011123460664164346 -0.0020607890386576395 0.00059370666225274705 -0.0021889255720769483 0.0015353459342710807 -0.001794489404134014
leaf_weight=0.0010398218556075802 0.001278033158621756 0.0015389156495957367 0.0016235977098911772 0.0010096729365453583 0.0014207665984395934 0.001516985612846221 0.0011294908316971854 0.0019237593622687945 0.0010595447734648433 0.0012343288322861773 0.0018865194770784632 0.0014491394893275111 0.001011080525251104 0.0010194425679004027
leaf_count=96 314 184 183 87 233 578 543 279 364 458 142 171 118 160
internal_value=0 6.27281e-05 0.00056658 0.000133944 0.000847325 -0.000204043 -4.82335e-05 0.000868833 -0.000401834 -0.000635733 -0.000323012 -0.000785636 0.000102726 -0.000906598
internal_weight=0 0.0191013 0.0066124 0.0049888 0.00295968 0.0124889 0.0109719 0.00305325 0.00791865 0.0068591 0.00562477 0.00373825 0.00228911 0.00202912
internal_count=3910 3814 847 664 417 2967 2389 822 1567 1203 745 603 432 247
is_linear=0
shrinkage=0.00502775


Tree=1606
num_leaves=31
num_cat=0
split_feature=9 14 481 1429 457 1213 457 484 49 42 12 14 40 1 48 130 130 42 0 52 52 1 47 47 43 0 13 4 42 15
split_gain=0.000802463 0.000778927 0.000706061 0.000618472 0.000482188 0.000559144 0.000581307 0.000523836 0.000493603 0.000450986 0.00059976 0.000462338 0.000501704 0.000434404 0.000683228 0.000411207 0.000694486 0.000422866 0.000933449 0.000398971 0.000461633 0.0004313 0.000634046 0.00107401 0.000428365 0.000395127 0.000678309 0.000483098 0.000512521 0.00047956
threshold=-0.016839999999999997 0.077685000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15747999999999998 -1.0000000180025095e-35 -0.0034949999999999994 -0.08231999999999999 -0.014479999999999998 -0.11145999999999999 0.051320000000000005 -0.46226499999999993 0.08894500000000001 0.11561500000000001 0.11930500000000001 -0.084569999999999992 -0.081624999999999989 -1.0000000180025095e-35 -0.07773999999999999 -0.081429999999999989 -0.11051499999999999 0.10031000000000002 0.09550500000000002 0.086025000000000004 -0.24333999999999997 -0.083934999999999996 -0.09602999999999999 -0.077679999999999985 0.088465000000000002 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 -8 -7 10 -9 -11 13 14 15 -13 -17 18 -18 20 -19 22 23 24 -21 27 -27 -26 29 -29
right_child=1 -3 -4 4 5 6 7 9 -10 11 -12 12 -14 -15 -16 16 17 19 -20 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0012271845424702331 -0.0010534670724242558 -0.0010400086859936174 -0.0011943022596404855 0.00091948338131173112 -0.0008310795974741553 -0.0013934463304685642 -0.00088728725872155715 0.00016787922412403155 -7.7584591755090019e-05 0.0010842293750144378 -0.0012002516056634079 -0.0006829266719475983 -0.00072080833136955384 0.00056852683365470925 -0.0010510886907954171 0.0013388485818083664 -0.0014173324722717353 0.00017762323042349603 0.00040838197090868486 0.00081845534096000616 0.0010443172572574926 0.00062589195224767085 0.0010459301484962401 -0.0014286117573748232 0.00080793640987045418 0.00025963276417807107 -0.00095033372212518586 0.00028483810326117233 0.00084509638977353651 -0.00063217936838349219
leaf_weight=0.0010367938089405329 0.0010755016321769553 0.0015467854761576074 0.0010040162683603296 0.0012438053770011939 0.0015282037271873153 0.0010110917677284004 0.0010865486865930382 0.0014451354764837268 0.001369084455974944 0.0010733783280816303 0.0011936233394668205 0.001176143775696358 0.0013510407016199535 0.0047149670244383537 0.0010139593008702255 0.0010147369471402703 0.0010794709678044745 0.0029800002329177788 0.0012136607867558871 0.0012696629776201016 0.0021644063136534364 0.0026047735633842875 0.0010873281751293548 0.0011185160721439167 0.0016847740585173021 0.0016625057580483835 0.0021908324686769256 0.0019689242948430774 0.0010483061278349082 0.0028438750615494704
leaf_count=121 172 124 104 43 576 83 208 44 157 53 103 80 56 305 38 16 318 206 125 16 82 128 42 29 65 19 343 30 69 155
internal_value=0 -4.29697e-05 -9.60178e-06 1.67054e-05 4.27816e-05 1.73603e-05 4.8704e-05 9.05401e-05 -0.000636559 0.000118573 -0.000450985 0.000161196 0.000132216 0.000167313 0.000100044 0.000143102 0.000180567 0.000133396 -0.000451057 0.000192636 0.000542267 8.97353e-05 -4.15328e-06 -8.6967e-05 3.14848e-05 -5.61692e-05 -0.000428299 0.000133861 -5.99025e-05 -0.000257026
internal_weight=0 0.0477651 0.0462183 0.0452143 0.0441388 0.042895 0.0413667 0.0389866 0.00238018 0.0379 0.00263876 0.0352613 0.0341879 0.0328368 0.0281219 0.0271079 0.0259318 0.024917 0.00229313 0.0226239 0.00514441 0.0174795 0.0148747 0.0137874 0.0126689 0.0113992 0.00385334 0.00754588 0.00586111 0.0048128
internal_count=3910 3789 3665 3561 3389 3346 2770 2530 240 2322 147 2175 2122 2066 1761 1723 1643 1627 443 1184 288 896 768 726 697 681 362 319 254 185
is_linear=0
shrinkage=0.00142833


Tree=1607
num_leaves=26
num_cat=0
split_feature=1213 14 1456 1374 480 11 453 4 15 48 150 0 1 0 15 0 12 13 3 42 42 3 15 51 14
split_gain=0.000488844 0.000393638 0.000328813 0.000290191 0.000308963 0.000272534 0.000293508 0.000282417 0.000226654 0.000318758 0.000361406 0.00043175 0.000524673 0.000281236 0.000283434 0.000213033 0.000211296 0.000322198 0.000517619 0.000256419 0.00028762 0.00055292 0.000170034 0.000128246 6.19179e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 0.088315000000000018 1.0000000180025095e-35 0.28937500000000005 -0.11739999999999999 0.090910000000000005 0.088690000000000005 -0.10575999999999998 1.0000000180025095e-35 -0.089879999999999974 -0.10071499999999999 -0.083934999999999996 -1.0000000180025095e-35 -0.10241499999999999 -0.074234999999999982 0.10056500000000002 -0.089024999999999979 -0.100615 -0.015439999999999997 0.043405000000000006 -0.4024299999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 10 11 12 -10 14 -13 -15 -17 -18 19 20 -19 -22 -14 -11 -9
right_child=1 -3 3 4 -6 -7 -8 24 9 23 -12 13 22 15 -16 16 17 18 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00081758663759887498 -0.00070184279843595412 -0.0008437729181893928 -0.00051927976820786157 -0.00032775516744564984 -0.00064687026407637537 -0.00045031479765005869 -0.00050002850464469801 0.00045911459697516851 -0.00018720568552103763 0.00032656550276081298 -0.00071527765662090766 0.0001368288850630381 0.00060316963504464629 0.0006805970822309701 -0.00081825825369024685 0.00051736272669936653 0.00056427960174092499 0.00043630822208192929 -0.00099202906160939007 0.00062152280035717605 0.00020024878679326973 -0.0010995261487987979 0.0013844627023854692 0.00089080711682172902 0.00095983916857289478
leaf_weight=0.0015267788154261349 0.0011811022281374836 0.0010681758993412163 0.0016354366033599623 0.0018484960927169147 0.0010903086189405628 0.0015685238459806064 0.0012972307285696863 0.0010075549066199674 0.0010954093956207943 0.0016803670476127621 0.0010006775898666045 0.0011868082134327551 0.0010766865932636538 0.001368737190922305 0.001360655861616396 0.0018179419156728023 0.0015337052053609971 0.0012178496981297693 0.0012420394931441084 0.0011752858881482475 0.001444607486197561 0.0012415364638067028 0.0012034830950824471 0.0016084164375733678 0.0010077115771723868
leaf_count=592 310 119 66 190 224 120 87 88 54 100 141 23 48 227 158 90 28 128 203 112 78 341 33 105 245
internal_value=0 9.13067e-06 3.76987e-05 6.61419e-05 9.90723e-05 0.000128136 0.000162484 0.0001967 0.000151968 0.00019369 0.00011885 0.000168052 0.000625236 5.4486e-05 -0.000373304 0.000153183 7.85528e-05 -2.3004e-05 -0.000165493 3.66201e-05 -0.000139463 -0.000400508 0.00101554 0.000602514 0.000709496
internal_weight=0 0.0329587 0.0318906 0.0307095 0.029074 0.0279837 0.0264152 0.025118 0.0231027 0.0212542 0.0179654 0.0169647 0.00337558 0.0135892 0.00254746 0.0110417 0.00967297 0.00785502 0.00632132 0.00507928 0.00390399 0.00268614 0.00228017 0.00328878 0.00201527
internal_count=3910 3318 3199 2889 2823 2599 2479 2392 2059 1869 1664 1523 135 1388 181 1207 980 890 862 659 547 419 81 205 333
is_linear=0
shrinkage=0.00142833


Tree=1608
num_leaves=17
num_cat=0
split_feature=1374 150 484 160 52 151 52 1 16 4 4 48 1 52 2 0
split_gain=7.2701e-05 0.000123744 0.000167086 0.000134597 0.000111146 0.000163073 0.000132901 9.36719e-05 7.5333e-05 0.000115765 0.000139322 0.000110988 0.000123549 0.000106403 0.000111578 1.68519e-05
threshold=-0.094679999999999986 0.084800000000000014 -0.0043499999999999988 0.069910000000000014 -0.044539999999999989 -0.03268999999999999 -0.40083499999999994 0.083065000000000014 -0.15168999999999996 -1.0000000180025095e-35 -0.078484999999999985 0.081315000000000012 0.10113500000000002 0.10433000000000002 0.086915000000000006 -0.081444999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -4 -8 11 10 13 12 -7 14 -10 -9
right_child=1 3 4 -5 5 8 7 15 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0013810500758565103 -0.0022274005479982588 -9.4046047053821126e-05 -0.00076750646185698814 0.002450622635680634 -0.0023223586974556298 0.00016119156004222417 6.800268702502696e-05 0.0015909664088908772 9.8008876839220617e-05 -0.0015211250780664467 0.0019040549633827844 -0.001013892498572435 0.0024656253016811049 0.00087016577913431848 -0.0024109398890451179 0.002596093983506971
leaf_weight=0.0011244340756411111 0.0010677249437925666 0.0012527823173065214 0.0012033985898786542 0.0013105484502038967 0.0010568297065123309 0.0017405960065759426 0.0010653435214361918 0.001022707892221919 0.0010752788471176085 0.0019817001443310309 0.0010102906322799268 0.00101884565172361 0.0012189644571592752 0.0012196939527855596 0.0011100315944780892 0.0010333096777061235
leaf_count=68 583 307 346 89 96 149 177 102 481 253 497 70 184 130 194 184
internal_value=0 7.07942e-05 -0.000102307 0.00120696 4.16941e-05 -0.000245055 0.000799696 0.00140391 -3.34621e-05 -0.000406482 9.37995e-05 0.000566327 0.00111033 -0.000443317 -0.00117642 0.00209612
internal_weight=0 0.019388 0.0168247 0.00256333 0.015757 0.0114322 0.00432476 0.00312136 0.0103754 0.006397 0.0044153 0.00397841 0.00295956 0.003405 0.00218531 0.00205602
internal_count=3910 3842 3446 396 2863 2054 809 463 1958 1555 1302 403 333 805 675 286
is_linear=0
shrinkage=0.00555105


Tree=1609
num_leaves=16
num_cat=0
split_feature=42 43 39 16 4 51 47 1 3 48 3 0 0 2 0
split_gain=7.33803e-05 8.46541e-05 0.000164736 0.000162024 0.000199924 0.000138465 0.000162718 0.00029539 0.000241927 0.000208055 0.000108397 0.000218352 0.000190649 8.95372e-05 5.70143e-05
threshold=-0.11145999999999999 -0.06705499999999999 0.083790000000000017 0.24895000000000003 0.0021050000000000005 0.12190000000000002 0.096175000000000024 0.10353000000000001 0.12566000000000002 0.087945000000000009 0.084925000000000014 -0.10209999999999998 -0.082074999999999995 0.08734500000000002 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 6 7 9 -9 10 11 -3 -13 -2 -12
right_child=1 5 -4 -5 -6 -7 -8 8 -10 -11 14 12 -14 -15 -16
leaf_value=-0.0011535759274296205 -0.00034084323292408862 -0.0023464917150288643 0.0022987749685422923 0.0017379651983789226 0.00079769079850075682 -0.0017855935204531455 -0.0016551030610452069 0.0028789458337160224 -9.1713463380966228e-05 -0.0022351466828787938 0.0015308843176167362 0.0011597262104806479 -0.0012354337787534211 -0.0023820633832216977 8.8678846507328745e-05
leaf_weight=0.0012247129067443898 0.0010018129399368891 0.0010487269265775376 0.0010262703574950051 0.0011993849660953404 0.0019915522464205304 0.0011136164417664589 0.0012448380343166874 0.0014890138185157118 0.0011231052439405198 0.0010878895663263 0.0013099852866620409 0.0019210171528450193 0.0013021646560909383 0.0010055824583706033 0.0012519020853467566
leaf_count=229 438 127 273 191 226 128 146 238 150 123 63 520 554 424 80
internal_value=0 6.66221e-05 0.000529427 0.000180117 -0.00028712 -0.000156828 -2.8358e-06 0.000192422 0.00160168 -0.000272272 4.02031e-05 -0.000431122 0.000192082 -0.00136337 0.00082613
internal_weight=0 0.0191169 0.0062246 0.00519833 0.00399895 0.0128923 0.0117786 0.0105338 0.00261212 0.00792169 0.0068338 0.00427191 0.00322318 0.0020074 0.00256189
internal_count=3910 3681 1552 1279 1088 2129 2001 1855 388 1467 1344 1201 1074 862 143
is_linear=0
shrinkage=0.00483252


Tree=1610
num_leaves=16
num_cat=0
split_feature=0 43 4 12 48 1 48 47 14 15 2 12 403 15 13
split_gain=7.52026e-05 0.000178519 0.000154336 0.00019853 0.00010169 0.000115723 0.000165737 0.000172567 0.000179772 0.000137864 0.000130374 0.000113105 0.000122582 0.000109172 0.000105464
threshold=-0.017269999999999997 -0.24333999999999997 -0.49837999999999999 0.091650000000000023 -0.080689999999999984 0.094385000000000011 0.12675000000000003 0.087850000000000025 -0.23083499999999998 -1.0000000180025095e-35 0.087005000000000013 0.086865000000000012 0.03138500000000001 -0.094924999999999995 -0.062819999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 9 7 8 -7 10 -6 -11 -13 -12 -9
right_child=2 4 3 -5 5 6 -8 14 -10 11 13 12 -14 -15 -16
leaf_value=-0.0022388082452291179 -0.00085586009223067119 -0.0017665737129426708 0.0034093779507956019 7.414792354347815e-05 7.5585915655696057e-05 0.00013746717787014535 -0.0013142808568773429 -0.001357331416673652 0.0031160977438115254 -0.00065070968447960187 -0.00079142646053009097 -5.4188576848141923e-05 0.0027240156557548764 -0.003365498491882266 0.0011653418198508873
leaf_weight=0.0012885316220030548 0.0013136278287665948 0.0010132836196312675 0.0011016585566357073 0.0012950952189250131 0.0017529723126256305 0.0010469175921462778 0.0011085250840734417 0.0010857510003854515 0.0019066748309265824 0.0017553065500223088 0.0011371123209265657 0.0010619705907914112 0.001056939332271134 0.0010636128858554743 0.0011260112834429181
leaf_count=183 162 110 176 108 305 83 89 109 484 447 216 639 151 564 84
internal_value=0 -0.000175304 0.000735158 0.00160717 6.0614e-07 0.000127587 0.000711976 0.00114683 0.00206031 -0.000340787 -0.00109948 0.000433475 0.00133162 -0.00203548 -7.30349e-05
internal_weight=0 0.0164036 0.00371038 0.00239675 0.0151151 0.0141018 0.00627388 0.00516535 0.00295359 0.00782791 0.0039537 0.00387422 0.00211891 0.00220073 0.00221176
internal_count=3910 3464 446 284 3281 3171 849 760 567 2322 1085 1237 790 780 193
is_linear=0
shrinkage=0.00577531


Tree=1611
num_leaves=26
num_cat=0
split_feature=1213 14 51 124 480 1 12 48 38 13 2 15 43 4 1186 42 13 48 0 15 52 47 1 0 1
split_gain=0.000442588 0.000398465 0.000308857 0.00037815 0.000340739 0.000298979 0.000406321 0.000315231 0.000300325 0.000257818 0.000432255 0.000301309 0.00021618 0.000333363 0.000324469 0.000410271 0.000272717 0.000289587 0.000331937 0.00030257 0.00015837 0.000245078 0.000330782 7.74325e-05 3.58149e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.40274499999999996 0.11158000000000001 0.08456000000000001 0.13562500000000002 0.11655500000000001 0.12675000000000003 1.0000000180025095e-35 -0.091229999999999992 0.099990000000000009 -0.042544999999999993 -0.15426499999999996 -0.44477499999999992 0.085080000000000003 -1.0000000180025095e-35 0.076210000000000014 0.095825000000000007 -0.083934999999999996 -0.0089749999999999986 -0.070004999999999998 0.09252500000000001 0.089370000000000019 -0.061129999999999997 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 10 11 -4 23 -14 15 -15 17 18 19 20 -17 22 -22 -11 -21
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 12 -12 -13 13 14 -16 16 -18 -19 -20 24 21 -23 -24 -25 -26
leaf_value=-0.00084148147746626568 -0.0007391052553832691 -0.00087826585170764921 -0.00052452126422102973 0.00092437172396395422 -0.00077292939269583375 0.00081735826837521541 -0.00086161828878438158 -0.00060743161868406933 -0.00063861675630646716 0.00022526646473927363 0.00096830696088392098 0.00047818164118431587 -0.00074249689887991466 -0.00068575078549699064 0.00086998878446162276 -0.00047907965307628471 0.00077399060078384445 0.00063742435513822031 -0.00061403372659653201 0.00073525688030480897 -0.00028287887408425585 -0.00052958551954342115 0.00069091369071026896 0.00077877276481019971 0.00035205891103088846
leaf_weight=0.0013538484951540882 0.0010448849182025368 0.0010386298055412016 0.0010777249094346408 0.001052654273038244 0.0010660383436834264 0.0010814713393542943 0.0010290889282762996 0.0013698097941174927 0.0010825054675808179 0.0010682762330909146 0.0019816904716170036 0.0015522806350957109 0.0011568656990208369 0.0015862931509673392 0.0010021427563353677 0.0016627309252137262 0.0011592138918934966 0.0014564922783337772 0.0018523525366053529 0.0010662970939365121 0.001305753970110346 0.0011169824834098563 0.0017100133484278524 0.0010775812811818488 0.0010062151186147616
leaf_count=592 126 119 77 34 243 201 92 72 66 104 116 80 176 458 53 133 51 108 561 90 166 29 93 29 41
internal_value=0 9.16754e-06 3.93231e-05 6.68758e-05 3.51681e-05 6.66063e-05 3.57588e-05 7.22727e-05 0.000111195 0.000146734 0.000454468 6.72936e-05 6.88734e-05 1.09152e-05 6.93157e-05 1.16825e-05 0.000101365 3.16037e-05 -5.91722e-05 7.14582e-05 -9.93907e-05 5.33697e-05 0.000269285 0.00050322 0.000549212
internal_weight=0 0.031604 0.0305654 0.0295205 0.0284678 0.0274018 0.0263203 0.0252912 0.0239214 0.0228389 0.0046117 0.00263001 0.0182272 0.0160814 0.0149245 0.0139223 0.0123361 0.0111768 0.00972035 0.00786799 0.00579548 0.00413275 0.00301577 0.00214586 0.00207251
internal_count=3910 3318 3199 3073 3039 2796 2595 2503 2431 2365 273 157 2092 1959 1783 1730 1272 1221 1113 552 421 288 259 133 131
is_linear=0
shrinkage=0.00145689


Tree=1612
num_leaves=31
num_cat=0
split_feature=1213 1429 1374 14 160 42 12 133 123 124 158 3 483 484 150 133 15 151 42 150 52 16 4 1 2 12 12 12 3 16
split_gain=0.000687709 0.000623941 0.000556732 0.000493426 0.000456378 0.000355634 0.000552245 0.000359518 0.000548503 0.000381748 0.000372899 0.000475513 0.00044999 0.000402353 0.000602176 0.000349295 0.00047245 0.000471461 0.000342551 0.000451368 0.000311608 0.000521613 0.000407612 0.000677794 0.000360532 0.000337666 0.00029395 0.00016346 0.000284811 9.64103e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 0.077685000000000018 -0.40446999999999994 -0.11403999999999999 0.051320000000000005 -0.24354499999999998 1.0000000180025095e-35 -0.013479999999999999 0.085745000000000002 0.16699000000000003 0.088030000000000011 0.085815000000000016 -1.0000000180025095e-35 0.093845000000000026 0.088345000000000021 0.056555000000000001 0.088115000000000013 0.090145000000000017 0.086950000000000013 -0.083564999999999987 0.0021050000000000005 0.092550000000000007 0.10045500000000002 0.088485000000000022 0.083715000000000026 0.091735000000000025 -0.075954999999999981 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7 9 -9 11 12 13 14 -11 17 -17 18 19 20 21 25 -23 -24 -22 29 -19 -20 -29 -16
right_child=1 2 -4 -5 5 7 -8 8 -10 10 -12 -13 -14 -15 15 16 -18 26 27 -21 24 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00092984833448681969 -0.0010634363388172692 -0.00076588270553421196 -0.0010254415263039223 -0.00092438605299050187 0.0002058602561874019 -0.00064591446674912528 -0.0012509375017478693 -0.00070832719620681124 0.00096548815869195348 -0.00091792962505736486 -0.00053794765678869211 0.00099692012633456921 -0.00066539702014726046 0.00088049480055872836 0.0012417650744442851 -0.000968707159689405 0.0003714865174654208 -0.00074669903149624114 0.0010745771792540137 0.0009584450347709301 -0.001021343811442818 -0.00061064477450484364 0.0011095949499714927 -0.00041780875099956986 0.00015763495432693061 -5.6788060010277034e-05 0.00029050243811504765 0.00015651357507386052 0.001109394308794185 0.00069443383170692528
leaf_weight=0.0017560047476350973 0.0011407932725495664 0.0012733528819564013 0.001032620518174098 0.0010500793739334205 0.0013368413698167094 0.0011299295622042562 0.001007841583824956 0.0010840420590279001 0.0019763474876602063 0.0010719082481585032 0.0014782053304852041 0.0016696686858509438 0.0013232274762641763 0.0019036995024084282 0.0011684255197943472 0.0012040819355736134 0.0011222598056033206 0.0014607136207942508 0.0017495862298049216 0.0016945315906659051 0.0010006367711108419 0.0018848111453114288 0.001208523790275251 0.001367582310841442 0.0013395589729139346 0.0010926157016015736 0.0010280786102623285 0.0019058195115890797 0.0010881935050903735 0.0018140978649734832
leaf_count=592 181 238 67 108 45 188 104 65 278 65 216 117 218 136 23 168 186 38 86 65 83 294 16 33 26 49 31 67 54 73
internal_value=0 2.00117e-05 5.13285e-05 8.0258e-05 0.000108477 0.000139309 -0.000420332 0.000178169 0.0002067 0.000157789 0.000189534 0.000227806 0.000179216 0.000223733 0.000169845 0.000222535 -0.000322179 0.000286524 0.000373455 0.000245056 0.00013391 0.000265611 -8.54905e-05 0.000298739 -0.000346481 0.000649949 -0.000318248 0.000713717 0.000502844 0.000908855
internal_weight=0 0.0406081 0.0394673 0.0384347 0.0373846 0.0361112 0.00234468 0.0337665 0.0326366 0.0306603 0.0295762 0.028098 0.0264284 0.0251051 0.0232014 0.0221295 0.00232634 0.0198032 0.0173144 0.0125708 0.0108763 0.00853606 0.00446092 0.00257611 0.0023402 0.00407514 0.00248879 0.0047436 0.00299401 0.00298252
internal_count=3910 3318 3137 3070 2962 2724 149 2575 2387 2109 2044 1828 1711 1493 1357 1292 354 938 869 662 597 488 343 49 109 145 69 207 121 96
is_linear=0
shrinkage=0.00148603


Tree=1613
num_leaves=31
num_cat=0
split_feature=14 1213 1374 46 1374 133 3 39 42 48 0 4 15 3 3 16 48 42 376 0 3 4 43 15 0 1 2 13 4 42
split_gain=0.000721012 0.000552908 0.000483198 0.000453264 0.000446774 0.000423539 0.000589297 0.0004079 0.000550382 0.000516442 0.000648792 0.00049794 0.000485689 0.000530494 0.000602771 0.000509469 0.000410141 0.000372388 0.000420259 0.000268137 0.000584996 0.00051491 0.000469299 0.000346602 0.000431174 0.00030478 0.000303133 0.000288627 0.000240017 0.000239021
threshold=0.077685000000000018 -1.0000000180025095e-35 0.090240000000000015 0.081930000000000017 -0.094679999999999986 -0.26719999999999994 0.24227500000000002 0.13419 -0.11403999999999999 0.11930500000000001 -0.15291499999999997 0.0057500000000000008 0.088190000000000004 -0.10628499999999998 -0.089974999999999986 -0.078844999999999985 0.084500000000000006 0.10056500000000002 1.0000000180025095e-35 -0.083424999999999985 -0.078669999999999976 -0.029114999999999999 -0.07526999999999999 -0.089594999999999994 -0.10209999999999998 0.092550000000000007 0.092745000000000008 -0.087299999999999989 -0.07712999999999999 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -7 10 11 16 13 28 -15 -14 -10 18 19 21 -21 -16 -22 24 26 -26 -23 -24 29 -12
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 12 -13 15 14 17 -17 -18 -19 -20 20 22 23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0007775774495136147 -0.001077163514395698 -0.00054627349792279805 -0.00087125557579742128 -0.00074379613393971058 -0.00072457372212297194 -0.0007680399196306122 0.0011768859472793035 0.0010137653572949499 0.0008765774306298365 -0.00067121767062465812 -0.0003342953194281407 0.0011664965375087584 0.00084109468561323754 -0.0011401296274259033 0.00073894804764104238 -0.00024233100607128191 -0.00034904798297755098 0.00077040350502118071 0.00062328672323373052 -0.0014262834791110744 0.00060548931333425282 -0.0010383015147848913 -1.4719332920797681e-05 -0.00083846433632902878 0.00089355283546869752 -0.00014917922022744797 -2.1487545870014923e-05 -0.00099424703798275667 0.00083421407234230479 0.00055443090119384314
leaf_weight=0.0017263699816606184 0.001274253272170788 0.0020337143060729082 0.0011327510049559111 0.0013307511916309514 0.0011133492788366608 0.001402709523275896 0.0011474148748408233 0.001044644811761585 0.001030119265069007 0.0014960571092263999 0.0011187197145732242 0.0022343581991469269 0.0030965737821109229 0.0010949293631771643 0.0014455106414690173 0.0012400675287020926 0.0012128545477025909 0.0010685252131588515 0.001443080679057491 0.0010085910294860279 0.0010535636517225583 0.0010180769468503999 0.0011586583381948401 0.0013812846935450478 0.0012542883469519039 0.0010510903868747312 0.0014501202276191449 0.0013048259475172859 0.0018575534361588873 0.0013776765411250835
leaf_count=578 126 66 74 64 204 140 152 43 28 75 124 88 155 142 113 338 18 122 113 199 89 32 24 275 176 37 53 133 102 27
internal_value=0 1.36855e-05 4.81792e-05 7.52526e-05 0.000104601 0.000142308 0.000170702 0.00013555 0.0001067 0.000147067 0.000189426 0.000689251 9.7796e-05 4.20581e-06 -0.000117906 0.000531288 0.000213839 -4.14411e-05 -0.000105371 -0.000192087 -0.000467335 -2.81906e-05 -0.000192335 -0.000208358 -2.60304e-05 0.00041814 -0.000440901 -0.000533543 0.000445444 0.000156163
internal_weight=0 0.0413282 0.0396019 0.0384691 0.0371384 0.0351046 0.0339913 0.0328439 0.0317992 0.0303965 0.0289005 0.00447733 0.0244231 0.0200865 0.0157325 0.00433664 0.00224297 0.0146376 0.0135691 0.012126 0.00452564 0.00760037 0.00351705 0.00615486 0.00477358 0.00230538 0.0024682 0.00246348 0.00435395 0.0024964
internal_count=3910 3784 3206 3132 3068 3002 2798 2646 2603 2463 2388 134 2254 1761 1508 493 46 1366 1244 1131 445 686 246 573 298 213 85 157 253 151
is_linear=0
shrinkage=0.00142833


Tree=1614
num_leaves=16
num_cat=0
split_feature=160 403 0 41 2 2 1 0 2 4 15 1 16 0 15
split_gain=6.74442e-05 0.000101464 0.000136326 9.62935e-05 9.10799e-05 0.000199531 0.000159486 0.000236933 0.000159442 0.000137911 0.000225996 9.30646e-05 0.000151181 0.000158852 0.000148428
threshold=-0.217635 0.088015000000000024 0.15480500000000005 0.075585000000000013 0.10705000000000002 0.099015000000000006 0.10617500000000001 -0.14808999999999997 0.087005000000000013 0.0057500000000000008 -0.008624999999999999 0.079945000000000016 -0.13863999999999996 -0.07773999999999999 -0.099824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -6 -8 11 10 -10 -2 -13 14 -14
right_child=1 -3 -4 -5 6 -7 7 -9 9 -11 -12 12 13 -15 -16
leaf_value=-0.0011532468617840468 0.0017297805685756158 -0.001237557905362445 0.0018322609124441437 -0.0013759120459715145 -0.002116011131445722 0.0022119097172558877 -0.0011624098830981422 0.0017712063846953654 -0.0031317562905809433 0.00057999792719743088 0.00020011822091916967 0.0018429503888871424 0.00021515185804199121 0.00087381432033712704 -0.0025257853149936544
leaf_weight=0.0012702704041115944 0.0014936544848301869 0.0014516171174580586 0.0012128330667717504 0.0011566960900424297 0.0011526757238198302 0.0013919844667943946 0.0016369584126038061 0.001298310080748391 0.0011294620380611076 0.0012691037259886934 0.0010179043130768839 0.0012343844391780861 0.0010150060018387919 0.0018633664928997158 0.0010645626998131413
leaf_count=429 493 313 55 178 277 230 90 278 330 111 355 119 48 328 276
internal_value=0 6.65252e-05 0.000172063 5.16656e-05 0.000157738 0.000391821 -0.000499595 0.000135169 0.000140664 -0.000760265 -0.00155237 0.000602066 0.00027672 -0.000213607 -0.00118798
internal_weight=0 0.0193885 0.0179369 0.0167241 0.0155674 0.0114794 0.00408794 0.00293527 0.0100874 0.00341647 0.00214737 0.00667097 0.00517732 0.00394294 0.00207957
internal_count=3910 3481 3168 3113 2935 2290 645 368 2060 796 685 1264 771 652 324
is_linear=0
shrinkage=0.00512831


Tree=1615
num_leaves=27
num_cat=0
split_feature=14 1213 1456 1374 11 1374 52 1 150 3 2 0 3 0 2 3 15 16 13 4 3 3 1 16 151 2
split_gain=0.0007272 0.000492333 0.000355761 0.000339283 0.000344622 0.000292963 0.000316747 0.000312125 0.000418577 0.000479662 0.000535999 0.000370757 0.000334771 0.0003298 0.000498264 0.00030999 0.000266374 0.0004014 0.000385981 0.000218856 0.000204493 0.000185283 0.000174937 0.000171487 0.00021767 5.91933e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087785000000000016 0.088315000000000018 -0.094679999999999986 -0.42985499999999993 1.0000000180025095e-35 0.083295000000000022 0.090325000000000003 1.0000000180025095e-35 -0.055084999999999988 0.16699000000000003 0.18055000000000002 0.106035 0.084925000000000014 0.085120000000000015 -0.089559999999999987 -0.07409499999999998 0.0033150000000000007 -0.075404999999999986 -0.079784999999999981 0.10134000000000001 0.050115000000000007 -0.0095999999999999992 -0.0098549999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 13 9 10 11 20 23 14 15 16 18 -18 19 -8 21 -9 -12 24 -11 -22
right_child=-2 2 3 -5 -6 6 7 8 -10 12 22 -13 -14 -15 -16 -17 17 -19 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=-0.00075994315900714969 -0.0010195922580416804 -0.00068255374831751128 -0.00042243076795952025 -0.00069474539289620882 -0.00054971371453694932 -0.00052263217664881459 0.00047430716163201353 -7.9410872587750645e-05 0.00088628401430194438 -0.0005147016070410098 0.00062518380121447266 0.00083078999001350517 0.00048617116817879557 0.00063952847614644063 -0.00085341818363518637 0.00067525196651704812 0.00081363945827192085 -0.0003024409807223259 -0.00071538741257635595 -0.0003467962868029017 -8.3381543026524158e-05 0.00070584080960180867 0.001293065304600395 -0.00059699061556259671 0.00029664275441189223 -0.00053610349219605454
leaf_weight=0.0014261240361975727 0.0012782950493395165 0.0011653967431658743 0.0016360704050821786 0.0010055069029283872 0.0014120694100014921 0.0011668730003572816 0.0012826369077670059 0.0011770322453608035 0.0020088274601730008 0.0010277313276212396 0.0017632399725391323 0.0012442803225426935 0.0014279347741519011 0.0013280426479269644 0.0012901486360408785 0.0012114887285257225 0.0012658465494905791 0.0010833918789452113 0.0019096773438300723 0.0010859104584097778 0.0010709079395746224 0.001012668780767001 0.0011898916786322877 0.0017056126238266245 0.0014360037295162451 0.0010229651747075685
leaf_count=578 126 312 66 89 115 239 212 182 252 35 74 68 128 18 163 19 61 298 312 72 50 76 164 48 40 113
internal_value=0 1.42892e-05 4.78193e-05 7.46155e-05 9.97656e-05 0.000131016 0.000163692 0.000193862 0.000311534 0.000229523 0.000431353 0.000184039 -7.62886e-05 1.28372e-05 -7.83298e-05 4.92356e-05 -6.51991e-05 0.00029894 -0.000265153 9.7855e-05 -3.8275e-06 0.000283744 0.00089429 -0.000268922 -4.18044e-05 -0.00030456
internal_weight=0 0.0343563 0.0329302 0.0317648 0.0307593 0.0293472 0.0277111 0.0265442 0.0160871 0.0140783 0.00848099 0.00552785 0.00559728 0.0104571 0.0091291 0.00783895 0.00662746 0.00234924 0.00427822 0.00236855 0.00428357 0.0021897 0.00295313 0.00416935 0.00246374 0.00209387
internal_count=3910 3784 3206 2894 2805 2690 2624 2385 1230 978 727 489 251 1155 1137 974 955 359 596 284 421 258 238 123 75 163
is_linear=0
shrinkage=0.00134594


Tree=1616
num_leaves=31
num_cat=0
split_feature=1429 14 1213 1374 1456 38 457 457 133 3 42 15 133 11 151 1 49 403 3 12 0 1 0 4 1 16 12 1 42 3
split_gain=0.000664542 0.000664922 0.00056533 0.000523759 0.000491862 0.000480764 0.000439679 0.000489708 0.000424562 0.000532362 0.000463541 0.000701653 0.000631868 0.000340156 0.000389806 0.000492004 0.000367832 0.000411287 0.000329939 0.000450654 0.00051344 0.000258432 0.000342712 0.000332346 0.000319123 0.000273457 0.000211398 0.000303982 0.000249006 0.000202046
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.09309000000000002 -1.0000000180025095e-35 0.10777500000000002 -0.095479999999999982 -0.0034949999999999994 -0.26719999999999994 0.24227500000000002 0.088115000000000013 0.11642500000000001 0.091545000000000015 0.080705000000000013 0.056555000000000001 1.0000000180025095e-35 -0.047309999999999998 0.03138500000000001 0.097615000000000021 0.091475000000000015 -0.084074999999999997 0.10561500000000001 -0.10071499999999999 0.074650000000000008 0.11899000000000001 -0.057604999999999996 0.091555000000000011 0.12263000000000002 0.095565000000000011 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 10 11 13 26 14 15 18 -17 21 19 20 -10 22 25 -23 -25 -18 -12 28 -28 -22
right_child=1 -3 3 -5 5 -7 7 8 9 -11 12 -13 -14 -15 -16 16 17 -19 -20 -21 29 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010959170843341433 -0.00071664572594198634 -0.0009329151875530307 -0.00072954685564833709 -0.00087085050517941788 0.00098605756836278179 -0.00078115583405925966 -0.00068292196042985085 -0.00066459560746781469 -0.00050267371402170702 0.0010994310069509881 0.00091262653967906992 -0.0010402799928970086 -0.00032612536498088538 -0.0004802525180764727 -0.00045133734983152514 0.00096033645660192587 -0.00029354932558565283 0.0010472762874494661 0.00042419257287454359 -0.0010234473022615301 1.8539442402280066e-05 0.0010475820915757336 -0.00068565788299179112 0.00065673402307435576 -0.00024941543205738201 0.00054785434525715237 0.00054572266346126304 0.0010165773871058414 -0.0003545714745269038 0.00075157936540348009
leaf_weight=0.0010141979560220607 0.0017254275480872707 0.0013214346943472002 0.0012620349077444989 0.0010416661855394685 0.0011075633745942772 0.0010306212033022169 0.0013090589731876703 0.0011031084060482135 0.00230714563757114 0.0011124687935856739 0.0027605417703709658 0.0010082545510998733 0.0015458052381687737 0.0016517181543918005 0.0017607335244488867 0.0017663058964296771 0.0012226061000149002 0.0011337065437260216 0.0020680446527485685 0.0010012222002257487 0.001465722505458622 0.0011146656811083511 0.0011368158778595188 0.0013372470377959189 0.0014869345833493641 0.0016361569964011852 0.0012026670037283971 0.0010167645652066071 0.0010359040336913594 0.0012725414201039242
leaf_count=181 578 125 283 64 52 46 161 196 273 139 224 43 333 97 66 109 35 23 24 163 79 36 185 46 64 19 81 46 69 70
internal_value=0 6.67424e-06 3.7238e-05 7.06786e-05 9.6586e-05 0.000125077 0.000151339 0.000124508 0.000156395 0.000184658 0.000151757 5.80332e-05 0.000441417 0.000107555 0.000154435 0.000210723 0.000398417 0.000288965 -3.98785e-05 -0.000198598 -3.49133e-05 0.000180614 -6.05635e-05 0.000425265 0.000179645 0.000188012 0.000638641 0.000406299 0.000129109 0.000359202
internal_weight=0 0.0419449 0.0406235 0.038898 0.0378564 0.0365943 0.0355637 0.0344561 0.0331471 0.032044 0.0309315 0.0233698 0.00756168 0.0223616 0.0207098 0.0189491 0.0108344 0.00906813 0.00811468 0.00604663 0.00504541 0.00793443 0.00399558 0.00393885 0.00282418 0.00285876 0.00601588 0.00325534 0.00223857 0.00273826
internal_count=3910 3729 3604 3026 2962 2679 2633 2581 2420 2224 2085 1332 753 1289 1192 1126 517 408 609 585 422 385 239 146 110 54 420 196 150 149
is_linear=0
shrinkage=0.00134594


Tree=1617
num_leaves=30
num_cat=0
split_feature=14 1429 1213 160 133 1374 376 376 4 1374 1 48 13 12 0 52 0 12 12 15 43 4 15 1 4 12 0 16 12
split_gain=0.000618343 0.00063397 0.000479471 0.000399426 0.000410578 0.000354066 0.000396858 0.000395096 0.000387558 0.000378415 0.000419415 0.000356722 0.000339127 0.000294358 0.000324652 0.00034279 0.000398891 0.00032401 0.000338541 0.000508383 0.000310342 0.000392252 0.000270903 0.000270212 0.00026347 0.000213264 0.000351933 0.000124661 0.000123533
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.24354499999999998 0.087785000000000016 0.11382500000000002 0.048375000000000008 -0.49837999999999999 -0.094679999999999986 0.14000500000000002 0.13342000000000001 0.17936000000000002 -0.12394999999999999 -0.15137999999999999 -0.053514999999999993 -0.10209999999999998 0.091555000000000011 0.089745000000000005 -0.10071499999999999 0.0016850000000000001 -0.077679999999999985 0.05377500000000001 0.097070000000000004 0.0057500000000000008 0.083785000000000012 -0.082709999999999992 -0.5152199999999999 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 -10 11 12 13 -11 24 25 23 18 19 -18 21 -21 -19 -17 -15 -16 -27 -26 -28
right_child=-2 2 3 4 5 -7 -8 -9 9 10 -12 -13 -14 14 15 16 17 22 -20 20 -22 -23 -24 -25 27 26 28 -29 -30
leaf_value=-0.0008789693400141651 -0.00084116767675738785 -0.00062988727923636643 -0.000600897573819349 -0.00062421428404262557 -0.00050107531595656877 -0.00056869886539344752 -0.00058761915110547422 0.0007630502578969445 -0.00037088522870438648 -0.00038337318947864036 0.00091529548546500923 -0.00050178873910990379 -0.00037815435470401926 0.00019799861933160969 0.00085886427458417049 -0.00063257242038078886 0.00083069605850775909 -0.00051659801762407869 0.00092445309825295026 0.0001300351223781994 0.00044784056729420165 -0.00077113571213940099 0.00024250243743712002 0.00011347963490110396 0.0005125276401967728 -0.00026668611578389758 0.00027211823082477819 0.0010416641929358659 0.00077875620199747704
leaf_weight=0.0010682687165613066 0.0012085625003276359 0.0014214888079478729 0.0011955872953339211 0.0010741578249821573 0.0012813449647119867 0.0010154865682343575 0.0010114104134925908 0.0014148393267295603 0.0017386474338287874 0.0010334735358826777 0.0010609356668040684 0.001060849538037977 0.0013470112677517179 0.0017197766069045736 0.0012684160265362633 0.0015685323479832517 0.001384258740381992 0.0013692484588473525 0.0010967563779252232 0.0017317829526548737 0.0014815642361722947 0.0010746321960722702 0.0012210467503379618 0.0011590442434745718 0.0011413323752735849 0.0010642656278181672 0.0012917910216882489 0.0013162750112201138 0.001352615741405494
leaf_count=180 126 578 243 201 86 84 31 152 64 53 121 50 121 42 143 77 82 135 75 211 52 216 251 36 61 154 176 34 75
internal_value=0 1.05419e-05 3.70134e-05 6.45113e-05 8.84166e-05 0.000112185 0.000134354 0.00015855 0.000128816 0.000158184 0.000193916 0.000162909 0.00019276 0.000227285 0.000256995 0.000185322 7.87534e-05 0.000193665 0.000328529 0.000213303 1.39949e-05 -0.000215041 -0.000158763 -0.000315548 0.000549769 0.000444125 0.000302279 0.000795929 0.000531264
internal_weight=0 0.0369648 0.0358966 0.0344751 0.0332795 0.0322053 0.0311899 0.0301784 0.0287636 0.0274823 0.0257436 0.0246827 0.0236218 0.0222748 0.0212413 0.017064 0.0120869 0.00935929 0.00676899 0.00567224 0.00428798 0.00280642 0.0025903 0.00272758 0.00417738 0.00497709 0.00370867 0.00245761 0.00264441
internal_count=3910 3784 3604 3026 2783 2582 2498 2467 2315 2229 2165 2044 1994 1873 1820 1683 1135 1022 636 561 479 427 386 113 137 548 405 95 251
is_linear=0
shrinkage=0.00117172


Tree=1618
num_leaves=31
num_cat=0
split_feature=14 1429 1213 1374 160 133 1374 150 128 484 474 50 1 42 48 49 133 52 43 0 2 0 1 4 12 3 15 13 160 1
split_gain=0.000732875 0.000767014 0.000669188 0.000406923 0.000398529 0.000398137 0.00038165 0.000323981 0.000390028 0.000351736 0.000340054 0.00040633 0.00032413 0.000306322 0.000481742 0.000533459 0.000451624 0.000292546 0.000256721 0.000319837 0.000286017 0.000325815 0.000377715 0.000440776 0.000342688 0.000218702 0.000303742 0.000134836 9.76099e-05 8.15304e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.40446999999999994 -0.24354499999999998 -0.094679999999999986 0.084800000000000014 0.086435000000000012 -0.0043499999999999988 0.080165000000000014 0.099470000000000017 0.086430000000000021 0.088115000000000013 0.084670000000000009 0.093425000000000022 0.093130000000000004 -0.07125999999999999 0.070805000000000021 -0.14136999999999997 0.10393500000000001 -0.017269999999999997 0.092550000000000007 0.05309500000000001 0.086865000000000012 -0.11171999999999999 0.088190000000000004 -0.034809999999999987 0.069910000000000014 0.10339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 17 8 9 -8 11 13 -9 14 18 29 25 -7 19 -11 21 22 23 24 -21 -15 -27 -20 -14 -16
right_child=-2 2 3 -5 5 6 7 12 -10 10 -12 -13 28 16 15 -17 -18 -19 27 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011692378320381262 -0.0011105951361680333 -0.00090067021618655434 -0.00075954540012773588 -0.00085463224878341761 -0.00078020901074852894 -0.0010181151970385842 -0.00043878271001813221 9.8827785147339499e-05 -0.00072738900883773626 0.00068167137759000127 0.00088350459207927907 0.00099498949798512985 0.00068594346941476493 0.0012676451704752992 -0.0011926750277152073 0.00031217668828567195 -0.00041605610061771337 9.3605829549833254e-05 0.00097116302575841497 -0.00069165461235744523 -0.00080392792391691754 0.00078492389422796368 -0.00066375415156643422 0.0010175557994616098 0.00038954445211946857 0.00013219500329702109 0.0011369921071182395 0.00024483185789803157 0.0012942324451624249 -0.00061007579931425559
leaf_weight=0.0012186067218649945 0.0013779976890303516 0.001618872383730873 0.0011375125584651138 0.001006515394871176 0.0010195485072332358 0.0010294463684807909 0.0018259001590286974 0.0016169004194728212 0.0010809276520233951 0.0016333794105333381 0.0018075679290524551 0.0013816868361811443 0.0012772877756436207 0.0011010382780796135 0.001133888054035804 0.0013083787063170316 0.0010693740752781011 0.0011528174537520633 0.0012562797873427733 0.0013297324244660918 0.0010209794045494824 0.0011676003485888899 0.0018125802810253777 0.0010403090873181142 0.0013647555010632972 0.0019984513966892206 0.0010566634744257897 0.0011025625379126333 0.001153347734504262 0.0010751442367049613
leaf_count=180 126 578 235 74 201 13 449 82 120 70 169 96 179 31 86 65 189 53 33 123 125 50 47 35 176 135 60 21 53 56
internal_value=0 1.42607e-05 5.26386e-05 9.55546e-05 0.000122916 0.0001526 0.000181597 0.000225252 0.00016439 0.000202213 0.000251679 0.000199417 0.000624736 0.000145721 3.71684e-05 -0.000454833 0.000462424 -0.00043083 0.000184725 7.2203e-05 -5.6481e-05 5.71647e-05 -9.60125e-05 0.000179525 -0.000144028 0.000688456 0.000479721 0.000631664 0.000974579 -0.000909122
internal_weight=0 0.0387981 0.0375794 0.0359606 0.0349541 0.0338165 0.032797 0.0306147 0.0265672 0.0254863 0.0236604 0.0218528 0.00404754 0.0204711 0.0152456 0.00351741 0.00522553 0.00218226 0.0117282 0.00936934 0.00773596 0.00671498 0.00554738 0.0037348 0.00269449 0.00415615 0.00305511 0.00235884 0.00243064 0.00220903
internal_count=3910 3784 3604 3026 2952 2717 2516 2450 2136 2016 1567 1398 314 1302 887 207 415 66 680 626 556 431 381 334 299 226 195 54 232 142
is_linear=0
shrinkage=0.00151575


Tree=1619
num_leaves=31
num_cat=0
split_feature=1429 14 1213 4 480 133 1374 133 52 123 12 1 12 48 1 42 3 12 3 1186 2 12 4 16 2 52 151 3 43 159
split_gain=0.000721575 0.000718516 0.000582116 0.000493624 0.00079724 0.000468629 0.000492001 0.000462141 0.000443843 0.000555797 0.000594206 0.000656204 0.000645322 0.000521531 0.000664761 0.000332257 0.000295634 0.000326419 0.000499781 0.000496234 0.00045673 0.00125262 0.000641677 0.000446203 0.000365705 0.000440779 0.000417612 0.000417469 0.000618703 0.000270324
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 0.087785000000000016 -0.17468499999999998 0.18936500000000003 1.0000000180025095e-35 -0.023959999999999995 0.13026000000000001 0.11655500000000001 0.11930500000000001 0.10786000000000001 -0.080904999999999991 0.10420500000000001 0.092365000000000017 -0.088024999999999978 0.084620000000000015 0.086545000000000025 0.084100000000000022 -0.082509999999999986 -0.057604999999999996 0.087005000000000013 -0.010284999999999997 -0.044604999999999992 -0.080884999999999985 -0.014114999999999997 -0.23964999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 9 10 -9 12 13 14 16 -11 17 19 -19 20 21 22 -12 -24 -22 26 -26 28 -27 -10
right_child=1 -3 3 -5 -6 6 -8 8 29 15 11 -13 -14 -15 -16 -17 -18 18 -20 -21 24 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0010912704383912626 -0.00079428221895205906 -0.001010583471957263 -0.00081823851226670442 0.001024630928074001 -0.0011970522983592153 0.001037229779546737 -0.00085133918874840276 -0.00057881856593086937 -2.3645969040960652e-05 0.00015584993641561682 0.0011672513556313651 0.00090464920402644655 -0.00089962313206466281 -0.00075745692054448243 0.00089976746096093792 0.0012090311625761155 0.00063668344176225783 0.00014760035294500244 -0.00089089266912378015 0.00098507413485437968 0.0010255415924764286 -0.0013035616287379054 -0.00077967021579109007 0.00026444893474862478 -0.00099534202643710768 -0.00065028505495552192 0.00014039589349055075 0.0010573465420066076 0.00085950525285195941 -0.0009969791813860963
leaf_weight=0.0012646572472508879 0.0016567448743424465 0.0013821308853156902 0.0011589832488785303 0.0010745038572652623 0.0010294613114914314 0.0011147299761056209 0.0010690589507712503 0.0024743718256194916 0.0011909002511391598 0.0010198008855297758 0.001004465031658075 0.0021761926465823081 0.0012826864460740708 0.0012559522496884403 0.0023987383767591899 0.0015249130052860096 0.0019470758430344395 0.0020940838030953923 0.0017235733642114717 0.0013131706836886367 0.001187598811468682 0.0016177181681076847 0.0013317373795697085 0.0022386100127373973 0.0010068327092085392 0.0011279253107505105 0.0019201258514076579 0.0015496814875870539 0.0010877507133211783 0.0011387632331095734
leaf_count=181 578 125 190 179 216 28 84 115 173 25 32 84 54 44 126 197 58 145 231 41 27 306 34 71 124 63 159 53 51 116
internal_value=0 2.99143e-06 3.57868e-05 6.92801e-05 4.36072e-05 7.63936e-05 0.000103826 0.000131629 0.000103283 0.000145469 9.23621e-05 0.000151121 8.82627e-05 0.000139347 0.000187177 0.000786966 0.000106359 5.25879e-05 -0.000321252 0.00014535 6.69906e-05 -0.000223277 0.000158727 -0.000125007 0.000295101 0.000165479 -0.000250282 0.000488667 9.09224e-05 -0.000499421
internal_weight=0 0.0440983 0.0427162 0.0410594 0.0399849 0.0389554 0.0377965 0.0367274 0.0356127 0.033283 0.0307383 0.0282639 0.0260877 0.024805 0.0235491 0.00254471 0.0211503 0.0192033 0.00381766 0.0153856 0.0140724 0.00619253 0.00457481 0.00357035 0.00787991 0.00669232 0.00292696 0.00376536 0.00221568 0.00232966
internal_count=3910 3729 3604 3026 2847 2631 2441 2357 2329 2040 1818 1703 1619 1565 1521 222 1395 1337 376 961 920 443 137 105 477 450 283 167 114 289
is_linear=0
shrinkage=0.00142833


Tree=1620
num_leaves=17
num_cat=0
split_feature=0 16 47 123 130 42 48 50 51 4 16 1 12 0 48 15
split_gain=8.73834e-05 9.85816e-05 0.000127329 0.000123093 0.000141275 0.000211562 0.000200961 0.00022633 0.000144345 0.000266814 0.000155556 0.000225767 0.000163836 0.000122455 0.000145246 0.000124274
threshold=0.18055000000000002 0.31524000000000002 0.10843500000000002 1.0000000180025095e-35 -0.076814999999999981 -1.0000000180025095e-35 0.12649500000000002 0.086465000000000014 -0.07742499999999998 0.40359500000000004 -0.38486499999999996 0.094695000000000015 0.091405000000000014 -0.10575999999999998 0.086870000000000017 -0.087994999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 -7 10 -10 12 13 14 -12 -15
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 11 -13 -14 15 -16 -17
leaf_value=0.0022158318294532714 0.0019687356483333324 -0.0030863886609409819 0.00019223197714817903 0.0020507286193770574 -0.0027285141549475509 -0.001609474330704558 -0.002902427276142512 -0.0024361684721084802 -0.0014812605428607128 0.0038559670156423512 0.0026027712929871721 0.0030005798449665505 0.0021104041256059603 0.00017603541581178952 -0.001077941779979703 -0.0029949889215419639
leaf_weight=0.0011631427532318639 0.0010063944075396338 0.0011482942280046362 0.0011095090192941859 0.001360523349863244 0.0015159922717688226 0.001349290080136672 0.0010656111332612026 0.0013785639934361668 0.0017173855600471901 0.001197483845504472 0.001009160589948376 0.0017435386698056998 0.001547198725870863 0.0010729039928240583 0.0010340783562006184 0.0013047144659850572
leaf_count=172 44 316 72 302 801 237 84 465 145 181 47 168 242 129 29 476
internal_value=0 -0.000113872 -0.00147524 5.26378e-05 -0.000106345 -0.000275837 -1.79831e-05 0.000212182 0.000517041 0.000787054 0.000397301 0.00081566 0.000177347 -0.000499179 0.000739971 -0.00156406
internal_weight=0 0.0207174 0.0022578 0.0184596 0.0170991 0.0159359 0.0144199 0.0133543 0.0119758 0.0106265 0.00942898 0.00771159 0.00596806 0.00442086 0.00204324 0.00237762
internal_count=3910 3866 388 3478 3176 3004 2203 2119 1654 1417 1236 1091 923 681 76 605
is_linear=0
shrinkage=0.00690203


Tree=1621
num_leaves=16
num_cat=0
split_feature=1447 2 12 16 123 43 4 3 2 1 3 2 2 16 4
split_gain=7.53574e-05 8.44314e-05 0.000162507 0.000153971 0.000148617 0.000144442 0.000129253 0.000163932 0.000187768 0.000287391 0.000240394 0.000135043 0.0001343 0.00015377 5.1906e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.097345000000000015 -0.089864999999999987 1.0000000180025095e-35 -0.0037249999999999996 -0.49837999999999999 -0.100615 0.11230000000000001 0.11235500000000002 0.094625000000000015 0.097940000000000013 0.094010000000000024 -0.090494999999999978 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -5 -3 -8 10 -10 12 -12 13 -9 -7
right_child=1 4 -4 5 -6 14 7 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0015860341348137158 -0.0023568768746039491 -0.0018257861968022033 0.001165274245112475 -0.0015648324894765235 0.0025044421865718747 0.0015747184508416725 0.0019202746814419031 0.0023021138597148325 -0.0037423830432927966 0.00016761010596432748 0.0005969354267022968 0.0035017214875441393 -0.0017310095588431145 -0.00074565286869610829 -0.00014881224097516982
leaf_weight=0.0010077767360632947 0.0017469796102072103 0.0010285949190777513 0.0017272911456235329 0.0017529689094655243 0.00102822750941032 0.001132986865054475 0.0019196059703278255 0.0010098881416425324 0.0010133015019548608 0.0018312419945530622 0.0010424659947905202 0.0011886578880915266 0.001413233109364774 0.0013323358351668693 0.0013045215125586677
leaf_count=371 363 124 184 615 198 197 270 148 217 202 36 64 368 488 65
internal_value=0 6.39924e-05 -0.00042503 -0.000887672 0.00035665 -0.000275171 0.000169168 0.000360038 2.08924e-05 -0.00122523 0.000612993 0.00214449 -0.000296875 0.000568442 0.000652308
internal_weight=0 0.0204723 0.00766475 0.00593746 0.0128076 0.00419048 0.0117793 0.0107507 0.00883112 0.00284454 0.00598658 0.00223112 0.00375546 0.00234222 0.00243751
internal_count=3910 3539 1424 1240 2115 877 1917 1793 1523 419 1104 100 1004 636 262
is_linear=0
shrinkage=0.00589082


Tree=1622
num_leaves=16
num_cat=0
split_feature=11 4 16 49 52 2 43 150 0 13 0 16 43 49 4
split_gain=7.32776e-05 0.000115551 0.000102041 9.47576e-05 0.00014254 0.000260187 0.000168205 0.000124409 0.000177189 0.000135183 0.000124062 0.000150324 0.000134869 9.09961e-05 7.02412e-05
threshold=0.087830000000000005 0.27608500000000008 -0.38486499999999996 0.10447000000000002 0.11401500000000002 0.106285 0.088185000000000013 0.086420000000000011 -0.10575999999999998 0.17936000000000002 -0.084304999999999977 -0.083144999999999983 -0.08799499999999999 -0.0019649999999999997 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 14 10 -10 -12 -13 -7 -4
right_child=-2 -3 3 -5 -6 13 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.001297787450578403 -0.0014379221879704336 0.0013514267619643648 0.00052728800799081699 0.0016095835781870698 -0.0017791244114830997 0.00074890232844859891 -0.0022948589131824809 -0.0014340890307275183 -0.0011390430282486445 -0.0019818294279958385 0.0022572970120977426 0.0014705901734515471 -0.0010042253354743821 0.0030575590450871129 0.0024779321083727881
leaf_weight=0.0018825315400664523 0.0010547092883954603 0.0019389288439621731 0.0010435699198503567 0.0011413182317873407 0.0013380758104623381 0.0010407603685399502 0.0010762397144353933 0.0015748130845464345 0.0016490861873058472 0.0010926790903193484 0.0012630790054903862 0.0011098005059630147 0.0017461494759946272 0.0010638224769157776 0.0012504196672304957
leaf_count=178 157 388 107 285 419 101 189 159 668 101 142 174 616 178 48
internal_value=0 6.2937e-05 -7.37882e-05 6.68002e-05 -4.86739e-05 0.000117782 -0.000202758 7.09157e-06 0.000255005 -0.000191553 0.000147587 0.0006627 -4.25308e-05 0.00191588 0.00159056
internal_weight=0 0.0202113 0.0182723 0.0163898 0.0152485 0.0139104 0.0118058 0.0107296 0.00915478 0.00686079 0.00576812 0.00411903 0.00285595 0.00210458 0.00229399
internal_count=3910 3753 3365 3187 2902 2483 2204 2015 1856 1701 1600 932 790 279 155
is_linear=0
shrinkage=0.00555105


Tree=1623
num_leaves=18
num_cat=0
split_feature=124 50 15 47 158 156 43 49 151 150 52 2 16 16 0 43 15
split_gain=7.18795e-05 9.86682e-05 0.000163605 0.000138672 0.000108031 0.000114494 0.000104081 0.000102562 0.000189154 0.000146549 0.000210185 0.00022661 0.000143928 0.000116356 0.000148239 6.23668e-05 5.44901e-05
threshold=0.0049200000000000008 0.10625000000000001 -0.26361999999999991 0.117025 0.083745000000000014 0.083950000000000011 -0.15109999999999998 -0.14811499999999997 0.056555000000000001 0.089810000000000015 0.093400000000000011 0.091525000000000009 -0.091214999999999977 -0.083144999999999983 -0.10131499999999999 -0.27619499999999997 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 15 -8 9 10 11 12 -9 -14 -15 -4 -13
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 -12 16 13 14 -16 -17 -18
leaf_value=0.0021770045166854338 0.0014882935084988829 -0.0018115353792109963 0.00051300953040831604 -0.0021158523374322099 -0.0018289595442217339 -0.0013138433534241555 0.0018331839925509797 -0.0019559534115524166 -0.0022242337589627207 0.0020078339774896063 -0.0020509345981636704 0.00083611394074565378 0.0017985387927546867 0.0010797695619898027 -0.0018858647156714296 0.0025035528394398306 0.0026232057049078183
leaf_weight=0.0010937953854059544 0.0010156871104092793 0.0010481534336757295 0.0010846987340787789 0.0010943367762582526 0.0010063635705673873 0.0016571313323645023 0.0010230874926708813 0.0013846646556939426 0.0012187201231537168 0.0012831949739162971 0.0014965877318812992 0.0010336985997531356 0.0010986175095156741 0.0010599293159161399 0.0011971491470506735 0.0010174594012051187 0.0012661129557989259
leaf_count=243 91 410 122 124 321 439 65 227 67 113 386 242 235 29 546 102 148
internal_value=0 -8.64911e-05 8.5948e-06 -0.000123747 5.80554e-06 0.000122513 0.000290562 8.3883e-05 -7.82458e-05 0.000188085 -8.54486e-05 0.000332371 -0.000389341 0.000257093 -0.000493196 0.00147645 0.00181996
internal_weight=0 0.0200637 0.0190155 0.0179218 0.0168274 0.0158211 0.0141639 0.0120618 0.0110387 0.00981995 0.00853676 0.00704017 0.00474036 0.0033557 0.00225708 0.00210216 0.00229981
internal_count=3910 3819 3409 3166 3042 2721 2282 2058 1993 1926 1813 1427 1037 810 575 224 390
is_linear=0
shrinkage=0.00577531


Tree=1624
num_leaves=16
num_cat=0
split_feature=42 156 159 0 15 43 0 12 150 4 13 52 1 4 0
split_gain=7.80751e-05 9.83113e-05 0.000106996 0.000125919 0.000215939 0.000186002 0.000193337 0.000115599 0.000109697 0.000296313 0.00020372 0.000186637 0.000170355 0.000199167 9.58483e-05
threshold=-1.0000000180025095e-35 0.091280000000000014 -0.034019999999999988 -0.074249999999999997 -0.029114999999999999 -0.082884999999999986 0.10302000000000001 0.092365000000000017 -1.0000000180025095e-35 0.25367000000000006 -0.084084999999999979 1.0000000180025095e-35 0.086560000000000012 0.015635000000000003 -0.080229999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 7 -5 -6 -7 8 -4 10 -10 12 -12 -14 -1
right_child=1 -3 3 4 5 6 -8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.0017833343370552254 -0.0011499753621509448 -0.0013584182412788384 -0.0012776666768899133 0.0029670332851000894 0.0022216036031865137 -0.002195698064474054 0.0010933601483192935 -0.0014069333338604284 -0.0014611098498037178 0.003051349727368972 0.001663508512411656 0.0026891044735074896 -0.0025657488116486026 0.00064087829948162288 4.9567237469036224e-05
leaf_weight=0.0015135938862851604 0.001470434505100547 0.0012093746108224673 0.0011581177530652926 0.001351244739309615 0.0010687660965657542 0.0010665738154755381 0.0010508388322651996 0.0013855698248974443 0.0018489261236929863 0.0011616678893062726 0.0012997201168315478 0.0010534091523316802 0.0010404513232794704 0.0012787506387397229 0.0019129413772708262
leaf_count=644 415 305 127 288 74 216 59 203 590 192 123 111 123 24 416
internal_value=0 0.000138486 0.000249996 0.000389427 0.00114396 0.000370803 -0.00056339 5.46503e-05 0.00028371 0.000519071 6.79816e-05 0.000673071 8.62362e-05 -0.000797694 -0.000760075
internal_weight=0 0.0174438 0.0162345 0.014764 0.00453742 0.00318618 0.00211741 0.0102266 0.00884104 0.00768293 0.00652126 0.00467233 0.00361892 0.0023192 0.00342654
internal_count=3910 2850 2545 2130 637 349 275 1493 1290 1163 971 381 270 147 1060
is_linear=0
shrinkage=0.0054422


Tree=1625
num_leaves=16
num_cat=0
split_feature=13 39 457 15 49 16 0 0 3 51 52 1 2 42 4
split_gain=7.73893e-05 0.000121851 0.000150438 0.000135316 0.000160238 0.000119197 9.68958e-05 9.59046e-05 0.000150604 0.000131592 0.000169459 9.97502e-05 0.000186308 9.53072e-05 8.48945e-05
threshold=-0.094679999999999986 0.005105000000000001 0.082870000000000013 0.088615000000000013 -0.014479999999999998 -0.094359999999999986 -0.084304999999999977 -0.053834999999999994 -0.13309499999999996 -0.079404999999999989 0.089525000000000007 0.092550000000000007 0.084065000000000015 -0.0060199999999999993 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 14 9 -9 -6 11 12 -11 -3 -1
right_child=1 13 5 -5 7 -7 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.00099397294947152926 -0.0023621505559132342 -0.00015443534223955977 -0.00056673226789876689 -0.002007898938197381 0.0018559091469557061 0.0017068599338548242 0.0016501730576357519 0.00025941892870729621 -0.0026280975623797398 0.0016851176112122805 0.0013998494640091439 -0.0016607798864842727 -0.0015152472838110091 0.0020661309565432979 0.00085467710659132342
leaf_weight=0.0012894880400456388 0.0010404351761032918 0.0010709103923782215 0.0011201112848251427 0.0017306296295458582 0.0011019061191104313 0.001585751083668153 0.0016302688529840339 0.0010566589435643259 0.0010016276792876302 0.0010149194097179839 0.0014309769955210203 0.0018155029853182403 0.001057241899643839 0.0011317039154218637 0.0015659226760524891
leaf_count=223 171 81 65 760 284 147 130 142 183 245 286 112 613 315 153
internal_value=0 -0.000179772 -0.000363842 -0.00063552 -0.000386018 0.00076569 0.000612364 -0.000143527 -0.00114574 0.00017776 -0.000169916 -0.000747718 5.22525e-05 0.000986492 1.98367e-05
internal_weight=0 0.0161584 0.0139558 0.0112499 0.00951927 0.00270586 0.00448568 0.00847883 0.00205829 0.00642055 0.00531864 0.00388766 0.00207216 0.00220261 0.00285541
internal_count=3910 3404 3008 2796 2036 212 506 1865 325 1540 1256 970 858 396 376
is_linear=0
shrinkage=0.00533549


Tree=1626
num_leaves=29
num_cat=0
split_feature=1429 1213 14 4 480 133 46 13 52 40 47 12 4 43 1429 0 457 47 2 3 52 49 0 160 1 1 3 0
split_gain=0.000603069 0.000540522 0.000497237 0.00045456 0.000508171 0.000428347 0.000348703 0.000418136 0.000485343 0.000291336 0.000532792 0.00028766 0.000258289 0.000431368 0.000355127 0.000289308 0.000402123 0.000239349 0.000444569 0.000426816 0.000339723 0.000391997 0.000331441 0.000242785 0.000249627 0.000169779 0.000126419 6.5395e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.51060500000000009 0.08456000000000001 -0.26719999999999994 0.081930000000000017 -0.091229999999999992 0.078330000000000025 0.057150000000000006 0.13206500000000002 0.092365000000000017 -0.23071499999999998 -0.083254999999999982 0.079110000000000014 -0.060094999999999989 -0.066264999999999991 0.09550500000000002 -0.0050599999999999994 -0.089974999999999986 -0.069134999999999988 -0.083359999999999976 -0.083424999999999985 0.099550000000000013 0.077800000000000022 0.08844500000000001 0.090325000000000003 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 11 10 12 25 13 -9 15 16 -14 18 -18 -20 21 -21 23 24 -22 -7 -23 -26
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 -12 -13 14 -15 -16 -17 17 -19 19 20 22 26 -24 -25 27 -27 -28 -29
leaf_value=-0.0010586029850804164 -0.00076984444476230218 -0.0007752664438204971 -0.00084232706997329509 0.00093712906789545768 -0.0008905477528207891 0.00053020131707204841 -0.00059332215411108595 0.00017942503761653127 -0.00013600378911517584 0.00070567151564447607 -0.00094701318393643121 0.00019429909114096201 -0.00069012695683743762 -0.00081425909485758122 0.00082738111871104986 0.0005619804933026611 -0.00068944506953377599 0.00052358888822749824 -0.0004814217717156669 0.00052459691370797549 0.00030757091767078421 -0.00079354351353519751 -0.00023733712798436983 2.5978895012540092e-05 0.001256292728106078 0.0011782305866667403 -0.0001335301726678849 0.00078914506003004679
leaf_weight=0.0010061351312494879 0.0015944950937868399 0.0010717616838291635 0.00114434025532295 0.001036901587150473 0.0010472376710857828 0.0012656358031346562 0.0012990123017857505 0.0016152182629904921 0.0019834408996932673 0.0011250290628497242 0.001019487448163491 0.0015700481821694368 0.0013892625700265828 0.001551713513054046 0.0011660856879867057 0.0018648952567509479 0.0014856826339133449 0.001825209025807851 0.0019285411290204573 0.0010623614657949698 0.0015114365920725807 0.0011001167400359578 0.0011816498191362891 0.0011796209511629741 0.0010727986405165701 0.0017383440219860269 0.0010069149084301898 0.0010989636949600978
leaf_count=181 592 188 111 179 240 44 48 38 93 41 37 52 121 115 218 184 68 126 220 30 188 156 373 26 48 120 14 59
internal_value=0 -2.8412e-06 3.08111e-05 5.91987e-05 3.25501e-05 6.1744e-05 8.97413e-05 0.000118604 0.000420058 3.68683e-05 4.23935e-06 0.000661183 4.82398e-05 -0.000307454 0.000107924 6.0546e-05 1.52006e-06 6.80017e-05 2.15314e-06 9.4368e-05 0.000214886 -0.000142025 0.00040203 0.000557395 0.000727592 0.000905203 -0.000478134 0.0010199
internal_weight=0 0.0379362 0.0363417 0.0351974 0.0341605 0.0331132 0.0320415 0.0307425 0.00655747 0.024185 0.02306 0.00457403 0.0220405 0.00316693 0.0188735 0.0177075 0.0158426 0.0144533 0.0126281 0.0111424 0.00921386 0.00316939 0.00604447 0.00486282 0.0036832 0.00300398 0.00210703 0.00217176
internal_count=3910 3729 3137 3026 2847 2607 2419 2371 309 2062 2021 216 1984 153 1831 1613 1429 1308 1182 1114 894 200 694 321 295 164 170 107
is_linear=0
shrinkage=0.00134594


Tree=1627
num_leaves=17
num_cat=0
split_feature=11 3 1 3 43 48 160 12 151 0 13 15 43 42 0 1375
split_gain=6.76831e-05 9.67735e-05 0.000113586 9.96138e-05 7.60654e-05 0.000238333 0.000142136 0.00014789 0.000141565 0.000137424 0.000264755 0.000164281 0.000129871 0.000139399 0.00012062 6.48599e-05
threshold=0.08184000000000001 -0.10628499999999998 0.076710000000000014 -0.084129999999999996 -0.06705499999999999 0.086665000000000006 -0.089599999999999985 -0.013124999999999998 -0.0088999999999999982 -0.10071499999999999 -0.09547499999999999 -0.10312999999999999 -0.079109999999999986 0.083970000000000017 -0.12329499999999999 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 12 -6 -8 -9 11 -11 -10 13 -5 15 -13
right_child=-2 3 -4 4 6 -7 7 8 9 10 -12 14 -14 -15 -16 -17
leaf_value=4.8627500681767063e-05 -0.0010784047851130274 -0.0012310029815829704 0.0019737847866791586 0.00037642094106574099 0.001265847635466163 0.0025259414352894042 -0.0021358403965915074 -0.0014989190607578836 -0.0010036457042327143 0.00095967581149906207 -0.0022639032741131799 0.0014014520950303565 0.0012830193990020485 -0.002056004728226779 0.0025910762290236237 -0.00029374273855890982
leaf_weight=0.0016698670120024453 0.0012935035754786653 0.0015878992661771439 0.0012525673588918429 0.0011917221356573457 0.0013762369530679113 0.0010979443172536435 0.0010184980313818178 0.0015429125079062809 0.0010395651652033155 0.0010943483639885287 0.0013039649355680487 0.0010591520453857584 0.001103110660544397 0.0010221132297249524 0.0010067232411836713 0.0010492545006468568
leaf_count=138 224 875 160 146 188 189 192 146 81 84 729 25 259 376 27 71
internal_value=0 6.3251e-05 0.000873758 -8.03608e-05 4.2218e-05 0.000574369 -0.000181733 -0.000400311 -0.000181974 0.000128102 -0.000792987 0.000659803 -7.16225e-05 -0.000746614 0.00121492 0.000557834
internal_weight=0 0.0194159 0.00292243 0.0164934 0.0149055 0.00441489 0.0104907 0.00911442 0.00809592 0.00655301 0.00239831 0.00415469 0.00331695 0.00221384 0.00311513 0.00210841
internal_count=3910 3686 298 3388 2513 970 1543 1355 1163 1017 813 204 781 522 123 96
is_linear=0
shrinkage=0.00483252


Tree=1628
num_leaves=31
num_cat=0
split_feature=1213 1429 1374 14 4 483 457 44 0 15 12 13 16 2 13 3 0 132 3 13 13 1186 47 13 15 16 13 12 1 49
split_gain=0.000605719 0.000633765 0.000661475 0.000570694 0.000414783 0.000623131 0.000381183 0.000408545 0.000488611 0.000583059 0.000501016 0.000495365 0.000586925 0.000448797 0.000427571 0.000451104 0.00041162 0.00044043 0.000554057 0.000495112 0.000485614 0.000400436 0.000505552 0.000517212 0.000606607 0.000390375 0.000449033 0.00032813 0.000301938 0.000233115
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 0.077685000000000018 0.50657000000000008 0.091685000000000016 0.53894500000000012 0.085085000000000008 -0.13027499999999997 -0.11739999999999999 0.089370000000000019 -0.094679999999999986 0.28937500000000005 0.088405000000000025 -0.084184999999999996 0.082730000000000012 -0.070894999999999986 0.080815000000000012 -0.075679999999999983 0.086705000000000018 0.17936000000000002 0.085080000000000003 0.09550500000000002 -0.082014999999999991 0.088345000000000021 -0.013279999999999998 -0.015744999999999999 0.086865000000000012 0.078340000000000007 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 10 13 25 12 27 -10 -13 16 21 18 19 -18 -21 22 23 -16 28 26 -3 -11 -25 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 9 11 -12 14 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00077103198217448089 -0.00093375747355906404 0.0010782826390038065 -0.00084850344459454848 -0.00081609757470229357 0.00085359954339911089 -0.00077410599682664442 -0.00053077867227750112 -0.00057391519436260905 -0.0011420193845103753 0.00018963066919770944 -0.00043299564511872806 -0.00070360079543507802 -0.00023840702247460906 2.3361177374201798e-05 0.0004720201839658119 -0.00055378884116673722 -0.0008258277655339109 0.0010643052164223106 0.00066768598129775996 0.00084040711097158798 -0.0003260238259532537 0.00066220777718151906 0.00063604006507956569 -0.0011457198408182493 0.00016236023448373769 0.0010494841265411734 0.00051890913664230068 0.00098010071367370002 -0.00042243680469291082 -3.1258658575939447e-05
leaf_weight=0.0016396880950775286 0.0011069496259014646 0.001158390742395988 0.001312745684701965 0.0011483131816409911 0.0011145488400658423 0.0013615489376646158 0.0014863710083545803 0.0013006743559884617 0.0010890141765529026 0.0012556733628183983 0.0010147865724015057 0.0012133939980776233 0.0013983132822374955 0.0010384961388085756 0.0012535999966636312 0.0016712641265712582 0.0010711254118584979 0.0012088160058971731 0.0025759145427963473 0.0010753126411966463 0.0012319171813111041 0.001150857924586913 0.0011663082312158846 0.0015620700092189854 0.0018844408134919277 0.0017136094964249537 0.0021576171278550058 0.0025813068358970792 0.0022888453974934109 0.0029094885749012525
leaf_count=592 181 86 77 108 201 217 15 52 82 74 46 320 17 99 103 59 159 61 166 58 20 44 58 348 292 65 44 64 123 79
internal_value=0 1.39112e-05 3.80851e-05 6.57422e-05 9.04804e-05 6.91205e-05 9.8974e-05 0.000124292 0.000149751 6.38168e-05 0.000406163 0.00011893 0.000465053 -0.000573165 2.53025e-05 7.40579e-05 0.000137771 0.000366316 0.000224612 -0.00011322 0.000217606 -3.81446e-05 -0.000136977 -0.000265977 -0.000427285 0.000513425 0.000365872 0.000721415 -0.000715826 0.000203008
internal_weight=0 0.0445017 0.0433948 0.042082 0.0409337 0.0398192 0.0384576 0.0369712 0.0356706 0.0267167 0.00895389 0.0245892 0.00523529 0.00212751 0.0193539 0.0181405 0.0164692 0.00716309 0.00595427 0.00337836 0.00230723 0.00930612 0.00815526 0.00698896 0.00573536 0.00793911 0.0062255 0.00383698 0.00385092 0.00506711
internal_count=3910 3318 3137 3060 2952 2751 2534 2519 2467 2147 320 1966 155 181 1811 1491 1432 464 403 237 78 968 924 866 763 274 209 138 471 123
is_linear=0
shrinkage=0.00126831


Tree=1629
num_leaves=31
num_cat=0
split_feature=14 1213 1429 1374 1374 52 52 42 156 15 0 1 44 39 52 0 16 43 4 43 42 47 1 42 16 16 2 52 12 150
split_gain=0.000871631 0.000583566 0.000588114 0.00041702 0.000409621 0.000410889 0.00067523 0.000460695 0.000389704 0.000566309 0.00065132 0.000434091 0.000272524 0.000541497 0.000468043 0.000397995 0.000599328 0.000325806 0.000596764 0.000704904 0.000699766 0.000408133 0.000544367 0.000638534 0.000598657 0.000245987 0.000223743 0.000214287 0.000161977 0.00015052
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.094679999999999986 -0.048794999999999991 -0.42985499999999993 -0.11145999999999999 0.013700000000000002 -0.053579999999999996 -0.032484999999999993 0.088965000000000002 0.088980000000000017 0.084535000000000013 -0.0025949999999999997 -0.15137999999999999 -0.19424999999999998 -0.50749999999999995 -0.08422499999999998 0.056750000000000009 -0.088669999999999985 0.096175000000000024 0.095575000000000007 0.083725000000000008 -0.057604999999999996 -0.19424999999999998 0.093655000000000002 -0.07125999999999999 0.088375000000000023 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 27 6 -6 -7 9 11 -11 29 13 14 -9 16 -16 -17 19 26 -20 22 23 24 -22 -24 -19 -4 -25 -8
right_child=-2 2 3 -5 5 7 8 12 -10 10 -12 -13 -14 -15 15 17 -18 18 20 -21 21 -23 25 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082106833537152796 -0.0011299920301998233 -0.0010188246900532409 -0.00098346527484942273 -0.00081815332009236945 -0.00058285162747460126 -0.00083738198688557597 -0.00022341529571699492 -0.00073173540213929513 0.0011060959995802687 -0.00094271610431180672 0.00052644348862545122 0.0010736822790666221 -0.00064133490804925658 0.00092334419654959473 2.996749822446976e-05 0.00076569608315965078 0.0012298542198971461 -0.00046411346440565466 0.0010471485070065621 0.00026285931761679295 -0.0010681007025695962 -0.00070376432038184329 0.0012551946122688819 0.00080027124810865772 5.3433720080761357e-05 0.00027816957332027031 -0.0013441002612087658 -5.7198753703405409e-05 9.6168508788925953e-05 0.00056839676141941036
leaf_weight=0.0017016886144783075 0.001459551606219355 0.0010651167378513396 0.0010590805333592357 0.0010723820221611993 0.0013384671530495282 0.0012072245231243483 0.0010181704161324199 0.0014921680032863585 0.0019322570433400466 0.0012329725493793742 0.0013328683668024635 0.0025634128764234765 0.0010534192475404316 0.001641924453350401 0.0020222515597976276 0.0011644500194734056 0.0015691701944220348 0.0010349331035792607 0.0015419301712142871 0.0015431631835411963 0.0018496107573772735 0.0015134983045270731 0.0010486462755757708 0.001396400498373529 0.0022259369696868911 0.0011432742298173038 0.0015052146751237672 0.0010614200309806412 0.001377652491982434 0.0010201124727018396
leaf_count=578 126 180 13 74 239 96 95 246 165 148 52 181 37 189 100 17 22 126 56 28 240 87 79 139 79 99 39 53 313 14
internal_value=0 1.4934e-05 4.9609e-05 7.80862e-05 0.0001028 0.000138707 0.000383312 4.17389e-05 0.000525423 0.000368883 -0.000179537 0.000674674 8.39818e-05 0.000115725 5.66009e-05 0.000112788 0.000554224 2.1383e-05 -3.21832e-05 -0.000513762 0.000130373 -3.55389e-06 0.000113657 -8.85664e-05 -0.000455554 0.000745592 -0.000985567 -0.000519821 0.000450599 0.000172868
internal_weight=0 0.0427288 0.0410271 0.039962 0.0388896 0.0367691 0.0104383 0.0263309 0.00909979 0.00716754 0.00256584 0.0046017 0.0251236 0.0240702 0.0224283 0.0209361 0.00359142 0.0173447 0.0161803 0.00408331 0.0120969 0.010555 0.00904152 0.0068496 0.00407555 0.00219192 0.00254015 0.0021205 0.00277405 0.00203828
internal_count=3910 3784 3206 3026 2952 2886 894 1992 655 490 200 290 1896 1859 1670 1424 122 1302 1285 193 1092 1036 949 771 319 178 165 66 452 109
is_linear=0
shrinkage=0.00145689


Tree=1630
num_leaves=15
num_cat=0
split_feature=403 484 11 0 43 43 42 3 47 0 133 160 2 1
split_gain=7.10958e-05 0.000115807 0.000108546 0.000105378 0.000192599 0.000185807 0.000165705 0.000188741 0.000101595 0.000139304 7.31195e-05 0.000113803 8.98294e-05 0.00012184
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.017269999999999997 -0.24333999999999997 -0.084699999999999984 -0.088669999999999985 -0.084129999999999996 0.087850000000000025 -0.10462499999999998 0.077945 0.086110000000000006 0.11462500000000002 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -8 10 -10 11 12 13 -9
right_child=1 -3 -4 5 6 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0013772754997327715 -0.0019430591976289378 -0.0016971665436871499 -0.0014265682180709537 0.0027319237167679105 0.002355972364989889 -6.5683300686680091e-05 -0.0021006291459012292 0.0013456305960675319 -0.00186923017431281 0.00049282207736999601 0.0016838732571889058 -0.00082197444102500357 0.0022190548964133952 -0.00070922682116840885
leaf_weight=0.001109888325473019 0.0013119947502684389 0.0010854039922746491 0.001230838829074348 0.0013698765443255212 0.0010938264641225928 0.0015699011313574417 0.0010929003894008015 0.0019409301525439085 0.0013605217289076599 0.0017706868559809611 0.0016570055256167338 0.0017709625260100004 0.0010981661810367631 0.0016408291257936219
leaf_count=930 121 264 206 94 174 188 368 319 83 202 415 106 185 255
internal_value=0 6.61309e-05 0.00016735 0.000278329 8.69135e-05 0.00123794 0.000285286 0.00010162 0.000315768 -0.000533498 0.000643749 0.000376578 0.00083013 0.000404286
internal_weight=0 0.0199938 0.0189084 0.0176776 0.0147378 0.00293978 0.0134258 0.012332 0.0112391 0.00313121 0.00810789 0.00645089 0.00467993 0.00358176
internal_count=3910 2980 2716 2510 2228 282 2107 1933 1565 285 1280 865 759 574
is_linear=0
shrinkage=0.00555105


Tree=1631
num_leaves=16
num_cat=0
split_feature=4 0 4 1 15 2 0 1 16 42 16 47 43 151 13
split_gain=7.67317e-05 0.000169953 0.000117769 0.000120979 0.000192803 0.00014122 0.000375257 0.000172664 0.000123819 0.000116319 0.00010973 0.000103494 9.70072e-05 9.49822e-05 5.53371e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.08422499999999998 0.085835000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13506999999999997 0.11052000000000002 -0.084184999999999996 0.083725000000000008 -0.055679999999999993 0.09252500000000001 -0.075819999999999985 -0.0088999999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 10 7 13 -6 -4 11 -5 -12 -7 -3
right_child=1 14 3 5 8 6 -8 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.0014569339104964134 -0.0014912229879463033 0.0024076066246579361 -0.0031475377546159367 0.0014159716330053992 -0.00071589655500834369 2.4019256633675816e-05 0.0040159473603045845 -0.00096953991311774543 0.0016595631616067956 -0.00064613000711099362 -0.0025493931271402008 -0.00073134145016423254 -0.0001351210321224735 0.0020229906367418568 0.00068444782407047497
leaf_weight=0.0010696978802524617 0.0017317735276215487 0.0010728320107912248 0.0011171264939591925 0.0014338772670216687 0.0015589517935691299 0.0013004728870480431 0.0010125865472147833 0.0019669172402818381 0.0011940136895610852 0.0011757149066164672 0.001001655048665645 0.0013361005123534442 0.0010508840252805574 0.001676930984341185 0.0012357407532747429
leaf_count=80 506 111 424 329 277 97 202 154 395 585 187 71 174 102 216
internal_value=0 6.9298e-05 -0.000116883 3.35127e-05 -0.000675882 0.000365578 0.000937255 0.000306745 0.000314386 -0.00186487 -0.000340574 0.000380214 -0.0013133 0.00114988 0.00148523
internal_weight=0 0.0198656 0.017557 0.0158252 0.00504581 0.0107794 0.00595691 0.00494432 0.00275297 0.00229284 0.00482252 0.00276998 0.00205254 0.0029774 0.00230857
internal_count=3910 3830 3503 2997 1681 1316 555 353 672 1009 761 400 361 199 327
is_linear=0
shrinkage=0.00555105


Tree=1632
num_leaves=31
num_cat=0
split_feature=14 1429 1212 1374 457 133 160 42 12 123 457 38 4 151 0 48 0 48 2 3 15 0 42 4 13 403 403 3 131 3
split_gain=0.000640909 0.000664502 0.000563925 0.000495588 0.000469962 0.000443279 0.000555236 0.000404177 0.000663964 0.000459889 0.000548094 0.000480102 0.000378364 0.000657345 0.000677041 0.00056267 0.000552232 0.000481161 0.000441428 0.00051984 0.000390019 0.00103049 0.000375922 0.000338453 0.000659183 0.000433831 0.000415556 0.000344407 0.000343809 0.00030093
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.098834999999999992 -0.26719999999999994 -0.40446999999999994 -0.11403999999999999 0.051320000000000005 0.086020000000000013 -0.0034949999999999994 1.0000000180025095e-35 0.074650000000000008 0.056555000000000001 -0.11991499999999998 0.091555000000000011 -0.10209999999999998 0.088465000000000002 0.11339500000000001 -0.077894999999999978 -0.10071499999999999 -0.089879999999999974 0.08401500000000002 -0.51381999999999983 -0.083514999999999992 0.03138500000000001 0.088015000000000024 0.097615000000000021 1.0000000180025095e-35 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 -8 10 -9 12 13 14 17 -15 -16 -12 19 22 -18 -22 -14 -23 27 28 -27 -25 -26 -20
right_child=-2 2 3 -5 5 6 7 9 -10 -11 11 -13 18 15 16 -17 20 -19 29 -21 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0010864660830034419 -0.00098806950937092766 -0.00084811834297844255 0.0010007551956423453 -0.0008889539190906102 -0.00083212334900432646 -0.00093741003980016128 0.00024082152308907843 -0.00083592806336546858 -0.0012340524295097269 0.001030815067269939 0.00095267530062670002 -0.00072563958663901019 0.000740846465195712 -0.0013096373643728598 -0.00086202349905271935 0.00014400008975813086 0.00086841648464015234 4.734212656833907e-05 0.00041485970666425988 0.0011429840742559053 -0.0013261758691730124 -0.00049871053629264059 -0.00023875015920436237 0.00044276982989680902 -2.8204657650612695e-05 0.0011655851318228374 -5.7725586941309764e-05 0.0014563521361906965 -0.00097175165904265441 -0.00058391961774359089
leaf_weight=0.00113905181689014 0.0014017419029773706 0.0014651927136798961 0.0011859217187080153 0.0011114633626470019 0.0011233156372333899 0.0010731491829970565 0.0014293374996920951 0.0011933258494185575 0.001184987387020775 0.0012584891947948753 0.0034931872037198162 0.0012257701624457376 0.0018049124599488486 0.0012226646899277096 0.0013401742650671509 0.0010510568830035538 0.0013268301284595383 0.0019369408633069796 0.0013973684961252619 0.002767905661769765 0.0010755663750550608 0.001435528100024887 0.001541748962074152 0.0018685931127106498 0.0038540146970140309 0.0011370817836757752 0.0012237001564354699 0.0011491454032395154 0.0010411044633312772 0.0011818261650520245
leaf_count=180 126 273 56 74 205 249 45 163 116 184 74 76 64 48 21 23 76 50 109 120 126 47 38 245 700 23 69 27 238 65
internal_value=0 1.22011e-05 4.05782e-05 7.11191e-05 9.68173e-05 7.02417e-05 9.60904e-05 0.000125169 -0.00042769 0.000165853 0.000134087 0.000169085 0.000203519 0.000106221 0.00018722 -0.000637675 3.17067e-05 0.000629741 0.000462672 0.000675885 0.000116584 3.85573e-05 0.000289563 0.000163917 0.000256506 1.85133e-05 0.000531488 0.000828739 -0.00022888 -4.27961e-05
internal_weight=0 0.0452394 0.0441003 0.0426351 0.0415236 0.0403377 0.0392144 0.0381413 0.00261432 0.0355269 0.0342684 0.0330751 0.0318493 0.0231556 0.0208819 0.00227372 0.0154517 0.00543013 0.00869376 0.00611457 0.0141116 0.0127847 0.00334666 0.0117092 0.0102736 0.0072559 0.00236078 0.00301774 0.00489512 0.00257919
internal_count=3910 3784 3604 3331 3257 3201 2996 2747 161 2586 2402 2239 2163 1767 1696 71 1572 124 396 222 1551 1475 102 1349 1302 1030 92 272 938 174
is_linear=0
shrinkage=0.00145689


Tree=1633
num_leaves=17
num_cat=0
split_feature=13 15 43 1 3 47 52 16 0 1 2 4 52 1 16 16
split_gain=6.77621e-05 0.000103697 0.000279885 0.000111551 0.000140302 0.00014509 0.000185323 0.000163289 0.000121755 0.000116708 0.000106949 8.86142e-05 8.74668e-05 9.70591e-05 2.64726e-05 8.76779e-06
threshold=-0.094679999999999986 0.088615000000000013 -0.084699999999999984 1.0000000180025095e-35 -0.10315499999999998 0.096175000000000024 -0.074484999999999982 0.51388000000000011 -0.084074999999999997 0.089075000000000015 0.099370000000000014 0.050655000000000006 0.096170000000000019 0.08844500000000001 -0.057604999999999996 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 8 -5 6 15 -7 -2 -8 -10 -11 13 -1 -13 -6
right_child=1 2 -4 4 5 7 9 -9 10 11 -12 14 -14 -15 -16 -17
leaf_value=5.2277441852608426e-06 -0.002213886803884001 0.0007300246096628377 -0.0029906528557049877 0.0018953445555883275 -0.00054081311885773161 -0.0023606573404083902 -0.00036663727151448403 0.00044181818444865943 0.00057713831248085688 0.0025468891045214788 -0.0015459376921318449 0.00024547486393357873 -0.00079323817174985396 0.0017370122366312359 0.001420843285249178 -0.0012321788529720675
leaf_weight=0.0016382228087280506 0.0011129616900571798 0.0010573496209429767 0.0011602329501655051 0.0012961246168932969 0.0010028797013705293 0.0012461423029322821 0.0012368125509885078 0.0010467288661540897 0.0018377513109740524 0.0013579573165548586 0.0010038511900834768 0.0010511181423702035 0.0010238772513235794 0.001927283034544508 0.0010461742445365121 0.0010047507361614369
leaf_count=167 794 158 646 238 79 193 142 40 369 123 220 169 118 221 39 194
internal_value=0 -0.00016443 -0.00121662 -6.10784e-07 0.000286385 5.4481e-05 0.000443181 -0.00108129 -0.000747295 0.00101226 -0.000172879 0.00150584 0.000554345 0.000941319 0.000831774 -0.000886818
internal_weight=0 0.0164608 0.00221758 0.0142433 0.0102887 0.00899256 0.00669969 0.00229287 0.00395456 0.00469206 0.0028416 0.00345525 0.00458938 0.00356551 0.00209729 0.00200763
internal_count=3910 3404 804 2600 1217 979 746 233 1383 473 589 331 506 388 208 273
is_linear=0
shrinkage=0.00523088


Tree=1634
num_leaves=25
num_cat=0
split_feature=14 1213 3 124 483 1374 457 151 158 13 132 133 52 16 4 13 15 16 16 1 1 13 15 0
split_gain=0.000441859 0.000383348 0.000319151 0.000374458 0.000336196 0.000240134 0.000374667 0.000307803 0.000306831 0.000280725 0.000434848 0.000256026 0.000263732 0.000469307 0.000280239 0.000224676 0.000221805 0.000272548 0.000390266 0.000198987 0.000385089 0.000176977 0.000127428 4.71458e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 -0.061329999999999989 0.088030000000000011 -0.094679999999999986 0.082870000000000013 -0.084129999999999996 0.087355000000000016 -0.094679999999999986 0.080815000000000012 0.084285000000000013 -0.40083499999999994 0.31524000000000002 -0.23071499999999998 -0.16277999999999995 -0.11739999999999999 -0.38486499999999996 -0.095109999999999986 0.095575000000000007 0.081005000000000008 -0.45122499999999993 1.0000000180025095e-35 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 8 -8 9 15 11 12 -11 14 -14 21 -16 -18 22 20 -20 -7 -19 -17
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 -12 -13 13 -15 16 23 17 18 19 -21 -22 -23 -24 -25
leaf_value=-0.00073616437305654787 -0.00096243016812599643 0.00066372693727247351 0.00079255369025347513 -0.00051377409267897207 -0.00076537049053079624 0.00044198312180813157 -2.496337390816292e-05 0.00091100404055708274 -0.00076474142741983183 -0.00072112929391149089 0.0007235729713902559 -0.00063908209741858938 -0.0006918442027874903 0.00087320443090187108 -0.00045462614351981498 0.00093991700721907502 -0.00059532503141147798 0.0010966456659844866 0.00028614626409565868 0.00056606709427330093 -0.00064658339592225196 -0.00034145729411018356 0.00036994082349305334 0.00048909055018614552
leaf_weight=0.0014173714604012863 0.0010412747221436027 0.0018978660394504748 0.0012405166712894924 0.0017675225007156561 0.0012694832761235139 0.0012955674305885623 0.0013136513415110684 0.001895419544365228 0.0011427647065929683 0.0012230638503149495 0.0014303002135955803 0.0019307295063290984 0.001496049574068784 0.0012316045559379587 0.0019355931441961604 0.0010400635490857013 0.0010658863628865084 0.0010916980368120355 0.0019931182110922169 0.0010187175300302442 0.0019182065431886386 0.0012521173522372919 0.0010409115584164574 0.0010093809015607703
leaf_count=578 126 265 162 59 290 18 97 72 195 188 167 631 81 21 135 44 46 53 253 85 190 46 39 69
internal_value=0 2.03422e-05 5.33343e-05 2.3999e-05 -1.73512e-05 1.64515e-05 5.20523e-05 0.00052786 -1.40022e-05 2.5042e-05 -6.1354e-05 -0.000131761 -6.18709e-05 1.16295e-06 -9.17431e-05 0.000351595 -2.53705e-06 0.000105116 0.000210825 -1.89237e-05 -0.000171287 5.69436e-05 0.000741946 0.000717878
internal_weight=0 0.0339176 0.0325002 0.0312597 0.0293618 0.0280924 0.0263248 0.00320907 0.0231158 0.021973 0.0173759 0.0159456 0.0140148 0.0127918 0.0115602 0.00459713 0.0100641 0.00812854 0.00706265 0.00493004 0.00391132 0.00254768 0.00213261 0.00204944
internal_count=3910 3784 3206 3044 2779 2489 2430 169 2261 2066 1889 1722 1091 903 882 177 801 666 620 528 443 64 92 113
is_linear=0
shrinkage=0.00148603


Tree=1635
num_leaves=17
num_cat=0
split_feature=483 151 1 52 0 4 157 16 133 48 3 4 48 3 15 12
split_gain=6.98714e-05 0.000101529 0.000105993 0.000130497 0.000141355 0.00018284 0.000176574 0.00031079 0.00013868 0.000172505 0.000140233 9.86696e-05 8.92885e-05 9.726e-05 0.000124949 8.39862e-05
threshold=0.088030000000000011 0.087190000000000017 0.14000500000000002 0.11588000000000002 -0.06402999999999999 -0.49269499999999994 -0.075209999999999985 0.0032450000000000005 -0.090054999999999982 0.087945000000000009 0.097615000000000021 0.0066400000000000009 0.082070000000000018 -0.021064999999999997 0.085285000000000014 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -8 12 -11 -5 13 14 -10 -7
right_child=-2 -3 -4 11 5 15 7 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0015781745950063939 -0.0013378381800361557 0.0015736164091475051 0.001613319271648161 -0.0025149204721831211 -0.00085231973612555714 0.0026234558318897205 -0.0017866989146796929 -0.0032676275664393958 0.0020556927680804187 -0.0025899739931014797 0.00013815996095614596 -0.00016994772707474998 0.0020059925993713549 -0.00067343291582670317 -0.00031451052270660402 0.00069029520461940427
leaf_weight=0.0013657039987893206 0.0011082210268465965 0.0012408950467111398 0.0010897458377281078 0.0011162376241203162 0.0011696472811087988 0.0014354193685608184 0.0013580042908949959 0.0010791989480813382 0.0014033380682300367 0.0010816001647807813 0.0011528499795296909 0.0010144034568622118 0.0010870349036531599 0.001890099443693144 0.0012415105340016219 0.0012411348030588604
leaf_count=250 354 127 131 365 158 178 384 280 392 134 59 121 82 156 548 191
internal_value=0 6.60776e-05 -3.38212e-05 -0.000135599 3.79351e-05 0.000942643 -0.000260511 -0.000504458 -0.000180835 9.67429e-05 -0.00118241 -0.00139847 0.000605141 0.000269354 0.000943103 0.00172704
internal_weight=0 0.0199668 0.0187259 0.0176362 0.0155055 0.0038462 0.0116593 0.0102936 0.00921444 0.00785643 0.00223445 0.00213064 0.00562198 0.00453495 0.00264485 0.00267655
internal_count=3910 3556 3429 3298 2812 527 2285 2035 1755 1371 193 486 1178 1096 940 369
is_linear=0
shrinkage=0.0054422


Tree=1636
num_leaves=16
num_cat=0
split_feature=42 158 50 48 4 3 3 3 0 15 1 48 13 15 0
split_gain=7.34542e-05 8.27803e-05 0.000138181 0.000169346 0.000208822 9.81684e-05 0.000183347 0.000132877 0.000131296 0.000197603 0.000106492 0.000126725 0.000157965 0.000130502 8.15702e-05
threshold=-0.11403999999999999 0.085745000000000002 0.10119500000000002 0.11930500000000001 0.27020000000000005 0.10420500000000001 0.16699000000000003 -0.010319999999999998 -0.23029999999999998 -0.10071499999999999 0.076710000000000014 0.086065000000000016 -0.028919999999999998 0.085120000000000015 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 10 -9 -10 11 12 -2 -14 -12
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 14 -13 13 -15 -16
leaf_value=-0.001019570137047306 -0.0015053443091738279 -0.0010803521285912159 -0.0013243828274044267 -0.0013737617787391468 0.0017671185782724699 0.0020815719294476351 -0.00025901944992428173 0.00057103249520936469 0.00022768466125273047 -0.001986524638248268 0.0015881635042751027 0.0012484989849154574 -0.00073113708028249992 0.0012421008275213129 0.00028384275980846769
leaf_weight=0.0011922114914898153 0.0014766094593711672 0.0010730225530180401 0.0011008041461273458 0.0011155167267055113 0.0015938223183414929 0.0012237931801770694 0.0011479672574006283 0.0012042642386234093 0.0012100928657597931 0.0017377361437829241 0.0015921912524338722 0.0010112297104160686 0.0011963973931341304 0.001176587243721626 0.0018170800616597593
leaf_count=217 748 385 425 108 301 58 85 54 34 178 190 174 240 239 474
internal_value=0 5.58489e-05 0.000121381 0.000212307 0.000320271 0.000164395 0.000948691 1.46501e-05 -0.000599423 -0.00107758 0.000322953 -7.68546e-05 -0.000425005 0.000247245 0.000892984
internal_weight=0 0.0196771 0.0186041 0.0175033 0.0163878 0.0147939 0.00237176 0.0124222 0.00415209 0.00294783 0.0082701 0.00486082 0.00384959 0.00237298 0.00340927
internal_count=3910 3693 3308 2883 2775 2474 143 2331 266 212 2065 1401 1227 479 664
is_linear=0
shrinkage=0.004207


Tree=1637
num_leaves=31
num_cat=0
split_feature=14 1213 52 1374 51 160 1 158 1374 0 47 47 49 13 16 475 52 13 50 48 47 15 3 4 13 1186 12 2 2 15
split_gain=0.000685335 0.000557225 0.00052982 0.000514961 0.000494996 0.000509098 0.000469183 0.000398071 0.000337492 0.000385897 0.000332979 0.000984539 0.00039795 0.000407868 0.000446465 0.000415096 0.000339244 0.000314905 0.000299019 0.000534417 0.000480541 0.000474187 0.000314166 0.000491455 0.000297872 0.000450673 0.000449173 0.00043974 0.00017089 0.000287172
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.51745999999999992 0.090240000000000015 -0.40274499999999996 -0.40446999999999994 0.094695000000000015 0.084965000000000027 -0.094679999999999986 -0.23029999999999998 0.09550500000000002 1.0000000180025095e-35 -0.084114999999999981 -0.09547499999999999 0.28937500000000005 -0.021729999999999996 0.078330000000000025 0.16421000000000002 0.11843500000000001 0.12862000000000004 0.08801500000000001 0.05377500000000001 0.11265500000000002 0.26048500000000002 0.019675000000000002 0.085080000000000003 0.085845000000000019 0.086915000000000006 0.11260500000000001 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 -7 -10 11 12 -11 16 15 -15 -14 24 19 20 21 28 23 -22 25 26 27 -17 29 -8
right_child=-2 2 3 -5 5 6 18 -9 9 10 -12 -13 13 14 -16 17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088796459056384911 -0.0011390715171684487 -0.0010953804564479937 -0.00085071827133709991 -0.00097353921735347164 -0.00084163330493150187 -0.00073917218333228465 0.00019908263373146406 -0.0008744762124897477 0.0010884747297473471 -0.00054202385350126986 0.00095021945035171944 -0.0014528815283440005 0.0011419687948934685 0.00093887396181965887 0.0010852647523317898 -0.00052938961315758819 9.8799061840171588e-05 -0.00099157430633405475 -0.00027830337220802052 -0.00042570617689577882 0.00093100446377705564 7.4598504690794886e-05 -0.00045841339327021589 -0.00041903429541329939 0.00069777226951912917 0.00079156698684249949 -0.00096300090394317291 0.00071565659869406465 0.0014541828946490714 0.0012330576971561105
leaf_weight=0.0016988227478768872 0.0013769962161501717 0.0010137690277804414 0.0013255073453718449 0.001159212354830518 0.0012922573901226189 0.0011977586024123346 0.0010791974001612987 0.0011754273798731387 0.0010510306911584088 0.0019769330251568915 0.0010816791016371443 0.0010841888016522297 0.0019855507285839709 0.0010005732370827617 0.0010129176112272384 0.0016753512011986708 0.0013584513941866661 0.0010270981677749091 0.001445262925509728 0.0014459191896669674 0.002088608865745023 0.0014562120740455597 0.0013078557284416092 0.0010475982123820948 0.0011847002201870183 0.0010181072298358629 0.0020432202700872287 0.0013062417580120833 0.0021960969431415456 0.001952150753934621
leaf_count=578 126 265 121 74 248 45 126 157 22 78 96 62 49 166 21 147 24 61 81 58 49 85 30 25 62 34 524 75 265 156
internal_value=0 1.43023e-05 5.26327e-05 8.24933e-05 0.000114865 0.00014994 0.000186344 3.52522e-05 8.8708e-05 0.000141436 8.53746e-05 2.9268e-05 0.000132348 0.000230289 7.13938e-05 -3.95662e-05 0.000718197 -0.000158165 0.000414608 0.000494254 0.000613792 0.000886359 0.000203864 0.000480046 -3.97316e-05 -0.000184317 -0.000382047 1.60676e-05 0.00111249 0.00086495
internal_weight=0 0.0416877 0.0399889 0.0389751 0.0378159 0.0364904 0.0351981 0.0211792 0.0200038 0.018806 0.017755 0.0166733 0.0155891 0.0136122 0.0102682 0.00925529 0.003344 0.00825472 0.0140189 0.0125736 0.0111277 0.00668366 0.00444406 0.00313621 0.00722762 0.00604292 0.00502481 0.00298159 0.00522745 0.00303135
internal_count=3910 3784 3206 2941 2867 2746 2498 1623 1466 1421 1399 1303 1241 1163 1090 1069 73 903 875 794 736 632 104 74 842 780 746 222 547 282
is_linear=0
shrinkage=0.00160853


Tree=1638
num_leaves=17
num_cat=0
split_feature=403 52 39 13 12 13 43 474 160 52 12 4 47 16 13 39
split_gain=6.93786e-05 9.0058e-05 9.84322e-05 0.00012432 0.000133259 0.000114601 0.000356471 0.000100508 0.000148433 0.000116819 0.000124862 0.000163819 0.000201341 0.000160781 0.000153905 1.93885e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.085220000000000004 -0.094679999999999986 0.088375000000000023 -0.014114999999999997 -0.083094999999999988 0.084420000000000009 -1.0000000180025095e-35 0.098910000000000012 0.086865000000000012 0.0057500000000000008 0.09252500000000001 -0.094359999999999986 0.14810000000000004 0.11383000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 8 -7 10 11 13 -13 -10 -12 -4
right_child=1 2 15 5 -6 7 -8 -9 9 -11 14 12 -14 -15 -16 -17
leaf_value=-0.0013968225076190647 -0.0014159805629798889 0.0021819508771511093 0.0019047488937390976 0.00091120562124996651 -4.9331565833975058e-05 -0.0016843591843249287 -0.0032645877088607646 0.0017422045031797602 -0.00021441463823803963 0.0019772366043895513 0.002502150956295501 0.001715029551443847 -0.0014986271576920937 -0.0033131852308532273 -0.0005213170554480372 0.00079314984525222828
leaf_weight=0.0010926087181489996 0.0012288460275734622 0.0015925088377745185 0.0010067744462976839 0.0012461208475932194 0.0018607277017577695 0.0016549985565849244 0.0013824974013182294 0.0010021214813562542 0.0010802265192637623 0.0010115923478708488 0.0011185222797075456 0.0014881637797932723 0.0010775656564634417 0.001067028392374169 0.0010431005732320919 0.0010053648502444112
leaf_count=930 372 241 269 295 137 214 707 105 31 62 164 89 38 113 50 93
internal_value=0 6.86633e-05 0.000166553 2.34006e-05 0.000979656 -0.000227297 -0.00128501 3.64087e-05 -0.000142753 0.000180769 -8.35797e-05 -0.000600363 0.000365345 -0.00175428 0.00104316 0.00134934
internal_weight=0 0.0198662 0.0186373 0.0166252 0.00345324 0.0131719 0.00262862 0.0105433 0.0095412 0.0078862 0.00687461 0.00471298 0.00256573 0.00214725 0.00216162 0.00201214
internal_count=3910 2980 2608 2246 378 1868 1002 866 761 547 485 271 127 144 214 362
is_linear=0
shrinkage=0.00566207


Tree=1639
num_leaves=31
num_cat=0
split_feature=1429 14 1213 133 133 42 123 124 1374 158 50 48 1 52 43 42 42 49 16 51 0 12 2 51 4 4 13 150 0 51
split_gain=0.000716906 0.000695539 0.000589178 0.00041779 0.000421688 0.000384609 0.00072353 0.000432469 0.00045471 0.000326523 0.000409149 0.000441963 0.000785279 0.000422224 0.000395289 0.000254126 0.000373045 0.000526166 0.000382525 0.000377862 0.00038905 0.000523198 0.000326354 0.000529556 0.000304704 0.000521941 0.000244902 0.000231415 0.00014636 0.00010634
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.16268499999999997 -0.11403999999999999 1.0000000180025095e-35 -0.013479999999999999 0.086000000000000007 0.085745000000000002 0.088425000000000017 0.11930500000000001 0.10727500000000002 0.09086000000000001 0.013605000000000001 0.092145000000000019 0.091230000000000019 -0.085974999999999982 0.081265000000000018 -0.021064999999999997 -0.077944999999999987 0.086935000000000012 0.086650000000000019 0.08955500000000001 -0.083329999999999987 0.05309500000000001 -0.094129999999999978 0.084360000000000004 -0.11991499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 9 10 11 12 14 -12 15 16 17 -9 19 -19 21 22 24 27 -21 -26 -16 -24 -14 -30
right_child=1 -3 3 4 5 6 -8 8 -10 -11 13 -13 28 -15 26 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0011731419161481039 -0.00079459113947667032 -0.00098764529804351619 -0.00077649779790661883 0.00096879117896057269 -0.00052407744365008603 -0.00076131789616367318 0.00091301257838401055 -0.00080231187708121082 -0.00082131608092614328 -0.00050611866646084317 -0.0010790459862458962 -0.00049071134144534857 0.0012386507321171065 0.00014770485511694152 0.0009788684995875015 -0.00043934916699221363 0.00095531624002923564 0.0010422978735618866 -0.00049934092645666543 0.00056582012072165422 0.00084897141197367307 -0.00083141695421876138 0.00046433192190542105 -0.00028498095456794774 -0.00082775260614295957 0.00031299174450801967 0.00019497962244333639 0.0013986825550626404 0.00099675886019006256 0.00038963261794594929
leaf_weight=0.0010160729687991856 0.0015467272247155764 0.0013043245918820104 0.0010655874063238971 0.0010952131921582167 0.001912900190124355 0.0011874836467228858 0.0021203067320808558 0.0012328015034892567 0.0010131825201822311 0.0014845593084638333 0.001004982235661144 0.001605288041197638 0.0013241961585612749 0.0012156116192217903 0.0016768732913874373 0.0017115793493974176 0.0010025688261463559 0.0010608089685657527 0.0015303985852054289 0.0011121774688247401 0.0013934897598648728 0.0011414664105115491 0.0010223294875331135 0.0010386241947566432 0.0016579861331600387 0.0014962979630865902 0.0014636574460208376 0.0010574137708516673 0.0010028805604473945 0.0012977525840267004
leaf_count=181 578 125 204 56 146 65 285 67 95 215 276 71 83 151 29 205 33 92 156 62 61 232 59 19 110 15 88 25 52 74
internal_value=0 1.80242e-05 5.21169e-05 8.75808e-05 0.000113255 8.63048e-05 0.000121843 6.72619e-05 0.000100562 0.000133297 0.00016839 0.000219895 0.000269015 -0.00040749 0.000158274 7.14003e-05 0.000130682 7.05273e-05 0.000156535 0.000247946 0.000162999 5.08876e-05 0.000187265 0.000531592 -6.44049e-05 -0.000286618 0.000613534 0.000939388 0.000867763 0.000654288
internal_weight=0 0.0397795 0.0384751 0.0369284 0.0358628 0.0347676 0.0328547 0.0307344 0.0295469 0.0285337 0.0270492 0.0248286 0.0232233 0.00222059 0.0195985 0.0164579 0.0147464 0.0137438 0.012511 0.0109806 0.00991979 0.0085263 0.00738483 0.00311837 0.00426646 0.00315428 0.00314053 0.00207974 0.00362483 0.00230063
internal_count=3910 3729 3604 3026 2822 2766 2620 2335 2270 2175 1960 1533 1462 427 1253 1136 931 898 831 675 583 522 290 103 187 125 117 84 209 126
is_linear=0
shrinkage=0.00140032


Tree=1640
num_leaves=16
num_cat=0
split_feature=42 12 123 50 48 4 457 16 4 52 2 15 133 4 13
split_gain=7.12548e-05 0.0001008 9.13523e-05 0.000135378 0.0001768 0.000180523 0.000103962 0.000180688 0.000192844 0.000160708 0.000184757 0.000150902 0.000122664 0.000177756 5.91978e-05
threshold=-1.0000000180025095e-35 0.051320000000000005 1.0000000180025095e-35 0.10119500000000002 0.11930500000000001 0.28937500000000005 0.082870000000000013 -0.38486499999999996 0.074650000000000008 -0.0066199999999999991 0.097360000000000016 -0.092459999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 9 10 -9 -8 13 14 -11
right_child=2 -3 -4 -5 -6 -7 11 8 -10 12 -12 -13 -14 -15 -16
leaf_value=0.00037008561458311701 -0.0023982989234031743 -0.0017443173326373693 0.001925660943489836 -0.0021458991072453039 -0.0022816803856033556 0.0024555866491831782 -0.00048582588412401072 -0.0024074742287137811 0.0025597167981676523 0.0009365534923743607 0.00068257888288220244 0.0025786943906547146 -0.0013039281554351422 -0.00075810387606545032 0.0027572793387112319
leaf_weight=0.0015108924131645987 0.0011743257029674945 0.0019271355185821737 0.0010244798494098836 0.0010001679607610945 0.001023481331919208 0.0013883011584674429 0.0010557499328061049 0.0019714409205699533 0.0011026764418817789 0.0012608208468027921 0.0011512294514719884 0.0014091601728778444 0.0011295470921335454 0.0014468624816936747 0.0014332625888773265
leaf_count=167 112 893 288 357 91 214 43 514 52 349 242 116 329 98 45
internal_value=0 -0.000815112 0.000149676 3.97194e-05 0.000180326 0.000353826 0.000131683 -0.000130384 0.000150083 -0.00016649 -0.00126827 0.00126612 0.000486294 0.000974623 0.00190519
internal_weight=0 0.00343803 0.0175715 0.016547 0.0155469 0.0145234 0.0131351 0.0106702 0.00949584 0.00839316 0.00312267 0.00246491 0.00527049 0.00414095 0.00269408
internal_count=3910 1060 2850 2562 2205 2114 1900 1741 1629 1577 756 159 821 492 394
is_linear=0
shrinkage=0.0061288


Tree=1641
num_leaves=18
num_cat=0
split_feature=11 2 2 49 42 0 3 51 12 0 12 13 51 3 15 4 12
split_gain=7.26363e-05 8.88933e-05 0.000136112 0.000163772 0.000206318 0.000152403 0.000140439 0.000140611 0.000100263 0.000119377 0.000118935 0.000118644 0.000152525 0.000198302 9.08445e-05 5.38569e-05 5.32694e-05
threshold=0.08184000000000001 -0.0098549999999999974 0.086545000000000025 -0.00064499999999999985 0.088465000000000002 -0.083424999999999985 -0.100615 -0.07742499999999998 0.095295000000000019 -0.23129999999999998 -0.087539999999999993 -0.097529999999999992 0.08955500000000001 -0.078669999999999976 -0.069904999999999981 -0.37626499999999991 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 16 15 -8 9 -9 -11 -12 13 -13 -15 -4 -5
right_child=-2 2 6 4 -6 -7 7 8 -10 10 11 12 -14 14 -16 -17 -18
leaf_value=0.001619420551253361 -0.0012856822304075342 -0.0025302594342702391 0.00076299015245999988 0.00051708835484609193 -0.0022477222420413338 -0.0011225941620459506 -0.0018429578301776999 -0.001119124615758926 -0.0012169804358649146 -0.00096307459788743971 0.0027420604135397243 -0.00049179673798134072 -0.00091181437369256078 0.0033712207986402844 0.0011043443519552895 0.0025569890046488433 0.0021812670062621047
leaf_weight=0.0010878748371155314 0.0012837218780668838 0.0011978883568095899 0.0010494103216495132 0.0013931749252326445 0.0011972074736475019 0.00131370924924011 0.0010743271617207348 0.0011870643216203014 0.0011988852411076592 0.0010151070514986538 0.0010950303694037822 0.0011908794019917027 0.0012902239223830936 0.0011773993900959859 0.0010137945345734013 0.0010137664431050632 0.0010315259911108966
leaf_count=211 224 187 40 135 407 297 380 81 351 173 126 444 157 112 97 172 316
internal_value=0 7.74626e-05 -1.35088e-05 -0.00068905 -0.000242183 0.000400081 0.000323195 5.70473e-05 0.000279685 0.000504835 0.000789061 0.00109745 0.000712013 0.00133149 0.00232241 0.00164449 0.00122507
internal_weight=0 0.0195273 0.0184394 0.00613351 0.00493562 0.00373841 0.0123059 0.0102427 0.00916838 0.0079695 0.00678243 0.00576733 0.0046723 0.00338207 0.00219119 0.00206318 0.0024247
internal_count=3910 3686 3475 1342 1155 748 2133 1921 1541 1190 1109 936 810 653 209 212 451
is_linear=0
shrinkage=0.00555105


Tree=1642
num_leaves=15
num_cat=0
split_feature=124 4 0 133 15 43 43 15 16 0 47 12 3 2
split_gain=6.73877e-05 8.60981e-05 0.000145876 0.00010401 0.000122743 0.000172138 0.000167748 0.000184642 0.000200915 0.000258543 0.000171467 0.000156877 0.00014865 9.909e-05
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 -0.090054999999999982 0.10363000000000001 -0.079109999999999986 -0.074254999999999988 -0.0089749999999999986 -0.055679999999999993 -0.10462499999999998 0.077735000000000012 0.085845000000000019 0.084925000000000014 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 11 -7 8 9 10 13 -5 -9 -8
right_child=-2 2 -4 4 -6 6 7 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.0014990598411561687 0.0013866121434823449 -0.0015968140076185876 0.0014660563664249783 0.00046570238709520666 -0.0016850098332777969 0.0025200250840451193 -0.00088917665150460296 0.00031286028188831508 -0.0020089626087106656 0.0025194707336811048 -0.0021140456076667886 -0.0019743692999139298 0.0028377630422860476 0.0014025178856774722
leaf_weight=0.0012311905596002473 0.0010183532648775353 0.0014036442879851304 0.0019179221874535543 0.0013874960237108122 0.0012464503172690137 0.0011147645707587353 0.0010188444202812175 0.0016767055048314073 0.0015741840901110351 0.0011909817420799017 0.0012617980643434556 0.0019571251774373258 0.0012572545822115977 0.0013540654367317773
leaf_count=173 91 507 234 439 301 189 44 668 255 120 85 616 66 122
internal_value=0 -7.79882e-05 1.73001e-05 -0.000151681 -1.68071e-05 0.000133943 0.000484796 0.000241723 -0.000286906 0.000274844 -0.000460651 -0.00096212 0.00139483 0.000418544
internal_weight=0 0.0195924 0.0183612 0.0164433 0.0150397 0.0137932 0.0104486 0.00933383 0.00639987 0.00482569 0.00363471 0.00334462 0.00293396 0.00237291
internal_count=3910 3819 3646 3412 2905 2604 1549 1360 626 371 251 1055 734 166
is_linear=0
shrinkage=0.00555105


Tree=1643
num_leaves=29
num_cat=0
split_feature=14 1213 52 160 1374 1374 150 38 124 484 475 40 159 1 50 4 3 0 3 4 1 4 2 15 1 15 15 160
split_gain=0.000660322 0.000462918 0.00048719 0.000380818 0.000384398 0.000391661 0.000440938 0.000383791 0.000535854 0.000532901 0.000537353 0.00045605 0.000445487 0.000347554 0.000306577 0.000295815 0.000614516 0.000495103 0.000394225 0.000375804 0.000369599 0.000353256 0.000558541 0.000455681 0.000169972 0.000292084 0.000165425 7.68917e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -0.40446999999999994 0.087110000000000007 -0.094679999999999986 0.085075000000000026 0.087760000000000019 -0.048219999999999992 -0.0043499999999999988 -0.067819999999999978 -0.062739999999999976 0.10519500000000001 0.086430000000000021 0.10030500000000002 -0.23071499999999998 -0.10140999999999999 -0.06402999999999999 -0.089974999999999986 -0.083329999999999987 0.076710000000000014 0.05309500000000001 0.087995000000000004 0.091195000000000012 0.092550000000000007 -0.11399999999999998 -0.017214999999999998 0.069910000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 -10 -11 -12 14 -8 15 16 -13 18 20 -20 -17 22 -21 24 -23 -26 -19 -15
right_child=-2 2 3 4 -6 6 13 -9 9 10 11 12 -14 27 -16 17 -18 26 19 21 -22 23 -24 -25 25 -27 -28 -29
leaf_value=-0.00065765060535297648 -0.00086564474859837333 -0.00065411298320186583 -0.00061539226946549525 -0.00042810506102533482 -0.00065455015181104187 0.00082670229592354881 7.3257193384111208e-05 -0.00064189275835438713 -0.00061074326270787798 0.00096823934615047241 -0.00055100296514837797 0.00034122416744036994 -0.0006579539528211852 0.00062138428893330968 0.00075321570488652058 -0.00077068113303828769 -0.00084083924310610287 0.00039383900851093354 0.00095141817038349658 -0.00066030686739202988 9.6830134761796794e-05 0.00054642959040252057 0.00031723070845705116 0.0010609570745407032 0.00044132108810024688 -0.00046109785382198663 0.0010160522977051714 0.0010638378335700383
leaf_weight=0.0015019754992536818 0.0013516910097892678 0.0014713001195700284 0.0011885734295177244 0.0018720849103548423 0.0010105649920424389 0.0016038722494485505 0.0014831458542917666 0.0010341009609735599 0.0015922844804986671 0.0011326296134963601 0.0015915749859851105 0.0013901924424288836 0.0010244792846147424 0.0012458371620421294 0.0013575815073306177 0.0013440118884795347 0.0013310558476788839 0.0013570626934139574 0.0010031232941220989 0.0017103750864726607 0.0017454896255095775 0.0011054559270178288 0.0019162436566301233 0.0011302481113943941 0.0010193226854346982 0.0012162329819020989 0.0012873884869941928 0.0011848502654794313
leaf_count=578 126 337 258 66 83 190 70 61 465 88 102 18 91 176 92 134 37 68 85 248 69 63 213 19 50 29 48 46
internal_value=0 1.88279e-05 4.67806e-05 7.63474e-05 0.000100752 0.00012411 0.000157667 0.000100916 0.000130621 8.45919e-05 0.000133447 8.95304e-05 0.000140661 0.000547617 0.000183919 0.000139896 -0.000236964 0.000209025 0.000103225 0.000233508 -0.000280559 0.000144577 -0.000143793 0.000378472 0.00014759 -4.96314e-05 0.000696749 0.00083706
internal_weight=0 0.0378511 0.0363491 0.0348778 0.0336892 0.0326786 0.0308066 0.0268927 0.0258586 0.0242548 0.0226625 0.0215298 0.0199383 0.00391383 0.0189138 0.0175562 0.00272125 0.014835 0.0121905 0.009101 0.0030895 0.00809788 0.00362662 0.00447126 0.00334101 0.00223556 0.00264445 0.00243069
internal_count=3910 3784 3206 2869 2611 2528 2462 2170 2109 1919 1454 1366 1264 292 1173 1081 55 1026 910 707 203 622 461 161 142 79 116 222
is_linear=0
shrinkage=0.00124344


Tree=1644
num_leaves=14
num_cat=0
split_feature=484 52 15 49 151 42 133 43 2 15 3 0 4
split_gain=7.11673e-05 9.06827e-05 0.000132824 9.66191e-05 0.000137628 0.000166024 0.000125951 0.000138969 0.000139935 0.000256227 0.000202912 0.000339001 0.000262219
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 -0.14917999999999998 0.056555000000000001 0.10217500000000002 -0.090054999999999982 0.0016850000000000001 0.095195000000000016 -0.03231499999999999 0.084925000000000014 -0.077944999999999987 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 10 -10 11 12 -8
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0010378717817702244 0.0016650497515414641 -0.0011573815022663859 0.0012266395654388705 -0.0012156485413685699 -0.0014049325052695899 -0.0016890499577371591 -0.002550498763886056 0.0015414292161034801 0.00050625825978536162 -0.0022059607095430921 0.0018249288826010636 0.0015586882637007653 0.00019863693559082828
leaf_weight=0.0013447338889302973 0.0011678157334051751 0.0012220048900943086 0.001372817182328844 0.0011870927118576855 0.0014825178943524983 0.0010551416541599726 0.0012592093188390358 0.0018480384478974663 0.0017288400198334219 0.001329310423294261 0.0018753705176537405 0.0019401155846728059 0.0018457961159141778
leaf_count=612 280 353 92 377 114 305 726 135 302 211 75 224 104
internal_value=0 6.72527e-05 0.000149969 4.54246e-05 -5.88482e-05 8.2996e-05 0.000226671 0.000371443 0.000154762 -0.000672683 0.000520409 3.54931e-05 -0.000916252
internal_weight=0 0.0193141 0.0180921 0.0169242 0.0155514 0.0140689 0.0130138 0.0118267 0.00997864 0.00305815 0.00692049 0.00504512 0.00310501
internal_count=3910 3298 2945 2665 2573 2459 2154 1777 1642 513 1129 1054 830
is_linear=0
shrinkage=0.00464487


Tree=1645
num_leaves=31
num_cat=0
split_feature=14 1213 52 1374 1374 150 12 1456 11 453 16 42 15 475 0 1 16 16 15 0 133 4 160 43 124 3 52 52 133 4
split_gain=0.000717646 0.000406477 0.000405136 0.000366653 0.000338219 0.000442405 0.000458229 0.000423918 0.0004364 0.000337782 0.000482119 0.000376491 0.000578473 0.000479193 0.000505029 0.000725318 0.000432743 0.000421837 0.000436838 0.000385068 0.000373298 0.000371759 0.000342466 0.000368629 0.000282965 0.000261432 0.000310122 0.00023546 0.000206288 0.000185997
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 0.087785000000000016 -0.094679999999999986 0.085075000000000026 0.088375000000000023 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.5152199999999999 0.083725000000000008 0.088615000000000013 -0.067819999999999978 -0.07773999999999999 0.076710000000000014 0.15737500000000001 -0.09601999999999998 -0.10312999999999999 -0.084304999999999977 0.095090000000000022 0.25367000000000006 -1.0000000180025095e-35 -0.073139999999999983 0.10385500000000002 -0.080884999999999985 0.083750000000000005 -0.07125999999999999 0.084630000000000025 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 27 7 -7 -6 9 10 -9 12 13 -12 15 19 28 21 -19 -15 22 -17 -13 25 -18 26 -24 -4 -16 -20
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 11 20 -14 14 16 17 24 18 29 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062419548156832062 -0.00090590452559246627 -0.00056517555622256097 -0.00077914479791859194 -0.00066493557658653531 -0.00072970815676787074 0.00082626173156461174 -2.5979012329249112e-05 0.00094687279279756227 -0.00068735043225988271 -0.00049519188647091726 0.00084469517992356434 -0.00020389500616526011 -0.000642403464251049 -0.0012435295761169349 0.00040008927415927445 -1.5074599563330207e-05 -0.00024810067604909779 -0.00079133893118940981 -0.00024915558707397172 -0.00020731624550500235 -0.00033964615877229493 0.00098860838133221773 1.6473948208229877e-05 6.7725471340735206e-05 0.00051670243797875663 0.0011334822824009899 0.00092664383950600486 1.3934327327691664e-05 0.0010978392148574812 0.00045110196060722118
leaf_weight=0.0014818997196632258 0.0013524323990324874 0.0016415744517194178 0.0011294861191615269 0.0010315226007273628 0.0010018744472367327 0.0025466119632203124 0.0015810814806864748 0.0011341444416016954 0.0010665292591482958 0.001301205870502641 0.0012137694613263911 0.0010353575685735639 0.0018420481509027189 0.0012269966306096471 0.0017569170416669609 0.0011698780432065625 0.0022999260793721277 0.001282238533482527 0.0011399067893245185 0.0010116617271535011 0.0010616013764338517 0.0011138358358716155 0.0010938692617545875 0.0015997331842306775 0.0011084605695828031 0.0017594616343023783 0.0012292787475480793 0.0011871867384858339 0.0010446665324885251 0.0012079248293019873
leaf_count=578 126 337 13 92 252 233 67 52 54 74 104 308 204 230 95 31 92 39 100 109 280 56 37 119 11 76 18 53 58 12
internal_value=0 1.49492e-05 3.93484e-05 6.60414e-05 8.6902e-05 0.000118378 0.000499817 6.53685e-05 9.3124e-05 0.000123247 0.000153808 0.000118112 1.6536e-05 9.44625e-05 3.10602e-05 -0.000172443 0.000298219 5.57528e-05 -0.000207655 -0.000775259 0.000345547 0.000474452 0.000453828 0.000573669 6.25241e-07 0.000771919 0.000498084 -0.000372729 0.000660269 0.000111117
internal_weight=0 0.0403006 0.0388187 0.0371772 0.0361457 0.033829 0.00412769 0.0297013 0.0286994 0.0276329 0.0263317 0.0251975 0.0174182 0.0155762 0.0143624 0.00815244 0.00620997 0.00591378 0.00363007 0.00223866 0.0077793 0.00228371 0.0067177 0.00568234 0.00340839 0.00408261 0.00232315 0.00231667 0.00280158 0.00234783
internal_count=3910 3784 3206 2869 2777 2711 300 2411 2159 2105 2031 1979 1141 937 833 577 256 238 151 339 838 87 558 250 103 131 55 66 153 112
is_linear=0
shrinkage=0.00124344


Tree=1646
num_leaves=31
num_cat=0
split_feature=14 1429 1213 474 1374 133 133 42 123 453 38 1 51 42 48 160 15 12 2 160 51 133 150 42 13 159 16 4 4 48
split_gain=0.00059194 0.000526369 0.000510685 0.000433374 0.000441085 0.00037076 0.00043374 0.000385618 0.000495018 0.000450672 0.000494643 0.000595363 0.00062861 0.000662916 0.000660178 0.000587497 0.000482608 0.000362118 0.000324285 0.000504767 0.000403596 0.000404732 0.00030343 0.000647263 0.00048515 0.000283357 0.000170294 0.000215829 0.000167672 0.00014575
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.081334999999999977 0.082665000000000002 0.089520000000000016 -0.26719999999999994 -0.16268499999999997 -0.11403999999999999 0.086870000000000017 1.0000000180025095e-35 1.0000000180025095e-35 0.10471000000000001 0.12342500000000002 0.086125000000000021 0.13897500000000002 -1.0000000180025095e-35 -0.064869999999999983 0.10129000000000001 0.086545000000000025 0.083295000000000022 0.08955500000000001 0.093845000000000026 0.083935000000000023 0.088235000000000022 -0.091229999999999992 0.08764000000000001 -0.089559999999999987 0.05309500000000001 -0.15796999999999997 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 9 10 11 15 13 -13 -14 28 -15 18 19 26 21 22 23 24 -20 -5 -17 -28 -9 -24
right_child=-2 2 3 25 -6 6 7 8 -10 -11 -12 12 14 16 -16 17 -18 -19 20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010361904473373809 -0.00098988646503453447 -0.00099909628634301168 -0.00076489721835201567 0.00015252404764120318 -0.00094266384974843248 0.0010194473377937263 -0.00058525812742718172 -0.00030167587561475432 0.0010738143112408761 -0.0007379127605103349 -0.00085744270589829016 0.0011395011414788193 -0.0010673838825881069 -0.00057536235110641136 0.00061867193185591123 0.00050778985109698404 0.00078500738869692252 -0.00059520236756862655 0.00066502019112061835 -0.0010761201466198166 -0.0004642008179577959 -0.00022850839146774617 0.00069425834527794079 0.0011543155351399533 -0.00053035795941268793 0.0011702544142060307 -0.00051638250045947607 0.00030332634726629268 -0.0011396944814065374 0.0014863691346683262
leaf_weight=0.0010288635186152242 0.0013439321181033517 0.001015641144064299 0.0011747976348550062 0.0011717318298293802 0.0010063228434321605 0.0010608700875045498 0.0019585729054661027 0.0010071104050046742 0.0010998163294533144 0.0014898513954200157 0.0011392762631693412 0.0035207177344305229 0.0010235488891829903 0.0011360548154474293 0.0010277725231162549 0.0014381097228916562 0.0011679222453278015 0.0015343125818166317 0.0013306851757590721 0.001011530125280935 0.0012403318101199554 0.0015947196206594905 0.0010525683126623164 0.0016183460862198018 0.0017174067404204796 0.0012470927009522459 0.0014662011234249936 0.0013740840915232866 0.0011065192362721679 0.0010006229131249711
leaf_count=180 126 378 205 282 66 56 148 50 150 78 67 238 35 89 31 110 32 145 20 72 71 162 33 50 158 122 303 12 430 11
internal_value=0 1.2871e-05 4.07375e-05 6.87382e-05 2.704e-05 5.54968e-05 8.45997e-05 5.36616e-05 9.52389e-05 5.81237e-05 0.000101238 0.000142658 0.000484811 0.000733952 -0.00022262 -3.06516e-06 0.00011423 9.20837e-05 0.00016312 -0.000132061 0.000326547 0.000444511 0.000604233 0.000394771 -8.49969e-06 0.000677243 9.114e-05 -0.000119821 -0.000740392 0.00108029
internal_weight=0 0.0397614 0.0387325 0.0377169 0.0352981 0.0342917 0.033117 0.0320561 0.0300975 0.0289977 0.0275078 0.0263686 0.00787602 0.00582469 0.00205132 0.0184925 0.00230398 0.0163789 0.0148446 0.00528993 0.00955468 0.00831435 0.00671963 0.00466644 0.00304809 0.00241882 0.00427839 0.00284029 0.00211363 0.00205319
internal_count=3910 3784 3604 3226 2822 2756 2551 2495 2347 2197 2119 2052 425 359 66 1627 121 1147 1002 497 505 434 272 228 178 404 425 315 480 44
is_linear=0
shrinkage=0.00148603


Tree=1647
num_leaves=17
num_cat=0
split_feature=42 376 158 159 160 133 15 457 2 4 1 3 133 16 0 42
split_gain=7.16428e-05 9.12166e-05 0.000104307 9.91799e-05 0.000124599 0.000167254 0.000208814 0.000205645 0.000204338 0.000252613 0.000162506 0.000121357 0.000101536 0.000123979 8.47881e-05 4.7404e-05
threshold=-0.11403999999999999 1.0000000180025095e-35 0.084965000000000027 0.08764000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085120000000000015 -0.0015249999999999997 0.11339500000000001 0.074650000000000008 0.092550000000000007 -0.078884999999999997 0.093845000000000026 -0.057604999999999996 -0.11524 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 6 -6 -7 9 10 12 -11 13 -9 -2 -15
right_child=1 -3 -4 -5 5 7 -8 8 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-0.00095525253860580359 -0.00015059420458136494 0.0011319466067586075 -0.0012859872536109592 0.0010488062527896085 -0.0021926276433084473 -0.0014345314951595271 0.00029080696361584473 0.00022396332890979925 -0.00072060583060304991 0.00099636519141563739 -0.00070378940479939563 0.00295970015617328 -0.00040138787367474438 0.0011086922290158298 -0.001683281745538419 0.0023307621934215055
leaf_weight=0.0012223863472409771 0.001215658017333282 0.0012042590488115434 0.0010011511851362445 0.0015040737910284449 0.0010683893537142769 0.0010106279376814751 0.0011489451515627191 0.0016665925985687429 0.0019090633356095644 0.0010310090513232228 0.0017455446214300618 0.0010281116309897552 0.0010061976525956307 0.0010643755756032432 0.0011469894750508391 0.0010128998127775235
leaf_count=217 99 199 372 260 343 123 368 134 252 67 261 83 278 89 684 81
internal_value=0 5.35025e-05 -1.64734e-05 5.59119e-05 -3.71085e-05 0.000110871 -0.000905799 0.000307334 0.000475569 0.000742506 0.00035128 0.00197665 0.000738995 0.00104548 -0.000894665 0.00170459
internal_weight=0 0.0197639 0.0185596 0.0175585 0.0160544 0.0136918 0.00221733 0.0114744 0.0104638 0.00855473 0.00649561 0.00205912 0.00475007 0.00374387 0.00236265 0.00207728
internal_count=3910 3693 3494 3122 2862 2079 711 1368 1245 993 843 150 582 304 783 170
is_linear=0
shrinkage=0.00404364


Tree=1648
num_leaves=16
num_cat=0
split_feature=2 50 158 156 0 4 39 457 2 15 1 0 4 151 4
split_gain=7.31896e-05 0.000108275 0.000130721 9.98204e-05 0.000136277 0.000171207 0.000169502 0.000118929 0.000119977 0.000181871 0.000197917 0.000201956 0.000141577 0.000116955 0.000184214
threshold=0.14073000000000005 0.088425000000000017 0.084965000000000027 0.091280000000000014 -0.017269999999999997 -0.49837999999999999 0.087990000000000013 -0.0034949999999999994 0.092175000000000021 -0.10312999999999999 1.0000000180025095e-35 -0.084074999999999997 0.0057500000000000008 -0.029339999999999995 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 -9 11 -11 -12 -10 -15
right_child=-2 -3 -4 -5 5 -7 -8 8 13 10 12 -13 -14 14 -16
leaf_value=-0.0014232647191290346 0.0013807751639789627 -0.0014809243018779979 -0.0018760276970702422 -0.0014087824878912774 -0.00022975656756770804 0.0024873959017155892 -0.0020992546514286771 -0.0021014792808360357 -0.00017543224988558751 -0.0025751628033409473 3.3207050043355685e-05 0.00063262994801859148 0.0021292103921203491 0.00051017733601746635 0.0034683450749987167
leaf_weight=0.0011995276310964456 0.0010691362720483119 0.0015113845941541184 0.0010017891465024581 0.0011413792202336062 0.001186104374003849 0.0016316146216234046 0.0010257950911959643 0.0010700090387866139 0.0012796700174835252 0.0011273936466148675 0.0018891105467276903 0.0012000320677423865 0.0019291444613580566 0.0013816179677225843 0.0011362436353403726
leaf_count=165 228 642 367 298 71 131 134 117 129 438 257 340 84 426 83
internal_value=0 -8.12438e-05 3.49937e-05 0.000146314 0.00025686 0.00134362 2.55502e-05 0.000204021 0.00038126 -3.08164e-05 0.000329702 -0.000921209 0.0010922 0.00116425 0.00184512
internal_weight=0 0.0197108 0.0181994 0.0171976 0.0160563 0.00281772 0.0132385 0.0122127 0.0110132 0.00721569 0.00614568 0.00232743 0.00381826 0.00379753 0.00251786
internal_count=3910 3682 3040 2673 2375 202 2173 2039 1874 1236 1119 778 341 638 509
is_linear=0
shrinkage=0.0054422


Tree=1649
num_leaves=31
num_cat=0
split_feature=14 1213 52 403 1374 1374 150 12 1456 11 3 475 131 16 0 43 12 1 403 133 52 3 3 2 0 48 0 48 15 15
split_gain=0.000748356 0.000493262 0.00045345 0.000435342 0.000398751 0.000432919 0.000416725 0.00072314 0.000470136 0.000478397 0.000312308 0.000422431 0.000369488 0.000341074 0.000291728 0.00065455 0.000568612 0.000426538 0.000341956 0.000601749 0.000266841 0.000257629 0.000420241 0.000242803 0.000223581 0.000287075 0.000244275 0.00024297 0.000170743 0.000128414
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.090240000000000015 -0.094679999999999986 0.085075000000000026 0.088325000000000015 -1.0000000180025095e-35 0.088315000000000018 -0.15121499999999996 -0.067819999999999978 0.088315000000000018 0.0054700000000000009 -0.017269999999999997 -0.34918499999999997 0.085845000000000019 0.14000500000000002 0.092300000000000007 -0.090054999999999982 -0.07125999999999999 -0.089974999999999986 -0.015794999999999997 0.10066500000000002 -0.10071499999999999 0.084905000000000022 -0.15291499999999997 0.10885500000000002 0.082225000000000006 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 20 8 -8 -7 10 13 -12 14 -10 15 -13 -16 18 19 -17 -5 -21 28 -18 25 26 -24 -27 -23 -14
right_child=-2 2 3 4 -6 6 7 -9 9 -11 11 12 29 -15 16 17 23 -19 -20 21 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00073254960923538088 -0.0010090652540847905 -0.00067863340555202988 -0.000744448001229652 -0.00096511110979251118 -0.00075928735935274589 -0.00079880682198137337 0.0010196264770384528 -0.00018521447414839135 0.0012871150038769417 -0.00073254477108753097 0.00090526010446340057 -0.0010116978065111421 0.00099244259299304948 0.00015566893565256061 0.0010819669484798422 -0.0010503881653485799 -0.00051990501660036613 0.00088210858175442408 0.00065987323906143 -0.00051441831585960788 2.0766755462916024e-05 0.00021049568189794793 0.00065036746994059794 0.00035147966190077006 -0.0005705582876700374 -0.00088171736045109656 -2.8843237479648456e-05 3.5323424475901552e-05 0.00087947756293811153 0.00030241210960550442
leaf_weight=0.0016401939506826549 0.0014338740292986199 0.001602392535889007 0.0012106938506332423 0.0010836754946659255 0.0010088974418270827 0.001068026614933478 0.0026975355744938692 0.001531355734617712 0.0010154865211191499 0.0011615420353123787 0.0013453260104447284 0.0012465700851014274 0.0010882258986293081 0.0010760187778302566 0.0014601316682255503 0.0011592316309756443 0.0010748388865833292 0.0011024171738885915 0.0013259230269788711 0.0016439272819928517 0.001069787343910277 0.0015788060098919808 0.0017017655078266358 0.0015050014237800724 0.0015161501068200328 0.0010277732814292229 0.0026632125514804983 0.001262423504062582 0.0014218611881120502 0.0010288250228676068
leaf_count=578 126 337 562 13 71 250 235 65 33 52 169 64 96 37 90 175 20 65 75 79 53 243 41 23 106 37 34 45 76 60
internal_value=0 1.99779e-05 5.10857e-05 8.17957e-05 0.000108931 0.00013336 0.000172255 0.000583332 0.000113273 0.000147567 0.00018509 0.000141856 9.87168e-05 0.000705019 4.42152e-05 -3.34814e-05 0.00038366 4.08573e-05 -1.97534e-05 -8.42345e-05 -0.000475351 3.15649e-06 7.93162e-05 -1.15653e-05 -8.52624e-05 2.52953e-05 0.000235959 -0.000376218 0.000527492 0.000657108
internal_weight=0 0.041318 0.0396778 0.0380754 0.0368647 0.0358558 0.0337024 0.00422889 0.0294735 0.0284055 0.0272439 0.0251524 0.0238071 0.00209151 0.02169 0.0176501 0.00403997 0.0164035 0.0153011 0.0139752 0.00215346 0.0128159 0.011172 0.00257984 0.00817132 0.00665517 0.00436498 0.0022902 0.00300067 0.00211705
internal_count=3910 3784 3206 2869 2307 2236 2170 300 1870 1620 1568 1498 1329 70 1173 1040 133 976 911 836 66 661 582 43 263 157 75 82 319 156
is_linear=0
shrinkage=0.00140032


Tree=1650
num_leaves=17
num_cat=0
split_feature=124 123 4 484 43 52 160 160 4 15 4 2 47 51 2 403
split_gain=7.05169e-05 8.48109e-05 0.000144814 0.000137317 0.000130778 0.000141817 0.000122229 0.000125635 0.000109483 0.000226209 0.000186403 0.000107264 0.000115506 8.45007e-05 0.000111992 8.03043e-05
threshold=0.08919500000000001 1.0000000180025095e-35 -0.49837999999999999 -0.0043499999999999988 -0.24333999999999997 -0.081429999999999989 0.099550000000000013 -0.078874999999999987 -0.00072999999999999985 0.024640000000000006 0.05309500000000001 0.11500500000000001 0.09252500000000001 -0.095859999999999987 0.092175000000000021 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 13 7 -7 9 -9 -10 12 -12 -6 -15 -11
right_child=-2 -3 3 4 5 6 -8 8 10 15 11 -13 -14 14 -16 -17
leaf_value=-0.0019659401945749163 0.0012909830421525409 0.0011538714059979773 -0.0017977748221686589 -0.0015290112245063606 0.0021802357749947476 -0.0011464676343363152 -0.0017127831731251649 0.0027617916934271482 -0.0019178467511838397 -0.00093935259815124985 0.0017530735956821134 -0.00095457802343383276 -0.00028069255422760286 -0.00046858187258253442 0.0015837329403205719 0.00099409843331931653
leaf_weight=0.0010575155771423419 0.0010096058299077495 0.0013326766614630827 0.0010667438042293231 0.0012069539638463441 0.0011326669259617145 0.0017605566164298212 0.0010650277956174301 0.0012203423473982327 0.0011496898073790427 0.001053737568409957 0.0016613510963069955 0.0011022733556498299 0.001227464287307356 0.0013634740259821877 0.00132555296955994 0.0011204099061427053
leaf_count=155 76 293 568 155 183 539 76 111 122 686 181 131 51 217 162 204
internal_value=0 -7.11499e-05 -0.000159331 -4.98845e-05 6.38804e-05 0.000190509 -9.13214e-05 7.6407e-05 0.000328647 0.0010294 -0.000134066 0.000379777 0.000888922 0.00102831 0.000543105 5.70185e-05
internal_weight=0 0.0198464 0.0185138 0.0174562 0.0163895 0.0151825 0.0113609 0.0102958 0.00853527 0.00339449 0.00514078 0.00399109 0.00288882 0.00382169 0.00268903 0.00217415
internal_count=3910 3834 3541 3386 2818 2663 2101 2025 1486 1001 485 363 232 562 379 890
is_linear=0
shrinkage=0.00502775


Tree=1651
num_leaves=16
num_cat=0
split_feature=150 151 15 11 151 15 4 2 4 47 4 42 13 3 16
split_gain=7.88186e-05 0.000187123 0.000147266 0.000127372 9.97958e-05 0.000120012 0.000123679 0.000181386 0.000193179 0.000160754 0.000160644 0.000157809 0.000167225 0.000127811 0.000154586
threshold=0.083205000000000015 0.056555000000000001 -0.091024999999999981 0.079700000000000007 -0.03268999999999999 -0.24219999999999997 -1.0000000180025095e-35 0.10393500000000001 0.15927500000000003 0.09550500000000002 -0.034289999999999994 0.086700000000000013 -0.083924999999999986 0.0048550000000000008 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 10 8 9 -8 11 12 -7 14 -14
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0013663775181992687 0.0027573798790400117 -0.0011750920940148425 0.00027834725482046472 -0.0018747570964830901 0.0017796760840942899 0.0019521002327470864 -0.0023032147482992139 -0.0027161180577285819 0.0013818671405273469 0.00030305236076064575 0.0024323767779991399 -0.0014512137650836096 -0.00099925531237739121 -0.0017477329262020843 0.0018928333532610936
leaf_weight=0.0015089491071040304 0.0013226345990738908 0.001147475087646288 0.0015315490504149978 0.0012037538983340748 0.0011643171852380443 0.0016884400695126034 0.0014347493353425462 0.0010397978844203654 0.001514713912665222 0.0013704413858745546 0.0010051173952171644 0.0015023491331333273 0.0010044728462627606 0.0010262814360799677 0.0012029200324937123
leaf_count=311 87 106 311 224 250 144 291 218 82 109 323 680 380 113 281
internal_value=0 0.000680948 0.00142714 -0.0001696 -3.68537e-05 0.000106922 -4.53634e-05 -0.000675467 -0.000184283 -0.00102996 0.000409193 9.26631e-05 0.000563892 -0.000160951 0.00057679
internal_weight=0 0.00400166 0.00285418 0.0166663 0.0154625 0.0139536 0.0127893 0.0053597 0.0043199 0.00280519 0.00742958 0.00642446 0.00492211 0.00323367 0.00220739
internal_count=3910 504 398 3406 3182 2871 2621 700 482 400 1921 1598 918 774 661
is_linear=0
shrinkage=0.0054422


Tree=1652
num_leaves=16
num_cat=0
split_feature=1 4 150 150 3 12 13 1 16 4 1 0 3 16 43
split_gain=7.4736e-05 0.000165475 0.000158567 0.000130105 9.81895e-05 0.000186426 0.000105846 9.78442e-05 0.000153954 0.000120663 0.00011558 8.42881e-05 8.09102e-05 6.65787e-05 0.000169175
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 0.10912500000000001 -0.083604999999999985 0.083715000000000026 -0.083654999999999993 0.10752500000000002 -0.088504999999999986 0.24280000000000004 0.092550000000000007 -0.12329499999999999 0.10856000000000002 0.23932500000000004 -0.084059999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 7 -4 -3 -6 -7 8 -2 12 -10 -11 -9 14 -1
right_child=2 4 3 -5 5 6 -8 9 10 11 -12 -13 -14 -15 -16
leaf_value=-0.0017938192282866295 -0.0022895673832901997 -0.0025959163134133736 0.0025014357110631079 0.00016580142332555387 -0.0026429487275441204 -0.0010994685516028165 0.0012186752304872647 0.00045941889397648909 0.0010351712688334083 0.0004265223885088711 -0.0011582923181632507 0.0025472321446156762 -0.0013589799090997206 0.0015381971267020632 0.00098543489974048598
leaf_weight=0.0010259545279777682 0.001257697340884518 0.001032462789551554 0.0014907669610034766 0.0013424862710154084 0.001001431525426616 0.0010729444473296587 0.0012785050230242831 0.001737705940120543 0.0015016253167866927 0.0012461654238648256 0.0013521695601354938 0.0010009114976040415 0.0012432277211971154 0.0011120815025975617 0.0017639912371785887
leaf_count=186 146 509 202 147 153 356 557 194 293 99 329 227 73 41 398
internal_value=0 -0.000403021 0.000267004 0.00139474 -0.00112842 -0.000676528 0.000160928 -7.51074e-05 -0.000703236 0.000418875 -4.12371e-06 0.00137115 -0.000298962 0.000412227 -3.6588e-05
internal_weight=0 0.00828737 0.0121728 0.00283325 0.00438534 0.00335288 0.00235145 0.0093395 0.00411149 0.00522801 0.00285379 0.00224708 0.00298093 0.00390203 0.00278995
internal_count=3910 2200 1710 349 1575 1066 913 1361 768 593 622 326 267 625 584
is_linear=0
shrinkage=0.0054422


Tree=1653
num_leaves=31
num_cat=0
split_feature=14 1429 133 160 1213 1374 52 157 1 43 3 12 0 42 0 12 15 3 3 3 52 2 2 4 4 1 2 48 3 2
split_gain=0.000610105 0.000626193 0.000608623 0.000591031 0.000602816 0.000341642 0.000348052 0.000450671 0.000326861 0.000454546 0.000331633 0.000506283 0.000442609 0.000423339 0.000326514 0.000720409 0.00048332 0.000332663 0.00037924 0.000348979 0.000249277 0.000306893 0.000379793 0.000345715 0.000267917 0.000217956 0.000196324 0.000162976 0.000156057 7.9712e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -1.0000000180025095e-35 0.087785000000000016 -0.42985499999999993 -0.062769999999999979 0.094385000000000011 -0.24333999999999997 0.11476000000000001 0.092475000000000016 -0.14136999999999997 0.095385000000000011 0.18055000000000002 0.10129000000000001 0.088190000000000004 -0.115685 -0.089974999999999986 -0.082304999999999975 -0.087604999999999988 0.086650000000000019 0.094580000000000011 0.00096500000000000015 0.05309500000000001 0.10080500000000002 0.086365000000000011 0.091065000000000021 -0.08824499999999999 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 26 14 -10 11 25 27 -13 15 16 17 -9 -19 -20 -21 24 23 -23 -22 -11 -8 -12 -18 -27
right_child=-2 2 3 4 5 -7 7 8 9 10 12 13 -14 -15 -16 -17 28 18 19 20 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0011944116403043285 -0.0010732288387275157 -0.0010250337675492464 -0.0010616385520442796 -0.0008531494515656489 -0.00071296160605904542 -0.00072989045666868666 0.0013113000769944846 0.00066018465261207979 -0.00034512510847476796 0.00042638831205000361 0.00015777125889272921 -0.00048585657333002138 0.00085506515000924354 0.00086297505012656987 0.0007353691618188909 -0.0013147550270111287 0.00012088912759029001 -0.00109468229103277 0.00057783924928438396 -0.00093980971782938057 -0.0009394713045795044 0.0012040774187322171 -0.0003719317075359699 -4.1096245886533703e-05 3.4851181716261791e-05 0.00098081490405806473 0.0004535973267082178 -0.00067304683132530802 0.00085938923675861218 0.0014881368923032507
leaf_weight=0.0010111006213464327 0.0012950732869142492 0.0012419581196531073 0.001059146157232709 0.0014839183557620308 0.0010059465371780032 0.0010129571299852804 0.0011322523704804235 0.0012164686986268986 0.0018673359201955017 0.0010586513174879464 0.0010312968037649028 0.0012523192108950809 0.0012265862907961667 0.0010005933115988519 0.0013869443184688626 0.0010029865165963195 0.0010648236387416077 0.0010094858711552574 0.0015298030382660767 0.001026836145298307 0.0015567911052680895 0.0010924651463656843 0.0017714943075102796 0.001040726354528787 0.0011904808324594285 0.0014292326191815419 0.0014610591010541241 0.0012465380835351425 0.0019123001435915618 0.0015358267240763029
leaf_count=180 126 225 261 526 228 84 80 54 37 49 58 82 126 83 25 132 52 117 245 62 106 41 82 53 16 139 228 32 225 156
internal_value=0 5.93378e-06 3.88717e-05 7.59821e-05 0.00011086 0.000154128 0.000182068 0.000211071 0.000154829 0.000353856 0.000487301 0.000700021 0.000106306 0.000113204 1.68463e-05 -4.78033e-05 4.03707e-05 -0.000104099 -0.000195087 -9.647e-05 -0.000230809 -0.000121363 0.000157187 0.000596591 -0.000517266 0.00102859 0.000828075 -0.000296891 0.000595251 0.0012436
internal_weight=0 0.0378583 0.0368472 0.0356053 0.0345461 0.0330622 0.0320492 0.0310433 0.02845 0.0116484 0.00978104 0.00627662 0.00350442 0.00225291 0.0168016 0.0154147 0.0144117 0.0114346 0.0102181 0.0092086 0.00767879 0.00665196 0.00390469 0.00213319 0.00274727 0.00402371 0.00259331 0.00227783 0.00297712 0.00296506
internal_count=3910 3784 3604 3379 3118 2592 2508 2280 1972 762 725 509 216 165 1210 1185 1053 776 722 605 360 298 176 94 122 344 308 90 277 295
is_linear=0
shrinkage=0.00154607


Tree=1654
num_leaves=31
num_cat=0
split_feature=14 457 1213 1456 52 457 403 11 3 475 42 47 15 40 1 1 15 15 0 15 42 2 12 3 15 15 0 42 48 0
split_gain=0.000614778 0.00041566 0.000483778 0.000401053 0.00040192 0.000419484 0.000438952 0.000328462 0.00036337 0.000419935 0.000450953 0.000585367 0.000366304 0.00037667 0.000508679 0.00105996 0.000417677 0.000391023 0.000387665 0.000486062 0.000407136 0.000540626 0.000403246 0.000301521 0.000264493 0.000604042 0.000352664 0.000361971 0.000184242 0.000169308
threshold=0.077685000000000018 -0.15747999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.0034949999999999994 -1.0000000180025095e-35 0.088315000000000018 -0.15121499999999996 -0.067819999999999978 0.083725000000000008 0.09550500000000002 0.10943500000000002 0.0034800000000000005 0.094695000000000015 0.090820000000000012 -0.45726999999999995 -0.073314999999999991 -0.23029999999999998 -1.0000000180025095e-35 -0.088669999999999985 0.087995000000000004 0.09641000000000001 0.082730000000000012 0.083935000000000023 -0.029114999999999999 -0.074904999999999985 0.088585000000000011 0.10115500000000001 -0.082994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8 -10 11 12 13 14 15 18 -16 -18 -11 -20 -21 -22 -23 -13 25 26 27 -12 -25 -26
right_child=-2 2 3 4 5 6 7 -9 9 10 24 23 -14 -15 16 -17 17 -19 19 20 21 22 -24 28 29 -27 -28 -29 -30 -31
leaf_value=0.00096451292460167858 -0.001084123022199471 -0.00089868607403057214 -0.00084347511279045384 -0.00079565185717476073 -0.00063331708563072299 -0.00088628603768746244 0.00084708332516074782 -0.00057139284684724467 0.0010258538905688923 0.00078067174824139531 0.00075730979587179236 0.001120643591800711 -0.001108999993351329 -0.0010496413440078763 -0.00032873014577782287 -0.0016082044830858263 0.0012779643606194335 4.6179167582991578e-05 -0.0012089176382738399 0.00068864191048989044 -0.0010856978495250966 0.00087719256418728397 -0.00042503767204540952 -0.00030812342938387903 0.0012291213059853312 -0.00071472117520366525 0.0012416333558970926 -0.00051674381084969951 0.00065488874507497606 0.00038120657148677672
leaf_weight=0.0011295964380089165 0.0013938680539705697 0.0015742750159888066 0.001365611259972462 0.0014132134268702847 0.0020081289648377623 0.0010741149984269385 0.0020700096480606367 0.0015121962121682478 0.0013410289899896738 0.0013053992298068728 0.0012956031771410026 0.0014555382271637099 0.0010008920839492683 0.0010073191118493705 0.0012452322492843976 0.0012621106259516068 0.0016886998491567676 0.0011018665543151571 0.0010040422643937596 0.0016079115016189869 0.0013706888357028152 0.0011382871228100555 0.0013389606305551638 0.001048587322657113 0.0014219751890054422 0.0013071448841692748 0.0012754140330141772 0.0010402082810953284 0.0010082840158602835 0.0010661173878214747
leaf_count=47 126 577 311 290 195 555 91 65 187 18 100 41 49 48 61 29 118 97 144 48 100 44 30 18 43 58 120 128 45 127
internal_value=0 2.83046e-06 -2.54967e-05 1.18835e-05 4.4872e-05 7.98128e-05 0.000124582 0.000159705 0.000197308 0.000148095 0.000102805 -3.09547e-05 -0.000168771 -0.000101889 -2.88063e-05 -0.000241037 0.000445918 0.000791589 -1.88282e-05 -0.000180389 8.89131e-06 -0.000275152 0.000173333 0.000560401 0.000438427 0.000222229 0.000561374 0.000189935 0.000163948 0.0008658
internal_weight=0 0.0394785 0.0383489 0.0367746 0.035409 0.0339958 0.0319876 0.0309135 0.0294013 0.0273313 0.0259903 0.0185838 0.0150714 0.0140705 0.0130632 0.0090274 0.0040358 0.00279057 0.00776529 0.00645989 0.00545585 0.00384794 0.00247725 0.00351241 0.00740646 0.00491837 0.00361123 0.00233581 0.00205687 0.00248809
internal_count=3910 3784 3737 3160 2849 2559 2364 1809 1744 1653 1466 890 786 737 689 413 276 215 384 366 222 174 74 104 576 406 348 228 63 170
is_linear=0
shrinkage=0.00160853


Tree=1655
num_leaves=16
num_cat=0
split_feature=2 50 158 42 12 133 47 43 16 4 4 2 3 2 0
split_gain=7.58646e-05 0.000100707 0.000113945 9.92535e-05 0.000126332 0.000181927 0.000127832 0.00014101 0.000235603 0.000168188 0.000130008 0.000224223 0.000114493 8.62685e-05 3.1808e-05
threshold=0.14073000000000005 0.088425000000000017 0.084965000000000027 -0.11403999999999999 0.10333000000000002 -0.090054999999999982 0.087850000000000025 -0.17307499999999998 0.15737500000000001 -0.082054999999999975 0.0057500000000000008 0.097360000000000016 0.10420500000000001 0.086650000000000019 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 -9 13 -12 -13 -11 -8
right_child=-2 -3 -4 4 -6 6 14 8 -10 10 11 12 -14 -15 -16
leaf_value=-0.0016678862453850982 0.0015773460454111519 -0.0016175315482456112 -0.001978462519975157 -0.0022486376608546791 0.0019048855555224258 0.0026613359189912255 -0.0016688650988178487 0.0022934928653688754 -0.0021426892163734987 -0.002093017656798043 0.0029962691919141636 -0.0016766452707085006 0.0011326629225888135 7.1208032439259707e-05 -0.00029547330303693179
leaf_weight=0.0010606365290701967 0.0010749990101535578 0.001506369006905736 0.0010013187964859954 0.0011524127126407826 0.0015952306749239245 0.0010974486469845788 0.0012083820819399627 0.0019418447963386936 0.0012480001830740281 0.0010678729684997024 0.0013558507799118734 0.0010194996599003844 0.0011706058411566911 0.0019646275448395867 0.001331285942317865
leaf_count=148 228 642 367 302 240 67 71 336 266 271 168 114 59 465 166
internal_value=0 -9.45785e-05 3.13687e-05 0.00014828 0.000267533 8.81135e-05 0.000288995 0.000578339 0.000344319 0.0007086 0.000240767 0.00103754 -0.000175077 -0.000690908 -0.000948937
internal_weight=0 0.0197214 0.018215 0.0172137 0.0161531 0.0145578 0.0134054 0.0108658 0.0097683 0.0085203 0.00657846 0.00354596 0.00219011 0.0030325 0.00253967
internal_count=3910 3682 3040 2673 2525 2285 1983 1746 1679 1413 1077 341 173 736 237
is_linear=0
shrinkage=0.0061288


Tree=1656
num_leaves=31
num_cat=0
split_feature=14 1429 133 160 1 159 133 403 15 0 2 151 2 48 151 0 131 15 14 457 2 15 13 0 3 129 0 47 1 2
split_gain=0.000764191 0.000721561 0.00069996 0.000735097 0.000600627 0.000817921 0.000798333 0.000429607 0.000491914 0.000476694 0.000543363 0.000410505 0.00039378 0.000483384 0.000652245 0.000489685 0.000593809 0.00087085 0.000439237 0.000454116 0.000536798 0.000408455 0.000393502 0.000317479 0.000299473 0.000394358 0.000237615 0.0006728 0.000388574 0.000218395
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 1.0000000180025095e-35 0.073745000000000019 -0.15498499999999996 -1.0000000180025095e-35 0.083935000000000023 0.18055000000000002 0.10393500000000001 -0.083919999999999981 0.14073000000000005 0.12675000000000003 -0.076429999999999984 -0.10575999999999998 0.097135000000000013 1.0000000180025095e-35 -0.13131999999999996 -0.0015249999999999997 0.097940000000000013 -0.095799999999999982 -0.07409499999999998 -0.22384499999999996 -0.084129999999999996 0.086720000000000005 -0.017269999999999997 0.096300000000000011 0.094890000000000016 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -5 9 10 11 -9 13 14 23 18 17 26 -16 -20 21 -21 29 -8 25 -10 27 28 -17 -13
right_child=-2 2 3 4 5 -7 12 8 24 -11 -12 22 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001268441534591184 -0.0011509139872584058 -0.001121682155055456 -0.0011686454319457264 -0.0011178739663200721 0.0014242188940180251 0.0011181539865100449 0.00011504403549177512 -0.0011282027605948725 -0.00068137180324780351 0.00057325338049414522 -0.0014676402174973158 -0.00014841322090550766 0.00099845981147142797 -0.00077532670237876367 -0.00064397386362352875 -0.00038316579527647909 0.00077695847559965635 -0.0016377901282159546 -0.00039088061407675562 -7.5428709147404492e-05 0.0015666300133773804 0.00097443861667521295 -0.00064764359367025731 0.0011859611211862747 0.00079918112265396147 0.00070123993788981788 0.00048544186292954962 -0.0014561748796665104 0.00086673006886839148 0.00079133489823408594
leaf_weight=0.001146959426698956 0.0015658138635211696 0.0013287512578009078 0.0012156467179408039 0.0011343814711315967 0.0012965824214616886 0.0027550538815512829 0.0011723906271043916 0.0011677939810067492 0.0012164812602417641 0.0013877546164735577 0.0012324543692526502 0.0012331159128623499 0.001238297226805656 0.0017649333241926959 0.0012053711117374633 0.0020013751822149876 0.0011583532644620642 0.0014153935351030045 0.0014342330879753007 0.0024207365280588533 0.0012997292540753158 0.0016967407921129 0.0017143681880835747 0.0020449687528913954 0.002231291838412198 0.0010217578272807559 0.0011128859184435886 0.0011170290837032582 0.0010061541009514646 0.0014466925296272581
leaf_count=180 126 225 261 622 31 311 35 179 83 22 144 164 95 57 26 78 95 244 42 36 63 30 132 161 151 26 94 60 66 71
internal_value=0 1.56747e-05 5.03534e-05 8.82063e-05 0.000126474 0.000272613 0.000172998 -0.000150625 -6.38994e-05 -0.000303008 -0.000481983 -0.000263576 9.95529e-05 4.61668e-05 0.000122135 -1.44402e-05 -0.000307158 -0.000495918 0.000269353 0.000430035 0.000647376 0.000357203 -3.37929e-05 0.000795724 0.000373826 -5.02085e-05 -0.000187332 -0.00036886 3.49807e-05 0.000358909
internal_weight=0 0.0436177 0.0424707 0.041142 0.0399263 0.0261402 0.0233852 0.0137861 0.0126517 0.00818218 0.00679442 0.00556197 0.0220886 0.0208503 0.0190854 0.015868 0.00781119 0.00665284 0.00805681 0.00685144 0.00541721 0.00411748 0.00439418 0.00321736 0.00446953 0.00223824 0.00523744 0.00412456 0.00300753 0.00267981
internal_count=3910 3784 3604 3379 3118 1524 1213 1594 972 712 690 546 1182 1087 1030 834 637 542 197 171 129 66 367 196 260 109 298 204 144 235
is_linear=0
shrinkage=0.0016407


Tree=1657
num_leaves=27
num_cat=0
split_feature=14 1213 52 157 159 1374 52 42 43 123 160 50 2 49 130 12 12 49 13 0 15 12 1 3 15 475
split_gain=0.000639333 0.000405066 0.000418101 0.000279916 0.000245683 0.000252577 0.00030176 0.000285567 0.000325924 0.00029778 0.000313658 0.000441742 0.000530013 0.000241952 0.000235541 0.00024338 0.000406474 0.000359192 0.00033067 0.00034546 0.000262727 0.000235228 0.000202846 0.000383262 0.000382508 0.000190266
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -0.077044999999999988 0.11091500000000001 -0.095439999999999983 -0.062489999999999997 -0.11145999999999999 0.16180500000000003 0.083855000000000013 -1.0000000180025095e-35 0.088160000000000002 0.12547000000000003 -0.14811499999999997 -1.0000000180025095e-35 0.099680000000000005 0.092365000000000017 -1.0000000180025095e-35 -0.082014999999999991 -0.077944999999999987 -0.10071499999999999 0.051320000000000005 0.10080500000000002 -0.082064999999999985 -0.050004999999999994 -0.06890499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 25 5 -5 22 -8 9 10 21 12 13 -12 -15 16 17 -16 -19 20 -20 -9 23 -7 -24 -4
right_child=-2 2 3 4 -6 6 7 8 -10 -11 11 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.00074723280775901161 -0.0010112705257350632 -0.00077432561323340565 0.00094489079480762986 -0.0004869881455027084 -0.00067346407195537094 0.00079544959201675099 -0.00072109937971178123 -2.6696340050282593e-05 -0.00066153351487907932 0.00084522914283700532 0.00084675872740903792 0.00091529880060789784 -0.0008251532045101379 -0.00044359953620151063 -0.00058656849461347451 0.00078975730293549091 -0.00071516506294184415 0.0009257582810464546 0.00028082692639583615 0.00089872155927591996 -0.00059138790721988577 -0.00087193712022740218 0.0012164041936372915 -0.00026114437280838366 4.5954680677909397e-05 0.00010732903476003073
leaf_weight=0.0014620401955910125 0.0013848293972560924 0.0012996406190571288 0.0013417122039927343 0.0016846168390145513 0.0010130597847856351 0.0012588572405695247 0.0010765060898573061 0.0017862736179630181 0.0012787142117696151 0.0011537143858934206 0.0010554971350984496 0.0015159498805646385 0.0013195593091255295 0.0015071613934204151 0.0010084941663666153 0.0012860964445053922 0.0011721039846627757 0.0016986382478746944 0.0017470389549858415 0.0010155019882915938 0.0013534358679399006 0.0012261887392265858 0.0014644853663012825 0.0019058810429943276 0.0010649454798310476 0.001081894287048856
leaf_count=578 126 337 221 30 174 111 91 100 171 135 30 170 78 128 74 70 112 97 42 37 117 431 141 155 37 117
internal_value=0 1.83367e-05 5.1933e-05 8.54733e-05 4.5709e-05 7.12014e-05 0.000106165 2.4589e-05 6.44778e-05 0.000113739 6.60377e-05 0.000155672 6.8191e-05 0.00016772 0.000101286 0.000189768 9.32549e-05 0.000232129 0.000374125 0.000146469 -9.9917e-05 -0.000370742 0.000409892 0.000159143 0.000723619 0.000571004
internal_weight=0 0.034778 0.033316 0.0320163 0.0295927 0.0285797 0.026895 0.0212009 0.0201244 0.0188457 0.0176919 0.0146795 0.0131635 0.011844 0.0107885 0.00928131 0.00799521 0.00682311 0.00581462 0.00411598 0.00310047 0.00301246 0.00569417 0.00316474 0.00252943 0.00242361
internal_count=3910 3784 3206 2869 2531 2357 2327 1883 1792 1621 1486 955 785 707 677 549 479 367 293 196 159 531 444 266 178 338
is_linear=0
shrinkage=0.00148603


Tree=1658
num_leaves=15
num_cat=0
split_feature=1 52 39 0 15 3 47 16 1 1 15 42 12 0
split_gain=8.05772e-05 0.000164736 0.00018678 0.000150725 0.000149131 0.000174191 0.00017478 0.000120218 0.000143686 0.000154501 0.000119027 0.000144204 0.000135833 0.000100113
threshold=0.076710000000000014 -0.27466499999999994 0.085220000000000004 -0.089879999999999974 0.083185000000000023 -0.10315499999999998 0.096300000000000011 -0.10808 0.094485000000000013 0.11183500000000002 0.088190000000000004 0.085330000000000003 0.085465000000000013 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 -3 7 -7 13 -10 11 12 -5 -9
right_child=1 2 -4 10 -6 6 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0019233791829216861 -0.0017421464684946718 0.0020855401676427429 0.0026090531140009563 0.0019611811567738263 -0.001448726099087957 0.0019794163809807373 -0.0016907166713901176 0.00046269118313611933 0.0028804216431442121 -0.00034230749427508931 0.0016245373269921765 -0.0021347335304562108 -0.00071788054956067751 -0.0018196687424382391
leaf_weight=0.0019285702666342512 0.0013006708206865234 0.0019165861314584557 0.0012625982475177331 0.0010330688307008309 0.0015958583337872681 0.0015196827752951446 0.0015176751602668515 0.0011905039972646162 0.0010186201222492919 0.0010466325812683586 0.0012081178679487284 0.001263379498165549 0.0018027925018781685 0.0015164063855150822
leaf_count=481 208 201 322 247 438 153 178 43 84 93 448 404 428 182
internal_value=0 0.000253706 0.000459987 -0.000512978 0.000220328 0.000494186 0.000103641 0.000536464 7.69596e-05 0.0012472 -4.71148e-07 -0.00047939 0.000258068 -0.000815883
internal_weight=0 0.0138852 0.0125846 0.00723593 0.011322 0.00972611 0.00780952 0.00629185 0.00477216 0.00206525 0.00530736 0.00409924 0.00283586 0.00270691
internal_count=3910 1902 1694 2008 1372 934 733 555 402 177 1527 1079 675 225
is_linear=0
shrinkage=0.00589082


Tree=1659
num_leaves=31
num_cat=0
split_feature=1213 14 51 1 46 124 47 1 0 52 47 484 484 15 49 49 52 1 42 133 0 3 15 0 0 0 0 43 12 15
split_gain=0.000581567 0.000595236 0.000425305 0.000423068 0.000615235 0.000494902 0.000532259 0.000327299 0.000291082 0.000407542 0.000354669 0.000293668 0.000484496 0.000293713 0.000420008 0.000575165 0.000399095 0.000509036 0.000428259 0.00054342 0.000422043 0.000354407 0.000329655 0.000275157 0.000256269 0.000241259 0.000296609 0.000236284 0.000112004 3.09729e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 0.14000500000000002 0.081930000000000017 -0.036134999999999994 0.11669500000000001 0.11235500000000002 -0.230625 -0.069134999999999988 0.09550500000000002 0.091130000000000017 0.084225000000000008 0.088190000000000004 -0.085974999999999982 -0.075429999999999983 0.048490000000000012 0.095575000000000007 -1.0000000180025095e-35 0.090085000000000012 -0.10783 -0.11266 0.091915000000000011 -0.088084999999999983 -0.070894999999999986 -0.10303999999999998 -0.14136999999999997 -0.017894999999999998 -0.089209999999999984 -0.042544999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 28 7 8 9 -7 11 12 13 14 -10 -16 17 20 -18 21 -17 -20 -15 -23 29 26 -9 -24 -4 -22
right_child=1 -3 3 -5 -6 6 -8 25 10 -11 -12 -13 -14 22 15 16 18 -19 19 -21 24 23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00089810474868985257 -0.00087108353525174021 -0.0010686849644866504 0.00047750788403493126 0.00080150628181910311 -0.0011137763547293276 -9.7896467029434141e-05 -0.001020465016465906 0.0003167567259736214 -0.0010326672540322197 0.0011279726845729687 0.00065912971194608937 -0.00089992235967868803 0.00083514400901376316 0.00072127289430000581 0.000960178264471654 -6.3210268269378106e-05 -0.00081972848511634774 0.00024041567514414619 0.0012747444126302489 -0.00069877657248681015 -0.0015462533049539172 0.00073453121913711478 0.00034377437423854996 -0.00028711339512289266 -0.00050993330471765309 -0.00010448485196647951 0.0013124090569738111 -0.00070610658417572642 0.0011751334842424548 -0.0011711380803065439
leaf_weight=0.0016714564995539407 0.001119728375372663 0.0011363112160874813 0.0011912238224696114 0.001925603417363266 0.001040767813513809 0.0013131084110682423 0.0010857310741998463 0.0017674921018375755 0.0013625807543425914 0.0012802879288376012 0.0016167049118988022 0.0010236407593475763 0.0013744469452809929 0.0019101134723253912 0.0010619778373852648 0.0015845478972855613 0.0010465504773801704 0.0017560172139096664 0.0011332224259206214 0.0010642702359817818 0.0010890101789829592 0.0012857372328243244 0.0010442400375717531 0.0012358107677101771 0.0013907922550358814 0.0011892260063947327 0.0012012773246623532 0.0010060699630560777 0.001022105389504673 0.00101797558569236
leaf_count=592 126 112 129 154 56 15 94 54 86 51 125 157 126 169 31 53 208 123 20 57 198 65 196 68 104 155 44 162 130 250
internal_value=0 3.35636e-05 6.72871e-05 9.64571e-05 5.66375e-05 9.34901e-05 4.28103e-05 8.16081e-05 1.6255e-05 0.000507281 -3.91024e-05 -9.18838e-05 -5.12647e-05 -0.000115424 -0.000214132 -0.000132519 -0.000224587 -0.000477202 7.50298e-05 0.000273462 -0.00072515 0.000556578 0.00025914 0.000233823 -0.00102502 0.000483929 0.000719636 -0.000171393 0.000799668 -0.00136502
internal_weight=0 0.0382766 0.0371403 0.0360205 0.0340949 0.0330542 0.0308408 0.0297551 0.0255971 0.0025934 0.0230037 0.021387 0.0203634 0.0189889 0.0150285 0.0136659 0.0126039 0.00683834 0.00576559 0.00471904 0.00508233 0.00365477 0.00396042 0.00252155 0.00349778 0.004158 0.00296877 0.00205031 0.00221333 0.00210699
internal_count=3910 3318 3206 3080 2926 2870 2611 2517 2264 66 2198 2073 1916 1790 1263 1177 1146 728 418 210 605 153 527 133 552 253 98 358 259 448
is_linear=0
shrinkage=0.00154607


Tree=1660
num_leaves=16
num_cat=0
split_feature=12 2 3 12 52 457 160 133 159 52 52 0 42 0 15
split_gain=7.58837e-05 8.29855e-05 0.000151673 0.000140045 0.000121977 0.000125887 0.000193138 0.000188543 0.000165172 0.000193603 0.000152838 0.000228021 0.000204469 0.000171033 0.000147179
threshold=0.11655500000000001 0.11542500000000001 0.12566000000000002 0.10333000000000002 -0.37613999999999997 -0.0034949999999999994 -0.098319999999999991 -0.0056849999999999991 0.090705000000000022 -0.081429999999999989 -1.0000000180025095e-35 -0.11991499999999998 0.088345000000000021 -0.079019999999999993 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 14 9 -9 -11 -12 13 -13 -8
right_child=-2 2 -4 -5 5 6 7 8 -10 10 11 12 -14 -15 -16
leaf_value=-0.0019478725669440091 -0.0015417327122779273 0.0022570992278362844 -0.00038061540470702484 0.0018941161439576812 -0.0019592945298267214 -0.0023335174166865952 -0.0028268818583382666 0.0026796822571243059 -0.0015323996141843484 -0.00097925043171998407 0.0034588126962431308 -0.0014831326241840201 0.0022428690679874713 0.0013701495129719184 0.00026488135389224359
leaf_weight=0.0013151749670327019 0.0010628225747067723 0.0015529621207254546 0.001474998076600037 0.0011557772202246295 0.0011347606064107682 0.0010571689036441645 0.0010837863539994727 0.0016903135872265718 0.0011044220231220961 0.001883668338744985 0.0010337975637073615 0.002000691027099856 0.00142994445333397 0.0011469627528338834 0.0010538236303825332
leaf_count=317 187 321 166 198 235 372 368 181 195 234 102 260 302 110 362
internal_value=0 7.33628e-05 0.0009722 -8.58881e-05 -0.000229504 -7.49169e-05 8.36582e-05 0.000289281 0.000619994 0.000878791 0.000472648 0.00096003 0.000395709 -0.000443435 -0.00130267
internal_weight=0 0.0201183 0.00302796 0.0170903 0.0159345 0.0146193 0.0134846 0.0124274 0.0102898 0.00918538 0.00749506 0.0056114 0.0045776 0.00314765 0.00213761
internal_count=3910 3723 487 3236 3038 2721 2486 2114 1384 1189 1008 774 672 370 730
is_linear=0
shrinkage=0.00589082


Tree=1661
num_leaves=17
num_cat=0
split_feature=1 147 16 4 1 1 16 4 42 4 16 16 12 3 15 16
split_gain=8.09353e-05 0.000130132 0.000160314 0.000129504 0.000143242 0.000134167 0.000129422 0.000115265 0.000113065 0.000112765 0.000135497 8.20293e-05 6.81634e-05 0.000147571 6.63251e-05 0.000158133
threshold=0.085835000000000009 1.0000000180025095e-35 0.050115000000000007 -0.0010999999999999996 0.10752500000000002 0.092550000000000007 0.51388000000000011 -0.082054999999999975 0.091330000000000008 -0.00027999999999999998 -0.114825 -0.074719999999999995 0.092475000000000016 0.12566000000000002 0.083935000000000023 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 11 5 -5 -4 14 9 -9 -11 -2 13 -6 15 -1
right_child=1 -3 6 4 12 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011096184975137539 0.00049187786625529627 0.0015937462350816931 -0.001987447204156831 0.00045016426607104239 0.0022476929582498075 -0.0014875633548968664 5.4508491977124052e-05 -0.0022566534216795107 0.00048322759726204844 -0.0017159846330472989 0.00060629942996901843 0.0021846467298177212 -0.00027634626731641614 -0.00013035609192255018 0.0011878467427203227 0.0010246366337290263
leaf_weight=0.0015862501568317811 0.0012944052463441675 0.0012956356704814384 0.0012393828010685013 0.0012664862812457028 0.0011729964594625643 0.0017857980793580253 0.0013391576597263644 0.0013730552477093771 0.0010180871015423067 0.0010613189999267927 0.0010234131133862751 0.0010965169623821519 0.0010189942683003217 0.0010045671265460909 0.0010643023663874512 0.001318131261382971
leaf_count=161 267 166 268 75 159 118 151 811 363 183 218 308 79 119 410 54
internal_value=0 0.000227308 6.94942e-05 0.000366887 2.20246e-05 -0.000683541 -0.000926963 -0.00034964 -0.000850617 -0.00124334 -0.000575955 0.00126821 0.000695745 0.00115064 0.000215361 -0.000141003
internal_weight=0 0.0125139 0.0112183 0.00863976 0.00624884 0.00305228 0.00257854 0.00844456 0.00447587 0.00345779 0.00208473 0.00239092 0.00319656 0.00217756 0.00396868 0.00290438
internal_count=3910 1710 1544 1125 550 193 419 2200 1575 1212 401 575 357 278 625 215
is_linear=0
shrinkage=0.00455379


Tree=1662
num_leaves=31
num_cat=0
split_feature=14 1429 157 1213 1374 1456 454 130 1186 47 47 12 43 16 1374 51 0 1 0 15 2 2 42 0 42 2 1 4 15 16
split_gain=0.000759767 0.000637172 0.000457253 0.00073405 0.000522805 0.000481131 0.000414659 0.000433587 0.000776119 0.000549519 0.000670917 0.000542141 0.000485389 0.000451926 0.000369768 0.000359987 0.000353598 0.000329731 0.000470306 0.000706132 0.000396005 0.000561874 0.000373354 0.000424467 0.000538 0.000426545 0.000369769 0.000319565 0.000279361 0.000232008
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.07453499999999999 -1.0000000180025095e-35 0.090240000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0015749999999999998 0.085080000000000003 0.09550500000000002 0.087850000000000025 0.10852500000000001 -0.27619499999999997 0.3935300000000001 -0.095439999999999983 -0.0084849999999999978 -0.11077499999999998 0.076710000000000014 -0.084154999999999994 0.035895000000000003 0.10393500000000001 0.086545000000000025 0.092145000000000019 -0.060094999999999989 0.088235000000000022 0.088895000000000016 0.09692000000000002 0.41315500000000005 -0.10981499999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 5 -5 -7 8 -8 10 11 13 -11 14 -9 16 -3 20 27 26 21 -16 23 24 25 -23 -20 -19 -14 -30
right_child=-2 2 3 4 -6 6 7 9 -10 12 -12 -13 28 -15 17 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011422351619349938 -0.0010846063264048358 0.0013620164851630798 -0.0012143463735028043 -0.00098730471537836792 -0.0010089535227912692 -0.0008586704011407394 -0.0010894992934705478 -0.00031573119114402647 0.00039344530889366154 -0.0004065427092310545 -0.00079831998608403487 -0.00069310787238218688 0.00024815411771444366 -0.00060267001379605667 -0.00062045933348137692 -0.00023917176683571295 0.00025409979462465967 0.00087861801805755465 -9.6687984767204486e-05 -0.00090903616786968333 -0.00051960653537989313 0.00074225096316082829 -0.00038334442716055105 0.001308919083762967 0.0012403332165561746 -0.00053058921128253903 0.0012055250454606156 -1.3966800764000701e-05 0.0013629439388395479 0.00058893274227266089
leaf_weight=0.0011225048123277284 0.0015700940538468924 0.0014638265086546198 0.0011747441497900182 0.0010321104956158558 0.0011362968791749353 0.0010883497090254926 0.0018605187734701536 0.0024597009394113903 0.0015434056269376661 0.0010362280933069457 0.0019905198221668021 0.0017684254132179769 0.0018061310146151865 0.0015906532301248602 0.0013944589421352321 0.0010062388569973537 0.0013001647796341276 0.005951681592553981 0.0010122057575658984 0.0012141710719393295 0.0018963271352370192 0.0010329002067007431 0.0010420496957431191 0.0015530009341233608 0.0011324531046867925 0.0016106578291726348 0.0010745407732051238 0.0011428825506053786 0.001919440237584169 0.0017879749960130189
leaf_count=180 126 31 564 233 63 62 191 31 59 12 52 144 115 142 169 107 267 222 57 193 77 71 121 26 44 169 151 124 39 68
internal_value=0 8.64276e-06 3.67133e-05 -9.32125e-06 2.51407e-05 5.45602e-05 8.21972e-05 0.000109272 -0.000417103 0.000161333 6.66206e-05 0.000133156 0.000564296 0.000193767 0.000250029 0.000552609 0.000840859 0.00031941 0.000510518 2.8414e-05 0.000113791 0.000268466 0.000463028 0.00062853 0.000348699 -3.32607e-05 0.000573868 0.000734829 0.000746758 0.000989662
internal_weight=0 0.0471446 0.0460221 0.0422518 0.0410771 0.0399408 0.0389087 0.0378203 0.00340392 0.0344164 0.0278666 0.0258761 0.00654977 0.0241077 0.022517 0.00377023 0.00276399 0.0200573 0.0103955 0.00330092 0.00966185 0.00776552 0.00637106 0.00532901 0.00377601 0.00264356 0.00208675 0.00709456 0.00551355 0.00370742
internal_count=3910 3784 3604 3199 2635 2572 2339 2277 250 2027 1793 1741 234 1597 1455 405 298 1424 747 401 677 600 431 310 284 240 208 346 222 107
is_linear=0
shrinkage=0.00154607


Tree=1663
num_leaves=17
num_cat=0
split_feature=128 41 3 3 4 39 0 39 457 160 157 43 0 15 0 48
split_gain=8.06459e-05 0.000100105 0.000119946 0.000164745 0.000112163 9.23035e-05 0.000190077 0.000148056 0.000140287 0.000147562 0.000215407 0.000204171 0.000125943 0.000113571 0.000201782 8.18185e-05
threshold=1.0000000180025095e-35 0.078535000000000008 -0.11266 -0.084129999999999996 -0.34687499999999999 0.005105000000000001 -0.053834999999999994 0.097470000000000015 -0.0034949999999999994 -1.0000000180025095e-35 -0.07453499999999999 -0.074254999999999988 -0.10071499999999999 -0.10469999999999999 -0.12329499999999999 0.088985000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 -7 -5 10 -10 -11 13 -13 15 -15
right_child=-2 -3 3 5 -6 7 -8 -9 9 11 -12 12 -14 14 -16 -17
leaf_value=-0.00017196174937647877 -0.0015918662016568615 -0.0017037076085942141 -0.0018137376522934037 -0.0017591486764314628 0.0022468643288410498 0.0027641888378167976 -0.0017233752833716819 -0.00010198866428953741 0.0010720447523663464 0.0025203439279788929 -0.0026321129615066888 -0.00080518416514975717 -0.0013701443186325331 0.0014127313280465834 0.003258481377099714 -0.00087147644871972808
leaf_weight=0.0010516950645356182 0.0010196194276450568 0.0010047383888921449 0.0015445271568766709 0.001027051411255143 0.0016311856954809014 0.0011005937852670159 0.0018827315278977718 0.0013246411073468273 0.0010015899323430194 0.0018700169157536703 0.0010973281456783278 0.0011394631019508994 0.0011692357241015151 0.001024642406224352 0.0011494860197025494 0.0010684124417561502
leaf_count=116 296 175 760 151 201 232 257 147 115 188 415 97 617 76 31 36
internal_value=0 7.30752e-05 0.000166627 -1.85695e-05 0.00129868 0.000168078 -3.30104e-05 0.00119871 0.000268728 0.000487499 -0.000864513 0.000869881 0.000313899 0.000763247 0.00131441 0.000246744
internal_weight=0 0.0200873 0.0190826 0.0163997 0.00268288 0.0148552 0.01243 0.00242523 0.0105472 0.00952017 0.00209892 0.00742126 0.00555124 0.004382 0.00324254 0.00209305
internal_count=3910 3614 3439 3122 317 2362 1983 379 1726 1575 530 1045 857 240 143 112
is_linear=0
shrinkage=0.00577531


Tree=1664
num_leaves=27
num_cat=0
split_feature=14 1213 51 1 47 50 128 1 403 147 48 1 0 47 151 52 4 1 15 16 43 133 0 4 52 13
split_gain=0.000574223 0.000470308 0.000384113 0.000455129 0.000439172 0.000328902 0.000386161 0.000317372 0.000447649 0.000440095 0.000416411 0.000382349 0.000480196 0.000397635 0.000349857 0.000339503 0.000306858 0.000274038 0.000607242 0.000241239 0.000426653 0.00032787 0.000505212 0.00029721 0.000187986 7.25547e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10625000000000001 0.086435000000000012 1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.12862000000000004 0.10561500000000001 -0.087899999999999992 0.084155000000000021 -0.083919999999999981 -0.074484999999999982 -0.0025899999999999994 0.092730000000000021 -0.096369999999999983 -0.0029949999999999998 -0.08768999999999999 0.083815000000000014 -0.083674999999999986 -0.51381999999999983 -0.12272499999999999 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 14 9 10 11 12 16 15 -4 -13 -9 18 -18 20 -16 22 -22 -21 -25 -26
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 13 -14 -15 19 -17 17 -19 -20 23 21 -23 -24 24 25 -27
leaf_value=-0.00079362255862462617 -0.00096068867738585261 -0.0008289243131950519 -0.00082757797910787217 0.00084525476492316803 -0.00081231510091849847 -0.00067838219074693653 -0.00075422404615106459 0.00069216823451208939 0.0011370938086805362 0.0009124886195795059 -0.00079613216359984413 0.00024234040136619821 -0.00071523565117413441 1.7392215961763055e-05 -0.001001673623030765 0.0013142630377506407 0.00076147269890637084 -0.00048782398716044813 -0.00060922969757824243 -0.00038531183217502057 -0.0010447489740879601 0.00050774901450937715 0.00023853089846510099 1.2375336816913526e-05 0.00046905216881409608 0.00098979901971481743
leaf_weight=0.0014942397544176747 0.0013603224992622112 0.0010463728630624161 0.0011364052100199537 0.0016548440039184783 0.0012642864171972237 0.0012091553396618221 0.0010937277988036778 0.0018522538267278232 0.0012326722117208524 0.0017383163037129048 0.0010166739166539438 0.0010707986903101818 0.0016591274143282764 0.0019480990592875003 0.0010840319525033401 0.0016702360723301482 0.0019103380850822305 0.0017539732782267947 0.0011394260539603351 0.0010861958253929327 0.0011543472499060629 0.0019059940075867726 0.0016398717903602913 0.0011558368954371345 0.0011217291510646765 0.0012483828080546485
leaf_count=578 126 126 159 154 94 325 134 84 39 139 24 120 376 73 166 185 33 46 31 19 201 292 113 141 31 101
internal_value=0 2.27291e-05 5.77885e-05 8.52825e-05 4.60939e-05 8.12985e-05 0.000112312 0.000145538 0.000274674 0.000207216 0.000119776 0.000191382 3.2718e-08 0.000530697 -4.47254e-05 0.000895511 0.000178326 -1.98038e-05 0.000249363 4.08464e-05 -0.000161287 3.25355e-05 -0.000291617 0.000294348 0.000503723 0.000743339
internal_weight=0 0.0362873 0.0347931 0.0337467 0.0320919 0.0308276 0.0296184 0.0285247 0.0169919 0.0157592 0.0140209 0.0130043 0.00831512 0.00468913 0.0115328 0.00274103 0.00665599 0.00480374 0.00304976 0.0103964 0.00578425 0.00470021 0.00279422 0.00461214 0.00352595 0.00237011
internal_count=3910 3784 3206 3080 2926 2832 2507 2373 1150 1111 972 948 570 378 1223 305 194 110 64 1064 772 606 314 292 273 132
is_linear=0
shrinkage=0.00148603


Tree=1665
num_leaves=31
num_cat=0
split_feature=14 1429 1213 1374 457 484 159 158 11 151 133 49 38 1 49 160 2 453 131 0 40 16 1 16 160 2 16 15 16 42
split_gain=0.000756789 0.000633571 0.000479563 0.000444689 0.000378164 0.000403058 0.000448284 0.000440762 0.000427205 0.000349888 0.000577533 0.000523275 0.000426862 0.000487787 0.000566577 0.00042392 0.000485304 0.000542647 0.000460518 0.000423463 0.000389297 0.000659153 0.000401728 0.000333357 0.000301798 0.00027123 0.000254866 0.000229629 0.000648383 0.000406097
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.098834999999999992 -0.0043499999999999988 0.073745000000000019 0.084965000000000027 0.087830000000000005 0.056555000000000001 0.08493500000000001 -0.24167999999999998 0.087760000000000019 0.076710000000000014 -0.047309999999999998 0.0050800000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.09666000000000001 -0.10131499999999999 0.0048700000000000002 -0.055679999999999993 0.092550000000000007 -0.062279999999999995 -1.0000000180025095e-35 0.086650000000000019 -0.19424999999999998 0.085120000000000015 -0.089559999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 23 8 -8 9 11 -11 -7 13 19 25 16 18 24 20 -13 21 22 -16 -6 -18 -15 -24 29 -29 -21
right_child=-2 2 3 -5 5 6 7 -9 -10 10 -12 12 -14 14 15 -17 17 -19 -20 27 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011784987750131555 -0.0010612127269340385 -0.00076990725942123852 0.00098288342797422218 -0.0008886382482758018 6.9493580733645871e-05 -0.00086157751656109108 0.00089893677803790171 -0.00018245724499806656 -0.00078998297702512958 -0.00092832398163357748 0.00043887974187791282 -0.00093967470449614419 -0.00076347583492080622 0.00037734503799107682 0.00073649908494965825 -0.00057566738274368178 0.00036946758022457315 -0.00015043967526211794 0.0010186912434164061 -0.00089960112171114971 0.00076063820921598146 -0.0012386942593310029 0.00026070403449452112 -0.001111885651781427 0.0013659137323013349 0.001337922045642607 -0.00075020267520563711 0.0012031498883926801 -0.00039329383310253099 0.00010238712104941999
leaf_weight=0.0010088183943924292 0.0015758236963427921 0.0016254955397276829 0.0010754628232101373 0.0010818275098037891 0.0010335979896017172 0.0011478531263264804 0.0029215556865848083 0.0012307359350811065 0.001336581272365577 0.0018548294255360523 0.0011499282849588566 0.0010834014132239294 0.0010481296188977742 0.001058738305484864 0.0013088164267913722 0.0012845471432569875 0.0010161691005023954 0.0011678650067352692 0.0010475624878827361 0.0011501317741857706 0.001057767354476935 0.0011811723777093146 0.0010103275690809144 0.0011698906328080063 0.0022326918375446259 0.0018649982582423785 0.0013236976421095985 0.0012707067925181725 0.0010823463880291762 0.0048401573020119921
leaf_count=180 126 578 55 74 162 33 253 180 77 51 43 53 40 75 97 33 38 24 54 240 12 119 45 340 165 84 78 52 270 279
internal_value=0 8.42502e-06 3.71691e-05 6.99407e-05 9.65653e-05 7.13977e-05 0.000110261 0.000578412 4.85859e-05 8.57213e-05 -0.000405092 0.000139987 0.000184154 0.000223914 0.000388803 0.000249619 0.000343054 0.000735706 9.27803e-05 -4.81571e-05 -7.21271e-05 -0.000254729 6.43171e-05 -0.000557732 0.00105425 0.00099008 -0.000312612 6.76085e-05 0.000468825 -8.9994e-05
internal_weight=0 0.0426658 0.041657 0.0400315 0.0389497 0.0378742 0.0356707 0.00415229 0.0315184 0.0301818 0.00300476 0.0271771 0.0260292 0.0249811 0.0155544 0.0126306 0.0113461 0.00441673 0.00692934 0.00942674 0.00588178 0.00482401 0.00364284 0.00220349 0.00324886 0.00292374 0.00233403 0.00834334 0.00235305 0.00599029
internal_count=3910 3784 3604 3026 2952 2897 2395 433 1962 1885 94 1791 1758 1718 824 665 632 227 405 894 351 339 220 502 203 159 123 841 322 519
is_linear=0
shrinkage=0.00151575


Tree=1666
num_leaves=31
num_cat=0
split_feature=14 1429 1213 4 480 1374 51 1 44 47 1 147 48 0 2 4 16 13 3 16 1 15 52 52 15 3 12 2 4 3
split_gain=0.000796864 0.0006882 0.000580396 0.00059887 0.000702046 0.000655184 0.000479383 0.000765286 0.000801687 0.000678376 0.000663131 0.000789845 0.000642132 0.000787688 0.00065712 0.000585425 0.000562467 0.000491364 0.000487987 0.000416114 0.000439544 0.000363114 0.000323402 0.000417651 0.000599916 0.000335611 0.000569807 0.000415439 0.000664959 0.000414376
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.090240000000000015 -0.40274499999999996 0.14000500000000002 0.085085000000000008 0.11939500000000002 0.085835000000000009 1.0000000180025095e-35 0.12862000000000004 -0.10575999999999998 0.10045500000000002 0.22584000000000001 -0.09601999999999998 -0.0016149999999999999 -0.078884999999999997 -0.057604999999999996 0.092550000000000007 -0.09547499999999999 -0.082174999999999984 -0.089799999999999977 -0.031229999999999997 0.097615000000000021 0.094045000000000004 0.088210000000000025 -0.083329999999999987 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 10 15 12 13 14 16 21 -12 18 -15 -19 -21 -8 23 24 -23 26 27 28 29 -24
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14 17 -16 -17 -18 19 -20 20 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010706376982117772 -0.0010325820542536092 -0.00079346676532421974 -0.00078981743311333388 0.0011161632007107641 -0.0011513141501521074 -0.0010908171454884672 -0.00071343734121383825 0.000979191986484205 -0.00121372781395281 -0.0010400202338864994 0.00084882821657375214 0.0012561364206421332 -0.00080245584905051803 -0.00023150078508145139 0.0012555180697523393 -0.0010115783400910993 -0.00011357481254841371 -0.0011156081552997968 0.00085125696720444956 0.00069611014692684341 -0.00048110638454035786 -0.00077247341833061025 -0.00055542085071073378 0.0010745881830357337 0.00059389174488836489 0.00056117366341531106 -0.00091643168542224814 0.0003099944341859061 -0.0012602446960444085 0.00071553367930082606
leaf_weight=0.0012771198992071455 0.0016862014563094876 0.0018002703182727056 0.0013081569148534191 0.0011700133720808905 0.0010677684888137492 0.0010518942485306928 0.0013802598074384434 0.0021887192670165525 0.0010355395672689829 0.0010986209723435883 0.0025863774043770604 0.001871893430641868 0.0012135305471225868 0.0016239191405020819 0.0026377632479219759 0.0013119204317595381 0.0027850859476075095 0.0011608162071956585 0.002118053918815894 0.001073410494528919 0.0020155115824311842 0.0011010071692909018 0.0010953642970319422 0.0014496568951614082 0.0019960376853789263 0.0016812281944993393 0.0017859777767970661 0.0045057334682039596 0.0012154833841879339 0.0011732544207227929
leaf_count=180 126 578 95 179 216 63 180 87 40 66 36 121 22 190 113 60 38 71 220 38 91 128 67 37 116 17 199 253 205 78
internal_value=0 6.13779e-06 3.44899e-05 6.64054e-05 3.94308e-05 6.80249e-05 9.61033e-05 0.000123628 7.67151e-05 0.000111084 0.000144556 0.000339403 0.000239718 0.000318758 0.000648107 -5.4361e-05 0.000349825 -1.1313e-05 0.000381368 -0.000357076 -7.20198e-05 1.78775e-05 8.09505e-05 0.000416283 0.000108146 -5.21256e-05 -0.0001576 1.20229e-05 -0.000373322 0.000101875
internal_weight=0 0.0497804 0.0485033 0.046703 0.045533 0.0444652 0.0434133 0.0421052 0.0399164 0.0388809 0.0377823 0.0190864 0.0172145 0.0160009 0.00800923 0.0186959 0.00537146 0.00799171 0.00374197 0.00424974 0.00308892 0.017384 0.0160037 0.0045467 0.00309704 0.011457 0.00977581 0.00798984 0.0034841 0.00226862
internal_count=3910 3784 3604 3026 2847 2631 2568 2473 2386 2346 2280 940 819 797 187 1340 74 610 410 200 129 1280 1100 281 244 819 802 603 350 145
is_linear=0
shrinkage=0.00148603


Tree=1667
num_leaves=16
num_cat=0
split_feature=124 42 394 133 43 3 0 457 160 0 1 42 0 11 4
split_gain=8.51649e-05 8.86615e-05 0.000162709 0.00011367 0.000106788 0.000149954 0.000170101 0.000155674 0.000163684 0.000197267 0.000427648 0.000201227 0.000145785 0.000144923 0.000138073
threshold=0.08919500000000001 -1.0000000180025095e-35 -0.078964999999999994 0.093845000000000026 0.098320000000000005 -0.10628499999999998 -0.053834999999999994 -0.066264999999999991 -1.0000000180025095e-35 -0.18901999999999997 0.095575000000000007 0.083725000000000008 -0.15137999999999999 0.080455000000000013 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 13 7 -7 12 14 11 -11 -9 -3 -10
right_child=-2 3 -4 -5 -6 6 -8 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.00091226498110698058 0.0017862311738519356 0.0028966678680842836 -0.0023033989059850876 -0.001761218509060355 -0.0016537589914910784 -0.0020828885842010675 -0.0020093560723297814 0.00075970942534542795 -0.0021718587493115109 -0.0015278558298130436 0.0043786092075081629 0.0017559440576016003 -0.0024863359257299156 -0.00012089452547027725 0.00087624340972140521
leaf_weight=0.0010342348564365625 0.0010609780844253449 0.0017199663000238537 0.0018675185347870353 0.0013286315754773561 0.0011976279122744007 0.0010207463835081596 0.0014855535369033791 0.0011322407659175582 0.0010912569301924071 0.0013431373429897394 0.0017631703792379654 0.0019146353255818094 0.0012115222462942849 0.0011062951620610662 0.0014828961190749279
leaf_count=231 76 132 795 460 155 233 273 72 40 106 218 371 494 172 82
internal_value=0 -0.000103098 -0.00115728 6.8777e-05 0.000216411 0.000363075 5.5945e-05 0.000335893 0.000584308 0.00104797 0.00179849 0.000402076 -0.000918215 0.00171549 -0.000415934
internal_weight=0 0.0206994 0.00290175 0.0177977 0.016469 0.0152714 0.0124452 0.0109596 0.00993886 0.0075951 0.00502094 0.00325777 0.00234376 0.00282626 0.00257415
internal_count=3910 3834 1026 2808 2348 2193 1889 1616 1383 817 695 477 566 304 122
is_linear=0
shrinkage=0.00650394


Tree=1668
num_leaves=28
num_cat=0
split_feature=14 1213 1456 52 157 1374 453 0 38 124 40 47 13 42 12 43 16 48 1 15 15 52 403 4 43 47 475
split_gain=0.000517636 0.000420807 0.000331729 0.000294221 0.000366309 0.000232617 0.000258327 0.000290406 0.000255941 0.00040888 0.000253257 0.000363402 0.000483766 0.000429062 0.000403101 0.000412653 0.000278823 0.000800261 0.000469736 0.00031193 0.000365789 0.000208784 0.000162382 8.05887e-05 7.17185e-05 6.62646e-05 2.43004e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.095439999999999983 1.0000000180025095e-35 -0.230625 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.09550500000000002 -0.094679999999999986 0.079890000000000017 0.10129000000000001 -0.15426499999999996 -0.083144999999999983 0.086870000000000017 0.095575000000000007 -0.094449999999999992 0.05377500000000001 0.083750000000000005 0.086810000000000012 -0.010074999999999999 -0.00084499999999999994 0.11603500000000001 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 26 -6 7 -7 9 -9 -11 12 21 25 15 -14 19 18 23 -17 -21 24 -22 -18 -12 -13 -5
right_child=-2 2 3 4 5 6 -8 8 -10 10 11 13 14 -15 -16 16 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00086308021389814769 -0.0010984057352847331 -0.00080474416062495369 -0.00069795864485418246 0.00095983092189354084 -0.00052528332065520408 0.00087678528649544818 -0.00059253452885369361 0.00098914026807749304 -0.00065041571369056064 -0.00056155290113178182 0.00056052522963809313 0.0013586704706918988 0.00078455178430096334 -9.7296088656915683e-05 -0.00089042525838494422 0.00094219557233101781 -0.000969952502077561 0.00073681725612028336 -8.142936895714829e-05 -0.00085552062669182259 -9.4181094310891357e-05 1.0756912068694155e-05 0.00076916625516953313 -0.0016086702717657334 0.0011504666509073462 0.00078467996958984996 0.00060629318292662409
leaf_weight=0.0013407970375742392 0.0011088615551473327 0.001113699651609879 0.0011799574044965002 0.0010082784516307897 0.0015879849199258436 0.0013330301763731988 0.0012870686200132644 0.0013826045922555796 0.0011060443721385141 0.0014548700028450814 0.001007973583398325 0.0010205456410875549 0.0014628308923496621 0.0013536397614166695 0.0015351607820293942 0.0010017004056913081 0.0010050961899818389 0.0011676688393182921 0.0013845070014051331 0.0010728091790494698 0.0012918239405841359 0.001101783780548482 0.0010000011097943684 0.0010399270699924853 0.0011319023036173098 0.0010618307939012084 0.0010038699338738013
leaf_count=578 126 312 290 164 34 61 75 219 76 115 29 42 81 88 215 99 417 46 77 78 177 77 32 111 102 30 159
internal_value=0 1.92306e-05 5.72734e-05 8.92926e-05 0.000121544 7.18305e-05 0.000109454 0.000147232 0.000104168 0.000143029 8.48105e-05 0.000135262 2.84872e-05 0.000607703 -0.000120885 -7.57893e-06 -0.000136853 -0.000413333 -0.000804931 0.000154246 -8.03382e-05 0.000579661 0.000282527 -0.00129475 0.000872579 0.00106599 0.000783449
internal_weight=0 0.0324374 0.0310966 0.0299829 0.028803 0.0267908 0.0252028 0.0239158 0.0225827 0.0214767 0.0200941 0.0186392 0.0152032 0.00343602 0.0119615 0.0104264 0.00896353 0.0045972 0.00342953 0.00436633 0.00336463 0.00324166 0.00229183 0.00204502 0.00213988 0.00208238 0.00201215
internal_count=3910 3784 3206 2894 2604 2281 2247 2172 2111 2035 1816 1701 1541 160 1333 1118 1037 651 605 386 287 208 209 528 131 72 323
is_linear=0
shrinkage=0.00160853


Tree=1669
num_leaves=18
num_cat=0
split_feature=1 52 52 52 52 4 2 0 4 150 16 50 12 15 16 16 43
split_gain=7.9135e-05 0.00013229 0.000173476 0.000165615 0.00028017 0.000120329 0.000122473 0.000151377 0.000219885 0.000117207 0.000100925 0.000148852 0.000126115 0.000129489 0.000103519 6.65073e-05 0.000181796
threshold=0.085835000000000009 -0.27466499999999994 -0.091329999999999981 -0.074484999999999982 -0.048794999999999991 -0.082054999999999975 0.10066500000000002 -0.08317999999999999 0.0021050000000000005 0.081245000000000026 -0.055679999999999993 0.09525500000000002 0.096900000000000014 -0.14487999999999998 -0.09601999999999998 0.23932500000000004 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 15 7 8 -7 10 11 12 13 -6 -15 16 -1
right_child=1 2 3 4 9 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0018150680720870698 -0.0012630950355313078 0.0022058665316480107 -0.0014836907357722688 0.002736024997581364 0.00068200938052121168 -0.0028695925368890057 -0.0024331063663442887 0.0010419213898963981 7.8759053704043839e-05 0.0016812474594769308 -0.0011013957947175065 0.0019232793406085444 0.0013385814533369432 -0.002456734399126461 -0.00025786268257084206 0.0012418785427221587 0.00074925239206298868
leaf_weight=0.0010346311194737723 0.0012871271709183904 0.0011659530052312303 0.0012481263261619755 0.0011238039288858385 0.0011460311651916126 0.0010566336750935396 0.0010099892853880216 0.0010917495207034816 0.0014690707654974877 0.0010107576228609305 0.0018545021501870044 0.001023244448740912 0.0010215214899058633 0.0010634417036810041 0.0010183157559810994 0.0011624351245718145 0.0019150137146378282
leaf_count=183 199 176 144 123 179 595 389 351 240 165 240 197 79 87 121 41 401
internal_value=0 0.000236653 0.000401985 0.000201862 0.000429012 -0.000370248 -0.000915473 -0.000491751 -0.00115469 0.000110422 -0.000112352 0.000235521 -0.000170895 -0.00064861 -0.00138113 0.000243309 -0.000150221
internal_weight=0 0.0129628 0.0116757 0.0105097 0.00926162 0.00873952 0.00462744 0.00361745 0.0025257 0.00813781 0.00712706 0.00527255 0.00424931 0.00322779 0.00208176 0.00411208 0.00294964
internal_count=3910 1710 1511 1335 1191 2200 1575 1186 835 1068 903 663 466 387 208 625 584
is_linear=0
shrinkage=0.00492917


Tree=1670
num_leaves=30
num_cat=0
split_feature=1429 1213 14 151 4 38 124 3 158 150 133 15 15 47 1 43 47 42 3 4 160 2 11 3 2 4 1 4 0
split_gain=0.000625792 0.000529898 0.000515978 0.000379938 0.000485098 0.000425057 0.000477426 0.000318591 0.000267697 0.000331125 0.000276817 0.000778719 0.00026632 0.000295664 0.000500476 0.00039292 0.000462551 0.000542851 0.000360785 0.000374444 0.000341447 0.000262952 0.000248412 0.000209751 0.000205843 0.000289899 0.000165958 0.000128738 5.06369e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.40391999999999995 0.27608500000000008 1.0000000180025095e-35 -0.048219999999999992 0.13772500000000001 0.084965000000000027 0.11247500000000001 0.086975000000000011 0.088345000000000021 -0.11739999999999999 0.09550500000000002 0.13501500000000002 0.098320000000000005 0.086425000000000016 -1.0000000180025095e-35 -0.100615 -0.15534499999999998 0.087825000000000014 0.10679500000000001 0.087830000000000005 0.11476000000000001 0.086915000000000006 -0.077679999999999985 0.077350000000000016 -0.018664999999999998 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 12 -12 -8 15 28 16 17 -14 26 -20 24 -9 23 -6 25 -21 -19 -26 -15
right_child=1 2 -4 4 22 -7 7 21 -10 -11 11 -13 13 14 -16 -17 -18 18 19 20 -22 -23 -24 -25 27 -27 -28 -29 -30
leaf_value=-0.0011624891370222766 -0.00085006607031017502 -0.00080065480635537086 -0.00085319744372149833 0.00078407144804547801 0.0012864643223569319 -0.00079342940319195357 -0.00060778855603549039 1.4297076243577066e-06 -0.00067808918893421234 -0.00061871403119389374 -0.0010877748402844285 0.00047787795414184071 -0.00058008256019832327 0.0012418499780030288 -0.00018528600263238121 -0.00079592513855652114 -0.00075185139788613614 0.0012102364386457267 -0.00062414059479783926 0.00085397967560471805 -0.00020728495172625961 0.00087115575726906471 1.6703922811876301e-05 0.00046176607490335865 0.00044702960793338928 -0.00015390232971969331 0.00043521183100962604 0.001147700006708242 0.00077767679813282777
leaf_weight=0.001046983885604382 0.0015483522157537779 0.0010702474998729441 0.0013840622097468494 0.0019451282070147005 0.0012436421953978807 0.0013072386998325128 0.0010491332501191717 0.0014187557926561558 0.0013474441441371212 0.0017482003790105219 0.0015498760450334955 0.001281645340380333 0.0015967645847747578 0.0010333921634355647 0.001237182142972415 0.0010700989092899968 0.0011697808556103704 0.0013087966365290431 0.0010625181009125051 0.0010395011982398039 0.0019327862658520267 0.0016727377132754739 0.0011676153628314978 0.0015054238213946802 0.0010151689203785619 0.0016005461345945191 0.0011429460362419874 0.0013480090049484694 0.001042623094127614
leaf_count=181 592 83 111 157 232 59 97 25 210 61 406 247 283 12 12 160 34 26 52 41 78 83 44 130 63 190 80 90 71
internal_value=0 1.76724e-06 3.71358e-05 7.14542e-05 9.82468e-05 3.5836e-05 7.24431e-05 2.24137e-05 -3.41426e-05 3.21086e-06 5.38259e-05 -0.000379106 0.000119558 0.000162915 0.000562873 7.01627e-05 0.000140285 0.000226913 0.000350219 0.00019735 0.000323193 0.000472019 0.000590949 0.000834849 0.00052812 0.000242945 0.000848938 0.000846708 0.00100873
internal_weight=0 0.0388396 0.0372913 0.0359072 0.034837 0.0309203 0.029613 0.0276679 0.0245764 0.023229 0.0214808 0.00283152 0.0186492 0.0176001 0.0033132 0.0142869 0.0132168 0.012047 0.0104503 0.00799853 0.00693601 0.00309149 0.00391668 0.00274907 0.00500323 0.00264005 0.00245174 0.00236318 0.00207602
internal_count=3910 3729 3137 3026 2943 2537 2478 2321 2213 2003 1942 653 1289 1192 95 1097 937 903 620 514 462 108 406 362 384 231 106 153 83
is_linear=0
shrinkage=0.00148603


Tree=1671
num_leaves=31
num_cat=0
split_feature=14 1429 1213 1456 484 403 38 124 42 12 1 150 12 15 133 2 48 12 42 0 1 48 49 16 16 43 3 12 475 4
split_gain=0.000645738 0.000675402 0.000514145 0.000390752 0.000386427 0.000512589 0.000355056 0.000592981 0.000321903 0.000589894 0.000555012 0.000468229 0.000429355 0.000473556 0.000410038 0.000501711 0.000391166 0.000345876 0.000379848 0.000300864 0.000345639 0.000284588 0.000274962 0.000367029 0.000249495 0.000243169 0.000205894 0.000177455 0.000148529 0.000134617
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.042570000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.11145999999999999 1.0000000180025095e-35 0.122185 -1.0000000180025095e-35 0.10129000000000001 0.088190000000000004 0.086975000000000011 0.086545000000000025 0.084260000000000015 0.093375000000000014 0.083725000000000008 -0.083424999999999985 0.092550000000000007 1.0000000180025095e-35 -0.073619999999999977 -0.09601999999999998 -0.071799999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10007000000000001 -0.048844999999999993 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 -9 11 -10 13 14 15 16 19 18 22 20 26 28 -17 -24 -25 -15 -13 -12 -6 -14
right_child=-2 2 3 4 21 6 -8 8 10 -11 27 12 29 25 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012176982098339438 -0.0010530764487612378 -0.00085734573809924256 -0.00077343056700386842 -0.0010322434082038283 0.0012566433736404864 0.00096086994775035307 -0.00074179134363900354 0.00028698603517623923 -0.00090686052270047026 -0.0013256428824166668 0.00046344742447823042 0.00012104435507519276 -0.00077304237884744261 0.0011328825303626401 -0.00064473453549650597 -0.00031387280624124958 -0.001047999768536262 -0.00038248695338914885 0.0011766128566847297 -0.00070702052670305361 -0.00037150899275556774 -7.879185616133219e-05 0.0012043796261254837 -0.00024522933791597577 0.00069790599316064635 0.00025087866134970612 0.0010379649265053637 0.0012448088069327596 0.00047597598210269584 -5.4063234391679921e-05
leaf_weight=0.0010424919997738527 0.0014151126334149824 0.0014559344349921169 0.0012403833336322159 0.0010003189778549906 0.0012858917098856892 0.0018996272049491827 0.0011739861797528386 0.0011057667250184968 0.0012005967096553318 0.0010638474426054728 0.0020183441201125909 0.0011933485009640865 0.0016322912136579317 0.0016323386526453376 0.0017539278711204411 0.0012212736306320693 0.0010448297332166234 0.001150389305945243 0.0016634253816163458 0.0011391370657758424 0.0015434721932701123 0.0010085158200858757 0.0012856171862589581 0.0014198440926742493 0.0012702910372457635 0.0013778722893891251 0.0011490044780657627 0.0010594674489547984 0.0010650660235350653 0.0010061844540616427
leaf_count=180 126 578 287 531 146 216 60 34 95 88 135 105 141 96 148 46 50 84 99 100 37 58 61 34 69 91 7 55 131 22
internal_value=0 1.00378e-05 4.36655e-05 7.95025e-05 0.000109418 5.7058e-05 9.22024e-05 0.000125024 6.81775e-05 -0.00050375 0.000116344 3.27544e-05 8.5265e-05 0.000167049 6.01892e-05 0.000147997 -0.000187274 0.00040203 0.000533582 -8.30507e-06 0.000196525 0.000608247 0.000327765 0.000524864 0.000200122 0.00072916 0.000570825 0.000732414 0.000902974 -0.000498859
internal_weight=0 0.0391035 0.038061 0.0366051 0.0353647 0.0320052 0.0310049 0.0298309 0.0279313 0.00216961 0.0257617 0.0226838 0.0214832 0.0188448 0.0158346 0.0140806 0.00606979 0.00801084 0.00686045 0.00502496 0.00388583 0.00335947 0.00519703 0.00397575 0.00269014 0.00301021 0.00234235 0.00307781 0.00235096 0.00263848
internal_count=3910 3784 3604 3026 2739 2404 1873 1813 1597 122 1475 1285 1190 1027 840 692 299 393 309 249 149 335 210 164 103 187 112 190 277 163
is_linear=0
shrinkage=0.00154607


Tree=1672
num_leaves=31
num_cat=0
split_feature=14 1429 1213 1374 1456 457 484 403 133 133 376 376 1 42 48 1 12 160 160 47 15 15 42 133 15 49 47 16 3 0
split_gain=0.000797835 0.000751215 0.000636143 0.000547705 0.00054809 0.000523724 0.000513481 0.000427396 0.000391448 0.000587964 0.00075191 0.000686361 0.000559032 0.000656921 0.000597402 0.000667172 0.000623163 0.000500129 0.000510763 0.000468246 0.000633341 0.000404093 0.000420876 0.000498248 0.000406437 0.000449265 0.000442981 0.000552405 0.000334226 0.00057936
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09309000000000002 -1.0000000180025095e-35 -0.095479999999999982 -0.083374999999999991 -0.084084999999999979 -0.26719999999999994 -0.17468499999999998 0.11382500000000002 0.048375000000000008 0.14000500000000002 -0.11145999999999999 0.12675000000000003 0.10786000000000001 0.10129000000000001 -0.091109999999999983 -0.079684999999999992 0.084155000000000021 -0.11739999999999999 0.088190000000000004 -1.0000000180025095e-35 0.086975000000000011 -0.095799999999999982 -0.084674999999999986 0.09550500000000002 -0.09601999999999998 -0.083144999999999983 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -9 -10 11 12 13 -11 15 16 17 -15 -19 -17 -21 22 -20 24 26 -26 27 -24 -27 -30
right_child=-2 2 3 -5 5 6 7 8 9 10 -12 -13 -14 14 -16 19 -18 18 21 20 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.0011690609136807894 -0.0010155928179026825 -0.00081734465059757116 -0.00074540450813672429 -0.00095384704634245783 0.0010907237480491008 -0.00092353182272117515 -0.00077589717271945246 -0.00067267304511624477 0.0011547101483003407 -0.00093888764220370006 -0.0010810484522600537 0.0011058709196128992 0.00098361821485190353 -0.000641012070236278 -0.00076411446591181215 0.0010361868298593522 -0.00092208753203466072 0.0011067046633891297 -0.00071511321003927945 -0.00043779765809708521 0.00088485770131591188 0.00064098535565419268 0.00039706576764256268 -0.00053666039051940729 -0.00038904056914654451 0.0010957800595542725 0.0005995440275292827 -0.00082293623237742961 0.00084838255061312309 -0.00027847668166472173
leaf_weight=0.0011141868218956233 0.001658263638721901 0.0017584550923187827 0.0015598058083623181 0.0010684606226156737 0.0011806709605117751 0.0010021285442036584 0.0010686396138261381 0.0011658424807827741 0.0012803746842933164 0.0012468617189265166 0.0010230806587661337 0.0016408278289411207 0.0015871366765962394 0.0016415184763925441 0.0014731062147994569 0.0029247339415706666 0.001263530146170532 0.0012258241046829146 0.0014145999287283892 0.0015407759949539468 0.0015329228948317564 0.0028318847816439776 0.0012409942776372418 0.0020933159080120953 0.0011262108013738743 0.0020229198510719314 0.0013875364225555131 0.0021569101701288526 0.0022710631908173639 0.001688369288949376
leaf_count=180 126 578 283 64 52 238 422 188 48 88 27 142 101 204 48 222 85 109 96 28 32 107 19 101 34 91 23 33 54 87
internal_value=0 1.28038e-05 4.17968e-05 7.63996e-05 0.000102245 0.000134468 0.000106137 0.000132697 0.000158397 0.00018486 0.000149716 0.000186415 0.000140236 9.71718e-05 0.000140469 0.000187451 7.17311e-05 0.000131241 0.000196384 0.000618902 0.00022184 0.000135185 4.21856e-05 0.000118775 0.00023413 0.000455098 -9.41092e-05 -0.000377363 0.000614012 0.000367871
internal_weight=0 0.0465327 0.0454185 0.04366 0.0425916 0.0410318 0.0398511 0.038849 0.0377803 0.0366145 0.0353341 0.034311 0.0326702 0.0310831 0.0298362 0.0283631 0.0223647 0.0211011 0.0194596 0.00599843 0.0030737 0.0182338 0.0154019 0.0139873 0.011894 0.00710856 0.00478544 0.0033979 0.00598235 0.00395943
internal_count=3910 3784 3604 3026 2962 2679 2627 2389 1967 1779 1731 1704 1562 1461 1373 1325 1043 958 754 282 60 645 538 442 341 266 75 52 232 141
is_linear=0
shrinkage=0.00145689


Tree=1673
num_leaves=26
num_cat=0
split_feature=14 1213 51 1 46 47 124 48 49 484 474 484 1 12 43 52 12 15 0 42 151 43 457 1 15
split_gain=0.000560784 0.000502687 0.000384344 0.0004599 0.000613489 0.000426686 0.000367641 0.000364572 0.000447369 0.00027971 0.000410074 0.000268969 0.000291208 0.000309362 0.000314076 0.00042469 0.000471659 0.000297032 0.000275838 0.000217119 0.000278646 0.000245621 0.000458724 0.000153835 0.000282679
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.081930000000000017 0.11939500000000002 -0.036134999999999994 0.12675000000000003 0.10581000000000002 -0.0043499999999999988 0.082665000000000002 0.096335000000000018 0.11026000000000001 0.10129000000000001 -0.15109999999999998 0.090300000000000005 0.090385000000000007 0.088190000000000004 -0.11077499999999998 -1.0000000180025095e-35 0.056555000000000001 -0.044024999999999988 0.082870000000000013 0.092550000000000007 -0.094449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 11 12 13 14 -11 17 -17 19 -14 -16 21 -21 23 24 -23
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 18 -15 15 16 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=-0.0007176583164885561 -0.00082290032078864294 -0.00066399599918413985 0.00064148903497987585 0.00066407274324613514 -0.0009222723921216776 -0.00071705208158286474 -0.00046649505719150493 -0.00066086452146411955 0.00070044473949375447 0.00052153227004849204 0.00063594202281737301 -0.00060473617758550926 0.00092018150257837459 -0.00047444054649149872 -0.00050658944260838126 -0.0010706778883655442 5.4574317007842289e-05 0.00054688736087037376 2.964171115952837e-05 0.00062090396850756984 -0.00045649421111981032 0.0005519447666726768 0.00068616944146423055 -0.00046790712304247708 -0.00027897855209074821
leaf_weight=0.0014253238396487585 0.0013102033194086751 0.0011698013061378623 0.0017337359637592522 0.0018468203122293655 0.001021531957682952 0.0010595041227701154 0.0015935280895269513 0.0010689695880703445 0.0016807859727884225 0.0019817847604981483 0.0018348963532375242 0.0010053902376234705 0.0011036402209594343 0.0018837208141086461 0.0011420399846344695 0.0011253164316344941 0.0011797437767046559 0.0018473318493061894 0.0010488488455185898 0.0014724130183960682 0.0013040709404883444 0.0010009418171854547 0.0013326322653135492 0.001514625063362196 0.0017222108005334868
leaf_count=578 126 126 252 154 56 81 454 35 164 90 250 97 57 166 187 129 177 188 112 98 47 22 52 97 115
internal_value=0 5.63759e-06 3.62524e-05 6.14536e-05 2.51517e-05 5.78086e-05 8.65373e-05 5.06939e-05 8.02057e-05 3.69365e-05 7.25919e-05 2.257e-05 5.46508e-05 1.58562e-06 5.89814e-05 -8.21709e-06 -0.000494767 9.07156e-05 0.000486246 1.90677e-06 7.14803e-05 0.000169242 4.98549e-05 -0.000150244 2.64417e-05
internal_weight=0 0.0350996 0.0336743 0.0325045 0.0306577 0.0296361 0.0285766 0.0268429 0.0257739 0.0240931 0.0224996 0.0206647 0.0196593 0.0175068 0.0156231 0.0136413 0.00230506 0.0113363 0.00215249 0.00948893 0.00834689 0.00704282 0.00557041 0.00423778 0.00272315
internal_count=3910 3784 3206 3080 2926 2870 2789 2537 2502 2338 1884 1634 1537 1368 1202 1112 306 806 169 618 431 384 286 234 137
is_linear=0
shrinkage=0.00124344


Tree=1674
num_leaves=28
num_cat=0
split_feature=14 1213 51 1 44 124 47 51 1 47 0 1 3 16 484 15 49 1 2 1 13 43 15 52 151 4 16
split_gain=0.000552713 0.00050383 0.000382587 0.000443989 0.000487395 0.0003916 0.000424851 0.000318561 0.000493335 0.000240663 0.000236183 0.000264875 0.000298895 0.000336486 0.000262909 0.000409341 0.000353777 0.00042059 0.000662036 0.000450305 0.000473399 0.00032474 0.000303747 0.000294547 0.000246167 0.000183669 0.000116767
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 -0.036134999999999994 0.11669500000000001 0.13474500000000003 0.11235500000000002 0.09550500000000002 -0.230625 0.10720500000000001 -0.15464999999999998 0.061570000000000007 0.084225000000000008 0.088190000000000004 -0.085974999999999982 0.094695000000000015 0.082715000000000025 0.085990000000000011 -0.082014999999999991 -0.077224999999999988 0.091915000000000011 0.086635000000000004 -1.0000000180025095e-35 0.24280000000000004 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 10 24 12 13 -12 15 16 -14 18 -18 20 21 -20 -17 -22 -7 -10 -23
right_child=-2 2 3 -5 -6 6 -8 -9 25 -11 11 -13 14 -15 -16 22 17 -19 19 -21 23 26 -24 -25 -26 -27 -28
leaf_value=-0.00081688806865244873 -0.00096375816654181148 -0.00081035357413461451 0.00070471285131981122 0.00079378959242390945 -0.00098508483303796782 -8.5458282246172893e-05 -0.00092177161489292298 -0.00074905957144123889 0.00025240690165163399 0.00053071659137720543 0.0011086127747887069 -0.00072439302543623671 -0.0010881618578458632 -9.1843497037892203e-05 0.00045391703422561163 0.00067438811872145188 -0.0011940865277713011 0.00058465291873640646 0.00063795063286589725 0.00050866330989242934 -0.0011644459430307339 4.9748922036797341e-05 -0.00016807302937364807 -0.00016886759660706782 0.0009281363102032938 0.00093824484184720227 -0.00063510480550843615
leaf_weight=0.0015549142702679089 0.0013283313423367851 0.0011143588147517472 0.0019950492643112791 0.001796094077274323 0.0010026032307521851 0.0010100774892123354 0.001011639421854226 0.0010426286789080299 0.001638972507530311 0.0018452507727712555 0.0010226059770901295 0.0013002906962900065 0.0011096712795031207 0.0010400201001452558 0.0017387479340824621 0.0019756536082624612 0.0015806348268029543 0.0013035661314244598 0.0012575907623059712 0.0018176339756976745 0.0017323725581610081 0.001051168885397356 0.0018117502947103681 0.0010564066262152561 0.0011112340260819196 0.0018195753126343528 0.0011525635107805243
leaf_count=578 126 126 258 154 62 38 93 116 101 121 40 69 68 73 247 169 160 50 200 32 299 82 339 141 22 128 18
internal_value=0 1.14691e-05 4.69146e-05 7.40356e-05 3.53628e-05 6.69156e-05 2.51005e-05 5.76615e-05 8.73033e-05 1.43035e-05 -2.69981e-05 -7.48404e-05 -3.18587e-05 0.000503317 -9.46221e-05 -0.000154801 -0.000288626 -0.000207615 -0.000314656 -0.000142358 -0.000331686 3.54133e-05 0.000271387 -0.000787315 0.000445506 0.000613233 -0.000308433
internal_weight=0 0.0378931 0.0363382 0.0352238 0.0334277 0.0324251 0.0304301 0.0294184 0.0283758 0.0249172 0.023072 0.0209507 0.0196504 0.00206263 0.0175878 0.015849 0.0120616 0.0109519 0.00964837 0.00806774 0.0062501 0.00346132 0.0037874 0.00278878 0.00212131 0.00345855 0.00220373
internal_count=3910 3784 3206 3080 2926 2864 2606 2513 2397 2168 2047 1987 1918 113 1805 1558 1050 982 932 772 740 300 508 440 60 229 100
is_linear=0
shrinkage=0.00148603


Tree=1675
num_leaves=29
num_cat=0
split_feature=14 1213 51 1 47 50 128 1 48 124 159 49 151 484 160 1374 160 12 0 16 0 13 4 484 150 4 0 2
split_gain=0.000677674 0.000556403 0.000424277 0.000392801 0.00055193 0.000434412 0.00040006 0.000372394 0.000493297 0.000408221 0.000272139 0.000293803 0.00111701 0.000274721 0.000307318 0.000281797 0.000431429 0.000291592 0.000502445 0.000386731 0.000377923 0.000326991 0.000212001 0.000209948 0.000201511 0.000197142 0.000309823 1.08874e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.11772500000000001 0.086435000000000012 0.11235500000000002 0.091065000000000021 -0.036134999999999994 0.096890000000000018 -0.085974999999999982 0.096145000000000022 0.081055000000000016 -1.0000000180025095e-35 -0.094679999999999986 0.031805000000000007 0.089995000000000006 -0.07773999999999999 -0.083144999999999983 0.048950000000000007 -0.012034999999999999 0.24280000000000004 0.090940000000000007 0.083205000000000015 0.05309500000000001 -0.035699999999999989 0.086315000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 22 -4 11 12 -11 14 -13 -16 17 19 -19 21 -20 -17 -9 -15 -18 26 -21 -23
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 -12 13 -14 23 15 16 24 18 20 25 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=-0.00080791206039122331 -0.00097737263572946582 -0.00075298482529010183 0.00079415951989023862 0.0007240775957586972 -0.00085972863319291133 -0.00083464549540285694 -0.00067954324470415007 0.00051391997642984816 -4.7611442316922139e-05 -0.0010421738259290812 -0.00055964020290954835 -0.0005262468131821236 0.00080305711007759258 0.0010572646183732383 -0.00039438731678254117 0.0010635074094296486 0.00019839988350189782 -0.00085334164878269464 0.00065556344148292298 -0.00090428851696139909 -0.00032933723285333348 0.00010145241986640201 0.0013875830853012092 0.00016330164893083808 0.00098760317349385956 0.00030349648547659338 0.00019144120986064361 0.00031124004860457008
leaf_weight=0.0015997712601885363 0.0014511749784964492 0.0012880122376068828 0.0015573057752202848 0.0018404354717827384 0.0013176730482846724 0.0010192247049555922 0.0012488081298356038 0.0010503639050321026 0.0016088773101707865 0.0017884879003878798 0.0014522865282974298 0.0015577395319242562 0.0010695169967540608 0.0010978714390699187 0.0018185453641450513 0.0016471220516831586 0.0010366529778448328 0.0015708925704460584 0.0014993495681347559 0.0010422234815732345 0.0016915306239537742 0.0010134886911559726 0.0012303950862191937 0.0010471412246562117 0.0018168619305214406 0.0016959910067271267 0.0010638149215793646 0.0010052838431139355
leaf_count=578 126 126 158 154 94 188 144 72 82 103 192 367 40 111 23 78 139 203 193 153 75 66 169 118 35 14 57 52
internal_value=0 1.68331e-05 5.24197e-05 8.14063e-05 4.65644e-05 8.31628e-05 0.000112756 0.000145344 0.000558016 8.47087e-05 4.03643e-05 7.75034e-05 -0.000351655 0.000137031 8.08103e-05 0.000136759 0.000200798 8.41127e-05 -0.000192087 0.000260226 0.000133454 0.000591242 0.000985233 0.000620854 0.000700894 -5.89384e-05 -0.000350807 0.00020592
internal_weight=0 0.0386757 0.0370759 0.0357879 0.0339474 0.0326298 0.0316106 0.0303617 0.00388964 0.0264721 0.0249148 0.0234625 0.002858 0.0206045 0.0184595 0.0169018 0.0150832 0.0122297 0.00476177 0.00746792 0.00319088 0.00366589 0.00228076 0.00214501 0.00285351 0.00380203 0.00210604 0.00201877
internal_count=3910 3784 3206 3080 2926 2832 2644 2500 323 2177 2019 1827 143 1684 1455 1088 1065 891 471 420 268 196 241 229 174 224 210 118
is_linear=0
shrinkage=0.00142833


Tree=1676
num_leaves=18
num_cat=0
split_feature=14 11 3 475 124 13 159 1 43 0 42 49 151 16 13 12 0
split_gain=0.000116197 0.000153376 0.000192909 0.000174653 0.000116865 0.000156244 0.000221203 0.00020207 0.000159524 0.000123639 0.000152427 0.000222094 0.000161481 0.000285439 0.000144249 0.000106924 0.000126659
threshold=0.018455000000000003 0.087830000000000005 -0.15002999999999997 -0.067819999999999978 -0.061329999999999989 -0.094679999999999986 1.0000000180025095e-35 0.08844500000000001 0.070805000000000021 -0.053834999999999994 0.091330000000000008 -0.07107999999999999 -0.044604999999999992 -0.09601999999999998 0.15641500000000003 0.086935000000000012 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 9 8 -6 10 11 -7 -13 -14 -11 16 -15
right_child=-2 -3 3 4 5 6 -8 -9 -10 14 -12 12 13 15 -16 -17 -18
leaf_value=0.0018589927451710074 -0.0015922097051292094 -0.00169771695431553 0.001703182944779039 0.0012173054444588284 -0.0013784502542227768 -0.0018791385731754 -0.0025657922449286545 0.0022669730359189048 0.0011037345318409991 -0.0025369727080256396 0.0012655696476303879 -0.0015916769633024786 0.0019592522145942181 -0.00096608776359041878 -4.1492684146237595e-05 -0.0016594916078997836 0.00099102265068782159
leaf_weight=0.0013813622527233385 0.0010004970269471549 0.0010619331210679475 0.0013020965810751689 0.0014097599543103139 0.0011551168749148683 0.001624838051772352 0.0010130849450468845 0.0011959904878337535 0.0011696678850313114 0.0010616604182123153 0.0016610149885241199 0.0011055523400906606 0.001786651057095111 0.0013272871047149692 0.00101896297034898 0.0010002615133143378 0.0016839678088617777
leaf_count=134 159 132 432 263 102 102 341 161 66 169 444 126 184 53 35 646 361
internal_value=0 5.87526e-05 0.000148011 2.69052e-05 -9.29311e-05 -0.000202852 -0.00043805 0.000684511 -0.00012959 -0.000262374 -4.747e-05 -0.000303197 6.77123e-05 0.000384113 -0.00131484 -0.000317424 0.000128377
internal_weight=0 0.0219592 0.0208973 0.0195159 0.0182138 0.0168041 0.0132833 0.00352078 0.00232478 0.0122702 0.0101896 0.00852856 0.00690372 0.00579817 0.00208062 0.00401152 0.00301125
internal_count=3910 3751 3619 3485 3053 2790 2461 329 168 2120 1916 1472 1370 1244 204 1060 414
is_linear=0
shrinkage=0.00473777


Tree=1677
num_leaves=30
num_cat=0
split_feature=1456 1213 14 1374 51 1 47 42 50 1 48 11 12 159 1374 0 43 43 13 52 4 13 2 2 4 4 1 1 150
split_gain=0.000436478 0.000441633 0.000361831 0.000325054 0.000328255 0.000445864 0.000444791 0.000317199 0.000371907 0.000401333 0.000610544 0.000277539 0.000360159 0.000493507 0.000279354 0.000268408 0.000321917 0.000291147 0.000274543 0.000302069 0.000236067 0.000238605 0.000228833 0.000217701 0.000192027 0.000133504 0.000127313 0.000115714 0.000111005
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.087785000000000016 -0.40274499999999996 0.14000500000000002 0.11939500000000002 -0.11145999999999999 0.10625000000000001 0.11235500000000002 0.091065000000000021 0.080455000000000013 0.10129000000000001 0.096890000000000018 -0.094679999999999986 -0.13870499999999999 -0.17307499999999998 -0.089949999999999988 -0.070604999999999987 0.10433000000000002 -0.0025899999999999994 -1.0000000180025095e-35 0.08919500000000001 0.092450000000000018 -0.030814999999999995 0.25367000000000006 0.092550000000000007 0.087545000000000026 0.082085000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 11 25 12 13 14 -9 27 -17 -18 19 23 21 -20 -23 24 -19 -11 -22 -16 -29
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 15 16 17 18 20 -21 26 22 -24 -25 -26 -27 -28 28 -30
leaf_value=-0.00083035902618303406 -0.00080261086813782523 -0.00071221872007626807 -0.00082006335751877186 -0.0007525619016235497 -0.00069760274468915352 0.00082034815802425052 -0.00089126395410007986 -0.00033244032778075841 -0.00074609847227548223 0.00075650051465460226 -0.00010844887956969593 -0.00058317900207663646 -0.00049777861679127229 -0.00078066667392823045 0.0003470601482528533 0.00084144463741300996 -0.0006001874871049361 0.00081168821459627356 -0.00037701209204286511 -0.000199671059888282 -5.216861658165904e-05 0.00097575611718457524 4.8899068894734482e-05 0.001063593295716382 -3.3128205984463656e-05 0.0014861978252574662 -0.00076056249141476934 0.00057204050499059991 0.0012371634335173194
leaf_weight=0.0014274115514539684 0.0014282093830725309 0.0010815586202127516 0.001046726255627183 0.0010359508549157561 0.0010355007042578473 0.0018894528162114654 0.0010141942142170004 0.0016498990231621482 0.0010080672428182938 0.0011049089885939436 0.0014887167581389971 0.0012405742674790323 0.0017983522064386739 0.0010802412954356013 0.0015724139964276981 0.0015732461094772861 0.0011052925210742722 0.0011058995036732355 0.0010302323905205767 0.0012275469044689125 0.0011358975217303025 0.0010995070279093888 0.0012650016836279199 0.0016188417168425673 0.0012839466783832708 0.0011098532721647153 0.0011055031572658747 0.0012239878820867744 0.001012443136196195
leaf_count=369 555 95 92 89 118 151 81 59 235 69 74 112 160 113 44 45 149 107 315 128 82 37 71 64 193 159 24 54 66
internal_value=0 7.34964e-06 4.04541e-05 6.70265e-05 9.28642e-05 0.000120264 7.6009e-05 0.000109982 0.00014002 0.00017331 0.000627485 0.000100586 0.00013934 0.000196372 0.000251893 0.000307429 0.000209465 0.000126456 0.000200327 0.000445319 -2.72819e-05 0.000219839 0.000479892 0.000642829 0.00035781 0.00112216 -0.000401562 0.00065596 0.000873145
internal_weight=0 0.036372 0.0349438 0.033897 0.0328611 0.0317795 0.0298901 0.0288759 0.0278404 0.0268323 0.00370348 0.0231288 0.0218883 0.0200899 0.0190097 0.0173598 0.0135509 0.0119777 0.0108724 0.00523623 0.00563614 0.00339474 0.00236451 0.00400869 0.00238985 0.00221476 0.0022414 0.00380885 0.00223643
internal_count=3910 3541 2986 2894 2805 2710 2559 2478 2360 2125 302 1823 1711 1551 1438 1379 1215 1170 1021 492 529 423 108 364 300 228 106 164 120
is_linear=0
shrinkage=0.00148603


Tree=1678
num_leaves=28
num_cat=0
split_feature=14 1213 51 1 44 47 1 0 52 124 3 16 40 133 2 2 3 160 160 42 0 0 48 0 0 1 1
split_gain=0.000662111 0.000440388 0.000412141 0.000424622 0.000616199 0.000554626 0.000347794 0.000241772 0.000427984 0.000259018 0.000217894 0.000358644 0.000256934 0.000345792 0.000359288 0.000299883 0.000225795 0.000226102 0.000263823 0.000223725 0.000209147 0.000242925 0.000321172 0.000192949 0.000200946 0.000156342 0.000373587
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11939500000000002 0.11235500000000002 -0.230625 -0.069134999999999988 -0.036134999999999994 -0.15464999999999998 0.0032450000000000005 -0.051069999999999997 -0.085714999999999986 0.10705000000000002 0.088485000000000022 0.10420500000000001 -0.083654999999999993 0.10150000000000002 -1.0000000180025095e-35 -0.070894999999999986 -0.087479999999999988 0.086065000000000016 -0.10303999999999998 -0.14136999999999997 0.092550000000000007 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -9 11 -11 -12 15 16 -14 17 -15 19 -19 21 22 25 24 -8 26 -21
right_child=-2 2 3 -5 -6 -7 23 9 -10 10 12 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00076871236551148909 -0.00098540456664626208 -0.0008101991906993935 -0.00012288476227996221 0.0007640934256899441 -0.0010502274205682655 -0.00094650300429153123 0.00041425691489194053 0.00056806888694694419 0.0011228386889935466 0.0010174560066432733 -0.00076575801727726128 -0.00010256303543571671 1.3498396676599754e-05 -0.00071854465926142724 -0.00070124210286974574 0.0010771220642728444 0.00049505616330528467 -0.00054013345135883175 -0.00066804687807199624 -7.199062549695193e-05 0.00054503757403616198 -0.00058597881877853794 -0.00054603208091284609 3.4134876273253491e-05 0.0012077504906436349 -0.00010700577914615217 0.00096768279918775795
leaf_weight=0.0014560907197612152 0.0014569123162451172 0.0011457802189234192 0.0011766187919874938 0.0018132331132051571 0.0010649834978693198 0.0010842928298691037 0.0017941511391451059 0.0016172531043785457 0.0011649645468292313 0.0010481447905576957 0.0011215825880093169 0.0014412521031985648 0.0012749333322728531 0.0011553212057829063 0.0019978157879043659 0.001007070012796818 0.0014922700309369938 0.0012350026980797605 0.0012624811508515918 0.0013283470012584375 0.0019315925058023481 0.0012234339408081774 0.0011613151528144239 0.001280082384986044 0.0010883093365556817 0.0012800045886933731 0.0016384127618769284
leaf_count=578 126 126 15 154 62 80 67 162 50 45 60 108 164 402 161 148 43 267 142 98 131 321 64 229 50 25 32
internal_value=0 1.62647e-05 4.90825e-05 7.83124e-05 3.92947e-05 7.69618e-05 0.000114301 5.06979e-05 0.000496877 5.69634e-06 -3.64121e-05 0.000369014 -8.92267e-05 -4.70438e-05 -0.00012404 0.000482886 -3.99192e-05 -0.000105271 -4.12118e-05 3.95556e-05 0.00012316 2.78326e-07 0.000132903 0.000504821 0.00071385 0.000318564 0.000502176
internal_weight=0 0.0362847 0.0348286 0.0336829 0.0318696 0.0308047 0.0297204 0.0255578 0.00234158 0.0232162 0.021599 0.0024894 0.0191096 0.017988 0.015706 0.002282 0.0137082 0.0122159 0.0110606 0.00979811 0.00856311 0.00663151 0.00540808 0.00416254 0.00288246 0.00424676 0.00296676
internal_count=3910 3784 3206 3080 2926 2864 2784 2438 65 2373 2211 153 2058 1998 1686 312 1525 1482 1080 938 671 540 219 346 117 155 130
is_linear=0
shrinkage=0.00145689


Tree=1679
num_leaves=18
num_cat=0
split_feature=14 11 3 157 2 3 4 1 12 2 2 2 3 43 16 3 2
split_gain=0.000103442 0.000127881 0.000162058 0.000148997 9.75298e-05 0.000184277 0.000267663 0.000231098 0.000129731 0.000143832 0.000193533 0.000132683 0.000131137 0.00012506 0.00012548 0.000120049 9.62953e-05
threshold=0.020750000000000005 0.087830000000000005 -0.15002999999999997 -0.07453499999999999 0.086545000000000025 -0.089974999999999986 -0.077679999999999985 0.095575000000000007 0.10058500000000002 0.10679500000000001 0.11542500000000001 0.099015000000000006 0.12991000000000003 -0.088734999999999994 -0.090809999999999988 -1.0000000180025095e-35 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 9 11 -11 13 -12 -6 16 -9 -15
right_child=-2 -3 3 4 8 6 7 15 -10 10 12 -13 -14 14 -16 -17 -18
leaf_value=0.0023330477752498031 -0.0020647668759289244 -0.0021211915164970948 0.0018008459916302195 -0.0033007837051780248 0.0024927675573292851 0.0024921974312522841 -0.003076273563930729 -0.0011592899250163805 -0.0018962121277754803 -0.0023962838606392117 0.002283015357157389 0.0027570023346434164 -0.00074152431565184627 0.002373530447158852 -0.0013971852870359905 0.0015255593453901712 -0.00042902511101095908
leaf_weight=0.0013874798499819976 0.0010004883272841094 0.001068980508459382 0.0018294046965224289 0.0010327752618736075 0.0010669310761605684 0.0011449201424675592 0.0015321653957593969 0.0015547762993992388 0.0011067913692167372 0.0014671261973610572 0.0010820392009960357 0.0014879745584588377 0.0013795070603575821 0.0010747704058516015 0.0016119155684184002 0.0012881698871221731 0.0010022430636951185
leaf_count=134 153 132 435 207 173 435 332 275 304 135 180 167 142 100 433 88 85
internal_value=0 7.33179e-05 0.000184767 3.31663e-05 -0.000148181 -0.000779241 -0.000307471 -0.00104011 0.000218439 0.000448518 -0.000526457 0.00106198 0.000587994 0.000531656 -3.55474e-05 5.72445e-05 0.00102118
internal_weight=0 0.022118 0.021049 0.0196615 0.0178321 0.00655281 0.00552003 0.00437511 0.0112793 0.0101725 0.00392867 0.00624383 0.00246155 0.00475586 0.00368893 0.00284295 0.00207701
internal_count=3910 3757 3625 3491 3056 1337 1130 695 1719 1415 457 958 322 791 618 363 185
is_linear=0
shrinkage=0.00650394


Tree=1680
num_leaves=31
num_cat=0
split_feature=1213 14 1429 480 133 133 376 376 51 12 1 3 1 47 38 48 1 12 160 3 42 133 47 393 16 52 4 49 4 1
split_gain=0.000804886 0.000659107 0.000639221 0.000407844 0.000425372 0.000458807 0.000605752 0.000633474 0.000438537 0.000524171 0.000382149 0.00035342 0.000384228 0.000674443 0.000397767 0.000421482 0.000612211 0.000391644 0.000399102 0.00044168 0.0005427 0.000747872 0.000497452 0.000417693 0.000380944 0.000371392 0.00058335 0.0004562 0.000467418 0.000317696
threshold=-0.082704999999999987 0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 -0.26719999999999994 -0.17468499999999998 0.11605500000000001 0.048375000000000008 -0.0084849999999999978 0.083785000000000012 0.10678000000000001 -0.15464999999999998 0.13429500000000003 0.11603500000000001 1.0000000180025095e-35 0.12649500000000002 0.10937500000000001 0.10129000000000001 -0.10117499999999999 0.10420500000000001 0.088235000000000022 0.091545000000000015 0.09550500000000002 0.085075000000000012 -0.014754999999999999 0.084890000000000007 -0.076854999999999993 -0.047309999999999998 0.05309500000000001 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 -7 -11 24 13 14 15 16 17 18 -13 20 22 -22 23 25 -10 26 -20 29 -29 -28
right_child=1 -3 3 -5 5 6 -8 -9 11 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0012119311410623136 -0.0010630303439896969 -0.00094424709922198149 -0.00075097593370461327 -0.0007289083819766091 0.0010263334057024045 0.00076204404478704964 -0.00098351220391464989 0.00096806302344117036 0.0011805225144557638 -0.00072374735699695333 0.0004279409241979729 -0.00075488201184647 0.00072710896021776713 -0.0011472086990554386 -0.0008100041189666072 -0.00082658609957852807 0.00069925890496471993 -0.00081909810050077956 0.00043370130047590402 0.00073830369352346277 0.00081412922305018436 -0.0005512666129836955 0.0007855728940886691 0.00049425878920829683 4.394738414595807e-05 -0.00087667958637464816 0.00045422775319467099 -0.0013760121495044869 -0.00028509977459934314 -0.00045803747219851294
leaf_weight=0.0010795564402882865 0.0010028664591634198 0.0013709415471547795 0.0011417553198869159 0.0012226333018496285 0.0010566263042837134 0.0036152325569354096 0.0010020250993854054 0.0016502077442178955 0.0010162334986250632 0.0010356607594610712 0.0012430502528104626 0.0012097836625257754 0.001253322052804969 0.001085761112854299 0.0011931089114618479 0.001106296310695142 0.0025950249788281856 0.0011425585115126249 0.0021580447743705239 0.0017804466073236816 0.002962925505669566 0.0010709379684277209 0.0010477517025021541 0.0014028466708649887 0.0013417110683491195 0.0019136201433940245 0.0014268454571122486 0.0014347598213144044 0.001662636972069087 0.0015746494786048615
leaf_count=355 180 121 208 230 48 185 27 159 59 345 65 184 137 67 42 23 133 165 146 54 156 181 46 98 31 174 23 165 61 42
internal_value=0 1.17014e-05 4.19337e-05 6.81019e-05 9.17975e-05 0.000115864 9.11497e-05 0.000119545 8.09425e-05 0.000430503 -9.54946e-05 1.31235e-05 -3.06899e-05 -6.61713e-05 -2.04685e-05 1.79976e-05 5.79568e-05 -2.20995e-05 2.42536e-05 7.53825e-05 4.51525e-06 0.000451634 -0.000138389 -0.000222036 0.000533792 -0.000320836 -0.000192015 -0.000413419 -0.000790426 -2.43664e-05
internal_weight=0 0.0447203 0.0433493 0.0423465 0.0411238 0.0399821 0.0389254 0.0379234 0.0362732 0.00589394 0.00227871 0.0303793 0.0280213 0.026768 0.0256822 0.0244891 0.0233828 0.0207878 0.0196452 0.0184355 0.016655 0.00403386 0.0126212 0.0115734 0.00235794 0.0101706 0.00825694 0.00609889 0.0030974 0.00300149
internal_count=3910 3555 3434 3254 3024 2816 2768 2741 2582 595 410 1987 1897 1760 1693 1651 1628 1495 1330 1146 1092 337 755 709 90 611 437 291 226 65
is_linear=0
shrinkage=0.00140032


Tree=1681
num_leaves=29
num_cat=0
split_feature=1213 14 51 1 47 50 150 38 124 48 1 4 48 49 151 13 2 2 13 15 15 1 457 3 4 16 0 52
split_gain=0.000507662 0.0005072 0.000409852 0.000353801 0.000465485 0.000338449 0.000316493 0.000325572 0.000385484 0.000319737 0.000461937 0.000437251 0.000329731 0.000276237 0.000752097 0.000433641 0.000643591 0.000394827 0.000341814 0.000242373 0.000194415 0.00037853 0.000238108 0.000207612 0.00029455 0.000150542 0.000143625 5.59166e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10625000000000001 -0.20684999999999998 1.0000000180025095e-35 -0.036134999999999994 0.12675000000000003 0.11198000000000001 0.24280000000000004 0.098405000000000006 -0.085974999999999982 0.083140000000000006 -0.094679999999999986 0.096750000000000017 0.10510500000000002 -0.48634999999999995 0.088615000000000013 -0.095799999999999982 0.092550000000000007 0.082870000000000013 -0.089974999999999986 -0.017449999999999997 0.032820000000000009 -0.084304999999999977 0.082665000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 10 12 -12 13 14 -10 18 19 -18 -15 20 21 -17 23 -22 27 -19 -20 -25
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 15 -16 16 17 25 26 -21 22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.00081283572374463815 -0.00082195400954604328 -0.00086257907150065819 0.00085628886893589109 0.00067283887022176925 -0.00082039216757064408 -0.00065881429582014667 0.00078218541194353941 -0.00070705195663756603 -0.0013822529482402982 -0.00069986011911288076 1.0026940649943452e-05 0.0011753493734829256 0.00058023483500310757 -0.00023109763564770533 0.0002419212346477549 0.00026374330510962218 -0.0011559089403392847 0.00016915808144683499 0.00035468630501416854 -0.00050982174395622002 -0.00025667806878225662 -0.00074890097119090031 0.00087223771959360117 0.00078190124123534333 -0.00023518082916563208 -0.00058520655501972311 0.0010067833182553203 0.00036682177402791677
leaf_weight=0.0015494939542055044 0.0010542639600754624 0.0012720791748350715 0.0010318997528884202 0.001776897093729495 0.0012118844529167552 0.0012179234197586255 0.0015157797057178809 0.0010274666210465236 0.0010191502383072306 0.0010538079845332496 0.0011462248298661484 0.0014056821027260968 0.0019020310183956437 0.001030087819401615 0.0012384048164619799 0.0018623758102046147 0.0014676733147784291 0.0010405994694194787 0.0011893833872682613 0.0011826505607160928 0.0015575278147522582 0.001184022917357197 0.0011655343121335093 0.0015423428996669437 0.0011658063879127142 0.0010343812783792372 0.0014945306283919947 0.0010834599594713445
leaf_count=592 126 112 25 154 94 325 218 66 68 29 96 107 118 13 49 96 168 107 67 353 149 27 76 139 266 120 32 118
internal_value=0 5.82035e-06 3.77457e-05 6.47626e-05 3.07535e-05 6.45078e-05 9.45326e-05 6.67655e-05 9.59088e-05 5.55356e-05 8.77485e-05 0.000651928 2.27784e-05 -2.95615e-05 -0.000491296 2.83478e-05 -8.24705e-05 -0.000600058 0.000454624 8.81997e-05 0.000162172 -0.000129834 0.00029872 0.000173755 0.000350569 -0.000206894 0.000717805 0.000610631
internal_weight=0 0.0358739 0.0346018 0.0335475 0.0317706 0.0305587 0.0293408 0.0283089 0.0272815 0.0257657 0.0247119 0.00255191 0.02216 0.0202579 0.00225756 0.0180004 0.0142864 0.00354265 0.003714 0.0107437 0.00956107 0.0030464 0.00651467 0.00534914 0.00379161 0.00207498 0.00268391 0.0026258
internal_count=3910 3318 3206 3080 2926 2832 2507 2482 2416 2198 2169 203 1966 1848 117 1731 1619 395 112 1224 871 123 748 672 523 227 99 257
is_linear=0
shrinkage=0.00140032


Tree=1682
num_leaves=31
num_cat=0
split_feature=1213 1374 457 484 14 51 1 46 48 0 4 1374 376 4 3 13 43 1186 130 47 160 4 2 2 1 15 43 13 16 2
split_gain=0.000694197 0.000452411 0.000454366 0.000480968 0.000377147 0.000414509 0.000427848 0.000619729 0.000485783 0.000534214 0.000534665 0.000308388 0.00030124 0.000342455 0.000640127 0.000492217 0.000589982 0.000289256 0.000274434 0.000328576 0.000302281 0.000294103 0.000539365 0.000466824 0.000446168 0.000270851 0.0002351 0.000188425 0.000147844 9.16648e-05
threshold=-1.0000000180025095e-35 0.09309000000000002 -0.098834999999999992 -0.083374999999999991 0.077685000000000018 -0.40274499999999996 0.14000500000000002 0.081930000000000017 0.12675000000000003 -0.15291499999999997 0.015635000000000003 -0.094679999999999986 0.048375000000000008 -0.49837999999999999 -0.17479499999999998 -0.094679999999999986 0.088185000000000013 0.083785000000000012 -1.0000000180025095e-35 0.09550500000000002 0.031805000000000007 -0.025214999999999998 0.093815000000000009 0.088895000000000016 0.094385000000000011 -0.10469999999999999 0.056750000000000009 -0.0010249999999999997 -0.50231999999999988 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 9 10 11 -7 13 -11 -15 25 17 18 -17 20 21 23 24 27 -23 -16 29 -20 -12 -27
right_child=1 -3 3 4 -6 6 -8 -9 -10 12 28 -13 -14 14 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010194644575415393 0.001118392535745698 -0.0010653379693833574 -0.0010807284263188266 -0.00086167871808906754 -0.00087821957784218964 -0.000461203882855225 0.00089746853421132763 -0.0011810560769964882 -0.00084177679774537705 -0.00071966977738059505 0.00083310703161898795 0.0005601192311228847 0.00075238059671606282 0.0012892291215755467 -0.00018629833429041609 -0.00095117118866356546 -0.0012112498744170149 0.00077505072514282925 4.2329329302359016e-05 0.00063409606420589105 0.000405100190704736 -0.0016408398231632405 9.0000550324977678e-05 -0.00079555081866813785 -0.00023514526358257832 0.00067002980717843449 0.0011325002678609778 0.0010204042217411631 0.0016391909734073042 -1.4809675661845138e-06
leaf_weight=0.0018024592689284127 0.0010426860263148532 0.0010043532311296835 0.0010382962029399775 0.0012105801265298579 0.0011371908979014292 0.0012795855127478717 0.0017839129621568311 0.0010285147772819405 0.0013706254522514163 0.0016479720551878406 0.0014517996885666795 0.0021051523928168258 0.0015313229604914927 0.0010766547537115366 0.0014319877676016723 0.0010084021246766226 0.0013203404667721528 0.0010274633970177591 0.0011187760396049731 0.001586436189420227 0.0019437877874519116 0.0015390738855417928 0.0017892643633804911 0.0011395284910516446 0.0010045320887525078 0.0010056183681048615 0.0015881128115324827 0.0010078604812999636 0.0010594648042128035 0.0012004187777785447
leaf_count=592 58 67 319 104 98 15 147 50 60 134 78 39 132 86 73 156 175 67 282 102 150 290 144 214 59 45 42 59 25 48
internal_value=0 2.17281e-05 5.01047e-05 2.03476e-05 5.17602e-05 8.17559e-05 0.000115301 7.20525e-05 0.000113316 0.000157152 0.000599585 0.000174012 4.83131e-05 2.58905e-07 5.73307e-05 -9.95607e-06 -0.000165685 -6.08248e-05 -0.000131582 -5.73209e-05 -0.000172265 -0.000319951 -0.000600191 5.18128e-05 -0.0010857 0.000421684 0.000651148 0.000505861 0.00117318 0.000304626
internal_weight=0 0.0394797 0.0384754 0.0374327 0.0363944 0.0352572 0.0340466 0.0322627 0.0312342 0.0298636 0.005896 0.00338474 0.0239676 0.0224362 0.0207883 0.0197116 0.0144855 0.0131651 0.0121377 0.0111293 0.00954282 0.00759904 0.00433287 0.00326617 0.00254361 0.00522614 0.00379415 0.00212664 0.00251126 0.00220604
internal_count=3910 3318 3251 3193 2874 2776 2672 2525 2475 2415 157 54 2258 2126 1992 1906 1698 1523 1456 1300 1198 1048 493 555 349 208 135 341 103 93
is_linear=0
shrinkage=0.0016407


Tree=1683
num_leaves=19
num_cat=0
split_feature=403 403 160 124 42 475 150 151 4 43 47 1375 3 52 4 4 1 4
split_gain=0.000124852 0.00010307 0.000150693 0.000170898 0.000216266 0.000118859 0.000178735 0.000192208 0.000187018 0.000233742 0.00023421 0.000237327 0.000184307 0.000181846 0.000165873 0.000299141 0.000214365 0.000147159
threshold=0.10150000000000002 0.03138500000000001 -0.217635 0.08919500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.070479999999999987 0.27608500000000008 -0.074254999999999988 0.095010000000000011 -0.012944999999999998 -0.078669999999999976 0.048490000000000012 -0.056579999999999991 -0.23071499999999998 0.094695000000000015 -0.034289999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 17 -7 -8 9 12 11 -11 13 -9 15 -13 -16 -6
right_child=-2 -3 3 -5 5 6 7 8 -10 10 -12 14 -14 -15 16 -17 -18 -19
leaf_value=-0.0017679460093726279 -0.001786737175795374 0.0012459893482246111 -0.0018019594744444895 0.0021088219971463059 -0.00242521100053928 -0.0017024973342329019 0.0020054397624649726 -0.0013539204413710345 0.0019662444572530928 0.00094608708621823543 0.0017610637224158669 -0.0022494798722405198 0.0027369160023314578 0.0016579558589782948 -0.0036016556118514324 0.00144855041970705 -0.00057822657830360253 0.00034344449050393292
leaf_weight=0.0012469283755658913 0.0010034471442835194 0.0017810927426433745 0.001670723483312416 0.0010253679878201019 0.0010056196542808926 0.001095968135270021 0.0018128052749917531 0.0010180378257428901 0.0014120663073000717 0.0014114711916397571 0.0010065346750858239 0.0011801009714549312 0.0011791143499997065 0.0010934634565082924 0.0014864146613853589 0.0011224797516566076 0.0010541141911231122 0.0010139835604260202
leaf_count=387 265 205 748 65 185 130 256 181 178 29 61 78 120 55 157 432 54 324
internal_value=0 6.18964e-05 -3.93256e-05 7.07131e-05 -4.1867e-05 0.000132215 0.000290736 0.000449304 0.000213511 -2.10449e-05 -0.000534872 -0.000904352 0.00111277 0.000205812 -0.00144364 -0.000446736 -0.00234718 -0.00103515
internal_weight=0 0.0226163 0.0208352 0.0195883 0.0185629 0.0168922 0.0148726 0.0137766 0.0119638 0.0105517 0.00726112 0.00625458 0.00329062 0.0021115 0.00484311 0.00230258 0.00254053 0.0020196
internal_count=3910 3645 3440 3053 2988 2240 1731 1601 1345 1167 811 750 356 236 721 510 211 509
is_linear=0
shrinkage=0.00512831


Tree=1684
num_leaves=18
num_cat=0
split_feature=12 15 1 3 47 0 160 52 160 49 42 4 13 15 0 13 0
split_gain=9.05547e-05 0.000207965 0.000189236 0.000227418 0.000269667 0.000220329 0.000198838 0.000177555 0.00014697 0.000178846 0.00019615 0.000306013 0.000245957 0.000203296 0.000110218 6.4475e-05 5.53917e-05
threshold=1.0000000180025095e-35 0.035895000000000003 0.094385000000000011 0.12046500000000002 0.09252500000000001 -0.14808999999999997 -0.025614999999999995 -0.069134999999999988 -1.0000000180025095e-35 -0.14811499999999997 0.091955000000000023 0.15927500000000003 -0.074599999999999986 0.085120000000000015 -0.074514999999999984 -0.15610499999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1 -8 -2 -10 11 12 15 -14 -12 -11 -9
right_child=8 -3 3 5 -6 -7 7 16 9 10 14 -13 13 -15 -16 -17 -18
leaf_value=0.0019919079739977199 -0.0019550383132744195 -0.001916153430002881 0.0038628493247834352 -0.0016749735522141567 0.00031474010392360587 0.0020413958916132972 -0.0028517719154407956 -0.0010668815900069621 0.0021605771853873933 -0.00051774979426195598 -0.0034398524061260431 0.0023579037631739591 -0.0039240584739462393 -0.00028422142594973363 -0.00063018888420235375 0.0013014897847337271 0.00075208912042147829
leaf_weight=0.0011086188745768055 0.0018301427098003789 0.0012901727034944086 0.0019193665933122904 0.0013017513957871429 0.0012952598820085842 0.0010329895716314208 0.0011628122142210984 0.0010374644267885369 0.001119138934257081 0.0012184182316659076 0.0010078040017910406 0.0016415764138432154 0.0011238603860679024 0.001092617091073167 0.001008497367221306 0.0016637301545833361 0.0014480798839180409
leaf_count=106 903 95 344 64 67 155 85 55 57 37 232 104 485 384 245 426 66
internal_value=0 0.000358081 0.000642775 0.0013966 0.00243322 -3.06923e-05 -0.000236616 -0.000913793 -0.000391065 -0.000101231 -0.000390305 0.00010156 -0.000624903 -0.00212979 -0.00203454 0.000532413 -7.14796e-06
internal_weight=0 0.0115965 0.0103063 0.00554937 0.00321463 0.00233474 0.00475698 0.00364836 0.0117058 0.00987564 0.0087565 0.0067402 0.00509863 0.00221648 0.0020163 0.00288215 0.00248554
internal_count=3910 1037 942 630 411 219 312 206 2873 1970 1913 1436 1332 869 477 463 121
is_linear=0
shrinkage=0.00600863


Tree=1685
num_leaves=17
num_cat=0
split_feature=484 1429 475 4 16 403 151 52 0 4 42 2 4 51 13 16
split_gain=9.09902e-05 0.000129567 0.000123889 0.000110156 0.000121974 0.000141435 0.000106608 0.000158931 0.000237788 0.000233004 0.000200488 0.000161992 0.000275299 0.000215976 0.000195994 3.94945e-05
threshold=-0.0043499999999999988 0.084690000000000015 -1.0000000180025095e-35 0.27608500000000008 -0.38486499999999996 0.09389500000000002 -0.081989999999999993 0.11401500000000002 -0.017269999999999997 -0.49837999999999999 -1.0000000180025095e-35 0.086545000000000025 0.05309500000000001 0.08955500000000001 -0.014114999999999997 -0.52488999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 10 -10 -8 12 -12 14 -13 -5
right_child=1 -3 3 15 5 -7 7 -9 9 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0012178653354659515 -0.0016985202237855468 0.0018562373448571285 -0.0012970857057337994 0.00051295644035851881 0.0014661435859944596 -0.0017542623238833664 -0.00164527774569869 -0.0014984105384213311 -0.0001610811992438825 0.0030861998087939242 -0.0021091403689595918 0.00036863783508792481 0.00082709066692501906 -0.00080511983502497492 0.0032404112017654723 0.0019070260783150786
leaf_weight=0.001541078993496192 0.0010905748039707333 0.0010197635050099843 0.0018646398483514416 0.0011266186137023904 0.0016108067103591814 0.0010188812960774405 0.001788489509596816 0.001506065605156621 0.0010064197844616984 0.0013751982714398968 0.0015643009301987325 0.0011946624549853957 0.0018132127860130964 0.0011604012760673132 0.0013107867568411535 0.0010168494850112631
leaf_count=612 286 192 145 144 202 246 608 340 55 81 364 200 46 104 52 233
internal_value=0 7.22042e-05 -1.67679e-05 7.79806e-05 -5.85324e-05 9.19283e-05 0.000223192 6.57838e-05 0.000275869 0.00171397 -0.000111933 0.000277422 -0.000532829 0.00102394 0.00187108 0.0011743
internal_weight=0 0.0214677 0.0204479 0.0193573 0.0172139 0.0153492 0.0143303 0.0127195 0.0112135 0.00238162 0.00883185 0.00704336 0.00337751 0.00366585 0.00250545 0.00214347
internal_count=3910 3298 3106 2820 2443 2298 2052 1850 1510 136 1374 766 410 356 252 377
is_linear=0
shrinkage=0.00512831


Tree=1686
num_leaves=17
num_cat=0
split_feature=2 50 41 158 159 156 403 16 2 1 12 2 2 16 42 12
split_gain=8.36447e-05 0.000144183 0.00014867 0.000145319 0.00012168 0.000173789 0.000117421 0.000121269 0.00019561 0.000268233 0.00016959 0.000140624 0.000207943 0.000139349 0.000137929 0.00021214
threshold=0.14073000000000005 0.088425000000000017 0.078535000000000008 0.084965000000000027 0.08764000000000001 0.084090000000000012 0.087440000000000004 -0.014099999999999998 0.085255000000000011 0.092550000000000007 0.086935000000000012 0.113945 0.090695000000000012 0.05259500000000001 0.091230000000000019 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1 11 12 -10 -9 15 -15
right_child=-2 -3 -4 -5 -6 -7 -8 13 10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0026213210294419795 0.001268807507876237 -0.001483268393552993 -0.0017211656558398058 -0.0016541379605139368 0.0015316795890732127 -0.0018446978181040079 -0.0012173091241384881 0.0022614171234634837 -0.0012576133259287498 -0.00024324727448713702 -0.0020557493043725159 -0.0015401135370148203 0.0015349033963591482 0.0014824165859837345 0.0018577840461965274 -0.001317108695503927
leaf_weight=0.0013708880592384377 0.0011749883022323512 0.0016471859156742359 0.0011073335784217422 0.001039497213049175 0.0016158651260534387 0.0010313954690530638 0.0012240556010622025 0.0014503611512240071 0.0010092469981721613 0.0018880760596417245 0.0013843651111246774 0.001104235183495339 0.0018095075627839741 0.0011304786594574234 0.0012071431265722743 0.0015724173701895383
leaf_count=243 228 642 166 347 227 335 209 258 83 162 455 82 109 57 109 198
internal_value=0 -8.16553e-05 3.40996e-05 0.00013728 0.000241908 0.000113118 0.000246398 0.000375047 1.11938e-05 0.000961738 -0.000572484 -4.90623e-05 0.000535051 0.00095651 0.000472478 -0.000146215
internal_weight=0 0.0215921 0.0199449 0.0188375 0.017798 0.0161822 0.0151508 0.0139267 0.00856632 0.00325896 0.00530735 0.00392299 0.00281875 0.0053604 0.00391004 0.0027029
internal_count=3910 3682 3040 2874 2527 2300 1965 1756 1134 405 729 274 192 622 364 255
is_linear=0
shrinkage=0.00492917


Tree=1687
num_leaves=18
num_cat=0
split_feature=1 52 13 15 39 47 50 151 1 1 52 15 3 0 4 12 0
split_gain=8.05528e-05 0.000164855 0.000162014 0.00016266 0.000151802 0.000146185 0.000188185 0.000206712 0.000168873 0.000199683 0.000227087 0.000229598 0.000137959 0.000128158 0.000108485 6.54017e-05 1.74731e-05
threshold=1.0000000180025095e-35 -0.27466499999999994 -0.45122499999999993 0.083935000000000023 0.085220000000000004 0.11603500000000001 0.088425000000000017 0.056555000000000001 0.11198000000000001 0.092550000000000007 -0.069134999999999988 -0.033649999999999992 -0.0038649999999999999 -0.070894999999999986 -0.082054999999999975 0.086305000000000007 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 13 5 6 7 8 9 10 -3 -12 -11 -4 -5 -15 -10
right_child=1 4 3 14 -6 -7 -8 -9 16 12 11 -13 -14 15 -16 -17 -18
leaf_value=0.0015827154738486588 -0.0016303263182606601 -0.00043977842305699914 -0.0025670573723873221 0.0016773944154923547 0.0022623928495408879 -0.0018204020778513042 -0.0015500440396102335 -0.0014536506812138437 0.0018851029559324812 0.00091628956308105361 0.004249316637230223 0.00069957160884252345 -0.0017020298382500714 0.00049612491218869613 -0.00070827353702503169 -0.001459533759797668 0.0029074376280631988
leaf_weight=0.001050030939950374 0.0013834483558852759 0.0013654612195836734 0.001925353379482621 0.0010851967951594904 0.0012985138673613167 0.0010250478580724484 0.0013716599219148204 0.0012573551642045553 0.0011084179287231821 0.0010880821217540415 0.0011631914355003702 0.0011734480118918891 0.001584798175617852 0.001006680670151641 0.0013987113088584774 0.0012037620968170237 0.0010377573947787516
leaf_count=17 210 125 897 370 322 102 369 83 90 171 53 179 80 51 486 171 134
internal_value=0 0.000230992 -0.000483518 -0.000811268 0.000422107 0.000225837 0.00041395 0.000689445 0.00100567 0.000543187 0.00139466 0.00246665 -0.000636158 -0.0014991 0.000334003 -0.000568887 0.00237944
internal_weight=0 0.0148572 0.00766974 0.0066197 0.0134737 0.0121752 0.0111502 0.00977851 0.00852116 0.00637498 0.0037021 0.00233664 0.00267288 0.0041358 0.00248391 0.00221044 0.00214618
internal_count=3910 1918 1992 1975 1708 1386 1284 915 832 608 357 232 251 1119 856 222 224
is_linear=0
shrinkage=0.00566207


Tree=1688
num_leaves=17
num_cat=0
split_feature=4 13 12 12 4 0 40 13 52 474 1 3 150 48 3 52
split_gain=8.26417e-05 0.000142474 0.000171079 0.000201181 0.000268349 0.00014619 0.000165477 0.000123255 0.000208174 0.000244771 0.000281857 0.000210402 0.000124129 0.000117175 0.000257786 6.02666e-05
threshold=-0.51381999999999983 -0.45122499999999993 0.092365000000000017 0.095920000000000019 0.08734500000000002 -0.017269999999999997 -0.065259999999999999 -0.094679999999999986 0.089525000000000007 0.084655000000000022 0.11097000000000001 0.097615000000000021 0.087235000000000021 0.08346000000000002 -0.060719999999999989 0.16064500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -8 9 10 11 12 13 14 -9 -10
right_child=1 2 3 4 -6 -7 7 8 15 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0016239537429645799 0.0019126341560569693 -0.0020505275699418848 -0.0035381967373178305 -0.002191067996186988 0.0012809806481582418 0.0020801265068728764 0.0017022668832852952 -0.0031750368508864854 0.0026032665641196363 0.0023126895316366788 -0.0035411268772201636 0.0022037981527235867 -0.0026374038868154271 0.0014617495324656022 0.00057799919558583761 0.00065725717958202033
leaf_weight=0.0011331975183662127 0.0014741674542172413 0.0012822111890855503 0.0010060766095844323 0.0016323863001900703 0.0017141795012820538 0.0014690804272300953 0.0018926280098853767 0.0011619952453522904 0.0011563748561196343 0.0010487188216467408 0.001220367606610602 0.001034890156506707 0.0011124621410213975 0.0010254271377428612 0.0016833726395650275 0.0012374754565174922
leaf_count=80 109 234 351 640 155 228 266 771 184 219 89 66 95 137 88 198
internal_value=0 7.48971e-05 -6.27785e-05 -0.00113507 -0.000412614 0.000241775 4.6863e-05 0.000260746 5.31604e-06 -0.000454544 -0.000855462 -0.000310859 -0.000833086 -0.000314528 -0.000954671 0.0015973
internal_weight=0 0.0211518 0.0196776 0.00435264 0.00334657 0.015325 0.0138559 0.0125737 0.0106811 0.00828723 0.00723851 0.00601815 0.00498326 0.0038708 0.00284537 0.00239385
internal_count=3910 3830 3721 1146 795 2575 2347 2113 1847 1465 1246 1157 1091 996 859 382
is_linear=0
shrinkage=0.0061288


Tree=1689
num_leaves=27
num_cat=0
split_feature=14 1213 51 1 47 50 128 52 475 159 39 123 1374 52 13 15 12 2 13 3 2 48 16 2 4 12
split_gain=0.00058019 0.000569069 0.000399113 0.000403179 0.000414573 0.000283402 0.000311232 0.000246047 0.000341013 0.000299771 0.000330446 0.000316105 0.000242319 0.00025196 0.000275356 0.000363016 0.000224827 0.000420169 0.000233535 0.000210794 0.000208488 0.000634986 0.000302897 0.000222647 0.000213847 0.000174371
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10625000000000001 0.086435000000000012 -0.42035499999999998 -0.067819999999999978 0.10519500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 0.084240000000000023 -0.091849999999999987 -0.089594999999999994 0.086865000000000012 0.11085000000000002 -0.082249999999999976 -0.11266 0.094010000000000024 0.092065000000000022 -0.092014999999999986 0.084065000000000015 -0.00027999999999999998 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 10 -10 12 -12 14 15 -14 17 -15 -18 -16 22 -22 -21 24 -24 -20
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 11 -13 13 16 19 -17 18 -19 25 20 21 -23 23 -25 -26 -27
leaf_value=-0.00088003343489785732 -0.0010296436892494839 -0.00082592441094302485 -0.00054141807270810961 0.00077657105191949907 -0.00082452022794031444 -0.00064689605485406822 -0.00069470790026504321 0.00080840927917730286 -0.00060073035020015008 -0.00062184581816341982 -0.00040411590104725263 0.00095052371932064243 0.00017277532201623189 -0.00086781267815441417 0.00072224563595619574 0.0011650741774401512 -0.00028077565209042537 0.00028764882920329343 0.00087065988978322136 0.00079039376471668941 -0.0010092377231139102 0.00048165962067772347 0.00073922308345063866 -0.00049046251600205336 -9.1765256786865764e-05 4.9595122220294502e-05
leaf_weight=0.0014891085128344297 0.0012016329208908152 0.0010888852414296926 0.0011179520067340866 0.0016308347037236456 0.0011514554733127449 0.0011326826534814342 0.0010152323439606694 0.0015978455778160551 0.0011801441719292418 0.0011224132116485755 0.0015479609685087317 0.0011035588092157675 0.001503133337593221 0.001515129905806655 0.0013469491672187138 0.001632262240846445 0.0013404206074887348 0.0011947046608398182 0.0011846090627489203 0.0015961608195002204 0.0012014000252407453 0.0012242130057530387 0.0011603204743568796 0.0011831215503795567 0.0015162302450173783 0.0010231981350225794
leaf_count=578 126 126 251 154 94 325 134 245 47 145 24 198 77 131 82 78 76 32 129 83 134 42 126 188 49 236
internal_value=0 5.34305e-07 4.1117e-05 7.13557e-05 3.24896e-05 6.71879e-05 9.68079e-05 0.000127372 0.000157072 0.000112928 0.000149658 0.000191286 0.000149746 0.000195786 0.000316352 0.000689358 -4.24115e-05 -0.000358396 0.00019891 0.000189621 9.85952e-05 -0.000256778 0.000256591 3.58377e-05 0.000268479 0.000490141
internal_weight=0 0.0337999 0.0323108 0.0312219 0.0295911 0.0284396 0.027307 0.0262917 0.0251738 0.0235759 0.0224535 0.0212734 0.0201698 0.0186219 0.0123638 0.0031354 0.00625806 0.00270983 0.00354823 0.0092284 0.00788145 0.00242561 0.00545583 0.00385967 0.00267655 0.00220781
internal_count=3910 3784 3206 3080 2926 2832 2507 2373 2122 1877 1732 1685 1487 1463 859 155 604 163 441 704 622 176 446 363 175 365
is_linear=0
shrinkage=0.00145689


Tree=1690
num_leaves=18
num_cat=0
split_feature=147 11 4 15 48 150 159 40 4 15 16 0 3 48 4 3 42
split_gain=8.14695e-05 0.000144808 0.000124689 0.000126587 0.000147612 0.000125304 0.000173391 0.000155132 0.000194879 0.000149852 0.000175757 0.000152277 0.000135402 0.000105604 9.7922e-05 8.29706e-05 3.42789e-05
threshold=0.087265000000000023 0.087830000000000005 0.27608500000000008 -0.14097499999999996 0.092755000000000018 0.08882000000000001 0.090705000000000022 -0.051069999999999997 0.070230000000000015 0.088615000000000013 0.15737500000000001 -0.077944999999999987 0.084925000000000014 0.11462500000000002 -0.078484999999999985 -0.015064999999999997 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 10 11 12 14 -6 -9 -16 -10
right_child=-2 -3 -4 4 13 -7 -8 8 16 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0021982155914753469 0.001599737561846675 -0.0023249357953762889 0.0015229233668492908 -0.0016821570941738565 0.0026891453058082541 -0.0019150463442783056 -0.0023994054663218304 -0.0018083460947266698 0.0013029805248871193 -0.0021067492799015713 -0.0013861212343258698 0.0025241677668783814 0.0019223617149380799 0.00014395739267933743 0.0015948388530703369 -0.00076939321830553689 0.0028058411553926327
leaf_weight=0.0010118737608092549 0.0010762064234275384 0.0010015770209250143 0.0018045104218635212 0.0014784339473153671 0.0011498042412440837 0.0014428930598588 0.0010481424086548072 0.001149473450704235 0.0012062697624897903 0.0010797886669581883 0.0017566738152865191 0.0013823726189520951 0.0012605765709992056 0.0012057767384014983 0.0010299815841834509 0.0011172201920606195 0.0010040310288607635
leaf_count=199 191 150 316 139 164 183 232 520 79 708 277 131 43 101 371 49 57
internal_value=0 -9.50409e-05 1.59205e-05 -0.000132492 -1.17477e-05 -0.000231945 -5.22265e-05 0.000145143 0.000391042 -1.05691e-05 0.000283524 0.000777331 0.000247454 0.00138631 -0.000392994 0.000364695 0.00198566
internal_weight=0 0.0211294 0.0201278 0.0183233 0.0173114 0.0149559 0.013513 0.0124648 0.0109864 0.00877609 0.0076963 0.00593962 0.00455725 0.00235558 0.00329668 0.0021472 0.0022103
internal_count=3910 3719 3569 3253 3054 2789 2606 2374 2235 2099 1391 1114 983 265 940 420 136
is_linear=0
shrinkage=0.00600863


Tree=1691
num_leaves=17
num_cat=0
split_feature=403 52 1 48 151 49 47 2 2 0 43 3 4 15 4 43
split_gain=7.79775e-05 0.000106009 0.000117585 0.000153908 0.000107118 0.000152539 0.0001056 0.000139536 0.000123892 0.000155179 0.000198159 0.000142629 0.000101245 9.37647e-05 8.33619e-05 4.48578e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.14000500000000002 0.12649500000000002 0.069165000000000018 -0.085974999999999982 0.087850000000000025 0.11462500000000002 0.095195000000000016 -0.07773999999999999 -0.0037249999999999996 0.099570000000000006 -0.078484999999999985 -0.10981499999999998 -1.0000000180025095e-35 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 10 -7 15 -12 -8 -14 -10
right_child=1 2 -4 -5 -6 6 13 -9 11 -11 12 -13 14 -15 -16 -17
leaf_value=-0.0014817295389349843 -0.0016261844415765216 -0.0019579627996615984 0.0019668105817183174 -0.0021438789481443587 0.0017411076740696913 -0.001612385492308366 -0.0020394264666036147 0.0023336290678715945 -0.00074962414785144935 0.0021870821037132089 -0.00059099394913901331 0.00073821586592908014 0.0025860465243884695 0.00013024282814835404 0.00047837372318321349 -0.0024544817453920399
leaf_weight=0.0011842749385365938 0.0012015869810544635 0.0012089782895425968 0.0011952547525733012 0.0010375257748660429 0.0014217514830406749 0.0015092571852374356 0.001217171804018341 0.0012373360422342156 0.0010568319846186447 0.0018135900276970325 0.0010846747952800717 0.0015366300111150366 0.0013258459539928491 0.001599528123427286 0.0012797571430115092 0.0010858243803954643
leaf_count=930 372 112 160 90 135 609 116 242 141 275 130 57 99 130 122 190
internal_value=0 7.22727e-05 0.000176345 6.01296e-05 0.000191723 5.36605e-05 0.000218582 0.000460807 0.000244083 0.000703371 0.000185855 -0.000631372 0.000921303 -0.00080733 0.00155085 -0.00161359
internal_weight=0 0.0208115 0.01961 0.0184147 0.0173772 0.0159554 0.0147464 0.0119297 0.0106924 0.00701313 0.00519954 0.00367929 0.00369028 0.0028167 0.0026056 0.00214266
internal_count=3910 2980 2608 2448 2358 2223 2111 1865 1623 1235 960 388 351 246 221 331
is_linear=0
shrinkage=0.00589082


Tree=1692
num_leaves=31
num_cat=0
split_feature=14 1213 1429 133 160 133 376 123 484 52 474 1 12 48 3 3 2 2 16 13 3 0 1 1 15 1 2 43 4 160
split_gain=0.00074004 0.000661021 0.000648587 0.000476372 0.000697815 0.000636202 0.000446286 0.000660289 0.000422625 0.000585846 0.000459681 0.000488151 0.000513591 0.000505452 0.000474644 0.000351779 0.000617408 0.000816018 0.000432564 0.000524882 0.000505736 0.000346527 0.000327817 0.000358789 0.000272199 0.000242232 0.000379604 0.000401402 0.000278298 0.000419312
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.16268499999999997 0.11209500000000001 1.0000000180025095e-35 -0.0043499999999999988 0.016565000000000003 0.084655000000000022 0.13562500000000002 -0.062539999999999984 0.12675000000000003 0.10420500000000001 -0.074234999999999982 0.097135000000000013 0.090695000000000012 0.24895000000000003 0.17936000000000002 -0.15327499999999997 -0.13870499999999999 0.092550000000000007 0.086145000000000013 -0.097794999999999979 0.089895000000000017 0.085155000000000022 -0.089949999999999988 -0.081894999999999982 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 -7 11 12 -10 14 15 18 17 22 19 20 -14 -12 23 -17 -16 26 -22 -28 -29 -30
right_child=-2 2 3 4 5 6 -8 -9 10 -11 21 -13 13 -15 24 16 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00091097192929967595 -0.0010448488926791976 -0.001124225223045904 -0.0008252639237287271 -0.0011091411486203525 0.0011725019880618644 -0.0011198989256832601 -0.00089029900540964842 0.00096618422286733508 -0.00085388577533406537 0.00039838067507102755 0.0014576252290143955 0.00090287447705511027 0.001126856886652972 -0.00083276663425737966 -3.0192832397974972e-05 -0.00075555675059971975 -0.0010409540252599837 0.0010258848251127536 0.00086309820101192506 -0.00068315829641113501 -0.00080469775132322233 0.00022615640468398059 -0.0008678231191871597 0.00028415531879027447 0.0008654852075248385 0.00057595776623621997 -0.00073026054503911545 0.00090486907728336177 -0.00050045180797186873 0.00071724684867564674
leaf_weight=0.0017694522797191406 0.0016309802586882407 0.001090310025001511 0.0013351293204836292 0.0010866959587816352 0.0013942330498748481 0.00153979081384712 0.0010386754106195819 0.0021632749581135527 0.0014664513792896896 0.0010033174807902723 0.0010514672563317617 0.0016471500428649746 0.0012913194329515669 0.0013621116080351206 0.0011194111340895319 0.0011342586803548965 0.0016839610746468558 0.0014671810280679765 0.0019974474578166044 0.0017994889729535122 0.0012916810824264956 0.0011366160334467237 0.0015762696198855508 0.0026396675925752788 0.0029440351337459694 0.0018767424760370854 0.0010317474186938317 0.0014113574571847825 0.0014716434619264154 0.001250171319718163
leaf_count=578 126 180 204 230 53 343 36 262 85 141 23 109 46 50 27 28 85 30 129 69 196 172 45 35 93 137 111 51 208 28
internal_value=0 1.52589e-05 5.31079e-05 8.35182e-05 0.000113202 0.000146585 0.000109331 0.000137125 8.61645e-05 -0.000520901 0.000133449 8.42825e-05 3.74893e-05 8.52856e-05 0.000133407 4.34492e-05 -0.000202628 4.44662e-06 0.000199316 8.3258e-05 0.000226552 0.00081793 -0.000275662 -2.83316e-05 0.000618741 8.70426e-05 -5.50706e-05 0.000132402 0.000347745 5.88559e-05
internal_weight=0 0.0450711 0.0433016 0.0422113 0.0408762 0.0397895 0.0383952 0.0373566 0.0351933 0.00254311 0.0326502 0.0304621 0.0288149 0.0273485 0.0259864 0.0219229 0.00850134 0.00681738 0.0134216 0.0114242 0.00962466 0.00218808 0.0053502 0.00377393 0.00406345 0.00833334 0.0064566 0.00516492 0.00413317 0.00272181
internal_count=3910 3784 3206 3026 2822 2592 2539 2503 2241 484 1757 1562 1453 1368 1318 1198 223 138 975 846 777 195 108 63 120 731 594 398 287 236
is_linear=0
shrinkage=0.00154607


Tree=1693
num_leaves=18
num_cat=0
split_feature=1447 1 150 151 4 4 2 3 12 4 15 3 4 47 1 3 3
split_gain=8.39415e-05 8.00443e-05 0.000168685 0.000228923 0.000139442 0.000114018 0.000123433 0.000113311 0.000176258 9.3105e-05 0.000134072 0.000178301 0.000243698 0.00017039 9.39816e-05 8.59198e-05 6.80884e-05
threshold=-1.0000000180025095e-35 0.085835000000000009 0.075065000000000007 -0.056409999999999995 -0.082054999999999975 -0.49837999999999999 0.088210000000000025 -0.083604999999999985 0.083715000000000026 -0.08422499999999998 -0.017214999999999998 0.090325000000000003 0.26048500000000002 0.09252500000000001 0.11052000000000002 -0.073369999999999991 -0.080664999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 9 -4 5 -2 -7 -6 -9 -3 11 13 -13 -11 -12 -15 -10
right_child=1 2 3 -5 7 6 -8 8 16 10 14 12 -14 15 -16 -17 -18
leaf_value=-0.0015612387168173693 -0.0010449003111607403 -0.0014213160115534164 0.0035992148312814832 0.00038720842058863282 -0.0025823756624623389 -0.00018892118181226789 0.0021226911856524339 -0.0024124456641607538 0.0013954374794531402 0.0021533143629763581 0.00031460529702792854 -0.0034796552786181992 0.00021483034804115693 0.00087612594999962839 0.0026025274529664294 -0.0012568437312491494 -0.00046470416437417966
leaf_weight=0.0010259079155928779 0.0011700817121577667 0.0012598564079809313 0.0010404713493345485 0.0019941802890224717 0.0010694457794449041 0.0013690327530092852 0.0014826584209282068 0.0010712957540779978 0.001005218884568654 0.0012730988712612804 0.0012110495138738502 0.0010174877856456988 0.0011978635565508405 0.0010033028367493202 0.0010185187036864107 0.0013856175787852198 0.0015281749571587093
leaf_count=371 57 260 213 135 451 365 114 143 274 254 332 42 117 113 57 77 535
internal_value=0 6.47582e-05 0.000351075 0.00148849 -0.000343566 0.000414237 0.00101294 -0.000995603 -0.000524836 -1.74233e-05 0.000200748 -0.000238929 -0.00148201 0.000513077 0.00135978 -0.000361036 0.000273377
internal_weight=0 0.0210974 0.0124014 0.00303465 0.00869591 0.00402177 0.00285169 0.00467414 0.00360469 0.0093668 0.00810694 0.00587737 0.00221535 0.00366202 0.00222957 0.00238892 0.00253339
internal_count=3910 3539 1600 348 1939 536 479 1403 952 1252 992 603 159 444 389 190 809
is_linear=0
shrinkage=0.00555105


Tree=1694
num_leaves=31
num_cat=0
split_feature=14 3 1374 1213 1456 453 52 403 11 124 3 39 47 0 12 51 403 12 43 1 43 160 3 1 42 52 133 13 3 4
split_gain=0.000536327 0.00044663 0.000445854 0.000439322 0.000440834 0.00042594 0.000406703 0.000455405 0.000368744 0.000467878 0.000362592 0.000310701 0.000332377 0.000552984 0.000527083 0.000482168 0.000463318 0.000415612 0.000382621 0.000372964 0.000402387 0.000366461 0.000280392 0.000409194 0.000275307 0.000198881 0.000194449 0.000144422 8.6395e-05 8.3627e-05
threshold=0.077685000000000018 0.30601500000000009 0.086000000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086795000000000011 -0.42985499999999993 -1.0000000180025095e-35 0.088315000000000018 -0.048219999999999992 -0.15121499999999996 -1.0000000180025095e-35 0.09550500000000002 -0.10783 0.086865000000000012 0.083165000000000017 0.03138500000000001 0.10058500000000002 -0.075819999999999985 0.095575000000000007 -0.083899999999999988 0.088785000000000017 0.12991000000000003 0.085990000000000011 0.088235000000000022 0.091210000000000013 -0.088354999999999989 0.086705000000000018 0.0066850000000000008 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 9 -9 27 -12 13 15 19 22 17 24 -14 20 -15 -17 23 -13 -16 -26 -18 -11 -20 -22
right_child=-2 -3 -4 4 5 -7 7 8 -10 10 11 12 18 14 16 21 26 -19 28 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00080941525951341799 -0.00095402806747813137 0.00084167482097776065 -0.0010113767125934953 -0.0007827597851786137 -0.00075388331071666876 -0.00089860584201460032 -0.00082116468063827002 0.00099060018669865166 -0.00054223860808139113 0.0011927171744955608 -0.00068615970686109981 0.00037960358580318618 -0.00010208448194535974 -6.1486669526090562e-05 -0.00039802951034834767 -0.00063830397756142764 0.0010462551175927292 -0.0010467037270217167 0.001125337079463666 0.0001054745159303465 -0.00092835275797188601 0.0003846971401582339 7.7366854049382611e-05 0.0015107505808572251 -1.1025311932968303e-05 0.0009198428948921358 0.00016500005778041253 0.00038214729332516678 0.00058795338273015258 -0.0015462194540804821
leaf_weight=0.0015368024589002818 0.0014493349091587717 0.0014635558320971456 0.0010724746381833286 0.0015087348633958516 0.0012746842568956409 0.001048706912328611 0.0011430836797277901 0.0017394614888343726 0.00163129854837507 0.0010319762728255221 0.0011152024441116728 0.0014377895557071566 0.0014827941307308246 0.0010153122644637053 0.0017284373719582691 0.0014344938882349112 0.0013674201690958565 0.0010131117497008679 0.0014788709950137582 0.0013791302289283547 0.0010144581594938029 0.0020095710660825716 0.0011202739387314864 0.0016323215955571513 0.0011677742798175128 0.0010347426207129029 0.0010643286541887065 0.0010704121618383411 0.0013846827167185438 0.0010821920336046755
leaf_count=576 126 162 100 305 284 56 555 226 65 51 30 54 61 134 171 30 52 121 49 77 111 22 17 87 75 118 60 35 34 66
internal_value=0 3.57658e-06 -2.8685e-05 -1.60876e-07 3.49597e-05 7.135e-05 0.000102311 0.000136871 0.000172852 0.00021335 0.000163397 0.000111464 0.000148764 6.25953e-05 -0.000146225 0.000387183 0.000108031 -0.000163726 0.000535389 -0.000563793 -0.000860393 -4.1395e-05 0.000739429 0.000981014 6.38411e-05 0.000426297 0.000660547 0.000780023 0.000865483 -0.00124727
internal_weight=0 0.0394841 0.0380205 0.0369481 0.0354113 0.0339025 0.0328538 0.0315791 0.0304361 0.0288048 0.0270653 0.0249629 0.0238477 0.0195014 0.0118669 0.00763445 0.00737581 0.00494407 0.00434635 0.00449109 0.00311196 0.00344406 0.00419039 0.00307011 0.00393095 0.00220252 0.00243175 0.00210239 0.00286355 0.00209665
internal_count=3910 3784 3622 3522 2946 2641 2585 2301 1746 1681 1455 1369 1339 1195 985 210 597 485 144 388 311 52 158 141 364 193 112 86 83 177
is_linear=0
shrinkage=0.00154607


Tree=1695
num_leaves=16
num_cat=0
split_feature=0 1 2 3 15 16 15 159 14 52 47 16 0 151 2
split_gain=8.624e-05 0.000110395 0.00019419 0.00018652 0.000203935 0.000250934 0.000148452 0.000153695 0.000151681 0.000161899 0.000118368 0.000224606 0.000158708 9.83125e-05 0.000134607
threshold=0.18055000000000002 1.0000000180025095e-35 0.106035 -0.084129999999999996 0.083935000000000023 0.0015250000000000001 0.079360000000000014 0.073745000000000019 -0.13131999999999996 1.0000000180025095e-35 0.11939500000000002 -0.110495 -0.10071499999999999 -0.0088999999999999982 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -3 10 11 -10 13 -13 -15
right_child=-2 6 -4 4 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16
leaf_value=-0.0017439123054106974 0.001664013893077647 -0.0018479307045773908 -0.0031143092425594903 -0.0021999555903305275 0.002564466649721227 0.001611217174061239 -0.0013198359925392371 0.0021284440997361813 0.0020497566468517139 0.0019173873707459081 -0.0017320672062802781 -0.0010928251250694005 -0.0019684717022173913 -0.00042039372280725819 0.0024168820965036015
leaf_weight=0.0019835108444514107 0.0010167255484869594 0.0011487990775533733 0.0010023404862210122 0.0013118873916277427 0.0011399600302191559 0.0011040200690524971 0.0019512419134002793 0.0016062297787023403 0.0018972698964357208 0.0019854421825648014 0.0011269036299114688 0.0011053794973825415 0.0014553363517286685 0.0011262386934731729 0.0011969058104925878
leaf_count=792 44 94 304 384 362 122 508 336 242 200 76 73 313 16 44
internal_value=0 -9.24029e-05 -0.000728334 -0.000296596 0.000510737 -0.000458328 0.000192539 0.000425848 0.000178185 0.000413451 3.58636e-05 0.000329662 -0.000338556 0.000353309 0.0010414
internal_weight=0 0.0211415 0.00654172 0.00553938 0.00355587 0.00241591 0.0145997 0.0126485 0.0110423 0.00989348 0.00790803 0.00678113 0.00488386 0.00342852 0.00232314
internal_count=3910 3866 1964 1660 868 506 1902 1394 1058 964 764 688 446 133 60
is_linear=0
shrinkage=0.00589082


Tree=1696
num_leaves=31
num_cat=0
split_feature=1213 1456 1365 14 480 457 457 11 43 4 13 52 3 4 15 12 2 1186 43 42 15 151 151 1375 0 4 49 1 0 4
split_gain=0.00077737 0.000663823 0.000624938 0.000536333 0.000460011 0.000440713 0.00038264 0.000438401 0.00041934 0.00128313 0.000616957 0.000600566 0.000406391 0.000402026 0.000448716 0.000363265 0.000342207 0.000311863 0.000449763 0.000394224 0.000322869 0.000437264 0.000288713 0.000473182 0.000254613 0.000247962 0.000244912 0.00021936 0.000292747 0.00018244
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.077685000000000018 0.086640000000000009 -0.15747999999999998 -0.068264999999999978 0.088315000000000018 -0.50992999999999988 -0.51381999999999983 -0.091229999999999992 0.11588000000000002 -0.14818499999999998 -0.08422499999999998 1.0000000180025095e-35 -0.051479999999999991 0.097940000000000013 0.083785000000000012 1.0000000180025095e-35 -0.11403999999999999 0.014775000000000002 0.056555000000000001 -0.044604999999999992 -0.012944999999999998 -0.071339999999999987 -0.026614999999999996 -0.059914999999999989 0.095575000000000007 -0.10783 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 -10 11 15 -12 14 -14 -11 -17 18 19 -15 21 22 26 -24 27 -22 -21 29 -29 -25
right_child=1 2 -4 -5 -6 6 7 -9 9 10 12 -13 13 17 -16 16 -18 -19 -20 20 25 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00094249937987486536 -0.0008864281344626194 0.0010715504226975097 -0.0010833029774103271 -0.00086070354755441456 -0.00080369820466188622 -0.00075544915371001168 0.00096881280285625098 -0.00057096164949646262 -0.0012404588935291002 -2.2752616737429445e-05 0.00084008752920168746 -0.00044233528475057726 -5.1487285454282807e-05 -0.0006113172159503069 -0.0012582622411853493 0.00052163918862391549 0.0012663229045776494 0.00084389204942880898 -0.00073999542035640595 0.00031472184589114571 0.00030332089588198632 -0.00066270680030249766 0.0011965978864095191 -0.00075445978381751726 0.00070476332706996157 0.0011935014097204058 -0.0005696439676595909 -7.4024735714556803e-05 0.00087954300109539753 7.3126461885350975e-05
leaf_weight=0.001884413063020284 0.0016690801088469617 0.0010447248954630331 0.0010050574498126066 0.0012455841019869398 0.0011329142267277039 0.0010486860666483735 0.0013557130792776198 0.0017596014813374685 0.0013649410107541204 0.0010972821730387827 0.0014229047623631084 0.0010661979188486548 0.0018871537678926019 0.0013808961066532613 0.0010008306310194115 0.0025839881505806397 0.0026561380786516153 0.0011660230022880738 0.0013566017058626581 0.0011274306527588873 0.0017137893946457261 0.0014122790522322357 0.0011705495298617316 0.0010320775954883342 0.0015774101830576363 0.0010844560685008284 0.0016193029880233753 0.0017199784978533667 0.0011338188367069901 0.0012503543413783236
leaf_count=592 332 40 69 92 224 135 32 114 47 88 106 65 82 58 179 92 98 51 287 90 277 64 14 176 153 23 167 44 63 56
internal_value=0 1.39557e-05 5.11386e-05 8.00686e-05 0.000110772 0.000138747 0.000111668 0.000137694 0.000175275 0.000141471 0.000203397 0.000569298 8.59009e-05 3.62944e-05 -0.000469695 0.000739493 0.000899108 0.000114251 6.58532e-05 0.000133243 0.000202519 9.89393e-05 0.000200121 0.000341833 0.000192801 0.000648309 -0.000206645 3.55698e-05 0.000304829 -0.000301094
internal_weight=0 0.0420858 0.0404167 0.0394116 0.038166 0.0370331 0.0359884 0.0349397 0.0331801 0.0318244 0.0304595 0.00740361 0.0230559 0.021633 0.00288798 0.00633741 0.00524013 0.018745 0.0175789 0.0162223 0.0148414 0.0120432 0.0106309 0.00788419 0.00671364 0.00279825 0.00274673 0.00513623 0.0028538 0.00228243
internal_count=3910 3318 2986 2917 2825 2601 2561 2426 2312 2280 2233 343 1890 1784 261 278 190 1523 1472 1185 1127 827 763 506 492 300 257 339 107 232
is_linear=0
shrinkage=0.00145689


Tree=1697
num_leaves=31
num_cat=0
split_feature=14 1429 1213 1374 457 1456 11 1374 1 150 3 2 3 1 16 0 3 16 1 3 48 3 52 4 49 43 42 16 13 42
split_gain=0.000612683 0.000596825 0.00055467 0.000402087 0.000418435 0.000352995 0.000459371 0.00035921 0.00039391 0.000453195 0.000486307 0.000667198 0.000587708 0.000562923 0.000446821 0.000354545 0.000760364 0.000333636 0.000360571 0.000502839 0.000312304 0.000289739 0.000248872 0.000238043 0.00022765 0.000201876 0.000508627 0.000321155 0.000597467 0.000178998
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 -0.098834999999999992 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 0.077110000000000012 0.090325000000000003 1.0000000180025095e-35 0.16699000000000003 0.10593500000000002 0.51388000000000011 -0.084074999999999997 -0.083604999999999985 -0.055679999999999993 0.092550000000000007 -0.075679999999999983 0.086065000000000016 -0.053439999999999994 -0.07125999999999999 -0.12499499999999999 -0.07929499999999999 -0.18906999999999999 0.084545000000000023 0.25185000000000007 -0.083924999999999986 -0.088669999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 22 15 10 11 14 13 -12 17 16 -9 18 -10 -20 25 -18 -7 -13 -11 -17 27 28 -27 -30
right_child=-2 2 3 -5 5 6 -8 8 9 24 12 23 -14 -15 -16 20 21 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010660542888934362 -0.00089491920860865649 -0.00077684958332915519 0.00097967502247783681 -0.00082226095532620844 -0.0006489808283653615 -0.00088463725297159774 -0.00063783036474796581 -0.0014283877135559172 0.00072362552723077085 0.00047979254604033089 -0.001301144486931576 0.00036843823901792168 0.0005969196179011016 -9.5924923005794881e-05 0.0009612727399716174 0.00050752984046627996 0.00032432181761390413 -0.00061662757205743681 0.00042499967308332292 -0.00076125604316547594 0.00080832931647218775 -0.00051351859677591419 5.1348902579414566e-05 0.0011885575188342978 0.001339414228501588 0.0011994874686899169 -0.00087357288492320468 -0.00046338179688066721 0.00033780662521689536 -0.0005059448899034898
leaf_weight=0.0010295142747527566 0.00159140504111177 0.0016473278394028281 0.0010550222677556667 0.0010057462064694813 0.0013519096566115404 0.001148935064925638 0.0016659600299568913 0.00102286299557134 0.001613230393177725 0.0014115936663068318 0.0010632402479089356 0.0010600474239064184 0.001677864891366343 0.0030835709345886642 0.0011639424705904844 0.0014769244700092452 0.0020103647026970817 0.0013982657634208449 0.001596040237446408 0.0013419318537032255 0.0012529786911770202 0.001448950225568014 0.0011694533071029403 0.0022643582842102328 0.0011329305950516502 0.0011667506239625433 0.0012929172428760016 0.0012759903842943787 0.0010343063200305433 0.0010176217146127238
leaf_count=180 126 578 55 74 278 13 86 269 125 112 51 54 128 67 15 58 238 217 61 91 74 83 53 171 143 24 250 43 70 123
internal_value=0 8.00841e-06 3.50766e-05 6.91935e-05 9.26653e-05 6.74704e-05 9.45324e-05 0.000130286 0.00016985 0.000302001 0.000214297 0.000398807 -0.000116345 -0.000404943 0.000151938 -2.13383e-05 -0.000346506 -6.39917e-06 0.000181081 -0.000116828 0.000149776 -2.66116e-05 -0.000412502 0.000927048 0.000862533 3.61887e-05 -8.40921e-05 0.000143007 0.000383399 -8.06388e-05
internal_weight=0 0.0418806 0.040851 0.0392037 0.038198 0.0371429 0.035791 0.0341251 0.0318067 0.018807 0.0162625 0.0104378 0.00582468 0.00414681 0.00711341 0.0129997 0.00448218 0.00594947 0.0045512 0.00293797 0.00851749 0.00345931 0.00231839 0.00332441 0.00254452 0.00726451 0.00578759 0.00449467 0.00321868 0.00205193
internal_count=3910 3784 3604 3026 2952 2897 2619 2533 2467 1235 980 734 246 118 509 1232 590 494 277 152 642 321 66 225 255 568 510 260 217 193
is_linear=0
shrinkage=0.00142833


Tree=1698
num_leaves=31
num_cat=0
split_feature=1429 14 1213 133 133 160 123 124 3 1374 130 48 158 50 1 13 15 1 1374 0 3 1186 1 160 15 43 13 48 47 4
split_gain=0.000711159 0.000651779 0.000593957 0.000525406 0.000626427 0.000549423 0.000585745 0.000626355 0.000540533 0.000520176 0.000491359 0.000594707 0.000474712 0.00051763 0.00062292 0.000499214 0.000494027 0.000437405 0.000664054 0.000714421 0.00083367 0.000389939 0.000829738 0.000324473 0.000328632 0.000359389 0.000314917 0.000291654 0.000286633 0.000431222
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 -0.40446999999999994 1.0000000180025095e-35 -0.013479999999999999 0.16699000000000003 0.086000000000000007 -0.0015749999999999998 0.12649500000000002 0.087355000000000016 0.082310000000000008 0.10786000000000001 -0.00059999999999999995 -1.0000000180025095e-35 0.092550000000000007 -0.094679999999999986 -0.099864999999999995 -0.100615 0.083980000000000013 0.08844500000000001 0.086620000000000016 0.083935000000000023 -0.078644999999999979 -0.0038299999999999996 0.084500000000000006 0.09252500000000001 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 21 -6 7 -7 9 10 -9 12 13 14 17 -15 -16 18 -12 27 -21 22 -5 24 25 -22 -8 -20 29 -19
right_child=1 -3 3 4 5 6 26 8 -10 -11 11 -13 -14 15 16 -17 -18 28 19 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011846386290804507 -0.00079573297139228969 -0.0010076320158235116 -0.00092730751630283039 -0.0006468127851117951 -0.0010076458569607954 -0.00096228723597459526 0.0012264929583081278 -0.00068470335953234773 0.00087866609746744401 -0.00097922128193377272 -0.00074081771695491206 -0.00074601525965251048 -0.00064946484905594089 0.00025420715437701638 0.0010995519659778353 -0.0012534508570728653 -0.00011016428497635702 -0.00065371404210611711 0.0011105849168137243 0.00088255570683091838 -0.0013444906309481256 0.0014179411109088778 0.0011615883612322811 0.00043789289867953655 0.00024114501394510528 -0.00024813637184424743 0.00013700185148750137 0.00029719516477416181 -0.00088214542792578203 0.00060631613883644329
leaf_weight=0.0011566052073099789 0.0018200371793704031 0.0013765571324738648 0.0011368530668012791 0.0010438024379637026 0.0010777574631432021 0.0013809360243447468 0.0015283836788684141 0.0018499783430265251 0.0018366179612582237 0.0011258335403200306 0.0012801762855279017 0.0016964062873929811 0.0014882184769277598 0.001006803231319478 0.0033102283728175808 0.0010115564346416797 0.0010129385415780226 0.0011859820526023404 0.003343919113852665 0.002294362766072742 0.0011807072895321791 0.0012210168341431071 0.0013201751952611751 0.0013354310026922889 0.0011968503272226094 0.0016426221909770205 0.0010139032943520523 0.0014528368440096529 0.001239028339121262 0.0013169227539755468
leaf_count=181 578 125 204 131 219 61 238 191 125 81 42 54 171 229 86 70 30 101 63 67 194 24 66 83 227 122 46 23 32 46
internal_value=0 1.91834e-05 5.17892e-05 8.89314e-05 0.000117533 5.86243e-05 9.07867e-05 3.70735e-05 8.04612e-05 3.15471e-05 7.09979e-05 0.000122786 0.000181044 0.000232953 0.000300969 -0.000501397 0.00081611 0.000173482 0.000298709 0.000405627 0.000118072 0.000722368 0.000363098 -0.000209435 -0.000424466 -0.000706628 0.000791987 0.000864226 -0.000285902 9.2606e-06
internal_weight=0 0.0447268 0.0433503 0.0415302 0.0403934 0.0368084 0.0357306 0.0331884 0.0318074 0.0299708 0.028845 0.026995 0.0252986 0.0238104 0.021792 0.00201836 0.00432317 0.0174688 0.0137269 0.0124467 0.00764997 0.00358499 0.00236398 0.00535561 0.00402018 0.00282333 0.00254229 0.00479676 0.00374193 0.0025029
internal_count=3910 3729 3604 3026 2822 2601 2382 2098 2037 1912 1831 1640 1586 1415 1116 299 116 1000 821 779 693 221 197 626 543 316 284 86 179 147
is_linear=0
shrinkage=0.00151575


Tree=1699
num_leaves=18
num_cat=0
split_feature=11 484 50 47 47 130 15 133 43 42 52 2 0 2 47 0 16
split_gain=9.23898e-05 9.78586e-05 0.000117068 0.000122039 0.000194378 0.000130704 0.000206869 0.000288188 0.000155877 0.000279867 0.000184511 0.000127087 0.000151905 0.000135302 0.000145856 0.000121941 0.000115159
threshold=0.088315000000000018 -0.0043499999999999988 0.10030500000000002 0.13206500000000002 0.10783500000000001 -0.076814999999999981 1.0000000180025095e-35 0.083815000000000014 -0.15648499999999999 0.085775000000000004 -0.081429999999999989 0.113945 -0.23029999999999998 0.091025000000000009 0.092255000000000018 -0.10303999999999998 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 16 -7 10 15 12 -12 14 -14 -10 -8
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0013662288803512502 -0.0016707607658915148 0.001826728666675703 0.0019558275132476378 -0.0018002203669043261 0.0023844065427870232 0.0023565871907181872 -0.00089349204748891587 0.0010915163070207466 0.0033761195546519879 -0.0020600467340633369 0.0018906036204401353 -0.0017693782516356041 -0.0026360304612309494 0.00089168975909518307 0.00033529970460759807 0.00060223687090792555 -0.0030707572856187829
leaf_weight=0.0014309165564379478 0.0010296792769903243 0.0011893157716633363 0.0011073709911951215 0.001065038412090046 0.001189527014863633 0.0010567979387405791 0.001425918396584791 0.0012949187421524844 0.0010048812290729403 0.0016545915283516744 0.0015211877515675055 0.001064250249717482 0.0010902058875899619 0.0018874463969250355 0.0010300217054734148 0.0010276532095620473 0.0017160580831456695
leaf_count=601 145 175 290 49 109 80 67 317 59 427 58 124 223 135 32 272 747
internal_value=0 6.49508e-05 0.000165707 6.2557e-05 0.000171848 1.66947e-05 -0.000119777 -0.00115626 0.000285865 7.29966e-05 0.000482162 2.23671e-05 0.00036726 -0.000210954 -0.00119254 0.00197364 -0.00208265
internal_weight=0 0.0217561 0.0203252 0.0192178 0.0181528 0.0169632 0.0157739 0.0044369 0.011337 0.0102802 0.00862565 0.00659311 0.00552886 0.00400767 0.00212023 0.00203253 0.00314198
internal_count=3910 3765 3164 2874 2825 2716 2541 1131 1410 1330 903 572 448 390 255 331 814
is_linear=0
shrinkage=0.00566207


Tree=1700
num_leaves=17
num_cat=0
split_feature=124 4 0 48 2 48 14 1 52 48 16 0 4 51 49 12
split_gain=8.07243e-05 9.59645e-05 0.000135474 0.00011496 0.000151741 0.00017422 0.000332977 0.000565095 0.000130178 0.000148851 0.000154408 0.000160312 0.000130574 0.000189308 0.000124342 4.31177e-05
threshold=0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 -0.084204999999999988 0.097940000000000013 0.12738500000000003 -0.13131999999999996 0.10420500000000001 0.090300000000000005 0.087945000000000009 -0.083144999999999983 -0.084304999999999977 0.0021050000000000005 -0.0084849999999999978 -0.0090499999999999973 0.095000000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 -6 -8 9 10 11 14 13 -12 -5 -4
right_child=-2 2 15 4 5 -7 7 -9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0015831214669014321 0.0015324163496628458 -0.0020477893319404438 0.002230653616110476 0.0017210392799106987 -0.0012363673480553004 -0.0012309305639592399 0.00013425910972187779 0.0050848519087805157 -0.0020886881866590701 -0.001730090899932954 8.4810762892582639e-05 0.0027036606186681598 0.00045703632978657171 -0.0032087100564631992 -0.00077152891458768689 0.00057150216763038233
leaf_weight=0.0013455448801352734 0.0010742104689927803 0.0010066811745090823 0.001045990634530424 0.0010851838218149945 0.0012592723903881928 0.0011764150818385222 0.0017742155408554941 0.0013574665264200515 0.0013717449212013602 0.0017375324605703882 0.0011663405145177783 0.0012061177581406375 0.0019853696216789452 0.0011620687252606888 0.0017344553464551868 0.00104376171158993
leaf_count=173 76 94 159 46 103 97 470 219 583 212 311 138 133 629 392 75
internal_value=0 -8.99166e-05 9.97966e-06 -0.000151421 -3.92313e-05 0.000742849 0.00127166 0.00228016 -0.000419544 -0.000192331 0.00012806 0.000941536 -0.000631103 -0.00155893 0.000187776 0.00140196
internal_weight=0 0.0214582 0.0201126 0.0180229 0.0170162 0.00556737 0.00439095 0.00313168 0.0114488 0.0100771 0.00833954 0.00402576 0.00431378 0.00232841 0.00281964 0.00208975
internal_count=3910 3834 3661 3427 3333 889 792 689 2444 1861 1649 576 1073 940 438 234
is_linear=0
shrinkage=0.00577531


Tree=1701
num_leaves=18
num_cat=0
split_feature=41 2 158 13 16 52 16 16 15 160 51 52 0 3 15 2 2
split_gain=8.28177e-05 0.000124562 0.000100843 0.000122262 0.000130549 0.000234839 0.000217838 0.000169715 0.000280524 0.00015069 0.000264359 0.000122286 0.000103287 9.34854e-05 0.000146586 8.71742e-05 0.000222631
threshold=0.078535000000000008 -0.0098549999999999974 0.085745000000000002 -0.094679999999999986 0.24895000000000003 -0.27466499999999994 0.10994000000000002 -0.008069999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090935000000000016 0.098910000000000012 -0.11756999999999999 -0.084014999999999992 0.085285000000000014 0.086650000000000019 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 6 -6 7 9 -9 -5 13 12 -3 14 -11 -15 -17
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12 -13 -14 15 -16 16 -18
leaf_value=0.0016294722050431882 -0.0013896959345235226 0.00022830345305119886 -0.0017117766455328148 -0.0020990552463455922 -0.00045993071268967436 0.0029438658417661389 -0.0026184894404147688 -0.00084904979325106363 0.0030719118628017156 0.0018121450113075923 0.0022454446073645411 -0.00070641343220437746 0.0023709328217551263 -0.0023091214074790118 -0.0010211219242381665 0.0011666725087610909 -0.0018166296027238417
leaf_weight=0.0014148846112443476 0.0012179280273741924 0.0011125221211578662 0.001016324664996098 0.0014543774771677139 0.001428763825131546 0.0010353754023464121 0.0011867221866977426 0.0010333031795623226 0.0011329745686568847 0.0010188236063880104 0.0011269105050562556 0.0010021193485596491 0.0016615370151781645 0.0012187975531555689 0.0011527962342628983 0.0012596901384200054 0.001798815448775623
leaf_count=220 195 97 354 489 330 88 126 267 180 253 122 72 153 291 245 149 279
internal_value=0 6.99137e-05 -4.24392e-05 4.866e-05 -0.000173718 0.000970267 -0.00040136 -0.000166365 0.00120163 -0.000494538 -0.000186509 0.000923016 0.00151164 -0.000611478 0.000308116 -0.00107836 -0.000587913
internal_weight=0 0.0210547 0.0196399 0.0186235 0.0148474 0.00246414 0.0123832 0.0111965 0.00216628 0.00903021 0.00757583 0.00377618 0.00277406 0.00644892 0.00217162 0.0042773 0.00305851
internal_count=3910 3715 3495 3141 2819 418 2401 2275 447 1828 1339 322 250 1217 498 719 428
is_linear=0
shrinkage=0.0054422


Tree=1702
num_leaves=17
num_cat=0
split_feature=403 484 11 124 484 51 160 42 3 0 133 15 3 16 2 3
split_gain=7.58219e-05 0.000107433 0.000125763 0.000107252 0.000148315 0.000147257 0.000211487 0.000157605 0.000222718 0.000286422 0.000258352 0.000268187 0.000242042 0.000183667 0.000160614 8.85786e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.048219999999999992 -0.0043499999999999988 0.094915000000000013 0.099550000000000013 -0.11145999999999999 -0.10628499999999998 -0.053834999999999994 -0.090054999999999982 0.083935000000000023 -0.078669999999999976 -0.014099999999999998 0.097775000000000015 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 10 -10 12 -12 14 15 -14
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 11 -13 13 -15 -16 -17
leaf_value=-0.0016140458390808256 0.0019818192702221338 -0.0019312205449372982 -0.0017727510079043262 -0.0021293471415324136 -0.002072189679248773 0.0024178523168628717 -0.0026723707729145525 0.0027026213876832185 -0.0022844643179590635 -0.0023243922287837751 -0.0023411920407385035 0.0033234970407063618 -0.00013592218443256369 0.0027903200886010915 -0.0018668520230219296 0.0023889822211396808
leaf_weight=0.0011803927273200529 0.0015186738250082777 0.0010656397678645005 0.0012922855536478253 0.0011021714263472751 0.0010344783594750532 0.0013201643273875732 0.0010431114312674525 0.0017758397139673145 0.0011059128246691001 0.0015976329017077786 0.0010924500012455809 0.0017452554004224741 0.0011677853993699852 0.0016852892623090403 0.0011100653788970183 0.0011833108913006374
leaf_count=930 267 264 206 509 93 174 103 115 294 163 256 201 55 125 114 41
internal_value=0 8.03853e-05 0.00018879 0.000325943 0.000177699 0.000338011 0.000149186 0.000367232 0.000569705 0.000215306 0.000661672 0.00106975 0.000439294 0.00102952 0.000172154 0.00113487
internal_weight=0 0.0208401 0.0197744 0.0184821 0.0169635 0.0158613 0.0145411 0.013498 0.0124635 0.0106877 0.00909007 0.00798416 0.0062389 0.00514645 0.00346116 0.0023511
internal_count=3910 2980 2716 2510 2243 1734 1560 1457 1364 1249 1086 792 591 335 210 96
is_linear=0
shrinkage=0.00650394


Tree=1703
num_leaves=29
num_cat=0
split_feature=14 1213 51 1 44 47 1 13 4 0 159 52 160 0 1186 0 49 16 13 15 15 0 51 4 2 13 3 2
split_gain=0.000542046 0.000486555 0.000365166 0.000358594 0.000484658 0.000414747 0.000393395 0.000275983 0.000454947 0.000526884 0.000247686 0.000350246 0.000647489 0.000439899 0.000323993 0.000459874 0.000413587 0.000365427 0.000358014 0.000289061 0.000270101 0.000176495 0.00016842 0.000243292 0.00013496 0.000134023 8.80858e-05 7.85457e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11939500000000002 0.11235500000000002 0.17936000000000002 -0.51381999999999983 0.15480500000000005 0.10392000000000001 0.10218500000000001 0.031805000000000007 -0.077944999999999987 0.083785000000000012 -0.10071499999999999 -0.085974999999999982 -0.057604999999999996 -0.083514999999999992 -0.095799999999999982 -0.11399999999999998 -0.15713499999999997 0.090230000000000019 0.24280000000000004 0.10113500000000002 -0.070604999999999987 0.084925000000000014 0.086315000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 10 11 13 -13 14 15 16 -10 19 -17 20 -18 -21 23 -8 25 -15 -19 -20
right_child=-2 2 3 -5 -6 -7 22 -9 9 -11 -12 12 -14 24 -16 18 17 26 27 21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0008137374816054101 -0.00095937132497574725 -0.00076365152769726334 -0.00086742271409610556 0.00067853273457896713 -0.00093442862183768449 -0.00080691597926112765 0.00021264500015070879 -0.00052046530035437398 -0.00069704307823002505 0.0010902544606454984 -0.00057710158781977767 -0.001145401423990575 0.00035779001764984104 0.0010685705905923162 0.00082119514525197813 6.9289705155045582e-05 0.00015763204176122206 0.0004937353079206635 -0.0011054593569689488 0.0001045568514115525 -0.00073091084631243754 0.00084770609863858823 -8.0684796678933715e-06 0.0010041375422534145 0.00012934665665273654 0.0004720194325062763 0.0010285891002335375 -0.00055135462756423451
leaf_weight=0.0014017946013485929 0.0012129193349090786 0.0011044308336684008 0.0010077209372888396 0.0018719877191315923 0.0010178827463960252 0.0010687654345618016 0.0013983496043418189 0.0017214230035804403 0.0010352766406356304 0.0010731209441811043 0.0011601304464623754 0.0012095232845120143 0.001131474249582709 0.0013147557106463204 0.0010206818113234215 0.0015844595816581208 0.0014426789385093572 0.0016761129490079239 0.0010542736498884717 0.0017815396270197681 0.00135205908230418 0.0010282996336883343 0.0010067478252802076 0.0018280798436936807 0.0010517554789686856 0.0018485725881954461 0.0010047618298472116 0.0010335593151473282
leaf_count=578 126 126 63 154 62 80 81 122 45 35 162 358 57 65 54 349 58 53 274 48 40 38 72 193 177 199 23 218
internal_value=0 1.13166e-05 4.45239e-05 7.09909e-05 3.52848e-05 6.72966e-05 9.86864e-05 3.1825e-05 7.17534e-05 0.000113258 6.50094e-05 0.000101224 -0.000418864 0.000168016 4.63267e-05 -1.4544e-05 0.000154125 0.000260479 -0.000442647 5.30184e-05 -0.000272234 0.000376523 0.000501957 0.000661101 0.000572589 0.000719961 0.000694193 -0.000831156
internal_weight=0 0.0362302 0.0348284 0.033724 0.031852 0.0308341 0.0297654 0.0255322 0.0238108 0.022803 0.0217299 0.0205698 0.002341 0.0182288 0.0140137 0.012993 0.00932073 0.00828545 0.00367229 0.00560458 0.00279474 0.00280984 0.00423318 0.00322643 0.00421508 0.00316333 0.00268087 0.00208783
internal_count=3910 3784 3206 3080 2926 2864 2784 2438 2316 2253 2218 2056 415 1641 1200 1146 305 260 841 184 98 86 346 274 441 264 76 492
is_linear=0
shrinkage=0.00142833


Tree=1704
num_leaves=16
num_cat=0
split_feature=4 42 49 43 52 47 4 16 2 13 48 1 4 1 15
split_gain=8.12676e-05 0.000109215 0.000150073 0.000158001 0.000248178 0.000153187 0.000339663 0.000134554 0.000114778 0.000167036 0.000122895 0.000156069 0.000111067 9.92292e-05 7.99916e-05
threshold=0.27608500000000008 0.092395000000000019 0.10960000000000002 0.14198000000000002 0.10898500000000001 0.09550500000000002 0.050655000000000006 0.22945500000000005 0.097940000000000013 -1.0000000180025095e-35 0.087945000000000009 0.085990000000000011 -0.082054999999999975 0.088495000000000018 -0.45726999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -3 10 -10 11 12 -1 -13 -2
right_child=14 7 -4 -5 -6 -7 -8 -9 9 -11 -12 13 -14 -15 -16
leaf_value=0.00027958768538289451 -0.00015453810056452827 -0.0019006664333242693 0.0018307629672866962 0.0015866787432995057 -0.0020729162079344472 0.0015135099717625679 -0.0022217084291074078 0.00034851840833542659 0.0026641467514642038 -4.037096275769933e-05 -0.0016271302334711231 0.0023152551750930507 -0.0015893380959325391 0.00022895511908686884 0.0015832979506226407
leaf_weight=0.0018081585943203341 0.0012096742396533987 0.0017437521746377074 0.0010973991366408911 0.001294675597005219 0.0016623568980216339 0.0014805636230774558 0.0017759162723517278 0.0010942756718776842 0.0010242159487213742 0.0013228650217464444 0.0011769435652601926 0.0010334833064835347 0.0014471016192560649 0.0013026523046339306 0.0014994766823880059
leaf_count=451 179 546 173 175 356 144 149 145 149 184 129 111 519 238 262
internal_value=0 -0.000122683 3.46707e-05 -9.39116e-05 -0.000248948 -3.86949e-06 -0.000210141 -0.00103343 0.000181763 0.00113982 -0.000150467 0.000160359 -0.000551229 0.00115191 0.00080733
internal_weight=0 0.0192644 0.0164263 0.0153289 0.0140343 0.0123719 0.0108913 0.00283803 0.00911542 0.00234708 0.00676834 0.0055914 0.00325526 0.00233614 0.00270915
internal_count=3910 3469 2778 2605 2430 2074 1930 691 1781 333 1448 1319 970 349 441
is_linear=0
shrinkage=0.00502775


Tree=1705
num_leaves=17
num_cat=0
split_feature=124 4 0 4 15 51 49 15 150 4 12 52 0 0 52 12
split_gain=7.51867e-05 9.19588e-05 0.000124891 0.000116166 9.81173e-05 0.0002118 0.000154385 0.000279416 0.000137476 0.00017751 0.000214812 0.000139174 0.000313533 0.000102714 8.74566e-05 2.46602e-05
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.0089749999999999986 -0.07174999999999998 -0.07107999999999999 0.085285000000000014 -1.0000000180025095e-35 0.25367000000000006 0.089635000000000006 -0.068164999999999989 -0.10209999999999998 -0.11287999999999999 -0.089799999999999977 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 13 -7 11 -11 14 -13 -8 -10 -4
right_child=-2 2 15 4 6 8 7 -9 9 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0017414059397685222 0.0016201806557305486 -0.0017015015514206719 0.0022264350875093571 -0.0026724176430439985 -0.0012358602278359227 -0.0020014976839636011 0.0043568754317816708 -0.00045168863213536299 -0.00075409739259166882 0.0032402779053985532 -0.00043265047609201127 -0.0037204473379712339 0.00078740905418188466 0.0015806389015321025 0.0016769051547860573 0.00081236002333276577
leaf_weight=0.0012937451733394103 0.0010935127419560283 0.0017825892923167231 0.0010050755887616959 0.0013807317256888533 0.0012619263057356278 0.0011916528213263295 0.0010190911776732925 0.0019305368455590846 0.001014417042784127 0.0015083693953648961 0.0011342681089006046 0.0012396328364424596 0.0012700514570704018 0.0011570099330086092 0.0014788662168704458 0.0010006210518698211
leaf_count=173 91 495 161 414 84 131 51 847 233 240 92 124 409 192 100 73
internal_value=0 -9.54729e-05 1.44335e-05 -0.000159533 1.68174e-05 -0.00034989 0.000714773 0.00131418 1.29808e-05 0.00032696 0.00166379 -0.000379173 -0.0014392 0.00288078 0.000687828 0.00152097
internal_weight=0 0.0206686 0.0193748 0.0173691 0.0155866 0.010218 0.00536856 0.00410664 0.00883726 0.00764561 0.00264264 0.00500297 0.00250968 0.0021761 0.00249328 0.0020057
internal_count=3910 3819 3646 3412 2917 1743 1174 1090 1329 1198 332 866 533 243 333 234
is_linear=0
shrinkage=0.00637641


Tree=1706
num_leaves=31
num_cat=0
split_feature=14 1429 1213 51 159 2 484 1 47 50 128 147 48 15 403 49 48 2 40 133 49 4 1 16 1 4 1 13 3 52
split_gain=0.000883261 0.000681807 0.000657671 0.000417204 0.000413218 0.000555975 0.000516641 0.000363657 0.000616314 0.000609682 0.000481401 0.000328124 0.000493429 0.000493064 0.000739035 0.000392683 0.000345394 0.000327291 0.000609774 0.000444983 0.000357078 0.000504507 0.000402785 0.000278138 0.000239072 0.000494121 0.000254892 0.000217457 0.000208428 0.000175265
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.081334999999999977 -0.40274499999999996 0.087945000000000009 0.10571000000000001 0.079595000000000013 0.14000500000000002 0.11939500000000002 0.10119500000000002 0.086435000000000012 1.0000000180025095e-35 0.12675000000000003 0.088190000000000004 0.087440000000000004 -0.084114999999999981 0.088985000000000009 0.11043500000000002 -0.082239999999999994 0.090085000000000012 0.10251500000000001 -0.0010999999999999996 0.087545000000000026 0.15100500000000003 0.086430000000000021 0.0066400000000000009 0.092550000000000007 -0.012339999999999999 -0.089604999999999976 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 8 9 10 11 12 13 14 15 16 -5 18 -17 20 21 22 23 28 -23 -26 -27 -19 -20 -15
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14 29 -16 17 -18 27 19 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0011352413054616891 -0.0011224253863986271 -0.0010275109393712025 -0.00078983316271951764 -0.00089293590676973881 -0.00053773918028626982 0.0012346706770590154 0.00086474453548248992 0.00070380427385937987 -0.00099611663984841949 -0.00089546619963856841 -0.00080745848205386703 0.0007142108239253462 -0.00083276073049893412 0.00080531162654967105 -0.001000149749282731 -0.00092299743330309008 0.00019951788381874857 0.00028010969479565798 0.00037366215171465161 -0.00056873436901734857 0.0011146111832888474 0.00037841995546041745 0.0010541234179348338 0.00074430379300990013 -0.0011139444697778264 0.0005815461320002695 -0.00028439920421653091 0.0011042637746806997 -0.00049443684610233978 0.00014510796867008371
leaf_weight=0.0010397710645216598 0.0014618772488537149 0.001148031619458533 0.0011090653580124723 0.0013986478301899466 0.0012152279411530289 0.0015754021604272861 0.001030056103314525 0.0018003013101793716 0.0011941724668531597 0.0013295069958326666 0.0011608278923831974 0.0020299620228352291 0.0011363288724304246 0.0029000094402471524 0.0013097086675624139 0.0011023991600678249 0.0010953407677884996 0.001441489119903383 0.0011601411875476093 0.0014300701048453194 0.0010211489981092345 0.0017043988228731648 0.001985734248544091 0.0014591846076799087 0.0010881664247079925 0.0011230624295208713 0.0020177512966679245 0.0012855618753836165 0.0011883786307633204 0.0012094142903220639
leaf_count=180 126 378 118 96 190 172 66 99 86 349 139 133 29 169 87 67 49 88 74 190 72 96 108 42 46 7 62 59 238 295
internal_value=0 2.97016e-05 5.94996e-05 9.10914e-05 0.000116539 0.000571196 0.00010567 6.62929e-05 3.12711e-05 7.01244e-05 0.000112566 0.000149283 0.000106899 0.000148093 6.08745e-05 0.000128657 -0.000413139 0.000203694 0.000120719 0.000201872 0.000288319 0.000216367 0.000522178 0.000244767 -8.22318e-05 -0.000267888 2.52373e-05 0.000668625 -6.56061e-05 0.000611012
internal_weight=0 0.0416893 0.0406495 0.0395015 0.0383924 0.00382069 0.00224528 0.0345717 0.0327714 0.0315772 0.0302477 0.0290869 0.0270569 0.0259206 0.0218112 0.0205015 0.00249399 0.0180075 0.0152804 0.014178 0.012748 0.0117268 0.00579344 0.0038077 0.00593338 0.00422898 0.00314081 0.00272705 0.00234852 0.00410942
internal_count=3910 3784 3604 3226 3108 428 256 2680 2581 2495 2146 2007 1874 1845 1381 1294 145 1149 1002 935 745 673 462 354 211 115 69 147 312 464
is_linear=0
shrinkage=0.00145689


Tree=1707
num_leaves=27
num_cat=0
split_feature=14 1213 52 1456 157 2 14 48 130 15 1 15 47 43 42 3 160 1 160 3 52 43 133 3 52 3
split_gain=0.000458454 0.000437623 0.000357406 0.00033564 0.000254139 0.000223848 0.000289403 0.000275478 0.0002622 0.000526173 0.000213182 0.000416649 0.000611082 0.000280012 0.000514075 0.000260313 0.000237684 0.000199977 0.000140827 0.000177831 0.000199255 0.000175365 0.000139243 0.000105918 8.34579e-05 8.30776e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 0.14808000000000002 -0.13131999999999996 0.12649500000000002 -0.0015749999999999998 0.085120000000000015 0.10031000000000002 0.024640000000000006 0.096475000000000019 -0.15426499999999996 0.091955000000000023 -0.073984999999999981 0.099550000000000013 0.092550000000000007 -1.0000000180025095e-35 0.0039000000000000003 -0.069134999999999988 -0.084964999999999985 0.083815000000000014 -0.078884999999999997 0.09086000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8 13 12 25 24 16 -14 17 18 -15 21 -21 -20 23 -23 -10 -12
right_child=-2 2 3 4 5 -7 7 -9 10 -11 11 -13 15 14 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27
leaf_value=-0.00077104495214349894 -0.00094565498321382479 -0.00070208059538579318 -0.00065624218804099838 0.00060158436535452566 -0.00049946502356588345 0.00071327321178743487 -0.0010628889447913009 -0.00053375498882934273 0.00027156893827235052 0.00032351867086243837 0.00084408872065225348 -0.00039808577766340699 0.00070621421060916892 -0.00023153092433714353 -0.0009627293993361431 -0.00016388987160504266 -0.0004888801207526361 -0.00036956533907858203 -5.730259938506913e-06 -0.00046025462231975069 0.00032656706623177201 0.00015809383570875244 0.0010821153326846578 0.00075907656718200245 0.00083994623017008617 0.001400401970873106
leaf_weight=0.001343576310172386 0.0010137692053785443 0.0012036905752056395 0.0011760171285444673 0.0019019118202642229 0.0017778264854995665 0.0010232825646413193 0.0010295452499954052 0.0013230883302099974 0.0010068096662638722 0.0011215301311003345 0.0010050712282332758 0.0010787261169564744 0.0010498470999493748 0.0010769628532308825 0.001007003580000527 0.0018844582235129081 0.0012512708663501302 0.0012122205795399585 0.0010725326764422513 0.0010167549621833416 0.0016639718346596055 0.0011587111211988025 0.0010005603751866987 0.0011415877435543295 0.0010195909375121381 0.0011051965058461862
leaf_count=578 126 337 265 323 80 147 131 76 89 94 160 52 26 287 295 52 100 79 93 30 25 162 47 83 30 143
internal_value=0 1.0991e-05 4.5659e-05 7.65837e-05 0.000107442 7.13318e-05 4.50597e-05 8.67412e-05 0.000124224 -0.000340042 0.000174787 0.000391821 0.000560734 7.72695e-05 -6.61916e-06 0.000147419 8.42582e-05 0.000161014 0.000240115 0.000312122 2.81387e-05 0.000486193 0.000646032 0.000456348 0.00055755 0.00113544
internal_weight=0 0.0316517 0.0303082 0.0291045 0.0279285 0.0260265 0.0250033 0.0232254 0.0219024 0.00215108 0.0197513 0.0061233 0.00504457 0.013628 0.0116016 0.00293431 0.0105946 0.0093433 0.00813108 0.00705412 0.00268073 0.00437339 0.00330086 0.0023003 0.0020264 0.00211027
internal_count=3910 3784 3206 2869 2604 2281 2134 2054 1978 225 1753 433 381 1320 1201 78 906 806 727 440 55 385 292 245 119 303
is_linear=0
shrinkage=0.00140032


Tree=1708
num_leaves=28
num_cat=0
split_feature=14 1213 51 1 44 124 51 48 1 2 13 43 43 159 3 52 4 0 0 2 51 160 42 42 3 4 4
split_gain=0.000548037 0.000480944 0.00036235 0.00035037 0.000499603 0.000386304 0.000459008 0.000454662 0.000566552 0.000361994 0.000289279 0.000388071 0.000299398 0.000356502 0.000267112 0.000222036 0.000296265 0.000404153 0.000410145 0.00023126 0.000294829 0.000226191 0.000187289 0.000164024 0.00015205 6.84207e-05 5.84032e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 -0.036134999999999994 0.13339000000000004 0.11930500000000001 0.11198000000000001 1.0000000180025095e-35 0.17936000000000002 -0.15109999999999998 -0.089949999999999988 0.096890000000000018 -0.15121499999999996 0.11401500000000002 -0.017449999999999997 -0.10071499999999999 -0.10209999999999998 0.086545000000000025 0.08955500000000001 0.084835000000000008 -1.0000000180025095e-35 0.086325000000000013 0.045635000000000002 -0.0086749999999999969 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 25 7 8 10 -10 11 -7 -13 14 -14 16 22 18 19 -18 21 -21 -16 24 -24 -4 -26
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 -28
leaf_value=-0.00088922752898585027 -0.0011095750605011876 -0.00085138940656868294 0.0010513844347814344 0.00081007077636422722 -0.0010668156824290332 0.00081356916687749001 -0.00090916119551078358 -0.0008444726787400432 0.00019832735698554213 0.0012867911671357582 -0.00068659040053821473 -0.00079868041632161549 0.00091647340069078741 -0.00078293501521654863 -0.00016569982111865923 -0.00046130300179838413 -0.00060696187007723784 -0.00071011621184254882 0.00089035658477829688 4.4601863528290515e-05 -0.00056202487776536945 0.00098513786893837945 0.00109037628613334 -1.2618388679051042e-05 0.00017921082048169557 0.00046337791777449719 0.00069631595408169915
leaf_weight=0.0014432439200433569 0.0011458490953921699 0.0010962089457456905 0.0010407013773095497 0.0016546424201566079 0.001002150471961726 0.001742839251481775 0.0012626744235954548 0.0013031284417412961 0.0015141351079460122 0.0016542690055919296 0.0013318760250587694 0.0010873606308797945 0.001043490132574639 0.0011889330924168265 0.0011584290134202821 0.001768131842995845 0.0015041633610866079 0.0018720178835330004 0.0014573354890892176 0.0016678391304019158 0.0011154461544720107 0.0010965383974124165 0.0015785520464465103 0.0010408324104042577 0.001121387847924149 0.001007870700214907 0.001139205016897904
leaf_count=578 126 126 96 154 62 82 132 67 75 149 100 227 105 143 245 296 38 403 16 76 23 29 73 253 44 162 30
internal_value=0 2.04632e-05 5.85735e-05 8.84803e-05 5.08146e-05 8.73012e-05 3.90489e-05 8.27678e-05 0.000129094 0.00076663 4.09409e-05 8.58375e-05 2.1909e-05 6.94913e-05 0.000127195 7.734e-05 0.000141901 -4.78634e-05 0.000133351 -7.15544e-05 0.000136017 0.000417682 0.000415729 0.000553751 0.0007073 0.000762093 0.000439801
internal_weight=0 0.0358934 0.0344502 0.0333539 0.0316993 0.0306972 0.0286486 0.0273859 0.0260828 0.0031684 0.0229144 0.0215825 0.0198397 0.0187523 0.0175634 0.0165199 0.0147517 0.00871334 0.00684132 0.00538399 0.00387982 0.00276438 0.00603841 0.00487998 0.00383914 0.00204857 0.00226059
internal_count=3910 3784 3206 3080 2926 2864 2606 2474 2407 224 2183 2083 2001 1774 1631 1526 1230 585 182 166 128 105 645 400 147 258 74
is_linear=0
shrinkage=0.00160853


Tree=1709
num_leaves=18
num_cat=0
split_feature=128 124 484 40 42 43 4 0 0 4 52 48 1 15 15 4 52
split_gain=7.35571e-05 9.74224e-05 0.000131768 0.000115729 0.000143036 0.00017777 0.000186606 0.000308516 0.000157672 0.000123157 0.000120207 0.000107704 9.31753e-05 8.96004e-05 0.000144272 8.73775e-05 5.77007e-05
threshold=0.081870000000000012 -0.048219999999999992 -0.0043499999999999988 -0.062739999999999976 0.092145000000000019 0.11352500000000001 -0.23071499999999998 -0.076734999999999984 -0.083934999999999996 0.080255000000000007 -0.087604999999999988 0.11119000000000002 0.095575000000000007 -0.10192499999999999 -0.0063699999999999989 0.26048500000000002 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 11 -6 -9 12 13 -8 16 -14 -15
right_child=-2 2 3 4 9 -7 7 10 -10 -11 -12 -13 15 14 -16 -17 -18
leaf_value=0.0014802020983639848 -0.0015530243397868966 -0.0019075034690980361 -0.0018314575756997265 -0.0016823653211906152 -0.0021275445856571524 0.0028652546422413619 0.0015957970879457927 0.0011270227191418558 -0.0019706713917396093 0.00047324130815465897 0.0040173818541174577 -0.0013779671833054116 0.0027247646849486357 -0.00037595910946921997 0.00093232009449340457 0.00035489147618361709 -0.0023889889328839731
leaf_weight=0.0016273326019806021 0.0010617062168673417 0.0012878569721146245 0.0010746744826534002 0.0015814722592571969 0.0016059191758699123 0.0010140676807121893 0.0012166202824486624 0.0010083357857433306 0.0012019870269775737 0.0011129114707835869 0.0010715480203703836 0.0011259246220989283 0.0012198295889638278 0.0010412296059618686 0.0018822308772599317 0.0010410824923061668 0.0010154193114952073
leaf_count=301 288 566 127 198 471 147 104 103 434 98 181 62 88 90 356 93 203
internal_value=0 6.77859e-05 -5.00777e-05 8.12606e-05 0.000201198 0.000439552 0.000256061 0.000515323 6.69155e-05 -0.00106295 0.00261612 0.000353623 0.000616505 0.000170504 -0.000269732 0.00163351 -0.00136984
internal_weight=0 0.0211284 0.0195011 0.0182133 0.0171386 0.0144197 0.0134057 0.0118242 0.00974432 0.00271883 0.00207988 0.00854234 0.00741641 0.0051555 0.00393888 0.00226091 0.00205665
internal_count=3910 3622 3321 2755 2628 2059 1912 1714 1430 569 284 996 934 753 649 181 293
is_linear=0
shrinkage=0.00600863


Tree=1710
num_leaves=31
num_cat=0
split_feature=14 1429 1213 1365 128 124 123 123 3 124 51 484 15 133 3 49 49 52 151 34 13 0 15 49 133 52 49 160 15 4
split_gain=0.000598718 0.000597075 0.000599909 0.000479939 0.000474816 0.000413605 0.000619284 0.000475768 0.000602326 0.000455813 0.000435708 0.000489351 0.000663019 0.000828765 0.000499634 0.000405889 0.000421636 0.000380952 0.000337023 0.000538608 0.000458811 0.000334257 0.000332027 0.000326272 0.000399764 0.000510924 0.000354249 0.00066467 0.0004238 0.000536985
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.082704999999999987 1.0000000180025095e-35 0.086435000000000012 -0.048219999999999992 0.083745000000000014 0.10103000000000001 0.24227500000000002 0.13733500000000001 0.14276500000000003 0.084225000000000008 0.088190000000000004 0.098810000000000023 -0.15464999999999998 0.10251500000000001 0.14321000000000003 0.090300000000000005 0.056555000000000001 -1.0000000180025095e-35 0.0024700000000000004 -0.11077499999999998 0.091915000000000011 -0.084114999999999981 -0.090054999999999982 0.10898500000000001 -0.047309999999999998 0.085545000000000024 -0.07142999999999998 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 10 11 12 13 14 -7 18 -17 22 19 -16 23 -13 -14 -21 -25 26 -26 28 29 -28
right_child=-2 2 3 -5 -6 7 -8 -9 -10 -11 -12 21 17 -15 15 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0011694286788025497 -0.0010965582937345533 -0.0012247594955914585 -0.00026373659227211729 -0.0010238143741268151 -0.00081789191708523366 0.00053808998356842728 0.0011260724465831258 -0.0010754330605461538 0.001051826788291695 0.00074179086683708224 -0.00086594576017025185 0.0010171930400160213 0.0011303918774452654 -0.0011990303647318411 -0.0012586516714232472 0.0010031290495676683 -0.00025725715938632672 -0.00036681974991803815 -0.00078314400667123339 -0.00079772291830671458 -0.00085403855813885165 6.2019166936286914e-05 0.0002158569392988273 -0.00087866773298496121 0.00075239732686084592 -0.00060245567752555151 -0.00099869893839688983 -0.0010241713607129239 0.00053881587839105986 0.0002519487391276703
leaf_weight=0.001209292984662407 0.0014921857261198648 0.0010422359616317758 0.0012441161687197768 0.0011785910002768398 0.0017820381027453527 0.0019664480425569562 0.0015021690528219389 0.0010099845171614988 0.0010027308583989694 0.001338764231093136 0.0016048161356778104 0.0013120507200312659 0.0014705710591016432 0.0017681824826665518 0.0010004583556656446 0.0011003052128188964 0.0011544284473359312 0.0011351356555984182 0.00260310247167883 0.001205783769627101 0.001787529769906814 0.0019091144599892021 0.0019732465815625044 0.0010292493546025247 0.0019768058406102193 0.0020253791561430931 0.0010967791958499317 0.0010383532027342657 0.0040153888600654901 0.0021713023786701924
leaf_count=180 126 350 81 74 227 111 204 53 139 22 98 33 90 189 37 86 49 280 62 57 113 273 176 135 44 91 94 77 297 62
internal_value=0 -0.000159076 -0.00013219 -0.000106545 -8.15339e-05 -4.98701e-05 0.000496464 -8.86439e-05 -6.21979e-05 -9.26497e-05 -0.000124256 -8.89781e-05 -0.00014598 -0.000236202 -0.000165769 -0.000228103 0.000357809 0.000365121 -0.000294321 -0.000220968 -0.000157459 0.000451082 0.00060638 -7.19346e-05 -6.39676e-06 6.64516e-05 0.000198002 6.63086e-05 0.000221771 -0.000167773
internal_weight=0 0.0466544 0.0454451 0.0444028 0.0432242 0.0414422 0.00274629 0.0386959 0.0376859 0.0366832 0.0353444 0.0337396 0.0305184 0.0259395 0.0241713 0.0222049 0.00225473 0.00457895 0.0199501 0.017347 0.0163466 0.00322117 0.00344382 0.014559 0.0133533 0.012324 0.0102986 0.00832182 0.00728347 0.00326808
internal_count=3910 3784 3604 3254 3180 2953 285 2668 2615 2476 2454 2356 2050 1504 1315 1204 135 546 1069 1007 970 306 266 857 800 665 574 530 453 156
is_linear=0
shrinkage=0.00145689


Tree=1711
num_leaves=30
num_cat=0
split_feature=14 1213 52 1374 1456 11 1 13 0 2 151 16 52 4 0 3 12 151 150 3 2 47 1 2 51 0 3 42 2
split_gain=0.000564141 0.000465771 0.000342189 0.00034056 0.000335893 0.000326283 0.000340921 0.000619303 0.000389047 0.000563729 0.000372433 0.000476808 0.000370984 0.00034737 0.000602715 0.00030182 0.000271188 0.000269694 0.000387934 0.000407494 0.000686706 0.000500965 0.000410834 0.000190533 0.000169728 0.000140915 0.000114767 0.000107269 9.25722e-05
threshold=0.077685000000000018 -0.081334999999999977 -0.42985499999999993 0.087785000000000016 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.0010249999999999997 0.18055000000000002 0.106035 -0.083919999999999981 -0.0029949999999999998 -0.0088249999999999978 0.15927500000000003 -0.084074999999999997 -0.077689999999999995 0.086935000000000012 0.056555000000000001 0.09833500000000002 0.090325000000000003 0.075670000000000015 0.09550500000000002 0.10561500000000001 0.10796500000000002 -0.070859999999999992 -0.15517999999999996 0.082730000000000012 0.086895000000000014 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 12 9 10 -6 13 27 14 -12 -14 -16 18 19 20 21 -9 -21 -17 -24 -26 -22 -8 -13
right_child=-2 2 3 -5 5 -7 7 17 -10 -11 11 28 15 -15 16 23 -18 -19 -20 22 26 -23 24 -25 25 -27 -28 -29 -30
leaf_value=-0.0008400192392744451 -0.00088330755050908759 -0.00060457366991109205 -0.00058389156567378365 -0.00068411109716852068 -0.0007311319497986862 -0.00049634916118124867 0.0012133658558048706 -0.00047681165294184865 0.00060330042743090477 -0.00087869424917628948 -0.0010968369794714854 0.00035278633648460017 0.00068995518200158786 0.00046452040456098362 0.00052061531869890439 -0.00040958767373970031 -0.00034336118628922502 -0.00041636915696874652 0.00085137432317983967 -0.00094832647527221534 0.0012011996088396551 0.00055871266701191863 -0.00041495058561430832 0.00035760339162438186 -0.00014528972585179173 0.0005214104528903842 0.00058358293323159218 0.00068062497239855047 0.0008684990958996256
leaf_weight=0.00105802407729813 0.0012353161217504285 0.0013622013481432429 0.0012295054704962857 0.0010074868185206967 0.0010371789263333171 0.0014396685930435629 0.0012692307934729632 0.0019763739478821027 0.0013556492875181911 0.0014563021897540116 0.0011750349824045138 0.0013728010429213695 0.0019310834214540931 0.0012163321860345633 0.0010661314557691703 0.0010485371470222446 0.0014150138276404212 0.0016622534555851285 0.0011564822966572694 0.0010335825828846623 0.0010093580377998623 0.0012936707077439991 0.001141717850657642 0.0011209604827277508 0.0010144685327517777 0.00111233817273515 0.0010048069277956984 0.0012609883611449657 0.0010119240665011908
leaf_count=378 126 343 259 92 143 67 184 102 18 192 438 106 216 45 56 216 286 42 54 53 94 25 16 120 29 28 34 106 42
internal_value=0 5.70883e-06 3.1143e-05 5.67492e-05 7.94976e-05 0.000105324 0.000134061 0.000239152 -4.60602e-05 -0.000136341 -6.00178e-06 9.76313e-05 0.000558312 -0.000134351 -0.000333583 0.000317943 2.78837e-05 6.85537e-05 0.000143587 5.82e-05 0.000298864 -6.71452e-05 -0.000237404 -1.31867e-05 -1.25939e-05 0.0002034 0.000893089 0.000947863 0.000571622
internal_weight=0 0.0362391 0.0351811 0.0338189 0.0328114 0.0315819 0.0301422 0.0190359 0.0111064 0.00975072 0.00829442 0.00725724 0.0066308 0.00487251 0.00365618 0.00410058 0.00248115 0.0124051 0.0107428 0.00958632 0.00528421 0.00327004 0.00430211 0.0021695 0.00326852 0.00212681 0.00201416 0.00253022 0.00238473
internal_count=3910 3784 3406 3063 2971 2712 2645 1319 1326 1308 1116 973 842 825 780 552 342 477 435 381 255 127 126 336 73 57 128 290 148
is_linear=0
shrinkage=0.00129368


Tree=1712
num_leaves=28
num_cat=0
split_feature=14 1213 3 1456 133 133 130 0 124 4 453 160 42 2 1 3 150 48 160 0 43 12 1 2 4 13 52
split_gain=0.000600953 0.000535537 0.000330027 0.000303689 0.000319058 0.000420552 0.000324865 0.000335004 0.000342024 0.000382866 0.000361742 0.000421099 0.000292309 0.00029136 0.000792697 0.00034472 0.000336208 0.000415524 0.000262359 0.00033 0.000534744 0.000327002 0.000237311 0.000233512 0.000230022 0.000151645 3.12267e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.18055000000000002 -0.061329999999999989 -0.48072499999999996 1.0000000180025095e-35 -0.11175999999999998 -0.11145999999999999 0.11230000000000001 0.11235500000000002 0.10420500000000001 0.087235000000000021 0.08784500000000002 0.088095000000000021 -0.14534499999999997 -0.074254999999999988 0.091475000000000015 0.087480000000000016 0.084925000000000014 0.08734500000000002 -0.07409499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 22 -7 8 -8 -10 11 -11 -13 15 -15 16 18 -18 19 -14 24 23 -6 -22 25 -21 -17
right_child=-2 2 -4 4 5 6 7 -9 9 10 -12 12 13 14 -16 26 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00091267975398586572 -0.0011297226737219676 -0.00072051364485537243 0.00079320461664073559 -0.00079879917037525003 0.00027244006108863918 -0.00067733228662299357 0.00072393986282382481 0.00085269136629131904 -0.00093920937197967556 -0.0007844480849085164 -0.00086451087534012208 -0.000652699262507897 0.0011151774802557136 -0.0009925929919465796 0.00045754863041198998 0.00066020096433758407 -0.0010681816466925809 0.00015189459642684166 -0.0003943964791878349 0.00079448656309622574 -0.00018872272163602782 -0.0008592901862346634 0.0012482628216494481 0.00072724746495408162 0.0012633169278283029 -7.404767027420804e-06 0.0010459916118855238
leaf_weight=0.0014844522507442828 0.0011719637152585718 0.001321671740331056 0.001322687431041635 0.0010556031725618134 0.0014273357896746877 0.0015463225364052971 0.0015180991772133492 0.0011920765987222795 0.001064584900606561 0.0013343639545829169 0.0010741324768237517 0.0011214904292106411 0.0012817041203638706 0.0017197548144438071 0.0018926616710930599 0.0010044349703548505 0.0010659011560180129 0.0017839540608592941 0.0011516475375816801 0.0012118430118268075 0.0018194603116135225 0.0010584337373291675 0.0010224154760729576 0.001048741052094071 0.0011797875760701793 0.0010539804102246992 0.0010016048465271163
leaf_count=578 126 311 162 197 148 207 219 29 149 260 66 73 41 118 108 18 135 39 132 164 117 205 47 78 27 120 36
internal_value=0 -4.1028e-06 3.64307e-05 5.10321e-06 3.64129e-05 6.62239e-05 1.08184e-05 5.24196e-05 1.33003e-05 -3.38747e-05 1.03287e-05 5.56593e-05 0.000113457 0.000160477 -0.000232817 0.00025738 0.000162995 -0.000304438 0.000298847 0.000391102 0.000265218 -0.000124835 0.000679704 0.000146196 0.000709724 0.000421475 0.000852824
internal_weight=0 0.0347591 0.0332747 0.031952 0.0306303 0.0295747 0.027125 0.0255787 0.0243866 0.0228685 0.0218039 0.0207298 0.0193954 0.0182739 0.00361242 0.0146615 0.0126555 0.00284986 0.0098056 0.00865395 0.00737225 0.00392664 0.00244975 0.0028682 0.00344561 0.00226582 0.00200604
internal_count=3910 3784 3206 3044 2733 2536 2341 2134 2105 1886 1737 1671 1411 1338 226 1112 1058 174 884 752 711 400 195 195 311 284 54
is_linear=0
shrinkage=0.00154607


Tree=1713
num_leaves=31
num_cat=0
split_feature=9 14 1213 52 403 1374 1456 52 42 42 130 43 16 4 52 160 4 2 3 12 150 16 1 12 0 43 52 1 2 130
split_gain=0.000801114 0.000722484 0.000538491 0.000378583 0.000367826 0.000351251 0.000369865 0.000368756 0.00036654 0.000369337 0.000369703 0.000369442 0.000343301 0.000457157 0.000421599 0.000345428 0.000578423 0.000323065 0.000419575 0.000371184 0.000303682 0.000381439 0.000385571 0.000489236 0.000261293 0.000532159 0.000218369 0.000192625 0.000310604 0.000133549
threshold=-0.016839999999999997 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -0.048794999999999991 -0.11145999999999999 -0.088669999999999985 -1.0000000180025095e-35 -0.15109999999999998 0.15737500000000001 -1.0000000180025095e-35 0.11008000000000001 0.084835000000000008 0.05309500000000001 0.11260500000000001 0.10856000000000002 0.093125000000000013 -1.0000000180025095e-35 -0.097709999999999977 0.11593500000000001 0.092475000000000016 -0.10462499999999998 -0.08799499999999999 -0.07125999999999999 0.085110000000000005 0.089910000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 26 -7 17 -9 29 -11 -12 13 14 27 16 -15 18 19 24 -18 22 23 -22 -8 -26 -6 28 -13 -10
right_child=1 -3 3 4 5 6 7 8 9 10 11 12 -14 15 -16 -17 20 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012437136084883114 -0.00082690743002764705 -0.0011047638472184459 -0.00072821375988385778 -0.00075538216662868684 -0.00095938790683965103 -0.00060210378820176947 0.00061781678773645396 -0.00077157019627006993 0.0003064177758679219 -0.00067662557814368465 0.00073682274299109762 -0.00021867252260581924 -0.00059481511121705233 -0.0011738293341748659 -0.00032217263336954108 0.00055905789369961351 -0.00072085509781938731 0.00098149944683685402 -0.00060677573142426766 0.0010726375763719885 0.00051321555793129928 -0.00043233490834179635 0.00097634055595649516 -0.00073153286681601373 0.00050842509068975861 -0.00081342114135272319 -1.9254238234795436e-05 0.00100001051846767 0.00092922960701179906 0.0010548841057120492
leaf_weight=0.0010341655546103464 0.0016767577119910218 0.0013449402528296064 0.0013945095779553376 0.0011786232844304681 0.0010870351744003415 0.0014851790028085751 0.0019138231878168543 0.0011072684757542422 0.001012263455657525 0.0014667445051292907 0.0016701457856864712 0.0010005218687273902 0.0017376805451259072 0.0011317061633021701 0.0011750436524566865 0.0014786469490601925 0.0012198100728824119 0.0016408960129725703 0.0010070562645978498 0.0013781126884352957 0.0017066865667227839 0.002096667884981869 0.0013307981749153125 0.0011035775376868062 0.0014255569605836627 0.0011828255009931343 0.0010131787092557678 0.0019350295623601355 0.0010007772343080257 0.0010117379864156275
leaf_count=121 578 124 337 562 13 260 78 76 24 89 46 137 47 131 167 63 47 166 19 61 98 40 130 44 69 131 52 98 64 38
internal_value=0 -5.46612e-05 -1.89681e-05 1.67841e-05 4.52493e-05 7.19672e-05 0.000108499 0.000141757 4.63952e-05 8.74186e-05 2.75544e-05 8.31227e-05 1.85853e-05 8.88057e-05 0.000443648 -9.13441e-05 -0.000203311 0.000400402 0.000262358 0.0004107 -5.60321e-05 7.39763e-05 0.000330328 2.44087e-05 0.000208979 -9.09937e-05 -0.000505852 0.000672255 0.000355352 0.000680554
internal_weight=0 0.0409136 0.0395687 0.0378919 0.0364974 0.0353188 0.0332186 0.0317334 0.0231851 0.0220778 0.0200538 0.0185871 0.0169169 0.0151793 0.00511137 0.0100679 0.00858925 0.00854827 0.00690737 0.00590032 0.00745754 0.00623773 0.00414106 0.00281026 0.00452221 0.00260838 0.00210021 0.00393633 0.0020013 0.002024
internal_count=3910 3789 3665 3087 2750 2188 2123 1863 1339 1263 1201 1112 1066 1019 466 553 490 524 358 339 359 312 272 142 278 200 65 299 201 62
is_linear=0
shrinkage=0.00145689


Tree=1714
num_leaves=18
num_cat=0
split_feature=0 1 2 2 15 52 39 151 457 1 3 2 2 12 3 47 1
split_gain=8.32315e-05 0.00011954 0.000181726 0.000173505 0.000130503 0.000129495 0.000176175 0.000151028 0.000183966 0.000179744 0.000195013 0.000233506 0.000212493 0.000110713 0.000101225 0.000100344 9.10562e-05
threshold=0.18055000000000002 1.0000000180025095e-35 0.106035 0.099015000000000006 0.083935000000000023 -0.27466499999999994 0.085220000000000004 0.056555000000000001 0.041935000000000007 0.12864500000000004 0.090325000000000003 1.0000000180025095e-35 0.11260500000000001 0.085465000000000013 -0.078884999999999997 0.09252500000000001 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -3 7 8 9 10 11 14 -12 -1 -7 -16 -13
right_child=-2 5 -4 -5 -6 6 -8 -9 -10 -11 12 16 -14 -15 15 -17 -18
leaf_value=-0.00040881288351580781 0.0013850444309327825 -0.0013507312472152181 -0.0026424168830977163 0.0014537737245980977 0.0002276009629887945 -0.0016019128390835911 0.0020700174728215301 -0.0015390062234089379 0.0018629694704647305 0.0019067750613714091 -0.0030955169270271096 0.0024811999911191615 0.00013114351358299565 -0.0025480737479537589 0.0012622775152088405 -0.00093763218870384604 0.00049570206692494344
leaf_weight=0.0012201344869377578 0.0010538677019533834 0.0013546150515836306 0.0010288562212175667 0.001176635579773655 0.0019918551960456388 0.0015080872743749212 0.0013506873112866672 0.001293217558462346 0.001704704922930623 0.0011781720537043803 0.0011293837596355605 0.0011889706543830592 0.0010229533003847102 0.0013294979319623049 0.0010553873732946318 0.0011282146017461692 0.0012420356047138925
leaf_count=339 44 209 304 143 730 358 312 88 128 144 80 129 65 448 189 83 117
internal_value=0 -9.04219e-05 -0.000658253 -0.000301245 -0.000755946 0.000162352 0.000310857 0.000120025 0.000312309 3.26775e-05 -0.00023415 0.000232622 -0.00156196 -0.00152432 -0.000580082 0.000125637 0.00146678
internal_weight=0 0.0219034 0.00674698 0.00571812 0.00454149 0.0151564 0.0138018 0.0124511 0.0111579 0.0094532 0.00827503 0.0061227 0.00215234 0.00254963 0.00369169 0.0021836 0.00243101
internal_count=3910 3866 1964 1660 1517 1902 1693 1381 1293 1165 1021 876 145 787 630 272 246
is_linear=0
shrinkage=0.00512831


Tree=1715
num_leaves=18
num_cat=0
split_feature=151 1 50 15 158 15 49 49 151 49 3 2 0 15 403 0 43
split_gain=8.69593e-05 0.000115052 0.000172774 0.00012906 0.00013479 0.000185077 0.000259113 0.000128952 0.000147362 0.000105385 0.000134351 0.00020131 0.000154117 0.000226176 0.000182495 0.00024761 0.000150632
threshold=0.087190000000000017 0.14000500000000002 0.10119500000000002 -0.26361999999999991 0.084710000000000021 -0.11739999999999999 -0.085974999999999982 -0.047309999999999998 -0.044604999999999992 -1.0000000180025095e-35 0.13772500000000001 0.10113500000000002 -0.077944999999999987 -0.10071499999999999 0.085070000000000021 -0.13027499999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8 -9 11 12 13 -11 15 -15 -14
right_child=-2 -3 -4 4 -6 6 7 9 -10 10 -12 -13 16 14 -16 -17 -18
leaf_value=0.001568910761355193 0.0011817658442344582 0.0013573696885372118 -0.0021070384346576956 -0.0017025896558386655 -0.0019259741352751238 -0.0017880109777854141 0.0026791242953627618 -0.0012879465462905177 7.4276061773298856e-05 0.0016898023844569277 0.0019237860159834733 -0.0014973725561969755 0.002145799853528578 0.00040547923986562778 0.00091329194563008118 -0.0027352042915847296 -0.00021496341812142475
leaf_weight=0.0010889895450371103 0.0013742323090477895 0.0012437342833375086 0.001078177782257681 0.0015413716677219547 0.0010122284091812405 0.0016008479653356845 0.0010979973226508261 0.0011868768022651717 0.0010158986892350149 0.0012435455114343501 0.0010619908678721765 0.0016359259369364276 0.0018578665879467327 0.0010187214740487432 0.001120655762972933 0.001519861818451167 0.0010157045259234689
leaf_count=158 136 160 443 224 333 133 165 134 49 44 38 388 148 69 151 871 266
internal_value=0 -9.74782e-05 -0.000187515 -7.86955e-05 -0.000178767 -7.42242e-05 8.9013e-05 0.000307149 0.00142728 0.000104094 0.000261831 7.43125e-05 0.000404951 -0.000126302 -0.000743481 -0.00147486 0.00131135
internal_weight=0 0.0213404 0.0200967 0.0190185 0.0179295 0.0169173 0.0153759 0.013775 0.0021139 0.0116611 0.0104743 0.00941228 0.00777636 0.00490278 0.00365924 0.00253858 0.00287357
internal_count=3910 3774 3614 3171 3013 2680 2456 2323 214 2109 1975 1937 1549 1135 1091 940 414
is_linear=0
shrinkage=0.00492917


Tree=1716
num_leaves=29
num_cat=0
split_feature=14 1213 1456 52 403 157 1374 453 130 1186 1374 0 160 43 47 47 0 2 50 12 43 52 13 4 4 4 43 160
split_gain=0.00060166 0.000509227 0.000359081 0.000311598 0.000361714 0.000325596 0.000276682 0.000306279 0.000304244 0.000437059 0.000329493 0.000350102 0.000344325 0.000513384 0.000531142 0.000560899 0.000469109 0.000446231 0.000307068 0.000390116 0.000404356 0.000335563 0.000412427 0.000537245 0.000130366 0.00012575 9.66654e-05 7.86545e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.095439999999999983 0.086795000000000011 -1.0000000180025095e-35 0.084100000000000022 0.085820000000000021 -0.230625 -1.0000000180025095e-35 0.16180500000000003 0.09550500000000002 0.08801500000000001 -0.035699999999999989 0.11339500000000001 0.088160000000000002 0.10106500000000002 -0.18906999999999999 0.10898500000000001 -0.083514999999999992 -0.0010999999999999996 -0.082224999999999979 0.097045000000000006 -0.00059999999999999995 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 27 -7 8 9 -8 11 -10 16 14 15 18 17 -13 19 20 -14 22 26 24 -24 -16 -22 -6
right_child=-2 2 3 4 5 6 7 -9 10 -11 -12 12 13 -15 25 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.00090298103273239857 -0.0011174125777339318 -0.0007373882862087434 -0.00068144293698572868 -0.00080220605329247576 0.00040612019505846449 -0.00048112018916087634 -0.0010426364335038038 -0.00068735513147733668 0.0010524899666000498 0.00031494990023041736 -0.00064844318563810912 -0.0014081435603898371 0.0012552658922978229 -0.00073964875041437287 0.0012819338220073798 -0.00070134409867433239 0.0004379847072072887 3.0685064517169874e-05 0.0010872169565130923 -0.00054225082737931066 0.00057698225147452705 -0.00048681633425371915 7.3923013350752595e-05 -0.00084351282504955551 0.00074967820462998596 0.00065858216692793491 0.0011412543892451207 0.0010046561365915723
leaf_weight=0.0014259779845601219 0.0011859691153023313 0.0013627607343447415 0.0012590998283377721 0.0010208010747832221 0.0010003051572178845 0.0018933950374595545 0.0011532969925462924 0.0010500261670425273 0.0012495052485679168 0.0011147183147866002 0.0010029430621464877 0.001055140319559715 0.0010845269151080741 0.0010648277492719673 0.0014166395677008828 0.0013780323936218872 0.0014678730985222535 0.0010068908682512312 0.0011863135545457934 0.0012802994002747434 0.0016956426925217594 0.0012494335285708758 0.0013211479884402879 0.001132416623935404 0.0014114589462920213 0.0017040888205301918 0.0012686197488279392 0.001104031616675937
leaf_count=578 126 312 290 557 161 34 103 56 53 44 78 307 46 145 52 27 67 83 49 68 90 40 63 112 91 45 89 144
internal_value=0 2.10279e-06 4.0136e-05 7.2667e-05 0.00010299 0.000133495 8.96984e-05 0.000130803 0.000164834 -0.000375389 0.000218161 0.000257717 0.000209797 0.000300096 0.000368741 0.000231318 -0.000230031 -0.000705563 0.00034183 0.000257159 0.000368853 0.000249857 0.000384633 5.19002e-05 0.000422967 0.00094155 0.000818475 0.00072014
internal_weight=0 0.0353602 0.0339342 0.0325715 0.0313124 0.0302916 0.0281872 0.0262938 0.0252438 0.00226802 0.0229758 0.0219729 0.0207234 0.0171934 0.0161286 0.0130079 0.0035299 0.00206203 0.0116299 0.0104435 0.00916325 0.00807872 0.00682929 0.00386502 0.00273261 0.00312073 0.00296426 0.00210434
internal_count=3910 3784 3206 2894 2604 2047 1742 1708 1652 147 1505 1427 1374 917 772 675 457 390 648 599 531 485 445 266 154 97 179 305
is_linear=0
shrinkage=0.00154607


Tree=1717
num_leaves=31
num_cat=0
split_feature=14 1213 1456 1374 133 133 130 123 124 1374 52 1 159 52 42 16 42 48 0 4 1 15 52 160 0 0 52 16 43 2
split_gain=0.000759828 0.000545313 0.000424854 0.000327299 0.000331622 0.000364538 0.000461103 0.000356473 0.000477325 0.000428481 0.00037986 0.000485549 0.000506237 0.000585098 0.00080267 0.000425659 0.000737314 0.000398386 0.000351735 0.000528065 0.000292556 0.000237935 0.000220982 0.000220047 0.000577242 0.000317827 0.000198353 0.00059083 0.000143926 8.18948e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 1.0000000180025095e-35 -0.013479999999999999 0.087110000000000007 -0.42985499999999993 0.11198000000000001 0.099650000000000016 0.11401500000000002 0.086635000000000004 0.28937500000000005 0.091735000000000025 0.11930500000000001 -0.230625 -0.056579999999999991 0.087480000000000016 -0.040439999999999997 -0.07125999999999999 0.08234000000000001 -0.098179999999999976 -0.10209999999999998 -0.044539999999999989 -0.25582999999999995 -1.0000000180025095e-35 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 22 -5 20 -7 8 -8 10 -10 12 13 15 -15 16 18 26 -12 28 -6 -9 -4 24 25 29 -13 -28 -20 -21
right_child=-2 2 3 4 5 6 7 21 9 -11 11 17 -14 14 -16 -17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00081571520712361964 -0.0011038565581666169 -0.00073652505052332676 -0.00097144294042914568 -0.00071691482539378427 0.00023487108410673738 -0.00060901697113122902 -0.0008016317349180211 0.0012450077777971921 -0.00062362729735079923 -0.00080941264308430436 0.0011186954727733605 0.0013368322903826908 -0.00087510860880332544 -0.0012243394673041126 0.00045647035970119288 0.0011167675799362037 -0.0009157334501050413 -9.5883522384343075e-05 0.00034157975222430986 -0.00053583636265318671 0.0011765291843405955 0.00029271782314956572 -1.8152461109048444e-05 0.00042990651836853817 -0.001000959190930778 0.00064664585437601845 0.0013183632871300401 -9.5158291345662533e-05 0.00092430903337694758 3.8926446730242879e-05
leaf_weight=0.0016573485397302903 0.0013766811178724794 0.0014419830307650918 0.0010352308147751899 0.0010143939356029299 0.0016813461916184149 0.0019130100036684463 0.0012494519290570097 0.0010052408028851031 0.0012376018161829308 0.0010096954191594057 0.0010992840656065444 0.0012843622053377857 0.0010913276954402354 0.0014300332157827214 0.0011178706241184999 0.0012435974300062389 0.0011756157774266427 0.0012835243195254975 0.0016171943729277327 0.0010330948589398758 0.0012857225023252816 0.0013677004694099262 0.0011157197346580707 0.0018599706673505523 0.0013488048387551247 0.001554953188644949 0.001328568306627198 0.001284183153241635 0.0022219148719235709 0.0011645116227043673
leaf_count=578 126 312 13 197 148 210 53 215 263 85 46 67 129 95 173 36 171 48 184 18 71 63 53 69 252 13 77 49 65 31
internal_value=0 1.89075e-05 5.48402e-05 8.56368e-05 0.000120308 0.000145369 9.7626e-05 0.000144227 9.50578e-05 0.000139191 0.000178483 0.000221385 0.000105765 0.000169229 -0.000486899 0.000285981 0.000206964 0.000622171 0.00031788 0.000236371 0.000642921 0.000696133 -0.000476962 -7.64516e-06 -0.000167178 0.000132513 0.000858664 0.000623609 0.000678839 -0.00023127
internal_weight=0 0.0401533 0.0384959 0.0370539 0.034903 0.0338886 0.0309215 0.0290085 0.0266356 0.0253861 0.0243764 0.0231388 0.0179582 0.0168668 0.0025479 0.0143189 0.0130753 0.00518064 0.0118997 0.0108004 0.00296707 0.00237294 0.00215095 0.00696134 0.00510136 0.00375256 0.00389711 0.00261275 0.00383911 0.00219761
internal_count=3910 3784 3206 2894 2828 2631 2412 2202 1924 1871 1786 1523 1282 1153 268 885 849 241 678 632 219 278 66 383 314 62 193 126 249 49
is_linear=0
shrinkage=0.00148603


Tree=1718
num_leaves=18
num_cat=0
split_feature=403 484 11 131 0 16 2 133 1374 49 1 3 4 3 1 16 16
split_gain=8.09877e-05 0.000101658 0.000104938 0.000101815 0.000123942 0.000240382 0.000194175 0.000180581 0.000119094 0.000122407 0.000158273 0.000224898 0.000165034 0.000290694 0.00010161 0.000156824 7.51452e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 0.097135000000000013 -0.017269999999999997 0.31524000000000002 0.095195000000000016 -0.090054999999999982 -0.094679999999999986 -0.085974999999999982 0.092550000000000007 0.084925000000000014 0.018480000000000003 -0.08348499999999999 0.10113500000000002 -0.30307999999999996 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -9 -10 11 12 13 -11 -12 -16 -17
right_child=1 -3 -4 -5 6 -7 -8 8 9 10 14 -13 -14 -15 15 16 -18
leaf_value=-0.0014307370283510579 -0.0019257360547286684 -0.0016238693447816915 -0.0013739469724020265 0.001961826602846618 0.0031449036103725486 -0.002597625153063604 0.00013000021805411509 -0.0014689557517519184 -0.00083397733175535449 0.0014014574967198719 -0.0014653832094949507 0.003189977890693392 0.002213678319917675 -0.002537638808225268 -0.001213600634094134 0.0025076083120964946 0.00037821444523052262
leaf_weight=0.0012400049791290715 0.0012298096600608802 0.0010950669238829055 0.0013589371799133101 0.0010577019578959365 0.0010675478846762917 0.0011032727680905805 0.0019104241928584453 0.0010637161220827815 0.0018358362856525515 0.0014667439561072857 0.0011740258100447765 0.0015968617811426 0.0014102801740896315 0.0010170989072358022 0.0011456486710789658 0.0010067759049434549 0.001124975037449405
leaf_count=930 344 264 206 149 130 205 135 54 158 329 108 65 126 339 154 69 145
internal_value=0 5.71124e-05 0.000146603 0.000254164 0.000154666 -5.25891e-05 0.00121079 0.00014695 0.000345441 0.000509302 0.000757335 0.00140055 0.000666763 -0.000211547 -3.60955e-05 0.000475902 0.00138388
internal_weight=0 0.0216647 0.0205697 0.0192107 0.018153 0.015175 0.00297797 0.0140718 0.012842 0.0117782 0.00994241 0.00549098 0.00389412 0.00248384 0.00445143 0.0032774 0.00213175
internal_count=3910 2980 2716 2510 2361 2096 265 1891 1547 1493 1335 859 794 668 476 368 214
is_linear=0
shrinkage=0.00566207


Tree=1719
num_leaves=31
num_cat=0
split_feature=14 1213 1456 52 403 1374 457 376 376 1 13 43 52 43 43 3 43 16 47 151 160 150 13 43 0 3 12 12 16 15
split_gain=0.00060538 0.000531167 0.000473929 0.000395297 0.000414614 0.000393589 0.000318815 0.000295395 0.000428529 0.000317882 0.000482703 0.00044451 0.000398341 0.000334181 0.000290472 0.000297006 0.000276441 0.000429405 0.000423155 0.000399881 0.000292464 0.00026935 0.000221145 0.000367979 0.000288078 0.000266219 0.000184145 0.000521974 0.000179169 0.00013945
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.089520000000000016 -0.091869999999999993 0.11605500000000001 0.048375000000000008 0.12864500000000004 0.17936000000000002 -0.15109999999999998 0.25333500000000003 -1.0000000180025095e-35 -0.089949999999999988 -0.15327499999999997 -0.068454999999999988 0.20277000000000003 0.096175000000000024 0.056555000000000001 -0.081069999999999989 0.095565000000000011 -0.094679999999999986 0.0041500000000000009 -0.10209999999999998 -0.053439999999999994 0.085250000000000006 0.091405000000000014 -0.094359999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 10 11 -8 14 -11 -13 -16 26 18 19 20 -18 22 25 24 28 -22 -17 -28 -24 -26
right_child=-2 2 3 4 5 -7 7 -9 -10 13 -12 12 -14 -15 15 16 17 -19 -20 -21 21 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.00085446558391218239 -0.0010674762294528596 -0.00081822345858240098 -0.00068890990079095 -0.00082225649907350328 0.00098975402191418013 -0.00079438894207369026 0.00094241915877083578 -0.00061946650955491676 0.00097924046920498014 0.0012134566983802951 -0.00059963222621038756 -0.00057840512284559084 -0.00075248302150997314 0.00019456471444135199 0.00096177449451752143 0.00095103637500812378 0.0009911940106120073 -0.00081927012895452412 -0.00077174277275940026 -0.00063980561006695205 0.0010070410526358867 0.00088792629483291593 0.00018354477153499255 -0.00069664262745849882 0.00097610950646135263 -2.3454300427540029e-05 -0.00050547588289926327 0.0009924264406753426 -0.0006592045480455132 0.00021828987199450279
leaf_weight=0.0015844317324671111 0.0012490735321468707 0.0014151470286097997 0.0014855901141869179 0.0010617544808368953 0.001053055436395888 0.0010036601977151385 0.0014774780599910988 0.0011287283178281196 0.0014327433180477264 0.0011988495484527226 0.0022356166615589137 0.0012337387727801149 0.0012359871462140895 0.0019305042915371542 0.0010559948439793762 0.0013645023154842386 0.0012302390311137472 0.0012197782715137615 0.0011153532328362923 0.0011633006563940293 0.001195414018320351 0.0011680076224935823 0.0012677642098051223 0.001484795401999639 0.0010104521145564054 0.0011115312736222913 0.0010763526400454637 0.0010616950530197844 0.0010677349747112335 0.0012455851295656061
leaf_count=578 126 312 290 557 57 72 63 29 146 92 95 111 220 147 50 152 46 65 56 34 29 49 27 148 8 49 130 53 23 96
internal_value=0 4.81693e-06 4.18827e-05 7.63478e-05 0.000109952 0.000140157 0.000169685 0.000141567 0.000170603 0.000129447 7.24848e-05 0.000138429 8.26821e-05 0.0005849 0.000134109 0.000180772 0.000134393 4.0796e-05 0.000121123 0.000204495 0.000295593 0.000205997 0.000110987 -4.07031e-05 0.000171412 0.000510528 0.000515988 0.000238341 -0.00020174 0.000557708
internal_weight=0 0.0383158 0.0367314 0.0353162 0.0338306 0.0327689 0.0317652 0.0307121 0.0295834 0.0281507 0.0250213 0.0227857 0.0213082 0.00312935 0.0200722 0.0188385 0.0177825 0.01428 0.0130602 0.0119448 0.0107815 0.00955128 0.00838328 0.00607633 0.00459154 0.00230695 0.00350255 0.00213805 0.0023355 0.00225604
internal_count=3910 3784 3206 2894 2604 2047 1975 1918 1889 1743 1504 1409 1346 239 1126 1015 965 630 565 509 475 429 380 302 154 78 335 183 50 104
is_linear=0
shrinkage=0.00151575


Tree=1720
num_leaves=16
num_cat=0
split_feature=4 11 151 52 48 51 13 133 15 133 49 2 47 12 3
split_gain=9.4243e-05 0.000148698 0.000112147 0.000189767 0.000141884 0.000170819 0.00012014 0.000146552 8.32764e-05 8.25588e-05 0.000141912 0.000205662 0.000268579 0.000198666 0.000346828
threshold=0.27608500000000008 1.0000000180025095e-35 -0.098079999999999987 0.18936500000000003 0.095285000000000009 0.089355000000000004 -0.45122499999999993 -0.090054999999999982 -0.45726999999999995 0.092000000000000012 -0.085974999999999982 0.083585000000000007 0.09550500000000002 0.086935000000000012 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -2 10 -9 12 -12 14 -13
right_child=8 -3 3 -5 -6 -7 7 9 -10 -11 11 13 -14 -15 -16
leaf_value=0.0016044310228388568 -0.00013755922153883726 -0.0022450004962659182 0.0018580930699842527 -0.002405275123298873 0.0014167138544107485 -0.0022948575665759003 -0.0018570030361843553 -0.0016179650783846018 0.001808412817452784 -0.0012287210999057945 -0.0019613290016798155 0.0036964855336416311 0.0011383103349633609 -0.00055269235673781922 0.00011190225690740935
leaf_weight=0.0012353425464630688 0.0012724736347247065 0.0010389548334142065 0.0010092104652485974 0.0011299110568553572 0.0019764629528541125 0.0011493571654512752 0.0014625791056156892 0.0011617540126285806 0.0015809368893825925 0.0014110959913877655 0.0019436411378140513 0.0018051801989114255 0.0016629572835928919 0.0013941694416166259 0.0016620834374150295
leaf_count=176 179 231 26 397 237 194 376 88 262 475 320 372 91 343 143
internal_value=0 -0.000159206 -4.51739e-05 -0.000159862 -7.37735e-06 -0.000199347 -2.11076e-05 -0.000172786 0.00094061 5.03209e-05 0.000237745 0.000492335 -0.000532124 0.00125236 0.00197816
internal_weight=0 0.0200427 0.0190037 0.0177684 0.0166385 0.014662 0.0135127 0.0125035 0.00285341 0.0110409 0.00962979 0.00846803 0.0036066 0.00486143 0.00346726
internal_count=3910 3469 3238 3062 2665 2428 2234 2208 441 1832 1357 1269 411 858 515
is_linear=0
shrinkage=0.00566207


Tree=1721
num_leaves=28
num_cat=0
split_feature=14 1213 1456 9 3 39 42 453 51 4 15 484 133 133 160 52 15 3 2 51 16 2 16 43 16 12 14
split_gain=0.000606225 0.000454281 0.00035744 0.000329851 0.000276472 0.000283638 0.000369847 0.000288979 0.000275052 0.000363882 0.000263634 0.000357254 0.000438518 0.000487887 0.000321915 0.000399563 0.000468921 0.000412725 0.000260004 0.000406053 0.000226691 0.000206414 0.000205476 0.000163054 0.000122063 9.41997e-05 9.08194e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30601500000000009 0.13419 -0.11403999999999999 1.0000000180025095e-35 0.14276500000000003 0.28937500000000005 0.088190000000000004 0.042570000000000004 -0.090054999999999982 0.099765000000000006 -1.0000000180025095e-35 0.048490000000000012 -0.029114999999999999 -0.073664999999999994 0.086650000000000019 0.08955500000000001 -0.078844999999999985 0.088585000000000011 -0.089864999999999987 -0.079999999999999974 0.15737500000000001 0.078515000000000015 -0.42495999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 9 10 11 12 -8 14 -14 16 17 23 -19 -20 21 -12 -17 -16 -24 -18 -11
right_child=-2 2 3 4 -6 -7 7 -9 -10 26 20 -13 13 -15 15 22 25 18 19 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.00083642530996181285 -0.0010653179114894734 -0.00075424619038870109 0.00090905208386298994 -0.00079558134363458331 0.00076311355471553116 0.00073143020976266593 -0.0010716606909107231 -0.00068725868774824263 -0.00067896960369684986 0.00023691009298678389 0.0010088405274045176 0.00056567746231251238 -0.00067198280255905416 -0.00084144908179891278 0.00025919728665185906 6.1805924333166779e-05 -0.0003701706438458491 -0.00060358379439731766 0.00077679462578408951 -0.00043026996407641364 -0.00020091108931133373 0.00018517431498151117 0.0010558098293350104 0.0010973412826185721 0.00038074764939958653 -0.0010104929159152484 0.00079178819316918093
leaf_weight=0.0013386164606911657 0.0011944822601728236 0.0011846416717466507 0.0010187104507078304 0.0012614438607972392 0.0011525305432745761 0.0011901216370597814 0.0010020882200074124 0.0011917062832904604 0.0010615340015097388 0.0010126217681554195 0.0014033885544364466 0.0018753360010606004 0.0012815022176657928 0.0015632714904668674 0.0010357769312026033 0.0014469730053125462 0.0010029974070355861 0.001628503888394417 0.0012077989854059057 0.0012548031360042344 0.0010451458831373097 0.0012889863761982312 0.0013949936147508177 0.0010146997985817554 0.0010269309309478558 0.001026675978840208 0.0018259744364478433
leaf_count=578 126 312 126 134 142 50 185 80 90 53 92 216 262 197 78 63 57 60 73 25 305 100 74 68 12 169 183
internal_value=0 1.1915e-05 4.69653e-05 7.73726e-05 4.93144e-05 2.09885e-05 -9.36752e-06 2.79285e-05 6.14833e-05 9.37785e-05 2.77555e-05 -4.77279e-05 -0.000120136 -5.60767e-05 3.60853e-05 0.000111449 -7.48254e-05 0.000129822 -0.000142903 0.000161743 0.000386486 0.000614507 0.000504868 0.000673962 0.000769574 -0.000694067 0.000593845
internal_weight=0 0.0337378 0.0323992 0.0312145 0.0301958 0.0290433 0.0278532 0.0265917 0.0254 0.0243385 0.0214999 0.0177624 0.015887 0.0148849 0.0133217 0.0120402 0.00817126 0.00614158 0.00409111 0.0024626 0.00373752 0.00269237 0.0038689 0.00205048 0.00242192 0.00202967 0.0028386
internal_count=3910 3784 3206 2894 2768 2626 2576 2442 2362 2272 2036 1539 1323 1138 941 679 530 304 158 98 497 192 149 146 86 226 236
is_linear=0
shrinkage=0.00148603


Tree=1722
num_leaves=18
num_cat=0
split_feature=1 150 151 0 4 13 3 15 2 3 16 0 4 14 47 1 4
split_gain=8.59335e-05 0.000154278 0.000208807 0.000138399 0.000170752 0.000132747 0.000126496 0.000196113 0.000100635 9.38894e-05 8.48881e-05 0.000123148 0.000113668 0.000102047 0.000169655 0.000170825 1.58562e-05
threshold=0.085835000000000009 0.077110000000000012 -0.056409999999999995 -0.060094999999999989 -0.51381999999999983 -0.089189999999999978 -0.084129999999999996 0.083935000000000023 0.089785000000000018 0.096385000000000012 0.13514000000000004 -0.07773999999999999 0.066620000000000026 -0.10523499999999998 0.096300000000000011 0.095575000000000007 -0.0072799999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 6 -5 -6 -1 8 -8 -4 11 13 -12 -2 15 16 -15
right_child=1 2 9 4 5 -7 7 -9 -10 -11 12 -13 -14 14 -16 -17 -18
leaf_value=-0.0024084252733821187 -0.0017869309463561379 0.0035585185733359526 -0.00094457271691407994 -0.0016234993374294902 0.002990050618830961 0.00017263364859111105 -0.00014506924751273644 0.0014359433071321382 -0.0025256728537386892 0.0016196270330343131 -0.0025653017904060777 0.0016090518734964898 0.0002416529813520878 0.00011237261274609928 -0.0015477231888191161 0.0020616476595933433 -0.00095582503634476649
leaf_weight=0.0017335949450582241 0.0011702319516397894 0.0010989829060776973 0.0010487476729857123 0.0010131891648741398 0.0010051866741349613 0.0015119209792726629 0.0011979933650863722 0.0013103372643530342 0.0013791303458866241 0.0010140055630534217 0.0010379470195771576 0.0017650445989940197 0.0010455096491219784 0.0010024843299281123 0.0015120299714124208 0.0019918332862302393 0.0010043330355089522
leaf_count=877 54 216 84 48 26 178 247 413 411 49 254 397 48 222 131 193 62
internal_value=0 0.000279035 0.00144302 -0.000473048 0.000459354 0.00129775 -0.00105864 -0.000456713 -0.00141903 0.000315933 -7.04818e-05 0.000197475 -0.00115673 -0.000175453 0.000166756 0.000815061 -0.000422218
internal_weight=0 0.0136911 0.00316174 0.00915135 0.0035303 0.00251711 0.00562106 0.00388746 0.00257712 0.00206275 0.0105294 0.00844596 0.00208346 0.00668091 0.00551068 0.00399865 0.00200682
internal_count=3910 1710 349 2200 252 204 1948 1071 658 133 1361 1059 302 662 608 477 284
is_linear=0
shrinkage=0.00600863


Tree=1723
num_leaves=31
num_cat=0
split_feature=14 1213 1456 13 52 132 453 128 124 4 52 2 15 474 15 43 52 2 3 150 2 0 1 129 15 52 151 16 16 2
split_gain=0.000621375 0.000530626 0.000456786 0.000367927 0.000827454 0.000455942 0.000450374 0.000381234 0.00042319 0.000464983 0.000726404 0.000374256 0.000375662 0.000343958 0.000365266 0.000469873 0.00039364 0.000381368 0.000518017 0.000369135 0.000312359 0.000292943 0.000267119 0.000285515 0.000252805 0.000389629 0.000187494 0.000168528 0.000157872 0.000139473
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.11588000000000002 0.079995000000000011 1.0000000180025095e-35 0.085400000000000018 -0.048219999999999992 -0.23071499999999998 0.10599500000000002 0.097940000000000013 -0.042544999999999993 0.084655000000000022 0.15086500000000003 -0.089949999999999988 0.024145000000000003 0.11230000000000001 0.097615000000000021 0.087235000000000021 0.11934000000000002 -0.069794999999999982 0.087545000000000026 0.085790000000000019 -0.053579999999999996 -0.07984999999999999 0.054740000000000004 0.064860000000000015 0.20277000000000003 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 11 6 7 8 -5 10 27 12 -4 14 15 21 17 18 19 24 28 -11 23 -18 25 -17 -21 -10 -13 -7
right_child=-2 2 3 5 -6 29 -8 -9 9 13 -12 20 -14 -15 -16 16 22 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082665837890733376 -0.0010113742090969045 -0.00077788449875248924 -0.00038117324260271646 0.00079616640169734092 -0.00075266351683208384 0.00026328894187729483 -0.00095389667563289119 -0.00080347161307753919 -0.0006497478138523965 -0.0012043019585179975 0.00031855398226897976 0.0014517720204842792 0.00059683580013875266 0.00079804777677716405 0.00076465062377694749 0.00081848534003585687 -0.00040087219449495945 -0.00080451435254713047 0.00092431618914059035 -0.001110228872624207 0.00023908276183907471 -0.00020402355326574971 0.00078755222720756088 0.00065025033466626649 -0.00045187041575840589 -0.00013410700231108899 -0.00021615545033030524 -0.0014861270709487959 0.00071001454500907544 0.0010195945092001859
leaf_weight=0.0016492320860727041 0.0013886287181550374 0.0014748569990081358 0.0015192702665179914 0.0014463474711734611 0.0013160099065050446 0.0010701362169738262 0.0012066719733700984 0.0013199282075882007 0.0010481499640064762 0.0011248094254422414 0.0013521557505364878 0.0015088777381637719 0.0020210127962980717 0.0012886206390518564 0.0012970909200511463 0.0016427074575840472 0.0012903615651185816 0.00149462009187712 0.0011778212849709035 0.0010497753967413925 0.0012610474085847923 0.0015205657794428165 0.0021962635876278114 0.0010231414512378301 0.0014869084547896741 0.0022426685018252712 0.0010224225261481479 0.0010803757895263555 0.0010923399773616893 0.0010837742345173318
leaf_count=578 126 312 81 204 91 120 67 162 15 186 28 65 81 203 39 79 313 104 30 64 105 54 105 36 268 98 18 152 14 112
internal_value=0 -7.47049e-07 3.3599e-05 6.49426e-05 0.000333107 -1.44052e-05 -6.63173e-05 -2.52896e-05 1.61529e-05 -3.21866e-05 -0.000533193 0.000526133 0.000177135 5.563e-05 4.10937e-06 -5.30055e-05 5.12302e-05 -0.000111533 8.59058e-06 -0.00013629 0.000846037 -0.00062934 0.000416363 6.39844e-05 6.92228e-05 0.000268642 -0.000669093 -0.00107427 0.00114028 0.000643836
internal_weight=0 0.041308 0.0396587 0.0381839 0.00871856 0.0294653 0.0273114 0.0261047 0.0247848 0.0233385 0.00348068 0.00740255 0.00354028 0.0198578 0.0185692 0.0172721 0.0146267 0.0101169 0.0086223 0.00744448 0.00386227 0.00264538 0.00450977 0.0023135 0.00537228 0.00388538 0.0020722 0.00212853 0.00260122 0.00215391
internal_count=3910 3784 3206 2894 437 2457 2225 2158 1996 1792 195 346 162 1597 1394 1355 1115 661 557 527 184 240 454 349 445 177 82 167 79 232
is_linear=0
shrinkage=0.00148603


Tree=1724
num_leaves=28
num_cat=0
split_feature=14 1213 51 1 46 47 124 50 1 4 159 42 403 402 2 160 457 2 133 3 47 2 2 0 4 48 3
split_gain=0.000550464 0.000513489 0.000353687 0.000364743 0.000492582 0.000397421 0.000379402 0.000350979 0.000440908 0.000306809 0.000221949 0.000283687 0.000561302 0.000215883 0.000206932 0.000241397 0.00046168 0.000298861 0.000469834 0.000221365 0.000436776 0.000318693 0.000393525 0.000263049 0.000251447 0.000371798 0.000123674
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.081930000000000017 0.11939500000000002 -0.036134999999999994 0.10625000000000001 0.11235500000000002 0.24280000000000004 0.10519500000000001 -1.0000000180025095e-35 0.03138500000000001 0.076115000000000002 0.11339500000000001 -0.092169999999999988 -0.0015249999999999997 0.11085000000000002 0.098810000000000023 -0.100615 0.09550500000000002 -1.0000000180025095e-35 0.096750000000000017 -0.074249999999999997 0.0057500000000000008 0.087035000000000015 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 10 -10 11 12 -8 14 15 -13 -17 18 19 23 21 -21 24 -18 25 26 -23
right_child=-2 2 3 -5 -6 -7 7 -9 9 -11 -12 13 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.00084769098871614662 -0.0010000513021561916 -0.00077902584736189834 0.00075537235036495778 0.00073812792257438938 -0.00098844871134114317 -0.00084766732268564792 -0.0012581062288203534 -0.00079444791197948877 0.00014377196503839235 0.0010404550251992756 -0.00063321495558296443 -0.00054268012156033192 0.00010370986807169479 0.00076409440020459081 -0.00049124460333686392 -0.00073471775427243506 0.00011024423660356124 0.0010066228869385799 -0.00070222148913286068 -0.00058307102958051599 0.0010791767240518407 0.00024261447119164185 -0.00037070810081013588 0.0011157838506110098 0.00095135220000550948 -0.0005341405782616584 0.0009032092723507242
leaf_weight=0.0014807366960979109 0.0012360473232909666 0.001108879885062807 0.0018451134534501193 0.001731260083956721 0.0010005595676929593 0.0010040201957213215 0.0010361562436970997 0.0010239829845918513 0.0016781744349301233 0.0016924715752825448 0.0010995440371836798 0.0011160920542754296 0.001882950917695192 0.0010776242927625903 0.001301771235775572 0.0011435604722823687 0.0010068860755829689 0.0010580449424750791 0.0011959718872707201 0.0014102601767653688 0.0010471043487489959 0.0015453034095616229 0.0019775155469075045 0.0013378501318534368 0.0013826423069527305 0.0010601966742555535 0.0010518279833640065
leaf_count=578 126 126 252 154 56 81 417 307 109 124 146 183 111 109 83 132 42 26 152 49 40 223 103 88 40 27 26
internal_value=0 8.84909e-06 4.63556e-05 7.43389e-05 3.72391e-05 7.14763e-05 0.00010333 5.8978e-05 9.2458e-05 0.000594015 1.8086e-05 5.11917e-05 -0.000379676 0.000118405 7.89494e-05 0.000124394 0.00017332 0.000247104 0.000185362 0.000275172 0.000174005 6.15416e-05 0.000191085 0.000683981 0.000411514 0.00020743 0.000510153
internal_weight=0 0.0352965 0.0338158 0.0327069 0.0309756 0.0299751 0.028971 0.0271259 0.0261019 0.00337065 0.0227313 0.0216318 0.00291911 0.0187127 0.017635 0.0163333 0.0152172 0.0140736 0.0130156 0.0118196 0.00947485 0.00842775 0.00701749 0.00234474 0.00503997 0.00365733 0.00259713
internal_count=3910 3784 3206 3080 2926 2870 2789 2537 2230 233 1997 1851 528 1323 1214 1131 948 816 790 638 508 468 419 130 316 276 249
is_linear=0
shrinkage=0.00148603


Tree=1725
num_leaves=31
num_cat=0
split_feature=14 1429 1213 4 480 1374 457 11 1456 1 151 13 1 1 2 0 2 151 16 13 129 16 16 43 43 52 13 3 1 2
split_gain=0.000599089 0.00062214 0.000578443 0.000530285 0.000649744 0.000399037 0.000450981 0.000369985 0.000470928 0.00042799 0.00086307 0.000403608 0.000527518 0.000471446 0.000442993 0.000388955 0.000947814 0.000400546 0.000392623 0.000415569 0.000638895 0.00038101 0.000325115 0.000341634 0.000290115 0.00022109 0.000205235 0.000191965 0.000174154 0.000157623
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.08456000000000001 0.087785000000000016 -0.098834999999999992 0.088315000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 0.056555000000000001 -0.084084999999999979 0.09112000000000002 0.094695000000000015 0.075670000000000015 0.18055000000000002 0.10705000000000002 -0.083919999999999981 -0.0029949999999999998 -0.098524999999999988 0.086720000000000005 0.26364000000000004 -0.27337499999999998 -0.24333999999999997 -0.083899999999999988 -0.24456499999999998 -0.42334499999999992 0.090325000000000003 0.10080500000000002 0.091985000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 15 11 26 14 -14 -13 16 17 -10 19 -19 24 29 -15 -24 -21 -25 -11 -16 -28 -20
right_child=-2 2 3 -5 -6 -7 7 -9 9 10 -12 12 13 22 27 -17 -18 18 21 20 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-0.0010716719256747224 -0.00097581948253823978 -0.00081220516015622659 0.0010484596577935556 0.0011260049635460454 -0.0011136953732848369 -0.00083574780072134011 -0.00078098834422124909 -0.0005986056565939849 -0.00080794849764042676 0.0002093683649293435 -0.00068033621244871273 -0.0001446587792458299 -0.00061312481697776045 -0.00041237811083633769 0.0012773888552779702 0.0006170354662136194 -0.0014861739652969783 0.00062723619979013494 0.00045138780809924494 -0.00027417198044738504 0.00039214961577466119 -0.00022867505279236994 -0.0001615859411900699 4.1204079108929016e-05 -0.0012255636094138172 0.00078943990453203745 0.0005028978220049863 0.00052203382211154928 0.0012095231196629995 0.0012480689222335761
leaf_weight=0.0011497301894749503 0.0014154499242504661 0.0017017275730245576 0.0010787369195179855 0.0010278015461579462 0.001040857726549326 0.0010305604777586788 0.0012695545243768805 0.0017229534916385339 0.0012685160144010896 0.001096664557887872 0.0018861157184666402 0.0010398288446089613 0.0018534633205185011 0.0014589407973566865 0.0018636196403178928 0.0015914799427037005 0.0010878573672158396 0.0011873454922346508 0.0010974654956186266 0.0013205829844991105 0.0015891888021964951 0.0010802139295631452 0.0019045003382522907 0.0011885837204914651 0.0015253206847798302 0.0032747039966857239 0.0012149309120943448 0.0012355595495066041 0.0021041292850196847 0.0010961813879548643
leaf_count=180 126 578 50 179 240 84 263 80 163 59 57 145 86 111 41 19 159 35 63 127 75 38 29 55 366 242 76 26 100 58
internal_value=0 6.74451e-06 3.63804e-05 7.23599e-05 4.46688e-05 7.63417e-05 0.000101721 7.33189e-05 0.000107135 0.000141339 0.000276622 0.000375604 0.000250632 6.07815e-05 0.000694647 -7.05897e-05 -0.000167841 -2.67511e-05 8.46392e-05 -0.000153581 -0.000362618 0.000493752 0.000220371 0.000365341 -0.00078409 0.000590183 0.000766711 0.000976249 0.000950865 0.000849495
internal_weight=0 0.0429871 0.0418374 0.0401357 0.0391079 0.038067 0.0370364 0.0359577 0.0342347 0.0329652 0.020121 0.0182349 0.0138192 0.00968019 0.00413901 0.0128442 0.0112527 0.0101648 0.0088963 0.00562244 0.00443509 0.00327386 0.00782673 0.00636779 0.0028459 0.00446329 0.00441572 0.00309918 0.00331906 0.00219365
internal_count=3910 3784 3604 3026 2847 2607 2523 2473 2393 2130 1027 970 735 523 212 1103 1084 925 762 603 568 159 437 326 493 297 235 67 176 121
is_linear=0
shrinkage=0.00148603


Tree=1726
num_leaves=17
num_cat=0
split_feature=403 403 160 123 1 42 48 50 4 159 15 2 16 0 0 4
split_gain=9.10724e-05 0.000117656 0.000180812 0.000193485 0.00020004 0.000392478 0.000259331 0.000208832 0.000209243 0.00014411 0.000289411 0.000158974 0.000188422 0.000178866 0.000205797 0.00020302
threshold=0.10150000000000002 0.03138500000000001 -0.217635 1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 0.11930500000000001 0.07992500000000001 0.28937500000000005 0.090705000000000022 -0.10312999999999999 0.095195000000000016 -0.015314999999999997 -0.06402999999999999 -0.10071499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 10 -7 13 -13 14 15 -12
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0021486856531120471 -0.0016412508901090567 0.0014202881234321293 -0.0032976675975400268 0.001966985367194926 0.0022305971684175871 -0.0020175178711779778 -0.0025395614595307269 -0.002238506753831132 0.002446055249834018 -0.0017845070063262679 6.3725089002080571e-05 -0.0016751277790599379 0.00090579225592858788 0.0031256978713655225 -0.00098052463608322904 0.002805100030470777
leaf_weight=0.0012098296813208764 0.0010239357555149034 0.0017814885991230813 0.001205893096155034 0.0015163543768788442 0.0010683223473543771 0.0014050253994516678 0.0011565177276309244 0.0010124056010874455 0.0013529202472482441 0.0010866511163682918 0.0015788129035527723 0.0015858981633732339 0.0019352829347852596 0.0012204414296803677 0.0014749075000958789 0.0017608602480265745
leaf_count=387 265 205 729 295 90 105 79 331 138 202 74 122 225 67 558 38
internal_value=0 5.17553e-05 -6.67673e-05 6.33323e-05 -9.84377e-05 -0.000246758 -1.04612e-05 0.000192474 0.00037613 0.000143687 0.000334841 0.000680702 -0.000256623 0.00122759 0.000746444 0.00150913
internal_weight=0 0.0223516 0.0205701 0.0193603 0.0178439 0.0167756 0.0155697 0.0144132 0.0134008 0.0120479 0.0109612 0.0095562 0.00352118 0.00603502 0.00481458 0.00333967
internal_count=3910 3645 3440 3053 2758 2668 1939 1860 1529 1391 1189 1084 347 737 670 112
is_linear=0
shrinkage=0.00555105


Tree=1727
num_leaves=18
num_cat=0
split_feature=151 151 150 484 1 0 3 2 1 15 0 0 16 16 15 133 47
split_gain=8.44403e-05 0.000118328 0.000206978 0.000194913 0.000138273 0.000200002 0.00015465 0.000251883 0.00019675 0.000128137 0.000116058 0.000187065 9.51507e-05 0.000209139 9.38696e-05 7.62497e-05 7.22495e-05
threshold=0.087190000000000017 0.056555000000000001 0.090145000000000017 -0.0043499999999999988 0.076710000000000014 -0.084794999999999995 0.092005000000000017 1.0000000180025095e-35 0.11198000000000001 -0.10312999999999999 -0.10131499999999999 -0.066689999999999985 0.18936500000000003 -0.083144999999999983 -0.035939999999999993 0.077945 0.089945000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 15 7 9 -8 -6 -11 -12 13 -7 -9 -5 -10
right_child=-2 -3 -4 4 6 12 8 14 16 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.002593905738911054 0.0014252611629279844 -0.0021544830564019226 0.0019512255519938233 -0.0033871063151097612 -0.0019495090244553833 0.00089606495136165885 -0.0029581712398466771 0.0032729677016622529 0.0014651541686336947 0.0022802370781437992 -0.0017291150167069167 0.0016269711409285 0.0011012144674723747 -0.0024064698962937311 0.0010865189915847799 -0.0010601499897581611 -0.00071421268496696128
leaf_weight=0.0012039524502453136 0.0014201079909028349 0.0010206381405648548 0.0018295262895373773 0.0011224696002092608 0.0010191114326518341 0.0014848735243830858 0.0010190816956429094 0.0015933881561773569 0.001046982371967653 0.0010037352272433964 0.0013561926626682874 0.0011552735293950955 0.0017639504381554982 0.0013987521129286773 0.0013731977667509887 0.0010003489277774918 0.0012578290679581272
leaf_count=577 136 51 259 449 103 175 103 217 112 14 449 126 178 512 196 196 57
internal_value=0 -0.000117456 -1.66705e-05 -0.000208185 -4.49423e-05 -0.000731932 0.000384737 0.000872387 -0.000715722 -3.60427e-05 0.000518701 -0.000185317 -2.00156e-05 -0.000705886 0.00226089 -0.00229056 0.000275785
internal_weight=0 0.0216493 0.0206287 0.0187991 0.0175952 0.00677039 0.0108248 0.0075009 0.00332389 0.00453431 0.0035152 0.00251147 0.00464758 0.00288363 0.00296659 0.00212282 0.00230481
internal_count=3910 3774 3723 3464 2887 1510 1377 1105 272 692 589 575 865 687 413 645 169
is_linear=0
shrinkage=0.0061288


Tree=1728
num_leaves=30
num_cat=0
split_feature=14 1213 1429 4 1456 11 457 457 376 376 4 3 52 484 48 151 1 13 52 47 0 42 16 16 16 42 43 1 4
split_gain=0.000776161 0.000665244 0.000679188 0.000466308 0.000420581 0.000505002 0.000351423 0.000522295 0.000416564 0.00071547 0.000400623 0.000805729 0.000439249 0.000463619 0.000530919 0.000449518 0.000445856 0.000497261 0.000453487 0.000427776 0.000282567 0.000282148 0.000714493 0.000389858 0.000235619 0.000419194 0.000233318 0.000214014 8.09672e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 -1.0000000180025095e-35 0.088315000000000018 -0.15747999999999998 -0.067474999999999993 0.11605500000000001 0.048375000000000008 -0.49837999999999999 -0.15121499999999996 0.18936500000000003 0.084225000000000008 0.094275000000000012 0.056555000000000001 0.13026000000000001 0.16421000000000002 -0.089799999999999977 0.09252500000000001 -0.19631499999999999 0.083725000000000008 -0.19424999999999998 -0.09601999999999998 -0.057604999999999996 -0.089024999999999979 -0.068454999999999988 0.09832500000000001 -0.014549999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 9 10 -9 -12 13 14 15 16 17 18 -13 21 -16 22 -20 -24 25 -25 -23 -22 -26
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 11 12 -14 -15 20 -17 -18 -19 19 -21 27 26 23 24 28 -27 -28 -29 -30
leaf_value=-0.0008814205852540316 -0.001102125094695297 -0.0011261146518415565 -0.00077104586924107044 0.00098440203249315064 0.0009630081872750955 -0.00078434723125826407 -0.00073448356866419827 -0.00056305989767639327 -0.0006974958195999566 0.0011631318264677503 0.001193659754763368 -0.00064435581104672446 -0.0006968622316745035 0.00091353170033495526 9.9308111441720874e-05 -0.00068862469464540097 0.00089131008876878126 -0.00084432189013901402 -0.00072495620274259974 -0.00050714780455257474 0.00043372136628258752 0.0009934921847505314 0.0011110672625853251 0.00064449330345582448 0.00081591795259787297 -0.00052095228759632174 0.00020813847225350038 0.0013378895638344278 0.00025453215427455366
leaf_weight=0.0017401299952956575 0.0014113538864862765 0.0010438048164272675 0.0013014266180823289 0.0012421292849815321 0.0010673582189131272 0.0014075746141344317 0.0015902960505650978 0.001780137824564979 0.0012679393114782824 0.0015279537047125638 0.0015833855407327733 0.0016867549544364842 0.0014360858811846003 0.0016340016962232964 0.0015084813079049297 0.0019111613417752684 0.0013483417757697005 0.0014009431379632944 0.0017117193541369294 0.0017674773375614414 0.0010643124427279762 0.0018526564489849684 0.0012211567049267439 0.001068875244271573 0.0011472306607936411 0.0018806873878975255 0.0015213168525415885 0.001265430208331253 0.0011223879772694388
leaf_count=578 126 180 287 209 41 80 191 70 20 120 80 192 248 143 28 52 49 85 88 57 93 93 55 64 30 234 258 82 77
internal_value=0 1.82033e-05 5.69898e-05 8.83992e-05 5.91688e-05 8.85502e-05 0.000123292 9.71601e-05 0.000137595 0.000171273 0.000120608 0.000163868 0.000102451 0.00014816 9.48948e-05 -3.88975e-06 6.99214e-05 2.3127e-06 8.14893e-05 0.000173589 0.000600388 0.000277977 0.000128401 0.000355207 0.000178354 -9.86131e-05 0.000639378 0.000924832 0.000538297
internal_weight=0 0.0421012 0.040361 0.0393172 0.0380751 0.0367737 0.0353661 0.0342987 0.0327084 0.0314405 0.0299125 0.0281324 0.026549 0.0251129 0.0234789 0.0196407 0.0177295 0.0163812 0.0149803 0.0132935 0.00383822 0.011526 0.00815206 0.00644034 0.00521918 0.00294956 0.00337397 0.00232974 0.00226962
internal_count=3910 3784 3206 3026 2817 2530 2450 2409 2218 2198 2078 2008 1928 1680 1537 1334 1282 1233 1148 956 203 899 548 460 405 298 351 175 107
is_linear=0
shrinkage=0.00148603


Tree=1729
num_leaves=17
num_cat=0
split_feature=4 12 3 1 48 52 39 16 3 0 52 49 4 1 1 0
split_gain=8.5307e-05 0.000132428 0.000130323 0.000175038 0.00015218 0.000196821 0.000171525 0.000115365 0.000110803 0.000201009 0.000345743 0.000132118 0.000129069 0.000101232 0.000251404 8.92661e-05
threshold=0.27020000000000005 -0.095029999999999989 0.11476000000000001 0.11215000000000001 0.095825000000000007 -0.37613999999999997 0.005105000000000001 -0.38486499999999996 -0.082304999999999975 -0.084154999999999994 -0.069134999999999988 -0.053904999999999988 -0.08422499999999998 0.092550000000000007 0.088385000000000005 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 11 10 -10 -9 -13 14 -12 -2
right_child=15 2 3 -5 -6 6 -8 8 9 -11 13 12 -14 -15 -16 -17
leaf_value=-0.002302558320519421 7.2737341373983801e-05 -0.0027934126076261121 0.0025961693441044578 -0.00049227980894254943 0.0016588773985040696 -0.002273266679289771 0.0021126609991959384 0.0023986161390673346 -0.0027764403073636873 -0.0025750636046913489 -0.00017772188334592073 -0.0011900882122309112 0.0010287623129908935 -0.00062320542559929229 0.0039627359243633378 0.0021799345421232232
leaf_weight=0.0010361241715609029 0.0018848942417246557 0.0012309669266798674 0.0014976488711937455 0.0012770523367007236 0.0014120615128147404 0.0011645002432626146 0.0010771509939644366 0.0010244111943516505 0.0013103369043143409 0.0017170211418342388 0.0012220424824125956 0.0019542894696915189 0.0019848625807104055 0.0010459402156174913 0.0010029067533348091 0.0012598841895631865
leaf_count=100 193 346 52 92 259 118 140 100 107 644 317 470 603 50 40 279
internal_value=0 -0.000169106 -5.22787e-05 0.00117471 -0.000263132 -0.000447326 -0.000233458 -0.000436827 -0.000246935 -0.000786612 -0.000116309 0.00043786 -7.20523e-05 0.000949355 0.00168861 0.000916938
internal_weight=0 0.0199573 0.0189212 0.0027747 0.0161465 0.0147344 0.0135035 0.0124263 0.0112618 0.00629825 0.00458123 0.00496356 0.00393915 0.00327089 0.00222495 0.00314478
internal_count=3910 3438 3338 144 3194 2935 2589 2449 2331 1158 514 1173 1073 407 357 472
is_linear=0
shrinkage=0.0061288


Tree=1730
num_leaves=18
num_cat=0
split_feature=403 52 39 12 48 3 52 52 3 0 160 130 49 15 4 4 15
split_gain=8.43517e-05 8.72541e-05 0.00010241 0.000137159 0.000136948 0.000130594 0.000200854 0.000177405 0.000126609 0.000366267 0.000237745 0.000180989 0.000150992 0.000203042 0.000147961 0.00016311 0.000248841
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.005105000000000001 -0.095029999999999989 0.12649500000000002 0.10420500000000001 -0.014099999999999998 0.11262000000000001 -0.074679999999999983 -0.10071499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.065249999999999989 -0.095799999999999982 0.24280000000000004 -0.082054999999999975 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 8 -7 -8 10 12 -3 -12 -10 -14 15 -13 -17
right_child=1 2 3 -5 -6 6 7 -9 9 -11 11 14 13 -15 -16 16 -18
leaf_value=-0.0015426914736055583 -0.0014542850834156702 -0.0020828187760931465 -0.0004536754050060407 0.002251407806209197 -0.0019408729378054736 0.0033284316863640695 -0.0010580753849538961 0.0021387053799509768 -0.0017284013469525594 -0.0036334281846627805 -0.0014647205305296637 0.0020199223552017382 -0.0004353399571304022 0.0028518552819262804 0.002998389134325962 0.0019326152361035119 -0.0019049309353355881
leaf_weight=0.0011941457928146887 0.001236098176697841 0.0011893986214404134 0.001054698245827268 0.0016970567890160935 0.0011855923988106634 0.0010281747854836709 0.0014887367307161578 0.0010118421833062996 0.0011997443875522151 0.0012479028198060455 0.0010455616373923338 0.0018153916231766721 0.0017812069520353191 0.0010286027315589141 0.0012413610458243129 0.0010004099963426506 0.0014167454750123095
leaf_count=930 372 599 109 298 82 82 117 49 50 354 115 138 70 59 74 119 293
internal_value=0 6.55177e-05 0.000157461 0.0012146 -7.06795e-06 0.000131925 0.00113668 0.00023548 -0.000141515 -0.000846381 0.000339204 0.000781073 2.10387e-05 0.000768022 0.00121004 0.000685534 -0.000316651
internal_weight=0 0.0216685 0.0204324 0.00275176 0.0176807 0.0164951 0.00352875 0.00250058 0.0129663 0.00525746 0.00770887 0.00651947 0.00400955 0.00280981 0.00547391 0.00423255 0.00241716
internal_count=3910 2980 2608 407 2201 2119 248 166 1871 533 1338 739 179 129 624 550 412
is_linear=0
shrinkage=0.00589082


Tree=1731
num_leaves=31
num_cat=0
split_feature=14 1429 133 160 133 403 42 123 1374 124 42 52 1 47 51 1 158 50 1 4 3 3 2 15 151 42 48 150 4 48
split_gain=0.000767547 0.000653257 0.000614998 0.000741077 0.000545397 0.000947954 0.000477278 0.000835473 0.000425929 0.000416886 0.000499925 0.000416271 0.000411655 0.000521602 0.000930852 0.000909445 0.000482435 0.000463892 0.000485398 0.000489865 0.000295643 0.000670845 0.000375458 0.000396538 0.000589837 0.000562345 0.000396698 0.000283601 0.000561971 0.000268952
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.15498499999999996 0.10150000000000002 -0.11403999999999999 1.0000000180025095e-35 0.087785000000000016 -0.013479999999999999 -0.088669999999999985 -0.15154999999999999 0.10471000000000001 0.10887000000000001 0.12342500000000002 0.12446500000000001 0.085110000000000005 0.082310000000000008 0.09112000000000002 0.05309500000000001 -0.11266 -0.084129999999999996 0.10836000000000003 0.091195000000000012 0.056555000000000001 0.084175000000000014 0.08593000000000002 0.08826500000000001 -0.029114999999999999 0.11904500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 11 8 9 -8 -11 -6 16 14 29 -15 17 18 20 -20 -12 -22 23 24 25 27 -27 28 -23 -14
right_child=-2 2 3 4 5 -7 7 -9 -10 10 12 -13 13 15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010632954324291898 -0.0010777439862821366 -0.00096309686484006109 -0.0011117321004863914 0.00095568109680706302 3.0211183555549283e-05 -0.0012530347426343361 -0.00076362004632700724 0.0010513628859902925 -0.00083557084080219187 0.00081954849574579752 0.00065406778397317884 -0.001251390563821205 0.0010644893244523331 -0.0012715197478059643 -0.00042253914449449714 0.00064674016577576023 -0.00093563210688422157 -0.00089705933456595596 -0.00083527057284776102 0.00023036206797288989 -0.00078213377870849934 0.0010417241597648098 -0.00055034083576039109 0.0012379525911368162 -0.00080004749338976006 -0.00078829357530191388 0.00046835550759496882 0.0013515686748803715 -0.00014591531212758578 0.00024364673483008941
leaf_weight=0.0012014466966072104 0.0014583821428421065 0.0012906074763653344 0.0011250584231046737 0.001620466148144927 0.0012437379861776066 0.0011505265346678497 0.0011145053640739802 0.002169407343746029 0.0010411799415681591 0.0023572781436141934 0.0028926200174197317 0.0010175344998481417 0.004031102232993633 0.0010294624102087369 0.0015676823112347194 0.0011616219296683994 0.0011654509643668756 0.0010816381329670768 0.0021533658434504934 0.001708364101809412 0.0015643005558675536 0.0019139198565585325 0.0011120135598160488 0.0010187844056641646 0.0010228726249579267 0.0011945188079742763 0.0010357328631114271 0.0011271939365542494 0.001628414455633137 0.0011281673641860834
leaf_count=180 126 225 261 78 45 192 65 283 81 176 74 112 276 49 47 34 160 325 115 43 354 57 100 98 20 202 46 7 61 18
internal_value=0 1.76993e-05 4.74413e-05 7.82177e-05 0.000110671 7.61199e-05 0.00011586 0.000157212 0.000100244 0.000129761 0.000160979 -0.000546488 0.000108421 0.000375174 0.000580282 -0.000254538 -6.95329e-06 4.86828e-05 0.000104362 -0.000363853 0.000228971 0.000123129 0.000263987 0.000365262 0.000253041 0.000409159 -0.000204703 0.000702351 0.000495765 0.000884997
internal_weight=0 0.044869 0.0436675 0.0423769 0.0412519 0.0396314 0.0384809 0.0362196 0.0340502 0.033009 0.0318945 0.00226127 0.0295372 0.00891804 0.00672695 0.00219108 0.0206192 0.0194537 0.0183721 0.00386173 0.0145104 0.0116178 0.0100535 0.00894144 0.00792265 0.00689978 0.00223025 0.00466953 0.00354233 0.00515927
internal_count=3910 3784 3604 3379 3118 3040 2848 2691 2408 2327 2262 157 2086 424 341 83 1662 1502 1177 158 1019 945 591 491 393 373 248 125 118 294
is_linear=0
shrinkage=0.00148603


Tree=1732
num_leaves=31
num_cat=0
split_feature=14 1213 51 1374 457 484 1 46 48 42 1 47 16 43 4 43 3 13 4 4 129 3 43 160 3 150 42 4 14 3
split_gain=0.000625055 0.000491875 0.000424718 0.000439339 0.000425172 0.000478414 0.000355602 0.0005838 0.000454791 0.000444697 0.000492252 0.000448393 0.000408123 0.000320347 0.00122182 0.000304548 0.000272871 0.000294702 0.000509856 0.000503603 0.000330396 0.000271945 0.000830683 0.000296189 0.000300222 0.000268859 0.000259094 0.000249733 0.000223349 0.000190836
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.090240000000000015 -0.098834999999999992 -0.083374999999999991 0.14000500000000002 0.081930000000000017 0.12675000000000003 -0.11145999999999999 0.10471000000000001 0.096475000000000019 -0.081054999999999974 -0.50749999999999995 -0.51381999999999983 -0.074904999999999985 -0.14218999999999996 -0.091229999999999992 -0.077679999999999985 -0.08422499999999998 0.086720000000000005 -0.078669999999999976 -0.083899999999999988 -0.025614999999999995 -0.069414999999999991 0.10871000000000001 0.083725000000000008 0.0057500000000000008 -0.45687499999999998 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 -7 13 12 -12 -11 -15 -13 -16 18 -18 29 21 22 -21 -23 -25 27 -20 -26 -14 -19
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 11 15 28 14 16 -17 17 19 26 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00087567776042576624 -0.0011004349025526838 -0.00085486251682857111 0.0011003612988176583 -0.00094973038140973298 -0.0010136348369022929 -0.00088251329183262927 0.00077766147287457665 -0.00107628339579584 -0.00077739672652140442 0.00086013106382563269 0.0014483763332074422 0.00064908179552969564 -4.3641212592970833e-05 -0.0016062224106800154 0.00084106481656167948 -0.00048719754061231715 0.0010618702934967988 -0.0012888501397317915 -0.00050038549222457902 0.00024007866511617954 0.00085141719566568779 0.0009578764201117545 -0.001498882336101887 0.00080162886241227915 -0.00074924677113805919 0.00054663066852076673 0.00053767531580346936 5.0095694583249736e-05 0.00089204296208044939 -0.00030222845819906369
leaf_weight=0.0015689171584346564 0.0013630320933267761 0.0013162404953089837 0.0010765798443710386 0.0010522052567679121 0.0010158728693462063 0.0010407731963252833 0.0019272868595972678 0.0011168013047964101 0.0014335555441071781 0.0012449088490598106 0.0018276247209963042 0.0010865295593731616 0.0012242993292241877 0.0011296135155325236 0.0012523757082927188 0.001392407566049414 0.0018744520925935149 0.0010068147638593317 0.0014190710421360065 0.0018579450243561531 0.00126916435710528 0.0010105926711333202 0.0011510776015416693 0.0010553375171034607 0.0019478382813776169 0.0011512731665845877 0.0011077322937032008 0.00210319707062534 0.0014322055805677239 0.0010222673881656744
leaf_count=578 126 126 55 74 283 117 147 50 60 23 200 24 46 37 86 35 43 147 36 222 68 156 493 137 122 20 81 67 180 71
internal_value=0 7.18262e-06 4.31172e-05 7.48648e-05 0.000104665 7.41256e-05 0.000106545 6.63238e-05 0.000107433 0.000150275 0.000187903 0.000559828 0.000863322 6.80278e-05 1.95918e-05 1.08389e-05 0.0001151 6.45247e-05 0.000426229 -5.27419e-05 7.71316e-05 -1.84869e-05 -0.000425147 0.000149869 1.93779e-05 -0.000139309 -4.53071e-05 -0.000334248 0.000460816 -0.000791782
internal_weight=0 0.040115 0.038546 0.0372298 0.0361776 0.035101 0.0340851 0.0321579 0.0310411 0.0296075 0.0285667 0.00696307 0.00448413 0.0216037 0.0203588 0.00247894 0.0192291 0.0179768 0.00440126 0.0135755 0.0115464 0.0102773 0.00300902 0.00726824 0.00625765 0.00520231 0.0025268 0.00405104 0.0026565 0.00202908
internal_count=3910 3784 3206 3080 3006 2951 2668 2521 2471 2411 2294 485 426 1809 1786 59 1749 1663 160 1503 1285 1217 715 502 346 209 117 189 226 218
is_linear=0
shrinkage=0.00160853


Tree=1733
num_leaves=18
num_cat=0
split_feature=41 42 3 15 4 40 0 15 43 43 43 13 52 2 3 1 39
split_gain=9.42978e-05 0.000127302 0.000147816 0.000196209 0.000136577 0.00010662 0.000160551 0.000210141 0.00020112 0.000137772 0.00012641 0.000267504 0.000152126 0.000196345 0.000226815 0.000151418 0.000115421
threshold=0.078535000000000008 -0.11403999999999999 -0.10628499999999998 -1.0000000180025095e-35 -0.34687499999999999 -0.018084999999999997 -0.053834999999999994 0.088190000000000004 -0.084059999999999982 -0.0031199999999999995 -0.069974999999999996 -0.0041499999999999983 0.0033900000000000002 0.11230000000000001 0.094625000000000015 0.092550000000000007 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 16 7 8 -7 -9 -10 -12 13 14 15 -13 -4
right_child=-2 2 5 4 -6 6 -8 9 10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.0019856342366859287 -0.0016978362911278533 0.0037735897773099937 -0.00019299020610793891 -0.0013441201102091212 0.0018126294907167273 -0.0028851250262123883 -0.0019429336365604773 0.0031483104227023034 0.0014941772633291803 4.6373833656687476e-05 -0.002784250452721378 0.00036938716307622157 0.001913053652025407 -0.0027978961708352468 0.0024393429268991453 -0.0027496405642509401 0.0028355589215213173
leaf_weight=0.0011507561418808701 0.0012864990791352495 0.0010104472038235945 0.0010190322885222638 0.0010135334129599549 0.0012378145251291063 0.0011349756670078212 0.0019270823470469234 0.0012968371835438558 0.0017680132722945911 0.0010563917591712166 0.0015364125305461392 0.001723151128235437 0.0015555809389888875 0.0010666816445575877 0.001326392957578193 0.0010001395121351786 0.0010275808131621281
leaf_count=192 195 107 70 111 114 390 284 435 457 284 621 100 134 72 47 33 264
internal_value=0 7.85803e-05 0.000193334 0.00143921 0.000391494 -3.97044e-05 -0.000221515 2.48589e-05 -0.000341734 0.00175582 -5.23811e-05 -0.000385497 0.000166887 -0.000364018 0.000277062 -0.000776088 0.00132761
internal_weight=0 0.0218508 0.0207001 0.0032618 0.00225135 0.0174383 0.0153917 0.0134646 0.0111113 0.00235323 0.00997637 0.00820836 0.00667195 0.00511637 0.00404968 0.00272329 0.00204661
internal_count=3910 3715 3523 332 225 3191 2857 2573 1854 719 1464 1007 386 252 180 133 334
is_linear=0
shrinkage=0.00637641


Tree=1734
num_leaves=19
num_cat=0
split_feature=11 4 3 158 159 15 151 160 133 15 42 2 15 15 52 1 4 3
split_gain=9.48956e-05 0.000123551 0.000160794 0.000112683 0.000130032 0.000122356 0.000167809 0.000177916 0.000196979 0.000172753 0.00013573 0.000211168 0.000210038 0.000154412 0.000215651 0.000161896 0.000131963 2.36189e-05
threshold=0.088315000000000018 0.27608500000000008 0.11818000000000002 0.085745000000000002 0.073745000000000019 -0.11739999999999999 -0.088294999999999985 -1.0000000180025095e-35 -0.0023199999999999996 0.087210000000000024 0.081685000000000021 0.099990000000000009 0.014775000000000002 -0.017214999999999998 -0.080899999999999986 0.094165000000000013 -0.0048949999999999992 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 9 -9 12 16 13 14 -10 -16 -12 -14
right_child=-2 2 -4 -5 -6 6 7 8 10 -11 11 -13 17 -15 15 -17 -18 -19
leaf_value=-0.0018765404673551159 -0.0016110932274592566 0.0027897672451651584 -0.00017065102517281483 -0.0017953454270767219 0.0013708104221157654 0.0021132414439234328 -0.0018044851713661365 -0.0029296082561659801 -0.0022671604882245531 0.00018606740667906482 0.00085450821115359713 -0.00079403676461848357 -0.00095639147802724475 0.0017509848043981634 -0.00047408158544323692 0.0023448738065745089 0.0034815227475851209 -0.0021372193865501323
leaf_weight=0.0011089225292440106 0.0010532282773267889 0.0010744284126529618 0.0010994221919171376 0.0010661896417141345 0.0019053251334678603 0.001033624752721952 0.0017111950505384931 0.0011131104486820096 0.001024816554528683 0.0010011147493199646 0.0011000041626975238 0.0010010039243184277 0.0010026588884235466 0.0019263254001597504 0.0014485823829473166 0.0010341968287015391 0.001167354891667749 0.0010041044331595139
leaf_count=193 145 259 135 317 347 137 594 396 108 283 365 109 144 117 42 44 58 117
internal_value=0 6.14284e-05 0.00129254 -7.47778e-05 2.39423e-05 -0.000129935 -5.52393e-06 -0.000156201 6.37536e-05 -0.00145429 0.000363453 0.00128789 -4.26128e-05 0.000513047 -0.000166812 0.000700149 0.00220703 -0.00154723
internal_weight=0 0.0218224 0.00217385 0.0196485 0.0185823 0.016677 0.0155681 0.0145345 0.0128233 0.00211423 0.010709 0.00326836 0.00744068 0.00543392 0.0035076 0.00248278 0.00226736 0.00200676
internal_count=3910 3765 394 3371 3054 2707 2514 2377 1783 679 1104 532 572 311 194 86 423 261
is_linear=0
shrinkage=0.0054422


Tree=1735
num_leaves=18
num_cat=0
split_feature=3 484 151 474 156 457 11 48 457 1 52 13 15 15 1 15 52
split_gain=8.67273e-05 0.000101113 0.00010573 0.000135158 0.000195065 0.000125465 0.000111595 0.000176313 0.000267821 0.000130067 0.000111596 0.000168771 0.000210554 0.000148457 0.000201052 0.000107439 0.000100681
threshold=0.24227500000000002 -0.0043499999999999988 0.087190000000000017 0.084655000000000022 1.0000000180025095e-35 -0.0015249999999999997 0.080455000000000013 0.016865000000000002 0.41137000000000007 0.077800000000000022 0.11588000000000002 -0.094679999999999986 0.088615000000000013 -0.017214999999999998 0.077800000000000022 -0.10071499999999999 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 10 9 -9 11 -7 13 15 16 -13 -15
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.0015934187298655516 0.0015500939786402155 -0.0020673636758605993 0.0016626830353293079 0.0016779075657797711 -0.0027497466490832034 0.0016006019661936469 -0.0017888495047681484 0.00071690301705406505 -0.0013663561434969428 0.0032277271760741246 -0.0016520557468562051 7.6089466880100264e-05 -0.0025583081402842417 -0.0012241300393789302 0.0031049722456409179 -0.0024821573793787745 0.001290069968108164
leaf_weight=0.0014659427512460658 0.001165208421128521 0.0010393466474557791 0.0012578724036171737 0.0013725683848023742 0.0010137762326028884 0.0018895805335913925 0.001067992979611355 0.0012539232455130314 0.0010114638971572276 0.001668785298976308 0.0015951439484283162 0.0013154589737231631 0.0012646262349952364 0.0012012028169161911 0.0010071308960002689 0.0010048301655558147 0.0010237855031518528
leaf_count=605 179 95 114 270 293 98 132 181 19 194 333 135 458 323 133 207 141
internal_value=0 -0.000100105 9.41884e-06 -0.000101614 -0.000242335 -8.68002e-05 4.77073e-05 0.000185487 0.00124634 0.00215051 -0.000219644 4.27891e-05 -0.000389013 0.000105069 0.000921204 -0.00103179 -6.72694e-05
internal_weight=0 0.0214534 0.0199875 0.0187296 0.017357 0.0163433 0.0153039 0.0142359 0.00393417 0.00292271 0.0103018 0.00870662 0.00681703 0.00555241 0.00323212 0.00232029 0.00222499
internal_count=3910 3731 3126 3012 2742 2449 2354 2222 394 375 1828 1495 1397 939 597 342 464
is_linear=0
shrinkage=0.00589082


Tree=1736
num_leaves=31
num_cat=0
split_feature=14 1429 1213 151 4 483 484 403 131 13 16 15 48 2 159 52 16 52 1186 133 13 47 151 16 2 1 1 0 16 0
split_gain=0.000623029 0.000658009 0.000624658 0.000428529 0.000545919 0.000549158 0.000531366 0.000667419 0.000373875 0.000377575 0.000692855 0.000642758 0.000343072 0.000580083 0.000556151 0.000473459 0.000419082 0.000538157 0.000576591 0.000377696 0.0005638 0.000330818 0.000318155 0.000253247 0.000265179 0.000254427 0.000389573 0.000192691 0.000164115 0.000277481
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.091685000000000016 0.084225000000000008 -1.0000000180025095e-35 0.10033500000000002 -0.091229999999999992 0.28937500000000005 -0.19153499999999998 0.095285000000000009 0.11230000000000001 -0.22646999999999998 -0.27466499999999994 0.24895000000000003 0.091715000000000005 0.085080000000000003 0.083815000000000014 -0.0024749999999999993 0.09550500000000002 -0.051109999999999996 -0.09601999999999998 0.086650000000000019 0.095575000000000007 0.090905000000000014 -0.13506999999999997 -0.50763499999999995 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 10 11 -9 14 -14 -11 -16 17 18 19 20 -17 22 -22 24 -24 26 -25 -8 -13 -30
right_child=-2 2 3 4 -6 -7 27 8 -10 12 -12 28 13 -15 15 16 -18 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0010663003751467288 -0.00096331670893936628 -0.00085067548480273665 -0.00077987648432112095 -0.0010932038119738591 0.001102528892213653 -0.0008266121301421578 0.0011543351912549698 -0.00053252400900620815 0.00081084064497245355 0.00088672511825068116 -0.00071219034979777627 0.0012258050841876715 0.00088895893971800515 -0.00030716135400157081 -0.00086213134910399401 -0.0011043434942322613 0.00063913666644077301 -0.00084915450184584198 0.00088897668098799688 0.00042611967190907897 0.00041966377081121539 0.00058400668612093869 -0.00045775839091196562 -0.00040735232789644045 0.00049977699597393945 5.7463618582449398e-05 -0.0014571094045560283 0.00038259675396691735 0.00028147801521575166 0.001018938027348296
leaf_weight=0.0011768353822413915 0.0014468356086163583 0.001615177634544245 0.0012134429404921923 0.0010437902344451458 0.0011182753296868622 0.0013975583793679044 0.001202294001995341 0.001036509077045944 0.001459829472095441 0.0011378023362416103 0.0011360784437641769 0.0010846433412616818 0.0020525701006178223 0.0014819120317245138 0.0018512018111771457 0.001439267095848293 0.0015371799628758334 0.0020777582558341714 0.0012515802286436903 0.0020544794323803179 0.0013373889807966645 0.0012155069320283216 0.0012357938901317216 0.0022187387895937901 0.0012198299377916832 0.0010567184170593436 0.0011337869632028763 0.001601359083351849 0.0025586732641196264 0.0018776844974990317
leaf_count=180 126 578 83 519 207 225 29 38 58 97 17 38 98 69 173 207 63 171 30 237 85 13 16 77 35 21 28 196 136 60
internal_value=0 8.36729e-06 3.80226e-05 7.30055e-05 9.89967e-05 6.99986e-05 0.000103591 5.4021e-05 8.98143e-05 5.69163e-05 0.000338197 0.000520175 -3.21339e-05 0.000387458 -0.000103547 -0.000160948 -8.79348e-05 -0.000156751 -5.51742e-05 -0.000146696 -0.00025509 -0.000125303 -0.000230417 -0.000357063 1.78968e-05 -0.000565888 -0.000762369 0.000713542 0.000717807 0.000593607
internal_weight=0 0.0438237 0.0426468 0.0410317 0.0398182 0.0386999 0.0373024 0.0344987 0.0334549 0.0319951 0.00769359 0.00655751 0.0243015 0.00353448 0.020767 0.0196292 0.017778 0.0162408 0.0141631 0.0129115 0.010857 0.00941776 0.00820226 0.00686487 0.00245562 0.00440924 0.00335253 0.00280365 0.005521 0.00443636
internal_count=3910 3784 3604 3026 2943 2736 2511 2286 1767 1709 289 272 1420 167 1253 1156 983 920 749 719 482 275 262 177 51 126 105 225 234 196
is_linear=0
shrinkage=0.00145689


Tree=1737
num_leaves=31
num_cat=0
split_feature=14 1429 1213 160 160 12 43 484 50 42 52 133 13 0 0 16 15 3 1 4 151 52 4 0 12 42 51 0 47 4
split_gain=0.000877238 0.00069642 0.000492523 0.000426363 0.000508262 0.000724636 0.000570222 0.00042183 0.000878114 0.000414078 0.000893564 0.000739872 0.000643931 0.000354954 0.00059062 0.000560649 0.000372247 0.00039066 0.000511924 0.000394392 0.00039908 0.000557506 0.000373346 0.000298529 0.000261624 0.000254715 0.000216981 0.000187119 0.000204674 9.45966e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40446999999999994 -0.064339999999999994 1.0000000180025095e-35 0.24789500000000006 -0.0043499999999999988 0.10030500000000002 0.088115000000000013 0.11401500000000002 0.091545000000000015 -0.098524999999999988 -0.017269999999999997 0.12346000000000001 0.041215000000000009 0.088615000000000013 -0.083344999999999989 0.085990000000000011 -0.00072999999999999985 -0.044604999999999992 -0.068164999999999989 0.05309500000000001 -0.062649999999999983 0.090195000000000011 -0.089024999999999979 0.043405000000000006 -0.053834999999999994 0.088495000000000004 0.00096500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 26 7 -6 9 10 12 27 23 15 -15 16 17 25 -19 -20 -21 -22 -23 24 -9 -14 29 28 -11 -5
right_child=-2 2 3 4 6 -7 -8 8 -10 11 -12 -13 13 14 -16 -17 -18 18 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011242567511045133 -0.0011103945022185703 -0.00073114694506494146 -0.00075575375301911198 0.00083780513572315977 -0.00068020387591723977 -0.00033628248264135036 -0.00098412681532507253 0.00067195351470493989 0.0012155884989952911 0.00097324337155873489 -0.0011365045927155151 -0.00049330590393526148 0.00086959981822547466 0.0012070098819829942 -0.00033041158738561152 -0.0010544710816327481 -0.00090924794125161524 -0.0010203250586783179 0.00079784530558320006 -0.00097938739854061909 0.00072241568636847889 -0.0010422459691958237 1.996234780843295e-05 0.0011505659424956682 -0.00024302610161124134 1.0453864206205785e-05 0.000387672755853039 7.4274576622192066e-05 0.00031422609287738262 0.0014027020208968726
leaf_weight=0.0011149756377286648 0.0015328017862604728 0.001673725392373481 0.0012660995923181586 0.0013564975214812583 0.0015100740193461906 0.0015321381196235911 0.0011263924044401233 0.0015784513710985215 0.0014482433780773621 0.002892458692932226 0.0014942121138763467 0.0016773629069650742 0.0014965693187710127 0.001081870218219024 0.0010404104206594988 0.0014174073568657972 0.0010633530997270499 0.0012715576609486634 0.0010719611869933676 0.0010444847299084809 0.0015775677238138988 0.0010612590610890107 0.0020766764338207566 0.0012370651609676054 0.001144052781836713 0.0014345272662923307 0.0014164834533509918 0.0011017038977884494 0.0015290814888526683 0.0011735479965547801
leaf_count=180 126 578 243 59 336 396 169 84 88 140 32 204 75 80 56 123 92 107 75 55 18 33 57 40 28 182 33 67 46 108
internal_value=0 1.17348e-05 4.27827e-05 7.58935e-05 0.000103708 0.000514088 3.42656e-05 7.09727e-05 0.000109114 5.24745e-05 -5.05091e-05 0.000354126 3.22939e-05 -0.000100595 0.000453316 -0.000187574 -8.60075e-05 -6.67567e-06 -0.00017154 -1.35648e-05 -0.000164572 1.59097e-05 -0.00033928 0.000557115 0.00028746 0.00044912 0.000844223 0.000611483 0.000745338 0.00109983
internal_weight=0 0.0419102 0.0407952 0.0391215 0.0378554 0.00547867 0.0323767 0.0312504 0.0297403 0.028292 0.0210914 0.00720061 0.0195972 0.0156376 0.00212228 0.0135154 0.012098 0.0110346 0.00810351 0.00683195 0.00575999 0.0047155 0.00313794 0.00395957 0.0027225 0.0029311 0.00394653 0.00552324 0.00442154 0.00253005
internal_count=3910 3784 3604 3026 2783 596 2187 2018 1682 1594 1137 457 1105 953 136 817 694 602 345 238 163 108 90 152 112 257 200 253 186 167
is_linear=0
shrinkage=0.00145689


Tree=1738
num_leaves=31
num_cat=0
split_feature=9 1213 1429 14 4 480 457 457 51 1 47 38 147 52 47 47 160 15 13 2 15 42 3 151 0 48 12 43 0 1186
split_gain=0.00075094 0.000621798 0.000633977 0.000610052 0.000509836 0.000562102 0.000427629 0.000438781 0.000407933 0.00055991 0.000634377 0.000436932 0.00038132 0.000508387 0.000407375 0.000902105 0.000445319 0.000318654 0.000288813 0.000456741 0.00030647 0.000326466 0.000300459 0.000294648 0.000458025 0.00032806 0.000326658 0.000379331 0.000522842 0.000462804
threshold=-0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.51060500000000009 0.08598500000000002 -0.15747999999999998 -0.067474999999999993 -0.40274499999999996 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 0.089245000000000005 0.18936500000000003 0.09550500000000002 1.0000000180025095e-35 -0.077604999999999993 -0.10981499999999998 -0.07409499999999998 0.10393500000000001 0.090325000000000003 0.085330000000000003 0.15165000000000003 0.056555000000000001 -0.23029999999999998 0.086215000000000014 0.10129000000000001 -0.16369999999999998 -0.082074999999999995 0.083355000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 10 11 12 13 14 15 16 -10 -16 19 20 21 -18 -21 24 -20 26 27 -26 29 -29
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 17 -17 18 -19 23 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011031187736873314 -0.0008466580152533302 -0.00099868020330647501 0.00088286649441332674 -0.00092387292175586549 0.00098511080316602629 -0.00097509109793961538 -0.00065837570934267021 -0.00076103378220683982 0.00072645612840921609 0.00082285028795639481 -0.00090179289127841609 -0.00070299032941214764 0.00083649238310182369 -0.00065415202266773127 8.3471960520295816e-05 -0.0010148168409500288 0.00056705279997675299 0.0010429373679995291 0.00053148138594506962 -0.00070181820205833794 0.00096788893238082139 -0.00025717309904180202 0.00028868798084475897 -0.00061866432179526556 0.00068299217014247378 -0.00085012026214814379 -0.00068941486102174409 -0.00014598751877828564 -0.00056170012847054989 0.001021801890164735
leaf_weight=0.0010539636930219773 0.0016915042683526551 0.0011517496048857592 0.0010721066695875683 0.001218096517017985 0.0010143777902458647 0.0010046870725488035 0.0016469484232366485 0.0010804495140881434 0.00206960996459049 0.0017387311778078582 0.0012488720370802389 0.0012469335415066221 0.0012545824768461214 0.001618389117613305 0.0010950633432709189 0.0013164058311531659 0.0024543829297924936 0.0014672679618354936 0.0024614493146941493 0.0011842268496644326 0.0016595785282995656 0.0013490667198841622 0.00104376583134691 0.0014847004431555186 0.0014897238687794348 0.0010046537586977378 0.0011544534351243807 0.001525922208738914 0.0022838135935967846 0.0010295984780803735
leaf_count=121 592 179 40 109 130 223 206 95 170 76 74 59 107 277 61 74 106 42 28 65 58 122 33 21 56 80 129 200 344 33
internal_value=0 -4.68e-05 -1.40957e-05 1.41006e-05 4.33967e-05 1.82488e-05 4.52357e-05 2.0227e-05 5.28472e-05 7.93489e-05 3.82342e-05 7.71157e-05 0.00011072 7.78394e-05 0.000123274 6.77345e-05 0.000131942 0.000632891 7.08043e-05 0.000275818 0.000485282 0.000274704 -0.000237788 -5.6003e-05 2.02904e-05 -0.000127948 -3.09969e-05 8.9102e-05 -9.37192e-05 0.000324505
internal_weight=0 0.0430611 0.0413696 0.0402179 0.0389998 0.0379854 0.0369807 0.0359086 0.0342616 0.0331812 0.0314425 0.0301936 0.0289467 0.0276921 0.0260737 0.0235114 0.0221949 0.00256233 0.0201253 0.00769102 0.00546303 0.00380345 0.00222799 0.0124343 0.0109496 0.00848817 0.00748351 0.00632906 0.00483933 0.00255552
internal_count=3910 3789 3197 3018 2909 2779 2556 2516 2310 2215 2139 2065 2006 1899 1622 1519 1445 103 1275 384 286 228 98 891 870 842 762 633 577 233
is_linear=0
shrinkage=0.00134594


Tree=1739
num_leaves=31
num_cat=0
split_feature=1213 14 1429 1374 457 457 151 150 15 158 159 160 133 128 43 4 1374 16 15 3 48 3 1 0 47 13 52 0 15 43
split_gain=0.000640604 0.000596328 0.00057251 0.000501171 0.00072059 0.000492029 0.000460328 0.000519595 0.000530157 0.000498851 0.000766167 0.000670472 0.000685615 0.000564528 0.000514228 0.00109013 0.000432018 0.000575054 0.000754286 0.000558773 0.000601672 0.000511499 0.000496873 0.000740729 0.000536352 0.000408963 0.000355699 0.00035218 0.000326973 0.000269501
threshold=-0.081334999999999977 0.077685000000000018 -1.0000000180025095e-35 0.09309000000000002 -0.098834999999999992 -0.066264999999999991 -0.40391999999999995 -0.094019999999999979 -0.46673499999999996 0.087355000000000016 0.08764000000000001 -0.217635 -0.26719999999999994 0.086435000000000012 -0.50992999999999988 -0.51381999999999983 -0.094679999999999986 -0.083144999999999983 -0.10312999999999999 -0.075679999999999983 0.086870000000000017 -0.088024999999999978 0.076710000000000014 -0.087614999999999985 0.081320000000000017 -0.0097449999999999985 -0.0066199999999999991 -0.10071499999999999 -0.19153499999999998 -0.073684999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 10 11 -10 -13 14 -14 -16 -17 22 -19 20 21 -20 23 -18 -24 29 -27 -28 -26 -21
right_child=1 -3 3 -5 5 6 7 8 9 -11 -12 12 13 -15 15 16 17 18 19 25 -22 -23 24 -25 28 26 27 -29 -30 -31
leaf_value=-0.0012134862739067562 -0.0011842616667386602 -0.0010438965139485357 0.0012763170089288309 -0.0010838813863827726 -0.0010399091210564857 -0.00089906734730888448 0.0012560102733350409 0.0013148973970011585 -0.0010994594563949857 -0.00087814786597409844 0.0010133756970723152 -0.0012719934691591192 0.0013040592552393574 -0.00090716252200338506 -0.0013669183397523594 -0.0004633328972293937 -0.00078137199505168428 -0.0012943659077290658 -0.00019090638748079055 0.0016411035395186473 0.0005834104138963635 -0.0016911661215065052 0.0012971651746660692 0.00063985123590845465 -0.00027904264888734356 -0.00046919526560370884 0.0010223183779553874 -5.2662124802332346e-05 0.00081347808113716954 0.00054837757696747549
leaf_weight=0.0012635711656212014 0.0010660064187533727 0.0014929832104204612 0.0014891363386464454 0.0010504924530962958 0.0011361775125251486 0.0013050031956236543 0.0011617815515005949 0.0010153445785592288 0.0014452738843968574 0.00156647840891072 0.0025217418847736086 0.001044219205819096 0.0011490029563816498 0.0014476966358826912 0.0013347954771436429 0.0025038081510118096 0.0016720045395558492 0.0011299423518432638 0.0015901397335438142 0.0010239115309782498 0.001334236909007358 0.0011346729454495552 0.0036647978551846844 0.0029606034625800758 0.0013965712759493321 0.0018361531874824255 0.001684649509030578 0.0018778985277792502 0.001862941338742985 0.0018385168766190951
leaf_count=383 180 121 57 64 168 78 29 145 232 221 198 176 19 125 50 43 142 83 178 25 41 360 220 157 35 99 16 58 43 164
internal_value=0 1.79064e-05 5.21867e-05 8.13615e-05 0.000109101 6.83363e-05 9.8676e-05 0.000131068 9.7587e-05 6.50781e-05 0.00010561 3.81471e-05 8.87573e-05 0.000133949 0.000184198 0.000139591 0.000212685 0.000280371 4.04269e-05 0.000162847 -0.000355768 -0.000815648 0.000559621 0.000126902 0.000849125 0.000417665 0.000141115 0.000455672 0.000345376 0.000939254
internal_weight=0 0.047737 0.046244 0.045178 0.0441275 0.0426384 0.0415022 0.0401972 0.0390354 0.0380201 0.0364536 0.0339318 0.0324866 0.0314423 0.0299946 0.0288456 0.0275108 0.025007 0.0134501 0.0123202 0.00405905 0.00272481 0.0115569 0.00463261 0.00692431 0.00826113 0.0053987 0.00356255 0.00325951 0.00286243
internal_count=3910 3527 3406 3226 3162 3105 2937 2859 2830 2685 2464 2266 2034 1858 1733 1714 1664 1621 1024 941 579 538 597 299 298 362 173 74 78 189
is_linear=0
shrinkage=0.00170698


Tree=1740
num_leaves=31
num_cat=0
split_feature=14 1429 1213 3 1374 457 151 4 123 158 159 2 1 1 2 2 42 42 49 14 13 2 1 49 42 1 4 4 2 0
split_gain=0.000681061 0.000591171 0.000486439 0.000418632 0.000478156 0.000455765 0.000341662 0.000382658 0.000354693 0.000455219 0.000467653 0.000395508 0.000462282 0.000394815 0.000417194 0.000415732 0.000347142 0.000339325 0.000492288 0.000311602 0.000276897 0.000392569 0.000182886 0.000268027 0.000491909 0.000315048 0.000310609 0.000186297 0.000169991 0.000117951
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30601500000000009 0.086000000000000007 -0.098834999999999992 -0.40391999999999995 0.28937500000000005 0.092740000000000017 0.085745000000000002 0.073745000000000019 0.11339500000000001 0.12381000000000002 0.13084000000000004 0.11085000000000002 0.10457000000000001 0.09901500000000002 0.091230000000000019 -0.085974999999999982 -0.45687499999999998 -0.094679999999999986 0.096750000000000017 0.095575000000000007 -0.0090499999999999973 -0.088669999999999985 0.077800000000000022 -0.0096849999999999974 0.00046500000000000008 0.11362000000000001 -0.080229999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 10 11 13 -13 14 15 16 17 18 -8 -9 -20 22 23 27 -25 -26 -27 -22 -21 -12
right_child=-2 2 3 -5 -6 6 7 19 -10 -11 29 12 -14 -15 -16 -17 -18 -19 20 28 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0010898763785498809 -0.00099348878343789556 -0.00073160684932157855 0.0010341049761546026 0.00080420764153053142 -0.00089835580558840934 -0.00077182251683130271 -0.00077686047865007757 -2.3696519965403777e-05 -0.00081676665056013291 -0.00076562173599721822 0.00040140093494715214 -0.0010823413323112492 0.00020872518667223178 0.00077607129652356561 0.00081625160207896344 -0.00075867109825144587 -0.0006556943015840743 0.0006708202355877761 0.00060359875117224865 0.00046417333845510212 0.00081686446805095936 -0.00081541135891430631 0.0005184048388880611 0.00051748541053282858 -0.0010212119814377212 0.00049564737271313953 -0.00053116130995699469 -1.2124892013510075e-05 0.001295896350692328 0.0010854566918688149
leaf_weight=0.0010049181080057082 0.0014782013295404619 0.0016531067712896854 0.0010174925027364159 0.0016036296019001908 0.001108997974000602 0.0010543686894246554 0.0014544064899084672 0.001307828433579572 0.0010440839845475827 0.0013880464578188969 0.0010703383227858576 0.0013714737232120014 0.0010313184641290718 0.0016662954077411021 0.001368075386492972 0.0014784702397490071 0.0013828203976892486 0.0019747355011305858 0.0020835019388902804 0.0010349555126606949 0.0012462070647474869 0.0010669506287193107 0.0019197924806767528 0.0016338773081439198 0.0012976799564581622 0.0010006275106619889 0.0016670619910899021 0.0010689282459637184 0.0010515019860518199 0.0010697485692587874
leaf_count=180 126 578 41 162 98 71 78 61 50 225 141 133 36 24 46 98 189 162 54 111 72 111 112 129 400 125 72 23 124 78
internal_value=0 1.34658e-05 4.18112e-05 7.59392e-05 4.33712e-05 7.34246e-05 4.44476e-05 7.07843e-05 1.71113e-05 4.79409e-05 8.99955e-05 3.34161e-05 -0.000528194 9.39032e-05 3.88392e-05 -1.63388e-05 4.53313e-05 0.000104391 2.6924e-05 0.000533852 0.000116956 2.39451e-05 0.00011501 1.7159e-05 -0.000155239 -0.000432425 -0.000146014 0.000434109 0.000883333 0.000743335
internal_weight=0 0.0401212 0.0391163 0.0374632 0.0358596 0.0347506 0.0337331 0.0326787 0.0292844 0.0282404 0.0268523 0.0247122 0.00240279 0.0223094 0.0206431 0.0192751 0.0177966 0.0164138 0.014439 0.00339429 0.0129846 0.0109011 0.00983417 0.00791438 0.00559925 0.00396537 0.00266769 0.00231514 0.00208646 0.00214009
internal_count=3910 3784 3604 3026 2864 2766 2725 2654 2358 2308 2083 1864 169 1695 1671 1625 1527 1338 1176 296 1098 1044 933 821 726 597 197 95 235 219
is_linear=0
shrinkage=0.00145689


Tree=1741
num_leaves=31
num_cat=0
split_feature=14 1213 1456 3 453 51 39 1 51 48 1 4 12 13 48 43 16 1186 16 4 2 13 0 51 42 15 47 43 3 2
split_gain=0.000678683 0.000569729 0.000409811 0.000371627 0.000379078 0.000321955 0.000342033 0.000585879 0.00026312 0.000465057 0.000550214 0.000349811 0.00026053 0.000297934 0.000334186 0.000361286 0.00052823 0.00033383 0.000378824 0.000331149 0.000258416 0.00049717 0.000696898 0.000329487 0.000256237 0.000252451 0.000232704 0.000173842 6.81303e-05 6.7343e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30601500000000009 0.086795000000000011 -0.40274499999999996 0.005105000000000001 0.086245000000000002 0.13881000000000002 0.11930500000000001 0.11198000000000001 0.27608500000000008 0.10852500000000001 -0.094679999999999986 0.095825000000000007 -0.50749999999999995 0.15737500000000001 0.084620000000000015 -0.014099999999999998 -0.013199999999999998 0.084065000000000015 0.019675000000000002 -0.23029999999999998 0.089355000000000004 -0.0060199999999999993 -0.042544999999999993 0.09252500000000001 0.070805000000000021 -0.078669999999999976 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 9 10 12 -12 13 25 15 -15 17 18 20 -20 26 22 23 -22 -9 -7 28 -27 -17 -24
right_child=-2 2 3 -5 -6 6 7 24 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00094607974360903433 -0.0011550569746129578 -0.00082236372837485208 -0.00079843012821573798 0.00093393918238606117 -0.00090106687008982013 -0.00010342167630693004 -0.00042442080051616242 0.00037866783226809663 -0.00065668864505251064 -0.00094888897754682197 0.00031823074298598726 0.0014410221525161702 -0.00068893433463027823 0.00085967514581549104 0.00072908548757933463 0.00011830582405324436 -0.0010485604889777422 0.00082689161776004457 0.0009734501665548572 -0.00011024136017482278 0.00054226177366796177 0.0004753049173037119 -0.001608574782422708 -0.00072281595444725682 0.00141555820274542 0.00039494347488766893 -0.00049230384178907207 0.0012418944960434298 0.00071108598913864705 -0.0010488915412200817
leaf_weight=0.0015332768990343184 0.0013322408044694747 0.0013237020026254783 0.0010259885762192713 0.0012981650226309696 0.0010360224908443341 0.0012113576309940033 0.0010596262919615454 0.0010330919414345274 0.0012798906896251397 0.0010668572460641448 0.001718647198813982 0.0012330306514567457 0.0011775504737461797 0.0010009774884345264 0.0014702876201800321 0.0010043900647973558 0.0014829820432649696 0.0010674672393702353 0.0013449929071825406 0.0015944737556610336 0.0010882229964863576 0.0010952003828645918 0.0012524682540721943 0.0010434085072574817 0.0015296970026085072 0.0013437654901560193 0.001153364328718709 0.001175608131339656 0.0010022522863242164 0.0010006458076585178
leaf_count=578 126 312 95 161 60 64 66 23 99 46 64 83 141 32 99 189 212 52 184 195 41 58 363 17 295 46 28 30 72 79
internal_value=0 1.36996e-05 5.56088e-05 9.00024e-05 5.62846e-05 8.78153e-05 0.000117696 0.000581614 5.5009e-05 9.06913e-05 0.000136032 0.000787264 4.66652e-05 8.92685e-05 -3.03692e-06 -7.41784e-05 -0.000140334 -3.38345e-05 -0.000113182 0.000385616 -0.000282882 -0.000494128 -0.000736268 -7.69789e-05 0.000997575 0.000500012 8.34514e-05 0.000790154 0.00041438 -0.00136001
internal_weight=0 0.0366474 0.0351141 0.0337904 0.0324923 0.0314562 0.0304303 0.00362242 0.0268078 0.025528 0.0244611 0.00295168 0.0215094 0.0203319 0.0166011 0.0151308 0.0141299 0.0126469 0.0115794 0.00293947 0.00863995 0.00547995 0.00438475 0.00213163 0.00256279 0.00373073 0.00316001 0.00251937 0.00200664 0.00225311
internal_count=3910 3784 3206 2894 2733 2673 2578 384 2194 2095 2049 147 1902 1761 1621 1522 1490 1278 1226 379 847 558 500 58 318 140 289 76 261 442
is_linear=0
shrinkage=0.00160853


Tree=1742
num_leaves=31
num_cat=0
split_feature=14 1429 1212 51 51 12 43 376 42 42 403 45 43 4 3 1 47 47 47 12 133 160 48 51 160 3 49 16 1 2
split_gain=0.000607108 0.000620577 0.000536085 0.00034713 0.000452715 0.00054873 0.000356889 0.000464423 0.000284099 0.000668693 0.000559723 0.000389075 0.000375475 0.000521272 0.000517316 0.000423799 0.000620784 0.000374004 0.000318691 0.00031167 0.000345938 0.00024067 0.000999337 0.000492456 0.000354686 0.000282483 0.000344731 0.000448883 0.00050975 0.000236766
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 -0.056469999999999992 0.051320000000000005 0.24789500000000006 0.048375000000000008 -1.0000000180025095e-35 -0.086109999999999978 0.03138500000000001 0.093765000000000015 -0.50329499999999994 -0.48072499999999996 -0.16059999999999997 0.122185 0.10887000000000001 0.09550500000000002 0.091010000000000021 0.099370000000000014 0.093845000000000026 0.087825000000000014 0.08784500000000002 0.08955500000000001 -0.10117499999999999 -0.082304999999999975 -0.07107999999999999 -0.15168999999999996 0.091845000000000024 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 29 7 8 9 10 -6 12 -10 -14 -15 16 17 18 19 20 21 24 -23 -24 -16 -26 -27 -28 -29 -5
right_child=-2 2 3 4 6 -7 -8 -9 11 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0012205515601251891 -0.0010778943114712685 -0.00093627935636912446 -0.00077961873174698933 0.001525651409372419 -0.00074962932015571967 -7.0527558746700692e-05 -0.0008532469365022347 0.0008928135241061915 0.0010443749195610252 -0.0014806977029871522 0.00060138935386156995 -0.00083124422515810231 -0.0010094151301769778 0.0011642569064022191 -0.00048320545798609307 0.00070922636676453528 -0.0011793735167059509 0.00086247261090840728 -0.00080358686866188929 -0.00071657148175532752 -0.00068069437355928119 -0.0012972933230893521 0.0011094883681609271 -0.00016563972478867599 0.00084714640137044763 -0.00048257282176331268 0.0010321326764061924 -0.00049108320543108936 0.00091505290641770247 0.00054094321845146731
leaf_weight=0.0010071459852558631 0.0013356311857333205 0.00137218375682746 0.0011698325672201406 0.0013017700857386174 0.0013810227831835553 0.0018614109197607198 0.0010979356923725416 0.0015874636207356399 0.0010411568694550502 0.0010123562370284158 0.0017030739936778616 0.0011237727467303662 0.00105048133586915 0.0011358475624184015 0.0011904102588710672 0.0023386610946321404 0.0010518908065426649 0.0013584884636457231 0.0011374256138931829 0.0011961145084686672 0.0012383736900075668 0.0012716470393847054 0.001285757533970866 0.0018185118675830836 0.0028001977605184736 0.0012875569420989219 0.0018861921556960638 0.0017211404231498445 0.0010217715951639228 0.0011381608814616806
leaf_count=180 126 273 120 44 279 264 173 152 17 304 76 35 51 54 233 199 71 76 25 101 234 118 27 33 162 50 69 163 68 133
internal_value=0 2.25025e-06 3.25982e-05 6.65062e-05 9.25278e-05 0.000574343 3.10986e-05 6.08466e-05 1.83139e-05 -0.000368621 -3.58115e-06 7.7117e-05 0.000116634 7.76706e-05 0.000125774 7.35903e-05 2.37069e-07 6.48175e-05 4.12865e-06 5.90834e-05 0.000118857 0.000188179 -0.000119834 0.000362506 0.000324224 0.00043449 0.000239191 0.000439945 3.27214e-05 0.00106631
internal_weight=0 0.0415878 0.0405806 0.0392084 0.0380386 0.00430134 0.0337373 0.0326393 0.0310519 0.00409645 0.0030841 0.0269554 0.0258316 0.0247905 0.02374 0.0226041 0.0202655 0.0192136 0.0178551 0.0167177 0.0155216 0.0142832 0.00437592 0.00310427 0.00990727 0.00871686 0.00591666 0.0046291 0.00274291 0.00243993
internal_count=3910 3784 3604 3331 3211 441 2770 2597 2445 659 355 1786 1751 1734 1683 1629 1430 1359 1283 1258 1157 923 178 60 745 512 350 300 231 177
is_linear=0
shrinkage=0.00157699


Tree=1743
num_leaves=31
num_cat=0
split_feature=14 1429 1212 51 159 1 160 1374 457 1 43 123 48 457 2 50 159 52 13 48 151 3 15 2 133 42 2 0 3 4
split_gain=0.000806261 0.000598774 0.00052215 0.000494865 0.000509364 0.000726948 0.000708362 0.000430615 0.000449318 0.000468918 0.000661962 0.000564892 0.000446851 0.000450327 0.00043019 0.00041015 0.000591667 0.000539382 0.000470922 0.000716317 0.000638726 0.000637026 0.000499824 0.000390473 0.000389002 0.00056617 0.000338226 0.000309793 0.000465682 0.000758682
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.073745000000000019 1.0000000180025095e-35 -0.40446999999999994 0.087785000000000016 -0.098834999999999992 0.14000500000000002 0.24789500000000006 0.086020000000000013 0.12675000000000003 -0.0015249999999999997 0.097360000000000016 0.10119500000000002 -0.09551999999999998 0.11401500000000002 -0.091849999999999987 0.094275000000000012 0.056555000000000001 0.090325000000000003 -0.18057999999999996 0.088585000000000011 0.088565000000000019 0.091590000000000019 0.086875000000000022 -0.10575999999999998 -0.089974999999999986 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 14 -5 8 -8 10 11 12 13 -10 -6 16 -15 18 22 20 21 23 -18 26 25 -25 27 -20 -29 -30
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13 -14 15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0010591294982074579 -0.0010754496710800219 -0.00083708216628957332 -0.00081354387774667625 -0.0010825777000066472 -0.00061334207363153621 0.001062592120705466 0.0010395418811199872 -0.00086593186252980616 -0.00082307370246457686 0.00076420257695826172 -0.0011209563594570024 0.0010408742865776911 -0.00075307673631573677 0.0012455500565061871 0.00060144306280566682 -0.00082006784722361478 -0.00032951912922089084 -0.00064573286518286642 0.00058325886042482386 0.00094550431441431469 -0.0010755536665591969 0.00092038750338313481 0.00083823619422750562 -0.00058561597551876922 -0.0011308044093178882 0.00075261441189660762 0.00077285489985338604 -0.0010845816616707458 0.0010190843935714174 -0.00040292810268001633
leaf_weight=0.0011201244486951636 0.0015519633272115243 0.0014463215420119071 0.0013531037272442861 0.0012075117529644344 0.0013560708648516209 0.0027369201761551221 0.0010972342142956384 0.0010415953766234045 0.0011916308632937125 0.0020314164781418944 0.0010705990156131264 0.0012630148171214875 0.0015407175727739633 0.0010414658889483777 0.0012255232877111388 0.0010028551973132035 0.0010360803080804448 0.0019585345090122877 0.0014373837534868844 0.0017744676427385855 0.0012374375675836555 0.0016006604557112789 0.003699698130485758 0.0021592440262128143 0.001250359367511944 0.0010317137020576794 0.0014443794352998751 0.0010389892417458219 0.0011977633801876081 0.0026876731632240365
leaf_count=180 126 273 120 251 183 294 42 81 128 95 154 112 49 78 67 151 34 85 25 79 53 56 130 218 146 23 125 147 140 265
internal_value=0 1.38378e-05 4.10535e-05 7.07877e-05 9.97182e-05 0.000529016 3.63699e-05 7.51569e-05 0.000104164 7.27737e-05 2.69692e-05 6.84967e-05 2.51475e-05 6.99034e-05 -3.66645e-05 0.000111472 0.000149454 0.00010099 0.00016871 5.24093e-05 -5.26424e-05 3.87624e-05 0.000582758 -7.64597e-05 -0.000428233 -0.000152934 0.000123681 -2.37069e-05 -0.000200873 3.54356e-05
internal_weight=0 0.0452805 0.0441604 0.042714 0.0413609 0.00531851 0.0360424 0.0348349 0.0337933 0.0326961 0.0306647 0.0295941 0.0283311 0.0267903 0.00258159 0.0255987 0.0245959 0.0235544 0.0215959 0.0168601 0.0150856 0.0138482 0.00473578 0.0122475 0.00444132 0.00319096 0.00780619 0.00636181 0.00492443 0.00388544
internal_count=3910 3784 3604 3331 3211 544 2667 2416 2335 2293 2198 2044 1932 1883 250 1755 1604 1526 1441 1277 1198 1145 164 1089 387 241 702 577 552 405
is_linear=0
shrinkage=0.00148603


Tree=1744
num_leaves=31
num_cat=0
split_feature=14 1429 1213 159 2 484 4 43 1374 457 13 52 0 131 12 1186 0 52 4 13 42 12 1 151 150 150 3 47 4 48
split_gain=0.0006924 0.00059879 0.000501913 0.000398499 0.000527589 0.000529057 0.00030319 0.000664259 0.000325111 0.000410354 0.00034919 0.000474235 0.000557125 0.000425646 0.000523124 0.000679884 0.000600932 0.000555018 0.000536097 0.000402394 0.000334602 0.000465281 0.000317604 0.000289163 0.000597995 0.000290526 0.000261545 0.000250931 0.000464991 0.000223126
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073745000000000019 0.10571000000000001 0.073820000000000011 -0.51381999999999983 -0.10254999999999999 0.086000000000000007 -0.098834999999999992 -0.091229999999999992 0.10599500000000002 -0.084304999999999977 0.097135000000000013 0.092365000000000017 0.085080000000000003 -0.017269999999999997 -0.24456499999999998 -0.064054999999999987 0.076210000000000014 0.088235000000000022 0.085325000000000012 0.076710000000000014 0.056555000000000001 0.09833500000000002 -0.17469499999999996 0.092005000000000017 0.09550500000000002 -0.0025899999999999994 0.10361000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 -4 9 -8 11 12 22 14 15 16 17 -12 -16 -20 21 23 -11 24 25 -19 27 28 -27 -24
right_child=-2 2 3 4 -6 -7 8 -9 -10 10 13 -13 -14 -15 18 -17 -18 20 19 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00092762046635812929 -0.00084237040867372241 -0.00061378790198805897 0.00024926822395208786 -0.00040798963909988731 0.0009549075812188317 0.00065956155662508069 0.00083922366303642551 -0.0011150092284245613 -0.00063367099378913998 -0.00032401027637272192 -0.00087026081206544568 -0.00038780233057591384 0.0010774290454222551 0.00064444878625945093 -0.0012215283411628685 0.0009472662103848121 0.00081172870633105501 0.00056513878543474033 -0.00073905687481663404 0.00021707866155404315 0.00046825426683832171 -0.00079932934745379142 0.00074319713577052234 -0.00056034897271118982 0.00083040049027933614 0.00037384988445340813 -0.00047463718698797722 0.00054116458378211804 -0.00044064365840948834 4.3619814146429537e-05
leaf_weight=0.0010125569789404534 0.0015001851641864841 0.0017386528063918208 0.0011207402294530766 0.0015489809853852779 0.0017311403550124282 0.0013375299035165433 0.001052507484930131 0.0010869877719326118 0.0010311545789514756 0.0012192932006991342 0.0013281545417520519 0.0012808624340574504 0.0015781376752745926 0.0013977298125972528 0.0010825569103967148 0.0011555319068756722 0.0012003741419732384 0.0010073108645016768 0.001185708100683038 0.0015974243485267214 0.001819336660245959 0.0013253965903230478 0.0015948268047155101 0.0013677228655259452 0.0013189625326059948 0.0017795823977460531 0.0025319367658589442 0.0010936551085535262 0.0027715507209074043 0.0012632612508838292
leaf_count=180 126 578 19 262 204 95 41 37 97 60 128 59 55 174 235 32 91 17 217 95 249 306 86 41 65 143 76 29 80 33
internal_value=0 1.71466e-05 4.01719e-05 6.8734e-05 0.000412178 8.66843e-05 2.3668e-05 -0.000422442 5.35285e-05 7.57059e-05 4.96986e-05 0.000295387 0.000450116 -2.14193e-05 -6.26643e-05 2.34166e-05 -3.74326e-05 -9.98002e-05 -0.000479064 -0.000190267 -3.1651e-05 -0.000100572 0.000207317 -2.25545e-05 4.74783e-05 -6.49609e-05 -0.000142584 6.35592e-06 -0.000122161 0.000433987
internal_weight=0 0.0425596 0.041547 0.0398084 0.00461765 0.00288651 0.0351907 0.00220773 0.032983 0.0319518 0.0308993 0.00693638 0.00565552 0.0239629 0.0225652 0.0186995 0.017544 0.0163436 0.00386569 0.00278313 0.0150155 0.0131961 0.00407738 0.0118707 0.010503 0.00918404 0.00817672 0.00564479 0.00455113 0.00285809
internal_count=3910 3784 3604 3026 561 357 2465 56 2409 2312 2271 293 234 1978 1804 1257 1225 1134 547 312 1006 757 179 451 410 345 328 252 223 119
is_linear=0
shrinkage=0.00124344


Tree=1745
num_leaves=19
num_cat=0
split_feature=14 147 11 52 160 48 0 133 1374 16 43 12 2 15 1 42 4 4
split_gain=0.000161641 0.000136108 0.000225367 0.000208881 0.000224454 0.000193035 0.000266143 0.00015819 0.000162979 0.000158752 0.000396981 0.00023462 0.000154959 0.000119986 0.000230353 0.000241619 0.000110405 0.00019063
threshold=0.054835000000000009 1.0000000180025095e-35 0.087830000000000005 0.28122000000000008 -0.081069999999999989 0.095285000000000009 -0.19631499999999999 -0.090054999999999982 -0.049459999999999997 0.032820000000000009 -0.18906999999999999 0.097345000000000015 0.096970000000000015 -0.106555 0.092550000000000007 0.085330000000000003 0.0057500000000000008 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 7 -7 -6 -9 13 -11 -12 -1 -10 15 16 17 -15
right_child=-2 -3 -4 -5 5 6 -8 8 9 10 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00060555515175792396 -0.0027682671703866384 0.0022169446221250062 -0.003246746629984725 -0.0026909224958168495 -0.0023967922094616321 -0.00080609575635340834 0.0034826440549254019 -0.0027425665207786204 0.0024805012389706609 0.0025350986693548402 -0.0037333101338469206 0.00018591882787983392 0.0044104552588058827 0.0029176962270727291 -0.0020992514116693851 -0.0019202208702328405 0.0035129016291383089 -0.00094203768468581819
leaf_weight=0.0010942948352936693 0.0010225033850698719 0.0014036612775187992 0.001037780300885415 0.0012404325444368971 0.0015842903719528742 0.0012376598230101621 0.0017052173791739225 0.001025275637170254 0.0016163683965881555 0.0012091857823746111 0.0019397187671173497 0.0012416190971494684 0.001029671261385437 0.0012865999701978216 0.0014823557081675154 0.001055817370238743 0.0013403956797873595 0.0012507284133296808
leaf_count=380 147 216 125 340 393 42 239 37 197 43 367 94 109 295 218 365 52 251
internal_value=0 9.03903e-05 -4.30014e-05 0.000112802 0.000285835 3.01015e-05 0.00167897 -0.000292696 -4.48166e-05 0.000177834 -0.0008986 -0.00220371 0.00245012 0.000766224 0.000334343 0.00106555 0.00187851 0.00101511
internal_weight=0 0.0237811 0.0223774 0.0213396 0.0200992 0.0179752 0.00294288 0.0150324 0.0134481 0.0124228 0.00439052 0.00318134 0.00212397 0.00803227 0.0064159 0.00493354 0.00387772 0.00253733
internal_count=3910 3763 3547 3422 3082 2593 281 2312 1919 1882 504 461 489 1378 1181 963 598 546
is_linear=0
shrinkage=0.00704007


Tree=1746
num_leaves=19
num_cat=0
split_feature=14 3 124 40 48 50 160 48 16 51 160 47 3 43 16 1 15 49
split_gain=0.000133128 0.000124006 0.000153352 0.000124925 0.000206546 0.000165534 0.000237749 0.000195685 0.000165153 0.000254452 0.000145186 0.000256068 0.000324496 0.000208283 0.000140042 0.00011265 0.000100415 5.98829e-05
threshold=0.054835000000000009 0.24227500000000002 -0.073304999999999995 -0.065259999999999999 0.12649500000000002 0.083475000000000008 -0.081519999999999995 0.095825000000000007 -0.09601999999999998 0.086360000000000006 0.085220000000000004 0.09550500000000002 -0.083144999999999983 -0.014114999999999997 -0.004514999999999999 0.085835000000000009 -0.10071499999999999 -0.049989999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 14 8 15 10 11 12 13 -10 -5 -8 -14 -17
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 -12 -13 16 -15 -16 17 -18 -19
leaf_value=0.0017692115635530143 -0.00188033793840574 0.0017331671116218852 -0.0018790012335213602 0.00037687661087381074 -0.0021264449503647872 -0.0013965176590628654 -0.00023976028256457395 0.0017455692112381398 -0.0011690825155116049 -0.0029719476991321792 0.0014125707066846272 0.0016664802529542636 -0.0010241451873892449 0.0017069854469303515 0.0028491135464382682 0.0024252471783069245 -0.0030916134896496841 0.00063388544811655216
leaf_weight=0.0012314715884609783 0.0010074818824099266 0.0011544954163454626 0.0010609853560803592 0.0011393347870673198 0.0012159636770094897 0.0018301876659519564 0.0018903585563798059 0.0015662405633610219 0.0014252528044859242 0.0010917518314014227 0.001182393379124444 0.001151694335581821 0.00102652005856518 0.0013336878970531228 0.0013940473319107296 0.0010241798596698493 0.0017195443025664267 0.0010182564610995773
leaf_count=260 147 177 140 314 96 625 182 122 298 131 178 88 46 274 151 33 547 101
internal_value=0 6.15409e-05 -2.49938e-05 -0.000129857 -3.711e-05 9.8073e-05 0.000259326 -1.5023e-07 -0.000212704 -0.000606019 -0.000276516 -0.000576539 -0.0010458 0.000221225 0.00173728 0.000680461 -0.00231876 0.00153216
internal_weight=0 0.0234564 0.0223019 0.0210704 0.0200094 0.0187934 0.0169633 0.0144299 0.0128636 0.00893084 0.00783909 0.0066567 0.00550501 0.00275894 0.00253338 0.00393279 0.00274606 0.00204244
internal_count=3910 3763 3586 3326 3186 3090 2465 2000 1878 1562 1431 1253 1165 572 465 316 593 134
is_linear=0
shrinkage=0.00523088


Tree=1747
num_leaves=20
num_cat=0
split_feature=1 0 49 132 0 403 3 13 15 47 47 52 133 51 1 16 1 52 15
split_gain=9.09786e-05 0.000211243 0.000245655 0.000142341 0.000129604 0.000149006 0.000158945 0.000128905 0.000356626 0.000211271 0.000127275 0.00016704 0.000104372 9.16434e-05 0.00016135 0.000169173 8.8853e-05 7.75133e-05 5.52559e-05
threshold=1.0000000180025095e-35 -0.089879999999999974 -0.069934999999999983 0.080815000000000012 0.18055000000000002 0.07955000000000001 -0.078669999999999976 -0.094679999999999986 0.079360000000000014 0.084155000000000021 0.09252500000000001 -0.072349999999999984 0.084285000000000013 0.10387500000000001 0.090540000000000023 -0.092424999999999993 0.10871500000000002 -0.091329999999999981 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 7 5 6 -4 9 10 -2 11 17 -1 14 -13 -16 -12 -9 -18
right_child=3 2 4 -5 -6 -7 -8 8 -10 -11 16 13 -14 -15 15 -17 18 -19 -20
leaf_value=-0.0029583450513546456 0.0023006481468558116 0.0023533945922723392 -0.0026399669046208913 0.0020459101450217496 0.0012056697480830646 0.00076812915294464945 -0.00026404238345705911 0.00035187342744064218 -0.0027543718740896759 -0.00068499085520927223 -0.0018370765714602931 0.00015469422674439331 -0.0006938646623441732 -0.0003316156673456257 0.00059627868877906037 0.0033299787979066396 -0.00091664397859097125 -0.0014586173708530099 0.00068503903203199113
leaf_weight=0.0010836704969271541 0.0015732343489337766 0.0010022434359384675 0.0014596809041352177 0.0010379020277032974 0.0010254243170422228 0.00111031028472941 0.0015029933437855688 0.0012220818366640851 0.0012327285048084327 0.0010323438369388427 0.0011413548636144966 0.0016664476461620862 0.0010578258712765614 0.0010156653866629783 0.0010023637217992315 0.0014662283101586062 0.0010882891824646052 0.0012663738225099372 0.0011813933156883394
leaf_count=279 205 58 910 194 27 178 351 230 406 62 124 117 189 47 195 104 99 105 30
internal_value=0 -0.000454052 3.23729e-05 0.000209676 -0.000423893 -0.000834155 -0.00143464 8.16691e-05 -0.000138109 0.00111772 0.000153754 0.000521528 -0.00183977 0.00104863 0.00138765 0.00221997 -0.000669893 -0.000569484 -8.29513e-05
internal_weight=0 0.00824215 0.00610065 0.0159264 0.00509841 0.00407298 0.00296267 0.0148885 0.0122829 0.00260558 0.0110502 0.00763916 0.0021415 0.00515071 0.00413504 0.00246859 0.00341104 0.00248846 0.00226968
internal_count=3910 1992 1524 1918 1466 1439 1261 1724 1457 267 1051 798 468 463 416 299 253 335 129
is_linear=0
shrinkage=0.00512831


Tree=1748
num_leaves=20
num_cat=0
split_feature=14 11 3 157 51 47 123 13 13 12 150 160 48 43 1 42 1 403 1
split_gain=8.57565e-05 0.000134396 0.000146882 0.000129402 0.000108088 0.000131846 0.000130164 9.34267e-05 0.000237778 0.000118106 0.000133968 0.00016472 0.000192085 0.000140209 0.000226409 0.000177133 0.000128555 0.000123622 9.73098e-05
threshold=0.020750000000000005 0.088315000000000018 -0.15002999999999997 -0.07453499999999999 -0.032189999999999989 0.120245 0.083745000000000014 -0.49820499999999995 -0.23438999999999996 0.10129000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095825000000000007 -0.073139999999999983 0.092550000000000007 0.088235000000000022 0.085990000000000011 0.085745000000000016 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 -9 10 -10 -12 13 15 16 -13 17 -15 -18
right_child=-2 -3 3 4 6 -7 -8 8 9 -11 11 12 -14 14 -16 -17 18 -19 -20
leaf_value=0.0017759370078938841 -0.0015640841642283983 -0.0018902854766634032 0.0013921380114471232 -0.0024882669109986583 -0.0016859489599222494 0.00019405252953486805 0.0018043487378485499 0.0025412710354646849 -0.0018203091341949715 -0.0018879409701514532 -0.0017322570720407693 -0.00013820700841284323 0.0022940212643485832 -0.0018055837380338948 -0.0023345467735911927 0.0027237148082670855 0.0023533211013146041 0.00074646693008031072 1.808667374097623e-05
leaf_weight=0.0015167334412864017 0.0010148845383430851 0.0010080339603653057 0.001851536232414081 0.0011791518962326946 0.0010235931755805333 0.0010056164771691245 0.0011454365844959088 0.0010248875942976922 0.001116058292782056 0.0010993386903083496 0.0012120359539489747 0.0014371458210490099 0.0013576949020669407 0.0012790266041953985 0.0013522815247296593 0.0011555287103691136 0.0010507561884565142 0.0010030246902105189 0.0010633190466517173
leaf_count=143 153 120 435 375 46 38 238 96 101 301 449 272 73 529 175 58 73 124 111
internal_value=0 5.25953e-05 0.000142134 2.0401e-05 -0.00011685 -0.00125364 3.53306e-05 -9.82008e-05 1.6646e-05 -0.000180475 -2.44013e-05 0.000159301 0.000395685 8.66885e-05 -0.000387173 0.00113732 0.000211853 -0.000683887 0.00117877
internal_weight=0 0.0228812 0.0218732 0.0203564 0.0185049 0.00218477 0.0163201 0.0151747 0.0141511 0.0131262 0.0120269 0.0109108 0.00969878 0.00834108 0.00574841 0.00259267 0.00439613 0.00228205 0.00211408
internal_count=3910 3757 3637 3494 3059 413 2646 2408 2362 2266 1965 1864 1415 1342 1012 330 837 653 184
is_linear=0
shrinkage=0.0054422


Tree=1749
num_leaves=19
num_cat=0
split_feature=403 403 160 124 42 475 150 1 13 2 2 1 15 4 15 2 2 2
split_gain=9.50386e-05 0.000106462 0.000154186 0.000143421 0.000205706 0.000136312 0.000200741 0.000161324 0.000226178 0.000243119 0.000292937 0.000137506 0.000249487 0.000214276 0.000191427 0.000103812 0.00022437 1.10183e-05
threshold=0.10150000000000002 0.03138500000000001 -0.217635 0.0049200000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094385000000000011 0.076210000000000014 0.10393500000000001 0.086545000000000025 0.11097000000000001 -0.055679999999999993 0.27020000000000005 -0.048914999999999993 0.097775000000000015 0.090050000000000005 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 9 10 17 14 13 -13 -9 16 -12 -8
right_child=-2 -3 3 -5 5 6 7 11 -10 -11 15 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0020163274275013352 -0.0017310191990769015 0.001384418340065266 -0.0020265972305400083 0.0021686713799332386 -0.0012875729784332423 -0.0020377066955616762 -0.0021359272725675815 0.003431282338939046 0.0022917679272863312 -0.0030042728977859464 0.0024045396040134628 -0.0024521528953413666 0.0027043128164557432 0.0011958473375457135 0.00025395327048681493 0.0025923208996452107 -0.0010416034164817095 -0.0012885335918799152
leaf_weight=0.0012572634285491413 0.0010300824566137337 0.0018651028142225847 0.0015985736817491379 0.0010291270291303131 0.0019674855222279386 0.0011057742008840918 0.0010107530461503922 0.0016461622700437717 0.0011963108361722763 0.0010376429740534404 0.0010908941305590447 0.0011163523271162656 0.0010804154266395027 0.0010349288512715958 0.0010270438632218612 0.0010168792900330237 0.0014920244472335122 0.0010367452471004429
leaf_count=387 265 205 742 80 507 130 182 105 45 122 122 118 88 145 176 47 203 241
internal_value=0 6.27384e-05 -5.60923e-05 7.03775e-05 -4.66131e-05 0.000141125 0.000329881 0.000519783 -2.09858e-05 -0.000434867 3.72394e-05 0.00124154 0.000439995 -0.000697189 0.00221055 0.00102925 0.000413873 -0.00170685
internal_weight=0 0.0226095 0.0207444 0.0194871 0.018458 0.0168594 0.0148919 0.0137862 0.00788125 0.00668494 0.0056473 0.0059049 0.0032317 0.00215128 0.00267321 0.0035998 0.00258292 0.0020475
internal_count=3910 3645 3440 3053 2973 2231 1724 1594 962 917 795 632 351 263 281 372 325 423
is_linear=0
shrinkage=0.00577531


Tree=1750
num_leaves=31
num_cat=0
split_feature=14 1429 1213 133 133 160 484 38 12 4 3 1186 133 48 160 3 3 457 4 47 2 13 0 3 15 15 2 4 483 52
split_gain=0.000779767 0.000604664 0.000505218 0.00045566 0.000522664 0.000492437 0.000511178 0.000320366 0.000715133 0.000363461 0.000632303 0.000336128 0.000513618 0.000345355 0.000329372 0.000585399 0.00051009 0.000323153 0.000323852 0.000793354 0.00052604 0.000498757 0.000473124 0.000401262 0.000398503 0.000395632 0.00028731 0.000345523 0.000276045 0.00025748
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 -0.40446999999999994 0.084225000000000008 1.0000000180025095e-35 -0.041094999999999993 -0.51381999999999983 0.16699000000000003 0.084620000000000015 -1.0000000180025095e-35 0.12649500000000002 -1.0000000180025095e-35 0.090325000000000003 -0.15327499999999997 -0.0015249999999999997 0.25367000000000006 0.10697000000000002 0.10393500000000001 -0.070604999999999987 -0.070894999999999986 -0.10140999999999999 0.083935000000000023 -0.089594999999999994 0.090905000000000014 -0.082054999999999975 1.0000000180025095e-35 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7 -10 11 12 -11 14 15 -14 -16 -18 20 -20 21 22 24 -23 25 -19 27 -25 -8 -29
right_child=-2 2 3 4 5 6 28 -9 9 10 -12 -13 13 -15 16 -17 17 18 19 -21 -22 23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.0010487368090248792 -0.0009864083580104824 -0.00071632682409464765 -0.00079589879816907105 0.0010460280390391097 -0.00087614933152571856 0.00084848303141965282 0.00092414120583716205 -0.00062643778251947248 -0.00061017859147638226 -0.00088176198036803329 0.00097178635753456801 0.00071102510675727577 -0.0011971625482690925 -0.0005993326714311643 0.00095564429932414497 0.00022818378652871466 -0.00054248888628710191 0.00046288792903665136 0.0013522646216950487 -0.00030415166226424768 -0.00080582013747898691 -0.00090300620960106028 0.0012300499868104684 0.00090037843730303012 0.00090887104165490013 -0.00075788820634592534 -0.00052463510860750598 0.00033741804172922216 5.114664049927472e-05 -0.00028864297680980582
leaf_weight=0.001023691452946506 0.0015847758303187956 0.001657809862829678 0.0011491222413044224 0.0011096706736011255 0.0010466364801057218 0.0021789833445795262 0.002128980273163438 0.0013324864785815285 0.0017066713548656775 0.0013126073210045488 0.0014023707534324683 0.0012638678888530199 0.0010639358999935808 0.0016507051306904321 0.0013449137168275302 0.0012049101537172646 0.0015834445838340807 0.0010546534390767359 0.0012625060134481272 0.0010292327460774686 0.0013060624889753578 0.0010015634413927804 0.0012700999768071571 0.0010548899031075226 0.0010789740784094004 0.0010279429535628992 0.0014369760626585792 0.0025466438205609633 0.0010658139886432494 0.0026066222663551639
leaf_count=180 126 578 204 50 227 300 182 74 37 250 83 45 316 73 82 21 106 46 81 13 117 57 28 68 69 80 97 48 138 134
internal_value=0 1.42514e-05 4.08707e-05 7.2876e-05 9.9098e-05 7.06697e-05 9.82613e-05 4.60604e-05 7.46089e-05 1.68792e-05 5.57908e-05 6.57478e-06 -2.92727e-05 1.82949e-05 6.49051e-05 -0.000440208 0.000123362 6.20603e-05 0.000119464 0.000608359 4.15726e-05 0.000126197 0.000508173 -6.95764e-05 0.000218173 -0.000139672 3.96085e-05 0.000170212 0.000632902 2.07442e-05
internal_weight=0 0.0419028 0.0408791 0.0392213 0.0380722 0.0369625 0.0359159 0.0327211 0.0313886 0.0292096 0.0275029 0.0261006 0.0248367 0.0235241 0.0218734 0.00226885 0.0196045 0.0182596 0.0166762 0.00229174 0.0143844 0.0130784 0.00443167 0.0086467 0.00316157 0.0020826 0.00764513 0.00620816 0.00319479 0.00515327
internal_count=3910 3784 3604 3026 2822 2772 2545 2225 2151 1851 1814 1731 1686 1436 1363 337 1026 944 838 94 744 627 223 404 195 126 347 250 320 182
is_linear=0
shrinkage=0.00140032


Tree=1751
num_leaves=31
num_cat=0
split_feature=14 1213 1456 133 133 376 1374 123 44 3 457 50 48 4 159 151 133 3 2 12 1186 0 42 0 43 0 15 1 16 3
split_gain=0.00064188 0.000538185 0.000531749 0.000426084 0.000527658 0.000436116 0.000468715 0.000419986 0.000449707 0.000469053 0.000382624 0.000346076 0.000446786 0.000528509 0.000568384 0.000528819 0.000734771 0.000692295 0.000559319 0.000688188 0.000454729 0.000530592 0.000833053 0.000439678 0.000418075 0.000360131 0.000516573 0.00033518 0.000339412 0.000225009
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 0.11209500000000001 0.090240000000000015 0.083745000000000014 0.081835000000000019 0.24227500000000002 -0.098834999999999992 0.088425000000000017 0.11930500000000001 0.25367000000000006 0.10248000000000002 0.056555000000000001 0.085515000000000022 0.094625000000000015 0.097775000000000015 0.093225000000000016 0.085080000000000003 -0.07773999999999999 -1.0000000180025095e-35 -0.10071499999999999 -0.083094999999999988 -0.10209999999999998 -0.0063699999999999989 0.11198000000000001 -0.50763499999999995 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 9 10 -6 12 13 14 15 17 -17 18 20 -20 21 22 -12 25 -25 26 -24 28 -15 -23
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 27 -16 16 -18 -19 19 -21 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00081763222030968715 -0.0010418529961126414 -0.00084533721981576958 -0.00082710446089389797 0.0011303448721475488 0.0010175787317102225 -0.00089733992116372042 -0.0008670681558931258 0.0008650834631794 -0.00080489927458225828 0.0011431670019295488 -0.0013212556070904308 -0.0005349239492862712 -0.00062915939312437183 0.00081322466618758619 -0.00099521213602022057 -0.0013057264506024877 0.00038696713079482939 0.00081567630656576744 5.3040055603505219e-06 -0.0014997956888331734 0.001082610246555888 0.00094395062747089072 -0.00042009432982636189 0.00019914183298376149 -0.001008600978394028 0.001053420839569103 0.00080063369191628374 0.0011386253752791787 -0.00037439214278402888 0.00020554617871433272
leaf_weight=0.0017102811183083424 0.0013589112037530873 0.0014717151818750543 0.0011506994274767526 0.0011280412681164967 0.0010106152493598577 0.001024025909060893 0.0011052775281412677 0.0017238807357346014 0.0012212521924439548 0.001020872466142019 0.0011042299694635216 0.0020318579725105623 0.0017565571028361751 0.0012001815338371635 0.0010937777648492566 0.0013209588040972156 0.0010635588415901509 0.003509280317403273 0.0020633211941760701 0.001054754551107151 0.0012421898565113674 0.0019702362958202713 0.0018386026621080021 0.0013280840502138949 0.0013061281818823609 0.0012980243123763419 0.0014050730497956465 0.0018547799382307439 0.001025105842662021 0.0018276267825556728
leaf_count=578 126 312 197 49 33 36 69 246 42 113 201 386 62 62 131 33 34 65 97 182 41 56 37 127 269 7 25 97 46 151
internal_value=0 1.59009e-05 4.97218e-05 8.21039e-05 0.000108572 7.85562e-05 0.000105294 0.000134924 9.84896e-05 0.000131595 9.96282e-05 6.99841e-05 0.000111986 0.000159317 7.16313e-05 0.000123883 -0.00055074 0.000204527 7.40574e-05 -0.000503828 0.000209332 0.000119518 -9.56417e-05 9.29559e-05 -0.000399696 0.000378697 0.000108692 0.000662765 0.000266134 0.000588612
internal_weight=0 0.043861 0.0421507 0.040679 0.0395283 0.0384003 0.0373762 0.0362709 0.0345471 0.0333258 0.0323049 0.0312943 0.0292625 0.0275059 0.0234258 0.0223321 0.00238452 0.0199476 0.0164383 0.00311808 0.0133202 0.012078 0.00828014 0.00717591 0.00263421 0.0045417 0.00324368 0.00408007 0.00222529 0.00379786
internal_count=3910 3784 3206 2894 2697 2648 2612 2543 2297 2255 2142 2109 1723 1661 1456 1325 67 1258 1193 279 914 873 666 465 396 69 62 205 108 207
is_linear=0
shrinkage=0.00151575


Tree=1752
num_leaves=18
num_cat=0
split_feature=1 0 52 39 50 47 159 3 43 151 51 0 15 16 12 133 2
split_gain=9.78813e-05 0.000174181 0.000154348 0.000173735 0.000160927 0.000265692 0.000220212 0.000168681 0.000164175 0.000139409 0.000185536 0.000168266 0.000123811 0.000136846 0.000206038 0.000118657 8.10996e-05
threshold=1.0000000180025095e-35 -0.087614999999999985 -0.27466499999999994 0.085220000000000004 0.10625000000000001 0.10933000000000002 -0.026594999999999997 -0.075404999999999986 -0.075819999999999985 0.056555000000000001 0.07919000000000001 -0.10209999999999998 0.088190000000000004 0.18936500000000003 0.086935000000000012 0.084285000000000013 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 4 5 6 -4 8 -8 10 11 16 13 14 -3 -1 -9
right_child=2 12 3 -5 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0029769395781683895 -0.001452451740977365 7.4796941507407851e-05 0.0030069190419906183 0.002163974860469146 -0.0018405605598754416 -0.0020811567379810584 9.1453417046015323e-05 -0.0024796511195155084 0.0026078931150869743 -0.0018723503888240657 0.0015665060362248383 0.00088207422872220334 0.0014376100300541059 0.0006659797135631976 -0.0030569642468658707 -0.00061495150403937933 -0.00042554565443805273
leaf_weight=0.0011032680242537909 0.0014119759752217456 0.0014171240950637178 0.0010085841583492025 0.0014256689413116213 0.0010126402905869534 0.0011345270711569109 0.0013679024952869016 0.0010427273837465556 0.0016028717754113797 0.0010402518883818601 0.0019932754547771214 0.0015794922190662366 0.001343701881235726 0.0018821331261925645 0.001034639149029834 0.0013418725568102152 0.0011513300701033735
leaf_count=350 210 346 126 322 209 89 192 59 308 52 86 161 442 224 363 267 104
internal_value=0 -0.000490133 0.000230782 0.000396298 0.000201447 0.000374908 0.000633239 0.000388395 0.00144919 -7.45624e-05 0.000249733 -0.000445817 2.26017e-05 -0.000416114 -0.0012468 -0.0016807 -0.00140176
internal_weight=0 0.00812274 0.0157712 0.0143593 0.0129336 0.011921 0.0107864 0.00977785 0.00297077 0.00680708 0.00576683 0.00377355 0.0056776 0.0043339 0.00245176 0.00244514 0.00219406
internal_count=3910 1992 1918 1708 1386 1177 1088 962 500 462 410 324 1375 933 709 617 163
is_linear=0
shrinkage=0.00533549


Tree=1753
num_leaves=31
num_cat=0
split_feature=14 51 1213 1 44 47 1 124 0 1374 157 13 43 403 159 43 133 4 160 4 52 52 0 13 48 16 52 12 151 12
split_gain=0.000527771 0.000469307 0.000446923 0.000411816 0.000562051 0.000460755 0.000490141 0.000250888 0.000301219 0.000404361 0.000278564 0.000258556 0.00039063 0.000336097 0.000405341 0.00039964 0.000446037 0.000291425 0.000560868 0.000765084 0.000452994 0.000395323 0.000254797 0.000249327 0.000231167 0.000301452 0.000250487 0.00018792 8.79381e-05 3.77386e-05
threshold=0.077685000000000018 -0.40274499999999996 -1.0000000180025095e-35 0.14000500000000002 1.0000000180025095e-35 0.11939500000000002 0.11235500000000002 -0.036134999999999994 -0.23029999999999998 -0.094679999999999986 -0.082244999999999985 0.17936000000000002 -0.15109999999999998 0.092300000000000007 0.09883500000000002 -0.089949999999999988 -0.090054999999999982 -1.0000000180025095e-35 0.069910000000000014 0.05309500000000001 0.086950000000000013 -0.015039999999999998 -0.10209999999999998 -0.070604999999999987 0.10990500000000002 -0.25582999999999995 -0.014099999999999998 0.083175000000000013 -0.0095999999999999992 0.093375000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 -9 -10 12 -12 14 15 -14 -17 20 19 -19 21 23 -21 -18 25 -8 -27 -23 -11 -22
right_child=-2 2 3 -5 -6 -7 24 8 10 28 11 -13 13 -15 -16 16 17 18 -20 22 29 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00090987355903164807 -0.00097345867809940298 -0.00075352495005212247 0.00059156600745447635 0.00074031455882690364 -0.0010036526372764489 -0.00089868712257894473 0.0012999554266387777 -0.00019577633974798915 -0.00084157995906818334 0.00046582778114509282 0.00065818051522302903 -0.00065947625393002196 -0.00088002106922118861 0.00061913468065850539 -0.00095840239399980285 -0.00093785613532050517 0.0006119275244501573 -0.0014485882683998199 0.00060859746437106569 -0.00055423261231025349 -6.2601875982957713e-05 0.0014589277654734709 0.00027087930964613178 -0.00034657023085403287 -7.6349816191205303e-05 0.00097421452677610152 2.927766429826207e-05 0.00059165531254737867 0.0010582312807299176 -0.00046116504962704985
leaf_weight=0.0011872194327947607 0.0012427997908489577 0.0015091860006942728 0.0016146808152792671 0.0019268417493520989 0.0011146383986115884 0.0010523204529953025 0.0012588562759286576 0.0016059972527671107 0.0010094835815823702 0.0010344144055522975 0.001815664582751615 0.0013998481083859473 0.0012091896146956766 0.0014547225134753363 0.0011979058718421245 0.0010154111758596826 0.0012250319823136589 0.0011693624148750026 0.0016105256674794344 0.0013732454849133546 0.0010006586550788121 0.0010764374940748171 0.0020756574371882386 0.0011732742116211652 0.0010726535745391175 0.0010418586348265313 0.0015280996696473972 0.0011318202537755201 0.0011898279310216175 0.001102784451283173
leaf_count=138 126 566 162 154 62 80 132 17 275 38 83 100 163 84 155 214 119 114 37 56 190 23 64 149 38 130 46 242 26 127
internal_value=0 1.01697e-05 3.89216e-05 7.17042e-05 3.44207e-05 6.90226e-05 0.000100465 2.32668e-05 -1.2202e-05 0.000372446 -7.90452e-05 -4.24446e-05 1.55315e-06 -6.5365e-05 -0.000126225 -6.04836e-05 1.05327e-05 8.49603e-05 -0.000146514 -0.000409844 0.000299835 0.000560744 -5.76545e-05 0.000143021 0.000533369 0.000704184 0.000412354 0.00101442 0.000782726 -0.000271559
internal_weight=0 0.0391776 0.0379904 0.0364812 0.0345544 0.0334397 0.0323874 0.0274859 0.0258713 0.00383024 0.022041 0.0210315 0.0196317 0.017816 0.0163613 0.0151634 0.0139542 0.0129388 0.00622879 0.00461827 0.00671001 0.00460656 0.0034489 0.00239831 0.00490147 0.00382881 0.00256996 0.00220826 0.00222424 0.00210344
internal_count=3910 3784 3646 3080 2926 2864 2784 2438 2276 81 2195 1920 1820 1737 1653 1498 1335 1121 271 234 850 533 120 268 346 308 176 265 64 317
is_linear=0
shrinkage=0.00148603


Tree=1754
num_leaves=31
num_cat=0
split_feature=9 150 1456 1213 11 124 42 1 43 4 4 13 3 13 13 1 1 12 2 49 0 12 1 160 16 43 4 12 52 10
split_gain=0.000779596 0.000514024 0.000523332 0.000489885 0.000411375 0.000379969 0.000557735 0.000378678 0.000459926 0.00100322 0.000526078 0.000502964 0.000411891 0.000383128 0.000549842 0.000377476 0.000525655 0.000361137 0.000465205 0.000506255 0.000427878 0.000361299 0.000387212 0.000647292 0.000325664 0.000306156 0.00030391 0.000327957 0.000299154 0.000265442
threshold=-0.016839999999999997 -0.20684999999999998 -1.0000000180025095e-35 -0.081334999999999977 0.088315000000000018 0.51367000000000018 -0.11403999999999999 0.10420500000000001 -0.50992999999999988 -0.51381999999999983 -0.076329999999999995 -0.011209999999999999 -0.10315499999999998 -0.080179999999999987 -0.42334499999999992 0.11395500000000001 0.13026000000000001 0.095775000000000013 0.092175000000000021 -0.084114999999999981 -0.23029999999999998 0.088885000000000006 0.092385000000000009 0.086620000000000016 -0.070594999999999977 -0.077544999999999989 -0.08422499999999998 0.080120000000000011 0.084240000000000023 -0.013164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -8 -10 11 28 -9 14 -14 24 -17 18 19 -12 -21 22 23 -20 -15 -22 27 -13 -11 -27
right_child=1 2 3 4 -6 -7 7 12 9 10 17 26 13 15 -16 16 -18 -19 21 20 25 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.001317049927212696 0.00078691235758127217 -0.0010656960851939854 -0.0010631853204544151 -0.00095218913684972013 -0.00070858909363624462 0.00089115438002046617 0.00088379509020007423 0.0012086497956826231 -0.0015463053581918089 0.0010337224298157198 -0.0013795573429994652 4.6161531880652959e-05 -0.00020028348106762258 -0.00016495060458091723 0.0011784035439274647 -0.0013616454497061778 2.1906602072660285e-05 -0.0010924672977769753 0.00036551563355789144 0.00043310963201732312 8.8089958117395633e-05 0.00075091083971702403 0.00053693077323740935 -0.0013519916230364246 0.00074224136624522256 -4.0781565477667121e-05 0.0003805901820636236 -0.0010019847645376001 0.00019723012528407528 -0.00095880445377117553
leaf_weight=0.0010160324219699859 0.0016789450793694973 0.0012626737272022756 0.0011224592072257558 0.001471290378464731 0.0020175622514291272 0.0011291670230519904 0.0011259609127165495 0.001001019497642531 0.001134999326720002 0.0021502205311993983 0.0010919283488821669 0.0016154737977887024 0.0011399613867327796 0.0019089243206984463 0.0017574446266561414 0.0010035708698589718 0.0018974220436515782 0.0010951830739027177 0.0010177702198698188 0.0016798076030965997 0.0016857884564486243 0.0018015151951279451 0.0013700717770719351 0.0010822733940498708 0.001874819481578526 0.0010408846483187517 0.0018879120031773874 0.0012780905736795023 0.0019475669355961678 0.0027208234953762398
leaf_count=121 41 366 346 142 139 16 24 67 43 210 75 73 79 55 133 98 102 337 79 23 339 142 60 30 70 23 100 168 172 237
internal_value=0 -5.24373e-05 -8.49734e-05 -5.55243e-05 -2.78886e-05 7.40717e-06 -1.90057e-05 1.88077e-05 -8.24604e-05 -0.000126686 -5.80201e-05 0.000238682 0.000264977 0.000166394 0.00063597 -3.7137e-05 -0.00045672 -0.000238637 -0.000169324 -0.000399249 -0.000249063 0.000189163 -0.000102469 -0.000519615 0.000284557 -0.000459419 -0.000101963 -0.000416806 0.00063616 -0.000704783
internal_weight=0 0.0449915 0.0433126 0.0420499 0.0409275 0.0389099 0.0377807 0.0363094 0.0257263 0.0246003 0.0234653 0.00887926 0.0105832 0.00958214 0.00289741 0.00668474 0.00290099 0.014586 0.0134909 0.00821923 0.0071273 0.00527163 0.00347012 0.00210004 0.00378374 0.0054475 0.00478148 0.00289356 0.00409779 0.00376171
internal_count=3910 3789 3748 3382 3036 2897 2881 2739 2135 2111 2068 723 604 537 212 325 200 1345 1008 697 622 311 169 109 125 599 341 241 382 260
is_linear=0
shrinkage=0.00154607


Tree=1755
num_leaves=20
num_cat=0
split_feature=4 43 376 130 133 2 48 52 13 13 48 2 0 16 0 4 2 13 1375
split_gain=0.000104585 0.000165182 0.000203558 0.000126605 0.000178959 0.000257337 0.000207808 0.000196472 0.000275592 0.000231842 0.000184537 0.000197477 0.000235345 0.000144631 0.000191377 0.000155455 0.000115893 9.92323e-05 6.66854e-05
threshold=-0.51381999999999983 -0.34918499999999997 1.0000000180025095e-35 -0.076814999999999981 -0.0056849999999999991 0.090815000000000021 0.12675000000000003 0.10898500000000001 -0.082249999999999976 -0.091849999999999987 0.094800000000000009 0.085355000000000014 -0.10575999999999998 0.050115000000000007 -0.081444999999999976 0.011185000000000002 0.099990000000000009 -0.0019849999999999994 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 9 -9 16 11 12 -11 14 15 18 -6 -14 -13
right_child=1 2 -4 4 6 -7 -8 8 -10 10 -12 13 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.0018717583496509398 -0.0024011279883300843 0.0020452447558485234 0.0028381812446883047 -0.0035571371691471101 0.0010295482317617462 0.00076239154442531317 -0.0024797562059860911 -0.0039210521138583181 0.00051253470821415955 0.0037206153719240918 0.0028517034138294079 0.0010645771111947653 0.0015575803638016748 -0.003125584833600697 0.0020984270411384953 -0.003052826911848864 0.0035907546913158074 -0.00081672978689245992 -0.001264409010084211
leaf_weight=0.0012225686650328407 0.0010810428681694009 0.0012676184170730123 0.0011737070564890309 0.0013876986069384289 0.0015587689120962001 0.0010066345268089083 0.0011760841373420474 0.0010207934384589001 0.0014154324798784498 0.001005779203479662 0.0010058188813771443 0.0010501831501907883 0.001217016667829366 0.0010117715616027728 0.0010001329424450438 0.0011690720368504083 0.0014356686097143356 0.0019182888822103748 0.0010302308751311455
leaf_count=80 160 155 181 638 112 274 84 151 312 30 111 77 390 334 199 126 125 121 250
internal_value=0 8.05749e-05 0.000203355 5.37918e-05 -7.62692e-05 -0.0017411 0.000158004 0.000353865 -0.00134517 0.000662699 0.000203877 -7.9371e-05 0.000983075 -0.00091559 -0.000389423 -0.00115514 0.00225751 0.000104895 -8.87478e-05
internal_weight=0 0.0229317 0.0218507 0.020677 0.0194094 0.00239433 0.017015 0.015839 0.00243623 0.0134027 0.0104083 0.00940248 0.00414108 0.00526139 0.00424962 0.00324949 0.00299444 0.00313531 0.00208041
internal_count=3910 3830 3670 3489 3334 912 2422 2338 463 1875 1638 1527 541 986 652 453 237 511 327
is_linear=0
shrinkage=0.00650394


Tree=1756
num_leaves=19
num_cat=0
split_feature=1 159 42 151 49 484 52 13 2 52 4 2 3 12 4 4 51 2
split_gain=0.000100432 0.000185058 0.000115007 0.000123758 0.000141724 0.000161253 0.000207023 0.000133773 0.00023982 0.000139777 0.000113503 0.000227078 9.63921e-05 0.000126038 0.000175345 0.000275131 0.000155552 9.07185e-05
threshold=0.10398500000000001 0.073745000000000019 0.092395000000000019 0.079335000000000017 -0.083359999999999976 0.084225000000000008 -0.087094999999999992 -0.09547499999999999 0.096750000000000017 0.078330000000000025 0.0057500000000000008 0.086915000000000006 -0.115685 0.097345000000000015 0.074650000000000008 0.27020000000000005 0.11355500000000002 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 -1 6 -6 9 10 -8 11 17 -2 14 16 -16 -14 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0018161712096108312 -0.0012573940009557012 0.0023521755630698036 -0.0013809680816409789 0.0015476779788805358 -0.0023108211999444111 0.0014187206959477997 0.0023337033555639276 -0.00063264165551473687 -0.0025209893381167498 -0.00016406796873451231 0.0011066174391713825 -0.0020934931883057999 0.0021404807765321534 0.0017452719449799021 -0.0023262230065582215 0.00085799063634348419 -0.00044185251241430452 0.0012759683164381879
leaf_weight=0.0012249726390071167 0.0010246082306958892 0.0010559574841463581 0.0019064617031588462 0.001037827195962627 0.0010903952762245416 0.0015630941110141719 0.0010379223135409442 0.0010725211474707707 0.0010688235664290668 0.0011447065498320086 0.0016616263878403842 0.0013144232788236468 0.0012959341556758597 0.0012914112244879483 0.0014203203778357931 0.0012304726907752944 0.0010072747077103372 0.0013883026821798934
leaf_count=111 124 233 583 84 409 298 54 332 222 64 119 368 129 91 56 202 52 379
internal_value=0 0.000423966 -0.00024715 -8.82638e-05 -0.000223368 -5.13372e-05 -0.000286321 -3.22435e-05 -0.000386513 0.00102372 3.30994e-05 -0.000439396 0.000143897 0.00037379 1.62712e-05 -0.000848142 0.00101114 0.000444123
internal_weight=0 0.00832598 0.0155111 0.0136046 0.0125668 0.0113418 0.00977872 0.00868833 0.0065057 0.00218263 0.00543687 0.00377525 0.00727002 0.00624541 0.004954 0.00265079 0.00230321 0.00246082
internal_count=3910 887 3023 2440 2356 2245 1947 1538 1420 118 1198 1079 654 530 439 258 181 711
is_linear=0
shrinkage=0.00492917


Tree=1757
num_leaves=20
num_cat=0
split_feature=14 147 52 2 15 0 160 160 47 2 160 0 2 12 52 13 1 2 2
split_gain=0.000105708 0.000123904 0.000198365 0.000169292 0.000192758 0.000202368 0.000232034 0.000138618 0.000145357 0.000150983 0.000148372 0.000184338 0.00020937 9.76564e-05 8.75071e-05 0.000154585 0.000226101 8.63516e-05 1.12106e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.28122000000000008 0.092175000000000021 -0.11739999999999999 -0.10575999999999998 0.083295000000000022 -0.070974999999999996 0.096770000000000009 0.096325000000000008 0.09636500000000002 -0.15517999999999996 0.11085000000000002 0.089995000000000006 0.086635000000000004 -0.083514999999999992 0.092385000000000009 0.10184000000000001 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 18 -5 9 -9 11 -11 17 14 15 -7 -17 -13 -6
right_child=-2 -3 -4 7 5 13 -8 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0027473853788171987 -0.0018864645132691963 0.0017992129687364404 -0.0023758963650786879 0.0024178637747319909 0.0027396763100298108 0.0011624254227156766 -0.0010873220613354228 0.0021465111878241081 0.0024556668436701667 -0.003016572100852244 0.0015910973521225489 -0.00015794571795844323 0.0015639098034569937 -0.0018549341893205297 0.0012660646834849619 -0.0034295815249802248 -5.4976185482322391e-06 -0.0025633556465051227 0.0018587310163844044
leaf_weight=0.0010890367690521508 0.0010017795110898722 0.0013505028719586329 0.0011917316097290664 0.001371601932388139 0.001005085036581475 0.0011297858924996292 0.0010792960686671904 0.0010280555059547225 0.0010211552226195991 0.0010012154770533688 0.0011408971419346603 0.001041513670371419 0.0014509705063748858 0.0018603435441613553 0.0010196517247698239 0.00114296180543947 0.0016145418794125121 0.0010301349530320442 0.001000052319088951
leaf_count=249 147 216 345 193 28 395 34 149 105 48 110 110 321 493 269 416 79 173 30
internal_value=0 6.91132e-05 -4.10056e-05 9.79399e-05 -0.000395626 -0.000135656 0.00111492 0.000692289 0.000385467 6.96055e-05 -0.000307319 -0.000786093 -0.000152136 -0.00070565 -0.000269928 -0.000672825 -0.00142475 -0.00135404 0.00230031
internal_weight=0 0.0225685 0.021218 0.0200263 0.0109408 0.00985172 0.00308443 0.00908554 0.00771394 0.00669279 0.00566473 0.00452383 0.00352262 0.00676728 0.00490694 0.00388729 0.0027575 0.00207165 0.00200514
internal_count=3910 3763 3547 3202 1993 1744 92 1209 1016 911 762 652 604 1652 1159 890 495 283 58
is_linear=0
shrinkage=0.00589082


Tree=1758
num_leaves=28
num_cat=0
split_feature=14 1213 1456 52 1 13 0 52 48 15 47 2 2 3 2 51 151 2 16 457 13 16 16 0 403 0 0
split_gain=0.000476273 0.000438797 0.000371922 0.000369896 0.00029696 0.000353915 0.000373802 0.000366386 0.000292446 0.000292328 0.000461193 0.000465807 0.000322698 0.000286612 0.0002889 0.000315969 0.000310925 0.000446269 0.000509466 0.000491268 0.00027808 0.000276809 0.000391385 0.000268502 0.000264674 0.000586677 5.17793e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.10080500000000002 -0.060719999999999989 -0.017269999999999997 -1.0000000180025095e-35 0.091065000000000021 0.035895000000000003 0.11603500000000001 0.11230000000000001 0.11680500000000001 -0.15464999999999998 0.10393500000000001 0.08955500000000001 -0.083559999999999982 0.086545000000000025 -0.089864999999999987 0.085130000000000025 -0.091229999999999992 -0.008069999999999999 -0.090809999999999988 0.10302000000000001 0.03138500000000001 -0.10131499999999999 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 13 7 9 -6 -9 10 11 26 -13 -5 15 16 -15 18 -18 20 -19 22 -22 -16 25 -20 -7
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12 12 -14 14 23 -17 17 19 24 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00081912782975417347 -0.0009223265863339495 -0.00074798120594700369 -0.00069657392660013248 0.00057856368228647508 0.0013414437991442663 0.0011503341992285482 0.00095194884627757611 0.00077654405203852973 -0.00022661254114051643 -0.00066557441631990666 -0.00059343170797198838 -0.00072878594207402222 0.00046540478891193902 -0.0006088151527997471 -0.00089208193567639484 -0.00072511906958528717 -0.00095234598545206994 0.00074026902054975601 0.00043253530958322115 0.001279746716249675 0.00020001330804735227 0.00051662704272936993 -0.00099476179644520215 5.4035399247241272e-05 0.00068185929426551315 -0.00087128823921529071 0.00066593773825190884
leaf_weight=0.0014105475433524852 0.001305112324458845 0.0013135220562546781 0.0013718484049128335 0.0017658930697976817 0.0012586927284355953 0.0010271397443377692 0.0010543695608562281 0.001582827555696672 0.0011547873842122358 0.0012967347249315253 0.0014762936331287335 0.0010022138066716479 0.0010802315482135311 0.0013529706981929577 0.0016820160376306284 0.0012051768074424216 0.0014009874380109776 0.0017241227800244285 0.0018184241738055072 0.0012322330262488634 0.0015476557211978881 0.0015859978008707643 0.0010622942454226736 0.00116748179347681 0.0012661535932672052 0.0014059321762590164 0.0010012004076203063
leaf_count=578 126 312 290 58 117 67 113 184 62 44 48 21 81 200 203 129 125 54 18 18 124 154 242 20 41 416 65
internal_value=0 9.66654e-06 4.32242e-05 7.42251e-05 0.000107113 0.000296712 0.00011151 0.000664591 0.00035339 -1.72166e-05 0.000133264 0.00039424 -0.000109321 -4.80817e-06 -6.06397e-05 2.04154e-05 8.28253e-05 0.000154566 -0.000154345 0.000409022 0.000227785 1.7205e-05 -0.000286281 -0.000504444 9.46216e-05 -0.000135977 0.000911233
internal_weight=0 0.0362477 0.0348372 0.0335237 0.0321518 0.0119345 0.00793818 0.00399631 0.00273761 0.00688381 0.00558708 0.00411079 0.00208245 0.0202173 0.0184514 0.0156019 0.0143968 0.0130438 0.0058915 0.0071523 0.00592007 0.00419595 0.00260995 0.0028495 0.00449051 0.00322436 0.00202834
internal_count=3910 3784 3206 2894 2604 802 439 363 246 326 282 234 102 1802 1744 1521 1392 1192 600 592 574 520 366 223 475 434 132
is_linear=0
shrinkage=0.00151575


Tree=1759
num_leaves=31
num_cat=0
split_feature=1429 14 4 480 457 1213 133 133 457 131 160 160 4 15 3 38 124 151 51 52 0 0 403 43 4 0 2 2 48 3
split_gain=0.000631894 0.000642341 0.000553687 0.000465175 0.000526281 0.000545871 0.00044987 0.000501024 0.000429462 0.000320928 0.000328583 0.000598038 0.000383827 0.00042364 0.000512206 0.000421443 0.00048496 0.000296742 0.000367651 0.000657621 0.00040855 0.000540126 0.00039529 0.000339229 0.000369398 0.000456644 0.000340473 0.000506061 0.000308331 0.000245607
threshold=-1.0000000180025095e-35 0.077685000000000018 0.51060500000000009 0.08456000000000001 -0.15747999999999998 -0.081334999999999977 -0.26719999999999994 -0.16268499999999997 -0.067474999999999993 0.10370500000000001 -0.091109999999999983 -0.077604999999999993 0.25367000000000006 -0.10981499999999998 -0.0026499999999999996 1.0000000180025095e-35 -0.048219999999999992 0.056555000000000001 0.077145000000000005 -0.072349999999999984 -0.10209999999999998 -0.10071499999999999 0.088015000000000024 -0.17307499999999998 -0.49269499999999994 -0.06402999999999999 0.085155000000000022 0.089785000000000018 0.091555000000000011 -0.083604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 10 -10 -12 15 14 -14 16 -13 18 20 -20 -18 -22 23 29 -25 26 -26 -28 -19 -23
right_child=1 -3 -4 -5 5 6 7 8 9 -11 11 12 13 -15 -16 -17 17 28 19 -21 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0012613821868805403 0.0009245291036672639 -0.0010590608237237334 0.00096098283168023931 -0.0011294203809710591 -0.0011767529184301879 -0.0010232696173640896 0.00092327890343336515 -0.00085723588786435758 -0.00059861299236596023 -0.00089212328902857287 0.00089592152983146748 0.00091212244251195321 -0.00044631491178622889 0.0011822929121068767 0.00090201190074046917 -0.0010533801076089339 -0.00071872891627913836 -0.0010148968872187498 -0.00031327606071275711 0.00085826536767284929 0.00083255521495902629 0.00092821939331972335 -0.00084621156175298758 -0.0010208971183620836 -0.0010096527164337355 0.00040794310738200413 0.00068772508535555772 -0.0007079303184937051 2.7102762080966965e-05 -6.9054527870437838e-05
leaf_weight=0.0011792900500391936 0.0010315050717277776 0.0016796317151070985 0.0010177414663248415 0.0010407792354161496 0.0011125956290523034 0.0011783445150981278 0.0010459196575691712 0.0016637566078802615 0.0022867881109208945 0.0010479866654419237 0.0015134455102103752 0.0010189776108209805 0.0016387173916203382 0.0010477748759418195 0.0010029640407875906 0.0010486495633044149 0.0025912583267970598 0.0015943635930710789 0.001979397949104289 0.0022731877517900281 0.0013097167818045671 0.0011469507952630575 0.0016558146953791217 0.0010676252499912543 0.0013341069536998863 0.0025496350389369584 0.0010612662591940047 0.0012488517161167445 0.0010336646733861699 0.0010396687890903431
leaf_count=181 42 125 180 250 369 198 37 202 256 179 148 119 96 93 56 43 76 36 86 119 13 48 88 59 335 118 127 194 20 17
internal_value=0 -0.000158534 -0.000121262 -0.000149102 -0.000122616 -0.000151426 -0.000120068 -8.98333e-05 -0.000120858 -8.31502e-05 -5.61872e-05 -1.36433e-05 -6.34424e-05 0.000382733 6.56027e-05 -0.000132166 -8.99895e-05 -0.000136647 -7.27248e-05 0.000312963 -0.000182034 -7.00024e-05 -0.00017646 -5.90835e-05 -0.0002136 -7.44478e-05 -0.000411946 -6.67674e-05 -0.000605054 0.000454047
internal_weight=0 0.0422611 0.0405815 0.0395637 0.0385229 0.0374914 0.0363788 0.0352005 0.0341546 0.0324908 0.0314428 0.029156 0.0276426 0.00368946 0.00264168 0.0239531 0.0229045 0.0218855 0.0192575 0.00425259 0.0150049 0.0124136 0.0111039 0.0094481 0.00726149 0.00619386 0.00364422 0.00231012 0.00262803 0.00218662
internal_count=3910 3729 3604 3424 3174 3132 2763 2565 2528 2326 2147 1891 1743 245 152 1498 1455 1336 1280 205 1075 999 986 898 833 774 656 321 56 65
is_linear=0
shrinkage=0.00148603


Tree=1760
num_leaves=19
num_cat=0
split_feature=1 0 4 147 52 52 51 52 2 48 16 49 4 47 3 15 13 0
split_gain=8.9044e-05 0.000156821 0.000186465 0.000155963 0.000161646 0.000177257 0.000261573 0.000171066 0.000147627 0.000243701 0.000189488 0.000176431 0.000154273 0.000200644 0.000135342 0.000223199 0.000129529 9.78013e-05
threshold=0.085835000000000009 -0.060094999999999989 -0.51381999999999983 0.087265000000000023 -0.37613999999999997 -0.11051499999999999 -0.07174999999999998 0.18936500000000003 0.097940000000000013 0.087945000000000009 -0.17157499999999998 -1.0000000180025095e-35 -0.05171499999999999 0.09550500000000002 -0.084129999999999996 0.083935000000000023 -0.089189999999999978 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 -2 -6 -7 8 9 11 -10 -8 -13 -14 -1 17 -4 -16
right_child=3 2 16 -5 5 6 7 -9 10 -11 -12 12 13 -15 15 -17 -18 -19
leaf_value=-0.0022425333719400765 -0.0018799012039069599 -0.0014833982669320094 0.0027945757337849921 0.0023547331557820122 0.0024661838324839098 -0.002320906329560266 0.0027067638222085548 -0.0017829831522595996 0.00016706440359414115 -0.0020520388678652011 0.0028693929033690377 0.0018835470131517945 -0.0022724957511652678 0.0010900278759384536 -0.00037303631412303291 0.0013701109501358438 0.00025078745148798289 -0.002488572091843274
leaf_weight=0.0018455774736380673 0.0011673935995933369 0.0010625908638687842 0.0010380872173954003 0.0010107452117520547 0.0010468283417621469 0.0012443800095384176 0.0010398009883124714 0.0010080736061630615 0.001529480403007058 0.001269677845811723 0.0016754418248069863 0.001000316567106853 0.0012034792594768657 0.0010021741055381006 0.0014392117000703308 0.0013961735549413712 0.0015199515696146526 0.0012654328748071125
leaf_count=877 184 48 26 145 128 121 56 167 166 90 187 281 137 48 131 413 178 527
internal_value=0 -0.000439625 0.000471176 0.000253235 9.21623e-05 0.000283696 7.5483e-05 0.000382009 0.000632282 8.17172e-05 0.00157976 0.000719807 7.53717e-05 -0.000744679 -0.000994191 -0.000432374 0.00128309 -0.00136284
internal_weight=0 0.00956703 0.00362063 0.0141978 0.013187 0.0120197 0.0109728 0.00972844 0.00872037 0.00551545 0.00320492 0.00424577 0.00320597 0.00220565 0.0059464 0.00410082 0.00255804 0.00270464
internal_count=3910 2200 252 1710 1565 1381 1253 1132 965 612 353 522 466 185 1948 1071 204 658
is_linear=0
shrinkage=0.00555105


Tree=1761
num_leaves=31
num_cat=0
split_feature=9 133 133 1212 160 1429 376 1374 1 457 457 15 147 11 376 4 150 1 1 1 16 0 0 1 15 42 42 159 133 3
split_gain=0.000776263 0.000605862 0.000591273 0.00102285 0.000595097 0.000553054 0.000514001 0.000588198 0.000549169 0.000438585 0.000591572 0.000436808 0.00053859 0.000420698 0.000447583 0.000394079 0.000466712 0.000570359 0.000484972 0.000572595 0.00048731 0.000412445 0.000877144 0.000368133 0.000261899 0.000246438 0.000864045 0.000408162 0.00031074 0.000441008
threshold=-0.016839999999999997 -0.26719999999999994 -0.17468499999999998 -1.0000000180025095e-35 -0.40446999999999994 -1.0000000180025095e-35 0.11382500000000002 0.09309000000000002 0.14000500000000002 -0.098834999999999992 -0.066264999999999991 0.22941000000000003 0.090245000000000006 0.088315000000000018 0.084680000000000019 0.074650000000000008 -0.094019999999999979 0.11215000000000001 0.10471000000000001 0.092730000000000021 -0.067969999999999989 -0.11756999999999999 -0.15137999999999999 0.11183500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089024999999999979 0.092630000000000018 0.093845000000000026 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 9 -7 -11 12 13 14 15 16 -12 18 19 25 -21 22 -17 24 -23 26 -18 28 29 -27
right_child=1 2 3 4 5 6 -8 -9 -10 10 11 -13 -14 -15 -16 21 17 -19 -20 20 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0012237334255983151 -0.00099069369017813292 0.0009133236679350101 -0.0014283689256389359 -0.00099014694158697475 -0.0010081452191428976 0.00092267143969627778 -0.00095597344670475884 -0.00097648874936833601 0.00096180737508638823 -0.001034660605417866 0.00092108120327452246 -0.00084868704475872525 0.0010758325066704496 -0.00068787832445369379 0.0010212667001254555 0.00060030062612942653 0.00024032583511568407 -0.00095006662426039507 0.00093940479458136644 1.1730053955588986e-05 -0.0012398325972947355 -5.4111086285492244e-05 -0.00091252067719239808 0.0012769435993261861 0.00089481574412523125 0.00081747724197868605 -0.0013714075474014773 -0.00073665669773932251 -0.00040077203195656433 0.00012443632285992942
leaf_weight=0.0010069232104764755 0.0013390317336894877 0.0013553941171928754 0.0010631277304982137 0.0012254292824603321 0.0010394701292778799 0.0011863403185694557 0.001014738383687235 0.0010574795121733862 0.0014620668766733421 0.001015380609779625 0.0010142128906425176 0.0010195492901061689 0.0011160357052668038 0.0014404569177369755 0.001043723307264848 0.0019373291350515132 0.001912468615827459 0.0014047958131455643 0.0010438539050188203 0.0011378380358353368 0.0014352596019516764 0.0013946892925216225 0.0013110199778791909 0.0013641259157090579 0.0010327426584302293 0.0024542679156192961 0.0010517774161433987 0.0010318955561331713 0.0015313810831533723 0.0079117929851107091
leaf_count=121 238 52 256 284 164 54 30 59 98 154 29 24 96 79 54 59 242 96 53 55 134 91 63 71 25 77 296 111 235 510
internal_value=0 -4.42169e-05 -1.54188e-05 -4.49315e-05 -9.56807e-06 2.02013e-05 4.73832e-05 7.39593e-05 0.000103778 6.87271e-05 3.94516e-05 7.19213e-05 0.00010074 6.61415e-05 0.00010233 6.92222e-05 -2.51658e-05 -7.10506e-05 -7.75981e-06 -6.12996e-05 -0.000686385 0.000363244 -1.02677e-05 0.000683244 0.000349607 3.98988e-05 -0.000331551 0.000125059 0.000199798 0.000288521
internal_weight=0 0.0453477 0.0440086 0.0426532 0.0415901 0.0403647 0.0393252 0.0383105 0.037253 0.0357909 0.0346046 0.0335892 0.0325697 0.0314536 0.0300132 0.0289695 0.0219295 0.0209153 0.0195105 0.0184667 0.0025731 0.00703991 0.00324835 0.00379156 0.00242743 0.0158936 0.00296425 0.0129293 0.0118974 0.0103661
internal_count=3910 3789 3551 3499 3243 2959 2795 2765 2706 2608 2554 2400 2376 2280 2201 2147 1838 1809 1713 1660 189 309 122 187 116 1471 538 933 822 587
is_linear=0
shrinkage=0.00142833


Tree=1762
num_leaves=31
num_cat=0
split_feature=14 1212 1456 2 128 52 1374 151 16 41 157 49 3 16 13 12 1 16 2 12 2 0 48 160 2 16 4 0 15 42
split_gain=0.00062826 0.00049454 0.000371865 0.000358863 0.000344078 0.000295074 0.000285132 0.000305514 0.000373206 0.000408617 0.000326588 0.00034482 0.000314081 0.000578605 0.000608421 0.00046477 0.000443703 0.000425433 0.000360591 0.000776656 0.00074016 0.000400886 0.000262801 0.000242229 0.000228736 0.000267023 0.000271603 0.000184818 0.000310729 0.000171567
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.086435000000000012 -0.42985499999999993 0.086000000000000007 -0.27336999999999995 -0.53257999999999994 0.079395000000000007 -0.073574999999999988 0.10960000000000002 0.11265500000000002 0.20277000000000003 0.17936000000000002 0.090840000000000018 0.099370000000000014 -0.044329999999999987 0.086650000000000019 0.092365000000000017 0.085255000000000011 -0.055084999999999988 0.091185000000000002 -0.082234999999999989 0.092450000000000018 -0.090809999999999988 0.00096500000000000015 -0.10131499999999999 0.083935000000000023 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -9 10 23 12 13 14 16 17 18 22 20 21 27 24 -14 -10 25 26 -20 -12 -29 -15
right_child=-2 2 3 -5 -6 6 -8 8 9 -11 11 -13 15 29 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00087863040451349977 -0.00099796630102950892 -0.00068873062267606167 -0.00061614439316509337 0.00079198603042973355 -0.0007359729923181956 -0.00066829140583666842 -0.00067217007979587372 0.0009030481589779591 0.00013051259927383506 -0.00078575582412070339 0.00031711577766103271 0.00092234063576612205 0.00031922000953534576 0.00038893983846482219 -0.0009647868861740426 0.00042294369058601519 0.00070365888859010538 -0.0013204916508114954 0.0012730275296264722 -0.00082612868285076842 -0.0013320241041484653 0.0012246630534391574 -0.0007286268180536563 0.0010571011612510934 -0.00020969911147812568 -2.8941675444783529e-05 0.00024762585388760203 -0.00087031298201100348 0.00022189803434066166 0.0010522841288171431
leaf_weight=0.0012913764322957646 0.0013647906996866457 0.0014356927173261721 0.0012958849611511272 0.0013944810927529463 0.0011771612519257948 0.001015729597234837 0.0010015927090500911 0.0013151219952660586 0.0010625767469968489 0.0010431068511955735 0.0019791959116588487 0.0010236262917838737 0.0010261390815732296 0.001814982933270314 0.0012181481405967578 0.0013618749533179653 0.0022424791639123068 0.0011118167196002551 0.0011216822743893313 0.0012897998661228482 0.0011362254306861996 0.0010752266735352244 0.0010061637100164944 0.0013721155566831502 0.0016072429917388664 0.0014801669425886788 0.0010725300502318902 0.0010502108890928299 0.0011674734637407702 0.0015212030148483713
leaf_count=273 126 349 280 161 199 60 90 105 146 95 34 77 52 57 105 19 231 21 34 269 121 27 29 121 91 193 39 157 311 38
internal_value=0 7.77843e-06 3.8369e-05 6.73789e-05 3.81662e-05 6.54402e-05 9.29419e-05 0.000117571 0.000144091 0.000109415 0.000143075 9.4043e-05 5.91262e-05 0.000138216 2.59594e-05 -0.000287995 0.000105243 -0.000595937 1.85634e-06 0.000204651 -0.000288912 0.000413795 -0.000199554 0.000652709 0.00024872 0.000449241 0.000771812 -6.50909e-06 -0.000295332 0.000691405
internal_weight=0 0.038711 0.0374197 0.035984 0.0345895 0.0334123 0.0321164 0.0311148 0.0300991 0.028784 0.0277409 0.0253062 0.0242826 0.0197766 0.0164404 0.00450599 0.0152222 0.00314412 0.0129798 0.00764665 0.00533311 0.00635685 0.0020323 0.00243469 0.00528162 0.00367438 0.00219421 0.00419688 0.00221768 0.00333619
internal_count=3910 3784 3511 3162 3001 2802 2522 2432 2372 2267 2172 1905 1828 1707 1612 121 1507 102 1276 653 623 384 81 267 357 266 73 502 468 95
is_linear=0
shrinkage=0.00145689


Tree=1763
num_leaves=19
num_cat=0
split_feature=403 403 160 123 1 42 48 50 3 0 13 15 49 52 47 133 4 16
split_gain=9.70958e-05 0.000110136 0.000141994 0.000158146 0.000229273 0.000319119 0.000235406 0.000204872 0.000207867 0.00012271 0.000177133 0.000285463 0.000140058 0.000125703 0.000240394 0.000123427 9.54864e-05 6.80686e-05
threshold=0.10150000000000002 0.03138500000000001 -0.217635 1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 0.11930500000000001 0.07992500000000001 -0.11266 -0.053834999999999994 -0.075169999999999987 -0.077959999999999988 -0.075429999999999983 -0.07125999999999999 0.09252500000000001 0.083815000000000014 -0.06272999999999998 0.0063350000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 16 10 12 13 -10 -12 -15 -14 -7 -13
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 11 17 15 14 -16 -17 -18 -19
leaf_value=-0.0018758410145558384 -0.001673849994499964 0.0013281956594080576 -0.0030402667765513057 0.0017793995817433289 0.002341526710598564 0.00071980252496824668 -0.0024476817389703794 -0.0021856113755622229 0.00093460172409761625 -0.0013075843248074083 -0.0017994364421813978 0.0014376555678187019 -0.0027841436459420726 0.0018877329174773047 -0.0015419958950169213 -0.00019134410702935543 0.0028302647657683739 0.0033450581975901215
leaf_weight=0.0012548525382799275 0.0010521377200721762 0.0019066907241884748 0.0011775673021790006 0.0015050018786761437 0.0011193065616659217 0.0013895235247747273 0.0011657819251533743 0.0010793386351153492 0.0010139338100403376 0.0018620504778525506 0.0010174570937386829 0.0012026919142476555 0.0011859270021602137 0.0015566537624119026 0.0010575514557800147 0.001081845025501342 0.0012592665990331453 0.001107314084519008
leaf_count=387 265 205 729 295 90 131 79 331 82 187 55 167 345 45 20 299 101 97
internal_value=0 5.06987e-05 -6.50925e-05 4.97752e-05 -9.26552e-05 -0.00025146 -4.59439e-05 0.000143066 0.000326071 -7.75032e-06 0.000254665 0.000826375 -0.000780439 -0.000144023 0.000500269 -0.00154724 0.00172314 0.00235198
internal_weight=0 0.0229428 0.0210361 0.0197812 0.0182762 0.0171569 0.0159793 0.0148136 0.0137342 0.0110854 0.00922337 0.00594167 0.00328171 0.00363166 0.00261421 0.00226777 0.00264879 0.00231001
internal_count=3910 3645 3440 3053 2758 2668 1939 1860 1529 1297 1110 384 726 120 65 644 232 264
is_linear=0
shrinkage=0.00555105


Tree=1764
num_leaves=30
num_cat=0
split_feature=9 14 1213 52 403 1456 151 49 157 131 4 12 130 160 16 47 47 15 52 16 2 12 47 15 0 15 1 16 52
split_gain=0.00080036 0.000499387 0.000501219 0.000338429 0.000342279 0.000332837 0.000338924 0.000423294 0.000333683 0.000338494 0.000319106 0.000381782 0.000350363 0.000368853 0.00029388 0.000346033 0.000593398 0.000359326 0.000421051 0.000720182 0.000409335 0.000283368 0.000269049 0.000222368 0.000218148 0.000165108 0.000182372 0.000122987 0.000141405
threshold=-0.016839999999999997 0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.10960000000000002 -0.062769999999999979 0.09994500000000002 -0.0021099999999999995 0.10058500000000002 -1.0000000180025095e-35 0.043720000000000009 -0.48509999999999992 0.09550500000000002 0.087235000000000021 -0.074174999999999977 -0.07984999999999999 -0.088734999999999994 0.089910000000000004 1.0000000180025095e-35 0.096475000000000019 0.098650000000000015 -0.10575999999999998 0.084565000000000015 0.095575000000000007 0.20277000000000003 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 24 10 11 12 -10 25 22 16 17 18 -16 20 -20 -17 -12 -19 -8 26 27 28 -14
right_child=1 -3 3 4 5 6 7 -9 9 -11 14 -13 13 -15 15 21 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0012694190171459656 -0.00087675605242778436 -0.0010159820475964488 -0.00071963373944291273 -0.00081286924822122865 -0.00067036238024470332 -0.00075169402961071787 0.0010626717133756965 0.00079648882302720458 -0.00037874634978500143 0.00081076729765103544 0.0005973680548355297 -0.00058852572900478959 0.00070799628542130607 -0.0001957962681601295 0.00075248799619833642 0.00056941562852068578 -0.0014274495444904294 -0.0011006192851034647 -0.0005022806199938331 -0.0011406022955272391 0.00072808277343387078 -0.00036216320451850107 -0.00033957740858099231 -0.00019353331052537068 0.00012878208347707977 0.00015378431607217653 0.0012554151375746107 0.00091762183422383202 -6.3637437211582978e-05
leaf_weight=0.0010285180329704163 0.0014757083171232635 0.0011674704365121072 0.0013582569366658572 0.0010144901776840956 0.0013088032774299227 0.0010108630131746557 0.0011913430482133336 0.0019291936188184913 0.0014244732976578254 0.0011693874728781603 0.0019209875986817551 0.0012174377285236728 0.001101591340958454 0.0016591005085789812 0.0011663223261263473 0.0017247664929982429 0.0011012193053383523 0.0014348976212936269 0.0010292390054687118 0.0013482961049068303 0.0014222826004625447 0.0012390403586199916 0.0010449476419864823 0.0010217796470577412 0.0010298099636753535 0.0014198667452385294 0.0011182949351408178 0.0013330280829677577 0.0010009911042148656
leaf_count=121 578 124 337 562 260 65 42 129 72 68 160 82 99 162 51 18 31 104 43 63 88 43 33 30 251 157 50 29 58
internal_value=0 -5.93749e-05 -2.85377e-05 7.49271e-06 3.70778e-05 6.37172e-05 9.46507e-05 0.000123123 7.69245e-05 2.95166e-05 -7.42787e-06 0.000192789 0.000297809 0.00042407 -0.000149756 -0.000257423 -0.000409502 -0.000258484 -2.85238e-05 -0.000268249 0.000211531 0.000179963 0.000267267 -0.000723345 0.000629685 0.000596226 0.000734175 0.00056451 0.000340639
internal_weight=0 0.0373839 0.0362164 0.0347407 0.0333825 0.032368 0.0310592 0.0300483 0.0281191 0.0258979 0.0247286 0.0102748 0.00905735 0.00763287 0.0144538 0.0114878 0.00852404 0.00742282 0.00496614 0.00379982 0.00245152 0.00296381 0.00296594 0.00245668 0.00222115 0.00597377 0.00455391 0.00343561 0.00210258
internal_count=3910 3789 3665 3087 2750 2188 1928 1863 1734 1441 1373 709 627 555 664 471 410 379 245 194 131 61 193 134 293 393 236 186 157
is_linear=0
shrinkage=0.00148603


Tree=1765
num_leaves=20
num_cat=0
split_feature=14 1374 1 457 3 3 2 11 0 49 15 3 16 2 0 42 13 51 133
split_gain=9.1697e-05 0.000108922 0.000134808 0.00021635 0.000174345 0.000323466 0.000292857 0.000358958 0.000170424 0.00015828 0.000140443 0.000151522 0.000142208 0.00011187 0.000101861 0.000103202 0.000131397 9.76348e-05 9.48472e-05
threshold=0.054835000000000009 -0.094679999999999986 1.0000000180025095e-35 0.041935000000000007 0.16699000000000003 0.090325000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.089879999999999974 -0.059914999999999989 -0.10312999999999999 -0.078884999999999997 -0.055679999999999993 0.11635500000000001 0.18055000000000002 0.084100000000000022 -0.014114999999999997 -0.034774999999999993 0.084285000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 10 -8 18 -10 -4 -12 -13 17 15 16 -11 -7 -3
right_child=-2 2 3 -5 -6 13 7 -9 9 14 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0017240272224187695 -0.0017962078688876025 -0.0032569413948180933 -0.0020436074155283116 0.0028286787870898393 0.0026411377256719943 -0.00093889341748245821 0.0037737610001874452 -0.00056117726191686715 0.0022171997030877265 0.0011040011335412567 -0.001528368566355943 0.0024534487937225764 -0.00024777443212183758 2.9317936298173783e-05 0.0013067554078184068 -0.002199256838858707 -0.0015933659274962443 -0.0034784152192814679 -0.00068925837706872693
leaf_weight=0.0011817964727933719 0.0010115137762544404 0.0010203375302369321 0.0011315283445576243 0.0013155898175561545 0.0010230803437181893 0.0010097340972925473 0.0018954062216569208 0.0010841083789983053 0.0010091190106135128 0.0014136064174400387 0.0011027032746500102 0.0014036072596208538 0.0014110058360913228 0.0011052517216274538 0.0010123899316454299 0.0013212883875800378 0.0012102089715488058 0.0011916013673616286 0.0010578971503958368
leaf_count=66 147 274 119 186 159 59 249 157 63 154 385 125 192 52 27 726 520 62 188
internal_value=0 5.24345e-05 0.0001491 0.000512207 0.000265604 5.11913e-05 0.000702605 0.00219648 -0.000468065 4.80724e-05 -0.000178985 0.000359616 0.00109929 -0.00153043 -0.000393463 -0.000829772 -0.000140133 -0.00231356 -0.0019499
internal_weight=0 0.0229003 0.0217185 0.0136736 0.012358 0.0113349 0.00802836 0.00297951 0.00804485 0.00596661 0.00504884 0.00391732 0.00281461 0.00330659 0.00495749 0.0039451 0.00262382 0.00220134 0.00207823
internal_count=3910 3763 3697 1745 1559 1400 1227 406 1952 1490 821 702 317 173 1427 1400 674 121 462
is_linear=0
shrinkage=0.00600863


Tree=1766
num_leaves=31
num_cat=0
split_feature=14 1213 1456 133 133 52 403 157 1374 42 123 159 124 1 151 2 48 2 52 16 43 3 4 1 16 4 13 0 0 9
split_gain=0.000559529 0.000442414 0.000479592 0.000337921 0.000413951 0.000259419 0.00045796 0.000299163 0.000266654 0.00029033 0.000470727 0.00043431 0.000457383 0.000409542 0.000387581 0.000471752 0.00067366 0.000535595 0.000462543 0.000568303 0.000446274 0.000366601 0.000477397 0.000580889 0.000337502 0.000365818 0.000264036 0.000184428 0.000147275 0.000133914
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.16268499999999997 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 0.086000000000000007 -0.11403999999999999 0.083745000000000014 0.10519500000000001 -0.013479999999999999 0.11561500000000001 -0.084129999999999996 0.086545000000000025 0.016865000000000002 0.087005000000000013 0.11588000000000002 0.20277000000000003 -0.078454999999999983 -0.089974999999999986 -0.082339999999999983 0.095575000000000007 -0.50763499999999995 0.011185000000000002 -0.060719999999999989 -0.11524 -0.11524 0.085555000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 27 9 -9 11 12 -11 14 -14 16 21 -17 19 20 -19 -16 -23 29 -22 -26 -15 -8 -28 -24
right_child=-2 2 3 4 5 6 7 8 -10 10 -12 -13 13 26 15 17 -18 18 -20 -21 24 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00080186038895019285 -0.001004809521859822 -0.00084586053019693283 -0.00079259691028863138 0.0010407790994515409 -0.00067202334578483414 -0.00092671795608524946 0.0010901230347991812 -0.00052070003625007935 -0.00068993891193094435 -0.00083932740298398869 0.0010658938981884586 -0.00086866257621341669 -0.00052743306985976489 0.001369409444555561 -0.00074659116439180649 0.0013908731085559207 -0.0012910668434444764 -0.00054647558851627796 -0.00055868783733737271 0.0013274033385003833 0.001193050771814916 0.0012045378489846826 -0.00090490346788724087 0.00089030365836696159 0.00057455782062652654 -0.00035136011793054033 -6.388770686974643e-06 0.00020480216353924112 0.00082337840451432735 -0.00010796374646980612
leaf_weight=0.0015625233160948817 0.0013633174921798821 0.0014083323997796096 0.0010417558213450242 0.0010852887765846466 0.0010881519383531537 0.0010129920520971633 0.0011898411072763793 0.0016111662403135362 0.0010189269878394516 0.0010623766515602808 0.0012903197245166453 0.0010425388874104593 0.0020092449316267405 0.0010137584752244466 0.0010301986517036177 0.0011346095772166729 0.0010299986396984373 0.0014148429722586897 0.0013857067405621546 0.0013417555430645933 0.0011001405833913503 0.0010160036154669427 0.0010131776965784369 0.0010951758774213616 0.0027854232515936005 0.00160918003858046 0.0010326335864903058 0.0010666726664567685 0.0010127437743948078 0.0010028761845006784
leaf_count=578 126 312 197 55 276 542 36 91 78 53 223 131 109 79 54 13 47 77 113 29 37 28 97 44 74 46 29 264 40 32
internal_value=0 3.49794e-06 3.85059e-05 7.45676e-05 0.000101537 7.00862e-05 9.58675e-05 0.000130044 8.64804e-05 0.000115744 0.000156079 0.000107433 0.000151505 0.000199292 0.000114632 0.000190701 -0.000149526 0.000386134 0.000267842 0.000406647 0.000227847 7.84527e-05 0.000284392 -1.60911e-05 0.000427228 0.000235513 0.000724232 0.000671625 0.00040446 -0.00050847
internal_weight=0 0.0375084 0.0359458 0.0345375 0.0334957 0.0324105 0.0313223 0.0303093 0.0280528 0.0270339 0.0254227 0.0241324 0.0230898 0.0220275 0.0189683 0.0169591 0.00618743 0.0107717 0.00963705 0.00825134 0.00690959 0.00515743 0.00412723 0.00311123 0.00549474 0.0043946 0.00305914 0.00225651 0.00204538 0.00201605
internal_count=3910 3784 3206 2894 2697 2642 2366 1824 1524 1446 1355 1132 1001 948 800 691 302 389 376 263 234 255 201 173 157 120 148 300 69 129
is_linear=0
shrinkage=0.00154607


Tree=1767
num_leaves=31
num_cat=0
split_feature=1429 14 1213 4 480 133 133 457 457 403 160 160 484 50 52 1374 49 0 4 2 13 15 47 3 15 48 52 15 4 0
split_gain=0.000733215 0.000597252 0.00052628 0.000454978 0.000596092 0.000441343 0.000440342 0.000386495 0.000479166 0.000366238 0.000374546 0.000499132 0.000398075 0.000614199 0.000537377 0.000418724 0.000304584 0.000457339 0.000397367 0.000364207 0.000379799 0.000410803 0.000333671 0.000414155 0.000291774 0.000347766 0.000335519 0.000179847 0.000177065 0.000164474
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.08456000000000001 -0.26719999999999994 -0.16268499999999997 -0.15747999999999998 -0.067474999999999993 -1.0000000180025095e-35 -0.091109999999999983 -0.077604999999999993 -0.0043499999999999988 0.09525500000000002 0.11588000000000002 -0.095439999999999983 0.12215500000000001 -0.23029999999999998 0.25367000000000006 0.10362500000000001 0.24518500000000001 0.088190000000000004 0.09550500000000002 -0.11171999999999999 -0.091274999999999981 0.086870000000000017 0.071660000000000015 -0.11739999999999999 -0.038174999999999994 -0.090754999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 -10 29 -12 -13 14 15 -14 17 -17 19 20 21 22 23 -19 -25 26 -26 -20 -21 -11
right_child=1 -3 3 -5 -6 6 7 8 9 10 11 12 13 -15 -16 16 -18 18 27 28 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012310138575513797 -0.00079365198952968923 -0.00090837361660868238 -0.00085785711903756665 0.0010260011234404973 -0.0010321070517375981 0.0010372282020956309 0.00096928309494450791 -0.00075423091020150688 -0.00069308902261771698 -4.3440461964944391e-05 0.0010429760120050928 -0.00069241437129706409 -0.00045101068533449359 0.0011954008346738013 -0.00061796862185342345 0.001164134377797578 -0.00052406157304639412 0.00089025091834433123 0.00042202198421824701 -4.0573468448880834e-05 -0.00050234951239192557 0.00086277818667701979 0.00084535067517037743 -0.00066160329527332573 -0.00058851104926210829 0.00082307785393328191 0.00029751843787879912 0.0012148816013491483 -0.00080675144951172144 -0.0008574537918503483
leaf_weight=0.0010293256271861886 0.0015139724054728512 0.0014361384903278642 0.0010183786495989713 0.0010543328685019135 0.0010396232016443496 0.0010656305479939112 0.0010185317541200325 0.0014720026199220295 0.0011973407142589201 0.001023165079635735 0.0013361690532094342 0.0011921148242347293 0.0020012610463453475 0.0011796430999264631 0.0019323262671235844 0.0011920110382046397 0.0010266128259482357 0.0010846515195623713 0.0013675299052657713 0.0016105026642128095 0.0012821241649660928 0.0024411288121428685 0.0013672830508975053 0.0014339690012139389 0.0017337392092681009 0.0010610050228128109 0.0019026738684129185 0.0010922567432266597 0.001062650633863905 0.0010861224465730781
leaf_count=181 578 125 188 179 240 34 41 202 502 65 129 198 39 51 52 38 87 26 80 89 29 58 36 67 144 42 59 66 107 178
internal_value=0 1.42265e-05 4.83854e-05 8.25861e-05 5.51244e-05 8.7253e-05 0.000115427 8.57471e-05 5.76935e-05 9.67429e-05 0.0001289 0.000174601 0.000129912 0.000169486 0.000118188 0.000183863 0.000248495 0.000291064 0.000231388 0.000142273 0.000248148 0.000335429 0.000185449 6.04125e-05 -8.63871e-05 8.92076e-05 -0.000124915 0.000774088 -0.00034515 -0.000462595
internal_weight=0 0.0402249 0.0387888 0.0372748 0.0362204 0.0351808 0.0341624 0.0330968 0.0320783 0.0306063 0.0294089 0.0272997 0.0259635 0.0247714 0.0235917 0.0216594 0.0196581 0.0186315 0.0174395 0.0149797 0.0123066 0.0110245 0.00858332 0.00721604 0.00613139 0.00469742 0.00363641 0.00245979 0.00267315 0.00210929
internal_count=3910 3729 3604 3026 2847 2607 2419 2385 2344 2142 1640 1397 1268 1070 1019 967 928 841 803 657 461 432 374 338 312 245 203 146 196 243
is_linear=0
shrinkage=0.00145689


Tree=1768
num_leaves=19
num_cat=0
split_feature=4 11 158 156 159 15 403 16 16 2 12 51 0 16 12 47 16 3
split_gain=0.00010068 0.000175878 0.000147045 0.000149461 0.000194099 0.000157342 0.000146011 0.000192006 0.000177605 0.000213437 0.000239793 0.000307947 0.000262928 0.00022611 0.000188666 0.000137251 7.88251e-05 3.36792e-05
threshold=0.27608500000000008 0.077165000000000025 0.085745000000000002 0.088855000000000003 0.073745000000000019 -0.11739999999999999 0.09389500000000002 -0.38486499999999996 -0.15168999999999996 0.086650000000000019 0.095295000000000019 0.08955500000000001 -0.14293499999999998 -0.08755499999999998 0.088285000000000016 0.09550500000000002 -0.077034999999999978 -0.01223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 13 11 12 -11 -10 -14 17 -2 -15
right_child=16 -3 -4 -5 -6 6 -8 8 9 10 -12 -13 14 15 -16 -17 -18 -19
leaf_value=-0.0019122193729459659 0.0015341832398828943 -0.0023291873395260418 -0.0019600244189814675 -0.0018204149519391369 0.0020858471800829143 -0.0017739330994218129 -0.0017301372656188397 0.002160127848363746 -0.0028448414433250766 0.0044754978934685779 -0.0013130034410962798 -0.00050980127292282003 -1.4240973997675225e-05 -0.00020965319437920966 0.0027185330849558206 0.0012018654439562414 -0.00028132602911383145 -0.0015811961436768404
leaf_weight=0.0011164346877715762 0.001933023896822518 0.0010061609097204707 0.0010781774026428414 0.0011254216447333923 0.0014076888553029151 0.0011613439063652515 0.001079016642853702 0.0015917423567395296 0.0010221807069595301 0.001022641297423574 0.0012038166187223649 0.0018128085986652623 0.001466547885648063 0.0010012146747218065 0.0014112214515978327 0.0015413047447419004 0.0010509225046120832 0.0010381472449199243
leaf_count=176 343 212 306 275 262 70 237 49 218 50 271 161 283 540 233 74 98 52
internal_value=0 -0.000152335 -4.32563e-05 6.55042e-05 0.000184236 2.16894e-05 0.000162328 0.000305396 0.00048957 0.000258743 0.000851175 0.00130718 0.00215167 -0.000631549 0.00132588 2.84482e-07 0.000894775 -0.000907844
internal_weight=0 0.0210859 0.0200797 0.0190015 0.0178761 0.0164684 0.015352 0.014273 0.0131116 0.0115199 0.00691704 0.00571322 0.00390041 0.00460285 0.00287777 0.00358067 0.00298395 0.00203936
internal_count=3910 3469 3257 2951 2676 2414 2238 2001 1931 1882 998 727 566 884 516 666 441 592
is_linear=0
shrinkage=0.00533549


Tree=1769
num_leaves=31
num_cat=0
split_feature=1213 1456 14 133 133 376 123 130 1 43 43 1186 1 1374 44 3 51 34 453 4 159 12 0 1374 49 49 12 3 1 0
split_gain=0.000745167 0.000793033 0.000558551 0.000439122 0.000641985 0.000634551 0.00102333 0.000534515 0.000577561 0.000503791 0.00101435 0.000468848 0.00102013 0.000443643 0.000427608 0.000550925 0.000480166 0.00042046 0.000425181 0.00041847 0.000466211 0.000394348 0.00037428 0.00034608 0.000388659 0.000360832 0.000312313 0.000683332 0.00060457 0.000258704
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.085714999999999986 0.11605500000000001 0.083745000000000014 -0.0015749999999999998 0.088675000000000018 -0.15109999999999998 -0.089949999999999988 0.085080000000000003 1.0000000180025095e-35 0.089520000000000016 0.088980000000000017 0.24227500000000002 0.13669500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.089930000000000024 0.10297500000000001 -0.15291499999999997 -0.094679999999999986 -0.085974999999999982 -0.068409999999999985 0.084100000000000022 -0.078669999999999976 0.092550000000000007 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 11 6 7 8 -6 21 -11 12 -5 14 15 16 17 -12 19 20 23 29 -21 -19 -25 -26 28 -28 -27 -9
right_child=1 2 -4 4 5 -7 -8 9 -10 10 13 -13 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0010105119523249311 -0.0010262132871914752 -0.00086558253367276477 -0.0009642471434996386 -0.00079531750934482308 -0.0015272179532841541 -0.0011901080948541639 0.0012036403705764614 0.00045865172092477021 0.00010796130279731364 -0.0011298505990248271 -0.00084407247090810371 0.0015449298569481934 0.0011608895059683432 -0.00092347042923978599 -0.00089232118880920987 0.0012658113789992755 -0.00086946958556319114 -0.00035679805128074166 -0.00080706804545865982 0.0014715249258780247 -0.0008214320620455656 -0.00025754026235759485 0.0003544859061044098 -0.00034093451153790235 0.0012284126473951947 0.0010173374406193484 -0.0007556111017537853 0.00044710466379262474 -6.4606924691791343e-05 0.0013577796275039853
leaf_weight=0.0018922726800278669 0.0018035035139753594 0.0012093859411628763 0.0013351447068843383 0.0011317850361382822 0.0011327023083111945 0.0010215375612173941 0.001879379800242705 0.0019191346652771557 0.0010217492023358865 0.0019022102190759662 0.0010155439484600395 0.0011662067150255417 0.001600396113531577 0.0010906464369222482 0.001029944165310325 0.0010441312153908191 0.001216939098365454 0.0022588668895586741 0.0010052229425068218 0.0011827888954325516 0.0011549617526514502 0.0011057577168926969 0.0020198199033393807 0.0019659912484435446 0.0012199680078692774 0.0032615958941702994 0.0017480071572738972 0.0035825202414304239 0.0021186934870554008 0.001359629244159776
leaf_count=592 332 197 92 123 120 27 247 85 83 209 50 21 75 61 28 104 74 48 41 48 115 48 84 60 20 122 461 254 58 31
internal_value=0 -9.72012e-07 4.03926e-05 7.13236e-05 9.82018e-05 3.60802e-05 6.97194e-05 9.44627e-06 -0.000751734 5.88381e-05 -1.69322e-05 0.000707847 0.000350546 6.17211e-05 0.000103328 0.000144685 9.53989e-05 0.000147506 0.000194303 0.000243374 0.000146493 0.000556848 0.000767031 0.000215689 0.000308745 0.000415801 0.000323244 5.27055e-05 0.000591281 0.0008315
internal_weight=0 0.0465042 0.0447007 0.0433655 0.0421561 0.0382577 0.0372362 0.0353568 0.00215445 0.0332024 0.0288179 0.00389839 0.00273218 0.0269156 0.025825 0.0247951 0.0237509 0.022534 0.0215184 0.0205132 0.0173106 0.00438452 0.00320261 0.0161556 0.0138968 0.0119308 0.0107108 0.00533053 0.00538029 0.00327876
internal_count=3910 3318 2986 2894 2697 2478 2451 2204 203 2001 1837 219 198 1628 1567 1539 1435 1361 1311 1270 1138 164 132 1023 975 915 895 715 180 116
is_linear=0
shrinkage=0.00157699


Tree=1770
num_leaves=20
num_cat=0
split_feature=15 14 158 156 159 15 151 40 47 13 1 43 3 129 16 16 2 1 43
split_gain=9.71338e-05 0.000165114 0.000163371 0.000124684 0.00012606 0.000198763 0.000154941 0.000162457 0.000219498 0.000184861 0.000154062 0.000149884 0.000168383 0.000213268 0.000151897 0.000144978 0.000123558 0.000184113 7.20885e-05
threshold=-0.24219999999999997 -0.45687499999999998 0.085745000000000002 0.090135000000000007 0.087450000000000014 -0.11739999999999999 -0.076429999999999984 -0.065259999999999999 0.09550500000000002 0.17936000000000002 0.088675000000000018 -0.11046999999999998 0.10420500000000001 0.0041150000000000006 -0.09601999999999998 -0.19424999999999998 0.089910000000000004 0.088010000000000019 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 10 -8 9 11 -7 -9 13 14 15 -13 17 -16 -10
right_child=2 -3 -4 -5 -6 6 7 8 18 -11 -12 12 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.00044617736577018684 -0.0019063131906262793 0.0026889200399470873 -0.0021508914410871133 -0.0018631545203711122 0.0020001355843687276 0.00010187297715148724 -0.0018505682292961417 0.0020331216862498002 0.0028070359699830464 -0.0022885269669951245 0.0030770185100932727 -0.0010075943633641794 0.001507399363934885 0.0018284418137579478 -0.0038418192645331109 0.0018496577069146585 -0.00029231047577571716 -0.00092351916894230701 0.00081883977877550505
leaf_weight=0.0010317053475328297 0.0015769003804642521 0.0010389007890205066 0.001168107932248987 0.0010700356756525994 0.0010025725518054687 0.0011034797053409142 0.0013949941565774846 0.0010638437281198223 0.0010224090820321052 0.0011478303665684317 0.0010435050574357785 0.0011814031426413685 0.0015384482190727855 0.0010416799089975996 0.0011887826354902778 0.0010193671968342557 0.001687554855099669 0.0015152438594017159 0.0012477597212754441
leaf_count=80 231 237 333 307 182 180 107 165 44 93 168 58 80 177 541 134 423 282 88
internal_value=0 0.00112682 -0.00013075 -1.755e-05 8.23127e-05 -2.01076e-05 0.000152857 -4.61627e-05 0.000138184 -0.000176108 0.00154789 6.07641e-05 -0.000167994 -0.000505628 -0.000874442 0.000315846 -0.00147094 -0.0022065 0.00171426
internal_weight=0 0.00207061 0.0220139 0.0208458 0.0197758 0.0187732 0.0171963 0.0150493 0.0136543 0.0113842 0.00214698 0.0102363 0.00917248 0.00763403 0.00659235 0.00220077 0.00439158 0.00270403 0.00227017
internal_count=3910 317 3593 3260 2953 2771 2540 2192 2085 1953 348 1860 1695 1615 1438 192 1246 823 132
is_linear=0
shrinkage=0.00555105


Tree=1771
num_leaves=31
num_cat=0
split_feature=14 1429 1213 133 160 133 376 123 130 1 1186 1 1374 0 47 16 48 156 13 34 1 14 2 13 151 150 48 49 12 1
split_gain=0.000723187 0.000568238 0.000507794 0.000453939 0.000657011 0.000550472 0.000687118 0.00101807 0.000615566 0.000564746 0.000493796 0.000890911 0.000450878 0.000410747 0.000395142 0.00044655 0.000454319 0.000478321 0.000418063 0.000376568 0.000352632 0.000686579 0.00042099 0.000539572 0.000437454 0.000555653 0.000878913 0.000316321 0.000303823 0.000480329
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.40446999999999994 -0.085714999999999986 0.11605500000000001 1.0000000180025095e-35 -0.0015749999999999998 0.088385000000000005 0.085080000000000003 1.0000000180025095e-35 0.089520000000000016 0.18055000000000002 0.13135500000000003 0.16388500000000003 0.12738500000000003 0.090625000000000011 -0.070604999999999987 -0.0011599999999999998 0.10420500000000001 -0.13131999999999996 0.096750000000000017 -0.088854999999999976 0.056555000000000001 0.084800000000000014 0.085090000000000013 -0.059914999999999989 0.084100000000000022 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 10 7 8 9 -7 11 -6 13 14 15 16 17 19 -17 -10 22 -22 24 -24 25 26 28 -25 29 -21
right_child=-2 2 3 4 5 6 -8 -9 12 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 20 21 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088691670044896572 -0.00091793935109203782 -0.00069447549097571327 -0.00072343692307138511 -0.00089214384744680855 -0.00064243597313894791 -0.0013142865142913628 -0.00098647570146619969 0.0009773930771449996 -0.00065131471826663796 3.8470742577656682e-05 0.0012885900776844648 0.00093376988469156283 -0.0007275528186514033 0.00085784535255380525 0.00081444103638204956 -3.5217059447970437e-05 -0.00072468522392862172 0.00098280943789757938 -0.0008906880051609519 0.00073320721165946734 -0.00027648295961059291 0.00076443428879508651 0.00044596272970264341 -0.00024024988753490708 -0.00063797114542640267 0.00087448545019797215 -0.00101519859755414 -0.0011825666774335042 -4.8779800774610502e-05 -0.00023744628521800215
leaf_weight=0.0011930763730753904 0.0015034865352201434 0.0015996782233789189 0.0012430824785932262 0.0011638003841203939 0.0010841213277381903 0.001083899853095093 0.0010520966626777475 0.0021435543335366616 0.0010541623159394655 0.0010656966370992116 0.001209877758117095 0.0014724551059979163 0.0011443866417515372 0.0012468324034194391 0.0012381395198346459 0.0028367495904308981 0.001051713125942654 0.001173684680146613 0.0015317928787250681 0.0034134268864474127 0.0015755162276023249 0.0036815672390345658 0.00106251405532376 0.0013385261302119034 0.0010497988001769718 0.0020418329901059637 0.0010621403871317603 0.001155949017914327 0.0031915793708931772 0.0011996818852821889
leaf_count=180 126 578 204 230 114 117 27 261 56 85 21 75 65 17 36 135 24 77 198 110 32 191 21 27 36 81 103 147 524 12
internal_value=0 1.19518e-05 3.56945e-05 6.25037e-05 8.55865e-05 0.000113231 6.48017e-05 9.52351e-05 3.99434e-05 -0.000643636 0.000594058 0.000265377 8.57911e-05 0.000115908 8.47175e-05 5.29272e-05 0.000123419 0.000162199 -0.000335181 0.000118072 0.000157117 0.000452478 5.70404e-05 -0.000341504 0.000175586 0.000253878 0.000110967 -0.000676923 0.000264226 0.00048078
internal_weight=0 0.0463613 0.0451683 0.0435686 0.0423255 0.0411617 0.0373952 0.0363431 0.0341996 0.0021496 0.00376645 0.00255658 0.03205 0.0309056 0.0296588 0.0284206 0.0240521 0.0230004 0.00436854 0.0218267 0.0207725 0.00525708 0.0155154 0.00355699 0.0119585 0.0109087 0.00886683 0.00249448 0.00780469 0.00461311
internal_count=3910 3784 3604 3026 2822 2592 2382 2355 2094 202 210 189 1892 1827 1810 1774 1441 1417 333 1340 1284 223 1061 195 866 830 749 174 646 122
is_linear=0
shrinkage=0.00131955


Tree=1772
num_leaves=31
num_cat=0
split_feature=14 51 1213 1456 1 44 47 124 40 13 13 4 16 15 150 3 474 13 48 16 15 12 15 16 2 2 16 49 0 15
split_gain=0.000502083 0.000440209 0.000406713 0.000372235 0.000363951 0.000555153 0.000488202 0.000402065 0.000323397 0.000338726 0.000536533 0.000450758 0.000471147 0.000389182 0.000374088 0.000623831 0.000397016 0.000507333 0.000371569 0.000429402 0.000379988 0.000495844 0.000294401 0.000264033 0.000244905 0.000340926 0.000312052 0.00016825 0.000143821 0.000134633
threshold=0.077685000000000018 -0.40274499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13860500000000003 0.081835000000000019 0.11939500000000002 -0.036134999999999994 -0.067204999999999987 -0.094679999999999986 -0.084184999999999996 -0.23071499999999998 0.24895000000000003 0.090325000000000003 0.086870000000000017 0.094625000000000015 0.082665000000000002 -0.070604999999999987 0.086215000000000014 -0.090809999999999988 -0.10312999999999999 0.092255000000000018 -0.094924999999999995 -0.057604999999999996 0.097940000000000013 0.10796500000000002 -0.15168999999999996 -0.07107999999999999 -0.10071499999999999 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 13 -11 12 -12 24 16 27 17 -13 19 22 -21 23 -19 -22 26 -26 -10 -16 -25 -6
right_child=-2 2 3 4 29 -7 -8 8 9 10 11 14 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00097001938635376823 -0.0011086502733744599 -0.00086539970276996276 -0.00083609878560728936 0.00093717447558937293 0.0012333651137422085 -0.0011942984002644736 -0.0010643769484214196 -0.0007326172427672672 0.0005061290577897023 -0.0011436921052577816 -0.001103488485717634 0.0010088733976043858 0.00033571992190794777 0.0014727086970701797 -0.0014102975356838916 0.00046976779823410935 0.001275109294200164 0.0012863699641786192 -0.00076044679170700054 -0.00089185085688931603 -0.00017644949709952126 -0.00090103074025336342 0.00024233703744912184 0.0011410331134838031 0.0014212603433083253 8.7185214662734839e-05 -0.00079719143553566422 -0.00042279037161441137 0.00031120929699137725 0.00035993816643618463
leaf_weight=0.0013424276197562248 0.0012553690015660859 0.0014331998567219664 0.0012966682436903595 0.001842308830824548 0.0011020868795782041 0.0010223041000614322 0.0010401346853148299 0.0013533942541848467 0.001174059065684574 0.0010990858961990027 0.0017470970019608399 0.0021993902855670386 0.0011391591175708982 0.0010567311523166367 0.0010557617426909527 0.0018350031885727702 0.0012443119876613959 0.0015141467397923325 0.0013566393436721955 0.0013015779239906513 0.0013413678688135727 0.0010436328477001489 0.0017828871405681703 0.0014412863239741114 0.0010648942530853134 0.0012771752004456793 0.0010594469077309645 0.0010365638762783727 0.0011292058142489403 0.0010397354780122816
leaf_count=138 126 566 281 245 139 46 76 86 44 322 56 266 130 21 51 47 115 75 98 30 194 286 109 17 26 86 62 66 74 32
internal_value=0 9.8764e-06 4.44666e-05 8.00994e-05 0.000113755 6.88214e-05 0.000109004 0.000148254 9.85688e-05 0.000138889 4.2403e-05 0.000103987 -0.000535456 0.000520345 0.00020494 -0.000271218 0.000335216 0.000246008 9.22295e-05 0.000213306 -5.4637e-05 0.00016526 0.000721804 0.000449733 0.000300396 0.000693764 -0.000112091 -0.000921074 0.000776495 0.000809365
internal_weight=0 0.0393717 0.0380293 0.0365961 0.0352994 0.0331576 0.0321353 0.0310951 0.0292528 0.0278994 0.0222671 0.021168 0.00288626 0.00563231 0.0182818 0.00392733 0.0143544 0.0131101 0.0109107 0.0095541 0.00625707 0.00495549 0.00329703 0.00391186 0.00457558 0.00234207 0.00223351 0.00209233 0.00257049 0.00214182
internal_count=3910 3784 3646 3080 2799 2628 2582 2506 2261 2175 1936 1614 186 239 1428 164 1264 1149 883 785 601 571 184 285 218 112 106 117 91 171
is_linear=0
shrinkage=0.00174112


Tree=1773
num_leaves=17
num_cat=0
split_feature=484 50 15 47 43 52 16 133 43 42 160 52 2 52 0 1
split_gain=9.36742e-05 0.000112917 0.000150162 0.000110967 0.000160377 0.000247584 0.000292076 0.000146845 0.000159429 0.000132152 0.000126541 0.000154998 0.000189641 0.000189173 0.000179089 7.40575e-05
threshold=-0.0043499999999999988 0.10030500000000002 -0.24219999999999997 0.13206500000000002 -0.15109999999999998 0.090300000000000005 -0.055679999999999993 -0.09590499999999999 0.0016850000000000001 0.085545000000000024 0.087825000000000014 -0.048794999999999991 0.10796500000000002 -0.11271999999999999 -0.10943499999999999 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 7 -7 -6 10 -4 11 13 14 -9 -13 -16
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 15 -17
leaf_value=-0.0013796891884755586 0.0018600583129031974 0.0017804001944273778 7.2796039835947013e-05 -0.0019066608494173031 -0.0020775913348414954 -0.0040915936510006181 -0.00029340861808094379 -0.00017122569321258412 0.0018045131214487909 0.0027051965808496405 -0.0013856886956396502 0.001965856266073302 -0.0025443127900205594 0.0025508831053655283 0.00016528723853516901 -0.0019293228477115473
leaf_weight=0.001648605539716178 0.0013702709212312049 0.0012712383498378462 0.0014259669652585639 0.0011817850182431746 0.0010150461463080277 0.0011735528591693828 0.0017506560882363511 0.0017414401661641765 0.0019374500746861265 0.0012349051834823488 0.0019567626628701493 0.0013261592279130126 0.0011107904595247242 0.0018033581786605054 0.0013654666630005512 0.0010257913302320343
leaf_count=612 270 292 176 52 267 319 208 339 146 80 175 87 86 219 528 54
internal_value=0 7.46214e-05 -2.66163e-05 -0.000155562 -4.58796e-05 -0.000265949 -0.00181771 7.56849e-05 0.000253857 0.00129449 -3.6984e-05 0.000278207 -0.000408547 0.0012136 0.000229635 -0.000733249
internal_weight=0 0.0226906 0.0214194 0.0200491 0.0188673 0.0162065 0.00292421 0.0132823 0.0122672 0.00266087 0.0103298 0.00837301 0.00482821 0.0035448 0.00371742 0.00239126
internal_count=3910 3298 3006 2736 2684 2428 527 1901 1634 256 1488 1313 755 558 669 582
is_linear=0
shrinkage=0.00589082


Tree=1774
num_leaves=19
num_cat=0
split_feature=403 52 39 12 13 48 1 0 43 12 52 16 4 48 16 0 0 2
split_gain=9.71848e-05 0.000112119 0.00012981 0.000149827 0.000127658 0.000187714 0.000148759 0.000266769 0.000190166 0.000365052 0.000187658 0.000192134 0.00018049 0.000150284 9.58298e-05 0.000302322 0.000145093 0.000208008
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.005105000000000001 -0.095029999999999989 -0.45122499999999993 0.12649500000000002 0.10444500000000001 -0.17106499999999999 -0.15648499999999999 0.092365000000000017 -0.014099999999999998 -0.25582999999999995 -0.08422499999999998 0.087945000000000009 -0.083144999999999983 -0.10131499999999999 -0.084304999999999977 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 8 -8 -6 12 -9 -12 -10 14 16 -16 17 -14
right_child=1 2 3 -5 5 -7 7 10 9 -11 11 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0014227522651033904 -0.0013999394396814104 0.0016812644986015464 -0.00032406567589273182 0.0020771867340865337 0.001477997259743362 -0.0021318084835665538 0.003082790020775637 0.0019475509542944821 -0.0017948842816328892 -0.0031474257495371703 0.00086320932772435306 -0.002021576552028454 -0.0014385572222701851 -0.001369986959584898 0.0011300330973868194 -0.0023616214722137897 0.0025112349309545138 0.001601020806040234
leaf_weight=0.0012310116058963086 0.0013105228680826376 0.0011023455713747949 0.0011084898710524149 0.0017819461419259002 0.0014255597857172316 0.001138266176057722 0.0010468411747659445 0.001045383714985304 0.0015049441507827797 0.0012264363750809195 0.0011574167346709296 0.0012772475159182053 0.0010258293495486182 0.0014071821060542417 0.0016608159658506559 0.0010738294434191747 0.0011752704923484424 0.0014004480801158986
leaf_count=930 372 76 109 298 121 75 55 117 188 420 85 90 125 127 61 458 63 140
internal_value=0 5.645e-05 0.000144984 0.0011563 -1.16038e-05 -0.000117842 2.17088e-05 0.000812958 -0.000279283 -0.00051844 0.000130164 -0.000650176 -0.000169805 0.000146033 0.000482721 -0.000241056 0.00103228 0.000315888
internal_weight=0 0.0228688 0.0215583 0.00289044 0.0186678 0.0175655 0.0164272 0.00452689 0.0119003 0.0104748 0.00348005 0.00243466 0.00924832 0.00774338 0.00633619 0.00273465 0.00360155 0.00242628
internal_count=3910 2980 2608 407 2201 2125 2050 347 1703 1582 292 175 1162 974 847 519 328 265
is_linear=0
shrinkage=0.00512831


Tree=1775
num_leaves=31
num_cat=0
split_feature=14 1429 51 1 47 50 15 39 123 38 3 1348 15 403 158 48 49 52 42 52 4 4 457 4 1186 133 16 4 457 15
split_gain=0.000734014 0.000698828 0.000499694 0.000698843 0.000796249 0.000588885 0.000717415 0.000471393 0.000465261 0.000523072 0.000487289 0.000408736 0.00038845 0.000363918 0.000354804 0.000460489 0.000377804 0.000382995 0.000696245 0.000424181 0.000708007 0.000573298 0.000728506 0.000565633 0.000441582 0.000628361 0.000460403 0.000510772 0.000463946 0.000222666
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.11812000000000002 -0.26361999999999991 -1.0000000180025095e-35 0.083745000000000014 1.0000000180025095e-35 0.15165000000000003 0.084620000000000015 -0.024209999999999999 0.10150000000000002 0.085110000000000005 0.12649500000000002 0.090445000000000011 0.11401500000000002 0.086635000000000004 0.10062000000000001 -0.44477499999999992 -0.14301 -0.066264999999999991 0.24280000000000004 0.085080000000000003 -0.0056849999999999991 -0.094359999999999986 0.00096500000000000015 0.084715000000000013 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 9 10 11 13 -5 14 15 16 17 19 -19 20 -9 -22 -23 24 25 -24 27 -27 29 -28
right_child=-2 2 3 12 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0010397966712535976 -0.00092402469151629015 -0.00077595616199615906 0.00084301441612995656 0.0012978943334464243 -0.00090368692383908445 -0.00084486811708021003 -0.00064226153101868506 -0.00097321301453990054 0.00083372125411782796 -0.00086336604461280343 0.00082241069873751965 0.00086603150148636954 0.00020071511363801216 -0.00061072954852404049 -0.00063307919542921398 -0.00077465035643773186 0.00067426060004941845 -0.0012588254724547497 0.00021400667297741941 0.00096331495519639035 0.00082730292447788913 -0.00091274271291725553 -0.00082097578055775379 0.00093893416923962328 0.00087236206688317338 0.00024381923334457564 -0.00025256140583211823 -0.00073252367529065554 0.00083573948619442733 0.00029026990989719276
leaf_weight=0.0010770103802413269 0.0015139939275755623 0.001280351749561425 0.0020672512297081327 0.0011809609061563808 0.0015598525338100791 0.0012179712438783593 0.0016644863831087866 0.00104685600559938 0.0013581079618782957 0.0010666251583302802 0.0014533589547882633 0.0010071591046103548 0.0010717907598376533 0.0015516519645717422 0.0012751607491042196 0.0010530033514353212 0.0019470349109624854 0.001013916001430192 0.0012452374264910748 0.0010007396957942829 0.0019076959807762068 0.0012321945636040712 0.0014624741526026728 0.001407867097835803 0.0010784493476210253 0.0017364942171809016 0.0020715430702571 0.0020163126871819426 0.001967723554909373 0.0036064191533873363
leaf_count=180 126 127 175 124 94 186 58 95 145 47 63 56 30 215 222 29 212 89 203 74 40 154 388 52 31 40 115 38 61 441
internal_value=0 1.02213e-05 3.61895e-05 6.07902e-05 2.05324e-05 5.80208e-05 8.75525e-05 4.31479e-05 7.71972e-05 4.52374e-05 7.64182e-05 3.98245e-05 0.00077589 1.07504e-05 4.63748e-05 7.99646e-05 0.000116338 6.86807e-05 -0.000447006 0.000125414 8.24884e-05 0.000142269 6.3446e-05 0.000141822 6.13142e-05 -6.69581e-06 9.77797e-05 -0.000280751 0.000283578 9.22238e-05
internal_weight=0 0.0446257 0.0435487 0.0422683 0.0400156 0.0384557 0.0372378 0.0351705 0.033506 0.0321479 0.0310813 0.0296279 0.00225275 0.0286208 0.0270691 0.025794 0.024741 0.0227939 0.00225915 0.0205348 0.019534 0.0184872 0.0165795 0.0153473 0.0139394 0.012861 0.0113985 0.00375281 0.00764569 0.00567796
internal_count=3910 3784 3604 3477 3323 3229 3043 2868 2810 2665 2618 2555 154 2499 2284 2062 2033 1821 292 1529 1455 1360 1320 1166 1114 1083 695 78 617 556
is_linear=0
shrinkage=0.00131955


Tree=1776
num_leaves=31
num_cat=0
split_feature=14 1429 1213 133 133 160 15 15 3 124 158 42 483 484 457 151 3 133 42 150 42 13 47 0 4 2 1 2 52 3
split_gain=0.000793277 0.000745052 0.000693697 0.000447569 0.000623092 0.000512086 0.000358812 0.000511632 0.000509348 0.000369656 0.00041617 0.00042721 0.000369541 0.000466169 0.000641744 0.000347944 0.000604133 0.000529365 0.00048031 0.000423088 0.000734649 0.000558244 0.000590304 0.0005047 0.000462396 0.000408427 0.000246991 0.000345485 0.000236615 0.000505917
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 -0.40446999999999994 -0.26361999999999991 -0.19153499999999998 0.24227500000000002 -0.061329999999999989 0.084965000000000027 -0.11145999999999999 0.083960000000000021 0.084225000000000008 -0.0015249999999999997 0.056555000000000001 -0.079214999999999994 0.093845000000000026 1.0000000180025095e-35 0.084800000000000014 0.088115000000000013 -0.10023999999999998 0.09550500000000002 -0.083424999999999985 -0.083329999999999987 0.095995000000000011 0.095575000000000007 0.083185000000000023 0.088660000000000003 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 -9 11 -11 13 14 -13 17 -17 19 -19 20 21 -16 23 24 -23 -21 27 -26 29 -22
right_child=-2 2 3 4 5 6 7 8 -10 10 -12 12 -14 -15 15 16 -18 18 -20 25 28 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0010596512760212922 -0.00097491595833630097 -0.00080792100098172974 -0.00076403355049974194 0.001094706231130743 -0.00088012457398190208 0.00061771857526697952 -0.00084900791442289953 0.00067810164505205004 0.0010295905979436307 -0.00061095832702037865 -0.00065545572136336281 -0.00074211595450816349 -0.00070377077155277896 0.00078371653634678475 0.00075752577689396224 0.00046204612085639518 -0.00086298904929840064 0.00011913552549831608 -0.0010218647624961595 0.0010690354661569983 -0.00024295346697817313 0.00067974900092998883 0.00055994960450971595 -0.00097161832929484394 -0.0011290489795618209 8.3420101851607522e-05 0.00021211722797328543 -0.00010888731728264973 0.0011384767231542852 0.0009743420856329905
leaf_weight=0.0011927907955129871 0.0015975143057836974 0.0017402060143893996 0.0011570764009435344 0.0011572209805015268 0.0010354416695935722 0.0023512654833319135 0.0011206052679137357 0.0017439399271247371 0.0010619973579064626 0.0016575468767464204 0.0015906156469310253 0.0016426339173316587 0.0010203753975202281 0.0019525541081044642 0.0014901919908538704 0.0011013413232268121 0.0015773845298667757 0.0017543123264247553 0.0011519414876605683 0.0022812711358576312 0.0011471327210372806 0.0010740720107387108 0.001710362452003622 0.0017696723875108879 0.0011647059487831513 0.0012141635086836411 0.0010482231657045205 0.0013518946545590937 0.0014053245893919097 0.0014656508312560499
leaf_count=180 126 578 204 50 227 255 64 170 89 103 193 129 258 154 23 34 23 117 227 47 68 63 39 195 51 55 24 73 45 46
internal_value=0 1.02609e-05 4.06903e-05 7.74266e-05 0.000102365 7.20528e-05 9.88085e-05 6.34412e-05 9.40757e-05 6.33313e-05 2.82618e-05 6.57878e-05 0.000106842 0.000138289 8.65343e-05 0.000146477 -0.000318209 0.000208626 -0.000333119 0.000300577 0.000191281 -1.48441e-05 -0.000156609 -0.000347849 -0.00010989 0.000726675 -0.000347806 -0.000581028 0.000684221 0.000439893
internal_weight=0 0.0431319 0.0419391 0.0401989 0.0390418 0.0378846 0.0368492 0.0344979 0.0333773 0.0323153 0.0305714 0.0289808 0.0273232 0.0263028 0.0243503 0.0227076 0.00267873 0.0200289 0.00290625 0.0171227 0.0136272 0.00960912 0.00811893 0.00640857 0.0046389 0.00349543 0.00356482 0.0025166 0.00401811 0.00261278
internal_count=3910 3784 3604 3026 2822 2772 2545 2290 2226 2137 1967 1774 1671 1413 1259 1130 57 1073 344 729 627 468 445 406 211 102 148 124 159 114
is_linear=0
shrinkage=0.00137286


Tree=1777
num_leaves=31
num_cat=0
split_feature=1429 1213 14 133 160 133 376 123 1 12 47 49 151 403 4 403 15 151 158 51 1 3 3 12 15 133 1 47 48 2
split_gain=0.000782237 0.00075588 0.000654433 0.000485757 0.000519816 0.000461714 0.000851554 0.000478354 0.000389786 0.000421018 0.000513299 0.000449159 0.00102702 0.000536745 0.000700353 0.000397857 0.000379904 0.000399514 0.000476513 0.000469826 0.000587377 0.00044323 0.000506234 0.00059318 0.00100239 0.000425703 0.0003453 0.000250053 0.000246134 0.000238796
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -0.17468499999999998 0.11605500000000001 1.0000000180025095e-35 0.12864500000000004 -0.079814999999999983 0.11603500000000001 -0.084114999999999981 0.099410000000000012 0.087440000000000004 -0.082224999999999979 0.03138500000000001 0.085120000000000015 -0.090394999999999989 0.087355000000000016 0.08955500000000001 0.094695000000000015 -0.10140999999999999 0.097615000000000021 0.085775000000000004 -0.063364999999999991 0.083815000000000014 0.089370000000000019 0.11230000000000001 0.091555000000000011 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 9 -7 11 12 28 15 -15 16 17 26 19 21 -21 -19 23 25 -25 29 -13 -10 -11 -23
right_child=1 2 -4 4 5 6 -8 -9 27 10 -12 13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012721436372448178 -0.00097010680486870173 -0.00095319837480855381 -0.00099329157791960289 -0.00098480786228341229 0.0011150034932203598 -0.00081333025086106838 -0.0012049797277014186 0.00085919108003625554 0.00024147094550552994 -0.0012155300676618957 -0.00099029134358772828 -0.0010081439612396853 0.00083774201890378787 -0.0014598008558743057 0.00032664302628972435 0.0011087405689164109 -0.00048448251771246296 0.0010230050064351363 -0.00069815044960604665 -0.0011035132678216964 0.00035792947585654318 2.7844013241653498e-05 0.00098069186624537394 0.0005490205835405271 -0.0015771396963238308 0.0013360559556860347 0.00020757332124294868 0.0010935421845410759 -0.0002626330995079485 0.00075726770715033509
leaf_weight=0.0012280932120834745 0.0019040335316472526 0.0011034127067565116 0.0014616124244528619 0.0010576023252917835 0.0011615610720174798 0.0013459962371242798 0.0011945598860454145 0.0022106344429834576 0.0020152282707236449 0.0018562566990965026 0.0010623764373436364 0.0010475691068343998 0.0012530174386640169 0.0010689073260827797 0.0011150693789976343 0.001325102336432237 0.0017575355529608752 0.003488545118693437 0.0010094292185420231 0.0010499725060481987 0.0019617862600114222 0.0036393912176193761 0.0026550737300787839 0.0011050025480528062 0.0011007713108960445 0.0010864015890365009 0.0013045709453436416 0.0014896494939478089 0.0010585372906248836 0.0016098763440304253
leaf_count=181 592 204 111 230 47 73 27 271 151 76 84 107 35 52 55 31 457 124 112 73 54 83 75 185 170 103 40 27 36 44
internal_value=0 2.95036e-06 4.44957e-05 7.96617e-05 0.000106777 0.000134953 0.000106359 0.000146923 0.000103673 5.04153e-05 8.72587e-05 0.000124801 -0.000356215 0.000200956 -0.000547699 0.000268685 0.000219896 0.000278684 0.000355706 0.000415819 -0.000151565 0.000532183 0.000379256 0.000192302 -0.00051202 0.000437513 -0.000333869 0.00060362 -0.000869476 0.000251548
internal_weight=0 0.0464995 0.0445954 0.0431338 0.0420304 0.0409728 0.0398113 0.0386167 0.0364061 0.0329012 0.0315552 0.0304928 0.00416781 0.026325 0.00218398 0.024141 0.0228159 0.0210584 0.0187062 0.0176968 0.00301176 0.0146851 0.0111965 0.00854144 0.00220577 0.00633567 0.00235214 0.00350488 0.00291479 0.00524927
internal_count=3910 3729 3137 3026 2822 2592 2545 2518 2247 2069 1996 1912 147 1765 107 1658 1627 1170 1023 911 127 784 660 585 355 230 147 178 112 127
is_linear=0
shrinkage=0.00157699


Tree=1778
num_leaves=31
num_cat=0
split_feature=1429 1213 14 133 160 133 1374 42 123 124 1447 1 48 1 49 151 43 133 43 0 16 16 47 4 4 47 13 13 15 52
split_gain=0.000618839 0.000599992 0.000497398 0.000427029 0.000543936 0.000369288 0.000314642 0.000337451 0.000524587 0.000575488 0.000389602 0.000475961 0.000453108 0.000417934 0.000318985 0.000534199 0.000317015 0.000619599 0.000375821 0.000831289 0.000316885 0.000308772 0.000421637 0.000306064 0.000300097 0.000407299 0.000262975 0.000246809 0.000209198 2.84872e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -0.16268499999999997 0.090240000000000015 -0.11403999999999999 1.0000000180025095e-35 -0.013479999999999999 -1.0000000180025095e-35 0.10471000000000001 0.11930500000000001 0.12200500000000002 -0.085974999999999982 0.083140000000000006 0.013605000000000001 0.090085000000000012 -0.077544999999999989 -0.082604999999999998 0.15737500000000001 0.20277000000000003 0.096475000000000019 -0.0025899999999999994 0.0057500000000000008 0.09252500000000001 -0.097529999999999992 -0.083514999999999992 0.05377500000000001 -0.0045699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 9 -9 -11 14 21 -14 15 -12 17 18 20 23 27 22 29 28 -25 -26 -18 -16 -20 -13
right_child=1 2 -4 4 5 6 -8 8 -10 10 11 12 13 -15 16 -17 26 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0010143356935245877 -0.00073368067753480323 -0.00074379627247659686 -0.00076163505428210136 -0.00084364081607031223 0.00085960961320589188 -0.00042896503004580597 -0.00061697079557122456 -0.00078448067915302673 0.00082371217688869281 -0.00062031127967377385 -0.0010641651665214088 0.0012623961944014158 -0.00060913411677518457 0.00054310822974831655 0.00062120183460190619 0.00019847420160060513 0.00089049860586595006 -0.0006454544258665167 0.0010314004655210681 -0.0008422328485803948 0.0010271302244485205 5.3618515159361493e-05 0.00020084808608673079 -0.00039036849583457228 0.00073380530491499063 -0.0002740989327222908 5.2542310792153731e-05 -0.00014901851033349525 0.00019867015424017591 0.00099501430086812014
leaf_weight=0.0010346093031252104 0.0017845109619849244 0.0010685328899412419 0.0012703538385150362 0.001022045847643204 0.0010770624885938487 0.0018181151995568376 0.0010214256911602595 0.0011746506520080571 0.0017923744278438838 0.0010824846735325846 0.0010567278609665545 0.0010658897705972947 0.0010966669201764034 0.0010139064175120893 0.0013984974921317228 0.0011948914645145692 0.0015054622124592854 0.0018685114297134217 0.0010166814851192314 0.0015956462871114102 0.0012255372463858549 0.001125880544339708 0.0012786600195955344 0.0018411351413742949 0.001510550025400903 0.0012073120425668549 0.0010739128544308132 0.0013866681295362478 0.0010029883209257129 0.0017813570318583596
leaf_count=181 592 204 111 230 53 130 66 65 277 178 52 90 24 42 174 39 25 350 47 198 63 67 26 52 39 25 116 123 107 164
internal_value=0 -7.48599e-07 3.40608e-05 6.19042e-05 8.63378e-05 0.000114119 8.98873e-05 0.000112369 0.000144855 0.000102168 0.000140277 0.000171646 0.000450654 -5.5604e-05 6.28709e-05 -0.000394107 0.000124733 4.82176e-05 0.000154589 -4.55458e-06 0.000478943 0.000654108 0.00081797 0.000198623 1.28988e-05 0.00028608 0.000541619 0.000237727 0.000617858 0.00109511
internal_weight=0 0.0393584 0.0375739 0.0363036 0.035235 0.034213 0.0331359 0.0321145 0.0302964 0.028504 0.0273294 0.0262469 0.00736236 0.00211057 0.0188845 0.00225162 0.0166329 0.0140535 0.012185 0.00817431 0.0040107 0.00525179 0.00412591 0.00657867 0.004559 0.00271786 0.00257938 0.00278517 0.00201967 0.00284725
internal_count=3910 3729 3137 3026 2822 2592 2539 2473 2343 2066 2001 1823 413 66 1410 91 1319 1178 828 468 360 347 280 270 116 64 141 297 154 254
is_linear=0
shrinkage=0.00129368


Tree=1779
num_leaves=31
num_cat=0
split_feature=9 1429 1213 14 1365 4 480 1374 133 42 42 43 123 133 0 3 1 42 43 43 12 42 42 42 52 12 16 43 484 52
split_gain=0.000885856 0.000756227 0.000608338 0.000581785 0.000597834 0.000480616 0.00059886 0.000568952 0.000434154 0.000424134 0.000755118 0.000620777 0.000508009 0.000483906 0.000472725 0.000458897 0.00051611 0.00083768 0.000641678 0.000555163 0.000447074 0.000426077 0.000555821 0.00111222 0.000552505 0.000423491 0.000407731 0.00040061 0.000428646 0.000628163
threshold=-0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 1.0000000180025095e-35 0.51060500000000009 0.08598500000000002 0.087785000000000016 -0.26719999999999994 -1.0000000180025095e-35 -0.086109999999999978 0.0016850000000000001 1.0000000180025095e-35 -0.094574999999999979 -0.017269999999999997 -0.15464999999999998 0.12864500000000004 0.09901500000000002 -0.15109999999999998 -0.089949999999999988 0.089745000000000005 0.092145000000000019 0.088345000000000021 0.085330000000000003 0.11588000000000002 0.098845000000000016 0.061570000000000007 -0.044024999999999988 0.085815000000000016 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 10 11 14 13 -11 20 26 17 18 -17 -20 -10 22 23 24 27 -18 -15 -21 29 -29
right_child=1 2 3 -5 -6 -7 -8 -9 9 12 -12 -13 -14 15 -16 16 25 -19 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013690317703665793 -0.0012318599844742223 -0.00092434208686109078 -0.00086466046252179057 -0.00096747644914418689 -0.0011088159296445902 0.0010942538251412987 -0.0011352700560524759 -0.0010338832635047102 -0.0010094648169320672 0.0010755091031000134 -0.0012969158804770529 0.0010162067717265067 0.0012105133455845621 0.0013235717255744731 0.00064691339330165735 0.0012367986369179991 0.00021656986130030428 -0.0013051194888964329 -0.0010692628858003728 0.00097086393459590531 0.00014237570009197441 -0.00087918520090647363 0.00089091780291414443 -0.0015461793465542362 -0.00070340146036672942 0.0014919700520589917 6.3040484552599901e-05 -0.0010236736314086308 0.00096502105427674113 0.00015400238072107371
leaf_weight=0.0010622361275990358 0.0012777636788797167 0.0017375840724290484 0.0010843245402691873 0.0014167618609548507 0.0010585761831984888 0.0010623272792660279 0.0010092635256769974 0.001086050166277829 0.0019472011941010781 0.0013329613481047877 0.0012719060841128718 0.001185109608531576 0.00115084943483408 0.0013707988798490221 0.0010741726341803037 0.0010538898260108445 0.0015809383354963282 0.0011298707945921463 0.0010988870929393704 0.0015009996057097083 0.0013737198733302369 0.0010995996421199186 0.0019616503033068602 0.0010170777849336501 0.0017556263665738916 0.0010262949292463297 0.0011100788363336278 0.0011975774481029983 0.0013275939954269242 0.011278238678763781
leaf_count=121 179 592 189 109 73 130 223 72 138 63 263 17 144 46 21 22 60 203 95 142 138 143 137 141 48 38 60 51 22 230
internal_value=0 -5.8205e-05 -2.64999e-05 7.74062e-06 3.90382e-05 6.72391e-05 4.12775e-05 7.02288e-05 0.00010026 0.000127195 -0.000221886 2.31472e-05 0.000201959 0.000164326 -0.000244625 0.000123167 6.47549e-05 -5.05195e-06 5.80153e-05 2.14924e-06 -0.000532999 5.78471e-05 0.000109265 2.44439e-05 0.000118081 0.00071861 0.000759542 0.000212316 0.00012983 4.0955e-05
internal_weight=0 0.0485777 0.0472999 0.0455623 0.0441456 0.043087 0.0420247 0.0410154 0.0399294 0.038845 0.00685211 0.0055802 0.0319929 0.0308421 0.00439509 0.0295091 0.0270282 0.024421 0.0232911 0.0222373 0.00332092 0.0211384 0.0200388 0.0180771 0.01706 0.00260723 0.00248088 0.0153044 0.0138034 0.0124758
internal_count=3910 3789 3610 3018 2909 2836 2706 2483 2411 2222 577 314 1645 1501 297 1438 1332 1234 1031 1009 276 914 771 634 493 98 106 445 303 281
is_linear=0
shrinkage=0.00154607


Tree=1780
num_leaves=18
num_cat=0
split_feature=14 13 132 52 39 457 457 49 13 50 160 1 12 4 0 43 4
split_gain=0.000128972 0.000102112 0.000188012 0.000177858 0.000197216 0.000243295 0.000303921 0.00020346 0.000192332 0.000193501 0.000285337 0.000175159 0.000311138 0.000156039 0.000274468 0.000139809 0.000111305
threshold=0.05884000000000001 -0.091229999999999992 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.082870000000000013 0.41137000000000007 -0.014479999999999998 -0.014114999999999997 0.086815000000000017 -0.081069999999999989 0.08844500000000001 0.088590000000000016 -0.083534999999999984 -0.10209999999999998 0.070805000000000021 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 7 -7 -5 -9 10 -10 15 -13 -12 -15 -1 -16
right_child=-2 2 -4 4 -6 6 -8 8 9 -11 13 12 -14 14 16 -17 -18
leaf_value=-0.0013581792711101527 -0.0019948725267165792 -0.0020742415452423479 0.0018057465951542063 -0.0023901290535669009 0.002068432622262752 0.0026734306170513047 -0.0011451689857686278 -0.0020428973689476469 0.0026329055295389084 -0.0022802783198694536 -0.0018162894099466454 0.0033907524541265336 -0.00057478806164828621 -0.0013569508794643974 0.00028723944366297724 0.0011474009816310206 0.0027760777926887741
leaf_weight=0.0015854578952931844 0.0010229835562277625 0.0016528311703672372 0.0014632957827294532 0.0018524211933253635 0.0012161796242715047 0.0017164742641097028 0.0010941129208212885 0.0017449821692963078 0.0014218150797533913 0.0010103219637360543 0.0014369877789495167 0.0015709279594693232 0.0010638737567368883 0.0017207567285520975 0.0010694164421386609 0.0012988257269388459 0.0012487083165613894
leaf_count=185 141 364 295 167 299 146 25 1081 84 195 260 201 88 65 168 74 72
internal_value=0 5.76652e-05 -0.000142557 -0.000308454 -0.000120551 -0.00030651 0.00118692 -0.000671331 -0.000341491 3.39417e-05 0.000372912 0.000734191 0.00178956 -0.000213898 0.000356214 -0.000229888 0.00162791
internal_weight=0 0.0241674 0.0186483 0.017185 0.0155322 0.014316 0.00281059 0.0115054 0.00965299 0.00790801 0.00689768 0.00551909 0.0026348 0.00547587 0.00403888 0.00288428 0.00231812
internal_count=3910 3769 3221 2926 2562 2263 171 2092 1925 844 649 548 289 565 305 259 240
is_linear=0
shrinkage=0.00566207


Tree=1781
num_leaves=31
num_cat=0
split_feature=14 1429 1213 151 4 483 133 133 52 13 484 0 4 47 457 48 151 159 49 49 130 4 52 4 52 2 12 3 4 51
split_gain=0.000672591 0.000662012 0.000642026 0.000421301 0.000530468 0.000447641 0.000412764 0.00040056 0.000376275 0.00062198 0.000506566 0.000452334 0.000425954 0.000484358 0.000300753 0.000322851 0.000445303 0.000454883 0.000425412 0.000610892 0.000420205 0.000480311 0.000392975 0.000763154 0.000569805 0.000508609 0.000630168 0.000345787 0.000316456 0.000373582
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40391999999999995 0.50657000000000008 0.091685000000000016 -0.26719999999999994 -0.16268499999999997 0.11588000000000002 -0.084674999999999986 0.085815000000000016 -0.073729999999999976 0.27020000000000005 0.096475000000000019 -0.0034949999999999994 0.094275000000000012 0.056555000000000001 0.08894500000000001 -0.086904999999999996 -0.047309999999999998 -0.084569999999999992 0.15927500000000003 0.10433000000000002 -0.49269499999999994 0.089785000000000018 0.085455000000000017 0.084575000000000025 0.10666500000000002 -0.082509999999999986 -0.004559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 10 -10 12 -11 14 -14 -9 16 17 18 -16 -20 -21 22 23 -22 25 28 -27 -17 -25 -30
right_child=-2 2 3 4 -6 -7 7 8 9 11 -12 -13 13 -15 15 27 -18 -19 19 20 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.001256727164358887 -0.0010593690507918986 -0.00092868146691258747 -0.00086748804598185821 -0.00087335700762996671 0.0012177248548328606 -0.0008673869577856875 0.0010924230079796997 -0.00055132599559772251 -0.0012396894799117869 0.00061672209921254627 0.0009891070500364532 -0.00063150790684310138 0.0015035271525634642 2.6356820967991088e-05 -0.0006986559867349346 0.0011789875580556764 -0.00071443575229261473 -0.00090569393979853007 0.0010299364257507476 -0.0007951957767911678 -0.0011973711382334776 0.0012251579023210134 0.0010480763130198928 0.00084557110142728165 0.0012260308235287048 0.00030831518736754323 -0.0012854591318318732 2.8747502931082022e-05 0.00066851386482843459 -0.00031785564797853609
leaf_weight=0.0010158264385215212 0.0015455088103554218 0.0016565923127487272 0.0011462926421081923 0.0010420349900357442 0.0010324875868094599 0.0012206401253708745 0.0010514645922379265 0.0018777939696543169 0.001306717118261691 0.0016439135138640593 0.00175665508579148 0.0012873784173658134 0.001124199785304549 0.001084623519464839 0.0012911361414911218 0.0013562994611144843 0.0017839909606922602 0.0010324488633801912 0.0021236507239474891 0.0011409880046812657 0.0011395236825535318 0.0010504793322780879 0.0010169870688709901 0.0017371162899532562 0.0011177445495736968 0.0011203303835358724 0.0013731524732298883 0.001248048263235102 0.0015056262044249548 0.0026106759792323348
leaf_count=180 126 578 83 189 207 225 32 172 95 196 136 90 143 41 46 98 48 178 84 72 61 20 41 134 78 54 232 37 35 199
internal_value=0 4.28252e-07 3.24514e-05 7.41078e-05 0.000103219 7.12938e-05 0.000104197 0.000134352 0.000103573 -0.000334845 0.000168786 6.85186e-05 0.000114885 0.000778175 5.51489e-05 0.000105433 3.75636e-05 0.000111034 0.000171967 0.000242504 0.000121438 0.000203975 0.000111666 2.18602e-05 0.000168653 2.70583e-05 -0.000569371 0.000627773 0.00028113 4.29303e-05
internal_weight=0 0.0408948 0.039879 0.0382224 0.0370761 0.0360436 0.034823 0.0337809 0.0327295 0.00423801 0.0284915 0.00293129 0.0267348 0.00220882 0.024526 0.0226482 0.0200439 0.0182599 0.0172274 0.0159363 0.0138126 0.0126716 0.0116212 0.0106042 0.00946465 0.0083469 0.00249348 0.00260435 0.00585342 0.0041163
internal_count=3910 3784 3604 3026 2943 2736 2511 2322 2290 381 1909 286 1773 184 1589 1417 1282 1234 1056 1010 926 854 834 793 732 654 286 135 368 234
is_linear=0
shrinkage=0.00157699


Tree=1782
num_leaves=19
num_cat=0
split_feature=147 484 39 49 42 151 156 43 1 160 151 2 43 43 13 133 47 13
split_gain=0.000121074 0.000148232 0.000152013 0.000114301 0.000255134 0.000179246 0.000166017 0.000161889 0.000232584 0.000201947 0.000185065 0.000358242 0.000178341 0.000142 0.00020127 0.000167997 0.00010732 8.39205e-05
threshold=0.088565000000000019 -0.0043499999999999988 -1.0000000180025095e-35 -0.14917999999999998 0.10269500000000001 0.056555000000000001 0.091280000000000014 0.12512500000000001 0.076710000000000014 -0.082234999999999989 -0.0088999999999999982 1.0000000180025095e-35 -0.074254999999999988 -0.077544999999999989 -1.0000000180025095e-35 0.084630000000000025 0.09252500000000001 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 13 -10 -11 12 -12 15 -15 -5 -14 -13
right_child=-2 2 3 4 -6 -7 -8 -9 9 10 11 17 16 14 -16 -17 -18 -19
leaf_value=-0.0019238698160319637 0.0020197223612705667 -0.0022606880281484474 0.0018202690034864509 0.0015314448162160855 -0.0024718212638457416 -0.0016627365344817305 -0.0018982497611496917 0.0026447695969830363 -0.0011654984815564031 -0.00047882390678696812 0.0019712566410490925 0.002058108850958318 0.00081111241905361918 -0.0032347130180727704 0.00026444740656671574 -0.0015357088105903058 -0.0018974061411737141 0.0042628138625733182
leaf_weight=0.0015261765866633912 0.0010023743667803972 0.0010156848781166091 0.0013358367443236921 0.001571301846375257 0.0013971896075803949 0.0017148174277397807 0.001086376529560922 0.0012072506810646968 0.0014529139539104516 0.0017394200798036006 0.0017739676325226788 0.0010019998305314075 0.00100572388535136 0.0013863414205134922 0.0010376982455275827 0.0010933652853467035 0.0011122991264773674 0.0016494009694304479
leaf_count=592 168 75 87 173 373 119 227 177 194 174 139 102 181 583 78 318 48 102
internal_value=0 -0.000111515 1.0973e-05 0.000117961 5.55367e-06 0.000189347 0.000374881 0.000528919 0.000356611 0.000900733 0.00126318 0.00172625 0.000565833 -0.000684403 -0.00173677 0.000272931 -0.000611291 0.00342963
internal_weight=0 0.0241078 0.0225816 0.0215659 0.0202301 0.0188329 0.0171181 0.0160317 0.0148244 0.00973573 0.00828281 0.00654339 0.00389199 0.00508871 0.00242404 0.00266467 0.00211802 0.0026514
internal_count=3910 3742 3150 3075 2988 2615 2496 2269 2092 940 746 572 368 1152 661 491 229 204
is_linear=0
shrinkage=0.00600863


Tree=1783
num_leaves=31
num_cat=0
split_feature=9 1429 1213 14 4 480 133 133 376 1 40 3 3 1186 130 48 160 51 16 0 0 48 16 49 151 150 4 12 1 15
split_gain=0.00090941 0.000630565 0.000528781 0.000496879 0.000409414 0.000550256 0.000444781 0.000361881 0.000624432 0.000446807 0.000439571 0.000603318 0.000329195 0.00034841 0.000479925 0.000393972 0.000420157 0.000350123 0.00040959 0.000414699 0.000518261 0.000602581 0.00032589 0.000242723 0.000276482 0.000259775 0.000335754 0.000298568 0.000404457 0.000358461
threshold=-0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.51060500000000009 0.08456000000000001 -0.26719999999999994 -0.16268499999999997 0.11605500000000001 0.13562500000000002 0.096535000000000024 0.16699000000000003 -0.15464999999999998 0.084620000000000015 -1.0000000180025095e-35 0.12675000000000003 -0.10117499999999999 0.10072000000000002 -0.014099999999999998 -0.10575999999999998 -0.06402999999999999 0.086870000000000017 0.11346000000000002 -0.07107999999999999 0.085175000000000015 -1.0000000180025095e-35 0.15927500000000003 0.084235000000000018 0.091310000000000016 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 10 11 12 22 14 -14 16 -16 18 23 -20 21 -21 -9 24 -18 -25 27 28 -27 -29
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 19 20 -22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=0.0013501064628013537 -0.0012101372429736872 -0.00088039625926587079 -0.00093367256371644091 -0.00095409070589387102 0.00096751105360874613 -0.0010730604966240043 0.00097000621939050949 0.001038521362029509 -0.0011157931538557323 0.00085517239446076133 -0.000901229911304692 0.0010769960929834551 -0.00091248707234567179 0.00076332936523591105 -0.00067757957619111087 -0.00084092968356437744 -0.00089818291457052508 0.00091963004891353181 0.0011893169488724925 -0.0011162890349450667 0.00056271776753716231 0.00034990552256058293 -6.2421773614366988e-05 -0.00069147968523292612 0.00010687322829295937 0.0006229438524870221 0.00057724593182153627 -0.0011735943181605166 -0.00040337047385374011 5.844255034348102e-05
leaf_weight=0.0010864525943019418 0.0010574998060217103 0.0015927521447902373 0.0010335461926513903 0.0011887450222901599 0.001065272309806963 0.0010389521824718103 0.0010086155475512717 0.0014101110927315806 0.001025854130035391 0.0016442928700996498 0.0010898327054529302 0.0013291482969379756 0.0014241346390236878 0.0012453834713586067 0.0017230610634055834 0.0012292729764888924 0.0016751537187786889 0.0011360776093611294 0.0011127005979791717 0.0012029290357701951 0.003507934311556664 0.0013860307383178339 0.0010992910918670162 0.0011058338011693545 0.0010067812087299899 0.0019750552703604422 0.0023293647497691916 0.0010691088357454581 0.0015943445140251811 0.0011016252579041375
leaf_count=121 179 592 188 109 130 240 32 58 21 103 40 62 160 53 275 58 56 54 48 421 139 95 60 30 20 50 108 176 24 208
internal_value=0 -5.47304e-05 -2.44502e-05 1.07243e-05 4.1252e-05 1.4222e-05 4.60736e-05 7.54827e-05 4.84887e-05 8.53553e-05 4.41951e-05 7.89301e-05 3.21111e-05 -1.88179e-05 -5.84475e-05 -5.92094e-06 4.08935e-05 0.00010217 5.3463e-05 0.000338368 0.000183067 -0.000331344 0.000556232 -0.000119768 -0.000520891 -2.52051e-06 9.18936e-05 -0.000105064 0.00016452 -0.000548348
internal_weight=0 0.0414087 0.0403512 0.0387585 0.0375697 0.0365044 0.0354655 0.0344319 0.0334233 0.0323975 0.0307532 0.0296633 0.0283342 0.0258248 0.0245794 0.0231553 0.021926 0.0202029 0.0190669 0.00720959 0.00609689 0.00258896 0.0025094 0.0118573 0.00268193 0.00917533 0.0080695 0.00574013 0.0035694 0.00217073
internal_count=3910 3789 3610 3018 2909 2779 2539 2351 2319 2298 2195 2155 2093 1975 1922 1762 1704 1429 1375 703 655 516 118 672 76 596 566 458 74 384
is_linear=0
shrinkage=0.00151575


Tree=1784
num_leaves=19
num_cat=0
split_feature=14 403 3 160 52 13 160 151 48 13 52 52 43 1 2 4 16 16
split_gain=0.000112306 0.000104459 0.000122472 0.000107314 0.000119279 0.000154259 0.000179278 0.000196752 0.000184131 0.000225552 0.000192723 0.000164056 0.00016029 0.000183508 0.000122254 0.000202368 0.000118827 9.85038e-05
threshold=0.05884000000000001 0.10150000000000002 -0.15464999999999998 -0.217635 0.13709500000000002 -0.083354999999999985 -0.081299999999999983 -0.0088999999999999982 0.09227500000000001 -0.014114999999999997 -0.07125999999999999 0.084890000000000007 -0.049504999999999987 0.10713500000000002 0.086650000000000019 0.05309500000000001 -0.094359999999999986 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 11 -7 16 9 -9 -11 12 -5 -14 15 -12 -8 -16
right_child=-2 -3 3 4 -6 6 7 8 -10 10 14 -13 13 -15 17 -17 -18 -19
leaf_value=0.0015330962410142616 -0.0017919072612240306 -0.0016253417196657994 -0.0015588287458360407 0.0027496541761331855 0.0015024935863253712 0.0016416146345055536 -0.0033947490108201268 -0.0024904775640620484 0.0015736619320952097 -0.0019249803625320317 -0.0018174103999022467 -0.00087359366875128458 -0.00068845797533855554 0.0022386285906623423 0.0024855333216883295 0.0010224657828911195 -0.00084840560631042991 0.00022913964760825641
leaf_weight=0.0017050414156480021 0.0010186895235548823 0.0010503655875531695 0.0012069952316341578 0.0014542939078883155 0.0016747037282761326 0.0012261298915207863 0.0010040935782444915 0.0014290115094603541 0.0014558897843379706 0.0013707240771877712 0.0014506801271812666 0.0013749790578296839 0.0015645651725543991 0.0010669539060317035 0.0010989753591926568 0.0015238319150896427 0.0011814540307936707 0.0011973326534092665
leaf_count=201 141 262 379 384 171 144 75 622 112 185 286 123 211 141 76 39 189 169
internal_value=0 5.29783e-05 0.000129672 1.72268e-05 0.000111993 -1.45734e-05 -0.000338314 -0.000545593 -0.000207735 -0.000529091 -0.000107074 0.000752456 0.00129966 0.000498334 0.000365689 -0.000362552 -0.00201826 0.00130901
internal_weight=0 0.024036 0.0229857 0.0212806 0.0200736 0.0183989 0.0129381 0.011712 0.00952645 0.00807056 0.00664154 0.00546079 0.00408581 0.00263152 0.00527082 0.00297451 0.00218555 0.00229631
internal_count=3910 3769 3507 3306 2927 2756 1897 1753 1489 1377 755 859 736 352 570 325 264 245
is_linear=0
shrinkage=0.0054422


Tree=1785
num_leaves=21
num_cat=0
split_feature=147 11 52 52 43 13 403 0 16 16 12 1 4 16 0 48 1 43 13 15
split_gain=9.64352e-05 0.000149751 0.00012866 0.00018952 0.000173107 0.000201155 0.000204423 0.000273899 0.000159832 0.000187573 0.000433294 0.000264719 0.000239397 0.00020669 0.000139181 0.000145374 0.000129939 0.000244753 0.000126883 8.01649e-05
threshold=0.088505000000000014 0.088315000000000018 0.18936500000000003 0.13709500000000002 0.19761500000000001 -0.094679999999999986 0.088015000000000024 -0.017269999999999997 -0.27337499999999998 0.050115000000000007 0.091475000000000015 0.094385000000000011 -0.082509999999999986 -0.071799999999999989 -0.13506999999999997 0.086285000000000014 0.08844500000000001 0.052855000000000006 0.10924000000000002 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 16 7 8 -7 11 -11 12 -10 -13 15 -14 17 -1 -9 -16
right_child=-2 -3 -4 -5 -6 6 -8 18 9 10 -12 13 14 -15 19 -17 -18 -19 -20 -21
leaf_value=-0.0013244243389962517 0.0016969435738375758 -0.0022043032803073779 -0.0015293785043378884 0.0024944857553669073 -0.0022808416319148443 -0.0021450994895353724 -0.0024879882906499668 0.00049126509498460846 0.0021054670162074293 -0.003711035693678312 0.00092228575179433372 0.00046452928045739958 0.0013579290278330472 0.003829751245932508 -0.00089164689064064528 -0.0015312443041321062 0.00244372373187924 0.0023744951881000094 0.0032067941147535138 -0.0031000572177007539
leaf_weight=0.0012468966927525688 0.0010051382517202159 0.0010308505713666474 0.0016324914568601459 0.0010256763055742626 0.0010136161743942709 0.0013795345689090336 0.0011364470464179091 0.0011109628195269889 0.0010305329191135195 0.0013051070580698265 0.0012833364907910844 0.0013562570618327677 0.0012329115012192889 0.0010290794505176948 0.0010748359564974721 0.0010204369922348633 0.0016880921616584943 0.0010619016942220449 0.0010956475921155562 0.0010337893922179294
leaf_count=105 171 139 437 59 203 166 223 201 380 214 195 70 44 128 198 27 180 43 42 685
internal_value=0 -9.35248e-05 2.08733e-06 0.000120435 -7.13213e-07 0.000120381 -0.000178789 9.29865e-06 -0.000334549 -9.3603e-05 -0.00141386 0.000345775 -0.000348958 0.00191635 -0.000928825 4.95565e-05 0.00124979 0.000376845 0.00183961 -0.00197436
internal_weight=0 0.0237884 0.0227576 0.0211251 0.0200994 0.0190858 0.0150889 0.0139524 0.0117458 0.0103663 0.00258844 0.00777784 0.00539251 0.00238534 0.00436197 0.00225335 0.00399689 0.0023088 0.00220661 0.00210863
internal_count=3910 3739 3600 3163 3104 2901 2573 2350 2107 1941 409 1532 1334 198 954 71 328 148 243 883
is_linear=0
shrinkage=0.00566207


Tree=1786
num_leaves=31
num_cat=0
split_feature=1213 14 1429 4 480 133 133 42 42 123 159 2 457 2 133 1 0 42 151 2 52 0 3 52 15 0 4 0 15 0
split_gain=0.000603132 0.000602821 0.000631066 0.000495766 0.000427735 0.000451134 0.000497209 0.000359941 0.00061443 0.000443501 0.000380832 0.000352866 0.000479881 0.000648487 0.000571283 0.000355145 0.000379147 0.000337236 0.000324948 0.000324038 0.000320179 0.000447746 0.000658521 0.000546152 0.000586599 0.000555179 0.000304587 0.000212957 0.000172596 0.00017147
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.083685000000000009 -0.26719999999999994 -0.17468499999999998 -1.0000000180025095e-35 -0.086109999999999978 1.0000000180025095e-35 0.10519500000000001 0.11339500000000001 -0.0015249999999999997 0.11005500000000001 0.098810000000000023 0.11235500000000002 -0.18087499999999998 -0.11403999999999999 0.056555000000000001 0.090815000000000021 0.10701500000000001 -0.074514999999999984 0.090325000000000003 0.048490000000000012 -0.10312999999999999 -0.10071499999999999 -0.16401499999999997 -0.23029999999999998 0.085120000000000015 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 17 10 11 12 19 14 18 -13 -17 -8 20 -9 21 22 23 24 -14 29 -23 -24 -19 -26
right_child=1 -3 3 -5 -6 6 7 9 -10 -11 -12 15 13 -15 -16 16 -18 28 -20 -21 -22 26 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00082955558600804476 -0.0010249117284460614 -0.0008769862341889193 -0.00083525010699338177 0.0010280740088331572 -0.00083275516197336323 0.0010661892257564953 -0.00045528455578498772 -0.00098270629286870484 -0.0011812596640904047 0.00091686309130289783 -0.00071959873249089596 -0.0006942329064615571 -0.0011029766559639827 0.0012432578160231677 -0.00052704530038926779 -0.00050536930336850076 0.00052598421497016261 2.56156779152153e-06 -0.00031841946284162897 0.00012227933663263598 -0.00015653846731732938 0.00032397487583646286 0.0012906766981838303 0.00084213547650930992 5.4082678757665709e-05 -0.00058829633230893534 0.0011625219968690388 0.00044890011935466018 0.00070435350467757383 0.00077287541808731478
leaf_weight=0.0016912106036758847 0.0010320235062078178 0.0014069737612627522 0.0010197450142620515 0.0010621682509781285 0.0010282529757160699 0.0010340626692384438 0.0020266226622881189 0.0010262927466830876 0.0010926976848216743 0.0013925101454311103 0.0010516898498270357 0.0018089579845570461 0.0010286471400819839 0.0012926323196555947 0.001821515333548406 0.0011956081979089817 0.0016825846875079264 0.0016613093286193537 0.0015095289173565609 0.0010557206430814592 0.002001093305079916 0.0013334847941042227 0.0013012218756589533 0.0013558963892696951 0.0011376499803645856 0.0015542073989118343 0.0023397707156864568 0.0010771674407465959 0.0011719207491625028 0.0015206468590349574
leaf_count=592 180 112 188 179 247 28 138 140 260 200 165 90 46 33 203 38 106 115 54 61 169 71 26 45 31 214 71 29 64 15
internal_value=0 2.37544e-05 5.57447e-05 8.46498e-05 5.79431e-05 8.30399e-05 0.000109438 8.07107e-05 -0.000232463 0.000146151 0.00010654 0.000139902 0.000216267 0.000285259 0.000216389 -0.000208026 9.75575e-05 -1.91339e-05 0.000300191 -0.000422404 0.000363933 0.000446274 0.000277729 4.99826e-05 -0.000154949 7.65491e-05 0.000858108 0.000909438 0.000292847 0.000465259
internal_weight=0 0.0410226 0.0396156 0.0385836 0.0375214 0.0364932 0.0354734 0.0344394 0.00595255 0.0284868 0.0270943 0.0260426 0.0213555 0.0192735 0.0179808 0.00468715 0.00287819 0.00485985 0.0161593 0.00208201 0.0146498 0.0126487 0.00897544 0.00659705 0.00524115 0.0042125 0.00367326 0.00237839 0.00283323 0.0026583
internal_count=3910 3318 3206 3026 2847 2600 2412 2384 577 1807 1607 1442 1208 1007 974 234 144 317 771 201 717 548 406 351 306 260 142 55 179 46
is_linear=0
shrinkage=0.00140032


Tree=1787
num_leaves=20
num_cat=0
split_feature=14 10 4 13 0 1 1186 403 131 47 4 13 50 1374 13 49 52 12 16
split_gain=9.94117e-05 8.63957e-05 0.000107723 0.00016669 0.000191334 0.000168503 0.000157376 0.00018655 0.000176435 0.000161347 0.000262613 0.00022771 0.00020274 0.000157416 0.000189598 0.00015325 0.000165791 0.000122913 0.000122563
threshold=0.05884000000000001 -1.0000000180025095e-35 -0.51381999999999983 -0.091229999999999992 -0.084304999999999977 0.090475000000000014 0.083980000000000013 0.036225000000000007 0.097135000000000013 0.09252500000000001 -0.23071499999999998 0.16421000000000002 0.082725000000000007 -0.094679999999999986 -1.0000000180025095e-35 -0.073619999999999977 -0.069134999999999988 0.086205000000000018 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 10 -5 -11 13 -12 17 -16 -17 -15 -18
right_child=-2 2 3 6 -6 -7 -8 -9 -10 11 12 -13 -14 14 15 16 18 -19 -20
leaf_value=0.0013741995105790844 -0.0016216765510719666 -0.0015558888438887359 -0.0012923847446996821 -0.002509468863902064 0.0022741968705868826 0.0012339559685066437 0.0018169498336754934 -0.0024252307252156271 0.0019439101912069726 -0.0027572438825383093 -0.0013090144125099893 0.00038677176142200254 -0.0019745525210884732 0.00097585831028311975 -0.00017644935989455856 0.00014602008375838829 0.0015633075624398025 -0.0014087212186778691 0.0038090580179128259
leaf_weight=0.0012770902104499151 0.0010140149941937895 0.0011901995062545924 0.0013075555605092659 0.0010599049564268244 0.0017924662633033118 0.0016141995842085533 0.0010071707903387397 0.0010691054143076037 0.001013384463489927 0.0015576915892272511 0.0011531866452703116 0.0010587417463696625 0.0010194104381835824 0.0010020436401391754 0.0013439433067796713 0.001075480639661841 0.0014738378813683971 0.00144346723974835 0.0012115555851257651
leaf_count=215 141 64 204 165 109 162 99 277 264 245 56 17 430 409 58 109 191 616 79
internal_value=0 5.08756e-05 -2.45935e-05 6.1363e-05 0.000928766 0.000103358 -0.000186629 -0.000316973 -0.000160586 -0.000319749 -3.69991e-05 -0.00148502 0.000232527 0.000491034 0.000765962 0.00133969 0.00188147 -0.000431644 0.00257651
internal_weight=0 0.0236704 0.0223933 0.0212031 0.00471422 0.00292176 0.0164889 0.0154818 0.0144126 0.0133993 0.0107828 0.00261643 0.00972293 0.00870351 0.00755033 0.00510482 0.00376087 0.00244551 0.00268539
internal_count=3910 3769 3554 3490 475 366 3015 2916 2639 2375 2113 262 1948 1518 1462 437 379 1025 270
is_linear=0
shrinkage=0.00523088


Tree=1788
num_leaves=31
num_cat=0
split_feature=1456 1213 14 38 124 13 13 132 42 4 52 453 42 0 48 2 3 13 51 15 3 150 40 15 2 3 0 2 15 15
split_gain=0.000523848 0.000498884 0.000398652 0.000354834 0.000614617 0.000362379 0.000429161 0.000422436 0.000377668 0.000443902 0.00094145 0.000511287 0.000400091 0.000322434 0.000575069 0.000532053 0.000401117 0.000380808 0.00047271 0.00039553 0.000362739 0.000330161 0.000287419 0.000359271 0.000511507 0.000457493 0.000271356 0.000307389 0.000200807 0.000144858
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.10386000000000002 -0.048219999999999992 -0.094679999999999986 -0.084184999999999996 0.079995000000000011 -0.11145999999999999 -0.23071499999999998 0.10599500000000002 1.0000000180025095e-35 -0.088669999999999985 -0.230625 0.091875000000000012 0.12238000000000002 -0.13927999999999999 -0.082014999999999991 0.089355000000000004 -0.10312999999999999 -0.08323499999999999 0.087235000000000021 -0.067204999999999987 0.090325000000000003 0.097940000000000013 0.10666500000000002 -0.081864999999999979 0.081615000000000007 -0.042544999999999993 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 29 22 -7 8 -8 10 -10 12 -11 14 -14 16 -15 -18 19 -19 -21 26 -6 24 28 -26 27 -22 -24 -3
right_child=1 2 -4 -5 5 6 7 -9 9 11 -12 -13 13 15 -16 -17 17 18 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00091023879922190552 -0.00086086757576259219 0.00054676409323535806 -0.00084134468419930642 -0.00079248533073433543 -0.00040216742219846628 -0.00098489198346278983 -0.00072848412709148995 0.00070585622834671105 -0.0012016909266799041 0.00098959192820250071 0.00049405031658816768 -0.00096598282484993585 0.0014999151428513697 0.00082409633721512113 6.6825557572563779e-07 0.00094613330457149968 0.00064153510519741961 -0.00094970413166505429 -0.0012796104786816167 -0.00073425315288631996 0.00013506319173783082 -0.00064211510527387963 -0.0006511243603484028 0.0013308699694947095 0.00016722291997245948 0.001483439154634223 -0.00020416798915146831 0.0010970268411940058 0.0002458577010841103 0.0013439010501818962
leaf_weight=0.0015761303213382141 0.0015502689151040408 0.0012975690105489351 0.0012055482556894139 0.0011249969948436958 0.0010325544041762669 0.0011217225125992871 0.0018642612125023264 0.0020096774128008357 0.0020118171283436325 0.0013634286572716805 0.0013677502021014476 0.0010455600045418114 0.0010651056171670946 0.0010675856051068815 0.0015802046361841349 0.0013411779088561291 0.0012282060861246178 0.001372206176808769 0.0010697316508399843 0.0014664200696177165 0.001820754578777165 0.0011035991789931643 0.0012066054644668256 0.0010630297556866175 0.0013485401011434917 0.0012801502816753851 0.0016904338490388261 0.0015121702044372798 0.0012781744241969753 0.0010068492201448778
leaf_count=369 555 219 92 52 27 332 127 199 167 81 28 52 51 62 28 119 102 83 92 244 52 28 75 25 58 93 316 77 53 52
internal_value=0 1.64324e-05 5.1354e-05 7.98698e-05 0.000106673 5.3723e-05 -2.98631e-05 1.13714e-05 -4.68541e-05 1.06293e-05 -0.000515405 0.000105562 0.000168927 0.000100356 0.000604324 2.84872e-06 -9.97465e-05 -0.000187311 -0.000288752 -0.000170527 -2.97214e-05 0.000138901 0.000367957 0.000496703 0.000323289 0.000808209 0.000310485 0.000571513 -0.000189715 0.00089505
internal_weight=0 0.0404961 0.0389458 0.0377403 0.0366153 0.0343109 0.0271018 0.0259801 0.0239704 0.0221062 0.00337957 0.0187266 0.017681 0.0163176 0.00264531 0.0136723 0.0123311 0.0112635 0.0100353 0.00896558 0.00759338 0.00612696 0.00720905 0.0061765 0.00511347 0.00262869 0.00502336 0.00333292 0.00248478 0.00230442
internal_count=3910 3541 2986 2894 2842 2571 2240 1908 1709 1582 195 1387 1335 1254 79 1175 1056 994 892 800 717 473 331 304 279 151 445 129 128 271
is_linear=0
shrinkage=0.00157699


Tree=1789
num_leaves=31
num_cat=0
split_feature=1429 1213 4 480 133 403 1456 11 38 124 456 376 1 13 49 1 0 49 151 151 13 2 2 2 16 4 133 13 16 1
split_gain=0.000757548 0.000648151 0.000539387 0.000731008 0.000602435 0.000499116 0.000506333 0.000484345 0.000474652 0.00058465 0.000454338 0.000473425 0.00060858 0.000418433 0.000522874 0.000426838 0.000388392 0.000337477 0.000897581 0.000394748 0.000290731 0.000341849 0.000507318 0.000467738 0.000408623 0.000296292 0.000262294 0.000239869 0.000315757 0.000223956
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -0.084084999999999979 -1.0000000180025095e-35 0.088315000000000018 0.10828500000000001 -0.048219999999999992 0.086300000000000016 0.11605500000000001 0.10561500000000001 -0.10023999999999998 -0.053904999999999988 0.11215000000000001 -0.10783 -0.085974999999999982 0.096145000000000022 -0.096544999999999978 -0.012339999999999999 0.096325000000000008 0.086650000000000019 0.10488500000000002 -0.089864999999999987 0.00096500000000000015 -0.079929999999999987 -0.083514999999999992 -0.15168999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 -8 11 12 17 -14 -15 -16 -17 18 -11 -19 26 22 24 -23 -22 -24 -21 28 -28 -26
right_child=1 2 -4 -5 5 6 7 -9 -10 10 -12 -13 13 14 15 16 -18 19 -20 20 21 23 25 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0013173962823887814 -0.0009485700875773844 -0.0010947822380690641 0.0011638769009483941 -0.0013154261494854836 -0.0010085431162351231 -0.00083644191014351236 0.0010049372508405131 -0.00074299006834281677 -0.00088245793145285019 -0.0011740545102917367 -0.00088419070918224307 -0.00076553948080484947 0.0015413824213860166 -0.00045703647515705624 0.0013078034342709828 -0.0003696913542318928 0.00079631016327270769 -0.00078513132199654217 0.00075868891455737133 0.0011573163098007844 -0.00086083006935626816 -0.0011415142997071609 0.0010381257315809668 0.00030807992426968591 0.0004187199581111364 6.5811612768620063e-05 0.001076097661386563 -0.00029859244706361028 0.00017805140209245672 -0.00042968055900249777
leaf_weight=0.001140095539845897 0.0017483584206549043 0.0011431268537858133 0.0010974485312331824 0.0010319750309157527 0.001040741500541508 0.0013770223762214198 0.0023377198317232192 0.0014820084116597956 0.0010243346888216811 0.0016130069118646664 0.0010213958780481694 0.0012425123962687681 0.0011420218528171988 0.0012309913277785967 0.0019249098307629877 0.0012071476788548807 0.0019065030982625408 0.0010230032540485814 0.0010116016442580644 0.0012939223169152738 0.0013309616585976966 0.0012383318429400889 0.0023056122808289836 0.0010766599139466759 0.0027619719811816682 0.001250801044174743 0.0016583641424610107 0.001156069825290873 0.0026030940090236952 0.0011362126346057266
leaf_count=181 592 202 179 221 414 285 193 84 37 84 158 18 83 57 44 26 68 96 28 65 43 61 93 74 90 21 41 227 123 22
internal_value=0 1.0888e-05 5.11448e-05 2.10461e-05 5.59273e-05 9.01854e-05 0.000120796 0.000157432 0.000196115 0.000229121 0.00017087 0.000206656 0.000248496 0.00064588 0.00048276 0.000712366 0.000344257 0.00011125 -0.000429118 0.000186549 0.000242356 8.25643e-05 0.000227462 -0.000467335 -9.13051e-05 0.00069616 0.000506646 0.00035124 0.00052753 0.000171435
internal_weight=0 0.0434178 0.0416695 0.040572 0.03954 0.0383969 0.0373562 0.0359792 0.0344972 0.0334728 0.0311351 0.0301137 0.0288712 0.00741157 0.00626955 0.00503856 0.00311365 0.0214596 0.00262461 0.018835 0.017812 0.0111006 0.00878556 0.00231499 0.00522915 0.00355641 0.00671145 0.00541753 0.00426146 0.00389818
internal_count=3910 3729 3137 2958 2737 2535 2121 1836 1752 1715 1522 1364 1346 278 195 138 94 1068 112 956 860 404 269 135 155 114 456 391 164 112
is_linear=0
shrinkage=0.00160853


Tree=1790
num_leaves=20
num_cat=0
split_feature=403 475 15 453 15 15 48 4 49 15 2 2 160 12 4 0 43 42 0
split_gain=0.000102071 0.000110777 0.000284737 0.000124065 0.000244377 0.000149903 0.000178728 0.000239899 0.000242117 0.000224652 0.000165924 0.000154687 0.000151337 0.000127211 0.000132686 0.000119134 0.000225561 8.52894e-05 0.000210918
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0089749999999999986 1.0000000180025095e-35 -0.26361999999999991 -0.10981499999999998 0.091555000000000011 0.15927500000000003 -0.07107999999999999 0.090505000000000016 0.11230000000000001 0.099675000000000014 0.099550000000000013 -0.036459999999999992 -0.23071499999999998 -0.077944999999999987 -0.075819999999999985 0.085195000000000007 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 11 7 9 -9 12 -8 -6 13 -7 -15 17 -17 18 -16
right_child=1 3 -4 -5 5 6 10 8 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=-0.0015484605374596399 -0.0032878710615020343 0.0026068476500699395 0.0008203657119803991 -0.0016033724266905484 -0.0027975424072316821 -0.0016519187554071004 0.0024813965707511454 -9.7979793168104931e-05 0.0037086559607411237 -0.0024383706780966847 -0.00015479155662601607 0.0002226655554867593 -0.0020279130661221339 -0.00084757766167499449 0.0010345834878687553 9.5332529552447616e-05 0.0036806244928231009 0.0016681540442995645 -0.0017993131564433401
leaf_weight=0.0012749909628456671 0.0010030455377604969 0.0013037051783240409 0.0010791631436854179 0.0011359003918743884 0.001039992110668307 0.0010087203127361029 0.0019596519938024906 0.0010476810219017252 0.0010123758828104882 0.0013200594904994043 0.0011779481582560591 0.0010502707347488371 0.0010313142747132029 0.0019240444072338696 0.0019346558469304203 0.0010883922948674574 0.0010745369068751037 0.0010435026966239061 0.0013912283190422176
leaf_count=930 372 234 217 89 158 111 122 56 102 402 101 89 109 90 72 102 80 189 285
internal_value=0 6.39898e-05 -0.00115866 0.000182158 0.00028154 0.000122858 0.000295207 2.4671e-05 0.00177272 -0.00028008 0.00149169 -0.00128001 -8.64677e-06 0.000211372 0.000433636 0.000811007 0.0018765 0.000283571 -0.000150845
internal_weight=0 0.0236262 0.00208221 0.021544 0.0204081 0.0191044 0.0170141 0.0138765 0.00206006 0.0118165 0.0031376 0.00209026 0.0104964 0.00946508 0.00845636 0.00653232 0.00216293 0.00436939 0.00332588
internal_count=3910 2980 589 2391 2302 2068 1821 1598 158 1440 223 247 1038 929 818 728 182 546 357
is_linear=0
shrinkage=0.00555105


Tree=1791
num_leaves=20
num_cat=0
split_feature=0 12 12 52 1 15 3 16 159 3 15 42 1 42 2 1 12 403 4
split_gain=0.000106797 0.000193574 0.000146998 0.000189377 0.000107157 0.000257646 0.000318063 0.000367076 0.000168479 0.000207149 0.000188986 0.000301135 0.000135415 0.000116637 0.000135042 0.000137957 0.000103064 9.3731e-05 7.91823e-05
threshold=0.18055000000000002 0.11655500000000001 0.10333000000000002 -0.40083499999999994 0.094385000000000011 0.024640000000000006 0.11265500000000002 -0.091624999999999984 0.090705000000000022 -0.12008499999999998 0.088190000000000004 0.085330000000000003 0.11507500000000002 -1.0000000180025095e-35 0.086545000000000025 0.086720000000000005 -1.0000000180025095e-35 0.025590000000000005 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -6 9 -5 11 13 -8 -11 18 -16 -9 -12 -15
right_child=-2 -3 -4 4 5 -7 12 16 -10 10 17 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.0024884864409619283 0.0016923259824456062 -0.0024632418578696739 0.0016669587257540958 0.0019386248648492492 5.1401923136616063e-05 -0.0020420824580103876 0.00084731044902920346 0.0049149608775323327 -0.002431795001968661 -0.0018981098576290323 -9.8325362529199007e-05 -0.003552782476893019 -0.0014647258812324597 0.00016167059951184692 0.0019377026469897692 -0.00067003787855020444 0.0023785779404499295 0.0023422416425283735 -0.0020050997499247835
leaf_weight=0.0010236039948371091 0.0011186403455525898 0.0010595364971129608 0.001600541870262844 0.0013700754878003792 0.0016352081116089191 0.0010934660746538261 0.0015371380606259422 0.0010270070662753428 0.0011128225883922241 0.0012494976384007633 0.0010171652377186091 0.0011156357133727535 0.001721871767325911 0.0010008877785857434 0.0016127168781308598 0.0010899173003195983 0.0010274109830232803 0.0010009219507403078 0.0011759764644858946
leaf_count=351 44 182 266 135 227 137 78 146 233 449 448 432 170 132 157 44 101 112 66
internal_value=0 -9.83578e-05 1.34438e-05 -0.000113724 9.12119e-06 0.00051267 0.000914696 0.0020532 -0.000335653 -0.000116272 -0.000420218 -0.000847076 -0.000374235 -0.000354567 4.06894e-05 0.000886054 0.00364652 0.00111214 -0.00100885
internal_weight=0 0.0234714 0.0224119 0.0208113 0.0197877 0.0080421 0.00694864 0.00368963 0.0117456 0.0106328 0.00926272 0.00724463 0.00325901 0.006129 0.0048795 0.00270263 0.00205442 0.00201809 0.00217686
internal_count=3910 3866 3684 3418 3067 859 722 474 2208 1975 1840 1280 248 848 399 201 247 560 198
is_linear=0
shrinkage=0.00566207


Tree=1792
num_leaves=31
num_cat=0
split_feature=1213 1456 14 38 124 123 1374 52 1 12 2 159 15 48 1 49 151 133 15 42 43 160 13 52 52 43 16 3 4 52
split_gain=0.000503187 0.000528792 0.000364301 0.000362159 0.000637224 0.000446379 0.000414472 0.000410128 0.000404683 0.000601207 0.000463625 0.000348276 0.000319941 0.000383132 0.000546726 0.000368139 0.000721046 0.000582471 0.000726423 0.000574133 0.000459441 0.000301699 0.000275178 0.00026741 0.000448893 0.000274286 0.000241655 0.000210628 0.000531388 0.000367564
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.10386000000000002 -0.048219999999999992 0.10103000000000001 0.087110000000000007 -0.42985499999999993 0.11235500000000002 0.10129000000000001 0.10184000000000001 0.096890000000000018 -0.095799999999999982 0.084500000000000006 0.092550000000000007 -0.085974999999999982 0.083140000000000006 0.087330000000000019 0.088345000000000021 -1.0000000180025095e-35 -0.07526999999999999 0.090010000000000021 -0.085414999999999991 0.09086000000000001 -0.048794999999999991 -0.078454999999999983 -0.114825 0.097615000000000021 -0.0025899999999999994 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 11 -11 12 13 14 -9 16 -14 19 -19 -17 -21 26 -10 24 -24 -26 -15 28 29 -22
right_child=1 2 -4 -5 5 -7 -8 8 22 10 -12 -13 15 21 -16 17 -18 18 -20 20 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00086111165212440321 -0.00088733286590268463 0.00091295252319599811 -0.00080875503014315976 -0.00083798154070125039 -0.00075809436998769614 -0.00099906932039825068 -0.00086673378989608773 0.00094504591278222051 0.001068594355220367 -0.001508260468240328 -7.3455551772802342e-05 -0.00069617309541616923 -0.0012723146816890577 -0.00035010013726582891 -0.00037820217192424877 -0.00028715870985574469 0.00051989571260392436 -0.001013254279621713 0.00072763248653027481 0.0011733570853899456 0.00097507626384525669 0.00013781499294175255 0.00065954870339253837 0.00083099621523465407 0.00011931212512254909 -0.0010313928407349997 -0.001463023817174744 0.00087701938523165228 -0.00064897756025614998 -0.00013609094861737376
leaf_weight=0.0017720940011101962 0.0016250291299049055 0.0023410683986900402 0.0012472302661835624 0.0010973554443132185 0.0013593287546265756 0.0010246613227799508 0.0011649332470549658 0.0015405892183783963 0.0015900092292602253 0.0010692970180160568 0.0012804347812034322 0.0012651222742006132 0.0010757156868110842 0.0010068614404179499 0.0016986155752878318 0.0018547211408683336 0.0012624815404400636 0.0015344647821645694 0.0010408087137276922 0.0033453603359349104 0.0021847077295964372 0.0011036307712437576 0.001872522924053488 0.0017885782145370399 0.0011493476879178011 0.0010042618329118005 0.0010123591715853197 0.0020062729085434938 0.0012374035132916234 0.0011896863503513266
leaf_count=592 332 271 92 52 282 56 85 54 140 130 106 131 45 34 38 286 42 215 172 180 87 16 69 53 23 51 85 50 63 78
internal_value=0 1.31244e-05 4.7678e-05 7.36672e-05 9.86752e-05 4.806e-05 7.73456e-05 0.00010835 0.000142875 5.0628e-05 -0.000726395 0.000125582 0.0001706 -0.000136434 0.000251144 0.000287347 -0.000304632 0.000383513 -0.000309667 0.000534563 0.000687529 -0.000538454 0.000475607 0.000313457 8.35449e-05 -0.00041728 -0.000908077 0.000441948 0.000252679 0.00058332
internal_weight=0 0.0439729 0.0423478 0.0411006 0.0400032 0.0376622 0.0366375 0.0354726 0.0341133 0.0267085 0.00234973 0.0243588 0.0230937 0.00636206 0.0032392 0.0167316 0.0023382 0.0143934 0.00257527 0.0118182 0.00996343 0.00312285 0.00740472 0.00581471 0.00402613 0.00215361 0.00201922 0.00661807 0.0046118 0.00337439
internal_count=3910 3318 2986 2894 2842 2571 2515 2430 2148 1812 236 1576 1445 227 92 1218 87 1131 387 744 458 135 336 196 143 74 119 278 228 165
is_linear=0
shrinkage=0.00160853


Tree=1793
num_leaves=19
num_cat=0
split_feature=484 13 0 0 1 151 16 52 15 133 457 160 151 2 1374 133 43 0
split_gain=9.89338e-05 0.000128896 0.000147614 0.000247971 0.000409549 0.000232263 0.000230218 0.000253811 0.000225893 0.000199864 0.000189207 0.000251356 0.000171988 0.00016672 0.000183556 0.00026558 0.000113076 9.52749e-05
threshold=-0.0043499999999999988 -0.52445999999999982 -0.017269999999999997 -0.053834999999999994 0.12730000000000002 0.085710000000000022 0.31524000000000002 0.091210000000000013 0.091915000000000011 -0.090054999999999982 -0.0034949999999999994 -0.082234999999999989 -0.086034999999999986 0.083585000000000007 -0.088294999999999985 0.084285000000000013 -0.00059999999999999995 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -4 9 -3 -11 -12 -13 17 -15 16 -16 -14
right_child=1 2 6 -5 -6 -7 -8 -9 -10 10 11 12 13 14 15 -17 -18 -19
leaf_value=-0.0013319397253663068 -0.0018606896605393932 -0.0020066537796750599 0.0017063458092697393 -0.0022103762113769524 0.0034062784683745215 0.0023954049004873291 0.0033429730424406946 -0.0016795890420670818 -0.0025681336405433668 -0.0019634030598901578 -0.0019562992226551138 -0.0011275874674983263 0.00083847400758464479 -0.00043340988864765454 0.0017754584111059895 1.6298506566493649e-05 0.0041193298382634722 -0.0011212947126778595
leaf_weight=0.0016420470949651709 0.0010095685009350276 0.0014443287867736418 0.0016629488545008382 0.0014928191757647103 0.0011114988508697998 0.0010835175376518189 0.0010686116750688868 0.0011566898743917142 0.0012070221046415206 0.0011424368559817969 0.0012181200128700441 0.0013244663555228601 0.001884420028291256 0.0010010411478802465 0.0010421685570393439 0.0011568137003963308 0.0016203284150936251 0.0012860838079659029
leaf_count=612 54 368 210 187 154 96 108 81 428 144 282 162 56 20 336 262 95 255
internal_value=0 7.85957e-05 0.000167981 -4.37297e-05 0.000152031 -8.2681e-05 0.00114888 0.000317346 -0.00027009 -5.86763e-05 0.000182292 0.00041501 0.000725095 0.00103217 0.00168245 0.00223701 0.00320188 4.3513e-05
internal_weight=0 0.0229129 0.0219033 0.0180151 0.0165222 0.0154107 0.00388825 0.00281964 0.0143272 0.0131202 0.0116759 0.0105334 0.00931532 0.00799086 0.00482035 0.00381931 0.0026625 0.0031705
internal_count=3910 3298 3244 2845 2658 2504 399 291 2408 1980 1612 1468 1186 1024 713 693 431 311
is_linear=0
shrinkage=0.00555105


Tree=1794
num_leaves=26
num_cat=0
split_feature=1213 1456 52 403 14 453 13 16 43 43 40 133 43 3 160 0 47 12 42 1 1 0 2 48 2
split_gain=0.000512169 0.00042795 0.000389345 0.000352697 0.000318399 0.000236023 0.000216831 0.000508516 0.000431932 0.000345418 0.00050806 0.000368354 0.000514531 0.000282282 0.000558071 0.000317821 0.000623568 0.000276074 0.000453894 0.000271218 0.000559651 0.000445522 0.000281763 0.000176284 3.45496e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 0.078495000000000023 0.086795000000000011 0.17936000000000002 0.22945500000000005 -0.15109999999999998 0.24789500000000006 -0.010334999999999999 -0.085714999999999986 -0.089949999999999988 -0.074234999999999982 -1.0000000180025095e-35 -0.230625 0.09550500000000002 0.085775000000000004 0.088115000000000013 0.094695000000000015 0.088385000000000005 -0.14136999999999997 0.086775000000000005 0.092930000000000013 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -8 -5 10 -10 -12 -13 14 -14 23 19 -16 -19 20 22 -21 -17 -15 -24
right_child=1 2 3 4 -6 -7 7 -9 9 -11 11 12 13 15 17 16 -18 18 -20 21 -22 -23 24 -25 -26
leaf_value=-0.00088733934492169657 -0.00080184373934414461 -0.00075269657647840653 -0.0007729330541109249 0.00095288775037053624 -0.00068939835062916451 -0.00056300500776112919 -0.00076394979954061404 0.0003774899337728692 0.00089121958338051442 -0.00066889297015863684 0.00073424169190694348 -0.00094000816875269193 -0.00057285824075366221 0.00085481145391382073 0.0011165363936014498 0.00034474819547111263 0.00087004218469516228 -0.00012419766047122699 0.00090349827950712163 -0.00044953410026267731 -0.0013790176463603534 0.00057216548544805439 -0.00034138934234046993 6.2718719944238752e-05 -0.00071198796833817567
leaf_weight=0.0014121411321743041 0.0013316190456008547 0.0012630845914661784 0.001014861421794285 0.001512979137216596 0.0010475876034796707 0.0010138451556684904 0.0016714814262092639 0.0016424691616947484 0.0019887335950908571 0.0010450247153537253 0.001887452334646599 0.0010338729417115741 0.0010983296749494378 0.001192712239880934 0.0014243039316792667 0.0012241626570812618 0.0011448256647881303 0.001933825184353033 0.0017266148712185014 0.0019803711405472785 0.0011794173359396254 0.0016696526973783415 0.0010391815643856495 0.0011927694956739288 0.0010981974407284212
leaf_count=592 332 298 566 78 71 61 109 38 265 183 115 117 339 57 59 27 44 101 63 62 54 146 43 24 66
internal_value=0 7.90484e-06 4.05544e-05 7.20991e-05 9.99902e-05 0.000127834 0.000152249 -0.000198226 0.000198026 0.000150158 0.000187675 0.000120491 5.93224e-05 0.000117028 0.000368897 -1.58349e-05 -0.000137102 0.000572321 0.000360562 -0.000277867 -0.000515547 1.78282e-05 -0.000212593 0.000458756 -0.000531805
internal_weight=0 0.0343574 0.0330258 0.0317627 0.0307478 0.0297002 0.0286864 0.00331395 0.0253724 0.0238594 0.0228144 0.0208257 0.0189382 0.0179044 0.00618307 0.0117213 0.00933581 0.00508474 0.00366044 0.00819098 0.00454096 0.00365002 0.00336154 0.00238548 0.00213738
internal_count=3910 3318 2986 2688 2122 2051 1990 147 1843 1765 1582 1317 1202 1085 562 523 442 223 164 398 190 208 136 81 109
is_linear=0
shrinkage=0.00145689


Tree=1795
num_leaves=31
num_cat=0
split_feature=1456 1213 133 133 14 52 403 38 124 42 42 1 47 133 42 50 475 151 49 0 0 12 52 52 49 4 1 49 0 51
split_gain=0.000505555 0.000477847 0.000408285 0.000604937 0.000358008 0.000321716 0.000425724 0.000309934 0.000617873 0.000393367 0.000443883 0.00032939 0.000524049 0.00035411 0.000446628 0.000585234 0.000461434 0.000425734 0.000546982 0.000387826 0.000433417 0.000383258 0.000287989 0.000584026 0.000314576 0.000676619 0.000508927 0.000320971 0.000294227 9.79957e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 0.077685000000000018 -0.42985499999999993 -1.0000000180025095e-35 0.10386000000000002 -0.048219999999999992 -0.11145999999999999 -0.09547499999999999 0.12811000000000003 0.10887000000000001 0.093845000000000026 0.088345000000000021 0.082725000000000007 -0.048844999999999993 0.088225000000000012 -0.085974999999999982 0.048265000000000009 -0.061994999999999995 0.092365000000000017 0.086950000000000013 1.0000000180025095e-35 -0.0090499999999999973 0.05309500000000001 0.087225000000000011 -0.059914999999999989 -0.10209999999999998 0.12527000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 -8 -10 -11 12 13 14 15 16 -12 18 -18 20 22 -16 23 24 26 -26 -20 -28 -27 -13
right_child=1 2 3 4 -6 6 7 -9 9 10 11 29 -14 -15 21 -17 17 -19 19 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.00084496722001831484 -0.00076272316293954563 -0.0008555355417288298 0.0011208847488285781 -0.00068013858959605834 -0.00076108171466650679 -0.00077833539767907327 0.00094708117894502677 -0.00065246040622694043 -0.00056306736637893684 0.0010918905207621646 0.00093117000827484049 0.00087457519486076505 -0.00088267723692771302 -0.00048680241463337878 0.0010255173980195046 -0.0009318713111907957 -0.00087216678747519731 0.00094357684514028751 0.00095990572991349048 -0.00066333651509774586 0.00096863586008391275 5.9179826226541716e-05 -0.00063217176775811007 0.0010212515101518452 -0.0010108366670519408 -0.00029223368271654213 -0.00073769125418643401 0.00041831234447432531 0.00065859342528273705 0.00027617511184046189
leaf_weight=0.0014941365944228365 0.0015977204181354945 0.0010280324272390886 0.0011384206738123117 0.0011782996153344985 0.0011401835300819388 0.0011472658887176626 0.0019392702750826015 0.0010551708451593802 0.0017932404916672353 0.0010041145287429378 0.0014098449855568509 0.0013811607678507745 0.0012014836697016298 0.001976116447154507 0.0021099283314838227 0.0011708832384992865 0.0013956435254520718 0.0010786074054958137 0.0015269244426603414 0.001313341867968997 0.0012887090632873891 0.0014837402300440505 0.0010994446749084128 0.0014068549133976491 0.0016073290197371332 0.0013969287751738335 0.0010067965133595536 0.0010327435700316911 0.0013664909697297389 0.0010024762150635524
leaf_count=369 555 209 50 277 79 545 243 41 100 37 125 134 66 125 142 147 56 42 29 41 35 92 46 42 133 23 31 37 20 39
internal_value=0 1.80624e-05 5.03141e-05 7.50474e-05 4.24397e-05 6.83399e-05 9.41315e-05 0.00012442 0.000150043 9.86114e-05 0.000140599 0.000105553 5.59707e-05 0.000103616 0.000157397 6.42532e-05 0.000133147 6.06531e-05 -5.29206e-06 8.74481e-05 0.000171493 0.00062654 7.31275e-05 0.000156115 2.77089e-06 -0.000259227 0.000323852 -0.000152336 0.000177943 0.000622909
internal_weight=0 0.0402772 0.0386794 0.0376514 0.036513 0.0353728 0.0341945 0.0330472 0.0319921 0.0300528 0.0282596 0.0272554 0.0248718 0.0236703 0.0216942 0.0181005 0.0169297 0.0155198 0.0144412 0.0130456 0.0117322 0.00359367 0.0104435 0.00934407 0.00793721 0.00437075 0.00356646 0.00203954 0.00276342 0.00238364
internal_count=3910 3541 2986 2777 2727 2648 2371 1826 1785 1542 1442 1405 1232 1166 1041 807 660 535 493 437 396 234 361 315 273 176 97 68 43 173
is_linear=0
shrinkage=0.00145689


Tree=1796
num_leaves=31
num_cat=0
split_feature=1429 4 480 1213 133 133 130 1186 1 403 1374 457 160 123 124 15 15 47 131 52 4 151 150 9 16 160 16 48 0 0
split_gain=0.000632209 0.00059471 0.00061041 0.000497672 0.000432936 0.000475771 0.000499502 0.000498316 0.000694288 0.000468653 0.000411804 0.000380216 0.000516213 0.000557448 0.000487766 0.000491234 0.000513407 0.00046614 0.000383583 0.000376272 0.000508179 0.000415641 0.000405689 0.00040568 0.000440468 0.000657575 0.000520233 0.000329674 0.000291715 0.000273479
threshold=-1.0000000180025095e-35 0.51060500000000009 0.08456000000000001 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.085080000000000003 0.087480000000000016 -1.0000000180025095e-35 0.087110000000000007 -0.098834999999999992 -0.090764999999999985 1.0000000180025095e-35 -1.0000000180025095e-35 0.10043500000000001 0.083935000000000023 0.13135500000000003 0.088495000000000004 -0.092854999999999979 0.028075000000000006 0.056555000000000001 0.097030000000000019 0.082325000000000023 -0.014099999999999998 0.086110000000000006 -0.14029999999999995 0.016865000000000002 -0.15713499999999997 -0.089539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -6 -8 11 -11 27 14 -14 16 17 18 19 20 -16 22 23 24 25 26 28 -13 -21 -26
right_child=1 -3 -4 4 5 6 9 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0010921516005378423 -0.00073243980881280968 0.0010376499404055447 -0.0010717305518175202 -0.00079544407227302857 -0.00059813841600638701 -0.00065879860802040599 -0.0008723755067716535 0.0013617349207139594 0.00096033056034798537 0.0009580815737585583 -0.00078291629049481682 -0.0010585408271105989 -0.0007566122071927773 0.00088850692321079303 -0.00079106825348378748 -0.00054299190051204313 0.00087791903069246518 0.0010046665452333413 -0.00062137700897119054 0.00012304667414924037 0.00045377809199295379 -0.00050806737023154059 0.00098850822822317357 -0.00043467143704139778 0.0012311325859759668 -0.00087046649361308213 -0.00017786322848782268 1.9581171202129229e-05 0.0010484548450162823 0.00043536405143338602
leaf_weight=0.0010378935341782127 0.0016774296412954961 0.0010845329911467324 0.0010405957834481163 0.0011618135240647467 0.0010905813305870362 0.0019820927671222446 0.0010127218711122868 0.0010767499969936978 0.001153281053354327 0.0010366989305010668 0.0010130858637544251 0.0011838410987264339 0.0012561796973419295 0.0018589881585069487 0.0017672595015439862 0.0019102505267825079 0.001978086638662723 0.0011292079191314022 0.0014203546535662684 0.0010654533736058625 0.0010108564018489474 0.0013825365878474835 0.00148528071083981 0.0016390349852346562 0.0012296077421553586 0.0011502047646789748 0.0024342475140503028 0.0010489591382611962 0.0017903727677046491 0.0027204686107898035
leaf_count=181 580 180 256 200 130 186 364 19 41 50 90 219 32 191 246 120 73 25 106 29 51 51 101 55 41 32 77 44 43 97
internal_value=0 1.39243e-05 -1.26967e-05 1.4403e-05 4.65351e-05 7.2396e-05 2.36777e-05 0.000578646 0.00020287 6.52699e-05 9.54046e-05 0.000124581 9.52511e-05 0.000148331 9.40934e-05 0.000138411 0.000197036 0.000130442 7.87459e-05 0.000135006 -0.000338113 0.000223237 0.000298048 0.000212796 0.000314932 8.9134e-05 0.000297777 -0.000552044 0.000703203 0.000683077
internal_weight=0 0.0427908 0.0417062 0.0406656 0.0389882 0.0378264 0.0345058 0.00332061 0.00224386 0.0325237 0.031511 0.0304979 0.0294612 0.0272284 0.0253694 0.0241132 0.022203 0.0202249 0.0190957 0.0176753 0.00277812 0.0148972 0.0135147 0.0120294 0.0103904 0.00644028 0.00529007 0.0022328 0.00285583 0.00395008
internal_count=3910 3729 3549 3293 2713 2513 2323 190 171 2137 1773 1683 1633 1370 1179 1147 1027 954 929 823 297 526 475 374 319 181 149 263 72 138
is_linear=0
shrinkage=0.00140032


Tree=1797
num_leaves=31
num_cat=0
split_feature=1213 1456 14 133 133 123 124 1 130 48 49 151 159 11 3 1 3 42 13 47 43 16 1375 16 1 43 13 16 0 48
split_gain=0.000586188 0.000616387 0.000490281 0.000433245 0.000498286 0.00047491 0.000580239 0.000416411 0.000656528 0.000398985 0.000311965 0.000871586 0.000303508 0.000305837 0.000409279 0.000301634 0.000299644 0.00133648 0.000287764 0.000329062 0.000286432 0.000278177 0.000312409 0.000364226 0.000284121 0.000257417 0.000249487 0.000243005 0.000224094 0.000160481
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.085714999999999986 1.0000000180025095e-35 -0.013479999999999999 0.12864500000000004 -0.0015749999999999998 0.12649500000000002 -0.085974999999999982 0.099410000000000012 0.10461500000000003 0.08776500000000001 -0.100615 0.087480000000000016 -0.078669999999999976 0.085330000000000003 -0.070604999999999987 0.09252500000000001 -0.17307499999999998 -0.094359999999999986 -0.089714999999999975 -0.19424999999999998 0.094695000000000015 -0.074254999999999988 -0.0038299999999999996 -0.082504999999999981 -1.0000000180025095e-35 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 15 6 -6 8 -8 10 11 29 13 14 20 -5 17 27 28 21 -12 22 -20 -24 -23 -9 -7 -16 -18 -10
right_child=1 2 -4 4 5 26 7 25 9 -11 12 -13 -14 -15 16 -17 18 -19 19 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00091583422959943704 -0.00095467103529652193 -0.00090628623432290859 -0.00092008513847479864 0.00030075107697799812 -0.00096593119871455095 0.0011535792141451041 -0.00099992552585353826 0.0012136847682111783 -0.0013011200521513176 -0.00086504729489669536 0.0013011081095910025 0.00079711901754974919 -0.00055389310765884849 -0.00060952218579600568 0.0010592531041086865 0.0013021115913038471 0.0008857941842801612 -0.0015771100605805612 -0.00067404404653386438 -0.00049100732943314755 0.00034363266705446995 0.0001649007406396268 -0.00031330266894466393 0.00098256918438886028 0.0010557837408788906 0.00025269937657608482 0.00014449613472360034 -3.0017111188424537e-05 3.9191588462945945e-05 -0.00045287238484260852
leaf_weight=0.0017555692988829577 0.0015694741960169531 0.001066954544862885 0.0012472490295605257 0.0017806779170434764 0.0014563348013885138 0.0014237433075979106 0.0015631739905754829 0.0011151840186487405 0.0012285267308757555 0.0011270036967996324 0.0014295730187288136 0.0010978358640585384 0.0013688234867813556 0.0010626839733705032 0.0010126618512943386 0.0012900744120116769 0.0026212938854719425 0.0012172435195775266 0.0012743447623773108 0.0017929532166771622 0.0017021660010698601 0.0019426856195285608 0.001120576389432415 0.0010399882514793299 0.0016433447090378195 0.0018319420697583402 0.0010652057177268489 0.0010247334369144984 0.0011054571746171868 0.001011234158607266
leaf_count=592 332 197 92 148 61 241 161 48 71 50 52 35 135 83 74 71 193 344 16 52 98 154 48 16 64 117 48 264 14 39
internal_value=0 1.46124e-05 5.29665e-05 8.45581e-05 0.000112863 5.8346e-05 6.40794e-06 5.30908e-05 -7.52151e-06 5.25526e-05 9.44271e-05 -0.000353942 0.000164492 0.000213684 0.000259904 0.000721439 0.000156646 -0.000269714 0.000267297 0.000111963 0.0007807 0.000265945 -5.47856e-05 0.000310466 0.000573159 0.000616333 0.000721718 0.000511391 0.000634668 -0.000918143
internal_weight=0 0.0412331 0.0396637 0.0384164 0.0373495 0.0342787 0.0317898 0.0303334 0.0273863 0.0258231 0.0246961 0.0033376 0.0213585 0.0199897 0.018927 0.00307075 0.0157953 0.00325464 0.0125406 0.00881389 0.00313174 0.00702094 0.00343491 0.00216056 0.00358603 0.00294713 0.00248895 0.0020374 0.00372675 0.00223976
internal_count=3910 3318 2986 2894 2697 2478 2189 2128 1963 1802 1752 145 1607 1472 1389 219 1239 682 557 350 150 298 80 64 218 165 289 338 207 110
is_linear=0
shrinkage=0.00157699


Tree=1798
num_leaves=21
num_cat=0
split_feature=147 11 4 403 484 484 15 13 0 0 0 2 133 15 4 0 49 48 49 15
split_gain=0.000104751 0.000149393 0.00012506 0.000150099 0.000159944 0.000147074 0.000140665 0.000122932 0.000155359 0.000235599 0.000185563 0.00018468 0.000133706 0.000193777 0.0002685 0.000196139 0.000166237 0.000191252 9.46256e-05 7.18596e-05
threshold=0.088565000000000019 0.088315000000000018 0.27608500000000008 -1.0000000180025095e-35 -0.0043499999999999988 0.087495000000000017 -0.45726999999999995 -0.51172499999999987 -0.017269999999999997 -0.053834999999999994 -0.070894999999999986 0.096750000000000017 -0.090054999999999982 -0.106555 -0.082054999999999975 -0.10071499999999999 -0.0057999999999999987 0.087770000000000015 -0.0036199999999999995 -0.079799999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -4 -6 9 10 12 -10 -9 -14 -15 16 17 -16 -17 -18
right_child=-2 -3 6 4 5 -7 -8 8 11 -11 -12 -13 13 14 15 18 19 -19 -20 -21
leaf_value=-0.0023349481782574239 0.0019541481367560229 -0.0023839634862237733 -7.5260023630480732e-05 -0.0023221591762288092 -0.0018499405864169215 -0.0021827340922310071 0.0030885509835116014 -0.0017266421014735349 0.0037406769614773076 -0.002469906536633492 0.0029037116309596897 0.00051340555447150959 0.002578431986047468 0.0023513538601056408 -0.0026549261926765216 -0.00061745442530607121 0.00040725537830044471 0.00069544956868517469 -0.0032090416266848621 0.0027590837736156714
leaf_weight=0.0011555619668519859 0.0010091918900080729 0.0010709936270084644 0.0011613349587902694 0.0011097483841590689 0.0010209768151128095 0.0010233707167237862 0.0010418721878204104 0.0013340304233721038 0.0010791006100241271 0.0012646187640237292 0.0010299166536404383 0.0019364397259300503 0.0013544010655006612 0.0015890896427930255 0.0011991780861731333 0.0010103826487450921 0.0010238629495606943 0.0014971017641087769 0.00120990990905859 0.0010071592961220475
leaf_count=903 168 139 164 499 24 240 161 307 76 129 129 109 83 96 67 124 28 53 374 37
internal_value=0 -0.000101601 4.45595e-06 -0.000145253 -1.67398e-05 0.000120962 0.00142087 0.000255247 0.000385234 9.90532e-05 0.000364149 0.00166827 0.000131141 0.000381704 3.31786e-05 -0.000497046 0.000222799 -0.00079464 -0.00202969 0.0015735
internal_weight=0 0.0241191 0.0230481 0.0208448 0.0196893 0.0185795 0.00220321 0.0175562 0.0165352 0.0135197 0.012255 0.00301554 0.0112251 0.00989109 0.00853668 0.00694759 0.0047273 0.00269628 0.00222029 0.00203102
internal_count=3910 3742 3603 3278 2375 1876 325 1636 1612 1427 1298 185 1169 862 779 683 185 120 498 65
is_linear=0
shrinkage=0.00625138


Tree=1799
num_leaves=31
num_cat=0
split_feature=14 1213 1456 38 124 52 40 40 3 48 50 1 133 130 43 43 12 13 16 52 13 150 49 4 4 1 2 4 0 16
split_gain=0.000485385 0.000446565 0.000446023 0.000372226 0.00058677 0.000339188 0.000315564 0.00043143 0.000417648 0.00045646 0.000365795 0.000469312 0.000372613 0.000842192 0.000375336 0.000971636 0.000397455 0.000301746 0.000345875 0.000354895 0.000254926 0.000254668 0.000426954 0.000229125 0.000443228 0.000209339 0.00018976 0.000424312 0.000287316 9.45092e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10386000000000002 -0.048219999999999992 -0.42985499999999993 -0.062739999999999976 -0.15190499999999998 0.16699000000000003 0.12649500000000002 0.10119500000000002 0.10752500000000002 -0.085714999999999986 -0.0015749999999999998 -0.15648499999999999 -0.089949999999999988 0.095295000000000019 -0.098524999999999988 -0.19424999999999998 0.0033900000000000002 -0.013465 0.087235000000000021 -0.0090499999999999973 0.05309500000000001 -0.0065549999999999992 0.09692000000000002 0.11260500000000001 0.26048500000000002 -0.10303999999999998 -0.0021449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 25 -6 7 -7 9 10 11 12 20 -14 29 -16 17 -17 -19 21 -8 22 -20 24 -24 -4 27 28 -13 -15
right_child=-2 2 3 -5 5 6 8 -9 -10 -11 -12 26 13 14 15 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082425238242346229 -0.00093283254933933322 -0.0008379416445270792 0.0003853621273559816 -0.0008016623597158853 -0.00072714983482398648 0.00018585403359956811 0.0010466492903102474 -0.0012135766133075127 0.0010623749166608952 -0.00071699680698445172 -0.00075587234596413233 0.0012891771793855909 -0.0012993383117657429 0.00034496374487708693 -0.0013726475821927444 0.00074004571226127269 -0.00067186434536653137 -0.00052974411193300178 0.0009731128174080508 0.00078240775427147725 4.1003595937236909e-05 -0.00039834512766820103 0.00035724866383373929 0.00040447033930337401 -0.0010407829343834774 0.0013184438618257654 0.00099713359679015558 -0.00041151760412595561 0.0002913601711784481 0.00099204690727074042
leaf_weight=0.0014424330613185812 0.0013149190570931326 0.0012980843911833398 0.0011103942492418631 0.0011009137300012064 0.0012642219244144983 0.0010243465388413142 0.001367459560258355 0.0010004577700940811 0.0010274159994125833 0.0015655964122505131 0.001042338549443785 0.0011125266668443601 0.0011068260241695596 0.0010343903680753996 0.0011262384982960736 0.0018587522544777331 0.0014120223253595863 0.0017894978526895493 0.001310948971521955 0.0018960321507059952 0.0010045870813819155 0.0021017840259105469 0.001009923070205412 0.0015565642116550649 0.0010762344611900043 0.001099322820313553 0.001583940478743856 0.0011214266842909382 0.0016408468158211056 0.0010399126307749631
leaf_count=578 126 312 58 52 285 53 155 83 128 72 252 16 131 49 159 35 167 81 35 207 102 109 148 23 80 213 101 39 36 25
internal_value=0 3.43303e-06 3.51152e-05 6.62628e-05 9.33434e-05 4.28196e-05 7.34204e-05 -0.000505606 0.000112783 7.88571e-05 0.000124678 0.000159777 5.54791e-05 -1.77146e-05 6.46994e-05 -1.81558e-05 9.07156e-05 0.000176176 7.85972e-05 0.000200211 0.000620748 4.37558e-05 0.000231334 -3.56186e-05 -0.000363986 0.000849565 0.000555116 0.000374428 0.000694538 0.000669367
internal_weight=0 0.0391254 0.037683 0.0363849 0.035284 0.0330743 0.0318101 0.0020248 0.0297853 0.0287578 0.0271923 0.0261499 0.0206912 0.0183191 0.0172123 0.015138 0.0140118 0.0125997 0.010741 0.00895149 0.00237205 0.00705545 0.00495367 0.00364272 0.00208616 0.00220972 0.00545874 0.0038748 0.00275337 0.0020743
internal_count=3910 3784 3206 2894 2842 2571 2286 136 2150 2022 1950 1698 1506 1249 1118 1044 885 718 683 602 257 395 286 251 228 271 192 91 52 74
is_linear=0
shrinkage=0.00151575


Tree=1800
num_leaves=19
num_cat=0
split_feature=150 41 2 158 0 48 48 13 133 13 42 3 133 0 3 42 12 51
split_gain=9.4267e-05 0.000136028 0.00018492 0.000162933 0.000210798 0.000367571 0.000173254 0.000196214 0.000175822 0.000189277 0.000159951 0.000188691 0.000168978 0.000184568 0.000151198 0.00013617 0.000129478 4.47578e-05
threshold=0.10871000000000001 0.078535000000000008 -0.0098549999999999974 0.085745000000000002 -0.18901999999999997 0.084500000000000006 0.086870000000000017 -0.094679999999999986 0.084285000000000013 -0.0038299999999999996 1.0000000180025095e-35 -0.084014999999999992 -0.085714999999999986 -0.10575999999999998 -0.075679999999999983 0.084685000000000024 0.051320000000000005 0.089355000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 14 10 -10 12 -12 -9 -14 -6 -8 -15 -2
right_child=17 -3 3 -5 6 -7 15 8 9 -11 11 -13 13 16 -16 -17 -18 -19
leaf_value=0.0018887663639225968 0.0020804726739232717 -0.0020341719189094663 0.001095370936556395 -0.0023764449255360043 0.0027440943225869028 -0.0032180469789235095 0.00047123175356006549 0.0014143683894186632 -0.0038265101335475974 -0.00022245315880285837 0.0029640757585031379 -0.0001966047837551302 0.00037182068526861537 -0.0010924314281928929 0.00013364287095746314 0.0030158387489231 -0.0037690285871001018 0.00032848593281822088
leaf_weight=0.0016337767064284704 0.0010082975355175513 0.0012257823828358818 0.0011323679733603554 0.001099834952182909 0.0012961709835210833 0.0017374884056202688 0.0018382712182909841 0.0010502560457629631 0.0010173679266544944 0.0010053745599810935 0.0010903103462722719 0.0016433902347916564 0.0015570290480084285 0.0015228756593915925 0.0018965396794791084 0.0012102323892100031 0.0010662994063452974 0.0010157647172857054
leaf_count=205 175 184 70 347 103 80 256 253 657 164 55 431 77 128 100 163 428 34
internal_value=0 -0.000124743 -1.7367e-05 -0.000171812 -4.46226e-05 -0.00151609 0.000216145 -7.72763e-05 -0.000484896 -0.00203517 -8.94687e-05 0.001064 -0.000696275 -0.00123091 0.00119343 0.00148142 -0.00219473 0.00120125
internal_weight=0 0.0230234 0.0217976 0.0201638 0.019064 0.00286986 0.0161941 0.0131456 0.0099529 0.00202274 0.00793016 0.0027337 0.00519646 0.0041462 0.00319271 0.0030485 0.00258918 0.00202406
internal_count=3910 3701 3517 3312 2965 150 2815 2396 2193 821 1372 486 886 633 203 419 556 209
is_linear=0
shrinkage=0.00589082


Tree=1801
num_leaves=31
num_cat=0
split_feature=1429 4 480 133 133 401 46 3 1456 457 457 131 4 15 2 2 42 49 133 48 4 12 2 52 43 151 1 2 49 4
split_gain=0.000725889 0.000614629 0.00083701 0.000474748 0.000497249 0.000834568 0.000478116 0.000480079 0.000357867 0.000459829 0.000501146 0.000431045 0.000338204 0.000523393 0.000573057 0.000527085 0.000428625 0.0008798 0.000407569 0.000399091 0.000615721 0.000458715 0.00052435 0.000559476 0.000306587 0.000318696 0.000289805 0.000281484 0.000268042 0.000237072
threshold=-1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -0.17468499999999998 0.087020000000000014 0.081930000000000017 0.30601500000000009 -1.0000000180025095e-35 -0.15747999999999998 -0.067474999999999993 0.10370500000000001 -0.08422499999999998 0.079360000000000014 0.095195000000000016 0.106285 0.088115000000000013 -0.086904999999999996 0.091545000000000015 0.087945000000000009 0.0066400000000000009 -0.023959999999999995 -1.0000000180025095e-35 0.086950000000000013 0.0041500000000000009 -0.083919999999999981 0.092550000000000007 0.088485000000000022 -0.045004999999999996 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 -10 -11 12 13 14 -12 29 17 -14 27 21 -21 -19 26 24 25 -24 -23 -18 -22 -16
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 11 -13 16 -15 15 -17 18 19 -20 20 28 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012571792081848053 -0.00093969069814673755 0.0010616162248498827 -0.0012790991803431771 0.0009829883069434101 -0.00073284651297336745 -0.0013446835186486702 -0.00080056539779116127 0.0011212666564958745 0.0010452918617521421 -0.00079046805061896465 0.00065274624795372879 -0.00082330161221762167 -0.00087691750928291538 -0.0009933675536956542 -0.0012944335950773773 0.00038352357857278233 0.00042882383998703972 -0.00057973823047647796 -0.00020718757734334913 -0.0012244341632706873 0.00076243606376249346 0.00035707617737923392 0.00010343414690607911 -0.00014033116543060584 -3.9197086641657049e-05 0.0010084184869593167 -0.00065008300289696216 0.0012089242192670564 -0.00027070114171443889 -0.00033045484546479663
leaf_weight=0.0010985051671563986 0.0012014016258055085 0.0013020785758682809 0.0012198610213020036 0.00131165286225876 0.0013274530809188603 0.0010500529308908315 0.0015169264053440648 0.0010383913619463328 0.00115280174819432 0.0016072889140988358 0.0022950233531817575 0.0011852611964642814 0.0019650769209889054 0.0014521139458157917 0.0011012984097042988 0.0015776465392107752 0.0022904262045444481 0.0012148817093259592 0.0012097716420777782 0.0010802050003818056 0.0010597008404147346 0.0012664289792070236 0.0010988372311304707 0.0020856938292167513 0.0010131677784972482 0.0060587617844848549 0.0014821509939525468 0.002137369772433978 0.001384520304967829 0.0013664738598748727
leaf_count=181 223 180 230 38 310 253 45 97 34 178 83 194 80 276 25 56 152 102 287 87 11 38 109 124 40 257 23 136 30 31
internal_value=0 1.4194e-05 -1.5616e-05 1.89954e-05 4.55771e-05 1.63143e-05 5.11983e-05 8.39496e-05 5.59081e-05 8.41416e-05 5.33052e-05 9.28156e-05 0.000125581 -0.000156106 3.56469e-05 -0.000314442 0.000212182 0.000104656 0.000588101 0.000213359 -0.000252375 0.000328792 0.000413664 0.000574372 0.000756809 0.000869485 -0.000186027 0.000805391 0.000177219 -0.000760652
internal_weight=0 0.0470527 0.0457506 0.0445308 0.0433294 0.0420177 0.0409677 0.0394507 0.0384124 0.0370849 0.0359321 0.0343248 0.0331395 0.00779256 0.00634044 0.00404542 0.025347 0.0197094 0.00563757 0.0177443 0.00352443 0.0142199 0.013005 0.0102565 0.00817077 0.0071576 0.00274858 0.0044278 0.00244422 0.00246777
internal_count=3910 3729 3549 3319 3096 3058 2805 2760 2663 2353 2319 2141 1947 471 195 112 1476 901 575 821 128 693 591 530 406 366 61 288 41 56
is_linear=0
shrinkage=0.00154607


Tree=1802
num_leaves=18
num_cat=0
split_feature=401 11 3 124 13 4 151 457 49 151 16 12 15 4 0 1 43
split_gain=9.21094e-05 9.53953e-05 0.000104844 0.00010831 0.000128043 0.000236746 0.000131462 0.000129899 0.0002474 0.000205456 0.000143265 0.000198752 0.000263052 0.000179109 0.000130057 0.000116116 0.000116178
threshold=0.083100000000000021 0.081005000000000008 -0.14218999999999996 -0.048219999999999992 -0.097529999999999992 -0.23071499999999998 -0.083559999999999982 0.085130000000000025 -0.031434999999999998 0.056555000000000001 -0.089559999999999987 1.0000000180025095e-35 -0.033649999999999992 -0.082054999999999975 -0.11756999999999999 0.083370000000000014 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 15 -6 -7 8 -8 -9 14 12 -12 -13 -10 16 -5
right_child=-2 -3 3 4 5 6 7 9 10 -11 11 13 -14 -15 -16 -17 -18
leaf_value=0.0013929355257752873 -0.0015031689265305418 -0.0011126851302742193 0.0012308811848017859 -0.00093304579613692903 -0.002218357329183413 -0.00139869332926959 -0.00188972988622638 0.0028451405506064232 -9.8265361098724783e-05 -0.00024200083763370505 -0.00059391174252627953 0.00038680286336126345 0.0023423530940711963 -0.0022886147990875006 0.0021169472078720582 0.0021637726173402839 0.0012580004048899829
leaf_weight=0.0015566351286862143 0.0010083705784412608 0.0016662247993768356 0.0017674204067433209 0.0011964131973032322 0.0014268005939858082 0.0016589984865033195 0.0016859303838915067 0.001035724991035992 0.0011732443888790023 0.0011500381976246032 0.0018652513736977516 0.0010384371103511194 0.0013149852307110582 0.0016182310544775981 0.0015618166289952167 0.0010840472258337452 0.0012518131979114555
leaf_count=134 354 221 294 48 130 297 158 45 66 28 89 358 54 1027 392 150 65
internal_value=0 4.7911e-05 0.000134297 4.02344e-05 -7.01634e-05 -0.000266689 -6.92343e-05 0.00010801 -0.000129113 0.00122084 0.000217164 -0.00022777 0.000620194 -0.00124285 0.0011667 0.000793853 0.000187267
internal_weight=0 0.024052 0.0223858 0.0208292 0.0190617 0.0155295 0.0141027 0.0124437 0.0102579 0.00218576 0.00857197 0.0058369 0.00318024 0.00265667 0.00273506 0.00353227 0.00244823
internal_count=3910 3556 3335 3201 2907 2644 2514 2217 2144 73 1986 1528 143 1385 458 263 113
is_linear=0
shrinkage=0.00502775


Tree=1803
num_leaves=20
num_cat=0
split_feature=457 484 50 15 15 0 16 48 51 4 15 16 4 47 4 13 403 3 0
split_gain=9.96692e-05 0.000156786 0.000120105 0.000148412 0.000136958 0.000141919 0.000251537 0.000229559 0.000207594 0.000184619 0.000115173 0.000179607 0.000194919 0.000286806 0.000234982 0.000170095 0.00023703 0.000100002 6.59916e-05
threshold=-0.095479999999999982 -0.0043499999999999988 0.10030500000000002 -0.24219999999999997 -0.11739999999999999 -0.10575999999999998 -0.27337499999999998 0.092755000000000018 0.08955500000000001 -0.015104999999999999 0.088615000000000013 -0.091214999999999977 -0.030814999999999995 0.09550500000000002 -0.49837999999999999 -0.083924999999999986 0.03138500000000001 0.086245000000000016 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 10 9 -8 11 -7 14 18 -13 -16 -17 -11 -14
right_child=1 2 -4 4 5 7 8 -9 -10 17 -12 12 13 -15 15 16 -18 -19 -20
leaf_value=0.0016995260022627391 -0.0018921579229451123 0.0016408264914966476 0.001660472078635942 -0.0016491423016269336 -0.0018277070733656814 -0.00254381095645241 -0.0001637902513431331 0.002012928871780183 -0.00095801690826616108 0.0038491037360136159 -0.0020002382434202233 -0.0013449418694587772 -0.0034009957001909967 0.00084707447156881889 0.0032670958714596642 -0.00099582279265544469 0.0025092378882370361 0.0016553126446808054 -0.001463383701287891
leaf_weight=0.0010032357898523961 0.001395136532607001 0.0014464999916566973 0.0013043518409089341 0.001826684820242226 0.0010162928030150731 0.001066173269593085 0.0010060404559610048 0.00111258615188528 0.0010436592328747496 0.0011601421502080928 0.0016190157775227707 0.0013611710785306737 0.0010152836439585866 0.0014091985879565172 0.0010306435165273716 0.0013293361550885978 0.0010755117594286601 0.0014288689793602316 0.0011610062700416956
leaf_count=89 592 270 289 228 128 208 77 115 53 69 564 120 93 48 98 429 76 35 329
internal_value=0 -8.66192e-05 2.57724e-05 -7.5242e-05 -0.000201493 -5.32219e-05 0.000673496 -0.000390629 0.00122148 0.0018542 -0.000632256 -0.000397845 -0.000124888 -0.00110397 0.000606973 0.00138034 0.000571733 0.00263836 -0.00236732
internal_weight=0 0.0238076 0.0224125 0.0211081 0.0196616 0.0178349 0.005655 0.0121799 0.00463871 0.00359505 0.0110673 0.00944832 0.00838215 0.00358549 0.00479666 0.00343549 0.00240485 0.00258901 0.00217629
internal_count=3910 3821 3229 2940 2670 2442 362 2080 234 181 1965 1401 1193 470 723 603 505 104 422
is_linear=0
shrinkage=0.00555105


Tree=1804
num_leaves=19
num_cat=0
split_feature=1 2 4 4 3 15 48 1 51 151 0 13 16 0 3 4 0 403
split_gain=9.72897e-05 0.000193709 0.000148195 0.000156667 0.000189523 0.000202428 0.000154926 0.000150633 0.000117525 0.000138444 0.000114048 0.000121447 0.000127896 0.000226671 0.000176006 0.000149776 0.000333484 0.000115263
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.034289999999999994 0.053925000000000008 -0.073984999999999981 -0.13823999999999997 0.087500000000000008 0.13213500000000003 0.089355000000000004 0.054740000000000004 0.18055000000000002 0.025140000000000006 0.25185000000000007 -0.077944999999999987 0.084925000000000014 0.018480000000000003 -0.089879999999999974 0.063725000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 6 -5 -6 -4 -7 9 10 11 12 13 14 15 16 -1 -18
right_child=1 2 3 4 5 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.0046165115332104916 0.0024906750755138134 -0.0015570152763791656 0.0034634265057680901 0.0015859361120514109 0.00065484837550034997 -0.0037077417976436934 0.00029504405830661014 -0.00048952023886703598 -0.0022423431757349443 0.0017386558313249899 0.001498654037986113 -0.0022261296515952221 -0.0023059624428394434 0.0017974913014218974 0.0011242884065544429 0.00016786555784965515 -0.0018665793973387868 0.00089566218803515481
leaf_weight=0.0010505031108475624 0.0013597384266692556 0.0015425443749566012 0.0010152258560063845 0.0016343046434056938 0.0017414247706392426 0.0010016518969291326 0.001133487262974936 0.0010172905397165533 0.0010368303334758787 0.0011843784057004045 0.0010305388441516081 0.0013204862553315442 0.0010052994072411179 0.0017609597273984768 0.0016058235709621727 0.0019586656086696547 0.0011013171570449093 0.001000428456133573
leaf_count=268 211 302 126 143 188 88 98 39 272 76 27 295 224 323 57 214 845 114
internal_value=0 0.000417006 0.000106675 0.000446883 -8.88986e-05 -0.000816804 0.00179204 -0.00208617 -0.000333601 -0.000181582 -0.000373764 -0.000552373 -0.000319306 -8.37254e-05 -0.000576933 -0.00111145 -0.00190636 -0.000551756
internal_weight=0 0.0104457 0.00908593 0.00754338 0.00539467 0.00376037 0.00214871 0.00201894 0.0140552 0.0130184 0.011834 0.0108035 0.009483 0.0084777 0.00671674 0.00511091 0.00315225 0.00210175
internal_count=3910 1195 984 682 458 315 224 127 2715 2443 2367 2340 2045 1821 1498 1441 1227 959
is_linear=0
shrinkage=0.00589082


Tree=1805
num_leaves=31
num_cat=0
split_feature=1213 1429 4 480 38 3 1456 133 124 133 160 50 484 150 12 52 1 12 3 52 150 4 48 52 0 403 4 16 43 1
split_gain=0.000560411 0.000582039 0.000571221 0.000624029 0.000525866 0.00071052 0.00041856 0.000446985 0.000390439 0.000404839 0.000403046 0.000385421 0.000366401 0.000590482 0.00036762 0.00035895 0.000384343 0.000556991 0.000513589 0.00062857 0.00036977 0.000399607 0.000483121 0.000357253 0.000340992 0.000326337 0.000642449 0.000362323 0.000346643 0.000321388
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 0.12641000000000005 0.30601500000000009 -1.0000000180025095e-35 -0.26719999999999994 -0.061329999999999989 -0.13901999999999998 -0.10117499999999999 0.10030500000000002 0.084225000000000008 -1.0000000180025095e-35 -0.023959999999999995 0.11401500000000002 0.13026000000000001 0.11655500000000001 0.097615000000000021 -0.080899999999999986 0.087235000000000021 0.15927500000000003 0.08346000000000002 -0.031409999999999993 -0.088709999999999983 0.088015000000000024 -0.083329999999999987 -0.057604999999999996 -0.084059999999999982 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 24 -10 -11 12 13 -12 -15 16 17 18 20 -20 21 22 23 -16 -9 26 28 -28 -25 -29
right_child=1 2 -4 -5 -6 -7 7 8 9 10 11 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.00095413560836003298 -0.0011541808421025148 -0.00083988225192310328 0.00091761316197406563 -0.0011657086001280188 -0.0010943848801520926 0.0010146394192439105 -0.00096910429399891694 -3.2580556574062503e-05 0.00078171337230417139 -0.00071488938160287107 -0.0011268385028547689 0.00075335198448258224 0.00053432530413727959 -0.000901212974584173 -0.00093748072753578745 -0.00070367177218792353 0.00068011898106704017 -0.00096170258750715007 -0.00034554234165262888 0.00090385138033666462 -0.00059952338143204494 0.00054317603648676416 0.00061376917517378532 5.2978461725589491e-06 0.0010683161449818812 -0.00072403295523846775 -0.00092106127383590158 0.00053189144813465617 0.00094607229889727223 -0.00056624183270882603
leaf_weight=0.0017183771909449188 0.0010770094402376132 0.0014965083090667788 0.0010313691175531372 0.0011256287790798519 0.0010312772244986937 0.0011262124726446046 0.0010829487556036623 0.0011106691312622874 0.0010000631912050464 0.0021054324052219289 0.0011644114841411471 0.0010483155460077045 0.0016190262687825188 0.0010902692932661653 0.0012675139196134362 0.0016285223737648727 0.0014281235058000155 0.001290571157361641 0.0012040149661700639 0.0022940763373711084 0.0026216173282362911 0.0020575028037672647 0.0014837465430641026 0.0015710478531776317 0.0010962331082600757 0.0015225548547803669 0.0015370703929199611 0.0010295893954959442 0.0015025086781727945 0.0010613083746520147
leaf_count=592 181 294 179 221 21 108 195 87 78 239 74 119 162 79 196 67 59 41 38 54 97 51 98 71 114 41 219 42 79 14
internal_value=0 -0.000138139 -0.000111205 -0.000138002 -0.000107932 -8.07605e-05 -0.000114733 -8.35643e-05 -5.51363e-05 -9.49944e-05 -0.000123715 -7.9922e-05 -0.000111834 -0.000152454 -0.000106314 -6.94346e-05 -2.22096e-05 -7.12731e-05 -1.12726e-05 0.00047382 -0.00011967 -2.31449e-05 -0.000129311 -0.000245471 0.000514267 -0.000138817 -5.85813e-06 -0.000404927 0.000465196 -2.55045e-05
internal_weight=0 0.0417051 0.0406281 0.0395968 0.0384711 0.0374399 0.0363136 0.0348171 0.0337342 0.0315273 0.0305272 0.0284218 0.0273735 0.0257544 0.02459 0.0234998 0.0218712 0.0204431 0.0191526 0.00349809 0.0156545 0.0130328 0.0109753 0.00949159 0.0022069 0.00822408 0.00670152 0.00362797 0.00307356 0.0020909
internal_count=3910 3318 3137 2958 2737 2716 2608 2314 2119 1918 1840 1601 1482 1320 1246 1167 1100 1041 1000 92 908 811 760 662 201 466 425 275 150 56
is_linear=0
shrinkage=0.00140032


Tree=1806
num_leaves=21
num_cat=0
split_feature=403 403 160 12 133 150 4 13 52 12 4 15 13 43 1 16 16 2 0 13
split_gain=9.67744e-05 9.28289e-05 0.000119431 0.000299708 0.000249683 0.000173775 0.000209196 0.000204237 0.000191766 0.000168722 0.000167899 0.000241519 0.000146011 0.000181307 9.79433e-05 0.00020967 0.00011618 8.73391e-05 5.32982e-05 3.4137e-05
threshold=0.10150000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.090054999999999982 -1.0000000180025095e-35 0.25367000000000006 -0.49820499999999995 0.06136500000000001 0.089995000000000006 -0.060264999999999992 -0.11739999999999999 0.17936000000000002 -0.088289999999999993 0.095575000000000007 -0.09601999999999998 0.054425000000000008 0.10113500000000002 -0.10209999999999998 -0.014729999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -4 -6 7 -7 12 -8 -3 -12 13 -9 15 -15 -16 19 -17 -10
right_child=-2 2 4 -5 5 6 9 8 17 -11 11 -13 -14 14 16 18 -18 -19 -20 -21
leaf_value=-0.0015136762585630983 -0.0017813120036859519 -0.0015886245087998383 -0.0022963601237775272 -0.0029900296424000498 -0.0017991658143620176 -0.0020581554389542652 0.0038723402109768039 0.0027681209212335116 0.0016871559420906933 0.00065428311438150478 -0.00094879216459848204 0.0028388520382318103 -0.0018788455639737098 0.0014129078290196872 0.0025440566612938346 -0.0023338627980148807 -0.00021706209641178271 0.00054596385678758826 -0.00064396439894393693 0.0031075937348063543
leaf_weight=0.0012438029668500042 0.0010432444809961852 0.0011645559134163541 0.0011379317595560092 0.0013870725853267485 0.0010164160420462745 0.0010543648360510334 0.0012073948515470148 0.0010054030463146901 0.0011027923376429882 0.0010632427155032875 0.0010571760955249143 0.0013057956332715994 0.0010750770935869514 0.0013347632485979487 0.0010017700426471765 0.0012531628631413643 0.0011201260139591662 0.0013091243613696513 0.0013403832326062473 0.0012556195974758331
leaf_count=930 265 100 238 732 108 25 213 120 81 59 120 78 80 53 101 42 173 65 271 56
internal_value=0 5.23524e-05 0.000140123 -0.000670148 0.000370605 0.00055864 0.000717106 0.000425895 0.000647886 0.00236546 0.000242061 0.00114429 0.000143484 0.000451631 6.66839e-05 -0.000484171 0.00108649 0.00176611 -0.0014605 0.0024434
internal_weight=0 0.023436 0.0221922 0.0049146 0.0172776 0.0161396 0.0151232 0.0128526 0.0117982 0.00227064 0.00352753 0.00236297 0.00813069 0.00705561 0.00605021 0.00392831 0.0021219 0.00366754 0.00259355 0.00235841
internal_count=3910 3645 2715 1030 1685 1447 1339 1067 1042 272 298 198 840 760 640 366 274 202 313 137
is_linear=0
shrinkage=0.00589082


Tree=1807
num_leaves=18
num_cat=0
split_feature=128 1 2 4 4 3 4 48 3 3 15 42 43 3 12 48 1
split_gain=9.55351e-05 0.000103573 0.000200311 0.000108264 0.000170774 0.000139203 0.000150333 0.000113305 0.000108089 0.000189644 0.000141567 0.000161098 0.000219757 0.000206727 0.000118548 0.000108264 4.73492e-05
threshold=0.081870000000000012 0.094385000000000011 -1.0000000180025095e-35 -0.034289999999999994 0.053925000000000008 -0.073984999999999981 0.24280000000000004 0.091005000000000016 -0.100615 -0.084129999999999996 0.090325000000000003 0.085330000000000003 -0.069494999999999987 0.084925000000000014 0.091475000000000015 0.084500000000000006 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 7 -6 -7 -5 14 -10 11 12 -11 -14 -1 -15 -8
right_child=-2 2 3 4 5 6 16 -9 9 10 -12 -13 13 15 -16 -17 -18
leaf_value=-0.00015342176988197151 -0.0018122661688912511 0.0028896791180403779 -0.0013102835171802316 0.0035451018861700984 0.0016576550421792057 -0.0023095820645435425 -0.00059837406689662012 0.00058333985730933224 -0.0029450268386593021 0.0023485162230341677 0.0016842289166971085 -0.0024079467669340087 -0.0024011936675243876 0.0012856137819279596 0.0024753677514721155 -0.00090153551996921956 0.0012493461913985389
leaf_weight=0.001925352950510161 0.0011142478075687563 0.0012504740777715623 0.0015064428990559106 0.0010126944929346174 0.0013033252151667405 0.0014192073472543134 0.0011056511800919822 0.0010064356322193047 0.0011869475655417591 0.0011265242694944791 0.0012297928639489484 0.0015443312001140082 0.0018197357951058625 0.0017683740880443111 0.0010285315628638658 0.0017694648403683289 0.0010631449978734456
leaf_count=167 288 209 280 121 125 60 68 80 677 139 390 605 264 82 129 58 168
internal_value=0 6.19108e-05 0.000555076 0.000208231 0.000539259 -9.21363e-05 -0.00072774 0.00206881 -0.000293907 -0.000592491 -0.000290885 -0.000593433 -0.000161266 -0.000688992 0.000761913 0.000191702 0.000307379
internal_weight=0 0.0230664 0.00966738 0.0084169 0.00691046 0.00489133 0.003588 0.00201913 0.0133991 0.0104452 0.00925822 0.00802843 0.0064841 0.00535757 0.00295388 0.00353784 0.0021688
internal_count=3910 3622 1111 902 622 421 296 201 2511 2215 1538 1148 543 404 296 140 236
is_linear=0
shrinkage=0.00625138


Tree=1808
num_leaves=20
num_cat=0
split_feature=1 13 47 0 43 52 13 1 3 15 49 3 12 4 4 2 2 13 160
split_gain=9.00436e-05 0.00016352 0.0001642 0.000148955 0.000140594 0.000151091 0.00020748 0.000177958 0.000295539 0.000156499 0.000133502 0.000208271 0.000239737 0.000242978 0.000403709 0.000266718 0.000104467 3.27079e-05 1.82075e-05
threshold=0.12730000000000002 0.17936000000000002 0.10887000000000001 -0.071924999999999989 -0.15648499999999999 0.11588000000000002 -0.082249999999999976 0.10373000000000002 0.12046500000000002 -0.10312999999999999 -0.085974999999999982 0.090325000000000003 0.089995000000000006 0.05309500000000001 -0.0025899999999999994 0.087995000000000004 0.10796500000000002 -1.0000000180025095e-35 0.0034400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 7 -7 9 16 -6 -11 12 13 14 15 17 -9 -12 -13
right_child=3 -3 -4 -5 5 6 -8 8 -10 10 11 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0023259638032535842 0.0028413159227565245 -0.0021310526315077923 -0.002495977414055633 -0.00021799544111231816 -0.0023195577793610972 -0.0034701151379661287 0.00037378873813339849 0.004199059663178027 -0.0011218260485315388 -0.0019448109977476301 -0.0015331749754041379 0.002790834187949258 -0.0027927102219300706 0.0027976602613112348 -0.0039384650326356446 0.0030240794911756703 0.0013806662741160584 0.00010700284967658398 0.0015921651607735501
leaf_weight=0.0011678778170263185 0.0011715379377187432 0.0016529233556959585 0.0010552771183978118 0.0015827504353246027 0.0012524001732814012 0.0011762000279166573 0.0012000205267754657 0.0012267244190977975 0.0011603238576058938 0.001178123356326278 0.0010490669966716198 0.0010001141583533268 0.0012130559076182802 0.0013542980194912457 0.0010200771173609815 0.0013113186214586681 0.0010179857424656991 0.0010089467340209657 0.0011552532796983428
leaf_count=105 152 178 163 193 214 183 307 166 62 99 668 74 660 86 145 224 131 73 27
internal_value=0 -0.00016675 -6.46026e-07 0.00108328 0.000141756 -5.49077e-06 -0.0015289 0.000236684 0.00154328 -0.000148755 0.000115447 0.000381822 -0.000165493 0.000389368 -0.000353681 0.000731625 0.00292091 -0.000729073 0.00214836
internal_weight=0 0.0212 0.0195471 0.00275429 0.0184918 0.0173239 0.00237622 0.0149477 0.00340503 0.0115427 0.0102903 0.00911213 0.00695676 0.00574371 0.00438941 0.00336933 0.00224471 0.00205801 0.00215537
internal_count=3910 3565 3387 345 3224 3119 490 2629 359 2270 2056 1957 1856 1196 1110 965 297 741 101
is_linear=0
shrinkage=0.00650394


Tree=1809
num_leaves=18
num_cat=0
split_feature=41 2 12 3 4 156 3 133 3 2 15 457 16 51 1 0 0
split_gain=9.34776e-05 0.000127786 0.000112482 9.9691e-05 0.000110097 0.000103909 0.000128195 0.00020917 0.000170882 0.000216491 0.000314001 0.000367209 0.00018529 0.000191974 0.000271458 0.000134928 9.95154e-05
threshold=0.078535000000000008 -0.0098549999999999974 0.11655500000000001 -0.100615 -0.41745999999999994 0.091280000000000014 -0.078884999999999997 0.083815000000000014 -0.074234999999999982 0.091025000000000009 -0.038029999999999987 0.082870000000000013 -0.17157499999999998 0.12190000000000002 0.097070000000000004 -0.18901999999999997 -0.066084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -8 10 11 -10 15 14 -14 -11 -6
right_child=-2 2 -4 5 16 -7 8 -9 9 12 -12 -13 13 -15 -16 -17 -18
leaf_value=0.001753322311405701 -0.001593460196144077 -0.0005010045287645006 -0.0020031681700942126 -0.0026241980164399418 0.00053377675004278159 -0.0020133515031475631 0.002151580468446661 0.00047361499778304989 -0.0042184342412148242 -0.0022974205835919886 0.00097465904861667981 0.00030948573398213735 0.00087251313062824422 -0.00058262639546546239 0.0046135622989341638 0.00057403822589675987 0.0031785021244989109
leaf_weight=0.0015200151813364758 0.001287709453710483 0.0011068223890676743 0.0010140569978548319 0.0016001013769248841 0.0010323632563511986 0.0010015957302728353 0.0015094262886005969 0.0015484918550754938 0.0015528877435908583 0.0010282727092969512 0.0016971369872784692 0.0011080592211270002 0.0018994554944290467 0.0012096211658498175 0.0011091996611313978 0.0013887263604617376 0.0010223479507159806
leaf_count=220 195 112 170 864 177 241 289 632 109 86 138 37 215 80 148 124 73
internal_value=0 7.14284e-05 -5.13119e-05 4.85792e-05 0.00102674 -0.000137122 -1.70545e-05 -0.00110068 0.000255836 -4.45586e-06 -0.00104488 -0.00233294 0.000678903 0.00143895 0.00225172 -0.000647577 0.00184969
internal_weight=0 0.0223486 0.0208286 0.0198145 0.00316153 0.016653 0.0156514 0.00314859 0.0125028 0.0109934 0.00435808 0.00266095 0.00663528 0.00421828 0.00300866 0.002417 0.00205471
internal_count=3910 3715 3495 3325 362 2963 2722 1496 1226 937 284 146 653 443 363 210 250
is_linear=0
shrinkage=0.00600863


Tree=1810
num_leaves=16
num_cat=0
split_feature=150 151 484 15 1 2 151 13 43 16 2 12 2 3 16
split_gain=8.33135e-05 0.000201073 0.000170221 0.000153535 0.000151431 0.00018189 0.000119282 0.000126698 0.000181864 0.00024364 0.000262662 0.000251197 0.000149607 0.000148535 9.99942e-05
threshold=0.083205000000000015 0.056555000000000001 -0.0043499999999999988 -0.091024999999999981 0.13562500000000002 0.12663500000000003 -0.03268999999999999 0.17936000000000002 -0.074254999999999988 0.22945500000000005 0.099015000000000006 0.089995000000000006 0.087995000000000004 -0.080884999999999985 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -4 8 13 10 11 12 14 -8 -10
right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0023216515283322066 0.0029393523561292343 -0.0011965621286238628 -0.0017390734733972069 0.00029599033287397664 0.0018443472602710617 -0.0022854169281097789 0.00032089014470982837 -0.0014597082352521544 -0.0015131888241089154 -0.0025457793827806394 0.0021605810885022333 -0.0030260112003739938 0.0018261928034981243 0.0026882130525116531 0.00063194271201464107
leaf_weight=0.0012129098157662574 0.0014462512509283432 0.0013318458652390452 0.0012722757023981854 0.0016128515004359403 0.0013651418167880706 0.0013305961970003907 0.0019488808048353373 0.0015174360116097805 0.00160849654291837 0.001235707559369581 0.0019099036644439488 0.0010123707202844695 0.0013911987425326844 0.0017417088656351111 0.0014196088887862357
leaf_count=580 87 106 184 311 195 144 388 132 431 212 210 438 119 248 125
internal_value=0 0.000713922 -0.000186557 0.00154569 -4.06875e-05 -0.000197712 -1.3227e-05 0.000146055 0.000344675 -0.000125801 0.000281521 -0.000379201 0.000227128 0.00143811 -0.000507528
internal_weight=0 0.00439095 0.0189662 0.0030591 0.0177533 0.0163882 0.0150576 0.0137853 0.0122679 0.00857729 0.00734158 0.00543167 0.0044193 0.00369059 0.00302811
internal_count=3910 504 3406 398 2826 2631 2487 2303 2171 1535 1323 1113 675 636 556
is_linear=0
shrinkage=0.00589082


Tree=1811
num_leaves=31
num_cat=0
split_feature=14 1429 1213 4 483 484 38 124 376 3 150 160 0 1374 457 133 160 129 42 43 16 3 15 52 4 0 0 16 0 3
split_gain=0.00063563 0.000653841 0.000475299 0.000461021 0.000416124 0.000328235 0.000362366 0.000473568 0.000292688 0.000461696 0.000412582 0.000311658 0.000478599 0.000300519 0.000460851 0.000473836 0.000458667 0.00045626 0.000408707 0.000372245 0.000492326 0.000391522 0.000323853 0.000356845 0.000376384 0.000591425 0.00052683 0.000303506 0.000504457 0.000130124
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.091685000000000016 0.085815000000000016 1.0000000180025095e-35 -0.048219999999999992 0.11605500000000001 0.16699000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.045139999999999993 -0.094679999999999986 0.094310000000000019 0.093845000000000026 0.10150000000000002 0.089165000000000008 1.0000000180025095e-35 -0.072649999999999978 0.15737500000000001 -0.080884999999999985 -0.10312999999999999 0.086950000000000013 -0.077679999999999985 -0.10071499999999999 -0.10209999999999998 -0.0049699999999999996 -0.10303999999999998 -0.0045049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 10 -9 12 -12 -13 15 16 17 19 -17 21 22 27 -21 24 -24 26 -26 28 -15 -7
right_child=-2 2 3 -5 -6 29 -8 8 -10 -11 11 13 -14 14 -16 18 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010725779128411294 -0.00095429117750593195 -0.00073115812334308356 0.00075408171823525911 0.0009202748172066434 -0.00075152965537240339 0.00024780484769277677 -0.00070916552774708799 -0.00069220455029276532 -0.00070880581555385575 0.00076331599239493238 -0.0010659131032675581 -0.00043043803141253468 0.00022138692128530356 0.0006085433650256665 0.00095810863993644763 7.6577613017744458e-05 -0.0007359813785880147 -0.00060445343046265881 -0.001129777842781348 -0.00035766012841724915 -0.00074719430844953855 0.00099807578255922224 0.00098658765316554978 -0.00036414405530970761 0.00011032231179138497 -0.00067322348162869106 0.0013396786845448494 0.00075851782348659044 -0.00074053140503782099 0.00094324963176040653
leaf_weight=0.0010740466658738504 0.0014004406180642128 0.0015266327390010262 0.0018223460017468126 0.0011989223803851373 0.0012643487628165992 0.0010373443851206532 0.0012449216858737558 0.0015829047550137689 0.0010460034070538518 0.0016552849878748157 0.0011859971209034204 0.0019768206769299459 0.0010838979760358072 0.0010893195935750555 0.0012706880372874698 0.0011054424396427223 0.0010472994936703275 0.0012251884505010127 0.0010973890922966745 0.0015222907311882436 0.0011490538962818366 0.0023803034833104137 0.0019992157889843062 0.0011393347673966936 0.0018654338701438178 0.0010272894158381242 0.0010788799190706152 0.0014741463984195846 0.0010847207526616387 0.0010735818025500157
leaf_count=180 126 578 176 209 232 171 70 91 15 89 434 24 44 15 45 142 143 73 211 78 106 77 110 121 56 99 9 76 70 40
internal_value=0 5.35065e-06 3.48436e-05 6.58389e-05 3.77957e-05 6.60952e-05 3.20062e-05 6.09226e-05 1.89383e-05 4.51504e-05 1.74193e-06 4.43131e-05 -0.000451214 9.211e-05 0.000140031 8.87859e-05 0.000163484 0.000218782 -0.000524395 0.000282579 0.000113893 0.000556278 0.000228512 0.000354011 0.000491048 0.000241604 0.000560793 0.000268022 -6.45671e-05 0.000601496
internal_weight=0 0.040329 0.039255 0.0377284 0.0365294 0.0352651 0.0331542 0.0319093 0.0300869 0.0290409 0.0273856 0.0258027 0.0022699 0.0235328 0.021556 0.0202853 0.0180825 0.0170352 0.00220283 0.01581 0.0097815 0.00602849 0.00863244 0.00711015 0.00597082 0.0039716 0.00294431 0.00364819 0.00217404 0.00211093
internal_count=3910 3784 3604 3026 2817 2585 2374 2304 2128 2113 2024 1933 478 1455 1431 1386 1033 890 353 817 579 238 473 395 274 164 65 161 85 211
is_linear=0
shrinkage=0.00140032


Tree=1812
num_leaves=18
num_cat=0
split_feature=41 2 158 50 156 16 133 52 16 52 13 3 3 151 42 4 43
split_gain=8.11216e-05 0.000105426 0.000110729 0.00010856 0.000115981 0.000180895 0.000300344 0.000210991 0.000151698 0.000149592 0.000171921 0.00022871 0.000163809 0.000196592 0.000102257 8.80278e-05 0.000132141
threshold=0.078535000000000008 -0.0098549999999999974 0.085745000000000002 0.10119500000000002 0.091280000000000014 -0.014099999999999998 0.098810000000000023 -0.24456499999999998 -0.063614999999999991 0.090640000000000012 -0.092039999999999983 -0.083144999999999983 0.084925000000000014 -0.0088999999999999982 -1.0000000180025095e-35 0.0021050000000000005 -0.08799499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 9 10 -3 14 -13 -14 -12 16 -9
right_child=-2 2 -4 -5 -6 6 -8 15 -10 -11 11 12 13 -15 -16 -17 -18
leaf_value=0.0016259815116620973 -0.0015171210517175874 0.0020937583666816623 -0.0019518382325004679 -0.0018010960164061241 -0.0017637786091231743 -0.00037821007860488863 -0.0020325617707591917 0.0032458089540378246 -0.0024501856290485152 -0.0016870776020527711 0.00024222216682695852 -0.0030240197989572244 -0.0022012197281881364 0.0012023486415998568 0.0028861301303820305 0.0036867864320782899 0.00073051613158195503
leaf_weight=0.0015212105705873493 0.0012813208680806367 0.0017098085042469803 0.0010847793181099413 0.0011101370805598086 0.0010928423371876208 0.0015416267797831451 0.00101282000684777 0.0013059053298437179 0.0010331405692537701 0.0015858002955185385 0.0012046784968919727 0.0011000985274969861 0.0010879990803385198 0.0015393477188094806 0.0010102940098141678 0.0011810418276448353 0.0019650570773554381
leaf_count=220 195 162 354 431 294 209 139 145 182 324 379 333 63 46 56 85 293
internal_value=0 6.90893e-05 -4.60733e-05 6.00495e-05 0.00017252 0.000294994 0.00105428 0.00157591 -0.000222954 2.61295e-05 0.000381164 -0.0001116 -0.00103846 -0.000207088 0.00144816 0.00225258 0.00173473
internal_weight=0 0.0220866 0.0205654 0.0194806 0.0183705 0.0172776 0.00700645 0.00599363 0.0102712 0.00923803 0.00765223 0.00594242 0.00372745 0.00262735 0.00221497 0.004452 0.00327096
internal_count=3910 3715 3495 3141 2710 2416 871 732 1545 1363 1039 877 442 109 435 523 438
is_linear=0
shrinkage=0.0061288


Tree=1813
num_leaves=31
num_cat=0
split_feature=14 1213 1456 454 1374 480 38 124 40 40 4 13 12 49 4 12 151 3 12 16 0 52 13 13 13 0 4 12 1 48
split_gain=0.000611408 0.000494699 0.000469233 0.000332463 0.000299662 0.000323059 0.000300485 0.000531218 0.000480808 0.000446263 0.000353737 0.000377526 0.000477386 0.000441746 0.00035737 0.000370053 0.0003365 0.000303756 0.000271238 0.000263677 0.000509788 0.000526033 0.000442314 0.000253994 0.000208901 0.000259578 0.000397879 0.000178416 0.000123905 9.47084e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 0.10386000000000002 -0.048219999999999992 -0.062739999999999976 -0.14724499999999999 -0.49837999999999999 -0.23438999999999996 0.092365000000000017 -0.085974999999999982 0.08734500000000002 0.099170000000000022 0.077805000000000013 -0.14218999999999996 0.098845000000000016 -0.19424999999999998 -0.15291499999999997 0.089525000000000007 -0.0101 -0.49820499999999995 0.0015650000000000002 -0.083934999999999996 -0.019454999999999997 0.11215000000000001 0.092550000000000007 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 9 -9 -10 23 13 16 18 -16 -13 -15 -14 22 29 24 -19 -12 25 26 -22 -17 -28 -21
right_child=-2 2 3 4 5 -7 -8 8 10 -11 11 12 14 17 15 27 -18 19 -20 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00080504445269633114 -0.00095384739419206274 -0.00074026145347258411 -0.0006875538354142028 -0.0004524806934009519 0.00091935629131940108 -0.00058883174314363631 -0.00061333676552682305 0.00010199173111300581 -0.00045042491790207048 -0.0011838181244370005 0.00026284502345236895 -0.00087853997943456341 -9.7616597757745248e-05 0.0010452391685210479 -0.0005592388433634201 0.00085742372273097972 0.00026660379664298912 0.00062117121264691885 -0.00096752659328735763 0.001327734718754234 0.00084903000174174929 0.00089086875322838251 -0.0006075776538456922 0.0012152274509958862 0.0006080662748382291 -0.00055353535213121716 0.00016028756070339152 7.6320837507916575e-05 -0.0004240319314634893 0.00074285540930940554
leaf_weight=0.0014690473783287297 0.0013946156888522401 0.0015118695997083506 0.0011401458056980998 0.001922482277503689 0.0018613204705956446 0.0012378734634062158 0.0010071294953508661 0.0011599160789188545 0.0016806920175305084 0.0010483954719090463 0.0010560943577830884 0.0010692158547547228 0.001473892986128821 0.0012891981046936228 0.0010433259238568637 0.0011740305512395466 0.0010256985129366569 0.0010147565797301028 0.0014512118579845801 0.0010662581801810138 0.001156704976884795 0.002065865255514332 0.0014540869827492807 0.0012444861185604275 0.0012052998944778737 0.0015108970707958195 0.0014466888509443582 0.0012129383797847559 0.0015163734390171157 0.0012010347356863349
leaf_count=578 126 312 79 66 252 224 49 53 121 76 32 69 301 92 43 53 37 34 249 23 138 172 65 93 69 249 174 40 21 20
internal_value=0 8.33919e-06 3.95801e-05 7.16745e-05 9.59928e-05 0.000127306 0.000154637 0.000179247 0.000132655 -0.000508446 0.000184403 0.000225954 0.000171624 0.000296342 -0.000162416 0.00015035 -0.000317862 0.000382541 -0.000529199 0.000319896 0.00041327 0.000259267 -0.000102531 0.000778031 6.83942e-05 -4.71281e-05 0.000138593 0.000460506 -0.000138743 0.00101791
internal_weight=0 0.0397169 0.0382479 0.036736 0.0355959 0.0336734 0.0324355 0.0314284 0.0295671 0.00220831 0.0273588 0.0256781 0.0233775 0.0170221 0.0063554 0.00343029 0.00209491 0.0149272 0.0029251 0.013638 0.0111691 0.00890183 0.00246884 0.00230058 0.00683596 0.00563066 0.00411977 0.00238697 0.00296306 0.00226729
internal_count=3910 3784 3206 2894 2815 2749 2525 2476 2224 129 2095 1974 1849 1163 686 136 106 1057 550 965 866 823 99 125 651 582 333 93 195 43
is_linear=0
shrinkage=0.00142833


Tree=1814
num_leaves=31
num_cat=0
split_feature=14 1429 4 1213 480 42 42 133 1456 43 123 133 1 2 0 150 48 0 42 4 1 159 0 4 48 4 42 133 9 3
split_gain=0.000559933 0.000583002 0.000539706 0.000469257 0.000393921 0.000315151 0.000523186 0.000420987 0.000347682 0.000372397 0.000544555 0.000397237 0.000337713 0.000446605 0.000558306 0.000430185 0.000381786 0.000317378 0.000420531 0.000310587 0.000340842 0.000270856 0.00034765 0.000380121 0.000325694 0.000404956 0.000399116 0.000652965 0.000212092 0.000261148
threshold=0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 -1.0000000180025095e-35 0.083685000000000009 -1.0000000180025095e-35 -0.086109999999999978 -0.085714999999999986 -1.0000000180025095e-35 0.24789500000000006 0.08363000000000001 -0.085714999999999986 0.13429500000000003 0.11339500000000001 -0.230625 0.090965000000000004 0.10031000000000001 -0.017269999999999997 -0.11403999999999999 0.028075000000000006 0.11235500000000002 0.08894500000000001 -0.10209999999999998 -1.0000000180025095e-35 0.086065000000000016 0.08734500000000002 0.084100000000000022 0.0035300000000000006 0.081505000000000008 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -7 10 11 -10 13 14 -13 16 21 18 -9 -15 -21 22 23 -16 25 26 28 -28 29 -24
right_child=-2 2 -4 4 -6 8 -8 17 9 -11 -12 12 -14 19 15 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011144236831151927 -0.00099586953920050535 -0.00081752254313433297 0.0010462370326401421 0.00079063469763389696 -0.00087977777845718531 -0.00065612652278011438 -0.0012117855388317992 -0.0012204971716232597 0.00086514414161529337 -0.00073207942530053118 0.0012191191299579672 0.00088524129606046926 0.00088246454696642876 0.00020840503786896902 0.00036305770430646202 -0.00060556760707448703 -0.00069033028899132063 0.00036267486902590999 -3.1728997844256054e-05 -0.001245312996780303 -0.00014903438071330979 -0.00052566995339616669 0.0011566661215497989 -0.00057468981778233108 0.0009915436423711039 0.0010531474569228946 0.00026022846568339288 -0.0012105310961178499 -9.0497369731141236e-05 0.00018997939060525049
leaf_weight=0.0010258715993717018 0.0013109293511294187 0.001522663814845864 0.0011007180592255547 0.0010239928018114242 0.0010328417199153414 0.0012364194544557941 0.0010518007137764176 0.0011940784177336683 0.0015644946103232629 0.0010200519020400192 0.0010746834909444161 0.0020096434191554267 0.0011387705577000631 0.0011794180055257888 0.0018729981045240152 0.0019195339451888718 0.0011319799170768094 0.0011700051070744344 0.0014613920513834588 0.0012977105593134919 0.0012104289291028358 0.0010357202001081709 0.0013185713919692463 0.0019466803048722075 0.0017675978182980501 0.0012626174042260629 0.001816789153119891 0.0010529164174065686 0.001058100210940438 0.0011600483903180248
leaf_count=180 126 577 180 68 247 235 375 113 88 46 182 49 84 79 52 154 83 24 141 61 47 92 67 42 53 22 114 262 41 26
internal_value=0 -8.7549e-06 2.06056e-05 -9.4736e-06 2.4695e-05 5.14038e-05 -0.000261699 -5.56354e-05 0.000114953 0.000149199 0.000182719 0.000139454 9.25e-05 5.34566e-05 0.000143766 5.78495e-05 0.000140412 -0.000282163 -0.000566279 -0.00042051 -0.000716249 0.00020621 0.000263392 -0.000114861 0.000416498 0.000283959 0.000132362 -0.000279404 0.000466471 0.000704236
internal_weight=0 0.0396585 0.0386327 0.0375319 0.0360093 0.0349764 0.00590127 0.00484947 0.0290752 0.0278388 0.0268187 0.025744 0.0241795 0.0230408 0.0193532 0.0173436 0.015424 0.00382548 0.00265547 0.00368756 0.00250814 0.014292 0.0132563 0.00381968 0.00943664 0.00766904 0.00640643 0.00286971 0.00353672 0.00247862
internal_count=3910 3784 3604 3424 2847 2600 721 346 1879 1644 1598 1416 1328 1244 1057 1008 854 278 254 187 108 771 679 94 585 532 510 376 134 93
is_linear=0
shrinkage=0.00148603


Tree=1815
num_leaves=19
num_cat=0
split_feature=4 11 48 15 48 51 0 13 150 159 40 51 16 13 0 3 15 0
split_gain=9.27625e-05 0.000152897 0.000130147 0.000197039 0.000179255 0.00014409 0.00016114 0.000164126 0.000131654 0.000159068 0.000132636 0.000148701 0.000136363 0.000106752 8.18288e-05 0.000201735 0.000127801 7.64121e-05
threshold=0.28937500000000005 1.0000000180025095e-35 0.091555000000000011 -0.095799999999999982 0.12862000000000004 0.089355000000000004 -0.22851499999999997 -0.45122499999999993 0.085285000000000014 0.090705000000000022 -1.0000000180025095e-35 -0.095859999999999987 0.15737500000000001 -0.0064299999999999991 -0.07773999999999999 -0.089974999999999986 0.083935000000000023 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -8 9 10 -9 -12 14 -2 15 -13 17 -17
right_child=13 -3 3 4 -6 -7 7 8 -10 -11 11 12 -14 -15 -16 16 -18 -19
leaf_value=0.0019160220399182081 0.0025027772076420128 -0.0023497684809623285 -0.0012130443043328776 0.0031780669747796283 -6.7925495972502161e-05 -0.0022952517333327356 0.0020279044245759053 -0.0020218723264666823 -0.0025697677977479377 -0.0025463958867879633 0.0019993212853533057 -0.0024220417532951834 -0.0020942114672457914 0.00011948678089232736 0.0014611361375557886 -0.001698335482527825 0.0015971263285377362 0.0004551266375829666
leaf_weight=0.0012918215540316203 0.0010608813155168866 0.0010920277989340801 0.0010409629073768467 0.001543929474320401 0.001020026389562112 0.0011775539932425373 0.0010072214481773286 0.0011388735334271526 0.0010131660479166657 0.00104401622704619 0.0013437993538340876 0.001138994888078235 0.0011308586862207592 0.0018827363732975581 0.0013872242236003494 0.0010622018245283193 0.0018798085030707345 0.001352202958506887
leaf_count=50 239 231 164 157 70 268 28 132 208 249 218 239 127 187 375 81 583 304
internal_value=0 -0.000161664 -3.95818e-05 0.000991615 0.0018867 -0.000272387 -0.000111333 -0.000305355 -0.000493497 -0.000310223 -8.64731e-05 0.00015066 -0.000161771 0.000978426 0.000158637 -0.000173922 0.000422368 -0.000492275
internal_weight=0 0.0206647 0.0195727 0.00360492 0.00256396 0.0159677 0.0147902 0.0134984 0.0124911 0.011478 0.010434 0.00929509 0.00795129 0.00294362 0.00682043 0.00543321 0.00429421 0.0024144
internal_count=3910 3484 3253 391 227 2862 2594 2544 2516 2308 2059 1927 1709 426 1582 1207 968 385
is_linear=0
shrinkage=0.00600863


Tree=1816
num_leaves=30
num_cat=0
split_feature=14 1213 3 124 51 48 40 1 2 4 0 0 133 52 160 52 52 13 15 3 52 51 150 16 0 15 0 2 42
split_gain=0.000524462 0.000520026 0.000403451 0.000401337 0.000314659 0.000398266 0.000393398 0.000383998 0.000472046 0.000320009 0.000466937 0.000473406 0.000308338 0.000288106 0.000315708 0.000275853 0.000240762 0.000217125 0.000211139 0.00019194 0.000642422 0.000339998 0.000228872 0.0002369 0.000197942 0.000495821 0.000325786 0.000270395 0.000240266
threshold=0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 -0.048219999999999992 0.14897000000000002 0.12649500000000002 -0.062739999999999976 0.10498500000000001 0.11635500000000001 0.26048500000000002 -0.10303999999999998 -0.035699999999999989 -0.085714999999999986 -0.089799999999999977 -0.092169999999999988 -0.27466499999999994 -0.081429999999999989 -0.013465 -0.20388499999999996 0.090325000000000003 -1.0000000180025095e-35 0.0041800000000000006 0.10871000000000001 -0.069894999999999985 -0.10209999999999998 -0.10071499999999999 -0.07773999999999999 0.095195000000000016 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 12 9 10 -9 -12 17 15 -15 -14 -16 -8 -11 20 -18 24 23 -21 -22 -26 28 -28 -27
right_child=-2 2 -4 4 -6 -7 7 8 -10 18 11 -13 13 14 16 -17 19 -19 -20 22 21 -23 -24 -25 25 26 27 -29 -30
leaf_value=-0.00092462860752836207 -0.0010715496116711892 0.0007197271108235466 0.00084902896309490205 -0.00064273566640378737 -0.0008774884485387071 -0.0007148884679324222 0.0009728246632790021 0.0013558691308457279 0.0012795148369012094 0.00018449464192266295 -0.00054253635336736969 0.00089211730908170185 -2.5044359695409166e-05 -0.00069842614159599397 0.000727134877424118 -0.0010417677642633202 -0.0012395340299230667 2.220777126883389e-05 -0.00076681251798680012 -0.00050030428920977746 -0.00064338413146747915 0.00090352244036014248 0.00096899234720635092 0.00054006300830063494 0.0009636628346105841 -0.0011145674291633866 0.0006935491272800641 -0.00027175186411383461 -7.7588125106429898e-05
leaf_weight=0.001396603173824811 0.0011288612620075069 0.0019293973096754157 0.0015282318591779967 0.0019014885759988656 0.0010317948172781635 0.0017896240718799908 0.0012592888012530334 0.0011407663759115394 0.0012864324073413314 0.0013578872169737188 0.0012350760784318737 0.0010654314372295906 0.0012626302206352191 0.0014514174884589235 0.0012764412626045081 0.0013988751083132368 0.0010942272844758618 0.0011370427662547996 0.001013082329619136 0.0010128253522907471 0.0012538855752199877 0.0010088654158289315 0.0010012393002796216 0.0011766875675789388 0.00118137036198151 0.0011720258388956632 0.0013536392709801136 0.0015456992213934706 0.0010565882083580225
leaf_count=578 126 274 162 122 98 82 187 26 104 41 97 42 244 296 55 178 275 128 43 31 48 61 16 23 30 199 139 87 118
internal_value=0 1.94786e-05 5.61844e-05 2.09555e-05 -2.05734e-05 7.55548e-06 5.11714e-05 9.87341e-05 0.000415124 0.000223808 0.00053095 0.000121893 -1.0067e-05 -7.99131e-05 1.97603e-06 -0.00055943 7.39028e-05 0.000521764 -0.000221986 9.05022e-06 -0.000101652 4.35989e-05 0.00034442 5.88097e-05 -7.11073e-05 4.26244e-05 -0.000169563 0.000178927 -0.000622934
internal_weight=0 0.0373186 0.035922 0.0343937 0.0324643 0.0314325 0.0296429 0.0277414 0.00709868 0.00581224 0.00344127 0.00230051 0.0206427 0.0182464 0.0155849 0.00266151 0.0141335 0.00239633 0.00237097 0.0128571 0.0096663 0.00857207 0.00319075 0.00218951 0.00756321 0.00630932 0.00512795 0.00289934 0.00222861
internal_count=3910 3784 3206 3044 2770 2672 2590 2468 353 249 165 139 2115 1800 1378 422 1082 315 84 1027 957 682 70 54 621 573 543 226 317
is_linear=0
shrinkage=0.00157699


Tree=1817
num_leaves=18
num_cat=0
split_feature=0 1 2 2 150 16 4 16 0 14 47 1 0 4 4 43 15
split_gain=8.60657e-05 0.000144542 0.000218556 0.000264938 0.000152452 0.000244357 0.000139013 0.000111107 0.000181545 0.000138033 0.000161483 0.000177167 9.81043e-05 0.000185198 9.70738e-05 9.00785e-05 5.68263e-06
threshold=0.18055000000000002 0.085835000000000009 0.10393500000000001 0.099015000000000006 0.077110000000000012 -0.09601999999999998 0.0057500000000000008 0.064860000000000015 -0.07773999999999999 -0.10523499999999998 0.096300000000000011 0.095575000000000007 -0.084074999999999997 -0.00027999999999999998 0.066620000000000026 -0.083899999999999988 -0.010069999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 7 -6 -7 8 9 -3 11 16 13 -1 -9 -14 -11
right_child=-2 4 -4 -5 5 6 -8 14 -10 10 -12 -13 15 -15 -16 -17 -18
leaf_value=-0.0038839190784247311 0.0019838341708454366 -0.0024328080837851228 -0.0035768687903161675 0.0031103694150804678 0.0047350459566819344 -0.0015417743155977865 0.0021396256087234814 -0.0029193560049358145 0.0023475878937695783 -0.00087250225713317298 -0.0017658359037463767 0.0026206539001174742 0.0014936406200446791 -0.00027080039762625166 0.00013275717204671225 -0.0010772540010886731 -9.4172503025507687e-05
leaf_weight=0.0013550778702343348 0.0010943191047921982 0.0012670126847498251 0.0013508101048380003 0.0010106699201948288 0.0010033186691872642 0.0010569792735915249 0.0011478926310495297 0.0012252531915739615 0.0018290746568550061 0.0010121110820484631 0.0015347505062542899 0.0019292461995127214 0.0012624410888859017 0.0017362042892285906 0.0010282016386244375 0.0017373471244542813 0.0010009202323601465
leaf_count=762 44 51 340 114 119 181 36 282 364 47 131 191 237 270 60 449 232
internal_value=0 -0.000119646 -0.00087633 -0.000362665 0.000336073 0.00173842 0.000374823 -7.94798e-05 0.000300936 -0.000254144 0.000249851 0.00103457 -0.000938933 -0.00185463 -0.00152674 4.69005e-06 -0.000485501
internal_weight=0 0.0224873 0.00845255 0.00710174 0.0140348 0.00320819 0.00220487 0.0108266 0.00857312 0.00674404 0.00547703 0.00394228 0.00609107 0.00309128 0.00225345 0.00299979 0.00201303
internal_count=3910 3866 2172 1832 1694 336 217 1358 1016 652 601 470 1718 1032 342 686 279
is_linear=0
shrinkage=0.00732449


Tree=1818
num_leaves=31
num_cat=0
split_feature=1213 1456 14 133 133 123 42 130 1 0 4 38 3 48 14 4 160 3 16 51 160 15 1186 133 160 49 48 47 16 4
split_gain=0.000669863 0.000530672 0.000435001 0.000411526 0.000468261 0.00045862 0.000495057 0.000381383 0.000672197 0.000335507 0.00038166 0.000363357 0.000556827 0.000638688 0.000486169 0.000523749 0.000535993 0.000335301 0.000354605 0.000441541 0.000334928 0.000410628 0.000315518 0.000545187 0.000285816 0.000260046 0.000403509 0.000546874 0.000544941 0.000395426
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.085714999999999986 0.083745000000000014 -0.080904999999999991 -0.0015749999999999998 0.088675000000000018 0.18055000000000002 -0.49837999999999999 1.0000000180025095e-35 0.16699000000000003 0.12649500000000002 -0.46795499999999995 0.49433000000000005 -0.10117499999999999 -0.15327499999999997 -0.014099999999999998 0.09414500000000002 0.086620000000000016 -0.064869999999999983 0.081240000000000021 -0.16268499999999997 0.099550000000000013 0.089635000000000006 0.091875000000000012 0.09550500000000002 -0.078844999999999985 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 22 7 -7 8 -6 10 -9 12 13 14 -12 16 -16 -18 19 24 21 -20 23 -5 25 26 27 28 29 -19
right_child=1 2 -4 4 5 6 -8 9 -10 -11 11 -13 -14 -15 15 -17 17 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090719711255596996 -0.00081413077362625305 -0.00080836152359864313 -0.00084414348964979445 0.001025512905824539 -0.0014086791993647911 -8.8230174451913975e-05 0.001272802574963495 -0.00085999414399010477 0.00023659138442544284 0.00078791954457351073 -0.00086141310487048187 -0.00076482774643760079 0.001034134920507794 -0.0008054348613246422 -0.00073149054013458973 0.0010659275263203503 0.00091634198796518415 0.00083120075434775791 -0.00060204963261633422 0.00088583759530969119 0.0010176687668298193 0.00041412291899655524 0.0012898534260351948 -0.00046062947082450519 -0.00076596346666603084 0.00058752475676829177 -0.00087193892411690404 0.00097513603482388145 -0.00082600710006001412 -0.00014107773800222273
leaf_weight=0.0017299443496577296 0.0015659066428824467 0.0010858426961102277 0.0011218112967035223 0.001092146042061426 0.0010606381624625452 0.0010045965270588653 0.0013029740766674477 0.0010144161469165447 0.0010477587887922635 0.0012528026375948067 0.0010678169210893698 0.0011167448686378858 0.0012467217915614883 0.0017775807680795444 0.0015584208449978534 0.0012380267841450845 0.0011582267374237029 0.0012027646749572674 0.0010527858727052974 0.0010091401853715718 0.0013825862304765457 0.0042570802657240009 0.0010528700037828465 0.0010070506860478381 0.0012880068506970774 0.0012404182341113632 0.0013070608457068644 0.001059563465766189 0.0018334349525980422 0.0033909691572295841
leaf_count=592 332 197 92 55 120 22 248 127 83 20 22 66 102 68 257 51 70 63 154 39 102 319 28 136 57 63 28 13 211 173
internal_value=0 1.79505e-05 5.03381e-05 7.5996e-05 0.000101251 5.26421e-05 0.00068028 8.16462e-06 -0.000591069 4.96501e-05 1.79772e-05 4.95739e-05 8.31704e-05 3.72599e-05 9.95547e-05 0.000144211 9.17233e-05 0.00015529 0.000108955 -3.75787e-05 0.000378955 0.000212647 0.000639003 0.000312564 -0.000119882 -3.695e-05 -0.000125036 5.36107e-06 -0.000154513 0.000113491
internal_weight=0 0.0417962 0.0402303 0.0391084 0.0380226 0.0348705 0.00230757 0.032563 0.0021084 0.0304546 0.0292018 0.0281873 0.0270706 0.0258239 0.0240463 0.0229785 0.0217405 0.020182 0.0190238 0.0123314 0.00669245 0.00530987 0.00315207 0.0020992 0.0113222 0.0100342 0.00879379 0.00748673 0.00642717 0.00459373
internal_count=3910 3318 2986 2894 2697 2478 270 2208 203 2005 1985 1858 1792 1690 1622 1600 1549 1292 1222 647 575 473 219 191 608 551 488 460 447 236
is_linear=0
shrinkage=0.00145689


Tree=1819
num_leaves=31
num_cat=0
split_feature=14 1213 1429 1374 484 403 159 38 124 480 42 1 130 43 42 42 16 42 3 1374 150 49 13 16 1 2 2 3 0 123
split_gain=0.000643091 0.000562928 0.000579301 0.000402883 0.00035458 0.00046025 0.000435679 0.000371577 0.000785526 0.000347189 0.000373865 0.000373183 0.000402227 0.000547946 0.000439332 0.000448754 0.000368418 0.000351506 0.000311744 0.000310032 0.000709984 0.000429881 0.00046464 0.000583574 0.000239908 0.000309239 0.000532525 0.000168298 0.000147455 0.000100648
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090240000000000015 0.084225000000000008 -1.0000000180025095e-35 0.08764000000000001 1.0000000180025095e-35 -0.048219999999999992 1.0000000180025095e-35 -0.11145999999999999 0.12293500000000002 -0.084569999999999992 -0.15109999999999998 0.092145000000000019 0.088115000000000013 0.22945500000000005 0.085330000000000003 -0.10628499999999998 -0.094679999999999986 0.084800000000000014 -0.082494999999999985 -0.097529999999999992 -0.19424999999999998 0.095575000000000007 0.075670000000000015 0.085255000000000011 0.045635000000000002 -0.071339999999999987 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 29 10 27 12 -12 18 15 16 17 19 -14 -15 21 -21 -23 -24 25 -25 -27 -10 -13 -7
right_child=-2 2 3 -5 6 7 -8 -9 9 -11 11 28 13 14 -16 -17 -18 -19 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00087565473894034448 -0.001046937481516059 -0.0010843690998242571 -0.00092431391050740858 -0.00085944982609744694 0.0001153846957258528 0.00068075691429826007 0.0012218582412927125 -0.00074987309302767245 -0.00097821650946124301 -0.00081440635450541097 -0.00084758461853311445 0.0010145721858691105 0.0013428628439174767 -0.00041386340738868262 -0.0006569231442078282 0.00080523332508413662 -0.00075224849145791566 -0.00068609252952860262 0.00021488399152425113 -0.00073638991275890486 0.0010426104415928743 0.00087491077552819907 -0.00080471468761705812 -0.00043715167912486159 0.00090892310721564788 0.0010955666842076153 -0.00028733638178490926 -0.00011200430603228741 0.00027312296128444147 0.0013502990701295793
leaf_weight=0.0015929882870441272 0.0013743009142341825 0.0010183910814324229 0.0010715691448743144 0.0010329179443073757 0.0019985374388717938 0.0010160783834250444 0.0013836444654626856 0.0011788466578953041 0.0010108912767708414 0.0010231561512186104 0.0010387278179641015 0.0014082585394653568 0.0012234945915574613 0.0018496553536806468 0.0018949617883658723 0.0019091529355610417 0.0012794976067935773 0.0012166855225091986 0.0010426448001732416 0.0012865196008151622 0.0021467732983395669 0.0018539507575781071 0.0015301448486644172 0.0015539027639428571 0.0010470064835248483 0.0013095910787857545 0.0012507664324291068 0.0010512186344442398 0.0010957165720515685 0.0010477198293876513
leaf_count=578 126 180 536 74 251 91 127 58 113 196 41 67 28 22 219 140 106 109 28 37 86 41 47 69 42 58 194 14 106 126
internal_value=0 7.43326e-06 4.37173e-05 7.41484e-05 0.000100411 5.29675e-05 0.000568041 8.54241e-05 0.0001171 5.28479e-05 8.45389e-05 0.000133925 7.44926e-05 0.000117261 3.77073e-05 0.000109898 2.85783e-05 9.49835e-05 0.000823883 0.000163707 0.000252891 8.04568e-05 0.000203435 1.73926e-05 0.00026112 9.62658e-05 0.000420001 -0.00053664 0.000690121 0.00102066
internal_weight=0 0.0403634 0.0387704 0.037752 0.0367191 0.0333369 0.00338218 0.0322654 0.0310865 0.0290227 0.0279996 0.0259375 0.0234335 0.0223947 0.0201286 0.0182336 0.0163245 0.015045 0.00226614 0.0138283 0.0119787 0.00983188 0.00854536 0.00669141 0.00516127 0.00411426 0.00256036 0.00206211 0.00250398 0.0020638
internal_count=3910 3784 3206 3026 2952 2574 378 2038 1980 1763 1567 1440 1267 1226 1170 951 811 705 56 596 574 488 451 410 363 321 252 127 173 217
is_linear=0
shrinkage=0.00151575


Tree=1820
num_leaves=31
num_cat=0
split_feature=1213 14 1456 1374 480 133 133 123 124 1 130 48 52 13 13 4 2 4 2 12 15 457 47 4 52 4 16 3 13 4
split_gain=0.000614602 0.000512691 0.000479739 0.000396879 0.00039922 0.000367524 0.000648853 0.000617481 0.000608223 0.000613877 0.000633652 0.000694356 0.000513757 0.000577645 0.000577531 0.000532678 0.000774264 0.000492702 0.000429783 0.000388101 0.000377461 0.000410406 0.000455297 0.000478947 0.000379545 0.000279034 0.00027408 0.00034426 0.000273526 0.000172962
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 0.086640000000000009 -0.26719999999999994 -0.085714999999999986 1.0000000180025095e-35 -0.013479999999999999 0.13562500000000002 -0.0015749999999999998 0.11930500000000001 0.11401500000000002 -0.084184999999999996 -0.09602999999999999 0.25367000000000006 0.10869000000000002 0.061775000000000004 0.098195000000000018 0.086765000000000023 -0.10312999999999999 0.082870000000000013 0.09550500000000002 -0.0021099999999999995 -0.092854999999999979 0.05309500000000001 -0.0060199999999999993 -0.084014999999999992 -0.0043499999999999988 -0.075239999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 19 8 -8 10 29 12 14 -14 18 20 -17 -15 -12 -7 -16 22 23 24 -22 -25 27 -26 -9 -10
right_child=1 -3 3 4 -6 6 7 28 9 -11 11 -13 13 17 15 16 -18 -19 -20 -21 21 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00096559831424599459 -0.0008633930210535137 -0.00096617868695486695 -0.0006511204211362726 -0.00083485681408519436 -0.00078120722647343583 -4.6683393387679318e-05 -0.0010248136981540769 0.0010404967267358322 -0.0012592253571441202 0.00090327412194545387 0.00013034329178465646 -0.00090169051778022063 -0.0012715495277627472 0.00052536864310025059 -0.00091740011498784224 0.0013737998288159956 -0.00014554863851175894 -0.00076098331861438153 0.001069228295746065 0.00097273448782183604 -0.00074979725357339629 0.00054951790759798604 0.00059262274964081276 -0.0012362791201339677 0.00035813326737155557 -0.00036676088713177472 0.00049649473527844414 -0.00064532089531361492 7.5642965837098089e-05 -0.00045053324911376844
leaf_weight=0.0018658709030403555 0.001619747900659981 0.0014399314127135901 0.0022971825287463324 0.0010618217028683921 0.0014154091029725596 0.0011454330639510948 0.0013691984205748678 0.0013578973931646782 0.0010417445051957852 0.0012180828573943306 0.001956087941838546 0.001751053299321014 0.001193878298701101 0.0012508998519894501 0.0010979424704651167 0.0012235088479555225 0.0014222175174513074 0.0010949570271517883 0.0018700245512142111 0.0020304049786231682 0.0012334556396926813 0.0018383794232357262 0.0013410892776259961 0.0012815413454388101 0.0012594102962866123 0.0016625341923703907 0.002126654607128132 0.0014335161878102909 0.001000747189945402 0.0010327233455346132
leaf_count=592 312 112 66 190 224 105 59 227 107 109 51 66 61 176 75 54 47 28 65 103 244 70 63 86 152 74 71 212 50 59
internal_value=0 -0.000144694 -0.000116278 -8.60302e-05 -5.16071e-05 -2.31548e-05 1.30736e-06 -5.85045e-05 -0.000113273 -6.92179e-05 -0.00011291 -5.12885e-05 1.26594e-05 -0.000478605 0.000100724 -1.66782e-05 0.00055707 -7.50517e-05 0.000589226 0.00060506 -0.000131031 -6.01255e-05 -0.000168535 -0.000281991 -5.66674e-05 -0.000745258 0.000120722 -0.000176032 0.00063112 -0.000856638
internal_weight=0 0.0430675 0.0416275 0.0400078 0.0377106 0.0362952 0.0352334 0.0320575 0.0296989 0.0283297 0.0271116 0.0250372 0.0232861 0.00353974 0.0197464 0.0159202 0.00264573 0.00234586 0.00382611 0.00317584 0.0132745 0.0121766 0.0103382 0.00899711 0.00605304 0.00294408 0.00481958 0.00269293 0.00235864 0.00207447
internal_count=3910 3318 3206 2894 2828 2604 2414 2206 1929 1870 1761 1595 1529 265 1264 1148 101 204 116 208 1047 972 902 839 679 160 435 364 277 166
is_linear=0
shrinkage=0.00140032


Tree=1821
num_leaves=28
num_cat=0
split_feature=1213 1456 14 9 1374 151 49 38 13 0 51 2 52 2 1 2 15 42 12 403 42 47 4 160 42 4 13
split_gain=0.000427705 0.000442988 0.00038569 0.000283312 0.000244089 0.000263322 0.000311968 0.000361297 0.000381956 0.000386468 0.000296702 0.000281717 0.00026144 0.000295732 0.000209448 0.000197197 0.000198493 0.00021119 0.00046556 0.000440628 0.00044169 0.000236663 0.000185035 0.000154329 0.000177814 0.000122075 4.1774e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -0.40391999999999995 0.10960000000000002 1.0000000180025095e-35 -0.091229999999999992 -0.23029999999999998 0.13669500000000004 0.11934000000000002 0.078330000000000025 0.097940000000000013 0.12162500000000001 0.099675000000000014 -0.10312999999999999 0.088235000000000022 1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.09550500000000002 -0.032604999999999995 -0.07353999999999998 0.091330000000000008 -0.08100499999999998 -0.15078499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 12 -10 11 15 13 26 -8 16 -11 18 21 20 -20 25 -19 -17 -25 -18 -7
right_child=1 2 -4 4 5 6 14 -9 9 10 -12 -13 -14 -15 -16 23 17 22 19 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.00085468049940784334 -0.0008309326290526053 0.00081056607963436408 -0.00082940971976553203 -0.000491827718421251 -0.00065659322454404473 6.978218931343841e-05 0.0001925325715064085 -0.00073812617491704913 0.00064712154615065222 -0.00044806395165858951 -0.00085580422189418775 0.00073354765684251753 -9.8833216753473985e-06 0.0011258534957737975 0.0011408979001872419 8.9606071198130788e-05 0.00046297244116383238 -2.700692074461808e-05 -0.0014861136566830697 0.00028303249740000135 -0.00025590084411725107 0.00093276609215344852 0.00074142311735371188 -0.0009815635152659334 -0.00017176666542658645 -0.00024323456042554017 0.00049635719258063384
leaf_weight=0.0013268950551338634 0.0013458578842612664 0.0010961055657379695 0.0010933806733725007 0.0017839411103892635 0.0010498101214215785 0.0010095469770148302 0.0010465290304467181 0.0012021069200076609 0.0018319003685220879 0.0017407400548357264 0.0010008072334265474 0.0010210146992560417 0.0019104336917321607 0.0016888582468821411 0.0010111019238178004 0.0010488816283902302 0.0010369066278421712 0.0011490904899510435 0.0010270277977213723 0.0015169689508036655 0.0017302662434277851 0.001134040370129652 0.0017395646293962841 0.0012502751602005971 0.0011491145777631218 0.0011291199309690653 0.001018315805188681
leaf_count=592 332 126 92 65 69 45 137 70 73 141 95 167 100 126 59 59 52 301 337 85 280 15 103 216 36 71 66
internal_value=0 4.95792e-06 3.86243e-05 6.79875e-05 4.19216e-05 7.42619e-05 0.000101285 5.77442e-05 9.58107e-05 -2.58504e-06 -6.99275e-05 -2.27548e-05 0.000436885 0.000666529 0.000658551 -7.20901e-05 1.6574e-05 9.38764e-05 -3.65039e-05 -0.000360227 -0.000714126 0.000382784 0.000435746 -0.00038588 -0.000593736 9.48364e-05 0.000283992
internal_weight=0 0.0347617 0.0334158 0.0323225 0.0312264 0.0294424 0.0283926 0.026335 0.0251329 0.0195057 0.0176738 0.016673 0.00562715 0.00371672 0.00205763 0.015652 0.0122037 0.010463 0.00757433 0.00427426 0.00275729 0.00330007 0.00288866 0.00344827 0.00239939 0.00216603 0.00202786
internal_count=3910 3318 2986 2894 2768 2703 2634 2438 2368 2031 1958 1863 337 237 196 1696 1385 1244 840 702 617 138 404 311 252 123 111
is_linear=0
shrinkage=0.00148603


Tree=1822
num_leaves=18
num_cat=0
split_feature=4 483 11 48 0 484 133 160 133 13 15 52 51 2 0 2 1
split_gain=0.000120783 0.000229392 0.000160248 0.000160082 0.000258012 0.000131731 0.000138461 0.000154369 0.000271881 0.00020029 0.000195496 0.000191136 0.000209456 0.000177258 0.000169877 0.000177174 0.000108986
threshold=0.50657000000000008 0.088030000000000011 0.08184000000000001 0.091555000000000011 -0.19631499999999999 0.084225000000000008 0.10681500000000001 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 0.088045000000000012 0.090300000000000005 -0.24028999999999998 0.087005000000000013 -0.10071499999999999 0.085090000000000013 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 10 13 -9 12 -11 -10 15 -14 -6
right_child=-2 -3 -4 4 16 -7 -8 8 9 11 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.0016913064440176474 0.0018819699786189767 -0.0027100386013100088 -0.0019296928236298611 -0.0006892995868325836 0.00080765224346424612 0.0014547099873337104 -0.0021693031433340283 -0.0030988268125515775 0.0036345811824535106 0.0018073639297827725 0.0002278270742790554 0.0020356933932472975 0.0012008645307982975 0.00067447042786422824 -0.0022052376979449623 -0.0015431042502029927 0.0031977130979091188
leaf_weight=0.001763665931372037 0.0010134581777282567 0.0010429735448390298 0.0012904434215649787 0.0015529158962444001 0.0010213120866317668 0.0015506753812648396 0.0011469354605345159 0.0013051920527382766 0.0010483552794918593 0.0011241611993356724 0.0010004292406772947 0.0012429195842317275 0.0016394216530652966 0.0017005749743286003 0.0019442921852392157 0.001397401538723031 0.0015248855784154303
leaf_count=425 213 300 194 58 148 288 441 487 103 78 271 80 21 139 384 104 176
internal_value=0 -0.000114773 6.86062e-06 0.00012607 0.00112966 -0.00011787 -0.000277114 -0.000123919 9.8963e-05 0.000499553 -0.00165536 1.18032e-05 -0.000400223 0.00180336 -0.000898441 -6.17793e-05 0.00223903
internal_weight=0 0.0232966 0.0222536 0.0209631 0.00409911 0.016864 0.0153133 0.0141664 0.0124027 0.0100971 0.00230562 0.0073482 0.00610528 0.00274893 0.00498112 0.00303682 0.0025462
internal_count=3910 3697 3397 3203 382 2821 2533 2092 1667 909 758 667 587 242 509 125 324
is_linear=0
shrinkage=0.00566207


Tree=1823
num_leaves=31
num_cat=0
split_feature=1213 14 160 51 1 123 47 50 12 1 133 130 130 0 2 4 3 3 457 160 160 48 457 160 4 43 15 0 12 12
split_gain=0.000582792 0.000539242 0.000394124 0.00040835 0.000458373 0.000432866 0.000515992 0.000530356 0.000462892 0.000503236 0.000347641 0.000715562 0.000364295 0.000346124 0.000476921 0.000433578 0.000491954 0.000364486 0.000375365 0.000346521 0.000354189 0.000282015 0.000266982 0.000347961 0.000225089 0.000224356 0.000209389 0.000207766 0.000377003 0.000374428
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.40446999999999994 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11896000000000002 0.10625000000000001 -0.062539999999999984 0.11235500000000002 -0.085714999999999986 -0.0015749999999999998 -0.08075499999999998 0.18055000000000002 0.11230000000000001 -0.44477499999999992 0.097615000000000021 -0.15464999999999998 -0.0015249999999999997 0.10150000000000002 -1.0000000180025095e-35 0.089600000000000027 0.091610000000000011 0.031805000000000007 0.0066400000000000009 -0.077049999999999993 -0.092459999999999987 -0.07773999999999999 0.084235000000000018 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 10 12 -12 -10 14 15 -13 17 -17 -19 20 -20 26 23 27 -18 -7 -11 28 -22 -29
right_child=1 -3 3 4 -6 25 -8 -9 9 21 11 13 -14 -15 -16 16 24 18 19 -21 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00090942941415284094 -0.00082039621109128837 -0.001020802035381423 -0.00083239494681822059 -0.00077540054764030049 0.0008597006833268862 0.0011835174075313227 -0.0010306618354912903 -0.0010298706792090868 0.001236801018160268 0.00154629861752716 -0.0012481773918667615 -0.00079742118851854884 9.2576535548036693e-05 0.00091918046308991127 -0.00073476935564055956 0.000873415077184527 0.0002301626560660327 -0.00086852117557994395 -0.00059271098632070586 -0.00068624699797394746 0.00029181896012339307 4.8694095189440828e-05 -0.00047821419845924565 0.00097035078426448596 0.0011776819875360719 0.00019439208053000581 0.00057571948315118479 0.0012253096970461855 -0.00073128745406991064 -4.7471125002687217e-05
leaf_weight=0.0016966409924772932 0.0012072401404092927 0.0011620497171918034 0.0011415904825193826 0.0013887725996903346 0.0018337806440989748 0.0011888035977329903 0.001081156601865362 0.0010369131077280274 0.0011700858030425643 0.0010212355653664851 0.0010462595514649778 0.0012166697019890668 0.0015410799626306418 0.0010687586929786766 0.0018346448715541577 0.0011682603581057863 0.0010089482742614555 0.0011571970387981309 0.0013364728247638744 0.0013369059337783326 0.0028099944959443139 0.0010081107991610772 0.0010363438937019973 0.0017266424131450187 0.001475965576020144 0.0010171158083115825 0.0011075015437915772 0.0010689522434379857 0.0012411796485267135 0.0011434793483675598
leaf_count=592 258 112 124 100 154 171 75 212 24 51 137 133 260 14 105 42 22 154 302 111 50 59 17 67 34 104 67 66 209 84
internal_value=0 1.64076e-05 4.86173e-05 7.75879e-05 0.000107208 6.56918e-05 1.86501e-05 5.65284e-05 9.54895e-05 0.000139431 6.44564e-05 -8.24737e-07 0.000586401 6.2434e-05 1.56254e-05 9.32869e-05 0.000158924 4.65908e-05 -2.85381e-05 5.45412e-05 0.000150108 0.000722328 0.000260089 0.000355848 0.000792961 0.000727447 0.00104134 0.000186453 -2.16356e-05 0.000567482
internal_weight=0 0.0385821 0.0374201 0.0362128 0.0350712 0.0332375 0.0310315 0.0299504 0.0289135 0.0275247 0.0243878 0.0216767 0.00271117 0.0206304 0.0195617 0.017727 0.0165103 0.0140254 0.0128572 0.0117 0.0103631 0.00313685 0.00902659 0.00799025 0.00248491 0.00220592 0.00212874 0.00626361 0.00405117 0.00221243
internal_count=3910 3318 3206 2948 2824 2670 2395 2320 2108 2008 1831 1547 284 1410 1396 1291 1158 1102 1060 906 795 177 493 476 56 275 118 409 259 150
is_linear=0
shrinkage=0.00154607


Tree=1824
num_leaves=30
num_cat=0
split_feature=1429 14 1213 4 480 1456 11 50 484 38 124 150 40 47 43 13 13 1186 48 3 52 47 0 150 2 52 13 48 484
split_gain=0.000621297 0.000579478 0.000558524 0.000505332 0.000620886 0.000278315 0.000397962 0.000426285 0.000371604 0.00030873 0.000619086 0.000416622 0.000463 0.000384946 0.000453757 0.000731128 0.000387868 0.000368564 0.000427148 0.000377149 0.000343154 0.000309566 0.000247607 0.000326364 0.000297584 0.00047812 0.00023156 0.000190469 0.000133378
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.08456000000000001 -1.0000000180025095e-35 0.088315000000000018 0.10030500000000002 0.084225000000000008 1.0000000180025095e-35 -0.048219999999999992 -1.0000000180025095e-35 -0.062739999999999976 0.09550500000000002 -0.50329499999999994 0.17936000000000002 -0.098524999999999988 0.085080000000000003 0.090910000000000005 -0.12008499999999998 0.086040000000000019 0.11603500000000001 -0.069414999999999991 0.087235000000000021 -1.0000000180025095e-35 0.084240000000000023 -0.0038299999999999996 0.10329000000000001 0.089280000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 10 -7 -12 -13 14 -14 16 20 18 19 -18 -16 -15 23 24 -21 26 -26 -20 -10
right_child=1 -3 3 -5 -6 6 -8 -9 28 -11 11 12 13 21 15 -17 17 -19 27 22 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.0011235757199714218 -0.00080692309162876108 -0.00097611850394720265 -0.00058560549052744592 0.0010455749352790782 -0.0010398323815709472 0.00090199238557857873 -0.00064509502107163396 0.00077071783202832024 0.0010088773836916041 -0.00072525284560709109 -0.00074988859859539188 -0.0006300246174927482 0.00097245553733404748 0.00094983622885162755 0.0008871301427481542 -0.0010391136464209391 0.00054494701131596742 0.00077649690366970732 0.00060858445457340139 -0.00069836276423110234 -8.4527613812952315e-05 8.2134669443012563e-05 -0.0010322740403058226 -0.00081488190212844534 -3.1606408685715127e-05 -0.00062490285023680348 0.00085660367356239374 -0.00011783416206812023 0.00031546313173703739
leaf_weight=0.0010216649960562698 0.0015419538610601238 0.0011919551131503994 0.0012552383596978736 0.001053370727554819 0.0010508323543124897 0.0017213670487617521 0.0014027114264179011 0.0019996385758325177 0.0010790888803657852 0.0010250350682609868 0.0013682793149047958 0.0018254529049350479 0.0010003195493748498 0.0018716208852163066 0.0019465824395563597 0.0013188190698115712 0.0010056864678165004 0.0010307113302343565 0.0019688616095517872 0.0012421702489433398 0.0011977781931875597 0.0015200818667731042 0.0010427968105579718 0.001739564641330904 0.0010512297778324485 0.0012057187369782785 0.0013913506050246029 0.0011763656582033377 0.0011900064872900629
leaf_count=181 578 125 276 179 240 165 80 241 107 60 96 99 23 84 95 47 51 37 48 41 24 43 146 100 222 298 89 23 112
internal_value=0 4.60716e-06 3.51906e-05 7.05908e-05 4.1764e-05 7.46354e-05 9.95072e-05 0.00013223 8.95564e-05 4.39554e-05 7.35693e-05 1.63073e-05 6.08522e-05 0.000118944 3.71034e-05 -1.69254e-05 6.73359e-05 -4.26569e-05 -0.000114065 -0.000277499 0.000516998 0.000560953 -0.000385298 -0.000283539 -9.45374e-05 0.000111053 0.000474339 0.000336892 0.000645223
internal_weight=0 0.0394146 0.0382226 0.0366807 0.0356273 0.0345765 0.0333212 0.0319185 0.0299189 0.0276498 0.0266248 0.0249034 0.0235351 0.0217097 0.018318 0.0173176 0.0159988 0.0128545 0.0118237 0.00867852 0.00314436 0.0033917 0.00767283 0.00663003 0.00489047 0.0036483 0.00244258 0.00314523 0.0022691
internal_count=3910 3729 3604 3026 2847 2607 2331 2251 2010 1791 1731 1566 1470 1371 1244 1221 1174 1055 1018 947 119 127 896 750 650 609 311 71 219
is_linear=0
shrinkage=0.00142833


Tree=1825
num_leaves=18
num_cat=0
split_feature=4 483 11 48 0 51 0 16 4 4 2 13 4 12 4 15 1
split_gain=0.000100898 0.00019388 0.000132249 0.000134203 0.000217135 0.000117334 0.000144888 0.00045685 0.000215786 0.000154566 0.000201493 0.000246766 0.000186178 0.000185521 0.000163807 0.000183889 9.74314e-05
threshold=0.50657000000000008 0.088030000000000011 0.08184000000000001 0.091555000000000011 -0.19631499999999999 0.089355000000000004 -0.10575999999999998 -0.27337499999999998 -0.00027999999999999998 -0.030814999999999995 0.106285 0.025140000000000006 0.05309500000000001 1.0000000180025095e-35 -0.23071499999999998 1.0000000180025095e-35 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9 10 11 14 -11 -14 -8 -16 -6
right_child=-2 -3 -4 4 16 -7 9 8 -10 12 -12 -13 13 -15 15 -17 -18
leaf_value=-0.0020057922253994523 0.0015828920833627178 -0.0023075299727644003 -0.0016146467002171303 -0.00057396931270865164 0.00066229126405024149 -0.0016847293839671958 -0.0013212987341261243 0.00039871743749461544 0.0028989857955631086 -0.0026645413880515595 0.0023186913602049721 -0.0024069873521411237 0.00083431125844095355 -0.0016563195829426985 0.0028298136655257973 7.333888022495836e-05 0.002743581968530692
leaf_weight=0.0012377847626007243 0.0010194838981056704 0.0010385995863748864 0.001300552816298233 0.0015792682956288218 0.0010394658445936613 0.0011911036280046949 0.0011020001704720676 0.0018784752604688038 0.0018996202973121041 0.0013680422071602125 0.0010405399736745646 0.0010954030448173668 0.0016964115421938958 0.0015809407224945671 0.0010245374377271521 0.0018725076973608312 0.0015086738764858235
leaf_count=166 213 300 194 58 148 254 99 130 72 547 121 153 78 194 96 911 176
internal_value=0 -9.80942e-05 4.27853e-06 0.000103995 0.000950027 -0.000101564 1.78129e-05 0.000752254 0.00165585 -0.000323907 0.000221121 -0.000207307 -0.0010437 -0.000367128 0.000395221 0.00104816 0.00189456
internal_weight=0 0.0234539 0.0224153 0.0211148 0.00412741 0.0169874 0.0157963 0.00501588 0.0037781 0.0107804 0.00613499 0.00509445 0.00464539 0.00327735 0.00399905 0.00289705 0.00254814
internal_count=3910 3697 3397 3203 382 2821 2567 368 202 2199 1380 1259 819 272 1106 1007 324
is_linear=0
shrinkage=0.00523088


Tree=1826
num_leaves=31
num_cat=0
split_feature=1429 1213 14 4 480 133 133 130 160 123 124 1374 49 151 158 457 151 151 9 4 16 1186 42 4 48 16 15 0 3 16
split_gain=0.000647546 0.00055484 0.000543754 0.000510665 0.000632531 0.000497046 0.000577473 0.000551037 0.0004023 0.000492036 0.000502811 0.00036979 0.000429776 0.000787136 0.000480185 0.000540006 0.000548744 0.000496894 0.000479463 0.000564204 0.000327963 0.000293104 0.000263819 0.000338053 0.000203549 0.00020291 0.000348348 0.000116571 7.12162e-05 6.67718e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.51060500000000009 0.08456000000000001 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 -0.10117499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.085974999999999982 0.096145000000000022 0.087355000000000016 -0.0034949999999999994 -0.098079999999999987 -1.0000000180025095e-35 0.081505000000000008 0.25367000000000006 0.41476000000000007 0.083980000000000013 0.091955000000000023 -0.0021099999999999995 0.091555000000000011 0.022165000000000004 0.084050000000000014 -0.097024999999999986 0.097615000000000021 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 21 -8 27 10 -10 -12 13 24 15 -14 -17 -18 19 20 22 -7 23 25 -13 26 -19 -9 -27 -25
right_child=1 2 -4 -5 -6 6 7 8 9 -11 11 12 14 -15 -16 16 17 18 -20 -21 -22 -23 -24 29 -26 28 -28 -29 -30 -31
leaf_value=-0.0011804538009536946 -0.00086457812644211488 -0.0009502228013034391 -0.00095800268855481712 0.0010715412750264691 -0.001088630232986517 0.00039599484347865269 -0.00074288393717138819 -0.00015967194560143947 -0.00092441990896666886 0.00089844667351064006 -0.00049498950987471996 -0.0012284994893556947 -0.0006454851239731745 0.00072194663346626946 -0.00055639120478434686 -0.00056248708221694741 0.0012041480118420394 0.0011797290865691906 -0.000378396093231004 0.0013064874980807176 0.0010460839901703328 0.0013841859824168458 -0.0004358736270586437 -0.00036490988470640949 -0.00032575360848537263 -4.6799469993507421e-05 0.00011476092454787083 -0.00085222112531335085 0.00049595412944968334 0.0001501370079938829
leaf_weight=0.0010420418234866049 0.0015516168791135923 0.0010085057446536086 0.001163659690361806 0.0010988728746182111 0.0010583347776318966 0.0019048936466533597 0.0018276638328704178 0.0010324426515354035 0.0010260750115126385 0.0018013599939868596 0.0018771173848861613 0.001191773087679592 0.0011278195331455012 0.0011103207501648171 0.0014005969103233753 0.0011681570676747013 0.0019040832819480777 0.0019692167865430384 0.0015711077735722787 0.0016305948766572884 0.001337471124827073 0.0010165259730818832 0.0010688913461132099 0.0012087962311148059 0.0010267409808975003 0.0011109400849783069 0.0010346062754416074 0.001117813246196169 0.001027740991077053 0.0010290286334537872
leaf_count=181 592 188 111 179 240 162 180 61 42 204 62 57 158 36 143 97 113 76 57 59 86 22 216 46 35 88 140 235 22 22
internal_value=0 6.37565e-06 4.20783e-05 7.3799e-05 4.29917e-05 7.76753e-05 0.0001086 4.83349e-05 9.85937e-05 0.000148532 9.41078e-05 0.000138028 0.000192242 -0.000299494 0.000280299 0.000348477 0.000418276 0.000495206 0.000391276 0.000497189 0.000362349 0.000739842 0.000254117 0.000354048 -0.000810704 0.000563849 0.000812922 -0.000519695 0.00021402 -0.000128074
internal_weight=0 0.0394028 0.0378512 0.0366875 0.0355886 0.0345303 0.0335218 0.0306004 0.0287727 0.0266224 0.0248211 0.023795 0.0219179 0.00332883 0.0185891 0.0171885 0.0160606 0.0148925 0.0129884 0.0114173 0.00978669 0.00292142 0.00844922 0.00738033 0.00221851 0.0051425 0.00300382 0.00215026 0.00213868 0.00223782
internal_count=3910 3729 3137 3026 2847 2607 2419 2235 2055 1759 1555 1513 1451 128 1323 1180 1022 925 812 755 696 184 610 394 92 326 216 296 110 68
is_linear=0
shrinkage=0.00148603


Tree=1827
num_leaves=20
num_cat=0
split_feature=4 15 15 130 13 12 484 133 4 43 16 1374 2 1 1 16 1 16 1
split_gain=9.35256e-05 0.000164972 0.000139441 0.000182251 0.000189298 0.000176839 0.000196911 0.000185002 0.000196068 0.000194207 0.000168898 0.000170763 0.000157086 0.000222299 0.00013987 0.000121277 0.000103479 7.99658e-05 7.1602e-05
threshold=0.27020000000000005 -0.13823999999999997 -0.106555 -0.082334999999999992 -0.45122499999999993 0.10129000000000001 0.087420000000000012 -0.069944999999999993 0.055260000000000011 -0.17307499999999998 0.15737500000000001 -0.094679999999999986 0.083585000000000007 0.092385000000000009 0.095825000000000007 -0.0090499999999999973 0.11797500000000001 -0.083564999999999987 0.10688500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 9 -9 11 -11 13 -13 -10 17 18 -14 -2
right_child=16 2 3 4 5 -7 -8 8 14 10 -12 12 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.0029105948803125983 0.0015905363181254921 0.0022320731827582944 0.0024758457671030672 0.0021928501129831407 -0.002416235634861646 -0.0029187498513508644 -0.0033210989219482562 0.0032012436610935821 1.34615986421202e-05 -0.0018899548848068137 -0.0019489906450463087 -0.0028013399115588444 0.0019889832211741803 0.0014847256315989612 -0.0033596569344932162 0.0034059382304599821 0.0028261177884070939 -0.00052303683839118606 -0.00082091491912422731
leaf_weight=0.0010231616044686738 0.0010369195819623913 0.0011803586887733043 0.0011280772947995224 0.0012593637361557565 0.0015302177822846342 0.0014122371858398533 0.0010007807576414016 0.0011602357674478344 0.001172128709395385 0.0011016911213355138 0.0014582829022711241 0.0010138624578594898 0.0014435582253053952 0.001336220443999836 0.0011703460557042078 0.0015365928232011373 0.0010502300101884535 0.0010376069139310211 0.0013505782733277821
leaf_count=213 96 82 125 40 421 371 243 82 133 41 276 263 246 196 62 247 273 397 103
internal_value=0 -0.000207604 -6.89191e-05 -0.000213686 -0.000385748 -0.000584077 -0.000363705 -0.000151703 0.000127065 0.00054477 0.000199541 0.000619001 0.00105307 -0.00036435 -0.00167181 0.00188216 0.00102062 0.000938473 0.000226408
internal_weight=0 0.0209647 0.0199416 0.0187612 0.0176331 0.0163738 0.0149615 0.0139607 0.0124305 0.0100881 0.00892781 0.00746953 0.00636784 0.00235008 0.00234247 0.00401776 0.00343773 0.00248117 0.0023875
internal_count=3910 3438 3225 3143 3018 2978 2607 2364 1943 1748 1666 1390 1349 459 195 890 472 643 199
is_linear=0
shrinkage=0.00690203


Tree=1828
num_leaves=19
num_cat=0
split_feature=403 484 11 124 484 50 3 4 15 16 0 1375 2 0 42 0 43 47
split_gain=8.86066e-05 9.17848e-05 0.000109077 0.00012324 0.000144681 0.000205731 0.000161253 0.000218061 0.00016611 0.000207495 0.000192856 0.000186546 0.000189512 0.000135543 0.00012304 9.32138e-05 5.79067e-05 3.92779e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.048219999999999992 -0.0043499999999999988 0.10030500000000002 -0.10628499999999998 -0.23071499999999998 0.084955000000000017 -0.25582999999999995 -0.10131499999999999 -0.43271999999999994 0.091025000000000009 -0.070894999999999986 0.091230000000000019 -0.045139999999999993 -0.076484999999999984 0.085585000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 15 -8 9 -9 11 -11 17 -12 -10 -6 -15 -13
right_child=1 -3 -4 4 5 -7 7 8 14 10 13 12 -14 16 -16 -17 -18 -19
leaf_value=-0.0016206886289117258 0.0019024530869277058 -0.0015522694631994768 -0.0014417258284222393 -0.0019048305074678309 0.00015415128329205843 0.0029587369665338183 -0.0025231984764367784 -0.002082732589996905 0.00042572208106919526 -0.0012358075324899382 -0.0023261291643128447 0.0014464772917485828 0.0038376209295041849 -0.00091551909964542543 0.0031586972011666574 0.0025379744806803628 0.0011641468526771618 -0.00016477460046650027
leaf_weight=0.0012444140769171585 0.0016009382232989059 0.0012556821818689159 0.0015008084560078063 0.0012256275871840088 0.0010665567754928329 0.0010097091333759458 0.001318824591867101 0.0019075355773280163 0.0016226764160081073 0.0010522665773207152 0.0014684877926701249 0.0012681310645232778 0.0010795108392076536 0.0010071609543313986 0.001000148685583957 0.0014590115662688535 0.0010044979014448303 0.0010297696269336853
leaf_count=930 267 264 206 509 74 177 83 200 256 15 390 47 93 92 121 76 93 17
internal_value=0 5.861e-05 0.000152162 0.00027105 0.000130024 0.000274232 0.000107782 -0.000153511 9.77078e-05 -0.000268348 0.000169209 0.00101745 0.00171948 -0.000910474 0.00146787 0.00153128 0.000122937 0.000724419
internal_weight=0 0.0228773 0.0216217 0.0201209 0.0185199 0.0172943 0.0162846 0.013759 0.0124402 0.00981736 0.00790982 0.00442968 0.00337741 0.00348015 0.00262283 0.00252557 0.00201166 0.0022979
internal_count=3910 2980 2716 2510 2243 1734 1557 1407 1324 947 747 172 157 575 377 150 185 64
is_linear=0
shrinkage=0.0061288


Tree=1829
num_leaves=30
num_cat=0
split_feature=1213 1429 14 1456 4 11 480 50 484 38 124 150 40 13 47 48 12 52 52 15 42 133 3 42 48 47 2 52 484
split_gain=0.000720479 0.000708958 0.000627216 0.000478984 0.000421664 0.000504766 0.00031966 0.000418303 0.000341475 0.000330851 0.000416881 0.000461507 0.000385042 0.000439789 0.000449492 0.000429969 0.00034348 0.000341752 0.000425977 0.000355574 0.000223761 0.000500135 0.000317037 0.000345692 0.000217132 0.000182641 0.000163731 0.000155973 0.000135308
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.088315000000000018 1.0000000180025095e-35 0.10030500000000002 0.084225000000000008 1.0000000180025095e-35 -0.048219999999999992 -1.0000000180025095e-35 -0.062739999999999976 -0.098524999999999988 0.09550500000000002 0.090910000000000005 0.097145000000000023 -0.089799999999999977 -0.068164999999999989 -1.0000000180025095e-35 0.08401500000000002 0.0035300000000000006 -0.091594999999999982 -0.088669999999999985 0.10329000000000001 0.11603500000000001 0.099990000000000009 -0.07125999999999999 0.089280000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 10 -5 -12 -13 16 15 17 26 -15 -19 -20 22 -22 -21 -24 27 -16 -14 -17 -10
right_child=1 2 -4 4 -6 -7 -8 -9 28 -11 11 12 13 14 25 24 -18 18 19 20 21 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.00085117696193119587 -0.0010533554070173594 -0.00070414216216280266 -0.00089949347064447599 0.00077639218118150588 0.00090720075559427296 -0.00067589578924022421 -0.00059444450817131445 0.00075517636874580904 0.00095865282293316231 -0.00066926159564213684 -0.00066666773518701307 -0.00052767549882709033 0.00047883757241894018 -0.00087324211931561944 0.00086253606704781024 0.00026908174598983816 -6.3321715575425587e-05 0.00061840633457024797 -0.00068850684905727585 -0.00082091519936232187 0.00074541637498152949 -0.0004006452502943608 0.00053612933196085951 -0.00041779204553652832 -8.1023892765491891e-05 0.00019101224895901858 0.0011554891442264348 0.00098847780254365867 0.00029888647998299557
leaf_weight=0.0017456986561270029 0.0010487300871761243 0.0013087323946408677 0.0011788785312041852 0.0014578694168758738 0.001115632334679136 0.0014607781922073562 0.0010598831426310842 0.0018248879203676674 0.0010112164170792406 0.0010362322763594603 0.0014699677618867915 0.0015945697276415474 0.0011850083381492659 0.0010690652119486567 0.0014573173289345589 0.0010328772505943107 0.0010559746901250833 0.0012921705910922078 0.0019557968566433943 0.0011803598519515186 0.0015167397940345495 0.0011779273619589858 0.0011758128824852507 0.0015122091748323392 0.001138697651779097 0.0013665090327705798 0.0013121143039056538 0.0010667388372407336 0.0011645896086656116
leaf_count=592 181 287 111 163 179 83 244 230 107 60 96 99 49 172 71 24 21 50 198 89 76 165 53 244 23 41 64 26 112
internal_value=0 1.61911e-05 4.71947e-05 7.90816e-05 0.000109506 8.21868e-05 0.000117778 0.000142894 0.000103314 6.13741e-05 9.1637e-05 4.92648e-05 9.69064e-05 0.0001455 5.69803e-05 -3.9143e-05 0.000567588 -0.000164774 -8.75748e-05 -0.000194661 -4.74939e-05 0.000244435 -0.000250848 -5.21271e-07 0.000382951 0.000537572 0.000834384 0.000634581 0.000605516
internal_weight=0 0.0372273 0.0361786 0.0349997 0.0336909 0.0325753 0.0311145 0.0300547 0.0282298 0.026054 0.0250177 0.0235599 0.0220899 0.0204953 0.0169422 0.0141184 0.0035531 0.0108801 0.00981102 0.00851885 0.00656305 0.00269467 0.00386838 0.00268802 0.00323831 0.00282383 0.00249712 0.00209962 0.00217581
internal_count=3910 3318 3137 3026 2739 2560 2477 2233 2003 1784 1724 1561 1465 1366 1232 1120 134 1047 875 825 627 241 386 297 73 112 113 50 219
is_linear=0
shrinkage=0.00131955


Tree=1830
num_leaves=18
num_cat=0
split_feature=4 15 13 15 130 12 43 42 47 42 16 16 160 16 51 4 1
split_gain=0.000100359 0.000141046 0.000121849 0.000148615 0.000161674 0.000150552 0.000160497 0.00034312 0.000285775 0.000119261 0.00014935 0.000322056 0.000197307 0.000179707 0.000139569 0.000169223 9.44389e-05
threshold=0.27020000000000005 -0.13823999999999997 -0.45122499999999993 -0.106555 -0.082334999999999992 0.10129000000000001 -0.17307499999999998 0.092395000000000019 0.09550500000000002 -1.0000000180025095e-35 -0.004514999999999999 0.054425000000000008 -1.0000000180025095e-35 -0.072804999999999981 0.088715000000000002 -0.0025899999999999994 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8 12 -12 -11 14 15 -14 -2
right_child=16 2 3 4 5 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0023324664501684798 -9.8629284227882895e-05 0.001691526875391126 0.0018693944683446356 0.0018421529088673216 0.0013090506560706474 -0.0023269189980074829 -0.0024115331450652536 -0.0032290016960336079 0.0026966166435883755 -0.0031997808636441212 0.00314470663981216 -0.00075920187254184535 0.00078699565816454486 -0.0023231973150085712 0.0019532308488325986 -0.0021248042938895313 0.0018568380330078009
leaf_weight=0.0010051951830521112 0.0016652929285555498 0.0012741923977359583 0.0011382606102664462 0.0011140190272970743 0.0018710600531703864 0.0013962631520902822 0.0010153350874372519 0.0014573920641578761 0.0010752797099475306 0.0010047847918266363 0.0012095646803009143 0.0018623717906436354 0.0016214471490709741 0.0012267002004527046 0.0011821169212768989 0.0012090678499125929 0.0017658093940665816
leaf_count=213 137 44 79 124 104 371 557 446 95 442 176 330 200 132 70 55 335
internal_value=0 -0.00018017 -7.01133e-05 -0.000192215 -0.000328288 -0.000478177 -0.000302995 -0.000537465 -0.000193576 -0.000494384 -0.000285439 0.000777949 -0.000808597 -0.000350022 0.000253197 -0.000456793 0.000907748
internal_weight=0 0.0206631 0.0196579 0.0183837 0.0172454 0.0161314 0.0147351 0.0128641 0.0114067 0.0103314 0.00931605 0.00307194 0.00624412 0.00523933 0.00401263 0.00283051 0.0034311
internal_count=3910 3438 3225 3181 3102 2978 2607 2503 2057 1962 1405 506 899 457 325 255 472
is_linear=0
shrinkage=0.00589082


Tree=1831
num_leaves=30
num_cat=0
split_feature=1213 14 1456 133 133 123 130 1447 453 38 160 1374 52 1 0 2 3 42 160 1 42 48 4 0 3 13 0 13 4
split_gain=0.00052945 0.000525807 0.000462045 0.000408002 0.000576199 0.000609207 0.000409207 0.000377793 0.000378363 0.000388325 0.000462089 0.000450235 0.000452724 0.000422858 0.000440812 0.000518495 0.000462985 0.000392253 0.000684032 0.00067519 0.000397839 0.000326105 0.000284051 0.00026509 0.00047983 0.000247165 0.000217036 0.000188908 0.000167403
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 0.083745000000000014 -0.0015749999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.10117499999999999 -0.094679999999999986 -0.42985499999999993 0.11198000000000001 -0.230625 0.10393500000000001 -0.11266 0.088235000000000022 0.087825000000000014 0.092550000000000007 0.091955000000000023 0.11930500000000001 0.05309500000000001 -0.13506999999999997 -0.08348499999999999 -0.010739999999999998 -0.10303999999999998 -0.016579999999999998 -0.040469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 25 6 -6 -8 9 10 -9 -12 -13 14 -14 17 -17 18 19 22 -19 26 23 -16 -25 -5 -15 -7 -18
right_child=1 -3 3 4 5 27 7 8 -10 -11 11 12 13 21 15 16 28 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.0008578983555949921 -0.00078005451951300442 -0.00094057130912283873 -0.00081403000521766114 0.0011182369505662812 -0.00069716288135954966 0.0012958481230306647 -0.00080770875013372095 -0.00074634917414741014 -0.00069211528122395155 -0.00076239458405109851 -0.00048069027221725517 -0.00071232643392559402 0.0010188422523944071 0.0014717491754846527 0.00094274294223377548 0.00034540203332045883 -0.00033283479375478326 0.0013018852082109381 -0.00081883021297346373 -0.00045651116291328735 9.1041003799653298e-05 4.9284083860076087e-05 0.0011670452222910155 0.00069203531801152697 -0.0004262272639111026 0.00023267490033966961 0.00065680686522487364 0.00038529051780251467 -0.0011478044428251653
leaf_weight=0.001594742233553297 0.0014351769769577949 0.001229613611874957 0.001094076710255131 0.0016599947032578388 0.0017599841756519843 0.0010107050983025057 0.0011126352729505093 0.0012015257644653879 0.001347893340290617 0.0010675598708744507 0.0019779752182831336 0.0010091069272001275 0.0013416256955362934 0.001223073179084988 0.0013431933630272293 0.0012731345643235414 0.0010223998709317783 0.0014610559598713388 0.0013971007593953652 0.0019315725517818905 0.0010158458796620806 0.0011160293638567964 0.0013036602007039377 0.0017909903128435108 0.0016081807805450703 0.0011984848219199476 0.0017603070200821738 0.0010018968272946993 0.0012216489511145409
leaf_count=592 312 112 197 142 203 155 212 209 76 67 62 243 51 67 19 27 35 64 84 56 180 28 19 197 129 77 102 115 78
internal_value=0 1.57073e-05 4.69079e-05 7.96468e-05 0.000107457 5.08625e-05 -1.74756e-06 4.11571e-05 7.56096e-05 0.000115309 0.000152792 0.00019819 0.000259733 0.00030687 0.000201951 0.00013064 -0.000370399 0.000279332 0.00014037 0.000308352 0.000805285 0.000734555 0.000552709 0.00038383 0.000162974 0.000746944 0.000990902 0.000842562 -0.0007765
internal_weight=0 0.0389164 0.0376868 0.0362517 0.0351576 0.0322991 0.0302865 0.0285265 0.0274139 0.026066 0.0249984 0.0237969 0.0218189 0.0208098 0.0167104 0.0153688 0.00351718 0.0118516 0.0093747 0.0079776 0.0024769 0.00409941 0.00604602 0.00474236 0.00339917 0.00285848 0.00298338 0.0020126 0.00224405
internal_count=3910 3318 3206 2894 2697 2478 2208 2005 1793 1717 1650 1441 1379 1136 939 888 140 748 504 420 244 197 364 345 326 219 169 270 113
is_linear=0
shrinkage=0.00148603


Tree=1832
num_leaves=31
num_cat=0
split_feature=1213 14 1456 1374 453 457 11 16 13 0 3 2 1 2 2 151 4 0 16 42 131 2 3 16 12 1 15 52 52 47
split_gain=0.000597409 0.000506696 0.00034501 0.000313704 0.000317305 0.000337099 0.000336187 0.000433417 0.000328414 0.000301294 0.000657403 0.000581176 0.000351257 0.0010209 0.000505184 0.000436413 0.000487569 0.000435674 0.000492424 0.000343419 0.00032528 0.00033103 0.000669773 0.000302665 0.000734582 0.000517777 0.000298349 0.000282163 0.000191544 0.000167736
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.090240000000000015 0.086795000000000011 0.53894500000000012 0.088315000000000018 -0.5152199999999999 -0.5337599999999999 0.10302000000000001 -0.032959999999999996 0.106285 1.0000000180025095e-35 0.10393500000000001 0.099015000000000006 -0.087049999999999988 -0.23071499999999998 -0.084074999999999997 -0.089559999999999987 0.083815000000000014 0.098515000000000005 1.0000000180025095e-35 0.082730000000000012 -0.088144999999999987 1.0000000180025095e-35 0.095575000000000007 -0.095799999999999982 -0.080899999999999986 0.085110000000000019 0.086425000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 12 11 -11 13 14 17 -14 -17 19 -19 -10 21 23 -23 29 25 -25 -24 -28 -20 -18
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 -13 15 -15 -16 16 20 18 28 -21 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00090136036803526224 -0.00068055402929600149 -0.00087373160782380126 0.0008774787666313605 -0.00072460320163968573 -0.00069834767816537226 -0.00068047636150675135 -0.00047941074709475449 -0.00065426522770262174 -0.00091177219670980668 -0.00052285113687894206 0.0013710044717715564 0.0009015088536529209 0.001046704022149225 -0.001456965828971498 0.0010088215878841997 -0.00064107034629283749 0.0007820955213124393 0.0010990462980008061 0.00036808700839556827 5.9566090221100419e-05 0.0010372626919416996 0.0012195740648838329 -0.00028956232630222069 -0.00046003037184753692 -0.0011157174690253052 0.00077790446802296386 -0.00014826218534752465 0.00083600205350675845 -0.00048485159243413778 -2.9431002607024002e-05
leaf_weight=0.0015864558310736956 0.0013545658013765357 0.0013289287762024973 0.0017630719702924824 0.001029610408498415 0.0010487435564305861 0.0010946319770823712 0.0017557830024923496 0.0010808862307607461 0.0017495384506317404 0.001388135825085457 0.0013315827408884031 0.0010819304236706628 0.0012807543854211892 0.0010813429773512961 0.0010228323854936106 0.0014541966355916544 0.001137090775998017 0.0010508876539738754 0.0010020957775940965 0.0013835066616799119 0.0010208807702435105 0.001645762157107572 0.0019834590991425483 0.001440197847870194 0.0014507644725270108 0.0014283969418018572 0.001001057951814488 0.0016164321761928946 0.001263398244158942 0.0010305381981945416
leaf_count=592 312 112 137 70 66 15 113 27 249 45 47 38 93 212 77 104 91 29 170 299 96 170 67 35 283 52 30 47 192 40
internal_value=0 1.05296e-05 4.14765e-05 6.81861e-05 9.11227e-05 0.000115094 0.000141133 0.000175515 0.000134159 0.000163704 0.000545865 0.000101042 0.00010569 -0.000133876 5.7594e-05 0.00022996 0.00016118 -9.32639e-05 0.000274779 -0.000482843 0.000245998 0.000182561 0.000421936 -4.7948e-05 -0.000270879 0.000156391 0.000136621 0.000459571 -0.000107571 0.000396278
internal_weight=0 0.039301 0.0379721 0.0366175 0.0355879 0.0345392 0.0334445 0.0316887 0.0299257 0.0288448 0.00380165 0.00247007 0.0250431 0.0085536 0.00747226 0.0164895 0.0152088 0.00644943 0.00331638 0.00313305 0.0137546 0.0127337 0.00624671 0.00648699 0.00431936 0.00286859 0.00460095 0.00261749 0.00226549 0.00216763
internal_count=3910 3318 3206 2894 2824 2758 2743 2630 2493 2466 130 83 2336 1228 1016 1108 1015 939 391 548 911 815 314 501 370 87 144 77 362 131
is_linear=0
shrinkage=0.00145689


Tree=1833
num_leaves=31
num_cat=0
split_feature=14 1429 4 480 1213 133 133 123 130 0 2 159 1 3 457 1374 16 16 0 48 13 51 16 4 1 16 43 48 1 2
split_gain=0.000580911 0.000609551 0.000549585 0.000621515 0.000500586 0.00039102 0.000481985 0.000646304 0.000497795 0.000458228 0.000542512 0.000609797 0.00044295 0.000398701 0.00054978 0.000561167 0.000415557 0.000334231 0.000319319 0.000268348 0.000504019 0.00040667 0.000345724 0.000310663 0.000266992 0.000265077 0.000245928 0.000144819 0.000244724 0.000138773
threshold=0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.081334999999999977 -0.26719999999999994 -0.085714999999999986 1.0000000180025095e-35 -0.0015749999999999998 0.18055000000000002 0.11230000000000001 0.097495000000000012 0.11235500000000002 0.10420500000000001 -0.067474999999999993 -0.094679999999999986 0.22945500000000005 -0.083144999999999983 -0.18087499999999998 0.086870000000000017 -0.077944999999999987 -0.0032349999999999996 -0.055679999999999993 -0.025214999999999998 0.087480000000000016 -0.097709999999999977 -0.082094999999999987 0.084260000000000015 0.076710000000000014 0.091985000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 24 8 -8 10 11 13 -12 14 -10 -16 -15 25 -14 20 -19 -22 -23 -24 -7 27 -9 28 -17 -21
right_child=-2 2 -4 -5 5 6 7 26 9 -11 12 -13 18 16 15 17 -18 19 -20 29 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012701893147994965 -0.0011742073245706998 -0.0011407444277555135 0.0011865735926456019 -0.0013197948102843878 -0.00096608065780385665 0.00032268360648249578 -0.00088451966404128079 0.00033188418611843393 -0.0011118828503768993 0.0011249953135784401 -0.0011207966972537763 -0.0012040267167202064 -0.0007493578917643442 0.0011130645420860182 -0.00089651846459994262 6.1047883121797519e-05 -0.0001128716613715682 -0.0011719576413252585 0.00042405548707503894 0.00099403438926898421 0.0007589649877118137 0.0002450763764452922 -5.7112535100536043e-05 -0.0013870534458948667 0.0013661318909919237 0.0012177775778985152 0.0013803005258774125 -0.00018516057603392075 0.00094040780518820657 0.00010790145362843208
leaf_weight=0.001066637370680106 0.0012581568276824875 0.0010217912590395608 0.0011767397520328479 0.0010088746424587935 0.0010305717811561746 0.0016891562624255499 0.0018606077510769916 0.0013027966874827879 0.0011061794551228679 0.0010657134514645552 0.0021114904051442998 0.0010038024974700068 0.001187665094107615 0.0022878710064347932 0.0014186811786576206 0.0017917448649117929 0.0012435805315220705 0.0011489964465279928 0.0015677232580736389 0.0010582956516531072 0.0017347838355414877 0.0022223619294545627 0.0010157223716935615 0.0010315165504008175 0.0012383432000251382 0.0013031483009516712 0.0013049006762951834 0.0011282656028422933 0.001900026434130897 0.0010029846011212484
leaf_count=180 126 372 180 224 200 164 194 113 179 16 181 172 38 70 51 82 23 217 110 61 124 255 116 52 47 124 114 35 55 35
internal_value=0 3.32988e-06 3.73198e-05 2.45366e-06 3.77641e-05 7.0525e-05 0.000100427 4.11933e-05 -2.92284e-05 2.69428e-05 -1.59773e-05 9.62641e-05 -0.000532525 0.000157273 5.36616e-05 0.000130605 0.000681358 0.000225609 -8.17252e-05 2.02004e-05 -0.000136169 6.20396e-05 -0.000221129 -0.000727213 0.000764066 0.000534724 0.000856515 0.000350054 0.000513624 0.000562857
internal_weight=0 0.041031 0.0399643 0.0387876 0.0377787 0.0367569 0.0357264 0.0327989 0.0301912 0.0283306 0.0272648 0.022398 0.00486688 0.0213942 0.0178627 0.0167565 0.00353145 0.0153378 0.00275539 0.00921466 0.00715338 0.00600438 0.0042696 0.00204724 0.0029275 0.00612319 0.0026077 0.00482004 0.00369177 0.00206128
internal_count=3910 3784 3604 3424 3200 2828 2628 2417 2190 1996 1980 1651 329 1479 1386 1207 93 1156 148 860 764 547 423 168 211 296 227 172 137 96
is_linear=0
shrinkage=0.00170698


Tree=1834
num_leaves=31
num_cat=0
split_feature=1213 14 1456 133 133 123 124 3 1374 130 49 151 151 151 49 43 4 52 16 2 48 160 0 47 4 16 13 13 4 16
split_gain=0.000676415 0.000618464 0.000401415 0.000345197 0.000621174 0.000584057 0.00052904 0.00052793 0.000395845 0.000416271 0.00040384 0.000496553 0.000459685 0.000440085 0.000735777 0.000552149 0.000457066 0.000371458 0.0010273 0.000504261 0.000793915 0.00060698 0.000377958 0.000333382 0.000594823 0.000311916 0.000307611 0.000281247 0.000139404 0.000135388
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 1.0000000180025095e-35 -0.013479999999999999 0.24227500000000002 0.086000000000000007 -0.0015749999999999998 -0.085974999999999982 0.085710000000000022 -0.090394999999999989 0.056555000000000001 -0.047309999999999998 -0.18906999999999999 -0.49269499999999994 0.10898500000000001 -0.074204999999999979 0.099015000000000006 0.084500000000000006 -1.0000000180025095e-35 -0.14534499999999997 0.09550500000000002 -0.078094999999999984 -0.095609999999999987 -0.00059999999999999995 -0.010739999999999998 0.05309500000000001 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 27 6 -6 8 9 -8 11 -11 25 14 -14 29 -17 19 -19 20 22 -21 -18 24 -24 -12 -7 -5 -26 -16
right_child=1 -3 3 4 5 26 7 -9 -10 10 12 -13 13 -15 15 16 17 18 -20 21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0010099549752945408 -0.00077943629814424724 -0.001094669787636724 -0.00083846627734831896 0.0012094571528280596 -0.0010003826243026584 0.0012240194433265419 -0.00071675221327418962 0.0011659926633461755 -0.00099590177338472756 -0.0010417676496997672 -0.0012097940456180971 0.00032887177413463704 0.001195817789325948 -0.0005456192188588977 0.00055489422971857869 -0.00097567828337898023 0.0011120670741146259 0.00053596516913021386 -0.001608681727345494 -0.00024639051335002344 -0.0012737322064526361 0.0011960838054099431 0.00057625972110748923 0.00076366748010341741 -0.0010509261702838562 5.2016891268980586e-05 8.8489303750923163e-05 0.00024016770179721754 -0.00030085341372106393 0.0013757497568309149
leaf_weight=0.0017545452320692758 0.0014665259841076935 0.0012694235525777522 0.0010333395658008162 0.001777496825598579 0.0013655574518112159 0.0015604578087449889 0.0018507715091713997 0.0010109959397854853 0.0010297948779610646 0.001720454313135277 0.001025408630209057 0.0011350496115887232 0.0020609948605702635 0.0017910906433655773 0.0010711944325891834 0.0010107369036176242 0.0010725516557670185 0.0012695382834542746 0.0010607236995163203 0.0010783288181408501 0.0010393498137988288 0.0025154258813175354 0.0017572957102265259 0.0013695681211398636 0.0011583598333643613 0.0010023760232557013 0.0010211884227486956 0.0013726456045848176 0.0014356879243114795 0.0010101180764365836
leaf_count=592 312 112 197 142 61 246 192 113 87 78 43 41 61 51 58 124 16 79 174 59 67 170 225 47 257 120 43 77 51 15
internal_value=0 1.02724e-05 4.61702e-05 7.83661e-05 0.00010427 3.99133e-05 -2.16064e-05 2.37384e-05 -1.68315e-05 1.99187e-05 7.32097e-05 -0.000496945 0.00014484 0.000216436 0.000288616 0.000177645 6.83284e-05 0.000145033 -0.000440267 0.000264396 3.55131e-05 0.00076326 0.000235818 7.15395e-05 -0.000146305 -0.000586055 0.000774852 0.000787098 -0.000635795 0.000953278
internal_weight=0 0.0403425 0.039073 0.0376065 0.0365732 0.033423 0.0308414 0.0294758 0.0284648 0.027435 0.0255843 0.0028555 0.0227287 0.020701 0.0189099 0.0168489 0.0147676 0.0137568 0.00233026 0.0114266 0.00783281 0.00359375 0.00679346 0.00572091 0.00435134 0.00202778 0.00258165 0.00315014 0.00259405 0.00208131
internal_count=3910 3318 3206 2894 2697 2478 2189 2128 2015 1928 1736 119 1617 1454 1403 1342 1269 1145 253 892 663 229 596 580 533 163 289 219 308 73
is_linear=0
shrinkage=0.00160853


Tree=1835
num_leaves=18
num_cat=0
split_feature=150 151 484 403 151 42 43 16 42 0 48 13 13 457 13 16 1
split_gain=9.6802e-05 0.000185892 0.00016108 0.000155792 0.000175948 0.000169237 0.000263919 0.000371619 0.000186601 0.000192536 0.000150702 0.00017653 0.000328438 0.000143958 0.000114738 0.000114681 0.000102112
threshold=0.083205000000000015 0.056555000000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.03268999999999999 -0.11145999999999999 -0.074254999999999988 0.24895000000000003 0.092145000000000019 -0.077944999999999987 0.084670000000000009 -0.09547499999999999 -1.0000000180025095e-35 0.088175000000000017 -0.0097449999999999985 -0.073459999999999984 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 -4 -5 -6 8 10 9 -7 11 -8 -13 14 -2 -14 -17
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12 12 15 -15 -16 16 -18
leaf_value=-0.0023759669728679435 0.0021005571505666567 -0.0011169038682800581 -0.0024272605676212053 -0.0018825502054783693 -0.0020527485764629625 0.001208605267108989 0.0024124208573197267 -0.0032704838855572497 -3.630415157684119e-05 0.004329864889804835 -0.0012381647559219489 -0.0029349165091810941 0.0022951047777833009 0.0034177869161748711 -0.0007786823013096484 0.0015331831108772822 -0.0010196481982407603
leaf_weight=0.0012672308314952445 0.0010767350606075698 0.0014132269351437854 0.0010380845247064665 0.0016460896970404973 0.0011455383292996143 0.0018159410272521465 0.0018359875353363949 0.0012886256112654157 0.0016921670728739652 0.0013439032942096458 0.0018969461655069242 0.0010656098754098934 0.0015592711995520148 0.0011168692312537448 0.0010868505617672016 0.0011143103481656823 0.0013592522346355107
leaf_count=580 181 106 829 196 121 298 173 223 164 138 145 355 78 106 111 63 43
internal_value=0 0.000778539 -0.000218696 -7.32963e-05 6.42664e-05 0.000263095 0.000440285 -0.000134416 0.00163896 0.0025361 0.000323182 0.000750295 0.000151752 0.0015951 0.000654207 0.000967353 0.000130372
internal_weight=0 0.00469368 0.020069 0.0188017 0.0177636 0.0161176 0.014972 0.01012 0.00485201 0.00315984 0.00883138 0.00693443 0.00509844 0.00328045 0.00216359 0.00403283 0.00247356
internal_count=3910 504 3406 2826 1997 1801 1680 1080 600 436 857 712 539 398 292 184 106
is_linear=0
shrinkage=0.00625138


Tree=1836
num_leaves=18
num_cat=0
split_feature=1 15 49 15 3 12 4 51 13 3 49 3 16 0 3 13 4
split_gain=0.000110124 0.000194463 0.000227024 0.000237323 0.000258628 0.000435631 0.0003241 0.000117877 0.000111309 0.000198771 0.00020139 0.000224563 0.000159259 0.000142947 0.000148945 0.000186772 0.000117308
threshold=0.094385000000000011 0.035895000000000003 -0.045004999999999996 -0.017214999999999998 0.090325000000000003 0.090840000000000018 0.26048500000000002 0.089355000000000004 0.17936000000000002 -0.12008499999999998 -0.085974999999999982 0.084925000000000014 0.20277000000000003 -0.10209999999999998 -0.078884999999999997 -0.014114999999999997 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -6 8 9 -1 -11 13 -13 -12 15 -15 -16
right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 11 12 -14 14 16 -17 -18
leaf_value=0.0015790674420658026 0.0025306335205274406 -0.0013196184682826718 0.0028663092632942927 0.0026163070239265448 -0.0029612969203240947 -0.00073967663924433605 0.0004333088424856093 -0.0019850608833071885 -0.0018158207852105028 -0.0023970399662081453 -0.0021309277730928874 0.0020580605465104576 -0.00042898347573017723 -0.0025583719261818437 -0.00030480759477408115 0.00020994010849217175 0.0019901615102947833
leaf_weight=0.0016941736831794811 0.0014368079058222358 0.0015227554885752512 0.0015994708119545483 0.0010127052177628919 0.001401685102276784 0.0019617353842454333 0.0015661859088972468 0.0010354712688440586 0.0010164568612218714 0.0010937343688659949 0.0012955700545278538 0.0017891990497265198 0.0010894849356901659 0.001193126150306912 0.0013262427792230698 0.0013849825326808715 0.0010491336210960572
leaf_count=137 212 201 234 148 66 196 138 272 120 100 143 61 46 898 356 457 125
internal_value=0 0.000374951 0.000662347 0.000306415 -5.18657e-05 0.000879906 -0.00116992 -0.000320138 -0.000186827 -4.78672e-05 -0.000317526 -6.83475e-05 0.0011168 -0.000614296 -0.000217625 -0.00107121 0.000708812
internal_weight=0 0.0105013 0.00897859 0.00754178 0.00652908 0.00356121 0.00296787 0.0139676 0.0129321 0.0119156 0.0102215 0.00912774 0.00287868 0.00624906 0.00495349 0.00257811 0.00237538
internal_count=3910 1195 994 782 634 430 204 2715 2443 2323 2186 2086 107 1979 1836 1355 481
is_linear=0
shrinkage=0.00512831


Tree=1837
num_leaves=31
num_cat=0
split_feature=14 1429 4 480 1213 133 133 130 1374 52 49 49 4 1 42 12 15 159 13 1186 133 151 51 13 4 47 2 15 3 2
split_gain=0.000668176 0.000574917 0.000532886 0.000524845 0.000477076 0.000445356 0.000522389 0.000682207 0.000465807 0.000556262 0.000856256 0.000565434 0.000459072 0.000450345 0.000415692 0.00040511 0.000435419 0.000515229 0.000619275 0.000361738 0.000429911 0.000356471 0.000436159 0.000356332 0.000330853 0.000524113 0.000276251 0.000227634 0.000210584 0.000203252
threshold=0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.08456000000000001 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 -0.094679999999999986 0.11588000000000002 0.13725000000000001 0.14121000000000003 0.25367000000000006 0.088385000000000005 0.086635000000000004 0.10595000000000002 -0.10312999999999999 0.09141500000000001 -0.09602999999999999 0.083980000000000013 -0.16268499999999997 -0.0074049999999999993 0.083165000000000017 -0.077944999999999987 -0.0017649999999999999 0.09550500000000002 0.099370000000000014 -0.106555 -0.082204999999999986 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 19 13 -9 11 14 12 15 -8 -11 16 -10 18 -18 20 -7 -20 23 -23 26 -26 28 29 -25 -14
right_child=-2 2 -4 -5 5 6 7 8 9 10 -12 -13 27 -15 -16 -17 17 -19 21 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011850482686221778 -0.001112180263464333 -0.00081370628259064379 0.0010690281528228424 -0.0011308145176592826 -0.00095757899202751227 0.0010545612160217312 -0.0016007623890443904 -0.00058800735220464531 -0.00046137292383160381 -0.0010604306377726528 0.00089097082992299083 -0.00091204463782023953 0.00060955922479297435 -8.6778436358764838e-05 3.9700298072995054e-05 -0.00062687981767005265 0.0012017719291577363 -0.00070230808845325266 0.00081483802393727948 0.0014992643872375436 -0.00041077676045403905 -0.00051351312246367955 -0.00068941665946647219 0.0004836054926529651 -0.00058307420261637132 0.00070858846701803656 3.193262044438511e-05 0.00031064704433954521 0.0013145074292909963 0.0015633648805178997
leaf_weight=0.0010099475844660413 0.0014074206857490603 0.0016229663456380208 0.001270255763493113 0.0010155050116471961 0.001047135924808428 0.0010681608753397853 0.0010322692256438106 0.0023205678739692806 0.0018491857594342539 0.0025768220295449553 0.0011611731761954625 0.0010172347900780912 0.0010451384837990435 0.0010015780504262217 0.0013564721935497293 0.0013753515127529472 0.002331093107933664 0.0010977193290696565 0.0027510758386954963 0.0010592605788879439 0.0010058500568449471 0.0012229464623652025 0.0013495406320036549 0.0013953880297770012 0.0017006884741918877 0.0015568566923391813 0.0011402720392128529 0.001365943608521907 0.0018166244083127614 0.0012934648605718302
leaf_count=180 126 567 180 250 188 34 115 66 99 131 30 73 50 65 222 86 66 184 194 22 128 173 79 155 73 17 80 95 112 70
internal_value=0 1.41825e-05 4.31254e-05 1.10091e-05 4.03192e-05 7.68541e-05 0.000106216 4.79011e-05 0.0001058 0.000160557 -0.000322726 0.000261841 0.00031311 -0.000855194 -0.000681029 0.0002149 0.000278472 0.000362086 0.00043863 0.000734495 0.000343904 0.000301083 0.000162276 0.000292404 0.00042192 3.42415e-05 0.000712085 0.000832371 0.00095354 0.0011371
internal_weight=0 0.0428565 0.0418465 0.0405763 0.0395608 0.0379378 0.0368907 0.0337574 0.0317236 0.029403 0.00509447 0.0243085 0.0232913 0.00203385 0.00393329 0.0195867 0.0182114 0.0163622 0.0152645 0.00313327 0.00207401 0.0129334 0.0101823 0.00883278 0.00760983 0.00325755 0.00435228 0.00370455 0.00321201 0.0023386
internal_count=3910 3784 3604 3424 3174 2607 2419 2235 2055 1989 383 1606 1533 180 353 1318 1232 1133 949 184 162 883 689 610 437 90 347 215 267 120
is_linear=0
shrinkage=0.00160853


Tree=1838
num_leaves=31
num_cat=0
split_feature=14 1213 1456 3 457 39 42 1374 453 130 16 160 12 12 159 49 49 16 160 47 16 43 1 2 2 16 12 52 160 42
split_gain=0.000649712 0.000554944 0.000433184 0.000375728 0.00032878 0.000378039 0.000325942 0.000347435 0.000298527 0.000309738 0.000295981 0.000536676 0.000677566 0.000613463 0.00048019 0.00029468 0.000379482 0.000450847 0.000354778 0.000308184 0.00029892 0.000373065 0.00028687 0.000652737 0.000634669 0.000417251 0.000748126 0.000156897 9.44141e-05 2.24964e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30601500000000009 0.53894500000000012 0.13419 -0.11403999999999999 0.086000000000000007 1.0000000180025095e-35 -0.084569999999999992 -0.15168999999999996 0.086620000000000016 0.090840000000000018 0.098355000000000012 -0.034019999999999988 -0.085974999999999982 -0.047309999999999998 -0.089864999999999987 -0.081069999999999989 0.09550500000000002 -0.083144999999999983 -0.17307499999999998 0.095575000000000007 0.11230000000000001 0.079395000000000007 0.15737500000000001 0.093125000000000013 0.087465000000000015 0.086620000000000016 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 11 12 27 -14 -12 -16 28 -18 -19 20 -20 -22 24 -24 -23 -26 -27 29 -17 -11
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 14 -13 13 -15 15 16 17 18 19 -21 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00082370080971770436 -0.0010183527845181975 -0.00075291275393187288 -0.00068363759170065772 0.00086343367434230144 -0.00075887903298091635 0.00093592614437588691 -0.00050154163664205796 -0.00076082030959022493 -0.00058233429285871633 0.0011207191280572545 -0.0007217883788093719 -0.00054894198306037979 -0.00059811473711723624 0.00072913097951879413 -0.00042213386323603787 0.00047441007578732664 -0.0007973152731731919 0.00080291685917827722 0.00062506390762006475 0.00064327695635935198 0.00058549341425624311 -0.0014251940068944152 0.00079351817251797506 -0.00072827179948662421 0.00054574297350525177 -0.0014570413901539305 0.00018806547206704993 0.00058164159550907731 0.0010926840975567945 0.0014141879793414002
leaf_weight=0.0015876830130334132 0.0013238098392266409 0.0013537865430037826 0.0012215185272055193 0.0012746197518141702 0.0010151499800485899 0.0010670819011000523 0.0015032514453202075 0.0010007648042067987 0.001259827839923843 0.0010993147184360638 0.0014473705627975333 0.0010202312836942173 0.001432353439035694 0.00152734664684262 0.0017350535473079623 0.0010327796251075041 0.001043236800671519 0.0017799403961309143 0.001409240591804241 0.001900338121825663 0.0014122335594173325 0.0010800279671688024 0.0014555907804009727 0.0010157091583363753 0.0012092118220881076 0.0010118755523172984 0.001396476747790476 0.0010344339175998307 0.0010646603055668447 0.0011185574912548207
leaf_count=578 126 312 133 161 14 48 90 90 75 80 325 56 37 46 106 88 178 184 92 97 38 145 161 61 267 68 80 51 41 82
internal_value=0 1.96875e-05 5.5954e-05 8.67409e-05 5.78728e-05 8.27877e-05 5.45253e-05 8.36213e-05 0.000111801 0.00014224 0.000177786 0.000430354 0.000591189 8.68075e-05 8.64258e-05 0.000149499 0.000208496 0.000125854 0.000196303 0.000105498 3.20291e-06 -9.89226e-05 -0.000233749 0.000168059 -0.000445131 -0.000152533 -0.000503131 0.00105019 0.000788246 0.00126873
internal_weight=0 0.0385097 0.036922 0.0355682 0.0342936 0.0332784 0.0322113 0.0309898 0.0299891 0.0287292 0.027226 0.00723224 0.00621201 0.0029597 0.0199937 0.0185464 0.0168113 0.0147139 0.0136706 0.0118907 0.00999037 0.00858113 0.00716889 0.0024713 0.00469759 0.00361756 0.00240835 0.00325231 0.00209744 0.00221787
internal_count=3910 3784 3206 2894 2733 2719 2671 2538 2448 2373 2283 352 296 83 1931 1606 1500 1371 1193 1009 912 820 782 222 560 415 148 213 129 162
is_linear=0
shrinkage=0.00145689


Tree=1839
num_leaves=20
num_cat=0
split_feature=1 159 0 2 42 2 49 150 15 47 42 12 3 42 42 51 4 4 1
split_gain=0.000105703 0.000152221 0.000107535 0.000180096 0.000158223 0.000181464 0.000141761 0.000158879 0.000193763 0.000196245 0.000172355 0.000220618 0.000214125 0.000213483 9.52609e-05 0.000147285 0.000230752 0.000342281 0.000219549
threshold=0.10420500000000001 0.073745000000000019 0.18055000000000002 0.10705000000000002 0.092395000000000019 0.099015000000000006 -0.084114999999999981 0.083205000000000015 -0.10312999999999999 0.085165000000000018 -0.087904999999999983 0.084100000000000022 -0.010319999999999998 0.084545000000000023 0.097255000000000022 0.12342500000000002 0.053925000000000008 0.24280000000000004 0.11368000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 4 5 6 -1 8 -8 10 -10 12 -12 -13 15 16 -2 -18 -19
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 11 13 -14 -15 -16 -17 17 18 -20
leaf_value=-0.0029107263400226431 0.0028946751742043846 0.003046591886241103 0.0017601113958562132 -0.0029132099098259324 -0.0029642867101295723 0.0020182418896053786 -0.0034368138020114732 0.001767088646545613 0.0016940452079436175 0.0025425794755951771 0.0026073894050903591 -0.0052653991856122431 -0.0018895764419195051 -0.0006934722217743221 0.0021637432879885567 -0.0024153254352156359 -0.0034763105005950665 -0.00097877753039137243 0.0034186070846773603
leaf_weight=0.0010534670422793777 0.0014040713296833429 0.0011514281898113987 0.0011354449361036236 0.0014764672064068044 0.0010390678419440165 0.0018646260630074693 0.0010604460117082408 0.0018305900324331326 0.0012108862357544268 0.0011669340989575172 0.0010292962700039349 0.0010779819548800626 0.0011627758641159485 0.0010297045880937328 0.00112250785997315 0.0011613169762121345 0.0013065372971716727 0.0012330477450373106 0.0011147527365753043
leaf_count=120 173 232 36 341 442 210 184 144 318 99 172 421 98 445 114 71 46 79 165
internal_value=0 0.000619075 -0.000370611 -0.000531875 -0.00027193 -4.78881e-05 -0.000410582 -0.000135325 -0.000585381 -0.000132553 -0.00069904 -0.00137297 0.000221992 -0.0030318 0.000238386 -0.000109094 0.000420374 -0.000530303 0.00110913
internal_weight=0 0.00849366 0.0161377 0.0150022 0.0135258 0.0124867 0.0106221 0.00956862 0.00773803 0.00667758 0.00551064 0.00429976 0.00219207 0.00210769 0.00734223 0.00621973 0.00505841 0.00365434 0.0023478
internal_count=3910 880 3030 2994 2653 2211 2001 1881 1737 1553 1454 1136 270 866 648 534 463 290 244
is_linear=0
shrinkage=0.00718087


Tree=1840
num_leaves=31
num_cat=0
split_feature=1213 14 1429 4 480 133 133 130 52 123 124 1 1186 1 49 47 4 51 484 159 1 151 3 4 4 0 2 160 1 457
split_gain=0.000643974 0.00064834 0.000570225 0.000597456 0.000767101 0.000519953 0.000519515 0.000634458 0.000719242 0.000864958 0.000595163 0.000560157 0.000464965 0.000764478 0.000453957 0.000558469 0.00051222 0.000375911 0.000365006 0.000403083 0.000406868 0.000353272 0.000651906 0.000613991 0.000625978 0.000311674 0.0004054 0.000293509 0.00022109 0.000208508
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.51060500000000009 0.086640000000000009 -0.26719999999999994 -0.085714999999999986 -0.0015749999999999998 0.16064500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.088385000000000005 0.085080000000000003 1.0000000180025095e-35 0.15019500000000002 0.12132000000000003 0.25367000000000006 -0.097124999999999989 0.084750000000000006 1.0000000180025095e-35 0.083930000000000018 0.056555000000000001 0.090325000000000003 -0.078094999999999984 0.05309500000000001 -0.089879999999999974 0.10488500000000002 -1.0000000180025095e-35 0.10937500000000001 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 12 11 9 10 -9 -8 13 -7 15 16 17 -12 19 20 25 22 23 -22 -25 -19 29 -10 -18 -27
right_child=1 -3 3 -5 -6 6 7 8 27 -11 14 -13 -14 -15 -16 -17 28 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00095262814280876651 -0.001112242863516764 -0.0010795304518683624 -0.00096495040347605086 0.0011279281139574846 -0.001195638779602308 -0.00074124060522505334 -0.001569693698257226 -0.00097867186871655179 -0.0010205342298861622 0.0011153538012746605 -0.00079491524774982867 3.8310632892182934e-05 0.0015454414531470958 0.0010740853969811418 -0.00080850012835923457 0.0012013281507942456 0.00038764961279688669 -0.00018483242876428502 0.00082621233933959646 -0.00089033545173222044 0.00072867005008377768 -0.00074245614190454341 0.00075770096237518338 -0.0012942266888910196 4.6081109551332762e-05 0.00060948611996320323 -0.00010762355669277793 -3.7641508506771875e-05 0.0012097909683773697 0.0014321282074561349
leaf_weight=0.0017718912271234002 0.0010245391044488841 0.0013017393933893997 0.0011441093203286004 0.0013071563969325036 0.0012031677340657567 0.0010031025803340079 0.0010869781264986047 0.0011978273868494807 0.0018128558523647365 0.0022996284938714686 0.0012248941596167398 0.0010682064947336034 0.0010966835641212924 0.0013578621296388427 0.0011545931185210625 0.0013196432951936279 0.002053146027078733 0.001931616922382624 0.0016040802849008875 0.001085796292668916 0.0010936917304080751 0.0018633233105020963 0.0021153593722544883 0.0017395803428241763 0.0017267656157287092 0.0031150488192451956 0.0016764888013973689 0.001295478215542544 0.0013472128598879807 0.0010161786309499377
leaf_count=592 180 112 190 179 216 119 115 42 249 211 191 65 19 49 67 24 74 90 143 184 85 35 49 128 19 282 44 67 73 17
internal_value=0 1.69122e-05 5.01318e-05 7.85268e-05 4.4768e-05 8.26177e-05 0.000113922 5.60421e-05 0.000110707 0.000186573 0.000108237 -0.000772694 0.000696942 0.000302808 0.000158181 0.000202983 0.000147142 5.17905e-05 0.000106468 3.99781e-05 0.000102033 -0.000135328 3.41418e-05 -0.000301511 -0.00062655 0.00036391 0.000546419 -0.000610888 0.00071338 0.000811835
internal_weight=0 0.0442668 0.042965 0.0419405 0.0406333 0.0394302 0.038286 0.0348284 0.0326732 0.0295649 0.0272652 0.00215518 0.00345765 0.00236096 0.0260674 0.0249128 0.0235932 0.0201928 0.0189679 0.0173638 0.0162781 0.00853872 0.0066754 0.00456004 0.00346635 0.00773933 0.00580772 0.00310833 0.00340036 0.00413123
internal_count=3910 3318 3206 3026 2847 2631 2441 2254 2074 1758 1547 180 187 168 1505 1438 1414 1267 1076 933 749 316 281 232 147 433 343 316 147 299
is_linear=0
shrinkage=0.00157699


Tree=1841
num_leaves=19
num_cat=0
split_feature=1 151 15 131 16 151 150 11 4 4 12 3 3 133 42 13 151 1
split_gain=0.000110613 0.0001987 0.000258887 0.000159666 0.000153998 0.00014757 0.000265145 0.000167286 0.000173905 0.000185906 0.000161838 0.000158732 0.000262158 0.000191164 0.000202537 0.000148502 0.000327429 0.000121048
threshold=0.12730000000000002 0.087190000000000017 0.091915000000000011 0.089305000000000009 -0.061204999999999989 0.056555000000000001 0.09833500000000002 0.08184000000000001 -1.0000000180025095e-35 -0.0037349999999999992 -1.0000000180025095e-35 0.10420500000000001 -0.078669999999999976 1.0000000180025095e-35 0.08622500000000001 -0.082014999999999991 -1.0000000180025095e-35 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 7 8 9 10 -1 12 13 14 -12 -10 -17 -18
right_child=4 -3 -4 -5 -6 -7 -8 -9 15 -11 11 -13 -14 -15 -16 16 17 -19
leaf_value=0.0026485222351843229 0.0030543995813074798 0.0022449646467957796 -0.0030021501519352321 -0.0022444934711884136 4.3420658528488555e-06 -0.0022920777205915209 0.0030422476401637507 -0.0025140822246847746 0.00082974832100837954 0.0031376146001861052 -0.0002662288371711915 0.002046189627822821 -0.0030134443534249075 -0.0019245153919455347 0.0031674668357838309 -0.0045047197049801384 -0.0017728008270738184 0.00082078333224998681
leaf_weight=0.00105722814932235 0.0010791021621472108 0.001291749406790276 0.0013785194654578189 0.0013618342846171963 0.0017887050980768251 0.0010542831840547598 0.0012099741030060359 0.0010503371685000049 0.0017101303147251945 0.0011021485123820784 0.0016764702451428186 0.0012066202355356381 0.0012925710194800592 0.0011369600470885546 0.001197236500073362 0.0010340423126171672 0.001321523358404496 0.0016391966984113382
leaf_count=126 213 118 574 363 132 43 164 162 210 93 409 46 173 471 172 73 273 95
internal_value=0 -0.000180375 -0.000333732 -0.000140642 0.00115202 2.13311e-05 0.000167954 -5.75204e-05 0.000121984 0.000690935 0.000334575 -4.12193e-05 -0.000516157 0.000288676 0.00116431 -0.000742602 -0.00141571 -0.000336868
internal_weight=0 0.0217208 0.0204291 0.0190506 0.00286781 0.0176887 0.0166344 0.0154245 0.0143741 0.00866923 0.00756709 0.00650986 0.00530324 0.00401067 0.00287371 0.00570489 0.00399476 0.00296072
internal_count=3910 3565 3447 2873 345 2510 2467 2303 2141 1490 1397 1271 1225 1052 581 651 441 368
is_linear=0
shrinkage=0.00637641


Tree=1842
num_leaves=19
num_cat=0
split_feature=4 0 43 3 1 48 2 160 14 0 49 133 160 3 47 16 16 12
split_gain=0.000103247 0.000193641 0.000181799 0.000144511 0.000118855 0.000195142 0.000163318 0.000194891 0.000185173 0.000390622 0.000182688 0.000113893 0.00011272 0.000143277 0.000214192 0.000176282 0.000107552 7.34833e-05
threshold=-0.51381999999999983 -0.017269999999999997 -0.24333999999999997 -0.046444999999999993 0.13607500000000003 0.12649500000000002 0.097940000000000013 0.094340000000000021 -0.13131999999999996 -0.17106499999999999 -0.0019649999999999997 -0.090054999999999982 -0.082234999999999989 -0.08348499999999999 0.09550500000000002 -0.095109999999999986 -0.033174999999999989 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 11 -8 -10 -11 -4 -13 17 15 -15 -17 -14
right_child=1 3 4 -5 -6 -7 8 -9 9 10 -12 12 13 14 -16 16 -18 -19
leaf_value=-0.0017998637916111762 -0.0022190905275415573 0.00036689378353295686 -0.0018471333365442926 0.0030456098516891314 0.0020067167303198081 -0.0027530625813231673 -0.00096278745754197446 -0.0027795779721973544 0.004404097439466092 -0.0014975015061100981 0.0019806968518562098 -0.0016787836233274009 0.0029278979667176608 0.0011987104095867391 0.0023544018563501508 -0.0029622168151365105 -0.00054565092404678327 0.00065354041731765947
leaf_weight=0.0012134374911879067 0.001545586725168773 0.0018777090354532983 0.0012532329452165378 0.001354998441812044 0.0010990700076387956 0.0010291953160670433 0.0013934496265193691 0.0011749002797475103 0.001341954609844348 0.0012228851694945642 0.0011405291536270767 0.0011213784679570274 0.0010983353135594551 0.0012594463397094836 0.0010897441945600939 0.0012751876242561785 0.0016523510387466819 0.0011225957889371835
leaf_count=80 183 233 358 146 165 88 75 201 90 114 424 466 234 92 87 328 245 301
internal_value=0 7.10118e-05 -0.00016038 0.00148969 1.37397e-05 -0.000113794 5.44407e-05 -0.000372699 0.000979888 0.00171046 0.000180997 -8.62564e-05 0.00016978 0.000446258 -0.000114386 -0.000756936 -0.00159827 0.0017783
internal_weight=0 0.0230526 0.0198198 0.00323271 0.0182743 0.0171752 0.016146 0.0110472 0.00509882 0.00370537 0.00236341 0.00987227 0.00861904 0.00749766 0.00527673 0.00418699 0.00292754 0.00222093
internal_count=3910 3830 3451 379 3268 3103 3015 2312 703 628 538 2111 1753 1287 752 665 573 535
is_linear=0
shrinkage=0.00625138


Tree=1843
num_leaves=31
num_cat=0
split_feature=1213 1429 14 133 160 133 123 124 1 130 48 51 0 2 158 13 2 51 3 16 0 1 150 13 49 2 1186 133 43 0
split_gain=0.000586456 0.000562625 0.000564703 0.000504627 0.000759267 0.000523295 0.000682148 0.000490357 0.000515546 0.000606155 0.000489374 0.00076612 0.000477323 0.000714918 0.000387434 0.000688584 0.000382314 0.000353179 0.000443367 0.000279441 0.00026618 0.000331816 0.000260622 0.000313495 0.000333401 0.000322892 0.000254195 0.000488408 0.00025285 0.000182509
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 -0.26719999999999994 -0.40446999999999994 -0.085714999999999986 1.0000000180025095e-35 -0.013479999999999999 0.10373000000000002 -0.0015749999999999998 0.12738500000000003 0.13741000000000003 0.18055000000000002 0.10705000000000002 0.085410000000000014 -0.098524999999999988 0.098195000000000018 0.11975000000000001 0.099570000000000006 -0.006474999999999999 -0.230625 0.092550000000000007 0.09202500000000001 -0.083654999999999993 -0.080034999999999981 0.091250000000000012 0.081240000000000021 -0.17468499999999998 -0.075819999999999985 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 26 7 -7 9 -9 17 -12 13 14 15 16 -11 18 28 -8 -17 22 23 -22 -25 29 27 -6 -10 -26
right_child=1 2 -4 4 5 6 19 8 10 12 11 -13 -14 -15 -16 20 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00085169047359897742 -0.0010350086467822649 -0.00084707078098162952 -0.0009690328545657491 -0.0011198565406321207 0.001145327077939405 -0.00086997017133152695 0.0012924098162469366 -0.0011170908248545953 -8.6566473963620017e-05 0.00032756297691566923 -0.0011513627368781453 0.00061780319812678862 0.00093919505757982988 -0.00093872814825547073 -0.00084050054596452239 0.00057079778982888421 0.0014525942726614646 -0.00030279091720439771 0.0010746317145668564 0.00029533604779567984 -0.00064058839901678032 -0.00064573969027902718 -0.00064415029701157356 0.00082225705027236468 0.00051325592764177612 -0.00061765118048670261 0.0013073544937069876 -0.00028214482581364849 0.00063771803642529432 -0.00013173086850935321
leaf_weight=0.0016952617505077419 0.001040162840801411 0.0012078128410648583 0.0011210112598138968 0.0010366387977943639 0.0010025828400630488 0.0012240660899548441 0.001311969381124628 0.0010984921469804334 0.0018140164351732055 0.0016663165599481973 0.001065416997793279 0.0010139916445837116 0.0010744854282194174 0.0017716958749498515 0.0010004878078258275 0.0013010525570535851 0.0010420764801892801 0.0010025059279552551 0.0027646374877444702 0.0010941790157384381 0.0010536148329842723 0.0021058486816443187 0.0011617521751436932 0.0014862916592619521 0.0022356254335137082 0.00121383754305876 0.0010363827814003912 0.0010328553746635069 0.0023462977612202221 0.001595932988343784
leaf_count=592 181 204 111 230 47 61 200 135 100 40 38 33 11 185 113 32 10 30 158 84 248 128 108 28 65 191 28 135 119 265
internal_value=0 2.27716e-05 5.03596e-05 7.98417e-05 0.000109654 0.000144558 9.17019e-05 3.37704e-05 7.08746e-05 -6.52957e-05 0.000340409 -0.000288656 -3.54004e-06 -6.09816e-05 3.70526e-05 9.61268e-05 0.000760428 0.000505416 0.000622417 0.000838998 -5.19064e-05 -0.000126557 -1.56355e-06 9.6854e-05 0.000215809 3.71599e-05 0.000720026 0.000420976 0.000321909 0.000244604
internal_weight=0 0.040922 0.0398819 0.0387609 0.0375531 0.0365164 0.0334446 0.0310384 0.0298144 0.0198075 0.0100069 0.00207941 0.018709 0.0176345 0.0158628 0.0148623 0.00270839 0.00792746 0.00692495 0.00240615 0.012154 0.0108529 0.00874705 0.0075853 0.00653169 0.0050454 0.00307182 0.00203544 0.00416031 0.00383156
internal_count=3910 3318 3137 3026 2822 2592 2382 2098 2037 1559 478 71 1424 1413 1228 1115 50 407 377 284 1065 1033 905 797 549 521 210 182 219 330
is_linear=0
shrinkage=0.00145689


Tree=1844
num_leaves=31
num_cat=0
split_feature=14 1213 160 457 4 43 133 133 40 3 1186 3 48 49 130 12 4 4 3 474 15 43 3 1 12 2 49 4 52 151
split_gain=0.000689643 0.000455735 0.000448017 0.000324772 0.000304572 0.00040439 0.000348401 0.000421867 0.000591237 0.000393927 0.000326486 0.000261589 0.00030961 0.000259636 0.000286504 0.000255907 0.00034721 0.000459902 0.000397304 0.000423412 0.000347175 0.000339641 0.00029825 0.000506643 0.000595589 0.000281829 0.000539787 0.000259284 0.000232999 0.000172895
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 0.53894500000000012 -0.51381999999999983 -0.4045149999999999 -0.24354499999999998 -0.085714999999999986 -0.074429999999999982 -0.15464999999999998 0.083980000000000013 0.24227500000000002 0.14133000000000004 0.10581000000000002 -1.0000000180025095e-35 0.10333000000000002 -0.23071499999999998 -0.082054999999999975 -0.081244999999999998 0.084655000000000022 0.091195000000000012 -0.089604999999999976 0.11818000000000002 0.094695000000000015 1.0000000180025095e-35 0.087995000000000004 -0.029304999999999998 0.05309500000000001 -0.014099999999999998 -0.23168999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 10 -9 -10 -8 12 13 14 -11 16 -16 -18 21 20 22 -19 23 25 28 27 -27 -20 -25 -15
right_child=-2 2 3 -5 5 6 7 8 9 11 -12 -13 -14 29 15 -17 17 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00077305175907099689 -0.00098516482855299245 -0.0008059276306079142 -0.00045521641989567095 -0.00071603669170806601 -0.00074462144128148683 -0.00063808568433912285 0.00033899957581186313 0.00090433042223695553 0.000692722475024159 -0.00068501089149807328 0.0013280399878427469 0.00067072562501634646 -0.00077827444842601618 6.3150000314683206e-05 -0.00062685317064241223 0.00060766617745503469 0.00075283770936296129 6.3706297865062954e-05 -0.0010087988297037072 0.00094827242958508431 0.00075086666213000489 -0.001014525999038049 -0.00060362612368961152 0.0013163872852842338 -0.0004030501689362405 -0.0005335980676942721 0.00077229466636611916 -0.00010711808251134755 0.00042842339414224997 0.00085983412614713903
leaf_weight=0.0014307155816162534 0.0014461614765115529 0.0012151035392478074 0.0019279661905395864 0.001029442021859949 0.0010507235266702932 0.0010929910753093566 0.0018808497140403993 0.001886763779796386 0.0019763771517483297 0.0012328478548363489 0.0010672989958937507 0.0012418305209630489 0.0010032831721673565 0.0010259887305616999 0.0017448564898074745 0.0014255273697392828 0.0016747823937064274 0.0010256433532083581 0.0014152514815964322 0.0010192574169387561 0.0011055429617057308 0.0014227938102975698 0.001896817024780618 0.0011160370357624627 0.0011723676655606141 0.0013978928492548483 0.0012001438964846477 0.0012042152822662189 0.0013110862729726058 0.0012124652214451906
leaf_count=578 126 258 67 15 96 201 176 234 167 135 24 137 43 73 79 112 132 146 97 61 133 374 38 28 54 25 92 16 60 133
internal_value=0 1.86806e-05 4.7743e-05 7.52131e-05 9.73887e-05 0.000128001 0.000155165 0.000181712 0.000130577 7.81102e-05 0.000697055 3.11172e-05 -1.16189e-06 3.18698e-05 -1.66192e-05 2.43114e-05 -2.01426e-05 4.22694e-05 -3.55773e-05 6.49797e-05 -1.11922e-05 -0.000562858 -8.9828e-05 2.07064e-05 0.000432926 -0.000263679 6.96494e-05 -0.00059428 0.000836726 0.000494676
internal_weight=0 0.0404069 0.0389761 0.037761 0.0367316 0.0348036 0.0337529 0.0326599 0.0297118 0.027825 0.00294815 0.0258486 0.0246068 0.0236035 0.0213651 0.0201322 0.0187067 0.0169618 0.015287 0.0128386 0.0118194 0.00244844 0.0107138 0.00881699 0.00359949 0.0052175 0.00259804 0.00261947 0.00242712 0.00223845
internal_count=3910 3784 3206 2948 2933 2866 2770 2569 2369 2135 200 1968 1831 1788 1582 1447 1335 1256 1124 604 543 520 410 372 142 230 117 113 88 206
is_linear=0
shrinkage=0.00142833


Tree=1845
num_leaves=19
num_cat=0
split_feature=124 12 12 52 376 160 52 15 3 3 48 1 13 2 4 2 15 16
split_gain=9.85168e-05 0.00014627 0.00015337 0.000141237 0.000162163 0.000135252 0.000163884 0.000134042 0.000195633 0.000195408 0.000178504 0.000183336 0.000171759 0.00013296 0.000129571 0.000113502 0.000109325 4.38678e-05
threshold=0.10143000000000002 0.11655500000000001 0.10333000000000002 -0.40083499999999994 0.048375000000000008 -0.11175999999999998 0.13709500000000002 -0.095799999999999982 0.097615000000000021 -0.082304999999999975 0.087945000000000009 0.092550000000000007 -0.071149999999999977 0.10836000000000003 -0.08422499999999998 0.091525000000000009 0.084050000000000014 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 10 9 14 11 -7 -11 -10 15 -9 -16 -14
right_child=-2 -3 -4 4 -6 6 -8 8 13 12 -12 -13 17 -15 16 -17 -18 -19
leaf_value=-0.0020539689601715557 0.0016215716788764004 -0.0020534255632623571 0.0015747553802379626 -0.0017796479832847304 0.0020422576822460648 0.0013866583321701148 0.0017514182496695468 -0.0017261349452730641 0.0027822161906824539 -0.0023936619944761352 -0.0022405363019941484 -0.0011939288377088928 -0.00085192747924976091 0.00020775095323587352 0.0024329822341465105 0.00069739984599566081 0.00024222725350407038 0.00062737568659876363
leaf_weight=0.00102362657262844 0.0010004951844633505 0.0010305991078511023 0.0016369008544099136 0.0013223525928220637 0.0010276276996872826 0.0013261314257262879 0.001384668687757328 0.0010233305201437165 0.0011987852919499451 0.0016447612698333586 0.001782007871924382 0.001916085898601122 0.0011732636677109776 0.0010906326112469777 0.0012929006496448861 0.0011896380524794026 0.001300944852996852 0.0011110833754878957
leaf_count=350 55 180 266 415 187 116 124 352 66 407 186 174 202 94 298 46 282 110
internal_value=0 -8.79908e-05 2.25644e-06 -0.000121448 -2.14603e-05 -0.000134526 -9.74717e-06 -0.000161691 0.000167465 -0.000196373 -0.000884003 -0.000138417 -0.00107899 0.00155579 0.000525083 -0.000423302 0.00133421 -0.000132409
internal_weight=0 0.0234753 0.0224447 0.0208078 0.0197842 0.0187566 0.0174342 0.0160496 0.0110253 0.00873592 0.00502423 0.00324222 0.00392911 0.00228942 0.00480681 0.00221297 0.00259385 0.00228435
internal_count=3910 3855 3675 3409 3059 2872 2457 2333 1857 1697 476 290 719 160 978 398 580 312
is_linear=0
shrinkage=0.00533549


Tree=1846
num_leaves=19
num_cat=0
split_feature=4 483 11 52 48 160 0 133 40 43 4 3 49 4 3 49 1 13
split_gain=9.43532e-05 0.000198573 0.000108832 0.000150529 0.000229303 0.000174909 0.000168736 0.000144167 0.0001397 0.000199501 0.000225102 0.000146631 0.000156584 0.000144039 0.00012713 0.000208881 0.000218239 9.33492e-05
threshold=0.50657000000000008 0.088030000000000011 0.08184000000000001 0.18936500000000003 0.096835000000000018 -0.081069999999999989 -0.18901999999999997 -0.090054999999999982 -0.080519999999999994 0.0016850000000000001 0.0057500000000000008 0.092005000000000017 -0.076864999999999975 -0.078094999999999984 0.092005000000000017 -1.0000000180025095e-35 0.092550000000000007 0.025140000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7 -9 10 11 12 -10 17 15 -12 -17 -14
right_child=-2 -3 -4 -5 6 7 -8 8 9 -11 14 -13 13 -15 -16 16 -18 -19
leaf_value=0.0021635506936289119 0.0019525886849238898 -0.0030175428055723204 -0.0018904417366274863 -0.0019897336336711694 -6.5721667686256068e-06 -0.002201838489636748 0.0035388992821548857 0.0024308901687945528 0.0015131163909464459 0.0017892380459894146 -0.0027376111889631459 -0.0033446365724196332 0.0006390529870932874 -0.0034879768957760174 0.0024544050160423187 0.0030714571538839018 -0.00079035010022583533 -0.0020917143476566051
leaf_weight=0.0015639361171781016 0.0010607239711770194 0.0010286580542156086 0.0012812563153627157 0.001414703507017361 0.0010013045061487702 0.0015036889462706976 0.0015915843728738699 0.0010072775284872834 0.0010031403480010321 0.0019777727807477755 0.0010001134542624579 0.0014092073592534282 0.0013096867011455184 0.0011441774539797675 0.0011823067295338718 0.0011791350377521603 0.0015519402664147183 0.0010192668988662223
leaf_count=263 213 300 194 368 40 388 216 132 70 235 43 106 463 465 76 145 77 116
internal_value=0 -0.000111244 2.37845e-05 0.000141364 0.000296414 8.17414e-06 0.00216973 -0.000212321 4.71363e-06 -0.000186558 -0.000548415 -0.00144106 -0.000841784 -0.00152195 0.000520815 -9.18836e-05 0.000876976 -0.000556068
internal_weight=0 0.0231692 0.0221405 0.0208592 0.0194445 0.0168516 0.00259289 0.0152877 0.013784 0.0127767 0.010799 0.00588548 0.00447627 0.00347313 0.0049135 0.00373119 0.00273108 0.00232895
internal_count=3910 3697 3397 3203 2835 2579 256 2316 1928 1796 1561 1220 1114 1044 341 265 222 579
is_linear=0
shrinkage=0.0067667


Tree=1847
num_leaves=28
num_cat=0
split_feature=1429 14 1213 160 4 43 13 133 40 157 49 1 130 43 1 131 16 0 2 1374 12 13 160 13 15 16 0
split_gain=0.000566538 0.000587455 0.000573765 0.000337259 0.000309373 0.000315557 0.000356293 0.000527171 0.000708606 0.000313305 0.000339827 0.000472569 0.000454061 0.000397134 0.000254459 0.000345508 0.000230272 0.000306117 0.000308932 0.000244995 0.000221538 0.00021272 0.000340816 0.000183295 0.000169491 0.000167822 1.17283e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 0.50657000000000008 0.24789500000000006 -0.010384999999999998 -0.085714999999999986 -0.012844999999999997 -0.057789999999999987 0.10513500000000002 0.11649500000000002 -0.0015749999999999998 -0.16369999999999998 0.12730000000000002 0.092255000000000018 -0.055679999999999993 -0.10209999999999998 0.086650000000000019 -1.0000000180025095e-35 0.095295000000000019 -0.094679999999999986 0.031805000000000007 0.0066400000000000009 -0.091274999999999981 -0.0041999999999999997 -0.056754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -8 11 12 -11 25 15 20 17 18 -15 -20 21 24 -23 -19 -10 -14 -13
right_child=1 -3 3 4 -6 -7 9 8 14 10 -12 26 13 16 -16 -17 -18 23 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.0011242224318890085 -0.00085840776667034315 -0.0010482210059842637 -0.00074817451042085304 0.0010807943869553093 0.00085337321625264225 -0.00069688335371970525 0.00058878471980398721 0.0010427884117848165 8.6891913803307175e-06 -0.00082020120285353486 0.00058323114922244129 -0.00093738597938058824 0.00021715294475407976 -0.00079722446073645823 0.00072076302642104018 -0.0008456174957953116 -0.0005309160908205466 9.8434093298153613e-05 0.00042814638957507046 -0.00041708639912654485 -0.00053308606655917007 -0.00051623684492339502 0.00045756701612484032 0.00096989118761929105 0.00075179491015557284 0.0010522212805552191 -0.00071244558024708944
leaf_weight=0.001001327299082643 0.0014928895021466817 0.0011245637663706556 0.0010439731419116796 0.0016546255659575246 0.0011907121125714201 0.0011090047802879968 0.0016414567954753092 0.0017760159289852565 0.0011112270635180721 0.0014935466161979391 0.0014829062197687084 0.0010225344909103318 0.0010768610432918546 0.0012673183361684446 0.0010179488277580204 0.0010918346620003572 0.0019919484996270267 0.0011369102662063882 0.0018036222477348929 0.001305371974154923 0.0011986722562500329 0.0018346335512912622 0.0013987502121388662 0.0010033534947535838 0.0017377447199011823 0.0010492865795921355 0.0010249331960029426
leaf_count=181 578 125 243 122 209 176 106 147 38 137 95 25 61 27 62 147 186 87 19 77 164 535 166 44 82 34 37
internal_value=0 8.95475e-06 4.29629e-05 8.31733e-05 0.000109943 8.15985e-05 0.00011026 0.000297997 0.000182007 -2.8875e-05 -9.3623e-05 -0.000164428 -5.29478e-05 5.48062e-05 1.92134e-05 -6.6079e-05 -8.87438e-05 4.64168e-05 -0.000178821 7.32589e-05 5.08176e-05 0.00016589 -9.49728e-05 0.000506972 0.00046195 0.000629272 -0.000824784
internal_weight=0 0.0360826 0.0349581 0.0334652 0.0324212 0.0312305 0.0301215 0.0128215 0.0111668 0.0173 0.0156586 0.0141757 0.0121282 0.0106347 0.00939081 0.00837286 0.00850852 0.00651658 0.00437631 0.00310899 0.00728103 0.00608236 0.00323338 0.00214026 0.00284897 0.00212615 0.00204747
internal_count=3910 3729 3604 3026 2783 2574 2398 1463 1341 935 829 734 672 535 1194 1132 440 254 123 96 985 821 701 131 120 95 62
is_linear=0
shrinkage=0.00148603


Tree=1848
num_leaves=31
num_cat=0
split_feature=9 1429 1213 4 1374 14 480 51 1 44 47 1 48 0 133 130 3 1186 2 2 151 1 1 3 3 4 4 15 0 52
split_gain=0.000799757 0.000633633 0.000629527 0.000603207 0.000605903 0.000454886 0.000470524 0.000303083 0.000508628 0.000670251 0.000480571 0.000482114 0.000435899 0.000634815 0.000362862 0.000746596 0.00045101 0.000428835 0.000300025 0.000474467 0.000603961 0.000510941 0.000680509 0.000437385 0.000293827 0.000272579 0.00030662 0.000240303 0.000199342 0.000193286
threshold=-0.016839999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51060500000000009 0.090240000000000015 0.077685000000000018 0.08456000000000001 -0.40274499999999996 0.14000500000000002 0.081710000000000019 0.11939500000000002 0.10031000000000002 0.12862000000000004 -0.10462499999999998 -0.085714999999999986 -1.0000000180025095e-35 -0.15327499999999997 0.083980000000000013 0.10393500000000001 0.086545000000000025 -0.084764999999999993 0.092550000000000007 0.090355000000000005 0.076695000000000013 -0.0086749999999999969 0.15927500000000003 0.011185000000000002 -0.099824999999999983 -0.14293499999999998 -0.012244999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 11 14 13 27 17 -16 -17 -9 19 21 -21 22 23 -18 -20 26 -22 28 -13 -15
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 29 15 16 18 -19 24 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012512662178747198 -0.0011456245336585985 -0.0009026877459366859 -0.00068609969490506201 0.001091232202526664 -0.0011024033172869713 -0.00091929319705256107 -0.00092728650971619496 5.8360337454555412e-05 0.00086322027862059702 -0.0011073254363073673 -0.00087238159793496487 0.0011094447185294666 -0.00038452581076371748 0.00050542912755299708 -0.0011934916180485211 0.00076047892558733733 -0.00099910911670609377 0.0011643848040113242 -0.0010338446187273236 -0.00063064505738334199 0.00043427189623829865 -0.0011767540635207868 0.0007161811294281612 0.00015716314219034632 -8.5024166499854734e-05 0.0011105047243720634 -0.00041080974840499438 0.0014072647200175314 0.00022572054710048761 -0.00027881832604923293
leaf_weight=0.0010444026452013843 0.0010709106028206341 0.0016142816596447221 0.001063854121691409 0.0010959254366818263 0.0010388905625652303 0.0010520199531756083 0.0010122631403613252 0.0019060948027989069 0.0017742568296858626 0.0010078403595912269 0.0010450834782123044 0.0010762371702337514 0.0011316488182799844 0.0011708138498889298 0.0011306614826705466 0.001619292009056957 0.0015922647874619536 0.001220520970704797 0.0011751766139447561 0.0014174258980222962 0.0056531121275963372 0.0011187999507995539 0.0015123249116104631 0.0012313861772526025 0.0016875373086975278 0.0010075070890120941 0.0010864241827605592 0.0016128943685598252 0.0010909726354384475 0.0015502314440738315
leaf_count=121 179 592 95 130 69 106 236 289 77 41 65 31 26 116 136 42 267 26 123 125 442 117 76 24 35 29 47 117 21 110
internal_value=0 -3.90958e-05 -1.06758e-05 2.525e-05 -4.71592e-06 2.53362e-05 5.22715e-05 7.99055e-05 0.00010331 6.25081e-05 9.93101e-05 0.000132077 0.000449957 0.000595215 2.82046e-05 -4.31782e-05 2.49124e-05 0.000490113 -4.32206e-05 4.12368e-05 0.000243726 -0.000298962 -7.24679e-05 -0.000494862 -0.000474526 0.000403704 0.000298043 0.000981468 0.000664578 5.86284e-05
internal_weight=0 0.0427667 0.0416957 0.0400815 0.0389855 0.0379466 0.0368946 0.0358824 0.0348185 0.0330443 0.0320364 0.0309913 0.0076328 0.00650115 0.0233585 0.0202319 0.0191013 0.00312662 0.017482 0.0146192 0.00916447 0.00545478 0.00433598 0.00282365 0.00286271 0.00774704 0.00673954 0.0037801 0.00216721 0.00272105
internal_count=3910 3789 3610 3018 2888 2819 2713 2477 2382 2305 2264 2199 421 395 1778 1463 1327 315 1285 1127 643 484 367 291 158 518 489 169 52 226
is_linear=0
shrinkage=0.00145689


Tree=1849
num_leaves=18
num_cat=0
split_feature=1 0 49 16 16 0 4 147 3 13 12 3 2 13 15 15 12
split_gain=0.00010677 0.00015817 0.000202387 0.000160026 0.000176735 0.000215833 0.000157594 0.000202162 0.000157416 0.000116515 0.000139388 0.00010595 0.000157337 0.000123343 0.000122941 0.000288771 9.33645e-05
threshold=0.085835000000000009 -0.087614999999999985 -0.0092149999999999992 -0.089559999999999987 0.18936500000000003 0.14676000000000003 -0.15534499999999998 1.0000000180025095e-35 -0.09113499999999998 -0.083354999999999985 0.088375000000000023 0.11265500000000002 0.089910000000000004 -0.009474999999999999 -0.033649999999999992 -0.10071499999999999 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 -6 -2 9 -5 10 -8 12 13 -11 15 -15 -4
right_child=6 3 16 4 5 -7 7 -9 -10 11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0032417149118411505 -0.0014845966780466934 0.0016720762889972385 0.00054034755679829047 -0.00017394529319385917 -0.00091081732721326068 0.0024043827657425606 0.0021443530286822231 0.00245006661672753 -0.0027607578433647274 -0.0018760298634784608 -0.00019080136342605587 -0.0011755476673848487 0.001563574123134885 0.00086100103370765593 0.0014847517725739042 -0.0027312280207389995 -0.0015449195717889511
leaf_weight=0.001104038394084253 0.0013174463787874189 0.0013747579488456452 0.0012376414878365605 0.0015424265750847987 0.0011318766560275695 0.0011046390077504853 0.0017042242823323639 0.0012980407687935578 0.0011835426312225839 0.0010527633658558811 0.0012699279397462293 0.0019389808645353668 0.0018597789138297682 0.001704601469368322 0.0013563529067174259 0.0010172073443502905 0.0012076610778998485
leaf_count=154 216 159 157 239 231 21 266 151 806 400 130 64 230 49 120 84 433
internal_value=0 -0.000443833 -0.00134559 6.12206e-05 -0.000385035 0.000726595 0.000275038 0.000450637 -0.00129707 0.000232611 0.00114727 -7.20285e-05 0.00023405 -0.000247856 0.000172452 -0.000481504 -0.000489503
internal_weight=0 0.00988658 0.00354934 0.00633724 0.00496248 0.00223652 0.0145193 0.0132019 0.00272597 0.0119038 0.00297415 0.00892968 0.0069907 0.00513093 0.00407816 0.00272181 0.0024453
internal_count=3910 2200 744 1456 1297 252 1710 1494 1045 1343 396 947 883 653 253 133 590
is_linear=0
shrinkage=0.00533549


Tree=1850
num_leaves=31
num_cat=0
split_feature=14 1429 1212 156 159 33 1374 38 133 160 1 12 1374 42 43 4 1186 4 12 2 12 50 48 12 0 12 3 16 52 15
split_gain=0.000646851 0.000617421 0.00049469 0.00043278 0.000603607 0.000429402 0.000416824 0.000382611 0.000380299 0.000671383 0.000480942 0.000713955 0.000457983 0.000450625 0.000491169 0.00112378 0.000699114 0.000647359 0.000389539 0.000696038 0.000492971 0.000387503 0.000462273 0.000555145 0.000463959 0.000527875 0.00037497 0.000528544 0.000520513 0.000326998
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.013700000000000002 0.073745000000000019 -0.007134999999999999 0.090240000000000015 0.10011500000000002 -0.26719999999999994 -0.40446999999999994 0.088965000000000002 -0.041094999999999993 -0.094679999999999986 -0.089744999999999978 -0.50749999999999995 -0.51381999999999983 0.084505000000000011 -0.41745999999999994 0.095295000000000019 0.086650000000000019 0.084100000000000022 0.11515000000000002 0.11930500000000001 0.11655500000000001 -0.053834999999999994 1.0000000180025095e-35 -0.080884999999999985 -0.011714999999999998 -0.069134999999999988 -0.14789999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 8 -7 -10 13 -12 -13 -11 -15 -16 17 -17 19 20 -19 22 23 24 29 -26 27 -21 -28 -14
right_child=-2 2 3 4 -6 6 -8 -9 9 10 11 12 21 14 15 16 -18 18 -20 26 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00099309202371889349 -0.00097153838147537753 -0.00075346996904151337 -0.00086253383678988561 -0.00023111197010780774 0.00087995094086152389 -0.00068655281558538796 -0.0008382866405717682 -0.0007315942506848505 -0.00093830152546160196 -0.00072428466386325013 0.0011540684228088733 -0.00057721392022703176 0.0013906965479656688 0.00097990985768673191 -0.0014005580298869632 0.0010293274475734351 0.0012170453002082399 -8.0352953411455937e-05 -0.00074079514749074318 -0.00079617665387759953 -0.0012024558035528864 -0.00046371892928439364 -0.0004387443024663924 -0.00049713788045425782 0.00056545224531669039 -0.00072020589548154256 -0.00029261692138611724 0.00057168677666519045 0.00083354232808802295 0.00061481832531399649
leaf_weight=0.0011678725933273728 0.0013497949644430953 0.0014955072482688561 0.0010528217283234378 0.001473620192662616 0.0027445194763862091 0.0011834845120868289 0.0010214497689918214 0.0011357519306309785 0.0011352716557737055 0.0015657468406472105 0.0018220230219839892 0.0012754265021825981 0.0012988067969503829 0.0010688975877854992 0.0010474334028411835 0.0011174595893805811 0.0010248380987993863 0.0019980675685869094 0.0015467787441472572 0.0012230809710561908 0.00124679763987251 0.0011835591357023398 0.0012284528520325475 0.0010570210206051209 0.0016199686532035159 0.0010208655898771291 0.0010948116900961757 0.001012454670378915 0.0030381187774499762 0.0059208587007694158
leaf_count=180 126 273 46 247 179 190 59 49 240 229 266 19 41 16 28 22 30 111 210 162 295 74 49 40 58 49 36 131 132 323
internal_value=0 1.20179e-05 3.83054e-05 6.57417e-05 0.000491798 1.95899e-05 4.41025e-05 6.8551e-05 9.39851e-05 0.000120724 0.000156708 0.000327542 0.00022443 -8.51751e-06 6.41674e-05 -4.04481e-06 0.000105917 1.31683e-05 -8.85795e-05 1.63615e-05 -0.000511507 0.000301134 0.000375665 0.000467303 0.000570689 6.84562e-05 0.000285321 -0.000176683 0.000535223 0.000754398
internal_weight=0 0.0458218 0.0446539 0.0431584 0.00421814 0.0389402 0.0378874 0.036866 0.0357302 0.0345467 0.0334115 0.016427 0.014605 0.0169845 0.0154187 0.0143498 0.0133024 0.0122776 0.0111601 0.00961333 0.00324487 0.0133295 0.012146 0.0109175 0.0098605 0.00264083 0.00636847 0.00223554 0.00413293 0.00721967
internal_count=3910 3784 3604 3331 426 2905 2859 2800 2751 2561 2321 919 653 1402 1173 1157 1129 1099 1077 867 406 634 560 511 471 107 461 293 168 364
is_linear=0
shrinkage=0.00140032


Tree=1851
num_leaves=19
num_cat=0
split_feature=1 0 151 16 3 2 12 159 2 0 0 129 133 0 43 48 2 4
split_gain=9.02055e-05 0.000148676 0.000149869 0.000229114 0.00017489 0.000167072 0.000113632 0.000163555 0.000139094 0.000406269 0.00015983 0.000104373 0.000198919 8.53371e-05 0.000198475 0.000134218 5.7675e-05 4.54099e-05
threshold=0.10398500000000001 -0.035699999999999989 -0.0032449999999999996 -0.072359999999999994 0.12046500000000002 1.0000000180025095e-35 0.10129000000000001 0.09141500000000001 0.10113500000000002 -0.070894999999999986 -0.081174999999999983 0.085885000000000017 -0.0056849999999999991 -0.099864999999999995 -0.083094999999999988 0.084500000000000006 0.089910000000000004 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 7 8 9 11 -10 12 -1 15 -15 17 -17 -14
right_child=1 -3 3 4 -6 -7 -8 -9 10 -11 -12 -13 13 14 -16 16 -18 -19
leaf_value=-0.0028170930363338241 -0.0018096208497366143 0.0021495986994128735 -2.3743165411669092e-05 0.00053874070727745753 -0.0027687941757351502 0.0028498519357073992 -0.0020296949024049995 -0.0024972845584996135 0.00060984810014621485 0.0029184195743634442 -0.0024821274432418844 0.0016725256237631974 0.00056092433678374464 0.00067391004957156637 -0.0028873341275004846 -0.0017818751916514573 0.00028347214323595348 0.0021732704391067177
leaf_weight=0.0011243122549432528 0.0012642828972640741 0.0016411821506520201 0.0013188891224479166 0.0014078315060184199 0.0010471326316714435 0.0017933801541083205 0.0012946722773317888 0.0010245946500970224 0.0010543611618775567 0.0019030845112786845 0.0015528174230738942 0.0010019373013549623 0.0013300027722782963 0.0012586346992504603 0.0011029580602377968 0.0010085142129330205 0.0010230735213134778 0.0012949595924496293
leaf_count=600 173 226 96 174 43 175 355 241 119 190 199 162 97 362 579 36 41 42
internal_value=0 0.000493199 9.52705e-05 0.000527859 -0.000872045 0.00163211 -0.000289122 -0.000135608 4.1603e-05 0.000342102 -0.00123171 -0.000194068 -0.000423754 -4.03393e-05 -0.000989333 0.000440948 -0.000741801 0.00135633
internal_weight=0 0.0084727 0.00683152 0.00556723 0.00245496 0.00311227 0.0159739 0.0146793 0.0136547 0.0110475 0.00260718 0.00914439 0.00814246 0.00701814 0.00236159 0.00465655 0.00203159 0.00262496
internal_count=3910 887 661 488 217 271 3023 2668 2427 2109 318 1919 1757 1157 941 216 77 139
is_linear=0
shrinkage=0.0061288


Tree=1852
num_leaves=19
num_cat=0
split_feature=4 483 11 48 3 49 16 52 13 160 13 1 3 52 42 3 0 0
split_gain=9.07606e-05 0.000170346 0.000105242 0.000129992 0.000234454 0.000167872 0.000229056 8.88769e-05 0.00018393 0.000189664 0.000167191 0.000147137 0.000122609 0.000116101 8.50303e-05 0.000208443 0.000110739 5.72207e-05
threshold=0.50657000000000008 0.088030000000000011 0.08184000000000001 0.016865000000000002 0.0021050000000000005 -0.078209999999999988 -0.094359999999999986 0.11588000000000002 -0.094679999999999986 -0.081069999999999989 -0.014114999999999997 0.089825000000000002 -0.077689999999999995 0.089525000000000007 -0.088669999999999985 -0.069909999999999986 -0.10209999999999998 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 17 -6 -7 8 12 -10 11 -11 -1 14 -12 -16 -17 -5
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 13 -13 -14 -15 15 16 -18 -19
leaf_value=0.003075792581549087 0.0018859724241508159 -0.0027498003056512276 -0.0018334982129915372 0.0015711122263403045 -0.002234698230576984 -0.0008407171968153592 0.0026553650343153221 -0.0016104874379856843 0.0022521245757395622 -0.0042566968442151413 0.0005066480121571408 -0.00065961749276728882 0.0002416520585902754 0.0015613453501950811 -0.0035964968117642012 -0.0016735003599571 0.0011352292452206886 0.0036914988751653726
leaf_weight=0.0012034783190646436 0.0010540733010611049 0.0010239648871859892 0.0012733228409637911 0.0011074972202644862 0.0011015152718538701 0.0018087082247486563 0.0015161141110178189 0.0017890217307898896 0.001016611766852798 0.0010006426684612954 0.001759037226218698 0.0010012258542183017 0.0015205829265148825 0.0012387421747810379 0.0011560350716125906 0.0011661527211598854 0.0013137615869422458 0.0011332523004408393
leaf_count=91 213 300 194 227 67 77 88 383 219 701 269 245 87 98 277 82 111 181
internal_value=0 -0.000104549 1.79828e-05 0.00013115 0.000895004 9.86596e-06 0.000753491 -0.000228369 -2.85802e-05 -0.000458218 -0.000777289 -0.00245763 0.00149376 -0.000270209 -0.000690752 -0.00127004 -0.000185545 0.00264349
internal_weight=0 0.0231297 0.0221057 0.0208324 0.00666709 0.00442634 0.00332482 0.0141653 0.0123763 0.00965221 0.0086356 0.00200187 0.00272406 0.00663373 0.00539499 0.00363595 0.00247991 0.00224075
internal_count=3910 3697 3397 3203 640 232 165 2563 2180 2002 1783 946 178 837 739 470 193 408
is_linear=0
shrinkage=0.00663402


Tree=1853
num_leaves=19
num_cat=0
split_feature=4 43 376 48 4 39 3 14 160 160 484 3 160 43 0 52 1 4
split_gain=9.40523e-05 0.000160776 0.000222644 0.000124194 0.000133111 0.000293679 0.00029001 0.000228954 0.000165491 0.000154206 0.000277194 0.000207334 0.000198427 0.000148175 0.000231456 0.000143701 0.000108926 0.000205865
threshold=-0.51381999999999983 -0.34918499999999997 1.0000000180025095e-35 0.12675000000000003 0.28937500000000005 0.082810000000000009 0.10420500000000001 -0.45687499999999998 0.099550000000000013 -1.0000000180025095e-35 0.084225000000000008 -0.074234999999999982 0.031805000000000007 -0.078644999999999979 -0.076734999999999984 -0.0041199999999999995 0.092730000000000021 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -6 9 10 -3 12 13 -11 -15 -8 17 -13
right_child=1 2 -4 -5 7 -7 15 -9 -10 11 -12 16 -14 14 -16 -17 -18 -19
leaf_value=-0.0016740874619636018 -0.0022613456313014071 -0.0034324229512200373 0.0028764866329921311 -0.0017405505447570114 -0.00057159366379700154 -0.0031833080773728986 0.0038667560823655921 0.0030309848187631211 -0.002377008118752127 -0.00086201237061829777 0.0007560155057044672 -0.0018587115088183738 0.0031866126934239924 -5.5757024005488191e-05 0.0035623212493770193 0.0007763094237415323 -0.0021216533284191801 0.0017579243853730298
leaf_weight=0.0012182812687106517 0.0010559618940347284 0.001197580210384676 0.0010981375906114607 0.0013672754746643081 0.0011887478191534018 0.0010424124248548097 0.0010469266391939236 0.0014972053842865233 0.0011645114521329639 0.0018192079383126955 0.0011766638266191148 0.0011196878265248593 0.0013284236747682088 0.0016624843889896145 0.0011059686956764727 0.0012281348305087656 0.0013661282409369035 0.0012524938399007812
leaf_count=80 160 621 181 112 69 117 83 272 248 268 307 153 117 639 271 55 80 77
internal_value=0 7.38665e-05 0.000187702 4.41169e-05 0.00017123 -3.46142e-05 0.000177578 0.00143656 -0.000170907 4.26689e-05 -0.00135665 0.000386795 0.00110075 0.000496754 0.00138963 0.00219846 -0.000743073 5.08447e-05
internal_weight=0 0.022718 0.021662 0.0205639 0.0191966 0.0165106 0.0154682 0.00268595 0.0131932 0.0120286 0.00237424 0.00965439 0.00591608 0.00458766 0.00276845 0.00227506 0.00373831 0.00237218
internal_count=3910 3830 3670 3489 3377 3036 2919 341 2781 2533 928 1605 1295 1178 910 138 310 230
is_linear=0
shrinkage=0.0061288


Tree=1854
num_leaves=31
num_cat=0
split_feature=14 1429 1213 133 133 123 124 1 50 15 130 3 48 158 1 16 2 2 49 1 16 13 2 3 0 15 48 47 15 2
split_gain=0.000575961 0.000545885 0.000467726 0.000327033 0.000546618 0.000458485 0.000380771 0.000421368 0.000454814 0.000559305 0.000519718 0.000526892 0.00043008 0.000469005 0.000439081 0.000420446 0.000279741 0.00036577 0.000367076 0.000269628 0.00026164 0.000196426 0.000346024 0.000289191 0.000322841 0.000354994 0.000306555 0.000251116 0.000194349 5.11896e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 0.083745000000000014 -0.013479999999999999 0.14000500000000002 0.11413000000000002 -0.24219999999999997 -0.0015749999999999998 -0.15464999999999998 0.11379500000000002 0.085745000000000002 0.10727500000000002 -0.073459999999999984 0.10705000000000002 0.10274500000000002 -0.085974999999999982 0.087480000000000016 -0.006474999999999999 -0.097114999999999993 0.096750000000000017 0.084925000000000014 -0.07773999999999999 -0.089594999999999994 0.084905000000000022 0.09252500000000001 -0.050004999999999994 0.098535000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 19 6 -6 8 9 -8 -11 29 13 14 16 -14 17 18 -13 -5 -7 -20 23 24 25 27 -25 -23 -16 -12
right_child=-2 2 3 4 5 20 7 -9 -10 10 11 12 15 -15 28 -17 -18 -19 21 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099639997314847567 -0.00094823048547790537 -0.00075569351163643893 -0.00068010821449421104 0.00028724933421372549 -0.0006812421686670148 0.0011689530077714462 0.00079936168993028657 0.00084335801095259864 -0.00090682795683022564 -0.00075836720869105513 0.00093991102318777037 -0.00068514514085557521 -0.0012653432146401313 -0.00079538534153969465 0.001011229713839509 1.6672037096352515e-06 -0.00053186775391338777 0.00077980207142124415 0.00054459794366203021 0.001150038115404177 0.00017635025975518059 0.00053396882271163407 -0.0007481393145533727 0.0010451969219465425 0.00047198357125258092 -0.00071316198501177627 0.00010690647372575643 -0.00040683064408388319 0.00020319205334586534 0.00049335955855599016
leaf_weight=0.0010376598645196458 0.0012817171694119991 0.00141953638377773 0.0011241660889124141 0.0015904756809413658 0.001561915828483861 0.001038526165956212 0.0017294693341622846 0.001193270587864558 0.0010582125279309093 0.0017571666466354432 0.0010041825443552364 0.0013771345620148265 0.0010444028714822196 0.0012566972581230232 0.0013126858372594086 0.0010104552606575714 0.0017001431849198454 0.0012909836707633024 0.0015446684877531433 0.0012833364571689376 0.00104438188979905 0.0012070450311211147 0.0010600166838176115 0.0010926198398060194 0.0015134076927463529 0.001983737725347455 0.0018203407078090095 0.0010319709254940079 0.0010509926249113724 0.0010093330626209651
leaf_count=180 126 578 204 148 80 190 86 89 181 155 42 79 33 176 54 36 139 56 32 73 80 92 81 33 165 515 26 63 52 66
internal_value=0 5.7129e-06 3.29975e-05 6.35106e-05 8.70137e-05 3.55456e-05 -7.71122e-06 2.85035e-05 -6.40295e-06 2.91542e-05 -2.39833e-05 3.13745e-05 -3.33583e-05 3.16697e-05 8.94575e-05 -0.000642304 4.35153e-06 6.98345e-05 -2.72985e-06 0.000672538 0.000671256 8.07777e-05 6.98653e-06 9.9533e-05 -8.29363e-05 -0.000281816 0.000458849 0.000100351 0.000651942 0.000716064
internal_weight=0 0.0391489 0.0381113 0.0366917 0.0355676 0.0326938 0.0306109 0.0290489 0.0278557 0.0267975 0.025068 0.0233108 0.0212973 0.0192424 0.0179857 0.00205486 0.0156221 0.0139219 0.0126309 0.00287381 0.00208291 0.0112538 0.00970914 0.00864912 0.00573616 0.00422275 0.00291296 0.00223902 0.00236368 0.00201352
internal_count=3910 3784 3604 3026 2822 2601 2331 2251 2162 1981 1895 1740 1632 1563 1387 69 1281 1142 1086 221 270 1007 975 894 835 670 59 155 106 108
is_linear=0
shrinkage=0.00140032


Tree=1855
num_leaves=20
num_cat=0
split_feature=1 150 16 4 42 4 133 15 12 12 3 1 0 0 1 15 1 49 43
split_gain=9.75505e-05 0.000168566 0.000258896 0.000158279 0.000166609 0.000163049 0.00019837 0.000149832 0.000112674 0.00022675 0.000191723 0.000162882 0.000152168 0.000148705 0.000138848 0.000136182 0.000109964 9.87148e-05 8.61039e-05
threshold=0.085835000000000009 0.077110000000000012 -0.09601999999999998 -0.082054999999999975 0.091330000000000008 -0.51381999999999983 0.065880000000000008 1.0000000180025095e-35 0.10106500000000002 0.090480000000000019 -0.015064999999999997 0.14000500000000002 -0.10071499999999999 -0.11756999999999999 0.11507500000000002 -0.14487999999999998 0.097070000000000004 -1.0000000180025095e-35 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 5 7 -1 18 17 9 10 -2 12 13 14 15 -12 -4 -5 -7
right_child=1 2 16 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0017570362835012438 0.0018530090666420546 0.0041767024488174277 -0.00096758642814451777 -0.0023896957481148516 0.0008075154006043383 -0.0011820825387943502 0.0032128506161446871 -0.003837125643541973 0.0013158765568753036 -0.0030874483534058701 0.0014884646546694756 0.0017862157883634113 -0.0030535740185253066 0.0015923251787110133 -0.0029729307623116109 -0.0016803139307929556 0.001831422532745655 -5.4872213175154706e-05 0.0012481772244881068
leaf_weight=0.0010796719215427908 0.0017311261562446096 0.0010188831805160725 0.0011523209620962769 0.0012960011037864427 0.001181673790497946 0.001189385966382836 0.001100798089958499 0.0010924187780568112 0.0019342749776745946 0.001043520176905983 0.001007566737224244 0.001025167203539918 0.0010607138165635664 0.0010833142312094424 0.0010322182588065054 0.0011182523219597229 0.001046817901679209 0.001558848928640881 0.0010935569427795722
leaf_count=48 332 124 79 293 363 337 162 341 191 373 41 96 183 21 51 73 146 578 78
internal_value=0 0.000312765 0.0015717 -0.000502633 -0.00125174 0.000358174 0.00103309 -0.00186821 -5.43274e-05 -0.000345515 9.55304e-06 -0.000494815 -0.000935858 -0.000406241 -0.00109182 -0.000178419 0.000364777 -0.0011148 -1.79591e-05
internal_weight=0 0.0142542 0.00321802 0.00959236 0.00512894 0.00446341 0.00338374 0.00394727 0.0110362 0.00910188 0.00805836 0.00632723 0.00530207 0.00424135 0.00315804 0.00212582 0.00219914 0.00285485 0.00228294
internal_count=3910 1710 349 2200 1575 625 577 1212 1361 1170 797 465 369 186 165 114 225 871 415
is_linear=0
shrinkage=0.00625138


Tree=1856
num_leaves=27
num_cat=0
split_feature=1213 14 1374 51 1 50 47 38 1 124 42 403 159 48 4 133 49 15 15 2 52 52 16 16 43 16
split_gain=0.000524911 0.000538098 0.000310001 0.000309083 0.00040122 0.000469794 0.000349767 0.000453665 0.000525407 0.000341943 0.000283442 0.000424082 0.000336098 0.000269279 0.00036705 0.000249197 0.000499278 0.000319111 0.000332515 0.000240204 0.000232149 0.00026362 0.000400097 0.000235705 0.000217919 0.000197583
threshold=-1.0000000180025095e-35 0.077685000000000018 0.087785000000000016 -0.40274499999999996 0.14000500000000002 0.11812000000000002 0.11771000000000002 1.0000000180025095e-35 0.11235500000000002 -0.036134999999999994 -1.0000000180025095e-35 0.03138500000000001 0.10519500000000001 0.096835000000000018 0.24280000000000004 0.086975000000000011 -0.085974999999999982 -0.095799999999999982 -0.10071499999999999 0.091025000000000009 -0.098644999999999983 0.11588000000000002 0.0015250000000000001 -0.072804999999999981 0.12512500000000001 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 11 -11 15 14 -10 16 -12 18 19 -18 -19 22 23 25 -17 -22
right_child=1 -3 -4 4 -6 -7 -8 -9 13 10 12 -13 -14 -15 -16 24 17 20 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.00097303822731418306 -0.0007703657282193563 -0.001085329672548636 -0.00079491120390983664 0.00086479297564980506 0.00084714192366373104 -0.00087899210606166064 -0.00081232135422542088 -0.00079715643391400893 0.0003554824534061309 -0.0011635175702414207 -0.00059803446203970381 8.9184630024079922e-05 -0.00076836387336861179 4.7490062724247956e-05 0.0015521074534585314 -0.00059001400047553208 -8.977476515093763e-05 -7.8224955528869802e-05 -0.00068942019870046976 0.00076906759146857747 0.00021999875548089928 -0.00011356562910611182 0.001351724737314959 -3.1270596437341563e-05 0.0002741061576792673 0.0010487747282122459
leaf_weight=0.0014006252658088072 0.0010462746402770664 0.0010783592352048834 0.001056058513149021 0.0013327314919304714 0.0016956601839948687 0.0012724753834018393 0.001008657248918964 0.0012461782834553006 0.0011668129260732343 0.0011467262200899183 0.0015679076613226419 0.0016236189977016924 0.0010239405206910598 0.0010076094778699307 0.0014051878675256577 0.001849493022000325 0.001962938066207176 0.0013722387866406073 0.0012479687354085443 0.0013786622357496725 0.0011417606810926089 0.0010287053696442783 0.0019081577496509183 0.001458117546669746 0.0011945376836521859 0.001915574536793585
leaf_count=592 126 112 95 136 151 207 68 66 91 461 90 121 118 48 157 443 75 178 43 35 88 107 52 160 17 73
internal_value=0 1.1421e-05 4.61468e-05 7.30606e-05 0.000100676 5.88463e-05 0.000100015 0.000132905 0.000176261 8.93316e-05 4.19684e-05 -0.000429345 0.000110509 0.000738526 0.00100925 0.000160432 0.000244009 0.000342431 5.16111e-06 0.000264563 0.000517843 0.0006276 0.000746294 0.000490448 -0.000250916 0.000739269
internal_weight=0 0.0351364 0.034058 0.0330019 0.0319557 0.03026 0.0289875 0.0279789 0.0267327 0.0231531 0.0218203 0.00277035 0.01905 0.00357961 0.002572 0.0180261 0.014982 0.0134141 0.00458957 0.0033416 0.00882455 0.00745232 0.00642361 0.00451545 0.00304403 0.00305734
internal_count=3910 3318 3206 3111 2985 2834 2627 2559 2493 2197 2061 582 1479 296 248 1361 901 811 153 110 658 480 373 321 460 161
is_linear=0
shrinkage=0.00157699


Tree=1857
num_leaves=19
num_cat=0
split_feature=403 2 48 484 42 4 12 43 160 403 52 151 0 0 2 52 3 42
split_gain=8.70597e-05 9.30879e-05 0.000149805 0.000167554 0.000129923 0.000177355 0.00024008 0.000228264 0.000143491 0.000128162 0.000113924 0.000145446 0.000118222 0.000194746 0.000259222 0.000118023 9.9953e-05 4.37721e-05
threshold=-1.0000000180025095e-35 0.14073000000000005 0.12649500000000002 -0.0043499999999999988 -0.11403999999999999 0.15927500000000003 0.098355000000000012 0.098320000000000005 -0.092169999999999988 0.088825000000000015 1.0000000180025095e-35 0.032230000000000009 -0.07773999999999999 -0.10071499999999999 0.086245000000000002 0.10898500000000001 0.11818000000000002 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 16 8 -6 10 11 12 13 14 -10 -12 17 -7
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0013796549636403554 -0.00177530417375512 0.0014533420761446529 -0.0019747974769991111 -0.0014683694173572529 -0.0016086725995740441 0.0018912292829267722 0.0033891250461253503 -0.0020477744803766508 0.0016603502468042672 -0.0011404048549126117 0.0022517133303478838 0.0018666014880413487 0.00099675560592459153 -0.0024675284530244115 -0.0015061325280490265 4.2069902622259508e-05 -0.00083819568072294754 0.00039633143305032128
leaf_weight=0.0012102802477716298 0.001252632600282271 0.0012405898065515264 0.0010219192950575709 0.0011971867159238777 0.001047548044186831 0.0010953235215649731 0.001070128958609029 0.0013177641617619093 0.0014544188071852178 0.0012833905547511302 0.0019057565093003603 0.0012596667151036911 0.0018478899982956069 0.0011067403559879563 0.0013772908247917659 0.0010129679653738677 0.0010067073495337447 0.0010494504594328255
leaf_count=930 506 218 84 128 284 107 58 200 27 190 118 90 331 277 116 45 65 136
internal_value=0 6.04489e-05 -2.06524e-05 7.77943e-05 0.000199759 0.000311732 0.00124844 2.12541e-05 0.000242998 0.000415446 0.000615829 0.000255853 -9.4802e-05 -0.000606952 0.000120232 0.00148484 0.000521539 0.00115977
internal_weight=0 0.0225474 0.0213068 0.0202849 0.0190322 0.017835 0.00422161 0.0136134 0.0122957 0.0112481 0.00996473 0.00704601 0.00578634 0.00393845 0.00283171 0.00291872 0.00315148 0.00214477
internal_count=3910 2980 2762 2678 2172 2044 366 1678 1478 1194 1004 841 751 420 143 163 308 243
is_linear=0
shrinkage=0.00523088


Tree=1858
num_leaves=18
num_cat=0
split_feature=1 4 4 150 151 12 12 0 2 1 16 52 1 1 3 150 0
split_gain=8.22269e-05 0.00014306 0.000202919 0.000142687 0.000220382 0.000135612 0.000159534 0.000145229 0.000117781 0.000110999 0.000157016 0.000249786 0.000118389 0.00016432 0.000110137 0.000104591 8.05611e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.51381999999999983 0.077110000000000012 -0.056409999999999995 0.083175000000000013 0.091555000000000011 -0.084074999999999997 0.10066500000000002 0.12864500000000004 0.050115000000000007 -0.013104999999999999 0.092550000000000007 0.10113500000000002 0.094625000000000015 0.11398500000000002 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 -3 7 -7 -4 10 11 -2 -13 -14 -15 -6 -11
right_child=3 5 8 4 15 6 -8 -9 -10 16 -12 12 13 14 -16 -17 -18
leaf_value=-0.0016726120613227403 0.0025545228369474836 -0.0026939506394366357 0.00031227262116712636 0.0038595617493386203 0.0017642270707180123 -0.000866125628444112 -0.0023059318495960812 0.0019203325862775682 0.0033706713285393715 0.002521404543688259 -0.0024673872071602734 0.00092826632122430027 -0.0033565631266262766 0.00057871620917085594 -0.0019254195700645572 -0.0011706780393158092 0.0001601558802897842
leaf_weight=0.0010720830406196757 0.0012949666505033836 0.0015910268362716029 0.0010978896401967475 0.0011056134698505943 0.00100129463869958 0.0018899246023443284 0.001430572479269792 0.0013610266781218794 0.0010345852898288044 0.0010497949846099211 0.0013236434989310764 0.0015490549806878012 0.0010837524135609566 0.0018723474205247226 0.001231733927642864 0.0010546499095931833 0.001463023772602501
leaf_count=48 134 228 84 216 76 763 658 385 34 121 328 255 149 155 60 57 159
internal_value=0 -0.000482355 0.000635629 0.000301827 0.00151793 -0.00105352 -0.000496012 0.000300439 0.00179608 -5.19348e-05 -0.000412389 -2.55655e-05 -0.000607959 -0.0011762 -0.000414953 0.000258692 0.00114663
internal_weight=0 0.00947711 0.00320456 0.0140299 0.00316156 0.00627255 0.00468152 0.00325095 0.00213247 0.0108683 0.0083555 0.00703186 0.00573689 0.00418783 0.00310408 0.00205594 0.00251282
internal_count=3910 2200 166 1710 349 2034 1806 1148 118 1361 1081 753 619 364 215 133 280
is_linear=0
shrinkage=0.00650394


Tree=1859
num_leaves=26
num_cat=0
split_feature=1213 14 46 3 124 48 40 50 133 130 158 43 43 4 1 2 2 48 457 1 4 16 13 0 457
split_gain=0.00048503 0.000304916 0.000281935 0.000430968 0.000251858 0.000290723 0.000296399 0.000310146 0.000373754 0.000521971 0.000360686 0.000327341 0.000656971 0.000312225 0.000278623 0.000456622 0.000342398 0.000209433 0.000236694 0.000261213 0.000325082 0.000187025 0.000161464 0.000161074 6.4445e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.084955000000000017 0.24227500000000002 -0.061329999999999989 0.12649500000000002 -0.062739999999999976 0.10119500000000002 -0.085714999999999986 -0.0015749999999999998 0.087355000000000016 -0.15109999999999998 -0.089949999999999988 -0.34687499999999999 0.11198000000000001 0.11230000000000001 0.099015000000000006 0.087945000000000009 0.082870000000000013 0.095575000000000007 -0.017449999999999997 -0.090129999999999988 -0.012339999999999999 -0.017269999999999997 0.088850000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 22 -10 11 23 -13 -14 15 16 17 18 19 20 -15 -22 -8 -11 -19
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12 12 13 14 -16 -17 -18 24 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00080386331970181064 0.00053815941363470838 -0.00066602018067195572 -0.00062197046824298845 0.00084349385578429722 -0.00061251361164386172 -0.00059529454826855253 0.00081931325695332429 -0.00063040339151465856 -0.00076142144988137746 0.00028655995465887672 -0.00060167754363029519 -0.00094889662136838011 -0.00044424203360970792 0.00041038209223544849 0.00069978302454034116 -0.00066859883563296729 0.00074268997339968544 -0.00050279740171130835 0.00080898730741977599 0.0006499675040470234 9.7802436378633705e-05 -0.00063351004645982459 0.00014719248365317541 0.00094861779431612114 -3.0556829130465671e-05
leaf_weight=0.0012985762164724182 0.0016305936981139612 0.0010931731073643416 0.0010711355459065422 0.0011948685760696512 0.0011727811302339177 0.0013389656238431682 0.0016463826398420978 0.0010631192999421965 0.0013287073581115518 0.0014794816719612136 0.0012176392133666216 0.0010334543357428403 0.0014348912946195906 0.0016621099589433858 0.00171595677049076 0.0011251074748993848 0.0017819357682299372 0.0010005885476729315 0.0010097586963535576 0.0012223604604688632 0.001016015056497066 0.001519608587991733 0.0010005757080871888 0.0011274889799324219 0.0010121607521602627
leaf_count=592 259 119 58 162 112 91 183 340 157 78 181 190 164 325 112 90 114 72 50 74 60 172 113 20 22
internal_value=0 1.88369e-05 4.31397e-05 6.70992e-05 3.45939e-05 4.07968e-06 3.54656e-05 6.6614e-05 9.83704e-05 3.86333e-05 9.35464e-05 0.000140211 6.75961e-05 0.000140042 0.000204209 0.000129283 0.000217082 0.000106145 0.000222425 0.000113149 -4.31705e-05 -0.000340476 0.000565245 0.000572893 -0.00026532
internal_weight=0 0.0318989 0.0308057 0.0297346 0.0285397 0.0269091 0.0255701 0.0243973 0.0233342 0.0206873 0.0193586 0.0181409 0.0155339 0.0145005 0.0130656 0.0113496 0.0102245 0.0084426 0.00642985 0.00542009 0.00419773 0.00253562 0.00264696 0.00260697 0.00201275
internal_count=3910 3318 3199 3141 2979 2720 2629 2517 2177 1881 1724 1543 1445 1255 1091 979 889 775 681 631 557 232 296 98 94
is_linear=0
shrinkage=0.00131955


Tree=1860
num_leaves=16
num_cat=0
split_feature=41 42 1 3 40 2 3 1 15 15 12 2 0 48 4
split_gain=8.47506e-05 9.76723e-05 0.000156459 0.000128855 0.000143506 0.000139072 0.00027138 0.000223904 0.000156448 0.000299081 0.000238411 0.000144308 0.000293657 0.000110951 7.79461e-05
threshold=0.078535000000000008 -1.0000000180025095e-35 0.090355000000000005 -0.11266 -0.0063949999999999988 0.11230000000000001 0.10420500000000001 0.11235500000000002 0.083935000000000023 -0.053579999999999996 0.083175000000000013 0.089710000000000012 -0.10209999999999998 0.091065000000000021 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 -5 6 8 -7 9 11 -11 12 -6 -9 -3
right_child=-2 3 -4 4 5 7 -8 13 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0023702683748257373 -0.0017759881920449241 0.00019684876599619796 0.00060636622702074173 0.002033875136231462 -0.0029009807917632219 -0.0041393544969979103 0.0027063196348921046 0.0015298191140451776 0.0014649934958490319 -0.00088858883984681302 -0.0054306970224682807 0.0019634356399751149 0.0012594916283169024 -0.0017291175578457193 0.0025981123881486374
leaf_weight=0.0018855189670731768 0.0012801255303524486 0.001089324997377128 0.0016333177531199783 0.0016106034811233369 0.0015285119852831413 0.0010525120955619397 0.0017783072171521927 0.0010030943226392308 0.0019700933911244722 0.0013269056724177792 0.0010077310362311132 0.0015791122641289346 0.0018689206706741235 0.0010701404289443772 0.001740466868203421
leaf_count=833 195 111 189 303 62 160 118 96 652 120 340 190 325 85 131
internal_value=0 8.70661e-05 -0.000988621 0.000290289 4.24462e-05 -0.000183661 0.000186922 -0.00149486 -0.000295799 -0.000770267 -0.00284916 0.000205 -0.000612314 -0.000152344 0.00167375
internal_weight=0 0.0221446 0.00351884 0.0186257 0.0157959 0.0141853 0.0110596 0.00312575 0.00928128 0.00731118 0.00233464 0.00497654 0.00339743 0.00207323 0.00282979
internal_count=3910 3715 1022 2693 2451 2148 1807 341 1689 1037 460 577 387 181 242
is_linear=0
shrinkage=0.00704007


Tree=1861
num_leaves=30
num_cat=0
split_feature=14 1429 1213 1456 4 11 3 16 38 124 40 13 15 2 1186 43 160 150 151 49 3 49 9 42 16 160 1 4 52
split_gain=0.000656895 0.000569122 0.000558348 0.000412207 0.000378726 0.000528423 0.000316408 0.000543488 0.000285326 0.000635672 0.000408689 0.000490342 0.000364716 0.000459958 0.000265663 0.00040896 0.000340738 0.000474932 0.000323813 0.000344539 0.000276237 0.000429327 0.000417001 0.000264348 0.000457773 0.000177197 0.00035378 0.000340482 0.000142678
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50657000000000008 0.088315000000000018 -0.15121499999999996 0.10994000000000002 1.0000000180025095e-35 -0.048219999999999992 -0.061244999999999994 -0.094679999999999986 0.090325000000000003 0.097940000000000013 0.085080000000000003 1.0000000180025095e-35 -0.10117499999999999 -1.0000000180025095e-35 0.056555000000000001 -0.075429999999999983 -0.078669999999999976 -0.073619999999999977 0.084755000000000011 -0.09547499999999999 0.0015250000000000001 0.088785000000000017 0.095575000000000007 -0.0017649999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 -8 -11 12 13 -12 15 16 -13 -18 20 -20 23 -22 25 -19 -25 26 27 -23 -28
right_child=-2 2 3 4 -6 -7 8 -9 -10 10 11 14 -14 -15 -16 -17 17 18 19 -21 21 22 -24 24 -26 -27 28 -29 -30
leaf_value=-0.0011002338318957534 -0.0010591856755793139 -0.00087569797618238725 -0.00072909004930175967 0.0013394603954004695 0.00095005372261778068 -0.00082165608207252427 0.00097310246325049785 -9.5661673490490649e-05 -0.00065176443151665074 -0.00067841058488499098 -0.00026991791943094918 -0.00071381334941848242 0.0013335121783377031 0.0008476841100304017 0.00066196386440622846 -0.00075984009076248641 -0.00089514913719211924 0.00051981118977484581 0.00026884871026753779 -0.00090118176182956442 -0.00047712870162811108 0.00064238059814225904 -0.00036467747869689158 -0.00080250440043468281 0.00044409508456740883 0.0011580241989233792 0.00052045574956449334 -0.00056415087223624452 0.0011720021042281325
leaf_weight=0.0010323580237943377 0.0013668432799257548 0.0014683671408090284 0.0013982913021481072 0.0012558921202667694 0.0011915255274323388 0.0014282860062504446 0.0018256626705739484 0.0011720891371354014 0.0011833238000199522 0.0016656053788733352 0.001625490902604553 0.001336016096730285 0.0010517017822591068 0.0017644260720022231 0.0012983219203519516 0.0016845680970579693 0.001066515487547103 0.0011901650706206083 0.0010617424813217369 0.0012697224728412957 0.0011250215364100313 0.001131150955982152 0.0010433833009595439 0.0017842082998465172 0.0010903932078220047 0.0013424779898690842 0.0014449399624467674 0.0010236796073685092 0.0016584951650351343
leaf_count=180 126 578 287 72 209 80 191 39 63 105 88 231 18 98 49 303 74 88 32 45 37 70 23 509 119 44 41 47 64
internal_value=0 1.00407e-05 4.05398e-05 7.77942e-05 0.000110295 8.04473e-05 0.000120593 0.000646666 7.75381e-05 0.000107836 4.85788e-05 9.70286e-05 0.000553713 0.000311785 -1.67413e-06 -4.64276e-05 2.19807e-05 8.25425e-05 0.000151299 -0.000368353 0.000245702 0.000397102 0.000525767 -8.09236e-05 -0.000329645 0.00066652 0.000541035 6.92025e-05 0.000868646
internal_weight=0 0.0386138 0.0375815 0.0361131 0.0347148 0.0335233 0.032095 0.00242798 0.029667 0.0284837 0.026658 0.0249924 0.00444162 0.00338992 0.0205508 0.0192525 0.0175679 0.0162319 0.0151654 0.00233146 0.0128339 0.00876915 0.00764413 0.00406477 0.0028746 0.00660074 0.00525827 0.00215483 0.00310344
internal_count=3910 3784 3604 3026 2739 2530 2450 111 2339 2276 2085 1980 204 186 1776 1727 1424 1193 1119 77 1042 326 289 716 628 266 222 117 105
is_linear=0
shrinkage=0.00151575


Tree=1862
num_leaves=31
num_cat=0
split_feature=14 1213 1429 133 133 160 157 157 1374 42 133 42 129 51 4 4 0 0 52 0 151 13 12 12 3 16 3 403 4 13
split_gain=0.000642554 0.000592329 0.000604967 0.00053351 0.000640194 0.000453887 0.00042668 0.000391266 0.000381536 0.000381389 0.000734114 0.000488538 0.000341482 0.00038963 0.000405532 0.000522024 0.000407287 0.000520322 0.000557043 0.000443069 0.000437598 0.000378064 0.000311306 0.000305511 0.000520099 0.00028784 0.000243944 0.000236997 0.000167643 0.000127978
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.26719999999999994 -0.17468499999999998 -0.40446999999999994 -0.073574999999999988 -0.084354999999999986 0.087785000000000016 0.088115000000000013 0.091545000000000015 0.084100000000000022 0.089165000000000008 0.12190000000000002 0.25367000000000006 -0.030814999999999995 -0.10071499999999999 -0.10209999999999998 -0.068164999999999989 -0.21145499999999998 0.054740000000000004 0.066010000000000013 0.091555000000000011 0.084235000000000018 0.045635000000000002 0.28937500000000005 0.10666500000000002 0.03138500000000001 0.41452500000000009 -0.077154999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 11 22 12 13 14 15 23 17 18 20 -20 -17 -18 29 24 -8 -24 27 -25 -16 -11
right_child=-2 2 3 4 5 6 8 -9 -10 10 -12 -13 -14 -15 28 16 21 -19 19 -21 -22 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0008377839998590734 -0.0010377978657174257 -0.001032530474512821 -0.00091651203335768713 0.0011857855550323018 -0.00088104075682925392 4.0167490790639503e-05 0.0012666651123703961 0.0010965379483695763 -0.00080580055508776304 0.0007259806148863855 -0.00048484650582742762 -0.00078298682082840335 -0.00059997515486331075 -0.00065593860812372001 0.00095869476327212211 -0.00011334095231692715 -0.0011529425908096992 0.0009210383199654323 5.8003070128202677e-05 -0.0010567455920256223 0.0010303698024242665 -0.00011151788099084822 -6.4659105019947076e-05 -0.00053495940288207698 5.3933652894011086e-05 0.00080916524376684182 0.00069741695066548261 0.00035019923979081219 0.0002837682472556419 0.0013761409150632583
leaf_weight=0.0016524412424372683 0.0012614487573091573 0.0010633192132485361 0.0011064004100381766 0.0011385708236142369 0.0010213130987240518 0.0013361898932724436 0.0016638753330227461 0.0016797844883833504 0.0010550608449886303 0.0017941602242481647 0.0016868352797661246 0.0015993917974593255 0.001598021200442056 0.0013618380525812759 0.0016105942939183817 0.0019200649397002056 0.0013942542161056257 0.0011897071124202675 0.0013448470085108966 0.001730697646572299 0.0011267481324139794 0.0015764566482053821 0.0019284201546656554 0.0014527241627576015 0.0013675155947296957 0.0013675296088351274 0.0010178757914758307 0.0011504834748574666 0.0015167630323953893 0.0010012168431590409
leaf_count=578 126 180 204 50 227 197 56 164 64 139 330 220 118 43 95 65 201 10 24 54 21 47 137 248 58 46 10 43 114 41
internal_value=0 1.73309e-05 5.19633e-05 8.0983e-05 0.000109551 7.68684e-05 0.000103693 0.000628526 5.63794e-05 8.4455e-05 0.000365684 -4.38665e-06 4.97034e-05 9.81621e-05 0.00014935 6.034e-05 -0.000145397 3.94156e-05 -0.000131903 -0.000569298 0.000309617 -0.000600293 0.000601217 0.00037835 0.00071958 0.000297901 9.26888e-05 -0.000143765 0.000631357 0.000958848
internal_weight=0 0.0424531 0.0408007 0.0397373 0.0386309 0.0374924 0.0364711 0.00301597 0.0334551 0.0324 0.00777816 0.0246219 0.0230225 0.0214244 0.0200626 0.0169353 0.0102828 0.00731206 0.00612236 0.00307554 0.00304681 0.00297071 0.00609133 0.00665247 0.00303139 0.00329595 0.00362108 0.00260321 0.00312736 0.00279538
internal_count=3910 3784 3206 3026 2822 2772 2545 361 2184 2120 693 1427 1207 1089 1046 837 422 174 164 78 86 248 363 415 114 183 301 291 209 180
is_linear=0
shrinkage=0.00145689


Tree=1863
num_leaves=18
num_cat=0
split_feature=14 157 0 14 124 48 40 3 160 3 160 16 16 1 52 2 4
split_gain=8.99747e-05 0.000196486 0.000174232 0.000135872 0.000192031 0.000247556 0.000249192 0.000196833 0.000172969 0.0001575 0.00027177 0.000311278 0.000458625 0.000232262 0.000180554 0.000125379 0.000123452
threshold=0.020750000000000005 -0.073574999999999988 -0.11524 -0.13131999999999996 -0.061329999999999989 0.12675000000000003 -1.0000000180025095e-35 0.097615000000000021 0.099550000000000013 -0.074234999999999982 0.031805000000000007 0.24895000000000003 -0.078844999999999985 0.08844500000000001 -0.0025949999999999997 0.097940000000000013 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 8 9 10 11 12 13 -8 -11 -9 -16
right_child=-2 3 -4 4 5 -7 7 15 -10 14 -12 -13 -14 -15 16 -17 -18
leaf_value=0.0032907600065898469 -0.0016748544201646222 -0.0017109353127991358 6.1823301790927583e-05 0.0022724261778431011 -0.0025272900060410953 -0.0027654962714127457 -0.0007410539563848579 3.5326418039853839e-05 -0.002300426929852425 -0.0028254256356921408 0.0029611307134873592 0.0027238614702457739 -0.0030466213252870731 0.0020573012844290026 -0.0015199005087072151 0.0024653529668859798 0.00091114861305712262
leaf_weight=0.0010817477148989951 0.0010004267529130908 0.0015697101589424991 0.0010614252863294848 0.0011428244456614415 0.001124922300296107 0.0010675284016756761 0.0019930833298231225 0.0010850175065028047 0.0010266574204037546 0.0010446344313315634 0.0012874101991393605 0.0011999578889582974 0.0015647190527860845 0.0018184189689757629 0.0011191975800427046 0.001826668401698428 0.001667294023808677
leaf_count=44 153 123 446 238 141 94 694 56 214 117 92 197 621 183 266 164 67
internal_value=0 6.02092e-05 0.0016916 -0.000110029 2.24531e-05 -0.000121797 4.66142e-05 0.000231827 -7.21265e-05 0.000123492 0.000582133 0.0001164 -0.000465578 0.000594006 -0.000817894 0.00155982 -6.52851e-05
internal_weight=0 0.0226812 0.00214317 0.020538 0.0189683 0.0178255 0.016758 0.0156331 0.0127214 0.0116947 0.00786359 0.00657618 0.00537622 0.0038115 0.00383113 0.00291169 0.00278649
internal_count=3910 3757 490 3267 3144 2906 2812 2671 2451 2237 1787 1695 1498 877 450 220 333
is_linear=0
shrinkage=0.00566207


Tree=1864
num_leaves=29
num_cat=0
split_feature=1213 14 1456 151 49 52 13 2 15 131 47 50 15 42 151 43 133 42 12 2 457 4 12 47 3 2 51 48
split_gain=0.000611626 0.000616811 0.000426647 0.000342814 0.000372887 0.000316421 0.000572083 0.000549941 0.00049106 0.000387198 0.000404878 0.000545608 0.000360289 0.000342254 0.00030115 0.000374544 0.000386121 0.000475154 0.000574266 0.000320208 0.000272646 0.000546123 0.000252727 0.000196703 0.000187581 0.000148474 0.000123461 6.39245e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.40391999999999995 0.10447000000000002 0.11588000000000002 -0.091229999999999992 0.097940000000000013 -0.03231499999999999 0.097135000000000013 0.09252500000000001 0.086465000000000014 0.05377500000000001 -0.080904999999999991 0.056555000000000001 0.030755000000000001 0.090545000000000014 0.091145000000000018 0.086935000000000012 0.093815000000000009 0.072090000000000015 -0.012149999999999999 0.095775000000000013 0.096175000000000024 0.094625000000000015 0.084235000000000018 0.084305000000000019 0.10417000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 12 -7 10 11 14 -5 -12 15 16 17 18 19 20 21 25 -9 -15 -21 -8 -16 -6
right_child=1 -3 3 4 27 8 9 22 -10 -11 13 -13 -14 23 26 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00092526013129520497 -0.0007316768049900102 -0.00099585773755609015 -0.00074311043248084709 -0.00034513694508859854 0.00039691688785167156 0.000197680512714509 0.0012673350991597979 0.0013396070168751246 -0.00085263976163490779 0.00075686669160658561 0.00020322849360063748 -0.00093754469302346902 0.00071015867968721614 -0.00036292820071782517 -7.9210422898609349e-06 -0.00056487098720905016 -0.00054176548966739196 0.0010310300079066502 -0.00069987949772224714 -0.00047364432808385181 0.001086784863515699 -0.00019828283980970345 0.00047097009782235175 -0.0012178341093714022 0.00035274445295676004 0.00051841167034920928 -0.00070091903073061785 0.00085393387145008025
leaf_weight=0.0015124377377258294 0.0014086520770753208 0.0012274469413349745 0.0010266176462625501 0.0017236506912950691 0.0012191163195995605 0.0018877166918094546 0.0010077016139553524 0.0016889045216117449 0.0018915331169031538 0.001387183937864799 0.0010051711439683642 0.0011036933347206906 0.0011414081784542063 0.001077165604287166 0.0010201571796329958 0.0012248247012883193 0.0011046945695205321 0.0018712197279779222 0.0012323749002491344 0.0012441052287175958 0.0014998547831341913 0.0019664852746655642 0.0012277466343779686 0.0012162818804237752 0.0010971539576640765 0.0012699470164427851 0.0011731397210397176 0.0013906215895390234
leaf_count=592 312 112 83 102 162 208 54 130 189 138 14 266 47 20 72 161 178 92 285 107 68 146 31 110 67 62 22 80
internal_value=0 1.97897e-05 5.43162e-05 8.62251e-05 0.000111511 6.70715e-05 0.000121799 0.00052863 -0.00032801 1.24007e-05 -3.89423e-05 5.26067e-05 7.52813e-05 -0.000505631 0.000122162 0.000203406 0.000279951 0.00036108 0.000226537 0.000367744 0.000552848 0.000364157 0.00097396 -0.00081631 -8.63845e-05 0.000849758 -0.000378588 0.000640442
internal_weight=0 0.0373346 0.0361071 0.0346985 0.0336719 0.0310621 0.0272829 0.00578171 0.00377925 0.0215012 0.020114 0.0168154 0.00286506 0.00329862 0.0157117 0.0135184 0.0122935 0.0111888 0.00931762 0.00808525 0.00574399 0.00424413 0.00291665 0.00229345 0.00234126 0.00227765 0.0021933 0.00260974
internal_count=3910 3318 3206 2894 2811 2569 2172 310 397 1862 1724 1580 149 144 1314 1220 1059 881 789 504 330 262 161 130 174 116 94 242
is_linear=0
shrinkage=0.00145689


Tree=1865
num_leaves=18
num_cat=0
split_feature=403 475 15 15 15 158 457 4 48 15 2 15 0 43 16 12 15
split_gain=8.49111e-05 9.00736e-05 0.000267799 0.00012012 0.000172403 0.000127222 0.000144823 0.000181906 0.000214562 0.000345209 0.000103344 9.46102e-05 0.000127563 0.000122777 0.000198374 0.000129236 4.83009e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0089749999999999986 -0.24219999999999997 -0.11739999999999999 0.081110000000000015 -0.066264999999999991 0.15927500000000003 0.092755000000000018 0.090505000000000016 0.092340000000000019 0.085120000000000015 -0.15137999999999999 -0.074254999999999988 0.20277000000000003 0.091475000000000015 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 8 9 11 -9 12 -8 14 -14 16 -15
right_child=1 3 -4 4 5 -7 7 10 -10 -11 -12 -13 13 15 -16 -17 -18
leaf_value=-0.0015469496029686856 -0.0031920015715958365 0.0017226146008652425 0.0010165723601393891 -0.001732057152006866 -0.0017537671773546299 -0.0016659997084902045 0.0015123640807622573 0.0035029745557769716 0.0020914040570377229 -0.0033003015331495703 0.00084267256828363742 0.0017896983088711523 -0.00082169030020924952 0.00045727475491952471 0.0021005432952987645 -0.0026685859365752442 -0.0011966667538011126
leaf_weight=0.0011892191424119477 0.0010521575969264785 0.0016291649341739585 0.0010465527763167106 0.001702958912246459 0.0010396640208312482 0.001140406434879177 0.001685040739153985 0.0010037672705158355 0.0018906583114201578 0.0010318184456998567 0.0010233282424585433 0.0012585282383954519 0.0017333215083263354 0.0013710762214989014 0.001507009640689283 0.0011536910112578749 0.00110779112399618
leaf_count=930 372 254 217 224 123 240 36 46 159 348 104 152 278 52 90 152 133
internal_value=0 6.84155e-05 -0.00109333 0.000188652 5.4646e-05 0.000234197 0.000371299 0.000520923 0.000260105 -5.90571e-05 0.00215999 0.000281634 5.98578e-05 -0.000296256 0.000537379 -0.00103988 -0.000281862
internal_weight=0 0.0223769 0.00209871 0.0202782 0.0186491 0.0169461 0.0158057 0.014766 0.0127389 0.0108483 0.0020271 0.00981646 0.00855793 0.00687289 0.00324033 0.00363256 0.00247887
internal_count=3910 2980 589 2391 2137 1913 1673 1550 1400 1241 150 893 741 705 368 337 185
is_linear=0
shrinkage=0.00589082


Tree=1866
num_leaves=27
num_cat=0
split_feature=14 1213 3 1456 52 453 128 124 40 133 130 43 4 474 160 1 48 1 4 4 0 12 13 3 3 16
split_gain=0.000463773 0.000477984 0.000308486 0.000279941 0.0002779 0.000258592 0.0002385 0.000244456 0.000235013 0.000297363 0.000376746 0.000349376 0.000322482 0.000341603 0.000556112 0.000328308 0.000596537 0.000363636 0.000302322 0.000273648 0.000218264 0.00019386 0.00028725 0.000140638 0.000129687 0.00012381
threshold=0.077685000000000018 -1.0000000180025095e-35 0.30601500000000009 -1.0000000180025095e-35 -0.42985499999999993 1.0000000180025095e-35 0.086435000000000012 -0.048219999999999992 -0.062739999999999976 -0.085714999999999986 -0.0015749999999999998 -0.15109999999999998 -0.34687499999999999 0.084655000000000022 -1.0000000180025095e-35 0.10113500000000002 0.11930500000000001 0.089455000000000021 -0.082054999999999975 0.05309500000000001 -0.23029999999999998 0.083715000000000026 -0.09602999999999999 -0.078884999999999997 -0.098574999999999982 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -9 23 -11 24 -13 14 -14 17 25 18 -16 -19 -20 -22 -23 -10 -12 -17
right_child=-2 2 -4 4 5 -7 -8 8 9 10 11 12 13 -15 15 16 -18 19 20 -21 21 22 -24 -25 -26 -27
leaf_value=-0.00085029648811081441 -0.00096754720168411084 -0.00064982727308353339 0.00077728329616303987 -0.00064854573741002035 0.00074549280439239736 -0.00057578463337075285 -0.00053825837578496468 -0.00046167170479425191 0.0002812810047582489 -0.00069685405842670836 0.0010309868637757014 -0.00050152766644638211 -0.00067418151964796728 0.00089579983150506594 0.00096395574781579264 0.00059498226099219647 -0.00036964278456344784 -0.00084486719377336466 0.00068171443700080776 7.0356389085887114e-05 -0.00059300228791851024 0.00072673463132606514 -0.0002090113967312387 0.00094940805331731042 0.00031571833896895776 0.0012696028399430276
leaf_weight=0.0013075618686283338 0.0010558502097908198 0.0012687087389861703 0.0011866277556759333 0.0011646108363258792 0.0013249724642401461 0.0012304061974985894 0.001163841265498621 0.0014705524845901033 0.0014246169858536661 0.0012466862034748718 0.0011047181850640797 0.0019264839970620671 0.001856632832685807 0.001146584813542185 0.0010047197788898201 0.0010307154112415562 0.0010031447231781954 0.0014336031924597759 0.0010538430842643633 0.0013430078314827787 0.001075209615413214 0.0010868359547657773 0.0019377891431105994 0.00126029034339628 0.0010488877992855796 0.0013129454441531694
leaf_count=578 126 311 162 290 244 72 166 121 166 146 69 88 387 164 70 80 25 105 13 27 48 17 266 92 32 45
internal_value=0 1.31486e-05 4.83131e-05 2.0337e-05 4.90119e-05 7.75301e-05 0.000107022 0.000135805 0.000103189 0.000138844 7.94382e-05 0.000129414 6.01934e-05 0.000130991 6.89675e-05 0.000181309 0.000570506 3.55265e-05 0.000232876 -0.000402186 9.03509e-05 -6.16563e-05 0.000127229 0.000594899 0.000682624 0.000972912
internal_weight=0 0.033414 0.0321064 0.0309198 0.0296511 0.0284865 0.0272561 0.0260922 0.0247673 0.0232967 0.0206118 0.0193651 0.0172115 0.015285 0.0141384 0.0122818 0.00334681 0.00893501 0.0061584 0.00277661 0.00515368 0.00409983 0.00302463 0.00268491 0.00215361 0.00234366
internal_count=3910 3784 3206 3044 2733 2443 2371 2205 1961 1840 1582 1436 1335 1247 1083 696 150 546 414 132 344 331 283 258 101 125
is_linear=0
shrinkage=0.00145689


Tree=1867
num_leaves=19
num_cat=0
split_feature=0 12 1186 1 0 3 43 4 2 51 47 3 15 48 16 15 3 0
split_gain=8.69362e-05 0.000154614 0.000105403 0.000109248 0.000219859 0.000348845 0.000337861 0.000166046 0.000175642 0.000147966 0.000181395 0.000246966 0.000185393 0.000186222 0.000195796 0.000188862 8.99356e-05 7.71095e-05
threshold=0.18055000000000002 0.11655500000000001 0.081240000000000021 0.076710000000000014 -0.060094999999999989 -0.084129999999999996 -0.077544999999999989 -0.23071499999999998 0.13345500000000002 0.10876000000000001 0.09252500000000001 -0.073124999999999982 0.083185000000000023 0.086215000000000014 -0.029944999999999996 -0.0089749999999999986 0.045635000000000002 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -5 9 10 12 -12 13 14 17 -16 -13 -9
right_child=-2 -3 -4 7 -6 6 -8 8 -10 -11 11 16 -14 -15 15 -17 -18 -19
leaf_value=-0.0043347141219642797 0.0016667228967203595 -0.0024373810225154654 0.0019071162231213479 -0.0019561026205572921 0.00098649446539119225 0.0014473284686807105 -0.00283652825639531 0.0021387988256138983 0.0027873816694629449 -0.0019109666205769167 0.0017809683159490997 -0.003049447551284828 -0.0012940538560228302 -0.00029586805377285582 -0.0012166330264298901 0.0022806617564293604 -0.00066537575110866708 0.0044025783145372494
leaf_weight=0.0012133277586773052 0.0011025274538571514 0.001011643133433728 0.0010511227953675642 0.0012258492593353329 0.0018050976167423615 0.0016000733082350499 0.0012179237445481316 0.0011145879841061605 0.001065844826737398 0.0011383763989910598 0.0010002478811115267 0.001180293766910534 0.0011894851555848546 0.0018666208978580512 0.0010244388062765619 0.0013369382860813602 0.0011972387499135095 0.0011466083423855647
leaf_count=767 44 182 113 217 134 305 605 79 188 88 122 52 391 150 133 111 46 183
internal_value=0 -9.61505e-05 1.46608e-05 -8.32188e-05 -0.000791162 -0.00158714 -0.000404132 0.000202002 0.000401502 0.000192973 0.000409595 -0.000774014 0.000930254 0.00133797 0.00199773 0.000763427 -0.00184892 0.00328672
internal_weight=0 0.0223857 0.0213741 0.020323 0.00583642 0.00403132 0.002818 0.0144865 0.0132607 0.0121948 0.0110565 0.00337778 0.00767868 0.00648919 0.00462257 0.00236138 0.00237753 0.0022612
internal_count=3910 3866 3684 3571 1811 1677 910 1760 1543 1355 1267 220 1047 656 506 244 98 262
is_linear=0
shrinkage=0.0061288


Tree=1868
num_leaves=19
num_cat=0
split_feature=11 0 1 2 13 15 2 3 15 47 52 13 16 52 16 16 16 1
split_gain=8.51237e-05 9.2267e-05 0.000126563 0.00021318 0.000198412 0.000315087 0.000243223 0.000197137 0.000273635 0.000155097 0.000190861 0.000145896 0.000197182 0.000145345 0.00013558 0.000109907 0.000122778 5.09784e-05
threshold=0.088315000000000018 0.18055000000000002 1.0000000180025095e-35 0.10393500000000001 -0.0010249999999999997 0.035895000000000003 0.114165 -0.084129999999999996 0.083935000000000023 0.09252500000000001 -0.074484999999999982 -0.062819999999999987 -0.088144999999999987 0.086635000000000004 0.0015250000000000001 -0.0083999999999999995 -0.09601999999999998 0.12381000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 9 11 13 14 10 -6 12 -4 -1 -9 16 -12 -11
right_child=-2 -3 4 -5 5 -7 -8 8 -10 17 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.002841503087285641 -0.0014424907922109059 0.001573601830652805 0.0010678696044715183 -0.0025594948588719859 -0.00066157924147418302 -0.0025851269026055321 0.0030651699677797582 -0.0016766416893511172 0.0025986268032805663 -0.0015069264810545146 0.0019750056640465722 0.0020673504597721309 -0.0017497477871208941 -3.9659898276855901e-05 0.00091718615113088695 0.002761727380247189 -0.00035768642644751192 1.5641810664501695e-05
leaf_weight=0.0010251492675945198 0.0010828603757021263 0.0010491299924187117 0.0014979685004243163 0.001247861407124011 0.0018797531732364101 0.0012973133010723567 0.0012786848676491387 0.0012058572258525514 0.0012128315452164529 0.001476357483153945 0.0012069411814171248 0.0010695718539154297 0.0012439559070339529 0.0010015035045692761 0.0010159463671360891 0.0011125127503888149 0.0012639113007573144 0.0010156322883787539
leaf_count=530 145 37 214 339 150 160 222 363 361 76 111 259 404 255 113 77 52 42
internal_value=0 5.96144e-05 -1.58363e-05 -0.000608849 0.000261562 -0.000194772 0.00109104 -0.000163142 0.000600273 0.000195045 0.00068834 0.000428757 -0.000210427 -0.00145693 -0.000490583 0.00139648 0.000781767 -0.00088639
internal_weight=0 0.0221009 0.0210518 0.00670915 0.0143426 0.00925242 0.00509018 0.00546129 0.00343464 0.00795511 0.00546312 0.0038115 0.00274192 0.00202665 0.0022218 0.00358337 0.00247085 0.00249199
internal_count=3910 3765 3728 1961 1767 668 1099 1622 837 508 390 877 618 785 476 240 163 118
is_linear=0
shrinkage=0.00523088


Tree=1869
num_leaves=17
num_cat=0
split_feature=484 1429 475 52 15 49 130 16 133 47 51 2 4 133 2 13
split_gain=8.63811e-05 0.000113746 0.000151733 0.00012955 0.000176476 0.000161278 0.000119652 0.000195404 0.000171067 0.000167358 0.000159716 0.000231054 0.000345337 0.000279226 0.000188611 8.31284e-05
threshold=-0.0043499999999999988 0.084485000000000018 -1.0000000180025095e-35 0.18936500000000003 -0.24219999999999997 -0.14917999999999998 -0.0015749999999999998 -0.30307999999999996 -0.0023199999999999996 0.09550500000000002 0.08955500000000001 0.086545000000000025 -0.00072999999999999985 0.090085000000000012 0.095195000000000016 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 15 -9 10 11 12 -10 14 -13 -8
right_child=1 -3 3 -5 5 6 7 8 9 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.0014677248560209441 -0.0023860067862878742 0.0021833501138215465 0.0027823622460631369 -0.0018231934592337449 0.0022013523587385399 -0.001809593305316395 -0.00049401308138159576 -0.0016078806695001961 0.0012495057843936986 0.0024671883748945697 -0.0017746288875767639 0.0040194142228197312 -0.0032834875194443155 -0.00076575018481956801 0.00085961355694917467 -0.002954652882446195
leaf_weight=0.0015445681108211149 0.0010369631705839507 0.0010091485932178781 0.0010599621968672901 0.0013037640768992628 0.0013658522862192149 0.0014783679086222143 0.0012124814479206325 0.0014750669042005457 0.0015468179678438387 0.001822509062187728 0.0012424393589646199 0.0017687859037224807 0.0012240627549999876 0.0014159812863009658 0.0013575698014670345 0.0010344973164937441
leaf_count=612 272 206 237 310 84 303 66 599 303 118 132 100 68 208 152 140
internal_value=0 9.37911e-05 -9.85418e-06 0.000117759 0.000258311 0.000100418 -8.37811e-05 9.71655e-05 0.000423987 0.00071278 0.000339059 0.000698153 -0.000752987 0.00158337 0.00264732 -0.00162688
internal_weight=0 0.0213543 0.0203451 0.0193082 0.0180044 0.0169444 0.0155786 0.0141002 0.0118532 0.0103782 0.00855566 0.00731322 0.00277088 0.00454234 0.00312636 0.00224698
internal_count=3910 3298 3092 2820 2510 2273 2189 1886 1680 1081 963 831 371 460 252 206
is_linear=0
shrinkage=0.00637641


Tree=1870
num_leaves=18
num_cat=0
split_feature=128 50 15 158 15 156 1 0 0 15 48 42 133 43 0 2 3
split_gain=9.00814e-05 0.000105424 0.000171187 0.000118993 0.000169405 0.000155562 0.000121674 0.00034097 0.000256576 0.000142393 0.000139561 0.000114469 0.000241812 0.00011778 0.000114334 0.000143816 3.69723e-05
threshold=0.081870000000000012 0.10119500000000002 -0.26361999999999991 0.084710000000000021 -0.095799999999999982 0.084330000000000016 0.076710000000000014 -0.089879999999999974 -0.084154999999999994 -0.010069999999999997 0.085265000000000021 -1.0000000180025095e-35 0.087035000000000015 -0.082094999999999987 -0.10209999999999998 0.086650000000000019 -0.077384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 6 7 -6 10 -10 16 -9 13 -13 15 -4 -8
right_child=-2 -3 3 -5 5 -7 8 11 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0025266480394618 -0.0017567537712797983 -0.0015798405800268476 -0.0034037531257301436 -0.0018698952493589386 -0.0028897434893133678 -0.0012485357478265284 0.004213708705579796 -0.00098794788196626183 0.0012993933443046636 -0.0016164608235125185 0.0009273257842114795 0.0040283911768031928 -0.00072690618800886242 0.0013264202984365305 0.00067470854091699315 -0.00056583704063672079 0.0026002814742202792
leaf_weight=0.0011099112087259227 0.0010568628949445226 0.0013539313117306431 0.001036129797498675 0.0011393647229245218 0.001142818935314014 0.0016822557984948203 0.001063158810861331 0.0010333410272112646 0.0012703518791210011 0.0012462220279070152 0.0014253553500362948 0.0010388830979057798 0.0014051055122105138 0.0014542674953194248 0.0012057480686249759 0.0019020673877631067 0.0010708420675683561
leaf_count=255 288 432 56 320 166 412 99 420 112 270 81 53 285 236 192 126 107
internal_value=0 7.58416e-05 0.000186674 5.08103e-05 0.000172546 0.000498188 0.000740028 0.000126642 0.00135326 -0.000144555 0.00241226 0.000825641 0.00130638 0.00245232 -0.000914457 -0.0015666 0.00340409
internal_weight=0 0.0215798 0.0202258 0.0191159 0.0179765 0.0138326 0.0121503 0.00607442 0.00607593 0.00251657 0.00355936 0.0049316 0.00389826 0.00249315 0.00414395 0.0029382 0.002134
internal_count=3910 3622 3190 2935 2615 2241 1829 1160 669 382 287 994 574 289 374 182 206
is_linear=0
shrinkage=0.0061288


Tree=1871
num_leaves=19
num_cat=0
split_feature=2 50 41 158 3 15 3 42 42 15 150 4 3 1 3 48 16 0
split_gain=8.71996e-05 0.000130752 0.000131547 0.000141873 0.00011943 0.000139432 0.000231741 0.000176531 0.000194882 0.000252259 0.000128685 0.000241944 0.000193781 0.000254462 0.00018653 0.000146872 0.000121552 5.55229e-06
threshold=0.14073000000000005 0.088425000000000017 0.078535000000000008 0.084965000000000027 -0.10628499999999998 -0.0089749999999999986 0.11476000000000001 -0.088669999999999985 0.091230000000000019 0.035895000000000003 -1.0000000180025095e-35 0.27020000000000005 0.11265500000000002 0.094385000000000011 -1.0000000180025095e-35 0.08407000000000002 0.081265000000000018 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 10 7 -7 9 -9 -6 12 13 15 -15 -12 -1 -17
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 11 -13 -14 14 -16 17 -18 -19
leaf_value=0.0027701767786638023 0.0017966722197279828 -0.0019314848765072719 -0.0023433618077548938 -0.0022649434595258654 -0.0027731749169739774 0.0026670556041261369 0.0035536211299962311 0.00067010018283090338 0.0017546387608370993 -0.0037330990669602305 -0.0032226698343900649 0.0029800689191099646 -0.0032484947397514296 -0.0002310487739055716 0.003868839078905817 0.00017394019266530418 -0.0001552036960956722 -0.00055005539478078893
leaf_weight=0.0017324320971140806 0.0012050323720213104 0.0017281669607749134 0.0010361617427083183 0.0010618746796424222 0.001030751633021354 0.0010685335958075517 0.0012332571049233909 0.0011893285437087411 0.0012085771281724611 0.0012943883755845709 0.0012161948554158235 0.0010044691210056179 0.0011365075895579668 0.0010940520390770592 0.0010228890951531899 0.0010140078006202202 0.0011102566761653776 0.0010044669646508825
leaf_count=160 228 642 166 347 115 172 51 134 271 506 394 151 48 151 18 27 121 208
internal_value=0 -0.000112069 4.95211e-05 0.000184111 0.000333914 8.05894e-05 0.000887187 0.000196467 -0.000518511 -0.00162463 -0.000486655 -0.000172099 -0.000660107 -0.000110418 0.00174998 -0.00132797 0.00162762 -0.000186347
internal_weight=0 0.0211863 0.0194581 0.018422 0.0173601 0.0145174 0.00599408 0.00476083 0.00369229 0.00248372 0.00852334 0.00749259 0.00648812 0.00535161 0.00211694 0.00323467 0.00284269 0.00201847
internal_count=3910 3682 3040 2874 2527 2246 1134 1083 911 640 1112 997 846 798 169 629 281 235
is_linear=0
shrinkage=0.00690203


Tree=1872
num_leaves=17
num_cat=0
split_feature=128 50 15 47 11 43 52 160 457 16 16 1 3 52 16 2
split_gain=8.08659e-05 8.11567e-05 0.000166183 0.000124078 0.000115602 0.000114523 0.000213704 0.000141994 0.000162433 0.00013276 0.000118294 0.000186911 0.000173617 0.000157639 0.000129969 0.000115266
threshold=0.081870000000000012 0.10625000000000001 -0.26361999999999991 0.13206500000000002 0.081005000000000008 -0.18906999999999999 0.090640000000000012 0.087260000000000018 0.088175000000000017 -0.069894999999999985 -0.08286499999999998 0.090540000000000023 -0.080744999999999997 -0.0093349999999999978 -1.0000000180025095e-35 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 10 -9 -8 12 14 -7 -13 -12 -14
right_child=-2 -3 3 -5 -6 6 9 8 -10 -11 11 13 15 -15 -16 -17
leaf_value=0.0025445935262288113 -0.0017481957844111458 -0.0015346995823743391 0.0020137802625718481 -0.0021039857248226035 -0.0019479340948188421 0.0031763294080165046 -0.0029201371742176379 -0.0027654171634140133 0.00060739389738058576 -0.00020583023722259584 -0.0028491528086989262 0.0027100400442972325 0.0017091157831750335 -0.00032622474212522549 9.4421587432512406e-05 -0.00086256200216624276
leaf_weight=0.0011343669599877286 0.0010347525770268351 0.001197315336322685 0.001422630156833425 0.0010448287376609846 0.0010006064054386967 0.0017203850973895873 0.0013204997696119047 0.0010611928758456632 0.0012817985999782344 0.0016458047268333659 0.0010089562429017145 0.0015145406614035933 0.0016731153036964284 0.001285221612568499 0.0015419093726328978 0.0012292873702050566
leaf_count=258 288 385 158 43 170 315 288 257 45 277 525 215 146 76 312 152
internal_value=0 7.75707e-05 0.000174648 3.12733e-05 0.000157275 0.000283372 0.000122292 0.000492331 -0.000920227 -0.00141415 0.000824174 0.000178692 0.00157129 0.00131625 -0.00106986 0.000619904
internal_weight=0 0.0210825 0.0198851 0.0187508 0.0177059 0.0167053 0.0152827 0.0123164 0.00234299 0.0029663 0.00997342 0.00535063 0.00462279 0.00279976 0.00255087 0.0029024
internal_count=3910 3622 3237 2979 2936 2766 2608 2043 302 565 1741 1128 613 291 837 298
is_linear=0
shrinkage=0.00637641


Tree=1873
num_leaves=26
num_cat=0
split_feature=1213 1456 52 2 128 480 0 15 151 3 15 3 42 0 0 457 16 1 4 4 2 3 160 4 0
split_gain=0.000473703 0.000358082 0.000332477 0.000290963 0.000307674 0.000273416 0.000254246 0.000446899 0.000388859 0.0003446 0.000402807 0.000328087 0.000619012 0.000377873 0.000286819 0.000285472 0.000272529 0.00026837 0.000390541 0.000219477 0.000403938 0.000440679 0.000170603 0.000158267 0.000137096
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.14808000000000002 0.086435000000000012 0.084085000000000007 -0.077944999999999987 -0.053579999999999996 0.085710000000000022 -0.089974999999999986 0.084955000000000017 0.082730000000000012 0.091735000000000025 -0.017269999999999997 -0.11287999999999999 -0.066264999999999991 -0.089559999999999987 1.0000000180025095e-35 -0.0025899999999999994 0.0057500000000000008 0.11230000000000001 0.090325000000000003 0.084835000000000008 -0.23071499999999998 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 9 14 15 12 23 -13 -4 -11 -12 22 -19 -20 21 24 -17 -9 -21
right_child=1 2 3 -5 -6 -7 7 11 -10 10 16 13 -14 -15 -16 17 -18 18 19 20 -22 -23 -24 -25 -26
leaf_value=-0.00093726515979955982 -0.00077951686742500732 -0.00073203319464573821 -8.6895547857866225e-05 0.00081274116909674178 -0.00076798993975154975 -0.00069180520926554227 0.00097555300169363925 0.00035787220382349098 0.00089653061179645105 -0.00085225666842787297 0.0011246837027077336 -0.00088484713818180738 -0.00042859949664125828 0.00027457420321355664 -0.0011512053850226641 -0.00090573026413950312 5.6169646079696318e-05 0.00079970348328757275 -0.00047932091817594406 -0.00034443091931168126 -0.00045942549801396146 0.0012169150049765464 -2.9607322690223734e-05 0.0010601309762015678 0.00042881946252579023
leaf_weight=0.0012681291333607727 0.001269300144776434 0.0012241996678918057 0.0012866901605247394 0.0012747311588812973 0.0010392225742135086 0.0010335468722885146 0.0019859036602235952 0.0012774517512550432 0.0011078373167373859 0.0010239918241182764 0.0012453630802866655 0.0012896402379283245 0.0014841825008687637 0.0014028037452611386 0.0011427909306673178 0.0011206401503625627 0.0010530099034700155 0.0016472967321980959 0.001939141094978951 0.0011031556536238397 0.0018030350603034165 0.0011635760454986599 0.0010101507954467515 0.0019200940205222686 0.0010892298651207404
leaf_count=592 332 298 82 162 162 233 243 55 85 130 57 36 169 40 163 272 183 103 90 31 81 50 72 144 45
internal_value=0 2.56824e-05 5.79563e-05 8.97235e-05 5.81262e-05 8.86464e-05 0.000118416 0.000324569 9.61922e-06 -4.94708e-05 4.25951e-05 0.000149255 0.000396562 -0.000280771 -0.000587531 -7.18471e-05 0.000635139 1.62808e-06 0.000121505 -3.58877e-05 0.000130788 0.000447888 -0.000490384 0.000779572 3.97385e-05
internal_weight=0 0.032937 0.0316677 0.0304435 0.0291688 0.0281295 0.027096 0.00936008 0.0177359 0.0166281 0.0141986 0.00737417 0.00468173 0.00269244 0.00242948 0.0119002 0.00229837 0.0108762 0.00874543 0.00709814 0.005159 0.00335596 0.00213079 0.00319755 0.00219239
internal_count=3910 3318 2986 2688 2526 2364 2131 687 1444 1359 1114 444 368 76 245 874 240 744 400 297 207 126 344 199 76
is_linear=0
shrinkage=0.00154607


Tree=1874
num_leaves=29
num_cat=0
split_feature=1213 3 14 39 48 1 51 50 12 133 130 49 151 159 13 453 3 16 133 1374 160 2 15 2 13 16 47 40
split_gain=0.000524686 0.000418209 0.000389542 0.000354993 0.000613444 0.000542826 0.000550817 0.000471404 0.000309472 0.00040749 0.000509162 0.000345952 0.000606835 0.000293296 0.000277988 0.000214288 0.000295279 0.000434365 0.000328094 0.000383658 0.00049763 0.000365346 0.000574292 0.000300299 0.000186884 7.88141e-05 6.15734e-05 2.66828e-05
threshold=-1.0000000180025095e-35 0.31335500000000011 0.077685000000000018 0.005105000000000001 0.12649500000000002 0.086245000000000002 -0.26158999999999993 0.10625000000000001 -1.0000000180025095e-35 -0.085714999999999986 -0.0015749999999999998 -0.085974999999999982 0.094645000000000021 0.10248000000000002 -0.013465 1.0000000180025095e-35 0.10420500000000001 0.20277000000000003 0.091545000000000015 -0.094679999999999986 -1.0000000180025095e-35 -0.0050599999999999994 -0.088379999999999986 0.099370000000000014 -0.07409499999999998 -0.16268499999999997 0.093315000000000023 -0.07990499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -7 8 -2 14 -11 12 -12 15 -10 16 18 -18 19 -13 -21 26 25 24 -24 -23 -22 -8
right_child=1 -3 -4 5 -6 6 27 -9 9 10 11 13 -14 -15 -16 -17 17 -19 -20 20 21 22 23 -25 -26 -27 -28 -29
leaf_value=-0.00099345887821850206 -0.00082497533786567612 0.00092949506441157678 -0.0010146586177724971 -0.00051286861745038627 -0.00096500852036043026 -0.00012393626403478508 0.001124237521572879 -0.0010840066482983308 0.0011365071969470699 -0.00096278443988993638 -0.0010288934409258784 -0.0005805793534690185 0.00056266716254647355 -0.00056132048941237936 7.3497181047527276e-05 -0.00045170075667782183 0.0012936161153654202 -1.4663750779688171e-05 -0.00059242697035211686 -0.00048620872922629129 0.00019232838567680524 0.0016409679093395675 0.0010494250506292756 -0.00041086115799712585 0.00025520854830146433 0.0010592198671790921 -0.00036509174855836536 0.0014981522478651897
leaf_weight=0.0014232455864827956 0.0010318594001716965 0.0013175508625352097 0.0010130723452765325 0.0011395019913755791 0.0018347617314762301 0.0011092478600858158 0.0010300939768724121 0.0010132458476317099 0.0015828247243927507 0.0013356064805592474 0.0017949498766736396 0.0013231028351619054 0.0010064913320135815 0.0014018585156567306 0.001138604049486693 0.0011958888835863482 0.0016476539765850609 0.00116699373357676 0.0013754271146804173 0.0016083193457682174 0.0010482626920784079 0.0010601685907236646 0.0013284273064484431 0.001116496960307245 0.0019956402354462562 0.0015339007922960859 0.001086165967535635 0.0010248803586944896
leaf_count=592 64 148 111 78 81 13 188 307 179 153 94 42 40 208 120 55 62 37 388 329 48 17 96 146 112 56 12 134
internal_value=0 2.20833e-05 -1.21309e-05 1.7802e-05 -4.61604e-05 0.000458116 0.000807788 1.45e-05 5.60651e-05 9.13747e-05 2.04136e-05 8.09567e-05 -0.000457083 0.000160757 0.00069176 0.000218644 0.000267854 0.000751184 0.000166904 0.000253215 0.000355577 0.000503232 0.000683633 0.000325333 0.000572609 0.00129697 -9.1331e-05 0.00131072
internal_weight=0 0.036261 0.0349434 0.0339304 0.0296267 0.00430372 0.00316422 0.0277919 0.0267786 0.0257468 0.0230254 0.0216897 0.00280144 0.0188883 0.00272143 0.0174864 0.0162906 0.00281465 0.0134759 0.0121005 0.0107774 0.00916906 0.00703463 0.00444056 0.00332407 0.00259407 0.00213443 0.00205497
internal_count=3910 3318 3170 3059 2646 413 335 2565 2258 2194 1895 1742 134 1608 299 1400 1345 99 1246 858 816 487 427 354 208 73 60 322
is_linear=0
shrinkage=0.0016407


Tree=1875
num_leaves=29
num_cat=0
split_feature=1213 14 1456 38 124 4 43 403 16 157 159 48 159 42 15 48 150 2 13 16 0 2 3 15 12 1 0 39
split_gain=0.000627831 0.000472498 0.000413612 0.000376181 0.000686493 0.000342042 0.000343587 0.000388264 0.000290412 0.000264668 0.000431813 0.000357882 0.000313224 0.00027929 0.000223085 0.000408987 0.00037791 0.000364899 0.000335012 0.000288166 0.000851945 0.000405652 0.000286689 0.000269277 0.000218012 0.000152274 0.000119422 7.2889e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.10386000000000002 -0.048219999999999992 -0.49837999999999999 -0.34918499999999997 0.03138500000000001 0.31524000000000002 -0.073574999999999988 0.10519500000000001 0.12649500000000002 0.08764000000000001 -1.0000000180025095e-35 -0.095799999999999982 0.094275000000000012 0.086420000000000011 0.10836000000000003 -0.080649999999999986 -0.09601999999999998 -0.10209999999999998 0.086650000000000019 0.10420500000000001 -0.053579999999999996 0.090385000000000007 0.087480000000000016 -0.087749999999999981 0.084600000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 27 8 -7 9 -6 12 11 13 -8 -11 19 16 17 18 24 21 -21 -15 -23 -20 -16 -9 -25 -4
right_child=1 -3 3 -5 5 6 7 25 -10 10 -12 -13 -14 14 15 -17 -18 -19 23 20 -22 22 -24 26 -26 -27 -28 -29
leaf_value=-0.00092921235040960596 -0.00072774537115321235 -0.00093623791456392289 0.00063632706950523176 -0.00076705475500996512 -0.0010295953974954822 -0.00059228325696923927 1.949625933484879e-05 0.00038127010035539588 3.4936805817593241e-05 -0.00042257331098972007 -0.00086052863736403465 -0.00061834782109096897 0.0011323102098698512 -0.00041814617745640769 0.00041626357732786297 0.0010359031301148574 -0.00037412182952505443 -0.00034407855395025914 0.00079194232289270087 -0.0012079716373883667 0.00026190589057529498 0.00096115827257872569 2.2716703250005593e-05 0.00028999981977241877 0.0011565806825849475 0.0010679702357527967 -0.00032681187416697479 0.0011776452965320218
leaf_weight=0.0014740588484145603 0.0013482904387534999 0.0010223801573385751 0.0010042312074567674 0.0010410634864475013 0.0010611476874381421 0.0014226139346775182 0.0010616459532875313 0.0018669598564369219 0.0010305762598343815 0.0017840962751397077 0.001067300035934581 0.0014419437483201838 0.0010040281074075175 0.0013162286485263741 0.0015842569650341429 0.0013349658774579618 0.0019290740370025991 0.0013751968222439626 0.001012118765734084 0.0013566372809350469 0.0019764581512171529 0.0015126656311778286 0.0011839175987372608 0.0010845041094675783 0.0016637714984131247 0.0010180081662214402 0.0015636954525253587 0.0010258807085794033
leaf_count=592 312 112 70 52 72 95 263 122 67 453 130 76 59 57 216 50 142 105 56 29 95 54 41 30 57 59 243 201
internal_value=0 2.12903e-05 4.84298e-05 7.85686e-05 0.000104706 5.30632e-05 9.25604e-05 0.000127186 -0.000505109 7.04748e-05 2.68297e-05 6.96461e-05 0.000560383 0.000117623 0.000168633 0.000292423 0.000195237 0.00032783 0.000461582 -2.59605e-05 -0.000336364 0.000231865 0.000549142 0.000165289 0.000795484 0.000623583 -7.4212e-05 0.000909873
internal_weight=0 0.0370937 0.0360713 0.034723 0.0336819 0.0316518 0.0295601 0.0281375 0.00209172 0.0252525 0.0231868 0.0221195 0.00206567 0.0206776 0.0188935 0.0115476 0.0102126 0.00828354 0.00690835 0.00734591 0.0033331 0.00401281 0.00269658 0.00366032 0.00324803 0.00288497 0.0026482 0.00203011
internal_count=3910 3318 3206 2894 2842 2571 2432 2337 139 2156 1834 1704 322 1628 1175 899 849 707 602 276 124 152 95 329 273 181 273 271
is_linear=0
shrinkage=0.00142833


Tree=1876
num_leaves=31
num_cat=0
split_feature=1429 1213 14 159 2 156 160 128 475 15 403 42 15 3 43 43 42 3 1 1 2 12 1 16 16 13 15 0 42 42
split_gain=0.000753967 0.000514894 0.000446984 0.000398984 0.000540261 0.00048901 0.000409983 0.000340868 0.000295732 0.000270213 0.000651289 0.000349055 0.000400638 0.000344702 0.000296121 0.000533718 0.00045356 0.00041668 0.0003758 0.000387189 0.000330169 0.000281948 0.000236114 0.000251583 0.000241752 0.00027626 0.000377433 0.000430215 0.000234692 0.000180455
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077685000000000018 0.073745000000000019 0.10571000000000001 0.013700000000000002 -0.26821999999999996 0.086435000000000012 -1.0000000180025095e-35 0.088190000000000004 0.087440000000000004 0.08622500000000001 0.10043500000000001 -0.16059999999999997 -0.086909999999999987 -0.049504999999999987 0.08221500000000001 -0.015794999999999997 0.13304000000000002 0.11395500000000001 0.086915000000000006 0.084235000000000018 0.094695000000000015 -0.071799999999999989 -0.09601999999999998 -0.45122499999999993 -0.10192499999999999 -0.23029999999999998 0.086825000000000013 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3 8 -8 10 13 12 -11 -10 20 21 17 -17 19 22 -15 -16 24 -24 -19 -26 -27 -28 -22 -13
right_child=1 2 -4 4 -6 -7 7 -9 9 11 -12 29 -14 14 15 16 -18 18 -20 -21 28 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0013526532353491099 -0.00088780053156288649 -0.00095218622084667823 -0.00098788221919537825 -0.00046727347865998647 0.0013129544846786699 0.00089868117968726997 -0.00072170709731069523 -0.0008018609334612207 0.00089310694649538929 0.0006928150761937418 -0.0012091308446822728 0.0014093317696651883 -0.00067656828994208868 -0.00083775032949976 0.0013676691334003094 0.0010255001675489681 -0.00090787582270824012 0.00038786462531066471 0.00095360082614248383 -0.00090364032645778056 0.00066014637808774722 0.00036545218212458993 5.9307861512811936e-05 0.00099374478609727144 0.00037125934456780027 0.00023320750884730929 -0.00027127624016438391 -0.0016086398324077801 -0.00041519950144930335 0.00051202144988413199
leaf_weight=0.0010562052203044727 0.0015353273362982136 0.0010624525188140657 0.0010185580870126767 0.0015625801484989146 0.0015468585960562442 0.0011980149439192178 0.0010972759463817308 0.0011320622616919204 0.0013883987889952631 0.001143319423644761 0.00100117552457779 0.0010678533898325071 0.0010702408334206659 0.0018092679560320337 0.0012206126535505559 0.0011816964597700002 0.0012281461953462256 0.0017200804829564584 0.0010298366095793108 0.0012545454209176308 0.0010068856579703994 0.0017933202683389493 0.0020243554003087638 0.0011800428908372851 0.0011543046157385115 0.0011465520229023626 0.0013656117324103365 0.0011434978852183182 0.001097490626469716 0.0012689909511445219
leaf_count=181 592 239 111 260 204 97 317 159 61 99 89 38 61 104 149 158 149 27 54 42 98 144 78 19 11 8 20 53 66 222
internal_value=0 2.49202e-05 6.2882e-05 9.26982e-05 0.000551935 0.00012551 3.00749e-05 6.42629e-05 9.76208e-05 0.000129393 6.05833e-05 0.000488468 3.07278e-05 0.000116474 6.59837e-05 0.000155703 2.71056e-05 0.000114094 2.44842e-05 -6.25882e-05 -0.000333883 0.00077134 4.5804e-05 0.000403421 -0.000129684 -0.000314764 -0.000531381 -0.000880764 9.93237e-05 0.00092206
internal_weight=0 0.0384494 0.036914 0.0358955 0.00430745 0.0027606 0.031588 0.0305256 0.0293935 0.0282962 0.0237458 0.0045504 0.00221356 0.0227446 0.0213562 0.0174426 0.0144287 0.0132005 0.0120188 0.010989 0.00391364 0.00301393 0.00973445 0.0032044 0.00653005 0.00480997 0.00365566 0.00250911 0.00210438 0.00233684
internal_count=3910 3729 3137 3026 561 357 2465 2226 2067 1750 1330 420 160 1241 1180 912 619 470 312 258 268 293 216 97 119 92 81 73 164 260
is_linear=0
shrinkage=0.00160853


Tree=1877
num_leaves=26
num_cat=0
split_feature=14 1213 160 52 157 159 38 124 40 48 49 457 52 16 15 4 43 15 2 15 1 129 1 1 0
split_gain=0.000597709 0.000518515 0.000344582 0.000332536 0.000438703 0.000510098 0.00029357 0.000568999 0.00035585 0.000425418 0.000350381 0.000302439 0.00039466 0.000396789 0.000472916 0.000399217 0.00036053 0.000345281 0.000258159 0.000272701 0.000349019 0.000312143 0.000222669 0.000112859 0.000104746
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 -0.42985499999999993 -0.077044999999999988 0.10856 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.12649500000000002 0.090115000000000015 -0.0034949999999999994 -0.07984999999999999 -0.083144999999999983 -0.10312999999999999 0.05309500000000001 -0.15648499999999999 -0.047894999999999993 0.10325000000000002 -0.095799999999999982 0.087545000000000026 0.086720000000000005 0.090540000000000023 0.086430000000000021 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 22 6 7 -6 -9 10 11 -10 17 18 -15 16 -16 23 19 -14 21 -21 -5 -13 -18
right_child=-2 2 3 4 5 -7 -8 8 9 -11 -12 12 13 14 15 -17 24 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.0009167912788316376 -0.0012037337122437074 -0.00085953681095422797 -0.00073906157227990289 0.00024608429894451659 0.0010946709778129401 -0.0010493139501041801 -0.00065613342198605508 -0.00066555014424157441 -0.00050618344873263807 -0.00071100285073998461 0.0008371264462671826 0.00069047332126863587 -0.00032438408152525491 -0.0012355382267334411 0.00039798374316937719 0.00070354620741551856 -0.00095945578755672037 5.5411525557036532e-05 0.00097025651282697963 -0.00038842511999920341 0.00091288503751909471 0.00067640459570338974 0.0011897743194210853 0.0014348755721941607 -0.00030703556501188184
leaf_weight=0.0014616108376527539 0.0010627655420360474 0.0010175109742348856 0.0012016763564720026 0.0011990276061302615 0.0015316559923170608 0.0010237998976950066 0.0012447445872413856 0.0015355963101049966 0.0017821555538474745 0.0014447855651429356 0.0019707387292180736 0.0010010409848266733 0.0019730270209069589 0.0010228931580356544 0.0012583359949949182 0.0013768479329314687 0.0013588012605134613 0.0014137125090073433 0.0012691164861830806 0.0017846814320879624 0.0019465975321917295 0.0011853668894537539 0.0014049842669510149 0.0011127000254291808 0.0011981218203938413
leaf_count=578 126 258 337 204 221 183 70 107 137 68 193 44 70 42 65 25 462 90 128 197 75 42 100 41 47
internal_value=0 2.08863e-05 6.20952e-05 9.1182e-05 0.000123325 6.54545e-05 0.000107091 0.000143398 8.42528e-05 0.000134099 0.000190485 0.000125742 0.000188653 7.03375e-05 -0.000235869 -3.89249e-05 -0.000306867 0.000670771 0.000303592 0.000180789 0.000383512 3.65558e-05 0.000755249 0.00108234 -0.000653745
internal_weight=0 0.0347195 0.0332579 0.0322404 0.0310387 0.0284347 0.0274109 0.0261662 0.0246345 0.0230989 0.0216541 0.0196834 0.0179012 0.0143738 0.006215 0.00519211 0.00381526 0.00352745 0.00815879 0.00688967 0.00491665 0.00297005 0.00260401 0.00211374 0.00255692
internal_count=3910 3784 3206 2948 2611 2307 2124 2054 1833 1726 1658 1465 1328 1153 641 599 574 175 512 384 314 239 304 85 509
is_linear=0
shrinkage=0.00160853


Tree=1878
num_leaves=18
num_cat=0
split_feature=4 43 376 130 133 2 48 52 13 0 2 475 15 4 1 3 1
split_gain=8.73736e-05 0.000154202 0.00022255 0.000100861 0.000121786 0.000232495 0.000196582 0.000176342 0.000226747 0.000164783 0.000130462 0.000125197 0.000234556 0.000142927 0.000165197 0.00019123 0.000113409
threshold=-0.51381999999999983 -0.34918499999999997 1.0000000180025095e-35 -0.076814999999999981 -0.0056849999999999991 0.090815000000000021 0.12675000000000003 0.10898500000000001 -0.091849999999999987 -0.088084999999999983 0.099990000000000009 -1.0000000180025095e-35 -0.106555 0.097045000000000006 0.094695000000000015 -0.08348499999999999 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 10 -9 -6 -10 -13 14 15 -14 -17
right_child=1 2 -4 4 6 -7 -8 9 11 -11 -12 12 13 -15 -16 16 -18
leaf_value=-0.0016841804701585217 -0.0022679434043828394 0.0017837817230900957 0.0029680291372710566 -0.0032287685859717411 0.00090758323929326934 0.00080985466833948547 -0.0023421145928027515 0.00024063605883892117 -0.0015324715211387451 -0.0031105282050610584 0.0036173373868733758 0.002852838775787566 0.0016516049052452718 -0.0020879291855310541 0.0020580903369819717 -0.00017528659245037503 -0.0026708998334496127
leaf_weight=0.0011571712256544511 0.001042066443726313 0.0012230077931492103 0.0010736354987675297 0.001251402194612671 0.0014831675214034929 0.0010039637274384255 0.0011757586495322317 0.0012681311261225625 0.0014593443867055153 0.0010467278813859901 0.0013055419574730803 0.0013369324226754362 0.0013934442103254565 0.0010866243990494268 0.0016541883770950228 0.0018164898975876909 0.0011699364943747459
leaf_count=80 160 155 181 638 112 274 84 148 422 315 125 177 320 110 180 329 100
internal_value=0 7.86194e-05 0.000196474 4.52314e-05 -7.00028e-05 -0.001431 0.000119519 0.000312207 0.000601325 -0.00127469 0.00217616 0.000158471 0.00045024 -8.56084e-07 0.000374988 -0.000260686 -0.00115295
internal_weight=0 0.0217904 0.0207483 0.0196747 0.0184517 0.00225537 0.0161963 0.0150205 0.0127057 0.00231486 0.00278871 0.00991696 0.00845762 0.00712068 0.00603406 0.00437987 0.00298643
internal_count=3910 3830 3670 3489 3334 912 2422 2338 1875 463 237 1638 1216 1039 929 749 429
is_linear=0
shrinkage=0.00625138


Tree=1879
num_leaves=17
num_cat=0
split_feature=2 14 15 158 3 48 133 50 49 52 133 52 4 13 3 15
split_gain=8.50732e-05 0.000119709 0.000147978 0.000158464 0.00017214 0.000113737 0.000109988 0.000140315 0.000135032 0.000213229 0.000159319 0.000218092 0.000105989 0.000151572 0.000131811 0.000157099
threshold=0.14073000000000005 -1.0000000180025095e-35 -0.16430499999999995 0.084965000000000027 0.15165000000000003 0.10911000000000001 0.093570000000000014 0.086465000000000014 0.073145000000000016 0.11262000000000001 -0.090054999999999982 1.0000000180025095e-35 -0.034289999999999994 -0.0097449999999999985 0.094625000000000015 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 -4 12 -12 -14 15 -15
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 -11 11 -13 13 14 -16 -17
leaf_value=-0.0020545099806418272 0.0019186824742813194 0.0028796335103570812 -0.0022967619710131328 -0.0030521842087750939 0.0028357301790209503 -0.0026331190989015646 -0.0019877923054324115 -0.002385839662312142 0.003081036919618892 -0.0030686681436986833 -0.00138322451799943 0.0032186488393610609 0.0026810517567859246 0.001198938371137768 0.0019334386397178538 -0.0022801042114936605
leaf_weight=0.0017162386015945321 0.0012529588073138904 0.0010136289197857041 0.0010456465991148254 0.0010057654209057318 0.0012066680329044779 0.0010027638260683416 0.0014437130894533893 0.0011046672404728128 0.0010369489944533914 0.0010479877073850683 0.0017223732336728997 0.001812876379113427 0.0017161876578554169 0.0012758456681799674 0.0014367170999305401 0.0018417534161108313
leaf_count=143 228 229 261 325 72 104 533 464 252 191 312 318 253 18 57 150
internal_value=0 -0.000124206 4.38441e-05 -0.00010987 5.73763e-05 -0.000145963 1.51011e-05 0.000221041 0.000443649 0.000213819 0.00053083 0.000832353 0.000291113 0.000751018 2.37302e-05 -0.000856341
internal_weight=0 0.0214298 0.0197135 0.0186999 0.0176941 0.0164875 0.0154847 0.014041 0.0129363 0.0118994 0.0108514 0.00980575 0.00799288 0.0062705 0.00455432 0.0031176
internal_count=3910 3682 3539 3310 2985 2913 2809 2276 1812 1560 1369 1108 790 478 225 168
is_linear=0
shrinkage=0.0076204


Tree=1880
num_leaves=18
num_cat=0
split_feature=52 1 39 457 16 151 52 2 15 51 39 4 4 0 12 12 0
split_gain=8.94143e-05 0.0001371 0.000181856 0.000129709 0.000170589 0.000275419 0.000261998 0.00017708 0.0001837 0.000122487 0.000115146 0.00010453 9.24465e-05 8.0223e-05 7.49256e-05 0.000102407 6.37515e-05
threshold=-0.40083499999999994 0.085835000000000009 0.005105000000000001 0.041935000000000007 -0.055679999999999993 -0.0017399999999999998 -0.0093349999999999978 0.10457000000000001 -0.10312999999999999 0.089355000000000004 0.11334500000000002 -0.082054999999999975 -0.49837999999999999 -0.076734999999999984 0.085185000000000025 0.089995000000000006 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 -3 -6 8 -7 -5 -4 12 -2 -14 -13 -16 -10
right_child=1 2 10 9 6 7 -8 -9 16 -11 -12 14 13 -15 15 -17 -18
leaf_value=-0.0015725720658878407 -0.0012095064687061817 -0.0025166444055650973 0.003559880599326078 0.0030990654578199541 0.00022319436677808148 -0.0019167394483824056 -0.003649742014316535 0.0028747584698368685 0.0023263209416171421 4.2554570041202812e-05 0.00066502030500120647 -0.0022276117714622886 -0.00041185604892642741 0.0017621195830926741 0.00068631060082508205 -0.0017290496270902051 0.00021171393610728068
leaf_weight=0.0013427412609631892 0.0012360651752210128 0.0010144753492572784 0.001108447440373782 0.0010277811156843572 0.0015834092667520727 0.0010338368666253667 0.0011998636227902888 0.0014694540687765906 0.001116999509669871 0.0010217426333029023 0.0010414971350959645 0.0016833167257390572 0.0011413262263765128 0.0015839540324358295 0.0013374566279609618 0.0014083327245697427 0.0011116687162192572
leaf_count=401 70 87 279 95 213 76 198 131 31 31 86 402 463 80 410 560 297
internal_value=0 9.11004e-05 0.000500026 0.000163185 -0.000176123 0.000439144 -0.00144642 0.00107283 0.000261228 0.00157531 0.00215752 -0.000529282 0.000208521 0.000851675 -0.00118917 -0.000552543 0.00127155
internal_weight=0 0.0211196 0.0127292 0.0105792 0.00852971 0.00574643 0.00278327 0.00473196 0.00326251 0.00204952 0.00214994 0.00839045 0.00396135 0.00272528 0.00442911 0.00274579 0.00222867
internal_count=3910 3509 1524 1159 1033 622 411 535 404 126 365 1985 613 543 1372 970 328
is_linear=0
shrinkage=0.00625138


Tree=1881
num_leaves=30
num_cat=0
split_feature=1213 52 14 160 157 159 1 130 133 0 1 2 2 131 1 1 15 4 16 0 1 15 0 4 47 4 0 4 16
split_gain=0.000564849 0.000378453 0.000379637 0.000342049 0.000382063 0.000411198 0.000299639 0.000246423 0.000575964 0.000304364 0.000257056 0.000697197 0.000451193 0.000421041 0.000359641 0.000365752 0.00030077 0.000452023 0.000369664 0.000392565 0.0006181 0.000368891 0.000223963 0.000216081 0.000187294 0.000167757 0.000166602 0.000105766 4.76724e-05
threshold=-1.0000000180025095e-35 -0.42985499999999993 0.073890000000000011 -0.40446999999999994 -0.073574999999999988 0.107895 0.090540000000000023 -0.0015749999999999998 -0.087584999999999982 0.18055000000000002 0.085835000000000009 0.10393500000000001 0.086545000000000025 0.064640000000000017 0.089455000000000021 0.094385000000000011 0.035895000000000003 -0.00027999999999999998 -0.055679999999999993 -0.19631499999999999 0.11215000000000001 -0.033649999999999992 -0.076734999999999984 0.15045000000000003 0.096300000000000011 0.050655000000000006 -0.07773999999999999 -0.23071499999999998 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 7 -5 8 -6 10 11 12 -9 14 28 25 17 -17 19 20 -19 -20 23 -14 -21 -16 -15 -24 -12
right_child=1 2 -4 4 5 -7 -8 9 -10 -11 13 -13 22 26 15 16 -18 18 21 24 -22 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=-0.00089983811651488034 -0.00073815617459032561 -0.00072323994753225956 -0.00080883320602939375 6.9514519094385029e-05 0.00046379614225486413 -0.00085029592551491247 0.001012576136865251 -0.00058779705306030868 -0.00089561513237814371 0.00084489098057593972 0.00086019545169442287 -0.0010135237057589017 -0.00027301754131352901 0.00038318261087217135 -0.00097499248326330182 0.0010922236917635289 -0.00048468599592473705 0.00055020555287155714 -0.0010335150334626311 0.00097960056509752949 -0.0009495258904945287 0.00018297423646215894 0.00027711588215094374 0.00052068845124338462 0.00023654475616738065 -0.00015518107067341889 0.0011260605269404922 0.00088390913777913489 0.00042504692768163875
leaf_weight=0.0014697562458976235 0.0013501985267541363 0.00110146338162631 0.0010599136570983428 0.0012402428600558199 0.0010683366843448061 0.0010251642157905186 0.0015418155573838632 0.0016485038273581221 0.0015706259784651891 0.0011092323545438812 0.0010094791557975213 0.0014753703728889733 0.001959431003422149 0.0013274960966575544 0.0010035589404113763 0.0010445539869969826 0.0014815483517383052 0.0011984306792633907 0.0010223040524409699 0.0015576282271546268 0.0010534717147794304 0.0010119558701262681 0.0011111020749723366 0.001088490403212905 0.0012453490721993227 0.0010337723385873687 0.0011489144193029535 0.001240080306264324 0.0010456558263642899
leaf_count=592 345 256 111 219 67 176 118 249 168 30 17 141 322 122 101 125 82 50 44 160 35 10 30 37 60 13 88 100 42
internal_value=0 3.63172e-06 3.27267e-05 5.94615e-05 8.61834e-05 3.84348e-05 0.000592159 7.04532e-05 -0.000345282 0.00011295 8.00892e-05 -0.000120672 6.62412e-05 0.000185815 8.78945e-05 -9.26571e-06 0.000107217 0.000215032 8.57811e-05 0.000292691 -0.00015139 -0.000428365 0.000265938 1.04351e-05 0.000649465 -0.000559008 0.000727836 0.000597156 0.000638791
internal_weight=0 0.0357741 0.0344239 0.033364 0.0322625 0.0294805 0.00278206 0.0284553 0.00263896 0.0258163 0.0247071 0.00852298 0.00704761 0.0161841 0.0137077 0.0116526 0.00961524 0.00813369 0.00708914 0.00505488 0.0022519 0.00203426 0.0053991 0.00304792 0.00280298 0.00203733 0.00247641 0.00235118 0.00205513
internal_count=3910 3318 2973 2862 2606 2269 337 2093 235 1858 1828 879 738 949 739 680 566 484 359 305 85 54 489 359 220 114 210 130 59
is_linear=0
shrinkage=0.00142833


Tree=1882
num_leaves=26
num_cat=0
split_feature=14 1213 52 157 14 0 3 124 48 12 133 1 15 47 2 2 13 4 4 49 457 42 1 13 4
split_gain=0.000530061 0.000456063 0.00028679 0.000324448 0.000306347 0.000500262 0.000352427 0.00028723 0.00030475 0.000388245 0.000364343 0.000343995 0.000344828 0.000683159 0.000265315 0.000422849 0.000311769 0.000270749 0.000455143 0.00024001 0.000307794 0.000223292 0.00020961 0.000174211 4.99496e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.13131999999999996 -0.14293499999999998 -0.15464999999999998 -0.048219999999999992 0.12675000000000003 -0.036459999999999992 -0.086869999999999989 0.10113500000000002 0.035895000000000003 0.10933000000000002 0.10393500000000001 0.086545000000000025 -0.091849999999999987 0.05309500000000001 -0.08100499999999998 -0.047309999999999998 0.097740000000000007 0.088465000000000002 0.090540000000000023 -0.013465 0.05864500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 22 5 -5 -6 -8 9 -9 23 14 13 24 15 17 -17 18 -12 20 -18 -21 -4 -11 -13
right_child=-2 2 3 4 6 -7 7 8 -10 10 11 12 -14 -15 -16 16 19 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=-0.00093095152909620669 -0.0011329052701323443 -0.00073061512665556808 9.468431903712356e-05 -0.0012360716524032606 0.00073818894293790904 0.0002733869316692845 0.00067984686855982336 -0.00083344444958368693 -0.00073060307968082837 0.0010360892856793576 -8.3834870292264006e-05 0.0014129177000339521 -0.00047718879468967656 -0.0001487402691310222 -0.00076948235496159857 0.00082447972247052484 -0.00017049687777142864 0.00011617008027278315 -0.0014249070495945047 -0.0006277042186441234 0.0010538627872592884 0.00027949889149182561 0.0010123075731004359 0.00017758434257616776 0.00092483906178169283
leaf_weight=0.0012700004744807388 0.0010753263444774333 0.0011679719056420781 0.0011222059646469459 0.001221031553725993 0.0019511190969941595 0.0010623280355627615 0.0016279379958231898 0.0012674922828891334 0.0014594905757840939 0.0013987120656326624 0.0012768942351965296 0.0011309463753859097 0.0010282800892902344 0.0018622917009629703 0.0015355764832940553 0.0015511217425201399 0.0011111678670241432 0.0013452827238822351 0.0013439673139455099 0.001890997857867718 0.0010179146693189978 0.001116397877380701 0.0015117081889830519 0.0010867292629394417 0.001042683215560003
leaf_count=578 126 337 246 39 104 80 232 147 72 179 210 79 37 51 142 41 37 33 307 308 11 170 129 116 99
internal_value=0 1.44601e-05 5.1829e-05 8.13447e-05 3.11366e-05 -0.000533799 8.06644e-05 2.74182e-05 -1.98584e-05 2.95228e-05 8.49363e-05 1.99249e-06 0.000354363 0.000566228 -0.000144404 -5.43086e-05 0.000192476 -0.00047043 -0.000771531 1.62297e-06 0.00041487 -0.000290935 0.000621345 0.000660718 0.00117879
internal_weight=0 0.0334002 0.0321302 0.0309623 0.0283284 0.00228336 0.026045 0.0240939 0.0224659 0.0210065 0.019739 0.0172535 0.0050642 0.00403592 0.0121893 0.0106537 0.0066876 0.00396614 0.00262086 0.00513648 0.00212908 0.0030074 0.00263391 0.00248544 0.00217363
internal_count=3910 3784 3206 2869 2494 119 2375 2271 2039 1967 1820 1525 266 229 1259 1117 567 550 517 526 48 478 375 295 178
is_linear=0
shrinkage=0.00160853


Tree=1883
num_leaves=31
num_cat=0
split_feature=1213 14 1456 1374 453 156 1374 0 376 376 1 130 11 4 15 43 4 3 13 0 0 2 49 13 43 16 0 43 0 16
split_gain=0.000622727 0.00057628 0.000395856 0.000381763 0.00035019 0.000352607 0.000339837 0.000527039 0.000325876 0.000442557 0.000450692 0.000362426 0.000327822 0.000415206 0.000695068 0.000354604 0.00122364 0.000589801 0.000352374 0.000370352 0.00114737 0.000663039 0.000548091 0.000517105 0.000409781 0.000320817 0.000281896 0.000264828 0.000198329 0.000200136
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 0.087785000000000016 0.086795000000000011 0.11659000000000001 -0.094679999999999986 -0.23029999999999998 0.11605500000000001 0.048375000000000008 0.12811000000000003 -0.086274999999999991 0.088315000000000018 0.25367000000000006 -0.10469999999999999 -0.50992999999999988 -0.49837999999999999 -0.15464999999999998 0.066010000000000013 -0.10071499999999999 -0.089879999999999974 0.10705000000000002 -0.080034999999999981 -0.094679999999999986 -0.083899999999999988 -0.50763499999999995 -0.10209999999999998 -0.040589999999999994 -0.083424999999999985 -0.0021449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 10 11 -9 13 14 -13 -16 -17 -18 19 22 -21 23 -19 -22 -25 -15 -24 -12 -26 -30
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 27 12 -14 25 15 16 17 18 -20 20 21 -23 26 24 28 -27 -28 -29 29 -31
leaf_value=-0.00086867142244224905 -0.00072892693194830224 -0.00098050196255385948 -0.00040655794474313137 -0.00076527690977449484 -0.00065159947889414525 -0.00068193865280184284 0.00091650590576086027 -0.00065999343838646514 -0.00063459704365534972 0.00090994793639995078 0.0012014298416523136 -0.00085410960043658276 -0.00060457661268203218 0.0012835165421929149 0.00093621686974988715 -0.0014003748084905736 0.0011754175077653363 -0.00035584614463434426 -0.00059465560675658576 -0.0013414813875774641 0.0010525798091980858 -0.00084676963855386314 0.00050832673818894478 0.00063566314411429685 0.00032559539039710882 0.00026619296978820878 0.0013912935019575925 0.00031961787732126301 -0.00085278111837680266 -1.1324508061095004e-05
leaf_weight=0.0016282488314989232 0.0012554100499469192 0.0011074595233699349 0.0020488665501012795 0.0010406605053399623 0.00119024377445509 0.0010401428017867689 0.0018056931906595885 0.0012894878769954534 0.0010351686442556509 0.0014832962216948372 0.0010709179749219672 0.001466461111548952 0.0012157148542470955 0.0010183700666962503 0.0010554236159272456 0.0010027119107503943 0.0011180205992466887 0.001005388651964978 0.0012378891227371449 0.0010564734338857551 0.0016313391207916006 0.001020308767075484 0.0019037830701389424 0.0021355303709805163 0.0011481622444518428 0.0015078565139134961 0.0011297642730916232 0.0017742744460247364 0.0010082775750322884 0.0012309011873981208
leaf_count=592 312 112 66 89 63 141 65 87 30 155 88 145 60 72 24 78 46 49 92 164 30 147 70 211 222 73 12 142 340 133
internal_value=0 1.52012e-05 4.42758e-05 7.07459e-05 9.51636e-05 0.000120972 0.000145976 0.000182085 0.0001372 0.000165223 0.000124351 6.23246e-05 0.000103011 0.000142696 7.23062e-05 0.00014913 9.91733e-05 0.000195399 0.000119876 0.000186531 3.17889e-05 0.00020927 0.000540195 0.000359879 0.00015527 0.000676295 0.000837164 0.000651528 -0.000147592 -0.000390223
internal_weight=0 0.039034 0.0379265 0.0366711 0.0356305 0.0344402 0.0334001 0.0313512 0.0295455 0.0285104 0.0270271 0.0241819 0.0228924 0.0216767 0.0191504 0.017684 0.0166286 0.0156258 0.0145078 0.0132699 0.00923099 0.00817452 0.00403894 0.00715421 0.00552287 0.00252623 0.00303355 0.00284519 0.00338734 0.00223918
internal_count=3910 3318 3206 2894 2805 2742 2601 2535 2470 2440 2285 2055 1968 1908 1763 1618 1594 1516 1470 1378 1247 1083 131 936 906 145 82 230 695 473
is_linear=0
shrinkage=0.00140032


Tree=1884
num_leaves=29
num_cat=0
split_feature=14 1213 480 128 1456 156 454 1374 39 130 43 4 3 41 1 4 12 160 3 151 47 1 3 13 49 13 0 15
split_gain=0.000557791 0.000543373 0.000324138 0.000326661 0.000322711 0.000309328 0.00030195 0.000288644 0.000306612 0.000250351 0.000196848 0.000838786 0.000430909 0.000260449 0.000273888 0.000278377 0.000364095 0.000302292 0.000390797 0.000275655 0.000291628 0.000335296 0.000297382 0.000183282 0.000324565 0.000182209 0.000159063 8.26232e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 0.086435000000000012 -1.0000000180025095e-35 0.11659000000000001 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -0.088449999999999987 -0.45516499999999999 -0.49837999999999999 -0.16059999999999997 0.080510000000000012 1.0000000180025095e-35 -0.082054999999999975 0.085185000000000025 0.084835000000000008 -0.078669999999999976 0.0033600000000000006 1.0000000180025095e-35 0.095575000000000007 0.11265500000000002 -0.094129999999999978 -0.073619999999999977 -0.082709999999999992 -0.14293499999999998 -0.07052499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -9 -10 -11 -12 -13 14 15 25 -17 18 -18 20 23 -22 27 -16 -25 -14 -26 -23
right_child=-2 2 -4 -5 5 -7 7 8 9 10 11 12 13 -15 19 16 17 -19 -20 -21 21 22 -24 24 26 -27 -28 -29
leaf_value=-0.00092246169123895623 -0.0011052499345003315 -0.00069471533596302524 -0.00080511739016684723 -0.0006948308297400782 -0.00067249294001087091 -0.00070945575803706921 -0.00043776421606695794 -0.00045332417219913143 -0.00042270863676173876 0.00095342112192616077 -0.0010992386670250311 0.0012279223811323522 0.00096827545908009663 -0.00048581501789868634 0.0013159335338075971 -0.00085998637910544309 -0.00085739839524209935 0.00075779232280017838 0.00038957355518438207 -0.00025634737576668147 -0.00048677797555178137 0.00052009247705546489 -9.636763664610913e-05 -0.00013100873457246132 0.0011799863259190104 0.00016014679749418607 0.00053706248966106239 0.0010900305230385975
leaf_weight=0.0014975597018377354 0.0011555650902367312 0.0012050926304837525 0.0010742765897976394 0.0013179799852048582 0.0010314939042981299 0.0010381289478952329 0.001685575755820067 0.0015223196996438917 0.0012193755392401187 0.0011260051501849047 0.0010500408745812593 0.0012892054384502803 0.0011719164943837512 0.00102685337958519 0.0012656615008326275 0.0012583801540911651 0.0011752233827545411 0.0012387978770809216 0.0013350274537580042 0.0011623667814652247 0.0011306427125141738 0.0012430150569582576 0.0013965899294738904 0.0010569936036242131 0.0018999395784685688 0.0017008723424867134 0.0019282207016117396 0.0012880294572603646
leaf_count=578 126 282 235 188 79 138 66 77 94 42 94 87 28 74 115 179 285 69 203 81 58 64 40 85 79 146 298 20
internal_value=0 7.67231e-06 4.76554e-05 7.47884e-05 0.000106051 0.00013694 0.000166033 0.000195683 0.00023453 0.000274862 0.000309238 0.000278526 0.000342631 0.000288994 0.00032828 9.84929e-05 -0.000126009 0.000120353 -0.000194221 0.000474647 0.00055045 0.000269957 0.000487797 0.000781121 0.00064256 0.000489812 0.00085615 0.00081013
internal_weight=0 0.0363356 0.034838 0.0337637 0.0324458 0.0312407 0.0302025 0.0291711 0.0274855 0.0259632 0.0247438 0.0236178 0.0225677 0.0212785 0.0202517 0.00788022 0.00500743 0.00374905 0.00251025 0.0123715 0.0112091 0.00505828 0.00392763 0.00615082 0.00488515 0.00287279 0.00382816 0.00253104
internal_count=3910 3784 3206 2971 2783 2501 2363 2284 2218 2141 2047 2005 1911 1824 1750 910 736 557 488 840 759 182 124 577 462 174 377 84
is_linear=0
shrinkage=0.00157699


Tree=1885
num_leaves=28
num_cat=0
split_feature=14 1213 52 157 4 403 159 133 130 1447 48 42 42 133 15 52 4 4 0 0 3 52 42 1 3 3 3
split_gain=0.00052412 0.000516715 0.000313245 0.000315426 0.000319252 0.000254898 0.000349185 0.000319922 0.000317741 0.000274355 0.000264005 0.000281863 0.000360754 0.000324248 0.000306397 0.000351188 0.000723133 0.000437216 0.000326315 0.000250745 0.000253976 0.000328535 0.000226192 0.000193897 0.000190655 0.00013967 9.46836e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.0017649999999999999 0.03138500000000001 0.10519500000000001 -0.088019999999999987 -0.0015749999999999998 -1.0000000180025095e-35 0.13596000000000003 0.088115000000000013 0.084100000000000022 0.090545000000000014 0.084565000000000015 0.11401500000000002 -0.032604999999999995 0.25367000000000006 -0.16443499999999997 -0.10131499999999999 0.086245000000000016 -0.068164999999999989 0.09901500000000002 0.10498500000000001 0.096385000000000012 0.045635000000000002 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -7 -5 -10 11 12 14 22 15 16 25 19 -19 20 -18 24 26 -17 -22 -11 -13
right_child=-2 2 3 5 -6 7 -8 -9 9 10 -12 13 -14 -15 -16 23 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00088799984600226205 -0.0010341156423867958 -0.00066249897896629743 0.00015730275721371559 -0.00078616023241507009 0.0011909537320096437 0.00081463161787454809 -0.00081491222821648964 -0.00010385706688879435 -0.00069438655057121445 0.0012355914626160627 -0.00064104100019886758 0.00060900921978149214 -0.00075981223832969637 -0.00026866391270429093 -0.00058260136876285703 -0.00085477713110350146 0.00045034667456504327 5.737309442774028e-05 0.0012374988045612755 -0.00060537769145453267 -0.00030908038209460383 -0.00088843912531656657 0.00018824226858433051 1.4270939576548828e-05 0.00050895052998776774 0.00056723139049105905 0.001220674709720168
leaf_weight=0.0013801527110635361 0.0011092643544975403 0.0013474967656354744 0.0017648909342994623 0.0010569005910510401 0.0010538471264621698 0.0018868839250616443 0.0011826647196758458 0.0015056906530714889 0.0010558814749004738 0.0014473481424849182 0.0010685437501880548 0.0010342101982190322 0.0011997537889980583 0.0011188035799199539 0.0013854399284594079 0.0010524623330821223 0.0020810339158496751 0.0010173641747796142 0.0010528881665365399 0.0017559430806719668 0.0012832952961616684 0.001077935456274659 0.0014585799871761826 0.0012289605918867075 0.0012343078340872893 0.0013203062796875997 0.0012158935725411343
leaf_count=578 126 337 285 170 90 132 208 88 228 63 56 81 155 244 214 58 74 68 109 199 21 26 78 36 26 36 124
internal_value=0 3.29359e-06 3.95939e-05 6.86681e-05 0.000543756 2.36109e-05 -2.57894e-05 0.000406988 1.13248e-05 4.63144e-05 8.02696e-05 0.00011536 2.60136e-05 0.000432531 8.51703e-05 0.000148747 0.00024829 5.36028e-05 0.000657561 -0.000114624 3.71821e-05 -0.00020195 0.000644062 -0.000386637 9.19765e-05 0.000916751 0.000939536
internal_weight=0 0.0352675 0.0338873 0.0325398 0.00281874 0.0297211 0.0263285 0.00339257 0.0251459 0.024089 0.0230331 0.0219645 0.017137 0.00482749 0.0159373 0.0145518 0.0122704 0.00950277 0.00207025 0.00743252 0.00567657 0.00359554 0.00370868 0.00228142 0.0025176 0.00276765 0.0022501
internal_count=3910 3784 3206 2869 375 2494 2274 220 2066 1896 1668 1612 1085 527 930 716 622 523 177 346 147 73 283 94 47 99 205
is_linear=0
shrinkage=0.00148603


Tree=1886
num_leaves=17
num_cat=0
split_feature=2 128 50 1429 156 158 0 2 47 3 3 15 150 4 4 15
split_gain=7.55358e-05 0.000117994 0.000128852 0.000126716 0.000270175 0.000130136 0.000141899 0.000264142 0.00020775 0.00018184 0.000167763 0.000213326 0.000141331 0.00015536 0.000202444 0.000246569
threshold=0.14073000000000005 1.0000000180025095e-35 0.086465000000000014 0.084545000000000009 0.084090000000000012 0.084965000000000027 -0.017269999999999997 0.098195000000000018 0.080860000000000015 0.10420500000000001 0.092005000000000017 -0.10312999999999999 0.086420000000000011 0.15927500000000003 -1.0000000180025095e-35 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 12 11 -10 13 14 15 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0029444839391935766 0.0014910220773917252 -0.0022212151340493284 -0.0016122106771316769 0.0023444431972390609 -0.0025990988600672715 -0.0019549484779162194 0.0041207881970983344 0.00016328041936397269 -0.0024096735029369553 0.0025534783780715577 -0.0030743927804642805 0.0013575483028626966 -0.0012798635682061807 0.0030062141324430783 -0.0020416761680013282 -0.00057931911894449392
leaf_weight=0.0014973059486512678 0.0012780676990581446 0.0010201537339775057 0.0018399285056471598 0.0010171534350558167 0.0014594845703168177 0.0010111466144931613 0.0011107653319163127 0.0017919743695914425 0.0010430813527648949 0.001650864402450769 0.0012311100640243211 0.0014759297691311355 0.0019112967701818279 0.0010001212659279009 0.0011774012755960944 0.0017521186359270025
leaf_count=196 228 278 569 190 358 309 100 66 145 106 49 75 102 99 196 844
internal_value=0 -0.000103547 -5.24523e-07 0.00015449 3.15082e-05 0.000262055 0.00040537 0.00167766 0.000115467 0.000641411 -0.00114523 -0.000202397 0.000211258 0.000736411 0.000223611 0.00104442
internal_weight=0 0.0219898 0.0209697 0.0191298 0.0181126 0.0166531 0.015642 0.00290274 0.0127392 0.00898911 0.00375012 0.00251901 0.00733824 0.00542695 0.00442683 0.00324942
internal_count=3910 3682 3404 2835 2645 2287 1978 166 1812 1543 269 220 1437 1335 1236 1040
is_linear=0
shrinkage=0.00637641


Tree=1887
num_leaves=29
num_cat=0
split_feature=1429 1213 480 14 157 50 48 130 15 158 157 3 0 42 1 12 2 2 2 52 3 2 1 49 48 50 48 4
split_gain=0.000546448 0.000499744 0.000462809 0.000325187 0.000386021 0.00033311 0.000467593 0.000332601 0.000584033 0.000312419 0.000308001 0.000276912 0.00025114 0.000307387 0.00031072 0.000366173 0.000350068 0.000482888 0.000403792 0.00034457 0.000524301 0.00026973 0.000268902 0.000261222 0.000238115 0.000194435 0.000127791 8.53112e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 0.073890000000000011 -0.073574999999999988 0.10030500000000002 0.12675000000000003 -0.0015749999999999998 0.085120000000000015 0.087355000000000016 -0.084354999999999986 -0.15327499999999997 -0.017269999999999997 -0.11403999999999999 0.10752500000000002 0.097345000000000015 0.086545000000000025 0.084065000000000015 0.10679500000000001 -0.07125999999999999 -0.08095999999999999 0.095195000000000016 0.092550000000000007 -0.047894999999999993 0.016865000000000002 0.11812000000000002 0.088035000000000016 -0.44477499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 7 8 -6 11 -3 -9 13 -13 16 24 17 22 19 23 -21 -14 -15 -18 -16 -7 -22 -23
right_child=1 2 -4 -5 5 25 -8 9 -10 -11 -12 12 21 14 15 -17 18 -19 -20 20 26 27 -24 -25 -26 -27 -28 -29
leaf_value=-0.0010642625869793144 -0.00083375549185494148 0.00011116046321347489 -0.00083016636276713861 -0.00073639887662126015 -0.0010880463017183687 0.0010781427804778402 -0.00087162046500902893 0.000668928837929224 0.00028629061424218774 -0.00066141320130595066 0.0010982380616126285 -0.00067366472339700086 0.001056773606723052 0.00027146825136603765 -0.00037767336294402789 0.001147309791907082 0.00027343151939305876 -0.001242802488963959 -0.00063377668458221488 -0.00031571285752166338 0.0011023020472544823 0.00047400081409280334 -0.00056436534758459082 -0.00063274148286800711 0.00052545751682219919 0.00018446546454539526 0.00050620965263352793 -0.00010926065807672787
leaf_weight=0.0010249495163806568 0.0014158010962934389 0.0012641655887897785 0.0012247221601530958 0.001000162165306683 0.001379357474010078 0.0010145996284913186 0.0012028580595613283 0.0019770146019306911 0.0012520227177856835 0.0010594340971655505 0.0014299182838339855 0.0012284207156595941 0.0011006922788471983 0.0018714589778427897 0.0010618968932871444 0.0011245180195993409 0.0015654360654797639 0.0010122787397232047 0.0011912604851485042 0.0011096757504171391 0.0018031025490594802 0.0010172890512887278 0.0014499409032144861 0.0011873518659709049 0.0014878066161763404 0.0010530583481176969 0.0013237915720947235 0.0011164057185910625
leaf_count=181 592 191 233 113 150 105 63 98 87 234 171 86 70 176 129 36 48 136 134 151 181 30 119 106 89 130 45 26
internal_value=0 1.45828e-05 4.93879e-05 8.17522e-05 0.000107099 5.90285e-05 1.66593e-05 5.72562e-05 -0.000434131 0.000111842 0.000635064 0.000148045 9.81796e-05 2.89453e-05 8.22609e-05 0.000454763 -2.71063e-05 -0.000361891 0.000150245 0.000283874 0.000544625 0.000471001 -9.34108e-05 -0.000117425 0.000149323 0.000622993 0.000849942 0.000168823
internal_weight=0 0.0359244 0.0345086 0.0332839 0.0322838 0.0295897 0.027522 0.0263192 0.00263138 0.0236878 0.00269408 0.0226283 0.0206513 0.0174169 0.0161885 0.00367422 0.0125143 0.00433368 0.00818062 0.00698936 0.00423657 0.00323439 0.0033214 0.00275279 0.0025497 0.00206766 0.00312689 0.00213369
internal_count=3910 3729 3137 2904 2791 2429 2194 2131 237 1894 362 1660 1562 1436 1350 254 1096 431 665 531 377 126 295 154 218 235 226 56
is_linear=0
shrinkage=0.00145689


Tree=1888
num_leaves=27
num_cat=0
split_feature=14 1213 51 1 44 124 47 4 16 157 14 3 12 13 15 4 0 43 457 4 42 43 1374 16 1 4
split_gain=0.000476088 0.000479048 0.000383262 0.000436809 0.000524437 0.000426076 0.00046571 0.000365565 0.000320987 0.000309554 0.000400964 0.000536554 0.000280595 0.000328872 0.000375011 0.000269222 0.000214144 0.000202216 0.000404437 0.000274618 0.000200261 0.000300322 0.000197405 0.000243875 0.000140432 0.00013614
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 -0.036134999999999994 0.11669500000000001 -0.49837999999999999 0.31524000000000002 -0.073574999999999988 -0.46360499999999999 -0.16059999999999997 -0.0089849999999999982 -0.094679999999999986 -0.106555 -0.0072799999999999991 -0.084304999999999977 0.021175000000000003 -0.0015249999999999997 -0.08422499999999998 0.091330000000000008 -0.079109999999999986 -0.094679999999999986 -0.089559999999999987 0.090475000000000014 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 15 -11 -12 -13 16 -15 -9 24 18 -16 -20 21 -21 -23 -24 -14 -25
right_child=-2 2 3 -5 -6 6 -8 9 -10 10 11 12 13 14 17 -17 -18 -19 19 20 -22 22 23 25 -26 -27
leaf_value=-0.0008035423686087919 -0.00094609361443606546 -0.00079980532008241685 0.00072725702971597635 0.00078080139335157334 -0.00095331349470048361 -0.0010417810263893725 -0.00090884414498921813 0.00016130838463610948 6.3383802201463893e-05 -0.00079183272013941795 0.0010830602987478074 -0.00058186202537570517 -0.00011294482042682787 0.00059668092242490223 -0.00078855467749180312 0.0011278265688387868 0.00084797715802247692 -0.00066585314112214793 -0.00052171331306454102 -0.00042620635845111161 0.00057999207945734217 -0.00025478238767262697 0.0008092075284434028 -0.00027591218854191972 0.0005707253670967419 0.00038998086643734836
leaf_weight=0.0013483740049341488 0.0010430712843482728 0.001012614293203872 0.0018213055923833451 0.0016323624755851243 0.001013216067899946 0.0010555834576074707 0.0010028882323913626 0.0012357463894375753 0.0010068934368190341 0.0010306130593562548 0.0010405140224310104 0.001283140970762593 0.0013469332826225866 0.0017910558725351576 0.001242178737458746 0.0010413473657467495 0.0015984689028802858 0.0010854078558211735 0.0013901647570502473 0.0019360619925887657 0.0016988882325610563 0.0013030663225777122 0.0015416555317171792 0.0010720654043584361 0.0010472001149715027 0.0013732213902706292
leaf_count=578 126 126 258 154 62 83 93 245 66 17 81 120 87 152 97 125 43 230 223 291 258 18 98 196 69 14
internal_value=0 1.43781e-05 4.82055e-05 7.53884e-05 3.69511e-05 7.16159e-05 2.75899e-05 6.35444e-05 -0.000502244 0.00011205 6.06898e-05 0.000103033 5.12949e-05 9.53855e-05 -3.00627e-06 0.000603311 0.000451084 -8.79622e-05 -3.36894e-05 5.72138e-05 0.000147388 4.56809e-05 0.000218384 0.000373031 0.000186094 9.80393e-05
internal_weight=0 0.033951 0.0326026 0.03159 0.0299576 0.0289444 0.0271231 0.0261202 0.00206248 0.0240577 0.0217806 0.02075 0.0197095 0.0184264 0.0144338 0.00227709 0.0039926 0.0126427 0.0115573 0.0103151 0.00892496 0.00722607 0.00529001 0.00398694 0.00239413 0.00244529
internal_count=3910 3784 3206 3080 2926 2864 2606 2513 149 2364 1994 1977 1896 1776 1577 370 199 1425 1195 1098 875 617 326 308 156 210
is_linear=0
shrinkage=0.00140032


Tree=1889
num_leaves=29
num_cat=0
split_feature=14 1213 51 1 44 47 50 1 4 12 159 13 3 124 15 49 133 3 12 1374 0 403 42 0 15 1 151 16
split_gain=0.000611856 0.000439922 0.000395056 0.000563677 0.000501254 0.000396773 0.000378741 0.000609747 0.000381105 0.000277992 0.000328317 0.000273091 0.000384655 0.000267233 0.000261525 0.000421314 0.00041077 0.000312034 0.000289073 0.000264838 0.000344121 0.000241687 0.000380402 0.000238237 0.000305945 0.000218398 0.000124767 0.000117699
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11939500000000002 0.11413000000000002 0.11235500000000002 0.24280000000000004 0.10852500000000001 0.10519500000000001 0.17936000000000002 -0.15464999999999998 -0.036134999999999994 0.088190000000000004 -0.085974999999999982 0.090085000000000012 0.099570000000000006 0.093535000000000021 -0.094679999999999986 -0.11287999999999999 0.03138500000000001 0.088235000000000022 -0.070894999999999986 -0.089594999999999994 0.092550000000000007 -0.0088999999999999982 -0.40374499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 -9 10 11 12 -4 -14 15 -15 17 18 19 -17 26 22 -16 24 25 -22 -21 -10
right_child=-2 2 3 -5 -6 -7 -8 8 27 -11 -12 -13 13 14 21 16 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00084602275620644987 -0.0011124464323225218 -0.00086104509599269302 0.00096695735788402412 0.00090595804916530128 -0.0010129421856443482 -0.00085925115970064106 -0.00081836838132146549 0.00019925575244448963 0.00079700062482831438 -0.00070017647192073193 -0.00072044681227629616 -0.00046923953760680823 0.00082763038246156382 -0.00080158682811140754 -0.00055510912953717051 -0.00057008454793939427 -0.00080133853539760794 0.00075189886220473196 -0.00070819384689789868 0.00028003026971356633 0.00069804865724624229 0.00095719379347777389 0.00077281805532111606 0.0005952446793112407 -0.00065173128836357001 -0.00027483320152854569 0.00085395146635999179 0.0015463051624135435
leaf_weight=0.0013591589232541381 0.0011827277470254907 0.0011019585504981047 0.0013504871811436834 0.0018651829503012743 0.0010614679232858739 0.0010675308329981528 0.0010376010680586958 0.0018498990877291446 0.0010002791965794885 0.0011412232122645907 0.0011650436019444146 0.0017364621860793674 0.0011830917320776449 0.0014734259710647282 0.0010126091933244643 0.0011347055048176501 0.001191337679928405 0.0017627716761303711 0.0010801734298868668 0.0016844424489983467 0.0010580450366452976 0.0013785982657696927 0.0010506666607195125 0.0011442728488058312 0.0019288425214507923 0.0011521572471346886 0.0019577529112506575 0.0010040641913387077
leaf_count=578 126 126 132 154 62 80 210 127 141 132 134 85 140 101 179 39 197 71 58 36 147 29 232 59 400 29 55 51
internal_value=0 1.72314e-05 5.02132e-05 7.93431e-05 3.20591e-05 6.72221e-05 9.96731e-05 0.000132029 0.000705305 4.56715e-05 8.04918e-05 0.000120575 0.000168116 0.00011469 7.03193e-05 -1.49471e-05 6.72874e-05 0.000147487 5.18493e-05 0.000133456 0.000222897 0.000455987 0.000121101 -2.91576e-05 -0.000201779 0.000190895 0.000588524 0.00117236
internal_weight=0 0.0369333 0.0355741 0.0344721 0.032607 0.0315455 0.030478 0.0294404 0.00385424 0.0255861 0.0244449 0.0232798 0.0215434 0.0201929 0.0190098 0.0155679 0.0140945 0.0129032 0.0111404 0.0100602 0.00892551 0.00344187 0.00206328 0.00528332 0.00413904 0.0022102 0.0036422 0.00200434
internal_count=3910 3784 3206 3080 2926 2864 2784 2574 319 2255 2123 1989 1904 1772 1632 1192 1091 894 823 765 726 440 411 635 576 176 91 192
is_linear=0
shrinkage=0.00154607


Tree=1890
num_leaves=31
num_cat=0
split_feature=1213 14 1374 51 1 44 124 47 4 16 50 3 1 48 2 2 15 42 3 2 12 160 3 16 0 47 51 49 0 47
split_gain=0.000663011 0.000589517 0.000384697 0.000373613 0.000532201 0.000594474 0.000382036 0.000417452 0.000391655 0.000424391 0.00033518 0.00043705 0.000460325 0.000682005 0.00058635 0.000540253 0.000578421 0.000563343 0.000558756 0.000531555 0.000369744 0.000339614 0.000581005 0.000262565 0.000305123 0.000218443 0.000190667 0.000253094 0.000225511 0.000176941
threshold=-1.0000000180025095e-35 0.077685000000000018 0.090240000000000015 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 -0.036134999999999994 0.11669500000000001 -0.49837999999999999 0.31524000000000002 0.10625000000000001 -0.15464999999999998 0.10031000000000002 0.12862000000000004 0.11260500000000001 0.10705000000000002 0.088190000000000004 0.085330000000000003 -0.08323499999999999 0.10045500000000002 0.086935000000000012 0.087825000000000014 0.094625000000000015 0.0032450000000000005 -0.10462499999999998 0.09585500000000001 -0.0084849999999999978 -0.0090499999999999973 -0.10209999999999998 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8 11 -10 15 14 23 16 17 19 -18 20 21 26 -23 24 25 -14 -13 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 10 -11 -12 12 13 -15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00095309766811861813 -0.00077344209731273789 -0.0010641154759897064 -0.00084770931112242143 0.00072135195056127906 0.0009206511665310449 -0.0010141736667037893 -0.0011892347251802533 -0.00087822948096323507 0.00088744622376178911 0.00013367584191534772 -0.00065155326281982301 0.00077690535874777892 0.0014134768791679866 -0.00057122712188065563 0.0014341232233511967 -0.00084099283601824361 -0.00014100782503018679 -0.00080181396913613806 0.0010638972751384574 0.0010102847380546714 -0.00073787967958647736 -0.0010913717447054102 0.00030071413316006446 -0.00022188709687633661 -6.3245830331358529e-05 0.00044214546831654263 0.00074312429656125522 -0.00058569903643689101 -0.00015752522074499658 0.00061095010027653683
leaf_weight=0.0016050387593868056 0.0011106722109860403 0.0010755740921456472 0.0010234835658248223 0.0020348751941349488 0.0016711327919875152 0.0010974542484163399 0.0010660547619121196 0.0010197775531124434 0.0017415407346230349 0.0010759958170263317 0.0011509701057641408 0.0012335885004071149 0.0010278698350085769 0.0012135891591640302 0.0015563862360772895 0.0015600418319892109 0.0013778936522377272 0.0019748761825963421 0.0022180155107789359 0.0011618549935228381 0.0014781824796091811 0.0012980378497067235 0.0013513067897292785 0.0011966766689104347 0.0010244497421268975 0.0010172994252570788 0.0011327129374812967 0.0012158709062077737 0.0014797855421157715 0.0011967258228735567
leaf_count=592 126 112 74 254 151 62 83 83 111 66 285 126 54 22 133 128 151 318 287 36 252 59 12 53 51 14 32 23 142 18
internal_value=0 2.10697e-05 5.12243e-05 7.56392e-05 0.000101425 6.21994e-05 9.71437e-05 5.71624e-05 8.81835e-05 -0.00052471 0.000134075 0.000167008 0.000118217 0.00044216 0.000653375 -3.81135e-06 7.2481e-05 -6.83767e-05 0.000602197 5.7051e-05 -4.95826e-05 6.46322e-05 -0.000381334 0.00036855 0.00059873 0.000930321 0.000253413 0.000124903 -5.50044e-05 0.000186077
internal_weight=0 0.0397827 0.0387071 0.0376836 0.036573 0.0349018 0.0338044 0.0317695 0.0307497 0.00214205 0.0286077 0.0274567 0.0257152 0.00703627 0.00582268 0.0186789 0.0171189 0.0135229 0.00359591 0.0115481 0.0103862 0.00890803 0.00264934 0.0042663 0.00306962 0.00204517 0.00625868 0.0050251 0.00389238 0.00267651
internal_count=3910 3318 3206 3132 3006 2855 2793 2539 2456 149 2307 2022 1911 327 305 1584 1456 1018 438 700 664 412 71 172 119 68 341 215 183 160
is_linear=0
shrinkage=0.00148603


Tree=1891
num_leaves=18
num_cat=0
split_feature=4 0 12 43 48 1 157 14 2 13 16 0 2 4 133 48 0
split_gain=8.97475e-05 0.00016793 0.00033357 0.000173227 0.000143499 0.000158332 0.000147793 0.000168708 0.00021894 0.000152593 0.000132046 0.000190186 0.000176063 0.000160781 0.000191215 0.000128066 0.000266264
threshold=-0.49837999999999999 -0.017269999999999997 0.084695000000000006 -0.24333999999999997 -0.084204999999999988 0.13535500000000003 -0.077534999999999979 -1.0000000180025095e-35 0.097940000000000013 -0.10241499999999999 -0.08286499999999998 -0.084304999999999977 0.086545000000000025 0.05309500000000001 0.08493500000000001 0.11379500000000002 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 -8 9 -9 11 12 -11 14 -12 16 -10
right_child=1 2 -4 4 5 -7 7 8 15 10 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.0014904071263888488 -0.0021596005837285766 0.0042764676120465106 -0.00022599668996382672 -0.0022814896517349484 0.0017816930363135355 0.0026432154695931885 -0.0024353338869295719 -0.0026927469334137874 0.004667111904431147 -0.0020110019877764554 -0.0035771867577363003 0.0025668757334069928 0.00099075327711261479 0.00080444387388003491 4.3816700156659892e-05 -0.00037974943295853987 0.00038303569900524946
leaf_weight=0.0015708506806618719 0.0015626836813838743 0.0011030530257155882 0.0017002520245830155 0.0010091960199076757 0.0017577525221256019 0.0010088434602118493 0.00122995095119549 0.0011118452559305521 0.0010317334302756831 0.0013852859324908831 0.0013899322762531809 0.0013382591634434867 0.0018627197633762776 0.0012216147653347775 0.0010340949268506389 0.001135428941689165 0.0013772738705184759
leaf_count=176 183 163 121 89 350 173 81 130 149 335 631 162 201 65 439 81 381
internal_value=0 8.65761e-05 0.00154565 -0.000123646 5.41541e-05 0.000193755 3.81024e-05 -0.00017898 3.63492e-05 -0.000475516 -0.000176045 0.000543978 -0.000289506 -0.00108184 -0.00203246 0.00138572 0.00221783
internal_weight=0 0.0222599 0.00280331 0.0194566 0.0178939 0.0168847 0.0158759 0.0141181 0.0128882 0.00934375 0.00823191 0.00458626 0.00324801 0.00364564 0.00242403 0.00354444 0.00240901
internal_count=3910 3734 284 3450 3267 3178 3005 2655 2574 1963 1833 698 536 1135 1070 611 530
is_linear=0
shrinkage=0.00637641


Tree=1892
num_leaves=18
num_cat=0
split_feature=52 1 151 150 1 3 457 2 0 15 133 15 12 16 4 0 14
split_gain=8.49997e-05 0.000152192 0.000169335 0.000196894 0.000217876 0.000171773 0.000161829 0.000156496 0.000149522 0.000118497 0.000116448 0.000113274 0.000169277 0.000255695 0.000102221 9.7929e-05 8.5647e-05
threshold=-0.40083499999999994 1.0000000180025095e-35 0.056555000000000001 0.082085000000000019 0.14000500000000002 0.094625000000000015 0.048870000000000004 1.0000000180025095e-35 -0.089879999999999974 -0.10312999999999999 0.084285000000000013 0.085120000000000015 0.085465000000000013 0.18936500000000003 -0.0017649999999999999 -0.099864999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 7 -5 9 10 -3 -2 12 -10 -14 -9 -11 -7
right_child=1 2 -4 6 -6 16 -8 14 11 15 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0016513299060908293 -0.003934824652488041 -0.0021059937261560732 -0.0016363662411380832 0.00061719935929378388 0.0033830000857840124 -0.0027923869451884947 0.0043657169123596934 0.00060977777061838783 0.00096686926680810933 0.002232941947300364 -0.00066965060029119006 0.0013833835776332242 -0.0042441374423426662 0.00050825749073296546 0.0031785673782287987 -0.00042404056778703206 -0.00034799660374295721
leaf_weight=0.0014236136562903274 0.0010293638969673929 0.0011652023254640096 0.0015807796810109751 0.0010194566693575999 0.0010366436785510394 0.0011929561967605196 0.0011879944511888341 0.0015414066242868674 0.0015449260083277737 0.0010119591069361914 0.0010521750808658772 0.001675484684633341 0.0011541553486883356 0.0010124153244673861 0.0014158048115921057 0.0019044932771708333 0.0015969358673060263
leaf_count=401 273 99 125 129 139 49 141 174 221 21 185 652 395 61 159 557 129
internal_value=0 8.86017e-05 0.000497301 0.000755306 0.000373511 5.60984e-05 0.00263456 0.000630542 -0.000713288 -0.000245451 -0.00228435 -0.000106228 -0.000778684 -0.00202339 0.00183962 0.000497887 -0.00139322
internal_weight=0 0.0221222 0.0146536 0.0130729 0.0108654 0.00982876 0.00220745 0.00703887 0.00746852 0.00408165 0.00208154 0.00538698 0.0037115 0.00216657 0.00295721 0.00291645 0.00278989
internal_count=3910 3509 1722 1597 1327 1188 270 1010 1787 677 458 1329 677 456 333 578 178
is_linear=0
shrinkage=0.00690203


Tree=1893
num_leaves=31
num_cat=0
split_feature=1429 14 1213 133 133 123 130 1 43 43 3 13 160 1374 16 1 13 1 484 160 43 0 160 4 15 47 13 16 0 52
split_gain=0.000633164 0.000579443 0.000510816 0.000438825 0.000541232 0.000494174 0.000385001 0.000703024 0.000380364 0.000753217 0.000455586 0.000314269 0.000351626 0.000330071 0.000342052 0.000337867 0.000407912 0.000375956 0.000353674 0.000395042 0.000456004 0.000339478 0.000315919 0.000389541 0.00030095 0.000300923 0.000286219 0.000269993 0.000238993 0.00020753
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.26719999999999994 -0.085714999999999986 0.083745000000000014 -0.0015749999999999998 0.088385000000000005 -0.15109999999999998 -0.089949999999999988 -0.15327499999999997 -0.52445999999999982 -0.23073999999999997 -0.094679999999999986 -0.52908499999999992 0.10471000000000001 -0.082709999999999992 0.11395500000000001 0.084750000000000006 -1.0000000180025095e-35 -0.077544999999999989 -0.23029999999999998 1.0000000180025095e-35 -0.048489999999999991 -0.073314999999999991 0.092255000000000018 -0.010739999999999998 -0.006474999999999999 -0.077944999999999987 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 26 6 7 -6 28 -10 -11 -12 -13 -14 -15 18 -17 -18 19 -16 29 -22 23 -23 -19 -25 -5 -7 -8 -21
right_child=1 -3 3 4 5 27 8 -9 9 10 11 12 13 14 15 16 17 24 -20 20 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012671409951890481 -0.0008576645782339135 -0.0011024996524443135 -0.00091860003498716496 0.001180836623739606 -0.0015980415682993467 0.0013564223849728615 -0.00012521452564255529 0.00025663945386914005 -0.0011045317844032463 0.00096034924085386039 -0.00077499796602858734 -0.00080757699973721777 -0.0005331883381491843 -0.0006236540911491998 -0.00097129786550944177 0.001447464958487178 0.0009330975400827625 0.00052656248740957977 0.00087899781566865487 0.00018796273987878762 0.00069501540993113819 0.00042980549676080953 -0.0010034833789369414 -0.00097052285232019882 -0.00063941910343803625 9.5524293429123775e-05 0.00018586764959417263 0.00021053398681561883 0.00075592536475829883 0.0010582032401837763
leaf_weight=0.001011897084791046 0.0015314090991958009 0.0011546920860687196 0.0010852197126049448 0.0017913953245909386 0.0010367093407619979 0.0011170307493955783 0.0010920934114388992 0.0010793331893639291 0.0015401674530194217 0.0013589394242580688 0.0012726976450621033 0.001177352911342854 0.0019510413618313285 0.0013306842346183364 0.0010113614494199489 0.001087065191453962 0.0015939438978804779 0.0010942749005553587 0.0012833503235045183 0.0013971169417954519 0.001089562090086804 0.0020888570136525673 0.0012425986475821937 0.0015210029398580608 0.0012017697212840517 0.0012466275718239217 0.0012844046800595801 0.0010158297619043402 0.0029418995150383145 0.0014396036610206941
leaf_count=181 578 125 204 141 117 190 87 85 246 99 31 211 54 69 251 104 45 47 104 131 25 249 96 76 58 27 80 80 92 27
internal_value=0 2.08262e-05 5.33321e-05 8.96897e-05 0.000119036 6.09272e-05 1.10774e-05 -0.000652021 5.79082e-05 -1.35785e-05 5.53185e-05 1.91255e-06 4.73604e-05 9.62728e-05 0.000162201 0.000222658 0.000576358 0.000332925 7.97706e-05 -1.31634e-05 8.34934e-05 -0.000132006 -0.000279748 -9.4571e-05 -8.37224e-05 -0.000490342 0.000765354 0.000810664 0.000517381 0.0006296
internal_weight=0 0.041058 0.0399033 0.0383719 0.0372867 0.0342109 0.0320781 0.00211604 0.029962 0.025928 0.0243878 0.0230289 0.0217562 0.0205789 0.0186278 0.0172971 0.00497705 0.00388999 0.0123201 0.0110367 0.0100254 0.00718865 0.00609909 0.00485649 0.00229604 0.00276763 0.0030758 0.00213286 0.00403399 0.00283672
internal_count=3910 3729 3604 3026 2822 2601 2331 202 2129 1950 1704 1605 1574 1363 1309 1240 254 150 986 882 631 473 448 352 105 103 221 270 179 158
is_linear=0
shrinkage=0.00160853


Tree=1894
num_leaves=18
num_cat=0
split_feature=403 52 39 12 48 484 474 484 51 13 12 3 0 2 16 1 13
split_gain=8.42209e-05 0.000113579 0.000110941 0.000146687 0.000137901 0.00016085 0.000144907 0.000179484 0.00016034 0.000165418 0.000149391 0.000122145 0.000210086 0.000165587 0.000153585 0.000230539 0.000117287
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.005105000000000001 -0.095029999999999989 0.12649500000000002 -0.0043499999999999988 0.084655000000000022 1.0000000180025095e-35 0.094915000000000013 -0.094679999999999986 0.095450000000000021 -0.083144999999999983 -0.10071499999999999 0.088975000000000012 -0.071799999999999989 0.091310000000000016 0.025140000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 8 9 10 -7 13 14 16 15 -13 -11
right_child=1 2 3 -5 -6 6 -8 -9 -10 11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0017595298095639329 -0.0018920708962995873 -0.0023696461122504646 -0.00050697992490597945 0.0026734761295051581 -0.0021703351731736896 0.0027062120697028537 0.0024605313028168534 -0.0022839763416760985 0.0029317842042275964 0.0030212886332128034 -0.000330625087060444 0.00094610498418247068 -0.0027507080034975583 -0.0012461625040220887 0.0021887286479323168 -0.0032404999895607554 1.9421320279007538e-05
leaf_weight=0.0012025076456801597 0.0012632247314870301 0.0010754491599007888 0.0010792017560275757 0.0017258763738938329 0.0012440123302355213 0.0018778917956133291 0.0013437335405757081 0.0012779603848767926 0.0010325862481995749 0.0013517875416129534 0.0012259131945487889 0.0013676894084273528 0.0019187773823887751 0.0013707713789142956 0.001058036683573957 0.0010760896935844144 0.0010658837167341062
leaf_count=930 372 460 109 298 82 170 192 271 129 156 44 53 369 113 31 68 63
internal_value=0 7.87853e-05 0.000196824 0.00144985 4.6149e-06 0.000163374 0.000333983 0.000138576 0.00037056 0.000155769 0.00150675 -0.000299564 -0.000951064 0.000632618 3.50288e-05 -0.000897418 0.00169785
internal_weight=0 0.0223549 0.0210917 0.00280508 0.0182866 0.0170426 0.0159671 0.0146234 0.0133454 0.0123128 0.0031038 0.00920904 0.00542059 0.00378844 0.00350182 0.00244378 0.00241767
internal_count=3910 2980 2608 407 2201 2119 1659 1467 1196 1067 214 853 521 332 152 121 219
is_linear=0
shrinkage=0.0067667


Tree=1895
num_leaves=19
num_cat=0
split_feature=42 41 3 15 3 15 12 43 15 4 16 151 4 457 1 49 13 15
split_gain=8.30652e-05 0.000106481 0.000150359 0.000219932 0.000148302 0.000256583 0.000503391 0.000217851 0.000152545 0.000120606 0.000108341 0.000154511 0.000191896 0.000197529 0.000150205 0.000140277 0.000122829 7.13104e-05
threshold=-0.11403999999999999 0.078535000000000008 -0.10628499999999998 -1.0000000180025095e-35 -0.078884999999999997 0.088190000000000004 0.086935000000000012 -0.06705499999999999 -0.053579999999999996 -0.34687499999999999 0.24895000000000003 0.056555000000000001 -0.077679999999999985 0.041935000000000007 0.11649500000000002 -0.0057999999999999987 -0.012839999999999999 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 -6 -5 11 12 -9 14 15 -14 -17 -18
right_child=1 -3 4 9 7 -7 -8 10 -10 -11 -12 -13 13 -15 -16 16 17 -19
leaf_value=-0.0013857109759298277 0.0033261903366068948 -0.0016470425269633957 0.00022326965207583995 -0.001124601387642964 0.0026514854999897838 0.00094352874585212443 -0.0049352322771670709 0.0019223586186780481 6.6949763452874418e-05 0.0014221644660814517 -0.0017127787966763433 -0.0019408829840502208 -0.0028906529211925125 0.001748320075617408 0.0010974372961164924 -0.0021340315469502848 -0.00078863661330756435 0.0011521913563412919
leaf_weight=0.00128025289748378 0.0010578684012075082 0.0010608792557936777 0.0012719805565376838 0.0010458410351656955 0.0016772827373859687 0.0012865221284538916 0.0010760444382490603 0.0017727887443350623 0.0012123106210662144 0.0012672926116991069 0.0012089177648625391 0.0010729594668630335 0.0010070310903131947 0.0013951361912256655 0.0012671265444735916 0.001021077877571659 0.0011756855236353669 0.0011578483831496574
leaf_count=217 107 170 546 111 355 407 588 121 193 114 157 55 59 89 163 305 63 90
internal_value=0 6.87443e-05 0.000155531 0.00122955 -5.01485e-05 -0.00104901 -0.00214075 0.000209757 0.00156716 0.000270691 -0.000144291 4.78302e-05 0.0002904 -0.000121496 -0.000584946 -0.0010737 -0.000528269 0.00017436
internal_weight=0 0.0220346 0.0209737 0.003371 0.0176027 0.00363455 0.00234802 0.0139682 0.00288959 0.00231313 0.0110786 0.00986965 0.00879669 0.00702391 0.00562877 0.00436164 0.00335461 0.00233353
internal_count=3910 3693 3523 332 3191 1541 1134 1650 548 225 1102 945 890 769 680 517 458 153
is_linear=0
shrinkage=0.00555105


Tree=1896
num_leaves=20
num_cat=0
split_feature=151 15 1 50 484 51 159 52 0 2 1 49 403 4 4 16 42 4 3
split_gain=7.94765e-05 0.000112764 0.000124109 0.000183248 0.00015089 0.000178694 0.000164881 0.000257537 0.000207922 0.000165341 0.00021977 0.000172125 0.000238242 0.000255295 0.000231449 0.000129264 0.000186842 8.81339e-05 5.23493e-05
threshold=0.087190000000000017 0.10363000000000001 0.14000500000000002 0.10625000000000001 0.084225000000000008 -0.07742499999999998 -0.026594999999999997 0.11401500000000002 -0.077944999999999987 0.099990000000000009 0.11052000000000002 -0.047309999999999998 0.086810000000000012 0.05309500000000001 -0.078094999999999984 0.15737500000000001 0.091230000000000019 0.097045000000000006 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 9 11 -11 -8 13 14 -13 18 -17 -15 -10
right_child=-2 -3 -4 -5 5 -7 7 -9 15 10 -12 12 -14 17 -16 16 -18 -19 -20
leaf_value=0.002162706756821179 0.0013971288076002409 -0.0018964430627965152 0.0020085598576851664 -0.0026091629498883077 -0.000195407306934119 0.0032234960496324615 0.00054720621166961842 -0.0030132939367443277 0.0030299512521696284 0.0024881047901514834 -0.0012831310650435013 -0.0017191829941846826 0.00084049837103061949 0.00055228412980775526 -0.0056312964032501182 -0.0017048453485228481 0.0016503151225464897 -0.0019148957079488161 0.0011091321721482547
leaf_weight=0.0010252391668154745 0.0013603831887437625 0.0011922282314861523 0.001058016614600722 0.0010004237014809457 0.0011097388669804031 0.0010980614243127481 0.0018421850576750805 0.0011876412800976297 0.0010380438377073781 0.0012612025791276307 0.0010004426840420737 0.0010951096215808913 0.0011574437374181068 0.0010029818592132561 0.0010888628651543079 0.0011607463350136737 0.0012387363093798731 0.0010917743253410842 0.0010113375668167101
leaf_count=195 136 344 139 373 169 179 110 121 101 157 94 519 171 52 355 241 104 90 260
internal_value=0 -0.000100111 4.52273e-06 -0.000104715 3.13832e-05 0.001505 -0.000169426 -0.000326972 -9.89054e-05 -0.000599153 0.000819892 -0.0010401 -0.001578 -0.00223223 -0.00366964 0.000973808 2.7261e-05 -0.000733595 0.00208206
internal_weight=0 0.0216602 0.020468 0.01941 0.0184095 0.0022078 0.0162017 0.0151765 0.0139889 0.00954 0.00226165 0.00727836 0.00543617 0.00427873 0.00218397 0.00444886 0.00239948 0.00209476 0.00204938
internal_count=3910 3774 3430 3291 2918 348 2570 2375 2254 1548 251 1297 1187 1016 874 706 345 142 361
is_linear=0
shrinkage=0.00600863


Tree=1897
num_leaves=31
num_cat=0
split_feature=1429 14 1213 1456 159 2 484 42 453 38 39 480 1 130 43 43 42 42 49 15 52 13 0 4 16 0 3 3 13 12
split_gain=0.000662907 0.000660833 0.000554739 0.00035354 0.000436476 0.000441016 0.000386334 0.00035671 0.000369355 0.000344469 0.000437218 0.000451127 0.000341162 0.000473706 0.00037129 0.000724522 0.000385406 0.000470693 0.000356617 0.000309654 0.000446275 0.000276179 0.000337415 0.000734563 0.000232068 0.000783641 0.000228607 0.000145176 0.000110168 1.91182e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073745000000000019 0.10571000000000001 0.081055000000000016 -0.11403999999999999 0.086795000000000011 0.085905000000000023 0.084535000000000013 0.08456000000000001 0.12864500000000004 -0.084569999999999992 -0.15109999999999998 -0.089949999999999988 0.092145000000000019 0.088345000000000021 -0.12164499999999999 -0.095799999999999982 0.086950000000000013 -0.083514999999999992 -0.230625 -0.0025899999999999994 -0.09601999999999998 -0.10209999999999998 -0.10628499999999998 -0.025254999999999996 -0.098524999999999988 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 -5 9 10 11 12 13 -9 26 -16 17 18 -17 24 21 29 -23 27 -20 -26 -15 -24 -22 -21
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 -14 14 15 16 -18 -19 19 20 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012457737269330298 -0.00086643506208879638 -0.001076619272955317 -0.0007102898561977567 -0.00061364691335433793 -0.00029932304244624806 0.0012495490517815189 0.00093339924390271856 -0.00091390109117221166 -0.00083351836649156387 -0.00077233401648958146 0.0009259571465181078 -0.00091354813265206558 0.00078649282121763444 0.0011690554533988495 -0.0010703378128889632 -0.00065375432008754381 -0.00051439107808274979 0.0010194226678206708 0.00028020891229443682 0.0012037642742101795 0.00015402455375431373 0.00093932141383690768 0.0001859708943876693 -0.00099894416019828593 -0.0013257058981772812 0.00042929572248178723 0.00023015239081478376 0.0010006674892573814 -0.00052804751330919899 0.00090233176856870383
leaf_weight=0.0010465784711118356 0.001554507777804053 0.0013150613620359622 0.0013157029713637405 0.0018537956620363607 0.0015259887447025547 0.0014983001459722978 0.0010098571034946602 0.0010675090955372104 0.0010090601807224422 0.0010011634660731508 0.00163605505039558 0.0010053256375308064 0.0018239063370491517 0.0012517744114148854 0.0012487206081144278 0.0012468510586671729 0.0018844591246651712 0.0016036120130274991 0.0018583729008616601 0.0010043927940063223 0.0010381071810456888 0.0016304096474151087 0.0010354430311640284 0.001027645670440492 0.0012124585077515349 0.0012202064123075654 0.0012279471786609255 0.0010560657029969889 0.0012447794258674261 0.0010074054605374583
leaf_count=181 578 125 287 111 199 200 79 70 49 52 230 211 90 33 134 50 292 126 61 111 13 46 173 59 21 67 43 30 171 18
internal_value=0 9.17398e-07 3.81099e-05 7.6586e-05 0.000105973 0.000584519 0.000191587 4.40883e-05 8.56437e-05 0.00011838 0.000151007 0.000101665 0.000143002 9.16743e-05 0.000140919 6.86285e-05 0.000147335 0.000224378 0.000136947 0.000210877 0.000373155 0.000572713 0.00036935 7.14207e-05 -0.000131157 -0.00044541 0.000704115 0.000597336 -0.000217886 0.00105282
internal_weight=0 0.0394149 0.0380998 0.0365453 0.0352296 0.00403415 0.00253585 0.0311955 0.0293417 0.0283326 0.0273314 0.0256954 0.0246901 0.0228662 0.0217987 0.0193189 0.0180702 0.0161857 0.0145821 0.0133353 0.00904425 0.00676136 0.00474956 0.00311915 0.00429104 0.00243266 0.00247972 0.00209151 0.00228289 0.0020118
internal_count=3910 3729 3604 3026 2739 478 278 2261 2150 2101 2049 1819 1608 1518 1448 1372 1238 946 820 770 621 437 308 262 149 88 76 203 184 129
is_linear=0
shrinkage=0.00154607


Tree=1898
num_leaves=17
num_cat=0
split_feature=42 51 4 50 47 1 0 42 43 15 42 42 43 1 48 48
split_gain=8.47172e-05 0.000117455 0.000117158 0.000115226 0.000139019 0.000256397 0.000299102 0.000137351 0.000182506 0.000137072 0.000112315 0.000111996 9.71034e-05 0.000216314 0.000294762 8.24489e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.032604999999999995 0.10119500000000002 0.08801500000000001 0.10031000000000002 -0.16443499999999997 0.092145000000000019 -0.082484999999999989 -0.031229999999999997 -0.089024999999999979 -0.11145999999999999 0.093240000000000017 0.076710000000000014 0.086065000000000016 0.099800000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 7 -7 8 -3 -8 11 -1 13 -10 -15 -6
right_child=1 3 -4 -5 15 6 9 -9 12 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0016162579450686454 -0.0029004424900764907 0.0024320498775756011 3.8515297888436811e-05 -0.0015851724502297464 -0.0017139327851795258 -4.4297387014566817e-05 0.0058354327150323343 -0.0015516039859917109 -0.0024203983769202184 0.002307904308792894 -0.0028717025835423519 0.0011519657856301387 0.0018475580427510733 0.002600617234588651 -0.0016431579163410435 0.00064736838883093636
leaf_weight=0.0013340511486502078 0.0010649241628695183 0.0019305875255408731 0.0014901053810470492 0.0012732483488905348 0.00177192737248734 0.0013335312600944137 0.0010169130130851002 0.0015912106970500106 0.0015936682879723356 0.0010007512714838027 0.0010143776847496818 0.0013427513035954297 0.0010835786124858693 0.0016396339060082976 0.0013802806771598952 0.0010957843604308855
leaf_count=229 215 210 306 358 105 98 315 383 366 124 593 238 34 164 48 124
internal_value=0 0.00016477 -0.00118643 0.00037136 0.000532727 0.000839429 0.00244232 0.00025676 0.000633999 0.0040858 -0.000954263 -0.000227647 2.46971e-05 -0.000403433 0.000660959 -0.000811653
internal_weight=0 0.0192661 0.00255503 0.0167111 0.0154379 0.0125702 0.0033512 0.00921896 0.00762775 0.00201766 0.00369118 0.0026768 0.00569716 0.00461358 0.00301991 0.00286771
internal_count=3910 2850 521 2329 1971 1742 537 1205 822 439 1060 467 612 578 212 229
is_linear=0
shrinkage=0.0067667


Tree=1899
num_leaves=28
num_cat=0
split_feature=14 1213 1456 453 52 157 130 1186 43 42 39 16 16 15 16 14 52 49 15 15 0 1 16 52 4 4 3
split_gain=0.000582069 0.000562681 0.00042703 0.000269233 0.000265375 0.000297682 0.000302279 0.000556452 0.000298083 0.000567885 0.000561942 0.000603486 0.000299159 0.000354813 0.000322009 0.000291263 0.000450812 0.000309916 0.000227953 0.000224642 0.000209582 0.00019972 0.000331843 0.000243871 0.00031489 0.00018239 0.000106798
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086795000000000011 -0.42985499999999993 -0.073574999999999988 -0.0015749999999999998 0.084100000000000022 -0.057994999999999998 -0.11145999999999999 0.084535000000000013 0.22945500000000005 -0.17157499999999998 0.041585000000000004 -0.30307999999999996 -0.24487499999999998 -0.088779999999999984 0.093425000000000022 0.10043500000000001 0.088495000000000018 -0.099864999999999995 0.094695000000000015 -0.071799999999999989 -0.068164999999999989 -0.04738499999999999 -0.34687499999999999 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 20 7 -7 9 -8 11 12 14 -14 -11 -10 -17 18 19 21 -6 23 26 -18 25 -25 -23
right_child=-2 2 3 -5 5 6 8 -9 15 10 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28
leaf_value=-0.00094288679497781078 -0.0011341027087822886 -0.00080437741749551223 -0.00055797185759937453 -0.00068866164900305315 0.0010858912315319597 -0.0011097608566252959 -0.0004793381198852655 0.00029380608515741733 -0.00062501278929337912 -1.9930014004629939e-06 0.0015129736108552591 0.0012170931066035767 -0.00059781976009455607 0.0004961421161436446 0.0011851256328554627 -0.00089824221944981742 0.00041246105212731563 0.00079973483090221582 -0.00062501832561978924 0.0008251744256137282 0.00014621963711138197 -0.00033663887990823091 0.0010852940472660996 -0.00034036307749025726 -0.000755857239198252 0.00048020810503103881 0.00033204019660489911
leaf_weight=0.00141073971087216 0.0010880936935341859 0.001332501928202611 0.0013458514956845849 0.0010319002060579221 0.0013046509940295437 0.0013200712457467614 0.0015799278909530432 0.0013820534185378097 0.0015065117099687933 0.0011757534706995365 0.0011946309055286715 0.0015313005756623088 0.0019417218617711054 0.0011159889916632082 0.0010200089449803338 0.001024494552373187 0.0016529317051379184 0.0016202206799078309 0.0010070836823459226 0.0010452618709200232 0.0010039454941626743 0.0010024988340251728 0.0010671484628264061 0.0012942692649175989 0.0019218415029609876 0.0012956434819917373 0.0013262340395993055
leaf_count=578 126 312 285 68 48 182 87 66 58 74 207 51 259 168 14 100 30 132 90 200 270 80 43 27 121 128 106
internal_value=0 1.39076e-05 5.35554e-05 8.85028e-05 0.000113817 0.000143623 9.9665e-05 -0.00039188 0.000152115 0.00036752 0.000535198 0.000363036 0.000114093 -0.000198551 0.000549465 2.14939e-05 8.98061e-05 0.0001663 7.79236e-05 0.000144672 0.000677254 7.02722e-05 0.000371348 -9.55784e-05 -0.000281704 7.01402e-05 4.41798e-05
internal_weight=0 0.0354552 0.0340444 0.0327119 0.03168 0.0303342 0.0280256 0.00270212 0.0253235 0.00955933 0.0079794 0.00678477 0.00525347 0.00305771 0.00219576 0.0157641 0.0142576 0.0132331 0.0116129 0.0106058 0.0023086 0.00956057 0.00339588 0.00616469 0.00451175 0.00258991 0.00232873
internal_count=3910 3784 3206 2894 2826 2541 2223 248 1975 860 773 566 515 427 88 1115 1057 957 825 735 318 535 229 306 276 155 186
is_linear=0
shrinkage=0.00154607


Tree=1900
num_leaves=18
num_cat=0
split_feature=11 52 52 13 1 12 1 13 160 457 3 47 2 16 0 133 4
split_gain=8.16662e-05 9.59524e-05 0.000228036 0.000131652 0.000229233 0.000228457 0.000162808 0.000181282 0.000211725 0.000132117 0.000273808 0.000211688 0.000178918 0.000153981 0.000151791 0.000117568 0.000101024
threshold=0.088315000000000018 0.18936500000000003 0.13709500000000002 -0.094679999999999986 0.08844500000000001 -0.075044999999999987 0.13148500000000005 -0.077944999999999987 -0.081519999999999995 0.082870000000000013 0.090325000000000003 0.09550500000000002 0.087995000000000004 -0.09385499999999998 -0.069414999999999991 0.084285000000000013 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 -5 7 -7 -9 10 11 12 16 -11 -14 -1 -10
right_child=-2 -3 -4 5 -6 6 -8 8 9 13 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.0012519607831870472 -0.0014456086895777722 -0.0011788808097812178 0.0025587823834675801 0.0020510398138240717 0.0021852519778211617 -0.002153259870872315 -0.0023448127301866268 0.0019322728406941042 -0.00036328414658216905 -0.000683757729536684 -0.0027648409303110961 0.0018965180482386356 0.0014678199326122424 0.0020586579608107194 -0.0010154828975590864 0.0010565435645717941 -0.0024118066863960705
leaf_weight=0.0013677693955393378 0.0010364022043761736 0.0015934261428878623 0.0010246247592251003 0.0011323848016046639 0.0019083665715760867 0.0012099808552672028 0.0010780116585734417 0.0013368116300894921 0.0011406252210333237 0.0010142572278751399 0.0013314021905843632 0.0011302176102358508 0.0015016536906795191 0.0012513958116540094 0.0012212179712443455 0.0010804871647109859 0.0015590599039365721
leaf_count=147 145 441 59 293 221 762 103 142 322 58 100 93 375 68 239 36 306
internal_value=0 5.71188e-05 0.000154193 2.62943e-05 0.000826202 -0.000207481 -0.00039315 -0.000227443 -2.4581e-05 -0.000282314 -0.000602235 -0.000162834 -0.000592062 0.00083097 0.000354049 -0.00023315 -0.0015463
internal_weight=0 0.0218817 0.0202883 0.0192636 0.00435662 0.014907 0.0137746 0.0126966 0.0114866 0.0101498 0.00788418 0.00655277 0.00542256 0.00226565 0.00272287 0.00244826 0.00269969
internal_count=3910 3765 3324 3265 404 2861 2568 2465 1703 1561 1435 1335 1242 126 614 183 628
is_linear=0
shrinkage=0.00523088


Tree=1901
num_leaves=28
num_cat=0
split_feature=14 1213 51 1 45 47 1 11 3 159 12 160 12 42 133 457 151 52 52 1 1 2 3 3 0 52 16
split_gain=0.000534275 0.000409715 0.000376342 0.000353317 0.00051499 0.000347813 0.00039605 0.000244141 0.000249284 0.000248795 0.000336349 0.000215055 0.000258242 0.000313995 0.000238991 0.000254957 0.000308724 0.000277148 0.00028609 0.000251043 0.000266922 0.000230666 0.000302228 0.000228966 0.000246213 0.000171355 0.000257362
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 0.11896000000000002 0.11235500000000002 0.08184000000000001 -0.15464999999999998 0.10519500000000001 0.10129000000000001 -0.10117499999999999 0.097345000000000015 -0.090359999999999982 0.093845000000000026 -0.0015249999999999997 0.056555000000000001 -0.092854999999999979 -0.07984999999999999 0.10031000000000002 0.092550000000000007 0.096970000000000015 -0.078884999999999997 -0.023079999999999996 -0.19631499999999999 -0.014099999999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 10 11 -10 13 -13 15 -15 17 -17 -19 20 21 22 -20 -24 -25 -8 -27
right_child=-2 2 3 -5 -6 -7 25 -9 9 -11 -12 12 -14 14 -16 16 -18 18 19 -21 -22 -23 23 24 -26 26 -28
leaf_value=-0.00085744168277718691 -0.0010935291578685628 -0.00084684086788663741 0.00063315029753147252 0.00076756131797266398 -0.0010643493846293156 -0.0008200985666257833 0.0010287093107540532 -0.00063484352376777747 -0.00052290317323626628 -0.00071956893992270474 -0.00066489193957942146 -0.00061550079336591685 0.00090077425258382573 -0.00040593406276592608 -0.00050842024385745776 -0.00036618169099564377 -0.00033363435758636744 0.0012205728577622526 3.6877009997980023e-05 0.0010732510981065636 -0.00037576271056082142 -0.00024312215399317972 0.0013603401341898897 0.00096770584907537925 -6.4318163801310504e-05 0.00079814956092006436 -0.00013536414169848645
leaf_weight=0.0012692708272218625 0.0011007103996724102 0.0011126413102058299 0.0018364318922092148 0.0017870788919990789 0.0010043557386971705 0.0010229724947448107 0.0013298604868440811 0.0012689023545973113 0.0012050999081577298 0.0010532989140767798 0.001454026983019086 0.0013407328120926881 0.0011135128986013978 0.0013889358868954824 0.0011595463002361814 0.0010671533379241439 0.0016417806663946441 0.0011466378804464395 0.0019072661139864985 0.0011483944841222957 0.0012776553008952973 0.0011128371207442811 0.0012447830760922152 0.0013357282828110328 0.0010092863496063142 0.0015181832525025529 0.0014226932625186197
leaf_count=578 126 126 66 154 64 82 144 114 281 158 218 134 73 175 260 179 65 92 351 58 68 44 40 16 43 150 51
internal_value=0 2.22129e-05 5.51391e-05 8.57387e-05 4.6446e-05 8.36267e-05 0.000115524 3.88889e-05 7.53559e-05 2.79469e-05 6.62548e-05 0.000121917 0.000165343 0.000116542 0.000180109 0.000236016 0.00030518 0.000398408 0.000478538 0.000384376 0.000284079 0.000411622 0.00054417 0.000813696 0.000523526 0.000558966 0.000346548
internal_weight=0 0.0351791 0.0339098 0.0327972 0.0310101 0.0300057 0.0289827 0.024712 0.0234431 0.0216067 0.0205534 0.0190994 0.0178943 0.0167807 0.01544 0.0142805 0.0128915 0.0112497 0.0101826 0.00903595 0.00788756 0.0066099 0.00549706 0.0035898 0.00234501 0.00427074 0.00294088
internal_count=3910 3784 3206 3080 2926 2862 2780 2435 2321 2255 2097 1879 1598 1525 1391 1131 956 891 712 620 562 494 450 99 59 345 201
is_linear=0
shrinkage=0.00157699


Tree=1902
num_leaves=17
num_cat=0
split_feature=1447 50 47 4 1 42 403 43 16 16 2 12 51 0 13 51
split_gain=8.05399e-05 0.000102253 0.000132277 0.000177861 0.000309009 0.000120884 0.000193425 0.00017691 0.000107248 0.000319674 0.000320692 0.000166318 0.000148846 0.000258706 0.000212491 0.000172968
threshold=-1.0000000180025095e-35 0.10030500000000002 0.13206500000000002 0.25367000000000006 0.11198000000000001 -1.0000000180025095e-35 0.03138500000000001 -0.18906999999999999 0.15737500000000001 -0.014099999999999998 0.086915000000000006 0.093125000000000013 0.077145000000000005 -0.10209999999999998 -0.026374999999999999 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 9 12 -11 -10 13 -9 -15 -14
right_child=1 -3 -4 4 -6 7 -8 8 11 10 -12 -13 15 14 -16 -17
leaf_value=-0.0020306374516033867 -0.0039698929610397816 0.0020020636879792397 -0.0025955185342941976 -0.00022097489175134651 0.00461696455884366 0.0029125221850670184 0.00024614935229166896 -0.0040732101994727333 -0.0032121590359541208 -0.00066453422051984202 0.0045417873083693503 0.00025023344032352297 0.0024534893211011787 -0.0023726846348438376 0.0018951143317953664 -0.0012917016425601814
leaf_weight=0.001055006951459248 0.0011570640493901224 0.0014467618945152643 0.0010818282739624143 0.0018157202869025788 0.0012402350239857345 0.0011072751282625833 0.0012784905404161773 0.0014774133682035036 0.0014864042109228323 0.0011364963978495258 0.0015762303584343079 0.0016164720534160848 0.0014458288045726408 0.0012561713777686336 0.0013519828834560607 0.0013136662608863592
leaf_count=371 657 384 53 174 299 68 190 125 234 258 269 182 69 408 34 135
internal_value=0 8.29647e-05 -5.35301e-05 8.92567e-05 0.00174246 -0.000222536 -0.00175677 4.88718e-05 -0.000201577 0.000190208 0.0023606 -0.00140839 -0.000669927 -0.00157534 -0.000160396 0.000670579
internal_weight=0 0.021788 0.0203413 0.0192595 0.00305596 0.0162035 0.00243555 0.0137679 0.0126607 0.00955779 0.00271273 0.00310288 0.00684506 0.00408557 0.00260815 0.0027595
internal_count=3910 3539 3155 3102 473 2629 847 1782 1714 1298 527 416 771 567 442 204
is_linear=0
shrinkage=0.00747098


Tree=1903
num_leaves=17
num_cat=0
split_feature=453 4 1 15 0 4 16 0 133 52 48 52 16 51 48 16
split_gain=8.38866e-05 0.000165109 0.000201301 0.000140934 0.000132003 0.000192638 0.00034305 0.000182706 0.000221206 0.000236145 0.000188304 0.00020236 0.000127282 0.000192595 0.00010665 3.65055e-05
threshold=1.0000000180025095e-35 0.24280000000000004 0.11235500000000002 -0.10469999999999999 -0.10071499999999999 0.0057500000000000008 -0.094359999999999986 -0.084794999999999995 -0.085714999999999986 0.11401500000000002 0.084795000000000023 0.09716000000000001 -0.082504999999999981 -0.089214999999999989 0.086350000000000024 0.050115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 14 -7 -6 -9 10 11 12 -10 -14 -5 -15
right_child=-2 2 -4 4 7 6 -8 8 9 -11 -12 -13 13 15 -16 -17
leaf_value=-0.0022024971342227474 -0.0016899974622138574 -0.0001110571103644675 0.0027735468805069625 0.00056609989722136613 -0.0023664990664466305 -0.00094047634462012225 0.0035458724195048816 0.0021162789467377651 0.00083423935974165234 -0.003039029407831986 0.0024177419169781477 0.0020407329326085533 0.0001156124332739763 -0.0019992495110092877 -0.0020610921544430842 -0.003649154373959886
leaf_weight=0.0012493482494434589 0.0011058294775271307 0.0019900755241827528 0.0018010405789193988 0.0015133536121330294 0.0016037059151841728 0.0010561361573455663 0.0018034810015485903 0.001501250221552953 0.0010886223569860336 0.0012131572903917032 0.0010296546645600368 0.001016043618405682 0.0014851781040506355 0.0010447768053108144 0.0010047651903899446 0.0010515406380289249
leaf_count=255 99 195 328 173 756 72 48 244 158 314 162 70 276 514 64 182
internal_value=0 7.56042e-05 0.00125933 -0.000178494 -2.44156e-05 0.000778662 0.00188894 -0.000415821 -8.40882e-05 -0.0005007 -4.21712e-05 -0.000487614 -0.00103769 -0.00160667 -0.000482187 -0.00282686
internal_weight=0 0.0214521 0.00379112 0.017661 0.0164117 0.00537774 0.00285962 0.0110339 0.00943022 0.00792897 0.00671582 0.00568616 0.00467012 0.0035815 0.00251812 0.00209632
internal_count=3910 3811 523 3288 3033 357 120 2676 1920 1676 1362 1200 1130 972 237 696
is_linear=0
shrinkage=0.00625138


Tree=1904
num_leaves=17
num_cat=0
split_feature=11 3 1 3 43 160 13 15 43 52 2 0 15 52 3 1
split_gain=8.73346e-05 0.000106999 0.0001392 0.000120378 7.68302e-05 0.000368473 0.000253467 0.000200719 0.000152929 0.00010085 0.000122991 0.000125081 0.000166127 0.000131492 0.000120677 7.14151e-05
threshold=0.08184000000000001 -0.10628499999999998 0.076710000000000014 -0.084129999999999996 -0.06705499999999999 -1.0000000180025095e-35 -0.082014999999999991 -0.017214999999999998 -1.0000000180025095e-35 0.13266500000000003 0.11934000000000002 -0.10071499999999999 -0.07142999999999998 -0.074484999999999982 0.097615000000000021 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8 -6 10 11 12 13 -10 -13 -15
right_child=-2 3 -4 4 8 6 7 -9 9 -11 -12 14 -14 15 -16 -17
leaf_value=5.0635875596584955e-05 -0.0015949918612152998 -0.0017619181617897436 0.0029025762812304153 -0.0027592430415629117 -0.0026829027861542971 0.0043237253196398776 -0.0011336852264552013 0.0025993759964509484 -0.0019256431117842072 0.001795192839930038 -0.0024042628515855138 -0.002665537236362512 0.0023315954270088711 -0.00027360331854958594 0.00039869512851258763 0.0018555236786707227
leaf_weight=0.0018134237809348521 0.0014325739345414082 0.0017316239568265701 0.0012882875743567071 0.0010119083184830999 0.0010086540024472337 0.0011627049917553207 0.0013756025517226555 0.0011756202287307995 0.0012640741976328584 0.0012436674495794478 0.0010077941051503123 0.0012347004110246371 0.0016782329680750099 0.0016004617774733054 0.0010438207742383271 0.001223247272069905
leaf_count=138 224 875 160 427 486 139 312 92 49 130 185 384 107 60 74 68
internal_value=0 9.82991e-05 0.00123518 -0.000100229 7.92676e-05 0.000789595 0.00175652 0.000586534 -0.00021768 2.38272e-05 -0.000219534 5.41614e-05 0.000574171 -0.000147337 -0.00126177 0.000648747
internal_weight=0 0.0208638 0.00310171 0.0177621 0.0160305 0.00472584 0.00371393 0.00255122 0.0113047 0.010296 0.00905233 0.00804454 0.00576602 0.00408778 0.00227852 0.00282371
internal_count=3910 3686 298 3388 2513 970 543 404 1543 1057 927 742 284 177 458 128
is_linear=0
shrinkage=0.00663402


Tree=1905
num_leaves=26
num_cat=0
split_feature=14 1213 1456 480 453 52 475 50 39 40 133 130 160 3 2 0 42 160 1 1 52 2 16 1 13
split_gain=0.000562178 0.00045272 0.000379445 0.000356197 0.000275338 0.000253528 0.000316625 0.000327991 0.00023432 0.000242057 0.000253241 0.000644922 0.000364349 0.000289683 0.000344538 0.000269869 0.00035351 0.000474423 0.000366362 0.000336318 0.000264879 0.000264098 0.000239451 0.000154183 0.000140499
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 0.086795000000000011 -0.42985499999999993 -0.067819999999999978 0.099470000000000017 -0.037714999999999992 -0.079539999999999986 -0.086869999999999989 -0.0015749999999999998 -0.069144999999999984 -0.15464999999999998 0.11230000000000001 -0.230625 0.088235000000000022 0.087825000000000014 0.092550000000000007 0.10982000000000001 0.084890000000000007 0.088485000000000022 -0.014099999999999998 0.11235500000000002 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 -10 21 -12 -13 -14 15 -15 17 18 20 -20 24 -11 -18 -16 -17
right_child=-2 2 3 -5 -6 6 7 -9 9 10 11 12 13 14 23 16 22 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.00092188443216008418 -0.0011460280214241022 -0.00079076308947323513 -0.00059547790761836183 -0.00082492188231120646 -0.00069849451842923468 0.00086555088196146467 -0.00061769277145661569 0.0007995722866029107 0.00079397506036976316 7.05317409771633e-05 -0.0010476136157889873 -0.00062022170921919662 0.00087592597099211468 0.00080826559506824074 -0.00085930926485988169 0.0011673419599120085 0.0001357232005953006 -0.00072805104325851728 -0.00079179980137522056 0.00026785611481318291 -0.00014266050804799418 0.001131769819406002 0.00108593426481482 -4.2024665550366029e-05 0.00045381866600894595
leaf_weight=0.0012984342836197251 0.0011231943594404705 0.0013458530338343313 0.0011640389990782421 0.0010853717986005753 0.0010469774035222193 0.0016004594943651298 0.0011771603242407584 0.0017681350497740214 0.0012943476968583457 0.001289475116696053 0.0013636997677570753 0.0016748180978539409 0.001367320433708615 0.0016715074790098908 0.0012196165901623415 0.0011208768011585716 0.0013259214168385366 0.0019804893998058848 0.0015661793636425614 0.0015339723998981265 0.0013440712333763205 0.0011459096973205352 0.00142213655370771 0.0011703395444264963 0.0019671513070158939
leaf_count=578 126 312 276 224 68 266 52 189 192 149 147 218 53 43 89 36 176 119 47 41 94 142 48 115 110
internal_value=0 1.01043e-05 4.60709e-05 8.09395e-05 0.000112437 0.000140581 0.000170122 0.000129506 8.32895e-05 0.000117028 7.9201e-05 2.15512e-05 9.6845e-05 0.000164736 0.000105159 0.000201951 0.000119293 -2.75087e-05 0.000156688 -0.000267476 0.000453381 0.000569871 0.000627463 -0.000459093 0.00071281
internal_weight=0 0.0349443 0.0336458 0.0323 0.0312146 0.0301676 0.0290036 0.0274031 0.025635 0.0244578 0.0231635 0.0207281 0.0193644 0.0176896 0.0163223 0.0139323 0.0122608 0.00951274 0.00753225 0.00310015 0.0044321 0.00243538 0.00274806 0.00238996 0.00308803
internal_count=3910 3784 3206 2894 2670 2602 2326 2060 1871 1819 1627 1336 1189 971 918 714 671 447 328 88 240 291 224 204 146
is_linear=0
shrinkage=0.00160853


Tree=1906
num_leaves=27
num_cat=0
split_feature=14 1213 1456 52 157 453 38 124 40 48 49 14 3 1374 1 42 133 403 1 1 15 13 4 52 160 15
split_gain=0.000474776 0.000465098 0.000389305 0.000254992 0.000329523 0.000215031 0.000305202 0.000346849 0.000333286 0.000308984 0.000401482 0.000279493 0.000476911 0.000288494 0.000294058 0.00026831 0.000343581 0.000326235 0.000195636 0.000492103 0.000260659 0.000219805 0.000150023 0.000118024 9.62683e-05 5.02359e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.12649500000000002 0.093425000000000022 -0.45687499999999998 0.10420500000000001 -0.094679999999999986 0.076710000000000014 0.083725000000000008 0.084630000000000025 0.085745000000000016 0.092550000000000007 0.10080500000000002 -0.094924999999999995 -0.0010249999999999997 0.26048500000000002 0.024145000000000003 -0.081934999999999994 -0.042544999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 24 6 7 -6 -9 10 11 -10 13 -13 15 17 -17 -15 20 -20 -16 -22 25 -14 -5 -21
right_child=-2 2 3 4 5 -7 -8 8 9 -11 -12 12 23 14 18 16 -18 -19 19 22 21 -23 -24 -25 -26 -27
leaf_value=-0.00078761549210140658 -0.00091744635656823234 -0.00069625052720512031 -0.00056521746895057045 0.00031387887388553036 0.00079838664806812553 -0.0004959230883237293 -0.00060670347142810846 -0.00054586149207794721 -0.00056455897396832759 -0.00055551570293801674 0.0008588134650622353 -0.00060300829865544698 0.00092747557435364828 -0.00073282947023832826 0.0010857449270173091 0.00058106194286957355 -0.00028458046856232928 0.00018644084268806677 -0.00061233966188733926 0.00081131268657306957 0.00074136420695680824 -0.00010134058105586487 -2.2423058064563047e-05 0.00033183820936999247 0.00088955077328550618 0.00039125882156762726
leaf_weight=0.0012788686816400654 0.0010373149083555125 0.0012459248416152617 0.0010961525810817265 0.0010277840249910686 0.0012709878010207119 0.0012221743204694482 0.0011134068311822861 0.0014614727623837439 0.0010621078504300377 0.0011644745530414715 0.0013778086069548964 0.0011137257658901953 0.0015085243584047883 0.0019137450576129852 0.0010510898682909442 0.0016977213938063618 0.0016263186656784445 0.0011021065901304361 0.0012585114556333821 0.0010075779090414905 0.0010130948210895774 0.0012556912103729445 0.0010821385401309641 0.0010035478884109494 0.0010784047874383687 0.0010566756791092757
leaf_count=578 126 312 290 179 221 75 76 117 26 58 183 21 104 333 28 118 262 71 126 54 152 90 83 43 144 40
internal_value=0 7.72848e-06 4.07406e-05 7.17985e-05 9.63257e-05 5.53964e-05 8.21978e-05 0.000114121 7.59033e-05 0.000118575 0.000157569 0.000106047 0.000146309 5.64048e-05 0.000108621 -0.000106202 0.000157538 -0.000396893 0.000284931 9.8979e-05 0.000531657 0.000274958 0.000383496 0.000689524 0.000608633 0.00059629
internal_weight=0 0.03209 0.0308112 0.0295652 0.0284691 0.0263629 0.0251407 0.0240273 0.0227563 0.0212949 0.0201304 0.0187526 0.0176905 0.0151784 0.0140647 0.00633989 0.00332404 0.00301585 0.00772478 0.0044049 0.00331988 0.00226879 0.00314639 0.00251207 0.00210619 0.00206425
internal_count=3910 3784 3206 2894 2604 2281 2206 2130 1909 1792 1734 1551 1525 1378 1357 784 380 404 573 303 270 242 177 147 323 94
is_linear=0
shrinkage=0.00134594


Tree=1907
num_leaves=18
num_cat=0
split_feature=484 50 474 156 2 12 12 0 42 43 42 3 48 151 2 4 16
split_gain=8.50545e-05 9.56433e-05 0.000127917 0.000196712 0.000131805 0.000227453 0.000238617 0.000135058 0.000112526 0.000135228 0.000233441 0.00021039 0.000266528 0.00014077 0.000153487 0.000168692 0.000106535
threshold=-0.0043499999999999988 0.10030500000000002 0.084655000000000022 0.082150000000000015 0.086650000000000019 0.097345000000000015 0.084100000000000022 -0.10209999999999998 -1.0000000180025095e-35 -0.15109999999999998 0.092395000000000019 0.088060000000000013 0.083775000000000002 -0.0088999999999999982 0.113945 -0.029114999999999999 -0.00083999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -6 -10 11 12 -11 -13 15 -15 -9
right_child=1 -3 -4 -5 8 -7 -8 16 9 10 -12 13 -14 14 -16 -17 -18
leaf_value=-0.0014997664226299291 -0.0023176139965889108 0.0018753800591498394 0.0017696967994863132 -0.0028923881067358169 -0.0013562205666897784 0.0013592867904811403 -0.0036585922878987873 0.00194694622474496 0.0027479465268497537 0.00041781208124519237 -0.0023903932998245976 -0.0019676963263812225 0.004509227498926449 -0.0001188146998985549 -0.0012592243511773968 0.0035896955702674955 -0.00093304154064714545
leaf_weight=0.0015156877324004536 0.001129318884596997 0.0012039795360925523 0.0015674648028615725 0.0010550438945780413 0.0012938787601952497 0.0016284896802998272 0.0014482322550086191 0.0010484136564750165 0.0011805838710738864 0.0015077197257495536 0.0011029313315806064 0.0011872808799013868 0.0012172946681171248 0.0010540289755169852 0.0011452326492793069 0.0010218977263902751 0.0011278041231204102
leaf_count=612 64 292 289 291 437 132 620 195 82 224 276 84 93 33 92 36 58
internal_value=0 9.5779e-05 -1.28964e-05 -0.00016686 1.36887e-06 -0.000738503 -0.00145714 -0.000492631 0.000442235 0.00068934 0.000394265 0.000824812 0.00224549 -5.33625e-05 0.000652238 0.00170674 0.00045442
internal_weight=0 0.0209196 0.0197156 0.0181482 0.0170931 0.00638226 0.00475377 0.00330554 0.0107108 0.00941697 0.00823639 0.00713345 0.00272501 0.00440844 0.00322116 0.00207593 0.00217622
internal_count=3910 3298 3006 2717 2426 1069 937 317 1357 920 838 562 317 245 161 69 253
is_linear=0
shrinkage=0.00650394


Tree=1908
num_leaves=16
num_cat=0
split_feature=124 4 0 4 15 51 12 47 4 1 51 15 42 16 150
split_gain=7.57999e-05 0.000115437 0.000154393 0.000140792 0.000133241 0.000185958 0.000116344 9.74983e-05 0.000129536 0.000114607 0.000214909 9.6826e-05 0.000277675 0.000195521 9.1629e-05
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.0063699999999999989 -0.07174999999999998 0.09258000000000001 0.086425000000000016 0.25367000000000006 0.091560000000000016 0.11024000000000002 0.088615000000000013 0.08622500000000001 -0.084184999999999996 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 9 -9 14 -11 13 -13 -6 -7
right_child=-2 2 6 4 11 7 -8 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0018213929548675947 0.0015604593286044775 -0.0017491142994922129 0.0030994655493823222 -0.0024652856664799149 -0.00046733833716505654 -0.0018155316766333427 0.00021784372418063872 -0.0021785131293053941 0.00034935233457471671 0.0025004760315996775 -0.00098304829299546148 -0.0023842399375072327 0.0017844500819322877 0.0027675706507455026 0.00039985336095330743
leaf_weight=0.0013561344255204602 0.0010973101892757719 0.0018726814717968656 0.0010074422870253582 0.0013896271722161528 0.001127439831401067 0.0011294495574442724 0.0011019416446691466 0.0015607384733800564 0.0014867997928218156 0.0018829920406552049 0.0010286118272837541 0.0010966137150881239 0.0013258426374798196 0.0018590246241772862 0.0018498123390326138
leaf_count=173 91 495 153 431 202 505 81 265 78 373 36 264 479 179 105
internal_value=0 -9.17576e-05 2.71945e-05 -0.000160499 2.85442e-05 -0.000379569 0.00159411 -5.53084e-05 -0.000945246 0.000405085 0.00126982 0.000807813 -0.00010266 0.00154634 -0.000440008
internal_weight=0 0.0210752 0.019719 0.0176096 0.015737 0.010328 0.00210938 0.0089384 0.00304754 0.00589087 0.0029116 0.00540892 0.00242246 0.00298646 0.00297926
internal_count=3910 3819 3646 3412 2917 1793 234 1362 343 1019 409 1124 743 381 610
is_linear=0
shrinkage=0.0061288


Tree=1909
num_leaves=27
num_cat=0
split_feature=1213 14 3 480 1456 453 39 1374 52 475 157 130 1186 11 3 160 50 2 2 0 0 47 43 42 0 12
split_gain=0.000506982 0.000369687 0.000343154 0.000296914 0.000257186 0.000325288 0.000251101 0.000270501 0.000256043 0.000238662 0.00027781 0.000324689 0.000441754 0.000317744 0.000355178 0.000327393 0.000203744 0.000322986 0.000318552 0.00028097 0.000341877 0.000154057 0.000148834 9.59097e-05 9.32411e-05 6.45952e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.30601500000000009 0.086640000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.42985499999999993 -0.067819999999999978 -1.0000000180025095e-35 -0.0015749999999999998 0.083785000000000012 0.088315000000000018 -0.15121499999999996 0.10150000000000002 0.099470000000000017 0.10679500000000001 0.091525000000000009 -0.07773999999999999 -0.10131499999999999 0.094160000000000008 -0.088734999999999994 0.087695000000000009 -0.11991499999999998 0.085665000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 -10 -11 12 -12 14 -13 16 17 18 19 20 21 24 -21 25 -16 -20
right_child=1 -3 -4 -5 5 -7 7 8 9 10 11 13 -14 -15 15 -17 -18 -19 23 22 -22 -23 -24 -25 -26 -27
leaf_value=-0.00099594121648833287 -0.00068587752976929537 -0.00090232256018952497 0.00087673481184770679 -0.00082318541422131018 -0.00062425963976816016 -0.00073413100673336447 -0.00048253840587522006 -0.00057568141212643094 0.00088562397083482734 -0.00062869102569124396 -0.0011424196838894351 0.0011312014619524701 0.00030321669221791339 -0.00052594899454680086 0.00037081146951035217 -0.000573013059616779 0.00097637636019067909 -0.00033184664679937372 0.0007096381590340128 0.00023736255085602762 -0.00058669924985868169 0.00077602963147195894 0.0010154844617786926 0.0003935037236504466 -0.0002822219077719605 0.0012189847313575921
leaf_weight=0.0013326371464232037 0.001195185312856172 0.0010950232536656159 0.0012429199167573171 0.0010568976362261831 0.0011424944871833978 0.0012254759760281777 0.001653544539063744 0.0010780807087375178 0.0013380574338181231 0.0010323148038533505 0.0010057269289898132 0.0013913444290454295 0.0011988445339561338 0.0011367261671644249 0.00113408325705322 0.001076188611774275 0.0012171934474302934 0.0018653717469699497 0.0013885366717903969 0.0012320574379821037 0.0017703635284758018 0.0011128997768354854 0.0013146497885383997 0.0011850824107627611 0.001128765153481026 0.0012017800269249479
leaf_count=592 298 119 162 232 56 81 62 271 211 113 164 62 62 55 28 135 126 202 77 32 392 19 151 84 32 92
internal_value=0 1.63742e-05 4.84894e-05 1.42678e-05 4.47625e-05 7.6141e-05 0.000113465 0.000146568 0.000190261 0.000226589 0.000185367 0.000226643 -0.000356284 0.000297428 0.000352425 0.000283087 0.000346405 0.000288896 0.000389863 0.000202058 -1.41969e-05 0.000286044 0.000639041 0.000772539 4.50622e-05 0.00094595
internal_weight=0 0.0324196 0.0313246 0.0300817 0.0290248 0.0278296 0.0266041 0.0254616 0.0238081 0.02273 0.0213919 0.0203596 0.00220457 0.018155 0.0170183 0.015627 0.0145508 0.0133336 0.0114682 0.00769282 0.00514611 0.00337575 0.00254671 0.0037754 0.00226285 0.00259032
internal_count=3910 3318 3199 3037 2805 2507 2426 2370 2308 2037 1826 1713 226 1487 1432 1370 1235 1109 907 654 471 79 183 253 60 169
is_linear=0
shrinkage=0.00160853


Tree=1910
num_leaves=17
num_cat=0
split_feature=3 484 48 0 4 49 42 43 2 160 133 0 0 16 15 43
split_gain=8.08092e-05 0.000108406 0.00012369 0.000152709 0.000233834 0.000129699 0.000138844 0.000176422 0.000190898 0.000167626 0.000263451 0.000123376 0.000185808 0.000136584 6.93964e-05 3.96456e-05
threshold=0.24227500000000002 -0.0043499999999999988 0.12649500000000002 -0.17106499999999999 0.015635000000000003 -0.15884999999999996 0.10269500000000001 0.12512500000000001 0.10393500000000001 -0.082234999999999989 -0.0056849999999999991 -0.10575999999999998 -0.077944999999999987 0.3935300000000001 -0.09547499999999999 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 9 -7 -11 -12 14 15 -13 -14
right_child=-2 2 -4 5 -6 6 -8 -9 -10 10 11 12 13 -15 -16 -17
leaf_value=-0.0018009179739662806 0.0016834011286122697 -6.0859539130418268e-05 -0.0021266406124433824 0.0020659864739161183 0.0033118302110011592 -0.0023202822754906254 -0.0022815883303859436 0.0020404361515813634 -0.002203134862059686 -0.0022418122948337001 0.0026623793553725962 0.00011439583575736948 0.0014053285925669525 -0.00049188395268599057 -0.0020341892580164073 0.0030612626382062759
leaf_weight=0.0014180492244141507 0.0010885075184649531 0.0019852671251214772 0.0010296675474728003 0.0010192910270951901 0.0014435516343381874 0.0011053981436186635 0.0012920842782321766 0.0014087884745429555 0.001889030622707487 0.0013683110562745966 0.0012165062191502049 0.0012826097566125292 0.0011515896767353428 0.001076087721138097 0.0011675925088026461 0.0012008094111332825
leaf_count=605 179 64 98 51 104 436 356 198 395 509 97 94 74 73 391 186
internal_value=0 -9.83072e-05 2.46462e-05 0.000143694 0.00135906 -0.000130865 -0.000289016 -8.89202e-05 -0.000350731 1.49583e-05 0.000319958 0.000813997 0.000431502 0.00138984 -0.000909467 0.00225062
internal_weight=0 0.0210546 0.0196366 0.0186069 0.00342882 0.0151781 0.0141588 0.0128667 0.0114579 0.0095689 0.00846351 0.0070952 0.00587869 0.00342849 0.0024502 0.0023524
internal_count=3910 3731 3126 3028 168 2860 2809 2453 2255 1860 1424 915 818 333 485 260
is_linear=0
shrinkage=0.00637641


Tree=1911
num_leaves=17
num_cat=0
split_feature=11 3 160 1 13 50 2 47 52 2 2 0 1 15 4 4
split_gain=7.8172e-05 0.00010454 0.000100286 0.00011294 0.000244093 0.000227282 0.000201289 0.000174587 0.000163855 0.000155975 0.000162306 0.000152414 0.000135732 0.000118912 0.000106694 6.37159e-05
threshold=0.08184000000000001 -0.14218999999999996 -0.217635 0.088010000000000019 -0.0024749999999999993 0.041865000000000006 0.10393500000000001 0.081905000000000019 -0.074484999999999982 0.092175000000000021 0.087005000000000013 -0.11287999999999999 0.092550000000000007 -0.092059999999999989 -0.0031049999999999997 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 7 9 -5 15 10 11 -4 -10 -14 -11 -6
right_child=-2 2 3 4 8 -7 -8 -9 12 14 -12 -13 13 -15 -16 -17
leaf_value=0.0016975450107627199 -0.0014612036657906107 -0.0018983275215364731 0.0021661504506380754 0.0027754236057521472 -0.0028170019613602305 0.0042102463337014015 -0.0028797924510099897 -0.0006975173684272898 0.002494860894540311 4.1371257692359138e-05 -0.0021591400466254096 -0.0010408981020710174 -0.00119239086094412 0.0012506302395456298 0.0028002752897417467 -0.00058011666826161021
leaf_weight=0.0015233373781295611 0.0014110776144939099 0.0011099891207933315 0.0010440792616641633 0.0010137039697765901 0.0010284797600588202 0.001142735624326513 0.0012153353674392436 0.0014031777658970838 0.0010421088163103942 0.0012641523052490319 0.0019125362986244301 0.0014246327048843049 0.001887991762946007 0.0014188495793038269 0.0010378165184302679 0.0010425817574599705
leaf_count=165 224 389 49 392 108 241 301 152 69 225 571 641 100 112 134 37
internal_value=0 9.0373e-05 -3.85634e-05 7.69024e-05 0.000527777 0.00186703 -0.000492766 0.000759126 -0.000214782 -5.86883e-05 -0.000764782 0.000315442 0.000488198 -0.000144176 0.00128519 -0.00169094
internal_weight=0 0.0205115 0.0189882 0.0178782 0.00997963 0.00355962 0.00789855 0.00241688 0.00642001 0.00668322 0.00438125 0.00246871 0.00434895 0.00330684 0.00230197 0.00207106
internal_count=3910 3686 3521 3132 1211 785 1921 544 426 1620 1261 690 281 212 359 145
is_linear=0
shrinkage=0.00637641


Tree=1912
num_leaves=18
num_cat=0
split_feature=1 0 160 1 0 0 0 12 52 12 52 48 0 2 43 12 49
split_gain=7.08743e-05 0.00012378 0.000125147 9.57454e-05 0.000262138 0.000235615 9.3926e-05 0.000186692 0.000145728 0.000113374 0.000151094 0.000165886 0.000137931 0.000150938 0.000117879 0.000101672 5.5861e-05
threshold=0.10420500000000001 -0.035699999999999989 -0.079684999999999992 0.11052000000000002 -0.17106499999999999 -0.10303999999999998 0.18055000000000002 0.10129000000000001 -0.11271999999999999 0.088285000000000016 0.086950000000000013 0.087945000000000009 -0.11524 0.08400500000000001 -0.078844999999999985 0.090965000000000018 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 7 8 -1 10 11 12 16 -14 -11 -16 -10
right_child=1 -3 3 4 5 -7 -8 -9 9 14 -12 -13 13 -15 15 -17 -18
leaf_value=-0.0021829918236030846 -0.0017818221219642501 0.0020511037594023126 0.0018886267132249405 -0.0026621713820569369 0.0029122257813904554 -0.0008421267429303596 0.0015249476052501478 -0.0029283881377516279 0.00059407583942196391 0.0023156971868202921 -0.0025450903789871293 -0.0021409727238262256 -0.0018713080563637083 0.0008816278996539213 0.0013442609802705283 -0.0013840114110925444 0.0025123105207057999
leaf_weight=0.0012386188524795847 0.0011048534501227891 0.0014972265616115194 0.0013527891959959071 0.001012466026480606 0.0012536402978950978 0.0012579359089485587 0.0010254178928523769 0.0010132648519780791 0.0011341420250037815 0.0014106721271530953 0.00104994453638977 0.0011554273545726079 0.0014403616429607413 0.0015565358441571395 0.0010527755146702983 0.0010008225809203242 0.0011468851846328527
leaf_count=422 120 221 120 68 110 241 36 350 62 255 331 129 240 430 249 443 83
internal_value=0 0.000475124 8.06538e-05 0.0005026 -2.94593e-05 0.00103184 -0.000261837 -0.000400646 -0.000190467 3.4969e-05 -0.00038939 -3.75722e-05 0.000422898 -0.000441482 0.000951642 1.46354e-05 0.00155855
internal_weight=0 0.00747891 0.00598168 0.00487683 0.00352404 0.00251158 0.0142249 0.0131995 0.0121862 0.0109476 0.0074833 0.00643335 0.00527792 0.0029969 0.00346427 0.0020536 0.00228103
internal_count=3910 880 659 539 419 351 3030 2994 2644 2222 1275 944 815 670 947 692 145
is_linear=0
shrinkage=0.0061288


Tree=1913
num_leaves=17
num_cat=0
split_feature=453 4 14 151 160 403 42 43 3 52 52 4 13 4 1 3
split_gain=7.10272e-05 0.000153032 0.000168524 0.000130759 0.000168692 0.000114929 0.000109673 0.000173517 0.000169829 0.000138562 0.000131417 0.000111807 0.000102701 0.000140507 0.000194502 8.29013e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.45687499999999998 -0.088294999999999985 -0.092169999999999988 0.09389500000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.076234999999999983 0.048490000000000012 -0.094124999999999986 -0.082054999999999975 -0.014114999999999997 -0.0025899999999999994 0.094695000000000015 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 11 8 9 -8 -9 -6 15 -14 -15 -12
right_child=-2 2 -4 4 5 -7 7 10 -10 -11 12 -13 13 14 -16 -17
leaf_value=0.0021544564480964383 -0.0017855462644784713 -0.00032231358506589061 0.0035534719820035495 -0.0028513788397177618 0.00034561577543509858 -0.0023874637398884849 -0.00062965186359326434 -0.00226451365126036 0.0040686972971111825 0.0025166567625813084 -0.0022955573715564793 -0.0025920057894314682 0.0024998886118776827 -0.0015853469329909283 0.0022149549935939041 0.00019915288314837054
leaf_weight=0.0011619783498638811 0.0010595390543700614 0.0010075580659044958 0.0012407401984313371 0.0011825660586287636 0.001179139017028083 0.0010143240272151291 0.0016417077829148988 0.0013219692788381645 0.0010034335935507161 0.0012014205762607144 0.0012124831734658106 0.001410024443115083 0.0015744545845479685 0.0017373249365917488 0.0010839370891790878 0.0014494018995069302
leaf_count=232 99 80 324 467 365 263 396 247 142 68 557 415 76 63 35 81
internal_value=0 8.39055e-05 0.00181657 -0.00013044 -0.000286504 -9.48928e-05 6.20672e-05 0.000340812 0.00157869 0.000699884 -0.000227424 -0.00125417 0.000154146 0.000815014 -0.00012526 -0.000937183
internal_weight=0 0.0204225 0.0022483 0.0181742 0.0170122 0.0158296 0.0148153 0.0122261 0.00384656 0.00284313 0.00837957 0.00258916 0.0070576 0.00439572 0.00282126 0.00266189
internal_count=3910 3811 404 3407 3175 2708 2445 1665 606 464 1059 780 812 174 98 638
is_linear=0
shrinkage=0.00704007


Tree=1914
num_leaves=29
num_cat=0
split_feature=14 1213 9 51 124 480 1 47 48 128 4 3 4 1429 15 1 457 14 2 4 48 43 3 43 42 12 42 13
split_gain=0.00071094 0.000523439 0.000370267 0.00033968 0.000355884 0.000331651 0.000257582 0.000513053 0.00038314 0.000280846 0.000276994 0.000361122 0.000289787 0.000336961 0.000410384 0.000387552 0.000363263 0.000387306 0.00068001 0.000454579 0.000468504 0.000240062 0.000435148 0.000256432 0.000222984 0.000200889 0.000109202 0.000105727
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.11158000000000001 0.08456000000000001 0.13429500000000003 0.11939500000000002 0.12675000000000003 0.086435000000000012 -0.49837999999999999 -0.15121499999999996 -0.41745999999999994 0.079110000000000014 0.088190000000000004 0.085990000000000011 -0.0034949999999999994 -0.23083499999999998 0.082715000000000025 0.015635000000000003 0.088120000000000018 -0.089949999999999988 -0.076539999999999983 -0.082484999999999989 0.08622500000000001 0.090385000000000007 0.096285000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 10 -5 -12 -13 14 15 21 -17 -18 25 20 -20 -14 23 -23 -16 -19 -26 -24
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 11 12 13 -15 24 16 17 18 19 -21 -22 22 27 -25 26 -27 -28 -29
leaf_value=-0.00099864015723838103 -0.0012964641394974893 0.0010244956739842331 -0.00090670867212503639 -0.0004738086277863588 0.00099039672113474561 -0.00088342178600065455 0.00080709310876779549 -0.0010866127426041232 -0.00090969873150799384 -0.00072817669639626051 0.00097704078058641949 0.0009727380038144621 -0.0011341216932938534 0.0010272402045541755 8.7145326661964995e-05 -0.00063374976622807531 -0.00052434276801350827 -0.00065620825514674187 0.0011182604054461422 0.001673664234461335 -0.00022469105113469525 0.00077790430561287035 -0.0011003216653006473 -0.00022500273557992287 0.0013101213097224727 0.00028696891360172955 0.00054819312865824951 -0.00038810129046624791
leaf_weight=0.0013334665881695176 0.0011691866092916605 0.0011018438757989446 0.0010319243371773581 0.0018207191931959221 0.0011319781523228536 0.0010632463568424335 0.0012637890844058577 0.0010981443152209272 0.0010532696354754725 0.0010504847877211001 0.0015777162523117226 0.0011313118733937587 0.0010079082595791369 0.0010486440574146152 0.001628724179443263 0.0014176897606184022 0.0013804591290971233 0.00141189550114204 0.0015565197121865104 0.0013204828262581014 0.001366008149277953 0.0012067304436328688 0.0012956790024495207 0.001748734713620013 0.0010062970253332804 0.001145632724387724 0.0011056504725412974 0.001062334956221031
leaf_count=578 126 126 126 138 32 242 175 77 33 155 124 28 162 221 162 75 54 124 54 81 47 93 112 331 101 85 191 57
internal_value=0 2.99084e-05 7.02076e-05 3.82788e-05 6.88479e-05 3.49435e-05 6.78152e-05 3.49651e-05 8.00099e-05 0.000119662 0.00015495 0.000203834 0.00014798 0.000102925 5.36245e-05 -6.3575e-05 0.00014832 0.000283845 0.000447902 0.000858756 0.000490556 -0.000385326 -0.000243288 0.000184489 0.000552419 -0.000233716 0.000911235 -0.000779451
internal_weight=0 0.0353673 0.0340338 0.032932 0.0319001 0.0307681 0.0297048 0.028441 0.0273429 0.0262896 0.0252391 0.0234184 0.0218407 0.0207094 0.0196607 0.0159201 0.00959869 0.008181 0.00680054 0.00424301 0.00292253 0.00632139 0.00531348 0.00295547 0.00374067 0.00255753 0.00211195 0.00235801
internal_count=3910 3784 3206 3080 2954 2922 2680 2505 2428 2395 2240 2102 1978 1950 1729 1275 520 445 391 182 101 755 593 424 454 209 292 169
is_linear=0
shrinkage=0.00167351


Tree=1915
num_leaves=30
num_cat=0
split_feature=1213 1456 480 50 128 9 47 40 12 48 40 13 2 13 4 3 13 457 48 474 2 4 1 15 1374 403 52 2 151
split_gain=0.000387845 0.000389676 0.000352514 0.00033189 0.000332749 0.000251951 0.00022198 0.000198742 0.000317145 0.000210361 0.000341351 0.000301093 0.000379462 0.000345002 0.000296032 0.000541801 0.00036638 0.000244832 0.000320644 0.000287835 0.000292278 0.000379119 0.000741266 0.000323843 0.000404211 0.000297023 0.000288448 0.00011041 8.04796e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 0.10030500000000002 0.086435000000000012 -1.0000000180025095e-35 0.13206500000000002 0.08894500000000001 -0.081314999999999985 0.12675000000000003 -0.064864999999999992 -0.098524999999999988 0.097940000000000013 -0.15921999999999997 -0.23071499999999998 -0.10140999999999999 -0.084084999999999979 -0.068769999999999984 0.095825000000000007 0.084795000000000023 0.097775000000000015 0.074650000000000008 0.092550000000000007 -0.088379999999999986 -0.049459999999999997 0.03138500000000001 0.071660000000000015 0.10796500000000002 -0.03268999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 10 -10 12 13 -12 15 -13 -16 -18 19 20 21 22 23 24 -19 26 -25 -14 -26
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 14 27 -15 16 -17 17 18 -20 -21 -22 -23 -24 25 28 -27 -28 -29 -30
leaf_value=-0.00076565459301766313 -0.00072168449723446508 0.00075508353897684474 -0.00074692542079183373 0.00064022908426118047 -0.00072207682583237925 0.0007491486267230729 -0.00048659769491483245 -0.00055434159777165463 -0.00068190694766142039 -0.00052084077844587022 -0.0005551236438507669 0.00012197763511923673 0.0012054718823291499 0.00060975699255709178 -0.0006791507353606979 -0.001178204352904679 -0.00043199459491483159 -0.00012972698296554328 0.00093972080674966719 0.00087566186666562524 -0.00041414279320168906 0.00099301831808483389 -0.00090429357664959583 -0.00079846555420453095 0.0012030772650639177 0.00046251881607867299 0.00021153347744064049 0.00055728700141684012 0.00066232704333080107
leaf_weight=0.0013405568368710088 0.0014012111875989349 0.0010439243195957812 0.0011056238378538133 0.0019786952447712882 0.0011351703706133356 0.0014253865687538564 0.0015413977256821801 0.0010019937718743757 0.0011260054804010161 0.0012243109538516697 0.001027717718518284 0.0016690604847680035 0.0010996377168339677 0.0010472487132119337 0.001090752786695179 0.0010749942600798311 0.0012315394623456646 0.0010395319595772889 0.0011951470605340306 0.0010660522378426332 0.0018870296831548514 0.001092061133593448 0.0012771258747434899 0.0012405543380742063 0.001185829292953855 0.0016607515708066956 0.0010782927257224628 0.0010461832242828484 0.0010664785310012725
leaf_count=592 332 117 228 272 151 186 37 55 79 55 31 95 18 62 267 75 71 14 53 101 248 45 88 187 22 68 216 100 45
internal_value=0 1.67648e-05 4.66197e-05 7.27683e-05 3.72066e-05 6.55228e-05 4.1034e-05 7.02327e-05 9.35392e-05 5.6786e-05 8.60066e-05 0.000123477 0.000468316 3.2799e-05 4.62842e-05 -0.000387374 0.000120145 0.000178188 0.000232686 0.000165588 9.99224e-05 0.000200544 9.93072e-05 0.000275576 0.000607 1.42827e-06 -0.000328803 0.000889453 0.000947029
internal_weight=0 0.0360597 0.0346585 0.0335529 0.0315742 0.030439 0.0293951 0.0278537 0.0268517 0.0254263 0.024202 0.023076 0.00422079 0.00207497 0.0188552 0.00274405 0.0161111 0.0150204 0.0137889 0.0125937 0.0115277 0.00964063 0.00854856 0.00727144 0.00329184 0.0039796 0.00231885 0.00214582 0.00225231
internal_count=3910 3318 2986 2758 2486 2335 2218 2181 2126 1940 1885 1806 211 93 1595 170 1425 1158 1087 1034 933 685 640 552 81 471 403 118 67
is_linear=0
shrinkage=0.00142833


Tree=1916
num_leaves=30
num_cat=0
split_feature=1213 14 13 52 132 52 39 457 457 16 0 1186 4 130 49 50 52 48 16 0 16 1 0 151 2 40 2 16 1
split_gain=0.000613479 0.000586211 0.000415268 0.000654907 0.00034603 0.00029677 0.000457786 0.000374731 0.000457559 0.000377633 0.000558493 0.000536295 0.000361908 0.000360496 0.000479495 0.000362563 0.0004279 0.000285341 0.000260228 0.000440247 0.000230533 0.00022704 0.000288029 0.000210307 0.000182029 0.000145253 0.00028835 0.000152764 8.03765e-05
threshold=-1.0000000180025095e-35 0.077685000000000018 -0.091229999999999992 0.11588000000000002 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.082870000000000013 0.41137000000000007 0.31524000000000002 0.11015500000000002 0.085080000000000003 0.08734500000000002 -1.0000000180025095e-35 -0.014479999999999998 0.11413000000000002 -0.070004999999999998 0.092065000000000022 -0.41862999999999995 -0.10575999999999998 -0.094359999999999986 0.078675000000000009 -0.087749999999999981 -0.084019999999999984 0.096325000000000008 -0.050089999999999989 0.099990000000000009 -0.15168999999999996 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 5 12 7 9 23 10 11 13 -4 -7 20 16 -16 25 -18 28 -15 -21 -23 -9 -6 -2 27 -27 -20
right_child=1 -3 4 -5 24 6 -8 8 -10 -11 -12 -13 -14 14 15 -17 18 -19 19 21 -22 22 -24 -25 -26 26 -28 -29 -30
leaf_value=-0.0009328880858824485 0.00022962844551104879 -0.0010406131372003066 -0.0012200549538954168 -0.00072238988239071164 0.00012691874599923296 -0.0010749806157778815 0.00070500668653698448 0.00019025492196346979 -0.00029642393343240757 0.0006568562964172082 -0.0012346774189127858 0.00084951110741015808 -2.7943181492064131e-05 -0.00032059075740359215 -0.00072085443550372341 -0.00083422688286562206 -0.00046497249930731882 2.0263736684121893e-05 0.00059725117077768087 0.00054024035534527739 -0.0011961102034495853 0.00021587576721806426 -0.00071486099377241234 0.001018166018684336 0.0010174853046256544 0.00094368583750247534 0.0013809796806365604 0.0001815350582461837 0.0011890508215173842
leaf_weight=0.0015318730261804905 0.0010111177980416386 0.0011009106408138005 0.0010553944368416881 0.0010445836343100368 0.0010252254469859659 0.0010571889512447372 0.0017732791327857321 0.0011620455746732539 0.0017505074721260172 0.0011090291313935454 0.0011559883075862023 0.001073145178480007 0.0012038205113444889 0.0014156357993668212 0.0012719390833455082 0.0010816390353519259 0.0010813161570233298 0.0016905637037679666 0.0010002846626804241 0.001479713097460836 0.001251057865488959 0.0017705802331136056 0.0012544408361496728 0.0016250758950278046 0.0010023582781912288 0.0010941025824867112 0.0014616542451836301 0.0012377792444570037 0.0010272655422660648
leaf_count=592 35 112 328 99 122 153 291 95 25 75 39 52 25 40 164 167 61 92 36 497 119 42 240 49 123 42 101 82 12
internal_value=0 2.71739e-05 6.06015e-05 0.000369711 -2.37591e-05 -7.05642e-05 -2.07847e-05 -8.04611e-05 0.000299009 -0.000181575 -0.000239982 -0.0001621 -0.000584839 -0.000241393 -0.00017164 -2.18949e-05 7.69905e-05 0.000545346 0.00021028 0.000322057 -0.000731334 6.32391e-05 -0.00017009 0.000672982 0.00056718 0.000730102 0.000863496 0.000539131 0.000897089
internal_weight=0 0.0362676 0.0351667 0.0075398 0.0276269 0.0255993 0.0233401 0.0215669 0.00453763 0.0170292 0.0159202 0.0147642 0.00225921 0.0136911 0.0126339 0.00996718 0.00888554 0.00649522 0.0076136 0.00653228 0.00266669 0.00450473 0.00302502 0.00278712 0.00202758 0.00480465 0.00379354 0.00233188 0.00202755
internal_count=3910 3318 3206 451 2755 2510 2157 1866 169 1697 1622 1583 353 1531 1378 1219 1052 352 888 827 159 779 282 144 245 260 225 124 48
is_linear=0
shrinkage=0.00148603


Tree=1917
num_leaves=16
num_cat=0
split_feature=11 13 39 1186 43 4 1 43 457 0 160 52 49 4 4
split_gain=8.42214e-05 8.08136e-05 0.000202745 0.000157094 0.000242275 0.000141552 0.000135224 0.000151628 0.000128137 0.000160257 0.000141684 0.000158824 0.000127062 0.000201135 6.26556e-05
threshold=0.088315000000000018 -0.094679999999999986 0.005105000000000001 0.081240000000000021 1.0000000180025095e-35 0.074650000000000008 0.08844500000000001 0.052855000000000006 -0.0015249999999999997 -0.053834999999999994 -1.0000000180025095e-35 0.089785000000000018 -0.047309999999999998 0.05309500000000001 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 8 -4 7 -1 -3 10 -10 12 -12 14 -14
right_child=-2 2 5 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.0017877466807282741 -0.0017544840721652171 -0.0022846882882704461 0.0030873268134975675 0.001978835553603809 -0.0034960986136550868 -9.0131186558334192e-05 0.0020900638101635691 0.0012752643421566092 -0.0012460340138089148 -0.0017387819765020797 0.0015855577677524834 0.0026565763214261716 -0.00062504310269973981 0.0010776606355442852 -0.0027720131176172448
leaf_weight=0.0011564623859230362 0.0010288886591116866 0.0011877020240082673 0.0012011586659739651 0.0010099774127180225 0.0010263554748545798 0.0010074621704806528 0.0018954459852311492 0.0013915886247221065 0.0019880929830023144 0.0019712304905060438 0.0018013474631075619 0.001258305106733873 0.0010320984817740611 0.0018772603141672395 0.0010945425113098829
leaf_count=143 145 247 196 104 483 191 239 89 652 287 79 176 539 153 187
internal_value=0 7.75716e-05 -0.000124433 -0.000397643 -0.000578968 0.00163793 0.000825653 -0.000114919 -0.00033377 -0.00012356 0.000228196 0.00064313 0.000206709 -0.000413632 -0.00173005
internal_weight=0 0.020899 0.0164555 0.0142469 0.0132369 0.00220862 0.0044435 0.00254805 0.0122106 0.0110229 0.00905165 0.00706355 0.00580525 0.0040039 0.00212664
internal_count=3910 3765 3294 2907 2803 387 471 232 2320 2073 1786 1134 958 879 726
is_linear=0
shrinkage=0.00625138


Tree=1918
num_leaves=16
num_cat=0
split_feature=11 0 4 12 43 42 133 39 13 15 43 2 3 150 4
split_gain=7.23671e-05 0.000105502 0.000185449 0.000182529 0.000162661 0.000113883 0.000139728 0.000117066 0.00020782 0.000144181 0.000174044 0.000149392 0.000166358 0.000182832 0.000180333
threshold=0.081005000000000008 -0.017269999999999997 -0.49837999999999999 0.086305000000000007 -0.24333999999999997 -0.088669999999999985 -0.0056849999999999991 0.005105000000000001 -0.098524999999999988 0.085120000000000015 -0.079109999999999986 0.11230000000000001 0.097615000000000021 0.087235000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -7 8 -8 10 -10 12 13 14 -12
right_child=-2 2 3 -5 5 6 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0019892849336483462 -0.0012345805524147328 -0.00068260409887987311 0.0038203132859128963 0.00048805435907912508 0.001726833761849672 -0.0016392669994113509 0.0017913091659314897 0.0017766183987714809 -0.002165537184446746 -0.0024125344690516795 0.0022213551673166631 -0.0012653945250218877 0.0027804071387505869 -0.0019567606564790899 -0.00049951103611735293
leaf_weight=0.0014064860806734377 0.0014919727891076753 0.0013747855385417562 0.0010145375575775105 0.0011930260221968414 0.0012593067486691778 0.0016980850712624189 0.0017010824860371346 0.0012864866613314175 0.001214328043740766 0.0010568202434400606 0.0016147718606244355 0.0017400324543279805 0.0010203618210883336 0.0010138844595530827 0.0016352724595072735
leaf_count=168 233 110 166 62 333 789 171 256 550 497 147 125 58 58 187
internal_value=0 8.34266e-05 0.000982506 0.00201947 -0.000110052 6.33762e-05 -8.64546e-05 0.000128216 -6.46306e-05 -0.00040427 -0.000146658 0.000202355 0.000685662 0.000184388 0.000852341
internal_weight=0 0.0202293 0.00358235 0.00220756 0.0166469 0.0152404 0.0139811 0.012283 0.0109966 0.00929547 0.00823865 0.00702432 0.00528429 0.00426393 0.00325004
internal_count=3910 3677 338 228 3339 3171 2838 2049 1793 1622 1125 575 450 392 334
is_linear=0
shrinkage=0.00577531


Tree=1919
num_leaves=18
num_cat=0
split_feature=4 11 52 52 48 51 0 2 133 4 43 2 4 52 4 2 2
split_gain=6.91846e-05 0.000127712 0.000142013 0.000152389 9.90556e-05 0.000109003 0.000142286 0.00012065 0.000189278 0.000128439 0.000124047 0.00018739 0.00010493 0.000204658 0.000227914 7.69336e-05 7.07957e-05
threshold=0.50541500000000006 0.08184000000000001 0.18936500000000003 0.13266500000000003 0.097140000000000018 0.08955500000000001 -0.23029999999999998 0.106285 0.099765000000000006 0.15927500000000003 -0.08799499999999999 0.086875000000000022 -1.0000000180025095e-35 -0.0025949999999999997 -0.079459999999999989 -1.0000000180025095e-35 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 11 -8 13 -12 -15 -14 -6
right_child=-2 -3 -4 -5 16 -7 7 -9 -10 -11 12 -13 15 14 -16 -17 -18
leaf_value=0.0022729074255190833 0.0016662594273198178 -0.0022077893125176736 -0.0020095601222513389 0.0027096829267820558 0.0026579060627259705 -0.0022167096387388395 -0.0010289061876638437 0.0014494734830352296 -0.002916019221432779 0.0017227581788521818 -0.0020929268580384616 0.0029068435503668355 -0.0007973137092276148 -0.00077638581818159039 0.0033326943460816488 -0.0033319454610566167 0.00018751850712076952
leaf_weight=0.0011277114350018965 0.0010352158374130676 0.0011825629805922435 0.0013835723417598761 0.0010023310357250561 0.0010166382861922221 0.0010357209405377115 0.0010665459078385451 0.0017167292251525088 0.0012106234759353693 0.0014025631376234056 0.0016712340382937022 0.0010630905862780288 0.0010091656343220734 0.001441037527148914 0.001010742648509845 0.0011031562810547057 0.0010255591736665591
leaf_count=65 228 204 427 66 159 206 135 318 394 84 462 162 48 423 191 221 117
internal_value=0 -9.15802e-05 3.8177e-05 0.000196431 4.73754e-05 -0.000140916 1.46226e-05 -0.000185985 -0.000441733 -0.000135061 -0.000446563 0.000935776 -0.000918692 -0.000302709 0.000917576 -0.00212102 0.00141732
internal_weight=0 0.020469 0.0192864 0.0179028 0.0169005 0.0148583 0.0138226 0.0126949 0.0109782 0.00976754 0.00836497 0.00212964 0.00623534 0.00412301 0.00245178 0.00211232 0.0020422
internal_count=3910 3682 3478 3051 2985 2709 2503 2438 2120 1726 1642 297 1345 1076 614 269 276
is_linear=0
shrinkage=0.00663402


Tree=1920
num_leaves=26
num_cat=0
split_feature=14 1213 1456 480 1374 453 38 124 40 3 4 52 0 3 1 1 3 0 12 4 403 52 12 4 3
split_gain=0.000632111 0.000497232 0.000363333 0.00026229 0.000283997 0.00028557 0.000391078 0.000514811 0.000315117 0.000336977 0.000351058 0.000342751 0.000314049 0.000301811 0.000276399 0.000424676 0.000196464 0.000360112 0.000170115 0.000227669 0.000164768 0.000285263 0.000290991 0.000372066 6.6996e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086640000000000009 -0.094679999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 -0.23071499999999998 0.09716000000000001 -0.035699999999999989 -0.080884999999999985 0.092550000000000007 0.10113500000000002 -0.073984999999999981 -0.17106499999999999 0.088375000000000023 0.0057500000000000008 0.03138500000000001 0.084890000000000007 0.085325000000000012 0.22584000000000001 -0.10140999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -9 10 11 24 13 20 18 -16 -17 -18 19 -15 21 22 -12 -24 -10
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 12 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.0008892474219708617 -0.0011365395056238952 -0.00075766176965276163 -0.00050273137514390603 -0.00067449726035782095 0.0010568793834022259 -0.00052517251176573316 -0.00067215473212314293 -0.00049797857342594111 -0.00038132872764681808 0.0010023454996223172 0.00063807793320963947 0.00028828653438266058 0.00088125112637081951 0.00046428470566676529 -0.00067546712951625288 0.00091529460971454782 0.0007621739003352238 -0.0004367213441272466 0.00018601141249030535 0.0012945493671672689 0.0003974172201951192 -0.00090309849210074835 -0.00087394277822978807 0.00021495323011333934 -0.00092408456576583938
leaf_weight=0.0013397468450591357 0.0011328139119018968 0.0012191127148654972 0.0016276644607042803 0.0010063672178807727 0.001596743704153857 0.0013725128906185704 0.0011708479583828054 0.0015286799017966831 0.0010226931341565937 0.0011781668006761994 0.0011591972384697629 0.001514184722672951 0.0016828093513307938 0.0016722851950462525 0.001169177148714784 0.0010863194507011453 0.0010978369608150018 0.0012100745859177364 0.0012969006710142339 0.0013890979754096477 0.0014398028285986797 0.0010134640364586889 0.0012765148877643129 0.0016564961781313503 0.0010683469699501657
leaf_count=578 126 312 66 224 240 89 84 125 97 119 165 35 98 79 95 36 55 76 341 30 105 253 350 58 74
internal_value=0 1.51068e-05 5.36252e-05 8.6336e-05 0.000112531 0.000148812 0.00018408 0.000224087 0.00016741 0.000213785 0.000169022 -0.000260929 0.000259405 0.000191749 0.000373107 0.000112381 0.000383763 0.000133574 0.000646105 0.000841016 -5.54473e-05 -0.000183155 -4.85645e-06 -0.00025896 -0.000658632
internal_weight=0 0.032795 0.0314553 0.0302362 0.0292298 0.0276022 0.0262296 0.0250588 0.023462 0.0219334 0.0207552 0.00360522 0.01715 0.0154672 0.00892169 0.00456341 0.00339423 0.00230791 0.00435828 0.00306138 0.00654548 0.00510567 0.00409221 0.00293301 0.00209104
internal_count=3910 3784 3206 2894 2670 2604 2515 2431 2191 2066 1947 206 1741 1643 712 262 167 131 450 109 931 826 573 408 171
is_linear=0
shrinkage=0.00151575


Tree=1921
num_leaves=27
num_cat=0
split_feature=14 1456 1213 38 124 453 40 3 4 0 457 48 3 13 48 16 1374 1 403 474 0 15 16 2 13 2
split_gain=0.000462993 0.000335249 0.000362679 0.000325293 0.000397424 0.000282905 0.000260907 0.000327808 0.000289056 0.000389779 0.000341236 0.0003304 0.000342867 0.000263092 0.000213477 0.000257864 0.000384928 0.000491686 0.000306772 0.000304661 0.000390637 0.000357989 0.000571072 0.000574055 0.000175271 0.000173174
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087760000000000019 -0.048219999999999992 1.0000000180025095e-35 -0.062739999999999976 0.15165000000000003 -0.23071499999999998 -0.017269999999999997 -0.0015249999999999997 0.091555000000000011 -0.10942499999999998 0.16421000000000002 0.11119000000000002 -0.083144999999999983 -0.094679999999999986 0.076710000000000014 0.086810000000000012 0.082665000000000002 -0.10209999999999998 -0.10071499999999999 -0.0049699999999999996 0.086875000000000022 -0.083924999999999986 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 11 10 -10 12 -8 14 15 16 -12 18 24 20 -17 -22 -23 -24 -18 -19
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 13 -13 -14 -15 -16 19 17 25 -20 -21 21 22 23 -25 -26 -27
leaf_value=-0.00072459821569742099 -0.00098717746113157986 -0.00069692949454801885 0.00077972880520105453 -0.0007251559348977045 -0.00046235659437345755 -0.00067707017656159433 -4.81414273064561e-05 0.00082757181426882927 -0.00065858763229237176 0.00091927834043652515 -0.00035507898416139137 0.00035961132581559046 -0.0011194631019801309 -0.00043958311073496754 -0.00034101271899887001 -0.0007042606299998914 0.0003153787677777929 0.00062580462924889332 0.00086083961356383859 0.00076149369275530844 0.00077012070270772318 -0.00088614974775005515 -0.00040450503181988938 0.0010349592569885335 -0.00053373658967242627 0.0013569219340420044
leaf_weight=0.0013008856971577143 0.0010481557727391446 0.0013956983528189268 0.0018151584367535742 0.0010782473366540693 0.001755410368228824 0.0010977054974061753 0.001331186087256242 0.0014054825618284575 0.0012130331197534585 0.0013895942553001943 0.0010766016019374547 0.0012067519086613743 0.0013077875304163744 0.0015043279488602948 0.0014229394619649218 0.0015389602238275908 0.0010552256822975448 0.0012387482569583552 0.0010585358824196645 0.0012167362976545359 0.0014671115817588218 0.0013126994058351195 0.0012011304379767936 0.001246909313873501 0.0010927205862468923 0.0016934697370092899
leaf_count=349 126 541 265 73 136 79 97 128 174 90 19 43 84 85 69 51 82 94 56 190 53 448 142 158 198 80
internal_value=0 1.53928e-05 4.44562e-05 7.70709e-05 0.000105294 6.2836e-05 9.21199e-05 0.000129585 8.96649e-05 0.000159084 0.000104461 -0.000284509 -0.000579053 0.000155526 0.000209385 0.000260914 0.000464519 0.000608259 0.000206083 7.69019e-05 -4.61942e-05 0.000147526 -9.53566e-05 0.000328686 -0.00011659 0.00104805
internal_weight=0 0.0344231 0.0331222 0.0317265 0.0306482 0.0288331 0.0277354 0.02598 0.0245745 0.0207287 0.0193391 0.00384573 0.00263897 0.0181261 0.0166218 0.0151988 0.0072153 0.0061387 0.00320648 0.00798355 0.00676681 0.00522785 0.00376074 0.00244804 0.00214795 0.00293222
internal_count=3910 3784 3435 2894 2821 2556 2477 2341 2213 1989 1899 224 181 1725 1640 1571 529 510 336 1042 852 801 748 300 280 174
is_linear=0
shrinkage=0.00148603


Tree=1922
num_leaves=26
num_cat=0
split_feature=14 1213 1456 2 11 13 13 2 132 124 2 2 151 457 16 4 52 3 16 15 13 0 15 16 16
split_gain=0.000644158 0.0004004 0.000293474 0.000237386 0.000283974 0.00032936 0.000468703 0.00041178 0.000259372 0.000328077 0.000273891 0.0006152 0.000309532 0.000489361 0.000301754 0.000408089 0.000260432 0.00027169 0.000474351 0.000408902 0.000252553 0.000229045 0.0002272 0.000153008 0.000105945
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.088315000000000018 -0.091229999999999992 -0.49820499999999995 0.097940000000000013 0.079995000000000011 -0.048219999999999992 0.096750000000000017 0.10362500000000001 0.056555000000000001 0.082870000000000013 0.064860000000000015 0.060350000000000008 0.10599500000000002 -0.075679999999999983 -0.083144999999999983 -0.017214999999999998 0.049070000000000009 -0.10209999999999998 -0.13823999999999997 -0.15168999999999996 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 23 9 -7 12 -12 13 16 15 -13 17 18 20 21 -11 -19 -17 -8 -9
right_child=-2 2 3 -5 -6 8 7 24 -10 10 11 14 -14 -15 -16 22 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00086997286890293853 -0.001208783629486982 -0.00071347497231653552 -0.00034103194752039016 0.00080446442261177572 -0.00064487509690619579 0.00074071250762535856 0.00065163287058868596 0.00084498016784669125 0.00065051879038366324 0.00043289527511188622 -0.0014133755089971289 0.00079705539116556214 -0.00082577417622696633 0.00094601831008530148 -0.00087558516942484136 8.9308950076739984e-05 0.00066060262477660755 -0.00081176029804849639 -0.0012330419063960208 0.00077057042870357594 -0.0006396052238842936 0.00011789238292244931 -0.00086221048919315915 -0.0002183335505504251 0.001579168982926653
leaf_weight=0.0013128000621430982 0.0011936797484762276 0.0012849435631753147 0.0015202046220414711 0.0011927495383918093 0.0014706609871493184 0.0013350795938744655 0.0010903845120416311 0.0010012144710422888 0.0015493473302763813 0.0014019746120978952 0.00123802490777175 0.0013989040457992319 0.0010170577965540337 0.0016484173501993141 0.0011502351700450608 0.0017108321975785601 0.0013139627529689399 0.0011316924319970667 0.0013490963207764342 0.0017386207727572208 0.0010218031327438593 0.0019301326493412763 0.0011162446864552977 0.001086461699979723 0.0011219746880650749
leaf_count=578 126 312 57 160 117 214 61 67 201 208 147 84 64 91 136 71 209 36 558 80 30 68 74 106 55
internal_value=0 1.79948e-05 5.46297e-05 8.69522e-05 5.77857e-05 9.4862e-05 0.000442022 0.000718858 3.2327e-06 -4.56829e-05 -0.000100459 -0.000370649 4.19079e-05 0.000118408 -0.000130532 7.22575e-05 -1.95719e-05 -0.000123817 -0.000453271 0.000135116 -1.92437e-05 -0.00022572 -0.00028639 0.000217434 0.00123295
internal_weight=0 0.0331328 0.03182 0.0305351 0.0293423 0.0278717 0.00582024 0.00430004 0.0220514 0.0205021 0.019167 0.00661424 0.0125528 0.0115357 0.00537622 0.00422598 0.00988728 0.00857332 0.00377287 0.00480045 0.00242378 0.00306183 0.00282708 0.00217685 0.00212319
internal_count=3910 3784 3206 2894 2734 2617 346 289 2271 2070 1856 512 1344 1280 365 229 1189 980 796 184 238 104 145 167 122
is_linear=0
shrinkage=0.0016407


Tree=1923
num_leaves=17
num_cat=0
split_feature=453 4 14 15 48 49 3 2 159 16 0 4 16 133 48 1
split_gain=7.32545e-05 0.000151964 0.000153588 0.000119585 0.000138488 0.000106507 0.000127015 0.000197265 0.000127303 0.000123464 0.000112441 0.000251955 0.000109185 8.98445e-05 7.08399e-05 5.39229e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.45687499999999998 -0.14097499999999996 0.092755000000000018 -0.085974999999999982 0.11476000000000001 0.097135000000000013 0.081975000000000006 -0.083144999999999983 -0.06402999999999999 0.00096500000000000015 0.0015250000000000001 -1.0000000180025095e-35 0.12649500000000002 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 8 9 13 11 -11 -9 -7 -6 -15
right_child=-2 2 -4 4 14 6 -8 12 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0022077365935018372 -0.0015878962965529897 -0.0001905572901147357 0.0030626391578756395 -0.001712109542534425 0.0024056715143335626 -0.00011898086087621095 0.0015795976431922558 -0.003424159013437116 -0.0019123623085816534 -0.0030505684399408503 0.00086009236743982175 0.00077882613260008308 -0.00068270602731493042 0.00089054657492758198 0.00022098477111880403 0.0027223306382937397
leaf_weight=0.0010087039068508328 0.0010917853864966789 0.0010347503719659312 0.0012549848540705779 0.0016502420885600869 0.0012860546328750241 0.0012913397482990988 0.0016782694705812515 0.0010221027940280911 0.0010508554346005125 0.0013323285910815663 0.001920968707373464 0.0013536475037519979 0.001277166002567158 0.0011330052502246946 0.0010565552322527871 0.0014090709478202512
leaf_count=209 99 80 324 160 170 370 77 241 282 1011 128 100 322 161 93 83
internal_value=0 7.34277e-05 0.00159249 -0.000114888 6.00909e-06 -0.000213134 -2.94744e-05 -0.000258511 0.000139476 0.000394937 -0.000294749 -0.00112067 -0.00190137 0.00122379 0.00142034 0.0019059
internal_weight=0 0.02076 0.00228974 0.0184703 0.0174616 0.015119 0.0134688 0.0117905 0.00949122 0.00844036 0.00460694 0.00268598 0.00229927 0.00383342 0.00234261 0.00254208
internal_count=3910 3811 404 3407 3198 2935 2775 2698 2135 1853 1239 1111 563 614 263 244
is_linear=0
shrinkage=0.00625138


Tree=1924
num_leaves=18
num_cat=0
split_feature=151 1 15 0 12 4 133 43 15 3 2 3 15 51 12 15 0
split_gain=6.69085e-05 0.000118401 0.000196498 0.000119833 0.00028627 0.000163509 0.000123652 0.000123422 0.000287525 0.000148566 0.000143525 0.00012708 0.000180585 9.54929e-05 9.35205e-05 8.56221e-05 7.76301e-05
threshold=0.087190000000000017 0.12730000000000002 0.091915000000000011 -0.077944999999999987 0.090965000000000018 -0.49837999999999999 0.065880000000000008 -0.0037249999999999996 -0.089594999999999994 -0.016619999999999996 0.113945 0.084925000000000014 -0.092459999999999987 -0.025709999999999997 0.08598500000000002 -0.106555 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 14 8 -1 -9 11 -11 15 -3 -7 -13 -16
right_child=-2 13 -4 5 -6 6 -8 9 -10 10 -12 12 -14 -15 16 -17 -18
leaf_value=0.00068158383737191739 0.0013224415495593468 -6.4625205463232445e-05 -0.0026108747896740952 -0.0011618289180426239 -0.0031818971769407883 0.0020001403659537019 0.0028273385722519004 0.0017552653379644305 -0.0036084427805504909 -0.0013357920340180704 -0.0021443609739556216 0.0010901257454523387 0.0028407410620019187 0.0023307402300082177 0.00095829100464118523 -0.0013253934296642055 -0.0013521012101766173
leaf_weight=0.0011943989153773609 0.0012829948494044721 0.0011753878706018128 0.0011978847392409555 0.0014243310261746744 0.001238618639886808 0.0010788118863360964 0.0011977472552305996 0.0018111051033658718 0.001068722759665487 0.0012962672083594064 0.0011237145735719656 0.00103938308446061 0.0011209594039192083 0.0012292901658748799 0.0010691922162063827 0.001080639325437005 0.0010317196156623964
leaf_count=313 136 88 574 155 393 141 268 314 751 71 76 39 66 239 195 26 65
internal_value=0 -9.22517e-05 -0.000259778 -9.18947e-05 -0.000461151 0.000606534 0.00118192 -0.000114987 -0.00134431 0.000257348 -0.000221879 0.000254251 0.000890206 0.0011599 0.000562119 -0.000141137 -0.000176301
internal_weight=0 0.0203782 0.0179735 0.0167756 0.0109738 0.0058018 0.00437747 0.00973519 0.00226312 0.00747207 0.00566096 0.00453725 0.00324098 0.00240468 0.00317972 0.00212002 0.00210091
internal_count=3910 3774 3447 2873 2049 824 669 1656 1064 592 278 202 131 327 401 65 260
is_linear=0
shrinkage=0.00600863


Tree=1925
num_leaves=17
num_cat=0
split_feature=484 52 52 0 13 1 150 160 50 2 42 47 4 13 2 16
split_gain=7.49841e-05 0.000103664 0.000165935 0.00022062 0.000147411 0.00020151 0.000132979 8.56389e-05 0.000106639 0.000154802 0.000133232 0.000169212 0.000242705 0.000115552 0.000112341 0.000102969
threshold=-0.0043499999999999988 -0.048794999999999991 -0.072349999999999984 -0.017269999999999997 -0.0010249999999999997 1.0000000180025095e-35 0.082965000000000025 -1.0000000180025095e-35 0.088160000000000002 0.12068000000000001 -1.0000000180025095e-35 0.09252500000000001 0.17888000000000001 -0.084084999999999979 0.089785000000000018 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 15 9 10 -9 12 13 -12 -15 -3
right_child=1 7 -4 -5 6 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0012113022905423123 -0.00098005753512747824 -0.00250412708106287 0.0025924473495894393 0.0025491256304908021 -0.0024648542983104174 0.0023029383124569935 0.00011382602048720888 -0.0013377240538572132 0.0015787999943859684 -0.0021157523851957401 -0.00098650078634272679 -0.001060575273908695 0.0031654183276866323 0.0020021036320799486 -0.00038985426696252194 -5.3967867135134307e-05
leaf_weight=0.0014836658746739109 0.001090803445312441 0.0010178348655500574 0.001114234782107368 0.0010573099120120277 0.0012536614545106406 0.0012209636627892179 0.0012119406867654448 0.0016976669610949974 0.001160514077703235 0.001148024059796999 0.0014437266310056715 0.0018051950544748507 0.0011463878704372141 0.0014286744451557929 0.0010494818467907674 0.0010994156447122197
leaf_count=612 243 428 114 190 173 222 51 563 278 149 220 79 161 109 121 197
internal_value=0 8.22127e-05 0.000629512 0.000254654 -0.000253149 0.000753862 -0.00119733 -0.000210405 -1.16273e-05 -0.000201532 5.48602e-05 0.000398812 0.000918611 0.000261857 0.000989126 -0.00123184
internal_weight=0 0.0199458 0.00694891 0.00583468 0.00477737 0.00231177 0.0024656 0.0129969 0.0108797 0.00971916 0.00857113 0.00687347 0.00506827 0.00392188 0.00247816 0.00211725
internal_count=3910 3298 993 879 689 465 224 2305 1680 1402 1253 690 611 450 230 625
is_linear=0
shrinkage=0.00555105


Tree=1926
num_leaves=15
num_cat=0
split_feature=0 16 15 0 4 3 4 4 42 3 0 16 150 15
split_gain=6.77162e-05 0.000101319 0.000163285 0.000111797 0.00018444 0.000120038 0.000183858 0.00014522 0.000128465 0.000199411 0.000149659 0.000178399 0.000113503 0.000270118
threshold=0.18055000000000002 0.26538000000000006 -1.0000000180025095e-35 -0.061994999999999995 -0.23071499999999998 -0.089974999999999986 0.22584000000000001 -0.082509999999999986 0.091330000000000008 -0.078884999999999997 -0.10209999999999998 -0.014754999999999999 0.10871000000000001 -0.11219499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -7 9 -9 11 12 13 -11
right_child=-2 2 -4 4 -6 7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0032612591613658147 0.0017740242032984023 1.4315038764790176e-05 -0.0036164731314683052 -0.00042415040508973458 0.0029867255036738764 0.0024472801661525401 0.00061326903611165658 -0.0029871697760506534 0.0018641454397544416 0.00010244203982088847 0.0017198159873047104 0.0017573028142024002 0.00094220076892022873 -0.0036003288700056841
leaf_weight=0.0013990716994814511 0.0010066842209112544 0.0015768770165598134 0.0010052657579242277 0.0015566621753841936 0.0015865725084633032 0.001199757740428505 0.0010722176344864498 0.0013016455533391052 0.0013892781677274013 0.0020011606294578176 0.0018840899699443699 0.0013166288948568416 0.0010109445879661755 0.0019069430420831646
leaf_count=485 44 304 159 131 295 275 61 850 494 184 341 92 55 140
internal_value=0 -9.68027e-05 -0.0013992 9.40053e-05 0.00129752 -0.000167214 -0.00158022 0.000123528 -0.00013436 -0.000429059 -1.89787e-05 -0.00054435 -0.00116041 -0.00170431
internal_weight=0 0.0202071 0.00258214 0.017625 0.00314323 0.0144817 0.00247129 0.0120104 0.0108107 0.00942141 0.00811977 0.00623568 0.00491905 0.0039081
internal_count=3910 3866 463 3403 426 2977 546 2431 2156 1662 812 471 379 324
is_linear=0
shrinkage=0.00704007


Tree=1927
num_leaves=17
num_cat=0
split_feature=41 2 484 457 42 43 52 15 3 13 4 48 4 4 3 43
split_gain=6.78029e-05 8.76561e-05 7.87117e-05 0.000128995 9.11946e-05 0.000117584 0.00013494 0.000148294 0.000120455 9.38573e-05 0.000193592 0.000200518 0.000172445 0.000155924 0.000115095 0.000114968
threshold=0.078535000000000008 -0.0098549999999999974 -0.0043499999999999988 -0.066264999999999991 -0.11403999999999999 -0.17307499999999998 0.090640000000000012 -0.068324999999999983 -0.028189999999999996 -0.011209999999999999 -0.083534999999999984 0.086215000000000014 -0.076329999999999995 -0.0025899999999999994 0.084925000000000014 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 9 -8 -9 12 -11 14 -7 -14 -12 -15
right_child=-2 2 3 4 5 6 7 8 -10 10 11 -13 13 15 -16 -17
leaf_value=0.0016417545270647003 -0.0014986229450975094 -0.0015309699638380693 -0.0020813357931100413 -0.0015943320022645201 0.0018779737700485898 0.0030614246075413372 0.00088049707868272933 -0.0035194807819112421 -0.00052630140207496226 -0.0024808526655314173 0.00044674210190622746 -0.0012389771463132821 -0.0016864055508431491 0.0027387172934563377 0.0030153554871928485 5.5671582052240914e-05
leaf_weight=0.0013079558635075211 0.0011270413847316299 0.0012759794572044921 0.0010176366046641397 0.0010226947253630979 0.0017113623200359892 0.0013066453096210713 0.0010981438157244838 0.0010039711271785309 0.0011023231597819807 0.0010544251073512645 0.0016429099040741139 0.0016391607266648539 0.0010002749114972316 0.0011084511071420174 0.0011652506629453718 0.0014284037062359603
leaf_count=220 195 586 167 165 151 330 203 404 40 318 259 104 354 111 69 234
internal_value=0 7.75396e-05 -3.25887e-05 7.79154e-05 0.000212853 0.000333957 0.000138947 -0.000981981 -0.00195301 0.000486145 -7.25504e-05 0.000498439 0.00112073 0.000403826 0.00151259 0.001228
internal_weight=0 0.0198856 0.0185776 0.0173017 0.016284 0.0152613 0.01355 0.00320444 0.00210629 0.0103455 0.00550175 0.00444732 0.00484378 0.00353713 0.00280816 0.00253685
internal_count=3910 3715 3495 2909 2742 2577 2426 647 444 1779 750 432 1029 699 328 345
is_linear=0
shrinkage=0.00625138


Tree=1928
num_leaves=26
num_cat=0
split_feature=14 1213 1456 1374 52 52 2 3 2 0 130 11 49 3 42 43 42 12 3 42 4 12 15 15 15
split_gain=0.000512622 0.000467113 0.000311837 0.000310102 0.000275439 0.000348029 0.000298053 0.000259076 0.000369207 0.000267726 0.000247933 0.000238067 0.00027586 0.000213475 0.000177432 0.000133113 0.00022339 0.000249121 0.000762705 0.000265154 0.00033189 0.000224989 0.000280226 0.000222653 0.000119707
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 -0.42985499999999993 -0.062489999999999997 0.11260500000000001 -0.015794999999999997 0.086245000000000002 -0.074249999999999997 -0.084569999999999992 0.087830000000000005 -0.014989999999999998 -0.15121499999999996 0.087765000000000024 -0.27619499999999997 -0.09547499999999999 0.090480000000000019 0.10666500000000002 0.08622500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10469999999999999 0.05377500000000001 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 9 -9 -6 -7 12 14 -14 24 -15 -17 19 -19 20 23 -22 -23 -18 -12
right_child=-2 2 3 4 5 10 -8 8 -10 -11 11 -13 13 15 -16 16 17 18 -20 -21 21 22 -24 -25 -26
leaf_value=-0.00078576720012821927 -0.00094942198027067463 -0.00063635783934297115 -0.0004978329813080509 -0.00056208148457067664 0.00016424052364369566 -0.00059916827429429287 0.0010023985359062903 0.00059381656789561199 -0.00039809767902862237 0.0010287932746973899 -0.0001645814732799034 -0.00050093302131642807 0.00075969035277993605 -0.00031190990476813473 0.00022823918150981825 0.00079194271787359121 0.00080004316137378669 -0.0010124016643250889 0.00061847328184876083 0.00080141184370217488 -0.00068314153348952953 -0.00032181586018089763 0.00042515186401360287 5.7501094501943221e-05 -0.00082178507841747998
leaf_weight=0.0013785937052214472 0.0011225753113430761 0.0012599852087324106 0.0017528835076081597 0.0011537224695078721 0.0014827118655945937 0.0011114453501391277 0.0013199015560362848 0.0012028082676651111 0.0018952764489685858 0.001334532243080444 0.00113719552347638 0.00129068658180742 0.0012262294290676856 0.0011233137924315786 0.0010233907547630983 0.0011077568193765307 0.0018707940112803155 0.0012559634076346757 0.0010181182050246207 0.0013791136666511808 0.0010021187694219773 0.0019269162764596892 0.0020143181384923575 0.0013729887713903599 0.0010409352804447991
leaf_count=578 126 312 66 290 192 91 159 67 97 87 146 62 52 54 76 69 144 507 14 268 113 82 63 157 38
internal_value=0 1.24934e-05 4.65606e-05 7.42791e-05 0.000108517 0.000136015 0.000400718 0.000266464 -1.29944e-05 0.00057378 4.43846e-05 8.05281e-05 0.000121097 0.000199325 -0.000252695 0.000150492 0.000190608 0.000134349 -0.00028225 0.000233382 0.000137698 -9.06895e-05 5.99505e-05 0.000485749 -0.000478661
internal_weight=0 0.0336817 0.0323031 0.0310431 0.0292902 0.0281365 0.00723523 0.00591533 0.00309808 0.00281724 0.0209013 0.0197898 0.0184992 0.0152976 0.00320152 0.0140714 0.0129481 0.0118403 0.00227408 0.00956625 0.00818714 0.00494335 0.00394123 0.00324378 0.00217813
internal_count=3910 3784 3206 2894 2828 2538 602 443 164 279 1936 1845 1783 1523 260 1471 1417 1348 521 827 559 258 145 301 184
is_linear=0
shrinkage=0.00140032


Tree=1929
num_leaves=17
num_cat=0
split_feature=124 50 47 4 1 12 43 16 16 2 48 1 12 403 4 4
split_gain=7.22067e-05 9.50052e-05 0.000167208 0.000183558 0.000344851 0.000178206 0.000144906 0.000179192 0.000186955 0.000147509 0.000109833 0.000121361 0.00014084 0.000225399 0.000107443 8.72456e-05
threshold=0.0049200000000000008 0.10625000000000001 0.117025 0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.17307499999999998 0.15737500000000001 -0.014099999999999998 0.086915000000000006 0.087945000000000009 0.092550000000000007 0.084100000000000022 0.086810000000000012 -0.060264999999999992 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 10 -10 11 12 15 -14 -9 -8
right_child=-2 -3 -4 4 -6 -7 7 14 9 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0021090146492293758 0.0016853541354695755 -0.002026847724854459 -0.0025538513290293261 -4.1236963911007507e-05 0.0047762517309035179 -0.0025750696368737778 0.00057904484357694031 -0.003430059081461212 -0.0001668882552114039 0.0029661688078601862 -0.001784412846788729 -0.001704191279246704 -0.0021657765333366269 0.0018782305473823715 -0.00041177194967817113 0.0032829858228633187
leaf_weight=0.0013987466839413517 0.0010526533242473371 0.0010632749066917654 0.0010559899224038541 0.00179374366477593 0.0010291456594225066 0.0012053252151445698 0.0010934193187578517 0.0010387656052457395 0.001111270052332569 0.0016335315790060312 0.0017425801311761469 0.0012676903532028577 0.0014335884584957027 0.0010514554545999477 0.0010374316585348162 0.0010105352769764738
leaf_count=96 91 410 126 177 271 326 126 185 334 333 153 118 755 137 212 60
internal_value=0 -9.73491e-05 1.1182e-05 0.000162951 0.00171508 -0.000128676 8.47038e-05 -0.00014327 0.000213722 0.00169771 -0.000322283 0.000112755 0.000614678 -0.000454703 -0.00192189 0.00187776
internal_weight=0 0.0199665 0.0189032 0.0178472 0.00282289 0.0150243 0.013819 0.0124203 0.0103441 0.0027448 0.00759927 0.00585669 0.004589 0.00248504 0.0020762 0.00210395
internal_count=3910 3819 3409 3283 448 2835 2509 2413 2016 667 1349 1196 1078 892 397 186
is_linear=0
shrinkage=0.00663402


Tree=1930
num_leaves=16
num_cat=0
split_feature=151 1 49 42 12 484 150 151 4 4 3 52 16 51 4
split_gain=6.77521e-05 0.000108109 0.000164939 0.000134572 0.000170893 0.000110717 0.00013414 0.000171635 0.000204158 0.000207598 0.000160048 0.0001916 0.000111833 7.79797e-05 4.94728e-05
threshold=0.087190000000000017 0.12730000000000002 -0.085974999999999982 0.092395000000000019 0.089995000000000006 0.084225000000000008 0.082965000000000025 -1.0000000180025095e-35 0.15927500000000003 -0.0021099999999999995 -0.078884999999999997 0.083750000000000005 -0.094359999999999986 -0.025709999999999997 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 9 10 11 -9 -8 -3 -12
right_child=-2 13 3 4 -6 -7 12 8 -10 -11 14 -13 -14 -15 -16
leaf_value=-0.0024551703096789218 0.0014887777247055878 1.5350978341856848e-06 -0.0029509471144007339 0.00033618689240716789 -0.003295652762314737 0.0016809717784777242 -0.00023456986960420766 -0.0031778535638227476 0.0019140077673019474 -0.0024504329892603089 0.00046287836941341767 0.0005871591391221401 0.0027057780867280911 0.0024300021796358124 0.0024509707896401486
leaf_weight=0.0014138076015529728 0.0012526684641575711 0.001142242933574511 0.001052833809567417 0.0010818924207867684 0.0012055734308007316 0.001826505727743886 0.001048167869843325 0.0010542628452541378 0.0017385897432233011 0.0019613492702012592 0.0011479151994561732 0.0013651268519577348 0.0012460211254357043 0.0011863070528307399 0.0010591227950207385
leaf_count=155 136 88 266 153 525 335 65 556 134 368 77 510 115 239 188
internal_value=0 -0.000102769 -0.000284372 -8.99707e-05 -0.00157792 0.000162152 -7.54941e-05 -0.000427207 -0.000108091 -0.000641746 0.000125038 -0.00105347 0.00136239 0.00123875 0.00141693
internal_weight=0 0.0195297 0.0172012 0.0157874 0.00228747 0.0134999 0.0116734 0.0093792 0.00832637 0.00658778 0.00462643 0.00241939 0.00229419 0.00232855 0.00220704
internal_count=3910 3774 3447 3292 678 2614 2279 2099 1833 1699 1331 1066 180 327 265
is_linear=0
shrinkage=0.00663402


Tree=1931
num_leaves=25
num_cat=0
split_feature=1213 1456 2 480 11 50 0 43 4 12 2 1 133 49 403 0 0 12 16 0 48 1374 13 2
split_gain=0.000403109 0.000333284 0.000253235 0.000235481 0.000216742 0.000199573 0.000217896 0.000327475 0.000315078 0.000204248 0.000180037 0.000203008 0.000215909 0.000326761 0.000360709 0.000300016 0.000408641 0.000225037 0.000189056 0.000200157 0.000341403 0.000374474 0.000182584 1.40306e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.14808000000000002 0.08456000000000001 0.088315000000000018 0.10030500000000002 -0.017269999999999997 -0.34918499999999997 -0.49837999999999999 0.084695000000000006 0.12547000000000003 0.13026000000000001 -0.090054999999999982 -0.084114999999999981 0.03138500000000001 -0.10071499999999999 -0.070894999999999986 0.085845000000000019 -0.014754999999999999 -0.11756999999999999 0.016865000000000002 -0.094679999999999986 -0.068214999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -8 -10 11 12 -9 22 15 18 17 -17 19 20 -15 -22 -14 -21
right_child=1 2 -4 -5 -6 -7 8 10 9 -11 -12 -13 13 14 -16 16 -18 -19 -20 23 21 -23 -24 -25
leaf_value=-0.00091948754117437601 -0.00080990485223497873 -0.00091655603994769501 0.00082363397844890278 -0.00074484182306224335 -0.00060052357125986661 0.00072891085077485436 -0.00013900438713359688 -0.00062254722166868047 0.0012648740228326562 0.0003490657496120516 -0.00060899069726472925 0.00075715831337778592 3.8186374952556203e-05 -0.00065310990051124557 0.0010830327681963022 -0.00022007948071373846 0.00044007714406399747 -0.0011504173532405257 0.00080826453663639976 0.00044493259975852425 -0.00036140338135215547 0.00082020905887582915 -0.00086821125681043525 0.00071281028951793754
leaf_weight=0.001243740460439082 0.0012152445140059037 0.0010045161320902931 0.0010548348716323324 0.0010021721505625537 0.0012643246137928879 0.0011761698883454427 0.0018187712495283392 0.0012429308737783576 0.0010887570545414669 0.0014956961374821276 0.0010876102415758376 0.0010331338416470137 0.0010093372459158978 0.0014991916096970537 0.0010392973112161039 0.0015848262131118928 0.0014499676764670021 0.0011688588953867318 0.0014406764481087386 0.0010030132075371512 0.0012448853755202549 0.0015680323157742926 0.0013363144962393854 0.001020718549327615
leaf_count=592 332 84 164 249 133 243 93 258 127 41 112 61 83 97 38 232 187 490 60 11 21 76 79 47
internal_value=0 1.51412e-05 5.01566e-05 2.0573e-05 4.94354e-05 8.18997e-05 5.0371e-05 -2.18229e-05 0.000373912 0.00073487 2.61659e-05 6.53245e-05 2.22877e-05 7.44503e-05 0.000174016 9.51577e-05 -0.000251059 -0.000614981 0.000282308 0.000162713 -3.31458e-05 0.000297274 -0.000478187 0.000580043
internal_weight=0 0.0298493 0.028634 0.0275792 0.026577 0.0253127 0.0241365 0.0197333 0.00440322 0.00258445 0.0187288 0.0176412 0.0166081 0.0153651 0.0130195 0.0119802 0.00420365 0.00275369 0.00777652 0.00633584 0.00431211 0.00281292 0.00234565 0.00202373
internal_count=3910 3318 2986 2822 2573 2440 2197 1936 261 168 1852 1740 1679 1421 1259 1221 909 722 312 252 194 97 162 58
is_linear=0
shrinkage=0.00160853


Tree=1932
num_leaves=15
num_cat=0
split_feature=49 151 150 484 42 0 52 4 52 13 48 133 0 2
split_gain=7.01521e-05 0.00012522 0.000196326 0.000182308 0.000241754 0.000120679 0.000232424 0.00016802 0.000132349 0.000133298 0.000100317 0.000120687 0.000222218 0.00012781
threshold=-0.14917999999999998 0.056555000000000001 0.090145000000000017 -0.0043499999999999988 0.10269500000000001 -0.077944999999999987 0.086950000000000013 -0.49837999999999999 0.10218500000000001 -0.0016149999999999999 0.08784500000000002 -0.0056849999999999991 -0.10071499999999999 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 10 -7 9 -9 11 -5 13 -13
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=0.0012390910225275943 -0.0025234698582531009 -0.0016891300572401151 0.0021358154353527691 -0.00097302392038273731 -0.0026386595219287357 -0.0013136262832023188 -0.0024694326748436516 0.0030026965083699325 -0.00046729394348022269 0.00068279077812785237 -0.0014190696239304644 0.0031018172149557353 -0.0013045220581145347 0.00070259717116385469
leaf_weight=0.0015115295990402169 0.0010889040508536485 0.0016477465532736121 0.0014821320353396372 0.001408697094780558 0.0011388104835159509 0.0010050958115666864 0.0013845018697744224 0.0019600818372989288 0.0010641325021169545 0.0016443729175487061 0.0011129913995257708 0.0015317306436601879 0.001079742707054015 0.0016818166281974412
leaf_count=129 573 146 243 418 357 128 552 297 169 228 153 40 338 139
internal_value=0 -0.000105276 4.31507e-05 -0.000149485 2.27135e-05 0.000241178 -0.00022499 0.000914875 0.00139465 0.00194434 0.000230981 0.000553061 0.00105379 0.00184618
internal_weight=0 0.0192308 0.017583 0.0161009 0.015012 0.0138732 0.00819948 0.00567368 0.00466859 0.00360445 0.00681498 0.00570199 0.00429329 0.00321355
internal_count=3910 3781 3635 3392 2819 2462 1640 822 694 525 1088 935 517 179
is_linear=0
shrinkage=0.00600863


Tree=1933
num_leaves=26
num_cat=0
split_feature=14 1213 51 124 3 50 48 1 2 48 2 15 133 3 49 16 49 4 457 1 52 2 1 15 4
split_gain=0.000465307 0.000421825 0.000356498 0.000348177 0.000277575 0.00030154 0.000444996 0.000367863 0.000384914 0.000237812 0.000492275 0.000294185 0.00037135 0.000352027 0.00033171 0.000265041 0.00040093 0.000774912 0.000346543 0.000322891 0.000339273 0.000330285 0.000325581 0.000154393 5.1963e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.40274499999999996 0.11158000000000001 0.30601500000000009 0.11812000000000002 0.12675000000000003 0.10752500000000002 0.11260500000000001 -0.079684999999999992 0.11125500000000001 0.088190000000000004 0.099765000000000006 -0.08323499999999999 -0.084114999999999981 -0.094359999999999986 0.089635000000000006 0.00046500000000000008 0.08351500000000002 0.079945000000000016 0.09716000000000001 0.085355000000000014 0.095575000000000007 -0.11739999999999999 0.004850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 23 -4 11 12 14 -13 -11 16 17 -16 19 20 21 -17 24 -9 -21
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 -12 13 -14 -15 15 18 -18 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.0007973668212489537 -0.00091033095492849207 -0.00076231485383151411 0.00065350146045256585 0.00084124509473359848 0.00076168046946349947 -0.00067644123428397727 -0.00075621255338965087 -0.0002555481808407454 0.0010251544752887926 -0.00069915820660231042 -0.00085389374539403425 -0.00015655490144348162 -0.00083701131367132982 0.00085689656249413146 0.00011963732487237798 0.00068164112141787193 0.00056235917690012618 -0.0013234658558807211 0.00085265076464036149 -0.00078801830055605425 0.00095154244358867815 -0.00031602376276767559 0.0004064703389307876 0.00040237698311363545 -0.00033983699118392545
leaf_weight=0.0011750116528210083 0.0010770539604442178 0.0010045941170075947 0.0010911550814745033 0.0011500898652176397 0.0010493291626435244 0.0011423942288450581 0.001250152694890704 0.0010853141494603664 0.0015508480717954867 0.0011374573743885294 0.0012897422173418485 0.0011095308180356644 0.0010556000747031372 0.0017046656224342085 0.0018224839258616969 0.0010817199685608792 0.0010044427250580357 0.0012167985958399519 0.0014564542950170623 0.0010211231527361697 0.0012996644744630581 0.0016329763008814391 0.0010136172066057547 0.0019669669402341003 0.0010080460856780604
leaf_count=576 135 126 102 34 160 211 75 86 188 112 137 174 171 313 77 131 87 105 82 193 30 345 107 121 32
internal_value=0 2.57637e-05 5.78481e-05 8.61224e-05 5.50955e-05 2.75747e-05 5.87493e-05 0.000100252 0.000457074 1.79022e-05 -1.88818e-05 4.2432e-05 -3.67258e-05 0.000457331 2.49605e-05 9.05521e-05 -0.000204637 -0.000458119 0.000230759 0.000102413 0.000363189 8.15139e-05 -0.00024163 0.000168435 -0.000565372
internal_weight=0 0.0313202 0.0301452 0.0291406 0.0279905 0.0269412 0.0257988 0.0245486 0.00460313 0.0199455 0.0188543 0.0175646 0.0147504 0.0028142 0.0136948 0.0125573 0.00404373 0.00303928 0.0085136 0.00705715 0.00401436 0.0027147 0.00304279 0.00305228 0.00202917
internal_count=3910 3775 3199 3073 3039 2879 2668 2593 395 2198 2096 1959 1472 487 1301 1189 269 182 920 838 506 476 332 207 225
is_linear=0
shrinkage=0.00140032


Tree=1934
num_leaves=15
num_cat=0
split_feature=0 2 4 1 12 147 2 0 3 16 12 3 12 15
split_gain=7.14676e-05 0.000163028 0.000124136 0.000100822 0.00018689 0.00016196 0.000113649 0.000438071 0.000213552 0.000138136 0.000118175 0.000224024 9.63529e-05 0.00013383
threshold=0.039665000000000006 0.106285 -0.08422499999999998 0.085835000000000009 0.083175000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -0.14136999999999997 0.12046500000000002 -0.09601999999999998 0.097345000000000015 -1.0000000180025095e-35 0.086935000000000012 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 10 8 9 -8 11 -5 -6 -14
right_child=1 -3 3 5 12 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0015939939535886457 -0.0002378310376735674 0.0026501919801031853 -0.0026746112939086651 -0.0029063221053024111 0.0013662464884319414 0.0025571113863915532 0.002130248636208336 0.0041718859513822995 -0.002462417462361738 -0.00049885637679698022 0.00082968961225617349 0.00028487369582670062 -0.0021474452042743739 0.0006550393542559147
leaf_weight=0.0019213442675063966 0.0018731909055949144 0.0011322320749811154 0.0012689400755895855 0.0015064564814953165 0.001236545678135071 0.0010797587965752373 0.0012934651016915932 0.0010554223534962048 0.0010803086188186928 0.0016316877789175899 0.0014823782198836177 0.0016798468049137481 0.0011822400908738408 0.0012826551346867276
leaf_count=543 200 115 192 540 473 139 79 227 53 108 148 76 641 376
internal_value=0 0.000850173 -0.000151973 2.3608e-05 -0.000684676 0.000349294 0.000104277 0.000728006 -0.000179442 0.0006637 -0.000571851 -0.0012239 -2.48012e-06 -0.000689119
internal_weight=0 0.00300542 0.017701 0.0157797 0.00497038 0.0108093 0.00972957 0.00506088 0.00400546 0.00292515 0.00466868 0.0031863 0.00370144 0.0024649
internal_count=3910 315 3595 3052 1682 1370 1231 467 240 187 764 616 1490 1017
is_linear=0
shrinkage=0.00600863


Tree=1935
num_leaves=16
num_cat=0
split_feature=41 158 159 475 16 13 42 0 1 457 15 16 133 52 0
split_gain=6.82735e-05 8.00402e-05 0.000109047 0.000106181 0.000110826 0.000289979 0.000126621 0.000117829 0.000171354 0.000102165 0.000151189 0.000159785 9.91412e-05 0.00016058 8.23565e-05
threshold=0.078535000000000008 0.084965000000000027 0.08764000000000001 -0.0029899999999999996 0.22945500000000005 0.17936000000000002 0.086635000000000004 -0.089879999999999974 0.076710000000000014 -1.0000000180025095e-35 -0.095799999999999982 -0.09601999999999998 -1.0000000180025095e-35 0.10218500000000001 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 8 -5 -10 11 -11 -9 14 -14
right_child=-2 -3 -4 4 6 -7 -8 12 9 10 -12 -13 13 -15 -16
leaf_value=-0.0020353823194811196 -0.0016430666528520735 -0.0017211209043501096 0.0019510151592610871 -0.0025587055388107973 0.00025542535972940803 -0.0035904541871946342 0.00312917365432168 -0.00070269787649043314 -0.0017645722505463953 0.0011035625099386891 0.0021656169416682195 -0.0020508840441082355 0.0014671215095486884 -0.00062056134359697189 0.0039406034181865991
leaf_weight=0.0010611853621562096 0.0011041654851696716 0.0010599340938775145 0.0014821581455514632 0.0013153876668168009 0.0018390162312960359 0.0010029917887061828 0.0011355270063450884 0.0011553197905355686 0.0010443186144455385 0.0015921203666887408 0.0017287611440567063 0.0013661892316214619 0.0014691615714362075 0.0010713555419697776 0.0010618287916374968
leaf_count=457 195 396 274 292 187 118 122 567 60 141 158 61 444 305 133
internal_value=0 8.68081e-05 0.000191378 3.65346e-05 0.000175851 -9.74212e-05 0.00135247 0.000199372 -0.000356123 0.000149382 0.000575827 -0.000353206 0.00102214 0.00157532 0.00250482
internal_weight=0 0.0193853 0.0183253 0.0168432 0.015782 0.0128074 0.00297454 0.0118044 0.00704678 0.00573139 0.00468707 0.00295831 0.00475767 0.00360235 0.00253099
internal_count=3910 3715 3319 3045 2588 2279 309 2161 712 420 360 202 1449 882 577
is_linear=0
shrinkage=0.0067667


Tree=1936
num_leaves=16
num_cat=0
split_feature=13 39 48 43 2 457 49 133 3 1 4 42 47 15 0
split_gain=6.28228e-05 9.62789e-05 0.000163537 0.000137432 0.000184354 0.000118149 0.000184172 0.000168047 0.00016564 0.000135054 0.000220731 0.000190694 0.000122857 0.000109057 8.80776e-05
threshold=-0.45122499999999993 0.005105000000000001 0.12649500000000002 0.098320000000000005 0.11542500000000001 0.069705000000000003 -0.064499999999999988 0.085835000000000009 0.090325000000000003 0.092550000000000007 0.022820000000000003 0.08622500000000001 0.09252500000000001 -0.029114999999999999 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -7 10 11 14 -11 -3 -8
right_child=1 13 -4 -5 -6 8 7 -9 -10 12 -12 -13 -14 -15 -16
leaf_value=0.001130482152333565 -0.0024000920664163294 0.0023154705568213417 -0.0024353796560657556 -0.0020546112757237728 0.0021010069861212479 -0.00044010045200052958 0.00021187872245645721 -0.0022990049533059202 0.0025076560081712111 0.00028074910264022342 0.0030444589353001779 0.0020055766369185342 -0.0018766093022241782 -0.00011701243512134969 -0.0018478567228447662
leaf_weight=0.0014511059810729454 0.0013110978029098894 0.001068006336606738 0.0010258881074991502 0.0010739184376589864 0.0012744066218673697 0.0012809954050308501 0.0014641314322135987 0.0010230924655308992 0.0011686673145105964 0.0017973354819905418 0.0010434356396542555 0.0011812038035180772 0.001599275304891068 0.0013226733883847097 0.0012202920902302551
leaf_count=112 156 346 91 277 268 145 411 755 58 293 102 337 114 85 360
internal_value=0 -9.21183e-05 -0.000246299 -0.000100829 4.52457e-05 -0.000154905 -0.00041302 -0.00013375 0.000966194 0.000132966 0.000733538 0.000109759 -0.000735031 0.000969669 -0.000724441
internal_weight=0 0.0188544 0.0164637 0.0154379 0.0143639 0.0130895 0.0106399 0.00932877 0.00244966 0.00830567 0.00490906 0.00386563 0.00339661 0.00239068 0.00268442
internal_count=3910 3798 3367 3276 2999 2731 2528 2372 203 1617 1210 1108 407 431 771
is_linear=0
shrinkage=0.00566207


Tree=1937
num_leaves=25
num_cat=0
split_feature=1213 14 1456 1374 52 38 124 40 133 130 160 151 49 42 150 48 2 474 483 15 43 403 2 1
split_gain=0.000565966 0.000393262 0.000325876 0.000349199 0.000303116 0.000314818 0.000420119 0.00030417 0.000292844 0.000439627 0.000321513 0.000370733 0.000423919 0.000446184 0.000382642 0.000517661 0.000373575 0.00032276 0.000384534 0.000200192 0.000233633 0.000187841 0.000159509 1.94774e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 -0.42985499999999993 0.087760000000000019 -0.048219999999999992 -0.062739999999999976 -0.085714999999999986 -0.0015749999999999998 -1.0000000180025095e-35 -0.083919999999999981 0.090445000000000011 0.088115000000000013 0.084800000000000014 0.084670000000000009 0.095195000000000016 0.084655000000000022 0.083090000000000011 0.088615000000000013 -0.15426499999999996 0.084685000000000024 0.083585000000000007 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 21 -10 17 -12 13 14 15 19 -15 18 -11 20 -13 -9 23 -22
right_child=1 -3 3 4 5 -7 7 8 9 10 11 12 -14 16 -16 -17 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=-0.00095476909798178681 -0.00070894494112906301 -0.00086931803211664897 -0.00057520256524682659 -0.00060336820381887894 0.00088269482561451073 -0.00065545361617726705 -0.00047667624008457433 0.0001326650969892917 -0.00068461802291907854 -0.00097948855115547362 -0.00039727591489341222 0.00089868288287927038 0.0011830115794089927 0.0011906302776142131 0.00074293086127717972 -0.00094982691716431766 0.00015419464685521839 0.00043788453542478744 0.0001352439767681795 -0.00045362870000146551 -5.1163104493052799e-05 0.0009439131880682926 0.00039646391733180422 -0.00034330034364556204
leaf_weight=0.001346546803081757 0.001177375598548607 0.0010431129821592547 0.0016578896496177711 0.0012045566099771468 0.0017987323207815089 0.0010112909548585227 0.0016542810770083368 0.0010023410270176966 0.001390310507909164 0.0015125896140756037 0.0015874963947355861 0.001001162862375617 0.0012588935816200417 0.0018351932929018275 0.0016906898815115257 0.0011644649855597766 0.0013206207557013572 0.0012360515459557408 0.0012465027842703535 0.0010621388627063411 0.0010017120821546027 0.001698024527647557 0.0019696655434026378 0.0010142851024610433
leaf_count=592 310 119 66 290 260 69 133 237 163 303 111 29 88 180 84 56 76 176 164 97 54 107 112 34
internal_value=0 2.83741e-05 5.81045e-05 8.78914e-05 0.000126248 0.000158257 0.000189374 0.000138775 0.000183057 0.000121877 0.000181199 0.000281536 0.000362445 0.000276789 0.000106623 -4.25155e-05 0.000756911 -0.000193168 -0.000475875 0.000132148 0.000256912 0.000642788 9.57046e-05 -0.000198143
internal_weight=0 0.0325394 0.0314963 0.0303189 0.028661 0.0274564 0.0264452 0.0246464 0.0229921 0.0202918 0.0189015 0.0149063 0.0133188 0.0120599 0.00890412 0.00721343 0.00315581 0.00399514 0.00275909 0.00604896 0.00498683 0.00270037 0.00398566 0.002016
internal_count=3910 3318 3199 2889 2823 2533 2464 2204 2071 1727 1564 921 810 722 466 382 256 643 467 326 229 344 200 88
is_linear=0
shrinkage=0.00148603


Tree=1938
num_leaves=26
num_cat=0
split_feature=14 1213 1456 1374 480 38 124 51 16 48 13 132 4 2 474 15 47 2 1 12 0 42 13 13 0
split_gain=0.000426593 0.000404165 0.000406045 0.000287908 0.000306681 0.000305566 0.000352304 0.000307302 0.000451967 0.000379895 0.000344722 0.000477132 0.000428053 0.000239615 0.000210203 0.000408152 0.000247127 0.000359826 0.000475896 0.000344139 0.000271682 0.000242082 0.000217106 0.000165199 0.000223036
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.08456000000000001 0.087760000000000019 -0.048219999999999992 0.08482000000000002 -0.069144999999999984 0.11119000000000002 -0.094679999999999986 0.079995000000000011 -0.23071499999999998 0.091025000000000009 0.084330000000000002 -0.10981499999999998 0.09550500000000002 0.083185000000000023 0.095575000000000007 0.091735000000000025 -0.050704999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.48634999999999995 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 9 13 10 23 12 -12 -9 15 -14 17 18 -17 21 -18 22 -19 -8 -25
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 11 -13 14 -15 -16 16 20 19 -20 -21 -22 -23 -24 24 -26
leaf_value=-0.00089127744993902603 -0.0010523580551384049 -0.0009163761363766206 -0.00059826528033681025 0.00095687302533187712 -0.00075920643309958398 -0.00074023032499363501 -5.6792528067515491e-05 0.00043218511630693291 -0.00017884095379402921 -0.00079492844590280229 -0.00080988579111830811 0.00093851515279600817 -0.00089152811776046657 0.0014648317898381307 0.00076638253610470677 -0.0013415813766985655 0.00102065768075894 -0.00033989312981761192 0.00021081111402673544 -0.00066687877256851782 -9.4466732453224971e-05 0.0011004820965661609 0.00056828609995777176 0.0003005786629170307 0.0011378767540199601
leaf_weight=0.001312277635347219 0.0010747943813552699 0.0011580469436534525 0.0015990925719684404 0.0016110796272481845 0.0010447292772659154 0.0010085132700781143 0.0010407965267389407 0.0011437996198158107 0.001417943259481024 0.001331277682551645 0.0019582024084800953 0.001406107343493764 0.0013612025948038899 0.001399086917379333 0.0010046144401233961 0.001206019255293643 0.0014225524309132709 0.0013395418876405562 0.0010214771995380179 0.0010685926953445113 0.0010737388893744537 0.0010318036703291789 0.0016394457301167082 0.0018635620040065026 0.0017072252075238043
leaf_count=576 135 310 66 251 253 70 37 63 107 96 143 162 180 107 173 216 51 223 77 247 12 77 95 133 50
internal_value=0 1.89073e-05 5.63986e-05 9.30925e-05 0.000131082 0.000164233 0.000197957 0.00014989 0.000578206 7.08965e-05 0.000128115 8.83305e-06 -8.37001e-05 0.00100034 3.31559e-05 -3.28227e-05 8.64113e-05 -6.88942e-05 -0.000629691 0.000177036 0.000541005 0.000401879 0.000159911 0.000529894 0.000700898
internal_weight=0 0.0331707 0.0318585 0.0307004 0.0291013 0.0280566 0.0270481 0.025437 0.00396083 0.0214762 0.0201449 0.0155333 0.0141272 0.00254289 0.012169 0.0111644 0.00980317 0.00730688 0.0022275 0.00507938 0.00249629 0.00401079 0.00297899 0.00461158 0.00357079
internal_count=3910 3775 3199 2889 2823 2570 2500 2249 277 1972 1876 1656 1494 170 1351 1178 998 935 293 642 63 395 318 220 183
is_linear=0
shrinkage=0.00167351


Tree=1939
num_leaves=26
num_cat=0
split_feature=14 1213 1374 1456 11 453 38 124 40 13 0 150 52 4 52 2 15 457 47 403 42 12 4 2 12
split_gain=0.000683486 0.000541788 0.000300063 0.000309813 0.000295069 0.000273898 0.000303634 0.000584536 0.000336749 0.000310153 0.000288679 0.000472029 0.000260807 0.000258454 0.000341209 0.000238763 0.000297041 0.00028099 0.000326266 0.000343758 0.000423492 0.000778085 0.000588281 0.000197437 1.13789e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.094679999999999986 -0.23029999999999998 0.08826500000000001 0.083750000000000005 -0.23071499999999998 0.10599500000000002 0.12238000000000002 -0.10981499999999998 0.082870000000000013 0.09550500000000002 0.03138500000000001 0.088345000000000021 0.084575000000000025 -0.056579999999999991 0.097940000000000013 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 12 -11 13 23 14 -12 16 -15 18 19 20 21 22 -18 -10 -20
right_child=-2 2 3 4 -6 -7 -8 8 9 10 11 -13 -14 15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=-0.00083877660750878357 -0.0010480221819323563 -0.00049834058898545384 -0.00057517571978338462 0.0010064564853171831 -0.0004811234960967955 -0.00047145847548179962 -0.00053123857217665367 -0.00045418915682517261 0.00048514440301510205 0.00062922530995426448 -0.00064241634808681321 -0.00083669126873289312 3.2100211247177812e-05 -0.0004856780061827021 0.00034008593748914578 0.00083262180245074558 0.00079412340382414306 0.00088701679068996719 0.0007258678576482205 0.00051841412377075713 0.000483263839777978 -0.0013557818649773882 -0.00058088726071870973 0.0012495196916045442 0.0005224267272130247
leaf_weight=0.0013334715266052058 0.0011726829158356092 0.0017485165710944264 0.0012761377573349405 0.0016239386088331134 0.0014788036390829254 0.0012798481250491092 0.0010866726635576909 0.0015954011639239532 0.0015734653120545649 0.0018934339341480809 0.0016792673849368349 0.0010298478841734007 0.0012432827924180323 0.0012256961699412166 0.0011043044153202786 0.0010634579904536959 0.0010334333636383697 0.0010938321429629924 0.0010338277161281439 0.0017645410431698094 0.0012933253043592996 0.001161953439805484 0.0013558495607809799 0.0010700078209625596 0.0010388783988992678
leaf_count=578 126 66 312 246 123 88 79 124 76 77 121 130 88 138 29 111 36 50 9 120 406 524 93 84 76
internal_value=0 1.8489e-05 5.4496e-05 8.67183e-05 0.000116126 0.000148544 0.000179105 0.000210134 0.000154522 0.000199361 0.000122531 6.2109e-05 0.000550655 0.000124448 -0.000252636 0.000211448 0.000151401 0.00023128 0.000148663 -3.77838e-07 -0.000189338 -0.000434293 1.38443e-05 0.000794543 0.000623899
internal_weight=0 0.0330812 0.0317477 0.0299992 0.0287231 0.0272443 0.0259644 0.0248777 0.0232538 0.0216584 0.0177716 0.0158782 0.00388676 0.0148484 0.00278357 0.0120648 0.0110013 0.00977564 0.00868181 0.0066091 0.00484456 0.00355124 0.00238928 0.00264347 0.00207271
internal_count=3910 3784 3206 3140 2828 2705 2617 2538 2292 2168 1920 1843 248 1713 150 1563 1452 1314 1264 1179 1059 653 129 160 85
is_linear=0
shrinkage=0.00137286


Tree=1940
num_leaves=15
num_cat=0
split_feature=1374 150 15 484 474 1 0 16 1 16 42 42 133 43
split_gain=7.26242e-05 0.000119239 0.000182497 0.000159209 8.92449e-05 0.00011291 0.000140188 0.000216625 0.000104895 0.000135632 0.000102993 0.000191315 0.000135466 0.000130661
threshold=-0.094679999999999986 0.084800000000000014 -0.088379999999999986 -0.0043499999999999988 0.084655000000000022 0.12864500000000004 -0.08824499999999999 -0.055679999999999993 0.076710000000000014 -0.19424999999999998 0.092145000000000019 0.08622500000000001 0.083815000000000014 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 -10 11 12 13 -8
right_child=1 2 -4 4 -6 -7 10 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0017146344283547877 -0.0025941344541591414 0.0035609311437293698 -0.00014569104658955184 -0.0021930313254428409 0.0017860444970146478 0.0014275799329419784 -0.0017770611538350488 -0.0036474702188489284 -0.0010888461092839936 0.0015949038281108698 -0.001247507481138865 0.0032470611522288171 0.0018493177433712925 0.0011773817845047985
leaf_weight=0.0010816160079887274 0.0011084306730979694 0.0010812556771978149 0.0013902024582814259 0.0011568168580162741 0.0012602390804563593 0.0019486211592382357 0.0018885185848724782 0.0012074781458275676 0.0018526309422276233 0.0016129350060469783 0.0014965238863213076 0.0011221940813288117 0.0013998247868065028 0.0010758757926114249
leaf_count=68 583 117 279 273 247 243 595 203 118 105 414 288 221 156
internal_value=0 8.6492e-05 0.00147595 -0.000113973 5.76131e-05 -8.99497e-05 -0.000320742 -0.00109538 -0.000428716 0.000160218 0.000325985 0.000755185 0.000114436 -0.000704797
internal_weight=0 0.0196015 0.00247146 0.0171301 0.0160217 0.0147614 0.0128128 0.00582986 0.00462238 0.00346557 0.00698294 0.00548641 0.00436422 0.00296439
internal_count=3910 3842 396 3446 2863 2616 2373 699 496 223 1674 1260 972 751
is_linear=0
shrinkage=0.0067667


Tree=1941
num_leaves=17
num_cat=0
split_feature=1186 0 1 4 2 48 4 2 15 15 47 16 1 1 0 16
split_gain=6.35074e-05 0.000100697 0.000142823 0.000135276 0.000133179 0.000132286 0.000112535 0.000109392 9.66682e-05 0.000168753 0.000191694 0.000211244 0.000182455 0.000199812 6.71512e-05 5.23812e-05
threshold=0.081240000000000021 0.10302000000000001 0.076710000000000014 -0.16401499999999997 0.13345500000000002 0.086065000000000016 0.15045000000000003 0.106285 0.079360000000000014 -0.017214999999999998 0.11603500000000001 -0.110495 0.11052000000000002 0.094385000000000011 -0.080384999999999984 -0.46853499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 6 14 -3 9 10 11 15 13 -13 -1 -5
right_child=-2 7 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0047548395730772162 0.0018463319243601419 -0.00014255719701994655 -0.0024596127293321684 0.0012164602085367202 0.0030105382077788745 0.00072366823974428845 -0.00030766601149909899 0.0033362791905103711 -0.0018546312763641237 0.0024730974815742332 -0.0029538012050200693 -0.0012219696607607472 -0.0033936826810571827 0.0027231692411149922 -0.0019612190721738352 0.0037041567683871665
leaf_weight=0.001080999339047547 0.0010582613049283643 0.001187149624740892 0.0011387995252528918 0.0010269471497956761 0.0010337406058351451 0.0011469079536085419 0.0010676339299829363 0.0010113178134441569 0.0013509645640199389 0.0018501591868461146 0.0012299794459813551 0.0019695983824742341 0.0010513203477515165 0.0012794875745070489 0.0010014246029136364 0.0010185716621872965
leaf_count=980 117 107 151 148 216 264 110 93 438 172 118 141 113 124 499 119
internal_value=0 -0.000108912 -0.000308618 9.88366e-05 0.000345523 -0.00153655 -0.00235947 0.00145774 8.98932e-05 0.000368587 -0.000145369 0.000398967 -0.000579102 0.000331623 -0.00341141 0.00245522
internal_weight=0 0.019445 0.0172465 0.0129496 0.0118108 0.00429697 0.00315006 0.00219847 0.010777 0.00942606 0.0075759 0.00634593 0.00430041 0.00324909 0.00208242 0.00204552
internal_count=3910 3793 3593 1740 1589 1853 1589 200 1373 935 763 645 378 265 1479 267
is_linear=0
shrinkage=0.00777281


Tree=1942
num_leaves=26
num_cat=0
split_feature=14 1213 51 480 1 47 38 124 40 13 47 52 475 52 48 3 159 16 130 151 3 2 2 2 4
split_gain=0.000626835 0.000375201 0.000310787 0.000274293 0.000282757 0.000385422 0.000363963 0.000330396 0.000267974 0.000327454 0.000257348 0.000300645 0.000314881 0.000243873 0.000264751 0.000208152 0.000432318 0.000261954 0.000249916 0.000169535 0.000277299 0.000327219 0.000259313 0.000388712 0.000433907
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.086640000000000009 0.13429500000000003 0.11896000000000002 1.0000000180025095e-35 -0.036134999999999994 -0.067204999999999987 -0.091849999999999987 0.09550500000000002 -0.24084499999999998 -0.065099999999999977 0.078330000000000025 0.082070000000000018 -0.14218999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082634999999999986 0.077805000000000013 -0.08824499999999999 0.096750000000000017 0.089710000000000012 0.084065000000000015 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 13 11 -11 -13 14 -10 -14 17 18 -17 20 -20 22 23 24 -22
right_child=-2 2 3 -5 -6 -7 -8 8 9 10 -12 12 15 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26
leaf_value=-0.00069808983021656969 -0.0010390999363325041 -0.00070123746053118779 0.00076814573451925653 -0.000635626060187047 0.00059948766218410334 -0.00076754227426307933 -0.0006660633973141172 -0.00059744357536476692 0.00095951918361926209 -0.00070822814826484472 0.00057055204456401133 0.00072208930525475385 0.00039228965644215588 -3.949254137341598e-05 9.6445372488604403e-05 0.00054594009750762889 -0.00089718591302394128 0.0004622682993961427 -0.00092203548313602303 0.00033115591925101707 0.0008035219378442033 -0.00070028951658798072 0.00055957498694589943 -0.00073206456243481469 -0.00043675039082105403
leaf_weight=0.0013435067783625068 0.0011052624390590063 0.0010230064229909122 0.0014145833416830114 0.0010085973701704004 0.0019362276019554208 0.001029291921157415 0.0011503889017651084 0.0010366429533386614 0.0020054289716278087 0.0010982052203343173 0.0015517078646832263 0.0011631283256718231 0.0019844418416746128 0.0013040071832086664 0.0010058691584059476 0.0010101768925467889 0.0011273580823159832 0.0018798561654609055 0.0010038590519794383 0.0010787323101482116 0.0011016377613045636 0.0015187857176242048 0.0012813839786702391 0.0013720662102746223 0.0010274982500195753
leaf_count=578 126 126 192 215 234 82 64 73 84 253 141 234 86 84 66 63 232 180 129 30 153 142 126 188 29
internal_value=0 1.22375e-05 4.29107e-05 6.82105e-05 9.2621e-05 5.64667e-05 8.89431e-05 0.000123733 8.50266e-05 0.00011645 3.58274e-05 -1.40152e-05 3.50164e-05 0.000456459 0.000671225 -2.05352e-05 -8.65947e-05 -5.53855e-06 -9.91511e-05 -0.000176878 -0.000251897 -0.000145138 3.11587e-05 -0.000162233 0.00020498
internal_weight=0 0.0324564 0.0311129 0.0300899 0.0290813 0.0271451 0.0261158 0.0249654 0.0235508 0.0225141 0.0181988 0.0166471 0.0155489 0.00431531 0.0030113 0.0143858 0.0124014 0.011274 0.00939414 0.00838396 0.00730523 0.00630137 0.00478259 0.0035012 0.00212914
internal_count=3910 3784 3206 3080 2865 2631 2549 2485 2293 2220 1986 1845 1592 234 150 1358 1272 1040 860 797 767 638 496 370 182
is_linear=0
shrinkage=0.00137286


Tree=1943
num_leaves=15
num_cat=0
split_feature=11 3 1 3 15 151 150 3 15 52 0 52 48 13
split_gain=6.34976e-05 0.000120968 0.000112039 7.56593e-05 0.000220142 0.000163155 0.000145057 0.000145225 0.00015756 0.000243958 0.000157119 0.000129076 0.000107337 8.76742e-05
threshold=0.081005000000000008 -0.10628499999999998 0.076710000000000014 -0.078884999999999997 0.082225000000000006 0.056555000000000001 0.08826500000000001 -0.074234999999999982 -0.017214999999999998 -0.074484999999999982 -0.10209999999999998 -0.010284999999999997 0.082070000000000018 -0.012839999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -5 9 -9 12 -10 -11 -13
right_child=-2 3 -4 5 -6 -7 -8 8 11 10 -12 13 -14 -15
leaf_value=0.00025888026141300546 -0.0013220780800660228 -0.002939884391104547 0.0028830502184708567 0.0022212518969574198 0.00046302322775292417 -0.0019912415394233943 0.0023574204156788822 -0.0033029094232083526 0.002371554717592522 -0.0024535613254417425 0.0014054786600292773 -0.0011545326116233008 0.00015095462073421107 0.0012382434192725229
leaf_weight=0.0016237080352068936 0.0013931130282389256 0.0013613085642358589 0.0011162972026989779 0.0011545672007107479 0.0017884435501813942 0.0013698884760505589 0.0012832971020514264 0.0012838522347488474 0.0013827973801944088 0.0012506809115689424 0.0016522406273503307 0.0013550485523369238 0.0013248523022727499 0.0011518783226181026
leaf_count=138 233 798 152 308 848 99 137 228 145 122 298 193 102 109
internal_value=0 8.80217e-05 0.00132799 -0.000119664 -0.0010077 9.209e-05 0.000333147 8.70539e-05 -0.000175044 -0.000868507 -0.00012925 0.000807573 -0.0011138 -5.51041e-05
internal_weight=0 0.0190989 0.00274001 0.0163589 0.00314975 0.0132091 0.0118392 0.0105559 0.00940135 0.00551163 0.00422777 0.00388972 0.00257553 0.00250693
internal_count=3910 3677 290 3387 1646 1741 1642 1505 1197 750 522 447 224 302
is_linear=0
shrinkage=0.00637641


Tree=1944
num_leaves=24
num_cat=0
split_feature=1213 14 1456 38 124 40 3 133 130 43 43 160 52 3 2 0 151 49 3 0 133 3 4
split_gain=0.000394214 0.00035718 0.00030741 0.000227674 0.000432369 0.000271248 0.00039992 0.000229744 0.000274444 0.000217611 0.000687598 0.000247158 0.000304847 0.000288538 0.000377583 0.000339697 0.000337834 0.000346755 0.000352045 0.000299759 0.000186224 0.000128696 0.000119432
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 -0.085714999999999986 -0.0015749999999999998 -0.15109999999999998 -0.089949999999999988 -0.11175999999999998 0.13709500000000002 -0.08348499999999999 0.11230000000000001 -0.10071499999999999 -0.0088999999999999982 -0.066239999999999979 0.084925000000000014 -0.070894999999999986 -0.10870499999999998 -0.100615 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 20 -9 21 -11 -12 13 22 15 16 -15 -18 -19 -17 -7 -10 -13
right_child=1 -3 3 -5 5 6 -8 8 9 10 11 12 -14 14 -16 19 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00087912784881038727 -0.00075576111445578326 -0.0008759358221213249 0.00090231610593328679 -0.00058401049931702245 -0.00059828444081676951 9.234251439438362e-05 0.00096670243905893944 -0.00073249527278888642 0.00082748134214523643 -0.0012165820275468848 -0.00060565635964265549 0.00076695354951905235 0.00085415888318574257 -0.00043983163517284147 -0.00078427571461662344 -0.0010053253746762896 -0.00019522862338494288 0.00040750190287953204 0.0015600430293959042 2.6589785743978185e-05 0.00095075946198936671 9.1228167627973203e-05 8.3729783241245743e-05
leaf_weight=0.0012436487895054601 0.0011050766250638019 0.0010511923326503572 0.0016580366401574521 0.0011847257914689704 0.0014214890131020027 0.0012905324065589641 0.0012843722629281564 0.0011818088213554059 0.001311029636321237 0.0011023446832931832 0.0012229344215174678 0.0017045125012439327 0.0013218708321754971 0.0011636783232784609 0.0015445035775807072 0.001115011707578239 0.0011798390162311989 0.001839206830538836 0.0010271780552919552 0.0018811786004095093 0.0012251099905184739 0.0010742001192340913 0.0010152747942892837
leaf_count=592 310 119 262 88 131 264 136 160 84 202 224 332 57 45 139 322 25 26 25 189 74 35 69
internal_value=0 2.70068e-05 5.99024e-05 9.23855e-05 0.000122552 7.06418e-05 0.000111131 6.16327e-05 4.28271e-06 5.13422e-05 -1.44487e-05 7.38063e-05 0.000134053 5.77212e-05 -6.89686e-05 6.56624e-05 0.000308981 0.000524337 0.000820519 -0.00035743 0.000510389 0.000495906 0.000511912
internal_weight=0 0.0299051 0.0288539 0.0277488 0.0265641 0.0249061 0.0234846 0.0222002 0.0196846 0.0185028 0.0161175 0.0150152 0.0137923 0.0124704 0.0097506 0.00820609 0.0052099 0.00404622 0.00286638 0.00299619 0.00251564 0.00238523 0.00271979
internal_count=3910 3318 3199 2889 2801 2539 2408 2272 1934 1774 1655 1453 1229 1172 771 632 121 76 51 511 338 119 401
is_linear=0
shrinkage=0.00157699


Tree=1945
num_leaves=26
num_cat=0
split_feature=1213 14 51 1 47 38 124 50 1 13 403 13 49 4 1374 0 13 1 43 0 4 12 16 52 12
split_gain=0.000400359 0.000335782 0.000306947 0.000295919 0.000392326 0.000339072 0.000427678 0.000265064 0.000262806 0.000235219 0.000415085 0.000359735 0.000281693 0.000268263 0.000265927 0.000358802 0.000218236 0.000345539 0.000375208 0.000424663 0.000171689 0.000168558 0.000117851 9.91026e-05 8.53808e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.40274499999999996 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 -0.036134999999999994 0.10625000000000001 0.11235500000000002 0.17936000000000002 0.092300000000000007 0.076210000000000014 -0.085974999999999982 0.22584000000000001 -0.094679999999999986 -0.23029999999999998 -0.097529999999999992 0.095575000000000007 -0.083094999999999988 -0.10131499999999999 0.24280000000000004 0.086515000000000022 -0.50763499999999995 0.024145000000000003 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 11 12 21 14 -14 -16 23 18 -18 -20 -10 -8 -15 -17 -21
right_child=1 -3 3 -5 -6 -7 7 -9 20 -11 -12 -13 13 22 15 16 17 -19 19 24 -22 -23 -24 -25 -26
leaf_value=-0.00080521987607968647 -0.00072861686633286663 -0.00078447400370170654 0.00085933888606730153 0.00068793766239039222 -0.00077887927079911936 -0.00069837438026697381 -0.00096725852669446422 -0.00065247051890982911 0.00018052367231754528 -0.00055099609746905355 0.00085197877737496007 0.00069592526745129659 -0.00047737470229007091 -9.898895118052289e-05 0.00088074645771179182 0.00081255324129445852 0.00038557973699848637 0.00064926722970573287 0.00010519125943737645 -0.0011227351397130234 0.0009124423547857281 -0.00012510078921804658 -0.00075184660986635124 0.00020005857443757834 -0.00056880688799289779
leaf_weight=0.0012911519964013815 0.0010408350589774509 0.0010598500618799736 0.0015277547434215171 0.0015894536430714956 0.0011843757713940741 0.0011458934264111644 0.0010152103231937373 0.0010464205464309406 0.0014591905441569955 0.0013318593114031154 0.0013806303376943099 0.0015472898274668792 0.0014179810801824297 0.0011925822081102488 0.0014045978437593381 0.0010644488418229941 0.0017889870466568387 0.0013132858980058337 0.0019000211554755977 0.0010731636299252997 0.0012743300931034318 0.0010026637867391053 0.0011555336449227136 0.0011848136096830331 0.0013135193240362969
leaf_count=592 126 119 230 154 94 70 69 313 109 91 78 134 52 60 35 54 306 106 40 264 111 58 57 23 565
internal_value=0 2.20458e-05 4.93076e-05 7.60177e-05 4.21576e-05 7.74666e-05 0.000111149 6.51819e-05 9.67084e-05 4.1611e-05 8.15644e-05 2.36755e-05 -3.81405e-05 3.1442e-05 0.000116562 0.000192828 9.25763e-05 -2.83776e-05 -0.000174853 -0.000408741 0.000521734 -0.000548798 -0.000420267 0.000489918 -0.000817879
internal_weight=0 0.0324147 0.0313548 0.030314 0.0287246 0.0275402 0.0263943 0.0248665 0.0238201 0.0210866 0.0197547 0.0183741 0.0168268 0.0148089 0.0124608 0.0110428 0.00963824 0.00738898 0.00607569 0.0042867 0.00273352 0.00201787 0.00234812 0.00224926 0.00238668
internal_count=3910 3318 3199 3073 2919 2825 2755 2525 2212 1992 1901 1823 1689 1562 1445 1393 1358 1281 1175 869 220 127 117 77 829
is_linear=0
shrinkage=0.00145689


Tree=1946
num_leaves=17
num_cat=0
split_feature=403 484 11 1374 51 15 133 16 4 133 49 15 0 48 4 42
split_gain=6.69206e-05 0.000100467 0.000102445 8.63036e-05 0.000180451 0.000104073 0.000135702 0.000134978 0.000222561 9.67166e-05 0.000139047 0.000101358 0.000102372 9.56889e-05 7.51426e-05 6.3558e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.094679999999999986 0.077145000000000005 0.083935000000000023 0.083815000000000014 -0.057604999999999996 0.25367000000000006 0.089845000000000022 -0.0019649999999999997 -0.017214999999999998 -0.099024999999999988 0.091555000000000011 -0.15796999999999997 0.084545000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 15 8 -5 10 -9 12 -12 -6 -13 -7
right_child=1 -3 -4 4 13 6 -8 9 -10 -11 11 14 -14 -15 -16 -17
leaf_value=-0.0015351029743547176 -0.0014181551137983407 -0.0018489767057796034 -0.0015437182770576662 -0.0033018791401627861 0.00085868370693121014 -0.00076757768795336753 0.0029120252205204686 -0.0014951202298246265 8.7364959060984301e-05 -0.0014928443815468214 0.0016420376403232201 0.00092218523484276086 -0.0009899358591473925 0.003081075176242367 0.0031876461934817468 0.0013483403035125527
leaf_weight=0.0010638902615180751 0.0010671745311974226 0.001006421522974448 0.00125780315520188 0.0012806239140681864 0.0018580797837178522 0.0012280129206498356 0.0010499427070564948 0.001021760760622826 0.0018524331560280773 0.0010255831126650683 0.001012513231778419 0.0012184061756298076 0.0013442872364614359 0.0012778225777090313 0.0010787621519342608 0.0010119636192179593
leaf_count=930 60 264 206 269 270 218 120 265 287 158 51 77 310 136 92 197
internal_value=0 7.47647e-05 0.000178939 0.000303988 0.000417014 9.51024e-05 0.00105757 -0.000226876 -0.00129797 0.000273893 0.000593136 0.0010516 0.000140795 0.00176427 0.00198606 0.000188339
internal_weight=0 0.0195916 0.0185852 0.0173274 0.0162602 0.0131243 0.00328992 0.00983437 0.00313306 0.00670131 0.00567573 0.00465397 0.0023568 0.0031359 0.00229717 0.00223998
internal_count=3910 2980 2716 2510 2450 2044 535 1509 556 953 795 530 361 406 169 415
is_linear=0
shrinkage=0.00625138


Tree=1947
num_leaves=25
num_cat=0
split_feature=14 1213 1456 13 132 52 16 0 1186 42 39 13 2 15 16 157 4 52 2 4 1 0 4 47
split_gain=0.000539604 0.000431324 0.0003591 0.000275497 0.000319615 0.000250781 0.00034628 0.00037803 0.000215411 0.000369901 0.000349692 0.00021501 0.000219215 0.000265546 0.000213519 0.000319442 0.000310739 0.00028604 0.000579912 0.000318834 0.000511732 0.000309869 0.000210085 0.000106416
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.40083499999999994 0.31524000000000002 0.12500000000000003 0.083980000000000013 -1.0000000180025095e-35 0.005105000000000001 -0.52445999999999982 0.097940000000000013 -0.042544999999999993 0.10994000000000002 -0.07686999999999998 -0.084009999999999987 0.13709500000000002 0.11230000000000001 0.0057500000000000008 0.086560000000000012 -0.17106499999999999 0.022820000000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 5 -5 7 8 9 -7 14 -4 13 -13 15 -11 -17 18 19 20 -18 -21 -14 -23
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 -12 12 22 -15 -16 16 17 -19 -20 21 -22 23 -24 -25
leaf_value=-0.00082514554266241566 -0.0010559431070450115 -0.00073167774912075959 -0.00020772695878523673 -0.00069448885243843879 0.00062715214086826873 -0.00068748506024644579 0.00064624645601265901 -0.00089808771471057154 0.00066242123045610099 0.00082983857387834031 0.00083594066450460431 -0.00034622406464977849 0.0012398862588994973 0.00060923746228245634 -0.00066705020273252519 0.0006708825688816173 9.3280710258516539e-05 0.0004458993742801418 -0.0011350168321466831 0.00082504035188672047 -0.0011676405567262111 0.00018968655655801959 0.00039813604569954213 -0.00042915386836155566
leaf_weight=0.0012361542924838034 0.0010339497469749595 0.001183877050503288 0.0011448230835595652 0.0011694841664999468 0.001797708125092278 0.0017151627322423276 0.0017421716900180009 0.0010846211501502325 0.0010392247377843935 0.00101127632627357 0.001130912263656852 0.001124987030187749 0.0012732452976975672 0.0014972303372672293 0.001053305182598053 0.0011950276720633585 0.0016978519369085752 0.0015763314870067139 0.0013492243742093679 0.0012481849325816086 0.0012225398944472055 0.0013972612339641366 0.001347925929164967 0.0010941267936637189
leaf_count=578 126 312 53 291 232 460 75 49 64 164 240 100 83 91 67 61 242 159 86 44 145 60 110 18
internal_value=0 3.5159e-05 7.04943e-05 0.000103341 2.60895e-05 -2.6043e-05 1.39288e-05 -4.79069e-05 7.20971e-06 -3.61848e-05 4.37438e-05 0.000375723 0.000503111 0.000199324 -2.60028e-05 3.12588e-05 -4.36525e-05 -0.000132734 -0.000246618 -6.66392e-05 -0.000434569 0.000220693 0.00080702 -8.20856e-05
internal_weight=0 0.0313327 0.0300965 0.0289126 0.0225244 0.0207267 0.0195572 0.0178151 0.0167304 0.0156912 0.013976 0.00638821 0.00524339 0.00262222 0.0128451 0.0117918 0.0107805 0.00958552 0.00800919 0.00665996 0.00292039 0.00373957 0.00262117 0.00249139
internal_count=3910 3784 3206 2894 2457 2225 1934 1859 1810 1746 1286 437 384 191 1046 979 815 754 595 509 387 122 193 78
is_linear=0
shrinkage=0.00148603


Tree=1948
num_leaves=16
num_cat=0
split_feature=151 1 49 0 49 484 52 1 15 12 2 2 3 52 3
split_gain=6.71498e-05 0.000101747 0.000192295 0.00014748 0.000134565 0.000136262 0.00028947 0.000109887 0.000103187 0.000111595 0.000188984 8.83233e-05 0.000144882 0.000200122 2.85763e-06
threshold=0.087190000000000017 0.10498500000000001 -0.084114999999999981 -0.035699999999999989 -0.047309999999999998 0.084225000000000008 -0.066329999999999986 0.092550000000000007 -0.24219999999999997 0.097345000000000015 0.11165000000000001 0.10393500000000001 -0.069909999999999986 0.048490000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -4 6 -6 11 -3 10 -10 12 13 -8 -14
right_child=-2 3 4 -5 5 -7 7 -9 9 -11 -12 -13 14 -15 -16
leaf_value=-0.0028244165276106311 0.0013680545647535968 0.0015530628256939156 0.0015046118332553708 0.0023690910611899314 -0.0033995944183128576 0.0013860112832500184 -0.00248946846979402 -0.0019145799504209332 -0.0031679433904177358 0.0010748949812845307 0.00016757237408669616 -0.0014551301795683556 0.0019279975969661396 0.0007525162605246502 0.0014672980742168314
leaf_weight=0.001132429208903313 0.001253570639425077 0.0013163859559463097 0.0015466199278154321 0.0013053666217406308 0.0012862135251915244 0.0013387924459646256 0.0011149623457223411 0.0012484862080965192 0.0010475179072490515 0.0012606523093705024 0.0016322524397203719 0.0011551212321452911 0.0010099545967918368 0.0019947099405304147 0.0010129876236337765
leaf_count=131 136 194 129 202 537 301 540 202 148 104 154 194 109 770 59
internal_value=0 -9.55335e-05 -0.000412815 0.000525294 -0.000179555 -0.000435899 -0.000712371 -0.000253741 6.74443e-05 -0.00042886 -0.00113628 7.60339e-05 0.00042063 -0.000409886 0.0016973
internal_weight=0 0.0194025 0.0128403 0.00656218 0.0117078 0.0101612 0.00882244 0.00753622 0.00525681 0.00394042 0.00267977 0.00628774 0.00513261 0.00310967 0.00202294
internal_count=3910 3774 2972 802 2841 2712 2411 1874 600 406 302 1672 1478 1310 168
is_linear=0
shrinkage=0.0061288


Tree=1949
num_leaves=25
num_cat=0
split_feature=14 1213 13 52 132 52 39 50 4 42 1186 13 0 160 42 2 4 3 1 15 48 47 16 2
split_gain=0.000530405 0.000414125 0.000357946 0.00052522 0.000366047 0.000310209 0.00029706 0.000284241 0.000349715 0.000492366 0.000394994 0.000335365 0.000372678 0.000374921 0.000361665 0.000311273 0.000319606 0.000513528 0.000500291 0.000304594 0.000271134 0.00021833 0.000185638 0.000255658
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.091229999999999992 0.11588000000000002 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.086465000000000014 -0.23071499999999998 0.086635000000000004 0.085080000000000003 -1.0000000180025095e-35 -0.069954999999999976 -0.081069999999999989 0.085195000000000007 0.11230000000000001 0.0057500000000000008 0.092005000000000017 0.086560000000000012 -0.10071499999999999 0.092065000000000022 0.117025 -0.15168999999999996 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 20 5 21 7 8 9 -7 11 14 13 -13 -10 16 18 19 -15 -18 22 -4 -3 -24
right_child=-2 2 4 -5 -6 6 -8 -9 10 -11 -12 12 -14 15 -16 -17 17 -19 -20 -21 -22 -23 23 -25
leaf_value=-0.00086942589518985188 -0.0011767687181162704 0.0011630224551255272 -0.0011882967575050766 -0.00070475223534844625 0.0006912014012098233 -0.001297411808889024 0.00064058405114561241 -0.00067438191346366413 -0.0011869534554242815 0.00024094248391515094 0.0010630353481017472 0.00085144604840482405 0.00099538917102891299 0.00041216949628847954 -2.4987671254970695e-05 -0.0008609027544178461 0.00041020984386783317 0.0012989075109022571 -0.00090698699450356504 -0.00071880127854253759 -2.4225344166468446e-05 -0.00013491098031372123 -8.282748751853685e-05 0.00097799091868363218
leaf_weight=0.0013595237408429708 0.0010333407022220511 0.0019176066039849615 0.0011190975090301326 0.0010149633749303444 0.0017245331609664757 0.0012706018265831098 0.0016311535330374707 0.0019981824210909089 0.0011913579784842013 0.0010014962894302482 0.0010088877644791614 0.0012827905496477507 0.0012043315242660094 0.0013359876925804204 0.0018266386623367187 0.0012367804444457509 0.0016442916727967827 0.0010987954485930373 0.0018394476851442132 0.001056594224261187 0.0015184251925551839 0.0010055991288291377 0.001148922696168452 0.0013075334984875009
leaf_count=578 126 93 312 99 245 73 291 430 367 16 55 56 70 112 480 58 21 35 62 31 92 41 92 75
internal_value=0 1.71016e-05 5.55051e-05 0.000385342 -3.75771e-05 -9.28162e-05 -3.13308e-05 -8.90264e-05 -2.02156e-05 -0.000619335 7.22242e-05 -6.50057e-07 0.000135602 2.65448e-05 -0.000483675 -0.000102314 3.21938e-05 0.000353255 -0.000351984 -3.14625e-05 0.000573107 -0.000689739 0.000780467 0.00048183
internal_weight=0 0.0327435 0.031384 0.00690745 0.0244766 0.022752 0.0206273 0.0189962 0.016998 0.0022721 0.0147259 0.013717 0.010699 0.00949469 0.003018 0.0082119 0.00697512 0.00379968 0.00317544 0.00270089 0.00589249 0.0021247 0.00437406 0.00245646
internal_count=3910 3784 3206 451 2755 2510 2157 1866 1436 89 1347 1292 445 375 847 319 261 87 174 52 352 353 260 167
is_linear=0
shrinkage=0.0016407


Tree=1950
num_leaves=25
num_cat=0
split_feature=14 1213 51 480 1 47 38 124 13 132 52 50 474 15 151 52 133 42 0 49 1 2 15 15
split_gain=0.000582738 0.000448124 0.00036204 0.000351196 0.000307695 0.000286441 0.000333796 0.000346027 0.000255312 0.000373647 0.000454303 0.000274732 0.00027239 0.000277905 0.000305419 0.000209178 0.000201769 0.000444122 0.000270939 0.000338491 0.000185954 0.000172647 0.000207136 0.000150244
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.086640000000000009 0.13429500000000003 0.11771000000000002 1.0000000180025095e-35 -0.036134999999999994 -0.091849999999999987 0.079995000000000011 -0.092854999999999979 0.084340000000000012 0.084655000000000022 -0.11739999999999999 -0.076429999999999984 0.078330000000000025 0.084285000000000013 0.08401500000000002 -0.083424999999999985 -0.07107999999999999 0.095575000000000007 0.075670000000000015 -0.092459999999999987 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 15 10 -10 12 13 -12 -15 23 17 18 19 -16 21 -21 -23 -9
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 11 -13 -14 14 16 -17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=-0.00081497015176491307 -0.0011226067586386954 -0.00082154717542224514 0.00087855769146487741 -0.0007709038830279848 0.00072617754561227698 -0.00067675923041298673 -0.00069660410339429755 0.00026895169989615814 -0.00071638062240341426 0.00076512443520914851 -0.00064456473585366915 -0.00068849194369422439 0.00083526135777143879 0.00070773745271627316 -0.0006521152657408681 -4.6535591236615038e-06 -0.00054627592916403709 0.00079699078061311215 -0.0007786199827372924 -0.00045757143881398546 0.0006975924448108736 -0.00012357699812753377 0.00076513770354246695 0.00094224175168010024
leaf_weight=0.001372248460000918 0.0010351288962943675 0.0010120142766520948 0.001441417235087449 0.0010269832275084856 0.0018673743693076788 0.0010748013184787011 0.0010970586376174143 0.0013192106657874403 0.0019592718003621718 0.0014770593093864351 0.0011923765554972742 0.0010522403875258815 0.0011096117435633887 0.0017504781256754151 0.0012332878621785816 0.0016890458860363555 0.0012568146093762935 0.0017097194426882734 0.0010383291969369383 0.0010754612041807745 0.0014243836817637856 0.0013558167704985583 0.0010845044141353285 0.0018010261779517469
leaf_count=578 126 126 192 215 234 91 64 95 431 177 134 342 97 125 33 87 253 119 131 32 31 30 99 68
internal_value=0 3.26848e-05 7.01488e-05 0.000100193 0.000131031 9.0085e-05 0.000121704 0.000157656 0.000113492 3.34606e-05 -2.92173e-05 5.88765e-05 0.000114138 5.31549e-05 0.000122897 0.000425 2.2316e-05 0.000102416 -6.22486e-05 5.82398e-05 0.000235576 4.83952e-05 0.000271377 0.00065758
internal_weight=0 0.0324205 0.0310483 0.0300363 0.0290093 0.0271419 0.0260671 0.0249701 0.0235286 0.0187194 0.0172423 0.015283 0.0142308 0.0131212 0.0119288 0.00480928 0.0101783 0.0089215 0.00721178 0.00617345 0.00494017 0.00351578 0.00244032 0.00312024
internal_count=3910 3784 3206 3080 2865 2631 2540 2476 2284 2034 1857 1426 1084 987 853 250 728 475 356 225 192 161 129 163
is_linear=0
shrinkage=0.00151575


Tree=1951
num_leaves=26
num_cat=0
split_feature=14 1213 1456 13 132 13 52 39 16 16 157 14 1186 43 16 4 160 47 15 13 12 1 16 15 0
split_gain=0.000533995 0.000532888 0.000424361 0.000337777 0.000383477 0.000314642 0.000289487 0.000378078 0.0002524 0.000645302 0.000318884 0.000354566 0.000206583 0.000270931 0.00022653 0.000257666 0.000427907 0.000410069 0.000267665 0.000199307 0.00025206 0.000263022 0.000149896 6.32414e-05 5.74297e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.52445999999999982 -0.27466499999999994 0.084535000000000013 0.24895000000000003 0.10994000000000002 -0.07686999999999998 -0.45282499999999992 0.085080000000000003 1.0000000180025095e-35 -0.50763499999999995 0.0057500000000000008 0.087825000000000014 0.09252500000000001 -0.074174999999999977 -0.45122499999999993 0.092365000000000017 0.08844500000000001 -0.094359999999999986 0.024640000000000006 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 24 8 9 10 -8 -12 13 14 -13 16 18 22 -16 -7 21 -21 -17 -20 -5
right_child=-2 2 3 4 -6 19 7 -9 -10 -11 11 12 -14 -15 15 17 -18 -19 23 20 -22 -23 -24 -25 -26
leaf_value=-0.0010430051612690661 -0.0011777429106067502 -0.00089890388782713467 -0.00030591810514946511 -0.00036249870806984435 0.0007448141806747125 0.0012548743611855491 0.00082403617620556814 0.00078227686193401433 0.00065812829040584131 -0.0011996612289741713 -0.0010012343328964124 -0.00059021148650777351 0.00069480088945480752 -0.00086699960414913168 0.00065293783196109726 0.00033881764497481514 -0.00097945315208113602 -0.00034619130629649531 -0.00054394783317466124 0.00020842719693917375 -0.00015040926266324147 0.0011752113689169192 0.0010633441955116517 1.5581186089328102e-05 -0.00091319266091151438
leaf_weight=0.0012229707308320783 0.0010354972240453333 0.0011916112019596829 0.0012786589196227549 0.0010031856116610449 0.0017480596654148159 0.001013855710222375 0.0011240167226514589 0.0015590162047025768 0.0012255836783464638 0.0013522065655165996 0.0010500330588740789 0.0014852556537185103 0.0010304544318624495 0.0010496121598226891 0.0015175663863980018 0.0014634703784412728 0.0012719402784469036 0.0014201092551271444 0.0010140068479272037 0.0014664484242715705 0.001322918894881786 0.0015669297470078114 0.0016190412085328454 0.0011725591919402312 0.0010364278094892555
leaf_count=578 126 312 53 171 232 54 187 288 82 53 19 92 56 263 136 66 100 37 112 122 68 140 42 385 136
internal_value=0 1.92575e-05 6.11876e-05 9.95898e-05 5.94909e-06 0.000425525 -5.44207e-05 7.53347e-06 -6.03384e-05 -0.000113478 -1.6965e-05 -8.40358e-05 -1.02021e-05 -7.06732e-05 5.56158e-06 9.89157e-05 -0.000158403 0.000383292 0.000123532 0.000599686 0.000447201 0.000707832 0.000719364 -0.000243897 -0.000642333
internal_weight=0 0.0322059 0.030983 0.0297914 0.0231425 0.00664881 0.0213945 0.0193549 0.0177959 0.0165703 0.0152181 0.014094 0.013044 0.0120136 0.0109639 0.00947869 0.00497607 0.00450262 0.00370413 0.00537015 0.0043563 0.00303338 0.00308251 0.00218657 0.00203961
internal_count=3910 3784 3206 2894 2457 437 2225 1918 1630 1548 1495 1308 1289 1233 970 878 733 145 633 384 330 262 108 497 307
is_linear=0
shrinkage=0.0016407


Tree=1952
num_leaves=24
num_cat=0
split_feature=14 1213 13 132 52 39 4 47 50 4 13 52 51 457 1 4 2 1 2 48 49 16 52
split_gain=0.000547563 0.000480439 0.000319815 0.000389404 0.000293045 0.000402204 0.000353367 0.000298881 0.000428536 0.000355956 0.000315236 0.000252083 0.00024958 0.000284559 0.000313053 0.000447765 0.000272743 0.000274516 0.000246373 0.000170541 0.000151787 0.00014871 0.000140305
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.08734500000000002 0.11603500000000001 0.086465000000000014 -0.23071499999999998 0.043015000000000005 0.10062000000000001 0.08955500000000001 0.082870000000000013 0.11198000000000001 -0.076329999999999995 0.10705000000000002 0.094890000000000016 0.089070000000000024 0.092065000000000022 -0.072894999999999988 -0.15168999999999996 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 6 7 -4 8 9 10 -6 19 13 14 15 22 17 18 -17 21 -15 -3 -11
right_child=-2 2 3 -5 5 -7 -8 -9 -10 12 -12 -13 -14 20 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00092841779241378418 -0.0011603938631940781 0.0010720859162858425 -0.0013377582972557587 0.00069502846887128781 -0.001213379758222429 0.00075063470972281949 -1.8874153517380377e-05 -0.000930767691051969 -0.00085156354536214504 0.00083559838704012597 2.13852467275151e-05 -0.00016462647656078773 -0.00041625825537826061 0.0011849032052308063 0.00072224457815520354 -0.00075498227757990564 -0.0010592044434481877 0.00059701986130256503 0.00012777488173869525 8.4460735915362517e-05 0.00035668080532479969 0.00041223274802821441 6.3754133388742502e-05
leaf_weight=0.0013310684061267194 0.0010546847742260992 0.0017721421622185624 0.0010186497893813163 0.0017836061181431126 0.001033285837398471 0.0015875246850019327 0.0010859708576420601 0.0010399925723856276 0.0015457511535328606 0.00148121330643094 0.0011092610136813619 0.0016972016863565642 0.0018643824835135056 0.0010237360617839641 0.0016884093837886147 0.0018076077815688003 0.0010066646018927483 0.0010261547701762019 0.0014942399199248946 0.0014284447836506731 0.001299004399223592 0.0017626643610901263 0.0010352362476209187
leaf_count=578 126 93 328 245 65 291 25 75 406 165 23 106 71 27 72 300 92 75 220 92 111 160 164
internal_value=0 1.75977e-05 5.87603e-05 -2.80065e-05 -8.62358e-05 -2.62776e-05 -0.000657222 -9.31089e-05 -4.30853e-05 3.56652e-05 -0.000574105 0.000370509 0.000130842 0.000216829 9.38967e-05 -4.12316e-05 -0.000305064 -0.000129656 -0.000355494 0.000553501 0.000721716 0.000743044 0.000518071
internal_weight=0 0.0319222 0.0305911 0.0239307 0.0221471 0.0200425 0.00210462 0.0184549 0.0174149 0.0158692 0.00214255 0.00666045 0.0137266 0.0118623 0.00953953 0.00785112 0.00533467 0.004328 0.00330185 0.00496325 0.00232274 0.00353481 0.00251645
internal_count=3910 3784 3206 2755 2510 2157 353 1866 1791 1385 88 451 1297 1226 1088 1016 687 595 520 345 138 253 329
is_linear=0
shrinkage=0.00160853


Tree=1953
num_leaves=17
num_cat=0
split_feature=13 132 2 457 39 0 3 49 457 50 160 12 2 16 15 12
split_gain=8.06084e-05 0.000134762 0.000125859 0.000116626 0.00016192 0.000163996 0.000223833 0.00018722 0.000154369 0.000123654 0.000162158 0.000128133 0.000101093 9.615e-05 7.55808e-05 5.85438e-05
threshold=-0.091229999999999992 0.079995000000000011 0.099990000000000009 0.072090000000000015 0.005105000000000001 -0.053834999999999994 -0.11266 -0.010424999999999999 0.41137000000000007 0.086465000000000014 -0.081669999999999979 0.086865000000000012 0.11635500000000001 -0.15168999999999996 -0.10071499999999999 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 4 5 7 -7 -2 -5 10 -9 14 -4 -1 -12 -13
right_child=1 -3 12 8 -6 6 -8 9 -10 -11 11 15 -14 -15 -16 -17
leaf_value=0.0012192017378221541 -0.0030318632226755287 0.001938684000787008 0.0030270553148560204 0.0020794734063271495 0.0012883886282200501 -0.0007706340921115537 -0.0051628152637805645 0.0028551240817381723 -0.0012944948489646267 -0.0022661522938244444 -0.00026962119791272207 0.0022723764359379511 0.00014672701076649718 -0.0016175449714830345 -0.002704785411183934 -9.9375697832569443e-05
leaf_weight=0.0010546464877840972 0.001308281613414038 0.0012842937343846483 0.0015139544035771557 0.0018207919606618933 0.001678349888343293 0.001300439515974694 0.0010309710740482167 0.0010104972072669553 0.0010653337446067113 0.0011148550124895663 0.0014932217016878566 0.0010021351279796836 0.00100473217677155 0.0013505142811782713 0.0010948766559755385 0.0010629267633166448
leaf_count=122 193 306 89 232 281 140 201 255 32 471 67 364 155 241 305 456
internal_value=0 -0.000249938 0.000778163 -0.000437543 -0.000740937 -0.00106786 -0.0027129 -0.000593595 0.000834066 -0.000122999 0.000298868 -0.000256258 0.00187806 -0.000373651 -0.0012998 0.00105159
internal_weight=0 0.016267 0.00492385 0.0149827 0.0120966 0.0104182 0.00233141 0.00808679 0.00288613 0.00677851 0.00566366 0.00465316 0.00251869 0.00240516 0.0025881 0.00206506
internal_count=3910 3303 607 2997 2733 2452 341 2111 264 1918 1447 1192 244 363 372 820
is_linear=0
shrinkage=0.00704007


Tree=1954
num_leaves=25
num_cat=0
split_feature=14 1213 1456 38 13 453 12 1 1374 0 2 3 129 1 16 12 394 43 12 43 15 3 1 4
split_gain=0.000604089 0.000493994 0.000447043 0.000288628 0.000362651 0.000350808 0.00028263 0.000337258 0.000235111 0.000292573 0.000268182 0.000314777 0.000266739 0.000234644 0.000399125 0.000332266 0.000239503 0.000144267 0.000429231 0.000304088 0.000143071 0.00013965 0.000135352 0.000129568
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087760000000000019 -0.091229999999999992 1.0000000180025095e-35 0.088375000000000023 0.08844500000000001 -0.094679999999999986 -0.23029999999999998 0.12238000000000002 0.090325000000000003 0.08956500000000002 0.095155000000000017 0.23932500000000004 0.090585000000000013 -0.077774999999999983 -0.083094999999999988 0.081660000000000024 -0.089949999999999988 -0.03231499999999999 0.10666500000000002 0.11198000000000001 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 8 7 -4 -6 -10 11 12 13 14 16 -15 -11 19 20 -18 -19 -8 -13 -17
right_child=-2 2 3 -5 5 -7 21 -9 9 10 -12 22 -14 15 -16 23 17 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.00087556501082406812 -0.0011448188542485754 -0.00088134195142079957 0.00027887496870456684 -0.00070646551416063267 -0.00048110458732259848 -0.00081435250725932641 -0.00018320520235942794 0.0013667646989869553 0.00073516136692533041 0.00058048571097117565 0.00060869710677174309 -0.00087715224167036901 -0.00060307634739213386 0.00099221195823614625 0.00081653265745247139 -0.00028155638228727928 -0.00034357782331348214 -0.00040495226343361919 -0.0011928914530526756 0.00070161557617191481 0.00037311953367155822 0.00046349410584347657 -0.00012161486384251218 0.00045201014094208675
leaf_weight=0.0013987106881501168 0.0010949157554297475 0.0011509978088987223 0.0013303528970733938 0.0010220916280099237 0.0016276232496501555 0.0010922751892323826 0.0015101370570651529 0.0013958559093758677 0.0017426897776262528 0.0010066678689403261 0.0019816167118327814 0.0012211321786734777 0.0012000887166468974 0.0016831865063805908 0.0012733569288981561 0.0011411082109056281 0.0019010697853303372 0.0012368368137813945 0.0011979217722507818 0.0010236380400776117 0.0010397990626218696 0.0016929448895903754 0.0010576834230420218 0.0011612250021642012
leaf_count=578 126 312 103 73 61 76 97 168 77 91 240 68 130 218 115 203 237 34 627 144 37 34 24 37
internal_value=0 2.29953e-05 6.39472e-05 0.00010078 0.000129713 4.03862e-05 0.000470008 0.000835889 8.38187e-05 0.000130098 7.19234e-05 6.0352e-06 9.35585e-05 0.00015957 1.69654e-05 0.000470121 -0.00012051 -0.000230784 -0.000443763 2.22364e-05 -4.95866e-05 0.000158599 -0.000526479 8.84317e-05
internal_weight=0 0.032089 0.0306903 0.0295393 0.0285172 0.0225879 0.00592929 0.00272621 0.0214956 0.019868 0.0181253 0.0161437 0.0138649 0.0126648 0.00867929 0.00398552 0.00740593 0.00639927 0.00347456 0.00292471 0.00227664 0.00320308 0.00227882 0.00230233
internal_count=3910 3784 3206 2894 2821 2419 402 271 2343 2282 2205 1965 1873 1743 1285 458 1170 1079 698 381 71 131 92 240
is_linear=0
shrinkage=0.00154607


Tree=1955
num_leaves=17
num_cat=0
split_feature=42 159 3 15 3 123 12 3 0 457 2 48 150 4 13 16
split_gain=7.15619e-05 8.80461e-05 0.000142004 0.000119623 0.000121301 0.000115141 0.000146627 0.000142257 0.000313898 0.000146761 0.000104746 0.000188696 0.000147364 0.00015737 0.000117899 3.60655e-05
threshold=-0.11403999999999999 -0.034019999999999988 -0.10628499999999998 -0.016339999999999997 -0.13927999999999999 1.0000000180025095e-35 -0.0089849999999999982 0.13772500000000001 -0.053834999999999994 -1.0000000180025095e-35 0.11230000000000001 0.09227500000000001 0.085285000000000014 0.074650000000000008 -0.071149999999999977 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 8 9 -8 11 12 13 14 -11 -16
right_child=1 2 5 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17
leaf_value=-0.0016046959434524236 -0.0014751057480735408 0.0030988634730415108 -0.0025970841048374156 -0.00096677496389797966 0.0022169068376726403 0.002027078703746923 -0.0022796195716524156 0.0018319027026329003 -0.0036670847578827888 -0.0017942495491505036 -0.0016824453769329335 0.0033518614309482509 -0.0021399324804990522 0.0026304490370719353 -0.00010843164737923478 0.0013296187537833073
leaf_weight=0.0012160553590295732 0.0015274395506553557 0.0012726487329091721 0.0011106983083608414 0.0011943517416539429 0.0010125207692407373 0.0011087050803300748 0.0010781814356800876 0.0016319402474307956 0.0011425105449629188 0.0011980893325936551 0.0010141283511476149 0.0010144367504482943 0.0010259092588587038 0.001387322526799295 0.0014370058250270396 0.0017972922418041971
leaf_count=217 496 142 185 182 73 292 218 114 221 554 130 114 125 90 579 178
internal_value=0 8.60853e-05 0.000215503 0.00144668 0.000493909 -7.11183e-05 -0.000239232 -3.34573e-05 -0.000307832 7.78028e-05 0.000364221 0.000628288 0.000224688 0.000641528 1.90022e-05 0.00069069
internal_weight=0 0.0199532 0.0184257 0.00347952 0.00220687 0.0149462 0.0138375 0.0127268 0.0110949 0.00995237 0.00887418 0.00786006 0.00684562 0.00581971 0.00443239 0.0032343
internal_count=3910 3693 3197 397 255 2800 2508 2323 2209 1988 1770 1640 1526 1401 1311 757
is_linear=0
shrinkage=0.0067667


Tree=1956
num_leaves=18
num_cat=0
split_feature=403 484 11 3 16 2 1 43 4 0 43 4 12 0 52 52 15
split_gain=6.77853e-05 9.50935e-05 0.000104998 9.26059e-05 9.12431e-05 0.00015888 0.000157462 0.000187565 0.000136656 0.000165986 0.000123206 0.000114287 0.000104668 9.5389e-05 0.000159094 4.91549e-05 2.93522e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.14218999999999996 -0.41862999999999995 0.10648500000000001 0.095575000000000007 -0.24333999999999997 -0.076329999999999995 -0.22851499999999997 -0.082484999999999989 -0.08422499999999998 -0.023959999999999995 -0.073729999999999976 -0.0041199999999999995 0.09086000000000001 -0.07052499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 11 -10 -11 15 -9 14 -14 -6 -12
right_child=1 -3 -4 4 6 -7 7 12 9 10 16 -13 13 -15 -16 -17 -18
leaf_value=-0.0018209938063055331 0.0023805471869203991 -0.0021247801879370962 -0.0018479770966275148 0.00081079383258232933 -0.0014337105938114407 -0.0032781108645513393 -0.001446478383529479 0.0041392102528977062 0.00096793098667321436 -6.0606784734750856e-05 -0.0022151261228396837 0.0023687318160068374 7.2599355477981782e-05 -0.0003040016550334418 0.0040053635732961359 0.00083646094096708997 -0.0039755687632755752
leaf_weight=0.001094578117001521 0.0011815104688220222 0.0010272941665067916 0.0012897803755092105 0.0010623776252165163 0.0010336339872187572 0.0010592627324787045 0.001045674100245364 0.0010438219073140844 0.001583460328781424 0.0012016120048819979 0.0011075901198406924 0.0016186436908380251 0.0010078710626819365 0.0011638148552012006 0.0013341034840965715 0.0010977282212447925 0.0010113058909160654
leaf_count=930 124 264 206 145 164 138 32 218 52 387 318 194 84 172 100 46 336
internal_value=0 8.87118e-05 0.000209393 0.000360572 0.000214788 -0.00123066 0.000430007 0.00140672 -0.000201492 -0.00102246 -0.00197162 0.000872107 0.00206249 0.00144417 0.00231289 -0.000264491 -0.00305535
internal_weight=0 0.0198695 0.0188422 0.0175524 0.0163709 0.00212164 0.0142493 0.00559529 0.00865397 0.00490397 0.00332051 0.00375001 0.00454961 0.00350579 0.00234197 0.00213136 0.0021189
internal_count=3910 2980 2716 2510 2386 283 2103 606 1497 1093 1041 404 574 356 184 210 654
is_linear=0
shrinkage=0.00747098


Tree=1957
num_leaves=15
num_cat=0
split_feature=151 1 49 0 49 484 52 1 1 16 43 133 16 0
split_gain=6.40373e-05 9.51114e-05 0.000146617 0.000145948 0.000111416 0.000126829 0.000417073 0.000101495 0.00012108 0.000148693 0.000125878 0.000142229 9.41935e-05 0.000142411
threshold=0.087190000000000017 0.10444500000000001 -0.084114999999999981 -0.035699999999999989 -0.047309999999999998 0.073820000000000011 -0.066329999999999986 0.092550000000000007 0.087545000000000026 0.18936500000000003 -0.084059999999999982 -1.0000000180025095e-35 -0.063614999999999991 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -4 6 -6 8 9 10 -8 -12 13 -3
right_child=-2 3 4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0027768409228232432 0.0014679939078109461 -0.00067458445560857744 0.0014597215534573507 0.0025378751305536423 -0.0049097992189887432 0.0012372861189588271 -0.0030835892841399805 -0.0020886885008343232 0.0019248635159347144 0.0016989362518282638 -0.0021523290956400125 0.00094394198574510794 -0.0011145361347117382 0.0021212477837950498
leaf_weight=0.0011265760416549831 0.0012627055169747011 0.0016453610863084618 0.0015646500040061859 0.0013497455002964278 0.0010036882415593246 0.00164853150211488 0.0010192996976052908 0.0011772354903699794 0.0012897965627705066 0.0011821731227744658 0.0011410010186172215 0.0016787680131492176 0.0019986858691850989 0.0016921399030695554
leaf_count=131 136 122 128 209 511 328 306 195 209 45 616 489 253 232
internal_value=0 -0.000104377 -0.000445348 0.000550019 -0.000220951 -0.000480274 -0.000813701 -0.000264682 7.55608e-05 -0.000399466 -0.00104563 -0.000308944 4.7207e-05 0.000742925
internal_weight=0 0.0195177 0.0128317 0.00668593 0.0117051 0.0101405 0.00849196 0.00748827 0.00631104 0.00502124 0.00383907 0.00281977 0.00533619 0.0033375
internal_count=3910 3774 2958 816 2827 2699 2371 1860 1665 1456 1411 1105 607 354
is_linear=0
shrinkage=0.0067667


Tree=1958
num_leaves=15
num_cat=0
split_feature=42 52 15 15 43 16 4 13 4 47 2 2 403 457
split_gain=6.84664e-05 8.75033e-05 0.000109926 0.000149981 0.000133815 0.000134602 0.000166371 0.00015951 7.90038e-05 0.000177855 0.000172283 9.35545e-05 0.000127471 0.000133752
threshold=-0.11403999999999999 0.18936500000000003 -0.24219999999999997 -0.11739999999999999 -0.17307499999999998 0.15737500000000001 -0.14963999999999997 -0.070604999999999987 0.0057500000000000008 0.09252500000000001 0.096970000000000015 0.090815000000000021 0.085615000000000011 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -7 11 10 -10 12 13 -8
right_child=1 -3 3 4 5 7 8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0016814553387251045 0.0021593329285234785 -0.0016745615279200726 -0.0020358907021087733 0.0022776900464227534 0.0025356522017973672 0.00018653361861755338 -0.0032745742421559218 -0.0031681382208646539 0.0032071032311979486 -0.0016874747494878399 -0.00024790113372144383 0.0013488034192821428 0.0010715172113059581 -7.6547027397573208e-05
leaf_weight=0.0011895939468555264 0.0013974664947791126 0.0013437336569878033 0.0015887603076885958 0.0015563818357708899 0.0016401882958934884 0.0016512003104850459 0.0015738504113593354 0.0013112962396441127 0.0016824614785811709 0.0011059966903714802 0.0013345297352472946 0.001020387080668218 0.0010161519280866838 0.0011799241849416997
leaf_count=217 288 424 262 143 141 169 954 324 145 66 162 351 147 117
internal_value=0 9.3298e-05 0.000224844 6.25869e-05 0.000283785 5.41843e-05 0.000433858 -0.00129835 4.70949e-05 0.00077581 0.00167882 -0.000580105 -0.00110219 -0.0019043
internal_weight=0 0.0194023 0.0180586 0.0166611 0.0150724 0.013516 0.0105535 0.0029625 0.0089133 0.00412299 0.00301699 0.00479031 0.00376993 0.00275377
internal_count=3910 3693 3269 2981 2719 2576 2083 493 1942 373 307 1569 1218 1071
is_linear=0
shrinkage=0.00718087


Tree=1959
num_leaves=26
num_cat=0
split_feature=14 1213 1456 52 157 38 13 12 2 16 1 15 130 0 51 43 48 52 2 1 48 2 4 43 0
split_gain=0.000510384 0.000450343 0.00036433 0.000251387 0.000363871 0.000261224 0.000396312 0.000302953 0.000462405 0.000345532 0.000327306 0.000313534 0.000260745 0.000359003 0.0002779 0.000239192 0.000186253 0.000175241 0.000386419 0.000288584 0.000223616 0.000283267 0.000314737 0.000121449 6.09652e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 1.0000000180025095e-35 -0.010384999999999998 0.092365000000000017 0.106035 0.13514000000000004 0.099115000000000023 -1.0000000180025095e-35 -0.0015749999999999998 -0.017269999999999997 -0.032189999999999989 -0.18906999999999999 0.084500000000000006 0.089785000000000018 0.11230000000000001 0.10031000000000002 0.088985000000000009 0.086650000000000019 0.05309500000000001 -0.0037249999999999996 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 24 6 7 10 9 -9 11 16 -8 14 -14 -15 -6 18 19 20 21 22 -16 -13 -5
right_child=-2 2 3 4 5 -7 12 8 -10 -11 -12 23 13 15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00091635551855103175 -0.0010908191639612157 -0.00083918704315229286 -0.00066397099705295143 0.0010793468262911582 -0.00063359195106316136 -0.00066948591407076259 -0.00062434717967124948 -0.00023023619207641069 -0.00074513478347809669 0.0010117787700845949 0.0011763883942948155 0.00034525676161490721 -0.00074956129634534728 0.0011827921535603832 -0.00070704622516531252 0.00012141237669450279 0.00034276721922138601 0.00046469846861168352 -0.00097055883772788516 0.00070073104104007825 -0.00077905235532605593 0.00063132263336718902 0.00037409782913302693 0.0010491207238324737 0.00051100089815139728
leaf_weight=0.0013115413847479681 0.0011402774899718074 0.0011562053960886198 0.0011193312988088946 0.0010262886727900877 0.0010007302035871194 0.0012018521503965171 0.0018837964228982365 0.0011302698134149636 0.0014263636176278793 0.0012924412816489594 0.0017799202292778996 0.0012177527934374988 0.001503100500457045 0.0010757488313499763 0.0017080115787320715 0.001219489217340255 0.0011085595397113401 0.0018384345023996504 0.0011658232020541615 0.0014524140978422473 0.0011109646339381163 0.0014759133764689486 0.0012592044389521106 0.0014404893768993395 0.0010061433012476242
leaf_count=578 126 312 290 36 186 77 171 262 104 28 296 211 85 17 112 94 117 117 73 77 37 92 15 110 287
internal_value=0 2.57035e-05 6.48041e-05 9.9137e-05 0.000128266 7.83904e-05 0.000112843 0.000361283 -4.00032e-06 0.00043234 0.000576023 0.000351882 -5.17489e-05 2.63632e-05 -9.17499e-05 0.000618868 -0.000120456 7.01942e-06 -9.59393e-05 4.95899e-05 -0.000120686 4.3933e-05 -0.000248239 0.000726677 0.000797991
internal_weight=0 0.0329108 0.0315992 0.030443 0.0293237 0.0272913 0.0260894 0.0103965 0.00384907 0.00242271 0.00654745 0.00476753 0.0156929 0.0138091 0.0115139 0.00229524 0.00210929 0.0100108 0.00817233 0.00700651 0.00555409 0.00444313 0.00296722 0.00265824 0.00203243
internal_count=3910 3784 3206 2894 2604 2281 2204 1314 394 290 920 624 890 719 608 111 303 523 406 333 256 219 127 321 323
is_linear=0
shrinkage=0.0016407


Tree=1960
num_leaves=23
num_cat=0
split_feature=14 1213 1456 13 132 52 52 39 52 12 47 50 52 0 42 13 16 2 2 52 15 2
split_gain=0.000504931 0.000391374 0.00026029 0.000212819 0.000295783 0.00028669 0.000247675 0.000339256 0.000222729 0.000218698 0.000224345 0.000247906 0.000227325 0.000247426 0.000313847 0.000292091 0.000231964 0.000193703 0.000269839 0.000179999 0.000168621 0.000117863
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 0.10062000000000001 -0.27466499999999994 0.084535000000000013 -0.081429999999999989 0.10058500000000002 0.096475000000000019 0.081160000000000024 -0.07125999999999999 -0.099864999999999995 0.088465000000000002 0.0015650000000000002 -0.057604999999999996 0.097940000000000013 0.1178 -0.092854999999999979 -0.042544999999999993 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 17 -5 8 19 10 11 12 -10 16 15 -15 21 20 -19 -8 -4 -14
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00087207383170110492 -0.0011363386394829232 -0.00072398441590311056 -0.00025642123153642263 -0.00060253827363793383 0.00067650085139802979 -0.00024331112652403728 -7.8264705687513262e-05 0.0007635933729281723 -0.00062750867570211225 -0.00070108060521707424 -0.00072511632592747136 -0.00073569589522381844 -0.00026030282545836216 -0.00081199085513461509 0.00046261348125757335 0.00020357637310046585 0.00090760176564132591 0.0014396576994311439 0.00030418046046636819 0.00082818292689919326 0.00060757389895332999 0.00041451079763556918
leaf_weight=0.0012304512824714417 0.0010174425696837788 0.0010693848294799626 0.0010235711357010277 0.0018672363869599124 0.0015878653745570867 0.0015721714802789943 0.0010449931615685859 0.0014334868663222261 0.0010356489952583177 0.0015358216899715735 0.0011810913190145053 0.0010431542241038485 0.0010892123716452762 0.0018041137582364315 0.0017060586183148541 0.0012339120379716295 0.0016916433739240198 0.0011412039424609777 0.0010304677599033418 0.0012386912969042296 0.001362312805383791 0.0017386622140510288
leaf_count=578 126 312 81 307 232 98 155 288 25 214 99 259 24 341 236 86 34 67 112 69 79 88
internal_value=0 1.60874e-05 5.45261e-05 8.49532e-05 8.72885e-06 0.000348972 -4.52493e-05 1.32881e-05 -5.25231e-05 -0.000128204 -5.79492e-05 1.15233e-05 8.7205e-05 0.000167108 -8.94762e-05 -0.000399512 0.000436442 0.000553286 0.000900869 0.000413401 0.00023691 0.000154593
internal_weight=0 0.0296612 0.0284307 0.0273613 0.0212316 0.00612973 0.0196437 0.0177765 0.016343 0.0140593 0.0125235 0.0113424 0.0102993 0.0092636 0.00474408 0.00303803 0.00451952 0.00455756 0.00217167 0.00228368 0.00238588 0.00282787
internal_count=3910 3784 3206 2894 2457 437 2225 1918 1630 1406 1192 1093 834 809 663 427 146 339 179 224 160 112
is_linear=0
shrinkage=0.00160853


Tree=1961
num_leaves=24
num_cat=0
split_feature=1213 1456 480 50 128 52 16 133 52 15 12 13 1 1 43 0 16 13 15 0 52 3 15
split_gain=0.000484922 0.000395925 0.000260023 0.000245435 0.000279355 0.000194461 0.000245447 0.000571224 0.00032921 0.000445968 0.000263014 0.000288406 0.000235354 0.000262464 0.000302686 0.000459769 0.000245361 0.000278175 0.000149884 0.000160348 0.000237556 0.000102287 6.46724e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 0.10030500000000002 0.086435000000000012 -0.42985499999999993 -0.014099999999999998 0.099765000000000006 0.090640000000000012 0.088190000000000004 0.092365000000000017 -0.015744999999999999 0.13501500000000002 0.11198000000000001 -0.071899999999999978 -0.071924999999999989 0.041215000000000009 -0.078759999999999983 -0.10312999999999999 -0.10209999999999998 -0.068164999999999989 -0.082304999999999975 0.097255000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 12 9 10 11 21 13 14 15 -8 -16 -18 -13 20 -20 -7 -11
right_child=1 2 -4 -5 -6 6 7 -9 -10 22 -12 18 -14 -15 16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.0009523851947059427 -0.00086374844917576333 -0.00058857899413039777 -0.00072395499381499272 0.00071024661922281483 -0.00074512212105999718 0.00085936177242388863 1.9672493109345282e-05 -0.00076661662634940932 -0.00063696059875932847 0.0010199044118727467 -0.00067053452430287453 -0.00061003925729660692 -0.00020663228695319487 0.0011743357899132248 0.0005901405878597759 0.0012920450185324481 0.00031817170894706133 -0.00086463822429426148 0.00016558391064985716 0.00037785900485191577 -0.00069861645233640064 0.00023025114564127904 0.00045742167533410977
leaf_weight=0.0013667032784063218 0.0012411681698101243 0.0010510606169224215 0.0010474435977416005 0.0015704768166410745 0.0010807336797594705 0.001105557518547795 0.0012326607879553659 0.0011401421419878757 0.0019175319728506049 0.0011096005010771135 0.0015402631442604795 0.0013769232662538518 0.0012570994684997791 0.0014009071437034171 0.0014603528368889503 0.0018192822259719132 0.0010311266196367797 0.0010266898234485566 0.0018428763313664831 0.0017785814777368106 0.0014870890904665731 0.001692201906688535 0.0010105464564951205
leaf_count=592 332 259 257 264 151 88 248 72 323 105 137 88 60 81 117 95 27 90 34 150 57 239 44
internal_value=0 2.64977e-05 6.33548e-05 9.18586e-05 5.63644e-05 8.9324e-05 0.000117566 0.00030751 -1.49539e-05 7.71931e-05 -5.4952e-05 4.71847e-05 0.000440219 0.000542233 0.000407454 0.000778142 8.58894e-05 -0.000271958 -0.000139031 -1.2078e-05 -0.000220349 0.000478849 0.000751803
internal_weight=0 0.0312203 0.0299791 0.0289317 0.0273612 0.0262805 0.0252294 0.0103683 0.0148612 0.0129436 0.0108235 0.00928323 0.00922812 0.00797102 0.00657011 0.00305194 0.00351817 0.00205782 0.00648547 0.00510855 0.00332997 0.00279776 0.00212015
internal_count=3910 3318 2986 2729 2465 2314 2055 790 1265 942 793 656 718 658 577 343 234 117 329 241 91 327 149
is_linear=0
shrinkage=0.00160853


Tree=1962
num_leaves=26
num_cat=0
split_feature=14 1213 1456 1374 11 376 376 4 3 4 4 0 3 15 1 4 150 15 0 4 3 0 13 0 52
split_gain=0.000518351 0.000512472 0.000302437 0.000200503 0.00021728 0.000215608 0.000464158 0.000198557 0.000482584 0.000227869 0.000243974 0.000285382 0.000382333 0.000401486 0.000335732 0.00033073 0.000314998 0.000203681 0.000526185 0.000392053 0.000182579 0.000169207 0.000158905 0.000119961 8.30098e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 0.11339000000000002 0.048375000000000008 -0.49837999999999999 -0.15121499999999996 -0.41745999999999994 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 0.083935000000000023 1.0000000180025095e-35 -1.0000000180025095e-35 0.090145000000000017 -0.10071499999999999 -0.10462499999999998 0.26048500000000002 -0.076539999999999983 -0.083424999999999985 -0.034809999999999987 -0.087614999999999985 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 -10 -11 12 -12 14 20 24 17 18 19 -17 -14 23 -13 -15 -16
right_child=-2 2 3 4 -6 -7 -8 8 9 10 11 22 13 21 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00084476916596909458 -0.0010061666219325389 -0.00068000103133587331 -0.00042162328163762548 -0.00039247671227759151 -0.00044158343035968057 -0.0004973166167897751 0.0010510196864185069 0.0010192503949679509 0.00073588500939904776 -0.000528117532686826 -0.00053465893986355854 0.00021473500153322187 -0.00014160083537905442 0.00044559346788714546 0.00033265894699766225 -0.0010162118734248671 0.00065895901969437772 -0.00068442581804001562 0.00082834768530569544 4.5337316455670929e-05 -0.00092005195097052874 0.00010450939759470646 0.00099551905610229278 0.0010902211927148208 0.00086734911728247616
leaf_weight=0.0013061498458690054 0.001009928849157792 0.0010674007667372037 0.001484335412218484 0.0013916835124571014 0.0013440961764246131 0.0010117354269049547 0.0011006058397501619 0.001192431057612387 0.0010590469718749695 0.0012557734624021244 0.0019446817629779475 0.0010276645600130231 0.0014404367138647735 0.0011288690190680573 0.0012119793630767928 0.0010492842990004192 0.0010583286879345399 0.0012027437319803713 0.0010437104678030218 0.0019500982689594215 0.001001622197194265 0.0011254527615642837 0.001016900588180168 0.0011354686687526372 0.001073773180492843
leaf_count=578 126 312 66 111 123 37 151 97 28 41 281 123 406 76 126 42 84 115 62 92 200 373 99 104 57
internal_value=0 1.34549e-05 5.16895e-05 7.93351e-05 0.000107116 0.000136126 0.00016238 0.000120422 0.000152988 0.000103149 6.90764e-05 0.00010981 4.81892e-05 0.000126783 -2.73033e-06 0.00012752 -3.79307e-05 -0.000178526 -2.803e-05 -0.000326028 -0.000460886 0.000548278 0.000603072 0.000768847 0.000583839
internal_weight=0 0.0306243 0.0293181 0.0282507 0.0267664 0.0254223 0.0244106 0.0233099 0.0219183 0.0207258 0.0196668 0.018411 0.0163664 0.0144218 0.011032 0.00858992 0.00630417 0.00524584 0.00404309 0.00299938 0.00244206 0.00338979 0.00204457 0.00226434 0.00228575
internal_count=3910 3784 3206 2894 2828 2705 2668 2517 2406 2309 2281 2240 2018 1737 1184 578 395 311 196 134 606 553 222 180 183
is_linear=0
shrinkage=0.00140032


Tree=1963
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 13 52 132 124 0 13 52 51 457 2 1374 48 48 133 42 0 15 16 2
split_gain=0.000561908 0.000424399 0.000288224 0.000370251 0.000340044 0.00054227 0.000326935 0.000342294 0.000243599 0.000432641 0.000373799 0.000304175 0.000258094 0.000209923 0.000184767 0.000374768 0.000347718 0.000274269 0.000227919 0.000246666 0.000216275 0.000158575 0.000117365
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 0.10062000000000001 0.079995000000000011 -0.048219999999999992 -0.053834999999999994 0.043015000000000005 0.098910000000000012 -0.088094999999999993 -0.066264999999999991 0.097940000000000013 -0.094679999999999986 0.016865000000000002 0.093845000000000012 0.084285000000000013 0.08401500000000002 -0.10071499999999999 -0.10312999999999999 -0.15168999999999996 0.11578500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 13 7 -6 11 -10 -11 -9 -13 21 -14 17 -17 18 19 20 -16 -4 -15
right_child=-2 2 3 -5 6 -7 -8 8 9 10 -12 12 14 22 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0007933705683504347 -0.0010636187247285191 -0.00065118792345300483 0.00079699228771979401 -0.00062885261769068262 0.00068500315400929609 -0.00030602240192209373 0.00065051955625781293 0.00073983458782677161 -0.0010179429198038182 -0.00045910642002909877 0.00065559923351407655 -0.00072297838315387407 -0.00045538517640786151 0.0013150596529358681 -0.00028077809788310584 0.00099740254903623649 3.683937580150312e-05 -0.00071587426648123359 0.00049747559240519634 -0.00063139995329857933 0.00042433748072449005 4.6260914964939847e-05 0.00063650531272397204
leaf_weight=0.001320496310774604 0.0010572905446323824 0.0011969435690348798 0.0010671262848194751 0.001495045407328365 0.0013664422551386444 0.0016306997673873891 0.0016709150602423886 0.0011412814390462664 0.0014676894101137384 0.0016818739241730996 0.0010292781518472793 0.0010904439076674941 0.001554963392671028 0.0011663579610328156 0.0018214470342972078 0.0015507176361302397 0.0016520411237232191 0.0012453811625694269 0.0016583496341400217 0.0014559732922820832 0.001872428188811167 0.0013561477310473071 0.0010091380229610702
leaf_count=578 126 312 51 123 222 98 221 160 185 90 22 156 55 54 49 68 118 417 181 355 63 98 108
internal_value=0 1.56118e-05 4.98721e-05 7.78583e-05 0.000114945 0.000415822 3.07421e-05 -1.95581e-05 -6.96438e-05 -0.000380821 -3.59128e-05 1.67988e-05 -4.25598e-05 0.000671784 1.53546e-05 8.03831e-05 0.000501927 -8.72569e-05 2.77322e-05 -0.000123534 7.66455e-05 0.000376857 0.0010003
internal_weight=0 0.0325012 0.0311807 0.0299837 0.0284887 0.00622947 0.0222592 0.0205883 0.0192219 0.00417884 0.00271115 0.015043 0.0139017 0.00459877 0.0128113 0.0112563 0.00320276 0.00805358 0.0068082 0.00514985 0.00369388 0.00242327 0.0021755
internal_count=3910 3784 3206 2894 2771 409 2362 2141 1919 297 112 1622 1462 311 1306 1251 186 1065 648 467 112 149 162
is_linear=0
shrinkage=0.00145689


Tree=1964
num_leaves=17
num_cat=0
split_feature=403 403 160 123 12 16 48 48 16 51 457 0 4 15 15 12
split_gain=6.80197e-05 0.000110082 0.000154442 0.000119952 0.000179678 0.000252357 0.000143001 0.000186155 0.000184168 0.000203645 0.000226585 0.00012913 0.000124841 0.000172094 0.000123084 7.96813e-05
threshold=0.09389500000000002 0.07955000000000001 -0.217635 1.0000000180025095e-35 -0.036459999999999992 0.41476000000000007 0.12675000000000003 0.097140000000000018 -0.15168999999999996 0.08955500000000001 0.082870000000000013 -0.11756999999999999 0.05309500000000001 -0.0039399999999999991 0.05377500000000001 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 11 10 12 -6 13 -10 -15 -13
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12 15 -14 14 -16 -17
leaf_value=-0.0029755209165375474 -0.0018899671369704953 0.0023241563026905961 -0.0032449165163956194 0.0023771215836826368 -0.00086690264106891119 0.0033327101882639587 -0.0030280523942895436 0.0029612788512382777 -0.0046535876175634178 -0.0038152101370459292 0.0024709442625996578 0.00078331614217479369 0.00092361612402493229 0.00037813429805295387 -0.0028822088157904216 0.003748709118478966
leaf_weight=0.001078561568928312 0.001151408709262918 0.0012984353981657639 0.001050798625324474 0.0013598412212017267 0.0011769894158783489 0.0014159950438398525 0.0010266913650845986 0.0012442661780596729 0.0010044921428971889 0.0012820896277919262 0.0014018752636690834 0.0010680683075717625 0.0014219187416076862 0.0018950606087511724 0.0011816707476013377 0.0012203484568693024
leaf_count=392 307 96 159 295 127 229 84 145 481 211 108 76 98 145 881 76
internal_value=0 9.13797e-05 -6.25938e-05 0.000114406 -7.3323e-05 0.000143941 -0.000180352 4.63484e-05 -0.000264911 -0.000913376 -0.000374577 0.0012671 -0.00109945 -0.00180429 -0.000874056 0.00236468
internal_weight=0 0.0201271 0.0188287 0.0177501 0.0163903 0.0153395 0.0139235 0.0128968 0.0116525 0.00818711 0.00690502 0.00346541 0.00550314 0.00408122 0.00307673 0.00228842
internal_count=3910 3603 3507 3115 2820 2661 2432 2348 2203 1924 1713 279 1605 1507 1026 152
is_linear=0
shrinkage=0.00792826


Tree=1965
num_leaves=16
num_cat=0
split_feature=42 393 1 475 43 40 133 3 43 3 12 2 1 4 1
split_gain=7.10668e-05 9.29832e-05 0.000194692 9.24939e-05 0.000107287 0.000211412 0.000160854 0.000174133 0.000126998 0.000177067 0.000149675 0.000106315 0.000182082 0.000154844 0.000217268
threshold=-1.0000000180025095e-35 0.084330000000000016 0.090355000000000005 -1.0000000180025095e-35 0.16180500000000003 -0.0068699999999999985 0.091545000000000015 -0.15327499999999997 -0.0031199999999999995 -0.078884999999999997 0.089995000000000006 0.086650000000000019 0.087075000000000014 0.0057500000000000008 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 -7 9 -9 11 -10 -13 -14 -15
right_child=3 -3 -4 4 -6 6 -8 8 10 -11 -12 12 13 14 -16
leaf_value=-0.0048483445348587112 -0.0015861696538668054 0.0010165592738336344 -3.7474402648928652e-05 0.003997247660750429 -0.0022156238120127096 0.0038697503936496055 -0.002774717001188115 -9.2639248962666948e-05 -0.0015101744144933569 0.0037459760855161387 -0.003328166392959621 0.0038949229199813475 -0.0022539252215088602 0.0035533675159835883 -0.0015077231749532334
leaf_weight=0.0010047360365580465 0.001832907372195213 0.0010262267440805939 0.0014618456620090481 0.001188250803802319 0.0010287616300946314 0.0010374294309187732 0.0011087467296114597 0.001909378471588315 0.0019957374133743565 0.0015340886095759195 0.0010188627302001596 0.0010522040047069581 0.0014261371982745574 0.0013142634448191082 0.0011054874049834379
leaf_count=734 555 182 144 285 95 136 426 459 211 222 126 70 111 68 86
internal_value=0 -0.00111168 -0.00199713 0.00020244 0.000410995 0.000594934 0.000295519 0.000570186 0.000268758 0.00161749 -0.000318187 0.000126668 0.000793603 -5.48936e-05 0.00124116
internal_weight=0 0.00349281 0.00246658 0.0175523 0.0157193 0.0146906 0.0135023 0.0123936 0.0113562 0.00344347 0.00791269 0.00689383 0.00489809 0.00384589 0.00241975
internal_count=3910 1060 878 2850 2295 2200 1915 1489 1353 681 672 546 335 265 154
is_linear=0
shrinkage=0.00841354


Tree=1966
num_leaves=16
num_cat=0
split_feature=484 52 52 3 1 52 160 133 151 133 2 1 16 2 133
split_gain=6.98098e-05 0.000102107 0.000137537 0.000211629 0.000234525 0.000106307 9.05295e-05 0.000129956 0.00018187 0.000162065 0.00011486 0.000188634 0.000100781 9.37822e-05 3.14389e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.082304999999999975 0.097480000000000011 -0.087094999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0008699999999999999 0.10599500000000002 0.083585000000000007 0.095155000000000017 -0.0090499999999999973 0.10571000000000001 -0.10260499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 12 14 -9 10 11 -10 -3 -12 -8
right_child=1 6 3 4 -6 -7 7 8 9 -11 13 -13 -14 -15 -16
leaf_value=-0.0013374942522992716 -0.00089018683488403967 -0.002838832905384862 0.0034165366755102007 -0.0022251528605041499 0.0024376220665212663 0.00044066897149818514 -0.00066433650050694239 -0.0020713304049284455 -0.0018139436491689835 -0.0015768170506534336 0.0027058223626236447 0.0016008792748856313 -0.00010274927666019017 0.00074767144557003301 -0.0022077488066479427
leaf_weight=0.0014416270574525982 0.001596825049475864 0.0010182040612430124 0.0012765044912909848 0.0010485688812095217 0.0014728330904919124 0.0013211483946162202 0.0010637126573685637 0.0010721693932236953 0.0011701787948891242 0.0010630208148742215 0.0019473714115156027 0.0013749869238778569 0.0010885720073688923 0.001877231146991544 0.0010012507442573705
leaf_count=612 369 428 183 126 252 63 308 120 93 358 124 107 197 155 415
internal_value=0 8.83703e-05 0.000711586 0.00121124 0.000478634 -0.000738922 -0.000241798 -5.94487e-06 0.000335609 0.000682806 0.0010599 3.08623e-05 -0.0014251 0.0017447 -0.0014127
internal_weight=0 0.0193926 0.00671588 0.00511905 0.00384255 0.00236972 0.0126767 0.0105699 0.00850496 0.00743279 0.00636977 0.00254517 0.00210678 0.0038246 0.00206496
internal_count=3910 3298 993 624 441 189 2305 1680 957 837 479 200 625 279 723
is_linear=0
shrinkage=0.00625138


Tree=1967
num_leaves=16
num_cat=0
split_feature=4 13 43 39 48 2 0 160 15 15 130 133 160 3 43
split_gain=6.99518e-05 0.000140861 0.000149498 0.000155278 0.000210364 0.000157735 0.000145026 0.000122443 0.000162062 0.000106507 0.000111162 0.000134219 0.000180613 0.000255934 0.000116294
threshold=-0.51381999999999983 -0.23438999999999996 -0.27619499999999997 0.005105000000000001 0.11930500000000001 0.11542500000000001 -0.10783 0.099550000000000013 -0.11739999999999999 -0.10071499999999999 -0.076219999999999996 -0.0056849999999999991 -1.0000000180025095e-35 -0.074234999999999982 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 7 -2 8 -4 -10 -11 -12 -13 14 -14
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 11 12 13 -15 -16
leaf_value=-0.0016162292716362856 -9.4589971386772443e-06 -0.0023293248262174961 -0.0019063141152107963 0.0019348604604149432 -0.0027722153696220536 0.002202176522777564 0.003367918267091265 -0.0021579244471265986 0.0019020159102744658 0.0020434301877925547 -0.002307994259651162 -0.0018042380023435749 0.00070557626481331762 -0.0011163331312622963 0.003277552409136623
leaf_weight=0.0010455951684180112 0.0010519352924719949 0.001152144502653051 0.0014991628348083657 0.0015985044528653873 0.0011531778742067686 0.0012719678037935176 0.0010164350623668569 0.0011287341190749237 0.0015106756470468765 0.0010079112184936548 0.001064250532720707 0.0014708934607278318 0.0014834316651274899 0.0018140430301431393 0.0013794941353385279
leaf_count=80 118 171 222 370 99 241 85 240 61 96 633 663 246 189 396
internal_value=0 7.64631e-05 -0.000109182 4.69585e-05 -0.000157172 6.40664e-05 0.00165025 -0.000155992 4.52264e-05 0.000345891 5.99064e-05 -0.000217296 0.000144623 0.000757534 0.00194488
internal_weight=0 0.0196028 0.0175344 0.0163822 0.0147837 0.0136306 0.00206837 0.0123586 0.0112299 0.0097307 0.00822002 0.00721211 0.00614786 0.00467697 0.00286293
internal_count=3910 3830 3627 3456 3086 2987 203 2746 2506 2284 2223 2127 1494 831 642
is_linear=0
shrinkage=0.00637641


Tree=1968
num_leaves=16
num_cat=0
split_feature=12 12 52 52 51 15 16 1 52 1 16 52 1 1 13
split_gain=6.67119e-05 8.1116e-05 0.000128861 0.000115768 0.000145856 0.000102928 0.000115019 0.000293197 0.000117216 0.000181816 0.000144961 0.000116222 0.000117816 9.36032e-05 5.40979e-05
threshold=0.11655500000000001 0.10333000000000002 -0.37613999999999997 -0.081429999999999989 -0.07742499999999998 -0.24219999999999997 -0.094359999999999986 0.095575000000000007 0.083750000000000005 0.086245000000000002 -0.52488999999999997 0.083750000000000005 0.090355000000000005 0.080320000000000016 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -5 -6 8 11 9 -7 -11 12 -8 -4 -13
right_child=-2 -3 3 4 5 6 7 -9 -10 10 -12 14 -14 -15 -16
leaf_value=-0.0022437238812524586 -0.0018068066435271302 0.0017906150685654625 5.7693217974628512e-05 -0.002785013299403311 0.0021864573282031016 0.001370443172336024 -0.0029869749794984488 0.0032788598178772137 -0.0028490208764846252 0.00019595657495089479 -0.0035479329026430161 -0.00028760574139067397 0.00026649721400492514 0.0025390138387846473 0.0017827832592259942
leaf_weight=0.0012739123403043657 0.0010118452862094901 0.0013378958517883842 0.0014854616407259094 0.0010113121589798478 0.001063963536741431 0.0017712223608896934 0.0012737139093513114 0.0014957964265171486 0.0012604047467378102 0.0010306239133949235 0.0011051202472256022 0.001381015393241411 0.0010446564501692124 0.0016599526770325335 0.0012307297935584827
leaf_count=362 187 266 230 236 236 186 472 192 228 114 91 583 133 275 119
internal_value=0 8.44383e-05 -4.17614e-05 0.00012507 -0.000160764 4.89132e-05 -0.000147258 0.000494138 -0.00094487 -0.000330583 -0.00174128 -0.000350746 -0.00152096 0.00136718 0.000688021
internal_weight=0 0.0194258 0.0180879 0.016814 0.0136686 0.0126572 0.0115933 0.00642591 0.00516737 0.00390697 0.00213574 0.00493012 0.00231837 0.00314541 0.00261175
internal_count=3910 3723 3457 3095 2590 2354 2118 1499 619 391 205 1307 605 505 702
is_linear=0
shrinkage=0.00718087


Tree=1969
num_leaves=15
num_cat=0
split_feature=484 50 51 0 48 40 1 13 52 0 3 3 0 1
split_gain=6.32166e-05 8.52874e-05 0.000106881 0.00011726 0.000142853 9.71829e-05 0.000113725 0.000146028 0.000152385 0.00017395 0.000216692 0.000195017 0.00013821 0.000134599
threshold=-0.0043499999999999988 0.10030500000000002 0.08955500000000001 -0.17106499999999999 0.086285000000000014 -1.0000000180025095e-35 0.12958500000000003 0.17936000000000002 0.10218500000000001 -0.077944999999999987 -0.089974999999999986 -0.088024999999999978 -0.10071499999999999 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 10 -7 -11 13 -12
right_child=1 -3 -4 5 -6 6 -8 -9 -10 11 12 -13 -14 -15
leaf_value=-0.0013667646519078386 0.0027351783347821699 0.0018930715411583229 -0.0015956866956481231 -0.0015852763503162125 -0.00023151012869656576 -0.0029156124504274208 0.0022278603283138821 -0.0023596372039399035 -0.0020926497386126292 0.0034656380253137876 0.0030567227653048664 4.0554770349548689e-05 -0.00095444522350465624 -7.819253102735154e-05
leaf_weight=0.0014024224844002451 0.0015461417673818837 0.0010915363484733506 0.0017069725370367208 0.0017190219195864784 0.0013277650704242028 0.0010577285954117156 0.0010135891892266167 0.0011229832671326998 0.0011464403584630434 0.0014917217916054458 0.0011986789939113516 0.0014358063058461648 0.0017862137298069718 0.0012124401040836119
leaf_count=612 119 292 235 342 62 296 127 115 348 184 84 324 716 54
internal_value=0 9.31576e-05 -1.74315e-05 0.000150332 0.00136455 -0.000114335 0.000106201 -9.95482e-05 0.00017251 0.000489876 -0.00023207 0.00178581 0.000444183 0.00148032
internal_weight=0 0.018857 0.0177655 0.0160585 0.00287391 0.0131846 0.0114656 0.010452 0.00932903 0.00818259 0.00525506 0.00292753 0.00419733 0.00241112
internal_count=3910 3298 3006 2771 181 2590 2248 2121 2006 1658 1150 508 854 138
is_linear=0
shrinkage=0.00663402


Tree=1970
num_leaves=24
num_cat=0
split_feature=14 1213 1456 1374 11 13 52 39 3 132 0 3 457 48 48 51 52 4 0 1 15 2 47
split_gain=0.000512612 0.000455072 0.000328035 0.000275903 0.000218365 0.000197835 0.000378603 0.000238026 0.000261179 0.000226304 0.000416393 0.000319848 0.000281641 0.000209951 0.000394394 0.000360097 0.000347069 0.000694776 0.000290666 0.000166825 0.00015202 0.000137865 9.46606e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 -0.091229999999999992 0.090640000000000012 0.005105000000000001 -0.010319999999999998 0.079995000000000011 -0.053834999999999994 -0.11266 -0.066264999999999991 0.016865000000000002 0.093845000000000012 -0.079404999999999989 0.071660000000000015 0.05309500000000001 -0.11524 0.08844500000000001 -0.10071499999999999 0.088895000000000016 0.077735000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 19 9 -9 10 12 -12 -7 15 -15 -14 17 -17 -19 -5 -20 -18 -21
right_child=-2 2 3 4 -6 7 -8 8 -10 -11 11 -13 13 14 -16 16 21 18 20 22 -22 -23 -24
leaf_value=-0.00086089194429435963 -0.0010537637197267501 -0.00073627217426208962 -0.00053134432328278336 0.00030446990139076842 -0.00045792532826482372 -0.00065871865113304861 -0.00014972452179331012 0.0010503049813605065 6.3572905644969873e-05 0.0006161809480836896 -9.4351482757792843e-06 -0.0010203748171197199 0.00089174999254116824 0.0010105326820848851 -5.0442039822082985e-05 -0.0014358772584139282 0.00057009265666058736 -0.00064064003443388504 0.00063194695221176884 0.001213661957647707 -0.0001492385279541721 -0.00010504004974582994 0.00060372326373257855
leaf_weight=0.0012558929482259914 0.0010316099619442345 0.0011129651585924652 0.0014932874185316072 0.001624473177930681 0.0013411248931065592 0.0010382756427954895 0.0018626675576165486 0.0011830044199037139 0.0012865521543964425 0.0014019914076106024 0.001370614279140453 0.0015124943372748006 0.001006032742873115 0.0016548362575269657 0.0015673868952077452 0.0010264944303902462 0.0019140045916182791 0.0011483292853693428 0.0013124300569238301 0.0012831713584816329 0.0010149289331699562 0.0010910303591018244 0.0010737922022889812
leaf_count=578 126 312 66 97 123 168 113 192 149 198 78 172 166 67 114 415 264 71 19 153 48 180 41
internal_value=0 3.25861e-05 7.08574e-05 0.000102704 0.000138148 0.000169655 0.000414319 9.64358e-05 0.000536252 3.27649e-05 -1.9477e-05 -0.00053978 9.79583e-05 0.000164904 0.000494442 4.01752e-05 -7.39432e-05 -0.000340205 -1.66143e-05 0.000678201 0.000291283 0.000324974 0.000935784
internal_weight=0 0.0305758 0.0293199 0.0282069 0.0267136 0.0253725 0.0058441 0.0195284 0.00246956 0.0170588 0.0156569 0.00288311 0.0127737 0.0117355 0.00322222 0.00851325 0.00750722 0.00450218 0.00347569 0.00398144 0.00232736 0.00300503 0.00235696
internal_count=3910 3784 3206 2894 2828 2705 404 2301 341 1960 1762 250 1512 1344 181 1163 997 553 138 291 67 444 194
is_linear=0
shrinkage=0.00151575


Tree=1971
num_leaves=17
num_cat=0
split_feature=41 158 50 42 3 156 457 43 3 0 13 48 3 1 48 13
split_gain=6.11097e-05 8.8105e-05 0.000122927 0.000113314 0.000199381 0.000109951 0.000122677 0.000102126 0.000431114 0.000122899 0.000336127 0.000126929 0.000131663 7.93464e-05 5.87381e-05 3.97006e-05
threshold=0.078535000000000008 0.084965000000000027 0.10119500000000002 -1.0000000180025095e-35 -0.11266 0.086765000000000023 -0.067474999999999993 -0.074254999999999988 -0.077894999999999978 -0.10071499999999999 -0.09547499999999999 0.086285000000000014 0.084925000000000014 1.0000000180025095e-35 0.096665000000000015 0.098990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 15 6 -6 8 -8 11 -11 12 -9 -1 -13 -5
right_child=-2 -3 -4 4 5 -7 7 9 -10 10 -12 14 -14 -15 -16 -17
leaf_value=-0.0017311032397524452 -0.0012934682380459964 -0.0015259141840947923 -0.0017118272133785841 0.0029185046579377574 -0.0014451796643048999 -0.001418219990833233 -0.00030116218566457258 0.00025861747328217495 0.0044043080904092478 0.0011949210309560236 -0.0031011189930289593 -0.001121847223713847 0.0028048756131279001 0.00011210670541831206 0.00074857484683234817 0.0013331947260126189
leaf_weight=0.0013583679947111486 0.0011161960911322813 0.00104891140867299 0.0010567876058410882 0.0010256468997810091 0.0010481395869608176 0.0011899719719889049 0.0015864450528400575 0.001232863292217167 0.0010291631912457654 0.0012450980600610846 0.0010994378608115358 0.0011562569061664973 0.0013795421206833636 0.0016683085697357936 0.0010070646638750125 0.0010003878934432553
leaf_count=642 195 396 439 126 140 335 244 48 219 90 545 37 105 222 57 70
internal_value=0 6.94595e-05 0.000161997 0.000278299 0.000493068 0.000215124 0.000395357 0.000593505 0.0015503 0.000242029 -0.000819648 0.000763235 0.00160323 -0.000715123 -0.000251132 0.00213573
internal_weight=0 0.0191324 0.0180835 0.0170267 0.014 0.011974 0.010784 0.00973587 0.00261561 0.00712026 0.00234454 0.00477573 0.00261241 0.00302668 0.00216332 0.00202603
internal_count=3910 3715 3319 2880 2016 1820 1485 1345 463 882 635 247 153 864 94 196
is_linear=0
shrinkage=0.00566207


Tree=1972
num_leaves=23
num_cat=0
split_feature=1213 1456 11 133 130 12 160 12 150 4 39 12 43 13 16 4 12 12 15 150 4 14
split_gain=0.000422709 0.000357463 0.000185739 0.000184359 0.000298588 0.000221361 0.000200603 0.000399002 0.000232185 0.000553203 0.000242732 0.000220901 0.000303135 0.000199409 0.000249091 0.000253646 0.000185464 0.00017291 0.000171293 0.000287876 0.000144914 0.000193536
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.085714999999999986 -0.0015749999999999998 0.086765000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 0.097470000000000015 0.10214500000000001 -0.17307499999999998 -0.070604999999999987 1.0000000180025095e-35 -0.0025899999999999994 0.084100000000000022 0.090385000000000007 -0.10071499999999999 0.10808000000000002 -0.060264999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 20 -8 10 11 12 -10 16 15 -15 -14 -18 -17 -20 -6 -22
right_child=1 2 -4 4 6 -7 8 -9 9 -11 -12 -13 13 14 -16 18 17 -19 19 -21 21 -23
leaf_value=-0.00085974310223054049 -0.00080044185053594922 -7.0649649700386827e-05 -0.0004748624283973161 -0.00065141209439775174 -0.0003524780555925188 0.00075551944150850734 -0.00048629115499696234 -0.0009620969230274513 0.00096253437386688398 0.00095588489047191013 -0.0005329311089426978 -0.00038028168409397179 0.00091494533186817239 0.00059102745493348936 -0.00066577840382617216 0.0003557500128295805 -0.00026286567581513306 0.00047941428939113871 -0.0008662246563543003 0.000201670849363957 -0.00016463383407779397 0.00073011789238788209
leaf_weight=0.0012192124044733124 0.0010902189869664803 0.0011436852106207476 0.0013526782534157558 0.0012704615742777361 0.0011780533308066721 0.0017290402140750435 0.0011348318829100803 0.0010970202609380912 0.0010727044209915019 0.0017979850745590423 0.0011890575562493186 0.0014383725978955189 0.0010793695171940065 0.0015999859215580755 0.0010514325235460587 0.0010766072915127656 0.0010537950918263483 0.0018105157504066938 0.0011220651010388502 0.0010254760591124068 0.0010130400373907777 0.0010397503210244343
leaf_count=592 332 147 143 207 78 264 105 551 45 245 41 109 133 241 175 23 138 120 62 13 61 85
internal_value=0 1.7002e-05 5.09187e-05 7.94548e-05 3.42282e-05 0.000426606 7.61472e-05 -0.000202945 0.000149564 0.000196673 9.57035e-05 0.000156325 0.000227188 0.000146855 -2.32376e-05 0.000116806 0.000400272 0.000206326 -0.000118527 -0.000356292 5.48221e-05 0.000288563
internal_weight=0 0.0273661 0.0262759 0.0249232 0.0220505 0.00287273 0.0207801 0.00432786 0.0164522 0.0153174 0.0135194 0.0123303 0.010892 0.00981925 0.00587557 0.00482413 0.00394368 0.00286431 0.00322415 0.00214754 0.00323084 0.00205279
internal_count=3910 3318 2986 2843 2432 411 2225 775 1450 1345 1100 1059 950 905 514 339 391 258 98 75 224 146
is_linear=0
shrinkage=0.00145689


Tree=1973
num_leaves=24
num_cat=0
split_feature=14 1213 1456 38 124 40 3 133 130 48 43 43 4 14 1 2 4 2 2 51 3 4 3
split_gain=0.000511531 0.000447571 0.000323516 0.000235577 0.000409909 0.000310866 0.000457068 0.000279276 0.000346225 0.000293098 0.00025005 0.000224061 0.000523054 0.00026356 0.000317365 0.000347455 0.000269222 0.000162724 0.000283364 0.000169615 0.00028892 0.000140152 0.000134712
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 -0.085714999999999986 -0.0015749999999999998 0.12649500000000002 0.0041500000000000009 -0.15109999999999998 -0.34687499999999999 -0.46637499999999993 0.10786000000000001 0.11125500000000001 -0.082054999999999975 0.10393500000000001 0.086545000000000025 0.089355000000000004 -0.08095999999999999 0.05309500000000001 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 10 -9 11 -7 22 -13 -14 16 -16 -15 18 21 20 -20 -18 -10
right_child=-2 2 3 -5 5 6 -8 8 9 -11 -12 12 13 14 15 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00092433830543897514 -0.0011071208538194213 -0.00076906076832020413 0.00088066009087355349 -0.00059229329420696242 -0.00063152505724801175 0.0010395419441926719 0.0010193273316443923 -0.00082070620827896248 0.00088333705539295866 -0.00071246452926895299 7.1817320044631212e-05 -0.00083234341307544097 -0.00061152985226515784 0.00070907631150187215 9.4190095225487195e-05 0.0012454693848775304 -0.00059088616406140367 -0.00059511281138583034 -0.00013323937879631777 -0.00024400141174747852 0.00086298796659115896 6.3885416016263894e-05 0.00012332890723028433
leaf_weight=0.0012090453149002913 0.0010427863280820784 0.0011398206014133763 0.0016472666102619942 0.0012121754360461387 0.0014838034735964586 0.0012866594978109607 0.0013063220743489692 0.0012123026934741368 0.0013308670628489061 0.0011786233938848581 0.0013721530507788404 0.0015696092241880193 0.0010993671457320007 0.0013899303190260054 0.0012741391657491727 0.0013349493616423846 0.0018261393418870162 0.0011357129168200475 0.0011363207538896353 0.0010018930864696129 0.0019950003134161015 0.0014653118036136448 0.0010279999762587934
leaf_count=578 126 312 262 88 131 110 136 160 81 69 229 174 25 128 87 62 373 187 271 67 179 41 34
internal_value=0 1.60214e-05 5.46581e-05 8.78503e-05 0.000118302 6.89132e-05 0.00011232 5.99794e-05 -3.92073e-06 4.88448e-05 0.000540121 9.98646e-05 2.98099e-05 0.000128885 0.000193696 0.000683246 6.53303e-05 -3.91934e-05 4.58427e-05 0.000320766 0.000501468 -0.00029939 0.000552124
internal_weight=0 0.0306354 0.0294264 0.0282865 0.0270744 0.0254271 0.0239433 0.022637 0.0199782 0.0187659 0.00265881 0.0175872 0.0152284 0.0136588 0.0125594 0.00260909 0.00995031 0.00856038 0.00742467 0.00413321 0.00313132 0.00329145 0.00235887
internal_count=3910 3784 3206 2894 2806 2544 2413 2277 1938 1778 339 1709 1594 1420 1395 149 1246 1118 931 517 450 414 115
is_linear=0
shrinkage=0.00157699


Tree=1974
num_leaves=17
num_cat=0
split_feature=1 4 52 52 51 12 4 0 151 4 16 4 43 13 42 1
split_gain=6.0929e-05 0.000134172 0.000131471 0.000150974 0.000125364 0.000114275 0.000109961 9.37911e-05 0.00022885 0.000129779 9.99349e-05 7.07104e-05 6.95853e-05 6.32349e-05 0.000106646 6.21443e-05
threshold=0.085835000000000009 -0.082054999999999975 -0.27466499999999994 -0.091329999999999981 -0.07174999999999998 0.083175000000000013 -0.49837999999999999 -0.23129999999999998 -0.024429999999999997 0.27223000000000003 -0.25582999999999995 -0.0025899999999999994 0.0016850000000000001 -0.097529999999999992 0.088465000000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -3 -1 -6 -9 10 -10 -12 -8 -7 -15 -13
right_child=2 5 3 4 7 13 12 8 9 -11 11 15 -14 14 -16 -17
leaf_value=-0.0010955789402849376 -0.0016567893644731748 -0.0026887974596549397 0.0025745074883289473 -0.0017791242627282562 -0.001219277045018197 0.00071390615038987952 0.00025847798173644096 0.0028765307724032802 -0.0018135035167250687 0.0018319610717127564 0.0011554317667724352 -0.0013902343340042619 0.0022318863784164455 -0.0025143957213802381 0.0001925878038548283 0.00062471022168931762
leaf_weight=0.0012043134563658742 0.0011647254652004382 0.0012229659418941091 0.0011031939895797408 0.0010061879349198563 0.0010590489068911272 0.0010107863387111022 0.0015215357804478783 0.0014111920701672456 0.0011357314221358593 0.0013849391356633269 0.0016514353778972375 0.0012292436622882603 0.0011199608534671057 0.0010161534207643432 0.0010880623132941136 0.0010039624422524818
leaf_count=75 199 198 176 113 73 88 465 238 52 280 424 71 85 850 439 84
internal_value=0 -0.000407963 0.000262746 0.000466273 0.000230911 -0.00113237 0.000409144 0.000458781 0.000686139 0.000203561 -0.000245656 0.000212727 0.00109518 -0.000521302 -0.00111465 -0.000484394
internal_weight=0 0.00818378 0.0121497 0.0109849 0.00988174 0.00433797 0.00384581 0.00887555 0.0078165 0.00640531 0.00502037 0.00388464 0.0026415 0.003115 0.00210422 0.00223321
internal_count=3910 2200 1710 1511 1335 1575 625 1222 1149 911 631 579 550 1377 1289 155
is_linear=0
shrinkage=0.00600863


Tree=1975
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 13 13 2 453 1374 0 39 150 3 457 133 43 16 0 3 130 1 4 1
split_gain=0.000421102 0.000388531 0.000335073 0.000246167 0.000250799 0.000391546 0.000255945 0.000245911 0.000199715 0.000302586 0.000239613 0.000280271 0.000212215 0.000195506 0.000361256 0.000307744 0.000556792 0.000198698 0.000191879 0.000249868 0.000519575 0.000145256 0.000110167
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.005105000000000001 0.08826500000000001 -0.005644999999999999 0.082870000000000013 0.084760000000000016 -0.074254999999999988 0.081265000000000018 -0.070894999999999986 0.084925000000000014 -0.070609999999999992 0.092385000000000009 0.035895000000000003 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 22 8 -6 -10 11 13 -12 14 15 17 18 -11 19 -17 -21 -8 -7
right_child=-2 2 3 -5 7 6 21 -9 9 10 12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00087444559744969102 -0.00099562569376388682 -0.00082778188194322969 -0.0004060979976204794 -0.0005623979074862711 -0.00050412401407689644 -0.00011979539473950114 0.0013883360397213844 -0.000731354208763169 0.00076629061686616393 7.1780620547343512e-05 0.0010121473045942831 -0.00083566497123050483 3.9936976440261565e-05 0.00067210117465142422 -0.00070807202001450591 0.00055821167491206913 -0.0011570345436995809 0.00084542689594761171 0.00050720752455688911 -0.0012270490699772857 0.00022508465898063619 0.00058849954682579648 0.00060308332942603975
leaf_weight=0.0012016589189491186 0.0010915285893012818 0.0010611221177981014 0.0011620843844095674 0.0014056920638840778 0.0013809119859704557 0.0010856532300368418 0.0012355049853387534 0.0010027419102498483 0.0017494682510834558 0.0015962770792963404 0.001197474382671912 0.0010044314670708413 0.0011282398733357393 0.0011746809948809398 0.0016747641320858072 0.0010208118520848852 0.0010862557003174234 0.0018595537794561801 0.0019592901895624237 0.0010925983795771199 0.0015305978493034278 0.0011200517552116263 0.0010963053170220186
leaf_count=576 135 310 52 123 61 102 81 75 77 222 221 126 109 77 626 64 146 91 50 325 91 95 75
internal_value=0 2.15806e-05 5.91958e-05 9.33422e-05 0.000128581 0.000426983 0.00064034 4.54467e-05 8.54836e-05 0.00013053 6.2399e-05 -1.70306e-05 0.000540513 4.62455e-05 -1.59518e-05 9.8301e-05 -0.000103056 0.000488073 0.000101269 -0.000116994 -0.00037975 0.00100802 0.000243408
internal_weight=0 0.0298262 0.0286245 0.0275634 0.0261577 0.0056996 0.00453752 0.0204581 0.0194554 0.0180744 0.016325 0.0139993 0.00232571 0.0129948 0.0118201 0.0101454 0.00668955 0.00345583 0.0056033 0.00364401 0.0026232 0.00235556 0.00218196
internal_count=3910 3775 3199 2889 2766 405 353 2361 2286 2225 2148 1818 330 1692 1615 989 676 313 530 480 416 176 177
is_linear=0
shrinkage=0.00160853


Tree=1976
num_leaves=24
num_cat=0
split_feature=1213 1456 11 480 50 47 47 2 4 3 0 16 2 160 151 52 13 3 16 12 52 2 4
split_gain=0.000498785 0.000390813 0.000277376 0.000263953 0.00029637 0.000194553 0.000208192 0.000182707 0.000240785 0.000421624 0.000371923 0.000423317 0.000213168 0.000220251 0.000199395 0.00024586 0.00037939 0.000239622 0.000217066 0.000360946 0.000249116 0.000384597 0.000180631
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.08456000000000001 0.10030500000000002 0.13206500000000002 0.10783500000000001 0.086545000000000025 -0.082509999999999986 -0.08824499999999999 -0.10131499999999999 -0.057604999999999996 0.087495000000000003 -0.085519999999999985 0.079335000000000017 0.11401500000000002 -0.094679999999999986 0.15165000000000003 0.22945500000000005 0.089995000000000006 -0.0041199999999999995 0.10137500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 -3 11 -10 -9 -14 15 16 17 -15 19 20 22 -22 -18
right_child=1 2 -4 -5 -6 -7 -8 12 10 -11 -12 -13 13 14 -16 -17 18 -19 -20 -21 21 -23 -24
leaf_value=-0.00089861886874329996 -0.00078489784911700154 -0.00031504755413455264 -0.00055575824669265182 -0.00063853328737034382 0.00074311372090936963 -0.00045284778421101994 0.00062878897149337373 0.00081223745503443065 -0.00049990676544827675 0.00096822907998263762 -0.00082651947385972994 0.00059626571302965161 0.0006234819325633879 0.0010115854421627855 0.0005560889481237909 -0.00064953063124242102 -0.00069235798744126482 0.00015962761140718567 0.0005027084796659396 -0.00093230957256171005 0.00085264462669498308 -0.00028161630641283 4.2284148838595546e-05
leaf_weight=0.0012915548847106098 0.001213679413334951 0.0011703121598600763 0.0014824227481656784 0.0010154973488544832 0.0015197375412229616 0.0013716404062780177 0.0015441751516843049 0.0010043775302099869 0.0016040107225738787 0.0010144982868073027 0.0017986244112193411 0.001400778084711396 0.0016322698538801103 0.0011927108124675243 0.0015003912821145429 0.0011441189766920887 0.0014911721909719698 0.0016987276272385915 0.0010617881888463909 0.0011928556177420169 0.0012685653690858228 0.0012694509688411237 0.0013567171650437082
leaf_count=592 332 120 143 253 257 39 105 87 70 94 475 27 187 57 80 63 155 101 208 253 60 102 50
internal_value=0 2.54524e-05 5.85282e-05 9.07602e-05 0.000117951 8.10076e-05 0.000111085 7.60249e-05 -0.000120153 0.000280831 -0.000302539 1.1109e-05 0.000162721 0.000118668 5.61335e-05 -8.1113e-06 6.15679e-05 0.000511058 -0.000108534 -0.000207187 -4.65883e-05 0.000285316 -0.000342379
internal_weight=0 0.0309485 0.0297348 0.0282524 0.0272369 0.0257172 0.0243455 0.0228014 0.00698822 0.00218481 0.00480341 0.00300479 0.0158131 0.0148088 0.0131765 0.0116761 0.010532 0.00289144 0.00764055 0.00657876 0.00538591 0.00253802 0.00284789
internal_count=3910 3318 2986 2843 2590 2333 2294 2189 786 214 572 97 1403 1316 1129 1049 986 158 828 620 367 162 205
is_linear=0
shrinkage=0.00145689


Tree=1977
num_leaves=16
num_cat=0
split_feature=11 4 16 49 52 2 43 150 0 13 0 16 43 4 49
split_gain=7.41913e-05 9.4169e-05 0.000104816 0.00013013 0.000130958 0.000270763 0.000184249 0.000152872 0.00018115 0.000148686 0.000121713 0.000173178 0.000126735 7.92673e-05 6.53825e-05
threshold=0.087830000000000005 0.28937500000000005 -0.38486499999999996 0.10447000000000002 0.11401500000000002 0.106285 0.054875000000000007 0.086420000000000011 -0.10575999999999998 0.17936000000000002 -0.084304999999999977 -0.083144999999999983 -0.08799499999999999 -0.0017649999999999999 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 13 10 -10 -12 -13 -4 -7
right_child=-2 -3 3 -5 -6 14 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.0015816088534868127 -0.0016950712925188388 0.0015545063461974494 0.00081690793924670717 0.0022846415226681536 -0.0020036011964347736 0.0012030810058216493 -0.0027043476194041536 -0.0019379600644683203 -0.0013281417731853943 -0.0024377766664537 0.0029279670233816942 0.001766422131510409 -0.0012003158151498812 0.0033649111398034062 0.003586185536670207
leaf_weight=0.0017892137323855693 0.0010869948941142063 0.0017485856193154561 0.001116419417892256 0.0011272549180144009 0.0013748504066729708 0.0010260874849575552 0.0012055253919361292 0.0014715511158664993 0.0015174722626367532 0.0010696767689930553 0.0012457711248626529 0.0010264464038972085 0.0016562515638458598 0.0010359394373686817 0.0010009204565603622
leaf_count=191 157 373 108 286 419 101 282 158 646 101 130 174 565 41 178
internal_value=0 8.59548e-05 -5.94243e-05 0.000112145 -5.39213e-05 0.000146535 -0.000252487 3.90242e-05 0.000374654 -0.000176555 0.000267588 0.00088398 -6.51908e-05 0.00204327 0.00237984
internal_weight=0 0.019412 0.0176634 0.0158742 0.0147469 0.0133721 0.0113451 0.0101395 0.00866798 0.00651562 0.00544594 0.00392847 0.0026827 0.00215236 0.00202701
internal_count=3910 3753 3380 3189 2903 2484 2205 1923 1765 1616 1515 869 739 149 279
is_linear=0
shrinkage=0.00663402


Tree=1978
num_leaves=16
num_cat=0
split_feature=403 11 3 52 16 52 39 13 2 3 150 13 4 0 1
split_gain=7.11641e-05 7.47812e-05 7.39624e-05 8.76487e-05 0.000117566 0.0001557 0.000153811 0.000192561 0.000260941 0.000212568 0.000138386 0.000148474 8.38762e-05 0.000213855 3.75339e-05
threshold=-1.0000000180025095e-35 0.080455000000000013 -0.14218999999999996 0.18936500000000003 0.3935300000000001 0.10433000000000002 0.005105000000000001 -0.094679999999999986 0.11230000000000001 0.094625000000000015 0.083935000000000023 0.0024700000000000004 -0.082509999999999986 -0.10071499999999999 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 14 9 10 11 12 -9 -14 -4
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0016464509413345878 0.0017612314115429616 -0.0013605182559650719 0.00087611485098463475 -0.0015249433995377178 -0.0015433700114060847 0.0024889727036917575 0.0023136026427583991 0.0020128337966911457 -0.0032639558310469307 0.0021973115703810128 -0.0026860358751057889 -0.0020811815976721003 0.0012782367662765085 -0.0023604946456268496 0.0025785643767423975
leaf_weight=0.0010617133694149549 0.0011932661029879768 0.0014066897873737929 0.0011924873178392739 0.0013173363894994827 0.0014433083228316693 0.0013695540102181556 0.0012818005938617797 0.0011020650818415467 0.001234286563641579 0.0014541828381777755 0.0010752771612779211 0.0012515222007099536 0.0018115398957636586 0.0010969722627616977 0.0010132975398993369
leaf_count=930 128 224 71 388 248 153 304 121 121 87 152 161 79 602 141
internal_value=0 8.32251e-05 0.000197084 8.49429e-05 0.000223317 0.000406986 0.000179119 -6.44768e-05 -0.000485471 -4.53223e-05 -0.00055992 -0.000125462 0.000484831 -9.41444e-05 0.00165819
internal_weight=0 0.0192436 0.0178369 0.0166436 0.0153263 0.013883 0.0125134 0.0112316 0.00902585 0.00779156 0.00633738 0.0052621 0.00401058 0.00290851 0.00220578
internal_count=3910 2980 2756 2628 2240 1992 1839 1535 1323 1202 1115 963 802 681 212
is_linear=0
shrinkage=0.00650394


Tree=1979
num_leaves=15
num_cat=0
split_feature=484 52 52 13 13 42 1 12 160 133 42 2 2 3
split_gain=6.36582e-05 9.38986e-05 0.0001261 0.000125251 0.000126575 0.0001161 6.64202e-05 8.95295e-05 0.000152158 0.000128456 0.00011442 0.000166138 0.000158591 3.25672e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.072349999999999984 -0.0010249999999999997 0.059170000000000007 0.085545000000000024 0.12730000000000002 0.10129000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088115000000000013 0.10796500000000002 0.087995000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -3 -10 11 12 13 -11
right_child=1 6 -4 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.001244576072558332 0.0023396289671119039 -0.0019385094432289036 0.0025938092110778634 -0.0015291708287141156 0.0010726394527487248 -0.00025008499740936118 0.0011896907535089362 -0.0017523671141765676 -0.0012663759347581131 -0.0011293824735048497 0.0018916457201658327 -0.0019811988305764149 0.002188435806496795 0.00035546771409305968
leaf_weight=0.0013946238881288311 0.0015106305339648365 0.0014638620434810493 0.0010342455081789595 0.0018029623518243526 0.0010791049198416447 0.0010660640736608745 0.0010926205354753549 0.0014551431132600401 0.0017760438766001186 0.0010275137953242048 0.0017085244374941411 0.0010893366906663399 0.0015036903693219916 0.0011087474256668527
leaf_count=612 269 509 114 182 183 245 206 270 633 174 269 86 130 28
internal_value=0 8.61186e-05 0.000670074 0.000305593 -0.000555 0.00126818 -0.000224023 -0.00036277 -0.00015383 0.000164233 0.000558905 7.74335e-05 0.000693525 -0.000358726
internal_weight=0 0.0187185 0.00649301 0.00545876 0.00288207 0.00257669 0.0122255 0.0111329 0.00967772 0.00821386 0.00643781 0.00472929 0.00363995 0.00213626
internal_count=3910 3298 993 879 365 514 2305 2099 1829 1320 687 418 332 202
is_linear=0
shrinkage=0.00600863


Tree=1980
num_leaves=23
num_cat=0
split_feature=14 1213 1456 52 157 14 130 3 1 48 43 2 47 0 3 15 15 12 2 48 0 52
split_gain=0.000529865 0.000537999 0.000357317 0.000315586 0.000311906 0.000278144 0.000236424 0.00030941 0.000228444 0.000402878 0.000357667 0.000304557 0.000287955 0.000249059 0.000257738 0.000409366 0.000230566 0.000179703 0.000209634 0.000374302 0.000330169 0.000116162
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.13131999999999996 -0.086274999999999991 -0.15464999999999998 0.099595000000000017 0.12862000000000004 -0.24333999999999997 0.106035 0.096475000000000019 -0.07773999999999999 -0.084129999999999996 0.090325000000000003 -0.050004999999999994 0.085250000000000006 0.086545000000000025 0.088120000000000018 -0.10209999999999998 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 11 10 -10 13 16 14 -9 17 -12 18 20 -20 -16 -15
right_child=-2 2 3 4 5 6 7 8 9 -11 12 -13 -14 21 15 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.00090484514278275745 -0.0010931715244799594 -0.00078855667936107287 -0.000696928076028701 0.00072165551894388957 -0.00046615358071784769 -0.00055511626638910059 0.00080714042192709225 -0.00069342350168648433 -0.00022609973314285234 -0.00044306870775871651 0.001453750987752549 -0.00056940419283447595 0.0002207012094689392 0.00022444707796910691 -0.00083470725266735456 0.00090247019532422744 0.00059154410218869766 -0.00062828746875046601 0.0008257433565168875 -0.00032224392910853034 0.00022467815478283151 0.00082127381402485107
leaf_weight=0.0013894159451221652 0.0010194302498740806 0.0010984234753068775 0.0011190905981976187 0.0018713315644438002 0.0019728918238083445 0.0011162387867302273 0.0015768036588187607 0.001213584157615741 0.001252939450509416 0.0012791234799731654 0.0013128311694189602 0.0018822176981212477 0.0018640258649275862 0.0019881056080337635 0.0012600904727019246 0.0011260878946105501 0.0015584549607666762 0.0011592876875770874 0.001517095385825673 0.0011450407332151968 0.0014579097439277313 0.0012023652660612116
leaf_count=578 126 312 290 323 108 104 99 346 18 67 254 176 81 196 30 126 137 279 56 37 66 101
internal_value=0 1.72225e-05 5.99642e-05 9.22419e-05 0.00012406 8.08574e-05 0.000125989 0.00015934 0.000111202 0.000329113 0.000494055 -2.30631e-06 0.000684605 8.61311e-05 -4.43885e-05 5.8365e-05 0.000985769 -8.69898e-05 2.96466e-05 0.00033197 -0.000266463 0.000449368
internal_weight=0 0.0313634 0.0299739 0.0288755 0.0277564 0.0258851 0.0239122 0.022796 0.0212192 0.00726737 0.00598825 0.0139518 0.00473531 0.0120696 0.0088791 0.00766551 0.00287129 0.00653942 0.00538014 0.00266214 0.002718 0.00319047
internal_count=3910 3784 3206 2894 2604 2281 2173 2069 1970 557 490 1413 472 1237 940 594 391 468 189 93 96 297
is_linear=0
shrinkage=0.00151575


Tree=1981
num_leaves=26
num_cat=0
split_feature=14 1213 1456 11 157 453 48 150 39 16 12 1 13 3 47 43 0 3 13 4 16 15 2 475 4
split_gain=0.000460116 0.000385929 0.00029806 0.000231012 0.000230553 0.000204905 0.000209126 0.00022749 0.000268184 0.000237986 0.000269991 0.000417227 0.000287941 0.0002973 0.000331314 0.000434067 0.000253942 0.000204991 0.000193777 0.000216836 0.000388186 0.000138811 0.000136629 0.000130299 2.35558e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.073574999999999988 1.0000000180025095e-35 0.091555000000000011 0.08882000000000001 -1.0000000180025095e-35 -0.083144999999999983 -1.0000000180025095e-35 0.10080500000000002 -0.11267999999999999 0.10223 0.09550500000000002 -0.15426499999999996 -0.089539999999999995 0.11265500000000002 0.15641500000000003 0.15927500000000003 -0.19424999999999998 -0.07142999999999998 0.084065000000000015 -0.075169999999999987 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 23 6 7 8 -6 18 11 -11 -12 14 15 -14 -17 21 19 20 -10 -8 -22 -4 -21
right_child=-2 2 3 -5 5 -7 17 -9 9 10 12 -13 13 -15 -16 16 -18 -19 -20 24 22 -23 -24 -25 -26
leaf_value=-0.00069854785795122254 -0.00088729237559372987 -0.00064421452810376086 0.00088735016094126148 -0.00044254393657840608 -0.00057968709442285946 -0.00046500667852011625 0.00028427931658120203 -0.00039564614655474126 -0.00044626404738610007 -0.00024008161325850009 0.00050309104823396142 0.00093352211487130637 0.00032824119461452518 -0.00089567686425531421 0.0005739725892806016 -0.00015258883840245981 -0.00097040593223518567 -4.0977109288595471e-05 -0.00022956362591525372 0.00090606928366632222 0.00084923565701754524 0.00084977607183813115 0.00025872173434418047 0.0002044800018044599 0.00061629484754638028
leaf_weight=0.0012820710539589433 0.0010349259691772019 0.0010644145249208833 0.0010113224660072279 0.0014515543594746374 0.0010279681800247692 0.0012178826912831999 0.0016545922453073819 0.0019582146575013301 0.0011322366883990131 0.0010046266645417044 0.0010898822632392459 0.0012093431554346668 0.0014012153503758472 0.0010613320987307162 0.0010193803961050518 0.0012823153164758534 0.0014836201472731613 0.0015797287267749205 0.0010251703316264127 0.0010263770474963074 0.0011249981507298517 0.0014985273648067112 0.0019232184209435066 0.0010134672135839176 0.0010065961187215797
leaf_count=578 126 312 213 123 55 83 182 172 32 59 33 89 85 36 61 70 669 77 62 29 125 57 231 176 175
internal_value=0 2.47481e-05 5.5385e-05 8.0884e-05 0.000108262 7.38458e-05 0.000100622 3.9801e-05 8.76563e-05 0.000128514 -1.09815e-05 0.000400979 -0.00013528 -0.000246638 -0.000113823 -0.000282074 -0.000591258 0.000354764 0.000312585 0.000402036 0.000226696 0.000553033 0.000476661 0.000545553 0.000762592
internal_weight=0 0.0315501 0.030268 0.0292036 0.027752 0.0257272 0.0245093 0.0197765 0.0178183 0.0167903 0.00955172 0.00221397 0.00733775 0.00624786 0.00518653 0.00416715 0.00276594 0.00473285 0.0072386 0.00621343 0.00418045 0.00315312 0.00304822 0.00202479 0.00203297
internal_count=3910 3784 3206 2894 2771 2382 2299 1983 1811 1756 1102 148 954 921 885 824 739 316 654 592 388 239 356 389 204
is_linear=0
shrinkage=0.00134594


Tree=1982
num_leaves=15
num_cat=0
split_feature=1 42 15 47 43 4 0 12 160 2 0 2 48 14
split_gain=6.37213e-05 0.00010627 0.000103167 0.0001543 9.75571e-05 0.000107554 0.000149761 0.000143522 0.000119249 0.000194025 9.5513e-05 0.000105273 0.000156429 0.000229046
threshold=0.10398500000000001 0.092145000000000019 -0.10312999999999999 0.085165000000000018 0.11352500000000001 -0.23071499999999998 -0.077944999999999987 0.086935000000000012 0.087260000000000018 0.084925000000000014 -0.035699999999999989 1.0000000180025095e-35 0.12738500000000003 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 -7 11 -2 13 -13
right_child=10 -3 3 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0018962876712928661 -0.0013265383441792068 -0.0020443117453127334 -0.0025740655859959483 0.0027671461546912818 0.0020349527185897255 -0.0013919417017204964 0.0019452706309280414 -0.0026722263021278854 -0.0018888308827460796 0.0024727464338532936 0.0022204210103337514 -0.00068413065097473801 -0.0015752261242766255 0.0036031176348835336
leaf_weight=0.0014375611070633594 0.0018236142281298946 0.0016537460367422258 0.0010480976479134464 0.0011179758734665987 0.0010045603782984783 0.0011907892757284213 0.0015564674806385652 0.0013797057976348802 0.0011885772281394757 0.001680387347496131 0.001463066209814976 0.001180031506662238 0.0010570159127651912 0.001542283701634433
leaf_count=266 235 591 143 114 151 314 296 648 121 379 226 87 74 265
internal_value=0 -0.000307239 -5.96823e-05 0.000200015 -0.00011716 -0.000385922 -5.81044e-05 -0.000631358 6.22307e-05 0.000869909 0.000553951 0.000118795 0.000816201 0.00174474
internal_weight=0 0.0132579 0.0116041 0.0101666 0.00904859 0.00804402 0.00699593 0.00543946 0.00405975 0.00287118 0.00706601 0.00560295 0.00377933 0.00272232
internal_count=3910 3023 2432 2166 2052 1901 1758 1462 814 693 887 661 426 352
is_linear=0
shrinkage=0.00732449


Tree=1983
num_leaves=15
num_cat=0
split_feature=133 132 42 47 50 4 160 2 51 15 49 52 1 52
split_gain=6.58613e-05 7.67039e-05 0.000129287 0.000148709 0.000164299 0.000159615 0.000347782 0.000156762 0.000141861 0.000141413 0.000138791 0.000248233 9.18031e-05 5.48635e-05
threshold=0.10681500000000001 0.080815000000000012 -0.089744999999999978 0.087850000000000025 0.086465000000000014 0.0057500000000000008 0.087825000000000014 0.091025000000000009 -0.0093849999999999992 -0.10469999999999999 -0.0090499999999999973 0.071660000000000015 0.092550000000000007 0.092885000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -7 -4 -5 -10 -12 -9 -13
right_child=-2 -3 3 9 -6 7 -8 12 10 -11 11 13 -14 -15
leaf_value=-0.0017609313286984958 -0.0014403609269089753 0.0016703108759633406 -0.0011835022374372241 -0.0025045982795447166 -0.0015851586331814278 0.0037958987015322639 -0.0029605872811746398 -0.000244813041718003 0.003064590681150497 0.00012590627074040469 -0.001911893694494682 0.0028649943744031678 0.0019487193595752173 0.00091381693031958116
leaf_weight=0.0015756613819338126 0.0012224623799644138 0.001166946387420857 0.0011995156785677384 0.0014925144551791864 0.0014131810454797349 0.0010821045098387133 0.0012202335238824663 0.0013864395201545199 0.0012807823559966014 0.0018745288710924337 0.0010900014803975743 0.0010357067182580892 0.0017611705441945586 0.0013492039476293155
leaf_count=329 545 289 341 174 392 176 174 179 129 215 245 251 221 250
internal_value=0 8.67254e-05 -1.73202e-05 0.000152422 0.000465672 0.000719785 0.000140631 0.00170228 0.000776076 -0.00104012 0.00127034 0.000609009 0.000982526 0.00176116
internal_weight=0 0.018928 0.017761 0.0161854 0.0128183 0.0114052 0.00717544 0.00422971 0.00595521 0.00336704 0.00475569 0.00347491 0.00314761 0.00238491
internal_count=3910 3365 3076 2747 2358 1966 1390 576 1216 389 875 746 400 501
is_linear=0
shrinkage=0.00637641


Tree=1984
num_leaves=16
num_cat=0
split_feature=403 11 403 42 4 4 1 43 4 2 13 0 1 4 12
split_gain=6.6976e-05 6.93508e-05 6.18474e-05 9.6885e-05 8.6176e-05 0.000164738 0.00016609 0.00010727 0.000187632 0.000142936 0.000127399 0.000126297 0.000160813 0.000107318 9.0961e-05
threshold=-1.0000000180025095e-35 0.080455000000000013 0.09389500000000002 0.098285000000000011 0.053925000000000008 0.25367000000000006 0.11198000000000001 -0.083094999999999988 -0.34687499999999999 0.099015000000000006 -0.0043499999999999988 -0.10209999999999998 0.086720000000000005 -0.084009999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 14 -7 13 -9 10 -10 12 -12 -2 -6
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0015785447942531497 0.0030663739588941549 -0.0013002001490403467 -0.0012816983424528815 0.0018142561366274283 -0.00047558901489523403 -0.0010794132612270745 0.0023990805400380751 -0.001955841068189434 -0.0017129782055945427 0.0022858310624279442 0.0016667901578806348 0.0022048095213646037 -0.0016211426397211137 0.00030219201870578373 -0.0029840960429832865
leaf_weight=0.0010423950002345873 0.0011325385335844984 0.0013696353480524412 0.0010895137893154041 0.0015316403296959822 0.0011353982986337377 0.0011266620023227536 0.0011059344925252197 0.0014662475743694153 0.0012510362744097333 0.0015137700660045883 0.0010522316859278291 0.0013443413721413201 0.0014224456291493937 0.001151910051592168 0.0012184458403738385
leaf_count=930 96 224 305 275 66 110 195 137 523 202 60 99 52 460 176
internal_value=0 8.16926e-05 0.000189587 0.000287017 0.000130246 -0.000597163 0.000643686 0.000453068 0.000107 0.000566404 5.30331e-05 0.000631544 -0.000223115 0.00167256 -0.00177409
internal_weight=0 0.0189118 0.0175421 0.0164526 0.014921 0.00458644 0.0022326 0.0103345 0.00805007 0.00658383 0.00507005 0.00381902 0.00247468 0.00228445 0.00235384
internal_count=3910 2980 2756 2451 2176 547 305 1629 1073 936 734 211 112 556 242
is_linear=0
shrinkage=0.00637641


Tree=1985
num_leaves=26
num_cat=0
split_feature=14 1213 1456 11 3 38 124 40 13 52 4 42 3 403 16 43 2 157 1 1 16 2 12 13 4
split_gain=0.000511913 0.000471599 0.000331211 0.000260415 0.000243116 0.000270975 0.000545845 0.000369845 0.000464425 0.000238997 0.000233364 0.00026908 0.000357379 0.000300956 0.000231204 0.000195715 0.000199609 0.000227481 0.00022886 0.00019185 0.000272165 0.000287145 0.000111846 9.84868e-05 7.22891e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.094679999999999986 0.083750000000000005 -0.23071499999999998 -0.088669999999999985 -0.084129999999999996 0.03138500000000001 -0.50763499999999995 -0.082884999999999986 0.11578500000000001 -0.07686999999999998 0.11052000000000002 0.094695000000000015 -0.090809999999999988 0.088485000000000022 0.08870500000000002 0.10534500000000001 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 23 6 -6 -8 9 22 -10 13 -13 -12 -14 -16 17 -17 19 20 21 -19 -9 -4 -22
right_child=-2 2 3 -5 5 -7 7 8 10 -11 11 12 14 -15 15 16 -18 18 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.00087039597160689156 -0.0010854393344375032 -0.00075648145026478047 0.00097716304398713237 -0.00054570778017350489 0.00097282284870050975 -0.00070253558053884617 -0.00073226743122596703 0.0011943451141906104 -0.00053674853813776555 5.0290840550010706e-05 7.8813754653718387e-05 -0.00065233303347201461 -0.00056399525456633565 0.0011469118644443115 0.0006923610770088334 0.00065790276119489252 0.00070769987008726298 -0.00032305063778394021 -0.00075928816362248145 0.00048125361625569823 -0.00085796091412622952 0.00078150245058025963 0.00051582891380466049 0.00029572089698457708 -0.00027680213201784954
leaf_weight=0.0013735847418014221 0.001043064338948684 0.0011533095686502631 0.0010172088682218012 0.0014692743731821159 0.0016485917892467136 0.0010123132494748157 0.0013534254997156448 0.0013243838154360357 0.0017508829463155273 0.0012041683198751318 0.0015575644642491218 0.0018980934642169782 0.001223416791336967 0.0010595167904701164 0.0013642020629688308 0.0010329743989157831 0.0010198980838393998 0.0011685989841434498 0.0011212597055435536 0.001493206624963328 0.0010329856895142401 0.0010848332913962477 0.001034155325007724 0.0010106601148436312 0.0010136367186426853
leaf_count=578 126 312 100 123 259 72 125 112 110 86 171 473 70 55 124 100 111 64 59 98 373 78 45 41 45
internal_value=0 1.54954e-05 5.59914e-05 8.842e-05 0.000122392 8.12604e-05 0.000113798 5.15129e-05 0.00010112 0.000610709 -7.54641e-07 5.76431e-05 -3.05948e-05 0.00051123 7.15356e-05 0.000146792 6.37951e-05 -1.88369e-05 -0.000119936 3.80721e-06 -0.000161987 0.000208696 0.000896834 0.000637542 -0.000570129
internal_weight=0 0.0314221 0.0300486 0.0288953 0.027426 0.0253981 0.0243858 0.0227372 0.0213838 0.00356271 0.0178211 0.0160702 0.0134531 0.00261708 0.011555 0.0103316 0.00896739 0.0079475 0.00691452 0.00579326 0.00430005 0.00225343 0.00235854 0.00202787 0.00204662
internal_count=3910 3784 3206 2894 2771 2630 2558 2299 2174 243 1931 1821 1595 226 1122 1052 928 817 717 658 560 142 157 141 418
is_linear=0
shrinkage=0.00154607


Tree=1986
num_leaves=25
num_cat=0
split_feature=14 1213 1456 52 157 38 124 40 13 48 16 0 1186 4 160 1 16 151 12 4 43 16 15 1429
split_gain=0.000480574 0.000417285 0.00035411 0.000351768 0.000317482 0.000212637 0.000415963 0.000332618 0.000345512 0.000313733 0.000273032 0.000474667 0.000251826 0.000209482 0.000318011 0.00049225 0.000297955 0.000315772 0.000285394 0.000444489 0.000205913 0.000202519 0.000124222 0.000104659
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.094679999999999986 0.092065000000000022 0.24895000000000003 0.12500000000000003 0.083785000000000012 -0.084009999999999987 0.031805000000000007 0.079355000000000023 -0.055679999999999993 -0.0008699999999999999 0.085185000000000025 0.0057500000000000008 0.054875000000000007 -0.10064999999999998 0.079360000000000014 0.079110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 23 6 -6 -8 9 20 11 12 13 22 15 -15 17 -17 19 -16 -9 -19 -10 -5
right_child=-2 2 3 4 5 -7 7 8 10 -11 -12 -13 -14 14 18 16 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=-0.0009929741445523371 -0.0011518316648063364 -0.00093926539789609433 -0.00092679953537846179 0.00018563347618788848 0.00073937840743169641 -0.00071732934314199144 -0.00080883866791385496 0.00024673654753606537 0.00060553023284575956 -0.0003495890230045016 0.00038379496636361144 -0.0012155704519615043 0.00055493578631372442 -0.0011548887404589847 -0.00069843838006794523 -0.00077180330250608263 -0.00079598846015267646 0.00052879458051090895 0.00077085661308589867 0.00052033289511006526 0.0010763549280078625 -0.00023856593305849835 -0.000120824198559128 0.00089094661574857408
leaf_weight=0.0013639060852306114 0.0012012103947385824 0.0012097350768569435 0.0011438828402619275 0.001001521708208968 0.001444257758382631 0.0012591340137693132 0.0015449588998017729 0.0016255112527359386 0.001071079700281522 0.0011264627675406924 0.001991360303417177 0.0010749740699029777 0.0011143480016579952 0.001895056125403069 0.0016707471739885174 0.0010681093237363548 0.0017369766116248631 0.0018834539260976363 0.0010269380719234722 0.0012507337303349075 0.0012768734870224341 0.0014588719770187719 0.0011859901572025267 0.0010100475044502455
leaf_count=578 126 312 290 166 231 77 117 112 44 69 113 37 62 495 62 70 161 91 101 27 79 144 189 157
internal_value=0 -0.000155979 -0.000119238 -8.60169e-05 -5.25265e-05 -9.71413e-05 -6.64536e-05 -0.000114942 -6.72051e-05 0.000342938 -0.00015687 -0.000222371 -0.000152872 -0.00020823 -0.000289564 -0.000465981 -0.000253613 -4.00068e-05 6.97763e-05 -0.000176662 0.000611718 0.000193854 0.000223863 0.000539785
internal_weight=0 0.0324349 0.031071 0.0298613 0.0287174 0.0267058 0.0254467 0.0240024 0.0224575 0.00402885 0.0184286 0.0164373 0.0153623 0.014248 0.0119909 0.00804247 0.00614741 0.00441044 0.00394842 0.00292148 0.00290238 0.00334233 0.00225707 0.00201157
internal_count=3910 3784 3206 2894 2604 2281 2204 1973 1856 260 1596 1483 1446 1384 1151 961 466 305 190 89 191 235 233 323
is_linear=0
shrinkage=0.00154607


Tree=1987
num_leaves=26
num_cat=0
split_feature=14 1213 1456 453 38 124 13 132 0 0 150 48 15 42 15 12 1 4 0 160 0 2 0 43 52
split_gain=0.000641468 0.000552353 0.000324585 0.000264472 0.000310335 0.000444383 0.000314175 0.000257839 0.000318068 0.000245396 0.00036868 0.00034245 0.000225495 0.000203112 0.00041555 0.000390705 0.000356424 0.000488965 0.000300601 0.000231323 0.000188639 0.000174627 0.000154732 8.03329e-05 5.21586e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.094679999999999986 0.079995000000000011 0.12007500000000002 -0.230625 0.090965000000000004 0.092930000000000013 -0.042544999999999993 0.088235000000000022 0.085285000000000014 0.092365000000000017 0.11235500000000002 -0.0025899999999999994 -0.10209999999999998 -1.0000000180025095e-35 -0.097664999999999988 0.106035 -0.082604999999999998 0.056750000000000009 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 12 8 9 11 13 -8 -7 14 16 -15 17 22 -19 -18 -20 23 24 -14 -11
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 -12 -13 21 15 -16 -17 19 18 20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00095723574579064698 -0.0011092481773165648 -0.00074125239950503243 0.00096921642336868187 -0.00058038569308258828 -0.00063429706696667952 3.6624966167145394e-05 0.0011554384641954036 0.00064888589928129568 -0.00070924256347430173 0.00083621776789697961 -0.00069066537220365855 -8.4950467559793608e-05 0.00067989024668327445 0.00092332741524124497 -0.000720097643809393 -0.00011573618181570919 4.8454254193246639e-05 -0.0010961429989298443 0.00033410680517812668 0.00097957362936148466 -0.00058523393348680825 0.00016981786518028603 -0.00013109255452061204 0.0012643157352546059 0.00034083019509681709
leaf_weight=0.0013103489194631187 0.0012329294633000578 0.0011448695437941579 0.0015364717664904373 0.0013177985883250356 0.0012245486845491168 0.0019643348080938539 0.0010596385527152806 0.0014980397998505665 0.0014663415807315274 0.001023433416756178 0.0017750306299864063 0.0010685244321848586 0.0012818131014484804 0.0016612035051089416 0.0018275810783750799 0.0018047784241455589 0.0011326845309440614 0.0012920324203784528 0.0010093298347486623 0.0014596267281464792 0.0011316518660206181 0.0010317918379016966 0.0010928862793176675 0.0010014188524971601 0.0010088002911090577
leaf_count=578 126 312 251 90 87 184 55 203 106 147 172 24 51 239 304 330 35 55 20 40 164 38 164 29 106
internal_value=0 2.64995e-05 6.70166e-05 9.71884e-05 0.000127609 0.000160779 0.000114066 3.04232e-05 -1.63368e-05 3.90415e-05 -2.57274e-05 0.000532654 0.000451714 5.59872e-05 -4.70283e-05 0.000382275 8.74011e-05 -0.000104441 -0.000507225 0.00057273 -0.000151826 0.000697678 0.000338027 0.000936218 0.000590308
internal_weight=0 0.033125 0.0318146 0.0306698 0.029352 0.0281274 0.0265909 0.0213116 0.0198135 0.0183472 0.016219 0.00212816 0.00527936 0.014444 0.010978 0.00346598 0.00915045 0.00655813 0.00343301 0.00259231 0.00214098 0.00331502 0.00312512 0.00228323 0.00203223
internal_count=3910 3784 3206 2894 2804 2717 2466 2164 1961 1855 1776 79 302 1604 1035 569 731 656 239 75 184 118 417 80 253
is_linear=0
shrinkage=0.00154607


Tree=1988
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 453 38 124 40 13 47 0 150 42 157 133 0 403 15 1 2 52 15
split_gain=0.00058762 0.000458343 0.000340203 0.000251903 0.000248673 0.000252761 0.000422631 0.00037259 0.000420115 0.000233489 0.000401075 0.000459543 0.000238002 0.000330375 0.000298174 0.000257921 0.000363722 0.000320816 0.000389393 0.000211702 0.000186866 0.000143998
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.094679999999999986 0.09550500000000002 -0.230625 0.088040000000000021 0.08401500000000002 -0.072409999999999988 0.084285000000000013 -0.15291499999999997 0.03138500000000001 0.035895000000000003 0.095575000000000007 0.097940000000000013 0.083750000000000005 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 19 10 -10 12 13 -12 20 -15 17 18 -17 -9 -14 -11
right_child=-2 2 3 -5 -6 -7 7 8 9 21 11 -13 14 15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00077071736409555988 -0.0010091885174276292 -0.00069073789203077907 0.00092948415283422114 -0.00046543575030561299 -0.00048523010047843077 -0.00052742066968215089 -0.00055804155035198101 0.00027945935607357793 0.0006630887458950477 0.00016403572916927328 0.00065736635658440821 -0.00068945827946274309 0.00020112905437423122 0.00040786725570898233 -0.00016822715153855047 -0.00078835636563671821 0.00028620256229165681 -0.0011076891048578468 0.00020918214783293909 0.00094413232282411323 0.00095926969398574865 0.00076572069555719681
leaf_weight=0.0013500952594342605 0.0011094246090319606 0.001130058128796004 0.0013915300775459568 0.0015060045600421281 0.0012596980051333686 0.0010330258539808087 0.0014277391943972586 0.0019070256091771867 0.0017177868814108764 0.001681897341874905 0.0010036882740497447 0.001923913883816423 0.0011733884568968936 0.0011372105091478268 0.001527405911013538 0.0014958811481914532 0.0014506243021710219 0.0012949653248956194 0.0015755049164797308 0.0018523481593197 0.0013959150975244583 0.0014544413749875132
leaf_count=578 126 312 249 123 88 79 126 123 66 139 108 173 137 26 434 223 105 328 78 129 113 47
internal_value=0 2.76193e-05 6.31443e-05 9.231e-05 0.000122629 0.000151585 0.000179188 0.000135722 0.000179565 9.42481e-05 2.45506e-05 -5.3918e-05 4.75144e-05 -9.36613e-05 0.000321749 -0.000202056 -0.000321295 -0.000523123 -0.000276657 0.000606962 0.000613031 0.00044306
internal_weight=0 0.0316901 0.0303401 0.02921 0.027704 0.0264443 0.0254113 0.0240197 0.022592 0.0188326 0.0156963 0.0139785 0.0120546 0.00795787 0.00409671 0.00695419 0.00581698 0.00436635 0.00307139 0.00375937 0.0025693 0.00313634
internal_count=3910 3784 3206 2894 2771 2683 2604 2355 2229 1977 1791 1725 1552 868 684 760 734 629 301 252 250 186
is_linear=0
shrinkage=0.00140032


Tree=1989
num_leaves=26
num_cat=0
split_feature=14 1213 1456 453 38 124 40 3 51 48 1 12 43 47 0 13 16 4 133 3 52 48 42 2 0
split_gain=0.000616148 0.000529026 0.000358694 0.000300695 0.000343152 0.00039016 0.000313516 0.000307489 0.000297238 0.00033321 0.000310406 0.000441109 0.000276614 0.000301048 0.000390929 0.000461798 0.00047141 0.000537197 0.000314337 0.000267135 0.00023611 0.00021862 0.000524059 9.88115e-05 4.26415e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.13881000000000002 0.11930500000000001 0.11198000000000001 0.10129000000000001 -0.15109999999999998 0.09550500000000002 -0.230625 -0.012339999999999999 0.032820000000000009 -0.0025899999999999994 -0.085714999999999986 0.013395000000000002 0.082665000000000002 0.086870000000000017 0.084100000000000022 0.086650000000000019 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 10 11 12 -8 14 -14 18 17 20 -16 24 -17 22 -20 -19 -12
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 19 -13 13 -15 15 16 -18 23 21 -21 -22 -23 -24 -25 -26
leaf_value=-0.00086333469079065612 -0.0010764476974319803 -0.00075315316889292374 0.0008424367888901533 -0.00058756583803258535 -0.00061561681314742161 -0.00052546684075039046 0.00074001404028043436 0.00087148430321792099 -0.00058645959263180615 -0.00064342003291255638 0.00045873481701930516 -0.00076277462474066461 0.00083894176854787882 0.0006973996867251568 0.00091714943736136037 0.00060119649709763868 -0.0011294792332566782 -0.00081450065898797087 0.00049537277654126933 0.0010665314901606867 -0.00024928394040451033 0.00062010686160309946 -0.00068184318338615772 -0.0002495310913397353 4.3477917028474062e-05
leaf_weight=0.0013480783732579124 0.0010958294308121 0.0010925620572527972 0.0015419570474065536 0.0013156727536192117 0.0012677745137324161 0.001524648958393506 0.0015528725461035854 0.0011250114812992587 0.0011964269038900457 0.0010425213990452589 0.0010001589076720219 0.0011129912060411909 0.0011320943180672576 0.0015718307860964629 0.0011961622625590324 0.0018967049444496564 0.0011335762487427736 0.0015711927292159254 0.0015006161103964756 0.0013697818305447029 0.0010262837803445835 0.0011483011967740597 0.0015877437792626292 0.0010560406884328605 0.0010179604196321876
leaf_count=578 126 312 251 90 87 131 88 127 96 51 38 234 55 104 155 135 153 40 148 32 120 53 559 43 104
internal_value=0 1.2574e-05 5.06876e-05 8.00718e-05 0.000110814 0.000144543 0.000102773 0.00014229 0.000106798 0.000144642 0.000184 0.000107335 0.000166481 0.000106387 3.62688e-05 -3.87275e-05 -0.000290126 -0.000118697 0.000270559 0.000579705 0.000302586 8.80036e-05 -0.000109841 -0.000587406 0.000249275
internal_weight=0 0.032329 0.0309809 0.0298883 0.0285727 0.0273049 0.0257629 0.0242383 0.0231133 0.0219168 0.0208743 0.0174864 0.0163734 0.0148205 0.0132487 0.0121166 0.0066838 0.00555022 0.00543282 0.0033879 0.00292299 0.00423666 0.00308836 0.00262723 0.00201812
internal_count=3910 3784 3206 2894 2804 2717 2466 2335 2208 2112 2061 1887 1653 1565 1461 1406 491 338 915 174 255 760 707 83 142
is_linear=0
shrinkage=0.00142833


Tree=1990
num_leaves=23
num_cat=0
split_feature=14 1213 1456 52 157 13 403 52 133 130 0 51 43 0 0 3 52 2 15 1 1 0
split_gain=0.000506182 0.000473357 0.00035355 0.00031982 0.000282248 0.000236655 0.000349249 0.000275039 0.000306756 0.000268782 0.000302467 0.000270562 0.000253552 0.000209866 0.000234585 0.000198531 0.00015997 0.000473478 0.000224053 0.000443814 0.000190012 0.000279485
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.010384999999999998 0.07955000000000001 0.11588000000000002 0.090085000000000012 -0.0015749999999999998 -0.017269999999999997 -0.032189999999999989 -0.18906999999999999 -0.072864999999999985 -0.10783 -0.077689999999999995 0.089785000000000018 0.11230000000000001 0.035895000000000003 0.10031000000000002 0.086560000000000012 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 13 -7 11 -11 -12 14 15 -6 17 18 19 20 -13 -22
right_child=-2 2 3 4 5 9 -8 -9 -10 10 12 16 -14 -15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.00084246668879096626 -0.00098860570984284665 -0.0007286020611325585 -0.00068060260672055486 0.00064704033065782912 0.00099059716406491591 -0.00057845921761991083 0.00093899740404362561 -0.00038715931799543932 -0.00029051767080032909 -0.00065760895289475514 0.0010048149597980292 0.00039678519630681144 4.5341045865280173e-05 0.00080647556381443239 -0.0001549514552493483 0.00013426166613189454 0.00041024861373330663 -0.00094140661574105622 -0.00048152503491321962 0.00095502902000322903 -0.00068717421912067931 0.00025650063241565034
leaf_weight=0.0012590054512998236 0.0010611402338106804 0.0011371877549101244 0.0010736400099033141 0.0018869758937518763 0.0010440993295901535 0.0016936128312472773 0.0012738468259331235 0.0016503934123577729 0.0016353120623851317 0.0014062006484563709 0.0010726125144848719 0.0013899282574471941 0.0011800945174456475 0.00185421691432874 0.0018146357120966614 0.0011726538731777723 0.0017031357511337053 0.0010975755044774424 0.0012027073692473245 0.0012228597171021205 0.0014085080995016597 0.0011739120181744056
leaf_count=578 126 312 290 323 40 173 89 268 308 93 19 80 99 154 388 118 118 73 117 73 38 33
internal_value=0 1.49829e-05 5.20878e-05 8.38435e-05 0.000114373 7.41621e-05 0.000238198 0.00014086 0.000256729 -4.35865e-05 2.68677e-05 -7.41013e-05 0.000502189 0.000408781 0.000225864 0.000537599 1.50999e-05 -7.46863e-05 7.40014e-05 0.000202608 -2.90202e-05 -0.0002582
internal_weight=0 0.0303531 0.0290941 0.0279569 0.0268833 0.0249963 0.0104452 0.00917131 0.00752092 0.0145511 0.0128575 0.0106048 0.00225271 0.00588561 0.00403139 0.00221675 0.00919863 0.00749549 0.00639792 0.00519521 0.00397235 0.00258242
internal_count=3910 3784 3206 2894 2604 2281 1365 1276 1008 916 743 625 118 700 546 158 532 414 341 224 151 71
is_linear=0
shrinkage=0.00142833


Tree=1991
num_leaves=16
num_cat=0
split_feature=453 4 16 151 457 160 47 15 52 12 13 15 16 0 42
split_gain=7.65801e-05 0.000158526 0.000182893 0.000125586 0.000139603 0.000160793 0.00011361 0.000206491 0.000140142 0.000165667 0.000124087 0.0001588 8.6185e-05 8.38744e-05 0.000155158
threshold=1.0000000180025095e-35 0.28937500000000005 -0.077034999999999978 -0.088294999999999985 0.088175000000000017 0.087825000000000014 0.10783500000000001 -0.10312999999999999 0.11401500000000002 0.10129000000000001 -0.09547499999999999 0.088615000000000013 0.05259500000000001 -0.10209999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 9 10 -9 12 13 -12 -15
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 11 -13 -14 14 -16
leaf_value=0.0024369930977713198 -0.0021960682561234317 0.0042467039464211672 -0.00041949576330472708 -0.0040504650057491473 0.0017424344992379793 -0.0033358510167286639 0.001455585130391799 0.0024334917711917527 -0.0030922968623466286 -0.0029705129637982723 -0.00064277130443693691 -0.0028486390723926561 -0.0011376494482278571 -0.00044737856275589094 0.0034818610798577967
leaf_weight=0.0011274305789118191 0.0010146978575965018 0.001205791270549198 0.0010089843736416637 0.0010652822471633105 0.0018474244823067911 0.0012962397312415589 0.0019419556207842534 0.0015810992475489023 0.0010637105862663981 0.0010806600106958867 0.0012294847312657167 0.0011301910812024779 0.0015502534517068955 0.0010998697078209692 0.0016330463107043763
leaf_count=232 99 306 98 193 95 299 158 144 424 256 75 389 320 384 438
internal_value=0 8.15844e-05 0.00212093 -0.000174367 -0.000352591 -0.00061639 -0.000352844 -0.000659999 -0.000311649 6.23678e-06 0.000397394 -8.72287e-05 0.000478909 0.00111137 0.00190053
internal_weight=0 0.0198614 0.00221478 0.0176466 0.0165192 0.0146718 0.0133756 0.0114336 0.0103683 0.0093046 0.00822394 0.00664285 0.00551265 0.0039624 0.00273292
internal_count=3910 3811 404 3407 3175 3080 2781 2623 2430 2006 1750 1606 1217 897 822
is_linear=0
shrinkage=0.00808683


Tree=1992
num_leaves=17
num_cat=0
split_feature=124 159 160 457 4 48 15 15 4 12 2 43 16 52 13 15
split_gain=6.84141e-05 9.28987e-05 0.000110716 0.000120835 0.000116637 0.000163642 0.000172991 0.000182273 0.000151255 0.000170227 0.000129604 0.000150781 0.000116689 0.000161536 0.000108001 3.53874e-05
threshold=0.0049200000000000008 -0.034019999999999988 -0.085519999999999985 -0.0034949999999999994 0.15927500000000003 0.083775000000000002 0.088615000000000013 -0.0058549999999999991 -0.08422499999999998 0.080120000000000011 0.11165000000000001 -1.0000000180025095e-35 -0.094359999999999986 -0.090304999999999983 -1.0000000180025095e-35 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 15 9 -9 11 -6 -7 -14 -10 -5
right_child=-2 2 3 4 10 12 -8 8 14 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0017215388833845323 0.0015950269506637481 0.0017306002277771705 -0.0022028148345695263 -0.0011941813839545128 0.00041882163384167635 -0.00093194339869891304 -0.0030503227715494604 0.0010517116300289902 0.00017440256326772661 -0.00235879738576499 -0.00058253420331907339 0.003729227548418851 -0.00052469345314642079 0.0027657510981721361 0.0029824685517331308 -0.0029168037356894281
leaf_weight=0.0014014057364539192 0.0010514362374615142 0.0014653460622569168 0.0011145152688849238 0.0010040921082479087 0.0012586615141222512 0.0011474654540386819 0.0012475536221963901 0.0011147842651899852 0.0012671507495226608 0.00139222086624749 0.001347020998854009 0.0010826398864222713 0.0010041015926895991 0.0016990413006951694 0.0010674631276617642 0.0010137682024719367
leaf_count=511 91 425 184 80 118 86 572 99 262 388 200 100 132 210 64 388
internal_value=0 -0.000107874 1.62026e-05 -0.000133685 1.37063e-05 -0.000298172 -0.000822537 -0.000417364 0.000267087 -0.000842254 0.00102482 0.00194958 0.000805823 0.00154349 0.00145834 -0.00205962
internal_weight=0 0.0196272 0.0182258 0.0167605 0.015646 0.0119576 0.00810703 0.00685948 0.00484162 0.00250701 0.00368832 0.0023413 0.00385061 0.00270314 0.00233461 0.00201786
internal_count=3910 3819 3308 2883 2699 2281 1853 1281 813 487 418 218 428 342 326 468
is_linear=0
shrinkage=0.00650394


Tree=1993
num_leaves=25
num_cat=0
split_feature=1213 1456 11 14 157 50 3 4 2 15 1 13 40 0 13 4 1374 3 43 3 1 16 16 13
split_gain=0.000397652 0.000405797 0.000237975 0.000202945 0.000197795 0.000271825 0.000189598 0.000272934 0.000231931 0.000246895 0.000249575 0.000324673 0.000268236 0.000621738 0.000244093 0.000263674 0.000250729 0.000236394 0.000229368 0.000192709 0.000148196 0.000311246 0.000100793 7.92031e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.05884000000000001 -0.073574999999999988 0.10030500000000002 -0.15121499999999996 -0.41745999999999994 0.13705500000000001 0.088190000000000004 0.077800000000000022 -0.082014999999999991 0.028705000000000001 -0.10131499999999999 -0.021089999999999994 0.26048500000000002 -0.095439999999999983 -0.08824499999999999 -0.075819999999999985 -0.081954999999999986 0.094695000000000015 -0.090129999999999988 -0.14687999999999998 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 9 10 11 19 13 14 -12 16 -16 -11 -15 -9 21 -18 -19 -13
right_child=1 2 -4 -5 5 -7 7 8 -10 17 12 23 -14 18 15 -17 20 22 -20 -21 -22 -23 -24 -25
leaf_value=-0.000881937070080565 -0.00086602451435580736 0.00060151637607123553 -0.00055415964807316602 -0.0005923651936283696 0.00059255711238349483 0.00066417197001802475 0.00056553575364708044 0.00053241011604315141 -0.00075697810610123191 -0.00020092154652014314 0.0008919009865861621 -0.001088597932289311 0.00074939899431370057 -0.0013065325876361945 -0.00036552149301997576 -0.00053721749493968254 0.00084068674451382201 0.0010555475857321299 -0.00029521127183118395 -0.00040783417157955139 0.00092524650875807344 -0.00039355112267177737 0.00035195457034107409 -0.00049611245985650503
leaf_weight=0.0012464188314780513 0.0012134509659529604 0.0020029485452648715 0.0014646076211343442 0.0010180516831761457 0.0014317304248232547 0.0018648985740333584 0.0019220319364335802 0.0010006592967016781 0.0011117411267470454 0.0010988698410718811 0.0010196529551322886 0.0012757842433604588 0.0011605197605665538 0.0010667403631966941 0.0012113360053263023 0.0014134541075565832 0.0010101781685989408 0.0010235746565285808 0.0011687659274646073 0.0011829454924175082 0.0011654349318526158 0.0010223510516169662 0.0010020257966164561 0.0010016309649215627
leaf_count=592 332 389 143 81 97 235 92 116 157 73 105 354 42 178 17 72 19 26 127 109 51 22 345 136
internal_value=0 2.71999e-05 6.50451e-05 9.8417e-05 0.000125303 8.58135e-05 3.74237e-05 -6.82171e-07 -5.81551e-05 -1.45671e-05 -0.000100137 -0.000411436 3.55002e-05 -5.57645e-05 0.000180132 5.54907e-05 0.00024549 0.000388006 -0.000777794 2.30424e-05 0.000476932 0.000219872 0.000707494 -0.000828017
internal_weight=0 0.0298534 0.0286399 0.0271753 0.0261573 0.0241543 0.0222894 0.0208577 0.0189357 0.0178239 0.0146995 0.00446102 0.0102384 0.00907791 0.00684241 0.00582275 0.0044093 0.00312447 0.00223551 0.0021836 0.00319796 0.00203253 0.0020256 0.00227742
internal_count=3910 3318 2986 2843 2762 2373 2138 2041 1949 1792 1348 715 633 591 286 181 109 444 305 225 92 41 371 490
is_linear=0
shrinkage=0.00157699


Tree=1994
num_leaves=15
num_cat=0
split_feature=41 158 159 50 159 52 13 0 133 42 15 15 47 1
split_gain=7.14495e-05 7.90811e-05 0.000134077 9.37868e-05 0.000122235 0.000221477 0.000155217 0.000138124 0.000112988 0.000209995 0.000267419 0.00014673 0.000174819 0.000213508
threshold=0.078535000000000008 0.084965000000000027 0.087945000000000009 0.10119500000000002 -0.031624999999999993 0.11401500000000002 -0.094679999999999986 -0.092299999999999979 0.090085000000000012 0.091145000000000018 0.035895000000000003 -0.017214999999999998 0.09252500000000001 0.093720000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 11 12 13 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0025593973952738776 -0.00178915040298062 -0.0018640321701440597 0.0022884163993230435 -0.002096340570065424 0.00050326343043020298 -0.0031354375339359628 -0.00081052237351186894 0.0039711085365899349 -0.0022560474302779892 0.0024222059782601502 -0.0027826407659423359 0.0022719153418102734 -0.0022877384489232641 0.0031747035515732242
leaf_weight=0.0010544389626313535 0.0011582354015067233 0.0010579948322107678 0.0015072906721730261 0.0010640948285318861 0.0015885528637357982 0.0011318140405967023 0.0018796969670786855 0.0010066335733406413 0.0012080622125348944 0.0017451963444221454 0.0019007509596852545 0.0015953359468205098 0.001572904383203802 0.0011701982137514409
leaf_count=281 195 396 270 427 132 161 268 72 411 180 576 238 133 170
internal_value=0 8.33352e-05 0.000195157 8.65635e-06 0.000149944 -2.17295e-05 0.000236122 0.00184839 -0.000141775 0.000117161 -0.00037832 0.000356629 -0.000304339 0.000718548
internal_weight=0 0.019483 0.018425 0.0169177 0.0158536 0.0147991 0.0136673 0.00259519 0.0110721 0.00986408 0.00811889 0.00621814 0.0046228 0.0030499
internal_count=3910 3715 3319 3049 2622 2341 2180 204 1976 1565 1385 809 571 438
is_linear=0
shrinkage=0.00732449


Tree=1995
num_leaves=17
num_cat=0
split_feature=4 0 4 1 15 2 0 51 49 16 47 0 4 42 16 13
split_gain=6.29198e-05 0.000135884 0.000103351 8.84931e-05 0.000208357 0.000125992 0.00027536 0.000192306 0.000209431 0.000114454 0.000110519 0.000109153 0.000105768 0.000101426 8.21113e-05 4.0627e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.08422499999999998 0.085835000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14136999999999997 0.08955500000000001 1.0000000180025095e-35 -0.055679999999999993 0.09252500000000001 -0.22384499999999996 0.070230000000000015 0.083725000000000008 -0.084184999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 13 9 7 8 11 10 -5 -7 -11 -4 -6 -3
right_child=1 15 3 5 14 6 -8 -9 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.0015795957202462691 -0.0016483240865083914 0.0024690219019824237 -0.003661145451762088 0.0017314926068810444 -0.0004991338623983227 0.0036731067903878591 0.0037853734107303563 -0.0018398183066184043 -0.0011211080944564954 -0.0030582441811206856 -0.00091738007200647704 0.00075088951529936646 -9.2956829636024521e-05 -0.00081455336637888131 0.0017549608962640778 0.00072665869602740794
leaf_weight=0.0010353081066657435 0.0017115832664927983 0.0010874146354854786 0.0010477880001496078 0.0013951807923693639 0.0015654565201227433 0.0011567299708272749 0.0012018033066238422 0.0012913131744696216 0.0011544224902404476 0.0010212966682529735 0.0012753712520929827 0.0010153035858986772 0.0010140482784830596 0.0010703784370821486 0.0012135610686357795 0.0011808122656741518
leaf_count=80 506 111 424 329 277 66 245 48 87 329 71 109 32 585 395 216
internal_value=0 6.60015e-05 -0.000132034 3.62413e-05 -0.000686028 0.000372291 0.00101218 0.000290435 0.00111739 -0.000419026 0.000466475 0.00230713 -0.00158088 -0.00222267 0.0004852 0.00156197
internal_weight=0 0.0194025 0.0171342 0.0154227 0.00489718 0.0105255 0.00581957 0.00461777 0.00332646 0.0047059 0.00267055 0.00217203 0.00203534 0.00211817 0.00277902 0.00226823
internal_count=3910 3830 3503 2997 1681 1316 555 310 262 761 400 175 361 1009 672 327
is_linear=0
shrinkage=0.00650394


Tree=1996
num_leaves=16
num_cat=0
split_feature=11 3 4 3 43 160 160 3 12 40 0 52 151 1 3
split_gain=6.49484e-05 7.93038e-05 0.000102659 8.48907e-05 7.09373e-05 0.00018645 0.000162601 0.000184006 0.0001313 0.000129476 0.000122974 0.000135843 0.00020146 6.72736e-05 8.90395e-05
threshold=0.087830000000000005 -0.10628499999999998 -0.06272999999999998 -0.084129999999999996 -0.06705499999999999 -0.089599999999999985 0.031805000000000007 -0.075954999999999981 -0.0089849999999999982 -0.0079899999999999988 -0.072264999999999982 0.0053050000000000007 -0.0088999999999999982 0.088495000000000018 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 -5 -7 -9 11 12 -10 -14 -15
right_child=-2 3 -4 4 5 8 -8 9 10 -11 -12 -13 13 14 -16
leaf_value=0.00018501138444834711 -0.0016320205270753004 -0.0016150610070883062 0.0028438382192230256 -0.0022161709520630941 0.0020908477338743015 -0.0028116844110023069 0.0031407189110359067 -0.00059377779593965932 -0.0027403440124851141 0.0027079824599842311 -0.0021949104545211442 0.0022829784859389295 0.0014369981549460199 -0.0016178797107597581 0.00085601536396789576
leaf_weight=0.0019441987137041872 0.0010782488767868683 0.0015536475173796869 0.0010105231311978045 0.0010965744284603778 0.0013490734739572243 0.0010871609619068313 0.0010185300103896927 0.0010121873367799003 0.0012529946594291306 0.0011752259928887636 0.0013132685355344278 0.0010670761387241035 0.0016102485514400116 0.0012637970064933168 0.0014086647944078212
leaf_count=214 157 876 147 388 189 206 232 187 112 163 320 304 194 134 87
internal_value=0 7.48017e-05 0.00109434 -0.000111055 4.83944e-05 -0.000255111 0.00077866 4.60661e-05 -0.000606638 0.00118015 -0.000303806 7.23281e-05 -0.000353802 0.000344429 -0.00031388
internal_weight=0 0.0191632 0.00295472 0.0162084 0.0146548 0.0103523 0.00430252 0.00328399 0.00900321 0.00218741 0.00791605 0.00660278 0.00553571 0.00428271 0.00267246
internal_count=3910 3753 361 3392 2516 1546 970 738 1357 350 1151 831 527 415 221
is_linear=0
shrinkage=0.0067667


Tree=1997
num_leaves=27
num_cat=0
split_feature=14 1213 1456 11 1374 376 376 1 3 2 47 42 403 14 0 0 2 16 1 457 13 43 16 49 12 3
split_gain=0.000684167 0.000483537 0.000334954 0.000395039 0.000335312 0.000241588 0.000562438 0.000270657 0.000244688 0.000345556 0.000288875 0.000192682 0.000406001 0.000240503 0.000267441 0.000470709 0.000628968 0.000450865 0.000366677 0.000428298 0.000327724 0.00034789 0.000217633 0.000219073 0.00017795 0.000131795
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 0.11382500000000002 0.048375000000000008 0.14000500000000002 -0.15002999999999997 0.106035 0.11603500000000001 -1.0000000180025095e-35 0.03138500000000001 -0.13131999999999996 -0.10071499999999999 -0.089879999999999974 0.10705000000000002 -0.014099999999999998 0.085110000000000005 -0.066264999999999991 -0.083514999999999992 -0.07526999999999999 -0.087734999999999994 -0.0090499999999999973 0.088325000000000015 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 -6 11 12 -10 -13 17 -16 20 18 -15 -20 24 25 23 -21 -17 -22
right_child=-2 2 3 -5 5 -7 -8 -9 10 -11 -12 13 -14 14 15 16 -18 -19 19 22 21 -23 -24 -25 -26 -27
leaf_value=-0.00077785554832049257 -0.0010904354649990604 -0.00069340178463194867 -0.00047079946877066095 -0.00060969881652190086 -5.8081932153606346e-06 -0.0005260470490197804 0.0011382928667478247 0.00083418740912832845 -0.00079477213560227378 0.0010991623750253381 -0.00059732658136887906 -0.00035317163314719813 0.00027297150897122964 -0.00038743436202777747 -0.00086052341193045673 0.00027358300938148234 -0.00088036921704626213 0.0011521242428157758 -0.00039738887621228018 0.0013631550868110202 0.00012136485791886494 -0.00043248401597929077 0.00021292574116039322 0.00050145768728412747 0.0010267744823374034 0.00080838498967526914
leaf_weight=0.0014776827401992978 0.0011684917613775095 0.0011678736094520989 0.0018221678055461146 0.001582195422084264 0.0011402974284562611 0.0010045509425758428 0.0012116966240918103 0.0011041451016716398 0.0013872060181567827 0.0011696451390748042 0.0012659217720576424 0.0016863985608478104 0.0015254318779682752 0.0014370346835507197 0.0010388733901505352 0.0010908875552460787 0.001018801849427875 0.001364308893434518 0.0010043647579323078 0.0011510025945815627 0.0012911161227422419 0.0016612455141026038 0.0014536777011757707 0.001261728658842852 0.0015481070838889721 0.0010194547980645879
leaf_count=578 126 312 66 123 78 34 154 130 527 58 100 70 121 82 191 200 149 53 33 58 100 331 24 49 58 105
internal_value=0 2.11861e-05 5.76193e-05 8.56951e-05 0.000122793 0.00016165 0.000187397 0.000142424 0.000111268 0.000553696 6.52441e-05 0.0001053 -0.000235564 0.000160374 0.000213373 4.14668e-05 0.000164285 0.000407606 0.000246574 0.000433627 0.000325278 6.60519e-05 0.000649498 0.000912534 0.000715426 0.000424487
internal_weight=0 0.0338858 0.0324081 0.0312403 0.0296581 0.0278359 0.0268313 0.0256196 0.0245155 0.00230994 0.0222056 0.0209396 0.00291264 0.018027 0.0163406 0.00866849 0.00762961 0.00767212 0.00630781 0.00487077 0.00661081 0.00397182 0.00386641 0.00241273 0.00263899 0.00231057
internal_count=3910 3784 3206 2894 2771 2705 2671 2517 2387 136 2251 2151 648 1503 1433 1134 943 299 246 164 794 536 131 107 258 205
is_linear=0
shrinkage=0.00142833


Tree=1998
num_leaves=17
num_cat=0
split_feature=41 2 484 50 16 52 0 42 0 16 3 3 2 4 42 43
split_gain=6.32227e-05 8.74979e-05 7.51471e-05 8.59958e-05 0.000104127 0.000257871 0.000198752 0.00014445 0.00024075 0.000129908 0.000116545 0.000170066 0.000139187 0.000227745 0.000111082 7.06544e-05
threshold=0.078535000000000008 -0.0098549999999999974 -0.0043499999999999988 0.099470000000000017 -0.014099999999999998 0.090640000000000012 -0.10462499999999998 0.084685000000000024 0.12500000000000003 -0.072804999999999981 -0.080744999999999997 -0.089974999999999986 0.086650000000000019 0.22584000000000001 0.092635000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 -6 8 15 10 11 -4 -12 -14 -9 -8
right_child=-2 2 3 -5 6 -7 7 14 -10 -11 12 -13 13 -15 -16 -17
leaf_value=0.0016326492430051149 -0.0014223396735641043 -0.0015185168400184328 -9.7401855978420575e-05 0.0018061004329186791 0.0025608767955165477 -0.0030239685397338979 -0.003094835217882173 0.0026621321645584508 0.0015060817691021982 -0.0020363068492190791 -0.002267705149027468 0.0031907650181443839 0.0016136830278267874 -0.0018093234489535289 -0.00013092368468517999 -0.00085465923419731325
leaf_weight=0.0012561828086756687 0.001130658510682502 0.001205376327749595 0.0013467028418400698 0.0010027638253741261 0.0014254111057448032 0.0012821531750488446 0.001121729127698097 0.0010346791025361846 0.0010889487392304886 0.0010669258096144274 0.0010602982696882035 0.0010526474579657386 0.0019104719042596918 0.0011816997889751071 0.0011071898270190172 0.0010005603512089891
leaf_count=220 195 586 227 279 117 474 244 212 46 115 121 353 164 170 178 209
internal_value=0 6.9105e-05 -4.06975e-05 6.60828e-05 -4.51985e-05 -0.000481055 0.000527127 -1.44148e-05 -0.000836643 -5.31103e-05 0.000269842 0.00134519 -0.000351508 0.000305552 0.00121833 -0.0020387
internal_weight=0 0.0191437 0.0178876 0.0166822 0.0156794 0.0089009 0.00677852 0.00535311 0.00321124 0.00761875 0.00655182 0.00239935 0.00415247 0.00309217 0.00214187 0.00212229
internal_count=3910 3715 3495 2909 2630 1624 1006 889 499 1150 1035 580 455 334 390 453
is_linear=0
shrinkage=0.0061288


Tree=1999
num_leaves=22
num_cat=0
split_feature=1213 14 1456 11 1374 1 13 15 150 3 1 0 47 47 12 2 4 133 52 15 52
split_gain=0.000454664 0.000439118 0.000262659 0.000191095 0.000206165 0.000189683 0.000293248 0.000324953 0.000284078 0.000267726 0.000289306 0.000220442 0.000174381 0.000309485 0.00025631 0.000157385 0.000133738 0.000133091 0.00015004 0.000293261 8.50328e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 -0.0010249999999999997 0.035895000000000003 0.081245000000000026 0.11265500000000002 0.10420500000000001 -0.087614999999999985 0.081905000000000019 0.10678000000000001 0.083325000000000024 0.11635500000000001 -1.0000000180025095e-35 0.10599500000000002 0.09716000000000001 0.024640000000000006 -0.030179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 12 8 9 10 16 20 14 -14 -7 -11 -8 18 19 -13 -6
right_child=1 -3 3 -5 5 6 7 -9 -10 15 -12 17 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00089561496907598112 -0.00067293223834233209 -0.00090850324937795878 -0.00044356686120257784 -0.00045072588482649155 -4.6654080104375868e-05 0.0012619874321736968 0.00039209982061073716 -0.00064688594793932245 0.00081908073871213814 -0.00071211901698239898 0.00074023936359271872 -0.00034045474822437077 -0.0003652205940191045 0.00066875505071941211 0.00034305029556673679 7.5705359441238473e-05 -0.00028004570595710249 -0.00033598390131122291 0.00061703267141559087 0.00049924543840937905 -0.00058775281975275307
leaf_weight=0.0011979582759064347 0.0010047522424201536 0.0010375347458002884 0.0013203726500936588 0.0013318230386425425 0.0010103385701600437 0.0012750683556329743 0.0010185277119647571 0.001102970735391561 0.001302345855201871 0.0011565923274208245 0.0017501243301506052 0.0018229182051909282 0.0010135865098965802 0.0015602467106638693 0.0013021796169231381 0.0010066765784131348 0.0016400846203277275 0.001070556120591884 0.0014928390248148682 0.0017117585677474123 0.0015811234293083409
leaf_count=592 310 119 66 123 110 360 99 101 103 33 97 282 98 111 286 45 51 247 144 180 353
internal_value=0 2.12532e-05 5.76898e-05 8.65115e-05 0.000116153 0.000148542 0.000252715 9.37235e-05 0.000197462 7.42781e-05 0.000280256 -2.08341e-05 0.000529806 0.000261571 0.000797686 -0.000345505 -2.25434e-05 0.000130436 0.000229755 6.61918e-05 -0.000376794
internal_weight=0 0.0275124 0.0264749 0.0254701 0.0241383 0.0228179 0.0141284 0.00897732 0.00787435 0.00657201 0.00440874 0.00868953 0.00515108 0.00257383 0.00257725 0.00216327 0.00265861 0.00609807 0.00502752 0.00353468 0.00259146
internal_count=3910 3318 3199 2889 2766 2700 1384 529 428 325 247 1316 855 209 646 78 150 853 606 462 463
is_linear=0
shrinkage=0.00145689


Tree=2000
num_leaves=16
num_cat=0
split_feature=124 159 12 12 2 16 51 0 15 1 4 2 3 1 13
split_gain=6.32976e-05 9.15885e-05 9.70545e-05 0.000138344 0.000146835 0.000236606 0.000137971 0.000143183 0.000192786 0.000177174 0.000195772 0.000141427 0.000110492 0.000204308 5.74894e-05
threshold=0.0049200000000000008 -0.034019999999999988 0.10852500000000001 0.097345000000000015 0.086545000000000025 -0.089864999999999987 -0.07742499999999998 -0.23129999999999998 -0.021529999999999997 0.090740000000000015 0.00046500000000000008 0.10113500000000002 -0.078884999999999997 0.092550000000000007 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8 9 10 -9 14 -7 -14 -10
right_child=-2 2 -4 -5 6 12 7 8 11 -11 -12 -13 13 -15 -16
leaf_value=-0.0019391223018056995 0.0017636044988915925 -0.003554251929873996 -0.0019716243247111156 0.0020343699434004566 -0.0019691160396936584 -0.0017702290767420831 -0.0018031410156825402 0.0032028268679895316 2.2973736536401769e-05 0.0040196398131225235 -0.001225191217473933 -0.00157726975910589 0.0030688489597402919 -0.0014386089506215204 0.0024913855702431926
leaf_weight=0.0013653962442431609 0.0010177200055357686 0.0014739625736895998 0.0012120715862784922 0.001901541858965918 0.001118201110677443 0.0012591050241321372 0.0010273435861276594 0.0010129449001645063 0.0010117777896594404 0.0017113657734942906 0.0011368222085300708 0.0017682387630872931 0.0011520501434189026 0.0010146002731338671 0.0010129538793513561
leaf_count=511 91 347 255 308 326 632 70 126 287 270 184 118 82 156 147
internal_value=0 -0.000110892 2.92451e-05 0.000175333 -6.51557e-05 -0.00110045 0.000452479 0.000764389 0.00110901 0.00226113 0.000861239 -6.38251e-05 -4.46761e-05 0.000958094 0.0012579
internal_weight=0 0.0191784 0.017813 0.0166009 0.0146994 0.00489972 0.00979965 0.00868145 0.0076541 0.00386113 0.00214977 0.00379297 0.00342576 0.00216665 0.00202473
internal_count=3910 3819 3308 3053 2745 1217 1528 1202 1132 580 310 552 870 238 434
is_linear=0
shrinkage=0.00732449


Tree=2001
num_leaves=23
num_cat=0
split_feature=14 1213 1456 1374 453 0 38 124 4 13 15 150 160 52 157 0 4 48 47 3 403 43
split_gain=0.000610114 0.000442335 0.000354609 0.000277267 0.000259273 0.000303383 0.000255508 0.000421131 0.000219409 0.000243317 0.000301346 0.000225604 0.000188955 0.000242886 0.000222105 0.000263173 0.000222085 0.000271339 0.000254703 0.000496872 0.000134983 9.28591e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 1.0000000180025095e-35 -0.048219999999999992 -0.49837999999999999 -0.094679999999999986 -0.042544999999999993 0.08826500000000001 -0.11175999999999998 0.13709500000000002 -0.073574999999999988 -0.11524 0.15045000000000003 0.086870000000000017 0.09550500000000002 -0.083144999999999983 0.03138500000000001 0.056750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9 10 -10 12 -11 14 -14 -16 17 18 19 20 -17 -12
right_child=-2 2 3 4 -6 6 -8 8 9 11 21 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00079639494902645396 -0.0010559673260622389 -0.00070799361771102835 -0.0004907957977146885 0.00071240211035811479 -0.00050584055891799394 0.00085485791788888902 -0.00054402522696948234 -0.00037708428718736305 -2.7974579090301078e-06 -0.00045798858863915618 0.00049860078299109002 -0.00055109977349679904 0.00069913362846325529 0.00073420242340518059 -0.00051190823211290446 -0.00016565357832328841 0.00061032485548498448 0.00063357555070018396 0.00039607337890511962 -0.00078553476932458684 0.00043095902893449891 0.001050759837559947
leaf_weight=0.0012092840716653582 0.0010337715288434848 0.0011140156977536139 0.0015047244699353248 0.0016608941377622656 0.0012073383584307864 0.0014396454334543894 0.0010895715046867682 0.001757591353902902 0.0017439883472285811 0.0010681098009096288 0.0012450076644021568 0.0010958731837800032 0.0010017138797398318 0.0011878482541668465 0.0014891846805138382 0.0015246098391058982 0.0014154245121144188 0.0011406520407030996 0.0015197458224109894 0.0019390862273830365 0.0013455210873082324 0.0010651884275636458
leaf_count=578 126 312 66 78 90 248 87 137 179 259 65 150 174 59 83 381 89 130 64 442 78 35
internal_value=0 1.68692e-05 5.13095e-05 8.21339e-05 0.000115372 0.000145701 0.0001049 0.000137069 8.67578e-05 0.000130164 0.000427988 4.81801e-05 9.63565e-05 0.000143484 8.18027e-05 2.21945e-05 0.000111713 1.72309e-05 -9.38513e-05 -0.000248671 0.000114039 0.000753191
internal_weight=0 0.029765 0.0285557 0.0274417 0.025937 0.0247297 0.0230688 0.0219792 0.0205395 0.018782 0.00405418 0.0147278 0.0136319 0.0125638 0.0113759 0.0103742 0.00888504 0.00746962 0.00632896 0.00480922 0.00287013 0.0023102
internal_count=3910 3784 3206 2894 2828 2738 2660 2573 2325 2188 279 1909 1759 1500 1441 1267 1184 1095 965 901 459 100
is_linear=0
shrinkage=0.00137286


Tree=2002
num_leaves=15
num_cat=0
split_feature=403 475 49 130 151 43 42 150 151 47 52 2 3 13
split_gain=6.4171e-05 8.15177e-05 7.90254e-05 0.000121869 0.000139369 0.000123662 0.000138374 0.000143991 0.000127269 0.000125007 0.000153145 0.000246669 0.000113416 5.97921e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.14917999999999998 -1.0000000180025095e-35 0.056555000000000001 -0.15109999999999998 0.092395000000000019 0.090145000000000017 -0.083919999999999981 0.09550500000000002 0.11401500000000002 0.086915000000000006 0.10223 0.20131000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 13 7 8 -7 10 11 -10 -13 -5
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0015329326609258879 -0.001234995164089306 0.0017257787057984328 -0.0017772454331847591 0.0029952931860055638 -0.0015579506081794027 -0.0018584800926994838 -0.0015298899973255722 0.002758255320613552 -0.0011167489864908231 0.0021310817871391806 -0.0020251322851442969 0.0028389773823474908 0.00018284522318206441 0.00081952034189377546
leaf_weight=0.0010705336504617411 0.0017626131164908887 0.0012851101369406584 0.0013152317472998601 0.0010191340082241753 0.0015530922853811977 0.0010516431949884643 0.0016143882429878178 0.0010156303981085297 0.0020007152912071471 0.0015369140311630169 0.001126639512492672 0.0017076153079057851 0.0010589589167619151 0.0010351251372862774
leaf_count=930 589 109 170 89 117 168 445 112 342 138 199 346 66 90
internal_value=0 7.14128e-05 0.000204361 8.24292e-05 0.000248593 0.000461684 0.000195994 0.000489341 0.000217678 0.000511504 8.91792e-05 0.000588848 0.00182229 0.00189894
internal_weight=0 0.0190828 0.0173202 0.0160351 0.0147199 0.0131668 0.0111125 0.00949812 0.00848249 0.00743084 0.00589393 0.00476729 0.00276657 0.00205426
internal_count=3910 2980 2391 2282 2112 1995 1816 1371 1259 1091 953 754 412 179
is_linear=0
shrinkage=0.00637641


Tree=2003
num_leaves=24
num_cat=0
split_feature=1213 14 52 1456 157 14 1374 130 1 0 48 0 457 43 1 4 3 0 3 3 47 43 4
split_gain=0.000456026 0.000414036 0.000309857 0.000288803 0.00025027 0.000213948 0.00021766 0.000221754 0.000191237 0.000285409 0.000259276 0.000283258 0.000483765 0.000281481 0.000308923 0.000254183 0.000186568 0.000182553 0.000330694 0.000235259 0.000163637 0.000122364 7.34256e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.13131999999999996 -0.095439999999999983 -0.086274999999999991 0.077800000000000022 -0.087614999999999985 0.12933000000000003 -0.10575999999999998 -0.0034949999999999994 -0.24333999999999997 0.099595000000000017 0.15927500000000003 -0.021064999999999997 -0.082994999999999985 -0.11266 -0.032959999999999996 0.096300000000000011 -0.047174999999999988 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 9 15 11 12 -10 -13 16 -9 -15 -11 -19 -20 22 -16 -14
right_child=1 -3 3 4 5 6 7 8 10 17 -12 13 20 14 21 -17 -18 18 19 -21 -22 -23 -24
leaf_value=-0.00093977149536011181 -0.00078224437506792862 -0.00094189965448280937 -0.0007302952813898428 0.00067473753233336902 -0.00042707681482719668 -0.00047727799948259116 -0.00054777793405294539 -0.00088927026013553394 -0.0001959658507631372 0.00080259180600571395 -0.00042630055449020625 -0.00057852244634708986 0.00089654902296912081 0.00043475531529617051 0.0011818288621612931 0.00013546836744749241 -0.00036850411455112355 0.00069161662803862072 -0.00059393925765830185 0.00025115039425369442 0.00050631057047428928 0.00042261536090370817 0.0014580568564535612
leaf_weight=0.0012866758236098749 0.0010571223802518367 0.0010739942861147369 0.0010326073640225383 0.001877616453853633 0.0019266980918852877 0.0014200761591460767 0.0010450317529478994 0.0013703493743370716 0.0011674010071978103 0.0010378238100130499 0.0010402436825085468 0.0010317007473261705 0.0010191259699668881 0.0013049189282808233 0.0010078290699435961 0.0010735785262667857 0.0016017375273014297 0.0014822666654126238 0.0017806886034255065 0.0015172077149028206 0.0012303166274891808 0.0011087331875848302 0.0013415029512549477
leaf_count=592 337 119 263 323 108 34 104 292 49 152 72 22 73 280 166 87 65 48 388 45 45 118 128
internal_value=0 1.92836e-05 5.55372e-05 8.78391e-05 0.000119858 7.7346e-05 0.000120386 0.000160495 0.000197291 1.31157e-05 0.000325662 0.000398002 0.000685918 0.000171738 0.000325831 -0.000439119 -7.88756e-06 0.000203083 7.29236e-05 -0.000205153 0.000972615 0.000784125 0.00121564
internal_weight=0 0.0295486 0.0284746 0.0274175 0.0263848 0.0245072 0.0225805 0.0211605 0.0201154 0.00826191 0.0118535 0.0108133 0.00475835 0.00605492 0.00502322 0.00244393 0.00290666 0.00581799 0.00478016 0.0032979 0.00359095 0.00211656 0.00236063
internal_count=3910 3318 3199 2862 2599 2276 2168 2134 2030 1012 1018 946 295 651 629 379 345 633 481 433 246 284 201
is_linear=0
shrinkage=0.00157699


Tree=2004
num_leaves=25
num_cat=0
split_feature=14 1213 1456 52 157 130 43 43 0 16 13 15 16 43 150 12 47 12 2 1 15 3 49 3
split_gain=0.0006291 0.000382467 0.000350096 0.000261127 0.000275724 0.000248419 0.000301524 0.000382059 0.000335714 0.000452112 0.000384189 0.000302182 0.000270552 0.000377421 0.000262226 0.000263384 0.000405368 0.000355457 0.000282799 0.000266325 0.000245748 0.000244589 0.000183289 0.000176676
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.084569999999999992 -0.057994999999999998 -0.078844999999999985 -0.017269999999999997 0.18936500000000003 0.16421000000000002 0.035895000000000003 -0.055679999999999993 0.083940000000000015 -1.0000000180025095e-35 0.089855000000000004 0.09550500000000002 0.086865000000000012 0.086650000000000019 0.11215000000000001 -0.084744999999999987 0.12991000000000003 -0.066239999999999979 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 10 -10 11 20 14 21 -8 16 17 18 -16 22 -7 23 -20 -14
right_child=-2 2 3 4 5 6 12 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.00081183662767316954 -0.0011403760095812854 -0.00075226418605197232 -0.00062397297581431063 0.00066422479908982029 -0.00059900128427201396 0.00034206895133714595 -0.00059477678506397584 0.0010639952429724402 9.2848943466426433e-05 0.0014383254565513057 -0.00070140418411153709 0.00078589666164314371 -0.00070780285009421919 0.0003246538837405806 -0.00048693058435508944 -0.00032337864948048375 0.001070861504885498 0.00084603449513127502 9.0089210391351745e-05 -0.00043066556718944547 -0.00059116229055815978 -0.001197977831559197 0.00089122505791870373 0.00014978479526894613
leaf_weight=0.0012048050234098042 0.0010995089460040788 0.001175574352822297 0.0011276825292694239 0.0019871678893975944 0.0011867213349263652 0.0014353160834029259 0.0010847987200328637 0.0013835004018995511 0.0013144815634556078 0.0010182691141977784 0.0013700189671900509 0.0014356668894799363 0.0012076589335576855 0.0014549975866521292 0.001901977338842769 0.0018749659996505621 0.001334365366957968 0.001381377244270815 0.0013195812493140844 0.001000475592163666 0.001182288657121347 0.0010694472323284909 0.00130495932425606 0.0010164551830635915
leaf_count=578 126 312 290 323 106 241 55 200 91 15 87 134 193 73 118 342 47 126 34 97 150 40 74 58
internal_value=0 2.58307e-05 5.88467e-05 9.1288e-05 0.000119825 7.86561e-05 0.000110708 0.000330223 0.000199335 0.000680163 -7.48598e-06 0.000227061 -1.50693e-05 -0.000318273 0.000113454 0.000189389 0.000306028 0.000158298 -1.35895e-05 0.000234764 -7.94419e-05 -0.000602299 0.000488425 -0.000315872
internal_weight=0 0.0317726 0.0305677 0.0293922 0.0282645 0.0262773 0.0250906 0.00913954 0.00775604 0.00233275 0.00542329 0.00405327 0.0159511 0.00474856 0.0112025 0.0101177 0.00824274 0.00690837 0.00552699 0.00362502 0.0026176 0.00329356 0.00262454 0.00222411
internal_count=3910 3784 3206 2894 2604 2281 2175 918 718 106 612 525 1257 364 893 838 496 449 323 205 391 291 108 251
is_linear=0
shrinkage=0.00151575


Tree=2005
num_leaves=16
num_cat=0
split_feature=1 4 4 15 15 52 0 14 2 151 52 3 12 160 3
split_gain=6.44618e-05 0.000123048 0.000164749 0.000125698 0.000117173 0.000113619 0.000160266 0.000139308 0.000198241 0.000195249 0.000126097 0.000108597 8.83778e-05 8.24118e-05 8.01417e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.49837999999999999 0.083935000000000023 0.090505000000000016 -0.27466499999999994 -0.07773999999999999 -0.23083499999999998 0.082715000000000025 -0.0088999999999999982 -0.012244999999999997 -0.08323499999999999 0.088325000000000015 0.085545000000000024 -0.076539999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 5 -2 7 -7 12 -10 -8 -5 -9 -11 -3
right_child=4 3 -4 11 -6 6 10 8 9 13 -12 -13 -14 -15 -16
leaf_value=-0.0012438534437159297 -0.0015448526120231624 -0.00094095391147855758 0.002157045184753425 -0.0013958931038299436 -0.001948590693851222 -0.0020742323614869923 0.0040629725184647865 -0.0020378785437881741 3.0389560966042156e-05 0.0044771643812374249 0.0008726011542987504 0.0015761583934636061 0.00053363250456547298 0.0017004885302849121 -0.0031723592277785443
leaf_weight=0.0011901010790199562 0.0011515084443720078 0.0015976069424548621 0.001578677368860415 0.0011554784250901243 0.0010086113189121818 0.0010536429023190741 0.0010714331311614811 0.0013970701828766949 0.0019461569266083795 0.0010174308839491133 0.0013138782208464098 0.0011876806584502908 0.0011697695712350187 0.0010193906393932139 0.0014743477933744052
leaf_count=75 177 817 91 481 313 56 221 181 178 142 234 410 171 37 326
internal_value=0 -0.000488328 0.000695241 -0.00109349 0.000304134 0.00050809 0.000744753 0.000255078 0.000629785 0.00159373 0.00230565 0.000110555 -0.00086598 0.00308749 -0.00201189
internal_weight=0 0.00818389 0.00276878 0.00541511 0.0121489 0.0111403 0.00998877 0.00760346 0.00654982 0.00398298 0.00238531 0.00234316 0.00256684 0.00203682 0.00307195
internal_count=3910 2200 166 2034 1710 1397 1220 765 709 357 455 891 352 179 1143
is_linear=0
shrinkage=0.00690203


Tree=2006
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 1374 130 453 0 47 16 123 13 43 133 16 13 4 4 160 12 1 1
split_gain=0.00053721 0.00046721 0.000291629 0.000277133 0.000252776 0.000258717 0.00018411 0.000223905 0.000266832 0.00028284 0.000264183 0.000258536 0.000362847 0.000317026 0.000318179 0.000305897 0.000184917 0.000217211 0.000187327 0.000419167 0.000183215 0.000257581
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 -0.086274999999999991 1.0000000180025095e-35 -0.23029999999999998 0.10783500000000001 -0.064504999999999993 1.0000000180025095e-35 0.17936000000000002 -0.15426499999999996 -0.085714999999999986 0.15737500000000001 -0.074599999999999986 -0.082054999999999975 -0.23071499999999998 0.031805000000000007 0.083785000000000012 0.092550000000000007 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 10 -10 11 12 -9 -14 16 -16 17 -15 19 20 -18 -22
right_child=-2 2 3 -5 5 6 -8 8 9 -11 -12 -13 13 14 15 -17 18 -19 -20 -21 21 -23
leaf_value=-0.00085941694155735172 -0.00105990208457856 -0.00069930106011391747 -0.00045759296034695576 -0.00054683498919811822 -0.00052293590492906048 0.00072226071603827659 -0.00037569192593395266 0.0009441235093829881 0.0011337862001613794 0.00019664151185471104 0.00076388541278566183 -0.00056277838050783954 0.00061896926721734388 -4.7057514216935498e-05 -9.6752879664663836e-05 -0.0011243903550899497 0.00055457520490794616 0.00087326964621480094 0.0003728374344348614 -0.00078761952440987667 -0.00059954390335164741 0.00033647525490278609
leaf_weight=0.0012935887626021316 0.0010630726202419663 0.0010951920807471113 0.0015924324314706686 0.0014663437438611196 0.0011918601162342326 0.0017817884163440134 0.0012215388630871784 0.0010768959843723254 0.0012269726164443884 0.0016917873520296825 0.0012561070394297982 0.0013640400630701146 0.0018799740247956035 0.0010295711686829634 0.0016927672050321974 0.0010281940089543204 0.0013182556123094887 0.0012585811099634844 0.0019530292894070211 0.0016604422247679246 0.0012822924956281678 0.0013150396396632985
leaf_count=578 126 312 66 123 117 78 88 65 66 96 260 99 322 37 60 209 59 175 177 655 36 106
internal_value=0 1.46207e-05 5.31002e-05 8.22301e-05 0.000116621 0.000152865 0.000186374 0.000216466 0.00017362 0.000590593 0.000106437 5.74528e-05 0.000112052 4.99046e-05 -3.5421e-05 -0.000485075 8.92063e-05 0.000459162 -2.32266e-05 -0.00016195 0.000103371 -0.000125634
internal_weight=0 0.0306767 0.0293831 0.0282879 0.0268216 0.0252291 0.0240373 0.0228157 0.0210339 0.00291876 0.0181152 0.0168591 0.015495 0.0144181 0.0125382 0.00272096 0.00981721 0.00228815 0.00752906 0.00557603 0.00391559 0.00259733
internal_count=3910 3784 3206 2894 2771 2705 2588 2500 2422 162 2260 2000 1901 1836 1514 269 1245 212 1033 856 201 142
is_linear=0
shrinkage=0.00148603


Tree=2007
num_leaves=25
num_cat=0
split_feature=14 1213 9 1456 52 157 1374 133 14 51 151 457 1 151 2 15 4 15 12 3 12 0 52 4
split_gain=0.000489731 0.000412525 0.000325893 0.000257889 0.000257073 0.000313787 0.000239741 0.000249845 0.000277131 0.000332692 0.000264414 0.000307565 0.000217364 0.00024119 0.000297419 0.000257647 0.000269526 0.000190432 0.000159811 0.000142242 0.000490147 0.000146459 0.000139529 7.69467e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.095439999999999983 0.13493500000000003 -0.13131999999999996 0.013805000000000001 0.087190000000000017 -0.033754999999999993 0.12864500000000004 -0.083559999999999982 0.085155000000000022 0.088345000000000021 -0.51381999999999983 -0.0078499999999999976 0.088325000000000015 0.097615000000000021 0.092255000000000018 -0.083564999999999987 0.08709500000000002 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8 10 11 -10 13 -13 18 16 -16 22 23 20 21 -18 -11 -15
right_child=-2 2 3 4 5 6 7 -9 9 17 -12 12 -14 14 15 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00091833291709040731 -0.0011834480516576614 0.0010189544307336134 -0.00075335689201929182 -0.00074586842260302322 0.00076159772556761839 -0.00062273455221965217 -0.00049664204572414511 -0.00073624563639065237 -0.00088465523901996152 0.00058076444765022982 0.00087459211344858602 -0.0006364704712465846 0.00061716407526910748 -0.00092308877765005847 -0.00032227836834256089 -0.0003913895106736117 0.00038908313622704188 5.7519926237456873e-05 7.6115811190671017e-05 0.0010727184253961171 -0.00057212226813353165 0.0012250293015816788 0.0013903357535237286 -0.0002698052372193084
leaf_weight=0.0012987326444590516 0.001010678936097186 0.0010069265715721204 0.0011716690129722753 0.0010972719913605556 0.0019224213670429721 0.0014704332463608685 0.0019110199244036152 0.001025634195014862 0.0010164690976752341 0.0015828946927153864 0.0011406733637430435 0.0015057770803628698 0.0019490665723815798 0.0010855183406262119 0.0010869622666896863 0.0013025114504164881 0.0011276055535457737 0.001124889005254758 0.0018992288567514226 0.0014192785673081687 0.001006761711711851 0.0013321428923245178 0.001020056894868504 0.0010180243218798068
leaf_count=578 126 126 312 290 309 33 90 313 114 113 56 166 129 197 22 160 161 77 185 49 112 90 70 32
internal_value=0 2.36814e-05 6.4161e-05 3.12545e-05 6.40345e-05 9.7013e-05 4.59595e-05 8.7704e-05 0.000125215 0.000182853 8.0984e-05 2.35056e-05 8.61626e-05 5.20414e-06 9.08768e-05 0.000296491 0.000446501 0.000644398 -0.000282838 0.000617534 0.00043117 0.000841812 0.000898023 -0.000606928
internal_weight=0 0.031522 0.0302232 0.0292163 0.0280446 0.0269474 0.0250249 0.0235545 0.0225289 0.0206179 0.01689 0.0157493 0.0147329 0.0127838 0.011278 0.00727526 0.00597275 0.00372784 0.00400277 0.00488579 0.00346651 0.00245975 0.00260295 0.00210354
internal_count=3910 3784 3206 3080 2768 2478 2169 2136 1823 1733 1473 1417 1303 1174 1008 594 434 260 414 412 363 251 183 229
is_linear=0
shrinkage=0.00170698


Tree=2008
num_leaves=23
num_cat=0
split_feature=14 1213 51 1 47 47 50 475 51 42 403 1374 13 1 42 0 12 15 47 4 3 12
split_gain=0.000371195 0.000368949 0.000306369 0.000267197 0.000539999 0.000253292 0.000237256 0.000269027 0.000262761 0.000314331 0.000296669 0.0002721 0.00023263 0.000260586 0.000276093 0.000276914 0.000319583 0.000313678 0.000288812 0.000216318 0.000117822 0.000117769
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10783500000000001 0.10625000000000001 -0.067819999999999978 -0.032189999999999989 -1.0000000180025095e-35 0.03138500000000001 -0.095439999999999983 -0.51172499999999987 0.11183500000000002 0.092145000000000019 -0.08824499999999999 0.088325000000000015 -0.029114999999999999 0.09252500000000001 0.0057500000000000008 -0.080744999999999997 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 10 -10 -11 -13 14 15 17 -17 18 19 -14 -18 -16
right_child=-2 2 3 -5 -6 -7 -8 8 9 11 -12 12 13 -15 21 16 20 -19 -20 -21 -22 -23
leaf_value=-0.00084017102518238321 -0.00095027811724676962 -0.00081537220040352177 0.00073295408274496503 0.00077060770715840917 -0.0010266048618705924 0.0008106321164820505 -0.00064194220368710131 -0.00069785921250902557 -0.0009354834523417954 -0.00048163395545585801 9.6359573528041604e-05 -0.00044088381728444437 8.9391517647733745e-05 0.00088981091983752277 4.7289130513989035e-05 9.0657986145476852e-05 0.00059932799092154423 -0.00059605560287808812 -0.00040178166909747505 0.00089365266877644339 0.0012386274404944529 -0.00070403152207578693
leaf_weight=0.001231635270901337 0.0010509617334849 0.0010018116384201683 0.00162398471484304 0.0014166248475337559 0.0011456947271623044 0.0012423401003966985 0.0011660847317116535 0.0011390028726583753 0.0013768499997218317 0.0014822455603820109 0.0015133707130620122 0.0012042182303877358 0.0016146509375192797 0.001684539304388691 0.0011452147346621153 0.0019035899609244188 0.0014255736004444852 0.0013386975528171165 0.0011756596543534004 0.0018643864744327665 0.0015644213020125086 0.0010211148383386104
leaf_count=576 135 126 360 154 94 75 309 221 440 30 110 32 118 195 78 254 62 75 58 101 64 243
internal_value=0 2.21201e-05 5.86787e-05 8.98975e-05 5.36883e-05 0.000102252 6.59515e-05 0.000101721 5.39377e-05 9.60897e-05 -0.000395192 0.00017758 0.000238872 0.000294414 0.000217578 0.00032193 0.000605833 9.01248e-05 0.000287471 0.000520388 0.000933821 -0.000306851
internal_weight=0 0.0302817 0.0290501 0.0280483 0.0266316 0.0254859 0.0242436 0.0230775 0.0214535 0.0203145 0.00289022 0.0174243 0.0159421 0.0147378 0.0130533 0.010887 0.00489358 0.00599339 0.0046547 0.00347904 0.00298999 0.00216633
internal_count=3910 3775 3199 3073 2919 2825 2750 2441 2081 1860 550 1310 1280 1248 1053 732 380 352 277 219 126 321
is_linear=0
shrinkage=0.00160853


Tree=2009
num_leaves=26
num_cat=0
split_feature=14 1213 160 51 1 47 38 124 4 48 1 16 13 12 0 4 1374 0 1186 43 12 12 160 4 16
split_gain=0.000507152 0.000458858 0.000398499 0.00030775 0.000336471 0.000508771 0.000291147 0.000447497 0.000364092 0.00029841 0.00031534 0.000356 0.000218792 0.000229752 0.000213798 0.000213618 0.000245282 0.000185092 0.000206985 0.00025756 0.000291128 0.000186581 0.000168458 0.000143388 0.000135178
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40446999999999994 -0.40274499999999996 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 -0.036134999999999994 -0.49837999999999999 0.11930500000000001 0.11198000000000001 -0.09601999999999998 -0.094679999999999986 0.10129000000000001 -0.084304999999999977 0.22584000000000001 -0.094679999999999986 -0.23029999999999998 0.081240000000000021 1.0000000180025095e-35 0.089745000000000005 0.084100000000000022 -0.036169999999999994 -0.043059999999999994 -0.077349999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 10 12 -12 14 15 -10 16 -14 -18 19 20 21 22 -19 -24 -22
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 11 -13 13 -15 -16 -17 17 18 -20 -21 24 -23 23 -25 -26
leaf_value=-0.00084666078541566019 -0.0010408950928280623 -0.00086345073783617018 -0.00070277295498716015 0.00098721095520703053 0.00079929392766125518 -0.00093382559015496027 -0.00065290597664277074 -0.00059589711293631348 0.00013342924525351684 -0.00057287689234788053 0.0011686949079921056 0.00011612748395616467 -0.00049707703899716179 -0.00060324614084419882 0.00088884703452218547 -0.00045170890261228206 0.00073891825867732487 0.00065575176030646773 0.00075805959558418554 -0.00061282884673116364 0.001021944948241699 -0.00053738145289576134 0.00039468346372357685 -0.00030402207270933295 0.0002925392724281101
leaf_weight=0.0013117183702614213 0.0010394422701231467 0.0010173161696702257 0.0010622602518887128 0.0013269684329139378 0.0014900137680678291 0.0010627783200216614 0.0010454818865512907 0.0015497948066037692 0.0019202912138700512 0.0011944033538853196 0.0014429752131246559 0.0013961422773194334 0.0011421778361988552 0.0011345999446272593 0.0014536135852836118 0.001420087186438935 0.0013632050849494625 0.0010051888714828205 0.0011037363532282454 0.0010554063355157073 0.0010014488891467721 0.0012037869681477305 0.0010125821926187939 0.0018043862756731699 0.0012759534400953454
leaf_count=578 126 258 124 227 154 88 68 136 107 43 92 128 52 220 35 85 41 70 57 201 108 494 56 112 250
internal_value=0 1.39326e-05 5.09629e-05 8.25318e-05 0.0001119 7.38456e-05 0.000115271 0.000147646 0.000100197 0.00014939 0.000190994 0.000651093 0.000118003 3.88074e-05 0.000458894 9.322e-05 0.00015788 0.000226982 0.000153231 7.33658e-05 0.000172528 -2.71914e-05 0.000133493 -5.28667e-05 0.000613283
internal_weight=0 0.0317963 0.0304846 0.0294673 0.028405 0.026915 0.0258522 0.0248067 0.0234798 0.02193 0.0207356 0.00283912 0.0178965 0.0145226 0.0033739 0.013388 0.0119679 0.0108257 0.00946249 0.00835875 0.00730335 0.00502594 0.00382216 0.00281697 0.0022774
internal_count=3910 3784 3206 2948 2824 2670 2582 2514 2287 2151 2108 220 1888 1746 142 1526 1441 1389 1348 1291 1090 732 238 168 358
is_linear=0
shrinkage=0.00148603


Tree=2010
num_leaves=25
num_cat=0
split_feature=14 1213 1456 11 13 52 453 1374 0 39 150 159 3 13 15 0 3 42 403 4 4 4 16 1
split_gain=0.00059765 0.000435946 0.00030266 0.000272902 0.000281689 0.000309499 0.000273876 0.000245709 0.000302741 0.000292687 0.000341502 0.000330337 0.000268732 0.000243548 0.000297616 0.000249384 0.000488568 0.000263823 0.000335566 0.000235553 0.000176435 0.00029939 0.00012777 6.57298e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 0.090640000000000012 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.005105000000000001 0.08826500000000001 0.093320000000000014 -0.005644999999999999 0.17936000000000002 -0.10469999999999999 -0.10071499999999999 -0.074234999999999982 0.088235000000000022 0.03138500000000001 -0.026614999999999996 0.25367000000000006 -0.077679999999999985 -0.057604999999999996 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 20 7 -6 -9 10 11 13 -11 14 -10 22 17 18 -17 -19 21 -4 -16 -23
right_child=-2 2 3 -5 6 -7 -8 8 9 12 -12 -13 -14 -15 15 16 -18 19 -20 -21 -22 23 -24 -25
leaf_value=-0.00077701689953019941 -0.0010440547698447507 -0.00065588481655871151 0.0010539130548625471 -0.0005003311707509324 -0.00046708704168442954 -9.9633398357577366e-05 -0.00066782641559234575 0.00068407816318378871 -0.00046135253965751897 0.00096700477843490967 -0.00080850814001808566 -0.00066274422088783585 2.8858087368336118e-05 -0.00034406432459983686 0.00026185521214514918 -0.00029617070601550079 -0.00047902732263034207 0.00025521707914295621 0.00067498197956074475 0.0011859888720172069 0.0011174780687858684 -0.0001219388749161542 0.00090527312768653707 0.00038584145732934984
leaf_weight=0.0013253869630061718 0.0011033311398380699 0.0011607518181893052 0.0010674974515642033 0.0015276241339359222 0.0015486777560251843 0.0018092400067761805 0.0010472768189195838 0.0017883942546115172 0.0012342219535720284 0.0013093787780310666 0.0010120192644690199 0.0012127049370478657 0.0011881819396843954 0.0019834670958045484 0.0010263003003228022 0.0018095992113987191 0.0018888461316803867 0.0010614729490387997 0.001212040208132148 0.0011618463176188421 0.0010396066873324949 0.0010754715300693709 0.0016291494709328403 0.0010070679859046638
leaf_count=578 126 312 55 123 61 113 75 77 140 221 126 183 109 92 35 538 278 255 58 73 104 57 41 80
internal_value=0 2.5074e-05 5.95887e-05 8.76077e-05 0.000119556 0.000394066 4.50884e-05 8.05297e-05 0.000123982 6.74835e-05 -6.83014e-06 5.02257e-05 0.000520694 0.0001167 0.000199605 0.000282938 0.000143849 0.000368163 9.33781e-05 0.000741613 0.000607263 0.000438876 0.0006566 0.000123612
internal_weight=0 0.0321262 0.0308008 0.0296401 0.0281125 0.00599888 0.0221136 0.0210663 0.0195176 0.0177292 0.0152317 0.0142196 0.00249756 0.0130069 0.0110235 0.00978925 0.0071338 0.00524496 0.00302164 0.00222332 0.00418964 0.00315004 0.00265545 0.00208254
internal_count=3910 3784 3206 2894 2771 409 2362 2287 2226 2149 1819 1693 330 1510 1418 1278 1202 924 596 328 296 192 76 137
is_linear=0
shrinkage=0.00142833


Tree=2011
num_leaves=26
num_cat=0
split_feature=14 1213 51 1 47 123 50 12 1 133 42 159 42 1374 47 0 3 160 15 42 12 3 13 4 4
split_gain=0.000520159 0.00044023 0.000431263 0.000306266 0.000581507 0.000325186 0.000453832 0.000455638 0.00043588 0.000340475 0.000289739 0.00030551 0.000271149 0.000297507 0.000274269 0.000251152 0.000320925 0.000262843 0.000223575 0.00021026 0.000260965 0.000206554 0.000179485 0.000105931 3.11835e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 0.10625000000000001 -0.062539999999999984 0.11235500000000002 -0.085714999999999986 -1.0000000180025095e-35 0.089930000000000024 0.092145000000000019 -0.094679999999999986 0.09252500000000001 -0.23029999999999998 0.090325000000000003 -1.0000000180025095e-35 -0.10312999999999999 0.088115000000000013 0.085325000000000012 0.12991000000000003 -0.013465 -0.03614499999999999 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 22 -11 12 13 -12 15 -15 17 -17 -10 20 23 -18 -9 -19 -14
right_child=-2 2 3 -5 -6 -7 -8 8 18 10 11 -13 24 14 -16 16 21 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00075435040743905123 -0.00098879364281020368 -0.00082526456545582532 -0.00073517437523246902 0.00069201666974101324 -0.00089282213045211952 0.00066212706079763427 -0.00084183228327863247 0.00095316201576246698 0.0011396458456225961 -0.00057354584852878192 -0.00040240462031384638 -0.000650930796578172 -0.00020417631533650697 0.00080524523796147052 -0.00026044494061453735 -0.00021609821144963386 -0.00056525799355198862 0.00099810992172219754 0.00032462800758575118 0.0010083802752827208 -8.497948619723212e-05 0.00022439163773512518 0.0001772058276801703 0.00040764053391677502 -0.00055267033847555694
leaf_weight=0.0013939725640062231 0.0010417366829565391 0.001068223373902887 0.0012545581922950846 0.0015229925562449563 0.0012341630243275495 0.0018173947031405171 0.0010739820264924196 0.0011752003528151533 0.0011144163886260827 0.001578525210434222 0.0015843348706674485 0.0011305402099116282 0.0010028596139451951 0.0017886613235447062 0.0018291944078046027 0.001127801443165934 0.0013462231092269406 0.0010105383163079296 0.0016185815798710748 0.0013382819454004213 0.0015397468309084061 0.0012551934258908659 0.0011629860460114208 0.0014515484510476875 0.0010111196900361432
leaf_count=578 126 126 101 154 94 266 314 177 64 354 54 153 18 67 96 273 56 25 119 62 158 25 113 73 264
internal_value=0 1.6005e-05 4.95241e-05 7.96986e-05 4.80284e-05 8.91874e-05 4.97373e-05 8.75539e-05 0.000130443 6.29893e-05 9.20844e-07 5.29884e-05 0.000101854 0.000169731 0.000241178 0.000325684 0.000231105 0.000398161 0.000656962 0.000527889 0.000367205 -0.000184249 0.000567211 0.000649993 -0.000379138
internal_weight=0 0.033431 0.0320371 0.0309688 0.0294459 0.0282117 0.0263943 0.0253203 0.0240658 0.0213328 0.0189946 0.017416 0.0162855 0.0142715 0.0126872 0.010858 0.00906933 0.00646792 0.002733 0.00534012 0.00400183 0.00260142 0.00233819 0.00246209 0.00201398
internal_count=3910 3784 3206 3080 2926 2832 2566 2252 2151 1968 1678 1324 1171 889 835 739 672 591 183 318 256 81 290 98 282
is_linear=0
shrinkage=0.00140032


Tree=2012
num_leaves=16
num_cat=0
split_feature=11 4 403 484 49 160 0 3 1 16 52 4 0 12 1
split_gain=7.88259e-05 9.18139e-05 0.000107624 8.62469e-05 0.000102423 0.000113584 0.000114052 0.000131861 0.000160437 0.000128596 0.000173743 0.000189508 0.000315821 5.30968e-05 5.1052e-05
threshold=0.088315000000000018 0.27608500000000008 -1.0000000180025095e-35 -0.0043499999999999988 0.10960000000000002 0.11161500000000001 -0.22851499999999997 0.076695000000000013 0.079945000000000016 0.22945500000000005 0.091715000000000005 -0.076329999999999995 -0.10071499999999999 0.088375000000000023 0.093935000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -9 10 11 13 14 -8 -13
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0024009709826571541 -0.0020012758322709837 0.0015774883786317151 -0.0020092232600045566 0.0023038877643112065 0.0023837021050213416 -0.0022681051527003128 0.003025485301267017 0.00065056044403035448 -0.0026062252719886644 0.0022615910478700576 -0.0022497770425932468 0.00025130368000001748 -0.0030332971586727823 0.00086108364182153267 0.0024707025705606876
leaf_weight=0.0010135652534034754 0.0010243279707573679 0.001984516944240902 0.0010211981484908204 0.0012653993564555261 0.0010624803633271776 0.0010710957767308691 0.0014666638633141892 0.0013892024021462399 0.001951331456056582 0.0017060232301756434 0.0014454581136409614 0.001194310849638832 0.0015316318865414794 0.0010386876501460307 0.0010404014564611153
leaf_count=906 145 394 517 53 182 58 171 32 176 198 402 79 420 111 66
internal_value=0 8.15016e-05 -8.16428e-05 5.51593e-05 0.000185592 3.09286e-05 0.000206455 -1.48478e-06 -0.00125185 0.000441772 3.94668e-05 0.000567076 -0.000471342 0.00212815 0.00128458
internal_weight=0 0.020182 0.0181974 0.0171839 0.0161627 0.0151002 0.0140291 0.0127637 0.00334053 0.00942318 0.00771715 0.0062717 0.00376634 0.00250535 0.00223471
internal_count=3910 3765 3371 2465 1948 1766 1708 1655 208 1447 1249 847 565 282 145
is_linear=0
shrinkage=0.00732449


Tree=2013
num_leaves=17
num_cat=0
split_feature=151 15 1 50 48 4 15 3 15 4 15 15 457 12 52 43
split_gain=6.73866e-05 0.000107737 0.000133373 0.000153482 9.83854e-05 0.000109549 0.000144246 0.000140728 0.000170714 0.000114584 0.000210552 0.000162359 0.00018133 0.000153336 0.000122217 0.000148778
threshold=0.087190000000000017 0.10043500000000001 0.14000500000000002 0.10119500000000002 0.11379500000000002 0.28937500000000005 -0.11739999999999999 0.10420500000000001 -0.10071499999999999 -0.0017649999999999999 -0.021529999999999997 -0.0071449999999999994 0.085130000000000025 0.092365000000000017 -0.0066199999999999991 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 10 -10 12 -11 14 -12 -16
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 11 13 -13 -14 -15 15 -17
leaf_value=-0.0030019732787401319 0.0018271394782722926 -0.0026537126253166278 0.0029897600960295135 -0.0032899688382248228 -0.0022257681890583219 0.0026973131246299533 0.0024666845923332968 0.0025252087548029759 0.0029316278461429587 -0.0056173669540633591 -0.0021857386765891957 0.00087291400448961433 -0.00068168914956639591 -0.0036266858464687472 -0.0010625502255772539 0.0027590444493370216
leaf_weight=0.0010366320766636719 0.0013108760472473882 0.0011397541316074391 0.0010065208686879821 0.0010428013476339966 0.0012556295731233061 0.0011707333881485005 0.0016033747202692733 0.001688473159326632 0.0014795627235472874 0.0010590901457697074 0.0012224466244664519 0.0010615928039157266 0.0010485918903526681 0.0010002518074059275 0.001345156357057644 0.0015544157036890905
leaf_count=215 136 371 139 417 98 228 89 94 348 341 294 88 37 310 457 248
internal_value=0 -0.000142847 1.12162e-05 -0.000159426 3.81141e-05 0.000224266 1.8921e-05 0.000258649 -7.78082e-05 -0.000495343 0.00013593 -0.00181033 -0.00316182 -0.000671605 4.5477e-05 0.000986148
internal_weight=0 0.019715 0.0185753 0.0175688 0.016526 0.0152703 0.0140996 0.013063 0.0113745 0.00977111 0.00660183 0.00316927 0.00210768 0.00512227 0.00412202 0.00289957
internal_count=3910 3774 3403 3264 2847 2749 2521 2306 2212 2123 1657 466 378 1309 999 705
is_linear=0
shrinkage=0.00841354


Tree=2014
num_leaves=16
num_cat=0
split_feature=1 51 12 16 4 15 457 484 151 0 43 16 3 403 0
split_gain=6.45961e-05 0.000136385 0.000120313 0.000215031 0.000190518 0.0001781 8.14487e-05 8.27456e-05 0.000119591 0.000155372 0.000105326 0.000199503 0.000191417 0.000102911 2.90905e-05
threshold=0.10113500000000002 0.08955500000000001 -1.0000000180025095e-35 -0.072804999999999981 0.26048500000000002 -0.0089749999999999986 0.088020000000000001 0.084225000000000008 -0.082774999999999987 -0.10209999999999998 -0.15426499999999996 -0.0078249999999999986 -0.060719999999999989 0.086810000000000012 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 14 7 8 -1 -10 -11 12 13 -12 -5
right_child=2 -3 3 5 -6 -7 -8 -9 9 10 11 -13 -14 -15 -16
leaf_value=0.0014976381238139317 0.0018104408529437828 -0.0023399143856127663 0.0029539116901986036 -0.002866223709573055 -0.00013336773971158231 0.00093322358727346028 0.0014793900310749578 0.0010968843104819613 -0.0021456383999169815 0.0013813660748395321 -0.0019482251635417663 -0.0021325468638785277 0.0022822856385825074 0.00066001519769877284 -0.0014215718023179668
leaf_weight=0.0010175866444587936 0.0017444869111794209 0.0010572858080386436 0.0012494904178499133 0.0010057799189731043 0.0017083586404990705 0.0010253216391959974 0.0010873726804824799 0.0014405141843096972 0.0020011597203204046 0.0011943491580943292 0.0011843612586652161 0.001930874995620232 0.0011474146756410755 0.0010135354891796788 0.0010071844037331523
leaf_count=182 364 287 96 97 183 160 106 293 260 151 937 484 52 171 87
internal_value=0 -0.000270955 0.000421622 1.75652e-05 0.0011708 -0.00110514 -8.89258e-05 -0.000244953 -0.00044865 -0.00068243 -0.0002299 -0.000594635 0.000293029 -0.000745464 -0.00214339
internal_weight=0 0.0130745 0.00774062 0.00599614 0.00295785 0.00303829 0.0120172 0.0109298 0.00948928 0.0084717 0.00647054 0.00527619 0.00334531 0.0021979 0.00201296
internal_count=3910 2923 987 623 279 344 2636 2530 2237 2055 1795 1644 1160 1108 184
is_linear=0
shrinkage=0.00600863


Tree=2015
num_leaves=25
num_cat=0
split_feature=1213 14 1456 11 13 13 2 453 124 132 0 13 52 51 0 150 2 4 42 16 16 4 2 16
split_gain=0.000390241 0.000384951 0.000232072 0.000236976 0.000253278 0.000323188 0.000306543 0.000259016 0.000234055 0.00024031 0.000342237 0.000303093 0.000188859 0.000234407 0.00017761 0.000218967 0.000178795 0.00041674 0.000184866 0.000270067 0.000142479 0.000134504 8.65308e-05 8.27952e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 1.0000000180025095e-35 -0.048219999999999992 0.079995000000000011 -0.053834999999999994 0.10924000000000002 0.13709500000000002 -0.088094999999999993 -0.230625 0.087235000000000021 0.083185000000000023 0.05309500000000001 0.085195000000000007 -0.083144999999999983 -0.14879499999999998 0.035895000000000003 0.086365000000000011 0.42021000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 20 8 -6 10 12 -12 13 -10 -15 16 17 -16 19 22 -7 -8 -18 -13
right_child=1 -3 3 -5 7 6 21 -9 9 -11 11 23 -14 14 15 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00080231948699909623 -0.00059441850840460237 -0.00085809231217766617 -0.00032613824047988092 -0.00050058316609271464 0.00073641026253386602 0.000588590185454881 0.0013072572184944775 -0.00068796718611943166 0.00070115735707600569 0.00062777223484374717 -0.00084823889438611418 0.0002941345871811759 0.00054339346333090281 0.00042853810234411485 -0.0010560221772195411 -0.00065192505118316624 0.00062121476029341658 0.00013515928878001025 0.0006699815895827555 -0.0005621312178927852 -0.0001701251307404308 0.00059020512096865361 3.5112739318929406e-05 -0.00030416951620574495
leaf_weight=0.0013170760210917112 0.0011617265489733261 0.0010537734456307893 0.0011012226981226281 0.0014535480425297278 0.0011235206885096263 0.0010032539322808592 0.001159139882725313 0.001026288559022869 0.0010474561460786661 0.0014092613317702443 0.0017900914573990663 0.0010023136054311266 0.0018449266470795126 0.0015453282313169165 0.0010433603218158449 0.0014210716898175324 0.001009648201375609 0.0017141276077020928 0.0011805023601390296 0.0012552830538866827 0.00120072274782168 0.0011516073624956435 0.001238740043874087 0.0010414718389739619
leaf_count=592 310 119 52 123 231 69 81 75 148 197 230 46 236 60 257 138 70 33 235 257 108 95 128 20
internal_value=0 2.41467e-05 5.62882e-05 8.35167e-05 0.000115787 0.00039567 0.000571732 3.98304e-05 7.78091e-05 3.79057e-05 -1.06096e-05 -0.000401785 0.000102147 3.10841e-05 -3.63513e-05 -0.000117411 -1.53388e-05 -0.000315552 0.000161391 -9.96951e-06 0.000175243 0.0009499 0.000298304 -1.07491e-05
internal_weight=0 0.0299784 0.0289246 0.0277629 0.0263093 0.00561595 0.00451472 0.0206934 0.0196671 0.0185436 0.0171343 0.00383388 0.0133004 0.0114555 0.0104081 0.00886273 0.00744166 0.00275749 0.00468417 0.00350367 0.00220398 0.00231075 0.00224839 0.00204379
internal_count=3910 3318 3199 2889 2766 405 353 2361 2286 2055 1858 296 1562 1326 1178 1118 980 290 690 455 177 176 198 66
is_linear=0
shrinkage=0.00148603


Tree=2016
num_leaves=24
num_cat=0
split_feature=14 1213 52 1456 157 13 0 43 52 1 403 2 52 0 0 4 16 48 1 15 1 52 16
split_gain=0.000608896 0.000485281 0.000288511 0.000248883 0.000274781 0.000252802 0.000405845 0.000336749 0.000247941 0.000316946 0.000300973 0.000232173 0.000388695 0.000345929 0.000315445 0.000217934 0.000176952 0.000209573 0.000238691 0.00015851 0.000250259 0.000147956 0.00013618
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.010384999999999998 -0.017269999999999997 -0.34918499999999997 -0.0093349999999999978 0.089895000000000017 0.085405000000000023 0.11230000000000001 0.12267000000000002 -0.230625 -0.07773999999999999 -0.23071499999999998 -0.12467499999999999 0.091065000000000021 0.076710000000000014 -0.094924999999999995 0.092550000000000007 0.092550000000000007 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 8 7 -7 9 -6 16 13 -13 -9 19 -8 17 18 -10 20 -15 -18 -21
right_child=-2 2 3 4 5 6 15 11 10 -11 -12 12 -14 14 -16 -17 21 -19 -20 22 -22 -23 -24
leaf_value=-0.0010100797693303695 -0.0012746753757517709 -0.00080944495609929607 -0.00071936850094666356 0.00075941504586545742 0.00019679709916896757 -0.0010875211878121145 0.00014553315549949061 0.00087832960104710246 -6.9920851850579518e-05 0.0013102568899193844 0.00099148661049938279 -0.0011062403676751025 0.00027053285833357325 0.00043762322126166859 0.00060054098751703537 0.001128772015112434 -0.00086631848112901015 -0.00038222435249523506 0.00098780557665542959 -0.0002619892207568836 -0.00053765863565552983 -3.3409561050367397e-05 -0.0010728355220018888
leaf_weight=0.0013130827241587531 0.0011306935397717146 0.0010864842297177704 0.0010703311626808132 0.0019912675771025087 0.0016949017015231438 0.0011589100576158704 0.001729697664940133 0.001263814969277635 0.0011940564258480458 0.0014278732768886193 0.0010420005373446006 0.0015592028103571113 0.0010338227926442317 0.001641085333452477 0.0015055552462788172 0.0011297261148613983 0.001051362189941926 0.0011770633505989725 0.0014110853724967898 0.0014274418005582904 0.0015518239503206077 0.0016791213978837316 0.001121027711895377
leaf_count=578 126 337 265 323 194 98 62 47 97 163 71 112 39 54 122 80 345 73 172 89 38 250 175
internal_value=0 2.59237e-05 7.13482e-05 0.000104506 0.000136236 8.8138e-05 -5.6686e-05 -0.000194423 0.000293247 0.000705921 0.000122666 -0.000101209 -0.00055733 3.77601e-05 -0.000108829 0.000534 -1.63415e-05 0.000227509 0.000503001 -0.000294847 -3.63852e-05 -0.000354118 -0.000618667
internal_weight=0 0.0312607 0.0299477 0.0288612 0.0277908 0.0257996 0.0151221 0.0122627 0.0106775 0.00312277 0.00755469 0.0111038 0.00259303 0.00851075 0.00724693 0.00285942 0.00651269 0.00378221 0.00260514 0.00574138 0.00319291 0.00273048 0.00254847
internal_count=3910 3784 3206 2869 2604 2281 916 774 1365 357 1008 676 151 525 478 142 937 342 269 356 92 595 264
is_linear=0
shrinkage=0.00174112


Tree=2017
num_leaves=17
num_cat=0
split_feature=453 4 16 151 160 133 15 47 1 457 16 49 16 4 4 0
split_gain=6.46348e-05 0.000140656 0.000161163 0.000107822 0.000142399 0.000150141 0.000179029 0.000105675 0.000148123 0.000229566 0.000133937 0.000127569 0.000203938 0.000116945 0.000182089 0.00014898
threshold=1.0000000180025095e-35 0.28937500000000005 -0.077034999999999978 -0.088294999999999985 -0.092169999999999988 -0.0056849999999999991 0.085120000000000015 0.09550500000000002 0.11215000000000001 0.088175000000000017 -0.033174999999999989 -0.0057999999999999987 -0.15168999999999996 -0.0021099999999999995 -0.08422499999999998 0.14676000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 9 11 -9 -7 -13 14 15 -14
right_child=-2 2 -4 4 5 7 -8 10 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.0019518659474854793 -0.0017455157188109203 0.0034623513148418308 -0.00034375927773901431 -0.0026874543595017423 -0.0034630360293307363 -0.0018714725673446512 0.00027377950905619112 0.0034985327532569849 -0.0023702615205285112 0.0026996037327506311 -9.2970646930654675e-05 0.0025854631297451379 -0.0025278743656967145 -0.002487835986908553 0.0023273186364993221 0.00098113176392142232
leaf_weight=0.0011452700617698283 0.0010189077873953281 0.0012187908727616477 0.0010069204823121292 0.0011357943055314906 0.0013220664520468594 0.00186399630706392 0.001223508432084866 0.0010085178258254501 0.0012336514090327899 0.0015526422639067236 0.0010509055813731081 0.0014067168938650138 0.0013629625312285435 0.0010920316902648221 0.0012436597061744664 0.0010707929659943272
leaf_count=232 99 306 98 467 448 253 402 70 134 64 93 91 387 204 532 30
internal_value=0 7.23648e-05 0.00174045 -0.000137243 -0.00028166 -0.000104587 -0.00166697 0.000204057 -7.40015e-05 0.000221302 0.00166582 -0.000257285 0.000229884 -0.000464878 0.000135852 -0.000983997
internal_weight=0 0.0199382 0.00222571 0.0177125 0.0165672 0.0154315 0.00254557 0.0128859 0.0108265 0.0095928 0.00205942 0.00804016 0.00617616 0.00476945 0.00367742 0.00243376
internal_count=3910 3811 404 3407 3175 2708 850 1858 1695 1561 163 1497 1244 1153 949 417
is_linear=0
shrinkage=0.00704007


Tree=2018
num_leaves=16
num_cat=0
split_feature=41 42 3 40 13 2 3 150 4 0 0 3 1 16 1
split_gain=6.94519e-05 8.68767e-05 0.000139669 0.000107675 0.000124681 0.000125742 0.000251617 0.000154456 0.000206103 0.000167834 0.00012664 0.000177548 0.000286289 0.000102367 8.52592e-05
threshold=0.078535000000000008 -0.11403999999999999 -0.10628499999999998 -0.018084999999999997 0.0024700000000000004 0.11230000000000001 0.10420500000000001 0.086765000000000023 0.074650000000000008 -0.081964999999999996 -0.084304999999999977 0.084925000000000014 0.089895000000000017 0.066275000000000014 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -4 5 6 7 8 9 10 11 12 -5 -3 -7
right_child=-2 2 3 4 -6 14 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0017749810182307447 -0.0016111670979053771 0.002466404790375526 0.001481949081468692 -0.0037937779522605008 -0.0025062931619095046 -0.0028217018094238585 0.0026901498077327962 -0.0021074213086010088 0.0025361132037357986 -0.0021670465971591352 0.002403418982759318 0.0019901361880567989 0.0010522981259182081 -9.4699007466066701e-05 -0.00038489916815866659
leaf_weight=0.0010530018289486394 0.0011322557181463458 0.001841447966094722 0.0017557315038338557 0.001073736631257349 0.0010099258458458752 0.0010716056713094843 0.001569523549504224 0.0015324943430350957 0.0013610957562545031 0.0015915681809477323 0.0010149947633937145 0.001019386304712544 0.0010723030687646018 0.0010954311182408971 0.0015400459498409874
leaf_count=192 195 197 334 720 297 176 118 181 126 738 208 54 70 135 169
internal_value=0 7.86517e-05 0.000183878 -6.57943e-05 -0.000261903 -8.54645e-05 0.000246072 -0.000196603 0.000213923 -0.000333674 0.000364327 -0.000289509 -0.00137236 0.00151113 -0.00138476
internal_weight=0 0.0196023 0.0185493 0.0156124 0.0138567 0.0128468 0.0102351 0.00866558 0.00713308 0.00577199 0.00418042 0.00316543 0.00214604 0.00293688 0.00261165
internal_count=3910 3715 3523 3191 2857 2560 2215 2097 1916 1790 1052 844 790 332 345
is_linear=0
shrinkage=0.00663402


Tree=2019
num_leaves=15
num_cat=0
split_feature=11 3 1 3 43 48 160 150 43 15 52 16 52 1
split_gain=6.76298e-05 9.54861e-05 0.000100679 9.26459e-05 7.79566e-05 0.000167694 0.000164798 0.000129667 0.000126781 0.000117353 9.91961e-05 7.34383e-05 8.14483e-05 0.000195582
threshold=0.081005000000000008 -0.10628499999999998 0.076710000000000014 -0.084129999999999996 -0.06705499999999999 0.086665000000000006 -0.089599999999999985 0.10871000000000001 -0.079109999999999986 -1.0000000180025095e-35 -0.087604999999999988 -0.19424999999999998 0.06136500000000001 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 -6 10 9 -5 -8 -12 13 -13
right_child=-2 3 -4 4 6 -7 7 -9 -10 -11 11 12 -14 -15
leaf_value=0.00015227547012585608 -0.0012231541588016447 -0.0014222068907390108 0.0024000938945554339 -0.0018452943085548879 0.0016435180110346351 0.0027708356062671278 -0.002387582015738055 0.0012821255142950287 0.0017109543641934039 0.00078451973064910341 -0.0014597178399767463 0.00063449219538511191 0.000963029032649575 -0.0022061478033263411
leaf_weight=0.0016165181852280065 0.0014282215011201518 0.0015684542586170908 0.0011286246801007448 0.0012826777414025152 0.0013757843067005978 0.0010051348240916053 0.0010900245179257598 0.0011804859090733246 0.0010848102857949184 0.0010129106793998754 0.0019365184756236914 0.0017945952496354316 0.0015484156690642303 0.0014711855581236166
leaf_count=138 233 875 152 417 188 189 232 74 259 105 185 293 377 193
internal_value=0 7.97379e-05 0.00107643 -8.75956e-05 5.40091e-05 0.000699768 -0.000218377 -0.000502325 8.3952e-05 -0.000684909 -0.000770989 -0.00050996 -0.000127919 -0.000645174
internal_weight=0 0.0190961 0.00274514 0.016351 0.0147825 0.00438553 0.010397 0.00902123 0.0033804 0.00229559 0.00784074 0.00675071 0.0048142 0.00326578
internal_count=3910 3677 290 3387 2512 970 1542 1354 781 522 1280 1048 863 486
is_linear=0
shrinkage=0.00577531


Tree=2020
num_leaves=26
num_cat=0
split_feature=14 1213 1456 52 157 11 13 1 2 0 43 52 42 43 52 2 2 16 0 4 49 151 4 0 160
split_gain=0.000547122 0.000522168 0.000373827 0.000371995 0.000315991 0.0002387 0.00025084 0.000359196 0.000475894 0.000341471 0.000320521 0.000285181 0.000244935 0.000235112 0.00022846 0.000574987 0.000363244 0.000229828 0.000322983 0.000305977 0.000239111 0.000232044 0.000219809 0.000214897 4.9759e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 0.088315000000000018 -0.010384999999999998 0.08844500000000001 0.106035 -0.017269999999999997 -0.34918499999999997 -0.0073199999999999993 0.085330000000000003 -0.34918499999999997 0.12267000000000002 0.11230000000000001 0.10274500000000002 -0.055679999999999993 -0.10209999999999998 -0.0031049999999999997 -0.0090499999999999973 -0.0074049999999999993 0.24280000000000004 -0.089879999999999974 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 24 6 7 8 12 10 -8 -9 23 -11 15 16 17 18 20 -20 21 -12 -13 -6 -5
right_child=-2 2 3 4 5 -7 9 11 -10 13 14 22 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.00080792123466015347 -0.00098808148202843 -0.00070368507259714705 -0.00070621094175345417 0.00041631467205123366 7.4801151493667401e-05 -0.00047138492213554857 -0.00077796958614586762 0.0010576621874384172 -0.00078075785976196787 0.00094227577027626238 0.00050638062685837626 -9.6030933595041377e-06 -0.00016134917793107371 0.00011137196479354681 0.00048316456683094862 -0.00087912640893801327 0.0007952602445478144 -0.00062446737662651987 -2.6343758967279532e-05 0.00092901635540605394 -0.00063321292076767572 -0.0003609198389106306 0.00075953187453253594 0.00080336993060666883 0.00083646535057723911
leaf_weight=0.0013214708037282133 0.0010055454577627401 0.0011288989578400457 0.0010367270097911682 0.0010302571256254889 0.0013521398864328182 0.0013728665500671857 0.001142122730833973 0.0014326322373035549 0.0010213477158680928 0.00101968603394198 0.0010922606720491501 0.0015838228530390963 0.0017862167545947411 0.0015618435002702933 0.0013806463170243513 0.0014652451347397658 0.0010020612224700409 0.0011386351911970537 0.0013179602310278149 0.0011262919739162235 0.0014909027411036425 0.0011442931394185507 0.0011706402343695833 0.0016027255589960137 0.0010124554911340447
leaf_count=578 126 312 290 179 134 71 94 163 106 10 23 229 351 113 83 107 57 125 178 40 30 21 194 152 144
internal_value=0 2.03387e-05 5.63277e-05 8.56264e-05 0.000114689 7.49425e-05 0.000105147 0.000270592 5.25982e-05 -5.46278e-06 -9.88639e-05 0.000570603 0.000232124 0.000439573 -2.93531e-05 -0.000101723 3.53117e-05 -6.88578e-05 3.36481e-05 0.000413879 -0.000215685 6.26417e-05 0.000317277 0.000469978 0.000624559
internal_weight=0 0.0317342 0.0304127 0.0292838 0.0282471 0.0262043 0.0248315 0.00994953 0.00576243 0.0148819 0.0123004 0.0041871 0.00474108 0.00258153 0.0111583 0.00977765 0.00831241 0.00731034 0.00617171 0.00244425 0.00372746 0.00223655 0.00275446 0.00295487 0.00204271
internal_count=3910 3784 3206 2894 2604 2281 2210 1329 743 881 758 586 637 123 664 581 474 417 292 218 74 44 423 286 323
is_linear=0
shrinkage=0.00134594


Tree=2021
num_leaves=16
num_cat=0
split_feature=12 12 52 52 39 47 52 1 0 0 0 43 12 1 4
split_gain=6.76351e-05 9.5287e-05 0.000110067 9.9283e-05 0.000117894 0.000116754 8.34834e-05 0.000140464 0.000118516 0.000153722 0.000178272 0.000192938 7.79533e-05 7.51578e-05 2.60368e-05
threshold=0.11655500000000001 0.10333000000000002 -0.37613999999999997 -0.081429999999999989 0.085220000000000004 0.10621500000000002 -0.0066199999999999991 0.090740000000000015 -0.14733499999999997 -0.10209999999999998 -0.083424999999999985 -0.14624499999999999 0.086865000000000012 0.080320000000000016 -0.14963999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 6 7 -5 -8 -10 12 -12 -11 -4 -13
right_child=-2 -3 3 4 -6 -7 8 -9 9 10 11 14 -14 -15 -16
leaf_value=-0.0018224253331363648 -0.0015921784060730962 0.0017026669530541573 7.040181088886962e-05 -0.0029015573208075718 0.001678843771314545 -0.0023283349820113482 0.0015262430007337458 0.00013347082455014876 -0.0023364565587573561 0.00031312304839206114 0.0014683169229052077 -0.0026712664806168634 0.0025690255980217263 0.0020376645149543585 -0.0012450320668630195
leaf_weight=0.0013189440033969336 0.0010445018551619436 0.0013577081885543579 0.0014977814803329844 0.0010829158443619391 0.0013029701736116438 0.0010921551007867522 0.0019720066872733191 0.0014503883273596085 0.001184564787082453 0.0012237418430144564 0.0010013650831330861 0.0010114510921678246 0.0012682379512435234 0.0016699346668208118 0.001072007403304787
leaf_count=362 187 266 230 287 253 120 187 113 150 309 84 56 324 275 707
internal_value=0 7.32825e-05 -4.86137e-05 9.04014e-05 -0.000145427 -0.000337757 -0.000144797 -0.00116392 0.000150821 -0.000250332 0.000192781 -0.000831885 0.00146121 0.00110749 -0.00193742
internal_weight=0 0.0195062 0.0181485 0.0168295 0.0136618 0.0123588 0.0112667 0.0025333 0.00873337 0.00676137 0.0055768 0.00308482 0.00249198 0.00316772 0.00208346
internal_count=3910 3723 3457 3095 2590 2337 2217 400 1817 1630 1480 847 633 505 763
is_linear=0
shrinkage=0.00637641


Tree=2022
num_leaves=26
num_cat=0
split_feature=14 1213 1456 480 1374 453 38 124 40 3 48 0 4 150 42 47 42 0 0 4 43 43 12 43 3
split_gain=0.000529187 0.000406108 0.000356441 0.000240087 0.000263423 0.000221182 0.000248849 0.000373204 0.000336345 0.000328958 0.000306418 0.000386919 0.000460575 0.000276915 0.000250811 0.000284656 0.000525552 0.000263845 0.000344994 0.000506619 0.000235394 0.000227423 0.000166207 9.93093e-05 6.87693e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -0.094679999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.11930500000000001 -0.17106499999999999 0.0057500000000000008 0.08826500000000001 0.11223000000000001 0.09550500000000002 0.083725000000000008 -0.14293499999999998 -0.07773999999999999 -0.23071499999999998 -0.082484999999999989 0.00093000000000000016 0.082275000000000015 -0.089949999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -9 10 11 12 -10 14 15 16 17 -13 21 -20 23 24 -17 -18 -19
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 -12 13 -14 -15 -16 22 20 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.00087530107026322339 -0.0011722149897757392 -0.000852516771532607 -0.00052789668332180455 -0.00068208214970797386 0.001058503659720884 -0.0005133386225045657 -0.00057608273888720848 -0.00059669940996672009 -3.7593026527457054e-05 0.0011085237696878984 -0.00065124179991420247 0.00067263608565376707 0.0013631378675460258 -0.0006771430823395944 -0.00055293257533554452 0.0011902446826070013 0.00066561712992459839 -0.0011898034105237436 -0.00056272015387395682 0.00071067041752589228 0.00016986436727684689 2.9648273595877268e-05 0.00030812057939703913 0.0013458189503834147 -0.0006093797843952965
leaf_weight=0.0013216612902065402 0.0010446914278195709 0.0011239885507629268 0.0016011390768824177 0.0010470579020603081 0.0013675602903371531 0.0012593049980698092 0.0010878634949286611 0.0014215498052599631 0.0010424975440912363 0.0010830400141597632 0.0011261677016496377 0.001011007984820002 0.0016043705559098953 0.0010566355251766654 0.001128098911939047 0.0012295460387563581 0.0013421676630258617 0.0011354796754473222 0.0015299959068646451 0.0018677201816941543 0.0017951730395643212 0.0010158125034453458 0.0010800170740023762 0.0010145418794602623 0.0010647592130226258
leaf_count=578 126 312 66 253 237 89 84 125 33 118 55 31 70 139 154 21 49 326 155 214 332 121 114 95 13
internal_value=0 1.47978e-05 5.39651e-05 8.92063e-05 0.000118189 0.000157577 0.000191367 0.000226276 0.000175802 0.00022778 0.000180191 0.000229686 0.000811445 0.000135048 0.000191455 0.00025107 0.000147783 -0.000107978 -0.000227306 0.000137261 0.000617478 -0.000612466 0.000777738 0.000958438 -0.00090892
internal_weight=0 0.0313572 0.0300355 0.0289115 0.0278644 0.0262633 0.025004 0.0239161 0.0225486 0.021127 0.020044 0.0189178 0.00264687 0.016271 0.0152143 0.0140862 0.0117767 0.00762478 0.00661377 0.00339772 0.00415188 0.00321605 0.00230956 0.00235671 0.00220024
internal_count=3910 3784 3206 2894 2641 2575 2486 2402 2165 2040 1922 1867 103 1764 1625 1471 1336 860 829 369 476 460 135 144 339
is_linear=0
shrinkage=0.0016407


Tree=2023
num_leaves=15
num_cat=0
split_feature=1 42 0 151 51 2 133 133 52 15 150 4 0 43
split_gain=6.76815e-05 0.000110151 0.000101622 0.000124573 0.000180313 0.000267191 0.000100415 0.000107862 0.000214557 0.000101689 8.84631e-05 0.000143374 0.000171859 3.55889e-06
threshold=0.10398500000000001 0.092145000000000019 -0.035699999999999989 -0.0032449999999999996 0.12342500000000002 1.0000000180025095e-35 0.065880000000000008 -0.085714999999999986 -0.088354999999999989 -1.0000000180025095e-35 0.083205000000000015 -1.0000000180025095e-35 -0.087899999999999992 -0.085204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 7 -1 -9 -8 11 12 -10 -11
right_child=2 -3 -4 4 -6 -7 9 8 10 13 -12 -13 -14 -15
leaf_value=0.0010648508825836138 -0.0017159734446593755 -0.0016633937113112575 0.0018070182331822308 -0.00054607647578624639 -0.0016977077228007809 0.0026801524578480831 -0.00055171739799670706 -0.0030589611967393468 0.0018821193608057898 0.0013950418919996151 0.00097911723346506266 -0.0020178026620072107 -0.0010950561586712203 0.0018911300780312273
leaf_weight=0.001471474879490329 0.0010752182543867436 0.001690924361366467 0.0015135206963267723 0.0017124946445353645 0.0010003751039180386 0.0018565302837490402 0.0011533585427683686 0.0011157718946276105 0.0011649467184008397 0.0010032705970852152 0.0015258151910592654 0.0016865826425407323 0.0015928224714045133 0.0010040079440427627
leaf_count=438 173 591 226 188 59 241 555 261 114 157 101 169 516 121
internal_value=0 -0.000257871 0.000451542 8.80911e-05 0.000512603 0.00113214 -5.50532e-05 -0.00038646 -0.000687842 0.000842231 -0.0002447 -0.000664856 0.000162573 0.00164318
internal_weight=0 0.013409 0.00715814 0.00564462 0.0045694 0.00356902 0.0117181 0.00855741 0.00708594 0.00316064 0.00597017 0.00444435 0.00275777 0.00200728
internal_count=3910 3023 887 661 488 429 2432 1599 1161 833 900 799 630 278
is_linear=0
shrinkage=0.00589082


Tree=2024
num_leaves=16
num_cat=0
split_feature=11 3 1 13 52 49 47 2 2 4 13 2 2 12 2
split_gain=6.44194e-05 9.57898e-05 8.43952e-05 0.00017541 0.000206673 0.000168019 0.00017874 0.000160584 0.000132417 0.000128333 0.000128636 8.97521e-05 7.64524e-05 4.82781e-05 3.45789e-05
threshold=0.081005000000000008 -0.10628499999999998 0.088010000000000019 -0.0010249999999999997 -0.0093349999999999978 -0.07107999999999999 0.09252500000000001 0.10393500000000001 0.11230000000000001 0.044585000000000007 -0.084084999999999979 0.087005000000000013 0.10274500000000002 0.088325000000000015 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 4 -4 -5 8 9 -7 10 -3 -12 -1 -6 -13
right_child=-2 2 3 5 13 6 -8 -9 -10 -11 11 14 -14 -15 -16
leaf_value=0.00041273609089512186 -0.001460318271744421 -0.0029646837882349318 0.0037862402457952372 -0.0030013930248263677 -0.00083300857302764963 0.002424012863779914 -0.0015638640326780093 -0.003199961198740242 -0.00053462017376217541 0.0019549585802347822 0.0010973409204032638 -0.0020452663411876914 0.0028489120659884394 0.0013047508197589408 -0.000207340377960386
leaf_weight=0.0017257633469660852 0.0014162328186741726 0.0010114969701588306 0.0013147108156487675 0.0010219953032919449 0.0010578197706240591 0.0017846081046113422 0.0019026942777905786 0.0010769056615348646 0.0012929341189062537 0.0010754905247638558 0.0016373780986360569 0.001005810471148165 0.0010133396320715082 0.0010367291701962461 0.0010237576231218772
leaf_count=217 233 547 342 73 249 167 104 332 83 153 412 293 73 300 332
internal_value=0 9.61619e-05 -0.000109215 0.000323119 0.00159839 -0.000401231 0.000132349 -0.000704883 0.00118103 -0.000237904 -0.000742004 -0.000128896 0.00131401 0.000225108 -0.00111818
internal_weight=0 0.0189814 0.0162423 0.00941149 0.00340926 0.00600223 0.00498024 0.00683084 0.00307754 0.00575393 0.00467844 0.00366695 0.0027391 0.00209455 0.00202957
internal_count=3910 3677 3387 1318 891 427 354 2069 250 1737 1584 1037 290 549 625
is_linear=0
shrinkage=0.00704007


Tree=2025
num_leaves=23
num_cat=0
split_feature=14 1213 1374 128 50 48 15 158 15 2 0 0 1 2 0 3 3 15 3 43 0 4
split_gain=0.000427913 0.000376242 0.000203778 0.000183447 0.000177168 0.00030327 0.000332277 0.000417011 0.000245048 0.000634666 0.000355089 0.000374159 0.000216949 0.000155245 0.000268303 0.000191832 0.000206484 0.000264225 0.000191182 0.000206422 7.10287e-05 4.15585e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.086435000000000012 0.11812000000000002 0.13596000000000003 -0.26361999999999991 0.085745000000000002 -0.10312999999999999 0.091025000000000009 -0.10071499999999999 -0.08824499999999999 1.0000000180025095e-35 0.10113500000000002 0.076335000000000014 -0.11266 -0.078884999999999997 0.088190000000000004 0.076695000000000013 -0.074254999999999988 -0.14293499999999998 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 12 -12 -10 15 -15 -13 17 -17 19 -18 21 -14
right_child=-2 2 3 -5 -6 -7 7 -9 10 -11 11 13 20 14 -16 16 18 -19 -20 -21 -22 -23
leaf_value=-0.00085451270710211675 -0.0010385994352830937 -0.00054269289394869545 0.00091583435371734006 -0.0005790433687852016 -0.000500528367973722 -0.00070692162114611426 -0.00097428883236204964 -0.00084051357459623548 5.2888163500903448e-05 0.00047071387972398581 -0.00072512551288028563 0.00099926161190131042 0.00042033922764453266 -0.00065071578658022018 0.00030353718279505746 -0.00059282390074901707 0.0011766576353323135 0.00047327115758070759 -4.0028520896243101e-05 0.00024374148637328004 0.0011012322759613238 0.0008727194300369623
leaf_weight=0.0012162761148150477 0.0010235680078963796 0.0013751305435540919 0.0015236809110269088 0.0010085472125400596 0.0011309721362168989 0.0010179711868305566 0.0015060001972921821 0.0010696747251025878 0.0012320541536929757 0.001645965571868746 0.0012217910926982231 0.0010054548550103007 0.0010645994229189215 0.0012738965068861685 0.001898463597351463 0.0013614844323870312 0.0013088124469545492 0.0010775788723457191 0.0012167849072562964 0.001155380611431436 0.0015064500155966831 0.0010374439286309212
leaf_count=576 135 66 261 196 207 64 147 214 76 119 235 82 75 222 103 440 123 198 72 168 73 58
internal_value=0 2.03715e-05 6.0318e-05 9.31414e-05 0.000121092 0.000151496 0.000191026 0.000137368 0.000190977 -0.000219704 0.000270099 0.000116485 0.000635672 0.000216338 -7.96537e-05 0.000348118 0.000241142 -0.000121823 0.000481647 0.000739243 0.000834654 0.000643607
internal_weight=0 0.0278544 0.0266381 0.025263 0.0242545 0.0231235 0.0221055 0.0205818 0.0195122 0.00315197 0.0163602 0.0115196 0.00484055 0.0102979 0.00317236 0.0071255 0.00612004 0.00243906 0.00368098 0.00246419 0.00360849 0.00210204
internal_count=3910 3775 3199 3133 2937 2730 2666 2405 2191 266 1925 1643 282 1408 325 1083 1001 638 363 291 206 133
is_linear=0
shrinkage=0.00160853


Tree=2026
num_leaves=14
num_cat=0
split_feature=403 403 160 42 43 3 52 42 16 0 16 51 15
split_gain=6.45481e-05 8.66191e-05 0.000119607 0.000135893 0.000104133 0.000220642 0.00016831 0.000156124 0.000104954 0.00017462 0.000177446 9.61574e-05 6.14662e-05
threshold=0.09389500000000002 0.03138500000000001 -0.11175999999999998 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.048490000000000012 0.08221500000000001 0.081265000000000018 -0.10209999999999998 -0.014099999999999998 0.077145000000000005 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 10 11 -6 -13
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0023242357769154604 -0.0018834872616249553 0.0019569626537737409 -0.0019143079909788798 -0.0012450305134695005 -0.0021493390531870321 0.0040403210570077184 0.0024352901880832292 -0.0028765827250080492 -0.0014740100328942012 0.0026885723114087171 0.002792424300534562 -0.0011201013665346011 0.0015126523302849098
leaf_weight=0.0013531000438193322 0.0010974380149406928 0.0014496422891490659 0.0018214813734360345 0.0019326119610066222 0.0018660612244578677 0.0013666293791702736 0.0013108792751191922 0.0011091466778251633 0.0017328123284215402 0.0020019585066859994 0.0010793838565807965 0.0010427543002684558 0.0011975689022994951
leaf_count=464 307 163 771 572 161 377 87 472 213 169 51 45 58
internal_value=0 9.33043e-05 -5.83505e-05 0.000127903 0.000381994 0.00136826 0.000242396 -7.13393e-05 0.000277454 0.000699696 -6.81067e-05 -0.000820012 0.000287242
internal_weight=0 0.019264 0.0178144 0.0164613 0.0146398 0.00461012 0.00324349 0.0100297 0.00892054 0.00718773 0.00518577 0.00410638 0.00224032
internal_count=3910 3603 3440 2976 2205 1036 659 1169 697 484 315 264 103
is_linear=0
shrinkage=0.00792826


Tree=2027
num_leaves=16
num_cat=0
split_feature=124 4 0 4 457 133 15 51 2 151 51 2 15 1 16
split_gain=7.22982e-05 8.80178e-05 0.000155336 7.88912e-05 8.89663e-05 8.83029e-05 9.30712e-05 0.000221169 0.000137756 0.000134803 0.000205355 0.000266779 0.000131694 0.000130015 2.13355e-05
threshold=0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.066264999999999991 -0.090054999999999982 -0.0089749999999999986 -0.07742499999999998 0.083585000000000007 -0.090394999999999989 0.08955500000000001 0.086545000000000025 0.085285000000000014 0.086145000000000013 -0.08755499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -8 -9 11 14 -10 -13 -11
right_child=-2 2 -4 4 5 6 8 9 12 10 -12 13 -14 -15 -16
leaf_value=-0.0018704781167523949 0.0017413595099815065 -0.0015963376510328838 0.0018340832266682773 -0.0018824051093866898 -0.0015387300455685813 -0.0027667686770755382 -0.00089613897280879499 -0.0019105166825812714 0.0035124497893393898 -0.001000111378271516 -0.0014657415813494193 0.0012033610974843414 0.0005541037769627086 0.0043956972219430096 0.00038225984468075251
leaf_weight=0.0012094193079217564 0.0010245971770638232 0.0016657000993746769 0.0019205611974620262 0.0011085084372783128 0.0013331279889047453 0.0012215205725003165 0.0010687510286998833 0.0010219953003441935 0.0013171332445647277 0.0010349401210394543 0.0014414156336907333 0.0010292690340422753 0.0014447904321202298 0.0013507908753898779 0.0010102348114834764
leaf_count=173 76 496 234 273 434 349 324 143 112 124 209 222 448 182 111
internal_value=0 -0.00010351 1.54191e-05 -0.000202229 -4.07709e-05 0.000113024 0.000297433 -0.000113139 0.00116668 0.000357412 0.000752495 0.00147503 0.00196491 0.00301516 -0.000317275
internal_weight=0 0.0191782 0.0179687 0.0160482 0.0143825 0.013274 0.0119408 0.00811017 0.00383067 0.00688865 0.00586665 0.00442523 0.00276192 0.00238006 0.00204517
internal_count=3910 3834 3661 3427 2931 2658 2224 1340 884 991 848 639 560 404 235
is_linear=0
shrinkage=0.0067667


Tree=2028
num_leaves=16
num_cat=0
split_feature=1 13 43 12 160 0 12 0 48 3 43 0 48 2 52
split_gain=6.99486e-05 9.21643e-05 0.000101891 0.000284628 0.000137126 0.000189462 0.00011563 0.000244191 0.000146911 0.000105181 8.31571e-05 0.000117297 0.000110669 0.000163959 0.000153812
threshold=0.10398500000000001 -0.45122499999999993 -0.077544999999999989 0.089995000000000006 0.031805000000000007 -0.070894999999999986 0.086765000000000023 -0.10131499999999999 0.085875000000000021 0.084925000000000014 -0.24333999999999997 -0.045139999999999993 0.12738500000000003 0.11542500000000001 -0.044539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 7 8 9 -4 -2 12 13 14 -12
right_child=10 2 3 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0015670498867175276 -0.0011686296385099652 -0.0018200939121346565 -0.00019258589561008222 -0.0040049518580888097 0.0022991660100352483 0.0012255868732652172 0.001388184709611953 -0.003031948460769358 -0.0017423521533998069 0.002546193928518794 0.0017571817622163534 0.0027865933378927476 -0.0014966949607340407 0.0027610436209351405 -0.0014937202458308316
leaf_weight=0.0010420272678857119 0.0010488814199360874 0.0017593106234911502 0.0013375894211051795 0.0010804449658991765 0.0011143987650790999 0.0016977178955093495 0.001239343033597351 0.0015010730921211973 0.0012292248592205013 0.0010658035983519554 0.0010926161005797574 0.0010528056613949384 0.0010332418510103913 0.0013160972682462781 0.0014103271259496945
leaf_count=29 32 736 101 791 271 140 350 476 68 61 126 248 72 221 188
internal_value=0 -0.000288498 -0.000449292 -0.000918158 0.00031517 -0.000324385 -0.000394842 -0.000825289 8.65489e-05 0.00102195 0.000518931 0.000818681 0.000391701 0.000902607 -7.45958e-05
internal_weight=0 0.0130669 0.0120249 0.00745348 0.00457143 0.00345703 0.00637303 0.00513369 0.00363262 0.00240339 0.00695397 0.00590509 0.00485228 0.00381904 0.00250294
internal_count=3910 3023 2994 1847 1147 876 1056 706 230 162 887 855 607 535 314
is_linear=0
shrinkage=0.00650394


Tree=2029
num_leaves=14
num_cat=0
split_feature=484 52 15 49 15 16 52 42 0 48 133 47 2
split_gain=6.92301e-05 7.75014e-05 0.000101773 0.000101623 0.00013301 0.000159566 0.000131806 0.000153192 0.000133006 0.000235716 9.72924e-05 0.000111577 5.72166e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 -0.14917999999999998 0.088615000000000013 -0.27337499999999998 0.10433000000000002 0.085545000000000024 -0.10575999999999998 0.085790000000000019 0.065880000000000008 0.092255000000000018 0.087805000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 9 -7 11 12 -10
right_child=1 -3 3 4 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.0014901031765794191 0.0021222335337042772 -0.0016350817803949924 0.0018965919115032184 -0.0016773116886094133 -0.001949082981221486 0.0032114719769025407 0.0024893563089763205 -0.0015522666970014217 -0.0027581845521576732 -0.00038854129321538703 0.0013697703377650869 0.00079463530962775206 -0.00054269010123813373
leaf_weight=0.001344897577038452 0.0011881317408439914 0.0011080005893806871 0.0012844481972984481 0.0019107418196007862 0.0015713500244008008 0.0018726674511969632 0.0012713260200317147 0.0019031930964997787 0.0011193956658236519 0.0014997240863945938 0.0013968458751804497 0.0013289291325040559 0.0010201852345083778
leaf_count=612 280 353 92 216 565 111 80 477 378 100 301 58 287
internal_value=0 0.000100047 0.000210747 7.0372e-05 -8.71161e-05 0.000132489 0.000435502 0.000178019 0.000577772 0.00161052 -0.000138073 -0.000745314 -0.0017018
internal_weight=0 0.0184749 0.0173669 0.0161788 0.0148944 0.013323 0.0114123 0.0101409 0.00823775 0.00337239 0.00486536 0.00346851 0.00213958
internal_count=3910 3298 2945 2665 2573 2008 1792 1712 1235 211 1024 723 665
is_linear=0
shrinkage=0.0067667


Tree=2030
num_leaves=24
num_cat=0
split_feature=14 1212 1456 11 157 13 52 3 2 1 2 2 0 130 47 2 52 13 160 1 4 4 43
split_gain=0.000638116 0.000365179 0.000281224 0.000262721 0.000261506 0.000285371 0.000424711 0.000528602 0.000318593 0.000288352 0.00030686 0.000296166 0.000277469 0.000250047 0.000337051 0.000306771 0.000229602 0.000217656 0.000200615 0.000183263 0.000173365 0.000155959 0.000262668
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.073574999999999988 -0.010384999999999998 0.10433000000000002 0.11265500000000002 0.106035 0.089825000000000002 0.10393500000000001 0.099015000000000006 -0.11077499999999998 -0.0015749999999999998 0.09550500000000002 0.086650000000000019 -0.07125999999999999 -0.084084999999999979 -0.11175999999999998 0.085110000000000005 -0.0025899999999999994 0.24280000000000004 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 12 9 7 8 13 10 11 17 -4 -7 15 20 -17 -6 -8 -18 -15 22 -11
right_child=-2 2 3 -5 5 6 18 -9 -10 21 -12 -13 -14 14 -16 16 19 -19 -20 -21 -22 -23 -24
leaf_value=-0.00095997565564740807 -0.0013391213735086931 -0.0007794832610631033 0.0012623057846890093 -0.00060538704476211414 -0.00035804208576280239 -0.00080385958792136304 1.3422826765626563e-05 -0.001031990467760015 0.00074529499175540368 0.00099287822589953388 -0.00055825732561616266 0.0011004707766069147 8.9671798892715805e-05 -4.5976456134002797e-05 0.0007992476028665387 -0.00048974766124147326 1.7261573814767901e-05 0.000478424891991341 0.00098219066009368281 0.0010019421929289385 -0.00088829693940662064 0.0011081282736020328 -6.3841480829225639e-05
leaf_weight=0.0010364957671665778 0.0010150155711255984 0.001092921206216047 0.0011925387428135537 0.0014509327860614532 0.0017836485305955533 0.0014693694791477483 0.0010860339962665416 0.0018718203460075253 0.0012965506284626062 0.0012509619973072317 0.0016547169961865504 0.0010396719575033186 0.0011597524942489742 0.001126163230332846 0.001190500580148468 0.0010317477792039951 0.0011578000357139297 0.0018430101517254707 0.001460379072166341 0.001050362748106437 0.0019358267804182065 0.0014302930875671853 0.0015160409080290094
leaf_count=273 126 349 40 123 310 153 97 89 150 145 167 58 362 166 48 106 116 437 44 23 73 216 239
internal_value=0 3.6218e-05 7.05322e-05 0.000102569 0.000139857 8.90391e-05 -6.47547e-05 -0.000197799 -4.55848e-05 0.000303632 7.33251e-05 0.000297289 0.000684161 -0.000160006 -3.37367e-05 -0.000191097 0.000175033 6.70371e-05 0.000569015 0.000485647 -0.000578502 0.00065047 0.000413901
internal_weight=0 0.0311275 0.030091 0.0289981 0.0275472 0.0251949 0.0146766 0.0121301 0.0102583 0.0105183 0.00632105 0.00466633 0.00235229 0.00896177 0.0074924 0.0063019 0.00323991 0.00362666 0.00254641 0.00220816 0.00306199 0.0041973 0.002767
internal_count=3910 3784 3511 3162 3039 2637 1065 924 835 1572 972 805 402 685 532 484 245 747 141 139 239 600 384
is_linear=0
shrinkage=0.00170698


Tree=2031
num_leaves=26
num_cat=0
split_feature=14 1213 1456 11 1374 376 376 1 3 15 15 43 2 43 16 0 4 4 2 13 4 16 16 15 49
split_gain=0.000684052 0.000512544 0.000349606 0.000316553 0.000320763 0.000305356 0.000503332 0.000356639 0.000249007 0.000427493 0.000290579 0.000409967 0.000275201 0.00024942 0.000393925 0.000451968 0.000251957 0.000241279 0.000235303 0.000278916 0.000229995 0.000200288 0.000228435 0.000124408 2.40461e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 0.11339000000000002 0.048375000000000008 0.14000500000000002 -0.10628499999999998 -0.010069999999999997 0.088190000000000004 -0.084184999999999996 0.088585000000000011 -0.068454999999999988 -0.19424999999999998 -0.23029999999999998 0.08734500000000002 -1.0000000180025095e-35 0.106285 0.14810000000000004 0.27020000000000005 0.20277000000000003 -0.0083999999999999995 -0.10312999999999999 -0.0041649999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 -6 11 24 -12 16 20 -16 -13 21 19 -11 -15 22 -17 -19 -10
right_child=-2 2 3 -5 5 -7 -8 -9 10 18 12 13 -14 14 15 17 -18 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00093518460576170798 -0.0012015569254859276 -0.00078691939235917962 -0.00056220017003615899 -0.00061593449800061335 0.0012403512877221261 -0.00067194736069558906 0.0012337846799793022 0.0010191286982100724 -0.00054196602183056379 0.00044181455571721883 0.0009756293814396572 7.086582292550551e-05 6.1628457245234961e-05 -0.0010485230440320664 0.00097570736167441159 6.411361274906976e-05 0.0010175813565416988 -0.0007212441382640917 0.00076504742827030088 -0.00071258839962192572 -0.00010099012630153619 -0.00034645250268082098 0.0010334853978119511 -8.5280362991393356e-05 -0.00088649941792228566
leaf_weight=0.0013312126662613768 0.0011770519447974461 0.0011540951867588028 0.0015477326269035521 0.001467542294034895 0.0012438698986691893 0.0010142618371336001 0.0011415024815638669 0.0011503031233895322 0.0010069369479214912 0.0010023198135726752 0.0014599148106402273 0.0017061946352215232 0.0018668260274844473 0.0013534728823145709 0.001259502747359414 0.0014402906618273493 0.0011844139197155421 0.0014164397144942331 0.0010253122446641783 0.0010827505257267056 0.0012035877222122959 0.0010652878288230916 0.0010418832382184367 0.0016631736611107933 0.0010081700770288521
leaf_count=578 126 312 66 123 98 37 151 130 184 71 241 324 256 50 36 234 65 89 37 48 104 92 85 169 204
internal_value=0 2.26593e-05 6.44577e-05 9.79335e-05 0.000135504 0.000176507 0.000210491 0.000162184 0.000119382 0.000458984 4.02055e-05 -5.13705e-05 0.000462731 4.88189e-05 -6.46504e-05 0.000109745 0.000458778 -5.48346e-05 0.000146508 -0.000157652 -0.000602527 0.000225525 0.000471004 -0.000377786 -0.000714338
internal_weight=0 0.031837 0.0305058 0.0293517 0.0278841 0.0263364 0.0253222 0.0241807 0.0230303 0.00435425 0.0186761 0.0153494 0.00332674 0.0133342 0.0104436 0.00788658 0.00289061 0.00662708 0.00311038 0.00208507 0.00255706 0.00354746 0.00248217 0.00307961 0.00201511
internal_count=3910 3784 3206 2894 2771 2705 2668 2517 2387 254 2133 1636 497 1248 859 705 389 669 156 119 154 411 319 258 388
is_linear=0
shrinkage=0.00157699


Tree=2032
num_leaves=16
num_cat=0
split_feature=11 3 2 1 13 52 2 49 47 0 4 0 2 12 2
split_gain=6.07955e-05 8.44908e-05 9.33154e-05 8.45165e-05 0.000146297 0.000145435 0.000145102 0.000136047 0.00014127 0.000140828 0.000111981 0.000226188 9.14812e-05 5.51193e-05 3.2288e-05
threshold=0.087830000000000005 -0.10628499999999998 0.10510500000000002 0.088010000000000019 -0.0010249999999999997 -0.0093349999999999978 0.10393500000000001 -0.07107999999999999 0.09252500000000001 -0.15291499999999997 -0.0031049999999999997 -0.084074999999999997 0.091525000000000009 0.088325000000000015 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 10 -6 9 -9 11 -3 -12 -7 -13
right_child=-2 3 -4 4 7 13 -8 8 -10 -11 12 14 -14 -15 -16
leaf_value=0.00030801063771532261 -0.0019533389339265652 -0.0046501785030444885 0.0034337347105881824 0.0039702538675240092 -0.0032432636869274205 -0.00094522196267820776 -0.0037180867099917453 0.0031327412172312808 -0.0016530751194121316 -0.00051452464165188921 -0.00043159157724748554 0.0012716494061744432 0.002803192194223641 0.0017741531536943213 -0.00081649247330297639
leaf_weight=0.001929663857111563 0.0010787020251340198 0.0010157560777741817 0.0010407424355183548 0.0013045783719739107 0.0010066583876131574 0.0010690319718597314 0.0010605869646719002 0.0014816388207969742 0.0018817604041199421 0.0015163476341239802 0.0014009699905334922 0.0010080607716239521 0.0011085718274388701 0.0010418059679341701 0.0010920026883481718
leaf_count=270 157 692 91 344 73 251 332 74 104 176 224 269 174 300 379
internal_value=0 0.000100092 0.00140317 -0.00014201 0.000376615 0.00176182 -0.000863545 -0.000427112 0.00015384 0.001288 -0.00032536 -0.0013907 0.000997351 0.000396928 0.000185846
internal_weight=0 0.0189582 0.00297041 0.0159878 0.00930182 0.00341542 0.00668595 0.00588641 0.00487975 0.00299799 0.00562536 0.00311582 0.00250954 0.00211084 0.00210006
internal_count=3910 3753 361 3392 1322 895 2070 427 354 250 1738 1340 398 551 648
is_linear=0
shrinkage=0.00841354


Tree=2033
num_leaves=25
num_cat=0
split_feature=14 1456 1213 13 132 13 52 39 133 14 48 1 15 2 4 4 0 4 2 4 43 15 4 15
split_gain=0.000524253 0.000400613 0.000399549 0.000302893 0.000350969 0.000345314 0.000241153 0.000302594 0.000234238 0.000247919 0.00034396 0.000317441 0.000313831 0.000255539 0.00031842 0.000530285 0.000265472 0.000232219 0.000213119 0.000249449 0.000201663 0.000194339 9.64115e-05 7.64357e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.52445999999999982 -0.40083499999999994 0.084535000000000013 0.084760000000000016 -0.46637499999999993 0.12675000000000003 0.10561500000000001 -0.10312999999999999 0.096325000000000008 0.0057500000000000008 -0.0025899999999999994 -0.082074999999999995 0.055260000000000011 0.097940000000000013 0.022820000000000003 -0.08768999999999999 -0.042544999999999993 -0.078484999999999985 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5 8 9 -8 11 12 -11 14 15 16 22 -13 21 -20 -10 -7 -14 -19
right_child=-2 2 3 4 -6 18 7 -9 20 10 -12 17 13 -15 -16 -17 -18 23 19 -21 -22 -23 -24 -25
leaf_value=-0.00092106153491470057 -0.0011645967009761571 -0.0008440398686221848 -0.0003528941674107403 -0.00075752480461973388 0.00068478983257785387 -0.00026121303233841287 -0.00076968307988305846 0.00058302287519753618 -0.0010342293857496735 -0.00076233413160863375 -0.0008571764514224957 0.0011699706302121355 0.00034734333184557485 -0.00042732485914195379 0.00079338903492163083 -0.00086975017237320607 -0.00022313065635496985 0.00056129811502651664 0.0014000390765959957 0.00040301716904583162 -6.9290634309446231e-05 0.00064253889148783495 0.0010264557078927543 -5.4826542121706121e-05
leaf_weight=0.0011538158299830006 0.0010169488688160358 0.0012537524230424165 0.0012836689528927803 0.0012189464883530883 0.0017600509146707957 0.0010986275151157465 0.0010491264970937672 0.001938214847306957 0.0011694668292580174 0.0013134644657304918 0.0010238581963708535 0.0010588128510184988 0.0010868340563174282 0.001972109008470474 0.001877244106797793 0.0012903977894365513 0.0013526353750088482 0.001014806597240181 0.0013029827112869263 0.0012941424561871834 0.0010759541328726049 0.0014003004370757291 0.0010767378492478885 0.0010705759467172782
leaf_count=349 126 541 53 291 232 100 21 293 152 109 44 36 149 147 41 81 219 52 83 110 434 91 103 53
internal_value=0 9.02413e-06 4.48163e-05 8.36067e-05 -4.63676e-06 0.000392738 -6.35719e-05 -1.99022e-05 -8.69397e-05 -1.52426e-05 4.07435e-05 0.00011085 -2.96963e-05 8.1475e-05 0.000231599 1.21895e-05 0.000335849 0.000556484 0.000580559 0.000903225 -0.000571853 0.000245214 0.000685315 0.000244997
internal_weight=0 0.0311365 0.0299827 0.028729 0.0223492 0.00637972 0.0205892 0.0193702 0.017432 0.0151866 0.0141375 0.0131136 0.00996942 0.00865596 0.00668385 0.00480661 0.00351621 0.0031442 0.00509605 0.00259713 0.00224542 0.00249893 0.00216357 0.00208538
internal_count=3910 3784 3435 2894 2457 437 2225 1934 1641 1055 1034 990 849 740 593 552 471 141 384 193 586 191 252 105
is_linear=0
shrinkage=0.00160853


Tree=2034
num_leaves=23
num_cat=0
split_feature=14 1213 52 1456 157 1374 52 14 39 48 49 13 15 1 12 12 13 15 52 52 1 15
split_gain=0.000458596 0.000396011 0.000296023 0.000299505 0.000273449 0.000221091 0.000237977 0.000300421 0.000289786 0.000276849 0.000264977 0.000212018 0.000183114 0.000355715 0.000157198 0.000217268 0.000296618 0.000181217 0.00015618 0.000116324 0.000288329 8.5789e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.095439999999999983 -0.081429999999999989 -0.13131999999999996 0.084535000000000013 0.11930500000000001 0.10581000000000002 -0.094679999999999986 -0.053579999999999996 0.093720000000000012 0.10129000000000001 0.088885000000000006 -1.0000000180025095e-35 0.088190000000000004 0.078330000000000025 0.086950000000000013 0.092550000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 12 -8 9 10 11 18 13 -7 15 16 -13 -17 -9 20 21 -18
right_child=-2 2 3 4 5 6 7 8 -10 -11 -12 14 -14 -15 -16 17 19 -19 -20 -21 -22 -23
leaf_value=-0.00097761876978145145 -0.0012154711112678056 -0.00089880373295174064 -0.00089379312678107569 0.00057391729078905642 -0.00065349578597205353 5.7044661897047762e-05 -0.00073840190117192817 0.000532327047724621 0.0006381736384282943 -0.00088289290219736416 0.00071916801443575637 -0.00094950068156972084 -7.7026654096804068e-05 0.0012891955564540932 -0.00077030126025036481 -0.00028315717838901615 0.00073079495376934399 0.00054239897350195909 -0.00017208559013663511 -0.00059412513322689884 -0.000469442188376967 7.9482961222391663e-05
leaf_weight=0.0013632146414647153 0.0010344363832835704 0.0011288787628308252 0.0010667281609401938 0.0016811603381406822 0.0015832310485706094 0.0013664766434878101 0.0017729714373816907 0.0018565291534070943 0.0013737536133079402 0.0010924942507699606 0.0010106126181625439 0.0014375511463439747 0.001868190723138651 0.0010158513175347605 0.0011812655069715341 0.001104865183213885 0.0010028490639306664 0.0016468721661170305 0.0013533649647385904 0.0010643333578652658 0.0017628427655334289 0.001008897117365847
leaf_count=578 126 337 265 323 34 109 68 116 228 68 85 360 158 118 176 194 21 304 80 43 75 44
internal_value=0 -0.000147364 -0.000107483 -7.47019e-05 -4.13325e-05 -8.35452e-05 -4.41745e-05 -0.000120849 -5.6047e-05 -0.000117486 -5.95372e-05 -0.000118182 0.000292595 0.000582448 -0.000229327 -0.000158545 -0.000320528 0.000210925 0.000235331 -0.000133673 -3.83766e-06 0.00040416
internal_weight=0 0.0297429 0.0283797 0.0272508 0.0261841 0.024503 0.0229197 0.0186692 0.0168962 0.0155225 0.01443 0.0134194 0.00425052 0.00238233 0.0102095 0.00902821 0.00627647 0.00275174 0.00320989 0.00483892 0.00377459 0.00201175
internal_count=3910 3784 3206 2869 2604 2281 2247 1862 1794 1566 1498 1413 385 227 1217 1041 543 498 196 183 140 65
is_linear=0
shrinkage=0.00157699


Tree=2035
num_leaves=25
num_cat=0
split_feature=14 1213 1456 13 132 13 2 4 15 39 43 0 47 43 1 13 3 52 16 150 2 16 0 16
split_gain=0.000540748 0.000394472 0.000354371 0.000256737 0.000305131 0.000244961 0.000259506 0.000253313 0.000220461 0.00021165 0.000251625 0.000233705 0.000313635 0.000271402 0.000438193 0.000338079 0.000248721 0.000375491 0.000243371 0.000396928 0.000194336 0.000291349 0.000115214 9.74204e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.52445999999999982 0.097940000000000013 0.022820000000000003 -0.042544999999999993 0.084535000000000013 -0.23811499999999999 -0.081964999999999996 0.096175000000000024 -0.45516499999999999 0.10373000000000002 0.019675000000000002 -0.089974999999999986 -0.0066199999999999991 -0.0041999999999999997 0.10871000000000001 -1.0000000180025095e-35 -0.19424999999999998 -0.15137999999999999 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 9 -4 8 -8 -7 11 -11 12 16 -13 15 -15 -5 18 19 -18 -19 -22 -23 -16
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12 13 -14 14 23 -17 17 20 -20 -21 21 22 -24 -25
leaf_value=-0.00079967963378222654 -0.0010955122929432344 -0.00078464488450852234 -0.00027973132221412303 -0.00057548441224812162 0.00063010913948023434 -0.00036403245505086258 0.001310259182039051 0.00035403146375955348 0.00054520367053070926 -0.00012190044019605083 0.00093579412299036116 0.00038121300502175031 -0.0007006780523315004 -0.0013012002726215499 0.00038736540945721626 -0.00029058312602150141 -0.00096537540564495673 -7.3540035789700838e-05 0.00033837017298779678 0.00023042926794270588 0.00012447528065119779 0.0013043928590078129 0.00064854582375831454 -0.00024613031892631521
leaf_weight=0.0013036276071060329 0.0010398287789389884 0.0011170296244430921 0.0011281215848468751 0.0010758293879163947 0.0016765785860292362 0.0010739972352120652 0.0012999447015897836 0.0012471057895849791 0.0014263807461073466 0.0010151135562441738 0.0010526048123041384 0.0010333229476593431 0.0012066925660731429 0.0016686794588496373 0.0010170077888016216 0.0013973365715926889 0.0014386868841909234 0.0012352715943109134 0.001462993731615762 0.0011455450161967917 0.0016877695390382615 0.0011077983832663519 0.0013845233278561271 0.0012349763458789909
leaf_count=578 126 312 53 107 232 100 83 110 91 40 269 45 115 554 79 135 173 35 89 52 92 21 302 117
internal_value=0 1.6063e-05 5.2565e-05 8.59452e-05 8.78902e-06 0.000358819 0.000501538 0.000842064 0.000154656 -4.28716e-05 0.000416536 -9.5364e-05 3.13046e-05 -0.000329604 -0.000467721 -0.000840612 0.00011512 0.000193636 -0.000155631 -0.000435296 0.000454665 0.000610756 0.00094006 3.99597e-05
internal_weight=0 0.0304369 0.0291333 0.0280163 0.0218407 0.00617555 0.00504743 0.00254705 0.00250038 0.0201642 0.00206772 0.0180964 0.0117451 0.00635132 0.005318 0.00306602 0.0105384 0.00946259 0.00404723 0.00258423 0.00541536 0.00418009 0.00249232 0.00225198
internal_count=3910 3784 3206 2894 2457 437 384 193 191 2225 309 1916 986 930 885 689 871 764 314 225 450 415 323 196
is_linear=0
shrinkage=0.00151575


Tree=2036
num_leaves=16
num_cat=0
split_feature=124 4 0 484 474 160 50 12 13 52 43 3 47 15 48
split_gain=6.57786e-05 8.8817e-05 0.000144473 7.21915e-05 0.000111048 0.00025429 0.000116219 0.000124397 0.000137271 0.000126272 0.000109443 0.000256444 0.000129012 0.000122564 0.000280401
threshold=0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 -0.0043499999999999988 0.084655000000000022 -0.080184999999999992 0.088160000000000002 -0.0089849999999999982 -0.10939499999999998 0.090300000000000005 -0.074254999999999988 -0.083604999999999985 0.09252500000000001 0.035895000000000003 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9 10 11 -10 13 14 -12
right_child=-2 2 -4 4 -6 6 -8 8 9 -11 12 -13 -14 -15 -16
leaf_value=-0.0018389578344506477 0.0016033539558296653 -0.0018225632042777997 0.0017134094090556235 -0.0029134921121800532 0.001817823026107097 -0.0020337772285028842 0.0021367953078848178 0.0019512171836414563 -0.0012071238633456407 -0.0023681813360264463 0.0036873190998177618 0.0031791269234021655 -0.002465626632744316 -0.0013616314076872061 -0.00093157519615922387
leaf_weight=0.0012265113602167267 0.0010374933787144205 0.0011228081292573638 0.0019460254757992226 0.0014157182434771523 0.0012461382307497057 0.0013497895621780659 0.001077018592980373 0.0015147790261616509 0.0010435586962889778 0.0010518800115801308 0.0010120733837397601 0.0013397335308435463 0.0011084765255052753 0.0015323579275630661 0.0013500255351081292
leaf_count=173 76 568 234 494 260 284 273 134 243 315 190 125 77 395 69
internal_value=0 -0.000111295 5.71006e-06 -0.00019988 -7.87511e-05 -0.000250068 5.45156e-05 -0.000143902 0.000112399 -0.0002177 8.85526e-05 0.00125854 -0.000468807 9.95468e-05 0.00104745
internal_weight=0 0.0193369 0.0181104 0.0161644 0.0150415 0.0137954 0.0123797 0.0113027 0.00995288 0.00843811 0.00738623 0.00238329 0.00500293 0.00389446 0.0023621
internal_count=3910 3834 3661 3427 2859 2599 2105 1832 1548 1414 1099 368 731 654 259
is_linear=0
shrinkage=0.00663402


Tree=2037
num_leaves=23
num_cat=0
split_feature=1213 14 52 1456 157 14 1374 1 0 4 133 42 51 15 3 1 42 16 49 0 3 16
split_gain=0.000438217 0.000323743 0.000266912 0.000258736 0.000268923 0.000208982 0.000217415 0.000207247 0.000332329 0.000263596 0.000249947 0.00027992 0.000207795 0.000241487 0.000262589 0.000310283 0.000193154 0.000163322 0.000155095 0.000156189 9.96695e-05 5.41477e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.13131999999999996 -0.095439999999999983 0.077800000000000022 -0.089879999999999974 0.15045000000000003 0.10599500000000002 -1.0000000180025095e-35 0.013805000000000001 -0.15202999999999997 0.11265500000000002 0.12811000000000003 0.085330000000000003 0.0063350000000000012 -0.027609999999999996 -0.10131499999999999 0.088060000000000013 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 9 -8 11 -10 13 -9 15 18 21 -18 -15 -20 -14 -13
right_child=1 -3 3 4 5 6 7 12 10 -11 -12 16 20 14 -16 -17 17 -19 19 -21 -22 -23
leaf_value=-0.00094282163270232406 -0.0007348998784653132 -0.00085331528089194176 -0.000708548010865708 0.00072186992316281028 -0.0004444273358024696 -0.00048623747255054751 -0.0011167132344499582 0.00084019950120855353 -0.00042191560588924999 -6.0505448591197206e-06 -0.00056202028752778174 0.0010030738887599089 0.0010190967575046926 0.00051133652629088201 -0.0006202481482550159 0.00096001870741887552 -0.00034199870558287635 0.00056071527402223875 0.00019194312929045039 -0.00045308825799934095 0.00041957957344645303 0.00051356946759360811
leaf_weight=0.0012536133803785895 0.0010467132028643541 0.0010376629303282528 0.0010022572042536195 0.0018122417788116246 0.0018219343553136152 0.001420038523352928 0.0011057303670001977 0.001235753632177602 0.0011269379071792707 0.0011057857790648246 0.001047887003911202 0.0013352540959251568 0.0012520525688755344 0.0013253578338700773 0.0011903059372611047 0.0011478172025222583 0.0010199154817875089 0.001054918290170459 0.0019712635970949863 0.0019146932130520407 0.0016804985366716263 0.0010401541548112903
leaf_count=592 337 122 262 323 108 34 229 213 265 92 234 72 108 139 73 27 106 58 65 350 82 19
internal_value=0 2.87534e-05 6.18471e-05 9.31864e-05 0.000124564 7.90758e-05 0.00012248 0.000164535 -2.14599e-05 -0.000561368 0.000158767 0.000294195 0.000304797 0.00018104 7.31432e-05 0.000202933 0.000475536 0.000116973 3.61808e-05 -0.000125877 0.000675543 0.000788728
internal_weight=0 0.0286952 0.0276575 0.0266108 0.0256085 0.0237963 0.0219744 0.0205543 0.00883658 0.00221152 0.00662507 0.00557718 0.0117177 0.00878519 0.00754944 0.00635913 0.00445024 0.00207483 0.00521131 0.00388596 0.00293255 0.00237541
internal_count=3910 3318 3196 2859 2597 2274 2166 2132 1075 321 754 520 1057 867 654 581 255 164 554 415 190 91
is_linear=0
shrinkage=0.00160853


Tree=2038
num_leaves=16
num_cat=0
split_feature=11 3 1 3 15 151 150 160 3 15 51 3 0 1 3
split_gain=6.02488e-05 8.51478e-05 8.51784e-05 8.32438e-05 0.000185314 0.000149052 0.000191987 0.00015235 0.000122856 0.000114313 0.000294318 0.000175193 0.000108615 0.000185547 2.30314e-05
threshold=0.08184000000000001 -0.10628499999999998 0.076710000000000014 -0.078884999999999997 0.082225000000000006 0.056555000000000001 0.08826500000000001 0.041025000000000006 -0.074234999999999982 -0.017214999999999998 -0.07742499999999998 0.10420500000000001 -0.18901999999999997 0.10937500000000001 -0.0095549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 -5 10 -10 14 -12 -14 -11
right_child=-2 3 -4 5 -6 -7 -8 -9 9 11 12 -13 13 -15 -16
leaf_value=0.00016579989956887206 -0.001522695167096199 -0.0032493931135663171 0.0027493594310485079 0.0027506071541602861 0.00033502671624133966 -0.0021806089722011817 0.003095398208341915 -0.0024080399242397215 -0.0041273631559081928 0.00045870248072349358 -0.0016992111327073587 0.002969734955684541 -0.00082785649316753629 0.003100457686224719 -0.0011001012066741451
leaf_weight=0.0016159415332963048 0.0013440867632532735 0.0013449391210636251 0.0011878760849634191 0.0010492337895690049 0.0018221375099097895 0.0013357394570659006 0.0012660859685470491 0.001176150574077558 0.001027422276808544 0.0010125928436341136 0.0010262763117423477 0.0015089728839356997 0.0013023225584437139 0.0012781157341500426 0.0010214542761333217
leaf_count=138 224 798 160 269 848 99 137 259 125 229 60 70 182 219 93
internal_value=0 8.20229e-05 0.00126036 -0.000122278 -0.00118714 0.000137058 0.000402368 7.4601e-05 0.00039108 8.83226e-05 -0.000668905 0.00107875 0.000316284 0.00111788 -0.000324095
internal_weight=0 0.0189753 0.00280382 0.0161714 0.00316708 0.0130044 0.0116686 0.0104025 0.00922639 0.00817716 0.00463414 0.00354302 0.00360671 0.00258044 0.00203405
internal_count=3910 3686 298 3388 1646 1742 1643 1506 1247 978 586 392 461 401 322
is_linear=0
shrinkage=0.00732449


Tree=2039
num_leaves=24
num_cat=0
split_feature=14 1212 1456 52 1374 1 0 133 52 15 42 157 14 51 15 48 1 4 3 52 4 51 12
split_gain=0.000567482 0.000535911 0.000307167 0.000249145 0.000270628 0.00030835 0.000352339 0.000321833 0.000325323 0.000325677 0.000304638 0.000295993 0.000384889 0.00030509 0.000385367 0.000342965 0.000263596 0.000319411 0.000293159 0.00014134 0.000134504 0.00011716 9.75145e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 1.0000000180025095e-35 -0.087614999999999985 0.10681500000000001 0.09716000000000001 0.041585000000000004 0.08110500000000001 -0.077294999999999989 -0.13131999999999996 0.013805000000000001 -0.14868999999999996 0.091005000000000016 0.095575000000000007 0.053925000000000008 -0.073984999999999981 1.0000000180025095e-35 0.044585000000000007 0.092720000000000011 0.089855000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 19 8 9 10 -8 -7 -13 14 -14 16 20 -18 -19 -6 -16 -15 -11
right_child=-2 2 3 4 5 11 7 -9 -10 22 -12 12 13 21 15 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00099922905939278314 -0.0011221124732129161 -0.00073093450768704803 -0.00061987737447629331 -0.0004736517468570145 -0.0002526667304740245 0.0008536996253349729 0.00014919463926546615 -0.00064973350954573806 0.00077479111429472054 0.0001240970437730921 -0.00095971692578704598 -0.00040982541097207343 0.00088543432106670788 0.00096507811510651998 -0.0006410260886908633 -0.00077377187833230893 0.00095167091459592758 0.00061977535683823846 -0.00029833841109469842 -0.00092996597906117354 8.8843588341410058e-05 0.00040201002364496994 0.00077163904364066114
leaf_weight=0.0011186565177970778 0.0010082039379636079 0.0010769976876483225 0.0010893075287781674 0.0016796546550903449 0.0019419111119413556 0.0017109142017283632 0.0011586340304041787 0.0010301228075361435 0.0018175652732648484 0.0010240231851805504 0.0010364574015539751 0.0019727628821444585 0.0013660541010157333 0.0016510250335745333 0.0010880472183325543 0.0010195385946362712 0.0013845301395045417 0.001343018900557047 0.0017937893933154259 0.0010473555269727153 0.0011436199512278034 0.0016135697581425301 0.0010302203848853164
leaf_count=273 126 349 293 66 257 149 84 238 160 220 128 119 218 72 312 82 142 67 84 239 23 125 84
internal_value=0 1.0676e-05 4.831e-05 7.73073e-05 0.000104574 0.000141681 -6.20189e-05 0.000118236 0.000248632 2.35785e-05 -0.000374401 0.000269399 0.00019986 0.000296832 0.000157533 2.96013e-05 0.000150891 0.000357158 9.47504e-05 -0.000489973 -0.000267004 0.000686774 0.000448845
internal_weight=0 0.0311378 0.0300191 0.0289421 0.0278528 0.0261732 0.0100863 0.00709702 0.0060669 0.00424934 0.00219509 0.0160869 0.014376 0.0124032 0.0091386 0.00777254 0.00675301 0.00452134 0.00313681 0.00298927 0.00223167 0.00326459 0.00205424
internal_count=3910 3784 3511 3162 2869 2803 1410 914 676 516 212 1393 1244 1125 928 710 628 293 151 496 335 197 304
is_linear=0
shrinkage=0.00148603


Tree=2040
num_leaves=23
num_cat=0
split_feature=14 1213 52 1374 52 475 159 0 52 14 0 16 15 160 49 15 0 0 4 12 3 16
split_gain=0.000376803 0.000319806 0.000256915 0.00022639 0.000268819 0.000196256 0.000215087 0.000173044 0.000249095 0.000156531 0.000171966 0.000186973 0.000303366 0.000154423 0.000202985 0.000314998 0.000238432 0.000198639 0.000359957 0.000316593 0.000150158 0.000139772
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 -0.062489999999999997 -0.025744999999999997 0.089930000000000024 -0.076099999999999987 -0.089799999999999977 -0.13131999999999996 -0.14012999999999998 -0.19424999999999998 -0.11739999999999999 -1.0000000180025095e-35 0.089305000000000009 -0.10312999999999999 -0.10071499999999999 0.18055000000000002 -0.23071499999999998 0.086865000000000012 -0.021064999999999997 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 -6 11 12 -11 20 15 -15 -17 18 -18 -20 -12 -21
right_child=-2 2 3 4 9 6 -8 -9 -10 10 13 -13 -14 14 -16 16 17 -19 19 21 -22 -23
leaf_value=-0.00080139201436199103 -0.00099470100737226379 -0.00075361221997766799 -0.00055192102872511281 0.0010415381828772616 -0.00049010782766668024 -0.00035533051133598327 -0.00035750532832355659 0.0008258683991690226 0.00062885459693555858 0.000710367898755002 -0.00086933764249245136 0.00085512775467228952 -0.00050330196582152459 -0.00078075356496266858 0.00073387065227756721 0.00059374635988917015 -0.00091122067432398274 0.00060424857257738529 -0.00055916962170345064 0.00061061366228501988 3.06952921286619e-06 -6.9917510859451612e-05
leaf_weight=0.0012083174995500814 0.0010034093141846603 0.0010052537307707323 0.0014096722072700621 0.0010118796878122588 0.0014863475748959345 0.0012364788309587871 0.0011227234575214712 0.0017399533910470123 0.0014405850388545527 0.0010292163232270245 0.0010262264579422517 0.0013037571181264617 0.0011049551082515929 0.001244533093040622 0.0010088076175525868 0.001870128071756013 0.0013042606859707782 0.0010210688507007598 0.0015319287332984603 0.001888073720568954 0.0010156942521573073 0.0013315958578606919
leaf_count=576 135 337 66 139 88 111 191 152 82 87 644 58 82 113 146 49 38 22 179 145 71 399
internal_value=0 8.30021e-06 4.43582e-05 7.50596e-05 0.000110816 0.000390142 0.000271159 0.000430954 0.00017428 1.00796e-05 5.46504e-05 0.00037519 8.19972e-05 -2.8567e-05 4.55989e-05 -2.25292e-05 8.29396e-05 -5.20446e-05 -0.000162701 4.2759e-05 -0.000435384 0.000329159
internal_weight=0 0.0283415 0.0271331 0.0261279 0.0247182 0.00655162 0.00553974 0.00441702 0.00267706 0.0181666 0.0166802 0.00343793 0.00213417 0.0132423 0.0112004 0.0101916 0.00894706 0.00707693 0.00605586 0.0047516 0.00204192 0.00321967
internal_count=3910 3775 3199 2862 2796 675 536 345 193 2121 2033 227 169 1806 1091 945 832 783 761 723 715 544
is_linear=0
shrinkage=0.00160853


Tree=2041
num_leaves=16
num_cat=0
split_feature=124 123 4 48 50 12 3 52 4 150 15 12 15 52 2
split_gain=6.11226e-05 9.25188e-05 0.000142428 0.000128206 0.000191323 0.000193799 0.000284726 0.000163348 0.000206813 0.000204994 0.000152611 0.000136368 0.000274113 0.000234618 9.264e-05
threshold=0.08919500000000001 1.0000000180025095e-35 -0.49837999999999999 0.12649500000000002 0.088425000000000017 -0.0089849999999999982 0.097615000000000021 0.091715000000000005 0.24280000000000004 0.086765000000000023 -0.087539999999999993 0.084100000000000022 0.088190000000000004 -0.081429999999999989 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 11 -8 14 13 -13 -7
right_child=-2 -3 3 -5 -6 6 10 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00238705238493461 0.0014350957535094514 0.0015314472427239096 -0.0022570309669347238 -0.0021118342151281162 -0.0022242919094089637 0.00020407898441470983 0.00056870652070145275 -0.0019732260016168436 0.0025963930384478424 -0.0024182520076120894 0.0034612492114775581 -5.7793921344120064e-05 0.0016290946338704873 -0.0038927414757326971 0.0023130274821911751
leaf_weight=0.0010610732426711523 0.0010282315882360745 0.0012258471502141202 0.0010656371623704334 0.0010851811759814414 0.0012633918314286169 0.0015190755078279307 0.0012116700367619249 0.0013650042737840826 0.0012699179003919587 0.0011860567328980109 0.0015766540204082977 0.0014108976910121949 0.0015152069230329746 0.0010416268233786313 0.0016132800253020052
leaf_count=155 76 293 184 109 597 82 71 546 128 167 121 383 228 623 147
internal_value=0 -9.82492e-05 -0.000208109 -7.30893e-05 6.4855e-05 0.000260597 0.000456293 1.00011e-05 0.000293289 -5.96805e-05 0.00220429 0.000334315 -0.000420369 -0.00168656 0.00129027
internal_weight=0 0.0194105 0.0181847 0.0171236 0.0160384 0.014775 0.0137094 0.0109211 0.00955606 0.00828614 0.00278832 0.00710009 0.00396773 0.00245252 0.00313236
internal_count=3910 3834 3541 3386 3277 2680 2496 2304 1758 1630 192 1463 1234 1006 229
is_linear=0
shrinkage=0.0061288


Tree=2042
num_leaves=26
num_cat=0
split_feature=1213 14 51 1456 1374 453 0 1 15 42 47 12 3 12 12 43 16 16 1186 13 13 2 51 13 0
split_gain=0.000515859 0.000375628 0.000327826 0.000255076 0.000234294 0.000257331 0.000319617 0.000288206 0.000325407 0.000355869 0.000339545 0.000261582 0.000474654 0.000401461 0.000226678 0.000270388 0.000511513 0.00034058 0.000375363 0.000331961 0.000314643 0.000436535 0.000200086 0.000120647 0.000103031
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.40274499999999996 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.11235500000000002 -0.10312999999999999 0.083610000000000004 0.09550500000000002 0.051320000000000005 0.11476000000000001 0.10641500000000001 0.10129000000000001 -0.15426499999999996 0.15737500000000001 0.0015250000000000001 0.081240000000000021 -0.094679999999999986 0.0043150000000000003 0.085805000000000006 0.11355500000000002 -0.074599999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 -8 14 12 -9 -13 15 -10 17 18 19 -17 21 24 -14 -18 -21
right_child=1 -3 3 4 5 -7 7 11 10 -11 -12 13 22 -15 -16 16 23 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.00097312617687962764 -0.00085565823126378647 -0.00093731845951197223 -0.00070915244292851483 -0.00051502936344595895 0.00085777714845415576 -0.00055862440727105236 -0.00094532482551573519 0.0015283527634138011 0.00070504701103036422 0.00028374212386042384 0.0010223271713960757 -0.00072705076203391527 0.00073356058172453103 0.00060947892311777059 -0.00053030790009551444 0.0006162275566956476 -0.00030968882689026624 0.00092423369602046316 0.00094874906466664848 0.00040765688683387034 0.00054447274548921057 -0.0010386296425524198 -0.00022838904419818668 -0.0011139831395848253 -0.00030656854839903599
leaf_weight=0.0014418400648314447 0.001012745936587677 0.0010454989418151308 0.001029653756418873 0.0014762266396726167 0.0018024786564878525 0.0012934023583326395 0.0016958593260901966 0.0012936644871460205 0.0019118883008024641 0.0010129371807716669 0.0010698090197374102 0.0010554903892707745 0.0012627840612784297 0.001417408056227476 0.0015413948339776809 0.0014232200598996974 0.001002181016988235 0.0014736935852980859 0.0011034627977981604 0.0010193298089120617 0.0010059421482628422 0.0019683235902202001 0.0010797598722831481 0.0010060005607018261 0.0011651734659605655
leaf_count=592 126 119 279 63 78 90 159 189 102 87 70 61 131 87 199 91 40 164 43 14 77 432 43 176 398
internal_value=0 3.00022e-05 6.24971e-05 9.3379e-05 0.000121794 0.000155851 0.000190973 0.000141933 3.9412e-05 -0.000485723 0.000130071 0.000450702 0.000730678 3.90171e-05 6.47839e-05 0.000134916 3.73072e-05 0.000201728 6.31865e-05 -8.5277e-05 -0.000278811 -0.000478235 0.000290165 -0.000712601 2.67023e-05
internal_weight=0 0.0321683 0.0311228 0.0301101 0.0290804 0.0276042 0.0263108 0.0245083 0.0183992 0.0027088 0.0156904 0.00610911 0.00363621 0.0024729 0.0146206 0.0130792 0.0111673 0.00915915 0.00768545 0.00658199 0.00515877 0.00415283 0.00234254 0.00200818 0.0021845
internal_count=3910 3318 3199 3073 2794 2731 2641 2563 2052 246 1806 511 363 148 1736 1537 1435 1219 1055 1012 921 844 174 216 412
is_linear=0
shrinkage=0.0016407


Tree=2043
num_leaves=16
num_cat=0
split_feature=12 12 52 0 15 2 3 3 0 14 16 15 0 457 16
split_gain=6.23797e-05 7.58744e-05 0.000112223 0.000114624 0.000167096 0.000165003 0.000120058 0.00012728 0.000119524 0.000102881 0.000107643 8.22979e-05 0.000142575 0.000230005 5.21362e-05
threshold=0.11655500000000001 0.10333000000000002 -0.37613999999999997 -0.077944999999999987 -0.03231499999999999 0.095195000000000016 -0.089974999999999986 -0.082304999999999975 -0.10071499999999999 -0.13131999999999996 -0.014754999999999999 -0.11399999999999998 -0.10943499999999999 0.069705000000000003 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 -8 9 -9 11 -11 13 -13 -7
right_child=-2 -3 3 4 5 14 7 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0020671252870898809 -0.0017292521889262791 0.0017244777178568543 -0.0022755705883190946 0.0034501076740648499 0.0019255452929669123 8.9548030806806356e-05 0.0022503215876243854 -0.0020048608691490177 -0.0019037688253326398 0.0016223567182049763 0.0024379289975870679 -0.0033582918777548994 0.0017962402182220042 0.00072943354612360286 -0.0021702526895716573
leaf_weight=0.0013214453639835031 0.0010480207448398593 0.0013302098922019666 0.0013752078594894196 0.0011269985339244122 0.0017687252724816306 0.0010444715565212093 0.0011362222787076872 0.0010109943829877954 0.001895354833234688 0.0012427280850911982 0.0011604245072410167 0.0014306975773802355 0.0010230776184698698 0.0014086264348976973 0.0010614464755446251
leaf_count=362 187 266 378 305 353 133 644 64 667 159 93 125 43 79 52
internal_value=0 6.95163e-05 -5.27427e-05 0.000106796 0.00101646 0.000308592 -0.00028263 -1.6752e-05 -0.000297599 0.000120767 0.000463754 1.50125e-05 -0.000502151 -0.00133032 -0.00104946
internal_weight=0 0.0193366 0.0180064 0.016685 0.00500164 0.00387464 0.0116833 0.0103081 0.0091719 0.00727655 0.00626555 0.00510513 0.0038624 0.00283932 0.00210592
internal_count=3910 3723 3457 3095 843 538 2252 1874 1230 563 499 406 247 204 185
is_linear=0
shrinkage=0.00718087


Tree=2044
num_leaves=16
num_cat=0
split_feature=484 151 1 15 131 474 2 0 3 1 16 48 43 1 4
split_gain=6.35926e-05 8.5844e-05 0.000145102 0.000224234 0.000139632 0.000113509 0.000166778 0.000179766 0.0001485 0.000143756 0.000120139 0.000116005 0.000240084 9.1965e-05 8.36102e-05
threshold=-0.0043499999999999988 0.087190000000000017 0.12864500000000004 0.091915000000000011 0.089305000000000009 0.084655000000000022 0.086650000000000019 -0.10943499999999999 -0.09113499999999998 0.094890000000000016 -0.083564999999999987 0.016865000000000002 0.0050750000000000005 0.087075000000000014 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 14 10 -9 12 -10 -13 -8
right_child=1 -3 -4 -5 -6 -7 8 9 11 -11 -12 13 -14 -15 -16
leaf_value=-0.0015182687260627641 -0.0036703612634214448 0.0020070692541143882 0.0017976476211738342 -0.0033315815178345345 -0.0025631334733175535 0.0022627056096390639 0.00072074863561886993 0.00038736515503230088 -0.0025031359568032795 0.0019259923035994629 -0.0030465531592191843 0.0027211054640214538 0.0015649216485784895 5.353318124723783e-05 0.0035912589489618982
leaf_weight=0.0013638481299716202 0.0011139404268005748 0.0011292734181182615 0.0019792151985182039 0.0011406691110673597 0.0010387687799261478 0.001215116664803618 0.0010081443387139899 0.0010232008736321338 0.0019639858146792656 0.0010048715668714188 0.0010797699307133453 0.0010580520669276963 0.0012083126233150693 0.0018003908474957461 0.0010878171334377492
leaf_count=612 81 124 295 484 316 221 91 282 411 109 285 126 128 140 205
internal_value=0 8.74337e-05 -3.48867e-05 -0.000265273 -2.57472e-05 0.000168579 -3.74879e-05 -0.00119533 0.000564004 -0.000308204 -0.00137578 -8.25056e-06 -0.000953633 0.00104093 0.00221056
internal_weight=0 0.0188515 0.0177223 0.015743 0.0146024 0.0135636 0.0123485 0.00422178 0.0081267 0.00310784 0.00210297 0.00603074 0.0031723 0.00285844 0.00209596
internal_count=3910 3298 3174 2879 2395 2079 1858 757 1101 676 567 805 539 266 296
is_linear=0
shrinkage=0.00718087


Tree=2045
num_leaves=25
num_cat=0
split_feature=14 1212 1456 52 157 0 0 12 403 1 3 16 0 3 11 15 2 16 15 1 13 2 48 0
split_gain=0.000459583 0.000422881 0.000319068 0.000249789 0.000259211 0.000227393 0.000220239 0.000290613 0.000253862 0.000303349 0.000513053 0.000355135 0.000338856 0.000288851 0.000227299 0.000225459 0.000395964 0.000172181 0.000250547 0.000323484 0.000177424 0.00020718 0.000199408 1.88623e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.11077499999999998 0.18055000000000002 0.11655500000000001 0.092300000000000007 0.094385000000000011 0.11265500000000002 -0.072359999999999994 -0.19631499999999999 -0.12008499999999998 0.08776500000000001 -0.052074999999999989 0.094825000000000007 -0.089559999999999987 0.084955000000000017 0.085990000000000011 -0.074599999999999986 0.088055000000000008 0.086565000000000017 -0.093514999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 13 14 12 -12 -6 15 16 -11 18 19 -15 22 23 -19 -22
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 11 -13 -14 17 -16 -17 -18 20 -20 -21 21 -23 -24 -25
leaf_value=-0.001163425721102219 -0.0012857143282858604 -0.0010093014124380477 -0.0008724593929811484 0.0011205388405491565 0.00051464897066089621 -7.7975458286627185e-07 0.00063400609691114285 -0.00097634409729864091 0.00069650464266284896 0.00035386232593297314 -0.00055128115541736489 -0.0010426726814943656 0.00075851211946213911 -0.00082444063726726767 -0.00034040854627994071 9.891224643214157e-05 0.0016117035515221601 -0.0006620540935347273 0.00058495776822939448 0.00023553642810623826 -0.00035270649638297064 -0.0013841171370132142 0.00033348189793593562 -0.00067661399169584172
leaf_weight=0.0011534257765404279 0.0010747787701701752 0.0011046167673027232 0.0010965768718297899 0.0010049921659742722 0.0011008664732372548 0.0011078531541859607 0.0011654182783323924 0.001116057199576719 0.0011521961299880692 0.0018966080916776821 0.0013185897885046316 0.0015042626725625396 0.0010212976213984509 0.0019776286829100492 0.001003780764168738 0.0019769658093779802 0.0011847450713392618 0.0013979210260202614 0.0010302951902364521 0.0014569575477114682 0.0010282254761335647 0.0013048657586502421 0.0010096954685434589 0.0010679370442262187
leaf_count=273 126 349 293 40 65 296 38 114 154 153 63 57 98 245 54 167 159 300 88 41 19 312 82 324
internal_value=0 -0.00014979 -0.000109514 -7.39197e-05 -4.12789e-05 0.000532585 -9.03389e-05 -0.000126186 -8.389e-05 -0.000126143 9.22393e-05 -0.000395588 2.04082e-05 -0.000316337 0.000401585 0.000548827 0.000837488 -0.000405382 -0.000153328 -0.000374796 -0.000599127 -0.000850134 -0.000244551 -0.000517728
internal_weight=0 0.0301818 0.0290284 0.0279237 0.0268272 0.00211285 0.0247143 0.0235489 0.0224328 0.0212806 0.00990625 0.00384415 0.00233989 0.0113744 0.0060621 0.00505832 0.00308135 0.0102735 0.00446488 0.00343459 0.00580864 0.00340103 0.00240762 0.00209616
internal_count=3910 3784 3511 3162 2869 336 2533 2495 2381 2227 751 218 161 1476 533 479 312 1411 374 286 1037 655 382 343
is_linear=0
shrinkage=0.00170698


Tree=2046
num_leaves=16
num_cat=0
split_feature=41 2 156 158 16 13 12 15 15 15 12 15 16 49 13
split_gain=6.47588e-05 0.000115284 6.7684e-05 9.67853e-05 8.45066e-05 0.000165477 0.000125537 8.27838e-05 0.00022843 0.000181621 0.000190127 0.000123213 0.000130088 0.000116459 9.10867e-05
threshold=0.080335000000000018 -0.0098549999999999974 0.091280000000000014 1.0000000180025095e-35 0.22945500000000005 0.16421000000000002 1.0000000180025095e-35 -0.0058549999999999991 -0.074174999999999977 0.05377500000000001 0.086865000000000012 -0.095799999999999982 -0.09601999999999998 0.0037600000000000003 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 8 11 -9 -11 12 13 -3 -12
right_child=-2 2 -4 -5 6 -7 -8 9 -10 10 14 -13 -14 -15 -16
leaf_value=0.0021873890115164979 -0.0018724313879270797 0.0022372356390279844 -0.0019667503370543009 -0.0020889689777478771 0.0033920707845626163 -0.00283323067886937 0.00017725257304134 0.0026723446774303771 -0.0034005937053368214 -0.0026152536911314265 -0.0004200711808788805 0.0021138759671489741 -0.0024736432666502698 -0.0012382568976707275 0.0024352629465242085
leaf_weight=0.0013269237718511488 0.0010162258812828054 0.0011381675108152814 0.0010170059815001907 0.0011347830027452896 0.0010432273576027598 0.0011230558597037444 0.0019364422860272956 0.0019377866998373005 0.0011711163639087589 0.0011865999415325013 0.0012385118821274192 0.0014334185026743081 0.0012007287554581178 0.0010207720403115142 0.0012559526727642569
leaf_count=222 173 109 322 406 70 138 234 120 358 318 506 314 186 103 331
internal_value=0 6.28819e-05 -9.51587e-05 1.80016e-05 0.00017043 -9.51209e-05 0.00130281 0.000170358 -0.000442679 0.000821073 -0.000153474 0.000280042 -0.000502372 0.000593982 0.00101758
internal_weight=0 0.0191645 0.0178376 0.0168206 0.0156858 0.0127061 0.00297967 0.0115831 0.0059642 0.00561885 0.00368106 0.00479309 0.00335967 0.00215894 0.00249446
internal_count=3910 3737 3515 3193 2787 2483 304 2345 1070 1275 1155 712 398 212 837
is_linear=0
shrinkage=0.00747098


Tree=2047
num_leaves=25
num_cat=0
split_feature=1213 1456 42 453 38 12 1 157 160 151 49 42 394 0 133 12 4 2 15 1374 0 15 43 0
split_gain=0.000577156 0.000407839 0.000268657 0.000254036 0.000268099 0.000367249 0.000172741 0.000261628 0.000296406 0.000226245 0.00052188 0.000233109 0.000427762 0.000259875 0.000508995 0.000245909 0.000218432 0.000232251 0.000213756 0.000198898 0.000195453 0.000215799 0.000170646 0.000108814
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.11403999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.075044999999999987 0.11235500000000002 -1.0000000180025095e-35 -0.081519999999999995 0.088225000000000012 -0.085974999999999982 -1.0000000180025095e-35 -0.08070999999999999 -0.089879999999999974 0.087330000000000019 0.088325000000000015 0.22584000000000001 0.12238000000000002 -0.021529999999999997 -0.094679999999999986 -0.22384499999999996 -0.10071499999999999 -0.0026049999999999992 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7 10 -9 12 -12 15 18 19 17 -8 -15 -13 -21 -22 -20 -18
right_child=1 2 3 -5 -6 6 16 9 -10 -11 11 13 -14 14 -16 -17 23 -19 22 20 21 -23 -24 -25
leaf_value=-0.0010233466914452579 -0.00094615686035411583 -0.00053279116247609249 0.00096404876993352179 -0.00062278056259646873 -0.00065610796410958997 0.00012377816957262106 -0.00052493722257685805 -0.0010331136840386812 -0.0010728317470930417 0.00080644809992495956 0.00038406270132540699 -0.00038740648739428723 -0.0011105877927894379 0.0012253179347635089 -0.00050695380570584176 -0.00068508230565256473 0.00045410917712903319 0.00055821827352839988 0.00084954278093859819 0.00090365564578520033 0.000495985737253563 -0.0004367585679350617 0.00013848193552487694 0.0011590270686195831
leaf_weight=0.0014611143234355825 0.0011055499346982111 0.0018709451096599944 0.0015037222448701154 0.0012184412662032953 0.0010824879995702174 0.0011258964251150416 0.0010339483214385483 0.0010641739011193465 0.0011032734607436942 0.00123207055641572 0.0010425030083502929 0.0013456709135937217 0.0010195178000213098 0.0014787871580554867 0.0011539480315513329 0.0011357666137704614 0.001385528965405447 0.0010996085054690852 0.0017745019680979728 0.0011748011845273965 0.001587748415160295 0.0011522661117180843 0.0018617046087108461 0.0010259755498056404
leaf_count=592 332 155 310 90 88 194 91 74 256 40 100 20 371 86 299 98 55 77 129 49 38 99 151 116
internal_value=0 3.21772e-05 6.88747e-05 0.000109657 0.000143482 0.000177691 0.000128003 6.00852e-05 -0.000468455 0.000129296 7.64634e-05 0.00015664 -0.000354932 0.000239929 0.000477324 7.26034e-06 0.000415699 3.33076e-05 0.000699378 0.000156741 0.000343785 0.000103736 0.000485486 0.000754017
internal_weight=0 0.0305788 0.0294733 0.0276023 0.0263839 0.0253014 0.0237977 0.0192526 0.00222917 0.0170235 0.0157914 0.0147272 0.00206202 0.0126652 0.00626894 0.00639625 0.00454506 0.00213356 0.00511499 0.00526049 0.00391482 0.00274001 0.00363621 0.0024115
internal_count=3910 3318 2986 2831 2741 2653 2343 2004 450 1554 1514 1440 471 969 665 304 339 168 366 206 186 137 280 171
is_linear=0
shrinkage=0.0016407


Tree=2048
num_leaves=24
num_cat=0
split_feature=1213 14 1374 52 475 160 50 51 52 133 133 40 42 2 457 151 151 4 4 3 2 3 16
split_gain=0.000434151 0.000412419 0.00024039 0.000251108 0.000183708 0.000255958 0.000315564 0.000281107 0.000376353 0.00027344 0.000213306 0.000246102 0.00025593 0.00027684 0.00018915 0.000162406 0.000315337 0.00029109 0.00024528 0.000202407 0.000201783 9.60126e-05 3.71154e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.094679999999999986 -0.42985499999999993 -0.067819999999999978 -1.0000000180025095e-35 0.09525500000000002 -0.06809999999999998 -0.014099999999999998 -0.090054999999999982 0.10599500000000002 -0.080519999999999994 -0.089744999999999978 0.12663500000000003 -0.0034949999999999994 -0.084019999999999984 -1.0000000180025095e-35 0.074650000000000008 -0.0021099999999999995 -0.075954999999999981 0.095195000000000016 0.084925000000000014 -0.080074999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 9 -6 -9 -7 11 -11 -13 14 -14 -16 -17 18 20 -19 22 -10 -18
right_child=1 -3 3 4 5 6 -8 8 21 10 -12 12 13 -15 15 16 17 19 -20 -21 -22 -23 -24
leaf_value=-0.00091939073901584371 -0.00056330719045966907 -0.00094871199091718194 -0.00065066742560502384 0.00066573514579362151 -0.0009262191694353215 -0.00056310813960283048 0.00091014432463197201 0.00071842909571083111 -0.00073778847430326102 0.00091939055400885601 -0.00037209772718880451 -0.00041897637655725678 -0.0002680013566360367 -0.00052700089566887936 -0.00013316448864101818 0.0012490384535999138 0.00049563876232892564 0.00035761216958350971 -0.00030921005574144442 0.0012191118278708662 -3.592579853566481e-05 -7.5239591382155935e-05 0.00091440369299226876
leaf_weight=0.0012152913372183429 0.0014069418728883667 0.0010053470696062263 0.001043312259470487 0.0014093008721934161 0.0010969180267436929 0.0013212879150348291 0.0012740222829008821 0.0010891020217321801 0.0010325996146576177 0.001123705194115158 0.0015896639694218109 0.0015795020886431041 0.0012166945645075708 0.0010308293815025115 0.0013089228844480683 0.0010434530060597384 0.0010233217371581867 0.0013598489155164373 0.0018798975390508276 0.0012521364810726722 0.0015700719997653323 0.0010589938374323538 0.0010005560791308543
leaf_count=592 66 119 337 317 152 241 146 129 443 163 286 91 73 96 87 63 115 43 97 71 58 54 71
internal_value=0 2.40364e-05 5.93274e-05 9.26305e-05 0.00012333 9.12811e-05 0.000166153 -0.000251323 -1.85732e-05 0.000114357 0.000167077 0.000222774 0.0001679 0.000240972 0.000308896 0.00037614 0.000449162 0.00034594 0.000143303 0.000770599 0.000380001 -0.000402334 0.000702666
internal_weight=0 0.0287164 0.0277111 0.0263041 0.0252608 0.0238515 0.0195739 0.00427761 0.0031807 0.0182999 0.0169786 0.0153889 0.0142652 0.0126857 0.0116549 0.0104382 0.00912929 0.00808583 0.00547385 0.00261199 0.00359395 0.00209159 0.00202388
internal_count=3910 3318 3199 3133 2796 2479 1701 778 626 1555 1314 1028 865 774 678 605 518 455 341 114 244 497 186
is_linear=0
shrinkage=0.00154607


Tree=2049
num_leaves=24
num_cat=0
split_feature=1213 14 1456 52 157 1374 150 12 159 11 130 43 42 1 47 48 16 1 4 43 3 1 13
split_gain=0.000346808 0.000296445 0.000236658 0.000229619 0.000264604 0.000213941 0.000208697 0.000222185 0.00019761 0.000242266 0.000250783 0.000239581 0.000386241 0.000419019 0.000220439 0.000265789 0.000501483 0.000346136 0.000246086 0.000164455 0.00030047 0.000134258 0.000189001
threshold=-1.0000000180025095e-35 0.064610000000000015 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.095439999999999983 0.084800000000000014 0.088375000000000023 0.10497500000000001 0.087830000000000005 -0.0015749999999999998 -0.057994999999999998 -0.11145999999999999 0.10752500000000002 0.09550500000000002 0.084500000000000006 -0.082504999999999981 0.077800000000000022 0.074650000000000008 -0.17307499999999998 -0.082394999999999982 0.094165000000000013 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 8 -8 9 10 -7 12 -12 19 15 16 17 -13 -16 -14 -21 22 -18
right_child=1 -3 3 4 5 6 7 -9 -10 -11 11 14 13 -15 18 -17 21 -19 -20 20 -22 -23 -24
leaf_value=-0.0007996643237061442 -0.0006605627832260507 -0.00076139513903913545 -0.00063025798605751272 0.00065765173171851996 -0.00049474317175386175 -0.00038508805636800148 0.00075407838322288955 -9.7479046518023991e-05 -0.00060080030602767994 -0.00062501718672126492 -0.00042822027664295788 -5.038562827727151e-05 0.00075770094841563231 0.0014377528984727795 0.00097196761853860262 -0.00066798752513518966 -0.00012691267664072351 0.0010143829906861575 -2.8782461024220966e-05 -0.00049809346592333639 0.00055716192263738026 6.3259495396520096e-05 -0.0010257027656671118
leaf_weight=0.0012163514250849846 0.0010255559220563237 0.0010584194415316764 0.0010040247652820479 0.0017171404833313244 0.0014737022948132497 0.0019942842175033051 0.0019349702862571155 0.0010404329415798774 0.0010266006660173401 0.001047552962866404 0.0010098901053617985 0.0012707682261134589 0.0014556594955648094 0.0010030172251810597 0.0010273794548083526 0.0014374380728589542 0.001025370662545262 0.001436152952525041 0.0011499779333057347 0.0010043234658425465 0.0014650626908583432 0.001097837554630221 0.0010413792876008739
leaf_count=592 309 122 290 323 34 214 214 69 162 61 67 148 48 104 58 102 21 109 65 182 242 78 296
internal_value=0 1.04403e-05 3.99444e-05 6.68885e-05 9.41676e-05 5.37537e-05 8.97301e-05 0.000456308 3.3775e-05 6.90534e-05 0.000110795 0.00017491 0.000409 0.000580568 2.83821e-05 -9.52585e-05 4.49546e-05 0.000514526 0.000443418 0.000361521 0.000127979 -0.000356707 -0.000579789
internal_weight=0 0.0287469 0.0276885 0.026663 0.0256589 0.0239418 0.0224681 0.0029754 0.0194927 0.0184661 0.0174185 0.0154243 0.00593795 0.00492806 0.0094863 0.00730895 0.00587151 0.00270692 0.00217736 0.00392505 0.00246939 0.00316459 0.00206675
internal_count=3910 3318 3196 2887 2597 2274 2240 283 1957 1795 1734 1520 643 576 877 754 652 257 123 472 424 395 317
is_linear=0
shrinkage=0.00148603


Tree=2050
num_leaves=26
num_cat=0
split_feature=14 1213 1456 52 1374 52 2 43 16 0 128 39 12 47 52 4 16 1 1 1 2 129 3 1 1
split_gain=0.000490533 0.000508746 0.000331483 0.000325525 0.000328389 0.000279174 0.000295526 0.000311383 0.000411822 0.000401926 0.000249749 0.000224327 0.000200662 0.00034829 0.000336796 0.000323751 0.000269366 0.00023302 0.000281593 0.000300826 0.000278517 0.000247098 0.000305432 0.000178287 5.48823e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 -0.062489999999999997 0.11260500000000001 -0.072649999999999978 0.050115000000000007 -0.073464999999999989 0.086435000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10887000000000001 -0.0066199999999999991 -0.23071499999999998 0.18936500000000003 0.076710000000000014 0.092550000000000007 0.10113500000000002 0.10869000000000002 0.086720000000000005 -0.080884999999999985 0.10285500000000002 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 9 -9 -6 11 -7 23 14 -14 16 -16 21 24 -20 -21 22 -17 -13 -19
right_child=-2 2 3 4 5 10 -8 8 -10 -11 -12 12 13 -15 15 17 -18 18 19 20 -22 -23 -24 -25 -26
leaf_value=-0.0011032885632594025 -0.001230081334160488 -0.00094958977923381618 -0.00090834658113114449 -0.00074106959361615625 -0.00015540872854655577 -0.00075809167313810636 0.0010455486434959764 0.0003099002436277549 -0.00096206774460806026 0.0010582263122871425 -0.0008655667354292905 -1.7309789087343393e-05 -0.00087339788972667053 -0.00080893672912196453 -0.0010099943280108686 -0.00075161628248243185 9.8020045867523199e-05 0.00062927771476266943 -0.00059249216199420811 0.0010782149274594919 2.5467541620855094e-05 0.00061012871522612478 0.00025358860655296244 0.00087578882840980241 0.0011398628122725103
leaf_weight=0.0013715769498839616 0.0011173426624654917 0.0011463643604838749 0.0011438769106602567 0.0015950182152515415 0.0012848880325697642 0.0010716512878135706 0.0011276329402267055 0.0014884643639760933 0.001181241063559213 0.0015671918631281478 0.0010101968236582012 0.0011269455549972581 0.0010234799572989535 0.0014787163159857295 0.0011487315003897375 0.0017533984355390195 0.0011223197448752553 0.0011393360438387568 0.0010324635888256939 0.0010483419356303453 0.0017121580029814121 0.0010111659025611175 0.0014118497888013139 0.0011879863413390961 0.001043633069711225
leaf_count=578 126 312 290 66 172 53 159 101 71 99 139 61 212 74 37 354 22 85 101 89 108 59 276 196 70
internal_value=0 -0.000145399 -0.000101395 -6.75281e-05 -3.26386e-05 1.08686e-05 0.000295153 0.000141911 -0.000252896 0.000511473 -8.69624e-05 -4.40104e-05 3.76032e-07 -6.79661e-05 1.35164e-05 8.65833e-05 -0.00046243 0.000209396 0.000413119 0.000148226 0.000425264 -8.21069e-05 -0.000303248 0.000441014 0.000873378
internal_weight=0 0.0312286 0.0298571 0.0287107 0.0275668 0.0259718 0.00664942 0.00552179 0.00266971 0.00285208 0.0193224 0.0183122 0.0172405 0.0149256 0.0134469 0.0124234 0.00227105 0.0101523 0.00597593 0.00379296 0.0027605 0.00417641 0.00316525 0.00231493 0.00218297
internal_count=3910 3784 3206 2894 2604 2538 602 443 172 271 1936 1797 1744 1487 1413 1201 59 1142 453 298 197 689 630 257 155
is_linear=0
shrinkage=0.00160853


Tree=2051
num_leaves=24
num_cat=0
split_feature=14 51 124 128 50 15 47 151 1 43 52 13 13 129 0 49 2 2 133 15 16 1 2
split_gain=0.000401194 0.000406661 0.000340712 0.000336766 0.000310359 0.000428254 0.00034203 0.000253879 0.00045886 0.000342818 0.000274949 0.000311987 0.000314834 0.000249226 0.000339319 0.000283421 0.000222736 0.000195288 0.000392799 0.000154512 0.000151665 0.000336641 0.000109322
threshold=0.073890000000000011 -0.40274499999999996 0.11158000000000001 0.086435000000000012 0.11812000000000002 -0.26361999999999991 0.11764000000000001 -0.056409999999999995 0.088385000000000005 -0.083899999999999988 0.090640000000000012 -0.094679999999999986 -0.014114999999999997 0.086720000000000005 -0.099864999999999995 -0.07107999999999999 0.106035 0.084235000000000018 1.0000000180025095e-35 -0.08262499999999999 -0.094359999999999986 0.092550000000000007 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 17 11 22 -13 14 15 -14 -12 -9 -19 -10 -17 -22 -11
right_child=-2 2 -4 -5 -6 6 -8 9 19 10 16 12 13 -15 -16 20 -18 18 -20 -21 21 -23 -24
leaf_value=-0.00090041428582691605 -0.00092262683328767981 0.00082447516159031152 0.00089166809367972042 -0.00080502174735185407 -0.00068008220152348847 -0.00021310542931943487 -0.00081075598751986745 0.00084690264110174262 0.00049909455974102214 0.00016786318104238242 -0.00019922501091653054 -0.00080473011029818468 -0.00063444904447107443 0.00061543009499290344 -0.00068712950218112153 -0.00011093597554072374 -0.0010907034603698765 0.00071246191769109462 -0.00036478898674906365 0.0012533639262458651 0.0011100243648118997 -4.1470501417019573e-05 0.00073499951974279369
leaf_weight=0.0010212728761046499 0.0010283453902329423 0.0016386126974810627 0.0010332421700414698 0.0010448853488644527 0.001212213676271604 0.001568871951451555 0.001001593108536313 0.0013297795150974895 0.0014316323164307171 0.0018590312623535344 0.0016239412041803422 0.0013689913998545904 0.0010037476052957572 0.0011236845636858617 0.0018220979862005691 0.0015036925482361241 0.0010000304457826181 0.0014639790166262046 0.001527219446539746 0.0010321185426989538 0.001055836153735612 0.0011954563353446801 0.0012587809298891806
leaf_count=138 135 254 34 232 219 250 76 101 115 101 410 654 31 59 367 32 80 112 258 128 25 23 76
internal_value=0 2.12709e-05 5.36183e-05 2.27659e-05 5.47756e-05 8.92908e-05 3.94497e-05 7.62042e-05 0.000415066 4.79513e-06 -0.00010262 -8.70151e-06 -0.000148052 -3.13687e-05 -0.00014181 6.699e-05 -0.000538979 0.000373089 0.000162449 0.000815074 0.000254492 0.00049857 0.000396838
internal_weight=0 0.0301207 0.0290994 0.0280662 0.0270213 0.0258091 0.0241705 0.0231689 0.00403262 0.0191363 0.0148153 0.0121913 0.00907351 0.00770452 0.00658083 0.00475873 0.00262397 0.00432098 0.0029912 0.00246375 0.00375499 0.00225129 0.00311781
internal_count=3910 3775 3637 3603 3371 3152 2898 2822 493 2329 1858 1368 1191 537 478 111 490 471 370 243 80 48 177
is_linear=0
shrinkage=0.00148603


Tree=2052
num_leaves=15
num_cat=0
split_feature=4 1 151 457 52 0 4 133 16 49 42 52 13 0
split_gain=7.21427e-05 9.83976e-05 9.30727e-05 7.27603e-05 0.000102908 0.000128163 0.000184795 0.000133222 0.000124325 0.000152335 0.000158793 0.000137395 0.000133394 0.000127706
threshold=0.27608500000000008 0.11198000000000001 -0.095804999999999987 0.088055000000000008 0.11401500000000002 -0.017269999999999997 -0.49837999999999999 -0.090054999999999982 0.26538000000000006 -0.0019649999999999997 0.084100000000000022 -0.081429999999999989 -0.083924999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -4 9 11 12 -9 -11 -14
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 -13 13 -15
leaf_value=0.0016040218456656766 -0.00041497982307579751 0.0021339779760758421 -0.0025347661185755703 0.00090342642689963872 -0.0018736163831568576 -0.0010044420502711086 0.0023571527931256142 0.00033411289393168721 -0.0023989043229193699 0.0029862209805980879 -0.0016545102554522304 -0.0026730727303318782 0.0015382817354244521 -0.0010963281361026111
leaf_weight=0.0011505158029826426 0.0011748960650084257 0.0014088320267048775 0.0013014421165435186 0.0018698108611981947 0.0018963468267213382 0.0011791403727390293 0.0016735826912638143 0.0011607220184178674 0.0010653599423811272 0.0011929886734374506 0.00107911878676498 0.0014400562954676134 0.0018636176797485202 0.0013363565274290105
leaf_count=189 109 332 415 106 539 134 142 180 251 93 571 204 130 515
internal_value=0 0.000974893 -0.000186453 -0.000307212 -0.000456248 -0.00025404 0.000967676 -0.000587884 -0.000310614 -3.50266e-05 0.000580912 -0.00133097 0.00113004 0.00043803
internal_weight=0 0.00258373 0.0182091 0.0170585 0.0151887 0.0132924 0.00285272 0.0104397 0.00913822 0.00807286 0.00547208 0.00260078 0.00439296 0.00319997
internal_count=3910 441 3469 3280 3174 2635 276 2359 1944 1693 1309 384 738 645
is_linear=0
shrinkage=0.00650394


Tree=2053
num_leaves=15
num_cat=0
split_feature=11 4 16 2 4 13 15 150 49 42 16 1 3 0
split_gain=6.89449e-05 0.000100147 7.67424e-05 0.000120944 0.000105015 0.00011924 0.000132017 0.000120091 0.000137489 0.000190753 0.000141459 9.73157e-05 7.48084e-05 4.83498e-05
threshold=0.088315000000000018 0.27608500000000008 -0.38486499999999996 0.10910500000000002 -0.49837999999999999 -0.094679999999999986 0.088615000000000013 0.086420000000000011 -0.0090499999999999973 -0.087904999999999983 -0.084184999999999996 0.092550000000000007 0.12991000000000003 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 -7 -10 -11 13 -5 -12
right_child=-2 -3 3 12 5 6 -8 -9 9 10 11 -13 -14 -15
leaf_value=-0.0015979226165958127 -0.0019455111401095863 0.0016840855293081946 -0.0025540512239727092 0.0026280485972417179 0.0016114297842390389 0.0028513543143230836 -0.0026495553241870588 -0.001910675445932636 0.0021755858204731806 -0.0028613106631164681 0.002197150269981781 -0.0015268616757324299 0.00011474142576240224 -0.00011689106303060277
leaf_weight=0.001767024561435431 0.0010120104967041013 0.001900241940558242 0.0010182961628243644 0.0014650271343083559 0.0020003433325760352 0.0010431052275196896 0.0012579480707466196 0.0016158787201121239 0.0015784209982905488 0.0013567079718474848 0.001008221077699609 0.0013939624122445843 0.0012044790718889198 0.0010076718156674996
leaf_count=178 145 394 136 316 189 197 646 187 283 414 180 172 111 362
internal_value=0 5.41615e-05 -0.000120656 4.30032e-05 -0.000248669 -5.72229e-05 -0.000382491 -6.5759e-05 0.00033775 -7.54825e-05 -0.000820911 -9.08027e-06 0.00149405 0.00104044
internal_weight=0 0.0196173 0.0177171 0.0159501 0.0132806 0.0122623 0.0102619 0.00900397 0.00738809 0.00634498 0.00476656 0.00340986 0.00266951 0.00201589
internal_count=3910 3765 3371 3193 2766 2630 2441 1795 1608 1411 1128 714 427 542
is_linear=0
shrinkage=0.00747098


Tree=2054
num_leaves=25
num_cat=0
split_feature=14 1213 51 1456 1 47 123 14 133 130 52 3 12 16 0 48 3 4 12 15 2 42 150 4
split_gain=0.000531137 0.000499494 0.000325647 0.000291712 0.000265332 0.00047196 0.000308629 0.000262568 0.00025579 0.000306724 0.000203477 0.00033884 0.000181144 0.000236724 0.000405325 0.000277936 0.00044671 0.000177914 0.000152417 0.000254323 0.00014635 0.000144019 0.000131502 6.89758e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 -1.0000000180025095e-35 0.13860500000000003 0.11939500000000002 1.0000000180025095e-35 -0.13131999999999996 -0.085714999999999986 -0.0015749999999999998 -0.092854999999999979 -0.15464999999999998 0.10214500000000001 -0.014099999999999998 -0.089539999999999995 0.084500000000000006 0.094625000000000015 0.50541500000000006 0.089745000000000005 -0.10071499999999999 0.088485000000000022 0.083815000000000014 0.10871000000000001 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 17 20 -10 21 -12 13 15 -15 18 -17 -5 19 -13 -9 -11 -18 -21
right_child=-2 2 3 4 -6 -7 -8 8 9 10 11 12 -14 14 -16 16 22 -19 -20 23 -22 -23 -24 -25
leaf_value=-0.00086563998457525951 -0.001060040166640972 -0.00075652552087761835 -0.00068498604541946393 -0.00083217919518825017 0.00070951173110777265 -0.00089973557936229613 0.00072897012419165024 0.00020208907037868977 -0.00068223243990428472 -0.00065416232876046505 0.00091340144367798031 0.00050753185236836163 -0.00041093832281032894 0.0011993131313754709 0.00010884596060405541 -0.00081036436657835214 -0.00016228304992645082 1.7200062504019431e-05 0.00058698440713357721 7.7327965224439729e-06 0.00093741063090810534 5.2371282291583606e-05 0.00055950544784203686 -0.00052708356742160809
leaf_weight=0.0013186003914827096 0.0010146213425145647 0.0010226357434140456 0.0010187035158928789 0.0010794202841566394 0.0014773282751105203 0.0010136145540237109 0.0016215118959192016 0.0011207021902576294 0.0011000341858524434 0.0011491240641961992 0.0012106260957390107 0.0016490092538810151 0.0012868118220425986 0.0011480280732651948 0.0019564516323927429 0.0017026996294222108 0.0011004190291583615 0.0010162230099175495 0.0019282047827328674 0.0010177661183032802 0.0011787812297133493 0.0013109729010838678 0.001044080346621179 0.0010296993486745704
leaf_count=578 126 126 281 43 171 87 256 169 171 232 66 47 134 60 292 86 43 38 269 109 168 154 13 191
internal_value=0 1.14406e-05 5.10707e-05 8.03985e-05 0.000109126 7.45652e-05 0.000114628 7.1371e-05 0.000120592 6.40184e-05 0.000110836 0.000174239 0.000109691 0.000162962 0.000512098 4.85295e-05 -0.000253228 -0.000420297 0.000254927 8.1715e-05 0.000579036 -0.000277654 0.00018913 -0.000261234
internal_weight=0 0.0305014 0.0291828 0.0281602 0.0271415 0.0256642 0.0246506 0.0230291 0.0209334 0.0186339 0.0175339 0.0150738 0.0138632 0.0125764 0.00310448 0.00947188 0.0038472 0.00209564 0.00562468 0.00369647 0.00229948 0.0024601 0.0021445 0.00204747
internal_count=3910 3784 3206 3080 2799 2628 2541 2285 2204 1867 1696 1310 1244 1110 352 758 142 81 616 347 337 386 56 300
is_linear=0
shrinkage=0.00145689


Tree=2055
num_leaves=25
num_cat=0
split_feature=1213 1456 480 52 128 0 151 3 15 15 43 15 3 2 52 150 4 0 15 133 3 0 3 12
split_gain=0.000526923 0.000373288 0.000331046 0.000296221 0.000248505 0.000246886 0.000431721 0.000310661 0.000348887 0.000378649 0.000272984 0.000265093 0.000276256 0.000286721 0.000250785 0.000212614 0.000230403 0.000247573 0.000273409 0.000206112 0.00018248 0.000181568 0.000157831 0.000136218
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 -0.42985499999999993 0.086435000000000012 -0.07773999999999999 0.085710000000000022 -0.089974999999999986 -0.0058549999999999991 -0.074174999999999977 -0.07526999999999999 -0.053579999999999996 -0.088024999999999978 0.106035 -0.096614999999999993 -1.0000000180025095e-35 0.0057500000000000008 -0.15291499999999997 -0.10469999999999999 -0.083144999999999983 -0.13927999999999999 -0.10783 0.084925000000000014 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 21 9 10 -9 -7 20 14 -14 -12 -17 -18 -19 -10 -13 -5 -21 -16
right_child=1 2 -4 4 -6 11 -8 8 19 -11 15 12 13 -15 23 16 17 18 -20 22 -22 -23 -24 -25
leaf_value=-0.0010292696338230121 -0.0008797885327817812 -0.00076361166940436959 -0.00086544290836308062 -0.0001565648455246824 -0.00067464351965979474 0.00093435964442919507 0.0010513878021952644 0.00065709424811136326 0.00099733659971717645 -0.001010298931701431 -0.00082804728207959357 0.00022882143855557175 -0.00042345670458160254 -0.00075661429154893697 0.00097301564864892616 -0.00051981298667676918 0.00073924870587379384 -0.00058032517547838749 0.00049553919285275647 -0.00013685780345346724 0.0010922074630432864 -0.0010886077461985028 0.00063478592309932648 0.00014375284218644268
leaf_weight=0.0013559330761722518 0.0012005228570078274 0.0010575666173893708 0.0010165393149412115 0.0011978547224545388 0.0010142267984950401 0.0018187346282777586 0.0010581690464277474 0.0014385393610586977 0.0013049358278071077 0.0011165658602051562 0.0010008046922429532 0.0013552954163594047 0.001082452499816311 0.0010816526114384439 0.0010355717192343551 0.0016773431081455945 0.001475202787758474 0.001434976136289577 0.0011417841285891826 0.0015810921679605501 0.0012825724122267346 0.0010609680283260514 0.0013003931561554882 0.001099207056515894
leaf_count=592 332 288 257 94 163 298 88 220 84 213 40 70 57 95 43 111 47 96 47 259 44 157 51 164
internal_value=0 1.64966e-05 5.40767e-05 8.79241e-05 0.000121833 0.000153457 3.69734e-05 -3.1265e-05 6.3148e-05 -0.000114143 8.3521e-06 0.000376813 0.000230631 -2.58495e-05 0.000219838 -0.000130314 -8.4333e-06 0.000203256 -0.000103601 0.000456368 0.000648613 -0.000594345 0.000211379 0.000546025
internal_weight=0 0.029833 0.0286324 0.0276159 0.0265583 0.0255441 0.0167886 0.0157305 0.0134716 0.00928522 0.00816865 0.00875549 0.00693675 0.00429888 0.00321723 0.00673011 0.00572931 0.00405196 0.00257676 0.00418642 0.00263787 0.00225882 0.00288149 0.00213478
internal_count=3910 3318 2986 2729 2441 2278 1507 1419 1168 774 561 771 473 359 264 341 301 190 143 394 114 251 310 207
is_linear=0
shrinkage=0.0016407


Tree=2056
num_leaves=16
num_cat=0
split_feature=42 43 4 0 151 160 3 15 0 0 48 13 15 15 16
split_gain=7.11497e-05 0.000106713 0.000178476 0.00010407 9.81585e-05 0.000115674 8.16719e-05 0.000124984 0.000121772 0.000183437 0.000141391 9.62384e-05 9.36678e-05 0.000123347 5.88825e-05
threshold=-0.11403999999999999 -0.17307499999999998 -0.48072499999999996 1.0000000180025095e-35 0.085710000000000022 0.091575000000000017 0.16699000000000003 0.090505000000000016 -0.084304999999999977 -0.10131499999999999 0.092250000000000013 -0.073799999999999991 -0.10312999999999999 -0.094924999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 12 -10 -4 -14 -13
right_child=1 2 3 -5 -6 -7 -8 -9 11 -11 -12 14 13 -15 -16
leaf_value=-0.0015991800628619868 0.0015805664006383895 -0.002867299259259143 -0.0005992219777886461 0.0017013877580000305 0.0018858321511130989 -0.0018853152427953242 0.0017982855220129315 -0.0024168473127429797 0.002747963960061352 -0.0028794793027502792 -0.0021257352102922364 0.0012202578512514096 0.0032517418042729081 0.00019953726845999971 -0.00091167160114352425
leaf_weight=0.0012569638974091321 0.0019109310483199074 0.0010082362748626275 0.0017938663852767305 0.0016070096446822923 0.0010491058190810762 0.0017539030678963017 0.0010280080604412678 0.0010501514210276989 0.0010702056535078271 0.0012147544801708356 0.0011089771767543999 0.0013923477924492732 0.0010119284404854767 0.0015122543915070969 0.0010334963735296604
leaf_count=217 191 194 127 188 120 287 138 520 259 814 95 369 34 166 191
internal_value=0 6.16911e-05 -0.000102901 6.47375e-05 -0.000110382 -0.000260293 -2.69809e-05 -0.000194696 3.54914e-05 -0.00050256 2.94756e-05 0.00105768 0.000582985 0.00142315 0.00031198
internal_weight=0 0.0195452 0.0176342 0.016626 0.015019 0.0139699 0.012216 0.011188 0.0101378 0.00664178 0.00542703 0.00349605 0.00431805 0.00252418 0.00242584
internal_count=3910 3693 3502 3308 3120 3000 2713 2575 2055 1236 422 819 327 200 560
is_linear=0
shrinkage=0.0067667


Tree=2057
num_leaves=15
num_cat=0
split_feature=484 4 15 15 48 130 16 133 51 15 52 43 16 1
split_gain=6.81968e-05 7.77061e-05 0.000106495 0.000133122 0.000131635 0.000127097 0.000136514 0.000176352 0.000217725 0.000319389 0.000136268 0.000139703 0.000180687 5.22417e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.11739999999999999 -0.10071499999999999 0.095825000000000007 -0.076814999999999981 -0.014099999999999998 0.083815000000000014 0.077145000000000005 0.090325000000000003 -0.27466499999999994 -0.16369999999999998 0.15737500000000001 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 9 -7 -8 -12 -13 -3
right_child=1 13 3 4 -6 6 10 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0014752781993679425 -0.0022098503506151898 0.00023816529112262856 0.0019067903236697431 0.0018490267088576951 0.001747992164207988 -0.0054617670223740342 -0.0017764672111301955 0.00070742724933870967 -0.0002096201791190074 -0.00054845442866719688 0.0028291331733001214 0.0014323342821458342 -0.0016085545205979644 0.0022121965492419033
leaf_weight=0.001403194879032974 0.0010234200074070157 0.0012682854480301781 0.0015784679736234796 0.0010661832407353198 0.0014758587355679928 0.0014013211248353587 0.0013487388209411366 0.0014256939791776474 0.0017348611211210618 0.0010671033118922271 0.0010568917686960555 0.0019416764636315141 0.0016592767812798059 0.0011896317821232872
leaf_count=612 196 128 84 126 163 506 319 415 184 237 64 452 105 319
internal_value=0 6.9932e-05 -9.46662e-05 4.27235e-05 -0.000164813 -0.000387068 -0.000591965 -0.0013491 -0.00204664 -0.00333774 0.000117569 0.000666012 3.11286e-05 0.0011936
internal_weight=0 0.0192374 0.0167795 0.0157561 0.0141776 0.0127017 0.0116356 0.00562898 0.00420329 0.00246842 0.00600658 0.00465785 0.00360095 0.00245792
internal_count=3910 3298 2851 2655 2571 2408 2282 1342 927 743 940 621 557 447
is_linear=0
shrinkage=0.0067667


Tree=2058
num_leaves=26
num_cat=0
split_feature=1213 14 1456 52 1374 133 453 0 42 0 43 474 49 13 15 4 16 12 1 42 16 4 16 4 15
split_gain=0.000458752 0.000403297 0.000334768 0.000262853 0.000246367 0.00026052 0.00021724 0.000209701 0.000227723 0.000264767 0.000347756 0.000311999 0.000346198 0.000237151 0.000418908 0.000397619 0.000336258 0.000267951 0.000256086 0.000226373 0.000269946 0.000336739 0.000189733 0.000189726 9.77821e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 0.13493500000000003 1.0000000180025095e-35 -0.230625 0.088115000000000013 -0.017269999999999997 -0.033174999999999989 0.080165000000000014 0.11115500000000002 -0.083514999999999992 0.085285000000000014 -0.029114999999999999 -0.055679999999999993 -1.0000000180025095e-35 0.094695000000000015 0.091955000000000023 0.26364000000000004 0.063160000000000008 0.15737500000000001 -0.0017649999999999999 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 11 -11 12 13 15 16 -9 18 -18 23 -10 21 -21 -12 -15 -17
right_child=1 -3 3 4 5 -7 -8 8 19 10 22 -13 -14 14 -16 24 17 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.0008055276441129624 -0.00069847825467226515 -0.00081773327356369813 -0.00059280047901828737 -0.00042821084937710559 0.00072167535704858771 -0.00053900965961987035 -0.0004125950774808256 0.00086412768630101473 0.00082058013018513861 0.00094454235460292074 0.00050299641921766906 0.00068258602114221103 0.00067431252914848853 0.0002228727014463024 -0.0010419204225416802 -0.00041395017906830023 -4.7661225931700435e-05 -0.00099207784672505385 0.00059281525875913425 -0.00054001337905367625 0.00082378703546835989 0.00043286843165832008 -0.00029817306803377668 -0.00055085110879879592 0.00015733221014812854
leaf_weight=0.0013110208244926222 0.0010721805545277829 0.0010353685323584985 0.0010432770843826203 0.0015147677338536161 0.0013627445220762901 0.0010168029689072841 0.0011480593073147629 0.0010233702216893015 0.0017257960891437487 0.0014124764034022172 0.0010419913543773468 0.0011222981428591896 0.001054245727869497 0.0012106058536439056 0.0011725230884318261 0.0012947259146158241 0.0010443277628600367 0.0012367717285861092 0.0013293307843081845 0.0012244359639404928 0.001012252904401989 0.0014823042847425978 0.0011972464073801703 0.0011790921158103679 0.001001486818220914
leaf_count=592 310 119 290 66 69 317 80 51 191 97 80 168 73 123 223 143 88 106 67 191 47 153 50 85 131
internal_value=0 2.41544e-05 5.42916e-05 8.32711e-05 0.000109582 0.00014179 0.000170305 0.00019924 0.00016653 8.54201e-05 0.000411115 -8.45988e-06 -7.56284e-05 -0.000150981 -0.000291394 0.00015241 -0.000144729 -0.000559707 0.000109801 0.000409651 0.00021896 -7.22976e-06 7.46376e-05 -0.000158888 -0.000164787
internal_weight=0 0.0299585 0.0289231 0.0278509 0.0268077 0.0252929 0.0242761 0.023128 0.0217653 0.0163205 0.00365171 0.0126688 0.0115465 0.0104922 0.00717265 0.00331958 0.00600013 0.0022811 0.00371903 0.00544479 0.00371899 0.00270674 0.00223924 0.0023897 0.00229621
internal_count=3910 3318 3199 2889 2599 2533 2216 2136 2067 1485 227 1258 1090 1017 692 325 469 194 275 582 391 344 130 208 274
is_linear=0
shrinkage=0.00137286


Tree=2059
num_leaves=17
num_cat=0
split_feature=1 12 16 0 42 15 124 12 3 43 12 403 2 15 13 52
split_gain=7.09396e-05 0.000145461 0.000251057 0.000193507 0.000136976 0.000127378 0.00010812 9.62092e-05 0.00010712 8.7047e-05 0.000153525 0.000135001 0.000116892 0.000107976 0.000100295 0.000107346
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.055679999999999993 -0.21145499999999998 0.082690000000000013 -0.0089749999999999986 -0.027784999999999997 -0.0089849999999999982 0.10666500000000002 -0.17307499999999998 0.092365000000000017 0.086810000000000012 0.081615000000000007 -0.096369999999999983 -0.07409499999999998 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 -3 -5 -4 -2 -1 9 -9 11 12 -11 -14 -15 -16
right_child=1 2 5 4 -6 -7 -8 8 -10 10 -12 -13 13 14 15 -17
leaf_value=-0.0022435685244941374 0.00038295811622991965 -0.0012074737342535273 -0.0024577769852930555 0.0032408416389056237 0.00034869066284396399 0.0003181341108805887 0.0033043193347494504 0.0012292449801322976 0.0017511375727187735 -0.0023392317669778499 -0.0028526726855383007 0.001674566813757993 0.0015536070076884983 0.00047756258985373021 -0.00021174665609071365 -0.0030220821453266281
leaf_weight=0.0010024938886357077 0.0010023208694516002 0.0011151249885901215 0.0018680653381968337 0.0014927929654847058 0.0012018833650362937 0.0010498031004744657 0.0010596543272998193 0.0011892859246877838 0.0010553388992562427 0.0013298261158294147 0.0010854933462345617 0.0011985403392591465 0.0010984449755502947 0.0016497155900737559 0.0011186725173439188 0.0010921095871778523
leaf_count=145 236 81 180 176 134 222 166 151 31 311 637 166 145 659 134 336
internal_value=0 0.000402574 -5.15487e-05 0.00102643 0.00195088 -0.00145905 0.00188425 -0.000353845 -0.000178716 -0.000387345 -0.000611611 -0.000286707 -0.000660495 -0.000210312 -0.000712208 -0.00160003
internal_weight=0 0.00878964 0.00672767 0.0038098 0.00269468 0.00291787 0.00206198 0.0118199 0.0108174 0.00976209 0.0085728 0.00748731 0.00628877 0.00495894 0.0038605 0.00221078
internal_count=3910 1195 793 391 310 402 402 2715 2570 2539 2388 1751 1585 1274 1129 470
is_linear=0
shrinkage=0.00637641


Tree=2060
num_leaves=15
num_cat=0
split_feature=42 50 15 43 52 3 15 42 15 16 1 12 12 12
split_gain=6.65987e-05 0.000107044 0.000150742 0.000131615 0.00020321 0.000197725 0.000158213 0.000154314 0.00011068 0.000140649 0.000146249 0.000104769 0.000103724 6.01271e-05
threshold=-1.0000000180025095e-35 0.10625000000000001 -0.24219999999999997 -0.074254999999999988 -0.092854999999999979 -0.075954999999999981 -0.10312999999999999 0.092145000000000019 0.090505000000000016 -0.094359999999999986 0.094695000000000015 0.090385000000000007 1.0000000180025095e-35 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 5 -5 7 -6 11 9 -8 13 -4 -1 -11
right_child=1 -3 3 4 6 -7 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.00047840432922823477 0.0026574380014096838 -0.0019393055320372865 -8.223198778331473e-05 -0.0028036030294238149 -0.0018614072025487816 0.0032986333076651347 -0.00065993937242162523 -0.001793701699308065 -0.0015707818222882248 -9.2914733611409127e-05 0.0034712676025009099 0.0026264736882055414 -0.0018654879175224119 0.0018429922734313361
leaf_weight=0.0014376851120687364 0.0010876359438301625 0.0010240299246441617 0.0013988269977646579 0.0012825316484951057 0.0015973931319833694 0.0012238217554757106 0.0019860418118199923 0.0011507869751405386 0.0010219413092394034 0.0017293806403294205 0.0011720506834320688 0.001141072251757913 0.0019687588620708081 0.0011932767432672221
leaf_count=159 247 338 480 268 123 215 175 121 311 289 86 87 901 110
internal_value=0 0.000139995 0.000273201 9.91287e-05 -0.000338389 0.000987838 2.50231e-05 0.000221585 0.000449281 0.000788776 0.00149144 0.00113468 -0.000876251 0.000697487
internal_weight=0 0.0170088 0.0159848 0.0148971 0.00998262 0.00491451 0.00870008 0.00369069 0.00710269 0.00608075 0.00409471 0.0025399 0.00340644 0.00292266
internal_count=3910 2850 2512 2265 1362 903 1094 688 971 660 485 567 1060 399
is_linear=0
shrinkage=0.00663402


Tree=2061
num_leaves=23
num_cat=0
split_feature=1213 1456 11 13 13 2 16 40 42 39 156 16 16 52 42 15 0 2 4 42 16 2
split_gain=0.000426852 0.000339066 0.000219103 0.000201732 0.000314798 0.000291777 0.000288855 0.000223058 0.000507317 0.000239573 0.000246498 0.000320702 0.000526784 0.000223668 0.000259903 0.000261684 0.000237157 0.00038957 0.00035775 0.000188615 0.000181238 0.000155461
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 -0.15168999999999996 0.053870000000000008 -0.11403999999999999 0.005105000000000001 0.091280000000000014 0.24895000000000003 0.10994000000000002 0.13709500000000002 -0.088669999999999985 -0.10312999999999999 -0.10131499999999999 0.079395000000000007 -0.084009999999999987 0.085195000000000007 -0.094359999999999986 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -5 10 11 12 13 14 -10 -16 17 -17 -18 -20 -19 -7
right_child=1 2 -4 7 5 21 -8 -9 9 -11 -12 -13 -14 -15 15 16 18 20 19 -21 -22 -23
leaf_value=-0.00095320446513834681 -0.00085794293915475895 -0.00040953644292684625 -0.00055980259246641217 -0.0011242644133532165 0.00075164343682070339 0.0013433273604666846 -0.00042573740207526 0.00075573949026747165 0.00062945114011810825 0.00071452394894242421 -0.00080117089043459024 0.00066736269700016452 -0.0011091805070665831 0.00059353594674475048 -0.00074340265863781074 0.0010485705670974644 0.00035618207536447115 -0.0003800814113113173 -0.0012004070493292916 -0.00023208320480142013 0.00035379960830877712 0.00051309983502839814
leaf_weight=0.0012578551211515484 0.0011295947833926323 0.0011423434320396719 0.0014588113328655164 0.0010644075516469528 0.001054852571318661 0.0012655631142938217 0.0011979236401036776 0.0010431340307389949 0.0013768668585162356 0.0013187991914447817 0.0010011316834369474 0.0019184118204988989 0.0011552792564480949 0.0017447056431561256 0.0015797428466031134 0.0011604844277144323 0.0012465551304074408 0.0019712425597937511 0.0011546367883183608 0.0010196983371373036 0.0016760358213026016 0.0011669669187069215
leaf_count=592 332 54 143 130 79 54 129 54 107 294 198 162 78 233 170 13 146 74 373 312 55 128
internal_value=0 2.31775e-05 5.90864e-05 9.34689e-05 0.000362732 0.000551022 0.000125566 1.66658e-05 -2.30986e-05 4.08675e-05 -1.13776e-05 3.8029e-05 -4.76863e-05 4.71572e-05 -3.80684e-05 -0.000131772 -1.43511e-05 0.000220601 -0.000344556 -0.000746292 -4.28407e-05 0.000945039
internal_weight=0 0.0288472 0.0277176 0.0262588 0.00582765 0.00468531 0.00225278 0.0204311 0.019388 0.0183236 0.0170048 0.0160037 0.0140852 0.01293 0.0111853 0.0098084 0.00822865 0.00480776 0.00342089 0.00217434 0.00364728 0.00243253
internal_count=3910 3318 2986 2843 444 390 208 2399 2345 2215 1921 1723 1561 1483 1250 1143 973 142 831 685 129 182
is_linear=0
shrinkage=0.0016407


Tree=2062
num_leaves=16
num_cat=0
split_feature=42 4 0 42 15 49 49 4 16 157 1 16 43 16 15
split_gain=6.20661e-05 8.78031e-05 0.000180926 0.000214085 0.000115083 0.000114217 9.98074e-05 0.00014031 0.000190538 0.000118687 0.000135757 0.000128504 0.000289695 0.000109106 9.90326e-05
threshold=-0.11403999999999999 0.15927500000000003 -0.11756999999999999 0.08401500000000002 0.088615000000000013 -0.084114999999999981 -0.047894999999999993 -1.0000000180025095e-35 -0.057604999999999996 -1.0000000180025095e-35 0.089825000000000002 0.18936500000000003 -1.0000000180025095e-35 -0.004514999999999999 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 14 -4 5 -2 -7 9 -9 -8 11 12 -11 -10 -3
right_child=1 2 3 -5 -6 6 7 8 13 10 -12 -13 -14 -15 -16
leaf_value=-0.001441204373101969 -0.0020200081985018502 0.00083515623401657336 0.0041518613393826155 0.00020379271674192178 -0.0016921899743207991 0.0018005486278640972 -0.0012744596111623236 -0.003412695695028905 0.0014907527855077944 -0.002628175162949564 0.0027946745150241232 0.0018606067949110668 0.0015763198125600404 -0.0015226659227675706 -0.0017793467118585339
leaf_weight=0.0012327386743206199 0.0010473833810569219 0.0012945530342262281 0.0011334433886632097 0.0011919958261347816 0.0018749863735878442 0.001478953154810018 0.0012873400114499882 0.0010502085801435759 0.0010266176347987627 0.0013508290216080205 0.0012603778742145688 0.0015641963569498554 0.0014239431970445296 0.00100660640457123 0.0011637930879786484
leaf_count=217 159 104 153 192 810 163 428 222 89 602 185 91 159 204 132
internal_value=0 6.44018e-05 0.000827625 0.00212812 -0.000189651 3.57927e-05 0.000223861 -1.00222e-05 -0.0011631 0.000506254 0.000915656 0.000369841 -0.000470534 -1.12736e-06 -0.000402562
internal_weight=0 0.0191552 0.00478379 0.00232544 0.0143714 0.0124965 0.0114491 0.00997012 0.00308343 0.00688669 0.00559935 0.00433897 0.00277477 0.00203322 0.00245835
internal_count=3910 3693 581 345 3112 2302 2143 1980 515 1465 1037 852 761 293 236
is_linear=0
shrinkage=0.00650394


Tree=2063
num_leaves=24
num_cat=0
split_feature=1213 1456 480 50 48 39 1 1 12 43 16 16 43 12 52 2 16 15 4 49 12 4 3
split_gain=0.000398843 0.000394329 0.000285843 0.000196941 0.000218048 0.000252479 0.000249025 0.000212353 0.000186742 0.000238251 0.000229182 0.000385814 0.000222528 0.000212 0.000268305 0.000333104 0.000217005 0.000182921 0.000196403 0.000156845 0.000145001 0.000124708 4.78165e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 0.10030500000000002 0.12675000000000003 -1.0000000180025095e-35 0.10752500000000002 0.11183500000000002 0.10129000000000001 -0.15648499999999999 0.15737500000000001 0.0015250000000000001 -0.086304999999999979 0.089995000000000006 -0.0066199999999999991 0.087995000000000004 -0.25582999999999995 -0.017214999999999998 0.27608500000000008 -0.047309999999999998 0.089255000000000015 -0.08100499999999998 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 9 20 11 12 -11 14 19 21 -17 18 22 -14 -7 -16 -9
right_child=1 2 -4 -5 -6 6 7 17 -10 10 -12 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00096160440509156697 -0.00096781299317868618 -0.00065198983765598034 -0.00083127378036218535 0.00069258732284681063 -0.00063916826532507221 0.00016847619285424254 0.0011031197471019813 -1.0944161395773544e-06 -0.00066891803910337159 -0.00076756537466044416 -0.00054161245385489075 0.00098700704835166428 4.8980332057657475e-05 -0.00062120058636850077 0.00040392270764815543 0.00034663908668341212 0.0013304839649208261 0.0007943860859955269 0.00066294760839873037 -0.00077044867825650637 0.0010850056517859264 -0.0003108683483298359 -0.00050144717785125881
leaf_weight=0.0012621036579032732 0.0011343504518284689 0.0012561719254888448 0.0010126651287392747 0.0015045908517608416 0.0012466331608862449 0.0010116770991257509 0.0011279390042916735 0.0012363350758999997 0.0010475043849756385 0.0010454513579731548 0.0019832840527214688 0.0012382881213217631 0.0017601881921431306 0.0011637252573175614 0.0012016145190394357 0.001364088167584987 0.0012535481063269405 0.0014073133416732109 0.0010671206670448737 0.0011097284009257673 0.0010002388014598296 0.0017425958188610506 0.0010121124250803692
leaf_count=592 332 76 257 264 83 61 83 73 198 192 275 127 91 256 137 82 64 64 248 148 36 120 51
internal_value=0 1.86881e-05 5.89517e-05 9.26147e-05 5.68998e-05 9.30122e-05 0.000134107 0.000437678 2.91469e-05 7.521e-05 -4.45749e-06 8.52227e-05 -1.97182e-05 6.17616e-05 0.000156022 0.000374752 0.000817788 0.000278754 5.98905e-05 -0.000267873 0.000624136 -1.91421e-05 -0.000226322
internal_weight=0 0.0289272 0.0277928 0.0267801 0.0252756 0.0240289 0.0227728 0.00585082 0.0169219 0.0158744 0.0138625 0.0118792 0.0106409 0.00959549 0.00843176 0.00556185 0.00261764 0.00472288 0.00331557 0.00286992 0.00201192 0.00294421 0.00224845
internal_count=3910 3318 2986 2729 2465 2382 2306 519 1787 1589 1492 1217 1090 898 642 403 146 436 372 239 97 257 124
is_linear=0
shrinkage=0.00170698


Tree=2064
num_leaves=16
num_cat=0
split_feature=49 15 1 0 11 3 12 160 151 2 0 47 52 16 16
split_gain=7.06253e-05 0.000107765 8.55184e-05 0.000214522 9.60777e-05 0.000240218 0.000146858 0.000157346 0.000131404 0.000156269 9.78168e-05 8.74333e-05 7.39862e-05 6.26646e-05 0.000183206
threshold=-0.14917999999999998 0.088615000000000013 0.076710000000000014 -0.084074999999999997 0.08184000000000001 -0.088024999999999978 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.086650000000000019 -0.15137999999999999 0.09550500000000002 -0.0093349999999999978 -0.083144999999999983 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 12 10 -9 11 -8 -10 -7 -5 -15
right_child=1 -3 4 13 -6 6 7 8 9 -11 -12 -13 -14 14 -16
leaf_value=0.0014553060936716661 -0.00286014555827593 -0.0018637031495179123 0.0037364455901714604 0.0016246744491361105 -0.0015927913007914695 0.0032557303505216279 -0.00041319153510411866 -0.0018538976651699401 -0.0016421460110587378 0.0025842891764715973 -0.0035782667512574387 0.0012072695542865513 0.00063122231887851623 -0.0026859977347781501 0.0011374939964577764
leaf_weight=0.0015316700895964255 0.0016707054275276372 0.0017159633819911818 0.0011186271047332408 0.0011501423874698546 0.0011521361268466155 0.0010112773523495572 0.0010104210882069253 0.0010674361222867707 0.0011620997978933865 0.0017567494543362372 0.0010036030471000119 0.0010634327314855696 0.0012245534066157374 0.0010699282418323592 0.0016317443276936058
leaf_count=129 905 800 176 94 178 186 59 120 106 115 198 86 227 321 210
internal_value=0 -0.000148215 2.4004e-05 -0.000711193 0.000374914 0.00059252 0.000214343 -0.000293345 0.000383495 0.00098322 -0.00199037 -0.000280601 0.0018183 0.000220904 -0.000376702
internal_weight=0 0.0188088 0.0170929 0.00552252 0.0115703 0.0104182 0.00929957 0.00706374 0.00504972 0.00398228 0.00201402 0.00222553 0.00223583 0.00385181 0.00270167
internal_count=3910 3781 2981 1530 1451 1273 1097 684 427 307 257 192 413 625 531
is_linear=0
shrinkage=0.00718087


Tree=2065
num_leaves=23
num_cat=0
split_feature=1213 1456 52 2 11 42 15 16 15 15 43 474 0 12 43 0 150 52 2 0 49 47
split_gain=0.000492065 0.000394287 0.000247782 0.000214227 0.000245772 0.000242222 0.000347703 0.000223055 0.000306792 0.000489003 0.000139878 0.000137795 0.00017275 0.00053241 0.00031996 0.000411674 0.000190437 0.000189469 0.000295587 0.000242025 0.000279278 0.000261067
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.14808000000000002 0.088315000000000018 0.083725000000000008 0.10043500000000001 0.24895000000000003 0.083935000000000023 -0.088734999999999994 -0.083254999999999982 0.084655000000000022 -0.017269999999999997 0.084695000000000006 -0.24333999999999997 -0.07773999999999999 0.10871000000000001 -0.0025949999999999997 0.090695000000000012 -0.10071499999999999 0.0037600000000000003 0.092645000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 11 8 9 -7 -10 12 14 -14 -4 16 17 18 -16 20 21 -19
right_child=1 2 3 -5 -6 7 -8 -9 10 -11 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 -23
leaf_value=-0.0010136262078934875 -0.00092278752279113753 -0.00072523722606443615 -0.00094578547132946091 0.00083353202569930683 -0.0006647085779989965 0.00052168937589436673 -0.00091877462865444916 0.00099543350753470198 0.0011444694720608901 -0.00065483173406434146 0.00030300803181582912 0.00059992421283983576 0.0012720590896606221 -0.00026476240474208228 -0.0012436988197432023 0.00077965184052990969 0.00041449109563319956 0.00078371501087399706 -8.6403256517766615e-05 -0.00067044807793771534 -0.0004811846052592879 -0.00018404016989659392
leaf_weight=0.0012890028604473905 0.0011401755102813443 0.0010361429930205541 0.0010251917365296523 0.001010472373440304 0.0011901331748086488 0.0019332833588080606 0.001056212944100742 0.0012079830363154187 0.0010565906520283441 0.0018716099222198515 0.0010706484661283655 0.0011513343492457048 0.0010787659015388711 0.001387031016559348 0.0010707184785496808 0.0016113109475817096 0.0015406923192530378 0.0018846599445101683 0.0013345972408534967 0.0013296458412216973 0.0014088904282443249 0.0012467756440965871
leaf_count=592 332 298 91 162 86 283 92 56 56 353 306 121 99 37 104 148 68 71 98 338 84 35
internal_value=0 2.26397e-05 6.18342e-05 9.26474e-05 6.32381e-05 9.89406e-05 -6.90273e-06 0.00035281 0.00022195 -5.70361e-05 0.000720958 5.30322e-05 1.08252e-05 0.000407584 -6.77397e-05 1.10336e-05 -0.000115136 -0.000213742 -0.00060157 -5.4824e-05 0.000125463 0.000398405
internal_weight=0 0.0286429 0.0275027 0.0264665 0.0254561 0.0242659 0.0171258 0.00714012 0.00593213 0.00380489 0.00212724 0.0160696 0.0149183 0.0024658 0.0124525 0.0114273 0.00981598 0.00827529 0.00240532 0.00586997 0.00454033 0.00313144
internal_count=3910 3318 2986 2688 2526 2440 1386 1054 998 636 362 1294 1173 136 1037 946 798 730 202 528 190 106
is_linear=0
shrinkage=0.0016407


Tree=2066
num_leaves=24
num_cat=0
split_feature=14 1213 1456 52 1374 157 130 1186 0 3 16 0 39 0 52 11 3 15 12 1 15 4 13
split_gain=0.000391249 0.000362487 0.000273758 0.000269892 0.00026575 0.000231038 0.000233747 0.000391459 0.000291756 0.000270697 0.000314139 0.000362983 0.000303283 0.000288887 0.000225728 0.000239026 0.00024108 0.00039703 0.000349286 0.000183396 0.00022845 0.000236862 0.000129133
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 -0.077534999999999979 -0.0015749999999999998 0.084100000000000022 0.18055000000000002 0.11265500000000002 -0.008734999999999998 -0.16443499999999997 0.084535000000000013 -0.23029999999999998 -0.18817999999999999 0.087830000000000005 -0.100615 0.088345000000000021 0.090480000000000019 0.099595000000000017 -0.10071499999999999 -0.077679999999999985 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 12 11 -11 13 -8 -15 16 22 18 19 20 -18 -22 -16
right_child=-2 2 3 4 5 6 8 -9 -10 10 -12 -13 -14 14 15 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.00088211416837655579 -0.0010455655754882753 -0.00079031977556302715 -0.00075601049555612911 -0.00055150230823946308 0.00079204432043736056 -0.0011421317297313249 0.001039755362383129 0.00031497844479853941 0.001055177052695257 -0.00056073498128225642 -0.00078938276325310767 0.00064346745665127744 0.00090500414596303164 0.00081038277172137052 0.0010310301497018235 -0.00075842785446782125 0.00023587680209891467 0.00066348934311516558 -0.0011182740655628781 0.00058917000377099401 3.1634648396970415e-05 -0.0010619493316797743 0.00022020238345530176
leaf_weight=0.0012402973389266233 0.001036285903945138 0.0010611305659456302 0.0010489074347184981 0.0015824470921454994 0.0016257053419866654 0.0010690771033035886 0.0010023887560777151 0.0010798881858633536 0.0010567808486926155 0.001293220961860353 0.0017755949595115164 0.0016728146931953916 0.0017922746714202986 0.0011441269562541814 0.0010258427489553412 0.0010563071745348642 0.0018002252984111976 0.0017879978103131355 0.0011074580201964751 0.0010135589315627413 0.0010431634129574006 0.0012916770436280905 0.0012945373340548195
leaf_count=576 135 310 290 66 258 183 41 66 34 74 58 135 291 61 52 56 86 405 234 34 155 222 88
internal_value=0 2.13305e-05 6.04758e-05 9.32289e-05 0.000126824 0.000169876 0.000126479 -0.000409911 0.000180959 0.000134999 -0.000221522 0.000118423 0.00024506 0.000157879 8.75259e-05 1.51104e-05 9.39466e-05 -4.58759e-05 -0.000248614 -6.15515e-05 -0.000221052 -0.000573356 0.00057867
internal_weight=0 0.0298654 0.0286251 0.027564 0.0265151 0.0249326 0.0233069 0.00214897 0.021158 0.0201012 0.00474163 0.00296604 0.0153596 0.0135673 0.0125649 0.0114208 0.0103645 0.00804408 0.00625608 0.00514862 0.00413507 0.00233484 0.00232038
internal_count=3910 3775 3199 2889 2599 2533 2275 249 2026 1992 267 209 1725 1434 1393 1332 1276 1136 731 497 463 377 140
is_linear=0
shrinkage=0.00170698


Tree=2067
num_leaves=22
num_cat=0
split_feature=1213 14 1456 52 157 1374 150 42 42 0 0 16 12 14 3 12 1 48 1 47 13
split_gain=0.000409696 0.000381216 0.000274847 0.00022055 0.000309921 0.000203647 0.000237111 0.000270746 0.000359496 0.000264809 0.000269798 0.000264237 0.000258222 0.000232587 0.000209553 0.000379478 0.000209553 0.00019662 0.000145451 0.00026256 0.000135714
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.095439999999999983 0.085075000000000026 0.08622500000000001 0.10269500000000001 -0.07773999999999999 -0.10071499999999999 -0.083564999999999987 0.088375000000000023 -0.13131999999999996 0.10856000000000002 0.092365000000000017 0.077800000000000022 0.084905000000000022 0.077800000000000022 0.092645000000000019 0.025140000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 9 16 10 13 -12 -8 -7 15 20 -9 18 -15 -20 -11
right_child=1 -3 3 4 5 6 12 8 -10 14 11 -13 -14 17 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00089241737485299798 -0.00073172051924702184 -0.00091012618224064167 -0.00061128358273528961 0.00073221914497680291 -0.00048192708020749076 -0.00070410684459127563 0.00086888021575345193 0.00019932184007103392 -0.00024323346720258416 0.0011473862659495018 -0.00018600229275461897 -0.0012752617291061433 -0.00010298214264575537 -0.00022864960639880334 -0.00028748195869653006 -0.00022008263371474962 0.00095201933911215981 -0.00041933933455808964 0.00092009134458700926 -6.845633515822322e-05 0.00040687082756241322
leaf_weight=0.0012260681531437575 0.0010217303812286643 0.0010145922481503969 0.0010425301405455291 0.0018020531443541645 0.0015120165663091703 0.0011670944262354155 0.001826505628918936 0.001588191939095345 0.001710298432775148 0.0011704248576402442 0.0010887243636690186 0.0010416588553311488 0.0010175502318967161 0.0010604460134002675 0.0015375953189154246 0.0015039386929152077 0.0019942945818075715 0.00145433920806326 0.0013553292592890682 0.0012206275011124035 0.0011961696007418698
leaf_count=592 310 119 290 323 34 38 203 231 269 108 236 313 69 80 67 166 205 96 79 26 56
internal_value=0 2.04396e-05 5.50091e-05 8.55847e-05 0.00011436 6.68703e-05 0.000104703 4.26548e-05 0.000339928 -7.13901e-05 -0.000243379 -0.0007186 0.000521166 -8.15976e-05 0.000195372 0.000387188 0.000618333 6.11178e-05 0.000253271 0.000451664 0.000773101
internal_weight=0 0.0283261 0.0273115 0.0262898 0.0252473 0.0234452 0.0219332 0.0190891 0.00529278 0.0137963 0.00838822 0.00213038 0.00284406 0.00625784 0.00540813 0.00387053 0.00358249 0.00509074 0.0036364 0.00257596 0.00236659
internal_count=3910 3318 3199 2889 2599 2276 2242 1970 705 1265 868 549 272 319 397 330 436 281 185 105 164
is_linear=0
shrinkage=0.00154607


Tree=2068
num_leaves=16
num_cat=0
split_feature=1374 150 484 15 1 12 43 16 0 16 4 12 0 1 51
split_gain=6.82777e-05 0.000151961 0.000178465 0.000161863 0.000101617 0.000168383 0.000121329 0.00016137 0.000246494 0.000127846 0.000137881 0.000160905 0.000145478 0.000265721 3.0809e-05
threshold=-0.094679999999999986 0.084800000000000014 -0.0043499999999999988 -0.088379999999999986 0.12811000000000003 0.10852500000000001 -0.07526999999999999 -0.17157499999999998 -0.070894999999999986 0.15737500000000001 -1.0000000180025095e-35 0.080120000000000011 -0.10209999999999998 0.10593500000000002 -0.22738499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -4 -9 10 11 -8 13 -12 -6
right_child=1 3 4 -5 14 -7 9 8 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.0017960884407561099 -0.0030571442622006925 0.0039009765724664245 0.0035968692657029782 0.00014413493411256551 0.0006482592932336175 -0.0030642989770651766 0.0026068025016059587 -0.0020088627840795484 0.0020132224109956983 -0.0027281000485399353 -0.0050020894718648045 -0.00055543579594465303 0.00084344176770749393 -0.00015850482600431905 0.0024607282321034247
leaf_weight=0.0011084905213811771 0.0010800794962881463 0.0010765761990085415 0.0010040507720029124 0.0014358185867172106 0.0010026581880737129 0.0010223459342004479 0.0016372652576402942 0.0014583805901709906 0.0018600099103504965 0.0011727728960855416 0.0010189135064913035 0.0018260128919870902 0.0013808427211886914 0.0015054081049052925 0.0010099407052479954
leaf_count=68 583 117 76 279 36 199 92 566 186 231 117 900 155 73 232
internal_value=0 7.27081e-05 -0.000176073 0.00175396 1.96537e-05 -0.000203277 2.41042e-05 0.00102404 0.000245579 -0.000481934 -0.00012443 0.000939513 -0.00106798 -0.00211356 0.00155777
internal_weight=0 0.0194911 0.0169787 0.00251239 0.0158986 0.013886 0.0128637 0.00432244 0.00331839 0.00854122 0.00736844 0.00346328 0.00390516 0.00252432 0.0020126
internal_count=3910 3842 3446 396 2863 2595 2396 828 752 1568 1337 992 345 190 268
is_linear=0
shrinkage=0.00732449


Tree=2069
num_leaves=23
num_cat=0
split_feature=1213 14 1456 52 157 3 16 13 39 15 12 1 2 16 0 13 3 4 52 16 4 42
split_gain=0.000416561 0.00035629 0.000284856 0.000252561 0.000298554 0.000217567 0.000257607 0.000412632 0.000331068 0.000301806 0.000377818 0.000382586 0.000281405 0.000222618 0.000327649 0.000313079 0.00019616 0.000183688 0.000344104 0.000171478 0.000160847 7.09794e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 0.11265500000000002 0.24895000000000003 0.17936000000000002 0.084535000000000013 0.088190000000000004 0.092365000000000017 0.099595000000000017 0.086545000000000025 -0.072359999999999994 -0.14867499999999997 -1.0000000180025095e-35 -0.074234999999999982 0.05309500000000001 0.071660000000000015 -0.088144999999999987 0.00046500000000000008 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 10 11 12 17 14 -7 -15 -8 18 -6 -11 -14 -22
right_child=1 -3 3 4 5 13 16 -9 -10 19 -12 -13 20 15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.00091332641473485399 -0.0007608290299675138 -0.00090111974727134954 -0.00070341642968417453 0.00075569549051033701 -0.0011686759802976958 -0.00036012407466524786 0.0010968330067972999 -0.00072029744796018279 0.0009873003006266555 0.00090115028890717095 -0.0006754202963329826 0.00083398111105085777 0.00060759075454587096 5.7694663198268411e-05 0.00077883043926865129 -0.0011074774045359392 0.00021510581294845445 0.00017209325875603711 2.7431503026847493e-05 8.368559019254571e-05 -0.00032324451870534889 0.00025338264685201154
leaf_weight=0.0012884827869203549 0.0010643723330115698 0.0010448660461565276 0.0010058872837189576 0.0017705333160669542 0.0013307796214072874 0.0016462714050619054 0.0012016484659446158 0.0015283891671456244 0.0011475155527687709 0.0016196955093393806 0.0019354322028520702 0.0015542727431059056 0.001808444923843272 0.0010919106814957225 0.0010837006835357835 0.0013155182789148503 0.0014293677142971353 0.0011301962278746913 0.0011689315875452189 0.0011251485820911187 0.0011216079609194241 0.0010882163173421278
leaf_count=592 310 119 290 323 205 87 65 136 263 79 237 86 151 38 108 37 74 23 158 390 61 78
internal_value=0 2.12196e-05 5.54331e-05 8.74883e-05 0.000117972 7.15586e-05 0.000150267 7.59779e-05 0.000156949 8.83142e-05 -2.94226e-05 0.000106442 -4.14098e-05 -0.000222438 9.19999e-05 -0.000579003 0.000617812 -0.000366038 -0.000609344 0.00056606 0.000251844 -3.92875e-05
internal_weight=0 0.0292127 0.0281678 0.0271035 0.0260976 0.024327 0.0191896 0.0165586 0.0150302 0.0138827 0.0111379 0.00920245 0.00764818 0.0051374 0.00272997 0.00240743 0.00263102 0.00362991 0.00249971 0.00274484 0.00401827 0.00220982
internal_count=3910 3318 3199 2889 2599 2276 2006 1867 1731 1468 999 762 676 270 195 75 139 386 363 469 290 139
is_linear=0
shrinkage=0.00160853


Tree=2070
num_leaves=23
num_cat=0
split_feature=14 1213 1456 52 157 13 0 403 1 2 2 52 51 12 52 2 3 48 1 1 48 3
split_gain=0.000457864 0.000402992 0.000338831 0.000252111 0.000278144 0.000220808 0.000370956 0.000265834 0.000320759 0.00052647 0.000335264 0.000317245 0.000250614 0.00020064 0.000197781 0.000277059 0.000264078 0.000261924 0.000206568 0.000247303 0.00016637 0.000146267
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.010384999999999998 -0.017269999999999997 0.07955000000000001 0.089825000000000002 0.10393500000000001 0.097940000000000013 -0.0073199999999999993 -0.032189999999999989 0.084535000000000013 0.12267000000000002 0.11230000000000001 0.094625000000000015 0.086215000000000014 0.092550000000000007 0.077800000000000022 0.091065000000000021 -0.082139999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 12 8 9 10 21 -10 -7 -8 15 16 17 18 19 -14 -13 -6
right_child=-2 2 3 4 5 6 13 -9 11 -11 -12 20 14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00092938278621677211 -0.001120940281360094 -0.00086465944794881903 -0.00073623856707371487 0.00055400436398703851 8.5824704825946912e-05 -0.00083843917137662899 0.00072149438899854804 0.00078607239340977868 0.00098544655253726796 -0.0010709441428932828 0.00072348907360308913 0.00035823067446063829 -0.00037388899542737872 -0.00012024932488217805 0.00037880340545597791 -0.00095304368671312516 0.00033422223196388095 -0.00094731253718212274 -0.00058429464676115316 0.00042094685826665193 -0.0003613105199049387 -0.00063057893949332007
leaf_weight=0.0012741491238290039 0.0010210630649436772 0.0011526136857345484 0.0011136191645310057 0.0016309164405250839 0.001273745104396911 0.0015473873490449161 0.0013070977244972097 0.0010700119423773255 0.0011047011042825405 0.0012050328427701262 0.0010734764120229334 0.0016711636271669814 0.0016148793450263856 0.0011127229482497114 0.0010851661048786191 0.0011334110996866808 0.0016567648690637427 0.0011522287913698082 0.0017413777181565226 0.0017113688549552641 0.0011523718015658477 0.0011519802992650298
leaf_count=578 126 312 290 323 264 98 95 89 158 117 62 324 227 47 80 90 47 91 65 76 73 278
internal_value=0 -0.000128282 -9.13827e-05 -5.77611e-05 -2.80095e-05 -6.79515e-05 -0.0001846 0.000101114 1.62123e-05 -0.000240415 4.55969e-05 0.000323535 -0.000292476 0.00033443 -0.000208791 -0.000279561 -0.00018265 -0.000320327 -0.000177769 3.50574e-05 6.45637e-05 -0.000254396
internal_weight=0 0.0289362 0.027662 0.0265094 0.0253958 0.0237649 0.0140624 0.00970248 0.00863247 0.00470423 0.0034992 0.00392824 0.0116426 0.00241982 0.0100952 0.00901003 0.00787662 0.00621985 0.00506763 0.00332625 0.00282354 0.00242573
internal_count=3910 3784 3206 2894 2604 2281 916 1365 1276 721 604 555 774 142 676 596 506 459 368 303 397 542
is_linear=0
shrinkage=0.00145689


Tree=2071
num_leaves=23
num_cat=0
split_feature=14 1213 52 1456 157 13 0 403 43 1 43 52 3 3 1375 1 13 12 12 16 12 15
split_gain=0.000596032 0.000442403 0.000287968 0.000281702 0.000286475 0.000246763 0.000298616 0.000255697 0.000321112 0.000319709 0.000251069 0.00022206 0.000442027 0.000181963 0.000217993 0.000191277 0.000168517 0.000166769 0.000410558 0.000158803 0.000158173 0.000105288
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.010384999999999998 -0.017269999999999997 0.07955000000000001 -0.057994999999999998 0.099115000000000023 -0.34918499999999997 0.12267000000000002 0.11476000000000001 0.094625000000000015 -1.0000000180025095e-35 0.095575000000000007 -0.123625 -0.041094999999999993 0.095450000000000021 -0.078844999999999985 0.084535000000000013 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 10 8 9 21 -7 12 13 14 -12 19 17 -10 -19 -16 -8 -6
right_child=-2 2 3 4 5 6 20 -9 16 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00081355568960826468 -0.0010745986208304126 -0.00066911497790465011 -0.00063521462260978626 0.00065347778804291843 0.00043897766817331259 -0.00081986444883089195 0.00071595091157856093 0.00086956226172177473 -0.00044014122143829154 0.00093351016284401293 -0.00075716712811788132 0.00042867962436256399 -0.00091012473592287201 0.00037832022978024824 6.9707986313699268e-05 0.00039877538797429015 -0.00058538429618051088 0.00087835739894114972 -0.00031313214898449231 -0.00052566441542680289 7.0554635421708674e-06 -0.0001146424707962642
leaf_weight=0.0012707948139408362 0.0010688470083438364 0.0010989626699236246 0.001089238000728735 0.0018155852042425749 0.0012869099853011629 0.0010443836579557006 0.0013762389454457001 0.0011526652384634692 0.0010030096722752763 0.0016191366165605806 0.0010109061635077436 0.0014738455244469187 0.0013921041090183559 0.0016900819146670187 0.0019650423181459438 0.0014951159276984406 0.0011498681459359795 0.0011275076480682083 0.0012375938986431967 0.001708753147905172 0.0012037948282244137 0.0015388542987469804
leaf_count=578 126 337 265 323 216 98 95 89 74 192 16 86 66 49 200 102 476 90 37 157 47 191
internal_value=0 1.09983e-05 4.7791e-05 7.65651e-05 0.000106054 6.54465e-05 -5.49217e-05 0.000236324 0.000154887 0.000427453 -0.000151313 -8.62763e-05 -0.00016822 -3.69851e-05 -0.000150564 -3.19286e-05 -0.000113271 4.79077e-05 0.000254883 -0.000207211 0.000385194 0.000137487
internal_weight=0 0.0297504 0.0284796 0.0273806 0.0262914 0.0244758 0.0143603 0.0101155 0.00896288 0.0044449 0.0117802 0.0107358 0.009262 0.0078699 0.00617982 0.00516891 0.00451798 0.00336811 0.0023651 0.0036738 0.00258003 0.00282576
internal_count=3910 3784 3206 2869 2604 2281 916 1365 1276 599 774 676 590 524 475 459 677 201 127 357 142 407
is_linear=0
shrinkage=0.00142833


Tree=2072
num_leaves=25
num_cat=0
split_feature=14 1213 1456 52 1374 1 132 13 52 457 133 0 3 15 48 52 3 1 1 0 4 3 16 42
split_gain=0.000562699 0.000477653 0.000324097 0.000279366 0.000254295 0.000256022 0.000290775 0.000242204 0.000288854 0.000249099 0.000239337 0.000322197 0.000394472 0.000572789 0.000193769 0.000181213 0.000257984 0.000233432 0.000221321 0.000192867 0.000165121 0.000139525 0.000126619 5.23961e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 1.0000000180025095e-35 0.079995000000000011 -0.060719999999999989 -0.012244999999999997 0.048350000000000011 0.10681500000000001 -0.060094999999999989 -0.084129999999999996 0.083935000000000023 0.091065000000000021 0.071660000000000015 0.11265500000000002 0.10339500000000001 0.092550000000000007 -0.074249999999999997 0.066620000000000026 -0.077104999999999993 0.20277000000000003 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 10 7 8 -7 15 11 12 -6 21 23 16 17 18 -9 -19 -17 -14 -13 -10
right_child=-2 2 3 4 5 6 -8 9 14 -11 -12 22 13 -15 -16 20 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00093840919988368466 -0.0011838201800284593 -0.00079827766558332079 -0.00069877306449231576 -0.00050918904752026979 -0.00091403974278121084 0.0012165939220728909 0.0010940222143170984 5.6678869750648166e-05 0.00079959079948559186 0.00081145990485812977 -0.00073652945903690049 0.00020003575360538273 -2.7211862088396581e-05 0.00083324248611072696 -0.00027295565977560195 0.00087422092341928048 -0.00070897680448295947 -2.3394793467803933e-05 -0.00085312813555771933 0.00085572747687452774 -8.4527767504118744e-06 -0.00084364175723364505 0.00086627615433952144 0.00030503133831082639
leaf_weight=0.0012431524900101262 0.0010018477132150696 0.0010516900668153311 0.0010617191562800601 0.0014754636163090131 0.0013785603744601175 0.0011581123365097534 0.0010393979008727567 0.0019234682490791872 0.001121905344462216 0.0010807849823032201 0.0010964812425527529 0.0018311109747628463 0.0010009125545992212 0.0014709463102813292 0.0010119663754552879 0.0010108343158161115 0.0014346770950766086 0.0012927748381184982 0.001016247919328972 0.0011936023161464217 0.00110126091475371 0.0010846876254107787 0.0011580492578815438 0.0010144685202772702
leaf_count=578 126 312 290 66 358 166 139 176 113 108 276 59 191 131 65 49 52 64 70 103 46 157 27 188
internal_value=0 1.81058e-05 6.05596e-05 9.40654e-05 0.000126572 0.000164984 0.000288567 0.000230268 0.000543194 9.62266e-05 -4.59874e-05 4.95629e-05 -0.000197914 7.96645e-05 0.000295485 1.00765e-05 -0.000114268 4.29746e-05 -0.000257838 0.000398634 0.000413989 -0.000451824 0.000458148 0.000564747
internal_weight=0 0.0292523 0.0280091 0.0269574 0.0258957 0.0244202 0.0153995 0.0143601 0.00430645 0.0100537 0.00902075 0.00792427 0.00493511 0.00355655 0.00314834 0.00897287 0.00686077 0.00542609 0.00293972 0.00248638 0.0021121 0.0020856 0.00298916 0.00213637
internal_count=3910 3784 3206 2894 2604 2538 1339 1200 532 668 1199 923 837 479 366 560 465 413 246 167 95 348 86 301
is_linear=0
shrinkage=0.00157699


Tree=2073
num_leaves=24
num_cat=0
split_feature=1213 1456 480 0 39 13 453 4 0 4 15 2 3 52 48 1 0 0 0 48 43 16 49
split_gain=0.000422609 0.000393714 0.000275323 0.000271269 0.000281991 0.00024867 0.000302091 0.000263212 0.000336989 0.000232716 0.000227828 0.000286535 0.00024543 0.000373036 0.000197651 0.000184942 0.000704369 0.000294255 0.000274322 0.000156086 0.000224007 0.000449533 0.000101617
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.08456000000000001 0.18055000000000002 -1.0000000180025095e-35 -0.091229999999999992 1.0000000180025095e-35 0.0057500000000000008 -0.17106499999999999 -0.0017649999999999999 -0.059484999999999989 0.090050000000000005 -0.055684999999999991 0.0033900000000000002 0.10690000000000001 0.11198000000000001 -0.10209999999999998 -0.099864999999999995 -0.10303999999999998 0.090405000000000013 0.070805000000000021 -0.087089999999999987 -0.0062499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 19 7 9 14 10 -7 12 13 -12 -9 16 -10 -18 -17 20 21 -6 -13
right_child=1 2 -4 -5 5 6 -8 8 15 -11 11 22 -14 -15 -16 18 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00091986115729025895 -0.00087670906565164995 -0.00069507918865560907 -0.0007695664007505925 0.00079212804172652622 0.00092132724349889812 0.00045525758570555598 -0.00085118695771153419 0.0012134417345084421 -0.0013118310927752593 -0.00069000103158879677 -0.00080436750963122194 -0.00022048247347366556 0.00078780550284046299 0.00035096145183806653 0.00025434323187279188 0.0010063089455560868 0.00092756199927549116 -0.00016667904939224112 2.8636091405177359e-06 -3.7370514565995597e-05 0.0010074631172728289 -0.00047310654760687011 -0.00086351447427676013
leaf_weight=0.0013041538306728375 0.0012298318553928952 0.0012637020154325938 0.0010185386960165277 0.001325387993916966 0.0012178297306463942 0.0019580655363446928 0.001025234084675696 0.0012425996011713597 0.0010231969578700095 0.0016280144040901222 0.0012409541039325959 0.0011185372817978656 0.0010064174653574912 0.0017327631241821351 0.0010060501988116144 0.001088640422817283 0.0010375802055587746 0.001642260769039396 0.0019997776452358746 0.0016445549040522423 0.0016449072384917551 0.001175581026043422 0.0014734807473889
leaf_count=592 332 79 257 41 132 292 75 65 66 137 384 84 63 265 22 23 19 162 205 114 103 70 328
internal_value=0 1.5016e-05 5.21736e-05 8.15457e-05 4.68828e-05 8.30753e-05 -4.64045e-07 4.49665e-05 0.000244617 -0.000132709 -2.6348e-05 -0.000169835 0.000101205 -0.000131166 0.000784339 6.59156e-05 -0.000176496 0.000256989 0.000356569 0.000380366 0.000550484 0.000236418 -0.000586026
internal_weight=0 0.0307439 0.0295141 0.0284955 0.0271701 0.0259064 0.0202236 0.0191983 0.00904011 0.0101582 0.00853022 0.00657215 0.00398013 0.00297372 0.00224865 0.00679146 0.00370304 0.00267984 0.00308842 0.00568287 0.00403832 0.00239341 0.00259202
internal_count=3910 3318 2986 2729 2688 2609 2190 2115 562 1553 1416 1124 712 649 87 475 247 181 228 419 305 202 412
is_linear=0
shrinkage=0.00160853


Tree=2074
num_leaves=17
num_cat=0
split_feature=453 4 16 151 160 133 15 47 42 1 2 0 1 16 12 16
split_gain=6.99479e-05 0.000142285 0.000136655 0.000115282 0.000137678 0.000114294 0.000181082 0.000117514 0.000144105 0.00022523 0.000276423 0.000200363 0.00011136 9.16963e-05 8.98463e-05 8.54674e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.15595499999999998 -0.088294999999999985 -0.092169999999999988 -0.0056849999999999991 0.085120000000000015 0.09550500000000002 0.083725000000000008 0.11215000000000001 0.11125500000000001 -0.082994999999999985 0.091035000000000019 0.041215000000000009 0.080120000000000011 -0.092014999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 9 10 12 -10 14 -9 15 -7
right_child=-2 2 -4 4 5 7 -8 13 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0020425450405862065 -0.0019328289430004528 0.0035403284465438463 -9.8408108295032688e-05 -0.0027688154875903938 -0.0034136267024642299 0.0023384843150725237 0.00046967696103521076 0.0033245997445009419 0.0032489317358198721 -0.003855467601368795 0.0031496555013221092 -0.00043609592045241595 -0.0025165525556073726 0.00019897993013075511 -0.0013498635618922482 -0.00063551923861250885
leaf_weight=0.0011835050566183216 0.0010018956867482434 0.0011574429602710006 0.0010615285366128661 0.0011497945918994617 0.0013425793658608876 0.0010291856064124083 0.0012384530428914547 0.0010081642847696868 0.0013814086586543678 0.0010510088454127389 0.001099243767365421 0.0018538842847909964 0.0015781332418718513 0.0010059997659989106 0.0019489544339700605 0.0010445633403057784
leaf_count=232 99 295 109 467 448 31 402 88 316 85 104 476 214 75 363 106
internal_value=0 5.00619e-05 0.0017996 -0.000166639 -0.000322908 -0.000142419 -0.00155031 0.000137092 -0.000161076 -0.000703033 -0.000208527 0.00113734 -0.000867617 0.00176347 -0.000220729 0.000840456
internal_weight=0 0.0201338 0.00221897 0.0179149 0.0167314 0.0155816 0.00258103 0.0130005 0.0109864 0.00775109 0.00670008 0.00323529 0.00560084 0.00201416 0.0040227 0.00207375
internal_count=3910 3811 404 3407 3175 2708 850 1858 1695 903 818 792 714 163 500 137
is_linear=0
shrinkage=0.00732449


Tree=2075
num_leaves=24
num_cat=0
split_feature=14 1213 1456 52 157 130 1186 0 12 48 159 1 131 4 42 4 16 42 1 4 0 4 13
split_gain=0.000441085 0.00043313 0.000305862 0.000302985 0.000300904 0.000202622 0.0004135 0.000323472 0.000302395 0.000243477 0.000207165 0.000248223 0.000471985 0.00048381 0.000453957 0.000415772 0.00025786 0.000230737 0.000220311 0.000304436 0.000148921 3.14925e-05 2.78076e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.0015749999999999998 0.084100000000000022 0.18055000000000002 0.10852500000000001 0.12675000000000003 0.10276500000000001 0.099595000000000017 0.086990000000000012 0.074650000000000008 0.091955000000000023 -0.032604999999999995 -0.10486499999999999 0.083725000000000008 0.079355000000000023 0.0057500000000000008 -0.077944999999999987 0.41171000000000008 -0.017604999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 10 11 14 13 -13 15 20 21 18 -17 -20 -7 -15 -22
right_child=-2 2 3 4 5 7 -8 -9 -10 -11 -12 12 -14 16 -16 17 -18 -19 19 -21 22 -23 -24
leaf_value=-0.00089492846899705204 -0.0010360677531919874 -0.00077695285036733365 -0.00074297274254923797 0.00076154967829195866 -0.001105271258110084 0.00021355614407278997 0.00030848198311934824 0.00099699616680009044 -0.00069061968078029483 -0.00054411725939107285 -0.000518531018793956 0.00091372893569332939 0.0013728167823929252 4.7157697085771738e-05 -0.00090253149999791366 -0.00085132067295811461 -0.0006733908143070678 0.0004453140082207072 -0.00052729685074400282 0.00040589343713896999 0.00068628943871052199 0.00044765833773294608 0.0010510261599641817
leaf_weight=0.0012950001141372311 0.0010707992843978767 0.0010956500712678485 0.0010852700885027418 0.0017867138073426594 0.0010653107454656743 0.0014233722595713427 0.0010758781080596469 0.0010446276781259914 0.001240046403524305 0.0013033969499520728 0.0010516410687360636 0.0018640692820979391 0.0012122490356215754 0.0010200765434598136 0.0011136235529860547 0.0011691570139110378 0.0012878391533044375 0.0017015751124654643 0.001761844840324045 0.0018587774241509702 0.0010043120879261735 0.0010119232402468689 0.001171912129605426
leaf_count=576 135 310 290 323 182 256 66 33 164 87 175 152 86 49 261 161 35 195 68 38 48 134 86
internal_value=0 1.47817e-05 5.63375e-05 8.98374e-05 0.000124376 7.76835e-05 -0.000394906 0.000123182 8.01162e-05 0.00012801 0.000174977 0.000216414 0.00046924 0.00025794 7.20872e-05 0.000179645 -0.000110282 -6.34909e-05 -0.000244244 -4.82099e-05 0.000618105 0.000246605 0.000882703
internal_weight=0 0.0296443 0.0283493 0.0272536 0.0261683 0.0243816 0.00214119 0.0222404 0.0211958 0.0199558 0.0186524 0.0176007 0.00639616 0.00518391 0.0112046 0.010091 0.00331984 0.00649135 0.00478978 0.00362062 0.0035996 0.002032 0.00217622
internal_count=3910 3775 3199 2889 2599 2276 248 2028 1995 1831 1744 1569 456 370 1113 852 218 462 267 106 390 183 134
is_linear=0
shrinkage=0.00160853


Tree=2076
num_leaves=16
num_cat=0
split_feature=11 3 2 3 3 15 151 150 3 15 52 52 13 15 0
split_gain=6.59458e-05 8.01227e-05 0.00019854 9.35746e-05 7.92776e-05 0.00019428 0.000170096 0.000213858 0.000164248 0.000145259 0.000271308 0.000128474 0.000135487 0.000122002 0.000161835
threshold=0.088315000000000018 -0.10628499999999998 0.106035 -0.13309499999999996 -0.078884999999999997 0.082225000000000006 0.056555000000000001 0.08826500000000001 -0.074234999999999982 -0.017214999999999998 -0.074484999999999982 -0.010284999999999997 -0.012839999999999999 -0.24219999999999997 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 8 -6 10 -10 -11 -13 -12 -15
right_child=-2 4 -4 -5 6 -7 -8 -9 9 11 13 12 -14 14 -16
leaf_value=-0.0014273331167003827 -0.0016090701815671378 -0.0028244500366055841 0.003226027882927438 0.0012472699768579956 0.0022242556063055406 0.00031945139912457551 -0.0019952277559563019 0.0027327436062783896 -0.0034574261214914688 0.0022196923873201609 0.0017967928048830549 -0.001532633402655854 0.0013620578882813251 -0.002142418388523388 0.00072157356559647188
leaf_weight=0.0011137011419240297 0.0010299458680652481 0.0013939239364255491 0.0010605900981097288 0.0010180071927779468 0.0012307803399239621 0.0018730533329193583 0.0014306745018707054 0.0013392771081277227 0.0013096848722079571 0.0014119385305016163 0.0010105862049092015 0.0013900680065596915 0.0012473465136062581 0.0016424363070266512 0.0015680818906358591
leaf_count=183 145 800 93 96 308 849 99 137 228 147 195 194 109 137 190
internal_value=0 4.53475e-05 0.000971589 -0.000150064 -0.000130155 -0.00102196 8.43751e-05 0.000329246 3.14967e-05 -0.000250211 -0.000922043 0.000667406 -0.00016361 -0.000135388 -0.000743587
internal_weight=0 0.0200401 0.0031923 0.00213171 0.0168479 0.00326698 0.0135809 0.0121502 0.0108109 0.00958014 0.00553079 0.00404935 0.00263741 0.0042211 0.00321052
internal_count=3910 3765 372 279 3393 1649 1744 1645 1508 1200 750 450 303 522 327
is_linear=0
shrinkage=0.00637641


Tree=2077
num_leaves=27
num_cat=0
split_feature=14 1213 52 1456 1374 128 151 1 132 151 131 1375 0 4 133 42 42 13 13 15 49 0 0 16 12 43
split_gain=0.000595621 0.000527915 0.000308013 0.000273805 0.000284669 0.000309529 0.000264225 0.000252279 0.00046594 0.000416556 0.000369451 0.000393338 0.000271461 0.000360448 0.000325271 0.000215392 0.000225023 0.000364979 0.00019448 0.000321715 0.000194403 0.000385064 0.000260506 0.000268875 0.000388065 0.000101664
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.094679999999999986 0.086435000000000012 -0.27336999999999995 1.0000000180025095e-35 0.078465000000000021 -0.087654999999999983 0.091760000000000022 -0.012944999999999998 -0.089879999999999974 0.15927500000000003 0.10599500000000002 -1.0000000180025095e-35 0.085330000000000003 -0.014114999999999997 -0.080814999999999984 -0.14097499999999996 -0.073619999999999977 -0.15291499999999997 -0.10462499999999998 -0.055679999999999993 -1.0000000180025095e-35 -0.016244999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 12 9 -9 11 -11 13 -8 15 -14 25 -18 19 -13 -20 -22 -23 -24 -25 -17
right_child=-2 2 3 4 5 -7 7 8 -10 10 -12 18 14 -15 -16 16 17 -19 20 -21 21 22 23 24 -26 -27
leaf_value=-0.0008380521831796295 -0.0010138411478780199 -0.00065746506554641745 -0.00060382979561980242 -0.0004595196360945358 -0.0004989045528348456 -0.00058801499111614422 -0.00088316402411800195 0.0010403321755033644 0.0012092565142238067 0.00091157013532463778 0.00093057105813100516 -0.00024238530940724718 -0.00024188370997561454 0.00021306999802260431 -0.00053957416703061907 0.001014977130343524 -0.0005245428698615178 0.00060353073570076497 -0.00061849887020323129 0.00068441756366747965 0.00068927650769731166 -0.0006559976317207011 0.00049551959272753473 0.00034679040861392544 -0.00070819479472196347 0.00046241118805153043
leaf_weight=0.0013124564194705026 0.0010982309576208207 0.0011138094370329301 0.0010695353700888232 0.0015955595775700706 0.0010743631138083734 0.0010643870444160325 0.0012609035416019862 0.0011334898171838645 0.0010053255652266039 0.0010336673692163964 0.0011091103189111171 0.0011533475692794073 0.0012077050844063464 0.0010247527550928393 0.0010858950066363476 0.0010191925415209968 0.0010106169063237025 0.0011622156729771405 0.0011142166674996167 0.0018196196640913884 0.0012479486046094706 0.0014452411020586791 0.0014570754602116574 0.001185192684333012 0.0014749791936812225 0.0016331488160252795
leaf_count=578 126 337 265 66 64 167 242 87 118 35 103 114 248 79 237 82 175 14 93 199 55 45 171 51 125 34
internal_value=0 1.44938e-05 5.11784e-05 7.80366e-05 0.00010379 0.000137424 0.000167518 0.000196642 0.00030611 0.000242052 0.000172664 0.00010221 1.99564e-05 -0.000391678 0.000152122 0.000276624 0.000406403 7.88468e-05 2.54405e-05 0.000324869 -8.68914e-05 8.18189e-08 -0.00015454 2.14829e-05 -0.000238165 0.000674741
internal_weight=0 0.0318138 0.0305013 0.0293875 0.028318 0.0267224 0.025658 0.0245836 0.0151792 0.0141739 0.0130404 0.0119313 0.00940443 0.00228566 0.00711877 0.00603288 0.00482517 0.00217283 0.0108976 0.00297297 0.00792465 0.00681044 0.00556249 0.00411725 0.00266017 0.00265234
internal_count=3910 3784 3206 2869 2604 2538 2371 2307 1196 1078 991 888 1111 321 790 553 305 189 853 313 540 447 392 347 176 116
is_linear=0
shrinkage=0.00137286


Tree=2078
num_leaves=16
num_cat=0
split_feature=41 42 3 4 40 133 0 15 43 14 1 1 3 48 2
split_gain=6.63708e-05 8.14864e-05 0.000117402 0.000107122 9.9445e-05 0.000122276 0.000176311 0.000163874 0.00025279 0.000134831 0.000120725 0.000205497 9.93894e-05 0.00015194 0.000101843
threshold=0.080335000000000018 -0.11403999999999999 -0.10628499999999998 -0.06272999999999998 -0.018084999999999997 -0.085714999999999986 -0.053834999999999994 0.088345000000000021 -0.084059999999999982 -1.0000000180025095e-35 0.094695000000000015 0.11215000000000001 0.084925000000000014 0.086065000000000016 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 8 -7 -10 12 -12 14 -14 -11
right_child=-2 2 4 -5 5 6 -8 -9 9 10 11 -13 13 -15 -16
leaf_value=-0.001674102137723352 -0.0016186648539264223 0.00034995719523825251 0.0013543146711908877 0.0028502940538452787 0.0013913690340290686 -0.0035804326362829236 -0.0024786324970471575 0.0018706533735385383 -0.0021736873310733138 -0.0028824407536421968 0.0027521956101405178 -0.00080093271713472657 0.002267319656754369 -0.0012034436928674819 -4.887654352760845e-05
leaf_weight=0.0010956729215476383 0.0010615900034476313 0.0018731213731114638 0.0018217484035231149 0.001182358009100856 0.0016683783220415626 0.0010030988106867087 0.001628243272471794 0.0014267734994418075 0.001165279060493519 0.0010717141474094029 0.0016359965891670214 0.0011889543144209674 0.0010587801213119974 0.0010755426731456907 0.0010745295383258677
leaf_count=192 173 224 334 130 479 383 268 556 72 194 120 162 40 33 550
internal_value=0 5.02469e-05 0.000150346 0.0013175 -7.50912e-05 -0.000261129 -0.000484749 -0.000181354 -0.000497052 -0.000123093 0.000213197 0.00125677 -0.000475506 0.000518309 -0.0014638
internal_weight=0 0.0199702 0.0188745 0.00305548 0.015819 0.0139973 0.0123289 0.0107007 0.0092739 0.0082708 0.00710552 0.00282495 0.00428057 0.00213432 0.00214624
internal_count=3910 3737 3545 354 3191 2857 2378 2110 1554 1171 1099 282 817 73 744
is_linear=0
shrinkage=0.00650394


Tree=2079
num_leaves=23
num_cat=0
split_feature=1213 1456 52 128 453 1 43 0 12 43 160 43 3 133 16 13 52 0 3 49 1 4
split_gain=0.000508579 0.000375236 0.000273776 0.000191419 0.000183464 0.000203919 0.000313815 0.000533223 0.000297545 0.000342916 0.000249645 0.00029365 0.000214083 0.000194246 0.000231985 0.000253676 0.000163106 0.000146562 0.00014447 0.000217769 0.000125797 0.000110277
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.086435000000000012 1.0000000180025095e-35 0.10373000000000002 -0.24333999999999997 -0.035699999999999989 0.10129000000000001 -0.15648499999999999 -0.079684999999999992 -0.038074999999999991 0.099570000000000006 -0.085714999999999986 0.15737500000000001 -0.098524999999999988 -0.0066199999999999991 -0.083934999999999996 0.094625000000000015 -0.080034999999999981 0.11507500000000002 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 10 9 -4 -8 -12 -13 -11 15 -15 18 21 19 -17 -14 -18
right_child=1 2 3 -5 -6 6 7 -9 -10 13 11 12 20 14 -16 16 17 -19 -20 -21 -22 -23
leaf_value=-0.0009629361883363726 -0.00081051375713372378 -0.0006887587952615782 0.00076038041380775711 -0.00056705126145349628 -0.00047260746971738114 -0.00042327838538576331 -0.00031530055231992414 0.0014213041438283487 -0.00065642491387552296 0.00045682349746478792 0.0011234811739365671 -0.00025355742331792115 0.00083340077074805011 0.00060503855548940536 -0.00065028925690249935 7.4490915028530302e-06 0.00057589081295612767 -0.00031315938139841602 0.00013921936008207429 -0.00090458072109938234 0.00016550488717695624 2.7630084975034182e-05
leaf_weight=0.0012722197863074677 0.0012091619119045304 0.0011011307926094274 0.0015945070186802442 0.0010035779619018059 0.0011937960258936444 0.0011204451884729849 0.0013256759388104999 0.0010811739331537708 0.001313021971262692 0.001954238188112579 0.0010825161678658102 0.001363981944471071 0.0012534887048811783 0.0014504134906976355 0.0013500935199660122 0.0010233522946164753 0.0015057524030937224 0.0014003964633724237 0.0010628278398598923 0.0014591329729289736 0.0013410673781821952 0.0019146480175591396
leaf_count=592 332 298 92 172 81 25 104 162 202 233 144 74 64 66 94 82 215 342 21 288 113 114
internal_value=0 1.6139e-05 5.19715e-05 8.24126e-05 0.000107685 0.000135849 0.000324611 0.000437122 3.49422e-05 9.66315e-05 0.000269992 0.000423909 0.000232602 1.59697e-05 -6.11829e-05 1.98385e-05 -8.16163e-05 9.98805e-05 -0.000328409 -0.000528616 0.00048818 0.000268989
internal_weight=0 0.0291044 0.0278952 0.0267941 0.0257905 0.0245967 0.00856835 0.0074479 0.0160284 0.0147154 0.00636673 0.00504105 0.00395854 0.0131209 0.0111666 0.00981652 0.00836611 0.0048208 0.00354531 0.00248249 0.00259456 0.0034204
internal_count=3910 3318 2986 2688 2516 2435 686 661 1749 1547 499 395 251 1455 1222 1128 1062 671 391 370 177 329
is_linear=0
shrinkage=0.00151575


Tree=2080
num_leaves=25
num_cat=0
split_feature=1213 14 1456 13 132 13 2 15 2 52 40 47 1 14 15 2 2 1 42 52 457 1 49 15
split_gain=0.000600641 0.000580146 0.000383883 0.000304879 0.000344072 0.000310984 0.00037349 0.000270701 0.000257728 0.000210809 0.000391412 0.000342386 0.000241984 0.000356308 0.000352958 0.000301484 0.000338201 0.000246177 0.000269979 0.000196 0.000535162 0.000178808 0.000160989 0.000156964
threshold=-1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.52445999999999982 0.097940000000000013 -0.042544999999999993 0.11934000000000002 -0.40083499999999994 1.0000000180025095e-35 0.11771000000000002 0.10113500000000002 -0.46637499999999993 0.035895000000000003 0.096750000000000017 0.092175000000000021 0.092550000000000007 -1.0000000180025095e-35 -0.0066199999999999991 0.082870000000000013 0.11215000000000001 -0.062504999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 -4 7 -7 -8 -5 11 12 15 -14 21 16 17 18 -11 20 -20 -15 -17 -21
right_child=1 -3 3 4 -6 6 8 -9 -10 10 -12 -13 13 14 -16 22 -18 -19 19 23 -22 -23 -24 -25
leaf_value=-0.0010657521847265764 -0.00080481312939546682 -0.0011597157591051047 -0.00031922873838376387 -0.00068013345189517425 0.00067195765982965862 -0.00047416970929027504 0.0013207505456450854 0.00057590502526951926 0.00031299019495080693 -0.0006643905256108045 0.00097268178731610454 -0.00090300064809681942 -0.00054603678448802376 0.0010417684781423788 -0.00028774445399359769 -0.00010473884592932812 0.00077158363853241732 -0.0008251986594859052 -0.00097919500658805994 0.00090129498528489758 0.00049543333744731064 0.00031195451152937341 -0.0009082833890541298 0.00013269630631766629
leaf_weight=0.001372257390942321 0.0012719394033603023 0.0010418443222063858 0.0012669107181297878 0.0012851399518196095 0.0018649081727802183 0.0011185162576918678 0.0018577316590546733 0.0014699801719870722 0.001015542041073611 0.0012984869005439057 0.0010001860116887742 0.0011690412192280055 0.0011366280477208557 0.0019445056239257288 0.0012222457990254121 0.0010380097645856512 0.0012775855641894438 0.0011033821333688021 0.0011606496608181881 0.0011500756606701024 0.0014107124922508874 0.0015698354455161261 0.0017043142914493223 0.0017091299946336942
leaf_count=592 312 112 53 291 232 100 91 91 102 305 46 64 36 141 64 31 136 131 247 86 57 171 234 185
internal_value=0 2.09522e-05 6.05738e-05 9.75436e-05 9.58971e-06 0.000398774 0.000565322 0.000122157 0.000964563 -4.87323e-05 -7.94576e-06 -5.98553e-05 -4.24793e-06 0.000262736 0.000456816 -0.000136547 4.20598e-06 -0.000120965 -5.48934e-06 0.000152059 -0.000170178 0.000715765 -0.00060413 0.000441854
internal_weight=0 0.0320873 0.0310455 0.0297735 0.0230448 0.00672868 0.00546177 0.0025885 0.00287327 0.0211799 0.0198948 0.0188946 0.0177256 0.00587321 0.00473659 0.0118523 0.00911002 0.00783244 0.00672905 0.00543057 0.00257136 0.00351434 0.00274232 0.00285921
internal_count=3910 3318 3206 2894 2457 437 384 191 193 2225 1934 1888 1824 412 376 1412 1147 1011 880 575 304 312 265 271
is_linear=0
shrinkage=0.00160853


Tree=2081
num_leaves=16
num_cat=0
split_feature=484 52 15 49 151 42 0 0 48 1 1 13 4 16 12
split_gain=6.32094e-05 8.04066e-05 0.000116245 8.85522e-05 0.000136977 0.000160216 0.000118377 0.00024104 0.00016946 0.000141165 0.000263205 0.000139439 0.000116732 0.000101216 9.68638e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 -0.14917999999999998 0.056555000000000001 0.10217500000000002 -0.077944999999999987 -0.10071499999999999 0.091690000000000008 0.076710000000000014 0.092730000000000021 -0.082014999999999991 -0.48072499999999996 0.26538000000000006 0.086115000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 -11 -9 -8 14 -14
right_child=1 -3 3 4 -6 -7 12 11 -10 10 -12 -13 13 -15 -16
leaf_value=-0.001396472037763841 0.0021801366009472313 -0.0016184258610482383 0.001658895905827628 -0.00089358855070021575 -0.002025398271568243 -0.002359778536740386 -0.00088443978208917163 -0.00022246277137390717 -0.0017262994223532461 0.0035482502810530942 -0.00029661744859154195 -0.0033981608447679521 0.0040656340579213329 0.00025569747667558501 0.0013592626499736068
leaf_weight=0.0014532945179998339 0.0012374054248795374 0.0012176907585156041 0.0014087110722940102 0.0011187727702105512 0.0015452024485993468 0.0011216423909115323 0.0010535260462939955 0.0011798409610322179 0.0011529365419438165 0.0018851380110949112 0.0014364285932909476 0.0013661140847184804 0.0010351357458895623 0.0014948401535064271 0.0014590595716773569
leaf_count=612 280 353 92 118 114 305 150 412 90 77 142 643 159 171 192
internal_value=0 6.58296e-05 0.000176721 3.30695e-05 -0.000111443 9.53223e-05 0.000304228 -0.000200499 0.000585137 0.0011853 0.00188552 -0.00192649 0.00111891 0.00164801 0.00248246
internal_weight=0 0.0197124 0.0184948 0.0172573 0.0158486 0.0143034 0.0131818 0.00813923 0.00559328 0.00444034 0.00332157 0.00254596 0.00504256 0.00398904 0.0024942
internal_count=3910 3298 2945 2665 2573 2459 2154 1482 427 337 219 1055 672 522 351
is_linear=0
shrinkage=0.0067667


Tree=2082
num_leaves=18
num_cat=0
split_feature=124 50 47 4 1 12 43 16 16 403 12 12 4 4 15 15 43
split_gain=6.317e-05 9.19189e-05 0.000136817 0.00018382 0.000315137 0.00021829 0.000131714 0.000142402 0.000205948 8.76976e-05 0.000128536 0.000115052 0.00010877 0.000164266 0.000212847 0.000115907 2.98159e-06
threshold=0.08919500000000001 0.10625000000000001 0.117025 0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.17307499999999998 0.15737500000000001 0.0015250000000000001 0.085745000000000016 0.084100000000000022 0.089255000000000015 -0.077679999999999985 0.0057500000000000008 -0.096369999999999983 -0.095799999999999982 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 9 10 12 -12 -8 14 -14 -15 -9
right_child=-2 -3 -4 4 -6 -7 7 16 -10 -11 11 -13 13 15 -16 -17 -18
leaf_value=0.0020438572467362357 0.0015923135729093315 -0.0020748235650068889 -0.0023605166733377211 4.7407006653965982e-05 0.0047617475830890156 -0.002893181383111682 0.0020309948907580007 -0.002056646985755731 0.0025208853144960582 0.0013979903790484376 -0.0034347735310674078 -0.00026867714962325236 0.00049634375101364786 -0.00051760289053892411 -0.0037212548954038134 0.0025902134563546017 -0.0015346042971149739
leaf_weight=0.0014015859005205291 0.0010430385986976839 0.001039644785327142 0.001068088211848949 0.0018410597192151578 0.0010029312692255675 0.0012337548713622229 0.0010326790462691082 0.0010036491023044103 0.0014697882976213448 0.0013161236333491533 0.0010946000860201019 0.0010108524453985579 0.0010427345368192661 0.0012124194896121487 0.001154491277109506 0.0010049217186463011 0.0010001342352921111
leaf_count=100 76 412 126 179 278 326 120 187 247 180 673 398 76 56 211 55 210
internal_value=0 -0.000115967 -8.15672e-06 0.000132824 0.00170992 -0.000166636 7.81181e-05 -0.000145109 0.000174876 -0.000213917 -0.000494806 -0.00191469 5.40042e-05 -0.000408464 -0.00171971 0.000890891 -0.00179608
internal_weight=0 0.0199295 0.0188898 0.0178217 0.00284399 0.0149777 0.013744 0.0123424 0.0103386 0.00886882 0.0075527 0.00210545 0.00544725 0.00441457 0.00219723 0.00221734 0.00200378
internal_count=3910 3834 3422 3296 457 2839 2513 2413 2016 1769 1589 1071 518 398 287 111 397
is_linear=0
shrinkage=0.0067667


Tree=2083
num_leaves=17
num_cat=0
split_feature=13 2 132 484 42 457 16 42 43 1 52 47 2 16 16 52
split_gain=6.78316e-05 0.000171039 0.00011221 0.000150925 0.000103038 0.000114937 0.000169708 0.000121057 0.000117581 0.000116373 0.000228269 0.000282983 0.000155244 0.000166781 8.61434e-05 8.24494e-05
threshold=-0.091229999999999992 0.097940000000000013 0.079995000000000011 0.087270000000000014 -0.11403999999999999 0.072090000000000015 -0.094359999999999986 -0.086849999999999997 1.0000000180025095e-35 0.12263000000000002 -0.092854999999999979 0.09252500000000001 0.084235000000000018 -0.014754999999999999 -0.15168999999999996 0.08709500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -2 7 -7 -6 9 10 -9 12 -12 -14 -1 -3
right_child=2 15 -4 -5 5 6 -8 8 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.00079930364915857728 -0.0022869996134800966 0.0030064411339472893 0.0018133268258694298 -0.0028532292227645408 0.0019881613677163266 -0.00076314635032448831 0.0029786729617416524 -0.0038517984020313987 -0.0028990488832700365 0.0017338822601289171 0.0026116888190092957 -0.0032553494623152675 -0.0017635298040024673 0.0017267951036853354 -0.002014172441052653 0.00037302771756912034
leaf_weight=0.0010345352227145894 0.0011311225466002625 0.0015718813336284485 0.0012449887680523282 0.0012174424293153125 0.001002295761755285 0.0011125606101238493 0.0014262689718081414 0.001010813581776091 0.0010513782652920023 0.001182281889655773 0.00146372514152364 0.00118205729613996 0.0016393184441878565 0.0012398743857447584 0.0012264031568921521 0.0010050459951795876
leaf_count=121 183 184 306 299 199 66 144 391 410 148 369 127 461 200 233 69
internal_value=0 0.000714654 -0.000256385 -0.000432164 -0.000212883 -2.23088e-05 0.00133894 -0.00037598 -0.000646187 -0.000339295 -0.00071432 -0.000140307 0.000707547 -0.000260482 -0.000726813 0.00197936
internal_weight=0 0.00483787 0.0159041 0.0146591 0.0134417 0.0123106 0.00253883 0.00977174 0.00876945 0.00771807 0.00653579 0.00552498 0.00434292 0.00287919 0.00226094 0.00257693
internal_count=3910 607 3303 2997 2698 2515 210 2305 2106 1696 1548 1157 1030 661 354 253
is_linear=0
shrinkage=0.00718087


Tree=2084
num_leaves=27
num_cat=0
split_feature=14 1213 51 1456 11 13 40 47 16 4 1 39 47 12 1186 43 16 52 0 1374 12 160 3 1 15 15
split_gain=0.000729687 0.000495495 0.000407297 0.000342316 0.000325102 0.000270446 0.000599635 0.000482418 0.000328379 0.000347547 0.000297081 0.000295587 0.000357386 0.000281675 0.00022656 0.000331068 0.0002114 0.000180143 0.000221819 0.000382477 0.000318089 0.000286901 0.000220949 0.000252104 0.000222496 0.000111023
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 1.0000000180025095e-35 0.11771000000000002 -0.50763499999999995 -0.029114999999999999 0.094385000000000011 0.005105000000000001 0.09550500000000002 0.10129000000000001 0.081240000000000021 1.0000000180025095e-35 0.23932500000000004 0.11110500000000002 -0.23029999999999998 -0.094679999999999986 0.093125000000000013 -0.081669999999999979 -0.08348499999999999 0.095575000000000007 -0.059484999999999989 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 11 -5 16 -11 12 13 14 15 17 -10 18 19 -7 21 -20 -23 24 -24 -19
right_child=-2 2 3 4 -6 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 25 20 -21 -22 22 23 -25 -26 -27
leaf_value=-0.00092268779670465499 -0.0012610020086180193 -0.00088363758758858949 -0.00074762392108365574 0.0012803147499947599 -0.00056723168556441629 -0.00024073185915333067 0.001255592280483676 -0.0009408733432911305 0.0010115305542577973 -0.00076938579148968307 0.0003411846123200231 0.00080052890453822427 0.00073006978190638758 -0.00082754266295775023 0.000674228263017932 -0.00090611577903541645 0.00011972378836176704 0.00082347753459443456 0.0003214605107533723 0.0009429932526720024 0.00061425347006971204 -2.3935987191606222e-05 -0.0016086470220463666 -0.00024664218328595113 -0.00054838941051021581 9.6631843539967481e-05
leaf_weight=0.0013663261544815111 0.0011790848524600153 0.0011277163173434293 0.0011854239035818557 0.0010592389497614541 0.0016207639757332961 0.0014550362266732009 0.0010820749649787373 0.0012511729197810509 0.0018435860164134343 0.0010872682595842688 0.00146019266663764 0.0014036426466084015 0.0017306098620508961 0.0010923956988683472 0.0012497258708523704 0.0010572414576245368 0.0010969367768574045 0.0010647084279435254 0.001454702569351869 0.0013723918487462622 0.0011026606000602568 0.0018397720765162369 0.0010359613644597143 0.0017001024613811921 0.0010127034509792802 0.0011112097030365762
leaf_count=578 126 126 281 52 119 17 57 88 88 94 150 281 117 206 66 196 23 68 183 59 144 342 78 80 153 138
internal_value=0 2.62276e-05 6.61242e-05 0.000100268 0.000133567 0.000173332 8.79786e-05 2.76249e-05 0.000460348 0.000302085 -0.000132812 8.91891e-05 3.4566e-05 -3.81679e-05 1.76226e-05 -4.01381e-05 0.00067885 2.94892e-05 -5.43482e-05 0.000333831 -0.000189084 -0.000314852 -0.000480484 -0.000704543 -0.00108454 0.000452288
internal_weight=0 0.0338636 0.0324972 0.0313695 0.0301841 0.0285633 0.0220161 0.020934 0.00654722 0.00548798 0.00254746 0.0196829 0.0182792 0.0165486 0.0154562 0.0142065 0.00294052 0.0131492 0.0109733 0.00282743 0.0081459 0.00704324 0.00558854 0.00374877 0.00204866 0.00217592
internal_count=3910 3784 3206 3080 2799 2680 2273 2216 407 355 244 2128 1847 1730 1524 1458 111 1262 1056 76 980 836 653 311 231 206
is_linear=0
shrinkage=0.00160853


Tree=2085
num_leaves=25
num_cat=0
split_feature=14 1213 1456 1374 11 453 0 16 124 12 0 159 51 157 130 43 15 43 16 3 133 4 15 13
split_gain=0.000641098 0.000446553 0.0003184 0.000299365 0.000298857 0.000282351 0.000296415 0.000248784 0.000244624 0.000225853 0.000206982 0.000313287 0.00029651 0.000227648 0.000356298 0.000329786 0.000479303 0.000296684 0.000274781 0.00032924 0.000213688 0.00019891 0.000226837 0.00019028
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.23029999999999998 -0.5152199999999999 0.10385500000000002 0.11655500000000001 -0.18087499999999998 -0.034019999999999988 0.077145000000000005 -0.077534999999999979 -1.0000000180025095e-35 -0.074254999999999988 -0.10312999999999999 0.11352500000000001 -0.055679999999999993 -0.078884999999999997 0.090085000000000012 -0.084009999999999987 -0.053579999999999996 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 10 -9 -12 13 -13 -15 20 -17 18 19 -18 21 -16 -23 -20
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 11 12 -14 14 15 16 17 -19 23 -21 -22 22 -24 -25
leaf_value=-0.00096887578939460362 -0.001301896308508187 -0.00079532488709952701 -0.00062301197477685789 0.00088467381522628447 -0.00059727402799020191 -0.00060436194803851779 0.00089263373125089576 -0.00061014185605329663 0.00085660477200044725 -0.0006920438304151991 -0.00066633579431447541 0.00090917893477802394 0.00083743880457766082 -0.00066987159560396464 0.0013097146455674177 -0.0010936271363866936 -0.00037431683625591296 0.00088262690158273432 -2.5532180278989456e-05 0.00088817141487452416 -8.9087971909168756e-05 0.00081374254964755089 -0.00016375736239526072 -0.0010217223582782431
leaf_weight=0.0012406971738227737 0.0010723976835995122 0.0011804876688819152 0.0015503314227878198 0.0017269008624349802 0.0014800933123928486 0.0012330321824456361 0.0012416719149968792 0.0010309232809597611 0.0011957690307028137 0.0010143148899798551 0.0011944437977017197 0.0010020862970939468 0.0019308760608475603 0.0015596319980341064 0.0010586800998925172 0.0010673735858233472 0.0010362423381617969 0.0011624715565842214 0.0011338323591074586 0.0013096934538456761 0.0013179012579244594 0.0018455815585278149 0.001039267037648694 0.0010201219270962953
leaf_count=578 126 312 66 78 123 88 102 42 40 118 329 202 231 199 47 154 173 106 42 66 172 190 124 202
internal_value=0 1.45376e-05 5.61348e-05 9.18397e-05 0.000133502 0.000176559 0.000216868 0.000164829 0.000121629 7.70703e-05 0.000118768 0.000161275 0.000221245 0.000139489 8.25697e-05 0.000180436 -6.49597e-05 0.000128948 -6.5753e-05 0.000330507 0.000494314 0.000689284 0.000461598 -0.000497332
internal_weight=0 0.0305724 0.0293317 0.0281512 0.0266009 0.0251208 0.0238878 0.0221609 0.0209192 0.0197234 0.0187091 0.0176782 0.0164838 0.0145529 0.0135508 0.0119912 0.00672974 0.00566236 0.00449989 0.00234594 0.00526143 0.00394353 0.00288485 0.00215395
internal_count=3910 3784 3206 2894 2828 2705 2617 2539 2437 2397 2279 2237 1908 1677 1475 1276 743 589 483 239 533 361 314 244
is_linear=0
shrinkage=0.00167351


Tree=2086
num_leaves=24
num_cat=0
split_feature=14 1213 480 1374 1456 11 453 50 0 16 0 124 40 13 47 43 4 4 13 133 42 52 12
split_gain=0.0006285 0.00049931 0.000268268 0.000274856 0.00027193 0.000275361 0.000253484 0.000225933 0.000247111 0.000216385 0.000213569 0.000245051 0.000296003 0.00020752 0.000292952 0.000329727 0.000403301 0.000691892 0.000481505 0.000246985 0.000285733 0.000205048 0.000160836
threshold=0.077685000000000018 -1.0000000180025095e-35 0.08456000000000001 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.10030500000000002 -0.23029999999999998 -0.5152199999999999 -0.18087499999999998 -0.061329999999999989 -0.062739999999999976 -0.091849999999999987 0.09550500000000002 -0.082884999999999986 -0.0021099999999999995 -0.23071499999999998 -1.0000000180025095e-35 0.090085000000000012 0.085195000000000007 0.083750000000000005 0.086580000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 -10 -11 -12 -13 21 15 19 17 -17 -19 20 -15 -14 -16
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 11 12 13 14 22 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00092529299890654307 -0.0012219545434425693 -0.00053983604010779645 -0.0007202165433493413 -0.00063282087101411931 0.00077760392326568447 -0.000510984533311774 -0.00048912701084262921 0.00084993010735571898 0.00077865898496114888 -0.00057442350958537846 0.0008261080786282416 -0.00060367070169043498 0.00082476490964158099 -7.0704811590788911e-05 0.00091589392106524944 -0.00097542111230895312 -0.00085568086844629919 -0.00033285464913385224 0.0010661141132110791 -0.0002857806492088674 0.00097445607325905243 1.1891152633143509e-05 9.5406258964345642e-05
leaf_weight=0.0012849660895886258 0.001010445380344587 0.0015713835052970629 0.0010169926358240431 0.0010826832172719991 0.0016122382111589595 0.0013874788778704952 0.0012189399037587636 0.0013419472730489537 0.001219173698892676 0.0010400584486935814 0.0011830085322515746 0.0013226661044657409 0.0019326339165286659 0.0010361695326763752 0.0013046480118639467 0.0011468950182127362 0.0019863540268997759 0.001008928681651193 0.0014098749591668694 0.0012064929552291909 0.0015765874206474795 0.001203783726130947 0.0010156550490136862
leaf_count=578 126 66 264 301 73 120 87 249 101 37 209 108 140 141 39 103 237 471 84 132 70 81 93
internal_value=0 1.76737e-05 5.971e-05 8.82338e-05 0.000125851 0.000158507 0.000197592 0.000234717 0.000195784 0.000147908 0.000106055 0.000146886 9.71338e-05 0.000159646 6.49141e-05 -5.68618e-05 -0.000297391 1.36174e-05 0.000482578 0.000292796 0.000559965 0.000512777 0.000556746
internal_weight=0 0.0301096 0.0288246 0.0278076 0.0262362 0.0251535 0.0237661 0.0225471 0.0212052 0.0195929 0.0183738 0.0173337 0.0161507 0.014828 0.0116916 0.0093713 0.00555205 0.0035657 0.0024188 0.00381925 0.00261276 0.00313642 0.0023203
internal_count=3910 3784 3206 2942 2876 2575 2455 2368 2119 2046 1945 1908 1699 1591 1370 1238 895 658 555 343 211 221 132
is_linear=0
shrinkage=0.00154607


Tree=2087
num_leaves=18
num_cat=0
split_feature=11 1 1 13 52 43 50 133 43 42 49 133 0 160 133 13 15
split_gain=7.09485e-05 9.15965e-05 0.000142341 0.000150346 0.000146845 0.000234655 0.000114149 0.000116682 0.000110822 8.10645e-05 0.000245621 0.000194245 0.000112015 0.000133865 0.000123428 7.18202e-05 5.60278e-05
threshold=0.088315000000000018 0.10561500000000001 0.11183500000000002 -0.073799999999999991 0.024145000000000003 -0.074254999999999988 0.086465000000000014 0.10599500000000002 -0.17307499999999998 0.085545000000000024 -0.084114999999999981 0.065880000000000008 -0.10071499999999999 0.084100000000000022 -0.0067399999999999986 -0.080814999999999984 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 7 8 -1 10 -10 12 13 16 -14 -11 -12
right_child=-2 2 3 4 -6 -7 -8 -9 9 15 11 -13 14 -15 -16 -17 -18
leaf_value=0.0025367687585231102 -0.0019888419752739969 0.003015518397427005 0.0023945349982254227 0.00061069398551918757 0.0017606901930317612 -0.0040795551676066433 -0.0023733331814651936 -0.0024900637251893875 -0.0030743077356452622 -0.002746432711280986 0.00099873690560157145 0.0036077543467078854 0.0010157125330061238 -0.00097143798823341601 -0.0024784875601093965 4.5160975275830318e-05 0.0033902368226282524
leaf_weight=0.0010461821838905214 0.001024689684578319 0.0013567993132445055 0.0013475677027161726 0.0013071700638820185 0.0010737012537634372 0.0011773375785074404 0.0013637745057003174 0.0010426955197564364 0.0010972067061658045 0.001097912958678629 0.0011398623080826065 0.0011906014535401702 0.0010045526840949818 0.0011790857732214555 0.0014124856169114254 0.0010441460105562054 0.0011356520633953888
leaf_count=97 145 153 284 111 82 128 600 372 99 465 58 228 400 58 283 260 87
internal_value=0 6.70207e-05 0.000830964 0.000226778 -0.000594197 -0.00161188 -0.00028082 -5.05026e-05 0.000173659 -6.63292e-05 0.000280031 0.000801169 0.000232074 0.00111247 -0.00102625 -0.00138567 0.00219227
internal_weight=0 0.0200167 0.00626258 0.00490578 0.00355821 0.00248451 0.0137542 0.0123904 0.0113477 0.0103015 0.00815945 0.00706224 0.00587164 0.0034546 0.00241704 0.00214206 0.00227551
internal_count=3910 3765 758 605 321 239 3007 2407 2035 1938 1213 1114 886 203 683 725 145
is_linear=0
shrinkage=0.0076204


Tree=2088
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 1374 453 4 13 13 0 39 132 2 42 16 0 16 2 4 16 15 160 16
split_gain=0.000592256 0.000485628 0.000337231 0.000273081 0.000298276 0.000166015 0.000278274 0.000238842 0.000231774 0.000251184 0.000258354 0.000249542 0.000293016 0.000322954 0.000293696 0.000290441 0.000448387 0.000249597 0.000236185 0.000223451 0.000205631 0.000198827 0.000166061
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 0.27608500000000008 -0.52445999999999982 -0.091229999999999992 -0.23029999999999998 0.005105000000000001 0.080815000000000012 0.095195000000000016 0.085195000000000007 0.15100500000000003 -0.10071499999999999 -0.083144999999999983 0.086650000000000019 -0.029114999999999999 -0.25582999999999995 -0.019749999999999993 -1.0000000180025095e-35 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 18 -10 11 12 13 15 19 22 -17 -15 -9 -14 -12 -8 -11
right_child=-2 2 3 -5 5 -7 21 8 9 10 20 -13 14 17 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00085559810688335823 -0.0011226789968707066 -0.00074434571388524019 -0.00051441724185723214 -0.00052376646026912441 -0.00055367716847498595 -0.00038697978551814735 0.00021814993289137982 0.00086955523067651038 0.00074676599848604746 -0.00019196024713265662 6.8834583133645658e-05 0.00058755618835435071 -0.00059885194037279555 -1.34317290777563e-05 -0.0010544939093208988 1.775123350085519e-05 -0.00123753059018499 0.00082216450630879178 0.00014230963788948941 0.00035066898448823887 0.00094591462208271982 0.001099098479095104 0.00056386422940481195
leaf_weight=0.0013099839641984015 0.001010974842662409 0.0010852878835000057 0.0014846689864764775 0.0014831808429680562 0.0010213581733600164 0.001128665799714045 0.0010362782585200403 0.0018270715572715757 0.0011519687987515586 0.0013152902886992557 0.0011755354488436898 0.0012068442752713468 0.0011093702000150307 0.0014786559384221132 0.0011869792539202229 0.0013462006576813543 0.0010954788069006275 0.0015584613122451435 0.0019697329090909666 0.0010004596107645184 0.0010966727863588868 0.0011442077731839825 0.0011621547501121593
leaf_count=578 126 312 66 123 26 88 119 94 36 39 146 173 50 315 177 194 410 176 159 186 53 244 20
internal_value=0 1.14425e-05 5.19139e-05 8.39448e-05 0.000119297 0.000158481 0.000185385 0.000133244 0.000168893 9.15954e-05 4.03647e-05 -4.20244e-05 -0.000109544 4.17877e-05 -0.000474756 -0.00018885 -0.000545441 0.000415345 0.00049227 -0.000148599 0.000492154 0.000680427 0.000162593
internal_weight=0 0.0293745 0.0280645 0.0269792 0.0254961 0.0240114 0.0228827 0.0207022 0.0196809 0.0158841 0.0147321 0.0124599 0.0112531 0.00795624 0.00329681 0.00491912 0.00244168 0.00303712 0.0037968 0.00210983 0.00227221 0.00218049 0.00247745
internal_count=3910 3784 3206 2894 2771 2705 2617 2254 2228 1975 1939 1740 1567 1154 413 663 604 491 253 236 199 363 59
is_linear=0
shrinkage=0.00145689


Tree=2089
num_leaves=26
num_cat=0
split_feature=1213 14 480 1456 11 13 13 2 453 1374 0 40 42 39 150 159 4 16 12 12 16 4 13 0 43
split_gain=0.000580732 0.000586251 0.000394407 0.000343016 0.000268548 0.00027837 0.000382846 0.000316678 0.000250352 0.000222915 0.000266825 0.000308219 0.000529246 0.000298042 0.000404285 0.000308936 0.000277272 0.000184816 0.000184482 0.000332102 0.000370821 0.000295666 0.000181893 0.000179359 0.000143221
threshold=-1.0000000180025095e-35 0.077685000000000018 0.08598500000000002 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.053870000000000008 -0.11403999999999999 0.005105000000000001 0.085285000000000014 0.093320000000000014 0.08734500000000002 -0.15168999999999996 0.093375000000000014 0.089745000000000005 0.10994000000000002 -0.10647999999999999 -0.40944499999999995 -0.10131499999999999 -0.062599999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 17 9 -7 -11 12 -12 14 15 16 18 -8 19 20 21 -14 -9 -23 -18
right_child=1 -3 -4 4 -6 8 7 22 -10 10 11 -13 13 -15 -16 -17 24 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.0010409923029579505 -0.00076854265245583978 -0.0011738881032419077 -0.00093884700226356762 -0.00033433009489375727 -0.00052473045452996016 -0.00044772583319058011 0.00072969760371131604 0.0015808743768430233 -0.00067344448574626194 0.0007896675243046601 -0.0010773330569173077 0.00099998570018944733 0.0010190676428576122 0.00092137909665870659 -0.00091502736405308109 -0.00070040613737641644 0.0011621235697748726 -0.00020093738621779531 -0.00040243271084701296 0.00088501277916414457 -0.00082564600329699416 0.00038508933389794372 0.00071091045002220714 -0.00032590053632637584 0.00031134208305067613
leaf_weight=0.0014222603309669004 0.0011622221259390405 0.0010522782795066013 0.0010064889591711304 0.0012333020592891764 0.0015453752531788814 0.0016472911873961485 0.0010949013582743777 0.0011063156710416078 0.0011006209608728215 0.0017603527441476452 0.00102697447886643 0.0010014317290700297 0.0010156836755257316 0.0012090446656719241 0.0010333153585761487 0.0010432819090597243 0.0011392072946214693 0.0012084158095663758 0.0015763858284176535 0.0015737272465972396 0.0010935697574327996 0.0018761710369314911 0.0015580825392386144 0.0019455247200183424 0.0010003371559697003
leaf_count=592 301 112 243 50 120 61 66 66 74 76 121 51 37 266 123 160 34 101 375 217 95 35 107 368 59
internal_value=0 3.04445e-05 7.13803e-05 0.000105328 0.000140606 0.000178346 0.000483857 0.000686983 8.83172e-05 0.000130359 0.00018241 0.000117759 6.08813e-05 0.000141462 7.05478e-05 0.000153589 0.000232993 0.000241448 0.000107804 0.000214981 3.71938e-05 0.000232253 0.00107214 2.31431e-05 0.000764343
internal_weight=0 0.0320103 0.030958 0.0299515 0.0287893 0.0272439 0.00620102 0.00496772 0.0210429 0.0199423 0.018295 0.0165347 0.0155332 0.0145062 0.0132972 0.0122639 0.0112206 0.00230332 0.00908106 0.00750468 0.00593095 0.00483738 0.0026644 0.0038217 0.00213954
internal_count=3910 3318 3206 2963 2662 2542 390 340 2152 2078 2017 1941 1890 1769 1503 1380 1220 167 1127 752 535 440 173 403 93
is_linear=0
shrinkage=0.0016407


Tree=2090
num_leaves=16
num_cat=0
split_feature=48 4 158 15 48 14 40 3 47 130 42 3 0 0 16
split_gain=6.9534e-05 0.000125686 0.000153764 0.000150284 0.000227619 0.000144716 0.000129198 0.000355403 0.000266607 0.000220486 0.00017691 0.000244934 0.000451289 0.000187696 0.000107156
threshold=0.12675000000000003 0.28937500000000005 0.084710000000000021 -0.11739999999999999 0.090910000000000005 -0.10523499999999998 -0.064864999999999992 0.10666500000000002 0.09550500000000002 -0.076814999999999981 -1.0000000180025095e-35 -0.100615 -0.083934999999999996 -0.089879999999999974 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -3 -5 8 9 -8 -11 -12 13 14 -13
right_child=-2 5 -4 4 -6 -7 7 -9 -10 10 11 12 -14 -15 -16
leaf_value=-0.0026881187695518951 -0.0017730556857850869 -9.2107430218053867e-05 -0.0030511615520662388 -0.0023315082610950075 0.0027776507362775611 0.0038666780379219578 0.0026378761999194225 0.0036861063199878693 0.0030983307218551948 -0.0039792272061683299 0.001591863956815133 0.0001872105868005876 -0.0056958108840532793 0.0024787825640570503 -0.0027642674303752397
leaf_weight=0.0011349954044268277 0.0013023495680599675 0.0011564685088607148 0.0010314954003567993 0.0014151377025309582 0.0018792020491273037 0.0010778520327747411 0.0010133425559452095 0.0015046974641070862 0.0012021436146602013 0.0011883257817164065 0.0019741397734440429 0.0014304566771331795 0.0012507313865313709 0.0010478972530545668 0.0015468071936797015
leaf_count=214 131 120 348 135 206 279 114 84 122 656 200 115 661 377 148
internal_value=0 8.09424e-05 -0.000139289 4.17821e-05 0.00024229 0.00181764 -0.000108717 0.000149995 -0.000349429 -0.000787942 -0.00119934 -0.0007437 -0.00161762 -0.000350416 -0.0013462
internal_weight=0 0.0198537 0.0176194 0.0165879 0.0154529 0.00223432 0.0135737 0.0121585 0.0106538 0.0094517 0.00843836 0.00725003 0.00527589 0.00402516 0.00297726
internal_count=3910 3779 3380 3032 2818 399 2612 2477 2393 2271 2157 1501 1301 640 263
is_linear=0
shrinkage=0.00777281


Tree=2091
num_leaves=17
num_cat=0
split_feature=41 158 159 475 42 43 3 16 42 150 4 0 16 1 13 47
split_gain=7.25439e-05 8.07495e-05 0.000125652 0.000116952 0.000103752 0.000149993 0.000221723 0.000129431 9.79756e-05 9.48171e-05 0.000151791 0.000143629 0.000160724 0.000121859 0.000112012 0.000189502
threshold=0.078535000000000008 0.084965000000000027 0.087945000000000009 -0.0029899999999999996 -1.0000000180025095e-35 -0.074254999999999988 -0.077894999999999978 -0.0049699999999999996 -0.09547499999999999 0.083205000000000015 0.0057500000000000008 -0.18087499999999998 -0.088144999999999987 0.08844500000000001 -0.11267999999999999 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -6 -5 11 -11 -7 13 -13 -14 -16
right_child=-2 -3 -4 4 5 9 -8 -9 -10 10 -12 12 14 -15 15 -17
leaf_value=-0.0024847600408592456 -0.0019125390150587574 -0.0020284060105420759 0.0023583210064143881 0.00011417206068028536 -0.0016402335440799331 -0.0026210607955640566 0.0042013059857657371 0.001979504412523037 -0.0027449383169596054 -0.00087015142414724369 0.003204679039512554 -0.00011147354636590646 0.0011020378563985575 0.0035533568475821049 -0.0039529011052611765 0.000496079156646316
leaf_weight=0.0010650037564446891 0.0011685684891197803 0.0010388766081069261 0.0014963779367108817 0.0016429951306381058 0.0010975038492362366 0.0015168882480223128 0.0014200977971373261 0.0013082171301894707 0.0012947693086118326 0.0010188090701470642 0.0012062220856349122 0.0010989169208226557 0.0010688068898699844 0.0010937311400590491 0.0012760712079524085 0.0010580127169128595
leaf_count=460 195 396 270 216 188 101 243 138 636 69 79 174 46 115 531 53
internal_value=0 8.07196e-05 0.000198128 9.82202e-06 0.000174826 0.000469591 0.00176582 0.000328159 -0.00114593 -6.15117e-05 0.00133887 -0.000499604 7.54989e-05 0.00171661 -0.000981947 -0.00193623
internal_weight=0 0.0197013 0.0186624 0.017166 0.016101 0.0131633 0.00382582 0.00240572 0.00293776 0.00933746 0.00222503 0.00711243 0.00559554 0.00219265 0.00340289 0.00233408
internal_count=3910 3715 3319 3049 2589 1737 569 326 852 1168 148 1020 919 289 630 584
is_linear=0
shrinkage=0.00777281


Tree=2092
num_leaves=25
num_cat=0
split_feature=14 1213 1456 480 1374 11 50 475 156 39 453 130 133 3 4 0 51 47 15 1 4 47 133 13
split_gain=0.000571253 0.000491066 0.000305683 0.000230056 0.000219905 0.0002329 0.000260094 0.00022055 0.000224069 0.000240945 0.000213382 0.000194348 0.000514618 0.000250901 0.000266251 0.000241407 0.00025117 0.000183914 0.000263367 0.000332603 0.000338671 0.000251805 0.000167929 0.000135577
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083685000000000009 -0.094679999999999986 0.088315000000000018 0.10030500000000002 -0.067819999999999978 0.084330000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0015749999999999998 -0.083144999999999983 -0.15121499999999996 -0.41745999999999994 -0.23029999999999998 0.083165000000000017 0.09550500000000002 0.088345000000000021 0.095575000000000007 0.022820000000000003 0.13206500000000002 0.089725000000000013 -0.072479999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 -9 11 12 -11 -13 -15 -16 17 18 19 20 23 -19 -20 -17
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 -12 13 -14 14 15 16 -18 21 22 -21 -22 -23 -24 -25
leaf_value=-0.00098894107711305478 -0.0012381988586881915 -0.00078099172284504367 -0.00046907760477591347 -0.00067981521315118394 0.00081088970624076614 -0.00049452864131578872 0.0008906492740957232 -0.0005947403343957618 -0.0005668834012396085 0.00063163775277776915 -0.00049715901321490937 0.0010014424773199077 -0.00096333152362582065 0.00092443868726646561 0.00083733933292796296 0.00027294041189299437 -0.00061922485112191853 0.00096624336953837916 0.00010606051844224211 0.00051552354353499755 -0.001022181352587062 -6.5233019261701531e-05 0.00097735632517214699 -0.00047244166198051016
leaf_weight=0.0012552746838294651 0.0010099761322120973 0.0011215580176179357 0.0016005109704071421 0.0010015004795268607 0.0012967075839285238 0.0013929659051554735 0.001366598538213983 0.0010909113761327143 0.001226338298692827 0.0010227868518901673 0.0011195557426095784 0.0012771689321515343 0.0011646040063974508 0.0013965446021524273 0.0013182905008086608 0.0015763889910362892 0.0011854916977380179 0.0015849457727453798 0.0012853770196583625 0.0015265559867121128 0.0014426239252901124 0.0010653063821175479 0.0011093848123548966 0.001126132517476044
leaf_count=578 126 312 66 260 252 120 245 56 172 58 79 68 168 46 59 116 106 109 168 244 146 22 161 173
internal_value=0 1.59499e-05 5.90041e-05 9.24397e-05 0.0001209 0.000157822 0.0001954 0.000153755 0.000114156 0.000155314 0.000197929 0.000240966 -0.000217551 0.000304068 0.000243135 0.000171166 9.738e-05 0.000176651 5.34525e-05 -0.000139186 -0.000380299 0.000551627 0.000509692 -3.7658e-05
internal_weight=0 0.0305535 0.0292982 0.0281767 0.0271752 0.0255747 0.0241817 0.0228151 0.0215184 0.0202921 0.0192012 0.0180816 0.00218739 0.0158942 0.014617 0.0132205 0.0119022 0.0107167 0.00806646 0.0056717 0.00414515 0.00265025 0.00239476 0.00270252
internal_count=3910 3784 3206 2894 2634 2568 2448 2203 1951 1779 1723 1644 226 1418 1350 1304 1245 1139 1008 679 435 131 329 289
is_linear=0
shrinkage=0.0016407


Tree=2093
num_leaves=17
num_cat=0
split_feature=124 159 1 12 0 3 52 457 15 12 2 15 2 4 0 4
split_gain=6.17546e-05 0.000101142 0.000107867 0.00021536 0.000131804 0.000149197 0.000140041 0.000115163 0.000113783 0.000330046 0.000159511 0.000250607 0.000152075 0.000241454 8.65321e-05 7.77925e-05
threshold=0.08919500000000001 -0.034019999999999988 0.12958500000000003 0.10700500000000002 -0.077944999999999987 -0.089974999999999986 -0.11271999999999999 -0.0034949999999999994 0.090325000000000003 0.086935000000000012 0.081110000000000015 -0.0093649999999999983 0.11230000000000001 0.0057500000000000008 -0.032484999999999993 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -7 9 10 -9 12 13 -12 -8 -16
right_child=-2 2 -4 -5 6 7 14 8 -10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0022791893756519107 0.0019169268713540909 -0.0028529951371219133 0.0022034915225817063 -0.0038090883649153024 -0.0012862505325375157 -0.002564431258671649 0.0036666004239433638 -0.001599080539469595 0.0026656368658207492 -0.0040901218975866486 -0.00056758996784343817 0.0050905806589598961 -0.0020971604839985203 0.0046273269404927238 0.0026058846871207684 -0.00044420863540711757
leaf_weight=0.0013909959113168223 0.0010514107346496762 0.0014765372770026925 0.0014296709925104524 0.0010311213214412055 0.0011475161876379064 0.001089270991244424 0.0013583865258632102 0.0015814866994795507 0.0011764988608242849 0.001182716495987883 0.0014904161020592643 0.0010004843773179619 0.0011215373313594873 0.0010290456372008538 0.0011055188778046343 0.0011722011408002919
leaf_count=511 76 419 277 221 322 216 359 105 198 487 204 180 84 87 54 110
internal_value=0 -0.000134571 2.76238e-05 -0.000155765 8.06844e-05 -0.000410781 0.00122602 -3.79295e-05 0.00028274 -9.58171e-05 0.000663327 0.00143419 0.000429481 0.00155422 0.00201887 0.00103619
internal_weight=0 0.0197834 0.0183924 0.0169627 0.0159316 0.011148 0.00478362 0.00967146 0.00858219 0.00740569 0.00622297 0.00464148 0.003641 0.00251946 0.00363611 0.00227772
internal_count=3910 3834 3323 3046 2825 1980 845 1561 1345 1147 660 555 375 291 523 164
is_linear=0
shrinkage=0.00824856


Tree=2094
num_leaves=16
num_cat=0
split_feature=1374 150 1 484 151 15 43 13 15 47 13 403 15 4 43
split_gain=6.60721e-05 0.000146323 0.00019401 0.00013902 9.95244e-05 0.000122195 7.62565e-05 0.000171207 0.00013142 0.000139168 0.000177678 0.000162284 0.000156691 0.000105966 6.02291e-05
threshold=-0.094679999999999986 0.082085000000000019 0.086430000000000021 -0.0043499999999999988 -0.03268999999999999 -0.24219999999999997 -0.074254999999999988 0.17936000000000002 -0.10469999999999999 0.092255000000000018 -0.09547499999999999 0.086810000000000012 1.0000000180025095e-35 -0.034289999999999994 0.056750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 7 13 -8 10 14 12 -12 -7 -10
right_child=1 2 -4 4 5 6 8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0015766157321475765 -0.0024407093852285055 -0.00081382591724229558 0.0027025152090206488 -0.0017210734901586487 0.0021099594430925325 0.00021889828361692568 -0.0023465307858263917 -0.0011245241805343498 -0.00025078585199200294 0.0018613587420624183 -0.00068563956879593509 0.00070581694165872404 -0.0040746389297562054 0.0025446569248744203 0.0019126929833370625
leaf_weight=0.0010948511746118319 0.0010660078460095713 0.0010436628778552883 0.0018232710952134704 0.0013205507089965049 0.0012241715677147992 0.0015739578353548833 0.0012739007062635387 0.0016401596637781318 0.0010070890650003567 0.0012806088796685211 0.0011285258508113485 0.0010109728039606747 0.0011810816665404206 0.001750134701036893 0.0011845575942925901
leaf_count=68 579 138 313 192 258 333 165 140 82 83 299 150 762 293 55
internal_value=0 6.53523e-05 0.00142245 -0.00016844 -1.29245e-05 0.000145313 -3.92522e-05 0.00059498 -0.000429557 -7.00558e-05 -0.000518765 -0.00146742 -0.0024187 0.00144341 0.000918547
internal_weight=0 0.0195087 0.00286693 0.0166417 0.0155757 0.0142552 0.013031 0.00496425 0.00806674 0.00679284 0.00551223 0.00332058 0.00230961 0.00332409 0.00219165
internal_count=3910 3842 451 3391 2812 2620 2362 766 1596 1431 1348 1211 1061 626 137
is_linear=0
shrinkage=0.00650394


Tree=2095
num_leaves=22
num_cat=0
split_feature=1213 14 1374 1456 11 124 13 1 132 457 133 3 51 52 2 1 42 0 2 15 16
split_gain=0.000422068 0.000416208 0.000227059 0.000239283 0.000247307 0.000159401 0.000213993 0.000283107 0.000238674 0.000235654 0.000229806 0.000251161 0.00026821 0.000180695 0.000175704 0.00014651 0.000395135 0.000140095 0.000112334 0.000251491 0.000106674
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 -0.048219999999999992 -0.094679999999999986 0.10752500000000002 0.079995000000000011 0.082870000000000013 0.084285000000000013 0.090325000000000003 0.084305000000000019 -1.0000000180025095e-35 0.10393500000000001 0.095575000000000007 0.08401500000000002 -0.084304999999999977 0.11635500000000001 -0.017214999999999998 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 14 9 10 11 12 13 -8 17 16 20 -7 19 -13 -15
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 -12 18 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00097226226988420179 -0.00058493238831983714 -0.0010428129309930968 -0.0006931991312212804 0.00063260670890467907 -0.00057090120639484692 4.7045762912796333e-05 -0.00050567528652459585 0.0011649289223920852 0.00069930628104501724 0.0005513262336288438 -0.00068303395270609857 -0.00095643094242224579 0.00088603622019393534 3.9338189495383471e-05 -0.0002929016463960184 0.00062924325679143548 0.00078702997642737717 0.00093077692652457887 4.5182057138151722e-05 0.00011223108706936129 -0.00063014275758222036
leaf_weight=0.0013129725135042894 0.0015202440959853894 0.0010406384639763669 0.0010807395841412595 0.0019713621333511044 0.001398332093005549 0.0010045228496371461 0.0014731054818017267 0.0012035630429241828 0.0014636704559767766 0.0018535586937763531 0.0017082042657424546 0.0017271231612585591 0.00124309374049901 0.0011861208857564193 0.0012955084789594284 0.0014689958562691605 0.0012872284744220863 0.0010896809121732033 0.001328291171396323 0.0010209477424432132 0.0016697178042071204
leaf_count=592 66 119 310 294 123 90 282 151 204 144 653 52 125 120 44 99 101 26 53 52 210
internal_value=0 1.7193e-05 5.65972e-05 9.34368e-05 0.000126916 0.000167583 0.000125957 0.000453732 3.95803e-05 -2.08981e-05 -9.60533e-05 -1.52219e-05 0.000154709 2.63973e-05 0.000201212 0.000166061 1.83117e-06 0.000506879 -0.000362401 -0.000559408 -0.000352086
internal_weight=0 0.0290346 0.027994 0.0264738 0.025393 0.0239947 0.0220233 0.00459328 0.0174301 0.0159664 0.0141128 0.0124046 0.00832826 0.00708517 0.00338971 0.00561206 0.00414307 0.0020942 0.00407636 0.00274807 0.00285584
internal_count=3910 3318 3199 3133 2823 2700 2406 311 2095 1891 1747 1094 937 812 160 530 431 116 157 104 330
is_linear=0
shrinkage=0.00170698


Tree=2096
num_leaves=26
num_cat=0
split_feature=14 1213 1456 52 157 38 124 40 48 13 2 16 13 43 14 1 16 1 150 4 2 4 16 12 3
split_gain=0.000481176 0.00043338 0.000307955 0.000267526 0.000285905 0.000208977 0.000384142 0.000355254 0.000443314 0.000299064 0.000308645 0.000277349 0.000336148 0.000202192 0.000188021 0.000314545 0.000235037 0.000210428 0.000180938 0.000192416 0.000206343 0.000295241 0.000123759 7.86942e-05 7.58252e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.12649500000000002 -0.094679999999999986 0.091525000000000009 0.24895000000000003 0.17936000000000002 0.021175000000000003 -0.13131999999999996 0.10113500000000002 -0.27337499999999998 0.092550000000000007 0.092390000000000014 0.0066400000000000009 0.086875000000000022 -0.083329999999999987 -0.082504999999999981 0.093125000000000013 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 10 -9 12 13 14 -11 17 -17 18 19 20 21 -16 -22 -13 -12
right_child=-2 2 3 4 5 -7 7 8 -10 11 24 23 -14 -15 15 16 -18 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=-0.00080748570570814149 -0.00096662958797198262 -0.00069379352963601663 -0.00062358882812429245 0.00068759189344588583 0.00082838261491411194 -0.00054788809847675752 -0.00064446073313456317 1.6330198351754141e-05 -0.00076200157710096022 -0.0004277807042914245 0.00062582092202067489 0.00028960200712776075 -0.00070876343462920248 -0.00051318840493573699 0.00035875993423270449 0.00016881747791480905 0.0011185329689877132 -0.00050093009082237308 -0.00031948732622750153 0.00077285466853322011 0.00081624556578663602 -0.00072101229086645585 0.00012667289974817257 0.000855601783982187 0.0011844039718522069
leaf_weight=0.0012760091556100741 0.0010800316378134492 0.001105007422237062 0.0010698523309136112 0.0017556872361718717 0.0014722297105789544 0.0010789316999897857 0.0014224317472591686 0.0013776895171346724 0.0011720811773114894 0.0011464948583963528 0.0010252740277171268 0.0010424960717103629 0.0012789999260713345 0.0011308277684580906 0.0010513591460276318 0.0010283502845897241 0.0011968032421036954 0.0012026649394154543 0.0013545644204904922 0.0012692966181237497 0.0010105116342400619 0.001099668713676419 0.0012186096175473976 0.0010430730316836057 0.0010380586549933873
leaf_count=576 135 310 290 323 231 77 117 98 73 39 58 46 87 248 157 93 49 91 38 83 69 229 247 63 83
internal_value=0 2.32323e-05 6.03071e-05 9.06239e-05 0.00011955 7.9108e-05 0.000107795 5.98121e-05 0.000108238 0.000160506 0.000550306 7.70583e-05 3.16331e-06 7.48089e-05 0.000132237 0.000193785 0.000679624 6.20551e-05 0.000158726 0.000273387 0.000128649 -0.000193251 0.000439272 0.00057268 0.000906843
internal_weight=0 0.029867 0.028591 0.027486 0.0264161 0.0246604 0.0235815 0.0221093 0.0206868 0.0195147 0.00344102 0.0160737 0.0139882 0.0127092 0.0115783 0.0104318 0.00222515 0.00820668 0.00700401 0.00564945 0.00438015 0.00215103 0.00222912 0.00208557 0.00206333
internal_count=3910 3775 3199 2889 2599 2276 2199 1968 1851 1778 239 1539 1430 1343 1095 1056 142 914 823 785 702 386 316 109 141
is_linear=0
shrinkage=0.00145689


Tree=2097
num_leaves=16
num_cat=0
split_feature=403 403 160 123 12 13 48 48 16 1 51 160 4 16 3
split_gain=7.16028e-05 0.000111036 0.000138438 0.000146097 0.000167078 0.000207978 0.000220871 0.000187303 0.000112679 0.000277649 0.000235461 0.000182485 0.000137806 0.000151121 8.00109e-05
threshold=0.09389500000000002 0.03138500000000001 -0.217635 1.0000000180025095e-35 -0.036459999999999992 0.23436000000000004 0.11930500000000001 0.097140000000000018 -0.09601999999999998 0.085835000000000009 0.08955500000000001 0.084100000000000022 0.05309500000000001 -0.0072149999999999992 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -6 11 12 13 -10 -15
right_child=-2 -3 3 -5 5 -7 -8 -9 10 -11 -12 -13 -14 14 -16
leaf_value=-0.0028040728359775059 -0.0018793697507706942 0.002100020402517873 -0.0030963317347959423 0.0025222387782968211 -0.0011688013949782152 0.0034010399709403462 -0.0033685897710075147 0.0031985956363586353 -0.0036356960827035384 0.0030185372773498462 -0.0040160269220926468 0.0026493712641078768 0.0011453787433481383 -0.0019014305930216511 0.00071888595703045613
leaf_weight=0.0010225797058746175 0.0011430926283334799 0.0014658552941013694 0.0010247921517523495 0.0013155471661502388 0.0018182342373077266 0.0010226185225363236 0.0011430190700748586 0.0010580164877365831 0.0012745270813871593 0.0018604472899443475 0.0010554144576855676 0.0011296865245534193 0.0016545788771783476 0.0012289179679690204 0.0015059505790733759
leaf_count=387 307 163 159 295 214 78 90 137 845 174 170 203 111 384 193
internal_value=0 8.27382e-05 -8.05052e-05 8.24427e-05 -0.000121007 8.5691e-05 -0.00016126 0.000130024 -0.000151609 0.000948893 -0.000667389 -0.000147168 -0.000704941 -0.00146852 -0.000458558
internal_weight=0 0.0195802 0.0181143 0.0170918 0.0157762 0.0147514 0.0137288 0.0125858 0.0115278 0.00367868 0.00784908 0.00679366 0.00566397 0.0040094 0.00273487
internal_count=3910 3603 3440 3053 2758 2599 2521 2431 2294 388 1906 1736 1533 1422 577
is_linear=0
shrinkage=0.0076204


Tree=2098
num_leaves=17
num_cat=0
split_feature=42 51 52 15 3 50 1 42 0 52 457 1 133 48 2 12
split_gain=6.21104e-05 0.000121664 0.000166633 0.000102739 0.000194586 9.58512e-05 0.000116272 0.000178111 0.000175105 0.000136601 0.000125472 0.000120359 0.000252735 0.000159062 0.00020732 5.05955e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.091329999999999981 -0.038029999999999987 -0.060719999999999989 0.10119500000000002 0.12293500000000002 0.092395000000000019 -0.062649999999999983 0.10062000000000001 -0.0034949999999999994 0.085835000000000009 0.083815000000000014 0.088465000000000002 0.082715000000000025 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 8 10 -10 -3 12 -12 14 -13 -9
right_child=1 5 -4 4 -6 -7 -8 15 9 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0026808668116656944 0.00046127951405260494 -0.00204896977036516 -0.0032973422809966474 -0.0018118288538175183 0.0021533818067358359 -0.0015790929072534003 0.0027415370128648321 -0.00037612545318304003 0.0037196377882431375 0.00041984852927808415 -0.0027924599206956041 0.00055241038481703428 0.0014477218588024711 -0.00045835614979962283 0.0043415767170725634 -0.0025225908755451814
leaf_weight=0.001038798932819978 0.001168779434277175 0.0010101048330052893 0.001082147843460275 0.0013515910255250257 0.0010457053730590351 0.0011047638966983709 0.0010498069131639172 0.0010107483313251961 0.001421054604412217 0.0010313974592630615 0.0012963682837324759 0.0015297991979623948 0.0013851908784820802 0.0016320665113773725 0.0012498788132516703 0.0010844003582362594
leaf_count=407 260 143 261 617 36 358 259 136 149 29 321 166 223 101 101 343
internal_value=0 0.000149312 -0.0013457 -0.000867825 -8.21962e-05 0.000376603 0.0005343 0.000351139 0.000715994 0.00233189 0.000226953 0.000551051 -0.000602144 0.00125199 0.0022562 -0.00148709
internal_weight=0 0.0170565 0.00225093 0.0034361 0.0023973 0.0148056 0.0137008 0.012651 0.0105559 0.00245245 0.00810341 0.0070933 0.00268156 0.00441174 0.00277968 0.00209515
internal_count=3910 2850 521 1060 653 2329 1971 1712 1233 178 1055 912 544 368 267 479
is_linear=0
shrinkage=0.00690203


Tree=2099
num_leaves=16
num_cat=0
split_feature=4 151 1 0 43 4 3 42 133 160 43 15 15 16 2
split_gain=5.8715e-05 0.000113761 9.46588e-05 7.04201e-05 0.000157377 0.000143589 0.000131855 0.000104943 0.000166658 0.000124569 0.000133924 0.000116113 9.2072e-05 7.69566e-05 0.000138604
threshold=0.27608500000000008 -0.095804999999999987 0.11235500000000002 -0.017269999999999997 -0.23811499999999999 -0.51381999999999983 -0.046444999999999993 -0.088669999999999985 -0.0056849999999999991 -1.0000000180025095e-35 -0.074254999999999988 0.035895000000000003 -0.052074999999999989 -0.094359999999999986 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 -7 -6 -9 -10 12 13 -11 -12 -15
right_child=2 3 -4 5 7 6 -8 8 9 10 11 -13 -14 14 -16
leaf_value=0.002419740629077718 -0.00050978335967523673 -0.0034495883287320003 0.0028319273179667963 -0.0020330195489941172 0.0020977071879409205 0.00010436327731277332 0.0041015930548271634 -0.0032075253188068283 -0.00222546514046401 0.003899662709220434 -0.0013200818711742539 -0.0026824277896160351 0.00031596163221342481 -0.0011834297338162575 0.0028668167800684394
leaf_weight=0.0011450913642226937 0.001214310516332329 0.0013415287104916298 0.0012848053702065225 0.0010027414760260256 0.0011648686127957259 0.0014203486659214448 0.0010623372511121198 0.0015591251359566563 0.0017530811206278854 0.0010776548686154339 0.0013893246794733638 0.0012630268207259598 0.0010351409293722358 0.0010628198963678033 0.0015011345658156872
leaf_count=189 118 175 323 61 325 173 103 754 647 251 58 345 179 73 136
internal_value=0 -0.000196618 0.0012082 -0.000376739 -0.000664242 0.00070778 0.00181477 -0.000347745 -0.000615441 -0.000170461 0.000321084 -0.00041721 0.00214387 0.000306501 0.00118789
internal_weight=0 0.0177782 0.00249912 0.0166331 0.0131477 0.00348543 0.00248269 0.0118062 0.0106413 0.00908218 0.0073291 0.00521631 0.0021128 0.00395328 0.00256395
internal_count=3910 3469 441 3280 2943 337 276 2768 2443 1689 1042 612 430 267 209
is_linear=0
shrinkage=0.00858181


Tree=2100
num_leaves=25
num_cat=0
split_feature=14 1213 52 1456 157 2 14 48 130 1186 3 1 43 16 15 4 133 2 4 51 2 16 43 43
split_gain=0.00043714 0.000392558 0.000279116 0.000264662 0.000282848 0.000189352 0.000340286 0.000262858 0.00025921 0.000360396 0.000229316 0.000204795 0.000380861 0.000286211 0.000208782 0.00023685 0.000225679 0.000192628 0.000431905 0.000190963 0.000283515 0.00012638 0.000114829 3.37277e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 0.14808000000000002 -0.13131999999999996 0.12649500000000002 -0.0015749999999999998 0.084505000000000011 -0.15327499999999997 0.099595000000000017 -0.24333999999999997 -0.30307999999999996 0.088345000000000021 -0.077679999999999985 0.090085000000000012 0.086545000000000025 0.05309500000000001 0.089355000000000004 0.10113500000000002 -0.095109999999999986 -0.073139999999999983 -0.080744999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8 -10 14 -13 -14 16 -16 17 18 -12 20 21 -19 -15 -23
right_child=-2 2 3 4 5 -7 7 -9 10 -11 11 12 13 22 15 -17 -18 19 -20 -21 -22 23 -24 -25
leaf_value=-0.00085372729141222647 -0.0010088412466060025 -0.00072919024549281412 -0.00066000932754009425 0.00072938717827522516 -0.0006239910680055135 0.00072491344647416221 -0.0010551571369936911 -0.00062087661232134253 0.00088856979918189034 0.00027496815021486529 -0.00077291175401290771 -0.00039729827313678411 8.7808599648547651e-05 0.0013561648097867318 0.0010309637882743286 -1.1833821095835712e-05 -0.00066080892151823719 0.0010718818169680208 0.00041628177121178265 -0.00038953655181178881 -0.00030110660678989631 0.00059661926743469456 0.00068483332431605224 0.00019107052711839225
leaf_weight=0.0012260132695662554 0.001064225267903395 0.0010782370381392228 0.0011250803580685883 0.0017723298602030568 0.001739069807031454 0.0010718805980087119 0.0010159634337660586 0.001184699463181004 0.001136347485741338 0.0010103853992449174 0.0018026669841240024 0.0011346615648157865 0.0015284108911428149 0.0010299408548976041 0.0010312843946940209 0.0011408973602342618 0.001330970041397179 0.0010284309044218199 0.0013125265182836188 0.0010170582397432404 0.0011358513484249766 0.0010201894607283352 0.0016466762503601915 0.0010197439433004057
leaf_count=576 135 337 263 323 80 147 165 76 72 60 252 16 189 96 166 244 211 61 29 59 79 89 107 78
internal_value=0 1.99025e-05 5.77321e-05 8.88864e-05 0.000121156 7.68634e-05 4.7007e-05 0.000101215 0.000143269 -0.000391925 0.00020248 0.000157097 0.000413484 0.000632261 4.14665e-05 0.000483254 -5.7799e-05 3.84754e-05 -0.000271868 0.000223637 0.000371972 0.000621134 0.000943156 0.000393889
internal_weight=0 0.0295393 0.0283133 0.0272351 0.02611 0.0243377 0.0232658 0.0215267 0.020342 0.00202635 0.0183157 0.0171793 0.00533969 0.00420503 0.0118396 0.00217218 0.00966744 0.00833647 0.00311519 0.00522127 0.00420422 0.00306836 0.00267662 0.00203993
internal_count=3910 3775 3199 2862 2599 2276 2129 2049 1973 225 1748 1676 408 392 1268 410 858 647 281 366 307 228 203 167
is_linear=0
shrinkage=0.00157699


Tree=2101
num_leaves=25
num_cat=0
split_feature=14 1213 1456 52 157 11 13 52 133 0 51 0 0 42 12 130 52 2 1 16 16 4 4 0
split_gain=0.000602698 0.000525353 0.000319158 0.000311997 0.000312127 0.000243281 0.000280703 0.000368527 0.000513557 0.000301333 0.000378475 0.000225043 0.00030116 0.000201812 0.000200085 0.00014268 0.000175375 0.000496609 0.000222303 0.000243401 0.000120716 0.000117083 8.41994e-05 6.89027e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 0.088315000000000018 -0.010384999999999998 0.11588000000000002 0.090085000000000012 -0.017269999999999997 -0.032189999999999989 -0.084304999999999977 -0.10575999999999998 1.0000000180025095e-35 0.084535000000000013 -1.0000000180025095e-35 0.089785000000000018 0.11230000000000001 0.095575000000000007 -0.09601999999999998 -0.09601999999999998 -0.0017649999999999999 -0.030814999999999995 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 11 10 -8 12 13 -6 -11 -12 17 18 19 -17 -20 -21 23 -13
right_child=-2 2 3 4 5 -7 9 -9 -10 14 15 22 -14 -15 -16 16 -18 -19 20 21 -22 -23 -24 -25
leaf_value=-0.0010234716402460972 -0.0012570766492345825 -0.00078764629974797831 -0.00075676446187278583 0.00077248261140346129 0.00021419348642035801 -0.00061323790313843403 -0.00092211999439621814 -0.00034786868220714281 -0.00033902343560793588 0.00084886166689181284 -0.00056171704045444165 0.00086213617828732035 -0.00033421864595286455 0.0011930998183817291 -9.0273200217768886e-05 0.00046422181026340863 0.00051923632823329402 -0.0011149592448463429 0.00014788916782640355 6.9967393534566238e-05 0.00094027057187627615 -0.00060721832055710882 0.00059496990302010887 0.0014304963234170577
leaf_weight=0.0012519462893728064 0.0010308729048165146 0.0011467932392586122 0.001113399139360787 0.0018910038528899267 0.0011123823485692476 0.0012874795104345074 0.0014589741850451763 0.001800276377835309 0.0016899846121670656 0.0015584758791751157 0.0012001640327150296 0.0011371170314977697 0.0010962828203169434 0.0011561414391587643 0.00100415882565974 0.0013793898379467788 0.0016785664131035993 0.0010480872247711111 0.0010306866707170403 0.0010624285240871867 0.0010395511790775025 0.0019463936896614246 0.0010875454744061147 0.0011598143453077081
leaf_count=578 126 312 290 323 115 71 93 288 306 92 144 95 292 53 31 41 117 69 45 139 46 64 123 57
internal_value=0 1.79049e-05 6.12402e-05 9.48806e-05 0.000128959 8.20354e-05 0.000118355 0.000326047 0.000469807 -2.92598e-05 -0.000139631 0.000672334 0.000371867 0.000713088 0.000480865 -2.97032e-05 3.9812e-05 -6.7394e-05 0.000102607 -0.000106469 0.000545776 -0.000368101 0.000971056 0.00114912
internal_weight=0 0.031337 0.0300851 0.0289383 0.0278249 0.0259339 0.0246464 0.0102395 0.00843927 0.0144069 0.0118442 0.00674928 0.00336481 0.00226852 0.00256263 0.0103853 0.0091851 0.00750654 0.00645845 0.00438821 0.00207024 0.00300882 0.00338448 0.00229693
internal_count=3910 3784 3206 2894 2604 2281 2210 1329 1041 881 758 735 460 168 123 665 521 404 335 244 91 203 275 152
is_linear=0
shrinkage=0.0016407


Tree=2102
num_leaves=23
num_cat=0
split_feature=1213 52 1456 480 50 48 39 1 43 43 4 2 16 0 16 43 133 16 4 43 16 2
split_gain=0.000431218 0.000324557 0.000282196 0.000196685 0.000257927 0.000208131 0.000267507 0.000271119 0.000294222 0.000220556 0.000157882 0.000152034 0.00022638 0.000211292 0.00040749 0.000174345 0.000248854 0.000213606 0.000444617 0.000265157 0.000155386 3.8838e-06
threshold=-1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.10030500000000002 0.12675000000000003 -0.037714999999999992 0.10752500000000002 -0.24333999999999997 -0.040589999999999994 0.08734500000000002 0.086545000000000025 -0.089864999999999987 -0.10131499999999999 -0.078844999999999985 0.013605000000000001 0.090085000000000012 -0.0072149999999999992 -0.00027999999999999998 -0.08799499999999999 -0.09601999999999998 0.093240000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 11 -9 -10 -11 12 -8 -14 -15 16 17 18 -13 -19 -20 -17
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12 15 13 14 -16 21 -18 19 20 -21 -22 -23
leaf_value=-0.000975616581967362 -0.00085085936695394881 -0.00073405069418797076 -0.00071238649121933189 -0.00061577814716098651 0.00079633403664615594 -0.00058706516599281314 -0.00067282699044149148 -0.00021505871197750005 0.001354502548008027 0.00092729878990851242 0.00017439729997276764 -0.00099208918834039605 0.00050774579189661923 0.0004936039001338544 -0.00089764575503638267 0.0006706011587096311 -0.00055958828586113324 0.001064074757039945 0.00052873870113977683 7.3875859462687522e-05 -0.00025088706975757579 0.00052625830393156746
leaf_weight=0.0012163612821428907 0.0011021267062194381 0.0011612975168138048 0.0010031931336313927 0.0010142718628682905 0.0014359716620687126 0.0011948236431351669 0.0016913784099992779 0.0012835333323675258 0.0010013041072359152 0.0012351487672173089 0.0019077683292668748 0.0010210334603325474 0.0015822006038369585 0.0010299517746056308 0.0012600176897583906 0.0010019661387428167 0.0014447655539993748 0.0013388094606472389 0.0019902246841869697 0.0015955411375813749 0.0010518879401892898 0.0010052010620860141
leaf_count=592 345 285 63 257 243 77 160 22 196 75 179 171 36 150 284 90 242 71 98 123 38 113
internal_value=0 2.2008e-05 5.73107e-05 9.25365e-05 0.000121188 8.01751e-05 0.000115696 0.000154441 0.000471336 0.000683924 0.000470283 4.70271e-05 -0.000172068 4.66649e-05 -0.000271908 0.000163679 6.03439e-05 0.000188341 -5.52657e-05 0.000525658 0.000259163 0.000598313
internal_weight=0 0.0283524 0.0272503 0.026089 0.0250747 0.0236387 0.0224439 0.0214407 0.00542775 0.00414422 0.00314292 0.016013 0.00556355 0.00387217 0.00228997 0.0104494 0.00844226 0.0069975 0.00406315 0.00293435 0.00304211 0.00200717
internal_count=3910 3318 2973 2688 2431 2188 2111 2048 472 450 254 1576 630 470 434 946 743 501 307 194 136 203
is_linear=0
shrinkage=0.0016407


Tree=2103
num_leaves=23
num_cat=0
split_feature=1213 14 52 1456 157 1374 38 124 40 48 13 16 16 48 2 4 130 1 15 4 15 0
split_gain=0.000411496 0.000408995 0.000307903 0.000284712 0.000291772 0.000191672 0.000201029 0.000369347 0.000283745 0.000311635 0.000283877 0.000352866 0.000352688 0.000286613 0.000236079 0.000226699 0.000155508 0.000316217 0.000314163 0.000209303 0.00018897 0.00020609
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.095439999999999983 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.11930500000000001 -0.094679999999999986 0.24895000000000003 0.037105000000000006 0.016865000000000002 0.097940000000000013 0.0057500000000000008 -0.081624999999999989 0.077800000000000022 0.088495000000000018 -0.0010999999999999996 -0.10071499999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9 10 14 12 13 16 -10 -15 -12 18 -18 -19 21 -21
right_child=1 -3 3 4 5 6 -8 8 9 -11 11 -13 -14 15 -16 -17 17 19 -20 20 -22 -23
leaf_value=-0.00088195971008754169 -0.0007295218080520296 -0.00092922817516185501 -0.00069094378103975876 0.00071181746465801574 -0.00043946261393228603 0.00087855303813970723 -0.00054887195619917717 -0.00058917010342768913 0.0002016442844711457 -0.00062509840405009431 0.00050625828938628153 0.00071597960864612335 -0.00067223417056978243 0.00016771393059769124 0.0010033610693442935 0.0010907760565987434 -0.0010082615011627494 0.00067770514100712147 7.4012272983748747e-05 -0.00031372258805932232 -0.00060866404424858719 0.00057049528432181248
leaf_weight=0.0012685179132391746 0.0011592709180937291 0.0010538425966883638 0.0010900330605418179 0.0018254175061968086 0.0016395103631268162 0.0015041907373278393 0.0010648945912012158 0.0013915131686264423 0.0018695837735827154 0.0012133049988953806 0.0010804807202893238 0.0018745871174605808 0.0016377469288665911 0.0015719201594867069 0.0016552606615237442 0.0010681305914979067 0.0015224146259550262 0.0011869462553779631 0.0011075030733300739 0.0011731059844990455 0.001089887331178499 0.0013611633463859671
leaf_count=592 337 119 263 323 34 229 77 115 118 81 73 106 109 139 113 48 382 226 226 33 120 47
internal_value=0 1.69455e-05 5.12262e-05 8.3635e-05 0.000115095 7.15457e-05 0.000107391 0.000138719 8.52255e-05 0.000133568 0.000184148 8.95095e-05 -2.24344e-06 9.6065e-05 0.000578129 0.000541173 -4.18341e-05 -0.00012142 -0.000552498 0.000114222 -7.03247e-05 0.000161193
internal_weight=0 0.0301407 0.0290869 0.0279276 0.0268376 0.0250121 0.0233726 0.0223077 0.0208035 0.019412 0.0181987 0.0146739 0.0127993 0.0111616 0.00352484 0.00264005 0.0085215 0.00744102 0.00262992 0.0048111 0.00362416 0.00253427
internal_count=3910 3318 3199 2862 2599 2276 2242 2165 1936 1821 1740 1509 1403 1294 231 187 1107 1034 608 426 200 80
is_linear=0
shrinkage=0.00154607


Tree=2104
num_leaves=24
num_cat=0
split_feature=1213 1456 52 128 151 49 133 130 52 15 0 0 3 15 0 16 13 0 3 12 16 2 1375
split_gain=0.000408075 0.000392975 0.00027477 0.000188583 0.000163762 0.000270985 0.000171524 0.00033689 0.00040708 0.000407721 0.000347328 0.000289568 0.000257905 0.000256816 0.000246677 0.00022813 0.000318228 0.000192094 0.000186117 0.000143463 0.000168186 0.000130265 0.000225236
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.086435000000000012 -0.27336999999999995 0.10960000000000002 -0.085714999999999986 -0.0015749999999999998 0.11588000000000002 -0.035939999999999993 -0.079019999999999993 -0.099864999999999995 -0.0066499999999999988 -0.19153499999999998 -0.084304999999999977 -0.0078249999999999986 -0.070174999999999987 -0.017269999999999997 -0.082139999999999977 0.08401500000000002 0.15100500000000003 0.079395000000000007 -0.012944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 14 -8 10 -10 11 13 19 -9 -6 16 -15 -14 -13 -12 -21 -18 -23
right_child=1 2 3 -5 5 -7 7 8 9 -11 12 18 17 15 -16 -17 21 -19 -20 20 -22 22 -24
leaf_value=-0.00086328705961198735 -0.00082516999580602114 -0.00069140549695683893 -0.00048128670881776922 -0.00054973339806876345 -0.00012342613164631762 0.0008107435257839183 -0.00069987628068832164 -0.00051485740315771009 0.00018793808314711421 -0.0010812134866623349 0.0011350809511140355 4.0759022130226841e-06 -0.00040425607881653899 0.00074849598729379507 0.00082263795413182301 0.0009387484915127399 0.00041258216193901145 0.00053262434454616535 -0.00088356423483834017 0.0001990389276562106 0.00097611087097794274 0.00016868704910949327 -0.00059564047136374647
leaf_weight=0.0012841278241856454 0.0012389375699781288 0.0011045443214874875 0.0010361003480952027 0.001041910025713271 0.0010574142250349278 0.0013846308079721896 0.0013112123615007234 0.0011760890461184649 0.001144960546211049 0.0012830998857243361 0.0013107834892582626 0.0010709920673154707 0.0010875892671055182 0.00161808449905676 0.0017474953937964824 0.0010280375428395258 0.0011451086031684099 0.0010079193864599087 0.0011942567343345431 0.001642681459536055 0.0011194878078022441 0.0019973496930090207 0.0017110760879730513
leaf_count=592 332 298 77 172 200 137 195 57 147 188 136 307 75 94 123 63 14 58 239 217 40 27 122
internal_value=0 2.70579e-05 6.4472e-05 9.52616e-05 0.000121035 0.00014596 0.000107045 5.87542e-05 0.000109668 -0.000482741 0.000193738 2.8337e-05 0.000487111 0.000156859 0.000465984 0.000262197 0.000154725 4.63743e-05 -0.000463895 0.000713867 0.000513981 -4.32278e-05 -0.000183975
internal_weight=0 0.0294598 0.0282208 0.0271163 0.0260744 0.0250383 0.0236536 0.0208487 0.0195375 0.00242806 0.0171095 0.010941 0.00616846 0.00867575 0.00280491 0.00749966 0.00647162 0.00209551 0.00226525 0.00407295 0.00276217 0.00485353 0.00370843
internal_count=3910 3318 2986 2688 2516 2439 2302 1979 1784 335 1449 923 526 377 323 320 257 133 546 393 257 163 149
is_linear=0
shrinkage=0.00154607


Tree=2105
num_leaves=16
num_cat=0
split_feature=52 13 1 0 52 51 151 49 4 1 50 16 43 47 47
split_gain=6.86238e-05 0.000113236 9.35414e-05 0.000215588 0.0001587 0.000146647 0.000101282 0.000183153 0.000112281 0.000220785 0.000143151 9.1336e-05 0.000121351 6.2363e-05 9.86807e-08
threshold=-0.24456499999999998 -0.057284999999999996 0.076710000000000014 -0.089879999999999974 -0.091329999999999981 -0.07174999999999998 0.056555000000000001 -0.047309999999999998 -1.0000000180025095e-35 0.10752500000000002 0.088425000000000017 -0.089559999999999987 -0.083899999999999988 0.084155000000000021 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 7 -7 10 14 -9 -5 -13 -11 -10
right_child=2 -3 4 11 5 6 -8 8 9 13 -12 12 -14 -15 -16
leaf_value=0.0003722565461052087 -0.0026161146365604512 -0.0027425104514541979 0.002829531070992021 0.0018238030147457343 -0.0021173088172320334 0.0026874144740912701 -0.0015491133273951531 0.0027494728549940783 -0.0021882525134006552 0.0020473700925659768 -0.00059579421133284269 0.00096287240794202394 -0.0016151259380608966 -0.00015925400358555674 -0.0020914061546130785
leaf_weight=0.0011247102419931418 0.0017608360546037989 0.0010996342756336491 0.0012228988067360816 0.0012382421149520267 0.0011556856763373933 0.0017991860425651011 0.0010448710510586124 0.0014894826050865255 0.0010009708359349735 0.0012285002895427955 0.0010313073751049839 0.0016966747709367992 0.0017848651606996793 0.0012121370800058685 0.0010038708913102379
leaf_count=212 467 237 202 222 139 211 85 205 99 260 322 343 750 85 71
internal_value=0 -0.00116757 0.000114926 -0.000555092 0.000471161 0.000208163 0.00048211 0.000724239 0.000217207 -0.000442634 0.00138085 0.000213825 -0.000358778 0.000951455 -0.00213976
internal_weight=0 0.00222434 0.0186695 0.00648062 0.0121889 0.010966 0.00981033 0.00876546 0.00696627 0.00444548 0.00252079 0.00471978 0.00348154 0.00244064 0.00200484
internal_count=3910 449 3461 1782 1679 1477 1338 1253 1042 515 527 1315 1093 345 170
is_linear=0
shrinkage=0.00690203


Tree=2106
num_leaves=24
num_cat=0
split_feature=1213 14 1456 11 403 1 12 3 3 124 0 157 52 2 3 150 43 0 160 15 16 15 52
split_gain=0.000474628 0.000433927 0.000334777 0.000296052 0.000213178 0.000325574 0.000383207 0.000287594 0.000464488 0.000248421 0.000316077 0.000219673 0.000284281 0.000369934 0.000330962 0.000401886 0.000331941 0.000351285 0.000249325 0.000173768 0.000168576 0.000147147 0.000117827
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 0.03138500000000001 1.0000000180025095e-35 0.088885000000000006 -0.10628499999999998 -0.086589999999999986 -0.048219999999999992 -0.032484999999999993 -0.07686999999999998 0.048490000000000012 0.11203000000000002 0.10420500000000001 0.087235000000000021 -0.074254999999999988 -0.10131499999999999 -1.0000000180025095e-35 -0.068324999999999983 -0.057604999999999996 0.024640000000000006 -0.040174999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 21 -9 -10 11 -11 13 14 15 16 -13 20 -14 -20 -18 -4 -12
right_child=1 -3 3 -5 5 -7 -8 8 9 10 22 12 18 -15 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00092305294710049205 -0.00075919264875142249 -0.00094466388847736697 0.00075871192894368708 -0.00057815777396025151 -0.00051976327118274642 0.001146581366850767 0.00079474023836754114 -0.00091209884299954915 0.00060739933218730078 0.00073245955762343178 -9.0696438095993361e-05 0.00065671209856084302 -0.00019344515650003148 -0.00072044959933575199 0.0007415101642578401 -0.00070792476733328195 -0.0002404393629407233 -0.00089549448831522868 0.0011294160041194783 0.000300431552692862 0.00058374473869037295 5.3553559950593814e-05 -0.00075292599902518278
leaf_weight=0.0012577466770204706 0.0010965612953798753 0.0010184633104351184 0.001981279463371669 0.0014242837328928273 0.0010213385193070792 0.0011433286247630736 0.001016768910146737 0.0011698831891993047 0.0018019699365901384 0.0011680096850537206 0.0010568876959020646 0.0017984710074616089 0.0010277881919445453 0.0017239683463580674 0.0013382880939640796 0.0017560100242898224 0.0011258010972916566 0.0010134487534834702 0.0011294284522825326 0.0011962537136570592 0.0011552488476773651 0.0010350700839980576 0.0014840438713366383
leaf_count=592 310 119 147 123 73 71 91 322 281 211 87 192 243 217 53 58 43 277 58 205 24 53 60
internal_value=0 2.7594e-05 6.21392e-05 9.48095e-05 0.000131473 0.000499187 0.000136015 8.05247e-05 1.45568e-05 7.22955e-05 1.54874e-05 0.000102275 4.6785e-05 -8.22882e-05 5.20875e-05 -8.26254e-05 0.000132972 -0.000152938 0.000428263 0.000703014 0.000176973 0.000516735 -0.000477475
internal_weight=0 0.0296826 0.0286641 0.0275676 0.0261433 0.00318144 0.00203811 0.0229619 0.0199455 0.0187756 0.0169736 0.0144327 0.0132647 0.00991124 0.00818727 0.00684898 0.00509297 0.0032945 0.00335347 0.00232568 0.00228105 0.00301635 0.00254093
internal_count=3910 3318 3199 2889 2766 235 164 2531 2331 2009 1728 1581 1370 864 647 594 536 344 506 263 67 200 147
is_linear=0
shrinkage=0.00151575


Tree=2107
num_leaves=16
num_cat=0
split_feature=11 4 150 52 48 0 2 16 0 150 133 4 13 2 12
split_gain=7.1476e-05 8.58129e-05 0.000106788 0.000128225 9.31089e-05 0.000103501 0.000170861 0.000162663 0.000160158 0.000126507 0.00014325 0.000180356 0.000104335 8.23316e-05 3.17388e-05
threshold=0.088315000000000018 0.27608500000000008 -0.081029999999999977 0.18936500000000003 0.097140000000000018 0.10302000000000001 0.11085000000000002 0.26538000000000006 -0.069794999999999982 0.086420000000000011 -0.090054999999999982 0.15927500000000003 -0.076679999999999984 0.083185000000000023 0.094195000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 -4 12 -12 -14 -7
right_child=-2 -3 3 -5 -6 14 -8 -9 -10 -11 11 -13 13 -15 -16
leaf_value=0.0022521350040544106 -0.0019660789457670784 0.0015750275001772799 -0.0021526013287801091 -0.0026891688822144686 0.0015433188368313786 0.00037667456264397196 -0.0032650778987592531 -0.0026959358374076172 0.0027571688940126772 -0.0022009067377964609 -0.0019910473508288912 0.0031820004745286971 -0.00043490379818350236 0.0019557022650430636 0.0022286191581278383
leaf_weight=0.0010293147633276814 0.0010043585929572071 0.0019266220170403121 0.0012061989711463763 0.0011030375428041006 0.0018032534051668761 0.0010552236282123104 0.0011499853713096081 0.0013169165276733169 0.0011215241359385656 0.001517575079956035 0.0011262935692976208 0.0012542314988639447 0.0017749277525978581 0.0014700768929734598 0.0010117786375625215
leaf_count=109 145 394 357 420 230 70 254 214 167 175 534 56 245 495 45
internal_value=0 7.67055e-05 -8.42e-05 -0.000226405 -5.45597e-05 -0.000260303 -0.000527556 -0.000235733 0.000106358 -0.000249714 0.000183717 0.000684659 -3.18885e-05 0.000648107 0.00128318
internal_weight=0 0.019867 0.0179403 0.016911 0.015808 0.0140047 0.0119377 0.0107877 0.00947083 0.0083493 0.00683173 0.00562553 0.0043713 0.003245 0.002067
internal_count=3910 3765 3371 3262 2842 2612 2497 2243 2029 1862 1687 1330 1274 740 115
is_linear=0
shrinkage=0.00747098


Tree=2108
num_leaves=26
num_cat=0
split_feature=14 1213 51 1 47 147 11 52 47 15 160 42 403 51 1 457 12 2 15 151 2 13 52 1 2
split_gain=0.000532296 0.000491299 0.000405381 0.000291649 0.000458865 0.000391738 0.000401019 0.000351551 0.000356047 0.000282537 0.000439491 0.000316341 0.000247909 0.000264462 0.000240855 0.000316068 0.000289867 0.000606259 0.000233101 0.0002068 0.000312771 0.000274633 0.000194575 0.000211596 0.000138966
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.088565000000000019 0.089560000000000015 0.28122000000000008 0.10783500000000001 0.088190000000000004 -0.081069999999999989 0.08622500000000001 0.084685000000000024 -0.07174999999999998 0.11507500000000002 -0.0034949999999999994 0.085945000000000008 0.092745000000000008 -0.031229999999999997 0.056555000000000001 0.075670000000000015 -0.084084999999999979 -0.069134999999999988 0.077800000000000022 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 18 -11 13 -12 15 -15 19 -18 -4 20 -17 -22 -23 -24 -19
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 11 12 -13 -14 14 -16 16 17 24 -20 -21 21 22 23 -25 -26
leaf_value=-0.00088882060985227363 -0.0010603435715845495 -0.00084539310798645046 0.00010951471245643117 0.00069750676215337586 -0.00083567409096177317 0.00094595399459578163 -0.00076740068538006336 -0.00070259602061930324 0.00096256842559594229 3.6296943619446279e-05 -0.00073118475381604611 0.00088321893000558823 -0.00070003738060146422 -0.00069781980796249164 -0.00065314473502362956 -0.0001161136028742655 -0.0010481977355441764 0.00057901170695918752 0.0010058975412053806 -0.00030181830262854107 -8.7385345413624126e-05 0.00027678697683608923 0.00047111306024790644 0.0012696006027404661 -0.00010780865959801567
leaf_weight=0.0012391991931724597 0.0010164604094876897 0.00104415925688811 0.0011551243386354812 0.0015307907410572639 0.0012033730123062183 0.0010741128334052488 0.0012197178999748806 0.0011376623842085922 0.0010339219382151646 0.0019001692804366801 0.0010343288719390923 0.0018450474929113669 0.0012320374058590869 0.0010086341548444242 0.0010099257027765271 0.0019095974442125997 0.0011827318945587537 0.0011866510911073339 0.0013187364187760278 0.0010501893635037618 0.0010745422464132365 0.0013393354724829352 0.001181355968293352 0.001744774354445866 0.0013217615276016614
leaf_count=578 126 126 191 154 94 144 95 321 57 220 221 233 101 121 142 101 243 61 162 36 113 62 77 34 97
internal_value=0 1.05677e-05 4.68256e-05 7.81991e-05 4.45377e-05 8.38258e-05 4.80531e-05 8.83759e-05 0.000126621 8.81986e-05 1.52253e-05 0.000453525 -7.17348e-05 -2.0279e-05 3.22076e-05 8.5452e-05 0.000151338 -0.000188329 0.000587348 0.000302397 0.000389925 0.000570885 0.000736714 0.00094723 0.000217104
internal_weight=0 0.0319779 0.0307387 0.0296945 0.0281637 0.0269604 0.0258862 0.0246665 0.0235289 0.0224949 0.0187497 0.00374522 0.0162759 0.0150438 0.0140095 0.0129996 0.0119909 0.00369114 0.00247386 0.00829979 0.00724961 0.00534001 0.00426547 0.00292613 0.00250841
internal_count=3910 3784 3206 3080 2926 2832 2688 2593 2272 2215 1762 453 1409 1308 1087 945 824 401 353 423 387 286 173 111 158
is_linear=0
shrinkage=0.00145689


Tree=2109
num_leaves=24
num_cat=0
split_feature=14 1213 1456 52 157 38 124 40 48 13 16 16 2 12 1 4 52 457 3 15 4 42 52
split_gain=0.000604626 0.000428485 0.000322518 0.000289281 0.000359165 0.000259263 0.000405288 0.000383004 0.000376238 0.000387485 0.000412015 0.000378185 0.000292614 0.000253792 0.000226531 0.0003052 0.000191277 0.000191248 0.0001887 0.000154568 0.000206274 0.000145277 0.000112651
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.12649500000000002 -0.094679999999999986 0.24895000000000003 0.032820000000000009 0.091525000000000009 0.10129000000000001 0.10113500000000002 0.25367000000000006 -0.0025949999999999997 0.083585000000000007 -0.073984999999999981 -0.099824999999999983 -0.076329999999999995 -1.0000000180025095e-35 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 12 11 13 -9 14 16 -16 17 -11 -12 -18 21 -21 -14
right_child=-2 2 3 4 5 -7 7 8 -10 10 18 -13 22 -15 15 -17 19 -19 -20 20 -22 -23 -24
leaf_value=-0.0008788456345653387 -0.0012194957589659087 -0.00074580475518331365 -0.00072212496250002899 0.00078228426796631012 0.00090498167648375943 -0.00067082006237829028 -0.00071611071833026295 9.7944076905412224e-05 -0.00071889887131771182 -0.00088392537361772511 0.0010928854656863684 -0.00072240353629319371 0.0013137282610598813 -0.00056205067170171142 0.001217960432607144 0.0001228274102410625 0.00055975763142287983 -2.137955208534953e-05 0.00017780621063337508 -0.00010985727160525217 -0.00047405595506183791 0.00063240538919635207 0.00060140050301171852
leaf_weight=0.0012806979606976429 0.0010192185441918458 0.0012084757005107393 0.0010621962024177636 0.0018787290458560984 0.0014704000160717717 0.0011289247066415256 0.0015122962939280856 0.0016143933708160285 0.001298974104760652 0.0010064803355444582 0.0012398743453357897 0.0017923990177924351 0.0011802137624519482 0.0014843423457805158 0.001005683904284905 0.0017071185048826432 0.0017515970150050967 0.0017522139778165524 0.0010226431386559645 0.0012998015190163218 0.0014653289038905589 0.0013234023939307964 0.0010374501190335561
leaf_count=578 126 312 290 323 231 77 117 100 73 197 61 115 89 201 43 102 69 59 48 232 254 159 54
internal_value=0 1.45956e-05 5.24302e-05 8.56544e-05 0.000116328 6.83797e-05 0.000101807 5.15398e-05 0.000104352 0.000156056 5.31229e-05 -4.39875e-05 0.000608687 5.10418e-05 0.000131493 0.000528813 6.14514e-06 -0.00033607 0.000679276 0.000167797 -1.25653e-07 0.000264613 0.000980493
internal_weight=0 0.0315236 0.0302429 0.0290345 0.0279723 0.0260935 0.0249646 0.0234942 0.0219819 0.0206829 0.0168509 0.0145884 0.00383206 0.012796 0.0113116 0.0027128 0.00859882 0.00275869 0.00226252 0.00584013 0.00408853 0.0026232 0.00221766
internal_count=3910 3784 3206 2894 2604 2281 2204 1973 1856 1783 1540 1431 243 1316 1115 145 970 256 109 714 645 391 143
is_linear=0
shrinkage=0.00157699


Tree=2110
num_leaves=23
num_cat=0
split_feature=14 1213 1456 52 157 38 124 48 40 14 3 1374 133 42 15 52 4 0 15 2 1 4
split_gain=0.000412123 0.00040421 0.000332028 0.000323403 0.000283799 0.000209684 0.000413117 0.000326956 0.000386675 0.000313167 0.000427702 0.000243625 0.000276496 0.000311153 0.000335383 0.000529868 0.000508068 0.000272007 0.000203292 0.000174482 0.000133621 9.20953e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 1.0000000180025095e-35 -0.048219999999999992 0.12649500000000002 -0.062739999999999976 -0.45687499999999998 0.10420500000000001 -0.094679999999999986 0.091545000000000015 0.088115000000000013 -0.029114999999999999 0.086950000000000013 -0.030814999999999995 -0.083424999999999985 -0.090674999999999992 0.088485000000000022 0.092550000000000007 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 -10 11 -11 13 14 20 16 17 -16 -12 -15 21 -13
right_child=-2 2 3 4 5 -7 7 -9 9 10 18 12 -14 19 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00082488592074553019 -0.00092140899730599373 -0.00073122133138367939 -0.00072772784161019241 0.00067152909140987362 0.00085490354175477826 -0.0005867304960478065 -0.00068659072072245117 -0.000682540787028031 -0.00063898747340235859 -0.00059717281561648872 0.00016895011552329651 0.00030250399463077019 -0.00041755893852251388 0.00025613060806667799 0.00098060750314428566 -0.0010651274858301544 -0.00073573620701832747 -5.7070857356527747e-05 0.00098712363324223069 0.00090489236815799435 5.4947189834264154e-05 0.00085163020101219119
leaf_weight=0.0012201456283423969 0.0010799326932856004 0.001158218099439042 0.0010508642188628006 0.001866593829382499 0.0014964284211598502 0.0010270197144788542 0.0013179949094217101 0.0012743806319921438 0.0010648111219495595 0.0010578262490525949 0.0010213322426318172 0.001412255689379173 0.0017236121904786886 0.0018190564308825383 0.0011895253773643501 0.0011972973973444212 0.0011093990646976522 0.0010504635752919267 0.0019530448714990536 0.0018429095232617779 0.0019574720876185808 0.0012909737213797345
leaf_count=576 135 310 290 323 231 77 112 78 27 21 82 156 431 159 87 147 117 145 99 118 105 84
internal_value=0 1.29132e-05 4.83074e-05 8.08744e-05 0.000112733 7.0684e-05 9.90782e-05 4.83188e-05 9.2654e-05 0.000144815 0.000189625 9.14552e-05 0.000141373 0.000216232 7.05097e-05 -0.00021664 8.66671e-05 0.000493979 0.000706182 0.000582624 0.000350635 0.000564749
internal_weight=0 0.0301016 0.0288815 0.0277233 0.0266724 0.0248058 0.0237788 0.0222824 0.021008 0.01969 0.0186252 0.0156508 0.014593 0.0128694 0.00920739 0.00454669 0.00334939 0.00223999 0.00297438 0.00366197 0.0046607 0.00270323
internal_count=3910 3775 3199 2889 2599 2276 2199 1968 1890 1778 1751 1570 1549 1118 841 496 349 232 181 277 345 240
is_linear=0
shrinkage=0.00148603


Tree=2111
num_leaves=15
num_cat=0
split_feature=147 484 48 4 0 49 42 47 52 16 52 403 52 2
split_gain=7.7989e-05 0.000148655 0.000119337 0.00012201 0.000157685 9.95182e-05 0.000157012 0.00015541 0.000113722 0.000158969 0.000123906 0.000150263 0.000111059 0.000109543
threshold=0.087265000000000023 -0.0043499999999999988 0.12675000000000003 0.28937500000000005 -0.23029999999999998 -0.14917999999999998 0.10217500000000002 0.10783500000000001 -0.16207999999999997 -0.089864999999999987 -0.048794999999999991 0.03138500000000001 0.083750000000000005 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -7 13 -11 12 -12 -10
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 11 -13 -14 -15
leaf_value=-0.0024278599323541701 0.0018761842933161187 0.0022135525836690295 -0.002282386037070813 0.0019476205875560528 0.0019043026184811229 -0.0025834820623818508 -0.0029727649390144913 0.0020367667648841844 -0.0030002662500342634 0.0020356086330627532 -0.001998791778989891 0.002056486071280002 0.00038003093319704661 -0.0003972778846372682
leaf_weight=0.001292958297936817 0.0010206550787766671 0.0014317892765589547 0.0010367859605271415 0.0017362748744666678 0.0010048976522152248 0.0011127395040661349 0.0010757676819565598 0.0014044684826319273 0.001371796763195301 0.0017219743130426884 0.0019572885597271177 0.0011745604663913056 0.001933679448895935 0.0019267685312558749
leaf_count=588 191 49 102 306 66 317 304 97 331 296 399 157 525 182
internal_value=0 -0.000118469 3.96117e-05 0.000174466 -1.65702e-05 -0.000234023 -0.00039111 -0.00017075 -0.0004476 -0.00021196 0.000404181 -0.000150406 -0.000816597 -0.0014798
internal_weight=0 0.0201817 0.0188888 0.017852 0.0161157 0.0146839 0.013679 0.0126033 0.0111988 0.0100861 0.0067875 0.00506553 0.00389097 0.00329857
internal_count=3910 3719 3131 3029 2723 2674 2608 2304 2207 1890 1377 1081 924 513
is_linear=0
shrinkage=0.00704007


Tree=2112
num_leaves=22
num_cat=0
split_feature=14 1213 1456 52 1374 11 1 13 3 2 47 52 3 133 0 3 15 3 16 16 15
split_gain=0.000379879 0.000380963 0.000352435 0.000296938 0.000230994 0.000248979 0.000222047 0.000443932 0.000305238 0.000482441 0.000375409 0.000279249 0.000278861 0.000262097 0.000296264 0.000438326 0.000616716 0.00017854 0.000166934 0.000153489 0.000337834
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.0010249999999999997 0.090325000000000003 0.075670000000000015 0.09550500000000002 -0.012244999999999997 -0.077689999999999995 0.10681500000000001 -0.060094999999999989 -0.084129999999999996 0.083935000000000023 -0.077104999999999993 0.20277000000000003 0.054425000000000008 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 13 11 9 10 -9 -8 -13 14 15 -6 17 -17 -16 20 -10
right_child=-2 2 3 4 5 -7 7 8 19 -11 -12 12 -14 -15 18 16 -18 -19 -20 -21 -22
leaf_value=-0.0008466480171936034 -0.00094136588253520258 -0.00080531547238584715 -0.00072264132768754365 -0.00048070187701460378 -0.00092447575227143971 -0.00051176082520016351 0.001206567241060898 -0.0005070112094748817 -0.00046323641361900819 0.00099547317475394176 0.00071361430900661424 0.0009131357831241322 -6.6691215420174572e-06 -0.00070415294923648552 0.00018964112422989416 5.1565930504495062e-05 0.0008910213039651807 -0.00087990080812295167 0.0009375623305234623 -0.00065919100233212207 0.00050601940833514209
leaf_weight=0.0012201077273413649 0.0010669508332012403 0.0011417434646554111 0.0010772324394739954 0.0014916064484093985 0.0012948333585637789 0.0013068761996528613 0.0017388824253260909 0.00162382294798946 0.0018836442220013794 0.0019662863746509364 0.0010203426186881082 0.001545489233055192 0.0017454417091310971 0.0011400763520222059 0.0018782125812322184 0.0010015978251588517 0.0015628990324940695 0.0010463786269237349 0.0012269519388254935 0.0011778613025050788 0.0017026812875129416
leaf_count=576 135 310 290 66 355 75 276 108 60 154 22 189 335 276 53 191 131 157 27 53 71
internal_value=0 1.6311e-05 5.31607e-05 8.88924e-05 0.000122064 0.000158227 0.000195399 0.000317435 0.00011465 0.000403913 -3.59907e-05 0.00069539 0.00042529 3.30188e-06 0.000103984 -0.000137294 0.000144983 -0.000424351 0.000485169 -0.000165279 -3.06241e-06
internal_weight=0 0.029793 0.0285729 0.0274311 0.0263539 0.0248623 0.0235554 0.0144045 0.00937464 0.00461045 0.00264417 0.00502981 0.00329093 0.00915095 0.00801087 0.00490571 0.00361088 0.00204798 0.00310516 0.00476419 0.00358633
internal_count=3910 3775 3199 2889 2599 2533 2458 1268 468 284 130 800 524 1190 914 834 479 348 80 184 131
is_linear=0
shrinkage=0.00157699


Tree=2113
num_leaves=25
num_cat=0
split_feature=1213 14 52 1456 1374 38 124 40 13 16 16 12 157 4 12 42 0 1 0 0 42 4 16 16
split_gain=0.000490465 0.000409064 0.000311087 0.000307715 0.000303869 0.00022094 0.000481879 0.00030961 0.000345285 0.000417699 0.000493471 0.000326852 0.000236817 0.000294931 0.00026803 0.000174766 0.000169645 0.000236747 0.000426292 0.000311801 0.00022126 0.000331997 0.000253507 0.000157779
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.42985499999999993 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 -0.094679999999999986 0.28937500000000005 0.10994000000000002 0.088375000000000023 -0.077534999999999979 0.41452500000000009 0.10129000000000001 0.083815000000000014 -0.23029999999999998 0.10956 -0.10209999999999998 -0.099864999999999995 0.088235000000000022 -0.056579999999999991 -0.084184999999999996 -0.077034999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 11 10 12 -9 -10 14 16 -13 -14 18 -18 -20 21 22 -21 -15
right_child=1 -3 3 4 5 -7 7 8 9 -11 -12 15 13 23 -16 -17 17 -19 19 20 -22 -23 -24 -25
leaf_value=-0.00099304148083794786 -0.00078740991664143049 -0.00096224160432948605 -0.00073959469741934601 -0.00056450555121937448 0.0010122115312421057 -0.00053284786749295922 -0.00057247428522256964 0.001097693315351714 0.00079351352915279854 0.00080732183964523892 -0.00082904027397286259 0.00060219875302269864 0.0007840370451152219 -9.1650707539090554e-05 -0.00063980705898076943 -0.00029770529409504394 -0.00069355863596478337 0.00085366669969855256 0.001027096070808374 -0.00038725290253445037 0.00059569298733700348 -0.00084965531412324385 0.00064951364511354256 -0.00098281904542057942
leaf_weight=0.0012881064892557711 0.0010946216502935027 0.0010601243086224279 0.0011225933659892709 0.0015857328830346509 0.0017256742669806589 0.0011376303803991216 0.0015122124170515025 0.001866104945424797 0.0011570914649690631 0.0018471370526733635 0.001666323162656024 0.001209871528392803 0.001207490966316443 0.001057458143524849 0.001038640806464681 0.0010369195975336032 0.0016081538245935551 0.001062397301435411 0.0010668612455303145 0.0010932102348425394 0.0014796011875771731 0.001165910961546124 0.0013811652187074586 0.0010002380630171901
leaf_count=592 337 119 263 66 258 83 128 170 185 90 89 29 55 76 196 70 77 53 19 133 328 253 213 28
internal_value=0 1.98105e-05 5.4372e-05 8.61144e-05 0.000119331 0.000160531 0.000191855 0.000131502 0.000180014 8.3112e-05 -5.76026e-07 0.000600136 9.58388e-05 3.45011e-05 0.000138159 0.000186883 0.000218442 0.000141336 4.42497e-05 0.000236032 7.11934e-05 -0.00014199 0.000191457 -0.000524844
internal_weight=0 0.0311832 0.030123 0.0290284 0.0279058 0.0263201 0.0251825 0.0234568 0.0219446 0.0178317 0.0159845 0.0041129 0.0143182 0.0131611 0.0111034 0.00224679 0.0100648 0.0088573 0.0077949 0.00618675 0.00511989 0.00364029 0.00247438 0.0020577
internal_count=3910 3318 3199 2862 2599 2533 2450 2192 2064 1795 1705 269 1616 1431 1327 99 1131 1076 1023 946 927 599 346 104
is_linear=0
shrinkage=0.00160853


Tree=2114
num_leaves=17
num_cat=0
split_feature=128 41 3 3 16 156 1374 16 0 12 1 3 0 4 42 12
split_gain=7.41148e-05 0.00010466 0.000117985 0.000154852 0.000105453 9.36011e-05 8.83614e-05 8.90569e-05 0.000142751 0.000122756 0.000160299 0.000155936 0.000133404 0.000132048 9.53269e-05 7.62658e-05
threshold=1.0000000180025095e-35 0.078535000000000008 -0.11266 -0.084129999999999996 0.066275000000000014 0.090135000000000007 -0.095439999999999983 -0.19424999999999998 -0.15713499999999997 1.0000000180025095e-35 0.094485000000000013 0.082730000000000012 -0.15137999999999999 0.0033150000000000007 0.084175000000000014 0.095295000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 8 -8 10 12 -12 -9 15 -10 -11
right_child=-2 -3 3 5 -6 -7 7 9 14 13 11 -13 -14 -15 -16 -17
leaf_value=0.0025805453241207706 -0.0018412383271638032 -0.002084937091348354 -0.0021108635044517769 -0.0015471740390248451 -0.00020602341411889518 -0.0018611365382306196 -0.0023097280901174196 0.0019013607802017341 0.0021552678405635291 0.0015775253543946566 0.0048074875689251804 0.0014188088142761148 -0.0010431475830353532 -0.0022245770082691941 -0.00084528038203891863 -0.00073427146640630842
leaf_weight=0.0016853109591229458 0.0010159945220047885 0.0010207536042109991 0.0015534911437603818 0.0011075360939845078 0.0010500332172707072 0.0010007357387379354 0.0012696136004007857 0.0013767012076519869 0.0010016896085209377 0.0016855214096145738 0.0010107644787911273 0.0017970315505179135 0.0015676334442159597 0.0010469582231197663 0.0010159772567994024 0.0011393107996934895
leaf_count=187 296 175 760 37 130 248 120 60 118 706 152 130 103 277 138 273
internal_value=0 6.8938e-05 0.000182805 -3.63869e-05 0.00151085 0.00017818 0.000323758 0.000484248 -0.000496562 0.000819267 0.0014588 0.00263868 0.000333635 -0.000130857 0.00064437 0.000645132
internal_weight=0 0.0203291 0.0193083 0.016573 0.00273534 0.0150195 0.0140187 0.0129112 0.00328728 0.00962392 0.00575213 0.0028078 0.00294433 0.00387179 0.00201767 0.00282483
internal_count=3910 3614 3439 3122 317 2362 2114 2077 376 1701 445 282 163 1256 256 979
is_linear=0
shrinkage=0.00690203


Tree=2115
num_leaves=25
num_cat=0
split_feature=14 1213 1456 13 13 2 15 132 124 52 47 12 42 43 157 4 13 160 4 151 47 16 0 4
split_gain=0.000535546 0.000412614 0.000247146 0.000247359 0.000281131 0.00026155 0.000300802 0.000251656 0.000233063 0.000275977 0.000410698 0.000318656 0.000265184 0.000290581 0.000262978 0.000354039 0.000212834 0.000199011 0.000345503 0.000212478 0.000208485 0.000269552 0.000162856 0.000133933
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 -0.042544999999999993 0.079995000000000011 -0.048219999999999992 -0.092854999999999979 0.10843500000000002 0.10058500000000002 0.088345000000000021 -0.084059999999999982 -0.07637999999999999 0.41452500000000009 -0.39373999999999992 0.086110000000000006 0.0057500000000000008 -0.024429999999999997 0.09550500000000002 -0.083144999999999983 -0.082074999999999995 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -5 10 -10 12 13 -11 -15 17 -7 19 -19 -16 21 23 -14 -21
right_child=-2 2 3 7 5 16 -8 -9 9 11 -12 -13 22 14 15 -17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=-0.00081305290684749432 -0.0010892254062743012 -0.00064850333736808348 -0.00032001858088448703 0.00057003572588121363 -0.00042385234415940487 0.0013836119111166499 0.00061381911945428971 0.00056896787978402881 -0.00091983724688514824 -0.0007503691198079772 0.00025370739779110815 -0.00066761501355332782 0.00098676060583650525 0.00079145149217461983 0.00083998510932893307 -0.00070785279239578454 0.00049921201175195755 -0.00077827344080248382 0.00033274692220949093 0.00062971685106760539 0.00070446824991050655 -0.00051731818296797227 0.00020360375195759247 -7.8009982361119376e-05
leaf_weight=0.001294351085622438 0.0010233637635774498 0.0010875966609638415 0.0011774280668817028 0.0013755670238108217 0.0011445213340757279 0.0010056835111040968 0.0014612815365582189 0.0017272063277046215 0.0019149488800274629 0.0011485005959146624 0.0010668365521502299 0.0014904710680421337 0.0010064248551098914 0.001001258160818628 0.0011088551372992576 0.0014820315256507408 0.0016523053468602833 0.0013832514953129316 0.0012017921510469876 0.0012187602496465076 0.0010720949195333063 0.001662275718299586 0.001548924624842637 0.0012387847230476406
leaf_count=578 126 312 53 226 100 79 91 232 415 205 51 236 154 89 65 55 114 43 27 91 33 187 242 106
internal_value=0 2.49656e-05 6.09101e-05 8.74338e-05 0.000349527 0.000499294 0.000158053 1.28929e-05 -3.30163e-05 -7.54583e-05 -0.000499961 9.61658e-07 6.70731e-05 -2.37648e-05 4.96364e-05 -2.20032e-05 0.000833836 9.23871e-05 -0.000261758 0.000237684 0.000109048 -4.58974e-05 0.00051205 0.00027297
internal_weight=0 0.0314712 0.0301768 0.0290892 0.00644122 0.00526379 0.0026058 0.022648 0.0209208 0.0195452 0.00298179 0.0165634 0.015073 0.0125176 0.0113691 0.0103678 0.00265799 0.00888581 0.00258504 0.00630077 0.00519192 0.00411982 0.00255535 0.00245754
internal_count=3910 3784 3206 2894 437 384 191 2457 2225 1999 466 1533 1297 901 696 607 193 552 70 482 417 384 396 197
is_linear=0
shrinkage=0.00151575


Tree=2116
num_leaves=16
num_cat=0
split_feature=0 16 47 123 130 42 48 50 1 15 3 0 12 48 3
split_gain=8.62711e-05 0.000106412 0.00017913 9.75787e-05 0.000139187 0.000200605 0.000205755 0.000167028 0.00015094 0.000126843 9.40853e-05 0.000126992 0.000286333 0.000182828 2.47006e-05
threshold=0.18055000000000002 0.31524000000000002 0.10843500000000002 1.0000000180025095e-35 -0.081969999999999987 -1.0000000180025095e-35 0.12649500000000002 0.086465000000000014 0.10498500000000001 -0.091024999999999981 -0.100615 -0.10071499999999999 0.091405000000000014 0.084500000000000006 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 10 -10 -7 13 -13 14 -12
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.0021990363488164745 0.0018827173100116439 -0.0033127896735833276 0.00046178407593918785 0.0017989480525148088 -0.0024999564806465701 0.0014370008871795294 -0.0028369165755110426 -0.0019157942389706568 0.00065154185360516523 0.0035302861136783689 0.0010481340708972504 -0.0028730456278055691 0.0014630593255931428 -0.0011407094742966457 0.0023927899341216205
leaf_weight=0.0011014239261532407 0.0010006005856787589 0.001142687400586608 0.0010728431659615678 0.0013102434281915569 0.0015579095975426635 0.0017822955209747778 0.0010367156099644345 0.0014195657638171504 0.0016247838386768687 0.0011506676183054851 0.0013310956234868776 0.0018826367807028869 0.0010407439292448376 0.0017864153878537348 0.0010964803104469567
leaf_count=146 44 316 72 302 827 143 84 465 169 130 72 741 266 69 64
internal_value=0 -0.000112583 -0.001485 5.52131e-05 -8.06951e-05 -0.000240534 8.20348e-06 0.00023311 0.000493946 0.00184503 7.35411e-05 -0.000266933 -0.00132936 0.000470108 0.00165548
internal_weight=0 0.0203365 0.00221553 0.018121 0.0168107 0.0157093 0.0141514 0.0131147 0.0116951 0.00277545 0.00891967 0.00713737 0.00292338 0.00421399 0.00242758
internal_count=3910 3866 388 3478 3176 3030 2203 2119 1654 299 1355 1212 1007 205 136
is_linear=0
shrinkage=0.00663402


Tree=2117
num_leaves=16
num_cat=0
split_feature=484 50 48 4 0 0 48 52 133 13 2 4 47 43 3
split_gain=7.36736e-05 9.94924e-05 0.000113777 0.000148449 0.000141021 8.85801e-05 0.000197071 0.000143505 0.000207805 0.000251862 0.000185816 0.000157086 0.000146761 6.13894e-05 1.46958e-05
threshold=-0.0043499999999999988 0.10030500000000002 0.11930500000000001 0.28937500000000005 -0.23029999999999998 -0.18087499999999998 0.092755000000000018 0.11401500000000002 -0.090054999999999982 -0.094679999999999986 0.097135000000000013 -0.082054999999999975 0.09550500000000002 -0.084699999999999984 0.14320000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 14 11 -11 13 -13 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.0016809873970288949 0.0022405926011350385 0.0023040957058644007 -0.0023996459831520426 0.002389185992050609 -0.002404789498760899 -0.0031059132048858675 0.0030047573789411656 -0.0028900558443424296 0.0032453295382461277 0.0019849486488464473 -0.0025648942947183589 -0.00020636256197323471 0.0013414546476865935 -0.0025751062726421621 0.0019500972799943199
leaf_weight=0.0014448864681146324 0.0013679494600786725 0.001123244475207944 0.0011078003537856587 0.0015261769524624593 0.0010930617452515863 0.0012268838146946319 0.0010599312590882587 0.0012291505638740369 0.0010351583390746369 0.0020006908832305575 0.0017794084725580722 0.0010291579242689992 0.0014463709289156412 0.0016603875171651936 0.0010002011761101048
leaf_count=612 50 292 110 351 43 362 162 274 70 427 364 198 88 448 59
internal_value=0 0.00010179 -3.14759e-05 0.000118827 -9.87081e-05 -0.000318485 -0.000149153 -0.000418583 -0.000146822 0.000217998 -0.000396732 0.000231961 -0.000616021 -0.0016687 0.00260884
internal_weight=0 0.0196856 0.0185623 0.0174545 0.0159284 0.0145604 0.0134673 0.0124074 0.0111783 0.00995138 0.00791602 0.00613661 0.00413592 0.00268955 0.00203536
internal_count=3910 3298 3006 2896 2545 2495 2452 2290 2016 1654 1525 1161 734 646 129
is_linear=0
shrinkage=0.0076204


Tree=2118
num_leaves=24
num_cat=0
split_feature=1213 1456 52 14 157 42 133 403 0 16 15 4 15 15 1 47 4 48 49 42 1 52 15
split_gain=0.000540289 0.000410821 0.000252871 0.000175158 0.000307573 0.000210682 0.00045511 0.000313015 0.000244228 0.000351529 0.00034796 0.000263752 0.000254827 0.000196684 0.000179464 0.000226587 0.000208563 0.000351961 0.000239455 0.000173917 0.000117665 0.000105275 8.55808e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 0.056865000000000006 -0.073574999999999988 0.088115000000000013 0.091545000000000015 0.092300000000000007 0.039665000000000006 0.15737500000000001 0.085285000000000014 -0.032604999999999995 -0.016339999999999997 -0.45726999999999995 0.13148500000000005 0.096300000000000011 0.0057500000000000008 0.087945000000000009 -0.045004999999999996 0.095565000000000011 0.092550000000000007 0.084240000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 19 8 10 -10 11 21 13 -13 15 16 17 -15 -18 -7 -20 -6 -21
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 18 -19 20 22 -22 -23 -24
leaf_value=-0.0010891519974294717 -0.00092711649299985 -0.00074625558370746607 0.00078152471710187454 -0.00058258544911878561 0.00082810831801633531 0.00096805851403904282 -0.00063670917231815113 0.00077165926005856936 0.0011047432994056444 -0.00022832060458812258 -0.0008715655729845496 -0.00072045745540889265 -0.0009021946961243726 0.0001669007204343507 0.00057051516923952285 -0.00072050168106059574 0.00096260802162403752 -0.0010559416469125055 0.0003863779818444576 -2.3407399184095052e-05 -0.00038654421344913972 0.0001011607422442557 0.00059398535254287803
leaf_weight=0.0012453132935343883 0.0011924922373950505 0.0010151980585183648 0.0017368740120080597 0.0010063000695315618 0.0010594411826510214 0.0018430344736830662 0.0010097372834080194 0.0012522219723803954 0.0010674884346908642 0.001062504793168273 0.0016211595531892839 0.0011459359148327216 0.0011432718015367211 0.0016723494033166883 0.0012771921164873761 0.0012873039652707141 0.0010561034942264541 0.0010200540414433829 0.0010786834856047339 0.0011563771209381988 0.0010426946816236571 0.0010859326138046299 0.0012661110199463366
leaf_count=592 332 298 323 97 48 209 309 111 80 43 318 72 120 146 77 107 69 123 116 122 35 94 69
internal_value=0 1.52286e-05 5.6994e-05 8.84901e-05 0.000115628 6.56622e-05 0.000353772 -1.93773e-05 -7.8977e-05 0.000439771 -0.000155231 -6.49912e-05 -0.000170051 -8.268e-05 3.97151e-06 -9.71276e-05 3.95824e-05 -0.00029639 0.000324265 0.000588239 6.47313e-06 0.000460146 0.000299272
internal_weight=0 0.0280985 0.026906 0.0258908 0.0248845 0.0231476 0.00527526 0.0178723 0.0166201 0.00212999 0.0144901 0.012869 0.0107236 0.00958032 0.00843438 0.00715719 0.00586989 0.0026924 0.00317748 0.00426552 0.00212138 0.00214537 0.00242249
internal_count=3910 3318 2986 2688 2591 2268 709 1559 1448 123 1325 1007 865 745 673 596 489 269 220 400 151 142 191
is_linear=0
shrinkage=0.0016407


Tree=2119
num_leaves=18
num_cat=0
split_feature=403 484 11 484 3 160 15 133 16 42 0 48 52 1 4 1 15
split_gain=7.33557e-05 0.000105295 0.000118062 7.47319e-05 9.70274e-05 7.73317e-05 7.12227e-05 0.000150001 0.000151975 0.000132404 0.000129656 0.000190067 0.000188008 0.000104706 7.95671e-05 7.31714e-05 3.68186e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 -0.0043499999999999988 -0.14218999999999996 0.099550000000000013 0.083935000000000023 0.090085000000000012 -0.45301499999999995 0.08622500000000001 -0.13027499999999997 0.085265000000000021 0.091715000000000005 0.095575000000000007 0.0021050000000000005 0.12019000000000001 0.091435000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 16 11 -10 13 14 -12 -15 -8
right_child=1 -3 -4 4 5 -7 9 -9 10 -11 12 -13 -14 15 -16 -17 -18
leaf_value=-0.0018069048698428755 -0.0013212974685966345 -0.0021362426965308742 -0.0018795126235643458 0.0025381878384141947 -0.0017220028376320447 -0.0013175390638336065 0.0011954737606624801 -0.0024408381268062741 0.0040809166396684939 0.0030989759156216587 -0.0028407550680159032 -3.7761604574664603e-05 0.0024917328386270567 0.0020720821652216977 -0.00012482040176024648 -0.00064845990099624115 -0.00074048766647006562
leaf_weight=0.0011208502079557764 0.0012673766158025094 0.0010464322218131502 0.0013057347691879237 0.0011102758680847378 0.0013773955683839536 0.0013260194903975111 0.0010101106307258698 0.0010004416695336979 0.0013212827739101027 0.0013954871639522137 0.0011795075616594214 0.0010267051657356641 0.0014703673673257533 0.001004042482567899 0.0010526005962130103 0.0010355741723530221 0.0010161326427717277
leaf_count=930 526 264 206 92 148 124 133 179 66 225 306 84 143 141 100 121 122
internal_value=0 8.10534e-05 0.000203824 0.000358444 0.000488842 0.000339303 0.000497479 0.000203488 0.000482918 0.00139687 0.000858321 0.00227994 0.00027701 -0.000485319 -0.00156 0.000690782 0.000224616
internal_weight=0 0.0199455 0.0188991 0.0175933 0.0163259 0.0152157 0.0138896 0.0104679 0.00946748 0.00342173 0.00809008 0.00234799 0.00574209 0.00427172 0.00223211 0.00203962 0.00202624
internal_count=3910 2980 2716 2510 1984 1892 1768 1288 1109 480 961 150 811 668 406 262 255
is_linear=0
shrinkage=0.00718087


Tree=2120
num_leaves=16
num_cat=0
split_feature=147 52 11 52 403 0 16 0 0 0 2 1 12 48 4
split_gain=6.62916e-05 0.000160652 0.000143304 0.000153252 0.000150178 0.000172832 0.000171878 0.000193354 0.000140338 0.000232936 0.000157019 0.000222971 0.000134366 0.000115931 5.64239e-05
threshold=0.087265000000000023 0.18936500000000003 0.077330000000000024 0.12897500000000003 0.09389500000000002 -0.017269999999999997 0.31524000000000002 -0.07773999999999999 -0.10071499999999999 -0.084074999999999997 0.11230000000000001 0.094385000000000011 0.086305000000000007 0.085875000000000021 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -10 11 13 -7 14 -1
right_child=-2 -3 -4 -5 -6 12 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00080277092672214191 0.0019489072962454355 -0.0027364364931950825 -0.0022538126969420254 0.0032809582541488413 -0.0028462131206645528 0.0039402851679221085 -0.0031493842042546807 0.0026088409823726219 -0.0047720700134248036 0.00027531011860249899 -0.0019752926830659658 0.0031284336819293328 0.00039242921974537811 -0.002426897555116631 0.001577959444615076
leaf_weight=0.0010135720360615608 0.0010233451684505948 0.0013734338139792237 0.001525239009837003 0.0010082662435413883 0.001022119884768107 0.0013051807634835615 0.0010639406070470448 0.0017462647117102133 0.0010282870169468373 0.0013029860697728879 0.0015132860309558845 0.001879761694448534 0.0013809060781089788 0.0010682787277039862 0.0016353712349571614
leaf_count=63 191 444 248 83 273 196 232 461 793 473 137 120 50 54 92
internal_value=0 -0.000120294 7.3996e-05 0.000283238 9.38577e-05 0.000295032 -0.000104275 0.000185309 -0.000262936 -0.00195101 0.000290539 0.000903163 0.00211635 -0.000222134 0.000667014
internal_weight=0 0.0198669 0.0184935 0.0169682 0.01596 0.0149378 0.0122517 0.0111878 0.00944154 0.00233127 0.00711027 0.00559698 0.00268609 0.00371722 0.00264894
internal_count=3910 3719 3275 3027 2944 2671 2425 2193 1732 1266 466 329 246 209 155
is_linear=0
shrinkage=0.00792826


Tree=2121
num_leaves=25
num_cat=0
split_feature=1213 1456 14 52 157 38 124 40 48 13 16 0 2 14 1 52 12 42 52 160 1 4 16 1
split_gain=0.000416006 0.000416326 0.000263898 0.000253866 0.000258019 0.000206524 0.000471567 0.000348384 0.000313447 0.000298698 0.000332671 0.000476706 0.000285629 0.000226847 0.000179338 0.000170622 0.000165532 0.000324778 0.000186135 0.000173484 0.000155817 0.000114392 0.000184269 4.84074e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.064610000000000015 -0.42985499999999993 -0.073574999999999988 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.12649500000000002 -0.094679999999999986 0.24895000000000003 0.12007500000000002 0.086545000000000025 -0.45282499999999992 0.10937500000000001 0.048695000000000009 0.092365000000000017 0.088235000000000022 0.086950000000000013 0.087825000000000014 0.092550000000000007 0.0021050000000000005 -0.087089999999999987 0.12730000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8 9 12 11 13 -9 -11 16 -14 17 18 19 20 21 22 -15 -12
right_child=1 2 -4 4 5 -7 7 8 -10 10 23 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0008693919533476575 -0.00085796476726513122 -0.00065038266915585174 -0.00069740749576621675 0.00066755367869752904 0.00092300837163000293 -0.00057052838399371112 -0.00068113496814984134 -8.9278321320727792e-05 -0.00067095963767377115 -0.00062565974799552379 0.00070779477651276032 -0.0010232343919829117 0.0011973050503339699 0.00062737590484717755 0.00056907777370822149 0.00037935385341022549 -0.00043294496047616789 0.00080715662629212315 -0.0006048317304933055 -0.00031738703274302078 -0.00016859198111266889 0.00083477615942972286 -0.00024870212912139343 0.00055919124292260023
leaf_weight=0.0012462621321139697 0.0011797998095213263 0.0010279615997863525 0.0010172007749163483 0.0018235499301747704 0.0015203262223017168 0.0010828934693127073 0.0014012685916303972 0.0011081307226166832 0.0011455729432920938 0.0010411556777967243 0.0010127218590446621 0.0010188428644083572 0.0013490286174912269 0.0012112839423891976 0.0016934800594972524 0.0010357862511122806 0.0014764328663661739 0.0013256476787921745 0.0010307048985062073 0.001766627392875586 0.0014847007714138272 0.0010533924174287446 0.001012817112728868 0.001001841604888698
leaf_count=592 332 290 99 323 231 77 117 79 73 26 87 36 95 91 101 65 440 184 149 95 59 40 207 22
internal_value=0 2.44545e-05 6.08032e-05 8.87227e-05 0.00011729 7.6784e-05 0.000106374 5.03707e-05 9.97268e-05 0.00014472 5.76938e-05 -2.4544e-05 0.000546586 5.31507e-05 0.000111777 0.000842048 3.70369e-05 0.000115133 -6.22113e-06 8.82815e-05 0.000238772 0.000423307 0.000228425 0.000633894
internal_weight=0 0.0298212 0.0286414 0.0276242 0.0265962 0.0247727 0.0236898 0.0221694 0.0207682 0.0196226 0.0161296 0.0141151 0.00349295 0.0130962 0.0120551 0.00238481 0.0103616 0.00888517 0.00755953 0.00652882 0.00476219 0.00327749 0.0022241 0.00201456
internal_count=3910 3318 2986 2887 2597 2274 2197 1966 1849 1776 1537 1428 239 1392 1366 160 1265 825 641 492 397 338 298 109
is_linear=0
shrinkage=0.00151575


Tree=2122
num_leaves=23
num_cat=0
split_feature=1213 14 1456 11 1374 453 0 4 13 13 39 132 0 3 150 2 3 15 51 15 15 16
split_gain=0.000453541 0.000411857 0.000274451 0.000240456 0.00022261 0.000202244 0.000233578 0.000191511 0.000239437 0.000217053 0.000251322 0.000262568 0.0003461 0.000317573 0.000224847 0.000212367 0.000198973 0.000191773 0.000180726 0.000312079 0.000107949 5.72878e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 -0.230625 0.27608500000000008 -0.52445999999999982 -0.091229999999999992 0.005105000000000001 0.080815000000000012 -0.053834999999999994 -0.11266 0.085285000000000014 0.097940000000000013 -0.084129999999999996 -0.019749999999999993 0.083165000000000017 -0.064869999999999983 0.085285000000000014 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 15 11 12 14 -14 16 -10 20 -12 19 -18 -11 -21
right_child=1 -3 3 -5 5 -7 7 -9 9 10 17 -13 13 -15 -16 -17 18 -19 -20 21 -22 -23
leaf_value=-0.00089533025034397782 -0.00068796613776144963 -0.00092211670014672494 -0.00044707494849935235 -0.00053138598935826675 0.00083505795655800202 -0.00043639583325499149 -0.0006035824509205719 0.00064320563278844739 0.00013203666992114922 0.00014297969821719847 9.9530182731892786e-05 0.00066680222669066025 -4.6620296234229818e-05 -0.0010933299099608609 -0.00060267363453779131 0.00085886362668241545 7.4365779861964683e-07 0.0010188199459036395 -0.00026853124562473666 0.0010806457949990092 -0.00052425971061907791 0.00060640354240999803
leaf_weight=0.0013229455542379384 0.0011107516721099641 0.0010470414939504338 0.0015057961461426564 0.0013854494780698437 0.00130037650610059 0.0012648751607569056 0.0010448827070197409 0.0018017054403656257 0.0019819832662801807 0.0010673340958719186 0.001083710998064813 0.0012411483846973556 0.0014182828047251128 0.0013546287907925747 0.0010530344845610246 0.0018651893614549664 0.0020000793391875609 0.0010859867047751945 0.0010163621885060647 0.0011233596702582204 0.0012682610941702754 0.0013293824438578164
leaf_count=592 310 119 66 123 70 88 26 321 143 273 146 173 62 161 103 106 227 53 112 74 201 361
internal_value=0 3.00894e-05 6.53158e-05 9.60864e-05 0.000129773 0.000165518 0.000198568 0.000160489 0.000116858 0.000156711 7.28941e-05 -9.15524e-06 -8.12886e-05 -0.000557961 6.79323e-05 0.000484418 0.000158412 0.000559657 0.000319729 0.000454001 -0.000219341 0.000823607
internal_weight=0 0.0293496 0.0283026 0.0271918 0.0258064 0.0243006 0.0230357 0.0217353 0.0199336 0.0188887 0.0150416 0.0128719 0.0116307 0.00277291 0.00885781 0.00384717 0.00780478 0.0021697 0.00546918 0.00445282 0.0023356 0.00245274
internal_count=3910 3318 3199 2889 2766 2700 2612 2542 2221 2195 1946 1747 1574 223 1351 249 1248 199 774 662 474 435
is_linear=0
shrinkage=0.00154607


Tree=2123
num_leaves=24
num_cat=0
split_feature=14 1213 1456 52 157 13 52 3 52 130 16 4 1 52 0 2 2 4 16 4 0 42 0
split_gain=0.000547593 0.000445305 0.00032404 0.00026195 0.000309587 0.000231694 0.00027751 0.000276448 0.00039629 0.000386609 0.000313143 0.000231805 0.000245479 0.000255665 0.000160996 0.000148821 0.000313019 0.000229797 0.00049095 0.000269331 0.00022931 0.000143056 0.000104387
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.010384999999999998 0.090640000000000012 0.11265500000000002 0.12267000000000002 -0.0015749999999999998 0.22945500000000005 -0.076329999999999995 0.089895000000000017 -0.011654999999999999 -0.10071499999999999 0.086650000000000019 0.080080000000000012 0.00046500000000000008 -0.083144999999999983 0.015635000000000003 -0.099864999999999995 0.086895000000000014 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 11 9 -9 -7 15 -6 14 -14 -13 16 20 18 -17 -19 -11 -8 -15
right_child=-2 2 3 4 5 7 21 8 -10 10 -12 12 13 22 -16 17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.00086445926970296063 -0.001139236064324296 -0.00078200008282694629 -0.00069223889710389873 0.00074946043757786942 0.00094696455276391332 -0.00066441258098070156 -0.00040231121910343779 -0.00098591833900499304 0.00023596717929745065 0.00050929440073189318 0.00081017990623303508 0.00033298908000892451 0.0011435805155425932 0.0005796818675500809 -0.00049311090798457994 0.0013239154732303888 -0.00086342800287997541 -0.0007435108271299346 -6.6178263851596132e-05 0.00035127769264411415 -0.00044862914069773675 0.00033253430358173841 -0.00010630672948385003
leaf_weight=0.0013529776941514074 0.0010492353910538646 0.0010902231830642447 0.0010138655874891147 0.0018351660970676092 0.0016310670677612783 0.0016035594660289707 0.0019294733478694703 0.0016589452538582359 0.0010963286974856601 0.0015311459401345928 0.0015956496723894551 0.0010787198260177044 0.0011662663089628787 0.0010846110488784656 0.0012862310491975936 0.0011448875691831379 0.0011687557710104712 0.0010023524699188102 0.0014099627916314946 0.0012629626948726554 0.0010460291303637549 0.0010004217116969527 0.0011226717066852585
leaf_count=578 126 312 290 323 252 171 143 77 21 18 78 77 136 71 260 40 76 46 161 92 136 261 165
internal_value=0 1.9696e-05 6.1291e-05 9.45185e-05 0.000124444 7.82308e-05 0.000259143 -5.00906e-05 -0.000499728 5.52083e-05 0.000168767 0.00042236 0.000273251 0.000546339 -0.000116304 4.92879e-05 -0.000186499 0.000232526 0.000556755 -0.000133142 0.00012049 -0.000151396 0.000230773
internal_weight=0 0.0301123 0.0287593 0.0276691 0.0266552 0.02482 0.0102995 0.0145206 0.00275527 0.0117653 0.0101617 0.00736957 0.0057385 0.00337355 0.00236495 0.0085661 0.00374593 0.00482017 0.00255485 0.00226532 0.00257718 0.0029299 0.00220728
internal_count=3910 3784 3206 2894 2604 2281 1365 916 98 818 647 961 709 372 337 569 230 339 201 138 154 404 236
is_linear=0
shrinkage=0.00157699


Tree=2124
num_leaves=23
num_cat=0
split_feature=14 1213 52 1456 157 14 1374 1 0 47 0 457 49 133 0 15 42 13 4 0 48 0
split_gain=0.000511767 0.000409927 0.000289615 0.000255749 0.000270443 0.00022363 0.000234483 0.000306856 0.000335055 0.000277653 0.000292891 0.000271898 0.000239492 0.000285643 0.000229092 0.000220309 0.000204069 0.000400239 0.000188623 0.000166519 0.000150987 0.000138564
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 -0.13131999999999996 -0.095439999999999983 0.076710000000000014 -0.089879999999999974 0.09252500000000001 -0.084154999999999994 -0.0034949999999999994 -0.072894999999999988 0.084285000000000013 -0.074249999999999997 0.024640000000000006 0.091230000000000019 -0.083924999999999986 0.15045000000000003 -0.13027499999999997 0.088750000000000009 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 18 10 11 -9 -10 16 19 -12 17 -14 -8 -11 21 -13
right_child=-2 2 3 4 5 6 7 9 12 14 15 20 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00089299923912870014 -0.0011635339463934408 -0.00077020462935535887 -0.00069534255261556816 0.00074681781201621565 -0.00044845872715982269 -0.00052116447483613391 -0.0010902478747211652 1.7374040540465346e-05 0.00084726944176002363 0.00029452028799688268 0.00052727087875135861 0.0014596670224388444 0.00074694834426899557 -0.00053371489182799927 0.00049947720556763986 -0.00051796519639945259 0.00083376159289653778 -0.00057365274560150894 -0.00013377285743078002 -0.00052741309522898302 0.00043578046532767806 0.00075500389886208326
leaf_weight=0.0012507760264704867 0.0010067839693746186 0.0010702308452776857 0.0010463231544111723 0.0017929983850746489 0.0019357472586375912 0.0013839654661360603 0.0011019856699422135 0.0010756218728407152 0.0010493669611523204 0.0010083088131080942 0.0011580601555334028 0.0016297081346985341 0.0010877737685563958 0.0018480806600569416 0.0017766520538966546 0.0010217596102277682 0.0011395196909205207 0.0014298051449887607 0.0011181856932069717 0.001940314803232826 0.0011472225281767834 0.0013934783934349826
leaf_count=578 126 337 265 323 108 34 229 51 31 57 241 162 42 356 67 228 50 274 92 81 60 118
internal_value=0 2.60805e-05 6.69101e-05 9.99879e-05 0.000131947 8.64764e-05 0.000132891 0.000176148 -5.76526e-05 0.000344983 0.000542822 0.000752862 0.000128939 -7.98543e-06 3.40757e-05 3.73313e-05 0.000257687 -3.05882e-06 -0.000608521 -0.000246345 0.000942557 0.00113487
internal_weight=0 0.0294059 0.0281551 0.0270849 0.0260386 0.0242456 0.0223098 0.0209258 0.00877472 0.0121511 0.00742585 0.00524603 0.00655455 0.00550518 0.00472528 0.00217982 0.0036571 0.00251758 0.00222017 0.00294862 0.00417041 0.00302319
internal_count=3910 3784 3206 2869 2604 2281 2173 2139 1074 1065 860 391 753 722 205 469 366 316 321 138 340 280
is_linear=0
shrinkage=0.0016407


Tree=2125
num_leaves=24
num_cat=0
split_feature=1213 14 1456 2 13 13 2 15 132 124 2 2 16 4 2 43 51 0 15 16 42 1375 15
split_gain=0.000403135 0.000333352 0.000276839 0.000221392 0.0002352 0.000379221 0.000422331 0.000255466 0.000199897 0.000233908 0.000317339 0.000435946 0.000263211 0.000403128 0.000231506 0.000241702 0.000235457 0.000246351 0.000338854 0.000218708 0.000190561 0.000325748 0.000152332
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.14808000000000002 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 -0.042544999999999993 0.079995000000000011 -0.048219999999999992 0.096750000000000017 0.10362500000000001 0.064860000000000015 0.060350000000000008 0.086650000000000019 -0.079109999999999986 -0.066709999999999978 -0.10209999999999998 -0.087844999999999993 -0.077034999999999978 0.085195000000000007 -0.010324999999999999 -0.13823999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 9 -6 14 -12 13 -13 15 19 -17 -18 -19 -11 21 -16 -15
right_child=1 -3 3 -5 8 6 -8 -9 -10 10 11 12 -14 22 20 16 17 18 -20 -21 -22 -23 -24
leaf_value=-0.0010142619716309407 -0.00087761630070092196 -0.0009889248518397981 -0.00059761021092526699 0.00062466059761187554 0.00041129573064728421 -0.00058724997879203633 0.00093126957515129874 0.0004368545845081799 0.00039527517570100144 -0.00012457846477615108 -0.0013486210532253611 0.00061147065735986156 -0.00097855862728653351 -0.00017222811591950887 0.00064068488885895333 0.00049909847528780262 -0.00081935775066334653 0.00052855289646644942 -0.00066013189051163416 -0.0010598214791015506 0.00058471261355416747 -0.00043411743739373872 -0.00092471257202577414
leaf_weight=0.0012969057995923091 0.0010595840167813139 0.0010505455430053481 0.0011599201594880704 0.0010480108912833399 0.0013328746841588758 0.0010973645857396408 0.0019447830348569006 0.0012403254956390155 0.0013774204953528662 0.0010125706691228864 0.0012731199479205637 0.0011806267946688487 0.0011692115344709708 0.0016099079910820852 0.001016861758207116 0.0012386601107048359 0.0013050542338310864 0.0013371841524771827 0.0010033756808612267 0.0014587070273738558 0.0016272279996316641 0.0019992330860490043 0.0010707672663025219
leaf_count=592 310 119 42 160 218 100 136 88 210 70 149 85 186 76 50 65 35 43 369 198 219 316 74
internal_value=0 -0.000133605 -0.000102147 -7.22709e-05 -9.98795e-05 0.000186563 0.000398959 -4.38833e-05 -0.000174069 -0.000214009 -0.000259546 -0.000540419 -0.00033588 -0.000141275 -0.000111989 -0.000282616 -8.32633e-05 -0.000281131 1.89751e-05 -0.000676619 0.000158302 -7.1753e-05 -0.0004728
internal_weight=0 0.0296133 0.0285628 0.0275032 0.0264552 0.00544239 0.00428247 0.00233769 0.0210128 0.0196354 0.0183025 0.00630363 0.00503051 0.0038613 0.0119989 0.00735555 0.00488427 0.00364561 0.00234056 0.00247128 0.00464332 0.00301609 0.00268068
internal_count=3910 3318 3199 2889 2729 366 324 188 2363 2153 1935 570 421 235 1365 780 512 447 412 268 585 366 150
is_linear=0
shrinkage=0.00154607


Tree=2126
num_leaves=27
num_cat=0
split_feature=14 1213 52 1456 157 376 376 48 1 12 159 42 15 133 52 4 2 457 4 13 1 48 12 3 3 4
split_gain=0.000564295 0.000520452 0.000322325 0.000291515 0.000278588 0.00026479 0.000594535 0.000275695 0.00028269 0.000362084 0.000293709 0.000357855 0.000510057 0.000356676 0.00039597 0.000545236 0.000454301 0.000463509 0.000431465 0.000259699 0.000211241 0.000294098 0.000199014 0.000171099 0.00017804 2.92919e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -1.0000000180025095e-35 -0.073574999999999988 0.11605500000000001 0.048375000000000008 0.12675000000000003 0.12864500000000004 0.10852500000000001 0.10519500000000001 -1.0000000180025095e-35 0.085120000000000015 0.093845000000000026 0.11588000000000002 -0.030814999999999995 0.086545000000000025 -0.068264999999999978 0.05309500000000001 -0.082249999999999976 0.09832500000000001 0.088465000000000002 0.084100000000000022 -0.11171999999999999 -0.078884999999999997 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 9 10 11 12 -6 14 15 23 18 -18 -17 -16 21 22 -19 -13 -25 -20
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 13 -14 -15 19 16 17 20 25 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.00095303053376857524 -0.0011807557750711994 -0.00077117314853056057 -0.00070208957938884835 0.00070621505682740276 -0.0012773914891931807 -0.00073123686971659336 0.0012049351708175314 -0.0006749704906200795 0.00069172162440245407 -0.00082780682557557334 -0.00073718836309405033 0.0013958663719758537 0.00020377620463468861 -0.00056737636962123062 -0.0009309119279468142 -0.0011438960801742211 -0.00055929587375829338 0.0013210598968715999 0.00029585318465780684 0.0001827615834988716 0.0011889407694129469 -0.00010048385249873356 0.00032192225271485792 0.00019725547398975532 0.00099024019975989968 -8.5014853075889032e-05
leaf_weight=0.0013790492784243038 0.0010560496562620194 0.0011709666658958886 0.0011585159050403115 0.0019605139698978804 0.0010596566859615427 0.0010066461419885727 0.0012216923452862153 0.001268543717637626 0.0018881156852292988 0.001169402760686388 0.0010467780300267284 0.0011689861297980997 0.0013914209999931482 0.0013635863188138217 0.0010313169765678865 0.0010801496882238346 0.0010042933016744396 0.0010544758012824276 0.0010600548398542742 0.0011413083803597521 0.0013246116716763567 0.0015173578761276119 0.001009733764164189 0.0012234452666043394 0.0018257904580174416 0.0010302212009224362
leaf_count=578 126 337 265 323 268 31 148 77 198 153 104 37 233 233 82 139 59 21 9 102 112 52 43 74 62 44
internal_value=0 1.3977e-05 5.67498e-05 8.90583e-05 0.00012083 7.81467e-05 0.000109628 5.53631e-05 9.49712e-05 4.25713e-05 9.26285e-05 0.000137667 -0.000436566 0.000221271 0.000290777 0.000394786 0.000172809 0.00043631 -0.000318425 -0.000345885 0.00064011 0.00043713 0.000832319 0.000872655 0.000672071 0.000108137
internal_weight=0 0.0325566 0.0311776 0.0300066 0.0288481 0.0268876 0.0258809 0.0246592 0.0233907 0.0215026 0.0203332 0.0192864 0.00245108 0.0168353 0.0154717 0.0132991 0.0090809 0.00591047 0.00317043 0.00217263 0.00490618 0.00358157 0.00206421 0.00421822 0.00304924 0.00209028
internal_count=3910 3784 3206 2869 2604 2281 2250 2102 2025 1827 1674 1570 501 1069 836 652 479 287 192 184 228 116 64 173 136 53
is_linear=0
shrinkage=0.00160853


Tree=2127
num_leaves=26
num_cat=0
split_feature=14 1213 1456 13 132 453 13 2 15 151 42 39 4 52 13 50 4 4 1 3 2 0 0 15 52
split_gain=0.000701896 0.000582429 0.000333673 0.000289675 0.000388793 0.000301052 0.00028944 0.000334485 0.000292745 0.000282085 0.000282656 0.000313961 0.000428595 0.000719679 0.000246826 0.000246485 0.000263719 0.000425155 0.000222109 0.000201024 0.000180352 0.000331435 0.000419087 0.000215618 0.000147897
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 1.0000000180025095e-35 -0.52445999999999982 0.097940000000000013 -0.042544999999999993 -0.082774999999999987 -0.11145999999999999 0.005105000000000001 -0.23071499999999998 0.10599500000000002 -0.40944499999999995 0.086465000000000014 -0.076329999999999995 0.0057500000000000008 0.086560000000000012 -0.08477999999999998 0.11230000000000001 -0.17106499999999999 -0.10209999999999998 -0.10071499999999999 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 9 -4 8 -8 24 -11 12 13 -12 -9 16 19 18 -18 -14 21 -19 -23 -24 -5
right_child=-2 2 3 4 -6 -7 7 14 -10 10 11 -13 15 -15 -16 -17 17 20 -20 -21 -22 22 23 -25 -26
leaf_value=-0.00088877358432164699 -0.0011352909556392526 -0.00072532334273294624 -0.00028817950751122018 0.00011418756139541656 0.00066835819628535676 -0.00081984036054175331 -0.0004146896722618273 0.0014177134503637473 0.00055329380540656973 -0.00064983124509541545 -0.0013043385499752105 0.00068481818902188312 0.0001682924411017619 0.00028953462442263039 0.00052283708856831952 -0.00055753973510905448 -2.2557172391775928e-05 0.0010240233175621118 -0.00081988205415149922 0.0010404191971213406 -0.00022246082014398856 -0.00060157834179306853 0.00094726575717871814 7.2276965265645636e-05 0.00084679691271577712
leaf_weight=0.0014416567721347714 0.0011630366034668651 0.0011117974866060682 0.0012244986932299362 0.0012021753854648265 0.0017613724942860389 0.0010106463948178481 0.0011872416827594587 0.0010173896206755739 0.0015022298987038543 0.0016080679904193892 0.0014110406036530387 0.0012739507298822625 0.0012773626914842628 0.0010477936379000852 0.0018326968595151205 0.0013191142276556553 0.0013697277785009836 0.0011786969327758356 0.0016170100625920725 0.0010002506234640879 0.0015173742573122428 0.0011263694204872721 0.0011079522615586868 0.0012981627514963706 0.0011390647381092486
leaf_count=578 126 312 53 221 232 67 100 67 91 116 162 230 177 28 126 280 259 33 166 123 101 39 30 97 96
internal_value=0 1.65236e-05 5.84325e-05 8.74492e-05 1.02976e-05 -4.36016e-05 0.000352825 0.000494517 0.000125987 -5.32218e-06 -6.67059e-05 -1.00292e-05 -6.79959e-05 -0.000625135 0.000842279 3.89281e-05 0.000107388 -2.32709e-06 -0.000454226 0.000551301 0.000214369 0.000355063 0.000131849 0.000475186 0.000470618
internal_weight=0 0.0325836 0.031142 0.0300302 0.0232661 0.0215048 0.00676406 0.00553956 0.00268947 0.0204941 0.0181529 0.0165448 0.0152709 0.00245883 0.00285009 0.012812 0.0114929 0.00921529 0.00298674 0.00227761 0.00622856 0.00471118 0.00353248 0.00240612 0.00234124
internal_count=3910 3784 3206 2894 2457 2225 437 384 191 2158 1841 1725 1495 190 193 1305 1025 725 425 300 300 199 166 127 317
is_linear=0
shrinkage=0.00145689


Tree=2128
num_leaves=17
num_cat=0
split_feature=4 43 376 3 47 130 4 4 3 133 2 1 52 4 2 48
split_gain=7.63726e-05 0.000149564 0.000206744 0.000107565 0.000122017 0.000155436 0.000132996 0.000200192 0.000206301 0.000189965 0.000187504 0.000185673 0.000179879 9.14993e-05 8.95544e-05 5.55309e-05
threshold=-0.51381999999999983 -0.34918499999999997 1.0000000180025095e-35 -0.16059999999999997 0.11603500000000001 -0.08075499999999998 0.25367000000000006 0.055260000000000011 0.10420500000000001 -0.0056849999999999991 0.093070000000000014 0.11198000000000001 0.071660000000000015 0.0057500000000000008 0.086650000000000019 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 -7 12 -8 13 14 -11 -10
right_child=1 2 -4 4 -6 6 11 -9 15 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0019438248137765011 -0.0026739845269787175 0.0022951752904657092 0.0034237327324251159 0.0028962899478007665 -0.0023431391341137303 -0.0034200398143445841 -0.00036148168715119589 -0.0026577804565262072 0.003243486239529574 -0.0018964609092151526 -0.0025242025773447338 0.0035077042609665231 0.0032268544659518426 0.0016037912180023105 0.0005343130032268125 0.00081931266050426954
leaf_weight=0.0011114384104267952 0.0010547162017371893 0.0011012112212536755 0.0010595745137821277 0.0010128407361285332 0.0012689769530832553 0.0011342924227968213 0.0015737970888056734 0.0019490049650279567 0.0010598887441659608 0.0018527692470875065 0.0014537931340732821 0.0012358592412270845 0.0010798351202542522 0.0012113553282198097 0.0015567867355142095 0.0010498678939168116
leaf_count=80 160 183 181 130 153 736 136 263 68 461 379 224 333 45 309 69
internal_value=0 6.65868e-05 0.000214064 3.06315e-05 -0.000112366 6.2698e-05 -0.000126649 -0.000460477 -4.86364e-05 -0.000579533 -0.000129195 0.00134042 0.000481575 -0.000159954 -0.000786581 0.00203716
internal_weight=0 0.0206546 0.0195999 0.0185403 0.0174391 0.0161701 0.0151572 0.0123476 0.0103986 0.00828883 0.00715454 0.00280966 0.00570075 0.00462091 0.00340956 0.00210976
internal_count=3910 3830 3670 3489 3306 3153 3023 2663 2400 2263 1527 360 1148 815 770 137
is_linear=0
shrinkage=0.00747098


Tree=2129
num_leaves=17
num_cat=0
split_feature=151 1 15 131 132 47 52 14 1 51 0 16 43 15 49 3
split_gain=7.18752e-05 0.000134659 0.000206307 0.000106706 0.000113421 0.000134356 0.000134121 0.000192102 0.000243159 0.0001055 0.00014245 0.000236796 0.000160669 8.6188e-05 7.62674e-05 7.177e-05
threshold=0.087190000000000017 0.12864500000000004 0.091915000000000011 0.089305000000000009 0.080815000000000012 0.096175000000000024 -0.092854999999999979 -0.22654999999999997 0.10004000000000002 0.089355000000000004 -0.082074999999999995 0.18936500000000003 -0.0037249999999999996 -0.008624999999999999 -1.0000000180025095e-35 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 10 12 -12 -9 14 -14 -3
right_child=-2 15 -4 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 -16 -17
leaf_value=-0.0018450996796266904 0.0013965604891445565 0.0024203517647994805 -0.0027480716853019675 -0.0018761026017404974 0.002019041063978906 -0.0019473128142738132 -0.0023217742713305374 -0.0010193931411386964 0.0028371479585623024 -0.0016953544262109591 -0.00200020842124932 0.0017180117422300749 0.0018847226129970697 0.002624076754864263 -0.00045939702290536256 0.00020919635558183834
leaf_weight=0.0012754816134613886 0.001301789389721599 0.0011393944457707269 0.0012525987371007482 0.0012476963862219836 0.0010391989260701432 0.0014169042822367731 0.0010063628584185977 0.0011680225515653215 0.0015357789559662183 0.0010700561657666753 0.0019189853653665823 0.0010278892668311723 0.0011493065552485859 0.001811905148878413 0.0010272012109165014 0.0011553645465319645
leaf_count=466 136 170 575 366 172 199 62 584 191 165 300 47 47 201 83 146
internal_value=0 -0.000118847 -0.000301166 -0.000117577 2.44634e-05 -0.0001194 7.99677e-05 0.000289552 0.000534944 0.000149516 0.000393134 -0.000703269 0.00101972 0.00161689 0.000778417 0.00130708
internal_weight=0 0.0202421 0.0179474 0.0166948 0.0154471 0.0144079 0.012991 0.0117155 0.0107091 0.00917337 0.00810331 0.00294687 0.00515644 0.00398841 0.00217651 0.00229476
internal_count=3910 3774 3458 2883 2517 2345 2146 1680 1618 1427 1262 347 915 331 130 316
is_linear=0
shrinkage=0.00625138


Tree=2130
num_leaves=23
num_cat=0
split_feature=14 1213 1456 52 157 13 0 43 52 133 52 2 52 0 2 4 0 0 4 13 0 42
split_gain=0.000552364 0.000481318 0.000344493 0.000273175 0.000249156 0.000193566 0.000352058 0.00029297 0.000270348 0.000351981 0.000238195 0.000244469 0.00033132 0.000264138 0.00029921 0.000355517 0.000204765 0.000261046 0.000176855 0.000160763 0.000129382 9.96409e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.010384999999999998 -0.017269999999999997 -0.34918499999999997 0.11588000000000002 0.090085000000000012 -0.072349999999999984 0.10869000000000002 0.12267000000000002 -0.07773999999999999 0.086650000000000019 0.05309500000000001 -0.084304999999999977 -0.10575999999999998 -0.23071499999999998 -0.16277999999999995 -0.23029999999999998 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 8 7 -7 9 16 20 13 -13 14 15 -12 17 19 -8 -6 -9 -18
right_child=-2 2 3 4 5 6 18 10 -10 -11 11 12 -14 -15 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=-0.00088236162798987225 -0.0010864478547086352 -0.00075094261126642332 -0.00067290756659858959 0.00065886108731468397 0.00012751128358582422 -0.00086400959588355572 0.00014813984698294636 -7.6913082267345212e-05 -0.00030091321781893421 -0.00028540405280704688 -0.00075611742697321964 -0.00089478165168289665 0.00024764429781149388 0.00089447533235883776 0.00055948537264669028 0.00024070747812832098 0.0011178730482928523 -0.00030790018647005533 0.0009290800130406895 0.00089385258081190963 -0.00075939955837419032 0.00056621752115475731
leaf_weight=0.0012748580037350984 0.0010486165932952754 0.0011358122665423775 0.001013123092300768 0.0017281257077520059 0.0011301716022328323 0.0011295067301935755 0.0016541115533232897 0.0010669132617522337 0.0017236744824890302 0.0015774532490454088 0.0014233667361468983 0.0012060176455453014 0.0010474961748650063 0.0010318321269884275 0.0017641574571127666 0.0017758364354685252 0.0011758866478384193 0.0012077525451178461 0.0010449032523690638 0.001299655668485996 0.0014430410045276907 0.0018774211098972343
leaf_count=578 126 312 290 323 91 98 62 23 288 311 142 90 42 73 140 30 136 297 80 93 136 149
internal_value=0 1.09355e-05 5.09557e-05 8.42936e-05 0.000113454 7.51075e-05 -3.40363e-05 -0.000144037 0.000234445 0.000346049 -6.84497e-05 5.35208e-05 -0.00036375 0.000210367 6.81484e-05 -0.000202793 0.000494921 0.000256748 0.000450475 0.000537409 -0.000469293 0.000778671
internal_weight=0 0.0297311 0.0284563 0.0273204 0.0263073 0.0245792 0.0145872 0.0118882 0.00999202 0.00826834 0.0107587 0.00824871 0.00225351 0.00599519 0.00496336 0.0031992 0.00669089 0.00363758 0.00269901 0.00242983 0.00250995 0.00305331
internal_count=3910 3784 3206 2894 2604 2281 916 774 1365 1077 676 517 132 385 312 172 766 481 142 184 159 285
is_linear=0
shrinkage=0.00148603


Tree=2131
num_leaves=17
num_cat=0
split_feature=12 12 52 376 160 50 48 12 49 3 160 3 13 42 0 16
split_gain=6.53154e-05 9.27591e-05 0.000123049 9.94731e-05 0.00010525 0.000138827 0.000121075 0.000181479 0.000175808 0.000161447 0.000141605 0.000144844 0.000334538 0.000142384 0.000119457 8.54479e-05
threshold=0.11655500000000001 0.10333000000000002 -0.37613999999999997 0.048375000000000008 -0.10117499999999999 0.096405000000000005 0.11930500000000001 -0.0089849999999999982 0.090445000000000011 0.099570000000000006 0.087825000000000014 -0.083144999999999983 -0.021089999999999994 -1.0000000180025095e-35 -0.10209999999999998 -0.081854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 10 11 13 -13 -9 -14 -15
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 14 15 -16 -17
leaf_value=-0.0023461766852397939 -0.001935595211293566 0.0020181327867020288 -0.0021893720490630095 0.0022611273549660591 -0.0025977879616098658 0.0028685365483754788 -0.0026595370942879126 -0.0011489465333640655 0.0033953333563101103 0.0024326487205069986 -0.0023679883074688257 -0.0045043615535540742 -0.00096026204671436158 0.0036910975239411643 0.0024322042948958602 0.00096566661037617886
leaf_weight=0.0013413320170239306 0.0010369330933108689 0.0013693573835142627 0.0012939165030853234 0.0011950390530083939 0.0013349625672148821 0.0010346339674793979 0.0010207634193831758 0.0011170946310028497 0.0010929909758952703 0.0015632976970532684 0.0016035635515837671 0.001109289494151032 0.0013479119941539608 0.0012104552154246981 0.0011726641921785356 0.001632101250384663
leaf_count=362 187 266 448 195 274 249 69 441 168 129 190 476 52 83 92 229
internal_value=0 6.40654e-05 -7.625e-05 9.549e-05 -6.10406e-05 0.000119664 -8.05516e-05 0.00011912 0.000425209 0.000123405 -0.000269285 0.000174143 -0.000947371 0.00120225 0.000618037 0.00212625
internal_weight=0 0.0204394 0.01907 0.0177287 0.0165336 0.0152397 0.0142051 0.0131843 0.0118494 0.0107564 0.00919308 0.00758952 0.00362987 0.00395965 0.00252058 0.00284256
internal_count=3910 3723 3457 3095 2900 2452 2203 2134 1860 1692 1563 1373 620 753 144 312
is_linear=0
shrinkage=0.00777281


Tree=2132
num_leaves=24
num_cat=0
split_feature=14 1213 1456 3 39 48 52 52 1 47 12 13 0 52 52 3 47 15 16 403 42 15 52
split_gain=0.000658184 0.000423089 0.00029071 0.000260955 0.000284879 0.000399511 0.000238011 0.000298097 0.000377397 0.000259277 0.000230448 0.000309359 0.000226167 0.000222094 0.000203491 0.000199334 0.00019537 0.000233286 0.000196436 0.000175343 0.00034076 0.000172714 0.00014261
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30601500000000009 0.005105000000000001 0.12649500000000002 -0.42985499999999993 -0.07984999999999999 0.10617500000000001 0.096175000000000024 0.10809500000000001 -0.094679999999999986 -0.230625 -0.08799499999999999 0.024145000000000003 -0.081954999999999986 0.085165000000000018 1.0000000180025095e-35 -0.09601999999999998 0.03138500000000001 0.08401500000000002 -0.031229999999999997 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 15 10 11 14 -13 -6 -9 -8 17 18 -14 20 -19 -15 -20
right_child=-2 2 3 -5 13 -7 7 9 -10 -11 -12 12 16 21 -16 -17 -18 19 22 -21 -22 -23 -24
leaf_value=-0.00087498620168673655 -0.0011912532430564955 -0.00070260641216547833 -0.00069208980069195968 0.00086778299283526799 -2.1142723715982954e-05 -0.00084522783680662415 0.00065121071303872067 0.0010517284143282415 0.0012600180311799658 -0.00055411594950291996 -0.00056918281834045746 0.00066503519161911816 2.4427205180413927e-05 0.0011940427887406064 0.00016247994408872445 -0.00017312200878526147 0.00043374589074997983 -0.00053691470241573331 -0.0009525140060577627 0.00055477567621408513 0.0005969114574294076 0.00032625693649537899 -0.00027016278450180489
leaf_weight=0.0012318637653692113 0.0011354321798029135 0.001170626625027287 0.001011179772722799 0.0010578747452324793 0.0013739311565007517 0.0012919387014864716 0.0012820774721800099 0.0013228516523149355 0.0011090326542206874 0.0018631360879965133 0.0012998058545396199 0.0012126299110608507 0.0018658246914890764 0.0011985010417167492 0.001239700023517365 0.0016926289675921703 0.0017299958281448693 0.001751397491043305 0.0015874854591838398 0.0015200038173173169 0.0010570396513761571 0.0010883026236756512 0.0014643181666693927
leaf_count=578 126 312 277 161 100 76 146 52 33 123 142 55 154 272 62 133 54 287 263 80 283 38 103
internal_value=0 3.09094e-05 6.7873e-05 9.89534e-05 6.98664e-05 8.08644e-06 5.59992e-05 9.03866e-05 0.000474877 2.73784e-06 6.7375e-05 0.000123465 1.87518e-05 0.00047998 0.000621532 0.00018216 -5.26493e-05 -0.000143657 -0.000378664 0.00012334 -0.000110165 0.000781059 -0.000625108
internal_weight=0 0.0314221 0.0301903 0.0290197 0.0279618 0.024301 0.0230091 0.0219979 0.00408374 0.0179142 0.0160511 0.0147512 0.0121887 0.00366073 0.00256255 0.00297471 0.0109761 0.00924607 0.00491763 0.00432844 0.00280844 0.0022868 0.0030518
internal_count=3910 3784 3206 2894 2733 2323 2247 1970 312 1658 1535 1393 1279 410 114 279 1224 1170 520 650 570 310 366
is_linear=0
shrinkage=0.00157699


Tree=2133
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 13 13 132 39 0 3 457 2 3 51 52 2 0 2 52 51 2 4 16
split_gain=0.000541828 0.000388323 0.000292453 0.00030246 0.000322632 0.000374203 0.000304619 0.00025126 0.000314537 0.000362183 0.00029211 0.0002468 0.000229427 0.000214181 0.00022019 0.00035171 0.000365198 0.000368296 0.000273889 0.000182997 0.000290534 0.000125419 9.68125e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 0.079995000000000011 0.005105000000000001 -0.053834999999999994 -0.11266 -0.066264999999999991 0.097940000000000013 -0.010319999999999998 -0.08563999999999998 0.089525000000000007 0.11230000000000001 -0.10071499999999999 0.084925000000000014 0.17829500000000004 0.089355000000000004 0.086650000000000019 0.035895000000000003 -0.14879499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 10 -10 -6 22 -9 -12 15 16 19 -18 -16 20 -15 -13 -7
right_child=-2 2 3 -5 6 11 -8 12 9 -11 13 21 -14 14 18 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00089031691200553245 -0.0011748287752400143 -0.00077231989440720253 -0.00040735303600308804 -0.00064716642715642223 -0.00077882849634524427 0.00065015510169601448 0.00072568392880519624 0.0010709916617923788 -1.1162644750034877e-06 -0.0011742975007936526 0.00081044127233248194 0.001415413075389323 5.1825717719377473e-05 0.00012821346584070449 0.00086053344330443149 -0.00095024163350569311 -0.0011574469541213838 6.8385382457287808e-05 -0.00023199431460822986 -0.0002911288115298696 0.0010860563822191135 0.00066253942331780038 -5.6482397768349799e-05
leaf_weight=0.0012010009497219329 0.0010520128333962033 0.001087002583783663 0.0010222475398724562 0.0014001520455031438 0.001148408732956783 0.0010001218733353481 0.0016079371222252328 0.0010093352342726396 0.0014133456846892184 0.0014201096198757117 0.0010095751706968451 0.0012388927094924007 0.0014469629880401449 0.0023924369067129759 0.0016030236065606171 0.0011475494433694777 0.0011582737252547924 0.0015329655786980451 0.0010048911200010169 0.0011044587424748897 0.0013242968455253745 0.0011471556775379949 0.0010915056902445755
leaf_count=578 126 312 52 123 169 71 221 183 78 172 160 82 141 36 174 62 372 303 197 21 73 95 109
internal_value=0 2.34408e-05 6.22045e-05 9.55259e-05 0.000135795 0.000488325 4.03938e-05 -1.84823e-05 -9.23708e-05 -0.000589107 1.24626e-05 0.000692807 0.000470619 8.64783e-05 2.1613e-05 -0.000104249 2.49794e-05 -0.000459197 0.000439557 0.000295251 0.000469499 0.00105345 0.0002814
internal_weight=0 0.0295116 0.0283106 0.0272236 0.0258235 0.00549992 0.0203236 0.0187156 0.0162593 0.00283346 0.0134259 0.00447768 0.0024563 0.0122775 0.0112679 0.00865998 0.00751243 0.00269124 0.00260791 0.00482119 0.00371673 0.00238605 0.00209163
internal_count=3910 3784 3206 2894 2771 409 2362 2141 1817 250 1567 357 324 1398 1238 867 805 675 371 130 109 177 180
is_linear=0
shrinkage=0.0016407


Tree=2134
num_leaves=25
num_cat=0
split_feature=14 1213 1456 13 13 132 2 15 4 52 39 16 16 157 15 16 151 52 1 12 12 16 0 3
split_gain=0.000721746 0.000502328 0.000365177 0.000264085 0.000291506 0.000283352 0.000252613 0.000263372 0.000239363 0.000215631 0.000294653 0.000220878 0.000671933 0.000334142 0.000270576 0.000299067 0.000262107 0.000370163 0.000160354 0.000219664 0.000380493 0.000225058 0.000187231 9.20973e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 -0.52445999999999982 0.079995000000000011 0.097940000000000013 -0.042544999999999993 0.022820000000000003 -0.40083499999999994 0.089030000000000012 0.24895000000000003 0.10994000000000002 -0.07686999999999998 -0.11739999999999999 -0.15168999999999996 -0.082774999999999987 -0.080899999999999986 0.10937500000000001 0.091475000000000015 0.088885000000000006 -0.19424999999999998 -0.10071499999999999 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 9 7 -6 -8 -5 11 12 13 -11 15 -15 -16 -18 19 20 21 -19 23 -23
right_child=-2 2 3 5 6 -7 8 -9 -10 10 -12 -13 -14 14 16 -17 17 18 -20 -21 -22 22 -24 -25
leaf_value=-0.00092071744696965978 -0.0012404839557728642 -0.00079969056359976076 -0.00032391236066556147 -0.00067412588068875405 -0.00038353669023120701 0.00062885061707003453 0.0013423153437485027 0.00061864034887096494 0.00041659684843536085 0.00081364490510662298 0.00065164018870996442 0.00060233122906476315 -0.001118854884047273 3.3823840246090809e-05 0.00061806645562651982 -0.0010571586552284933 -0.00092061017972306335 -0.00073946950567506831 0.00057167107128586843 -0.0006782607314479303 0.00092618174065050316 0.00058215696870399236 -0.00036745984114082186 3.0228919756264883e-05
leaf_weight=0.0013321861236915969 0.0011569658602308677 0.0011596466645471563 0.0012007080638545276 0.0012123101889559102 0.0011452197482778384 0.0017676290994989704 0.0013526790803397581 0.0015146130063459209 0.0014278888368650378 0.0011688245037692604 0.0016381627456949583 0.0012183349364140996 0.0014520286306933796 0.0011998016370145526 0.001655947066784875 0.001304013280078114 0.0011042550178245415 0.0010823245306394932 0.0012460102855692814 0.001137693722262606 0.0010860849703775433 0.0014332153535967455 0.0016555296923962144 0.0015815275334087886
leaf_count=578 126 312 53 291 100 232 83 91 110 196 206 88 58 91 140 109 89 42 52 371 144 16 307 25
internal_value=0 2.7326e-05 6.84056e-05 0.000102433 0.000379367 2.22733e-05 0.000534582 0.000187142 0.000866937 -2.83595e-05 1.0855e-05 -4.64261e-05 -9.26289e-05 2.55395e-06 -6.28883e-05 -0.000534371 3.56302e-05 -5.77675e-05 4.55462e-05 -3.66411e-05 7.00997e-05 -9.15278e-05 5.86312e-05 0.000292617
internal_weight=0 0.0320766 0.0307444 0.0295848 0.00664111 0.0229437 0.0054404 0.00265983 0.00278057 0.0211761 0.0199638 0.0183256 0.0171073 0.0156552 0.0144864 0.00250381 0.0119826 0.0103266 0.00922239 0.00797638 0.00683868 0.0057526 0.00467027 0.00301474
internal_count=3910 3784 3206 2894 437 2457 384 191 193 2225 1934 1728 1640 1582 1386 200 1186 1046 957 905 534 390 348 41
is_linear=0
shrinkage=0.00157699


Tree=2135
num_leaves=25
num_cat=0
split_feature=14 1213 1456 52 157 13 0 52 43 52 2 52 2 42 4 4 1 49 43 0 4 16 2 12
split_gain=0.000558092 0.00044132 0.000306259 0.000254586 0.000269711 0.000282821 0.000302425 0.000240979 0.000230456 0.00025645 0.000215929 0.000327758 0.000267976 0.000250858 0.000354436 0.000213885 0.000279165 0.000236882 0.000204216 0.000201736 0.000197172 0.000153345 0.000134369 9.26251e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.073574999999999988 -0.010384999999999998 -0.017269999999999997 0.090640000000000012 -0.34918499999999997 -0.072349999999999984 0.10869000000000002 0.098910000000000012 0.086650000000000019 -0.088669999999999985 0.05309500000000001 -0.076329999999999995 0.089895000000000017 -0.0061499999999999992 -0.18906999999999999 -0.22851499999999997 0.15045000000000003 -0.019979999999999994 0.106035 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 8 15 -7 21 12 -12 13 -11 -15 -6 20 -18 -8 -14 -17 -10 -9 -19
right_child=-2 2 3 4 5 6 18 22 9 10 11 -13 19 14 -16 16 17 23 -20 -21 -22 -23 -24 -25
leaf_value=-0.00094205725225926474 -0.0012116910826140957 -0.00079952905672216678 -0.00071410273361450182 0.00074248065173413563 0.00098678060422534839 -0.00089771351477818098 0.00094973886623363429 0.0001607029457361379 -0.00022181696826761117 0.00060227812792104012 -0.00099110644744933698 0.00027793970082921307 0.0010889538454969296 -0.0010331865555673993 0.00018478521829161384 -0.00057458281638767157 0.0012528674887807066 0.00062888171232412609 2.6267165641926039e-05 0.00013748004961423394 0.00039985183160347408 -0.0010525966393997645 -0.00058149713129788537 -3.549672071826892e-05
leaf_weight=0.0012428055315254751 0.0010338614480764055 0.0010806977658896688 0.001017238031032249 0.0017615295286832469 0.0015642468755312456 0.0010968527869469917 0.0011577199844912123 0.001755190985643848 0.0014109372483801508 0.0010133744110476335 0.0011926766086176738 0.0010132767572354345 0.0012093178854746256 0.0011636077909623838 0.0014379731859628375 0.0012630782064111971 0.0010393529815749258 0.0011643784077317049 0.0014544291889955008 0.0011902497460942185 0.0010027533303220704 0.0010381165560738063 0.0010490880156732163 0.0010971313095454738
leaf_count=578 126 312 290 323 252 98 23 310 39 48 85 47 35 124 29 283 128 167 119 149 54 120 94 77
internal_value=0 1.47617e-05 5.69699e-05 9.11349e-05 0.000122548 7.76345e-05 -6.94577e-05 0.00029051 -0.000181571 -0.00010795 3.08878e-05 -0.000408186 0.000191928 -9.02292e-05 -0.000359976 0.000450749 0.000300123 0.000604534 0.000435555 0.000616997 -0.000143343 -0.000573972 -0.000116956 0.00030657
internal_weight=0 0.029416 0.0281732 0.0270925 0.0260753 0.0243138 0.0143785 0.00993522 0.0117664 0.0106695 0.00822048 0.00220595 0.00601452 0.00361496 0.00260158 0.00713094 0.00556669 0.00330086 0.00261215 0.00239957 0.00226583 0.00244905 0.00280428 0.00226151
internal_count=3910 3784 3206 2894 2604 2281 916 1365 774 676 517 132 385 201 153 961 709 372 142 184 337 159 404 244
is_linear=0
shrinkage=0.0016407


Tree=2136
num_leaves=25
num_cat=0
split_feature=14 1213 1456 11 13 52 124 132 52 47 15 151 2 151 2 47 1 15 2 16 2 4 4 1
split_gain=0.000620724 0.000510402 0.000307546 0.000224456 0.000249948 0.000397094 0.000346055 0.000355763 0.000279407 0.000484484 0.000269938 0.000358595 0.00035008 0.000510464 0.0003173 0.000291448 0.000323815 0.000664756 0.000285392 0.00025963 0.000214921 0.000153925 0.000290815 3.436e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 0.090640000000000012 -0.048219999999999992 0.079995000000000011 -0.092854999999999979 0.10843500000000002 -0.11739999999999999 -0.08323499999999999 0.096325000000000008 0.077805000000000013 0.086650000000000019 0.09550500000000002 0.095575000000000007 -1.0000000180025095e-35 0.11043500000000002 -0.090809999999999988 0.11260500000000001 0.25367000000000006 -0.077679999999999985 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 21 -6 8 9 -8 20 -12 14 18 15 16 17 -13 -14 -16 -10 22 -4 -24
right_child=-2 2 3 -5 6 -7 7 -9 10 -11 11 12 13 -15 19 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=-0.00085270975947920229 -0.0011139337429480565 -0.00069236845917851407 0.0011316966215200105 -0.0004780223799618178 0.00075850484196980325 -0.00017102959292954081 -0.00098273313180057909 0.00066947752835361403 -0.00093846684509838883 0.00027050739490903545 0.00077237002554792085 -0.0015158775850782665 -0.0012740291053207728 0.00049799972655330119 0.00090182554563218481 0.0006524100525001638 0.00042534365802327645 1.8329842551861366e-05 -0.00027605034748418749 0.00010917704213038765 -1.0498260955953703e-05 0.0011657764265299536 -1.8064194444215854e-05 0.000365482337537287
leaf_weight=0.0014522253825464257 0.0011357889696586845 0.0011810406534704275 0.00108503290543005 0.0014876123029616819 0.0014859338540496791 0.0019526161670029296 0.0017848488053921153 0.0016857906603495653 0.0011148074145191185 0.0011754319183021611 0.0016109934921135641 0.0010156794733650913 0.0012179079302377391 0.0010891462197264445 0.0019109962030122857 0.0010091592426140217 0.0011286124179936963 0.0017965935902953993 0.0014329117385420004 0.0018867559441714254 0.0011807325204654731 0.0010266034803906587 0.0011005225450237922 0.0010473008800326866
leaf_count=578 126 312 55 123 241 113 363 202 116 51 154 84 129 24 71 41 71 342 119 265 89 104 57 80
internal_value=0 2.58095e-05 6.64312e-05 9.60803e-05 0.000125798 0.000394981 5.15655e-05 1.63938e-06 -5.65296e-05 -0.000485112 2.08585e-05 9.93397e-05 1.25149e-05 -0.000375621 0.000178456 -7.43995e-05 -0.000260517 -0.000535764 -0.000734567 0.000508031 -0.000461157 0.000654451 0.000492078 0.000168957
internal_weight=0 0.0328593 0.031407 0.030226 0.0287384 0.00621208 0.0225263 0.0210404 0.0193546 0.00296028 0.0163943 0.0140988 0.0124878 0.00373997 0.0087478 0.00495004 0.00394089 0.00281227 0.00265082 0.00379775 0.00229554 0.00425946 0.00323286 0.00214782
internal_count=3910 3784 3206 2894 2771 409 2362 2121 1919 414 1505 1300 1146 272 874 538 497 426 248 336 205 296 192 137
is_linear=0
shrinkage=0.00151575


Tree=2137
num_leaves=18
num_cat=0
split_feature=1447 151 1 15 2 15 2 51 133 43 16 52 16 48 52 0 1
split_gain=8.92126e-05 8.57386e-05 0.000134732 0.0001895 0.000108914 0.000173417 0.000211742 0.000131992 0.000126381 0.000181379 0.000204445 0.000168534 0.000199448 0.000186432 0.000110527 5.77201e-05 3.52946e-05
threshold=-1.0000000180025095e-35 0.079335000000000017 0.12864500000000004 0.091915000000000011 0.086650000000000019 -0.10312999999999999 -1.0000000180025095e-35 -0.07742499999999998 0.090085000000000012 -0.06538999999999999 0.0015250000000000001 -0.074484999999999982 -0.19424999999999998 0.016865000000000002 -1.0000000180025095e-35 -0.053834999999999994 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6 9 10 -9 -11 -13 -14 -8 -4 -16
right_child=1 -3 15 -5 7 6 14 8 -10 11 -12 12 13 -15 16 -17 -18
leaf_value=-0.0024164175918707587 -0.0038183290876173106 0.0019691480106151646 0.0031399570744415272 -0.0034170066641520144 -0.0023093556470081236 0.0026458043142408893 -0.0030054310241005642 0.00086346758462265858 -0.0012261464907074627 -0.0023259807285296841 0.0059374956227528468 -0.0011055937721629542 0.00068851313053609146 0.0052650019797651311 -0.0011229210742904759 0.00043908654923537196 0.0010551250922908014
leaf_weight=0.0010212315080651803 0.0011602151902420643 0.0015167550386363518 0.001149384507175822 0.0012392167434438764 0.0010584172883100892 0.001255069099671529 0.0014907916234468965 0.0011514317924706226 0.0017481701360877247 0.001186597754226356 0.0010179445968202527 0.0015511743515326903 0.0013993858987970792 0.0010677430478976957 0.0010238625981061058 0.0010127120838950314 0.0010012322328212253
leaf_count=371 128 149 169 496 369 129 233 239 258 119 100 146 197 87 366 135 219
internal_value=0 8.00516e-05 -6.67861e-05 -0.000308733 -6.96681e-05 -0.000958188 -0.000262651 0.000447966 0.00076788 0.00124059 0.00324437 0.000405424 0.001212 0.00266916 -0.00130088 0.00187489 -4.60678e-05
internal_weight=0 0.0210301 0.0195133 0.0173513 0.016112 0.00593117 0.00477096 0.0101809 0.00912245 0.00737428 0.00216938 0.0052049 0.0040183 0.00246713 0.00351589 0.0021621 0.00202509
internal_count=3910 3539 3390 3086 2590 1075 947 1515 1146 888 339 549 430 284 818 304 585
is_linear=0
shrinkage=0.00824856


Tree=2138
num_leaves=17
num_cat=0
split_feature=1447 1 12 4 15 3 147 16 48 16 0 16 2 2 4 12
split_gain=7.29799e-05 8.02316e-05 0.000142977 0.000160204 0.00013172 0.000156448 0.000123133 0.000131563 0.000171039 0.000175811 0.000341617 0.000161427 0.000134255 8.83782e-05 0.000109513 0.000105879
threshold=-1.0000000180025095e-35 0.085835000000000009 -0.071274999999999991 -0.08422499999999998 -1.0000000180025095e-35 -0.076539999999999983 1.0000000180025095e-35 -0.055679999999999993 0.11339500000000001 -0.09601999999999998 -0.10209999999999998 0.51388000000000011 1.0000000180025095e-35 0.088210000000000025 -0.49837999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 8 9 12 -11 -9 -5 -6 -15 -16
right_child=1 2 3 6 13 -7 -8 11 -10 10 -12 -13 -14 14 15 -17
leaf_value=-0.0021084846171288388 -0.00032013142315950421 0.0029722625674787249 -0.0024288289684757198 0.0012859038438797368 -0.0013377924356752357 -0.0043931797608762471 0.0030799385740086166 -0.0026978766971299819 -0.0018526509408503572 -0.0029655724497088085 0.0030146083055004841 0.0010382713533430195 0.0053158337979670421 -0.0014831457573822914 0.0027568385543276647 -0.00012813236391913383
leaf_weight=0.0010129034916424437 0.0013662921677080747 0.0012966970674150894 0.0012963161058457276 0.0010303901735782017 0.0018758840131278499 0.001047032476510233 0.0010668024296136983 0.0017230056999862917 0.0011053821978076472 0.0011448934832223338 0.0012626051854771592 0.0012574018567652612 0.0010482716168164347 0.0010619841102750271 0.0017678103700946579 0.0014600144090704259
leaf_count=371 636 350 239 81 540 278 129 303 59 56 245 51 87 42 162 281
internal_value=0 7.08072e-05 0.000483076 0.000187905 -0.000516997 -0.00208724 0.000539829 0.000223706 0.000940801 0.0016291 0.000170715 -0.00112164 0.0033182 9.76163e-05 0.000725304 0.0014519
internal_weight=0 0.0208108 0.0122318 0.0109351 0.00857902 0.00241332 0.00963875 0.00857195 0.00559154 0.00448616 0.0024075 0.00298041 0.00207866 0.00616569 0.00428981 0.00322782
internal_count=3910 3539 1600 1250 1939 914 1011 882 528 469 301 354 168 1025 485 443
is_linear=0
shrinkage=0.00792826


Tree=2139
num_leaves=25
num_cat=0
split_feature=14 1213 1456 11 13 13 2 453 124 132 4 52 42 16 2 0 150 15 43 16 3 4 0 1
split_gain=0.000537983 0.000475842 0.000243334 0.00026522 0.000278797 0.000369934 0.00027036 0.000270329 0.000249138 0.000224303 0.000268326 0.000363714 0.000210701 0.00017943 0.000171337 0.000246136 0.000314954 0.000303555 0.000229111 0.000176753 0.000288098 0.00013296 0.000128824 6.72413e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 0.097940000000000013 1.0000000180025095e-35 -0.048219999999999992 0.079995000000000011 -0.23071499999999998 0.096170000000000019 -0.11145999999999999 -0.15168999999999996 0.12238000000000002 -0.230625 0.087235000000000021 -0.10312999999999999 0.0041500000000000009 -0.083144999999999983 -0.075679999999999983 0.035895000000000003 -0.08824499999999999 0.093245000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 13 8 -6 10 11 -10 -12 -7 15 -14 17 -17 19 22 -21 -8 -19 -22
right_child=-2 2 3 -5 7 6 21 -9 9 -11 12 -13 14 -15 -16 16 -18 18 -20 20 23 -23 -24 -25
leaf_value=-0.00084884418125932251 -0.0010348024887529754 -0.00061491696299368096 -0.00033407306416858321 -0.0005344653502338219 0.0007321550279737293 0.00067527141396170668 0.001277029647761569 -0.00067605630103028606 -0.00097395747970258713 0.00060037842701474576 -0.00048591778502118471 0.00019456882042354035 0.00059437507935475146 -0.00017027568756935966 0.00066296061014479264 -0.00047215431013120156 -0.00058705445251494527 0.00026631120044115969 -0.00041784471806781176 -0.00042034523807628381 0.00074406518310326315 0.00057238819420073683 0.00096299432351100412 0.00023459446689833707
leaf_weight=0.0013208967055403495 0.001098785722107253 0.001124161774969038 0.0011682486856237073 0.0014249427334505063 0.0012261488651171644 0.001051846366644793 0.0012764138462041386 0.0010921505237193587 0.0013591974704301102 0.0014564119534827549 0.0013748092134467744 0.001036995772664473 0.0017131941837362713 0.0011714234647507418 0.0011910139748411907 0.0016435344436006132 0.0017573606575127807 0.0010340377819825219 0.0010098193935722255 0.0012988629106427986 0.0010000258651247373 0.0011017866881080918 0.0013530355114909041 0.0013368096080483838
leaf_count=578 126 312 52 123 231 69 82 75 118 197 123 29 68 111 136 136 155 75 216 492 97 95 144 70
internal_value=0 2.35605e-05 6.30217e-05 9.01643e-05 0.000123559 0.000412707 0.000602304 4.36719e-05 8.3389e-05 4.05407e-05 -7.11658e-06 -0.000468257 6.79883e-05 0.000229759 0.000125083 7.2343e-05 -1.33755e-05 0.000102824 0.000237198 0.000347027 0.000140749 0.000950579 0.000661204 0.000452617
internal_weight=0 0.0305231 0.0292022 0.0280781 0.0266531 0.00576972 0.00460147 0.0208834 0.0197913 0.0185651 0.0171087 0.00239619 0.0147125 0.00222327 0.0133377 0.0121467 0.0104335 0.00867613 0.00703259 0.00602277 0.0036357 0.0023782 0.00238707 0.00233684
internal_count=3910 3784 3206 2894 2771 409 357 2362 2287 2056 1859 147 1712 180 1589 1453 1385 1230 1094 878 659 177 219 167
is_linear=0
shrinkage=0.00148603


Tree=2140
num_leaves=17
num_cat=0
split_feature=48 1 43 15 52 2 0 2 159 50 0 43 4 4 15 15
split_gain=7.34621e-05 0.000119484 0.000141252 0.000159469 0.000149207 0.000109278 9.79745e-05 0.000222866 0.000119729 9.76057e-05 0.00011271 0.000148728 0.000134385 0.000213615 0.000290507 0.000127562
threshold=-0.086624999999999994 0.10398500000000001 -0.24333999999999997 -0.038029999999999987 -0.014099999999999998 0.11462500000000002 0.18055000000000002 0.10705000000000002 0.089615000000000014 0.086465000000000014 -0.070894999999999986 -0.08768999999999999 -0.076329999999999995 0.0057500000000000008 -0.096369999999999983 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 7 8 9 10 11 -2 -13 14 -14 -15
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12 12 13 15 -16 -17
leaf_value=-0.001756655201431066 -0.0025207672024133666 -0.0015266521217649045 0.0021068935004454926 0.0032061594935811426 -0.0021733732544284056 0.00074501566545218318 0.0018060631513785177 -0.0036297220403619401 -0.0025035318632229534 -0.0018918572259495163 0.0017810256858590242 0.0021374457461047058 0.00077052034018907593 -0.00052621477220239686 -0.004453701918109172 0.0025073417316716527
leaf_weight=0.0011498390662771909 0.0011010286025567072 0.0010779816905621686 0.0018251603839411282 0.0015248434907846478 0.0011234622292802766 0.0014653484329909981 0.0010013313675835698 0.0010241173679165364 0.0010223351251576135 0.0011760744598009127 0.0019194055857612562 0.0014828983977505251 0.0010073357056939458 0.0013560126148200458 0.0011076379638781898 0.0013925725031927808
leaf_count=96 346 32 242 203 175 202 36 333 250 536 173 550 99 114 405 118
internal_value=0 7.17833e-05 0.000817839 0.0012434 0.000565347 -0.000521473 -0.000313399 -0.000481976 -0.000203241 1.9815e-05 0.000259838 -0.000132211 0.000282173 -0.000283499 -0.00196547 0.00101074
internal_weight=0 0.0206075 0.0070168 0.00593881 0.00441397 0.00258881 0.0135907 0.0125894 0.0115653 0.010543 0.00936689 0.00744749 0.00634646 0.00486356 0.00211497 0.00274859
internal_count=3910 3814 854 822 619 377 2960 2924 2591 2341 1805 1632 1286 736 504 232
is_linear=0
shrinkage=0.00704007


Tree=2141
num_leaves=24
num_cat=0
split_feature=14 1213 1456 13 132 52 4 52 474 1186 131 15 52 0 457 48 457 13 13 2 4 47 15
split_gain=0.000599595 0.000539271 0.000364309 0.000260762 0.000326482 0.000292141 0.000244223 0.000398634 0.000278987 0.000257638 0.000229813 0.000245603 0.000209676 0.000268743 0.000197418 0.000276246 0.000450638 0.000357348 0.00018589 0.000196211 0.000171618 0.000190071 0.000138225
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 0.090640000000000012 -0.23071499999999998 0.10433000000000002 0.084655000000000022 0.083980000000000013 0.087205000000000019 -0.46267999999999992 -0.24456499999999998 -0.061994999999999995 -0.0015249999999999997 0.016865000000000002 0.41137000000000007 -1.0000000180025095e-35 -0.10547499999999999 0.097940000000000013 0.05309500000000001 0.09252500000000001 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 18 7 -5 9 10 11 -8 -13 14 -14 17 22 -16 19 -4 -19 -22 -17
right_child=-2 2 3 4 -6 -7 8 -9 -10 -11 -12 12 13 -15 15 16 -18 20 -20 -21 21 -23 -24
leaf_value=-0.0010711604315444721 -0.0013344684458004373 -0.00088183101319016556 -4.5336848375116409e-05 -0.000984768857832112 0.0007461480932586846 -0.00017299582956896512 -0.00096122353431465793 0.00032783328456221621 0.00088954464528290202 0.00083515315166704019 0.00054579310847070533 -0.00074973958376547143 -0.00071643273075943281 0.00079400385155367224 -0.00096597207721174725 0.0012285175410713983 -0.00044201346740503763 -0.00049275935218320833 0.0012295318754957166 0.00082377490359577296 0.00076301954182457835 -0.00017110956234227552 0.00036592544090008079
leaf_weight=0.0013110782350135427 0.0010209283801967941 0.0011712665790762347 0.00141299529040078 0.0018937204629556571 0.0017358151793921339 0.0017756986549007925 0.0010376177180527616 0.0011140091288901477 0.0010945229094473366 0.0010068882129656833 0.0016241588739377222 0.001277495185651384 0.0013469709112745734 0.0011455826431858033 0.0015189151358280311 0.0012547165842810293 0.0013048593691564747 0.0012880338308900669 0.0012568775858051709 0.0017787690781643078 0.0012831476191585978 0.0013604283885797486 0.001021767912005575
leaf_count=578 126 312 94 192 232 113 76 32 232 66 220 123 111 116 594 118 16 179 71 159 71 16 63
internal_value=0 2.16354e-05 6.9869e-05 0.000108936 2.1016e-05 0.000424049 -4.01664e-05 -0.000498605 3.83334e-05 -1.82323e-05 -7.37988e-05 -0.000146512 -8.04782e-05 -6.28979e-06 -9.46236e-05 -1.88988e-06 0.000373761 -0.000248717 0.000662363 0.000439019 2.83837e-05 0.000282301 0.000841355
internal_weight=0 0.0310153 0.0297043 0.028533 0.0223087 0.00622434 0.0205728 0.00300773 0.0175651 0.0164706 0.0154637 0.0138395 0.0128019 0.0115244 0.0103788 0.00903187 0.00358134 0.00545052 0.00444864 0.00319176 0.00393161 0.00264358 0.00227648
internal_count=3910 3784 3206 2894 2457 437 2225 224 2001 1769 1703 1483 1407 1284 1168 1057 197 860 324 253 266 87 181
is_linear=0
shrinkage=0.00174112


Tree=2142
num_leaves=25
num_cat=0
split_feature=14 1213 1456 13 52 132 453 124 4 52 474 160 42 48 52 13 0 150 43 16 0 2 16 3
split_gain=0.000608112 0.000464559 0.000301703 0.000287202 0.000556494 0.00031176 0.00030183 0.000253161 0.000374762 0.000478406 0.000313077 0.000425 0.0004145 0.000212362 0.000201535 0.000238389 0.00015953 0.000283552 0.000188311 0.000287587 0.000353944 0.00015448 0.000204326 0.000171073
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.11588000000000002 0.079995000000000011 1.0000000180025095e-35 -0.048219999999999992 -0.23071499999999998 0.10062000000000001 0.084655000000000022 -1.0000000180025095e-35 -0.11145999999999999 0.092065000000000022 0.13709500000000002 0.019675000000000002 -0.230625 0.087235000000000021 -0.074254999999999988 -0.089559999999999987 -0.10131499999999999 0.097940000000000013 -0.15168999999999996 0.16699000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 6 7 -5 9 -9 11 -10 -13 21 15 16 -14 18 -18 -20 -21 22 -4 -23
right_child=-2 2 3 5 -6 -7 -8 8 10 -11 -12 12 14 -15 -16 -17 17 -19 19 20 -22 23 -24 -25
leaf_value=-0.00092974683443963161 -0.0011972667966854333 -0.00076405296199462468 0.00098799657207148837 0.00068581820134320127 -0.00073411919667909845 0.00067490993358597005 -0.00091024707063210681 -0.0011951034522457041 -0.00074500461206757095 0.0002517933151691732 0.00092683908933996061 -0.00083825842917531609 0.00048012531002280872 6.5667735688927794e-05 0.00087216342528083411 0.00064288917252438985 0.00052407890210759618 -0.00074395129466699129 0.00039641208421701965 0.00012567209194312178 -0.0011124852323132011 0.0015887679871628853 -3.1353624311135317e-05 0.0006394020666414459
leaf_weight=0.0013263770885134215 0.0011431932785108114 0.0011448255601078572 0.0010482861511445854 0.0013350665045189459 0.0010012680113429262 0.0017325428431141645 0.0010416412961056212 0.0015829383741749947 0.0018965401133440489 0.0010061438882835172 0.0010045696089581923 0.0011856691262094295 0.0015427135216450295 0.0015105464019009585 0.0010315841733294926 0.0018853980553660008 0.0016864542883673539 0.0014726416559523309 0.0016918171091794502 0.0012696045641753485 0.0012174798906477028 0.0010038360653026324 0.0010692788464278747 0.0010405932016772229
leaf_count=578 126 312 47 219 91 232 67 167 432 29 212 86 59 91 39 166 162 51 145 24 367 43 88 77
internal_value=0 2.07318e-05 6.22e-05 9.45317e-05 0.00039356 6.16111e-06 -4.94083e-05 -4.14084e-06 -5.40035e-05 -0.000632825 4.03411e-05 -1.9508e-05 8.64687e-05 0.000592608 0.000179404 0.000113025 5.3368e-07 -0.000100294 6.13121e-05 -0.000125444 -0.000480432 0.000783854 0.000473269 0.00110555
internal_weight=0 0.0317278 0.0304014 0.0292566 0.00667381 0.0225828 0.0208503 0.0198086 0.0184736 0.00258908 0.0158845 0.0148799 0.0129834 0.00567254 0.0117977 0.0107661 0.00888071 0.007338 0.00586536 0.0041789 0.00248708 0.00416199 0.00211756 0.00204443
internal_count=3910 3784 3206 2894 437 2457 2225 2158 1939 196 1743 1531 1099 346 1013 974 808 749 698 536 391 255 135 120
is_linear=0
shrinkage=0.0016407


Tree=2143
num_leaves=27
num_cat=0
split_feature=14 1213 480 1456 52 475 13 40 51 1 2 15 2 129 150 43 42 15 12 1 1 1 4 43 12 43
split_gain=0.000627805 0.000410823 0.000351686 0.000302971 0.000250977 0.00040386 0.000311204 0.000388103 0.000556352 0.00030796 0.000490539 0.000358968 0.000357305 0.000307291 0.000265895 0.000251861 0.000221969 0.000208578 0.000309034 0.000249023 0.000399455 0.000331519 0.000421537 0.000178537 0.000109578 0.000100586
threshold=0.077685000000000018 -1.0000000180025095e-35 0.086640000000000009 -1.0000000180025095e-35 -0.42985499999999993 -0.067819999999999978 -0.010384999999999998 0.057150000000000006 -0.06809999999999998 0.08844500000000001 0.10393500000000001 -0.19153499999999998 0.099015000000000006 0.087190000000000017 -1.0000000180025095e-35 0.013605000000000001 0.095565000000000011 0.035895000000000003 0.091475000000000015 0.10113500000000002 0.11215000000000001 0.086560000000000012 0.0057500000000000008 -0.083899999999999988 0.088375000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 9 8 -8 10 12 -11 15 14 -10 23 24 19 -19 21 -21 25 -23 -7 -13 -16
right_child=-2 2 -4 4 5 6 7 -9 13 11 -12 16 -14 -15 17 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27
leaf_value=-0.00079086269989800937 -0.0010937576841142159 -0.0006579128711685715 -0.00081106617740978591 -0.00061150431682252624 0.00088316966604537635 0.0001856013447058643 -0.00098897543958726764 0.00085303142659323944 -0.00059557586223829789 -0.00020211075086209028 -0.00072664720285542535 0.0012337320057132573 0.0010596992182384504 -0.00075537919816239657 0.00018970453105611739 0.00058216868141049778 0.00026379734235772981 -0.00072335445427089461 0.00028681494555977006 0.0013529377217884307 0.00013990753167226301 -0.00099094178788388157 0.00015299283689537807 -0.00068333449593483483 0.0006173108827449953 0.00078203883879100745
leaf_weight=0.0013371729810435764 0.0011665735308462035 0.0011833516141249991 0.0010128575284071495 0.0010292756347482076 0.0015100121525752344 0.0010196733977877199 0.0014140109049184954 0.0010016921683541563 0.0012241312298670879 0.0011059172141599481 0.0013717847793369153 0.0016748757539378212 0.0010247229002924296 0.0011124196269975553 0.0012787083548764563 0.001258157319141695 0.001362872464343412 0.0013554230194475778 0.0013200953123355674 0.0010315771978711141 0.0014312197894230921 0.001081757844629827 0.002077528990156452 0.0010702032132285186 0.0010275152168430779 0.0012538539053213969
leaf_count=578 126 301 235 281 271 113 96 33 56 168 104 174 48 103 64 120 128 128 111 82 83 54 29 265 112 47
internal_value=0 1.57371e-05 5.02692e-05 7.91371e-05 0.000109174 0.000135658 9.30608e-05 -4.17273e-05 -0.000103197 0.000285473 4.86549e-05 0.000548549 0.000291876 -8.07069e-06 6.0894e-05 5.68709e-05 0.00075276 0.000135095 -0.000224939 0.000253221 0.000648002 8.24033e-05 -0.000238697 -0.000259371 0.000999354 0.000482965
internal_weight=0 0.0325708 0.0312336 0.0302208 0.0290374 0.0280082 0.0264981 0.0155824 0.0145807 0.0109157 0.00574454 0.00517118 0.00437276 0.0131667 0.0120543 0.00334803 0.00406526 0.0108302 0.00267552 0.00815465 0.0024628 0.00569185 0.00315929 0.00208988 0.00270239 0.00253256
internal_count=3910 3784 3206 2971 2670 2389 2118 886 853 1232 650 582 546 757 654 498 414 598 239 359 165 194 83 378 286 111
is_linear=0
shrinkage=0.00148603


Tree=2144
num_leaves=22
num_cat=0
split_feature=14 1213 1456 13 52 132 124 4 52 43 42 50 4 160 2 0 3 1 48 2 43
split_gain=0.000567201 0.000459094 0.000358679 0.000267351 0.00029098 0.000287936 0.00027232 0.000375245 0.000320513 0.000282289 0.000315502 0.00022794 0.000377991 0.000204872 0.00031518 0.000358734 0.000307746 0.000260147 0.000177369 0.000132074 0.000130991
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.090640000000000012 0.079995000000000011 -0.048219999999999992 -0.23071499999999998 0.096170000000000019 -0.089949999999999988 0.088235000000000022 0.082725000000000007 -0.076329999999999995 -0.081519999999999995 0.11230000000000001 -0.230625 -0.074234999999999982 0.092550000000000007 0.092065000000000022 0.097940000000000013 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 18 6 -5 8 -8 10 -9 12 -11 -14 15 -15 20 -18 19 -4 -17
right_child=-2 2 3 5 -6 -7 7 9 -10 11 -12 -13 13 14 -16 16 17 -19 -20 -21 -22
leaf_value=-0.00089978570008653622 -0.0012121912534624499 -0.00082589567993574843 0.00054665612722268895 0.00063647685725806051 -0.00015849622545902699 0.00066002039129807173 -0.0011271599911489509 -0.00087813156300538459 1.812316027386974e-05 0.00083466614339156118 0.00022491337836316481 -0.00053130041223036807 0.00061227090521602458 0.00083303482543625165 -0.0007302117727599767 -2.7870488891471101e-06 4.9888147686558174e-05 -0.00081532382792362176 0.00011085898974667673 0.0012222520059747006 0.00080369198534369481
leaf_weight=0.0013565740474044815 0.001007180189329159 0.0011420074933836113 0.0018605514571534794 0.001415866607977218 0.0017913157754801956 0.0016276199003025715 0.001549482732317471 0.0017751689262078462 0.0010680106974830239 0.0018567740696467877 0.0010785609909929605 0.0013410479188333069 0.0014075926652214197 0.0013595368442613732 0.0014607590343357207 0.0010304540673327671 0.001845625494184067 0.0017533290889099884 0.0012986563229753223 0.0012528263679914969 0.0010541728670969766
leaf_count=578 126 312 124 226 113 232 166 244 31 266 93 329 203 44 162 125 110 65 86 114 161
internal_value=0 1.47898e-05 5.76174e-05 9.38759e-05 0.000388242 9.43007e-06 -4.35252e-05 -9.53425e-05 -0.000659852 -2.77852e-06 -0.000461238 9.70224e-05 0.000168623 4.3849e-05 -5.02382e-05 9.07899e-05 -8.67583e-05 -0.000371624 0.000610222 0.000818517 0.000405041
internal_weight=0 0.0303259 0.0289694 0.0278274 0.00620335 0.021624 0.0199964 0.0185805 0.00261749 0.015963 0.00285373 0.0131093 0.0117682 0.00991147 0.00850388 0.00704312 0.00568358 0.00359895 0.00441203 0.00311338 0.00208463
internal_count=3910 3784 3206 2894 437 2457 2225 1999 197 1802 337 1465 1136 870 667 505 461 175 324 238 286
is_linear=0
shrinkage=0.00160853


Tree=2145
num_leaves=25
num_cat=0
split_feature=14 1213 52 157 159 130 1186 48 52 13 0 13 1 457 16 52 47 1 4 13 160 16 12 475
split_gain=0.000554606 0.000466813 0.000263844 0.000267739 0.000286494 0.00024976 0.000585575 0.000273465 0.000228915 0.000506839 0.000452992 0.000411791 0.000600558 0.0002837 0.00024082 0.000267956 0.000210032 0.000205208 0.000180288 0.00018004 0.000173451 0.000161891 0.000170946 0.000125018
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.42985499999999993 -0.077044999999999988 0.10856 -0.0015749999999999998 0.085080000000000003 0.12675000000000003 0.11588000000000002 -0.082249999999999976 -0.077944999999999987 -0.083514999999999992 0.077800000000000022 -0.0015249999999999997 -0.12467499999999999 -0.068164999999999989 0.089345000000000022 0.08844500000000001 0.05309500000000001 0.17936000000000002 -0.11175999999999998 1.0000000180025095e-35 0.092150000000000024 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 23 5 6 -5 8 10 -10 11 16 -13 -14 -15 -16 17 -7 -17 21 -11 -12 -23 -4
right_child=-2 2 3 4 -6 7 -8 -9 9 20 19 12 13 14 15 18 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.001004811630725175 -0.0012669028439580561 -0.00076881203409907665 0.0011228808995407879 -0.0012992866899236455 -0.00085365027609455267 0.00035663893794499744 0.00048420201039962618 -0.00060750997875939623 -0.0010872147475025646 -0.00020678950018216357 0.0011903118705465722 -0.0013885380308601013 -0.00072782154836675459 0.00094840007966949275 0.00059031957069912713 -0.00089379703199581148 -0.00016778377470304517 0.0012778521988200881 7.0078719529847205e-05 9.037850012341525e-05 0.00078673976150021429 8.1424218208940444e-05 0.00090244375447265227 0.00026658630132574476
leaf_weight=0.0012796870122277057 0.0010432893947538982 0.001094377104403201 0.0010601171220116848 0.0011900067345116108 0.0010120217174055665 0.0017596537424703265 0.0010509549259621886 0.0013691347384900956 0.0012734416762319456 0.0010421313337132809 0.0019358301280078217 0.0010712435884160914 0.0012194246216188356 0.0010532390342990593 0.001485344311350608 0.0010452067744576429 0.0010374929703040464 0.0012564786325547292 0.0013456664195317103 0.001406718920716088 0.0010896847447926508 0.0013468564077466216 0.0017912568370992421 0.0010086615291293724
leaf_count=578 126 337 211 181 195 213 55 90 148 177 325 307 47 89 61 99 73 124 25 35 114 96 77 127
internal_value=0 2.42804e-05 6.97776e-05 0.00010273 5.43717e-05 9.14709e-05 -0.000462875 0.000146612 0.000195408 -0.000218106 0.000274719 6.38576e-05 -0.000185477 2.41176e-05 0.000210129 9.52673e-06 0.00050796 0.000740404 -0.000351294 0.000641532 0.000301056 0.000794336 0.000550068 0.000705383
internal_weight=0 0.0302246 0.0289449 0.0278506 0.0257818 0.0247698 0.00224096 0.0225288 0.0211597 0.00340526 0.0177544 0.0112738 0.00722012 0.00614888 0.00492946 0.00387622 0.00405363 0.00301613 0.00239087 0.00648066 0.00213182 0.00507394 0.00313811 0.00206878
internal_count=3910 3784 3206 2869 2531 2336 236 2100 2010 439 1571 1038 628 321 274 185 410 337 124 533 291 498 173 338
is_linear=0
shrinkage=0.00174112


Tree=2146
num_leaves=18
num_cat=0
split_feature=403 403 160 123 1 42 48 50 3 0 15 43 13 15 52 1 4
split_gain=8.71869e-05 0.000112655 0.000147458 0.000169701 0.000174685 0.000368948 0.000242347 0.00019933 0.000151321 0.000102404 0.000131408 0.000219779 0.000173083 0.000187244 0.000177815 0.000163443 9.6701e-05
threshold=0.10150000000000002 0.03138500000000001 -0.217635 1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 0.11930500000000001 0.078570000000000015 -0.11266 -0.053834999999999994 0.083935000000000023 -0.078644999999999979 -0.098524999999999988 -0.077959999999999988 -0.069134999999999988 0.092550000000000007 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 16 10 11 -10 -13 14 -14 -16 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 15 -17 -18
leaf_value=-0.0027314436243165126 -0.0021249619484005056 0.001821397449573637 -0.0044159641162108626 0.0024950566323252658 0.0027835173801722835 0.00074639026055516695 -0.0033994540911390031 -0.0029098586726034395 -0.0028984474238490602 -0.0015480726040037673 0.0025490460354268959 -0.002114047363134702 -0.0021700316590707943 0.003172810671709117 0.0034919836445639987 -0.00043221804564730538 0.0036526662446859158
leaf_weight=0.0010727813399033842 0.0010168462946933956 0.0018041939065562831 0.0011034429430920476 0.0014194759175930492 0.0010293109685724907 0.0013094220271576695 0.0010611062227647858 0.0010039219255458713 0.0011560516730446911 0.0017081348484187043 0.0013123252538805863 0.0010580259087628312 0.0011567262338278983 0.0016476601104047361 0.0010438627653653349 0.0012527436388533736 0.001156831205467509
leaf_count=387 265 205 729 295 90 130 79 333 345 186 332 100 62 192 36 43 101
internal_value=0 7.03885e-05 -9.16877e-05 6.20598e-05 -0.000141097 -0.000329594 -2.62956e-05 0.000232965 0.000479427 9.0432e-05 0.000414839 3.19618e-05 0.000582001 0.0011412 0.000171881 0.00135143 0.00210962
internal_weight=0 0.021296 0.0194918 0.018419 0.0169996 0.0159703 0.0148668 0.0138057 0.0128018 0.0103355 0.0086274 0.00731507 0.00615902 0.00510099 0.00345333 0.00229661 0.00246625
internal_count=3910 3645 3440 3053 2758 2668 1939 1860 1527 1296 1110 778 433 333 141 79 231
is_linear=0
shrinkage=0.00732449


Tree=2147
num_leaves=27
num_cat=0
split_feature=14 1213 13 52 132 484 124 0 4 3 1 52 2 160 1 16 151 2 2 15 2 43 42 15 2 16
split_gain=0.000649955 0.000548759 0.000287311 0.000616312 0.000404334 0.000247187 0.000216072 0.00031189 0.000431413 0.000331983 0.00044815 0.00026296 0.000411872 0.00026591 0.000230822 0.000223378 0.000218516 0.00042394 0.000213406 0.000263606 0.000186242 0.000158118 0.000150267 0.000114683 0.000185222 9.64784e-07
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.091229999999999992 0.11588000000000002 0.079995000000000011 0.097080000000000014 -0.048219999999999992 -0.081964999999999996 0.070230000000000015 -0.09113499999999998 0.10471000000000001 0.0033900000000000002 0.11339500000000001 -0.026849999999999995 0.13148500000000005 -0.15595499999999998 -0.0088999999999999982 0.092175000000000021 0.097940000000000013 -0.042544999999999993 0.11934000000000002 0.088185000000000013 0.060615000000000009 -0.099824999999999983 0.086650000000000019 -0.08755499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 5 6 -4 11 9 22 -11 12 13 -8 -10 -13 -15 23 19 -3 21 -20 -9 -18 -25 -17
right_child=-2 2 4 -5 -6 -7 7 8 14 10 -12 15 -14 16 -16 25 17 -19 20 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.00098347526041713202 -0.001243530056338105 -0.00038118479981240491 0.00056665958978722943 -0.0007881544125634837 0.00071965710650937289 -0.00084020241686341777 0.0008170193436618185 -0.00056626230214438036 0.00078285290567086394 -0.0015838965556708537 -0.00029258171127951942 -9.4524818109829723e-05 -0.00096973068144736742 -0.00053376655232039783 -0.00024256046421488128 0.00076552233204046395 0.0001859761469354736 0.0009174147115254414 0.0015821238666554936 0.00065648284985564138 0.00030708050289593886 0.00068615636678878342 0.00024481265968435354 -0.00088421219134612113 7.9341333438644898e-05 0.00083583302351818655
leaf_weight=0.0013334777076492018 0.0010781724772245807 0.0010726006113658051 0.0014373400515332651 0.0010195334275504564 0.0018013336819591641 0.0010357175851110336 0.001067449173699748 0.0011588481854056748 0.0010822492591540597 0.0014671411079511167 0.0013218997000370436 0.0011220861099338203 0.001125879670312635 0.0017586277664555514 0.0011952954555923059 0.0010125402939038797 0.0014513328678685553 0.0012904878708100975 0.001031445412503107 0.0015470093588981727 0.0010556783306951978 0.001007348884272119 0.0012061587916507577 0.0010358773634579913 0.0010288428813664055 0.001007250979121189
leaf_count=578 126 83 222 99 245 179 193 203 81 579 119 58 70 128 45 164 39 68 55 83 106 25 33 131 66 132
internal_value=0 2.64422e-05 7.08293e-05 0.00036391 -1.27706e-05 -7.32772e-05 -3.50324e-05 -7.97684e-05 -0.00033831 -0.000595938 -0.000971862 8.16866e-05 -6.15231e-05 7.24457e-05 0.000244698 0.000480907 -4.86166e-05 0.000128891 0.000569466 0.000231609 0.000855477 0.00113943 -0.000152612 -0.000160519 -0.000404077 0.000800586
internal_weight=0 0.0316735 0.03034 0.00673362 0.0236064 0.021805 0.0207693 0.019332 0.00743159 0.00515405 0.00278904 0.0119004 0.0087585 0.00763262 0.00227754 0.00314188 0.00656517 0.00480654 0.00571408 0.00261961 0.00309447 0.00203879 0.00236501 0.00351605 0.00206472 0.00201979
internal_count=3910 3784 3206 451 2755 2510 2331 2109 1060 934 698 1049 695 625 126 354 432 304 352 166 186 80 236 236 197 296
is_linear=0
shrinkage=0.00160853


Tree=2148
num_leaves=25
num_cat=0
split_feature=14 1213 1456 13 13 132 2 15 52 39 133 42 0 16 16 0 40 4 16 151 15 52 12 1
split_gain=0.000607922 0.000464833 0.000277164 0.000245058 0.000306074 0.00029362 0.000273776 0.000258604 0.000227277 0.000279324 0.000245114 0.00023672 0.000334693 0.000286106 0.000276562 0.000315963 0.000218201 0.000209965 0.000179366 0.000243403 0.000245124 0.000263914 0.000172374 0.000153336
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 -0.52445999999999982 0.079995000000000011 0.097940000000000013 -0.042544999999999993 -0.40083499999999994 0.005105000000000001 0.090085000000000012 0.085195000000000007 -0.099864999999999995 -0.073459999999999984 -0.0083999999999999995 -0.10462499999999998 -0.065744999999999984 0.022820000000000003 -0.088734999999999994 -0.044604999999999992 -0.106555 -0.068164999999999989 0.094045000000000004 0.10232500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 -6 -5 10 11 12 14 -14 15 18 -11 -8 19 -10 -21 -22 -13 -15
right_child=-2 2 3 5 6 -7 17 -9 9 16 -12 22 13 23 -16 -17 -18 -19 -20 20 21 -23 -24 -25
leaf_value=-0.0009677260059202552 -0.0013469162895314417 -0.00080812688719624675 -0.00040737797763814226 -0.00080669986186671051 -0.00043521831459744555 0.00073700154950426288 0.0015164943591383494 0.00068940189230967859 -0.00079580608891765192 0.00010387996995349765 -0.00077532168163061787 0.00078410470676093622 -2.8332334159711934e-05 -0.0014228766925756813 0.00084448863358717731 0.00078047552018526702 0.0011693259636162765 0.00051483026234478964 -0.00080298790903220402 0.00086384498758575678 0.00047319644459690627 -0.00079061652764476995 -0.00013138691348850602 -0.00047209538217720819
leaf_weight=0.0013894429838164765 0.0010369169603215702 0.0010591205812843221 0.0011506330844757162 0.0011302609378288043 0.0011470357697922345 0.0016935651911943314 0.0012984493751234671 0.001473073296080484 0.0010393258810665884 0.0013831542555713698 0.0014217444841664309 0.0018248269619076671 0.0019145997758724552 0.0011298645260816136 0.0013103941741121564 0.0011964910247526106 0.0010793280022088694 0.0013423831744457937 0.0013000149128714611 0.0011188423394941083 0.0010294321368746751 0.00105545542141261 0.0010064090649724022 0.0010161055210784475
leaf_count=578 126 312 53 291 100 232 83 91 61 241 392 211 307 335 30 24 71 110 46 40 19 32 67 58
internal_value=0 3.58162e-05 8.36988e-05 0.000117359 0.000422326 2.70431e-05 0.000603793 0.000197064 -3.32067e-05 1.32317e-05 -7.06858e-05 -3.63806e-06 -0.00011172 -0.000527414 9.79653e-05 -4.71836e-05 0.000570874 0.00100733 -0.000225837 -4.90053e-05 0.000193265 -0.000166597 0.000458678 -0.000972687
internal_weight=0 0.03051 0.0291205 0.0280614 0.00641157 0.0216498 0.00526094 0.00262011 0.0199562 0.018826 0.0163635 0.0149418 0.0121105 0.00406057 0.00804996 0.00673956 0.00246248 0.00264083 0.00554307 0.00424306 0.00320373 0.00208489 0.00283124 0.00214597
internal_count=3910 3784 3206 2894 437 2457 384 191 2225 1934 1622 1230 952 700 252 222 312 193 198 152 91 51 278 393
is_linear=0
shrinkage=0.00177594


Tree=2149
num_leaves=17
num_cat=0
split_feature=4 13 0 39 48 2 48 16 474 160 133 13 3 4 1 43
split_gain=7.71323e-05 0.000165763 0.00019864 0.000130596 0.000209647 0.000182277 0.000150958 0.000157049 0.000149019 0.000166771 0.000130717 0.000166734 0.000113982 0.000287632 0.000258586 0.000132714
threshold=-0.51381999999999983 -0.23438999999999996 -0.11208499999999998 0.005105000000000001 0.11930500000000001 0.093655000000000002 0.095825000000000007 0.16388500000000003 0.084655000000000022 -1.0000000180025095e-35 -0.090054999999999982 -0.083514999999999992 -0.088024999999999978 0.0057500000000000008 0.092550000000000007 -0.016244999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 8 9 -3 -11 -12 15 -14 -15 -13
right_child=1 3 -4 5 -6 -7 -8 -9 -10 10 11 12 13 14 -16 -17
leaf_value=-0.0022100140583957342 -0.00027960157836318773 -0.0026704676038154869 0.0048708815534761153 -0.00034881974536092586 -0.0039024892424824888 0.0044813425211740043 0.0027702588498707526 -0.0030352897257384824 0.002708527215138317 -0.0025601562983670659 0.0028393982637940946 -0.00058344317127419936 -0.0035470295335615575 0.0035285017591938791 -0.002034415617484978 0.0035785030369430023
leaf_weight=0.0011370826261256619 0.0010964273112666345 0.0019938614661555712 0.0011095594565831554 0.0013437703702816597 0.0011964682838753174 0.0010062800346731585 0.0011844427015967338 0.0015098794585928854 0.001247850035810895 0.0012227611423343268 0.0017027294392756437 0.0011917896444272047 0.0018520490597514778 0.0013154170030081347 0.0011564117457316669 0.0010716342689933277
leaf_count=80 112 653 91 176 100 223 166 436 257 347 253 250 511 67 78 110
internal_value=0 8.42603e-05 0.00231097 -0.000174334 -0.000441704 0.00171943 -0.000173676 -0.000418125 -0.000108305 -0.000413779 5.9218e-05 0.00044557 -0.000173203 -0.000989955 0.000925966 0.00138706
internal_weight=0 0.0212013 0.00220599 0.0189953 0.0166453 0.00235005 0.0154488 0.0142644 0.0127545 0.0115067 0.00951279 0.00829003 0.0065873 0.00432388 0.00247183 0.00226342
internal_count=3910 3830 203 3627 3228 399 3128 2962 2526 2269 1616 1269 1016 656 145 360
is_linear=0
shrinkage=0.00858181


Tree=2150
num_leaves=26
num_cat=0
split_feature=14 1213 51 1456 11 12 47 1 52 13 43 4 1 50 4 457 0 48 52 1 0 15 52 16 16
split_gain=0.000561933 0.000464395 0.000441035 0.000388458 0.000250324 0.000275752 0.000533229 0.000494807 0.00044557 0.000414239 0.000334339 0.00050877 0.000333779 0.000283236 0.000291185 0.000288674 0.000327335 0.000372359 0.00030452 0.000191797 0.000204977 0.000181588 0.000170601 0.000126716 9.28983e-05
threshold=0.077685000000000018 -0.081334999999999977 -0.40274499999999996 -1.0000000180025095e-35 0.088315000000000018 -1.0000000180025095e-35 0.12209500000000001 0.092550000000000007 -0.012244999999999997 -0.094679999999999986 -0.12074999999999998 -0.23071499999999998 0.10080500000000002 0.082725000000000007 -0.076329999999999995 -0.067474999999999993 -0.10071499999999999 0.016865000000000002 -0.07125999999999999 0.094695000000000015 -0.22851499999999997 0.035895000000000003 0.078330000000000025 -0.089559999999999987 -0.15168999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 9 -5 -9 12 21 -12 22 14 23 -16 18 -18 -17 20 -20 -11 24 -13 -7
right_child=-2 2 3 4 -6 6 -8 8 -10 10 11 13 -14 -15 15 16 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0010977946405107181 -0.0011893539269191853 -0.0009686740275184478 -0.00088518898538218088 -0.00027482049978559469 -0.00054588058383858761 0.0010087493506414048 -0.00099676239384292094 0.001673665136810294 0.00038030479793754805 0.00090059286750531506 -0.00086952216015313442 0.001102265587019759 0.0014260665938297349 -0.00073604267792408429 -0.00079292684462547286 -0.00026825384332897901 -0.00079769064744091987 0.00045855386735147618 0.00073525277098797424 0.00095196784832544598 -0.00023453391836159062 7.1773841373694408e-05 -7.6029498123376924e-05 0.00028153437937804141 0.00030528374439203054
leaf_weight=0.0010191188211946525 0.0011219962083603976 0.0011495126997210217 0.0011109645462306873 0.0014337362570082625 0.0014925354173178631 0.0010563608844904593 0.001209372444831879 0.0012728214397919879 0.0018023194999432467 0.0017024031077282056 0.0019448783594171399 0.0010430213929675247 0.0010365464923738354 0.0011823350973811072 0.0011308034793766778 0.0017421460548234791 0.0018901125343493115 0.0010160067673521817 0.0012121790941819199 0.0019384447827643925 0.0012295171448339871 0.0013100226870597087 0.0015287253371010223 0.0010645994504273832 0.0010466812435452324
leaf_count=378 126 129 281 110 119 24 68 184 213 101 136 100 94 391 101 36 542 115 17 75 52 130 64 265 59
internal_value=0 1.46145e-05 4.94475e-05 8.67238e-05 0.000122376 0.000157017 8.64472e-05 0.000537093 0.000915635 0.000143219 3.0297e-05 -6.94773e-05 0.000588455 4.62168e-05 0.000121615 4.17538e-06 0.000104012 -0.000358496 0.000323555 0.000558939 0.000246916 0.000540162 0.000349392 0.000687699 0.000658635
internal_weight=0 0.0335652 0.032546 0.0313965 0.0302856 0.028793 0.0242842 0.00450888 0.00307514 0.0230748 0.0184065 0.015394 0.00466831 0.0134492 0.0122668 0.0101592 0.00902841 0.00290612 0.00612229 0.00438014 0.0024417 0.00301243 0.00363177 0.00210762 0.00210304
internal_count=3910 3784 3406 3277 2996 2877 2370 507 397 2302 2061 1830 241 1694 1303 938 837 657 180 144 69 231 147 365 83
is_linear=0
shrinkage=0.00167351


Tree=2151
num_leaves=18
num_cat=0
split_feature=1 0 15 13 47 133 51 51 0 48 16 160 133 16 16 48 16
split_gain=8.99432e-05 0.000164012 0.000148818 0.000265581 0.000147329 0.000126091 0.000113448 0.000168388 0.000153611 0.000188574 0.000168361 0.000106056 0.000133581 0.000119746 7.87802e-05 0.000145338 6.49492e-05
threshold=0.076710000000000014 -0.089879999999999974 0.035895000000000003 -0.0024749999999999993 0.087850000000000025 0.08321000000000002 -0.09021499999999999 -1.0000000180025095e-35 -0.15517999999999996 0.087945000000000009 -0.014754999999999999 0.084835000000000008 0.084285000000000013 0.18936500000000003 -0.055679999999999993 0.10417000000000001 -0.086699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 6 -1 -2 -8 9 -9 -10 12 13 16 15 -6 -3
right_child=2 11 3 -5 14 -7 7 8 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0038790399766149429 0.0032201880188924706 0.00063823719837389982 0.0010329224571473316 -0.003247914226951538 -0.00084090938811774924 -0.00053083110543533174 -0.0015331891752199396 0.0021700459583906873 0.0041094831972453326 -0.0014616965963281322 0.00062342659278352556 0.0019343850515801517 -0.0021182393034695972 0.0022554573923051833 -0.0015134491481074153 0.0023002966254396552 -0.0017752569818583288
leaf_weight=0.0010584537720388235 0.0010845935028129814 0.0010010369988550467 0.0012942585085565228 0.0013617792150331662 0.0018083631398217725 0.0010030655462946597 0.0011163768571840213 0.0012165041342353583 0.0014112301020004865 0.0014173872170779589 0.0011523039676732995 0.0010384752655538815 0.0014966015861698351 0.0010100969519659109 0.0016779336008499457 0.0010755775336986698 0.0010419659653320866
leaf_count=280 177 230 365 167 97 201 159 98 336 49 179 158 612 88 178 97 439
internal_value=0 -0.000618615 0.000286994 -0.00116191 0.000608755 -0.00224991 0.00119848 0.000851193 0.00136334 0.000215681 0.00254251 -1.68171e-05 -0.000462182 0.000349603 -0.000347662 0.000330616 -0.000592686
internal_weight=0 0.0076497 0.0146163 0.00265604 0.0119603 0.00206152 0.0073984 0.0063138 0.00519743 0.00263389 0.00256353 0.00558818 0.0045497 0.0030531 0.00456187 0.00288394 0.002043
internal_count=3910 2008 1902 532 1370 481 998 821 662 147 515 1527 1369 757 372 194 669
is_linear=0
shrinkage=0.0067667


Tree=2152
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 13 13 124 132 4 52 52 16 2 15 52 47 42 15 1374 2 52 2 52
split_gain=0.000531076 0.000482 0.000301999 0.000304184 0.000235771 0.000433181 0.000340642 0.000269609 0.000254915 0.000426584 0.000223711 0.000198742 0.00030783 0.000350206 0.000334609 0.000480549 0.000255269 0.000394399 0.000269775 0.000277047 0.000156538 0.000131136 0.000110349
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 -0.048219999999999992 0.079995000000000011 -0.23071499999999998 0.096170000000000019 0.083750000000000005 -0.50909499999999996 0.12238000000000002 -0.11739999999999999 -0.092854999999999979 0.10843500000000002 0.088345000000000021 0.084050000000000014 -0.094679999999999986 -1.0000000180025095e-35 0.082665000000000002 0.097940000000000013 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 9 -8 21 -10 13 -13 15 -15 17 18 -16 -20 22 -7 -21
right_child=-2 2 3 -5 6 10 7 -9 11 -11 -12 12 -14 14 16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=-0.0010116454582646574 -0.0012628994308495471 -0.0008183398959011707 -0.00050702618621438185 -0.00067893522431342057 0.00087866929091391915 0.0006110144243109167 -0.0012156351208619885 0.00069747879591843952 -0.00058996453902763948 0.00025167780986519125 7.0601621636027807e-05 -0.00078845436264105321 0.0009588340279808919 -0.0012912717205905151 -0.00034500268745307522 0.00031940716247996315 0.00088440512988565226 -0.00068872940138329337 -0.00014148422582120984 0.00063174241339274096 0.00017363199524529738 0.0013008943565743891 0.0013456100374348221
leaf_weight=0.0013134818277673729 0.0010089917674305218 0.0011262471413950514 0.001141996574024029 0.0014405644246671115 0.0014305694965283727 0.0018329760994249015 0.0013919625506566479 0.0015468445702618008 0.0014676732618142596 0.0010565540349307123 0.0012813286316066819 0.0014844998749474975 0.0011209749364490687 0.0011392027210404944 0.0014994395940242117 0.0011073890149728705 0.0015978103313712697 0.0014827908440192827 0.0014776417450477171 0.0013578355376709945 0.001021326944628545 0.0015345889402070614 0.0012707799950555923
leaf_count=578 126 312 52 123 241 120 119 202 102 29 109 146 133 221 45 41 384 298 49 147 114 128 91
internal_value=0 2.05865e-05 6.6067e-05 0.000100791 0.00014202 0.000453774 5.78685e-05 -7.75471e-07 -5.9235e-05 -0.000582478 0.000689794 2.07014e-05 8.22589e-05 9.1404e-06 0.000108187 -0.000497337 0.000248321 0.000122999 0.000304622 0.000494589 0.000752097 0.000925391 0.000976855
internal_weight=0 0.0311245 0.029811 0.0286848 0.0272442 0.00579089 0.0214533 0.0200227 0.0184759 0.00244852 0.00464889 0.0160274 0.0145597 0.0134387 0.0119542 0.00224659 0.00970762 0.00810981 0.00662702 0.00512758 0.00364994 0.00336757 0.00262862
internal_count=3910 3784 3206 2894 2771 409 2362 2121 1919 148 357 1771 1669 1536 1390 262 1128 744 446 401 352 248 238
is_linear=0
shrinkage=0.00174112


Tree=2153
num_leaves=17
num_cat=0
split_feature=11 48 0 0 151 0 48 51 0 4 4 47 2 4 13 1
split_gain=8.14046e-05 0.000108213 0.000197534 0.000201328 0.000165214 0.000175927 0.000137457 0.000120297 0.000117388 0.000270129 0.000118416 0.000384308 0.00012657 0.000192805 6.38457e-05 3.56521e-05
threshold=0.088315000000000018 0.016865000000000002 -0.19631499999999999 -0.11524 -0.0008699999999999999 -0.15291499999999997 0.087945000000000009 0.043405000000000006 -0.11756999999999999 0.15045000000000003 -0.076329999999999995 0.086165000000000005 0.106285 -0.08422499999999998 -0.0019849999999999994 0.10915500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 -6 -3 -5 -7 10 12 -12 13 14 -10 -13
right_child=-2 2 3 7 5 8 -8 -9 9 -11 11 15 -14 -15 -16 -17
leaf_value=-0.0026653155774602377 -0.0020466568373634533 0.001468792350741571 0.0047554443416872637 -0.00025826170071254709 0.0028707520841593239 -0.0021430033314766006 -0.0018561322711081354 0.0029277293829486797 -0.00047251853316123045 0.0024887274727427621 -0.0048797564362580903 0.0010425221500587121 0.0024468808045022741 0.0014545630673769828 -0.0029024370246221211 -0.00076406618719836411
leaf_weight=0.0014060318688890504 0.0010189848676667853 0.0010708068437068619 0.0010091380225026869 0.0017114041371893906 0.001037624400523531 0.0015660203782942297 0.0017690796969138667 0.0010116235182116989 0.0010758097379067466 0.0019233233472208322 0.0012316784453122592 0.0012165462901887469 0.0010434592232422268 0.001709651873530095 0.0012589553282447447 0.0011307178522228511
leaf_count=393 145 36 139 337 117 130 76 158 267 269 845 99 62 522 227 88
internal_value=0 7.28033e-05 0.000853282 0.00196097 -0.000278526 -2.41717e-05 -0.000602437 0.000925356 -0.000271276 5.5059e-06 -0.000545566 -0.00156637 0.000172496 -0.000414295 -0.00178278 0.000172257
internal_weight=0 0.0211719 0.00657205 0.00373217 0.0145998 0.0131938 0.00283989 0.00272303 0.0121562 0.0105901 0.00866682 0.00357894 0.00508788 0.00404442 0.00233477 0.00234726
internal_count=3910 3765 746 634 3019 2626 112 495 2509 2379 2110 1032 1078 1016 494 187
is_linear=0
shrinkage=0.00732449


Tree=2154
num_leaves=27
num_cat=0
split_feature=14 1213 1456 453 0 1375 38 124 40 3 4 48 3 0 3 1 13 43 52 2 1 0 3 160 48 16
split_gain=0.000703433 0.000458498 0.000366273 0.000436461 0.000303521 0.0003296 0.000291387 0.000540986 0.000362094 0.000474341 0.000517519 0.000357178 0.000347291 0.000315503 0.000210194 0.000263013 0.000252752 0.000226256 0.000362909 0.000313359 0.000264979 0.000208747 0.000202487 0.000450225 0.000149985 7.47887e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.230625 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 -0.23071499999999998 0.091555000000000011 -0.10942499999999998 -0.035699999999999989 -0.084129999999999996 0.076710000000000014 0.0043150000000000003 -0.074254999999999988 -0.072349999999999984 0.087995000000000004 0.092550000000000007 -0.10303999999999998 -0.075954999999999981 0.031805000000000007 0.092930000000000013 -0.090494999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 24 -6 7 -7 -9 10 11 12 -10 14 15 16 -12 22 -19 20 -20 -17 23 -16 -4 -21
right_child=-2 2 3 -5 5 6 -8 8 9 -11 13 -13 -14 -15 17 21 -18 18 19 25 -22 -23 -24 -25 -26 -27
leaf_value=-0.00089220987903378536 -0.0013086731097908537 -0.00084557503680912941 0.0012116074072939806 -0.00080975444986197242 -0.00062783926253627423 0.0011015955082995833 -0.00066903463897785413 -0.00066136440641001437 -0.00019215277000261184 0.0011845909540617522 -0.0011384514603959169 0.0003414484509467481 -0.0013759541125045298 0.00093383881962970827 -0.00025293476512797678 0.00068464303351368258 3.0149377457665325e-05 -0.00077928850474674695 0.00035261679839600365 0.0010710396500675623 -0.0006903353154810132 -0.0002498507057236035 0.0012100479415557649 0.0011722232446054282 0.00032268001035243657 0.00047159467897636454
leaf_weight=0.0014663950191605843 0.0011486704308323872 0.0011926264966292321 0.0010269889372524999 0.0014115808303645219 0.0016574574282004753 0.0016664335536826077 0.0011841421215253506 0.0015709646689046159 0.001447062543197708 0.0012195195189805821 0.0010714380966928031 0.0011722601610486549 0.0013337675297017048 0.001656522555846386 0.0014314622763474949 0.0013481562663990587 0.0010041285416014789 0.0010702088327888487 0.0016188045824958716 0.0010603541349965308 0.0011792313496257201 0.001329812661643448 0.0011584852793237125 0.0010962457446610507 0.0011019829817655591 0.0012945357968393405
leaf_count=578 126 312 56 90 141 245 85 129 97 119 340 43 84 92 246 55 128 97 169 96 111 130 79 44 24 194
internal_value=0 2.30236e-05 6.45691e-05 9.94584e-05 0.000142672 9.56601e-05 0.000141936 0.000180768 0.000114233 0.000170926 0.000109947 -0.00043333 -0.000759939 0.000241547 0.000163336 -0.00012596 -0.0005731 0.000302112 0.000107491 0.000291665 -8.6935e-05 0.000220597 0.000630678 0.000365144 0.000751487 0.000741511
internal_weight=0 0.0337706 0.0323042 0.0311115 0.0297 0.027571 0.0259135 0.0247294 0.023063 0.021492 0.0202725 0.00395309 0.00278083 0.0163194 0.0146629 0.00475354 0.00207557 0.00990933 0.00622313 0.00515293 0.00279804 0.00267797 0.00368619 0.00252771 0.00212897 0.00235489
internal_count=3910 3784 3206 2894 2804 2724 2583 2498 2253 2124 2005 224 181 1781 1689 653 468 1036 667 570 280 185 369 290 80 290
is_linear=0
shrinkage=0.00167351


Tree=2155
num_leaves=16
num_cat=0
split_feature=1447 1 150 151 4 4 151 4 47 2 3 3 47 47 1
split_gain=7.70766e-05 9.58302e-05 0.000146313 0.000267659 0.000131476 0.000196802 0.000125834 0.000145489 0.000128949 0.00012111 0.000144591 0.000179021 0.00011416 0.000163353 9.97219e-05
threshold=-1.0000000180025095e-35 0.085835000000000009 0.075065000000000007 -0.056409999999999995 -0.15796999999999997 -0.49837999999999999 -0.030624999999999996 -0.08422499999999998 0.087850000000000025 0.10066500000000002 -0.084129999999999996 -0.053439999999999994 0.10783500000000001 0.13206500000000002 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 5 -2 -3 -8 14 10 -6 -12 -10 -14 -9
right_child=1 2 3 -5 9 -7 7 8 12 -11 11 -13 13 -15 -16
leaf_value=-0.0019869453524598187 -0.0015060935021025802 -0.0021527821678464869 0.004859389459505108 0.0002872305710414462 -0.0022505123616377957 0.0024818129980957136 -0.0020441604201204889 0.00072619991616559377 -0.0016699037336851625 -0.0034261335980253888 0.0019979169503061612 -0.0015288854013701344 0.0029025708868212026 -0.0011919356311155772 0.0033012104066508872
leaf_weight=0.0010232672537558397 0.0011399654717138274 0.0012270824878264372 0.0010569224171671915 0.0019620561781680665 0.0018872707465288404 0.0015896772386563267 0.0011554648163118074 0.0019166563729894333 0.0015793621487485421 0.0010169242048935975 0.0016244735983480512 0.0014716341167010406 0.0010895614617773067 0.001004800031591202 0.0013934134455949299
leaf_count=371 57 127 213 135 721 61 247 360 102 363 624 113 100 38 278
internal_value=0 7.14093e-05 0.000485678 0.00188791 -0.000516321 0.000816366 3.37079e-05 0.000363345 0.000761666 -0.00112258 -0.000652514 0.000321566 -0.00018306 0.000938173 0.00181018
internal_weight=0 0.0211153 0.0123853 0.00301898 0.00872995 0.00272964 0.00936634 0.00813926 0.00698379 0.0060003 0.00498338 0.00309611 0.00367372 0.00209436 0.00331007
internal_count=3910 3539 1600 348 1939 118 1252 1125 878 1821 1458 737 240 138 638
is_linear=0
shrinkage=0.00732449


Tree=2156
num_leaves=26
num_cat=0
split_feature=14 1213 1456 11 13 13 124 132 2 4 52 157 52 43 3 150 3 2 47 1 15 16 16 1 4
split_gain=0.000546036 0.000540823 0.000375244 0.000323907 0.000270943 0.000397415 0.000328735 0.000335673 0.000311672 0.000217269 0.000489234 0.000220298 0.000208675 0.000340513 0.000245161 0.000273339 0.000545521 0.000238435 0.000371069 0.000243674 0.000126743 0.000109109 0.000107153 0.000128819 8.9924e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.091229999999999992 -0.52445999999999982 -0.048219999999999992 0.079995000000000011 0.097940000000000013 -0.23071499999999998 0.10062000000000001 -0.073574999999999988 0.071660000000000015 -0.084059999999999982 0.11265500000000002 0.087235000000000021 0.094625000000000015 0.091025000000000009 0.09550500000000002 0.095575000000000007 -0.064869999999999983 -0.15168999999999996 -0.084184999999999996 0.079355000000000023 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 9 21 10 -8 -11 14 -14 15 17 -17 18 19 -13 -20 -7 23 -15 -10
right_child=-2 2 3 -5 6 8 7 -9 24 11 -12 12 13 22 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00095263759798992797 -0.0011761093297874624 -0.00082771453451312258 -0.00038972883351142567 -0.00062198030708117489 0.00080487657641686991 0.00060969005468233827 -0.0010509315958901388 0.00070591687072505186 0.0013547405698801356 0.00068237876294059468 0.00038875578252271792 -0.00078071866324143065 -0.00054733059662942203 -0.00011464594227325333 -0.0007633949913625909 -0.0012259348190633821 0.00032203521431975891 0.00060175831191613266 4.2720222567236916e-05 0.00019444230880796197 0.00083182930156011983 -9.5883030829673209e-05 0.00089421230416979755 0.00069893873525251737 0.00073255837040472286
leaf_weight=0.0014035630296378157 0.0010130050494533685 0.0011620719879354069 0.0011651454364201008 0.0015066095889304512 0.0014376105253229394 0.001062776971242331 0.001559612557916582 0.0016441965115847881 0.0012805876351956735 0.001192043202246972 0.001003766707646625 0.0019284038325328781 0.001016084699898584 0.0010088066087404202 0.0014803209485494415 0.0013069886489593119 0.0010723090244368905 0.0018292741195617065 0.0010483813716336554 0.0010103715156704329 0.0010581946835062084 0.0012157466539731666 0.0012284928376164192 0.0010053403270084971 0.001132609411176419
leaf_count=578 126 312 52 123 241 69 121 202 82 265 27 370 116 162 65 76 27 256 70 60 27 111 230 47 95
internal_value=0 2.35304e-05 6.86656e-05 0.000104347 0.00014387 0.000451072 6.14503e-05 9.04113e-06 0.000659878 -5.20735e-05 -0.00048718 1.68385e-05 -3.60764e-05 0.0002652 -0.000155606 -5.83794e-05 -0.000528291 0.000104256 -7.61211e-05 -0.000445452 0.000439113 0.000233219 0.000519808 0.000291446 0.00106273
internal_weight=0 0.0317593 0.0303557 0.0291937 0.0276871 0.00585687 0.0218302 0.0203926 0.00469172 0.0187484 0.00256338 0.016185 0.014993 0.00425872 0.0107342 0.00925392 0.0023793 0.00687463 0.00504535 0.00293878 0.00210658 0.00227852 0.00324264 0.00201415 0.0024132
internal_count=3910 3784 3206 2894 2771 409 2362 2121 357 1919 148 1771 1506 555 951 886 103 783 527 430 97 180 439 209 177
is_linear=0
shrinkage=0.00160853


Tree=2157
num_leaves=18
num_cat=0
split_feature=11 403 3 52 133 123 159 15 49 48 1 484 4 52 48 3 0
split_gain=8.39528e-05 9.48931e-05 0.000124021 0.000130484 0.00015786 0.000146017 0.00013625 0.000247621 0.000113364 0.000163512 0.000150589 0.000126249 0.000176454 0.000167277 0.000209008 0.00021854 0.000129211
threshold=0.081005000000000008 0.10150000000000002 -0.14218999999999996 0.16064500000000001 -0.090054999999999982 1.0000000180025095e-35 0.09141500000000001 -0.11739999999999999 -0.05504499999999999 0.085425000000000015 0.087075000000000014 0.073820000000000011 0.074650000000000008 -0.080899999999999986 0.084905000000000022 -0.084014999999999992 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -9 -11 12 13 -10 15 -15 -17
right_child=-2 -3 3 -5 5 -7 -8 8 11 10 -12 -13 -14 14 -16 16 -18
leaf_value=0.0024428061700100838 -0.0016521078719172783 -0.0020560104591102555 -0.0023975150271481507 -0.0018276647657512373 -0.0024267744401847251 0.0028889093875507504 -0.001966400117234451 -0.0023380709602129979 -0.0023284174193413955 0.0028997414958495038 -0.0010265676894877626 0.0035437696973390845 0.0030853809595877131 0.0024429341782041176 0.003693385538942415 0.00061055473246877576 -0.0026942502087514584
leaf_weight=0.001203159031832427 0.0015158416628445739 0.0010023648162653933 0.0010805424546619325 0.0017073249549588851 0.0013686947003315577 0.0011625179775715004 0.0013082571820344181 0.0012786360532286442 0.0010033762225742362 0.0010117692440037018 0.0010031043961902242 0.0010719110126546916 0.0015215191409433393 0.0013311826983149091 0.0010707395706950965 0.0011320757466837259 0.0013229439555816143
leaf_count=149 233 263 317 437 214 272 309 120 266 33 75 167 102 393 46 24 490
internal_value=0 9.89489e-05 0.000209281 6.3031e-05 0.000256706 0.000440708 0.000243396 0.000463813 0.000800601 -0.000329565 0.000945029 0.0012409 0.000906507 0.000340804 0.000892228 0.000100059 -0.00117032
internal_weight=0 0.0205801 0.0195778 0.0183746 0.0166673 0.0155867 0.0144242 0.013116 0.0117473 0.00329351 0.00201487 0.00845375 0.00738184 0.00586032 0.00485694 0.0037862 0.00245502
internal_count=3910 3677 3414 3265 2828 2511 2239 1930 1716 228 108 1488 1321 1219 953 907 514
is_linear=0
shrinkage=0.00718087


Tree=2158
num_leaves=17
num_cat=0
split_feature=403 52 1 12 47 160 48 0 43 16 49 42 13 16 3 4
split_gain=8.67614e-05 8.99565e-05 8.90327e-05 0.000163816 0.000329869 0.00013352 0.000129705 0.000169745 0.000116798 0.000156807 0.000159707 0.000189232 0.000158676 0.000122551 0.000104098 0.000103771
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.10113500000000002 -1.0000000180025095e-35 0.11603500000000001 -0.079234999999999986 0.11270000000000001 -0.10303999999999998 -0.15648499999999999 0.15737500000000001 -0.085974999999999982 0.086325000000000013 -0.09547499999999999 -0.008069999999999999 -0.060719999999999989 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 -5 7 -7 -3 10 -10 12 -12 14 -14 -16
right_child=1 2 3 4 -6 6 -8 -9 9 -11 11 -13 13 -15 15 -17
leaf_value=-0.0020733368388191477 -0.0020487953983294163 0.0017934852168354116 0.0029977173784863009 -0.0013541868043597182 -0.0037835503244216407 0.0048671882467986073 -0.00048112490933201841 0.00080700647688322408 -0.0028615760067404513 -0.0028578702045284256 0.0033851047914759181 -0.0024007364483264056 -0.0021045229811838748 0.0026995483952488757 -0.00086081354589248355 0.001891007395789909
leaf_weight=0.0011767131951481878 0.0011171007597829399 0.0015763192972071379 0.0017203979720410685 0.0010022981021309274 0.0010020630197415947 0.0012324672157664196 0.0010132482811400223 0.0012561630878731578 0.0011159164573626276 0.0014413266603531807 0.001182159294144113 0.0013384067851657765 0.0013428359712111372 0.001016954081029817 0.0017241835196963873 0.0015927224728625317
leaf_count=930 372 144 352 74 84 110 44 152 117 122 76 555 463 174 64 77
internal_value=0 9.64951e-05 0.000219032 0.000904085 0.00024994 0.00114729 0.00186325 0.00281777 -0.000182453 -0.000472072 -0.00010284 0.000272714 0.000794399 0.000254891 -0.000278638 0.000460565
internal_weight=0 0.0206746 0.0195575 0.00722664 0.00550624 0.00450418 0.00350188 0.00248863 0.0123308 0.0107545 0.00931318 0.00819726 0.00685886 0.0056767 0.00465974 0.00331691
internal_count=3910 2980 2608 816 464 380 306 262 1792 1648 1526 1409 854 778 604 141
is_linear=0
shrinkage=0.00777281


Tree=2159
num_leaves=17
num_cat=0
split_feature=0 1 2 150 151 2 1 2 4 0 13 42 2 16 16 0
split_gain=7.5529e-05 0.000109837 0.000146816 0.0001275 0.000218338 0.000127204 0.000101415 0.000277528 0.000122345 0.000111083 0.000101123 0.000194242 0.000148415 9.64426e-05 9.92998e-05 2.25539e-05
threshold=0.18055000000000002 0.085835000000000009 0.10393500000000001 0.077110000000000012 -0.056409999999999995 0.097940000000000013 0.10561500000000001 0.088585000000000011 -0.0010999999999999996 -0.035699999999999989 -0.084084999999999979 0.085195000000000007 0.085355000000000014 -0.069144999999999984 -0.27337499999999998 -0.075859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 10 7 8 -3 13 -1 12 -12 14 -8 -15
right_child=-2 3 -4 4 -6 -7 9 -9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=-0.0026086284954523289 0.002018107138823244 0.0019285356934979595 -0.003317767130190065 0.0045192464936080114 0.00018599170590861782 0.0019835341471951861 -0.00049849837317044344 -0.0040054715179559186 -0.0013767098513147282 0.0025197827763893577 0.00064358065426578916 0.0021515971292712655 -0.0029461292896148582 -0.00046619670049029705 0.0024019473151747762 -0.0020722888686988154
leaf_weight=0.0014275630284620736 0.0010088589598614131 0.0013642326484042963 0.0011731637456769174 0.001037180244149713 0.0019349460935769456 0.0010921489917294636 0.0014070069230204835 0.0012577332318548518 0.0012427426993830417 0.0012683206585334967 0.0011694296646195031 0.0013189236779644654 0.0015624107497934671 0.0010068964617886422 0.0013365917163898205 0.0010241901290529987
leaf_count=618 44 428 340 203 133 145 186 181 105 165 250 348 471 70 73 150
internal_value=0 -0.000117346 -0.000834569 0.000313864 0.00169816 -0.000391192 -0.0001014 -0.00106547 0.000352928 0.000515157 -0.000864613 -0.00024999 -0.00140947 -1.73409e-05 0.000914504 -0.00127608
internal_weight=0 0.0206235 0.00774364 0.0128798 0.00297213 0.00657048 0.00990771 0.00386471 0.00260698 0.00604301 0.00547833 0.00405076 0.00273184 0.00477469 0.0027436 0.00203109
internal_count=3910 3866 2172 1694 336 1832 1358 714 533 644 1687 1069 721 479 259 220
is_linear=0
shrinkage=0.0076204


Tree=2160
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 157 13 52 3 130 47 2 403 52 1 42 4 4 160 4 16 47 1
split_gain=0.000625705 0.000475325 0.000360826 0.000302549 0.000225248 0.000230877 0.000383075 0.000397628 0.00031786 0.000359306 0.000520774 0.000302648 0.000318159 0.000268174 0.000387555 0.000344749 0.00024127 0.000204949 0.000184829 0.000512825 0.000174065 9.81674e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.073574999999999988 -0.010384999999999998 0.10433000000000002 0.11265500000000002 -0.0015749999999999998 0.09550500000000002 0.086650000000000019 0.07955000000000001 0.11588000000000002 0.089825000000000002 0.085330000000000003 -0.084009999999999987 -0.0025899999999999994 -0.11175999999999998 0.00046500000000000008 -0.083144999999999983 0.087850000000000025 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 11 7 8 -7 10 16 12 13 14 15 -6 -10 -8 19 -12 -15 -18
right_child=-2 2 3 -5 5 6 17 -9 9 -11 18 -13 -14 20 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=-0.00091880767012402767 -0.0011902530908752085 -0.00079177160667810438 0.00064892137070256511 -0.00059565486838357158 0.001029479895405884 -0.00070547854262699005 2.0328952705141613e-05 -0.00081924290592536269 1.6476285709016907e-05 0.00079145490616906874 0.001360497549881199 0.0010082554329044729 -0.00042870381078563574 0.0010974854529998419 -0.00060321181881137719 -5.9449707469620206e-05 -0.001205731163144985 0.00094308484592726559 -9.1145393666971372e-05 -2.6698603593840515e-05 0.00035490088094688668 -0.00051522617747089467
leaf_weight=0.001280658844720616 0.0010947704826025353 0.0011833846658826979 0.0019604975412210309 0.0014907379061948048 0.001228369576272037 0.0014787852497762386 0.001058745836002975 0.0018369464300480596 0.0012414888536107643 0.0014898717112332713 0.0011367314998048566 0.0012287751340508421 0.0017592687718587102 0.0013304448187329738 0.0014586460125823875 0.0017575544385685371 0.0010362893812043703 0.0013772496694732803 0.0018786450641020171 0.0015894438611044849 0.0019148187247630399 0.0010120879262548307
leaf_count=578 126 312 389 123 47 149 94 89 122 50 27 89 268 328 351 240 41 38 128 183 108 30
internal_value=0 2.23455e-05 6.19299e-05 9.64504e-05 0.000133598 9.44604e-05 -3.08024e-05 -0.000140676 -2.59327e-05 8.11477e-05 -5.29002e-05 0.000272025 0.000176285 0.000314693 6.30484e-05 0.000388522 -0.000532084 0.000542032 0.000289448 0.00055172 0.000659335 -0.000864558
internal_weight=0 0.0317294 0.0304488 0.0292654 0.0277747 0.0258142 0.0151363 0.0127003 0.0108633 0.00938456 0.00789469 0.0106779 0.0094491 0.00768983 0.00444457 0.00298592 0.00328987 0.002436 0.00460482 0.00272618 0.00324526 0.00204838
internal_count=3910 3784 3206 2894 2771 2382 951 819 730 581 531 1431 1342 1074 638 287 193 132 338 210 436 71
is_linear=0
shrinkage=0.00157699


Tree=2161
num_leaves=27
num_cat=0
split_feature=14 1213 51 1 47 38 124 50 42 403 133 1 159 4 0 3 457 1374 160 12 1 4 4 3 4 1
split_gain=0.000551495 0.000459203 0.00040025 0.000338777 0.000406344 0.000380568 0.000463406 0.000360507 0.000298658 0.000422029 0.000333159 0.000356116 0.000327446 0.000292697 0.000302675 0.000377948 0.000352628 0.000163972 0.000221897 0.000195343 0.000309123 0.000154909 8.74969e-05 8.31082e-05 7.44787e-05 4.95769e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 -0.036134999999999994 0.10625000000000001 -1.0000000180025095e-35 0.03138500000000001 -0.029614999999999995 0.11235500000000002 0.089930000000000024 -0.51381999999999983 -0.06402999999999999 -0.084129999999999996 -0.066264999999999991 -0.094679999999999986 0.031805000000000007 0.084235000000000018 0.092550000000000007 -0.23071499999999998 0.0066400000000000009 -0.082974999999999979 -0.0072799999999999991 0.11931500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -8 23 12 13 -12 15 -15 -17 -18 19 20 24 -16 -20 -10 -19 -13
right_child=-2 2 3 -5 -6 -7 7 -9 10 -11 11 25 -14 14 21 16 17 18 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0008747143576853468 -0.001130482499624906 -0.00087437971283488823 0.00095464060025032707 0.00078059738268167732 -0.00087514669686137084 -0.00080446291127579607 -0.00095248800788591212 -0.00081888749275853647 0.0010848277673271749 0.00020007055180905852 -0.0006886739042567192 0.00048456880003896476 -0.00078284430875161302 -0.00062774538318862252 0.00028080758005210883 -0.00069838998424848924 -0.00020632549248845249 0.00041789838995851409 0.00046865512220193456 -0.00025329024788368405 -0.00020320977880609114 0.0010083971796492224 0.0011049477600115743 0.00045814347672861399 0.0009813091151435725 0.00096198878042991524
leaf_weight=0.001323876706966264 0.0010328945909556233 0.0010695794350113466 0.001510962777803662 0.0015986876886811647 0.0010931906989117826 0.0011008616092028417 0.0014288217409921524 0.0010385854488710383 0.0010205548096358097 0.0016208807994821384 0.0010597571891424089 0.0010703904248847698 0.001085620429803826 0.0017136529363804753 0.0015621280100048818 0.0010277006605639025 0.0015058546109685302 0.0010006320426684256 0.0010451089188379115 0.0016613760955695445 0.0013356600631215798 0.0012665727284602501 0.0010214671815882426 0.0010029070157598899 0.0012760354626877267 0.0010109709660406224
leaf_count=578 126 126 230 154 94 70 457 314 52 120 32 84 153 258 115 78 30 28 63 375 49 76 20 92 36 100
internal_value=0 1.70743e-05 5.50022e-05 8.80728e-05 4.91711e-05 8.60941e-05 0.00012342 7.26841e-05 0.000111728 -0.000339917 0.000178377 0.000113705 3.79541e-05 9.55322e-05 0.00015318 4.24951e-05 0.000158819 0.000258405 0.000353744 0.000185471 0.000387265 0.000606591 0.000783162 0.000774218 0.000733681 0.000716464
internal_weight=0 0.0324518 0.031128 0.0300584 0.0284597 0.0273665 0.0262656 0.0247547 0.0237161 0.0030497 0.0206664 0.0186429 0.0165616 0.0154759 0.0144162 0.0115875 0.00987384 0.00884613 0.00734028 0.0052737 0.00361233 0.0028287 0.00206658 0.00202346 0.00227667 0.00208136
internal_count=3910 3784 3206 3080 2926 2832 2762 2532 2218 577 1641 1497 1313 1160 1128 937 679 601 571 488 113 191 83 144 64 184
is_linear=0
shrinkage=0.00154607


Tree=2162
num_leaves=19
num_cat=0
split_feature=11 4 403 484 49 52 403 0 13 12 0 3 49 4 16 0 15 1
split_gain=8.07719e-05 0.000105333 0.000115468 0.000119123 0.000118411 0.000147895 0.000195311 0.000172512 0.000166124 0.000146448 0.000128846 0.000157083 0.000148678 0.000119622 0.000110889 0.000142482 6.17006e-05 2.41e-05
threshold=0.088315000000000018 0.27608500000000008 -1.0000000180025095e-35 -0.0043499999999999988 0.10960000000000002 0.11401500000000002 0.09389500000000002 -0.017269999999999997 0.086705000000000018 0.089745000000000005 -0.10071499999999999 -0.08348499999999999 -0.07107999999999999 -0.48072499999999996 -0.094359999999999986 -0.14293499999999998 -1.0000000180025095e-35 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 9 10 12 -12 -5 -9 -14 -16 -11 -3
right_child=-2 17 3 4 -6 -7 -8 13 -10 16 11 -13 14 -15 15 -17 -18 -19
leaf_value=-0.002162290889199019 -0.0018018821747103292 0.00077296631233673594 -0.0020842343621853983 -0.0015754180614212633 0.0022599433689583235 -0.0017510990800784869 -0.0024563408909145505 0.00047733904968697547 -0.0021105941987179019 0.00079701154481008878 0.00066557599011042102 -0.002668059639874632 -7.7287042725527835e-05 0.0034871555031084208 0.0038458496643605884 0.00048635602027696692 0.0030406145296159007 0.0021961424721518782
leaf_weight=0.001062512183913635 0.0010209099939653401 0.0010051198456565414 0.0010454696053781637 0.0010312019310839138 0.0010816256011897665 0.0017424953982458991 0.0010359357352095208 0.0010272569701155199 0.0012350840321355685 0.0010083458712999011 0.0010532609845219725 0.0013830769787970747 0.0016064256720822456 0.0012242928378250325 0.0010798792580015704 0.0010564930027104893 0.0010673357277007356 0.0010082027218711021
leaf_count=906 145 108 517 74 182 335 226 99 82 137 203 257 55 87 59 39 113 286
internal_value=0 7.19905e-05 -7.9879e-05 4.52802e-05 0.000179133 3.44068e-05 0.000259718 0.000480006 0.000130339 0.000428393 -9.84027e-06 -0.00122689 0.00061126 0.00211394 0.00121373 0.00218449 0.00195069 0.00148564
internal_weight=0 0.020754 0.0187407 0.0176782 0.0166327 0.0155511 0.0138086 0.0127727 0.0105211 0.00928602 0.00721034 0.00243634 0.004774 0.00225155 0.0037428 0.00213637 0.00207568 0.00201332
internal_count=3910 3765 3371 2465 1948 1766 1431 1205 1019 937 687 460 227 186 153 98 250 394
is_linear=0
shrinkage=0.00650394


Tree=2163
num_leaves=17
num_cat=0
split_feature=41 158 50 42 3 156 457 151 3 43 150 2 0 1 4 1
split_gain=7.21797e-05 0.000103532 0.000151044 0.000138627 0.000166824 0.000137787 0.000156781 0.000109694 0.000204174 0.000292829 0.000158155 0.000106744 0.000102346 0.000123467 0.000269179 8.34719e-05
threshold=0.078535000000000008 0.085745000000000002 0.10119500000000002 -1.0000000180025095e-35 -0.11266 0.086860000000000007 -0.067474999999999993 0.056555000000000001 -0.078884999999999997 -0.074254999999999988 0.083205000000000015 0.095195000000000016 -0.18087499999999998 0.095575000000000007 -0.077679999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 11 6 -6 8 -8 -10 12 -5 -11 14 -14 -1
right_child=-2 -3 -4 4 5 -7 7 -9 9 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0025318006910617632 -0.0019871521673228104 -0.0023310753150967709 -0.0027044039661058171 0.0044669406286946501 -0.0021833622944683051 -0.0021668885209421888 -0.0012809210067038254 -0.0013432028355608117 0.0054990295727569156 -0.0013605611693485104 0.0039316267026354504 0.0009063094012572413 0.0030715460219109818 0.0033941721716051884 -0.0021021129194829058 6.3242181559829659e-05
leaf_weight=0.0014710161983808338 0.0011516567325219043 0.0010900392347828426 0.0010824748499568019 0.0011664916008479404 0.0011445060648017655 0.0012533295683367649 0.0016763028511326541 0.0011861841008569971 0.0012016841779470613 0.001352280030761932 0.0010973260711916177 0.0010428772932301322 0.0012085176379419416 0.0011870337109877154 0.0014428316993888917 0.0018055455259397349
leaf_count=648 195 385 439 76 141 332 522 75 217 69 72 120 37 145 215 222
internal_value=0 9.37167e-05 0.000230535 0.000404752 0.000734734 0.000379242 0.000656813 0.000970815 0.00127028 0.00184127 0.00114225 0.00278623 0.000552561 0.00122656 0.000256104 -0.00110181
internal_weight=0 0.0204084 0.0193184 0.0182359 0.0149594 0.01275 0.0114967 0.0103522 0.00916598 0.00748967 0.00628799 0.00220937 0.00519066 0.00383838 0.00265135 0.00327656
internal_count=3910 3715 3330 2891 2021 1825 1493 1352 1277 755 538 196 466 397 252 870
is_linear=0
shrinkage=0.00808683


Tree=2164
num_leaves=16
num_cat=0
split_feature=4 13 0 12 4 0 43 4 52 13 151 3 2 0 16
split_gain=6.87422e-05 0.000139245 0.000198752 0.000138477 0.000191473 0.000180067 0.000162894 0.000102925 0.000161166 0.000180191 0.00012348 0.000185113 0.000180207 0.000135465 0.000226926
threshold=-0.51381999999999983 -0.23438999999999996 -0.11208499999999998 0.092365000000000017 0.08734500000000002 -0.017269999999999997 -0.093039999999999984 -0.08422499999999998 0.0033900000000000002 -1.0000000180025095e-35 -0.0088999999999999982 0.086245000000000016 0.091525000000000009 -0.10131499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 -8 10 -10 11 -9 13 14 -12
right_child=1 3 -4 4 -6 -7 7 8 9 -11 12 -13 -14 -15 -16
leaf_value=-0.0018627051763428666 -0.00041434930135835439 -0.0024975444988951383 0.0042020724339987539 -0.0030303655949831085 0.00031426630051850337 0.0028479431937212165 -0.0019430755952254118 0.00054608705791043817 0.00017703482688731883 0.0038008190474086686 -0.0019672896347319459 -0.0036678371555606518 0.0022731158703750043 -0.002762786501229967 0.0029126178132569524
leaf_weight=0.0010660555856564216 0.0010322162902113852 0.0013644473638018571 0.0010501062770053955 0.0019473651332788137 0.0018754232061032744 0.0013127672473364363 0.0011014876918083996 0.0011628265469419375 0.0016122449614094578 0.0014589416127702703 0.0010524447403637005 0.0011646188560985316 0.0019907904317708535 0.0010671705094731304 0.0010753292107512644
leaf_count=80 112 289 91 949 182 221 280 299 549 78 42 74 199 438 27
internal_value=0 8.36871e-05 0.00191369 -0.000125853 -0.00138952 0.000210478 -5.48325e-05 0.00023038 0.000456566 0.00189848 -0.000132851 -0.0015625 0.000508798 -0.00059056 0.000498906
internal_weight=0 0.0202682 0.00208232 0.0181859 0.00382279 0.0143631 0.0130503 0.0116859 0.0105844 0.00307119 0.00751318 0.00232745 0.00518573 0.00319494 0.00212777
internal_count=3910 3830 203 3627 1131 2496 2275 1986 1706 627 1079 373 706 507 69
is_linear=0
shrinkage=0.00747098


Tree=2165
num_leaves=17
num_cat=0
split_feature=484 151 1 15 474 2 0 47 2 133 2 3 0 16 16 16
split_gain=7.09581e-05 8.90604e-05 0.000115217 0.000194606 0.000133332 0.000134025 0.00020492 0.000164256 0.000137937 0.000120097 0.000174219 0.000104076 0.000173152 0.000226351 4.33256e-05 4.1558e-05
threshold=-0.0043499999999999988 0.087190000000000017 0.12864500000000004 0.091915000000000011 0.084655000000000022 0.086650000000000019 -0.084304999999999977 0.086165000000000005 0.088585000000000011 0.098810000000000023 0.11230000000000001 -0.097604999999999983 -0.17106499999999999 -0.014099999999999998 0.5053700000000001 -0.080609999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7 10 11 -10 -13 -14 -4 -8
right_child=1 -3 14 -5 -6 8 15 -9 9 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0013489513270501332 -0.0035929344959975307 0.0017843564275311005 0.0023066618592940853 -0.0026675609439103139 0.0018779084059201299 0.0022430989286584451 0.0014316455190927172 -0.00068731290738926793 0.0026080445651112051 -0.0019302479006818537 -0.0013271824586555598 0.0023989224368852493 -0.002498754094373059 0.0012969191765916665 0.00047409538374125053 -0.00035594940850674584
leaf_weight=0.0014414118716842899 0.0013978222888930344 0.0011394169624533287 0.0010125915683849287 0.0011512843741800704 0.0013442052504948352 0.0012080906840951366 0.0010271524097829748 0.001667116186283589 0.0011056382018645983 0.0011109792209308272 0.0018644403104543655 0.0011682660811125302 0.0011800733478249319 0.0012799131578487208 0.0010041260683393005 0.0010060246937302767
leaf_count=612 415 124 249 484 260 217 191 95 140 160 245 46 229 154 46 243
internal_value=0 8.79986e-05 -1.6324e-05 -0.000188614 -2.8049e-06 -0.000183181 -0.000991678 -0.00201248 0.00027904 -2.87384e-05 0.000291424 0.000928911 0.000417229 -0.000523893 0.00139422 0.000547136
internal_weight=0 0.0196671 0.0185277 0.016511 0.0153597 0.0140155 0.00509812 0.00306494 0.0089174 0.00770931 0.00659833 0.00473389 0.00362825 0.00245999 0.00201672 0.00203318
internal_count=3910 3298 3174 2879 2395 2135 944 510 1191 974 814 569 429 383 295 434
is_linear=0
shrinkage=0.00625138


Tree=2166
num_leaves=17
num_cat=0
split_feature=11 13 52 2 39 159 133 15 49 43 0 52 1 16 0 16
split_gain=6.45372e-05 8.16181e-05 0.000134463 0.00013181 0.000122252 0.000124166 0.000126877 0.000145022 0.000132211 0.000166799 0.000197447 0.000127468 0.000199711 0.000192527 9.93201e-05 1.62811e-05
threshold=0.081005000000000008 -0.091229999999999992 0.083750000000000005 0.099990000000000009 0.005105000000000001 0.09141500000000001 0.090085000000000012 -0.11739999999999999 -0.085974999999999982 -0.074254999999999988 -0.082074999999999995 0.0033900000000000002 0.086560000000000012 -0.057604999999999996 -0.070894999999999986 0.10994000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3 -9 14 11 12 -11 -14 -10 -6
right_child=-2 4 -4 -5 15 -7 -8 8 9 10 -12 -13 13 -15 -16 -17
leaf_value=0.00071970480501958706 -0.00186006554138796 -0.0031680530845214845 -0.0011467478153742174 0.004652698885661148 0.0027300158207999507 -0.0035488843174361815 -0.002839299644467724 -0.002563780113931294 0.00072873194733774431 0.003039491378935178 -0.003254693668601991 0.0034671528288861522 -0.0040814384733101287 0.0010262947847471682 0.0043005244208372774 0.0010881861612559076
leaf_weight=0.0017204545154930707 0.0014604896307680989 0.0010281577937966803 0.0013427575313297302 0.0011994598384042557 0.0010006839179684942 0.0010258623206392597 0.0013895770078362355 0.0010879476859208545 0.0011559263318198423 0.0011906146760942088 0.0012479335496375183 0.0011423449867899241 0.0012146794928370175 0.0012337038695856006 0.0014627847563655223 0.0010030756374462407
leaf_count=198 233 178 189 148 300 289 620 97 490 133 428 298 87 47 109 66
internal_value=0 0.000124934 0.00123846 0.00233532 -0.000187685 -0.000506323 -0.000249507 8.48186e-05 0.000428336 0.000804755 -2.87911e-05 0.000813172 -1.99595e-05 -0.00150773 0.0027239 0.00190812
internal_weight=0 0.019446 0.00426267 0.00291991 0.0151833 0.0131795 0.0121537 0.0107641 0.00973594 0.00864799 0.00602928 0.00478134 0.003639 0.00244838 0.00261871 0.00200376
internal_count=3910 3677 535 346 3142 2776 2487 1867 1689 1592 993 565 267 134 599 366
is_linear=0
shrinkage=0.00910708


Tree=2167
num_leaves=23
num_cat=0
split_feature=14 1213 403 1 160 42 12 123 158 48 50 3 160 457 2 4 3 15 43 3 1 0
split_gain=0.000609231 0.000401164 0.000177049 0.000252351 0.000236146 0.000166465 0.000369877 0.000295688 0.000184771 0.000202892 0.000367863 0.000220709 0.000219933 0.000341487 0.000267972 0.00038878 0.000341759 0.000294134 0.000224302 0.00014866 0.000158805 0.000102174
threshold=0.077685000000000018 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 -0.23073999999999997 -1.0000000180025095e-35 0.051320000000000005 1.0000000180025095e-35 0.085745000000000002 0.12675000000000003 0.082310000000000008 -0.11266 -0.081519999999999995 -0.0034949999999999994 0.11230000000000001 -0.15534499999999998 0.10223 0.083935000000000023 -0.078644999999999979 -0.015794999999999997 0.092550000000000007 -0.069954999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 9 10 11 21 -13 -14 15 -15 17 18 -17 -20 -21 -7
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12 12 13 14 -16 16 -18 -19 19 20 -22 -23
leaf_value=-0.00097587089651093883 -0.0013251569827049004 -0.00078244648608233021 6.6390088696040861e-05 0.0010864307376384434 0.00024962433020809974 0.00030646914872318581 -0.0010346770502065723 0.00099742781530967281 -0.00063071718633013051 -0.00055689209587910524 -0.00077505790666293625 0.00083047712830772267 -0.00088361121465653915 -0.00062606372673241139 -0.00053008272620809363 -0.00056072935010614616 0.0013296742579140899 0.0010622056164002263 0.00081587738536677366 0.00040567397223684274 -0.00040190750296006467 0.0010150525507781809
leaf_weight=0.0011101424770334342 0.0010044536855021704 0.0010181843558773667 0.0018126062056031947 0.0011582655735893899 0.0014131037184213152 0.0010585396900548716 0.0012153780803424389 0.0010435203262315227 0.0010537266577285908 0.0012476445785021264 0.0011420180621118233 0.0012050996748415007 0.0010099830159787668 0.0012112280148480698 0.0014179765597413805 0.0011638239005176687 0.0010295601194244275 0.0011250388956260959 0.0011283034912782305 0.0018045640069459861 0.0011691686164788939 0.0013480695320422275
leaf_count=578 126 322 177 77 112 55 473 259 162 80 284 176 92 74 155 161 49 187 99 48 34 130
internal_value=0 2.88454e-05 7.21177e-05 0.000464077 2.10559e-05 5.86068e-05 -0.000344221 0.000113874 6.2976e-05 0.00010582 0.000158107 0.000230744 0.000138002 6.25475e-05 0.000157636 0.000270611 0.000416974 0.00026994 0.000100674 0.000288326 8.81609e-05 0.000703384
internal_weight=0 0.0268859 0.0257758 0.00297087 0.0228049 0.0217867 0.00262848 0.0191583 0.0181147 0.017061 0.0158134 0.0146714 0.0122647 0.0110596 0.0100497 0.00863169 0.00742046 0.0063909 0.00526586 0.00410204 0.00297373 0.00240661
internal_count=3910 3784 3206 254 2952 2630 585 2045 1786 1624 1544 1260 1075 899 807 652 578 529 342 181 82 185
is_linear=0
shrinkage=0.00170698


Tree=2168
num_leaves=23
num_cat=0
split_feature=14 1213 44 124 48 40 3 150 4 0 15 16 16 0 0 2 48 15 403 15 43 16
split_gain=0.000723506 0.000455625 0.000214951 0.000303612 0.000216292 0.000288213 0.000314161 0.000292098 0.000325696 0.000451041 0.00028415 0.000487809 0.000254229 0.00018762 0.000328108 0.000289573 0.000356027 0.000259674 0.000259467 0.000264251 0.000442825 0.000114749
threshold=0.077685000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 0.12675000000000003 -0.062739999999999976 0.10420500000000001 0.10883000000000001 -0.23071499999999998 -0.037619999999999994 -0.097794999999999979 0.20277000000000003 0.23932500000000004 -0.10071499999999999 -0.089879999999999974 0.091025000000000009 0.085090000000000013 -0.10312999999999999 0.03138500000000001 -0.053579999999999996 -0.083899999999999988 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 12 13 -8 -12 -7 15 -15 16 17 -10 19 -16 -21 -19
right_child=-2 2 -4 4 -6 6 10 -9 9 -11 11 -13 -14 14 18 -17 -18 21 -20 20 -22 -23
leaf_value=-0.00090418692741381726 -0.0012474508886183365 0.0007475200196952347 -0.00060235924326928515 -0.00056739716051215248 -0.00057564338266421946 -0.00084671439991439081 -1.0012789518764039e-05 -0.00073484573876253035 -0.00029981766352605866 0.0010472866902476643 0.001355466703493309 5.6528322761629731e-05 0.00016095708266263009 -0.00088924708158229985 0.00029760364620015861 0.00080887248876825187 -0.0006647389749029457 0.00025351578489363815 0.0005999644451252249 7.2900146916902672e-05 -0.0012505580899199087 0.00092350909234728377
leaf_weight=0.0011849230295621896 0.0010903533193020723 0.0016332464689249792 0.0010790176911008578 0.0014885595804060214 0.0012187283874633961 0.0014358497150819194 0.0016348435118358207 0.0010793676925577927 0.0010977359742083692 0.0013083716032487184 0.0016158887794526225 0.0012074994734021516 0.0010261926167606239 0.0010200111816789752 0.001934918975140032 0.001821750561659341 0.0011502473529385604 0.0011645875576427045 0.001567329928521155 0.0014928719774700266 0.0010153284981639105 0.0012855079174300885
leaf_count=578 126 286 71 123 92 68 99 112 27 94 105 44 128 289 431 120 34 37 112 267 644 23
internal_value=0 3.50453e-05 7.44018e-05 0.00010125 5.99632e-05 9.17797e-05 0.000134706 4.54879e-05 9.41157e-05 0.000180415 0.000502929 0.00079994 -0.000426711 9.67131e-05 -7.8481e-05 0.000285628 8.27327e-05 0.000325072 5.91111e-05 -0.000131677 -0.00046284 0.000605046
internal_weight=0 0.0294628 0.0282779 0.0271988 0.0255656 0.0243469 0.0228583 0.0184001 0.0173207 0.0148587 0.00445823 0.00282339 0.00246204 0.0135503 0.00703046 0.00651983 0.00469808 0.00354783 0.00601045 0.00444312 0.0025082 0.0024501
internal_count=3910 3784 3206 3135 2849 2757 2634 2386 2274 2078 248 149 196 1984 1743 241 121 87 1454 1342 911 60
is_linear=0
shrinkage=0.00154607


Tree=2169
num_leaves=25
num_cat=0
split_feature=14 1213 1456 403 1 0 157 159 42 1 151 43 3 13 151 51 51 2 42 1 2 12 1 2
split_gain=0.00068585 0.000374335 0.000299685 0.000226059 0.000346219 0.000280188 0.000208615 0.000206289 0.000208006 0.000414887 0.00023025 0.000204608 0.000623572 0.000199964 0.000197096 0.000253646 0.000289973 0.000176144 0.000291795 0.000207999 0.000129642 0.000107813 0.000100757 0.000238546
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.18055000000000002 -0.073574999999999988 0.10374500000000002 -1.0000000180025095e-35 0.11561500000000001 0.087190000000000017 -0.069494999999999987 -0.078669999999999976 -0.083514999999999992 0.056555000000000001 0.013805000000000001 0.092720000000000011 0.10796500000000002 1.0000000180025095e-35 0.11198000000000001 0.089910000000000004 0.090585000000000013 0.095575000000000007 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 8 9 -8 11 12 13 -10 15 17 20 18 22 -19 -17 -14 23 -13
right_child=-2 2 3 4 -6 -7 7 -9 10 -11 -12 14 21 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00078771784052941143 -0.0011531975280099159 -0.00071640204948446111 0.00049771413147915754 4.9735525419999952e-05 0.0010390521781984442 0.00081415117206451134 -0.0010243423770843619 -0.00068831999961999459 0.00015833648885310263 0.00014678196331795469 0.00065542253857374248 -0.00039785963617802554 0.0011680492617734965 -0.00069866888739285944 -0.00071007913906394739 0.00027148512461069694 -0.00020910093190371534 -0.0010760430585896373 -0.00077804583064867928 -0.00010387640785299066 0.0010140985976217424 0.00051015527868930274 0.00052270562643586666 0.00052463442610340924
leaf_weight=0.001253398545789374 0.0011829417158410451 0.0011034718590765954 0.0018197046254746418 0.001968598296906209 0.0013841275920462026 0.001025431103843003 0.0012770920925003993 0.0010612445236389259 0.0013094901149257043 0.0015247600272921824 0.0013651719785573993 0.0015723156774818461 0.0011587504283505313 0.0011975821071896764 0.0011038200201198842 0.0010847167416727643 0.0016064087944317185 0.0010043585391026622 0.0010071204136365003 0.0010182623036336866 0.0010757247322404628 0.0011307499528616649 0.0011150008266898256 0.0010908201032293618
leaf_count=578 126 312 386 169 76 33 495 184 152 47 85 68 181 126 31 28 104 97 269 89 35 110 99 30
internal_value=0 2.32924e-05 5.8339e-05 8.89794e-05 0.000458162 3.85582e-05 4.74816e-06 -3.65842e-05 -3.07746e-06 -0.00038702 5.72214e-05 7.65289e-06 0.000271227 -0.000251039 -0.000100602 -3.69826e-05 0.000278608 -0.000211601 -5.30897e-05 -0.000586618 0.000641246 0.000843125 0.000140159 -2.00062e-05
internal_weight=0 0.0302581 0.0290047 0.0279013 0.00335273 0.0245485 0.0235231 0.0217034 0.0206421 0.00280185 0.0178403 0.0164751 0.00479657 0.00250707 0.0116785 0.0105747 0.00376685 0.00680788 0.00478526 0.00202262 0.00216044 0.0022895 0.00377814 0.00266314
internal_count=3910 3784 3206 2894 245 2649 2616 2230 2046 542 1504 1419 569 278 850 819 167 652 466 186 63 291 197 98
is_linear=0
shrinkage=0.00151575


Tree=2170
num_leaves=18
num_cat=0
split_feature=4 15 158 13 15 12 52 16 13 16 0 3 42 4 1 3 3
split_gain=7.96252e-05 0.000139581 0.000116092 0.000111182 0.000109349 0.000125896 0.000102352 0.000284807 0.000134689 0.000182783 0.000172382 0.000219031 9.66658e-05 9.43425e-05 8.26836e-05 4.28183e-05 2.8963e-05
threshold=0.27608500000000008 -0.14097499999999996 0.08413000000000001 -0.45122499999999993 -0.10071499999999999 0.10129000000000001 -0.27466499999999994 0.22945500000000005 -0.084184999999999996 0.054425000000000008 -0.089879999999999974 0.094625000000000015 -1.0000000180025095e-35 -0.0010999999999999996 0.11198000000000001 -0.080664999999999987 -0.079334999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 16 10 11 13 -12 -10 -2 -14 -8
right_child=14 2 -4 4 5 -7 7 -9 9 -11 12 -13 15 -15 -16 -17 -18
leaf_value=-0.0026157161588842149 -0.00019736792412840308 0.0022782351764941968 -0.0022580263018275783 0.0015343844564920286 -0.0017525341820077379 -0.002281389746360417 -0.002552714176339386 0.0034766531947793625 -0.00037240693018671133 -0.0022163929459983675 0.00018428978280370637 0.0017153198093849463 0.0035131300117557961 -0.0032969382319898472 0.0022010580741538919 0.0016136661784027643 -0.00092790118438611637
leaf_weight=0.0010097633264820249 0.0012303716909360936 0.0010145105769385722 0.0010074283469893889 0.0017979548227315375 0.0014065464491288511 0.0012569896553155631 0.0010026571418055436 0.0010854200336622996 0.0010130534161491359 0.0011930826441330367 0.0011831103555749135 0.0013181614270045827 0.0011152722157566366 0.001007226547177136 0.0014150967551804432 0.0010597486142584771 0.0010066764042610541
leaf_count=216 109 41 328 120 333 361 446 80 143 137 494 44 216 67 332 284 159
internal_value=0 -0.000169598 -2.81954e-05 0.000108277 -3.42489e-05 -0.000240898 -3.39019e-05 0.000186168 -0.000174632 0.000223699 0.000658434 -0.000430429 0.00174091 -0.00183046 0.00108558 0.00258764 -0.00173868
internal_weight=0 0.0184776 0.0174678 0.0164604 0.0154459 0.0136479 0.012391 0.0109844 0.00989899 0.00788966 0.00669657 0.00333844 0.00335813 0.00202028 0.00264547 0.00217502 0.00200933
internal_count=3910 3469 3253 2925 2884 2764 2403 2070 1990 1385 1248 254 994 210 441 500 605
is_linear=0
shrinkage=0.0067667


Tree=2171
num_leaves=24
num_cat=0
split_feature=14 1213 1456 1374 453 0 1 4 15 11 13 15 47 16 43 13 129 4 2 133 0 39 12
split_gain=0.000670696 0.000412908 0.000318023 0.000218849 0.000199216 0.000297572 0.000233713 0.000286342 0.000272897 0.000249292 0.000224114 0.000335745 0.000316779 0.000258455 0.000230599 0.000351034 0.000242283 0.000227408 0.000192891 0.000174856 0.000292791 0.000124171 4.29087e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.11235500000000002 0.24280000000000004 -0.017214999999999998 0.080455000000000013 -0.091229999999999992 -0.10469999999999999 0.085165000000000018 0.23932500000000004 -0.083899999999999988 -0.014114999999999997 0.086720000000000005 -0.056579999999999991 0.091525000000000009 0.089845000000000022 -0.070174999999999987 0.088850000000000026 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 9 8 21 10 13 -12 14 18 19 -16 17 -17 -7 20 -13 -8 -9
right_child=-2 2 3 4 -6 6 7 22 -10 -11 11 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00090269769110903387 -0.0012597863297789732 -0.0008006835289508284 -0.00048149738924349567 0.00083816828217076584 -0.00049277059626926878 0.0001582026289202474 0.00011978088221202821 0.001037920073944975 0.00072131334237549494 -0.00067032653234265624 -0.00086611629114294428 -8.4415707887181257e-05 0.00069730284252044849 -0.00025683120052057183 -0.00098884416142179521 6.7893948738701948e-05 0.00059361168113697903 -0.00087513099473296592 0.0010149114817678559 -0.00021034180908409764 0.0010856469250498479 -0.00064792275686085545 0.00059753741735444016
leaf_weight=0.0011767388416859667 0.0010807739068420244 0.0010447988318312553 0.0015569208398655823 0.0016184537413943467 0.0012256533066563593 0.0011351157865541134 0.0011976021875650389 0.0012807606995013715 0.0012108497373186644 0.0012253353150737381 0.0011193289888678177 0.0010512123545817001 0.001695440907930613 0.001069209028136342 0.00133133113154157 0.0017606804163149692 0.0011350009910399278 0.0010599344222564297 0.0016959343691326234 0.0013057356079776358 0.0011683468036151447 0.001000538209468424 0.0010351141870250657
leaf_count=578 126 312 66 78 90 98 111 250 72 132 166 239 104 21 650 209 72 121 98 139 78 35 65
internal_value=0 3.06663e-05 7e-05 0.000103844 0.000139835 0.000172013 0.000124047 0.000404626 0.00010812 2.81651e-05 8.32866e-05 -2.86386e-05 6.05735e-05 0.000416945 -6.19307e-05 -0.000274406 -3.39497e-05 -0.000286477 0.000671412 0.000256723 0.00053149 -0.000229659 0.000841085
internal_weight=0 0.0291 0.0279233 0.0268785 0.0253216 0.0240959 0.0224775 0.00572487 0.00340899 0.0167526 0.0155273 0.011627 0.0105077 0.00390026 0.00881224 0.00528695 0.00395562 0.00282061 0.00283105 0.00352529 0.00221956 0.00219814 0.00231587
internal_count=3910 3784 3206 2894 2828 2738 2660 533 218 2127 1995 1778 1612 217 1508 1052 402 330 196 456 317 146 315
is_linear=0
shrinkage=0.00160853


Tree=2172
num_leaves=23
num_cat=0
split_feature=14 1213 480 13 132 13 2 15 52 376 4 0 457 52 50 42 13 2 16 1 3 4
split_gain=0.000562987 0.000448313 0.000266669 0.000199666 0.000348428 0.000252226 0.000308331 0.000318065 0.000216997 0.000239345 0.000236868 0.000235466 0.000246784 0.000213652 0.00018576 0.00017909 0.000248734 0.000296249 0.000224099 0.000266129 0.000337963 0.000156999
threshold=0.077685000000000018 -1.0000000180025095e-35 0.08456000000000001 -0.091229999999999992 0.079995000000000011 -0.52445999999999982 0.099990000000000009 -0.042544999999999993 -0.27466499999999994 0.048375000000000008 -0.23071499999999998 -0.060094999999999989 -0.066264999999999991 0.095040000000000027 0.082725000000000007 0.088235000000000022 -1.0000000180025095e-35 0.11230000000000001 -0.10808 0.086560000000000012 0.090325000000000003 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 -3 7 -7 -5 10 13 12 -12 -10 15 16 -14 18 -18 -20 -21 -8
right_child=-2 2 -4 4 -6 6 21 -9 9 -11 11 -13 14 -15 -16 -17 17 -19 19 20 -22 -23
leaf_value=-0.00082249252853904551 -0.0010687636436316366 -0.0003065032599677573 -0.00066547230098111792 -0.00048437036021829679 0.00065809995590770921 -0.00045545810623135385 0.00121620901494137 0.00055701423382641243 -0.00093086266834334591 0.00064703236534862567 -0.00062245691404721375 0.00065119535898624321 -0.00051223522197629367 -1.7428126273315958e-05 -0.00052284883926286398 0.00054047650423272222 0.00081998942116574564 -0.00048627846683426209 0.0006137723080935542 -0.00046886846217875284 0.00049754948924910945 0.00046951688107368472
leaf_weight=0.0012365776297495598 0.001004889079931375 0.0010913545584068096 0.0010052821270072751 0.0019782376097839073 0.0015966023890086325 0.0011267229016136832 0.0011199972752025111 0.001444571209583626 0.0010539070001764272 0.0011419035074464309 0.0012454773649980761 0.0011690627678140721 0.0014651840011755185 0.0010358672706853866 0.0010571479799520176 0.001628403220404911 0.0011996108997337496 0.0012915348365346406 0.0015472492275492794 0.0019837989697139014 0.0011757722788843239 0.0011794266777124529
leaf_count=578 126 51 264 341 224 102 81 89 67 151 155 145 446 34 293 314 47 67 144 60 26 105
internal_value=0 1.88414e-05 5.66222e-05 8.39822e-05 1.72739e-05 0.000314132 0.000453195 0.000113356 -3.66519e-05 1.54632e-05 -3.00291e-05 3.8003e-05 -1.8917e-05 -0.000478088 4.73192e-05 0.000105887 2.41975e-05 0.000133391 0.000268892 0.000128436 -0.000109235 0.000833214
internal_weight=0 0.0287737 0.0275371 0.0265318 0.0205698 0.00596207 0.00487072 0.00257129 0.0189732 0.0169949 0.015853 0.0137632 0.0125942 0.00208977 0.0113487 0.0102916 0.00866315 0.00719797 0.00590643 0.00470682 0.00315957 0.00229942
internal_count=3910 3784 3206 2942 2514 428 377 191 2290 1949 1798 1697 1552 101 1397 1104 790 344 277 230 86 186
is_linear=0
shrinkage=0.00142833


Tree=2173
num_leaves=15
num_cat=0
split_feature=4 0 43 1 15 39 47 3 15 2 13 52 50 4
split_gain=7.50044e-05 0.000133943 0.000115031 0.000113598 0.000110997 0.000109479 0.000103257 0.000131278 9.94594e-05 9.85838e-05 0.00013846 9.66628e-05 0.000109824 0.000123676
threshold=-0.51381999999999983 0.14676000000000003 -0.34918499999999997 0.085835000000000009 0.090505000000000016 0.005105000000000001 0.09252500000000001 -0.074234999999999982 0.088190000000000004 0.085355000000000014 -0.082014999999999991 -0.074484999999999982 0.081160000000000024 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 11 -8 9 -4 -11 -5 13 -13
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.0019051243724422413 -0.0023794717029987401 0.0025451236326617154 0.00029664444665956696 -0.0004646771847328051 -0.0017827804026747881 0.0024883606058388416 0.0012514863287581596 -0.0019399786434439994 0.0007771220198926369 -0.00056180906909531381 -0.0036101019372025431 0.00054660048033349624 -0.00036986348381397711 0.0033215001039700485
leaf_weight=0.0010290084415207615 0.0010394855684531861 0.0010779416136542088 0.0014225229981958262 0.001877708501269117 0.0010141750081990317 0.0015201162029571643 0.001067681938766718 0.0017604364692369867 0.0016857442981537199 0.0016419822007722271 0.0014441496650923116 0.0014462428218615635 0.0012298777550654449 0.0019381251136582033
leaf_count=80 160 68 417 238 299 315 125 120 496 465 611 119 168 229
internal_value=0 8.24243e-05 -5.6648e-05 7.71308e-05 0.000488943 0.000701479 0.000410036 -0.000735125 -0.000710964 -0.00126735 -0.00198825 0.000908907 0.00146787 0.0021357
internal_weight=0 0.0201662 0.0190882 0.0180488 0.0118544 0.0108402 0.00932007 0.00282812 0.0061944 0.00450865 0.00308613 0.00649195 0.00461425 0.00338437
internal_count=3910 3830 3762 3602 1613 1314 999 245 1989 1493 1076 754 516 348
is_linear=0
shrinkage=0.00718087


Tree=2174
num_leaves=17
num_cat=0
split_feature=159 50 160 52 133 13 151 49 4 13 0 3 15 0 2 4
split_gain=6.9532e-05 0.000120893 0.000126368 0.000204223 0.000170148 0.000200265 0.00013499 0.000183697 0.000148411 0.000137659 0.000144006 0.000136634 0.000123807 0.000117242 0.000153094 9.0479e-05
threshold=-0.034019999999999988 0.09525500000000002 -0.085519999999999985 0.11401500000000002 -0.090054999999999982 -0.083514999999999992 -0.0088999999999999982 -0.047309999999999998 -0.23071499999999998 0.16421000000000002 -0.077944999999999987 0.084925000000000014 -0.092459999999999987 -0.13506999999999997 0.091525000000000009 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 13 7 -7 -8 10 11 15 -13 -6 -15 -10
right_child=1 -3 3 -5 5 6 8 -9 9 -11 -12 12 -14 14 -16 -17
leaf_value=-0.0016525624159256776 0.0024040340549090307 0.0029594264045995941 -0.002961391156913198 -0.0036669766372652668 -0.00042416832126275093 0.00029003708123513216 -0.002585101120852792 -0.0047503646474336362 -0.0027639658580879008 -0.0021394813779246785 0.0029985230655623948 -0.00015915795150199771 0.0039302523101397788 0.00066970727321800786 0.0047005804996000022 0.00048537362949563286
leaf_weight=0.0016880543303431734 0.001396953243759518 0.0010115998968630085 0.0012485381900382694 0.0011405698893965357 0.00105731851735269 0.001015164226655145 0.001211744295537995 0.0010323115317306857 0.0011965632661652499 0.0011170801496124799 0.0019083880765809122 0.0010856538836399032 0.0010130879391714309 0.0012153004159483763 0.0014783279196520453 0.0012303753656248556
leaf_count=520 354 306 401 111 115 144 157 150 482 126 413 33 40 311 143 104
internal_value=0 0.000127896 -2.82227e-05 -0.000228675 1.93745e-05 0.000274956 -0.000306252 -0.00225127 0.000148207 0.000586825 0.00106017 0.000242799 0.00181485 0.00195002 0.00288195 -0.00111666
internal_weight=0 0.019359 0.0183474 0.0169504 0.0158099 0.0145613 0.0108104 0.00204748 0.00876289 0.00755115 0.00643407 0.00452568 0.00209874 0.00375095 0.00269363 0.00242694
internal_count=3910 3390 3084 2730 2619 2218 1649 294 1355 1198 1072 659 73 569 454 586
is_linear=0
shrinkage=0.00841354


Tree=2175
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 3 403 13 160 42 12 123 13 13 0 52 2 3 1 47 1 1 2
split_gain=0.000614817 0.00041676 0.000299509 0.000343352 0.000230137 0.000249065 0.000208318 0.000198885 0.000216781 0.000297132 0.000268244 0.000381767 0.000337071 0.000275737 0.000262663 0.000240329 0.000244418 0.000299476 0.000486942 0.000466494 0.000186737 0.000147888
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 0.03138500000000001 -0.012339999999999999 -0.23073999999999997 -1.0000000180025095e-35 0.051320000000000005 1.0000000180025095e-35 -0.52445999999999982 -0.091849999999999987 -0.053834999999999994 0.024145000000000003 0.11203000000000002 -0.075679999999999983 0.086560000000000012 0.09550500000000002 0.095575000000000007 0.077800000000000022 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6 9 -9 11 -10 21 14 15 16 -14 -18 19 -19 -16 -13
right_child=-2 2 3 -5 5 6 -8 8 10 -11 -12 12 13 -15 20 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00089507921895260573 -0.0012529589411902737 -0.00077873466277469884 0.00068850197336239849 -0.00068765984266461546 -0.00064878557061732577 0.0010860968580548665 0.00017314732944066839 0.00014823918386956575 -0.00088499215593263944 -0.00097458597939141089 0.00091940382492527019 0.00026837847041802018 -0.00039214310874278243 -0.00057326607888058057 0.00012761580277294789 -0.00058932078139194231 0.0009709834590606644 -0.00081405358583108527 0.0010089128433433156 0.00050379930637546035 0.0010727544917202719 0.00098559267779797441
leaf_weight=0.0012480194985380047 0.0010351221745843317 0.001069115611883247 0.0019643333993266355 0.0013926335347131938 0.0010559361843561479 0.0011926003608946356 0.0015436733894765289 0.0013857901637109272 0.0010100539781397978 0.0011701148773752591 0.0011280927454161973 0.0014913177712144827 0.0018193925996219445 0.0017217474333223104 0.0010557833765146981 0.0015186374718352269 0.0013548229646103008 0.0017356642483292717 0.0011085877292487112 0.0012393406221179459 0.0012049580086328504 0.0016087778496935018
leaf_count=578 126 312 141 123 261 100 119 99 29 437 252 97 502 171 136 96 50 55 19 49 38 120
internal_value=0 3.31172e-05 7.33797e-05 0.000106265 0.00014829 0.000104702 0.000571055 4.56495e-05 8.13269e-05 -0.0003658 0.000144826 9.30278e-05 0.000155317 3.74127e-05 0.000132676 4.21668e-06 0.00012841 0.000302558 8.07925e-05 -0.000265057 0.000631368 0.000640573
internal_weight=0 0.0300194 0.0287714 0.0277023 0.0263096 0.0243453 0.00273627 0.021609 0.0205531 0.00255591 0.0179972 0.0168691 0.015859 0.0127589 0.0110372 0.00877645 0.00725781 0.00543842 0.00408359 0.002975 0.00226074 0.0031001
internal_count=3910 3784 3206 2894 2771 2630 219 2411 2150 536 1614 1362 1333 1116 945 771 675 173 123 104 174 217
is_linear=0
shrinkage=0.0016407


Tree=2176
num_leaves=17
num_cat=0
split_feature=483 151 1 52 160 13 133 13 2 0 16 16 0 4 4 12
split_gain=6.93146e-05 8.64384e-05 0.000109269 0.000117919 0.000158899 0.000153111 0.000155434 0.000109992 0.000104311 0.000150045 0.000189207 0.000190532 0.000196113 0.000150321 6.70209e-05 2.72708e-05
threshold=0.088030000000000011 0.087190000000000017 0.14000500000000002 0.11588000000000002 -0.081519999999999995 -0.083514999999999992 -0.0056849999999999991 -0.16277999999999995 0.11230000000000001 -0.23029999999999998 0.28937500000000005 1.0000000180025095e-35 -0.10209999999999998 0.044585000000000007 0.00096500000000000015 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 -7 11 12 -11 15 -5 -14
right_child=-2 -3 -4 14 5 8 7 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.0028505372207631836 -0.002213500786999961 0.0023657388709521325 0.0026096993148805674 -0.0036742537590942798 -0.0016809288143327474 0.0019175850229101986 0.00056985525561741458 0.003851123197056799 -0.0032698330346833389 -0.0032426848435361958 0.0023859923451077973 -0.0046573155546551235 7.2946372725017465e-05 0.0030978690158268494 -0.00053478834517584897 -0.0019643501319755001
leaf_weight=0.0014095541778540244 0.001043837126466776 0.0012122154930950388 0.0011162214005025475 0.001085804179517146 0.0010923389249804794 0.0016080112767031789 0.0016219807308494039 0.0015129121298806661 0.0011802960650936214 0.0016850087129537932 0.0010501643528551333 0.001266969952294951 0.0010063941404033772 0.0010830482908935034 0.0010016758573279105 0.0010073659859491241
leaf_count=255 354 127 131 325 270 64 104 324 264 155 218 207 308 91 161 552
internal_value=0 0.000100454 -4.61742e-05 -0.000214504 4.81487e-05 -0.000231714 0.0011626 0.00215341 -0.000827842 -0.000496811 -0.00104371 -0.00163915 -0.000839475 0.000468138 -0.00216778 -0.000946193
internal_weight=0 0.01994 0.0187277 0.0176115 0.015524 0.0141145 0.00422723 0.00313489 0.00988726 0.00870696 0.00709895 0.00604879 0.00478182 0.00309681 0.00208748 0.00201376
internal_count=3910 3556 3429 3298 2812 2557 698 428 1859 1595 1531 1313 1106 951 486 860
is_linear=0
shrinkage=0.00875344


Tree=2177
num_leaves=25
num_cat=0
split_feature=14 1213 1374 1456 11 1 403 4 47 39 13 2 3 0 0 47 130 13 47 43 43 47 42 2
split_gain=0.000617974 0.000395515 0.000186825 0.000203006 0.000236803 0.000200546 0.000375939 0.000243627 0.000298272 0.000351295 0.000300984 0.000301522 0.000292105 0.000242566 0.000240953 0.000211796 0.000170057 0.00019197 0.000166422 0.000157219 0.000333384 0.000132761 0.000110794 7.26673e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.03138500000000001 -0.23071499999999998 0.087850000000000025 0.005105000000000001 -0.084084999999999979 0.079395000000000007 0.090325000000000003 -0.23029999999999998 -0.087614999999999985 0.09550500000000002 -1.0000000180025095e-35 0.0066400000000000009 0.13206500000000002 -0.083094999999999988 0.070805000000000021 0.10783500000000001 0.083725000000000008 0.096750000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 14 7 -7 9 10 -9 -12 -13 -14 22 -10 -16 19 21 -18 -21 -17 -5 -19
right_child=-2 2 3 4 -6 6 -8 8 15 -11 11 12 13 -15 16 18 17 23 -20 20 -22 -23 -24 -25
leaf_value=-0.00088842725855785667 -0.0012566264874129397 -0.00049784322388749143 -0.00062156240173291666 -0.00074017612265666406 -0.00054095173225553314 -0.00048745102948636248 0.001201417366366747 0.0011204678097805015 -0.00065718540122390806 0.0013328458273871753 -0.00061524418605888339 0.0010520793952662419 0.00065335953030207174 -0.00035011070738728931 -0.00046476852655208818 -1.3970940880595235e-05 0.00055762320869408072 0.00096714815510342243 -0.00033494668924240217 -0.00078097716979678219 0.00048060760075247362 0.00074837858362698253 -7.2857447925493067e-05 0.00034951985054287784
leaf_weight=0.0012192284688805751 0.0010488438584662354 0.0014911550690737121 0.0010097542492215469 0.0014613026062382309 0.0013430854247589155 0.0012197939029134882 0.0011193691902674505 0.0010816906221269226 0.0011207438152867066 0.0011349938933053081 0.0010496724692897969 0.0011907977689508964 0.0011235196451160334 0.0015335635070661269 0.001015754473111613 0.0011277460477414625 0.0010212510834129718 0.0010367485506057039 0.0012374634548182328 0.0012611832650381571 0.0010197886124400646 0.0013522548082933392 0.0012363976503828034 0.0010146585090855531
leaf_count=578 126 66 312 239 123 154 71 160 50 274 290 87 56 40 95 61 179 68 42 358 72 104 224 81
internal_value=0 2.57842e-05 6.67593e-05 9.95037e-05 0.000128979 0.000167499 0.000288588 0.000211016 0.000282298 0.000496037 0.000337192 0.000164195 0.00037682 7.41961e-05 -2.33619e-05 -3.19907e-05 0.000150702 0.000267476 0.000156493 2.26018e-05 -0.000216941 0.000401711 -0.000434334 0.000661659
internal_weight=0 0.0284219 0.0272027 0.0257115 0.0247018 0.0233587 0.0142916 0.0131722 0.0119524 0.00711424 0.00597924 0.00489755 0.00384788 0.00265708 0.00906708 0.00483821 0.00636938 0.00535363 0.00371746 0.00330222 0.00228097 0.00248 0.0026977 0.00205141
internal_count=3910 3784 3206 3140 2828 2705 1389 1318 1164 907 633 473 183 96 1316 257 853 758 207 609 430 165 463 149
is_linear=0
shrinkage=0.0016407


Tree=2178
num_leaves=16
num_cat=0
split_feature=133 0 160 474 483 40 52 42 151 4 2 0 49 2 12
split_gain=6.81465e-05 0.000196978 0.000131065 0.000223234 0.000404309 0.000192002 0.000192896 0.000121779 0.000122949 0.000276888 0.000108382 9.51559e-05 7.44696e-05 6.62909e-05 6.42345e-05
threshold=-0.085714999999999986 -0.084304999999999977 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.080519999999999994 0.14114500000000005 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 0.086650000000000019 -0.10071499999999999 -0.045004999999999996 0.10137500000000001 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 7 -7 -9 10 11 -10 -12 -14 -11
right_child=2 -3 5 -5 -6 6 -8 8 9 14 12 -13 13 -15 -16
leaf_value=-0.0013118459396943493 -0.0047073404529231616 0.0028246743677584427 0.0031355536374994076 0.0010782853008662527 0.00080298222937768258 -0.0019476761719853003 0.0028920080811059654 -0.0016667718712450117 -0.00029106176154267713 0.0037969468092250531 0.001618664617365382 -0.0032026640455171699 0.0007135648439218717 -0.0017173174671844538 0.0013551500771801935
leaf_weight=0.0010123931422425965 0.0016616538101452616 0.0014350301916690169 0.0010419624332716178 0.0013959626314195978 0.0011701281891262454 0.0019853359262797512 0.0010465163510489104 0.0018702024514586054 0.0012501878794388688 0.001078475398611784 0.001435218715061806 0.001077768174973944 0.0011951435042478866 0.0011211023377123083 0.0011456547871639411
leaf_count=351 525 253 183 269 292 588 91 258 36 129 79 337 223 222 74
internal_value=0 0.00111357 -0.000161565 -0.00127187 -0.00243041 0.0001679 -6.62567e-05 -0.000320871 -3.411e-06 0.000371227 -0.000421907 -0.00163904 0.00033338 -0.000463023 0.00253917
internal_weight=0 0.00244742 0.0184753 0.00422774 0.00283178 0.0142476 0.0132056 0.0121591 0.0101738 0.00830355 0.00607942 0.00232796 0.00375146 0.00231625 0.00222413
internal_count=3910 604 3306 1086 817 2220 2037 1946 1358 1100 897 373 524 445 203
is_linear=0
shrinkage=0.00718087


Tree=2179
num_leaves=22
num_cat=0
split_feature=14 1213 1456 52 157 403 42 16 4 12 42 151 49 43 43 47 151 16 16 1 16
split_gain=0.000507647 0.000372005 0.000307462 0.000291696 0.000291232 0.000276047 0.000262247 0.000265727 0.000388896 0.000316734 0.000244164 0.000170305 0.000257164 0.000202082 0.000422977 0.00021884 0.000290079 0.000222701 0.000209988 0.000197036 0.00017874
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42985499999999993 -0.07686999999999998 0.092300000000000007 0.088115000000000013 0.26364000000000004 -0.013929999999999998 0.092365000000000017 0.084100000000000022 0.083140000000000006 -0.085974999999999982 -0.34918499999999997 -0.082689999999999986 0.09550500000000002 -0.024429999999999997 -0.089559999999999987 -0.19424999999999998 0.095575000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 10 8 -8 -10 11 12 -6 -14 -15 16 -16 18 -18 20 -19
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13 13 14 15 -17 17 19 -20 -21 -22
leaf_value=-0.00091776325678437885 -0.0011561433511405831 -0.00085630914006868091 -0.00084433607520943102 0.00055946167831817293 -0.00087236406746861775 0.00049648822612061139 -0.00073637836128238703 0.00085968062376757777 0.0007391420697250669 -0.00024738832382408113 -0.00088389234189925581 0.00042746758238551883 -0.00074140255786292323 0.00058987083830066179 0.00027422203276429504 0.00028971491198270539 -0.00046961595367214217 -0.0013382079638883588 0.00024659396222713936 -0.00020650915744131496 -0.00056522189975459784
leaf_weight=0.0012491148504499968 0.0010913657394421563 0.0011083995055781509 0.0010030296718114137 0.001741094734648548 0.0011411373728542626 0.0017653300364949267 0.0011079761843650615 0.0010274619392347528 0.0016081104668906948 0.0012993520738115993 0.0010789060017865051 0.0010413013525296935 0.0011347287216005872 0.0017625545795013501 0.0017222972793581046 0.0017641195543767205 0.001879070505331394 0.0010688472676300105 0.0017421127221428677 0.0015986404072682037 0.0017294951380491036
leaf_count=578 126 312 290 298 67 140 328 52 206 109 198 67 64 246 127 104 120 181 115 72 110
internal_value=0 -0.000124113 -8.91121e-05 -5.78667e-05 -2.77722e-05 -6.95527e-05 -0.000113561 0.000185325 1.27727e-05 0.000298259 -0.000198894 -0.00015433 -0.000193308 -0.000139503 -8.80225e-05 -0.000191879 -0.000279101 -0.000397955 -0.000125055 -0.000622705 -0.00086047
internal_weight=0 0.0295731 0.028324 0.0272156 0.0262125 0.0244714 0.0227061 0.0050429 0.00401544 0.00290746 0.0176632 0.0165843 0.015543 0.0144019 0.0132671 0.0115046 0.00974046 0.00801817 0.00362118 0.00439698 0.00279834
internal_count=3910 3784 3206 2894 2604 2306 2166 695 643 315 1471 1273 1206 1139 1075 829 725 598 235 363 291
is_linear=0
shrinkage=0.00148603


Tree=2180
num_leaves=25
num_cat=0
split_feature=14 51 1 132 45 12 47 39 151 50 1 1 52 15 0 2 4 4 13 1 43 0 0 15
split_gain=0.000690077 0.000442322 0.000339073 0.00032906 0.000309221 0.000450228 0.000563587 0.000342609 0.000332578 0.00035882 0.00035613 0.000745909 0.000429344 0.000234075 0.000269271 0.000266895 0.000198841 0.000197767 0.000142705 0.000100415 9.51636e-05 6.25983e-05 6.24778e-05 4.56552e-05
threshold=0.077685000000000018 -0.40274499999999996 1.0000000180025095e-35 0.080815000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.11603500000000001 0.084535000000000013 0.056555000000000001 0.082310000000000008 0.11198000000000001 0.092550000000000007 -0.069134999999999988 0.088190000000000004 -0.060094999999999989 0.087005000000000013 -0.51381999999999983 -0.41745999999999994 -0.014114999999999997 0.10031000000000002 -0.078644999999999979 -0.15517999999999996 -0.11077499999999998 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 7 8 -4 9 10 11 12 -7 14 15 -3 -16 -18 -15 -13 -17 -14 -12 -21
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 22 19 21 18 16 20 17 -19 -20 23 -22 -23 -24 -25
leaf_value=-0.0011013551287550887 -0.0013957758647829073 -0.00015370209889870685 0.00020727122476196284 0.001014241613371065 -0.00079785880843344771 -2.8436310133841165e-05 -0.0011822221705526945 0.0014567770458437561 -0.00057815994656564289 -0.00043504895886334029 0.0011973584248972011 -0.00082452778021908837 0.0014173207583592269 -0.00017016253410002515 -0.00061681298034597378 -0.0014254900320148807 0.00085071441955382715 -0.00012338059968545033 0.00062190911563799302 -0.0004348736811440497 -0.00070671767302360531 0.00085156372016126738 0.00064359443260154762 8.3813025586695338e-05
leaf_weight=0.0010147866841846423 0.0010662984832345004 0.0018344119733794849 0.0012850192225715915 0.001414811944402467 0.0010019148051672025 0.0014421484357679537 0.0010060202914914393 0.0013792832572974553 0.0015806363841406332 0.0018195246442088706 0.00148483055727755 0.0011515614720398193 0.0013684689470778721 0.0012908599761717598 0.0011149968732164228 0.0010676034995583282 0.0010413639083921566 0.0016067050871029749 0.0014803015693534158 0.0010574140999786126 0.0011707501933932137 0.0010460641994918807 0.0010575372377755188 0.0010018586747795348
leaf_count=138 126 537 83 152 67 93 75 262 80 349 68 113 20 336 24 416 30 73 156 29 333 98 127 125
internal_value=0 2.90036e-05 6.76203e-05 0.000206258 0.000141608 0.000198038 7.33223e-05 0.000854128 0.000170409 0.000273933 0.000408171 0.000207141 0.000723249 -0.000181986 -0.000335801 -0.000646048 -2.05919e-08 0.000259686 0.000252947 -0.00041278 -0.00104954 0.00117221 0.000967012 -0.000182527
internal_weight=0 0.0307189 0.0297041 0.0190971 0.0176823 0.0166804 0.0140161 0.0026643 0.01301 0.0114294 0.00960988 0.00706752 0.00385668 0.010607 0.00783583 0.00407277 0.00376307 0.00264807 0.00277116 0.00321083 0.00223835 0.00241453 0.00254237 0.00205927
internal_count=3910 3784 3646 1741 1589 1522 1177 345 1102 1022 673 478 211 1905 1413 1286 127 103 492 267 749 118 195 154
is_linear=0
shrinkage=0.00174112


Tree=2181
num_leaves=18
num_cat=0
split_feature=41 2 133 0 403 160 484 457 4 42 16 16 52 52 160 12 4
split_gain=7.03696e-05 8.91355e-05 7.9971e-05 0.000111084 0.000102659 0.000178685 0.00011868 0.000142132 0.000148983 0.000213411 0.000303201 0.000239609 0.000188928 0.000157439 0.000169477 8.5671e-05 5.32666e-05
threshold=0.080335000000000018 -0.0098549999999999974 -0.085714999999999986 -0.083564999999999987 0.036225000000000007 -0.11175999999999998 -0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 0.088235000000000022 -0.19424999999999998 0.15737500000000001 0.0033900000000000002 -0.048794999999999991 0.088095000000000021 0.091735000000000025 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -8 9 10 -9 12 13 14 -12 -11 -13
right_child=-2 2 4 -5 -6 6 7 8 -10 15 11 16 -14 -15 -16 -17 -18
leaf_value=0.002343058203445267 -0.0023133304323384152 -0.00042934574590327131 -0.0035844232692990238 0.0037129966730201189 -0.0030750908641768307 -0.002571146074471376 -0.0027090084730381232 -0.0045345643257547648 0.0033244697592690105 0.0045473697165462424 0.0043287651311189335 -0.0036091435813198612 0.0048524287385054441 -0.0022077795270034344 -0.00056117774024105763 0.0011013373275278002 -0.00073153567588998586
leaf_weight=0.0013555695547305671 0.0010657664570291317 0.0011092017129613711 0.0011345363916143185 0.0010407014543064577 0.0010303282535165095 0.0011993002606827631 0.0011010236873069167 0.0012426839899299441 0.0015708074173191823 0.0011115799466971379 0.0011684190255974386 0.0010615932592816929 0.0010842545866450795 0.0011802454972283834 0.001183046736422888 0.0012959246156953388 0.0010725422432557377
leaf_count=222 173 315 404 218 193 500 141 53 227 156 151 160 327 218 54 287 111
internal_value=0 8.85227e-05 -7.59102e-05 0.00157583 -0.000291962 -0.00010583 0.000170708 0.000422259 0.000710252 0.000315414 -0.000400563 0.0003605 0.00152719 0.000506324 0.00186858 0.00269242 -0.00216296
internal_weight=0 0.0199418 0.0185862 0.0021499 0.0164363 0.015406 0.0142714 0.0130721 0.0119711 0.0104003 0.00799279 0.0067501 0.00461597 0.00353171 0.00235147 0.0024075 0.00213414
internal_count=3910 3737 3515 533 2982 2789 2385 1885 1744 1517 1074 1021 750 423 205 443 271
is_linear=0
shrinkage=0.00910708


Tree=2182
num_leaves=24
num_cat=0
split_feature=14 1213 1374 38 124 40 3 48 4 0 457 0 3 403 131 13 48 13 0 52 0 2 1
split_gain=0.00061433 0.000404737 0.000224312 0.000184086 0.000475059 0.00024961 0.000307936 0.000330643 0.000301684 0.000307496 0.000320833 0.000421943 0.000185955 0.000178819 0.000179822 0.000187272 0.000204749 0.000281317 0.000268323 0.000174071 0.000136859 0.000207865 0.000290291
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.11930500000000001 -0.23071499999999998 -0.024394999999999997 -0.066264999999999991 -0.15291499999999997 -0.10628499999999998 0.092300000000000007 0.097135000000000013 -0.097529999999999992 0.08346000000000002 -0.0024749999999999993 -0.083934999999999996 -0.0066199999999999991 -0.11756999999999999 0.085155000000000022 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 12 10 -10 19 -7 14 15 -13 17 18 -17 -12 -19 22 -22
right_child=-2 2 3 -5 5 6 -8 -9 9 -11 11 13 -14 -15 -16 16 -18 20 -20 -21 21 -23 -24
leaf_value=-0.00086910741199519364 -0.0012387989375945514 -0.00053445223971123484 0.00098891482078010753 -0.00054708422417236175 -0.00059744146462853583 -5.330977151796184e-06 0.00094233072843727666 -0.00074756209701536168 -0.00070318050530459642 0.00099290522549373467 0.00022699226782984313 0.0004913201664655183 -0.0008436182240176385 0.00070877334447660848 0.00063527848204482341 -0.00020385933885666866 0.00047743223672371834 -0.00053489351433530605 -0.0012911791441696161 0.0010444923231397987 -0.00066959117878719228 0.00071974029421499554 0.00048515097060612613
leaf_weight=0.0012245569867358605 0.0010141314358473033 0.0014710350977704669 0.0015938337337912311 0.0010529829487432229 0.0013231928174381484 0.0016197853153070429 0.0011231434398740045 0.0011846296130169067 0.0010630706712734242 0.0012058448919542832 0.0010435310543588372 0.0013360747521138283 0.0011859506128593022 0.0010340920581017312 0.001056803627304829 0.0012520189614816163 0.0011176703242296443 0.0010371119391834327 0.0011059111164075488 0.0019026630748104545 0.0012308900541367126 0.0010667533534693546 0.001038514606837293
leaf_count=578 126 66 260 88 131 117 136 89 222 89 40 75 111 112 182 410 129 31 555 93 75 156 39
internal_value=0 3.53937e-05 7.63474e-05 0.00011148 0.00013976 8.07303e-05 0.000122266 7.72955e-05 0.000127934 0.000210893 0.0001492 0.000212914 -0.000359665 7.12916e-05 6.92616e-06 -6.5371e-05 -0.000160134 -0.000265997 -0.000713832 0.000754937 -2.4539e-05 0.000134115 -0.000141163
internal_weight=0 0.0282701 0.0270455 0.0255745 0.0245215 0.0229277 0.0216045 0.0204813 0.0192967 0.016491 0.0152851 0.014222 0.00280574 0.0112758 0.0102417 0.00918495 0.00784887 0.0067312 0.00235793 0.00294619 0.00437327 0.00333616 0.0022694
internal_count=3910 3784 3206 3140 3052 2792 2661 2525 2436 2208 2119 1897 228 1764 1652 1470 1395 1266 965 133 301 270 114
is_linear=0
shrinkage=0.00160853


Tree=2183
num_leaves=16
num_cat=0
split_feature=1 0 3 15 52 52 51 0 47 48 50 1 4 4 48
split_gain=7.64791e-05 0.000125194 0.000125628 0.000233703 0.00011612 0.00015649 0.000156327 0.00010069 9.69237e-05 0.000204324 0.000339539 0.000136975 0.000115429 9.09246e-05 8.79367e-05
threshold=0.085835000000000009 -0.060094999999999989 -0.084129999999999996 0.083935000000000023 -0.27466499999999994 -0.091329999999999981 -0.07174999999999998 -0.10783 0.087850000000000025 0.087945000000000009 0.088425000000000017 0.10937500000000001 -0.00072999999999999985 -0.49837999999999999 0.10417000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -2 -6 -7 -4 9 10 11 12 -8 -3 -10
right_child=4 13 3 -5 5 6 8 -9 14 -11 -12 -13 -14 -15 -16
leaf_value=-0.0035584615388168277 -0.0021906325085058569 -0.0012292287021105255 -0.00061214555292015229 0.002458623334303927 0.0038232400110182882 -0.0029436966499251926 0.0046961836247432333 -0.0043603286336507579 -0.0017701047460095393 -0.0011955729190647893 -0.0016795970836468285 0.0063971032085741591 0.00044890047564785066 0.0019071024623391376 0.0014422117877585659
leaf_weight=0.0016644394773681079 0.0012311510460168576 0.0011835544753359961 0.0012765588865978322 0.0012862380121401173 0.001146799994827836 0.0010355054770306857 0.0010010923407233474 0.0010342433690439289 0.0018863330250068477 0.0017778287111221633 0.0011871691061778322 0.0011387223792174023 0.0010400356305060882 0.0019524985291859281 0.001061714612075779
leaf_count=877 199 75 131 413 176 113 164 527 119 146 283 299 106 177 105
internal_value=0 -0.00068863 -0.00153028 -0.000591794 0.000412967 0.000697257 0.000343314 -0.00228972 0.000717641 0.00135613 0.00239494 0.00391613 0.00253202 0.000723443 -0.000613216
internal_weight=0 0.00839753 0.00526148 0.00359704 0.0125064 0.0112752 0.0101284 0.0023108 0.0090929 0.00614485 0.00436702 0.00317985 0.00204113 0.00313605 0.00294805
internal_count=3910 2200 1948 1071 1710 1511 1335 658 1222 998 852 569 270 252 224
is_linear=0
shrinkage=0.00892851


Tree=2184
num_leaves=24
num_cat=0
split_feature=14 1213 1456 1374 1 403 2 4 457 3 2 1 3 0 47 0 4 3 52 15 0 2 13
split_gain=0.000651037 0.000480495 0.000265331 0.000266778 0.000227555 0.000430635 0.000233466 0.000357695 0.000240218 0.000266016 0.000519967 0.000233532 0.000301385 0.000211112 0.000192177 0.000169266 0.00018369 0.000152972 0.000150904 0.000147162 0.000175947 0.000172135 0.000262389
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 0.03138500000000001 0.14073000000000005 -0.23071499999999998 0.041935000000000007 0.090325000000000003 1.0000000180025095e-35 0.095575000000000007 -0.077894999999999978 -0.087614999999999985 0.094425000000000009 -0.14808999999999997 0.27020000000000005 -0.0086749999999999969 1.0000000180025095e-35 0.088190000000000004 0.18055000000000002 0.10325000000000002 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 13 6 7 -6 9 10 11 -9 -13 18 -14 16 -11 -12 -5 20 21 22 -15
right_child=-2 2 3 4 5 -7 -8 8 -10 15 17 12 14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00090643826359379455 -0.0011723627817531994 -0.00069036590852835766 -0.00054640571385328684 -0.00015076650940447527 -0.00077475650265515603 0.0010546965651077214 0.00086049250334607589 -0.00050251719359433421 0.00089419183466647669 -0.00088106616046342088 0.00047021631017802007 -0.00034017181695026488 0.0010468234048388821 0.00055373394388252904 0.00012213729876644352 0.00021482713881522048 -6.161337663274159e-05 0.0012041346043437746 -0.00088899498180790044 0.00047492285361727611 0.00045737190884341473 -0.00075046587837480309 -0.00041058039349706497
leaf_weight=0.0012865213947800399 0.0011400371651550103 0.0010858079258750574 0.0014951885516989441 0.0018623264659850224 0.0010207200300181825 0.0014034756725469491 0.0010556187574025872 0.0015813956108627937 0.0010246897017805118 0.0012143109154614251 0.0013927882799535125 0.001425710574319547 0.0010564295407937078 0.0011502784479315575 0.0010931631985653389 0.0014724603084070699 0.0014167504951905219 0.0013243231532888977 0.001026800267996994 0.001731228195232859 0.0012450443578906345 0.0010342893444912626 0.0016305611553491771
leaf_count=578 126 312 66 250 190 76 162 292 134 40 134 101 130 182 60 73 44 67 216 263 25 149 240
internal_value=0 1.79524e-05 5.93271e-05 8.87593e-05 0.000125059 0.000235564 0.00015932 0.000106536 0.000175722 0.000114255 0.000280591 -7.80613e-06 0.00021101 -6.30829e-05 0.00057658 -0.00020491 -0.000439815 0.000827929 -0.000413134 8.58322e-05 -4.72867e-05 -0.000211979 -1.16973e-05
internal_weight=0 0.0300299 0.0287434 0.0276576 0.0261624 0.0164818 0.0150784 0.0140227 0.013002 0.0119773 0.00787381 0.0051567 0.0035753 0.00968053 0.00214959 0.00410352 0.00263106 0.00271711 0.00288913 0.0067914 0.00506017 0.00381513 0.00278084
internal_count=3910 3784 3206 2894 2828 1503 1427 1265 1075 941 784 583 291 1325 190 157 84 201 466 859 596 571 422
is_linear=0
shrinkage=0.00154607


Tree=2185
num_leaves=15
num_cat=0
split_feature=11 48 0 1 48 151 51 42 2 16 13 13 42 3
split_gain=6.81275e-05 8.62241e-05 0.000249469 0.000208479 0.000161171 0.000111996 9.98658e-05 0.000116433 0.000142601 0.000177364 0.000237458 0.000130266 0.00010874 0.000171008
threshold=0.081005000000000008 0.016865000000000002 -0.18901999999999997 0.089605000000000018 0.087945000000000009 -0.0008699999999999999 0.083165000000000017 0.086325000000000013 0.11260500000000001 0.25185000000000007 -0.09547499999999999 -0.071149999999999977 -0.087904999999999983 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 9 10 -7 -9 -12 -14
right_child=-2 2 3 -5 -6 6 -8 11 -10 -11 12 -13 13 -15
leaf_value=-0.0023943660082519306 -0.0016179567910654879 0.0015832645368250423 0.00034191313536080628 0.0042325847881784289 -0.0022268508393771032 0.0035441366672348713 -0.0022948138655807799 -0.0030186789942935918 0.003280920215079532 -0.002210511218483785 0.0016708982643256153 0.00025654313137456696 -0.0034138563020060034 0.00045274090751070263
leaf_weight=0.0012726163781693412 0.0014489256408644962 0.00102285803175306 0.0015839019687234257 0.001615511180287417 0.0017439004078054765 0.0014311170516859229 0.0010248627183608592 0.0012195867376459356 0.0010463450867907419 0.0013580092885792025 0.0014629763426238836 0.0016719276009635334 0.0010095769649330405 0.0019417258235543047
leaf_count=389 233 37 324 287 79 96 267 651 178 113 288 320 532 116
internal_value=0 9.50266e-05 0.0008574 0.00230647 -0.000818268 -0.000243431 -1.84366e-05 0.000190963 0.000652164 0.000270318 0.000846668 -0.00112488 -2.78567e-05 -0.000869939
internal_weight=0 0.0194049 0.00596617 0.00319941 0.00276676 0.0134387 0.0121661 0.0111413 0.00824975 0.00720341 0.0058454 0.00289151 0.00441428 0.0029513
internal_count=3910 3677 727 611 116 2950 2561 2294 1323 1145 1032 971 936 648
is_linear=0
shrinkage=0.0076204


Tree=2186
num_leaves=22
num_cat=0
split_feature=14 1213 1456 403 1 42 4 42 15 52 15 3 0 150 2 52 2 13 15 12 12
split_gain=0.000506589 0.000432203 0.000245461 0.000191363 0.000345001 0.000173129 0.000264274 0.000247576 0.000224243 0.000213681 0.000314053 0.000358905 0.000243821 0.000225794 0.000177099 0.00028508 0.000270014 0.000172094 0.00015893 0.000149769 0.000104789
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.088115000000000013 -0.034289999999999994 0.084100000000000022 0.035895000000000003 0.11401500000000002 -0.038029999999999987 -0.080534999999999982 -0.086414999999999978 0.10871000000000001 0.091025000000000009 -1.0000000180025095e-35 0.11230000000000001 -0.003375 -1.0000000180025095e-35 0.090715000000000018 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 7 -7 8 9 10 11 -4 -12 14 15 -13 -16 -10 19 -8 -14
right_child=-2 2 3 4 -6 6 18 -9 17 -11 12 13 20 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00092966208166558265 -0.0011055955474530705 -0.0006990112372269342 0.00088576434292283752 2.8828140962499136e-05 0.0011154119880165459 -0.00027760106825793629 0.00076019605674148096 -0.00079180979871708258 0.00012214338818315241 -0.00038683547091997769 0.001234315588951751 -0.0012066456029110899 0.00060748437394189301 0.00048288772492027397 0.00063844973476898613 -0.00016003924995361166 -0.00043113674919732244 -0.00070542470716750962 0.0010641728433550446 -1.1579378551330678e-06 4.3184452519183395e-06
leaf_weight=0.0011877951818777118 0.0010745263435074639 0.001053897202032277 0.0010027154963098608 0.0018851822781283936 0.0012622884724732275 0.0014833026859400328 0.0011608049590418872 0.0010533893973913291 0.0010270880152588036 0.0020002753381924429 0.0010021173843573483 0.0010968645428995338 0.0015492546112154323 0.0011996414366549635 0.0010611185505296494 0.0017440695053207375 0.0014385804129172595 0.0017715445545871669 0.0010255087220940604 0.001576278806761422 0.0014360102661217233
leaf_count=576 135 310 150 169 76 385 226 293 216 116 85 92 118 46 98 61 155 186 37 202 178
internal_value=0 1.98371e-05 6.18726e-05 9.29826e-05 0.000464601 4.12932e-05 0.000297407 -3.59991e-05 1.27576e-05 9.84847e-05 0.000182678 -1.03326e-05 0.000547798 -0.000147717 -0.000289367 -0.000564127 2.29011e-05 -0.00040171 0.000524089 0.000321734 0.000317342
internal_weight=0 0.0280177 0.0268299 0.025776 0.00314747 0.0226286 0.0052459 0.0173827 0.0163293 0.0135306 0.0115304 0.00754299 0.00398738 0.00654027 0.00534063 0.00284093 0.0024997 0.00279863 0.00376259 0.00273708 0.00298526
internal_count=3910 3775 3199 2889 245 2644 850 1794 1501 1099 983 602 381 452 406 153 253 402 465 428 296
is_linear=0
shrinkage=0.00160853


Tree=2187
num_leaves=23
num_cat=0
split_feature=14 1213 1456 1374 11 1 403 13 15 3 2 0 47 15 1 15 15 42 42 16 42 1
split_gain=0.000508372 0.000393677 0.000249536 0.000265094 0.00023447 0.000180881 0.000381891 0.000285701 0.000272565 0.00031252 0.000334536 0.000240476 0.000216426 0.000208148 0.000205473 0.000590624 0.000407039 0.000163178 0.000261262 0.000205411 0.000153715 0.00015003
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 0.03138500000000001 -0.073799999999999991 0.035895000000000003 0.11265500000000002 0.097940000000000013 -0.087614999999999985 1.0000000180025095e-35 0.088190000000000004 0.092550000000000007 -0.064869999999999983 -0.094924999999999995 0.084745000000000015 -1.0000000180025095e-35 0.24895000000000003 0.083725000000000008 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 12 9 10 14 20 -7 17 16 -16 -9 18 -13 -20 -5 -11
right_child=-2 2 3 4 -6 6 -8 8 -10 21 -12 13 -14 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.00094354616818601164 -0.0012451325378717202 -0.0007643021670942047 -0.00059209348319239823 -0.00081911416666606346 -0.00056208528488804104 0.0011054006087109051 0.0012959513263376059 0.0012402240323018405 -0.00063976719291693261 8.7566461569442872e-05 0.0013191926944493863 -0.00052390915461421762 0.00020570185720481768 0.00068935682733411118 -0.00076337407990776773 0.00071468296369295195 -0.00018079203536500751 -0.00050888829890232356 0.00091861312966949919 -0.00011206586690858595 1.4704980941478868e-05 -0.00082055223691655571
leaf_weight=0.0012788103559602934 0.0010342515427325108 0.0011059297117314145 0.0016626770758225709 0.0015623779133378986 0.001423516753824349 0.0017466626487936477 0.0011242599388221483 0.0014039323229511069 0.0014414181105886223 0.0011184655370088947 0.0010154092954789487 0.0011256098761323746 0.0016304680164149279 0.0017912437325267039 0.0018125193921368458 0.0016101665005024525 0.001161943156931417 0.0014902091317427757 0.0015165950939117732 0.001020064964905032 0.0012594149885436778 0.0011782340625288157
leaf_count=578 126 312 66 239 123 370 71 27 214 48 188 238 132 263 132 63 95 244 96 12 224 49
internal_value=0 2.09232e-05 6.31604e-05 9.57323e-05 0.000138998 0.000178904 0.000299792 0.000220472 7.8824e-05 0.000190191 0.000376611 -9.79546e-06 0.000671029 0.000167862 0.000216788 -6.80377e-05 0.000596724 -1.34338e-05 0.000188171 0.000504147 -0.000446966 -0.000378309
internal_weight=0 0.0304799 0.0292011 0.0280952 0.0264325 0.025009 0.0152435 0.0141192 0.0107421 0.00930067 0.00700397 0.00976552 0.00337713 0.00694372 0.00598856 0.00342269 0.00256588 0.00515248 0.00366227 0.00253666 0.00282179 0.0022967
internal_count=3910 3784 3206 2894 2828 2705 1389 1318 816 602 505 1316 502 853 317 195 122 590 346 108 463 97
is_linear=0
shrinkage=0.00177594


Tree=2188
num_leaves=23
num_cat=0
split_feature=14 1213 403 1 0 124 40 48 50 158 1 52 52 13 12 0 4 0 1 15 2 2
split_gain=0.000462529 0.000402689 0.000254675 0.000300981 0.000282383 0.000203844 0.000316076 0.000234466 0.000356063 0.000376516 0.000306724 0.000221634 0.000211406 0.000526624 0.00027665 0.000380582 0.000238078 0.000230334 0.000246375 0.000242189 0.000204437 8.65686e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.18055000000000002 -0.048219999999999992 -0.062739999999999976 0.12649500000000002 0.082310000000000008 0.087355000000000016 0.11198000000000001 -0.27466499999999994 0.11401500000000002 -0.091849999999999987 0.085945000000000008 -0.070894999999999986 -0.017449999999999997 -0.230625 0.092550000000000007 -0.096369999999999983 0.094195000000000015 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 9 10 12 -12 13 20 16 -16 -15 -18 19 -19 -8 -13
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 11 21 -14 14 15 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00081903595353342113 -0.00094233277616824593 0.00046822138074193917 8.2806587425189837e-05 0.00098518737731274702 0.00075287770767751923 -0.00077623839167838119 0.00032244515646802087 -0.00059439747680911181 -0.00064179158256925332 -0.00074400835567828836 -2.5845559657064484e-05 0.00053716059888942944 -0.00047314038967008053 0.00061585862253017069 -0.0010315713408373612 7.6742959243931958e-05 0.00050811251877019598 0.0005028086148579819 -0.00067112916232774068 -0.00043604818831007356 0.0012459232694909267 0.0011056970356281694
leaf_weight=0.0011482942135057897 0.0010861992671173234 0.0016621777014305074 0.0019647965909605483 0.0013060299277153353 0.0010394336424245634 0.0012371134402681455 0.0010317043682608303 0.0013934312243522031 0.001559848721209958 0.0010897755689605248 0.0010389593548794096 0.0013084341795772661 0.0015132002168384293 0.0015611961677499675 0.0012299807148964323 0.0014132113319821407 0.0012552569812234182 0.0013056731207013172 0.0015036283209770018 0.0010539422295630131 0.001003937308198033 0.0010051523262264855
leaf_count=576 135 277 177 77 35 129 55 91 507 201 41 52 237 160 503 212 57 50 30 148 34 126
internal_value=0 2.62332e-05 6.15581e-05 0.000443124 9.99926e-06 -2.3332e-05 -6.13264e-05 -1.76884e-05 2.48892e-05 8.49514e-05 0.000140632 0.000533141 3.84001e-05 0.000106548 -4.00376e-05 -0.000438999 0.000117834 -3.40691e-05 -0.000210236 8.34603e-05 0.000777886 0.000784165
internal_weight=0 0.0286252 0.0274769 0.00327083 0.0242061 0.0231666 0.0215044 0.0202673 0.0188739 0.0173141 0.0162243 0.00335255 0.0128717 0.0113585 0.00932289 0.00264319 0.0066797 0.0051185 0.00386324 0.00235962 0.00203564 0.00231359
internal_count=3910 3775 3199 254 2945 2910 2633 2504 2413 1906 1705 219 1486 1249 1160 715 445 285 228 198 89 178
is_linear=0
shrinkage=0.00145689


Tree=2189
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 403 1 3 133 13 39 4 0 457 42 0 2 0 1 13 2 2 42
split_gain=0.000478358 0.000446883 0.000298333 0.000192816 0.000192315 0.00029684 0.000194075 0.000201524 0.000181642 0.000276553 0.000306062 0.000171507 0.000222028 0.000223905 0.00044622 0.000234347 0.000212722 0.000213549 0.000149974 0.000124353 0.000118395 0.0001047
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.03138500000000001 1.0000000180025095e-35 -0.15653499999999998 0.10599500000000002 -0.091229999999999992 0.005105000000000001 0.074650000000000008 -0.053834999999999994 -0.066264999999999991 0.088235000000000022 -0.10131499999999999 0.11230000000000001 -0.230625 0.092730000000000021 -0.49820499999999995 0.086365000000000011 0.097940000000000013 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 8 18 11 -11 12 -10 14 15 16 -14 19 -8 -18 -20 -15
right_child=-2 2 3 -5 5 -7 7 -9 9 10 -12 -13 13 21 -16 -17 17 -19 20 -21 -22 -23
leaf_value=-0.00092012977501226736 -0.0010533152311889386 -0.00076909927108745433 0.00072372687124228801 -0.00050923825435694725 0.00012337032649609679 0.0011540363122970493 -0.00011019734085037641 -0.00062982055445707553 -0.00071153660712935918 0.0011303221960159322 -5.0944364599451005e-05 -0.00054805414387645976 0.00088901626891444287 0.00085838345002402141 -0.00075093373753150306 -0.00039288442539819489 0.00083266136718977875 -0.00034613913966464874 0.00024371826706628564 7.8837364795192444e-05 0.00090836097571447318 0.00016600800690246906
leaf_weight=0.0011969034754348842 0.0010677142633158518 0.0010251071220268642 0.0010942641794573034 0.0012348931519792208 0.0018785754860536899 0.0011029380664486221 0.00106292007971584 0.0010529760135995899 0.0010312581780266205 0.0010605512315638305 0.0011231130919632281 0.001716422818629282 0.001174670236584241 0.0010667625675357959 0.0018262892703919814 0.0015894312267876742 0.0010200235735862116 0.0014741462468350619 0.0012786196008731905 0.0011666878833103134 0.0013922880031939505 0.0011065725028940321
leaf_count=576 135 310 108 123 164 71 65 407 168 151 147 173 47 134 578 65 19 29 127 40 137 136
internal_value=0 2.23994e-05 6.50044e-05 9.8597e-05 0.00012959 0.00050464 7.69361e-05 4.17989e-05 7.88449e-05 2.99155e-06 0.000522767 -8.31755e-05 -1.3523e-05 5.55284e-05 -6.30851e-05 0.000132435 0.000305107 0.000117746 0.000390803 0.00043047 0.000590183 0.000505854
internal_weight=0 0.0276754 0.0264785 0.0254534 0.0242185 0.00298151 0.021237 0.0201427 0.0190898 0.0153559 0.00218366 0.0131723 0.0114558 0.0104246 0.00825125 0.00642496 0.00483553 0.00366086 0.00373383 0.00218671 0.00267091 0.00217334
internal_count=3910 3775 3199 2889 2766 235 2531 2423 2016 1687 298 1389 1216 1048 778 200 135 88 329 59 264 270
is_linear=0
shrinkage=0.00157699


Tree=2190
num_leaves=16
num_cat=0
split_feature=1 0 15 47 1374 11 3 15 42 160 4 133 47 12 0
split_gain=6.86106e-05 0.00014475 0.000109686 0.000122823 0.000160049 0.000117876 0.000213477 0.00010245 0.000116576 9.64478e-05 0.000114875 7.94027e-05 7.07456e-05 0.000103734 6.61792e-05
threshold=0.076710000000000014 -0.087614999999999985 0.079360000000000014 0.087850000000000025 -0.095439999999999983 0.080455000000000013 -0.015064999999999997 0.088190000000000004 0.084100000000000022 -1.0000000180025095e-35 0.0066400000000000009 0.085515000000000022 0.10783500000000001 1.0000000180025095e-35 0.14676000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 6 -6 8 14 -8 -11 -1 -5 -14 -3
right_child=2 7 -4 12 5 -7 9 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0037669603416596443 -0.0015714923037133501 -0.0007246865820365407 -0.0014602641127824311 -0.001651465330226864 0.0048345713583930246 -0.00069977222483264369 -9.5407381926577092e-05 0.0020168856796775273 -0.0025663659790461191 0.00045926111339291521 0.0041012077410294044 -0.00072767376846836172 0.002029931367067334 -0.0011778202677270953 0.0018748096060223025
leaf_weight=0.0011706482896193951 0.0011302760304285897 0.0014155087073509601 0.0019246604984727083 0.0018629162822554057 0.0013788036146423297 0.0011061156153673313 0.0018745930941089792 0.0012838309328770461 0.0012401685544405038 0.0010448822338438237 0.0011365550708490589 0.001003471298776858 0.0012344537360449107 0.0013021135870938672 0.0010893609068656218
leaf_count=404 36 485 496 157 309 167 186 443 414 160 174 226 94 123 36
internal_value=0 -0.000654843 0.000297462 0.00057773 0.00118338 0.00165942 0.00213957 8.41458e-05 -0.000578414 0.00122343 0.00235676 -0.00236417 -0.000478315 0.000383274 0.000405827
internal_weight=0 0.00720299 0.0139954 0.0120707 0.00767123 0.00654095 0.00543483 0.00502887 0.00374504 0.00405603 0.00218144 0.00217412 0.00439948 0.00253657 0.00250487
internal_count=3910 2008 1902 1406 1032 996 829 1378 935 520 334 630 374 217 521
is_linear=0
shrinkage=0.00792826


Tree=2191
num_leaves=16
num_cat=0
split_feature=403 475 15 15 151 12 43 49 42 3 1 2 4 12 43
split_gain=6.89459e-05 9.04005e-05 9.13119e-05 0.000154392 0.0001523 0.000104507 0.000204557 0.000201291 0.000155709 0.000175079 0.000160946 0.000216419 0.000106694 8.35978e-05 8.85094e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 -0.11739999999999999 -0.076429999999999984 0.088325000000000015 -0.0012249999999999997 -0.07107999999999999 0.084100000000000022 0.10856000000000002 0.095575000000000007 0.086545000000000025 -0.076854999999999993 0.092365000000000017 -0.15648499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 13 -6 9 10 11 -9 -8 -7 -15
right_child=1 2 3 4 5 6 12 8 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.0020179699463845576 -0.0016753640157385452 0.0023433615119838967 -0.0024490405660743402 0.0024805605211895799 -0.0036458996747135955 0.0040963629872633328 -0.0028573199291198051 -0.0014157899461017228 -0.0030033695474528418 -0.0021133136906951438 0.0041084720555744835 0.0027329811608032394 0.00086865716404655163 0.0029894649891122455 -0.00043596662246602049
leaf_weight=0.0011172510372949888 0.0017998141777015855 0.0013300196114504849 0.0014767082272304213 0.0019765082838787843 0.0012217652061614626 0.0010997313855794621 0.0010866638482607271 0.0019299172537114474 0.0010100012035226119 0.0013413644295877103 0.0010507346465363707 0.0015366429785002439 0.0010078969855708024 0.0010272703534703175 0.0010256679337639404
leaf_count=930 589 254 224 283 105 179 120 165 234 77 56 107 222 81 284
internal_value=0 8.77787e-05 0.000262899 9.81033e-05 0.000343718 2.70595e-05 0.000933693 -0.000560958 -1.22233e-05 0.000503434 0.00128045 0.000423261 -0.00106439 0.00226117 0.00127809
internal_weight=0 0.0199207 0.0181209 0.0167909 0.0153142 0.0133377 0.00524723 0.00809043 0.00686866 0.00585866 0.00451729 0.00346656 0.00209456 0.00315267 0.00205294
internal_count=3910 2980 2391 2137 1913 1630 886 744 639 405 328 272 342 544 365
is_linear=0
shrinkage=0.00824856


Tree=2192
num_leaves=17
num_cat=0
split_feature=484 52 15 11 3 2 39 457 156 3 43 15 13 0 1 43
split_gain=6.86546e-05 8.47661e-05 0.000114731 8.95239e-05 0.000100261 0.000113931 0.000109918 0.000126022 9.82094e-05 0.00012917 0.000199588 0.00016181 0.000116967 0.000362252 0.000132091 5.81952e-06
threshold=-0.0043499999999999988 0.18936500000000003 -0.26361999999999991 0.077330000000000024 -0.10315499999999998 0.091525000000000009 0.097470000000000015 -0.0034949999999999994 0.084090000000000012 -0.078884999999999997 -0.074254999999999988 0.088190000000000004 -0.094679999999999986 -0.10071499999999999 0.092730000000000021 0.14198000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -6 9 11 -11 -9 15 14 -14 -12
right_child=1 -3 3 -5 6 -7 -8 8 -10 10 12 -13 13 -15 -16 -17
leaf_value=-0.001754342845656201 0.0029146101593414213 -0.0020322148597349318 -0.00010267644486448176 -0.0020985393789265025 -0.0023331015807287387 0.0036063218256963863 -0.0024735107564614507 -0.0024515616898311203 -0.0019341681065780578 0.0040896306104314366 0.0027153347157031467 0.0015916830876328862 0.0029045558927302444 -0.0040262200050107276 -0.0006055283556628139 0.0018273965339375225
leaf_weight=0.0014476789465792906 0.0010344554391126829 0.0011825803221795972 0.0010660902718507585 0.0011880104245991915 0.0012037492221762544 0.0011952492997068798 0.0011364602021615997 0.0016492388360121492 0.0010469026220532524 0.0013987461684180358 0.0010047518145546719 0.0011382190330904429 0.0016809092146636839 0.0011769512175319394 0.0012886979842696711 0.0010040555710055798
leaf_count=612 267 353 106 200 153 74 102 668 277 172 85 335 61 342 73 30
internal_value=0 0.000107782 0.000246737 8.60788e-05 0.000248389 0.00185774 -1.66979e-05 0.000205032 0.00047331 0.000717025 0.00127701 -0.00080056 0.000637871 -0.000153552 0.00138131 0.00227152
internal_weight=0 0.0193951 0.0182125 0.017178 0.01599 0.00226134 0.0137287 0.0125922 0.0113885 0.0103416 0.00755411 0.00278746 0.00615537 0.00414656 0.00296961 0.00200881
internal_count=3910 3298 2945 2678 2478 180 2298 2196 2043 1766 763 1003 591 476 134 115
is_linear=0
shrinkage=0.00824856


Tree=2193
num_leaves=15
num_cat=0
split_feature=1 0 15 52 52 14 47 48 16 15 1 16 16 133
split_gain=6.82137e-05 0.000118069 0.000112968 0.000104736 0.000171475 0.000124922 0.000148474 0.000192329 0.000215563 0.000181546 9.38202e-05 7.96611e-05 0.000186357 6.43681e-05
threshold=1.0000000180025095e-35 -0.087614999999999985 0.079360000000000014 -0.27466499999999994 -0.091329999999999981 -0.13131999999999996 0.09252500000000001 0.084500000000000006 -0.094359999999999986 -0.033649999999999992 0.11561500000000001 -0.083144999999999983 0.18936500000000003 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -2 -5 -6 7 9 -9 -7 -8 -3 -13 -1
right_child=2 11 -4 4 5 6 10 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0032734086622413353 -0.0014727747057768569 0.0012500454948503959 -0.0013507208458120358 0.0033348019001816207 -0.0015760374581274836 0.0051175912573968472 -0.0017309029246510247 -0.0019168707563981175 0.0021077634602067927 0.0012718743470432261 0.00096752062374893004 -0.002527785865564782 0.00097254744701428977 -0.00073372130232345729
leaf_weight=0.0010583477821078527 0.0012003350923089915 0.0017291908270214143 0.0018952950948714692 0.0011890473813693106 0.0013556470502433015 0.0010838493513696066 0.0015663822371708713 0.0013373683571860084 0.0014094782907790523 0.0015215882622794975 0.0011538005807328767 0.0014763155013941065 0.0016731741518613563 0.001001590722128555
leaf_count=390 186 330 508 173 126 276 126 55 156 207 105 818 227 227
internal_value=0 -0.000596991 0.000276761 0.000537778 0.000765083 0.000440997 0.000779727 0.001474 0.000148273 0.00287167 -0.000586332 1.16833e-05 -0.000668225 -0.00203855
internal_weight=0 0.00693862 0.0137128 0.0118175 0.0106172 0.00942811 0.00807247 0.00535228 0.00274685 0.00260544 0.00272018 0.00487868 0.00314949 0.00205994
internal_count=3910 1992 1918 1410 1224 1051 925 694 211 483 231 1375 1045 617
is_linear=0
shrinkage=0.00718087


Tree=2194
num_leaves=26
num_cat=0
split_feature=14 1456 1213 403 12 0 12 453 0 1375 151 16 47 52 13 2 159 48 1 12 1 3 133 1 150
split_gain=0.000521038 0.000391328 0.000406946 0.000236618 0.000342476 0.000230113 0.00025314 0.00020505 0.000251997 0.000313153 0.000308079 0.000346926 0.00028992 0.00045219 0.000552056 0.000433533 0.000382797 0.000190142 0.000317046 0.000183039 0.000146973 0.000115408 9.37253e-05 3.36142e-05 4.92844e-06
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 0.086865000000000012 0.18055000000000002 0.11655500000000001 1.0000000180025095e-35 -0.230625 -1.0000000180025095e-35 -0.044604999999999992 -0.15168999999999996 0.09550500000000002 0.10218500000000001 -0.073799999999999991 0.097940000000000013 0.073745000000000019 0.085575000000000012 0.076710000000000014 0.086935000000000012 0.095575000000000007 0.099570000000000006 -0.088354999999999989 0.082295000000000021 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 24 -10 19 17 13 14 15 -13 20 18 -12 -11 23 -14 -6 -16 -4
right_child=-2 2 3 4 22 -7 -8 -9 9 10 11 12 21 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00089590150163217465 -0.0010793543233968998 -0.00081471546750111088 0.00052426558444017453 -0.00024914840357727114 0.0011170218008806911 0.0007452934216876587 -0.00067779761562157591 -0.00057519839119984635 -0.0006708587690592028 0.00086141440782669355 8.9900970593367915e-05 -0.0002096359311308033 0.00056344193791079767 -0.0012635099886486203 -0.00081204013367912288 0.0011437905291434827 0.00033204563188631925 -0.00021305133278007261 0.0010395726508841182 3.9338944974953629e-05 -0.0003304174332127478 -0.0001064228610990501 0.00049661319781174867 -0.0012109696594397705 0.0006774733207932425
leaf_weight=0.0010783767948645334 0.0010701786625178919 0.0012374762652710833 0.0010065900565336882 0.001073330052112186 0.0011627581921003216 0.0010515817881934222 0.0012262014330170759 0.0012079811207339466 0.001430722952836124 0.0017345025440786274 0.0018068203512500063 0.0011622516295197987 0.0014825705036765058 0.0010436928792698225 0.0010085536539882426 0.001102252854025057 0.0010150240653403614 0.0010824335266666901 0.0015708352208864372 0.0010329573177112195 0.0012103944222622287 0.0010503102901538997 0.0011654263387774755 0.0010109567615694814 0.0010009627207487881
leaf_count=349 126 541 45 103 68 33 128 88 136 254 79 252 91 271 334 100 119 56 161 113 166 32 74 157 34
internal_value=0 1.85308e-05 5.26796e-05 9.15152e-05 0.00047337 3.79256e-05 5.84351e-06 4.4017e-05 8.0062e-05 2.43054e-05 8.1751e-05 -8.20572e-06 -0.000166982 -0.000318775 -0.0001673 0.000449148 -0.000496151 0.000350849 0.000531562 0.000554574 -0.000756418 0.000285669 0.000806462 -0.00101174 0.000600655
internal_weight=0 0.029955 0.0288766 0.0276391 0.00340151 0.0242376 0.023186 0.0219598 0.0207518 0.0187443 0.0173136 0.0145461 0.010086 0.00755313 0.00650943 0.0022645 0.00424493 0.00446009 0.00337766 0.00276746 0.0032299 0.00253288 0.00232818 0.00201951 0.00200755
internal_count=3910 3784 3435 2894 245 2649 2616 2488 2400 2321 2185 1818 1522 1399 1128 352 776 296 240 367 657 123 142 491 79
is_linear=0
shrinkage=0.00154607


Tree=2195
num_leaves=15
num_cat=0
split_feature=158 50 48 4 40 47 3 2 403 16 2 3 16 4
split_gain=6.97938e-05 0.000147459 0.000104423 0.000155605 0.000106755 0.000221877 0.000178983 0.000148435 0.0001542 0.000210119 0.000186609 0.000124627 0.0001068 7.66457e-05
threshold=0.087355000000000016 0.10119500000000002 0.11930500000000001 0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.097135000000000013 0.03138500000000001 -0.11180499999999999 0.086650000000000019 -0.088694999999999982 -0.014099999999999998 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 13 -9 -12 -11
right_child=-2 -3 -4 -5 5 -7 -8 11 -10 10 12 -13 -14 -15
leaf_value=-0.0016463409515660337 -0.0018660791561968015 -0.0026515612452300353 -0.0019758185429637402 0.0025788674071076435 0.0020462091964020546 0.0029011870988692227 0.0022660228455386061 -0.00015468171857564765 0.0021725994095417758 -0.0013786543337201724 -0.0013651182171166567 -0.0037139761419943385 0.0018934992741120092 -0.0040421757500326335
leaf_weight=0.0016975154991159614 0.0011211105838036728 0.0010770536033842251 0.0011484345572071305 0.0017105049729925657 0.0015230680703141727 0.0017664352688382826 0.0017475814021948874 0.0010572401390741212 0.0016778132243337185 0.0013266341128671116 0.0011095531161111026 0.0012428020762554207 0.0012332352534721175 0.0011902740768422156
leaf_count=225 388 449 111 323 119 176 120 155 258 622 291 299 280 94
internal_value=0 8.91409e-05 0.000249299 0.000397158 0.000157511 0.000378206 1.01345e-05 -0.000370378 0.000116856 -0.00042353 -0.00119757 -0.00207791 0.000350206 -0.00263826
internal_weight=0 0.0195081 0.0184311 0.0172827 0.0155722 0.0138746 0.0121082 0.0103606 0.00806058 0.00638276 0.0048597 0.00230004 0.00234279 0.00251691
internal_count=3910 3522 3073 2962 2639 2414 2238 2118 1664 1406 1287 454 571 716
is_linear=0
shrinkage=0.0076204


Tree=2196
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 124 13 1 132 0 0 13 457 43 0 2 0 150 15 52 43 16
split_gain=0.000581999 0.000356186 0.000247287 0.000202973 0.000217181 0.000232417 0.000288085 0.000283434 0.000244967 0.000290852 0.00035839 0.000274881 0.00018444 0.000209317 0.000245193 0.000270255 0.000286349 0.000196023 0.000175884 0.000169351 0.000143476
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.048219999999999992 -0.094679999999999986 0.10752500000000002 0.079995000000000011 -0.053834999999999994 -0.017269999999999997 0.10924000000000002 -0.066264999999999991 0.0041500000000000009 -0.074249999999999997 0.11230000000000001 -0.230625 0.087235000000000021 -0.10312999999999999 0.083750000000000005 -0.08768999999999999 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 18 8 11 -10 -11 -7 13 14 15 -13 17 -17 -6 -19 -21
right_child=-2 2 3 -5 5 7 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 19 -20 20 -22
leaf_value=-0.00083005249448562439 -0.0011567514944946222 -0.0006860194917749728 0.00062010931604393222 -0.00052142492562065905 0.00046275487264257323 -0.00067631171171717312 0.0010489168764662145 0.0006589531319515186 -0.00093349762724110187 -0.00072882561916504237 0.00049678342893104117 0.00087801371148809953 -0.00052639139080961825 0.00073736372810800791 -0.00042920867298430185 -0.00036084963700599477 -0.00056116066177836041 -0.00017315822858020674 -0.0002550273542418732 0.0008452063114365322 0.00022975559398431193
leaf_weight=0.001127830057045017 0.0010383537035088116 0.0010321336057562058 0.0018865700202771582 0.0012553392926575304 0.0019244194753990007 0.001165418149238818 0.0011732395395246398 0.0014378417935397248 0.0014949044406582616 0.0010414545393704474 0.0012606358032436482 0.0012033513813878259 0.0010040034190405564 0.0013462372461225921 0.0017981141439181872 0.0010735980681240657 0.0013294666124621934 0.0010560269820153864 0.0014167676924229378 0.0017702831927467726 0.0018532803664698819
leaf_count=578 126 312 297 123 99 178 155 204 121 137 40 47 270 197 93 81 107 174 65 188 318
internal_value=0 2.15235e-05 5.6419e-05 8.53457e-05 0.000115529 7.476e-05 0.000389828 -7.5797e-07 -5.5283e-05 -0.000402493 -5.76762e-05 4.16565e-05 0.000108949 0.000164755 8.83109e-05 0.000200616 8.55251e-05 0.000234963 0.000158393 0.000371656 0.000530433
internal_weight=0 0.0286509 0.0275231 0.026491 0.0252356 0.023349 0.00451443 0.0188346 0.0173968 0.00379699 0.00230209 0.0135998 0.0124344 0.0114304 0.0100841 0.00828601 0.00708266 0.00575319 0.00334119 0.00467959 0.00362356
internal_count=3910 3784 3206 2894 2771 2474 319 2155 1951 298 177 1653 1475 1205 1008 915 868 761 164 680 506
is_linear=0
shrinkage=0.00154607


Tree=2197
num_leaves=17
num_cat=0
split_feature=124 158 14 124 4 48 3 3 0 150 0 2 2 4 42 0
split_gain=6.68875e-05 9.72008e-05 0.00010164 0.000115495 0.000188992 0.000139715 0.000205348 0.000137201 0.000205301 0.000180099 0.000207692 0.000147035 0.000121032 0.000119016 9.55085e-05 7.09545e-05
threshold=0.0049200000000000008 0.087355000000000016 -0.13131999999999996 -0.048219999999999992 -0.49837999999999999 0.12675000000000003 0.10420500000000001 -0.100615 -0.060094999999999989 0.086765000000000023 -0.081964999999999996 0.091025000000000009 0.084380000000000024 0.05309500000000001 0.083815000000000014 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 -6 10 11 14 -12 -8 15 -9
right_child=-2 -3 3 4 5 -7 13 9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0018107183805728332 0.001751085377283993 -0.0022004063355982231 0.0023812749443073962 -0.0029432877911473631 -0.00028036296096853829 -0.0022768442366206346 0.003727148340456247 -0.0019629924917259718 0.0035846654718355879 -0.0025628469728926494 3.9341737449532858e-05 0.0030185442477130278 -0.0032843516534423163 0.00050393552965781268 0.001558237673315554 0.00044767929741931355
leaf_weight=0.0014035485382329028 0.0010097980531234519 0.0010408011302024704 0.0010864384588369766 0.0010069305611037039 0.0015865728564421616 0.0010442717281601297 0.0012938500880098633 0.0011442354181601111 0.0011935647928175341 0.0015865509079591583 0.0010016261466834842 0.001171983708201537 0.0011859809489845555 0.0010117880691415393 0.0015285283667033911 0.0012844287727744102
leaf_count=145 91 375 236 150 238 102 92 66 122 193 341 207 582 95 496 379
internal_value=0 -0.000106962 1.06221e-05 0.000159882 9.4233e-06 0.000207195 0.000392626 1.37148e-05 0.00137897 -0.000412596 5.36587e-05 0.000828278 -0.00176255 0.0023127 0.000179596 -0.000688079
internal_weight=0 0.0195711 0.0185303 0.0171268 0.0160403 0.0150334 0.0139891 0.0116835 0.00278014 0.00890333 0.00731678 0.00512918 0.00218761 0.00230564 0.00395719 0.00242866
internal_count=3910 3819 3444 3299 3063 2913 2811 2624 360 2264 2071 1148 923 187 941 445
is_linear=0
shrinkage=0.00704007


Tree=2198
num_leaves=16
num_cat=0
split_feature=1 150 151 4 12 12 4 12 16 157 16 0 1 15 4
split_gain=6.86973e-05 0.000119586 0.000122333 0.000105748 9.71454e-05 0.000125932 9.26429e-05 8.30691e-05 0.00014265 0.000171433 0.00012717 0.00011981 9.99488e-05 6.91763e-05 3.78418e-05
threshold=0.085835000000000009 0.077110000000000012 -0.024429999999999997 -0.15333499999999997 0.083175000000000013 0.091555000000000011 -0.49837999999999999 -1.0000000180025095e-35 -0.055679999999999993 -0.070269999999999985 -0.30307999999999996 -0.084304999999999977 0.094890000000000016 0.088190000000000004 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 6 -5 13 -1 11 10 -10 -9 -2 -12 -6 -11
right_child=1 2 -4 4 5 -7 -8 8 9 14 12 -13 -14 -15 -16
leaf_value=-0.00089855465815271156 -0.00051550687606820387 0.0034850536061216859 0.00037555857361015201 -0.0028263122307222266 -0.00057230189459948465 -0.0024857884725798373 0.0018435734646188946 -0.0014022835161900467 0.0008639244235923195 -0.001839895715919699 -0.00011783420211455312 0.0030503473909797214 0.0025962160221246556 0.0017937289923218764 -0.0038096911179488612
leaf_weight=0.0011672174417658721 0.0010191703295329814 0.001158131194031721 0.0016398620623309596 0.0013476734260820782 0.0018216827250078348 0.0012654333531361278 0.0015240279412918056 0.001364333972734888 0.0010071479439046635 0.0010582492405334428 0.0013870258500451316 0.0010029527714197489 0.0015319340601318288 0.0010422100926195665 0.0010348930429024961
leaf_count=75 158 225 124 228 943 658 91 135 139 317 246 159 132 205 75
internal_value=0 0.000333259 0.00166263 -0.000534608 -0.0011188 -0.000561523 0.000654288 -6.21981e-05 -0.000422421 -0.00161907 0.000443726 0.00125312 0.00130656 0.000288729 -0.0028138
internal_weight=0 0.0122037 0.00279799 0.00816824 0.005477 0.00412933 0.00269125 0.00940571 0.00738358 0.00310029 0.00428329 0.00202212 0.00291896 0.00286389 0.00209314
internal_count=3910 1710 349 2200 2034 1806 166 1361 1044 531 513 317 378 1148 392
is_linear=0
shrinkage=0.00732449


Tree=2199
num_leaves=16
num_cat=0
split_feature=4 15 48 151 51 1 13 13 2 12 12 16 4 403 3
split_gain=7.18753e-05 9.63154e-05 0.000123558 0.000121517 0.000130155 0.000237344 0.00010882 0.00017464 0.000276564 0.000126982 9.73481e-05 0.000189026 8.56848e-05 9.02775e-05 8.11311e-05
threshold=0.27608500000000008 -0.11739999999999999 0.016865000000000002 -0.080624999999999988 0.094915000000000013 0.086430000000000021 -0.016579999999999998 -0.094679999999999986 0.084065000000000015 0.088325000000000015 -1.0000000180025095e-35 0.10994000000000002 0.05309500000000001 0.03138500000000001 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 9 -9 -3 -8 12 13 -12 -2
right_child=14 2 3 4 -6 -7 10 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0022748002299230502 0.0025824829502493988 -0.0018871064208446536 0.0029055657565673072 0.0016443154942848873 0.0023615858985290791 -0.0035778754052454777 0.0022734607697703049 -0.0002035878390338031 -0.0052785043123152213 0.0016504569346024441 -0.0014275263005936682 -0.0028480091013656449 0.0019509024343871417 0.0015225175930479349 -0.00021988618979015289
leaf_weight=0.0012427326274113614 0.0012838176358898482 0.0010630933501729594 0.0014534736746424151 0.001063624844871768 0.0011006525862337496 0.0010398830746591314 0.001133800346214596 0.0013071356827295683 0.0012880972029436638 0.001448090366032273 0.0016496684814664483 0.0012792399955791969 0.0016427865012129221 0.0010107038945887936 0.0012147133601894868
leaf_count=275 286 134 145 117 134 94 90 496 891 86 557 246 60 144 155
internal_value=0 -0.000188146 -3.0797e-05 0.00104148 0.000195885 -0.000937309 -0.000453229 -0.00130845 -0.00272243 0.000152852 0.000197009 -0.000224724 0.000555124 -0.000306773 0.00122005
internal_weight=0 0.017723 0.0164803 0.00465763 0.00320416 0.00210351 0.0118226 0.00510642 0.00259523 0.00251118 0.0067162 0.0055824 0.00430316 0.00266037 0.00249853
internal_count=3910 3469 3194 490 345 211 2704 1607 1387 220 1097 1007 761 701 441
is_linear=0
shrinkage=0.00777281


Tree=2200
num_leaves=26
num_cat=0
split_feature=14 51 1 47 50 128 39 123 4 15 52 1 1 160 4 130 3 3 13 48 13 43 0 16 3
split_gain=0.000665279 0.000479775 0.000352992 0.0004718 0.000411509 0.000431823 0.000280536 0.00034811 0.000172699 0.000384173 0.000228366 0.000266669 0.000245448 0.000256001 0.00020746 0.00021875 0.00034856 0.00030004 0.000311392 0.000291899 0.000221847 0.000185507 0.000160717 0.000159046 0.000108706
threshold=0.077685000000000018 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10625000000000001 0.086435000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.40359500000000004 -0.14676499999999995 -0.11271999999999999 0.10080500000000002 0.092550000000000007 0.099550000000000013 0.018480000000000003 -1.0000000180025095e-35 -0.088024999999999978 0.084925000000000014 -0.083514999999999992 0.084500000000000006 0.019675000000000002 -0.074904999999999985 -0.14867499999999997 -0.057604999999999996 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -8 21 12 13 14 15 -12 20 18 -18 -19 -17 -11 -13 -16 -10
right_child=-2 2 -4 -5 -6 -7 7 -9 24 10 11 22 -14 -15 23 16 17 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00098841657983611423 -0.001248450377804077 -0.00061524268299954798 0.00084397154190546386 -0.0010003147074408071 -0.00086386290327205553 -0.00089766253559520743 -0.00081340908119345546 0.0010760127265704274 0.00092516971185583631 9.6443093204067766e-05 -0.00043237593974597692 0.00020899016176971296 -0.00048084164202798636 -0.00051386039917590283 0.00034713588764020731 0.00023286974720062206 0.00013326515661492497 0.00088011697307960172 -0.0010342565308309752 -0.0001627409301475938 0.0011407055461446463 -0.00079385908747908827 0.0010050520938384639 0.0011430130314160885 0.0002079512793510864
leaf_weight=0.0011079685763666349 0.001047300491742619 0.0011247921307775402 0.0013913550347345203 0.0010629609106495011 0.0011213357926486657 0.00101110466031988 0.0010739893616798423 0.0010554811979736371 0.0010889262804644117 0.0012930952466761042 0.00131735167249425 0.0010595701002671376 0.0014453933347907686 0.0011228892511512276 0.0015520648601727305 0.0012470746976479463 0.0012347348124828973 0.0013759150223968675 0.001052268616216709 0.0012963688245690719 0.0014451533393105009 0.0010584264027821517 0.001558223638750105 0.0010447661288883964 0.0010157771552110617
leaf_count=138 126 64 155 98 362 188 133 226 109 192 186 18 110 106 138 156 401 40 438 26 73 215 132 34 46
internal_value=0 3.00686e-05 6.8915e-05 2.99248e-05 7.11023e-05 0.000112259 0.000154003 0.000191078 0.000149159 0.00010432 0.000155915 0.000220515 0.000134886 0.000205026 0.000274821 0.000161172 0.000263363 1.53702e-05 -0.000403921 0.000374209 0.000720184 -0.000304284 0.000682841 0.000667336 0.000579024
internal_weight=0 0.030157 0.029049 0.0276577 0.0265947 0.0254734 0.0244623 0.0233375 0.022282 0.0201773 0.0191033 0.0167518 0.014134 0.0126886 0.0115657 0.00896887 0.00765152 0.00495929 0.002287 0.00267228 0.00269223 0.00235152 0.00261779 0.00259683 0.0021047
internal_count=3910 3784 3646 3491 3393 3031 2843 2779 2553 2398 2265 1858 1708 1598 1492 1320 1134 905 839 66 229 407 150 172 155
is_linear=0
shrinkage=0.00157699


Tree=2201
num_leaves=22
num_cat=0
split_feature=14 1213 403 0 1 4 42 1 16 47 47 1 2 52 2 2 52 2 47 52 1
split_gain=0.000429415 0.000369698 0.0001866 0.000243659 0.000242539 0.000222259 0.000278604 0.000304229 0.000244455 0.000214645 0.000268707 0.000257284 0.000348304 0.000255019 0.000147173 0.000178695 0.000143922 0.000137801 0.000124382 6.91846e-05 4.19569e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.03138500000000001 0.18055000000000002 1.0000000180025095e-35 -0.23071499999999998 -1.0000000180025095e-35 0.11507500000000002 0.15737500000000001 0.087850000000000025 0.09550500000000002 0.11797500000000001 0.11835000000000002 -0.0066199999999999991 0.087005000000000013 0.092175000000000021 0.10218500000000001 0.086875000000000022 0.10887000000000001 -0.081429999999999989 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 8 7 -7 -3 11 -11 12 13 14 -8 -16 17 -15 -12 -17 -19
right_child=-2 2 4 -5 -6 6 9 -9 -10 10 18 -13 -14 16 15 19 -18 20 -20 -21 -22
leaf_value=-0.00084446772972452278 -0.0010112980754365638 -1.3494650299495263e-05 7.8974236886936939e-05 0.0007718288697663926 0.0010091855335007101 -0.0010921400801348843 0.00033821766354285286 3.9007680870796207e-05 -0.0009750695293722965 -0.00081624095744979076 0.00044125622798273719 0.00083887788066535122 -0.0007525586386920918 0.00026113205407509718 -0.00067585519604311029 0.00034311500383472329 4.555107280675969e-05 0.00068960713072207798 -0.00021261247352724572 -0.00020194042281671313 0.0011405163470112108
leaf_weight=0.0011739659964608703 0.001040508927994759 0.0014464493285846159 0.001830366477543143 0.0010042569326161694 0.0011258150388975263 0.001070598431754311 0.0019437641785681843 0.0013208388126722259 0.0012054117815109011 0.0012420711133425679 0.0012295633807402062 0.0014367679426749479 0.0010115498671254561 0.0013031900912761985 0.0012707328941302803 0.0011143436948568564 0.0013081387487970803 0.0010185387554813505 0.0017577877160772984 0.0012058252895590857 0.0010343586803740479
leaf_count=576 135 84 177 35 77 568 230 60 180 65 97 259 96 196 218 118 304 134 164 69 68
internal_value=0 2.1079e-05 6.03412e-05 1.22554e-05 0.000433231 -2.25443e-05 3.63664e-05 -0.000467384 -0.000450582 0.000107748 -0.000199792 0.000210595 0.000130072 0.000217613 -1.13056e-05 -0.000200503 0.000489253 0.000662199 5.65132e-05 5.98418e-05 0.000916799
internal_weight=0 0.0270543 0.0258804 0.0229242 0.00295618 0.0219199 0.0192681 0.00239144 0.00265186 0.0168766 0.00422942 0.0126472 0.0112104 0.0101989 0.00553467 0.0035909 0.00466423 0.00335609 0.00298735 0.00232017 0.0020529
internal_count=3910 3775 3199 2945 254 2910 2646 628 264 2018 326 1692 1433 1337 635 405 702 398 261 187 202
is_linear=0
shrinkage=0.00157699


Tree=2202
num_leaves=14
num_cat=0
split_feature=42 43 16 12 0 12 133 52 16 4 13 1 0
split_gain=6.71799e-05 9.10604e-05 0.000143741 0.000136645 0.000136537 9.78935e-05 8.42888e-05 8.73265e-05 0.000220201 0.000158582 0.000201193 0.000152566 6.22453e-05
threshold=-0.11145999999999999 -0.17307499999999998 0.15737500000000001 0.093125000000000013 -0.061994999999999995 0.092365000000000017 -0.090054999999999982 1.0000000180025095e-35 -0.19424999999999998 -0.0040999999999999986 -0.0097449999999999985 0.092550000000000007 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 9 -9 -8 -11 -12 -13
right_child=1 2 3 -5 -6 -7 7 8 -10 10 11 12 -14
leaf_value=-0.0015857907032319604 0.0016305189656395924 -0.0016375103404444001 -0.003166980836889456 -0.0001192607938825621 0.0020310176694799298 -0.0018073146830336828 -0.0020592778079415795 -0.001251081963961576 0.002789132179035766 0.0026559949033218341 0.0011848867054378941 -0.00037911712993139349 -0.0027524353870691035
leaf_weight=0.0012640111537524359 0.0017295290075863131 0.0011317578955215872 0.001316378911706737 0.0016343474432470237 0.0018164982729588436 0.0013740652584072486 0.0015101393439631372 0.0010177553552932483 0.0019488760732532251 0.001562168736163794 0.0018188774759022646 0.0010883467798035416 0.0011025742798199262
leaf_count=229 182 307 280 256 331 598 591 132 545 266 75 74 44
internal_value=0 9.01963e-05 -6.36004e-05 -0.00147891 0.000226997 -3.40236e-05 0.000183911 0.000389052 0.00140307 -3.57091e-05 0.000512727 -0.000322263 -0.00157348
internal_weight=0 0.0190513 0.0173218 0.00295073 0.0143711 0.0125546 0.0111805 0.0100487 0.00296663 0.00708211 0.00557197 0.0040098 0.00219092
internal_count=3910 3681 3499 536 2963 2632 2034 1727 677 1050 459 193 118
is_linear=0
shrinkage=0.00704007


Tree=2203
num_leaves=22
num_cat=0
split_feature=1213 1456 11 453 4 14 48 42 15 133 43 0 16 15 3 0 160 16 15 403 43
split_gain=0.00040947 0.000368582 0.00021269 0.000144684 0.000318503 0.000175562 0.000134259 0.000125098 0.000144352 0.000221361 0.000300625 0.000254111 0.000248328 0.00029252 0.000425969 0.000277635 0.000342326 0.000184467 0.000133405 0.000110549 8.11014e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.27608500000000008 -0.46025499999999991 -0.081799999999999984 -0.11145999999999999 0.088190000000000004 0.090085000000000012 -0.074254999999999988 -0.060094999999999989 0.22945500000000005 -0.10312999999999999 0.10420500000000001 -0.10131499999999999 0.086110000000000006 -0.078844999999999985 -0.063364999999999991 0.03138500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -8 9 10 11 18 13 -12 15 16 -15 19 -9 -10 -17
right_child=1 2 -4 -5 5 -7 7 8 17 -11 12 -13 -14 14 -16 20 -18 -19 -20 -21 -22
leaf_value=-0.00092689108317481578 -0.00088848934146356338 -0.00049258162869406639 -0.00058229907525069076 -0.00045878874846770655 0.00025419356462289385 0.0011818650677746169 -0.00034963070297503438 0.00046972483174930157 0.00035300200861826717 -0.000446936382910693 -0.00061225745733298643 0.0010386362693961938 -0.00076797798807298203 0.00071057364477918527 0.00094375529168248817 -0.00078403448449285704 -0.00032936607265048658 -0.00011859689738682572 -0.00023063910500323388 0.0010632763569233463 -0.00015547823697028516
leaf_weight=0.001188855423265244 0.0010678432053014544 0.0010418975655657184 0.0012305628409515481 0.0011393764741578485 0.001024725435333107 0.0010048193807296489 0.0015018001228235189 0.0018453478540145368 0.0011599497019880722 0.0018817452455322523 0.0013396405159633619 0.0013599004874012529 0.0010114745290990554 0.0018696020027011402 0.0014745581858981449 0.0010224726590487452 0.0013596772769801646 0.0010454389749627859 0.0010677021338786757 0.0010278402993719737 0.0010195313893835434
leaf_count=592 332 78 143 89 70 299 130 272 181 337 120 99 143 51 77 204 32 326 216 26 93
internal_value=0 1.91401e-05 5.72558e-05 8.97803e-05 0.000116887 0.00071348 5.93075e-05 8.80772e-05 0.000123639 5.94749e-05 0.00013075 0.000475782 -3.13163e-05 6.08383e-05 0.000194507 -1.50837e-05 0.00027271 0.00042631 0.000213025 0.000686694 -0.000470209
internal_weight=0 0.0264959 0.0254281 0.0241975 0.0230581 0.00202954 0.0210286 0.0199867 0.0184849 0.0152517 0.0133699 0.00427295 0.00909696 0.00808548 0.00674584 0.00527128 0.00322928 0.00323323 0.00291305 0.00218779 0.002042
internal_count=3910 3318 2986 2843 2754 369 2385 2307 2177 1644 1307 587 720 577 457 380 83 533 488 207 297
is_linear=0
shrinkage=0.00157699


Tree=2204
num_leaves=16
num_cat=0
split_feature=484 52 15 151 43 43 3 16 16 15 4 133 2 2 13
split_gain=6.71469e-05 9.22649e-05 0.00011742 8.61709e-05 0.000106837 0.000212297 0.000173601 0.000170661 0.00019571 0.000154166 0.00034929 0.00012322 0.000117921 0.000114747 8.52423e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 0.087190000000000017 -0.074254999999999988 -0.0037249999999999996 -0.075954999999999981 -0.19424999999999998 0.22945500000000005 0.079360000000000014 -0.0025899999999999994 0.084760000000000016 0.093655000000000002 0.086650000000000019 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 11 14 9 10 -9 12 -4 -12 -7
right_child=1 -3 3 -5 5 7 -8 8 -10 -11 13 -13 -14 -15 -16
leaf_value=-0.0016172360154456287 0.0025746898639922695 -0.0019994512308073005 -0.0006033312922206533 0.0021658515189164878 -0.0037490030998107706 -0.00045795771345610685 0.0027319850364918726 0.0047021245966482354 -0.0025462660649200075 -0.001273179067850311 -0.0012900380959054753 -0.0022343397065720562 0.0027917172424936007 0.0017279927550480131 -0.0034467500901143601
leaf_weight=0.0014136759977849125 0.001168163945342692 0.0011372277146348654 0.0014436592926971581 0.0010705532786690055 0.0010656190240574065 0.001082068369747724 0.0017950310436918243 0.0014826129329205268 0.0010703799393254609 0.001328192162760769 0.0015193971276487748 0.0011443674901048251 0.0010095293825294546 0.0014108491278271296 0.0011357893906876306
leaf_count=612 280 353 238 102 614 68 214 129 190 413 77 347 71 97 105
internal_value=0 0.000104666 0.000239655 7.49197e-05 -6.96133e-05 -0.000532203 0.000796354 -0.000152563 0.00044525 0.001003 0.00168809 -0.000169446 0.00079379 0.000163077 -0.00198855
internal_weight=0 0.0188634 0.0177262 0.016558 0.0154875 0.0100949 0.00539259 0.00902929 0.00681143 0.00574105 0.00441286 0.00359756 0.00245319 0.00293025 0.00221786
internal_count=3910 3298 2945 2665 2563 1693 870 1079 906 716 303 656 309 174 173
is_linear=0
shrinkage=0.0076204


Tree=2205
num_leaves=15
num_cat=0
split_feature=2 159 12 3 4 15 159 4 15 12 52 150 49 51
split_gain=6.26471e-05 0.000171847 0.000168799 0.000154747 0.000155946 0.000154256 0.000171396 0.000161014 0.000106448 0.000185294 0.000167208 0.000119563 7.10992e-05 0.000103533
threshold=0.10274500000000002 0.087360000000000007 0.092365000000000017 0.090325000000000003 0.057365000000000006 -0.11739999999999999 0.085035000000000013 0.15927500000000003 0.024640000000000006 0.086865000000000012 0.0033900000000000002 0.088380000000000014 -0.0090499999999999973 -0.0084849999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 7 8 10 -10 11 12 -7 -14
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.0028879082931852111 0.0026073753952786023 0.0031652849947124725 -0.0020482601907677732 0.0013501038905507448 -0.0020447350346484102 0.00196166391993991 -0.0026790048160295998 0.0026047558864584468 -0.0034689315050445584 0.00013059337759122866 0.0024422108023103074 -0.0022421302741624416 0.0012858313511017708 -0.0012219722525798849
leaf_weight=0.0010436965966655167 0.0014694379606685634 0.0010467878517345097 0.0014106005471634271 0.0014384870721819709 0.0012563754254616127 0.0010171521108523207 0.0011337822597027357 0.001222753964844084 0.0011248807073861583 0.0019162597044393159 0.0015205695302435498 0.0011252123021858462 0.0014114461977378914 0.0019337763054188386
leaf_count=320 251 214 334 88 124 138 300 75 399 835 255 148 190 239
internal_value=0 0.000547992 5.65484e-05 0.000769524 -0.000232608 -0.000288528 -6.98434e-05 0.000192595 -0.000100906 -0.00120083 0.000376397 -0.000196024 0.000331739 -0.000163857
internal_weight=0 0.00662169 0.0055749 0.0041643 0.00269486 0.0134495 0.0124058 0.0112721 0.0100493 0.00304114 0.00700816 0.00548759 0.00436237 0.00334522
internal_count=3910 1011 797 463 212 2899 2579 2279 2204 1234 970 715 567 429
is_linear=0
shrinkage=0.00704007


Tree=2206
num_leaves=16
num_cat=0
split_feature=42 50 15 158 15 43 131 42 49 13 160 15 16 52 2
split_gain=7.0719e-05 8.55757e-05 0.000155949 0.000105469 0.000118616 0.000180603 0.000124526 0.000125051 0.000111573 0.000106646 8.91557e-05 9.49329e-05 7.66533e-05 0.000115387 0.000139959
threshold=-0.11145999999999999 0.10625000000000001 -0.24219999999999997 0.083745000000000014 -0.11739999999999999 -0.17307499999999998 0.088865000000000013 0.091955000000000023 -0.085974999999999982 -0.09547499999999999 -0.081069999999999989 0.084050000000000014 -0.094359999999999986 -0.080899999999999986 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 -10 -11 12 -12 -14 -15
right_child=1 -3 3 -5 5 6 -8 -9 9 10 11 -13 13 14 -16
leaf_value=-0.0018707153377473509 0.0031424733612120735 -0.0021833555492398841 -0.0020673878932225519 -0.0024943339282996729 0.0031318749677025064 -0.0015016047380995478 -0.0024684491304366642 -0.0023281629818493496 0.0026375994370723111 0.0023500136914610171 -0.00090245176457935986 -0.0021333359192363941 -0.00091628456264805527 0.00026105099095197171 0.0044106904714854445
leaf_weight=0.001255720224492207 0.0011349125736056223 0.0010048905491401331 0.0013659144110872287 0.0010057336492287445 0.0014499224442756078 0.0013936110533634425 0.0011099209428240006 0.0010256798018755892 0.0019400800463840184 0.0013791914444516145 0.0015873104238319784 0.0010537346683284626 0.0010525661179491691 0.0010520987679196853 0.0010742911287406065
leaf_count=229 276 392 221 322 129 148 353 377 144 257 106 436 322 65 133
internal_value=0 0.000112018 0.000242889 4.33278e-05 0.000208153 0.000428305 0.000118879 0.000367329 0.000629813 0.000954824 0.00050134 6.32519e-05 0.000548877 0.00127355 0.00235752
internal_weight=0 0.0186299 0.017625 0.0164901 0.0154843 0.0141184 0.0126685 0.0115586 0.0105329 0.00913927 0.00719919 0.00582 0.00476627 0.00317896 0.00212639
internal_count=3910 3681 3289 3013 2691 2470 2341 1988 1611 1463 1319 1062 626 520 198
is_linear=0
shrinkage=0.00808683


Tree=2207
num_leaves=15
num_cat=0
split_feature=4 151 457 52 160 133 13 3 3 16 1 1 13 1
split_gain=6.40585e-05 7.63917e-05 8.47869e-05 0.00014251 0.000132415 8.45626e-05 8.49327e-05 0.00014805 0.000113625 0.000180733 8.76771e-05 0.000154639 8.18643e-05 7.30343e-05
threshold=0.27608500000000008 -0.095804999999999987 0.088055000000000008 0.11401500000000002 0.087825000000000014 -0.091614999999999988 -0.083514999999999992 0.090325000000000003 -0.075679999999999983 -0.078844999999999985 0.095575000000000007 0.088315000000000018 -0.123625 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 12 8 9 -8 11 -10 -7 -2
right_child=13 2 -4 -5 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0018934278291575632 -0.00025420199557990542 -0.0019308764659393136 0.0013234864460004031 -0.0026177036257794884 -0.0029725376213437502 0.00029437374810717046 0.0013200531504029146 -0.0029492837561879647 0.0021540489062395435 -0.0024459672038628982 0.0030771852023439112 -0.0019468547246586005 0.0031222639381337657 0.0024914035003828455
leaf_weight=0.0010480639699098617 0.001157319439659297 0.001250156267018695 0.0017687663582292004 0.0017777269838646576 0.0010115815085082617 0.0015359690566655315 0.0014221344716626213 0.0010405374534505629 0.0013429685482206502 0.0018339152426633811 0.0011274480106746865 0.0010146763743081877 0.0011073830118200709 0.0012853280278782031
leaf_count=189 109 399 106 539 288 115 395 91 190 601 127 49 380 332
internal_value=0 -0.000181111 -0.000315049 -0.000515415 -0.000220833 1.75851e-05 0.000251242 -0.000165836 0.000263806 -0.000801094 0.00125872 0.000389114 0.00147907 0.00119054
internal_weight=0 0.0172813 0.0162333 0.0144645 0.0126868 0.0116752 0.010425 0.00778168 0.00674114 0.00325605 0.00348509 0.00235764 0.00264335 0.00244265
internal_count=3910 3469 3280 3174 2635 2347 1948 1453 1362 996 366 239 495 441
is_linear=0
shrinkage=0.00792826


Tree=2208
num_leaves=22
num_cat=0
split_feature=147 14 11 3 15 124 1186 123 0 3 484 133 4 3 2 15 151 2 47 2 49
split_gain=0.000359421 0.000443121 0.000314174 0.000321431 0.000435311 0.000234596 0.000258861 0.000296243 0.000251739 0.000355788 0.000255827 0.000230766 0.000314876 0.000240902 0.000332073 0.000300544 0.000169956 0.000285506 0.000332818 0.000126742 3.51565e-05
threshold=0.089245000000000005 0.05884000000000001 0.088315000000000018 -0.10628499999999998 -0.010069999999999997 0.10385500000000002 0.081240000000000021 1.0000000180025095e-35 -0.053834999999999994 0.097615000000000021 -0.0043499999999999988 -1.0000000180025095e-35 -0.082054999999999975 -0.080884999999999985 0.11203000000000002 -0.106555 -0.0088999999999999982 0.086650000000000019 0.09550500000000002 0.091525000000000009 -0.064499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -10 -5 -12 -13 -14 15 -15 -17 18 -18 -6 -19
right_child=-2 -3 -4 5 19 -7 -8 -9 9 -11 11 12 13 14 -16 16 17 20 -20 -21 -22
leaf_value=0.0013903839956643273 0.00097993468937808176 -0.0012109365835472217 -0.00089368259467739535 -0.00097862077392365729 -0.00028084200771530442 0.0007364868503732054 0.00074976076844622921 0.00062489274640473039 -0.0014923637871663556 -0.00015949995993923556 -0.00066978700690237291 0.00081502216956600186 -0.00071829438909342693 0.00095448584547873415 -0.00062307714663102534 -0.00053029190479248725 -0.00059046907226663109 0.00046337764383644174 0.00064592200015886614 0.00046027732455334138 0.0009291586968743304
leaf_weight=0.0011957407275130227 0.0011078663875700367 0.0010023222745661744 0.0012080108912941858 0.0010214345198658785 0.0013496485994060016 0.0011246497875172087 0.0010803376040503512 0.0014645658764389285 0.0010863785436613224 0.0015090698727023705 0.0017184984988635995 0.0014097352994933915 0.0015799243038002965 0.0013542725428315272 0.0019641009492729067 0.0013343058652814958 0.0019882788588247002 0.0010278603167595017 0.0010489420654939963 0.0015795344101192654 0.0010165735800295147
leaf_count=94 159 134 119 472 99 46 91 264 198 99 761 124 462 73 152 53 171 24 41 85 189
internal_value=0 -5.13879e-05 -8.44037e-06 3.29222e-05 0.000487409 -5.33555e-05 -9.64677e-05 -0.000143293 -0.000205591 -0.000717398 -0.00011969 -5.89423e-05 2.35582e-05 -7.50568e-05 2.93435e-05 0.000194257 3.37894e-05 0.000181902 -0.000163466 0.0001188 0.000694982
internal_weight=0 0.0280642 0.0270619 0.0258539 0.00412492 0.0217289 0.0206043 0.0195239 0.0180594 0.00259545 0.0154639 0.0144425 0.012724 0.0113143 0.00973433 0.00777023 0.00641596 0.00508165 0.00303722 0.00292918 0.00204443
internal_count=3910 3751 3617 3498 278 3220 3174 3083 2819 297 2522 2050 1289 1165 703 551 478 425 212 184 213
is_linear=0
shrinkage=0.00177594


Tree=2209
num_leaves=16
num_cat=0
split_feature=483 151 1 15 131 48 474 15 15 0 2 151 133 43 2
split_gain=6.00203e-05 8.24585e-05 0.000110922 0.000161678 0.000111377 9.4213e-05 0.000129174 0.000171932 0.000126626 0.000118175 0.000153998 0.000157804 9.92766e-05 0.000122078 3.61947e-05
threshold=0.088030000000000011 0.087190000000000017 0.12811000000000003 0.091915000000000011 0.089305000000000009 0.096835000000000018 0.084655000000000022 -0.11739999999999999 -0.10071499999999999 -0.084304999999999977 0.086650000000000019 -0.0088999999999999982 -0.085714999999999986 -0.083899999999999988 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 10 -10 -12 -11 -14 -15
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 12 11 -13 13 14 -16
leaf_value=-0.0029360992784724753 -0.0018258372270843419 0.0021057564481149109 0.0016827669793832505 -0.0030746303710662646 -0.0024746734322944304 0.001852352663820019 0.00232425992566891 0.0021840020366129787 -0.0033745249004922236 0.0025309788808284988 -0.0020499459557444758 0.0019476752172711297 0.0016688958011544244 -0.0022902816876945007 -0.00027870290429380865
leaf_weight=0.001314543863057239 0.001004030058209991 0.0011052068854254726 0.0019321324092794181 0.0010962743284520021 0.0010153002561699371 0.0016436499508445121 0.0011583591458619218 0.00133091360769422 0.0013797579801013591 0.0010510808685823547 0.001209250534230745 0.0010905485689973356 0.001313690723124511 0.0010539214307630175 0.0010242190181813382
leaf_count=164 354 127 273 533 340 198 255 74 436 140 163 199 212 277 165
internal_value=0 8.66527e-05 -4.00404e-05 -0.000252309 -4.0174e-05 0.000141975 -9.37451e-05 -0.000353862 5.21223e-06 -0.000351795 -0.00136182 -0.000154302 0.000484693 -0.000149423 -0.00129887
internal_weight=0 0.0187188 0.0176136 0.0156815 0.0145852 0.0135699 0.0119263 0.0107679 0.00945338 0.00812247 0.00367956 0.0022998 0.00444291 0.00339183 0.00207814
internal_count=3910 3556 3429 3156 2623 2283 2085 1830 1666 1592 798 362 794 654 442
is_linear=0
shrinkage=0.0076204


Tree=2210
num_leaves=14
num_cat=0
split_feature=4 15 40 47 13 3 403 457 12 42 1 13 16
split_gain=5.85729e-05 0.000109813 8.8205e-05 0.000180693 0.000154222 0.000120588 0.000142584 0.000123588 0.000165537 0.000336613 0.000198991 5.19485e-05 1.7458e-05
threshold=0.27020000000000005 -0.11739999999999999 -0.065259999999999999 0.09550500000000002 0.17936000000000002 0.10420500000000001 0.03138500000000001 0.082870000000000013 0.084100000000000022 0.088345000000000021 0.088385000000000005 -0.0064299999999999991 0.18126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 10 -10 -4 -2 -5
right_child=11 2 3 12 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0027201257719713674 0.0023445055078000418 -0.00186380280896119 0.0019236392131355103 0.0031037713251165474 -0.0030854330243402246 0.0018501734530191043 0.0017021468487759652 0.00099733928666842497 -0.0052802770188256232 0.00024235121941316838 -0.0022578377870683614 0.00011070168633430357 0.0016336946997660921
leaf_weight=0.0010080793640155758 0.001158331106928554 0.0014814704889407433 0.0015347388176077158 0.0010026418994170403 0.0010588241123179543 0.0019906332179743256 0.001804305637019693 0.0018538702120397543 0.001505721566645901 0.0012864500641288946 0.0013399414297339263 0.001504162288965355 0.0010287961301235216
leaf_count=253 280 209 263 106 128 141 320 134 1047 648 90 192 99
internal_value=0 -0.000182669 -2.16639e-05 0.000167777 -0.000191986 7.87587e-05 -0.000299389 -0.00077958 -0.00136089 -0.00273581 -2.54243e-05 0.00108253 0.00235927
internal_weight=0 0.0168955 0.0158874 0.0144059 0.0123745 0.0113157 0.00932503 0.00752072 0.00566685 0.00279217 0.00287468 0.00266249 0.00203144
internal_count=3910 3438 3185 2976 2771 2643 2502 2182 2048 1695 353 472 205
is_linear=0
shrinkage=0.00792826


Tree=2211
num_leaves=21
num_cat=0
split_feature=14 1213 1374 11 52 484 157 50 2 130 51 457 0 0 4 16 0 4 151 43
split_gain=0.000445116 0.000386625 0.000245116 0.000169236 0.000166083 0.000163037 0.000211057 0.000254283 0.000271654 0.000222991 0.000182418 0.00015951 0.000293865 0.000197361 0.00026186 0.000321709 0.000195399 0.000177484 7.62942e-05 4.31466e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 0.28122000000000008 -0.0043499999999999988 -0.077534999999999979 0.088160000000000002 0.12547000000000003 -0.0015749999999999998 -0.031524999999999991 -0.067474999999999993 -0.13870499999999999 -0.076734999999999984 0.15927500000000003 -0.057604999999999996 -0.10131499999999999 -0.17479499999999998 -0.0095999999999999992 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -8 -11 -12 18 14 15 -14 -17 19 -13 -15
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 11 12 13 17 -16 16 -18 -19 -20 -21
leaf_value=-0.00083123842228787338 -0.00094408169886010048 -0.00052923743059539951 -0.00030357613562956629 -0.00041398939741720453 -0.00034181385039285677 0.00071418974382030684 -0.00035161676420980185 0.00079698219495087826 -0.00052645205372176603 -0.00020515954431315914 -0.00023258209294871218 0.00050460438063703651 -0.00085358858386995115 5.1096379975869921e-05 0.00051799304585291805 0.00054420596237389756 -0.00030004491976150271 0.00093931436483395375 0.0010395169190598704 0.0004469846874708071
leaf_weight=0.0010733632606855148 0.0010457659737863048 0.0014074948685909297 0.0014990409302878044 0.0013032861546280463 0.0015033713329710976 0.0015314857728258571 0.0016254121287829224 0.0012059167562938474 0.0013338358382590189 0.0018633267406625376 0.0011433862659728797 0.0010161661042811243 0.00108471834339435 0.0011827921986933276 0.0015873292022618238 0.0011233132410382041 0.001207226039896757 0.0011824127929590473 0.0012774013645312993 0.0011548502909555225
leaf_count=576 135 66 475 125 339 250 189 216 230 226 90 85 255 44 110 14 187 204 71 23
internal_value=0 2.51147e-05 6.15426e-05 9.64434e-05 0.000125981 0.00015944 0.000194998 0.000150795 0.000104362 0.000158827 0.00021885 0.000284911 0.000339615 0.00021504 2.90678e-05 -0.000198173 0.000106882 0.000479337 0.000802524 0.000246675
internal_weight=0 0.0263061 0.0252328 0.0238253 0.022522 0.0210186 0.0195196 0.0179881 0.0167822 0.0154483 0.0138229 0.0119596 0.0108162 0.00852264 0.00500259 0.00341526 0.00233054 0.00352006 0.00229357 0.00233764
internal_count=3910 3775 3199 3133 3008 2669 2194 1944 1728 1498 1309 1083 993 837 566 456 201 271 156 67
is_linear=0
shrinkage=0.00145689


Tree=2212
num_leaves=14
num_cat=0
split_feature=11 4 16 2 3 40 4 42 42 484 4 52 16
split_gain=5.72558e-05 8.96208e-05 6.50921e-05 0.0001074 9.38983e-05 8.84668e-05 0.000112835 0.000165717 9.57109e-05 0.000101117 0.000116068 0.000145986 8.60928e-05
threshold=0.087830000000000005 0.27608500000000008 -0.38486499999999996 0.10910500000000002 0.12991000000000003 -1.0000000180025095e-35 0.070230000000000015 0.092145000000000019 0.085195000000000007 0.084225000000000008 0.0057500000000000008 -0.069134999999999988 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 9 10 11 -7 -13
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0018132736196209689 -0.0021666180365182701 0.0021186876795258906 -0.0026755627492243902 0.0034381142153000295 -0.00012588707859006678 -0.0043015000264393071 0.0022764021255648713 -0.0036635588726087499 0.0021039775529058538 0.0022357120602396574 0.0013535610462733006 -0.002327824482662656 0.00079428836004038312
leaf_weight=0.001723230970956397 0.0010102759103372471 0.001727952149902792 0.0011873873828336214 0.0014054434033946165 0.0011679953248490138 0.0012715029318664606 0.001598775116788736 0.0011711281697473009 0.0016085848148491358 0.0010549562947673868 0.0014869470170056631 0.001348954188126261 0.0017519323350185891
leaf_count=178 157 388 182 314 111 295 76 463 613 201 93 318 521
internal_value=0 0.000104356 -0.000103113 9.26547e-05 0.00182054 -0.000263638 -1.0035e-05 -0.000387124 6.30913e-05 -0.000411713 -0.000888375 -0.0016508 -0.0005639
internal_weight=0 0.0185048 0.0167768 0.0150536 0.00257344 0.0124802 0.0112928 0.00969401 0.00852288 0.00691429 0.00585934 0.00437239 0.00310089
internal_count=3910 3753 3365 3187 425 2762 2580 2504 2041 1428 1227 1134 839
is_linear=0
shrinkage=0.00928922


Tree=2213
num_leaves=17
num_cat=0
split_feature=484 52 42 49 42 3 3 133 151 151 43 16 3 0 15 15
split_gain=5.55757e-05 7.80158e-05 9.10743e-05 9.91457e-05 0.000152149 0.000119483 0.000139706 0.000332719 0.000112823 0.000151655 0.000119257 0.00018018 0.000175382 9.69811e-05 5.59276e-05 1.85041e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.11145999999999999 -0.14917999999999998 0.10269500000000001 -0.100615 -0.078884999999999997 0.083815000000000014 -0.044604999999999992 0.056555000000000001 -0.074254999999999988 0.050115000000000007 0.084925000000000014 -0.074249999999999997 -0.097794999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 13 7 -7 -8 10 -10 12 15 -5 -14 -12
right_child=1 -3 3 4 -6 6 8 -9 9 -11 11 -13 14 -15 -16 -17
leaf_value=-0.0016292706602597878 -0.0021142407307571005 -0.002027229139763418 0.0028337730120434326 0.00025856278594024647 -0.0027667182087384051 -0.0049400996580493727 -0.0016257359944341328 0.0014593043510450147 0.0040271216514985936 -0.0019431255480331377 -0.00072630084612832369 -0.0016079721197372323 0.0020313155792789682 0.0035812530840508765 0.0046648146444382794 0.00083082751675482298
leaf_weight=0.0013436317839471577 0.0010427887636873757 0.001092128768901141 0.0010644713352616587 0.0010657650036153959 0.0010712106374362465 0.0011106687283409704 0.0013712253444006506 0.0011005142343587238 0.0010010035373120918 0.0010698063993239137 0.0010201729452343558 0.0014181679175208628 0.0010493751658881938 0.0013608024478524413 0.0011499275692923305 0.0010574974211683017
leaf_count=612 178 353 84 139 362 709 205 309 141 76 109 158 85 190 61 139
internal_value=0 0.000109632 0.000247288 0.000402063 0.000227709 0.000460572 0.000105337 -0.00175509 0.000555557 0.000940706 0.00140144 0.000939938 0.00178478 0.0021219 0.00340827 6.62499e-05
internal_weight=0 0.0180455 0.0169534 0.0159106 0.0148461 0.0137749 0.0113484 0.00221118 0.00913718 0.00776595 0.00669614 0.00569514 0.00427697 0.00242657 0.0021993 0.00207767
internal_count=3910 3298 2945 2767 2683 2321 1992 1018 974 769 693 552 394 329 146 248
is_linear=0
shrinkage=0.00824856


Tree=2214
num_leaves=16
num_cat=0
split_feature=52 39 48 2 4 4 43 133 2 15 0 0 15 12 42
split_gain=5.37617e-05 9.76078e-05 0.000144753 0.000154136 0.000219103 0.00011771 0.000136491 0.000142162 0.00020991 0.000135913 9.50041e-05 0.000132913 0.000159564 8.10371e-05 5.8041e-05
threshold=-0.40083499999999994 0.005105000000000001 0.12649500000000002 0.10910500000000002 0.053925000000000008 0.15927500000000003 0.054875000000000007 -0.085714999999999986 0.096750000000000017 -0.042544999999999993 -0.23029999999999998 -0.077944999999999987 -0.10071499999999999 -0.092644999999999991 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 10 -7 -9 12 -12 -3 -14
right_child=1 13 -4 4 -6 9 -8 8 -10 -11 11 -13 14 -15 -16
leaf_value=-0.0017846115691002756 0.0025198175433156483 -8.7793603850596348e-05 -0.0032086153732976143 0.0044486038041360552 -0.00024073264482958289 -0.00053531323632693452 -0.0034322368462680352 0.0019664304690067331 -0.0042975458953107776 0.0035298195996636278 0.00096801762511771806 0.0012366431641609743 -0.0041110150687150102 0.0030584126208677486 -0.0014149852659052923
leaf_weight=0.0011366131719157601 0.0010430940577497135 0.0010215852417417917 0.0010163540908364457 0.0012615610276354517 0.0015996386732122399 0.0012624318191856755 0.0011892070411158384 0.0011504764614023166 0.0010414879996808041 0.0010804732976332923 0.0011001882182828182 0.0016630032765209525 0.0012892343861444873 0.001339221803993043 0.0010065753595817541
leaf_count=401 223 149 88 195 215 145 347 59 164 61 91 338 451 289 694
internal_value=0 0.000101898 -0.000137895 7.45965e-05 0.00182689 -0.00034935 -0.000766566 -0.000384361 -0.000802144 0.0013394 -0.000215876 -0.000712158 -0.00166648 0.00169696 -0.00292897
internal_weight=0 0.0180645 0.0157037 0.0146874 0.0028612 0.0118262 0.00948327 0.00829406 0.00725097 0.00234291 0.00620948 0.005059 0.003396 0.00236081 0.00229581
internal_count=3910 3509 3071 2983 410 2573 2367 2020 1797 206 1633 1574 1236 438 1145
is_linear=0
shrinkage=0.00841354


Tree=2215
num_leaves=15
num_cat=0
split_feature=42 156 50 43 131 42 52 52 4 13 2 151 2 49
split_gain=5.21393e-05 8.05008e-05 8.44751e-05 7.71605e-05 8.76246e-05 0.000123199 0.000118027 0.00013588 0.000148183 0.000125951 0.00011907 0.000219419 0.000126647 0.000102822
threshold=-0.11403999999999999 0.091280000000000014 0.10119500000000002 -0.15109999999999998 0.08956500000000002 0.092395000000000019 0.14114500000000005 0.090640000000000012 -0.076854999999999993 -0.010739999999999998 0.089910000000000004 -0.0088999999999999982 0.085805000000000006 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 12 -12 -10 -13
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 11 13 -14 -15
leaf_value=-0.0012333423814805031 0.0014698737323743159 -0.0014828869354125262 -0.0014745325084684019 0.0034000724076725811 -0.0014564281062048891 -0.001632884456645399 0.0023955354406966778 -0.0016090607065217359 0.00011845111196078443 0.00070875992850834627 -0.0013458414904237799 0.00042154969831983892 -0.0023804036327864497 0.0029253358938824479
leaf_weight=0.0011733725795136192 0.0017723530635446417 0.0011232232664233508 0.0010458846263524902 0.001001225858715607 0.0011413388260888861 0.0011084688850098922 0.0010396142979629064 0.0012237957016118734 0.001963497335506389 0.0016832727216027433 0.0011674881371165902 0.001053596581946481 0.0011677515571421083 0.0013521159890814063
leaf_count=217 221 335 428 246 420 437 120 222 312 259 162 65 236 230
internal_value=0 7.42417e-05 0.000178845 0.000289166 0.000138641 0.000281305 0.000463399 0.000274129 0.000519592 0.00171253 4.19335e-05 0.000791526 -0.000813459 0.00182879
internal_weight=0 0.0178436 0.0167204 0.0156745 0.0139022 0.0127608 0.0116524 0.0106127 0.00938895 0.0026845 0.00670445 0.0035732 0.00313125 0.00240571
internal_count=3910 3693 3358 2930 2709 2289 1852 1732 1510 505 1005 457 548 295
is_linear=0
shrinkage=0.00600863


Tree=2216
num_leaves=22
num_cat=0
split_feature=1213 14 1374 128 46 124 40 51 48 1 47 2 133 160 3 1 15 13 16 4 43
split_gain=0.000468136 0.000457655 0.000247863 0.000236571 0.00020138 0.000485765 0.000293943 0.000276861 0.000313367 0.000301549 0.000461463 0.000281389 0.000196359 0.00021811 0.000426167 0.000190294 0.000241596 0.000302731 0.000217197 0.000147928 9.50772e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.094679999999999986 0.086435000000000012 0.081930000000000017 -0.048219999999999992 -0.062739999999999976 0.13339000000000004 0.11379500000000002 0.11198000000000001 0.08593000000000002 0.11230000000000001 -0.085714999999999986 -1.0000000180025095e-35 0.084925000000000014 0.077800000000000022 0.088495000000000018 -0.082014999999999991 -0.092014999999999986 0.05309500000000001 -0.07526999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 11 -11 12 -8 14 -14 16 17 20 -17 -20 -15
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 -13 13 15 -16 18 -18 -19 19 -21 -22
leaf_value=-0.00094234695122590798 -0.00054311643500154093 -0.0009563131330500499 0.0009759703931683535 -0.0006223646919750926 -0.00053402474054867004 -0.00057282461991281584 0.00071055157967923324 -0.00059735717258890591 -0.00051623558587576346 0.0012452156880771591 5.4810860121612699e-05 -0.00053766357286864257 -0.00092888849416180479 0.00058367545547615611 0.00035120448734111064 0.00087528802211017144 0.0006461637479790389 -0.00058896694987453093 -9.9164568997936917e-05 0.00057210141259119926 -5.6801499557064403e-05
leaf_weight=0.0011914471579386318 0.0014544434170744571 0.0010456771681233148 0.0015570532768440842 0.0010007208731035609 0.0010081980811893479 0.0013973508850235279 0.0016185689356202982 0.0010920120141675168 0.0013558509395934495 0.0015712339573850749 0.0014282761798973809 0.0012458530635526275 0.0011464538348147446 0.0010291896398216538 0.0012479251749830667 0.0018280169975697924 0.0011797619418579819 0.001822759185760154 0.0016179803818332505 0.001412903114552222 0.0011034189693663807
leaf_count=592 66 119 271 196 64 122 239 126 90 218 61 162 560 125 61 75 151 242 304 17 49
internal_value=0 2.76567e-05 6.55989e-05 0.000100097 0.000129412 0.000157688 0.00010003 0.000145451 0.000186819 0.000239044 0.000678381 0.000152647 0.000214047 0.000149178 -0.000261717 0.000247621 4.41686e-05 -0.000135388 0.000462639 0.000213759 0.00025229
internal_weight=0 0.0281636 0.027118 0.0256635 0.0246628 0.0236546 0.0220976 0.0207002 0.0196082 0.0182523 0.00299951 0.0152528 0.014007 0.0123884 0.00239438 0.00999403 0.00513513 0.00395537 0.0048589 0.00303088 0.00213261
internal_count=3910 3318 3199 3133 2937 2873 2602 2480 2354 2264 279 1985 1823 1584 621 963 567 416 396 321 174
is_linear=0
shrinkage=0.00151575


Tree=2217
num_leaves=20
num_cat=0
split_feature=1213 14 1374 124 123 133 130 48 12 160 474 4 4 4 1 160 483 1 2
split_gain=0.00040981 0.000333845 0.000170556 0.000147416 0.000186607 0.000321127 0.000283916 0.000221865 0.000270079 0.000305937 0.000387562 0.000220252 0.000177737 0.000234283 0.00014606 0.000263127 0.000144818 0.000135402 0.000100549
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.10385500000000002 1.0000000180025095e-35 -0.085714999999999986 -0.0015749999999999998 0.11930500000000001 -0.0089849999999999982 -1.0000000180025095e-35 0.084655000000000022 -0.23071499999999998 -0.082054999999999975 -0.0040999999999999986 0.10937500000000001 0.031805000000000007 0.0015150000000000003 0.092550000000000007 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 18 -7 8 -8 10 16 -11 -13 -14 15 17 -10 -15 -4
right_child=1 -3 3 -5 -6 6 7 -9 9 11 -12 12 13 14 -16 -17 -18 -19 -20
leaf_value=-0.00095548408704800914 -0.00050162112670749687 -0.00083615182414561139 0.00026307028421355391 0.00067071535329326585 0.00059694375032837859 -0.00078504032290717851 -0.0006614020295120618 -0.00061265797322037599 -0.0010265957083544026 -0.00026167890155636835 0.00044476829783730913 0.00092406227861725656 -0.00027805344384800588 0.00029385572844637075 0.00081874643528235549 0.00070557997904820971 -0.00023414934889425627 -0.00035453503442051993 0.00093146542366029535
leaf_weight=0.0010680911457606945 0.0012246005340230673 0.0010365814425159483 0.0011038762084742961 0.001001361297219199 0.0014624318518084529 0.0011535774302670462 0.001150325591433605 0.0012716304983721996 0.0012113535929595973 0.0017378853081669804 0.0011338647933906432 0.0010919307762340359 0.0015631111560036083 0.0016007673018763793 0.0014623460507472222 0.0019680923230128711 0.0010115557032079614 0.0014831168891000779 0.0010494198788141978
leaf_count=592 66 122 193 48 289 204 133 95 386 152 182 127 499 118 109 121 209 65 200
internal_value=0 2.26554e-05 6.02474e-05 9.08871e-05 6.38253e-05 2.48289e-05 -4.32463e-05 8.03728e-06 5.92425e-05 0.000117359 -0.000290791 0.00024297 0.000338617 0.000259474 0.000388454 0.000263902 -0.000665986 -1.79716e-05 0.000588816
internal_weight=0 0.0247178 0.0236812 0.0224566 0.0214553 0.0199929 0.0178396 0.016686 0.0154143 0.014264 0.00335677 0.0109072 0.00916936 0.00807743 0.00651432 0.00505198 0.00222291 0.00308388 0.0021533
internal_count=3910 3318 3196 3130 3082 2793 2400 2196 2101 1968 777 1191 1039 912 413 304 595 183 393
is_linear=0
shrinkage=0.00154607


Tree=2218
num_leaves=22
num_cat=0
split_feature=14 1213 124 484 157 50 48 48 40 1 2 13 2 52 3 4 4 16 42 0 4
split_gain=0.000436367 0.000337643 0.000194378 0.000216698 0.00016598 0.000233344 0.000317496 0.000212253 0.000163957 0.000207701 0.000189753 0.000361211 0.000266765 0.000265997 0.000214801 0.00016879 0.000349725 0.000154226 0.000153799 0.000107046 1.14794e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.077044999999999988 0.10030500000000002 0.11930500000000001 0.096835000000000018 -0.062739999999999976 0.12577000000000002 0.095195000000000016 -0.090929999999999983 0.086545000000000025 0.084240000000000023 -0.115685 -0.08100499999999998 0.05309500000000001 -0.09601999999999998 0.085195000000000007 -0.14293499999999998 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 10 12 -12 13 15 -13 -10 -17 -14 -19 -16 -18
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 11 14 17 -15 19 16 20 18 -20 -21 -22
leaf_value=-0.00083762910785449855 -0.001062458407344995 0.00056474536005469728 -0.00055236516235557275 0.00056852584721648388 -0.00056893693805709731 0.00071989229131077343 -0.00087062166674055418 0.00066567690533971934 0.00063131786715501441 0.00062803221810816862 0.00038637626949885576 -1.6930922566844028e-05 0.00091472429946980074 -0.00088902799810724857 -0.00055717743817904931 -0.00075382434349610759 0.00018293861223639678 -0.00014415964193929668 0.00059555342617893911 -0.0012934449290971529 0.00043047842988805531
leaf_weight=0.0011670596437815392 0.0010296296358516385 0.0019349400175707561 0.0016353592453920559 0.0016415196051482719 0.0013261268458410564 0.0012295504330972198 0.0011065011050292719 0.0013296254973578078 0.001000554014919156 0.0014298755038688804 0.0014341194241339617 0.0011088201950086585 0.0011872796363235349 0.0010250986237875515 0.0011178001041383112 0.0014329805786385133 0.001012734068282839 0.0015495544022084973 0.0014786270844825422 0.0010135494765387007 0.0010044908714760964
leaf_count=576 135 303 541 316 105 174 73 100 93 128 58 102 60 220 62 207 24 182 158 258 35
internal_value=0 2.56988e-05 6.44522e-05 2.42249e-05 6.6266e-05 2.66038e-05 -1.69816e-05 3.42103e-05 -1.4828e-05 3.16928e-05 -2.76636e-05 -0.000299179 0.000103293 -0.000135542 -0.000602609 3.80007e-05 -0.00013406 0.000413538 0.000217034 -0.000907305 0.000306203
internal_weight=0 0.0271662 0.0259991 0.0240642 0.0224288 0.0207873 0.0195577 0.0184512 0.0171216 0.0157955 0.0143656 0.00467429 0.00969132 0.00547586 0.00324017 0.00445076 0.00345021 0.00421546 0.00302818 0.00213135 0.00201722
internal_count=3910 3775 3199 2896 2355 2039 1865 1792 1692 1587 1459 480 979 579 422 359 266 400 340 320 59
is_linear=0
shrinkage=0.0016407


Tree=2219
num_leaves=20
num_cat=0
split_feature=1213 14 403 1 12 49 3 3 0 43 43 160 16 16 16 1 43 15 2
split_gain=0.000411518 0.000290086 0.000157592 0.000238333 0.000190149 0.000254334 0.00033 0.000606626 0.000215168 0.000432652 0.000464821 0.000263968 0.000264586 0.000185119 0.000190656 0.000175787 0.000121163 0.00011618 9.77361e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 0.03138500000000001 1.0000000180025095e-35 0.085845000000000019 -0.14917999999999998 -0.078669999999999976 -0.097604999999999983 -0.017269999999999997 -0.089949999999999988 -0.049504999999999987 -0.081069999999999989 0.032820000000000009 -0.19424999999999998 -0.09601999999999998 0.094695000000000015 -0.074254999999999988 -0.10981499999999998 0.085005000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 -6 7 17 9 -2 -11 -12 13 -13 -15 18 -8 -7 -16
right_child=1 -3 3 -5 5 6 16 -9 -10 10 11 12 -14 14 15 -17 -18 -19 -20
leaf_value=-0.00084104331340996885 -0.00076131539931929045 -0.00073387084691106099 5.1591899289303887e-05 0.00090223486811880852 0.00045155167534832903 -0.00055270951702198607 0.0004079465539869188 -0.0014510520977475164 0.00059516622750339628 0.00089278290139235437 0.00050629491385292369 -0.00039555106265177462 -0.00074827791255959039 0.00071340378016830944 5.39276988309984e-05 0.00042829475180932683 -0.00016649080080307637 7.3140647111952749e-05 -0.00051838698358614137
leaf_weight=0.0012028356882688015 0.0012465492383447142 0.0010140730904324288 0.0018293849127096187 0.0011315227638365455 0.0012336142323476906 0.0010431613020701613 0.001359961791767228 0.0011305065108151435 0.0017749532530023831 0.0015193100982893197 0.0019483352533544744 0.0017192390938976128 0.0011206459594499396 0.0010410720649811668 0.0013445843793193791 0.0013928320440526054 0.0018255169690459911 0.0015879049042098999 0.0011973240511613525
leaf_count=592 166 122 177 77 63 59 179 767 230 353 97 138 92 44 77 71 364 195 47
internal_value=0 3.02653e-05 6.07171e-05 0.000376669 1.91124e-05 -0.000158049 -0.000266298 -0.000558503 0.000120428 5.31775e-05 0.00014316 2.65168e-05 -9.30846e-05 1.65844e-05 0.000158985 1.22945e-05 7.87511e-05 -0.000174996 -0.000215652
internal_weight=0 0.0264605 0.0254464 0.00296091 0.0224855 0.00818067 0.00694705 0.00376157 0.0143048 0.0125299 0.0112833 0.00976403 0.0078157 0.00669505 0.00497581 0.00393474 0.00318548 0.00263107 0.00254191
internal_count=3910 3318 3196 254 2942 1627 1564 1021 1315 1085 919 566 469 377 239 195 543 254 124
is_linear=0
shrinkage=0.00145689


Tree=2220
num_leaves=24
num_cat=0
split_feature=1213 14 1456 1374 11 453 0 48 474 160 50 133 47 43 43 12 16 42 0 47 49 13 0
split_gain=0.000403705 0.000325568 0.000254486 0.000205401 0.000195195 0.000197505 0.000235544 0.000179791 0.000193535 0.000214715 0.000238446 0.000187023 0.000180289 0.000267143 0.000343547 0.000422682 0.00024141 0.000163642 0.00014253 0.000120155 7.94403e-05 6.44581e-05 3.74308e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.230625 0.091555000000000011 0.059400000000000008 -1.0000000180025095e-35 0.088160000000000002 -0.090054999999999982 0.09550500000000002 0.0016850000000000001 -0.072364999999999985 0.085945000000000008 -0.082504999999999981 0.084685000000000024 -0.072264999999999982 0.117025 0.093945000000000015 -0.087694999999999981 -0.090754999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 18 11 -11 13 14 15 -13 -16 20 -8 -14 -9 -15 -18
right_child=1 -3 3 4 -6 -7 7 17 -10 10 -12 12 19 21 16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=-0.00093300200910112344 -0.00073050110316172454 -0.00086221560583466124 -0.00049190000222080229 0.00088781497874433569 -0.00049441481496418076 -0.00050935479839881272 -0.00079509597038852518 -6.8762185653362993e-05 0.00072103932762662205 -0.00057307702770487698 0.00085716797147318373 0.00074677714339265648 0.00091731138840035135 0.00082134861973214815 1.3098056005393644e-05 -0.00037973681779093982 -0.00062028325307452185 0.00098274393377406947 1.4182609799358287e-05 0.00014682628780771483 0.0005552876121169472 0.00024943590027289996 -0.0010554375792627827
leaf_weight=0.0011945453155470026 0.0010180999561839035 0.0010348593454756879 0.0014769860519763247 0.0011991527477328489 0.0012406925683876571 0.0010814089343715852 0.0012115293837250581 0.0010964916874879041 0.0011563226715537783 0.0011174032687601984 0.0010381049584231314 0.0018706116259202543 0.0010756713537070093 0.0010026525482071946 0.0014622904021415815 0.0015979447483938924 0.0010008281122164632 0.001163462874481918 0.0010520107546731642 0.0010205251575143848 0.0010175999773380795 0.0010374922568761116 0.0010459457195052201
leaf_count=592 309 122 66 70 123 88 358 129 318 211 194 212 30 30 196 194 30 128 125 31 71 85 198
internal_value=0 2.25484e-05 5.77868e-05 8.99339e-05 0.000126521 0.000161149 0.000195406 0.000153822 8.61809e-05 3.89202e-05 0.000117029 5.42114e-05 0.000117279 1.85049e-05 -0.000131197 0.000227798 -0.000486048 0.000498252 -0.000418973 0.000542204 0.000231619 0.000530509 -0.000842657
internal_weight=0 0.0270181 0.0259832 0.0249651 0.0234881 0.0222474 0.021166 0.0199669 0.0166893 0.015533 0.0132695 0.0122314 0.011114 0.00901777 0.00697762 0.00346856 0.00350906 0.00327755 0.00226354 0.0020962 0.00211409 0.00204014 0.00204677
internal_count=3910 3318 3196 2887 2821 2698 2610 2540 2212 1894 1411 1217 1006 945 830 406 424 328 483 61 200 115 228
is_linear=0
shrinkage=0.00160853


Tree=2221
num_leaves=21
num_cat=0
split_feature=1213 14 1456 1374 11 453 151 1 403 160 4 13 0 42 0 3 4 13 1 2
split_gain=0.00046065 0.000353036 0.000268245 0.000190121 0.000184964 0.00019224 0.000219033 0.000209787 0.00019783 0.000375823 0.000193578 0.000220306 0.000368105 0.000309165 0.000468354 0.000200818 0.000186543 0.000176983 0.000175008 7.75063e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.039414999999999999 0.085990000000000011 0.03138500000000001 -0.11175999999999998 0.27608500000000008 -0.49820499999999995 0.10302000000000001 -1.0000000180025095e-35 -0.052874999999999998 -0.081244999999999998 -0.0021099999999999995 -0.012339999999999999 0.095575000000000007 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -8 11 -11 13 -13 15 -15 -17 -10 19 -18
right_child=1 -3 3 4 -6 -7 8 -9 17 10 -12 12 -14 14 -16 16 18 -19 -20 -21
leaf_value=-0.00098216851879002857 -0.00076316348025894174 -0.0009074673836787393 -0.00048602080287563396 7.0930513532999206e-05 -0.00049151884298838703 -0.00050409323689161207 -0.00088930212114341465 0.00099221943900108822 0.0010976964322432742 -0.00064988991298521722 0.00065196586261609402 -0.00068477449095251689 0.0008335836126524812 -0.00025960684393056525 -0.00081355300045031519 0.00084569422588141158 -0.00042745326726582059 0.00022163503843808253 0.00062282435856509863 0.00021244617954933656
leaf_weight=0.0012743291383718386 0.0010073564252044342 0.0010432503408202001 0.0014001741268696568 0.0010896575573197944 0.0011953860360400794 0.0010777121239082801 0.0010297744257247452 0.0017086130106024749 0.0010015877990397493 0.0010592330263960977 0.0017271539216184807 0.0014696772999524552 0.0017120016317511135 0.0014017827144826821 0.0012015240968946067 0.0019412822971477785 0.0010042199280491122 0.0016325659269376671 0.0015947877523713183 0.0010343472904009721
leaf_count=592 309 122 66 198 123 88 282 269 95 30 230 451 76 262 170 226 39 113 62 107
internal_value=0 2.78636e-05 6.64491e-05 0.000100867 0.00013678 0.000171414 0.00020674 0.000633466 0.000139693 6.76507e-05 0.000137313 6.57378e-05 0.000132467 8.05136e-06 0.000132561 0.000295507 0.000435094 0.000554741 0.000215712 -0.000102775
internal_weight=0 0.0263321 0.0252888 0.0242815 0.0228813 0.0216859 0.0206082 0.00279827 0.0178099 0.0151758 0.014146 0.0124189 0.0113596 0.00964762 0.00817794 0.00697642 0.00557464 0.00263415 0.00363335 0.00203857
internal_count=3910 3318 3196 2887 2821 2698 2610 467 2143 1935 1653 1423 1393 1317 866 696 434 208 208 146
is_linear=0
shrinkage=0.0016407


Tree=2222
num_leaves=16
num_cat=0
split_feature=124 123 133 42 160 474 133 43 150 51 0 12 2 3 43
split_gain=6.13885e-05 8.81244e-05 0.000120555 0.0001309 0.000134309 0.000206994 0.000165022 0.000121585 0.00010398 0.000147027 0.000116395 0.000247583 7.94169e-05 7.74858e-05 6.47539e-05
threshold=0.0040150000000000003 1.0000000180025095e-35 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.093845000000000026 -0.074254999999999988 0.083205000000000015 0.089355000000000004 -0.18087499999999998 0.083175000000000013 -1.0000000180025095e-35 0.084925000000000014 -0.084964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 13 7 14 10 -10 -9 12 -12 -5 -6
right_child=-2 -3 3 4 6 -7 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=0.0015338337996994246 0.0017837634255210291 0.0018695060043687646 -0.00239678808720298 -0.0044446707353958939 0.00079556391716792234 0.00095886270305186379 -0.0025617392860678378 -0.0028435717254238378 0.0032161887064559428 -0.00069911499752712419 0.00017058566094435641 -0.0022938325564379469 0.0030873626461476941 -0.0015475868671390347 0.003121320450475354
leaf_weight=0.0018994311021032695 0.0010073204561306592 0.0011763764244426154 0.0017309096425872231 0.0010160181280317567 0.0014777580188612277 0.0011701001923891258 0.0010920636881002832 0.0010489951476719828 0.0011141708270195061 0.0010304128506223309 0.0010208557822222256 0.0015355765346464073 0.0010641587276882213 0.0010455809367422297 0.0012196522588406901
leaf_count=562 94 280 700 595 179 209 309 73 92 57 43 334 119 77 187
internal_value=0 -0.000109733 -0.000243042 -0.000459861 -0.000217536 -0.0015509 0.000188835 0.00050464 -2.68051e-05 0.00133499 -0.000652234 -1.73364e-05 0.00165926 -0.00297536 0.00184717
internal_weight=0 0.0186421 0.0174657 0.0155663 0.0138353 0.0032317 0.0106036 0.00951158 0.00681417 0.00214458 0.00466959 0.00362059 0.00208501 0.0020616 0.00269741
internal_count=3910 3816 3536 2974 2274 881 1393 1084 718 149 569 496 162 672 366
is_linear=0
shrinkage=0.00747098


Tree=2223
num_leaves=15
num_cat=0
split_feature=4 3 151 15 2 1 13 15 42 42 52 52 0 43
split_gain=6.35643e-05 7.97895e-05 6.7148e-05 7.9458e-05 0.000141846 8.7979e-05 0.000127756 0.000157172 9.06799e-05 0.000118657 8.80969e-05 0.000158394 8.40684e-05 5.67713e-05
threshold=0.27608500000000008 0.11265500000000002 -0.095804999999999987 -0.10312999999999999 -1.0000000180025095e-35 0.089175000000000018 -0.00059999999999999995 -1.0000000180025095e-35 0.092145000000000019 -1.0000000180025095e-35 -0.068164999999999989 -0.092084999999999986 -0.088084999999999983 -0.0031199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 8 -7 -8 9 -6 11 -11 -12 -14
right_child=1 -3 3 4 5 6 7 -9 -10 10 12 -13 13 -15
leaf_value=0.0016265073959808036 0.0023904968704262196 -0.0002601512779307925 -0.0017350488314308698 0.0023279980121702613 -0.0013572175784934571 0.00039985588521339094 -0.00079774567908589243 -0.0042827738958684742 -0.0017791888014571419 9.7342573947619321e-05 -0.0015507619305001937 0.0040325209379005241 0.0022747495283036803 -7.8217901696733718e-05
leaf_weight=0.0010477197798012252 0.0012461859353256671 0.0011920212741858699 0.0018048117528439529 0.0011801769375564186 0.001507265241546896 0.0018943072169370703 0.0019752673949750554 0.0010705009055583031 0.0011271190102963187 0.0010793763385557147 0.0010137759728338419 0.0011161933418026137 0.0010117360924524182 0.0012056751805205141
leaf_count=189 290 151 297 135 729 487 123 202 377 216 246 70 273 125
internal_value=0 0.00109461 -0.000169824 -0.000287554 -0.000103337 -0.00032404 -0.00109371 -0.00202263 0.000147636 0.000460839 0.000965799 0.00209793 0.000196527 0.000995368
internal_weight=0 0.00243821 0.0170339 0.0159862 0.0141814 0.0130012 0.00494008 0.00304577 0.00806114 0.00693402 0.00542676 0.00219557 0.00323119 0.00221741
internal_count=3910 441 3469 3280 2983 2848 812 325 2036 1659 930 286 644 398
is_linear=0
shrinkage=0.00732449


Tree=2224
num_leaves=21
num_cat=0
split_feature=14 1213 403 1 160 123 12 1 48 50 12 15 0 49 0 4 0 47 52 2
split_gain=0.000454905 0.000379502 0.000163746 0.0002541 0.000198839 0.000182379 0.000194962 0.00036359 0.000436395 0.000306228 0.000228775 0.000208723 0.000246902 0.000176181 0.000296978 0.000259779 0.000170339 0.000146126 0.000368716 0.000151492
threshold=0.073890000000000011 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 -0.23073999999999997 1.0000000180025095e-35 -0.036459999999999992 0.14000500000000002 0.12649500000000002 0.082310000000000008 0.085945000000000008 -0.08262499999999999 -0.10071499999999999 -0.14917999999999998 -0.070894999999999986 0.15927500000000003 0.033525000000000006 0.09252500000000001 -0.0025949999999999997 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 9 10 11 17 -13 -12 15 -15 -16 18 19 -8
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 13 12 -14 14 16 -17 -18 -19 -20 -21
leaf_value=-0.0009557572114884485 -0.0011532083231299314 -0.00073758343690539954 4.7353311771966803e-05 0.0011003437797224142 -0.00062632779695802093 0.00060987760468572151 0.0004607620634092269 0.0010614911720093088 -0.0010971344192988166 -0.00078582474316387871 0.00054305569299120703 0.001179302368679373 0.00023111215963120293 -0.0011996104054363107 0.00050348616319336153 -0.00011399531280212552 -0.00031205264227458042 -0.00041971052462574053 0.0011363127505873436 -0.00037155542766325841
leaf_weight=0.0011464203676293796 0.0010329787065909276 0.0010084131751325947 0.0017909069767751964 0.0011350236137537273 0.0013704633387963188 0.0016492077355530618 0.0010543856357432685 0.0010263024841931081 0.0010427255243241609 0.0011927314333874802 0.0010701333762881404 0.0015145527269908587 0.0018487016517130597 0.0013251589284920765 0.0017301754017167914 0.0013478522111887159 0.0014083923463227288 0.001242295422101275 0.0010709733210198802 0.001785621323548349
leaf_count=576 135 320 177 77 150 288 53 52 67 382 31 78 290 616 257 77 101 52 39 92
internal_value=0 2.43101e-05 6.81756e-05 0.000455828 1.81826e-05 5.33365e-05 7.51367e-06 5.40655e-05 -4.56793e-06 6.40987e-05 0.000129933 0.000320705 0.000658105 -0.000106159 -0.000225704 -0.000652195 0.000137523 0.000100503 0.000265745 -6.25479e-05
internal_weight=0 0.0267604 0.025614 0.00292593 0.0226881 0.0216797 0.0200305 0.01866 0.0176337 0.016591 0.0153982 0.00851653 0.00336325 0.00688171 0.00581158 0.00267301 0.00313857 0.00515328 0.00391098 0.00284001
internal_count=3910 3775 3199 254 2945 2625 2337 2187 2135 2068 1686 604 368 1082 1051 693 358 236 184 145
is_linear=0
shrinkage=0.00174112


Tree=2225
num_leaves=22
num_cat=0
split_feature=1213 14 1456 11 453 1374 0 2 1 159 150 15 40 0 0 130 1 16 16 52 0
split_gain=0.000448565 0.000342217 0.00026575 0.00022463 0.000235619 0.000239201 0.000255703 0.000163701 0.000283351 0.000226687 0.000185726 0.000183749 0.000243205 0.000181047 0.000283558 0.000201293 0.000177979 0.00014973 0.000255027 0.000263712 0.000139205
threshold=-1.0000000180025095e-35 0.064610000000000015 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.11260500000000001 0.084795000000000023 0.09141500000000001 0.086420000000000011 -0.10312999999999999 -1.0000000180025095e-35 -0.10071499999999999 -0.087614999999999985 -0.0015749999999999998 0.12646500000000002 -0.083144999999999983 0.20277000000000003 -0.40083499999999994 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 9 -9 10 11 -8 -13 20 -15 -16 -10 -17 -19 -20 -14
right_child=1 -3 3 -5 -6 6 7 8 16 -11 -12 12 13 14 15 17 -18 18 19 -21 -22
leaf_value=-0.0010010902559269919 -0.00078029392293082914 -0.00091404142964221014 -0.00050280237047354898 -0.00058598757993235415 -0.00061795989442153386 0.00088764961002894491 -0.00031980691741809609 -0.00022286949121936531 0.0011663639223547966 -0.00062304129169448537 -0.00053788921108072251 -0.00049971036008701576 0.00042354799119254701 -0.00057367447468909937 -0.00026676763233794628 0.00099921593564278842 0.00031051700785393772 -0.00013947223111215594 7.1931223327782794e-05 0.0011400562890667037 0.0011896871468224848
leaf_weight=0.0012503983815888289 0.0010085068319420762 0.0010466898518209497 0.001389200155585967 0.0012833792450832595 0.0011154918539113537 0.001468808038857179 0.0016906248629521567 0.0011564589537156741 0.0014523527975661976 0.0011624664878824983 0.0010375382600255551 0.0010496555992671889 0.001802587746693618 0.0011012327906920758 0.0012533543264899869 0.0011999802458999001 0.0012804945292604099 0.0018649966162654899 0.0011566029219178958 0.0014702781785955743 0.001051722966140642
leaf_count=592 309 122 66 123 88 78 223 159 148 193 176 116 80 237 129 120 185 583 137 32 14
internal_value=0 2.41656e-05 6.19415e-05 9.59348e-05 0.000132856 0.000169934 0.000214019 0.000163871 0.00047151 8.83387e-05 0.000144676 0.000196592 0.000269647 0.00034373 0.000215277 0.000340373 0.000765351 0.000474067 0.000333776 0.000669766 0.000705846
internal_weight=0 0.0270424 0.0259957 0.0249872 0.0237038 0.0225884 0.0211992 0.0197303 0.00388931 0.015841 0.0146786 0.013641 0.0119504 0.0109008 0.00804645 0.00694521 0.00273285 0.00569186 0.00449188 0.00262688 0.00285431
internal_count=3910 3318 3196 2887 2764 2676 2610 2532 492 2040 1847 1671 1448 1332 1238 1001 333 872 752 169 94
is_linear=0
shrinkage=0.00167351


Tree=2226
num_leaves=21
num_cat=0
split_feature=14 1213 1456 1374 453 0 1 4 15 11 4 42 0 12 130 3 2 3 48 3
split_gain=0.000438008 0.000440932 0.000300411 0.00020259 0.000190154 0.000250297 0.000166132 0.000328019 0.000257941 0.000241518 0.000238448 0.000243846 0.000276785 0.0002129 0.000137377 0.000233613 0.000270016 0.000327088 8.79145e-05 6.82631e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.11235500000000002 0.24280000000000004 -0.017214999999999998 0.080455000000000013 -0.0021099999999999995 0.083725000000000008 -0.10209999999999998 -1.0000000180025095e-35 -0.0015749999999999998 -0.100615 0.084065000000000015 0.10420500000000001 0.086870000000000017 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 9 8 18 10 13 12 -12 -7 -15 -16 -17 -18 -8 -9
right_child=-2 2 3 4 -6 6 7 19 -10 -11 11 -13 -14 14 15 16 17 -19 -20 -21
leaf_value=-0.00093948243391253335 -0.0010577619465071001 -0.0007798937449968004 -0.00048971620594346786 0.00081845952495920382 -0.00053177960325848106 0.00093675435223749073 -0.00061684044344925335 0.00052887350583001504 0.0006506686769647054 -0.00066481696794066787 -0.00094233723695930083 0.00027966044598723346 -3.2708660569401198e-06 -0.00033938383741533452 0.00072220835854692415 0.00061116911723652436 -0.00062416259857237682 0.00043371441526985011 4.4101749751998763e-05 0.0010939967029508597
leaf_weight=0.0011740806023671632 0.0010038493116958499 0.0010360955497643936 0.0014010446613514907 0.0014470469630571926 0.0010409091858132316 0.0010535228449154834 0.0010787238897336238 0.0010022377206737251 0.0011515501185650479 0.0011613063209217058 0.0015297513790137884 0.0019122371310593134 0.0017310548966766046 0.001179427857171152 0.0019642811278500717 0.0015545011530994106 0.0019193839423061361 0.0012478778713820304 0.0010065820956657867 0.0012339241574004867
leaf_count=576 135 310 66 78 90 128 56 74 72 132 94 259 200 161 121 312 667 48 90 241
internal_value=0 2.44503e-05 6.857e-05 0.000104283 0.000140132 0.000171675 0.000126518 0.000366934 3.96277e-05 4.02554e-05 9.83594e-05 -0.000176381 -0.000443818 0.00025771 0.000166757 0.000256041 6.2112e-05 -0.000207367 -0.000297802 0.000840711
internal_weight=0 0.0268255 0.0256515 0.0246154 0.0232143 0.0221734 0.0207264 0.00547302 0.00323686 0.0152533 0.014092 0.00517304 0.00326081 0.00891899 0.00786547 0.00668604 0.00472176 0.00316726 0.00208531 0.00223616
internal_count=3910 3775 3199 2889 2823 2733 2655 533 218 2122 1990 553 294 1437 1309 1148 1027 715 146 315
is_linear=0
shrinkage=0.00160853


Tree=2227
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 124 403 0 15 16 0 13 15 15 13 13 52 47 1 15
split_gain=0.000539202 0.000389245 0.00033278 0.000294813 0.000240259 0.000226002 0.000215137 0.000275025 0.000250521 0.000392161 0.0002443 0.000326647 0.000251295 0.000185801 0.000155271 0.000354492 0.000151142 0.000110655 0.000175396 1.18744e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.048219999999999992 0.03138500000000001 -0.10071499999999999 -0.07142999999999998 -0.19424999999999998 -0.074514999999999984 -0.073799999999999991 -0.053579999999999996 0.088190000000000004 0.11596500000000001 -0.088854999999999976 -0.074484999999999982 0.092645000000000019 0.094695000000000015 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 16 -10 11 -9 -12 -8 15 -14 -7 18 -18 -19
right_child=-2 2 3 -5 5 6 13 10 9 -11 12 -13 14 -15 -16 -17 17 19 -20 -21
leaf_value=-0.00093526794414279491 -0.0012379466960126288 -0.0008553497841075606 0.00076057902439133633 -0.00067928109064870155 0.0006551307650658931 -0.00042356815655324051 4.355171587090901e-05 -0.00020276554616533362 1.2188801738819247e-05 0.0012702211670935339 0.0006332557187819194 -0.0013778006680294028 0.0001714396658516094 0.0010065010729452691 0.00021113954320156871 -0.0010104453351459008 -5.3831595614767793e-05 -1.4809213631961808e-05 0.00076369528281999691 -0.0002742150105487766
leaf_weight=0.0011689483992270494 0.0010135365880135907 0.0010853814579092754 0.0017513918530961221 0.0013117399482327477 0.0019857942501242077 0.0017349285230605638 0.0011306451752483007 0.0019351170668317347 0.0015175093925133831 0.0013772909029885413 0.0013183667406272449 0.0010707826583699247 0.0014178811817844306 0.0012072528789834891 0.0016288002563520365 0.0015454383993706708 0.0014917964942253725 0.0010112059358449166 0.0015688045835847708 0.0010460800076934618
leaf_count=578 126 312 141 123 293 71 158 629 99 51 242 468 36 49 35 289 67 56 67 20
internal_value=0 2.91923e-05 7.07384e-05 0.000109323 0.000151137 0.000104705 5.26603e-05 -8.48562e-06 0.000189693 0.000610737 -0.00022514 -0.000621345 -2.36415e-05 0.000540803 -0.000212232 -0.00044494 1.1834e-05 0.000159432 0.000365217 -0.000146711
internal_weight=0 0.0283052 0.0271362 0.0260508 0.0247391 0.0229877 0.0210019 0.018664 0.00974762 0.0028948 0.00891639 0.0030059 0.00591049 0.0023379 0.00459212 0.00296332 0.00685282 0.00511789 0.0030606 0.00205729
internal_count=3910 3784 3206 2894 2771 2630 2337 2130 431 150 1699 1097 602 207 360 325 281 210 134 76
is_linear=0
shrinkage=0.00170698


Tree=2228
num_leaves=21
num_cat=0
split_feature=1213 1456 453 4 11 14 0 42 52 15 15 3 0 0 1 49 12 3 16 0
split_gain=0.000379317 0.000309673 0.000170798 0.000181771 0.000197596 0.000187371 0.000148851 0.000300519 0.000288872 0.00021995 0.000475812 0.000217514 0.000285128 0.000216027 0.000224089 0.000205674 0.000126681 0.000122666 0.000104506 2.34142e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27608500000000008 1.0000000180025095e-35 -0.46637499999999993 -0.017269999999999997 -0.11145999999999999 -0.040174999999999995 -0.0058549999999999991 -0.053579999999999996 -0.089974999999999986 -0.083424999999999985 -0.089879999999999974 0.085990000000000011 -0.047309999999999998 0.086305000000000007 -0.021064999999999997 -0.057604999999999996 -0.07700499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 -3 -8 10 13 -11 17 14 -9 -16 -10 -13 -17 -14
right_child=1 2 -4 5 -6 -7 8 9 16 11 -12 12 19 -15 15 18 -18 -19 -20 -21
leaf_value=-0.00088090102633610226 -0.00080000815803473878 -0.00079671842257984945 -0.00055120720159968514 -8.0771939413559654e-05 -0.00062859587471632576 0.00074265681276344353 0.0010308671458925925 -0.00074857278332295639 0.00044869786021505329 -0.00033318309422293422 -0.001036478087165808 0.0010198734999815643 0.00011078958328866568 0.00051215475345785775 0.00051458886709347901 -0.00042428659465547759 -0.00023030228693749215 0.00042334594965014774 0.00015988392183118117 -0.00022315071773448819
leaf_weight=0.0011593257270481388 0.0010480243873794244 0.0010461905539811108 0.0010530240323471931 0.0010263440291296277 0.0010207767297406708 0.0018533773562591739 0.0010584860246589944 0.0010607028535630468 0.0011951973040212954 0.001161159644482157 0.0011331506788465756 0.0014469943644007388 0.0010035104608179246 0.0017602697751458 0.0014762395631817138 0.0018152752227063029 0.0014579972177555245 0.0019137629525367572 0.0012266614061942072 0.0010039993816188903
leaf_count=592 332 128 91 65 195 349 109 226 60 128 307 192 221 369 82 72 38 83 43 228
internal_value=0 2.31338e-05 5.80413e-05 8.51567e-05 3.47102e-05 0.000449184 6.89765e-05 4.44211e-06 0.000347999 6.03135e-05 -0.000104031 0.00027356 0.000404799 3.99365e-05 -0.00010906 4.10747e-05 7.55702e-05 0.000680184 -0.00018872 -5.62212e-05
internal_weight=0 0.0257611 0.0247131 0.0236601 0.0207804 0.00287972 0.0197596 0.0160479 0.00371168 0.0150017 0.0084723 0.00652943 0.00536827 0.00733915 0.00557888 0.00451818 0.00265319 0.00336076 0.00304194 0.00200751
internal_count=3910 3318 2986 2895 2481 414 2286 2079 207 1951 1099 852 724 792 423 197 98 275 115 449
is_linear=0
shrinkage=0.00154607


Tree=2229
num_leaves=23
num_cat=0
split_feature=1213 14 1456 1374 11 453 0 3 403 160 42 0 43 3 47 47 1 4 16 52 13 16
split_gain=0.000460486 0.000398924 0.000262765 0.000224555 0.000229636 0.00024186 0.000248279 0.000180003 0.000176028 0.000240246 0.000196705 0.00021772 0.000168461 0.000467248 0.000301873 0.000200701 0.000230091 0.000397645 0.000257594 0.000172949 0.000158774 8.46383e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 -0.230625 -0.15002999999999997 0.03138500000000001 -0.11175999999999998 -1.0000000180025095e-35 -0.062649999999999983 -0.057994999999999998 -0.075954999999999981 0.09550500000000002 0.077735000000000012 0.11198000000000001 -0.0017649999999999999 0.15737500000000001 0.048490000000000012 -0.012339999999999999 -0.08909499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 9 -9 11 -11 13 19 15 16 17 18 21 -12 -10 -14
right_child=1 -3 3 4 -6 -7 7 8 20 10 12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00095778807752375391 -0.0007062847337753539 -0.00090307411243995906 -0.00049395053311443362 0.00085657703487688108 -0.00051116115822241748 -0.00054069503952272439 0.00062907189590590581 -0.00061932734085363332 0.00094624952396499132 -0.0008081029624987298 -0.0002389427256842077 0.00017375884444106393 0.00021196623260279429 0.0011148494846888049 0.00069277736550482237 -0.00061746611977410123 0.00066831545988734842 -0.00075442035389784539 -0.00037697658625204507 0.00050611973116142987 0.00014940627601681337 0.00083294549663020948
leaf_weight=0.0011671651433308441 0.0010109848642997415 0.0010465134496049624 0.001465006743403662 0.0012071426163560118 0.0012631016806849962 0.00109758906026891 0.0016455452616413865 0.00114673722312325 0.0010126404362571506 0.0010702445718625483 0.0017530623802474521 0.0010071244538626114 0.0010068939375607044 0.0014520815898569819 0.0013815010610402911 0.0013098240628330871 0.0010859488604254494 0.0014824858988461594 0.0011458373457581272 0.0012097411519469414 0.0013277938434151917 0.00101021284955638
leaf_count=592 310 119 66 70 123 88 135 298 98 466 347 57 55 294 64 32 136 104 72 48 118 218
internal_value=0 1.45416e-05 5.13465e-05 8.18863e-05 0.000117609 0.00015314 0.000188969 0.00014877 0.000105821 4.9231e-05 0.000100633 -0.000332089 0.000170656 0.000410485 4.49458e-05 -8.21603e-05 4.01762e-05 -0.000106662 0.000196945 6.52734e-05 0.000494178 0.000522967
internal_weight=0 0.027138 0.0260915 0.0250805 0.0236155 0.0223524 0.0212548 0.0200477 0.0184021 0.0160617 0.014915 0.00207737 0.0128376 0.00441489 0.0084227 0.0070412 0.00573138 0.00464543 0.00316294 0.0029628 0.00234043 0.00201711
internal_count=3910 3318 3199 2889 2823 2700 2612 2542 2407 2191 1893 523 1370 689 681 617 585 449 345 395 216 273
is_linear=0
shrinkage=0.00151575


Tree=2230
num_leaves=16
num_cat=0
split_feature=124 50 47 4 12 43 16 16 403 15 13 52 4 0 1
split_gain=6.39852e-05 7.047e-05 0.000129033 0.000144182 0.000146968 0.000130784 0.000128419 0.000160028 0.000120594 0.000100007 7.59111e-05 0.000139556 0.000210295 5.95469e-05 3.81466e-05
threshold=0.0049200000000000008 0.10119500000000002 0.117025 0.25367000000000006 0.10129000000000001 -0.17307499999999998 0.15737500000000001 -0.004514999999999999 0.085745000000000016 0.084050000000000014 -0.084184999999999996 -0.0058499999999999993 0.039965000000000007 -0.11756999999999999 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 -7 14 -13 -5 -12
right_child=-2 -3 -4 13 -6 6 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0024735386340706163 0.0019137825835793417 -0.0020823508168703671 -0.002724154084187541 0.00089321523419448883 -0.0026984754658191446 -0.0019124800425742415 -0.0020940800289104989 0.0022528881015275934 0.001940528282050975 -0.0028283956350909681 -0.0022189214491460992 0.0041886203148449623 -0.00079926363915645328 0.0033686901109556341 -0.00011671102718320502
leaf_weight=0.0013199505063727886 0.0010219170850312665 0.0010875063233930183 0.0010332886315151937 0.0014870099520929384 0.0012892617785088675 0.0013554716363868118 0.0018212472697729251 0.00191932916312021 0.0012789565819644189 0.0011643408044572714 0.0010921918990462612 0.001057927293769286 0.0010673805685727927 0.0010365797663972531 0.001078195227875646
leaf_count=97 91 460 126 175 330 341 394 373 170 719 101 122 56 256 99
internal_value=0 -0.000122483 -4.08104e-06 0.000161563 -0.000143916 0.000106445 -0.000157555 0.000194648 -0.000293394 -0.000712598 -0.000276669 0.000239498 0.00168359 0.00191003 -0.00117459
internal_weight=0 0.0190886 0.0180011 0.0169678 0.0144443 0.013155 0.011835 0.0100138 0.00809446 0.00681551 0.00565117 0.00429569 0.00212531 0.00252359 0.00217039
internal_count=3910 3819 3359 3233 2802 2472 2375 1981 1608 1438 719 378 178 431 200
is_linear=0
shrinkage=0.00792826


Tree=2231
num_leaves=22
num_cat=0
split_feature=14 1213 1456 11 3 13 52 39 403 0 42 2 15 12 16 457 2 1 42 3 2
split_gain=0.000395317 0.000386705 0.000248393 0.000284625 0.000208487 0.000197497 0.000206989 0.000206204 0.000273202 0.000275657 0.00029325 0.000258091 0.000244072 0.000222534 0.00019144 0.000169268 0.000196189 0.000228797 0.000161423 0.000124252 8.27146e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.090640000000000012 0.005105000000000001 0.03138500000000001 -0.10131499999999999 0.088235000000000022 0.10325000000000002 -0.017214999999999998 0.085250000000000006 -0.0083999999999999995 -0.0015249999999999997 0.11203000000000002 0.094695000000000015 0.092145000000000019 0.086245000000000016 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 20 8 9 14 11 13 -9 -11 15 -7 17 19 -12 -17 -6
right_child=-2 2 3 -5 5 7 -8 12 -10 10 18 -13 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.00087999141818114401 -0.00099899191559702297 -0.00071538394299798546 0.00067359527508057749 -0.0006379825447261529 0.00036892771184331716 -0.00063056673137670512 -9.6354119175099252e-05 1.2348722157922745e-05 0.00052420221877363688 -0.00055619228696189105 0.00047439777976615257 -2.0453595453894229e-05 0.0010420556921554016 -0.0015447015909646287 0.00064613595197397366 -0.00045979868763622517 -0.00052884204118802648 0.00072559014905143149 -0.00034922883219971434 0.00025519137492916518 0.0008865528419099314
leaf_weight=0.0011773305796005237 0.0010172171262817905 0.0010220151726434831 0.0017143574356185019 0.0013061497854089934 0.0016689333859507228 0.0010644244799472291 0.0015702030894207963 0.001410556964813113 0.0018427377574594108 0.0013365415861552633 0.0011224825328723931 0.0010048719042359266 0.0010308504114656248 0.0010538484541452817 0.0012376878071051981 0.0011235857759683832 0.0011020024396395378 0.0015392999047483258 0.0013636618697070724 0.0014282512178329654 0.0015319106123485686
leaf_count=576 135 310 136 123 128 38 111 279 162 287 210 116 55 537 40 46 54 49 340 29 149
internal_value=0 2.20383e-05 6.2152e-05 9.33733e-05 0.000132935 9.16147e-05 0.000382 1.31674e-05 -5.6446e-05 -0.000136435 -0.000397105 -0.000704455 0.000447128 -0.000991995 6.81089e-05 -4.62194e-05 7.35528e-05 0.000235816 2.26347e-05 -5.96221e-05 0.000616661
internal_weight=0 0.0276517 0.0264744 0.0254524 0.0241462 0.0224319 0.00477105 0.0176608 0.0152194 0.0133767 0.00588141 0.00339526 0.00244141 0.00239039 0.00749525 0.00625756 0.00519314 0.00409114 0.00248614 0.00255184 0.00320084
internal_count=3910 3775 3199 2889 2766 2630 388 2242 1908 1746 1490 940 334 824 256 216 178 124 550 75 277
is_linear=0
shrinkage=0.00160853


Tree=2232
num_leaves=26
num_cat=0
split_feature=14 1213 51 1 47 38 124 13 43 3 0 42 0 474 52 49 16 0 15 52 1 12 4 2 4
split_gain=0.00053013 0.000403581 0.000337369 0.000369716 0.000382332 0.000376594 0.000555217 0.000277499 0.000312293 0.000258808 0.000347204 0.000272902 0.000233968 0.000231413 0.000301761 0.000418199 0.00033512 0.000505714 0.000203807 0.000184905 0.000181275 0.000180868 0.000179921 0.000157948 3.18243e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.11939500000000002 1.0000000180025095e-35 -0.036134999999999994 -0.094679999999999986 0.098320000000000005 -0.100615 -0.06340999999999998 0.091330000000000008 -0.083424999999999985 0.084655000000000022 -0.0025949999999999997 -0.045004999999999996 -0.19424999999999998 -0.15137999999999999 -0.042544999999999993 -0.048794999999999991 0.092550000000000007 0.093225000000000016 0.0021050000000000005 0.106035 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 18 9 19 11 12 13 14 15 22 -16 -18 -8 -9 -19 -21 -11 24 -20
right_child=-2 2 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15 16 -17 17 20 23 21 -22 -23 -24 -25 -26
leaf_value=-0.00091588826203228054 -0.0011879838969724454 -0.0008830595364876289 0.0011216411384598504 0.00090800897454526304 -0.00095809415875443076 -0.00092383508718905569 -4.1781288175990088e-05 0.00098114827387950614 -0.00094961968665140172 -0.00050609923867063109 -0.00099319955918598501 0.00065929270046435418 -0.00073615977230551155 0.00074919185229417454 -0.00044169004467695702 -0.0013290701231649647 0.0014709782349285761 0.00044497111226625121 0.00075082803671360832 -0.00033074223723285551 -0.00046728740832841729 0.00058303173399639483 0.00040413966355796338 0.00013345303553252347 0.0011750807284564577
leaf_weight=0.0013208448195900216 0.0011189769834689519 0.0010925937245574438 0.0015166637244182204 0.0015014591429313709 0.0010784255201450313 0.0010483623613179163 0.0017533452775803093 0.0011662556970560845 0.0010309588650048154 0.0013732235186219022 0.0011357962916530269 0.0015661661672458577 0.001470279076475651 0.0010550078310816039 0.0017986523390287413 0.0011441362258135506 0.0010309353029480609 0.0014963947796823368 0.0010531254046513006 0.0011751127875553073 0.0011021566448219389 0.0013635170736615854 0.0011734291557559118 0.0010064726092484655 0.0010085919101565635
leaf_count=578 126 126 230 154 94 70 147 161 180 79 191 342 372 133 99 248 25 240 47 79 29 79 19 27 35
internal_value=0 7.65028e-06 4.81217e-05 8.3146e-05 3.81866e-05 7.87786e-05 0.000120128 5.65824e-05 -3.58679e-05 1.63196e-05 -8.75493e-05 -9.6837e-06 -9.96621e-05 -7.67914e-06 -9.52448e-05 -0.000471822 0.000160804 0.00045938 0.00042247 0.000418524 5.80433e-05 0.000160053 -8.66856e-05 0.00068777 0.000958372
internal_weight=0 0.0314619 0.0301411 0.0290485 0.027547 0.0264686 0.0254202 0.0239036 0.019082 0.0180511 0.0143462 0.0132104 0.0116442 0.0101739 0.00911893 0.00369079 0.00542814 0.00362949 0.00482154 0.00370489 0.00259855 0.00253863 0.00254665 0.00306819 0.00206172
internal_count=3910 3784 3206 3080 2926 2832 2762 2532 2276 2096 1777 1586 1244 872 739 346 393 294 256 319 269 158 98 109 82
is_linear=0
shrinkage=0.00170698


Tree=2233
num_leaves=23
num_cat=0
split_feature=14 1213 1456 1374 11 453 1 151 403 4 2 3 1 0 14 43 4 130 42 15 0 15
split_gain=0.000514883 0.000373744 0.000260494 0.000264949 0.000251795 0.000272166 0.000283366 0.000342537 0.000349493 0.000320064 0.000285232 0.000572182 0.000249706 0.000245455 0.000239321 0.000169799 0.000153357 0.000116276 0.000190559 0.000157633 0.000139246 8.07601e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 1.0000000180025095e-35 -0.039414999999999999 0.03138500000000001 -0.23071499999999998 1.0000000180025095e-35 0.090325000000000003 0.095575000000000007 -0.087614999999999985 -0.24487499999999998 -0.079804999999999987 0.15927500000000003 -1.0000000180025095e-35 0.092145000000000019 0.088190000000000004 0.14676000000000003 -0.072424999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 13 -8 9 -9 12 -12 -11 16 -13 -14 -5 -15 19 20 -19 -17
right_child=-2 2 3 4 -6 -7 7 8 -10 10 11 14 15 17 -16 21 -18 18 -20 -21 -22 -23
leaf_value=-0.00083584698825135229 -0.0011128511507538632 -0.00070473875506505594 -0.00056760851001007653 -0.0007441481326197144 -0.00053428517758220568 -0.00057776088283493046 0.00096824601257824343 -0.00068597104620917706 0.0011084400651090777 -0.00057224380094789856 0.0012292649099493282 -0.00043929501928604566 -0.00018601367242249183 -0.00031546302364147656 0.0004919848625252165 0.0002068539433033418 2.951851954091889e-05 -4.6173014123484845e-05 -0.00034952774730874557 0.00094725180376305435 0.00063903523746886102 0.00082233827490322338
leaf_weight=0.0012136047562542459 0.0010325033392114538 0.0010691760225007623 0.0014437788828658418 0.0015272889805975874 0.0013536699589413717 0.0011661907956108655 0.00189415696126466 0.0010074338445912297 0.0010621765625494781 0.0014125970400444884 0.0017911569561702197 0.0012134378622032788 0.0015709474264672882 0.001081753769604954 0.0015794982710840566 0.0011223799127428359 0.0010932552065856249 0.00183524513431714 0.0010384608924416255 0.001010765640861222 0.0012331187144063449 0.001004813908379365
leaf_count=578 126 312 66 350 123 88 275 136 58 265 190 42 85 95 107 97 89 372 212 134 28 82
internal_value=0 2.06046e-05 5.83852e-05 8.92418e-05 0.000127178 0.000165047 0.000203584 0.000345865 0.000245658 0.000160028 0.00024794 0.000533549 -8.23794e-06 -1.67536e-05 8.73747e-05 0.000207198 -0.000421385 0.000154289 0.000253585 0.000407125 0.0002292 0.000497588
internal_weight=0 0.0287249 0.0275113 0.0264421 0.0249983 0.0236447 0.0224785 0.0136586 0.0117644 0.0107023 0.00969483 0.00458409 0.00511074 0.00881989 0.00279294 0.00369814 0.00262054 0.00619934 0.00511759 0.00407913 0.00306836 0.00212719
internal_count=3910 3784 3206 2894 2828 2705 2617 1337 1062 1004 868 339 529 1280 149 264 439 841 746 534 400 179
is_linear=0
shrinkage=0.00157699


Tree=2234
num_leaves=24
num_cat=0
split_feature=14 1213 1456 11 3 1374 453 0 403 160 159 42 3 150 43 47 47 3 13 16 0 43 0
split_gain=0.000563799 0.000393996 0.000305158 0.000283037 0.000268258 0.00022643 0.000195774 0.00032625 0.000181383 0.000216486 0.000192318 0.000270857 0.000278351 0.000255944 0.000288172 0.000287018 0.000367159 0.000283115 0.000187514 0.000159521 0.000146943 0.000172991 9.4316e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.094679999999999986 1.0000000180025095e-35 -0.230625 0.03138500000000001 -0.11175999999999998 0.10392000000000001 -1.0000000180025095e-35 -0.028189999999999996 0.08882000000000001 -0.069974999999999996 0.09550500000000002 0.082465000000000024 -0.080884999999999985 -0.012339999999999999 0.099280000000000021 -0.099024999999999988 0.079060000000000005 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 9 -9 11 12 -11 14 17 16 20 -13 -10 -19 22 -22 -16
right_child=-2 2 3 -5 5 6 -8 8 18 10 -12 13 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24
leaf_value=-0.00087969067561632279 -0.0012011655877361099 -0.00078138549909711357 0.00073028673247983657 -0.00063258895476834664 -0.000525880211580877 0.00096554290788510727 -0.00054176801507283565 -0.00063596473648922999 0.0010411700608504849 -0.00098674453655328846 -0.00058013632978484969 0.00021735800504807092 0.00020919809825294214 -0.00048760825781806594 0.00018058491423520931 0.00080740099615804841 -0.00077054958288026222 0.0015559453866006757 0.00012783072281782843 0.00063745957755199434 -0.00045577391457072512 0.00039794382067059642 0.00085372147035813037
leaf_weight=0.0012594323850399899 0.0010586770412076138 0.0011173274820615161 0.0018755161929638565 0.0013694101532160099 0.0015249517660560477 0.0012825747466074155 0.0011146900028062836 0.0011514877114794713 0.0010763587331628077 0.0010633204016725524 0.0010427942339519677 0.0018903259431352487 0.001032636503748797 0.0011829421404534616 0.0011934490979932377 0.0013677697156840862 0.0013761433668868506 0.0010233624089183626 0.0013820417001910159 0.0010127427805102229 0.0014388320021649038 0.0011492728257643803 0.0010562012590159464
leaf_count=578 126 312 141 123 66 70 87 298 98 435 166 205 62 175 40 69 30 181 118 76 349 45 60
internal_value=0 1.78206e-05 5.8592e-05 9.38661e-05 0.000133284 8.53564e-05 0.000128041 0.000164072 0.000111193 5.0892e-05 0.000100855 0.000148879 -0.000397527 0.00023912 0.000313822 0.000126982 -2.2788e-05 0.000674596 0.000527717 0.0010991 0.00018992 -7.66723e-05 0.00049662
internal_weight=0 0.0289836 0.0277242 0.0266068 0.0252374 0.0233619 0.0218369 0.0207223 0.0194397 0.0169813 0.0158298 0.014787 0.00209596 0.012691 0.0115081 0.00758167 0.0062139 0.00392643 0.0024584 0.00203611 0.00483776 0.0025881 0.00224965
internal_count=3910 3784 3206 2894 2771 2630 2564 2477 2407 2191 1893 1727 497 1230 1055 593 524 462 216 257 494 394 100
is_linear=0
shrinkage=0.0016407


Tree=2235
num_leaves=15
num_cat=0
split_feature=2 0 12 48 52 0 159 52 4 13 12 15 4 1
split_gain=7.31299e-05 0.000129036 0.00014174 0.000175478 0.000140047 0.000144313 0.000116413 0.000125444 9.75683e-05 9.39741e-05 0.000109114 8.53617e-05 7.50678e-05 0.00010342
threshold=0.099015000000000006 -0.017269999999999997 -0.0089849999999999982 0.087945000000000009 0.086950000000000013 -0.10071499999999999 0.079875000000000015 0.15091000000000002 -0.077679999999999985 -0.073799999999999991 0.093225000000000016 -1.0000000180025095e-35 -0.0021099999999999995 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 7 9 -7 10 -2 -11 -4 -14
right_child=6 -3 3 -5 -6 8 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.0040894622142396949 0.0040338516634183981 0.0020809035434017058 -0.00024141781290405533 -0.0034717819435419999 -0.0027439010177535759 0.0010779359002279249 0.0036995153862145721 -0.0029858519304910383 -0.0025408580185212548 0.00121309191621861 -0.00023114717204122815 -0.0022487489369373646 0.0045317607900294682 0.00060324525647248103
leaf_weight=0.0012379388058690937 0.00146617201943193 0.0017152014933215507 0.0010910835050351453 0.0016573512104343996 0.001439283883703249 0.0013563442585094055 0.00115135118199872 0.0010311026011289859 0.0016940592711390066 0.001553917678775987 0.001034279139640798 0.0013420842342503079 0.0016029818986655932 0.0011734635942309279
leaf_count=188 161 217 102 232 688 513 244 144 723 308 70 219 67 34
internal_value=0 -0.00048814 -0.000879735 -0.000482968 0.000109755 0.000703461 0.000755123 0.000227702 -0.000931782 0.000841717 0.00226969 -0.000391217 0.00199321 0.00287138
internal_weight=0 0.0129677 0.0112525 0.0100146 0.00835722 0.00691793 0.00757891 0.00642756 0.0030504 0.00539645 0.00250045 0.002896 0.00386753 0.00277645
internal_count=3910 2764 2547 2359 2127 1439 1146 902 1236 758 231 527 203 101
is_linear=0
shrinkage=0.010055


Tree=2236
num_leaves=16
num_cat=0
split_feature=41 42 3 40 129 3 133 156 151 16 3 3 51 4 3
split_gain=7.44925e-05 7.84416e-05 0.00012605 0.00011088 0.000127952 0.000144751 0.000288306 0.000143129 0.000128444 0.000135578 0.000125466 0.000189295 0.00015131 8.67623e-05 7.78265e-05
threshold=0.078535000000000008 -0.11403999999999999 -0.10628499999999998 -0.018084999999999997 0.0041150000000000006 -0.078884999999999997 0.083815000000000014 0.087205000000000019 0.056555000000000001 -0.43346499999999993 -0.074234999999999982 0.084925000000000014 0.092720000000000011 -0.06272999999999998 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -4 5 6 -5 8 9 -7 -11 -12 14 -3 -13
right_child=-2 2 3 4 -6 7 -8 -9 -10 10 11 12 -14 -15 -16
leaf_value=-0.0018618821803312274 -0.0018566080721619349 0.00063863586496302669 0.001724665071176108 -0.004721488514721206 0.0022557197462516046 -0.001752431432409163 0.00037770351041581965 -0.0027515623335738542 -0.0021200048900695025 0.0031717574556495067 -0.0013685624736156532 0.00093928816569171787 -0.00087021672707442502 0.0033651666061029228 0.0035924782400537352
leaf_weight=0.0010831281269245699 0.0011621206138088249 0.0017101742813529497 0.0017320308152216088 0.0012071542964145277 0.0010257044208545488 0.0012188640493712658 0.0012699523430106524 0.0010169933089886939 0.001159754643030698 0.0011766019963610364 0.0019794992460271145 0.0010527997300204817 0.0010555715280415878 0.0010522355015598643 0.0014910419828605206
leaf_count=192 195 209 334 821 142 144 625 173 63 266 422 31 88 123 82
internal_value=0 9.12114e-05 0.000207776 -5.6047e-05 -0.000281934 -0.00048805 -0.00210726 -9.29268e-05 0.000203085 0.000540944 0.000954727 0.000487151 0.0015077 0.0016772 0.00249442
internal_weight=0 0.0192315 0.0181484 0.015386 0.0136539 0.0126282 0.00247711 0.0101511 0.00913413 0.00797438 0.00675551 0.00557891 0.00359941 0.00276241 0.00254384
internal_count=3910 3715 3523 3191 2857 2715 1446 1269 1096 1033 889 623 201 332 113
is_linear=0
shrinkage=0.00747098


Tree=2237
num_leaves=23
num_cat=0
split_feature=1213 1456 475 38 124 13 132 42 43 12 3 2 2 2 2 3 2 16 2 15 2 3
split_gain=0.000360009 0.000369433 0.000205124 0.000212157 0.000441317 0.00023644 0.000281701 0.000219454 0.000219289 0.00019615 0.000219399 0.000172096 0.000360485 0.000278574 0.000260762 0.000254542 0.000235921 0.000229776 0.000213025 0.000187766 0.00034412 0.000140873
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 -0.048219999999999992 -0.094679999999999986 0.079995000000000011 -0.11145999999999999 0.021175000000000003 0.088375000000000023 0.10666500000000002 0.096750000000000017 0.10510500000000002 0.11230000000000001 0.11635500000000001 -0.10628499999999998 0.086650000000000019 -0.090809999999999988 0.08919500000000001 -0.064869999999999983 -1.0000000180025095e-35 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 9 7 -7 11 -6 -11 15 -13 -14 -15 -9 19 -18 -19 20 -17 -21
right_child=1 2 3 -5 5 6 -8 8 -10 10 -12 12 13 14 -16 16 17 18 -20 21 -22 -23
leaf_value=-0.00087094043157716393 -0.00088766520683132642 -0.00066189090743694161 0.00097088950904843042 -0.00063105577693830031 0.00078440711056726128 -0.00068487111186390495 0.00072565103061897394 0.00092191830365687317 -0.00066522118584080902 -0.00036245214639613933 0.00054769884787880872 -0.00096625512623607027 0.0006337906152834961 -0.00088828573482837496 0.00011863791753404554 0.00012670901892947419 0.0008067535165836784 0.00052733381611682869 -0.00051775185429903071 -0.00025422379742974819 -0.0011051670017638762 0.00056033263813061386
leaf_weight=0.0012662349912385814 0.0011519031261292131 0.0010192046935863638 0.0015345625330091149 0.0010607295268635067 0.0019826086988891335 0.0014394464188705975 0.0012818708607939015 0.0010776222182293039 0.0012957589654349335 0.0013654941013278576 0.0014919420447463416 0.0012534601191304682 0.0014046663101513479 0.0010969543326125319 0.0018768675510885922 0.0012263157823352716 0.0017927270039626714 0.0010545977286318606 0.001045553763883017 0.0011036826020124008 0.0012154347444585595 0.0011853648081714668
leaf_count=592 332 258 253 89 205 127 199 73 273 99 35 105 91 46 196 30 61 134 170 300 150 92
internal_value=0 2.28214e-05 6.05412e-05 8.803e-05 0.00011768 6.35555e-05 -1.75682e-05 -7.02961e-05 -1.7097e-05 0.000387885 0.000112761 3.76737e-05 -0.000190456 3.16372e-05 -0.000252786 0.000170111 7.61647e-05 0.00037532 7.04123e-06 -0.000170004 -0.000486484 0.000167588
internal_weight=0 0.0289568 0.0278049 0.0267857 0.0257249 0.0241904 0.0193503 0.0180685 0.016629 0.00484004 0.00285744 0.0153332 0.00563195 0.00437849 0.00297382 0.0097013 0.00862368 0.00389288 0.00210015 0.0047308 0.00244175 0.00228905
internal_count=3910 3318 2986 2728 2639 2386 2047 1848 1721 339 134 1448 438 333 242 1010 937 365 304 572 180 392
is_linear=0
shrinkage=0.0016407


Tree=2238
num_leaves=23
num_cat=0
split_feature=14 1213 1456 1374 11 3 157 159 130 453 151 160 50 2 1 15 49 0 43 43 1 52
split_gain=0.00065483 0.000453076 0.00034134 0.000232576 0.000256981 0.000231496 0.000220938 0.000232346 0.000166266 0.000184953 0.000208346 0.000249467 0.000373962 0.000280311 0.000230671 0.000177023 0.000263662 0.000312684 0.00029892 0.000266299 0.000259033 0.000111842
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 0.088315000000000018 -0.15002999999999997 -0.077534999999999979 0.10497500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.039414999999999999 -1.0000000180025095e-35 0.088160000000000002 0.11835000000000002 0.088965000000000002 0.088495000000000018 -0.069934999999999983 -0.13027499999999997 -0.074254999999999988 -0.092484999999999984 0.092550000000000007 0.042815000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 -8 10 14 -12 13 15 -10 16 -13 -18 19 -19 21 -20
right_child=-2 2 3 4 -6 6 7 -9 9 -11 11 12 -14 -15 -16 -17 17 18 20 -21 -22 -23
leaf_value=-0.00098778512382636987 -0.001336619635280697 -0.00089347213176465613 -0.00057333223969881588 0.00076470069818444797 -0.00060770221077817096 0.00075821823575393738 -0.00037927371751911954 -0.00071696951426524153 7.9035035382350429e-05 -0.00051364512623551148 -0.00045330548486681433 -0.00060721855255830974 0.0011731270220774522 -0.00061370053743348596 0.0011732624494020974 0.00077913582067240831 0.0011393787627448203 2.6304159402254845e-06 0.0005526788132888626 0.0011384216221315344 -0.00083384254816196298 -0.00023953441430047694
leaf_weight=0.0012864639104253886 0.001116271382074179 0.0010734080804248028 0.0014372194022840281 0.0019371268066370349 0.0012982236731031707 0.0016079007151481644 0.0017611429133726755 0.0010323739067100149 0.0010229579352937354 0.0010874773901883286 0.0018255092892167273 0.0012250480182913774 0.0011692752995585707 0.0013247171594618851 0.0013611305760371506 0.0015517881645262807 0.0010602731133624267 0.0012495378238434329 0.0010642557491635325 0.0012536336864399566 0.001296433389047412 0.0010971635125651691
leaf_count=578 126 312 66 141 123 299 222 178 122 80 399 55 177 148 188 189 58 87 98 87 67 110
internal_value=0 2.23297e-05 6.91803e-05 0.000107935 0.000146749 0.000187683 0.000136854 8.78373e-05 0.000130775 0.000181844 0.000227678 0.000147281 0.000236475 0.00013801 0.000703754 0.000239642 0.000138121 0.000268165 0.000113204 0.000571455 -0.000218528 0.000150541
internal_weight=0 0.0290231 0.0277366 0.0266632 0.025226 0.0239277 0.0219906 0.0203827 0.0193503 0.0175892 0.0165017 0.0141176 0.0122921 0.0111229 0.00238409 0.00979813 0.00824635 0.0070213 0.00596102 0.00250317 0.00345785 0.00216142
internal_count=3910 3784 3206 2894 2828 2705 2564 2265 2087 1865 1785 1475 1076 899 310 751 562 507 449 174 275 208
is_linear=0
shrinkage=0.00174112


Tree=2239
num_leaves=15
num_cat=0
split_feature=453 4 11 52 48 0 150 133 43 2 4 13 0 15
split_gain=7.2166e-05 0.000144495 0.000178 9.29586e-05 0.000112253 0.00018269 0.000113455 0.000100999 0.000147863 0.000172111 0.000168008 0.000143134 9.50858e-05 5.46156e-05
threshold=1.0000000180025095e-35 0.40359500000000004 0.077165000000000025 0.18936500000000003 0.091555000000000011 -0.18087499999999998 0.08882000000000001 -0.090054999999999982 0.0016850000000000001 0.10393500000000001 0.074650000000000008 -0.037444999999999992 -0.07773999999999999 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 10 11 -9 13 -13
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.001795045835398415 -0.0020964950621132541 0.0021320800549077673 -0.0033309355013023743 -0.0022020007705801708 -0.00096748207796405262 0.003287751759473885 -0.0023513123872515003 -0.0023615259768856463 0.0024210167442739084 -0.0028586365323424244 0.0026185114682494002 0.00087834359429481926 0.0022081451791472594 -0.0015144865036064584
leaf_weight=0.0014625962212721473 0.0010022622681026263 0.0019504521026369034 0.0010356940874587861 0.0010704580609584213 0.001018337549602677 0.0016812275189761481 0.0012642503421843769 0.0014663129355457355 0.001908090107667266 0.0011602602108532201 0.001685452448606517 0.0011246428478067652 0.0013875517156091951 0.0012842669892302958
leaf_count=409 99 374 220 413 28 284 196 662 230 240 74 53 196 432
internal_value=0 8.49162e-05 -0.00014261 5.73557e-05 0.000213967 0.00168258 -9.71438e-05 0.000151117 0.000435291 -3.19897e-05 0.000440022 -0.000257659 0.00055492 -0.000397351
internal_weight=0 0.0194996 0.0175491 0.0165134 0.015443 0.00269957 0.0127434 0.0114792 0.0100166 0.00810849 0.00694823 0.00526277 0.00379646 0.00240891
internal_count=3910 3811 3437 3217 2804 312 2492 2296 1887 1657 1417 1343 681 485
is_linear=0
shrinkage=0.00792826


Tree=2240
num_leaves=25
num_cat=0
split_feature=14 1213 1456 9 44 124 13 132 0 13 51 52 3 42 49 151 0 4 42 16 2 160 2 16
split_gain=0.000514684 0.000449735 0.000291764 0.000199102 0.000231196 0.000313462 0.000230074 0.000247828 0.000312743 0.000380064 0.000282884 0.000241034 0.000297801 0.000320431 0.000262432 0.000480908 0.000431306 0.000264198 0.000187423 0.000181968 0.000240005 0.000129216 9.3764e-05 8.81779e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081835000000000019 -0.048219999999999992 -0.094679999999999986 0.079995000000000011 -0.053834999999999994 0.11202500000000001 -0.088094999999999993 0.016565000000000003 0.086245000000000016 0.088345000000000021 -0.081419999999999979 -0.044604999999999992 -0.10071499999999999 0.26048500000000002 -0.034284999999999989 0.24895000000000003 0.091525000000000009 0.093550000000000008 0.11260500000000001 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 19 8 10 23 -8 14 13 -13 -12 -16 17 21 -11 20 -7 -17 -22 -10
right_child=-2 2 3 4 -6 6 7 -9 9 18 11 12 -14 -15 15 16 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=-0.00085095983146993932 -0.0010563658207902527 -0.00070756401324483052 0.00076685101105348759 0.00074714649863617583 -0.00065999131082521655 6.9476370590289017e-05 0.00082346902266572928 0.00059386681372482924 -0.00059095788420200906 -0.00039108280073421782 0.00035071757192037121 -0.0004360880653308017 0.00093768482002402247 0.00062455668270265153 -0.0012630279765509604 0.00061374883938745939 -0.00081942707918144576 -0.00054712472149237676 0.00051446431962005434 -0.00023708453253527823 0.0011103918353102327 -3.2543491855728669e-05 0.00048423501020102607 -0.0012051969731017487
leaf_weight=0.0013536844772497328 0.0010990227272438804 0.0011367185960735804 0.0010057468467954472 0.0016476637219275799 0.0010086562051085926 0.0018393391657201648 0.0010210909196846562 0.0014265323973839594 0.0011892193533600886 0.0011891526131790897 0.001830962398080894 0.0016012696833061077 0.0011943174010919932 0.0011844820342229584 0.0010643872726291987 0.0018678565045817603 0.001573228430149818 0.0010271856508756727 0.001010653958121166 0.0010424848765513417 0.001227861309995637 0.0012240344815097615 0.00106961323949753 0.0010535852317540284
leaf_count=578 126 312 126 207 49 110 156 207 84 21 74 336 22 247 255 48 446 30 48 26 64 18 120 200
internal_value=0 2.03731e-05 6.04433e-05 9.12924e-05 6.63986e-05 9.42731e-05 5.06109e-05 -2.64709e-05 -7.55481e-05 -0.000431653 4.08738e-05 -2.27097e-05 0.000291798 1.48906e-05 -0.000168473 -0.000309165 -0.000130805 0.000132205 2.49514e-05 0.000340198 0.000485674 0.000357891 0.000818878 -0.000879504
internal_weight=0 0.0307897 0.029436 0.0282993 0.0272936 0.0262849 0.0246373 0.019458 0.0180314 0.00444261 0.0135888 0.0125677 0.00398007 0.00278575 0.00858765 0.00675669 0.00569231 0.00411908 0.00219981 0.0051793 0.00413681 0.00309189 0.00229747 0.0022428
internal_count=3910 3784 3206 2894 2768 2719 2512 2192 1985 353 1632 1476 605 583 871 797 542 96 69 320 294 66 184 284
is_linear=0
shrinkage=0.00154607


Tree=2241
num_leaves=17
num_cat=0
split_feature=1 147 16 16 2 0 48 1 16 4 42 4 16 16 15 48
split_gain=6.87082e-05 0.000141363 0.000120314 0.000145546 0.000120913 0.00016851 0.000163521 0.000130241 0.000191254 0.000118465 0.000107138 0.000117386 7.39759e-05 0.000160192 7.28781e-05 4.9693e-05
threshold=0.085835000000000009 1.0000000180025095e-35 0.050115000000000007 0.51388000000000011 0.097940000000000013 -0.19631499999999999 0.087945000000000009 0.092550000000000007 -0.17157499999999998 -0.082054999999999975 0.091330000000000008 -0.00027999999999999998 0.23932500000000004 -0.083144999999999983 -0.092059999999999989 0.091125000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 6 -6 7 14 -9 12 11 -11 13 -1 -2 -7
right_child=1 -3 3 -5 5 15 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.001740740809602899 0.003164833855577389 0.0026662390201862961 -0.0031760043588799415 0.00035501286244974143 -0.00069629736480310408 0.001712295160365241 -0.0027517734930380599 0.0014297010834131685 -0.0029502687651251189 -0.0037122415907465114 0.0007143619081635635 -0.00089116973258533336 0.0020509139015962136 -0.0017979393036856388 0.00038631449267993365 0.0039221028395826345
leaf_weight=0.001232358553994839 0.0010100647555058018 0.0012442719795612298 0.0012101707901400411 0.0012979411794700191 0.0011592542142739859 0.0011546847222682526 0.0010850561575196788 0.0010416535811678578 0.0010992522351634454 0.0013128404155460949 0.0010096013803899163 0.0019918922290910798 0.0010512077580884238 0.0015488475405509711 0.0010156950138300183 0.0010355352410278875
leaf_count=225 28 166 268 151 60 184 100 115 240 811 363 401 41 359 274 124
internal_value=0 0.00032506 6.28418e-05 -0.00134871 0.000474452 0.00156187 -0.00021909 0.000440455 -0.000819203 -0.00054145 -0.0013739 -0.00201187 0.000395683 -0.000229942 0.00177171 0.00275709
internal_weight=0 0.0123536 0.0111093 0.00250811 0.0086012 0.00334947 0.00525172 0.00416667 0.00214091 0.00814675 0.00431433 0.00330473 0.00383241 0.00278121 0.00202576 0.00219022
internal_count=3910 1710 1544 419 1125 368 757 657 355 2200 1575 1212 625 584 302 308
is_linear=0
shrinkage=0.00732449


Tree=2242
num_leaves=16
num_cat=0
split_feature=483 151 1 52 0 0 16 4 157 2 1 48 13 3 16
split_gain=6.73921e-05 7.86717e-05 0.000108124 0.000115201 0.000152045 0.00018707 0.0001956 0.000122826 0.000121351 0.000148579 8.45146e-05 0.000112274 8.36346e-05 9.76843e-05 3.42953e-05
threshold=0.088030000000000011 0.087190000000000017 0.14000500000000002 0.11588000000000002 -0.077944999999999987 -0.10071499999999999 -0.083564999999999987 -0.49837999999999999 -0.066289999999999988 0.11230000000000001 0.094485000000000013 0.085790000000000019 -0.070604999999999987 -0.088024999999999978 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -6 -1 10 11 14 -9 -14 -10
right_child=-2 -3 -4 -5 7 6 -8 12 9 -11 -12 -13 13 -15 -16
leaf_value=0.0025578656327655612 -0.0019783302460834539 0.0021001305060351122 0.0023494845196993458 -0.0020090325038115771 -0.0011943173481205275 -0.00041317529864725395 -0.0046418138486586501 0.0036398615204511005 0.0015900368726290586 -0.0026638524696779233 0.0016111334643835644 -0.0025974897989222015 0.0024388151729617291 -0.00072280935481367804 -0.00044919657679667944
leaf_weight=0.0011197235695625807 0.0010466759396876709 0.0011479039372940042 0.0011168201900849167 0.0019523774042806722 0.0010359593682823243 0.0015820422341385183 0.0012161357723639756 0.0011762663405563371 0.0010567019181699777 0.0013002766363879991 0.0019966989856279732 0.0010446490689931531 0.0014262204643513982 0.0010789919060420353 0.0010175930738036678
leaf_count=63 354 127 131 486 144 520 800 205 110 126 125 66 197 383 73
internal_value=0 8.73491e-05 -4.01576e-05 -0.000197112 3.79214e-05 -0.000500473 -0.00225101 0.00121731 0.000149547 -0.000270759 0.00033751 -0.000477844 0.00189593 0.00107711 0.000589644
internal_weight=0 0.0192684 0.0181205 0.0170036 0.0150513 0.0103338 0.00279818 0.00471744 0.00753564 0.00641592 0.00511564 0.00311894 0.00368148 0.00250521 0.00207429
internal_count=3910 3556 3429 3298 2812 1883 1320 929 563 500 374 249 785 580 183
is_linear=0
shrinkage=0.00792826


Tree=2243
num_leaves=15
num_cat=0
split_feature=403 52 39 48 2 47 4 15 3 39 52 2 160 49
split_gain=7.15492e-05 8.65191e-05 9.57061e-05 0.000119863 0.000115345 0.000100489 0.000113417 0.00015924 0.000177941 8.62327e-05 8.49002e-05 0.000147235 9.89803e-05 0.000194954
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.005105000000000001 0.12649500000000002 0.11542500000000001 0.096175000000000024 0.0057500000000000008 -0.10312999999999999 -0.060719999999999989 0.097470000000000015 0.0033900000000000002 0.088585000000000011 -0.026849999999999995 -0.069934999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 10 -8 -9 -4 12 -12 -3 -14
right_child=1 2 9 -5 -6 -7 7 8 -10 -11 11 -13 13 -15
leaf_value=-0.0017522607389467437 -0.001848217968546309 0.0005429033159013826 0.002889590733110231 -0.0022849176104678616 0.002053075970232019 -0.001887395207217182 -0.00090423404605751735 -0.00019809628929053709 0.0032555511509857857 0.00027907745986381909 0.0019992708093234542 -0.00095707427547601595 0.00052034218968508873 -0.0031125061111899055
leaf_weight=0.001069720487552976 0.0010455182545366743 0.0013723536085929345 0.0011069427119294931 0.0010257609786343833 0.001382120864458593 0.0012711796135520823 0.0013795162960100506 0.0011541512156977504 0.0018495577308916267 0.0013235678960617921 0.0015735152875035324 0.0016378472284792785 0.0011516376441620384 0.0018092334030615116
leaf_count=930 372 266 243 82 251 163 122 165 85 164 304 255 74 434
internal_value=0 8.21117e-05 0.000194001 -4.40285e-06 0.000156028 -4.26195e-05 0.000153983 0.00103697 0.00192851 0.001468 -0.000359013 0.000491487 -0.000989321 -0.0016995
internal_weight=0 0.0190829 0.0180374 0.0156069 0.0145811 0.013199 0.0119278 0.00438323 0.00300371 0.00243051 0.00754459 0.00321136 0.00433322 0.00296087
internal_count=3910 2980 2608 2201 2119 1868 1705 372 250 407 1333 559 774 508
is_linear=0
shrinkage=0.00690203


Tree=2244
num_leaves=16
num_cat=0
split_feature=48 1 15 2 3 12 457 49 15 0 52 12 2 15 49
split_gain=6.83023e-05 0.000104718 0.000177189 0.000138752 0.000249867 0.000127162 7.86736e-05 0.000120849 8.65492e-05 0.000169836 0.000137251 0.000136786 8.74026e-05 8.38642e-05 5.67994e-05
threshold=-0.086624999999999994 0.10398500000000001 -0.017214999999999998 1.0000000180025095e-35 0.11265500000000002 0.096900000000000014 0.082870000000000013 -0.0092149999999999992 -0.10312999999999999 -0.10071499999999999 0.083750000000000005 0.091650000000000023 0.10066500000000002 0.084495000000000015 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 7 -2 -9 -10 11 -11 13 -12 -8
right_child=1 2 -4 4 -6 -7 14 8 9 10 12 -13 -14 -15 -16
leaf_value=-0.0018152440293896345 -0.002694052058597803 -0.0030583332363602854 0.0028700108950783431 0.0039809684119135698 -0.00041133298756679195 0.00052739506982647658 0.0021700752043092362 -0.0021629209283423609 0.0018177074137783415 -0.0028667561389256347 0.0027919738074688857 0.00036047812687552377 -0.0012652837013782461 -0.0001416212281493284 -0.00018033383976544004
leaf_weight=0.0010299283985348842 0.0012135596751112762 0.0010379452672704464 0.0016285298896874445 0.001034022314013598 0.0018859174617682078 0.0010026031819209691 0.0010232331835538511 0.0011056374165440046 0.001956974414534087 0.0019052742510565464 0.0010035621890103 0.0010507035231154122 0.0010110999643251281 0.0010064156445683467 0.001100218904776711
leaf_count=96 256 180 188 227 176 83 93 251 163 749 236 448 134 531 99
internal_value=0 8.35355e-05 0.000814834 0.000140118 0.00114409 -0.00129652 -0.000305788 -0.000566332 -0.000280689 -1.83933e-05 -0.000619559 -0.00171963 0.000456811 0.00132309 0.000952264
internal_weight=0 0.0189657 0.00658902 0.00496049 0.00291994 0.00204055 0.0123767 0.0102532 0.00903967 0.00793403 0.00597706 0.00295598 0.00302108 0.00200998 0.00212345
internal_count=3910 3814 854 666 403 263 2960 2768 2512 2261 2098 1197 901 767 192
is_linear=0
shrinkage=0.00718087


Tree=2245
num_leaves=23
num_cat=0
split_feature=14 1213 157 157 14 48 4 130 3 1 0 15 4 4 47 42 3 4 16 4 0 457
split_gain=0.000415739 0.000391245 0.000174118 0.000192909 0.000183413 0.000228935 0.000308306 0.000234916 0.000191673 0.000208604 0.00040884 0.000251759 0.000316711 0.000206752 0.000223124 0.000181363 0.000191795 0.00019779 0.000170455 0.00014365 6.86253e-05 2.01908e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.077044999999999988 -0.084354999999999986 -0.13131999999999996 0.12675000000000003 0.40359500000000004 -0.0015749999999999998 -0.15464999999999998 0.099595000000000017 -0.13027499999999997 0.088345000000000021 -0.077679999999999985 0.018480000000000003 0.11566000000000001 0.085330000000000003 -0.084129999999999996 -0.032604999999999995 0.20277000000000003 0.0057500000000000008 -0.10783 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -9 11 -11 15 -13 -12 -15 16 -10 18 -18 21 -21 -19
right_child=-2 2 4 -5 5 -7 -8 8 9 10 13 12 -14 14 -16 -17 17 19 -20 20 -22 -23
leaf_value=-0.00084874465729403833 -0.00096418095104167188 3.1063454512910284e-05 -0.00043933272664598661 0.00098546679758818707 -0.00047285576306574031 -0.00054179357910203937 0.00087886649802147807 0.00069775509642120087 -0.00065388105776073699 0.0010969015116833998 0.00060713697730958394 0.0010525917983038211 -0.00011700600916537767 -0.00070866161754582554 0.00025111706515956289 -0.00059161384481885176 0.00087288340581704194 -0.00059428716614217151 1.0674790477121356e-05 0.00036834914338990441 -0.00012649025782951389 -0.0002840283559888426
leaf_weight=0.0011509139917400537 0.0010365166763798969 0.0010135100144897519 0.001797614498974461 0.0010113935356928219 0.0017498713080543694 0.0013549535598602605 0.0011880667519770021 0.0012774529256425219 0.0010593679277016961 0.0012800920342934397 0.0011662777386649273 0.0010507096676247718 0.0011692494159912812 0.0010718218836940352 0.0012591340839023246 0.0017473082240799668 0.0010819191606619072 0.0010048153331237743 0.0011107688737016508 0.0012698549807843573 0.001417909775885795 0.0010006828312061344
leaf_count=576 135 284 133 154 222 104 247 113 276 96 159 191 293 59 36 446 47 148 46 46 76 23
internal_value=0 3.34296e-05 7.23559e-05 0.000507766 3.57083e-05 7.407e-05 0.000113986 6.78984e-05 0.000120563 7.63849e-05 0.000349329 -3.30742e-05 0.000436566 7.56945e-05 -0.000190209 -0.000140639 -4.14618e-05 5.27558e-05 0.000436107 -0.000126346 0.0001073 -0.000439477
internal_weight=0 0.0272337 0.0260828 0.0020249 0.0240579 0.0222603 0.0209053 0.0197172 0.0179674 0.0166899 0.00477733 0.0119126 0.00221996 0.00349723 0.00233096 0.00969263 0.00794532 0.00688595 0.00219269 0.00469326 0.00268776 0.0020055
internal_count=3910 3775 3199 438 2761 2628 2524 2277 2055 1942 350 1592 484 254 95 1108 662 386 93 293 122 171
is_linear=0
shrinkage=0.00154607


Tree=2246
num_leaves=15
num_cat=0
split_feature=11 3 1 13 52 15 15 52 47 0 3 15 13 1
split_gain=7.12084e-05 0.000103671 9.75384e-05 0.000115397 0.000251314 0.000184712 0.000222472 0.000209219 0.00011513 0.000114679 0.000105865 9.57108e-05 0.000175231 8.06383e-05
threshold=0.08184000000000001 -0.14218999999999996 0.077800000000000022 -0.0024749999999999993 -0.012244999999999997 0.035895000000000003 -0.017214999999999998 -0.072349999999999984 0.09252500000000001 -0.089879999999999974 -0.075679999999999983 0.088190000000000004 -0.083514999999999992 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 6 7 -5 13 -3 -6 12 -11 -9
right_child=-2 2 3 5 10 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.0020844427838260689 -0.001676895689097803 -0.0023841739620527689 0.0037632409484848715 -0.002683208791378421 0.001645786594357008 -0.0030834579699195665 0.0031361424544581102 0.00019301635092158417 -0.00089439346137951126 0.0010105337331693166 -0.0014742948852711087 0.0016329074781133586 -0.0024631786411753384 0.0030562225085415213
leaf_weight=0.0013155484127804476 0.0012905507604729421 0.0017434534316974285 0.0014707413528841293 0.0014978732264728789 0.0010470110243756834 0.0010139016004008794 0.0011923724489637539 0.0010126376703771809 0.0016546460711417132 0.0014744435336087819 0.0013176119055083009 0.0011673648574532722 0.0016519253630752941 0.0011019518911581513
leaf_count=165 224 469 355 98 301 130 112 40 88 345 339 443 703 98
internal_value=0 0.000102104 -4.82399e-05 0.000353067 0.00138588 -0.000176977 0.000279234 -0.000367516 0.000552728 -0.00079996 -9.27809e-05 -0.000156697 -0.000824923 0.00168509
internal_weight=0 0.0186615 0.0173459 0.0113087 0.00383536 0.00747338 0.00645948 0.00526711 0.00376924 0.00603719 0.00236462 0.00429373 0.00312637 0.00211459
internal_count=3910 3686 3521 1561 995 566 436 324 226 1960 640 1491 1048 138
is_linear=0
shrinkage=0.00732449


Tree=2247
num_leaves=16
num_cat=0
split_feature=484 52 52 3 1 3 160 133 151 4 4 133 0 52 42
split_gain=6.91352e-05 7.66089e-05 0.000111914 0.000170121 0.000151252 0.000107601 7.7437e-05 9.85203e-05 0.00013384 0.000159821 0.000162067 0.000141303 0.000114777 6.58014e-05 3.8462e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.40083499999999994 -0.082304999999999975 0.097480000000000011 0.090325000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0008699999999999999 0.25367000000000006 -0.0025899999999999994 0.09086000000000001 -0.10209999999999998 0.091210000000000013 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -3 14 -9 10 11 13 -12 -10 -8
right_child=1 6 3 4 -6 -7 7 8 9 -11 12 -13 -14 -15 -16
leaf_value=-0.0017134849996626729 -0.0014218450728370577 -0.0016840827845218159 0.0039678516152647589 -0.0027028251943139055 0.0022403629330251425 0.00082806775232261451 -0.002632321453840741 -0.0022482577167353655 0.0012576370555083193 0.0032904822834629185 -0.0032832627022087607 -0.00084202517929444414 0.00018043643085502466 0.0040709871178945534 -0.00046028174078674325
leaf_weight=0.0013958798818794116 0.0011395804540097997 0.0019851660871491169 0.0011793587249753351 0.0010443204717452388 0.0017968690025239875 0.0011290059732971258 0.0010028685346934576 0.0010275317223936058 0.0010728009452044274 0.0013292981349863429 0.0010485778826812009 0.0011394424729575386 0.0014099570047934893 0.0010188656153326814 0.0010479277681597066
leaf_count=612 357 625 184 136 259 57 481 120 123 194 38 307 116 59 242
internal_value=0 0.000116746 0.000826366 0.00132389 0.000538491 -0.000868587 -0.000252625 2.88054e-05 0.00042417 0.000815397 0.000237132 0.00140433 -0.00129685 0.00262804 -0.00152244
internal_weight=0 0.0183716 0.00628913 0.00514955 0.0039702 0.00217333 0.0120824 0.0100973 0.00804647 0.00701894 0.00568964 0.00323111 0.00245853 0.00209167 0.0020508
internal_count=3910 3298 993 636 452 193 2305 1680 957 837 643 489 154 182 723
is_linear=0
shrinkage=0.00792826


Tree=2248
num_leaves=16
num_cat=0
split_feature=403 475 13 16 13 3 3 1 16 51 2 2 2 2 13
split_gain=6.83562e-05 7.96296e-05 8.24667e-05 0.000246627 0.00014013 8.86167e-05 0.000119863 0.00012191 0.000177218 0.000185675 0.000156124 0.000110587 0.000238486 0.000103608 2.19855e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.17936000000000002 0.24895000000000003 0.019675000000000002 -0.089974999999999986 -0.082304999999999975 0.094385000000000011 -0.45301499999999995 0.12190000000000002 0.10457000000000001 0.089710000000000012 0.092865000000000017 0.083715000000000026 -0.10241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7 11 -9 10 -10 13 -13 -8 -14
right_child=1 2 3 -5 -6 6 7 8 9 -11 -12 12 14 -15 -16
leaf_value=-0.0020287277694639679 -0.0015653946036081471 -0.0016099462979134074 -0.0041119105041281315 0.0015430452275601173 0.0028439164767390199 0.002911662688610506 -0.00053190923745665732 -0.001773543034147711 0.0014772822265133371 -0.00085462434260230515 0.0053768403180090071 0.0035662575861405217 -0.00038245529648498291 -0.0038715054680965948 -0.0020520155480940844
leaf_weight=0.0010399338739626616 0.0017017120322977341 0.0015358845205548999 0.001001475441062741 0.0010160603651226396 0.0014751411453246465 0.0011701587713458051 0.0014880642623912354 0.0011013872243251501 0.0017077679056512374 0.0011429564356362221 0.0011064169005953503 0.0010299650938829785 0.0010560349958703705 0.0010266809856565237 0.0010083069832054646
leaf_count=930 589 266 134 32 255 270 176 172 266 85 141 103 38 165 288
internal_value=0 0.000101851 0.000270067 -0.00126399 0.000478503 0.000217592 0.000454706 0.000185195 0.00109552 0.00189407 0.00301042 -0.000635784 0.000387865 -0.00189535 -0.00119794
internal_weight=0 0.018568 0.0168663 0.00201754 0.0148488 0.0133736 0.0118377 0.0106676 0.00505853 0.00395714 0.00281418 0.00560905 0.00309431 0.00251475 0.00206434
internal_count=3910 2980 2391 166 2225 1970 1704 1434 664 492 407 770 429 341 326
is_linear=0
shrinkage=0.00808683


Tree=2249
num_leaves=20
num_cat=0
split_feature=1213 1456 11 0 403 1 43 39 4 4 13 12 160 15 2 0 133 16 16
split_gain=0.000377665 0.000284774 0.000195211 0.000151024 0.000250144 0.000208193 0.000192593 0.000241001 0.000217004 0.000239348 0.000183252 0.000169436 0.00015982 0.000151904 0.000121677 0.000156016 0.000136999 0.000133672 0.000274007
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.18055000000000002 0.03138500000000001 0.094385000000000011 -0.24333999999999997 0.084155000000000021 -0.032604999999999995 0.053925000000000008 -0.012339999999999999 0.096315000000000026 -1.0000000180025095e-35 -0.11399999999999998 0.086545000000000025 -0.10131499999999999 0.090085000000000012 -0.09601999999999998 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 11 -7 8 -8 -10 -6 14 -11 -14 15 -3 17 -16 -19
right_child=1 2 -4 -5 10 6 7 -9 9 12 -12 -13 13 -15 16 -17 -18 18 -20
leaf_value=-0.00094095334557362052 -0.00081574290108399317 -7.5733626075530843e-05 -0.00059933021512566036 0.0007143387981347985 0.0010981073650886816 -0.00038519121808161679 -0.00043319465130610819 0.00088237824196822005 0.00077453182499827777 -0.00048936171671362997 0.00019526825676047742 -0.00071137833767260714 0.00074977644226380247 -0.00010308972487246125 0.00062942436150690705 -0.00086917809746458595 -0.00038498509579442671 -0.00064696964961425101 0.000413860734334838
leaf_weight=0.0011332091204594571 0.0010333230656792971 0.0019599099065656933 0.0011373640943273386 0.0010195091002668062 0.0010027706567152794 0.0013880015942113752 0.0013872017083722552 0.0014489272222687026 0.0018296266400900088 0.0010621000775332687 0.0015263296822521635 0.0013130060348544035 0.0010243398681216336 0.0012459619587637232 0.0013887801309656472 0.0010113336835244346 0.0013652566720536233 0.0010653496673398294 0.0017034126303161687
leaf_count=592 332 72 143 35 103 35 190 307 120 81 130 275 90 92 115 504 260 169 265
internal_value=0 2.75162e-05 6.40065e-05 9.71813e-05 6.82158e-05 4.3042e-06 0.000178972 0.000276877 0.000142918 0.000297738 0.000553238 -0.000162867 3.59587e-05 0.000281716 -7.80788e-05 -0.000345801 6.59548e-05 0.000214035 5.68005e-06
internal_weight=0 0.0249125 0.0238792 0.0227418 0.0217223 0.0191932 0.00938616 0.00799816 0.00654923 0.00516203 0.0025291 0.00980705 0.0033324 0.0022703 0.00849404 0.00297124 0.0055228 0.00415754 0.00276876
internal_count=3910 3318 2986 2843 2808 2575 915 880 573 383 233 1660 263 182 1385 576 809 549 434
is_linear=0
shrinkage=0.0016407


Tree=2250
num_leaves=16
num_cat=0
split_feature=11 48 151 150 0 1 51 0 49 42 3 12 42 2 4
split_gain=6.12823e-05 0.000100349 0.000187484 0.000147356 0.000141391 0.000199643 0.000114816 0.000117611 0.000125361 0.000109448 0.000136531 0.000152515 0.000203564 0.000164726 9.56446e-05
threshold=0.087830000000000005 0.016865000000000002 0.056555000000000001 0.085200000000000012 -0.19631499999999999 0.10252500000000002 0.081825000000000009 -0.15291499999999997 -1.0000000180025095e-35 -0.087904999999999983 0.10666500000000002 0.084100000000000022 0.085465000000000013 0.081110000000000015 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 7 -1 -9 -10 11 13 -13 -11 -14
right_child=-2 2 -4 -5 5 -7 -8 8 9 10 -12 12 14 -15 -16
leaf_value=0.0027289498039752553 -0.0022318206592236429 -0.0019655779687460166 -0.0024594018759422709 0.0043181507495469017 -0.00067509561710293344 0.0050648860931944159 -0.0033251438831306841 -0.0028234891740774037 0.001970170921819084 -0.001585973398419341 0.0020058133000307454 -0.0055485960994524552 0.0013317480672959707 0.0033917470048019679 -0.0025926653692109514
leaf_weight=0.0011548924481731325 0.0010175198775655278 0.0010665161109235655 0.001025661834730851 0.0015059880731911057 0.001047331159531535 0.0010441424248367019 0.0010268392934439244 0.0015613889170036028 0.0019593483315306463 0.001269639359128653 0.0014764324315586254 0.0011761323426978769 0.0010141036132927245 0.0010465234946028597 0.0011363791727422405
leaf_count=141 157 73 78 136 318 139 296 362 355 126 97 555 315 234 528
internal_value=0 0.000109683 0.00113639 0.00192715 0.000786923 0.00219052 -0.000345921 -8.65546e-05 -0.000392158 2.59979e-05 -0.000509077 -0.0011671 -0.0024414 0.000663135 -0.000742029
internal_weight=0 0.0185113 0.00568964 0.00466398 0.00315799 0.00209147 0.0128217 0.0117948 0.0106399 0.00907856 0.00711921 0.00564278 0.00332662 0.00231616 0.00215048
internal_count=3910 3753 744 666 530 457 3009 2713 2572 2210 1855 1758 1398 360 843
is_linear=0
shrinkage=0.00928922


Tree=2251
num_leaves=17
num_cat=0
split_feature=484 42 156 49 42 151 52 43 3 2 0 2 4 1 47 1
split_gain=5.87797e-05 6.39178e-05 0.000105474 9.18142e-05 0.000198892 0.000128038 0.000143546 0.000144443 0.000117239 0.000114758 0.000112524 9.03285e-05 8.11644e-05 0.000153982 0.000105037 6.80211e-05
threshold=-0.0043499999999999988 -0.11145999999999999 0.091280000000000014 -0.14917999999999998 0.10269500000000001 0.056555000000000001 -0.048794999999999991 -0.15109999999999998 -0.078884999999999997 0.088210000000000025 -0.080229999999999982 0.087245000000000003 -1.0000000180025095e-35 0.085110000000000005 0.09550500000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 10 -8 9 -9 11 -5 13 -10 15 -14
right_child=1 2 -4 4 -6 -7 7 8 12 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0016370684082671408 -0.0016479276113320423 0.0027196329007907927 -0.0021629122915968182 0.0027269303054380965 -0.0029951133836574315 -0.0019656734021747174 0.0028995258675443406 -0.0034105189750246153 -0.00056470382615641439 0.00018963656706119818 0.0040516545330505742 -0.00070193930850946825 -0.002629896873138588 0.0037740657473507491 0.0018068612796239287 0.00021386182699991332
leaf_weight=0.0013501289121386163 0.0012547149195142977 0.0010548421094669349 0.0011110919124069944 0.0010013823573270519 0.0011392755585127546 0.0012271332314711192 0.0011593626014313463 0.001206102160551609 0.001019079916861898 0.0011136760134879756 0.00131140058601631 0.0010083791856024538 0.0011853683889941668 0.0011259443506936723 0.00103909871623575 0.0010263308227356363
leaf_count=612 204 88 309 97 359 112 126 642 153 257 254 185 137 127 93 155
internal_value=0 0.000112472 0.00024451 0.000415785 0.000248905 0.000524236 0.000774762 0.000238071 -0.000161844 -0.00168216 0.00220893 0.00100653 0.000491772 0.00171276 -0.000313891 -0.00131026
internal_weight=0 0.0179832 0.0167285 0.0156174 0.0145625 0.0134233 0.0121961 0.00887496 0.0077156 0.00231978 0.00332116 0.00200976 0.00539582 0.00214502 0.0032508 0.0022117
internal_count=3910 3298 3094 2785 2697 2338 2226 1690 1564 899 536 282 665 280 385 292
is_linear=0
shrinkage=0.00808683


Tree=2252
num_leaves=21
num_cat=0
split_feature=14 1213 1456 11 3 157 403 159 130 1374 1 2 2 3 15 4 47 0 16 151
split_gain=0.000416216 0.000400434 0.000230373 0.00026146 0.000225616 0.000211034 0.00018855 0.000185451 0.000213283 0.000123565 0.000147035 0.000343486 0.000395099 0.000234027 0.000342504 0.000149007 0.00014735 0.000112887 9.77257e-05 0.000308025
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.07686999999999998 0.092300000000000007 0.096890000000000018 -1.0000000180025095e-35 -0.095439999999999983 0.077800000000000022 0.10393500000000001 0.091525000000000009 0.090325000000000003 -0.106555 -0.0010999999999999996 0.09550500000000002 -0.070894999999999986 -0.062279999999999995 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 -7 -10 11 12 -11 14 -12 -16 -17 -14 19 -15
right_child=-2 2 3 -5 5 6 -8 -9 9 10 13 -13 17 18 15 16 -18 -19 -20 -21
leaf_value=-0.00092060137310038333 -0.0010244669872163862 -0.00067680267323080021 0.00072872597339986521 -0.00060821002586504695 0.00068163657692513831 -0.00063069749043727559 0.00065461705683545846 -0.00063427666051790082 -0.00037635710197571402 -0.00042083694849685832 0.0013147404173980922 -0.00075551681473088738 0.000240371245427364 -0.00054754631978213338 0.00066974855189900616 -0.00025391564426968758 0.00050558100507232045 0.00095007459647387883 -0.00037408267966749446 0.00056847156505073567
leaf_weight=0.0011020500209301459 0.0010090287747133572 0.0010247814622015043 0.001576071008821167 0.0012704749669700801 0.0014897404769571984 0.0011060208784294074 0.0012644550558147108 0.0010797546961401608 0.0012999323559483847 0.0016986895516372643 0.0010322394525043828 0.0014043857228882642 0.0011438852293433124 0.0010245297580847579 0.0016286498860904998 0.0016232757985230242 0.0011148504873768061 0.001176126736904648 0.0013934653081830728 0.0017043540553967756
leaf_count=576 135 310 136 123 338 183 141 224 30 397 147 184 212 80 319 99 37 60 77 102
internal_value=0 2.83543e-05 7.00932e-05 0.000101944 0.000141584 9.79024e-05 5.37475e-05 1.25231e-05 5.27749e-05 9.93101e-05 0.000140686 -7.07241e-05 0.000168585 0.000261098 0.000481455 0.000284479 5.53196e-05 0.000600154 -2.75018e-05 0.000149475
internal_weight=0 0.0261577 0.0250557 0.0240309 0.0227604 0.0211844 0.0196946 0.0184302 0.0173504 0.0162444 0.0149445 0.00542309 0.0040187 0.00952136 0.00539902 0.00436678 0.00273813 0.00232001 0.00412235 0.00272888
internal_count=3910 3775 3199 2889 2766 2630 2292 2151 1927 1744 1714 853 669 861 602 455 136 272 259 182
is_linear=0
shrinkage=0.00160853


Tree=2253
num_leaves=16
num_cat=0
split_feature=403 52 39 160 15 151 49 4 47 13 15 49 39 160 3
split_gain=6.07345e-05 8.00399e-05 7.54982e-05 9.26552e-05 0.000149232 0.00011725 0.000150936 0.000126912 0.000168941 0.000164735 0.000195439 0.000110548 8.39348e-05 8.25982e-05 3.86595e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.005105000000000001 -1.0000000180025095e-35 -0.0089749999999999986 -0.083559999999999982 0.0062100000000000011 -0.23071499999999998 0.09252500000000001 -0.09547499999999999 0.088615000000000013 -1.0000000180025095e-35 0.097470000000000015 -0.087309999999999985 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 13 -5 7 -7 9 -9 11 -11 -4 -3 -13
right_child=1 2 12 5 -6 6 -8 8 -10 10 -12 14 -14 -15 -16
leaf_value=-0.0020102204136716768 -0.0021868397352833272 -0.00094265917637373819 0.0034082820199802578 -0.0023482235380995775 0.00093972086369982434 -0.0020419098644192846 0.0035870105366911363 0.0041693827556886455 -0.0018176956997806538 0.00012273320563057673 -0.0021076452977262881 0.0018429961487586061 0.00019805467902806544 -0.0043447626349112072 0.0041253109151900402
leaf_weight=0.0010173811536663717 0.0010211451619795515 0.0010017615048297061 0.0010505314554046434 0.0010188155799187868 0.0013687255291203876 0.001399135526199303 0.0011020839014322112 0.0011601070344320324 0.0015226789267844543 0.0018808709626808714 0.0013410893263200996 0.0011039959061068703 0.0012778033313167118 0.0010190441663731212 0.0010023699725882791
leaf_count=930 372 344 243 133 337 53 165 162 83 122 280 154 164 264 104
internal_value=0 0.000101914 0.000237409 1.75248e-05 -0.00120536 0.000376987 0.000641104 0.000296093 0.000704424 0.0012963 0.000670765 0.00160527 0.00164649 -0.00265826 0.0029291
internal_weight=0 0.0182702 0.017249 0.0149207 0.00338953 0.0115311 0.0105123 0.00941025 0.00801111 0.00648843 0.00532833 0.00398724 0.00232833 0.00202081 0.00210637
internal_count=3910 2980 2608 2201 945 1256 1123 958 905 822 660 380 407 608 258
is_linear=0
shrinkage=0.00841354


Tree=2254
num_leaves=23
num_cat=0
split_feature=14 1213 1456 38 124 40 3 48 4 3 1186 1 42 151 457 52 160 42 15 9 52 2
split_gain=0.000561111 0.000452356 0.000275123 0.000271272 0.000621356 0.00036103 0.000461444 0.000405236 0.000249599 0.00033007 0.000237674 0.000221352 0.000307963 0.000298998 0.000358315 0.000295989 0.00028372 0.000306988 0.000470664 0.000217951 0.000340281 0.000107766
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.048219999999999992 -0.062739999999999976 0.15165000000000003 0.12649500000000002 -0.23071499999999998 -0.10628499999999998 0.081240000000000021 0.12864500000000004 0.092145000000000019 0.069165000000000018 -0.0015249999999999997 -0.081429999999999989 -0.078874999999999987 0.08622500000000001 0.084050000000000014 0.084755000000000011 -1.0000000180025095e-35 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 -7 11 12 13 14 -10 -16 -17 18 19 20 -18 -22
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 21 -23
leaf_value=-0.00090209719938004528 -0.0011413942412120306 -0.00072412795071869645 0.0010603168378628214 -0.00067924072336125296 -0.00068207957160287022 0.00015373123531238773 0.001056457249676132 -0.00082898966047012599 -0.00076191588061349505 -0.00092717051950429662 0.00090503821295288541 0.00068814409917910462 -0.00054502957114517059 0.0008402076767071746 0.00077673370634950248 -0.00070147047752250444 -0.00021630415509695962 0.00088598852394279875 -0.00075778327085966471 -0.00031261507105751428 0.00046857367106546732 0.0011041513246918175
leaf_weight=0.0012640312859845534 0.0010699415615184884 0.0010656005639293259 0.0016536251271699982 0.0010874022448371578 0.0015225481361763665 0.0015919154006081015 0.0012155633205619262 0.0012095568530876557 0.0011502590818460315 0.0012575867645064276 0.0010558342101619758 0.0016179116387036027 0.0017633115198770347 0.0014201562953117261 0.0016592155938213128 0.0010921418468630871 0.0013664731441676925 0.0012138199168602037 0.0014925453209276018 0.0013231383474874292 0.0014975314124517488 0.0011911373283004512
leaf_count=578 126 312 262 88 131 114 136 75 191 97 75 59 397 77 234 267 57 105 289 49 78 113
internal_value=0 2.10026e-05 6.20198e-05 9.2614e-05 0.000124534 6.17341e-05 0.000110721 5.82342e-05 0.000110095 -0.000323309 0.000179307 0.000133663 7.45254e-05 0.000156014 7.49492e-05 0.000163784 5.29589e-05 0.000154874 2.57126e-05 0.000243143 0.00042448 0.000750148
internal_weight=0 0.0297113 0.0284473 0.0273817 0.0262943 0.0246406 0.0231181 0.0219025 0.020693 0.0028495 0.0178435 0.0167876 0.0151697 0.0134064 0.0119863 0.010836 0.00917679 0.00808465 0.00687083 0.00537828 0.00405514 0.00268867
internal_count=3910 3784 3206 2894 2806 2544 2413 2277 2202 211 1991 1916 1857 1460 1383 1192 958 691 586 297 248 191
is_linear=0
shrinkage=0.00157699


Tree=2255
num_leaves=21
num_cat=0
split_feature=1213 14 403 1 3 157 160 483 42 43 3 42 12 2 0 1 43 0 4 16
split_gain=0.000440557 0.000300297 0.000201158 0.000244929 0.000171007 0.000179868 0.000205309 0.000393784 0.000225319 0.000312418 0.000260049 0.000223976 0.000222508 0.000187336 0.000184409 0.00015796 0.000147189 0.000131294 9.52967e-05 9.02195e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 1.0000000180025095e-35 -0.22254999999999997 -0.077044999999999988 -1.0000000180025095e-35 0.083090000000000011 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.08221500000000001 0.051320000000000005 0.113945 -0.230625 0.092550000000000007 -0.089949999999999988 -0.10943499999999999 -0.078484999999999985 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7 12 10 16 13 -8 14 -11 17 -10 -16 -19 -15
right_child=1 -3 3 -5 5 6 8 -9 9 11 -12 -13 -14 19 15 -17 -18 18 -20 -21
leaf_value=-0.00089708262169420003 0.00060608225539559809 -0.00076539347491077993 8.8411504993899837e-05 0.00097293442086008361 0.00044555301935651569 -0.00085587356562452546 2.3820710986587264e-05 0.00021066382811539975 -0.00018043112551373284 0.00070337941625348694 0.00093201483099600562 -0.00067427192904213613 -0.0009390069568990042 -0.00069814277383462085 -0.00012264109865324792 -0.00034807329425008725 0.00046084066538560855 0.00011893609920968151 0.00075804978816954396 -7.3080491997323129e-05
leaf_weight=0.0011877853357797957 0.0010206601576698135 0.0010120759928573799 0.001809747974362729 0.0011186303417613508 0.0017093267779844925 0.0018108818912144073 0.0010952599259710849 0.0013229649581719335 0.001479377150536143 0.0010551967485965498 0.001394336370132661 0.0012036637024035466 0.0010270629995611374 0.0010064224973453002 0.0015871213424745135 0.0017157294106369542 0.0016971372836347975 0.0010069141567967616 0.0010550097782058574 0.0010336515742271207
leaf_count=592 147 125 177 77 385 429 87 277 103 43 277 258 419 76 41 100 168 24 43 62
internal_value=0 2.82569e-05 6.01959e-05 0.000426296 1.1949e-05 -1.66551e-05 -5.71905e-05 -0.000405631 9.56784e-06 7.69135e-05 0.000397022 -7.44949e-05 -0.000442124 1.08392e-05 0.000135494 2.37964e-05 0.000162185 0.000198644 0.000445947 -0.00038144
internal_weight=0 0.0261612 0.0251491 0.00292838 0.0222207 0.0212001 0.0194907 0.00313385 0.0163569 0.0142346 0.00457085 0.00966371 0.00212232 0.00846005 0.00641997 0.00536477 0.00317651 0.00364905 0.00206192 0.00204007
internal_count=3910 3318 3193 254 2939 2792 2407 706 1701 1195 548 647 506 389 251 208 271 108 67 138
is_linear=0
shrinkage=0.00148603


Tree=2256
num_leaves=22
num_cat=0
split_feature=1213 14 403 1 3 42 12 123 48 50 158 1 47 52 4 49 0 48 47 1 13
split_gain=0.000530612 0.00044115 0.000205584 0.000253216 0.000235198 0.000179156 0.00038528 0.000263854 0.000236342 0.000257832 0.000265084 0.000175826 0.000320806 0.000233072 0.000232333 0.00026264 0.000181754 0.00034116 0.000175654 0.000115163 8.68677e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.03138500000000001 1.0000000180025095e-35 -0.22254999999999997 -1.0000000180025095e-35 0.051320000000000005 1.0000000180025095e-35 0.12675000000000003 0.082310000000000008 0.085745000000000002 0.10727500000000002 0.084155000000000021 0.11401500000000002 -0.056579999999999991 -0.084114999999999981 -0.10071499999999999 0.084500000000000006 0.083310000000000009 0.11353000000000001 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 8 9 10 11 13 19 14 20 -16 17 18 -17 -13 -7
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=-0.0010046897276997154 0.00070986813114418655 -0.00093592859583611801 9.4468199961453365e-05 0.0010011553542290054 0.00011835658924296996 0.00078726525354876737 -0.0010588109312862322 0.00072960547200091885 -0.00062491893367106063 -0.0006719536282716594 -0.0006402369646737857 0.00047411477072565694 -7.3422862545209047e-05 -0.00056905559982633905 -0.0007059521165181747 0.0010975307702034249 -0.00033291379576557258 -0.00020995518178120565 0.00022620945324297264 0.0011975521744719653 0.00025612797097459552
leaf_weight=0.0011934375089084548 0.0010763497355215186 0.001047414014230418 0.0018534498758862586 0.0011447486767857118 0.0014824224199714566 0.0012463701008087469 0.0011224621436786812 0.0011784776962956009 0.0013327153623270407 0.0010951770492172155 0.0010654596535483703 0.0010177279236884837 0.0016092393123727788 0.0012515116243196353 0.001100626247245275 0.001132154888130006 0.001554776663579515 0.0017820690277439155 0.0010020349312185317 0.0010045730546701381 0.0016361695186051196
leaf_count=592 147 119 177 77 107 73 519 273 92 362 176 40 65 209 73 63 392 41 11 128 174
internal_value=0 2.83078e-05 6.76232e-05 0.000440652 1.83328e-05 -1.61049e-05 -0.000388893 3.49796e-05 -1.09303e-05 3.86683e-05 8.91956e-05 0.000143403 0.000431606 4.56398e-05 0.000127011 -3.03585e-05 0.000105553 0.000279627 0.000688432 0.000833481 0.000485784
internal_weight=0 0.0267359 0.0256885 0.0029982 0.0226903 0.021614 0.00260488 0.0190091 0.0178306 0.0164979 0.0154027 0.0143373 0.00363154 0.0107057 0.0094542 0.00657166 0.00547104 0.00391626 0.00213419 0.0020223 0.00288254
internal_count=3910 3318 3199 254 2945 2798 626 2172 1899 1807 1445 1269 233 1036 827 580 507 115 74 168 247
is_linear=0
shrinkage=0.00151575


Tree=2257
num_leaves=21
num_cat=0
split_feature=1213 14 1456 11 1374 1 3 2 3 16 15 0 15 51 15 2 130 13 13 42
split_gain=0.000413432 0.00031293 0.000217181 0.000165687 0.000184241 0.000170218 0.000254291 0.000616612 0.000239443 0.000260026 0.000286898 0.000236352 0.000195433 0.000123055 0.000180768 0.000187294 0.000116189 0.000202324 0.000123027 9.4794e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 0.090325000000000003 1.0000000180025095e-35 0.16699000000000003 0.15100500000000003 -0.098459999999999978 -0.087614999999999985 -0.094924999999999995 -0.085734999999999992 0.088190000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0066400000000000009 -0.083924999999999986 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 7 13 9 10 -8 19 -9 -7 15 -15 -13 18 -18 -6
right_child=1 -3 3 -5 5 6 8 12 -10 -11 -12 16 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.00095050563760219417 -0.00066688031651508412 -0.00084020605507962773 -0.00046140046482854723 -0.00048323877528177789 -0.00071994966568994685 0.00058828862221257624 -0.00043506886435514956 0.0014911257258718156 0.00067617965610515583 -0.00088297804375563462 0.00052836104663375554 -0.00032843517038259244 0.00066746367841091423 9.7846460257142848e-05 0.00053554569500571228 -0.00077881608970645103 0.00028079907417654992 0.0006925799702377773 -0.00038836112206694481 -8.2872657462544316e-05
leaf_weight=0.0011695016395205779 0.0010097364518169552 0.0010324528007199232 0.0013006476979100503 0.0012167831272742449 0.0013627528360052148 0.001018788842012508 0.0015693582296125719 0.00132967533673341 0.0010959432224491444 0.0010023111913123328 0.0016307364982428574 0.0010372884732014753 0.0016960668501440762 0.0015051253513782689 0.0010006725107211123 0.0010851438570551649 0.0017337647744731927 0.0017886730696575065 0.001204919666024519 0.0010857815715336269
leaf_count=592 309 122 66 123 239 68 58 176 173 72 76 95 188 178 200 193 160 149 449 224
internal_value=0 2.73858e-05 6.36889e-05 9.48615e-05 0.000126198 0.000162338 0.000277338 0.000465219 6.58214e-06 -0.000168042 5.58855e-05 -1.87604e-05 0.00102943 9.48844e-05 -4.50997e-05 -0.000269415 0.000159075 0.000266046 6.42995e-06 -0.000437443
internal_weight=0 0.0257066 0.0246742 0.0236644 0.0224476 0.021147 0.0129338 0.00763547 0.00529835 0.00420241 0.00320009 0.00821318 0.00302574 0.00460973 0.00359094 0.00259027 0.00576465 0.00472736 0.00293868 0.00244853
internal_count=3910 3318 3196 2887 2764 2698 1382 1003 379 206 134 1316 364 639 571 371 853 758 609 463
is_linear=0
shrinkage=0.00160853


Tree=2258
num_leaves=16
num_cat=0
split_feature=150 151 15 484 151 475 42 43 16 13 16 16 13 0 15
split_gain=6.07546e-05 0.000177536 0.000136905 0.000121401 0.000110097 0.00010675 8.03062e-05 0.000192907 0.000197517 0.000229822 0.000197318 0.000289455 0.000173966 0.000108389 9.61792e-05
threshold=0.082085000000000019 0.056555000000000001 -0.091024999999999981 -0.0043499999999999988 -0.03268999999999999 -0.067819999999999978 -0.11145999999999999 -0.074254999999999988 -0.055679999999999993 -0.11267999999999999 0.22945500000000005 -0.17157499999999998 -1.0000000180025095e-35 -0.10209999999999998 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 -7 10 12 -10 11 -8 14 -14 -9
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12 -13 13 -15 -16
leaf_value=-0.0034815748628662518 0.0048504064746423886 -0.002107438718182936 0.00042539209676743209 -0.0027760953904082202 0.0032213709123578181 -0.0026598576939722849 0.004558945669827977 -0.002950121360807086 0.00059178693567160363 -0.0051777981764707963 0.0056236509162503525 -0.0019269114041648447 -0.00017375401893444478 0.0038861456623917132 0.00074748152615894728
leaf_weight=0.0010322703117808625 0.0012131503547808398 0.0011336569771842539 0.0014144954605910731 0.0012694262214364435 0.0010110189798380196 0.0010074405684943133 0.0010610099890920699 0.0014756340694452173 0.0010933854699441692 0.0015719611905268679 0.0010190147280939033 0.0016301290785182636 0.001036813979007456 0.0015068703350056595 0.0011844493094554098
leaf_count=579 91 110 312 197 250 167 122 522 46 422 93 448 48 131 372
internal_value=0 0.00108922 0.00246836 -0.000276653 -5.4126e-05 0.000199986 -4.27052e-05 0.000184997 -0.00067154 -0.00281098 0.00200168 0.000630206 0.000424274 0.00223132 -0.0013037
internal_weight=0 0.0037613 0.00262765 0.0158994 0.0148672 0.0135977 0.0125867 0.0115793 0.00786911 0.00266535 0.00371015 0.00269114 0.00520377 0.00254368 0.00266008
internal_count=3910 513 403 3397 2818 2621 2371 2204 1541 468 663 570 1073 179 894
is_linear=0
shrinkage=0.00966451


Tree=2259
num_leaves=15
num_cat=0
split_feature=4 151 457 52 160 133 13 3 13 13 2 1 4 4
split_gain=7.08294e-05 7.79374e-05 8.73408e-05 0.000109535 0.000107066 9.71615e-05 9.70659e-05 0.000140359 8.88527e-05 0.000119904 0.000138963 6.93444e-05 6.82285e-05 5.32262e-05
threshold=0.27608500000000008 -0.095804999999999987 0.088055000000000008 0.11401500000000002 0.087825000000000014 -0.091614999999999988 -0.083514999999999992 0.090325000000000003 -0.032264999999999995 0.17936000000000002 0.083185000000000023 0.11198000000000001 -0.076854999999999993 -0.065054999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 13 8 -8 10 -10 -2 -12 -7
right_child=11 2 -4 -5 -6 6 7 -9 9 -11 12 -13 -14 -15
leaf_value=0.0019544186245659214 -0.00019140148477798195 -0.0021974864678370671 0.0013719174406752108 -0.0024366760938530165 -0.0027639022630995031 0.0001947888632991244 -0.0018508551460376154 -0.0030263902685372045 -0.00035944447904794101 -0.0016694886257820872 0.003881747828676751 0.0025382129334381295 0.001094063458650697 0.0025373515001669822
leaf_weight=0.0010345831825130337 0.0011331617604918279 0.0012325246105922396 0.001744236841539514 0.0017555074382662574 0.0010394146299651319 0.0010935444290693166 0.0011588210902608439 0.0010330727818869123 0.0019119693899074617 0.0011733426351088344 0.0012375024625260744 0.0013149185011526326 0.0010711382068165128 0.0015104219880368629
leaf_count=189 109 399 106 539 288 202 455 91 225 130 349 332 203 293
internal_value=0 -0.000196534 -0.000335954 -0.000545483 -0.000279067 -5.29514e-05 0.000206444 -0.000255984 0.000180782 0.000617254 0.00125297 0.00127474 0.00258835 0.00155358
internal_weight=0 0.0169961 0.0159615 0.0142173 0.0124618 0.0114223 0.0101898 0.00758585 0.00655277 0.00539395 0.00422061 0.00244808 0.00230864 0.00260397
internal_count=3910 3469 3280 3174 2635 2347 1948 1453 1362 907 777 441 552 495
is_linear=0
shrinkage=0.00808683


Tree=2260
num_leaves=16
num_cat=0
split_feature=124 50 15 47 1 3 47 147 13 151 2 12 42 42 52
split_gain=7.46431e-05 7.48875e-05 0.000104533 9.31541e-05 0.000129537 0.000120673 0.000172903 0.000120635 0.000145555 0.000127756 7.90902e-05 9.89815e-05 0.000178129 0.000139014 7.38272e-05
threshold=0.08919500000000001 0.10119500000000002 -0.24219999999999997 0.086425000000000016 0.085835000000000009 -0.074234999999999982 0.096175000000000024 1.0000000180025095e-35 -0.0010249999999999997 -0.0074049999999999993 0.10393500000000001 0.089745000000000005 0.084685000000000024 0.084100000000000022 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -5 -7 8 -6 -10 11 13 -13 14 -4
right_child=-2 -3 3 5 7 6 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.0025015912475723741 0.0022218006108794979 -0.0023287078197486042 -0.0016711542855374448 0.00076948053115868714 0.0023992416921764016 -0.00030046527327685647 -0.0050846386365422042 0.0035791782863313364 0.0016761706941447962 -0.001966255789736685 -0.0024346996557664258 -0.0012408381380951843 0.0036101707900025462 -0.0036800135110299725 0.0012383875373433151
leaf_weight=0.0011056856876876823 0.001005137529206764 0.0010373214035748332 0.0010685081942341445 0.001143565710379553 0.0017715410098621959 0.0011050101062406717 0.0010361801672141291 0.0011059763982451849 0.0010669234587818988 0.0018876027971826206 0.0013662627663300446 0.0010451553336450481 0.0010995462312711479 0.0010117159902721384 0.0014620537122185225
leaf_count=261 76 462 197 232 464 41 106 144 47 256 288 277 206 506 347
internal_value=0 -0.000133051 -1.21302e-06 -0.000172351 0.000150073 -0.00143714 -0.00261566 0.00107778 0.000492416 -0.000650921 -0.000617013 -0.000180324 0.00124618 -0.00104401 9.8583e-06
internal_weight=0 0.018313 0.0172757 0.01617 0.0128853 0.00328476 0.00214119 0.00583204 0.00472607 0.00295453 0.00705324 0.00568698 0.0021447 0.00354228 0.00253056
internal_count=3910 3834 3372 3111 2732 379 147 911 767 303 1821 1533 483 1050 544
is_linear=0
shrinkage=0.00841354


Tree=2261
num_leaves=14
num_cat=0
split_feature=2 159 12 1 48 0 52 0 43 48 4 43 16
split_gain=6.54762e-05 0.000109165 0.000108705 0.000104411 0.000253433 9.01389e-05 0.000137902 8.61695e-05 0.000154555 0.000153384 0.000121523 9.91417e-05 9.00598e-05
threshold=0.099015000000000006 0.079875000000000015 0.096315000000000026 0.11215000000000001 0.082070000000000018 -0.017269999999999997 -0.11271999999999999 -0.077944999999999987 -0.0037249999999999996 0.087945000000000009 0.0021050000000000005 0.0041500000000000009 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 8 10 11 -8 12 -10
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0029139470067417014 -0.00027987718508057179 0.0028829590367781066 -0.0018451357126159436 -0.00075573769100475442 0.0043681869314617892 0.0013475821187704897 -0.0042345887840870523 0.0014959447768638176 0.0028106577775668506 -0.0025467303820154281 -0.00058853658225626172 -0.0012129156252795054 0.00022209370006492487
leaf_weight=0.0013755699404552077 0.0017293093763027121 0.0010620599791262356 0.0012644975048189053 0.0017945245701285299 0.0012008695976488126 0.0016246167991758155 0.0010574067990714569 0.0014059909388304545 0.0015277281149932917 0.0010636474254199155 0.0011561559579428074 0.0011577836074043377 0.0017333290936942221
leaf_count=331 261 244 318 206 117 217 978 400 123 94 227 266 128
internal_value=0 0.000586299 0.000179034 0.000720773 0.00162503 -0.000355976 -0.000620123 -0.000273463 -0.000596716 0.000103195 -0.00233024 0.000741051 0.00143477
internal_weight=0 0.00705126 0.0059892 0.0047247 0.00293018 0.0121022 0.0104776 0.00910204 0.00769605 0.00548249 0.00221356 0.00441884 0.00326106
internal_count=3910 1146 902 584 378 2764 2547 2216 1816 611 1205 517 251
is_linear=0
shrinkage=0.00777281


Tree=2262
num_leaves=15
num_cat=0
split_feature=41 2 156 158 42 16 160 133 43 1 51 0 12 4
split_gain=6.05022e-05 6.92379e-05 6.66469e-05 9.2907e-05 7.9938e-05 0.000134536 0.000141829 0.000111489 0.00014053 0.000102258 8.49868e-05 6.09685e-05 7.31749e-05 4.02361e-05
threshold=0.078535000000000008 -0.0098549999999999974 0.090135000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.006474999999999999 -0.076029999999999986 0.070680000000000007 -0.074254999999999988 0.090355000000000005 0.090935000000000016 -0.18901999999999997 0.088375000000000023 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 -6 8 -7 -3 11 -8 13 -13
right_child=-2 2 -4 -5 5 7 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0019059147788100157 -0.00178855143636855 -0.0024082140674015883 -0.0019139987061386641 -0.0020994322378618032 -0.0026723778398579415 0.0045579587774197527 -0.0013578549362219551 -0.00037839891767123957 0.0010780515490525528 0.00058425122301058487 0.002246141108729146 0.0025060678175041371 -0.00072635841877418208 0.00041390700263725107
leaf_weight=0.0011968311873428858 0.001087172026954796 0.0013961680211042127 0.001061683258217319 0.0010817377583219592 0.0010792755744283766 0.0011847185279066919 0.0015370111762414975 0.0011309200049924376 0.0017175833385380508 0.0013638608086281936 0.001191430775289562 0.0010490203630287558 0.0017463391236194892 0.0011801693774468281
leaf_count=220 195 734 344 401 354 109 105 242 221 148 138 283 322 94
internal_value=0 9.99015e-05 -2.9375e-05 9.84091e-05 0.000261513 0.000539703 -5.73309e-05 0.00169185 0.00249855 -0.000929495 0.000363667 -4.31942e-05 0.000465077 0.00139844
internal_weight=0 0.0179167 0.0167199 0.0156582 0.0145765 0.0118165 0.00778325 0.00403322 0.0029023 0.00276003 0.00670397 0.00551254 0.00397553 0.00222919
internal_count=3910 3715 3495 3151 2750 1868 1296 572 330 882 942 804 699 377
is_linear=0
shrinkage=0.00777281


Tree=2263
num_leaves=21
num_cat=0
split_feature=1213 14 1374 124 4 403 42 159 160 52 1 12 15 160 3 13 47 1 0 4
split_gain=0.000406214 0.000397493 0.000186476 0.000164552 0.000178252 0.000210275 0.000290242 0.000188964 0.000217581 0.000225996 0.00023141 0.000283015 0.000361498 0.000298007 0.000289638 0.000203137 0.000188822 0.000261779 0.000129962 0.000114137
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.094679999999999986 0.11158000000000001 -0.49837999999999999 0.03138500000000001 -1.0000000180025095e-35 0.10519500000000001 0.08234000000000001 0.28122000000000008 0.12730000000000002 0.084100000000000022 -0.07142999999999998 -0.026849999999999995 -0.005644999999999999 -0.094129999999999978 0.09550500000000002 0.095575000000000007 -0.083564999999999987 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 10 11 13 -13 -8 -15 -14 17 -16 -7 -10
right_child=1 -3 3 -5 5 18 7 -9 19 -11 -12 12 15 14 16 -17 -18 -19 -20 -21
leaf_value=-0.00099817825974579601 -0.00052497533429411171 -0.00099897318793993359 -0.00048805601706387245 0.00074504737791830568 -0.00063688752167946529 9.8544388316282487e-05 0.00094343091760363249 -0.00056583148395002191 0.00024652505759432063 -0.0006962202366127769 0.00074245401932955047 -0.00097608586653683525 0.00064631338251908436 0.00081325453478053574 -0.0010190278847772682 -0.00027313691838687387 0.00042376508775542483 0.00010110780366638037 0.00086562578949746542 0.00089106514580994519
leaf_weight=0.0011324888147641382 0.0014049292736189036 0.0010188882166412829 0.0014855894256854954 0.00106613179893597 0.0015789923886316481 0.0010296438548880182 0.0014286165036624943 0.0010744198533755777 0.0015894119078411059 0.0010109528908348745 0.0014993179057629898 0.0014243846028731679 0.0010385595556900934 0.0010926062103525508 0.0011310410805265327 0.0019116787246163669 0.0010156476211138354 0.001208825508627831 0.0015493875503767565 0.0014915310931865045
leaf_count=592 66 119 171 39 615 142 133 216 185 232 176 254 47 121 40 473 36 89 103 61
internal_value=0 2.56556e-05 6.73621e-05 0.000102585 7.22241e-05 0.000111719 4.9298e-05 0.000113345 0.000159406 6.30417e-05 0.000128364 3.85497e-05 -0.000283736 0.000278458 6.48863e-05 5.05332e-05 -0.000178794 -0.000440342 0.000559379 0.000558557
internal_weight=0 0.0260506 0.0250317 0.0236267 0.0225606 0.021075 0.018496 0.016917 0.0158426 0.0127616 0.0117507 0.0102514 0.00437462 0.00587674 0.00444812 0.00295024 0.00335551 0.00233987 0.00257903 0.00308094
internal_count=3910 3318 3199 3133 3094 2923 2678 2063 1847 1601 1369 1193 774 419 286 520 165 129 245 246
is_linear=0
shrinkage=0.00167351


Tree=2264
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 3 475 13 403 52 1 42 47 52 16 4 457 43 0 16 16 0 1
split_gain=0.000554801 0.000393578 0.000249807 0.000220547 0.000280118 0.000219739 0.000278471 0.000314727 0.000285587 0.000258333 0.000290784 0.000256612 0.000222414 0.0002188 0.000180556 0.000170149 0.00014565 0.000333455 0.000101458 0.000145471 0.000171825 5.80814e-07
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.15002999999999997 -0.06890499999999998 -0.010384999999999998 0.07955000000000001 0.11588000000000002 0.089895000000000017 0.085330000000000003 0.082465000000000024 -0.072349999999999984 -1.0000000180025095e-35 -0.084009999999999987 0.088850000000000026 -0.16369999999999998 -0.23029999999999998 -0.078844999999999985 -0.19424999999999998 -0.11756999999999999 0.093245000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 10 14 -11 16 15 -7 18 -8 -18 19 20 -14 -20
right_child=-2 2 3 -5 5 6 12 -9 -10 11 -12 -13 13 -15 -16 -17 17 -19 21 -21 -22 -23
leaf_value=-0.00085392245179014155 -0.0011342578410741336 -0.00068380981719396881 0.00072780018060897647 -0.00054293869949509008 0.00070820219958481288 0.00079902304621831525 5.3692974510505829e-06 0.0010383192487314642 -0.00049160604676396001 0.0011671968889324115 -0.00061381152393855923 0.00023197983432357764 -0.00066706205128813417 0.00047638251842245771 -2.7817997288694855e-05 0.00046973853409731236 -8.8153433741550402e-05 -0.0013460383988640669 -0.00051292156335469596 0.00027082669623472482 0.00013349017405370382 -0.00046121049359290595
leaf_weight=0.0011774261582839568 0.0010303504438788349 0.0010391815711218921 0.0016965848441783107 0.0012544165102490448 0.0012449590983713002 0.001045850609714738 0.00100194970649925 0.0010551582725556461 0.0014107379267948722 0.0012065421778231465 0.0012162249992548613 0.0016747803576088946 0.0014180577227579337 0.0018893878082341447 0.0015925641027754699 0.0010330836509231389 0.0010093814998697326 0.0010056044365401454 0.0010505729803145375 0.0017606596520915174 0.0011692927086007473 0.0010264645465749567
leaf_count=578 126 312 141 123 354 44 62 86 259 317 350 107 64 92 236 52 24 174 91 228 54 36
internal_value=0 2.09411e-05 5.93751e-05 8.93532e-05 0.000121717 7.66392e-05 4.0181e-05 0.000243828 0.000140926 0.0002734 1.16286e-05 0.000623598 -0.000111377 6.42555e-06 0.000299936 -0.00011263 -0.000476372 -0.000715917 -0.000206269 -7.19892e-05 -0.000305271 -0.000487366
internal_weight=0 0.0279789 0.0268015 0.0257623 0.0245079 0.0228113 0.0215663 0.00920186 0.0081467 0.00673596 0.00385464 0.00288132 0.0123645 0.00934752 0.00263841 0.00745813 0.00301694 0.00201499 0.00642505 0.00434801 0.00258735 0.00207704
internal_count=3910 3784 3206 2894 2771 2630 2276 1399 1313 1054 630 424 877 617 280 525 260 198 473 346 118 127
is_linear=0
shrinkage=0.00154607


Tree=2265
num_leaves=14
num_cat=0
split_feature=124 4 0 4 15 15 49 52 16 15 16 4 15
split_gain=6.09117e-05 8.15847e-05 0.000127765 0.000110445 8.57872e-05 0.000211198 0.000116608 0.000152965 0.000205509 9.95415e-05 0.000178137 0.00012005 8.02783e-05
threshold=0.0049200000000000008 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.0063699999999999989 -0.050004999999999994 1.0000000180025095e-35 -0.081429999999999989 -0.09601999999999998 0.088615000000000013 -0.084184999999999996 0.11205000000000001 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9 10 -6 -11 -10
right_child=-2 2 -4 4 9 -7 -8 8 12 11 -12 -13 -14
leaf_value=-0.002252656238154075 0.0018747844805998084 -0.0022151805173689062 0.0020500232708708238 0.0026268252341682943 -0.00066164475641310129 -0.0037169782120357975 -0.0018130294149548104 0.0018789052129783905 -0.0032289292877453763 -0.0022365541931462798 0.0035382488857416783 0.0015629385142937565 -0.0004834573551804106
leaf_weight=0.0010578578671311669 0.0010203406803534895 0.0015587868418943619 0.0017434389828438384 0.0015990301540701243 0.001044795322082126 0.0010889457585707947 0.0017308649903760654 0.0017917263696042799 0.0010991893075964199 0.0010933358827087958 0.0016176340223267209 0.0010015568869081726 0.0017123425203441694
leaf_count=173 91 495 234 212 202 396 632 261 103 691 179 52 189
internal_value=0 -0.000116068 1.62503e-05 -0.000214921 1.13565e-05 -0.0004429 6.51677e-06 0.000514295 -0.000219533 0.000872839 0.00189012 -0.000420037 -0.00155682
internal_weight=0 0.0181395 0.0170816 0.0153382 0.0137794 0.0090221 0.00793315 0.00620229 0.00460326 0.00475732 0.00266243 0.00209489 0.00281153
internal_count=3910 3819 3646 3412 2917 1793 1397 765 553 1124 381 743 292
is_linear=0
shrinkage=0.00792826


Tree=2266
num_leaves=21
num_cat=0
split_feature=1213 1456 11 0 403 1 15 1 0 16 16 13 2 2 2 2 160 0 2 16
split_gain=0.00038108 0.000299269 0.000198762 0.000150202 0.000217469 0.000236638 0.000186479 0.000192029 0.000228887 0.000227933 0.000218882 0.000163989 0.00015225 0.000243679 0.000182637 0.000211061 0.000215111 0.000156473 5.82976e-05 4.73297e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.18055000000000002 0.03138500000000001 0.094385000000000011 0.035895000000000003 0.11052000000000002 -0.11756999999999999 0.25185000000000007 -0.091624999999999984 -0.0088749999999999992 0.10393500000000001 0.097940000000000013 0.092865000000000017 0.086545000000000025 0.085865000000000011 -0.10131499999999999 0.079395000000000007 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 12 7 10 19 -10 -7 -6 13 14 15 17 -17 18 -3 -9
right_child=1 2 -4 -5 11 6 -8 8 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0009773711318976292 -0.00085116232936251679 0.00017396896614195267 -0.0006047761616829819 0.00073450357885954153 0.0010608696402096161 8.3082052492082636e-05 -0.00035126681774389569 -4.301668751904561e-05 0.0010692296190588644 1.8223716480558366e-05 0.0010092662538362164 0.00017970658594739384 -0.00068252821134282969 0.00065278448465764063 -0.0008247692452749111 -0.00015536536027159584 0.00074428413812073946 -0.00090004857877843834 -0.00038998366749357956 -0.00051007369656282282
leaf_weight=0.0010970499821062385 0.001032458441402785 0.001003026027959205 0.0011643414269420357 0.0010116909053305067 0.0010107391755843076 0.0011852223961671404 0.0014198578663666694 0.0013237188080038736 0.0010196574860647642 0.0013339012693562857 0.0017997508125603976 0.0014260759509100987 0.0013807491250085258 0.0010962580464793092 0.0010913069544445653 0.0017259531452146273 0.0013087686750004046 0.001085977879578523 0.0010515605839267472 0.001123283880175463
leaf_count=592 332 16 143 35 112 98 142 103 256 71 192 121 241 108 199 433 82 522 59 53
internal_value=0 3.072e-05 6.93633e-05 0.000104409 7.46009e-05 1.40833e-05 0.000206488 0.000308207 0.000100958 0.000473562 0.000641513 0.000545194 -0.000167694 -8.26922e-05 -0.000193648 -8.21155e-05 0.000232622 -0.000386245 -0.000114668 -0.000257417
internal_weight=0 0.0245943 0.0235618 0.0223975 0.0213858 0.018949 0.00920539 0.00778553 0.00480056 0.00235356 0.00298497 0.00243682 0.0097436 0.00836285 0.00726659 0.00617529 0.00303472 0.00314056 0.00205459 0.002447
internal_count=3910 3318 2986 2843 2808 2575 915 773 483 327 290 233 1660 1419 1311 1112 515 597 75 156
is_linear=0
shrinkage=0.00167351


Tree=2267
num_leaves=22
num_cat=0
split_feature=1213 14 124 16 12 13 475 1 151 12 0 457 160 42 457 51 2 4 16 1 4
split_gain=0.000466845 0.000447491 0.000169126 0.0001855 0.000322042 0.000339947 0.000287918 0.000257931 0.000218163 0.000209677 0.000291987 0.000296 0.000455009 0.000251006 0.000295594 0.000259715 0.000248287 0.000152493 0.000135867 0.000130095 9.0748e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.048219999999999992 0.10994000000000002 0.091405000000000014 0.41346500000000003 -0.050754999999999995 0.12730000000000002 0.085710000000000022 0.090965000000000018 -0.076734999999999984 -0.0034949999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.41137000000000007 0.084305000000000019 0.083585000000000007 0.15045000000000003 0.3935300000000001 0.078340000000000007 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4 8 9 10 11 -8 -13 -14 15 16 -15 -11 -6 -18 -19
right_child=1 -3 3 4 18 -7 7 -9 -10 17 -12 12 13 14 -16 -17 19 20 -20 -21 -22
leaf_value=-0.0010733571090569428 0.00056010934998208567 -0.0010955703790531694 0.00096800411112624813 -0.0011400642082860296 0.0004322084819782222 7.6435093535087901e-05 -0.00091021804325696557 0.00080036007236665722 0.00076367318628049285 -0.00094061483405271577 0.00083525504068925104 -0.00087790006927373273 -0.00057281119046250807 -0.00013550378584093481 -0.0004570080808119394 0.0012743479754882586 0.00034040738466871949 0.00020045519135824378 -0.0003031468159171282 0.0011343157254863957 -0.00052483164586242248
leaf_weight=0.0011813277572529776 0.0018813629681829471 0.001001684123285578 0.0010839783402429816 0.0016770917617733019 0.0018810867736656078 0.0011139020515713582 0.0010286621337179678 0.0012658633709656244 0.0010137986245117867 0.00114703602445886 0.0012399442960841752 0.0012939873569258282 0.0010131649925160004 0.0019223317763315999 0.0011219286550527841 0.0010357507133889055 0.0013894999711187572 0.0010096261278530888 0.0011985953651215964 0.0010603855483907187 0.0010010523437566921
leaf_count=592 303 119 314 261 96 18 108 172 60 586 94 278 229 92 23 53 115 38 222 83 54
internal_value=0 2.34803e-05 6.76481e-05 2.82187e-05 -0.000234586 -0.000654552 0.000115746 5.99019e-05 -1.45231e-06 -5.58352e-05 5.45236e-05 -4.36005e-05 5.72767e-05 0.000217703 0.000340358 0.000505778 0.000323709 -0.000443966 0.000146012 0.000684035 -0.000160642
internal_weight=0 0.0263807 0.025379 0.0234977 0.00587068 0.00279099 0.017627 0.016543 0.0152772 0.0142634 0.0111057 0.00986571 0.00883705 0.00754306 0.0065299 0.00540797 0.00437222 0.00315771 0.00307968 0.00244989 0.00201068
internal_count=3910 3318 3199 2896 597 279 2299 1985 1813 1753 1075 981 873 595 366 343 290 678 318 198 92
is_linear=0
shrinkage=0.00170698


Tree=2268
num_leaves=16
num_cat=0
split_feature=4 151 15 130 2 13 15 16 16 160 0 3 43 4 1
split_gain=6.87596e-05 7.6628e-05 9.36746e-05 0.000118556 0.000122187 0.000107558 0.000186921 0.000143916 0.000135239 0.000130289 0.000113281 0.000137041 8.22334e-05 6.39585e-05 6.28205e-05
threshold=0.27020000000000005 -0.095804999999999987 -0.10312999999999999 -0.076814999999999981 -1.0000000180025095e-35 -0.09547499999999999 0.088615000000000013 -0.08755499999999998 -0.069144999999999984 0.031805000000000007 -0.087899999999999992 -0.10628499999999998 0.052855000000000006 0.053925000000000008 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 12 7 9 -9 -7 -10 -12 -6 -13 -2
right_child=14 2 3 4 5 6 -8 8 10 -11 11 13 -14 -15 -16
leaf_value=0.0022079576037961411 -8.0914854697046622e-05 -0.0025789958142389676 0.0029022578425163645 0.0024969243887198629 -0.00068313885471998101 -0.0048843928928513731 -0.0040807128311950948 0.0033120662620223186 0.0020127752299941471 -0.00049306267012040692 0.0014665589376808043 -0.0042168443530611766 0.0026272072459507176 -0.00098807002964945126 0.0027758861227443936
leaf_weight=0.0010376295423044626 0.0013048215585320653 0.0015334875015516397 0.0010116789451082879 0.0011462584887709419 0.0012781010448656713 0.0010587213755020716 0.0015588481611416918 0.0010309486188787428 0.0011855003797962838 0.0012975082337152721 0.0010054490937059244 0.0011238966843764133 0.0013124769641735812 0.001000821652339029 0.0013528545258745799
leaf_count=189 137 267 145 127 170 336 754 318 205 60 134 528 83 122 335
internal_value=0 -0.000236145 -0.000399303 -0.000160725 -0.000399117 -0.0006792 -0.00114721 -0.000553546 0.000289358 -0.00246621 -0.000432722 -0.00135891 0.000993998 -0.00269597 0.0013733
internal_weight=0 0.0165813 0.0155437 0.0140102 0.0129985 0.0118523 0.00926169 0.00770285 0.00534662 0.00235623 0.00431567 0.00313017 0.00259058 0.00212472 0.00265768
internal_count=3910 3438 3249 2982 2837 2710 2457 1703 1307 396 989 784 253 650 472
is_linear=0
shrinkage=0.00928922


Tree=2269
num_leaves=14
num_cat=0
split_feature=2 159 12 1 48 0 43 16 4 13 48 16 0
split_gain=6.53031e-05 9.97811e-05 0.00010284 8.99255e-05 0.000203781 7.7022e-05 0.000127008 0.000107678 0.000135038 0.000158777 0.000133227 0.000188493 0.000108226
threshold=0.099015000000000006 0.079875000000000015 0.096315000000000026 0.11215000000000001 0.082070000000000018 -0.017269999999999997 -0.24333999999999997 -0.27337499999999998 0.0057500000000000008 -0.084184999999999996 0.086215000000000014 -0.083144999999999983 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 -8 9 -9 11 -11 -10
right_child=1 -3 -4 -5 -6 -7 7 8 12 10 -12 -13 -14
leaf_value=-0.0033074658498667949 -0.00012997311359666853 0.0030132116704560657 -0.0019109497626671325 -0.00069641190529836717 0.0044225328612986477 0.0013283460247649826 -0.0028563993894653913 -0.0036910007778443226 0.0035792669308346353 0.0030059055837269016 -0.0026698965636405554 -0.0010154821549394526 0.00018393331116745677
leaf_weight=0.0011352403599720782 0.0017281309340517544 0.0010591971738011866 0.0012719051057044212 0.0017880972886044348 0.0011653793849968619 0.0016063674423300459 0.0010564336787846429 0.0010634667335490885 0.0010843962003441732 0.0014731391371716768 0.0010591768019595771 0.0018755752153987258 0.0017163847710248842
leaf_count=144 261 244 318 206 117 217 177 631 52 277 156 913 197
internal_value=0 0.000633864 0.000210551 0.000786923 0.00170358 -0.000387 -0.000650333 -0.000326974 -3.94109e-06 -0.000773052 -6.90554e-05 0.000753574 0.00149853
internal_weight=0 0.00701271 0.00595351 0.00468161 0.00289351 0.0120702 0.0104638 0.00932857 0.00827214 0.00547136 0.00440789 0.00334871 0.00280078
internal_count=3910 1146 902 584 378 2764 2547 2403 2226 1977 1346 1190 249
is_linear=0
shrinkage=0.00841354


Tree=2270
num_leaves=23
num_cat=0
split_feature=1213 14 1374 124 457 123 484 475 50 52 13 3 1 133 42 48 0 47 1 0 16 4
split_gain=0.000364428 0.000313763 0.00018386 0.000195819 0.000195274 0.000225042 0.000345059 0.000299377 0.000254647 0.000190611 0.000314713 0.000553566 0.000262149 0.000287384 0.000329614 0.000252729 0.000172397 0.000233647 0.00016545 0.000150642 0.000134083 9.69471e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.11158000000000001 0.082870000000000013 0.083745000000000014 -1.0000000180025095e-35 -0.072944999999999982 0.099470000000000017 0.11262000000000001 -0.091849999999999987 0.090325000000000003 0.077800000000000022 0.084285000000000013 0.08401500000000002 0.09227500000000001 -0.10575999999999998 0.09550500000000002 0.087075000000000014 -0.080229999999999982 -0.15168999999999996 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 10 15 12 13 14 -12 20 -14 19 -6 -18 -9 -11
right_child=1 -3 3 -5 18 -7 7 8 -10 21 11 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00093529996128993243 -0.00051923376521229286 -0.00087216091970934034 -0.00094008498715987738 0.00076878482125125071 8.908155828464758e-05 0.00069618646612342751 0.00084351377329998476 0.0010529067794824685 0.00071760057612466272 -0.00093179016865948552 -0.00047584344025662466 -0.0010003563083735396 0.00080183527202361488 -0.00099603138812106229 0.00066768062262792039 -0.0002895637462920748 -0.00063404227250644474 0.00074316134453056889 0.00093289196993802663 0.00024709325936826112 0.00026813325003900295 -0.00020631115859826745
leaf_weight=0.0011496094999831888 0.0014342327377327982 0.001045105761622824 0.00111186332137713 0.0011585818268123041 0.0013509984977053682 0.0012555048681428321 0.0011583655340027246 0.0013716706508597881 0.0011716278164494087 0.0010212471769197031 0.0017498833564190755 0.0018339595926573091 0.0013102169662531082 0.0011681910188359179 0.001183335651342432 0.0010102076089495426 0.001176690249007295 0.0010189724065341466 0.0012556038036418554 0.0010096572025087916 0.001097676894569668 0.0010424601739444789
leaf_count=592 66 122 522 39 98 226 269 77 178 178 312 91 49 290 61 55 102 47 145 211 79 101
internal_value=0 2.68322e-05 6.31206e-05 9.7272e-05 6.38787e-05 9.49968e-06 -3.48581e-05 2.00688e-05 -3.54981e-05 -9.06652e-05 -2.03479e-05 -0.000165488 1.21983e-05 -0.000294078 -1.45166e-05 0.000415583 0.000290386 8.13239e-05 0.000495546 -0.000227133 0.000704058 -0.000565322
internal_weight=0 0.0269361 0.0258909 0.0244567 0.0232981 0.0206915 0.019436 0.0183242 0.0171658 0.0159942 0.0139305 0.0104509 0.00861695 0.00410141 0.00293322 0.00347956 0.00451554 0.00320532 0.0026066 0.00218635 0.00246935 0.00206371
internal_count=3910 3318 3196 3130 3091 2848 2622 2100 1831 1653 1374 1163 1072 663 373 211 409 360 243 313 156 279
is_linear=0
shrinkage=0.00167351


Tree=2271
num_leaves=22
num_cat=0
split_feature=1213 14 147 11 1374 52 484 50 157 2 49 130 133 159 457 0 1 0 0 12 0
split_gain=0.000387915 0.000317428 0.000193698 0.000302848 0.000218181 0.000229232 0.000184296 0.00018213 0.000234316 0.00027901 0.000250523 0.000260065 0.00019814 0.000272118 0.00028962 0.0002735 0.000266775 0.0001938 0.000213733 0.000141568 9.1526e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 0.089245000000000005 0.088315000000000018 -0.094679999999999986 0.28122000000000008 -0.0043499999999999988 0.088160000000000002 -0.072409999999999988 0.12547000000000003 -0.14917999999999998 -0.0015749999999999998 -0.0087799999999999979 1.0000000180025095e-35 -0.067474999999999993 -0.10575999999999998 0.085990000000000011 -0.076734999999999984 -0.053834999999999994 0.051320000000000005 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8 10 -10 -12 -13 14 -14 16 -16 20 -19 -20 -17
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 12 13 -15 15 17 -18 18 19 -21 -22
leaf_value=-0.0010102561030825036 -0.00058306708369826701 -0.00091357179742812111 0.00078790384141544227 -0.00082502523679647854 -0.00042767791999141069 -0.00056574290349575851 0.00082681041523995373 0.00084732581976560372 0.00097940396037995178 -0.00070081820350067949 -0.00054083241064687912 -0.0005308296376434603 -0.00051202261076801895 -0.00056538144442366204 0.00020965830660739384 0.000286020332123423 0.0013223872208324443 0.0011631982901968829 0.0007316081668916547 -6.7754618100184414e-05 -0.00035859218102732049
leaf_weight=0.0010906799617684667 0.0013655101524685511 0.0010008752737555712 0.0010402354069226896 0.0011351489284621144 0.0014144204087840539 0.0013290889198826405 0.0014369244809080825 0.0012261060380314706 0.0010366956967740011 0.0011552168749672511 0.0015863558511907691 0.0010078171320226309 0.0010301304040165613 0.0010550641173135986 0.0010090958199526706 0.0010731880915031411 0.0016614952622781842 0.0010329215666945385 0.0010714482468287554 0.0016240855530116338 0.0015966820653821054
leaf_count=592 63 122 150 120 460 335 246 237 38 189 185 258 73 154 35 10 90 143 77 63 270
internal_value=0 2.89683e-05 6.68733e-05 3.54216e-05 7.84263e-05 0.000120741 0.000166321 0.000211483 0.000166619 0.000107106 0.000170232 0.000109216 0.000194006 0.000259498 0.000345675 0.0004431 0.000901937 0.000251586 0.000502979 0.000249984 -9.9482e-05
internal_weight=0 0.0258885 0.0248876 0.0238474 0.0227122 0.0213467 0.0200176 0.0186032 0.0173771 0.0159402 0.014785 0.0137483 0.0121619 0.0111541 0.010099 0.00906892 0.00267059 0.00639833 0.00372846 0.00269553 0.00266987
internal_count=3910 3318 3196 3046 2926 2863 2528 2068 1831 1585 1396 1358 1173 915 761 688 125 563 283 140 280
is_linear=0
shrinkage=0.00170698


Tree=2272
num_leaves=15
num_cat=0
split_feature=403 11 3 124 0 15 151 16 0 133 3 13 3 43
split_gain=6.62869e-05 7.00632e-05 8.80456e-05 6.86694e-05 8.30515e-05 0.000114599 0.000115212 0.000133367 9.48623e-05 0.000160969 9.71731e-05 0.000116386 5.01767e-05 4.41639e-05
threshold=-1.0000000180025095e-35 0.080455000000000013 -0.14218999999999996 -0.048219999999999992 -0.10071499999999999 -0.015439999999999997 -0.044604999999999992 -0.09601999999999998 -0.084304999999999977 -0.085714999999999986 -0.088024999999999978 -0.016579999999999998 0.092005000000000017 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -6 -10 -11 13 -9 -12
right_child=1 -3 3 4 8 -7 7 12 9 10 11 -13 -14 -15
leaf_value=-0.0021086780040785779 0.002582743650436732 -0.0017551539141499452 0.0018918852715718545 -0.0023597600753359456 -0.002792989424624465 0.0023470881657431616 0.0022966341075415023 0.00057773246177498367 0.0027156186143404686 0.0011945948708899186 0.00095585981876121766 -0.0032934076636494431 -0.0019211186445260628 -0.0014814922824015744
leaf_weight=0.0010114155030403879 0.0010733461938755981 0.0013294551557260495 0.0013707428903503389 0.0012036834752623404 0.0012810375097284049 0.001878627502742254 0.0018239377756197155 0.0010672288830364529 0.0010526374980245889 0.0011763183195036943 0.0010362761282433118 0.0015977723418018255 0.0012180174890168982 0.0010692184924636881
leaf_count=930 128 224 278 118 655 113 162 52 193 180 328 219 59 271
internal_value=0 0.000104341 0.000251064 9.24196e-05 -7.88159e-05 0.000561001 -7.05589e-05 0.000600006 -0.000716702 -0.000268337 -0.000912044 -0.0015812 -0.000754135 -0.000281884
internal_weight=0 0.0181783 0.0168488 0.0157755 0.0144048 0.0071915 0.00531287 0.00410918 0.00721326 0.00593222 0.00487959 0.00370327 0.00228525 0.00210549
internal_count=3910 2980 2756 2628 2350 504 391 273 1846 1191 998 818 111 599
is_linear=0
shrinkage=0.00841354


Tree=2273
num_leaves=21
num_cat=0
split_feature=1213 14 1374 15 42 12 43 42 42 16 157 16 0 52 47 13 15 52 4 3
split_gain=0.000432883 0.00035746 0.000191502 0.00015165 0.000212354 0.000189743 0.000271813 0.000254262 0.000274575 0.000304083 0.000245035 0.000397049 0.000402801 0.000224814 0.000201923 0.000196268 0.000175859 0.00014346 0.000250546 0.000133562
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.088190000000000004 0.08622500000000001 1.0000000180025095e-35 -0.044024999999999988 -1.0000000180025095e-35 0.085330000000000003 0.22945500000000005 -0.077044999999999988 -0.055679999999999993 -0.10209999999999998 -0.015039999999999998 0.081320000000000017 0.18622000000000002 -0.09547499999999999 0.086040000000000019 0.0021050000000000005 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 15 -7 17 16 -8 12 14 -13 19 -4 -10 18 -9 -12
right_child=1 -3 3 4 -6 7 10 8 9 -11 11 13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00092270629636266848 -0.00047273415577528052 -0.00084262346148563261 0.00095828759311315228 3.2027260104253548e-05 0.00075082030920144876 -0.0006861246193397779 0.00068971155064886925 5.7029178470606341e-05 -0.00024311978613424887 0.00028760887316806418 -0.00013836672564260575 -0.0011139459355702737 0.000983875277566643 -0.00015949767329151733 -0.00048693810259839578 9.8172097337548023e-05 -0.0010754409378859911 -0.00011531503145526252 0.0010286684082621716 0.00056491819745343747
leaf_weight=0.0011547134148818311 0.0014541292102707706 0.0010466276520659642 0.0015073235298495658 0.0019964492401130509 0.001791785041585281 0.0015253887347959072 0.0011696221516142033 0.0013547718810935569 0.0012515298984786 0.001280146325635334 0.0012231659101303869 0.0010124976137486641 0.0011160047928692532 0.0012885734551844018 0.0014939698547766778 0.001023334616496745 0.0010922090716230844 0.0013856702734639237 0.0011087021610716175 0.0012589776361915384
leaf_count=592 66 122 291 276 352 454 67 347 118 184 49 119 82 67 67 52 382 47 66 110
internal_value=0 2.54469e-05 6.13093e-05 9.38287e-05 0.000372007 4.13794e-05 0.000174042 -0.000122171 -7.05695e-06 -0.000306493 4.50579e-05 -5.6928e-05 0.000179201 -0.000579466 -4.66528e-05 0.000610478 -0.000630991 0.000274856 0.000494322 0.000218349
internal_weight=0 0.0263809 0.0253343 0.0238801 0.00378823 0.0200919 0.0110935 0.00899842 0.00747303 0.00362389 0.00856281 0.00739319 0.00509212 0.00230107 0.00397611 0.00253066 0.00234374 0.00384914 0.00246347 0.00248214
internal_count=3910 3318 3196 3130 628 2502 904 1598 1144 684 561 494 308 186 226 343 500 460 413 159
is_linear=0
shrinkage=0.00151575


Tree=2274
num_leaves=16
num_cat=0
split_feature=124 4 0 4 457 12 42 50 3 52 49 12 0 2 48
split_gain=6.61904e-05 7.75271e-05 0.000109593 8.12967e-05 8.47294e-05 9.61413e-05 8.71128e-05 0.000106905 0.000111827 0.000246875 0.000198577 0.000126122 0.000167942 7.70464e-05 3.62924e-05
threshold=0.08919500000000001 -0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.066264999999999991 -0.0089849999999999982 -0.088249999999999981 0.08568000000000002 0.076695000000000013 -0.0066199999999999991 -0.081629999999999994 0.084100000000000022 -0.075294999999999987 0.08919500000000001 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 10 14 -8 -12 13 -13 -10
right_child=-2 2 -4 4 5 6 7 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.0020638144521714728 0.0018572060531336027 -0.00180368594678321 0.0017861953171336459 -0.0020711523454523535 -0.0016924390897888923 0.002450190909509967 0.0026839072742964806 -0.0020832056182789769 0.00069085645606446874 0.0037188943991365657 0.00095501734149920712 -0.0044817629564060657 0.00068722476970674415 -0.0015743995866696844 -0.0011890323550287425
leaf_weight=0.0010712773766620677 0.0010031335673894018 0.0015705008478598083 0.0017379897084802741 0.0010300375205309119 0.0013983753980885425 0.0010347345834366946 0.0010350450197302886 0.0010498428935586295 0.0013056454057540634 0.0015434404944858482 0.0013421521526483949 0.0010200341589388694 0.0010162293090549843 0.0010149989746082687 0.0010217795681666253
leaf_count=173 76 496 234 273 350 198 98 415 48 125 125 536 374 338 51
internal_value=0 -0.000114086 7.91204e-06 -0.000193003 -9.86353e-06 0.000156242 0.00038333 0.00017668 0.000431809 0.00140201 -0.000260008 -0.000953566 -0.00179309 -0.00303168 -0.000134447
internal_weight=0 0.0181921 0.0171208 0.0153828 0.0138123 0.0127823 0.0113839 0.0103492 0.00929933 0.00387087 0.00542846 0.00439341 0.00305126 0.00203503 0.00232742
internal_count=3910 3834 3661 3427 2931 2658 2308 2110 1695 224 1471 1373 1248 874 99
is_linear=0
shrinkage=0.00747098


Tree=2275
num_leaves=14
num_cat=0
split_feature=1 147 4 16 4 12 3 4 2 0 16 3 4
split_gain=6.81805e-05 0.000125512 0.000124631 0.000116963 0.000128466 9.89944e-05 0.00012913 9.87941e-05 0.000144852 0.000178611 0.000178242 9.11061e-05 8.7968e-05
threshold=0.085835000000000009 1.0000000180025095e-35 -0.15333499999999997 0.050115000000000007 0.070230000000000015 0.083175000000000013 -0.084129999999999996 -0.077679999999999985 0.089910000000000004 -0.19631499999999999 -0.09601999999999998 -0.080664999999999987 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 7 -5 -4 -7 -2 10 -10 -9 -8 -1
right_child=1 -3 5 4 -6 6 11 8 9 -11 -12 -13 -14
leaf_value=-0.0010593906296523362 0.0031121957103459673 0.0034671045698820616 -0.0039455631730398663 -0.0042077483691265929 0.00033033758752702377 -0.0031186232160043369 0.0027687670360459068 0.0013145696830421897 -0.00060090187510504218 0.0038869781450061903 -0.003186334127663702 -0.0010782132647019522 0.002573648123943974
leaf_weight=0.0010878688399376391 0.0013008120161136323 0.0011627633699363956 0.0012642916553104473 0.0010895652669361206 0.001252314324564241 0.0014220919992118273 0.0010068481147035716 0.001459322809046129 0.0016648801708853966 0.0016483811738152135 0.001881180405366163 0.0013405983830009714 0.001455224047543612
leaf_count=75 245 166 228 319 100 807 408 174 77 289 340 591 91
internal_value=0 0.000457272 -0.000724341 0.000117376 -0.00178102 -0.00160535 -0.000820443 0.000676276 0.000200053 0.00163186 -0.00122008 0.000571803 0.00101953
internal_weight=0 0.0114592 0.00757692 0.0102965 0.00234188 0.00503383 0.00376954 0.00795458 0.00665376 0.00331326 0.0033405 0.00234745 0.00254309
internal_count=3910 1710 2200 1544 419 2034 1806 1125 880 366 514 999 166
is_linear=0
shrinkage=0.00966451


Tree=2276
num_leaves=22
num_cat=0
split_feature=1213 14 403 1 39 42 3 159 50 48 3 3 160 4 2 1 4 15 12 2 0
split_gain=0.000334242 0.000314538 0.000193354 0.000273132 0.000187853 0.000279608 0.000229634 0.00021374 0.000200275 0.000280217 0.000223705 0.000225103 0.000229896 0.000313665 0.000446449 0.000198241 0.000357113 0.000105986 8.74527e-05 7.08175e-05 4.0877e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 0.03138500000000001 1.0000000180025095e-35 0.005105000000000001 -1.0000000180025095e-35 0.10420500000000001 0.10519500000000001 0.082310000000000008 0.11930500000000001 -0.11266 -0.080884999999999985 -0.021529999999999997 0.074650000000000008 0.10393500000000001 0.086560000000000012 0.0057500000000000008 -0.031229999999999997 0.093225000000000016 0.087170000000000011 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 17 8 9 10 20 19 -13 15 -15 18 -17 -6 -14 -12 -7
right_child=1 -3 3 -5 6 7 -8 -9 -10 -11 11 12 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.00091539229221535273 -0.0007686562224444403 -0.00088759885110847642 4.7163100835536138e-05 0.0010979286152929093 0.0010302729382378501 0.00042037117183804038 -0.00028573566303814036 -0.00074056675460602557 -0.0005146517485069889 -0.00066354970030175413 -0.00011311499556448787 0.00076915015647033508 0.00057628599497609278 0.0012519289361226046 -0.00023764131496617957 -0.00093446796483800173 0.00010243925562694786 0.00031436503069839531 -9.1756296733119569e-05 -0.00073710323869659929 0.00087351362227472971
leaf_weight=0.0011095591705821894 0.0014304790545972479 0.0010237758085084861 0.0017377200149483732 0.0011521855960743843 0.0011344080386469038 0.0010693444707783328 0.0010273691474598223 0.001028779838929606 0.0016195301161892354 0.001225199399613742 0.00101307622688204 0.0015798941535875881 0.0011904182191341331 0.0012856955631290537 0.0010032286295549447 0.0016890280800183621 0.0020705464552719377 0.0011832240757557182 0.0010182452259133168 0.0010245199126259208 0.0011648513351421473
leaf_count=592 567 122 177 77 319 61 41 197 383 63 221 218 66 37 75 144 34 72 97 231 116
internal_value=0 2.20277e-05 5.83371e-05 0.000466096 6.55779e-06 -5.65562e-05 0.000372842 9.06153e-08 4.50353e-05 0.000104148 0.000170814 7.94086e-05 0.000184275 7.23668e-05 0.000599055 -0.000129627 -0.000363402 0.000664779 0.000268303 -0.000426861 0.000656628
internal_weight=0 0.0266715 0.0256477 0.00288991 0.0227578 0.0194128 0.003345 0.0179824 0.0169536 0.015334 0.0141088 0.0118747 0.00983706 0.00825716 0.00228892 0.00596824 0.00375957 0.00231763 0.00220866 0.0020376 0.0022342
internal_count=3910 3318 3196 254 2942 2510 432 1943 1746 1363 1300 1123 671 453 112 341 178 391 163 452 177
is_linear=0
shrinkage=0.00167351


Tree=2277
num_leaves=22
num_cat=0
split_feature=14 1213 1374 457 52 1 50 160 52 13 3 39 47 4 52 16 2 4 1 52 2
split_gain=0.000450183 0.000390103 0.000190076 0.000150707 0.000187496 0.000169503 0.000168987 0.000174476 0.000232537 0.000353565 0.000233014 0.000278068 0.000197798 0.000176879 0.000282483 0.000173093 0.000151813 0.000147437 0.000127894 0.000122317 9.19116e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.082870000000000013 0.41469000000000006 0.087075000000000014 0.10030500000000002 -0.081069999999999989 0.11401500000000002 -0.083924999999999986 0.11265500000000002 0.005105000000000001 0.09550500000000002 0.074650000000000008 0.089525000000000007 -0.089559999999999987 0.097940000000000013 0.11205000000000001 0.094165000000000013 -0.0045699999999999985 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 19 9 16 11 12 13 14 15 -11 17 -9 -17 -4 -18
right_child=-2 2 3 5 -6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 18 20 -19 -20 -21 -22
leaf_value=-0.00097352505446947715 -0.0011244131818177422 -0.0005387462238384558 0.00089045837473002859 7.3096071719359732e-05 -0.00064988200628016124 0.00096757071848489241 0.0006643176496441952 -0.00033494409331665843 -0.00076908476137861137 -9.0368641878909968e-05 -0.00086058365081140363 0.00067054640957686521 0.00040703797519841574 0.0003078572943193544 0.00027522042440656584 -0.0011206074136597723 0.0010436002164802636 0.00057912009202322273 -0.00036558455616775743 9.8753262143748286e-05 0.00036684820025199844
leaf_weight=0.0010693215690301327 0.0010124654192524138 0.0013687944254225917 0.0011628359770143384 0.0012509444085047053 0.0010073071795672619 0.0012186888421338929 0.0014585046796433887 0.0010373860554411104 0.0010736448260983958 0.0012133306239684714 0.0010969842409864752 0.0014080453132932049 0.0015092233005219446 0.0012268937764552471 0.0013253504608890798 0.0018850639655342018 0.0013529967574203994 0.0010194667386302612 0.0010007660268960272 0.0011127170949411713 0.0010298242845780022
leaf_count=576 135 66 160 98 242 150 279 211 72 96 52 200 113 130 151 530 62 71 154 237 125
internal_value=0 3.59195e-05 7.9517e-05 0.000115698 6.86207e-05 0.000514492 0.000104966 6.07596e-05 -1.48662e-06 5.30721e-05 -0.00011542 -2.99922e-05 -0.000150864 -0.000277454 -0.000409837 -0.000631331 0.00045785 0.000118106 -0.000858776 0.000503324 0.000751117
internal_weight=0 0.0258281 0.0247588 0.02339 0.0209203 0.00246963 0.019913 0.0184545 0.016179 0.0151053 0.0106657 0.00956867 0.00816063 0.0066514 0.00542451 0.00409916 0.00443967 0.00205685 0.00288583 0.00227555 0.00238282
internal_count=3910 3775 3199 3133 2885 248 2643 2364 1967 1895 1426 1374 1174 1061 931 780 469 282 684 397 187
is_linear=0
shrinkage=0.00170698


Tree=2278
num_leaves=15
num_cat=0
split_feature=41 2 42 52 40 2 3 150 49 0 12 43 1 1
split_gain=6.10281e-05 7.70984e-05 6.58108e-05 8.20338e-05 0.000123601 9.65422e-05 0.000175948 0.000157847 0.00020926 0.000128251 9.95863e-05 0.000111467 7.9346e-05 2.55956e-05
threshold=0.080335000000000018 -0.0098549999999999974 -1.0000000180025095e-35 0.18936500000000003 -1.0000000180025095e-35 0.11230000000000001 0.099570000000000006 0.086870000000000017 -0.0090499999999999973 -0.14808999999999997 0.084100000000000022 -0.074254999999999988 0.090355000000000005 0.083930000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -4 6 7 8 -6 -7 13 -12 -3 -10
right_child=-2 2 3 -5 5 9 -8 -9 10 -11 11 -13 -14 -15
leaf_value=0.0021558227760904766 -0.0020561507769302121 -0.0025585306462792105 0.0030945649166604248 -0.0020296133412108204 0.0038645311837050399 -0.0034196002718749506 0.0032491524462590171 -0.0025847492590595068 0.0022070244941342397 0.00055602176250123952 0.00046164243224180079 -0.0028154881083058631 0.00025292496979983497 0.00033363352007775463
leaf_weight=0.001253929023386907 0.0010184755169146678 0.0015426959686695623 0.0011361110544446567 0.0011198854401923827 0.001171137266906104 0.0011812309245908259 0.0014701089595369199 0.001411405095514684 0.0010689719661227792 0.0012094905076628576 0.0015591820353834749 0.0014995474642325105 0.0014196149124938023 0.0010795335970514852
leaf_count=222 173 832 203 352 149 78 105 164 143 269 355 614 178 73
internal_value=0 0.000102792 -4.98171e-05 0.000197577 0.000392638 0.000129159 0.000526099 1.21968e-05 0.000586849 -0.00140829 -0.000150321 -0.00114498 -0.00121121 0.00126572
internal_weight=0 0.0181228 0.0168689 0.0139066 0.0127867 0.0116506 0.00925989 0.00778978 0.00637837 0.00239072 0.00520724 0.00305873 0.00296231 0.00214851
internal_count=3910 3737 3515 2505 2153 1950 1603 1498 1334 347 1185 969 1010 216
is_linear=0
shrinkage=0.00858181


Tree=2279
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 1 11 124 403 13 3 0 3 0 13 1 1 1 15 3 0 12
split_gain=0.000443399 0.000303851 0.000156521 0.000175627 0.000193442 0.000218774 0.000231313 0.000190744 0.00024858 0.000191477 0.000211951 0.000254262 0.000212269 0.000242119 0.000161469 0.000130075 0.00017223 0.00012424 0.000122897 0.000100691 0.000166926
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.082870000000000013 0.12811000000000003 0.088315000000000018 -0.036134999999999994 0.03138500000000001 -0.0082649999999999998 -0.15002999999999997 -0.10071499999999999 0.090325000000000003 -0.072264999999999982 -0.081734999999999988 0.087075000000000014 0.092730000000000021 0.085110000000000005 -0.091024999999999981 0.11265500000000002 -0.032484999999999993 0.097955000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 9 -9 -8 11 15 13 -12 -5 16 -11 -13 -6 -14 -21
right_child=1 -3 3 14 18 -7 7 8 -10 10 12 17 19 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.00095508453707245403 -0.0004511700422736713 -0.0007859472407326962 0.00066329210247967005 8.8367865276377258e-05 0.00074158267074827936 -0.00070295350665930173 0.00055020598541203789 0.00095849950147862601 -4.7715171826232645e-05 0.00012119995275360227 -0.00018506106094943846 -0.00056523947165881448 0.00014930866040190765 -0.0012184961458353923 0.0008673640677189057 -3.1405118698799381e-05 0.0010000168052798309 0.00012008930593251182 9.9451932994607198e-05 -0.00078799543404144807 6.0362632356727483e-05
leaf_weight=0.0011556252307149744 0.0013631362258710302 0.0010627458961071775 0.0012553304863066736 0.0012940032449446628 0.0014035785414779475 0.0010489500167405455 0.0010077488573763628 0.0010109552220195495 0.0013989973726054586 0.0010712038943140765 0.0010028414522940277 0.0017153348005898295 0.0016468289173472289 0.0011789730069122857 0.0012508322925422997 0.0015377915500849326 0.0010610409473912341 0.0010014417650650032 0.0014468573304083875 0.0010869916491656039 0.0011314846551580549
leaf_count=592 66 122 168 98 156 104 98 86 106 112 504 73 356 715 150 58 21 50 141 104 30
internal_value=0 2.36568e-05 5.81913e-05 8.7673e-05 4.12031e-05 -1.7583e-05 2.4442e-05 -2.61501e-05 0.000374384 -9.79616e-05 -0.000150495 4.59199e-05 -0.000357942 -0.000743492 0.000471258 0.00031133 0.000558514 -0.000312618 0.000415642 -0.000140315 -0.000355309
internal_weight=0 0.0259771 0.0249143 0.0235512 0.0210064 0.0181559 0.017107 0.0158516 0.00240995 0.0134417 0.0124339 0.00638681 0.00604712 0.00218181 0.00254484 0.00367004 0.00213224 0.00271678 0.00285044 0.00386531 0.00221848
internal_count=3910 3318 3196 3130 2882 2585 2481 2313 192 2121 2023 314 1709 1219 248 191 133 123 297 490 134
is_linear=0
shrinkage=0.00154607


Tree=2280
num_leaves=14
num_cat=0
split_feature=1 43 39 16 51 151 2 1 4 15 3 4 156
split_gain=6.20369e-05 0.000111938 0.000158575 0.000109996 0.000260258 0.000130676 0.000186607 0.000127553 0.000101189 9.471e-05 7.72443e-05 7.72133e-05 4.89114e-05
threshold=0.085835000000000009 -0.24333999999999997 0.005105000000000001 -0.055679999999999993 -0.004559999999999999 -0.0088999999999999982 0.090420000000000014 0.092550000000000007 -0.15333499999999997 0.084955000000000017 -0.076539999999999983 -0.49837999999999999 0.085050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 12 -3 7 -7 11 10 -10 -1 -5
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00089276544667671483 -0.002120079948393464 -0.0013002924787509156 0.0031758210389179428 0.0020167230008025501 -0.0040601564112776349 0.0021368431706677614 0.0037513137744184127 -0.0015016920645676865 -0.001002472467737905 0.00015110480814623883 -0.0036267576291490519 0.0019984685385022842 -0.00051724597836291244
leaf_weight=0.0011084094083371188 0.0011097882836193272 0.001370916068546944 0.0014406798487142892 0.0010638410577307189 0.0011874133515816726 0.0012600221732195797 0.0017001201576725966 0.0013664238304650529 0.00172161068238302 0.0019622878532348058 0.0013707375037517776 0.0014514188550784884 0.0010106412591199265
leaf_count=75 63 143 350 147 267 187 164 186 948 760 326 91 203
internal_value=0 0.000370097 0.000635823 0.000227388 -0.000980522 0.000918935 0.00162212 0.000243874 -0.000589618 -0.0012663 -0.00216573 0.00074656 0.00078223
internal_weight=0 0.0115098 0.0104001 0.00895938 0.0032619 0.00569748 0.00432657 0.00262645 0.00761446 0.00505464 0.00309235 0.00255983 0.00207448
internal_count=3910 1710 1647 1297 617 680 537 373 2200 2034 1274 166 350
is_linear=0
shrinkage=0.00824856


Tree=2281
num_leaves=14
num_cat=0
split_feature=484 52 1374 52 1 3 160 42 43 47 16 3 42
split_gain=5.66907e-05 6.54288e-05 0.000102381 0.000190632 0.000121457 0.000151639 7.04627e-05 8.38916e-05 0.000119914 0.000100736 0.000134556 0.000146706 7.63982e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.095439999999999983 -0.40083499999999994 0.080320000000000016 0.082730000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07526999999999999 0.09550500000000002 -0.088144999999999987 -0.077689999999999995 0.093230000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -3 -8 12 10 11 -10 -9
right_child=1 6 3 4 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.0017403092776433749 -0.0016601930682202796 -0.0017773218311051811 -0.0019450977364387123 6.11217495665045e-05 0.0056799014631932661 0.0015292465001793766 -0.0016418118056270431 0.0036019226734359902 0.0026979530804066274 0.0018771476684613664 -0.0025994949950463868 -0.0014231178427677187 0.00041739480311747381
leaf_weight=0.0013009160984985861 0.0010043497426863723 0.0018882322191339585 0.0010330315452908544 0.0013204362432344746 0.0011037111880811377 0.0015708150663831244 0.0017955122564975506 0.0011778842609596694 0.0011512640358072718 0.0012800256442200286 0.0018803270814298253 0.0014219647086926915 0.0010488614878788978
leaf_count=612 30 625 356 199 272 136 681 105 198 87 356 170 83
internal_value=0 0.000115915 0.000841311 0.00134099 0.00219072 0.00324212 -0.000259885 3.38129e-05 0.000411763 -0.000244641 -0.000854479 0.000420652 0.00210192
internal_weight=0 0.0176764 0.00603234 0.00502799 0.00399496 0.00267453 0.0116441 0.00975584 0.00796033 0.00573358 0.00445356 0.00257323 0.00222675
internal_count=3910 3298 993 963 607 408 2305 1680 999 811 724 368 188
is_linear=0
shrinkage=0.00858181


Tree=2282
num_leaves=20
num_cat=0
split_feature=1213 14 1456 157 14 13 52 52 15 3 3 13 15 42 47 2 4 4 2
split_gain=0.000476464 0.000463102 0.000229667 0.000209416 0.000201179 0.000176969 0.000161906 0.000160083 0.00029254 0.000251006 0.000232039 0.000313796 0.000167797 0.000201631 0.00017932 0.000209141 0.000218541 0.000154399 0.000134634
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.073574999999999988 -0.13131999999999996 -0.091229999999999992 0.083750000000000005 0.10433000000000002 -0.03231499999999999 0.11265500000000002 0.097615000000000021 0.17936000000000002 0.088190000000000004 -1.0000000180025095e-35 0.09550500000000002 0.086650000000000019 0.00046500000000000008 -0.0017649999999999999 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 18 9 -9 10 11 12 13 -7 15 17 -17 -15 -6
right_child=1 -3 3 4 5 7 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.00097968575492016815 -0.00064772898244244226 -0.0010063853365147647 0.0006251205175674925 -0.00046240895594964641 0.00026271621238940134 -0.00063125268457167301 -6.1023674494099999e-05 0.00099506005072865812 -8.8060976307054902e-05 -0.00074150866545168062 0.0006914172220423313 -0.0007209122514359248 0.00049366447752548866 2.9228487374777392e-05 0.00059277289390535749 0.00061974581435125949 -0.00026777195790359811 -0.0007386437479264303 0.00090179993115620412
leaf_weight=0.0011971680079075819 0.0010470545516586193 0.0010123572910844666 0.0016401614083061252 0.0016758116511413892 0.0017133458900841442 0.001192382923848702 0.0014914431323744259 0.001049334999087638 0.0013798645301276715 0.0011520683052363987 0.001098015005037257 0.0014606072257400656 0.0016709416714487668 0.0011613956442119849 0.0012265375249497692 0.0015288118981450147 0.0011712710876440637 0.0013575859904188326 0.0014588445133874618
leaf_count=592 310 119 407 111 125 368 111 143 216 76 49 117 287 174 107 204 139 123 132
internal_value=0 1.83187e-05 6.07027e-05 9.23636e-05 5.22591e-05 9.51424e-05 0.000359097 1.54607e-05 0.000379812 -5.25199e-05 1.43652e-05 -5.46641e-05 4.98728e-05 -4.72143e-05 6.0828e-05 -6.41849e-05 0.000234749 -0.00038461 0.000556622
internal_weight=0 0.0254878 0.0244755 0.0234284 0.0217883 0.0201125 0.00466363 0.0154488 0.0024292 0.0130196 0.0118675 0.0107695 0.00930893 0.00763799 0.0064456 0.00521906 0.00270008 0.00251898 0.00317219
internal_count=3910 3318 3199 2889 2482 2371 368 2003 359 1644 1568 1519 1402 1115 747 640 343 297 257
is_linear=0
shrinkage=0.00154607


Tree=2283
num_leaves=22
num_cat=0
split_feature=1213 14 403 1 159 160 124 123 12 50 48 1 12 1 133 3 4 2 16 2 0
split_gain=0.000402354 0.000318313 0.000155191 0.000244205 0.000156651 0.000156323 0.000167089 0.000279764 0.000295314 0.000216242 0.00030748 0.000182273 0.000356162 0.000262537 0.000266092 0.000277889 0.000262273 0.000197863 0.00014181 0.000187494 0.0001271
threshold=-1.0000000180025095e-35 0.064610000000000015 0.03138500000000001 1.0000000180025095e-35 0.10856 -0.217635 0.10230000000000002 1.0000000180025095e-35 -0.0089849999999999982 0.082310000000000008 0.11930500000000001 0.10786000000000001 0.10214500000000001 0.092550000000000007 0.086975000000000011 -0.11266 0.05309500000000001 0.090695000000000012 -0.008734999999999998 0.086775000000000005 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -7 10 11 12 13 14 15 -10 18 -15 19 -17 -13
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 20 -14 17 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.001001297523239095 -0.00054830989049029963 -0.00088438297033557433 5.3151291179613339e-05 0.0010896658691453424 -0.00061710105435949629 -0.00083749487429733011 0.00074115377083796327 0.00083551528677311589 0.0012803122780807705 -0.00060240765166297153 -0.000702998947927432 0.00091158926473927366 -0.0008668457570038063 -0.00086287186707010991 -0.0002563131894634975 0.00033723842904533329 0.0010868836828196022 0.00019182474592806649 0.00052093728951685078 -0.00062876622950765052 0.00013935548213543381
leaf_weight=0.0011519302744770121 0.0011853602965355555 0.0010635197623708728 0.0017435757932556519 0.0010679964501272288 0.0010669546407221569 0.0011568583125746773 0.00108485728918807 0.0012382429332492761 0.0010980092031598289 0.0013347993425949804 0.0012270452660616557 0.0015294333832052143 0.0010207843321928681 0.0010612647435861442 0.0017268595672058629 0.0011898559429399072 0.0010575398523241519 0.0010129940193011056 0.0016023093841391512 0.0011525208438508336 0.0010455728078470209
leaf_count=592 307 122 177 77 230 145 44 241 44 388 76 79 122 68 400 133 36 138 213 155 123
internal_value=0 2.99264e-05 6.94498e-05 0.000446879 2.07527e-05 5.35915e-05 9.01068e-05 5.18338e-05 -4.53216e-06 5.54729e-05 0.000115112 0.000189488 9.31705e-05 0.000192144 0.000335233 0.000502689 0.000331997 -0.000347796 0.000129618 -0.000138065 0.000598026
internal_weight=0 0.0256664 0.0246028 0.00281157 0.0217913 0.0207243 0.0195389 0.0184541 0.0172158 0.016059 0.0147242 0.0134971 0.0109221 0.00990135 0.00782709 0.00610024 0.00500223 0.00207426 0.00394469 0.00234238 0.00257501
internal_count=3910 3318 3196 254 2942 2712 2405 2361 2120 1975 1587 1511 1309 1187 981 581 537 206 501 288 202
is_linear=0
shrinkage=0.00170698


Tree=2284
num_leaves=20
num_cat=0
split_feature=1213 14 403 1 147 52 15 0 16 42 42 16 15 12 47 47 160 150 0
split_gain=0.000409289 0.000298206 0.000164104 0.000252687 0.000143764 0.000301865 0.000158615 0.000172422 0.000171313 0.000246142 0.000244457 0.000195128 0.000188394 0.000356662 0.000126324 0.000182864 0.000172456 0.000149448 8.1462e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 -0.24219999999999997 0.15480500000000005 0.054425000000000008 -1.0000000180025095e-35 0.091230000000000019 -0.014099999999999998 0.083935000000000023 0.088435000000000014 0.09550500000000002 0.078345000000000012 0.086110000000000006 0.10808000000000002 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 -8 18 12 13 14 15 16 -11 -18 -10
right_child=1 -3 3 -5 -6 -7 7 -9 10 11 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0010236020622664743 0.00051955216662149921 -0.0008631333293443558 5.4827849550991759e-05 0.0011124421620100889 0.00053253923487597333 -0.00084955830934458005 -0.00074982186228285429 0.00056565741120605099 -0.00094666575516039804 0.0005239986450855643 0.00022172241925205206 0.00066688628678094523 0.0006152387983723996 -0.00094397790819287326 0.0005349356468029357 -0.00066969886058841589 -0.00065559025619070597 0.00025265957241278088 -0.00034098166908210289
leaf_weight=0.0010793361134439549 0.00169676910000235 0.0010035953896712487 0.0016603820226523394 0.0010221792615128789 0.0014121406177625999 0.0011562016141807704 0.0010131566196254329 0.0013007358259772553 0.0014039345794270575 0.0016528478481241775 0.0012713220002202076 0.0015249376696836571 0.0012527773234394801 0.0011459375053079479 0.001307035641287424 0.0010477592860196339 0.001020780316934089 0.0010088213712862171 0.0011164518402997379
leaf_count=592 257 125 177 77 199 321 426 37 268 208 149 360 221 124 79 41 65 17 167
internal_value=0 2.984e-05 6.87805e-05 0.000457828 1.74495e-05 -2.09965e-05 3.29341e-05 -1.84572e-05 -6.99127e-05 3.60443e-05 -0.000376576 0.000115977 1.63916e-05 -8.80499e-05 7.4415e-05 -5.28345e-05 0.000122681 -0.000204141 -0.000678367
internal_weight=0 0.0240178 0.0230142 0.00268256 0.0203316 0.0189195 0.0177633 0.0160665 0.0147658 0.0109741 0.00379171 0.0099609 0.00843596 0.00718318 0.00603724 0.00473021 0.00368245 0.0020296 0.00252039
internal_count=3910 3318 3193 254 2939 2740 2419 2162 2125 1541 584 1115 755 534 410 331 290 82 435
is_linear=0
shrinkage=0.00167351


Tree=2285
num_leaves=15
num_cat=0
split_feature=124 158 50 48 4 12 47 3 1 12 1 12 4 16
split_gain=5.72831e-05 8.1785e-05 9.36727e-05 0.000114492 0.000119887 0.000114521 0.000150711 0.000149442 0.000130124 0.000162516 0.000109947 9.1642e-05 9.2887e-05 3.31804e-05
threshold=0.0049200000000000008 0.087355000000000016 0.086465000000000014 0.11930500000000001 0.27020000000000005 -0.0089849999999999982 0.09550500000000002 0.10420500000000001 0.09112000000000002 0.092365000000000017 0.085990000000000011 0.089745000000000005 -0.00027999999999999998 -0.078399999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 11 12 13 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0018374664608457251 0.001711776460471942 -0.0021603954521594412 -0.0015871163244792058 -0.0021821050690530312 0.0023142424800082556 -0.00044939020343144371 0.0028826483112998603 0.0022030221226663712 -0.002025247444923068 -0.0022704286253194335 0.0027676157213800253 0.0021507568102900419 0.0012595273482478545 -0.0023724011877241467
leaf_weight=0.0014520879303112763 0.0010188112812600228 0.0010233710774278674 0.0018230703609735327 0.0010454947271768536 0.0015881709971456012 0.0010013951142836181 0.001210065771503289 0.0015762876829671932 0.0018979472508405537 0.0012139784260709503 0.0011828289900972511 0.0010038029170529039 0.0011409053143791583 0.0010018429357856241
leaf_count=223 91 375 686 108 295 394 165 104 265 474 96 154 140 340
internal_value=0 -0.000108745 1.37669e-05 0.000204336 0.000379187 0.000136843 0.000392151 9.13561e-05 -0.000302901 0.000196571 0.000758382 0.000185428 -0.000442025 -0.00141111
internal_weight=0 0.0181612 0.0171379 0.0153148 0.0142693 0.0126811 0.0112291 0.010019 0.0084427 0.00654475 0.00533078 0.00414795 0.00314414 0.00200324
internal_count=3910 3819 3444 2758 2650 2355 2132 1967 1863 1598 1124 1028 874 734
is_linear=0
shrinkage=0.00747098


Tree=2286
num_leaves=15
num_cat=0
split_feature=41 158 159 157 3 1 16 1 3 2 12 4 4 3
split_gain=6.28406e-05 7.8019e-05 6.95495e-05 8.63386e-05 7.39104e-05 6.38556e-05 0.000197383 0.000185004 0.000119446 9.93977e-05 0.000149173 0.000127702 6.0325e-05 2.89451e-05
threshold=0.080335000000000018 0.085745000000000002 0.087945000000000009 -1.0000000180025095e-35 -0.15002999999999997 0.094385000000000011 -0.27337499999999998 0.11215000000000001 0.11265500000000002 0.086545000000000025 0.095295000000000019 -0.077679999999999985 0.00046500000000000008 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 9 -7 -8 -9 11 12 -6 13 -11
right_child=-2 -3 -4 4 5 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0020137307718600572 -0.0019816401839048026 -0.0020752568148558787 0.0020202922309894228 0.0023488508293842037 0.00016644944770220559 -0.0018192003731661538 0.0038582784607646592 0.0018549310930929047 -0.0016013308854216949 0.00098854299106476955 -0.002130085838094362 -0.0034876836214797328 -2.9212270090141872e-05 0.0028797145924040375
leaf_weight=0.0011915255887118342 0.0010031706719569036 0.0010193169378204031 0.0013072386573849638 0.0010207577582859806 0.001217963567482036 0.0014563301597140957 0.0015472694717524804 0.0014924428813805771 0.0011638263872899533 0.0010371288273766472 0.001307201421418866 0.0012856139867595054 0.0019067601115085459 0.0010808126513875459
leaf_count=518 173 390 273 119 515 228 269 112 80 320 360 242 194 117
internal_value=0 9.78943e-05 0.000228082 7.89288e-05 0.000250701 9.20012e-05 0.00074651 0.00163541 0.000340593 -0.000380776 0.000243351 -0.00170999 0.00101423 0.00195363
internal_weight=0 0.0180342 0.0170149 0.0157076 0.0145161 0.0134953 0.00565987 0.00420354 0.00265627 0.00783548 0.0053319 0.00250358 0.0040247 0.00211794
internal_count=3910 3737 3347 3074 2556 2437 689 461 192 1748 991 757 631 437
is_linear=0
shrinkage=0.00808683


Tree=2287
num_leaves=14
num_cat=0
split_feature=12 160 15 43 52 2 1 0 49 13 52 15 0
split_gain=5.3869e-05 0.000139473 0.000121247 0.000145855 0.000158473 0.000128242 0.000215824 0.000128255 9.56519e-05 0.000110956 0.000121837 0.000229157 9.63961e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.035895000000000003 -0.044024999999999988 -0.074484999999999982 0.11339500000000001 0.094695000000000015 -0.15291499999999997 -0.075429999999999983 -0.094679999999999986 0.083750000000000005 -0.052074999999999989 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 -3 12 11 -11 -10
right_child=1 8 -4 4 5 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.0029648181768700765 -0.0029406544796040787 0.0019101767817063476 -0.0022727264785729132 -0.0019890820273853749 0.0023217569634577809 -0.0010840100919644283 0.0047835252452530048 -0.0019255056730002479 -0.0005568014069800651 0.00053043518757960582 0.00044662839239288242 -0.0047891648852018114 0.002927306189437217
leaf_weight=0.00179199629701224 0.0014278955082065942 0.0015178899792580589 0.001070922774379702 0.0017742135520163469 0.0010821332894792599 0.0014887495624686282 0.0012397172370416862 0.0010145134490981943 0.0013096529098063359 0.0010287511500834531 0.001681953717242838 0.0014190572469108993 0.001056723110048171
leaf_count=351 903 114 95 165 51 196 101 78 146 343 646 681 40
internal_value=0 -0.000469669 0.00044655 0.000793592 0.000204012 0.00101042 0.001945 0.000266616 -2.94024e-05 -0.000482605 -0.0013316 -0.00255347 0.000999053
internal_weight=0 0.00944192 0.00946225 0.00839132 0.00659933 0.00482511 0.00333636 0.00209665 0.00801403 0.00649614 0.00412976 0.00244781 0.00236638
internal_count=3910 2873 1037 942 591 426 230 129 1970 1856 1670 1024 186
is_linear=0
shrinkage=0.00858181


Tree=2288
num_leaves=20
num_cat=0
split_feature=1213 147 484 148 50 52 13 13 2 3 150 3 4 474 49 0 403 3 4
split_gain=0.000364253 0.000293449 0.000193835 0.000285916 0.00018011 0.000163832 0.000377597 0.000221976 0.000216661 0.000176477 0.00014412 0.000444646 0.000160056 0.000250819 0.000201325 0.000228181 0.00013063 0.000225813 7.11656e-05
threshold=-1.0000000180025095e-35 0.089245000000000005 -0.0043499999999999988 -1.0000000180025095e-35 0.10030500000000002 0.11401500000000002 -0.082249999999999976 -0.089899999999999994 0.091525000000000009 0.16699000000000003 0.086420000000000011 0.094625000000000015 -0.23071499999999998 0.080165000000000014 -0.0090499999999999973 -0.10209999999999998 0.03138500000000001 -0.075679999999999983 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 -10 12 -12 -9 14 -14 -16 17 -17 -19
right_child=1 -3 3 4 -6 6 -8 10 9 -11 11 -13 13 -15 15 16 -18 18 -20
leaf_value=-0.00089449939106014226 -0.00052105097869921846 0.00080343352850300285 -0.00076932415746868625 -0.00011020444788722411 0.00065533411898011096 -0.0010629308808050293 0.00017913217062306091 -0.00038564346761763582 0.0009789245689369782 0.00018584821479169931 -0.001078139894864908 0.00028006380769540843 0.00054147097968849304 0.00085240608361060574 -0.00050648193232214725 -0.00050106597934410991 0.00054423194133489789 0.00049831914241736696 -3.6784676973039176e-05
leaf_weight=0.0010660913751255599 0.001638958880631535 0.0011152941507711371 0.0010217948469586338 0.0013372455386889718 0.0011785047001976736 0.0010134450060231559 0.0013840657464910177 0.001639254190011979 0.0016077974823981434 0.0011506689828943671 0.0010921171349863668 0.0012195281813092151 0.0016290315414116442 0.0010445556514149809 0.001983816601480639 0.0014952311141978084 0.0012556934387308039 0.001354365338289169 0.0010583094221342797
leaf_count=592 568 157 86 136 244 113 212 166 94 93 177 21 95 144 152 559 93 99 109
internal_value=0 2.812e-05 -7.75326e-06 2.96942e-05 6.77677e-05 3.35982e-05 -0.000345897 8.45195e-05 0.000400514 0.0006481 -9.45619e-06 -0.000361608 6.15762e-05 0.000136223 5.09844e-05 -6.08068e-05 0.000110418 -2.89753e-05 0.000263598
internal_weight=0 0.0252197 0.0241044 0.0224654 0.0214436 0.0202651 0.00239751 0.0178676 0.00409571 0.00275847 0.0137719 0.00231165 0.0114603 0.009821 0.00877645 0.00714742 0.0051636 0.00390791 0.00241267
internal_count=3910 3318 3161 2593 2507 2263 325 1938 323 187 1615 198 1417 1251 1107 1012 860 767 208
is_linear=0
shrinkage=0.00154607


Tree=2289
num_leaves=15
num_cat=0
split_feature=2 3 3 40 4 42 47 42 457 3 13 15 0 12
split_gain=5.29291e-05 0.000151107 9.06062e-05 8.95034e-05 0.00014033 0.000157563 0.000189235 9.70144e-05 8.31033e-05 0.000153853 0.000120865 0.000184304 0.000167571 8.43023e-05
threshold=0.11542500000000001 0.12566000000000002 0.15165000000000003 -1.0000000180025095e-35 -0.08422499999999998 -0.088669999999999985 0.096175000000000024 0.084100000000000022 0.082870000000000013 0.090325000000000003 -0.09547499999999999 -0.094924999999999995 -0.10209999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 8 -5 10 -10 -7 12 -12 -13
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 11 13 -14 -15
leaf_value=-0.0029273082796024354 0.0031495477392547589 -0.0012100593889170144 0.0023753513721182827 -0.0034389949806194389 0.0030866478456015719 0.0024691357300029959 -0.0036535423450321279 0.00021851275845211163 -0.00080166747369948593 0.0042048956234050265 -0.0015052962823069421 -0.00054124239713823782 0.00391142471943091 -0.0039709183989673847
leaf_weight=0.0011775752275640069 0.0015724088736859985 0.0013070581654861003 0.0011187515198117426 0.0017729517559744229 0.0015432119061702899 0.001177602792934925 0.0012244724464003107 0.0010288999322088377 0.0010191145822834573 0.001199761849765224 0.0010227312760401341 0.0010882726374337932 0.0010281880978628738 0.0015740198686243871
leaf_count=273 402 172 79 554 201 155 218 122 106 48 62 165 149 1204
internal_value=0 0.00117062 -0.000224967 -0.000420777 -0.000205002 0.00028206 -0.000181621 -0.00209588 0.000342601 0.00190542 -0.00024606 -0.000924456 0.00121027 -0.00256896
internal_weight=0 0.00287947 0.0159756 0.0148568 0.0136792 0.0108774 0.00933416 0.00280185 0.00810969 0.00221888 0.00589081 0.00471321 0.00205092 0.00266229
internal_count=3910 574 3336 3257 2984 2308 2107 676 1889 154 1735 1580 211 1369
is_linear=0
shrinkage=0.00947501


Tree=2290
num_leaves=22
num_cat=0
split_feature=14 1213 1374 124 12 15 12 475 150 3 52 12 3 160 43 4 15 16 43 16 2
split_gain=0.000434203 0.000428256 0.000255093 0.000208962 0.000195875 0.000214775 0.000232599 0.000330887 0.000266361 0.000257403 0.000256841 0.000244047 0.00022634 0.000348584 0.000212368 0.000201 0.000218671 0.000271946 0.000190886 0.000186385 7.95583e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.11158000000000001 0.11655500000000001 0.088190000000000004 0.084100000000000022 -0.050754999999999995 0.089155000000000012 -0.015794999999999997 -0.06724999999999999 0.10333000000000002 -0.11266 0.031805000000000007 -0.075819999999999985 -1.0000000180025095e-35 -0.14487999999999998 -0.057604999999999996 -0.090634999999999979 -0.078844999999999985 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 18 -11 12 -8 14 -14 -12 -17 -18 -9 20 -7
right_child=-2 2 3 -5 -6 19 11 8 -10 10 15 -13 13 -15 -16 16 17 -19 -20 -21 -22
leaf_value=-0.00099691830165595462 -0.0010834631941799651 -0.00062726982812364687 0.0011115433430950333 0.00083604126290614731 -0.00062098037504539885 0.0011250588625224096 0.00017102282871627589 1.7281861088273333e-05 0.00087452875755149437 -0.00075993189685870973 0.00052470585369740247 0.00046002583326061987 -0.0013647107471456551 0.00021718094632425599 -0.00045216237760701536 0.00035269849679457328 -0.0011323314559500961 -2.1237271175112938e-06 0.0010092207678600827 -6.463362926233453e-05 0.00048829441981489781
leaf_weight=0.0010935153829199065 0.0010227519822632583 0.0013762195816520153 0.0010006255272310425 0.0010714064808233356 0.0010648481459269781 0.0010339362824560716 0.0016833070667632228 0.0010948148240964555 0.001115195766257235 0.001513565266868357 0.0015678600045648822 0.001295894009781022 0.0013213925673683574 0.0011543959466754627 0.0015543728284858017 0.0013481402387906898 0.0010450527111071084 0.0013883459620984626 0.0010786165621720235 0.0010694228864228652 0.0011729023237923575
leaf_count=576 135 66 171 39 149 92 167 85 127 169 64 150 486 193 345 171 61 39 146 384 95
internal_value=0 2.8151e-05 7.30775e-05 0.000113963 7.95828e-05 0.000114381 4.32362e-05 0.000193382 0.000102881 7.65061e-06 -0.000151297 -0.000195653 -0.000344371 -0.000559639 -0.000871471 2.09104e-05 -0.000187968 -0.000487505 0.000509555 0.000508763 0.000786628
internal_weight=0 0.0260438 0.0249503 0.0235741 0.0225027 0.0214378 0.0181616 0.0111522 0.0101516 0.0090364 0.00686296 0.00700936 0.00571347 0.00403016 0.00287577 0.0053494 0.00378154 0.0024334 0.00217343 0.00327626 0.00220684
internal_count=3910 3775 3199 3133 3094 2945 2374 1033 862 735 504 1341 1191 1024 831 335 271 100 231 571 187
is_linear=0
shrinkage=0.00167351


Tree=2291
num_leaves=14
num_cat=0
split_feature=1 0 151 15 0 12 157 42 4 2 4 16 43
split_gain=5.71854e-05 0.000138346 0.000116708 0.000145167 8.66102e-05 0.000230663 9.93178e-05 0.000122441 0.000106216 0.000177835 9.51036e-05 9.04079e-05 0.00011507
threshold=0.12730000000000002 -0.053834999999999994 0.085710000000000022 0.091915000000000011 -0.077944999999999987 0.090965000000000018 -0.077044999999999988 0.083725000000000008 0.26048500000000002 0.091025000000000009 0.0057500000000000008 0.061570000000000007 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 9 10 -8 -6 -13
right_child=1 -3 -4 -5 11 -7 7 -9 -10 -11 -12 12 -14
leaf_value=0.0022002296701642532 0.0032956808568335707 -0.0009989076286501101 0.0026194843984629558 -0.0034306025429136321 0.0022649260404871752 -0.0043672652100470409 -0.0029116980627718662 0.0014107389110458632 -0.0035732235322017566 0.0019931983335453383 9.7574367262514723e-05 0.0014802623347603284 -0.0019495099669251841
leaf_weight=0.0011534689970809468 0.0011788728848059976 0.001039603213000154 0.0010261042681014082 0.0010624761937142466 0.0018843973282609778 0.0010702807954255386 0.0018894403134691474 0.0018521281328629981 0.0010650065564487277 0.0013937461152601083 0.0013094942303976953 0.0015143725068543501 0.0013741411877869758
leaf_count=247 193 152 122 574 348 393 503 612 103 127 62 220 254
internal_value=0 0.00128319 -0.000183845 -0.000368604 -0.000144339 -0.000608681 -0.000144337 -0.000504451 -0.00113142 -0.000565181 -0.00167984 0.00080261 -0.00015137
internal_weight=0 0.00221848 0.0165951 0.015569 0.0145065 0.00973357 0.00866328 0.00750982 0.00565769 0.00459268 0.00319893 0.00477291 0.00288851
internal_count=3910 345 3565 3443 2869 2047 1654 1407 795 692 565 822 474
is_linear=0
shrinkage=0.00858181


Tree=2292
num_leaves=15
num_cat=0
split_feature=4 15 151 48 51 40 47 3 16 2 15 2 3 1
split_gain=5.54981e-05 8.53004e-05 9.40622e-05 8.12154e-05 0.000131662 8.55368e-05 0.000159401 0.000129512 0.000136075 0.000109949 0.000209799 0.000192004 8.30464e-05 7.88349e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.088294999999999985 0.093225000000000016 0.089355000000000004 -1.0000000180025095e-35 0.09550500000000002 0.10666500000000002 0.15737500000000001 0.086545000000000025 -1.0000000180025095e-35 0.09116500000000001 -0.08824499999999999 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 10 -7 -11 -12 -2
right_child=13 2 3 -5 -6 6 -8 -9 -10 11 12 -13 -14 -15
leaf_value=-0.0024642474469171441 -0.00043953267518424295 0.002336333304647345 -0.0022250990202002229 0.0016283687336730911 -0.0034258903053984769 -0.0045820398728214102 0.0027942228481267774 0.0025393980258045699 -0.0034427618085463799 0.003374866345340558 -0.0017691488617061796 -0.00093398333916276232 0.0014161995431232388 0.0027112366083355201
leaf_weight=0.0011283720306166081 0.0011079078515211225 0.0011541999553630897 0.0013347406295773712 0.0015681354696349585 0.0010027065912230704 0.0010120594366206156 0.0013822569693281448 0.0010155311819044499 0.0011508914106546364 0.0013423627421440994 0.0010505153381939276 0.001760516355622967 0.0014143358049787029 0.0012387806344628515
leaf_count=275 109 199 154 233 301 164 110 61 327 370 263 421 591 332
internal_value=0 -0.000187752 -1.86261e-05 -0.000212305 -0.00044385 -0.000183006 8.61034e-05 -0.00034189 -0.000720386 -0.000244207 -0.00129219 0.000930105 5.86095e-05 0.00122371
internal_weight=0 0.0163166 0.0151883 0.0140341 0.0124659 0.0114632 0.0101285 0.00874621 0.00773068 0.00657979 0.00347691 0.00310288 0.00246485 0.00234669
internal_count=3910 3469 3194 2995 2762 2461 2307 2197 2136 1809 1018 791 854 441
is_linear=0
shrinkage=0.00858181


Tree=2293
num_leaves=15
num_cat=0
split_feature=11 3 130 133 160 52 4 4 42 12 4 4 15 1
split_gain=5.53848e-05 9.05544e-05 7.03556e-05 0.000154381 0.000152746 0.000153703 0.000101616 0.000143254 0.000158519 0.000208507 0.00010048 8.5213e-05 6.36856e-05 5.88231e-05
threshold=0.08184000000000001 -0.14218999999999996 -0.08075499999999998 -0.0056849999999999991 -1.0000000180025095e-35 0.0053050000000000007 0.25367000000000006 -0.056579999999999991 0.088235000000000022 0.051320000000000005 0.0057500000000000008 -0.23071499999999998 -0.095799999999999982 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 13 7 11 9 10 -9 -6 -12 -5
right_child=-2 2 3 4 6 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.0025362901437201153 -0.0019022218295649221 0.0022547819791494386 -0.0028485467136699708 -0.0017931688545139333 0.00056516316743587325 -0.00457177027492928 0.0029011194394202035 -0.0022882010174096958 0.0020344440878516255 -0.0045925546891231557 -0.00063503022935207799 0.0038241671504825364 0.0024065030285329524 0.0013002710386352447
leaf_weight=0.0011983073864355485 0.0011999854883395491 0.0010211722585370649 0.0016451615741938279 0.0010149500263009923 0.0014747857485087335 0.001018252603825931 0.0014158590837766083 0.0012335277097693343 0.0015653369965596547 0.0011975795747652396 0.0011048228170356111 0.0012124872808148687 0.0011816442770182789 0.0010244021408531284
leaf_count=165 224 157 882 359 107 433 249 172 247 299 32 433 36 115
internal_value=0 0.000120994 -5.86624e-05 -0.00021523 0.000107021 -0.0016821 0.000633729 0.000275843 -0.000476831 -0.0013101 -0.000193331 0.00203561 0.000936832 -0.00023928
internal_weight=0 0.0173083 0.01611 0.0150888 0.0134436 0.0030576 0.010386 0.00897018 0.00628291 0.00471757 0.00351999 0.00268727 0.00228647 0.00203935
internal_count=3910 3686 3521 3364 2482 907 1575 1326 786 539 240 540 68 474
is_linear=0
shrinkage=0.00910708


Tree=2294
num_leaves=20
num_cat=0
split_feature=14 1213 403 1 123 1 48 42 50 159 47 1 47 52 150 160 1 133 0
split_gain=0.000348548 0.000339849 0.000246473 0.000273488 0.000185338 0.000236677 0.000373286 0.000347327 0.000255012 0.000239168 0.000237378 0.000555992 0.00026649 0.000209687 0.000240188 0.000155683 0.000249684 0.000129891 0.000128199
threshold=0.064610000000000015 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.14000500000000002 0.12649500000000002 -1.0000000180025095e-35 0.082310000000000008 0.10519500000000001 0.078345000000000012 0.11026000000000001 0.09550500000000002 0.11401500000000002 0.08882000000000001 -0.026849999999999995 0.086560000000000012 0.093845000000000026 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 10 11 13 -12 14 15 -9 17 18 -17
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.00085106061787116455 -0.00089400273694625204 -0.0008458861606706477 0.0001032420315494674 0.0010969425003314365 0.00049660821164017614 0.00060666682983780932 -0.00099577594565290815 0.00090980321471082143 -0.00066289429420182721 -0.0006359682051824356 -0.00076313727604703061 0.001276553906428599 0.00013498488085761094 -0.0004627621656017146 -0.00027126904681327535 0.00032188115463535795 -0.0004348610256206351 -5.5179445211695826e-05 0.00096271801256710783
leaf_weight=0.001019788978351587 0.0010322656833894042 0.0011639099025997418 0.0016865418011766378 0.0010898506921744877 0.0016741752451850901 0.0012656469393765501 0.0010150544237843553 0.0010453066475172327 0.0011784064738037314 0.0010242661242934508 0.00131294021363114 0.0011311624958003164 0.0019815861199831142 0.001242235770510137 0.0018337673380948716 0.0018419256206035732 0.00100720973072288 0.0010177228508358171 0.0012543236944129186
leaf_count=576 138 588 177 77 310 99 78 121 368 175 71 121 143 189 174 152 160 142 51
internal_value=0 2.29012e-05 6.04024e-05 0.000493311 3.13968e-06 -3.96319e-05 -8.49501e-05 -3.06765e-05 2.91079e-05 8.46099e-05 0.000138609 0.00025343 -0.000222936 0.000128213 0.000219976 0.000366061 0.000255075 0.00042399 0.000581491
internal_weight=0 0.0247858 0.023766 0.00277639 0.0209896 0.0193155 0.0180498 0.0170348 0.0158709 0.0146924 0.0136682 0.0103737 0.00329453 0.00924249 0.00800026 0.00616649 0.00512118 0.00411397 0.00309625
internal_count=3910 3772 3196 254 2942 2632 2533 2455 1867 1499 1324 1110 214 989 800 626 505 345 203
is_linear=0
shrinkage=0.00154607


Tree=2295
num_leaves=15
num_cat=0
split_feature=484 4 16 0 16 2 52 0 48 43 3 3 3 3
split_gain=5.48252e-05 5.19324e-05 7.56395e-05 6.56045e-05 0.000195598 0.000162554 0.000130037 0.000119686 0.000131469 0.000111296 9.52619e-05 0.000113929 0.000117358 4.98803e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.38486499999999996 -0.10575999999999998 -0.014754999999999999 0.085805000000000006 -0.068164999999999989 -0.089879999999999974 0.085790000000000019 0.013605000000000001 -0.010319999999999998 -0.078884999999999997 -0.09113499999999998 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -5 9 10 11 12 -9 -3
right_child=1 13 3 7 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0017717723969052866 -0.0020084089145120309 0.0025948736925831906 0.0028874509778084234 -0.0025710028979762265 0.0042361986278037058 0.00053036159684844548 -0.0036825837745247782 0.00030054373625826769 0.0027134765680213307 0.0018621794557321678 -0.0031745678329496022 0.0015965695987936821 -0.0035305060741265474 -3.1404118411875086e-05
leaf_weight=0.0012617639071266949 0.0013942478106917589 0.0011844587299789612 0.0010016155108139024 0.0014751482398169726 0.0010861521881984923 0.001260971397044397 0.001011835583114018 0.0013296519123444214 0.0012792255270215915 0.0013657332749438741 0.0011452482941872698 0.0014969876623723843 0.0011362358306868765 0.0010412433674581723
leaf_count=612 126 295 62 308 122 72 81 358 255 293 98 320 756 152
internal_value=0 0.000118589 -6.67461e-05 0.000132474 0.00101727 -5.04769e-05 -0.00134521 -0.000285614 0.000149218 -0.000357477 -0.000950935 -0.000308318 -0.00146473 0.00136623
internal_weight=0 0.0172088 0.0149831 0.0135888 0.00436057 0.00327442 0.00227281 0.00922823 0.00775308 0.00647386 0.00510812 0.00396288 0.00246589 0.0022257
internal_count=3910 3298 2851 2725 337 215 153 2388 2080 1825 1532 1434 1114 447
is_linear=0
shrinkage=0.00875344


Tree=2296
num_leaves=15
num_cat=0
split_feature=41 2 156 158 457 151 1 1 0 1 15 0 133 43
split_gain=5.53289e-05 6.56544e-05 6.63647e-05 8.71362e-05 8.32693e-05 0.000144877 0.000134951 0.000214551 0.000169136 0.000106152 0.000110731 0.00030424 7.51604e-05 8.4995e-05
threshold=0.078535000000000008 -0.0098549999999999974 0.090135000000000007 1.0000000180025095e-35 -0.067474999999999993 0.056555000000000001 0.076710000000000014 0.089075000000000015 -0.084074999999999997 0.094890000000000016 -0.10981499999999998 -0.10131499999999999 0.084285000000000013 -0.019509999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 -6 -9 -11 -12 13 -10
right_child=-2 2 -4 -5 5 -7 7 9 12 10 11 -13 -14 -15
leaf_value=0.0020972912360466799 -0.0019048081326433364 -0.0020547750551632399 -0.0021297805685165012 -0.0022773252128230554 -0.0026758990434074879 -0.0024543556657823837 0.0042666178606155071 -0.0017895198828034892 0.0034815267063092884 -0.0006139715800179661 0.0057353065151084133 -4.8288425769372608e-05 -0.0010297728210285617 0.00014372571673863338
leaf_weight=0.0011409543211741589 0.001068163708648622 0.0010334891345747848 0.0010399241459122235 0.0010464094204014349 0.0015470398577172081 0.0011340631125630546 0.0016191254506909836 0.0010212263654899023 0.0010248257016365354 0.00146834378371397 0.001127670891119488 0.0016499344612528367 0.0011654398420712503 0.0012437504671327189
leaf_count=220 195 245 344 401 664 78 189 221 202 171 113 279 344 244
internal_value=0 0.000107865 -3.2933e-05 0.000111654 0.000289771 0.00047614 0.000756182 0.0015345 -0.000319841 0.000694649 0.00129214 0.00229977 0.000741574 0.00165157
internal_weight=0 0.0172622 0.0161212 0.0150813 0.0140349 0.0130014 0.0118674 0.0068863 0.00498106 0.00526718 0.00424595 0.00277761 0.00343402 0.00226858
internal_count=3910 3715 3495 3151 2750 2505 2427 973 1454 784 563 392 790 446
is_linear=0
shrinkage=0.00858181


Tree=2297
num_leaves=20
num_cat=0
split_feature=1213 14 1374 124 123 133 130 48 151 12 160 4 12 151 0 1 133 16 133
split_gain=0.000435294 0.000275441 0.000182909 0.000218143 0.000198314 0.000309176 0.000238171 0.00021826 0.000214283 0.000293973 0.000365762 0.000247295 0.000274302 0.000236298 0.000173474 0.000171476 0.000196444 0.000178678 7.53666e-05
threshold=-1.0000000180025095e-35 0.056865000000000006 -0.094679999999999986 0.11158000000000001 0.083745000000000014 -0.085714999999999986 -0.0015749999999999998 0.11930500000000001 -0.016164999999999995 -0.0089849999999999982 -1.0000000180025095e-35 0.25367000000000006 0.10214500000000001 -0.083919999999999981 -0.11524 0.092550000000000007 0.085625000000000021 -0.057604999999999996 -0.10870499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 18 -7 8 13 -10 14 12 15 -8 -11 16 17 -12 -4
right_child=1 -3 3 -5 -6 6 7 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0010247838681123969 -0.00052540971729703623 -0.00078049486795811354 0.00031207762047938604 0.00084309154760781654 0.00068343853455986585 -0.00075877131091573076 8.4331588522548108e-05 -0.00064313939203984713 -0.00083443759522760055 -0.00010314724898211136 0.00019576485696212435 0.00078705456193727528 -0.00068867207076977923 0.00098719206469853951 -0.0010208036776926715 -0.0002315685904755001 -8.5373145262599228e-05 0.00098860698760149749 0.00092536871316695646
leaf_weight=0.0010290705806524974 0.0012257811629501339 0.0010060469018174359 0.0010178979085092923 0.0010102945560308959 0.0013111441458465564 0.0010945944814877108 0.0018864234097138999 0.0012039484361503474 0.0010684142989282825 0.0010976893065546278 0.00140917648804606 0.0015054070476026027 0.0010524623220475177 0.0012450419135087024 0.00103609849227393 0.0017409718876301161 0.0016370786358581024 0.001538283868580563 0.0010566011527538789
leaf_count=592 66 128 306 39 278 204 255 95 130 51 117 82 108 141 560 229 312 129 88
internal_value=0 4.34357e-05 7.92615e-05 0.000113088 7.78023e-05 3.72677e-05 -3.22758e-05 1.61511e-05 6.83131e-05 -2.8849e-05 4.92747e-05 0.000192916 7.16873e-05 0.000443301 -0.000548732 0.000198199 0.000361402 0.00060955 0.000624444
internal_weight=0 0.0241434 0.0231373 0.0219115 0.0209012 0.0195901 0.0175156 0.016421 0.015217 0.0120856 0.0110172 0.00888338 0.00737797 0.00313147 0.00213379 0.00632551 0.00458454 0.00294746 0.0020745
internal_count=3910 3318 3190 3124 3085 2807 2413 2209 2114 1718 1588 977 895 396 611 787 558 246 394
is_linear=0
shrinkage=0.00160853


Tree=2298
num_leaves=15
num_cat=0
split_feature=52 1 376 47 42 133 43 14 1 3 151 12 0 13
split_gain=5.19017e-05 0.00010139 0.000112746 0.00016121 0.000120786 0.000140512 0.000178566 8.33238e-05 0.0001449 0.000104036 8.23229e-05 7.49977e-05 0.000108163 7.2488e-05
threshold=-0.40083499999999994 0.14000500000000002 0.048375000000000008 0.10887000000000001 -1.0000000180025095e-35 0.090085000000000012 -0.070369999999999988 -0.13131999999999996 0.094695000000000015 0.11818000000000002 -0.0074049999999999993 0.088325000000000015 -0.13027499999999997 -0.076679999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 13 -8 10 -10 -9 12 -12 -6
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 11 -13 -14 -15
leaf_value=-0.0022048740415946976 -0.0025016714329708601 0.0032500163491562028 0.0032185330178073593 -0.0041766266037282064 0.0015153168320678429 -0.0030624378248853426 -0.0027236690740734017 0.0016621905817789766 0.0041472273435681521 -0.00011157057851885983 -0.0001160987493013009 0.00068510480343264807 -0.0043991782676634185 0.0048765532792490575
leaf_weight=0.0010659724117875946 0.0017819659100020346 0.0010282899127835197 0.0010263173872330179 0.0010471344908919997 0.0015515293351631692 0.0011477191151217847 0.0010592123850287098 0.001200126030849573 0.0014467396104725586 0.00103497618090298 0.0011430621315745018 0.0011935906868492524 0.0013558310377209547 0.0011944386089715519
leaf_count=401 909 163 179 146 529 459 84 82 153 98 72 191 324 120
internal_value=0 0.000127225 -7.12059e-05 -0.000293972 -5.81508e-06 0.000354974 0.000705815 -3.38098e-05 0.000352549 0.00237114 -0.000671355 -0.0014298 -0.00243998 0.00297738
internal_weight=0 0.0172109 0.0161826 0.0151563 0.0141092 0.0123272 0.0111795 0.00843354 0.00737433 0.00248172 0.00489261 0.00369248 0.00249889 0.00274597
internal_count=3910 3509 3346 3167 3021 2112 1653 1004 920 251 669 587 396 649
is_linear=0
shrinkage=0.0102561


Tree=2299
num_leaves=21
num_cat=0
split_feature=1213 14 1374 403 1 457 12 3 4 2 2 15 1 3 4 15 47 1 52 43
split_gain=0.00041782 0.00031949 0.000190402 0.000130871 0.000249452 0.000181129 0.000211053 0.000325385 0.000279069 0.000264798 0.000201906 0.000164739 0.000131667 0.000130435 0.000126298 0.000236061 0.000111872 9.86614e-05 8.43112e-05 4.4522e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.03138500000000001 1.0000000180025095e-35 0.082870000000000013 0.084100000000000022 0.090325000000000003 0.08734500000000002 0.092745000000000008 0.10742000000000002 -0.12259499999999998 0.10561500000000001 -0.081954999999999986 0.056740000000000006 -0.24219999999999997 0.09252500000000001 0.087075000000000014 -1.0000000180025095e-35 0.079060000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 10 9 13 16 -10 -9 -8 -14 -16 18 -7 -4 -11
right_child=1 -3 3 4 -6 17 8 12 11 19 -12 -13 14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00089647741936917265 -0.00046610544469628199 -0.00074999649180743718 0.00070168646705438787 5.2458809920980839e-05 0.00095639229181584376 0.00014483289506333189 -0.0011274207604441153 -0.00057130721347206886 -0.00026250740131637042 -0.00025166204561727931 0.00097201538359338645 0.00042167725792371057 0.00040697778633717115 -0.00040997129539351842 0.00029328505100898058 -0.00062318255435262393 -0.00011980531298184343 0.00074178545369126751 0.00019846254937479869 0.00015558580364589169
leaf_weight=0.001030024340034282 0.001287628962781894 0.0010188208223303038 0.0011680636050217033 0.0016329346347902776 0.0010068628387362999 0.0011531020868815736 0.0010604004884730376 0.0010617509708159556 0.0011726914551928869 0.0012049355673574673 0.0010035011848067796 0.0018515567805310884 0.0010845679503503902 0.0010087714771165714 0.0011000973832225782 0.0011975616203044881 0.0011531012783085881 0.001107171757890886 0.0016230141673275224 0.0010039862939649341
leaf_count=592 66 125 189 177 77 83 567 108 84 438 163 139 82 456 68 54 53 139 166 84
internal_value=0 3.26175e-05 6.74638e-05 9.92799e-05 0.000397234 5.77832e-05 6.40639e-06 0.000148019 -0.000175724 -0.00041049 0.000399984 0.000156376 -0.000132505 -0.000777647 5.24438e-06 -0.000184387 0.000254444 0.000437244 0.000409061 -6.65621e-05
internal_weight=0 0.0239005 0.0228817 0.0215941 0.0026398 0.0189543 0.016694 0.00939166 0.00730234 0.00427809 0.00494768 0.00302425 0.00444398 0.00206917 0.00338223 0.00229766 0.00394418 0.00226027 0.00279108 0.00220892
internal_count=3910 3318 3193 3127 254 2873 2651 883 1768 1545 571 223 312 1023 204 122 408 222 355 522
is_linear=0
shrinkage=0.00142833


Tree=2300
num_leaves=23
num_cat=0
split_feature=1213 1456 453 4 16 11 0 43 403 16 16 16 47 0 16 52 13 49 4 15 42 1
split_gain=0.000480366 0.000377777 0.000209251 0.000274023 0.000291885 0.000217668 0.000168019 0.000173861 0.000192249 0.000178161 0.000286766 0.0002537 0.000259743 0.000182316 0.000180314 0.000244235 0.000289236 0.0001391 0.000128261 0.000108307 0.000107439 7.04689e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27608500000000008 -0.071319999999999981 1.0000000180025095e-35 0.18055000000000002 -0.24333999999999997 0.03138500000000001 0.42021000000000003 0.26364000000000004 -0.014099999999999998 0.09550500000000002 -0.096384999999999985 -0.063614999999999991 0.084890000000000007 -0.083924999999999986 -0.047309999999999998 -0.032604999999999995 0.088190000000000004 -0.10770999999999999 0.11368000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 21 6 7 20 9 10 11 12 14 -13 15 16 -9 -18 -15 -10 -3 -5
right_child=1 2 -4 4 -6 -7 -8 8 19 -11 -12 13 -14 18 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0010150635828333721 -0.000908589715292896 -0.00076565450047420239 -0.00060216615184216006 0.00057994546686640145 -0.00016759427783654879 -0.00067247520477548245 0.0006508160367472563 0.00063763667664642522 0.00018516343592391918 0.00061598523082976545 -0.00084423134918173829 0.0008718705637463962 0.00053257519191930074 0.00045555925483267793 -0.00076782744792134444 -0.00066372941787384268 8.4378736920917799e-05 -0.00056996698925954818 -0.00027720866072059036 0.00088353324796361106 -4.2919954961236648e-05 0.0011676711978972048
leaf_weight=0.0011757301375903825 0.0010568017458278322 0.0010418991334925076 0.0011543038576281575 0.0010197141534502158 0.0010028433757853211 0.001067305818466562 0.0011238514215969322 0.0014747504524573376 0.0011940561726263557 0.0011158259134221868 0.0010186463531662035 0.0012270521287773839 0.0013042471135344957 0.0013149193434327383 0.0012843237046931549 0.001547264635127811 0.0018380910953974573 0.0014415382500943038 0.0010835629147140377 0.001027461752181047 0.0010048476180433133 0.0010097186082786503
leaf_count=592 332 62 91 97 91 195 28 157 126 115 140 85 96 207 191 362 52 241 314 39 71 226
internal_value=0 1.51757e-05 5.37679e-05 8.51303e-05 0.000528424 2.14537e-05 5.84072e-05 2.32152e-05 7.587e-05 1.03184e-05 -3.9615e-05 2.58721e-05 -0.000117508 0.000377456 -0.000229276 -0.000119515 5.75935e-05 -0.000203234 0.000124517 0.000508163 -0.000410829 0.000872361
internal_weight=0 0.026353 0.0252962 0.0241419 0.00303228 0.0211096 0.0200423 0.0189185 0.0168717 0.0146502 0.0135344 0.0125157 0.00889022 0.00362553 0.00758597 0.00630164 0.00475438 0.00327963 0.00239848 0.00222152 0.00204675 0.00202943
internal_count=3910 3318 2986 2895 414 2481 2286 2258 2125 1960 1845 1705 1099 606 1003 812 450 293 521 165 133 323
is_linear=0
shrinkage=0.00157699


Tree=2301
num_leaves=22
num_cat=0
split_feature=14 1213 147 11 1374 52 0 16 1 15 13 51 160 0 13 43 3 16 13 1 3
split_gain=0.00044544 0.000422934 0.000246953 0.00031081 0.000231091 0.000243578 0.000216394 0.000354265 0.000263325 0.000370045 0.000288468 0.000253897 0.000295418 0.00029019 0.000270992 0.000223269 0.000204955 0.000193624 0.000188337 0.000118219 0.000114104
threshold=0.073890000000000011 -1.0000000180025095e-35 0.089245000000000005 0.088315000000000018 -0.094679999999999986 0.28122000000000008 0.18055000000000002 0.050115000000000007 1.0000000180025095e-35 0.084955000000000017 -0.082014999999999991 0.077145000000000005 -0.025614999999999995 -0.14293499999999998 -0.086544999999999997 -0.044024999999999988 -0.075679999999999983 -0.079209999999999989 -0.088444999999999982 0.092550000000000007 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 10 -6 12 -10 -13 -14 16 -9 -16 -17 -19 -11
right_child=-2 2 -4 -5 5 -7 -8 15 11 20 -12 13 14 -15 17 18 -18 19 -20 -21 -22
leaf_value=-0.00098138421886681017 -0.0010915208351312184 -0.00060048241912242009 0.00088070701767167109 -0.00082011211690425582 2.3425338520516645e-05 -0.00059140252360035631 0.00090983302483282598 -0.00041445554999288 0.0010294505800101973 2.4937833267965995e-05 -0.0010712205658271008 0.00041210781850105121 0.00066292533006634738 0.0015269570406486889 -0.00056204867215854995 -0.00017450708858728908 0.00055469734250639937 0.00057370961363055126 -0.0010881231059076807 -0.00018146125949152544 0.00079205667522617344
leaf_weight=0.0011676511174407286 0.0010844404313980057 0.0013837103371816531 0.0010473447444274133 0.0011811160619599184 0.0015480937319472454 0.0013275625333841667 0.0010713192244919669 0.0012031826053304218 0.0011658609685609722 0.0010181966516017021 0.0012826675973651256 0.00174992929854767 0.0017131217089063882 0.0011130072858116513 0.0018207748037861182 0.0013769865791554148 0.0013483380986149748 0.0011428066422705125 0.0012581833549109916 0.0012811894416777936 0.0012692905530876653
leaf_count=576 135 63 150 120 292 335 29 272 177 197 305 47 124 129 198 61 105 90 200 121 184
internal_value=0 2.38717e-05 6.84979e-05 3.48154e-05 7.67594e-05 0.000118059 0.000162147 0.000122672 0.000254838 -5.99841e-05 -0.000472578 0.000416187 0.000243644 0.000845521 8.98742e-05 -0.000262229 9.76884e-05 -0.0001414 -0.00061072 0.000174568 0.0004506
internal_weight=0 0.0274703 0.0263027 0.0252553 0.0240742 0.0226905 0.0213629 0.0202916 0.0151049 0.00511825 0.00283076 0.00998669 0.00712375 0.00286294 0.00595789 0.00518669 0.00255152 0.00424477 0.00263517 0.002424 0.00228749
internal_count=3910 3775 3199 3049 2929 2866 2531 2502 1864 978 597 886 710 176 533 638 377 409 261 211 381
is_linear=0
shrinkage=0.00170698


Tree=2302
num_leaves=22
num_cat=0
split_feature=1213 14 1186 130 48 50 158 13 52 47 159 48 52 13 2 13 52 1 1 2 1
split_gain=0.000462143 0.000305532 0.000169825 0.000229687 0.000185116 0.000193315 0.000272235 0.000170433 0.000264709 0.000176441 0.00017421 0.00017108 0.00027353 0.000255178 0.000208101 0.000170788 0.000160046 0.000232078 0.000201967 0.000161083 0.000131754
threshold=-1.0000000180025095e-35 0.064610000000000015 0.085080000000000003 -1.0000000180025095e-35 0.12675000000000003 0.10119500000000002 0.087355000000000016 -0.091229999999999992 0.090640000000000012 0.080860000000000015 -0.09551999999999998 0.095825000000000007 -0.27466499999999994 0.0066400000000000009 0.10679500000000001 0.17936000000000002 0.084240000000000023 0.095155000000000017 0.09112000000000002 0.087005000000000013 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 20 -9 12 -12 14 16 -15 17 18 19 -14 -5
right_child=1 -3 -4 4 -6 -7 -8 10 -10 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0009391456802966407 -0.00059087465950468775 -0.00075850290766479834 0.00062411489884222574 0.00055064472105664721 -0.00043940219863711303 -0.0005254750017048167 -0.00057601229427747043 0.00066833386905774668 -0.00010777180188504118 0.00014032508535920214 -0.00059459404758876815 0.00056183805011058869 0.00049690786000292206 0.00082296213482095074 -0.0005947315658054455 3.3664336460082595e-05 -0.00046459361683579172 0.00078607056176123403 -0.00051057926723094673 -0.00014786386646292686 0.0012659607529979637
leaf_weight=0.0011080465320624016 0.0012041590613021532 0.0010216549422314 0.0010633637271728604 0.0012005734014625602 0.0014570344272202265 0.0010046077376364626 0.0010954615050157183 0.0010267115708236527 0.0014322860179174501 0.0010075509697070606 0.0014814921969524076 0.0012288030285040339 0.0017543998879175479 0.0013873248139463779 0.0012587024476256644 0.0010022408731510078 0.0010648284680426778 0.001002981461303557 0.0011663161823984858 0.001548150857847104 0.0010032526097722601
leaf_count=592 230 122 76 62 111 359 254 138 69 48 296 138 218 131 133 55 242 147 63 269 157
internal_value=0 2.20336e-05 5.47286e-05 2.8773e-05 6.25009e-05 9.78876e-05 0.000129739 0.000171382 0.000413077 0.000645378 9.07644e-05 4.47787e-05 -9.68218e-06 7.53985e-05 -5.22779e-05 0.000491912 5.2177e-05 0.000152741 1.05984e-05 0.000194655 0.00087628
internal_weight=0 0.0254119 0.0243902 0.0233269 0.0221227 0.0206657 0.0196611 0.0185656 0.00464366 0.00321138 0.013922 0.0128952 0.0116664 0.0101849 0.00779538 0.00238957 0.00653668 0.00547185 0.00446887 0.00330255 0.00220383
internal_count=3910 3318 3196 3120 2890 2779 2420 2166 336 267 1830 1692 1554 1258 1072 186 939 697 550 487 219
is_linear=0
shrinkage=0.00145689


Tree=2303
num_leaves=21
num_cat=0
split_feature=1213 14 157 159 48 39 13 52 2 48 52 16 13 47 51 1 13 0 16 0
split_gain=0.000371346 0.000374575 0.000177045 0.000176094 0.000200536 0.000163412 0.000176224 0.000378636 0.000212897 0.000176729 0.000233997 0.000441248 0.000321266 0.000181735 0.000223159 0.000190339 0.000209953 0.000189139 0.000140926 7.77021e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.077044999999999988 0.10519500000000001 0.12675000000000003 -1.0000000180025095e-35 -0.091229999999999992 0.090640000000000012 0.097940000000000013 0.095825000000000007 -0.27466499999999994 0.24895000000000003 0.17936000000000002 0.09252500000000001 0.08955500000000001 0.085990000000000011 0.019675000000000002 -0.082994999999999985 -0.09601999999999998 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 10 -8 12 13 14 15 16 17 19 -17 -12
right_child=1 -3 3 -5 -6 6 9 -9 -10 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=-0.00094804313141306996 0.00054354992757830534 -0.00094152178285723581 -0.00053510772536107996 -0.00062151914205217521 -0.00059352846711145776 0.00035497414824534941 -0.00064653063557005338 -0.00041240701234889794 0.0012581725681622563 0.00062053367890670119 -0.00017274988225270254 0.001072968487557831 -0.00085081024436985152 -0.00055711888995537133 -0.00039827174031131134 0.00097958203172618104 0.00066912404197794174 -0.00068758141144123779 0.00027869428653014316 0.00045154777468367328
leaf_weight=0.0011048674707878616 0.0019134059334262416 0.0010388123599894264 0.0010511406763714501 0.0010837730682510737 0.0012068281103747571 0.0016116242968331135 0.0013756674656031842 0.0010280960543821438 0.001245409062841929 0.0013363990639584577 0.0011201937322986195 0.0010721447144729493 0.0011485331571462381 0.0011331139327891435 0.0017027893830442939 0.0013002738733748163 0.0010742217634274187 0.0011959793485151558 0.0019016109306828691 0.0010302430289479275
leaf_count=592 438 122 60 247 99 134 237 83 104 152 157 62 108 69 151 165 72 290 350 218
internal_value=0 2.34687e-05 6.43323e-05 2.37922e-05 5.62694e-05 9.48475e-05 0.000129199 0.000441435 0.000748687 5.03827e-05 -3.83012e-06 6.59021e-05 -2.71215e-05 6.33352e-05 0.000138726 0.000258686 3.80364e-05 -0.000164547 0.000563322 0.000126342
internal_weight=0 0.0255703 0.0245314 0.022618 0.0215343 0.0203274 0.0192763 0.00388513 0.00285703 0.0153912 0.0140548 0.0126791 0.011607 0.0104584 0.00932531 0.00762252 0.00442064 0.00334642 0.00320188 0.00215044
internal_count=3910 3318 3196 2758 2511 2412 2352 321 238 2031 1879 1642 1580 1472 1403 1252 737 665 515 375
is_linear=0
shrinkage=0.0016407


Tree=2304
num_leaves=15
num_cat=0
split_feature=4 1 49 52 133 43 3 49 1 1 15 12 43 133
split_gain=5.83085e-05 7.04439e-05 7.01688e-05 8.05278e-05 9.97679e-05 0.000100275 0.000111202 0.000119508 0.000222148 0.000219268 0.000135517 9.21714e-05 7.10712e-05 0.000148752
threshold=0.27608500000000008 0.11198000000000001 0.10960000000000002 0.11401500000000002 -0.090054999999999982 0.0016850000000000001 -0.075954999999999981 -0.07107999999999999 0.11215000000000001 0.095575000000000007 -0.008624999999999999 0.088965000000000002 -0.17307499999999998 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 12 -8 9 10 -9 -7 -6 -14
right_child=1 -3 -4 -5 5 11 7 8 -10 -11 -12 -13 13 -15
leaf_value=-0.0019555218926129892 -0.00027060620934539964 0.0021460423358656286 0.0016194939807167626 -0.001759671926440343 0.00012167226701282546 0.0029765061636056653 -0.0015266273068769709 -0.00061693787031392045 -0.0017215736380928998 0.0043905746587209298 0.002396244810179869 1.3297314380294433e-05 -0.0037231678816125086 -0.00013184011433071079
leaf_weight=0.0013064392360400906 0.0011253448899739295 0.0012753014278399691 0.0010273892721209639 0.0016312199005633988 0.0012935595911975515 0.0010438596137631881 0.0013600223167678296 0.0017498176732586232 0.0013031488370133237 0.0010494901375458499 0.0012815825979992619 0.001037226468853597 0.0011532954952977849 0.0011333574461808464
leaf_count=428 109 332 251 507 136 84 177 131 85 101 129 135 732 573
internal_value=0 0.0010132 -0.000161683 -0.000280953 -0.000105038 8.9841e-05 -0.000194332 0.000338017 0.000809031 0.00161713 0.000656943 0.00149962 -0.00119712 -0.00194316
internal_weight=0 0.00240065 0.0163704 0.015343 0.0137118 0.0124054 0.0103243 0.00674406 0.00538404 0.00408089 0.0030314 0.00208109 0.00358021 0.00228665
internal_count=3910 441 3469 3218 2711 2283 2064 623 446 361 260 219 1441 1305
is_linear=0
shrinkage=0.00704007


Tree=2305
num_leaves=21
num_cat=0
split_feature=1213 14 403 1 151 48 160 42 0 49 15 1 43 49 48 2 160 2 0 47
split_gain=0.000459555 0.000351575 0.000210146 0.000256349 0.000178094 0.000296457 0.000226808 0.000196512 0.000238243 0.00018518 0.000194285 0.000149137 0.000142914 0.000136462 0.000123672 0.000209911 0.000174968 0.000162409 0.000343549 0.000166113
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 1.0000000180025095e-35 -0.016164999999999995 0.092250000000000013 -0.11175999999999998 -1.0000000180025095e-35 -0.029849999999999998 0.093425000000000022 0.083935000000000023 0.088675000000000018 -0.019509999999999996 -0.07107999999999999 0.087945000000000009 0.11260500000000001 -1.0000000180025095e-35 0.086650000000000019 0.076335000000000014 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 11 -6 8 -8 10 13 -2 -12 -9 15 16 -15 19 -19 -18
right_child=1 -3 3 -5 6 -7 7 9 -10 -11 12 -13 -14 14 -16 -17 17 18 -20 -21
leaf_value=-0.0010913493840639472 0.00012479125549824695 -0.00095308775401832405 8.8505696223979029e-05 0.0011365968214705592 -0.00083865448029799569 -0.00034712149783700582 -0.0010947376596942239 -0.00063146999498729845 7.4870779342206458e-05 0.00067529078474353843 0.00092091600930746976 0.00089378200101412301 4.2810763236926973e-05 -0.00068062337747189434 -0.00048122091811902881 0.00067092382069391466 -0.00056140303217142593 0.0011503516508065497 -0.00020426454739840707 0.00022550505462386208
leaf_weight=0.0011153912024735443 0.0011793735701459964 0.0010213649487606355 0.0017076568590494437 0.0011298780185644564 0.0010444698125855285 0.0013744912787014979 0.0010221154068529182 0.0012559059699978068 0.0010077975078954205 0.001271887197752424 0.0010240383242392515 0.0019496773661663337 0.0011426856248410453 0.0011376531131460409 0.001498488943131121 0.0013333259157687453 0.0016675798290642597 0.0010012965603835577 0.0011984741657111719 0.0014712920623161097
leaf_count=592 234 125 177 77 346 136 498 95 34 190 180 223 170 189 119 134 169 80 81 61
internal_value=0 2.80936e-05 6.91346e-05 0.000505845 1.17134e-05 0.000313675 -6.79196e-05 -1.77087e-05 -0.000514058 5.42454e-05 -7.8012e-06 0.000603941 0.000457821 -0.000103302 -3.20388e-05 5.41491e-05 -7.28312e-05 5.6688e-05 0.000412333 -0.000192553
internal_weight=0 0.0254395 0.0244181 0.00283753 0.0215806 0.00450354 0.017077 0.0160325 0.00202991 0.0140026 0.0127307 0.00312905 0.00216672 0.010564 0.00930811 0.00780962 0.0064763 0.00533864 0.00219977 0.00313887
internal_count=3910 3318 3193 254 2939 593 2346 2000 532 1468 1278 457 350 928 833 714 580 391 161 230
is_linear=0
shrinkage=0.00170698


Tree=2306
num_leaves=16
num_cat=0
split_feature=484 42 4 47 12 12 16 16 4 15 1 2 3 4 16
split_gain=5.4274e-05 5.87277e-05 6.88341e-05 8.88964e-05 9.31739e-05 9.44269e-05 0.000125008 0.000173218 0.000110409 0.000121088 0.000117472 0.000102509 8.22301e-05 8.17582e-05 6.15615e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.27020000000000005 0.09550500000000002 0.10214500000000001 0.093125000000000013 0.15737500000000001 -0.014099999999999998 0.00046500000000000008 -0.094449999999999992 0.094385000000000011 0.089710000000000012 0.10856000000000002 -0.082054999999999975 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 -10 -9 -4 -11 -5
right_child=1 -3 12 14 -6 -7 -8 11 10 13 -12 -13 -14 -15 -16
leaf_value=-0.0015908507685015382 0.0025348929649386324 -0.0015094754884097707 0.0031073522670365143 0.0029394136967372734 -0.0025072380555536873 0.001928320148112364 -0.0026201449926556153 0.00037835518821945329 -0.0031685091936751804 0.00077876411598178834 0.00027335071188057885 0.0037223176151574048 -3.8979445963188257e-06 -0.0023238587541201381 0.00027037500877678567
leaf_weight=0.0012761933061029252 0.0010444856020618361 0.0013132807177904755 0.0010734693110558196 0.0010076857050838051 0.0010388885245347377 0.0013642031175611158 0.0012671660356390656 0.0012790661362756328 0.0016497323316447959 0.0010769861145239826 0.0010018227347149411 0.0010486591054001647 0.0010624680241926344 0.0010586215198059392 0.001178427350755463
leaf_count=612 81 402 226 94 216 328 208 317 167 374 52 154 148 409 122
internal_value=0 0.000102824 0.000233919 3.18695e-05 -0.000239564 -2.12411e-05 -0.00030338 5.64174e-05 -0.000673404 0.000322723 -0.00186809 0.00188484 0.00155974 -0.000759207 0.00150066
internal_weight=0 0.017465 0.0161517 0.0140157 0.0118296 0.0107907 0.00942654 0.00815937 0.00583165 0.00318009 0.00265156 0.00232773 0.00213594 0.00213561 0.00218611
internal_count=3910 3298 2896 2522 2306 2090 1762 1554 1083 864 219 471 374 783 216
is_linear=0
shrinkage=0.00792826


Tree=2307
num_leaves=19
num_cat=0
split_feature=1213 14 403 1 1374 150 11 151 159 0 42 52 15 1 0 16 0 2
split_gain=0.000515594 0.000235491 0.000200164 0.000218213 0.000163085 0.000208654 0.000224751 0.000198334 0.000178311 0.000207914 0.000434509 0.000247794 0.000205013 0.000141281 0.000160215 0.000188667 0.000122302 0.000101528
threshold=-1.0000000180025095e-35 0.054835000000000009 0.03138500000000001 1.0000000180025095e-35 -0.094679999999999986 0.084800000000000014 0.080455000000000013 -0.016164999999999995 0.10374500000000002 -0.017269999999999997 -1.0000000180025095e-35 0.089785000000000018 -0.0089749999999999986 0.083065000000000014 -0.18901999999999997 -0.055679999999999993 -0.099024999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -7 9 10 -6 -11 13 -12 -15 17 -14 -16
right_child=1 -3 3 -5 5 7 -8 -9 -10 11 12 -13 16 14 15 -17 -18 -19
leaf_value=-0.0010364137722687274 -0.00051063107368265687 -0.00067631600427061841 0.00011762231615370576 0.0010030671107634757 -0.00078129503695640679 0.00073283692118353034 -0.00065571614243918467 -8.1588363434451945e-05 -0.0005688347122482511 0.0009740735839734011 -0.00056548483100595339 3.9777281699125922e-05 0.00066725420182130245 -0.0003643570516579649 0.00018906590941622725 -0.00031979131258359647 0.00011721308785756898 0.00080189760823737234
leaf_weight=0.0010747329110561274 0.0012648302049598206 0.0010201587083029642 0.0016794863807711993 0.0010326284308182498 0.001461994217022553 0.0018142344180172888 0.0011695046294198921 0.0011056638346016506 0.0010496330565258069 0.0011921904985486625 0.0010685050379259159 0.0014398936644408611 0.0018137593370464167 0.0015784151623980938 0.0015442930380973386 0.0010763176563987676 0.0019034126289695372 0.0010389476068711524
leaf_count=592 66 131 177 77 547 227 156 129 277 120 402 55 76 73 89 157 470 89
internal_value=0 3.64541e-05 6.77508e-05 0.000454752 1.66051e-05 5.12352e-05 -1.54683e-05 0.000424442 3.3899e-05 7.87114e-05 -9.34469e-06 0.000462963 0.000103248 -6.3177e-05 3.92898e-05 0.000213388 0.000385601 0.000435539
internal_weight=0 0.0242539 0.0232337 0.00271211 0.0205216 0.0192568 0.0163369 0.0029199 0.0151674 0.0141177 0.0114856 0.00263208 0.0100237 0.00630648 0.00523797 0.00365956 0.00371717 0.00258324
internal_count=3910 3318 3187 254 2933 2867 2511 356 2355 2078 1903 175 1356 810 408 335 546 178
is_linear=0
shrinkage=0.00151575


Tree=2308
num_leaves=22
num_cat=0
split_feature=1213 14 1374 124 123 133 124 130 48 50 1 2 0 0 15 16 42 1 2 52 12
split_gain=0.000455253 0.000313218 0.000185136 0.000193962 0.000191254 0.000312014 0.000269778 0.00025329 0.000307622 0.000251636 0.000272366 0.000358936 0.000356358 0.000219101 0.000267622 0.000121655 0.000292291 0.000116655 0.000113985 0.000102586 8.59811e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.11158000000000001 0.083745000000000014 -0.085714999999999986 -0.013479999999999999 -0.0015749999999999998 0.11930500000000001 0.089390000000000011 0.11198000000000001 0.11230000000000001 -0.10783 -0.23029999999999998 0.041585000000000004 0.28937500000000005 0.083875000000000019 0.092550000000000007 0.088485000000000022 -1.0000000180025095e-35 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 18 -7 -8 9 10 11 13 -12 -9 15 16 17 19 -4 -15 -16
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 12 -13 -14 14 20 -17 -18 -19 -20 -21 -22
leaf_value=-0.0010787401990109209 -0.00056130902886464805 -0.00090204906540831812 0.00023454212547376855 0.00083754354190837272 0.00070693927963860976 -0.00088750022049279183 -0.00080099570006016846 0.00086259873628578875 -0.00072968792077576783 -0.00067563273610089921 0.0014532993769431079 -0.00074968331810905181 5.1136715625034762e-05 -6.55021145860737e-05 0.00031263954478336542 0.00046854950142835198 -0.00071664749633333147 -0.00031470585131874762 0.0010213816129632121 0.00062685413346354483 0.0009959410973419654
leaf_weight=0.0011209690682104012 0.0012692121662087876 0.0010005656219168454 0.0010220693416604599 0.0010160568191717031 0.0013072681004297785 0.0010324679045423139 0.0010493581614733896 0.0012791477370916954 0.0013032725449468865 0.0010344138879651828 0.0010695091234325105 0.0013025616862469428 0.0010433637526060498 0.0011148661373351285 0.0011562752111751173 0.0010617604795229441 0.0018537454049173813 0.0012555720183189956 0.0011290723342470207 0.0014150322075806403 0.001001197241368379
leaf_count=592 66 125 193 39 278 80 196 61 95 407 88 156 142 134 220 142 340 54 201 101 200
internal_value=0 3.34767e-05 7.29457e-05 0.000108808 7.42582e-05 3.31582e-05 -4.03764e-05 1.12543e-05 6.4892e-05 0.000135881 0.000197819 9.38252e-05 0.000760893 0.000202206 0.000106846 -6.15041e-05 -0.000161303 0.000110649 0.000647532 0.000321749 0.000629733
internal_weight=0 0.0247168 0.0237162 0.022447 0.021431 0.0201237 0.0179725 0.0169401 0.0158907 0.0145874 0.013553 0.0114402 0.00211287 0.0101376 0.00885845 0.00670098 0.00563922 0.00378547 0.00215114 0.0025299 0.00215747
internal_count=3910 3318 3193 3127 3088 2810 2416 2336 2140 2045 1638 1408 230 1252 1191 771 629 289 394 235 420
is_linear=0
shrinkage=0.00170698


Tree=2309
num_leaves=22
num_cat=0
split_feature=1213 14 1456 11 1374 453 0 13 4 1186 0 0 1 2 1 16 42 13 1 4 48
split_gain=0.000464274 0.000406428 0.000274597 0.000270981 0.000247497 0.000266665 0.000256904 0.000217363 0.000254838 0.00024377 0.00041376 0.00022143 0.000269954 0.000371342 0.000280991 0.000250003 0.000192978 0.000191477 0.000187001 0.000268238 0.000295629
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 -0.073799999999999991 0.26048500000000002 0.085080000000000003 -0.017269999999999997 -0.053834999999999994 0.11235500000000002 0.088300000000000003 0.092550000000000007 -0.057604999999999996 0.079890000000000017 -0.51172499999999987 0.10080500000000002 -0.077679999999999985 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 17 10 11 12 13 14 15 -9 -12 -8 19 -19 -21
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 16 -13 -14 -15 -16 -17 -18 18 -20 20 -22
leaf_value=-0.0011119693408644814 -0.00081776867415262735 -0.0011063575159527754 -0.00056006299365217113 -0.00070755142365169397 0.00094588363121345955 -0.00065008898905257763 -0.00039275445032578229 -0.00014076021458054807 0.0012398708936574572 0.00087268935205528483 0.0010179700311749454 -0.00088386606844728394 0.00048921190177544861 -0.00095271241879875575 -0.00068671372489497373 0.0010324480602692701 1.3017379344155697e-06 0.00083452393710852575 0.001131497610798291 -0.00063979919661340419 0.00065750970488348114
leaf_weight=0.0012802325238383946 0.0011426446583042383 0.0010430599566432627 0.0015657494812506547 0.0013219075925061654 0.0016515983264673252 0.0011980919951071192 0.0011403477953320085 0.0013558709694939629 0.0011455496644935132 0.0011033032139817775 0.0015782791215319661 0.0014523784839315232 0.0019865726301248072 0.0019608221295449105 0.0012175728239116612 0.0011426752864735429 0.0010691918004892553 0.0016902713212556542 0.0010707833479174367 0.0014931358627864816 0.0010021749007982916
leaf_count=592 310 119 66 123 78 88 33 257 204 72 187 129 120 466 116 76 55 132 112 461 114
internal_value=0 2.55771e-05 6.88428e-05 0.00010759 0.000150996 0.000198864 0.00024497 0.000188248 0.000437302 4.22563e-05 -3.56313e-05 -0.000222378 -9.7014e-05 -0.000302156 4.11118e-05 0.00039579 0.000607384 0.000293575 0.000442472 0.000266201 -0.00011877
internal_weight=0 0.028332 0.0272889 0.0261463 0.0248244 0.0232586 0.0220605 0.0204089 0.00754226 0.0128667 0.0117634 0.00911589 0.00766351 0.00567694 0.00371612 0.00249855 0.00264747 0.00639671 0.00525637 0.00418558 0.00249531
internal_count=3910 3318 3199 2889 2766 2700 2612 2534 1056 1478 1406 1164 1035 915 449 333 242 852 819 707 575
is_linear=0
shrinkage=0.00184769


Tree=2310
num_leaves=23
num_cat=0
split_feature=1213 14 38 124 48 40 133 130 43 50 3 160 15 4 4 15 457 4 1 13 2 43
split_gain=0.000464863 0.000303673 0.00026296 0.000496062 0.000278107 0.000237957 0.000335798 0.000445351 0.000256854 0.000302382 0.000364178 0.000286888 0.000267009 0.000246644 0.000227986 0.000169489 0.000379493 0.000299845 0.000197122 0.000119715 0.00011563 8.97713e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 1.0000000180025095e-35 -0.048219999999999992 0.12649500000000002 -0.062739999999999976 -0.085714999999999986 -0.0015749999999999998 -0.15648499999999999 0.082310000000000008 0.099570000000000006 0.099550000000000013 -0.090674999999999992 -0.23071499999999998 -0.078094999999999984 -0.10071499999999999 0.082870000000000013 0.074650000000000008 0.092730000000000021 0.16421000000000002 0.087855000000000003 0.0041500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 21 -8 19 10 11 13 -12 -10 -15 18 17 20 -16 -9 -17 -7
right_child=1 -3 -4 4 -6 6 7 8 9 -11 12 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00098016978810235174 0.00094809021446743097 -0.00079068529613091868 -0.00069699341112988353 -0.00056059282015179322 -0.00062581164042941446 0.0010076500460862617 -0.00091934694496803061 0.00097198378220661322 -0.00066698163155117223 -0.00069750405153903448 2.8280237669260059e-05 -0.00076962831601581276 0.00091151072633315717 0.00080020022775115457 0.00072498833456878509 -0.0011651586645159482 0.00052534322375599502 0.0002008807198438025 -9.8476161160497135e-05 0.00026351528604069046 -0.00042859632150586875 0.00040303726963115347
leaf_weight=0.0011526844415756998 0.0015023288559452416 0.0010563303366209744 0.0010671722128850819 0.0013260788152111664 0.0014428702969000442 0.0010152171150807762 0.0010797233001448711 0.0010445642143930263 0.0010356842412914099 0.0012502227234166821 0.0014123912440303782 0.0011611774863484756 0.0019445765595392803 0.0010675137467523995 0.0014685917480164812 0.0010220018986164935 0.001384760634917992 0.0011094197134293576 0.001318910248333291 0.0012551992699322279 0.001015849428973141 0.001391661769697114
leaf_count=592 263 122 88 117 108 109 163 57 130 399 66 158 135 175 94 273 67 81 70 63 320 260
internal_value=0 2.21176e-05 5.47438e-05 8.6517e-05 3.20092e-05 7.45652e-05 0.000114716 4.42949e-05 0.000103781 3.08839e-05 9.62059e-05 -4.45251e-05 0.000539905 4.48304e-05 0.000132729 3.53824e-05 -0.000149127 -0.000445886 0.000335365 0.000585305 -0.000797989 0.000658062
internal_weight=0 0.0273722 0.0263159 0.0252487 0.0237464 0.0223035 0.0209775 0.0185706 0.0174909 0.0151911 0.0139409 0.0105839 0.00335697 0.00942273 0.00838705 0.00731953 0.00453203 0.00314727 0.0027875 0.00229976 0.00203785 0.00240688
internal_count=3910 3318 3196 3108 2845 2737 2620 2251 2088 1968 1569 1368 201 1210 1080 905 741 674 164 120 593 369
is_linear=0
shrinkage=0.00154607


Tree=2311
num_leaves=14
num_cat=0
split_feature=403 475 15 15 151 12 0 0 16 2 4 3 1
split_gain=6.44423e-05 7.85646e-05 8.09829e-05 0.000120642 0.000128227 8.9595e-05 0.000197074 0.000347662 0.000149133 0.000126032 0.000155435 0.000132556 0.000122334
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24219999999999997 -0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.017269999999999997 -0.10071499999999999 -0.071319999999999981 0.10393500000000001 0.08734500000000002 -0.088024999999999978 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 12 10 11 -7 -6
right_child=1 2 3 4 5 9 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0023434122034935619 -0.0018660029128776225 0.0026213480288066319 -0.0025727452039001311 0.0026966368913265257 0.00078202777756760148 0.0030244749571691795 0.0026382831904594979 -0.0047163421582978315 0.0028624195174938838 -0.0019241754378711766 0.0045045942203686563 -0.0011301502488541833 -0.0036488819593797888
leaf_weight=0.0010136665537593048 0.0016401509307782591 0.0012555427778180054 0.001362308024160497 0.001860497074182889 0.001262824539753904 0.0011357100064460892 0.0012883191003797874 0.0019303825165876976 0.0012822288834171136 0.0010813507327665541 0.0012470839515081877 0.0017545319015579838 0.001004261037212073
leaf_count=930 589 254 224 283 86 163 92 321 58 241 66 531 72
internal_value=0 0.000111562 0.000308556 0.000117635 0.000382319 2.31054e-05 -0.000696213 -0.00148018 0.000279888 0.000955978 0.00170875 0.000502395 -0.00118075
internal_weight=0 0.0181052 0.016465 0.0152095 0.0138472 0.0119867 0.00676802 0.0054797 0.00354931 0.00521868 0.00413733 0.00289024 0.00226709
internal_count=3910 2980 2391 2137 1913 1630 629 537 216 1001 760 694 158
is_linear=0
shrinkage=0.00947501


Tree=2312
num_leaves=14
num_cat=0
split_feature=11 3 13 39 0 0 4 157 160 52 151 0 4
split_gain=6.18909e-05 6.85498e-05 7.27606e-05 0.000129236 0.000230613 9.61098e-05 0.000105769 8.51292e-05 0.000205088 0.000142236 0.000151025 0.000106105 5.40348e-05
threshold=0.08184000000000001 -0.14218999999999996 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.084304999999999977 0.15927500000000003 -0.077044999999999988 -1.0000000180025095e-35 0.089525000000000007 -0.0088999999999999982 -0.10071499999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 6 -3 -4 -9 10 -10 12 -12
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=0.0021103638006083245 -0.001894971382175903 -0.0020785803250337521 0.0021047740609805472 0.0017944724407290725 -0.0039495172011317411 0.0028120525018311042 0.0019023654683103391 -0.0038674332256426252 -0.0034174410542639811 0.0025665621937098417 -0.00012069374002322905 -0.0014157515656335782 0.0023024549196650366
leaf_weight=0.0012304991033254163 0.0012539639540110744 0.0010463322917075579 0.001086272163375865 0.0018708638988431557 0.0014483573334216236 0.0014511637177370305 0.0010002318647177044 0.001190602954299012 0.0011321820861474033 0.0013933606488439609 0.0012775870745493929 0.0019934253025382697 0.001573695463670588
leaf_count=165 224 168 319 374 268 106 120 592 160 339 58 930 87
internal_value=0 0.000117443 -3.15048e-05 -0.000333738 -0.000692586 0.0010889 -0.000132944 -0.000203612 -0.000496519 4.80245e-05 -0.000539109 0.000133542 0.0012167
internal_weight=0 0.0176946 0.0164641 0.0129663 0.0110955 0.00349773 0.00204656 0.00964713 0.00856085 0.00737025 0.00597689 0.00484471 0.00285128
internal_count=3910 3686 3521 3127 2753 394 288 2485 2166 1574 1235 1075 145
is_linear=0
shrinkage=0.00875344


Tree=2313
num_leaves=19
num_cat=0
split_feature=14 1374 124 12 150 151 484 1429 12 50 47 43 16 13 0 16 2 43
split_gain=0.000378788 0.000140151 0.000191234 0.000220008 0.00017453 0.000218141 0.000192458 0.000229304 0.00020142 0.000215695 0.000200858 0.000175388 0.00024821 0.000226285 0.00022609 0.000169275 0.000204111 0.000149619
threshold=0.064610000000000015 -0.094679999999999986 0.10385500000000002 0.11655500000000001 0.084800000000000014 -0.016164999999999995 -0.0043499999999999988 0.079110000000000014 0.10333000000000002 0.10030500000000002 0.10933000000000002 -0.07526999999999999 0.050115000000000007 -0.014114999999999997 -0.070894999999999986 -0.19424999999999998 0.075670000000000015 -0.08921999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 9 10 11 14 13 -13 17 -15 -17 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 15 -16 16 -18 -19
leaf_value=-0.0004754821988048001 -0.00092710213572903735 -0.00059458456935962618 0.00071437526937089056 -0.000671799035524319 0.00072209826521629132 -0.00016497625831886494 -0.00052679888753691417 0.00074958464447490603 0.00060447571872837926 0.0006239578776417727 -0.0007040583181343983 -0.00049074919088975383 -0.00071800850975629492 -0.00027206569315221303 0.0006098643204615013 -0.00015526612718580853 0.00066833362054476663 0.00026443224146290234
leaf_weight=0.0012631166511720684 0.0010396978366986045 0.0012093289534380386 0.0010009436570493765 0.0010368427186558419 0.0018807643844632981 0.0010230895640708842 0.0010945413587689027 0.0010332426524317642 0.0012078758946627985 0.0010457781260545954 0.0012167876340132772 0.001906275881532706 0.0016260605004643214 0.0015574703046654648 0.0018784684449140139 0.0011622574298526698 0.0018870995723898609 0.001194911313362388
leaf_count=66 138 522 48 173 231 129 249 166 203 213 118 661 243 61 157 75 271 186
internal_value=0 2.59077e-05 5.3489e-05 2.33667e-05 5.78141e-05 0.000409563 1.13146e-06 4.39859e-05 -2.2225e-06 -5.25199e-05 -0.000104831 -4.55859e-05 -0.000177661 -4.27576e-05 0.000212331 0.000142618 0.00035442 -0.000113839
internal_weight=0 0.0242249 0.0229617 0.0219608 0.020924 0.00290385 0.0180201 0.0168108 0.0157775 0.0145697 0.0135239 0.0123071 0.00813916 0.0065131 0.00416792 0.00460683 0.00304936 0.00228945
internal_count=3910 3772 3706 3658 3485 360 3125 2603 2437 2234 2021 1903 1311 1068 592 407 346 435
is_linear=0
shrinkage=0.00154607


Tree=2314
num_leaves=20
num_cat=0
split_feature=1213 14 403 1 147 52 123 12 1 131 12 15 12 2 151 52 2 151 0
split_gain=0.000382646 0.000315828 0.000167226 0.000226013 0.000155223 0.000286062 0.000196395 0.000242092 0.000360219 0.000287212 0.000172483 0.00018812 0.000242837 0.000418057 0.000217203 0.000162193 0.000232981 0.000151217 5.31342e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 -0.023959999999999995 0.13084000000000004 0.086210000000000023 0.10852500000000001 0.091195000000000012 0.085845000000000019 0.092745000000000008 0.056555000000000001 -0.074484999999999982 0.082715000000000025 -0.0088999999999999982 -0.14012999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 10 11 12 14 -14 15 -9 -17 -18 -19
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 16 17 18 -20
leaf_value=-0.0010078087254245338 -0.00070135765110428963 -0.00089113716699587054 7.6030983270443069e-05 0.001084758557268236 0.00054570441812864428 -0.0008296901153005702 0.00063962491028952343 -0.00012247566272937971 0.00083088735261146833 -0.0008929085128542726 -0.00057624944940174426 0.00072792027571405842 -0.0011667646085275288 0.00012381845408999096 -0.00052962828742025446 -0.00012574596352224742 0.00022176254344693998 0.0012513855694705602 0.00070967186270647715
leaf_weight=0.0010515816396224195 0.0013602442634034683 0.001013099519608914 0.001634059641598933 0.0010044684586267283 0.0014225831533455661 0.0011682549021544133 0.001346573849225474 0.0018739189849136181 0.0014434444200581995 0.001041229362073127 0.0012226718116023433 0.0011470396223016164 0.0011752046545524877 0.0017492541054318356 0.0010524545423025167 0.001324297680806108 0.001137469102829837 0.0010275303862822271 0.0010011996784929228
leaf_count=592 152 125 177 77 199 321 275 204 98 273 125 200 405 276 49 54 137 35 136
internal_value=0 2.34381e-05 6.34934e-05 0.000460046 1.24371e-05 -2.73419e-05 2.50164e-05 -2.49726e-05 3.5574e-05 -4.79024e-05 2.13166e-05 8.49137e-05 1.35927e-05 -0.000394807 0.000174624 0.000291083 0.000463664 0.000710192 0.000984044
internal_weight=0 0.024145 0.0231319 0.00263853 0.0204934 0.0190708 0.0179025 0.016556 0.0151957 0.0137523 0.012711 0.0114884 0.0103413 0.00292446 0.00741687 0.00636442 0.0044905 0.0031662 0.00202873
internal_count=3910 3318 3193 254 2939 2740 2419 2144 1992 1894 1621 1496 1296 681 615 566 362 308 171
is_linear=0
shrinkage=0.00167351


Tree=2315
num_leaves=16
num_cat=0
split_feature=151 1 15 131 14 2 42 13 1 2 4 51 13 4 3
split_gain=5.62289e-05 0.000120162 0.000152481 9.08415e-05 8.06519e-05 0.000100131 0.000274312 8.76539e-05 0.000113243 7.8401e-05 9.99115e-05 7.19798e-05 6.45185e-05 5.6729e-05 4.25286e-05
threshold=0.087190000000000017 0.12730000000000002 0.091915000000000011 0.089305000000000009 -0.13131999999999996 0.10910500000000002 0.091955000000000023 -0.15921999999999997 0.095575000000000007 0.086650000000000019 -0.0048949999999999992 -0.025709999999999997 -0.073069999999999982 -0.0010999999999999996 -0.080664999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 13 -11 -3 -7 14 -9
right_child=-2 11 -4 -5 5 12 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0021675537951311215 0.0017538455951170056 0.00020689101462279094 -0.0033164152582039019 -0.0024384086636379766 -0.0018890160230230122 0.00327637207304613 -0.0040757452508180499 -0.0011138402941746109 0.0026258987956526976 -0.00036531087204056881 0.0022856617154892577 0.00319930592917 0.00049868713585266347 -0.0022770367126477894 0.0011994460423182742
leaf_weight=0.0010168514815053218 0.0011058948922333589 0.0010600045896552307 0.0010686547871480217 0.0010557348528375055 0.0010576459258622205 0.0010056764195247869 0.0010381469509002728 0.0010811846178479705 0.0014624749216121183 0.0018808056889136606 0.0018386302237396899 0.0010428651001125879 0.0011986503238701424 0.0010928516570638232 0.0010008407375063921
leaf_count=96 136 88 574 363 39 144 243 525 238 528 285 239 210 98 104
internal_value=0 -0.000125117 -0.000366845 -0.000152847 2.36184e-05 0.000199656 -0.000130656 0.000304377 0.000581975 0.000148402 0.000945145 0.0016909 0.00176595 -0.000784999 -1.83116e-06
internal_weight=0 0.017901 0.0157981 0.0147295 0.0136738 0.0126569 0.0104526 0.00941443 0.00835679 0.00689431 0.00371944 0.00210287 0.00220433 0.00317488 0.00208203
internal_count=3910 3774 3447 2873 2510 2414 2060 1817 1778 1540 813 327 354 727 629
is_linear=0
shrinkage=0.00808683


Tree=2316
num_leaves=20
num_cat=0
split_feature=14 1213 403 1 147 52 123 48 12 1 12 2 12 160 1 52 12 52 4
split_gain=0.000431395 0.000420798 0.000206979 0.000243895 0.000192711 0.000350133 0.000223927 0.000296264 0.000355893 0.000364964 0.000204588 0.000194325 0.000597027 0.000204309 0.000168901 0.000155105 0.000151347 0.000147034 4.60433e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 0.12649500000000002 -0.023959999999999995 0.10786000000000001 0.092365000000000017 0.089710000000000012 0.085845000000000019 0.088485000000000008 0.079945000000000016 -0.015039999999999998 0.086935000000000012 -0.066329999999999986 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 -3 11 -11 12 14 15 -10 -13 -17 -16 -18
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 -12 13 -14 -15 17 16 18 -19 -20
leaf_value=-0.00095644116215950971 -0.0010063174231913494 -0.00073398538886432316 0.00011258670216180472 0.0010670684147253582 0.00055848988066300933 -0.00085407027210418593 0.00063317396194157002 -0.00079631640099497977 0.0005483193893565738 0.00089920627390637506 0.00014986253604519628 -0.00049942128684592061 -0.0012119365396032931 0.00066769537988994464 -0.00063784711695808035 0.00055811121299186798 -0.00033485314430925831 0.0001186637882450666 0.00012536515108622649
leaf_weight=0.0010319813592897164 0.0010398106414096211 0.0013698664575737081 0.0017670710970367201 0.0010682482108327895 0.0015302438581945221 0.0011837399633858247 0.0014161637731943287 0.0011393603810534439 0.0011579778731103975 0.0018949507277976904 0.0017363634029695652 0.0011861663980114873 0.0012437216893975075 0.0014677331822852135 0.0010365159999854434 0.0014217531815058082 0.0010791412871000716 0.0016656150761971134 0.001083361409205192
leaf_count=576 138 149 177 77 199 321 275 78 300 126 131 277 533 120 54 51 19 64 245
internal_value=0 2.99542e-05 7.15913e-05 0.000472202 1.90361e-05 -2.20693e-05 3.0044e-05 -1.88123e-05 3.53912e-05 0.000105779 0.000540897 -3.35303e-05 -0.000261737 0.00015318 4.44161e-05 -5.12291e-06 0.000158459 -0.000171528 -0.000104295
internal_weight=0 0.02548 0.024448 0.00283532 0.0216127 0.0200824 0.0188987 0.0174825 0.0163432 0.0149733 0.00363131 0.011342 0.00510383 0.00623816 0.00386011 0.00477042 0.00358426 0.00270213 0.0021625
internal_count=3910 3772 3196 254 2942 2743 2422 2147 2069 1920 257 1663 951 712 418 592 315 118 264
is_linear=0
shrinkage=0.00157699


Tree=2317
num_leaves=16
num_cat=0
split_feature=48 4 14 158 3 50 48 150 4 0 0 16 43 4 4
split_gain=6.21641e-05 0.000121609 0.000129839 0.000108692 0.000103313 8.36749e-05 6.74911e-05 0.000191055 0.000117017 0.000128282 0.000101672 0.000100717 7.87104e-05 2.97436e-05 4.0022e-06
threshold=0.12675000000000003 0.28937500000000005 -0.10523499999999998 0.08413000000000001 0.11476000000000001 0.086465000000000014 0.090910000000000005 0.086420000000000011 -0.23071499999999998 -0.060094999999999989 -0.10071499999999999 -0.083144999999999983 -0.00084499999999999994 0.05309500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 10 12 -12 -10 -14 -6
right_child=-2 2 -4 -5 14 -7 -8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.0024176194741406696 -0.0020503008492796454 -3.9306299340511118e-05 0.0044144564964664302 -0.0029432261668425582 0.0015187175647386711 -0.0025667351887422411 0.0016268486967486288 -0.0036284914714201327 -0.0010491776213389463 0.0028263506088869903 0.00031995223810669612 -0.0031795835628592199 0.00092591492383755302 0.0029816951371159054 0.0023147037896080595
leaf_weight=0.0012139262341908383 0.0011271186177457251 0.0010681727611571009 0.0010201554770732195 0.0010419809343245523 0.0010003075636619849 0.0011383407709881299 0.0016764601783527963 0.0012137200713699609 0.001011460400361909 0.0015843689617959424 0.0013805923471489222 0.0012484531216897783 0.0011254482245779416 0.0011187564565097174 0.0010139989251314319
leaf_count=167 131 120 279 355 69 618 234 191 125 172 420 842 94 36 57
internal_value=0 0.000111698 0.00213637 -0.000156455 4.07337e-05 -0.000256968 -2.97787e-05 -0.000310404 0.000153402 0.000571262 -3.58861e-05 -0.00134187 0.00101873 0.00195074 0.00191942
internal_weight=0 0.0178561 0.00208833 0.0157678 0.0147258 0.0127115 0.0115732 0.00989673 0.00868301 0.00746908 0.00588471 0.00262905 0.00325567 0.0022442 0.00201431
internal_count=3910 3779 399 3380 3025 2899 2281 2047 1856 1689 1517 1262 255 130 126
is_linear=0
shrinkage=0.00892851


Tree=2318
num_leaves=15
num_cat=0
split_feature=41 2 133 42 40 47 4 3 16 2 16 160 12 2
split_gain=5.72536e-05 8.05784e-05 7.92976e-05 0.000128648 0.00010459 0.000112144 0.000121318 0.000188357 0.000175732 0.0001392 0.000128325 0.000164726 5.46699e-05 1.18032e-05
threshold=0.080335000000000018 -0.0098549999999999974 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086425000000000016 -0.0037349999999999992 -0.100615 -0.0060199999999999993 0.11230000000000001 -0.074204999999999979 0.086110000000000006 0.051320000000000005 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 -5 6 7 -6 -9 10 11 -8 -4 -7
right_child=-2 2 3 4 5 13 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0020730958267847419 -0.0018549648695965792 0.0014591146530768268 -0.00074751259306058153 0.0023128952679642573 0.0014948652580048846 -0.0012693447312881741 0.002708486397945604 -0.0043094040606792769 -0.00025719712507637365 -0.00096086286502215584 0.0041311989514187875 -0.0013495197364241718 -0.0032778399647658794 -0.0024858378939088027
leaf_weight=0.0012015311888148817 0.0010046094243326134 0.0019277365461459811 0.001047568089426144 0.0011700428043878415 0.0014440796817029879 0.001001790028771433 0.0013919646478734032 0.0012044067526881508 0.0015238032183310084 0.0015923623273222526 0.0010866688907409513 0.0011467932256152835 0.0011006383180450696 0.0010035859927347776
leaf_count=222 173 533 112 208 159 153 157 666 397 182 132 60 614 142
internal_value=0 9.02832e-05 -5.28781e-05 -0.000250974 5.55513e-05 -0.000176224 0.000187241 -0.00082053 -0.0020461 0.000993084 0.0018513 0.000875427 -0.00204393 -0.00187814
internal_weight=0 0.017843 0.0166414 0.0147137 0.0125655 0.0113955 0.00939008 0.00417229 0.00272821 0.00521779 0.00362543 0.00253876 0.00214821 0.00200538
internal_count=3910 3737 3515 2982 2256 2048 1753 1222 1063 531 349 217 726 295
is_linear=0
shrinkage=0.00792826


Tree=2319
num_leaves=21
num_cat=0
split_feature=14 1213 403 1 123 1 42 48 50 3 15 42 16 16 160 2 4 160 47 0
split_gain=0.000432533 0.000392908 0.000203643 0.000279138 0.000182686 0.000210466 0.000368807 0.00034302 0.000239365 0.000257214 0.00021063 0.000215402 0.000337308 0.000144471 0.00020736 0.000147584 0.00023936 0.000288891 0.00020602 0.00013611
threshold=0.073890000000000011 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 0.11930500000000001 0.082310000000000008 -0.15121499999999996 0.041585000000000004 0.083875000000000019 -0.014099999999999998 0.16388500000000003 -0.081519999999999995 0.11085000000000002 0.0057500000000000008 0.086110000000000006 0.083310000000000009 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 9 -8 11 13 -13 14 -11 16 17 -16 -18 -12
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 19 12 -14 -15 15 -17 18 -19 -20 -21
leaf_value=-0.00096170277768938407 -0.001080694388481329 -0.00096092713322289884 8.031780550371364e-05 0.0011629517178420798 0.00052469071787345899 0.00063701005252903454 0.00089134020154884469 -0.00085309013471123363 -0.00066942812283702681 0.00085057961884344726 0.00084537401661622779 -0.0011745723111240749 -5.0085436408190897e-06 -0.00039856100361044926 0.00037415263631694677 -0.00051056081635834829 0.0010495125056500393 -0.00087350147749101108 8.9407466983112545e-05 5.5321941422804128e-05
leaf_weight=0.0010818387080619015 0.0010311393244368519 0.0012367791710170368 0.001759674903693941 0.0010741061172163113 0.0017922103312266588 0.0012288405004167923 0.0010941619155129889 0.0012656216294286695 0.0011906444969009304 0.0011167926832138519 0.0013582934155357829 0.0010942456993871135 0.0018722633234238826 0.0014019148897244094 0.0010729193357708749 0.0010325526721379763 0.0011725268397595467 0.0010081368972314486 0.001342724906407966 0.0011096152607500418
leaf_count=576 135 593 177 77 310 99 143 88 368 75 111 162 375 83 79 75 51 48 25 260
internal_value=0 2.50427e-05 6.91105e-05 0.000490675 1.32616e-05 -3.35078e-05 -7.83633e-05 -1.46515e-05 5.22269e-05 0.000110773 4.78909e-05 -5.03145e-05 -0.000436421 9.02661e-05 0.000191857 6.11628e-05 0.0001896 -0.000230255 0.000536977 0.000490153
internal_weight=0 0.0253059 0.024224 0.00283378 0.0213902 0.019598 0.0183692 0.0171324 0.0158668 0.0146761 0.013582 0.0111141 0.00296651 0.00814757 0.00674565 0.00562886 0.00459631 0.00208106 0.00251525 0.00246791
internal_count=3910 3775 3199 254 2945 2635 2536 1943 1855 1487 1344 973 537 436 353 278 203 127 76 371
is_linear=0
shrinkage=0.00167351


Tree=2320
num_leaves=16
num_cat=0
split_feature=11 3 130 133 160 52 457 4 2 2 13 2 1 0 15
split_gain=5.7488e-05 6.32378e-05 6.95445e-05 0.000128883 0.000134539 0.000168408 0.0001112 0.000245083 0.000188114 0.000102584 0.000122124 9.50913e-05 7.84398e-05 4.9467e-05 5.39002e-06
threshold=0.08184000000000001 -0.14218999999999996 -0.081969999999999987 -0.0056849999999999991 -1.0000000180025095e-35 0.0074400000000000013 -1.0000000180025095e-35 0.25367000000000006 0.113945 0.086545000000000025 -0.0030249999999999995 0.090815000000000021 0.090540000000000023 -0.087614999999999985 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 12 -6 8 9 10 -8 -11 -5 -13 -12
right_child=-2 2 3 4 6 -7 7 -9 -10 11 14 13 -14 -15 -16
leaf_value=0.002156018206221339 -0.0019501215725504994 0.0023217776711340053 -0.0025879553606673409 -0.0019126850049296031 -0.0023244131726000684 -0.0047267092898366069 0.0021183205439238672 0.0052068969898854366 -0.0031932547973957839 0.0040099201421201847 -0.0011933636264904951 -0.00049829920596607038 0.0017035285089490938 0.001948076824318915 -0.0021467499191847972
leaf_weight=0.001225052481800811 0.0012386981458048013 0.0010157694189526769 0.0017149790960242538 0.0010241396408365829 0.0010066020850272453 0.0010003653074001535 0.0011346846601859584 0.0010277149937077045 0.0010929865462854377 0.0012681614537767005 0.0010008581035929609 0.0011867309356022454 0.0010464660453269603 0.0017875440667183828 0.0010469589276753209
leaf_count=165 224 147 891 364 151 427 372 227 170 156 26 122 117 246 105
internal_value=0 0.000120361 -3.21275e-05 -0.000188015 0.000114106 -0.00159709 0.000612106 0.000921767 0.000404752 0.000934396 -0.000326259 0.00188009 -8.50823e-05 0.000971977 -0.00168079
internal_weight=0 0.017579 0.016354 0.0153382 0.0136232 0.00307097 0.0105522 0.00954564 0.00851792 0.00742494 0.0031825 0.00424244 0.00207061 0.00297428 0.00204782
internal_count=3910 3686 3521 3374 2483 908 1575 1424 1197 1027 503 524 481 368 131
is_linear=0
shrinkage=0.00928922


Tree=2321
num_leaves=13
num_cat=0
split_feature=484 474 49 42 151 0 51 0 13 15 4 52
split_gain=5.32603e-05 6.53356e-05 7.72324e-05 0.000132566 0.000109827 0.000120504 0.000143305 0.000109846 0.000102404 0.000109166 9.24242e-05 5.82161e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.14917999999999998 0.10269500000000001 0.056555000000000001 -0.077944999999999987 0.013805000000000001 -0.032484999999999993 -0.083514999999999992 -0.10071499999999999 0.15927500000000003 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -7 10 -10 -4 -9
right_child=1 -3 3 -5 -6 7 -8 11 9 -11 -12 -13
leaf_value=-0.0019901878066291533 0.0024476296317499468 0.0022978867121397832 -0.0015289612007654864 -0.0035397546640672647 -0.0027241645482378686 0.0034474299581986148 0.0019732331236553659 0.0017795495938560868 -0.00040792365217516536 -0.0039478137414523254 0.0024661288721295384 -0.0011339285429617734
leaf_weight=0.0012856890274792121 0.0011658663556954841 0.0013010983299982784 0.0012037022665851568 0.0011367931881848788 0.0013207998091256746 0.0019181219741301481 0.0018794811051124904 0.0013821398535377926 0.0016516050885768572 0.0018872086140717436 0.0011398530322174888 0.0013914660007028207
leaf_count=612 105 318 366 363 111 443 232 221 197 731 138 73
internal_value=0 0.000130675 -4.47155e-05 -0.000239586 3.27758e-05 0.000325171 -0.000443813 0.00159735 -0.00121609 -0.00229571 0.000414162 0.000317912
internal_weight=0 0.0173781 0.016077 0.0149112 0.0137744 0.0124536 0.00776185 0.00469173 0.00588237 0.00353881 0.00234356 0.00277361
internal_count=3910 3298 2980 2875 2512 2401 1664 737 1432 928 504 294
is_linear=0
shrinkage=0.010055


Tree=2322
num_leaves=21
num_cat=0
split_feature=14 157 453 151 4 0 12 150 403 160 1 2 43 4 3 2 4 0 4 403
split_gain=0.000426693 0.000257001 0.000170841 0.000197117 0.000143563 0.00014309 0.000268705 0.000194522 0.000151888 0.000282836 0.00036056 0.000208995 0.000284032 0.000205045 0.000166063 0.00024955 0.000138449 0.000136903 0.000122551 0.000118585
threshold=0.073890000000000011 -0.077044999999999988 1.0000000180025095e-35 -0.051109999999999996 0.018480000000000003 0.18055000000000002 0.10852500000000001 0.11315500000000002 0.03138500000000001 -1.0000000180025095e-35 0.11198000000000001 0.086545000000000025 -0.074254999999999988 0.25367000000000006 -0.082394999999999982 0.10796500000000002 0.05309500000000001 -0.13506999999999997 0.00046500000000000008 0.096520000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 -3 6 7 8 9 10 -5 12 -11 14 -13 18 -14 -1 -16 -10
right_child=-2 2 -4 5 -6 -7 -8 -9 19 11 -12 13 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0010259740168254363 -0.001122095866399006 0.00011961536761542989 -0.00071491797818550669 -0.0013721331364743821 0.00091628280566714891 0.00054146361757308919 -0.00084164059898778542 -0.00075816398574674905 0.00073677273208357812 0.00033767197818077255 8.907596971664094e-05 -0.00044061545579723307 -0.0010481786086216794 0.00097536430816454753 0.00092413400469703449 -0.00036251795011074998 -0.00026162688833156786 0.00015550136023267328 0.00018268176310725194 -2.7272221390594736e-05
leaf_weight=0.0011295703984188776 0.0010057177155026039 0.0017111131868792475 0.0010248520570731437 0.0010358119016839794 0.0011442802950457041 0.0011562015360087182 0.0013356792174030871 0.0010400412439083356 0.0014439021286589701 0.0017088013434080371 0.0010121778664590186 0.0012100460340851117 0.0010881116951753701 0.0010275626418624253 0.0014931695472949801 0.0012061496382382297 0.0018017779988806631 0.0010633223805975372 0.0012344920511727087 0.0010737623666765006
leaf_count=37 135 323 91 457 108 31 253 56 111 199 103 277 458 143 196 128 79 415 73 237
internal_value=0 3.46359e-05 -2.02396e-05 1.25339e-05 0.000438875 -5.19875e-05 -9.07279e-05 -2.94803e-05 1.99376e-05 -5.6856e-05 -0.00064996 5.59256e-05 -0.000225045 0.000265294 0.000123447 0.000296953 -0.000557782 0.000603886 0.000588566 0.000410914
internal_weight=0 0.0249408 0.0227479 0.0217231 0.00285539 0.0188677 0.0177115 0.0163758 0.0153358 0.0128181 0.00204799 0.0107701 0.00459869 0.00617142 0.00514386 0.00393381 0.00288989 0.00219289 0.00272766 0.00251766
internal_count=3910 3775 3323 3232 431 2801 2770 2517 2461 2113 560 1553 736 817 674 397 537 452 269 348
is_linear=0
shrinkage=0.00174112


Tree=2323
num_leaves=21
num_cat=0
split_feature=14 1213 403 1 147 52 123 48 12 1 12 2 2 15 1 52 47 43 12 12
split_gain=0.000358847 0.00034939 0.000222515 0.000284909 0.000181616 0.000288809 0.000219889 0.000233669 0.000301019 0.000378336 0.000190602 0.000569839 0.000160931 0.000170953 0.000144162 0.000208831 0.000135084 0.000134675 0.000172026 4.13038e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 0.12649500000000002 -0.023959999999999995 0.10786000000000001 0.085845000000000019 0.091525000000000009 0.11260500000000001 -0.064869999999999983 0.085410000000000014 -0.069134999999999988 0.09252500000000001 0.093240000000000017 0.095920000000000019 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 -3 10 14 -12 13 -11 19 -16 -17 18 -13 -10
right_child=-2 2 3 -5 -6 -7 -8 -9 9 12 11 17 -14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.00088461198453458818 -0.00094592831310114957 -0.00071390387654819763 6.2350412096717994e-05 0.0010935958263953737 0.00053146638820696437 -0.00082216062750114496 0.00059476848897285686 -0.00072860806173216544 0.00064361372878719153 -0.00012857687997848947 -0.0010534305689418855 0.00030958753665070754 0.0010201875420063793 0.00072700023712702147 -0.00061130140389751403 0.00042695223586756948 -0.00029184269056280963 0.00053214474844528971 -0.00060352701166381561 0.0002101838848662635
leaf_weight=0.0010265393391280025 0.0010030292278365291 0.0013240579897961955 0.0016665503713797483 0.0011100058664562096 0.001484067756676896 0.0011095341219192053 0.0014543647898632292 0.0011559272705961013 0.0011477813509163069 0.0011819948158995341 0.0016621260062726489 0.001016680523149599 0.0011169949048939198 0.0011418389830732964 0.0012169063000888602 0.0018181039648847985 0.0010121948765089428 0.0011022801388092668 0.0010358875066306325 0.0010442084441281141
leaf_count=576 135 149 177 77 199 321 275 78 67 81 622 211 133 43 86 64 22 76 199 319
internal_value=0 1.61839e-05 5.50345e-05 0.00047462 -3.75926e-07 -4.07677e-05 6.2708e-06 -4.41439e-05 5.86477e-06 7.16036e-05 -7.05169e-05 -0.000306167 0.000528269 0.000291819 0.000111416 -6.49966e-05 0.000169891 8.75282e-05 -0.000151242 0.000437139
internal_weight=0 0.024828 0.0238015 0.00277656 0.0210249 0.0195409 0.0184313 0.016977 0.0158211 0.014497 0.0110562 0.00481697 0.00344083 0.00232383 0.00623919 0.00404721 0.0028303 0.00315485 0.00205257 0.00219199
internal_count=3910 3775 3199 254 2945 2746 2425 2150 2072 1923 1666 1108 257 124 558 172 86 486 410 386
is_linear=0
shrinkage=0.00157699


Tree=2324
num_leaves=21
num_cat=0
split_feature=1213 14 1374 47 1 39 4 47 14 15 3 48 0 13 133 43 0 0 12 4
split_gain=0.000441864 0.000338401 0.000156426 0.000165756 0.000293498 0.000430907 0.000280938 0.00026492 0.000196771 0.000174631 0.000193184 0.000164387 0.000171535 0.000145046 0.000210597 0.000170549 0.000215544 0.000197074 0.000129806 0.000171748
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.087850000000000025 0.087480000000000016 0.005105000000000001 -0.08422499999999998 0.09550500000000002 -0.45687499999999998 0.084955000000000017 -0.08323499999999999 0.08740500000000001 -0.10783 -0.45122499999999993 0.090085000000000012 -0.077544999999999989 -0.071924999999999989 -0.13506999999999997 1.0000000180025095e-35 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 -6 -5 -8 13 -11 12 -10 -4 15 16 -15 -17 19 -9
right_child=1 -3 3 7 5 -7 8 18 11 10 -12 -13 -14 14 -16 17 -18 -19 -20 -21
leaf_value=-0.0010945543378841655 -0.00050959909531879768 -0.00093705217003244511 0.00043998188293324327 -0.00087883577855132303 -0.00055698373703868143 0.0014510022460167945 -0.00022543436757499946 0.00080264461762112767 0.0011453363741964376 -0.00010943051797644757 0.0008349396169282751 6.6049559770772856e-05 0.000354381447131687 -0.00021879297081284381 -0.00097767262710881341 8.7872990541345875e-05 0.00082131090797792441 -0.00091590528895342256 -0.0003113285455873748 -0.00010049757914742623
leaf_weight=0.0010925607381963706 0.0013020730066886079 0.0010388441245108701 0.0010518476083234427 0.0011911900822979419 0.0010357164434342536 0.0011031354383909259 0.0011285403850893605 0.0011392536189777092 0.0018475790168032691 0.0012904556273322931 0.001337030984532972 0.0013289172297555885 0.0015109608899556946 0.0014755522818188874 0.0010287534526550908 0.0011183792437080564 0.0010225929439137129 0.0012620529794661554 0.0018073800846228616 0.0014516980891064613
leaf_count=592 66 122 15 94 176 291 49 59 143 235 253 78 380 371 236 50 69 329 225 77
internal_value=0 3.62044e-05 7.75852e-05 0.000110638 0.000193838 0.000441076 0.000278477 -0.000150465 0.000427256 -1.13162e-05 0.000371125 0.000584396 0.000789497 -0.000155709 -0.000261777 -0.000110815 0.000206964 -0.000444308 4.67983e-05 0.000296618
internal_weight=0 0.025472 0.0244331 0.023131 0.0175415 0.00795485 0.00685171 0.00558952 0.005816 0.00958667 0.00262749 0.00468746 0.00335854 0.00695918 0.00590733 0.00487858 0.00249815 0.00238043 0.00439833 0.00259095
internal_count=3910 3318 3196 3130 2675 1117 826 455 650 1558 488 601 523 1070 1055 819 440 379 361 136
is_linear=0
shrinkage=0.00174112


Tree=2325
num_leaves=15
num_cat=0
split_feature=133 403 123 12 1 457 49 12 43 2 3 1 16 3
split_gain=5.90088e-05 0.000110845 0.000110792 9.52519e-05 0.000180145 0.000138971 0.000180772 0.000127416 0.000112847 0.00025637 0.00011128 0.000107238 0.000132378 4.6884e-05
threshold=-0.085714999999999986 0.085745000000000016 1.0000000180025095e-35 -0.023959999999999995 0.12864500000000004 0.082870000000000013 -0.059914999999999989 0.084100000000000022 -0.15648499999999999 0.099015000000000006 0.090325000000000003 0.092550000000000007 -0.055679999999999993 -0.078059999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 11 -9 13 -7 12 -8 -10
right_child=2 -3 -4 4 -6 10 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0006938113344220942 -0.0027509664746257407 0.002913745699779347 0.0020947009215472748 -0.0034882764347431393 0.0026109750205539511 -0.00067451554909868144 0.0036609597047862676 0.00093482363041181367 -0.004640993760469737 0.00072655736242901818 0.002816268674728195 -0.0008465581208587905 -0.00021078569760193128 -0.0023356909773387222
leaf_weight=0.0010504529917857433 0.001026446433747605 0.0011856825849060476 0.00129171308605562 0.0015050933752220339 0.0013498031755406108 0.0010794189469338642 0.0011619135123070584 0.0010866714734948874 0.0013439267379517722 0.0013917685136284799 0.0013368384258465316 0.0019283735362373502 0.0011482089061949658 0.0010108995561683275
leaf_count=395 164 209 303 188 142 125 95 164 1030 376 80 133 209 297
internal_value=0 0.00121905 -0.000180005 -0.000371182 -0.000200874 -0.000492986 -0.000892725 -0.000462098 -0.00135959 -0.00202507 0.00125682 0.000561334 0.00173657 -0.00365135
internal_weight=0 0.00223614 0.0166611 0.0153694 0.0143429 0.0129931 0.0105769 0.00907176 0.00483327 0.00374659 0.00241626 0.0042385 0.00231012 0.00235483
internal_count=3910 604 3306 3003 2839 2697 2492 2304 1867 1703 205 437 304 1327
is_linear=0
shrinkage=0.00808683


Tree=2326
num_leaves=15
num_cat=0
split_feature=151 1 150 151 403 42 52 151 52 3 2 4 12 15
split_gain=6.26171e-05 9.42381e-05 9.72375e-05 0.000147452 0.00012469 0.000165631 0.000162415 0.000179555 9.226e-05 0.000110292 0.000157502 0.000123731 5.91387e-05 2.94142e-05
threshold=0.087190000000000017 0.14000500000000002 0.082085000000000019 -0.051109999999999996 0.03138500000000001 -1.0000000180025095e-35 0.11588000000000002 -0.03268999999999999 0.048490000000000012 -0.078669999999999976 0.11165000000000001 0.055260000000000011 0.088885000000000006 -0.063364999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 9 -9 11 13 -6 -11
right_child=-2 -3 3 -5 12 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0050535010460495289 0.002359705344052763 0.0028024529739607042 0.0033760227397701121 -0.0012421047735211247 -0.00019666779435696173 -0.0040629125782711507 -0.0039236032507497208 -0.0024992706909016328 0.0024202071873713044 0.0014853774355510652 -0.0029286734949191119 0.0046500616628736618 0.0031960648511702846 -0.00079452069107063816
leaf_weight=0.001037798021921694 0.0010976303012304308 0.0010581249246901401 0.001644897058839143 0.0013035861472394496 0.0010565329811707555 0.001129180397328529 0.0014644787937608305 0.0016967056414030303 0.0017071224018448995 0.001214448859774904 0.0010337362585574137 0.0010110713887124959 0.0011062985635425654 0.0011674095194324097
leaf_count=780 136 160 310 99 176 235 421 585 269 68 124 98 244 205
internal_value=0 -0.000165013 -0.000354472 0.00133425 -0.000719922 -0.00114612 -0.000757115 -0.000239545 0.000311796 -0.000276004 0.000576156 0.00164399 0.00153873 0.000367941
internal_weight=0 0.0176314 0.0165733 0.00294848 0.0136248 0.011462 0.0104242 0.00895967 0.00783049 0.00612337 0.00442667 0.00339293 0.00216283 0.00238186
internal_count=3910 3774 3614 409 3205 2785 2005 1584 1349 1080 495 371 420 273
is_linear=0
shrinkage=0.0102561


Tree=2327
num_leaves=15
num_cat=0
split_feature=4 158 3 49 15 2 43 52 151 133 42 3 15 0
split_gain=6.45065e-05 7.7905e-05 7.31512e-05 6.56226e-05 0.000105727 8.37118e-05 9.65323e-05 0.000105689 0.000107313 0.000116313 0.000132131 0.000165782 0.000239979 5.38165e-05
threshold=0.28937500000000005 0.084710000000000021 0.10856000000000002 0.10447000000000002 -0.10312999999999999 -1.0000000180025095e-35 0.013605000000000001 0.11401500000000002 0.056555000000000001 0.084285000000000013 0.091145000000000018 -0.078884999999999997 -0.017214999999999998 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 8 9 10 11 -7 -13 -8
right_child=2 -3 -4 -5 5 6 13 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0025314412925751977 0.0028507380027138311 -0.0025068850122566748 -0.00020436592435721222 0.0019175000360716619 0.0023525146277568513 -0.0023406752658356213 5.6514814087250128e-05 -0.0031474372906388666 -0.0026837544094324628 -0.002352401176611325 0.0031135993589440081 -0.00156041656179813 0.0031032178791849819 0.002679866641845872
leaf_weight=0.0013121175484352354 0.0011589791362869124 0.001014118441010038 0.0011498585038917861 0.0011534688257735246 0.0010463059259775585 0.0015495301011320024 0.0011297056952228116 0.0010388802562161523 0.001147985776503796 0.0011584576591637894 0.0012405008951573149 0.0014451890797405192 0.0018564786482331234 0.0011748446263907262
leaf_count=227 276 358 150 273 130 690 363 358 97 536 123 123 171 35
internal_value=0 -0.000203642 0.00132922 -5.05126e-05 -0.000211509 2.65313e-05 -0.00018074 -0.000565268 -0.000245844 0.000140173 0.000614186 -2.49394e-05 0.00106188 0.00139388
internal_weight=0 0.0162676 0.00230884 0.0152535 0.0141 0.0127879 0.0117416 0.00943702 0.00839814 0.00725016 0.0060917 0.0048512 0.00330167 0.00230455
internal_count=3910 3484 426 3126 2853 2626 2496 2098 1740 1643 1107 984 294 398
is_linear=0
shrinkage=0.00858181


Tree=2328
num_leaves=20
num_cat=0
split_feature=1213 14 403 13 147 52 123 48 12 1 1 2 15 3 4 16 16 2 47
split_gain=0.000385154 0.000275431 0.00016632 0.000167503 0.00015777 0.000227297 0.00017995 0.000208234 0.000263692 0.00031476 0.000221672 0.000186965 0.000165888 0.000135301 0.000188247 0.000209517 0.000190363 0.000102104 2.55595e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.03138500000000001 -0.0088749999999999992 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 0.12649500000000002 -0.023959999999999995 0.10786000000000001 0.092550000000000007 0.11260500000000001 -0.064869999999999983 -0.11266 -0.0031049999999999997 -0.0083999999999999995 -0.057604999999999996 0.090695000000000012 0.084545000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 10 13 12 -11 -10 15 -15 17 -16 -12
right_child=1 -3 3 -5 -6 -7 -8 -9 9 11 18 -13 -14 14 16 -17 -18 -19 -20
leaf_value=-0.0010217858186113628 -0.0007278388541531322 -0.00083283955881185338 0.00098311811528433422 0.00011241086428564548 0.00054648372616427395 -0.00079240162693844829 0.00060612559767338604 -0.00075903717092973776 0.00056098744358252519 -0.00020140756894075623 -0.00037100734308718629 0.0010963587796444158 0.00073364948163512616 -0.00090003866805137673 -0.0004191386250859975 -4.8982239123526548e-06 0.0007566632532709091 0.00025776014757797696 -0.00074735075684661276
leaf_weight=0.0010411996497822545 0.0012363495437069773 0.0010167534879093115 0.0010231627731218662 0.0015656240787276501 0.0013988293790391506 0.0010504162122783036 0.00130803816869307 0.0010522008675002406 0.0012674261328542383 0.0011102301513583601 0.0010036402218788773 0.0010977356191391174 0.0010191371468926133 0.0011629034246914719 0.0011285412503083334 0.0019777282428096185 0.0012364389860932534 0.0013962264548960934 0.0010180893333666674
leaf_count=592 148 131 120 134 199 321 275 78 67 78 178 132 42 606 75 361 202 114 57
internal_value=0 1.87678e-05 5.80317e-05 0.000456539 5.02841e-06 -3.68979e-05 9.74374e-06 -3.99225e-05 1.17105e-05 7.98529e-05 -6.43822e-05 0.000535339 0.00024612 5.84029e-05 -3.38897e-05 -0.000336348 0.000218665 -4.48056e-05 -0.000560524
internal_weight=0 0.0230695 0.0220527 0.00258879 0.0194639 0.0180651 0.0170147 0.0157066 0.0146544 0.0134181 0.010191 0.0032271 0.00212937 0.00816926 0.00690184 0.00314063 0.00376121 0.00252477 0.00202173
internal_count=3910 3318 3187 254 2933 2734 2413 2138 2060 1912 1660 252 120 1425 1358 967 391 189 235
is_linear=0
shrinkage=0.00167351


Tree=2329
num_leaves=19
num_cat=0
split_feature=1213 14 403 1 147 52 123 48 12 1 12 2 12 1 52 2 2 2
split_gain=0.000353776 0.000323968 0.000207651 0.000232492 0.000163787 0.000274152 0.000194853 0.000268879 0.00030416 0.00034635 0.00019633 0.000523865 0.000177965 0.000147164 0.000311066 0.000144009 0.000124051 0.000119193
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 0.12649500000000002 -0.023959999999999995 0.10786000000000001 0.085845000000000019 0.091525000000000009 0.091405000000000014 0.086560000000000012 -0.066329999999999986 0.082715000000000025 0.10393500000000001 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 10 13 -12 -11 17 -15 -16 -13 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 12 11 16 -14 14 15 -17 -18 -19
leaf_value=-0.00094709540430861915 -0.00073646336203817952 -0.00089769318687926616 0.00012635540735364016 0.0011180876352514986 0.0005657789167882656 -0.00083255772719924867 0.00061354496099875024 -0.00081805354963662821 5.7260282187763063e-05 0.00094446490841303805 -0.0010926562544692063 0.00036732482655986475 0.00018659914335333712 -0.00081010305840895796 -0.00013409367509351777 0.00070262206911001922 -0.00030020805088874672 0.00074893092854767926
leaf_weight=0.0010819012216391885 0.0013353203537798683 0.0010099650301899068 0.0017802436655064971 0.0010539735159891261 0.0013978663818328433 0.0011161339829723399 0.0014360060069253762 0.0011275824746841403 0.0012871334282413445 0.0017066255922764109 0.0015747497130265548 0.001853008485676131 0.0017654615688006969 0.0011155662167081637 0.0012043836465878144 0.0011043210197385633 0.0013460196648445097 0.0015238567577789651
leaf_count=592 149 125 177 77 199 321 275 78 221 118 622 238 136 79 35 34 248 186
internal_value=0 3.05781e-05 7.00888e-05 0.000495155 1.24297e-05 -2.72451e-05 2.16577e-05 -2.85047e-05 2.77836e-05 9.82557e-05 -4.70912e-05 -0.000302505 0.000559111 0.000148456 -8.44862e-05 0.000266132 8.64544e-05 0.00043222
internal_weight=0 0.0247382 0.0237283 0.00283422 0.020894 0.0194962 0.01838 0.016944 0.0158164 0.0144811 0.011009 0.00477378 0.00347209 0.00623526 0.00342427 0.0023087 0.00319903 0.00281099
internal_count=3910 3318 3193 254 2939 2740 2419 2144 2066 1917 1663 1108 254 555 148 69 486 407
is_linear=0
shrinkage=0.00167351


Tree=2330
num_leaves=21
num_cat=0
split_feature=1213 14 1186 130 0 16 4 48 50 1 42 4 47 2 1 13 0 160 0 2
split_gain=0.000413237 0.000379244 0.000245441 0.000239463 0.000269685 0.00029797 0.000305086 0.00028533 0.000235499 0.000306831 0.000315395 0.000390133 0.000241626 0.000183745 0.000357658 0.000155338 0.000137546 0.000224202 6.74153e-05 6.29974e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.085080000000000003 -1.0000000180025095e-35 0.18055000000000002 0.26538000000000006 -0.032604999999999995 0.12675000000000003 0.10119500000000002 0.10031000000000002 0.092145000000000019 -0.029114999999999999 0.08801500000000001 0.11260500000000001 0.10723500000000001 -0.083924999999999986 -0.099864999999999995 0.086110000000000006 -0.14808999999999997 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 10 11 15 13 14 -11 -5 17 18 -13 -17
right_child=1 -3 -4 4 -6 6 -8 -9 -10 12 -12 16 -14 -15 -16 19 -18 -19 -20 -21
leaf_value=-0.00097018994292874061 -0.00071169264661541604 -0.00098708698936049379 0.00084243609721487537 0.0010980843619285508 0.00089630335371716969 -0.0011454645902421318 -4.6876503421179068e-05 -0.00060871024020731567 -0.00062550569518447416 0.0011645114667094096 -0.0008440750417057889 0.00068484962650574384 -6.0177757061537542e-06 0.0012320430776651841 -0.00018204056607648415 3.2937751486372635e-05 -0.00046943449099676632 -0.00041590453832075812 0.00015343816155576488 0.00058314080821725875
leaf_weight=0.0012393709316767384 0.0011780361591197238 0.0010094950184498927 0.0010722653012139585 0.0011392913719356912 0.0010359726015708821 0.0011480010570861232 0.0018469648227874827 0.0014673023670155319 0.0010081645168941297 0.0010709652044583744 0.0010039946473588959 0.0010309068738010296 0.0015851978667184123 0.0014779879935237971 0.0011409786158591366 0.0010225237955457326 0.001974740710768667 0.0017557127579646004 0.0019022730850020153 0.0013553321393636186
leaf_count=592 230 119 76 88 39 230 182 105 355 100 286 48 72 213 154 144 487 71 88 231
internal_value=0 1.87143e-05 5.89795e-05 2.41857e-05 6.19319e-05 2.25168e-05 -0.000467977 0.000100097 0.000159636 0.000207726 5.08099e-05 0.00013906 0.000540433 0.000775188 0.000469925 0.000589986 -9.89434e-05 5.70899e-05 0.00034021 0.000346543
internal_weight=0 0.0262261 0.0252166 0.0241443 0.0229663 0.0219303 0.00299497 0.0189354 0.0174681 0.0164599 0.0111848 0.0101808 0.00527513 0.00368993 0.00221194 0.00351715 0.00666363 0.00468889 0.00293318 0.00237786
internal_count=3910 3318 3199 3123 2893 2854 412 2442 2337 1982 1443 1157 539 467 254 463 694 207 136 375
is_linear=0
shrinkage=0.00167351


Tree=2331
num_leaves=15
num_cat=0
split_feature=52 1 12 47 16 0 157 15 15 13 3 43 2 2
split_gain=6.30426e-05 9.68178e-05 0.000104645 0.000232565 0.000139294 0.000117709 0.00011185 0.000141948 8.39337e-05 9.43526e-05 0.000110731 0.000105583 8.35354e-05 6.50152e-05
threshold=-0.40083499999999994 0.085835000000000009 -1.0000000180025095e-35 0.10933000000000002 -0.09601999999999998 -0.092954999999999996 -0.055684999999999991 -0.095799999999999982 -1.0000000180025095e-35 -0.028919999999999998 -0.08323499999999999 0.052855000000000006 0.090545000000000014 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 5 4 12 -3 -6 -8 -2 11 -11 -10 -4 -9
right_child=1 2 3 -5 6 -7 7 13 9 10 -12 -13 -14 -15
leaf_value=-0.0023386051375284362 -0.002608092470259493 0.00025791160070353665 0.0050283532699059025 -0.003960371433237405 0.0029136772108494732 0.004962264263217827 -0.0031295730204300059 -0.0010619438907586121 -0.0035473367802433811 -0.00037892579308881273 0.0037558039912557188 0.0006960535870825709 0.0012331441867281297 0.0023686996649156357
leaf_weight=0.0011146575323256322 0.0018717459322339994 0.0010299118868775147 0.0010403332632546699 0.0011547209327575914 0.001003081534741491 0.0011252567326924413 0.0016140615968263119 0.0010405078819635473 0.0012919401678971347 0.00181652181606691 0.0010239745630892787 0.0010955265209383336 0.0013436763450964118 0.0012056335151646169
leaf_count=401 828 195 113 120 144 241 68 395 448 430 130 149 152 96
internal_value=0 0.000126977 0.000737563 0.000230557 0.000898303 0.00271415 -7.76934e-05 -0.000855007 -0.000780957 -0.000126795 0.00111161 -0.00160019 0.0028893 0.00077948
internal_weight=0 0.0176569 0.0105572 0.00840202 0.00724729 0.00215517 0.00486328 0.0038602 0.00709971 0.00522796 0.0028405 0.00238747 0.00238401 0.00224614
internal_count=3910 3509 1524 1088 968 436 703 559 1985 1157 560 597 265 491
is_linear=0
shrinkage=0.010055


Tree=2332
num_leaves=15
num_cat=0
split_feature=151 15 1 43 40 133 48 13 4 3 47 42 52 1
split_gain=6.20065e-05 8.30092e-05 7.90804e-05 9.00706e-05 0.000107463 0.000173447 0.000153231 9.63852e-05 8.01987e-05 0.000147555 0.000149766 0.000124362 0.000112767 0.000147226
threshold=0.087190000000000017 0.10043500000000001 0.13607500000000003 0.18078000000000002 -0.018084999999999997 -0.085714999999999986 0.11028500000000001 -0.15921999999999997 -0.08422499999999998 -0.10628499999999998 0.09252500000000001 0.060615000000000009 -0.07125999999999999 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 11 -10 12 -9 -11 -14
right_child=-2 -3 -4 -5 5 6 -8 8 9 10 -12 -13 13 -15
leaf_value=0.0023025849795719924 0.0018763378487843408 -0.0024384375112016161 0.0022003581470345533 -0.0025241483696940613 0.0027461825376403023 -0.0025100653863665643 -0.0033892076732309493 -0.0032596752877805664 0.0033938209666562443 -0.0012789753813542569 -0.0023259850752242461 0.00074639795072885652 -0.00015613469394195646 0.0031479308215546665
leaf_weight=0.001283088152998998 0.0011100704353830667 0.0010026416307007393 0.0010465327616649292 0.0010098903418511431 0.0012337921492302168 0.0011033381772149213 0.0011323882838826247 0.0011106171284595446 0.0010101907567169619 0.0014468064241168876 0.0014565039721878975 0.0010037417396608489 0.0018998098064953806 0.0017747588115460435
leaf_count=262 136 371 193 229 307 87 109 432 141 353 188 116 736 250
internal_value=0 -0.000133987 5.9488e-06 -0.00014255 2.38387e-05 -0.000198135 -0.000502427 -0.000199907 6.27989e-05 0.000458662 7.89851e-06 -0.00135789 0.000671648 0.00143968
internal_weight=0 0.0175141 0.0165115 0.0154649 0.014455 0.0131719 0.0119382 0.0108058 0.00970243 0.00758807 0.00657788 0.00211436 0.00512138 0.00367457
internal_count=3910 3774 3403 3210 2981 2719 2412 2303 2216 1668 1527 548 1339 986
is_linear=0
shrinkage=0.00824856


Tree=2333
num_leaves=19
num_cat=0
split_feature=14 1213 403 1 124 484 3 0 48 4 15 51 13 4 4 52 13 2
split_gain=0.000354422 0.000322651 0.000202008 0.00022647 0.000153118 0.000166648 0.000246628 0.0002062 0.00023553 0.000237923 0.000223088 0.000210381 0.000192769 0.000297263 0.00015966 0.000160228 0.000155165 4.82573e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 -0.048219999999999992 -0.0043499999999999988 -0.16059999999999997 -0.10071499999999999 0.086285000000000014 0.00046500000000000008 -0.10312999999999999 0.088715000000000002 -0.070604999999999987 0.070230000000000015 0.0033150000000000007 -0.030179999999999995 0.0015650000000000002 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 8 9 -8 -11 -10 14 16 15 -9 -14 -12
right_child=-2 2 3 -5 5 6 7 12 11 10 17 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00083095511784427283 -0.00094251903811646675 0.00049066435871598371 0.00010375759638890716 0.0010541353916912739 -0.00055565697768920159 0.00072338678717542816 0.00093660958439336804 0.00067535426283464465 -0.00064488868203022031 -0.00025455165726019017 0.00074529280913983613 0.00019734612863705881 -0.0011025614756270347 0.00013628190045495136 -0.00046618254983833761 -8.9943382556086204e-05 -0.00029692959138042703 0.00025824449816426047
leaf_weight=0.0010913643937396139 0.0010227302090067827 0.0015809687253843128 0.0016582264295368623 0.0010656632134851129 0.0014437603734827253 0.0011791534957814277 0.0013180336271899594 0.0012059195947168311 0.0015055643574553024 0.0018797826402569551 0.0010790550079415873 0.0015649994846971271 0.0016034380396471228 0.0013572962088505558 0.0012227750547834683 0.0017137590824008678 0.0010070340577204226 0.0010276054748006719
leaf_count=576 138 289 177 77 518 149 68 164 91 103 23 56 556 106 174 370 191 84
internal_value=0 2.39471e-05 6.37972e-05 0.000475572 9.58368e-06 -3.02199e-05 1.27255e-05 -3.81065e-05 0.000138924 0.000344156 0.000148273 -0.00021562 -0.000220917 -0.000474305 2.17855e-05 0.000226149 -0.000791775 0.000507716
internal_weight=0 0.0245044 0.023413 0.00272389 0.0206891 0.0191082 0.0176644 0.0164853 0.00837504 0.00530448 0.00398644 0.00307056 0.00811022 0.00396777 0.00414245 0.00291968 0.00261047 0.00210666
internal_count=3910 3772 3196 254 2942 2653 2135 1986 425 278 210 147 1561 853 708 534 747 107
is_linear=0
shrinkage=0.00160853


Tree=2334
num_leaves=15
num_cat=0
split_feature=2 3 3 40 4 42 47 43 42 52 2 52 2 52
split_gain=5.43017e-05 0.000120575 7.87309e-05 8.34416e-05 0.000126993 0.000141729 0.000155425 7.6426e-05 7.40592e-05 6.97888e-05 0.000139803 0.000123797 0.000120037 8.27542e-05
threshold=0.11542500000000001 0.12566000000000002 0.13772500000000001 -1.0000000180025095e-35 -0.08422499999999998 -0.088669999999999985 0.096175000000000024 1.0000000180025095e-35 0.084100000000000022 -0.0066199999999999991 0.087005000000000013 0.084240000000000023 0.079395000000000007 -0.07984999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 -6 7 9 -5 10 -7 12 -11 -12
right_child=1 -3 -4 4 5 6 -8 -9 -10 11 13 -13 -14 -15
leaf_value=-0.0024807851649777633 0.0025661543800841119 -0.00082431673612292039 0.0017827301185766703 -0.0029032305593468298 0.002548652864504751 0.0019232901423838641 -0.0029718854504357912 -0.001834007140975999 -8.2021232352060734e-05 0.00083450723241688799 5.9877076499729378e-05 -0.00091209743928548468 0.0045687941452413469 -0.0031818990354113368
leaf_weight=0.0011776920101204342 0.0015724538821695272 0.0013067211157586512 0.0012481394544586319 0.0016212631644747779 0.0015163791900379029 0.0012333459948699593 0.0011770901492000061 0.0010485173650101372 0.0010386876105188125 0.0013736510429714511 0.001070551919799826 0.001103929895674205 0.0010209915951028287 0.001072542647116554
leaf_count=273 402 172 84 550 201 218 218 444 122 196 190 452 232 156
internal_value=0 0.00102738 -0.000204897 -0.000376526 -0.000189874 0.000213916 -0.000175106 0.000240373 -0.00180157 0.00055674 -0.000289221 0.00137317 0.00242668 -0.00156252
internal_weight=0 0.00287917 0.0157028 0.0144546 0.013277 0.010617 0.00910062 0.00792353 0.00265995 0.00687501 0.00337644 0.00349857 0.00239464 0.00214309
internal_count=3910 574 3336 3252 2979 2307 2106 1888 672 1444 564 880 428 346
is_linear=0
shrinkage=0.00824856


Tree=2335
num_leaves=20
num_cat=0
split_feature=1213 14 4 13 15 132 52 39 4 50 47 51 49 0 3 4 15 2 1
split_gain=0.000484359 0.000336632 0.000202003 0.000278063 0.000278208 0.000275515 0.000238638 0.000298345 0.000229594 0.00027972 0.000273088 0.000233226 0.000256722 0.000207045 0.000128733 0.000110912 0.000170617 0.000108938 6.37856e-06
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.51381999999999983 -0.091229999999999992 -0.089594999999999994 0.079995000000000011 -0.27466499999999994 0.005105000000000001 -0.23071499999999998 0.086465000000000014 0.09252500000000001 0.08955500000000001 1.0000000180025095e-35 -0.23029999999999998 0.097615000000000021 -0.076329999999999995 -0.087539999999999993 0.10796500000000002 0.10593500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 17 6 -5 8 -8 10 11 12 13 -10 -6 -15 -17 -4 -12
right_child=1 -3 3 5 14 -7 7 -9 9 -11 18 -13 -14 15 -16 16 -18 -19 -20
leaf_value=-0.00095068861911743374 -0.00051354657830401289 -0.00082845553718431208 -0.00033554827268690238 -0.0005948022672925805 0.00041104095217485854 0.00063265413824060068 -0.00071221951652529524 0.00065823758467429812 0.00094937420230839151 -0.00070967914568889146 -0.00051383132518033694 -0.00039587875636866953 -0.00040434476784882234 0.00056914441179642936 0.0010556828912589118 0.00045168160185670651 -0.00020824292634822244 0.00033279642765578389 -0.00034523499729643156
leaf_weight=0.0012418160237197056 0.0013597404023381323 0.001034314855096626 0.0011145085017986705 0.00169440189435898 0.0015153345399352433 0.001452524619943568 0.0011511902053049595 0.0014521248323104913 0.0012524427850095741 0.0011700321048310159 0.0010241912147561935 0.0013658986119236549 0.0010747191924360411 0.0018350213200134368 0.0013420545011351148 0.0017453736090262727 0.0018585627482418524 0.0011268337431660572 0.0010381542400272892
leaf_count=592 79 122 114 342 122 243 81 291 48 402 90 70 283 322 90 74 381 106 58
internal_value=0 1.86278e-05 5.42827e-05 8.75437e-05 0.000400234 -4.69189e-07 -5.56619e-05 5.37084e-06 -6.47737e-05 -4.49305e-06 6.92128e-05 0.000181719 0.000283307 0.000393752 0.000713815 0.000265807 0.000111356 4.61706e-07 -0.000428962
internal_weight=0 0.0256074 0.0245731 0.0232134 0.00509873 0.0181146 0.0166621 0.0149677 0.0135156 0.0123644 0.0111944 0.00913202 0.00776612 0.0066914 0.00285739 0.00543896 0.00360394 0.00224134 0.00206235
internal_count=3910 3318 3196 3117 432 2685 2442 2100 1809 1728 1326 1178 1108 825 212 777 455 220 148
is_linear=0
shrinkage=0.00151575


Tree=2336
num_leaves=21
num_cat=0
split_feature=14 1213 13 16 403 123 48 50 16 47 1 47 1 0 3 4 3 0 52 2
split_gain=0.000489272 0.000381847 0.000149585 0.000271328 0.000258794 0.000222417 0.000248965 0.000364711 0.000270592 0.000220285 0.000627027 0.000316081 0.000169599 0.000159454 0.000152069 0.000232192 0.0003604 0.00016436 0.000256668 0.000320482
threshold=0.073890000000000011 -1.0000000180025095e-35 0.17936000000000002 0.22945500000000005 0.03138500000000001 0.083745000000000014 0.12649500000000002 0.082310000000000008 0.16388500000000003 0.078345000000000012 0.11198000000000001 0.09550500000000002 1.0000000180025095e-35 -0.053834999999999994 -0.115685 0.22584000000000001 0.097615000000000021 -0.083934999999999996 -0.0066199999999999991 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 9 10 14 -11 -6 -10 -3 16 17 18 19 -16
right_child=-2 2 3 -5 12 -7 -8 -9 13 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00095774336257585502 -0.0011448571009077203 0.00075115350526479166 -0.00088073763680377901 0.00021086391645130744 0.00027047860241916479 0.00075836187828347431 -0.00072639504566782728 -0.00076353102724628738 0.00013929141763729716 -0.00081993943298527816 0.001554213623146313 0.00035412085793332495 0.0011758494585391529 -0.00064690915243091531 0.00044165849897107512 -0.00062728728965050738 0.0011108460791489224 -0.00048404987551488234 0.00074429122636345717 -0.00083999582767863858
leaf_weight=0.0010926404047150581 0.0010765925633179898 0.0012871245471505711 0.0012663990530590889 0.0013935804340547975 0.0014917791346918388 0.0012220781785061965 0.0012586043592319731 0.0014334188295583505 0.0012967617966172656 0.001234338579425163 0.0011447302094000677 0.0014566321897211687 0.0010117597945967227 0.0017881982513538045 0.0012416079034196226 0.0010518796228637869 0.0011333124216292845 0.0012747837013695014 0.0016098095220018985 0.0010485960447083331
leaf_count=576 135 68 148 44 131 274 86 503 220 69 168 110 74 228 103 92 28 481 219 153
internal_value=0 2.97063e-05 7.34843e-05 -0.000308841 0.000119741 5.33515e-05 6.16711e-06 6.03989e-05 0.000136263 0.00024814 0.000367014 -0.000184416 0.000636368 -0.00031643 0.000209849 0.000115185 0.000238993 4.80519e-05 0.000221978 -0.000145162
internal_weight=0 0.025738 0.0246454 0.00265998 0.0219854 0.0194819 0.0182598 0.0170012 0.0155678 0.0124828 0.00979184 0.00269097 0.00250354 0.00308496 0.00864711 0.00735999 0.00630811 0.0051748 0.00390001 0.0022902
internal_count=3910 3775 3199 192 3007 2802 2528 2442 1939 1491 1312 179 205 448 1144 1076 984 956 475 256
is_linear=0
shrinkage=0.00170698


Tree=2337
num_leaves=14
num_cat=0
split_feature=42 43 40 133 484 3 4 16 4 2 4 13 48
split_gain=5.83135e-05 7.45227e-05 0.00011591 0.000127749 8.62154e-05 9.99955e-05 0.00010016 0.000108969 0.000105078 0.00011006 0.000121171 9.91019e-05 0.00024394
threshold=-0.11403999999999999 0.16180500000000003 -0.018084999999999997 -0.085714999999999986 -0.0043499999999999988 -0.15464999999999998 -0.23071499999999998 -0.38486499999999996 0.074650000000000008 0.086650000000000019 -0.0010999999999999996 -0.0019849999999999994 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 9 10 -9 -11 -13
right_child=1 -3 3 4 5 6 7 8 -10 11 -12 12 -14
leaf_value=-0.0019053059498198056 0.0025063399240569241 -0.001971369774651541 0.0026622597074087151 -0.0026060581314033575 0.002515368130757875 -0.0025200131567887619 -0.0018525851802786441 0.00021690184105948798 0.0026242017674857477 -0.00052212517736193831 -0.0031795155416916442 0.0050506568661891011 -0.00080064017482868064
leaf_weight=0.0011308865835782103 0.0015279790345941275 0.0011867990402133826 0.0012390045448499318 0.0010276706936965503 0.0010493934594806515 0.0012750830709721142 0.0018544867708012785 0.0019285853682577507 0.0013657129327771557 0.0017157363381768162 0.0012917386827013943 0.0010990867637914866 0.0010041229251908229
leaf_count=217 347 255 327 514 182 129 243 644 109 591 125 176 51
internal_value=0 0.000105187 0.000255655 2.40818e-05 -0.00021606 -2.088e-05 -0.000251623 3.03e-05 0.000445742 2.30919e-05 -0.00114547 0.00100848 0.00225711
internal_weight=0 0.0175654 0.0163786 0.0148506 0.0136116 0.0125839 0.0115346 0.0102595 0.00840498 0.00703927 0.00322032 0.00381895 0.00210321
internal_count=3910 3693 3438 3091 2764 2250 2068 1939 1696 1587 769 818 227
is_linear=0
shrinkage=0.00858181


Tree=2338
num_leaves=15
num_cat=0
split_feature=11 48 0 1 151 2 13 16 0 16 15 4 2 4
split_gain=5.63394e-05 7.74003e-05 0.000194646 0.000191921 0.000121846 9.95592e-05 8.62516e-05 0.00018367 0.000128058 9.74567e-05 0.000143366 8.43483e-05 7.19807e-05 4.23813e-05
threshold=0.08184000000000001 0.016865000000000002 -0.18901999999999997 0.089605000000000018 -0.0008699999999999999 0.11260500000000001 0.025140000000000006 0.25185000000000007 -0.077944999999999987 -0.088144999999999987 0.085120000000000015 0.05309500000000001 0.096750000000000017 0.070230000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 -1 6 7 8 9 10 -6 -11 -3 -8
right_child=-2 2 3 -5 5 -7 13 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0033130416745426176 -0.0020762637917235553 0.00062122196350629854 0.00031699520542254533 0.0054135097525295989 -0.001066740918966925 0.0023589449570706484 -0.0036010549011145764 -0.0035973751929597284 0.0033980152726842644 -0.0032066977576367837 0.0036038920953457214 0.00058889420188751893 -0.0028026297215868442 -0.00074823182466470536
leaf_weight=0.0011831707874403385 0.0012066661699429498 0.0013026685008288297 0.0014418994067265517 0.0014302197993460728 0.0012358611051815713 0.001518997696041466 0.001004133712057903 0.0010911931825298635 0.0014118289164279053 0.0012315819289816987 0.0013215537130038812 0.0010574757313890903 0.0011009963505705933 0.0010201515673093353
leaf_count=390 224 58 325 288 356 361 227 194 405 760 187 35 58 42
internal_value=0 0.000126618 0.0011227 0.00285489 -0.000308556 1.77907e-05 -0.000361588 0.000134677 0.000785395 2.43112e-05 0.00134683 -0.00145325 -0.00094707 -0.00216336
internal_weight=0 0.0173517 0.00527578 0.00287212 0.0120759 0.0108928 0.00937378 0.00734949 0.0062583 0.00484647 0.00255741 0.00228906 0.00240366 0.00202429
internal_count=3910 3686 729 613 2957 2567 2206 1937 1743 1338 543 795 116 269
is_linear=0
shrinkage=0.0098578


Tree=2339
num_leaves=19
num_cat=0
split_feature=1213 14 13 132 52 39 50 4 47 52 51 2 457 1 4 2 2 4
split_gain=0.000396427 0.000326524 0.000153273 0.000223458 0.000208004 0.000196462 0.000268402 0.000208946 0.000251522 0.000178872 0.00017018 0.000168831 0.000161314 0.000177974 0.000288483 0.000153733 0.000165817 6.68023e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.091229999999999992 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.086465000000000014 -0.23071499999999998 0.09252500000000001 0.10062000000000001 0.08955500000000001 0.097940000000000013 0.082870000000000013 0.11198000000000001 -0.076329999999999995 0.094010000000000024 0.089070000000000024 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 7 -6 10 11 12 -2 13 14 -9 16 -16 -10
right_child=1 -3 3 -5 5 -7 -8 8 17 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.00095148782533491347 0.00015045890658163489 -0.00085340191502377566 -0.00059629476455092152 0.00062631037476254092 -0.00051095925899144836 0.00066921317493050659 -0.00071105776377439439 0.00055433979638373082 -0.00010857596255570455 -0.0001996832665196883 -0.00029643007428876777 0.00081592835146346201 0.00074839081807766673 0.00078246607446356444 -0.00045113046267418965 -0.00075710464912451074 0.00046978995852623958 -0.00069289061409832779
leaf_weight=0.0011030807055397917 0.0019557873547818598 0.0010272848707912055 0.0016161689438926674 0.0013770723510209059 0.001597774001116656 0.0010881597711838538 0.0013907809652078289 0.0018995372995457621 0.001008331642604555 0.00131109461830059 0.0013772256609540512 0.0019900945839417018 0.0017407106312594678 0.0010842957389607041 0.0010081751282088507 0.0010112155982175686 0.0010153343826683758 0.0010166519520966588
leaf_count=592 162 122 353 245 89 291 428 325 76 104 70 181 130 63 300 210 95 74
internal_value=0 3.42541e-05 7.30765e-05 3.30276e-06 -4.75996e-05 1.05953e-05 -4.00535e-05 3.30871e-05 0.000110968 0.000315055 0.000224646 0.000486087 0.000317134 0.000192404 6.27386e-05 -0.000244971 1.09589e-05 -0.000401934
internal_weight=0 0.0245157 0.0234884 0.0182314 0.0168544 0.0152382 0.01415 0.0127593 0.0111615 0.00525698 0.00913649 0.00394588 0.00775927 0.00601856 0.00493426 0.00303473 0.00202351 0.00202498
internal_count=3910 3318 3196 2749 2504 2151 1860 1432 1343 447 1193 343 1123 993 930 605 395 150
is_linear=0
shrinkage=0.00160853


Tree=2340
num_leaves=19
num_cat=0
split_feature=1213 14 403 13 3 157 48 0 151 160 150 43 42 12 3 1 4 3
split_gain=0.000413753 0.000419256 0.000138592 0.000174237 0.000155232 0.000141476 0.000145294 0.000156148 0.000197822 0.00024819 0.000237689 0.000274205 0.000237921 0.000172124 0.000228174 0.000149853 0.000126527 6.35583e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 0.03138500000000001 -0.012339999999999999 -0.16059999999999997 -0.077044999999999988 0.12675000000000003 -0.230625 -0.024429999999999997 -1.0000000180025095e-35 0.087235000000000021 -0.074254999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.055684999999999991 0.088675000000000018 0.05309500000000001 -0.081244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7 15 -10 11 12 -11 -13 -15 -9 -16 -14
right_child=1 -3 3 -5 5 6 -8 8 9 10 -12 13 17 14 16 -17 -18 -19
leaf_value=-0.0010787003156315525 0.0006004476684532804 -0.0010622422288401748 0.0010150882121494969 9.5607929776140338e-05 0.00050705594624912069 0.00054017140058496916 -0.00066826622021874205 -5.4384731293827502e-05 -0.00076126720816086088 -0.00026403915128742251 -0.00085162625974518052 -0.0008510203882750269 0.00037008787702164222 -0.000653159079396722 -0.00014717409250501761 0.00081753161865303497 0.0005593427776802377 0.00091030683628998013
leaf_weight=0.0010634563368568583 0.0013544499509497631 0.0010163350328151943 0.0010305286344498565 0.0015866909781321594 0.001475603988976385 0.0014111914160843614 0.0010955572836192076 0.0011689377948251719 0.0017593556348521619 0.0011773930936152532 0.0010216669528933806 0.0010492393745570108 0.0011708605709157549 0.001388529774155935 0.0015766205146438474 0.0012224569968523058 0.0014990081377957432 0.0015138469771548771
leaf_count=592 170 122 111 143 383 81 98 158 552 179 64 126 99 543 75 199 52 163
internal_value=0 3.16059e-05 8.10113e-05 0.000457653 3.14379e-05 -1.01533e-05 -5.49033e-05 -1.27972e-05 -6.64369e-05 -0.000156487 -5.41497e-05 3.2753e-05 0.000388521 -0.000216461 -6.7316e-05 0.00039133 0.00019717 0.000674705
internal_weight=0 0.0235183 0.0225019 0.00261722 0.0198847 0.0185303 0.0170547 0.0159591 0.0145479 0.0121565 0.0103972 0.0093755 0.0038621 0.0055134 0.00446416 0.00239139 0.00307563 0.00268471
internal_count=3910 3318 3196 254 2942 2772 2389 2291 2210 1853 1301 1237 441 796 670 357 127 262
is_linear=0
shrinkage=0.00174112


Tree=2341
num_leaves=21
num_cat=0
split_feature=14 1213 52 157 453 13 151 151 49 16 0 4 15 16 1 151 2 1 15 16
split_gain=0.00050928 0.000496565 0.000175877 0.000241622 0.000208192 0.000176337 0.000169933 0.000201366 0.000366558 0.000265471 0.000633286 0.000336887 0.000333119 0.000217051 0.000229985 0.000205174 0.000167055 0.000154901 9.24059e-05 4.84536e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.27466499999999994 -0.077044999999999988 1.0000000180025095e-35 -0.057284999999999996 0.087190000000000017 -0.051109999999999996 -0.07107999999999999 -0.055679999999999993 -0.06402999999999999 0.41315500000000005 -0.10469999999999999 -0.094359999999999986 0.08844500000000001 -0.083919999999999981 0.10113500000000002 0.092550000000000007 0.05377500000000001 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 7 15 -9 11 -11 12 -10 18 -15 -5 19 -16 -14 -12
right_child=-2 2 3 4 -6 -7 -8 8 9 10 16 -13 13 14 17 -17 -18 -19 -20 -21
leaf_value=-0.00092941793848369265 -0.0010484124476334087 8.2984577034354357e-05 0.00064909335752936614 0.00014135283247231019 -0.00059479559011184216 -0.00075799222628694445 0.00070849869588881728 -0.0006767535872834275 -0.00041414623428899413 -0.0010191579725759958 0.0001694632659070996 0.0010303079554498736 -0.00027098138695575119 7.343307715812345e-05 0.0012290104288081767 0.00098513369372512424 -0.00024009401430642624 0.00043094406777357549 0.00030163860692118742 0.00061208285412771909
leaf_weight=0.0011952336264827021 0.0010546688577527516 0.0011653701287444446 0.0017632460756626103 0.001904141891352823 0.0010440347591594836 0.0011266307088912261 0.0010000141134259418 0.0016419039310275876 0.0019834330583408727 0.001520983707354491 0.0010965697381960732 0.0010739272380401914 0.0015614035736333013 0.0015006346900677116 0.0011477371471153575 0.0010150323927498517 0.0016020514677602404 0.0010888866410159598 0.0011061753592923607 0.001179338317559453
leaf_count=576 135 190 336 244 81 200 83 97 162 470 65 193 176 380 72 141 88 93 80 48
internal_value=0 2.54659e-05 7.01854e-05 0.00010971 6.54047e-05 -0.000330397 9.91558e-05 6.77819e-05 2.87073e-06 7.79577e-05 -0.000190238 0.000230985 0.00012865 0.000296741 0.000532483 0.000434746 0.000134875 0.000840477 -3.35308e-05 0.000398821
internal_weight=0 0.0267167 0.0255215 0.0232295 0.0214663 0.002292 0.0204222 0.0194222 0.016503 0.0148611 0.00539894 0.0094622 0.00838827 0.00640484 0.00373726 0.00291917 0.00387796 0.00223662 0.00266758 0.00227591
internal_count=3910 3775 3199 2809 2473 390 2392 2309 1924 1827 671 1156 963 801 545 385 201 165 256 113
is_linear=0
shrinkage=0.00151575


Tree=2342
num_leaves=14
num_cat=0
split_feature=403 403 150 151 11 0 42 13 151 43 15 16 0
split_gain=6.52766e-05 0.000103598 9.13454e-05 0.000200179 0.000180685 0.000115317 0.000253656 0.000157503 0.000110477 0.00010614 0.000115492 0.000111455 9.86644e-05
threshold=0.09389500000000002 0.03138500000000001 0.083205000000000015 -0.051109999999999996 0.077165000000000025 -0.017269999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.03268999999999999 -0.082484999999999989 -0.11399999999999998 -0.074719999999999995 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -7 -8 -10 -11 -12 -13
right_child=-2 -3 3 -5 -6 7 8 -9 9 10 11 12 -14
leaf_value=-0.0037325951356793866 -0.0017810574456117803 0.0020645205620036322 0.00299872055723475 -0.00058202467428168528 -0.0032068737361536574 -0.00028150269042769439 -0.0020191155204067044 0.0035547036120258629 0.0025202047970164661 0.0016063110195347894 -0.0022476980687440181 0.0015471884695101789 -0.0011333072254990158
leaf_weight=0.0011109921798293987 0.0010573664369852289 0.0013222612498422484 0.0015026471560292062 0.0018924138826007545 0.0010857552692745834 0.0013327705366358738 0.0012503241339847874 0.0010087443834078014 0.0010267247853698851 0.0016924382581767969 0.0015248008388571077 0.0014567209924776234 0.0014904252850603331
leaf_count=748 307 163 294 185 232 177 259 65 216 198 384 63 619
internal_value=0 9.24042e-05 -6.68442e-05 0.00100281 -0.000346629 -8.5528e-05 -0.000442597 0.00137117 -9.5943e-06 0.000339803 -2.33596e-05 -0.000640119 0.000191613
internal_weight=0 0.017697 0.0163748 0.00339506 0.0129797 0.0118939 0.00955243 0.00234151 0.00844143 0.00719111 0.00616439 0.00447195 0.00294715
internal_count=3910 3603 3440 479 2961 2729 2487 242 1739 1480 1264 1066 682
is_linear=0
shrinkage=0.00732449


Tree=2343
num_leaves=21
num_cat=0
split_feature=1213 14 13 13 2 132 52 39 50 133 47 42 52 1 4 4 15 0 4 15
split_gain=0.000525418 0.000492305 0.000201552 0.000253092 0.000310354 0.000222032 0.000205744 0.000201391 0.000258673 0.000247669 0.000274508 0.000208953 0.000265152 0.000188083 0.00048065 0.000181017 0.000158306 0.000131343 0.000209481 0.000223388
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.091229999999999992 -0.52445999999999982 0.099990000000000009 0.079995000000000011 -0.40083499999999994 0.084535000000000013 0.086465000000000014 0.090085000000000012 0.096175000000000024 -1.0000000180025095e-35 -0.015039999999999998 0.086560000000000012 0.0057500000000000008 0.022820000000000003 -0.035939999999999993 -0.17106499999999999 -0.076329999999999995 -0.099824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 16 6 -4 8 9 10 11 -8 13 -13 -15 -6 -5 -14 -19 -20
right_child=1 -3 5 4 15 -7 7 -9 -10 -11 -12 12 17 14 -16 -17 -18 18 19 -21
leaf_value=-0.0010640366627044247 -0.00037451074268508952 -0.0010641769619794698 -0.00073779444352140716 -0.00039230379015949164 0.0014062099058071932 0.00060869275432932446 -0.00044007147356917909 0.00052965565882724425 -0.00068971140910059365 -0.00071560242004503952 -0.00063572693430103897 0.0003973296915119571 0.00088142107639822202 -0.0010324248708710934 0.00031243739080674861 0.00050390101321224181 0.0004664607462811607 0.00072348009955213019 0.0004751838714916473 -0.00047842473890850673
leaf_weight=0.0011942916403553652 0.0010420757940607928 0.001027524754602451 0.0010702202105731 0.0010154947992280401 0.0010607246665297332 0.0014114907693633756 0.0013767656805823572 0.0016151283496979143 0.0015536133573237345 0.0011394150645136431 0.0012899632884048615 0.0014066410930768242 0.0013918159612495949 0.0013080054244813955 0.0014496259993319605 0.0012569377082790635 0.0012258387101886084 0.0018700981320507459 0.001315413209189042 0.0012298153087825646
leaf_count=592 53 119 336 114 81 245 323 296 433 316 127 161 72 99 32 110 89 71 38 203
internal_value=0 2.7044e-05 7.18422e-05 0.000340672 0.000504145 -5.66116e-06 -5.37923e-05 -1.0595e-05 -6.75101e-05 2.65186e-06 6.74074e-05 0.000147334 0.000228437 -8.13106e-05 -0.00032546 0.000916861 7.7375e-05 0.000450556 0.000314737 1.44148e-05
internal_weight=0 0.0260566 0.0250291 0.00560107 0.004559 0.019428 0.0180165 0.0169463 0.0153312 0.0137776 0.0126381 0.0113482 0.00997142 0.00416427 0.00275763 0.00231766 0.00224133 0.00580714 0.00441533 0.00254523
internal_count=3910 3318 3199 447 394 2752 2507 2171 1875 1442 1126 999 676 292 131 191 203 384 312 241
is_linear=0
shrinkage=0.00160853


Tree=2344
num_leaves=15
num_cat=0
split_feature=4 15 40 3 47 1 2 2 16 16 3 1 4 1
split_gain=5.98058e-05 7.17169e-05 0.00011392 0.000162183 0.000175866 0.000122839 0.000120274 0.000118138 0.000201693 0.000118867 9.73449e-05 9.31143e-05 0.000166288 6.10614e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.065259999999999999 0.10420500000000001 0.09550500000000002 0.11215000000000001 0.097135000000000013 0.086650000000000019 -0.090809999999999988 -0.004514999999999999 -0.088694999999999982 0.095575000000000007 -0.077679999999999985 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 11 -9 -10 -8 12 -4 -2
right_child=13 2 3 5 -6 -7 10 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0025903151262323641 -0.00027641072619176269 -0.0025686130527853676 -0.00014050938610915502 0.0043727787313894186 0.0029181206279086788 0.00011740819457814075 -0.00065242662305314044 0.0041419754175827687 -0.0030044970521389855 0.0016590315757908653 -0.0048130794163734779 0.001089007735949654 -0.0046238416149192961 0.0028427391216576787
leaf_weight=0.0011160102536450891 0.0010782086371849122 0.0015135721138679397 0.0017668301354536002 0.0013830252202637902 0.0014067141072633968 0.0011692994837928516 0.0010248638520879635 0.001311906582057612 0.0010394829240237807 0.0010031510480672488 0.0010773693129647044 0.0011739862892985453 0.0013733287248472534 0.0012846739957064063
leaf_count=275 109 209 640 82 179 89 180 172 487 236 399 161 360 332
internal_value=0 -0.00022541 -5.22709e-05 0.000225127 -0.000276799 0.00242326 -0.00073677 -0.000175364 0.00118497 -0.000714207 -0.00278471 -0.00123311 -0.00210127 0.00141944
internal_weight=0 0.0163595 0.0152435 0.01373 0.0111776 0.00255232 0.00977092 0.00766869 0.00335454 0.00204263 0.00210223 0.00431415 0.00314016 0.00236288
internal_count=3910 3469 3194 2985 2814 171 2635 2056 895 723 579 1161 1000 441
is_linear=0
shrinkage=0.00966451


Tree=2345
num_leaves=14
num_cat=0
split_feature=48 4 0 14 42 133 47 160 52 4 12 4 4
split_gain=5.54898e-05 0.000120827 0.000113838 9.44241e-05 7.14366e-05 0.000120814 0.000128333 0.000127103 0.00011007 0.000105105 8.44148e-05 7.0874e-05 0.000106301
threshold=0.12675000000000003 0.28937500000000005 -0.23029999999999998 -0.40567999999999999 0.092145000000000019 0.065880000000000008 0.09550500000000002 -0.085194999999999979 0.06136500000000001 -0.082054999999999975 0.097345000000000015 -0.0021099999999999995 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -4 11 -7 -6 12 -9
right_child=-2 3 4 -5 10 9 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0021297200307141234 -0.0018740495717707696 0.00020296435685550731 0.0017097903993484229 0.0039114797506472196 -0.0031408105271338361 0.0032030253055008685 0.001654877374410854 -0.0032543581354678736 0.00018370235426375339 -2.4588220033879106e-05 0.00013026318199337706 -0.0035324090402328733 0.00045335214135869479
leaf_weight=0.0014550863053888171 0.0011110762301946844 0.0010011150357046167 0.0010043440588008825 0.0010216473676791646 0.0013645785344968539 0.0012986657665810392 0.0014876021055281741 0.0010867247272462171 0.0018144974886813471 0.0017367728604748721 0.0010118712750549087 0.0019720441964957763 0.0011964857966670732
leaf_count=77 131 107 265 292 440 187 146 352 479 693 222 238 281
internal_value=0 0.000103904 -0.000154652 0.00207604 -0.000392526 -0.000114764 -0.000636309 -0.00111812 -0.00158605 0.0013563 -0.00174802 -0.00234069 -0.00131138
internal_weight=0 0.0174514 0.0154287 0.00202276 0.0139736 0.0115971 0.0085617 0.0070741 0.00606975 0.00303544 0.00237645 0.00425525 0.00228321
internal_count=3910 3779 3380 399 3303 2641 1761 1615 1350 880 662 871 633
is_linear=0
shrinkage=0.00858181


Tree=2346
num_leaves=18
num_cat=0
split_feature=1213 14 1374 4 13 4 453 0 132 4 16 50 4 52 1 0 3
split_gain=0.000411457 0.000287786 0.000171308 0.000150882 0.000233239 0.000249044 0.000195536 0.00021203 0.000185231 0.000234716 0.000180532 0.000165405 0.000205659 0.000243358 0.000161405 0.000214888 0.000197696
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 -0.51381999999999983 -0.091229999999999992 -0.029114999999999999 1.0000000180025095e-35 -0.230625 0.079995000000000011 -0.23071499999999998 -0.50763499999999995 0.086465000000000014 -0.076329999999999995 0.14114500000000005 0.11198000000000001 -0.10209999999999998 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6 9 -9 -7 12 -11 14 15 -14 -17
right_child=1 -3 3 4 6 10 -8 8 -10 11 -12 -13 13 -15 -16 16 -18
leaf_value=-0.0010961908811203678 -0.00058600924207743901 -0.00091917597792493064 -0.00048829412890613946 0.0010270492501904293 0.00082632488991897643 0.00075382503608286257 -0.00072761077502890006 -0.00074228721452022743 0.00068175029156912318 0.00064619053045994999 -0.00015799231082398087 -0.00057217736020420814 -0.00081003665468551249 0.00079700351144401627 0.00030903660764745346 -0.00053392146991498152 0.0004110361533764708
leaf_weight=0.0011103720355815213 0.0012279373153347697 0.0010017243006349699 0.001304609946619485 0.0018065189680641636 0.0011900528961121771 0.0011298388276840265 0.0010181600065997101 0.001383696248008155 0.0012914594159624182 0.0020038039667833575 0.0019290453442832095 0.0012447805499829134 0.0017849032362001731 0.0010687160260307513 0.0019159743854725905 0.001318034754522079 0.0016187162615193397
leaf_count=592 66 125 79 100 83 67 83 183 233 360 260 451 135 154 248 464 227
internal_value=0 3.14836e-05 7.2467e-05 0.000109206 0.000146857 0.000493754 4.02926e-05 9.30484e-05 2.90255e-05 -3.92939e-05 0.000178799 4.94999e-05 0.000129195 -5.2342e-06 -0.000134401 -0.000314342 -1.30676e-05
internal_weight=0 0.024238 0.0232362 0.0220083 0.0207037 0.0048654 0.0158383 0.0148201 0.0136301 0.0123386 0.00305888 0.0109549 0.00971015 0.00770634 0.00663763 0.00472165 0.00293675
internal_count=3910 3318 3193 3127 3048 427 2621 2538 2455 2222 327 2039 1588 1228 1074 826 691
is_linear=0
shrinkage=0.00181146


Tree=2347
num_leaves=13
num_cat=0
split_feature=484 151 1 49 474 1 42 15 15 13 43 2
split_gain=5.27684e-05 6.96291e-05 9.60745e-05 0.000145091 0.000158962 0.000139291 0.000122205 0.000167042 0.000183147 0.000136297 0.000175161 8.10621e-05
threshold=-0.0043499999999999988 0.087190000000000017 0.12730000000000002 -0.085974999999999982 0.084655000000000022 0.11167500000000001 -1.0000000180025095e-35 -0.021529999999999997 -0.095799999999999982 -0.09547499999999999 -0.083899999999999988 0.089710000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 11 -9 -11 -8
right_child=1 -3 -4 4 -6 -7 7 9 -10 10 -12 -13
leaf_value=-0.0015077805589217212 -0.0026922607828889274 0.0020458434437128528 0.001637133938647971 -0.0017122131276890561 0.0027413387377423996 -0.0023309299996801189 -0.00089526112137539829 0.0011093236318585815 0.0035633835166932601 0.00082889037840878411 -0.0031291214605080266 0.001870631270271844
leaf_weight=0.0012766451640775283 0.0012670747381955888 0.0010035140264722025 0.0018013505070096835 0.0018350420991858534 0.0011293073539526697 0.0016155106654747115 0.0014539109342479595 0.0017323970439379081 0.0016133379481156939 0.0010497447778267397 0.0017020285666691183 0.0010668212576045444
leaf_count=612 139 124 305 859 250 184 97 112 309 129 685 105
internal_value=0 9.77402e-05 -2.24421e-05 -0.000229109 7.36378e-06 -0.000248461 7.33756e-05 0.000453573 0.0015585 -0.000565086 -0.00161922 0.000275317
internal_weight=0 0.01727 0.0162665 0.0144652 0.0131981 0.0120688 0.0104533 0.00861824 0.00413407 0.00448417 0.00275177 0.00252073
internal_count=3910 3298 3174 2869 2730 2480 2296 1437 511 926 814 202
is_linear=0
shrinkage=0.0076204


Tree=2348
num_leaves=14
num_cat=0
split_feature=1 43 39 48 2 3 52 0 4 4 13 15 15
split_gain=4.96836e-05 0.000134739 0.000120155 0.000107473 0.000198637 0.000136865 0.0001741 0.000145921 9.24682e-05 0.000142098 8.867e-05 0.00011035 9.067e-05
threshold=0.087545000000000026 -0.24333999999999997 0.005105000000000001 0.11930500000000001 0.11542500000000001 -0.074234999999999982 -0.074484999999999982 -0.15137999999999999 -0.15333499999999997 -0.49837999999999999 -0.084084999999999979 0.083935000000000023 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 -7 -8 9 -1 -10 12 -12
right_child=1 2 -4 -5 -6 6 7 -9 10 -11 11 -13 -14
leaf_value=-0.0015838657157198788 -0.0028597228027957321 0.0021030213588783984 0.0033984365567925846 -0.0023870893538735461 0.0045456121415391173 -0.0042588420154130065 0.0028299795708272932 -0.0015627020260027215 -0.0031852619448078431 0.0028851494816170267 -3.9645984469836249e-05 0.0013753374848598033 -0.0038333043168031862
leaf_weight=0.0011486676563067233 0.0010150182284327019 0.0019955195081899583 0.0013422990998833472 0.0011198485810894887 0.0010624262541126563 0.0010433297707314049 0.0011687459161944247 0.0016199163107161688 0.0015566894326047688 0.0014388210289342238 0.0011783682471325314 0.0016243287128872123 0.0010876478189840036
leaf_count=85 61 565 347 89 189 109 67 191 699 97 261 685 465
internal_value=0 0.000419073 0.000774933 0.00033528 0.000777758 9.08319e-05 -0.000957021 0.000278299 -0.000573598 0.000901213 -0.00127417 -0.000509467 -0.00186054
internal_weight=0 0.0103671 0.00935209 0.00800979 0.00688994 0.00582751 0.00383199 0.00278866 0.00803452 0.00258749 0.00544703 0.00389034 0.00226602
internal_count=3910 1618 1557 1210 1121 932 367 258 2292 182 2110 1411 726
is_linear=0
shrinkage=0.00947501


Tree=2349
num_leaves=19
num_cat=0
split_feature=1213 14 1374 11 453 4 151 1 160 0 16 43 15 12 52 0 16 16
split_gain=0.000402458 0.000334127 0.00014374 0.000157008 0.000134803 0.000236651 0.000195782 0.000208687 0.000180322 0.000199359 0.000198891 0.000229318 0.000163813 0.000264248 0.000162306 0.000340586 0.000225024 0.000158619
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 0.28937500000000005 -0.039414999999999999 0.085990000000000011 -0.092169999999999988 0.18055000000000002 0.15737500000000001 -0.074254999999999988 -0.10469999999999999 0.092365000000000017 0.089525000000000007 -0.10071499999999999 -0.057604999999999996 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -8 10 12 -12 -10 14 15 16 -14 -17
right_child=1 -3 3 -5 -6 -7 8 -9 9 -11 11 -13 13 -15 -16 17 -18 -19
leaf_value=-0.00097188939802978045 -0.00048141869599686485 -0.00088596228764103806 -4.6009672591695066e-05 -0.00049146427965825992 -0.00041197945196967065 0.00071386632080980565 -0.00057502753223557482 0.00090148713948973462 -0.00030125529006165758 0.00076593006981814601 0.00010461296739771792 -0.00077877194812696728 0.00019075268354321528 -0.00031056265367352092 0.00087783983203079468 0.00024569125083890171 0.0011377331895710626 -0.00059952725896955943
leaf_weight=0.0010988969523021549 0.0011868295694075206 0.0010007668093678984 0.0010108053565311614 0.0011254101413165065 0.0011398504853487026 0.0017932283698477462 0.0011701865673552853 0.0014851012489673215 0.0017883414259310766 0.0010229135841139944 0.0015406125074620136 0.0015011709753296612 0.0013286648196171313 0.0017784549450836594 0.0013854165566107302 0.0010989924456357501 0.0012696216674150636 0.0012036848938916218
leaf_count=592 66 122 222 125 96 351 368 212 175 19 185 206 54 386 128 175 37 391
internal_value=0 2.37441e-05 6.36229e-05 9.35119e-05 0.000125599 0.000157222 0.000100455 0.000517765 3.14223e-05 8.24114e-05 2.81902e-05 -0.000331352 0.000139185 0.00023685 0.000391717 0.000254299 0.000653483 -0.000196132
internal_weight=0 0.0238301 0.0228293 0.0216425 0.020517 0.0193772 0.017584 0.00249591 0.0150881 0.0139179 0.012895 0.00304178 0.00985318 0.00806484 0.00628638 0.00490096 0.00259829 0.00230268
internal_count=3910 3318 3196 3130 3005 2909 2558 434 2124 1756 1737 391 1346 1171 785 657 91 566
is_linear=0
shrinkage=0.00160853


Tree=2350
num_leaves=22
num_cat=0
split_feature=1213 14 1374 11 1 403 4 47 0 15 42 13 16 3 3 39 50 0 2 48 0
split_gain=0.000562982 0.000521429 0.000201168 0.000182137 0.000173624 0.000426899 0.000298737 0.000298877 0.000278402 0.0003096 0.000273744 0.000248756 0.000229375 0.000223165 0.000196712 0.000246174 0.000187191 0.000217037 0.000474423 0.000365746 4.65082e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 0.03138500000000001 -0.23071499999999998 0.09252500000000001 0.18055000000000002 0.084955000000000017 0.085330000000000003 -0.0101 0.20277000000000003 -0.08323499999999999 -0.074234999999999982 0.084835000000000008 0.083215000000000011 -0.15137999999999999 0.081110000000000015 0.084500000000000006 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -6 16 9 10 11 12 -4 -11 -9 20 17 19 -19 -8 -16
right_child=1 -3 3 -5 5 -7 7 14 -10 13 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=-0.0010633928035790551 -0.00052163133193072091 -0.0011219663808723162 0.00053784453592131199 -0.00047764731802685479 -0.00060748890563575519 0.001229766965958397 0.00081702573418615944 0.00050235361235854254 0.00071008068347871468 -0.00017969594149058271 -0.0010283179522444089 -0.00077389945566450568 -0.00044898275564748572 0.00076521651057832418 -0.00087247166353242669 0.00034923873285524907 -0.0001419317443751447 0.00023815852375226899 0.0014996014059305729 -0.00024695030414919526 -0.00038589695568651348
leaf_weight=0.0013033593934128262 0.0013941084830637598 0.0010006135986592854 0.0015280635612768892 0.0013053455574734132 0.0011790917907945628 0.0011335711251280181 0.0016928645944673413 0.0011090267431044243 0.0011960527923768893 0.0012983064334054911 0.0012972443212930229 0.0012006525571393086 0.0010837186459730086 0.0013965625872755516 0.0010301537854600085 0.001049187931902857 0.0012312860160000189 0.0016232942616659649 0.0015874175126536737 0.0017885910320387666 0.0010865257003660487
leaf_count=592 66 119 333 125 168 72 110 114 22 218 378 279 28 247 56 46 227 335 270 55 50
internal_value=0 4.04387e-05 8.48138e-05 0.000118881 0.000152 0.00026304 0.000181122 0.000257349 -2.70213e-05 -0.000139983 -0.000377299 -0.000155778 0.000128376 0.000309986 -9.22891e-05 -0.000300597 0.000445987 0.000554158 0.000861832 0.00027041 -0.000622705
internal_weight=0 0.0272117 0.0262111 0.024817 0.0235116 0.014511 0.0133774 0.0121983 0.0090006 0.00780455 0.00510968 0.00381243 0.00261178 0.00269487 0.00427489 0.00316587 0.00792345 0.00669217 0.00321071 0.00348146 0.00211668
internal_count=3910 3318 3199 3133 3008 1503 1431 1263 1505 1483 1018 640 361 465 266 152 997 770 605 165 106
is_linear=0
shrinkage=0.0016407


Tree=2351
num_leaves=20
num_cat=0
split_feature=1213 14 157 14 124 40 48 3 133 160 160 3 0 160 16 16 16 4 1
split_gain=0.000378494 0.000300658 0.000188312 0.000162169 0.000215838 0.000272688 0.000315235 0.000276076 0.000238393 0.000211499 0.000225825 0.00021823 0.000339598 0.000276124 0.00025763 0.000502162 0.000196027 0.000138019 0.000127871
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.077044999999999988 -0.13131999999999996 -0.048219999999999992 -0.062739999999999976 0.12649500000000002 0.10420500000000001 -0.087584999999999982 -1.0000000180025095e-35 0.10150000000000002 -0.074234999999999982 -0.10071499999999999 0.031805000000000007 0.24895000000000003 -0.078844999999999985 0.20277000000000003 0.05309500000000001 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7 -10 11 13 17 14 15 18 -9 -13 -11
right_child=1 -3 3 4 5 6 -8 16 9 10 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00099626580884762893 0.00057713149352311478 -0.0008683225344031639 -0.00049667207075673812 0.00072208533981699781 -0.00072336233695379317 0.00057783323970719033 -0.00083349642676326522 0.00091821527504002526 -0.00072405836011658247 -6.2450014813584428e-05 -0.00072844590833005373 -0.00027902429223386916 -0.00102769305839794 0.00095015408388531724 0.00083800678553221173 -0.00099003233615006054 6.1172541517282799e-06 0.00048982070491383355 0.00072498341626686929
leaf_weight=0.001070527458199153 0.0018113251491994322 0.0010223771384834509 0.0016036048787819923 0.0012772283406948344 0.0013165619078109409 0.0018730174184145099 0.0010271323515352862 0.0018519240743500856 0.0012218332238483004 0.0011370340643920523 0.0010427581806758133 0.0013435528320506762 0.0010597427896935326 0.0013673563830368662 0.0010090230237957548 0.0012188639281375808 0.0010252579564173914 0.0012739463680730978 0.0011738203910420381
leaf_count=592 438 125 133 240 126 309 84 162 556 238 163 38 131 87 140 208 39 17 84
internal_value=0 2.01892e-05 5.86251e-05 1.55881e-05 5.62162e-05 1.13173e-05 6.6196e-05 0.000121871 2.30375e-05 -6.46691e-05 1.11502e-05 9.16253e-05 -0.000228424 0.000290893 9.22824e-05 -0.000120894 0.000593197 9.51754e-05 0.000337534
internal_weight=0 0.0246564 0.023634 0.0218227 0.0202191 0.0189418 0.0176253 0.0165981 0.0137209 0.0118479 0.0106261 0.00958334 0.00367724 0.0059061 0.00453874 0.00352972 0.00287718 0.0026175 0.00231085
internal_count=3910 3318 3193 2755 2622 2382 2256 2172 1971 1662 1106 943 186 757 670 530 201 55 322
is_linear=0
shrinkage=0.00167351


Tree=2352
num_leaves=22
num_cat=0
split_feature=14 1213 0 4 13 15 453 49 51 4 48 151 15 16 43 4 15 4 2 4 1
split_gain=0.000498323 0.000354725 0.000153998 0.000292028 0.000248796 0.000203141 0.000175987 0.000175571 0.000175868 0.000282053 0.000160995 0.000202919 0.000197526 0.000230653 0.000202778 0.000219702 0.000194207 0.000148598 0.000137712 0.000122838 5.24353e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 0.18055000000000002 -0.49269499999999994 -0.091229999999999992 -0.089594999999999994 1.0000000180025095e-35 0.13906000000000002 0.12190000000000002 0.28937500000000005 0.095090000000000022 0.056555000000000001 0.088615000000000013 -0.19424999999999998 -0.075819999999999985 -0.0025899999999999994 -0.017214999999999998 0.05309500000000001 0.10796500000000002 -0.08266999999999998 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 18 7 8 9 10 11 12 13 -6 16 19 -15 -17 -5 -16 -7
right_child=-2 2 -4 4 6 20 -8 -9 -10 -11 -12 -13 -14 14 15 17 -18 -19 -20 -21 -22
leaf_value=-0.00096963723963268444 -0.0012495782887810899 -0.00088632799361905218 0.00068635271910021036 -0.00041579934485403704 -0.00062008585445502403 0.00056309387382263054 -0.00069865740296061549 0.00071884049607021322 -0.00067166716731707613 0.00075967912706846206 0.00059291123951631249 -0.00082950890868116608 -0.00071356365143846053 -0.00075721849410571374 0.00033292235031524793 -0.0004067156217311513 0.00021480242436747025 0.00040792746402948371 0.0004731611064332055 0.0011659408288619052 0.0010712113685388564
leaf_weight=0.0010781492913189269 0.0010014252871250592 0.0010283119307946077 0.0012195951843842054 0.001079831580308362 0.0013641060331153988 0.0016090368725068535 0.0011192338869812071 0.0010871029856391731 0.0012026653596715351 0.0015151741245688294 0.0011140735576597597 0.0011278381473883168 0.0011991551114878827 0.0011972174196608334 0.0010136404832469803 0.0012567183966184668 0.0014139480657885109 0.00161218542399999 0.0011193784395602917 0.0012429358079380504 0.0010642077891107604
leaf_count=576 135 171 44 114 75 94 83 108 145 238 135 71 489 432 168 129 263 84 105 139 112
internal_value=0 2.74103e-05 7.11324e-05 3.90218e-05 8.16187e-05 0.000436471 -1.73737e-05 2.92726e-05 -1.98524e-05 3.59145e-05 -5.15233e-05 -0.000114348 -3.60383e-05 5.32354e-05 0.000171954 0.000377171 -0.000230868 5.10745e-05 3.66737e-05 0.000791754 0.000765373
internal_weight=0 0.0256645 0.0245864 0.0233668 0.0223384 0.00487245 0.017466 0.0163468 0.0152597 0.014057 0.0125418 0.0114277 0.0102999 0.00910075 0.00773665 0.00512548 0.00261117 0.0028689 0.00219921 0.00225658 0.00267324
internal_count=3910 3775 3199 3155 2984 425 2559 2476 2368 2223 1985 1850 1779 1290 1215 520 695 213 219 307 206
is_linear=0
shrinkage=0.00177594


Tree=2353
num_leaves=22
num_cat=0
split_feature=1213 484 39 13 132 484 2 1 2 15 52 16 151 52 2 2 16 3 16 16 12
split_gain=0.000378179 0.000143665 0.000173438 0.00014956 0.000271633 0.00016477 0.00015222 0.000240958 0.000223104 0.000193743 0.000181536 0.000183047 0.000198222 0.000201863 0.000139914 0.000142017 0.000103311 9.97163e-05 9.79002e-05 6.55766e-05 5.56753e-05
threshold=-1.0000000180025095e-35 -0.0043499999999999988 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 0.091130000000000017 0.096750000000000017 0.10113500000000002 0.092175000000000021 -0.074174999999999977 -0.27466499999999994 -0.0060199999999999993 -0.024429999999999997 -0.031409999999999993 0.097940000000000013 0.11085000000000002 -0.15168999999999996 -0.080614999999999978 -0.083144999999999983 0.070590000000000014 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 14 5 6 8 17 10 -9 -5 12 -12 -14 16 -16 -4 -8 20 -13 -15
right_child=1 2 3 4 -6 -7 7 9 -10 -11 11 19 13 18 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00089495052550426959 -0.00039932423650280313 -0.00053164852549573754 0.00038730262052032828 -0.00055275510458179845 0.00068393191875978704 -0.00062350191195413628 -0.00027150732134359002 0.00051661679203119292 0.00077568007963049388 -0.00034925852987535775 0.00057704975221563456 0.00076769908646847685 -0.00074087702143421359 -3.9942776718950731e-05 0.0010070907613815864 0.00026994223177759566 -0.0002858248237330566 -0.00093128922027153893 -0.0003035823410926436 0.00023203616068184394 0.00044855649003610232
leaf_weight=0.0010734371948674095 0.0017059220372806971 0.0010933614083680271 0.0010210813245013217 0.0010671168049571893 0.0013070496538842178 0.001023275621266675 0.0010610717339868195 0.0012494043573000463 0.0010399292055205409 0.0011312765970534211 0.0010161647624216067 0.0010348307121036612 0.0010656525152804835 0.0010301689578700885 0.0010219719607356126 0.0014558427050119643 0.001075739772668889 0.0010442006041870159 0.0013764480434255155 0.001065927753126944 0.0011175086782055921
leaf_count=592 585 78 91 96 206 222 112 136 124 147 148 137 64 196 37 155 117 205 273 69 120
internal_value=0 2.4626e-05 5.70606e-05 8.74158e-05 2.06503e-05 -3.59276e-05 6.1188e-06 -0.000225189 0.000111852 0.000105161 3.31704e-05 0.000114301 -2.86994e-05 -0.000162811 0.000330126 0.000573978 4.19656e-05 -0.000598755 1.19895e-05 0.000495903 0.00021424
internal_weight=0 0.0240039 0.022298 0.0212047 0.01663 0.015323 0.0142997 0.00448595 0.00981375 0.00238068 0.00877382 0.0077067 0.00560594 0.00458978 0.00457464 0.00247781 0.00209682 0.00210527 0.00352413 0.00210076 0.00214768
internal_count=3910 3318 2733 2655 2255 2049 1827 600 1227 283 1103 1007 801 653 400 192 208 317 589 206 316
is_linear=0
shrinkage=0.00151575


Tree=2354
num_leaves=15
num_cat=0
split_feature=11 3 1 43 42 3 156 1 4 13 52 1 13 3
split_gain=5.20307e-05 8.25701e-05 8.63987e-05 6.96807e-05 0.000107929 9.70885e-05 8.65142e-05 0.000108475 0.000120781 0.000113587 0.000145823 9.04238e-05 8.75912e-05 8.01731e-05
threshold=0.08184000000000001 -0.10628499999999998 0.076710000000000014 -0.24333999999999997 -0.088669999999999985 -0.078884999999999997 0.087205000000000019 0.085990000000000011 0.053925000000000008 -0.00059999999999999995 -0.069134999999999988 0.092550000000000007 -0.05461499999999999 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 13 9 -9 -11 -12 -10 -7
right_child=-2 3 -4 4 5 6 -8 8 12 10 11 -13 -14 -15
leaf_value=0.0002057313673962546 -0.0020271081314867496 -0.0026114016659182352 0.0039532477504673428 0.0029285601985155462 -0.002300191548430293 -0.0027191394221819749 -0.0026426932396088091 0.0047218687334348213 0.0013350217505739045 -0.0018199685379175299 0.0047770104070442593 0.00073311375245027979 -0.0024267022945471482 0.000814852920616381
leaf_weight=0.0014698744847451125 0.0012231118446459277 0.0010922882211875521 0.0010782547799517411 0.0011850377067480168 0.001963972503628216 0.0016106855416934684 0.0010296995664740476 0.0011880156754335864 0.0011597290236630481 0.0011405401245192515 0.0010352662700370257 0.0012152929626761955 0.0013593546638435159 0.0010870363231365587
leaf_count=138 224 91 160 334 1351 490 209 342 221 65 37 57 161 30
internal_value=0 0.000117531 0.00179151 -0.000165575 2.55967e-05 -0.000243381 0.000129763 0.00042119 0.00107349 0.00204632 0.00110899 0.00259332 -0.00069489 -0.00129513
internal_weight=0 0.017615 0.00254813 0.0150669 0.0139746 0.0127896 0.0108256 0.00979592 0.0070982 0.00457912 0.0033911 0.00225056 0.00251908 0.00269772
internal_count=3910 3686 298 3388 3297 2963 1612 1403 883 501 159 94 382 520
is_linear=0
shrinkage=0.010055


Tree=2355
num_leaves=22
num_cat=0
split_feature=1213 1456 453 11 4 0 403 42 0 12 151 13 160 3 43 15 13 3 0 49 1
split_gain=0.000442145 0.000297644 0.000339098 0.000256674 0.000319181 0.000199769 0.000277533 0.000223126 0.000358348 0.000223814 0.00021784 0.000193435 0.000170693 0.000161742 0.000286165 0.000360616 0.000225295 0.000207477 0.000317166 0.000275776 0.000117472
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.18055000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.045139999999999993 0.10595000000000002 0.087190000000000017 -0.012339999999999999 -1.0000000180025095e-35 -0.080884999999999985 -0.074254999999999988 -0.10312999999999999 -0.083514999999999992 0.13772500000000001 -0.10071499999999999 -0.006494999999999999 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 10 13 -8 -6 16 -15 -16 -9 18 19 20 -17
right_child=1 2 -4 -5 12 -7 11 9 -10 -11 -12 -13 -14 14 15 17 -18 -19 -20 -21 -22
leaf_value=-0.00092715149523521425 -0.00074001965583980224 -0.001037206355345079 -0.00073336775662955921 -0.00057319232677675381 0.00025986660361752937 0.00068358135053740764 0.00099901495780846308 0.0001226347899482882 0.00013069267151936072 -0.00065011244040927535 0.00069746360745237958 0.0001590942554889743 0.0011208009957556304 0.00065239442636828729 -0.00079512361802970425 0.00019489920349987521 -0.0007484397687525107 0.00066318385682737546 -0.00057652151305866563 0.00063552998205127853 -0.00051556715358539059
leaf_weight=0.0011774823243564372 0.0011287990626865632 0.0012188553880275801 0.0011947408993622224 0.0012584922714316609 0.0010569146080216807 0.0011652818330820094 0.0010565173576322362 0.0014124433759066385 0.0011957645315766553 0.0010135076478992597 0.001227277990675347 0.0015603205466988004 0.0010594567457066556 0.0018719408995042522 0.0011407425330948176 0.0010896798696222731 0.0013194298955454481 0.0013281819970731856 0.0015904156621281444 0.0019389629748731655 0.0010498240263903114
leaf_count=592 332 521 91 141 119 28 81 317 33 92 87 127 250 298 67 30 281 69 284 43 27
internal_value=0 2.17984e-05 5.51957e-05 9.35654e-05 0.000129586 7.34999e-05 3.79787e-05 -3.12475e-05 -0.000458841 3.76651e-05 8.75665e-05 0.000498202 0.000690851 2.88209e-05 0.000118037 -4.88083e-06 -0.000298074 0.000123954 -2.38438e-06 0.000221503 -0.000153716
internal_weight=0 0.0268776 0.0257488 0.024554 0.0232955 0.0211791 0.0200139 0.017397 0.00241462 0.0149824 0.0139689 0.00261684 0.00211637 0.0127416 0.0100097 0.00813781 0.00273187 0.00699706 0.00566888 0.00407847 0.0021395
internal_count=3910 3318 2986 2895 2754 2385 2357 2149 554 1595 1503 208 369 1416 818 520 598 453 384 100 57
is_linear=0
shrinkage=0.00151575


Tree=2356
num_leaves=18
num_cat=0
split_feature=1213 14 1374 457 11 52 1 12 0 43 16 52 15 2 13 15 15
split_gain=0.000461508 0.000313616 0.000180262 0.00015217 0.000192735 0.000155055 0.000193501 0.000220814 0.000205217 0.00020273 0.000281214 0.000183571 0.000196237 0.000311036 0.000160639 0.000146118 0.000119033
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.094310000000000019 0.088315000000000018 -0.40083499999999994 0.10498500000000001 0.10129000000000001 -0.042499999999999989 -0.15648499999999999 0.15737500000000001 0.090300000000000005 -0.0063699999999999989 0.087995000000000004 -0.069884999999999989 -0.10071499999999999 -0.16430499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 9 14 -7 11 12 15 -14 -8 -11 -16
right_child=1 -3 3 -5 -6 6 8 -9 -10 10 -12 -13 13 -15 16 -17 -18
leaf_value=-0.00095336631965602591 -0.00048156520946082812 -0.00076907101149097448 -0.00040338014304484258 0.00065846054005592233 -0.00053257473657750468 0.00060891400415207094 0.00059016452038790064 -0.00057754383832369911 0.00096369273777845578 0.00024388425379865433 -0.00069442621438366582 -0.0003555333796397406 1.3682754008690842e-05 0.00084582011104934621 0.0003886079290040484 -0.00036380096364312396 -0.00020629917027207141
leaf_weight=0.0010904505220419849 0.0012377534897192169 0.001026405683603091 0.0012318391489929024 0.0010316144928095286 0.0010968073037346251 0.0015043324523071879 0.0017886363274871846 0.0011692977129577507 0.001036008116376142 0.0018058107642055354 0.0010746239210324684 0.0015503635609901145 0.0019702566800139619 0.001997599004298023 0.0012350647879105607 0.0016929484652329959 0.0018631109331761764
leaf_count=592 66 122 317 97 123 99 262 228 161 154 111 443 398 122 69 405 141
internal_value=0 3.4826e-05 7.02602e-05 0.000101239 7.38872e-05 0.00010728 0.00014094 3.79402e-05 0.000362932 0.000100004 2.41416e-05 0.000109779 0.000206396 0.000432619 0.00023557 -5.01571e-05 3.08561e-05
internal_weight=0 0.0243125 0.0232861 0.0220483 0.0210167 0.0199199 0.0186881 0.0127652 0.00592282 0.0115959 0.0100916 0.00901698 0.00746661 0.00396786 0.00488681 0.00349876 0.00309818
internal_count=3910 3318 3196 3130 3033 2910 2593 1960 633 1732 1633 1522 1079 520 472 559 210
is_linear=0
shrinkage=0.00148603


Tree=2357
num_leaves=14
num_cat=0
split_feature=4 0 43 2 2 52 52 160 15 4 0 403 3
split_gain=6.25841e-05 0.00013841 8.65933e-05 7.53673e-05 0.000132572 9.06539e-05 9.4634e-05 9.0446e-05 0.000114244 0.000160064 8.6356e-05 6.67634e-05 1.21979e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.24333999999999997 0.097940000000000013 0.10679500000000001 -0.062489999999999997 1.0000000180025095e-35 0.090735000000000024 -0.10312999999999999 0.05309500000000001 -0.089879999999999974 0.03138500000000001 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 -6 -7 8 -4 10 -10 -12 -3
right_child=1 12 3 4 5 6 -8 -9 9 -11 11 -13 -14
leaf_value=-0.0026185704604048707 -0.002746006708723821 0.0035598693947625063 -0.0031117433325274176 0.0041254932349176453 0.0025813123435302031 -0.0026055090604800092 0.001305000488345734 -0.0034191764362805953 -0.0024727084197654994 0.0029617233002626705 -0.00084920343175420225 0.0023739776883876444 0.0019152040693316084
leaf_weight=0.0010016322736470509 0.0014029449767611517 0.0010159332023458312 0.0012625795647514971 0.0012229643643306125 0.0012003685891265187 0.0016259835293433956 0.0012434164160829049 0.0011034210153935955 0.0018442815829037831 0.0019550888858803975 0.001809133456182571 0.001228592979181542 0.0010380809027606226
leaf_count=80 194 174 251 244 249 210 224 223 309 162 1239 198 153
internal_value=0 0.000122043 -0.000214716 3.02693e-05 0.00104483 0.00011909 -0.000910942 -0.000553208 -0.000162776 0.000381798 -0.00065138 0.000454396 0.00272867
internal_weight=0 0.0179528 0.0158988 0.0144958 0.00529273 0.00406977 0.0028694 0.0092031 0.00809968 0.0068371 0.00488201 0.00303773 0.00205401
internal_count=3910 3830 3503 3309 927 683 434 2382 2159 1908 1746 1437 327
is_linear=0
shrinkage=0.0106704


Tree=2358
num_leaves=20
num_cat=0
split_feature=14 1213 1374 47 47 16 43 13 474 12 16 160 42 4 4 4 1 3 484
split_gain=0.000407295 0.000401808 0.000150564 0.000169315 0.000325612 0.000215858 0.000377157 0.000458352 0.00026489 0.000243683 0.000232002 0.000211499 0.000208758 0.000241784 0.00015002 0.000110778 0.000146409 6.29425e-05 3.9342e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.094679999999999986 0.087850000000000025 0.09550500000000002 0.10994000000000002 -0.14085499999999998 -0.07409499999999998 0.080165000000000014 0.092365000000000017 -0.23935499999999996 -1.0000000180025095e-35 0.083725000000000008 0.0057500000000000008 -0.0058549999999999991 0.053925000000000008 0.11561500000000001 -0.080884999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 -7 -8 9 11 -11 18 13 14 -13 -6 -17 -14 -4
right_child=-2 2 3 4 15 6 7 -9 -10 10 -12 12 17 -15 -16 16 -18 -19 -20
leaf_value=-0.0009126816921604116 -0.00099425258491801544 -0.00046923747473742939 9.1296958456949754e-05 -0.00088062393891229467 0.00043940287870271755 0.00070096210139830031 5.9999667558100147e-05 -0.0011792098823469759 0.00093252174276566198 0.00014493482670678608 -0.00079626333838238111 0.00024809980371418201 0.00056606065128320387 0.00071564302717331922 -0.00048603342976214723 -0.00058218545441465969 0.00014684104147360993 0.0010740537573216697 -0.00034615132243554755
leaf_weight=0.0010875030660531587 0.0010140395374051417 0.0012347730126540659 0.0010137478531777018 0.0011775966794485273 0.0013020105543609939 0.0010018545563035275 0.0019582410651053928 0.0011953939980919861 0.0013478387175515855 0.0016955913497582742 0.0010575202479950205 0.0018923617939760511 0.0012046439931787667 0.0017668242449716746 0.0010915220427488458 0.0010613246717798841 0.0019324315875060734 0.001221776284414916 0.0010315286082923092
leaf_count=576 135 66 246 94 194 55 125 311 283 114 451 361 145 178 105 72 95 146 158
internal_value=0 2.50355e-05 6.71975e-05 9.60564e-05 -0.000145987 0.00017185 -0.000141948 -0.000409726 0.000269723 0.000195125 -0.000216597 0.000318034 0.000445519 0.000253308 -2.04504e-05 5.53986e-05 -0.000111608 0.000821851 -0.000129329
internal_weight=0 0.0252745 0.024187 0.0229522 0.00547336 0.0174788 0.00415549 0.00315364 0.0133234 0.0119755 0.00275311 0.0092224 0.00717713 0.00475071 0.00298388 0.00429577 0.00299376 0.00242642 0.00204528
internal_count=3910 3775 3199 3133 455 2678 491 436 2187 1904 565 1339 935 644 466 361 167 291 404
is_linear=0
shrinkage=0.00157699


Tree=2359
num_leaves=15
num_cat=0
split_feature=403 403 160 12 42 43 42 3 16 3 47 150 2 12
split_gain=6.46498e-05 8.10821e-05 9.6689e-05 0.000246828 0.000128832 0.000143783 0.000143271 0.000129247 0.000102559 0.000100937 0.000108705 0.000121401 9.70713e-05 3.25051e-05
threshold=0.096520000000000009 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.08221500000000001 -0.078669999999999976 -0.0072149999999999992 -0.01223 0.09550500000000002 0.10871000000000001 0.097940000000000013 0.088590000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 7 9 13 -1 -7 11 12 -11 -6
right_child=-2 -3 4 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0015991120528356471 -0.0024933978407937069 0.0024597777740297975 -0.0023080414006421235 -0.0053859688415020266 0.0022353361133839286 0.0034113003389036984 -0.0033970139791061065 0.0049392240365296151 0.0024269193825853246 -0.0032595723286995572 0.0029428020092776819 0.0022299465637138135 0.00010184596698793224 -0.00022441465742679661
leaf_weight=0.0014146111446030618 0.0010119248857060189 0.0013807298229230316 0.0016251503265334805 0.0011457485829846192 0.0010214120521815362 0.0010286787580055254 0.0011032880240056508 0.001293082901320834 0.001167791455908296 0.001759915563166117 0.0010259462586245105 0.0011016894931185073 0.0017149552596353 0.0011600463584625353
leaf_count=139 295 175 709 834 200 186 490 251 137 94 66 66 133 135
internal_value=0 0.000118782 -7.63764e-05 -0.0015018 0.000337691 0.000721285 -4.19936e-05 0.00242038 0.000221505 0.00051621 -1.53584e-05 -0.000678501 -0.00160061 0.000927301
internal_weight=0 0.017943 0.0165623 0.00372815 0.0128342 0.011209 0.00773447 0.00347454 0.0025824 0.00663119 0.00560251 0.00457656 0.00347487 0.00218146
internal_count=3910 3615 3440 1110 2330 1621 1035 586 276 545 359 293 227 335
is_linear=0
shrinkage=0.010055


Tree=2360
num_leaves=14
num_cat=0
split_feature=52 133 0 1 15 2 0 51 49 52 0 4 52
split_gain=5.33233e-05 9.6572e-05 9.21786e-05 9.82395e-05 0.000200116 8.0773e-05 0.000180102 0.000119678 0.000101394 0.000148322 9.77228e-05 5.49519e-05 6.70436e-05
threshold=-0.40083499999999994 0.10681500000000001 -0.060094999999999989 1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 -0.13506999999999997 0.08955500000000001 1.0000000180025095e-35 -0.0066199999999999991 -0.10131499999999999 -0.23071499999999998 0.095040000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 7 8 9 -7 -5 12 -4
right_child=1 -3 11 5 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0026017770384544545 -0.0050718875621243061 -0.0034741926136447336 -0.0014883870993845482 0.00077575099202507316 0.00099688220853499541 8.4177820110402146e-05 0.0053891125368462009 -0.0029204158380418694 -0.0018833564081481996 0.0057320566300407341 -0.0037582204771198979 0.0035842297167076299 0.0028547625544170833
leaf_weight=0.0011320896091145454 0.0015974267515426179 0.0010437990670985184 0.0010706088836382188 0.0016349165703647417 0.0016693103000398404 0.0016053492464530306 0.0012728810750922857 0.0013341409136258114 0.001071038592875273 0.0012366848540856443 0.0012681131656837622 0.0018015627066556737 0.0010652558489105957
leaf_count=401 749 518 123 73 590 98 160 102 100 149 524 275 48
internal_value=0 0.000142221 0.000369245 -0.000139106 -0.00197073 0.000495868 0.00125308 0.000249749 0.0013306 0.0025418 -0.0012048 0.0020076 0.000677745
internal_weight=0 0.0176711 0.0166273 0.0126899 0.00326674 0.00942312 0.00652009 0.00524721 0.00391307 0.00284203 0.00290303 0.00393743 0.00213586
internal_count=3910 3509 2991 2545 1339 1206 609 449 347 247 597 446 171
is_linear=0
shrinkage=0.0122569


Tree=2361
num_leaves=19
num_cat=0
split_feature=1213 14 13 52 132 52 39 50 4 47 157 52 15 12 160 13 2 0
split_gain=0.000389896 0.000298526 0.000177686 0.000230523 0.000199353 0.000223424 0.000244634 0.000271924 0.000213069 0.00024372 0.000189033 0.000159471 0.000262251 0.00014308 0.000188709 0.000122885 0.000109394 7.98678e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.091229999999999992 0.090640000000000012 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.086465000000000014 -0.23071499999999998 0.096175000000000024 -0.063554999999999987 0.14114500000000005 -0.10312999999999999 0.089995000000000006 0.087825000000000014 -0.123625 0.10325000000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -4 7 8 -7 10 -10 12 -12 14 17 16 -2 -14
right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00093212143361703025 -3.395229048557114e-05 -0.00079088023950224864 -0.00060673096531011069 -0.00019748606949540609 0.00057903086604805317 -0.0005000760626219428 0.00074019749035946511 -0.00069985405201004175 0.00079413884458497651 -0.00056964458500549046 -0.0006535946586258255 0.00066637294214866489 0.00072528553690123549 -0.00035878151070760112 -0.00018209574954537744 0.00096785667852816964 0.00063038160732762543 0.0002504955810242915
leaf_weight=0.0010462097610335749 0.0010376303994978336 0.001006400291159496 0.0015614492670323046 0.0014195158549763498 0.0012970717736571274 0.0015874691062378295 0.0010164677120550443 0.00136738864850565 0.0010930954927618553 0.0011319111958633674 0.001139245401261633 0.0010706165696684339 0.0015691367112951047 0.0010650514331004453 0.001546603504878008 0.0011041290005608323 0.0013810748395720156 0.0018399100496940852
leaf_count=592 84 125 353 119 245 89 291 428 160 128 120 161 62 283 90 93 151 336
internal_value=0 3.27224e-05 7.00125e-05 0.000328524 -3.90256e-06 -5.11937e-05 8.93315e-06 -4.64944e-05 2.76893e-05 0.00010782 0.000190065 0.000109839 2.66212e-05 0.000155333 0.000265824 0.000540478 0.000345381 0.000469035
internal_weight=0 0.0232342 0.0222278 0.00494235 0.0172854 0.0159883 0.0144269 0.0134104 0.012043 0.0104556 0.00932366 0.00823056 0.00715995 0.0060207 0.00495565 0.00352283 0.00241871 0.00340905
internal_count=3910 3318 3193 447 2746 2501 2148 1857 1429 1340 1212 1052 891 771 488 328 235 398
is_linear=0
shrinkage=0.00154607


Tree=2362
num_leaves=14
num_cat=0
split_feature=48 1 15 16 2 42 133 160 49 3 15 4 12
split_gain=5.36991e-05 8.12321e-05 0.000132399 0.00015485 0.000113529 9.28104e-05 0.000130258 0.00010676 8.58748e-05 0.000179592 9.9361e-05 9.3398e-05 8.97866e-05
threshold=-0.081799999999999984 0.10398500000000001 -0.017214999999999998 -0.062279999999999995 0.11462500000000002 0.092145000000000019 0.065880000000000008 0.084100000000000022 -0.076864999999999975 -0.078884999999999997 -0.095799999999999982 -0.060264999999999992 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 8 -8 -2 12 -11 -12 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 10 11 -13 -14
leaf_value=-0.0020405118548022117 -0.0031362411063270562 -0.00025104478540492785 0.0033284240150851618 -0.0017717312987287912 0.0035064264105365778 -0.0024521811803517039 0.00027847140205174804 0.0039185012322112429 -0.00052773732251002511 -0.00080892218350631518 0.0004182432306062922 0.0040484094271298916 -0.004323949138162796
leaf_weight=0.0010269440808399191 0.0010155225014242819 0.0013428965474429526 0.0014761768841744446 0.0019295612530055807 0.0013249030124795934 0.0015072112332154197 0.0018297654579638072 0.0010527823678923298 0.0010066159060915045 0.0018038239570771358 0.0013286751620050774 0.0010542108274473718 0.0010618031658306479
leaf_count=128 101 182 186 248 233 585 645 165 358 148 150 167 614
internal_value=0 0.000101457 0.000955494 0.000193564 0.00161502 -0.000343383 -3.03388e-05 0.00160791 -0.000679843 -0.000281046 0.000803598 0.00202426 -0.00247649
internal_weight=0 0.0177339 0.00607354 0.00459736 0.0026678 0.0116604 0.0101532 0.00288255 0.00727065 0.00625513 0.00418671 0.00238289 0.00206842
internal_count=3910 3782 849 663 415 2933 2348 810 1538 1437 465 317 972
is_linear=0
shrinkage=0.00910708


Tree=2363
num_leaves=20
num_cat=0
split_feature=1213 14 1374 47 47 157 13 52 151 43 16 52 3 52 151 4 1 4 13
split_gain=0.000407522 0.000349206 0.000191991 0.000160457 0.000212153 0.000202509 0.000171619 0.000269202 0.000243818 0.000205868 0.000338425 0.000391947 0.000236837 0.000188507 0.00013901 0.000131333 0.000152653 0.000126993 8.09549e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.087850000000000025 0.09550500000000002 -0.077534999999999979 -0.091229999999999992 0.10062000000000001 -0.024429999999999997 -0.15426499999999996 -0.083144999999999983 -0.090304999999999983 -0.040669999999999991 0.089525000000000007 -0.083919999999999981 0.053925000000000008 0.11561500000000001 -0.083329999999999987 -0.123625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 18 14 -10 13 -12 -13 17 -8 -6 -17 -11 -7
right_child=1 -3 3 4 15 6 8 -9 9 10 11 12 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.00097589940043290105 -0.00054465842590880058 -0.00090280572054456869 0.00070699464337562043 -0.00077594454920046189 0.00045044566127696483 0.00047539962056282795 0.00012660658997940669 -0.00021932399824429403 0.00037033946956905396 0.0002980479455450952 0.00017200135876742015 -0.0015565881122649305 -0.00050306285670786912 0.00064718994734414568 0.00087943291478818702 -0.00064792452531577918 0.0001064727988306007 -0.00044273650856072641 0.001056814822863197
leaf_weight=0.001103831593586734 0.0012720832642045812 0.0010101371275224444 0.0016688665704863307 0.0010946832432561903 0.0012738434261043707 0.0015815001934678559 0.0014690139032563325 0.0011943623910030121 0.0018273917157218813 0.0010035937129372341 0.0011137614647211682 0.0010405765848707769 0.0011761035826744043 0.001134775985838693 0.0011172912233020837 0.0010857850251179135 0.0019233455906217641 0.0014843391366102555 0.0010187682396554194
leaf_count=592 66 125 359 94 194 174 182 88 161 81 302 607 92 130 122 72 95 298 76
internal_value=0 2.3239e-05 6.30784e-05 9.78898e-05 -0.000143992 0.000175176 0.000116637 0.000412831 1.77581e-05 -0.000110098 -0.000236364 -0.000606477 -0.000997619 0.00010389 0.00045183 1.75286e-05 -0.000165736 -0.000143915 0.000703194
internal_weight=0 0.0244902 0.0234801 0.022208 0.00537766 0.0168303 0.0151615 0.00379463 0.0113668 0.00878054 0.00695315 0.00333044 0.00221668 0.00362271 0.00258631 0.00428297 0.00300913 0.00248793 0.00260027
internal_count=3910 3318 3193 3127 455 2672 2313 338 1975 1671 1510 1001 699 509 304 361 167 379 250
is_linear=0
shrinkage=0.00160853


Tree=2364
num_leaves=24
num_cat=0
split_feature=1213 14 1456 453 13 11 124 3 42 15 0 0 2 13 43 52 52 0 13 15 15 4 16
split_gain=0.000583652 0.000462672 0.000357631 0.000299536 0.000265209 0.0002578 0.000268099 0.000247346 0.000306385 0.00022182 0.00028923 0.000272701 0.000246882 0.000224644 0.000227631 0.000181384 0.000230252 0.000205287 0.000175045 0.000150275 0.00020423 0.000125632 9.52219e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 -0.52445999999999982 0.088315000000000018 -0.048219999999999992 -0.15002999999999997 -0.11145999999999999 0.088190000000000004 -0.10131499999999999 -0.074514999999999984 0.094010000000000024 -0.073799999999999991 -0.074254999999999988 -0.081429999999999989 -0.07125999999999999 -0.230625 -0.082014999999999991 -0.096369999999999983 -0.10469999999999999 0.27020000000000005 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 10 15 18 22 -13 -15 -10 -17 -18 -12 20 21 -19 -11
right_child=1 -3 3 -5 5 -7 7 8 9 12 11 13 -14 14 -16 16 17 19 -20 -21 -22 -23 -24
leaf_value=-0.0011526535217286022 -0.00089515267672599878 -0.0011110735133133209 -0.00065947073026720651 -0.00071708730515164152 0.0010034931056812661 -0.00058711416665568363 0.00082230768954372603 -0.00070864226663889813 0.00092518485688430766 0.0012325713881604315 -0.00011171053066749188 0.00067557530000780547 -5.3834315617210135e-05 0.00033047901523211093 -0.00074951598479238964 -0.00054632735308368804 0.0010320907594184533 -0.00040179194781425539 -0.0010114347300251886 -0.00038575934891346534 0.00087738501427081679 0.00045499453819471212 0.00052636290000731764
leaf_weight=0.0013195078414065245 0.001101367828142053 0.001032908794641337 0.0011407476167655242 0.001239355499708549 0.001320815378845464 0.0011959221933215405 0.0017437018767817612 0.0012154074843555808 0.0012655990749759205 0.0012864260686398787 0.0011960741938981615 0.001405570423308633 0.0012104857150813664 0.0011972651416686103 0.0011695548749651261 0.0010401811412155126 0.0010688062811503585 0.0010674219812020214 0.0014504823854456202 0.001072104759198049 0.0013874893485148476 0.0010094490700633951 0.0010522277909170699
leaf_count=592 310 119 53 90 260 120 131 132 53 59 383 118 157 107 165 24 62 52 446 88 23 64 302
internal_value=0 3.24194e-05 7.64313e-05 0.000118012 0.000160263 0.000200302 0.000242799 0.000194583 0.000137259 0.000194763 9.82482e-05 -0.00017636 0.000584452 0.000124229 -0.000203196 0.000321062 0.000206009 0.000345622 -0.000604817 0.000183888 0.000360175 1.46433e-05 0.000914828
internal_weight=0 0.0278694 0.0268365 0.0257351 0.0244957 0.023355 0.0221591 0.0208382 0.0190945 0.0178791 0.01433 0.00641895 0.00354914 0.00377239 0.00236682 0.00791105 0.00664545 0.00560527 0.00264656 0.00453647 0.00346436 0.00207687 0.00233865
internal_count=3910 3318 3199 2889 2799 2746 2626 2366 2235 2103 1585 1219 518 390 272 366 313 289 829 227 139 116 361
is_linear=0
shrinkage=0.00174112


Tree=2365
num_leaves=15
num_cat=0
split_feature=48 4 0 3 39 3 52 0 403 12 12 2 43 3
split_gain=5.88812e-05 0.000100974 0.000110721 9.57332e-05 8.48629e-05 0.00010922 8.44769e-05 0.000102134 8.92417e-05 0.000150237 0.000217876 0.000136551 0.000113106 8.84134e-05
threshold=0.12675000000000003 0.28937500000000005 -0.23029999999999998 0.11265500000000002 0.097470000000000015 0.11476000000000001 0.11262000000000001 -0.14867499999999997 0.087440000000000004 0.086935000000000012 0.092150000000000024 0.084925000000000014 -0.00084499999999999994 -0.086439999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -4 9 11 -11 -9 -13 -12
right_child=-2 3 4 -5 -6 -7 -8 8 -10 10 13 12 -14 -15
leaf_value=0.0022688246700162409 -0.0020740716606784293 0.0040537321771683225 -0.0027820783467176124 3.1043264565283412e-05 -0.0028215174598925767 0.0020429275376777282 -0.0028255795974114276 -0.00022917643438033529 -0.0020701372521249178 -0.0044075617708362689 0.0026022093538977139 0.0013538111783836485 0.0054178606248857413 -0.001050343052627191
leaf_weight=0.0014910071981208929 0.0011297590054739617 0.0010280665181202527 0.0011940391558446133 0.0010139950709824415 0.001141005386143674 0.0016645904137051479 0.0012093067404938063 0.0018613292918234128 0.001374422362354244 0.00107843060509678 0.001071907706771791 0.0013580561403588719 0.001046098213543456 0.0012258113348504391
leaf_count=77 131 268 115 131 89 115 501 403 276 576 210 419 142 457
internal_value=0 0.000113024 -0.000139469 0.00205625 -0.000391896 -0.000180018 -0.000504054 -0.000229087 0.000109017 0.00050096 -0.000963063 0.00165974 0.00312216 0.000653607
internal_weight=0 0.0177581 0.015716 0.00204206 0.014225 0.013084 0.0114194 0.0102101 0.00901606 0.00764163 0.00337615 0.00426548 0.00240415 0.00229772
internal_count=3910 3779 3380 399 3303 3214 3099 2598 2483 2207 1243 964 561 667
is_linear=0
shrinkage=0.00928922


Tree=2366
num_leaves=23
num_cat=0
split_feature=14 1213 1456 11 133 130 12 3 123 124 159 49 4 1 151 4 0 3 47 0 12 16
split_gain=0.000419241 0.000284861 0.000252504 0.000232965 0.000205174 0.000453812 0.000343078 0.000273346 0.000243478 0.000334086 0.000253394 0.000293203 0.000310418 0.000260186 0.000204088 0.000317341 0.000283863 0.000262072 0.000268912 0.000226073 0.000212569 9.95969e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.085714999999999986 -0.0015749999999999998 0.086765000000000023 -0.15464999999999998 0.083745000000000014 -0.013479999999999999 0.10443500000000001 -0.014479999999999998 0.050655000000000006 0.087075000000000014 -0.051109999999999996 0.08734500000000002 -0.13506999999999997 -0.084014999999999992 0.09550500000000002 -0.11524 0.090385000000000007 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -7 9 -9 11 12 13 -11 -13 16 -16 -18 20 -17 -19 -15
right_child=-2 2 3 -5 5 7 -8 8 -10 10 -12 14 -14 21 15 19 17 18 -20 -21 -22 -23
leaf_value=-0.00075229167612576473 -0.00099151463192384028 -0.0007008060130411477 -0.00017552771398607369 -0.00057013213289108474 -0.00086958587489090048 0.00085360778754535775 0.00094663491123772299 -0.00080940051158183435 0.0007448511397977961 0.00055700102251702134 -0.00066791155617493627 -0.00031711358445976823 -0.0007952044444219543 -0.00065355425498334356 0.00084308799150643919 0.00036118689193088136 0.00063842090306345117 -0.000786627825591631 0.00051783041785437571 0.001293359551630441 6.4575706978864636e-05 4.7883321535208922e-05
leaf_weight=0.0011210528772313258 0.0010445536185001705 0.0010438969388404688 0.0010925412786111323 0.0012613017288038977 0.001201972590375174 0.0012130749569520287 0.0017837327470948405 0.0010979057261054628 0.0012816856731732154 0.0015628208261682644 0.0010309219167417968 0.0012155813253525742 0.0014296063421932043 0.0010002303139189372 0.0013155019030737175 0.0012637573727950491 0.0013050472105914836 0.0016778334196028187 0.0010325352926741083 0.0013257724803684978 0.0012909935900209946 0.0010135061244653798
leaf_count=576 135 310 144 123 202 102 259 70 253 97 150 218 111 41 45 52 219 262 60 72 341 68
internal_value=0 2.63085e-05 5.93207e-05 9.05652e-05 0.000125093 7.1611e-05 0.000520386 0.000128015 8.1305e-05 3.2879e-05 8.90463e-05 0.00013961 -0.000174088 7.41825e-05 0.000290221 0.000370368 0.000187328 2.47595e-05 -0.000175387 0.000838435 -0.000416482 -0.000300523
internal_weight=0 0.0275613 0.0264402 0.0253963 0.024135 0.0212587 0.00287627 0.0200568 0.0188437 0.017562 0.0164641 0.0154332 0.00500616 0.00357656 0.010427 0.00921144 0.00662191 0.00530641 0.00400136 0.00258953 0.00296883 0.00201374
internal_count=3910 3775 3199 2889 2766 2363 403 2161 2059 1806 1736 1586 317 206 1269 1051 927 882 663 124 603 109
is_linear=0
shrinkage=0.00157699


Tree=2367
num_leaves=23
num_cat=0
split_feature=1456 1213 11 43 4 3 13 1186 43 12 0 1 16 4 2 2 2 133 49 15 43 48
split_gain=0.000401704 0.000376876 0.000225508 0.000187336 0.000361497 0.000243968 0.000240831 0.000279653 0.000260681 0.000225669 0.000226004 0.000220527 0.000154849 0.000165721 0.000224745 0.000226325 0.000189563 0.000191508 0.000151572 0.000183492 0.000188333 4.99445e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.50992999999999988 -0.49837999999999999 -0.15464999999999998 -0.091229999999999992 0.083785000000000012 1.0000000180025095e-35 -0.051479999999999991 -0.084304999999999977 0.090475000000000014 -0.50909499999999996 -0.08422499999999998 0.11635500000000001 0.11203000000000002 0.091025000000000009 0.086895000000000014 -0.065249999999999989 -0.017214999999999998 -0.075819999999999985 0.088985000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 9 8 12 -7 11 -11 -8 -14 15 16 17 18 -15 20 -20 -18
right_child=1 2 -4 4 5 6 7 -9 -10 10 -12 -13 13 14 -16 -17 21 -19 19 -21 -22 -23
leaf_value=-0.00098714811941592244 -0.00088739726570820192 0.00077925393939812584 -0.00062098709664635805 -0.00077304524710410799 0.00088770357634914451 -0.00024822822374037662 -0.00054919078536581304 0.00079254792994487133 -0.00080069236146900662 -0.00023669966927879416 0.0011207781227646292 0.00081907695391718967 -0.0004487708680858619 -0.00055721998879779599 0.00083555293089669993 -0.00069006324806971037 0.00081408653911621033 0.00065467661506988205 -0.00073796636326573862 0.00055157098897232464 0.00011805621202213772 0.00030617212588770045
leaf_weight=0.0011167823748461222 0.001184783121539453 0.0010288307631327554 0.0012480276666579629 0.0013111320029203745 0.0010443926365782527 0.0010852106577334819 0.0013091609067480128 0.0010691268343831486 0.0012269009786928667 0.0011063898628798641 0.0013951181396605816 0.0010268462227248643 0.0016076818320542837 0.0015725166097019308 0.0010541356071157399 0.0010282281351367351 0.0010259256462634286 0.0010025340161255031 0.001069513499147294 0.0013056624443020933 0.001959279553243415 0.0010592074948346242
leaf_count=369 555 42 143 123 116 128 110 77 319 116 64 94 225 103 179 55 230 312 191 197 94 68
internal_value=0 1.72096e-05 5.91805e-05 9.41309e-05 6.38254e-05 0.000113819 7.51534e-05 -1.85672e-05 -7.5541e-05 0.000406068 0.000607309 0.000271505 -1.19639e-05 4.34822e-05 0.000114926 3.91358e-05 0.000122495 -8.3503e-06 -0.00012088 3.74224e-05 -0.000184219 0.000556076
internal_weight=0 0.0267206 0.0255358 0.0242878 0.023259 0.0219478 0.0209034 0.0162899 0.0152207 0.00461356 0.00352835 0.00213324 0.0139938 0.0126847 0.011077 0.0100229 0.00899464 0.00690951 0.00590697 0.00433446 0.00302879 0.00208513
internal_count=3910 3541 2986 2843 2801 2678 2562 2160 2083 402 274 210 1764 1654 1429 1250 1195 897 585 482 285 298
is_linear=0
shrinkage=0.0016407


Tree=2368
num_leaves=21
num_cat=0
split_feature=14 1213 1456 1374 453 0 1 15 2 12 2 16 47 0 0 43 13 1 0 16
split_gain=0.000505056 0.000357921 0.000262129 0.000239109 0.000252225 0.000270512 0.000214446 0.000251691 0.000317567 0.000259219 0.000220222 0.000291369 0.000194282 0.000142749 0.000393024 0.000197027 0.00023235 0.000140048 0.000139199 0.000104119
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.11235500000000002 -0.10312999999999999 0.094825000000000007 0.10129000000000001 0.10113500000000002 0.15737500000000001 0.084155000000000021 -0.10071499999999999 -0.084794999999999995 -0.083899999999999988 -0.070604999999999987 0.13837000000000002 -0.10303999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 10 13 -12 18 19 -15 -16 -17 -14 -8 -9
right_child=-2 2 3 4 -6 6 12 9 -10 -11 11 -13 17 14 15 16 -18 -19 -20 -21
leaf_value=-0.00088800350633199332 -0.0011487875844885618 -0.00075455748290734366 -0.00058589970899549097 0.0008580670991096208 -0.00065099409234170623 -0.0011225934658867078 0.0011108617618333378 0.00032362818521282827 0.00016823525626459893 -0.00053292616210735681 0.00023629359218784761 -0.00089182926360016103 -0.00018774794999723939 -0.00062116733180689798 0.00085477567299469047 0.00068833630470103622 -0.0002302248422962879 0.00058362264717913613 0.00030773161791098355 0.00099573142811990815
leaf_weight=0.0011442088336987349 0.0010632217366753202 0.0010383710937682524 0.0013298127996064215 0.0015436979711833587 0.0010659123993916877 0.0011092514006029912 0.0014044901819202787 0.0012820651909342118 0.0010288560418033055 0.0015136095588829468 0.0015931676401470122 0.0010730574323025155 0.0016603924381826118 0.0013087103961868518 0.001784221068057046 0.0013385331278217235 0.0018196897898910308 0.0010931905808475462 0.0010609553702257699 0.0013001770511511489
leaf_count=576 135 310 66 78 90 144 116 62 102 237 145 169 106 431 242 205 354 35 276 31
internal_value=0 2.75464e-05 6.8874e-05 0.000104046 0.000143972 0.00018264 0.000131455 3.06787e-05 -0.000501447 0.000118108 0.000203799 -0.000217734 0.000424018 0.000331033 0.000194301 0.000410229 0.000159084 0.000118491 0.000765251 0.000662037
internal_weight=0 0.0264924 0.0253482 0.0243098 0.02298 0.0219141 0.0203704 0.0151513 0.00213811 0.0130132 0.0114996 0.00266623 0.00521903 0.0088334 0.00625115 0.00494244 0.00315822 0.00275358 0.00246545 0.00258224
internal_count=3910 3775 3199 2889 2823 2733 2655 2122 246 1876 1639 314 533 1325 1232 801 559 141 392 93
is_linear=0
shrinkage=0.00167351


Tree=2369
num_leaves=20
num_cat=0
split_feature=14 1213 1374 150 403 1 12 52 15 15 43 0 4 15 0 2 16 13 13
split_gain=0.000356803 0.000344037 0.000161862 0.000148881 0.000197709 0.000241687 0.000193989 0.000168641 0.000173811 0.000199354 0.000254557 0.000375539 0.000245678 0.000284669 0.000354542 0.000243771 0.000341318 0.000110891 7.3152e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 -0.094679999999999986 0.084800000000000014 0.03138500000000001 1.0000000180025095e-35 0.088375000000000023 0.28122000000000008 -0.24219999999999997 -0.017214999999999998 -0.18906999999999999 -0.083934999999999996 -1.0000000180025095e-35 -0.10071499999999999 -0.10462499999999998 0.092450000000000018 0.15737500000000001 -0.069479999999999986 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -5 8 -4 12 -11 17 -10 14 18 -13 -17 -12 -14
right_child=-2 2 3 6 5 -7 -8 -9 9 10 11 15 13 -15 -16 16 -18 -19 -20
leaf_value=-0.00089572932528556124 -0.00095893877492765405 -0.00048638662820255047 0.00050056666117361643 0.00073250616639575347 6.8449337682178547e-05 0.0010921712570300798 -0.00015174381215839948 -0.00061077511898847026 0.00023829426144526491 0.00080543333289748598 0.00091270680339315604 -0.00098786886291043347 -0.00025568819329123188 -0.0010253965826905712 0.00061654337775155117 0.00069420998816672888 -0.00054682660259808779 0.00017097312252674143 -0.00087458054330225347
leaf_weight=0.001054710103178951 0.0010421252651570531 0.0013653741434582747 0.0018123592112410753 0.001990749689714552 0.0016178501799381231 0.0010073098386118029 0.0010050232917869356 0.0012185659037650459 0.0019900958315738539 0.0013082288285906031 0.0010801102356677236 0.0010542213107170772 0.0010508756358760252 0.0015472616606259267 0.0010410532920708815 0.0010002582786154957 0.0014780579921414017 0.0010902191647698487 0.0010065034749227042
leaf_count=576 138 66 247 281 171 69 89 306 434 58 175 415 51 286 45 138 141 137 87
internal_value=0 2.11142e-05 6.19779e-05 9.55548e-05 4.27407e-05 0.000461265 0.000435858 -2.31369e-05 2.31833e-05 -4.0215e-05 0.000152705 2.97001e-06 -0.000244046 -0.000450668 -0.000163667 -0.000327041 -4.59393e-05 0.000540113 -0.00055846
internal_weight=0 0.0247188 0.0236641 0.0222987 0.019303 0.00262516 0.00299577 0.0166778 0.0154592 0.0136469 0.0070111 0.00570287 0.00663579 0.00464569 0.00309843 0.00353254 0.00247832 0.00217033 0.00205738
internal_count=3910 3772 3196 3130 2760 240 370 2520 2214 1967 1064 1006 903 469 183 694 279 312 138
is_linear=0
shrinkage=0.0016407


Tree=2370
num_leaves=16
num_cat=0
split_feature=48 4 133 4 40 151 150 3 2 0 3 3 3 12 16
split_gain=6.3349e-05 7.1426e-05 0.000122014 0.000204327 0.000146103 0.000120347 0.000176684 0.000113028 0.000200943 0.00017197 0.000153972 0.000152169 0.00011969 6.24404e-05 3.77295e-05
threshold=-0.083299999999999999 -0.51381999999999983 0.065880000000000008 -0.084009999999999987 -0.055059999999999991 0.056555000000000001 0.091630000000000003 -0.078884999999999997 0.088485000000000022 -0.14136999999999997 0.10420500000000001 0.092005000000000017 -0.074234999999999982 0.086935000000000012 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 -6 11 12 -9 -11 -5 -14
right_child=1 2 3 13 5 -7 -8 9 -10 10 -12 -13 14 -15 -16
leaf_value=-0.0026782150480062984 -0.0026908934654025513 -0.0041611602023281955 0.0062160078191068804 0.002272766172198239 -0.0038584154201989035 -0.0033114803547928569 0.0048249966900151871 0.0014589641673240935 0.0014046648260777818 0.0039615623771806002 0.0053740722554135095 -0.0034993154895833953 0.00079300961988811589 -0.0013972771580505025 -0.0020840533574998711
leaf_weight=0.0010102932914943788 0.0010103857055643864 0.0010003708782546665 0.0010224189375724196 0.0010369817774227427 0.0019570725098669991 0.0010870671511522554 0.0010106165370727957 0.0013613415878546142 0.0015319926499158705 0.0010260622548329962 0.0012736174455186579 0.0015890602429601275 0.0011567338936465249 0.0011672886517567638 0.0010125972442974031
leaf_count=116 76 183 180 485 800 85 130 78 385 174 134 107 149 601 227
internal_value=0 0.00012161 0.000286508 0.00219456 -0.00015305 0.000155234 0.000471412 6.80736e-05 -0.00154748 0.000827807 0.00217415 -0.00121152 0.000898733 0.000329266 -0.000549942
internal_weight=0 0.0182436 0.0172332 0.00322669 0.0140065 0.0130062 0.0119191 0.0109085 0.00348907 0.00741941 0.00446901 0.0029504 0.00319539 0.00220427 0.00216933
internal_count=3910 3794 3718 1266 2452 2269 2184 2054 1185 869 684 185 550 1086 376
is_linear=0
shrinkage=0.0108838


Tree=2371
num_leaves=14
num_cat=0
split_feature=484 151 1 474 12 43 2 1 2 12 0 51 3
split_gain=6.94716e-05 6.6037e-05 8.42812e-05 8.65883e-05 0.00010607 0.000129883 9.93822e-05 0.000132528 0.000129772 0.000134222 0.000215252 0.000232813 0.000114558
threshold=-0.0043499999999999988 0.087190000000000017 0.13562500000000002 0.084655000000000022 0.10852500000000001 -0.15648499999999999 0.11230000000000001 0.11235500000000002 0.099015000000000006 0.090965000000000018 -0.10209999999999998 0.077145000000000005 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 10 11 -7 -12
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=-0.0022208310989615095 0.0025627256640245268 0.0025513913815415805 0.0026421556048414198 0.0022134175955463324 -0.0034107227104675734 -0.0057105724647748572 -0.0047658001339183978 0.0001302697804124459 0.0022614461961267089 -0.0032396796177161301 -0.00035485598315636898 0.00026359458026000451 0.0031888867946636141
leaf_weight=0.0012991261953701127 0.0014924582285827893 0.0010395735819652896 0.0010892647949252458 0.001328767260641738 0.0010646924789192999 0.0010606902943667848 0.0011299840050012768 0.0010241960105290063 0.0018365024032100385 0.0015576884831166767 0.0016294911459253205 0.0015753335557663339 0.0019440689292067007
leaf_count=612 173 124 216 277 203 117 153 124 291 527 795 68 230
internal_value=0 0.000140611 -9.16269e-06 -0.000193771 -0.000417213 -0.000176679 -0.000524397 -0.00243798 -9.51687e-05 -0.000652369 -3.33651e-06 -0.00214031 0.00157299
internal_weight=0 0.0177727 0.0167331 0.0156439 0.0143151 0.0132504 0.011758 0.00215418 0.00960377 0.00776727 0.00620958 0.00263602 0.00357356
internal_count=3910 3298 3174 2958 2681 2478 2305 277 2028 1737 1210 185 1025
is_linear=0
shrinkage=0.0098578


Tree=2372
num_leaves=19
num_cat=0
split_feature=1213 14 403 1 157 160 483 3 52 43 0 0 15 0 13 0 42 150
split_gain=0.000328995 0.00024983 0.000184972 0.000226268 0.000154526 0.000240046 0.00031179 0.000219722 0.000169907 0.000156018 0.000269377 0.000262075 0.000153543 0.000275377 0.0003944 0.000375489 0.000136804 7.17103e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.03138500000000001 1.0000000180025095e-35 -0.077044999999999988 -1.0000000180025095e-35 0.083090000000000011 -0.16059999999999997 0.13709500000000002 -0.057994999999999998 -0.10462499999999998 -0.070894999999999986 -0.10312999999999999 -0.10071499999999999 -0.11267999999999999 -0.13506999999999997 0.091230000000000019 0.10871000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -7 9 10 -9 -12 -11 15 -15 17 -13 -14
right_child=1 -3 3 -5 5 7 -8 8 -10 12 11 16 13 14 -16 -17 -18 -19
leaf_value=-0.00094634821163251887 0.00050309103149864798 -0.00078543971886356305 9.2993141071423622e-05 0.0011051300242377739 -0.00095303140749609645 0.00079511115505085045 0.00016459158992485461 0.00085799745733206674 0.00060605050101862189 -0.00064326240016540073 -0.00057304082729982633 -9.4425414629898861e-05 -0.00035746644035488691 0.00015035227463662155 -0.0011526292235530824 0.0010458684937610574 0.00072634895019033704 0.00019033515840867
leaf_weight=0.001014474625046626 0.0016254467872517239 0.0010143012894281633 0.0016088005533427254 0.0010050191946123777 0.0016525689677765387 0.0010271602337262311 0.0012116398733686626 0.0012140302441963242 0.0011668868540564139 0.0017462350283097196 0.0015667072295680214 0.0011362290692030347 0.0015745211254682978 0.0012975454744605392 0.0013048925587338545 0.0010664915010877279 0.0011387069411955943 0.0011640308702207669
leaf_count=592 415 131 177 77 440 107 290 95 93 180 355 134 84 54 515 32 89 50
internal_value=0 2.70081e-05 6.3622e-05 0.000482162 8.62869e-06 -3.53683e-05 -0.000480246 4.73549e-05 -6.07102e-06 -6.01444e-05 0.000170829 -4.63285e-05 -0.000203359 -8.34713e-05 -0.000502978 0.000203448 0.000316409 -0.000124622
internal_weight=0 0.0235212 0.0225069 0.00261382 0.0198931 0.0182676 0.00286421 0.0154034 0.0143763 0.0132094 0.00505567 0.00384164 0.00815372 0.00640748 0.00260244 0.00380504 0.00227494 0.00273855
internal_count=3910 3318 3187 254 2933 2518 730 1788 1681 1588 673 578 915 735 569 166 223 134
is_linear=0
shrinkage=0.00167351


Tree=2373
num_leaves=15
num_cat=0
split_feature=484 15 151 16 13 52 4 133 4 1 0 160 1 4
split_gain=5.7334e-05 5.929e-05 6.06437e-05 9.94156e-05 0.000113759 8.24508e-05 0.000138371 8.90596e-05 0.00011304 9.73247e-05 9.13649e-05 0.000140538 0.000143145 4.84351e-05
threshold=-0.0043499999999999988 -0.24219999999999997 0.087190000000000017 -0.30307999999999996 -0.10023999999999998 0.10433000000000002 -0.23071499999999998 -0.091614999999999988 -0.082054999999999975 1.0000000180025095e-35 -0.10071499999999999 0.086110000000000006 0.092730000000000021 -0.37626499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 -9 -10 11 12 -11 -7
right_child=1 2 -4 5 -6 13 7 8 9 10 -12 -13 -14 -15
leaf_value=-0.0019796704734715721 0.002101787664727523 0.00025975964788055268 0.0022326990880205248 -0.0029253744478306533 -0.0040583265534744322 0.0034379372119986893 -0.0023825241167140803 0.0029211355210658589 -0.0020467879764707328 0.0052035883810271251 -0.0012551739619441023 -0.0012862246923017551 0.00062230064006728693 0.00044277253474243135
leaf_weight=0.0012987324832316313 0.0013110319894530853 0.0010680605118126851 0.0010329727430062876 0.0014929099144915811 0.0012216637431266579 0.0010055036957528213 0.001075052896063391 0.0015592565765043826 0.0016030282841587671 0.0011978133141568037 0.0016087390284299577 0.0011617473988478622 0.0013606763056978055 0.0010116636065729779
leaf_count=612 291 75 105 202 201 42 352 423 579 42 393 52 91 450
internal_value=0 0.000124076 -3.40334e-05 -0.000186412 -0.00204412 0.000138879 -0.00018887 0.000238186 0.000569986 4.11285e-05 0.000669202 0.00150136 0.00276713 0.00193578
internal_weight=0 0.0177101 0.0163991 0.0153661 0.00228972 0.0130764 0.0110592 0.00956631 0.00849126 0.006932 0.00532898 0.00372024 0.00255849 0.00201717
internal_count=3910 3298 3007 2902 276 2626 2134 1932 1580 1157 578 185 133 492
is_linear=0
shrinkage=0.00966451


Tree=2374
num_leaves=19
num_cat=0
split_feature=14 1213 1456 13 52 132 52 39 50 4 4 2 16 0 0 2 2 0
split_gain=0.000408398 0.000373316 0.000187882 0.000197972 0.000289373 0.000240908 0.000216309 0.000199003 0.000256632 0.000238823 0.00029884 0.000172219 0.000159379 0.000176322 0.00015758 0.000163597 0.000186082 0.000144849
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091229999999999992 0.090640000000000012 0.079995000000000011 -0.40083499999999994 0.084535000000000013 0.086465000000000014 -0.23071499999999998 -0.076329999999999995 0.097940000000000013 -0.014099999999999998 -0.099864999999999995 -0.11756999999999999 0.089910000000000004 0.10869000000000002 -0.090939999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 11 6 -5 8 9 -8 -11 -4 13 14 15 -12 -17 -14
right_child=-2 2 3 5 -6 -7 7 -9 -10 10 12 -13 17 -15 -16 16 -18 -19
leaf_value=-0.00098673304942662929 -0.0011219711885042537 -0.00073405217732187237 0.0001152908650604539 -0.00084755125095160595 -0.00033970779385510602 0.00052393234829923186 -0.0006650522909268879 0.00041411504588250445 -0.00082032938941101598 0.00054192292659128582 -0.00082688523516591232 0.00080362156437892383 0.0006321363845183997 -0.00075138852584978068 0.00028122659024824192 0.00029282919968808783 -0.00055192338578372968 -0.00015751151682255463
leaf_weight=0.0011662040447846861 0.0010431505524762649 0.0010249733954955436 0.0017429954724531216 0.0011058216389134177 0.0015625364614813009 0.0013294597870657154 0.0016900831716947758 0.0015311598531385544 0.0014195829056240757 0.0018919832343876871 0.001088023782757741 0.0018778100754830752 0.0010789577116161464 0.0014760227735234948 0.0015844206641515658 0.0013984153863537685 0.0012092480334011668 0.0012435044974636791
leaf_count=576 135 310 147 291 111 232 79 293 362 332 40 175 68 267 50 70 56 316
internal_value=0 -0.000115205 -7.33006e-05 -4.41464e-05 0.000227497 -0.000122167 -0.000173549 -0.000125807 -0.000184521 -0.000113231 -2.82191e-05 0.000472271 -0.000147037 -0.000269544 -0.000134847 -0.000313226 -9.89067e-05 0.000209339
internal_weight=0 0.0254212 0.024255 0.02323 0.00518334 0.0180467 0.0167172 0.0156114 0.0140802 0.0126607 0.0109706 0.00362081 0.00907859 0.00675613 0.00528011 0.00369569 0.00260766 0.00232246
internal_count=3910 3775 3199 2889 433 2456 2224 1933 1640 1278 1199 322 867 483 216 166 126 384
is_linear=0
shrinkage=0.00157699


Tree=2375
num_leaves=15
num_cat=0
split_feature=41 42 3 47 0 4 52 150 0 2 16 16 43 3
split_gain=5.81999e-05 7.23664e-05 0.000125269 8.70596e-05 9.69723e-05 9.68822e-05 0.000105878 0.000141091 0.000101082 0.000132616 8.01159e-05 0.000190416 7.1496e-05 6.04545e-05
threshold=0.078535000000000008 -0.11145999999999999 -0.10628499999999998 0.081320000000000017 -0.10462499999999998 0.0057500000000000008 0.091715000000000005 0.085360000000000005 -0.17106499999999999 0.10393500000000001 -0.008069999999999999 -0.083144999999999983 -0.028814999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 5 -5 6 7 10 -7 -10 11 -4 -3 -6
right_child=-2 2 3 4 13 8 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0024039507428733099 -0.002213827912681334 0.0039701747233839091 0.0017095493034138488 -0.0034229241483572964 -0.0017849830861703651 0.0036928540631534267 -0.0031934463760295044 -0.0031044336896069997 0.0024060928287321331 -0.0018264363233302255 0.002384680520254557 -0.0035348120983615615 0.00075370911043067348 0.0015493675043151453
leaf_weight=0.0010192047565570099 0.0010793394524589986 0.0011693471900396518 0.001779958308513057 0.001387054452868075 0.0010098690504505422 0.0013177534119373406 0.0010640180628899258 0.0010334223928631474 0.001490909298739229 0.0012894477788555937 0.0018792842289243137 0.0010156514392945081 0.0014408108842173398 0.0010217402665914088
leaf_count=204 195 115 353 110 310 100 497 226 274 270 461 534 210 51
internal_value=0 9.69762e-05 0.000247809 -0.000107822 -0.001453 0.000315226 -0.000394516 0.000127199 0.00148811 0.00044317 0.000841577 -0.000195739 0.00219468 -0.000108066
internal_weight=0 0.0179185 0.0168993 0.0142891 0.00341866 0.0108704 0.00677233 0.00570832 0.00409811 0.00278036 0.00467489 0.00279561 0.00261016 0.00203161
internal_count=3910 3715 3511 3186 471 2715 2071 1574 644 544 1348 887 325 361
is_linear=0
shrinkage=0.00966451


Tree=2376
num_leaves=15
num_cat=0
split_feature=4 16 2 40 15 43 4 4 0 151 16 1 3 48
split_gain=6.108e-05 0.000138942 0.000116364 0.00020162 0.000129202 0.000183283 0.000110546 0.000114148 0.000108767 9.33043e-05 9.73212e-05 0.000195763 7.92351e-05 0.000133682
threshold=0.15927500000000003 -0.19424999999999998 0.10910500000000002 -1.0000000180025095e-35 0.088615000000000013 0.013605000000000001 -0.08422499999999998 -0.029114999999999999 -0.073729999999999976 -0.0008699999999999999 -0.50585499999999983 0.11198000000000001 -1.0000000180025095e-35 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -4 -2 -11 -12 -9 -14
right_child=9 2 8 4 -6 -7 7 12 -10 10 11 -13 13 -15
leaf_value=-0.0026341417134780583 -0.0011915243864216584 -0.0031808927672577112 0.0028517053101945727 -0.001637720040252228 -0.0022967834699725797 0.0029187598937945427 0.0019663906609663725 -0.0014041603172308436 -0.00022904860587440656 0.0028867187989014822 -0.0018753449621281813 0.0020279190196802791 0.002030983803211608 -0.001014232245374514
leaf_weight=0.0010736789980486617 0.0010101234528824814 0.001075021186910133 0.0011586627010496675 0.0017797556817236845 0.0010710244412106768 0.0010704779749867166 0.0015042525000042708 0.0017001437660998323 0.0010323315595061429 0.001106880311024034 0.0010348464861847314 0.0014984250765930419 0.0013585514978089464 0.0013887220498816077
leaf_count=87 133 181 121 496 691 199 306 804 316 140 94 243 43 56
internal_value=0 -0.000246882 -5.18016e-05 -0.000342377 -3.33033e-05 0.000242119 -0.000128483 0.000322831 0.00140015 0.000664403 0.00117941 0.000433428 -0.000233071 0.000491655
internal_weight=0 0.0142126 0.0131389 0.0109479 0.00987293 0.0088019 0.00773143 0.00595167 0.00219099 0.00465028 0.00364015 0.00253327 0.00444742 0.00274727
internal_count=3910 3300 3213 2776 2595 1904 1705 1209 437 610 477 337 903 99
is_linear=0
shrinkage=0.00690203


Tree=2377
num_leaves=21
num_cat=0
split_feature=1213 14 51 453 151 4 12 1 15 133 0 16 160 4 2 4 2 3 0 1
split_gain=0.00045371 0.000369196 0.000191298 0.000185358 0.000221111 0.000246815 0.000214447 0.000206486 0.000180425 0.000242247 0.00021543 0.000452819 0.000392522 0.000332659 0.000132149 0.00024178 0.000274856 0.000108794 9.47659e-05 6.79378e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 0.14276500000000003 1.0000000180025095e-35 -0.051109999999999996 0.28937500000000005 0.085945000000000008 0.11235500000000002 -0.10312999999999999 -0.085714999999999986 -0.10071499999999999 -0.057604999999999996 -1.0000000180025095e-35 -0.0017649999999999999 0.10679500000000001 -0.08422499999999998 0.096970000000000015 0.094625000000000015 -0.055084999999999988 0.10956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 -2 -7 19 -10 11 17 -12 14 15 16 -14 -11 -15 -6
right_child=1 -3 -4 -5 5 7 -8 -9 9 10 12 -13 13 18 -16 -17 -18 -19 -20 -21
leaf_value=-0.0010285145963598989 0.00086622647333815968 -0.00095173253309653984 -0.0006151296578990387 -0.00052229300778927807 -0.00076282043891433727 7.4265420475510795e-05 -3.1651668608019094e-05 0.0011031533158382143 0.00059826343263629552 -0.00035982953480158115 -0.0010442691557580694 0.0011224454051223089 0.00020535622993604209 -0.00091879602955692986 0.00066128664752918617 0.00048851504721049085 -0.00094737402729866806 0.00026792710285953892 -0.00022938772936788795 -0.00016558857178605987
leaf_weight=0.0011549231535633578 0.0019507449210448722 0.0010046509703730685 0.0010701041659542726 0.0012423418594434956 0.0010085822758935581 0.001040997262198971 0.0011313097900664953 0.0010594158098158482 0.0019536271778344974 0.0015680655796581969 0.0011914843457050761 0.0012254044913722001 0.0012383569898027176 0.001077592115275694 0.0012297472360011108 0.0018432610211442726 0.0010117087224830179 0.0014126424211178268 0.0010693591326928105 0.0010428784349301168
leaf_count=592 365 122 133 97 182 52 171 266 276 71 506 47 167 171 124 391 64 42 36 35
internal_value=0 2.29792e-05 6.31655e-05 9.4321e-05 0.000129054 6.28433e-05 0.000536648 0.000593221 -3.18119e-06 5.99397e-05 -2.17914e-05 0.00028285 -0.000169728 -3.0237e-05 0.000189649 4.79557e-05 -0.000312952 -6.23178e-05 -0.000575414 -0.000459212
internal_weight=0 0.0253723 0.0243676 0.0232975 0.0220552 0.0189731 0.00308205 0.00210041 0.0168727 0.0148212 0.0128676 0.00420611 0.00866151 0.00747003 0.00532307 0.00409333 0.00225007 0.00298071 0.00214695 0.00205146
internal_count=3910 3318 3196 3063 2966 2430 536 318 2112 1895 1619 160 1459 953 746 622 231 113 207 217
is_linear=0
shrinkage=0.0016407


Tree=2378
num_leaves=15
num_cat=0
split_feature=48 4 158 160 4 50 13 160 0 16 12 42 3 14
split_gain=6.57962e-05 0.000104936 9.9277e-05 9.46937e-05 0.000158823 0.000105978 8.59653e-05 0.000166511 0.000133142 0.000184323 0.000122672 0.000206463 0.000103386 8.15415e-05
threshold=0.12675000000000003 0.28937500000000005 0.08413000000000001 0.031805000000000007 0.0057500000000000008 0.086465000000000014 -0.032264999999999995 -0.081519999999999995 -0.017269999999999997 -0.055679999999999993 0.097345000000000015 0.084100000000000022 -0.08323499999999999 -0.41608999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 10 -8 9 12 11 -1 -9 -3
right_child=-2 13 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.00059392350986687962 -0.0024203157249693607 0.00022930899964522823 -0.0032563672554627257 -0.0001265247780474021 0.0047202502064897737 -0.0035138816218047287 0.0037870901257298761 -0.0020926736289464233 0.0027997360126252886 -0.0045239386787301605 0.0015434119370460588 -0.0048059841639837113 0.0021107528360055122 0.0043317830829909696
leaf_weight=0.0013827565917937925 0.001139461084895709 0.0010044310068140216 0.0010200846458564483 0.001931318377428195 0.0011256576343639524 0.0010285173261141952 0.0014181874238149254 0.0010410517051324952 0.001178709421986072 0.0011709577991638534 0.0012197560378952865 0.0016142596705070456 0.0015056241062832293 0.0010344965976553161
leaf_count=214 131 98 355 344 72 536 149 358 155 200 152 717 128 301
internal_value=0 0.000122393 -0.000162957 5.29272e-05 0.00165818 -0.00037158 -6.4694e-05 0.000692523 -0.000203794 -0.00115609 -0.00119861 -0.00231459 0.000392441 0.00231079
internal_weight=0 0.0176758 0.0156369 0.0146168 0.00305698 0.0115598 0.0105313 0.00631453 0.00489634 0.00371763 0.00421677 0.00299702 0.00254668 0.00203893
internal_count=3910 3779 3380 3025 416 2609 2073 990 841 686 1083 931 486 399
is_linear=0
shrinkage=0.0102561


Tree=2379
num_leaves=20
num_cat=0
split_feature=1213 14 1374 457 124 484 13 132 4 52 43 0 1 16 52 15 3 1 0
split_gain=0.000373409 0.000328878 0.000201838 0.000199256 0.000175643 0.000256897 0.000231031 0.000319423 0.00024953 0.000333648 0.00016057 0.000258993 0.000248713 0.000241126 0.000146453 0.000132818 0.000123302 0.000121067 9.67723e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 0.082870000000000013 -0.048219999999999992 -1.0000000180025095e-35 -0.094679999999999986 0.079995000000000011 -0.23071499999999998 0.095040000000000027 -0.075819999999999985 -0.076734999999999984 0.092550000000000007 -0.083144999999999983 0.083750000000000005 -0.053579999999999996 -1.0000000180025095e-35 0.087075000000000014 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 14 8 9 -8 13 12 16 -10 15 -7 -12 -5 -14
right_child=1 -3 3 17 5 6 7 -9 10 -11 11 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=-0.0010318702849638937 -0.00064481655691938299 -0.00097617062759775561 0.00058391709924895247 0.00018758271020201725 -0.0008348567329818841 0.0002331689134076045 -0.0014015494123104488 0.00083878541449319388 0.00023145827982225009 1.7044652291141858e-05 -0.00010377986917361098 0.00078665154098786429 -0.00018245842653431417 -0.00077195548289016032 -6.2022457833229089e-05 0.0010313456004259103 0.00064173004244158537 0.00097250297518181245 -0.00087119033443491106
leaf_weight=0.0011187398880479543 0.0012194796279869627 0.0010089565689129351 0.0017044465059954965 0.001265814508242479 0.0011236050957598538 0.0012314236724608393 0.0010754182347218972 0.0011165221074983288 0.0012574983183877911 0.0010178208421631751 0.0012676771758298863 0.0014271082379887856 0.0016985660879624831 0.001891509292006141 0.0013366070339012603 0.0014108873583253924 0.0015617583453231276 0.0012143530315461316 0.0010358266390151361
leaf_count=592 66 122 247 98 522 125 140 181 157 34 434 279 63 437 82 71 48 150 62
internal_value=0 1.69796e-05 5.8983e-05 9.68977e-05 3.84513e-05 -1.19338e-05 4.14253e-05 -7.05258e-05 -0.000153519 -0.000711769 -3.82761e-05 0.000111714 -6.14059e-05 -0.000371261 0.000417034 0.000659363 0.000307718 0.0005719 -0.00044336
internal_weight=0 0.0248653 0.0238563 0.0226368 0.0201567 0.0184522 0.0173286 0.0133497 0.0122332 0.00209324 0.0101399 0.00699094 0.00556383 0.00314901 0.00397892 0.00264231 0.00282944 0.00248017 0.00273439
internal_count=3910 3318 3196 3130 2882 2635 2113 1835 1654 174 1480 886 607 594 278 196 482 248 125
is_linear=0
shrinkage=0.00177594


Tree=2380
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 403 39 3 13 48 16 51 16 1 0 12 13 52 52 3 15
split_gain=0.000342478 0.000298535 0.000191766 0.000200435 0.000246458 0.00026906 0.000277528 0.00024596 0.00019692 0.00023599 0.000373123 0.000198906 0.000185025 0.000181363 0.00021385 0.000163925 0.000156255 0.000130996 0.000129724 5.2666e-05
threshold=0.064610000000000015 -1.0000000180025095e-35 -0.094679999999999986 0.082870000000000013 0.03138500000000001 0.005105000000000001 0.16699000000000003 -0.012339999999999999 0.11028500000000001 -0.095109999999999986 0.084305000000000019 -0.014099999999999998 0.087075000000000014 -0.090939999999999979 0.091405000000000014 -0.037444999999999992 0.083750000000000005 -0.062489999999999997 -0.10315499999999998 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -6 9 16 11 -11 -5 -13 -15 -7 18 -16 -4 -20
right_child=-2 2 3 12 7 15 -8 -9 -10 10 -12 13 -14 14 17 -17 -18 -19 19 -21
leaf_value=-0.00086654610452077294 -0.00098610231704340605 -0.0005564721930040598 0.00090314942274593863 9.8285213743128406e-05 0.0011312480858832632 1.8054745554020281e-05 0.00063854770525905975 7.5032658015295039e-05 -0.00078763586848334391 -0.00061122441821861062 -0.0011768916467324855 0.00065952739580450975 0.0010058263526614483 -0.00072203996177131412 0.00052374902354184556 0.00085198539955203044 -0.00033305861835055886 -0.00028924934377851384 -0.00010456336532575859 0.00044571102853963057
leaf_weight=0.0010935550842552022 0.0010592006277399734 0.0014286963036695957 0.001055222208853214 0.0013849774614733681 0.0011750080170679356 0.0013544048157404422 0.0013229248673144603 0.0015500982592654968 0.0015191147036190964 0.0019348299847765987 0.0012452984584203526 0.001131223074286254 0.0013398220492201844 0.0012524915089413818 0.0013552580690862626 0.0015125853665630762 0.0012004143923590171 0.0010792690679234662 0.0011145592141264538 0.001000638482868914
leaf_count=576 138 66 58 98 105 183 118 123 114 614 198 86 150 417 216 181 144 156 69 100
internal_value=0 2.38717e-05 6.28879e-05 0.000100497 4.23375e-05 -3.12404e-05 -0.000123456 0.00053045 -0.000196041 -0.000123384 -0.000301166 -0.000139678 0.000544536 4.96781e-05 -0.000137431 0.000458025 0.000201945 0.000163332 0.000404513 0.000155755
internal_weight=0 0.0260504 0.0249568 0.0235281 0.0208033 0.0180782 0.0152112 0.00272511 0.0138883 0.0123692 0.00799837 0.00675307 0.0027248 0.00481824 0.00368702 0.00286699 0.00437083 0.00243453 0.00317042 0.0021152
internal_count=3910 3772 3196 3130 2882 2654 2290 228 2172 2058 1687 1489 248 875 789 364 371 372 227 169
is_linear=0
shrinkage=0.00174112


Tree=2381
num_leaves=14
num_cat=0
split_feature=11 3 1 124 0 3 15 43 43 1 160 0 3
split_gain=6.12329e-05 7.38274e-05 7.40015e-05 7.15186e-05 0.000142317 0.00024375 0.000133935 0.000145777 0.000116285 9.28173e-05 0.000174729 0.000151314 0.000119389
threshold=0.08184000000000001 -0.10628499999999998 0.076710000000000014 -0.048219999999999992 -0.053834999999999994 0.10420500000000001 0.088190000000000004 -0.079374999999999987 -0.0031199999999999995 0.094695000000000015 -1.0000000180025095e-35 -0.16443499999999997 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 -5 -8 12 -11 -12 -9
right_child=-2 3 -4 4 5 -7 8 9 -10 10 11 -13 -14
leaf_value=0.00022797331959630617 -0.0021927813388498674 0.0019589471124138455 0.0036724060395748586 -0.0033257404098044675 -0.0061026812363177687 0.0002183783448783664 0.0046081729498752616 -0.0027799665526881735 -6.0764642189491624e-05 -0.0022220534582815324 0.00021069213137616896 0.0050272254963702277 0.00078780436561177948
leaf_weight=0.0014841277922702451 0.0012385002534527857 0.0014687561807641839 0.0010965479497978495 0.0014694136373119004 0.0010942708030836469 0.001413441522066055 0.0011196337145465349 0.0018631608908900345 0.0010405435565271773 0.0010355182486758707 0.0013010548234170249 0.0013371612771342356 0.0019311102172965278
leaf_count=138 224 309 160 717 241 96 447 837 298 115 88 154 86
internal_value=0 0.000120065 0.00169154 -0.00014897 -0.00037653 -0.00253989 0.000112323 -0.000430742 0.00235918 0.000138882 0.00127809 0.00265192 -0.000964135
internal_weight=0 0.0176547 0.00258068 0.0150741 0.0136053 0.00250771 0.0110976 0.00893742 0.00216018 0.00746801 0.00367373 0.00263822 0.00379427
internal_count=3910 3686 298 3388 3079 337 2742 1997 745 1280 357 242 923
is_linear=0
shrinkage=0.010055


Tree=2382
num_leaves=23
num_cat=0
split_feature=1213 1456 453 11 4 160 48 42 16 15 42 0 151 49 403 0 15 16 0 52 3 4
split_gain=0.000470188 0.00037467 0.000250466 0.000220909 0.000266527 0.0002349 0.00013422 0.000138625 0.000200087 0.000240196 0.000193782 0.000211124 0.000220502 0.000354544 0.000198473 0.000272384 0.000380263 0.000324051 0.000298187 0.000225418 0.000134957 9.22764e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.28937500000000005 -1.0000000180025095e-35 -0.081799999999999984 0.092145000000000019 0.26364000000000004 0.014775000000000002 0.083725000000000008 0.14676000000000003 -0.051109999999999996 -0.07107999999999999 0.03138500000000001 -0.10131499999999999 -0.10469999999999999 -0.057604999999999996 -0.074249999999999997 -0.031409999999999993 -0.080884999999999985 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 10 9 -9 11 12 -8 -14 15 16 -15 21 -17 -20 -12 -18
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 20 -13 13 14 -16 18 17 -19 19 -21 -22 -23
leaf_value=-0.0010158788404694672 -0.00088408336530468117 -0.00048105041947314964 -0.00066400604899197668 -0.00055026423498243495 0.00013212283342097024 0.0012175349432710732 0.00059682228811203109 -0.0010619350720709902 0.00033784183600496276 4.727471874043015e-05 0.0002091890511616038 0.00069097047241951242 -0.0008414918240756817 -0.0005232606304986869 0.00062611176572579673 -0.0011286816546039313 0.0004317378468925979 0.0011097639897235563 -0.00065763709430587765 0.00034205358020111495 0.00089241808830096763 -0.00024269992933340505
leaf_weight=0.0011759753869039205 0.0011267969713434104 0.0010453891956361218 0.0011671533333368336 0.0012844941151459724 0.0010099373138097445 0.001054549305992687 0.0015118938616376096 0.0010020367606825764 0.0011492767059701481 0.0010185770114577442 0.0015472486116130044 0.0013526299754767776 0.0013158493501676137 0.0013392166444399223 0.001328201713309495 0.001003390915597582 0.0010491231664242484 0.0013270588168050566 0.0010163917298897651 0.0013705419966386304 0.001448149568892553 0.0010504114172684709
leaf_count=592 332 80 91 141 118 239 161 137 91 266 373 35 85 82 121 415 27 36 145 118 192 33
internal_value=0 2.35307e-05 6.38078e-05 9.88746e-05 0.000135222 0.000686556 8.06978e-05 0.000110312 -0.00019801 -0.00050279 0.000168976 8.7754e-05 2.14834e-05 -5.9057e-05 4.94974e-05 -4.44025e-05 0.000203528 0.000487579 -0.00039292 -8.36295e-05 0.000539502 9.4312e-05
internal_weight=0 0.0265183 0.0253915 0.0242244 0.0229399 0.00206449 0.0208754 0.01983 0.00316989 0.00202061 0.0166601 0.0136647 0.0123121 0.0108002 0.00948434 0.00815613 0.00476581 0.00342659 0.00339032 0.00238693 0.0029954 0.00209953
internal_count=3910 3318 2986 2895 2754 357 2397 2317 494 403 1823 1258 1223 1062 977 856 178 96 678 263 565 60
is_linear=0
shrinkage=0.00160853


Tree=2383
num_leaves=14
num_cat=0
split_feature=48 4 151 457 15 0 49 4 1 3 1 12 42
split_gain=5.7531e-05 9.72465e-05 8.32378e-05 0.000147248 9.83867e-05 0.000130165 0.000265098 0.000164302 0.000121905 8.17447e-05 7.78397e-05 9.26989e-05 0.000102904
threshold=0.12675000000000003 0.28937500000000005 -0.024429999999999997 0.085230000000000014 -0.10312999999999999 -0.10071499999999999 -0.066239999999999979 -0.0021099999999999995 0.083370000000000014 0.11265500000000002 0.088495000000000018 0.088325000000000015 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 10 -8 -3 11 -7 -13
right_child=-2 9 4 -5 5 7 8 -9 -10 -11 -12 12 -14
leaf_value=0.0029874287859900112 -0.0020895293793277872 0.0039064503987011716 -0.0027501294282183445 -0.001393759645489178 -0.0021353996067733057 -0.001080556963295764 0.0010374125262476218 -0.0032723825072477576 0.0054555454255592085 0.00012569414553517715 -0.0022297236037126561 -2.2338561520331736e-05 0.0037116467063470944
leaf_weight=0.0017854143805390221 0.0011423208119143427 0.0010415443180253883 0.0015100517735884582 0.0011211555701834686 0.0012608150552067994 0.0019669788430541919 0.0010974981798668173 0.0019094717580619971 0.001146220234020872 0.0010124929760268776 0.0011937375854079238 0.0015005405535056422 0.0011865250501826973
leaf_count=381 131 268 265 156 77 687 119 439 84 131 491 367 314
internal_value=0 0.000104249 -0.000149722 0.00129747 -0.000479068 -0.00017455 0.00134097 -0.000859224 0.00329445 0.00204281 -7.1257e-05 0.000482378 0.00162647
internal_weight=0 0.0177324 0.0156784 0.00290657 0.0127718 0.0112618 0.00350453 0.00775725 0.00224372 0.00205404 0.00584778 0.00465404 0.00268707
internal_count=3910 3779 3380 537 2843 2578 280 2298 203 399 1859 1368 681
is_linear=0
shrinkage=0.00947501


Tree=2384
num_leaves=14
num_cat=0
split_feature=11 0 43 43 42 133 13 15 15 47 43 52 0
split_gain=6.19816e-05 7.43002e-05 0.000123417 0.000116911 9.94995e-05 0.000116751 8.58224e-05 0.00027123 0.000151046 0.000122431 0.00011721 0.00010604 5.9126e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.084699999999999984 -0.24333999999999997 -0.088669999999999985 -0.0056849999999999991 -0.073799999999999991 0.035895000000000003 -0.064869999999999983 0.09252500000000001 -0.079109999999999986 -0.07125999999999999 -0.10943499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 10 8 9 11 -7 -8 -12
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 12 -13 -14
leaf_value=-0.0030275909422253261 -0.0019027363711120017 0.0036681767030429476 -0.00019113276676859225 0.0028676240332677957 -0.0026262061603619042 -0.00078818789609804861 -0.0018395752977040385 -0.0049270742606857413 0.0029346043254376598 -0.0031082586184968714 0.0012378056541288377 0.0018646220301972852 0.0042364742847303708
leaf_weight=0.0011666219108482064 0.0014558695887784403 0.0013122434207015077 0.0017175731511926357 0.0010726830663610734 0.0014902916362343607 0.0014418712942655359 0.001110098857210709 0.0010238267027349486 0.0015135444604421283 0.0012037928593189307 0.0012647652511382501 0.0018501467395712484 0.0011069760148783611
leaf_count=165 254 101 231 332 784 601 119 328 200 97 134 150 414
internal_value=0 0.000132993 0.00148037 -0.000153593 0.000102782 -0.000144259 0.000207507 -0.000438236 0.000371226 -0.00056051 0.00134223 0.00047554 0.00263739
internal_weight=0 0.0172744 0.00302982 0.0142446 0.013078 0.0120053 0.010515 0.00670141 0.00567758 0.00416404 0.00381361 0.00296025 0.00237174
internal_count=3910 3656 332 3324 3159 2827 2043 894 566 366 1149 269 548
is_linear=0
shrinkage=0.00947501


Tree=2385
num_leaves=22
num_cat=0
split_feature=14 1213 1456 453 1374 0 11 151 47 47 403 13 160 13 0 42 15 4 4 1 1
split_gain=0.00055745 0.000436128 0.000235728 0.000275816 0.000225028 0.000319671 0.000216293 0.000176156 0.000187073 0.000225815 0.000215045 0.0002744 0.000244389 0.000259394 0.000438815 0.000406941 0.000364751 0.000264277 0.000185387 0.000194243 0.000167266
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094679999999999986 -0.23029999999999998 0.088315000000000018 -0.048789999999999993 0.10783500000000001 0.13177500000000003 0.03138500000000001 -0.012339999999999999 -0.083654999999999993 -0.49820499999999995 0.10302000000000001 0.083725000000000008 0.085120000000000015 0.15045000000000003 -0.020179999999999997 0.095575000000000007 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 20 10 -10 12 -12 -9 -14 15 16 18 -17 -15 -20 -7
right_child=-2 2 3 -5 5 6 -8 8 9 -11 11 -13 13 14 -16 17 -18 -19 19 -21 -22
leaf_value=-0.00098404510602454983 -0.0012136363121512514 -0.00071543379013721056 -0.00052426678321478839 -0.00071150227934802109 0.00094206796814166492 8.4758043244655135e-05 -0.00055208644950086375 -0.00083343554628201538 0.0010821843226491608 6.1914134876294273e-05 0.0011524869026281546 2.9817383525424119e-05 -0.00078817612087322161 0.00045004365256650763 0.00083293943375240714 2.0844120139818384e-05 -0.0012062835714904678 0.0010914287125788338 -0.00077904699983809527 7.6766619277906194e-05 0.0009677350741087164
leaf_weight=0.0011505844347273952 0.0010604654226375873 0.0010284727941439987 0.001340109081994 0.001112576900053063 0.0014479275515304436 0.0010489349962661465 0.0012295896840432965 0.0010365508612019811 0.0011410451950556793 0.0012994114975235505 0.0010171436968121061 0.0015222384471396131 0.001014000540156104 0.0011637427168771719 0.0018577449851505954 0.0015719639324242307 0.0010852058127371472 0.0010960019355537535 0.0014406679687763869 0.0015332211063031819 0.0014065401710491691
leaf_count=576 135 310 66 90 78 189 121 361 89 44 91 110 40 158 80 452 259 111 191 118 241
internal_value=0 2.37061e-05 6.93682e-05 0.000102496 0.000141445 0.000182159 0.000128392 0.000171892 0.000110626 0.000538946 3.77243e-05 0.0004795 -5.73539e-05 1.73912e-05 0.000101183 -7.1096e-05 -0.000342722 0.000460641 -0.000116229 -0.000337823 0.000590543
internal_weight=0 0.0265437 0.0253931 0.0243646 0.023252 0.0219119 0.020464 0.0192344 0.0167789 0.00244046 0.0143385 0.00253938 0.0117991 0.0107625 0.00974855 0.0078908 0.00522284 0.00266797 0.00413763 0.00297389 0.00245548
internal_count=3910 3775 3199 2889 2799 2733 2655 2534 2104 133 1971 201 1770 1409 1369 1289 726 563 467 309 430
is_linear=0
shrinkage=0.00167351


Tree=2386
num_leaves=15
num_cat=0
split_feature=483 147 159 42 47 47 16 15 150 151 1 15 42 12
split_gain=6.67111e-05 6.84055e-05 0.000112855 7.94502e-05 9.09378e-05 0.000237322 8.8917e-05 7.33942e-05 8.11252e-05 9.98117e-05 0.000155771 8.48311e-05 0.000135758 0.000134905
threshold=0.088030000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.10269500000000001 0.09550500000000002 0.080860000000000015 -0.055679999999999993 -0.10469999999999999 0.08882000000000001 -0.0074049999999999993 0.088495000000000018 0.090325000000000003 0.084100000000000022 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 9 -9 11 12 13 -11
right_child=-2 -3 3 -5 6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0027184824998571985 -0.0021764684952135195 0.0021082534496020652 0.0021570666169652411 -0.00201687371724454 0.0031451647964826973 -0.0039731233263364581 -0.00013509545209285388 0.0028934748184500491 -0.0015891382148086766 0.002894402315396935 -0.0028391583901358564 0.0027027534875514207 -0.0025696069281047214 -0.00066081310552249342
leaf_weight=0.0010844481555814999 0.0010023397993704384 0.0011660699407054177 0.0014727114681531246 0.0011578784424215284 0.0014855249439736911 0.0010101920826455441 0.0010309523156064862 0.0010792664729870017 0.001717328480709289 0.0014716146383257399 0.0011183758308672825 0.0011900890246318852 0.0010475726542422872 0.0016873529142407903
leaf_count=461 354 226 274 359 120 119 132 173 206 140 323 210 288 525
internal_value=0 9.92521e-05 -4.22687e-05 0.000145348 0.00032029 4.30015e-06 0.00180131 0.000376875 9.53219e-05 0.000476237 7.58006e-05 0.000679885 0.000107587 0.000995395
internal_weight=0 0.0177194 0.0165533 0.0154689 0.014311 0.0117945 0.00251648 0.0107843 0.0093116 0.00759427 0.00651501 0.00539663 0.00420654 0.00315897
internal_count=3910 3556 3330 2869 2510 2258 252 2139 1865 1659 1486 1163 953 665
is_linear=0
shrinkage=0.00858181


Tree=2387
num_leaves=20
num_cat=0
split_feature=1213 14 453 151 4 160 42 15 16 49 12 40 133 43 0 15 16 3 2
split_gain=0.000393894 0.000259025 0.000153133 0.000219712 0.000251152 0.000234682 0.000218499 0.000197757 0.000228799 0.000198762 0.000190046 0.000181265 0.000198088 0.000423704 0.000446026 0.000396669 0.000167233 5.80821e-05 5.10001e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 1.0000000180025095e-35 -0.051109999999999996 0.50657000000000008 -0.092169999999999988 -0.11145999999999999 0.088190000000000004 -0.088144999999999987 0.093425000000000022 0.085945000000000008 -0.018084999999999997 0.084630000000000025 -0.074254999999999988 -0.083424999999999985 -0.10312999999999999 -0.094359999999999986 -0.083884999999999987 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 -5 -7 9 -9 11 -2 -8 13 17 15 -15 -17 -13 -18
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12 12 -14 14 -16 16 18 -19 -20
leaf_value=-0.0010277446290551076 0.00084447168058987413 -0.00084513428810292649 -0.00052037538115719012 -0.00071232549831116076 0.00087047190599989321 -0.00072513657251690631 0.00052682368932062721 0.00091001506416408639 -6.6082941823968216e-05 0.00061030450385354243 -4.6322439678091069e-05 0.00088661694551500896 -0.000789552875807334 -0.00094795465708942799 -0.0010497602881286829 -0.00025716401071745486 0.00021699978502328151 0.00033379282950990371 0.00070737448615408995
leaf_weight=0.0011368495439164688 0.0019819223846304001 0.0010070768876405669 0.0013204801644378641 0.0013904366663739362 0.0010023412793339478 0.0010854042735562583 0.0013154919564462722 0.0016843340665716466 0.0012821468686869389 0.0014038208395766799 0.0011457801767029152 0.0010001179358491985 0.0013196877605454469 0.0011134496544725429 0.0017367131872652762 0.0014051538925414168 0.0011622036249067024 0.0013590364665231839 0.0014390310197814268
leaf_count=592 367 125 98 375 206 117 101 91 373 280 176 69 245 64 262 57 105 145 62
internal_value=0 2.00247e-05 5.61062e-05 8.9454e-05 2.13901e-05 -2.41289e-05 3.11618e-05 8.17678e-05 0.000488134 -9.1794e-06 0.000518145 -8.25616e-05 -0.000158652 -6.8307e-05 -0.000287295 -2.86577e-05 0.000226832 0.000568152 0.00048828
internal_weight=0 0.0251546 0.0241476 0.0228271 0.0196994 0.018697 0.0173066 0.0162212 0.00296648 0.0132547 0.0031277 0.0118509 0.0105354 0.00921571 0.00685655 0.00511984 0.00400639 0.00235915 0.00260123
internal_count=3910 3318 3193 3095 2552 2346 1971 1854 464 1390 543 1110 1009 764 550 288 224 214 167
is_linear=0
shrinkage=0.00174112


Tree=2388
num_leaves=21
num_cat=0
split_feature=14 1213 4 0 157 42 160 483 403 457 43 151 4 4 133 4 15 13 49 12
split_gain=0.000539633 0.000445153 0.000170946 0.000281964 0.000258706 0.000230123 0.000263331 0.000321753 0.000258082 0.000256727 0.000225272 0.000256697 0.000264644 0.00034105 0.000216206 0.000280091 0.000171166 0.000167006 0.000163111 0.000132545
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.51381999999999983 -0.017269999999999997 -0.077044999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083090000000000011 0.03138500000000001 -0.0034949999999999994 0.093240000000000017 -0.090394999999999989 0.074650000000000008 -0.0017649999999999999 0.084630000000000025 -0.23071499999999998 -0.063364999999999991 -0.09547499999999999 -0.045004999999999996 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 -7 -6 -8 11 -11 13 16 15 -5 -13 -14 -15 -18
right_child=-2 2 3 14 5 6 9 -9 -10 10 -12 12 17 18 -16 -17 19 -19 -20 -21
leaf_value=-0.00099232653851110244 -0.0011786563399506834 -0.00049019444748215854 0.00065251383510542857 -0.00023253294168424407 -0.00084179097026952849 -0.001050552724939674 -0.00059357885768531967 0.00015556236504406991 0.00016433190593535902 -0.00047485932404117145 -0.00047655666670983144 0.0010526818221029569 0.00034105661050631099 0.00020346547811009476 0.0011531684495343763 0.00090307233872497005 -0.0001075709815549376 0.0011250011203285352 -0.00053551352858172781 0.0006923815885913774
leaf_weight=0.0011044759421575115 0.0010399760103021868 0.0013735816954282823 0.0016502754336972748 0.0013380353675159773 0.0017656662791523626 0.0011907301269670741 0.0011513469389186079 0.0011908339819689043 0.0011226651231274198 0.0010592996640790301 0.0011363678491760907 0.0012042757671665454 0.0012976821408435917 0.0015157860631025422 0.0010653557441600613 0.00103837798461715 0.0011357727349405838 0.0016766221341651087 0.0017123350723615774 0.0010952116187918914
leaf_count=576 135 79 360 166 567 343 108 256 120 89 83 133 81 48 80 112 102 138 128 206
internal_value=0 2.67655e-05 7.22976e-05 0.000105391 3.0415e-05 -2.58248e-05 5.40412e-05 -0.000447469 -0.000450721 0.000146025 0.000217986 0.000291769 0.000376031 0.000194388 0.000539004 0.000263672 0.000554208 0.000782968 -0.000188521 0.000285133
internal_weight=0 0.0258247 0.0247202 0.0233466 0.0199049 0.0182546 0.0153663 0.00238156 0.00288833 0.0129847 0.0118334 0.010697 0.00963769 0.00666338 0.00344177 0.00237641 0.00343526 0.0029743 0.00322812 0.00223098
internal_count=3910 3775 3199 3120 2762 2402 1715 599 687 1116 1008 925 836 617 358 278 441 219 176 308
is_linear=0
shrinkage=0.0016407


Tree=2389
num_leaves=21
num_cat=0
split_feature=14 1213 1456 453 11 1374 151 1 4 3 13 4 4 157 0 16 52 43 3 0
split_gain=0.000533239 0.00046597 0.000280705 0.000229498 0.000224341 0.000224351 0.000224117 0.000238832 0.000180306 0.000208418 0.000230129 0.000279327 0.000276878 0.000186505 0.000172531 0.000177182 0.000221127 0.000119447 9.33445e-05 8.74866e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 -0.039414999999999999 0.085990000000000011 -0.51381999999999983 -0.14818499999999998 -0.091229999999999992 -0.23071499999999998 -0.077679999999999985 -0.052249999999999991 -0.07773999999999999 -0.089559999999999987 0.071660000000000015 -0.078644999999999979 0.14320000000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -8 -10 12 -12 -11 -13 15 16 -15 -16 -14 -17
right_child=-2 2 3 -5 -6 6 8 -9 9 10 11 13 18 14 17 19 -18 -19 -20 -21
leaf_value=-0.0010586865083044954 -0.0012170035619897678 -0.00080161422947235363 -0.00047798825460906651 -0.00066581010851770575 -0.00058572184158739991 7.0830395921276474e-05 -0.00045239650870198845 0.0010982122026816439 0.0009523775210284757 0.0011962824599641066 -0.00077043219251166561 0.0008298907748404738 0.00053599707408980512 -0.00022928814099397395 2.1898723201023026e-05 -0.00078747487112303951 0.00064869454992312256 0.00070066036826888108 -0.00014151230229185569 -0.0001835642526350259
leaf_weight=0.0011045716936100422 0.0010459978473612982 0.0010219025326484955 0.0013821835567702214 0.001056154177927481 0.0011521715536084711 0.0011006014825573193 0.0012906692508849104 0.001644322298057721 0.0010331248656791853 0.0012242771303010436 0.0011128906460822147 0.0010007234602381421 0.0011828521562764682 0.0018689839089704252 0.0013954718873506501 0.0011078323402502442 0.001512080319329541 0.0016470840987385434 0.001187303317849206 0.001893834215839202
leaf_count=576 135 310 66 90 121 198 59 269 94 63 84 218 115 205 154 54 184 338 113 464
internal_value=0 2.61232e-05 7.44116e-05 0.000112037 0.00014817 0.000187345 0.000232866 0.000686274 0.000161573 0.00021059 0.00015995 4.24652e-05 0.0005371 0.000129235 5.48437e-05 -0.000104609 0.000163363 0.000389346 0.000196606 -0.000406451
internal_weight=0 0.025919 0.0248145 0.0237926 0.0227364 0.0215842 0.0202021 0.00274492 0.0174571 0.0161665 0.0151333 0.0115389 0.00359443 0.010426 0.00942529 0.00638273 0.00338106 0.00304256 0.00237016 0.00300167
internal_count=3910 3775 3199 2889 2799 2678 2612 467 2145 2086 1992 1701 291 1617 1399 907 389 492 228 518
is_linear=0
shrinkage=0.00170698


Tree=2390
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 0 403 1 2 1 52 16 12 3 2 16 52 4 2 52
split_gain=0.000400189 0.000238582 0.000237096 0.00022808 0.000237761 0.000157797 0.000198149 0.000144944 0.000166053 0.000214433 0.000156841 0.000190921 0.000207468 0.00015758 0.000135013 0.000141873 0.000213268 0.000159108 8.38121e-05 5.44987e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.18055000000000002 0.092300000000000007 0.094385000000000011 0.10393500000000001 0.09112000000000002 -0.27466499999999994 -0.095609999999999987 0.090385000000000007 0.10666500000000002 0.097940000000000013 0.070590000000000014 -0.068164999999999989 -0.083329999999999987 0.089505000000000015 -0.087094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 14 -9 12 -12 -13 15 16 19 -18 -19 -3
right_child=1 2 -4 -5 -6 -7 -8 10 -10 -11 11 13 -14 -15 -16 -17 17 18 -20 -21
leaf_value=-0.00093528594513489916 -0.00070240509119650274 0.00021537488303763474 -0.00066593356294228942 -0.00057351654358785327 0.00064838021536013169 0.00066242144607130669 0.00065007690483344968 -0.00032601737915335531 -0.00063138914097448371 -0.00066526229092322704 -0.00046996603375935251 0.00084810278395616116 0.00046281583868328031 0.00016001325836597578 0.00055075783457192245 -0.00055467797111729785 0.00026151998772898556 -0.00074849446883595047 -0.00012175436996965997 0.00072130720954376875
leaf_weight=0.0010601457199884414 0.001004008352684607 0.0010272350092342397 0.0010074061720857222 0.0011361600301857877 0.0019738846526554344 0.0010655858231888018 0.0012248380675614337 0.0011969870592765108 0.0012858270910657285 0.0011248476690094433 0.0012611459708028322 0.0017492927843681871 0.0010399658684348001 0.0014591330558846316 0.0011314861525863751 0.0010282843459453392 0.0012609475314227731 0.001026416963325132 0.0010137417345867095 0.0010086474950732833
leaf_count=592 332 146 91 141 369 28 127 107 240 115 64 265 37 86 108 152 200 418 247 45
internal_value=0 3.53438e-05 6.75179e-05 0.000101082 0.000137792 8.44794e-05 4.99565e-05 5.71355e-06 -0.000113098 -3.58004e-05 0.000181232 0.000291436 -4.8404e-05 0.000535172 5.86469e-05 -2.88304e-05 7.24853e-05 -0.000170225 -0.000437071 0.000466031
internal_weight=0 0.0240258 0.0230218 0.0220144 0.0208783 0.0189044 0.0178388 0.016614 0.00990743 0.00862161 0.00670652 0.00550954 0.00230111 0.00320843 0.00749676 0.00636527 0.00533699 0.00330111 0.00204016 0.00203588
internal_count=3910 3318 2986 2895 2754 2385 2357 2230 1671 1431 559 452 101 351 1316 1208 1056 865 665 191
is_linear=0
shrinkage=0.00154607


Tree=2391
num_leaves=16
num_cat=0
split_feature=4 0 4 457 42 40 42 457 3 4 4 15 0 3 12
split_gain=5.92604e-05 0.000126545 0.000101999 8.27332e-05 6.78552e-05 7.45909e-05 0.000107024 9.70049e-05 0.000142574 0.000239617 0.000133839 0.000129365 0.000140501 0.00011029 2.13798e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.08422499999999998 -0.066264999999999991 0.098285000000000011 -1.0000000180025095e-35 -0.088669999999999985 0.081330000000000013 -0.078884999999999997 0.053925000000000008 -1.0000000180025095e-35 -0.10071499999999999 -0.14136999999999997 0.090325000000000003 0.09258000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 -8 -10 12 -12 -9 -3
right_child=1 14 3 4 -6 6 7 13 10 -11 11 -13 -14 -15 -16
leaf_value=-0.0019695377740550912 -0.0021668389137002525 0.0028565502867568494 -0.002202866613957966 -0.0020753831292541877 0.0020376195462660867 0.00225573574217411 -0.005288102606676468 -0.00071286722070630117 0.0020237569917623596 0.00038391995245226304 -0.0016277134521573426 -0.0031706354326702735 0.0024756550937245084 0.002860769198649134 0.0011861100009472254
leaf_weight=0.0010092309223750503 0.0015629709532668451 0.0010097874910754345 0.001028089282944347 0.0010415883870037211 0.0012719751921550582 0.0015336746777368003 0.0010043837675511799 0.001022899728614135 0.001730475300365103 0.0010228089046053768 0.0012031178250161978 0.0010679387342639561 0.001075061602473143 0.0013807202905689042 0.0010776686629366816
leaf_count=80 506 207 277 236 451 214 778 103 308 147 83 202 116 82 120
internal_value=0 8.44142e-05 -0.000165592 5.18829e-05 0.000225462 3.4691e-05 0.00023375 -9.24237e-05 -0.000577078 -0.00242631 0.000161362 -0.000801793 0.000308646 0.00133995 0.00199417
internal_weight=0 0.0180332 0.0159457 0.0143827 0.0133546 0.0120827 0.0110411 0.00950741 0.00710379 0.00202719 0.00507659 0.00334612 0.00227818 0.00240362 0.00208746
internal_count=3910 3830 3503 2997 2720 2269 2033 1819 1634 925 709 401 199 185 327
is_linear=0
shrinkage=0.00824856


Tree=2392
num_leaves=15
num_cat=0
split_feature=41 1 3 16 50 12 159 0 15 2 15 151 14 15
split_gain=6.02381e-05 6.92303e-05 9.38099e-05 0.000129363 9.14867e-05 8.70367e-05 0.000106556 8.53127e-05 8.21723e-05 0.000123155 6.53956e-05 0.000145919 4.6456e-05 4.95868e-05
threshold=0.078535000000000008 0.10113500000000002 0.090325000000000003 0.058875000000000004 0.078570000000000015 0.095295000000000019 0.083280000000000007 -0.076734999999999984 -0.0071449999999999994 0.088485000000000022 -0.091704999999999995 -0.0074049999999999993 -1.0000000180025095e-35 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 10 -10 11 -1 -4 -14
right_child=-2 2 12 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.0029089886598960518 -0.0023884451497016134 0.0040254968928508123 -0.0018808013389962665 -0.00051018792134214467 -0.0033201945326490267 -0.0023497031314410042 -0.0025627413937304388 0.0026860241190423849 -0.00071517220022182624 0.0039589203988898329 -0.0030406029121332243 -0.0020745301493279712 0.0022865468558816611 -0.00066757230889993239
leaf_weight=0.0010740179599712657 0.0010727343218779181 0.0017977023888743494 0.0011123536788003388 0.0010464574300973889 0.0010040194481877257 0.0015171446982633211 0.001180399105367623 0.0018218107892840783 0.0011841263676668334 0.0011876853385684172 0.0010146905431250393 0.0014556106709413992 0.0010800019161350616 0.0013383199974795201
leaf_count=97 195 397 72 215 590 460 286 207 598 163 256 131 151 92
internal_value=0 0.000114015 0.000970486 0.00235667 -0.000363266 -7.8774e-05 0.000307545 0.000745399 0.000147803 0.00162538 -0.000840972 4.13491e-05 -0.000146167 0.000651712
internal_weight=0 0.0178143 0.00637484 0.00284416 0.0114395 0.0104355 0.00891834 0.00773794 0.00591613 0.00237181 0.00354432 0.00252963 0.00353068 0.00241832
internal_count=3910 3715 927 612 2788 2198 1738 1452 1245 761 484 228 315 243
is_linear=0
shrinkage=0.0102561


Tree=2393
num_leaves=19
num_cat=0
split_feature=1213 14 13 52 39 48 457 132 50 133 16 42 52 4 47 12 0 2
split_gain=0.000365762 0.000331038 0.000161537 0.000216294 0.000185461 0.000274685 0.000256402 0.000267306 0.000296257 0.000273533 0.000220791 0.000187134 0.000393864 0.000213139 0.000300508 0.000169643 0.000159199 9.30572e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.091229999999999992 0.10062000000000001 0.084535000000000013 0.12649500000000002 0.082870000000000013 0.079995000000000011 0.086465000000000014 0.084760000000000016 -0.094359999999999986 -1.0000000180025095e-35 0.071660000000000015 0.05309500000000001 0.09252500000000001 0.090195000000000011 -0.13506999999999997 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 6 7 8 9 11 -8 -4 13 16 -15 17 -13 -2
right_child=1 -3 4 -5 -6 -7 10 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00099257250964230746 0.00047264661879196229 -0.00091630463353830607 -0.00051142752438374699 -0.00028086897336690344 0.000475116589079825 -0.00090699189865537007 -5.9948086494495671e-05 0.00071214600578528987 -0.00099345686896499521 -0.00082801584016748884 0.00086737968145144501 6.4335206043491093e-05 0.00077630256442380065 0.00070727395863603602 -0.00035804643925716189 0.00010579934378584464 -0.00078396318760521483 0.0011405917578088951
leaf_weight=0.0010338234538893104 0.0011804431030428995 0.0010069700614565571 0.0016309484348884249 0.0012693271787094229 0.0019661383863970273 0.0010264446662269213 0.0013435746585837016 0.0010027053273231204 0.0011530239557737279 0.0012662222313031034 0.0015470305899244483 0.0010079176126556145 0.0018825565221802787 0.0015508791966730891 0.0014210729722234916 0.0016786291508805729 0.001608119461407215 0.001156410060337152
leaf_count=592 119 122 346 104 336 67 60 198 441 528 131 46 144 65 49 88 338 136
internal_value=0 2.34626e-05 6.3406e-05 0.0003213 -1.06389e-05 -6.8731e-05 -1.291e-05 -0.000116606 -0.000188737 -9.92413e-05 0.000436351 2.14756e-06 0.00011427 -0.000108765 0.000197879 0.00051165 -0.000457127 0.000803184
internal_weight=0 0.0246984 0.0236914 0.00528481 0.0184066 0.0164405 0.0154141 0.0125234 0.0115207 0.0103677 0.00289061 0.00910149 0.00747055 0.00558799 0.00297195 0.00401548 0.00261604 0.00233685
internal_count=3910 3318 3196 447 2749 2413 2346 2155 1957 1516 191 988 642 498 114 343 384 255
is_linear=0
shrinkage=0.00167351


Tree=2394
num_leaves=15
num_cat=0
split_feature=11 4 151 457 160 133 40 2 4 15 13 15 16 4
split_gain=6.00614e-05 7.17985e-05 6.96005e-05 6.97183e-05 8.41398e-05 0.000147774 8.81575e-05 0.000100913 0.00014949 0.000106025 0.00011219 0.000139745 0.000152485 2.98301e-05
threshold=0.087830000000000005 0.27608500000000008 -0.095804999999999987 -0.0034949999999999994 -0.083654999999999993 -0.090054999999999982 -0.074429999999999982 0.11339500000000001 0.15927500000000003 0.085285000000000014 0.0034250000000000005 -0.095799999999999982 0.022165000000000004 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 9 10 11 -8 13 -13
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0022632904965923925 -0.0022383849372749304 0.0019177418079834921 -0.0025303440360691142 -0.0023298434472856324 -0.0028514136073524731 0.0030619972367918686 -0.0014329381327001561 -0.0022829853646398799 0.0035318743500216392 -0.0024960219360244318 -0.0018302384070715202 0.0046308375736031715 -0.00017199312016124096 0.0025559439220605934
leaf_weight=0.0010158636688480929 0.0010008388542762986 0.001697116166810171 0.0010734258182188853 0.0012960351914144122 0.0012714462986280059 0.0010423441524456097 0.001371135724133503 0.0012191168532913335 0.0012616275981862666 0.0011671943932137774 0.001382343932223102 0.0010808786459766632 0.0016613147491501452 0.001338021584396565
leaf_count=182 157 388 270 497 420 145 105 236 64 651 152 187 232 224
internal_value=0 0.000100039 -9.06107e-05 -0.000248294 -7.44569e-05 0.000153989 0.000485576 0.000229365 0.000560036 9.14189e-05 0.000533354 0.00113271 0.00199488 0.0034831
internal_weight=0 0.0178779 0.0161807 0.0151649 0.0140915 0.0127954 0.011524 0.0104816 0.00926252 0.00800089 0.00683369 0.00545135 0.00408021 0.0024189
internal_count=3910 3753 3365 3183 2913 2416 1996 1851 1615 1551 900 748 643 411
is_linear=0
shrinkage=0.00928922


Tree=2395
num_leaves=15
num_cat=0
split_feature=483 151 1 150 52 160 0 13 4 16 16 151 47 2
split_gain=5.70555e-05 6.48419e-05 0.000117953 7.51266e-05 0.000134898 0.00015174 0.000153549 0.000148525 0.000144843 0.000112042 0.000142228 0.000111121 9.04834e-05 5.05447e-05
threshold=0.088030000000000011 0.087190000000000017 0.13562500000000002 0.082085000000000019 0.11588000000000002 -0.026849999999999995 -0.084304999999999977 -0.09547499999999999 0.05309500000000001 0.28937500000000005 -0.078844999999999985 -0.051109999999999996 0.096300000000000011 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 10 -9 -5 13 -10
right_child=-2 -3 -4 11 -6 6 7 9 12 -11 -12 -13 -14 -15
leaf_value=0.0022704602259361918 -0.0021740794812130006 0.002331962513851032 0.0029518634248908659 0.002708780582532596 -0.0032426391467612562 -0.0044492340369485942 0.0035271378652059252 0.00051881320236346954 0.0017517395092195354 0.0021608616127773653 -0.0037487172321447842 -0.00091990582987153385 -0.0029365835166099007 -0.0011303205337343484
leaf_weight=0.0017852712506534535 0.0010053842256880314 0.0010568749315225901 0.0010640662730567489 0.0016336501954830416 0.0014298632167699917 0.0013553352082255913 0.0010689912358921023 0.0015051818902008813 0.0010506019415217286 0.0010654509415041827 0.001220190233905741 0.0013138697868638116 0.0011429283486423802 0.0010497324821068868
leaf_count=295 354 127 187 288 452 639 49 411 53 292 462 90 78 133
internal_value=0 0.000100657 -4.06788e-05 -0.000244523 -0.000555194 -0.00021343 -0.000682264 0.000469057 -0.00189898 -0.000393305 -0.00139182 0.00109128 -0.000833253 0.000311306
internal_weight=0 0.017742 0.0166851 0.0156211 0.0126735 0.0112437 0.00945841 0.00485981 0.0045986 0.00379082 0.00272537 0.00294752 0.00324326 0.00210033
internal_count=3910 3556 3429 3242 2864 2412 2117 1214 903 1165 873 378 264 186
is_linear=0
shrinkage=0.00928922


Tree=2396
num_leaves=15
num_cat=0
split_feature=1374 150 160 11 15 1 3 47 16 1 43 43 0 13
split_gain=5.01179e-05 0.000116631 0.000148493 8.94787e-05 6.6243e-05 0.000138951 0.000164444 0.000203114 0.000172311 0.000116019 9.65646e-05 0.000138464 0.000205594 0.000110754
threshold=-0.094679999999999986 0.084800000000000014 0.069910000000000014 0.077165000000000025 -0.017214999999999998 0.085110000000000005 0.10223 0.09252500000000001 -0.09601999999999998 0.10561500000000001 -0.083899999999999988 0.0016850000000000001 -0.084154999999999994 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7 -8 10 -6 12 -12 -13
right_child=1 2 -4 -5 9 6 8 -9 -10 -11 11 13 -14 -15
leaf_value=-0.0017407161040827882 -0.0031162437689736216 -0.00035588389751581572 0.0037034943856657835 -0.0021466029454428512 0.0015993950203207819 0.0034254529832795136 0.00047068452379566469 -0.00060776824956898122 -0.0040198932777739159 0.0028802528184824249 0.00036505605584358295 0.0028262634401841733 -0.0044489040352635109 -0.00070976452077055015
leaf_weight=0.0010028894739297902 0.0011147673589504458 0.0010873392237552458 0.0011823349947201189 0.0013122737914842185 0.00192378634424942 0.0013577191653101148 0.0010918422649419772 0.0018601721211280054 0.0010571650504012653 0.0011185187811731598 0.0011741042599484144 0.0010027779053189689 0.0010621045376171478 0.0012518591054090089
leaf_count=68 749 307 89 252 382 281 109 207 74 105 352 49 537 349
internal_value=0 8.14338e-05 0.00175876 -0.000166948 1.84161e-05 -0.000569208 -4.01587e-05 0.00109396 -0.00173837 0.000524019 0.000113163 -0.000523509 -0.00192137 0.000862928
internal_weight=0 0.0175968 0.00226967 0.0153271 0.0140148 0.00648167 0.0053669 0.00321789 0.00214901 0.00753315 0.00641463 0.00449085 0.00223621 0.00225464
internal_count=3910 3842 396 3446 3194 1420 671 488 183 1774 1669 1287 889 398
is_linear=0
shrinkage=0.00792826


Tree=2397
num_leaves=22
num_cat=0
split_feature=14 1213 1456 453 11 4 1374 15 48 150 0 133 160 12 47 0 16 43 16 16 51
split_gain=0.00051414 0.000470025 0.000375904 0.000284746 0.000192544 0.000233387 0.000167739 0.000176958 0.000198261 0.000183756 0.000290046 0.000199851 0.000274458 0.00016868 0.000153179 0.000206981 0.000251705 0.000314031 0.00019459 0.000117855 0.00010069
threshold=0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27020000000000005 -0.094679999999999986 -0.11739999999999999 0.090910000000000005 0.086420000000000011 -0.14674999999999996 -0.085714999999999986 -1.0000000180025095e-35 0.088325000000000015 0.09550500000000002 -0.089879999999999974 -0.083144999999999983 -0.17307499999999998 0.15737500000000001 -0.10486499999999999 0.043405000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 9 10 -9 13 -13 -12 15 -14 -17 -18 -19 -7 -10
right_child=-2 2 3 -5 -6 19 7 8 20 -11 11 12 14 -15 -16 16 17 18 -20 -21 -22
leaf_value=-0.0010108559982268299 -0.0011293848825872956 -0.00088629012660883808 -0.00040841033679593847 -0.00068337830600924551 -0.00048998879694510855 0.00097274357597389876 -0.00042727127830545746 0.00097706274208362643 0.00028308664473105109 -0.00049731228041256304 0.00012071554376436738 -0.0007536372336358222 -0.00043247542639700997 0.0010247867714695174 0.00056306654993195781 0.00071174678851590142 0.00060769958073791637 0.00012813898751426071 -0.00073992217977808105 0.00024377877052298894 0.00090869118612380668
leaf_weight=0.0010872520078948613 0.0010372252182259114 0.001023054302170103 0.0014233794898590437 0.0011201899593481493 0.0011673473828046612 0.0013390951687608545 0.0012204093997905596 0.0010974548456251726 0.0012749852779688963 0.001106671287215478 0.001094763643413846 0.0010610832028328148 0.0019768921614177178 0.0010423920130131908 0.0015977093892918237 0.0016018132225205607 0.0012981622525840529 0.001201402232298851 0.001505335388002349 0.00100414033392801 0.001392799739590736
leaf_count=576 135 310 64 90 121 299 175 52 112 165 104 420 106 167 62 159 56 371 163 88 115
internal_value=0 2.49389e-05 6.90175e-05 0.000108866 0.000146783 0.000180208 0.000123656 0.000164656 0.00020653 0.000132778 0.000184518 0.000114258 2.09015e-05 0.000561674 0.000110415 1.50504e-05 0.000172845 -4.26957e-05 -0.000354628 0.000660362 0.000609703
internal_weight=0 0.0266363 0.0255491 0.024526 0.0234058 0.0222385 0.0198953 0.0184719 0.0172515 0.0145837 0.013477 0.0123796 0.0102424 0.00213716 0.00918131 0.00758361 0.00560671 0.0040049 0.00270674 0.00234324 0.00266779
internal_count=3910 3775 3199 2889 2799 2678 2291 2227 2052 1825 1660 1608 1337 271 917 855 749 590 534 387 227
is_linear=0
shrinkage=0.00160853


Tree=2398
num_leaves=14
num_cat=0
split_feature=484 15 151 160 133 43 12 42 16 52 4 0 3
split_gain=5.55367e-05 6.19574e-05 5.61057e-05 7.66469e-05 0.000101362 0.000109241 0.000195288 0.000149432 0.000141441 0.000121765 0.000136959 0.000105836 8.25523e-05
threshold=-0.0043499999999999988 -0.24219999999999997 0.079335000000000017 0.087260000000000018 0.087485000000000021 -0.074254999999999988 0.089995000000000006 -1.0000000180025095e-35 -0.19424999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.070894999999999986 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 8 -3 -7 10 -10 -9 -5
right_child=1 2 -4 12 -6 6 -8 11 9 -11 -12 -13 -14
leaf_value=-0.0020038976400332917 0.0021784660205393259 -0.0012166243571582851 0.0020259439837779511 -0.0038607209548616947 -0.0020796588081458639 -0.0027585729788501749 -0.0037270477099822616 0.0011769810376439636 0.0019575577078465752 0.0036478959248558217 -0.0022946087438107314 0.0049831957877329329 6.9351937590882071e-07
leaf_weight=0.0012778914547682289 0.0013197977355072074 0.0011830892207429534 0.0011786411583598602 0.0010752301233603887 0.0018037217718709754 0.0010467509011045008 0.0013169708225864891 0.0015236694024655661 0.0017292420925872909 0.001421764567973046 0.0012816429004390882 0.0013292324883251412 0.0010768405686398808
leaf_count=612 291 191 124 216 645 115 477 275 282 416 113 117 36
internal_value=0 0.000125759 -4.3915e-05 -0.000208886 8.39955e-05 0.000444271 -0.000318594 0.00172889 0.000500626 0.00127027 0.000147539 0.00295038 -0.00192857
internal_weight=0 0.0172866 0.0159668 0.0147882 0.0126361 0.0108324 0.00679637 0.00403599 0.0054794 0.00443265 0.00301088 0.0028529 0.00215207
internal_count=3910 3298 3007 2883 2631 1986 1403 583 926 811 395 392 252
is_linear=0
shrinkage=0.0098578


Tree=2399
num_leaves=23
num_cat=0
split_feature=14 1213 13 453 13 2 132 52 39 4 50 52 43 49 42 457 0 1 4 13 4 15
split_gain=0.000455951 0.000391066 0.000245142 0.000236309 0.000204801 0.000255761 0.000201604 0.000270171 0.000266384 0.000300127 0.000367413 0.000244065 0.000190524 0.000329159 0.000216266 0.000211652 0.000296199 0.000246482 0.0001863 0.000165421 0.000160519 0.000122283
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.091229999999999992 1.0000000180025095e-35 -0.52445999999999982 0.099990000000000009 0.079995000000000011 -0.27466499999999994 0.005105000000000001 -0.23071499999999998 0.086465000000000014 0.095040000000000027 -1.0000000180025095e-35 -0.073619999999999977 0.08401500000000002 0.41137000000000007 -0.15291499999999997 0.095575000000000007 0.022820000000000003 -0.123625 -0.010764999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 19 7 -4 9 11 12 -9 14 -14 -11 16 -15 20 -7 -6 -18 -16
right_child=-2 2 3 -5 5 18 -8 8 -10 10 -12 -13 13 15 21 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00083716743239739923 -0.00094687216799640061 -0.00024974684768565004 -0.00055249991237313312 -0.00066429339462264559 -0.00027892762238411153 0.0012312279137098338 0.00054383371312705109 -0.00096949936169732744 0.00061080904223945664 -0.00060480660265623692 -0.0006996958732577097 -2.4461553945582833e-05 -0.00034611554466264065 0.0010912178496886311 -0.00020401593637228257 -0.00012947573971339128 0.00044982201017888134 0.00086418560034091452 0.0004098497558322837 0.00050732512375651088 -0.00032762172231580672 0.00047886582957366262
leaf_weight=0.0010533148014014093 0.0010439492425299767 0.0010498981502595761 0.001787784838509888 0.0011068393658693046 0.0011243480899982353 0.0010428559159580963 0.001363102184815136 0.001139964347220186 0.0014772269633675948 0.0012509947169794516 0.001160003858511993 0.0010911906548753958 0.0013987558011364642 0.0014647561890992478 0.0010535615581816842 0.0011353574727195337 0.0010250987321734906 0.0011179297594545098 0.0012252137163142884 0.0010611191310364232 0.0011492041658479075 0.0010868429763729683
leaf_count=576 135 53 345 84 94 81 235 75 303 341 400 37 52 77 250 19 128 60 110 109 101 245
internal_value=0 1.55791e-05 5.10646e-05 -2.30258e-05 0.00031774 0.000451521 1.49268e-05 -2.66539e-05 3.37992e-05 -2.6766e-05 6.37695e-05 -0.00050731 0.000146674 0.000276768 -0.000133013 0.000424631 0.000556881 0.000319147 0.000787519 0.000102825 3.89126e-05 0.000142734
internal_weight=0 0.0263654 0.025312 0.0198086 0.00550344 0.00445354 0.0187018 0.0173387 0.0155509 0.0140737 0.0118425 0.00223116 0.0106825 0.0072911 0.0033914 0.00589235 0.00475699 0.00329223 0.00226807 0.00218547 0.0021743 0.0021404
internal_count=3910 3775 3199 2752 447 394 2668 2433 2088 1785 1673 112 1273 437 836 385 366 289 191 203 229 495
is_linear=0
shrinkage=0.00142833


Tree=2400
num_leaves=15
num_cat=0
split_feature=52 1 0 160 52 43 16 3 42 49 3 4 4 13
split_gain=4.68769e-05 9.2347e-05 0.000128959 0.000113741 0.000106467 7.53468e-05 0.000126649 8.2169e-05 9.29555e-05 0.000206749 0.000104302 6.4538e-05 0.000196258 4.74606e-05
threshold=-0.40083499999999994 0.10113500000000002 -0.035699999999999989 -0.079684999999999992 -0.062489999999999997 -0.17307499999999998 0.15737500000000001 -0.115685 0.086325000000000013 -0.076864999999999975 0.092005000000000017 0.05309500000000001 -0.077679999999999985 -0.073799999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 7 -7 9 -9 11 12 -11 -6
right_child=1 2 -4 4 13 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0017552223213216545 0.0015400305482396372 -0.002237297965799359 0.0034856892535105955 0.0033745555934339561 0.0013487415547972263 0.0018700099476243849 -0.0032410457982267973 -0.0036866671562518108 -0.0025609873946385222 0.001169681955802948 0.0031017872919317231 0.0017252907549144885 -0.0036780963656519519 -0.00088260882361905729
leaf_weight=0.0011189021625671097 0.0013674221099129183 0.0010522134008363881 0.0012284578478244275 0.0010606407446260256 0.001348013805494487 0.0011834470631142836 0.0012625400861900051 0.0010254814784454881 0.0014979506804246867 0.0015956221474948996 0.0010365128511971022 0.0011259034565023127 0.0010682937074442019 0.0015941416296546876
leaf_count=401 189 135 188 179 181 145 133 104 897 488 64 107 525 174
internal_value=0 9.3026e-05 0.000941871 0.000323678 0.000996881 -0.000384767 -0.000653457 -0.000270607 -0.000615286 -0.000117224 0.000641198 -3.17709e-05 -0.000774393 0.000139734
internal_weight=0 0.0174466 0.00628347 0.00505501 0.0040028 0.0111632 0.00979575 0.00853321 0.00734976 0.00585181 0.00482633 0.00378982 0.00266392 0.00294216
internal_count=3910 3509 857 669 534 2652 2463 2330 2185 1288 1184 1120 1013 355
is_linear=0
shrinkage=0.00875344


Tree=2401
num_leaves=20
num_cat=0
split_feature=14 1213 13 132 52 39 50 4 453 51 52 457 4 1 13 2 3 47 2
split_gain=0.000473865 0.000347896 0.000216847 0.00029252 0.000252764 0.000317962 0.000278499 0.000309345 0.000291454 0.000235935 0.000192515 0.000178847 0.000207035 0.000329889 0.00016844 0.000233504 0.000143244 0.000116794 7.74373e-05
threshold=0.073890000000000011 -1.0000000180025095e-35 -0.091229999999999992 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.086465000000000014 -0.23071499999999998 1.0000000180025095e-35 0.08955500000000001 0.10062000000000001 0.082870000000000013 -0.076329999999999995 0.11198000000000001 -0.10547499999999999 0.097940000000000013 -0.084129999999999996 0.085765000000000022 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 6 7 -6 9 11 14 12 16 17 15 -3 -9 18 -14
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0008443629042197455 -0.0010613839662844294 -0.00016114819306247368 -0.0006313069113775536 0.00064818404551484558 -0.0005962656878164903 0.00078056270313135809 -0.00070930711157790528 0.00017420382866161361 -0.00070485963049261174 -0.00043512758774739784 -0.00018590460763742936 0.00070329655271159574 -0.00020561385553594547 0.00061056459215357852 0.0010352267276201781 0.00070506378026964265 0.0009802192454356881 7.5002338472808196e-05 -0.0007737727766276006
leaf_weight=0.0010636377320667597 0.0010041170490988965 0.0013552563553775286 0.0017438655094547699 0.0014573673738106805 0.0018080945273365413 0.0011263310702883571 0.0014739783422181877 0.0010937079706150876 0.0010044518055355436 0.0013589775991375017 0.0012887676259958347 0.0017280808758202149 0.0012491785993719254 0.0014930936322769678 0.0010438407362100372 0.0016489719370015483 0.0010172329990900657 0.0016209079120263828 0.0010599684190630287
leaf_count=576 135 102 353 245 89 291 428 217 58 70 104 138 325 94 76 165 111 113 220
internal_value=0 2.13101e-05 5.8782e-05 -1.77207e-05 -7.23093e-05 -1.15124e-05 -7.13567e-05 -1.35921e-06 9.11648e-05 0.000166446 0.000334516 0.00025471 0.000151819 -8.08039e-06 0.0005002 0.000314301 0.000562611 -0.000243114 -0.000466416
internal_weight=0 0.0256357 0.0245721 0.0192352 0.0177779 0.016034 0.0149077 0.0134337 0.0116256 0.0106211 0.00533684 0.00926217 0.00753409 0.00542315 0.00404807 0.00300423 0.00211094 0.00393005 0.00230915
internal_count=3910 3775 3199 2752 2507 2154 1863 1435 1346 1288 447 1218 1080 752 343 267 328 658 545
is_linear=0
shrinkage=0.00154607


Tree=2402
num_leaves=19
num_cat=0
split_feature=14 157 0 16 160 15 50 160 4 4 52 13 3 3 15 48 12 42
split_gain=0.000290922 0.000144467 0.000140317 0.000174177 0.000377338 0.000410564 0.000264137 0.00019097 0.000284228 0.000187909 0.000170587 0.000155277 0.000166276 0.000208975 0.000127135 0.000172933 0.000121549 7.91865e-05
threshold=0.056865000000000006 -0.077044999999999988 0.18055000000000002 -0.055679999999999993 0.085065000000000016 -0.07142999999999998 0.099470000000000017 -0.077604999999999993 -0.10647999999999999 -0.00027999999999999998 0.090640000000000012 -0.098524999999999988 -0.083144999999999983 -0.0086749999999999969 -0.10312999999999999 0.087945000000000009 0.087020000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 10 -7 -9 -10 11 16 17 -14 -15 -16 -3 -13
right_child=-2 2 -4 4 -6 7 -8 8 9 -11 -12 12 13 14 15 -17 -18 -19
leaf_value=0.00043862645449699029 -0.00083933353321668917 0.00084687356064688649 0.00052958110040860168 -0.0011102583085490121 0.00051412057319056149 0.00043098619905931532 0.00080488474244949106 -0.00090556540755499918 0.00047931801898012672 -0.00041615085212019944 -0.00044955669842751465 5.9332158393255862e-05 -0.00078497290620295316 -0.0004808172715744542 0.00044797484591346191 -0.00033445480058430825 0.0001060830475026914 0.00063431299993351234
leaf_weight=0.0019569674502819432 0.0010018495219346673 0.001033259670731204 0.001139334324220624 0.0015051210346866822 0.0013964127028887469 0.0010431121267698296 0.0011217012479061384 0.0013625646208615186 0.0010893116401889669 0.0012532743184385945 0.0017541826509537917 0.0013139814552927051 0.0011199064574586304 0.0010740936141238645 0.0018559852158335543 0.0011303284983492645 0.0011797515874176212 0.0010896131656565576
leaf_count=452 144 107 44 339 253 247 258 153 223 144 414 383 400 88 79 38 66 78
internal_value=0 2.84491e-05 -8.95217e-06 -3.91437e-05 -0.000227051 -0.000392559 7.42848e-05 -0.00016506 -0.000332865 2.45678e-07 3.3379e-06 8.44307e-05 -2.28155e-05 -0.000181871 -1.55285e-05 0.000151823 0.00045196 0.000319986
internal_weight=0 0.0234189 0.0214619 0.0203226 0.0076498 0.00625338 0.0126728 0.00474826 0.00370515 0.00234259 0.0115511 0.00979692 0.00758391 0.00518031 0.00406041 0.00298631 0.00221301 0.00240359
internal_count=3910 3766 3314 3270 1359 1106 1911 767 520 367 1653 1239 1066 605 205 117 173 461
is_linear=0
shrinkage=0.00157699


Tree=2403
num_leaves=20
num_cat=0
split_feature=1213 14 13 39 48 457 16 4 52 133 50 49 160 52 4 12 12 2 0
split_gain=0.000385034 0.000274902 0.000212709 0.000211965 0.000242274 0.000210537 0.000236069 0.00018159 0.00016961 0.000164179 0.000224326 0.000191014 0.00020288 0.000209743 0.00045637 0.000295756 0.000160362 0.000116223 9.79177e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.091229999999999992 0.005105000000000001 0.12649500000000002 0.082870000000000013 -0.094359999999999986 0.074650000000000008 0.090640000000000012 0.084760000000000016 0.086815000000000017 -0.059914999999999989 -0.081299999999999983 0.071660000000000015 -0.032604999999999995 0.093125000000000013 0.090385000000000007 0.099990000000000009 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 9 -7 -5 16 10 11 -4 -13 14 -14 18 17 -2 -16
right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0011864182883351828 0.00033514491549966355 -0.0010308992963327839 -0.00072951824289586127 0.000778244116262569 -0.0010853747033648402 -0.00031010076672332654 0.00072291110832668629 -0.0002234783066717874 -0.00028702470594240049 -0.00080317900628752476 -0.00099137371635643883 0.00052798087666237426 -0.001411116712838896 0.00033679742460814049 -0.00073517989682516478 0.0006969366933937143 -7.6198725642238146e-06 0.0011707076409396638 -2.3643647347234516e-05
leaf_weight=0.0011627878096323726 0.0010738033986988698 0.001047769487457168 0.0014394670564990006 0.0012339948496432728 0.0010529795601761363 0.0013214280256077515 0.001478265118999623 0.001061947830241221 0.0014919615567717814 0.0017790313355070817 0.0010693269276135378 0.0016510994235503524 0.001034526556928427 0.0018394318118193642 0.0013452113121012986 0.0010949358760412586 0.001562165641918245 0.0010273832923339173 0.0011160901694152693
leaf_count=592 110 122 81 178 67 60 128 179 119 827 240 184 253 246 58 114 85 133 134
internal_value=0 -0.000140713 -0.000101313 -0.000190137 -0.000261619 -0.000204436 0.00023534 0.000314915 0.000217739 -0.000303977 -0.000220116 -0.000133492 -2.73264e-05 -0.000169914 -0.000372944 -7.09345e-05 0.000423312 0.000743697 -0.00041253
internal_weight=0 0.0247208 0.023673 0.0185177 0.0162218 0.0151688 0.00279969 0.00229594 0.00515531 0.0123691 0.0105901 0.00952076 0.0080813 0.0064302 0.00459076 0.00355624 0.00366335 0.00210119 0.0024613
internal_count=3910 3318 3196 2749 2392 2325 188 357 447 2137 1310 1070 989 805 559 306 328 243 192
is_linear=0
shrinkage=0.00177594


Tree=2404
num_leaves=15
num_cat=0
split_feature=484 1374 52 52 1 3 160 12 50 1 4 42 133 13
split_gain=4.84219e-05 5.38052e-05 0.00010412 0.000183224 0.000119168 0.000140552 7.42185e-05 9.12724e-05 9.97323e-05 0.000197215 0.000134682 0.000111782 0.00021701 8.78063e-05
threshold=-0.0043499999999999988 -0.094679999999999986 -0.062489999999999997 -0.40083499999999994 0.080320000000000016 0.082730000000000012 -1.0000000180025095e-35 0.10129000000000001 0.077805000000000013 0.092550000000000007 0.18622000000000002 -1.0000000180025095e-35 0.08493500000000001 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -4 8 9 11 -11 -8 13 -13
right_child=1 2 6 4 5 -7 7 -9 -10 10 -12 12 -14 -15
leaf_value=-0.0018422230575396556 -0.0020577281577814285 -0.0021324380086987275 -0.002074128559481146 0.00010308227383646181 0.0062683610564619784 0.0016527001409527954 -0.001470062332207193 -0.0022228597763938218 0.0031784933073322557 -0.0047195428773067665 -0.00029898379104630236 0.0016755187360016914 -0.0015132301815527647 0.0054461823269437784
leaf_weight=0.001294325274414229 0.0010209035588024653 0.0010801195474686408 0.0018119561117220526 0.001400732345687993 0.0010736405396818381 0.0014463232276702431 0.0010495024741827537 0.0014002848443611113 0.0010835177867475759 0.0010561531396504624 0.0016486003616969368 0.0010345151512946849 0.0010486611553139902 0.0013038325864975827
leaf_count=612 68 356 616 198 257 120 438 231 283 70 247 224 139 51
internal_value=0 9.51299e-05 0.000228837 0.00139205 0.00236302 0.00361922 -0.000279777 5.80164e-05 0.00044634 3.18004e-05 -0.00202513 0.00128582 0.00213976 0.00377799
internal_weight=0 0.0174587 0.0164378 0.00500082 0.0039207 0.00251996 0.011437 0.00962507 0.00822478 0.00714126 0.00270475 0.00443651 0.00338701 0.00233835
internal_count=3910 3298 3230 931 575 377 2299 1683 1452 1169 317 852 414 275
is_linear=0
shrinkage=0.00966451


Tree=2405
num_leaves=15
num_cat=0
split_feature=475 42 150 4 3 43 151 16 43 52 42 16 16 16
split_gain=5.27841e-05 7.79691e-05 0.000109987 0.000159344 0.000153603 0.000109662 0.000126311 0.000111786 0.000215976 0.000103114 0.000101145 7.12749e-05 0.000111195 2.20975e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 -0.055684999999999991 -0.074254999999999988 -0.0074049999999999993 0.20277000000000003 -0.089949999999999988 -0.080899999999999986 -0.09547499999999999 -0.091624999999999984 -0.055679999999999993 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 5 -5 7 -7 8 -4 -8 -2 13 -13 -11
right_child=1 2 3 4 -6 6 9 -9 -10 11 -12 12 -14 -15
leaf_value=-0.0016386499210222119 0.00017903744467560035 -0.0023743804811170817 -0.0027025945870628029 0.00030099525102779005 0.0055519799374703109 0.0027130946299803883 -0.0037308795897032757 0.0043818182427819803 0.0034629391022767556 -0.0007756139050102592 -0.0035922878524823391 0.0023810768736107499 -0.0013815414152174475 -0.002815744814168276
leaf_weight=0.0018008119324599272 0.0017138280017114128 0.0012283222517661683 0.0010753941033876946 0.0010011126503396903 0.0011787596359401813 0.0010430670542550544 0.0011008068114289546 0.0010401706323748816 0.0011346264746775487 0.0010077868916200661 0.0011579971377280859 0.0015691352268152547 0.0014861068575294789 0.0010570882305820646
leaf_count=621 296 145 171 104 258 88 181 116 337 71 698 346 319 159
internal_value=0 0.000137239 0.000442298 0.000714849 0.00314045 0.000211957 -0.000461464 0.00171701 0.000462796 -0.000993744 -0.00134166 -0.00040527 0.000550894 -0.00182003
internal_weight=0 0.0167942 0.0139224 0.0126941 0.00217987 0.0105142 0.00726399 0.00325019 0.00221002 0.00622092 0.00287183 0.00512012 0.00305524 0.00206488
internal_count=3910 3289 2295 2150 362 1788 1164 624 508 1076 994 895 665 230
is_linear=0
shrinkage=0.0098578


Tree=2406
num_leaves=14
num_cat=0
split_feature=13 39 48 48 51 4 1 47 4 15 4 39 4
split_gain=5.41742e-05 0.000103087 0.000148927 0.000196091 0.000134399 0.000147627 0.000109956 0.000166336 0.000165785 0.000130708 0.000104344 6.34405e-05 1.73224e-05
threshold=-0.45122499999999993 0.005105000000000001 0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.23071499999999998 1.0000000180025095e-35 0.09252500000000001 0.0066400000000000009 0.083935000000000023 -0.077679999999999985 0.10096000000000001 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 10 -7 -8 -3 -10
right_child=1 11 -4 -5 -6 6 7 -9 12 -11 -12 -13 -14
leaf_value=0.0016926923824939941 -0.0029703498997542066 0.0031437710477284315 -0.0035556874935158338 0.0034720241097651087 -0.0031014362751612674 -0.0029820223232234575 0.0023246606717867747 -0.0016076842985078173 0.0043575918003681442 0.00048242617898399336 -0.00117034123118886 4.9869925258499307e-05 0.0027502973761186315
leaf_weight=0.0013516544549592819 0.0013185312342151043 0.001115952433765186 0.0011205912659371089 0.0010851958082393068 0.0013907171175099433 0.0015713988518577804 0.0011605000907819671 0.0016048836127617316 0.001094783280282563 0.0019398378483741797 0.0016480187015768602 0.0010033793640375887 0.0010445374910344821
leaf_count=112 180 282 107 195 317 779 267 135 78 779 360 149 170
internal_value=0 -0.000164101 -0.000424875 -0.000171717 -0.000481285 -0.000161154 0.000206894 0.000890055 0.00170022 -0.00106803 0.000273819 0.00167899 0.00357282
internal_weight=0 0.0170983 0.014979 0.0138584 0.0127732 0.0113825 0.010064 0.00655272 0.00494784 0.00351124 0.00280852 0.00211933 0.00213932
internal_count=3910 3798 3367 3260 3065 2748 2568 1010 875 1558 627 431 248
is_linear=0
shrinkage=0.00892851


Tree=2407
num_leaves=20
num_cat=0
split_feature=14 128 124 50 48 15 40 3 49 151 12 43 52 16 1 2 2 150 2
split_gain=0.000470737 0.000161703 0.00016197 0.000173355 0.000301122 0.000262127 0.000218853 0.000189187 0.000159304 0.000278351 0.000209249 0.000374969 0.000236748 0.000148052 0.000126996 0.000147973 0.000147628 0.00020568 0.000119737
threshold=0.073890000000000011 0.086435000000000012 -0.048219999999999992 0.10625000000000001 0.12675000000000003 -0.24219999999999997 -0.061244999999999994 0.12046500000000002 -0.14917999999999998 0.056555000000000001 0.090480000000000019 -0.074254999999999988 -0.089799999999999977 0.22945500000000005 0.094695000000000015 0.082715000000000025 0.096750000000000017 0.084800000000000014 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8 10 12 13 -10 -12 15 -14 17 18 -17
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 11 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.00056666305984614011 -0.0011270018847923523 -0.00061450100319663126 0.00087522896753044349 -0.00061710917443460296 -0.00082008884298068305 -0.00066034767952764719 0.00069343073259522036 0.0006766467259099677 -0.00046538273517531095 -0.00077659620935505028 -0.0002195355724416423 -0.00091692726349000022 -0.00023044163298335034 0.00063241978596452486 0.00074052424846564498 -5.3880326329927022e-05 -0.00021485422211005127 0.0011491925052021523 0.00060477153156900045
leaf_weight=0.0016801463443659346 0.0010129049078281124 0.0010202346969932349 0.0011749552142152923 0.0011093863010482657 0.0010285638415261636 0.0011101946493656803 0.0010135618853865909 0.0014876588603766052 0.0012713352952080708 0.0011669903104962751 0.0012708598436793339 0.0014743530244514498 0.0016192586708276124 0.0010377418062352262 0.0015593161934645446 0.0015320595553760599 0.0010354095703601907 0.0010071804533530737 0.0015601482279560264
leaf_count=295 135 258 181 359 79 83 55 104 256 77 219 583 192 117 88 518 48 92 171
internal_value=0 3.75309e-05 6.62798e-05 2.7102e-05 6.2222e-05 0.000109192 5.95915e-05 0.000106509 5.19575e-05 7.22491e-06 7.56521e-05 -0.000257625 0.000207192 0.000163428 0.000310047 0.000210662 0.000349764 0.000492373 0.000278437
internal_weight=0 0.0241594 0.0231391 0.021459 0.0203496 0.019321 0.0181461 0.0170359 0.0155482 0.0145347 0.0133677 0.00378295 0.00958471 0.0023086 0.00831337 0.00675406 0.0051348 0.00409939 0.00309221
internal_count=3910 3775 3517 3222 2863 2784 2603 2520 2416 2361 2284 919 1365 336 1109 1021 829 781 689
is_linear=0
shrinkage=0.00167351


Tree=2408
num_leaves=20
num_cat=0
split_feature=14 157 0 16 1 150 160 15 4 15 2 52 47 51 1374 0 0 42 403
split_gain=0.000395237 0.000201655 0.000180992 0.000186872 0.000267294 0.000352446 0.000259285 0.000440843 0.000236124 0.000228104 0.000187289 0.000216766 0.00020749 0.000186299 0.000283825 0.000143733 0.00013411 0.000121738 5.726e-05
threshold=0.064610000000000015 -0.077044999999999988 0.18055000000000002 -0.063614999999999991 0.077800000000000022 -1.0000000180025095e-35 0.085065000000000016 -0.10312999999999999 0.24280000000000004 0.085120000000000015 0.106035 0.09086000000000001 0.092255000000000018 0.077145000000000005 -0.094679999999999986 -0.13506999999999997 -0.070894999999999986 0.084745000000000015 0.023840000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 9 -6 7 -5 13 -3 11 12 16 -7 -15 -1 -9 -10 -11
right_child=-2 2 -4 6 5 8 -8 10 17 18 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0010739674972875637 -0.0011324248203984164 -0.00080370232049313398 0.00070167620306199922 -0.001508623189801232 -0.00074162875238734734 -0.00040266984890554398 0.000433311211116599 -0.0011120663881292476 0.0011165781336508719 -0.00020248984028030463 -0.00090922317157586822 0.00059878914303861661 0.00017969182683772898 -0.0003295385884719664 0.00090157319485173167 8.6196719993696322e-05 -0.00019171104987883238 0.00033422186152385681 0.00041745161839962713
leaf_weight=0.0010087831522014312 0.0010578541072727007 0.0017765961385355486 0.0010965182694019733 0.0010725301103096316 0.0010185081210045688 0.0014273375476971956 0.0014822301049935011 0.0011333194057847364 0.0018213724371973585 0.0010342965543194138 0.0011278764615140283 0.0012303086716507136 0.0017693558988711722 0.0010456851197702122 0.0016451040572064562 0.0010029286410092137 0.0010333623505936595 0.001082610477445452 0.0010008056601202853
leaf_count=37 138 530 44 149 64 289 258 300 190 348 245 233 100 22 153 415 130 144 121
internal_value=0 2.17856e-05 -2.9872e-05 -6.8621e-05 8.30659e-05 0.000274111 -0.00027179 -0.00041366 0.000421437 -0.000319936 -0.00022708 -7.81595e-05 -0.000289757 0.000136917 0.000423143 0.000581519 -0.000673118 0.000824914 0.00010238
internal_weight=0 0.0238095 0.0217978 0.0207013 0.0118523 0.00804062 0.00884898 0.00736675 0.00702211 0.0038117 0.00629422 0.00516635 0.00393604 0.00411813 0.00269079 0.00201171 0.00216668 0.00290398 0.0020351
internal_count=3910 3772 3320 3276 1861 862 1415 1157 798 999 1008 763 530 464 175 452 430 334 469
is_linear=0
shrinkage=0.00184769


Tree=2409
num_leaves=13
num_cat=0
split_feature=484 42 42 15 4 16 47 474 2 0 52 4
split_gain=4.98538e-05 5.94392e-05 0.000126177 0.000124983 0.000106877 9.65469e-05 7.95058e-05 0.000104968 0.000143566 0.000198899 0.000112285 0.000168866
threshold=-0.0043499999999999988 0.092395000000000019 0.088115000000000013 0.090505000000000016 0.074650000000000008 -0.27337499999999998 0.09550500000000002 0.084655000000000022 0.086545000000000025 -0.084304999999999977 -0.081429999999999989 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 7 8 9 -7 -10 -12
right_child=1 4 -4 -5 -6 6 -8 -9 10 -11 11 -13
leaf_value=-0.0018723776919767168 -0.0016697968109458806 -0.0028274414929741502 0.0032040937705541698 -0.0028159248137089462 0.0010987636434533132 -0.0043109466628876514 0.0028016586773889161 0.0032005618760254759 0.0032413777161877065 0.00082072514586825228 0.0018679950173436308 -0.0025775370714975544
leaf_weight=0.0012766835725268591 0.0018314126440231908 0.0015785591035196759 0.0013162140490342996 0.0012702056649935229 0.0010980435088027748 0.0014098102547198538 0.0014919113928021374 0.0010825904653170987 0.0014585502434898727 0.0014120374276626324 0.001919010943747212 0.0013663366405716887
leaf_count=612 293 507 322 277 188 327 130 222 292 293 310 137
internal_value=0 0.00010689 0.000350253 6.65875e-05 -0.00121676 0.000372425 0.000741267 0.000385832 -1.69303e-05 -0.00174309 0.00100985 1.91516e-05
internal_weight=0 0.0172347 0.0145581 0.0132419 0.0026766 0.0119717 0.0101402 0.00864834 0.00756575 0.00282185 0.0047439 0.00328535
internal_count=3910 3298 2603 2281 695 2004 1711 1581 1359 620 739 447
is_linear=0
shrinkage=0.00966451


Tree=2410
num_leaves=13
num_cat=0
split_feature=475 0 43 2 2 13 15 13 52 49 4 52
split_gain=5.59198e-05 8.7884e-05 0.000161724 0.000151995 8.35689e-05 0.000123425 9.15197e-05 7.66882e-05 0.000124513 7.42416e-05 9.25405e-05 3.01511e-06
threshold=-1.0000000180025095e-35 -0.017269999999999997 -0.24333999999999997 0.095195000000000016 0.097940000000000013 -0.089899999999999994 -0.074174999999999977 -0.084184999999999996 0.071660000000000015 -1.0000000180025095e-35 0.05309500000000001 0.10062000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 -6 -7 -4 9 -9 -11 -5
right_child=1 3 4 11 5 6 -8 8 -10 10 -12 -13
leaf_value=-0.0015886956691563629 -0.0034128728855163121 0.0044595285621983312 -0.0020387305109846056 0.00044146709709806404 0.0034289898884115868 0.0018434104459523011 -0.0013451151470478206 0.00061011127454580979 0.0023065420432509063 -0.0039923278397589867 -0.00024251108829874987 -0.0002717525076709
leaf_weight=0.0017839711288406375 0.0012156408568308229 0.0010346276227472936 0.0019531310549396304 0.0010402906496841877 0.001404235147168021 0.0014323378399522602 0.0016971613263057246 0.0019116699862256449 0.0015878393823589368 0.0010004097353774099 0.0013135634969548629 0.0010061354739435147
leaf_count=621 176 135 621 130 198 291 297 171 614 484 122 50
internal_value=0 0.000142067 -0.000180666 0.00155784 0.000138772 0.00114092 0.000114238 -0.000446227 8.87992e-05 -0.000744546 -0.00186369 9.08092e-05
internal_weight=0 0.016597 0.013516 0.00308105 0.0123003 0.00453373 0.0031295 0.00776661 0.00581348 0.00422564 0.00231397 0.00204643
internal_count=3910 3289 2974 315 2798 786 588 2012 1391 777 606 180
is_linear=0
shrinkage=0.00928922


Tree=2411
num_leaves=16
num_cat=0
split_feature=41 42 3 475 150 4 52 457 2 3 0 1 43 1 2
split_gain=5.8599e-05 5.76105e-05 8.0974e-05 9.12033e-05 8.81911e-05 0.000144489 0.000107246 9.33688e-05 0.000101889 0.000130668 0.000149136 7.5065e-05 7.175e-05 4.45826e-05 3.83193e-05
threshold=0.078535000000000008 -1.0000000180025095e-35 -0.11266 -1.0000000180025095e-35 -1.0000000180025095e-35 0.26450500000000005 -0.081429999999999989 0.093295000000000003 0.106035 -0.078884999999999997 -0.10209999999999998 0.090355000000000005 -0.074254999999999988 0.089075000000000015 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 14 -4 -5 6 12 8 9 -8 -11 -1 -6 -12 -3
right_child=-2 2 3 4 5 -7 7 -9 -10 10 13 -13 -14 -15 -16
leaf_value=-0.0025780007051573709 -0.002202005129313189 0.0033090186139608214 -0.002512308982941931 -0.0021608952877516653 0.0038444547788343535 0.0038524868120331521 -0.0030288001616934814 0.0021633203597811223 -0.0030485575014023228 -0.002017334623866344 0.0037249610890412069 0.00049371772304750389 0.00035573072729095436 0.00097025182579036382 0.0007425880445039516
leaf_weight=0.0015033857553120684 0.0010453749648452601 0.0010869955256817979 0.0011246754956422142 0.0011543619898968802 0.0010385917162231417 0.0010952711716231594 0.0010497429493746069 0.0010908548423953501 0.0014325389893725254 0.001093880553728277 0.0010143826664575041 0.001360620895399494 0.0010791208738328319 0.0010987467705457638 0.0010053748009530988
leaf_count=833 195 100 464 134 207 268 541 46 168 85 183 189 150 205 142
internal_value=0 0.000108357 0.000353008 5.92665e-05 0.000318714 0.000605147 0.00020542 -0.000375935 -0.000862808 -0.00012723 0.000822534 -0.0011187 0.00206671 0.00229262 0.00207586
internal_weight=0 0.0172285 0.0143645 0.0122722 0.0111475 0.00999313 0.00889786 0.00678015 0.00568929 0.00425675 0.00320701 0.00286401 0.00211771 0.00211313 0.00209237
internal_count=3910 3715 2693 2451 1987 1853 1585 1228 1182 1014 473 1022 357 388 242
is_linear=0
shrinkage=0.00947501


Tree=2412
num_leaves=19
num_cat=0
split_feature=1213 14 11 13 52 124 132 52 157 51 4 0 13 1374 2 42 2 0
split_gain=0.000409633 0.000362373 0.000191933 0.000193222 0.000282116 0.000244699 0.000244558 0.000322333 0.000219639 0.000216633 0.000207866 0.000162294 0.000400104 0.000154769 0.000140308 9.5316e-05 0.000108176 0.000138986
threshold=-1.0000000180025095e-35 0.064610000000000015 0.088315000000000018 -0.091229999999999992 0.090640000000000012 -0.048219999999999992 0.079995000000000011 -0.092854999999999979 -0.06588999999999999 -0.26585999999999993 0.26048500000000002 -0.082074999999999995 0.019675000000000002 -0.094679999999999986 0.099990000000000009 0.08401500000000002 0.089910000000000004 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 -5 7 9 -9 -7 11 13 -13 -10 -2 16 17 -15
right_child=1 -3 -4 5 -6 6 -8 8 10 -11 -12 12 -14 15 -16 -17 -18 -19
leaf_value=-0.0010375111083955359 0.00033218922450692346 -0.00093634802066946564 -0.00055773197243866172 0.00075724773219384208 -0.00017404727668873069 -8.0865166516747608e-05 0.00067005830070040583 0.00074700358181244218 -0.00035769461085714035 -0.0010889836887652546 -0.00057734458581397256 -0.00092228671206744182 0.00023456819362923064 -0.00042985906186133479 0.0010198370470231107 0.00071036866277678589 0.00053234902940283867 0.00034417487673774847
leaf_weight=0.0010129771034198742 0.0015935450259125855 0.0010063706405735581 0.0012434253867166225 0.0011430135311324236 0.0015614629524439705 0.0010212768003568587 0.0012443119294633194 0.0010200580278387295 0.0011189964457116765 0.0013095647029145131 0.0016975682652196752 0.0013860626156535615 0.0019189273811359708 0.0011760307337826956 0.0016014351153480835 0.0012475684033452644 0.001551470973482634 0.0013314583303089182
leaf_count=592 143 122 125 242 119 82 215 229 22 417 166 479 144 52 157 269 111 224
internal_value=0 2.74655e-05 6.93349e-05 0.000104901 0.000397522 2.38216e-05 -2.8497e-05 -8.73116e-05 1.7537e-05 -0.000647269 -4.75744e-05 4.48484e-05 -0.000250599 0.000196813 0.000676862 0.000313743 0.000191835 -1.88527e-05
internal_weight=0 0.0241725 0.0231662 0.0219228 0.00475644 0.0171663 0.0160233 0.014779 0.0124481 0.00233084 0.0114281 0.00973051 0.00330499 0.00642552 0.00319498 0.00530653 0.00405896 0.00250749
internal_count=3910 3318 3196 3071 419 2652 2410 2195 1696 499 1467 1301 623 678 300 656 387 276
is_linear=0
shrinkage=0.0016407


Tree=2413
num_leaves=18
num_cat=0
split_feature=1213 14 13 132 52 39 50 453 4 51 52 457 4 0 1 1 2
split_gain=0.000541373 0.00034388 0.000154157 0.000217264 0.000207062 0.000232619 0.000276113 0.000241627 0.000290989 0.000214491 0.000200747 0.000175386 0.000203135 0.000234201 0.0001674 0.000190843 0.000155553
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.091229999999999992 0.079995000000000011 -0.27466499999999994 0.084535000000000013 0.086465000000000014 1.0000000180025095e-35 -0.23071499999999998 0.08955500000000001 0.10062000000000001 0.082870000000000013 -0.076329999999999995 -0.099864999999999995 0.11198000000000001 0.092550000000000007 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -4 6 7 8 -6 11 16 12 -10 14 15 -14 -2
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0011790356769543736 0.00019449941025044128 -0.0009633488309645895 -0.00063990492412748011 0.00066723145506441921 -0.00058166218801802567 0.00077853210521220729 -0.00076989680544680447 -0.00078159592492587032 0.00066407073867396683 -0.00041938648577811538 -0.00025217191178209642 0.00082537522844712097 0.00053265027421288034 -0.00050694261609043878 0.00084898344977354598 -0.00045810841447382959 0.00088777355832142665
leaf_weight=0.0011701347212494237 0.001992339395091104 0.0010073302992219318 0.0016463649774044959 0.0013718907212039643 0.0016313689998356225 0.0011072999619895123 0.0014506475645094203 0.0010206134937761355 0.00200687125267969 0.0014140686635205077 0.0013058465034081479 0.0016369403655747128 0.001133752883660741 0.0017488195243329013 0.0010654882187166592 0.0012275095596199215 0.0019330719800011061
leaf_count=592 162 122 353 245 88 291 428 59 326 70 104 138 78 611 25 37 181
internal_value=0 3.29849e-05 7.53452e-05 5.85186e-07 -5.29303e-05 9.64503e-06 -4.97428e-05 3.13325e-05 0.000101261 0.000210129 0.000339181 0.000311063 0.000193847 1.15141e-05 0.000276105 1.76013e-05 0.000535903
internal_weight=0 0.0247002 0.0236929 0.0184616 0.0170897 0.0154434 0.0143361 0.0128854 0.0118648 0.0102335 0.00523126 0.00881938 0.00718244 0.00517557 0.00342675 0.00236126 0.00392541
internal_count=3910 3318 3196 2749 2504 2151 1860 1432 1373 1285 447 1215 1077 751 140 115 343
is_linear=0
shrinkage=0.00174112


Tree=2414
num_leaves=18
num_cat=0
split_feature=1213 14 13 132 52 50 159 150 4 4 15 52 457 0 2 3 0
split_gain=0.000455778 0.000264854 0.000188261 0.000222053 0.000228751 0.00023529 0.000208027 0.000224967 0.000207342 0.000211465 0.000219127 0.000189085 0.000172725 0.000189246 0.000152468 0.000115649 0.000110374
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.091229999999999992 0.079995000000000011 -0.27466499999999994 0.086465000000000014 -0.025079999999999995 -1.0000000180025095e-35 -0.23071499999999998 -0.029114999999999999 0.084050000000000014 0.10062000000000001 0.082870000000000013 -0.099864999999999995 0.097940000000000013 0.090325000000000003 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -4 6 -6 -8 -9 10 -10 14 13 16 -2 -14 -11
right_child=1 -3 3 -5 5 -7 7 8 9 12 -12 -13 15 -15 -16 -17 -18
leaf_value=-0.0010593619504384996 0.00019966427387336794 -0.00079380918382851581 -0.00065685921117062697 0.00062820429656377998 0.0007232469215051687 -0.00060570169846105477 -0.00064662212083279962 -0.00045007783212524361 0.0011616006296476457 -0.00021953789515504686 0.00017759295186641641 -0.0002102042135840504 -4.2578125302834025e-06 -0.00066327795725670672 0.00085075149637692195 0.00074836030398631821 0.00038820922423375199
leaf_weight=0.00107666804868732 0.0019432133882823456 0.0010026567423903543 0.0015824506541469901 0.0013508681757770811 0.0011911424682622901 0.0015536058822561731 0.0012774592222730705 0.0016792876489981597 0.0010356929074572521 0.0017331207500410973 0.0014793418222431853 0.0012484084351150893 0.0010155201575155239 0.0013794310262445052 0.0019295583034178929 0.0011979146792548967 0.0015011482993734278
leaf_count=592 162 125 353 245 227 459 108 97 92 103 353 104 136 476 181 48 49
internal_value=0 3.17119e-05 6.75465e-05 -1.15116e-05 -6.34883e-05 -1.07137e-06 6.85619e-05 5.15609e-06 8.07015e-05 0.000176111 0.000582808 0.000345066 2.62886e-05 -0.000154469 0.00052406 0.00040306 6.25408e-05
internal_weight=0 0.0241008 0.0230982 0.017977 0.0166261 0.0150437 0.0134901 0.0122989 0.0110215 0.00934217 0.00251503 0.00512118 0.00682713 0.0046137 0.00387277 0.00221343 0.00323427
internal_count=3910 3318 3193 2746 2501 2148 1689 1462 1354 1257 445 447 812 628 343 184 152
is_linear=0
shrinkage=0.0016407


Tree=2415
num_leaves=14
num_cat=0
split_feature=42 51 52 50 1 42 0 52 48 0 4 1 15
split_gain=5.18294e-05 9.06228e-05 0.00013999 9.68285e-05 0.000131031 0.000156675 0.000147982 0.000143519 0.000115034 0.000113688 0.000108579 5.9893e-05 3.92368e-06
threshold=-0.11403999999999999 -0.07742499999999998 -0.091329999999999981 0.10119500000000002 0.122185 0.092395000000000019 -0.077944999999999987 0.086950000000000013 0.087945000000000009 -0.10071499999999999 -0.23071499999999998 0.085990000000000011 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 11 -8 -3 -13
right_child=1 3 -4 -5 -6 -7 10 -9 -10 -11 -12 12 -14
leaf_value=-0.0017978220147353387 0.0004660745377445046 0.00062174905610596774 -0.0036952147498883442 -0.0021835608180946408 0.0033269029871673037 -0.0019940995372590988 0.00076293821230817354 -0.0024489001403558662 -0.0011863384674761681 -0.00067624935756551612 0.0039146505135906279 0.0026240870177509554 0.0033542258945459258
leaf_weight=0.0010948779934726446 0.0012326270914500906 0.0011853993375819964 0.0010681927868032735 0.0010145689518787334 0.0010776518011497071 0.0018492583338158416 0.0016898861114504338 0.0013563022564023232 0.0019172556476873062 0.0014840313955136056 0.0014272982155767939 0.0010382051362994166 0.0010458312702764649
leaf_count=217 317 108 295 413 274 478 113 434 213 626 297 37 88
internal_value=0 8.94941e-05 -0.00146587 0.000326713 0.000507711 0.000273893 0.000650242 4.60666e-05 0.000553347 0.00125503 0.00220605 0.00213166 0.00299049
internal_weight=0 0.0173865 0.00230082 0.0150857 0.0140711 0.0129935 0.0111442 0.00802703 0.00667072 0.00475347 0.00311718 0.00326944 0.00208404
internal_count=3910 3693 612 3081 2668 2394 1916 1506 1072 859 410 233 125
is_linear=0
shrinkage=0.00841354


Tree=2416
num_leaves=20
num_cat=0
split_feature=1213 14 403 13 147 52 123 12 48 1 1 2 2 4 133 52 150 12 2
split_gain=0.00048965 0.000316861 0.00017676 0.000212625 0.000183787 0.000379791 0.000197673 0.000250416 0.000330296 0.000379481 0.000277207 0.000227009 0.000191252 0.000321452 0.000245831 0.000277187 0.000157647 0.000152454 0.000119666
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 -0.012339999999999999 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 -0.023959999999999995 0.12649500000000002 0.10786000000000001 0.092550000000000007 0.090695000000000012 0.10679500000000001 -0.0031049999999999997 0.084760000000000016 0.071660000000000015 0.087235000000000021 0.091405000000000014 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 10 12 -12 13 14 15 -9 18 -11 -15
right_child=1 -3 3 -5 -6 -7 -8 8 -10 17 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.0010591290307241505 -0.00065091168330768767 -0.00082220923671005267 0.00097183054043178355 8.0768921791766381e-05 0.00056224181367182523 -0.00088542840931855405 0.00058523265667709105 -0.00050973242358265879 -0.00079710730267749052 0.00088750928807874432 -0.0010250731079621469 -1.7661861393611126e-05 0.00069112212604341178 0.00025822418340650996 -0.00096783227316311578 0.00049797845973222695 -0.00015439296417649268 0.0002324326431705382 0.00092508634431824664
leaf_weight=0.0010386519777564043 0.001370540279040054 0.0010118801311663822 0.0010641166718296513 0.001606464007155666 0.0013612537680073996 0.0011543534535101282 0.0014093243119452882 0.0015402915188835846 0.001052723016317759 0.0016547642907050472 0.0011080332513259692 0.0010332550392542217 0.0010787059691379219 0.0017216037703975864 0.0010432245746361448 0.0011319598040753776 0.0012526201109377411 0.0017444025134532026 0.0010268645234330909
leaf_count=592 152 125 111 143 199 321 275 316 75 118 113 125 159 165 473 168 36 136 108
internal_value=0 2.47981e-05 6.14964e-05 0.00043582 1.3166e-05 -2.55156e-05 2.91204e-05 -1.76451e-05 3.87554e-05 0.000100136 -4.01e-05 -0.000538958 8.13515e-05 -3.88891e-06 -0.000331347 -8.28683e-05 0.000300194 0.000551334 0.000507373
internal_weight=0 0.0243664 0.0233545 0.00267058 0.0206839 0.0193227 0.0181683 0.016759 0.0153884 0.0143357 0.0109366 0.00214129 0.00879527 0.00771656 0.00371548 0.00267225 0.00400109 0.00339917 0.00274847
internal_count=3910 3318 3193 254 2939 2740 2419 2144 1992 1917 1663 238 1425 1266 957 484 309 254 273
is_linear=0
shrinkage=0.00154607


Tree=2417
num_leaves=15
num_cat=0
split_feature=2 4 15 40 133 4 3 159 42 48 3 2 151 4
split_gain=5.21432e-05 0.00014029 0.000157089 0.000138416 0.000146727 0.000125159 0.000161776 9.0628e-05 8.98006e-05 7.6485e-05 7.19164e-05 0.000130271 8.99867e-05 9.41396e-05
threshold=0.10910500000000002 0.15927500000000003 0.090505000000000016 -1.0000000180025095e-35 -0.085714999999999986 0.053925000000000008 0.090325000000000003 1.0000000180025095e-35 0.083815000000000014 0.08980500000000001 0.094625000000000015 0.09116500000000001 -0.016164999999999995 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 9 -7 10 -3 -2 11 12 -6 -14
right_child=5 8 -4 4 7 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0035845546985934281 0.0040262778601654293 0.0032957733332803205 -0.0042353084514667478 0.0028062065839440523 0.0025092618552670521 0.0022347775950989582 -0.0025994557260128641 -0.0030946291257983307 -0.00035194097017981877 0.00059950048434711069 0.0016995414421490057 -0.0031491211909029427 0.0014129103881548835 -0.0019252450962671554
leaf_weight=0.0010580257460297568 0.0011850818109430524 0.0013632156496405695 0.0010123280188902841 0.0013390239826896995 0.0010699906485493122 0.0010096201323338445 0.0014627672635859276 0.0010256913300783245 0.0010167023664689166 0.0010690330744981859 0.0014548875267748063 0.0013333105014275478 0.0011969395235187945 0.0018645994164912267
leaf_count=180 240 166 571 363 210 273 145 279 127 121 80 270 510 375
internal_value=0 -0.000313182 -0.00074299 -0.000401159 -3.83897e-05 0.00081799 -0.000625356 -0.000517783 0.00173747 0.0024011 -0.000135825 -0.000624449 0.000190303 -0.00062016
internal_weight=0 0.0137347 0.0113548 0.0103425 0.00928444 0.0047265 0.00247239 0.00794542 0.00237992 0.00225411 0.00691973 0.00546484 0.00413153 0.00306154
internal_count=3910 3131 2838 2267 2087 779 418 1724 293 361 1445 1365 1095 885
is_linear=0
shrinkage=0.00928922


Tree=2418
num_leaves=20
num_cat=0
split_feature=1213 14 13 132 52 52 39 50 159 12 47 13 2 2 42 133 160 4 1
split_gain=0.000424484 0.000320445 0.000189923 0.000252018 0.000251087 0.000208477 0.000403634 0.00030886 0.000223321 0.000184301 0.000306387 0.000176286 0.000205141 0.000175577 0.000227518 0.000443595 0.00023063 0.000230565 0.000313621
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.091229999999999992 0.079995000000000011 0.10062000000000001 -0.27466499999999994 0.084535000000000013 0.086465000000000014 0.09141500000000001 0.10058500000000002 0.09252500000000001 -0.10547499999999999 0.097940000000000013 0.085355000000000014 0.085195000000000007 0.032270000000000007 -0.082969999999999988 0.0057500000000000008 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 11 -4 7 8 9 10 13 12 -2 -7 16 -16 -15 18 -18
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20
leaf_value=-0.0010621357196999395 -0.00015858586133439697 -0.00090288798849514924 -0.00062701023047503489 0.00066001877226672036 -0.00031225267501657205 0.00069017752838715439 0.00092740560918045268 -0.00081119866934548351 -0.0007588940482325837 -0.00059193189951063305 -0.00054241731896046785 0.0011385696147204337 0.00071353720709737298 0.00062918383872320413 0.0013613719746884238 -0.00013792646378442758 2.3195293423917814e-06 0.0002007159776977389 -0.0012066178378054837
leaf_weight=0.0010623348594704365 0.0013321757826322209 0.0010170944584195337 0.0017379904831864882 0.0014039785875854726 0.0012840724969535033 0.0018948625770418351 0.0011749819310240646 0.0015012078621731992 0.0010297777587310051 0.001128390350034634 0.0016723714929743347 0.0010205298882740499 0.0017445306262646246 0.0010677773427008345 0.0010486044399795613 0.0011685761354201241 0.001241719834054464 0.0018687796219063607 0.0011646391517495802
leaf_count=592 102 122 353 245 104 283 291 428 237 150 103 76 165 102 33 194 180 101 49
internal_value=0 1.75338e-05 5.57677e-05 -2.24586e-05 0.000333471 -7.65943e-05 -1.66621e-05 -9.16797e-05 -1.0377e-05 5.25166e-05 0.000117868 0.000535841 0.000335919 0.000234658 0.000120487 0.000571159 -6.65315e-05 -0.000240296 -0.000582787
internal_weight=0 0.0255021 0.024485 0.0191037 0.00538131 0.0176997 0.0159617 0.0147867 0.0132855 0.0122557 0.0111273 0.00409724 0.00307671 0.00945496 0.0075601 0.00221718 0.00534292 0.00427514 0.00240636
internal_count=3910 3318 3196 2749 447 2504 2151 1860 1432 1195 1045 343 267 942 659 227 432 330 229
is_linear=0
shrinkage=0.00167351


Tree=2419
num_leaves=22
num_cat=0
split_feature=1213 14 11 0 403 16 157 13 4 12 13 0 52 1374 16 52 52 48 13 4 52
split_gain=0.000433641 0.000258806 0.000200922 0.000194883 0.000246429 0.000189786 0.000277604 0.000246298 0.000223775 0.000168179 0.000221893 0.000171588 0.000266658 0.000236101 0.000216508 0.000129171 0.000124582 0.000109081 0.000107257 0.000101482 9.17839e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088315000000000018 0.18055000000000002 0.03138500000000001 0.16388500000000003 -0.077044999999999988 -0.077799999999999994 -0.064054999999999987 0.085945000000000008 0.11596500000000001 -0.10209999999999998 0.071660000000000015 -1.0000000180025095e-35 -0.055679999999999993 0.090640000000000012 -0.27466499999999994 0.08346000000000002 -0.0082649999999999998 0.24280000000000004 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 15 -7 11 -11 12 13 -9 -13 19 -10 -15 -6 20 -8
right_child=1 -3 -4 -5 18 8 7 9 16 10 -12 14 -14 17 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0010191805903898357 0.00083083986309423377 -0.00075912858612883099 -0.00058852730186142836 0.00073222935292055426 0.00094561568402066261 -0.00090497137451412107 0.00064788069767546979 6.8166446127611684e-05 -0.0003740427898331308 -0.0010543974434130941 1.240863712016628e-06 0.00085330985258645783 0.00049458298246730546 -0.0010995836334344543 -0.00016756607340353834 -9.3835158941427387e-05 0.00033245577888388426 -0.00037587948444388829 0.00024686249024148563 0.00090766858040984728 -2.8031010352740735e-05
leaf_weight=0.0010624966508811012 0.0011855658733574631 0.0010282773733709246 0.0011552808727242061 0.0011919125383153704 0.0010318231245850518 0.001167379338073371 0.0010064857495051052 0.0016906004978061162 0.0014428601921253476 0.0010480420645392619 0.0010133090938777289 0.0011250022672999885 0.0011718712649694263 0.001069024462592558 0.0010292786046500477 0.0013165609928338928 0.0011690022621586296 0.0010865986664827521 0.0012654370035191089 0.0010735770173571817 0.001075001519078668
leaf_count=592 302 131 121 37 116 138 232 29 224 626 72 122 46 91 116 269 118 85 121 125 197
internal_value=0 3.06188e-05 6.54501e-05 9.95453e-05 6.35798e-05 2.41069e-06 8.41119e-05 1.9517e-05 -0.000319507 -0.00013054 -0.000535472 -1.41625e-05 -0.000177175 -0.000381847 0.000365553 0.00032938 -5.78323e-05 -0.000734781 0.00056071 0.000505981 0.0002988
internal_weight=0 0.0243429 0.0233146 0.0221593 0.0209674 0.0186702 0.0148909 0.0137054 0.00377924 0.00923373 0.00206135 0.00717238 0.00501809 0.00384622 0.00215428 0.00447163 0.00261186 0.00215562 0.00229726 0.00315506 0.00208149
internal_count=3910 3318 3187 3066 3029 2792 2312 2010 480 1187 698 489 251 205 238 823 342 176 237 554 429
is_linear=0
shrinkage=0.00160853


Tree=2420
num_leaves=14
num_cat=0
split_feature=11 48 0 1 151 2 160 2 4 52 3 1 0
split_gain=5.96799e-05 7.10989e-05 0.000205593 0.000162657 0.000115482 8.76222e-05 8.40476e-05 7.23767e-05 0.000158502 0.000111786 0.000129893 0.000105535 5.01288e-05
threshold=0.08184000000000001 0.016865000000000002 -0.19631499999999999 0.089605000000000018 -0.0008699999999999999 0.11260500000000001 0.088785000000000017 0.10393500000000001 0.15927500000000003 0.071660000000000015 -0.078884999999999997 0.092550000000000007 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 7 -3 8 9 10 -6 -12 -11
right_child=-2 2 3 -5 5 -7 -8 -9 -10 12 11 -13 -14
leaf_value=-0.0027426662484983169 -0.0018210019723807317 -0.0024143027938756567 0.00037934011205954717 0.0043480374669615822 -0.0037725049324069159 0.0018803493029884825 0.0007479154902954603 -0.0022785260975908901 0.0025301652694265354 -0.00023228456376836457 0.0010981003271303301 -0.0019911956556759279 0.0021925483945672234
leaf_weight=0.0011891674570307037 0.0012197049943031132 0.0012570261361273261 0.0014287755583195232 0.0014969187444632708 0.0011609501469898708 0.0015368814235693249 0.001129668861786115 0.0011354780076872689 0.0014320225344511038 0.0013035683942340115 0.0015345537937877145 0.001597802579023349 0.0011237679534838174
leaf_count=390 224 80 325 292 658 361 32 134 169 664 210 168 203
internal_value=0 0.00010447 0.000914975 0.00240991 -0.000253916 1.94821e-05 -0.000917564 -0.00028843 -1.12556e-05 -0.000552777 -0.00136867 -0.000477737 0.000890324
internal_weight=0 0.0173266 0.00531239 0.00292569 0.0120142 0.010825 0.00238669 0.00928814 0.00815267 0.00672064 0.00429331 0.00313236 0.00242734
internal_count=3910 3686 729 617 2957 2567 112 2206 2072 1903 1036 378 867
is_linear=0
shrinkage=0.00841354


Tree=2421
num_leaves=21
num_cat=0
split_feature=1213 147 11 148 484 52 15 39 13 52 4 4 16 52 15 403 2 15 48 1
split_gain=0.000377267 0.0002353 0.000233306 0.000229791 0.000241875 0.000182615 0.000238106 0.000226115 0.000186381 0.000217051 0.000250765 0.000209722 0.00025921 0.000199874 0.000186598 0.000184389 0.000131826 0.000118579 0.000103595 0.00010304
threshold=-1.0000000180025095e-35 0.088565000000000019 0.088315000000000018 -1.0000000180025095e-35 -0.0043499999999999988 0.25333500000000003 -0.24219999999999997 0.097470000000000015 -0.083514999999999992 0.10433000000000002 -0.23071499999999998 0.00046500000000000008 -0.094359999999999986 0.084240000000000023 1.0000000180025095e-35 0.03138500000000001 0.097940000000000013 -1.0000000180025095e-35 0.085265000000000021 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 13 10 -10 14 -13 16 18 -16 17 -8 -12 -14
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 11 12 19 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00099844962939373721 -0.00073301166676630015 0.00078825514999129572 -0.00075346363319868316 -0.00058645333361689183 0.00091129673093361856 -0.00050415875077649218 1.7346015023638911e-05 -0.00054873966254892351 -0.00070553977132626039 0.00071949629745466552 0.00084877104307575901 -0.00065954806315054169 -0.00016237983767963078 -8.4889505974202389e-05 -0.00048386109735350246 0.00045718934840222449 0.0011167577926321378 0.0008100928333079361 0.00020481857024890311 0.00052095737349890764
leaf_weight=0.0010050423475295193 0.0010161109501685131 0.0010468364778876789 0.0010747851432163355 0.0014280776238643203 0.0010514359038636704 0.0012128119899099113 0.0010032866034485055 0.001308110432105102 0.0012753081261986871 0.0011767473023819872 0.0016242964279895196 0.0018495333817072634 0.0012633380967263519 0.0013511002731153576 0.0012246619259739244 0.0010334733169905519 0.0011349037905909465 0.0010287053227349087 0.0011476434409489686 0.0011211718904906576
leaf_count=592 86 166 139 550 243 305 181 79 120 105 248 117 118 86 387 63 102 74 114 35
internal_value=0 2.72862e-05 -6.86567e-06 2.91975e-05 6.56705e-05 0.00011269 0.000152925 0.00010747 0.000160346 5.11781e-05 -2.34409e-05 7.04576e-05 -0.000198608 0.000443442 0.000296942 -5.31736e-05 0.000668845 0.000418678 0.000582161 0.000158918
internal_weight=0 0.0243723 0.0233255 0.0222507 0.0212346 0.0198065 0.0185937 0.0175423 0.0162342 0.0117162 0.0105394 0.00926412 0.00423404 0.004518 0.00503008 0.00225814 0.0031669 0.00203199 0.00277194 0.00238451
internal_count=3910 3318 3152 3013 2927 2377 2072 1829 1750 1307 1202 1082 270 443 812 450 357 255 362 153
is_linear=0
shrinkage=0.0016407


Tree=2422
num_leaves=15
num_cat=0
split_feature=484 403 403 160 133 42 0 51 48 15 0 12 4 1
split_gain=5.0053e-05 5.6734e-05 9.22291e-05 0.000144752 0.000145739 9.95096e-05 9.92748e-05 0.000139622 0.000138388 9.8026e-05 0.000111492 0.000149843 9.35244e-05 4.25369e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18087499999999998 0.043405000000000006 0.087945000000000009 0.083935000000000023 -0.06402999999999999 0.085775000000000004 -0.17479499999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 9 -7 10 11 13 -12 -8
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.002071439882492311 -0.0029973001612638123 -0.0023008394478888938 0.0029964730549546202 -0.0035084275976424309 -0.0019503844225742209 0.0020239176876176404 0.0025201320576567696 0.0053338205983939563 -0.0028140432883843802 0.0038406845838103625 0.00053244902970572025 -0.0037339955275594817 0.0048023176584989025 -0.00039152919181332098
leaf_weight=0.0012693067897709054 0.0015951602251610521 0.0010327955584148027 0.0013068880378235273 0.0010023856626117196 0.0014048506777026041 0.001198618899686644 0.0010425319442771714 0.001027286872773224 0.0015356679416210772 0.0012503158472630671 0.0013924115723169539 0.0011926045811658792 0.0010060612486164971 0.0012637977877451847
leaf_count=612 554 285 152 595 306 80 111 202 69 241 126 229 161 187
internal_value=0 0.000124038 0.000278454 4.02416e-05 0.000404103 0.000722587 0.0010668 0.00165548 -0.000693245 0.00112682 0.000551452 -0.000663252 0.00232348 0.000924631
internal_weight=0 0.0172514 0.0162186 0.0149117 0.0133165 0.0123141 0.0109093 0.00817501 0.00273429 0.00714772 0.00589741 0.00349893 0.00239847 0.00230633
internal_count=3910 3298 3013 2861 2307 1712 1406 1257 149 1055 814 527 287 298
is_linear=0
shrinkage=0.0106704


Tree=2423
num_leaves=19
num_cat=0
split_feature=1213 14 11 3 13 52 124 4 52 151 150 1 457 133 15 3 3 1
split_gain=0.000466625 0.000272984 0.00016774 0.000194228 0.000209625 0.000322701 0.000225266 0.000246764 0.000172537 0.000252122 0.000143836 0.00012774 0.000122666 0.000149668 0.0001332 0.000320584 0.000167836 0.000163437
threshold=-1.0000000180025095e-35 0.05884000000000001 0.088315000000000018 -0.15121499999999996 -0.091229999999999992 0.090640000000000012 -0.048219999999999992 -0.23071499999999998 0.13709500000000002 -0.083559999999999982 0.11247500000000001 0.08844500000000001 0.085130000000000025 0.084285000000000013 -0.017214999999999998 -0.086589999999999986 0.090325000000000003 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 11 -6 -8 9 -9 12 -5 13 14 16 -16 17 -11
right_child=1 -3 -4 4 6 -7 7 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0010616924712290314 0.0006874724062926117 -0.00083168487072497505 -0.00052873002338788856 0.00031765178246859048 0.00068830972813573781 -0.00025225468435456985 -0.00074429700958372985 -0.00080284800145811856 0.00048231285834329996 -0.00030466785749009027 -0.00059070394840821572 0.0010028467223585625 0.00059370355153657444 -0.00058147013176935622 -0.00032217086365945741 0.00078722414844412765 -0.00062514202370446783 0.00049731312282937253
leaf_weight=0.001167805087875679 0.0015884087333812398 0.0010003554849743876 0.0012572880808001665 0.0014420603025276689 0.0012053880910044513 0.0015606960435404771 0.001465136357287118 0.0012642572335045807 0.0018192059030317153 0.0014241866324397742 0.001071167635892766 0.0017608135160314346 0.0011428333855292303 0.0011266498605905957 0.0012517621579111516 0.0019279223493182175 0.0012905902031739025 0.0015422027966449682
leaf_count=592 140 125 124 92 238 118 130 271 345 229 63 190 33 618 150 269 53 130
internal_value=0 4.20977e-05 7.83062e-05 0.000111659 6.87083e-05 0.000384209 -2.22046e-05 -7.80868e-05 -7.66585e-06 -8.16904e-05 2.90661e-06 0.000694345 6.84173e-05 -1.68578e-06 8.61512e-05 0.000350483 -0.000111287 0.000112276
internal_weight=0 0.0251409 0.0241406 0.0228833 0.0212949 0.00476357 0.0165313 0.0153259 0.0138608 0.0120416 0.0107773 0.00320287 0.00970615 0.00856331 0.00743666 0.00317968 0.00425698 0.00296639
internal_count=3910 3318 3193 3069 2929 400 2529 2291 2161 1816 1545 282 1482 1449 831 419 412 359
is_linear=0
shrinkage=0.00170698


Tree=2424
num_leaves=22
num_cat=0
split_feature=1213 1456 453 11 4 14 0 403 1 15 1 2 2 43 12 3 1 47 0 1 2
split_gain=0.000408441 0.000323949 0.000225987 0.000175783 0.000228253 0.000230637 0.000181608 0.000208132 0.000176731 0.000210704 0.000283739 0.000204595 0.000276819 0.00023402 0.000341461 0.000267216 0.00021937 0.000200852 0.000174386 0.000149368 0.000130049
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089560000000000015 0.27608500000000008 -0.46025499999999991 0.18055000000000002 0.092300000000000007 0.094385000000000011 0.035895000000000003 0.11215000000000001 0.10393500000000001 0.099015000000000006 -0.083094999999999988 0.086935000000000012 -0.084129999999999996 0.09112000000000002 0.11381500000000001 -0.23029999999999998 0.079945000000000016 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 11 10 20 12 13 15 16 -3 18 -12 -15 -20 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 17 -13 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00099785436074522693 -0.00089166087846990073 -0.00026610907148653923 -0.00068602012795340847 -0.00054343443790469458 7.1392173319739037e-05 0.0011586855331526865 0.00071131634609312207 0.00067166479093670294 0.00038074781298986593 -0.00038986334434886773 -0.00051155148259509925 -0.00073907225011436174 0.00074641686708603076 0.00060748313083862002 -0.0011421582955304626 0.00090520219437388442 -0.00078198267712943561 0.00035198362116340424 0.00012352232035276327 -0.00065592539389740094 0.0011414053741196882
leaf_weight=0.0011110731049368333 0.0010097288475574588 0.0010617899821893963 0.0010536757590380299 0.0011183046942037774 0.0010091837839984463 0.0010949561838945075 0.0011171956874949365 0.0012692663401740458 0.00123709701545091 0.0013477049763013227 0.0012298250541765074 0.0013752222836184514 0.0010176907930172239 0.0010718649130874169 0.0011187897838818434 0.0010357054449287133 0.0011125451904661077 0.0017665525782870617 0.0017574883248823031 0.0010615825803781398 0.0011842264186338602
leaf_count=592 332 321 91 129 71 302 28 127 119 135 113 240 87 32 538 92 32 69 226 105 129
internal_value=0 1.87344e-05 5.69718e-05 9.1029e-05 0.000123474 0.0006372 6.87823e-05 3.0287e-05 -1.65582e-05 0.00019067 0.000335084 -0.000148663 -6.0766e-05 -0.000160704 -0.000322742 0.000312263 -0.000139519 -2.44337e-06 4.41822e-05 -0.000169996 0.000752772
internal_weight=0 0.0250504 0.0240407 0.022987 0.0218687 0.00210414 0.0197645 0.0186474 0.0173781 0.00676541 0.0054177 0.0106127 0.00923746 0.00821977 0.00612227 0.0020975 0.00500348 0.00299638 0.00389094 0.00281907 0.00242132
internal_count=3910 3318 2986 2895 2766 373 2393 2365 2238 565 430 1673 1433 1346 933 413 395 182 363 331 248
is_linear=0
shrinkage=0.0016407


Tree=2425
num_leaves=13
num_cat=0
split_feature=11 0 43 43 1 15 39 13 49 47 52 0
split_gain=4.73719e-05 8.25478e-05 0.00012103 0.000109417 9.4899e-05 0.000121133 8.94777e-05 0.000133412 0.000140528 0.000139706 0.000116867 0.000217564
threshold=0.079700000000000007 -0.017269999999999997 -0.24333999999999997 -0.084699999999999984 1.0000000180025095e-35 0.083935000000000023 0.005105000000000001 -0.094679999999999986 -0.07107999999999999 0.09252500000000001 -0.072349999999999984 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 7 -6 -9 10 -10 -12
right_child=-2 3 4 -5 6 -7 -8 8 9 -11 11 -13
leaf_value=-0.0034415813845057827 -0.0018473859030523521 0.0040226619136048006 -0.0031870954977406803 -2.3798693414511509e-06 0.0033507306986433525 0.00057991547394374272 0.0032701836068326148 -0.0038996142472944571 -0.0015547884463889309 -0.0023304672445789952 0.0047723244096824933 -0.00095435488551820404
leaf_weight=0.0011629368962192107 0.0014411677933998902 0.0012774286961903143 0.0018905837808431041 0.0017538672272605317 0.0012735535850319987 0.0018466452360618654 0.0012353758496229566 0.0010290871360747475 0.0011260808961872449 0.001593133265806651 0.0017518287186115708 0.0012398356169780163
leaf_count=165 254 101 983 231 198 786 272 93 95 206 93 433
internal_value=0 0.000127195 -0.00020844 0.00169383 8.10954e-05 -0.00132573 0.000649557 0.000245558 -0.000341182 0.00030004 0.00131777 0.00239902
internal_weight=0 0.0171804 0.0141491 0.0030313 0.0129861 0.00373723 0.0092489 0.00801352 0.00673997 0.00571088 0.00411775 0.00299166
internal_count=3910 3656 3324 332 3159 1769 1390 1118 920 827 621 526
is_linear=0
shrinkage=0.0104612


Tree=2426
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 0 403 42 0 16 16 160 4 0 47 43 49 16 16 15
split_gain=0.00039097 0.000271785 0.0001892 0.000163388 0.00018163 0.00014606 0.000231985 0.000204304 0.000283641 0.000181791 0.000388182 0.000395526 0.000263649 0.000216754 0.000182197 0.000252309 0.000133196 0.000179238 0.000163575 8.58895e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.18055000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.045139999999999993 0.16388500000000003 -0.006474999999999999 -1.0000000180025095e-35 -0.064054999999999987 -0.087359999999999979 0.09550500000000002 -0.077544999999999989 -0.045004999999999996 -0.094359999999999986 -0.110495 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 10 11 -9 -11 -12 15 -13 17 -17 -18 -8
right_child=1 2 -4 -5 -6 -7 19 9 -10 12 13 14 -14 -15 -16 16 18 -19 -20 -21
leaf_value=-0.0010952441723684279 -0.00090353324621914315 -0.0011823716241676878 -0.00068282399661164493 -0.00056961789914377844 0.00066707383803798212 0.00070917794804653577 0.00026032132976816947 -0.0010540155115777139 0.00013573806015308371 -0.0010490342186384883 0.0014466759213408967 0.00062494657193176446 8.1996209695532848e-05 0.00031049340567664122 0.00083836182967144117 -0.00031475685786904665 -8.3073184640230591e-05 0.00068913525326536041 -0.0010142663632452165 0.00096023174064505362
leaf_weight=0.0010826203946499675 0.0010084937478900225 0.0011351694246585758 0.0010821207796700696 0.0011585358245620103 0.0018762495241568837 0.0011279783873357893 0.0012963647107883383 0.0010771954896968442 0.001014422316930383 0.0011254018910592523 0.0010008390161067582 0.0016377350899281643 0.0016946988093819179 0.0012257736542853693 0.0010028138580082668 0.0013785202619942538 0.0014284703023492655 0.0010120483221629489 0.0010923730324637314 0.0010343830465846526
leaf_count=592 332 521 91 141 369 28 156 409 33 129 85 152 194 223 44 27 58 59 215 52
internal_value=0 1.72202e-05 5.6901e-05 9.27661e-05 0.000129032 7.6683e-05 3.73884e-05 -4.11923e-05 -0.000560337 4.04077e-05 0.000146856 -2.71461e-05 -0.000369358 0.000821196 0.000119324 9.22435e-06 -0.000196091 0.000110241 -0.000486593 0.000570941
internal_weight=0 0.0244096 0.0234011 0.022319 0.0211604 0.0192842 0.0181562 0.0158255 0.00214959 0.0136759 0.0108558 0.00862916 0.0028201 0.00222661 0.00755196 0.00654915 0.00491141 0.00239057 0.00252084 0.00233075
internal_count=3910 3318 2986 2895 2754 2385 2357 2149 554 1595 1272 964 323 308 555 511 359 86 273 208
is_linear=0
shrinkage=0.00181146


Tree=2427
num_leaves=14
num_cat=0
split_feature=150 151 49 11 159 52 15 13 3 3 13 2 16
split_gain=4.81268e-05 0.00017002 0.000115382 9.21703e-05 5.90043e-05 9.81833e-05 0.00019511 7.49799e-05 9.81998e-05 9.97043e-05 9.4556e-05 0.00011839 9.43093e-05
threshold=0.084800000000000014 0.056555000000000001 -0.073619999999999977 0.077165000000000025 0.09141500000000001 -0.014099999999999998 -0.017214999999999998 -0.016579999999999998 0.094625000000000015 -0.032959999999999996 -0.094679999999999986 0.10393500000000001 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 10 9 12 11 -7 -9
right_child=1 -3 -4 -5 -6 7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00060101394830714371 0.00039183516340671182 -0.0026440549217737318 0.0057821913984890203 -0.0033037049095962635 -0.0024300780441676062 0.0020090538700580818 0.0051637788972463015 0.0021529531324043609 -0.0023187786322644609 0.0034455482169108063 -0.0042777313814084212 -0.00335130775704261 -0.002270399145039645
leaf_weight=0.0018298144251292555 0.0010857856286650043 0.0010434275565141884 0.0011193062710966864 0.0013014725344994435 0.0012875846317255387 0.0013236612486757795 0.0014690208278185192 0.0012833541519590053 0.0013758483059795878 0.0017772171583004034 0.0012945861814041009 0.001006847754800904 0.0013974271399002365
leaf_count=493 168 104 186 252 397 150 229 182 89 98 991 72 499
internal_value=0 0.001274 0.00312798 -0.000304429 -2.65094e-05 0.000216072 0.00196613 -0.000394268 0.000432559 0.00128169 -0.00172488 -0.000306778 -0.000152835
internal_weight=0 0.00324852 0.00220509 0.0153468 0.0140454 0.0127578 0.00329884 0.00945894 0.00583385 0.004458 0.0036251 0.00233051 0.00268078
internal_count=3910 458 354 3452 3200 2803 722 2081 868 779 1213 222 681
is_linear=0
shrinkage=0.011781


Tree=2428
num_leaves=21
num_cat=0
split_feature=1213 14 157 0 403 1 16 151 12 15 15 3 15 42 15 0 2 2 4 16
split_gain=0.000422555 0.000326764 0.000155671 0.000151407 0.000332715 0.000170237 0.000202579 0.000353603 0.00027846 0.000296429 0.000226134 0.000190918 0.000238215 0.000227444 0.000171093 0.000113403 8.57232e-05 0.000119494 0.000121371 7.76769e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.077044999999999988 0.18055000000000002 0.092300000000000007 0.094385000000000011 -0.055679999999999993 -0.0032449999999999996 -1.0000000180025095e-35 -0.064869999999999983 -0.24219999999999997 -0.115685 0.035895000000000003 0.08401500000000002 -0.10981499999999998 -0.23029999999999998 0.086545000000000025 0.10066500000000002 -0.0031049999999999997 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 11 7 -7 -8 -10 -9 -4 15 -14 -12 -13 -17 18 -18 -16
right_child=1 -3 3 -5 -6 6 8 10 9 -11 14 12 13 -15 19 16 17 -19 -20 -21
leaf_value=-0.0010833539703936019 0.00055728502608536578 -0.00094491725337983922 0.00045571974228119256 0.0006281996978576719 0.00083384309574458622 -0.00050377769930827748 0.00054051978541809357 0.0012613203531001691 -0.0012286873612125085 -3.227334588641005e-05 -0.00020569994444076867 -1.3508382029458742e-05 -0.00030024124688808964 0.00075266402461691691 0.00030254970036463835 -0.00095076810488235318 -0.00060313943745538012 -0.00091040193121427846 0.00015900905869249335 0.0009465975531670396
leaf_weight=0.0010876401137705971 0.0018097435479066384 0.001009555396976238 0.0011201277763923613 0.001197448793778459 0.0013311038318657422 0.0012736513920370007 0.0010437653852091375 0.0010091583480234343 0.0010666952401496843 0.00152576507591351 0.0012037159310835936 0.0012526789044429113 0.0014727916093716931 0.0010765795883852514 0.0012056984748802656 0.001484669242639616 0.0013393679737684176 0.0011944454069222551 0.0012017704246553122 0.0010728204684757455
leaf_count=592 438 125 77 44 146 146 132 181 98 187 58 41 331 323 73 219 209 232 172 86
internal_value=0 2.5347e-05 6.63626e-05 2.6111e-05 -8.42679e-06 -6.5793e-05 0.000102991 0.000305972 -0.000218826 -0.000524551 0.000535598 -0.000222243 -0.000306413 0.000144392 0.000325282 -0.000483963 -0.000596855 -0.000456196 -0.0002427 0.000605794
internal_weight=0 0.0248916 0.023882 0.0220723 0.0208748 0.0195437 0.00940127 0.00576504 0.00363623 0.00259246 0.00449139 0.0101424 0.0090223 0.00254937 0.00348223 0.00647293 0.00522025 0.00373558 0.00254114 0.00227852
internal_count=3910 3318 3193 2755 2711 2565 961 544 417 285 398 1604 1527 654 217 873 832 613 381 159
is_linear=0
shrinkage=0.00174112


Tree=2429
num_leaves=16
num_cat=0
split_feature=2 159 12 13 52 48 51 0 0 0 0 0 3 15 4
split_gain=5.3104e-05 0.000140797 0.000106838 7.57219e-05 9.5158e-05 0.000159448 7.40881e-05 7.26696e-05 9.15197e-05 0.000183732 7.65097e-05 0.000119656 0.000139343 7.1347e-05 6.6327e-05
threshold=0.099015000000000006 0.079875000000000015 0.096315000000000026 -0.089899999999999994 0.10701500000000001 0.084795000000000023 0.08955500000000001 -0.22851499999999997 -0.084794999999999995 -0.10071499999999999 -0.081964999999999996 -0.06402999999999999 -0.074234999999999982 -0.10192499999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 -1 9 13 -10 -12 -13 -9 -15
right_child=1 -3 -4 4 -6 -7 -8 8 10 -11 11 12 -14 14 -16
leaf_value=0.0021737082711071431 0.0027542168232369481 0.0038006453625166036 -0.0024182751722204143 -0.0033786485469299316 0.0021827447189216522 0.0016187047797274964 -0.0027999825510623372 -0.0021438898111418273 0.0026572204135537404 -0.0048558785242588968 -0.0026530412816679031 0.0032362631738116713 -0.0010812584603731136 -0.001018265665466508 0.0023304111830274631
leaf_weight=0.001062690198556651 0.0012099552706529857 0.0010652603020181554 0.0012367512392036581 0.0012654270659697192 0.0011894300960001852 0.0010478057151009942 0.0010632666118072882 0.0012481472282803996 0.0010916461297052517 0.0010673508633714463 0.0012117970723013369 0.0012570796250344612 0.0014395938765404347 0.0010289263920031377 0.0010973140756824762
leaf_count=51 134 244 318 260 84 106 278 116 331 813 712 125 168 107 63
internal_value=0 0.000628291 6.02671e-05 0.000710721 4.81835e-06 -0.00111504 -0.000416589 -0.000175343 -0.000439731 -0.00142947 0.000439483 -0.000179937 0.000931395 -0.000345668 0.000709926
internal_weight=0 0.00701463 0.00594937 0.00471262 0.00350266 0.00231323 0.0115678 0.0105045 0.00944186 0.00444174 0.00500012 0.00390847 0.00269667 0.00337439 0.00212624
internal_count=3910 1146 902 584 450 366 2764 2486 2435 1099 1336 1005 293 286 170
is_linear=0
shrinkage=0.00947501


Tree=2430
num_leaves=20
num_cat=0
split_feature=1213 14 403 1 147 52 123 48 12 1 1 2 150 12 12 42 2 160 4
split_gain=0.000491502 0.000306073 0.000175172 0.000235046 0.000175825 0.000358427 0.000191126 0.000293223 0.000361494 0.000411559 0.00028834 0.000261431 0.000193323 0.000160578 0.000156338 0.000411724 0.000462764 0.000130232 0.00011438
threshold=-1.0000000180025095e-35 0.064610000000000015 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 1.0000000180025095e-35 0.12649500000000002 -0.023959999999999995 0.10786000000000001 0.092550000000000007 0.090695000000000012 0.09202500000000001 0.091405000000000014 0.085845000000000019 0.091230000000000019 0.092745000000000008 -1.0000000180025095e-35 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 10 12 -12 14 -11 17 16 -16 -10 -19
right_child=1 -3 3 -5 -6 -7 -8 -9 9 13 11 -13 -14 -15 15 -17 -18 18 -20
leaf_value=-0.0010613775616471284 -0.0007811792910933093 -0.00082680418565392907 8.7901633604156064e-05 0.0010664412071532416 0.00056156340737505963 -0.00089482034422776354 0.00061434674487354879 -0.00080895923849471035 -8.1373760837857894e-05 0.00093293032892749093 -0.0010857339360748706 1.6936273812228443e-05 -0.00053753996374278389 0.00025008932087506734 -0.0012096160614636388 0.00080753936293526281 0.00014992789157088838 0.00032947380558035703 0.00098278894462596692
leaf_weight=0.001112937822458109 0.0012676463625043424 0.0010305725413189614 0.0017016860617651277 0.0010133094367655304 0.0014390650878487064 0.0011435334566380273 0.0013566365879403462 0.0011188138452913323 0.0010631205282448687 0.001772743095966812 0.0011575090726851376 0.0010711103438478808 0.0011069288027338309 0.0017915722097965325 0.0010671002117479053 0.0010360429185032466 0.0016485095085893159 0.0018441333925083778 0.0011111343821266217
leaf_count=592 149 122 177 77 199 321 275 78 213 119 113 125 124 138 436 237 216 172 27
internal_value=0 3.13447e-05 6.86438e-05 0.000453119 1.89264e-05 -2.10035e-05 3.32646e-05 -1.29538e-05 4.29257e-05 0.000114138 -3.8495e-05 -0.000555773 9.13709e-05 0.000589706 0.000180966 -5.517e-05 -0.000384306 0.000401428 0.00057511
internal_weight=0 0.0247412 0.0237106 0.002715 0.0209956 0.0195565 0.018413 0.0170564 0.0159376 0.0146699 0.0111056 0.00222862 0.00887697 0.00356432 0.00777004 0.00375165 0.00271561 0.00401839 0.00295527
internal_count=3910 3318 3196 254 2942 2743 2422 2147 2069 1920 1663 238 1425 257 1301 889 652 412 199
is_linear=0
shrinkage=0.00160853


Tree=2431
num_leaves=21
num_cat=0
split_feature=1213 147 148 484 52 15 0 16 47 13 2 2 15 42 51 48 130 4 47 15
split_gain=0.000385286 0.000246429 0.00023777 0.000266689 0.000177266 0.000330008 0.000213337 0.000339251 0.000205093 0.000173723 0.00023512 0.000221036 0.000245885 0.000127808 0.000120901 0.000247201 0.000152223 0.000117585 0.00014564 6.10274e-05
threshold=-1.0000000180025095e-35 0.088565000000000019 -1.0000000180025095e-35 -0.0043499999999999988 0.25333500000000003 -0.26361999999999991 0.18055000000000002 0.31524000000000002 0.09772500000000002 -0.010384999999999998 0.11934000000000002 0.099015000000000006 0.035895000000000003 0.083875000000000019 0.090935000000000016 0.087945000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092255000000000018 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 9 -9 10 11 12 13 -7 15 16 -11 19 -19 -18
right_child=1 -3 3 4 -6 6 -8 8 -10 14 -12 -13 -14 -15 -16 -17 17 18 -20 -21
leaf_value=-0.0010368708226515535 -0.00081554715845772905 0.00084380420170500814 -0.00064886754284776307 0.00094396624550597706 -0.0005475628133696065 0.00031615756917340498 0.00079188892045995189 -0.0011640348955444936 -8.3920502825577002e-05 -0.00057565840693907255 -0.00044502271123832317 0.00097939865216542738 0.00073310630386782324 -0.00047294980715223076 0.00049220296543753402 -0.00083357757631785255 0.00058002554936961476 -0.00061065929770574606 0.00026950436686921193 6.89497259932718e-05
leaf_weight=0.0010229247301367156 0.0010061047156044714 0.0010441502330210779 0.0015557019416352407 0.0013305697036282383 0.0012191865365004375 0.001091792886669247 0.0011002693364542257 0.001045894002385475 0.0010038985346014773 0.0010810397726987442 0.0010223859291781379 0.0016117763524614581 0.0016881941497002839 0.0013224913029963314 0.0010143119498488007 0.0012327506423091966 0.0016072110729413724 0.0010815392425840391 0.0011099765715764098 0.0011810660162133446
leaf_count=592 87 166 560 254 308 155 34 231 48 133 89 153 346 254 51 104 109 76 18 142
internal_value=0 3.25137e-05 -3.83331e-06 3.27885e-05 8.39086e-05 0.000123339 6.33264e-05 1.64328e-05 -0.000635042 0.000105195 0.000308896 0.000443786 0.000233355 -0.000116098 -5.99799e-05 -0.000136771 4.95634e-06 0.000130999 -0.000164867 0.000363543
internal_weight=0 0.0243503 0.0233062 0.0223001 0.0207444 0.0195252 0.0181946 0.0170943 0.00204979 0.0150445 0.00673664 0.00571425 0.00410248 0.00241428 0.0083079 0.00729358 0.00606083 0.00497979 0.00219152 0.00278828
internal_count=3910 3318 3152 3065 2505 2197 1943 1909 279 1630 997 908 755 409 633 582 478 345 94 251
is_linear=0
shrinkage=0.00170698


Tree=2432
num_leaves=16
num_cat=0
split_feature=48 4 158 3 15 52 16 1 15 151 15 47 16 16 12
split_gain=4.79512e-05 0.000105841 0.000110013 9.14139e-05 8.67548e-05 8.03773e-05 0.000196946 9.8669e-05 0.000172669 8.92669e-05 6.19428e-05 9.67205e-05 9.28053e-05 1.12273e-05 1.0169e-05
threshold=0.12675000000000003 0.28937500000000005 0.08413000000000001 0.11476000000000001 -0.45726999999999995 -0.27466499999999994 0.20277000000000003 0.076710000000000014 0.083935000000000023 -0.024429999999999997 0.024640000000000006 0.09252500000000001 -0.057604999999999996 -0.008734999999999998 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 8 -7 -9 11 12 -11 -5 -10
right_child=-2 4 -4 13 -6 6 -8 9 14 10 -12 -13 -14 -15 -16
leaf_value=-0.0021198279203769135 -0.001704979268878653 0.00019253964971700292 -0.0028090321680698926 0.0010677499566121981 0.0036563228696363842 -0.0031377920678876039 0.0034891188396093719 0.0023524789170348806 -0.00023514457318967615 -0.00014026411448885627 -0.0016973806905301817 -0.0016771014096500442 0.0032538755623979843 0.0023154189477518315 0.00096351539259994189
leaf_weight=0.001414535471700981 0.0011234872311767221 0.0010473883558885606 0.0010280933706568263 0.001025453515835939 0.0010010887463580073 0.0019839106143813671 0.0010430350907924537 0.0012281860062090706 0.0010029095684661836 0.0012640580005133864 0.0013749717426906199 0.0010631375575537727 0.0010389691039188118 0.0010167593419829766 0.0010011149859882051
leaf_count=396 131 178 355 77 221 743 91 174 381 88 397 93 144 49 392
internal_value=0 8.80224e-05 -0.000149732 3.93809e-05 0.00188529 -0.000231966 1.07953e-05 -0.000353563 -0.00137824 0.000330995 -0.000192668 0.000421959 0.00139094 0.00168893 0.000363649
internal_weight=0 0.0175336 0.0154851 0.014457 0.00204848 0.0124148 0.0110003 0.00995726 0.00398794 0.00596932 0.00474114 0.00336616 0.00230303 0.00204221 0.00200402
internal_count=3910 3779 3380 3025 399 2899 2503 2412 1516 896 722 325 232 126 773
is_linear=0
shrinkage=0.00841354


Tree=2433
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 50 16 52 16 4 43 3 16 2 47 16 42 3 4 2
split_gain=0.00045793 0.000385858 0.000241954 0.000173197 0.000200948 0.000129173 0.000182287 0.000341314 0.000290512 0.000233498 0.000142142 0.000203857 0.00020087 0.000140612 0.000135847 0.000323959 0.000182305 0.000173909 0.000174196 0.000135617
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089560000000000015 0.27608500000000008 0.098870000000000027 -0.014099999999999998 0.098910000000000012 0.15737500000000001 0.00096500000000000015 -0.27619499999999997 -0.075679999999999983 0.42021000000000003 0.088405000000000025 0.09550500000000002 -0.063614999999999991 0.060615000000000009 0.10223 0.00046500000000000008 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 14 9 13 -10 -12 -13 -8 15 16 17 18 19 -3
right_child=1 2 -4 -5 -6 -7 8 -9 10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0010851213936774429 -0.0009727511468934978 -0.00029527858070858186 -0.00070521061479728942 -0.00052037760040450208 0.00065082829466875055 0.00067570284006397794 -0.00012496216453540424 -0.00098209681872363512 0.00047889126850889503 0.0013075562152417375 -0.00076462205737865506 -0.00030346061052749041 0.00061961622476296228 0.00072694224829636834 0.00053007700794315926 -0.00085383030173165776 0.00054099131920335201 0.00051249336332161036 -0.00071634246439879234 0.00049128163212099876
leaf_weight=0.0010747377560913407 0.0010292575405599419 0.0015552718325767354 0.0010669984473191665 0.0011584142933260049 0.0019882524605212551 0.001009488746550889 0.0010066189079314253 0.001069559438798961 0.0012908544556893276 0.0010093982631573795 0.0011177787920741734 0.0015697122807773189 0.0011395240518058958 0.0011772003667258196 0.0012472457932456446 0.001230598376395246 0.0017715104688518779 0.0010811615235917227 0.001412895730917324 0.0010142759684000219
leaf_count=592 332 194 91 129 373 328 316 235 30 47 212 109 75 192 53 102 230 48 108 114
internal_value=0 3.05492e-05 7.37262e-05 0.0001101 0.00014377 9.26023e-05 6.11138e-05 -8.67417e-05 0.00024582 0.000641927 -1.32431e-06 -0.000163301 8.47921e-05 0.000334262 1.60866e-05 -6.33946e-05 7.89159e-05 -8.27419e-05 -0.000244338 1.51998e-05
internal_weight=0 0.024946 0.0239168 0.0228498 0.0216913 0.0197031 0.0186936 0.0103825 0.00831109 0.00319322 0.00511787 0.00382702 0.00270924 0.00218382 0.00931296 0.00806571 0.00683512 0.00506361 0.00398244 0.00256955
internal_count=3910 3318 2986 2895 2766 2393 2065 1084 981 555 426 396 184 508 849 796 694 464 416 308
is_linear=0
shrinkage=0.00167351


Tree=2434
num_leaves=14
num_cat=0
split_feature=484 151 1 15 474 43 2 0 3 51 16 16 13
split_gain=5.10212e-05 5.857e-05 9.30781e-05 0.00015969 8.92355e-05 0.000141016 0.000148542 0.000175717 0.000155106 0.000128385 0.000173571 0.000190095 4.89997e-05
threshold=-0.0043499999999999988 0.079335000000000017 0.12811000000000003 0.091915000000000011 0.084655000000000022 -0.15648499999999999 0.086650000000000019 -0.10209999999999998 -0.078884999999999997 0.08955500000000001 0.0032450000000000005 -0.114825 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 10 11 12 -8
right_child=1 -3 -4 -5 -6 6 9 8 -10 -11 -12 -13 -14
leaf_value=-0.0018522656936441214 0.0024291190133642637 0.0021482763546328085 0.002064142311317439 -0.003841107474960389 0.002481491495562425 -0.0049514459491618633 0.001614417355105973 -0.0033795026007698327 0.0013501471069910778 -0.0026642714276420513 -0.0015216133882173157 0.0043925754095860657 -0.0012638013821557167
leaf_weight=0.0012732405609466755 0.0015483537323358618 0.0011826257675439855 0.0016960832615135644 0.001049656377095959 0.0011828367764721856 0.0013021923962826254 0.0010115907454310014 0.0010872702406831292 0.0014561934905839621 0.0011627963619278321 0.0019292353167298312 0.0016439440917370277 0.0011177551828006941
leaf_count=612 199 143 300 483 258 104 90 592 171 174 273 373 138
internal_value=0 0.000112723 -3.59862e-05 -0.000281779 -3.84279e-06 -0.000243639 -0.000630007 -0.00212086 -0.000671666 0.000205104 0.000790195 0.00197219 0.000103557
internal_weight=0 0.0173705 0.0161879 0.0144918 0.0134422 0.0122593 0.010711 0.00384566 0.00254346 0.00686532 0.00570253 0.00377329 0.00212935
internal_count=3910 3298 3155 2855 2372 2114 1915 867 763 1048 874 601 228
is_linear=0
shrinkage=0.00947501


Tree=2435
num_leaves=14
num_cat=0
split_feature=41 1 12 43 16 16 0 15 15 2 2 150 15
split_gain=4.97918e-05 5.3464e-05 0.000111674 0.000153762 0.000148 8.92593e-05 0.000144483 0.000107114 6.95025e-05 0.00016103 8.95498e-05 9.58828e-05 4.3572e-05
threshold=0.078535000000000008 0.10398500000000001 0.10214500000000001 -0.17307499999999998 0.15737500000000001 0.13514000000000004 -0.11756999999999999 -0.099824999999999983 -0.0071449999999999994 0.087995000000000004 0.087005000000000013 0.084360000000000004 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -3 10 -10 -5 -12 -11
right_child=-2 5 -4 4 -6 -7 -8 -9 9 12 11 -13 -14
leaf_value=0.0037555880275063802 -0.0021929658539111036 -0.0014353084442304065 -0.0035556891167080997 0.00069569841957404675 -0.0037458277002718411 -0.0011244586354016847 0.0041172734722333768 0.0027977901028528361 -0.0011753072593973274 0.0040499572182215397 -0.004590251830626205 -0.00016704733686527984 0.001215347971439097
leaf_weight=0.0010419763044478012 0.0010476678183375379 0.0016121065329041968 0.001009205625698892 0.0019627232818278158 0.0012096960263104613 0.0016447534123460311 0.0016045342205409834 0.0010308190002612516 0.0019397245312846624 0.0013218666077097208 0.0010246157009319214 0.0010374574241812581 0.0010033708588707835
leaf_count=97 195 121 326 336 340 199 388 121 874 108 376 151 278
internal_value=0 0.000109075 -0.000296469 1.55587e-05 -0.000394678 0.000904074 0.00168959 0.000215725 9.43442e-05 0.00100662 -0.000872363 -0.00236488 0.00282679
internal_weight=0 0.0174428 0.0115506 0.0105414 0.00949945 0.00589221 0.00424746 0.00264293 0.00828976 0.00426496 0.0040248 0.00206207 0.00232524
internal_count=3910 3715 2886 2560 2463 829 630 242 2123 1260 863 527 386
is_linear=0
shrinkage=0.0102561


Tree=2436
num_leaves=15
num_cat=0
split_feature=13 39 48 48 51 4 49 133 42 52 49 2 15 39
split_gain=4.87077e-05 8.90856e-05 0.000131343 0.00021287 0.000108209 0.000134376 0.000100145 0.000164086 0.0001654 0.000112776 0.000139913 0.000146731 0.000102556 5.55421e-05
threshold=-0.45122499999999993 0.005105000000000001 0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.23071499999999998 -0.085974999999999982 -0.090054999999999982 0.085545000000000024 0.0033900000000000002 -0.0090499999999999973 0.085455000000000017 -0.10071499999999999 0.098100000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 9 10 -9 12 -12 -3
right_child=1 13 -4 -5 -6 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.0017103330969960222 -0.0030363023556695587 0.0031809528238043051 -0.0035367278222294381 0.0038559871971075026 -0.0030081982562457513 -0.0025253354244137733 -0.003031880457046594 0.0037508030093613581 -0.001644999470442475 0.0038836912992706828 0.0036771363278090483 -0.0024258531538046855 -0.00056050640396858027 8.4611501837760536e-05
leaf_weight=0.001356146297885461 0.0013232534295180018 0.0010731695063805162 0.0011170361410557375 0.0010918440778133623 0.0013804868164555293 0.0010968109587083533 0.0010383030838288137 0.0011860255034317462 0.0016969561852930963 0.0015745040987438577 0.0010351926431186632 0.0013706319211523234 0.0010158288691692399 0.0010091831542050561
leaf_count=112 180 267 107 195 317 125 389 154 892 430 37 318 223 164
internal_value=0 -0.000155543 -0.000411658 -0.00015888 -0.000503558 -0.000198586 0.000176382 0.000508683 0.000975253 0.00169449 0.000946412 -2.5656e-05 0.00157832 0.00168035
internal_weight=0 0.0170092 0.0149269 0.0138098 0.012718 0.0113375 0.0100143 0.00891744 0.00787914 0.00618218 0.00460768 0.00342165 0.00205102 0.00208235
internal_count=3910 3798 3367 3260 3065 2748 2568 2443 2054 1162 732 578 260 431
is_linear=0
shrinkage=0.00947501


Tree=2437
num_leaves=14
num_cat=0
split_feature=0 16 0 42 16 16 15 49 15 0 49 16 2
split_gain=5.37154e-05 7.96752e-05 9.27523e-05 9.80754e-05 0.000108994 0.000125347 8.57343e-05 8.14622e-05 0.000148233 0.000105059 0.000238031 3.22804e-05 3.21139e-05
threshold=0.10302000000000001 0.081265000000000018 -0.077944999999999987 -1.0000000180025095e-35 -0.004514999999999999 -0.055679999999999993 -0.0039399999999999991 0.090775000000000008 -0.11399999999999998 -0.10209999999999998 -0.045004999999999996 -0.070594999999999977 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -3 8 -5 10 -10 -4 -2
right_child=12 6 11 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0028309826461884418 0.00025086118869166116 -0.00025001112410661394 0.0034485342826658352 0.0041729500975606366 0.0031111827789808378 -0.0034895412794018442 -0.0037892910700912134 -0.0023938624157159825 0.0010293896855102062 0.0018021067629828468 -0.0049775976645226204 0.00083863497781747358 0.002852929812716233
leaf_weight=0.0014029671105109517 0.0010268087572319366 0.0017836197094349016 0.0010536230012562534 0.0010997484316726779 0.0011775509226762673 0.0011539184716543209 0.0012912488749876093 0.0011035695201287478 0.0018716656303978119 0.0019917946528774408 0.0011751749187436946 0.0010213706644982639 0.0010496790481472618
leaf_count=718 115 408 359 149 245 438 179 140 142 422 131 369 95
internal_value=0 -0.000221361 0.00013555 -0.000247886 0.000130662 -0.000287367 -0.00173628 0.000222862 0.000693301 -6.61782e-05 -0.00128752 0.00216387 0.00156623
internal_weight=0 0.0161263 0.0130514 0.0109764 0.00957342 0.00839587 0.00307487 0.00724195 0.00613838 0.00503864 0.00304684 0.00207499 0.00207649
internal_count=3910 3700 3113 2385 1667 1422 587 984 844 695 273 728 210
is_linear=0
shrinkage=0.0104612


Tree=2438
num_leaves=13
num_cat=0
split_feature=484 42 43 16 0 1 42 4 0 2 3 151
split_gain=5.42571e-05 6.00402e-05 7.67188e-05 9.79638e-05 9.77525e-05 0.000134117 0.000180424 0.000130893 7.54108e-05 0.000197612 0.000113525 7.73066e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.12326000000000002 0.3935300000000001 -0.077944999999999987 1.0000000180025095e-35 0.083725000000000008 -0.23071499999999998 -0.10575999999999998 0.085090000000000013 0.088060000000000013 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 9 -7 -11 -12
right_child=1 -3 -4 -5 7 8 -8 -9 -10 10 11 -13
leaf_value=-0.0019384230661963003 -0.0045485127343060363 -0.0018822700897821556 0.0023602939403178629 -0.0023460772468131127 -0.00040824347060208814 0.0048622330855638812 0.00061238991996331838 0.0032989175702584474 -0.0011735637472414285 0.0028458747421281454 -0.002717552872208874 0.00040332815482889927
leaf_weight=0.0012267515708437237 0.0012748486013240924 0.0012388847326301354 0.0014503214896414438 0.0013594930876693794 0.0015145731823381775 0.0010003872736082942 0.0011628529300039443 0.0019636074709326297 0.0017905171549611144 0.0010536747203961725 0.0011374100781504359 0.0019076638953068603
leaf_count=612 533 402 225 274 142 83 461 467 362 140 96 113
internal_value=0 0.000125465 0.000284754 7.22443e-05 0.000328984 -0.00017654 -0.00208662 0.00168463 0.000499285 0.00108669 0.000165189 -0.000762398
internal_weight=0 0.0168542 0.0156153 0.014165 0.0128055 0.00932735 0.0024377 0.00347818 0.00688965 0.00509914 0.00409875 0.00304507
internal_count=3910 3298 2896 2671 2397 1788 994 609 794 432 349 209
is_linear=0
shrinkage=0.00947501


Tree=2439
num_leaves=15
num_cat=0
split_feature=41 1 1 4 4 3 4 49 2 15 43 133 43 15
split_gain=4.78735e-05 5.83347e-05 8.68919e-05 8.29247e-05 0.000167271 0.000131341 0.000125768 7.90186e-05 8.13469e-05 0.000173044 0.000155217 0.000119104 0.000122926 1.16293e-05
threshold=0.078535000000000008 0.10113500000000002 0.092730000000000021 -0.034289999999999994 0.053925000000000008 -0.073984999999999981 0.24280000000000004 -0.084114999999999981 0.087005000000000013 -0.029114999999999999 0.013605000000000001 0.084630000000000025 -0.077544999999999989 0.084565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -6 -7 -1 9 -9 11 12 -10 -11
right_child=-2 3 -4 4 5 6 -8 8 10 13 -12 -13 -14 -15
leaf_value=-0.0023114315459701103 -0.0018903575980929708 -0.0014188505222943524 -0.0023874472776682517 0.0041064089092283703 0.0029497788698043545 -0.0031727531953557359 0.00083038321438510436 0.0042992700523434386 0.0018843302360626001 -0.0007456069654804547 0.0017946086386231581 -0.0040428632765062743 -0.00209967601427277 0.00059442335079462854
leaf_weight=0.0010381338235763088 0.0010205304571046505 0.0010973534895038712 0.0013759248203705958 0.0012581149322507105 0.0010862279028927223 0.0010304450146731985 0.0015926185943489191 0.0010961619766826931 0.0010681989923184802 0.0010545112785381554 0.0017536114888638682 0.0010115838193318991 0.0014629375795592141 0.001011482575824469
leaf_count=127 195 215 282 218 122 61 311 204 193 271 290 589 320 512
internal_value=0 0.00010086 -0.000290487 0.000802443 0.00129315 0.000338951 -0.00074221 1.33326e-05 0.000298657 0.00143184 -0.000377904 -0.00145328 -0.000418332 -8.95463e-05
internal_weight=0 0.0169373 0.0108725 0.00606476 0.00496741 0.00370929 0.00262306 0.00949662 0.00845849 0.00316216 0.00529633 0.00354272 0.00253114 0.00206599
internal_count=3910 3715 2788 927 712 494 372 2506 2379 987 1392 1102 513 783
is_linear=0
shrinkage=0.00892851


Tree=2440
num_leaves=20
num_cat=0
split_feature=1213 14 1374 11 157 159 130 150 47 12 43 151 16 12 47 48 1 16 2
split_gain=0.000418329 0.000255106 0.000196676 0.000204454 0.000169478 0.000210097 0.000164853 0.000155789 0.000209079 0.000186943 0.000342913 0.000195129 0.000192069 0.000410006 0.000161612 0.000144557 0.000118129 9.96064e-05 9.4654e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094679999999999986 0.088315000000000018 -0.077534999999999979 0.10519500000000001 -0.0015749999999999998 -1.0000000180025095e-35 0.10436500000000001 0.10214500000000001 -0.17307499999999998 -0.039414999999999999 -0.055679999999999993 0.088325000000000015 0.13177500000000003 0.086065000000000016 0.077800000000000022 -0.087969999999999979 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 9 10 -9 -12 15 -14 -10 16 18 -18 -13
right_child=1 -3 3 -5 5 -7 7 8 14 -11 11 12 13 -15 -16 -17 17 -19 -20
leaf_value=-0.00093307033083516724 -0.0005084163672858502 -0.0007018086943188053 0.00058486163959666285 -0.00051516523614399882 -0.00031532872931108632 -0.00056250391297029973 -0.00031091462904012589 0.00092265827674080944 0.00097830278770280913 -0.00038267363563263988 0.00056594796990327404 -0.00031034053669480333 -0.00079622160931505626 0.00041668115005251107 0.00019431778987694985 -0.00033699766777215963 0.00075203109681572765 0.00017771885022618126 0.00032711694310836106
leaf_weight=0.0010466992086347804 0.0012779165103378167 0.0010176971126736175 0.0016320975658658315 0.001162674011034869 0.0017130533161556277 0.0010430627294464338 0.0013685555213391867 0.0012858116417108221 0.0012736386104571619 0.0013617322383094538 0.001704296439843025 0.001031822853632638 0.0015753572091167338 0.0010100517475504223 0.001067167813126213 0.0010387873691574123 0.0014131791057136367 0.0012627822063219496 0.0010257506255073254
leaf_count=592 66 131 381 121 232 240 133 76 129 201 252 234 279 275 51 95 170 127 125
internal_value=0 2.64319e-05 5.83115e-05 9.12763e-05 0.000125163 8.60359e-05 0.000123344 0.000169112 0.000212762 0.000137595 0.000200027 0.000107683 1.42342e-05 -0.000322372 0.000620886 0.000164999 0.000275164 0.000481014 7.44758e-06
internal_weight=0 0.0242654 0.0232477 0.0219698 0.0208071 0.019175 0.018132 0.0164189 0.0150504 0.0127096 0.0113478 0.010062 0.00835773 0.00258541 0.00234081 0.00577232 0.00473353 0.00267596 0.00205757
internal_count=3910 3318 3187 3121 3000 2619 2379 2147 2014 1834 1633 1557 1305 554 180 751 656 297 359
is_linear=0
shrinkage=0.00148603


Tree=2441
num_leaves=21
num_cat=0
split_feature=1213 1456 11 453 4 0 403 133 151 49 47 15 13 0 16 52 13 1 12 47
split_gain=0.000369876 0.000386567 0.000249827 0.000247486 0.000282955 0.0002075 0.000231305 0.000245454 0.000153224 0.000213176 0.000170658 0.000199854 0.000300007 0.000502022 0.000491351 0.000176405 0.000143046 0.000137439 0.00010136 1.73919e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 1.0000000180025095e-35 0.28937500000000005 0.18055000000000002 0.03138500000000001 0.10599500000000002 -0.051109999999999996 -0.066239999999999979 0.10783500000000001 -0.10312999999999999 -0.07409499999999998 -0.099864999999999995 -0.094359999999999986 -0.077699999999999977 -0.0082649999999999998 0.088135000000000005 0.092365000000000017 0.13987500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 -3 11 -10 18 14 -14 -16 -8 -15 -13 -12
right_child=1 2 -4 -5 -6 -7 16 -9 10 -11 19 12 13 17 15 -17 -18 -19 -20 -21
leaf_value=-0.00097613896192739254 -0.00096584432183651598 0.00085684843177950788 -0.00067699849561527988 -0.00068197170436618589 0.0007304859550428907 0.00076913377449911325 0.00097662466507628261 -0.0008165632135401572 -0.00073939750435532761 -9.935355176309147e-05 0.00052915945221605884 0.00058732400827583679 -0.00061485860408024495 -0.000477306026117324 9.0934950236082291e-05 0.00099567222446025894 0.00016031208229421646 -0.0012400397875280066 -4.1420440854217579e-05 0.00022679512001471015
leaf_weight=0.0010454634703835888 0.0010267938908188083 0.0012867977206680939 0.0011706593363619905 0.0010393922744037489 0.0019701409124772062 0.0011055545980211958 0.0010317397081804347 0.0010062242136875182 0.0012965748490059376 0.0012251816083222707 0.0010470700036615552 0.0020020049955556058 0.0014887777902153135 0.0014416936283895955 0.0010511763019529496 0.00129458391222847 0.0013135462781557741 0.0011378693689575031 0.001053351688278803 0.0010022489263334933
leaf_count=592 332 138 143 89 357 28 93 394 115 256 78 381 36 382 44 31 115 193 96 17
internal_value=0 1.99564e-05 6.21943e-05 0.000100158 0.000137527 7.84796e-05 3.76015e-05 -3.15821e-05 1.99511e-05 0.000390475 -5.26764e-05 -0.000135281 -5.25643e-05 -0.00025412 0.000122357 0.000590244 0.000519425 -0.000813755 0.000370561 0.000381284
internal_weight=0 0.0249914 0.0239646 0.0227939 0.0217545 0.0197844 0.0186788 0.0163336 0.0153273 0.00251198 0.0128154 0.010766 0.00946946 0.0064141 0.00383454 0.00234576 0.00234529 0.00257956 0.00305536 0.00204932
internal_count=3910 3318 2986 2843 2754 2397 2369 2161 1767 394 1373 1278 1163 686 111 75 208 575 477 95
is_linear=0
shrinkage=0.0016407


Tree=2442
num_leaves=14
num_cat=0
split_feature=11 0 43 4 42 3 43 15 3 15 16 1 4
split_gain=4.65807e-05 8.55791e-05 0.000122242 0.00010335 7.90806e-05 0.000112849 0.000105618 0.000114436 8.82273e-05 0.000133408 0.00012525 9.23461e-05 6.55144e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.24333999999999997 -0.49837999999999999 -0.088669999999999985 -0.084129999999999996 -0.068454999999999988 -0.053579999999999996 0.084925000000000014 -0.017214999999999998 -0.064504999999999993 0.10498500000000001 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 -7 12 10 11 -10 -8
right_child=-2 3 4 -5 5 6 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0032399186194567785 -0.0017177977244736357 -0.00071527971557508268 0.0025817693493838485 0.0030192394185402801 -0.0030904698394359914 0.0036104264027740866 -0.0035164654218794791 -0.00056853597816076387 -0.0013691878408973075 0.0028091944983675309 -0.0035790881245237366 0.0020240088213580405 -0.00035064740565219466
leaf_weight=0.0011298355328882006 0.0013852927043885464 0.0011073846653795461 0.0010778936255014604 0.001845912768547558 0.0011062543823105756 0.0014762320813823003 0.0012111156220285645 0.001045530069337039 0.001461969525217377 0.0014432557827491754 0.0010007497811196919 0.0015364182594963926 0.0012312672626239654
leaf_count=165 254 104 332 228 655 517 783 267 75 107 72 162 189
internal_value=0 0.000126549 -0.000194679 0.00161892 7.85877e-05 -0.000155774 0.000156195 0.00187782 -0.000394426 0.000290429 -0.000618573 0.000369536 -0.0019205
internal_weight=0 0.0166738 0.0137205 0.0029533 0.0125907 0.0115128 0.0104065 0.00252176 0.00788478 0.00544239 0.00399914 0.00299839 0.00244238
internal_count=3910 3656 3324 332 3159 2827 2172 784 1388 416 309 237 972
is_linear=0
shrinkage=0.00966451


Tree=2443
num_leaves=18
num_cat=0
split_feature=1213 14 157 1374 14 124 48 40 133 48 4 52 4 2 16 4 2
split_gain=0.000437665 0.000228457 0.000206512 0.000141708 0.000158997 0.000184538 0.000206266 0.000248813 0.000194297 0.000203929 0.000214123 0.000214084 0.000166555 0.000153096 0.000136992 0.000124678 0.000112509
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.077044999999999988 -0.095439999999999983 -0.13131999999999996 -0.048219999999999992 0.11930500000000001 -0.062739999999999976 -0.086869999999999989 0.088875000000000023 0.074650000000000008 -0.092084999999999986 -0.23071499999999998 0.086875000000000022 -0.30307999999999996 -0.0025899999999999994 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9 10 11 -10 -13 15 -12 -14 -11
right_child=1 -3 3 4 5 6 -8 8 9 16 14 12 13 -15 -16 -17 -18
leaf_value=-0.0010746624899737687 0.00059615858559471211 -0.00075553205478677327 -0.00053509423781891014 -0.00045445516326720633 0.00070576148633191111 -0.00063998942214104943 -0.0006508240330510564 0.00063871137457457419 -0.00080754919968756582 8.8276685859436173e-05 1.5541172355915099e-05 -0.00052594905251064281 0.00025443379673562548 0.00047198407369342576 0.00071718467558721112 -0.00048880789828043177 0.00081709159321229844
leaf_weight=0.0010638564919545545 0.0018269317077502572 0.0010136399478227467 0.0012574148716666391 0.0016448919595990338 0.0012637176833421955 0.001203980339410461 0.0011212008712002805 0.0019823794452060008 0.0012719823342242764 0.0010212953846382858 0.0016892518610296114 0.0015408860546997308 0.0011468447292757328 0.0019007988187450635 0.001446790487985905 0.0014083072005250576 0.0014152477356534632
leaf_count=592 438 131 34 133 238 116 105 333 314 103 212 58 403 444 43 109 104
internal_value=0 2.21108e-05 5.61724e-05 9.88952e-06 4.40547e-05 8.85889e-05 4.31091e-05 9.16523e-05 0.000151076 7.57976e-05 -2.62566e-05 -0.000183945 -5.16733e-05 0.000112333 0.000339239 -0.000155214 0.000511603
internal_weight=0 0.0241556 0.0231419 0.021315 0.0200576 0.0184127 0.017149 0.0160278 0.0148238 0.0128414 0.0104049 0.00726882 0.00599684 0.00445595 0.00313604 0.00255515 0.00243654
internal_count=3910 3318 3187 2749 2715 2582 2344 2239 2123 1790 1583 1328 1014 956 255 512 207
is_linear=0
shrinkage=0.00167351


Tree=2444
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 0 403 0 43 48 47 16 4 1 16 16 43 15 12 3
split_gain=0.000408191 0.000305429 0.000246669 0.000227562 0.000218914 0.000204613 0.000259113 0.000196365 0.000186283 0.000294721 0.000256893 0.000246825 0.000318552 0.000237606 0.000247358 0.000232414 0.000201584 0.000254757 0.000214623 0.000116621
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089560000000000015 0.27608500000000008 0.18055000000000002 0.092300000000000007 -0.230625 -0.053009999999999995 0.086665000000000006 0.09550500000000002 0.24895000000000003 -0.0025899999999999994 0.094695000000000015 -0.09601999999999998 -0.008069999999999999 -0.079109999999999986 -0.017214999999999998 0.084100000000000022 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 16 11 12 15 14 -14 19 17 -9 -19 -10
right_child=1 2 -4 -5 -6 -7 -8 8 10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.0011043852105355686 -0.00093060277055292083 0.00065521495742744081 -0.0007766102428042337 -0.00070569666560118562 0.00070389614920544734 0.00082254306741619829 0.00081277496289292321 -0.00089677513679300026 0.00023956512595957606 0.00087403339229192103 0.00048441027260585792 -0.0011115700162485722 -0.0003404146605056198 6.1113589006883312e-06 -0.0015262984601702972 0.00073280802575789175 0.00065028107482648079 0.00073104021957265028 -0.00030886499579900223 -0.00057098729964415683
leaf_weight=0.0010604757272744047 0.0010203753814917336 0.0012661972373164609 0.0010576784542758446 0.0010521918689288664 0.0019736365998844268 0.0011143020737692791 0.0012712446998273388 0.0012275797315315726 0.0010323696161860249 0.001430347020276404 0.0013709875014442643 0.0011434495712888994 0.0010705247463506234 0.0012780534440852698 0.00115143057226015 0.0013446727936214792 0.0010479134639365664 0.0010007380184727001 0.0016714495742298774 0.0012231796290000652
leaf_count=592 332 40 91 129 373 28 127 293 70 210 100 148 84 49 98 124 218 119 262 423
internal_value=0 2.07928e-05 6.17057e-05 0.000100817 0.000140072 8.34255e-05 3.8979e-05 -1.80168e-05 -7.13189e-05 0.000164012 -0.000227429 -0.000345813 -0.000222493 -0.000604009 -0.000954947 0.000148404 -4.12511e-05 -0.000227074 8.0581e-05 -0.000199996
internal_weight=0 0.0247483 0.0237279 0.0226703 0.0216181 0.0196444 0.0185301 0.0172589 0.0159927 0.00637803 0.00961467 0.00824368 0.00710023 0.00350001 0.00222196 0.00360022 0.00494768 0.00389977 0.00267219 0.00225555
internal_count=3910 3318 2986 2895 2766 2393 2365 2238 2198 1102 1096 996 848 231 182 617 892 674 381 493
is_linear=0
shrinkage=0.00177594


Tree=2445
num_leaves=20
num_cat=0
split_feature=1213 14 453 11 4 403 151 160 13 0 0 1 3 15 47 2 13 2 1
split_gain=0.000465541 0.000227615 0.000212851 0.00020973 0.000214772 0.000152219 0.00020374 0.000286907 0.00019644 0.000375772 0.000248653 0.000221554 0.000226453 0.000180988 0.000158639 0.000170662 0.000241118 0.000154273 0.000147625
threshold=-1.0000000180025095e-35 0.020750000000000005 1.0000000180025095e-35 0.088315000000000018 0.28937500000000005 0.03138500000000001 -0.051109999999999996 -0.085819999999999994 -0.48634999999999995 0.10302000000000001 -0.053834999999999994 0.11561500000000001 -0.082394999999999982 0.085120000000000015 0.09252500000000001 0.10393500000000001 -0.07409499999999998 0.092340000000000019 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 17 -8 -9 10 11 12 -10 -7 15 16 -14 -2 -18
right_child=1 -3 -4 -5 -6 13 7 8 9 -11 -12 -13 14 -15 -16 -17 18 -19 -20
leaf_value=-0.0010591641281662999 9.4219092192805175e-05 -0.00073386662796637834 -0.00061542008359110462 -0.00060880049716054857 0.00066636660863465954 -1.2868417405791972e-05 -0.00085747700765566705 -0.00067917919896979856 -0.00073863989732471152 0.0007849654568117554 -0.0006240388127834787 0.00062860402978853205 0.0010314016189770753 0.00086749281152416556 -0.00045073480777049687 -0.00036343698835412442 0.00054564668128821118 0.0009457064393679649 -0.00025694098292309658
leaf_weight=0.00111360098384125 0.0012860208612401674 0.0010162909944329132 0.0011923641912132679 0.0010787913094729698 0.001852092883453625 0.0011808310015869452 0.0010960971766413542 0.001006687518717791 0.0011010520777050949 0.0017200024975800856 0.0016650082005300682 0.0015574605696986321 0.0010786627309501591 0.0013441956680810829 0.0012340667391244065 0.0010708663846616395 0.0011185371835951167 0.0010327746856779313 0.001375656415093518
leaf_count=592 302 137 98 118 347 151 398 31 477 77 205 80 209 66 83 136 160 130 113
internal_value=0 2.59819e-05 5.95699e-05 9.64909e-05 0.000133212 8.0877e-05 2.29517e-05 -5.15379e-05 1.67934e-05 7.55644e-05 -4.40449e-05 6.90831e-05 -5.57846e-05 0.000455791 7.21307e-05 0.000211082 0.000383278 0.000473465 0.000102985
internal_weight=0 0.0240075 0.0229912 0.0217988 0.02072 0.0188679 0.0163429 0.0140241 0.012928 0.0119213 0.0102013 0.0085363 0.00697884 0.00252503 0.00587779 0.00464372 0.00357286 0.0023188 0.00249419
internal_count=3910 3318 3181 3083 2965 2618 2401 1969 1571 1540 1463 1258 1178 217 701 618 482 432 273
is_linear=0
shrinkage=0.0016407


Tree=2446
num_leaves=13
num_cat=0
split_feature=484 52 15 15 457 4 48 15 15 150 3 2
split_gain=4.88063e-05 5.86429e-05 0.000102046 8.57498e-05 0.000100534 0.000143025 0.000180662 0.000171638 0.000211198 0.000110796 0.000110095 0.000174885
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 -0.11739999999999999 -0.0034949999999999994 0.15927500000000003 0.081315000000000012 0.088615000000000013 -0.017214999999999998 0.090965000000000004 0.084925000000000014 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 -8 11 -10
right_child=1 -3 3 4 5 -7 9 -9 10 -11 -12 -13
leaf_value=-0.0020229004830604014 0.0033894005330575138 -0.0023271438622507177 -0.002450781418929608 -0.0028626804570516464 -0.0031389914209276094 0.0035213467416593315 0.0037777784451322066 -0.0043158375168107169 -0.0021990189254362021 -0.00047523832912830041 0.003514715989769246 0.002403419291658894
leaf_weight=0.0012433763268722029 0.0010759479295140836 0.0010051152046374389 0.0013598922396491605 0.0010149631317058492 0.0017742092105979624 0.0015629939340153819 0.0019754065557538109 0.0012060779154872067 0.0018204043346962467 0.0010146410278575324 0.0014296767879593553 0.0017938663556181234
leaf_count=612 280 353 227 146 379 147 252 556 601 55 82 220
internal_value=0 0.000124023 0.000277735 5.38208e-05 0.000304404 0.000559982 0.000139746 -0.000678102 -3.4615e-05 0.00233456 0.00105735 8.53034e-05
internal_weight=0 0.0170332 0.0160281 0.0149521 0.0135922 0.0125773 0.0110143 0.00802423 0.00681816 0.00299005 0.00504395 0.00361427
internal_count=3910 3298 2945 2665 2438 2292 2145 1838 1282 307 903 821
is_linear=0
shrinkage=0.0104612


Tree=2447
num_leaves=14
num_cat=0
split_feature=1 4 4 12 12 150 151 0 1 16 52 1 1
split_gain=4.42485e-05 0.000100911 0.000127308 0.000110753 0.000126088 9.72718e-05 9.33683e-05 7.70934e-05 7.35994e-05 0.000110732 0.000151925 0.000110058 0.000116515
threshold=0.085835000000000009 -0.15333499999999997 -0.49837999999999999 0.083175000000000013 0.091555000000000011 0.075065000000000007 -0.024429999999999997 -0.084074999999999997 0.12811000000000003 0.050115000000000007 -0.0093349999999999978 0.092550000000000007 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 8 -7 -5 9 10 -2 -12 -13
right_child=5 3 -4 4 -6 6 -8 -9 -10 -11 11 12 -14
leaf_value=-0.0016611157325934281 0.003670199991097228 -0.0043410500328619024 0.0031659258702141325 -0.00097402913084764864 -0.0035410750868320275 0.0046108831778294123 0.00046124181993774632 0.0027682586547337126 0.0017219703495519759 -0.0039206689715771438 0.0019129286362000034 -0.0041353941262330307 -3.8930731136815514e-05
leaf_weight=0.0010967295883028 0.0010002986142656949 0.001214052228366732 0.0014374385734650108 0.0013944870003415343 0.0011589872467609817 0.0010870533727476714 0.0014288201162805797 0.0011384510818096536 0.0018579277263051095 0.0010161617612093297 0.0011302782062703343 0.0014918164214941798 0.0016817247286375903
leaf_count=75 139 228 91 763 658 225 127 385 286 327 252 207 147
internal_value=0 -0.000652143 0.00107689 -0.00154527 -0.000625908 0.000419418 0.00225421 0.000707975 -0.000145022 -0.000693848 -7.56548e-05 -0.000946271 -0.00196459
internal_weight=0 0.00744015 0.00253417 0.00490598 0.00369193 0.0106941 0.00251587 0.00253294 0.00817821 0.00632028 0.00530412 0.00430382 0.00317354
internal_count=3910 2200 166 2034 1806 1710 352 1148 1358 1072 745 606 354
is_linear=0
shrinkage=0.0106704


Tree=2448
num_leaves=20
num_cat=0
split_feature=1213 14 453 16 49 51 157 130 0 1 48 16 0 0 2 43 43 13 42
split_gain=0.000454506 0.000313834 0.000183277 0.00020326 0.000185578 0.000195836 0.000193218 0.000206192 0.000174454 0.000359247 0.000232237 0.000214691 0.000301514 0.000200358 0.000124434 0.000101843 0.000194933 0.000114674 6.69803e-05
threshold=-1.0000000180025095e-35 0.056865000000000006 1.0000000180025095e-35 -0.48509999999999992 0.13906000000000002 0.13474500000000003 -0.077044999999999988 -0.0015749999999999998 -0.089879999999999974 0.094385000000000011 0.085760000000000017 -0.083144999999999983 -0.06402999999999999 -0.15007499999999999 0.086775000000000005 -0.074254999999999988 0.11352500000000001 0.17936000000000002 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 5 6 -5 -8 9 14 11 -10 -13 -11 -9 17 -17 -14 -2
right_child=1 -3 -4 4 -6 -7 7 8 10 13 -12 12 15 -15 -16 16 -18 -19 -20
leaf_value=-0.0010866071712158725 0.00076880662847496448 -0.00088859989825951842 -0.00058601794925719909 0.00070962999614423582 0.00072749626986161006 -0.00070038755107756944 -0.00057680648540337344 -0.00024448264711627167 0.00062781795451916816 -0.0002400927654938365 0.00082693219885953361 -0.00077628255203699174 0.00074329961321713213 0.00063933519016519413 -0.00090404331827336176 -0.00065221570013241086 0.00037967351528204698 -7.5381567697078166e-06 0.00022809391537524106
leaf_weight=0.0010709854503016944 0.0015010471130768093 0.0010049825217002461 0.0011469769827534551 0.0011453275980904008 0.0010463096080657727 0.0010457993349326433 0.0015762886369106157 0.0017886243100085518 0.0016191854420177397 0.0012609104021641462 0.0014390708335238825 0.0012835746642047155 0.0012104280773577655 0.0017088158628624957 0.0014509617810466793 0.0010008975364000482 0.0010512011894627804 0.0010761749068990412 0.0011206015627200083
leaf_count=592 171 128 98 341 106 144 219 158 210 48 177 748 82 146 196 181 24 24 117
internal_value=0 2.71894e-05 6.63997e-05 9.99182e-05 4.16716e-05 3.21016e-06 4.4991e-05 -1.23898e-06 5.96925e-05 -0.000154486 0.000212897 9.08722e-05 -6.37653e-05 0.000265941 -0.00053989 0.000147028 -0.000123624 0.000389923 0.000537684
internal_weight=0 0.0244772 0.0234722 0.0223252 0.0197036 0.0186573 0.0176115 0.0164661 0.0148898 0.00620931 0.00868053 0.00724146 0.00562228 0.00296973 0.00323959 0.0043387 0.0020521 0.0022866 0.00262165
internal_count=3910 3318 3190 3092 2804 2698 2554 2213 1994 548 1446 1269 1059 194 354 311 205 106 288
is_linear=0
shrinkage=0.00167351


Tree=2449
num_leaves=14
num_cat=0
split_feature=484 151 1 12 3 51 47 3 43 2 3 403 13
split_gain=4.82557e-05 5.56376e-05 8.8996e-05 0.000126697 0.000107185 7.49068e-05 0.000117997 0.000127936 0.000147925 0.000134501 0.000105065 7.95727e-05 0.000250773
threshold=-0.0043499999999999988 0.079335000000000017 0.12811000000000003 0.10852500000000001 -0.15464999999999998 0.08955500000000001 0.09252500000000001 -0.078884999999999997 -0.06705499999999999 0.085805000000000006 0.094625000000000015 0.03138500000000001 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 11 -9 -10 -11 12 -6
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.001934161042073945 0.0029363454900184524 0.002257553195528777 0.0021657150944950042 -0.0037015539447089315 0.0013095744858161061 -0.0025643870489186066 -0.0024399879924893206 0.0048619428436028666 0.0033835818477365187 -0.0024429645186362916 0.0011616914323320472 0.0011535758680695459 -0.0054031679410042176
leaf_weight=0.0012393495966326632 0.0011272368644494003 0.0011488812644829495 0.0016622696678240305 0.0010232052164627975 0.0010786011833003135 0.0013219417322935583 0.0017158473776277003 0.0010052752236251565 0.0012690808774963444 0.0014921669888712519 0.0018081011756531096 0.0010549547943768944 0.0011762383591785355
leaf_count=612 196 143 300 210 335 227 189 266 140 249 123 201 719
internal_value=0 0.000121441 -3.45262e-05 -0.00029442 -2.72671e-05 -0.000307475 -2.60189e-05 0.000440191 0.00136992 0.000601658 -0.0004681 -0.00112573 -0.00219213
internal_weight=0 0.0168838 0.0157349 0.0140726 0.0130494 0.0119222 0.0106003 0.00888442 0.00557462 0.00456935 0.00330027 0.00330979 0.00225484
internal_count=3910 3298 3155 2855 2645 2449 2222 2033 778 512 372 1255 1054
is_linear=0
shrinkage=0.010055


Tree=2450
num_leaves=15
num_cat=0
split_feature=158 156 14 159 1 0 15 16 0 43 15 15 4 0
split_gain=4.59466e-05 8.47272e-05 0.000124271 8.61402e-05 8.20782e-05 0.00012686 0.000116168 0.000135104 0.000101639 0.000122949 0.000143491 0.000120198 9.46599e-05 8.24528e-05
threshold=0.084965000000000027 0.091280000000000014 -0.076254999999999989 0.073745000000000019 0.085835000000000009 -0.10131499999999999 0.088190000000000004 0.22945500000000005 -0.10575999999999998 -0.079109999999999986 -0.031229999999999997 -0.07142999999999998 -0.08422499999999998 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 12 11 -10 -11 13 -7 -6
right_child=-2 -3 3 -5 8 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.002954416966389459 -0.0019452387965603816 -0.0025223987121110077 -0.0034298970132713652 0.0029435620956331427 -0.0005208013874149933 -0.0042770195728047428 0.0025493015696598366 0.0018194539964489652 -0.0028077950062327835 0.0026929886336552805 -0.0017094996875430743 0.0044799124376594234 -0.0004102977841356471 0.00280576626339541
leaf_weight=0.0010032291762346905 0.0010444999104911616 0.0010365269429807025 0.0011235780177576557 0.0011833342503224835 0.0015782580043079975 0.0010204407404737553 0.0012808969342907317 0.0011799226637243809 0.0011282442538035602 0.0016369483037623508 0.0011189698121785723 0.0012050715757939497 0.0012830142106514631 0.0011609753132034834
leaf_count=95 423 331 145 281 65 316 394 154 240 193 355 116 659 143
internal_value=0 0.00010236 0.000273438 0.000490777 0.000279171 -0.000565981 0.000109428 -0.000787755 0.000914816 -0.000173132 0.000905471 0.00198618 -0.00212327 0.000889105
internal_weight=0 0.0169394 0.0159029 0.0148997 0.0137163 0.00588785 0.00476427 0.00348338 0.00782847 0.00388416 0.00275592 0.0039443 0.00230345 0.00273923
internal_count=3910 3487 3156 3061 2780 1668 1523 1129 1112 788 548 324 975 208
is_linear=0
shrinkage=0.00947501


Tree=2451
num_leaves=19
num_cat=0
split_feature=14 157 0 12 159 48 42 15 43 3 47 1 42 1 48 48 1 1
split_gain=0.000320315 0.000178888 0.000146562 0.000150268 0.00012122 0.000154675 0.000162844 0.000204306 0.000153215 0.000230529 0.000194422 0.000196736 0.00017086 0.000179126 0.000183202 0.000161751 0.000152523 9.72386e-05
threshold=0.064610000000000015 -0.077044999999999988 0.18055000000000002 0.10852500000000001 0.10461500000000003 0.12862000000000004 -1.0000000180025095e-35 -0.017214999999999998 -0.074254999999999988 -0.075954999999999981 0.096175000000000024 0.10498500000000001 0.086325000000000013 0.092550000000000007 0.086125000000000021 0.086870000000000017 0.11507500000000002 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 15 11 12 13 14 17 -8 -13 -10
right_child=-2 2 -4 -5 -6 -7 8 -9 10 -11 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.00050490688055136051 -0.00094380770388318553 -0.00084190820024312757 0.00056183672929854367 -0.00057810571458932292 -0.00058204008908877762 -0.0006014546928625762 -0.00015193797133800102 5.5191619655728517e-05 9.6758331010188603e-05 0.0010185865406125536 -0.00066829797267411095 0.00097253259219516684 -0.00067645721288849654 -0.00048687558043961218 -0.00030869916788782653 0.00066866410671030066 8.2718419321843568e-05 0.00070250510537646837
leaf_weight=0.0019691098317883389 0.0010025608497800436 0.0011768567564245623 0.0011398684103108734 0.0014289946375011823 0.0010010301475075157 0.001067272874877955 0.0018433557415400356 0.0017960066753285623 0.0012642109340516077 0.0012038578488148379 0.0010346813228964144 0.0011027745320348475 0.0010149092034353879 0.0012523142387333708 0.0012463985049540605 0.0010593256832173784 0.0010562355363556751 0.0017973908241479819
leaf_count=452 138 268 44 277 227 86 348 540 101 221 76 113 574 85 41 95 121 103
internal_value=0 2.21335e-05 -2.21119e-05 -5.48277e-05 -1.52984e-05 1.63682e-05 5.55048e-05 -0.00029994 0.00013166 0.000402892 1.76429e-05 9.89013e-05 -4.50216e-05 7.02327e-05 0.000232181 0.000147539 0.000537216 0.000452377
internal_weight=0 0.0234546 0.0214855 0.0203456 0.0189166 0.0179156 0.0168483 0.00297286 0.0138755 0.00410654 0.00976892 0.00873423 0.00657522 0.00556031 0.004308 0.00290268 0.00215901 0.0030616
internal_count=3910 3772 3320 3276 2999 2772 2686 808 1878 664 1214 1138 904 330 245 443 234 204
is_linear=0
shrinkage=0.00167351


Tree=2452
num_leaves=22
num_cat=0
split_feature=1213 1456 11 1186 130 453 13 157 474 15 13 4 39 4 3 0 2 43 48 4 4
split_gain=0.000540164 0.000448967 0.000324686 0.000239377 0.000529174 0.00022295 0.000225898 0.000225286 0.000391442 0.000221278 0.000189546 0.000255465 0.000305862 0.00027598 0.000418895 0.00032399 0.000210233 0.000157004 0.000142543 0.000260081 0.000320544
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.085080000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.52445999999999982 -1.0000000180025095e-35 0.084655000000000022 -0.15202999999999997 -0.07409499999999998 0.10910000000000002 0.005105000000000001 0.0057500000000000008 -0.088024999999999978 -0.14293499999999998 0.086915000000000006 -0.16369999999999998 0.088985000000000009 -0.077679999999999985 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -8 -9 18 12 13 14 17 -15 -16 -12 19 -11 -21
right_child=1 2 -4 -5 5 -7 7 9 -10 10 11 -13 -14 15 16 -17 -18 -19 -20 20 -22
leaf_value=-0.0011525361259987613 -0.0010150352134831095 -0.0010179859898073473 -0.0007472025104854576 0.00089827691600825356 -0.00057860894182135234 -0.00057924153100204928 -0.0010765276193439725 0.00091814175947155252 0.00035843170165133099 0.0008530565588320872 0.00089348323737442202 -0.00061421257529468325 0.00093313380098462926 0.0010588739031435635 -0.00011942316805687129 -4.2752087373291816e-05 -0.0010104525126437712 -1.2344653591758283e-05 0.00098805070594263971 -0.00068769303569021811 0.00048710721638654114
leaf_weight=0.0011884517018615473 0.0011639429008415995 0.0012218668740976288 0.0013509974973581257 0.0010792074194750359 0.0011014932621791198 0.0012067509524205091 0.0010200673384816684 0.001445000126218776 0.0012121275454665195 0.0017363191860046423 0.0010001017695328018 0.0013152426408642942 0.001376235191260817 0.0014511059507640311 0.0014973942163499909 0.0016767528327412823 0.0015917666325392446 0.0012599316836885092 0.001232705697610248 0.0011349484224587444 0.0016761846267903113
leaf_count=592 332 224 143 76 53 88 212 262 279 152 60 119 120 17 174 109 242 139 130 302 85
internal_value=0 2.26502e-05 6.808e-05 0.000111727 7.65868e-05 0.000134903 0.000174567 0.000214789 -0.000297315 0.000276936 0.000222268 9.24042e-05 0.000186725 6.55471e-05 -0.000169971 0.000468325 -0.000578548 0.000388499 0.000473195 0.000333629 1.28011e-05
internal_weight=0 0.0277501 0.0265862 0.0252352 0.024156 0.0229341 0.0217274 0.0206259 0.00223219 0.0183937 0.0169487 0.0111685 0.00985329 0.00847705 0.00534919 0.00312786 0.00308916 0.00226003 0.00578016 0.00454745 0.00281113
internal_count=3910 3318 2986 2843 2767 2543 2455 2402 491 1911 1649 980 861 741 615 126 416 199 669 539 387
is_linear=0
shrinkage=0.00170698


Tree=2453
num_leaves=13
num_cat=0
split_feature=48 4 0 39 3 43 12 0 16 160 2 12
split_gain=4.60836e-05 0.000101999 0.000102432 6.70776e-05 0.000101408 8.4401e-05 0.000221197 0.000187465 0.000175578 0.000266763 0.000201679 0.000112845
threshold=0.12675000000000003 0.28937500000000005 -0.23029999999999998 0.096625000000000016 0.11476000000000001 -0.074254999999999988 0.089995000000000006 -0.10209999999999998 0.24895000000000003 0.031805000000000007 0.086915000000000006 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 9 10 -4 -9
right_child=-2 -3 3 -5 -6 6 -8 11 -10 -11 -12 -13
leaf_value=0.0022438310830855844 -0.0018801279174833385 0.002125207447917817 0.00026977075046015221 -0.0026887935436124472 0.0020230479215883578 -0.0028713627682099147 -0.0048699866944360666 -0.00029532434207475423 0.0037435443630144363 0.003539789778909641 -0.0047451755273168602 0.0035764421052175118
leaf_weight=0.0014361298690459519 0.00111992724431098 0.0019805893251416918 0.0015562705321732059 0.0010745770126822105 0.0015783432512958004 0.0017034774598469471 0.0012406471365837297 0.001909386224346314 0.0010788820108845673 0.0010422827836348222 0.0013396411543412264 0.0010460479271184181
leaf_count=77 131 399 378 92 115 165 816 463 197 282 485 310
internal_value=0 0.00010424 -0.000162505 -0.000417179 -0.000221819 -0.000546385 -0.00131467 -0.00036791 0.000357042 -0.000570702 -0.00205013 0.00107505
internal_weight=0 0.0169863 0.0150057 0.0135696 0.012495 0.0109166 0.00589956 0.00465891 0.00501708 0.00393819 0.00289591 0.00295543
internal_count=3910 3779 3380 3303 3211 3096 1754 938 1342 1145 863 773
is_linear=0
shrinkage=0.00947501


Tree=2454
num_leaves=20
num_cat=0
split_feature=1213 14 11 453 4 1374 151 13 376 160 47 47 0 43 13 42 16 0 12
split_gain=0.000399926 0.000304299 0.000175902 0.000186488 0.000228265 0.000171873 0.000223092 0.000197618 0.000227633 0.000280298 0.000242433 0.000163101 0.000188274 0.000438995 0.000289529 0.000249733 0.000352952 0.000149838 0.000145679
threshold=-1.0000000180025095e-35 0.056865000000000006 0.088315000000000018 1.0000000180025095e-35 0.28937500000000005 -0.094679999999999986 -0.039414999999999999 -0.51172499999999987 0.048375000000000008 -0.085819999999999994 0.10783500000000001 0.09252500000000001 -0.081964999999999996 -0.17307499999999998 -0.074599999999999986 0.083725000000000008 -0.19424999999999998 -0.11287999999999999 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 18 -8 9 -9 11 12 15 -14 -15 16 -11 -18 -7
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 -12 -13 13 14 -16 -17 17 -19 -20
leaf_value=-0.00098706102892507069 -0.00049269490641597007 -0.00086061385443305326 -0.00056495983804694583 -0.00052164810634482194 0.00068741426204631554 0.00091832217253549073 -0.00065048247769089668 -0.00077622495684910218 0.00080197397258510359 -0.00074468864885321917 0.00066721800363162573 -0.00059702924857139253 0.00062852779427176298 0.0001223779223750311 -0.00093885142448902595 0.00076566970117741872 0.00073263056684109247 -9.3937856608587901e-05 0.00011742654393854828
leaf_weight=0.0010970767451241653 0.0013194255245467792 0.0010011693912060351 0.0011431680313414008 0.0012478460438044561 0.0018150523323949451 0.0014299783490920896 0.0010196650331124541 0.0010515410352503829 0.0011357642134570559 0.0011019110205026106 0.0017756099677845869 0.0010641544173766735 0.0012596645734395144 0.0011255167776647017 0.0017968657630999538 0.0018782243453647554 0.0013699366601196417 0.001037448806872952 0.0010679501272616507
leaf_count=592 64 128 123 96 350 164 28 417 64 67 101 77 71 182 532 244 62 278 270
internal_value=0 2.53539e-05 6.28756e-05 9.47792e-05 0.000130979 7.90098e-05 0.000120652 4.78306e-05 9.66121e-05 3.7097e-05 0.000106016 1.23073e-05 8.00666e-05 -0.000181136 -0.000530133 0.000282824 2.43984e-05 0.000376426 0.000575912
internal_weight=0 0.0246409 0.0236397 0.0224966 0.0212487 0.0194337 0.0181142 0.0156163 0.0145966 0.0134609 0.0124093 0.0106337 0.00956957 0.00418205 0.00292238 0.00538752 0.0035093 0.00240739 0.00249793
internal_count=3910 3318 3190 3067 2971 2621 2557 2123 2095 2031 1614 1513 1436 785 714 651 407 340 434
is_linear=0
shrinkage=0.0016407


Tree=2455
num_leaves=19
num_cat=0
split_feature=1213 14 1374 52 157 1 14 3 133 48 42 47 1 15 403 2 151 0
split_gain=0.000370724 0.000227684 0.000173774 0.000148555 0.000248531 0.000241288 0.000306027 0.000206542 0.000183672 0.000217864 0.000243018 0.000330474 0.000279976 0.000207452 0.000201428 0.000228436 8.62274e-05 0.000115096
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094679999999999986 -0.40083499999999994 -0.077534999999999979 0.14000500000000002 -1.0000000180025095e-35 -0.15464999999999998 0.10681500000000001 0.11379500000000002 -0.089744999999999978 0.09252500000000001 0.094385000000000011 -0.050004999999999994 0.086810000000000012 0.086545000000000025 -0.030624999999999996 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 9 10 -9 12 14 -14 15 -12 -17 -18
right_child=1 -3 3 4 5 -7 7 8 -10 -11 11 -13 13 -15 -16 16 17 -19
leaf_value=-0.0010276060015651806 -0.00056121088695399465 -0.00076218698347487032 -0.00045842648940293024 0.00079835825600948172 -0.00066776502118963237 0.00088209601015947154 0.00077891416473706732 -0.00062898034154149692 -0.00063563669404319723 -0.00061803541227753087 -0.00056264272018693626 -0.00044560917958318705 0.0014700144196571811 0.00042282089095407058 0.00089721090237035916 0.0006546156487705298 -0.00016457523899164372 0.00045803789962995555
leaf_weight=0.0010161282688404818 0.0012292340951915995 0.0010208237802807807 0.0013043921742536711 0.0015243202565020401 0.0016456529641351641 0.0010313137200163329 0.0012259133912898611 0.0010111079505741713 0.0010578626224153455 0.0011135444578509466 0.0012554429763356597 0.0016996284103881201 0.0010152790373823771 0.0012059455301755141 0.0010431664382619943 0.0011881245736609872 0.0018791812838292227 0.0016032155844660225
leaf_count=592 66 131 370 300 113 139 94 185 398 75 322 165 200 167 74 75 377 67
internal_value=0 2.59204e-05 6.24342e-05 9.9283e-05 0.00013659 8.04715e-05 3.168e-05 0.000106919 4.83792e-05 0.000103978 0.000171534 0.00024586 0.000373737 0.000901473 0.000205536 8.37781e-05 0.000257537 0.000122062
internal_weight=0 0.0230541 0.0220333 0.0208041 0.0194997 0.0179754 0.0169441 0.0152984 0.0140725 0.0130146 0.0119011 0.01089 0.00919036 0.00222122 0.00696913 0.00592596 0.00467052 0.0034824
internal_count=3910 3318 3187 3121 2751 2451 2312 2199 2105 1707 1632 1447 1282 367 915 841 519 444
is_linear=0
shrinkage=0.00170698


Tree=2456
num_leaves=20
num_cat=0
split_feature=1213 14 11 3 13 52 39 0 403 3 2 48 51 1 15 39 2 13 43
split_gain=0.000435818 0.000157849 0.000183275 0.000164085 0.000175759 0.000269097 0.000198919 0.000284413 0.000174838 0.000136783 0.000144577 0.000225439 0.000180023 0.000251797 0.000254188 9.4377e-05 9.03523e-05 8.58179e-05 3.28579e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.090640000000000012 0.005105000000000001 -0.053834999999999994 0.03138500000000001 -0.084129999999999996 0.11230000000000001 0.095825000000000007 -0.0084849999999999978 0.086560000000000012 -0.10071499999999999 0.10050500000000002 0.12238000000000002 -0.123625 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 17 7 8 9 -6 11 12 -11 18 -15 -8 -12 -5 -14
right_child=1 -3 -4 4 6 -7 15 -9 -10 10 16 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0010749318751477337 0.00061664608253962161 -0.00062211440426426172 -0.00060320501160793997 0.00042555114813777264 -0.00058905664921711412 -0.00022246347146711803 0.00081802362373533603 -0.00075143480116002682 0.00055436229801884677 0.00059021457782964257 -0.00075124074106886786 0.00083192476050480794 6.9172496729069587e-05 0.0001646011329095572 -0.00088946137158722825 9.3727185072272238e-05 -4.7544908683305966e-05 0.0010262600378301426 0.00049402884384440481
leaf_weight=0.0010515937514583599 0.001539529868080247 0.0010057917591993473 0.0011230992881864346 0.0018005005685542367 0.0013389162577660653 0.0015269230453536231 0.0010039146378216356 0.0016883972466242248 0.0013311570637844486 0.001085985022226058 0.0010417741608089726 0.0010079745477775681 0.0010244412079437716 0.0010222258860359545 0.0017168881074892672 0.0010114637745057163 0.0010029853223771923 0.0010570948388615 0.001014866109759642
leaf_count=592 142 137 120 189 592 118 214 224 156 239 83 78 324 20 294 123 65 91 109
internal_value=0 2.6418e-05 5.56186e-05 9.0496e-05 4.93269e-05 0.000344707 -3.53701e-05 -0.00010974 -1.62378e-05 -9.02973e-05 -1.54082e-05 0.000100826 -2.48355e-05 -0.000164617 -0.00049609 0.000454519 -0.000406067 0.000647768 0.000280603
internal_weight=0 0.0233439 0.0223381 0.021215 0.0196755 0.00438452 0.015291 0.0132756 0.0115872 0.0102561 0.00891714 0.00687238 0.00586441 0.00477842 0.00273911 0.00201538 0.00204476 0.0028576 0.00203931
internal_count=3910 3318 3181 3061 2919 398 2521 2184 1960 1804 1212 1064 986 747 314 337 148 280 433
is_linear=0
shrinkage=0.00167351


Tree=2457
num_leaves=21
num_cat=0
split_feature=14 1213 1456 157 1374 453 0 47 12 15 47 0 13 16 47 43 129 13 16 3
split_gain=0.000634348 0.000420021 0.00021397 0.000206271 0.000165636 0.000184491 0.000239888 0.000202586 0.000211768 0.00021071 0.000348493 0.000364182 0.000173721 0.000222383 0.000152283 0.000253877 0.00038533 0.000207514 0.00017008 7.28401e-05
threshold=0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07686999999999998 -0.095439999999999983 1.0000000180025095e-35 -0.23029999999999998 0.11069000000000002 1.0000000180025095e-35 -0.10312999999999999 0.087850000000000025 -0.14136999999999997 -0.094679999999999986 0.20277000000000003 0.085165000000000018 -0.083899999999999988 0.086720000000000005 -1.0000000180025095e-35 -0.0049699999999999996 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 9 -9 10 11 -8 13 -11 15 18 17 -17 -14 -19
right_child=-2 2 3 4 5 -7 7 8 -10 12 -12 -13 14 -15 -16 16 -18 19 -20 -21
leaf_value=-0.00097199196884074489 -0.0013566314057503689 -0.00068801928098823377 0.00066482812590501288 -0.00050968757119324633 0.00084762628900360933 -0.0006149471332513594 -0.0007298181729130113 0.0010215214732818216 -1.1525039539075506e-05 0.0008210670277701631 -0.0011258821046415369 0.00064219289747829695 -0.00013016288048473158 -0.0001147600542806389 0.00050463743386354551 -0.0011280596118821526 0.00055635007055510651 -1.1719326830878587e-06 0.00059989880030611453 -0.00060035589618083961
leaf_weight=0.0011843473294218523 0.0010098118588019794 0.0010461632851099375 0.001750834873823554 0.0014107561947866989 0.0012719064004418279 0.0010174297555798342 0.0010234754958156483 0.0012746007832857347 0.0010582614515292077 0.001941569271415298 0.0011528025922266927 0.0012548938922721372 0.0017819034551178267 0.0011954502369615483 0.0015070759875093218 0.0013779392722176476 0.0010789213260205543 0.0012065587879876161 0.0019443980202015331 0.0011590479547649579
leaf_count=578 126 312 382 34 70 85 75 63 82 157 96 277 259 27 70 738 90 164 148 77
internal_value=0 2.1694e-05 6.79292e-05 0.00010033 5.67085e-05 9.43174e-05 0.000129991 8.18411e-05 0.000552898 1.57373e-05 -0.000361097 2.58663e-05 0.000113744 0.000464444 4.3394e-06 -8.38589e-05 -0.000342438 -0.000601476 0.000250786 -0.000294747
internal_weight=0 0.0266383 0.025454 0.0244078 0.022657 0.0212462 0.0202288 0.0189569 0.00233286 0.016624 0.00343117 0.00227837 0.0131929 0.00313702 0.0100558 0.00854877 0.00482247 0.00374355 0.0037263 0.00236561
internal_count=3910 3784 3206 2894 2512 2478 2393 2323 145 2178 448 352 1730 184 1546 1476 1069 979 407 241
is_linear=0
shrinkage=0.00170698


Tree=2458
num_leaves=15
num_cat=0
split_feature=52 1 123 14 133 42 16 2 13 160 160 52 13 2
split_gain=4.62963e-05 9.6608e-05 9.44139e-05 9.96426e-05 0.000119445 9.23904e-05 9.275e-05 0.000128208 0.000194697 9.71874e-05 9.87189e-05 0.000114651 0.000134842 0.000102448
threshold=-0.40083499999999994 0.13860500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.10599500000000002 -1.0000000180025095e-35 -0.006474999999999999 0.099370000000000014 -0.017604999999999999 -1.0000000180025095e-35 0.10070500000000002 0.048490000000000012 -0.094679999999999986 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 8 -8 -7 11 12 -11 -14
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 -13 13 -15
leaf_value=-0.0019158821511440758 -0.002695362081284596 0.0029255217120571788 0.0024918159676454166 -0.0020659449627185435 -0.0030905985636567549 -0.0026720107468156235 -0.0023514386836274602 0.0041706855953381923 0.0032896542387103635 0.0024818137577931978 -0.0022853157274583466 0.0032804552233683566 0.00025695586173721095 -0.0035061281919977253
leaf_weight=0.0010925310105998334 0.0013962762553561539 0.00101893277697387 0.0011864140084967565 0.0014124648484805354 0.0010618785093599878 0.0011063297038941319 0.0011257078121159475 0.0012825454405875625 0.0010726843125121732 0.0014205768735432835 0.001062926045333687 0.0013406071803089836 0.001803566067265003 0.0010150226995647993
leaf_count=401 103 182 280 741 486 494 292 114 104 139 106 201 155 112
internal_value=0 9.51969e-05 -8.18713e-05 -0.000284079 -3.84035e-05 0.00021796 0.000505222 0.00178998 0.000401078 -7.19058e-05 0.000361137 0.000865276 0.000101493 -0.0010982
internal_weight=0 0.0173059 0.016287 0.0151006 0.0137043 0.0126424 0.01123 0.00348094 0.00219839 0.00774903 0.0066427 0.00557977 0.00423917 0.00281859
internal_count=3910 3509 3327 3047 2944 2458 1717 510 396 1207 713 607 406 267
is_linear=0
shrinkage=0.00947501


Tree=2459
num_leaves=20
num_cat=0
split_feature=1213 14 11 1374 4 3 13 4 4 157 457 0 0 15 42 42 15 1 48
split_gain=0.000507375 0.000192941 0.000178663 0.000145741 0.000132668 0.000253706 0.000224043 0.000239936 0.000206602 0.000147704 0.000130709 0.000188512 0.000216268 0.000231849 0.000196295 0.000135612 0.000121382 8.82387e-05 6.67587e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 0.088315000000000018 -0.094679999999999986 -0.51381999999999983 -0.15002999999999997 -0.091229999999999992 -0.23071499999999998 -0.077679999999999985 -0.077534999999999979 -0.066264999999999991 -0.15291499999999997 -0.11524 -0.10071499999999999 0.091230000000000019 -0.088669999999999985 0.014775000000000002 0.093575000000000019 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 -8 -7 -9 -11 18 -13 -14 15 -15 -16 -10 -12
right_child=1 -3 -4 4 5 6 7 9 17 10 11 12 13 14 16 -17 -18 -19 -20
leaf_value=-0.0011022888661038736 -0.00044673947624457875 -0.00065569492662619847 -0.00056710658421346726 -0.00040524649729980615 0.0009228884858059743 0.00099959496453023164 -0.00064668552623045638 0.00062634577637852944 -8.8217280979704035e-05 -0.00050897763410037114 0.00081277021854238253 -0.00071168306055297025 0.00067712656131926105 8.4046098132707751e-06 -5.6433629417920094e-05 -0.00062022423961091439 0.00072267084381446667 0.00049765051168545733 0.00023056291882838327
leaf_weight=0.0010660060664371097 0.0011984569133840486 0.0010066414489633404 0.0011007199333116216 0.0011251698363501607 0.0010727108606738206 0.0012380096389177364 0.0012689884336403107 0.0011907623225515711 0.001332768888612103 0.0010528997386837985 0.001025400905262896 0.0010321125230501309 0.0013453164341091272 0.0018368559080210356 0.0010496641714496536 0.0017186749651713407 0.0010203183142512007 0.0013278181117222978 0.0010129769803279842
leaf_count=592 66 137 120 73 122 66 110 302 130 145 82 99 237 224 169 732 271 190 43
internal_value=0 3.29033e-05 6.44834e-05 9.78283e-05 0.000131041 0.000163613 0.000116945 1.92021e-05 0.00045676 8.79856e-05 3.02024e-05 8.67391e-05 -2.44904e-05 7.72565e-05 -6.61998e-05 -0.000295462 0.000327596 0.000204172 0.000523441
internal_weight=0 0.0229563 0.0219496 0.0208489 0.0196504 0.0185253 0.0174526 0.013554 0.0038986 0.012285 0.0110942 0.0100413 0.00800294 0.00697083 0.00562551 0.00355553 0.00206998 0.00266059 0.00203838
internal_count=3910 3318 3181 3061 2995 2922 2800 2414 386 2304 2002 1857 1732 1633 1396 956 440 320 125
is_linear=0
shrinkage=0.00160853


Tree=2460
num_leaves=15
num_cat=0
split_feature=403 403 150 151 11 159 3 3 2 15 1 12 457 0
split_gain=4.91348e-05 9.70935e-05 7.62527e-05 0.000174441 0.000147558 0.000106855 0.000173399 0.000206326 0.000124395 0.00013618 0.000126022 9.44324e-05 8.02721e-05 5.03335e-05
threshold=0.09389500000000002 0.03138500000000001 0.083205000000000015 0.056555000000000001 0.077165000000000025 0.09141500000000001 -0.10628499999999998 -0.081244999999999998 0.106035 -0.07142999999999998 0.10561500000000001 0.091405000000000014 0.082870000000000013 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 -1 -8 9 -9 -10 13 -4 -11
right_child=-2 -3 3 -5 -6 -7 7 8 10 11 -12 -13 -14 -15
leaf_value=0.0036082459877116611 -0.0022358646549648243 0.0029020580679534622 0.0006916433549153466 -0.0022427748245062622 -0.0041776863542103753 -0.0032147741358072848 -0.0046298757977437776 -0.00096995465853531718 -0.0044130569537439443 -0.0003506966024505769 0.0001636668831566185 0.0050024848781347201 0.0046369470266600134 0.0028710663175937298
leaf_weight=0.0014055816631547259 0.0010384050987440321 0.0012609883873775365 0.0010038943886441195 0.0010476653724941845 0.0010818828545070694 0.0011169436314591762 0.0010810154212097705 0.0019675104681651876 0.0010443964096772673 0.0010808271261680824 0.0017815395477601892 0.0011045666446076879 0.001289051107476168 0.0010425728470169716
leaf_count=111 307 163 198 105 232 354 959 367 187 188 193 285 176 85
internal_value=0 0.000106979 -0.000112654 0.00129375 -0.000482397 -0.000138493 0.000188499 -0.000339572 0.000238616 0.0011994 -0.00152778 0.00252166 0.00290962 0.00123116
internal_weight=0 0.0173084 0.0160474 0.00334061 0.0127068 0.011625 0.010508 0.00910243 0.00802141 0.00519548 0.00282594 0.00322797 0.00229295 0.0021234
internal_count=3910 3603 3440 479 2961 2729 2375 2264 1305 925 380 558 374 273
is_linear=0
shrinkage=0.0104612


Tree=2461
num_leaves=20
num_cat=0
split_feature=1213 14 11 3 13 52 124 4 42 42 3 52 2 2 16 0 151 13 4
split_gain=0.000450445 0.000235312 0.000188685 0.000222096 0.000170496 0.000235196 0.000148588 0.000280583 0.000128798 0.000268568 0.000243775 0.000179761 0.000231079 0.00014834 0.000299248 0.000176599 0.00015958 9.21014e-05 7.54671e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.090640000000000012 -0.048219999999999992 -0.23071499999999998 -0.11145999999999999 -0.088669999999999985 -0.084129999999999996 0.024145000000000003 0.11203000000000002 0.089785000000000018 -0.057604999999999996 -0.10071499999999999 -0.0008699999999999999 -0.123625 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 17 -6 -8 -9 -10 -11 12 13 14 -12 -16 -15 -5 -13
right_child=1 -3 -4 4 6 -7 7 8 9 10 11 18 -14 16 15 -17 -18 -19 -20
leaf_value=-0.0010199696847604518 0.00066916436990516941 -0.00073292752016730362 -0.00057755341057125057 0.00037247418293378094 0.00054324677826347184 -0.00018516382359059149 -0.00074636128540541346 -0.00050926328452923376 0.00079011422783042962 -0.00066098051003477193 -0.0008135972019718983 0.00068719865072067665 -0.00067122004467490921 -6.9729835965716663e-05 0.00058660045543396501 -0.00024148849165496353 0.00079351451845478241 0.00095952694023130908 0.00011014424429614243
leaf_weight=0.0011141745041786518 0.0015999453527823565 0.0010130653238317735 0.0011456030325429625 0.0019002982973135418 0.0010861905595975071 0.0015558953540809606 0.0014457560724671038 0.0011758479763939256 0.0011442186065771512 0.001380168243706118 0.0011379055128483851 0.0013870350035390007 0.0013268760890259093 0.0010198897645703336 0.00133009328783373 0.0013352495316832497 0.0012131193193467907 0.001086981765997864 0.0010158353805367615
leaf_count=592 142 131 121 190 238 118 129 153 133 496 192 433 173 59 26 241 157 91 95
internal_value=0 2.59716e-05 5.89864e-05 9.19213e-05 4.69605e-05 0.000321956 -3.11331e-05 -7.29709e-05 -6.74702e-07 4.79831e-05 -2.8201e-05 6.12258e-05 -6.34411e-05 7.01594e-05 -0.000123056 0.000171755 0.000399242 0.000586085 0.000443244
internal_weight=0 0.0243 0.0232869 0.0221413 0.0205414 0.00454318 0.0159982 0.014912 0.0134662 0.0122904 0.0111462 0.009766 0.00736313 0.00603626 0.00380325 0.00266534 0.00223301 0.00298728 0.00240287
internal_count=3910 3318 3187 3066 2924 399 2525 2287 2158 2005 1872 1376 848 675 459 267 216 281 528
is_linear=0
shrinkage=0.00160853


Tree=2462
num_leaves=20
num_cat=0
split_feature=1213 14 11 1374 3 475 157 52 50 2 2 1 42 15 2 15 42 16 3
split_gain=0.000438575 0.000181112 0.000138817 0.000154766 0.00013168 0.000132853 0.000167035 0.000118185 0.00017701 0.000229286 0.000180217 0.00015472 0.000134641 9.41639e-05 0.000110823 0.000107367 0.000128681 6.8337e-05 6.7939e-05
threshold=-1.0000000180025095e-35 0.018455000000000003 0.088315000000000018 -0.094679999999999986 -0.15002999999999997 -0.071179999999999979 -1.0000000180025095e-35 0.28122000000000008 0.088160000000000002 0.12547000000000003 0.086545000000000025 0.095155000000000017 -1.0000000180025095e-35 -0.106555 0.106035 0.024640000000000006 0.078965000000000021 -0.083564999999999987 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 9 10 11 17 -12 -14 15 16 -15 -8 -13
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 12 18 13 14 -16 -17 -18 -19 -20
leaf_value=-0.001070728562699497 -0.00048161508901361794 -0.00065355107352930129 -0.00051976541053672424 0.0005925320828716658 0.00065977049470002688 -0.0005800663310128357 -0.00012912895428903007 -0.00043339392843438928 0.00072306421027852022 -0.00064255336758890194 -0.00025177580322655036 0.00047830288683784161 0.00078498789796581478 0.00054930673492361865 -0.00010434532760542745 0.00081973447221248062 -0.00019794176046315635 -0.00069546307746949751 -6.7935708010752191e-05
leaf_weight=0.0010205123303127775 0.0011991450295996122 0.0010004910140234543 0.0010555135298715426 0.0015009807259608694 0.0010257113916470771 0.0010562696807955704 0.0011341944859674102 0.0010667113323390908 0.0012488051970103381 0.0010941220497864201 0.0010328652990761788 0.0011059976315945796 0.0012787256532133745 0.0014909361328103773 0.0014129371476223618 0.0012858325540142657 0.0010624120857616604 0.0011602795958832518 0.0013748624181042701
leaf_count=592 66 143 120 142 373 235 140 262 256 202 324 66 94 68 125 140 138 252 172
internal_value=0 2.88777e-05 6.05072e-05 9.03398e-05 0.000125818 8.65304e-05 5.15419e-05 9.39041e-05 0.000132215 7.72868e-05 0.000141116 -0.00010843 0.000298667 0.00038572 0.000288511 0.000433094 0.000238387 -0.000415515 0.000175584
internal_weight=0 0.0225868 0.0215863 0.0205308 0.0193316 0.0178307 0.016805 0.0157487 0.014682 0.0134332 0.012339 0.00477533 0.00756371 0.00653084 0.00525212 0.00383918 0.00255335 0.00229447 0.00248086
internal_count=3910 3318 3175 3055 2989 2847 2474 2239 1977 1721 1519 630 889 565 471 346 206 392 238
is_linear=0
shrinkage=0.0016407


Tree=2463
num_leaves=14
num_cat=0
split_feature=15 15 151 12 15 49 16 15 51 4 42 2 12
split_gain=5.40491e-05 8.29123e-05 8.57419e-05 5.73126e-05 0.000158302 0.000102284 0.000109113 0.000151061 0.00013263 9.00555e-05 8.16188e-05 0.000108328 6.88429e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.088294999999999985 0.088325000000000015 0.084050000000000014 -0.07107999999999999 0.081265000000000018 -0.0071449999999999994 0.089005000000000015 0.15927500000000003 0.084685000000000024 0.099990000000000009 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7 10 11 -5 -12
right_child=1 2 3 9 -6 6 -8 -9 -10 -11 12 -13 -14
leaf_value=0.0017214440417673137 -0.0025171230383336483 0.0026230198513304318 -0.0026923056073796677 -0.0035305126903358939 -0.0040796797774254445 -0.0020177716554350572 -0.0019456288854588653 0.003343827728333464 0.0025125345461390822 0.0031893398671063453 0.0030852396307090926 0.00098174707741042165 -0.00052391489908681368
leaf_weight=0.0016318031874167247 0.0014231986309610018 0.0011807950697503853 0.0013277277671914396 0.0011484623723843094 0.0012076614796805163 0.0017616581621478812 0.0015340164724470182 0.0018858050153225912 0.0010385102596156097 0.0010969211572835619 0.0011134077652219243 0.0010118324712414216 0.001027365558991267
leaf_count=317 297 211 181 467 514 308 191 258 87 87 347 205 440
internal_value=0 -0.000195541 1.99301e-05 -0.000197242 -0.000699647 -0.000158829 0.00038197 0.00114394 -0.000337598 0.000617644 -3.82277e-05 -0.00141707 0.00135319
internal_weight=0 0.0167574 0.0153342 0.0141534 0.00875538 0.00754772 0.00621999 0.00468597 0.00280017 0.00539799 0.00430107 0.00216029 0.00214077
internal_count=3910 3593 3296 3085 1539 1025 844 653 395 1546 1459 672 787
is_linear=0
shrinkage=0.010055


Tree=2464
num_leaves=19
num_cat=0
split_feature=1213 14 157 124 123 48 12 48 133 160 4 483 13 47 1 1 1 0
split_gain=0.000406452 0.000181853 0.000148081 0.000155034 0.000197378 0.000281899 0.000268204 0.000251929 0.00017146 0.00022682 0.000197289 0.000173297 0.000167764 9.95188e-05 0.000156187 0.000306719 0.000167791 6.98033e-06
threshold=-1.0000000180025095e-35 0.018455000000000003 -0.077044999999999988 0.10143000000000002 0.083745000000000014 0.12649500000000002 -0.0089849999999999982 0.097140000000000018 -0.086869999999999989 -1.0000000180025095e-35 -0.23071499999999998 0.0015150000000000003 -0.083514999999999992 0.09550500000000002 0.090820000000000012 0.10031000000000002 0.077800000000000022 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 11 -11 -10 17 14 16 -16 -14 -12
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0010723777118312851 0.00054568627697601979 -0.00068569397694511565 -0.00073798894175316077 0.00066973112245221104 0.00067275645355703107 -0.00092024278051046967 0.00052195465698914964 0.00071644987452722242 -0.001091722947527705 -0.00049609355765355319 0.00065972227371820268 -9.9070535184200124e-05 -0.00024596566582608042 0.00045031439108469485 -0.0011183877565290714 0.00018059948807467961 0.00051112691960291626 0.00045837402718005248
leaf_weight=0.0010262041435079678 0.0016775993704767232 0.0010008534202069338 0.0013466638800191831 0.0010097140932994178 0.0011383463043936814 0.001045866198620903 0.0015416643787007573 0.001519004035639566 0.0010357672978426229 0.0017888809939933222 0.00100532933567965 0.0010142681792217056 0.0017308531665313574 0.0011636335470299741 0.0010496342859520613 0.0010691387704116762 0.0016816982176041106 0.0010014483588887627
leaf_count=592 438 143 197 53 246 83 296 151 354 116 61 201 424 58 106 117 119 155
internal_value=0 2.5789e-05 5.84245e-05 1.78409e-05 -1.6563e-05 -6.01715e-05 -7.09616e-06 5.59925e-05 -1.52484e-05 -8.12886e-05 2.01936e-05 -0.000600602 0.000126331 -3.43251e-06 -9.8888e-05 -0.000462915 0.000127128 0.000559243
internal_weight=0 0.0228204 0.0218195 0.0201419 0.0191322 0.0179939 0.016948 0.0156013 0.0140823 0.0125407 0.0104906 0.00205004 0.00870174 0.00669496 0.00553132 0.00211877 0.00341255 0.00200678
internal_count=3910 3318 3175 2737 2684 2438 2355 2158 2007 1711 1156 555 1040 824 766 223 543 216
is_linear=0
shrinkage=0.00170698


Tree=2465
num_leaves=20
num_cat=0
split_feature=1213 14 4 13 15 132 4 474 160 42 3 52 151 4 47 3 0 48 2
split_gain=0.000474076 0.000203739 0.000185347 0.000236737 0.000233959 0.000228003 0.000203141 0.000265433 0.000139151 0.000184145 0.000179379 0.000194294 0.000162888 0.000212204 0.000262007 8.54795e-05 8.26272e-05 8.03085e-05 1.27262e-07
threshold=-1.0000000180025095e-35 0.056865000000000006 -0.51381999999999983 -0.091229999999999992 -0.089594999999999994 0.079995000000000011 -0.34687499999999999 0.080165000000000014 -1.0000000180025095e-35 -0.11145999999999999 -0.100615 0.024145000000000003 -0.0088999999999999982 0.0057500000000000008 0.09252500000000001 0.097615000000000021 -0.083934999999999996 0.090405000000000013 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 17 6 -5 8 18 -10 -11 12 -12 -14 -15 -6 -13 -4 -8
right_child=1 -3 3 5 15 -7 7 -9 9 10 11 16 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0010883547460759438 -0.00057024045025200535 -0.00070726681102280405 0.00034252733139795207 -0.00071021665059257098 0.00047815644778879387 0.00065360719359505064 -0.00048555156465720725 0.00073683671726113898 -0.00066381004892278968 0.00063817365532869443 -0.00060571068861194012 0.00064786551237042719 -0.00043790997064743189 0.00071211023808011396 -0.00027572112748798695 0.0010782811502417385 4.76708736747277e-05 -0.00031862897696127235 -0.00045888815710927656
leaf_weight=0.0011129987039548662 0.0012389125890082077 0.001011273941446649 0.0010013437718137917 0.0012097255251934886 0.0014513584512195745 0.0013990884642684455 0.0010024526910722012 0.0012630868415422205 0.0010503570848914264 0.0013605991546878317 0.0017252956175146114 0.0014225006845730026 0.0019654016184543215 0.0016717234971939583 0.0013667805377435508 0.0012264028484826328 0.0011713580903486565 0.00105835215267569 0.0010028740350980607
leaf_count=592 79 128 149 171 122 243 451 340 100 92 207 163 362 166 60 90 217 70 108
internal_value=0 2.82878e-05 5.98233e-05 9.47513e-05 0.000426843 5.41803e-06 -5.05199e-05 2.67498e-06 -6.48181e-05 4.80585e-06 7.05404e-05 -1.22995e-05 -0.000162292 -9.40622e-06 0.000267764 0.000753011 0.000376824 2.79942e-06 -0.000472217
internal_weight=0 0.0245989 0.0235876 0.0223487 0.00473746 0.0176112 0.0162122 0.0150024 0.0137393 0.011734 0.0106837 0.00932306 0.0067292 0.00500391 0.0030385 0.00267776 0.00259386 0.0020597 0.00200533
internal_count=3910 3318 3190 3111 431 2680 2437 2266 1926 1367 1267 1175 795 588 226 212 380 219 559
is_linear=0
shrinkage=0.00167351


Tree=2466
num_leaves=14
num_cat=0
split_feature=484 52 15 15 15 48 48 0 4 4 12 4 1
split_gain=4.79838e-05 6.40065e-05 0.000117234 6.35885e-05 8.95809e-05 0.000145426 0.000117333 0.000104252 0.000129161 0.000152299 8.171e-05 8.4031e-05 7.59981e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 -0.11739999999999999 -0.10071499999999999 0.095090000000000022 0.087945000000000009 -0.10783 -0.076329999999999995 0.08734500000000002 0.097955000000000014 -0.23071499999999998 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 12 10 -10 11 -9 -6
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0019500056507225029 0.0034775250021358878 -0.002381930188449264 -0.0020604526861964173 0.0025631089844805922 -0.00027986754727724788 0.0032044025254421302 -0.0037667349383524902 -0.0024891916234465383 -0.0042082731496744102 0.00026097954380970289 0.0029319862691344813 0.00098497362127495823 0.003389987568519283
leaf_weight=0.0012713776492832797 0.0011169682471989613 0.0010162403300530273 0.0013847538809554074 0.0015553292353087693 0.0010680777510122539 0.0012896353442265135 0.0010104653608310867 0.0011890318614793402 0.0018121972853037353 0.001438786000557038 0.0010754894035580609 0.0019065455327491841 0.0013360318487792705
leaf_count=612 280 353 227 91 84 150 108 145 745 94 103 771 147
internal_value=0 0.000114785 0.000271568 3.38892e-05 0.000245864 -5.1349e-05 -0.000438807 -9.65817e-05 -0.000697818 -0.00223032 0.000496633 -0.000349476 0.00175957
internal_weight=0 0.0171996 0.0161833 0.0150663 0.0136816 0.0121263 0.0108366 0.00982616 0.00742205 0.00325098 0.00417107 0.00309558 0.00240411
internal_count=3910 3298 2945 2665 2438 2347 2197 2089 1858 839 1019 916 231
is_linear=0
shrinkage=0.0102561


Tree=2467
num_leaves=19
num_cat=0
split_feature=1213 14 51 48 1 2 15 484 133 150 4 4 52 12 4 15 3 12
split_gain=0.000384636 0.000226078 0.000164305 0.000177299 0.000190203 0.000229143 0.000170974 0.000194037 0.000192889 0.000148895 0.000281886 0.000173526 0.000215717 0.000293981 0.000102117 9.74552e-05 9.3493e-05 6.59468e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.14276500000000003 0.12675000000000003 0.10752500000000002 0.11260500000000001 0.088190000000000004 0.073820000000000011 0.099765000000000006 0.084800000000000014 0.0057500000000000008 -0.0010999999999999996 0.091715000000000005 0.084100000000000022 0.097045000000000006 0.091915000000000011 -0.0076499999999999988 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 14 7 8 9 11 -11 12 13 -2 -6 -8 -13 -16
right_child=1 -3 -4 -5 5 -7 15 -9 -10 10 -12 16 -14 -15 17 -17 -18 -19
leaf_value=-0.0010879112306144206 0.00027856666489388632 -0.00080025883139008545 -0.00064131300266328855 -0.00063555620036594791 0.00053685985584252444 0.00090860945579098612 0.00078117130101024732 0.00054388474010730228 -0.00082667656742357605 -0.00023412874124231314 0.0009412414678178205 -0.00088870975510128652 0.00060090358386252567 -0.0008221958877081165 -0.00036753704608809767 8.4516858204374212e-05 -0.00025269358451582486 0.00024354763244853226
leaf_weight=0.0010228939501862036 0.0016532947479430942 0.0010045231854031783 0.0010053414781084199 0.001004841227054575 0.0013269756952881818 0.0019103028850334853 0.0013226134649446672 0.0014956531429508877 0.0011483789379380461 0.0013933918618997121 0.001195875451760163 0.0012430200686323126 0.001444872080309037 0.0014246064481525985 0.0012038526992630251 0.0012152381128169298 0.0017626289196253087 0.0010365996064568561
leaf_count=592 201 131 133 84 141 300 175 287 208 98 87 299 97 453 115 388 81 40
internal_value=0 2.42793e-05 6.06267e-05 9.30243e-05 0.00012826 0.000412236 2.65878e-05 -5.71329e-05 -0.000136922 -5.86338e-05 0.000308726 -0.000184981 3.48185e-05 -0.000230921 0.000146436 0.000447582 -0.000515725 -8.48039e-05
internal_weight=0 0.023792 0.0227875 0.0217821 0.0207773 0.00547773 0.0152996 0.0127617 0.0112661 0.0101177 0.00258927 0.00752842 0.00452277 0.0030779 0.00356743 0.00253785 0.00300565 0.00224045
internal_count=3910 3318 3187 3054 2970 596 2374 1811 1524 1316 185 1131 751 654 296 563 380 155
is_linear=0
shrinkage=0.00177594


Tree=2468
num_leaves=15
num_cat=0
split_feature=48 4 158 14 0 156 151 51 40 47 15 13 403 13
split_gain=4.9724e-05 0.000102794 9.10319e-05 7.91512e-05 7.24437e-05 6.77004e-05 9.2605e-05 0.000127083 9.3003e-05 0.000220328 0.000151981 0.000114545 7.57166e-05 0.000109156
threshold=0.12675000000000003 0.28937500000000005 0.083745000000000014 -0.41992499999999994 -0.23029999999999998 0.084090000000000012 -0.024429999999999997 0.081825000000000009 -1.0000000180025095e-35 0.09550500000000002 -0.015439999999999997 0.0024700000000000004 0.03138500000000001 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 8 -8 10 -10 12 13 -12
right_child=-2 3 -4 -5 5 -7 7 -9 9 -11 11 -13 -14 -15
leaf_value=0.0020047524709073789 -0.0017818393745864267 0.00018159708181291655 -0.0027032366621302898 0.0036254886160138251 0.0019302015075637379 -0.0020886401511672364 -0.0022837852255187053 -0.0029682153787000134 -0.0033217312769057319 0.0035077607517989295 0.002022737998919132 -0.0016557330454692175 0.0029394933276965752 -0.0017191250483593952
leaf_weight=0.0012903335577725281 0.0011542060731529183 0.0010032403830828179 0.0010016572920481777 0.0010429190663236122 0.0016952511882400234 0.0012711389676771248 0.0011137066912365089 0.0011892460538961711 0.0010527184255196649 0.0014413703377452181 0.0012764146537288064 0.0015632673226918456 0.0012344807508148925 0.0011228179500146667
leaf_count=67 131 95 358 304 363 435 105 363 328 100 187 243 187 644
internal_value=0 9.46492e-05 -0.000152499 0.00193693 2.67871e-05 -0.000170138 3.84873e-05 -0.000282398 8.03712e-05 0.000422713 -0.000288792 0.00032557 0.00117795 0.000271582
internal_weight=0 0.0172986 0.0152524 0.00204616 0.0142507 0.0129604 0.0116893 0.00999402 0.00880478 0.00769107 0.0062497 0.00519698 0.00363371 0.00239923
internal_count=3910 3779 3380 399 3022 2955 2520 2157 1794 1689 1589 1261 1018 831
is_linear=0
shrinkage=0.00875344


Tree=2469
num_leaves=20
num_cat=0
split_feature=1213 14 0 4 13 1186 43 2 2 48 48 151 49 52 1 0 15 16 15
split_gain=0.000443788 0.000291521 0.000177697 0.000223308 0.000192891 0.000216971 0.000173841 0.000158495 0.00033818 0.000144758 0.000156481 0.000219391 0.000155231 0.000137549 0.000183355 0.00028902 0.000179053 0.000161972 0.000127932
threshold=-1.0000000180025095e-35 0.064610000000000015 0.18055000000000002 -0.49269499999999994 -0.091229999999999992 0.083980000000000013 1.0000000180025095e-35 0.12068000000000001 0.099990000000000009 0.12862000000000004 0.095285000000000009 0.056555000000000001 1.0000000180025095e-35 0.098910000000000012 0.087720000000000006 -0.07773999999999999 -0.10071499999999999 -0.083144999999999983 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 9 8 18 10 11 12 13 14 17 16 -16 -6 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00093522844713881824 -0.00064994696717404071 -0.00074797681541903104 0.00061598710501918911 -0.00028351122394508531 0.00080515348940153391 0.00065660546155199692 -0.00059491346398864533 -0.00018191313712452895 0.0010255416869289265 -0.00051993944917278303 0.00050914463521500235 -0.00061108747505439704 -0.00044670342166534403 -0.00034474243185813865 9.7938064672166165e-05 0.00048768732536769751 -0.00054638911561654562 0.00011096923222194155 0.00045998374434927852
leaf_weight=0.001105547222871448 0.0010170742329692851 0.0010282055552116648 0.0012059056783266719 0.0010102749635878851 0.0015603754463793251 0.0010165917684086803 0.0012019243961858264 0.001016707203519672 0.0014784660564391983 0.001126326628291264 0.0013785793590543492 0.0012421501949293747 0.0012504058926369683 0.0012878056462346252 0.0019482002383063007 0.0019387188536938898 0.0018633168614655147 0.0014156277316162251 0.0010342818058103323
leaf_count=592 171 122 44 124 123 86 340 127 98 85 155 97 469 303 53 278 200 367 76
internal_value=0 2.6861e-05 6.00665e-05 3.06466e-05 6.24436e-05 -9.35707e-06 -5.11133e-05 0.000334955 0.000484118 -7.57294e-06 3.39888e-05 -1.83868e-05 4.69714e-05 0.000108614 0.00017552 2.05549e-05 -0.000217051 0.000474943 9.26013e-05
internal_weight=0 0.0250209 0.0239927 0.0227868 0.0217698 0.01723 0.0162134 0.00453973 0.00352302 0.0150115 0.0138852 0.0125066 0.0112645 0.010014 0.00872624 0.00575024 0.00381152 0.002976 0.00204456
internal_count=3910 3318 3196 3152 2981 2556 2470 425 298 2130 2045 1890 1793 1324 1021 531 253 490 200
is_linear=0
shrinkage=0.00148603


Tree=2470
num_leaves=13
num_cat=0
split_feature=403 403 123 50 12 1 12 15 0 1 52 2
split_gain=5.06202e-05 8.14623e-05 9.15196e-05 0.000149478 0.000113858 0.000173404 0.000133065 0.00013823 0.000171656 0.000116865 0.000140716 6.62058e-05
threshold=0.09389500000000002 0.03138500000000001 1.0000000180025095e-35 0.082310000000000008 -0.023959999999999995 0.12485500000000001 0.085945000000000008 0.091195000000000012 -0.070894999999999986 0.079945000000000016 -0.074484999999999982 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -8 -6 -11 -12
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 11 -13
leaf_value=-0.003309315731784277 -0.0022365870780067633 0.0026034493586552087 0.0025085019674135518 -0.003755478000691031 0.0032399568554385694 0.0041757686639272229 -0.0046916421606703652 0.0017954195698099546 -0.00028648498640416185 -0.0024880260742240401 -0.00025339483297122638 0.0025706376820395912
leaf_weight=0.001019190035216804 0.0010280585483887902 0.0012727886229811905 0.0013084604016005618 0.0012230575499071845 0.0016006063517369617 0.0010841581856291119 0.0017503128313794826 0.0010938552244342779 0.0019864498962246847 0.0015715780260763812 0.0016889093774845043 0.001807969138584456
leaf_count=157 307 163 319 616 419 127 743 366 300 145 96 152
internal_value=0 0.000105448 -9.16095e-05 -0.00032108 -1.22904e-05 0.000254742 -0.000114921 -0.00141121 -0.00234988 0.00082402 6.10729e-05 0.0012067
internal_weight=0 0.0174073 0.0161345 0.0148261 0.013603 0.0125838 0.0114997 0.00483062 0.00373676 0.00666906 0.00506846 0.00349688
internal_count=3910 3603 3440 3121 2505 2348 2221 1409 1043 812 393 248
is_linear=0
shrinkage=0.0102561


Tree=2471
num_leaves=14
num_cat=0
split_feature=48 1 48 2 16 42 133 16 160 52 133 52 4
split_gain=4.97178e-05 8.31663e-05 0.000120697 0.000158968 0.000104859 0.000102841 0.000117017 0.000136027 9.05761e-05 7.83816e-05 7.10232e-05 0.000198194 0.000198879
threshold=-0.081134999999999999 0.10752500000000002 0.12862000000000004 0.11260500000000001 0.050115000000000007 0.092145000000000019 0.065880000000000008 -0.19424999999999998 -0.025614999999999995 0.084240000000000023 -0.0023199999999999996 0.071660000000000015 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 -2 -9 -8 -10 12 -12
right_child=1 2 -4 -5 -6 -7 9 8 10 -11 11 -13 -14
leaf_value=-0.0024257430977847679 -0.0040951973097852071 0.0027929029968534868 -0.0020136316884907025 0.0050232628170621884 -0.0016477701851225831 -0.0031817952125869492 0.0034354751202642928 0.0023498417623840583 -0.0033523389656951912 -0.00032836136603911351 -0.0039554134198870362 0.0041302772979557555 0.0017922114022216524
leaf_weight=0.0010047298651166816 0.0012360118399008403 0.0012692698860454306 0.0010824746457518408 0.0015078619017919563 0.0013548978912225063 0.0014343857003112264 0.0016905808380342545 0.0014674061391347819 0.0010503773675259627 0.0011428588832346417 0.0017593644627172502 0.001016570201030742 0.0012830116480513354
leaf_count=132 138 204 101 306 119 595 586 380 634 237 335 92 51
internal_value=0 0.000114495 0.00128623 0.0021507 0.000500116 -0.000391279 -1.53062e-05 -0.000716218 -8.11828e-05 0.00191734 -0.000779377 -0.000113544 -0.00153156
internal_weight=0 0.0172951 0.0052145 0.00413203 0.00262417 0.0120806 0.0106462 0.00781274 0.00657673 0.00283344 0.00510932 0.00405895 0.00304238
internal_count=3910 3778 730 629 323 3048 2453 1630 1492 823 1112 478 386
is_linear=0
shrinkage=0.0111015


Tree=2472
num_leaves=13
num_cat=0
split_feature=151 1 49 133 50 49 47 4 48 4 4 0
split_gain=4.58879e-05 8.72971e-05 9.94828e-05 9.51662e-05 0.00010016 9.72501e-05 0.000114311 0.000153274 8.60772e-05 0.00016691 0.000111526 0.000146728
threshold=0.087190000000000017 0.13860500000000003 -0.085974999999999982 -0.090054999999999982 0.088425000000000017 0.090775000000000008 0.09252500000000001 0.05309500000000001 0.082070000000000018 0.00046500000000000008 -0.082054999999999975 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 10 -10 11 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0034756233627851645 0.0024202023404130543 0.0032336959899820009 -0.0031359377691763781 0.0039077829702824545 -0.0033487907820910698 -0.0023230610616752573 -0.0018741524625873562 0.0043971718471615328 0.0054421522808736694 -0.00085426098791336659 -0.0032557709568628891 -0.0012988474578763749
leaf_weight=0.0013792992195052573 0.001045010104661139 0.0010209770550326574 0.0013541595872045 0.0013376660776135037 0.0010535357088023089 0.0015301500170110645 0.0017733506989957579 0.0020004469865498031 0.0012786150667697845 0.0011590101102387229 0.0013440937541926842 0.0018799778253391916
leaf_count=161 136 180 498 423 540 383 190 291 140 78 688 202
internal_value=0 -0.000173635 -0.00038984 -0.000100518 0.000207223 0.000511725 0.00091436 0.00146382 0.000625452 0.00244842 -0.000348674 0.000865697
internal_weight=0 0.0171113 0.0160903 0.014711 0.0133568 0.0123033 0.0107732 0.00899981 0.00699936 0.00243763 0.00456174 0.00321764
internal_count=3910 3774 3594 3433 2935 2395 2012 1822 1531 218 1313 625
is_linear=0
shrinkage=0.0120166


Tree=2473
num_leaves=20
num_cat=0
split_feature=1213 0 403 16 4 133 123 48 43 14 3 160 3 150 0 43 16 4 0
split_gain=0.000386809 0.000170958 0.000289738 0.000127475 0.000246967 0.000236214 0.000170326 0.000304556 0.000151918 0.000141749 0.000309281 0.000249234 0.000122578 0.000214277 0.000175441 0.000141651 0.000113698 7.84088e-05 7.31257e-05
threshold=-1.0000000180025095e-35 0.18055000000000002 0.092300000000000007 0.16388500000000003 -0.064054999999999987 -0.090054999999999982 1.0000000180025095e-35 0.12738500000000003 -0.078644999999999979 -0.13131999999999996 0.099570000000000006 0.098455000000000015 -0.12008499999999998 0.086765000000000023 -0.10575999999999998 -0.091614999999999988 -0.11180499999999999 -0.0031049999999999997 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 9 -6 -7 11 12 -11 14 18 -16 -12 -17 -14
right_child=1 -3 -4 4 8 6 -8 -9 -10 10 16 -13 13 -15 15 17 -18 -19 -20
leaf_value=-0.00098854397481891974 -0.00074794730433528126 0.00065088082714722349 0.00074552033478431806 -0.00093448934704537783 -0.00049389759249599788 -0.000383537058032149 0.00063871178807166872 -0.00084740942644417764 0.00028227186591890825 0.00050524589100899736 0.00031053586343706655 -0.0007377282470529445 0.00014695064344681292 -0.00068143827695128821 -0.00060165423475137543 0.0003996972155461254 0.0010475349586464761 -0.00013004837142448585 0.00070194249756609965
leaf_weight=0.0010274324694175682 0.0010151137442032656 0.0010606293898395213 0.0012393256745681638 0.0011739318063428775 0.0011385106400407241 0.0015959633502387232 0.001186200436839052 0.0010100348549626501 0.0015282791746682829 0.0015504287287050299 0.0010874317690704668 0.0010405480276641033 0.0011179113380119787 0.0010084592741397905 0.0010443064784414844 0.0012224912583005849 0.0010789850167218793 0.0017690074739838751 0.0013634267863438234
leaf_count=592 268 44 150 198 179 100 272 65 178 157 107 160 45 160 180 671 70 234 80
internal_value=0 2.00058e-05 -1.01753e-05 -5.492e-05 -0.000319717 4.58811e-06 5.21091e-05 5.37469e-06 -4.90918e-05 6.74357e-05 0.000126032 7.91638e-06 9.3403e-05 8.55488e-06 0.000115324 -9.16153e-05 0.000677599 8.64349e-05 0.000451903
internal_weight=0 0.023231 0.0221704 0.020931 0.00384072 0.0170903 0.0160752 0.014889 0.00266679 0.013879 0.012283 0.0101166 0.00907603 0.0075256 0.00651714 0.00403581 0.00216642 0.0029915 0.00248134
internal_count=3910 3318 3274 3124 555 2569 2301 2029 357 1964 1864 1687 1527 1370 1210 1085 177 905 125
is_linear=0
shrinkage=0.00160853


Tree=2474
num_leaves=13
num_cat=0
split_feature=0 4 4 4 1 4 4 151 4 1 0 4
split_gain=4.99096e-05 0.000112521 0.000100109 6.55797e-05 8.07223e-05 0.000153326 0.000142156 0.000167958 9.30598e-05 0.000135888 8.91495e-05 5.41288e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -0.08422499999999998 -0.076329999999999995 0.094385000000000011 0.053925000000000008 -0.0031049999999999997 -0.0074049999999999993 0.24280000000000004 0.11198000000000001 -0.10209999999999998 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 11 -5 -8 -7 -10 -9 -6
right_child=1 -3 3 4 5 8 7 10 9 -11 -12 -13
leaf_value=-0.0029496963516112283 -0.0012771243006515021 0.0031553727277838146 0.0021780381628326725 -0.0045890073868021207 0.0013393384083492676 -0.0027986737465696804 0.0026466775062600071 -0.0038723213317853151 -0.0021702065209730122 0.0027001168674202795 0.00017332508487375028 0.0047985835627694338
leaf_weight=0.0015507998079772574 0.0012087116959125649 0.0016964858436756903 0.0015483141952264664 0.0012203184731138387 0.0012086619825798506 0.0015702216637434319 0.0015323568965612266 0.0014180552853038098 0.001257879313433685 0.0016093655437114179 0.0012747044921964977 0.0010347341950472932
leaf_count=519 155 239 534 875 303 121 116 176 95 281 415 81
internal_value=0 0.00131123 -0.000276615 2.65316e-05 -0.000248178 0.000569559 -0.00125144 -0.000287465 -0.00062624 0.000563474 -0.00195718 0.00293487
internal_weight=0 0.0029052 0.0152254 0.0136746 0.0121263 0.00668086 0.00544544 0.00422512 0.00443747 0.00286724 0.00269276 0.0022434
internal_count=3910 394 3516 2997 2463 881 1582 707 497 376 591 384
is_linear=0
shrinkage=0.0111015


Tree=2475
num_leaves=15
num_cat=0
split_feature=39 13 48 48 3 51 4 1 2 3 1 15 12 2
split_gain=4.56352e-05 0.000121652 0.000122942 0.000195881 9.99036e-05 9.1061e-05 0.000108606 8.69722e-05 0.000128654 0.000129193 0.000178899 9.84129e-05 8.47753e-05 5.53011e-05
threshold=0.005105000000000001 -0.45122499999999993 0.11930500000000001 0.095825000000000007 -0.0066499999999999988 0.08955500000000001 -0.23071499999999998 1.0000000180025095e-35 0.086650000000000019 -0.074234999999999982 0.092550000000000007 0.083935000000000023 0.098355000000000012 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 6 -3 11 9 12 -11 -8 -9 -10
right_child=4 2 -4 -5 -6 -7 7 8 13 10 -12 -13 -14 -15
leaf_value=0.0028683213013234034 0.0033754980450092639 -0.0028035382925969705 -0.0034142495408527509 0.0037378129636856587 -0.00057713091555324457 -0.0027926699138148088 -0.0029145767371496372 -0.00037278123861548466 0.004135395322146268 0.000896975003847637 -0.0046564121948168644 0.00033202170482302373 0.0034521416223993757 0.0011112385509275322
leaf_weight=0.0010799899445874317 0.001055087835454578 0.0012896727117371895 0.0011404088238800578 0.0010587585417470438 0.001259213808273056 0.001390608320492274 0.0014998262318318134 0.001078642564011148 0.0011036307869054726 0.0010471361109321009 0.0010360334075467312 0.0019001620413558497 0.0010048330116394499 0.0010683639379439822
leaf_count=84 258 180 107 195 201 317 779 478 121 68 127 779 91 125
internal_value=0 -0.000200351 -0.000427066 -0.000174306 0.00122487 -0.000507829 -0.000219723 0.000122448 0.000778233 -0.000196373 -0.00186492 -0.00110014 0.00147193 0.00264787
internal_weight=0 0.0156981 0.0146181 0.0134777 0.0023143 0.0124189 0.0110283 0.00973863 0.00633864 0.00416665 0.00208317 0.00339999 0.00208348 0.00217199
internal_count=3910 3451 3367 3260 459 3065 2748 2568 1010 764 195 1558 569 246
is_linear=0
shrinkage=0.00947501


Tree=2476
num_leaves=21
num_cat=0
split_feature=1213 14 453 11 4 0 403 151 52 0 12 15 49 0 47 16 42 16 457 51
split_gain=0.000353392 0.000273684 0.000155026 0.00013669 0.000273454 0.000161276 0.000248815 0.000213994 0.000214042 0.000226803 0.000221553 0.000192247 0.00027491 0.000196736 0.000163557 0.000147662 0.000129891 0.000116518 9.84185e-05 7.90014e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 1.0000000180025095e-35 0.088315000000000018 0.28937500000000005 0.18055000000000002 0.092300000000000007 -0.051109999999999996 0.086950000000000013 -0.10071499999999999 0.091475000000000015 -0.092459999999999987 -0.010424999999999999 -0.11756999999999999 0.086165000000000005 -0.080364999999999978 0.092145000000000019 -0.055679999999999993 0.083280000000000007 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 18 9 11 15 13 -13 -9 17 -11 -12 -10 -2 -17
right_child=1 -3 -4 -5 -6 -7 -8 8 14 10 16 12 -14 -15 -16 19 -18 -19 -20 -21
leaf_value=-0.00096895462723064812 0.00077988434253474113 -0.00080983780430367172 -0.00052995327363698666 -0.00048823481163851512 0.00072991566746936725 0.00069121252500642903 0.00074206550423089356 -0.00040906584008365088 -0.0011328178451019679 -8.252693599269082e-06 0.00057905732973251951 0.00010633210961782347 0.0012113744011580435 0.00043468325269752453 7.0811866072270199e-05 -0.00044231397442814771 -0.00024484997785412525 -0.00038822786094396743 0.00010936973143338864 -0.0010810974088110348
leaf_weight=0.0010177633319118978 0.0011138543788459963 0.0010271702080823014 0.0011530412436808737 0.0010550384380256786 0.0017898423269843344 0.0010245912926467446 0.0012019929620469541 0.0017056557743870826 0.001009356304486779 0.0010244283343180042 0.0010509752907535419 0.0014286352717525208 0.0010524815651446993 0.0013192897098350809 0.0010321982657800627 0.0010193898131857625 0.0010101740134907319 0.0012872129594839405 0.0012512164329590153 0.0010663696326561251
leaf_count=592 277 131 98 119 349 30 130 80 333 182 206 54 47 53 114 177 223 217 163 335
internal_value=0 1.84443e-05 5.60968e-05 8.76106e-05 0.00011741 5.84628e-05 2.15709e-05 -3.13286e-05 -0.00010841 4.83698e-06 -0.000241903 0.000236577 0.000575087 -4.10759e-05 -0.000471663 -0.000518359 0.000175258 -0.00071548 0.000425155 -0.0007689
internal_weight=0 0.0236229 0.0225957 0.0214427 0.0203877 0.0185978 0.0175732 0.0163712 0.0140062 0.0106774 0.00517134 0.00550606 0.00248112 0.00302495 0.00332877 0.00311019 0.00206115 0.00229657 0.00236507 0.00208576
internal_count=3910 3318 3187 3089 2970 2621 2591 2461 2021 1357 1123 234 101 133 664 694 429 550 440 512
is_linear=0
shrinkage=0.0016407


Tree=2477
num_leaves=18
num_cat=0
split_feature=1213 0 403 1447 453 4 4 16 0 15 52 3 1 16 0 15 1
split_gain=0.000477165 0.000162505 0.00023398 0.000140182 0.000171306 0.000225644 0.000302957 0.000280111 0.000180936 0.000150275 0.000181897 0.000133555 0.000106548 0.000123606 0.000170917 0.000154564 0.000106028
threshold=-1.0000000180025095e-35 0.18055000000000002 0.092300000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.0057500000000000008 -0.0017649999999999999 0.31524000000000002 -0.21145499999999998 0.085285000000000014 -0.088354999999999989 -0.032959999999999996 1.0000000180025095e-35 -0.055679999999999993 -0.10209999999999998 -0.055679999999999993 0.11368000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -7 10 -5 -12 -10 14 16 -15 -14
right_child=1 -3 -4 4 -6 8 -8 -9 12 -11 11 -13 13 15 -16 -17 -18
leaf_value=-0.0010464470972696017 -0.00061152618136791205 0.00062126793221296676 0.00067720317926506907 -0.00025460230081121604 -0.00064278747910209548 0.00065607306743278762 -0.00081830225839024499 -0.00078341984843602666 -0.00023199321795908435 -0.00034816044123047764 0.00010971559879670306 0.00070235847497536388 -0.00026462246545298583 -0.00054436979012894269 0.0008206452922095691 0.00031090949559699167 0.00042301857460998204
leaf_weight=0.0010660980749742635 0.0010038076350349359 0.0011106631253755403 0.0012085677151653642 0.0014624423557081335 0.0010008502534311061 0.0017547772464603373 0.0014189534677358289 0.0010509100544516606 0.0018751247605821838 0.0015008823708593799 0.0019288332036359289 0.00185520721417946 0.0010181952535556205 0.0010170973906592079 0.0013563422470820744 0.0010871161607752811 0.0012328274366420616
leaf_count=592 303 44 150 290 96 95 177 207 270 589 434 155 65 122 205 28 88
internal_value=0 3.28768e-05 2.86084e-06 -3.67722e-05 -7.27548e-06 2.6997e-05 -0.000148058 -2.61018e-05 0.000199723 9.18513e-05 0.000217727 0.000400272 9.41712e-05 0.000201252 0.000378433 -0.0001025 0.000111981
internal_weight=0 0.0228826 0.0217719 0.0205634 0.0195596 0.0185587 0.00921723 0.00779828 0.00934148 0.00674737 0.00524648 0.00378404 0.0075867 0.00571158 0.00360736 0.00210421 0.00225102
internal_count=3910 3318 3274 3124 2821 2725 1852 1675 873 1468 879 589 778 508 358 150 153
is_linear=0
shrinkage=0.00157699


Tree=2478
num_leaves=18
num_cat=0
split_feature=0 12 14 1186 1 0 133 52 43 52 13 52 2 0 15 1 3
split_gain=0.000180595 0.000288161 0.000163197 0.000170841 0.000180096 0.000218835 0.000334801 0.000195239 0.000196031 0.000225623 0.000150593 0.000237049 0.000281351 0.000272938 0.000259999 0.000285966 5.32131e-05
threshold=0.18055000000000002 0.11655500000000001 0.018455000000000003 0.081240000000000021 0.077800000000000022 -0.076734999999999984 0.083815000000000014 -0.37613999999999997 -0.053009999999999995 -0.0088249999999999978 -0.09547499999999999 0.071660000000000015 0.11230000000000001 -0.230625 -0.096369999999999983 0.092550000000000007 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 9 -9 -10 12 13 -12 15 -15 -7
right_child=-2 -3 -4 -5 7 16 -8 8 10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=-0.0012009324298869061 0.00071370278868912733 -0.00097521306640820245 -0.00069645138686622499 0.00074144205758915104 -0.00060980935995015681 0.00045314077734260472 -7.73894795444689e-05 0.0012341124109381367 0.00048959735212571816 0.00021109051636141973 0.00073925124978020803 0.00054979892854861007 -0.00099984236498647911 0.00078859087160620467 -0.00082599152613828896 -0.00052490925202151656 -7.5835071775057043e-05
leaf_weight=0.0014494823379406895 0.0010383706508697741 0.0010010569681159756 0.0010121641075809254 0.0010230469020141566 0.0010918662732903881 0.0010122701975379678 0.0019780085704194667 0.0010475068806609367 0.0019328516318228841 0.001937721897734346 0.0011028192786253239 0.0015579757126208543 0.0011919763448604015 0.0010542358036218532 0.0015307170290161996 0.0010369959082957847 0.0014719922857165902
leaf_count=757 44 182 151 108 184 84 641 235 225 346 54 95 92 20 335 41 316
internal_value=0 -4.38819e-05 -3.80062e-07 3.41232e-05 -3.18369e-06 -0.000261637 -0.000552535 0.000110124 0.000173553 0.000570066 4.77315e-05 -6.65285e-05 -0.000228818 -3.43015e-05 -0.000269835 0.000137255 0.000139708
internal_weight=0 0.0224327 0.0214316 0.0204195 0.0193964 0.00591175 0.00342749 0.0134847 0.0123928 0.00298523 0.00940757 0.00747472 0.00591674 0.00472477 0.00362195 0.00209123 0.00248426
internal_count=3910 3866 3684 3533 3425 1798 1398 1627 1443 581 862 637 542 450 396 61 400
is_linear=0
shrinkage=0.00177594


Tree=2479
num_leaves=22
num_cat=0
split_feature=1213 14 0 12 13 52 2 13 453 52 39 4 52 52 50 13 1 4 15 2 2
split_gain=0.000569406 0.000568919 0.000204948 0.00029685 0.000224813 0.00044374 0.00031725 0.000228326 0.000200658 0.000189268 0.000294206 0.000266761 0.00026217 0.000271096 0.000269846 0.000379432 0.000315032 0.000237602 0.000149378 0.000124881 5.27901e-05
threshold=-1.0000000180025095e-35 0.073890000000000011 0.18055000000000002 0.11655500000000001 -0.083514999999999992 0.10303500000000002 0.099990000000000009 -0.123625 1.0000000180025095e-35 -0.27466499999999994 0.005105000000000001 -0.23071499999999998 -0.081429999999999989 -0.07125999999999999 0.081160000000000024 -1.0000000180025095e-35 0.094695000000000015 -0.017449999999999997 -0.10071499999999999 0.11635500000000001 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -6 11 -11 -13 -14 15 -15 17 -17 -18 -8 -19
right_child=1 -3 -4 -5 8 -7 19 -9 -10 10 -12 12 13 14 -16 16 18 20 -20 -21 -22
leaf_value=-0.0011754792362647056 -0.00037563597591474358 -0.0012225770138504007 0.00073841859771625422 -0.00085031705131234333 -0.00049608970943774652 -0.00055423369446125402 0.001493863479165477 0.00062097648810174617 -0.00072927949433113906 -0.00068395642106081468 0.00085717391825901085 0.00069523043330989927 -0.00083787994832278286 -0.00048362448487396567 -0.00073386510309693214 0.00069840962538133947 0.0013669272118793563 -0.00054317918459846311 0.00047736718774238335 0.0006607910677810337 6.6695864893299889e-06
leaf_weight=0.0012025646535210799 0.0011322412991454506 0.0010219822848668838 0.0012935002410223292 0.0010417229374142514 0.0017760226297677652 0.0012302803796855333 0.0010908818266823772 0.0016400787809960375 0.0010897852690918688 0.0014133636543380542 0.0013360535597123054 0.0018225684608282099 0.0010317189853382676 0.0017510680575061567 0.0010133880311278959 0.0011831588919071212 0.0011150554041280125 0.0010001797112409077 0.0010854908264393004 0.0010095059237103035 0.0010355228657339122
leaf_count=592 82 119 44 151 300 180 68 442 64 97 224 173 34 571 291 112 59 38 76 140 53
internal_value=0 2.58501e-05 7.66986e-05 4.07321e-05 8.15218e-05 0.000361786 0.000593067 0.000213951 -2.11872e-05 2.83945e-05 9.5955e-05 1.42759e-05 0.00010368 -1.33111e-05 9.06402e-05 0.000207166 0.000430367 9.00813e-05 0.000928123 0.00109347 -0.000263482
internal_weight=0 0.0261136 0.0250916 0.0237981 0.0227564 0.00610299 0.00487271 0.00277232 0.0166534 0.0155636 0.0137876 0.0124515 0.0110382 0.00921558 0.00818386 0.00717048 0.00541941 0.00321886 0.00220055 0.00210039 0.0020357
internal_count=3910 3318 3199 3155 3004 912 732 524 2092 2028 1728 1504 1407 1234 1200 909 338 203 135 208 91
is_linear=0
shrinkage=0.00170698


Tree=2480
num_leaves=20
num_cat=0
split_feature=1213 14 1374 11 13 52 39 453 0 3 48 15 49 2 1 133 42 3 1
split_gain=0.000429032 0.00021887 0.000169598 0.000180277 0.000165107 0.000334877 0.000245952 0.000218407 0.000215432 0.000340835 0.000291406 0.000187528 0.000288963 0.000163939 0.000138576 0.000165857 0.000238223 2.36403e-05 1.04044e-06
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094679999999999986 0.089560000000000015 -0.091229999999999992 0.090640000000000012 0.084155000000000021 1.0000000180025095e-35 -0.10071499999999999 -0.074234999999999982 0.086065000000000016 -0.10469999999999999 -0.073619999999999977 0.099990000000000009 0.090355000000000005 0.084760000000000016 0.08401500000000002 0.084925000000000014 0.096630000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 13 7 8 11 10 14 -6 -13 -4 15 16 -10 -14 -11
right_child=1 -3 3 -5 6 -7 -8 -9 9 18 -12 12 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.0011081140856232144 -0.00055369510694305997 -0.00076277756322722936 0.00034621211002089239 -0.00059370477410574567 -0.00013297886162817578 -0.00026401275222835279 0.00066423488584658108 -0.00078506968214760999 -0.00053345490184624703 -0.00079902960329468269 0.00086431576304003745 -0.00015081163792226559 0.00074243097871217194 0.001119332448243916 0.00036382253622817035 -0.00080149760207922835 0.00060089748106163408 0.0010983662588426094 -0.00072027072125379883
leaf_weight=0.001047142366583812 0.001272325374993776 0.0010116868604440532 0.0016910281209196248 0.0010799463522994648 0.0018905630303305276 0.0015024807466723078 0.0017678260798998672 0.0010587814257054804 0.0012302928106365267 0.0010177913064820755 0.0011240027049881501 0.0011759260709635899 0.0011814471018176615 0.0016357677909859952 0.0013110712602384562 0.0012736042539499854 0.001032027710476946 0.0010853384682025791 0.0010161330501760046
leaf_count=592 66 131 143 110 114 119 328 73 350 310 154 50 52 155 303 545 125 58 132
internal_value=0 3.00655e-05 6.44224e-05 0.00010005 0.000135737 0.00041823 5.13417e-05 -2.39163e-05 3.65038e-05 -0.000144111 6.55731e-05 0.000307596 0.000549537 0.000726351 -0.000119653 -0.000298919 -1.59849e-05 0.000912853 -0.000759682
internal_weight=0 0.024358 0.0233464 0.022074 0.0209941 0.00482928 0.0161648 0.014397 0.0133382 0.00800492 0.005971 0.00533327 0.00344271 0.0033268 0.004847 0.00353592 0.00226232 0.00226679 0.00203392
internal_count=3910 3318 3187 3121 3011 417 2594 2266 2193 1919 1477 274 160 298 1323 1020 475 110 442
is_linear=0
shrinkage=0.00174112


Tree=2481
num_leaves=19
num_cat=0
split_feature=1213 14 11 3 13 52 124 4 151 42 42 3 1 2 47 52 2 3
split_gain=0.000463906 0.00019156 0.000162265 0.000202553 0.000204267 0.000294367 0.000193223 0.000283372 0.000160572 0.00015824 0.000260859 0.000154007 0.000132586 0.000161098 0.000221555 0.000175275 8.8874e-05 4.34627e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 0.088315000000000018 -0.15002999999999997 -0.091229999999999992 0.090640000000000012 -0.048219999999999992 -0.23071499999999998 -0.083559999999999982 -0.11145999999999999 -0.088669999999999985 -0.084129999999999996 0.085410000000000014 0.086650000000000019 0.09550500000000002 -0.072349999999999984 0.099990000000000009 0.11476000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 16 -6 -8 -9 -10 -11 -12 -13 14 -14 -15 -5 -17
right_child=1 -3 -4 4 6 -7 7 8 9 10 11 12 13 15 -16 17 -18 -19
leaf_value=-0.0010981620233908008 0.00066803515793798331 -0.00068419067590299795 -0.00057695277665525068 0.00040946687101721553 0.00066099966501812651 -0.00024215663566972561 -0.00083043442958124602 -0.00052281280970613211 -0.00054742773095176978 0.00090403133404557594 -0.00054078237901270801 0.00048542509029610067 -0.00070557717944008409 -0.00029357479653427143 0.00028744139469060197 0.00071782324630699035 0.0010085889647501334 0.00024868729382949615
leaf_weight=0.0010777430713643224 0.0015707506661021857 0.0010198301633549461 0.0010740414733656492 0.0014995673027748567 0.0010092672502173836 0.0014543037864723218 0.001336165717859601 0.0015694977350942758 0.0011258319495948037 0.0010494808318176089 0.0011811286174324377 0.0019556491970665144 0.0016390015673141359 0.0011900662757011182 0.0010213853150573549 0.0012022556642665959 0.0012899002459565434 0.0010242389457273404
leaf_count=592 142 137 120 132 238 118 129 293 135 121 344 674 309 51 100 80 148 47
internal_value=0 2.49965e-05 5.75863e-05 8.98577e-05 4.33984e-05 0.000368265 -4.66867e-05 -9.66524e-05 -2.09915e-05 4.81634e-05 0.000113497 2.34523e-05 0.000106418 -1.55514e-05 -0.000324334 0.00022489 0.000686512 0.00050201
internal_weight=0 0.0232124 0.0221925 0.0211185 0.0195477 0.00424377 0.015304 0.0142947 0.0129585 0.011389 0.0102632 0.00921373 0.0080326 0.00607695 0.00266039 0.00341656 0.00278947 0.00222649
internal_count=3910 3318 3181 3061 2919 398 2521 2283 2154 1861 1726 1605 1261 587 409 178 280 127
is_linear=0
shrinkage=0.00167351


Tree=2482
num_leaves=18
num_cat=0
split_feature=1213 14 0 16 4 157 13 39 403 16 15 48 1 0 16 4 1
split_gain=0.000412214 0.000251584 0.000168433 0.000238132 0.000339118 0.000238845 0.000236052 0.000189538 0.000192001 0.000235258 0.000170946 0.000156961 0.000235588 0.000185136 0.000142186 0.000116207 1.05156e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.18055000000000002 0.26538000000000006 -0.032604999999999995 -0.077044999999999988 -0.091229999999999992 0.005105000000000001 0.03138500000000001 0.032820000000000009 -0.089594999999999994 0.016865000000000002 0.077800000000000022 -0.14733499999999997 -0.15168999999999996 0.0057500000000000008 0.093720000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 10 8 9 11 -7 12 -8 15 -14 -13 -16
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12 13 14 -15 16 -17 -18
leaf_value=-0.0010555798976849566 0.00072593541695464749 -0.00078705082821720963 0.00069666326187613572 -0.001171012015626441 5.5491267130257125e-05 4.1926959139444569e-05 -0.00084909160454435994 0.00058076776579470992 0.00042076492673271001 -0.00089079003087903276 0.0007418278180474126 -0.00045933553791040806 0.00027253529928074924 0.0007558257613149242 -0.00024797180328327729 0.00024650044504821955 -0.00048448559302638965
leaf_weight=0.0010327074294317817 0.0015438859384220563 0.0010214803181951343 0.0011136656066707612 0.0010646542758746269 0.0015512625007437211 0.0019166981456310295 0.0015621341380358603 0.0011428813722894017 0.0015284617085373478 0.0012650479092978064 0.0019941630424564717 0.0012356646304159113 0.0017575760492846426 0.001014273507117136 0.0010051592168845991 0.0013859722232538729 0.0011055145114037823
leaf_count=592 367 131 44 231 192 199 633 278 156 208 184 36 105 157 217 58 122
internal_value=0 2.49952e-05 6.23815e-05 2.88615e-05 -0.000443684 9.5834e-05 3.83177e-05 -7.01085e-05 -0.000132831 -0.000214732 0.000398809 -0.0001204 -0.000300577 0.000148703 -7.90682e-05 -8.61835e-05 -0.000371851
internal_weight=0 0.0232085 0.022187 0.0210733 0.00261592 0.0184574 0.0169135 0.0130027 0.0118598 0.0103313 0.00391086 0.00906629 0.00543038 0.00363591 0.00386825 0.00262164 0.00211067
internal_count=3910 3318 3187 3143 423 2720 2353 1970 1692 1536 383 1328 1077 251 444 94 339
is_linear=0
shrinkage=0.00167351


Tree=2483
num_leaves=22
num_cat=0
split_feature=1213 14 0 12 403 376 48 1 14 2 15 160 12 2 13 150 0 1 0 48 43
split_gain=0.000358998 0.000356151 0.000236727 0.000387304 0.000264636 0.00021099 0.00022032 0.000240218 0.000258096 0.000293558 0.000228997 0.000209986 0.000173428 0.000154877 0.000283926 0.000315982 0.000216472 0.000207756 0.000348559 9.21557e-05 0.00015944
threshold=-1.0000000180025095e-35 0.073890000000000011 0.18055000000000002 0.11655500000000001 0.092300000000000007 0.048375000000000008 0.12675000000000003 0.10498500000000001 -0.24487499999999998 0.11125500000000001 -0.064869999999999983 -0.091109999999999983 -1.0000000180025095e-35 0.085355000000000014 -0.07409499999999998 0.082085000000000019 -0.069794999999999982 0.092550000000000007 -0.098179999999999976 0.086870000000000017 -0.020804999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 11 -9 10 -10 -2 -13 17 19 16 -16 18 -14 20 -15
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 -12 12 13 14 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.000922742511382544 -0.00083439811917261077 -0.00094548915188197215 0.00076764059128918731 -0.0009498550043271544 0.00078256810767461389 0.00066325169279272348 -0.00067542039256880985 -0.00026762456928770015 -0.00029085272479660156 0.0011208764888545296 0.00061320481013565215 -0.00066677850696456921 0.0011344490846161147 -0.00041237342635795199 -0.001412867840729455 7.3250766992603969e-05 -0.00033536298343596468 -0.00032274787934184518 -8.7539448220586911e-05 0.0006168448552876291 0.00050701612388943918
leaf_weight=0.0011696988638931335 0.0010037732257663556 0.0010202990502523731 0.0012682256113718633 0.0010881868499926011 0.0013793754644315084 0.0013697291654079678 0.0013240288838071148 0.0016618227184425419 0.0014006786979288239 0.0014645723280855196 0.0017842585774086595 0.0011154405606620338 0.0013859889570805306 0.0010804078241634443 0.0010264798287283299 0.0019395922094727069 0.0010628755212600089 0.0010501756922474126 0.0012373561247165411 0.0012063504033221761 0.0010336987578570779
leaf_count=592 357 119 44 151 142 180 88 97 152 184 112 112 33 320 321 65 211 122 374 68 66
internal_value=0 2.43206e-05 6.25501e-05 2.62218e-05 7.13687e-05 2.70738e-05 -1.48654e-05 3.00928e-05 0.000298445 0.000500769 0.000215616 -9.87796e-05 -3.79482e-05 2.56849e-05 -0.00011456 -0.000413173 -0.000864731 0.000306266 0.000558072 0.000247768 3.71649e-05
internal_weight=0 0.0269033 0.025883 0.0246148 0.0235266 0.0221472 0.0207775 0.0194535 0.00631133 0.00464951 0.00318494 0.0131421 0.0121384 0.0110229 0.0073494 0.00402895 0.00208936 0.00367352 0.00262335 0.00332046 0.00211411
internal_count=3910 3318 3199 3155 3004 2862 2682 2594 545 448 264 2049 1692 1580 1051 597 532 529 407 454 386
is_linear=0
shrinkage=0.00167351


Tree=2484
num_leaves=15
num_cat=0
split_feature=484 50 48 51 403 3 0 4 1 12 16 4 4 4
split_gain=5.16209e-05 0.000108784 8.77937e-05 0.00013067 0.000150986 0.000159526 9.6725e-05 7.10489e-05 0.00014684 0.000118121 0.000125571 8.98032e-05 7.80293e-05 7.00618e-05
threshold=-0.0043499999999999988 0.10030500000000002 0.11930500000000001 0.08955500000000001 0.087440000000000004 -0.14218999999999996 -0.23029999999999998 -0.082509999999999986 0.092385000000000009 0.082640000000000005 -0.035699999999999989 -0.23071499999999998 0.053925000000000008 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 11 9 -9 -11 -8 -10 -14
right_child=1 -3 -4 -5 -6 6 7 8 12 10 -12 -13 13 -15
leaf_value=-0.0019766920196944604 0.0040424109326033875 0.0033324033848571395 -0.0029258915555500841 -0.0030963265132187548 -0.0030201828819412207 0.0031180935586677407 -0.0002424792784126566 -0.0044534651235406944 0.0026760689318598681 -0.002677424353599355 0.0019023873948966652 0.0033619803106149596 -0.0017717006337882842 0.0015425572273618363
leaf_weight=0.0012818582488438443 0.0012934879978254528 0.0010008265992464465 0.0010288088367060777 0.0011876432251336786 0.0012112708373633466 0.0011298720602226356 0.0015427772014186825 0.001240730788125817 0.0014893795581014395 0.0013647598422358285 0.0010876547428051021 0.0012774967662335006 0.0013708270546226586 0.0012176915108306698
leaf_count=612 222 292 110 209 261 71 120 146 229 492 470 359 65 252
internal_value=0 0.00011391 -8.1995e-05 0.000107826 0.000375323 0.000691341 0.000321535 2.32003e-05 -0.000472923 -0.00192531 -0.000646261 0.00139023 0.000842431 -0.000212607
internal_weight=0 0.0174432 0.0164424 0.0154136 0.0142259 0.0130147 0.0117212 0.0105913 0.00777104 0.00369315 0.00245241 0.00282027 0.0040779 0.00258852
internal_count=3910 3298 3006 2896 2687 2426 2204 2133 1654 1108 962 479 546 317
is_linear=0
shrinkage=0.010055


Tree=2485
num_leaves=14
num_cat=0
split_feature=48 1 48 2 16 47 42 1 133 160 3 4 42
split_gain=5.62895e-05 7.78072e-05 8.20219e-05 0.000128734 8.86867e-05 7.99685e-05 7.96438e-05 8.80498e-05 0.000110637 7.5544e-05 8.5824e-05 6.5698e-05 6.0932e-05
threshold=-0.081799999999999984 0.10752500000000002 0.12862000000000004 0.11260500000000001 0.050115000000000007 0.09252500000000001 0.092145000000000019 0.094165000000000013 0.065880000000000008 -0.025614999999999995 -0.023079999999999996 -0.07964499999999998 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 8 9 -2 11 -11 -10
right_child=1 2 -4 -5 -6 -7 -8 -9 12 10 -12 -13 -14
leaf_value=-0.0021622068862494777 0.0010574135993494293 0.0021714180386300831 -0.0012250621533446307 0.0038206311584396595 -0.0011940135265949556 -0.0024991790883135156 -0.0021376342058860489 0.0023550644078770169 0.00017646824853594965 -0.0017448597190898366 -0.0029379801461939989 0.001491068729290669 0.0029631483210793533
leaf_weight=0.0010053664308018453 0.0012956357279745069 0.0012999529663678118 0.0010949189723898911 0.0014919125344375595 0.0014069641807792493 0.0012865801324265505 0.0013809617882640556 0.0014527821418653117 0.0015569665614358179 0.0011718607616191404 0.0019356852379405214 0.001006296879632189 0.0011980483141217704
leaf_count=128 331 204 101 306 119 231 560 251 304 469 140 356 410
internal_value=0 9.77904e-05 0.00103925 0.00162971 0.00042218 -0.0003079 -5.1563e-05 0.00024798 -0.000126953 -0.000898655 -0.00151471 -0.000249879 0.00138829
internal_weight=0 0.0175786 0.00529375 0.00419883 0.00270692 0.0122848 0.0109982 0.00961728 0.00816449 0.00540948 0.00411384 0.00217816 0.00275501
internal_count=3910 3782 730 629 323 3052 2821 2261 2010 1296 965 825 714
is_linear=0
shrinkage=0.00928922


Tree=2486
num_leaves=15
num_cat=0
split_feature=11 3 156 48 0 51 484 1 4 52 2 12 0 15
split_gain=6.05253e-05 9.28856e-05 7.70144e-05 7.97462e-05 0.000159093 9.13421e-05 0.000150762 9.83855e-05 0.000115318 0.000124078 0.000104837 0.000124782 7.7011e-05 5.3667e-05
threshold=0.08184000000000001 -0.15464999999999998 0.091280000000000014 0.091555000000000011 -0.19631499999999999 0.089355000000000004 0.084225000000000008 0.12864500000000004 0.22584000000000001 -0.089799999999999977 0.086650000000000019 0.092365000000000017 -0.10131499999999999 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 9 -3 12 13 -11 -12
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.0032180368818481397 -0.0023002910093637956 -0.0033681895814679278 -0.0028579065200747844 -0.001190843551952407 0.0037345361967624185 -0.0031178405493259148 0.0038429892635288847 0.0025294765145811773 -0.0033317190367231258 0.00080637396371764983 0.0046598727746213105 -0.00086995388346121621 -0.0026831268371640374 0.0013627731853176274
leaf_weight=0.0010057191053927479 0.0011963924445906387 0.0011344038409403026 0.0010084128494127513 0.0012345773033821672 0.0017141523989429716 0.0011012441072185226 0.0010351926722572411 0.0011537218351691048 0.0015303846385653595 0.001248998146086202 0.0011735922329389695 0.0013910336103723636 0.001552373151585656 0.0010011298488389053
leaf_count=113 224 330 278 57 357 278 298 146 180 63 199 329 874 184
internal_value=0 0.000132724 -5.78846e-05 0.000127016 0.00167237 -0.000242795 3.93698e-05 -0.000347202 -0.000714664 -0.00018076 0.000387131 0.00157694 -0.00112732 0.00314206
internal_weight=0 0.0172849 0.0162792 0.0152708 0.00294873 0.0123221 0.0112208 0.0101856 0.00903192 0.00750153 0.00636713 0.00356576 0.00280137 0.00217472
internal_count=3910 3686 3573 3295 414 2881 2603 2305 2159 1979 1649 712 937 383
is_linear=0
shrinkage=0.0104612


Tree=2487
num_leaves=15
num_cat=0
split_feature=52 1 123 14 133 42 16 2 13 160 160 47 2 15
split_gain=5.1981e-05 8.83069e-05 8.92552e-05 0.000109164 0.00011404 8.94294e-05 9.60254e-05 0.00010513 0.000151098 0.000104356 8.98952e-05 0.000113236 0.000170973 5.99366e-05
threshold=-0.40083499999999994 0.13860500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.10599500000000002 -1.0000000180025095e-35 -0.0049699999999999996 0.097940000000000013 -0.017604999999999999 -1.0000000180025095e-35 0.10070500000000002 0.09252500000000001 0.079395000000000007 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 8 -8 -7 11 12 -11 -14
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 -13 13 -15
leaf_value=-0.002443560740418349 -0.0033048761823513914 0.003335121017965203 0.0029131469587470151 -0.0024104051850856543 -0.0036086705761758826 -0.0031962940055635641 -0.0025033994008860278 0.0046601125272931025 0.003642148024505383 0.0058404972555468962 -0.0025884779645863353 -0.0018372560261743786 0.002211995058038806 -0.00088980814125291688
leaf_weight=0.0010719900252392838 0.0014171667147803131 0.0010337661717062371 0.0011856738313593155 0.0013939126859821875 0.0010389727818741036 0.0011596988197637471 0.0010163135598418721 0.0013578340435762559 0.0010357908232789884 0.0010808808513191447 0.0010305170537144095 0.0013285673639678031 0.001566966760455508 0.001629362927920818
leaf_count=401 103 182 280 741 486 516 256 120 101 131 115 81 157 240
internal_value=0 0.000126133 -7.81166e-05 -0.000313682 -2.87592e-06 0.000294455 0.000630914 0.00221585 0.000598539 -6.23325e-05 0.00048533 0.00105039 0.00194734 0.000630818
internal_weight=0 0.0172754 0.0162417 0.015056 0.0136388 0.0125998 0.0112059 0.00340994 0.0020521 0.00779599 0.00663629 0.00560578 0.00427721 0.00319633
internal_count=3910 3509 3327 3047 2944 2458 1717 477 357 1240 724 609 528 397
is_linear=0
shrinkage=0.0113235


Tree=2488
num_leaves=14
num_cat=0
split_feature=11 3 13 39 0 51 52 0 0 52 4 1 1
split_gain=4.80474e-05 7.37551e-05 6.59033e-05 0.000112197 0.000192831 0.000100828 0.000102399 0.000135653 0.000162726 9.65003e-05 9.3457e-05 8.89856e-05 4.24282e-05
threshold=0.08184000000000001 -0.14818499999999998 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.088094999999999993 0.016565000000000003 -0.10071499999999999 -0.11524 0.083750000000000005 0.080255000000000007 0.077800000000000022 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 -4 7 8 10 12 -7 -8 -3
right_child=-2 2 3 -5 -6 6 11 -9 -10 -11 -12 -13 -14
leaf_value=0.0027590240269999306 -0.002104697037825481 0.0010760896633947858 0.0028776661268925829 0.0020837207773517922 -0.0044616823194392977 -0.00021050584204705157 -0.00064322406017792392 -0.0041051739754577711 0.0031579232200359395 -0.0012572606569544098 -0.0040791179963906377 0.0032907537616130096 0.0040287660132887482
leaf_weight=0.0011293474763130707 0.0011773675821794794 0.0011005563337038145 0.0010334512231547589 0.0017552197231124828 0.0014388801151740882 0.0018425977969958041 0.0015041477774468404 0.0015951291557910917 0.0010613937037362584 0.0011403752229506015 0.0011577018501398584 0.0011591807729217363 0.0011159296131245233
leaf_count=148 224 104 263 374 273 80 857 983 38 126 89 182 169
internal_value=0 0.000124109 -6.29902e-05 -0.00041826 -0.000825166 -0.000265754 -0.000656201 -0.00146845 -0.000432943 0.00126498 -0.00170326 0.00106899 0.00256267
internal_weight=0 0.0170339 0.0159046 0.0125477 0.0107925 0.0093536 0.00832015 0.00565682 0.00406169 0.00335686 0.0030003 0.00266333 0.00221649
internal_count=3910 3686 3538 3139 2765 2492 2229 1190 207 399 169 1039 273
is_linear=0
shrinkage=0.0106704


Tree=2489
num_leaves=20
num_cat=0
split_feature=1213 14 1374 124 457 403 123 42 51 133 48 1 3 160 52 16 13 1 4
split_gain=0.000421055 0.000320941 0.000173853 0.000200382 0.00017568 0.000228324 0.000311698 0.000235271 0.000226533 0.000190238 0.00017526 0.000229906 0.000356637 0.000383507 0.000166107 0.00019933 0.000165832 0.00014226 5.06349e-05
threshold=-1.0000000180025095e-35 0.056865000000000006 -0.094679999999999986 0.11158000000000001 0.082870000000000013 0.03138500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.12664500000000004 0.093130000000000004 0.10361000000000002 0.11198000000000001 0.090325000000000003 -1.0000000180025095e-35 0.092550000000000007 -0.14879499999999998 -0.012339999999999999 0.087075000000000014 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 10 11 12 13 -9 15 -15 -7 -6 -17
right_child=1 -3 3 -5 17 16 -8 8 -10 -11 -12 -13 -14 14 -16 18 -18 -19 -20
leaf_value=-0.0010968926661967494 -0.00056702566502159484 -0.00093452558713534215 -0.00082707021241740925 0.00085768933597493919 0.00011307057829243457 0.0010469456276932542 0.00076527637849160856 -0.0007027494120246232 -0.00082024519054968794 -0.00068899512249195579 -0.00051799019056211477 0.00068031621738374234 -0.00065956409053393697 0.00084043983426045868 0.00105561974185174 0.00023911598309702764 0.00013101898852732044 0.00096561071264173359 -0.0002325452729951826
leaf_weight=0.0010480141806387669 0.0012228523217054912 0.0010018772358902214 0.0013459593888428345 0.0010288220741191184 0.0012554170319845062 0.0010137559887228309 0.0012715955195134769 0.0011197215839816154 0.0011018441610241092 0.0010960312473381828 0.001349675138618279 0.0019877743435098858 0.0018158066793712013 0.0012558161331295199 0.0010089243266491188 0.0013824956256129894 0.0014655550181378032 0.0011251094214135698 0.0013775025028969277
leaf_count=592 66 128 580 39 98 105 238 423 130 336 120 208 104 39 55 293 123 145 88
internal_value=0 3.03322e-05 7.19548e-05 0.000107469 7.06673e-05 1.36472e-05 -6.2038e-05 -0.000132921 -6.36909e-05 3.56917e-06 7.07573e-05 0.000150634 1.83661e-05 0.000218708 0.000424047 0.000265372 0.000505529 0.000516007 3.712e-06
internal_weight=0 0.0242265 0.0232247 0.0220018 0.020973 0.0185925 0.0161131 0.0148416 0.0134956 0.0123937 0.0112977 0.00994804 0.00796027 0.00614446 0.00502474 0.00401581 0.00247931 0.00238053 0.00276
internal_count=3910 3318 3190 3124 3085 2842 2614 2376 1796 1666 1330 1210 1002 898 475 420 228 243 381
is_linear=0
shrinkage=0.00174112


Tree=2490
num_leaves=13
num_cat=0
split_feature=52 15 51 0 52 12 42 49 3 151 4 4
split_gain=5.3161e-05 0.000115271 8.32684e-05 7.95347e-05 0.000114796 0.000112085 0.000107425 7.28545e-05 0.000145749 0.000152652 0.000119569 0.000100782
threshold=0.28122000000000008 -0.24219999999999997 0.090935000000000016 0.14676000000000003 0.090300000000000005 -0.023959999999999995 -0.088669999999999985 -0.075429999999999983 -0.084129999999999996 -0.0008699999999999999 0.074650000000000008 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 -9 -10 11 -11
right_child=-2 2 -4 -5 -6 6 7 8 9 10 -12 -13
leaf_value=0.0031085364485646423 -0.0023430014969066256 -0.0033208532661503755 0.0022296481900655834 0.0019484185388260703 -0.0035631194870979141 0.0028785836498323092 0.0017363639724788892 -0.0037837946594883698 -0.0037004345285449971 0.0016226981646284076 0.004113468442958599 -0.0022577102789852577
leaf_weight=0.0014110749208041109 0.0010967041174184461 0.0012963477805867244 0.0015808249392009087 0.0015186017605064066 0.0014552167284390205 0.0013977135574377185 0.0015698828409505556 0.001562785649849535 0.0010584789820710571 0.0017609243176932169 0.001046234558544433 0.0014421708715736193
leaf_count=303 365 251 290 68 435 325 156 662 158 540 105 252
internal_value=0 0.000128897 -0.00013909 -0.000404504 -0.000688319 -0.0003126 8.37887e-05 -0.00037902 -0.00086237 -2.21083e-06 0.000918991 -0.000124428
internal_weight=0 0.0171003 0.0156892 0.0141084 0.0125898 0.0111345 0.00983819 0.00844048 0.00687059 0.00530781 0.00424933 0.0032031
internal_count=3910 3545 3242 2952 2884 2449 2198 1873 1717 1055 897 792
is_linear=0
shrinkage=0.0108838


Tree=2491
num_leaves=20
num_cat=0
split_feature=1213 0 403 4 52 147 52 0 150 2 160 2 1 150 0 43 3 133 0
split_gain=0.000351896 0.000185004 0.000246937 0.000212457 0.000266435 0.000227538 0.000187742 0.000257349 0.000119988 0.000150346 0.000206775 0.000275397 0.000274157 0.000132025 0.000206229 0.000124017 0.000155496 0.000102996 8.77216e-05
threshold=-1.0000000180025095e-35 0.18055000000000002 0.03138500000000001 -0.065054999999999988 0.098910000000000012 1.0000000180025095e-35 0.071660000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.113945 0.093575000000000019 0.08882000000000001 -0.089879999999999974 -0.079109999999999986 -0.074234999999999982 -0.088019999999999987 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 7 -2 -5 15 -11 12 13 14 -12 -10 -17 -4 -18
right_child=1 -3 17 5 -6 -7 -8 -9 9 10 11 -13 -14 -15 -16 16 18 -19 -20
leaf_value=-0.0009848306816241804 -0.00087987514052666356 0.00067661119648398168 0.0008156202787835109 -0.00049742455855990037 -0.0011058381652982233 0.00072377830762431709 0.00045729701655137275 0.00017024335878537621 -0.00057999649139028821 -0.00039025941615907905 4.3117158963180456e-05 -0.00027313099318962696 0.0012954457311453987 -0.0001571555180081067 0.0010967074125846168 0.00050125221260299759 -0.00062616919656690608 0.0001120091056711992 2.1860911851877643e-05
leaf_weight=0.0010003603146557299 0.0014137110490327646 0.0011725805403889856 0.0013223621495813687 0.0013876054380398415 0.0010816751599506264 0.0012182845227192577 0.0010007884400090594 0.0012155648959456186 0.0016287801660729018 0.0014510178533084003 0.0010801173452135138 0.0016137251606077561 0.0010196792509808983 0.0011427532430374754 0.0010039091147416297 0.0010958487988786819 0.0010370847483754941 0.0010416050353092557 0.0013421144147292502
leaf_count=592 381 44 142 135 194 185 207 184 290 462 132 255 64 30 159 144 58 111 141
internal_value=0 2.8842e-05 -5.53257e-06 -6.67658e-05 -0.000376814 3.04896e-05 -0.000159581 -0.000394385 -3.07033e-05 2.14613e-05 0.000175331 0.000315375 0.000539017 0.000299982 0.000550649 -0.000198957 -2.03606e-05 0.000505597 -0.000260613
internal_weight=0 0.0232692 0.0220966 0.0197327 0.00471174 0.0150209 0.00363006 0.00262928 0.0138026 0.012415 0.0073112 0.00586018 0.00424646 0.00322678 0.00208403 0.00510383 0.00347505 0.00236397 0.0023792
internal_count=3910 3318 3274 3021 966 2055 772 565 1870 1735 1102 640 385 321 291 633 343 253 199
is_linear=0
shrinkage=0.00167351


Tree=2492
num_leaves=19
num_cat=0
split_feature=1213 14 11 13 52 3 124 4 42 42 3 15 43 151 49 16 1 2
split_gain=0.000431874 0.000198207 0.000147291 0.000172359 0.000248416 0.000179542 0.000189549 0.000241401 0.000146912 0.000251737 0.00016723 0.000172007 0.000150534 0.000142433 0.000225647 0.00021483 0.00017029 0.000114021
threshold=-1.0000000180025095e-35 0.020750000000000005 0.088315000000000018 -0.091229999999999992 0.083750000000000005 -0.14818499999999998 -0.048219999999999992 -0.23071499999999998 -0.11145999999999999 -0.088669999999999985 -0.084129999999999996 0.083935000000000023 -0.079374999999999987 -0.044604999999999992 -0.065249999999999989 -0.082054999999999975 0.11052000000000002 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 17 -5 -7 -8 -9 -10 -11 12 -12 -14 -15 -16 -17 -2
right_child=1 -3 -4 5 -6 6 7 8 9 10 11 -13 13 14 15 16 -18 -19
leaf_value=-0.0010875557688380974 0.00036623437446180358 -0.00070215392859868033 -0.00055243318481247258 0.00062010999788520609 -0.00013596791294097333 0.00067472721465254614 -0.0007725678076950012 -0.00060621347789802831 0.0008404483531908721 -0.00060722985656227611 -0.00065205855224488042 0.00068543064053526405 -0.00047493779667328283 -0.00049701456789558261 0.00088859582739969232 0.00041480210587813723 -0.00038780343587435895 0.0010545552801141333
leaf_weight=0.0010383863405834309 0.00140627981138271 0.0010072295558244742 0.0010463940061131707 0.0013470522517582953 0.0015849363149721962 0.0010337762947777379 0.0013367000527064162 0.0010980115247908205 0.0010586634461193642 0.0012949837503953296 0.0010159883413277376 0.0010874305914199698 0.0012377746854812565 0.0011983941466056141 0.0014132653595294213 0.0018994292411746204 0.001295720287353308 0.0013986675943081367
leaf_count=592 132 137 120 127 131 238 129 150 132 494 351 422 90 37 152 237 85 154
internal_value=0 3.81243e-05 7.24007e-05 0.000103976 0.000404225 2.31982e-05 -3.05135e-05 -8.28271e-05 -9.6524e-06 4.72986e-05 -3.31073e-05 4.8165e-05 -3.78069e-05 5.07821e-05 0.000162844 0.000334437 8.93237e-05 0.000709461
internal_weight=0 0.0227607 0.0217535 0.0207071 0.00438988 0.0163172 0.0149701 0.0139364 0.0125997 0.0115016 0.010443 0.009148 0.00806057 0.00704458 0.00580681 0.00460841 0.00319515 0.00280495
internal_count=3910 3318 3181 3061 417 2644 2517 2279 2150 2000 1868 1374 952 601 511 474 322 286
is_linear=0
shrinkage=0.00170698


Tree=2493
num_leaves=19
num_cat=0
split_feature=1213 14 12 15 16 453 2 16 14 48 49 15 3 4 47 0 43 4
split_gain=0.000388094 0.000305514 0.000126254 0.000151485 0.000184517 0.000112432 0.000173006 0.000200474 0.000248982 0.000128033 0.000126778 0.000119158 0.000171703 0.000180619 0.000143847 0.000235164 0.000235972 8.83667e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.11655500000000001 0.088190000000000004 -0.083144999999999983 1.0000000180025095e-35 0.10510500000000002 0.099280000000000021 -0.24487499999999998 0.12370000000000002 -0.084114999999999981 -0.11739999999999999 -0.10628499999999998 0.097045000000000006 0.09550500000000002 -0.10783 -0.078454999999999983 -0.022084999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 10 8 -8 -10 -2 -12 -13 14 15 -14 -17 -18
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 12 13 -15 -16 16 17 -19
leaf_value=-0.00098059224080908835 -0.00056693247314100893 -0.00083920388845562641 -0.00045326094181841203 0.00077984074588391373 -5.2405479591452791e-05 -0.0004451396070131388 -0.00011568242449685684 -0.00027482645413589999 0.00098797601257731289 0.00027952715535197825 -0.0004965711825728374 0.00058651667967475813 0.00042902574917165384 -0.00061987878454890547 0.00057243323338273145 0.00021630947713881983 -0.00030138067883663205 -0.0009498002551200658
leaf_weight=0.0010302987308829737 0.0010554456623940176 0.0010041473219113963 0.0011397833434010516 0.0016917934625547137 0.0011631650906367965 0.0011478825066469902 0.0012645869024721316 0.0011655435334388398 0.0018830721308114072 0.0010162104830812729 0.0010483199348027767 0.00143934014949467 0.0019115526836479529 0.0011076038018509871 0.0012550043753024598 0.0015445101439029441 0.0011605768350092249 0.0010232282342284883
leaf_count=592 140 125 155 120 451 96 84 222 308 61 257 133 62 73 109 469 262 191
internal_value=0 2.84786e-05 6.80506e-05 9.65106e-05 0.000440768 4.19777e-05 7.51127e-05 0.000314833 0.00047989 0.000739662 -3.55417e-05 1.79232e-05 7.50473e-05 -1.69465e-05 7.99095e-05 -2.96887e-05 -0.000264877 -0.0006052
internal_weight=0 0.0230218 0.0220176 0.0208778 0.00285496 0.0180229 0.016875 0.00532941 0.00416387 0.00289928 0.0115456 0.0104901 0.00944182 0.00800248 0.00689487 0.00563987 0.00372832 0.00218381
internal_count=3910 3318 3193 3038 571 2467 2371 675 453 369 1696 1556 1299 1166 1093 984 922 453
is_linear=0
shrinkage=0.00160853


Tree=2494
num_leaves=14
num_cat=0
split_feature=484 52 43 43 403 42 15 16 0 0 2 4 4
split_gain=5.35569e-05 6.61838e-05 8.55339e-05 0.000112775 0.000141562 0.000103305 0.00021118 0.000125444 0.000150076 9.84966e-05 0.000175732 0.000112771 6.98892e-05
threshold=-0.0043499999999999988 0.18936500000000003 0.18078000000000002 0.013605000000000001 0.087440000000000004 0.088115000000000013 0.085285000000000014 0.081265000000000018 -0.084074999999999997 -0.10575999999999998 0.11230000000000001 0.015635000000000003 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 10 11 -2 -7
right_child=1 -3 -4 -5 -6 12 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0018303432699487753 0.00067205895775977807 -0.0021332251544199971 -0.0022540241352758212 0.0027898511378851277 -0.0030598681713523033 0.00081264000755961992 -0.0039322917497323241 -0.0019550356367699084 0.0036081962799432432 -0.0017398425700927023 -0.0019150173594576357 0.0041203362490789862 0.0038478502933715353
leaf_weight=0.0012598268432224514 0.0018973998628265126 0.0010208614349632708 0.0010506561029329639 0.0015150605049685005 0.0010391928713835439 0.0015409319659068072 0.0010101508715260757 0.0014820198178386867 0.0014207067795622245 0.0014613195346345233 0.0012525730950310003 0.0013436012077827075 0.0010634283406792905
leaf_count=612 119 353 220 306 218 386 365 267 305 388 126 100 145
internal_value=0 0.000115328 0.000258107 0.000433757 0.000169562 0.000438642 1.28365e-05 0.000462751 0.000948571 0.000314042 0.00098197 0.00210159 0.002052
internal_weight=0 0.0170979 0.016077 0.0150264 0.0135113 0.0124721 0.00986777 0.00885762 0.0073756 0.00595489 0.00449357 0.003241 0.00260436
internal_count=3910 3298 2945 2725 2419 2201 1670 1305 1038 733 345 219 531
is_linear=0
shrinkage=0.00910708


Tree=2495
num_leaves=22
num_cat=0
split_feature=1213 1456 11 0 403 133 13 15 4 15 2 0 39 0 1 48 2 0 52 13 3
split_gain=0.000453179 0.000288008 0.000192503 0.000153721 0.000232013 0.000169895 0.000142751 0.000283867 0.00026303 0.000197742 0.000190825 0.000262012 0.000161656 0.000275124 0.000317995 0.000211003 0.000155349 0.000153309 0.000149377 7.52791e-05 6.82468e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.18055000000000002 0.03138500000000001 0.10599500000000002 -0.073799999999999991 0.035895000000000003 0.26048500000000002 0.041585000000000004 0.11230000000000001 -0.230625 0.005105000000000001 -0.10131499999999999 0.10031000000000002 0.084500000000000006 0.11680500000000001 -0.077944999999999987 -0.013104999999999999 -0.0082649999999999998 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 10 9 17 11 -8 13 15 -15 -13 -12 18 -3 -6 -9
right_child=1 2 -4 -5 19 -7 7 20 -10 -11 16 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0011290061079842859 -0.00089241287354047247 0.00010008852418670826 -0.00064639060947196134 0.00070411218649814723 0.00094089760703304232 -0.00069109474419256506 0.00093585979417710585 -0.0003433102138760062 0.0010628262253225486 0.00066565898088600509 -0.00087261646260148251 0.00062774325936078735 0.00062474235475685363 -0.0011953720781043135 0.00014905987328801698 -0.00028306119810966944 6.4401117566778926e-05 0.00041236702395554346 -0.00076498608819816703 0.00030398134176987541 -0.00097240790717962374
leaf_weight=0.0010822367370202568 0.00100053461500759 0.0011199627346020966 0.0011093950184988743 0.0011953931884939135 0.0010126450760138961 0.0010233260469206381 0.0011802634948705421 0.0010595780634994612 0.0010225335377941278 0.0013245928273785679 0.0010774291154041632 0.0018150104414984486 0.0011870202720339548 0.0011422202459301714 0.0010004964871765942 0.0013406034822804891 0.0010681274806614311 0.0011142008722495539 0.0013162910539136 0.0012656929933037566 0.0010318355471197185
leaf_count=592 332 298 143 35 115 421 55 273 180 179 43 54 125 216 108 39 170 128 223 118 63
internal_value=0 2.2387e-05 6.14908e-05 9.67114e-05 6.23028e-05 -1.21329e-06 3.84478e-05 -7.13069e-05 0.000259956 9.15556e-05 5.2837e-05 0.000181301 4.39799e-05 -8.61321e-05 -0.000567618 0.000240805 -0.000406139 -0.000122629 -0.000367305 0.000587069 -0.000653687
internal_weight=0 0.0244072 0.0234066 0.0222972 0.0211018 0.0188235 0.0178002 0.0119026 0.00589758 0.00487505 0.00981117 0.00766561 0.00648535 0.00529833 0.00214272 0.00315561 0.00214556 0.00355045 0.00243625 0.00227834 0.00209141
internal_count=3910 3318 2986 2843 2808 2575 2154 1146 1008 828 810 597 542 417 324 93 213 649 521 233 336
is_linear=0
shrinkage=0.00174112


Tree=2496
num_leaves=21
num_cat=0
split_feature=14 128 1374 453 151 12 484 1429 160 4 13 133 3 39 3 133 43 12 0 150
split_gain=0.000574113 0.000382198 0.000241352 0.000208684 0.000226543 0.000238813 0.000193927 0.000253811 0.000228672 0.000320928 0.000270716 0.00028978 0.000229873 0.000213655 0.000133187 0.000198285 0.0002357 0.000168008 0.000148695 0.000111255
threshold=0.077685000000000018 0.086435000000000012 -0.094679999999999986 1.0000000180025095e-35 -0.039414999999999999 0.085945000000000008 -1.0000000180025095e-35 0.079110000000000014 -0.080734999999999987 0.40359500000000004 -0.51172499999999987 -0.090054999999999982 0.15165000000000003 0.005105000000000001 0.090325000000000003 0.085625000000000021 -0.074254999999999988 0.094045000000000004 -0.099864999999999995 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 19 -6 8 -8 10 -10 -12 13 14 15 16 17 -13 -18 -4
right_child=-2 -3 3 -5 6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=-0.000591418692477583 -0.0011588605071117147 -0.00085646406027131401 0.00045415642387412378 -0.00051354653581486864 -0.00052289519424460998 -8.4318877802882412e-05 -0.00046714228311810723 0.00081818756028214105 -0.00069294298733755437 0.00092114416456730243 -0.00050692726784710475 0.00092900879422328929 0.00089840007619145271 0.00078529601576518722 -0.00044949752926023875 -0.00032929924924002897 0.00027670217836262896 0.00015931248954974563 -0.00035428954527814141 0.0011618039864851114
leaf_weight=0.0012982290047780501 0.001030351173689186 0.0011432148995335371 0.001057984723992939 0.001281740585573842 0.0012558381880380066 0.0010771793636450977 0.001772549501724347 0.0011200736819797488 0.0010645861071338818 0.0011071684607702513 0.0015586050490236951 0.0015578709839920166 0.001035591984345551 0.0010791122850236793 0.0010891317327459413 0.0017847244410846563 0.0019909205696086998 0.0012000404840502021 0.0016183366859051883 0.0010662730890482162
leaf_count=66 126 258 183 98 426 170 434 163 23 205 318 122 48 90 53 396 58 56 453 164
internal_value=0 1.7723e-05 5.76729e-05 9.3202e-05 0.000127865 0.000508667 6.44834e-05 0.000105513 5.8163e-05 0.000119884 5.64222e-05 0.000118196 0.000203995 0.000134314 5.82965e-05 0.00012614 0.0002538 0.000594094 -6.22502e-06 0.000809361
internal_weight=0 0.0261592 0.025016 0.0237177 0.022436 0.00320144 0.0192346 0.0179787 0.0168586 0.0150861 0.0139789 0.0129143 0.0113557 0.0103201 0.00924102 0.00815189 0.00636717 0.00275791 0.00360926 0.00212426
internal_count=3910 3784 3526 3460 3362 517 2845 2419 2256 1822 1617 1594 1276 1228 1138 1085 689 178 511 347
is_linear=0
shrinkage=0.00154607


Tree=2497
num_leaves=19
num_cat=0
split_feature=1213 14 403 124 3 40 48 1 2 2 2 49 1 0 48 52 43 16
split_gain=0.000402422 0.000293122 0.000149109 0.000183345 0.00020283 0.000146525 0.000195407 0.000194244 0.000198383 0.000221429 0.000170716 0.000165136 0.000151045 0.00022035 0.000245147 0.000178213 0.000124979 0.000109399
threshold=-1.0000000180025095e-35 0.05884000000000001 0.092300000000000007 -0.048219999999999992 -0.22254999999999997 -0.062739999999999976 0.12649500000000002 0.10752500000000002 0.10705000000000002 0.10251500000000001 0.11260500000000001 -0.084114999999999981 0.092550000000000007 -0.10071499999999999 0.084500000000000006 0.091210000000000013 -0.083899999999999988 0.51388000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 11 17 -7 13 14 -13 16 -15 -9
right_child=1 -3 -4 4 5 6 -8 10 -10 -11 -12 12 -14 15 -16 -17 -18 -19
leaf_value=-0.0011411377354318777 0.00061170099686801442 -0.00094794887357031656 0.00064461165506248007 0.0007626565595456416 -0.00066897903025756728 -0.00080813599222253978 -0.00073491896711406666 -0.00017976485486504825 -0.00083432361934574395 0.00080592333894853672 0.00084376590059695932 0.00095714013686366384 -0.00052525472679563958 4.2907045842165751e-05 -0.0001095073515592882 0.00048575929019616115 -0.00072493117395727486 0.00057720858216252365
leaf_weight=0.001051957945861221 0.0017074989732316767 0.0010093049257565772 0.0014420967939192666 0.0010708161618641068 0.00127443857033254 0.0010067884049119952 0.0012139644148627662 0.0018274105740074048 0.0011096025465186518 0.0010184827160459294 0.0016071504567810417 0.0016494117813681212 0.001621743092186545 0.0012283127235987014 0.0013277567660139322 0.0010174504023031661 0.0017615947966105822 0.0010131640145694121
leaf_count=592 301 125 154 147 139 99 88 147 234 103 168 80 212 338 39 294 624 26
internal_value=0 2.65368e-05 6.94911e-05 3.08354e-05 -1.93886e-05 -6.42252e-05 -1.99381e-05 3.36766e-05 -9.0892e-05 -1.33008e-05 0.000362514 -0.000100096 -1.7267e-05 0.000100683 0.000481437 -0.000182189 -0.000409488 9.02292e-05
internal_weight=0 0.023907 0.0228977 0.0214556 0.0197481 0.0186773 0.0174028 0.0161889 0.0117411 0.0106315 0.00444773 0.00961306 0.00860627 0.00698453 0.00297717 0.00400736 0.00298991 0.00284057
internal_count=3910 3318 3193 3039 2738 2591 2452 2364 2023 1789 341 1686 1587 1375 119 1256 962 173
is_linear=0
shrinkage=0.00184769


Tree=2498
num_leaves=14
num_cat=0
split_feature=52 0 12 3 13 3 3 15 0 52 16 52 151
split_gain=4.70852e-05 7.70198e-05 0.000179123 0.000258169 0.000183103 0.000101641 8.03548e-05 0.000110556 0.000241556 6.77439e-05 6.64067e-05 0.000110341 7.45273e-05
threshold=-0.40083499999999994 -0.077944999999999987 -1.0000000180025095e-35 -0.088024999999999978 -0.070604999999999987 -0.089974999999999986 -0.082304999999999975 0.090325000000000003 -0.10131499999999999 0.09086000000000001 -0.19424999999999998 -0.0066199999999999991 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 9 -5 -2 -7 8 10 -4 -8 12 -12
right_child=1 2 3 4 -6 6 7 -9 -10 -11 11 -13 -14
leaf_value=-0.0021410360722645548 -0.0027202368049520291 0.0046523070923699854 0.0040016462932195998 0.00074776862487382434 -0.0052645946219338335 0.0028173633991901361 -0.0015630348995300351 0.002810092871857948 -0.0048598428362732933 0.000514365458334099 -0.0027124507246748066 0.0029084353507686455 0.00080002410964978002
leaf_weight=0.0010842910199200832 0.0017418859895911932 0.0012174035379852368 0.0013913111714034588 0.0010467536454411563 0.0011783404152680911 0.0010095100254700782 0.0018773298224005345 0.0010961198143896872 0.0012960261346861212 0.0010850373210642972 0.0010363244208848876 0.0016754846448432947 0.001825679123411944
leaf_count=401 449 222 177 200 423 648 240 189 583 75 93 103 107
internal_value=0 0.000105535 0.00107599 0.00014993 -0.00243619 -0.000391418 2.18191e-05 -0.000298624 -0.000740537 0.00247366 9.17119e-05 0.000776343 -0.000471834
internal_weight=0 0.0174772 0.00591885 0.00470144 0.00222509 0.0115584 0.00981647 0.00880696 0.00771084 0.00247635 0.00641482 0.00453749 0.002862
internal_count=3910 3509 1097 875 623 2412 1963 1315 1126 252 543 303 200
is_linear=0
shrinkage=0.0104612


Tree=2499
num_leaves=19
num_cat=0
split_feature=1213 14 1374 11 13 13 2 39 457 132 49 0 3 51 52 0 0 52
split_gain=0.00042018 0.000293165 0.000226461 0.000188502 0.000186006 0.000277545 0.000353175 0.00020861 0.000173801 0.000241761 0.000231609 0.000272611 0.000147056 0.000127465 0.000265247 0.000375529 0.000181933 7.64738e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.088315000000000018 -0.52445999999999982 -0.091229999999999992 0.099990000000000009 0.005105000000000001 0.082870000000000013 0.079995000000000011 -0.014479999999999998 -0.053834999999999994 -0.0095549999999999993 -0.056469999999999992 0.071660000000000015 -0.10071499999999999 -0.11524 0.16064500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 10 -7 13 -9 -12 15 16 -15 -16
right_child=1 -3 3 -5 5 7 -8 12 -10 -11 11 -13 -14 14 17 -17 -18 -19
leaf_value=-0.0011058556395227605 -0.00066205740131026927 -0.00091336694673606626 -0.00058838785084727719 -0.00058276006936713279 8.1340134757726249e-05 -0.0007681955720490938 0.0011586054235655143 0.0010841177583387725 0.00049211409281445554 0.00072900470191511761 0.00061137681829701777 -0.00064757733879989383 0.00015879861048992926 -0.0004271191991040773 0.00063015274675356906 -0.0012343242934422466 0.00054175083422993505 2.4183712977210937e-05
leaf_weight=0.001084841387911469 0.0012837718828331282 0.0010105623128744195 0.0010414979245815205 0.0011904500527740716 0.0019527532175666286 0.0016530122263675789 0.0018877395089042931 0.0010192059887751351 0.0019628961500056654 0.0010700970859482553 0.0012922717451468993 0.0019087410910441629 0.0011562160132658371 0.0012468386203652315 0.0017631659045675152 0.0010211856267835352 0.0011992028409704117 0.0010468526332907332
leaf_count=592 66 125 52 124 192 152 170 203 154 201 239 221 141 76 316 587 27 272
internal_value=0 2.3407e-05 6.33577e-05 0.00010491 0.000143485 0.000181257 0.000610855 8.02841e-05 1.64303e-06 -7.72615e-05 -0.000154771 -4.779e-05 0.000592319 0.000103453 -1.11087e-06 -0.00032976 4.78816e-05 0.000404403
internal_weight=0 0.0247065 0.0236959 0.0224121 0.0212217 0.0201802 0.00384049 0.0163397 0.0141643 0.0122014 0.0111313 0.00947826 0.00217542 0.00756952 0.00627725 0.00346723 0.00244604 0.00281002
internal_count=3910 3318 3193 3127 3003 2951 362 2589 2245 2091 1890 1738 344 1517 1278 690 103 588
is_linear=0
shrinkage=0.00177594


Tree=2500
num_leaves=20
num_cat=0
split_feature=1213 14 403 13 42 0 52 40 43 16 13 52 15 3 48 1 0 2 2
split_gain=0.000446979 0.000325345 0.000151486 0.00018585 0.000167669 0.000322841 0.00023797 0.000159041 0.000197081 0.000168696 0.000402049 0.000186549 0.000284115 0.000281649 0.000271112 0.000281316 0.000185377 4.71534e-05 5.66944e-06
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 -0.012339999999999999 -1.0000000180025095e-35 -0.045139999999999993 0.28122000000000008 -0.0068699999999999985 -0.15109999999999998 0.050115000000000007 -0.060719999999999989 0.13266500000000003 -0.092459999999999987 0.099570000000000006 0.08593000000000002 0.092550000000000007 -0.087899999999999992 0.097135000000000013 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -6 -9 11 17 12 14 16 15 -10 -14 -11 -16
right_child=1 -3 3 -5 6 -7 -8 8 9 10 -12 -13 13 -15 18 -17 -18 -19 -20
leaf_value=-0.00112088664039996 -0.0010550245958412512 -0.00092438072693586137 0.0010293130627874274 7.8598316153919622e-05 0.00062379928838204282 0.00018992806818117757 -0.00069403748404215455 0.0007441568465846052 0.00067718789496109101 -9.0770729397273686e-05 -0.0010204003753248034 0.00082140105884864366 0.00044466793914498752 0.0010571587395654832 -0.00079981638432578611 -0.00045121174009914264 -0.00037885097475233388 0.00041732275873523813 -0.00062083239525293659
leaf_weight=0.0010409798456698397 0.0011618490864720461 0.0010125335368446056 0.0010036620014332587 0.0014864468035005454 0.0016726924235896728 0.0012707558487214119 0.001103170305803986 0.0011593217794133573 0.001303092995512168 0.0010915206866640714 0.0014008857345486339 0.001004433612167289 0.0018613382729409961 0.0012090982175801956 0.001036323456403393 0.0012723238151913542 0.0013921700569317983 0.0010386323458155822 0.0010263899302707102
leaf_count=592 577 125 111 143 316 62 261 58 66 178 217 86 195 97 102 91 465 107 61
internal_value=0 2.21509e-05 6.47574e-05 0.000461793 1.53342e-05 -0.00040468 7.34816e-05 0.000124896 6.8493e-05 1.10495e-05 -0.000310135 0.000123281 4.62301e-05 0.000353708 -0.000249612 0.000119729 9.22858e-05 0.000156968 -0.000710755
internal_weight=0 0.0235066 0.0224941 0.00249011 0.020004 0.0024326 0.0175714 0.0164682 0.0147955 0.0136362 0.00353104 0.0101052 0.00910074 0.00446261 0.00463813 0.00257542 0.00325351 0.00213015 0.00206271
internal_count=3910 3318 3193 254 2939 639 2300 2039 1723 1665 502 1163 1077 757 320 157 660 285 163
is_linear=0
shrinkage=0.00170698


Tree=2501
num_leaves=21
num_cat=0
split_feature=1213 14 157 453 16 49 131 51 15 16 42 52 1374 48 2 133 52 12 13 42
split_gain=0.000467045 0.000341059 0.000168601 0.000214268 0.000183223 0.000187366 0.000235486 0.000228161 0.000228887 0.000389297 0.000216434 0.00021343 0.000232931 0.000159139 0.000164154 0.000406302 0.000233574 0.000136057 0.000107063 8.9477e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.077044999999999988 1.0000000180025095e-35 -0.48509999999999992 0.13725000000000001 0.097135000000000013 -0.031524999999999991 -0.10312999999999999 -0.12467499999999999 -1.0000000180025095e-35 0.11401500000000002 -0.095439999999999983 0.091555000000000011 0.106285 0.085625000000000021 -1.0000000180025095e-35 0.088325000000000015 0.0043150000000000003 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 19 6 7 18 9 -9 -10 12 -12 14 15 16 -14 -18 -6 -4
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0010799615346722764 0.00054826222454776676 -0.00089547529628540741 0.00073745964794044066 -0.00070826196917685006 -0.00097778434047084118 0.00068396919555916975 0.00067963291830708695 0.00016731903322151533 -0.00047763263289006969 -0.0011527865852490366 -0.00043092677732087373 -0.00048790129068609255 -0.00020384371986415772 0.00093653623656453171 0.00085801638761924212 -0.00072719002061259405 0.00031445715690259381 0.00099582068863370097 -0.00022136922566213718 0.00011576937669433006
leaf_weight=0.0010680610900715417 0.0018186052958815485 0.0010315293548211748 0.0014797730485148737 0.0010137297296703976 0.0010126312236503456 0.0010379012706954313 0.0011622876673099023 0.0012410683152277308 0.0016013727807522348 0.0011665956874072859 0.0011540550888646814 0.0011695800913706098 0.001336444433186432 0.001102141398182873 0.0010556369650522313 0.0011295761834067639 0.0018027790938113554 0.0014027344930092056 0.0010022387910853629 0.0010765776064729799
leaf_count=592 438 122 171 91 308 104 194 120 414 126 28 214 147 81 64 274 113 60 132 117
internal_value=0 2.81071e-05 6.81944e-05 2.84145e-05 6.40891e-05 6.83979e-06 -3.36924e-05 -8.4944e-05 -1.1448e-05 -0.000472317 8.29529e-05 0.000171371 0.000257204 0.000358636 0.000263956 0.000153385 0.000372382 0.000612622 -0.000601528 0.000475642
internal_weight=0 0.0247973 0.0237657 0.0219471 0.0209334 0.018377 0.0173391 0.0161769 0.014162 0.00240766 0.0117543 0.0101529 0.00898337 0.00782931 0.00672717 0.00567153 0.00454196 0.00320551 0.00201487 0.00255635
internal_count=3910 3318 3196 2758 2667 2379 2275 2081 1641 246 1395 981 767 739 658 594 320 173 440 288
is_linear=0
shrinkage=0.0016407


Tree=2502
num_leaves=16
num_cat=0
split_feature=2 2 159 51 159 12 3 3 43 13 52 48 4 16 1
split_gain=4.9676e-05 0.00012853 0.000126988 0.000106029 9.57132e-05 0.000116564 0.000132591 9.51661e-05 0.000117555 8.61481e-05 7.42831e-05 0.000170746 0.000103137 5.98988e-05 1.5414e-05
threshold=0.086545000000000025 0.084235000000000018 -1.0000000180025095e-35 -0.07742499999999998 0.085280000000000009 0.092365000000000017 0.11818000000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.019614999999999997 -0.074484999999999982 0.090910000000000005 0.00096500000000000015 0.13514000000000004 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 5 6 10 8 9 -1 -5 12 -12 -7 -9
right_child=2 -3 3 4 -6 13 -8 14 -10 -11 11 -13 -14 -15 -16
leaf_value=0.002664997044465487 -0.003026413917984578 -0.0041523983592764704 -0.0023025810582458345 4.8707716725914519e-05 0.0042308400006750317 -0.0032681035150816341 -0.0015303323743813156 0.00080993296513798816 -0.0034403923450542018 -0.0016658864297688877 0.0033527462214130842 0.0067004814247960095 -0.0007590021586292503 0.00035065001715984189 0.0026355534752671903
leaf_weight=0.0010282231665939938 0.001125605745949213 0.0010702760175045484 0.0011641121749041286 0.0013385141846239679 0.0010005858520104336 0.0010390096312996935 0.0013555588903676318 0.0011107963992209582 0.0015149873012242233 0.0010641634203275999 0.0016493776002317738 0.0010244930270024441 0.0011998712692020076 0.0010441571507312092 0.001001171337900778
leaf_count=268 340 421 415 197 302 353 113 39 612 175 235 85 160 100 95
internal_value=0 -0.000758602 0.0003845 0.00073948 0.00110639 0.000745016 0.00144258 -0.000123511 -0.00117668 0.00046236 0.00221575 0.00296453 0.00162121 -0.00145426 0.00167536
internal_weight=0 0.00678962 0.0119413 0.0108157 0.00965157 0.00865098 0.00656781 0.00571934 0.00360737 0.00209239 0.00521226 0.00387374 0.00284925 0.00208317 0.00211197
internal_count=3910 1610 2300 1960 1545 1243 790 1189 1055 443 677 480 395 453 134
is_linear=0
shrinkage=0.0106704


Tree=2503
num_leaves=14
num_cat=0
split_feature=42 43 16 0 13 133 457 160 2 1 2 457 2
split_gain=5.38745e-05 8.33867e-05 0.000114158 0.000142114 0.000137402 7.11669e-05 7.65744e-05 0.000140136 0.000138311 0.000351679 0.000105965 0.000114835 0.000127927
threshold=-0.11403999999999999 -0.17307499999999998 0.15737500000000001 -0.061994999999999995 -0.070604999999999987 -0.090054999999999982 -0.0034949999999999994 -0.078154999999999988 0.113945 0.099115000000000023 1.0000000180025095e-35 0.085360000000000005 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -7 -8 9 10 -9 12 -12
right_child=1 2 4 -5 -6 6 7 8 -10 -11 11 -13 -14
leaf_value=-0.0019260755319790435 0.0020511848032251966 -0.0021109184118804918 -3.4057935344539047e-05 0.0026584368086756747 -0.0040624944582635389 -0.00207885729057097 -0.0019257377775444907 -0.0018847580748343256 -0.0015852521191935412 0.0061807116103410279 0.0042483438316344383 -0.0010809281372142663 0.00030642614530068251
leaf_weight=0.001113823649338516 0.0015862338221508251 0.0012574062005224944 0.001588743506974355 0.0017019410618822521 0.0011735118262274627 0.0011045088108560955 0.0016689625552213823 0.0011241730724597292 0.0014026873889329489 0.0010654181239161883 0.0013107749018517433 0.0011777823835017465 0.0013144475819663309
leaf_count=217 191 437 192 331 345 259 505 311 180 173 373 63 333
internal_value=0 9.91741e-05 -9.56828e-05 0.00025145 -0.00174549 -0.000107074 0.000140709 0.000411171 0.000938563 0.00152931 0.000523527 0.00123542 0.00227463
internal_weight=0 0.0174766 0.0158904 0.0131281 0.00276226 0.0114262 0.0101688 0.00906425 0.00739528 0.0059926 0.00492718 0.003803 0.00262522
internal_count=3910 3693 3502 2965 537 2634 2197 1938 1433 1253 1080 769 706
is_linear=0
shrinkage=0.00892851


Tree=2504
num_leaves=20
num_cat=0
split_feature=1213 14 403 1 147 52 2 52 13 52 13 13 15 12 12 1 2 0 4
split_gain=0.000466699 0.000253294 0.000186095 0.00025215 0.000175637 0.00028563 0.000174682 0.000251992 0.000180881 0.000268559 0.000390625 0.000223107 0.00020676 0.000168838 0.000476473 0.000305193 0.000164899 0.000101509 0.000135051
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.28122000000000008 0.091525000000000009 0.084890000000000007 -0.52445999999999982 0.096170000000000019 -0.085994999999999974 0.00079000000000000012 -0.07052499999999999 0.085325000000000012 0.097345000000000015 0.085410000000000014 0.11203000000000002 -0.10209999999999998 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 13 -8 10 -10 12 16 15 -15 -2 -12 18 -17
right_child=1 -3 3 -5 -6 -7 8 -9 9 -11 11 -13 -14 14 -16 17 -18 -19 -20
leaf_value=-0.0010994188101706834 0.00080486232207585811 -0.00080274618725572114 6.8619549831735427e-05 0.0011426400012567496 0.00059758293439963616 -0.00081604210993844648 -0.00049479444664055907 -0.00091061861523130587 0.00077224018572586285 0.00082746592576078486 0.00038418051241273916 0.00044663021261153325 -0.00096322319119683758 -0.0012582186134430596 0.00025219982920777551 6.9338749236651256e-05 -0.00054666999865921962 0.00016835780303056788 -0.00080068300192508884
leaf_weight=0.0011111712154030498 0.0014359345539764314 0.0010174931637673542 0.0016165303022752922 0.0010510528182361423 0.0014001843328903902 0.001255164759467269 0.0010114219129511151 0.001098507882847626 0.001830012104329602 0.0019350707038533477 0.0011131250243427704 0.0012908335269400766 0.001182917300915182 0.0010815755123226942 0.001391484726282935 0.0010204403342868318 0.0011049794856067786 0.0019477077291237587 0.0010597852668521313
leaf_count=592 286 125 177 77 199 321 40 269 177 162 129 235 191 460 106 21 123 184 36
internal_value=0 3.13083e-05 6.69256e-05 0.000491794 1.33615e-05 -2.80383e-05 2.54142e-05 -0.000144365 0.000187431 0.000269023 0.00010333 -0.000157572 -0.000386893 -3.83122e-05 -0.000408371 0.000129184 -7.95356e-05 -0.000111691 -0.0003739
internal_weight=0 0.0248442 0.0238267 0.00266758 0.0211591 0.019759 0.0185038 0.00903544 0.00946836 0.00845694 0.00652187 0.00469186 0.00340102 0.00793693 0.00247306 0.00546387 0.0022181 0.00402793 0.00208023
internal_count=3910 3318 3193 254 2939 2740 2419 1362 1057 1017 855 678 443 1093 566 527 252 241 57
is_linear=0
shrinkage=0.00170698


Tree=2505
num_leaves=15
num_cat=0
split_feature=151 1 49 49 151 0 0 15 133 0 43 16 4 13
split_gain=5.02164e-05 8.44812e-05 0.0001331 9.00148e-05 0.000105212 0.000104123 0.000128604 9.55018e-05 0.000124983 0.000186434 0.000184343 8.74973e-05 4.52664e-06 1.73502e-06
threshold=0.087190000000000017 0.12730000000000002 -0.085974999999999982 -0.045004999999999996 -0.063719999999999985 -0.15291499999999997 -0.10209999999999998 -0.10071499999999999 -0.085714999999999986 -0.077944999999999987 -0.17307499999999998 0.15737500000000001 0.0045450000000000013 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -5 -6 13 -8 -9 -10 -11 -12 -4 -7
right_child=-2 -3 3 4 5 6 7 8 9 10 11 -13 -14 -15
leaf_value=-0.0040310896197659251 0.0023792804335559269 0.0020828297788776395 0.0015796775775708148 -0.0035414383488720077 0.0027017425334397121 -0.0028383356844336335 0.0032033597463288679 0.0028259658058500652 -0.0052165942963047504 0.0041798966800982457 0.00090790411008705998 -0.0032802222597599394 0.0026782071133888874 -0.003517816102812371
leaf_weight=0.001279059147742242 0.0010894866423876636 0.001959833690924691 0.0010004148425558036 0.0013601786338320347 0.0014903694191051751 0.0010025959177845656 0.0011344918355985778 0.0012493918126307568 0.001204309035624314 0.0010261648816595192 0.0011306132591608039 0.0016174434599934354 0.0010011759049745727 0.0010026772370847377
leaf_count=155 136 327 128 343 149 154 181 376 961 67 429 336 103 65
internal_value=0 -0.000176584 -0.000462287 -0.000141277 -0.000513218 -0.000133876 -0.000585014 0.000121252 -0.000440191 -0.00125985 2.6966e-06 -0.00155713 0.00212915 -0.00317809
internal_weight=0 0.0174587 0.0154989 0.0142198 0.0122182 0.0108581 0.00936769 0.00736241 0.00622792 0.00497853 0.00377422 0.00274806 0.00200159 0.00200527
internal_count=3910 3774 3447 3292 3061 2718 2569 2350 2169 1793 832 765 231 219
is_linear=0
shrinkage=0.01155


Tree=2506
num_leaves=14
num_cat=0
split_feature=484 50 474 2 12 12 0 52 2 13 13 2 52
split_gain=4.96893e-05 6.73704e-05 8.37777e-05 0.000123253 0.000173813 0.000167535 0.000225929 0.000110066 0.000101412 0.000204253 0.000127887 5.38705e-05 4.81849e-05
threshold=-0.0043499999999999988 0.098870000000000027 0.084655000000000022 0.086545000000000025 0.097345000000000015 0.084100000000000022 -0.10209999999999998 -0.081429999999999989 0.096750000000000017 -0.089899999999999994 -1.0000000180025095e-35 0.11005500000000001 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 12 10 -10 -9 -11 -5
right_child=1 -3 -4 7 -6 -7 -8 8 9 11 -12 -13 -14
leaf_value=-0.0020381330213140873 -0.0052052132147714153 0.0027927024863346086 0.0026118805001294197 0.0010074202314861395 0.0018026012249975469 -0.0060563295181327321 0.00099037741705678664 -0.0011461236169079303 0.0016277030285362993 -0.0048944652355093921 0.0034222243432088096 -0.0018029120847130255 0.0042963434937067571
leaf_weight=0.0012946801334163391 0.0010546604776582313 0.0010174996689827831 0.0012524354009943164 0.0010007522833097339 0.0013269085404835068 0.0011681372079174017 0.0018380746654820335 0.0012261579895121166 0.0018509271293533384 0.0010259484531691691 0.0016188589234083818 0.0017136284672678887 0.001028353189145053
leaf_count=612 81 304 288 287 135 636 267 409 156 172 158 256 149
internal_value=0 0.000129864 -3.83732e-05 -0.000261857 -0.00155019 -0.00264573 -0.00126847 0.000471532 -0.000129575 -0.0011106 0.00145334 -0.00296067 0.00267425
internal_weight=0 0.0171223 0.0161048 0.0148524 0.00538778 0.00406087 0.00289274 0.00946463 0.00743552 0.0045905 0.00284502 0.00273958 0.00202911
internal_count=3910 3298 2994 2706 1119 984 348 1587 1151 584 567 428 436
is_linear=0
shrinkage=0.0106704


Tree=2507
num_leaves=15
num_cat=0
split_feature=42 50 15 15 43 16 13 47 3 1 403 15 457 151
split_gain=5.24751e-05 6.54698e-05 0.000115978 9.06232e-05 0.000142265 0.000102654 0.000155803 0.000149047 0.000124022 7.92052e-05 8.58225e-05 0.000107805 0.000187417 9.64774e-05
threshold=-0.11403999999999999 0.10119500000000002 -0.24219999999999997 -0.11739999999999999 -0.17307499999999998 0.15737500000000001 -0.070604999999999987 0.09252500000000001 0.10420500000000001 0.095575000000000007 0.086810000000000012 0.079360000000000014 0.085230000000000014 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 8 9 10 11 12 13 -6
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0024099772489168721 0.0040454730516681064 -0.0025656693145575406 -0.0027134724148405193 0.0038156054756694397 0.004346355348954771 0.00027650486998963069 -0.0053079742359232922 -0.0035810442004584977 0.0042423324247791621 0.00311751232692341 0.002799663196612311 -0.0035670556618298726 -0.0039198750846354312 7.0159358018255969e-05
leaf_weight=0.0011088258273598958 0.0010010216913221874 0.001081094792641994 0.0013683288392730671 0.0013620957321091561 0.0011060440477002054 0.0015596346431444308 0.0010870631215737789 0.0010267028534294296 0.0012756643243382881 0.0011738078438032961 0.0010881530882306811 0.0012676358190020845 0.0010229105179301173 0.001741988292323437
leaf_count=217 273 442 261 144 141 165 325 78 124 233 172 885 96 354
internal_value=0 0.000131704 0.000313043 6.52821e-05 0.000342582 -4.04743e-05 -0.00201718 0.000498718 0.000981499 0.000419414 -8.92072e-05 -0.000700959 0.000237615 0.00173084
internal_weight=0 0.0171621 0.0160811 0.01508 0.0137117 0.0123496 0.0026467 0.00970291 0.0086762 0.00740054 0.00622673 0.00513858 0.00387094 0.00284803
internal_count=3910 3693 3251 2978 2717 2573 490 2083 2005 1881 1648 1476 591 495
is_linear=0
shrinkage=0.0113235


Tree=2508
num_leaves=19
num_cat=0
split_feature=1213 14 1374 11 157 3 13 52 3 1 52 4 0 15 1 1 52 52
split_gain=0.000402259 0.000342792 0.000187948 0.000176235 0.000167506 0.000160922 0.000148515 0.000230287 0.000452748 0.000221752 0.000218798 0.000166984 0.000221692 0.000289171 0.000142285 0.000131815 8.92971e-05 7.96233e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.088315000000000018 -0.077534999999999979 -0.15002999999999997 -0.010384999999999998 0.089785000000000018 0.11265500000000002 0.077800000000000022 0.090640000000000012 -0.076329999999999995 -0.10071499999999999 -0.053579999999999996 0.092550000000000007 0.10937500000000001 0.14114500000000005 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 10 8 9 -8 11 -7 -13 -14 -11 -16 -12 -9
right_child=1 -3 3 -5 5 6 7 17 -10 14 16 12 13 -15 15 -17 -18 -19
leaf_value=-0.0010573357411716208 -0.00057936721894741804 -0.00096345021763972994 0.00068190443466342732 -0.00054798527167080995 0.00066473477974621448 0.00096554351319662541 -0.00060621137120983929 0.00070502879363969976 -0.0012061231491675307 0.00052991408836721668 -0.00047302222840948119 0.00069561020924801891 0.00042479121780617023 -0.00079842142649173234 -0.00049128820218674238 0.00030927318843429832 0.00019016097814446805 4.0504952089393988e-05
leaf_weight=0.0010819732887325751 0.0012695631280661415 0.0010124909528310402 0.0016353786354546011 0.0011679115920162344 0.0014197410399066418 0.0013009403214585286 0.0015700741602163509 0.0011811863159898184 0.0012337546431093749 0.0018097272676007581 0.0014817642155438571 0.0019125262038032437 0.0013666772488785169 0.0010255006655369063 0.0013127855411211031 0.0011874722642716056 0.0010528250390801179 0.0010174429251307293
leaf_count=592 66 125 381 124 117 251 300 105 88 122 192 212 434 224 114 78 283 102
internal_value=0 2.80025e-05 7.17516e-05 0.000109888 0.000147354 0.000101033 5.51766e-05 -9.49888e-05 -0.000247203 -4.60029e-05 0.000226966 0.00041891 0.000253709 -9.95867e-05 0.000158074 -0.00011107 -0.000197547 0.000397512
internal_weight=0 0.0239578 0.0229453 0.0216757 0.0205078 0.0188724 0.0174527 0.00931244 0.00711381 0.00588006 0.00814023 0.00560564 0.0043047 0.00239218 0.00430999 0.00250026 0.00253459 0.00219863
internal_count=3910 3318 3193 3127 3003 2622 2505 909 702 614 1596 1121 870 658 314 192 475 207
is_linear=0
shrinkage=0.00174112


Tree=2509
num_leaves=14
num_cat=0
split_feature=11 3 2 3 43 160 43 133 151 15 0 13 0
split_gain=4.61222e-05 6.54548e-05 7.08101e-05 6.94681e-05 6.40561e-05 0.000149347 0.000137171 0.000171852 0.000118404 0.000107286 0.000228397 0.000160601 0.000151315
threshold=0.08184000000000001 -0.10628499999999998 0.089910000000000004 -0.084129999999999996 -0.057994999999999998 -0.089599999999999985 -0.079109999999999986 0.085515000000000022 -0.0088999999999999982 -0.10469999999999999 -0.10071499999999999 -0.09547499999999999 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 -5 -7 -10 12 -12 -11
right_child=-2 3 -4 4 5 8 -8 -9 9 10 11 -13 -14
leaf_value=-0.0003799648160888915 -0.0020086902825933312 -0.0024153247702809154 0.0032085284143122147 -0.002336567429601429 0.0030572914349356198 -0.0035677419232607857 0.004108810907425273 0.0031514546200834322 -0.0028138674626905641 0.00062762962695741664 0.00073599085811481603 -0.0045850762548961845 0.0057115244220031555
leaf_weight=0.001041011615351725 0.001193379982750052 0.001342692817202157 0.0014262172930169098 0.0015577403852424006 0.0012045091955272492 0.0014786142990134716 0.0012254017868811619 0.0010422080023194712 0.0014535883963839443 0.0017830830661703656 0.0012483259035761789 0.0012347119259031114 0.0010000140987458939
leaf_count=158 224 875 140 354 178 170 356 315 228 95 88 680 49
internal_value=0 0.000118697 0.00169442 -0.000148113 8.20138e-05 -0.000382305 0.00122333 -0.000136654 -0.000887654 -0.000297925 0.000396539 -0.00190996 0.00245436
internal_weight=0 0.0170381 0.00246723 0.0145709 0.0132282 0.00940285 0.00382535 0.00259995 0.00819834 0.00671972 0.00526613 0.00248304 0.0027831
internal_count=3910 3686 298 3388 2513 1488 1025 669 1310 1140 912 768 144
is_linear=0
shrinkage=0.0104612


Tree=2510
num_leaves=13
num_cat=0
split_feature=1 43 39 16 51 151 2 1 4 4 15 16
split_gain=4.87244e-05 0.00011102 0.000117996 0.000109589 0.000194814 0.00014727 0.000197848 0.000124199 8.61929e-05 0.000134064 9.72616e-05 7.02161e-05
threshold=0.085835000000000009 -0.24333999999999997 0.005105000000000001 -0.055679999999999993 -0.004559999999999999 -0.0088999999999999982 0.090420000000000014 0.092550000000000007 -0.15333499999999997 -0.49837999999999999 0.084955000000000017 -0.08755499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 -5 -3 7 -7 9 -1 11 -10
right_child=1 2 -4 4 -6 6 -8 -9 10 -11 -12 -13
leaf_value=-0.0015749418427226409 -0.0024954557657855922 -0.0015944834431595369 0.0031957997894627357 0.00064704439336741421 -0.0041410963611598984 0.0023461011857033782 0.0042437777675125412 -0.0019006572064979282 -0.00425294664499575 0.0026778419933975958 0.00031839362200858709 -0.0013072114321252262
leaf_weight=0.0011040201379183406 0.0010109650982557698 0.0013061435642687741 0.0013298391788317517 0.0019258217966125479 0.0011115393174036658 0.0011123243439587482 0.0017353913738695909 0.0011739998823680738 0.0010203615134527621 0.001387346193243431 0.0019065273005460584 0.0019608774015469213
leaf_count=75 63 143 350 350 267 187 164 186 409 91 760 865
internal_value=0 0.000376463 0.000675937 0.000275348 -0.0011052 0.00106239 0.00192527 0.000165442 -0.000585363 0.00079327 -0.00128807 -0.00231542
internal_weight=0 0.010706 0.00969506 0.00836522 0.00303736 0.00532786 0.00402172 0.00228632 0.00737913 0.00249137 0.00488777 0.00298124
internal_count=3910 1710 1647 1297 617 680 537 373 2200 166 2034 1274
is_linear=0
shrinkage=0.00910708


Tree=2511
num_leaves=18
num_cat=0
split_feature=1213 14 157 14 13 48 48 160 151 150 3 130 47 16 43 42 12
split_gain=0.000435132 0.000211713 0.000193822 0.000234688 0.000205043 0.000244968 0.000282373 0.000186451 0.000114255 0.000183511 0.000174136 0.00016669 0.000128139 0.00020333 0.000439229 0.000120707 6.40466e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 -0.077044999999999988 -0.13131999999999996 -0.45122499999999993 0.12649500000000002 0.095825000000000007 0.10150000000000002 -0.076429999999999984 0.087235000000000021 0.088060000000000013 -1.0000000180025095e-35 0.09550500000000002 -0.083144999999999983 -0.17307499999999998 0.083725000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 10 11 -10 13 15 -15 -13 -16
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12 12 -14 14 16 -17 -18
leaf_value=-0.00099246840781669668 0.00057207229162156736 -0.00065054877067714529 -0.00054342730471235471 0.00064493657215901031 0.00041635948636116932 -0.0007115733228617012 0.00066723226029951471 -0.00060525182053005082 -0.00035127771839801414 -0.00062099279150094975 -0.00044434242464398412 8.6270963050130202e-05 0.00064639463633752847 0.00067435289822774004 -0.00028414706263197757 0.00073476491831836336 -0.00081726483669937802
leaf_weight=0.001022615206625904 0.0017001618529068089 0.0010177719410816776 0.0015804081736442701 0.001405507289294782 0.0018177272815415911 0.0010007678078174367 0.0017274577774259127 0.0011029553499546521 0.0013835395196534336 0.0010372991453020753 0.0014045437985494924 0.0012521260602691886 0.0014452056918529688 0.0010855001270312307 0.0011656305368212879 0.0015176690822891752 0.0010014078857177554
leaf_count=592 438 137 133 82 271 95 197 189 224 105 96 163 100 64 84 223 717
internal_value=0 3.85654e-05 7.09939e-05 2.82437e-05 7.74865e-05 3.04104e-05 7.69915e-05 5.25634e-06 5.66164e-05 -1.28848e-06 6.13912e-05 0.000141644 0.00023297 0.000133758 -0.000128397 0.000441604 -0.000530506
internal_weight=0 0.0226457 0.0216279 0.0199277 0.0183473 0.0169418 0.0159411 0.0142136 0.0131106 0.0112929 0.0102556 0.00885108 0.00746754 0.00602233 0.00325254 0.0027698 0.00216704
internal_count=3910 3318 3181 2743 2610 2528 2433 2236 2047 1776 1671 1575 1351 1251 865 386 801
is_linear=0
shrinkage=0.00154607


Tree=2512
num_leaves=14
num_cat=0
split_feature=14 15 13 16 151 47 13 43 0 1 1 16 13
split_gain=4.53532e-05 9.04305e-05 8.43634e-05 7.3146e-05 0.000101415 9.28997e-05 0.000102328 0.000126419 0.000196512 7.23233e-05 0.00018087 6.87938e-05 6.25468e-05
threshold=-0.13131999999999996 -0.14487999999999998 -0.45122499999999993 -0.38486499999999996 -0.088114999999999985 0.10783500000000001 0.17936000000000002 -0.083899999999999988 -0.082074999999999995 0.094385000000000011 0.089175000000000018 0.054425000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 10 12 -10 -9
right_child=1 2 3 4 5 -7 -8 8 11 -11 -12 -13 -14
leaf_value=-0.0016676541390112866 0.0027798828508514739 0.0026135799306550994 -0.0020689846594295785 0.0029194247583608844 0.0019708312394560883 0.0019485583657009235 -0.003513352849156375 -0.00097462821911553166 -0.0016267002721096083 0.00196976299773842 -0.0039560866958831195 -0.0051858286186681401 0.0020388211904777726
leaf_weight=0.0014290699100478676 0.0011189544810196227 0.0010255003905707558 0.0018156042105234695 0.0010251103603848869 0.0018722995432647084 0.0015530878104075283 0.0010071237886945189 0.0011042877518500681 0.0010199360557874805 0.0014656441897328842 0.0010523357589461019 0.0010091201915849949 0.0015412107042491307
leaf_count=172 366 50 257 201 519 134 144 766 598 117 88 413 85
internal_value=0 0.00012658 -6.50716e-05 -0.000254965 5.39034e-06 -0.000251573 -0.000590831 -0.000266132 -0.00084844 0.000152963 -0.000567129 -0.00339678 0.000780943
internal_weight=0 0.0166102 0.0154913 0.0144658 0.0126502 0.011625 0.010072 0.00906483 0.00719253 0.00516348 0.00369783 0.00202906 0.0026455
internal_count=3910 3738 3372 3322 3065 2864 2730 2586 2067 1056 939 1011 851
is_linear=0
shrinkage=0.00966451


Tree=2513
num_leaves=15
num_cat=0
split_feature=133 3 48 50 2 474 15 48 160 47 16 0 16 3
split_gain=4.55583e-05 7.5313e-05 0.000105824 0.000140302 0.000170858 5.43124e-05 0.000115072 0.00010167 8.40928e-05 8.57886e-05 0.000122077 0.000153899 5.84059e-05 3.93134e-05
threshold=0.10681500000000001 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.11542500000000001 0.084655000000000022 -0.11739999999999999 0.091555000000000011 0.087260000000000018 0.09550500000000002 -0.089559999999999987 -0.055084999999999988 -0.25582999999999995 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 12 13 -8 -12
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0030516761833949088 -0.0020016123541291954 0.0025955794086876031 -0.003149615909351432 -0.0029411298957493469 0.0044824465886296547 0.0023755069934334565 -0.00020443102504131549 0.0030666490856110749 -0.0026912095951060816 0.0025570035607842996 -0.0018616444386899734 0.0010873919205056381 0.0030732196301097208 -0.0046374203657158679
leaf_weight=0.0012094069027000212 0.0011376488987715786 0.0011994702101037853 0.0010924094602986706 0.0013870239145304707 0.001037722045496116 0.0010489439481079369 0.0010317240455253087 0.0012239339987346184 0.0011367885172186981 0.0014346810589643821 0.0011476301781352749 0.0015374343994506096 0.0012830051517754692 0.0010081926639597377
leaf_count=254 545 183 115 525 288 229 120 106 215 95 732 185 237 81
internal_value=0 0.000119218 -7.14449e-05 0.000160676 0.000489108 0.000145545 -6.68543e-05 0.000301372 -9.3119e-05 0.000303712 -0.000234364 -0.00139175 0.0016123 -0.00315976
internal_weight=0 0.0167784 0.0155789 0.0144865 0.0130995 0.0120617 0.0110128 0.00980339 0.00857946 0.00744267 0.00600799 0.00369326 0.00231473 0.00215582
internal_count=3910 3365 3182 3067 2542 2254 2025 1771 1665 1450 1355 998 357 813
is_linear=0
shrinkage=0.0102561


Tree=2514
num_leaves=20
num_cat=0
split_feature=1213 14 403 124 123 42 4 48 50 133 3 15 43 16 48 15 15 1 4
split_gain=0.000437532 0.000230089 0.000174303 0.000169302 0.000307654 0.000318773 0.000217511 0.000244429 0.000286895 0.000143827 0.000130029 0.000144508 0.000310083 0.000177443 0.000275368 0.000233115 0.000161405 0.000135669 4.6016e-05
threshold=-1.0000000180025095e-35 0.056865000000000006 0.03138500000000001 0.10230000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.49269499999999994 0.12675000000000003 0.082310000000000008 -0.085714999999999986 -0.14218999999999996 0.041585000000000004 -0.078644999999999979 -0.094359999999999986 0.088985000000000009 -0.11399999999999998 0.10043500000000001 0.095575000000000007 -0.011834999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 10 -4 -8 12 -12 15 17 -14 -13 18 -15
right_child=1 -3 9 -5 -6 6 7 -9 -10 -11 11 16 13 14 -16 -17 -18 -19 -20
leaf_value=-0.001159558558690818 -0.00090608236359310159 -0.00081116007912589616 0.0008981027680544652 0.00071297680865124106 0.00082597734824598086 -0.00079989491520065094 0.00078697298477987379 -0.00074138527933101253 -0.00079429402446283624 1.4835798665188427e-05 -0.00072854031974169738 0.0010407387652320663 0.00036360828348034626 0.00019221884897591298 0.0012039219461808723 -0.00063307405682158961 5.3791289452479035e-05 0.00064185934014152209 -0.00031482760830090032
leaf_weight=0.0010465446498557412 0.0014255439607984101 0.0010021292267982573 0.0014447235303239603 0.0010901880390260235 0.0013068495155000087 0.0010716248681401997 0.0010941457217182983 0.0011917638573598613 0.0010524413406791397 0.0010407243625700771 0.0014694669002448379 0.0011016177637747102 0.0014679205524331454 0.0010456552425892442 0.0010771480171484216 0.0016197203244701147 0.001073679213251244 0.0012619366390858033 0.0013399031455991178
leaf_count=592 597 128 148 50 281 155 110 93 350 106 401 173 90 57 77 93 190 84 135
internal_value=0 3.78586e-05 7.62272e-05 1.91671e-05 -2.14999e-05 -8.55462e-05 -1.18267e-05 4.52528e-05 0.000114167 0.000528255 0.000190343 0.000133365 3.48774e-05 0.000178474 0.000399172 -0.000159233 0.000553603 0.00016152 -9.25753e-05
internal_weight=0 0.0231772 0.0221751 0.0196896 0.0185994 0.0172926 0.015867 0.0147954 0.0136036 0.00248545 0.0125512 0.011457 0.00928175 0.00781228 0.00472464 0.00308764 0.0021753 0.0036475 0.00238556
internal_count=3910 3318 3190 2936 2886 2605 2008 1853 1760 254 1410 1300 937 536 353 183 363 276 192
is_linear=0
shrinkage=0.00181146


Tree=2515
num_leaves=19
num_cat=0
split_feature=14 1374 457 0 1 2 3 3 3 2 11 15 2 2 1 15 16 51
split_gain=0.000271194 0.000192999 0.000169099 0.000160296 0.000183478 0.000199204 0.000194531 0.000181393 0.000319837 0.000304105 0.000283703 0.000183257 0.000192444 0.000148129 0.000132128 0.000105805 5.84436e-05 4.82937e-05
threshold=0.064610000000000015 -0.094679999999999986 0.082870000000000013 0.18055000000000002 0.077800000000000022 0.106035 -0.084129999999999996 0.090325000000000003 0.15165000000000003 1.0000000180025095e-35 0.078730000000000008 -0.10312999999999999 -1.0000000180025095e-35 0.11635500000000001 0.083065000000000014 0.083935000000000023 -0.078844999999999985 -0.016859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 9 13 11 -11 -6 -13 17 -4 -8 -14 -9
right_child=-2 2 14 -5 7 -7 15 8 -10 10 -12 12 16 -15 -16 -17 -18 -19
leaf_value=-0.00062568535860287283 -0.00085412285699684872 -0.00055013596748024099 3.3501360352999498e-05 0.00061054532566143271 -0.00059808392580766438 -0.00091197397419243175 -0.00011301721475799102 -0.00043477700953181443 0.00060111557371252307 0.0010121393307341137 -5.0162857822684249e-05 0.00068011477564765114 0.00014793140451783643 5.8854587680638185e-05 0.00082809512392329485 0.00052277577984638447 -0.0003562735623157493 -0.00092583595261243551
leaf_weight=0.0011952673258384108 0.0010074985411531656 0.0018434045371581486 0.0010160165830561665 0.0010959163956470721 0.0011470404071843225 0.0010734355835881684 0.0018648694538458948 0.0010216183389128997 0.0010320180017005598 0.0019369436823284758 0.0010401619915602067 0.0012388213465885666 0.0012009715536014369 0.0010429821192285971 0.001264332480103797 0.0011324341843933494 0.0012767076617479238 0.0011414725934093539
leaf_count=66 138 710 96 36 126 298 473 61 167 260 147 106 198 47 160 359 405 57
internal_value=0 1.59012e-05 5.17879e-05 1.34302e-06 -3.57625e-05 -0.000272537 -0.00013074 8.01699e-05 -0.000193305 0.000227991 0.000640985 -2.48135e-05 0.000152118 -0.000449025 0.000474061 0.000127197 -0.000111877 -0.000693911
internal_weight=0 0.0225644 0.0213691 0.0190888 0.0179929 0.00591414 0.00484071 0.0120787 0.00423809 0.00784065 0.00297711 0.00486354 0.0037165 0.00320607 0.00228035 0.0029973 0.00247768 0.00216309
internal_count=3910 3772 3706 3450 3414 1840 1542 1574 332 1242 407 835 709 165 256 832 603 118
is_linear=0
shrinkage=0.0016407


Tree=2516
num_leaves=15
num_cat=0
split_feature=4 49 15 2 48 43 52 15 15 3 52 457 43 13
split_gain=4.62434e-05 6.68696e-05 7.42706e-05 0.000137296 9.65094e-05 0.00012151 0.000179881 0.000121935 0.000139508 0.000183793 0.000144832 0.000137387 6.63399e-05 5.36406e-05
threshold=0.27020000000000005 0.10960000000000002 -0.10312999999999999 -1.0000000180025095e-35 0.093225000000000016 0.12512500000000001 0.11262000000000001 -0.017214999999999998 0.090505000000000016 0.084925000000000014 -1.0000000180025095e-35 0.082870000000000013 -0.0037249999999999996 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 11 9 10 -9 -5 -12 -2
right_child=13 -3 3 4 -6 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.0026313442550359601 0.0031391962001737213 0.0023561541872170071 0.0034893365906492292 -0.004951851935318068 0.002185208189726649 0.0020865780705908439 -0.0053616329020568189 -0.0033668803697263373 -0.0032527075075556534 0.0048687282221395881 -0.00031755643101409419 -8.8292499462149212e-05 0.0031195203696776142 1.7636009368432427e-05
leaf_weight=0.00148201382294083 0.0010265697930638999 0.0010219956420302176 0.0010383213706441378 0.0013287104178883926 0.0013254617798421466 0.0013804683180994115 0.0010300578825314212 0.0010893779278093848 0.0010799282588580122 0.0010094304372953999 0.0013860789763605313 0.0012185368856356127 0.0011040601370607547 0.001458131012116325
leaf_count=264 280 250 141 438 188 187 419 367 363 90 471 85 175 192
internal_value=0 -0.000229994 -0.000412619 -0.000159495 -0.000476482 -0.000808475 -0.00124071 -0.000724069 0.000130207 0.000926316 -0.000185451 -0.00262525 0.00120635 0.00130733
internal_weight=0 0.0154944 0.0144724 0.0129904 0.0119521 0.0106266 0.00924618 0.00821612 0.00566888 0.00458895 0.00357952 0.00254725 0.00249014 0.0024847
internal_count=3910 3438 3188 2924 2783 2595 2408 1989 1466 1103 1013 523 646 472
is_linear=0
shrinkage=0.0104612


Tree=2517
num_leaves=20
num_cat=0
split_feature=1213 14 1374 4 13 15 457 39 132 0 49 51 52 4 1 42 0 3 47
split_gain=0.000464092 0.000223386 0.000204995 0.00014521 0.000204947 0.000245885 0.000189034 0.00030903 0.000247698 0.000358312 0.000259616 0.000172851 0.000303918 0.000124228 0.000111781 0.000105381 0.000264194 9.47404e-05 3.01361e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 -0.51381999999999983 -0.091229999999999992 -0.089594999999999994 0.082870000000000013 0.005105000000000001 0.079995000000000011 -0.053834999999999994 -0.010424999999999999 -0.079404999999999989 -0.0025949999999999997 0.26048500000000002 0.087075000000000014 0.08401500000000002 -0.10071499999999999 0.097615000000000021 0.091930000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 9 10 -6 -12 -13 15 -8 16 18 -7 -14
right_child=1 -3 3 4 6 17 14 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0010525731014491904 -0.00057771003146134031 -0.00070763983661568811 -0.00041537754539028581 -4.1364796015933103e-06 -0.00071441257921007052 0.00046791027672476846 0.00012506979976537898 0.00058779468172898554 0.00063004833324237914 -0.00088048853981435317 0.00065696756502370041 -0.0008627202073248516 0.00062387638270449438 -0.00039844459383003969 0.00086183244871432892 0.0006496608414874337 -0.00052857938626395891 0.0010711462243314744 0.00023214217754310333
leaf_weight=0.0010685794196235573 0.0012178966346567668 0.0010135591496651863 0.0013234700149065788 0.0019628102086769184 0.001358416957574075 0.001476406195109573 0.0010758391869927211 0.0018298240501938229 0.0010261263684896516 0.0016723297761116135 0.0010446420217965682 0.0010007961327295816 0.0010108984685821536 0.0010325514013247439 0.0010555789151617343 0.0011107344372705569 0.0011851564330794756 0.0012388661896838293 0.0010216122746014022
leaf_count=592 66 125 79 220 172 121 82 275 207 265 232 319 36 59 129 413 410 86 22
internal_value=0 3.11541e-05 6.4223e-05 0.000100712 0.000134689 0.000429602 4.52449e-05 -2.60591e-05 -0.000124046 -0.000198184 -6.80003e-05 5.05591e-05 -4.90172e-05 0.000102887 0.000489949 0.000222481 7.50189e-05 0.000743142 0.000426977
internal_weight=0 0.0236575 0.022644 0.0214261 0.0201026 0.00467808 0.0154245 0.0132931 0.0114633 0.0104371 0.00876481 0.00740639 0.00636175 0.00536095 0.00213142 0.0043284 0.00321767 0.00271527 0.00203251
internal_count=3910 3318 3193 3127 3048 427 2621 2410 2135 1928 1663 1491 1259 940 211 881 468 207 58
is_linear=0
shrinkage=0.00160853


Tree=2518
num_leaves=19
num_cat=0
split_feature=1213 14 1374 157 160 50 0 483 150 151 16 130 47 15 43 2 43 0
split_gain=0.000420917 0.000201804 0.000153707 0.000134234 0.000182544 0.000346953 0.000271591 0.000289179 0.000162567 0.00018531 0.00018249 0.000144348 0.000186235 0.00018535 0.000160104 0.000129968 0.00011062 9.58786e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094679999999999986 -0.077534999999999979 -1.0000000180025095e-35 0.09525500000000002 -0.035699999999999989 0.083090000000000011 0.084800000000000014 -1.0000000180025095e-35 -0.48509999999999992 -1.0000000180025095e-35 0.09550500000000002 -0.07142999999999998 -0.078454999999999983 0.093070000000000014 0.079060000000000005 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 8 7 -5 9 -6 -11 -12 13 -13 17 -10 -16 -15
right_child=1 -3 3 4 5 -7 -8 -9 15 10 11 12 -14 14 16 -17 -18 -19
leaf_value=-0.0010452650248735701 -0.00051916647440535912 -0.00068031369647643836 0.00055201378847130991 -0.0012362340671644859 -0.0006098553713203348 0.0010400018617315455 0.00038248808519320368 -2.4198182710369835e-05 0.00086023085768028261 0.00061998774112533895 -0.00055413139935401321 -0.00060127414919537768 0.0005120013582101203 6.8070998441244982e-05 -0.00046019888086703327 8.4999034614718403e-05 0.00016770236562387166 0.00077558564912439212
leaf_weight=0.0010124349225699427 0.0011303133882920582 0.0010108785168060483 0.0016434502722578242 0.0010671081706514433 0.0012303704369687205 0.0010650413145639618 0.0010609498266500169 0.0010525823666297281 0.0011475470478267387 0.001377787927088747 0.0011870888926612819 0.0014077983921969147 0.001879940364210908 0.0010249172986339095 0.0016251637585676278 0.001181513938815739 0.0014110625005974153 0.0010375332435934815
leaf_count=592 66 131 399 415 184 154 101 287 93 114 183 280 88 113 395 136 109 70
internal_value=0 3.61277e-05 6.97659e-05 0.000102397 6.30017e-05 0.000136144 -0.000295181 -0.000634369 6.98039e-05 -6.13031e-06 6.16978e-05 -1.86495e-05 5.71474e-05 -7.42752e-05 7.12348e-05 0.000466962 -0.000168387 0.000423992
internal_weight=0 0.022541 0.0215302 0.0203999 0.0187564 0.0155758 0.00318064 0.00211969 0.0145107 0.0121817 0.0109513 0.0095735 0.00838642 0.00650648 0.00509868 0.00232906 0.00303623 0.00206245
internal_count=3910 3318 3187 3121 2722 1919 803 702 1765 1536 1352 1238 1055 967 687 229 504 183
is_linear=0
shrinkage=0.0016407


Tree=2519
num_leaves=15
num_cat=0
split_feature=41 2 12 156 42 16 159 1 1 133 0 403 3 15
split_gain=5.09703e-05 5.93988e-05 5.98687e-05 5.57112e-05 7.5101e-05 8.80097e-05 0.000107862 0.000125529 0.000153918 0.000120636 0.000157203 7.76799e-05 2.80097e-05 1.72321e-05
threshold=0.078535000000000008 -0.0098549999999999974 0.10852500000000001 0.089935000000000001 -1.0000000180025095e-35 -0.38486499999999996 -1.0000000180025095e-35 0.10339500000000001 0.089175000000000018 0.084285000000000013 -0.084304999999999977 0.03138500000000001 -0.083884999999999987 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 13 -7 8 9 10 -8 -3 -12 -6
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0027160509664398936 -0.0024726754020901283 -0.0032268953135526786 -0.0026259514418710246 -0.0024275720864392432 -0.00034689748244206989 -0.0021669907549056264 0.00020149684593630691 0.0041395380919064693 -0.0027165202828172111 -0.0012178644358353987 0.0062142989197931471 0.0008286317795134768 0.0035654795048748159 -0.0024155221736125031
leaf_weight=0.0010654954700131209 0.0010248548083828654 0.0013931172788201043 0.0010750470541463627 0.0010090527888907868 0.0010158590170667513 0.0010874016257308118 0.0016783756815788313 0.001947430503064387 0.0012447812820575166 0.0013157404710098242 0.0010133175939452954 0.0010712635600797493 0.0010344116033049757 0.0010500760957791676
leaf_count=220 195 676 288 328 138 434 281 221 247 424 60 172 101 125
internal_value=0 0.000127599 -4.54688e-05 0.000141206 0.000328332 0.000716208 0.00118486 0.00162751 0.000849351 0.00172973 0.00277057 -0.00146396 0.00487625 -0.00139834
internal_weight=0 0.0170014 0.0159359 0.0148608 0.0138518 0.0113874 0.00932146 0.00823406 0.00628663 0.00504185 0.0037261 0.00246438 0.00204773 0.00206594
internal_count=3910 3715 3495 3207 2879 2031 1768 1334 1113 866 442 848 161 263
is_linear=0
shrinkage=0.0113235


Tree=2520
num_leaves=19
num_cat=0
split_feature=1213 14 0 16 47 157 14 124 48 2 1 4 0 4 16 1 15 2
split_gain=0.000337676 0.000315123 0.000201321 0.000244354 0.00032534 0.000219049 0.000222393 0.000193683 0.000302217 0.000216148 0.000253143 0.000154129 0.000204919 0.000222917 0.000201748 0.000168015 0.000168858 0.000163686
threshold=-1.0000000180025095e-35 0.05884000000000001 0.18055000000000002 0.31524000000000002 0.10843500000000002 -0.077044999999999988 -0.13131999999999996 -1.0000000180025095e-35 0.12675000000000003 0.10274500000000002 0.10134000000000001 -0.08422499999999998 -0.08824499999999999 -0.00027999999999999998 -0.083144999999999983 0.092550000000000007 -0.10192499999999999 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 11 -11 -9 13 -13 -14 17 -17 -15
right_child=1 -3 -4 4 -6 6 7 8 -10 10 -12 12 14 15 -16 16 -18 -19
leaf_value=-0.00098695819409022828 0.00069546466115960452 -0.00094850828723520083 0.0007699069468875921 -0.0011491790011497326 0.00016870395065106733 -0.00059287727798871365 0.00078255621742698864 -0.00050459247633893119 -0.00085437841524541654 -4.4932236519888923e-06 0.0010176403256150156 -0.00080526077816328297 0.00084624168925909562 0.00085707535518866754 -2.0091213720700576e-05 -0.00082518447379514631 0.00017685295197207254 -2.1707601591424765e-05
leaf_weight=0.0010871845992910861 0.001732849074468564 0.0010062943540192206 0.0012164439541816575 0.0012211844833442701 0.0011445047634928152 0.0016222784789773825 0.0012023994830464664 0.0016477714691825003 0.0011001899258175083 0.0014626859631663635 0.0016003133231363934 0.0011780710847181571 0.0017772647898915439 0.00114835364552147 0.0016211394948791578 0.0010515792075840025 0.0010702277945431327 0.0015998551413824585
leaf_count=592 385 125 44 290 61 107 237 287 81 173 215 225 201 51 591 49 49 147
internal_value=0 2.46029e-05 6.64558e-05 2.78767e-05 -0.000511596 9.22838e-05 3.44797e-05 9.63118e-05 4.22307e-05 0.000111908 0.000529537 -3.39454e-06 8.40305e-05 -0.000112041 0.000432975 5.56513e-05 -0.000319762 0.000345497
internal_weight=0 0.0244034 0.0233971 0.0221807 0.00236569 0.019815 0.0180821 0.0164599 0.0152575 0.0141573 0.003063 0.0110943 0.00944649 0.00604809 0.0033984 0.00487002 0.00212181 0.00274821
internal_count=3910 3318 3193 3149 351 2798 2413 2306 2069 1988 388 1600 1313 521 792 296 98 198
is_linear=0
shrinkage=0.00177594


Tree=2521
num_leaves=20
num_cat=0
split_feature=1213 1456 453 11 4 13 124 47 13 42 16 403 15 13 43 2 0 16 12
split_gain=0.000340144 0.000244313 0.000211025 0.00021188 0.000228513 0.00024129 0.000196547 0.000143863 0.000252601 0.00021098 0.000311272 0.000178495 0.000221326 0.000250907 0.000157844 0.000145503 0.000328122 0.000140199 0.000238473
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.28937500000000005 -0.52445999999999982 -0.048219999999999992 0.10783500000000001 0.17936000000000002 0.092145000000000019 -0.006474999999999999 0.03138500000000001 -0.074174999999999977 -0.076384999999999995 -0.075819999999999985 0.091250000000000012 -0.10209999999999998 0.15737500000000001 0.09302500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 9 10 11 12 15 -14 -9 16 -8 -12 -19
right_child=1 2 -4 -5 -6 6 7 14 -10 -11 17 -13 13 -15 -16 -17 -18 18 -20
leaf_value=-0.0010011277057479747 -0.00084807231136171468 -0.00077175088732774923 -0.00071718670485609057 -0.00065932824127190614 0.00074270657893429513 0.00084031341102455042 -0.00061520110733945331 -1.0604938905618475e-05 -0.00072130007375289021 -0.0005930105259446479 0.00092686524183431291 0.00055947946459401386 5.7122893324114619e-05 -0.00094253947620268584 0.0009491928353061442 0.00068955786605229058 0.00063066924733450481 -0.00033171345516384902 0.00089024141039315452
leaf_weight=0.0011081704745652806 0.0010107662904434113 0.0010321912786181919 0.001091580546403125 0.0011515616373287468 0.0018740695757949134 0.0011899944018151217 0.0016049250690413075 0.0010436317063909906 0.001383057202180322 0.0013428009193349058 0.0019480491293234941 0.001407248576518888 0.0015056490499823043 0.0018194927256082729 0.001218940594825523 0.0011414754698164387 0.0012216838894828922 0.0010967351135754491 0.0010036609228097904
leaf_count=592 332 30 91 141 357 175 51 63 122 409 270 97 297 313 66 131 135 154 84
internal_value=0 2.43901e-05 6.10169e-05 9.79743e-05 0.000137916 8.11306e-05 0.000127642 7.9829e-05 1.74486e-05 8.99544e-05 0.000161889 -3.11902e-05 -0.000145162 -0.000489885 0.000506478 0.000143707 -7.67256e-05 0.000576833 0.00025219
internal_weight=0 0.0250875 0.0240767 0.0229852 0.0218336 0.0199595 0.0189273 0.0177374 0.0154748 0.0140917 0.0127489 0.00870047 0.00729323 0.00332514 0.00226257 0.00396808 0.00282661 0.00404845 0.0021004
internal_count=3910 3318 2986 2895 2754 2397 2367 2192 2063 1941 1532 1024 927 610 129 317 186 508 238
is_linear=0
shrinkage=0.00181146


Tree=2522
num_leaves=12
num_cat=0
split_feature=1 147 15 43 16 16 0 15 3 3 43
split_gain=5.02205e-05 0.000101669 0.000103156 0.000153972 0.00013821 8.75408e-05 0.000125918 7.66382e-05 8.17756e-05 0.00017587 0.000137904
threshold=0.085835000000000009 1.0000000180025095e-35 -0.052074999999999989 -0.030974999999999996 0.054425000000000008 -0.055679999999999993 -0.19631499999999999 0.091195000000000012 -0.082304999999999975 0.084925000000000014 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -5 8 10 -10 -1
right_child=1 -3 4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0026019052613186671 0.00326593890833913 0.0032318670622981109 0.00035099397332953315 -0.0011543357320605194 -0.0037702376191385461 -0.0025760188755094894 0.0023936962081103296 0.0016158100028050282 -0.0042371523131003973 0.0002710528248874816 0.0016839203199615427
leaf_weight=0.0011154466365908087 0.0017200856496235135 0.0010699874253113041 0.0018440160137394709 0.0019044772029213064 0.0012929937256889353 0.001046607564795716 0.001833919640696415 0.001193701583380391 0.0017213625572072263 0.0015236625322678776 0.0018884127567248728
leaf_count=340 428 166 462 84 253 108 209 383 709 80 688
internal_value=0 0.000405472 9.18264e-05 0.000786008 -0.00134767 -0.000105463 0.000586198 -0.000628039 -0.00105667 -0.00212038 9.24311e-05
internal_weight=0 0.0107121 0.0096421 0.00650509 0.00313701 0.004785 0.0037384 0.00744259 0.00624888 0.00324503 0.00300386
internal_count=3910 1710 1544 829 715 401 293 2200 1817 789 1028
is_linear=0
shrinkage=0.00966451


Tree=2523
num_leaves=14
num_cat=0
split_feature=151 1 376 49 49 48 133 4 15 15 0 12 0
split_gain=4.7021e-05 9.15952e-05 8.37694e-05 9.96197e-05 0.000125718 0.000122267 8.88333e-05 0.000109834 0.00010973 0.000160549 9.82529e-05 5.38461e-05 5.34777e-05
threshold=0.087190000000000017 0.13860500000000003 0.048375000000000008 -0.085974999999999982 -0.045004999999999996 0.10329000000000001 -0.090054999999999982 -0.08422499999999998 -0.0089749999999999986 -0.10071499999999999 -0.10209999999999998 0.080120000000000011 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 11 9 10 -9 -8 -10
right_child=-2 -3 -4 4 5 -7 7 8 12 -11 -12 -13 -14
leaf_value=-0.0032910871279652567 0.0020790269137438543 0.0028268806437951269 0.0025250974694418006 0.0022053274024380208 -0.0028951051352474606 -0.003625392806159635 -8.6517377894377993e-05 -0.00023558872397738643 0.0042772714245020143 -0.0030676420499270384 0.0036339172479899371 -0.0031020790668095446 0.0011395946840879962
leaf_weight=0.0012605295825703867 0.0010588616389830474 0.0010226750045336753 0.0010062044784934299 0.0018538523234623546 0.0012256919672538657 0.0013071965626557666 0.0011084298770546184 0.0019824698359410266 0.0010294549219566976 0.001417483401008432 0.0010589094898602503 0.0014217375775797299 0.0012840373977778237
leaf_count=145 136 180 161 206 453 189 136 132 92 704 162 469 745
internal_value=0 -0.000148605 -0.000339314 -0.000532105 -0.000278053 -0.00066704 -0.000299728 4.22369e-05 0.000723404 -0.000216959 0.00111165 -0.001781 0.00253579
internal_weight=0 0.0169787 0.015956 0.0149498 0.0136893 0.0118354 0.0105282 0.00930252 0.00677236 0.00445886 0.00304138 0.00253017 0.00231349
internal_count=3910 3774 3594 3433 3288 3082 2893 2440 1835 998 294 605 837
is_linear=0
shrinkage=0.0102561


Tree=2524
num_leaves=20
num_cat=0
split_feature=1213 14 13 3 39 48 484 160 157 3 0 15 4 130 52 47 13 4 12
split_gain=0.00043241 0.000282701 0.000185779 0.000334668 0.000181078 0.000301343 0.00017762 0.000178545 0.00019546 0.000266183 0.00047555 0.000252612 0.000262852 0.000179012 0.000165695 0.00013114 0.000163014 0.000181085 7.93689e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.52445999999999982 0.15165000000000003 0.005105000000000001 0.12649500000000002 -0.0043499999999999988 -0.098319999999999991 -0.077044999999999988 -0.074234999999999982 -0.10071499999999999 -0.10312999999999999 0.0057500000000000008 -0.0015749999999999998 -0.08799499999999999 0.10323000000000002 -0.091849999999999987 0.0082450000000000006 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 -9 13 11 -11 -13 -10 -6 16 -15 18 -18
right_child=1 -3 3 -5 14 -7 7 8 9 10 -12 12 -14 15 -16 -17 17 -19 -20
leaf_value=-0.0011209268119823116 -0.00063277363956363436 -0.00087993707247356558 -0.00063614126029692248 0.00087586176093009836 -7.0480555835622432e-05 -0.00094037107890265759 -0.00052336364926723904 0.00086368909562240892 -0.00036447574860567133 -0.00060193116185572489 -0.0011887662862220016 -0.00032382101326018864 0.00074147638298632096 0.00084653204242431395 0.00083786897485086395 0.0009807434870657552 3.4701312746982194e-05 -0.00045907593845359883 0.00060489472021839027
leaf_weight=0.0010487217370627388 0.0011099923691105717 0.0010093519663080175 0.001126027610158716 0.0015543188638801391 0.0010189274307512083 0.0010284247693269624 0.0013532423330834377 0.0010439344488888261 0.0010752777631730798 0.0012355769183720611 0.0011850464778967668 0.0011359174680620754 0.0018387112669229211 0.0012517621248991561 0.0015123916110166931 0.001005028602326874 0.0013201635772132937 0.0011462467534992457 0.0016841530543198792
leaf_count=592 53 125 507 158 98 74 363 240 188 43 212 45 57 87 306 53 253 122 334
internal_value=0 2.16204e-05 6.18406e-05 9.76766e-05 3.70805e-05 -2.61174e-05 3.12106e-05 8.04056e-05 0.000139094 8.03551e-05 -0.000214438 5.98058e-05 0.000334673 0.000292912 0.000472233 0.000403234 0.000295797 0.000129701 0.000354339
internal_weight=0 0.0236345 0.0226251 0.0215152 0.0199608 0.0174295 0.0164011 0.0152751 0.0139218 0.0128779 0.00539525 0.00421021 0.00297463 0.00748263 0.00253132 0.00640735 0.00540233 0.00415056 0.00300432
internal_count=3910 3318 3193 3140 2982 2578 2504 1997 1634 1394 357 145 102 1037 404 849 796 709 587
is_linear=0
shrinkage=0.00174112


Tree=2525
num_leaves=22
num_cat=0
split_feature=14 1213 1374 0 403 4 157 16 1 12 16 150 15 151 4 12 0 49 43 47 15
split_gain=0.000377764 0.000359935 0.000184991 0.000162671 0.000252587 0.0002378 0.000333796 0.000203663 0.000141434 0.000289578 0.000215777 0.000352559 0.000341474 0.000237826 0.000236474 0.000162639 0.00015232 0.000135201 0.000174448 8.75005e-05 4.87096e-06
threshold=0.064610000000000015 -1.0000000180025095e-35 -0.094679999999999986 0.18055000000000002 0.092300000000000007 -0.23071499999999998 -0.077534999999999979 0.15737500000000001 0.077800000000000022 0.085185000000000025 -0.063614999999999991 -1.0000000180025095e-35 -0.10469999999999999 -0.024429999999999997 0.40359500000000004 1.0000000180025095e-35 -0.15713499999999997 -0.075429999999999983 -0.078644999999999979 0.086165000000000005 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 9 -8 11 -10 -12 -13 16 20 -15 -11 -19 -18 -14
right_child=-2 2 3 -5 -6 6 8 -9 10 17 12 13 15 14 -16 -17 19 18 -20 -21 -22
leaf_value=-0.00091763812703149874 -0.0010111540950622111 -0.00055279501728699141 3.2612976055403978e-06 0.00071792058160007608 0.00080082003992442102 0.00084304821911623893 -0.00095098490041657462 -0.00094913304719655201 -0.00057468433401632903 0.00053493604928704717 -0.00098580445453728309 0.0012309810088655631 0.00031364719801189249 -0.00044734534991833317 0.00098672512029152515 -0.00037254866550948449 0.00066903684532749585 -0.00070584712198056389 0.00018739655287665266 -1.1058150492799556e-05 0.00047614265351357733
leaf_weight=0.0010876040986276458 0.0010313897855083456 0.0012716913955079781 0.001301561359606458 0.0011447111913031006 0.0012436269627006937 0.0015180099282943631 0.0011515685634076083 0.0012166348990610698 0.0010201031263159513 0.0010042722443837845 0.001059218041105231 0.0010084486114119292 0.0010509413284746083 0.0010020136674824347 0.0011199027303343228 0.0012427226997133722 0.0011094293478592079 0.001063963444404686 0.001442510534491518 0.001014126517612457 0.0010162051622909871
leaf_count=576 138 66 84 44 150 338 266 183 62 50 112 116 76 43 194 247 199 326 506 81 53
internal_value=0 2.31095e-05 6.75916e-05 0.000103898 6.97534e-05 2.27473e-05 9.45392e-05 -0.000456876 2.03012e-05 -0.00022276 0.000126776 0.000325623 -0.000158768 0.000500427 0.000326895 0.000105898 9.04759e-05 1.61069e-05 -0.000191773 0.00034425 0.00039353
internal_weight=0 0.0240893 0.0230017 0.02173 0.0205853 0.0193416 0.0168234 0.0025182 0.0153054 0.00466231 0.0106431 0.00627402 0.00436909 0.00525392 0.00424547 0.00330987 0.00312557 0.00351075 0.00250647 0.00212356 0.00206715
internal_count=3910 3772 3196 3130 3086 2936 2669 267 2331 1148 1183 695 488 633 517 376 323 882 832 280 129
is_linear=0
shrinkage=0.00167351


Tree=2526
num_leaves=19
num_cat=0
split_feature=1213 14 1374 11 52 52 157 3 13 1 2 1 1 133 42 2 13 0
split_gain=0.000454177 0.000267046 0.000192344 0.000135155 0.000142526 0.000176826 0.000196617 0.000233649 0.000366678 0.000189253 0.000245703 0.000120802 0.000179572 0.000164369 0.000173523 0.000111303 0.000186423 6.09182e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.088315000000000018 0.28122000000000008 0.13709500000000002 -0.077534999999999979 0.11265500000000002 -1.0000000180025095e-35 0.10339500000000001 0.10457000000000001 0.092730000000000021 0.087545000000000026 0.093130000000000004 -1.0000000180025095e-35 0.086875000000000022 -0.028919999999999998 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 9 -9 11 17 12 13 14 -8 -16 -17 -11
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15 15 16 -18 -19
leaf_value=-0.0010753961424068729 -0.00057071775442946897 -0.00079397474565047141 0.00070245501967890146 -0.00044823383614823613 -0.00038466591988131664 0.00077425131372754481 -0.00043853079232738704 0.00013490279290585277 -0.0010115103232060947 -8.3356389371690522e-05 0.0011853334444505278 -0.00038495679800756985 0.00065075214534736771 -0.00057711778488997174 -0.0001643204696405996 7.5000466922612791e-05 0.0008703631221693304 0.00047869762859518587
leaf_weight=0.0010391667231282658 0.0011873767191570286 0.0010036652611969321 0.00149250670908761 0.001111722006716497 0.0013021240809348291 0.0012442121895304128 0.0011207374681302317 0.001887561998557428 0.0012473246686997008 0.0010095252973432115 0.0010310325390635398 0.0013799768686589128 0.0015071935388153435 0.0010356722586844589 0.0010971878623690394 0.0017219426869044718 0.0014709115230910927 0.0010685350149546276
leaf_count=592 66 125 333 124 339 119 379 162 93 105 191 187 190 343 184 233 55 90
internal_value=0 3.35929e-05 7.14929e-05 0.000108281 0.00013982 0.00017711 0.000133586 7.90819e-05 -0.000321238 0.000179941 0.000530532 6.31564e-05 0.000140905 2.17019e-05 0.000136321 0.000286497 0.000441415 0.000205651
internal_weight=0 0.0229192 0.0219155 0.0207282 0.0196164 0.0183143 0.0170701 0.0155776 0.00313489 0.0124427 0.00310909 0.00933362 0.00795365 0.00644645 0.00541078 0.00429004 0.00319285 0.00207806
internal_count=3910 3318 3193 3127 3003 2664 2545 2212 255 1957 386 1571 1384 1194 851 472 288 195
is_linear=0
shrinkage=0.0016407


Tree=2527
num_leaves=13
num_cat=0
split_feature=483 42 1 16 43 3 15 3 12 0 48 3
split_gain=5.22094e-05 7.2015e-05 5.75724e-05 0.000104443 0.000107789 9.46156e-05 0.000115031 0.000181978 0.000163103 0.000126418 9.00145e-05 8.26287e-05
threshold=0.086370000000000016 0.10269500000000001 0.094385000000000011 -0.27337499999999998 -0.090634999999999979 -0.11266 0.088345000000000021 0.084925000000000014 0.086935000000000012 -0.089879999999999974 0.085090000000000013 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 8 9 -7 -9 -6
right_child=-2 -3 3 4 11 6 -8 10 -10 -11 -12 -13
leaf_value=0.0022434730872835126 -0.0026346072062332585 -0.0026607092216974519 -0.0012595168202609167 -0.0012359281174526239 0.0051066581768528024 -0.0038248770598406615 0.0020510733133431028 0.0026134330035198074 -0.0069930337185267763 0.0014841026898432873 -0.001736730237224344 0.0014965479071841568
leaf_weight=0.0017551529880639192 0.0010051425975622632 0.0011962660400105475 0.0017228800721471689 0.0010185619560225956 0.001591282325603096 0.0014644167140693094 0.0015952796437318818 0.0015995502874819323 0.0011019302009022212 0.0010828148989441592 0.0011241553823264638 0.0019684373544817807
leaf_count=210 389 396 258 73 395 218 493 91 693 458 49 187
internal_value=0 0.000127626 0.000335782 0.00121297 0.00214341 -0.000232679 -0.000778103 -0.00148631 -0.00320623 -0.00156806 0.00081799 0.00311036
internal_weight=0 0.0172207 0.0160245 0.00630116 0.00457828 0.0097233 0.00796815 0.00637287 0.00364916 0.00254723 0.00272371 0.00355972
internal_count=3910 3521 3125 913 655 2212 2002 1509 1369 676 140 582
is_linear=0
shrinkage=0.011781


Tree=2528
num_leaves=14
num_cat=0
split_feature=13 0 4 457 1 16 2 2 4 51 2 0 16
split_gain=4.96131e-05 0.000123034 9.02634e-05 9.42653e-05 0.000102027 0.000169915 0.000114463 0.000109336 0.000102832 9.06925e-05 7.55897e-05 7.4558e-05 6.40836e-05
threshold=-0.49820499999999995 0.10302000000000001 -0.08422499999999998 -0.0034949999999999994 0.085835000000000009 -0.09601999999999998 1.0000000180025095e-35 0.094010000000000024 -0.0010999999999999996 -0.024374999999999997 0.089910000000000004 -0.084794999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 7 6 -6 11 -7 -10 -11 -5 -2
right_child=1 -3 3 4 5 8 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0022860519165268161 -0.00039598488993431927 0.0027548456783339243 -0.0027352228686574453 -0.0014530263387356529 0.0006998810106541739 0.0022904124214753107 0.0051207806332251027 -0.0037681108630861198 0.0010321423331528293 -0.0041757790806877092 -0.00030710602402473231 0.0021022303015809873 -0.0042011318161773057
leaf_weight=0.0010376379896807541 0.0010082742052114858 0.0018008672659716651 0.0011930972481756568 0.0014880682554145924 0.0011538168278227435 0.0015800420167634086 0.0015798256128991969 0.0011554680891297719 0.0015771351008846343 0.0011794295165194349 0.0011221636119007616 0.0012240495481881527 0.0010074237715718762
leaf_count=84 437 207 304 577 154 515 235 566 150 97 61 348 175
internal_value=0 0.00011704 -0.000194074 0.00012588 0.00040893 0.00108327 0.00325481 -0.00101947 -4.19225e-06 -0.000938924 -0.00228957 0.000151554 -0.00229776
internal_weight=0 0.0170697 0.0152688 0.0132531 0.01206 0.00819241 0.00273364 0.00386759 0.00545877 0.00387873 0.00230159 0.00271212 0.0020157
internal_count=3910 3826 3619 3007 2703 1212 389 1491 823 308 158 925 612
is_linear=0
shrinkage=0.0106704


Tree=2529
num_leaves=14
num_cat=0
split_feature=11 3 1 3 43 48 160 12 4 0 3 2 42
split_gain=5.01653e-05 6.18921e-05 7.22464e-05 6.38379e-05 8.84595e-05 0.000129068 0.000119951 8.96241e-05 8.65391e-05 0.00012918 0.000135621 0.000236317 8.49575e-05
threshold=0.08184000000000001 -0.10628499999999998 0.076710000000000014 -0.084129999999999996 -0.057994999999999998 0.078735000000000013 -0.089599999999999985 -1.0000000180025095e-35 -0.077889999999999987 -0.10209999999999998 0.094625000000000015 0.11230000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 12 -6 -8 -9 10 -10 -12 -5
right_child=-2 3 -4 4 6 -7 7 8 9 -11 11 -13 -14
leaf_value=0.0001220853811091257 -0.00273278923471151 -0.0030006556799188379 0.0047866331312184755 0.0030452501918249125 0.0034588002810731406 0.0059456851632077165 -0.0049282383351887281 -0.0033758945446327564 -0.0047114767984779374 0.0035855592265373083 0.0045290177014367487 -0.003589780910237064 -0.0017422148152665246
leaf_weight=0.0014056248106909469 0.001170316011771688 0.0013297504559998058 0.0010717115394746433 0.001196732666359616 0.0011631090815403663 0.0010280219824127836 0.0010251616905191515 0.0016317774973808059 0.0012844783997635343 0.0014806768288504416 0.0013751249387405351 0.0012564786022215002 0.0015685498920491997
leaf_count=138 224 875 160 146 178 239 205 400 99 426 77 103 640
internal_value=0 0.000164833 0.00214 -0.000176394 0.000112271 0.00185166 -0.000603597 -0.00119029 -0.000645079 0.000180617 -0.0011068 0.000652637 0.000329659
internal_weight=0 0.0168172 0.00247734 0.0143399 0.0130101 0.0037933 0.00921681 0.0080537 0.00702854 0.00539676 0.00391608 0.0026316 0.00276528
internal_count=3910 3686 298 3388 2513 1025 1488 1310 1105 705 279 180 786
is_linear=0
shrinkage=0.0135326


Tree=2530
num_leaves=20
num_cat=0
split_feature=1213 14 124 12 123 12 3 48 43 4 14 3 3 150 0 15 3 1 16
split_gain=0.00043902 0.000318338 0.000147269 0.000365133 0.000194642 0.000254311 0.000312574 0.000328757 0.000261931 0.000441803 0.000173916 0.000239032 0.000222948 0.000250896 0.000216013 0.000277102 0.000156774 0.000233916 0.000190048
threshold=-1.0000000180025095e-35 0.064610000000000015 0.11158000000000001 0.11655500000000001 1.0000000180025095e-35 -0.0089849999999999982 0.15165000000000003 0.12649500000000002 -0.15109999999999998 -0.34687499999999999 -1.0000000180025095e-35 0.099570000000000006 -0.115685 0.09202500000000001 -0.081964999999999996 0.085120000000000015 -0.080884999999999985 0.092550000000000007 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 -11 12 -12 14 15 16 -14 18 -18
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 11 -13 13 -15 -16 -17 17 -19 -20
leaf_value=-0.0010357808203021494 -0.00064920141418623562 -0.00088537799055816979 0.00066469170644953019 -0.00095626907123975264 0.00067371518417014579 0.00070323023769643524 0.00099300541262840165 -0.00090091663532346829 -0.00083654010978184386 -0.00048441993319170971 0.00074119612486369562 0.00085698116065687489 -0.00047523391114612961 -0.00064757965067201856 -0.00037936197940888336 0.00092356903743491124 8.8366458361333684e-05 -0.00034455600018574209 0.0010609492511294593
leaf_weight=0.0011966661743501366 0.0014633161432519399 0.001077727618882209 0.0011291521212743799 0.0010375439929084579 0.0014991069548898192 0.0018293460548109266 0.0010533876827305546 0.0010281883478384648 0.0015743760828738273 0.0012632899543516514 0.0013694770588578093 0.0013549735130817817 0.0011428993311217083 0.0014562706499576536 0.0019150975306454592 0.0014710816603339671 0.0011844466317469833 0.0012536222021273247 0.0011575428483267475
leaf_count=592 205 122 40 149 296 149 87 72 200 70 100 69 418 154 713 198 148 46 82
internal_value=0 2.23394e-05 6.2792e-05 3.33118e-05 7.99467e-05 3.65628e-05 8.92283e-05 3.63397e-05 9.31186e-05 1.94146e-05 0.000118731 0.000180651 9.69644e-05 4.87958e-06 0.000121826 0.000276398 7.54819e-05 0.000250532 0.000569072
internal_weight=0 0.0252608 0.0241831 0.023054 0.0220164 0.0205173 0.019054 0.0180006 0.0169724 0.0151431 0.0135687 0.0123054 0.0109504 0.00958096 0.00812469 0.00620959 0.00473851 0.00359561 0.00234199
internal_count=3910 3318 3196 3156 3007 2711 2506 2419 2347 2198 1998 1928 1859 1759 1605 892 694 276 230
is_linear=0
shrinkage=0.00170698


Tree=2531
num_leaves=15
num_cat=0
split_feature=41 133 42 484 40 2 0 4 12 12 151 4 4 15
split_gain=4.62241e-05 5.06012e-05 7.00512e-05 0.000111915 0.000123775 0.000116061 0.000126103 0.000108108 0.000157911 0.00012903 0.000118393 0.000115529 0.000154649 3.94556e-05
threshold=0.078535000000000008 0.10681500000000001 -0.090359999999999982 0.087270000000000014 -0.018084999999999997 0.11230000000000001 -0.14808999999999997 0.074650000000000008 0.093375000000000014 0.089855000000000004 -0.035524999999999994 0.0057500000000000008 -0.077679999999999985 -0.042544999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 9 10 -6 12 -12 -9
right_child=-2 -3 3 -5 5 6 -8 13 -10 -11 11 -13 -14 -15
leaf_value=-0.0019845381319913537 -0.002324840818024016 -0.0021876347002291584 0.0042064004863337414 -0.0027397187169636641 0.0035220535147773044 -0.004547193046182927 0.00075127461885215368 0.0015619987811811538 -0.0035658859825337284 0.0044902185336248906 0.00030549686777260062 0.0025816745591119477 -0.0047651808502833454 0.0045340188352268806
leaf_weight=0.0015263076977453981 0.0010122513189962509 0.0010980248904824538 0.00120301150162076 0.00119236025355392 0.0011167727759556515 0.0010764726485404386 0.0011396816157011507 0.001030483828473882 0.0010821207404828996 0.0010944567893275536 0.0019538869250415765 0.001085503797847609 0.0011944030856375458 0.0011819329396424742
leaf_count=367 195 530 271 312 220 73 265 149 325 242 476 86 332 67
internal_value=0 0.000117174 0.000276566 0.000517045 0.000812153 0.000470616 -0.0018224 0.000992371 0.000358269 0.00101714 0.000306717 -0.000541411 -0.00161822 0.00314973
internal_weight=0 0.0169754 0.0158774 0.0143511 0.0131587 0.0119557 0.00221615 0.00973956 0.00752714 0.00644502 0.00535057 0.00423379 0.00314829 0.00221242
internal_count=3910 3715 3185 2818 2506 2235 338 1897 1681 1356 1114 894 808 216
is_linear=0
shrinkage=0.0111015


Tree=2532
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 50 14 16 0 52 48 0 0 3 51 1374 12 43 43 43
split_gain=0.000525151 0.00033954 0.000241898 0.000207935 0.000245954 0.000254171 0.000142542 0.000142359 0.000328458 0.000196247 0.000177652 0.000178451 0.000138378 0.000179463 0.000160938 0.000291163 0.000264198 0.000123203 0.000101321 0.000199635
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089560000000000015 0.27020000000000005 0.10030500000000002 -0.46025499999999991 -0.014099999999999998 -0.10462499999999998 0.098910000000000012 0.086870000000000017 -0.055084999999999988 -0.10209999999999998 -0.060719999999999989 0.077145000000000005 -0.094679999999999986 0.083715000000000026 -0.016244999999999996 -0.074254999999999988 0.093240000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 9 -9 12 11 -10 14 17 16 -16 -3 -14 -13 -20
right_child=1 2 -4 -5 6 -7 -8 8 10 -11 -12 18 13 -15 15 -17 -18 -19 19 -21
leaf_value=-0.0011646207495873001 -0.00092510050008823719 -0.0011357057103130585 -0.00068823484135144654 -0.0006289728299292771 0.00019722964655311391 0.0008860898534480522 0.0010449389354011507 0.00096713717035688438 -0.00065632380437555303 -0.00078299540296692858 0.00055495164122485959 0.00037402416557959776 -0.00045567265929868965 0.0007241849844854477 -0.00051855058361220316 0.00068170036724005893 2.8118819245568646e-05 0.00027411305023372049 -0.00069454815379104405 0.00035646327400116638
leaf_weight=0.0010957924423680493 0.0010122523660975177 0.0011007559873911187 0.0011244669752710204 0.0010228616476353888 0.0010165989705382128 0.0011138770542452074 0.0013395504776978545 0.0013931621165126917 0.0012543100982809301 0.0010691456731804138 0.001600246144897368 0.0018502315166925853 0.0011593957287476236 0.0013685702589555011 0.0011399301997698785 0.001218320044673038 0.0011750462445012655 0.0016101344423060933 0.0010620703151639089 0.0010444717835562667
leaf_count=592 332 73 91 129 71 310 324 95 477 233 180 89 272 86 22 60 54 276 124 20
internal_value=0 4.30305e-05 8.44448e-05 0.000122994 0.000158743 9.47421e-05 0.000679181 4.58961e-05 0.000211944 -9.25346e-05 5.74798e-05 -9.52864e-05 -8.38155e-06 0.000218494 -0.000210977 0.000101523 -0.000534798 -3.13938e-05 8.25643e-05 -0.000173433
internal_weight=0 0.0246754 0.0236631 0.0225387 0.0215158 0.0191597 0.00235615 0.0180458 0.00820449 0.0098413 0.00681133 0.00521108 0.00877215 0.0041381 0.00463405 0.00235825 0.0022758 0.00276953 0.00395677 0.00210654
internal_count=3910 3318 2986 2895 2766 2371 395 2061 985 1076 890 710 843 634 209 82 127 548 233 144
is_linear=0
shrinkage=0.00170698


Tree=2533
num_leaves=15
num_cat=0
split_feature=484 4 16 12 40 47 151 12 0 48 4 2 15 1
split_gain=5.37782e-05 6.60447e-05 6.36084e-05 6.95719e-05 8.65163e-05 0.000119518 8.55097e-05 0.000196128 0.000173456 0.000153533 0.000110423 0.000107764 5.04303e-05 4.22212e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.38486499999999996 0.10700500000000002 -1.0000000180025095e-35 0.09550500000000002 -0.08341999999999998 0.089745000000000005 -0.11208499999999998 0.084500000000000006 -0.030814999999999995 0.085885000000000017 0.087770000000000015 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 -8 11 -10 -9 -3
right_child=1 13 3 -5 5 -7 7 12 10 -11 -12 -13 -14 -15
leaf_value=-0.0018421754258911352 -0.0019776247709334506 0.00040357020382931845 -0.0022265942829882272 -0.0021167615817623969 0.0025495307670822063 0.0028934413605912952 0.0032101416433073736 0.00090281665088560851 0.0008232431249550246 -0.0012810955922284938 -0.0050267258373223522 -0.0032250334160456992 0.0034819892912408895 0.0029432348678214496
leaf_weight=0.0012443647013305531 0.0013585053583466721 0.0011536278183606344 0.0010358960098345625 0.0010853732505664892 0.0010888051384103621 0.0015246108390194477 0.0011089467354284967 0.0016663737332369352 0.0010022317380457514 0.0014656206639133418 0.0010024825782544984 0.0011963881682895416 0.0010097830076465641 0.0010255779522799473
leaf_count=612 126 128 220 242 171 160 87 385 404 70 279 273 434 319
internal_value=0 0.000120247 -0.000101275 9.20305e-05 0.000290141 0.000525751 0.000147389 -0.000162066 -0.00110641 0.000653421 -0.00252179 -0.00137964 0.00187601 0.00159879
internal_weight=0 0.0167242 0.014545 0.0131865 0.0121011 0.0110652 0.00954063 0.00845183 0.00577567 0.00257457 0.0032011 0.00219862 0.00267616 0.00217921
internal_count=3910 3298 2851 2725 2483 2263 2103 1932 1113 157 956 677 819 447
is_linear=0
shrinkage=0.00910708


Tree=2534
num_leaves=14
num_cat=0
split_feature=2 159 12 151 16 0 52 13 42 1 52 48 0
split_gain=4.98047e-05 0.000148874 9.64237e-05 7.78602e-05 0.000101422 7.78239e-05 0.000105475 7.74219e-05 6.22753e-05 0.000123591 7.25557e-05 3.42386e-05 3.21856e-05
threshold=0.099015000000000006 0.079875000000000015 0.096315000000000026 -0.0017399999999999998 -0.23935499999999996 -0.017269999999999997 -0.11271999999999999 -0.084184999999999996 -1.0000000180025095e-35 0.086560000000000012 -0.0066199999999999991 0.091185000000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 -1 -8 -9 12 -11 -6 -10
right_child=1 -3 -4 4 11 -7 7 8 9 10 -12 -13 -14
leaf_value=-0.0042391412591611848 -0.001937940651908451 0.0050701705828765679 -0.002984667536772072 0.0048380240065459372 -0.0010543128250651947 0.0020456837608584496 -0.0026224953826999202 -0.0017750089299976937 0.0016148420373689649 -0.0034201069627954532 0.00081869451173894367 0.0019543099991847926 0.004636269043346848
leaf_weight=0.0012622749568194412 0.0011181596296572227 0.0010415041726056524 0.001245495660048692 0.0011065041792904721 0.0012450295382984903 0.0015219084207182916 0.0018772039859335397 0.001730471734244096 0.0010547565573799681 0.0010133682198691166 0.0015116056368641509 0.0010453956858458291 0.0010639402050522202
leaf_count=331 158 244 318 114 225 217 700 702 79 127 277 87 331
internal_value=0 0.000805629 3.46064e-05 0.000867479 0.00179093 -0.000527794 -0.000939477 -0.000434701 0.000209611 0.000949183 -0.000882498 0.000318883 0.0031321
internal_weight=0 0.00680209 0.00576058 0.00451509 0.00339693 0.0110355 0.00951362 0.00825135 0.00637414 0.00464367 0.00252497 0.00229043 0.0021187
internal_count=3910 1146 902 584 426 2764 2547 2216 1516 814 404 312 410
is_linear=0
shrinkage=0.0122569


Tree=2535
num_leaves=20
num_cat=0
split_feature=1213 14 4 13 15 132 4 453 12 4 42 43 51 160 4 2 3 48 16
split_gain=0.000524389 0.000327237 0.000168535 0.000249548 0.000209178 0.000200845 0.000209184 0.000211241 0.000192749 0.000350466 0.000234072 0.000141138 0.000213499 0.000158182 0.0001362 0.000116247 0.000116174 8.75189e-05 2.71284e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.51381999999999983 -0.091229999999999992 -0.089594999999999994 0.079995000000000011 -0.34687499999999999 1.0000000180025095e-35 0.091735000000000025 0.08734500000000002 0.088235000000000022 -1.0000000180025095e-35 0.08955500000000001 -0.054789999999999998 0.0033150000000000007 0.086650000000000019 0.097615000000000021 0.090405000000000013 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 17 6 -5 8 10 -10 11 14 13 -13 -8 18 -6 -4 -15
right_child=1 -3 3 5 16 -7 7 -9 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.0011127597531038966 -0.00050173547098553812 -0.00085608092841391677 0.00036724146178577762 -0.00073936478188213104 0.00039946986531652141 0.00058144529364203678 8.6464195925241476e-05 -0.00071193028958436478 -0.00085932018860876089 0.00024333862658517831 0.0007686361540744373 0.00085102315355860985 -0.00033889531537553675 -0.00024870458726739713 -0.00073019963914688012 0.00047863724158876735 0.0010702695722959201 -0.00029714211039895633 0.00011483175098897871
leaf_weight=0.0011079829557291273 0.0013031808651654117 0.0010559304567723171 0.0010215996590388632 0.0010654429953452756 0.0014156211040745664 0.0014153557251450682 0.0011149790516079238 0.0010035932850058779 0.0014871273708145583 0.0014960778712329939 0.0014029717430202046 0.0011831817116693122 0.0015935102508418675 0.0011100041771083292 0.0010043216667293446 0.0018235720687598822 0.0012648654107155766 0.0010304522423958407 0.001018383602154665
leaf_count=592 79 122 150 171 122 243 605 72 652 102 321 50 59 63 162 135 90 70 50
internal_value=0 1.92891e-05 5.99114e-05 9.40323e-05 0.000420119 1.72645e-06 -5.18905e-05 -4.45101e-07 5.35095e-05 -0.000306337 0.000158231 6.14426e-05 0.000175457 0.000335068 -0.000300547 0.000180596 0.000716006 3.36166e-05 -7.4761e-05
internal_weight=0 0.0238102 0.0227542 0.0214511 0.00473254 0.0167185 0.0153032 0.0142377 0.0132341 0.00298321 0.0102509 0.00884795 0.00672865 0.00513514 0.0021193 0.00395196 0.00268049 0.00205205 0.00212839
internal_count=3910 3318 3196 3117 432 2685 2442 2271 2199 754 1445 1124 357 298 767 248 212 220 113
is_linear=0
shrinkage=0.00160853


Tree=2536
num_leaves=19
num_cat=0
split_feature=1213 14 1374 457 132 13 39 13 2 133 0 1 151 160 1 42 3 15
split_gain=0.000377531 0.000305745 0.000191498 0.000170673 0.000190201 0.000208068 0.000292077 0.000265716 0.000293808 0.000212039 0.000189534 0.000235435 0.000213097 0.00024415 0.000165287 0.000153884 0.000253101 0.000222956
threshold=-1.0000000180025095e-35 0.05884000000000001 -0.094679999999999986 0.082870000000000013 0.080815000000000012 -0.091229999999999992 0.005105000000000001 -0.49820499999999995 0.10066500000000002 0.084285000000000013 -0.053834999999999994 0.081005000000000008 -0.0080899999999999982 -1.0000000180025095e-35 0.087075000000000014 0.08401500000000002 0.086245000000000016 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 9 -4 -9 10 12 -12 -7 -14 -5 16 17 -15
right_child=1 -3 3 14 -6 6 -8 8 -10 -11 11 -13 13 15 -16 -17 -18 -19
leaf_value=-0.0010538500979267143 -0.00063811081996973436 -0.00096345406214313849 -0.00040491355698124874 0.00010971087192448524 0.00065079940366439659 -0.00075044500794271027 0.00057381061802873985 7.6103605023160979e-05 0.0011865951696877688 -0.00094087452550933794 -2.8187779779360473e-06 -0.0012625026460031919 -0.00052261323294852831 0.00036087077722074594 0.0010871097829909392 0.00080990629676914061 0.00080024377329610398 -0.00073279797089210086
leaf_weight=0.001142976477069845 0.0012093384737230642 0.0010061588165067087 0.0011740690581600183 0.0012123838183111238 0.0016947678051527767 0.0011308127447150502 0.0018113955863009569 0.0016593363530997647 0.0015954260312695048 0.0012569421019615274 0.001000981887718252 0.0010254388549676141 0.0015758971331779311 0.0011934202794018848 0.0011518924457869957 0.0014869000974593316 0.0012210663517846498 0.0013633264102818762
leaf_count=592 66 125 61 98 285 108 273 157 135 743 50 211 291 70 150 117 47 331
internal_value=0 3.32902e-05 7.7347e-05 0.000117489 5.9778e-05 2.52489e-06 -0.000114788 0.000348627 0.000620447 -0.000225614 -0.00013569 -0.000640262 -7.42268e-06 0.000115405 0.000585907 0.000306385 0.000108205 -0.000222303
internal_weight=0 0.0237696 0.0227634 0.0215541 0.0191898 0.017495 0.0130662 0.00442883 0.00325476 0.0112548 0.00999784 0.00202642 0.00797142 0.00684061 0.00236428 0.00526471 0.00377781 0.00255675
internal_count=3910 3318 3193 3127 2879 2594 2241 353 292 1968 1225 261 964 856 248 565 448 401
is_linear=0
shrinkage=0.00184769


Tree=2537
num_leaves=19
num_cat=0
split_feature=1213 14 11 13 52 132 2 52 39 159 50 457 2 133 2 4 48 12
split_gain=0.000379086 0.000185129 0.000153617 0.000159385 0.000360205 0.00021937 0.000186593 0.000176039 0.00028931 0.000178148 0.000203068 0.000170711 0.000221976 0.000227065 0.000143758 0.000264098 0.000175666 0.000162895
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088315000000000018 -0.091229999999999992 0.10062000000000001 0.079995000000000011 0.099990000000000009 -0.27466499999999994 0.084155000000000021 0.088320000000000023 0.086465000000000014 -0.066264999999999991 0.11230000000000001 0.084760000000000016 1.0000000180025095e-35 0.015635000000000003 0.086215000000000014 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 -5 9 10 11 -9 13 14 -13 16 17 -16
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0010406293578703462 0.00029024017298884735 -0.00068142014734222064 -0.00056712042006878992 -0.00060250800386944857 -0.00039350766414051393 0.00070271078345887021 0.0011020052971306702 -0.0005539595223331981 0.00089482406836736115 -0.00073132699829033703 -0.00064665754415717963 -2.3474299928193618e-06 -0.00052454354541603941 -0.00039638460367521805 0.00100485792798349 0.0013169017559512073 -0.00018120515444732077 0.00014754296302543462
leaf_weight=0.0010013783843795592 0.0017389031442089564 0.0010126177529974556 0.001065853213715883 0.0014574861621917254 0.0012715966843336313 0.0012601364699685652 0.0015700135476325559 0.0010794806753453819 0.0010227058294390709 0.0010248102385571204 0.0012234097796761005 0.0019631266975040848 0.0011924167554346341 0.0012774224404220047 0.001350901254529524 0.0010204411251794332 0.0012645397316025375 0.0012372050778507795
leaf_count=592 154 131 121 306 104 234 160 102 290 255 417 170 103 346 63 73 60 229
internal_value=0 3.22217e-05 6.50388e-05 9.71935e-05 0.000378665 1.84542e-05 0.000675406 -3.85962e-05 2.15873e-05 -4.91015e-05 1.11238e-05 8.861e-05 0.000163147 0.000264213 0.000387653 0.000544764 0.00034025 0.000595031
internal_weight=0 0.0230331 0.0220204 0.0209546 0.00458051 0.0163741 0.00330892 0.0151139 0.0136565 0.0126338 0.0116089 0.0103855 0.00930605 0.00811364 0.00683621 0.00487309 0.00385265 0.00258811
internal_count=3910 3318 3187 3066 418 2648 314 2414 2108 1818 1563 1146 1044 941 595 425 352 292
is_linear=0
shrinkage=0.00170698


Tree=2538
num_leaves=19
num_cat=0
split_feature=1213 14 157 14 124 48 2 1 0 0 2 403 16 47 160 160 12 15
split_gain=0.000438056 0.000272945 0.000191639 0.000187522 0.000233343 0.000258966 0.00022912 0.000245009 0.000491205 0.000219552 0.000205285 0.000180529 0.000184393 0.000161429 0.000277787 0.000111904 0.000111426 9.35182e-05
threshold=-1.0000000180025095e-35 0.056865000000000006 -0.077044999999999988 -0.13131999999999996 -0.048219999999999992 0.12738500000000003 0.106285 0.10937500000000001 0.076335000000000014 0.12346000000000001 0.099015000000000006 0.03138500000000001 -0.11180499999999999 0.09550500000000002 0.08234000000000001 0.094340000000000021 0.084100000000000022 -0.042544999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 9 8 -8 10 11 12 17 14 16 -16 -14 -6
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0011458027585051385 0.00065657266827595846 -0.00088710604780297114 -0.00055763194074170703 0.0008483155274946455 -4.3978889994015081e-05 -0.00083714472534937405 -0.00071118073158002199 0.0012415619837002879 0.001029537073360257 -0.00078064254016852819 0.00073247064655939352 0.00051608763950647331 -0.00047581666210680596 0.00018725069189221461 0.00045407067139977317 -0.00037870965563854527 -0.001198984658693244 0.0006363015337537745
leaf_weight=0.0010744776532722834 0.0017373896945181459 0.0010030120391348518 0.0016395784914386103 0.0012167723871836572 0.0014176623128711648 0.0010663563366309905 0.0010515011367313145 0.0010418474902804866 0.0010765620487753758 0.0011385744750159058 0.0012968550170767848 0.0016843645680159622 0.0014197394776831245 0.0017222613745117576 0.0010589854318863168 0.0010589056107324288 0.0013774826696876137 0.001245819815950836
leaf_count=592 438 128 133 240 166 86 259 170 65 53 150 164 137 156 46 109 756 62
internal_value=0 3.725e-05 7.8918e-05 2.9993e-05 8.10407e-05 2.81663e-05 8.3784e-05 0.000521804 0.000169428 -1.96747e-05 5.08686e-05 -2.95975e-05 -0.00012842 -0.000289992 -0.000457218 3.76962e-05 -0.000831938 0.000274216
internal_weight=0 0.0232537 0.0222507 0.0205133 0.0188737 0.0176569 0.0165906 0.00316991 0.00212806 0.0134207 0.0122821 0.0109852 0.00930086 0.00663737 0.00491511 0.00211789 0.00279722 0.00266348
internal_count=3910 3318 3190 2752 2619 2379 2293 494 324 1799 1746 1596 1432 1204 1048 155 893 228
is_linear=0
shrinkage=0.00181146


Tree=2539
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 160 0 403 1 2 13 0 2 151 160 131 15 2 0 47
split_gain=0.000442607 0.000394214 0.000261077 0.000222544 0.000208877 0.000270481 0.000227418 0.000179941 0.000199124 0.000257574 0.000426706 0.000275998 0.000197665 0.000180261 0.000148362 0.00021413 0.000185399 0.000249925 0.000226226 0.000203597
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089560000000000015 0.27020000000000005 -1.0000000180025095e-35 0.18055000000000002 0.092300000000000007 0.085990000000000011 0.10393500000000001 -0.07409499999999998 -0.087614999999999985 0.085355000000000014 -0.085039999999999991 -0.083654999999999993 0.086070000000000021 0.024640000000000006 0.086650000000000019 -0.19631499999999999 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 9 10 11 -3 -12 -10 -15 16 17 19 -19 -16
right_child=1 2 -4 -5 5 -7 -8 -9 13 -11 12 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=-0.0010045048238313708 -0.00096150922777968545 -0.00016776983543563838 -0.00071156706544422174 -0.00060736872481499736 -3.3373493095987389e-05 0.0010521828011113808 0.00077345897939229435 0.00064055404619473564 0.00079952167521937887 -0.00088994563810424149 -4.35348976959567e-05 0.00083217635029273266 -0.00086673681710636879 -0.00048000469545597858 -0.00073887573788631038 0.00076486790504289969 -0.00051171663634715515 0.00015480433228526449 0.0011087060039067513 0.00019551929801469643
leaf_weight=0.0011760394020231746 0.0010472024390267487 0.0013752466108916048 0.0011101934592506737 0.0011323858368134645 0.0010874473800412676 0.0014308033652716745 0.0012043861682402004 0.0012468326020985679 0.001016137953138486 0.0012454177814048215 0.0014423148257693003 0.0016163209352830941 0.0017234000156011835 0.0011497763176172579 0.0010992506023524001 0.0012824076023254527 0.0013447728115134616 0.0018628278711503316 0.0010445170788794794 0.0014633768602427821
leaf_count=592 332 234 91 129 121 274 28 126 111 217 124 291 434 134 76 140 204 37 168 47
internal_value=0 2.46015e-05 6.61107e-05 0.000102436 0.000137946 0.000583411 8.21827e-05 3.8161e-05 -4.35527e-06 -0.000209456 -7.18151e-05 0.000372493 -0.000491682 0.000143583 7.15023e-05 0.000149815 3.40735e-05 0.000168254 0.000497511 -0.000205294
internal_weight=0 0.025925 0.0248778 0.0237676 0.0226352 0.00251825 0.020117 0.0189126 0.0176658 0.0074027 0.00615728 0.00299157 0.00316571 0.0102631 0.00924693 0.00809715 0.00681475 0.00546997 0.00290734 0.00256263
internal_count=3910 3318 2986 2895 2766 395 2371 2343 2217 1300 1083 525 558 917 806 672 532 328 205 123
is_linear=0
shrinkage=0.0016407


Tree=2540
num_leaves=15
num_cat=0
split_feature=403 403 160 12 42 43 3 42 4 0 16 4 3 4
split_gain=5.1853e-05 8.51315e-05 0.000119969 0.000229786 0.000122695 0.000161445 0.000155703 0.000133998 0.000102596 8.81747e-05 0.000169825 0.000166199 5.01415e-05 1.88103e-05
threshold=0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.08221500000000001 -0.0072799999999999991 -0.16443499999999997 -0.062279999999999995 0.0057500000000000008 0.013395000000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 6 13 9 -1 11 -11 -7 -12 -6
right_child=-2 -3 4 -5 5 7 -8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.0029089984833605312 -0.0028309182923185335 0.0033570683315406963 -0.0028168370492377714 -0.0070070383940486107 -5.8846315533943373e-05 -0.0051866134446627611 0.0068230797753541265 -0.0042692028014394284 0.0022711648033588044 0.0055083296106554639 0.0017501384891153598 0.0013373812602514986 -0.0019581599717901927 0.0023784628465712563
leaf_weight=0.0011180787481515631 0.0010138854116774334 0.0012388838616029787 0.0015961287409336595 0.0011034087449342299 0.0010438608615403466 0.0010211307025440588 0.0012680543521875554 0.0010599209172190427 0.0014005673112569578 0.0013498765353201232 0.0011531054274691588 0.0016791788694263676 0.0012205800512238296 0.0010161871089925389
leaf_count=124 307 163 709 834 259 52 251 490 152 160 151 103 79 76
internal_value=0 0.000136395 -0.000112515 -0.00215436 0.000483524 0.000970747 0.00330746 -6.84088e-05 -2.84161e-05 0.000624711 0.00189699 -0.00112969 -0.000156717 0.00114344
internal_weight=0 0.017269 0.0160301 0.00362205 0.012408 0.0108119 0.0033281 0.00748379 0.00251865 0.00642387 0.00372356 0.00270031 0.00237369 0.00206005
internal_count=3910 3603 3440 1110 2330 1621 586 1035 276 545 390 155 230 335
is_linear=0
shrinkage=0.0127521


Tree=2541
num_leaves=15
num_cat=0
split_feature=158 159 14 1 0 16 16 4 48 0 51 1 3 47
split_gain=4.80976e-05 9.71343e-05 0.000132702 9.11459e-05 0.000108791 0.000104148 0.000222856 9.97521e-05 8.95892e-05 0.000153841 0.000146322 0.000106245 0.000103858 0.000170189
threshold=0.087355000000000016 0.087945000000000009 -0.13131999999999996 0.085835000000000009 -0.087614999999999985 0.20277000000000003 -0.083144999999999983 0.018480000000000003 0.11930500000000001 -0.13870499999999999 0.08482000000000002 0.092730000000000021 -0.074234999999999982 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4 9 10 -5 -11 -13 -14
right_child=-2 -3 3 8 5 -7 -8 -9 -10 11 -12 12 13 -15
leaf_value=-0.0043611245151451124 -0.0025565309611911271 0.0031741474347713214 -0.0055962520036564782 0.006380426764938843 0.0021892921362613223 0.002894825247775957 -0.0046259803119914067 -0.00050474933112113483 -0.0021531317333635348 0.003483083595898869 0.00052318148339584349 0.0016770639505451063 0.0010751795376927021 -0.0057100267791601591
leaf_weight=0.0010074082116062954 0.0010218741073902788 0.0013882090888670496 0.0011239126159811813 0.0014362629302721395 0.0014211285066167241 0.001392202451252423 0.0013518868734147807 0.0010989282781935297 0.0011401643716887934 0.0010812583203582697 0.0010781942016941104 0.001443082051044028 0.0010147837672875712 0.0011261613431179209
leaf_count=100 388 298 441 178 318 201 734 161 118 293 52 303 243 82
internal_value=0 0.00012724 -0.000141906 0.000147085 -0.00093248 0.000213109 -0.00113326 -0.00307911 0.000975979 0.00147289 0.00386885 0.000181536 -0.000814502 -0.00249392
internal_weight=0 0.0171036 0.0157154 0.014708 0.00638806 0.00416522 0.00277302 0.00222284 0.00831991 0.00717974 0.00251446 0.00466529 0.00358403 0.00214095
internal_count=3910 3522 3224 3124 1855 1253 1052 602 1269 1151 230 921 628 325
is_linear=0
shrinkage=0.0120166


Tree=2542
num_leaves=22
num_cat=0
split_feature=1213 14 124 123 133 130 48 13 50 3 0 1 49 15 15 15 52 133 0 1 2
split_gain=0.000322176 0.000281071 0.000183409 0.000230466 0.000297299 0.000191884 0.000325358 0.00022461 0.000171501 0.000175625 0.00020156 0.000392678 0.00038128 0.000260735 0.000246538 0.000239217 0.000212223 0.000198828 0.000135205 0.000121096 0.000104941
threshold=-1.0000000180025095e-35 0.064610000000000015 0.11158000000000001 1.0000000180025095e-35 -0.085714999999999986 -0.0015749999999999998 0.12738500000000003 -0.49820499999999995 0.089390000000000011 -0.15327499999999997 -0.10575999999999998 0.11198000000000001 -0.07107999999999999 -0.092459999999999987 0.014775000000000002 -0.053579999999999996 -0.066329999999999986 0.083815000000000014 0.048265000000000009 0.095575000000000007 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 20 -6 7 -7 9 -9 11 12 -11 16 15 19 -14 -16 -17 -12 -2
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 14 -13 13 -15 17 18 -18 -19 -20 -21 -22
leaf_value=-0.00094323290365918579 0.00023740008432888884 -0.00089326955187947292 0.00079620764176646696 0.00069824504233327589 -0.0008151796405280687 -0.0007724965931635078 -0.0009122196139243246 0.0007414470855098697 -0.00063076794986229544 -0.00080582106125178736 -0.0003332052043451126 0.0012060042723616709 -0.00055537594283297141 0.00099209543725691136 -0.00016291976001388904 -0.0011913878650473401 0.00050122565990879991 0.00085985282253033619 -0.00031154547313280538 0.00042954064884540428 0.0010340948544066821
leaf_weight=0.0011300784066117396 0.0010853236144009555 0.0010056399991834599 0.0010355686818925075 0.0015275810307627388 0.0010726736230842844 0.0010489912025179902 0.0012606926166882628 0.001325602186505649 0.0010126506158909801 0.0011718311857347175 0.0015312832066767985 0.0012140415482104205 0.0011231566328149256 0.0013140061496601432 0.0012411466260401349 0.0012197533018958144 0.0012860672407093432 0.0011595651134417295 0.0010045175474228674 0.0011491534420558155 0.0010037014194867813
leaf_count=592 193 122 40 301 204 42 76 147 409 60 345 80 23 76 207 288 59 248 61 136 201
internal_value=0 2.63837e-05 6.52632e-05 3.19936e-05 -1.5959e-05 -8.54081e-05 -4.20692e-05 2.32211e-05 7.62086e-05 0.000124778 6.38398e-05 0.000301895 7.76638e-05 0.000355727 -0.000135232 -0.000363483 8.64832e-06 0.000331088 -0.000794036 -6.20176e-06 0.000620183
internal_weight=0 0.0247929 0.0237873 0.0227517 0.0212242 0.0191351 0.0180625 0.0168018 0.0157528 0.0147401 0.0134145 0.0061091 0.00489506 0.00372323 0.00730542 0.00490471 0.00240922 0.00240071 0.00222427 0.00268044 0.00208903
internal_count=3910 3318 3196 3156 2855 2461 2257 2181 2139 1730 1583 298 218 158 1285 830 82 455 349 481 394
is_linear=0
shrinkage=0.00177594


Tree=2543
num_leaves=18
num_cat=0
split_feature=1213 14 157 0 403 48 1 2 13 14 2 12 2 39 16 1 4
split_gain=0.000373762 0.00023968 0.000144507 0.000152615 0.000278019 0.000151654 0.000144769 0.000309395 0.000256606 0.000210285 0.000274131 0.00013386 0.000119613 0.000102549 0.000157115 0.000280666 0.000121073
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.077044999999999988 0.18055000000000002 0.092300000000000007 0.12862000000000004 0.085835000000000009 0.10393500000000001 -0.07409499999999998 -0.13131999999999996 0.11125500000000001 0.086935000000000012 0.091525000000000009 0.005105000000000001 -0.09601999999999998 0.10688500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 12 -8 13 -10 -4 14 15 -11 -16
right_child=1 -3 3 -5 -6 -7 9 -9 11 10 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.00099781638734866736 0.0005464972428770884 -0.00078430904192563404 -9.1626621712364648e-05 0.00065359688359866255 0.00078597484434293015 -0.0006695178999064933 -0.00048444718947110194 -0.0010187455109029061 -0.00010094256104922552 0.00095220523450073482 0.00087050665481407813 -0.00088523930954747003 0.00063957239593297936 0.00052175628500140936 -0.0005674917744614296 -0.00023818521249292519 6.6316012124855922e-05
leaf_weight=0.0010770443439696185 0.0017034653805273565 0.0010028745729011362 0.0011360749719682576 0.0010762980017040734 0.00120476492791488 0.0011197275387110342 0.0014877776994887274 0.0011589539265151362 0.0015365618602491866 0.0010874869429882712 0.001511347547388975 0.0010795970156684282 0.00152950307857002 0.0012087733945576207 0.0017650291618166994 0.0012297367149494212 0.0017478181068998344
leaf_count=592 438 131 341 44 146 95 110 238 157 73 239 382 152 170 452 64 86
internal_value=0 3.14434e-05 6.93482e-05 2.84615e-05 -7.32148e-06 -6.16296e-05 -2.03235e-05 -0.000220062 -4.48097e-05 0.000107835 0.000210896 -0.000424594 0.000327934 6.9267e-05 -2.45495e-05 0.000320472 -0.000252141
internal_weight=0 0.0225858 0.0215829 0.0198795 0.0188032 0.0175984 0.0164787 0.00644069 0.00528174 0.010038 0.00855019 0.00261616 0.00266558 0.00703884 0.00583007 0.00231722 0.00351285
internal_count=3910 3318 3187 2749 2705 2559 2464 1270 1032 1194 1084 539 493 845 675 137 538
is_linear=0
shrinkage=0.00170698


Tree=2544
num_leaves=20
num_cat=0
split_feature=14 1213 124 123 4 157 160 12 457 12 160 160 3 52 4 4 52 1 1
split_gain=0.000429189 0.000373594 0.000189583 0.000215846 0.000239548 0.000260716 0.000406623 0.000305934 0.000287472 0.000267218 0.000234557 0.000228893 0.000214476 0.000178239 0.00025523 0.000156691 0.000130781 0.000160764 0.000201682
threshold=0.073890000000000011 -1.0000000180025095e-35 0.11158000000000001 1.0000000180025095e-35 -0.49837999999999999 -0.07453499999999999 -1.0000000180025095e-35 -0.0089849999999999982 -0.0034949999999999994 0.092365000000000017 0.099550000000000013 -0.087874999999999995 -0.100615 -0.15422999999999998 0.15045000000000003 0.15927500000000003 0.089525000000000007 0.092550000000000007 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 11 -8 -9 10 12 -7 -10 -11 -15 16 17 18 -14
right_child=-2 2 -4 -5 5 6 7 8 9 13 -12 -13 15 14 -16 -17 -18 -19 -20
leaf_value=-0.00086326476223559721 -0.0010069418826081868 -0.00066106625703956517 0.00068864851279522104 0.00058940354061746221 0.0006039267444742731 -0.00020492137993092578 -0.00068833440300306774 -0.00061558481714949073 0.0010920837842097314 0.00040261048199613698 -0.00021642203239974488 -0.0011166867974776592 -0.0001349114454236823 -0.00079226408273334512 8.0840198559773433e-05 0.00080414873286121765 0.00070890022106131643 -0.00043427611923484854 0.00067407940841845819
leaf_weight=0.0011028121911125016 0.0010187901612790573 0.0012810371019695522 0.0010845790458258861 0.0015239098013575874 0.0017209284137482744 0.0016146507854191486 0.0011756221483407272 0.0011347538984765029 0.0010906962292174388 0.001162799948737761 0.0014734828407686473 0.0011109948352846224 0.0014453923224732844 0.0014274194737404497 0.0018216175383456434 0.0014194047344145977 0.0010450366970869984 0.0010218302108162547 0.0015021273014969028
leaf_count=576 135 152 40 301 392 418 153 97 73 137 126 271 207 370 90 80 103 61 128
internal_value=0 1.66566e-05 5.69948e-05 2.71721e-05 -1.27756e-05 2.84053e-05 -2.52888e-05 7.02942e-05 0.000131613 0.000194842 0.000347664 -0.000576564 0.000458127 -0.00011684 -0.000302746 0.000350654 0.000222285 9.41708e-05 0.00027737
internal_weight=0 0.0251591 0.0240563 0.0229717 0.0214478 0.0201668 0.0184458 0.0157202 0.0145446 0.0134098 0.00899797 0.00272565 0.00752449 0.00441184 0.00324904 0.00643379 0.00501439 0.00396935 0.00294752
internal_count=3910 3775 3199 3159 2858 2706 2314 1625 1472 1375 778 689 652 597 460 579 499 396 335
is_linear=0
shrinkage=0.00154607


Tree=2545
num_leaves=14
num_cat=0
split_feature=48 1 15 16 2 42 133 160 49 3 12 13 3
split_gain=5.66577e-05 7.77613e-05 0.000104078 0.000106876 0.000122504 7.63989e-05 9.76806e-05 0.000104207 7.12274e-05 0.000146213 9.6796e-05 6.33699e-05 5.65943e-05
threshold=-0.081799999999999984 0.10420500000000001 -0.017214999999999998 -0.062279999999999995 0.11462500000000002 0.092145000000000019 0.065880000000000008 0.084100000000000022 -0.07107999999999999 -0.078884999999999997 0.086935000000000012 -0.0030249999999999995 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 8 -8 -2 10 -10 -11 -13
right_child=1 2 -4 -5 -6 -7 7 -9 9 11 -12 12 -14
leaf_value=-0.0029787005388626215 -0.0039481740359589308 -0.00067919805910287483 0.0043394166703558598 -0.0019548848864477815 0.004787213687443369 -0.0032460833444534149 8.962053441925707e-05 0.0051893493500662679 -0.00030310345508491614 0.0034108314124149074 -0.0058222821245651792 -0.0020958863865712485 0.0016282839931399766
leaf_weight=0.0010013342204526756 0.001049874624525631 0.001350490868823136 0.0014160173370702366 0.0018732666660935104 0.0013166143864506335 0.0014190085545192676 0.0018162490832503656 0.0010161072581718403 0.0010198193678998425 0.0012853605790395933 0.0010475148089639872 0.0011974402948679878 0.0014882793807560191
leaf_count=128 109 181 181 247 233 585 646 166 356 202 617 137 122
internal_value=0 0.000141216 0.00132099 0.000379626 0.00201929 -0.000478484 -8.26182e-05 0.00191915 -0.000882489 -0.00034947 -0.00309966 0.00108227 -3.21543e-05
internal_weight=0 0.017296 0.00595639 0.00454037 0.00266711 0.0113397 0.00992065 0.00283236 0.00708829 0.00603841 0.00206733 0.00397108 0.00268572
internal_count=3910 3782 842 661 414 2940 2355 812 1543 1434 973 461 259
is_linear=0
shrinkage=0.0127521


Tree=2546
num_leaves=20
num_cat=0
split_feature=1213 14 1374 11 453 4 151 160 13 0 50 0 43 3 0 15 0 15 16
split_gain=0.000355339 0.000235467 0.000142159 0.000149452 0.000149243 0.000185245 0.000172734 0.00019777 0.000211984 0.000176726 0.000138785 0.000156573 0.000181048 0.000214901 0.000165736 0.00013507 0.000113919 0.000113651 0.000240625
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094679999999999986 0.088315000000000018 1.0000000180025095e-35 0.28937500000000005 -0.039414999999999999 -0.092169999999999988 -0.49820499999999995 0.15480500000000005 0.088160000000000002 -0.10071499999999999 -0.013304999999999999 -0.083144999999999983 -0.076734999999999984 -0.017214999999999998 -0.10783 -0.10312999999999999 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 16 -8 -9 10 11 17 14 -14 -13 -16 -4 -10 -19
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 12 13 -15 15 -17 -18 18 -20
leaf_value=-0.00093724076004449153 -0.00048622473298179153 -0.00073141858098706527 0.00091279932140001386 -0.00048702717763919541 -0.00044476457005950784 0.00065649839440979209 -0.00059626079086059927 -0.00059525768329621504 -0.00013061090891967113 0.00070609571336204262 0.0006559159672495814 -0.00039130994605912368 1.2473714254184751e-05 -0.00094273793052128982 -2.0638927731164356e-05 0.00080056670753679093 0.000194707221902378 -0.00017109795822145218 0.00079664056793868321
leaf_weight=0.0010380564402351833 0.0011656986460266685 0.0010173032988213251 0.0010287805103247338 0.0010954522041290984 0.0011268081746144123 0.0017476791895081776 0.0011605602027973264 0.0010551869937245285 0.0012893912607023772 0.0013455033653420037 0.0010090772062952913 0.0011230847456996972 0.0011931008157136866 0.0012455854219977072 0.0010734760698937473 0.001001855179331621 0.0012862564358263424 0.0010454722355568435 0.001825688827042587
leaf_count=592 66 131 88 121 96 347 368 31 96 33 297 378 197 308 168 129 346 30 88
internal_value=0 2.5018e-05 6.02872e-05 9.11335e-05 0.000123517 0.000158261 0.000106066 4.03671e-05 9.63088e-05 0.000156358 8.79123e-05 2.94127e-05 -0.00014528 -0.000475411 0.000106435 0.000375794 0.000513821 0.000266102 0.000444259
internal_weight=0 0.022836 0.0218187 0.020653 0.0195575 0.0184307 0.016683 0.014368 0.0132074 0.0121522 0.0108067 0.00979765 0.0056371 0.00243869 0.00319842 0.00207533 0.00231504 0.00416055 0.00287116
internal_count=3910 3318 3187 3121 3000 2904 2557 2123 1755 1724 1691 1394 1180 505 675 297 434 214 118
is_linear=0
shrinkage=0.00160853


Tree=2547
num_leaves=21
num_cat=0
split_feature=1213 14 157 453 159 12 1374 130 160 12 43 43 133 43 16 0 150 4 16 52
split_gain=0.000345151 0.000337206 0.000230531 0.000218885 0.000197433 0.000193146 0.000178952 0.000184707 0.000202602 0.00029272 0.000242212 0.000249465 0.000244465 0.00018783 0.000172124 0.000163706 0.000195368 0.000168566 0.000106863 3.11174e-06
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.077044999999999988 1.0000000180025095e-35 0.10519500000000001 0.11655500000000001 -0.095439999999999983 -0.0015749999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.15109999999999998 -0.089604999999999976 -0.0087799999999999979 -0.074254999999999988 0.054425000000000008 -0.076734999999999984 0.083205000000000015 0.05309500000000001 -0.30307999999999996 -0.080899999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 -9 -10 -12 -13 19 15 16 17 -15 -19 -14
right_child=1 -3 3 -5 -6 -7 7 8 10 -11 11 12 13 14 -16 -17 -18 18 -20 -21
leaf_value=-0.00092778151946688924 0.00063988156872653822 -0.00092659004154005756 -0.00048002971176966077 -0.0007491599527518582 -0.00065970382867298731 -0.00060504739484183159 -0.00039472235874873603 0.00030095989028299316 0.0008536415327928085 -0.00088763654360426568 -0.00053707291024307708 -0.00043333638473602791 0.00077972313537972595 -0.00054959486464174799 -0.0003304560263507622 0.00096217173903891692 0.0007829190495506433 -8.6172458697489294e-05 0.00065375706947965796 0.0009116889849543477
leaf_weight=0.0011218739613584701 0.0017923395834663581 0.0010053435450008271 0.0012447944271798397 0.0010007268506140301 0.0010332549353457314 0.0010535644058158452 0.0014430733422845154 0.0013247050473514958 0.0019724402408021141 0.0010326200273095432 0.0011058122327920724 0.0011247698524366719 0.0010009510097689876 0.0010053631361206629 0.0011412522146999476 0.0010975513375136407 0.0013205415126886777 0.0011097258391321585 0.0010773317732442056 0.0010007427194650654
leaf_count=592 438 122 30 91 244 115 221 118 117 481 158 275 135 127 162 201 86 65 28 104
internal_value=0 2.20071e-05 6.36855e-05 1.47155e-05 5.27687e-05 9.14019e-05 0.000132162 0.000177639 0.000231575 -0.000219702 0.000313681 0.000216718 0.000301101 0.000395472 0.000261994 0.000382506 0.000241531 1.75864e-05 0.000278312 0.000845699
internal_weight=0 0.0238869 0.0228816 0.0210892 0.0200885 0.0190552 0.0180017 0.0167569 0.0153138 0.00235733 0.0129565 0.010984 0.00987823 0.00875346 0.00675177 0.00561051 0.00451296 0.00319242 0.00218706 0.00200169
internal_count=3910 3318 3196 2758 2667 2423 2308 2278 2057 599 1458 1341 1183 908 669 507 306 220 93 239
is_linear=0
shrinkage=0.00167351


Tree=2548
num_leaves=15
num_cat=0
split_feature=403 48 484 160 4 133 16 12 16 13 0 0 12 15
split_gain=4.85069e-05 8.24464e-05 7.58215e-05 9.48809e-05 0.000187749 0.000198916 0.00012644 0.000107113 8.61029e-05 7.11565e-05 9.03817e-05 0.00013188 0.00012588 6.28947e-05
threshold=0.09389500000000002 0.12862000000000004 -0.0043499999999999988 -0.080184999999999992 0.28937500000000005 -0.0056849999999999991 -0.008069999999999999 0.10595000000000002 -0.38486499999999996 -0.082014999999999991 -0.017269999999999997 -0.23029999999999998 0.088485000000000022 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 8 -7 -10 11 -11 13 -13
right_child=-2 -3 3 4 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.0021883423911916596 -0.0020804872631017182 -0.0025036943619643989 -0.0038138918948263474 -0.0032354741183945792 0.0042823242274633213 -0.0011683837049600125 0.00062162293108644487 -0.0020224901998149077 0.0031374527114423701 0.0031948829175951349 0.0034392626719597368 -0.00036026254780898847 0.0017370078483902802 -0.0036845054607121093
leaf_weight=0.0010957038718980806 0.0010116187710589855 0.0010688633756839585 0.0010592410619342831 0.0012610060070646434 0.00128436534316717 0.0012609659654554415 0.0013854154852311141 0.0010954190465638112 0.0019786578573167818 0.001198596315418857 0.0011572452607385821 0.0010798814062784878 0.0013975891250108952 0.0010470389370414303
leaf_count=572 307 117 423 563 306 74 228 131 299 32 157 88 407 206
internal_value=0 9.65456e-05 0.000267043 0.000443978 0.000778128 0.00038596 -0.00130023 0.000832996 0.00117597 0.00155212 0.00101868 0.000425596 -0.000516168 -0.00199672
internal_weight=0 0.01737 0.0163011 0.0152054 0.0127608 0.0114764 0.00244466 0.0102154 0.00911997 0.00785901 0.00588035 0.00472311 0.00352451 0.00212692
internal_count=3910 3603 3486 2914 2263 1957 651 1394 1263 1189 890 733 701 294
is_linear=0
shrinkage=0.00966451


Tree=2549
num_leaves=14
num_cat=0
split_feature=11 3 2 457 156 1 2 15 16 1 2 4 15
split_gain=5.18e-05 7.6961e-05 8.23464e-05 6.57653e-05 6.03395e-05 8.85582e-05 0.000124226 0.000109055 9.2165e-05 8.63568e-05 0.000134044 0.000176087 0.000114248
threshold=0.08184000000000001 -0.10628499999999998 0.088405000000000025 -0.068264999999999978 0.086995000000000017 0.085110000000000005 0.10393500000000001 0.088190000000000004 -0.014099999999999998 0.11215000000000001 0.091025000000000009 -0.0010999999999999996 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 8 -5 10 11 -7 -11
right_child=-2 3 -4 4 -6 9 -8 -9 -10 12 -12 -13 -14
leaf_value=-0.00058182243155622464 -0.0024697534449325347 -0.0030890566578435884 0.0038269240034300876 -0.0036426394324859399 -0.0025797212088933116 0.0039672113749813862 -0.0046619246302196816 0.0030059925431375656 0.00088050761795594964 -0.0022981767965875454 0.0050083457837956768 -0.0018952199560514408 0.0026943864486913818
leaf_weight=0.001018281747249372 0.0011720643582692333 0.0010526751621570555 0.0015323460310093379 0.0012915462920371837 0.0011685694335369654 0.0013093247746269222 0.0010421599885158395 0.0012067434894920785 0.0013105952675729268 0.0018627103428685149 0.0015453939451783999 0.001700963106552017 0.0010266444816477427
leaf_count=140 224 271 158 669 361 433 281 375 263 360 148 154 73
internal_value=0 0.000141761 0.00206683 -0.000196464 2.96803e-05 0.000277667 -0.000985696 2.0167e-05 -0.00136451 0.00110085 0.00213152 0.000654645 -0.000524221
internal_weight=0 0.017068 0.00255063 0.0145173 0.0134647 0.0122961 0.00485105 0.00380889 0.00260214 0.00744504 0.00455568 0.00301029 0.00288935
internal_count=3910 3686 298 3388 3117 2756 1588 1307 932 1168 735 587 433
is_linear=0
shrinkage=0.0120166


Tree=2550
num_leaves=14
num_cat=0
split_feature=403 403 0 4 157 14 16 4 1 4 15 151 42
split_gain=4.53697e-05 8.45623e-05 8.06568e-05 0.000104638 0.000134134 0.00010814 9.97195e-05 0.000133104 8.04352e-05 0.000174322 0.000101372 7.26084e-05 7.79614e-05
threshold=0.09389500000000002 0.084405000000000022 0.15480500000000005 -0.065054999999999988 -0.075209999999999985 -0.13131999999999996 0.081265000000000018 -0.14301 0.094385000000000011 0.053925000000000008 -0.106555 -0.0074049999999999993 0.083610000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 11 -10 -11 -7 -13
right_child=-2 -3 -4 4 5 8 -8 -9 9 10 -12 12 -14
leaf_value=0.0015863543720397181 -0.0022662956945510735 0.0031644823504624691 0.0027048347909395996 0.0040128896770640103 -0.0032880793964558748 0.0010153305628146812 -0.0047720757394324491 -0.0035490342976998808 0.004129811592753295 0.0021459916691764641 -0.0017722003250810674 -0.0032276046641400045 0.00053625689842086194
leaf_weight=0.0013193064693525318 0.0010069353790456278 0.001010873901773234 0.0011438695118851988 0.0010004888429261958 0.0011625717876322461 0.0016133266961497724 0.0010403144132687114 0.0010933344545161145 0.0016088430616840919 0.0012830756639580923 0.0020036100229429495 0.0018169203204726073 0.001016651608209281
leaf_count=140 307 84 62 378 117 233 232 923 261 231 192 353 397
internal_value=0 0.000110972 -8.07223e-05 -0.000293733 0.000204951 -0.000157715 -0.00195538 -0.000740845 0.000231828 0.00119433 -0.000242594 -0.00082778 -0.00187718
internal_weight=0 0.0171132 0.0161023 0.0149584 0.0115055 0.010505 0.00345296 0.00241264 0.00934243 0.00489553 0.00328669 0.0044469 0.00283357
internal_count=3910 3603 3519 3457 2162 1784 1295 1063 1667 684 423 983 750
is_linear=0
shrinkage=0.0108838


Tree=2551
num_leaves=20
num_cat=0
split_feature=1213 14 124 123 4 133 3 12 13 48 4 160 16 1 151 2 16 3 16
split_gain=0.000400602 0.000339278 0.000219898 0.00027127 0.000281134 0.000295131 0.000189753 0.000196953 0.000295216 0.000207336 0.000114275 0.000123807 0.000163684 0.000228503 0.000202914 0.000306706 0.000117266 0.000104522 1.91935e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.11158000000000001 1.0000000180025095e-35 -0.49837999999999999 -0.085714999999999986 -0.15653499999999998 -0.0089849999999999982 -0.26418499999999995 0.12649500000000002 -0.0037349999999999992 -0.078454999999999983 -0.033174999999999989 0.085990000000000011 -0.0088999999999999982 0.086650000000000019 -0.008734999999999998 -0.087544999999999998 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 10 16 -12 13 -13 -15 18 17 -10 -16
right_child=1 -3 -4 -5 5 6 7 8 9 -11 11 12 -14 14 15 -17 -18 -19 -20
leaf_value=-0.0009903011076325323 -0.00074225508347061154 -0.00090834420444009371 0.00080409635537184428 0.00071509754963848353 0.00064893870053499075 0.00061050593038520856 -0.00075233906565235831 0.00080114226030372879 -0.00015131664599008421 -0.00076504340903822395 -0.00040903132276295565 -0.00054664928160855165 0.00064300243738660734 -0.00038429532956776137 0.00017888699664179533 0.0010387620742064196 3.0404251143873021e-05 -0.00088412734646473186 -0.00014040766186371127
leaf_weight=0.0010999428129154316 0.0013549947260349899 0.0010091782962248419 0.0010312579051011466 0.0014464828768187684 0.0018764605096772543 0.0011380162615984872 0.001101454012839371 0.0010598177003472405 0.0010059337027425025 0.0011480554716749572 0.001242379185506487 0.0014109320946307097 0.0014586669260850393 0.0011473359274045691 0.0010012394026412963 0.0012976813999461545 0.0018894720717087653 0.001093478689258961 0.0010262292205052148
leaf_count=592 152 125 40 301 387 123 154 85 190 82 180 124 195 58 34 51 479 538 20
internal_value=0 2.2526e-05 6.38555e-05 2.86745e-05 -2.03524e-05 3.14107e-05 -3.66692e-05 -8.30402e-05 -3.3166e-05 -9.76066e-05 -3.66638e-05 6.99582e-05 0.00015101 2.90307e-05 0.00021064 0.000415921 -0.000266125 -0.000533001 1.72719e-05
internal_weight=0 0.0237391 0.0227299 0.0216986 0.0202521 0.0188972 0.0170207 0.0158827 0.0147812 0.0137214 0.0125733 0.00858446 0.00734208 0.00588342 0.00447249 0.00332515 0.00398888 0.00209941 0.00202747
internal_count=3910 3318 3193 3153 2852 2700 2313 2190 2036 1951 1869 662 482 287 163 105 1207 728 54
is_linear=0
shrinkage=0.0016407


Tree=2552
num_leaves=14
num_cat=0
split_feature=39 3 48 50 0 3 16 43 3 13 160 15 15
split_gain=4.90827e-05 0.000116553 0.000116294 0.000100694 0.0001074 0.000174479 0.000143359 0.000127397 0.000118728 8.88244e-05 8.68066e-05 7.97886e-05 0.000172795
threshold=0.005105000000000001 0.15165000000000003 0.11119000000000002 0.088425000000000017 -0.099864999999999995 -0.074234999999999982 0.24895000000000003 -0.089949999999999988 -0.089604999999999976 -0.017604999999999999 0.086110000000000006 0.035895000000000003 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -6 -9 -2 11 12 -1
right_child=9 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.00020788119612136742 -0.00092404980524821568 0.0031592063392920471 -0.0041460475462415519 -0.0038901206438789137 -0.0043683062022197867 -0.0050764876329271649 0.0042890168335305793 0.0030499340759560581 -0.0025249967073760204 0.0040790011794624055 -0.0017742648178985022 -0.0007742762515002829 0.005987291133069993
leaf_weight=0.0016531598455926111 0.0010965236002370908 0.0014551341556923976 0.0013812246977648037 0.0011301262736254586 0.0012677102633946152 0.0013723384926813487 0.0010326652249174305 0.0014067353861872754 0.0011124842259140201 0.0012181351569887917 0.0011397539192635475 0.0011246651670799787 0.0017129316124596446
leaf_count=109 239 175 135 597 319 403 285 234 841 220 91 102 160
internal_value=0 -0.000279518 -0.000628609 -0.00025352 9.4109e-05 -0.00106491 7.73515e-05 -0.00107114 0.000588052 0.00170891 0.0013687 0.00216638 0.0031489
internal_weight=0 0.0157889 0.0143338 0.0129526 0.0118224 0.00619193 0.0048196 0.00378693 0.00251922 0.00231466 0.00563051 0.00449076 0.00336609
internal_count=3910 3451 3276 3141 2544 2082 1679 1394 1075 459 462 371 269
is_linear=0
shrinkage=0.0127521


Tree=2553
num_leaves=21
num_cat=0
split_feature=1213 14 13 13 2 13 131 52 157 39 160 52 4 457 13 4 2 1 160 15
split_gain=0.000417798 0.00031781 0.000180155 0.0002079 0.000308419 0.000229025 0.000193332 0.000381516 0.000216427 0.000192448 0.000193709 0.000336276 0.000149289 0.000141047 0.000137091 0.000141451 0.000214088 0.000237644 0.000114768 8.58177e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.091229999999999992 -0.52445999999999982 0.099990000000000009 -0.123625 0.097135000000000013 -0.24456499999999998 -0.077044999999999988 0.084535000000000013 -1.0000000180025095e-35 0.14114500000000005 0.022820000000000003 -1.0000000180025095e-35 -0.0024749999999999993 0.25367000000000006 0.096325000000000008 0.092550000000000007 -0.11047499999999999 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -4 -9 10 18 13 -6 -12 -15 16 17 19 -10 -16
right_child=1 -3 6 4 12 -7 -8 8 9 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=-0.00099608029837869923 -0.00032421551211737171 -0.00085642083574405533 -0.0007606321829289616 -0.0004355368004476869 0.001379938588667969 0.00061926317352692742 0.00063852825149625565 0.00066391256268827608 -0.00018712471264475936 0.00062550545278376973 -0.00063886557651333627 0.00087599342939278916 0.00050638115679949231 -0.00040373565285882452 0.00078434537124595378 0.00064325780411291856 -0.00056451782218778926 -0.00046549624831163306 -0.00090616998177564057 0.00020673716166576167
leaf_weight=0.0010763443025195224 0.0010072421298978895 0.0010061998452454693 0.0017633738070787714 0.0011248352147080806 0.0010051798891870245 0.00101156099441477 0.001115500200410304 0.0012765959520327471 0.0013073450620168306 0.0010714632570494745 0.0010620783324188929 0.0010435976968514718 0.0010196215753020838 0.0018220085128972576 0.0010695554392773921 0.0010274467392649422 0.0013385956261433574 0.0010680446358813933 0.0010243363233274497 0.0017618115549300501
leaf_count=592 53 122 365 94 81 109 212 289 274 269 67 60 110 540 26 94 82 41 293 137
internal_value=0 2.83696e-05 6.72121e-05 0.000331503 0.000490224 6.38998e-05 -9.73661e-06 -5.32043e-05 3.06705e-05 -2.87865e-05 -8.47594e-05 1.09155e-05 0.000940045 -8.77553e-05 -1.53813e-05 9.7553e-05 -9.48817e-06 0.000181043 -0.00050301 0.00042493
internal_weight=0 0.0239264 0.0229202 0.00516844 0.0041612 0.0021364 0.0177518 0.0166363 0.0148729 0.0135963 0.0125248 0.0101931 0.0020248 0.00914954 0.00808746 0.00626545 0.00523801 0.00389941 0.00233168 0.00283137
internal_count=3910 3318 3196 447 394 203 2749 2537 2172 1883 1614 1047 191 987 920 380 286 204 567 163
is_linear=0
shrinkage=0.00160853


Tree=2554
num_leaves=18
num_cat=0
split_feature=1213 14 1374 124 123 4 133 12 13 48 457 49 0 160 13 47 0
split_gain=0.000385693 0.000249342 0.000175209 0.000163434 0.000180663 0.000276327 0.000283348 0.000174659 0.000221626 0.00027074 0.000207555 0.000241306 0.000215344 0.000219631 0.00025305 0.000245439 0.000191102
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094679999999999986 0.095200000000000021 1.0000000180025095e-35 -0.49837999999999999 -0.085714999999999986 -0.0089849999999999982 -0.26418499999999995 0.11930500000000001 0.082870000000000013 -0.049989999999999993 -0.15291499999999997 -1.0000000180025095e-35 -0.083924999999999986 0.09550500000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 10 11 -10 -13 -14 -15 16 -16
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 12 13 14 15 -17 -18
leaf_value=-0.0010775304425043538 -0.00059189417755613758 -0.00084109568206120768 -0.00078758444685721825 0.00082726113332731938 0.00072896543757594795 0.00075992263454153857 -0.00067012353384252965 0.00087860934893630989 -0.00063618402851704065 -0.00083881984286652601 0.00067259747996321266 0.00072464350054911211 -0.00059440261966436448 0.00084670842534350765 -0.00086806180070363322 0.00065149991623636059 4.6068512924170199e-05
leaf_weight=0.0010578529048770489 0.0012010456447395504 0.0010059945697529762 0.0012434489644424845 0.0010186436526320028 0.0013277345679596408 0.0018829249024904264 0.0011295202639973858 0.0010315487401371089 0.0016904063224348733 0.0011357843849573177 0.0017022609772389128 0.0015470585133083841 0.0016779004053241453 0.0013180922555225414 0.0012664812187869173 0.0011551708329085031 0.0018416553805876692
leaf_count=592 66 131 152 66 279 385 149 81 150 95 132 64 605 170 340 68 385
internal_value=0 4.09529e-05 8.09777e-05 0.000119519 8.33813e-05 3.73523e-05 9.63763e-05 1.57479e-05 6.96729e-05 7.09555e-06 8.58541e-05 -9.29812e-06 0.000111034 -1.97342e-05 0.000153025 -6.14424e-05 -0.000326415
internal_weight=0 0.0231757 0.0221697 0.0209686 0.01995 0.0186223 0.0173788 0.0154959 0.0143664 0.0133348 0.012199 0.0104968 0.00880636 0.0072593 0.0055814 0.00426331 0.00310814
internal_count=3910 3318 3187 3121 3055 2776 2624 2239 2090 2009 1914 1782 1632 1568 963 793 725
is_linear=0
shrinkage=0.00181146


Tree=2555
num_leaves=15
num_cat=0
split_feature=158 159 157 48 130 133 52 0 1 43 12 16 4 2
split_gain=4.59121e-05 8.81187e-05 8.9493e-05 8.51545e-05 0.000102398 0.000110621 0.000163366 0.000172243 0.000102918 7.89628e-05 9.04925e-05 7.68958e-05 4.42996e-05 4.16747e-05
threshold=0.087355000000000016 0.087945000000000009 -1.0000000180025095e-35 0.11930500000000001 -0.0015749999999999998 -0.0023199999999999996 0.11588000000000002 -0.077944999999999987 0.094385000000000011 -0.092484999999999984 0.095295000000000019 -0.09601999999999998 0.0021050000000000005 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 11 -9 -11 -7 -13 -10
right_child=-2 -3 3 -5 5 6 -8 9 13 10 -12 12 -14 -15
leaf_value=-0.0030081748255144304 -0.0022393738302933894 0.0027411870028264144 -0.0027215950232990643 -0.0029246324540811823 -0.0021312264978623186 0.0012869343118432975 -0.0020295748471223225 0.0014980242220776739 0.0038846430699591133 0.0070142560023488745 0.0025052234037049289 -0.0036405786769783269 -0.00051165372013135769 0.00078257394554824263
leaf_weight=0.0011745873369013093 0.0010419723324176988 0.0013893617602992485 0.0011792898457759051 0.0010157023058900471 0.0015042253916933935 0.0013862929912842182 0.0017482606775549329 0.0014166058695928782 0.0010386806074435678 0.0010833957054338815 0.0010270620036986963 0.0010227870453184008 0.0011262232235094982 0.0010136893746443862
leaf_count=524 388 298 296 121 638 111 363 111 111 242 177 360 53 117
internal_value=0 0.000113732 -0.000118239 0.000114863 0.000342761 0.000634965 0.00101801 0.00160255 0.000413855 0.00348572 0.00481992 -0.000711595 -0.00200082 0.0023525
internal_weight=0 0.0171262 0.0157368 0.0145622 0.0135465 0.0123672 0.010863 0.00911474 0.00558767 0.00352706 0.00211046 0.0035353 0.00214901 0.00205237
internal_count=3910 3522 3224 2700 2579 2283 1645 1282 752 530 419 524 413 228
is_linear=0
shrinkage=0.0108838


Tree=2556
num_leaves=19
num_cat=0
split_feature=1213 124 4 403 42 160 474 483 457 151 16 15 151 15 4 13 4 12
split_gain=0.000438667 0.000175228 0.000165104 0.000196773 0.000269532 0.000215304 0.000347858 0.000514487 0.000230644 0.000165072 0.000217144 0.000171301 0.000243614 0.00022445 0.00024125 0.000130566 0.000121017 0.000139837
threshold=-1.0000000180025095e-35 0.11158000000000001 -0.49837999999999999 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.083090000000000011 -0.0034949999999999994 -0.084019999999999984 -0.49150499999999991 -0.10469999999999999 0.056555000000000001 -0.053579999999999996 0.011185000000000002 -0.0088749999999999992 -0.054534999999999993 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -7 -10 -11 -12 13 14 -13 -5 17 -15
right_child=1 -3 3 15 5 8 -8 -9 9 10 11 12 -14 16 -16 -17 -18 -19
leaf_value=-0.0010879881027202798 -0.0005413910981438778 0.00072166864936703884 -0.00068745585033736412 0.00095801029458939934 -0.0013398740213363364 -0.00057843271187209343 0.00044474662757197137 0.00016756531172413969 -0.00034520116072925353 0.00091305426086455061 -0.00035438232957028917 0.0012399168108465442 -0.00038044851388068684 0.00083361771954387515 0.00023971270482428043 0.00014963490457680715 -0.00024740381979082218 -1.9334614769144755e-05
leaf_weight=0.0010136808756657468 0.0014420175781367185 0.0010015490324450501 0.001523119301682938 0.0010082691774059294 0.0013880376757585801 0.0010984223817988451 0.0011881615238726051 0.0011673808699110572 0.0012667336605818634 0.0013781754185703829 0.0013312952746092387 0.0015068668152037313 0.0012381850290719143 0.0010476551163249893 0.0012239575898384536 0.0012574424005694354 0.0013246748733943942 0.0011072180198963832
leaf_count=592 171 40 630 120 401 151 215 254 145 139 155 157 41 73 73 133 148 272
internal_value=0 3.74325e-05 5.55472e-06 4.48807e-05 -1.42767e-05 4.87556e-05 -0.000303387 -0.000651237 0.000154022 0.000224443 0.00029548 0.000198539 0.000297363 0.000432501 0.000791625 0.000509372 0.000150654 0.000395353
internal_weight=0 0.0224992 0.0214976 0.0200556 0.0177899 0.0162668 0.00374358 0.00255542 0.0125232 0.0114248 0.010158 0.00877985 0.00744856 0.00621037 0.00273082 0.00226571 0.00347955 0.00215487
internal_count=3910 3318 3278 3107 2854 2224 870 655 1354 1203 1058 919 764 723 230 253 493 345
is_linear=0
shrinkage=0.00167351


Tree=2557
num_leaves=15
num_cat=0
split_feature=52 1 133 0 48 160 133 49 42 1 4 1 16 0
split_gain=4.52485e-05 9.56182e-05 8.29639e-05 9.69828e-05 8.17113e-05 0.000232597 0.000143994 0.000144535 7.95509e-05 0.00012207 8.242e-05 6.588e-05 4.97168e-05 2.49664e-05
threshold=-0.40083499999999994 0.13860500000000003 0.10681500000000001 -0.060094999999999989 0.087945000000000009 0.088485000000000008 -0.090054999999999982 -0.084114999999999981 0.084100000000000022 0.092550000000000007 0.028075000000000006 0.10937500000000001 0.20277000000000003 0.059810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 9 10 -9 -11 13 -5
right_child=1 -3 -4 12 5 -7 7 8 -10 11 -12 -13 -14 -15
leaf_value=-0.002416376716202792 -0.0037709168386529826 0.0037025083823007949 -0.0034146258177734715 0.002263488826662133 -0.0047980063220291382 0.002060468042803504 -0.0034095684400047292 0.0022875801992186225 -0.00094134832127250974 -0.0022235659679232453 0.0064791542743230322 0.0019833184789959713 0.0041869724167079569 -0.000348794739654337
leaf_weight=0.0010717778315395199 0.0011439636571645533 0.0010168113599981895 0.0010195160552855373 0.0010561027119042618 0.0018067951911903404 0.0011805718578625779 0.001024302591160927 0.0019932245623571839 0.0015618523148410099 0.0010320489235224883 0.001026120268142805 0.0011217725582229015 0.0010201629891106179 0.0010570867547707325
leaf_count=401 402 182 502 164 310 84 126 556 734 100 70 85 85 109
internal_value=0 0.000129057 -9.74224e-05 0.00012768 -0.000367927 -0.00208762 0.00020909 0.000795866 0.00143545 0.00215304 0.00371208 -3.24988e-05 0.00200844 0.000956739
internal_weight=0 0.0170603 0.0160435 0.015024 0.0118907 0.00298737 0.00890328 0.00775932 0.00673502 0.00517317 0.00301934 0.00215382 0.00313335 0.00211319
internal_count=3910 3509 3327 2825 2467 394 2073 1671 1545 811 626 185 358 273
is_linear=0
shrinkage=0.0120166


Tree=2558
num_leaves=14
num_cat=0
split_feature=1 150 150 151 4 16 16 1 4 4 4 15 3
split_gain=4.91623e-05 9.75799e-05 9.81017e-05 9.12164e-05 9.80053e-05 0.000149351 0.000150286 0.000130241 9.72678e-05 8.18349e-05 0.00012519 7.68725e-05 8.95305e-05
threshold=0.085835000000000009 0.077110000000000012 0.11315500000000002 -0.030624999999999996 0.24280000000000004 -0.088504999999999986 0.054425000000000008 0.11327500000000001 -0.029114999999999999 -0.15333499999999997 -0.49837999999999999 -1.0000000180025095e-35 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 5 -5 8 -6 -7 10 -1 -11 -13
right_child=1 2 -4 4 7 6 -8 -9 -10 11 -12 12 -14
leaf_value=-0.0016559303671665677 -0.0026789817782610151 0.0036567375502401149 -0.00030396827335006443 -0.0036351604812375716 -0.00037830960488350799 0.0044271928779820013 -0.0018107047294238703 0.0043772028973759342 0.00010886987061311404 -0.0029656373307715583 0.0027818828809243043 -0.0024169819414740766 0.0010358161739008197
leaf_weight=0.0011109606934344152 0.0011572619876928925 0.0015421828129572081 0.0010028988966338118 0.0011224373376168611 0.0011150597666672037 0.0010079676761784112 0.0015648908307801315 0.0011235600748103114 0.0010195893827300035 0.0018471163337240564 0.0013913347256322428 0.0012550027481345281 0.0017437511086615615
leaf_count=75 136 221 128 145 64 309 318 264 125 1018 91 523 493
internal_value=0 0.000411991 0.00209601 -0.000116437 0.000310043 -0.000496369 0.000484326 0.00200848 0.00225566 -0.000636095 0.000811597 -0.00138365 -0.000409208
internal_weight=0 0.0106558 0.00254508 0.00811077 0.00695351 0.00471489 0.00359245 0.00223862 0.00202756 0.00734817 0.0025023 0.00484587 0.00299875
internal_count=3910 1710 349 1361 1225 897 752 328 434 2200 166 2034 1016
is_linear=0
shrinkage=0.0098578


Tree=2559
num_leaves=14
num_cat=0
split_feature=130 15 133 3 12 3 12 3 52 16 0 3 1
split_gain=4.45906e-05 8.84123e-05 0.000228055 0.000124953 8.61242e-05 0.000165527 0.000131043 0.000100859 8.99777e-05 8.26821e-05 0.000143154 6.58255e-05 5.66806e-05
threshold=-0.081969999999999987 0.079360000000000014 0.083815000000000014 -0.078884999999999997 0.085845000000000019 -0.010319999999999998 0.10333000000000002 -0.10315499999999998 -0.074484999999999982 -0.19424999999999998 -0.15137999999999999 0.10666500000000002 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 12 7 -6 11 -10 -11 -7 -2
right_child=1 2 -4 -5 6 8 -8 -9 9 10 -12 -13 -14
leaf_value=0.0023090585916424626 0.0019020968324906188 -0.0068697795463373117 0.0024626926930074707 -0.0013050421115168333 0.00019545518136157759 -0.0041192281175215116 0.0017805379829702948 -0.0041389437799273015 -0.0013649648211610757 0.0045371152933226131 -0.00029582406130814289 -2.0589059802504998e-06 0.0055707908330490724
leaf_weight=0.0010362954094542262 0.0012117928991378988 0.0010612348091476979 0.0010768550991522297 0.0010923865121946338 0.0011761870831282217 0.0010119346008614846 0.0014529692667215703 0.0018311456954686065 0.0015177827449540313 0.0014940234676039665 0.0018058705323576443 0.0010613867643672892 0.001047339536039396
leaf_count=161 331 681 416 255 171 146 252 703 236 70 156 65 267
internal_value=0 -0.000159412 -0.00187715 -0.00404716 0.000248298 0.000889769 -0.00106765 -0.00244373 2.96323e-07 0.000866106 0.00189228 -0.00201154 0.00360291
internal_weight=0 0.0168409 0.00323048 0.00215362 0.0136104 0.00915013 0.0044603 0.00300733 0.006891 0.00481768 0.00329989 0.00207332 0.00225913
internal_count=3910 3749 1352 936 2397 1271 1126 874 673 462 226 211 598
is_linear=0
shrinkage=0.01155


Tree=2560
num_leaves=14
num_cat=0
split_feature=11 48 0 51 2 159 40 16 52 12 403 15 0
split_gain=4.49516e-05 5.65362e-05 0.000195331 8.91865e-05 6.37649e-05 0.000172376 0.000150823 0.000122171 0.000136044 7.50716e-05 9.66861e-05 0.000179334 7.00855e-05
threshold=0.08184000000000001 0.091555000000000011 -0.19631499999999999 0.089355000000000004 0.11260500000000001 0.090705000000000022 -1.0000000180025095e-35 0.41476000000000007 0.091715000000000005 0.092365000000000017 0.082370000000000013 1.0000000180025095e-35 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 9 10 11 12 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0035486993514695533 -0.0020555173770439505 -0.0018735562340302209 0.0036090236759265646 -0.0030485561118064313 0.0020841416936470489 -0.0043557703615793213 0.0037859160872412518 0.0041233945432564362 -0.0031017469731305105 -0.0014767248964405553 0.004288595166560172 -0.002808610924543993 0.00048758165440874085
leaf_weight=0.0010684147386369478 0.0011485396034322968 0.0012280957718573404 0.0018611686750905883 0.0011239729537724378 0.0015920047044961924 0.0010296873945692458 0.0014285047554317722 0.0010441059588148505 0.0011787520680818474 0.0012781537032973966 0.0010578640070803835 0.0011965300554649672 0.0015076283918757105
leaf_count=188 224 62 383 298 392 274 96 85 493 327 129 519 440
internal_value=0 0.000127271 0.0014295 -0.0001706 9.06537e-05 -0.000203484 0.000234587 0.000699651 0.000232206 0.000839734 0.00141016 0.000673344 0.00209231
internal_weight=0 0.0165949 0.00308926 0.0135056 0.0123816 0.0107896 0.00975995 0.00869154 0.00764743 0.00646868 0.00519053 0.00413266 0.00293613
internal_count=3910 3686 445 3241 2943 2551 2277 2089 2004 1511 1184 1055 536
is_linear=0
shrinkage=0.0106704


Tree=2561
num_leaves=20
num_cat=0
split_feature=1213 14 1374 4 376 52 50 158 48 12 1 2 2 1 0 0 13 3 1
split_gain=0.00047065 0.000378223 0.000229992 0.000190911 0.000205702 0.000212587 0.000181789 0.000221237 0.000248293 0.00027917 0.000225667 0.000357492 0.000376047 0.000309716 0.000196671 0.000367214 0.00026132 0.000150819 7.78512e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.094679999999999986 -0.51381999999999983 0.048375000000000008 0.28122000000000008 0.096405000000000005 0.087355000000000016 0.11930500000000001 -0.023959999999999995 0.11198000000000001 0.10869000000000002 0.10274500000000002 0.092550000000000007 -0.10071499999999999 -0.084074999999999997 -0.013465 -0.057849999999999992 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 11 12 13 14 18 -16 -17 -12 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 17 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.0010137932619182768 -0.00055435204603227568 -0.00088700915147819806 -0.00046710204286467476 -0.00048839113356085055 0.00070977906653721021 -0.00054413985529517595 0.00070575998948390695 -0.00059751377588232023 -0.00058927478901748046 0.00029263614152169284 0.00034427323844761818 -0.00050182265289136713 0.0011268626887215702 -0.00045584247746444827 -0.00066122894757472759 0.00085042716197160893 -2.6150302236975463e-05 0.0011195389297744675 0.00082335736765396937
leaf_weight=0.0010736368981026359 0.0013258639450510748 0.0010267422251346156 0.0012986914823735823 0.0013094369902960984 0.0014301699378016881 0.0011445617402196856 0.0012751323027204503 0.0010203042239638983 0.0010322290787208579 0.0010559441146422649 0.0013605679091555495 0.0016349603519943143 0.0011091131605194824 0.0015494442753729576 0.0011232821127041765 0.0014602502641456409 0.0018337881679120691 0.0010727105334845102 0.0017649651545781353
leaf_count=592 66 122 79 224 175 330 238 256 90 60 92 202 126 110 453 286 257 89 63
internal_value=0 3.17465e-05 7.13797e-05 0.000108292 0.000143579 0.000102572 0.000142363 0.000100901 0.000144601 0.000194195 0.000258198 0.000167919 0.000278561 0.000171494 0.000305785 0.000102129 0.000362437 0.000686049 0.000624694
internal_weight=0 0.0248282 0.0238014 0.0224756 0.0211769 0.0197467 0.0186021 0.017327 0.0163067 0.0152745 0.013965 0.0115317 0.00989679 0.00878767 0.00723823 0.00441732 0.00329404 0.00243328 0.00282091
internal_count=3910 3318 3196 3130 3051 2876 2546 2308 2052 1962 1738 1557 1355 1229 1119 996 543 181 123
is_linear=0
shrinkage=0.00154607


Tree=2562
num_leaves=17
num_cat=0
split_feature=14 123 4 13 12 3 4 1 52 2 3 150 0 403 15 1
split_gain=0.000202327 0.000146103 0.000161924 0.000183369 0.000200928 0.00025622 0.000209223 0.000183309 0.000150825 0.00026392 0.000231222 0.000211843 0.000302991 0.000371334 0.000154421 1.30888e-05
threshold=0.020750000000000005 1.0000000180025095e-35 -0.51381999999999983 -0.26418499999999995 0.092365000000000017 -0.100615 0.08734500000000002 0.11561500000000001 0.13709500000000002 0.11230000000000001 0.10420500000000001 0.087235000000000021 -0.10071499999999999 0.086810000000000012 -0.10312999999999999 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 15 -8 9 10 11 12 14 -14 -7 -6
right_child=-2 -3 3 4 6 8 7 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00067186033247947725 -0.00074828128767840307 0.00050678693363607498 0.00052761582862421237 0.00063303904712310756 -0.00088226682992205159 -8.008652698901485e-05 -0.00046096999887018924 0.00049040660297898356 0.0004302905723488228 -0.0008096362152693171 0.00070525067108046543 -0.00067864156810255253 -0.00079663425591174433 0.00041541530590465955 0.00071596585038444292 -0.00061160104612507677
leaf_weight=0.0010112006013951449 0.0010061676626321727 0.0015959097027952304 0.0017759968208899404 0.0019029646767232218 0.0010013842697621815 0.0010933794890032877 0.0011834703934788943 0.0010892352669051864 0.0017009717797331339 0.0013070914285932484 0.0011237830534672338 0.0014679574795983807 0.001879962859125099 0.0011354957236118235 0.0018159302305118539 0.0010000946949303702
leaf_count=62 153 325 153 177 558 76 118 60 234 117 64 150 1092 132 73 366
internal_value=0 1.90713e-05 -1.89175e-05 1.49805e-05 -3.64517e-05 6.41417e-05 -0.00035247 -5.00557e-06 -2.9796e-05 -0.000109461 -1.99961e-06 -0.00010951 3.15014e-05 -0.000340227 0.000416793 -0.000747021
internal_weight=0 0.0220848 0.0204889 0.0194777 0.0177017 0.0134275 0.00427418 0.00227271 0.0115246 0.0098236 0.00851651 0.00739273 0.00592477 0.00301546 0.00290931 0.00200148
internal_count=3910 3757 3432 3370 3217 2115 1102 178 1938 1704 1587 1523 1373 1224 149 924
is_linear=0
shrinkage=0.00167351


Tree=2563
num_leaves=18
num_cat=0
split_feature=1213 14 4 13 453 15 52 39 160 157 52 52 0 3 4 1 3
split_gain=0.000386832 0.000214654 0.000203713 0.00028615 0.000224281 0.000213946 0.000180537 0.000332868 0.000166991 0.000300943 0.000211381 0.000148138 0.000130025 0.00028755 0.000200192 0.000117836 9.80774e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 -0.51381999999999983 -0.091229999999999992 1.0000000180025095e-35 -0.089594999999999994 -0.27466499999999994 0.005105000000000001 -1.0000000180025095e-35 -0.056824999999999994 0.14114500000000005 -0.081429999999999989 -0.099864999999999995 -0.084014999999999992 0.0066400000000000009 0.094695000000000015 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -5 8 9 -8 11 -10 14 -14 -13 -16 -7
right_child=1 -3 3 4 -6 16 7 -9 10 -11 -12 12 13 -15 15 -17 -18
leaf_value=-0.0010694242466871146 -0.00061505672529418203 -0.00075466842288486428 5.082447785801182e-05 -0.0004869878129697599 -0.00077608903610660912 0.00049438097640292216 0.00039686778282561479 0.00094132350816318068 0.00055381747751328256 -0.0008023590195837026 0.00088242849726918751 -0.00052302474834266114 9.0555007364139791e-05 -0.0010280760819665748 -5.5017639366547856e-05 0.00064571746080814671 0.0011618927299484111
leaf_weight=0.0010129914252860984 0.0012575653919132497 0.001011374286128657 0.0019604088830133225 0.0016779116618250633 0.0010613895244405694 0.0014214285304276408 0.0010139606716614673 0.0013426028543898757 0.001444950742664596 0.0016944945045312835 0.001027659448122443 0.0010218524541595339 0.0018246169002130918 0.0011268366245379561 0.0012057118487687202 0.0018341841261850789 0.0012577019610602314
leaf_count=592 79 137 219 352 83 122 291 304 174 522 75 33 313 390 61 74 89
internal_value=0 2.97671e-05 6.55471e-05 0.000106469 -2.2617e-06 0.00048791 5.17208e-05 0.000118494 2.79e-05 -0.000353406 0.000136773 4.61766e-05 -5.84142e-05 -0.000336528 0.000143676 0.000367785 0.00080774
internal_weight=0 0.0231847 0.0221733 0.0209157 0.0162762 0.00463954 0.0152148 0.0135369 0.0121943 0.00270846 0.00948581 0.00845815 0.0070132 0.00295145 0.00406175 0.0030399 0.00267913
internal_count=3910 3318 3181 3102 2672 430 2589 2237 1933 813 1120 1045 871 703 168 135 211
is_linear=0
shrinkage=0.00174112


Tree=2564
num_leaves=14
num_cat=0
split_feature=13 52 4 132 484 457 39 457 49 0 52 4 16
split_gain=4.20776e-05 0.000109303 0.000101728 9.37691e-05 0.000112752 7.7971e-05 0.000149751 0.000139864 0.000127013 0.000140434 7.75561e-05 0.000159195 2.83615e-05
threshold=-0.091229999999999992 -0.013104999999999999 0.15927500000000003 0.079995000000000011 0.087270000000000014 0.072090000000000015 0.005105000000000001 0.36560000000000009 -0.014479999999999998 -0.053834999999999994 0.071660000000000015 0.05309500000000001 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -7 -2 10 11 -10 -12
right_child=3 2 -4 -5 -6 7 -8 -9 9 -11 12 -13 -14
leaf_value=0.0036537627568783847 -0.004098552182356119 -0.0015797704452143548 0.001931488302957627 0.0025149481837552579 -0.0036111452981713479 0.003550193450762055 0.0023860806418092998 -0.0013224617791573771 -0.0037776445676787392 -0.0033164354906992746 0.0027487619200216376 0.00085869508644913987 0.00044114824970573714
leaf_weight=0.0010200490904202775 0.0012148958410784965 0.0018330934018891531 0.0014252301261307694 0.0010725722772181806 0.001051804138210378 0.0012834555776842756 0.0013500599103918503 0.0010333296422970761 0.0011415382418919311 0.0014727114645587428 0.0010497283961193281 0.0019474439757582937 0.001020924010171835
leaf_count=167 152 249 191 306 299 195 251 31 796 282 214 219 558
internal_value=0 0.000837694 -4.39034e-05 -0.000282812 -0.000521617 -0.000239391 -0.000646532 0.0013769 -0.00116827 -0.000631509 0.000134848 -0.000854672 0.00161101
internal_weight=0 0.00427837 0.00325832 0.0136385 0.0125659 0.0115141 0.0091973 0.00231679 0.00784724 0.00663235 0.00515963 0.00308898 0.00207065
internal_count=3910 607 440 3303 2997 2698 2472 226 2221 2069 1787 1015 772
is_linear=0
shrinkage=0.0098578


Tree=2565
num_leaves=13
num_cat=0
split_feature=484 50 51 403 156 47 43 52 4 1 2 1
split_gain=4.71325e-05 6.23925e-05 6.91933e-05 9.40297e-05 8.36114e-05 7.18701e-05 0.000103931 0.000140978 0.000121299 0.000151603 0.000204149 1.53476e-05
threshold=-0.0043499999999999988 0.098445000000000019 0.08955500000000001 0.087440000000000004 0.091280000000000014 0.11939500000000002 -0.15109999999999998 0.086950000000000013 -0.080874999999999989 1.0000000180025095e-35 0.086650000000000019 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 -10 11 -11
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.0020892641251006026 0.003616028341670349 0.0028186602597658644 -0.0023298272029918482 -0.0028708947042436197 -0.0025785604395199414 -0.0020354473839587894 0.0040050053653472072 -0.0020642081119118818 -0.0023565371328729311 -0.001570539379573866 0.0042784825815545434 0.00030662226521259932
leaf_weight=0.001255750465554875 0.0016006381764603556 0.0010076070737278188 0.0014629670157529995 0.0011253709450831104 0.0010183061106709629 0.0010516891162719597 0.0015670089385190411 0.0019918599400838982 0.0016195254740735444 0.0011461061741135788 0.0019311542476573682 0.0010096624531282657
leaf_count=612 202 307 229 261 296 77 330 569 428 174 246 179
internal_value=0 0.000141674 -3.20766e-05 0.000206986 0.000474748 0.000735639 0.00100385 0.000552575 0.00126919 0.000517926 0.00165699 -0.000691364
internal_weight=0 0.0165319 0.0155243 0.0140613 0.012936 0.0119176 0.010866 0.00926532 0.00727346 0.00570645 0.00408692 0.00215577
internal_count=3910 3298 2991 2762 2501 2205 2128 1926 1357 1027 599 353
is_linear=0
shrinkage=0.0111015


Tree=2566
num_leaves=19
num_cat=0
split_feature=14 157 124 12 51 2 150 47 51 3 12 15 2 48 2 2 4 13
split_gain=0.000241855 0.000169611 0.000155671 0.000193694 0.000187418 0.000253476 0.000203794 0.000233604 0.000161906 0.000188851 0.000174606 0.000147663 0.000181962 0.000133508 0.00011729 0.000272163 9.51813e-05 3.64231e-05
threshold=0.054835000000000009 -0.077044999999999988 0.11158000000000001 0.10852500000000001 -0.032189999999999989 0.086545000000000025 -1.0000000180025095e-35 0.09023500000000001 0.11355500000000002 0.10420500000000001 0.093375000000000014 0.085120000000000015 -1.0000000180025095e-35 0.090910000000000005 0.088585000000000011 0.092175000000000021 -0.0025899999999999994 -0.0049299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 11 -7 8 9 10 13 12 -6 14 -8 -16 -14 -17
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 16 -15 15 17 -18 -19
leaf_value=0.00050406613144433204 -0.00081992563004356213 -0.00053447331942751064 0.00061996598638331107 -0.00065173731175499703 2.6092564052123321e-05 -0.00052155631597711118 0.000561376320132799 0.0010111239218035329 -0.00043952774745526353 0.00075835009760433572 -0.00046247040008432524 0.0002556248809563744 -0.00040577404127693301 0.00075621072608221258 -0.00077459987215829681 0.00048877062561126301 -0.0010923706962368211 5.9680227128600844e-05
leaf_weight=0.0018578691358170111 0.0010035126921924256 0.0017276599131850227 0.0010001721037811778 0.0014217767303212189 0.0014488312145272621 0.0010539119983219445 0.0012024839294160362 0.0010206071637788869 0.001086068298632119 0.0016304554648086285 0.0011752942722393599 0.0011219033002143955 0.0011856610297375199 0.0011467677619913137 0.001002761886584401 0.0011180321520696231 0.00108102636236026 0.0010982802249473499
leaf_count=452 147 448 38 274 199 104 164 109 77 126 255 513 355 60 195 193 117 84
internal_value=0 1.98621e-05 -2.39739e-05 -5.69657e-05 -1.0245e-05 4.5074e-05 0.000179924 0.000250462 0.000168398 0.000247243 0.000123668 -0.00027647 -0.000437136 0.000247383 0.000115415 -5.11738e-05 -0.000733225 0.000276137
internal_weight=0 0.0223796 0.0205217 0.0195215 0.0180997 0.0163721 0.0115347 0.0104808 0.00946014 0.00837408 0.00674362 0.00483742 0.00371552 0.00556833 0.00442156 0.00321907 0.00226669 0.00221631
internal_count=3910 3763 3311 3273 2999 2551 1367 1263 1154 1077 951 1184 671 696 636 472 472 277
is_linear=0
shrinkage=0.00167351


Tree=2567
num_leaves=18
num_cat=0
split_feature=14 124 12 123 48 12 43 3 15 4 3 0 52 150 13 0 3
split_gain=0.000211655 0.000161032 0.000285489 0.000191346 0.000189142 0.000263175 0.000208977 0.000191066 0.000432877 0.000274202 0.000173407 0.000221002 0.000303953 0.000223532 0.000134659 8.93477e-05 8.45872e-05
threshold=0.054835000000000009 0.10230000000000002 0.11655500000000001 1.0000000180025095e-35 0.12649500000000002 -0.0089849999999999982 -0.15109999999999998 0.10420500000000001 -0.097794999999999979 -0.34687499999999999 -0.115685 -0.083424999999999985 -0.091329999999999981 0.087235000000000021 -0.084184999999999996 -0.089879999999999974 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 9 -9 -8 -11 13 -13 14 -12 16 -16
right_child=-2 -3 -4 -5 -6 6 7 8 -10 10 11 12 -14 -15 15 -17 -18
leaf_value=-0.0007477770243459772 -0.00080862234379745356 0.00070926805048154092 -0.00093020188659820118 0.00067786438361914407 -0.00070129195246068307 0.0006603379765661708 -0.00094948712067049199 -0.00031040949307347006 0.00101715948445488 0.0005190629474452126 -0.00018663480879404753 0.00013332402662793891 -0.0011297679335984367 -0.00051193114060525864 -3.1194750824218364e-05 0.00088090085218223927 0.0006056807664090219
leaf_weight=0.0012721230760950808 0.001018547983244771 0.001017849703328604 0.001021132665077292 0.0013511372283956892 0.0011835766760779345 0.0018085294807264002 0.00104442790814203 0.0014215608751937947 0.0017022819572904404 0.0017288199198501253 0.001580199679729723 0.0011033449100345781 0.0013194919590445485 0.0015980742360499414 0.001430222127643343 0.0010173458624936488 0.0012177786017950609
leaf_count=206 147 52 172 289 91 177 169 55 132 126 518 249 849 154 179 296 49
internal_value=0 1.88155e-05 -1.34219e-05 3.16312e-05 -1.33122e-05 3.13199e-05 8.97163e-05 2.16592e-05 0.000413025 -7.98853e-05 2.7171e-06 -9.36163e-05 -0.000554564 6.95723e-05 0.000246729 0.000433561 0.000261695
internal_weight=0 0.0228179 0.0218 0.0207789 0.0194278 0.0182442 0.0169721 0.0151635 0.00312384 0.0120397 0.0109953 0.00926646 0.00242284 0.00684362 0.00524555 0.00366535 0.002648
internal_count=3910 3763 3711 3539 3250 3159 2953 2776 187 2589 2420 2294 1098 1196 1042 524 228
is_linear=0
shrinkage=0.00177594


Tree=2568
num_leaves=14
num_cat=0
split_feature=158 159 157 48 130 133 160 42 0 15 48 2 42
split_gain=4.45363e-05 9.27766e-05 8.44104e-05 8.03653e-05 9.66968e-05 8.79198e-05 0.00013404 0.000145741 8.39839e-05 9.1138e-05 0.000112738 0.000129462 7.87547e-05
threshold=0.087355000000000016 0.087945000000000009 -1.0000000180025095e-35 0.11930500000000001 -0.0015749999999999998 -0.0023199999999999996 -1.0000000180025095e-35 0.088115000000000013 -0.017269999999999997 0.024640000000000006 0.087945000000000009 0.086545000000000025 0.093125000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 9 10 11 -8 -9
right_child=-2 -3 3 -5 5 6 7 12 -10 -11 -12 -13 -14
leaf_value=-0.0031515479699036194 -0.0023432662278670738 0.0030098348563531128 -0.0028512391783621928 -0.0030409171470898756 -0.0019981950009365698 -0.0024184501531850197 8.2224012028971017e-05 0.0064044675298074441 0.0031493688589725611 -0.002509932631607694 -0.0017857688024334607 0.0050404490914635509 0.00204920126990086
leaf_weight=0.001142060233216142 0.0010349564629645583 0.0013666386081848036 0.0011508248346338056 0.0010033456530019374 0.0014688358760660209 0.0013282109106359215 0.0016392874149904536 0.0010392390415976155 0.0014786926710864765 0.0013907188577119561 0.0014055882948099119 0.0012293355447414779 0.0011859182101518974
leaf_count=524 388 298 296 121 638 420 121 98 142 216 125 191 332
internal_value=0 0.000125258 -0.0001297 0.000111301 0.000348806 0.000651513 0.00101535 0.00150216 0.000698172 5.83459e-05 0.000893998 0.00220705 0.00408329
internal_weight=0 0.0168287 0.0154621 0.01432 0.0133167 0.0121658 0.010697 0.00936878 0.00714362 0.00566493 0.00427421 0.00286862 0.00222516
internal_count=3910 3522 3224 2700 2579 2283 1645 1225 795 653 437 312 430
is_linear=0
shrinkage=0.01155


Tree=2569
num_leaves=19
num_cat=0
split_feature=1456 1213 453 11 4 0 403 1 52 2 2 16 12 1 43 0 3 2
split_gain=0.000341144 0.000348637 0.000331273 0.000195195 0.000255269 0.000218303 0.000192362 0.00023877 0.000253111 0.000245948 0.000234072 0.00016828 0.000209745 0.000187931 0.000167593 0.000257311 0.000167548 7.98517e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089560000000000015 0.28937500000000005 0.18055000000000002 0.092300000000000007 0.094385000000000011 -0.27466499999999994 0.10393500000000001 0.097940000000000013 -0.095609999999999987 0.090385000000000007 0.11215000000000001 -0.083094999999999988 -0.10071499999999999 -0.083884999999999987 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -9 10 14 12 -10 -13 -3 17 -17 -16
right_child=1 2 -4 -5 -6 -7 -8 8 11 -11 -12 13 -14 -15 15 16 -18 -19
leaf_value=-0.00096419728549322061 -0.00093241951418206572 0.00026951272982540981 -0.00082597887146838519 -0.00061529933474006697 0.00074383273875783522 0.00082392773116608917 0.00070400520671716948 -0.0004761083071906246 -0.00045131339359289412 -0.00083669626000920389 0.00066369152464687087 0.0010389226512568881 0.00060585986281160985 0.00021151919243301643 0.00019960153545571936 -0.00026335189301396767 -0.0012121003841898748 -0.00033298747605141441
leaf_weight=0.0010639312031066458 0.001062157621368672 0.001870920799252101 0.0011473504883524601 0.0010162396214344815 0.0019199045608010298 0.0011123446151329866 0.0012006256882948199 0.0011563039186124335 0.0011771423562147026 0.0013894720192349783 0.0011237336001249099 0.0017134285762591605 0.0010212557793267685 0.0015002095896063522 0.0019450412641627795 0.0010010395132828654 0.0011837010049836863 0.0014184758929807195
leaf_count=369 555 403 91 129 361 28 127 113 68 245 111 212 37 139 63 258 513 88
internal_value=0 2.36174e-05 6.79662e-05 0.000115124 0.000150925 9.04195e-05 4.43262e-05 -3.67338e-06 0.000248829 -0.000170655 -6.23256e-05 0.000403715 3.97916e-05 0.000652669 -0.000172291 -0.000321271 -0.000777388 -2.5004e-05
internal_weight=0 0.0239593 0.0228972 0.0217498 0.0207336 0.0188137 0.0177014 0.0165007 0.00656834 0.00993238 0.00854291 0.00541204 0.0021984 0.00321364 0.00741918 0.00554826 0.00218474 0.00336352
internal_count=3910 3541 2986 2895 2766 2405 2377 2250 569 1681 1436 456 105 351 1325 922 771 151
is_linear=0
shrinkage=0.00170698


Tree=2570
num_leaves=22
num_cat=0
split_feature=1213 14 403 1 159 1374 160 1 12 1 13 16 16 2 0 42 3 15 0 4 457
split_gain=0.000433846 0.00032001 0.000167095 0.000265832 0.000191168 0.000150444 0.000235723 0.000237012 0.000278405 0.000259125 0.000368238 0.000211344 0.00049158 0.000187577 0.00016684 0.000133989 0.00011522 8.27315e-05 5.58338e-05 5.31883e-05 4.95275e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.03138500000000001 1.0000000180025095e-35 0.107895 -0.094679999999999986 0.083295000000000022 0.12730000000000002 0.084100000000000022 0.092730000000000021 -0.010384999999999998 -0.17157499999999998 0.13514000000000004 0.10274500000000002 -0.083934999999999996 0.090615000000000015 0.11265500000000002 -0.10192499999999999 -0.10131499999999999 -0.0017649999999999999 0.083280000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 9 14 -11 18 -13 20 19 -14 -9 -12 -10 -7 -8
right_child=1 -3 3 -5 -6 6 13 16 11 10 17 12 15 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00097911982652517586 -0.00044901217435867587 -0.00082105673099758833 4.024187593961931e-05 0.0010421018589867729 -0.00062989864199708054 0.00045825971933937239 -3.8608535484502287e-05 0.00080714958504227662 -0.00014943045681693507 0.00060147828997982836 -0.00076660570228656783 -0.0012582072074776992 -0.00042563059714819475 0.0010035630810308822 -2.9696219290506887e-05 0.00032397528584023728 0.0001175799210026504 -0.00018807921404755641 0.00032172139433510924 0.00094183275823710589 0.0004471224823015064
leaf_weight=0.001056654085009808 0.0013122447545015339 0.0010056720003797292 0.0016062841898623606 0.0010448693893420069 0.0010196866012318886 0.0010468999697175185 0.0010065223881931739 0.0011821765593888573 0.0014484387834501275 0.0010823040982388676 0.001223489885858936 0.0014053046393537783 0.0013096121525196028 0.0010761317030387463 0.0010981692218789991 0.0010092167719352729 0.0011355545197274212 0.0011426836543498575 0.0010278591921358267 0.0011310963361771398 0.0010006015084930917
leaf_count=592 62 125 177 77 239 116 162 136 87 119 63 1061 192 110 112 103 95 112 39 61 70
internal_value=0 3.28478e-05 6.96895e-05 0.000435094 2.27952e-05 5.66852e-05 9.28959e-05 1.4034e-05 -6.76045e-05 0.00015028 -0.000145533 -0.00030391 -0.000536666 0.000482768 0.000461651 -9.93819e-05 0.0004693 -0.000487221 4.61348e-05 0.000709393 0.000203541
internal_weight=0 0.0243148 0.0233091 0.00265115 0.020658 0.0196383 0.0183261 0.0152428 0.0129251 0.00672464 0.00344848 0.00620043 0.00372413 0.00308326 0.00327617 0.00231883 0.00231773 0.00236617 0.0024763 0.002178 0.00200712
internal_count=3910 3318 3193 254 2939 2700 2638 2296 2065 583 294 1482 1356 342 289 295 231 175 126 177 232
is_linear=0
shrinkage=0.00154607


Tree=2571
num_leaves=14
num_cat=0
split_feature=1 52 52 0 14 15 16 47 15 0 52 1 4
split_gain=4.76217e-05 9.7183e-05 0.000130606 7.79108e-05 7.67941e-05 7.53259e-05 9.23102e-05 6.82264e-05 0.000116965 0.000110542 0.000184445 0.000107299 4.5897e-05
threshold=0.085835000000000009 -0.27466499999999994 -0.090304999999999983 -0.087614999999999985 -0.13131999999999996 0.085120000000000015 0.18936500000000003 0.09252500000000001 -0.096369999999999983 -0.084154999999999994 -0.0066199999999999991 0.11561500000000001 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 12 -4 6 -5 8 -6 10 -10 -9 -1
right_child=1 2 4 5 7 -7 -8 11 9 -11 -12 -13 -14
leaf_value=-0.005166550862854182 -0.003637567551565368 0.0059059519698583572 -0.0028355847368799103 -0.0032168489141308283 0.0057533148728672644 0.0030191349990640061 0.0015572285415244051 -0.0038347689730989783 -0.0020407427979019666 -0.0033294947699361683 0.0053987983450644629 0.0024422295297488721 -0.0013018312621426995
leaf_weight=0.0010820185773881552 0.0010136603267422778 0.0010163596984384309 0.0012453922886960754 0.0017771621373687081 0.0012535847402635218 0.0013742848231466515 0.0015760581042825756 0.0012643050695700928 0.0012120783895414322 0.0010275802143200593 0.001587401557403419 0.0010105499477299862 0.0015297028968069178
leaf_count=439 199 182 118 554 232 653 249 121 100 466 188 104 305
internal_value=0 0.000591769 0.00103754 -0.000912242 0.000462246 0.000187535 -0.000972969 0.00102062 0.0019461 0.000699022 0.00217773 -0.00104636 -0.00290296
internal_weight=0 0.0106309 0.00961725 0.00733923 0.00860089 0.00472751 0.00335322 0.0073555 0.00508064 0.00382706 0.00279948 0.00227486 0.00261172
internal_count=3910 1710 1511 2200 1329 1456 803 1211 986 754 288 225 744
is_linear=0
shrinkage=0.0143609


Tree=2572
num_leaves=15
num_cat=0
split_feature=11 3 1 3 48 124 16 1 2 13 43 4 1 3
split_gain=4.60704e-05 5.86254e-05 7.37833e-05 6.10662e-05 5.76219e-05 9.75568e-05 0.000101546 0.000166928 0.000229017 0.000125015 0.000100027 8.51848e-05 6.70404e-05 4.76071e-05
threshold=0.08184000000000001 -0.10628499999999998 0.076710000000000014 -0.08824499999999999 -1.0000000180025095e-35 -0.048219999999999992 0.032820000000000009 0.10521500000000002 0.096750000000000017 -0.060719999999999989 -0.078844999999999985 0.0057500000000000008 0.086560000000000012 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 8 10 -8 -7 12 -12 -9
right_child=-2 3 -4 4 5 6 9 13 -10 -11 11 -13 -14 -15
leaf_value=3.3743737965949903e-05 -0.0022041913040295323 -0.0028369910125014934 0.0040007154474093892 -0.0025321637626173473 0.0035210122536160162 0.0039286754449936803 0.00022066917038814047 0.0050602240906527695 -0.0049139344291187406 -0.0042746690948570858 0.00045863880381760643 0.0020831630181489544 -0.0034312599421309465 0.0016487536075242364
leaf_weight=0.0013859912884227046 0.0011536751712903108 0.0010026430323327807 0.0010616853708627326 0.0010143382686927114 0.0010830094283034953 0.0010069836514531938 0.0018267042616923607 0.0010706550261425129 0.0011293042216849701 0.0014020654096720776 0.0011542471223291544 0.0014149460667232105 0.001118694940788395 0.0010282269054773929
leaf_count=138 224 434 160 163 283 376 345 139 287 226 601 114 273 147
internal_value=0 0.000135488 0.00175443 -0.000142557 6.13469e-05 0.000276364 -3.87401e-05 0.000651042 -0.000335636 -0.00173139 0.000765628 -9.80473e-05 -0.00145589 0.00338897
internal_weight=0 0.0166995 0.00244768 0.0142518 0.0132492 0.0122348 0.0111518 0.00792306 0.00582418 0.00322877 0.00469487 0.00368789 0.00227294 0.00209888
internal_count=3910 3686 298 3388 2954 2791 2508 1937 1651 571 1364 988 874 286
is_linear=0
shrinkage=0.0113235


Tree=2573
num_leaves=19
num_cat=0
split_feature=14 157 124 12 51 2 150 47 51 3 12 15 2 48 16 43 42 4
split_gain=0.000254615 0.000185259 0.00018777 0.000185137 0.000197467 0.000220789 0.000254278 0.000256403 0.000217995 0.000231618 0.000196731 0.00013149 0.000212493 0.000125477 9.27689e-05 0.000144521 0.0001134 8.83353e-05
threshold=0.054835000000000009 -0.077044999999999988 0.10385500000000002 0.10852500000000001 -0.032189999999999989 0.086545000000000025 -1.0000000180025095e-35 0.09023500000000001 0.11355500000000002 0.10420500000000001 0.093375000000000014 0.085120000000000015 -1.0000000180025095e-35 0.090910000000000005 -0.090809999999999988 -0.08799499999999999 0.083725000000000008 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 11 -7 8 9 10 13 12 -6 14 16 -16 -8 -14
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 17 -15 15 -17 -18 -19
leaf_value=0.00056582978579248708 -0.00090322258201076908 -0.0005926356540414409 0.00073433509711227397 -0.00069988078587153836 9.2688582045726304e-05 -0.00065637742889844918 -2.0506916364828819e-05 0.001104496757600746 -0.00060579621588460937 0.00088702219714399688 -0.00056345493455695777 0.00025484604312581995 -0.00044623850850091217 0.00080581300073256424 0.00031692167451508426 -0.00058614938359736481 0.00082637225253303986 -0.0011805786101883654
leaf_weight=0.0018958256401395797 0.0010156431058372722 0.0017601073464913802 0.0010120227594095149 0.001402666598089279 0.0014002857514452205 0.0010769383764772647 0.0010354224142349578 0.0010784601669792419 0.001050418077226163 0.0016092183816866848 0.0011410679097865646 0.0011223987682130662 0.0010730575811866505 0.0011144432182834882 0.0011939688161936549 0.0011335747478153227 0.0010399309534389967 0.0010770479253970717
leaf_count=452 147 446 47 274 196 104 108 108 76 126 255 513 355 60 111 290 125 117
internal_value=0 2.42634e-05 -2.62613e-05 -6.61257e-05 -1.64814e-05 4.63254e-05 0.000181509 0.000268303 0.000171522 0.000270282 0.000121227 -0.0002856 -0.000456454 0.00026283 0.000125392 -0.000122898 0.000403853 -0.00081409
internal_weight=0 0.0222169 0.020321 0.019309 0.0179063 0.0161462 0.0114734 0.0103965 0.00931804 0.00826763 0.00665841 0.00467279 0.00355039 0.00551734 0.0044029 0.00232754 0.00207535 0.00215011
internal_count=3910 3763 3311 3264 2990 2544 1363 1259 1151 1075 949 1181 668 694 634 401 233 472
is_linear=0
shrinkage=0.00181146


Tree=2574
num_leaves=14
num_cat=0
split_feature=158 159 15 16 133 52 16 4 47 16 42 2 2
split_gain=4.314e-05 9.01231e-05 7.20913e-05 0.000128916 7.56194e-05 9.13477e-05 0.0001805 9.3598e-05 0.000130117 0.000165817 8.37309e-05 0.000107038 0.000128384
threshold=0.087355000000000016 0.087945000000000009 -0.11739999999999999 -0.40374499999999997 0.10681500000000001 -0.27466499999999994 0.20277000000000003 0.0057500000000000008 0.09252500000000001 -0.094359999999999986 0.086325000000000013 0.091025000000000009 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 10 9 -9 11 12 -7
right_child=-2 -3 4 -5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.00085466491141076217 -0.0019692604492534444 0.002518679914124839 -0.0019615727857119169 -0.0038646968508944386 -0.0024272375482311641 0.0007950437568053385 0.0040535221887756552 0.00045520170196986946 -0.0016431354004784755 0.0051532524876449822 -0.0031060979734185831 0.0020043579452221853 -0.0035872128713407858
leaf_weight=0.0010264321859209682 0.0010326393601866107 0.0013814382579670865 0.0014216607380666641 0.0012443583450232258 0.0010053497187457053 0.0013911173512109569 0.0013598964404557537 0.0017895672260817355 0.0010593171948145574 0.0012330938966987892 0.0010801043202608232 0.0015724595648322764 0.0012188247131950311
leaf_count=171 388 298 370 268 462 437 75 216 62 69 473 250 371
internal_value=0 0.000106662 -0.000109674 -0.00173147 0.000170781 0.000386178 0.000697986 0.000209657 0.00132986 0.00237177 -0.000659253 -2.73557e-05 -0.00125144
internal_weight=0 0.0167836 0.0154022 0.00227079 0.0131314 0.012126 0.0107044 0.00934448 0.00408198 0.00302266 0.00526251 0.0041824 0.00260994
internal_count=3910 3522 3224 439 2785 2323 1953 1878 347 285 1531 1058 808
is_linear=0
shrinkage=0.0098578


Tree=2575
num_leaves=17
num_cat=0
split_feature=14 157 12 150 16 2 1 48 3 47 2 52 52 150 2 12
split_gain=0.00023524 0.000203033 0.000142763 0.000142322 0.000203561 0.00032113 0.000292922 0.000166882 0.000141878 0.000137364 0.000247799 0.000131592 9.81398e-05 0.000177257 0.000277598 0.000123246
threshold=0.054835000000000009 -0.077044999999999988 0.11655500000000001 -1.0000000180025095e-35 -0.063614999999999991 0.11125500000000001 0.11368000000000002 0.088875000000000023 0.097615000000000021 0.09550500000000002 0.086875000000000022 0.09086000000000001 0.090300000000000005 0.087235000000000021 0.083585000000000007 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 8 9 12 10 -6 -12 13 14 -5 -16
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15 15 -17
leaf_value=0.0005065753122544675 -0.00074402977487862904 -0.00048581403589609534 -0.0005513673877433745 -0.00036228040267023741 -0.00077853818359471273 -0.00089299459359176193 0.0007652226542477008 0.00054515987927429934 0.00052383730220767867 0.00027313810284029311 -0.00032916337768714175 0.00035196194846162892 -0.00045150953553578152 -0.00043699055225942927 0.00078598194970749065 0.00013469126176889946
leaf_weight=0.0018773380902389154 0.0010064954172309187 0.0013033807405822264 0.0011608827926827851 0.001347544722897615 0.0014536288161178662 0.0011552288187472691 0.001758561883724725 0.0010828766535703332 0.001350360607379919 0.0015699944360875184 0.0013512973057344113 0.0013607534267711108 0.0010839808205202785 0.0013147662390894602 0.0015364062559923173 0.0012674441028935855
leaf_count=452 147 139 162 324 390 227 270 143 78 96 310 130 376 75 256 335
internal_value=0 2.03385e-05 -2.50825e-05 7.18134e-06 4.36225e-05 -0.000139208 0.000194553 -1.14986e-05 6.7529e-05 -0.000116594 -0.000263479 1.25867e-05 -2.65423e-05 5.77319e-05 0.000214413 0.000491574
internal_weight=0 0.0219744 0.0200971 0.0189362 0.0176328 0.00797378 0.00965906 0.00681855 0.0079005 0.00573567 0.00416568 0.00271205 0.00655014 0.00546616 0.0041514 0.00280385
internal_count=3910 3763 3311 3149 3010 1296 1714 1069 1444 926 830 440 1366 990 915 591
is_linear=0
shrinkage=0.00154607


Tree=2576
num_leaves=18
num_cat=0
split_feature=14 157 124 12 51 2 150 47 51 3 12 2 47 2 2 12 16
split_gain=0.00016969 0.000165203 0.000170334 0.000238964 0.000169429 0.000218353 0.000206707 0.000242698 0.000204997 0.000152921 0.000226612 0.000119818 0.000133692 0.000117123 0.000145669 0.000198554 9.33691e-05
threshold=0.020750000000000005 -0.077044999999999988 0.10143000000000002 0.11540500000000002 -0.032189999999999989 0.086545000000000025 -1.0000000180025095e-35 0.09023500000000001 0.11355500000000002 0.10420500000000001 0.093375000000000014 0.084065000000000015 0.09252500000000001 0.088585000000000011 0.092175000000000021 0.085665000000000005 -0.08286499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 11 -7 8 9 10 13 12 16 -8 -15 -16 -6
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18
leaf_value=0.00049974736068285472 -0.00070527916610687029 -0.00053659251680984656 0.00064828395316343993 -0.00085295465042948724 0.0003695807410041202 -0.00057690903567603647 0.00071090494895796629 0.00099917271236186957 -0.00057120068328247791 0.00069869519505613687 -0.00056269313616742853 -0.00079135556249156178 -0.00061168578091602428 -0.00031370953073514422 -7.4771674447283554e-06 0.00092335805595092032 -0.00029659034864844595
leaf_weight=0.0018346169223567325 0.001012652083995264 0.0017057387104179372 0.0010082856738241599 0.0010761576994589078 0.0014438303361346766 0.001022671442004742 0.00128905963082495 0.0010657092114673529 0.0010500711427873727 0.0016267525063295447 0.0011833551735904307 0.0010414696026839355 0.0011714517656477019 0.0014599310767370241 0.0017362036377672457 0.0010849791285009736 0.0010654015712572643
leaf_count=452 153 456 53 176 286 103 167 114 81 126 303 362 112 211 185 128 442
internal_value=0 9.47668e-06 -3.54265e-05 -7.1666e-05 -2.48165e-05 2.8934e-05 0.000155661 0.000227039 0.000139781 0.000228869 0.0001157 -0.000280192 -0.000135555 0.000259821 0.000123998 0.000350506 8.67294e-05
internal_weight=0 0.0218657 0.0200311 0.0190228 0.0179466 0.0162409 0.0115187 0.0104961 0.00943035 0.00838028 0.00675353 0.00472215 0.00368068 0.00557017 0.00428111 0.00282118 0.00250923
internal_count=3910 3757 3305 3252 3076 2620 1418 1315 1201 1120 994 1202 840 691 524 313 728
is_linear=0
shrinkage=0.00170698


Tree=2577
num_leaves=19
num_cat=0
split_feature=1213 14 124 123 133 12 4 151 160 484 3 1374 457 49 2 43 12 13
split_gain=0.000424222 0.000211407 0.000180761 0.000186377 0.000275403 0.000202699 0.000203156 0.000202211 0.000230438 0.000219335 0.000176895 0.000163158 0.000153614 0.00020638 0.000297109 0.000128611 0.000173653 0.000123605
threshold=-1.0000000180025095e-35 0.020750000000000005 0.10385500000000002 1.0000000180025095e-35 -0.085714999999999986 -0.0089849999999999982 -0.23071499999999998 -0.090394999999999989 -1.0000000180025095e-35 0.085815000000000016 -0.10628499999999998 -0.094679999999999986 0.082870000000000013 -1.0000000180025095e-35 0.099015000000000006 -0.074254999999999988 0.083715000000000026 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 10 -8 9 -9 -7 -10 13 -13 15 17 -17 -15
right_child=1 -3 -4 -5 5 6 7 8 11 -11 -12 12 -14 14 -16 16 -18 -19
leaf_value=-0.0010100612735349523 0.00056596445113293913 -0.00068443047563969699 0.00072889521580433102 0.00060599233154306554 -0.00068258980320845173 5.1423594107116542e-05 -0.00047212296536658312 -0.00087143915020910579 -0.00036260811445009724 0.00014648712436574486 -0.00075846495165973402 -0.00025750391000381131 0.0008197934610399705 0.00080350312033452837 0.00099291628147111155 0.00029404086569786525 -0.0005856593268092616 3.8472519963557481e-05
leaf_weight=0.0010589642295421612 0.0019581016237470985 0.0010229583531487499 0.0010082303859336511 0.0013702133310995171 0.0012936907404690499 0.0012166046267021446 0.0016436702157572878 0.0010576759487769061 0.0010729319194169315 0.0011358544513859307 0.0016362672940031199 0.0018230651339522438 0.001268788804055454 0.0011432717585471153 0.0014554403324275739 0.0012820977558851768 0.0010611068500352462 0.0010467044473505722
leaf_count=592 392 137 49 293 161 116 200 512 25 175 130 206 61 132 206 33 358 132
internal_value=0 3.07123e-05 6.32642e-05 3.19996e-05 -7.13856e-06 -6.90112e-05 -2.18843e-05 5.78876e-05 0.000128445 -0.000344336 -0.000413089 0.000230584 0.000300674 0.000216358 0.000360611 0.000157601 -0.000104326 0.000437855
internal_weight=0 0.0234967 0.0224737 0.0214655 0.0200953 0.0181372 0.0168435 0.0139906 0.0123469 0.00219353 0.00285287 0.0101534 0.00908048 0.00781169 0.00598862 0.00453318 0.0023432 0.00218998
internal_count=3910 3318 3181 3132 2839 2447 2286 2040 1840 687 246 1153 1128 1067 861 655 391 264
is_linear=0
shrinkage=0.00160853


Tree=2578
num_leaves=13
num_cat=0
split_feature=15 15 159 40 47 3 2 0 16 16 2 42
split_gain=4.64997e-05 8.37213e-05 8.66334e-05 8.23106e-05 9.06462e-05 8.46694e-05 0.000154306 0.000151742 0.00014379 0.000113969 6.79916e-05 0.000173929
threshold=-0.24219999999999997 -0.11739999999999999 0.090705000000000022 -0.064864999999999992 0.09550500000000002 0.10420500000000001 0.097775000000000015 -0.070174999999999987 -0.083144999999999983 -0.014099999999999998 0.088210000000000025 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 10 -10 11 -5
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0019720132968066247 -0.0030924767291053918 -0.0025123539992443645 -0.0033523102014029172 -0.0027986949591648881 0.0031131927921245507 0.002676049846785124 -0.0033976784092503024 0.0048018855988509199 -0.0052201655113842853 2.4347597772021308e-05 0.0037990776925255483 0.0039906652625453995
leaf_weight=0.0016022930076742053 0.0013907624313306529 0.0013993039371180847 0.0010449460892509197 0.0012957090067272268 0.0018671891951516908 0.0017195753776436127 0.0018958036671722633 0.0010660139321794588 0.0011836941996871179 0.0013130132116261229 0.0011708294998317263 0.0010077379689099782
leaf_count=317 297 212 331 228 184 140 512 166 611 498 168 246
internal_value=0 -0.000215908 5.14452e-05 0.000306979 0.000622094 0.000185445 -0.000294 0.000542147 -0.000218354 -0.00246209 0.00139405 0.000171591
internal_weight=0 0.0163546 0.0149638 0.0139189 0.0125196 0.0106524 0.0089328 0.007037 0.00597098 0.00249671 0.00347428 0.00230345
internal_count=3910 3593 3296 2965 2753 2569 2429 1917 1751 1109 642 474
is_linear=0
shrinkage=0.0122569


Tree=2579
num_leaves=18
num_cat=0
split_feature=1213 14 157 453 160 50 0 1374 42 15 160 160 133 43 4 1 1
split_gain=0.000456509 0.00039744 0.000201455 0.000251765 0.00022625 0.000336809 0.000332833 0.000203896 0.000171877 0.000230784 0.000204077 0.000238338 0.000240597 0.000314646 0.000233622 0.000418196 6.0976e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.077044999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.09525500000000002 -0.035699999999999989 -0.095439999999999983 -1.0000000180025095e-35 -0.017214999999999998 0.10150000000000002 0.083295000000000022 0.085835000000000009 -0.074254999999999988 0.24280000000000004 0.092550000000000007 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -4 -6 9 -9 11 12 13 16 15 -15 -10
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0010605802082578127 0.00060970057474782834 -0.00098602065343035301 -0.00075490703798439501 -0.00076021612107233009 -0.00056949001845001026 0.0010170708194392544 0.00036755277035207385 -0.00084268592991014728 0.0010913422858764665 0.00011986912805328569 -0.00047761153416751482 0.00080817275459281793 -0.00039733867311127045 0.0003640629404297509 0.00061852370917699843 -0.00076702240656237341 0.00054995180104373473
leaf_weight=0.0010875582341623438 0.001724705546551574 0.0010003401397458969 0.001939923786866497 0.0010409725136065742 0.0012022915784637425 0.0011044716780993702 0.001122647228719559 0.0010420174524557319 0.0010861792642843341 0.0018807460022336473 0.0010284224403363249 0.0019402873113537758 0.0016244964740095794 0.0019138861257559452 0.0014891482527313693 0.0016287607365930157 0.0011560275683573516
leaf_count=592 438 122 670 91 34 154 101 241 35 335 147 131 259 150 164 146 100
internal_value=0 2.62951e-05 7.04678e-05 2.65996e-05 6.72287e-05 0.000140794 -0.000343447 8.02756e-05 0.000133096 -0.000223299 0.000220872 0.000287146 0.000173538 0.000301032 7.32447e-05 -0.000155963 0.000812214
internal_weight=0 0.0239253 0.022925 0.0212003 0.0201593 0.0170967 0.00306257 0.0159923 0.01479 0.00292276 0.0118672 0.0108388 0.0088985 0.007274 0.0050318 0.00354265 0.00224221
internal_count=3910 3318 3196 2758 2667 1896 771 1742 1708 576 1132 985 854 595 460 296 135
is_linear=0
shrinkage=0.0016407


Tree=2580
num_leaves=20
num_cat=0
split_feature=1213 14 123 133 130 48 13 13 2 48 150 43 0 2 52 16 3 4 42
split_gain=0.000394858 0.000197819 0.000164277 0.000288429 0.000221211 0.000272803 0.000225599 0.000154588 0.00019034 0.000119372 0.000175211 0.000205987 0.000319431 0.000136439 0.000176962 0.000136016 0.000119158 0.000101649 4.79004e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 1.0000000180025095e-35 -0.085714999999999986 -0.0015749999999999998 0.12738500000000003 -0.49820499999999995 -0.098524999999999988 0.10066500000000002 0.095825000000000007 0.090965000000000004 -0.15648499999999999 -0.053834999999999994 0.085355000000000014 0.0033900000000000002 -0.074204999999999979 -0.078884999999999997 -0.0010999999999999996 -0.087904999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 -5 6 -6 8 -8 10 11 18 13 17 15 -15 -2 -13 -9
right_child=1 -3 -4 4 5 -7 7 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0011302948685220345 0.0002265504867386807 -0.00076910744080043358 0.00061609707122634559 -0.00087217547639461461 -0.00076969516779692678 -0.00084517233608470774 -1.9850773066146706e-05 0.00032250427019697969 0.0010516227057286113 0.00058766445215340066 -0.00056290957829947135 0.00079127955389587099 -0.00079390008279646798 -0.00088315909518092847 0.00042391745153967186 -1.0130492593151488e-05 0.001083443116876632 0.00010522141084806615 0.00089054198184072657
leaf_weight=0.0010394599156185657 0.0011098742043209459 0.0010056729836969902 0.0017271797194423994 0.0010554104616205184 0.0010489707995453524 0.0012200964763157121 0.0010455991960715049 0.0010274865208874107 0.0012340303318350149 0.0012320353152829302 0.001716776083963715 0.0013582091200056347 0.0016083688877004225 0.0011127895918911759 0.0013676454663866279 0.0013463690085046365 0.001106231365906373 0.001612768202705523 0.0010001161453558919
leaf_count=592 218 131 321 204 42 77 68 85 107 134 204 335 267 91 343 319 180 144 48
internal_value=0 3.29659e-05 6.81437e-05 2.35073e-05 -5.01173e-05 -1.73203e-06 5.98483e-05 0.000115407 0.000560169 3.96444e-05 -1.59236e-05 7.40779e-05 -5.34257e-05 0.000121772 -0.000108874 -0.000405183 0.000654293 0.000418859 0.000602689
internal_weight=0 0.0239356 0.02293 0.0212028 0.0189867 0.0179313 0.0167112 0.0156622 0.00227963 0.0133826 0.0121505 0.0104338 0.00840615 0.00679778 0.0038268 0.00245916 0.00221611 0.00297098 0.0020276
internal_count=3910 3318 3187 2866 2468 2264 2187 2145 175 1970 1836 1632 1499 1232 753 410 398 479 133
is_linear=0
shrinkage=0.00184769


Tree=2581
num_leaves=15
num_cat=0
split_feature=41 2 156 158 457 151 1 1 0 0 2 47 2 0
split_gain=4.72556e-05 5.56108e-05 5.8874e-05 6.49098e-05 0.000103997 0.000109367 0.000138322 0.000196378 0.000195752 0.000109007 0.000162645 9.51257e-05 8.20913e-05 9.13213e-05
threshold=0.078535000000000008 -0.0098549999999999974 0.090135000000000007 1.0000000180025095e-35 -0.067474999999999993 0.056555000000000001 0.076710000000000014 0.089075000000000015 -0.084074999999999997 -0.19631499999999999 0.11362000000000001 0.10783500000000001 0.10113500000000002 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 -6 -9 11 -11 13 -10
right_child=-2 2 -4 -5 5 -7 7 9 12 10 -12 -13 -14 -15
leaf_value=0.0028023928624526773 -0.002555417934925273 -0.0033583741218276325 -0.0028169619337934581 -0.0027022119045503946 -0.0041145201906845116 -0.0028474834224703907 0.0058514597451960488 -0.0022111444821500854 -4.6697608670497863e-06 -0.0012053615222273641 0.006071702213580661 0.0032176577219455798 -0.001228497451653734 0.0050111006492683007
leaf_weight=0.0010526839388858037 0.0010041264367186544 0.0010057075570512547 0.0010376006705175638 0.0010746409855440344 0.0015164625891350147 0.0011710892901772131 0.0015684094078212418 0.0011802776384405855 0.0010268898368852872 0.0018041034299475884 0.0010249560059678213 0.0011495218512820315 0.0013676214272748052 0.0010706436340749857
leaf_count=220 195 245 344 401 664 78 189 89 467 431 190 74 245 78
internal_value=0 0.000127083 -4.89562e-05 0.000143024 0.000363222 0.000653816 0.00100401 0.00212792 -0.000513754 0.000995886 0.00194728 0.000516034 0.00106206 0.00255553
internal_weight=0 0.0170506 0.0159979 0.0149603 0.0138857 0.01288 0.0117089 0.00672727 0.00498162 0.00515886 0.00397858 0.00295363 0.00346515 0.00209753
internal_count=3910 3715 3495 3151 2750 2505 2427 973 1454 784 695 505 790 545
is_linear=0
shrinkage=0.0120166


Tree=2582
num_leaves=18
num_cat=0
split_feature=1213 124 4 403 42 160 457 484 2 4 3 0 0 48 3 15 43
split_gain=0.000396671 0.000164365 0.000163405 0.000180983 0.000238523 0.000171344 0.000170518 0.000209248 0.000142883 0.000169665 0.000168135 0.000157346 0.000205548 0.000179076 0.000199142 7.55983e-05 7.31569e-05
threshold=-1.0000000180025095e-35 0.11158000000000001 -0.49837999999999999 0.03138500000000001 -1.0000000180025095e-35 -0.11175999999999998 -0.0034949999999999994 -0.0043499999999999988 0.11230000000000001 0.15927500000000003 0.12046500000000002 -0.23029999999999998 -0.10209999999999998 0.086065000000000016 -0.077894999999999978 -0.053579999999999996 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 9 11 -10 -9 -13 14 -14 -16 -5
right_child=1 -3 3 16 5 6 7 8 10 -11 -12 12 13 -15 15 -17 -18
leaf_value=-0.0010131445125309791 -0.00054094693368013391 0.0006806495042996993 -0.00065452509778340994 0.00016483951741555036 -0.00056009936274189185 -0.00045138040002239447 -0.00052249427992485747 0.00070948656554800269 0.00035540192169025269 0.00073656962807023922 -0.00042329517511032329 -0.00040920878381262097 -0.00043489717302143714 0.00087239449639737923 0.00064454349607662696 5.0836881927142236e-05 0.00077087074367580941
leaf_weight=0.0010251612905950508 0.001403795881807497 0.0010001073345697253 0.0014474930393943699 0.0010074018498755222 0.0011868894665823778 0.0014333656218087206 0.0011634742963796034 0.0013134713231011102 0.0012695794638583587 0.0019433936144107123 0.0018113239536982958 0.0016641607855131229 0.0012566012078148413 0.0010141328563389174 0.0012738874930195987 0.001055843005024021 0.0011463361728859247
leaf_count=592 171 40 630 145 343 244 349 24 207 167 129 113 373 102 41 132 108
internal_value=0 3.05386e-05 1.43729e-07 3.81468e-05 -1.61091e-05 4.02864e-05 8.71698e-05 0.000143246 0.000204708 0.000304084 -0.000102409 0.000193173 8.49203e-05 0.000263665 9.15307e-05 0.000375473 0.000487402
internal_weight=0 0.0223913 0.0213912 0.0199874 0.0178336 0.0163861 0.0151992 0.0137659 0.0126024 0.00952149 0.0030809 0.0075781 0.00626463 0.00460046 0.00358633 0.00232973 0.00215374
internal_count=3910 3318 3278 3107 2854 2224 1881 1637 1288 952 336 785 761 648 546 173 253
is_linear=0
shrinkage=0.0016407


Tree=2583
num_leaves=18
num_cat=0
split_feature=14 157 0 16 150 160 15 4 133 47 3 47 2 16 52 4 52
split_gain=0.000184852 0.000193729 0.000161791 0.000189289 0.000336994 0.000336813 0.00038334 0.000281887 0.000168169 0.000243302 0.000166636 0.000190537 0.000186324 0.000123248 0.000133135 0.00020232 0.000216394
threshold=0.020750000000000005 -0.077044999999999988 0.18055000000000002 -0.055679999999999993 -1.0000000180025095e-35 0.085065000000000016 -0.07142999999999998 0.40359500000000004 -0.090054999999999982 0.09550500000000002 0.10856000000000002 0.085165000000000018 0.092450000000000018 -0.49150499999999991 0.090300000000000005 -0.082054999999999975 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 8 -6 13 11 12 -8 -10 15 -15 -17
right_child=-2 2 -4 5 7 -7 10 -9 9 -11 -12 -13 -14 14 -16 16 -18
leaf_value=0.00051257274007930793 -0.00071369702859010349 -0.00085993068811852913 0.00060832927096285655 -0.0011886971302103226 -0.00051336386278403733 0.00050428017450970559 -0.00073914321371881689 0.00084651815265496505 0.00046848614771144637 0.00082211669124583608 -0.00080545629296717772 0.00054072887751348069 0.00018377568672799243 0.0005670045095151914 -0.00063395804500018913 0.00026930602572232995 -0.00056248047258651112
leaf_weight=0.0019972289240096563 0.0010191629022057022 0.0010235847588813086 0.0010449497511602962 0.0014697023653283403 0.0013168187581281297 0.0012655252545645049 0.001275344059447279 0.0013971457161123827 0.0013606854876043895 0.0012167905700095627 0.0010119966741664044 0.0011062708057172355 0.0011789630494247749 0.001386635944290635 0.0010393174427413172 0.0015960820073897533 0.0019414328992200143
leaf_count=452 153 64 44 339 354 253 356 267 85 89 48 81 278 290 284 87 386
internal_value=0 1.48963e-05 -3.32818e-05 -6.75124e-05 5.94094e-05 -0.000280765 -0.000445189 0.000143019 4.33121e-05 0.000129139 -0.000206213 -3.58943e-05 -0.000295805 1.40117e-05 -8.96858e-05 2.51912e-05 -0.000187189
internal_weight=0 0.0226285 0.0206312 0.0195863 0.0122785 0.0073078 0.00604228 0.0112549 0.00985776 0.00854094 0.00457257 0.00356058 0.00245431 0.00732415 0.00596347 0.00492415 0.00353751
internal_count=3910 3757 3305 3261 1906 1355 1102 1842 1575 1221 763 715 634 1132 1047 763 473
is_linear=0
shrinkage=0.00167351


Tree=2584
num_leaves=15
num_cat=0
split_feature=52 123 12 1 12 48 4 3 2 1 15 3 12 12
split_gain=5.07378e-05 9.22766e-05 9.00824e-05 0.000123507 0.000140782 8.84365e-05 0.00013426 0.000139004 0.000118814 8.77943e-05 0.000123922 0.000123356 8.31368e-05 6.89141e-05
threshold=0.18936500000000003 1.0000000180025095e-35 -0.023959999999999995 0.12485500000000001 0.10852500000000001 0.11379500000000002 0.15927500000000003 0.10223 0.10393500000000001 0.092550000000000007 -0.096369999999999983 -0.078494999999999995 0.088325000000000015 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -8 10 -4 12 13 -12
right_child=-2 -3 3 -5 -6 -7 8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.003088378311392281 -0.0020038668555366242 0.0029506617925959197 0.0030590256548263775 0.0036649946193698089 -0.003907315108540612 -0.0027945530981956209 0.0054502737712676828 0.0035322924061136499 0.00044758377066000108 -0.0033405531454143642 0.0008332252001446162 -0.003009405861812516 0.0019465447353075398 -0.0030749606503818095
leaf_weight=0.0010576708165266303 0.001357563832699092 0.0012328586469226291 0.0011514688078216179 0.0010481972341756995 0.0010407323610165465 0.0010425432472730431 0.0010367176167493395 0.0010539925818807703 0.0011293736750735556 0.0011339490536325936 0.0010028388651213711 0.0018925075350684903 0.0018555160249758198 0.0010532415433199523
leaf_count=200 449 321 163 141 211 81 74 93 105 290 240 294 585 663
internal_value=0 0.000141031 -8.24632e-05 0.000137691 -0.000138374 0.000179179 0.000453304 -0.00011256 0.00284193 -0.000587452 -0.000138621 -0.000772999 0.000309019 -0.00116877
internal_weight=0 0.0167316 0.0154987 0.0144411 0.0133929 0.0123521 0.0113096 0.00914351 0.00216609 0.00808952 0.00695557 0.0058041 0.0039116 0.00205608
internal_count=3910 3461 3140 2940 2799 2588 2507 2328 179 2235 1945 1782 1488 903
is_linear=0
shrinkage=0.0106704


Tree=2585
num_leaves=18
num_cat=0
split_feature=1213 1456 453 4 15 48 150 16 42 3 43 16 15 47 4 2 12
split_gain=0.000455174 0.000385477 0.000255299 0.00021412 0.00023216 0.000196754 0.000197971 0.000154453 0.000168295 0.00015871 0.000319254 0.00014674 0.000103978 0.000157998 0.000126818 9.45236e-05 9.30134e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 -0.11739999999999999 0.090910000000000005 0.086420000000000011 -0.083144999999999983 0.060615000000000009 -0.075679999999999983 -0.15426499999999996 -0.077034999999999978 -0.017214999999999998 0.09550500000000002 -0.23071499999999998 0.11230000000000001 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 16 10 -9 -5 13 -11 -14 -7 -6
right_child=1 2 -4 11 5 15 -8 9 -10 12 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.001172848764194724 -0.0010380996184030627 -0.0007172748728591728 -0.00075368853403694962 0.00089437649256202871 -0.00033867362945921912 0.00075170193294815527 -0.00052256613877443001 0.00035622385583446528 0.00077760714438191575 -0.00066476717915280135 -0.00090702774446030853 8.0569751308611875e-05 -7.3339806510689108e-05 0.00029514591726496301 0.0006797766210652268 8.2363581002842988e-05 0.00036349059146081631
leaf_weight=0.001025532403363282 0.0010067027821247026 0.0011441660965845436 0.0010860189584143134 0.0017785731566153282 0.0010290980248694988 0.0019597669498734654 0.0018364434430934102 0.0010525340810140201 0.0018497406275317235 0.0010214373440857426 0.0015754233304807975 0.0011510940353625389 0.0012309579225437961 0.0011493477620210246 0.0016511197420673992 0.0010075484918609205 0.0014106098806350928
leaf_count=592 332 201 91 339 81 154 217 100 211 144 748 97 82 42 207 100 172
internal_value=0 3.6467e-05 8.57865e-05 0.000129517 5.67409e-05 0.000109537 2.03691e-05 0.000103665 0.000373611 -4.70904e-05 -0.000401078 0.000574624 0.000137016 -0.00015653 0.000358115 0.000524429 6.73093e-05
internal_weight=0 0.0229406 0.0219339 0.0208479 0.0179182 0.016774 0.0138067 0.0119703 0.00428945 0.00768082 0.00262796 0.00292967 0.00505286 0.00217079 0.00288208 0.00296732 0.00243971
internal_count=3910 3318 2986 2895 2459 2258 2004 1787 464 1323 848 436 475 186 289 254 253
is_linear=0
shrinkage=0.00177594


Tree=2586
num_leaves=20
num_cat=0
split_feature=1213 1456 0 403 4 52 453 1 42 4 1 147 0 14 1 48 1 160 4
split_gain=0.000360816 0.000288242 0.000249447 0.000299854 0.000238541 0.000302748 0.000214788 0.000198559 0.000177451 0.000159631 0.00020837 0.000142877 0.0001417 0.00018135 0.000199805 0.000217616 0.000147037 0.000161326 7.94441e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.18055000000000002 0.03138500000000001 -0.065054999999999988 0.098910000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10018999999999999 0.079945000000000016 1.0000000180025095e-35 -0.074904999999999985 -0.24487499999999998 0.094385000000000011 0.11028500000000001 0.086560000000000012 0.08234000000000001 0.060350000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 8 -5 -6 10 -3 12 13 -10 16 -16 17 -15 -14
right_child=1 2 -4 7 6 -7 -8 -9 11 -11 -12 -13 18 14 15 -17 -18 -19 -20
leaf_value=-0.0010273681681298361 -0.00086346238042698555 0.00056080212424332169 0.00084671540089768977 0.000172285902026852 -0.00039211721107920738 -0.0012215139759914008 -0.00067857004032102243 0.0011814889960661333 -0.00061580099647340879 -0.00071117143908422777 -0.00045674798868430096 0.00080988834887592959 0.00021274648887179863 -0.00034711928576773712 0.00086768489996547006 -5.2908108958231247e-05 -0.00049777007787585954 0.00049993592349025342 0.00090328017358290663
leaf_weight=0.0010756486593231076 0.0011055373030400785 0.001375861841708792 0.0012189811604290139 0.0014513025635614343 0.0018745559410006185 0.0010854927748876753 0.0011569886543851817 0.0010668966224277598 0.0011621337994111589 0.0011264010909506012 0.001178295718045029 0.0010846516970309398 0.0010729263009514156 0.0012155478745525996 0.0018751111025421246 0.0014255771018601912 0.0018054863409419086 0.0017022273074855654 0.0010298467331924593
leaf_count=592 332 62 42 164 328 154 87 77 42 435 230 143 191 364 206 67 148 88 158
internal_value=0 2.30908e-05 6.40857e-05 2.2039e-05 -5.00973e-05 -0.000397311 5.73247e-05 0.000599859 0.000117082 -0.000154233 9.13812e-05 0.000194224 0.00013507 3.98739e-05 0.000134837 0.000470078 -9.9434e-05 0.000147052 0.00055094
internal_weight=0 0.0250138 0.0239083 0.0226893 0.0201711 0.00476605 0.0154051 0.0025182 0.0142481 0.00368056 0.00255416 0.0123735 0.0112889 0.00918608 0.00802395 0.00330069 0.00472326 0.00291778 0.00210277
internal_count=3910 3318 2986 2944 2703 881 1822 241 1735 727 292 1407 1264 915 873 273 600 452 349
is_linear=0
shrinkage=0.00177594


Tree=2587
num_leaves=20
num_cat=0
split_feature=1213 14 157 453 160 0 50 4 39 403 12 43 13 15 15 48 4 1 15
split_gain=0.000492405 0.000364552 0.000205175 0.000211518 0.000210382 0.000336917 0.000332027 0.000202391 0.000206463 0.000123686 0.00012321 0.000218879 0.00027475 0.000147895 0.000142665 0.000278547 9.85159e-05 0.00021866 0.000136482
threshold=-1.0000000180025095e-35 0.056865000000000006 -0.077044999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.035699999999999989 0.09525500000000002 0.27020000000000005 0.097470000000000015 0.087440000000000004 0.10595000000000002 -0.17307499999999998 -0.07409499999999998 1.0000000180025095e-35 0.035895000000000003 0.086125000000000021 0.0057500000000000008 0.086560000000000012 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 10 11 -6 14 16 15 -13 17 -14 -18
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 18 -19 -20
leaf_value=-0.001160318838846105 0.00063276590303624396 -0.00099572236640568974 -0.00081013851219163434 -0.00073727740331034199 0.00089890168916346004 0.0003776748781362621 0.0010544135448761114 0.00064778564117172965 -0.00071323456883527194 -0.00048111782546492085 -0.00034853783593834936 -0.00030627764861724616 0.00025084761763262224 -0.00060344004901953367 0.0010171818566074033 0.00091328053946191029 -0.00010974241566976835 -0.00082294685713147546 0.0007236636819432364
leaf_weight=0.0010967767008196244 0.0018519575271476385 0.0010021495786196382 0.00188129072375714 0.00103986029322256 0.0011678457165507075 0.0011766965845761675 0.0011308773726433968 0.0016940685199674206 0.0011003668257374413 0.0011243799151333953 0.0014801232881210416 0.001239514400112612 0.0013022951225465686 0.001454210178239268 0.0010923961823685602 0.0010475602910207105 0.0012747293855383535 0.0010292383337079068 0.0011182650190368904
leaf_count=592 438 128 670 91 56 101 154 283 65 111 118 162 91 346 117 101 45 186 55
internal_value=0 3.24399e-05 7.68416e-05 2.86276e-05 6.78341e-05 -0.000353074 0.000142425 7.84656e-05 1.16322e-05 7.14661e-05 0.000122368 0.00018735 0.00010041 -0.000117905 0.000499559 0.000252323 3.15429e-05 -0.000223171 0.000279715
internal_weight=0 0.0242078 0.0232057 0.0213537 0.0203139 0.00305799 0.0172559 0.016125 0.0144309 0.0133306 0.0122062 0.0107261 0.00955821 0.00617874 0.00337947 0.00228707 0.00472453 0.00233153 0.00239299
internal_count=3910 3318 3190 2752 2661 771 1890 1736 1453 1388 1277 1159 1103 723 380 263 377 277 100
is_linear=0
shrinkage=0.00174112


Tree=2588
num_leaves=20
num_cat=0
split_feature=1213 14 124 123 4 133 3 12 48 13 48 2 13 51 4 16 1 43 2
split_gain=0.000551921 0.000235865 0.000171142 0.000195355 0.000283149 0.000321682 0.000212932 0.000258087 0.000210022 0.000170882 0.000208237 0.000183967 0.00019119 0.000125143 0.000151151 0.000124624 0.000238175 0.000212701 8.43292e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.10385500000000002 1.0000000180025095e-35 -0.49837999999999999 -0.085714999999999986 -0.15464999999999998 -0.0089849999999999982 0.12649500000000002 -0.098524999999999988 0.095825000000000007 0.087005000000000013 -1.0000000180025095e-35 0.08955500000000001 -0.0031049999999999997 -0.057604999999999996 0.092550000000000007 -0.07526999999999999 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 9 18 11 15 -13 14 -14 17 -17 -11 -9
right_child=1 -3 -4 -5 5 6 7 8 -10 10 -12 12 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0011504099178485884 -0.00074857341279796106 -0.00073315477953709381 0.00073466706109554946 0.0006406937943688228 0.0006984873813518928 0.00067659620961735788 -0.00080243305964164651 0.00015013991926915335 -0.00066572921472671936 0.00030974667927504448 0.0006110989487450578 -0.00086634100628119059 -0.00045184855184843064 -0.00062493303332456559 0.00032301479627503142 0.00087787451510116404 -0.00011329107968003161 -0.00066402220435940874 0.00080014570569336859
leaf_weight=0.0010936265639234421 0.0012598672317029281 0.0010123031450312353 0.0010152446198533052 0.0013891168570657987 0.0018819338327236102 0.0011168602771759175 0.0011812657964111626 0.0010693750077368407 0.0011932636372266056 0.0012861245817649587 0.0012287960422609776 0.001292437374038685 0.0010764902339936919 0.0010500378322224058 0.0018291553041370834 0.001271376211856752 0.0013409559065407084 0.0011382122337126321 0.0010797914260399222
leaf_count=592 152 125 49 293 386 125 154 56 87 164 115 625 134 55 116 229 172 194 87
internal_value=0 4.17182e-05 7.62731e-05 4.54486e-05 4.70815e-06 5.45627e-05 -1.60805e-05 -6.43196e-05 -5.62898e-06 5.20222e-05 -2.7253e-05 -0.000103521 -0.000318488 -0.000139488 3.59416e-05 0.00012047 0.000369092 -0.000147432 0.000476718
internal_weight=0 0.0237126 0.0227003 0.0216851 0.0202959 0.0190361 0.0171541 0.0160373 0.014856 0.0136628 0.0115136 0.0102848 0.00524812 0.00395568 0.00290565 0.00503667 0.00261233 0.00242434 0.00214917
internal_count=3910 3318 3193 3144 2851 2699 2313 2188 2034 1947 1804 1689 930 305 250 759 401 358 143
is_linear=0
shrinkage=0.0016407


Tree=2589
num_leaves=15
num_cat=0
split_feature=4 13 16 2 40 4 42 133 52 3 2 15 1 2
split_gain=4.7687e-05 6.66711e-05 5.26769e-05 9.00961e-05 0.000161541 0.000118646 0.000151686 7.37016e-05 0.000109188 8.4262e-05 0.000170395 7.3523e-05 7.31196e-05 6.62044e-05
threshold=0.27020000000000005 -0.0064299999999999991 -0.30307999999999996 0.10910500000000002 -1.0000000180025095e-35 0.070230000000000015 0.092145000000000019 0.086895000000000014 -0.092084999999999986 0.094625000000000015 0.085355000000000014 -0.017214999999999998 0.085110000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 -6 10 13 -5 -12 -10
right_child=1 -3 3 11 5 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.0019029329921389981 0.0031289480619825266 -0.0001153304128428615 -0.0039064786268786537 -2.2721708365000298e-05 -0.0032857313711880305 0.0026830388679563422 -0.0039089695662687038 0.0024184439041137536 -3.2432851793270531e-05 0.0027683330298878747 -0.0043260391108730064 0.0034684316663322738 -0.00056605964412914178 0.0032761405190778782
leaf_weight=0.001701527901290128 0.0010931638368188938 0.0015462825350316871 0.0011912275485233869 0.0012170007122516962 0.0010688720609409504 0.001438605219700303 0.0011088595927053651 0.0011475509475017097 0.0014070499522046325 0.0010638132844960069 0.0010694520469570149 0.0012225378118935768 0.0010231915396821945 0.0010813919218818314
leaf_count=171 280 192 194 258 335 71 468 464 326 58 521 196 63 313
internal_value=0 0.00122833 -0.000232112 -2.96166e-05 -0.000399003 2.408e-06 -0.000427502 6.35681e-05 -0.000338939 0.000219042 -0.000372951 0.00172682 -0.00248761 0.00140536
internal_weight=0 0.00263945 0.0157411 0.0140396 0.0116 0.0104088 0.00897018 0.00786132 0.00671377 0.0056449 0.00458109 0.00243954 0.00209264 0.00248844
internal_count=3910 472 3438 3267 2813 2619 2548 2080 1616 1281 1223 454 584 639
is_linear=0
shrinkage=0.010055


Tree=2590
num_leaves=16
num_cat=0
split_feature=52 39 13 48 2 13 160 4 15 12 52 49 12 43 1
split_gain=4.54086e-05 7.83707e-05 8.55636e-05 0.000125144 0.000105174 7.4518e-05 7.10897e-05 0.000113666 0.000107882 8.51777e-05 0.000102242 9.10004e-05 0.00014934 5.26677e-05 1.41808e-05
threshold=-0.40083499999999994 0.005105000000000001 -0.45122499999999993 0.11930500000000001 0.11542500000000001 -0.017604999999999999 -0.078154999999999988 0.15927500000000003 -0.008624999999999999 0.092365000000000017 0.089525000000000007 -0.047309999999999998 0.084100000000000022 -1.0000000180025095e-35 0.091845000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -3 8 9 -4 10 11 -8 14 -9 -13
right_child=1 5 3 -5 -6 -7 7 13 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0022370304073152901 0.0029471199559787504 -6.5001657181500906e-05 -0.0047865501115488705 -0.0040004771560940141 0.0029260220263314447 0.0040456110892214655 0.0015302818631068207 0.00034656317646237383 0.00025342935665234319 -0.0034630470174562863 0.0025967314454644315 -0.0010455229572698978 -0.005003766392201103 0.0035700834270609647 0.00080338939580634641
leaf_weight=0.0010741278592854763 0.0010120975008177215 0.0010399333350290729 0.0010503589762838658 0.0010939466411207252 0.0012834414773842196 0.0011385862438158638 0.0012918791163192252 0.0012061262579852183 0.0010433494224624503 0.0011780308405024229 0.0012692835170464989 0.0010104013594145825 0.0012311036544937004 0.0012957315510622163 0.0010348746456223523
leaf_count=401 80 229 433 92 254 209 103 81 278 551 201 178 683 98 39
internal_value=0 0.000115804 -0.000169944 -0.00039547 -8.9629e-05 0.00208338 -0.000422965 -1.55426e-05 -0.002275 -0.000740038 -0.000190528 -0.000964964 -0.00194884 0.00201605 -0.000110005
internal_weight=0 0.0171791 0.0150006 0.0139885 0.0128946 0.00217852 0.0116111 0.00951743 0.00209371 0.00701557 0.00583754 0.00456826 0.00327638 0.00250186 0.00204528
internal_count=3910 3509 3071 2991 2899 438 2645 1934 711 1755 1204 1003 900 179 217
is_linear=0
shrinkage=0.0111015


Tree=2591
num_leaves=15
num_cat=0
split_feature=42 52 123 4 3 0 2 3 150 4 13 4 4 1
split_gain=4.79491e-05 7.94368e-05 9.84986e-05 8.607e-05 8.01655e-05 0.00019811 0.000131489 0.000273197 0.000160043 0.000135056 0.00013845 0.000123622 0.000114866 9.45971e-05
threshold=-0.11403999999999999 0.18936500000000003 1.0000000180025095e-35 -0.49269499999999994 -0.100615 -0.061994999999999995 0.11230000000000001 0.097615000000000021 0.086765000000000023 0.074650000000000008 -0.076679999999999984 -1.0000000180025095e-35 -0.03614499999999999 0.11368000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 10 -6 12 -12 -8
right_child=1 -3 -4 4 6 -7 13 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0027953883794299759 -0.0036497106697739499 -0.003236287069212565 0.0043900584058527946 -0.00056797896903642685 -0.0046671878140045258 0.0069028233494254519 -0.0060209331806718525 0.0057489687790613069 -0.00514728928227348 0.0043298264626666612 5.8627938694505535e-06 -0.0031372648835576653 0.005753477289592435 -0.00030424236894707339
leaf_weight=0.0010765499183028595 0.0010337477938837632 0.0011812124307768136 0.0010581848062862801 0.0015848587935885575 0.0011853623001173057 0.0011020386766277526 0.0010517795952116596 0.001562795499859701 0.0011375723088511563 0.0012602430418684231 0.0016695383411686211 0.0011276095654400289 0.0010293800704751343 0.0010687360084088368
leaf_count=217 160 424 310 220 728 137 208 112 159 135 636 170 117 177
internal_value=0 0.000149363 0.00040133 0.000116403 0.000398931 0.00249619 -0.000109058 0.000607196 -0.000477265 0.000369734 -0.000626034 0.000625814 0.00219803 -0.00313973
internal_weight=0 0.0170531 0.0158718 0.0148137 0.0137799 0.0026869 0.011093 0.0089725 0.00740971 0.00627213 0.00501189 0.00382653 0.00269892 0.00212052
internal_count=3910 3693 3269 2959 2799 357 2442 2057 1945 1786 1651 923 753 385
is_linear=0
shrinkage=0.0135326


Tree=2592
num_leaves=14
num_cat=0
split_feature=150 151 151 49 4 124 3 4 3 42 133 3 2
split_gain=4.69764e-05 0.00013524 0.000108275 0.000107118 9.13611e-05 8.44347e-05 8.82961e-05 0.000192979 0.000188065 0.000149343 0.000154028 0.000112694 0.0001262
threshold=0.084800000000000014 0.056555000000000001 -0.03268999999999999 -0.073619999999999977 0.40359500000000004 -0.018779999999999995 0.13772500000000001 -0.08422499999999998 -0.10628499999999998 -0.088669999999999985 -0.0056849999999999991 -0.081244999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -4 7 8 -7 -9 -11 -12 -13
right_child=1 -3 4 -5 -6 6 -8 9 -10 10 11 12 -14
leaf_value=-0.0036303937350635851 0.00041442639187858223 -0.0025357404455617176 -0.004045538954398074 0.0065354484792533455 0.003216790292649035 -0.00054879497883179569 0.0035087903520753267 0.0048974018024044779 -0.0077951967712169444 -0.0045932969306202486 -0.0027581239997210984 6.5009892459657622e-05 0.0055257454389583092
leaf_weight=0.0016302555618239014 0.0010526233280104373 0.0010271680976984693 0.0010252932300572485 0.0010417418234770518 0.0014947237756220257 0.0016382695923928339 0.0011815761859606541 0.0013187433083869885 0.0010937908183848355 0.0011433343186266452 0.0010945290417126146 0.0019209326350516911 0.0012992459826973082
leaf_count=363 168 104 116 186 291 268 70 187 425 589 414 347 382
internal_value=0 0.0014864 -0.000339979 0.00345904 6.60796e-05 -0.000335897 1.98862e-05 -0.000413648 -0.00344992 0.000810425 -0.000177049 0.000993193 0.00226825
internal_weight=0 0.00312153 0.0148407 0.00209437 0.0132104 0.0117157 0.0106904 0.00950885 0.00273206 0.00677679 0.00545804 0.00431471 0.00322018
internal_count=3910 458 3452 354 3089 2798 2682 2612 693 1919 1732 1143 729
is_linear=0
shrinkage=0.0135326


Tree=2593
num_leaves=18
num_cat=0
split_feature=14 157 0 12 49 151 0 150 48 48 47 16 3 0 1 3 43
split_gain=0.000190267 0.000210151 0.000199549 0.000245603 0.000140243 0.000132289 0.000191939 0.000169787 0.000156019 0.000146946 0.000181175 0.000184886 0.000178153 0.000250111 0.000145293 0.000126026 0.000116092
threshold=0.056865000000000006 -0.077044999999999988 0.18055000000000002 0.10852500000000001 -0.14917999999999998 0.056555000000000001 -0.074249999999999997 0.090145000000000017 0.082070000000000018 0.08784500000000002 0.09252500000000001 -0.083144999999999983 0.084925000000000014 -0.084304999999999977 0.090355000000000005 -0.075679999999999983 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 9 15 10 11 12 13 -6 -13 -8 -17
right_child=-2 2 -4 -5 5 -7 8 -9 -10 -11 -12 14 -14 -15 -16 16 -18
leaf_value=0.00054785585857687982 -0.00074603042692444432 0.00059090107460044151 0.00064577174061046386 -0.00076597349653015291 -0.00049574879619400174 -0.0005151985548807321 -0.00032415699457218186 0.00041773440532422569 0.00085227141649913405 -0.00066780594055574098 -0.00068890546051941684 -0.00080068810336473119 0.0008053891414206226 0.0005334141961765486 3.1116243266465299e-05 0.00072725955840571529 -2.6448650243474833e-05
leaf_weight=0.0019625047047054532 0.0010023099040605754 0.0010187718676265478 0.0011784879701244337 0.0014016538941578815 0.0014277535618450422 0.0016848757374066442 0.0012769508202188223 0.0013995595840997936 0.0010599338806307861 0.0017371062303778899 0.0013374978847391916 0.0011665385559953821 0.0011286383737380556 0.0013280652554347682 0.0012868425672317996 0.0011601158804535323 0.0012234085896063586
leaf_count=452 144 78 44 276 490 110 355 125 127 257 101 708 58 156 174 64 191
internal_value=0 1.3876e-05 -3.64665e-05 -7.74086e-05 -2.44843e-05 -6.08976e-05 -1.16174e-05 -0.000136997 0.000275562 -0.000219481 -0.000118015 2.46188e-06 0.000234163 2.18357e-07 -0.000364392 0.000108569 0.000340398
internal_weight=0 0.0227787 0.0208162 0.0196377 0.0182361 0.0172173 0.0155324 0.010812 0.00472041 0.00941244 0.00767534 0.00633784 0.00388446 0.00275582 0.00245338 0.00366048 0.00238352
internal_count=3910 3766 3314 3270 2994 2916 2806 2069 737 1944 1687 1586 704 646 882 610 255
is_linear=0
shrinkage=0.00170698


Tree=2594
num_leaves=14
num_cat=0
split_feature=484 52 15 15 457 48 0 1 52 1 4 3 4
split_gain=5.00015e-05 6.60447e-05 9.91123e-05 8.11174e-05 8.27431e-05 0.000114425 0.000125088 0.000182292 0.000130745 8.33415e-05 7.93089e-05 0.000135532 8.05588e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 -0.11739999999999999 -0.0034949999999999994 0.094275000000000012 -0.10575999999999998 0.085990000000000011 -0.27466499999999994 0.092550000000000007 0.0082450000000000006 -0.083144999999999983 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -8 10 11 12 -10
right_child=1 -3 3 4 5 -7 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0023129045718862742 0.0038481186154649197 -0.0028312336751304184 -0.0027081511701788543 -0.0029093528702143069 -0.0012527108931915624 0.0043478645698499041 -0.0043663720182178564 0.0048068176454487003 -0.0002348686999990237 -0.0024383083224410753 0.0037968699449656127 -0.0022956511148048723 0.0040388894655523921
leaf_weight=0.0012757814077687729 0.0010867252112147256 0.0010044376011925813 0.0013600078218780698 0.0010221785348057911 0.0011946457041174243 0.0010992777561697814 0.001089483592054 0.0017926217812889826 0.0012636378513620362 0.0014649716688073617 0.0010279068428128424 0.0019410540605467202 0.0012840372677911699
leaf_count=612 280 353 227 146 101 140 296 170 341 267 90 557 330
internal_value=0 0.000155603 0.00034759 8.5956e-05 0.000374276 0.000650354 0.000282796 0.00238354 -0.000494729 0.000109443 0.000786012 9.65335e-05 0.00191912
internal_weight=0 0.016631 0.0156265 0.0145398 0.0131798 0.0121576 0.0110584 0.00298727 0.00807109 0.00698161 0.00551664 0.00448873 0.00254768
internal_count=3910 3298 2945 2665 2438 2292 2152 271 1881 1585 1318 1228 671
is_linear=0
shrinkage=0.0120166


Tree=2595
num_leaves=17
num_cat=0
split_feature=14 157 51 47 42 150 151 49 43 16 1 12 48 42 2 403
split_gain=0.000196334 0.000183251 0.000138748 0.000186762 0.000132771 0.000160108 0.000222079 0.0001658 0.000130154 0.000198621 0.000251436 0.000207631 0.000190429 0.000117975 0.000116831 0.000111755
threshold=0.020750000000000005 -0.077044999999999988 -0.032189999999999989 0.10843500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.051109999999999996 0.093425000000000022 -0.077544999999999989 -0.055679999999999993 0.085835000000000009 0.091405000000000014 0.088465000000000002 0.093125000000000013 0.086650000000000019 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 15 -6 -7 8 13 10 -10 -11 14 -8 -12 -4
right_child=-2 2 4 -5 5 6 7 -9 9 11 12 -13 -14 -15 -16 -17
leaf_value=0.00056268985770314788 -0.00079568861098007894 -0.00088950127555830556 -0.00071905553152342555 0.00010983356462714895 -0.00053067972897435423 0.00073978231255336028 0.00060228553959652896 0.00075856220119769593 -0.00057279530265533034 -0.0011797232134145622 0.00023991285515961825 -5.9163885158637552e-05 -0.00029710973854715284 -0.00016308713581832682 0.00097256062027132923 4.269925325875129e-05
leaf_weight=0.0018793716159721348 0.0010082572042984092 0.0013368453404261653 0.0013254726200497028 0.0011343659605891343 0.0012409060877823794 0.0018112401669754573 0.0018289174512133429 0.0010172998080748711 0.0015664458313417286 0.001033661178408792 0.0018207073289280549 0.001142150136415096 0.0013264381014015392 0.0010347295589840169 0.0011752063693624341 0.0012078632781312021
leaf_count=452 153 435 671 71 130 290 284 134 327 203 209 122 58 93 95 183
internal_value=0 2.18783e-05 -2.89353e-05 -0.000430774 2.77087e-05 9.24993e-05 0.000148712 5.90911e-05 -6.02188e-06 -0.000123823 4.89777e-05 -0.000591507 0.000274312 0.000325731 0.000527308 -0.00035586
internal_weight=0 0.0218816 0.0200022 0.00247121 0.017531 0.0149977 0.0137568 0.0119456 0.0109283 0.00806461 0.0058888 0.00217581 0.00432235 0.00286365 0.00299591 0.00253334
internal_count=3910 3757 3305 506 2799 1945 1815 1525 1391 1014 689 325 362 377 304 854
is_linear=0
shrinkage=0.00181146


Tree=2596
num_leaves=18
num_cat=0
split_feature=14 157 124 12 43 16 13 12 0 2 4 15 16 42 3 43 42
split_gain=0.000207676 0.000161095 0.00015157 0.000192347 0.000156601 0.000242379 0.00031066 0.000187398 0.000311301 0.000177856 0.000167958 0.000151508 0.000148609 0.000146437 0.000188986 0.000157109 0.000108189
threshold=0.054835000000000009 -0.077044999999999988 0.10230000000000002 0.10852500000000001 -0.074254999999999988 -0.055679999999999993 -0.084674999999999986 0.089995000000000006 -0.10209999999999998 0.089910000000000004 -0.077889999999999987 -0.015439999999999997 -0.19424999999999998 -1.0000000180025095e-35 -0.075954999999999981 -0.15109999999999998 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 13 7 -7 8 9 -6 -10 -8 -11 -3 15 -15 -17
right_child=-2 2 -4 -5 5 6 11 -9 10 12 -12 -13 -14 14 -16 16 -18
leaf_value=0.00050673302002453334 -0.00078358510151461144 -0.00031291327190721945 0.00063159293301139822 -0.00069677945296386695 -0.00069541297054513424 0.00019121310797206147 -0.0014195218468028919 -0.00058386246909012264 9.1753876816441326e-05 -0.00028982505411876021 0.00096668241278147161 -0.00047701496182753287 0.00044641693722554125 0.00072873835842136565 0.00096659419839429858 0.00023902958214433288 -0.00050886415724674334
leaf_weight=0.0018805646844872763 0.0010216727629863342 0.0012261837730066817 0.0010081892383245082 0.0013414621406576044 0.0012792721818357085 0.0011468036996880315 0.0010131969855072843 0.0013042024756198534 0.0011485867673616231 0.0017077682926761595 0.001580256210002115 0.0010558382265437724 0.0016190615866789049 0.0010193401694950643 0.0011750468634279592 0.0013408229533264995 0.001042053737962817
leaf_count=452 147 317 50 274 75 160 170 391 390 150 140 339 77 58 233 307 180
internal_value=0 1.95202e-05 -2.6273e-05 -6.11813e-05 -1.28966e-05 -0.000127617 -0.000535668 2.42753e-05 0.000132406 -0.000143679 0.00059842 -0.000938556 6.84804e-05 0.000221449 0.000364597 0.000156682 -8.80312e-05
internal_weight=0 0.0218886 0.0200081 0.0189999 0.0176584 0.011855 0.00321584 0.00863915 0.00733495 0.0046061 0.00272884 0.00206904 0.00332683 0.00580345 0.00457726 0.00340222 0.00238288
internal_count=3910 3763 3311 3261 2987 1892 669 1223 832 302 530 509 227 1095 778 545 487
is_linear=0
shrinkage=0.00174112


Tree=2597
num_leaves=15
num_cat=0
split_feature=151 15 0 0 133 4 49 43 12 2 2 3 16 4
split_gain=4.47361e-05 8.52574e-05 7.53094e-05 0.000140389 0.000133014 0.000117917 0.000114 9.47629e-05 0.000115111 9.6601e-05 9.31305e-05 0.000201182 0.00017836 2.85364e-05
threshold=0.087190000000000017 0.091915000000000011 -0.084304999999999977 -0.10071499999999999 -0.086869999999999989 0.080255000000000007 0.090775000000000008 -0.17307499999999998 0.084305000000000005 0.098195000000000018 0.089910000000000004 0.088060000000000013 -0.057604999999999996 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 7 10 -6 -9 -10 12 -12 -1 -13
right_child=-2 -3 4 -5 5 -7 -8 8 9 -11 11 13 -14 -15
leaf_value=-0.0038860970146170968 0.0025395350907765481 -0.0033174561443529687 0.0049632612134351455 -0.0046664663874935904 0.0026847564418639959 0.0042202062043688038 -0.003860394071782338 0.0012326046673686046 -0.0056710113147675897 -0.00040579582336059371 0.0064877247301148924 0.0012902588892525293 0.0025150927070711078 -0.0016475105407854464
leaf_weight=0.0015977429794294951 0.001044280842808251 0.0013002362893989967 0.0011775800187204533 0.001255696731303651 0.0011370925105689267 0.0010194727283972336 0.0010833363812990937 0.0015009770215894972 0.0012640332087599168 0.001027068160580763 0.001117453336920685 0.0010727547302535334 0.0012708863539932233 0.0010779991971961722
leaf_count=137 136 610 196 948 121 208 175 267 523 228 147 59 64 91
internal_value=0 -0.000180163 8.1291e-05 -0.000731077 0.00104751 0.000272362 -4.66535e-05 -0.000544148 -0.00151237 -0.00331069 0.000626586 0.00209835 -0.00105018 -0.000182208
internal_weight=0 0.0169023 0.0156021 0.00847587 0.00712622 0.00594864 0.00722017 0.00492917 0.00379208 0.0022911 0.00613684 0.00326821 0.00286863 0.00215075
internal_count=3910 3774 3164 1621 1543 1347 673 1139 1018 751 498 297 201 150
is_linear=0
shrinkage=0.0127521


Tree=2598
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 50 13 0 42 15 1 48 4 52 4 4 0 3 4 52
split_gain=0.000411022 0.000328684 0.000260763 0.000203807 0.000230887 0.0001852 0.000194275 0.000202346 0.000130185 0.000308648 0.000221294 0.000189417 0.000214309 0.000172398 0.000113695 0.000262552 0.000162522 9.93524e-05 4.46052e-05 6.123e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.10030500000000002 -0.51172499999999987 0.10302000000000001 0.083725000000000008 0.088615000000000013 1.0000000180025095e-35 0.086870000000000017 0.08734500000000002 1.0000000180025095e-35 0.0057500000000000008 -0.0025899999999999994 -0.17106499999999999 -0.115685 0.053925000000000008 0.084890000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 10 19 12 -10 14 15 -12 -16 -9 -18 -8
right_child=1 2 -4 -5 -6 -7 7 17 11 -11 13 -13 -14 -15 16 -17 18 -19 -20 -21
leaf_value=-0.0010591226083210619 -0.0009147343608615474 -0.00065811817652632477 -0.00075002607582259201 -0.00061884208749927799 0.0007159986271646359 0.00078440239337905602 -0.00056749035832267592 0.00018571884919694556 -0.00035667551768074873 -0.00089187309261402783 0.00022834215091915811 0.00084596649284866441 0.00052818357347765468 0.00078798155722700801 0.00080173680486357254 -0.0008918665049633275 0.0002412291596592653 0.00090978689448688972 -0.00025742352781245727 -0.00037886729670927945
leaf_weight=0.0010561639439804335 0.0010288719797997411 0.0010597044222806452 0.0010727891581292495 0.0010576846726448727 0.0019028033534204429 0.0010621545183992246 0.0010005209165396441 0.0010263571353210654 0.0017333256626239366 0.0012152112224836928 0.0015363625149685915 0.0011974418542762821 0.0014772447449158399 0.0011086744114789659 0.0010912340297579703 0.0010106955093622805 0.0010336375985469104 0.0011951720400439824 0.0010574013884885325 0.0010053108100411406
leaf_count=592 332 30 91 141 369 310 270 58 656 218 219 134 74 52 20 66 24 50 40 164
internal_value=0 2.90459e-05 7.15534e-05 0.000112038 0.000149359 9.20393e-05 5.06046e-05 9.56076e-05 2.19526e-05 -8.52394e-05 2.55982e-05 0.000266564 5.0465e-05 0.000171841 5.26129e-05 -0.000216167 0.000267741 0.000575264 -1.09307e-05 -0.000472954
internal_weight=0 0.0238726 0.0228437 0.0217709 0.0207133 0.0188104 0.0177483 0.0166886 0.0144671 0.010059 0.00884384 0.00440801 0.00321057 0.00683801 0.00572933 0.00254706 0.00318227 0.00222153 0.00209104 0.00200583
internal_count=3910 3318 2986 2895 2754 2385 2075 2045 1937 1073 855 864 730 421 369 285 84 108 64 434
is_linear=0
shrinkage=0.00170698


Tree=2599
num_leaves=14
num_cat=0
split_feature=42 43 16 12 0 12 403 15 151 150 3 1 1
split_gain=5.04466e-05 8.1072e-05 0.000105984 0.000124622 0.000117552 7.99536e-05 6.87918e-05 0.000107163 6.85862e-05 0.000138217 0.000119755 0.000219801 8.34055e-05
threshold=-0.11145999999999999 -0.17307499999999998 0.15737500000000001 0.093125000000000013 -0.061994999999999995 0.092365000000000017 0.085745000000000016 0.079360000000000014 -0.0088999999999999982 0.083205000000000015 0.12566000000000002 0.10113500000000002 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 8 9 -3 11 12 -10
right_child=1 2 3 -5 -6 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.0022843497484023216 0.0026061747139692892 -0.0037663009372565048 -0.0048889451518673716 -3.2240142613754956e-05 0.0030867565957534461 -0.0028170972872163663 0.0028380900805101239 -0.0032167342429382578 0.0026041809218665304 0.0014234964894196296 -0.0018402114776125719 0.0060164807662366508 -0.0014721924076719877
leaf_weight=0.0011347325088376442 0.0014899402372037891 0.0012310524043431838 0.001143102729368098 0.0015129390555960048 0.0016430337373441331 0.001187768458146869 0.0011078157282341508 0.0011752576807753934 0.001080484047112135 0.0013006482724741558 0.001244137799349513 0.0012147323851822277 0.0014470780637769742
leaf_count=229 182 237 280 256 331 598 175 669 344 225 111 141 132
internal_value=0 0.000134233 -0.000106677 -0.00212246 0.000317168 -9.69317e-05 0.000232714 -9.9294e-05 0.000388034 -0.00110007 0.00114357 0.00213554 0.000270379
internal_weight=0 0.016778 0.0152881 0.00265604 0.012632 0.010989 0.00980121 0.00869339 0.00751813 0.0025317 0.00498643 0.00374229 0.00252756
internal_count=3910 3681 3499 536 2963 2632 2034 1859 1190 462 728 617 476
is_linear=0
shrinkage=0.0111015


Tree=2600
num_leaves=17
num_cat=0
split_feature=14 157 124 12 48 48 47 43 16 160 1 133 48 12 1 47
split_gain=0.00028166 0.000155055 0.000146646 0.000196479 0.000164665 0.000185973 0.000153775 0.000196518 0.000217386 0.000172777 0.000246355 0.000179514 0.000180674 0.000153412 0.000143952 4.4266e-05
threshold=0.05884000000000001 -0.077044999999999988 0.10143000000000002 0.10852500000000001 0.12862000000000004 0.097140000000000018 0.09252500000000001 -0.15426499999999996 0.15737500000000001 -1.0000000180025095e-35 0.099595000000000017 0.083815000000000014 0.086215000000000014 0.087020000000000014 0.077800000000000022 0.10697000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -9 11 12 14 -13 -11 -8
right_child=-2 2 -4 -5 -6 -7 15 8 -10 10 -12 13 -14 -15 -16 -17
leaf_value=0.00048297519354322541 -0.00091107388293130412 0.00058848482088436505 0.00060718097252572024 -0.00069210938850863108 -0.00064008909286567906 0.00056008489835730703 -0.0007261157411130307 -0.00040739308912350099 -0.0006642896177629019 -0.00027349650931496067 0.00084386289368521049 0.00092364192978780773 -0.00071128778743096202 -1.0056737600105465e-05 0.000430821266037672 -0.00021915016543281799
leaf_weight=0.0018877529505310483 0.0010000026803435305 0.0016359100879781404 0.0010049424342229848 0.0013402395478689646 0.0011476016957265292 0.0017194970602516209 0.0010024096180119004 0.0019705369000805927 0.0014392468650983462 0.0018679649917559592 0.0012780354030291303 0.0010047451923168582 0.0012588452605571988 0.001047117149707455 0.0015448294784388139 0.0010049802465613711
leaf_count=452 141 173 53 274 91 204 70 562 276 577 281 98 69 255 234 100
internal_value=0 1.50672e-05 -2.85159e-05 -6.16817e-05 -1.45365e-05 2.82607e-05 -3.24828e-05 3.51869e-05 -4.41331e-05 4.53727e-05 0.000156875 2.62893e-05 -0.000158561 0.000447152 4.53187e-05 -0.000472308
internal_weight=0 0.0221547 0.0202669 0.019262 0.0179217 0.0167741 0.0150546 0.0130472 0.0114113 0.00997207 0.00800154 0.0067235 0.00467164 0.00205186 0.00341279 0.00200739
internal_count=3910 3769 3317 3264 2990 2899 2695 2525 2352 2076 1514 1233 880 353 811 170
is_linear=0
shrinkage=0.00170698


Tree=2601
num_leaves=15
num_cat=0
split_feature=484 1429 160 50 42 43 3 42 42 2 0 0 4 52
split_gain=4.96842e-05 5.76642e-05 9.68529e-05 0.000146554 0.000143477 0.000113549 0.000134741 8.8813e-05 8.00104e-05 9.57629e-05 7.51705e-05 0.000163761 6.73822e-05 3.92216e-05
threshold=-0.0043499999999999988 0.059810000000000009 -0.080734999999999987 0.088160000000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 -0.10298999999999998 0.08221500000000001 0.113945 -0.23029999999999998 -0.10209999999999998 -0.078484999999999985 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 13 -4 9 10 -7 -12 -13 -6
right_child=1 -3 3 -5 5 8 -8 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0024398976016034978 -0.0028344348448781612 0.003076869168778184 -0.00037570367389832507 0.0047960774887003269 -0.00091569769186337858 0.0038060650772939238 0.0062630093527463338 -0.0054738915741676343 -0.0032415904179073432 -0.0027230032174343295 -0.0032950425277673721 0.00011658878546060541 0.0047479072315601365 0.0025372840126995254
leaf_weight=0.0012831339607587413 0.0017734860453004321 0.00103657945853347 0.0010808480356375161 0.0011002228508316227 0.0011282398598030929 0.001269800904051265 0.0010690412566098243 0.0011435610860318088 0.0012561253201553105 0.0013271510416169941 0.001341015865751193 0.0010183266740605443 0.0010251270269605985 0.0010172419801719457
leaf_count=612 539 273 160 301 197 55 226 590 466 158 95 108 84 46
internal_value=0 0.00016467 -2.94575e-05 0.000331629 -5.5851e-05 0.000570013 0.0025644 -0.00299666 -0.000315785 0.000298648 0.00116026 0.000167598 0.00243995 0.000721472
internal_weight=0 0.0165868 0.0155502 0.0137767 0.0126765 0.0104521 0.00321452 0.00222441 0.00723755 0.00598142 0.00465427 0.00338447 0.00204345 0.00214548
internal_count=3910 3298 3025 2486 2185 1435 469 750 966 500 342 287 192 243
is_linear=0
shrinkage=0.0127521


Tree=2602
num_leaves=14
num_cat=0
split_feature=50 15 158 15 156 151 49 49 15 160 3 15 4
split_gain=4.94752e-05 0.000120229 0.000102399 0.000108926 0.000108665 8.54028e-05 0.000120883 7.57637e-05 7.12279e-05 8.44779e-05 9.87394e-05 0.000209557 0.000187226
threshold=0.10625000000000001 -0.24219999999999997 0.083745000000000014 -0.11739999999999999 0.086765000000000023 -0.076429999999999984 -0.053904999999999988 -0.14091999999999996 0.088615000000000013 -0.07415999999999999 -0.074234999999999982 -0.017214999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 9 -8 12 -12 -11
right_child=-2 2 -4 4 -6 6 8 -9 -10 10 11 -13 -14
leaf_value=0.0044450064109052096 -0.0029122706459061144 -0.0038027642632576732 -0.0043218115009023223 0.0038284620104634113 -0.0036816019940191496 0.00041971779607806779 0.0051078043491712211 -0.0045436226639973586 -0.0018124970680474626 -0.0016385857421784746 -0.0038274861143387418 0.0029147297846750641 0.0056219126907458292
leaf_weight=0.001116741542519545 0.0010215043748148757 0.001181278721204688 0.001008535114677171 0.0015337422263811519 0.0010566353249354581 0.0010095337029970841 0.0011097522885385762 0.0012739708333459861 0.0012616304322680752 0.001032357696110155 0.0017127519695984764 0.0016648510475071668 0.0017581061014100173
leaf_count=282 418 230 353 292 394 82 140 97 584 357 167 85 429
internal_value=0 0.000155576 -0.000151426 0.000136761 0.000483706 0.000839886 0.000416369 -0.00234934 0.00115594 0.00167052 0.00105209 -0.000504187 0.00293582
internal_weight=0 0.0167199 0.0156031 0.0145946 0.0134133 0.0123567 0.010823 0.0022835 0.00853945 0.00727782 0.00616807 0.0033776 0.00279046
internal_count=3910 3492 3210 2857 2627 2233 1941 179 1762 1178 1038 252 786
is_linear=0
shrinkage=0.0135326


Tree=2603
num_leaves=14
num_cat=0
split_feature=1 4 4 150 3 15 3 12 16 0 52 3 3
split_gain=4.70587e-05 0.000103772 0.000103871 9.16377e-05 9.10023e-05 8.53864e-05 8.78605e-05 6.69898e-05 0.000110905 0.00010848 9.81313e-05 6.6168e-05 6.19293e-05
threshold=0.085835000000000009 -0.15333499999999997 -0.49837999999999999 0.077110000000000012 0.094625000000000015 0.083935000000000023 -0.08323499999999999 -1.0000000180025095e-35 -0.055679999999999993 -0.14293499999999998 -0.060039999999999989 -0.076539999999999983 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 11 -7 -2 9 -9 -10 -3 -11
right_child=3 5 -4 4 -6 6 -8 8 10 12 -12 -13 -14
leaf_value=-0.0014791947219560434 0.0019481958967508578 -0.0013870395099862011 0.0033860728756519693 0.00042506588773226652 0.0049825212159570536 -0.0024012750489801724 0.0024793539846673022 -0.0024911472315709768 -0.00071225902374427773 -0.00022250093112460194 -0.0053948675006827221 -0.00508582839736464 0.0035009028080578378
leaf_weight=0.0011007610800537956 0.0017013339286878542 0.0014104903578449138 0.001363368390473906 0.001349067112186326 0.001107137774370881 0.0010213564238444189 0.0010263499431720779 0.0010792435577877124 0.0015894687595808402 0.0010563110498578582 0.0010195939033462191 0.0012808054361057204 0.0015009125838326707
leaf_count=75 317 817 91 244 105 481 410 90 324 254 207 326 169
internal_value=0 -0.000748287 0.00121269 0.000490489 0.00247935 -0.00176793 4.49904e-05 -0.000124224 -0.000688768 0.000640997 -0.00254217 -0.00314732 0.00196288
internal_weight=0 0.00720313 0.00246413 0.0104031 0.0024562 0.004739 0.00204771 0.00794686 0.00624553 0.00363647 0.00260906 0.0026913 0.00255722
internal_count=3910 2200 166 1710 349 2034 891 1361 1044 513 531 1143 423
is_linear=0
shrinkage=0.011781


Tree=2604
num_leaves=15
num_cat=0
split_feature=2 40 3 4 150 13 1 2 4 15 48 4 52 0
split_gain=4.42525e-05 0.000132933 9.65275e-05 9.90158e-05 9.59241e-05 9.71353e-05 8.059e-05 0.000106656 7.70684e-05 0.000113651 8.45142e-05 6.01663e-05 3.46387e-05 1.60135e-05
threshold=0.10910500000000002 -1.0000000180025095e-35 0.10420500000000001 -0.08422499999999998 0.090965000000000004 -0.084184999999999996 0.092550000000000007 0.085355000000000014 0.053925000000000008 -0.16430499999999995 0.08980500000000001 -0.0031049999999999997 0.057560000000000007 -0.086969999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 -5 7 -7 10 -10 -2 -9 -3 -8
right_child=8 2 -4 4 -6 6 13 11 9 -11 -12 -13 -14 -15
leaf_value=-0.0035244090062828632 0.0042621672276370592 -0.0036686397708069049 0.0026388396694766595 -0.001609585153383401 -0.0027580535766242578 0.0046480462575491776 -0.0012733990083782579 -0.00099215206013628337 0.0015403609259956883 -0.0030884471096460455 0.00014103621401303078 0.0024723752489259551 -0.00096647357182771661 0.00058173294667852524
leaf_weight=0.0012808737231045581 0.0011392841651459767 0.0010723307921835052 0.0013660360110963341 0.0016381497087334627 0.0010498050689226549 0.0012872698812927625 0.0010372132563734038 0.0010270319435958129 0.0013629161277236533 0.0010111587118725052 0.0010432420511675752 0.0011774846022694629 0.0010063867320142666 0.0010003012832403291
leaf_count=263 240 310 115 622 179 273 61 513 209 209 121 218 295 282
internal_value=0 -0.000325411 2.59451e-05 -0.000320725 0.000195255 0.000627822 0.00129069 0.00225544 0.000873332 -0.000431127 0.00229228 0.000858334 -0.00236042 -0.000362637
internal_weight=0 0.0129429 0.011662 0.010296 0.00821726 0.00716745 0.0055293 0.00349179 0.0045566 0.00237407 0.00218253 0.00220452 0.00207872 0.00203751
internal_count=3910 3131 2868 2753 2148 1969 1347 1004 779 418 361 731 605 343
is_linear=0
shrinkage=0.0104612


Tree=2605
num_leaves=18
num_cat=0
split_feature=1213 14 11 13 52 3 124 0 13 42 49 0 2 2 1 4 4
split_gain=0.000446975 0.00015968 0.000172468 0.000222223 0.0002923 0.000174699 0.000190138 0.000256902 0.000239498 0.000156414 0.000239322 0.000288564 0.000204665 0.000137337 0.000113703 0.000153862 4.62673e-06
threshold=-1.0000000180025095e-35 0.020750000000000005 0.088315000000000018 -0.091229999999999992 0.090640000000000012 -0.14818499999999998 -0.048219999999999992 -0.053834999999999994 0.10153000000000002 0.091145000000000018 -0.084114999999999981 -0.083424999999999985 0.11230000000000001 0.099990000000000009 0.094695000000000015 0.00046500000000000008 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 -5 -7 9 -9 10 -8 12 14 -2 15 16 -12
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0010640132405872684 0.00036261230557406551 -0.00058929229800728231 -0.00057374597070691347 0.00057918185608672116 -0.00018053549151320064 0.00062974817999115812 -0.00079394888183948039 -0.0010794137547441012 -1.5871050059778643e-05 0.00042059240436769554 0.00053221660439077025 -0.00067298112698273369 -0.00036996597750396372 0.0010470566572901247 0.00066155719694864848 -0.00017552946565386286 0.00037900522796094187
leaf_weight=0.0010015710674635718 0.0015555999714943107 0.0010149817614095299 0.0010451802877288188 0.0012718912891493796 0.0014548891732813485 0.0010143564905383392 0.0010778248509875693 0.0012013514509649813 0.0010070727354332121 0.0019431987746464591 0.0010007636673838713 0.0013430586494468056 0.0015833785924279642 0.0014803555760048766 0.0015141221646290393 0.0019766062331920686 0.0010398847254503782
leaf_count=592 141 137 120 127 119 238 90 221 44 482 173 552 77 157 84 194 362
internal_value=0 3.41731e-05 6.35929e-05 9.61438e-05 0.000412269 7.26734e-06 -4.22111e-05 -9.20097e-05 -0.000594423 4.65013e-06 -8.01117e-05 1.08564e-05 0.000139945 0.000696353 0.000285909 0.000144325 0.000454142
internal_weight=0 0.0225245 0.0215095 0.0204644 0.00449084 0.0159735 0.0147016 0.0136873 0.00220842 0.0114788 0.00953564 0.00845781 0.00711476 0.00303596 0.00553138 0.00401725 0.00204065
internal_count=3910 3318 3181 3061 417 2644 2517 2279 265 2014 1532 1442 890 298 813 729 535
is_linear=0
shrinkage=0.00160853


Tree=2606
num_leaves=17
num_cat=0
split_feature=14 124 157 12 13 2 43 16 13 1 16 0 2 1 151 2
split_gain=0.00021231 0.0001792 0.000201649 0.00018539 0.000161594 0.000191792 0.000178945 0.000369064 0.000265995 0.000170707 0.000257317 0.000158258 0.000137181 0.00010235 0.0002146 4.95953e-05
threshold=0.054835000000000009 0.10385500000000002 -0.077044999999999988 0.10852500000000001 -0.094679999999999986 0.097940000000000013 -0.074254999999999988 0.032820000000000009 -1.0000000180025095e-35 0.090355000000000005 -0.0049699999999999996 -0.10209999999999998 0.084925000000000014 0.089455000000000021 -0.0008699999999999999 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 9 8 -8 10 -6 13 -13 -10 -15 -7
right_child=-2 -3 3 -5 6 15 7 -9 11 -11 -12 12 -14 14 -16 -17
leaf_value=0.00054058061603803724 -0.00081454096607850115 0.00075098508056719269 -0.00011066594076284734 -0.00070299933890321305 -0.00069961183777861259 0.0009492264999723122 -0.000873936134744058 -0.00122344397624979 0.00018220379041362618 0.00057737127909732102 0.00031348840322870325 -8.2223765080167367e-05 0.0007831986588470477 -0.0010142043129033173 2.4808528849745731e-05 0.0003960527503210518
leaf_weight=0.0018820672233787741 0.0010031282192424209 0.0010115952624746979 0.0018893802419588266 0.0013504644951316492 0.0013199600727651674 0.0010281015747115596 0.0012547947383621935 0.0011072079088702627 0.001474160340546149 0.0018860285587617431 0.0019721033584101178 0.0010600410447658875 0.001269566186532553 0.0010677794544968755 0.0015187032438153114 0.0010166877902979161
leaf_count=450 147 49 199 274 424 55 910 300 62 349 265 61 98 66 63 138
internal_value=0 2.08146e-05 -1.41968e-05 -6.85361e-05 -2.0574e-05 0.00029726 -0.000110336 -0.000265158 -0.000126372 0.000151351 -9.27164e-05 2.04201e-05 0.000389406 -0.000191268 -0.000404128 0.000674184
internal_weight=0 0.0221086 0.021097 0.019215 0.0178645 0.00393417 0.0139303 0.00875225 0.00764505 0.00517809 0.00329206 0.00639025 0.00232961 0.00406064 0.00258648 0.00204479
internal_count=3910 3763 3714 3264 2990 392 2598 1560 1260 1038 689 350 159 191 129 193
is_linear=0
shrinkage=0.00177594


Tree=2607
num_leaves=14
num_cat=0
split_feature=52 52 1 39 52 0 47 3 1 3 0 1 3
split_gain=4.69809e-05 7.72663e-05 0.000132779 0.000118251 7.64905e-05 9.49839e-05 0.000169553 0.000161316 0.000158309 9.36563e-05 9.01347e-05 8.31301e-05 5.54523e-05
threshold=-0.40083499999999994 -0.081429999999999989 0.096630000000000008 0.085220000000000004 -0.0066199999999999991 -0.083424999999999985 0.096175000000000024 -0.09113499999999998 0.076710000000000014 -0.012889999999999999 -0.10783 0.091845000000000024 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 11 6 8 -7 -6 -9 -10 -3 -2
right_child=1 3 -4 -5 5 7 -8 9 10 -11 -12 -13 -14
leaf_value=-0.0022910724603724961 0.0017068598962543503 -0.0045719975879164867 0.0044685918686281894 0.003221299622691342 -0.0012528144571493432 0.0012628297523095027 -0.0030986265167621948 -0.0055571433235332614 0.0043894211182889812 -0.0010601993826293711 0.00081998279022659154 -0.00047370381309498193 -0.0018879907787456023
leaf_weight=0.0010122256114765025 0.0010257910878319048 0.0010581652931403946 0.0012188921985353245 0.0010730456552591186 0.0016180477581443217 0.0014840809462597065 0.0011368857563788248 0.0011342216392609683 0.0019775968424609741 0.0010625555032161725 0.0014542789363318764 0.0013147455984690026 0.001007569377660931
leaf_count=401 243 325 186 274 640 236 127 767 212 78 143 137 141
internal_value=0 0.000124285 0.0016282 -0.000243093 -0.000546792 -0.000124885 0.000698759 -0.00150927 0.00155366 -0.00338202 0.00287685 -0.00230128 -7.4458e-05
internal_weight=0 0.0165659 0.00325225 0.0133136 0.0122406 0.00986767 0.00618681 0.00368086 0.00504992 0.00219678 0.00343188 0.00237291 0.00203336
internal_count=3910 3509 570 2939 2665 2203 1122 1081 995 845 355 462 384
is_linear=0
shrinkage=0.0108838


Tree=2608
num_leaves=17
num_cat=0
split_feature=14 157 0 12 49 151 51 151 16 0 51 13 12 42 0 2
split_gain=0.000169915 0.0001998 0.000163815 0.000178999 0.000132632 0.000170819 0.000159476 0.000163878 0.00014413 0.000213676 0.00014272 9.48123e-05 0.000158715 0.000159209 0.000125588 9.10157e-05
threshold=0.018455000000000003 -0.077044999999999988 0.18055000000000002 0.10852500000000001 -0.14750499999999997 0.056555000000000001 0.013805000000000001 -0.086584999999999981 -0.50585499999999983 -0.10209999999999998 0.11463000000000002 0.025140000000000006 0.097345000000000015 0.086325000000000013 -0.083424999999999985 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -9 -10 15 12 13 14 -11 -8
right_child=-2 2 -4 -5 5 -7 10 8 9 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00055207995911936208 -0.00067874048496097301 0.00057010184115480656 0.00062471630049197742 -0.00065635095548947724 -0.00065629558603595521 -0.00057389674665358765 0.0002362116962745943 0.00044472591763513702 -0.00063151593243011579 0.00046256767900001002 -0.00020125729685187824 -0.00036813407153618957 0.0007287627705305185 -0.00057892963765147324 -0.0001872225918904407 0.00089428918898016034
leaf_weight=0.0018318567649974844 0.0010104532565672541 0.0010164967109200706 0.0010276608888468179 0.0013171488417929927 0.0012776805397500821 0.001590919685139267 0.0012408594742428546 0.0015760809174221015 0.001728046244946344 0.0018378049138880962 0.0010180641296754292 0.0013543647628103256 0.0010004572212935353 0.001048380836832283 0.0015236663132411198 0.0011197470776799605
leaf_count=452 159 88 44 276 206 97 138 158 194 381 123 235 153 707 397 102
internal_value=0 2.34505e-05 -2.5762e-05 -6.16055e-05 -1.64092e-05 -5.2949e-05 3.33466e-06 -9.17013e-05 -2.00571e-05 -0.000106312 0.000322491 2.78526e-05 0.00012698 -9.54552e-06 0.000168035 0.000548369
internal_weight=0 0.0215092 0.0196774 0.0186497 0.0173326 0.0163161 0.0147252 0.0113465 0.0100688 0.00849272 0.00337867 0.00676467 0.00541031 0.00440985 0.00336147 0.00236061
internal_count=3910 3751 3299 3255 2979 2891 2794 2431 2225 2067 363 1873 1638 1485 778 240
is_linear=0
shrinkage=0.00167351


Tree=2609
num_leaves=14
num_cat=0
split_feature=42 43 16 0 13 157 160 52 49 4 1 3 4
split_gain=5.22105e-05 7.17038e-05 0.000100349 0.000108098 0.000101017 6.43483e-05 0.000172267 8.85375e-05 7.87606e-05 0.000189686 9.81856e-05 5.99788e-05 4.41212e-05
threshold=-0.11145999999999999 -0.17307499999999998 0.15737500000000001 -0.061994999999999995 -0.070604999999999987 -0.077044999999999988 -1.0000000180025095e-35 0.048490000000000012 -0.045004999999999996 0.05309500000000001 0.095825000000000007 -0.08095999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -7 8 12 -10 -11 -9 -8
right_child=1 2 4 -5 -6 6 7 11 9 10 -12 -13 -14
leaf_value=-0.0025432849280786663 0.0027018845410924832 0.0025437777758480309 -0.00025256715194249714 0.0032466993002496355 -0.0050717055557704385 -0.0042073318888399833 -0.00062009231097329479 7.8870870857697582e-05 -0.0056787302912704183 0.0029457910128134093 -0.0019046518482841819 0.0040039461267496277 0.0027690776871114255
leaf_weight=0.0011055538009570277 0.0014543572497501345 0.0011999157257834335 0.001520167774908307 0.0016241805516848855 0.0010702964275330412 0.0014603379540932939 0.0010032774730656556 0.0010015894236079913 0.0011342138505053491 0.0010925221960707276 0.0013439242166081639 0.0012813612348059958 0.0012404078589601242
leaf_count=229 182 313 192 331 344 650 119 401 522 104 173 256 94
internal_value=0 0.000154545 -9.28959e-05 0.000357084 -0.00224368 -7.91917e-05 -0.000408493 0.000276623 -0.000510737 -0.00161938 0.000270326 0.00228191 0.00125359
internal_weight=0 0.0164266 0.0149722 0.0123817 0.00259046 0.0107575 0.00955763 0.0080973 0.00581435 0.00357066 0.00243645 0.00228295 0.00224369
internal_count=3910 3681 3499 2963 536 2632 2319 1669 1012 799 277 657 213
is_linear=0
shrinkage=0.0120166


Tree=2610
num_leaves=14
num_cat=0
split_feature=484 52 13 52 3 0 160 151 133 4 4 133 1
split_gain=4.38111e-05 5.65736e-05 9.41082e-05 8.11898e-05 0.000198519 6.88634e-05 6.44865e-05 8.66614e-05 0.00011409 0.000159883 0.000121542 0.000138296 4.72389e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.082894999999999983 -0.27466499999999994 -0.016619999999999996 -0.23029999999999998 -1.0000000180025095e-35 -0.0008699999999999999 -1.0000000180025095e-35 0.25367000000000006 -0.0025899999999999994 0.09086000000000001 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -3 -8 -9 10 11 -10 -12
right_child=1 6 3 4 5 -7 7 8 9 -11 12 -13 -14
leaf_value=-0.0020217879005190861 0.0041303563828481021 -0.0023314613769582337 -0.0020297987705320789 0.0052598493459814341 0.0013319543848472912 -0.0025616971949778459 -0.0029483791673019081 -0.0021243248536089708 0.0035649866779598242 0.0048789411238006593 -0.00015388021074523836 -0.0014257560814008637 -0.0034793645896478505
leaf_weight=0.0012431345072283209 0.0010012690761109916 0.0016770829470191756 0.0012565579488941561 0.0010540413147619859 0.0011384526599726996 0.0011013788471433581 0.0010544071378916177 0.001681987159364998 0.0018731426860781816 0.00114629516479224 0.0010984017732158591 0.0010781652395417188 0.0010109946857213004
leaf_count=612 230 625 331 244 32 156 132 711 182 194 104 307 50
internal_value=0 0.000140906 0.00104907 0.000371065 0.00128696 -0.000582647 -0.000333821 4.07803e-05 0.000440298 0.00113527 0.000287289 0.00174178 -0.00174772
internal_weight=0 0.0161722 0.0055517 0.00455043 0.00329387 0.00223983 0.0106205 0.00894339 0.00788899 0.006207 0.0050607 0.00295131 0.0021094
internal_count=3910 3298 993 763 432 188 2305 1680 1548 837 643 489 154
is_linear=0
shrinkage=0.0111015


Tree=2611
num_leaves=18
num_cat=0
split_feature=403 0 16 47 13 1374 50 159 52 151 43 13 13 52 16 2 13
split_gain=0.000156688 0.000125747 0.000177982 0.000358501 0.000129841 0.000118656 0.000134723 0.000172096 0.00022125 0.00033196 0.000206485 0.000167238 0.000148319 0.000133924 0.000138423 0.000119809 0.000108221
threshold=-1.0000000180025095e-35 0.18055000000000002 0.31524000000000002 0.10843500000000002 0.16421000000000002 -0.094679999999999986 0.10625000000000001 -0.021329999999999998 0.10701500000000001 -0.083919999999999981 -0.083899999999999988 -0.094679999999999986 -0.0024749999999999993 -0.074484999999999982 -0.15595499999999998 0.075670000000000015 -0.16277999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 9 -9 -11 16 -13 -14 -15 -16 -12
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 11 12 13 14 15 -17 -18
leaf_value=-0.00059315925106831762 -0.00046265257332758682 0.00058496519312939812 -0.0011220986663604631 0.00022815641362309265 -0.00052757696683616048 0.00082955220445169841 -0.00043361025498257788 -0.00057101345074206096 -0.00053418975809957315 0.00081245424492823091 0.00022639832182563713 -0.0004233412829058314 -0.00028478255714372761 -0.00016576732168925603 0.00013913188057661899 0.00088988661719094744 0.00087355929754403107
leaf_weight=0.0012298738247714927 0.0010508268476803187 0.0010531934077337183 0.0011182222493367816 0.0010850777694697555 0.0010386036514634265 0.0010048866870557326 0.0011503941753855688 0.0014486398853610126 0.0013388873830345776 0.001727331281245457 0.0016402836398027735 0.0015391079567142092 0.0012949325895248165 0.0010365797690485463 0.0010497499185058269 0.0013752135627415479 0.0012950171206578907
leaf_count=930 63 44 294 64 145 260 338 270 190 271 153 494 92 77 45 86 94
internal_value=0 2.12184e-05 -8.18347e-06 -0.000457127 4.67989e-05 8.19897e-05 0.000117983 0.000161001 0.000112126 0.000181874 0.000281403 0.00018203 2.82205e-05 0.000174338 0.00034609 0.00056489 0.000511917
internal_weight=0 0.0212469 0.0201938 0.0022033 0.0179905 0.0169519 0.015901 0.0147506 0.0137457 0.0124069 0.0109582 0.00923088 0.00629558 0.00475648 0.00346154 0.00242496 0.0029353
internal_count=3910 2980 2936 358 2578 2433 2370 2032 1772 1582 1312 1041 794 300 208 131 247
is_linear=0
shrinkage=0.00167351


Tree=2612
num_leaves=19
num_cat=0
split_feature=1213 14 124 124 4 13 132 16 42 16 16 52 2 15 1 4 2 0
split_gain=0.000372639 0.000239851 0.000171102 0.000193272 0.000235044 0.000231728 0.000198221 0.000230272 0.000218136 0.000195365 0.000248056 0.000154155 0.000217323 0.000140263 0.000133658 0.000149017 0.000158547 3.3218e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.048219999999999992 0.11158000000000001 -0.49837999999999999 -0.094679999999999986 0.079995000000000011 0.061570000000000007 0.090325000000000003 -0.006474999999999999 -0.055679999999999993 0.13709500000000002 0.11339500000000001 -0.042544999999999993 0.094695000000000015 0.00046500000000000008 0.086650000000000019 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 13 7 9 -9 10 11 12 14 -6 15 16 -7 -15
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 -13 -14 17 -16 -17 -18 -19
leaf_value=-0.0010456788289990159 0.00061515560129830156 -0.00080302172124807993 -0.00076146916840334972 0.00077677436624940346 6.1651845766167547e-05 -0.00033109417120675031 0.00063386888566731921 -0.001185019553764059 -4.8391103268563309e-05 0.00050009338516981234 -0.00092848851438322427 0.00056121565668004237 -0.00088515280710491594 0.00097616574128734951 0.00039959322273519672 -0.00058083507326568283 0.00053545676596917764 0.00052384722864547097
leaf_weight=0.0010429214640062167 0.0017226398074530668 0.0010204254201229687 0.0012206791901332959 0.0010458235278525468 0.0017133086392547188 0.0013560711228288586 0.0012030195970648598 0.0011380048352484093 0.0010009227651771712 0.0019102098555303917 0.0010684704646068072 0.0012287216651931145 0.0010057720853111022 0.0010253084521051337 0.0018840427875185407 0.0016808791094438807 0.0013084879697410397 0.0010230374558638467
leaf_count=592 303 122 151 40 226 286 220 250 183 310 366 147 121 72 122 130 233 36
internal_value=0 3.91339e-05 7.72675e-05 3.27473e-05 -6.61743e-06 4.30655e-05 -5.70669e-05 -0.000118268 -0.000653128 -1.8289e-05 -0.000122168 -2.038e-05 -0.000119149 0.00043662 4.52504e-06 -0.000166764 9.4444e-05 0.000750257
internal_weight=0 0.0235558 0.0225354 0.0208128 0.0197669 0.0185463 0.0147846 0.0135816 0.00213893 0.0114427 0.00953245 0.00846397 0.00723525 0.00376165 0.00622948 0.00434544 0.00266456 0.00204835
internal_count=3910 3318 3196 2893 2853 2702 2368 2148 433 1715 1405 1039 892 334 771 649 519 108
is_linear=0
shrinkage=0.00177594


Tree=2613
num_leaves=18
num_cat=0
split_feature=0 12 1186 2 2 0 133 160 150 2 3 160 48 13 13 52 4
split_gain=0.000134782 0.000191202 0.000120533 0.000120812 0.000222363 0.000206805 0.000166978 0.000166734 0.000164249 0.000157404 0.000151466 0.000114689 0.000101564 0.000167822 9.27008e-05 0.00011991 6.27456e-05
threshold=0.18055000000000002 0.10852500000000001 0.081240000000000021 0.097940000000000013 0.10796500000000002 -0.071924999999999989 -0.0056849999999999991 -0.083654999999999993 0.081245000000000026 0.12918000000000002 -0.01223 0.094340000000000021 0.091005000000000016 -0.083514999999999992 -0.012839999999999999 -0.087094999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 8 -1 -8 9 -6 -5 12 13 -9 -15 -16 -17
right_child=-2 -3 -4 4 5 -7 7 11 -10 -11 -12 -13 -14 14 15 16 -18
leaf_value=-0.00066842108786399808 0.00062891366832679943 -0.00068865787095410893 0.00062363464533495092 0.00017961455024953108 -0.00039682138051391291 -0.00074220303542299948 -0.00075391227076533249 0.00074125991880022901 0.00072960840906354072 0.00049346302475965329 0.0011498103409919803 -0.00048079147531771238 -0.00042783034729114064 -0.00046608029644436998 -0.00036038655207526184 0.00059709544817537535 5.8550967790943929e-05
leaf_weight=0.0017838559159013253 0.0010639320713660685 0.0014674933233890476 0.0010117456827691265 0.0011425160775601906 0.001958403325469892 0.0011596986034978158 0.0010416690471967546 0.0014996699063914752 0.0011626728984924853 0.0010369705329836862 0.0010581449371605822 0.0012954774668348518 0.001022375794912371 0.0010008133463920033 0.0010986049810239873 0.0016341670620085968 0.0013476860175979993
leaf_count=714 44 314 112 195 150 303 435 257 100 89 106 177 114 408 89 230 73
internal_value=0 -4.46394e-05 2.02158e-06 -3.06616e-05 0.000152162 -5.22525e-05 -0.0001479 -5.44904e-05 0.000140178 -8.86132e-05 0.000646114 2.73821e-05 0.000113966 0.000198137 3.7841e-05 0.000161438 0.000353693
internal_weight=0 0.021722 0.0202545 0.0192427 0.00751841 0.00531775 0.0117243 0.00994046 0.00415805 0.00299537 0.00220066 0.00889879 0.00760332 0.00658094 0.00508127 0.00408046 0.00298185
internal_count=3910 3866 3552 3440 943 642 2497 1783 339 239 301 1348 1171 1057 800 392 303
is_linear=0
shrinkage=0.00184769


Tree=2614
num_leaves=17
num_cat=0
split_feature=14 124 123 50 157 12 12 13 2 48 0 43 0 150 0 15
split_gain=0.000204023 0.000180235 0.000205886 0.000196107 0.000206261 0.000187614 0.00020398 0.000237783 0.000209634 0.000236879 0.000194086 0.000153571 0.000208326 0.000160422 0.000115477 4.54418e-05
threshold=0.054835000000000009 0.10385500000000002 1.0000000180025095e-35 0.10119500000000002 -0.077044999999999988 -0.0089849999999999982 0.10852500000000001 -0.094679999999999986 0.11230000000000001 0.090910000000000005 -0.084304999999999977 -0.15426499999999996 -0.082074999999999995 0.085425000000000015 -0.089879999999999974 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 10 9 11 -7 -9 13 14 15 -13
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0005533460961992322 -0.00076641076921303444 0.00072574758043655592 0.00063805564084190418 -0.00076570483541538463 -0.00074278701100614973 0.00012322934640667384 -0.00068341704298350225 0.00048886848707425999 -0.00060764421808748 0.00056842748813484237 0.0010261139475713573 0.0001494475879466796 -0.00069528011221598374 -0.00059532787072056237 0.00054203580844962339 -0.00035438759186888984
leaf_weight=0.0016733550388240313 0.0010078639406909317 0.0010034493267464068 0.0013162728644953428 0.0010820901911136388 0.0011430188089371863 0.0018410354512378158 0.0012621841600581997 0.0010599065691242453 0.0018403672893968414 0.0018564857533781842 0.0011131908420832773 0.0010862296100994026 0.0018518381692303118 0.0010666871659681387 0.0013926670311112527 0.0010034405878335002
leaf_count=312 147 49 297 429 185 191 228 108 196 156 52 75 739 72 526 148
internal_value=0 1.93206e-05 -1.51091e-05 -5.97189e-05 -1.7722e-05 -7.55774e-05 -2.59721e-05 3.28307e-05 -8.11847e-05 2.28029e-05 0.000463448 -0.000112967 -0.000212623 -1.6141e-05 0.000161272 -9.24895e-05
internal_weight=0 0.0215922 0.0205888 0.0192725 0.0181904 0.0165171 0.015374 0.0141118 0.0111576 0.00931725 0.00295423 0.00746077 0.00640086 0.00454902 0.00348234 0.00208967
internal_count=3910 3763 3714 3417 2988 2676 2491 2263 2020 1824 243 1668 1560 821 749 223
is_linear=0
shrinkage=0.00170698


Tree=2615
num_leaves=19
num_cat=0
split_feature=1213 1456 11 403 42 15 4 16 1374 150 48 16 12 15 4 2 16 16
split_gain=0.000492381 0.000286038 0.000241044 0.000209063 0.000189845 0.000256513 0.000256346 0.000175341 0.000137183 0.000168628 0.000228965 0.000332959 0.000244198 0.000232119 0.000223264 0.000174718 0.000152392 7.78282e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089560000000000015 0.092300000000000007 0.088115000000000013 0.085285000000000014 -0.034289999999999994 -0.4387299999999999 -0.094679999999999986 0.084800000000000014 0.084500000000000006 -0.083564999999999987 -1.0000000180025095e-35 -0.0089749999999999986 -0.17479499999999998 0.085155000000000022 -0.055679999999999993 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 -3 -9 10 11 15 -13 16 -15 -10 -14 -8
right_child=1 2 -4 -5 6 -7 17 8 9 -11 -12 12 13 14 -16 -17 -18 -19
leaf_value=-0.0011321319695075192 -0.00085976561438620496 -0.00046700614089751301 -0.00073070575721724377 0.00071345797082386392 -0.00023812535688180192 -0.00060468994529779701 0.0003366714777361083 -0.00038137287461342687 0.00031133407238526973 0.00073812945542455161 -0.00045226750854590158 0.00061792382908021088 -9.1368808996263151e-05 -0.00027994238431966142 0.00079044552696488511 0.0012581068263170833 -0.00098207412886820679 0.00088260168280585353
leaf_weight=0.0011056349671065896 0.0010042679912473469 0.0016542091688146092 0.0010455791191951785 0.0015460874583463615 0.0013776021106874578 0.0019404747415823131 0.0013394687540875349 0.0013982758010735461 0.0011402366958004843 0.0014084617342863754 0.0017572111510844321 0.0014814659050796479 0.0010425828637147458 0.0012609745880323153 0.0010328911881682793 0.0011315573258532828 0.001208409836970546 0.0017615190246488481
leaf_count=592 332 205 130 151 412 367 156 57 107 168 272 119 58 100 117 77 187 303
internal_value=0 3.23859e-05 7.0468e-05 0.000107729 6.29961e-05 -2.18023e-05 0.000374591 5.61157e-05 0.000123395 0.000184963 0.000107481 0.000226013 1.60744e-05 -0.000180108 0.000202036 0.000782912 -0.00056953 0.000646788
internal_weight=0 0.0245313 0.023527 0.0224814 0.0209353 0.0164568 0.00447859 0.0145163 0.0128621 0.0114638 0.0100553 0.00829812 0.00602632 0.00454486 0.00229387 0.00227179 0.00225099 0.00310099
internal_count=3910 3318 2986 2856 2705 1834 871 1467 1262 1205 1037 765 581 462 217 184 245 459
is_linear=0
shrinkage=0.00170698


Tree=2616
num_leaves=18
num_cat=0
split_feature=124 12 159 13 43 1429 156 150 2 15 12 3 160 0 0 16 15
split_gain=0.000132249 0.000156607 0.000142603 0.000137101 0.000192831 0.00012314 0.000225203 0.000153949 0.000239102 0.00015026 0.000148341 0.000275493 0.000132419 0.000105405 0.000136299 0.000121701 8.79041e-05
threshold=0.10068000000000002 0.10852500000000001 -0.034019999999999988 0.17936000000000002 -0.15109999999999998 0.08425500000000001 0.084090000000000012 -1.0000000180025095e-35 0.097940000000000013 0.035895000000000003 0.088485000000000022 0.12046500000000002 0.094340000000000021 -0.084304999999999977 -0.10071499999999999 -0.08286499999999998 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 12 10 11 -10 13 14 16 -15 -9
right_child=-2 -3 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.00048786049693242561 0.00055299539612873737 -0.00056105916065246056 0.00071097423567955276 -0.00050592676693475417 -0.00051281808946264005 0.00056897274650484259 -0.00067553113995366676 -0.00035464928486681667 0.0012537830278635431 -0.00014348778445077439 8.283500270401048e-05 0.00014481883190823735 -0.00060857269811219429 0.00059615492186976466 -0.00067035881571162273 -6.4084777987061606e-05 0.0002212815852437959
leaf_weight=0.0014749702231893263 0.0010059964618742831 0.0014138179149017381 0.0011282886087715547 0.001147929843078095 0.0011699785760548873 0.0010011247298620856 0.0012216651334593176 0.0010756710504788158 0.0013550715086223528 0.0010590479221426197 0.0011876193337645412 0.0010128137157123275 0.001035423163720961 0.0013441004394130836 0.0010151135618226359 0.0015615603715833253 0.0018912765990923841
leaf_count=455 58 312 104 132 133 209 338 77 179 86 144 109 158 187 547 575 107
internal_value=0 -4.39607e-05 -6.81529e-06 3.21554e-05 6.83644e-05 2.2851e-05 -1.37705e-05 4.52074e-05 9.72806e-05 0.000388349 0.000546763 0.000779447 -7.22418e-05 8.38423e-06 -0.000161593 0.000241329 1.2477e-05
internal_weight=0 0.0210955 0.0196817 0.0182067 0.0170588 0.0159305 0.0149293 0.0137077 0.0125377 0.00461455 0.0035555 0.00236789 0.00792315 0.00688772 0.00398206 0.00290566 0.00296695
internal_count=3910 3852 3540 3085 2953 2849 2640 2302 2169 518 432 288 1651 1493 731 762 184
is_linear=0
shrinkage=0.00160853


Tree=2617
num_leaves=23
num_cat=0
split_feature=1213 1456 11 13 13 453 2 2 2 0 150 2 1186 48 39 1 52 3 2 16 47 16
split_gain=0.000466559 0.000355877 0.000252843 0.000247227 0.000375139 0.000290025 0.000274147 0.000200525 0.000208274 0.000369378 0.000588655 0.000156954 0.000148069 0.0001859 0.000181829 0.000203694 0.000177055 0.000108185 0.000101374 8.96748e-05 8.36082e-05 8.02432e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.52445999999999982 -0.091229999999999992 1.0000000180025095e-35 0.097940000000000013 0.11578500000000001 0.11230000000000001 -0.230625 0.086420000000000011 0.081615000000000007 0.081240000000000021 0.078735000000000013 0.005105000000000001 0.090355000000000005 0.071660000000000015 -0.044019999999999997 0.11339500000000001 -0.055679999999999993 0.09252500000000001 -0.065564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 7 11 8 9 -6 12 -5 13 14 15 16 -11 -15 -8 20 -17 -9
right_child=1 2 -4 4 5 -7 18 21 -10 10 -12 -13 -14 17 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=-0.0010643957999584626 -0.00090397792013855122 -0.00068740859922657106 -0.00069930386143702574 0.00060817618588975442 0.00096975840247818797 -0.0008465496437514619 0.0013450979739702989 0.00086746919345744836 -0.00065342582859598036 -0.00083898968240184418 -0.00093362497413656447 -0.00032789921912983194 0.00073916481887108081 0.00092501984549662563 0.0005940437305457716 0.00069774991511704443 -8.0708024481351219e-05 0.0001352076440136966 0.00062785575483584343 -0.00022483486932454292 1.8858953391972867e-05 0.0002208216658263805
leaf_weight=0.0011998072150816502 0.0011516323460224213 0.0010963951308331559 0.0011971586600417186 0.0010512531361313695 0.0012318375521806991 0.0010246406445311154 0.0011860411551004035 0.0011919482760446585 0.0012378760108092681 0.0016573350360049675 0.0017342613262168833 0.0010365470527256282 0.0010708124065647038 0.0010200801258854614 0.0011140478766289864 0.0010887828763794793 0.0019563296379452727 0.0010014123987752708 0.0011130109066203337 0.0011451583613891758 0.0010272998191755978 0.0010532320225308325
leaf_count=592 332 54 143 93 55 76 54 153 59 503 200 115 81 163 87 118 396 106 128 205 25 172
internal_value=0 2.39872e-05 6.63353e-05 0.000104466 0.00014231 3.61753e-05 0.000591225 8.777e-05 1.78008e-05 7.69504e-05 -8.86697e-06 0.000143435 0.000135861 7.13263e-05 -4.56862e-05 -0.000149352 -0.000428479 0.000533761 0.000997869 0.000159939 0.000368167 0.000564122
internal_weight=0 0.0263871 0.0252355 0.0240383 0.0229419 0.0185551 0.00438685 0.0175304 0.0152852 0.0140474 0.0128155 0.0020878 0.0110813 0.0100104 0.00798895 0.00687491 0.00361366 0.00202149 0.00229905 0.00326124 0.00211608 0.00224518
internal_count=3910 3318 2986 2843 2789 2399 390 2323 1998 1939 1884 208 1684 1603 1334 1247 899 269 182 348 143 325
is_linear=0
shrinkage=0.00170698


Tree=2618
num_leaves=13
num_cat=0
split_feature=11 1 13 15 52 3 15 52 0 47 16 0
split_gain=5.12207e-05 6.23778e-05 0.000146491 0.000303038 0.000186176 0.000238538 0.000146241 0.000200659 0.000123629 0.000116594 8.23049e-05 9.41958e-05
threshold=0.08184000000000001 0.076710000000000014 -0.0010249999999999997 0.035895000000000003 -0.0093349999999999978 -0.077689999999999995 -0.017214999999999998 -0.072349999999999984 -0.087614999999999985 0.09252500000000001 -0.089559999999999987 0.14676000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 6 -3 -6 7 -4 -1 -9 -10 -12
right_child=-2 2 3 -5 5 -7 -8 9 10 -11 11 -13
leaf_value=-0.0034502665146001945 -0.0024989180326994414 0.006107563792035366 -0.0041896242516967818 -0.0065241235612457276 0.0049063928516587998 -0.0031554784851589241 0.0047567307397316698 0.0033108206327969827 0.0032084505966361939 -0.0012507194447719523 -0.002451374236431401 0.001785346603899587
leaf_weight=0.0018808681713473841 0.0011742780622344953 0.0014538884917902149 0.0013545921694185226 0.0010130505804327172 0.0010017988827149477 0.0012263444510908913 0.001102911028775023 0.0019867158090855286 0.001100232656884483 0.0014607781057534852 0.0018772823313012452 0.0013591776807690414
leaf_count=626 224 386 97 149 290 384 126 166 155 90 1160 57
internal_value=0 0.000148823 0.000720525 -0.000330673 0.00269559 0.000469232 0.000731864 -0.000192541 -0.00082585 0.001378 0.000312386 -0.000672129
internal_weight=0 0.0168176 0.0106001 0.00691805 0.00368203 0.00222814 0.005905 0.00480209 0.00621756 0.00344749 0.00433669 0.00323646
internal_count=3910 3686 1688 628 1060 674 479 353 1998 256 1372 1217
is_linear=0
shrinkage=0.0122569


Tree=2619
num_leaves=20
num_cat=0
split_feature=1213 1456 11 0 403 13 15 4 15 52 3 12 15 47 1374 16 129 12 2
split_gain=0.000540171 0.000342141 0.000165158 0.000185164 0.000254316 0.000215983 0.000322139 0.000279667 0.000289753 0.00024538 0.00013898 0.000137544 0.000385469 0.000263779 0.000159908 0.000126291 7.33546e-05 4.91565e-05 3.35309e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.18055000000000002 0.03138500000000001 -0.070604999999999987 0.035895000000000003 0.26048500000000002 0.041585000000000004 -0.036004999999999988 0.15165000000000003 1.0000000180025095e-35 -0.035939999999999993 0.096300000000000011 -0.095439999999999983 -0.092014999999999986 0.0041150000000000006 0.088435000000000014 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 11 8 9 -3 -11 12 13 14 -7 -16 -6 -8 -17
right_child=1 2 -4 -5 16 6 17 -9 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20
leaf_value=-0.0011643669900903962 -0.00091319618578369682 0.00032174455537067989 -0.00056919039450214679 0.00078648616789488797 0.00030634714655740662 -0.00051440246443681253 -0.00092734010847231687 0.0009907680979891662 0.00070221617768483264 -0.00015197845141632634 -0.00096264887613746681 -0.00040074102250079369 0.0007499273672389806 -0.00088816407803964277 0.00064324721015933351 -9.0998860937565351e-05 0.00090349698716024769 -0.0004286333787120031 4.4516287925567196e-05
leaf_weight=0.0011022872770348182 0.0010229585971598563 0.0018740839591660508 0.001059958798459818 0.0010689897211190553 0.0011862201743971781 0.0010473182712189564 0.0012373607444276661 0.0011539532894916087 0.0015849918657032114 0.0014523834313980135 0.0010001057131034941 0.0018773529396401058 0.0019256313743798419 0.001020869093736998 0.0012980788649940879 0.0010359983155958817 0.0011201748714486648 0.0010016117991542006 0.0010097776585647963
leaf_count=592 332 307 143 35 181 18 178 194 261 369 34 397 138 65 115 61 52 338 100
internal_value=0 3.377e-05 7.59705e-05 0.000107203 7.23361e-05 7.07333e-06 -0.000134871 0.00023718 9.00779e-05 -0.000134172 -0.000482563 3.46949e-06 0.000106887 -0.00012191 5.62308e-05 0.000234957 0.000596372 -0.000704242 -2.41097e-05
internal_weight=0 0.0239778 0.0229549 0.0218949 0.0208259 0.0185195 0.011454 0.00706552 0.00591156 0.00432657 0.00245249 0.00921503 0.00733767 0.00541204 0.00439117 0.00334385 0.0023064 0.00223897 0.00204578
internal_count=3910 3318 2986 2843 2808 2575 1410 1165 971 710 403 894 497 359 294 276 233 516 161
is_linear=0
shrinkage=0.00167351


Tree=2620
num_leaves=20
num_cat=0
split_feature=1213 124 403 1 123 42 50 48 4 1 48 160 457 49 47 52 3 0 12
split_gain=0.000505418 0.000188337 0.000182732 0.000284041 0.000253281 0.000298784 0.000250072 0.000233192 0.000175989 0.000188204 0.000141995 0.000185619 0.000209677 0.000227915 0.000210546 0.000312044 0.000107013 0.000103101 0.00012347
threshold=-1.0000000180025095e-35 0.11158000000000001 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.07992500000000001 0.11930500000000001 -0.23071499999999998 0.12263000000000002 0.097140000000000018 0.098455000000000015 0.082870000000000013 -0.049989999999999993 0.078345000000000012 -0.072349999999999984 -0.100615 -0.14136999999999997 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 16 10 11 12 13 -10 15 -15 -7 -17 -19
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 17 -18 18 -20
leaf_value=-0.0011751570099966925 -0.00086806359014366047 0.00072427663707010862 -3.1320604303872633e-05 0.0011060355584336984 0.00061692702062284748 3.0360121535870835e-05 -0.00070598408660326015 -0.00068958235975250383 -0.00067933610783472618 0.00079911592512374062 0.00067960953072850278 -0.00063055287322180589 0.00063022924286384899 -0.00049499986924306228 -0.00037658777470880991 0.0010122049797190349 -0.00070577947698845082 -3.848354561779412e-05 0.00076893783310283696
leaf_weight=0.0010127213911384691 0.0013428474167955637 0.0010523443975726061 0.0015510709712109319 0.0010189411906609824 0.0014565083411240088 0.0010468119055543346 0.0014770506572029619 0.0012136107601419263 0.0012218505960018876 0.0011468589778454016 0.0010242437735619178 0.0010777437964155654 0.0017156259813138055 0.0010006575069526234 0.0017238736872518257 0.0010296652906085064 0.0011725638757285285 0.0010566663929779739 0.0010650343429991702
leaf_count=592 611 40 181 81 297 98 424 83 120 136 97 133 125 137 122 51 94 147 341
internal_value=0 3.24101e-05 -1.78529e-07 0.000419611 -5.47448e-05 -0.00010816 -4.80358e-05 1.46819e-05 7.45283e-05 0.000154215 8.64561e-05 2.5034e-05 0.000105202 -2.17039e-05 0.000115046 0.000319167 -0.000358565 0.00057769 0.000366819
internal_weight=0 0.023394 0.0223416 0.00257001 0.0197716 0.0183151 0.0169723 0.0154952 0.0142816 0.0120622 0.0109154 0.00989112 0.00881337 0.00709775 0.0058759 0.00415202 0.00221938 0.00315137 0.0021217
internal_count=3910 3318 3278 262 3016 2719 2108 1684 1601 1409 1273 1176 1043 918 798 676 192 539 488
is_linear=0
shrinkage=0.00167351


Tree=2621
num_leaves=17
num_cat=0
split_feature=14 157 0 12 13 2 3 16 51 150 3 43 13 16 2 1
split_gain=0.000161859 0.000191756 0.000142023 0.000175649 0.000151985 0.000241636 0.000165142 0.000303286 0.000222595 0.000126253 0.000161995 0.000124757 0.000303089 0.000138036 0.00010239 6.77829e-05
threshold=0.020750000000000005 -0.077044999999999988 0.18055000000000002 0.10852500000000001 -0.091229999999999992 0.097940000000000013 0.11265500000000002 -0.072359999999999994 0.090935000000000016 0.086420000000000011 -0.089974999999999986 -0.083899999999999988 -0.014114999999999997 -0.089559999999999987 0.11578500000000001 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 15 8 -8 9 10 -6 -12 -13 -14 -7 -3
right_child=-2 2 -4 -5 6 14 7 -9 -10 -11 11 12 13 -15 -16 -17
leaf_value=0.00053241079512263221 -0.0007048544175061297 -0.00047196623590842218 0.000576579473984012 -0.0006605408666800213 -0.00051627134098695005 0.0010026476292974654 3.0070529023268157e-05 -0.0011986321915725042 0.00064038721528108286 -0.00055474736221726992 0.00047493423280222676 -0.0006828501440212444 0.000648622378289623 -7.6429256608303653e-05 0.00025469343702247139 0.00015454314134033097
leaf_weight=0.0019404852035335004 0.001005350297223386 0.0010770065679365746 0.0010730805863604703 0.0014341508071805146 0.0016593463770979179 0.001196758693656208 0.0013456312975470563 0.0011124761886307519 0.0013322266396852698 0.0016663530686055724 0.0018572318179169859 0.0015734916612240974 0.001446636935726556 0.0017698203715295919 0.0010343949234119763 0.0010186475456859375
leaf_count=452 153 183 44 276 451 73 64 57 187 134 313 899 97 299 136 92
internal_value=0 9.17428e-06 -4.01203e-05 -7.40151e-05 -2.75162e-05 0.000257117 -0.000116998 -0.000526009 -2.8065e-05 -0.00011736 -2.96169e-05 9.18674e-05 -5.66611e-05 0.000249671 0.000655885 -0.000167435
internal_weight=0 0.0225377 0.0205973 0.0195242 0.01809 0.00432681 0.0137632 0.00245811 0.0113051 0.00997288 0.00830653 0.00664718 0.00478995 0.00321646 0.00223115 0.00209565
internal_count=3910 3757 3305 3261 2985 484 2501 121 2380 2193 2059 1608 1295 396 209 275
is_linear=0
shrinkage=0.00174112


Tree=2622
num_leaves=15
num_cat=0
split_feature=1 147 16 12 1 16 51 4 4 15 3 48 3 16
split_gain=4.78035e-05 9.25686e-05 9.77451e-05 0.000239248 0.000120354 0.000137246 7.58766e-05 7.17951e-05 8.97354e-05 8.26131e-05 8.35033e-05 6.27697e-05 5.64876e-05 2.2229e-05
threshold=0.085835000000000009 1.0000000180025095e-35 -0.055679999999999993 -1.0000000180025095e-35 0.11561500000000001 -0.23935499999999996 -0.058534999999999997 -0.15333499999999997 -0.49837999999999999 0.083935000000000023 -0.08323499999999999 0.087945000000000009 -0.076539999999999983 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 -2 -5 8 -1 12 -11 13 -9 -7
right_child=1 -3 3 6 -6 11 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.002162293576455082 -0.0043232355645901914 0.0050617891813922854 0.0041562928782367626 -0.0021507409687940861 0.0051328064876507646 0.0051321561521478886 -0.0076901615502029484 -0.0017985681087041754 0.003850911117463393 -0.0029469491722490132 0.0033195580540860371 -0.0013321509652601397 -0.0063283906108072968 0.0018335629927902491
leaf_weight=0.0011285052835295628 0.0012804546492404261 0.0010725160296546589 0.0011333519363187407 0.0013963581531589997 0.0015927669428205445 0.0010097266810578796 0.0011204886518758018 0.0014701349664967703 0.0013953316491592807 0.0010595196252827996 0.0010790163721208224 0.0010360545254243236 0.0013076979055033572 0.001045310772567018
leaf_count=75 94 166 194 244 298 137 290 817 91 481 410 70 326 217
internal_value=0 0.000643551 0.000150688 -0.00189288 0.00140137 4.18227e-05 -0.00461687 -0.00101168 0.00116217 -0.00212764 0.00021487 0.00185001 -0.00393104 0.0034543
internal_weight=0 0.010687 0.00961451 0.0036502 0.00596431 0.00437155 0.00251685 0.00744021 0.00252384 0.00491637 0.00213854 0.00309109 0.00277783 0.00205504
internal_count=3910 1710 1544 728 816 518 534 2200 166 2034 891 424 1143 354
is_linear=0
shrinkage=0.0158556


Tree=2623
num_leaves=15
num_cat=0
split_feature=50 15 158 15 156 151 16 47 15 13 1 0 16 52
split_gain=4.658e-05 0.000110651 9.18706e-05 8.43615e-05 9.39213e-05 0.000100106 0.000112378 9.23288e-05 8.40015e-05 9.57584e-05 0.000109673 0.000143231 8.49052e-05 7.72043e-05
threshold=0.10625000000000001 -0.24219999999999997 0.08413000000000001 -0.11739999999999999 0.086765000000000023 -0.076429999999999984 -0.38486499999999996 0.09550500000000002 -0.095799999999999982 0.16421000000000002 0.087545000000000026 -0.084074999999999997 -0.072359999999999994 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 -8 10 11 -10 -12 -13
right_child=-2 2 -4 4 -6 6 7 -9 9 -11 12 13 -14 -15
leaf_value=0.0042927390594988497 -0.0029106886907808356 -0.003372438632073206 -0.0041756296090282004 0.0040269729733052005 -0.003482238584373719 -0.003759218249828891 -0.0033285622907812595 0.0039685746059887565 -0.0044479990031551274 -0.0031976495137523795 0.0064455389831949593 0.0033245985922031847 0.001071049110492546 -0.0012290158153006082
leaf_weight=0.001141748541183602 0.0010085581929029424 0.0012114303965403079 0.001014251592820199 0.0015679094850955195 0.0010775413973024743 0.0011627398603818789 0.0011045287736392044 0.0014702529647535592 0.0010172966501717728 0.0010044705749109387 0.0011543931275559555 0.0018202826438693735 0.0010877780172873219 0.0011624324909069866
leaf_count=282 418 230 350 293 394 110 88 87 482 105 182 426 207 256
internal_value=0 0.000142468 -0.000156395 0.000118284 0.000428546 0.00076427 0.000298544 0.000778934 0.000217387 0.000757858 0.00139436 2.45316e-05 0.00383813 0.00154995
internal_weight=0 0.0169971 0.0158553 0.0148411 0.0136296 0.0125521 0.0109842 0.00982144 0.00835118 0.00724665 0.00624218 0.00400001 0.00224217 0.00298272
internal_count=3910 3492 3210 2860 2630 2236 1943 1833 1746 1658 1553 1164 389 682
is_linear=0
shrinkage=0.0138033


Tree=2624
num_leaves=14
num_cat=0
split_feature=42 50 48 4 158 124 3 2 52 4 1 4 42
split_gain=4.76741e-05 6.75964e-05 7.77028e-05 0.000168315 8.4001e-05 7.88767e-05 0.000229761 0.00013601 9.62847e-05 8.60926e-05 8.56811e-05 0.000173827 7.6161e-05
threshold=-0.11145999999999999 0.10119500000000002 0.11930500000000001 0.28937500000000005 0.078875000000000015 -0.018779999999999995 0.10420500000000001 0.096750000000000017 -0.0066199999999999991 -1.0000000180025095e-35 0.076710000000000014 -1.0000000180025095e-35 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -7 12 -12 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 11 -13 -14
leaf_value=-0.0028440547143325982 -0.0032003223968062162 -0.0033246112693077947 -0.0033428852725446928 0.0054352686510111712 -0.003618697533681184 -0.0034432060560543672 0.0054197209698449902 -0.0032982673021974595 -0.0028223776833203851 0.0015933371222454735 0.0077935652904110647 0.00056003444594474711 0.0026395560706506632
leaf_weight=0.0011157765370765722 0.0010416750685707079 0.001034516951492522 0.0010323861711223513 0.001327186099502436 0.0010630957701613002 0.0015508798368202258 0.0018266742496847463 0.0019967535549444901 0.0010241240967904432 0.0011882188206815986 0.0011678975908566355 0.0015099527023331172 0.001000411430084662
leaf_count=229 151 442 111 347 344 462 129 467 386 90 273 115 364
internal_value=0 0.000161523 0.000390807 0.000653082 0.000178362 0.000506368 0.000849129 -3.54625e-05 0.000840037 -0.00125836 0.00206233 0.00371481 -0.000123398
internal_weight=0 0.0167638 0.0157293 0.0146969 0.0133697 0.0123066 0.0112649 0.00943824 0.00744148 0.0027391 0.00470239 0.00267785 0.00202454
internal_count=3910 3681 3239 3128 2781 2437 2286 2157 1690 552 1138 388 750
is_linear=0
shrinkage=0.0140794


Tree=2625
num_leaves=13
num_cat=0
split_feature=124 484 474 13 2 48 3 13 51 0 4 52
split_gain=4.48598e-05 8.35471e-05 7.17282e-05 9.89193e-05 0.0001112 8.41813e-05 0.000186281 0.000107782 0.000114893 0.000107742 0.000191341 0.000169673
threshold=-0.048219999999999992 -0.0043499999999999988 0.084655000000000022 -0.094679999999999986 0.099990000000000009 0.016865000000000002 0.086245000000000016 -0.071149999999999977 -0.22964499999999996 -0.11524 0.05309500000000001 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -5 -9 -10 11 -11
right_child=1 2 -4 5 -6 6 -8 8 9 10 -12 -13
leaf_value=0.0021366796197550462 -0.0036002547134986744 -0.00063014631721031915 0.0030077842896665528 -0.0050759357006259906 0.0038890895942460427 0.0045426692685468471 -0.001549528172755795 0.0026995141937033421 -0.0049175439328982438 -0.0056195631707752925 0.0031938909257497716 0.00076455573347916162
leaf_weight=0.0013893604021494336 0.0010584122079884224 0.0016924483439383744 0.0011691033595349907 0.0011403282306875666 0.0017117176335845093 0.0012996434408333547 0.0019791032022672961 0.0011366744490670508 0.0012318030930976451 0.001394802814801822 0.0013226903218087702 0.0012196840164400355
leaf_count=319 593 220 286 602 155 269 98 111 131 591 147 388
internal_value=0 -0.000203271 3.17539e-05 -0.000214499 0.00164226 -0.000803859 0.000865323 -0.00153886 -0.000899211 -0.00169058 -0.00068098 -0.00264131
internal_weight=0 0.0163564 0.015298 0.0141289 0.00340417 0.0107247 0.00327875 0.00744598 0.00630565 0.00516898 0.00393718 0.00261449
internal_count=3910 3591 2998 2712 375 2337 367 1970 1368 1257 1126 979
is_linear=0
shrinkage=0.0125021


Tree=2626
num_leaves=15
num_cat=0
split_feature=42 43 40 133 43 4 131 47 14 1 52 4 49 2
split_gain=4.5747e-05 7.55513e-05 0.000162259 9.1238e-05 8.96041e-05 0.000176687 0.000103894 0.000104013 0.0001188 0.000138159 0.000109497 7.44482e-05 4.44441e-05 1.95711e-05
threshold=-0.11145999999999999 0.16180500000000003 -0.018084999999999997 -0.085714999999999986 -0.17307499999999998 -0.34687499999999999 0.08844500000000001 0.09252500000000001 -0.13131999999999996 0.094695000000000015 -0.087604999999999988 -1.0000000180025095e-35 -0.024179999999999997 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7 10 -10 13 -11 -12
right_child=1 -3 3 4 5 6 -8 -9 9 12 11 -13 -14 -15
leaf_value=-0.0029002265861845125 0.0051076862209547885 -0.0036707899117864851 0.0038607852840147703 0.0032258873211624475 -0.0059287022700963525 -0.0037240178652726348 -0.0044497551053365803 -0.0037506037401622734 -0.003602188038448857 0.0026411169767395779 0.0019919272474728704 -0.00069296740167992745 0.006977963801274056 0.004881476051221462
leaf_weight=0.0011101215955164672 0.0014413242471461628 0.0010294568758510069 0.001171195347731145 0.0013068183987449558 0.0012907834447923308 0.0010275300585143674 0.0010919903680522052 0.0011695336703216883 0.0011802601135806621 0.001004303539924015 0.001007446667168811 0.0017562870129781286 0.0010240046147701569 0.0010043466523986895
leaf_count=229 346 255 327 139 227 83 450 145 284 122 484 266 167 386
internal_value=0 0.000171725 0.000427331 -5.33356e-05 -0.000409714 -0.000820831 -0.00017858 0.000329838 0.000926053 0.00161092 0.000291186 0.00151069 0.0048306 0.00343448
internal_weight=0 0.0165053 0.0154758 0.0140345 0.0128633 0.0115565 0.0102657 0.00917371 0.00800418 0.00697665 0.00494834 0.00376808 0.00202831 0.00201179
internal_count=3910 3681 3426 3080 2753 2614 2387 1937 1792 1709 1420 1136 289 870
is_linear=0
shrinkage=0.0146482


Tree=2627
num_leaves=20
num_cat=0
split_feature=1213 11 48 1 0 2 43 3 12 15 3 12 0 160 4 3 4 0 16
split_gain=0.000444605 0.000137724 0.000157282 0.00016805 0.000195732 0.0002898 0.000170989 0.000192761 0.000214579 0.000168064 0.000144453 0.00013974 0.000180802 0.000165544 0.00011768 0.000149903 0.000125208 0.000113464 0.000100478
threshold=-1.0000000180025095e-35 0.088315000000000018 -0.089609999999999981 0.10420500000000001 0.18055000000000002 0.10393500000000001 -0.24333999999999997 0.10666500000000002 0.089445000000000011 0.088190000000000004 -0.081244999999999998 0.086935000000000012 -0.070894999999999986 0.087260000000000018 -0.08422499999999998 -0.080744999999999997 -1.0000000180025095e-35 -0.14808999999999997 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 -5 8 -8 11 -11 13 -13 14 -4 -16 -17 18 -9
right_child=1 -3 3 6 -6 -7 7 17 -10 10 -12 12 -14 -15 15 16 -18 -19 -20
leaf_value=-0.0010836193421832235 -0.00054804743329252541 -0.00054380483154058416 -0.00024852527590671488 -0.00029369304781620757 0.00069248535386593336 -0.0007098800784958347 0.0013091631604998564 -0.00042491982975173667 0.00029756687822431123 2.2323129257931421e-05 0.0009144139942009209 -0.00090510650627412281 7.5374242167359042e-05 -0.00039531325682023077 0.00089371615250054433 0.00055859194639036917 -0.00019297218089064843 0.00061319620755030647 0.00031151522534326678
leaf_weight=0.001022973605857738 0.0010759643492970197 0.0010582985416372056 0.0011295598691361255 0.0010421441556580646 0.0010526581886924286 0.0016582114158593926 0.0011868988096894488 0.00102925003331511 0.0011623900877894833 0.0010019860518615809 0.0010318681970279417 0.0010961546003970153 0.0010139384586545647 0.0016370017952292149 0.0010751935476908132 0.001132884544501167 0.0013734347356742496 0.0010897245777756782 0.0010463680471701764
leaf_count=592 81 145 192 29 30 348 287 75 169 260 270 581 55 132 296 73 109 167 19
internal_value=0 4.51349e-05 7.50488e-05 0.000108978 2.18144e-07 -5.97577e-05 0.00032798 0.000445462 0.000808642 4.29909e-05 0.000474922 -6.08715e-05 -0.000433968 6.31452e-05 0.00022245 0.000370989 0.000146743 0.000175913 -5.36655e-05
internal_weight=0 0.0218939 0.0208356 0.0197597 0.0132029 0.0121502 0.00655678 0.00551463 0.00234929 0.010492 0.00203385 0.00845817 0.00211009 0.00634807 0.00471107 0.00358151 0.00250632 0.00316534 0.00207562
internal_count=3910 3318 3173 3092 2346 2316 746 717 456 1968 530 1438 636 802 670 478 182 261 94
is_linear=0
shrinkage=0.00167351


Tree=2628
num_leaves=13
num_cat=0
split_feature=151 1 49 474 2 151 48 0 13 0 16 51
split_gain=4.63678e-05 9.41055e-05 0.000110468 9.33904e-05 0.000134688 0.000127902 0.000147302 0.000123055 8.36965e-05 0.000105627 8.00938e-05 7.20726e-05
threshold=0.087190000000000017 0.12730000000000002 -0.085974999999999982 0.084655000000000022 0.086650000000000019 -0.083559999999999982 0.082070000000000018 -0.10943499999999999 -0.10023999999999998 -0.082194999999999976 -0.083564999999999987 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 8 -4 -7 -10 -9 -8
right_child=-2 -3 3 -5 5 6 11 10 9 -11 -12 -13
leaf_value=-0.0043556049943465781 0.0027188674058740078 0.0026210440465749569 -0.0064360633403645088 0.0033571886574440056 -0.0037312049019072773 0.002316674307611516 0.0063705664547874033 0.0012449013758804913 -0.0045908535163049083 0.00045259965422061045 -0.0029645979776984689 0.0015724655473839185
leaf_weight=0.0012266554515427174 0.0010260097399908642 0.0018632821988818571 0.0010295346438607966 0.0011867892909931494 0.0010964194016929094 0.001568497522589439 0.0011040995867978663 0.0013848111764839391 0.0011702956465200734 0.0019470209744320325 0.0018699629650892856 0.0011001363675707983
leaf_count=155 136 327 119 350 218 94 178 398 390 677 772 96
internal_value=0 -0.000187686 -0.000544085 -0.000196666 -0.000540383 0.000477678 0.00114744 -0.00243817 -0.00018305 -0.0014408 -0.00117358 0.00397583
internal_weight=0 0.0165475 0.0146842 0.0134576 0.0122708 0.00798647 0.00689005 0.00428431 0.00468581 0.00311732 0.00325477 0.00220424
internal_count=3910 3774 3447 3292 2942 1653 1435 1289 1161 1067 1170 274
is_linear=0
shrinkage=0.0132673


Tree=2629
num_leaves=19
num_cat=0
split_feature=1213 14 157 453 16 49 131 151 150 15 16 0 15 4 13 12 15 42
split_gain=0.000468712 0.000363922 0.000226245 0.000296497 0.000250869 0.000256148 0.000197091 0.000187418 0.000263727 0.00021632 0.000269458 0.00021602 0.000184174 0.000204985 0.000272223 0.000168128 0.000296125 6.68349e-05
threshold=-1.0000000180025095e-35 0.064610000000000015 -0.077044999999999988 1.0000000180025095e-35 -0.48509999999999992 0.11651500000000002 0.097135000000000013 0.056555000000000001 0.084800000000000014 -0.038029999999999987 -0.055679999999999993 -0.10209999999999998 0.091600000000000015 -0.51381999999999983 -0.094679999999999986 1.0000000180025095e-35 0.085120000000000015 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 17 6 7 8 9 10 11 -6 13 -11 -15 -16 -17 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 12 -12 -13 -14 14 15 16 -18 -19
leaf_value=-0.0011927065213272468 0.00068499303917548702 -0.0010581862285118896 0.00086202862732752221 -0.00093521190809269406 -0.0005434968341718068 0.00079569525120677664 0.00069396279477058225 -0.00069892970432408911 0.00059958998618468858 -0.00052979131174655072 -0.0010644621727173792 0.00047514417708092999 -0.0006872573602617726 0.0010071187450007618 0.00051045502934581727 -0.00089196193348862465 0.00045827420462071989 0.00025112673202828966
leaf_weight=0.0011322822626143028 0.001879690452393455 0.0010181591363661721 0.0014888044654628083 0.0010622465273381057 0.0017614893080237781 0.0012515368297366441 0.001076331599485429 0.001719694554016298 0.0018385883916310257 0.0012083299648326324 0.0016514065192300567 0.0011914899166044993 0.0010217213549937321 0.001415270838611528 0.001633099102343427 0.001203258574997694 0.0010284947816379258 0.0010374132224408215
leaf_count=592 438 122 171 91 90 181 189 97 154 42 361 263 331 51 100 262 258 117
internal_value=0 2.32568e-05 7.01735e-05 1.66434e-05 6.59009e-05 -1.06202e-05 -7.087e-05 -0.000123395 -5.24614e-05 -0.000151421 -0.000466749 -0.000132488 4.19022e-05 0.000156721 0.000313826 5.99494e-05 -0.000269711 0.000611156
internal_weight=0 0.024487 0.0234689 0.0215892 0.0205269 0.0180007 0.0167492 0.0156728 0.0139531 0.0121146 0.00460439 0.00295298 0.00751017 0.00648845 0.00528012 0.00386485 0.00223175 0.00252622
internal_count=3910 3318 3196 2758 2667 2379 2198 2009 1912 1758 714 353 1044 713 671 620 520 288
is_linear=0
shrinkage=0.00184769


Tree=2630
num_leaves=13
num_cat=0
split_feature=4 13 39 12 15 16 42 151 15 15 48 42
split_gain=4.82425e-05 6.68989e-05 5.0984e-05 7.08041e-05 0.00011088 9.84886e-05 8.70334e-05 7.887e-05 7.09998e-05 8.63826e-05 8.40349e-05 5.33117e-05
threshold=0.27020000000000005 -0.0064299999999999991 0.097470000000000015 0.084100000000000022 0.088190000000000004 -0.014099999999999998 0.084685000000000024 -0.083919999999999981 0.024640000000000006 -0.015439999999999997 0.087710000000000024 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 -1 9 10 -9 -6
right_child=1 -3 -4 4 11 6 -8 8 -10 -11 -12 -13
leaf_value=0.0043531621637217487 0.004358990726819759 -0.00016292617607393303 -0.0031184687323654965 -0.0048112979032143982 -0.00097982724167211045 -0.0031295950627971115 0.00164716930283846 -0.0023919932383872546 -0.0026686672401093998 0.00353396400329594 0.0019192316270069802 0.0031635812339615705
leaf_weight=0.0010127149722498688 0.0010334881064898126 0.0014256760385679195 0.0010951158605927167 0.0017525706059039322 0.0010135706134703527 0.0013842412510013764 0.0014101078719986459 0.0016768412540850118 0.0012046256840672759 0.0016405551161848327 0.0016356222090647774 0.0012956235869328904
leaf_count=188 280 192 101 894 303 344 420 128 204 183 171 502
internal_value=0 0.00173745 -0.000306277 -8.6715e-05 -0.00106998 -0.0022964 -0.000719104 0.000853454 0.000277876 0.000994506 -0.000263204 0.00134492
internal_weight=0 0.00245916 0.0151216 0.0140265 0.00685611 0.00454692 0.00279435 0.00717036 0.00615764 0.00495302 0.00331246 0.00230919
internal_count=3910 472 3438 3337 2463 1658 764 874 686 482 299 805
is_linear=0
shrinkage=0.0135326


Tree=2631
num_leaves=18
num_cat=0
split_feature=1213 453 4 15 48 49 52 52 51 52 0 133 3 43 2 2 14
split_gain=0.000437969 0.000135884 0.000171714 0.000178692 0.000142098 0.000152554 0.000163318 0.000383138 0.000289057 0.000165396 0.000246797 0.000192488 0.000233898 0.000108296 0.000159369 5.99821e-05 2.52729e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 -0.10469999999999999 0.095825000000000007 -0.086904999999999996 -0.094124999999999986 -0.081429999999999989 -0.14636999999999997 -0.0066199999999999991 -0.10131499999999999 -0.088724999999999984 -0.084014999999999992 -0.088734999999999994 0.11085000000000002 0.093655000000000002 -0.24790499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7 -9 -11 -12 -13 -4 -15 -14 -16
right_child=1 -3 13 4 -6 6 7 9 -10 10 11 12 15 14 16 -17 -18
leaf_value=-0.0010914624119738976 -0.00067391519274318293 -0.00052447368114002461 -0.0001367909419597124 -0.00063287691147308092 0.00047670753792856783 0.00015326728831472356 0.0010855971721310011 -0.00045645013334101668 -0.0010479038216106404 0.000777112916647376 0.00059360299310724307 0.00024144096225819659 -0.00086909671007206677 0.0008215732336252972 -5.4539998808612628e-05 -0.00032504847958236192 0.00032609514133210161
leaf_weight=0.0010489974436031389 0.0011240549477807118 0.0011894978333479292 0.0010793179587146665 0.0011199436714221809 0.0018353811355077401 0.0013234579025302555 0.0010727730684339997 0.0017996738305654202 0.0010444412570982465 0.0013566945787786824 0.0011281294230781136 0.0019638472671083189 0.0010082143991805123 0.0019491107831997681 0.0010022620960046628 0.0014251316416048678 0.0010312315920925391
leaf_count=592 224 99 102 117 168 160 133 323 369 87 178 291 431 239 81 172 144
internal_value=0 3.69766e-05 6.83843e-05 -1.73568e-05 3.15902e-05 -3.0103e-05 2.55852e-05 0.000123204 -0.000376549 4.28315e-06 0.000124767 -3.54112e-05 -0.000196789 0.000342817 0.000472794 -0.000550465 0.000138489
internal_weight=0 0.0224532 0.0212637 0.0162017 0.0150777 0.0132423 0.0121224 0.00975446 0.0023679 0.00868169 0.00688202 0.00552532 0.00439719 0.00506192 0.0039826 0.00243335 0.00203349
internal_count=3910 3318 3219 2653 2429 2261 2144 1615 529 1482 1159 1072 894 566 464 603 225
is_linear=0
shrinkage=0.00170698


Tree=2632
num_leaves=19
num_cat=0
split_feature=14 1186 0 1 2 2 52 39 50 48 2 133 1 13 52 0 16 13
split_gain=0.000154845 0.000140826 0.000186762 0.000274916 0.000256241 0.000338998 0.000212668 0.000253029 0.000219971 0.000278256 0.000325144 0.000179153 0.000161904 0.00012731 0.000133804 0.000173 0.00011533 9.15443e-05
threshold=0.020750000000000005 0.081240000000000021 0.18055000000000002 0.077800000000000022 0.10393500000000001 0.097360000000000016 -0.27466499999999994 0.084535000000000013 0.10119500000000002 0.11930500000000001 0.11542500000000001 0.083815000000000014 0.086560000000000012 -0.094679999999999986 -0.07125999999999999 -0.10131499999999999 -0.057604999999999996 -0.0061199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 -5 8 9 10 12 17 -8 -14 -15 16 -16 -1
right_child=-2 -3 -4 6 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 -19
leaf_value=-0.0011533756768606878 -0.00069340753077462602 0.00065854861045901907 0.00072546512888563514 -0.00062114293036405336 -0.001064921852134355 0.00068021279842894159 0.00067134472499657074 0.00089997468639227136 -0.00069334305039393991 -0.00072546575817408201 0.0011541033198969467 -5.1337866062478738e-06 0.00057971126183556474 -0.00063406382165676078 2.7559894067912807e-06 -0.00046055390869249592 0.00071128027164986732 -0.00040380792913766975
leaf_weight=0.0010494503721060469 0.001017212007691822 0.0010236071213792211 0.0010192772218605142 0.0012248125239387999 0.0013037350329694782 0.0011172498240310455 0.0014102828900921568 0.0012875640682856416 0.001079581763583414 0.0010305027665462605 0.0010990309139569153 0.0016841708270836078 0.001040958686528295 0.0011591256720168185 0.0018188025784815487 0.0014534728194078332 0.0012044103750668044 0.0010069735412076312
leaf_count=527 153 112 42 194 329 154 127 320 222 52 156 652 86 110 73 352 22 227
internal_value=0 1.53224e-05 -1.60463e-05 -5.38931e-05 -0.00036583 -0.000178209 8.52977e-05 0.000154058 6.90363e-05 0.000149597 0.000247762 -0.000434605 0.00012459 9.10308e-06 -9.62907e-05 4.29522e-05 0.000285023 -0.000786333
internal_weight=0 0.022013 0.0209894 0.0199701 0.00616158 0.00485784 0.0138085 0.0125837 0.0112962 0.0102166 0.00918608 0.00374059 0.00808705 0.00667677 0.00563581 0.00447669 0.00302321 0.00205642
internal_count=3910 3757 3645 3603 1889 1560 1714 1520 1200 978 926 1406 770 643 557 447 95 754
is_linear=0
shrinkage=0.00177594


Tree=2633
num_leaves=18
num_cat=0
split_feature=1213 14 4 13 15 131 52 39 157 160 52 3 0 151 12 2 3
split_gain=0.000518969 0.000176047 0.000165197 0.00029773 0.000221115 0.000202441 0.000300235 0.000230969 0.00023995 0.000201654 0.000260914 0.000236669 0.000343275 0.000293183 0.000180024 0.000138666 9.58207e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 -0.51381999999999983 -0.091229999999999992 -0.089594999999999994 0.097135000000000013 -0.24456499999999998 0.005105000000000001 -0.077044999999999988 -1.0000000180025095e-35 0.13709500000000002 -0.083144999999999983 -0.10071499999999999 -0.0088999999999999982 0.091555000000000011 0.090695000000000012 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 -8 -10 11 14 13 -13 -11 -15 -6
right_child=1 -3 3 5 16 -7 7 -9 9 10 -12 12 -14 15 -16 -17 -18
leaf_value=-0.0012837447878093545 -0.00059017763593802121 -0.00071635678222586321 6.1405107492132395e-05 -0.00085121906602305764 0.00055707463814739947 0.00078838369910641873 0.00075085697740779136 0.00076845844938974229 -0.00068332722293985132 0.00063668056733782704 0.00081269517670603749 -0.00095959304949460309 -0.0013374071800351809 -0.00015064439577884374 -0.00031789395606573063 0.00070464456292252536 0.0012697366102371447
leaf_weight=0.0010575958281772877 0.0011985165939523796 0.0010014231347367846 0.0019420545260208123 0.0014745909831525633 0.0013955001184725061 0.001026010858868655 0.0011451221696106911 0.0012964348771878345 0.0019092093586836343 0.0017902161971158695 0.0011188997245801247 0.0010577661509674208 0.0010324262827564939 0.0016364706396470039 0.0010822192282920612 0.0010704692672369731 0.0011962102689415111
leaf_count=592 79 137 219 353 122 211 261 294 545 277 63 66 371 34 132 65 89
internal_value=0 4.08084e-05 7.62865e-05 0.000115881 0.000532785 -4.9732e-06 -6.06734e-05 2.8048e-05 -5.30049e-05 -0.000139054 -2.08153e-05 -0.000142415 -0.000393573 -0.000134738 0.000277035 0.000187583 0.000886006
internal_weight=0 0.0223735 0.0213721 0.0201736 0.00453376 0.0156398 0.0146138 0.0131392 0.0118428 0.0106977 0.00878847 0.00766957 0.00479713 0.00376471 0.00287244 0.00270694 0.00259171
internal_count=3910 3318 3181 3102 430 2672 2461 2108 1814 1553 1008 945 536 165 409 99 211
is_linear=0
shrinkage=0.00184769


Tree=2634
num_leaves=15
num_cat=0
split_feature=41 133 42 40 2 2 4 52 52 52 1 3 15 4
split_gain=4.98511e-05 5.30563e-05 6.82126e-05 8.21263e-05 0.000126486 0.000193639 9.93927e-05 0.000155782 0.000130784 7.62644e-05 0.000173562 8.54535e-05 3.50114e-05 9.60107e-06
threshold=0.078535000000000008 0.10681500000000001 -0.090359999999999982 -0.018084999999999997 0.11230000000000001 0.11635500000000001 0.074650000000000008 -0.11271999999999999 -0.07984999999999999 0.071660000000000015 0.088010000000000019 -0.083144999999999983 -0.042544999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5 -9 10 -10 -11 -8 -12
right_child=-2 -3 3 4 5 -7 12 8 9 11 13 -13 -14 -15
leaf_value=-0.0019215115685262366 -0.0023139050983674273 -0.0021758259890720714 0.0030525039034228901 -0.0035927222611223442 -0.0055258456766877628 0.00037761324171944899 0.0013688333080484169 0.0038981204618579539 -0.0043735832461640478 0.0033741273267581572 0.00015504821709357586 -0.00063326819619723184 0.0040741445333224444 0.0015901741045371224
leaf_weight=0.0014571474202583765 0.001016105843148706 0.0010725376178335978 0.0013059982055956187 0.0010496207395606022 0.0010026990030538871 0.0017140101224499514 0.0010254698054668124 0.0012801672252757057 0.0011091160813827966 0.0013284800473894812 0.0011257188998303816 0.0011137999513006168 0.0011617105536649965 0.0010042597999532776
leaf_count=367 195 530 303 396 86 294 166 157 434 240 183 436 67 56
internal_value=0 0.000120185 0.000277254 0.000502548 0.000244691 -0.00180127 0.000789709 0.000239298 0.000817068 0.000122823 -0.000950674 0.00154656 0.00280575 0.000831693
internal_weight=0 0.0167507 0.0156782 0.0142211 0.0129151 0.00271671 0.0101983 0.00801116 0.00696154 0.00568137 0.00323909 0.00244228 0.00218718 0.00212998
internal_count=3910 3715 3185 2818 2515 380 2135 1902 1506 1349 673 676 233 239
is_linear=0
shrinkage=0.0106704


Tree=2635
num_leaves=20
num_cat=0
split_feature=0 1 2 2 15 52 39 50 48 2 151 12 0 151 12 3 1 15 2
split_gain=0.000160543 0.000158801 0.00028186 0.000200993 0.000190063 0.000173792 0.000203454 0.000166392 0.000264343 0.000358824 0.000141294 0.000152021 0.000200658 0.000158004 0.000133262 0.000128751 8.65023e-05 8.23522e-05 6.68002e-05
threshold=0.18055000000000002 1.0000000180025095e-35 0.10393500000000001 0.097360000000000016 0.083935000000000023 -0.27466499999999994 0.085220000000000004 0.10625000000000001 0.11930500000000001 0.11542500000000001 -0.086769999999999986 0.088325000000000015 -0.10071499999999999 -0.0088999999999999982 0.085465000000000013 -0.084129999999999996 0.10647000000000001 -0.092459999999999987 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 -3 7 8 9 10 -7 12 13 -12 -1 -6 -13 18 -15
right_child=-2 5 -4 -5 15 6 -8 -9 -10 -11 11 16 -14 17 -16 -17 -18 -19 -20
leaf_value=-0.00019782018136192954 0.0006324856962020228 -0.00053521466995834249 -0.0009723920274499878 0.00053725272393100694 -0.00031452444700513348 0.00066424862929627306 0.00073542091084313158 -0.0006123397069546548 -0.00072065907680123032 0.001086348562606312 -0.00053040365906177026 0.00067839418259415282 -0.00072435568837643375 -0.00027505755111766452 -0.0010223834137144865 0.00051926847942903752 5.2911450119829365e-05 0.00058983781039001189 0.00031906270558650557
leaf_weight=0.0011227367744494872 0.0010308064047290363 0.0012843469200932633 0.0012559847157778779 0.0011247103144114701 0.0010300158683040628 0.0010028039685594558 0.0013110731694636465 0.0010002318125677525 0.0010005831561386578 0.0010938097311779258 0.0010834640380537053 0.0011515988917181058 0.0013232326828010376 0.0010709912418799539 0.0010740559657638673 0.0010447669737874421 0.0013395055010697599 0.001062251020517606 0.0010492817935983112
leaf_count=336 44 209 339 160 390 81 312 209 57 171 42 305 252 38 413 326 93 98 35
internal_value=0 -4.36583e-05 -0.000258363 -9.21734e-05 -0.000257902 5.30221e-05 0.000109031 4.15935e-05 0.000100111 0.000180808 7.17614e-05 -1.76886e-06 -0.000155014 2.15859e-05 -0.000600966 0.000105336 0.000342062 0.000209506 1.8961e-05
internal_weight=0 0.0214254 0.00665227 0.00539629 0.00427158 0.0147732 0.0134888 0.0121778 0.0111775 0.0101769 0.00908313 0.00808033 0.00558922 0.00426599 0.00219679 0.00207478 0.0024911 0.00318252 0.00212027
internal_count=3910 3866 1964 1625 1465 1902 1693 1381 1172 1115 944 863 465 213 749 716 398 171 73
is_linear=0
shrinkage=0.00167351


Tree=2636
num_leaves=20
num_cat=0
split_feature=1213 14 11 1374 124 123 4 3 157 2 13 52 0 15 12 16 48 4 3
split_gain=0.000594657 0.000261486 0.00018493 0.000196124 0.00015789 0.000221122 0.000280346 0.000286008 0.000248498 0.000374807 0.000371397 0.00025336 0.000246759 0.000284291 0.000223926 0.000156293 0.000131509 9.65442e-05 4.00941e-05
threshold=-1.0000000180025095e-35 0.056865000000000006 0.088315000000000018 -0.094679999999999986 0.10068000000000002 0.083745000000000014 -0.49837999999999999 -0.14818499999999998 -0.07453499999999999 0.10796500000000002 0.025140000000000006 0.13266500000000003 -0.06402999999999999 0.088190000000000004 0.086935000000000012 -0.083564999999999987 0.016865000000000002 0.050655000000000006 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9 10 12 16 13 14 15 18 -11 -17 -10
right_child=1 -3 -4 4 -6 -7 7 8 9 11 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.0011688046538688328 -0.00054023891585873007 -0.00078019441501253845 -0.00057695203141407603 -0.00067256026464761513 0.00078106881900771451 0.00080551808186549807 0.00097154695673935766 0.0007108848105956447 0.00023348521748350545 -0.0010995763713803543 -0.00059982404723997473 0.00019298168937483586 0.00081035946805432379 0.00072896147512292687 -0.00054004865272500437 -0.00052177667450749689 -0.00031921386300147415 0.00019417785043748432 0.00066274310776043841
leaf_weight=0.0011485729397735086 0.0011833311215161393 0.0010026900609790826 0.0011112672592222808 0.0012737384881881452 0.0010044356983685996 0.001170363816260271 0.0010115244333545282 0.0014876449951331675 0.0011207802155568554 0.0013559975391248735 0.001521240065956748 0.0010817974380599206 0.0018542190054775878 0.0017368140584841096 0.0016474601406866653 0.0010145728966929456 0.0010175540385832793 0.0010134454064889553 0.0012269548294612243
leaf_count=592 66 128 123 128 56 261 102 337 131 248 194 66 94 427 482 282 102 22 69
internal_value=0 3.98487e-05 7.586e-05 0.000109257 0.000146678 0.000114058 6.99894e-05 0.000125333 7.20958e-05 6.96643e-06 0.000153448 -0.000465097 0.000272637 0.00014415 -2.44818e-05 0.000169628 -0.000765031 -0.000163998 0.000457821
internal_weight=0 0.0238358 0.0228331 0.0217219 0.0205385 0.0195341 0.0183637 0.01709 0.0160785 0.0145908 0.0111355 0.00345535 0.00961425 0.00776003 0.00602321 0.00437575 0.00237355 0.00202802 0.00234774
internal_count=3910 3318 3190 3067 3001 2945 2684 2556 2454 2117 1701 416 1507 1413 986 504 350 304 200
is_linear=0
shrinkage=0.0016407


Tree=2637
num_leaves=14
num_cat=0
split_feature=4 1 49 52 133 4 3 16 43 49 48 15 52
split_gain=4.67083e-05 5.9278e-05 4.73265e-05 6.11647e-05 0.000118189 7.84798e-05 0.000138962 0.000116759 9.65256e-05 8.51747e-05 0.000144124 8.42506e-05 5.60208e-05
threshold=0.27020000000000005 0.11198000000000001 0.10447000000000002 0.11401500000000002 -0.090054999999999982 -0.082054999999999975 -0.075954999999999981 0.15737500000000001 -0.014114999999999997 -0.006494999999999999 0.087710000000000024 -0.017214999999999998 -0.025069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 12 8 -6 10 -8 -11 -7
right_child=1 -3 -4 -5 5 6 9 -9 -10 11 -12 -13 -14
leaf_value=-0.0042230142803824158 -0.00045236556249965957 0.003721562322413669 0.0023573491141898033 -0.0030557371065592009 0.00043806236487986744 -0.0012951755583532124 -0.0045625130522381954 -0.0014810307413686758 0.0059544713187024319 0.0001625500584278872 0.0016110545553037468 0.0047744399876257877 -0.0057805023954971601
leaf_weight=0.0012130205836164863 0.001212927232171327 0.001281417408372435 0.0011325497094220047 0.0015486321183755128 0.0010063024738745166 0.0010009340741186255 0.0012582701704492161 0.0012531796200415633 0.0013740886179142613 0.0017036113277439291 0.0015401834992740965 0.0012633400650684523 0.0010395938740910523
leaf_count=415 137 335 302 491 326 379 108 195 222 164 127 126 583
internal_value=0 0.0016919 -0.000304874 -0.000517188 -0.000206477 0.000219428 -0.00054531 0.0018623 0.00362243 0.000528863 -0.00116477 0.00212631 -0.00358033
internal_weight=0 0.00249434 0.0153337 0.0142012 0.0126525 0.0114395 0.00780593 0.00363357 0.00238039 0.00576541 0.00279845 0.00296695 0.00204053
internal_count=3910 472 3438 3136 2645 2230 1487 743 548 525 235 290 962
is_linear=0
shrinkage=0.0135326


Tree=2638
num_leaves=13
num_cat=0
split_feature=11 3 1 2 2 15 13 52 52 49 0 12
split_gain=4.6586e-05 6.51048e-05 6.6138e-05 0.000137345 0.000172182 0.000112255 9.58695e-05 0.00026152 0.000161504 7.67742e-05 9.08596e-05 3.70579e-05
threshold=0.081005000000000008 -0.14218999999999996 0.077800000000000022 0.10393500000000001 0.092340000000000019 0.083935000000000023 -0.0010249999999999997 -0.012244999999999997 -0.074484999999999982 -0.015364999999999998 -0.15137999999999999 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -4 -8 -10 -11 -9
right_child=-2 2 6 -5 -6 -7 8 11 9 10 -12 -13
leaf_value=0.0033977075528761158 -0.0026264790775064537 -0.0052221061476188761 0.0073873544023695713 -0.0054562176450712605 0.0032399006450126262 0.0004633220167222242 -0.0036564372877735053 -0.0023800317335358188 -0.0019979873261043507 0.00487498070612762 0.00026278918341836289 0.0013420668970060626
leaf_weight=0.0011098616528738428 0.0012198222189820701 0.0013132312810225834 0.0012893455247794238 0.001175964610125025 0.0017324307220510796 0.0013336326139241489 0.0019718804760578967 0.00103933446549397 0.0011543816104759852 0.0013648778334153329 0.0020156189566388743 0.0010000181538289896
leaf_count=158 233 606 361 338 418 598 186 277 97 78 193 367
internal_value=0 0.000168956 -6.38771e-05 -0.00126787 -0.00014318 -0.00235748 0.000616162 0.00252149 -0.00035856 0.00107544 0.00212496 -0.000554861
internal_weight=0 0.0165006 0.0153907 0.00555526 0.00437929 0.00264686 0.00983546 0.0033287 0.00650676 0.00453488 0.0033805 0.00203935
internal_count=3910 3677 3519 1960 1622 1204 1559 1005 554 368 271 644
is_linear=0
shrinkage=0.0138033


Tree=2639
num_leaves=14
num_cat=0
split_feature=151 1 15 52 0 12 4 13 157 16 13 2 457
split_gain=4.72917e-05 7.68866e-05 0.000107598 6.51568e-05 0.000110947 0.000134583 0.00013005 0.000120903 8.55158e-05 0.000152171 0.00012397 8.01735e-05 9.93519e-05
threshold=0.087190000000000017 0.12811000000000003 0.090505000000000016 0.11588000000000002 -0.077944999999999987 0.089995000000000006 -0.49837999999999999 -0.070604999999999987 -0.07686999999999998 -0.055679999999999993 -0.013465 0.085255000000000011 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 -1 10 -10 -12 -13
right_child=-2 -3 -4 -5 6 -7 7 -9 9 -11 11 12 -14
leaf_value=0.003540367141484414 0.0027449341999466982 0.0023580340872699679 -0.004026772188585841 -0.0026232915324689806 -0.0020151507062011751 -0.0050582035882939845 0.0069655128378580478 0.0012939727631669086 0.003677684466723063 -0.0050692930085657808 0.001716258933990534 -0.00547311275218673 0.00029284755234891053
leaf_weight=0.001019953116434988 0.0010253605340407338 0.0018500361257238933 0.001388212931639733 0.0016385411697342591 0.0010008361587826586 0.0010724026067982922 0.0011048045427917569 0.0016492507799312 0.0014270064526243336 0.0010999110795817764 0.0012141452814477885 0.001042964412270031 0.0010612524609536766
leaf_count=227 136 323 663 336 141 370 178 375 419 371 173 147 51
internal_value=0 -0.000191195 -0.000511602 -0.000145554 0.000201665 -0.000687208 0.00208069 0.00356914 -4.42411e-06 -0.000622961 0.000407638 -0.000998592 -0.00256508
internal_weight=0 0.0165693 0.0147193 0.0133311 0.0116925 0.00793764 0.00375489 0.00275406 0.00686523 0.00584528 0.00474537 0.00331836 0.00210422
internal_count=3910 3774 3451 2788 2452 1758 694 553 1388 1161 790 371 198
is_linear=0
shrinkage=0.0132673


Tree=2640
num_leaves=14
num_cat=0
split_feature=484 42 15 133 1 1 1 3 12 0 16 16 15
split_gain=4.88465e-05 5.62858e-05 7.19855e-05 0.000156025 0.000114473 0.000138173 0.000148446 0.00018863 0.000224246 9.22468e-05 5.47378e-05 3.12867e-05 2.75227e-05
threshold=-0.0043499999999999988 0.10269500000000001 1.0000000180025095e-35 0.083815000000000014 1.0000000180025095e-35 0.086560000000000012 0.095575000000000007 0.11265500000000002 0.090840000000000018 0.14676000000000003 -0.088144999999999987 -0.074204999999999979 -0.07052499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 9 -6 -7 8 -8 12 -4 -9 -2
right_child=1 -3 3 -5 5 6 7 11 -10 -11 -12 -13 -14
leaf_value=-0.0020938205352189071 -0.0011185929560039725 -0.0021887048533417233 -0.0010736825041209042 0.0025138523249555803 0.0050998729115747802 -0.0017457682058335195 0.0061383227488434481 0.00066715229559862106 -3.5123207560342132e-05 0.0013619551213961076 -0.0041804141227226961 -0.0020090475434911682 -0.0036526837793728851
leaf_weight=0.0012435985782861007 0.0010231428060006043 0.0011389310964405571 0.0016743043360115395 0.0011028428969495352 0.0010767217706904872 0.0018308904692875966 0.0017423720910989121 0.001067630689757469 0.0011617169882831568 0.00127176032890889 0.0011219926384498915 0.0010041881694505816 0.0010077810737984328
leaf_count=612 406 402 287 237 105 210 326 162 197 48 595 60 263
internal_value=0 0.000144359 0.000320503 -0.000952949 0.000764386 0.00147702 0.00090394 0.0018789 0.00366877 -0.000936664 -0.00232023 -0.000629973 -0.00237605
internal_weight=0 0.0162243 0.0150853 0.00389914 0.0111862 0.00788352 0.0068068 0.00497591 0.00290409 0.00330268 0.0027963 0.00207182 0.00203092
internal_count=3910 3298 2896 1119 1777 1060 955 745 523 717 882 222 669
is_linear=0
shrinkage=0.0108838


Tree=2641
num_leaves=14
num_cat=0
split_feature=150 151 11 151 15 484 3 0 16 16 1 16 4
split_gain=4.91812e-05 0.000108376 8.4409e-05 8.27611e-05 7.78464e-05 7.92557e-05 9.44163e-05 0.000121416 0.000109072 0.000100133 8.05933e-05 7.68768e-05 2.32946e-05
threshold=0.084800000000000014 -0.051109999999999996 0.077165000000000025 -0.03268999999999999 -0.24219999999999997 0.084225000000000008 -0.074234999999999982 -0.10462499999999998 0.27608500000000008 -0.23935499999999996 0.088385000000000005 -0.0083999999999999995 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 9 -8 12 -6 11 -11 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0030921167923215185 0.004544881504359416 -0.0006973018034167834 -0.0038694371562232911 0.004039588710722874 0.0046600473649069758 0.0036801166753335527 -0.0049446253045930134 0.00027606884216997273 -0.0034869710128116811 -0.0035356587956936647 0.0031967960337636 0.0013480973429061635 0.0031424201921903417
leaf_weight=0.0014951921159848782 0.0013248483222802762 0.0017360194654636556 0.0011941681479785962 0.001000131320506613 0.0011079100963778989 0.0010141650422163884 0.0015230693435063503 0.0011565618012322441 0.0012630768734735176 0.0014220570698242477 0.0010075246328128534 0.0010809160353890716 0.0010136781552397139
leaf_count=350 275 183 252 249 86 239 167 383 119 933 314 290 70
internal_value=0 0.00157169 -0.000356432 -3.58089e-05 0.000358507 1.08278e-05 -0.000377824 -0.00170096 -0.000262026 0.00104214 -9.96662e-05 -0.00142659 0.00161489
internal_weight=0 0.00306087 0.0142785 0.0130843 0.0115891 0.010589 0.00957479 0.00495639 0.00343332 0.00461841 0.0035105 0.00250297 0.00217024
internal_count=3910 458 3452 3200 2850 2601 2362 739 572 1623 1537 1223 453
is_linear=0
shrinkage=0.0138033


Tree=2642
num_leaves=17
num_cat=0
split_feature=14 124 1186 0 157 42 48 43 4 3 42 0 1 52 0 151
split_gain=0.000176893 0.000146559 0.000148961 0.000192042 0.000227018 0.000203305 0.000202483 0.000191521 0.000178035 0.000152689 0.000220496 0.000143977 0.000127151 0.000121069 0.000100319 0.000169179
threshold=0.020750000000000005 0.10385500000000002 0.081240000000000021 -0.10575999999999998 -0.066289999999999988 -1.0000000180025095e-35 0.086065000000000016 -0.049504999999999987 0.08734500000000002 -0.11266 0.091330000000000008 -0.083934999999999996 0.078340000000000007 0.06136500000000001 -0.17106499999999999 -0.0095999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -6 9 -7 11 -11 -8 14 15 -9
right_child=-2 -3 -4 5 7 6 12 13 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0009514141192787667 -0.00075251443353278619 0.00069388996638664133 0.00065782659067956984 -0.00075687177130788746 0.00063623291006590125 0.00012794836869569408 0.00081663414862797571 -0.00061142768326249487 0.00032098164242960265 4.4181038722256917e-05 -0.0012911370578951528 -0.00068132562071204609 -4.1394349961651398e-05 0.00038546375929045495 -0.00061512158740315882 0.00028301429498408582
leaf_weight=0.0010431927056480106 0.001023331004051809 0.0010044982695246616 0.0010288194652663387 0.0018109686429549311 0.0014537926931752227 0.001488663743990145 0.0011095816498810228 0.0010968967261465457 0.0014975224444857141 0.0017398806199367457 0.0010017291534541849 0.0018540148457679771 0.0011583882368180897 0.0013139057360742612 0.0015375215492761645 0.0018887391285213884
leaf_count=43 153 49 112 855 143 135 167 74 226 525 526 409 177 70 172 74
internal_value=0 1.79219e-05 -1.43756e-05 -4.89633e-05 0.000161029 -0.000199047 -9.64861e-05 4.79393e-05 -0.000238536 -0.00037625 -0.000539576 -0.000330093 0.000378388 -9.85825e-05 -0.00023919 -4.55959e-05
internal_weight=0 0.0220281 0.0210236 0.0199948 0.00833405 0.0116607 0.00984978 0.00729086 0.00758181 0.00608429 0.00459562 0.0035939 0.00226797 0.00583706 0.00452316 0.00298564
internal_count=3910 3757 3708 3596 576 3020 2165 533 1821 1595 1460 934 344 390 320 148
is_linear=0
shrinkage=0.00181146


Tree=2643
num_leaves=21
num_cat=0
split_feature=1213 1456 0 403 4 16 42 1 453 49 42 4 42 52 49 48 16 15 16 51
split_gain=0.000529292 0.000306167 0.000169031 0.000265719 0.000187071 0.000200069 0.000165961 0.000289093 0.000204789 0.000173172 0.000144873 0.000237331 0.000149094 0.000169184 0.000155141 0.00018249 0.000309554 0.000340257 6.81239e-05 5.72364e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.18055000000000002 0.092300000000000007 -0.34687499999999999 0.18936500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.14917999999999998 0.091955000000000023 0.074650000000000008 0.088115000000000013 -0.081429999999999989 0.093945000000000015 0.088465000000000002 -0.09601999999999998 -0.10312999999999999 -0.049719999999999993 -0.08373499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 9 -8 12 -12 13 -11 15 16 -15 -18 -19 -9
right_child=1 2 -4 -5 6 -7 8 19 -10 10 11 -13 -14 14 -16 -17 17 18 -20 -21
leaf_value=-0.0012693239762324455 -0.00091773864082235913 4.9954771757144136e-05 0.00075449847400484225 0.00087238725735054492 -0.0011175127265234711 -0.0010736828680006491 0.00082533936413027803 0.00038265024129563961 -0.00065965622968508172 0.00062860845315221129 -0.00096572803605705936 0.00029560184185762424 0.00082824504010970811 0.00069695667689512262 0.00068381686684145697 -0.0005791974413477622 -0.0011325890504041197 0.0004935149207086401 -0.00016558005233261179 -0.00023974397754172993
leaf_weight=0.0011117544296641779 0.0011001942481691325 0.0010646111524585866 0.0012021012854623548 0.0012434266647383388 0.0010641465919800893 0.0010999117861036356 0.0013247435748091002 0.0010129004972631583 0.0010414796639747195 0.0018989866076092815 0.0010078914827667752 0.0010294513765981149 0.0011810975775612556 0.001855308087830554 0.0010283979285784506 0.0018642452523146558 0.0010191813194761114 0.0010721779782565215 0.0010693461319726985 0.0010048473493459442
leaf_count=592 332 75 42 147 439 158 88 49 86 232 396 170 245 197 93 102 40 90 156 181
internal_value=0 3.45392e-05 7.99247e-05 4.28668e-05 -7.10953e-06 -0.000521027 5.31034e-05 -0.000338271 0.000131466 0.00018888 0.000124152 -0.000328389 0.000208054 0.000133367 1.44524e-05 -8.55981e-05 9.78524e-05 -0.000253817 0.000164403 7.26952e-05
internal_weight=0 0.0241844 0.0230843 0.0218822 0.0206387 0.00216452 0.0184742 0.00308189 0.0153923 0.0143508 0.0130261 0.00203734 0.0109887 0.00980764 0.00790866 0.00688026 0.00501601 0.00316071 0.00214152 0.00201775
internal_count=3910 3318 2986 2944 2797 233 2564 669 1895 1809 1721 566 1155 910 678 585 483 286 246 230
is_linear=0
shrinkage=0.00184769


Tree=2644
num_leaves=19
num_cat=0
split_feature=1213 14 0 403 4 157 16 49 130 151 151 457 16 0 0 49 16 0
split_gain=0.000495705 0.000290725 0.00017111 0.000285538 0.000216251 0.000323973 0.000201186 0.000163192 0.000162454 0.000163525 0.00020414 0.000464562 0.000219725 0.000323008 0.000137584 0.000127609 0.000130916 6.58268e-05
threshold=-1.0000000180025095e-35 0.05884000000000001 0.18055000000000002 0.092300000000000007 -0.23071499999999998 -0.077044999999999988 0.15737500000000001 -0.14917999999999998 -0.0015749999999999998 0.056555000000000001 -0.084764999999999993 0.084715000000000013 -0.11180499999999999 -0.077944999999999987 -0.10071499999999999 0.0037600000000000003 -0.30307999999999996 -0.052874999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7 -9 10 -10 12 15 14 -14 16 -12 -15
right_child=1 -3 -4 -5 5 7 -8 8 9 -11 11 -13 13 17 -16 -17 -18 -19
leaf_value=-0.0011495085514347104 -1.8602639427513914e-05 -0.00086935091978723885 0.00070471033090616303 0.00083595347680385764 0.00080270372420601361 0.0005931705485998774 -0.0010036315349886671 -0.00072565002452173717 -0.00050399866925453739 -0.0005428145569637584 0.0001789973992798727 0.0011567652135589265 -0.00032060102871583668 0.00045588001149450129 -0.0010926287423956044 -0.00010784741262630927 0.00098248093851598627 -6.3871147419256231e-05
leaf_weight=0.001086575478161096 0.0012565591650486275 0.0010022978306246299 0.001173965619596931 0.0012224332312188993 0.0015293611353990278 0.0011729217686967082 0.0011636755033237883 0.0010199380276262526 0.0016913661093091873 0.0015454038318980868 0.0012055731922191132 0.0011542199268533013 0.0019134141689756098 0.0015227558627965085 0.0010371981016728366 0.0012150284446910934 0.0011588500759737068 0.0013302977215838589
leaf_count=592 84 125 44 150 377 65 183 208 244 105 196 69 113 451 570 141 87 106
internal_value=0 3.00014e-05 7.04003e-05 3.51735e-05 -1.39765e-05 5.21774e-05 -0.000492215 -1.97102e-05 -6.83014e-05 -1.96264e-05 4.64916e-05 0.000134852 9.14581e-06 -0.000195995 -0.000591984 0.000341758 0.0005728 0.000213535
internal_weight=0 0.0233153 0.022313 0.021139 0.0199166 0.0174963 0.00242023 0.015967 0.014794 0.0137741 0.0122287 0.0105373 0.00938312 0.00580367 0.00295061 0.00357945 0.00236442 0.00285305
internal_count=3910 3318 3193 3149 2999 2732 267 2355 2290 2082 1977 1733 1664 1240 683 424 283 557
is_linear=0
shrinkage=0.00170698


Tree=2645
num_leaves=20
num_cat=0
split_feature=1213 147 52 4 0 1186 42 51 2 15 49 42 151 4 150 4 52 1 1
split_gain=0.000498312 0.000211202 0.000208572 0.000192557 0.000229715 0.000189769 0.000195663 0.000229358 0.000221169 0.000200551 0.000226235 0.000378306 0.00018964 0.000193236 0.000272699 0.000247031 0.000167896 0.000135416 7.81452e-05
threshold=-1.0000000180025095e-35 0.088565000000000019 0.28122000000000008 -0.51381999999999983 0.14676000000000003 0.064110000000000014 -1.0000000180025095e-35 -0.07742499999999998 0.086245000000000002 -0.26361999999999991 -0.14917999999999998 0.091955000000000023 0.056555000000000001 -1.0000000180025095e-35 0.085200000000000012 0.15927500000000003 -0.031409999999999993 0.10786000000000001 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 17 8 -8 -9 -11 12 13 16 15 -15 -12 -5 -18
right_child=1 -3 -4 4 -6 -7 7 9 -10 10 11 -13 -14 14 -16 -17 18 -19 -20
leaf_value=-0.001282207404236451 -0.00070351224738955458 0.00086832764119380596 -0.00073315213956131687 -0.00090863515729509891 0.00086616740642677162 0.00082128340490234409 5.4571454025417316e-05 0.00088766778626693413 -0.0011137530871351894 0.00091773699504492346 2.8946609330267937e-05 -0.00096155517755178513 -0.00051075510056719921 -0.00072519336601710937 0.00070984069490116102 0.00029455644231119534 0.00051132519868776045 -2.3252643711134851e-06 0.0011829900734720553
leaf_weight=0.0010127629435680531 0.0011031013348036202 0.0010096677881085555 0.001236500781828481 0.0012803749048622875 0.0012205033963919717 0.0010008182904225329 0.0012129229217677706 0.0011851725433566088 0.0010169604588689402 0.0010310201676757289 0.001335676058137834 0.0012105552207497964 0.0013399650195080612 0.001916370839690552 0.0012810151205293607 0.0014060343121643504 0.0011784786012471841 0.0010042998833714872 0.0011870135227356887
leaf_count=592 69 166 352 541 52 103 139 214 312 56 301 336 63 158 49 85 182 57 83
internal_value=0 4.18938e-05 4.21685e-06 4.78202e-05 8.96633e-05 3.86738e-05 -5.8648e-06 6.9445e-05 -0.000478255 0.000162879 9.06101e-05 1.20495e-05 0.000134253 0.000238327 -1.4395e-05 -0.000293638 0.000552656 -0.000510238 0.000848369
internal_weight=0 0.0231565 0.0221468 0.0209103 0.0198072 0.0185867 0.0175859 0.0153012 0.00222988 0.0130713 0.0118861 0.0108551 0.00964455 0.00830459 0.00460342 0.00332241 0.00370117 0.00228467 0.00236549
internal_count=3910 3318 3152 2800 2731 2679 2576 1978 451 1527 1313 1257 921 858 292 243 566 598 265
is_linear=0
shrinkage=0.00184769


Tree=2646
num_leaves=13
num_cat=0
split_feature=2 40 150 42 43 13 15 42 2 1 0 0
split_gain=4.41993e-05 0.000137289 9.64664e-05 9.05816e-05 8.82804e-05 0.000107253 8.98397e-05 9.44328e-05 0.000116513 9.59661e-05 8.39121e-05 7.55737e-05
threshold=0.10910500000000002 -1.0000000180025095e-35 0.081245000000000026 0.092145000000000019 0.070805000000000021 -0.084184999999999996 -0.106555 0.085195000000000007 0.085355000000000014 0.092550000000000007 -0.13506999999999997 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 -3 -7 8 9 -8 -2 -10
right_child=2 3 -4 -5 -6 6 7 -9 11 -11 -12 -13
leaf_value=-0.0037149644847429991 -0.0016576057394832235 -0.00248808787553565 0.0037498684377923006 -0.0022643266817593409 0.0030885198273788218 0.0035851095201733887 0.0027754371030758247 0.003004594006913365 -3.5269262188167746e-05 -0.0014440894351953042 0.0017191810233484403 -0.0039458044061572396
leaf_weight=0.0012873395758104594 0.0017502650649648438 0.0016266505358626141 0.0010776855950015221 0.0017408119103128521 0.0012853466938957192 0.0010282111582991943 0.0015637033251626716 0.0010952294847463608 0.0010270487456698345 0.0010791025797311157 0.0017366807907985287 0.0013613943717677534
leaf_count=263 140 661 144 524 240 135 332 332 56 81 495 507
internal_value=0 -0.000339907 0.000903819 2.80663e-05 0.000424485 3.45438e-05 0.000608075 0.000108438 -0.000522013 0.00105253 2.42101e-05 -0.00226424
internal_weight=0 0.0130948 0.00456463 0.0118075 0.0100667 0.00878134 0.00715469 0.00612648 0.00503125 0.00264281 0.00348695 0.00238844
internal_count=3910 3131 779 2868 2344 2104 1443 1308 976 413 635 563
is_linear=0
shrinkage=0.0108838


Tree=2647
num_leaves=15
num_cat=0
split_feature=48 48 51 4 42 13 1 49 0 4 3 16 52 1
split_gain=4.91352e-05 0.000101056 9.10119e-05 0.000126386 7.44612e-05 0.00010348 0.000147983 9.15184e-05 9.04532e-05 0.000113047 0.000207356 8.00624e-05 5.43326e-05 3.4823e-06
threshold=0.12862000000000004 0.097140000000000018 0.092720000000000011 0.28937500000000005 0.086325000000000013 -0.014114999999999997 0.092550000000000007 -0.083359999999999976 -0.10071499999999999 -0.026614999999999996 -0.089974999999999986 -0.094359999999999986 0.084240000000000023 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 11 10 -10 13 -12 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=-0.003578827929267264 -0.0029999659083412189 0.0038843948551627481 -0.0039672442029187903 0.0048919641456186252 -0.0071944549487813741 0.0017080762213213649 0.00014478765693124937 -6.2576448932671682e-05 -0.0041588921871957615 -0.0039773886823236421 0.0057628976430004761 0.0046581594488998394 0.0012158922166239415 0.0011310349822601731
leaf_weight=0.0010567221851453664 0.0010728220088703213 0.0013850469936335938 0.0011976919244037565 0.0010735138749498321 0.0012244374885967239 0.0010184027116895153 0.0010546122530721985 0.0010127934821549389 0.0010795669011683527 0.001336955313001095 0.0011104003368013812 0.0018677563525865337 0.0010587128778525579 0.0010036036887106636
leaf_count=131 123 250 312 344 784 48 253 110 359 494 245 143 271 43
internal_value=0 0.000171866 -0.000168774 0.00015858 -0.000237659 -0.00209767 -0.00379828 0.000406153 0.000903334 -0.000462529 0.000983969 0.00251587 0.00354357 0.000531509
internal_weight=0 0.0164802 0.0150952 0.0138975 0.012824 0.00329745 0.00227905 0.00952651 0.00846979 0.00458564 0.00324868 0.00388415 0.00216911 0.0020164
internal_count=3910 3787 3537 3225 2881 1085 1037 1796 1665 1369 875 296 516 153
is_linear=0
shrinkage=0.0143609


Tree=2648
num_leaves=12
num_cat=0
split_feature=49 15 41 3 16 15 52 12 1 1 0
split_gain=5.11125e-05 7.53763e-05 6.14859e-05 0.000121385 9.65192e-05 0.000159775 8.65677e-05 0.000110852 0.000103651 0.000396553 0.000103644
threshold=-0.14917999999999998 0.088615000000000013 0.075585000000000013 -0.10315499999999998 -0.19424999999999998 -0.13823999999999997 1.0000000180025095e-35 0.086935000000000012 0.095575000000000007 0.11183500000000002 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 10 -10 -6
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 -12
leaf_value=0.0025533227831443127 0.0032801400406209783 -0.0029151082421617555 -0.0029421670842252373 0.0011335194709787566 0.00045414495250389322 -0.0056073524433539962 0.0044902630801449128 -0.00044962527553266829 0.0071056744223740665 -0.002630332604213735 -0.0038057222923865157
leaf_weight=0.0011726340344097403 0.0019121952147359697 0.0015118521602580813 0.001022373534828828 0.0010536085024353678 0.0017345970997562081 0.0012503821639873302 0.0015865065496039228 0.0013823624223996784 0.001164661835454793 0.0016358353219585561 0.0019993037846535461
leaf_count=129 303 800 183 208 84 169 353 420 158 212 891
internal_value=0 -0.000203389 7.47122e-05 0.00029953 -0.000183182 -0.00252477 0.000384517 0.00219016 -0.000435866 0.00141865 -0.00182679
internal_weight=0 0.0162537 0.0147418 0.0137195 0.0118073 0.00230399 0.00950327 0.00296887 0.0065344 0.0028005 0.0037339
internal_count=3910 3781 2981 2798 2495 377 2118 773 1345 370 975
is_linear=0
shrinkage=0.0127521


Tree=2649
num_leaves=17
num_cat=0
split_feature=124 12 159 2 150 47 51 4 2 16 2 3 43 3 3 4
split_gain=0.00012748 0.000117498 0.000153553 0.000153179 0.000229265 0.000333982 0.000209025 0.000208245 0.000257763 0.000207641 0.000154739 0.000254101 0.000140078 0.000213477 0.000127566 0.000162699
threshold=0.095200000000000021 0.10852500000000001 -0.034019999999999988 0.086545000000000025 -1.0000000180025095e-35 0.09023500000000001 -0.07742499999999998 0.26450500000000005 0.088585000000000011 -0.089864999999999987 0.11339500000000001 0.096385000000000012 -0.047174999999999988 -0.081244999999999998 -0.078884999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 6 -6 8 -8 -4 11 12 13 -10 -11 -16
right_child=-2 -3 3 4 5 -7 7 -9 10 14 -12 -13 -14 -15 15 -17
leaf_value=-0.00056322078325177737 0.00059248895439979407 -0.00053813706183316202 -0.00068622224045015729 -0.00060584905406476806 -0.00060500651129714281 0.0011889766824883226 0.00082318892271746491 0.00096420960360492423 -0.00036784682149517838 -0.00039491181119620164 -0.00059895430468006803 0.00075897191655545783 -0.00046702537422053681 0.00077016258156884637 0.00077289911473970587 -0.00010154547609693143
leaf_weight=0.0014873721767646514 0.001021942105523521 0.0014475075114086166 0.00190079501622411 0.0011618192092581739 0.001101546654233415 0.001025352937518779 0.0013544384717037172 0.0010344849522419984 0.0010487388365434773 0.001531509903624835 0.0012179476379292446 0.0013812209397343622 0.0019413301670572177 0.0010310031844062732 0.0011054490892383265 0.0017079147199687769
leaf_count=455 67 312 367 121 350 109 189 218 193 667 112 47 325 99 176 103
internal_value=0 -4.95031e-05 -1.41926e-05 2.98447e-05 0.000144873 0.000223196 0.000125254 0.000214542 0.000117295 -0.00019665 -2.71248e-05 0.000101794 -0.000123943 0.000196306 1.75283e-05 0.000242048
internal_weight=0 0.0214784 0.0200309 0.0185436 0.0122979 0.0111361 0.0101107 0.00900916 0.00797468 0.00624567 0.00662024 0.00540229 0.00402107 0.00207974 0.00434487 0.00281336
internal_count=3910 3843 3531 3076 1763 1642 1533 1183 965 1313 776 664 617 292 946 279
is_linear=0
shrinkage=0.00177594


Tree=2650
num_leaves=17
num_cat=0
split_feature=124 159 12 13 43 2 2 151 15 43 42 47 43 16 48 0
split_gain=0.000162162 0.000122275 0.000164302 0.000157828 0.000229122 0.000123207 0.000289433 0.000161532 0.000213487 0.000109565 9.22939e-05 9.47392e-05 0.00012274 0.00019256 0.0001758 0.000174695
threshold=0.10143000000000002 -0.034019999999999988 0.10852500000000001 0.17936000000000002 -0.15109999999999998 0.099015000000000006 0.10796500000000002 -0.0060399999999999994 -0.073314999999999991 0.088185000000000013 -1.0000000180025095e-35 0.09550500000000002 -0.082484999999999989 -0.088144999999999987 0.084905000000000022 -0.11077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 -7 -8 -9 10 -6 12 -12 14 -14 -15
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 11 -13 13 15 -16 -17
leaf_value=-0.00051049018648967814 0.00066761215894419227 0.00082178737677686669 -0.00059238085799041894 -0.00057753711750154813 -0.00045395098026710122 0.00082008411483266313 -0.00059754194241435276 0.00062091214500112433 -0.0002895008517972169 -0.00059117237785352467 0.00047258493945582516 0.00049439043322785457 0.00064706851882397097 9.7684561217310195e-05 -0.00026612698975928342 -0.00081167819201420958
leaf_weight=0.0015897120544975064 0.0010112801071958831 0.0011665468508015786 0.0013614817235603751 0.0011953266355012203 0.001316708125378826 0.0017355818856410188 0.0011019907968596587 0.0016039941622742046 0.0015214699029665879 0.0011861516876792442 0.001167613626009284 0.0011997415520783039 0.0012839252078218396 0.0010222085373530151 0.0012724147562559462 0.001714657432312422
leaf_count=513 55 104 255 132 494 235 116 221 187 186 333 153 247 56 56 567
internal_value=0 -4.58576e-05 -8.64662e-06 3.43396e-05 7.66337e-05 2.27312e-05 0.000221416 -2.43676e-05 0.000177725 -9.38401e-05 -2.81284e-05 4.50626e-05 -3.83753e-05 -0.000151087 0.000192527 -0.000472035
internal_weight=0 0.0214395 0.0198498 0.0184883 0.017293 0.0161265 0.00596304 0.00422745 0.00312546 0.0101634 0.00897727 0.00766056 0.00646082 0.00529321 0.00255634 0.00273687
internal_count=3910 3855 3342 3087 2955 2851 759 524 408 2092 1906 1412 1259 926 303 623
is_linear=0
shrinkage=0.00174112


Tree=2651
num_leaves=19
num_cat=0
split_feature=1213 124 403 160 474 483 42 457 43 3 150 51 47 4 4 12 4 52
split_gain=0.000466236 0.000192095 0.000170219 0.000188442 0.000374245 0.000409559 0.000203735 0.000223388 0.000205735 0.000233693 0.000230035 0.000311743 0.000271204 0.000191201 0.000175733 0.000168564 0.000158615 0.00014247
threshold=-1.0000000180025095e-35 0.10230000000000002 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -1.0000000180025095e-35 -0.0034949999999999994 -0.074254999999999988 -0.076734999999999984 0.083205000000000015 0.089355000000000004 0.09550500000000002 0.15927500000000003 -1.0000000180025095e-35 0.088325000000000015 -0.23071499999999998 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -8 9 17 12 -12 13 14 16 -4 -10 -9
right_child=1 -3 15 6 -6 -7 7 8 10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0011547054312651939 -0.0013401750599378848 0.00075038832588609778 -8.3206015036923667e-05 -0.00056925205021179362 0.00035565743926716366 -1.641648005288462e-05 -0.00063887907961465988 -8.7462698003268409e-05 -0.00073271186069043693 0.0011957289974392643 0.0011363063088203496 -0.00015051416806226747 0.0004893822965461892 0.0002602597071688114 -0.0010733301415978491 0.00082367454264892237 0.00018835408748571979 0.0006677703832457016
leaf_weight=0.0010100674216110194 0.0015106218189671313 0.0010316187399430797 0.0010718949409501679 0.0014786712459559917 0.0013437780931533083 0.0012400507790626559 0.0010960395942251787 0.0016629949968308966 0.0010892950732139797 0.001005348779572997 0.001079163138537273 0.001115655542424876 0.0014071450660991802 0.0010723835106103939 0.0012579816553636132 0.0013485382779908628 0.001089812940957377 0.0012942351488602899
leaf_count=592 492 52 125 515 259 291 151 237 125 190 88 43 90 98 103 135 284 40
internal_value=0 3.11182e-05 -3.94256e-06 -5.89552e-05 -0.000382696 -0.000743402 3.15333e-05 9.89866e-05 0.000165968 0.000484767 1.02287e-05 0.000482198 -0.000164852 -0.000369001 -0.000565332 0.00042206 -0.000272069 0.000243066
internal_weight=0 0.0221952 0.0211636 0.0187432 0.00409445 0.00275067 0.0146487 0.0131701 0.012074 0.00396258 0.00811144 0.00219482 0.00591662 0.00450947 0.00343709 0.00242043 0.00217911 0.00295723
internal_count=3910 3318 3266 3006 1042 783 1964 1449 1298 467 831 131 700 610 512 260 409 277
is_linear=0
shrinkage=0.00170698


Tree=2652
num_leaves=19
num_cat=0
split_feature=1456 128 453 4 15 156 47 1 52 150 14 133 2 16 133 43 43 15
split_gain=0.000274829 0.00021561 0.000186979 0.000164088 0.000254418 0.000234749 0.000226434 0.000185807 0.000188611 0.000191588 0.000167567 0.000152343 0.000175385 0.000149763 0.000136263 8.3209e-05 8.37918e-05 7.15196e-05
threshold=-1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 0.27020000000000005 -0.10312999999999999 0.090135000000000007 0.085165000000000018 0.10420500000000001 0.11401500000000002 0.086420000000000011 -0.45687499999999998 -0.091614999999999988 0.083585000000000007 -0.055679999999999993 0.093130000000000004 -0.083394999999999983 0.0016850000000000001 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 11 -5 -6 -13 -8 15 -14 -17 -9
right_child=1 -3 -4 10 5 -7 13 17 -10 -11 -12 12 14 -15 -16 16 -18 -19
leaf_value=-0.00094783839541413058 -0.00061785246375010701 -0.00078683046159905734 -0.00068407247641771396 -8.9412336229106572e-05 -0.00042188191489669463 -0.00072067486596867321 0.0011833947488952073 0.00089425685612249989 -0.00078525382489249575 -0.0005034504106700763 0.00083228353589961934 -0.00037000863358967959 0.00092113872143199341 0.00030012444173068022 -6.5973626441502106e-05 0.0001097510754256293 0.00077078012595907942 0.00022419187050655103
leaf_weight=0.0010078937272041287 0.0017898174061203231 0.0010424387113768105 0.0010662308117082011 0.0010105199067915599 0.0012536503699803019 0.0010672796087927107 0.001019948564064066 0.0010225695534122553 0.0010056053037003779 0.0017531648117055801 0.0018004561401515446 0.0011746866429681938 0.0014482539041817 0.0016471877544503863 0.0015002801064400231 0.001541852026694818 0.0010631070790017016 0.0010692588090335242
leaf_count=369 255 247 91 77 294 272 53 124 280 149 353 288 174 98 262 395 63 66
internal_value=0 1.8342e-05 5.60927e-05 9.33754e-05 3.09642e-05 0.00010106 0.000157643 5.78254e-05 -3.83701e-05 3.87815e-05 0.000500942 0.00015788 0.000265906 0.000637899 0.000400416 0.000573048 0.000379523 0.000551746
internal_weight=0 0.0232763 0.0222339 0.0211676 0.0183567 0.0165668 0.0154996 0.0128324 0.0107406 0.00973499 0.00281098 0.00798183 0.00672818 0.00266714 0.00555349 0.00405321 0.00260496 0.00209183
internal_count=3910 3541 3294 3203 2773 2518 2246 2095 1905 1625 430 1476 1182 151 894 632 458 190
is_linear=0
shrinkage=0.00181146


Tree=2653
num_leaves=19
num_cat=0
split_feature=124 14 123 1186 42 50 48 4 151 457 43 16 16 16 48 13 0 16
split_gain=0.000200086 0.00016243 0.000230728 0.000199397 0.000244264 0.000226819 0.000198089 0.000184765 0.000151095 0.000224666 0.000164613 0.000217738 0.00014105 0.000141229 0.0001407 0.000260323 0.000379362 0.000198734
threshold=0.10385500000000002 0.018455000000000003 1.0000000180025095e-35 0.081240000000000021 -1.0000000180025095e-35 0.10119500000000002 0.11930500000000001 0.40359500000000004 -0.024429999999999997 0.085360000000000005 -0.074254999999999988 0.20277000000000003 0.24895000000000003 -0.08286499999999998 0.087945000000000009 -0.094679999999999986 -0.099864999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 12 14 13 -10 15 -12 17 -17
right_child=-2 -3 -4 -5 5 -7 -8 -9 10 -11 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.00075108280311995696 0.00080984448639520113 -0.00078542402158198897 0.0007366520611152464 0.00074752910929867984 0.00090089844683724539 -0.00086916500563785431 -0.00072911804907853188 0.00073585225261597919 0.00042751588824269132 -0.00022629828567788314 0.00069455043418475114 -0.0009768541843491324 0.00081034426531324528 -0.00048065207910969187 -0.00070977457903253105 -0.000397700133471345 -0.0011408731513851392 0.00075413991011594878
leaf_weight=0.0018877092358554224 0.0010112707372120387 0.0010108550936216701 0.0013671374268903877 0.0010197001046868262 0.0014788873012831537 0.0010856318604968223 0.0011565810509296384 0.0013856515419818855 0.0012736355214023679 0.0010916628197765177 0.0014797754330362293 0.0012213202846768634 0.0010863396367054856 0.0011641082735155284 0.0010981845904250997 0.0010096960000613997 0.0011308813772360629 0.0011246724402837983
leaf_count=879 49 159 294 108 181 346 88 174 113 109 108 209 130 260 76 36 554 37
internal_value=0 -4.74538e-05 -1.20347e-05 -6.40066e-05 -0.000108319 -3.604e-05 2.15643e-05 8.12574e-05 1.23289e-05 0.0004222 -8.71736e-05 -0.000253141 0.000245533 -6.16621e-06 -0.000101874 3.88176e-05 -0.000258353 0.000209244
internal_weight=0 0.0220724 0.0210616 0.0196944 0.0186747 0.016787 0.0157014 0.0145448 0.0131592 0.00257055 0.0105886 0.00706453 0.00352408 0.00243774 0.00584321 0.00474503 0.00326525 0.00213437
internal_count=3910 3861 3702 3408 3300 2421 2075 1987 1813 290 1523 1020 503 373 811 735 627 73
is_linear=0
shrinkage=0.00188464


Tree=2654
num_leaves=18
num_cat=0
split_feature=403 52 1374 1 50 158 160 151 52 15 13 0 3 0 3 403 2
split_gain=0.000163722 0.000109443 0.000130871 0.000140923 0.000175658 0.000131824 0.000180343 0.000151349 0.000209548 0.000128102 0.000117467 0.000216956 0.000193755 0.000121456 0.000169547 0.000165754 0.000144922
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 0.14000500000000002 0.10625000000000001 0.087355000000000016 0.031805000000000007 -0.083274999999999988 0.11401500000000002 -0.091024999999999981 0.17936000000000002 -0.077944999999999987 -0.088024999999999978 -0.10071499999999999 0.090325000000000003 0.086810000000000012 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 10 -8 11 13 -13 14 16 -15 -9
right_child=1 2 3 -5 -6 -7 9 8 -10 -11 -12 12 -14 15 -16 -17 -18
leaf_value=-0.00057540712991116147 -0.0004516829467447423 -0.00047746420558377145 -0.00047552291193906417 0.00064788093522881939 -0.00060334494423095342 -0.00046397486138186024 0.00090965241042479273 0.00017274096009228614 -0.00055315180047098441 0.00020419856837603886 -0.00029548486299544663 0.0011122552525301376 0.00024062281447324174 -0.00063019019451418946 -0.00015772363318658915 0.00024586591848924718 0.00093497636485023045
leaf_weight=0.0012543035020152809 0.0011875724761318705 0.0011432864662515021 0.0012970848922309363 0.0010774124170413344 0.0010081129450404012 0.0010491795345105503 0.0011477582271933462 0.0015469913188468293 0.0011342676661389136 0.0015866942296192529 0.0012165706891586478 0.0011732663347618251 0.0015078791193743274 0.0012059068114343551 0.0017187847627777031 0.0010413379684407476 0.0011073376419029057
leaf_count=930 372 67 167 156 313 252 110 36 237 184 67 97 213 359 100 141 109
internal_value=0 2.27163e-05 5.09392e-05 8.30414e-05 4.87389e-05 8.80249e-05 0.000124951 4.56898e-05 0.000103709 0.000500306 0.000174545 0.000236021 0.000622048 7.96859e-05 0.000235866 -0.00022424 0.000490732
internal_weight=0 0.0211494 0.0199619 0.0188186 0.0177412 0.0167331 0.0156839 0.0129494 0.0116523 0.00273445 0.0105181 0.0093015 0.00268115 0.00662036 0.00437311 0.00224724 0.00265433
internal_count=3910 2980 2608 2541 2385 2072 1820 1526 1359 294 1122 1055 310 745 245 500 145
is_linear=0
shrinkage=0.00160853


Tree=2655
num_leaves=14
num_cat=0
split_feature=484 52 15 49 151 49 151 2 16 4 3 0 4
split_gain=4.98406e-05 7.16688e-05 7.61445e-05 8.32099e-05 9.52155e-05 0.000118709 0.000122766 0.000104426 0.000140345 9.04411e-05 9.57159e-05 8.07858e-05 6.45999e-05
threshold=-0.0043499999999999988 0.18936500000000003 -0.24219999999999997 -0.14917999999999998 0.056555000000000001 -0.047309999999999998 -0.03268999999999999 0.087995000000000004 -0.089864999999999987 -0.49837999999999999 -0.083144999999999983 -0.083424999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8 -9 -11 -10 -12
right_child=1 -3 3 4 -6 6 7 9 11 10 12 -13 -14
leaf_value=-0.0023068946370228788 0.0034801911927453792 -0.002946038448917861 0.0033701952545704228 0.0032109020151662232 -0.0032257735065512349 -0.0038285011420071142 -0.0046146238261979052 -0.0017132142834540677 0.0020626257043311722 0.0051524225024324345 0.0027372512553178502 -0.0016681446957962929 -0.0011500623816110341
leaf_weight=0.0012823127714500634 0.0010491960739357356 0.0010120728080962515 0.0010592182616935815 0.0016381156733494247 0.001294713835092832 0.0012334713907371205 0.001200734829394143 0.0010142290117709507 0.0016547550111638664 0.0011846851786418682 0.0013856122404837731 0.0016982518513451973 0.0011132683353501788
leaf_count=612 280 353 92 262 114 234 267 102 287 267 331 485 224
internal_value=0 0.000152296 0.00035426 0.000127714 -0.000128251 0.000202555 -0.000267451 0.00020733 -0.00108937 0.00146427 0.00233916 0.000173042 0.00100543
internal_weight=0 0.0165383 0.0155263 0.0144771 0.0134178 0.0121231 0.010485 0.00925154 0.00455374 0.00469779 0.00368357 0.00335301 0.00249888
internal_count=3910 3298 2945 2665 2573 2459 2197 1963 1039 924 822 772 555
is_linear=0
shrinkage=0.0120166


Tree=2656
num_leaves=19
num_cat=0
split_feature=1213 124 403 52 123 484 12 48 4 12 1 151 133 1 1375 16 3 13
split_gain=0.000457126 0.000207949 0.000179752 0.000142507 0.00016961 0.000164919 0.000155456 0.000172473 0.000216227 0.000213699 0.000161655 0.000141866 0.000238648 0.00030345 0.000193065 0.000151066 0.00013669 0.000133532
threshold=-1.0000000180025095e-35 0.11158000000000001 0.092300000000000007 0.28122000000000008 1.0000000180025095e-35 -0.0043499999999999988 -0.0089849999999999982 0.11930500000000001 0.074650000000000008 0.098845000000000016 0.11198000000000001 -0.08341999999999998 0.084760000000000016 0.078675000000000009 -0.012944999999999998 -0.049719999999999993 0.045635000000000002 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 11 17 -8 13 15 -15 -13 -16 -10
right_child=1 -3 -4 -5 -6 6 7 -9 10 -11 -12 12 -14 14 16 -17 -18 -19
leaf_value=-0.001203828276325746 -0.00074351273654369582 0.00080882533286238045 0.00061262429086101928 -0.00066186780205528624 0.00056593046306282796 -0.00063757324963088552 0.00061257498071692646 -0.00063002091828415967 0.00059510331360324573 -0.0007468135127469864 0.00088888081000373822 0.00012420181616722156 -0.0008422897985937433 0.00040063551334051451 -0.000142775833374515 0.0010543774224716115 -0.00092811143544216227 -0.00024564323715941757
leaf_weight=0.0010001461422041091 0.0010705277946660213 0.0010150895156246049 0.0013507562773541195 0.0011566361024509973 0.0014403944084601305 0.0012031503797478747 0.0011804609863927968 0.0011643362576343472 0.00111944826062782 0.001244015653618002 0.0015155132593007922 0.001054648351184434 0.0010324465647016112 0.0011787511114310653 0.0017849707030994913 0.0011523774272927476 0.0011489559339254996 0.0012737753936650784
leaf_count=592 472 40 154 340 302 176 165 86 41 199 124 199 355 37 276 97 138 117
internal_value=0 2.37017e-05 -1.41211e-05 -5.70502e-05 -1.93664e-05 -6.86007e-05 -2.35924e-05 2.61535e-05 8.19801e-05 -5.91693e-05 0.000435026 4.10861e-05 -5.06722e-05 7.8654e-05 -0.000206425 0.000609884 -0.000450321 0.000147622
internal_weight=0 0.0220863 0.0210712 0.0197204 0.0185638 0.0171234 0.0160529 0.0148497 0.0136854 0.00977663 0.00390874 0.00853261 0.00735215 0.0063197 0.00411268 0.00220703 0.00293393 0.00239322
internal_count=3910 3318 3278 3124 2784 2482 2010 1834 1748 1466 282 1267 1102 747 451 296 414 158
is_linear=0
shrinkage=0.00177594


Tree=2657
num_leaves=15
num_cat=0
split_feature=4 16 2 40 0 15 160 43 43 1 16 2 0 12
split_gain=4.87454e-05 0.000138989 0.000112464 0.000168297 0.000101105 0.000114646 0.000100138 8.81389e-05 9.76063e-05 0.000154175 7.3476e-05 0.000139687 5.67404e-05 4.91383e-05
threshold=0.15927500000000003 -0.19424999999999998 0.10910500000000002 -1.0000000180025095e-35 -0.11756999999999999 -0.15202999999999997 -0.081299999999999983 -0.091614999999999988 -0.074254999999999988 0.092550000000000007 -0.013279999999999998 0.085255000000000011 -0.073729999999999976 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -5 -8 -9 10 11 -10 -4 -6
right_child=4 2 12 6 13 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0054391076162951281 0.0021584491404067238 -0.0061391285431820633 0.0050748810120870248 0.0033512434669541163 0.0055190510380688325 -0.0042433462599864328 -0.0037169437707479129 0.0034733786317108955 0.005354785523968798 -0.0054842027193898781 -0.0027031437133613057 -0.0010494742999451437 0.00049784571154342066 0.0013212542548729795
leaf_weight=0.0010238268961999279 0.0011720514011502544 0.0010014513985232365 0.0011217498633103729 0.0014380109613411299 0.0010850712445375035 0.0010524759031971809 0.0015336647196470023 0.0013054557496092684 0.0011800783038878977 0.0011061786430529297 0.0010384105924973923 0.0015777711830280436 0.0010297644383021271 0.0011267885479935326
leaf_count=87 104 181 121 600 258 140 345 343 370 275 237 425 316 108
internal_value=0 -0.000454364 -4.05392e-05 -0.000658614 0.00124902 -0.00087039 -6.07135e-05 -0.000694492 5.22072e-05 -0.000858806 0.000488971 0.0016909 0.00288421 0.00338057
internal_weight=0 0.0133564 0.0123325 0.010181 0.00443639 0.00222453 0.00917957 0.00774156 0.00620789 0.00490244 0.00379626 0.00275785 0.00215151 0.00221186
internal_count=3910 3300 3213 2776 610 244 2595 1995 1650 1307 1032 795 437 366
is_linear=0
shrinkage=0.0140794


Tree=2658
num_leaves=14
num_cat=0
split_feature=39 13 48 48 39 133 16 160 43 4 51 3 2
split_gain=5.35208e-05 0.000123038 0.00013571 0.000144572 8.37945e-05 7.56839e-05 9.45255e-05 0.000195687 0.000120406 0.00028223 0.000183023 0.000103086 7.10323e-05
threshold=0.005105000000000001 -0.45122499999999993 0.11930500000000001 0.095825000000000007 0.097470000000000015 -0.090054999999999982 -0.083144999999999983 0.086110000000000006 -0.16369999999999998 -0.034289999999999994 -0.0084849999999999978 -0.084014999999999992 0.094195000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 -3 7 11 -8 -10 -11 -7 -13
right_child=4 2 -4 -5 -6 6 8 -9 9 10 -12 12 -14
leaf_value=0.0045341305330168684 0.005193562663968236 -0.0043608281115032265 -0.0058479277087282542 0.005077203019254053 -0.00053524716482693951 0.0059712542823102061 0.0029522416711727818 -0.0040557945866578063 -0.0073385162851367456 0.0037546815010498415 -0.003321462595156924 0.0033135712457710233 -0.0020388618432891224
leaf_weight=0.001072487358427114 0.0010554009001535729 0.0011736965196462697 0.0010634677684467899 0.001029281038652922 0.0012392127917782167 0.0014598901832320599 0.0010682308539285389 0.0012023830804007707 0.0017896002240218498 0.0015549158239776622 0.0017170331729475709 0.001209490384768099 0.0010205337970110202
leaf_count=84 263 444 107 195 196 297 142 95 969 451 284 247 136
internal_value=0 -0.000346665 -0.000713014 -0.0003001 0.0020997 -0.000753926 -0.000369841 0.00117895 -0.00160596 -0.00256796 4.13063e-05 0.00288472 0.000864118
internal_weight=0 0.015361 0.0142885 0.0132251 0.00229461 0.0121958 0.0110221 0.0048923 0.00612978 0.00506155 0.00327195 0.00368991 0.00223002
internal_count=3910 3451 3367 3260 459 3065 2621 775 1846 1704 735 680 383
is_linear=0
shrinkage=0.0149411


Tree=2659
num_leaves=18
num_cat=0
split_feature=124 14 123 50 12 4 13 48 12 4 3 0 47 150 13 15 4
split_gain=0.000190737 0.00016344 0.000294014 0.000172625 0.000231441 0.000183368 0.000256065 0.000264817 0.000184941 0.000330769 0.000159721 0.000189602 0.000118736 0.000151116 0.000197151 0.00011024 6.32957e-05
threshold=0.10068000000000002 0.020750000000000005 1.0000000180025095e-35 0.10625000000000001 -0.0089849999999999982 -0.49837999999999999 -0.26418499999999995 0.11930500000000001 0.092365000000000017 0.08734500000000002 -0.100615 -0.081964999999999996 0.09252500000000001 0.087235000000000021 -0.084184999999999996 -0.10192499999999999 -0.0037349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 10 -10 -8 12 13 14 -12 -16 -17
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 11 -13 -14 -15 15 16 -18
leaf_value=-0.00076537361825250406 0.00071878363087697281 -0.00074166556999061565 0.00077312117312823276 -0.0007714149488908049 -0.00065816935439952059 0.00088063663303781939 0.00067666062961068947 -0.00084427393360510564 -0.00080921447354448666 0.00025128248811910316 -0.00021096537529458815 -0.00059753740489829489 -0.00035181987239133806 -0.00017989562142468933 0.00017091824274363953 0.00055454003723834128 0.001090269469148049
leaf_weight=0.001233361723774899 0.001012713086907229 0.0010002157172837927 0.0013233266819949767 0.0010221527221234141 0.0011455021461952769 0.0010826761226437323 0.0016681574819165977 0.0010387928950792999 0.001774188256674439 0.0017922509385364764 0.0011556192143813019 0.001070919051505804 0.0010821672965509455 0.0016979364064393654 0.0012070638038404703 0.0014336323324864349 0.0012527852709919574
leaf_count=194 58 153 291 382 137 85 155 82 713 152 394 359 93 178 71 350 63
internal_value=0 -5.40472e-05 -2.1266e-05 -7.47443e-05 -3.65311e-05 1.51263e-05 6.25705e-05 4.19899e-06 6.65552e-05 -0.00027628 0.000182251 8.9583e-05 0.000183571 0.000269443 0.000420549 0.000607988 0.000804372
internal_weight=0 0.0219807 0.0209805 0.0196572 0.0186351 0.0174017 0.0162562 0.0151735 0.0141347 0.00356644 0.0105683 0.00890012 0.0078292 0.00674704 0.0050491 0.00389348 0.00268642
internal_count=3910 3852 3699 3408 3026 2832 2695 2610 2528 865 1663 1508 1149 1056 878 484 413
is_linear=0
shrinkage=0.00174112


Tree=2660
num_leaves=15
num_cat=0
split_feature=52 1 376 150 48 4 47 151 0 16 1 15 3 42
split_gain=4.78226e-05 8.44703e-05 9.31403e-05 8.64293e-05 0.000115749 9.3885e-05 0.000120287 9.38368e-05 9.29553e-05 0.000153324 0.000164884 6.09796e-05 4.55117e-05 2.86278e-05
threshold=-0.40083499999999994 0.13767000000000004 0.048375000000000008 0.084800000000000014 0.085575000000000012 -0.08422499999999998 0.09252500000000001 -0.056409999999999995 -0.15291499999999997 -0.022939999999999999 0.08844500000000001 -0.097794999999999979 -0.11266 0.083610000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 12 8 -5 -7 10 13 -6 -2 -10
right_child=1 -3 -4 7 11 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0025535404281209094 -0.0006761248431515301 0.0034207779043680976 0.003370169636158223 0.004217307833162395 -0.0053997118533010069 0.004362425117188329 -0.0028939833378592494 -0.00031625777957633086 -0.0016159048860277417 -0.0026767865186079621 0.0051730639823768026 -0.0012563884113866131 -0.0040108253639356889 0.0011934866790081705
leaf_weight=0.0010164154464890529 0.0011970814916859723 0.0010556969531286776 0.001046304159581902 0.0011397211587115871 0.0010523092418206516 0.0010661319754129055 0.0012944887535711047 0.0015638573354878641 0.0010622084596931913 0.0015550255626478656 0.0013347542959461253 0.0010006722325472577 0.001167217027496047 0.0010332051872218168
leaf_count=401 133 195 172 216 227 87 132 156 353 482 296 152 435 473
internal_value=0 0.000131749 -9.20781e-05 -0.000342486 -0.000787769 -0.000239668 0.000430678 0.00159491 0.00114188 0.000453139 0.00187205 -0.00338016 -0.00232241 -0.000230652
internal_weight=0 0.0165687 0.015513 0.0144667 0.0117631 0.00971011 0.00734581 0.00270358 0.00605133 0.00498519 0.00343017 0.00205298 0.0023643 0.00209541
internal_count=3910 3509 3314 3142 2770 2391 1823 372 1691 1604 1122 379 568 826
is_linear=0
shrinkage=0.0120166


Tree=2661
num_leaves=20
num_cat=0
split_feature=1213 1456 453 11 4 0 403 12 13 15 15 2 0 160 12 15 47 1 1
split_gain=0.000486026 0.000338402 0.00023575 0.000188131 0.000242828 0.000210687 0.000217162 0.00015269 0.000143189 0.000269928 0.000256763 0.000222266 0.000221372 0.000244154 0.000207198 0.000412326 0.000177813 0.000249139 8.67072e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.18055000000000002 0.092300000000000007 0.10673000000000001 -0.07409499999999998 0.035895000000000003 0.035895000000000003 0.086915000000000006 -0.070894999999999986 0.031805000000000007 0.051320000000000005 -0.035939999999999993 0.09252500000000001 0.093935000000000018 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 12 14 -12 13 -3 15 16 17 -10 -17
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 11 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=-0.0011694389202953023 -0.00096072507582722563 -0.000660801142393814 -0.00075123091910737363 -0.00062679016072435603 0.00076753591251896877 0.00084920894175058491 0.0007873950726798556 -0.00064551650410645867 -0.00032506257055177671 0.00091974428577726861 -5.0052987357129807e-05 -0.001124028078482072 0.00067575877929650226 0.00044322900442247119 -0.00049186051929135525 0.00051212753975705787 -0.00069322233918731849 0.00078904374513857412 0.0012355966156940806
leaf_weight=0.0011109685211845152 0.0010341628450793163 0.0017015658749777104 0.0010311547256294231 0.0010186980614546931 0.0018570164475479522 0.0010965129534154924 0.0011653794988997204 0.0010986948871417662 0.0015189582921328287 0.0014779711426857189 0.0012138001691448588 0.0012173023873680577 0.0011623192475297634 0.0010048655243689031 0.0015903009471689624 0.0010760429207312809 0.0011739813823687939 0.0010854479024744595 0.0010156382131187372
leaf_count=592 332 446 91 141 369 28 127 177 95 245 268 222 95 122 299 94 48 73 46
internal_value=0 3.26091e-05 7.8254e-05 0.000118084 0.000155179 9.40371e-05 4.67258e-05 -6.1093e-06 3.99928e-05 0.000274148 -8.65769e-05 -0.000587814 2.75118e-05 -0.000250888 7.67607e-05 0.00023081 -0.000119395 0.000139268 0.000863416
internal_weight=0 0.0235398 0.0225057 0.0214745 0.0204558 0.0185988 0.0175023 0.0163369 0.0152382 0.00534672 0.00989147 0.0024311 0.00386875 0.00270643 0.00746037 0.00587007 0.00377839 0.00260441 0.00209168
internal_count=3910 3318 2986 2895 2754 2385 2357 2230 2053 908 1145 490 663 568 655 356 216 168 140
is_linear=0
shrinkage=0.00177594


Tree=2662
num_leaves=14
num_cat=0
split_feature=484 160 16 133 15 40 43 3 16 16 1 13 16
split_gain=4.75576e-05 6.00275e-05 0.000165922 0.00011223 0.000150377 8.88418e-05 0.000106256 0.000128804 0.000102807 0.000147311 0.000178984 4.85746e-05 4.43532e-05
threshold=-0.0043499999999999988 -0.080184999999999992 -0.008069999999999999 -0.0056849999999999991 0.085120000000000015 -0.074429999999999982 -0.089949999999999988 -0.074234999999999982 -0.19424999999999998 0.054425000000000008 0.095575000000000007 -0.083514999999999992 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 12 11 -9 10 -10 -8 -7
right_child=1 3 -4 5 -6 6 7 8 9 -11 -12 -13 -14
leaf_value=-0.0028723366044268611 -0.0065949475603951611 -0.0067616554646131605 0.0013875127068438209 0.0052835872124141975 0.0014788426861375153 -0.0041072994950104259 0.0065340219560745963 -0.0035152126149810481 0.00030979177285552753 -0.0035045941269053757 0.0081822129585543205 0.002509612509039911 -6.7744955335132475e-05
leaf_weight=0.001268371737973297 0.0010491530849512688 0.0010437394893484534 0.0014278667488054333 0.0010985077251937274 0.0010140118476596321 0.0012076917344491928 0.0011895083936052809 0.0013210253245770015 0.0018501724200398226 0.0010469372764876431 0.0010522313078334942 0.0016809629661423816 0.0013226704871922021
leaf_count=612 451 441 239 229 372 222 141 159 100 149 114 534 147
internal_value=0 0.000191306 -0.00199349 0.000582687 -0.00270093 0.00115678 0.000731957 0.00157979 0.000165069 0.0013961 0.00316384 0.00417731 -0.00199574
internal_weight=0 0.0163045 0.00247702 0.0138275 0.00205775 0.0117697 0.0106712 0.00814084 0.00527037 0.00394934 0.0029024 0.00287047 0.00253036
internal_count=3910 3298 690 2608 813 1795 1566 1197 522 363 214 675 369
is_linear=0
shrinkage=0.01524


Tree=2663
num_leaves=18
num_cat=0
split_feature=124 403 50 158 159 156 1 12 150 133 52 3 1 15 2 0 4
split_gain=0.000153378 0.000115173 0.000101067 0.000175646 0.000127434 0.000130406 0.00014361 0.000277699 0.000209332 0.000129885 8.96069e-05 0.000117937 0.000136345 0.000124884 0.000116944 0.000110852 0.000122366
threshold=0.095200000000000021 -1.0000000180025095e-35 0.10625000000000001 0.087355000000000016 0.087945000000000009 0.080810000000000007 0.12730000000000002 0.10214500000000001 -1.0000000180025095e-35 -0.090054999999999982 -0.11712499999999999 0.097615000000000021 0.090905000000000014 -0.10071499999999999 0.096970000000000015 -0.077944999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10 -11 12 14 -14 15 16 -12
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00060720730772758757 0.0006892912246191414 -0.00071204512797441982 -0.00056187485757191362 -0.00071486726467145565 0.00058692749389342475 -0.00062661925583816112 0.00067657336385615406 -0.00077830238660338985 -0.00042764705667348206 -0.00028178464308039908 -3.9764897977450835e-05 0.00072209758445077943 0.00025097633262810798 -0.0005791836403228408 -0.00016903652486863061 0.0010142176949151467 0.00075078180061916478
leaf_weight=0.0011859095414251284 0.0010098830933242845 0.0010102391030771792 0.0010857639678954331 0.0010517594246530959 0.0014509819455244188 0.0010128223220282504 0.0011817134523059583 0.0013876418627965662 0.0011322125068604126 0.0010393879983634372 0.0014753409514265676 0.0017490883138941982 0.0012346975865250472 0.0012398999318373755 0.0010798781998024448 0.0011006035431753145 0.0012221875782151281
leaf_count=928 67 104 353 284 253 353 174 165 252 215 247 88 52 182 65 69 59
internal_value=0 -4.81852e-05 -1.41078e-05 1.82709e-05 6.27993e-05 1.48657e-05 5.86087e-05 5.19289e-06 9.37025e-05 0.000165908 0.000232176 0.000290869 0.000188286 -0.000164976 0.000367495 0.00052004 0.000318413
internal_weight=0 0.0206401 0.0194542 0.0183685 0.0173167 0.0158657 0.0148529 0.0136712 0.0122835 0.0112733 0.0101411 0.0091017 0.00735261 0.0024746 0.00487801 0.00379813 0.00269753
internal_count=3910 3843 2915 2562 2278 2025 1672 1498 1333 1229 977 762 674 234 440 375 306
is_linear=0
shrinkage=0.00184769


Tree=2664
num_leaves=18
num_cat=0
split_feature=124 14 123 4 133 2 157 160 483 12 151 13 15 3 1 42 2
split_gain=0.000229612 0.000147756 0.000217863 0.000233528 0.000165231 0.000184696 0.000137723 0.000229596 0.000248162 0.000180919 0.000163163 0.00018759 0.000150714 0.000151209 0.000138854 0.000127105 0.000100889
threshold=0.11158000000000001 0.020750000000000005 1.0000000180025095e-35 -0.49837999999999999 -0.085714999999999986 0.088405000000000025 -0.07453499999999999 -1.0000000180025095e-35 0.0015150000000000003 -1.0000000180025095e-35 -0.084019999999999984 -0.070604999999999987 -0.053579999999999996 -0.088024999999999978 0.10884000000000001 0.085330000000000003 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 8 -8 -9 -11 15 14 -14 16 -12 -13
right_child=-2 -3 -4 4 6 -7 7 9 -10 10 11 12 13 -15 -16 -17 -18
leaf_value=-0.00074199005506897704 0.00069347941285474084 -0.00061943553969668935 0.00057971959556943819 -5.3492829801326666e-05 0.00036632331876120672 0.0008625363442177344 -0.0011366234361461151 -0.00063175367546098498 -6.7206162624513079e-05 -0.00050424474529810008 0.00064493358990670843 -0.00039098917202689306 2.2460829391872823e-05 -0.0006875386347787592 0.00055741312095635082 6.5376288980716491e-05 0.00023060157779886462
leaf_weight=0.0011347398312461189 0.0010462848022548535 0.0010303224198760707 0.0013553052176646504 0.0010915043643711193 0.0015492888440077493 0.0010157422193655952 0.0010239372007633295 0.0011247107163687804 0.0010511263715757019 0.0012719047988755143 0.0018767768594833952 0.0012351093889948024 0.0014096532371055226 0.0014591895994130609 0.0012320513155914675 0.0017460702352909557 0.0012617854241349299
leaf_count=156 40 153 305 297 380 240 380 136 270 128 167 37 295 422 60 323 121
internal_value=0 -4.79124e-05 -1.9655e-05 -6.13483e-05 -1.92557e-05 0.000388055 -7.21016e-05 -0.000118333 -0.000594909 -3.99543e-05 1.79618e-05 8.29476e-05 -7.22621e-05 -0.000338669 0.000132696 0.00036561 -7.68734e-05
internal_weight=0 0.0218692 0.0208389 0.0194836 0.0183489 0.00210725 0.0162416 0.0146923 0.00207506 0.0126173 0.0114925 0.0102206 0.00659779 0.00286884 0.00372895 0.00362285 0.00249689
internal_count=3910 3870 3717 3412 3256 537 2719 2339 650 1689 1553 1425 935 717 218 490 158
is_linear=0
shrinkage=0.00154607


Tree=2665
num_leaves=14
num_cat=0
split_feature=1 0 151 16 12 43 16 2 2 42 48 12 1
split_gain=5.25617e-05 0.000107679 0.000110393 0.00016153 8.44861e-05 0.000109526 0.000129294 8.67919e-05 7.38316e-05 5.39361e-05 8.46129e-05 5.15167e-05 6.32668e-05
threshold=0.10420500000000001 -0.035699999999999989 -0.0032449999999999996 -0.072359999999999994 0.10129000000000001 -0.17307499999999998 0.15737500000000001 0.099015000000000006 0.10946500000000002 0.086325000000000013 0.086935000000000012 0.084100000000000022 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 5 -1 7 9 -4 10 11 12 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0037401509126476643 -0.0038236973626739829 0.0044911596494598815 0.0010575972984117003 -0.0018921339000715601 -0.004130265669384927 0.003486443444408867 -0.0049126738609641353 0.0029331157039978622 0.0059677980462746645 -0.003330529599732309 -0.0032949083528071104 -0.0011276058441301081 -0.00062807737296865552
leaf_weight=0.0011125028166132376 0.0010089162487580917 0.0012208003283554836 0.0010703005304330919 0.0017531372482607038 0.0010572392688553154 0.0016114824554336786 0.0011105241596246424 0.0013893447874617892 0.0010859128206086156 0.0011460057855019988 0.0012027995290684775 0.0017170707304074622 0.001111551791634191
leaf_count=115 171 221 110 217 356 256 345 205 161 794 147 743 69
internal_value=0 0.000964365 8.8953e-05 0.00109872 -0.000556981 -0.000193774 -0.000664935 -8.81348e-05 0.00353047 -0.000706431 -0.000173508 0.000672061 0.00180688
internal_weight=0 0.00613907 0.00491827 0.00390935 0.0114585 0.0104013 0.00928878 0.00817826 0.00215621 0.00678891 0.0056429 0.0044401 0.00272303
internal_count=3910 880 659 488 3030 2674 2559 2214 271 2009 1215 1068 325
is_linear=0
shrinkage=0.0132673


Tree=2666
num_leaves=15
num_cat=0
split_feature=11 0 12 43 42 133 160 13 48 151 51 15 15 48
split_gain=4.80514e-05 6.52496e-05 0.000114847 0.000113396 8.82276e-05 0.000112445 7.85681e-05 0.000100236 8.14571e-05 8.75098e-05 9.7181e-05 0.000111003 7.68049e-05 0.000111569
threshold=0.08184000000000001 -0.017269999999999997 0.084380000000000024 -0.24333999999999997 -0.088669999999999985 -0.0056849999999999991 0.099550000000000013 -0.073799999999999991 0.092150000000000024 -0.016164999999999995 -0.041139999999999989 -0.097794999999999979 -0.0039399999999999991 0.086065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 12 9 -9 -11 -12 13 -7
right_child=-2 2 -4 4 5 6 -8 8 -10 10 11 -13 -14 -15
leaf_value=-0.0049359643104978784 -0.0031472535839847412 0.0056952270347828942 -0.00051355420653935023 0.0045362712898964425 -0.0043180997605332333 -0.0023354795400890821 -0.003366069639569748 0.0041457746505122323 -0.0043350882552649714 0.0030342231958008599 0.00085485507134379704 -0.0063453739403550626 0.0059823061211415349 0.0048685009143780321
leaf_weight=0.001151288052318177 0.0011168520964301215 0.0013156736314306533 0.0015898109372270014 0.0010232670547688618 0.0014214908058885261 0.0010777048691704787 0.0012020308350678384 0.001158884101704824 0.0010487432706651895 0.0010328503263308947 0.0010182626535585092 0.0010517942648946964 0.0012749301681246592 0.0010028951827859402
leaf_count=169 224 244 97 334 789 541 203 107 138 129 73 381 299 182
internal_value=0 0.000185253 0.00229793 -0.000270651 0.00016557 -0.000230583 0.000358221 0.0008748 -0.000454113 0.000500918 -0.000860375 -0.00280358 0.00297797 0.001137
internal_weight=0 0.0163696 0.00290548 0.0134641 0.0123129 0.0112896 0.0098681 0.00866606 0.00531053 0.00426179 0.00310291 0.00207006 0.00335553 0.0020806
internal_count=3910 3686 341 3345 3176 2842 2053 1850 828 690 583 454 1022 723
is_linear=0
shrinkage=0.0155448


Tree=2667
num_leaves=14
num_cat=0
split_feature=1 0 151 4 52 42 43 2 133 52 16 4 48
split_gain=4.80009e-05 8.38287e-05 8.81158e-05 0.000142329 6.88071e-05 6.62268e-05 7.74822e-05 8.5014e-05 8.45234e-05 0.000102354 6.205e-05 0.000103033 5.50959e-05
threshold=0.10420500000000001 -0.035699999999999989 -1.0000000180025095e-35 0.24280000000000004 -0.062489999999999997 0.092145000000000019 0.14198000000000002 0.10393500000000001 0.065880000000000008 -0.087604999999999988 -0.0072149999999999992 -0.0082299999999999995 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 8 9 -1 11 -11 -13
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14
leaf_value=-0.0048587384421570007 -0.0035493124642717875 0.00435824422053305 0.001122025088187746 0.0040262807057969349 -0.0040176720961232351 -0.0033933025841158234 0.0035354389076800545 -0.0042427422161088 0.0026929163133192087 -0.0037796958097048154 0.0029316440284593679 0.0027224860744714456 -0.0015890128945163597
leaf_weight=0.0010406435044216103 0.0010008889084134505 0.001179075466839207 0.0010583058253648137 0.0018045290532832901 0.0010082145399072928 0.0014322511911642266 0.0010128308968210134 0.0010977283805331441 0.0017240878286554958 0.0014725303599265925 0.0011094996373363238 0.0014229274519856464 0.001000730078922903
leaf_count=237 175 221 110 261 113 591 189 259 718 653 165 143 75
internal_value=0 0.000989676 0.000174436 0.00113724 -0.00138553 -0.000563885 -0.00015376 -0.000575103 -5.69753e-05 -0.000841096 -5.85967e-06 -0.000842359 0.000942265
internal_weight=0 0.00605101 0.00487194 0.00387105 0.00206652 0.0113132 0.00988098 0.00886815 0.00777042 0.00604633 0.00500569 0.00389619 0.00242366
internal_count=3910 880 659 484 223 3030 2439 2250 1991 1273 1036 871 218
is_linear=0
shrinkage=0.0140794


Tree=2668
num_leaves=14
num_cat=0
split_feature=133 160 474 483 42 151 4 2 457 133 3 47 2
split_gain=5.03459e-05 0.000125099 0.00017001 0.000233904 9.79688e-05 8.04015e-05 0.000134924 0.000134119 0.000109427 0.000106355 0.000126342 9.37851e-05 8.3785e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.084655000000000022 0.0015150000000000003 -1.0000000180025095e-35 -0.08373499999999999 0.074650000000000008 0.086650000000000019 0.059100000000000007 1.0000000180025095e-35 0.082730000000000012 1.0000000180025095e-35 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 11 9 10 -9 -7 -8
right_child=1 4 -4 -5 5 6 12 8 -10 -11 -12 -13 -14
leaf_value=0.0022340402227775022 -0.009543731942745633 -0.002676434610858289 0.0019098707046860688 6.2300413712094269e-05 -0.002967528061440859 -0.0060281138564471006 0.0069373207600394535 0.0061502951670256581 0.0056870711869457576 -0.0033093078760720058 -0.0013119813839610498 0.00029432337661515425 0.0014701498796692502
leaf_weight=0.0019581137773313209 0.0012452244033873674 0.0019211537700667821 0.0011290040812192356 0.0010372107349502276 0.0010194111060670636 0.0010223391383698283 0.0013458129172625375 0.0010104129300535485 0.0011838225917213396 0.0011312655881131617 0.0010155709416010406 0.0010739693409611561 0.0011695748276388418
leaf_count=604 505 618 269 312 207 344 150 201 51 264 113 107 165
internal_value=0 -0.000310386 -0.00283259 -0.00517845 0.000413075 0.00100827 0.00146098 0.000314417 0.00181308 0.00036051 0.00240966 -0.00278904 0.00439526
internal_weight=0 0.0153048 0.00341144 0.00228244 0.0118933 0.00997218 0.00895277 0.00643738 0.00434107 0.00315725 0.00202598 0.00209631 0.00251539
internal_count=3910 3306 1086 817 2220 1602 1395 1080 629 578 314 451 315
is_linear=0
shrinkage=0.0149411


Tree=2669
num_leaves=19
num_cat=0
split_feature=124 453 4 0 1 12 15 0 4 16 4 48 42 0 160 403 15 16
split_gain=0.000183941 0.000164216 0.000188241 0.000240138 0.000224331 0.000212271 0.000211471 0.00019071 0.000242535 0.000240481 0.000235804 0.000145172 0.000110156 9.95199e-05 9.93652e-05 0.000123284 9.66024e-05 0.000115058
threshold=0.10068000000000002 1.0000000180025095e-35 0.25367000000000006 -0.15291499999999997 0.11235500000000002 0.10673000000000001 -0.10469999999999999 -0.10071499999999999 0.0057500000000000008 -0.057604999999999996 -0.0021099999999999995 0.088875000000000023 0.085195000000000007 -0.18087499999999998 -1.0000000180025095e-35 0.088015000000000024 0.084050000000000014 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 8 13 -10 11 14 -12 -8 -9 16 17 -16
right_child=-2 -3 3 4 -6 -7 7 10 9 -11 12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.00070390071333870151 0.00072890248861000849 -0.00069445288394516871 0.0010224830330120306 -0.0004985268271006961 0.00059175589851694446 -0.00086346967672564141 -0.00046109238210244801 -0.00059136394762824597 0.00021179475194050171 0.0012652392797952879 -0.0010676411274152485 0.00056168945762678584 -0.00026304718334107038 0.00025024309593578751 0.00082038503865388432 -0.0004700366519791566 -0.00026159280251263675 4.6193166348950378e-05
leaf_weight=0.0013730326265352063 0.0010065755707996419 0.0011713319849940831 0.0011641029986044988 0.0012089116615631758 0.0011724794456899178 0.0010460269711938764 0.0012582640385299104 0.0010365659576586639 0.0016377201761606335 0.0011729755349421112 0.0010176155340321548 0.0013090326049915411 0.0011355396890822544 0.0012235207758615153 0.0010545426757869805 0.001227303275974867 0.0010752858396913118 0.0014216818285145219
leaf_count=230 58 98 113 127 249 294 63 556 86 30 189 125 209 149 175 177 696 286
internal_value=0 -4.76817e-05 -1.07886e-05 0.000361423 3.82746e-05 -8.84662e-05 -3.76182e-05 2.517e-05 0.000294183 0.000651424 -0.000128291 2.73595e-05 -0.000643311 -0.000110404 -9.29173e-05 1.52001e-05 0.000182884 0.000375896
internal_weight=0 0.0217059 0.0205346 0.00354549 0.00238139 0.0169891 0.0159431 0.01457 0.00529248 0.0028107 0.00927757 0.00712441 0.00215316 0.00248178 0.00581538 0.00477881 0.00355151 0.00247622
internal_count=3910 3852 3754 489 376 3265 2971 2741 328 116 2413 2015 398 212 1890 1334 1157 461
is_linear=0
shrinkage=0.00177594


Tree=2670
num_leaves=18
num_cat=0
split_feature=1213 1456 453 11 4 50 2 12 51 133 16 2 43 12 12 4 47
split_gain=0.000562135 0.00029824 0.000236684 0.000252851 0.000210346 0.000150735 0.00013657 0.000197151 0.000230023 0.000240576 0.000268055 0.000237107 0.00020377 0.000165159 0.00031248 0.000238773 6.83212e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.098870000000000027 0.086545000000000025 0.10058500000000002 -0.032189999999999989 0.090085000000000012 -0.071799999999999989 0.097135000000000013 -0.071214999999999987 0.097345000000000015 0.084100000000000022 -0.017449999999999997 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 13 8 -8 10 11 -10 -12 14 15 -3 -17
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 12 -13 -14 -15 -16 16 -18
leaf_value=-0.0012552960693915079 -0.00087732527419453067 0.00068717540116714827 -0.00072663353123729869 -0.00071421904969380223 0.00072282266216173042 0.00075033873222067182 -0.00045506612260033435 -0.00047555212986286185 0.00061388009930587973 -0.00021358938040702755 0.0013385268853000841 -0.00025335509102468212 0.00046082720833045534 0.00039343208559570791 -0.00099460043364323178 -0.00054854681738776307 1.6090663581681977e-05
leaf_weight=0.0010640949540696781 0.001031359614925567 0.001044306761891052 0.0010513948902390871 0.0010495387361235181 0.0018449061374079872 0.0010412036452085533 0.0011838854153950933 0.001221534187047236 0.001977997251327147 0.0017590793404380391 0.0015241186038565217 0.0018492010537596859 0.0016921542531093212 0.0014091001375091117 0.0013580722723074909 0.0014576230681689435 0.001171971138071326
leaf_count=592 332 114 91 141 369 328 317 190 166 231 103 113 130 81 468 108 36
internal_value=0 3.833e-05 8.00496e-05 0.000119343 0.000161946 0.000106582 6.8604e-05 0.000184712 0.000265475 0.000362383 0.00050623 0.000194855 0.000876749 -0.000133433 -0.00028097 -1.71738e-05 -0.000296896
internal_weight=0 0.0236674 0.0226361 0.0215847 0.0205352 0.0186902 0.017649 0.011208 0.00998644 0.00880255 0.00704347 0.0038272 0.00321627 0.00644107 0.00503197 0.0036739 0.00262959
internal_count=3910 3318 2986 2895 2754 2385 2057 1250 1060 743 512 279 233 807 726 258 144
is_linear=0
shrinkage=0.00174112


Tree=2671
num_leaves=19
num_cat=0
split_feature=1213 1456 453 11 4 0 403 42 0 16 16 4 16 4 42 150 129 42
split_gain=0.000553257 0.000380212 0.000251852 0.000229661 0.000201645 0.000206698 0.000266446 0.000143014 0.00015734 0.000293024 0.000207428 0.000218703 0.000164169 0.000192827 9.81224e-05 0.000100094 7.86746e-05 6.77704e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.18055000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.053834999999999994 0.24895000000000003 -0.014099999999999998 0.00096500000000000015 -0.063614999999999991 -0.0025899999999999994 0.088345000000000021 0.090145000000000017 0.0041150000000000006 0.084545000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 10 -10 12 17 13 -9 15 -15 -8 -12
right_child=1 2 -4 -5 -6 -7 16 8 9 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0012609689133607441 -0.0010236172912741507 -0.00047345727356299684 -0.00076138447267754472 -0.00070578155542739087 0.00073871544384976969 0.00085255573435715447 0.00030857515263931921 0.00071818679788798496 0.00011655713500967322 -0.0010985627294122443 -0.00012847538719233643 0.0011640175851043593 -0.00057451943483054452 -0.00051111208008469374 0.0004146320597060885 0.00011260144058310174 0.00097772367537860352 0.00051446355353152796
leaf_weight=0.0010946971486355704 0.0010288863012507662 0.0019477441758790981 0.0010646245136325385 0.0010007883563329647 0.0017671325007655508 0.0011097419455730608 0.0011356547850302481 0.001265199165346619 0.0016649525377756208 0.0010029923732208929 0.0010703060338643506 0.0010932155232637186 0.0013843980101386349 0.0017427597597944695 0.0010024068449590723 0.0015187009308251787 0.0010823309127019343 0.0010003777182049853
leaf_count=592 332 554 91 141 369 28 159 285 169 135 203 88 192 110 85 50 49 278
internal_value=0 3.14199e-05 8.10926e-05 0.000124237 0.000166216 0.000110076 6.13531e-05 -2.52576e-05 4.32365e-05 -0.000340257 0.000144765 0.000521405 -2.76015e-05 0.000109339 -7.1322e-05 -0.00022068 0.000635106 0.000182138
internal_weight=0 0.0228822 0.0218533 0.0207887 0.0197879 0.0180208 0.016911 0.0146931 0.0127453 0.00266794 0.0100774 0.0031639 0.00691346 0.00552907 0.00426387 0.00326146 0.00221799 0.00207068
internal_count=3910 3318 2986 2895 2754 2385 2357 2149 1595 304 1291 569 722 530 245 160 208 481
is_linear=0
shrinkage=0.00177594


Tree=2672
num_leaves=19
num_cat=0
split_feature=1213 133 130 160 12 13 0 15 483 2 2 0 151 48 403 2 47 4
split_gain=0.000397037 0.000139867 0.000183864 0.000232758 0.000287472 0.00019137 0.000217384 0.000153863 0.000144344 0.000123525 0.000174156 0.000151382 0.000115065 0.000114408 0.000108888 9.70594e-05 8.76322e-05 0.000178012
threshold=-1.0000000180025095e-35 -0.085714999999999986 -0.0015749999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49820499999999995 0.13167000000000004 -0.106555 0.075345000000000009 0.094010000000000024 0.086545000000000025 -0.089879999999999974 0.077805000000000013 0.082070000000000018 0.085745000000000016 0.10274500000000002 0.09550500000000002 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 -3 4 8 -5 7 15 -4 10 16 -12 13 -11 -2 -7 17 -9
right_child=1 2 3 5 -6 6 -8 9 -10 12 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0010847339542993974 4.2130793604186725e-05 -0.00073082550264395884 -0.00037229012247569062 -0.000596009039531389 -0.0010995679880032255 0.00015207433619800494 0.00088641254455750623 0.00023034282662915502 0.0004209482174457922 -0.00083519872095630225 0.00014138241715046468 0.0010248466999657284 0.00020347586510555626 -7.0278118246566029e-05 0.00081129769416494102 0.00089110483999803097 0.00035541351032812075 -0.00063089871457625555
leaf_weight=0.0010050136012695046 0.0010602779704724603 0.0010240296106786414 0.0017449737479222479 0.0010216714310891306 0.0011054940996096073 0.001033942945536591 0.0012200752640350856 0.0014200934510162347 0.00115619761898067 0.0012001989738886498 0.0012905713123769064 0.0010800010429491986 0.0012041380788354594 0.0011712020047979915 0.0011776970145890853 0.001124798170573459 0.0011577108978313433 0.0014918425861331986
leaf_count=592 327 217 169 52 714 149 54 323 88 376 61 196 54 116 120 131 68 103
internal_value=0 3.46936e-05 -1.27426e-05 2.71717e-05 -0.000344052 0.000130345 0.000185748 0.00011553 -5.61625e-05 2.46582e-05 0.000168732 0.000543877 -0.000234846 -0.000457415 0.000446892 0.000537141 -4.97899e-05 -0.000210888
internal_weight=0 0.0216849 0.0194469 0.0184229 0.00400667 0.0144162 0.0133946 0.0121745 0.00290117 0.0100158 0.00644022 0.00237057 0.00357554 0.0023714 0.00223797 0.00215874 0.00406965 0.00291194
internal_count=3910 3318 2871 2654 971 1683 1631 1577 257 1297 751 257 546 492 447 280 494 426
is_linear=0
shrinkage=0.00174112


Tree=2673
num_leaves=14
num_cat=0
split_feature=11 3 1 3 15 151 150 4 1 0 4 13 3
split_gain=5.03129e-05 6.55717e-05 6.81503e-05 6.30247e-05 0.000209083 0.000100299 0.00018276 0.000124507 0.000139323 0.000125931 9.03817e-05 0.000116372 4.71243e-05
threshold=0.08184000000000001 -0.10315499999999998 0.076710000000000014 -0.078884999999999997 0.085120000000000015 0.056555000000000001 0.08826500000000001 -1.0000000180025095e-35 0.11198000000000001 -0.10209999999999998 -0.034289999999999994 -0.09547499999999999 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 10 9 -9 11 -5 -10
right_child=-2 3 -4 5 -6 -7 -8 8 12 -11 -12 -13 -14
leaf_value=0.00023628300612339303 -0.0026905270083661327 -0.0055060907196865681 0.0046473572335305807 0.0035222413172945528 0.0017781160831368478 -0.0033685706039563749 0.0054157259672057362 -0.0061408683371364505 0.0030786337817706542 -0.00046753515730584542 0.004753924552463951 -0.001771776135501607 -0.00071817952797797536
leaf_weight=0.0013769138950988045 0.0011219656767049299 0.0013784476011565036 0.0010402725587318551 0.0012158215901951703 0.0012911412639328192 0.001168948501652921 0.0012024900894195634 0.0013702576772285926 0.0010158297106166725 0.0012805489522920161 0.0011673893908302774 0.0016638788062733369 0.0012140188731234076
leaf_count=146 224 979 166 54 653 99 137 149 185 270 198 513 137
internal_value=0 0.000156644 0.00213466 -0.000185635 -0.0019831 0.00023904 0.00065533 1.41456e-05 -0.00138461 -0.0034002 0.00170099 0.00046338 0.0010115
internal_weight=0 0.016386 0.00241719 0.0139688 0.00266959 0.0112992 0.0101302 0.00892775 0.00488066 0.00265081 0.00404709 0.0028797 0.00222985
internal_count=3910 3686 312 3374 1632 1742 1643 1506 741 419 765 567 322
is_linear=0
shrinkage=0.0130072


Tree=2674
num_leaves=14
num_cat=0
split_feature=484 4 16 0 48 0 48 133 0 16 0 4 3
split_gain=4.4995e-05 5.30043e-05 6.84884e-05 7.91548e-05 0.000157002 0.000141076 0.000113473 9.81183e-05 8.0838e-05 0.000111722 9.99663e-05 6.09192e-05 2.26147e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.30307999999999996 -0.10575999999999998 0.087945000000000009 -0.089879999999999974 0.085790000000000019 -0.085714999999999986 0.15480500000000005 0.22945500000000005 -0.069794999999999982 -0.00027999999999999998 0.099570000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 -5 7 -7 9 10 -9 -4 -3
right_child=1 12 3 5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0025308023169698492 -0.0029601109725183815 0.0036682370759854132 0.0015500224111396712 -0.0047026735336044888 -0.002033821914809099 0.0029762782826861611 0.0040078664104692754 -0.0031832427186616568 0.0017848111556112505 -0.0055620166162122552 0.0025553755302347696 0.0057384124676275183 0.00077859788742874595
leaf_weight=0.0012658978711695681 0.0014614164400374016 0.0010419414202646523 0.001260062726415892 0.0013195518660993038 0.0013492728845169721 0.0011874842688790761 0.0012389993247653806 0.0012848020249502864 0.0011274785401804155 0.0013722032590617501 0.0010518887095874851 0.001393201033650592 0.0010223364605911828
leaf_count=612 133 284 150 307 114 291 255 974 38 318 200 71 163
internal_value=0 0.000171855 -0.000131663 0.000196788 0.00179979 -0.000550794 0.00020354 -0.000578942 -0.00145186 -0.00243579 -0.000599936 0.0037493 0.00223714
internal_weight=0 0.0161106 0.0140464 0.0125849 0.00400254 0.00858241 0.00726286 0.00602386 0.00483637 0.00370889 0.00233669 0.00265326 0.00206428
internal_count=3910 3298 2851 2718 335 2383 2076 1821 1530 1492 1174 221 447
is_linear=0
shrinkage=0.0138033


Tree=2675
num_leaves=13
num_cat=0
split_feature=11 0 43 4 1 156 51 0 48 1 15 1
split_gain=4.71433e-05 6.24238e-05 0.000102256 9.53173e-05 7.41512e-05 8.85488e-05 0.000102492 8.78453e-05 0.000320325 0.000117761 8.19206e-05 8.14926e-05
threshold=0.081005000000000008 -0.017269999999999997 -0.24333999999999997 -0.49837999999999999 1.0000000180025095e-35 0.084090000000000012 -0.0084849999999999978 -0.18901999999999997 0.016865000000000002 0.091310000000000016 0.083935000000000023 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 10 6 -6 9 11 -8 -4 -9
right_child=-2 3 4 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0043927708727273529 -0.0027835059758926427 -0.0011116335356103524 -0.0038636316942461386 0.0042552737502455154 0.00550559445664548 -0.0030747241331164662 0.0023768837039436514 0.0024699906894835137 0.0084655946511104797 -0.0039637484806292825 0.00059128457631974103 -0.0024155863324985178
leaf_weight=0.0011166986583875096 0.001188607974135873 0.0011367747581841892 0.0017118490032192934 0.0017077572051355161 0.0010709872108456697 0.0010431484317030559 0.0010141401604921718 0.0011625644148735308 0.0011433901804411913 0.0014940553525298328 0.0016934309352924955 0.0017856354643738333
leaf_count=168 233 110 983 228 138 181 43 297 233 118 786 392
internal_value=0 0.000180365 -0.000234434 0.00211047 0.000148727 0.000850949 0.0013848 0.000716096 0.00201331 -0.00140004 -0.00164822 -0.000489055
internal_weight=0 0.0160804 0.0132359 0.00284453 0.0121192 0.00871392 0.00767077 0.00659979 0.00409159 0.0025082 0.00340528 0.0029482
internal_count=3910 3677 3339 338 3171 1402 1221 1083 922 161 1769 689
is_linear=0
shrinkage=0.0143609


Tree=2676
num_leaves=14
num_cat=0
split_feature=1 12 43 16 2 0 0 3 13 52 0 48 2
split_gain=4.50559e-05 7.76985e-05 8.65325e-05 0.000126562 8.03399e-05 7.4426e-05 9.4857e-05 7.4064e-05 5.10264e-05 0.0001217 9.70997e-05 0.000130608 3.19188e-05
threshold=0.10420500000000001 0.10214500000000001 -0.17307499999999998 0.15737500000000001 0.099015000000000006 -0.035699999999999989 -0.10303999999999998 0.090325000000000003 -0.084184999999999996 0.071660000000000015 -0.099864999999999995 0.084500000000000006 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 -2 -4 10 11 -10 -9
right_child=5 -3 3 -5 -6 -7 -8 12 9 -11 -12 -13 -14
leaf_value=0.0035558710346923375 0.0046985741269571484 -0.0042766886513033358 -0.0029429570432584888 -0.0051721351165483053 0.0031010695067594839 0.004195792233160067 -0.0027696510977545485 -0.0013062869729349807 0.0032356967136006783 0.0035972798539670131 -0.0046222255584026217 -0.00311091132553262 0.0020113628624076497
leaf_weight=0.0010975376022202008 0.0010103001701939158 0.0010077003719323385 0.0015005330902906249 0.0010722163788863407 0.0013567787723079306 0.0011442087148011808 0.001477523555853363 0.0013214907922508567 0.0013604334694662669 0.0013727178463850201 0.001191857381642496 0.0012184389840612653 0.0010174255467688686
leaf_count=116 110 336 703 355 208 221 350 85 91 591 574 56 114
internal_value=0 -0.000547547 -0.000178061 -0.000629747 -2.10015e-05 0.000967312 0.000201981 0.00151293 -0.000658565 7.87625e-06 -0.00129883 0.000237117 0.000136886
internal_weight=0 0.0111782 0.0101705 0.00907298 0.00800076 0.00597095 0.00482674 0.00334922 0.00664398 0.00514345 0.00377073 0.00257887 0.00233892
internal_count=3910 3030 2694 2578 2223 880 659 309 2015 1312 721 147 199
is_linear=0
shrinkage=0.0140794


Tree=2677
num_leaves=12
num_cat=0
split_feature=150 3 11 0 159 0 0 3 15 16 43
split_gain=4.99814e-05 9.56931e-05 9.17643e-05 6.81256e-05 0.000107158 0.000149199 9.20763e-05 0.000117414 0.000165385 8.46253e-05 9.87989e-05
threshold=0.084800000000000014 0.094625000000000015 0.077165000000000025 -0.18901999999999997 -1.0000000180025095e-35 -0.14012999999999998 -0.07773999999999999 -0.086589999999999986 -1.0000000180025095e-35 0.064860000000000015 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7 -9 -8 -11
right_child=1 -3 -4 4 5 6 9 8 -10 10 -12
leaf_value=-0.0024787797887984345 -0.00045465523621759165 0.0041340902684404435 -0.0037203406769072719 -0.0036068131344380609 0.0051326952594482576 -0.0046653411178013884 0.0038087421180039789 -0.0027453877416451708 0.002958579928489823 0.0022614815630068201 -0.002371258492320347
leaf_weight=0.0016067833637287707 0.001765019528562446 0.0012713355942711169 0.0011933006326999085 0.0010223662866437272 0.0011119671043084188 0.0011357857983419883 0.0016049919968926076 0.0016646690813545287 0.001641978489671958 0.0016714032236077869 0.0013558290042189683
leaf_count=142 348 110 252 560 124 473 520 535 447 204 195
internal_value=0 0.00146667 -0.000338044 -2.31119e-05 0.000328903 0.000723905 0.000183672 -0.001128 8.70255e-05 0.0014416 0.000186582
internal_weight=0 0.00303636 0.0140091 0.0128158 0.011209 0.0101866 0.00907466 0.00444243 0.00330665 0.00463222 0.00302723
internal_count=3910 458 3452 3200 3058 2498 2374 1455 982 919 399
is_linear=0
shrinkage=0.0127521


Tree=2678
num_leaves=13
num_cat=0
split_feature=133 3 50 47 4 12 16 4 1 52 52 1
split_gain=4.643e-05 8.64219e-05 0.000103975 7.74614e-05 0.000110697 0.000114026 8.70958e-05 0.000134096 0.000110139 8.12333e-05 0.000106995 4.88564e-05
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 0.117025 0.24280000000000004 0.097510000000000013 -0.094359999999999986 0.00046500000000000008 0.095575000000000007 0.086635000000000004 -0.048794999999999991 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -8 -6
right_child=-2 -3 -4 -5 11 -7 8 -9 -10 -11 -12 -13
leaf_value=0.0016961739744172238 -0.0026788365183730025 0.0036867191944123137 -0.003402522564048951 -0.0031338334123089842 0.0013050434643804374 -0.0041089159323492459 0.0010677438647719811 -0.0047842085519232943 0.0042022904839498455 0.0027579687446879731 -0.0037649178144956879 0.0051953289070942226
leaf_weight=0.0010479774612257827 0.0010787393112767522 0.0011389135167597939 0.0015118378258892834 0.0010802642769605067 0.0011589306856421185 0.0010771957810237426 0.0019525015846065092 0.001212172109090498 0.0016525263607930652 0.0015392787333212039 0.001373819278468746 0.0011148408225141642
leaf_count=118 545 183 549 110 146 285 440 147 296 356 512 223
internal_value=0 0.000165706 -0.000106697 0.000270513 0.000573714 -3.50775e-05 0.000464829 -0.00177941 0.00124302 0.000237943 -0.000928216 0.00321247
internal_weight=0 0.0158603 0.0147213 0.0132095 0.0121292 0.00985547 0.00877828 0.00226015 0.00651813 0.0048656 0.00332632 0.00227377
internal_count=3910 3365 3182 2633 2523 2154 1869 265 1604 1308 952 369
is_linear=0
shrinkage=0.0132673


Tree=2679
num_leaves=18
num_cat=0
split_feature=1213 1456 11 1374 4 13 0 4 39 403 160 15 0 0 0 4 1
split_gain=0.000452744 0.000310247 0.000183472 0.000170042 0.000185953 0.000215458 0.000192661 0.000208442 0.00017212 0.000163743 0.000244461 0.000311293 0.000184856 0.000283013 0.00021749 0.0001801 5.94714e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 -0.51381999999999983 -0.091229999999999992 -0.084304999999999977 0.15927500000000003 0.005105000000000001 0.03138500000000001 0.031805000000000007 -0.088734999999999994 -0.10131499999999999 -0.074249999999999997 -0.053834999999999994 0.26048500000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 9 10 12 -12 15 -14 -15 16 -7
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18
leaf_value=-0.0011462847603547933 -0.00090960361061919229 -0.0004938720909800319 -0.00063838842663617261 -0.00052288402811610855 -0.00026949810720611764 0.000102448478099969 0.0010137677867833985 0.0007104395966028666 0.0005904672830522649 0.00052337507859838482 0.0010290512181207827 -0.00022184400743476796 -0.0011429137802961302 0.00042442081061902433 -0.00066541918415259583 -0.00042902387581535741 0.00064027940093825655
leaf_weight=0.0010233510214437613 0.0010007713912849837 0.0012888406026894108 0.0010201087556242763 0.0011384047514306555 0.0012333453220284007 0.0015877047520368049 0.0016343164752260263 0.0014106706702143659 0.0018476306693969687 0.0016759383968032995 0.0012384226769672768 0.0011755874318707671 0.001328450371051935 0.0010972011493167455 0.0011235113559095984 0.0015937357646045314 0.0010260535136126236
leaf_count=592 332 68 143 66 178 68 107 141 328 176 97 155 878 230 223 87 41
internal_value=0 3.79412e-05 8.2212e-05 0.000118246 0.000159527 0.000202752 0.000543817 0.000253331 9.61971e-05 1.91093e-05 -6.39844e-05 0.000419884 -0.000214573 -0.000507228 -0.000126955 3.22919e-05 0.000313579
internal_weight=0 0.0224207 0.0214199 0.0203998 0.019111 0.0179726 0.00427833 0.00264402 0.0136942 0.0118466 0.0101707 0.00241401 0.00775666 0.00354916 0.00222071 0.00420749 0.00261376
internal_count=3910 3318 2986 2843 2775 2709 426 319 2283 1955 1779 252 1527 1331 453 196 109
is_linear=0
shrinkage=0.00174112


Tree=2680
num_leaves=14
num_cat=0
split_feature=48 4 15 48 13 13 2 52 0 160 0 0 2
split_gain=4.39705e-05 8.30068e-05 8.86437e-05 0.000152428 8.61552e-05 0.000148775 0.000127088 9.78752e-05 9.16686e-05 9.10104e-05 8.81225e-05 7.08755e-05 5.30786e-05
threshold=0.12862000000000004 0.28937500000000005 -0.11739999999999999 0.092755000000000018 -0.016579999999999998 -0.094679999999999986 0.087005000000000013 0.089525000000000007 -0.084304999999999977 -0.0098349999999999983 -0.10071499999999999 -0.13506999999999997 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 9 -4 -6 11 -11 -12
right_child=-2 -3 3 -5 7 6 -8 -9 -10 10 12 -13 -14
leaf_value=-0.0037764753242099554 -0.0026430220945054413 0.0027427335099704186 -0.0020313150805764874 0.0049627234013112954 0.0032428602812060734 -0.001275644059657009 -0.007295020271315727 0.0035977178959069097 0.0029728708648070908 -0.0012055794627556303 -0.0048573433495176918 0.0033398389049114539 -0.00080767048502605233
leaf_weight=0.0010760007342924495 0.0010130387650186248 0.0018489948335239691 0.0011759986531884453 0.0010093777372861415 0.0010717542983934066 0.0013438842337147247 0.0010626710010758992 0.0014745506444305556 0.0013083493148003944 0.0013332694821070849 0.0011042676165220824 0.0010277806319543004 0.0010861853260336861
leaf_count=262 123 401 199 180 159 734 724 227 64 96 327 38 376
internal_value=0 0.00015173 -0.000188665 0.00010834 -0.000300371 -0.0016287 -0.00393364 0.000614942 0.000604074 -0.000167212 -0.000970191 0.000773071 -0.00284922
internal_weight=0 0.0159231 0.0140741 0.0129981 0.0119887 0.0048909 0.00240656 0.00709781 0.00248435 0.00562326 0.0045515 0.00236105 0.00219045
internal_count=3910 3787 3386 3124 2944 1721 1458 1223 263 996 837 134 703
is_linear=0
shrinkage=0.0130072


Tree=2681
num_leaves=14
num_cat=0
split_feature=14 124 48 4 2 133 52 4 150 1 15 13 15
split_gain=4.15437e-05 8.79601e-05 6.58185e-05 0.000159529 9.76058e-05 0.00016608 9.98128e-05 9.27975e-05 0.000110345 0.000125823 8.70055e-05 5.76518e-05 4.23074e-05
threshold=-0.13131999999999996 -0.048219999999999992 0.11930500000000001 0.15927500000000003 0.106285 0.090085000000000012 0.071660000000000015 -0.078484999999999985 0.086420000000000011 0.092550000000000007 1.0000000180025095e-35 -0.098524999999999988 -0.069904999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 12 -8 -5 -9
right_child=1 2 -4 11 -6 -7 10 8 -10 -11 -12 -13 -14
leaf_value=-0.0022223017481088347 0.003802825779532761 -0.004639094631351477 -0.0031285732770720501 0.0054746468516273065 0.0024697166031027928 -0.0055765072684883458 0.0043881664039447845 0.0043281703092917997 -0.0041423325971894024 -0.0024602167568612758 -0.00070873374040289808 0.0014927787597003399 0.0007024032420260756
leaf_weight=0.0013280778900926346 0.0010536935133449504 0.0011212198266275014 0.0011130848606071197 0.001021483225466845 0.0015663333453637537 0.0011901328505123732 0.001179517349467557 0.0011257369715053688 0.0010631169022857767 0.0013659235114733825 0.0010904904069359532 0.0015466329563245196 0.0010545062295593682
leaf_count=172 272 376 139 110 405 549 211 280 144 155 545 241 311
internal_value=0 0.000174784 -8.99897e-05 0.000163832 -0.000531558 -0.00104306 -0.000368673 -0.00128307 -0.000466706 0.000635222 0.00193966 0.00307659 0.00257452
internal_weight=0 0.0154919 0.0144382 0.0133251 0.010757 0.00919064 0.00800051 0.0057305 0.00460928 0.00354617 0.00227001 0.00256812 0.00218024
internal_count=3910 3738 3466 3327 2976 2571 2022 1266 890 746 756 351 591
is_linear=0
shrinkage=0.0130072


Tree=2682
num_leaves=13
num_cat=0
split_feature=158 14 49 457 4 151 150 3 52 0 0 43
split_gain=4.3694e-05 8.33335e-05 8.41082e-05 6.90488e-05 0.000112845 8.18112e-05 0.000135102 8.05144e-05 0.000191882 0.000129227 8.63372e-05 7.35294e-05
threshold=0.084965000000000027 -0.13131999999999996 0.090445000000000011 -0.0034949999999999994 0.24280000000000004 0.056555000000000001 0.082965000000000025 -0.078884999999999997 0.0033900000000000002 -0.10209999999999998 -0.084154999999999994 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5 -9 -11 -12
right_child=-2 2 -4 4 -6 -7 -8 9 -10 10 11 -13
leaf_value=-0.0028618626135428868 -0.0024159114339384279 -0.0028028877482981448 0.0030178854796007841 -0.005010647913783679 0.0039859627029955021 -0.0031487586706218968 0.003790470091733758 -0.0027227592702479134 0.0008623894565834274 0.0045173365826522592 0.0029785917821477082 -0.0011552690850112764
leaf_weight=0.0012267932309866702 0.0010249490690833812 0.0010979660815966805 0.0015788388262960385 0.0014381970623102156 0.0011146116699142393 0.0010918596704296421 0.0013874061096543671 0.0012007794046393627 0.0018196254435499538 0.001167903595094312 0.0010677674179446865 0.0014859886380443098
leaf_count=154 423 287 497 664 225 85 194 102 638 102 125 414
internal_value=0 0.00014499 0.000400253 7.9185e-05 0.000347945 -3.24637e-05 0.000323167 -0.000264902 -0.00173032 0.000704957 0.0018109 0.000573166
internal_weight=0 0.0156777 0.0144509 0.0128721 0.0117741 0.0106595 0.00956767 0.00818026 0.00325782 0.00492244 0.00372166 0.00255376
internal_count=3910 3487 3333 2836 2549 2324 2239 2045 1302 743 641 539
is_linear=0
shrinkage=0.0120166


Tree=2683
num_leaves=13
num_cat=0
split_feature=151 1 15 0 12 4 12 12 15 2 2 0
split_gain=4.50386e-05 7.46033e-05 0.000106135 0.00010174 0.00013332 9.64333e-05 0.000133698 6.50892e-05 0.000101642 7.43585e-05 0.000166543 5.93037e-05
threshold=0.079335000000000017 0.12730000000000002 0.091600000000000015 -0.077944999999999987 0.088375000000000023 -0.49837999999999999 0.082275000000000015 0.085185000000000025 -0.0089749999999999986 0.11230000000000001 0.090695000000000012 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 8 9 10 -1 -8
right_child=-2 -3 -4 5 -6 6 11 -9 -10 -11 -12 -13
leaf_value=-0.0031592464622526651 0.0025897208657332284 0.0024073813282532754 -0.0047656860673109952 -0.0019919338275063946 -0.0045655944280131346 0.0067380063149811058 0.0031202469418463116 0.0026173644024725033 0.0022758756891433293 -0.0047579327296130231 0.0035296605781925425 -0.0013570606902788801
leaf_weight=0.0019067576854654078 0.0011348442183394909 0.0017742826875363918 0.0010091591131182369 0.0010833901281758346 0.0016141420742406352 0.0010143351025407163 0.001039526165735518 0.0012024623265947101 0.0014183665410230622 0.001201706924614819 0.0010609910273496476 0.0011314377885197832
leaf_count=283 157 326 587 151 677 202 318 530 283 109 148 139
internal_value=0 -0.000203414 -0.000541976 -0.000205642 -0.00106977 0.00149571 0.00268193 -0.000238769 -0.00085339 -0.00191791 -0.000767915 0.000786816
internal_weight=0 0.0154566 0.0136823 0.0126731 0.00840443 0.00426869 0.0031853 0.00679028 0.00558782 0.00416946 0.00296775 0.00217096
internal_count=3910 3753 3427 2840 2030 810 659 1353 823 540 431 457
is_linear=0
shrinkage=0.0135326


Tree=2684
num_leaves=12
num_cat=0
split_feature=484 52 160 52 3 1 133 2 3 2 15
split_gain=3.91906e-05 6.4215e-05 8.71026e-05 8.31023e-05 0.000151329 0.000138545 6.51993e-05 8.07526e-05 0.000140016 0.000136598 5.85229e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -1.0000000180025095e-35 -0.37613999999999997 -0.081954999999999986 0.097480000000000011 -1.0000000180025095e-35 0.10571000000000001 -0.08095999999999999 0.087995000000000004 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -4 8 -8 -10 -9
right_child=1 2 6 4 5 -7 7 10 9 -11 -12
leaf_value=-0.0021544746835958336 -0.0015095898888957337 -0.00306332585579532 -0.0021035838471313169 0.006247173697821887 -0.0014183254025274001 0.0039777877316343122 -0.00086797259757484286 0.00083866636835413047 0.00087702040530353406 0.0066099239640936185 -0.003057878057647026
leaf_weight=0.0011881320727405434 0.001241064581558861 0.0015745262359557156 0.0016601637666852978 0.0010006360699445632 0.0017887781608186531 0.0011905820043962932 0.0019906482982789617 0.0010805839968564307 0.0013743422069760012 0.0011442470447510233 0.0012476859700761285
leaf_count=612 369 625 723 191 182 251 365 179 205 122 86
internal_value=0 0.000156457 -0.000415373 0.0012596 0.00212311 0.000738015 7.52639e-05 0.000604294 0.00156144 0.0034816 -0.00124944
internal_weight=0 0.0152933 0.0100722 0.00522106 0.00398 0.00297936 0.00849767 0.00683751 0.00450924 0.00251859 0.00232827
internal_count=3910 3298 2305 993 624 433 1680 957 692 327 265
is_linear=0
shrinkage=0.0122569


Tree=2685
num_leaves=13
num_cat=0
split_feature=158 159 157 42 43 3 42 51 1 52 4 1
split_gain=4.02066e-05 6.9884e-05 7.05585e-05 6.24451e-05 8.48661e-05 0.000134562 6.4473e-05 9.56728e-05 5.05465e-05 4.26894e-05 0.000107515 0.00012248
threshold=0.084965000000000027 0.087945000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 0.08221500000000001 0.092720000000000011 0.090355000000000005 -0.068164999999999989 -1.0000000180025095e-35 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 7 9 -4 -6 -11 -12
right_child=-2 -3 3 4 6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.0036229925460189846 -0.0026841744512911109 0.0033380574303777211 -0.0038905311993642621 0.00036096761542585732 0.0036987534183542474 0.0063112121941032197 -0.0027309009432901314 -0.0031775673780632227 0.00014721285839414035 0.0037601385251947246 -0.0042754177026937869 0.001748591554381049
leaf_weight=0.0010100657025104648 0.00100489038911064 0.0012182060761798509 0.0011802169814037694 0.001993217336562176 0.001081453691313794 0.0011373137000956421 0.0015095872995754015 0.0011290082130121226 0.0011826509985668407 0.0013497480860942268 0.0011995604644697891 0.0013862088521394279
leaf_count=524 423 283 721 332 112 260 718 91 147 66 70 163
internal_value=0 0.000165651 -0.000107295 0.000162771 0.00060799 0.00252268 -0.000174967 0.000452826 -0.00186958 0.0012698 0.000602343 -0.001046
internal_weight=0 0.0153772 0.014159 0.013149 0.0107861 0.00313053 0.00765557 0.00614598 0.00236287 0.00501697 0.00393552 0.00258577
internal_count=3910 3487 3204 2680 1812 592 1220 502 868 411 299 233
is_linear=0
shrinkage=0.0138033


Tree=2686
num_leaves=18
num_cat=0
split_feature=1213 403 160 12 457 13 0 42 0 0 12 12 4 4 49 3 15
split_gain=0.000506845 0.000173073 0.000207232 0.000396616 0.000189329 0.000204467 0.000250412 0.000271741 0.000184925 0.00018455 0.000190495 0.000178758 0.000160905 0.000151959 0.000136803 5.50013e-05 3.20127e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0034949999999999994 -0.49820499999999995 0.15480500000000005 -1.0000000180025095e-35 -0.053834999999999994 -0.074904999999999985 0.092365000000000017 0.088325000000000015 0.25367000000000006 -0.0072799999999999991 -0.047309999999999998 -0.015794999999999997 -0.099824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 -4 -6 7 -7 9 10 12 -3 14 -2 -9 -16 -17
right_child=1 11 4 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18
leaf_value=-0.0011696163461902883 -0.00045110289393950629 -6.679764032656402e-05 -0.00058654645406539451 -0.0011725348060449533 -0.00057511476005732247 -0.00051722384824206061 0.00095414757170868292 0.00055733064175549616 -0.0003279176717993033 0.00092489880643341306 -0.00037341911325474992 0.00085269464129058257 0.00092728470190731667 0.00030113821314184304 0.0002888240834450082 4.2832139721150203e-05 -0.00037757408623340197
leaf_weight=0.0010243308394066097 0.0013364341640109689 0.001038896815956313 0.0011253052538528216 0.0011728664745200845 0.0010726463755126791 0.0016415958162930922 0.001086523479498158 0.0019830209568037212 0.0014917243797636049 0.0011807882495244934 0.001285174121866052 0.0013769918051197011 0.0010626869116193418 0.0017200633295465497 0.0011557010982848862 0.0010088444747839986 0.0010203074697616747
leaf_count=592 124 127 155 776 52 519 40 104 314 202 155 135 141 152 233 36 53
internal_value=0 3.49614e-05 -1.77843e-05 -0.000345234 7.38443e-05 0.000126967 0.000185272 0.000114654 0.000216466 0.000309845 0.000213215 0.000457288 0.00033422 -2.77744e-05 0.000212266 -2.58611e-06 -0.000168558
internal_weight=0 0.0217596 0.0193437 0.00422936 0.0151143 0.013989 0.0129164 0.0118298 0.0101882 0.00869652 0.00751574 0.00241589 0.00623056 0.0030565 0.00516787 0.00318485 0.00202915
internal_count=3910 3318 3056 1052 2004 1849 1797 1757 1238 924 722 262 567 276 426 322 89
is_linear=0
shrinkage=0.00167351


Tree=2687
num_leaves=13
num_cat=0
split_feature=133 160 12 151 42 4 457 4 2 0 43 52
split_gain=3.71046e-05 9.68296e-05 0.000145717 7.48977e-05 0.000110733 0.000112913 8.53601e-05 0.000140062 9.50866e-05 8.45553e-05 6.37329e-05 5.42963e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.085039999999999991 -1.0000000180025095e-35 0.074650000000000008 0.084550000000000014 -0.0021099999999999995 0.10648500000000001 -0.11756999999999999 -0.073139999999999983 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -3 -5 6 7 8 10 -7 -6 -2
right_child=1 3 -4 4 5 9 -8 -9 -10 -11 -12 -13
leaf_value=0.0016108032144384527 0.0015245723333831961 -0.002851020824185859 -0.0059772091630301873 -0.0022046175761201514 0.0016927522809420887 0.00088321826867450307 0.0031380547037616812 -0.0036519415996510637 0.0040835636236486016 0.0055077378874572574 -0.0022829230103009229 -0.0023076080556290253
leaf_weight=0.0018791643973741284 0.0011386402884692969 0.0010208140210014481 0.0010006768640717285 0.0017228827512941079 0.0011536663562995261 0.0010691220863143043 0.0012784062035640573 0.0014251012039274004 0.001007762868201284 0.0013365170948746131 0.0012755119276048072 0.0010844658395240425
leaf_count=604 158 203 801 593 226 115 73 188 194 204 424 127
internal_value=0 -0.000219621 -0.00209314 0.000315361 0.000630123 0.0012016 0.000319775 -0.000421252 0.000918328 0.00345249 -0.000394794 -0.000344825
internal_weight=0 0.0145136 0.00322378 0.0112898 0.010269 0.00854609 0.00614045 0.00486204 0.00343694 0.00240564 0.00242918 0.00222311
internal_count=3910 3306 1086 2220 2017 1424 1105 1032 844 319 650 285
is_linear=0
shrinkage=0.0122569


Tree=2688
num_leaves=17
num_cat=0
split_feature=403 52 453 1 12 43 52 13 42 12 16 3 1 4 42 15
split_gain=0.000134248 0.000143002 0.000145143 0.000131352 0.000146211 0.000170642 0.000163379 0.000289693 0.000163946 0.000112545 0.000308683 9.738e-05 9.68524e-05 0.000236428 9.03579e-05 8.44685e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.10113500000000002 0.10129000000000001 -0.15648499999999999 0.10218500000000001 -0.09547499999999999 0.085330000000000003 -1.0000000180025095e-35 -0.072804999999999981 0.096385000000000012 0.086560000000000012 0.0057500000000000008 -1.0000000180025095e-35 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 12 -5 11 -11 14 -14 -9 -12
right_child=1 2 -4 9 -6 6 -8 8 -10 10 15 -13 13 -15 -16 -17
leaf_value=-0.00054546204024383173 -0.00054833920644235812 0.00060349322955734869 -0.00053077600984008421 0.0006483366350916402 -0.00060695978031916878 0.00065941156667205926 -0.00065082448954245685 -0.00017636036906841539 -0.00068602615924419667 0.00028485483819341449 -0.00057258156761516132 0.00093049987771908946 -0.00078698275818480214 0.00022888286939215044 0.00041143081707561003 3.1705785586692658e-05
leaf_weight=0.0011671543383270913 0.0010974817367745233 0.0012085172625568861 0.0010537141973327993 0.0015255262347090431 0.001005162696862111 0.0015556030937495247 0.001006985564211871 0.0010631427763399242 0.0010796736969251319 0.0015272173701012005 0.0011779344603758957 0.0010003046707484087 0.0010987853704257922 0.0012871454062548249 0.0018614359981483797 0.0012166910443021086
leaf_count=930 372 88 86 340 205 119 362 181 300 127 102 112 147 35 308 96
internal_value=0 1.59425e-05 4.91167e-05 8.38071e-05 -2.17435e-05 3.61466e-05 -4.04385e-05 3.6917e-05 -0.000114621 0.000266606 0.000148295 0.000540379 1.55094e-06 -0.000238951 0.000197757 -0.000265548
internal_weight=0 0.0197653 0.0186678 0.0176141 0.0111665 0.0101613 0.00895277 0.00794579 0.00639018 0.00644767 0.00492215 0.00252752 0.00531051 0.00238593 0.00292458 0.00239463
internal_count=3910 2980 2608 2522 1745 1540 1452 1090 971 777 437 239 671 182 489 198
is_linear=0
shrinkage=0.00160853


Tree=2689
num_leaves=13
num_cat=0
split_feature=11 3 47 15 51 1 15 133 13 48 4 0
split_gain=3.91493e-05 5.78115e-05 4.94918e-05 0.000123278 7.20482e-05 0.000114017 0.000107247 5.39673e-05 0.000151321 7.50743e-05 3.61297e-05 3.55563e-05
threshold=0.08184000000000001 -0.10315499999999998 0.087850000000000025 -0.10469999999999999 -0.07174999999999998 0.099595000000000017 -0.073314999999999991 0.083815000000000014 -0.080179999999999987 0.085760000000000017 -0.08100499999999998 0.039665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 7 -7 8 -6 -10 -9 -1
right_child=-2 2 3 -5 5 6 -8 10 9 -11 -12 -13
leaf_value=0.00043864022782376708 -0.0023043701817223369 -0.0024300780364876003 -0.0047996339155493527 0.00030641537256556156 -0.0046232762643243904 0.0057400530771613703 0.0003963464351956188 0.0030828478160919901 0.0020528113973272517 -0.0019866354992797708 -2.8005802762597024e-05 0.0035306184429403707
leaf_weight=0.0011298947135431202 0.0010465269213449637 0.0013059925112781237 0.0011061607562290045 0.0019852977006908075 0.001224913868212045 0.0011114864610736257 0.0011460008160209193 0.0010024544147220274 0.001807106084092242 0.0011193652774990227 0.0012732935910561068 0.0011053205253970821
leaf_count=228 224 474 188 247 457 325 176 160 666 110 571 84
internal_value=0 0.000145933 -0.000165324 -0.00152059 0.000254044 0.000657682 0.00302735 -0.000174648 -0.00100623 0.000507737 0.00134231 0.00196763
internal_weight=0 0.0153173 0.0130821 0.00309146 0.00999061 0.00868462 0.00225749 0.00642713 0.00415139 0.00292647 0.00227575 0.00223522
internal_count=3910 3686 3374 435 2939 2465 501 1964 1233 776 731 312
is_linear=0
shrinkage=0.0122569


Tree=2690
num_leaves=17
num_cat=0
split_feature=124 128 453 4 0 43 43 49 12 12 1 14 4 12 3 160
split_gain=0.000220292 0.000147499 0.000139952 0.00015526 0.000171331 0.000168892 0.000199897 0.000177252 0.000150703 0.000265644 0.000226675 0.000196993 0.000181127 0.000117255 0.000105397 7.81288e-05
threshold=0.10385500000000002 0.081870000000000012 1.0000000180025095e-35 -0.49837999999999999 1.0000000180025095e-35 -0.079109999999999986 -0.074254999999999988 -0.081629999999999994 0.089995000000000006 0.086765000000000023 0.085990000000000011 -0.13131999999999996 0.0057500000000000008 0.085845000000000019 0.092005000000000017 0.051580000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 9 10 -8 -12 15 -9 -14 -13
right_child=-2 -3 -4 4 -6 6 8 13 -10 -11 11 12 14 -15 -16 -17
leaf_value=-0.00056414426625973717 0.00081838539325776384 -0.00068951439900954243 -0.00061240168229496461 0.00028984818884308949 0.00057334643058545669 0.00085476759616959967 -0.00065389561250826138 -8.9930522854158245e-05 -0.00044335969396575644 0.00081651617202893655 -0.00053968062973085281 0.0001949127805639989 0.00019531332136420751 -0.00086568220875498443 0.00087821827978578487 -0.00045237143143605661
leaf_weight=0.0013653099433287253 0.0010130568844720174 0.0011083809963379964 0.0011984959240157736 0.0010955784266623303 0.0019728085893271031 0.0010800866349138212 0.0014405615960533186 0.0010266116344334287 0.0017893034532087551 0.0015485276041920836 0.0011617684096133351 0.0014471005945079223 0.0013160338334252471 0.0016949510807085545 0.0016989762607752118 0.0010601975276956013
leaf_count=169 49 284 97 125 231 202 401 370 705 305 76 119 43 544 136 54
internal_value=0 -4.55573e-05 -1.14006e-05 2.51668e-05 6.90556e-05 8.24343e-06 0.00010978 -0.00032539 3.95812e-05 0.000128914 -2.14096e-06 0.000138326 0.000280963 -0.000573058 0.000580134 -7.87879e-05
internal_weight=0 0.0220047 0.0208963 0.0196978 0.0183325 0.0163597 0.0125426 0.00381714 0.0114625 0.00967317 0.00812464 0.00668408 0.00552231 0.00272156 0.00301501 0.0025073
internal_count=3910 3861 3577 3480 3311 3080 2041 1039 1839 1134 829 428 352 914 179 173
is_linear=0
shrinkage=0.00181146


Tree=2691
num_leaves=18
num_cat=0
split_feature=1213 124 403 42 160 3 457 13 4 52 12 2 49 4 160 16 12
split_gain=0.000448246 0.000176255 0.000175708 0.000182693 0.000207424 0.000234026 0.000212612 0.000190997 0.000208997 0.000181907 0.000174902 0.000146928 0.000158194 0.000125824 7.4679e-05 7.13378e-05 4.2641e-05
threshold=-1.0000000180025095e-35 0.11158000000000001 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084925000000000014 -0.0034949999999999994 -0.16277999999999995 0.074650000000000008 0.096170000000000019 0.088325000000000015 0.096540000000000015 -0.031434999999999998 -0.029114999999999999 -0.089599999999999985 -0.30307999999999996 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 16 9 11 -4 12 -9 -14 -7 -10 -8
right_child=1 -3 10 4 6 14 7 8 15 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0010974298249374933 -0.00060128894607537988 0.00071519445543098312 -8.0682265079821304e-05 -0.00085159677957963135 -0.00060633328179319807 0.00031360943492642247 -6.0657444197973236e-05 0.00063148776337499583 0.00042871795253203573 0.00076119560334213406 0.00082109582857096031 -0.00042330162460993968 0.00028777890000255727 -0.0004368754643018308 -0.00030502262186946647 0.00098091573531597516 -0.00053393253954775748
leaf_weight=0.0010223223394869784 0.0015623998718034783 0.0010215992462717467 0.0010767264727180306 0.0015311202574248934 0.0010910372526723297 0.0010834141173230449 0.0011249110612534486 0.0013642547581876174 0.0015341190094179244 0.0010245803468987846 0.0013672147827491626 0.0016635451339999628 0.0013655117912119473 0.0013194956335520081 0.0011027599174693314 0.0011436866167267544 0.0010135274114511095
leaf_count=592 637 40 127 773 152 63 111 102 199 113 135 269 261 148 89 66 33
internal_value=0 3.68783e-05 2.85644e-06 -5.45381e-05 -2.329e-06 -0.00034985 9.98356e-05 0.000166521 0.000269066 0.000111875 0.0004238 -4.57935e-06 0.000167443 -6.83387e-05 1.55622e-06 0.000664561 -0.000284969
internal_weight=0 0.0213899 0.0203683 0.0179244 0.016362 0.00371729 0.0126447 0.0115536 0.00941519 0.00673739 0.00244394 0.00571281 0.00404926 0.00268501 0.00218617 0.00267781 0.00213844
internal_count=3910 3318 3278 3016 2379 925 1454 1302 1158 893 262 780 511 409 152 265 144
is_linear=0
shrinkage=0.00167351


Tree=2692
num_leaves=18
num_cat=0
split_feature=1186 0 0 0 13 16 47 52 15 14 16 15 0 16 16 4 12
split_gain=0.000143147 0.00017417 0.000118469 0.000184207 0.000237638 0.000185167 0.000256887 0.000173382 0.000140792 0.000126632 0.00016551 0.000142164 0.000237792 0.000177013 0.000113242 8.69151e-05 0.00010532
threshold=0.081240000000000021 0.18055000000000002 -0.10071499999999999 -0.077944999999999987 -0.073799999999999991 0.31524000000000002 0.10843500000000002 0.10218500000000001 0.024640000000000006 -0.13131999999999996 -0.0078249999999999986 -0.14487999999999998 -0.11524 -0.19424999999999998 -0.072359999999999994 -0.34687499999999999 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 8 7 -7 15 -4 -1 11 -11 13 -13 -15 -5 -17
right_child=-2 -3 3 5 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 16 -18
leaf_value=-0.00053843932631075721 0.0006594401090885706 0.00070818539344889582 -0.00072769084183133546 -0.00012288260243548929 -0.0013502874738038795 -0.0011825754561850957 0.00012280380392529523 -0.00053391984550215342 0.00020707329671555013 0.00064241377280787205 0.00080555367012160423 -0.0007944417488437303 0.00050265104797703685 0.00024491526570884762 -0.00050363522825261559 0.00091857367191226108 0.00017299557183197826
leaf_weight=0.0011244265889897567 0.0010598016825643089 0.0010236995758663566 0.0011405750950595215 0.0010492087698944497 0.0010256319247032089 0.0010499261794218173 0.0010927739529666969 0.0010336626050316128 0.0011487020374131296 0.0011609489373450134 0.0011333261990803698 0.0016500039215850424 0.0018372153380235836 0.0019553647570506602 0.0011342123173795618 0.0012463636711750889 0.0014627086209536497
leaf_count=68 117 42 594 121 683 270 64 292 403 136 108 162 118 108 70 242 312
internal_value=0 -5.02488e-05 -8.85993e-05 -0.00023097 -0.000596402 -5.6286e-05 -0.000516834 0.000149646 -0.00025865 5.73903e-05 0.000132913 3.43931e-05 -7.29359e-05 -0.000296052 -2.98845e-05 0.000337652 0.000516014
internal_weight=0 0.0212688 0.0202451 0.0102496 0.00331491 0.00693464 0.0021427 0.00479194 0.00228928 0.0099955 0.00887107 0.00773775 0.0065768 0.00473958 0.00308958 0.00375828 0.00270907
internal_count=3910 3793 3751 2981 1680 1301 334 967 997 770 702 594 458 340 178 675 554
is_linear=0
shrinkage=0.00188464


Tree=2693
num_leaves=17
num_cat=0
split_feature=4 0 48 2 48 1 14 48 52 12 52 13 1 48 3 13
split_gain=0.000143697 0.000194795 0.000112631 0.000140674 0.000166133 0.000308073 0.000613266 9.04099e-05 0.000127717 0.000148015 0.000114975 0.000100012 0.000155463 7.54928e-05 0.000176406 5.30708e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.081799999999999984 0.097940000000000013 0.12738500000000003 0.10498500000000001 -0.24487499999999998 0.092065000000000022 0.091715000000000005 -0.0089849999999999982 -0.092084999999999986 -0.014114999999999997 0.092550000000000007 0.084500000000000006 -0.08323499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -7 8 9 -4 -11 -12 13 14 -13 -3
right_child=1 15 3 4 -6 6 -8 -9 -10 10 11 12 -14 -15 -16 -17
leaf_value=-0.00063922319012988716 -0.00062576558963496197 0.00077998540434262413 -0.00061543438793927119 -0.0001723130645319337 -0.0003892296982979074 -0.00016449025394321229 0.0015782757623966949 -0.0005970449433259483 -0.00065115520748919482 -0.00038708404974852973 -0.00015719227688803996 0.000171519764277506 -0.00025816554895480618 0.00010525301452046273 0.0011325840333191366 0.00024015588030970968
leaf_weight=0.0011145812286707931 0.0010009943529533027 0.0011165474266224237 0.0010938004272428086 0.001886583945883898 0.0011337052588166197 0.0011834375637391004 0.0013788110165822275 0.0011596700142429547 0.0010761342174875769 0.0013613215892069657 0.0019352235882124126 0.0011352459070326226 0.0010934863842939069 0.0010193678974100145 0.0012833104005154352 0.0011828914403378091
leaf_count=80 117 111 151 507 100 89 235 171 521 303 782 363 56 49 59 216
internal_value=0 1.59405e-05 -4.70948e-05 -1.24925e-05 0.000217665 0.000372322 0.000773336 -0.000127649 -7.3203e-05 -3.49096e-06 8.20159e-05 0.000180768 0.000325101 0.000510618 0.00068147 0.000502283
internal_weight=0 0.0200405 0.0177411 0.0167401 0.00558254 0.00444883 0.00256225 0.0111576 0.00999789 0.00892176 0.00782796 0.00646663 0.00453141 0.00343792 0.00241856 0.00229944
internal_count=3910 3830 3503 3386 931 831 324 2455 2284 1763 1612 1309 527 471 422 327
is_linear=0
shrinkage=0.00177594


Tree=2694
num_leaves=12
num_cat=0
split_feature=1 150 151 15 43 13 151 16 51 4 16
split_gain=4.19726e-05 8.52979e-05 8.89932e-05 7.96799e-05 6.55249e-05 0.000148831 5.24425e-05 0.000133982 0.000157016 0.00012366 0.000224038
threshold=0.085835000000000009 0.075065000000000007 -0.024429999999999997 -0.038029999999999987 0.013605000000000001 -1.0000000180025095e-35 -0.0095999999999999992 -0.055679999999999993 -0.14636999999999997 0.24280000000000004 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 -1 5 -5 -2 9 -9 10 -8
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0038029816802551408 -0.0028104624783745627 0.005913486623627803 0.00050461283728713967 -0.0039443205147787772 0.002070259422791132 0.00167740020396414 -0.0047136553712792901 0.0020423683589204868 -0.0047815182628601349 0.0052802107865452834 0.0040143730298306474
leaf_weight=0.0013890388904154345 0.0011985840770089582 0.001021284446742867 0.001340038668903937 0.0018168950385576282 0.0017812761543044286 0.0017727076311848831 0.0010249712357839735 0.0010804034979881236 0.0015849463536460966 0.0013980814078712414 0.0012361253319528413
leaf_count=774 142 225 127 868 272 286 143 135 444 241 253
internal_value=0 0.000555235 0.00284398 -0.000856173 -9.40577e-05 -0.00116806 -0.000163147 0.000338555 -0.00201545 0.00205321 5.78954e-05
internal_weight=0 0.00988444 0.00236132 0.00675992 0.00537088 0.0035896 0.00752311 0.00632453 0.00266535 0.00365918 0.0022611
internal_count=3910 1710 352 2200 1426 1154 1358 1216 579 637 396
is_linear=0
shrinkage=0.0138033


Tree=2695
num_leaves=12
num_cat=0
split_feature=13 2 13 15 39 16 16 0 4 457 2
split_gain=3.8961e-05 0.000104919 6.63734e-05 0.000218129 7.46897e-05 0.000110025 0.000121956 0.00010231 0.000121786 9.84512e-05 2.49024e-05
threshold=-0.091229999999999992 0.099990000000000009 -0.017604999999999999 -0.053579999999999996 0.005105000000000001 0.10994000000000002 -0.008069999999999999 -0.11756999999999999 0.05309500000000001 0.081330000000000013 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 9 -9 -4 -3
right_child=2 10 4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0013520768755555957 0.0025848389589856716 0.0054005671969909732 -0.0048745754221986197 -0.0063787845342042531 0.003916814790062441 -0.0045166841702799169 0.0044895489649939601 -0.0013693304538447205 0.0049869685449839022 0.00069700123788086728 0.0019858868012126558
leaf_weight=0.0018508003593240979 0.0011332315795902206 0.0010637041405372194 0.0018136308000230028 0.0015578253767493562 0.0011265971391728425 0.0012959395952762695 0.0014203060503907069 0.0016051101644712976 0.0013335102505297432 0.0013271558510608017 0.0010023983263869286
leaf_count=363 634 68 158 985 220 310 202 614 107 73 176
internal_value=0 0.00133596 -0.000438851 -0.00260411 0.000148399 -0.000334281 0.000388432 -0.000569694 0.00151508 -0.00252028 0.00374389
internal_weight=0 0.0039169 0.0126133 0.00269106 0.00992225 0.00879565 0.00749971 0.00607941 0.00293862 0.00314079 0.0020661
internal_count=3910 607 3303 1619 1684 1464 1154 952 721 231 244
is_linear=0
shrinkage=0.0155448


Tree=2696
num_leaves=18
num_cat=0
split_feature=4 13 1186 133 1 160 474 483 13 12 151 15 1374 42 1 1 47
split_gain=0.000147937 0.000198113 0.000163389 0.000147767 0.000327321 0.000269135 0.000291119 0.000312456 0.000180982 0.000149504 0.000127723 0.000128275 0.000106971 0.000113039 0.000101669 0.00014058 0.000128731
threshold=-0.51381999999999983 -0.45122499999999993 0.081240000000000021 -0.0056849999999999991 0.08844500000000001 -1.0000000180025095e-35 0.084655000000000022 0.083090000000000011 -0.083514999999999992 0.087020000000000014 0.084350000000000008 0.088615000000000013 -0.095439999999999983 1.0000000180025095e-35 0.092550000000000007 0.086430000000000021 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 9 -7 11 12 -10 14 15 -14 -16
right_child=1 2 -4 5 -6 8 -8 -9 10 -11 -12 -13 13 -15 16 -17 -18
leaf_value=-0.0005772436034144617 0.00061155401413752085 -0.0011477399103990082 0.00060997034881733899 -0.001225187109925919 0.00013448199981628623 0.000833096359001005 0.0002367556387139821 -5.2464194652410379e-05 -0.00048420723826543961 4.8952185336052137e-05 0.00055608158353814049 -0.00060101570275974644 1.8261170216697555e-05 -0.00030334550775253035 0.00033097353204455477 0.00083316288685322999 -0.00035386095098663959
leaf_weight=0.001200969489634037 0.0013978769560291709 0.0010100128760780229 0.0010242513133734135 0.0014217283810664108 0.0011417512305387026 0.0014805167882590399 0.0013003159402685122 0.0010732645578173765 0.0010148879544544815 0.0011731291858489423 0.0010115099696613632 0.001038752097982828 0.001049917183579959 0.0015447827888828624 0.0015310668843910176 0.0012463347283275805 0.0014279999044592984
leaf_count=80 109 723 115 458 193 280 225 256 23 113 58 339 241 315 250 66 66
internal_value=0 1.49184e-05 -2.78734e-05 -6.32527e-05 -0.000467378 -9.95054e-06 -0.000392678 -0.00072072 0.00010608 0.00048644 3.7666e-06 -5.93335e-05 1.26658e-05 8.68221e-05 0.00020151 0.000460565 4.82994e-07
internal_weight=0 0.0208881 0.0194902 0.018466 0.00215176 0.0163142 0.00379531 0.00249499 0.0125189 0.00265365 0.00986525 0.00885374 0.00781499 0.0068001 0.00525532 0.00229625 0.00295907
internal_count=3910 3830 3721 3606 916 2690 939 714 1751 393 1358 1300 961 938 623 307 316
is_linear=0
shrinkage=0.0016407


Tree=2697
num_leaves=13
num_cat=0
split_feature=151 15 0 12 16 15 4 43 12 2 2 16
split_gain=4.16479e-05 5.89059e-05 6.29892e-05 0.000115604 9.80002e-05 7.72859e-05 0.000119917 7.70516e-05 0.000115338 8.41063e-05 0.000104195 5.65908e-05
threshold=0.079335000000000017 0.091915000000000011 -0.077944999999999987 0.090965000000000018 -0.021269999999999997 -0.038029999999999987 -0.49837999999999999 -0.0037249999999999996 0.086580000000000004 0.11230000000000001 0.089785000000000018 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -7 -1 9 10 11 -9
right_child=-2 -3 4 -5 5 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0032923063710482816 0.0030939035396226684 -0.003852552522430509 0.005740555505902324 -0.006195940750516468 -0.003400664828736391 -0.0026290313922478154 0.0044335775972466351 -0.0039104985651127943 0.0059607477684923884 -0.0035556122488017926 0.0048317277029301317 0.0013503043042156374
leaf_weight=0.0017109022970197068 0.0011318718407382763 0.0011861639321562078 0.0011986982714446504 0.0010010829459345715 0.0011620303346877099 0.0011005348323013461 0.0017839797161799116 0.0010591483390884893 0.0010045678046722815 0.0015477742938095895 0.0013537998823891506 0.0012767640927426891
leaf_count=1093 157 609 318 403 349 151 163 152 177 153 94 91
internal_value=0 -0.000250336 5.05821e-05 -0.000807162 0.00151482 0.000263038 0.00173897 -0.000128846 0.000738235 -0.000263461 0.00111754 -0.00103505
internal_weight=0 0.0153854 0.0141993 0.00895404 0.00524524 0.00404654 0.00288451 0.00795296 0.00624205 0.00523749 0.00368971 0.00233591
internal_count=3910 3753 3144 2163 981 663 314 1760 667 490 337 243
is_linear=0
shrinkage=0.0168261


Tree=2698
num_leaves=17
num_cat=0
split_feature=403 484 11 1374 51 16 124 40 42 15 133 16 4 52 47 51
split_gain=0.000144201 0.000125489 0.000129846 0.000106042 0.000182646 0.000101415 9.91077e-05 0.000152902 0.0001782 0.000138311 0.000185751 0.00012707 0.000160884 0.00013199 9.91701e-05 3.02253e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08776500000000001 -0.094679999999999986 0.077145000000000005 -0.069144999999999984 -0.073304999999999995 -0.062739999999999976 -0.088669999999999985 0.090325000000000003 0.087330000000000019 -0.006474999999999999 -0.0072799999999999991 -0.098644999999999983 0.09252500000000001 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 15 -5 -8 -9 10 11 12 -10 -13 -14 -6
right_child=1 -3 -4 4 5 -7 7 8 9 -11 -12 13 14 -15 -16 -17
leaf_value=-0.00057361749417530333 -0.00038334989889007458 -0.00052791264696436919 -0.00052189424058144405 0.00050684168549853517 0.00086835829743838703 4.267500178150966e-05 -0.00060659635537645498 0.00053499089883241588 -0.00066244746606390799 0.00037973666674718734 -0.00076917640414252489 -0.00021192392412279707 0.00029853684067047092 0.00050642199502083565 -0.00032110454633380215 0.00047596901749269628
leaf_weight=0.0011818646278123094 0.0012458607829031179 0.0010811563915194755 0.001023891913323245 0.0010879459220234601 0.0010732301693917798 0.0010077205872832977 0.0010570902940241099 0.0017060706860260464 0.0014300315829107518 0.0017505547497167493 0.0010600086403863788 0.0011175431530182078 0.0015139399159715015 0.0017936336057994585 0.0012857564426711487 0.0010410083404648121
leaf_count=930 60 264 151 206 89 153 92 197 233 327 272 214 268 193 83 178
internal_value=0 1.59475e-05 4.65815e-05 7.86148e-05 0.000112621 0.000470999 3.1561e-05 -9.1071e-06 4.50724e-05 -3.89187e-05 -0.000128284 -3.31491e-05 -0.000214722 0.000230663 1.39674e-05 0.000675154
internal_weight=0 0.0202754 0.0191943 0.0181704 0.0169245 0.00312196 0.0138026 0.0127146 0.0116575 0.00995147 0.00820091 0.0071409 0.00422973 0.00291118 0.0027997 0.00211424
internal_count=3910 2980 2716 2565 2505 420 2085 1879 1787 1590 1263 991 584 407 351 267
is_linear=0
shrinkage=0.0016407


Tree=2699
num_leaves=19
num_cat=0
split_feature=124 403 403 150 1 16 4 52 2 43 0 0 474 13 1 12 0 43
split_gain=0.000148448 0.000133177 0.000146867 0.000117848 0.000200109 0.000214106 0.000177735 0.000153568 0.000237211 0.000156524 0.000144448 0.000210988 0.000131404 0.000183199 0.000207895 0.000302136 0.000104293 7.97654e-05
threshold=0.10230000000000002 0.10150000000000002 0.085745000000000016 0.083205000000000015 0.085835000000000009 -0.09601999999999998 0.0057500000000000008 0.11262000000000001 0.11500500000000001 -0.074254999999999988 -0.10303999999999998 -0.060094999999999989 0.084710000000000021 -0.10939499999999998 0.10786000000000001 1.0000000180025095e-35 -0.10209999999999998 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 9 -9 10 -1 -12 13 17 15 16 -15 -11
right_child=-2 -3 -4 4 5 6 -8 8 -10 12 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00079047268477111564 0.00065337964467614747 -0.00068315941067743024 0.0005972489663379478 -0.00048207658828370702 0.001122725379284502 -0.00043075573068626801 0.00061908637975602754 -0.0010500619757345857 0.00010796597808225859 0.00039551090673370604 -0.00037803390275414992 0.0005201757148300066 0.00038078505386640929 -0.00033713780842563351 -0.0011933899552292262 -0.0010521188975534859 0.00043034940540209585 -0.00027509099121202535
leaf_weight=0.0010736131896238801 0.0010061101436374007 0.0010645886611474883 0.0011696594242781569 0.0010416385546793555 0.0010062658274496141 0.0010313442310580286 0.0010867198294137737 0.0013744620569975064 0.0010047373865341713 0.0013550565025939312 0.0018893498966492017 0.0015722674285028712 0.0010687763103933816 0.0010702630165223548 0.0011136661272131334 0.0011567702898881253 0.0012708968622194032 0.001020245542460968
leaf_count=104 52 265 95 157 114 168 34 452 110 114 690 156 147 70 130 907 92 53
internal_value=0 -5.8625e-05 -2.58819e-05 -6.39697e-05 0.000205505 0.000434742 0.000107889 -0.000138961 -0.000561026 -5.92064e-05 0.000209974 2.99331e-05 -0.000210751 -0.000301237 -0.000511752 -0.000294733 7.9492e-05 0.000107472
internal_weight=0 0.0213703 0.0203057 0.0191361 0.00416597 0.00312433 0.00211806 0.0149701 0.0023792 0.0125909 0.00453523 0.00346162 0.00805567 0.0069869 0.0046116 0.00349793 0.00234116 0.0023753
internal_count=3910 3858 3593 3498 473 316 202 3025 562 2463 950 846 1513 1366 1199 1069 162 167
is_linear=0
shrinkage=0.00181146


Tree=2700
num_leaves=19
num_cat=0
split_feature=1213 453 4 16 151 403 160 2 133 52 48 47 1 16 16 1 52 2
split_gain=0.000438217 0.000132786 0.000155866 0.000173888 0.000132645 0.000138035 0.000300262 0.000165658 0.000140371 0.000221367 0.000127294 0.000166465 0.000115711 0.000201387 9.95988e-05 8.42522e-05 7.41701e-05 3.86945e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 -0.19424999999999998 -0.088294999999999985 0.03138500000000001 -0.083654999999999993 0.10946500000000002 0.089845000000000022 0.071660000000000015 0.085575000000000012 0.09550500000000002 0.11198000000000001 -0.50763499999999995 -0.0070049999999999991 0.11986000000000001 -0.07125999999999999 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 10 11 14 13 -4 -8 -14 -9 -7
right_child=1 -3 12 4 5 17 7 16 -10 -11 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=-0.0010980712142017745 -0.00060390838650806102 -0.00051120746267487179 0.00051556573987708771 0.00061186902826393147 -0.0009433167013012221 0.00046523523672584323 -0.00099150268144181878 0.0001087160679777562 -0.00068781572989440581 0.00053333998072303021 0.00017064706750383139 0.00014035110323357882 0.0009495277344306692 -0.00040356553462364873 -0.00030208672282951545 0.00030209077460190126 0.00074499917367384179 0.00031835746097823731
leaf_weight=0.0010088918484666099 0.0013101756356429422 0.0011978009963317651 0.0014261455607856022 0.0010292968743552114 0.0010351742722552798 0.0010021847414974907 0.0011054583467252511 0.0010243048373632501 0.0010126124443007242 0.0015654895998435253 0.0018863252426370367 0.0011994432689056977 0.00103939679817603 0.0012552510872379614 0.0012510513519135135 0.0012279456908940482 0.0010280207389410387 0.0010071698527607531
leaf_count=592 81 99 110 215 444 90 226 189 359 247 172 74 90 109 341 257 108 107
internal_value=0 3.03265e-05 6.21145e-05 -2.06453e-05 3.33734e-05 -1.20206e-05 -8.50359e-05 3.16981e-06 -0.000105395 -2.12355e-05 -0.000180761 -0.000367172 0.000320603 8.52898e-05 -0.000625497 0.000598889 0.000427434 0.000391614
internal_weight=0 0.0216032 0.0204054 0.0154567 0.0141465 0.0131172 0.0111079 0.0100727 0.00802038 0.00700777 0.00544228 0.00355595 0.00494874 0.0026814 0.00235651 0.00226734 0.00205233 0.00200935
internal_count=3910 3318 3219 2653 2572 2357 2160 1716 1419 1060 813 641 566 219 567 347 297 197
is_linear=0
shrinkage=0.00167351


Tree=2701
num_leaves=17
num_cat=0
split_feature=124 147 159 12 13 0 16 3 15 12 52 151 2 2 43 3
split_gain=0.000204858 0.000178889 0.000191535 0.000160202 0.00015758 0.00020992 0.000236143 0.000169303 0.000151853 0.000247361 0.000158603 0.000160837 0.000184542 0.000242559 0.000120708 4.81962e-05
threshold=0.10230000000000002 0.088035000000000016 -0.034019999999999988 0.10852500000000001 0.17936000000000002 -0.077944999999999987 0.26538000000000006 -0.089974999999999986 0.090325000000000003 0.086935000000000012 1.0000000180025095e-35 -0.044604999999999992 0.086545000000000025 0.11165000000000001 -0.079374999999999987 -0.044019999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 14 -4 9 10 11 -9 -13 -14 -7 -16
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11 -12 12 13 -15 15 -17
leaf_value=-0.00070434186752706346 0.00073622655476419767 0.00061811382780105578 -0.00059509222002581753 -0.00062027579292756887 -0.00059387833912021135 0.00097794750686231715 -0.00027987774119849303 -0.00054971779221806819 0.00056032236114206084 -0.00075814586129859354 0.0005211644016273431 -0.00032670236340398199 0.00079654436321726816 -0.00025096950414908058 6.8497213988470693e-05 0.00058697351321260183
leaf_weight=0.0013723259359631887 0.0010043527442626333 0.0011004929506341242 0.0016035060917945531 0.0013104484831506216 0.0012208185277387948 0.0013465220735811132 0.0012787126189601344 0.001596194371322226 0.0012442693776400235 0.0013217021796994317 0.0015915304752192813 0.0019007191898134405 0.0015794490122033285 0.0010876490292302031 0.0010658502260117303 0.0010246086263381638
leaf_count=507 52 179 362 240 126 179 305 214 197 528 247 172 124 71 277 130
internal_value=0 -5.23807e-05 -8.8297e-05 -4.42007e-05 -1.9357e-06 4.14912e-05 0.000346369 -7.90714e-05 1.09543e-06 -7.5561e-05 4.07654e-05 -8.32723e-05 7.97241e-05 0.000369366 0.000579361 0.000322621
internal_weight=0 0.0216448 0.0205443 0.019172 0.0178615 0.0166407 0.00471569 0.011925 0.0103215 0.00907724 0.00775554 0.00616401 0.00456782 0.0026671 0.00343698 0.00209046
internal_count=3910 3858 3679 3172 2932 2806 891 1915 1553 1356 828 581 367 195 586 407
is_linear=0
shrinkage=0.00170698


Tree=2702
num_leaves=13
num_cat=0
split_feature=42 42 51 1 42 3 52 4 16 0 151 4
split_gain=4.31369e-05 6.93484e-05 6.48265e-05 8.5847e-05 0.000122801 8.62206e-05 0.000100291 0.000166027 0.000122495 8.09609e-05 0.00011465 8.71268e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.07742499999999998 0.122185 0.092395000000000019 -0.14218999999999996 0.084240000000000023 -0.077679999999999985 -0.069894999999999985 -0.10071499999999999 -0.0088999999999999982 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -8 10 -9 -12
right_child=1 2 3 -5 -6 6 8 9 -10 -11 11 -13
leaf_value=-0.0028625751207652507 0.0036464980004291764 -0.0025655819994837787 0.0045372007533055567 0.0037324853624850262 -0.0037153729780893866 0.0058186325466065489 -0.0055053608714656921 -0.0030655457464827977 0.0010362419655700339 -0.0038637954632725112 -0.00057765569163412622 0.0048607307822251169
leaf_weight=0.0010773635967330003 0.0011400750303610886 0.0019843725563865955 0.0010210096521573704 0.0013785408511519494 0.0017420072952627009 0.0012438566243015434 0.0013166015490423434 0.0011385800009172664 0.0011513077118512193 0.0010142303409034058 0.0011112257503225779 0.0014659584789656517
leaf_count=229 251 578 169 320 591 263 495 117 186 542 71 98
internal_value=0 0.00016735 -0.00010493 0.000283112 -0.00014127 0.000516689 3.04187e-05 0.00105663 -0.00245363 -0.00019565 0.000805582 0.00251582
internal_weight=0 0.0157078 0.0145677 0.0125833 0.0112048 0.00946277 0.00844176 0.00597385 0.00246791 0.00472999 0.00371576 0.00257718
internal_count=3910 3681 3430 2852 2532 1941 1772 1091 681 828 286 169
is_linear=0
shrinkage=0.0146482


Tree=2703
num_leaves=15
num_cat=0
split_feature=403 124 4 43 15 15 52 16 48 51 3 2 0 0
split_gain=0.000144462 0.000115467 9.9351e-05 0.000209399 0.000107438 0.000229214 0.000135675 0.000172015 0.000160155 9.49498e-05 8.78249e-05 0.000108547 7.85876e-05 3.80886e-05
threshold=-1.0000000180025095e-35 0.08919500000000001 -0.23071499999999998 -0.014114999999999997 -0.0089749999999999986 -0.050004999999999994 -0.081429999999999989 -0.09601999999999998 0.091065000000000021 0.08955500000000001 0.084925000000000014 0.087995000000000004 -0.084304999999999977 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 -8 13 11 12 -6 -9
right_child=1 -3 4 -5 10 -7 7 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00060549086431301144 0.00033548442545129023 0.0006023102784740922 0.00044874010548080062 -0.00064895320780673522 -0.00049019394181439512 -0.00082352452066386983 0.00050147882407829364 -0.00039601426839880929 -0.00028573283290075159 -0.00078110699497164105 0.00061048708332074467 0.00042745102587987249 0.00012285565285045775 7.3578287802016762e-05
leaf_weight=0.0011399481980597188 0.0010180347485097413 0.0010205566642427387 0.0018699335470157268 0.0018369490298700787 0.0010176470719457514 0.001061205396340679 0.0020181781483966368 0.0010079460144716279 0.0012805813588427067 0.0011136395068649428 0.0014426569011948831 0.001992897827847822 0.0016810147503365626 0.0010896879809763269
leaf_count=930 73 73 408 220 211 344 333 62 131 122 93 352 293 265
internal_value=0 3.22298e-05 6.62382e-07 -0.000297921 5.5393e-05 -6.11683e-05 3.53735e-05 -8.33614e-05 0.000195883 -0.000370213 0.000234792 0.000119266 -0.000108321 -0.000152068
internal_weight=0 0.0194509 0.0184304 0.00285498 0.0155754 0.00944117 0.00837997 0.00651003 0.00329876 0.00321127 0.00613422 0.00469156 0.00269866 0.00209763
internal_count=3910 2980 2907 293 2614 1665 1321 913 464 449 949 856 504 327
is_linear=0
shrinkage=0.00174112


Tree=2704
num_leaves=14
num_cat=0
split_feature=484 52 52 3 2 1 160 42 43 47 16 3 3
split_gain=4.38595e-05 5.67963e-05 8.12643e-05 0.000139835 0.00012747 0.000147362 5.19839e-05 6.43599e-05 9.74583e-05 6.50593e-05 0.00011766 7.53635e-05 3.85363e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.081954999999999986 0.086775000000000005 0.095575000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07526999999999999 0.09550500000000002 -0.088144999999999987 -0.077689999999999995 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -3 -8 12 10 11 -10 -9
right_child=1 6 3 4 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.0026735587450626339 -0.0017982755934780434 -0.0028333939904583976 0.0070103980961532331 0.0050240727438416741 -0.0051343433534626563 0.0025632264970671748 -0.0026040751556720412 0.0012418706235813347 0.0037197033651112012 0.002643739625708495 -0.0042537276526807884 -0.001556118268821405 0.0052021561647997896
leaf_weight=0.0011962240337175861 0.0012645605476845484 0.0015896772804520594 0.0010075194190302707 0.0010080898755825329 0.0010065559611116826 0.0010458518269294767 0.0016025009054514315 0.001003772722150853 0.001002384586839649 0.0010714818718789987 0.0016594506071525286 0.001260711464120915 0.0010233687002341842
leaf_count=612 369 625 191 132 122 179 681 70 198 87 356 170 118
internal_value=0 0.000180127 0.00138142 0.00236985 0.000842173 -0.00121187 -0.000447092 -7.20434e-06 0.000585501 -0.000492463 -0.00134915 0.000780681 0.00324116
internal_weight=0 0.0155459 0.00533258 0.00406802 0.0030605 0.00205241 0.0102133 0.00862367 0.00702117 0.00499403 0.00392255 0.0022631 0.00202714
internal_count=3910 3298 993 624 433 301 2305 1680 999 811 724 368 188
is_linear=0
shrinkage=0.0143609


Tree=2705
num_leaves=18
num_cat=0
split_feature=1213 403 11 3 13 52 453 43 4 1 1 15 15 16 0 2 49
split_gain=0.000500362 0.00016692 0.000167679 0.000147425 0.000142348 0.000235298 0.000186082 0.000186681 0.000146783 0.000163325 0.00013909 0.000204929 0.000176593 0.000143422 0.000128654 0.000127727 0.000114159
threshold=-1.0000000180025095e-35 0.092300000000000007 0.088315000000000018 -0.15464999999999998 -0.091229999999999992 0.10062000000000001 1.0000000180025095e-35 0.0041500000000000009 0.27223000000000003 0.13148500000000005 0.099595000000000017 -0.0058549999999999991 -0.089594999999999994 -0.057604999999999996 -0.083424999999999985 0.097940000000000013 -0.014479999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 15 7 8 9 10 11 12 13 -6 -13 -5 -12
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 16 14 -14 -15 -16 -17 -18
leaf_value=-0.0011427923690739124 0.00061097095546304241 0.00060513802904515297 -0.00067269250189209843 0.00015326806065216165 -0.0005031367834674804 -0.00035445737573631269 -0.00077907480781171947 -0.00071988893582122782 0.00057765101168884845 -0.00066818192009994188 -4.5098636696876964e-05 0.00056658456325049461 -0.00095424108257926676 0.00030604827710647612 -0.00011749505577923519 0.00087350360723371988 0.00061609411663422872
leaf_weight=0.0010991861069762137 0.0012093904077301902 0.0014113892911154771 0.0010307387378256814 0.0013310080029077962 0.0013990432838177566 0.0012128653467902151 0.0010411836335301192 0.001052546963900427 0.0012742103720471487 0.0010694153067087884 0.0013293887020862354 0.0015504348189128783 0.0010883142085376159 0.0011736325901416447 0.0016573901738803458 0.0015563764094399003 0.0017791966078208737
leaf_count=592 156 154 144 144 174 95 84 301 207 56 101 206 543 141 474 156 182
internal_value=0 3.71054e-05 -1.5219e-06 3.35515e-05 -4.16524e-06 0.000276469 -8.39911e-05 -2.98762e-05 2.90694e-05 -3.42075e-05 3.37443e-05 -0.00010184 -0.000377831 -0.000133994 0.00021314 0.000541494 0.000333335
internal_weight=0 0.0221665 0.0207551 0.0197244 0.018515 0.00410025 0.0144148 0.0133736 0.012321 0.0110468 0.0099774 0.00686882 0.00366099 0.00257268 0.00320782 0.00288738 0.00310859
internal_count=3910 3318 3164 3020 2864 395 2469 2385 2084 1877 1821 1538 858 315 680 300 283
is_linear=0
shrinkage=0.00170698


Tree=2706
num_leaves=19
num_cat=0
split_feature=124 158 50 41 133 15 3 156 457 1 1 0 0 0 16 16 0 13
split_gain=0.000146175 0.000150494 0.000246402 0.000142059 0.000137638 0.000205351 0.000152448 0.000153501 0.000164511 0.000148935 0.000129525 0.000140307 0.000128699 0.000260808 0.000106427 0.000169704 0.000125322 9.36282e-05
threshold=0.10230000000000002 0.084965000000000027 0.10119500000000002 0.078535000000000008 0.090085000000000012 0.041585000000000004 -0.11266 0.088855000000000003 -0.067474999999999993 0.094385000000000011 0.09112000000000002 -0.22851499999999997 -0.18901999999999997 -0.10131499999999999 0.0015250000000000001 -0.083564999999999987 -0.084304999999999977 0.091035000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 17 8 -8 10 11 -10 -11 -14 15 16 -13 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 9 12 -12 14 13 -15 -16 -17 -18 -19
leaf_value=0.00091599355966471446 0.00061802631008191482 -0.00061188602054163292 -0.00081240642858026438 -0.00058527442718484045 -0.00076760011811014765 0.00024117731951332067 -0.00049148437399200223 -0.00056024444773353351 0.00067871474165119051 3.3484562193876521e-05 -0.00053553029243141707 -0.00033429615520816651 0.0011107697532449269 7.6389076475691627e-05 0.00041195283611074866 -0.00072244575922948446 0.00048544584847963511 0.00018705862789468848
leaf_weight=0.0010519899055064447 0.0010020101428197181 0.0012999192543235441 0.0010617729549960006 0.0010244850024396226 0.0013075655551512593 0.0010684300266271818 0.0011790492634059938 0.0010669948300396316 0.0010605890656307741 0.0016072160841409389 0.0010425319139672484 0.001021294144216877 0.0015511188826453997 0.0013102035189234535 0.0012533921444443374 0.0010916803995410407 0.0011613475571050067 0.0010029261737134199
leaf_count=96 52 414 445 155 251 338 141 224 29 88 63 347 129 268 160 465 104 141
internal_value=0 -4.92031e-05 -1.2378e-05 3.28035e-05 6.84245e-05 -0.000313976 0.000127422 6.0779e-05 0.000114746 0.000179144 1.68222e-05 0.000119867 0.000420012 0.000637125 -1.10397e-05 -0.000172959 0.000101875 0.000560228
internal_weight=0 0.0211625 0.0198626 0.0188008 0.0177763 0.002376 0.0154003 0.0133454 0.0122784 0.0110994 0.00663084 0.0055883 0.00446854 0.00286132 0.00452771 0.00327432 0.00218264 0.00205492
internal_count=3910 3858 3444 2999 2844 589 2255 2018 1794 1653 1168 1105 485 397 1076 916 451 237
is_linear=0
shrinkage=0.00170698


Tree=2707
num_leaves=12
num_cat=0
split_feature=11 133 13 2 52 160 0 42 457 0 2
split_gain=4.81746e-05 4.52052e-05 9.42487e-05 0.000134916 8.05141e-05 9.50842e-05 0.00011514 0.000232466 0.000114343 0.00011525 8.76632e-05
threshold=0.08184000000000001 0.10681500000000001 -0.091229999999999992 0.099990000000000009 0.10433000000000002 -0.081299999999999983 -0.053834999999999994 0.091145000000000018 0.082870000000000013 -0.10071499999999999 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 9 10 -7
right_child=-2 -3 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00026333866174760583 -0.0028105599598946219 -0.0025009260398212245 0.0028876806674772437 0.0053147317268519463 0.0023430918238945713 0.0016145913413818476 -0.004449228597718278 0.0047961827229502001 0.0011624073559531234 -0.0062579324940900006 -0.0035461072663758742
leaf_weight=0.0016492044109722749 0.001064703423070786 0.0010856931697540801 0.0011788645414880167 0.0015314464579651672 0.001890579171499397 0.0010823342868597754 0.0016272214899737099 0.001263352350647731 0.0018021359491806055 0.0012913996097259424 0.0013604990207465623
leaf_count=317 224 539 315 203 471 31 304 235 166 931 174
internal_value=0 0.000163642 0.000360746 0.00242244 -0.000209653 -0.000712075 -0.00121565 -0.000441835 -0.00163711 -0.00298815 -0.00125958
internal_weight=0 0.0157627 0.014677 0.00318065 0.0114964 0.00960581 0.00842694 0.00679972 0.00553637 0.00373423 0.00244283
internal_count=3910 3686 3147 520 2627 2156 1841 1537 1302 1136 205
is_linear=0
shrinkage=0.0135326


Tree=2708
num_leaves=17
num_cat=0
split_feature=124 12 13 43 403 48 50 2 48 12 42 4 2 160 2 0
split_gain=0.000147198 0.000122636 0.000135437 0.000133282 0.000110097 0.000122054 0.000158874 0.000168695 0.000194598 0.000180886 0.000170748 0.00013167 9.83219e-05 9.6022e-05 9.39297e-05 8.18431e-05
threshold=0.08919500000000001 0.10852500000000001 0.17936000000000002 -0.15648499999999999 0.085745000000000016 0.12862000000000004 0.084340000000000012 0.097940000000000013 0.091555000000000011 0.085465000000000013 0.088235000000000022 -0.077679999999999985 0.10796500000000002 0.087260000000000018 0.11462500000000002 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 12 11 -11 -5 -9 15 -14 -13
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 10 -12 13 14 -15 -16 -17
leaf_value=0.00067798331277853739 0.00066375530114310094 -0.0005899192264888233 -0.00063833387651242974 0.00065391549610985158 0.00044636711211753474 -0.0006646219604909382 -0.00067688703959286429 0.00051346779061378926 0.00094515262240120815 -0.0010003626653814894 -5.6042198637267479e-05 0.00046979178400527937 -0.00052075096268187318 -0.00050065812797962382 0.00024786053503840358 -0.0001591469829475433
leaf_weight=0.0010237997115741275 0.0010454522203689224 0.0013281411732893487 0.0010963429605643149 0.0010829483552568242 0.0016290230365550431 0.0010574914123994148 0.0011283205392946067 0.0012267506948018536 0.0012612971473610034 0.0012718179103005968 0.0013450152078290853 0.0012523719064017058 0.0010983563381755379 0.0012370937122041792 0.0010731761735520273 0.0016201385230207241
leaf_count=97 76 312 135 242 273 92 530 209 111 539 449 85 126 107 240 287
internal_value=0 -4.76862e-05 -8.5554e-06 3.13377e-05 -9.31842e-06 -5.99724e-05 -1.29474e-05 4.71327e-05 0.00032536 -0.000118876 -0.000514995 8.07521e-05 9.53202e-05 -7.02859e-05 -0.000140901 0.000115061
internal_weight=0 0.0197321 0.0184039 0.0173076 0.0162838 0.0146548 0.0135973 0.012469 0.00465958 0.00780939 0.00261683 0.00519255 0.00339828 0.0041096 0.00217153 0.00287251
internal_count=3910 3834 3522 3387 3290 3017 2925 2395 686 1709 988 721 575 479 366 372
is_linear=0
shrinkage=0.00184769


Tree=2709
num_leaves=18
num_cat=0
split_feature=403 403 403 124 123 48 13 1 0 43 0 3 48 12 16 3 0
split_gain=0.000138601 0.000132717 0.000157149 0.000142956 0.000153295 0.000203755 0.000222425 0.000166067 0.000227556 0.000168468 0.000219399 0.000287246 0.000191637 0.000145302 0.000134558 0.000117693 0.000124672
threshold=-1.0000000180025095e-35 0.10150000000000002 0.085745000000000016 0.08919500000000001 1.0000000180025095e-35 0.12649500000000002 -0.42334499999999992 0.10398500000000001 -0.17106499999999999 -0.15648499999999999 -0.083564999999999987 -0.10628499999999998 0.087945000000000009 0.10297500000000001 0.041215000000000009 0.084925000000000014 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -8 12 -12 15 14 -10 16 -11
right_child=1 -3 -4 -5 -6 -7 7 8 13 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00059524755013526214 -0.00074469134634612844 -0.00058754380595088182 0.00063940215559510957 0.00062811565712343688 0.00054495351858410083 -0.00079975307959482102 0.00052053968632977999 0.00095034824389455413 0.000170367331464194 -0.0005179396692141777 8.3715936265430294e-06 -0.0012144465690679162 -0.00062242161212214622 0.00056196138740737217 -0.00065853308926069128 0.00050685366475334876 0.00021366424989859262
leaf_weight=0.0012257942961535822 0.0012164539063710114 0.0010812423282802455 0.0012387772148185197 0.0010365556273951989 0.0012754759078256522 0.0011165967356035469 0.001150550265770065 0.0011983246792208746 0.0014539852338794389 0.001134434804258008 0.0010942669864337645 0.0012448476827094665 0.0012416104579642331 0.0012452599787079605 0.0010034097021393018 0.0017362800258942102 0.001870198496887738
leaf_count=930 64 265 96 69 275 94 85 60 168 124 99 645 153 94 138 74 477
internal_value=0 6.80192e-06 3.85258e-05 -6.13005e-07 -3.68561e-05 -8.12757e-05 -2.98153e-05 3.06873e-05 0.00029087 -0.000103933 -0.000190273 -0.000642397 -1.34959e-05 7.74366e-05 -0.000168091 0.000145977 -6.25615e-05
internal_weight=0 0.0213383 0.020257 0.0190183 0.0179817 0.0167062 0.0155896 0.0143732 0.00490098 0.00947219 0.00832164 0.00233911 0.00598252 0.00370265 0.00245739 0.00474091 0.00300463
internal_count=3910 2980 2715 2619 2550 2275 2181 2117 460 1657 1572 744 828 400 306 675 601
is_linear=0
shrinkage=0.00174112


Tree=2710
num_leaves=14
num_cat=0
split_feature=48 150 1 16 52 0 12 0 13 52 52 43 0
split_gain=4.42019e-05 7.87969e-05 7.36228e-05 0.000122855 0.000109119 0.00010127 0.000165123 9.41636e-05 9.15687e-05 7.82913e-05 3.77362e-05 3.74103e-05 1.92432e-05
threshold=0.12862000000000004 0.09833500000000002 0.10752500000000002 -0.23935499999999996 0.11401500000000002 -0.084304999999999977 0.085845000000000019 -0.11287999999999999 -0.09547499999999999 -0.023079999999999996 0.078330000000000025 -0.078454999999999983 -0.22384499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 12 -7 -5 11 -10 -1
right_child=-2 -3 3 9 -6 8 -8 -9 10 -11 -12 -13 -14
leaf_value=0.00029969397936947903 -0.0024573761472399731 0.002730325559617908 0.0042235590633665915 0.0015597426916878303 -0.0038311520122661126 0.0040900853296873332 -0.0055800006587364559 -0.0026451742767120159 0.00070795836230841543 -0.0028504274118982586 0.0015731187509951613 -0.0024665765528078757 0.0026175030516964949
leaf_weight=0.0010651785064952346 0.0010128548677983953 0.0015233094446497593 0.0013386531110747162 0.0013572682470593071 0.0013603553812755924 0.0010922461144531339 0.0010778382404101382 0.0013595459898847265 0.0010577652852386348 0.0010166290180302407 0.0015223965020805252 0.0010867728071479212 0.0010054703809509319
leaf_count=70 123 282 214 237 478 52 535 423 317 111 331 598 139
internal_value=0 0.000131841 -0.000144188 0.00131259 -0.000653086 -0.000186571 -0.00147726 -0.00018809 0.00103601 -0.000328927 0.000126306 -0.000900779 0.00142518
internal_weight=0 0.0158634 0.0143401 0.00371255 0.0106276 0.00926721 0.00450803 0.00343019 0.00475918 0.0023739 0.00366693 0.00214454 0.00207065
internal_count=3910 3787 3505 562 2943 2465 1167 632 1298 348 1246 915 209
is_linear=0
shrinkage=0.0120166


Tree=2711
num_leaves=12
num_cat=0
split_feature=158 41 159 50 2 4 3 16 0 52 133
split_gain=4.11105e-05 7.59275e-05 7.16333e-05 4.68963e-05 7.00837e-05 7.67465e-05 9.29482e-05 0.000106699 8.73327e-05 8.99672e-05 0.000121578
threshold=0.084965000000000027 0.075585000000000013 0.087945000000000009 0.088425000000000017 0.113945 0.0057500000000000008 0.092005000000000017 -0.057604999999999996 -0.089879999999999974 0.091715000000000005 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 -1 10 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0027837009949388232 -0.0027393832079054691 -0.0035727098459553078 0.0037813670760428368 -0.0023443891473965326 -0.002077071357980661 -0.0011659583903580414 0.0055090023533485829 0.0040589410857165484 0.0001336719735742053 -0.0020894059804474879 0.0062849714913124181
leaf_weight=0.0017960719790173982 0.0010378121007189245 0.0010140309544262168 0.0011518285593978177 0.0013712587044091779 0.0019075080202860884 0.0018844647599170999 0.0012504507574292727 0.0013156899406522038 0.0017301584552321045 0.0013089273629593029 0.0010079936431704947
leaf_count=307 423 190 270 631 352 228 77 116 635 337 344
internal_value=0 0.000153737 0.000410368 0.000124289 0.000401736 0.000861077 0.00225404 0.000982171 -0.000199913 0.000946758 0.00239814
internal_weight=0 0.0157384 0.0147244 0.0135725 0.0122013 0.0102938 0.00445061 0.00320015 0.00584315 0.00404708 0.00273815
internal_count=3910 3487 3297 3027 2396 2044 421 344 1623 1316 979
is_linear=0
shrinkage=0.0140794


Tree=2712
num_leaves=13
num_cat=0
split_feature=147 52 2 3 4 3 160 49 2 133 49 52
split_gain=4.09378e-05 9.54023e-05 8.84065e-05 0.000120785 0.00014434 0.00013609 9.5658e-05 0.000103227 0.000100118 0.000135045 8.89044e-05 8.49099e-05
threshold=1.0000000180025095e-35 0.18936500000000003 0.086545000000000025 -0.089974999999999986 -0.077679999999999985 -1.0000000180025095e-35 0.084835000000000008 -0.015364999999999998 0.11260500000000001 1.0000000180025095e-35 -0.069934999999999983 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -4 9 11 -8 -9
right_child=-2 -3 6 4 5 -7 10 8 -10 -11 -12 -13
leaf_value=-0.0051941828293981772 0.0025977465291579455 -0.0043836523264315589 -0.0040592446839486261 0.0042665918268573692 -0.0053855277499488636 0.00080616475986673491 0.0065771753474732674 -0.00069204797515203475 0.0036905977327324831 -0.0046721305698683747 0.0010181159523613703 0.0045277774235770408
leaf_weight=0.0012932234553442055 0.0011452560727299643 0.0010556691725652151 0.0010539111357699147 0.0011085363912200011 0.0012630064124340068 0.0017416632569748755 0.0010368719515553987 0.0017203523287379141 0.0017481232917746885 0.001112910533992947 0.0013869617717830914 0.0010260159712242173
leaf_count=297 234 443 176 452 507 121 77 374 427 420 226 156
internal_value=0 -0.000215632 8.7996e-05 -0.00136605 -0.000162456 -0.0017965 0.000953276 6.43835e-05 0.000839419 -0.000452068 0.00339618 0.00125803
internal_weight=0 0.0155472 0.0144916 0.00540643 0.00411321 0.00300467 0.00908515 0.00666131 0.0056074 0.00385928 0.00242383 0.00274637
internal_count=3910 3676 3233 1377 1080 628 1856 1553 1377 950 303 530
is_linear=0
shrinkage=0.0143609


Tree=2713
num_leaves=18
num_cat=0
split_feature=1213 124 4 403 147 52 51 42 1374 52 47 47 52 52 2 3 2
split_gain=0.00045903 0.000189255 0.000188674 0.000204736 0.000113816 0.000162566 0.000155182 0.000181975 0.000191138 0.000173897 0.000142513 0.000278677 0.000108592 0.000137791 0.000129608 0.000215495 0.000100191
threshold=-1.0000000180025095e-35 0.10385500000000002 -0.49837999999999999 0.092300000000000007 0.087265000000000023 0.18936500000000003 -0.07742499999999998 -1.0000000180025095e-35 -0.095439999999999983 -0.091329999999999981 0.080860000000000015 0.09550500000000002 -0.11712499999999999 -0.062489999999999997 0.10869000000000002 -0.080884999999999985 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 9 -8 -9 -4 12 -12 -10 -14 15 -15 -17
right_child=1 -3 3 -5 -6 -7 7 8 10 -11 11 -13 13 14 -16 16 -18
leaf_value=-0.0012905789097270228 -0.00068501581131443076 0.00083388427226692701 6.2859995671130778e-05 0.00086396521106637885 0.00060346067820915637 -0.00075350666773338251 -0.00048365013943884932 -0.00060230881100773847 -0.00016150253755094907 -0.00095928557007669943 -0.00086661045824437688 0.00034312369933871397 0.00098185862289023262 -5.2882352323223371e-05 -0.00016549484141670665 0.00048925199652365755 0.0013195771941758689
leaf_weight=0.0010067004855607012 0.0013982579263393516 0.0010487860008337414 0.0012635512509788643 0.0010688526911623438 0.0010801893624580823 0.0011037006672170195 0.001775990260752691 0.0010597497008735255 0.0011159308694797037 0.00119845180769122 0.0011093339652299208 0.0019244037452731599 0.0015797320170960845 0.0014341545105460225 0.0014006864394206469 0.0010613766821141188 0.0010870213238237791
leaf_count=592 170 49 227 148 173 401 507 29 191 252 66 196 200 272 160 174 103
internal_value=0 3.7252e-05 -3.18561e-06 4.63066e-05 -1.72812e-06 -3.99258e-05 9.26599e-06 8.99431e-05 0.000176476 -0.000434699 0.000253517 -9.92346e-05 0.00039288 0.000487144 0.000330316 0.000524165 0.00090937
internal_weight=0 0.0217102 0.0206614 0.0192631 0.0181943 0.0171141 0.0160104 0.0135484 0.0117724 0.002462 0.0107126 0.00303374 0.0076789 0.00656297 0.00498324 0.00358255 0.0021484
internal_count=3910 3318 3269 3099 2951 2778 2377 1898 1391 479 1362 262 1100 909 709 549 277
is_linear=0
shrinkage=0.00192234


Tree=2714
num_leaves=14
num_cat=0
split_feature=49 42 151 150 43 1 3 2 15 0 13 0 1
split_gain=4.59857e-05 7.24481e-05 8.58296e-05 7.94116e-05 7.67896e-05 0.000114812 8.83221e-05 0.000132288 0.000213206 7.65038e-05 0.000100257 6.1431e-05 4.99547e-05
threshold=-0.14917999999999998 0.10269500000000001 0.056555000000000001 0.089155000000000012 0.12512500000000001 0.076710000000000014 0.094625000000000015 0.091025000000000009 -0.10312999999999999 -0.083674999999999986 0.0015650000000000002 -0.14674999999999996 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 7 8 -7 -2 -11 -8 -10
right_child=1 -3 -4 -5 -6 6 11 -9 12 10 -12 -13 -14
leaf_value=0.0023698587173104422 -0.0047455296202088965 -0.0033260323665785536 -0.0029740885355400595 0.0033504796190979265 0.0028941590005528328 -0.0043434912883876546 -0.0032724953342103983 0.0054299114926035109 0.0042342950192099486 -0.0035848813080061092 0.0015829440628986752 0.00062621724008099164 0.00091187594822050595
leaf_weight=0.0011280273126296628 0.0011467350249632332 0.0010350675699470529 0.0013004237986859552 0.0011871275499246757 0.0012570490924114159 0.0010205006835203169 0.0012363511623735557 0.0010194244537933823 0.0010967885801976924 0.001069360319653833 0.0011933462501752387 0.0011930923071841407 0.0017885901411727953
leaf_count=129 786 425 142 224 232 130 89 266 207 466 228 169 417
internal_value=0 -0.000193129 3.03751e-05 0.000326178 2.75208e-05 -0.000307247 0.000554625 0.00149797 0.000471741 -0.00216645 -0.000859382 -0.00135785 0.00217479
internal_weight=0 0.0155439 0.0145088 0.0132084 0.0120212 0.0107642 0.00735475 0.0049253 0.00390588 0.00340944 0.00226271 0.00242944 0.00288538
internal_count=3910 3781 3356 3214 2990 2758 1278 1020 754 1480 694 258 624
is_linear=0
shrinkage=0.0122569


Tree=2715
num_leaves=13
num_cat=0
split_feature=151 1 15 3 3 4 12 15 16 3 15 2
split_gain=4.22188e-05 5.93076e-05 8.20604e-05 6.28346e-05 0.000132676 0.000106191 0.000113453 9.00521e-05 8.81911e-05 8.75737e-05 0.000167985 5.36765e-05
threshold=0.079335000000000017 0.12730000000000002 0.088615000000000013 -0.083144999999999983 -0.050194999999999997 -0.08422499999999998 0.089995000000000006 -0.0089749999999999986 0.054425000000000008 0.12046500000000002 -0.106555 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 9 -9 10 -6 -12
right_child=-2 -3 -4 4 7 6 -8 8 -10 -11 11 -13
leaf_value=-0.0015499393698977042 0.0024040780917515179 0.0020188997486983882 -0.0032436663877045938 -0.0045340441219583099 0.0042293033945537718 0.00553177417710367 -9.9096720178112107e-05 0.0045507316103619499 -0.00059148233893334499 -0.0042660386610721456 -1.449799091741362e-05 -0.0039325469344511019
leaf_weight=0.0014455714284868117 0.0011332851046812328 0.0018043792057540085 0.0016146088474787495 0.001326070277343566 0.0010635675226072401 0.0012960116333597333 0.0011360446423180851 0.0011765541629800676 0.0010843020884345744 0.0011111853675564443 0.0011708134887821499 0.0011957434864310213
leaf_count=493 157 326 818 801 137 443 208 88 92 77 84 186
internal_value=0 -0.000197046 -0.000490604 -0.000120359 -0.000770293 0.00124203 0.00290152 -3.65568e-05 0.00208454 -0.00109253 -6.44706e-05 -0.00199416
internal_weight=0 0.0154249 0.0136205 0.0120059 0.00812824 0.00387763 0.00243206 0.00680217 0.00226086 0.00454131 0.00343012 0.00236656
internal_count=3910 3753 3427 2609 1465 1144 651 664 180 484 407 270
is_linear=0
shrinkage=0.0130072


Tree=2716
num_leaves=20
num_cat=0
split_feature=403 11 484 1374 51 151 158 49 49 52 42 43 43 2 0 3 0 48 2
split_gain=0.000153409 0.000117069 0.000159045 0.000113721 0.000206396 0.000165827 0.000114174 0.000128198 0.000159419 0.000113621 0.00011057 0.000137455 0.000214831 0.000150081 0.000220013 0.000134861 0.000129986 5.39878e-05 4.76342e-05
threshold=-1.0000000180025095e-35 0.088315000000000018 0.091130000000000017 -0.094679999999999986 0.077145000000000005 -0.0065099999999999993 0.084965000000000027 -1.0000000180025095e-35 -0.075429999999999983 0.071660000000000015 -0.088669999999999985 -0.074254999999999988 -0.093039999999999984 0.087995000000000004 -0.10071499999999999 0.082730000000000012 -0.076439999999999994 0.08346000000000002 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 17 -7 16 12 -12 14 -13 -15 -9 -5 -17
right_child=1 -3 -4 4 5 9 -8 10 -10 -11 11 13 -14 15 -16 18 -18 -19 -20
leaf_value=-0.00068836659191087268 -0.00046143626266316885 -0.00061404544912436088 -0.00067750579811255436 -0.00025191385338214011 0.0012248052280906827 -0.00019273235987080585 -0.00058865187888329398 0.0010757642504778786 -0.0008473009623097197 0.00068462071850642248 -0.00019461327667985335 9.7565289693750168e-05 0.00094841729714671848 0.00078939936770129897 -0.0010260919648534842 -0.00035838545773748769 9.9601144428614397e-05 0.00037822998795826901 0.00021936464683300222
leaf_weight=0.0011886981872037189 0.0012667062942215415 0.0010182777298321953 0.0010399386563012527 0.0010036835380099821 0.0010015910975555292 0.0010103428107680742 0.0010041293267395142 0.0010147856707091269 0.0010981186268169329 0.0011855017224243897 0.0010526127299438602 0.0014045035599314915 0.0014373750148838496 0.0010016404106262698 0.0011891138084384884 0.0010463853236738485 0.0010016745331500026 0.0010060402146060791 0.0010631456365108299
leaf_count=930 60 143 259 102 77 194 239 94 330 153 87 46 295 292 307 55 75 97 75
internal_value=0 2.16388e-05 5.42858e-05 9.47928e-05 0.000135007 0.000576602 3.64278e-05 8.35527e-05 -0.000258303 0.000280937 0.000187598 8.83699e-05 0.000465215 -7.61129e-05 -0.000417606 0.000208571 0.000590856 6.35275e-05 -6.72153e-05
internal_weight=0 0.0208456 0.0198273 0.0187874 0.0175206 0.00319744 0.0143232 0.0133191 0.00310784 0.00219584 0.0102112 0.00819478 0.00248999 0.00570479 0.00259362 0.00311117 0.00201646 0.00200972 0.00210953
internal_count=3910 2980 2837 2578 2518 424 2094 1855 529 347 1326 1157 382 775 353 422 169 199 130
is_linear=0
shrinkage=0.00192234


Tree=2717
num_leaves=18
num_cat=0
split_feature=1213 124 403 12 160 1 42 13 457 160 52 15 0 43 52 47 16
split_gain=0.000460741 0.00016411 0.000173486 0.000214486 0.000185504 0.000291407 0.000222352 0.00022762 0.000197931 0.000169806 0.000232182 0.000168142 0.000199488 0.000178523 0.000154027 0.000143518 4.97201e-05
threshold=-1.0000000180025095e-35 0.11158000000000001 0.03138500000000001 0.088325000000000015 -1.0000000180025095e-35 0.090540000000000023 -1.0000000180025095e-35 -0.49820499999999995 -0.0034949999999999994 0.099550000000000013 0.13709500000000002 -0.095799999999999982 -0.09194999999999999 -0.074254999999999988 -0.014099999999999998 0.09550500000000002 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 -8 -9 10 11 15 -13 16 -7 -10 -14
right_child=1 -3 3 -5 6 14 7 8 9 -11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.0012640970217508078 -0.001039396471521137 0.00077103878605898433 -0.00016933023332466209 0.00095858343160750944 -0.00065486683429834595 0.00054398053000788622 -0.00071391047050317939 -0.00058058127059785634 -0.00050770041996799293 -0.00026330878873631164 0.0012168492100472449 0.00092693197143103889 0.00024380751645096247 -0.00032700364186951454 -0.00043286023803142993 0.00037733260740096148 0.00083253378388784265
leaf_weight=0.001017914960832699 0.0016261488726049987 0.0010200418902199344 0.0010570747476531519 0.0013813988090538021 0.0014993402481705631 0.0010312137730941612 0.0010891817885044482 0.0010890402722346379 0.0015186838433165482 0.0018234109957847898 0.0010141398786471809 0.0019816777480934386 0.0010199787753033232 0.0014512060759834296 0.0012912304937872654 0.0011388071363189949 0.0010181177425088728
leaf_count=592 710 40 127 135 518 124 50 152 163 186 54 165 113 413 210 65 93
internal_value=0 3.2789e-05 -3.0181e-06 0.000469634 -6.50093e-05 -0.000427538 3.27455e-05 0.00011118 0.000185728 0.00026183 0.000366564 0.000260479 0.000449394 0.000178186 8.7747e-07 -0.00012844 0.000537902
internal_weight=0 0.0220507 0.0210307 0.00243847 0.0185922 0.00394859 0.0146436 0.0131442 0.0120551 0.010966 0.00914261 0.00812847 0.00547098 0.0034893 0.00232244 0.00265749 0.0020381
internal_count=3910 3318 3278 262 3016 1044 1972 1454 1404 1252 1066 1012 784 619 334 228 206
is_linear=0
shrinkage=0.00188464


Tree=2718
num_leaves=19
num_cat=0
split_feature=1213 1456 11 48 1374 1 2 0 47 47 13 3 2 403 0 13 16 0
split_gain=0.000464236 0.000344846 0.000263667 0.000198835 0.000177861 0.000131046 0.000217775 0.000409474 0.000200217 0.000190743 0.000163555 0.000141641 0.000222882 0.000126231 0.00023385 0.00038773 8.75047e-05 7.32455e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 -0.089609999999999981 -0.094679999999999986 0.10498500000000001 0.10393500000000001 0.14676000000000003 0.13177500000000003 0.10783500000000001 -0.07409499999999998 0.12566000000000002 0.106035 0.03138500000000001 -0.10131499999999999 0.0066400000000000009 -0.057604999999999996 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 10 -8 9 11 17 12 -7 14 16 -16 -12 -6
right_child=1 2 -4 4 5 8 7 -9 -10 -11 13 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0012251544728454577 -0.0010264854708172395 -0.00064760573065314876 -0.00082905810355236604 -0.0004789083363611753 0.00030888582269386687 8.1546479051942098e-05 -0.0011327958753156414 0.00039079308286346171 -0.00023533418612806074 0.0013007847498221477 -4.1728860778151208e-05 -3.6886562228436854e-05 0.0012478184121265956 0.00049966792410049466 -0.0012821265357631083 0.00027884493389201975 0.00065035144412082494 0.00086499407268565318
leaf_weight=0.0010528703194259649 0.0010068278231452508 0.0010735023360112219 0.0010364100693777472 0.0013438207609093302 0.0017310775272561356 0.0010487308569859376 0.001234761570761308 0.0011755386510134969 0.0011915958741841592 0.0010643376972088582 0.0013032508739105886 0.0014509188297387012 0.0011989741104462194 0.001639243840188459 0.0011407496589495576 0.001037169579833375 0.0011961457541470014 0.0015172978166798096
leaf_count=592 332 77 143 68 440 182 303 25 51 71 84 166 210 135 557 141 50 283
internal_value=0 3.02672e-05 8.00237e-05 0.000126329 0.000169436 0.000218029 0.000106641 -0.000389719 0.00044204 0.000611505 0.000231721 0.000413154 0.000703661 5.84549e-05 -9.61757e-05 -0.00053876 0.000289483 0.000568641
internal_weight=0 0.0223904 0.0213835 0.0203471 0.0192736 0.0179298 0.0119752 0.0024103 0.00595456 0.00476296 0.00956494 0.00369862 0.0022477 0.00631656 0.00467732 0.00217792 0.0024994 0.00324838
internal_count=3910 3318 2986 2843 2766 2698 2018 328 680 629 1690 558 392 967 832 698 134 723
is_linear=0
shrinkage=0.00184769


Tree=2719
num_leaves=12
num_cat=0
split_feature=4 1 16 151 15 0 4 4 4 43 43
split_gain=4.05868e-05 6.18828e-05 4.9946e-05 7.88589e-05 6.40248e-05 6.97529e-05 0.000225998 9.09893e-05 0.000112652 0.000118313 0.000142608
threshold=0.27020000000000005 0.11198000000000001 -0.30307999999999996 -0.088294999999999985 -0.10312999999999999 -0.10131499999999999 0.0051950000000000008 -0.0021099999999999995 -0.078484999999999985 -0.083254999999999982 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 8 9 -7 -11
right_child=1 -3 3 4 5 7 -8 -9 -10 10 -12
leaf_value=-0.0027458363645824729 -0.00067124154619992973 0.0040329669282057404 0.0038035204265968437 -0.0036617456542615595 -0.0020274910225636608 0.0018682394389699882 0.0052360474632459821 -0.0038236165145718159 0.0032448456537728446 -0.0066852441992194585 0.00022514878883411507
leaf_weight=0.0015494518010539362 0.0011246423832934472 0.0011837392672887598 0.0010256219831380328 0.0010913129054116637 0.0017484845799530671 0.0015456280814390455 0.0017856465590186943 0.0016147378360805301 0.0016160377579902 0.0012212867871532547 0.0012424665135002677
leaf_count=171 137 335 238 221 215 253 67 458 953 684 178
internal_value=0 0.00174108 -0.000309721 -1.69142e-05 -0.00034714 -1.14076e-05 0.00164247 -0.000818712 4.38253e-05 -0.00124639 -0.00320035
internal_weight=0 0.00230838 0.0144407 0.0128912 0.0118656 0.0107743 0.00353413 0.00724016 0.00562542 0.00400938 0.00246375
internal_count=3910 472 3438 3267 3029 2808 282 2526 2068 1115 862
is_linear=0
shrinkage=0.0143609


Tree=2720
num_leaves=17
num_cat=0
split_feature=453 4 11 2 15 40 1 16 15 133 159 13 1 15 1 1
split_gain=0.000132971 0.000149049 0.000218095 0.000168337 0.000129478 0.000119103 0.000117175 0.000215396 0.000111476 0.000105556 0.000147758 0.000114825 0.000139113 0.000135175 0.000105401 6.69569e-05
threshold=1.0000000180025095e-35 0.15927500000000003 1.0000000180025095e-35 0.10910500000000002 0.090505000000000016 -1.0000000180025095e-35 0.11198000000000001 -0.50763499999999995 -0.0089749999999999986 -0.085714999999999986 0.082325000000000023 -0.082014999999999991 0.077800000000000022 -0.017214999999999998 0.092550000000000007 0.12019000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -3 -5 -7 11 -11 -13 14 -14 -8
right_child=-2 6 -4 8 -6 9 15 -9 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.00056478027655059457 -0.00059554359177196121 0.00048264713851411999 -0.00083884278344782258 7.6091581019112976e-06 -0.00067285968544265797 0.00043169567534990789 0.00089221329497019648 -0.0004738127276225772 0.00069139365477869892 0.00041883712383225026 -0.00067381960155807991 -0.00055841253790517797 0.00019185434371413036 0.0005317437987013441 -0.00045626550449000356 0.00028669113253957794
leaf_weight=0.0011693079987580334 0.0011111413632658431 0.0014769825430969857 0.0010068982441750361 0.0013460895045158804 0.0010681088016639148 0.0014792710330903255 0.0010027844724978306 0.0012811550145068488 0.0014356008455485006 0.0016424082501322506 0.0010137223017510459 0.001408900491241938 0.0014328153613289984 0.0012500385624039101 0.0014929076959310228 0.0011336235123846469
leaf_count=163 99 120 226 240 538 340 95 115 162 487 226 485 77 165 120 252
internal_value=0 1.06457e-05 -7.02269e-05 -1.77194e-05 -0.000105706 -5.00754e-05 0.000270818 3.83715e-05 0.000360503 1.18428e-05 -6.35233e-05 2.20814e-05 -9.46016e-05 6.18881e-05 -0.000138862 0.00057091
internal_weight=0 0.0206406 0.0157461 0.0147392 0.0119575 0.0108894 0.00489455 0.00275814 0.00278169 0.00972006 0.00824079 0.00722707 0.00558466 0.00417576 0.00292572 0.00213641
internal_count=3910 3811 3229 3003 2601 2063 582 235 402 1900 1560 1334 847 362 197 347
is_linear=0
shrinkage=0.00170698


Tree=2721
num_leaves=19
num_cat=0
split_feature=403 52 1374 124 40 453 4 15 12 42 2 2 0 0 160 4 4 1
split_gain=0.000161712 0.000134431 0.000206011 0.000182016 0.000136243 0.000136348 0.000174329 0.000189125 0.000178147 0.000155963 0.000309257 0.000151252 0.000152183 0.000337075 0.000129711 0.000166151 0.000106533 1.70146e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 0.0049200000000000008 -0.082484999999999989 1.0000000180025095e-35 0.15927500000000003 0.05377500000000001 0.099170000000000022 0.084175000000000014 0.11085000000000002 0.10946500000000002 0.048265000000000009 -0.076734999999999984 0.031805000000000007 -0.076329999999999995 0.050655000000000006 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 9 11 10 -8 12 13 14 15 17 -17 -6
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.00064033245283431212 -0.00054965387367986521 -0.00064492620624596788 -0.00057214980070428802 0.00083282774866613079 -8.376225869375514e-05 -0.00049629800145938345 0.0011450653978599288 0.0010930813793224739 -0.00066855401235816465 -0.00035234335549152448 -6.3016447467728907e-05 0.00056179832094952452 -0.00062881075849513827 0.00078339821492950771 0.00034158099983158939 -0.0010306216059704082 -0.00023231992108904917 0.0002395209437040938
leaf_weight=0.0012399372339893062 0.0012355339586135944 0.0012498156929079398 0.001020019844475281 0.0010105156180201203 0.0010420551574170196 0.0011438925962034543 0.0011767697893734115 0.0010372345388054427 0.0010803053702546162 0.0010299388921518439 0.0015467776507668857 0.0017692073255203391 0.0010894019253124831 0.0016680986950412527 0.0013961955370018209 0.0010614351530520653 0.0010476094263374564 0.0010122490969789316
leaf_count=930 372 67 148 79 184 81 124 30 256 159 134 167 85 195 179 548 69 103
internal_value=0 1.91621e-05 5.36439e-05 9.92794e-05 5.83735e-05 9.59819e-05 0.000138439 0.000421835 1.68555e-05 0.000236344 0.000458962 9.02675e-05 -1.00368e-05 8.32292e-05 -0.000126851 -0.000283942 -0.000634087 7.55341e-05
internal_weight=0 0.0216171 0.0203815 0.0191317 0.0181212 0.0171012 0.0159573 0.00479072 0.0111666 0.00375349 0.00272355 0.0100863 0.00831704 0.00722764 0.00555954 0.00416335 0.00210904 0.0020543
internal_count=3910 2980 2608 2541 2462 2314 2233 447 1786 417 258 1530 1363 1278 1083 904 617 287
is_linear=0
shrinkage=0.00177594


Tree=2722
num_leaves=13
num_cat=0
split_feature=484 151 1 15 3 47 51 1 15 15 1 4
split_gain=4.32555e-05 5.12162e-05 6.03949e-05 7.32743e-05 9.08359e-05 0.000119455 9.78157e-05 9.75346e-05 9.38227e-05 7.1005e-05 6.98341e-05 4.89705e-05
threshold=-0.0043499999999999988 0.079335000000000017 0.12730000000000002 0.088615000000000013 -0.10315499999999998 0.09252500000000001 0.08955500000000001 0.085990000000000011 -0.094924999999999995 -1.0000000180025095e-35 0.076710000000000014 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 9 -9 -6 -2 -11
right_child=1 -3 -4 -5 5 -7 -8 8 -10 11 -12 -13
leaf_value=-0.0023059559409674734 -0.00021448942091233632 0.0028195621424370152 0.0022374095825926994 -0.0027956853618849617 -0.0030168875250447163 -0.0036530787150638113 -0.0033588363027164552 0.0048237968939543263 0.00017066337879083902 -0.0011735872715207373 0.0040836008643554142 0.002491807510856218
leaf_weight=0.0012068182199937777 0.0010551093812383966 0.001048433334389723 0.0016162832770506451 0.0016395802997853431 0.0012643098655685126 0.0015915006327699988 0.0010744590798659002 0.0013622560312784374 0.0013470284512172668 0.0011281764777414938 0.0013428306117283183 0.0011509052723047784
leaf_count=612 105 143 304 714 540 208 156 98 304 264 242 220
internal_value=0 0.000150683 -4.1333e-05 -0.000325607 3.2266e-05 -0.000548529 0.000125799 0.000724598 0.00251031 -0.000640759 0.00219241 0.000677387
internal_weight=0 0.0156209 0.0145724 0.0129562 0.0113166 0.00891864 0.00732714 0.00625268 0.00270928 0.00354339 0.00239794 0.00227908
internal_count=3910 3298 3155 2851 2137 1790 1582 1426 402 1024 347 484
is_linear=0
shrinkage=0.0125021


Tree=2723
num_leaves=18
num_cat=0
split_feature=1213 1456 453 13 11 13 2 2 48 150 2 0 0 15 12 15 42
split_gain=0.000466326 0.00035824 0.00021596 0.000234556 0.000251627 0.000283997 0.00020615 0.000231671 0.000267548 0.000272818 0.000159996 0.000158959 0.000148168 0.000221681 0.000236161 0.000242536 5.49036e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.52445999999999982 0.088160000000000002 -0.091229999999999992 0.11635500000000001 0.11230000000000001 0.09227500000000001 0.086420000000000011 0.097940000000000013 -0.10575999999999998 -0.089879999999999974 -0.053579999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.004089999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 7 8 9 11 -5 -7 -13 -14 -15 -16 -17
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 12 13 14 15 16 -18
leaf_value=-0.0011343055276083315 -0.00094558067207320266 -0.00065523806786124141 -0.00068286510924456657 0.00024512340711292598 -0.00066895203634040671 0.00054605055035994703 0.00060201596320593983 -0.00070842486450796698 0.00071412262276898415 -0.00063498836923080702 0.00094503796192451077 -0.00048599566323077555 0.00082232677643424715 0.00064424237102100467 -0.00074629057468496328 -0.00013324163979183885 0.00040981453839538995
leaf_weight=0.0010141428859671729 0.0010179701654065764 0.0010755534017562419 0.0010185626671059813 0.0017607128447113271 0.001005394106467424 0.0018049944606984003 0.0019276032244019111 0.0011299129196018368 0.0016334113782855856 0.0016673038792060476 0.0019036357148285495 0.0014569122605607027 0.0010123014316308979 0.0010860932759165737 0.0015510178254686331 0.0010869212718026982 0.0010021084102556066
leaf_count=592 332 55 91 205 143 143 318 66 174 206 171 214 243 51 275 317 314
internal_value=0 2.51063e-05 6.97727e-05 0.000106098 0.000146983 0.000190107 9.02289e-05 1.67776e-05 8.3391e-05 -1.31855e-05 0.00060873 0.000102003 -9.38907e-06 0.000111615 -4.0614e-05 -0.000244957 0.000127263
internal_weight=0 0.0231404 0.0221224 0.0211039 0.0200283 0.0190229 0.0153586 0.013431 0.0123011 0.0106677 0.00366435 0.00900035 0.00719535 0.00573844 0.00472614 0.00364005 0.00208903
internal_count=3910 3318 2986 2895 2840 2697 2321 2003 1937 1763 376 1557 1414 1200 957 906 631
is_linear=0
shrinkage=0.00167351


Tree=2724
num_leaves=18
num_cat=0
split_feature=1213 11 48 13 13 131 52 16 1 2 3 2 129 4 1 2 0
split_gain=0.000488097 0.000214889 0.000185706 0.000207022 0.000324773 0.000204976 0.000184988 0.000188847 0.00016957 0.000248121 0.000238049 0.000166531 0.000157759 0.000177587 0.000287406 0.000220551 3.03663e-05
threshold=-1.0000000180025095e-35 0.088315000000000018 -0.089609999999999981 -0.52445999999999982 -0.091229999999999992 0.097135000000000013 -0.24456499999999998 0.22945500000000005 0.10113500000000002 0.097775000000000015 0.11265500000000002 0.099990000000000009 0.0041150000000000006 0.0057500000000000008 0.086560000000000012 0.086650000000000019 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 11 6 -6 8 9 12 -10 -5 13 14 15 -8 -12
right_child=1 -3 3 4 5 -7 7 -9 10 -11 16 -13 -14 -15 -16 -17 -18
leaf_value=-0.001132225123654238 -0.00058089677271527828 -0.0006858652272913997 -0.00061093782684180898 0.00025382580169512121 -0.00052758541393036135 0.00074078886972704899 -0.00048499433061572586 0.0007194000495127893 0.00070752066708861081 -0.00077180832206243631 9.3788979147833563e-05 0.00095844415401167822 0.00056066710527428586 0.00033198710614014393 -0.00089139915842348534 0.00044651079938190963 -0.00030662083009712224
leaf_weight=0.0010203774956413633 0.0011427491273858737 0.0010828371283804475 0.0010508379887621501 0.0019541907355819762 0.001670654387083804 0.0010384391377279796 0.001280638946573205 0.001050081199911874 0.0018318280672357983 0.0013836041206164128 0.0010149368358791655 0.0016783833957511197 0.0010946801802913268 0.0016860905545091689 0.0014433438691794365 0.0014691603122751942 0.0010244902541232115
leaf_count=592 81 145 53 229 315 211 297 128 365 227 43 175 126 125 283 474 41
internal_value=0 2.75361e-05 6.29488e-05 9.85418e-05 0.00013654 3.59226e-05 -1.30396e-05 5.1697e-05 -5.63849e-06 -0.00013713 0.000278234 0.000579386 -1.12119e-05 -0.000117693 -0.000298512 1.26894e-05 -0.000107354
internal_weight=0 0.0228969 0.0218141 0.0206714 0.0196205 0.0159879 0.0149495 0.0132789 0.0122288 0.00835752 0.00387126 0.00363257 0.00697391 0.00587923 0.00419314 0.0027498 0.00203943
internal_count=3910 3318 3173 3092 3039 2635 2424 2109 1981 1532 449 404 1305 1179 1054 771 84
is_linear=0
shrinkage=0.0016407


Tree=2725
num_leaves=20
num_cat=0
split_feature=14 1374 4 13 39 48 0 4 4 457 130 133 47 13 1 12 42 16 4
split_gain=0.000211848 0.000165806 0.000169016 0.000213446 0.000236783 0.000440871 0.000267266 0.000224215 0.000176789 0.000173988 0.00020231 0.000210382 0.000285217 0.000203257 0.000183298 0.000184158 0.000153966 0.000140915 7.07184e-05
threshold=0.054835000000000009 -0.094679999999999986 -0.51381999999999983 -0.26418499999999995 0.005105000000000001 0.11930500000000001 -0.17106499999999999 0.0057500000000000008 -0.017449999999999997 0.082870000000000013 -0.076814999999999981 0.065880000000000008 0.09550500000000002 -0.09547499999999999 0.095575000000000007 0.091475000000000015 -0.0060199999999999993 -0.055679999999999993 -0.038174999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 7 -5 -4 10 -8 12 13 -12 15 -15 -6 -16 -13
right_child=-2 2 3 4 16 -7 9 -9 -10 -11 11 18 -14 14 17 -17 -18 -19 -20
leaf_value=-0.00061253215104775476 -0.00082113343719525606 -0.00058650368506225404 0.001147839513067064 -4.3430098987629518e-05 7.1229568822657981e-05 -0.0011625924154712954 0.00055830091306518451 0.0010022760459126574 0.00010932396638563056 0.00059667790157058663 0.0001464505430291982 0.00060443126588835962 0.00033383115203092949 -0.0013419374887332408 0.00016434476896908903 -0.00040640097143951982 0.0010237042647128645 -0.00071967174858624102 -5.7125031754437011e-05
leaf_weight=0.0012717710872802704 0.0010103469642617621 0.0012468976708233511 0.0010320334856350755 0.0011549606361640425 0.001007070763618112 0.0010500335979327083 0.001135957418759174 0.0014695514272951016 0.0010359538948768619 0.0010787393630881112 0.0011340978736072193 0.0010199173766754777 0.0014784048874108002 0.0017524040006106556 0.0010573023762028271 0.0010681296435087195 0.0011425579646061291 0.0012306883152947701 0.0010186104365390216
leaf_count=66 147 80 47 46 75 93 139 92 133 119 128 421 160 730 67 329 312 200 526
internal_value=0 1.02319e-05 4.77444e-05 8.75524e-05 2.4805e-05 -5.11148e-05 2.88295e-05 0.000542095 0.000627597 -8.36679e-05 -0.000151027 -0.000233589 -0.000367569 -0.000533677 -0.000684666 -0.000987652 0.000577483 -0.000311159 0.000273865
internal_weight=0 0.0223851 0.0211133 0.0198664 0.0177984 0.0156488 0.0145988 0.00262451 0.00206799 0.0119743 0.0108955 0.00975955 0.00772103 0.00624262 0.00510852 0.00282053 0.00214963 0.00228799 0.00203853
internal_count=3910 3763 3697 3617 3437 3050 2957 138 180 2819 2700 2561 1614 1454 1326 1059 387 267 947
is_linear=0
shrinkage=0.00177594


Tree=2726
num_leaves=18
num_cat=0
split_feature=1213 147 403 11 52 1374 475 130 15 4 4 43 2 16 12 3 15
split_gain=0.000471221 0.000249637 0.000242773 0.000230186 0.00020957 0.000192118 0.00017445 0.000225513 0.000192739 0.000205201 0.000187891 0.000165845 0.000194024 0.00019594 0.000150016 0.000113634 7.61795e-05
threshold=-1.0000000180025095e-35 0.088505000000000014 0.092300000000000007 0.087830000000000005 0.28122000000000008 -0.094679999999999986 -1.0000000180025095e-35 -0.0015749999999999998 -0.106555 0.22584000000000001 0.25367000000000006 -0.17307499999999998 0.097360000000000016 0.054425000000000008 0.085465000000000013 -0.018854999999999997 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 10 11 -9 -10 14 -14 15 -13 -17
right_child=1 -3 -4 -5 -6 6 7 8 9 -11 -12 12 13 -15 -16 16 -18
leaf_value=-0.0012282637148445042 -0.00066028436798049983 0.00091452029729273583 0.00071773673844123596 -0.00087383277088856593 -0.00080273313067999214 -0.00046602458203907383 -0.00067875319910711061 7.694431585888992e-05 0.0007085101487023359 -0.00067217691315024294 0.00096272241395734871 0.00055571603287406452 0.00091379235158283237 9.3200241427350665e-06 -0.00056341334156203432 0.00019929475097497384 -0.00045671465723348898
leaf_weight=0.0010148231906564912 0.0012248877538447714 0.0010081835865537311 0.0014161750430215494 0.0010747389073399718 0.0010416887463880848 0.0017114803918781762 0.001020898800031666 0.0013516280426706698 0.0015747332923573562 0.0010519823864436626 0.001877114669591462 0.0011086248902341111 0.0014469798435751344 0.0017203843614239794 0.0018322362903845334 0.001094938861187944 0.0012372046730910018
leaf_count=592 63 169 149 149 331 466 209 177 73 55 240 200 173 156 556 27 125
internal_value=0 3.32875e-05 -7.49362e-06 -5.79147e-05 -1.24672e-05 3.26326e-05 8.24761e-05 0.000143765 0.000202503 8.88951e-05 0.000591915 0.000168838 6.81503e-05 0.000422519 -0.000144711 7.82519e-05 -0.000148719
internal_weight=0 0.0227939 0.0217857 0.0203695 0.0192948 0.0182531 0.0170282 0.0153167 0.0142958 0.0110671 0.00322874 0.0100151 0.00844037 0.00316736 0.005273 0.00344077 0.00233214
internal_count=3910 3318 3149 3000 2851 2520 2457 1991 1782 1365 417 1310 1237 329 908 352 152
is_linear=0
shrinkage=0.00181146


Tree=2727
num_leaves=14
num_cat=0
split_feature=41 133 13 52 3 1 16 2 0 43 0 4 0
split_gain=5.54177e-05 4.98052e-05 9.65233e-05 0.000115844 0.0001014 0.00015433 0.000107952 0.000101311 8.64383e-05 7.45046e-05 0.000159164 8.9493e-05 1.75981e-05
threshold=0.078150000000000011 0.10681500000000001 -0.091229999999999992 0.10433000000000002 0.11265500000000002 0.10339500000000001 0.11346000000000002 0.097575000000000009 -0.084304999999999977 -0.083899999999999988 -0.099864999999999995 0.0057500000000000008 -0.084524999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 -7 9 -1 -4 11 -11 -5
right_child=-2 -3 3 12 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=0.00073813750936687966 -0.0031090320308536138 -0.0026916908158798759 0.002672963451875838 0.0040159658320606277 -0.0042099816538229322 0.0052760592715674045 -0.00060068816592261901 -0.004811266760600519 0.0053820372062491932 -0.0014022492886699455 -0.0051150707054899271 0.0037714796362532921 0.0014863460477695695
leaf_weight=0.0019732694235205066 0.0010112542251716821 0.0010511483270599703 0.0010662574065834225 0.0010139476106335154 0.0013754018506089158 0.0013165217749275407 0.0010127985602719214 0.0012471506770596504 0.0011687787374711723 0.001569765702717555 0.001354713386358967 0.0010038012147807751 0.0010006987597452966
leaf_count=364 201 529 411 178 103 258 166 311 119 92 833 47 298
internal_value=0 0.000156557 0.00035479 -0.000199692 -0.000799072 -0.000251718 0.00272082 -0.00136103 0.00246557 -0.000499501 -0.00136061 0.000615726 0.00275947
internal_weight=0 0.0161543 0.0151031 0.0119611 0.00994641 0.00857101 0.00232932 0.00624169 0.00314205 0.00499454 0.00392828 0.00257357 0.00201465
internal_count=3910 3709 3180 2697 2221 2118 424 1694 483 1383 972 139 476
is_linear=0
shrinkage=0.0135326


Tree=2728
num_leaves=18
num_cat=0
split_feature=14 157 124 14 48 0 1 2 13 13 2 0 15 3 16 13 2
split_gain=0.000250283 0.000221458 0.000232841 0.000188662 0.000185463 0.000236192 0.000333896 0.000287784 0.000231729 0.000240841 0.000225582 0.000150121 0.000258901 0.000144859 0.000194968 0.000126869 7.97272e-05
threshold=0.054835000000000009 -0.077044999999999988 0.10230000000000002 -0.13131999999999996 0.12862000000000004 -0.10575999999999998 0.077800000000000022 0.11125500000000001 0.17936000000000002 0.019675000000000002 0.106035 -0.06402999999999999 0.090325000000000003 0.086245000000000016 -0.09601999999999998 -0.083654999999999993 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 13 9 10 11 12 15 -8 -15 -7 -17
right_child=-2 2 -4 4 -6 8 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18
leaf_value=0.00061127886974952678 -0.0009177882345630838 -0.00070219737478105265 0.00082786128387085634 -0.00061596217404572896 -0.00073429397126684192 -0.00097625746468276732 0.00076804366344529614 0.0013241396674412743 -0.00086026387785038602 0.00066730990729849918 -0.00090225311565218162 0.00041931023018942817 0.00061314130018635146 0.00050374250942907645 -0.00054132582219341171 -0.00050540706421019709 8.6739739482676832e-05
leaf_weight=0.0019859470367175327 0.0010107759868687441 0.0015304197882771665 0.0010160321581374468 0.0010734712104284398 0.0011820562898701694 0.0010043552497372944 0.0013111193779676848 0.0011639387783332713 0.0013339115820768513 0.001408882902958407 0.0011933334598758063 0.0018446106374588227 0.0010747208401727174 0.0012815182456007439 0.0011620888227668043 0.0016157882708595006 0.001494014479223392
leaf_count=452 147 132 50 130 98 478 94 133 156 275 260 212 425 61 39 405 363
internal_value=0 2.19074e-05 -3.46632e-05 -7.92063e-05 -2.66574e-05 2.26575e-05 0.000317664 0.000521422 -0.000138489 -3.85708e-05 -0.000159456 -3.343e-05 -0.000194376 0.000272585 6.7468e-06 -0.00040532 -0.000220927
internal_weight=0 0.0226762 0.0206903 0.0196742 0.0181438 0.0169618 0.00599214 0.00491867 0.0109696 0.00963571 0.00822682 0.00703349 0.00518888 0.00375473 0.00244361 0.00411416 0.0031098
internal_count=3910 3763 3311 3261 3129 3031 457 327 2574 2418 2143 1883 1671 194 100 1246 768
is_linear=0
shrinkage=0.00184769


Tree=2729
num_leaves=14
num_cat=0
split_feature=11 0 0 42 49 0 15 2 16 1 43 1 4
split_gain=5.0091e-05 6.30769e-05 0.000119307 0.000120855 0.000124392 0.000122948 0.000117603 0.00015125 0.000142183 0.000140401 9.7736e-05 6.85667e-05 2.90536e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.053834999999999994 0.091230000000000019 -0.085974999999999982 -0.083424999999999985 -0.0089749999999999986 0.11203000000000002 -0.088504999999999986 0.094485000000000013 -0.084699999999999984 0.086560000000000012 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -8 11 -3 -6 -5
right_child=-2 10 -4 12 5 -7 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0054634499467287236 -0.0028762549630451024 0.0054558258319409624 -0.0048828436881398719 0.0016870241126499181 0.0015528662261371697 -0.0039949830297012117 -0.00024257293459242356 -0.0045442652875070152 0.0072891881942342054 0.005070366178865594 -0.00019953653985417907 -0.0034007037232038893 0.0052400789168078575
leaf_weight=0.0010076420326812158 0.0012838119831752202 0.00119780623975241 0.001129978845611483 0.0010107638300091808 0.0012423732193115587 0.0013963793052774055 0.0010694898608666625 0.0014250800786862207 0.0011734409962089413 0.0013340072069672367 0.001584728118573175 0.0012528604439508984 0.001044851702059456
leaf_count=144 254 101 198 547 537 829 222 152 314 152 231 82 147
internal_value=0 0.000192098 -0.000242253 0.000196303 -0.000488131 7.55694e-05 0.000833719 -0.0003889 0.00369784 0.00115755 0.00223494 -0.000934328 0.00349301
internal_weight=0 0.0158694 0.0130869 0.0119569 0.00990127 0.00889363 0.00749725 0.00525432 0.00224293 0.00382924 0.00278253 0.00249523 0.00205562
internal_count=3910 3656 3324 3126 2432 2288 1459 923 536 771 332 619 694
is_linear=0
shrinkage=0.0149411


Tree=2730
num_leaves=17
num_cat=0
split_feature=403 403 484 11 484 3 150 457 51 0 3 2 0 4 42 0
split_gain=0.000185421 0.000158294 0.000136616 0.000146585 0.000131527 0.000134191 0.000224542 0.000201224 0.000152204 0.000146242 0.000298796 0.000299976 0.000125451 0.000210499 0.000110887 1.21997e-05
threshold=-1.0000000180025095e-35 0.10150000000000002 0.091130000000000017 0.08184000000000001 -0.0043499999999999988 0.090325000000000003 0.086645000000000014 0.041935000000000007 0.077145000000000005 -0.07773999999999999 -0.086589999999999986 0.081110000000000015 -0.16443499999999997 -0.065054999999999988 0.091955000000000023 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 12 9 10 -6 -12 -7 -14 15 -11
right_child=1 -3 -4 -5 5 7 -8 -9 -10 14 11 -13 13 -15 -16 -17
leaf_value=-0.00070302335153608116 -0.00038752488693808329 -0.00066929923788952746 -0.00057575704346692405 -0.00050390186438311908 -0.00063948860022762619 -0.0006734540954370943 -0.00044810191012575765 0.00051464572522430616 0.00099030677311248748 0.00098851862412040843 -0.00022565643240657013 0.00082106865518274041 -0.00054968209085525356 0.00045655868771387481 0.00016961829338321081 0.00071129031273255443
leaf_weight=0.0011991241055928871 0.001429005349364929 0.0010123993156209146 0.0010388501484501411 0.0012391173977042451 0.0012576421285423597 0.0014369701496976806 0.0011401813699429145 0.0014728535817830624 0.0011549952130653568 0.001002520394380535 0.0015199487081850901 0.0019995435624724574 0.0012477739787439823 0.0013818524901754578 0.0012127647824498617 0.0010000683879314602
leaf_count=930 512 265 256 204 167 80 220 83 165 145 172 289 80 116 139 87
internal_value=0 1.54215e-05 5.09087e-05 8.61076e-05 0.000128475 0.000175063 0.000295059 -4.77878e-05 0.00038769 0.000300605 0.00010352 0.000369024 -0.000251492 -2.09088e-05 0.00059342 0.000850074
internal_weight=0 0.0205465 0.0195341 0.0184952 0.0172561 0.0158271 0.0102877 0.00553945 0.00914748 0.00799249 0.00477713 0.00351949 0.0040666 0.00262963 0.00321535 0.00200259
internal_count=3910 2980 2715 2459 2255 1743 1384 359 1164 999 628 461 276 196 371 232
is_linear=0
shrinkage=0.00177594


Tree=2731
num_leaves=19
num_cat=0
split_feature=403 403 403 160 474 483 52 457 4 15 0 1 51 2 12 16 48 48
split_gain=0.000130475 0.000140405 0.000125036 0.000147195 0.000268276 0.000398436 0.00015359 0.000150188 0.000142774 0.000159433 0.000163088 0.000204501 0.000233898 0.000148522 8.45494e-05 7.98728e-05 7.41087e-05 6.76722e-05
threshold=-1.0000000180025095e-35 0.10150000000000002 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 0.14114500000000005 -0.0034949999999999994 0.25367000000000006 -0.095799999999999982 -0.10462499999999998 0.088135000000000005 -0.24028999999999998 0.10362500000000001 0.089370000000000019 -0.0049699999999999996 0.086065000000000016 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 9 16 17 13 -13 15 -10 -12 -9 -11
right_child=1 -3 -4 6 -6 -7 -8 8 14 10 11 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.000645777108946562 -0.0013231640596154069 -0.00068828201593937528 0.00054122682842583023 -0.00065413239483696139 0.00040853367543854216 0.00014496985077779202 0.00080911399331236615 -0.00010994668325796168 0.00092210647918879792 0.00090488982535041928 7.507117913759503e-05 0.0001349221305255941 -0.0011548982907382283 -0.00034844607225794792 0.00014993907479360675 0.00077453795604128569 -0.00084719068415690078 0.00022505037074796268
leaf_weight=0.0011772607427359616 0.0015126343117580132 0.0010069107204177799 0.0017304795653546581 0.0010677262540253205 0.0012666552298309791 0.001245629622757996 0.0010261573236249886 0.0010015105048246662 0.0010975745319474007 0.0011123978568605671 0.0010143601128118176 0.0010138918579229994 0.0010655913104242534 0.0011304200002146131 0.0010027791241230544 0.0014886638034965545 0.0010139889855897422 0.0010535007793907036
leaf_count=930 429 265 205 146 247 271 88 47 224 78 138 38 340 123 71 140 88 42
internal_value=0 1.20079e-05 4.75417e-05 3.77218e-07 -0.000323836 -0.000660156 9.30007e-05 3.67442e-05 9.82437e-05 1.61363e-06 0.000125034 -4.52601e-05 -0.000526022 0.000229888 0.000553448 0.000491076 -0.000480851 0.000574214
internal_weight=0 0.0208509 0.019844 0.0181135 0.00402492 0.00275826 0.0140886 0.0130624 0.0119947 0.00989433 0.00787883 0.00571293 0.00207948 0.00363344 0.00210035 0.00250302 0.0020155 0.0021659
internal_count=3910 2980 2715 2510 947 700 1563 1475 1329 1034 899 779 378 401 295 278 135 120
is_linear=0
shrinkage=0.00192234


Tree=2732
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 13 0 0 42 16 160 42 4 4 15 15 15 0 43 16
split_gain=0.000525281 0.00039916 0.000226027 0.000212118 0.000276816 0.000157302 0.000163714 0.000275794 0.00022942 0.000223912 0.000194657 0.000178597 0.000173366 0.000205209 0.000191115 0.000173451 0.000120341 8.6386e-05 6.84946e-05 1.46974e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 -0.51172499999999987 -0.017269999999999997 -0.053834999999999994 0.060615000000000009 0.0015250000000000001 -1.0000000180025095e-35 0.083725000000000008 -0.0025899999999999994 0.0057500000000000008 0.084565000000000015 -0.073314999999999991 0.083935000000000023 0.13167000000000004 -0.075819999999999985 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 9 17 10 -7 12 14 -14 -12 19 -13 -8 -11 -15
right_child=1 2 -4 -5 -6 6 8 -9 -10 18 11 16 13 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0010993435250300368 -0.00091710418178401023 -0.00048657739405323934 -0.00063828255662885217 -0.00059219889651332186 0.00073283710881713517 -0.00053965090661663563 0.00044228862263681894 -0.00062998381151105147 -0.00014909522533470982 0.00030295256325355198 0.00083255338571516747 0.00012649079292882421 -0.00082930460248407413 0.00039171896559087385 -0.00013949966091519658 -0.00052828690373194875 0.00082722412954385296 0.0010755266263911432 0.00086646570378434218 0.00012299730779438651
leaf_weight=0.0010740532465473114 0.0010564722453619861 0.0011096406611708068 0.0010491758161541567 0.001011004691661938 0.0018280296138840418 0.0013160414909792273 0.0011269036712401514 0.0013359446423923246 0.0010747591937474849 0.0010641046171286084 0.0010082007194612136 0.0012334058397955872 0.0010235288887473597 0.0010071093739154879 0.0010038240790517516 0.0010700859829775311 0.0012048814886202464 0.0010213018281974851 0.001081716869636754 0.0010176060039077672
leaf_count=592 332 36 91 141 369 546 144 142 62 219 167 131 99 89 263 38 210 40 168 31
internal_value=0 2.93448e-05 7.56637e-05 0.000112135 0.000148602 8.82595e-05 0.000126709 4.97831e-05 0.000445743 0.000125269 2.5029e-05 0.000111757 -3.18277e-05 -0.000217191 0.000347584 -1.47492e-05 0.000472759 0.000743343 0.000587022 0.000256662
internal_weight=0 0.0226437 0.0215873 0.0205381 0.0195271 0.0176991 0.0165894 0.0133664 0.00322296 0.0120305 0.00988468 0.00856864 0.00613036 0.00411833 0.00201202 0.0030948 0.00243829 0.00214821 0.00214582 0.00202472
internal_count=3910 3318 2986 2895 2754 2385 2349 2103 246 1961 1574 1028 687 257 430 158 341 184 387 120
is_linear=0
shrinkage=0.00157699


Tree=2733
num_leaves=18
num_cat=0
split_feature=403 453 403 160 12 13 2 12 12 13 42 0 15 1 52 16 457
split_gain=0.000163544 0.000142821 0.000157404 0.000133093 0.000302738 0.000173036 0.00019467 0.000189936 0.000184105 0.000181884 0.00017704 0.000162486 0.000118769 0.000200552 0.00010058 0.000157965 2.78506e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10150000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.51172499999999987 0.086545000000000025 0.097345000000000015 0.092365000000000017 -0.091229999999999992 0.088235000000000022 -0.13506999999999997 1.0000000180025095e-35 0.10113500000000002 0.071660000000000015 -0.057604999999999996 0.083925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 -5 7 14 9 -8 12 -2 13 16 15 -7 -11
right_child=1 -3 -4 5 -6 6 8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00065976964486619966 -0.00025541694257228662 -0.00060106198224485507 -0.00063059586597472787 -0.00054000610257238656 -0.0009486926332593833 -0.0009547051750368094 0.001202068271547887 0.00049383373854667949 -9.6632192675806048e-05 -0.00014121726578654876 0.0010503329759929425 0.00062289550027257135 -0.00029502907021551096 0.00098589268477262417 0.00022727458399897184 -0.00010430763548494849 0.00027460833308621407
leaf_weight=0.0012034415037167371 0.0015426485716460991 0.0011283576388133034 0.0010208434179998773 0.0010300364935763957 0.0011999565048056802 0.0010721234271538847 0.0010670066052275284 0.0015211618248676673 0.0019017960058643098 0.001024772906281393 0.0010508267713940965 0.0011667679872636562 0.0010113241678695317 0.0011780505781915675 0.0010640098050081065 0.0019275306206830807 0.0010074067206444215
leaf_count=930 106 96 264 45 717 163 120 98 339 174 98 177 82 134 107 222 38
internal_value=0 1.349e-05 4.85363e-05 8.54813e-05 -0.000206078 0.000162205 0.00021452 -4.14685e-05 0.000387996 0.000533383 0.000398057 0.000122815 0.000235692 0.000402886 -0.00024185 -0.000408253 6.49188e-05
internal_weight=0 0.0209146 0.0197863 0.0187654 0.00390937 0.014856 0.013826 0.00558483 0.00824118 0.00633939 0.00527238 0.00270942 0.00422155 0.00321023 0.00406366 0.00299965 0.00203218
internal_count=3910 2980 2884 2620 1000 1620 1575 590 985 646 526 283 428 346 492 385 212
is_linear=0
shrinkage=0.00177594


Tree=2734
num_leaves=14
num_cat=0
split_feature=2 12 12 51 159 4 3 1 16 52 15 13 43
split_gain=4.58496e-05 9.79096e-05 0.000167291 0.000123245 9.50721e-05 8.31468e-05 0.000132033 9.9044e-05 0.000194696 0.000204799 0.000112025 7.95045e-05 6.97141e-05
threshold=0.086545000000000025 0.097345000000000015 0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.49837999999999999 -0.100615 0.085110000000000005 -0.19424999999999998 -0.074484999999999982 0.088190000000000004 -0.083924999999999986 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7 10 -9 -10 11 -8 -4
right_child=4 -3 12 -5 5 6 7 8 9 -11 -12 -13 -14
leaf_value=0.0036877178595408834 -0.0029886035616919393 0.001964508542377202 -0.0064375994960363114 -0.0017114745913909529 -0.0025031521794191556 0.004497850110898231 -0.00036809099791707738 -0.0022587729088761753 0.00021261795130842633 0.0066483256349056542 0.001920854213109387 -0.0051874144969096215 -0.0020114165348439459
leaf_weight=0.0010188373472613151 0.0010973583247852426 0.0014119098970513944 0.001089111861779369 0.0016865577818971833 0.0010207891521930865 0.0015072388979396837 0.0010109908669001136 0.0012726179574603629 0.0014673810687441009 0.0015044704462353542 0.001177552854629671 0.0010466691077211875 0.0010499868815338899
leaf_count=81 340 195 813 230 128 263 246 180 164 148 334 497 291
internal_value=0 -0.000875716 -0.00170349 0.000321832 0.000436241 0.00081178 0.00118831 0.000521401 0.00175279 0.00347063 -0.00109413 -0.00281953 -0.00426499
internal_weight=0 0.0062564 0.00484449 0.0027054 0.0111051 0.0100077 0.00898692 0.00747968 0.00424447 0.00297185 0.00323521 0.00205766 0.0021391
internal_count=3910 1610 1415 311 2300 1960 1832 1569 492 312 1077 743 1104
is_linear=0
shrinkage=0.0122569


Tree=2735
num_leaves=18
num_cat=0
split_feature=1213 403 12 160 12 4 4 52 457 42 43 2 4 52 15 52 0
split_gain=0.000520012 0.000164732 0.000194719 0.000157459 0.000363701 0.000151935 0.000158393 0.000150756 0.000160064 0.000144934 0.000171124 0.000204285 0.000372949 0.0001416 0.000186775 0.00017168 0.000136373
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088325000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.04133499999999999 0.074650000000000008 0.14114500000000005 -0.0034949999999999994 -1.0000000180025095e-35 -0.15109999999999998 0.11339500000000001 0.15927500000000003 0.084240000000000023 -0.095799999999999982 -0.090304999999999983 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 -5 -10 -11 12 13 14 -12 -16 -17
right_child=1 2 -4 7 -6 6 -8 -9 9 10 11 -13 -14 -15 15 16 -18
leaf_value=-0.0012015362905966821 -0.00056065946113675663 -0.00010506787083473722 0.00087058857761816721 -0.00060551140218672596 -0.0011686668394381254 0.00068354482440572859 -0.0002396497343194628 0.0006535445971583082 -0.00036867513899991298 0.00077465375262478252 -0.00032584632811441451 -0.00043772168027527396 0.0010001827014589023 -0.0004414042791475574 -7.6074590859462137e-05 0.0011344688019053241 0.00027505768615501474
leaf_weight=0.0010291626917353315 0.0010123906617550693 0.0010329539569298709 0.0014091367452398751 0.0011011010967416921 0.0010610779944582767 0.0011275715721064143 0.0010418593531808518 0.0011839639785435905 0.0018591279290051258 0.0011338688994589922 0.0016172018478874412 0.0018461232749955375 0.0013789429085407983 0.0014759200163019237 0.0014826249899175976 0.001013416217582247 0.0011468356211694333
leaf_count=592 92 127 135 147 776 73 111 95 517 77 73 260 144 125 285 48 233
internal_value=0 3.99861e-05 0.000457906 -1.24006e-05 -0.000303233 -1.46275e-05 0.000240185 6.85735e-05 1.92973e-05 7.24064e-05 0.000146316 7.47927e-05 0.000191388 2.58177e-05 0.000156915 0.00037123 0.000678224
internal_weight=0 0.0219241 0.00244209 0.019482 0.0042429 0.00318182 0.00216943 0.0152391 0.0140552 0.0129541 0.0110949 0.00996106 0.00811494 0.006736 0.00526008 0.00364288 0.00216025
internal_count=3910 3318 262 3056 1052 276 184 2004 1909 1762 1245 1168 908 764 639 566 281
is_linear=0
shrinkage=0.00170698


Tree=2736
num_leaves=17
num_cat=0
split_feature=128 158 50 48 4 15 48 1374 49 48 42 133 43 0 4 1
split_gain=0.000203289 0.000175404 0.000239284 0.000288791 0.000210397 0.000214727 0.000189036 0.000167172 0.000162635 0.00024289 0.000220046 9.96217e-05 0.00017368 0.000161763 0.000140849 0.000357024
threshold=0.086435000000000012 0.084965000000000027 0.10119500000000002 0.12649500000000002 0.27020000000000005 -0.11739999999999999 0.093225000000000016 -0.049459999999999997 -0.085174999999999987 0.016865000000000002 -0.074124999999999983 0.087330000000000019 -0.074254999999999988 -0.069794999999999982 -0.078484999999999985 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 10 -10 12 13 -12 -14 -16
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11 11 -13 14 -15 15 -17
leaf_value=-0.00072915747583465708 -0.00083267376479137034 -0.0006448161859559737 -0.00075072755906048884 -0.00085889452261765262 0.00072673461979836762 -0.00061000377285153648 0.00084974498035266194 -0.00046097757322861464 0.00067842655744387935 0.00093826982820339111 -3.1242003263737801e-05 -0.00044679285969239594 -0.00051577004188171124 0.0009664634614902208 0.00064492614196996051 -0.00064690910566547212
leaf_weight=0.0010210801286346114 0.0010017740539819643 0.0012824975992734534 0.0011747689193419208 0.0010012211784982674 0.0019950503514312009 0.001087006975721839 0.0012008693552837532 0.0013634066988244794 0.0019439553654342712 0.0013912974318893443 0.0010272391569484743 0.0014758985985425035 0.0018530464067624533 0.0012062915542063769 0.0018330904540679325 0.0012141115071361286
leaf_count=184 266 397 416 86 306 63 125 142 303 127 210 428 447 63 252 95
internal_value=0 1.83481e-05 5.92607e-05 0.000107776 0.000159776 9.17078e-05 0.00014545 8.66968e-05 0.000143602 0.00021261 0.000116945 -9.83021e-06 8.05724e-05 0.000507602 -0.000114067 0.000130214
internal_weight=0 0.0220708 0.0207883 0.0196136 0.0186123 0.0166173 0.0155962 0.0143953 0.0133083 0.0119449 0.0105536 0.00860968 0.00713378 0.00223353 0.00490025 0.0030472
internal_count=3910 3644 3247 2831 2745 2439 2255 2130 2067 1925 1798 1495 1067 273 794 347
is_linear=0
shrinkage=0.00184769


Tree=2737
num_leaves=13
num_cat=0
split_feature=41 1 1 3 12 2 4 52 48 2 0 1
split_gain=5.04559e-05 4.71776e-05 8.54358e-05 8.2788e-05 0.000107066 7.0433e-05 0.000165283 9.6879e-05 8.19969e-05 4.7624e-05 4.14844e-05 3.48586e-05
threshold=0.078150000000000011 0.10113500000000002 0.092730000000000021 0.090325000000000003 0.090840000000000018 0.10393500000000001 0.05309500000000001 0.071660000000000015 0.083775000000000002 0.11635500000000001 -0.07883999999999998 0.084330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 7 8 11 -5 -9 -1
right_child=-2 3 -4 9 -6 -7 -8 10 -10 -11 -12 -13
leaf_value=-0.0051483785823775129 -0.0029534255860671236 0.0063569973906297391 -0.0036906783939041946 -0.0016633454101897963 0.00072330374585021613 -0.0025018910828171052 0.0052113802820591536 0.00034194522474879951 0.00043456812009220834 0.0016052109153866624 0.0040286591636628528 -0.0016289956059235011
leaf_weight=0.0010462146293507722 0.001024176394325684 0.0010118158470473655 0.001273272782422878 0.0019571464323722525 0.0015863328633315688 0.0016273270018868696 0.0011982558576580059 0.0012653443758802087 0.0019931314244183498 0.0014005429902714745 0.0010012232007490657 0.0010158199413314861
leaf_count=603 201 322 281 132 290 349 153 670 223 183 174 329
internal_value=0 0.000142738 -0.000406381 0.0011035 0.00291727 5.07814e-05 0.00060318 -0.000270283 -0.00152273 -0.000299981 0.0019705 -0.00341463
internal_weight=0 0.0163764 0.0104206 0.00595584 0.00259815 0.00914732 0.00751999 0.00632173 0.00405517 0.00335769 0.00226657 0.00206203
internal_count=3910 3709 2782 927 612 2501 2152 1999 1155 315 844 932
is_linear=0
shrinkage=0.0135326


Tree=2738
num_leaves=14
num_cat=0
split_feature=11 3 47 15 51 1 0 51 2 133 1 43 4
split_gain=4.40811e-05 4.98333e-05 6.60145e-05 0.000102648 6.95039e-05 0.00011674 0.000121152 6.81933e-05 6.29198e-05 0.000116543 6.27756e-05 5.77121e-05 4.8191e-05
threshold=0.08184000000000001 -0.10628499999999998 0.087850000000000025 -0.10469999999999999 -0.07174999999999998 0.099595000000000017 -0.14136999999999997 0.087505000000000013 0.10393500000000001 -0.0023199999999999996 0.07585500000000002 -0.077544999999999989 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 -3 7 -7 8 9 -6 -1 -11 -5
right_child=-2 2 3 12 5 6 -8 -9 -10 11 -12 -13 -14
leaf_value=6.4019690937361034e-05 -0.0032465893283901686 -0.0029913903198216119 -0.0061234919005895951 0.0025577691376926517 -0.0028604455601556212 0.00083007899172683633 0.0083033944859728231 -0.0040233029074781112 -0.0030962464634986565 0.0051876471470642714 0.0055042459592296476 0.00088501290700568076 -0.00245885725350108
leaf_weight=0.001350049720568125 0.0010949842359863791 0.00140237410419771 0.0011872750555590615 0.0010030814947876443 0.001285172338726946 0.0013590510902935643 0.0010435702355484919 0.0010486686768416305 0.0010506568382024507 0.0016472407858703093 0.0010082769217834011 0.0017491525534316099 0.0010844436197947616
leaf_count=132 224 475 189 160 652 146 357 243 186 436 166 455 89
internal_value=0 0.00017315 -0.000204024 -0.00225086 0.000429176 0.000951515 0.00407609 -0.000155591 0.000551979 0.00137073 0.00238993 0.00297178 -4.83066e-05
internal_weight=0 0.016219 0.0138607 0.0032748 0.0105859 0.00918351 0.00240262 0.00678089 0.00573222 0.00468157 0.00235833 0.00339639 0.00208753
internal_count=3910 3686 3388 438 2950 2475 503 1972 1729 1543 298 891 249
is_linear=0
shrinkage=0.0164962


Tree=2739
num_leaves=13
num_cat=0
split_feature=4 1 16 2 40 47 13 403 16 16 16 15
split_gain=4.66251e-05 5.20643e-05 5.01978e-05 7.39676e-05 0.000145183 0.0001071 0.000110954 0.000136801 0.000117074 0.000142938 0.000147921 7.08851e-05
threshold=0.27020000000000005 0.11198000000000001 -0.30307999999999996 0.10910500000000002 -1.0000000180025095e-35 0.09550500000000002 0.049070000000000009 0.03138500000000001 -0.09601999999999998 -0.03800499999999999 0.032820000000000009 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 -6 -10 -11 -5
right_child=1 -3 3 11 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0028753448544182381 -0.00036123717998309335 0.0041466563297217034 -0.0057111412179671932 -0.00031050277119327817 0.0031723118898838625 0.0038687653097207756 -0.0047734086541042463 0.0043816909860409274 -0.0057813144355525897 0.003272702600086541 -0.003717575677600509 0.0050390434769247488
leaf_weight=0.0016313449351931285 0.0011636774158493579 0.0012177901082412715 0.0011404768948071924 0.0011189145234904371 0.0012520981907227276 0.0014424906282378561 0.0012713443312047344 0.0014005099983816355 0.0015786125797880501 0.001477553541924817 0.0013413693686066255 0.0011840997530047368
leaf_count=171 137 335 194 258 191 235 298 258 762 519 356 196
internal_value=0 0.00194392 -0.000353239 -4.17162e-05 -0.000565848 3.5145e-05 -0.000629395 0.00011789 -0.00093908 -0.00210971 -5.35839e-05 0.00243998
internal_weight=0 0.00238147 0.0148388 0.0132075 0.0109045 0.00976398 0.00832149 0.00705014 0.00564963 0.00439754 0.00281892 0.00230301
internal_count=3910 472 3438 3267 2813 2619 2384 2086 1828 1637 875 454
is_linear=0
shrinkage=0.01524


Tree=2740
num_leaves=19
num_cat=0
split_feature=1213 1456 453 11 4 0 403 42 4 4 49 3 43 1 3 0 42 0
split_gain=0.000423251 0.000404809 0.000265016 0.00025545 0.000278553 0.000193356 0.00025116 0.000175104 0.000242606 0.000136866 0.000131849 0.000228675 0.000248695 0.000248448 0.000207503 0.000171787 9.36345e-05 6.23405e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.18055000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.23071499999999998 -0.082509999999999986 -0.081629999999999994 -0.078669999999999976 -0.074254999999999988 0.11215000000000001 0.092005000000000017 -0.10209999999999998 0.083725000000000008 -0.082194999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9 -10 16 -12 -13 14 15 -14 -11 -8
right_child=1 2 -4 -5 -6 -7 17 8 9 10 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0011479728563368449 -0.0010533300132110656 -0.00052930853133789147 -0.00079691381662254303 -0.00074172837425249378 0.00083797020918095603 0.00085066748218692921 0.00032966401340625643 -0.00051901990305330836 0.00074357537678159194 0.00011251586031353568 -0.00074584366521171811 0.00081545260164647107 -0.00072368943112252507 -0.0007916460401703625 0.00063171562135080374 0.00029185902957961171 0.00087495339571447435 0.00094943793725357447
leaf_weight=0.0010061126931714915 0.0010379465855569993 0.0018909073231606387 0.0010284064717341881 0.0010134247630570045 0.001801177577382909 0.0010299772115949643 0.0010250174222434516 0.0019812599201806348 0.0011262447281786643 0.0010311391028842111 0.0011615496679822411 0.0012639033519952353 0.0010471303378984942 0.0011462430739734852 0.0016194878168587223 0.00105427932224424 0.0010013977131259899 0.0010224757989304436
leaf_count=592 332 554 91 141 369 28 125 187 131 93 552 183 45 70 47 194 93 83
internal_value=0 2.9619e-05 8.253e-05 0.000127269 0.000173132 0.000104314 5.73577e-05 -2.58095e-05 5.07688e-05 0.000158783 8.81548e-05 -2.33306e-05 0.000113552 -6.87178e-05 0.000153984 -0.000214188 0.000488156 0.000639166
internal_weight=0 0.022282 0.021244 0.0202156 0.0192022 0.017401 0.016371 0.0143235 0.0124326 0.0104514 0.00932513 0.00729259 0.00613104 0.00486714 0.0037209 0.00210141 0.00203254 0.00204749
internal_count=3910 3318 2986 2895 2754 2385 2357 2149 1595 1408 1277 1091 539 356 286 239 186 208
is_linear=0
shrinkage=0.00177594


Tree=2741
num_leaves=14
num_cat=0
split_feature=484 42 15 12 1 1 160 0 2 4 43 12 12
split_gain=4.71928e-05 5.37895e-05 8.1997e-05 0.000155488 8.77968e-05 0.000119983 0.00012095 0.000133698 0.000294067 8.71953e-05 6.80595e-05 6.27681e-05 5.4435e-05
threshold=-0.0043499999999999988 0.10269500000000001 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 0.086560000000000012 -0.08044999999999998 -0.19631499999999999 0.094825000000000007 -0.41745999999999994 -0.074254999999999988 0.091735000000000025 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 -6 -7 -8 10 -2 -9 -5 -11
right_child=1 -3 3 11 5 6 7 8 -10 12 -12 -13 -14
leaf_value=-0.0026798119081721766 0.0023161094164965671 -0.002803454807030334 -0.0047903247869381747 0.0030495862543607776 0.0061992606696087095 -0.0030759256314830006 -0.0013433977167908451 0.0032981344679513074 0.0091228095971100202 -0.00021200666634398771 -0.0012292926923798872 -0.0016157992034086712 -0.0047292120394526243
leaf_weight=0.0012387587866637016 0.0010789280861908043 0.0011192501264098405 0.0015646692859132448 0.0012746650687604499 0.0010728055675972986 0.0011282563612983855 0.0016770505523571724 0.0011869804888783515 0.0012247047631031719 0.0010004666929051536 0.0014774491255103094 0.0010364799363382603 0.0011217262294196994
leaf_count=612 43 402 409 395 105 166 100 191 343 234 155 315 440
internal_value=0 0.00017289 0.000397306 -0.00136302 0.00101934 0.00182801 0.0011275 0.00197953 0.00341242 -0.000942817 0.000787637 0.000957299 -0.00259966
internal_weight=0 0.0159634 0.0148442 0.00387581 0.0109684 0.00776725 0.00669444 0.00556618 0.00388913 0.00320112 0.00266443 0.00231115 0.00212219
internal_count=3910 3298 2896 1119 1777 1060 955 789 689 717 346 710 674
is_linear=0
shrinkage=0.0140794


Tree=2742
num_leaves=19
num_cat=0
split_feature=1213 4 0 48 47 2 14 48 1 15 48 12 4 151 52 1 3 3
split_gain=0.000422256 0.000203959 0.000324384 0.000215099 0.00021344 0.00016237 0.000184399 0.000258027 0.000485263 0.000165603 0.000155098 0.000150086 0.000215704 0.000175942 0.000171955 0.00014846 0.000147506 0.00014343
threshold=-1.0000000180025095e-35 -0.51381999999999983 -0.017269999999999997 -0.086624999999999994 0.13177500000000003 0.097940000000000013 -0.13131999999999996 0.12474000000000002 0.10420500000000001 0.088190000000000004 0.092065000000000022 -1.0000000180025095e-35 -0.0037349999999999992 -0.0074049999999999993 0.071660000000000015 0.095575000000000007 -0.08323499999999999 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 -7 8 -8 10 11 -5 14 -14 -13 -15 -11 -4
right_child=1 2 17 4 -6 6 7 -9 -10 16 -12 12 13 15 -16 -17 -18 -19
leaf_value=-0.0010617142572669994 -0.00062912479630233972 -0.00074264494344316657 0.00025531631798279787 -0.00062957271151902947 -0.00068861621884802051 -0.0002221322557633677 0.00011426157521516983 -0.00023652404286997623 0.0014262277381354243 -6.5180390661584228e-05 -0.00073823997113501173 -0.00076667689526270001 0.00084886741511703764 -0.00029599993790796941 0.00012418908854806526 0.0005107613690031234 0.00081598140623799541 0.0010041920031292266
leaf_weight=0.0010321312453181559 0.0012303161220882609 0.0010597581494733435 0.0015920559239398606 0.0010947316073102757 0.0010721212646818681 0.0013620168367733448 0.0017008363817543511 0.0010418123594237994 0.0014736841847013925 0.0010619524327216689 0.0010805974187209078 0.0012803822201271934 0.0011255624493515803 0.0014613330922219146 0.0011534420727611835 0.0011349666283826942 0.0010662654858167872 0.0013020745841666971
leaf_count=592 79 81 212 156 63 99 419 59 232 194 157 466 63 240 240 86 320 152
internal_value=0 3.31909e-05 7.18765e-05 -1.10093e-05 3.43074e-05 8.26353e-05 0.000313209 0.000486142 0.000723306 -4.03393e-05 -0.000146771 -5.86189e-05 4.29199e-05 0.000296248 -0.000344476 5.6674e-05 0.000376293 0.000592237
internal_weight=0 0.0222939 0.0210636 0.0181695 0.0171097 0.0160376 0.00557835 0.00421633 0.00317452 0.0104592 0.00833102 0.00725042 0.00615569 0.00372186 0.00243382 0.0025963 0.00212822 0.00289413
internal_count=3910 3318 3239 2875 2794 2731 809 710 651 1922 1408 1251 1095 389 706 326 514 364
is_linear=0
shrinkage=0.00167351


Tree=2743
num_leaves=17
num_cat=0
split_feature=0 16 403 47 123 48 50 12 48 1 1 2 13 16 2 16
split_gain=0.000149287 0.000136038 0.000196148 0.000184322 0.000113809 0.00013901 0.000170776 0.000108519 0.000194236 0.000157541 0.00029886 0.000101654 0.00010239 0.000123998 0.000130418 0.000109385
threshold=0.18055000000000002 0.31524000000000002 -1.0000000180025095e-35 0.10843500000000002 1.0000000180025095e-35 0.12738500000000003 0.088560000000000014 -1.0000000180025095e-35 0.097140000000000018 0.11198000000000001 0.092550000000000007 0.080080000000000012 -0.098524999999999988 -0.19424999999999998 0.087005000000000013 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -4 9 10 11 -9 -13 -14 -15 -16
right_child=-2 3 4 -5 -6 -7 -8 8 -10 -11 -12 12 13 14 15 -17
leaf_value=-0.00076677095300610812 0.00064782636538069575 -0.00095142033770252298 -0.00041694787832388333 6.7306166250565095e-05 0.00055900379782846798 -0.00061041533381379497 -0.00055118217437641868 0.00068776909021528226 0.00085790206778285714 0.0006213173733812514 -0.00062272446232200756 0.00055695071828916378 -0.00056373589770292902 0.00046785948459182543 0.00029875845843420297 -0.00047455388883822314
leaf_weight=0.0010289785977373551 0.0010571159067731773 0.0012131601305035251 0.0011619409063017049 0.0011216338482950006 0.0013175288970931022 0.0011197784720519679 0.001401685349607309 0.0010496135143201381 0.0011902495738656269 0.0015703786237486342 0.0019929773344116719 0.0012186604106865445 0.0011120255679450347 0.001920089721315953 0.0010106397587675328 0.0014779719475721553
leaf_count=900 44 316 166 72 292 93 475 133 118 147 190 72 90 225 100 477
internal_value=0 -4.99073e-05 1.90088e-06 -0.000462025 4.69857e-05 5.41054e-06 5.10598e-05 0.000112656 0.000161719 8.87267e-05 3.22563e-06 0.000163388 8.17192e-05 -2.31848e-05 0.000113161 -0.000160507
internal_weight=0 0.0209073 0.0185725 0.00233479 0.0175435 0.016226 0.0151062 0.0137045 0.0125426 0.0113524 0.00978198 0.007789 0.00673939 0.00552073 0.0044087 0.00248861
internal_count=3910 3866 3478 388 2578 2286 2193 1718 1552 1434 1287 1097 964 892 802 577
is_linear=0
shrinkage=0.00181146


Tree=2744
num_leaves=18
num_cat=0
split_feature=403 453 4 403 15 403 160 1 48 52 4 16 3 0 3 0 12
split_gain=0.000123182 0.000132336 0.000149865 0.00014353 0.000140837 0.000118305 0.000168411 0.000198289 0.000154015 0.000147081 0.000137594 0.000201792 0.000148996 9.86851e-05 0.000135881 0.000134595 9.07745e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 0.09389500000000002 -0.10469999999999999 0.03138500000000001 -1.0000000180025095e-35 0.090540000000000023 0.094800000000000009 -0.27466499999999994 -0.0025899999999999994 -0.057604999999999996 0.045635000000000002 -0.11756999999999999 -0.080884999999999985 -0.15291499999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 -8 12 -12 16 15 -15 -4 -11
right_child=1 -3 13 -5 5 -7 8 -9 -10 10 11 -13 -14 14 -16 -17 -18
leaf_value=-0.00054060837245953753 -0.00057610197132447526 -0.00055214072470579896 0.00043440700504951559 -0.00064255516713267961 -0.00091691697026347507 0.00052912068026869348 -0.00051378624558172587 8.7697968837650118e-05 0.00062627415562769185 0.00089222207173453782 -0.0006295500809063749 0.00029997477568268892 -0.00015634367375066911 0.0001830321548751459 0.00097631059411575224 -0.00038635020254341855 0.00026464344746445287
leaf_weight=0.001167087249899299 0.0010533072076069098 0.0010787414430128974 0.0012202127522530307 0.0010077568015643282 0.0010915458890220732 0.0013495410065332827 0.0012402357350625812 0.0011095836982251694 0.0013532555949670871 0.0011610035431437408 0.001356107524526029 0.0012635268469341435 0.0012648001592887592 0.0013298480359750391 0.001109078777919418 0.0010335418225421167 0.0014536877487162231
leaf_count=930 179 96 117 275 524 134 306 185 112 128 76 96 57 119 213 81 282
internal_value=0 1.83604e-05 5.00881e-05 -3.30113e-05 1.18372e-05 6.08181e-05 4.85855e-06 -0.000410493 0.000105406 1.43308e-05 0.000115112 -0.000181213 0.000315206 0.000310477 0.000543768 5.80187e-05 0.000543308
internal_weight=0 0.0204758 0.019397 0.0147044 0.0136966 0.0126433 0.0112937 0.00220113 0.00909262 0.00773936 0.00649913 0.00261963 0.00387949 0.00469268 0.00243893 0.00225375 0.00261469
internal_count=3910 2980 2884 2354 2079 1900 1766 709 1057 945 639 172 467 530 332 198 410
is_linear=0
shrinkage=0.00167351


Tree=2745
num_leaves=14
num_cat=0
split_feature=41 42 3 40 2 3 403 150 12 43 3 1 16
split_gain=5.05876e-05 5.00081e-05 8.03627e-05 0.000102963 9.196e-05 0.000197578 7.91095e-05 7.60002e-05 8.40216e-05 0.000125024 8.05391e-05 5.28123e-05 4.51402e-05
threshold=0.078150000000000011 -1.0000000180025095e-35 -0.11266 -0.0063949999999999988 0.11230000000000001 0.11265500000000002 0.03138500000000001 0.09202500000000001 0.094045000000000004 -0.073139999999999983 0.084925000000000014 0.11368000000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 7 -1 8 9 -5 12 -6 -11
right_child=-2 2 3 4 11 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0037740706143760531 -0.0032072876611691048 0.0033245589574705265 0.003965692763774677 0.0042931686079969566 -0.0054031042120931509 0.0063835578754238712 0.0013095916090690688 -0.0042665648479246051 -0.0037612734120680497 -0.0046927494440912728 0.0020131770676053481 -0.00099176261650040409 -0.00035136737256459772
leaf_weight=0.0015766788559918388 0.0010146559914470171 0.0018941095846832382 0.0012961777227824588 0.0015664187777405343 0.0010501255941774623 0.0010123089394883412 0.0011257980131188575 0.0010051995294305255 0.0010145968987141174 0.0010369520417213519 0.001400827196699872 0.0013071757986300864 0.0010187860008560702
leaf_count=807 201 236 303 561 177 91 215 159 308 322 139 164 227
internal_value=0 0.000163685 0.000525269 7.2425e-05 -0.000412225 0.000332473 -0.00165632 -0.000537293 8.35952e-05 0.000860223 -0.000695491 -0.00295692 -0.00254124
internal_weight=0 0.0163052 0.0136027 0.0117086 0.0104124 0.00805509 0.00270248 0.00704278 0.00603758 0.00502298 0.00345657 0.0023573 0.00205574
internal_count=3910 3709 2687 2451 2148 1807 1022 1716 1557 1249 688 341 549
is_linear=0
shrinkage=0.0146482


Tree=2746
num_leaves=20
num_cat=0
split_feature=1213 1456 453 11 4 403 42 0 160 43 3 3 52 48 48 0 1 13 43
split_gain=0.00048658 0.000379236 0.000256699 0.000204006 0.000238785 9.19471e-05 0.000157222 0.000238054 0.00021126 0.000286791 0.000218527 0.000213234 0.000153656 0.000106714 0.000129829 0.000163762 0.000114898 9.12706e-05 6.313e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 0.27608500000000008 0.03138500000000001 -1.0000000180025095e-35 -0.045139999999999993 -1.0000000180025095e-35 -0.044024999999999988 0.084925000000000014 -0.076734999999999984 0.048490000000000012 0.097140000000000018 0.087945000000000009 -0.14012999999999998 0.092550000000000007 -0.0030249999999999995 0.079060000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 10 11 -8 12 -10 14 15 -11 18 -7 -17
right_child=1 2 -4 -5 -6 17 8 -9 9 13 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0012779782666878527 -0.0011234274555085005 -0.0011206161196753296 -0.00090744552460051385 -0.00076936291345081249 0.00062380374038738088 0.00062384257005547179 -0.0010925186636756871 5.1209885274234626e-05 -0.00022240433617213331 0.00041530278176796654 2.8956731213410088e-05 0.0011063450549960913 0.00064508715686995162 0.00032042999606484189 -0.00074592950073707181 -0.00035797053657068333 -0.00074095610215321468 -8.6819618145610202e-05 0.00018228189890279843
leaf_weight=0.0011152958753957677 0.0010487669970257662 0.0010165528017364554 0.0010173741573651354 0.0010257030994871809 0.0016932783167855512 0.0011044342415123254 0.0010133169370900958 0.0010040585147209598 0.0012517807137399084 0.0013225298021439756 0.0010117716169280033 0.0010722817595744021 0.0011338277213475134 0.001308726595355969 0.0011057885632728692 0.0012424268300869181 0.0011199999207494038 0.0010064226756499031 0.0012790266016456386
leaf_count=592 332 521 91 141 369 118 539 36 200 53 97 197 39 71 56 199 114 97 48
internal_value=0 -0.000121984 -7.13175e-05 -2.81632e-05 1.25219e-05 -4.83899e-05 -9.56789e-05 -0.000538326 -2.61365e-05 6.84375e-05 -0.000532209 0.000474084 0.000189895 -0.000121666 -0.000216988 -9.91601e-05 -0.000286007 0.00028501 -8.39233e-05
internal_weight=0 0.0217781 0.0207293 0.0197119 0.0186862 0.0169929 0.0148821 0.00202061 0.0128615 0.0108364 0.00202509 0.00345789 0.00238561 0.0073785 0.00606977 0.00496398 0.00364145 0.00211086 0.00252145
internal_count=3910 3318 2986 2895 2754 2385 2170 557 1613 977 636 436 239 541 470 414 361 215 247
is_linear=0
shrinkage=0.00170698


Tree=2747
num_leaves=19
num_cat=0
split_feature=1456 403 11 403 3 124 40 42 13 0 3 52 151 2 2 4 16 3
split_gain=0.000276343 0.000206326 0.000199936 0.00015861 0.00015112 0.000144681 0.000174436 0.000184418 0.000157753 0.000197957 0.000385965 0.000180529 0.000247992 0.000182882 0.000271114 0.00017436 0.000148598 1.56209e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.10150000000000002 -0.15121499999999996 -0.048219999999999992 -0.062739999999999976 -0.088669999999999985 -0.098524999999999988 -0.053834999999999994 -0.086589999999999986 0.024145000000000003 -0.044604999999999992 0.11203000000000002 0.090545000000000014 0.05309500000000001 -0.019979999999999994 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 16 10 -10 12 -12 14 15 -14 -9 -13
right_child=1 2 -4 -5 5 6 7 8 9 -11 11 17 13 -15 -16 -17 -18 -19
leaf_value=-0.00097056675439561614 -0.00071662730832876308 0.0007344756644876195 -0.00071786273737861725 -0.00059529478415495279 0.00063662813919984661 -0.00063890307523012206 0.0006565295916962509 0.00090068830152034739 -0.0010447792666023041 -0.00070167842007102577 -0.00080903992926302786 0.00047210372815433335 -0.00032058398421165531 -0.00050230886602927209 0.001027978243896748 0.00057990490461783822 -3.971228866500969e-05 0.00079563151428673363
leaf_weight=0.0010012954696216455 0.0012235521316108977 0.001367011191725327 0.001062589796184058 0.0010494296239519493 0.001550595672130623 0.0011778186532765316 0.0017884675173689022 0.0012371613792915709 0.0010213472577933471 0.001455007499668909 0.0010640995576703767 0.0010001263184769016 0.0018741305410811824 0.0011192485287060405 0.0013389200383020772 0.0012067847058355174 0.0010696063528090527 0.0010385930368226326
leaf_count=369 888 149 141 264 272 125 164 140 181 185 184 291 245 73 107 35 65 32
internal_value=0 2.13334e-05 6.34853e-05 0.000104267 0.000142288 9.71687e-05 4.61365e-05 9.91719e-05 2.49213e-05 -6.631e-05 2.93582e-05 0.000156306 7.91699e-06 0.000164861 0.00033381 3.21347e-05 0.000464642 0.00063692
internal_weight=0 0.0226445 0.0214209 0.0203583 0.0193089 0.0179419 0.0163913 0.0152135 0.013425 0.0111183 0.00966325 0.0086419 0.00660318 0.00553908 0.00441984 0.00308092 0.00230677 0.00203872
internal_count=3910 3541 2653 2512 2248 2099 1827 1702 1538 1333 1148 967 644 460 387 280 205 323
is_linear=0
shrinkage=0.00184769


Tree=2748
num_leaves=19
num_cat=0
split_feature=1456 128 4 133 4 1186 15 15 43 43 52 151 2 1 1375 0 1 133
split_gain=0.00032359 0.000224032 0.000147214 0.000176186 0.000344546 0.000186911 0.000200982 0.000215014 0.00013843 0.000271031 0.000136054 0.000150789 0.000252271 0.000336327 0.000189224 0.000119417 7.94513e-05 7.80385e-05
threshold=-1.0000000180025095e-35 0.086435000000000012 -0.51381999999999983 0.065880000000000008 -0.082054999999999975 0.081240000000000021 0.05377500000000001 0.090325000000000003 -0.079109999999999986 -0.066289999999999988 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019 0.11183500000000002 -0.010004999999999998 -0.10209999999999998 0.11198000000000001 0.092000000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 -4 -10 11 -11 15 14 -14 -13 -12 -6
right_child=1 -3 3 4 17 -7 7 -9 9 10 16 12 13 -15 -16 -17 -18 -19
leaf_value=-0.00098633656401161821 -0.00053257597429024427 -0.00078032180012575184 -0.00036159386603961996 0.0011101367773901465 0.0003056975122606155 0.00074187930925300057 -0.00098917150840513381 -4.9549329461738852e-05 0.00097574043701193045 -0.00058212340391931839 0.00010139211871509229 -0.00083867377466569364 0.001282998368128349 -0.00041466323736234713 0.00028274808350241146 -3.4441511127363325e-05 0.00076676807621183581 -0.00033485795509466431
leaf_weight=0.0010123367037361891 0.0012066181223406398 0.0010119688616023912 0.0019247419252648159 0.001419612787018458 0.0013050664764365327 0.0010075442203949505 0.0012439459182350685 0.0018161444075080815 0.0010721565108979857 0.0013799057952008772 0.0010945714161283565 0.0010093115343936532 0.001050848772133242 0.0011506947974404486 0.0012617730491480015 0.0012564787174670286 0.0010816323361498292 0.001032901030208522
leaf_count=369 71 247 295 182 404 100 412 351 114 163 129 47 23 115 249 93 67 479
internal_value=0 2.01161e-05 5.81202e-05 9.35672e-05 0.000433536 1.5434e-05 -3.22727e-05 -0.000431512 6.71977e-05 0.000146881 5.11737e-05 -6.54357e-05 5.90131e-05 0.00035453 0.000737259 -0.000392692 0.000432102 2.27037e-05
internal_weight=0 0.0223259 0.0213139 0.0201073 0.00375758 0.0163497 0.0153422 0.00306009 0.0122821 0.0103574 0.00928522 0.00710901 0.00572911 0.00346332 0.00231262 0.00226579 0.0021762 0.00233797
internal_count=3910 3541 3294 3223 1065 2158 2058 763 1295 1000 886 690 527 387 272 140 196 883
is_linear=0
shrinkage=0.00174112


Tree=2749
num_leaves=13
num_cat=0
split_feature=150 3 11 151 15 52 133 13 2 15 12 15
split_gain=4.84375e-05 0.000106961 8.95448e-05 7.50792e-05 7.00073e-05 8.14359e-05 0.000121295 0.000126493 0.000132606 0.00010211 0.000110397 8.31532e-05
threshold=0.084800000000000014 0.094625000000000015 0.077165000000000025 -0.03268999999999999 -0.24219999999999997 0.11401500000000002 -0.090054999999999982 -0.091229999999999992 0.099370000000000014 -0.017214999999999998 0.084100000000000022 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 -8 9 11 -11 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 -13
leaf_value=-0.0030508594940744276 -0.00068049776357036738 0.0046002554115708366 -0.0040701147050109304 0.0038276414090796774 -0.0038307523195981641 -0.0032263959028100875 0.0042137156506229156 0.0014648124262243375 -0.0043814768796785076 0.0057850059898378039 0.00034632334862848572 -0.0041384209822417691
leaf_weight=0.0014841789276163831 0.0018171680949309972 0.0013073292618369647 0.0012102256525458087 0.001023781439545954 0.0011510597426949093 0.001373636095365457 0.0019172969686078881 0.0010421919384155411 0.001090389336974377 0.0012979199194299053 0.001720628914733062 0.001057966838110139
leaf_count=350 348 110 252 249 405 468 136 87 313 167 696 329
internal_value=0 0.00152904 -0.000405193 -6.81334e-05 0.000311048 -2.69661e-05 0.000446747 0.00105263 7.65258e-05 0.00102617 0.00268486 -0.00135785
internal_weight=0 0.0031245 0.0143693 0.0131591 0.0116749 0.0106511 0.00927745 0.00812639 0.0062091 0.00511871 0.00301855 0.00210016
internal_count=3910 458 3452 3200 2850 2601 2133 1728 1592 1279 863 416
is_linear=0
shrinkage=0.0140794


Tree=2750
num_leaves=18
num_cat=0
split_feature=0 1186 1 2 2 133 147 52 52 51 0 48 2 4 16 4 0
split_gain=0.000151783 0.000187805 0.000183919 0.000191291 0.000375273 0.000190821 0.000186479 0.000169454 0.000136763 0.000229829 0.000125122 0.000223943 0.000174318 0.000455325 0.000124138 0.00025708 0.000123724
threshold=0.18055000000000002 0.081240000000000021 0.076710000000000014 0.10393500000000001 0.097360000000000016 0.083815000000000014 0.087265000000000023 -0.27466499999999994 -0.091329999999999981 -0.07742499999999998 -0.10575999999999998 0.084905000000000022 0.113945 0.0057500000000000008 -0.088504999999999986 -0.077679999999999985 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -4 -9 -10 11 16 13 -13 -12 -16 -11
right_child=-2 -3 6 -5 -6 -7 -8 8 9 10 14 12 -14 -15 15 -17 -18
leaf_value=-0.00082846553767224615 0.00063187973933685434 0.00069613924075162569 -0.00064793123371401204 -0.00095879606052420472 0.0007227293243810502 6.9586499365373097e-07 0.00076053031576705957 0.00055530135891018295 -0.00080005777016966856 0.0010569056005561731 -0.00073290554771612696 -0.00054349810508612069 -0.0006690408508355088 0.0010338207929164814 0.00058685162273824649 -0.00047702324678351678 0.00026395507889849588
leaf_weight=0.0019854194288343487 0.0010887263946627963 0.001019797152364498 0.0012774067797578234 0.0012723586172249859 0.0011037311258788318 0.0015657648640355062 0.0010050290980056073 0.0013947410300425645 0.0011130434772349011 0.0011171320780447207 0.0010055090501545913 0.0012367247426722794 0.0010876144867278392 0.0010824163938654152 0.0012790867412565722 0.0016284200746674478 0.0013963322428352
leaf_count=762 44 115 196 330 153 657 142 199 115 95 251 69 73 46 206 368 89
internal_value=0 -4.77509e-05 -8.46652e-05 -0.000348557 -0.000181757 -0.000462877 2.22973e-05 -3.21837e-05 3.15517e-05 -3.51829e-05 5.13948e-05 0.000214262 -8.2422e-05 0.000192686 -0.000195017 -8.99743e-06 0.000616389
internal_weight=0 0.0215705 0.0205507 0.00592727 0.00465492 0.00355118 0.0146235 0.0136184 0.012341 0.0109463 0.00983324 0.00592022 0.00340676 0.00231914 0.00391302 0.00290751 0.00251346
internal_count=3910 3866 3751 1902 1572 1419 1849 1707 1511 1312 1197 372 188 115 825 574 184
is_linear=0
shrinkage=0.00177594


Tree=2751
num_leaves=20
num_cat=0
split_feature=1213 1456 13 453 11 1374 0 48 49 3 13 42 39 4 403 1 4 2 15
split_gain=0.000495371 0.000346247 0.000224332 0.000236578 0.000206581 0.000208323 0.000215278 0.000214167 0.000248355 0.000262713 0.000211903 0.000158677 0.000158168 0.000202067 0.000178033 0.000160254 0.000139086 0.000125757 0.000119479
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.52445999999999982 1.0000000180025095e-35 0.088315000000000018 -0.094679999999999986 -0.23029999999999998 0.088875000000000023 -1.0000000180025095e-35 -0.076234999999999983 -0.094679999999999986 0.084685000000000024 0.005105000000000001 -0.23071499999999998 0.03138500000000001 0.095575000000000007 -0.08100499999999998 0.097940000000000013 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 9 -8 17 -9 13 -12 15 16 -15 -10 -17
right_child=1 2 3 -5 -6 6 7 11 10 -11 12 -13 -14 14 -16 18 -18 -19 -20
leaf_value=-0.0012832969021128254 -0.0010144961006478812 -0.00071492879506348085 -0.00050421884047617224 -0.00075288849533779124 -0.00064978754891661591 0.00097970339970895968 8.0412941450447022e-05 0.00029558990325450577 0.00034232026292090918 -0.0011360024519467685 -0.00068445352661853785 0.0011963145185441022 0.00071679559094544622 0.00014672520404513108 0.00070838397667004815 -0.00019229438320836996 -0.00074160108649869898 0.0012267254469212762 0.00063522424713341366
leaf_weight=0.0010646122679327579 0.0010758703394500363 0.001196889137042737 0.0013488679470374789 0.001042496224442079 0.0010438382077424179 0.0013774963087795833 0.0015494173916068598 0.0016427064799819533 0.0012716047060555942 0.0010634849974238206 0.0012791696388552544 0.0012037364245624724 0.0012743612961977529 0.0010851542753790551 0.0014854778354699838 0.001041653290042889 0.001479671125779871 0.0010365944035330178 0.0015299300490811962
leaf_count=592 332 55 68 91 140 82 256 219 108 159 103 153 175 293 148 66 648 76 146
internal_value=0 3.04535e-05 7.94342e-05 0.000123136 0.000167227 0.000210585 0.000263213 0.000204961 0.000109746 -0.000414684 0.000229071 0.000676499 0.000100666 1.29032e-06 0.000133758 -3.24276e-05 -0.000365758 0.0007395 0.000300027
internal_weight=0 0.0240284 0.0229525 0.0217557 0.0207132 0.0196693 0.0183205 0.016943 0.0140965 0.0026129 0.0114836 0.00284644 0.00917542 0.00790106 0.00662189 0.00513641 0.00256483 0.0023082 0.00257158
internal_count=3910 3318 2986 2931 2840 2700 2632 2550 2178 415 1763 372 1579 1404 1301 1153 941 184 212
is_linear=0
shrinkage=0.00188464


Tree=2752
num_leaves=19
num_cat=0
split_feature=1213 1456 453 4 0 43 403 4 1374 0 1 4 52 43 12 1 0 1
split_gain=0.000542553 0.000336399 0.000265242 0.00021025 0.000200704 0.000167722 0.000166641 0.000154757 0.000184333 0.000213038 0.000242517 0.000174401 0.000226372 0.000145311 0.000227808 0.000192418 0.000215963 0.000124451
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.51381999999999983 0.14676000000000003 -0.34918499999999997 0.03138500000000001 -0.065054999999999988 -0.094679999999999986 -0.230625 0.12811000000000003 -0.0017649999999999999 -0.087094999999999992 -0.053009999999999995 0.092365000000000017 0.11235500000000002 -0.10209999999999998 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 17 -9 -10 11 12 -11 14 -13 16 -15 -7
right_child=1 2 -4 4 -6 6 -8 8 9 10 -12 13 -14 15 -16 -17 -18 -19
leaf_value=-0.0012657661785711795 -0.00095430454579315341 -0.00057898526779638182 -0.00079889436033357794 -0.00055930439817292036 0.00089454435924141281 0.00014922264926874081 0.00066701667906627856 -0.0004431281556842469 0.0010325365615321633 -7.6676902697083758e-05 0.00085257393825897499 0.00075782916897894034 0.0010978681469795853 -0.0010269763303997613 -0.00035396916989724638 0.00034044101897489878 -5.8836065011618603e-05 -0.00056503641126964311
leaf_weight=0.0010591973473061218 0.0010360735634364028 0.0012569985753711167 0.0010285657751698532 0.0010625693015016693 0.0011367283240567424 0.0013874323423005023 0.0018786054404289756 0.0012750471549494167 0.0010462101796435636 0.0010135468665343587 0.0014847584207239644 0.0013526534344099764 0.0010575356223563081 0.0013767538098906037 0.0010192654260895231 0.0011553493572956375 0.0015391177512613376 0.0017271747689597133
leaf_count=592 332 71 91 119 59 378 189 67 70 238 247 193 390 91 124 89 175 395
internal_value=0 3.44263e-05 8.14207e-05 0.000125016 0.000170367 0.00012557 0.000167603 0.000106818 0.00019623 0.000270037 0.000190255 7.47561e-05 0.000523069 -6.93496e-05 0.000280065 -0.000272921 -0.000515952 -0.000246863
internal_weight=0 0.0228344 0.0217983 0.0207697 0.0195127 0.018376 0.0173135 0.0154348 0.0123202 0.0110452 0.00999898 0.00851422 0.00207108 0.00644314 0.00237192 0.00407122 0.00291587 0.00311461
internal_count=3910 3318 2986 2895 2824 2765 2646 2457 1684 1617 1547 1300 628 672 317 355 266 773
is_linear=0
shrinkage=0.00177594


Tree=2753
num_leaves=20
num_cat=0
split_feature=1456 453 13 11 401 124 2 2 0 43 48 3 15 52 12 42 0 4 42
split_gain=0.000280656 0.000192287 0.000179869 0.000199306 0.000190533 0.000240648 0.000149702 0.000241056 0.000210677 0.000317407 0.000270051 0.000393676 0.000256039 0.000243694 0.000165663 0.00014901 0.000166599 0.000162408 9.67955e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.52445999999999982 0.088315000000000018 0.083100000000000021 -0.048219999999999992 0.086545000000000025 0.090050000000000005 -0.17106499999999999 0.15364000000000003 0.088875000000000023 -0.11266 -0.094924999999999995 -0.010284999999999997 0.097345000000000015 -0.089024999999999979 -0.083934999999999996 -0.0031049999999999997 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 14 18 13 10 11 -10 -13 -9 15 -7 17 -17 -8
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.00091686360678551752 -0.00065049880591011599 -0.00074993797498608991 0.00099507009298214284 -0.00067770842592118272 -0.00063683811214497313 0.00032458780478991433 0.00042000522117919013 7.5830998267509551e-06 0.00039043475439515501 0.00083822074075720978 0.00046693549154911627 -0.00010705884172177119 -0.0011816298630549489 0.0011962719170761193 0.00043280443474257111 0.00031096466367215342 -0.0010467433861603901 -0.00056181379949226252 0.001208901556996515
leaf_weight=0.0011021222014114913 0.0011291257133070358 0.0010212700372592689 0.0010993370329646429 0.0010501856336974221 0.0010052143115633896 0.0011331515856658151 0.0010293208547852437 0.0011245399093127162 0.0013636537634160832 0.001160700758703212 0.0015034295862527223 0.0011662893801237919 0.0019343886536334568 0.0011392926306985586 0.001495326116475959 0.0012003450619556405 0.0010298281292090714 0.0016770910771257766 0.001012247894058526
leaf_count=369 56 91 257 140 338 125 207 32 110 126 190 133 511 83 140 329 353 130 190
internal_value=0 1.86444e-05 5.39167e-05 9.15687e-05 0.000131814 0.000172333 0.000122 0.000247004 0.000124377 -2.85121e-05 -0.000197087 -0.000420707 -0.000777441 0.000605801 -9.66872e-05 -0.00025377 -0.0004215 -0.000197727 0.000811155
internal_weight=0 0.0232747 0.0222535 0.0211243 0.0200742 0.0190689 0.0179696 0.0114339 0.00939229 0.00712846 0.00596776 0.00446433 0.00310068 0.00226383 0.00653574 0.00504042 0.00390726 0.00287744 0.00204157
internal_count=3910 3541 3450 3394 3254 2916 2659 1582 1185 1070 944 754 644 115 1077 937 812 459 397
is_linear=0
shrinkage=0.00181146


Tree=2754
num_leaves=14
num_cat=0
split_feature=484 4 16 0 16 0 48 133 2 16 133 16 3
split_gain=5.0229e-05 5.16614e-05 6.20958e-05 5.66118e-05 0.00016843 0.00012423 9.27735e-05 9.75001e-05 7.94198e-05 6.47767e-05 0.000139796 9.96959e-05 3.68579e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.38486499999999996 -0.10575999999999998 -0.014754999999999999 -0.089879999999999974 0.085790000000000019 -0.085714999999999986 0.086775000000000005 0.15737500000000001 0.065880000000000008 0.41476000000000007 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -5 7 -7 -4 10 -9 -11 -3
right_child=1 12 3 5 -6 6 -8 9 -10 11 -12 -13 -14
leaf_value=-0.0030820578414935771 -0.0033894525142546591 0.0044919359126103994 0.0025957852232634904 -0.0050939971083842897 0.0072949060910222621 0.0034622340234674955 0.0041033516932639401 -0.0032179738939698667 -0.0024689421028592996 -0.0060341962740604891 0.0043883777404041327 0.00018050709753574359 0.000304895965123673
leaf_weight=0.0012900207873258419 0.0013662754268045614 0.0010993950741368728 0.0014467530070691736 0.0012929361047636593 0.0010180149084992466 0.001215817556845882 0.0012864315449160318 0.0013052779939190882 0.0016848122605513938 0.001456628655009653 0.0011362292456367443 0.0011703324590778552 0.0010179303246456261
leaf_count=612 126 299 79 308 122 291 255 627 136 179 541 187 148
internal_value=0 0.00016666 -0.000173818 0.000163796 0.00169224 -0.000551755 0.000223975 -0.000570157 -0.000129087 -0.00153744 0.000321872 -0.0032655 0.00247896
internal_weight=0 0.0164968 0.0143795 0.0130132 0.00414958 0.00886365 0.00757072 0.00628429 0.00313157 0.00506847 0.00244151 0.00262696 0.00211733
internal_count=3910 3298 2851 2725 337 2388 2080 1825 215 1534 1168 366 447
is_linear=0
shrinkage=0.0158556


Tree=2755
num_leaves=14
num_cat=0
split_feature=48 158 50 4 12 3 47 12 1 1 2 42 2
split_gain=4.96999e-05 9.41924e-05 0.000145554 0.000109274 9.44476e-05 0.000176014 0.000178808 0.000124099 8.91886e-05 0.00014429 7.29298e-05 0.000122272 6.06256e-05
threshold=0.12862000000000004 0.084965000000000027 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10420500000000001 0.09550500000000002 1.0000000180025095e-35 0.09112000000000002 0.085990000000000011 0.099370000000000014 0.085195000000000007 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 10 11 12 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0032320766367239461 -0.0029239938635314223 -0.0039434805398025101 -0.004074726046583205 0.0042620014661807308 0.00042552204549691153 0.0076666038570956663 0.0049168843674159577 0.0010668330995167641 -0.0035293105819591097 0.0040893328638959281 -0.0042444683446040878 0.0027822139449351318 -0.0040045961915646661
leaf_weight=0.0012473646414345807 0.0010796235835290316 0.0010142899761655588 0.0012732365150318623 0.0015454968194480107 0.001008740437230606 0.0010660830436288746 0.0012007085722798164 0.0011060257838177989 0.0017708647848839951 0.0012930125521211921 0.0010873393883254652 0.001574263650013133 0.0014129788834928653
leaf_count=217 123 415 632 319 294 90 167 28 276 118 277 470 484
internal_value=0 0.00013238 0.000397622 0.000795471 0.000375846 0.000766505 -5.59522e-05 0.00430604 -0.000788833 -2.77352e-05 -0.00107497 -0.000212521 -0.00215928
internal_weight=0 0.0166004 0.0155861 0.0143129 0.0127674 0.01152 0.00934791 0.00217211 0.0081472 0.00637633 0.00508332 0.00399598 0.00242172
internal_count=3910 3787 3372 2740 2421 2204 2086 118 1919 1643 1525 1248 778
is_linear=0
shrinkage=0.0138033


Tree=2756
num_leaves=19
num_cat=0
split_feature=1213 14 1374 124 4 403 157 160 483 42 151 151 49 47 15 2 12 2
split_gain=0.000438965 0.000197274 0.000189949 0.000168647 0.000201622 0.000227924 0.000182411 0.000199708 0.000298919 0.000256122 0.000196419 0.000138685 0.000113157 0.000152743 0.000190547 0.000224385 0.000196653 1.82857e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 -0.094679999999999986 0.095200000000000021 -0.49837999999999999 0.092300000000000007 -0.077534999999999979 -1.0000000180025095e-35 0.079055000000000014 -1.0000000180025095e-35 -0.092609999999999984 -0.076429999999999984 0.089635000000000006 0.09252500000000001 -0.09547499999999999 0.10796500000000002 0.088325000000000015 0.084550000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 17 -11 -12 13 14 -13 16 -16 -9
right_child=1 -3 3 -5 5 -7 7 9 -10 10 11 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0011260354769436712 -0.00060664843012898809 -0.00071258866289606335 -0.00054752393082271845 0.00078152463535622143 0.0006377985646524605 0.00085130919632510447 -0.00099008401672173859 -0.0003011155305829849 0.00018297818226448555 -0.00050205894687877536 0.00087194506280764944 0.00090608615793618015 0.0006961808131280919 -0.0002807868334348939 -7.3153303470900016e-05 -0.00051390437393173131 0.00076626700091475054 -0.00062724765191216959
leaf_weight=0.0010026965498403225 0.0011687555061485879 0.0010009674267834464 0.0014464490283045512 0.0010084592250070188 0.0014760484486608149 0.0011466007144906578 0.0013211206028434768 0.0010022624971828238 0.001215103322638353 0.0010469715486944907 0.0010188692391645505 0.001110313455462416 0.0011870640602005622 0.0019592934790657601 0.0016179748782474404 0.0012036950835632165 0.0016349223931292484 0.0010014792817404378
leaf_count=592 66 137 170 66 350 144 419 171 299 91 153 139 142 95 184 127 216 349
internal_value=0 2.82125e-05 6.25971e-05 0.000100946 6.55461e-05 0.000114971 6.47017e-05 9.48171e-06 -0.000428071 9.62958e-05 0.000200472 0.000276049 0.000206369 0.000129114 0.00027338 0.000115748 0.000348744 -0.000464118
internal_weight=0 0.0225664 0.0215654 0.0203966 0.0193882 0.0179417 0.0167951 0.0153191 0.00253622 0.0127828 0.0107791 0.00973213 0.00871326 0.0075262 0.00556691 0.00445659 0.0032529 0.00200374
internal_count=3910 3318 3181 3115 3049 2879 2735 2385 718 1667 1147 1056 903 761 666 527 400 520
is_linear=0
shrinkage=0.00170698


Tree=2757
num_leaves=17
num_cat=0
split_feature=0 1186 1 2 2 133 147 52 39 48 2 160 0 15 2 15
split_gain=0.000176434 0.00019213 0.000155077 0.000194288 0.000352265 0.000189476 0.000181622 0.000184151 0.000148094 0.000194279 0.000301537 0.000194344 0.000140044 0.00018765 0.000151967 0.000132211
threshold=0.18055000000000002 0.081240000000000021 0.076710000000000014 0.10393500000000001 0.097360000000000016 0.083815000000000014 0.087265000000000023 -0.27466499999999994 0.005105000000000001 0.12675000000000003 0.11462500000000002 -0.078154999999999988 -0.10575999999999998 -0.088379999999999986 0.089910000000000004 -0.063364999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -4 9 10 11 -9 13 14 -13 -14
right_child=-2 -3 6 -5 -6 -7 -8 8 -10 -11 -12 12 15 -15 -16 -17
leaf_value=-0.000848986695889313 0.00073101979919026265 0.00074777187824050305 -0.00074564942854173988 -0.0010060024009007043 0.00075372093800926796 1.9436154962180954e-05 0.00078125280097846928 -0.00066005815711760098 0.00053069444143879758 -0.00084281026728421716 0.00095983723551005325 -0.00036543871863113978 0.0001262164379186596 0.00098199469124810317 0.000559327021117038 -0.00064666450776989311
leaf_weight=0.0019989424341738766 0.0010564445785101384 0.0010026485285448685 0.0012271652079996311 0.0012721624463046307 0.0011074805694345491 0.0016120329610801176 0.0010041955147445372 0.0017435246866424519 0.0017327070624268111 0.0010264970904141366 0.0010760919053025017 0.001481551367311984 0.0016384604328095334 0.0010240221685322627 0.001099631958261682 0.0015112417771579868
leaf_count=762 44 115 196 330 153 657 142 250 327 73 145 63 119 72 40 422
internal_value=0 -5.78136e-05 -9.71077e-05 -0.000352353 -0.00017612 -0.0004613 7.8745e-06 -4.93948e-05 1.98802e-05 -6.36109e-05 1.9928e-05 -9.90855e-05 4.57084e-05 0.000299351 2.85286e-05 -0.000244615
internal_weight=0 0.0215584 0.0205557 0.00599062 0.00471846 0.00361098 0.0145651 0.0135609 0.0123337 0.010601 0.00957452 0.00849843 0.00675491 0.00360521 0.00258118 0.0031497
internal_count=3910 3866 3751 1902 1572 1419 1849 1707 1511 1184 1111 966 716 175 103 541
is_linear=0
shrinkage=0.00188464


Tree=2758
num_leaves=14
num_cat=0
split_feature=41 39 13 3 3 0 47 52 1 52 13 16 1
split_gain=4.6123e-05 5.72479e-05 0.000119326 8.70416e-05 8.58691e-05 0.000355007 0.000119953 7.65995e-05 0.000139361 0.000111482 8.50324e-05 0.000140673 3.93527e-05
threshold=0.078150000000000011 0.005105000000000001 -0.45122499999999993 -0.005644999999999999 -0.10628499999999998 -0.053834999999999994 0.096175000000000024 -0.0066199999999999991 0.094695000000000015 -0.081429999999999989 -0.082249999999999976 -0.089559999999999987 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 12 6 7 9 10 -6 -9 -12 -4
right_child=-2 3 4 -5 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=0.0042425833657976433 -0.0029175189057002986 0.0051755616014863793 9.1126039216993905e-05 -0.00050474099227213788 0.0013771224267007448 -0.0090474529455359144 -0.0042342150203911223 -0.0032163034201900362 0.0052026386581516381 -0.0036807704867539604 0.0050453757077745069 -0.001493087326841771 0.0036714052585678633
leaf_weight=0.0011118036621105736 0.0010486042879623491 0.0010478389388893193 0.0012499815481095125 0.0010920701360530262 0.001632580545557134 0.0010086968878443769 0.0013210181592291518 0.0011384712939324598 0.0013983054850012777 0.0018345184985328064 0.0011651962070811145 0.0014817291849846257 0.0011859596858722274
leaf_count=84 201 255 127 162 422 264 242 452 200 323 243 701 234
internal_value=0 0.000126758 -0.000189914 0.00227671 -0.000557229 -0.00108775 -0.000282591 0.000320841 0.00140435 -0.00129912 1.2766e-06 0.00138519 0.00183422
internal_weight=0 0.0166682 0.0145283 0.00213991 0.0134165 0.0109805 0.00997182 0.0086508 0.0051837 0.0034671 0.0037854 0.00264693 0.00243594
internal_count=3910 3709 3292 417 3208 2847 2583 2341 1596 745 1396 944 361
is_linear=0
shrinkage=0.0140794


Tree=2759
num_leaves=20
num_cat=0
split_feature=14 124 12 403 123 12 50 48 1 15 160 1 4 2 3 160 42 16 42
split_gain=0.000347395 0.000190057 0.000344873 0.0001592 0.00014592 0.000205237 0.000234686 0.000321334 0.000285503 0.000179626 0.000191084 0.00018604 0.000190022 9.17279e-05 8.54344e-05 0.000128344 0.000108446 0.000119383 2.38364e-05
threshold=0.05884000000000001 0.10230000000000002 0.11655500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0089849999999999982 0.10119500000000002 0.11930500000000001 0.11198000000000001 -0.14676499999999995 0.099550000000000013 0.092550000000000007 0.018480000000000003 0.10045500000000002 -0.078494999999999995 -0.0098349999999999983 -1.0000000180025095e-35 -0.08286499999999998 0.088825000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -7 11 12 14 -10 16 -16 -11 -18 -19
right_child=-2 -3 -4 4 -6 6 -8 -9 13 10 -12 -13 -14 -15 15 -17 17 18 -20
leaf_value=-0.00060684760815531396 -0.001046541545423892 0.00077435084970791203 -0.0010068370933038586 -0.00066119748351929945 0.0006519047951066676 -0.00060364430541775085 -0.00074695355771193617 -0.00081288143673868092 0.00044718006022401792 -0.00011419111807158474 -0.0005116809144230782 -0.00024519359828865196 0.00086089326477618031 0.00120653693462501 0.00047510302072026653 -0.00032283097966196112 0.0010351153327450946 0.00010213646488981393 0.00048909930116981153
leaf_weight=0.0011434811156770383 0.0010025924161823135 0.0010110217668804064 0.0010487968874017808 0.0012473986813439286 0.0012910563445953224 0.0010302503831410336 0.0010052636427284973 0.0010474960189760232 0.0010009827817305606 0.0010389412228946236 0.0011702532652438377 0.0019912598472875418 0.0018538900627268692 0.0010059377713946549 0.0010151618619257397 0.0017011779613502328 0.0010502297244646612 0.0010011739549580429 0.0010071020993613761
leaf_count=881 141 52 172 182 279 103 320 68 89 200 169 270 159 119 107 142 93 270 94
internal_value=0 2.17239e-05 -1.34228e-05 3.71518e-05 7.49983e-05 3.39987e-05 8.52536e-05 0.000137823 0.000204811 0.000107584 0.000169528 0.000244318 0.000356776 0.000827796 0.000219616 -2.46238e-05 0.00038153 0.000549922 0.000296189
internal_weight=0 0.0226609 0.0216499 0.0206011 0.0194576 0.0181665 0.0169191 0.0159139 0.0148664 0.0128594 0.0118292 0.0106589 0.00866768 0.00200692 0.00681379 0.00271634 0.00409745 0.00305851 0.00200828
internal_count=3910 3769 3717 3545 2664 2385 2203 1883 1815 1607 1504 1335 1065 208 906 249 657 457 364
is_linear=0
shrinkage=0.00177594


Tree=2760
num_leaves=14
num_cat=0
split_feature=11 0 43 13 42 3 43 12 3 15 16 15 4
split_gain=4.67686e-05 7.99713e-05 0.000123977 9.63305e-05 8.58254e-05 0.000120284 9.88735e-05 0.000121512 7.00448e-05 0.000104181 0.000117206 9.11466e-05 6.04034e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.24333999999999997 -0.028919999999999998 -0.088669999999999985 -0.084129999999999996 -0.053009999999999995 0.085775000000000004 0.084925000000000014 -0.017214999999999998 -0.064504999999999993 -0.095799999999999982 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 -7 12 10 11 -10 -8
right_child=-2 3 4 -5 5 6 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0048486509417997505 -0.0026151069901590141 -0.000751054634001584 0.0040369820307863766 0.0046055460298356594 -0.0047634356828702099 0.0064499299211818444 -0.0048847132405473309 1.191082074774139e-05 -0.0012370391476869233 0.0036950632305976965 -0.0050993607657805091 0.0040472013235125668 -0.00024500676005843181
leaf_weight=0.0011324180082497174 0.0013559270553689063 0.0011958073443144777 0.0010532102863289186 0.0016446978392197407 0.001098979489227085 0.0010472660537278484 0.0012026936307037005 0.0014304659208521382 0.0019640475287496448 0.0014053877888454414 0.0010029841258232808 0.0010242775852238317 0.001115359756226602
leaf_count=165 254 100 332 232 655 271 727 588 145 107 72 92 170
internal_value=0 0.000160612 -0.000300941 0.0023505 0.000116236 -0.000249472 0.000237236 0.00273308 -0.000564349 0.000332476 -0.000851531 0.000574186 -0.00265226
internal_weight=0 0.0163176 0.0134771 0.00284051 0.0123447 0.0112915 0.0101925 0.00247773 0.00771475 0.0053967 0.00399131 0.00298833 0.00231805
internal_count=3910 3656 3324 332 3159 2827 2172 859 1313 416 309 237 897
is_linear=0
shrinkage=0.0143609


Tree=2761
num_leaves=17
num_cat=0
split_feature=1213 484 403 11 4 15 16 2 133 16 0 16 4 1 16 4
split_gain=0.000494292 0.000144261 0.000140297 0.000140787 0.000152439 0.00012147 0.000156742 0.000171735 0.000188969 0.000176268 0.000163914 0.000296728 0.00013891 0.000130865 0.000135395 0.000108164
threshold=-1.0000000180025095e-35 0.097080000000000014 0.092300000000000007 0.088160000000000002 0.27608500000000008 -0.14097499999999996 -0.38486499999999996 0.10946500000000002 0.090545000000000014 -0.11180499999999999 -0.070894999999999986 0.3935300000000001 0.0057500000000000008 0.086560000000000012 -0.083564999999999987 -0.071454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -8 12 -12 13 14 -11 -9
right_child=1 -3 -4 -5 -6 6 7 15 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0011894380569712289 -0.00056330449465855352 -0.00058753434607112858 0.00061973848058724816 -0.00059662428387369183 0.00053578188918348459 -0.00049674845752376354 0.00057590386697293236 0.00092046854732192652 -0.0006088817115813761 0.00031147010953136114 0.00078795228373946353 -0.00025315948960082801 0.00022230841510602979 -0.00074240564514923527 -0.00054876402347589688 0.00021293239907254678
leaf_weight=0.001013559271090563 0.0010138842281759144 0.0010487674830199 0.001233170755955664 0.0010035769133350065 0.001772730559550159 0.0014090915675504063 0.0017814526204769513 0.0010445222649009267 0.0012759338471828455 0.0011171921985611225 0.0016736410320896157 0.0015240211668666737 0.001614665690579109 0.0016192357823203163 0.0010197398804449025 0.001584744949086365
leaf_count=592 158 218 141 143 345 127 135 58 412 145 193 113 88 321 458 263
internal_value=0 3.00915e-05 6.14023e-05 2.60107e-05 5.9877e-05 9.2927e-06 4.63546e-05 0.000100039 1.09395e-05 8.73506e-05 -1.42232e-05 0.000291753 -0.000196394 -0.000376382 -9.9032e-05 0.000494013
internal_weight=0 0.0217364 0.0206876 0.0194544 0.0184509 0.0166781 0.0156642 0.0142551 0.0116259 0.0103499 0.0085685 0.00319766 0.00537083 0.00375617 0.00213693 0.00262927
internal_count=3910 3318 3100 2959 2816 2471 2313 2186 1865 1453 1318 306 1012 924 603 321
is_linear=0
shrinkage=0.00170698


Tree=2762
num_leaves=19
num_cat=0
split_feature=1456 128 13 13 12 1186 3 0 133 150 160 1 1 49 49 11 16 4
split_gain=0.000253699 0.000203265 0.000140293 0.000212249 0.000209356 0.00013312 0.000150126 0.000215495 0.000297481 0.000271704 0.000338229 0.000302554 0.000191426 0.000218969 0.000143538 8.07227e-05 6.67508e-05 5.25223e-05
threshold=-1.0000000180025095e-35 0.086435000000000012 -0.52445999999999982 -0.26418499999999995 -0.081314999999999985 0.081240000000000021 -0.11266 -0.053834999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094695000000000015 0.090475000000000014 -0.052649999999999995 -0.042499999999999989 0.08184000000000001 0.064860000000000015 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 15 8 -8 -10 -11 12 13 -12 -13 16 -6 -15
right_child=1 -3 3 4 5 -7 7 -9 9 10 11 14 -14 17 -16 -17 -18 -19
leaf_value=-0.00090941685511103094 -0.00061137720666774712 -0.00079265663322814254 0.00076101949931735942 0.00077779271339377528 0.00075995343635340844 0.00063651823001602194 -0.00091374904471037467 -0.00072135174210935721 -0.00076940324162472402 -0.00061183454525317216 -0.0002948214863497482 0.00030299787421197771 -0.0006220120724173227 0.00036559274907949855 0.0011949301419465529 -0.0001270475190475116 0.0001341246815926893 0.00094628475401036395
leaf_weight=0.0010549394489665657 0.0010227805114471 0.0010084881382062183 0.0014908525218421459 0.0012169465226494645 0.0013058684596399814 0.0010099558683034351 0.0012070582875412543 0.0018930152671137327 0.0011948624714285304 0.0015564324627244403 0.0014357475696158417 0.0010141242119270366 0.0010883997713656279 0.0011320193419540915 0.0015689301434529679 0.0010899157922759015 0.0010494173994750611 0.0010028156958715676
leaf_count=369 56 247 136 293 158 94 651 275 100 521 67 56 81 354 109 183 46 114
internal_value=0 1.78762e-05 5.629e-05 9.00017e-05 3.66918e-05 -1.47016e-05 -5.44694e-05 -0.00014477 -4.73197e-05 5.73332e-05 0.000169607 0.000337551 5.63471e-05 0.000263127 0.000844752 0.000288715 0.00048111 0.000638367
internal_weight=0 0.0222876 0.0212791 0.0202564 0.0187655 0.0175486 0.0165386 0.0130934 0.0112004 0.00999333 0.00879847 0.00724204 0.00465898 0.00357058 0.00258305 0.0034452 0.00235529 0.00213484
internal_count=3910 3541 3294 3238 3102 2809 2715 2328 2053 1402 1302 781 616 535 165 387 204 468
is_linear=0
shrinkage=0.00184769


Tree=2763
num_leaves=13
num_cat=0
split_feature=1 0 4 52 52 14 0 151 16 16 16 16
split_gain=4.4865e-05 0.000108823 0.00011305 0.0001021 0.000114564 7.80725e-05 6.83412e-05 0.00015637 9.23211e-05 8.56939e-05 5.96092e-05 0.000131827
threshold=0.085990000000000011 -0.084074999999999997 0.0021050000000000005 -0.27466499999999994 -0.081429999999999989 -0.13131999999999996 -0.13870499999999999 -0.0088999999999999982 -0.055679999999999993 -0.088504999999999986 -0.083144999999999983 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 7 -7 9 -8 -3 -12
right_child=3 10 -4 4 5 6 8 -9 -10 -11 11 -13
leaf_value=-0.0063360407598325175 -0.003617439754240732 0.0028225934883025117 -0.00066752411066981561 0.0047053911206113418 -0.0029368739683741712 -0.00074950301237457998 -0.001143465262261973 0.0054529102418925685 -0.0036996177327087228 0.0037266007624514718 -0.003603495619404859 0.0021231382801947711
leaf_weight=0.0011553987765578495 0.0010238233554522571 0.0013838089644633983 0.0015967590111976779 0.001343454857800957 0.0011748034318056731 0.0015072171653378041 0.001545838936540104 0.001592985379611017 0.0010984514450040408 0.001241112854912213 0.0014742122113983267 0.0015940628372668924
leaf_count=815 199 164 328 268 116 125 312 147 270 264 664 238
internal_value=0 -0.000889545 -0.00304726 0.000524144 0.000970304 0.000355394 0.000909071 0.0024375 -0.000310478 0.00102532 0.000444293 -0.000628334
internal_weight=0 0.00720424 0.00275216 0.0105277 0.00950386 0.00816041 0.00698561 0.0031002 0.0038854 0.00278695 0.00445208 0.00306828
internal_count=3910 2209 1143 1701 1502 1234 1118 272 846 576 1066 902
is_linear=0
shrinkage=0.0138033


Tree=2764
num_leaves=18
num_cat=0
split_feature=14 157 0 12 13 2 43 15 52 3 1 2 150 4 16 3 52
split_gain=0.000168747 0.000140182 0.0001514 0.000198069 0.000154889 0.000157035 0.000169745 0.000152453 0.000145411 0.000311259 0.000134013 0.000166683 0.000132083 0.000110958 0.000110391 0.000103734 4.91575e-05
threshold=0.020750000000000005 -0.077044999999999988 0.18055000000000002 0.10852500000000001 -0.010384999999999998 0.099015000000000006 -0.074254999999999988 0.088190000000000004 0.089785000000000018 0.11265500000000002 0.077800000000000022 0.086650000000000019 0.087675000000000017 0.05309500000000001 -0.17157499999999998 -0.078669999999999976 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 15 -8 9 10 -6 13 -13 -12 -7 -3 -10
right_child=-2 2 -4 -5 8 14 7 -9 16 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.00049693138038266302 -0.00074977194170362024 -3.0106413210173976e-05 0.00063367405668587722 -0.00072681982606772016 -0.0005979145589723214 0.00017530019892577636 -0.00073993454268282807 0.00015142137217498373 0.00052462920860106056 -0.001060347080241232 -0.00068355090040812686 0.0008742863303365417 -3.8853895416504474e-05 8.9480387028401722e-05 0.00088009349139329647 0.00076524565252738196 -3.3426801500066865e-05
leaf_weight=0.0017820594763428522 0.0010028454684805855 0.0011492103176372805 0.0010547997598377252 0.0014005557207733025 0.0014177495390091501 0.0015707697413429691 0.0014299094940476466 0.0011250285580644212 0.0010525332033215484 0.0014041396757116242 0.0011688131450607944 0.0010387105031572797 0.0010404663307775151 0.0012727706743652168 0.0013611528748983979 0.0010119059105907898 0.0010198074160100851
leaf_count=452 153 371 44 276 372 173 475 446 108 89 155 152 52 40 272 188 92
internal_value=0 1.05895e-05 -3.38144e-05 -7.19473e-05 -1.81943e-05 0.000173297 -3.13669e-05 -0.000347439 -0.000173746 -0.000293344 -0.000111988 4.04023e-05 0.000417331 -0.000280578 0.000502502 0.000342304 0.000250008
internal_weight=0 0.0213004 0.0195183 0.0184635 0.017063 0.00764798 0.00471605 0.00255494 0.00941499 0.00734265 0.00593851 0.00452076 0.00207918 0.00244158 0.00293192 0.00216112 0.00207234
internal_count=3910 3757 3305 3261 2985 1925 1480 921 1060 860 771 399 204 195 445 559 200
is_linear=0
shrinkage=0.00181146


Tree=2765
num_leaves=19
num_cat=0
split_feature=1456 403 11 403 3 48 1374 457 2 1 14 133 160 2 1 43 2 2
split_gain=0.000264617 0.000167183 0.000143436 0.000156262 0.00013735 0.000115464 0.000122363 0.000115518 0.000140041 0.000450067 0.000205649 0.000203961 0.000154096 0.000132989 0.000235886 0.000204277 9.42468e-05 0.000101296
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088315000000000018 0.10150000000000002 -0.15121499999999996 -0.081799999999999984 -0.094679999999999986 -0.066264999999999991 0.10393500000000001 0.10498500000000001 -0.24487499999999998 -0.090054999999999982 -1.0000000180025095e-35 0.083585000000000007 0.095155000000000017 -0.079109999999999986 0.090815000000000021 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 11 -10 -11 -9 -13 14 -14 -16 -15 -18
right_child=1 2 -4 -5 5 6 7 8 9 10 -12 12 13 16 15 -17 17 -19
leaf_value=-0.00086101033118650265 -0.00059162933602318268 0.00064895004281181738 -0.00055900808509312607 -0.00055053517636175484 -0.00046872596148671552 -0.0003954035848003639 -0.00037749441394456637 -0.00040612374511133525 -0.00081563381052186313 -0.00019241572385181308 0.00079599295678257388 -0.00018485728034846712 -0.00034224237121678613 0.00098516354224780726 7.2282631658527848e-05 0.0010887602241854708 0.00021292390871483941 0.00088226863957891312
leaf_weight=0.0010028889921845112 0.0011890345639125255 0.0012859573014519813 0.0010160173947986522 0.0010229172253227023 0.0010042054755832154 0.0012106201965056398 0.0010489786314013061 0.001019532995161501 0.0014325893409258481 0.0010371304997995627 0.0013660274993468804 0.0011612121571791065 0.0012892677548123638 0.0016177313567120738 0.0011592283000159166 0.0010600417227626929 0.0016290349993482722 0.0010358448121133845
leaf_count=369 888 149 141 264 99 67 222 208 213 86 237 387 114 96 109 92 110 59
internal_value=0 1.83618e-05 5.39221e-05 8.60551e-05 0.000121527 8.17977e-05 0.000116206 0.000157895 0.000198569 -7.31749e-05 0.000369426 0.000303097 0.000383866 0.00046863 0.000227069 0.000557807 0.000666529 0.0004731
internal_weight=0 0.0215854 0.0203963 0.0193803 0.0183574 0.0170714 0.0160672 0.0148566 0.0138076 0.00383575 0.00240316 0.00997189 0.00895236 0.00779115 0.00350854 0.00221927 0.00428261 0.00266488
internal_count=3910 3541 2653 2512 2248 2099 2000 1933 1711 536 323 1175 967 580 315 201 265 169
is_linear=0
shrinkage=0.00167351


Tree=2766
num_leaves=13
num_cat=0
split_feature=48 4 158 3 50 0 2 0 52 52 52 16
split_gain=4.83311e-05 9.70546e-05 9.75079e-05 6.40029e-05 7.09935e-05 7.65413e-05 0.000159307 0.000108285 9.5376e-05 8.76552e-05 6.4459e-05 0.000111025
threshold=0.12862000000000004 0.28937500000000005 0.08413000000000001 0.11476000000000001 0.086465000000000014 -0.076734999999999984 0.10113500000000002 -0.10071499999999999 0.083750000000000005 0.089785000000000018 -0.0066199999999999991 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 9 10 -9 -7 -1 -12
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13
leaf_value=-0.0016196679660773485 -0.0030545378188312771 0.0032375755258489038 -0.004588236025087811 0.002534859418804825 -0.0039517214106078351 0.0015042682749890968 -0.0029957692956950914 -0.0062739798726211393 -0.00040187823079646515 0.006841840333997224 -0.001048882172049104 0.0050916400956134136
leaf_weight=0.0018816215572155168 0.0010809706566303747 0.0019223715077111474 0.0010389343083955114 0.0019354840531784498 0.0010620868816307626 0.0017606492544915203 0.0011343668053523312 0.001232074296763145 0.0011450968529257092 0.0010562061235188311 0.0012889402521895736 0.0012392282358579974
leaf_count=168 123 401 357 127 620 250 334 623 587 120 94 106
internal_value=0 0.000141498 -0.000261341 6.59335e-05 -0.00033902 1.83027e-05 0.00163913 -0.00092531 -0.00344536 0.00350564 0.000433162 0.00196101
internal_weight=0 0.0166971 0.0147747 0.0137358 0.0118003 0.0107382 0.00395122 0.00678696 0.00237717 0.00281686 0.00440979 0.00252817
internal_count=3910 3787 3386 3029 2902 2282 704 1578 1210 370 368 200
is_linear=0
shrinkage=0.0146482


Tree=2767
num_leaves=18
num_cat=0
split_feature=1213 1456 453 4 1374 0 0 42 12 1 52 4 4 15 15 13 4
split_gain=0.000460766 0.000269746 0.000247945 0.000210889 0.000213665 0.000192957 0.000194929 0.000150561 0.000275651 0.000184573 0.000235498 0.000269687 0.000224364 0.000145194 0.000152991 0.000116122 9.90082e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.51381999999999983 -0.094679999999999986 -0.230625 0.14676000000000003 0.088115000000000013 0.091735000000000025 0.11287500000000002 0.090640000000000012 -0.076854999999999993 0.25367000000000006 -0.029114999999999999 -0.10469999999999999 -0.0030249999999999995 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 9 -9 10 11 15 -11 14 -13 -7 -10
right_child=1 2 -4 4 5 6 -8 8 16 12 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0011167676416375838 -0.00082087874873893114 -0.00057774474201548545 -0.0007564068033760258 -0.00051843853352545426 0.00092138955392001402 0.00081235084263536967 0.00082215296359012559 0.00088806347124204107 -0.00040708743066386155 3.425626134548462e-05 -0.00081274342779849758 -0.00047479558189216073 0.00099805235003307797 -0.00068453750144746757 0.00026195333150647818 0.00012759494311654856 0.00032661708999057193
leaf_weight=0.001071697420048273 0.0010404125569893818 0.0012274665429661781 0.0010121397795450618 0.0012955219690606859 0.0010172123638638687 0.0011984716654783456 0.0011934530620625666 0.0018068063272550601 0.0010057844470368858 0.0019939595118046169 0.001202143155094368 0.0014264671362883997 0.0010876937645694779 0.0015327301654159495 0.0019357503864209976 0.0018135720898123531 0.0011471039748723044
leaf_count=592 332 71 91 68 74 208 59 419 380 128 248 151 179 273 312 254 71
internal_value=0 2.83472e-05 6.86986e-05 0.000108687 0.000151551 0.000198824 0.000156446 0.000107253 0.00039644 1.33227e-05 -0.000108843 -1.82537e-06 0.000374436 -0.000249117 -5.06226e-05 0.000400055 -1.61543e-05
internal_weight=0 0.0229367 0.0218963 0.0208841 0.0196567 0.0183611 0.0173439 0.0161505 0.00395969 0.0121908 0.00910913 0.00790699 0.00308165 0.00489495 0.00336222 0.00301204 0.00215289
internal_count=3910 3318 2986 2895 2824 2756 2682 2623 870 1753 1446 1198 307 736 463 462 451
is_linear=0
shrinkage=0.00170698


Tree=2768
num_leaves=15
num_cat=0
split_feature=133 3 48 2 50 15 160 2 16 16 52 48 3 1
split_gain=4.3729e-05 8.66465e-05 0.000137178 0.000121442 0.000112205 6.29557e-05 8.48283e-05 8.5638e-05 0.0001898 0.000160747 9.44347e-05 5.8518e-05 9.85026e-05 5.72811e-05
threshold=0.10681500000000001 0.16699000000000003 0.11930500000000001 0.11542500000000001 0.086465000000000014 -0.11739999999999999 0.098455000000000015 0.097135000000000013 1.0000000180025095e-35 -0.11180499999999999 0.089525000000000007 0.082705000000000015 -0.075679999999999983 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -7 11 12 -11 -14
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15
leaf_value=-0.0025570111748764524 -0.0026579526290720192 0.0037165608014205491 -0.0048991102173249756 0.0041573775803691263 -0.0045055015793895609 0.0055087506105587431 -0.003205296442651882 -0.0056908268027559142 0.0025225787568917179 -0.004376701855910989 0.0042689193360664233 0.002484255359186702 -0.0014685276497262887 0.0028434966778690812
leaf_weight=0.0014082908519619632 0.0011439473408892632 0.0011927365762244733 0.0010757638358702562 0.0013465959478135532 0.0010580538765106997 0.0016177110499875627 0.0010337066481925358 0.0010427876488261975 0.0011031647213501083 0.0011874381364543594 0.0010768017868304711 0.0011212303128660846 0.0012889007475218269 0.001077802531956093
leaf_count=279 545 183 115 313 500 162 197 181 190 695 258 139 106 47
internal_value=0 0.000132081 -0.000144851 0.000211247 -0.000197011 0.000184213 0.000550148 0.000958102 -0.00146858 0.0016647 0.00058362 -0.000265155 -0.00113252 0.000495179
internal_weight=0 0.016631 0.0154382 0.0143625 0.0130159 0.0119578 0.0105495 0.00951584 0.00214595 0.00736988 0.00575217 0.00467537 0.00355414 0.0023667
internal_count=3910 3365 3182 3067 2754 2254 1975 1778 371 1407 1245 987 848 153
is_linear=0
shrinkage=0.0138033


Tree=2769
num_leaves=14
num_cat=0
split_feature=42 158 43 43 47 0 13 16 2 4 3 15 16
split_gain=4.32736e-05 6.51844e-05 8.12467e-05 0.000163872 9.62461e-05 8.78075e-05 8.32218e-05 0.000100774 8.97068e-05 0.000109681 7.81495e-05 9.68331e-05 5.15328e-05
threshold=-0.11403999999999999 0.084965000000000027 -0.074254999999999988 -0.080894999999999981 0.077065000000000008 -0.10462499999999998 -0.09547499999999999 0.050115000000000007 0.087995000000000004 0.00046500000000000008 -0.10628499999999998 -1.0000000180025095e-35 -0.019979999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 6 -6 12 8 -8 -10 -2 -12 -4
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.0029804526898386243 0.0034256491911110369 -0.0035273058365488238 0.005084250547989012 0.0073676535712462743 -0.0058598868573486599 -0.00013974295696215738 -0.0023031432868462348 -0.0048160187727459332 0.0053674422361824851 -0.00036001596525813556 -0.0041880405002209086 0.0017673397532252848 0.00068946290509562871
leaf_weight=0.0010552141180701939 0.0013786183653240469 0.0010157211164587765 0.0011307058557551725 0.0010020949820006156 0.0011914157148619209 0.0012049797578188972 0.0018054373816256894 0.0010163755365743586 0.0012249951159638151 0.0019104911929172339 0.0011464870589356075 0.0013012923501688031 0.0012586568988667704
leaf_count=217 160 397 186 266 115 173 638 344 309 195 581 235 94
internal_value=0 0.000139995 0.000379211 0.00198904 -0.000344329 -0.00298363 0.000413436 -0.000531412 0.000349955 0.00187763 0.00058043 -0.00102203 0.00276919
internal_weight=0 0.0165873 0.0155716 0.00482849 0.0107431 0.0023964 0.00834666 0.0059573 0.00494092 0.00313549 0.0038264 0.00244778 0.00238936
internal_count=3910 3693 3296 1242 2054 288 1766 1486 1142 504 976 816 280
is_linear=0
shrinkage=0.0149411


Tree=2770
num_leaves=19
num_cat=0
split_feature=1213 1456 453 11 4 50 1186 16 52 0 48 4 0 43 43 4 2 4
split_gain=0.000510048 0.000426972 0.000301457 0.000210656 0.000253425 0.000182523 0.000157361 0.000179732 0.000229531 0.000220824 0.000207636 0.000206565 0.000166565 0.000219388 0.000201734 0.000124469 0.000139052 0.000153637
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088160000000000002 0.27608500000000008 0.098870000000000027 0.081240000000000021 -0.014099999999999998 0.084240000000000023 -0.10462499999999998 0.086870000000000017 -0.084009999999999987 -0.017269999999999997 -0.044024999999999988 -0.075819999999999985 0.0057500000000000008 0.10488500000000002 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 11 -9 12 -3 14 -14 -11 -13 17 -17
right_child=1 2 -4 -5 -6 -7 -8 9 -10 10 -12 15 13 -15 -16 16 -18 -19
leaf_value=-0.0012090191810515643 -0.0010580793037686421 0.00068730967200366483 -0.00084347227363756102 -0.00065200949066137194 0.00080456086404835127 0.00082642215861895157 0.00072737168013242628 0.00092272141182548121 -0.00068113058934313989 -0.00098184029841489641 0.00067572363072125759 -0.00055224387096544311 0.00084751769088807819 -0.00022074883399769739 5.9933182888231439e-05 -0.00013266024467585748 -0.00052652501943430043 0.00066595755860209677
leaf_weight=0.0010588196885847221 0.0010475318953035847 0.0011098743710228768 0.0010203276587069645 0.0010029964428795645 0.0017190371586535856 0.0010018836041242969 0.0010108672146604816 0.0011452379321534034 0.0019240324756487313 0.0010571061650330171 0.0014042601769373754 0.0015614168010908971 0.0010128046472737962 0.0013726211914786438 0.0012067710144467812 0.0016603542949957389 0.0010207438261985516 0.001303606104490207
leaf_count=592 332 69 91 144 368 328 89 87 476 304 178 268 35 100 234 116 53 46
internal_value=0 2.74227e-05 8.02276e-05 0.000126172 0.000166176 0.000104495 6.14155e-05 1.87512e-05 -0.000151461 0.000221621 8.89845e-05 1.64975e-06 -8.82323e-05 0.000232816 -0.000426518 -0.000135563 2.7715e-05 0.000218587
internal_weight=0 0.0225815 0.0215339 0.0205136 0.0195106 0.0177916 0.0167897 0.0157788 0.00858003 0.0071988 0.00605356 0.006656 0.0046493 0.00238543 0.00226388 0.00554612 0.0039847 0.00296396
internal_count=3910 3318 2986 2895 2751 2383 2055 1966 1028 938 851 552 673 135 538 483 215 162
is_linear=0
shrinkage=0.00174112


Tree=2771
num_leaves=13
num_cat=0
split_feature=1 52 39 13 457 0 16 3 43 15 0 4
split_gain=4.99306e-05 9.54607e-05 0.000110673 8.5687e-05 0.000117164 8.09144e-05 6.85405e-05 9.72306e-05 6.30839e-05 8.28166e-05 6.25696e-05 4.20762e-05
threshold=0.085990000000000011 -0.27466499999999994 0.005105000000000001 -0.094679999999999986 0.081330000000000013 -0.087614999999999985 -0.089559999999999987 -0.09113499999999998 -0.07526999999999999 -0.10071499999999999 -0.11756999999999999 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 8 11 -7 -8 -5 10 -10 -1
right_child=1 2 -4 4 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.0062170689916591177 -0.0042017213663937845 0.0040579611617239048 0.0056643982712614059 0.0016740563389666184 0.0036900700398846331 0.003927317835076727 0.0021489584026918489 -0.0034285703351021935 -0.003315087614898792 -0.0053772020587193377 0.0025960258797729134 -0.001777796465011947
leaf_weight=0.0010124680726047181 0.0010197578367605415 0.0015296915527169969 0.0013567566479449162 0.0012450834238614122 0.0015436447121217889 0.0010657416633434134 0.0016010471970798702 0.0019782605984532478 0.001020983864069569 0.0017481877655991171 0.0010070454719020034 0.0015000874549420916
leaf_count=439 199 232 360 241 96 160 294 1008 59 442 72 308
internal_value=0 0.000689294 0.00121701 0.000471575 -0.000364085 -0.00113417 0.000181588 -0.000933706 -0.00161041 -0.00269336 -0.000379844 -0.00356666
internal_weight=0 0.0104712 0.00945139 0.00809464 0.00656495 0.0071576 0.00464505 0.00357931 0.0050213 0.00377622 0.00202803 0.00251256
internal_count=3910 1701 1502 1142 910 2209 1462 1302 814 573 131 747
is_linear=0
shrinkage=0.0168261


Tree=2772
num_leaves=13
num_cat=0
split_feature=150 151 11 151 15 15 0 16 4 4 2 43
split_gain=4.46514e-05 0.000120053 8.82458e-05 6.03471e-05 7.40403e-05 6.95623e-05 7.96938e-05 0.000123902 0.00010447 6.73484e-05 0.000156634 7.54628e-05
threshold=0.084800000000000014 -0.07299499999999999 0.077165000000000025 -0.03268999999999999 -0.24219999999999997 -0.10469999999999999 -0.10071499999999999 -0.057604999999999996 -0.0021099999999999995 -0.078484999999999985 0.106285 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7 9 10 11 -8
right_child=1 -3 -4 4 5 6 8 -9 -10 -11 -12 -13
leaf_value=-0.0030468565316642939 0.0055859808378996567 -0.00080144530360746948 -0.004518141049295381 0.0043865775093892192 -0.0033099790435083378 -0.0002703940573182629 0.00074441359287869208 0.0070824020604113328 -0.0040069561612326287 0.0035220195722717959 0.0047765988568840108 -0.0045320103772534268
leaf_weight=0.0014894735584382113 0.0012090547450712679 0.0019058569913036937 0.0012076953102556675 0.0010368827482697676 0.0014268693547266906 0.0013017971426530772 0.001146001914723731 0.0010336215627120308 0.001565233818554463 0.0014836552241010922 0.0010508117402086015 0.0016809487928679877
leaf_count=350 245 213 252 249 233 122 219 74 439 748 71 695
internal_value=0 0.00167784 -0.000415503 -4.05788e-05 0.000341294 -5.11196e-05 0.000450924 0.00298384 -0.000403085 0.000649043 -0.000450175 -0.00239303
internal_weight=0 0.00311491 0.014423 0.0132153 0.0117258 0.0106889 0.00926207 0.00233542 0.00692665 0.00536142 0.00387776 0.00282695
internal_count=3910 458 3452 3200 2850 2601 2368 196 2172 1733 985 914
is_linear=0
shrinkage=0.0158556


Tree=2773
num_leaves=13
num_cat=0
split_feature=484 52 52 1375 1 160 12 151 2 4 4 3
split_gain=4.57098e-05 6.08884e-05 8.30209e-05 0.000142141 0.000113024 6.95674e-05 8.25251e-05 8.71042e-05 0.000162983 0.000146867 8.72962e-05 5.36567e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.40083499999999994 -0.089714999999999975 0.091845000000000024 -1.0000000180025095e-35 0.10129000000000001 -0.0008699999999999999 0.092340000000000019 -0.0031049999999999997 0.074650000000000008 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 -7 9 11 -10 -9
right_child=1 5 3 4 -6 6 -8 8 10 -11 -12 -13
leaf_value=-0.0027505933057128005 -0.0023397432928768187 -0.0032316152667965434 -0.0025643222430633684 0.0010893310566951959 0.006335999576571584 -0.0033781220160036532 -0.0033380341097495373 -0.00048105879502169521 0.001610280608165105 -0.004014476803888993 0.0069286160674811755 0.0039843602551041402
leaf_weight=0.0012367107267226935 0.001031789668732924 0.0016622688719737716 0.001015941330346104 0.0018020898533994047 0.001723612023081935 0.0010151119142228814 0.001328770652366057 0.001171972122870934 0.0014590585310969991 0.0016387680941261995 0.0012126075520162555 0.001138069398602189
leaf_count=612 357 625 35 281 320 118 230 402 165 185 180 400
internal_value=0 0.000171059 0.00141108 0.00226321 0.00365427 -0.000479304 3.10593e-05 0.00061736 0.00122998 -0.000660479 0.00402415 0.00171888
internal_weight=0 0.0162001 0.00557343 0.00454164 0.0035257 0.0106266 0.00896436 0.00763559 0.00662048 0.00394881 0.00267167 0.00231004
internal_count=3910 3298 993 636 601 2305 1680 1450 1332 987 345 802
is_linear=0
shrinkage=0.0146482


Tree=2774
num_leaves=14
num_cat=0
split_feature=1 147 16 16 42 0 42 2 4 2 16 0 4
split_gain=4.23355e-05 9.29137e-05 9.81581e-05 0.00011614 8.7609e-05 0.000114539 9.72428e-05 0.000125234 8.4271e-05 0.000101193 0.000160687 0.000143018 2.84121e-05
threshold=0.085990000000000011 1.0000000180025095e-35 0.050115000000000007 0.51388000000000011 0.092145000000000019 -0.076734999999999984 0.083725000000000008 0.085965000000000014 -0.077679999999999985 0.089910000000000004 -0.09601999999999998 -0.19631499999999999 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 5 6 7 -1 -2 10 -10 -11 -7
right_child=1 -3 3 -5 -6 12 -8 -9 9 11 -12 -13 -14
leaf_value=0.00020700487262195251 0.0042412431281000588 0.0044729491106317246 -0.0057975341073740055 0.00071866352088214311 -0.0044286996917418048 0.00072781972210184251 0.0014289407217683099 -0.0062900869880562951 0.0019496750362622353 -0.00093894481795318992 -0.0046014656145707614 0.0049886016643729053 0.0036954991391488293
leaf_weight=0.0010016305997317073 0.0011768822298524788 0.0010274521919999636 0.0010420465184936244 0.0010425408777813353 0.0011020061933728915 0.0013554847300600026 0.0011697567053350153 0.0012974915433267738 0.0012943186466988599 0.001602390415269106 0.0015893245925844173 0.0015029779396208047 0.0011246394219987248
leaf_count=333 240 165 267 151 402 90 659 491 173 76 340 289 234
internal_value=0 0.000534991 9.76014e-05 -0.00253866 -0.000853818 -0.0001916 -0.0018111 -0.00345958 0.000864501 0.000200948 -0.001661 0.00192995 0.00207355
internal_weight=0 0.0102779 0.00925048 0.00208459 0.00705101 0.005949 0.00346888 0.00229912 0.00716589 0.00598901 0.00288364 0.00310537 0.00248012
internal_count=3910 1701 1536 418 2209 1807 1483 824 1118 878 513 365 324
is_linear=0
shrinkage=0.0138033


Tree=2775
num_leaves=13
num_cat=0
split_feature=41 133 376 2 3 42 3 15 15 2 0 2
split_gain=4.25189e-05 5.27427e-05 6.85107e-05 7.93716e-05 0.000156853 0.000141027 0.000130149 0.0001162 0.000279425 0.000108 0.000196249 9.94026e-05
threshold=0.078150000000000011 0.10681500000000001 0.048375000000000008 0.11230000000000001 0.10420500000000001 -1.0000000180025095e-35 -0.11266 0.083935000000000023 -0.053579999999999996 0.089710000000000012 -0.10209999999999998 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 -8 -5
right_child=-2 -3 -4 11 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0045597828881145811 -0.0031236286619006556 -0.0031931401815012712 0.0040432986993512859 -0.0059522450006472914 0.0053812417026905639 0.0050156862277046955 -0.0057203267841846681 0.0038310895736672164 -0.0066364023791980866 0.0050011798561888738 0.0031913016142339342 -5.7078188072540571e-05
leaf_weight=0.0014118635387105017 0.0010112782204698542 0.0010583003045236848 0.001150142516348855 0.001065811624993029 0.0015006643581169229 0.0014319589555790253 0.001062549630677537 0.0013952389875299814 0.0015965867747541876 0.0011924636683894319 0.0013631936651658434 0.0019661469645211034
leaf_count=708 201 529 181 103 126 188 62 439 444 173 347 409
internal_value=0 0.000161805 0.000396372 9.64758e-05 0.000712542 -2.85476e-05 0.000766963 -0.000153456 -0.00121954 0.00117073 -0.000712264 -0.00212938
internal_weight=0 0.0161949 0.0151366 0.0139865 0.0109545 0.00945386 0.00804199 0.00661003 0.00521479 0.00361821 0.00242574 0.00303196
internal_count=3910 3709 3180 2999 2487 2361 1653 1465 1026 582 409 512
is_linear=0
shrinkage=0.0155448


Tree=2776
num_leaves=14
num_cat=0
split_feature=484 474 160 133 151 0 4 13 43 12 1 15 43
split_gain=4.39647e-05 6.32661e-05 9.05673e-05 0.000106898 7.48824e-05 0.000195534 0.000130677 0.000129469 0.000114981 0.000119648 0.000115571 9.76474e-05 6.50355e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090054999999999982 -0.0088999999999999982 -0.14733499999999997 0.25367000000000006 0.17936000000000002 -0.074254999999999988 0.089995000000000006 0.086560000000000012 -0.092459999999999987 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 12 10 -10 -12 -6
right_child=1 -3 3 4 6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.0025648711348922374 -0.0031254642095077802 0.0032091099722156178 -0.0035140593813996327 -0.0060189739532613322 0.0015569532145132381 0.002462031204687506 0.005279469435865344 -0.0037265396195969259 0.0044046209131400667 -0.0033338055088835044 -0.0035270463533644864 0.0022018862992966072 0.0064446094201239786
leaf_weight=0.0012071892996645813 0.001653007363380002 0.001204207633817094 0.0012611646380230436 0.0010090244990015457 0.0010307548846230641 0.0010642720475088777 0.0013096841617396783 0.0011428095083687653 0.0015019916910478217 0.0013659467112688154 0.0010835944485165783 0.0011887261334456584 0.0010441247715481383
leaf_count=612 556 318 420 100 223 243 242 116 311 430 41 162 136
internal_value=0 0.000167736 -8.21736e-05 0.000304732 0.000714932 -0.00166547 0.00122543 0.000590162 0.00127389 0.000166812 0.00143371 -0.000530052 0.00401653
internal_weight=0 0.0158593 0.0146551 0.0130021 0.0117409 0.0020733 0.00966763 0.00835795 0.00721514 0.00514026 0.00377431 0.00227232 0.00207488
internal_count=3910 3298 2980 2424 2004 343 1661 1419 1303 944 514 203 359
is_linear=0
shrinkage=0.0138033


Tree=2777
num_leaves=14
num_cat=0
split_feature=11 48 43 151 48 16 2 2 4 16 133 52 4
split_gain=4.41453e-05 5.68149e-05 0.000135771 9.69528e-05 8.33065e-05 0.000107413 7.85859e-05 0.000105593 0.000139381 7.39188e-05 9.14708e-05 5.75021e-05 6.60862e-05
threshold=0.08184000000000001 0.016865000000000002 -0.044024999999999988 -0.0008699999999999999 0.087945000000000009 -0.094359999999999986 0.11260500000000001 0.10393500000000001 0.15927500000000003 -0.091214999999999977 -0.085714999999999986 -0.092854999999999979 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 7 8 9 -5 -11 -12 -13
right_child=-2 2 4 6 5 -7 -8 -9 -10 10 11 12 -14
leaf_value=-0.0053701140178133121 -0.0033873278555811813 0.0064902804859292406 0.0040504524696539194 -0.0051904154057504414 -0.0057537448757770332 0.0014214178329977139 0.0037095755436460298 -0.005638839930795776 0.0052095850794765591 0.004406631074654571 -0.0045382636758700447 0.0027003782060377795 -0.0025144917573213126
leaf_weight=0.0010783489873756628 0.0010791636455434244 0.0013009039707377822 0.0010570770018164008 0.0010121672912025512 0.0010867644090605667 0.0014143800731586426 0.001470983656077513 0.0010657639592618704 0.0013133851293117534 0.0010475095357826078 0.001145885280044149 0.0013877108154739149 0.0014783676497726866
leaf_count=390 224 340 99 338 116 174 361 134 169 239 233 416 677
internal_value=0 0.000200061 0.00174565 -0.000482678 1.09887e-05 -0.00169624 4.8513e-05 -0.000588749 0.000140051 -0.000956563 -0.000109565 -0.00128873 1.04675e-05
internal_weight=0 0.0158592 0.00485913 0.0110001 0.00355822 0.00250114 0.00992177 0.00845079 0.00738503 0.00607164 0.00505947 0.00401196 0.00286608
internal_count=3910 3686 729 2957 389 290 2567 2206 2072 1903 1565 1326 1093
is_linear=0
shrinkage=0.0171627


Tree=2778
num_leaves=18
num_cat=0
split_feature=1213 1456 453 4 13 0 403 1 1 3 51 3 47 1 16 1 4
split_gain=0.000440921 0.000226069 0.000185792 0.000179656 0.000198178 0.000296902 0.000164611 0.000139194 0.000222688 0.000197573 0.00015579 0.000129253 0.000118987 0.000177123 0.000102634 0.000157707 4.13602e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.51381999999999983 0.17936000000000002 0.14676000000000003 0.03138500000000001 0.094385000000000011 0.10688500000000002 -0.100615 0.12342500000000002 -0.080884999999999985 0.084155000000000021 0.11287500000000002 -0.09601999999999998 0.079945000000000016 0.004850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 -5 12 -11 13 -10 -13 -16 -17
right_child=1 2 -4 4 -6 -7 -8 8 10 11 -12 14 -14 -15 15 16 -18
leaf_value=-0.0010831470508339595 -0.00073145949784226086 -0.00052811178287421202 -0.00062754835115589431 0.00053600901977423406 -0.00037754961230527416 0.0010311522835404145 0.00059611858796994853 0.0007290208922087493 2.7982352123396661e-06 -0.00066862944156141006 -0.00046399660682118818 0.00025482938732165861 -0.00012318891876934198 0.00093183014872586921 0.00022166919430553241 -0.00076253927552020161 -0.00029310702921905813
leaf_weight=0.0010459822790660654 0.0010475100674678444 0.0012055974625580735 0.0010351193791752191 0.0012191681272956268 0.0018902137615744675 0.0011082893176599861 0.0019283943199884376 0.0019341564783336151 0.0011451774037031512 0.0013065012667560823 0.0012039080480761299 0.0017141570786365357 0.0016191923345032734 0.0011538067442722121 0.0012521298533863306 0.0010544884626494389 0.0010481182209890472
leaf_count=592 332 71 91 120 183 52 194 289 105 744 76 141 107 291 325 171 26
internal_value=0 2.79694e-05 6.44298e-05 9.8894e-05 0.000137505 0.000192548 0.000136488 7.59902e-05 0.000245219 -8.12428e-05 6.25293e-05 -0.00019928 0.000224311 0.000469058 -7.83057e-05 -0.000248527 -0.000528534
internal_weight=0 0.0228659 0.0218184 0.0207833 0.0195777 0.0176875 0.0165792 0.0146508 0.00705624 0.00759456 0.00512208 0.00637539 0.00391818 0.00229898 0.00506889 0.00335474 0.00210261
internal_count=3910 3318 2986 2895 2824 2641 2589 2395 868 1527 579 1407 503 396 663 522 197
is_linear=0
shrinkage=0.00167351


Tree=2779
num_leaves=14
num_cat=0
split_feature=1 4 4 147 16 0 4 49 12 12 15 47 4
split_gain=4.99512e-05 9.60059e-05 0.000125128 8.83025e-05 9.12362e-05 7.50365e-05 7.37871e-05 0.000105868 7.14137e-05 0.000114568 7.88753e-05 6.89202e-05 6.29468e-05
threshold=0.085990000000000011 -0.15333499999999997 -0.49837999999999999 1.0000000180025095e-35 0.064860000000000015 -0.07773999999999999 -0.0010999999999999996 -0.045004999999999996 0.083715000000000026 0.091555000000000011 0.085120000000000015 0.09550500000000002 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8 -3 10 -10 12 -9
right_child=3 8 -4 -5 -6 -7 7 11 9 -11 -12 -13 -14
leaf_value=-0.0024925181943227714 0.0035499674533741995 -0.0057252221072913636 0.0048227279754941869 0.0051187079979502018 -0.0030953528251461441 0.0046520303755234714 0.0029398126718498973 -0.0067825105081627543 -0.0021951344005851584 -0.0053918376736111408 0.003808665507068779 0.00071134443284899226 -0.0012816570968312434
leaf_weight=0.0010732184712468965 0.0013418098429385525 0.0012074496899379169 0.0012998077239254596 0.0010155496106233003 0.0017225677345183103 0.0011640878174158332 0.0014422733484051316 0.0010207794896517906 0.0010775208972917394 0.0011023750535488911 0.0011239333486027688 0.0012755569515910761 0.0010723961698957797
leaf_count=75 347 283 91 165 344 428 87 82 714 660 386 118 130
internal_value=0 -0.00106732 0.00151435 0.000685686 0.000187653 0.000960548 0.000262134 -0.000654856 -0.00242533 -0.00121933 0.000870054 -0.00219386 -0.00396426
internal_weight=0 0.00688431 0.00237303 0.010055 0.00903947 0.0073169 0.00615282 0.00481101 0.00451128 0.00330383 0.00220145 0.00336873 0.00209318
internal_count=3910 2209 166 1701 1536 1192 764 417 2043 1760 1100 330 212
is_linear=0
shrinkage=0.0158556


Tree=2780
num_leaves=18
num_cat=0
split_feature=14 157 0 12 48 2 14 0 15 2 2 2 16 15 16 3 2
split_gain=0.00017013 0.000150199 0.000130588 0.000156532 0.000156829 0.000146468 0.000240014 0.000440635 0.000135736 0.000191711 0.000102327 0.000133998 0.000231483 9.81852e-05 0.000211452 3.8852e-05 3.59737e-05
threshold=0.020750000000000005 -0.077044999999999988 0.18055000000000002 0.10852500000000001 0.12862000000000004 0.099015000000000006 -0.13131999999999996 -0.097024999999999986 -0.10312999999999999 -1.0000000180025095e-35 0.093070000000000014 0.086545000000000025 -0.090809999999999988 0.085120000000000015 0.51388000000000011 -0.021064999999999997 0.11290500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 16 -3 -10 11 13 -13 14 -11 -9 -8
right_child=-2 2 -4 -5 -6 6 7 15 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00049511570339324628 -0.00071542668888881211 -0.00056700367196559629 0.00056901221227988825 -0.00062802284043597212 -0.00066049146436742876 -0.00046317443296516048 0.00080076260988493303 -0.00035781009654529554 0.00070323343377502105 -0.00079152197174829153 -0.00060941685148650218 0.00075028653252223786 -0.00017609211332554375 0.0002087776846090033 0.00016914738442051251 0.00012505393161948056 0.0012614700717508535
leaf_weight=0.0018218400466590975 0.0010067616682657319 0.0015375583121229565 0.0010521645150252069 0.0013694245020720993 0.0010735567645442914 0.0010747193482795675 0.0010353372097477997 0.0010070247674790755 0.0010212003465985805 0.0017326299683492336 0.0010314057056817587 0.00147042682399132 0.0018421223427576988 0.0010802704691504454 0.001159329779717666 0.0010136004700738097 0.0010199707823140385
leaf_count=452 153 277 44 276 93 83 142 266 118 453 212 124 431 514 33 106 133
internal_value=0 1.70009e-05 -2.76207e-05 -6.16112e-05 -1.62489e-05 2.6909e-05 0.000268776 0.000461772 -8.76453e-05 -8.71082e-06 -9.61352e-05 -2.3463e-05 0.000235124 -0.000239105 -0.000406409 -0.000115592 0.00102939
internal_weight=0 0.0213426 0.0195207 0.0184686 0.0170992 0.0160256 0.00515065 0.00407593 0.0108749 0.00933739 0.00831619 0.00728478 0.00331255 0.00397223 0.00289196 0.00202063 0.00205531
internal_count=3910 3757 3305 3261 2985 2892 730 647 2162 1885 1767 1555 555 1000 486 372 275
is_linear=0
shrinkage=0.00174112


Tree=2781
num_leaves=18
num_cat=0
split_feature=0 128 12 3 151 150 0 3 48 160 3 403 16 1 3 0 16
split_gain=0.000167259 0.000140452 0.000145236 0.000106551 0.000156006 0.000168427 0.000164183 0.000154786 0.000174785 0.000130662 0.000179908 0.000143477 0.000158466 0.000102619 6.42504e-05 6.92056e-05 0.000111339
threshold=0.18055000000000002 0.081870000000000012 0.10852500000000001 -0.075954999999999981 0.056555000000000001 0.089155000000000012 -0.10209999999999998 0.084925000000000014 0.08740500000000001 0.031805000000000007 -0.082304999999999975 0.07955000000000001 -0.15168999999999996 0.092010000000000022 -0.018854999999999997 -0.017269999999999997 -0.053084999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -5 13 10 11 12 -1 -9 -8 16 -16
right_child=-2 -3 -4 4 -6 -7 14 8 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00024526863248228485 0.00065882965701249583 -0.00068247395924288527 -0.00065460314495076354 -0.00067841821642327185 -0.00044207236364744398 0.00081673175600943042 0.0007142192844539671 0.00071971884417638033 -0.00049642457663060381 0.00032508808332467026 -0.00081053738857465266 0.00047311380765718716 -0.00061479416682468026 1.339092162516402e-05 0.0004719897345187861 0.0006051253024016793 -0.00031312168926358124
leaf_weight=0.0010416627991148546 0.001060441894129782 0.0010128294695939321 0.0010261317926926255 0.001114440443348492 0.0013333874342760814 0.0011570684190544802 0.0011300128052915978 0.0010950045670332642 0.0011667516211955054 0.0013440271814149848 0.0014272973089335048 0.0010196782475423438 0.0017247235128072377 0.0014482888936913629 0.0010369451977909907 0.0010258070888782738 0.0011602679086314955
leaf_count=115 44 285 269 140 96 113 306 51 84 295 629 138 910 78 95 131 131
internal_value=0 -5.05123e-05 -1.72645e-05 1.86192e-05 0.000118421 0.000190737 0.000111813 -0.000109394 6.15316e-05 -0.000158964 -0.000283755 -8.51647e-05 -0.000290944 0.000317498 0.000356979 0.000231728 5.74011e-05
internal_weight=0 0.0202643 0.0192515 0.0182254 0.011668 0.0103346 0.00917752 0.00482449 0.00371005 0.00655739 0.00521336 0.00378606 0.00276639 0.00254329 0.00435303 0.00322302 0.00219721
internal_count=3910 3866 3581 3312 1225 1129 1016 353 213 2087 1792 1163 1025 129 663 357 226
is_linear=0
shrinkage=0.00174112


Tree=2782
num_leaves=13
num_cat=0
split_feature=484 15 12 1 1 16 160 4 2 1 1 16
split_gain=4.28238e-05 5.5092e-05 0.000130315 0.000101843 0.000135598 9.26415e-05 8.69696e-05 0.00012791 0.000132503 0.000142813 7.77522e-05 6.69477e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 0.086560000000000012 0.18936500000000003 -0.08044999999999998 -0.00072999999999999985 0.089910000000000004 0.11167500000000001 0.11215000000000001 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -6 -8 10 -10 -9 -4
right_child=1 2 11 4 6 -7 7 8 9 -11 -12 -13
leaf_value=-0.0029557396953395622 -0.0038410503075667264 -0.0050181615357921617 0.0028254522571323861 0.0071798990416044794 -0.0030704538240801777 0.0015639346715888985 0.0068123790550968562 -0.0046424987475108042 0.0070215680147414309 -0.0010035531311023006 0.001226614829218391 -0.0023334376091323182
leaf_weight=0.0012144323853828477 0.0019653520308723438 0.0016026151388243573 0.0016621445014760594 0.0010561050478907911 0.001165436021128825 0.0014350937228535601 0.0010729449137247341 0.0013352059444592984 0.0012731439671050809 0.0010653436960269989 0.001058359548004617 0.0010890348940617665
leaf_count=612 579 421 210 105 188 199 329 117 99 201 128 722
internal_value=0 0.00019592 -0.00135217 0.000785758 0.00177953 -0.00155998 0.000961308 0.00177074 0.000627602 0.00336557 -0.00204736 0.000783342
internal_weight=0 0.0157808 0.00435379 0.011427 0.00802654 0.00340045 0.00697043 0.005805 0.00473205 0.00233849 0.00239357 0.00275118
internal_count=3910 3298 1353 1945 1167 778 1062 874 545 300 245 932
is_linear=0
shrinkage=0.0161728


Tree=2783
num_leaves=14
num_cat=0
split_feature=2 2 159 47 0 16 1374 0 1 160 49 12 16
split_gain=4.62213e-05 5.71604e-05 0.000103502 8.50696e-05 0.000161471 0.000165887 6.81793e-05 0.00010107 0.000186052 8.52801e-05 0.000115175 6.89673e-05 7.59107e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -1.0000000180025095e-35 0.10783500000000001 -0.083424999999999985 -0.089864999999999987 -1.0000000180025095e-35 -0.19631499999999999 0.11287500000000002 0.084835000000000008 -1.0000000180025095e-35 0.089995000000000006 -0.0021449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -4 -8 9 10 -9 12 -12
right_child=1 2 6 -5 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=0.0026332398162085455 -0.0049130102873072958 -0.0043516423659391273 0.0047501469737493323 0.001783219490845783 -0.0084035031798437992 0.0034842845757955486 -0.0038704052991039169 -0.0053728642842981829 0.007400956941828794 0.0037324140190865343 0.0048973638839444932 -0.0018602861642430838 -0.00096796989435978616
leaf_weight=0.0014982010819927566 0.0012105788446978437 0.0010618307189142724 0.0010153846129665753 0.0012435114614401943 0.001002246969411741 0.0011563719705076129 0.0011968825395007338 0.0010959711592894083 0.0010157040597475369 0.0013006002873752441 0.0012435001987303896 0.0018395362382764777 0.0010015204439221565
leaf_count=280 271 340 68 122 519 418 122 201 285 260 239 614 171
internal_value=0 -0.000284189 0.000348301 -0.00176109 -0.00306923 -0.000810518 0.000862308 0.000408226 0.00109132 0.000102489 -0.000808824 0.000415802 0.00228079
internal_weight=0 0.0153836 0.0107709 0.00461271 0.0033692 0.00236695 0.0097091 0.00869371 0.00749683 0.00648113 0.00518053 0.00408456 0.00224502
internal_count=3910 3630 2300 1330 1208 689 1960 1892 1770 1485 1225 1024 410
is_linear=0
shrinkage=0.0158556


Tree=2784
num_leaves=13
num_cat=0
split_feature=11 2 151 457 16 15 3 15 49 3 13 12
split_gain=4.42187e-05 5.72419e-05 6.87758e-05 0.000106892 9.49867e-05 7.60463e-05 0.000105954 7.67515e-05 0.000111526 0.00010211 8.42294e-05 6.94515e-05
threshold=0.08184000000000001 -1.0000000180025095e-35 -0.095804999999999987 -0.0034949999999999994 -0.49150499999999991 0.088615000000000013 -0.10315499999999998 -0.017214999999999998 -0.047309999999999998 0.10666500000000002 -0.060719999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 11 -10 -9
right_child=-2 2 3 4 5 -7 7 9 10 -11 -12 -13
leaf_value=0.0037413977179653075 -0.0031261718349593743 0.0036758840459654445 -0.0050977938468133605 0.0046416213522815844 0.0037846516141243642 -0.0035489772277748706 0.0020466667511872729 0.0020853310270753027 -0.00072540994495067109 0.0048775009604499191 -0.0057773563525739821 -0.0035646111384386617
leaf_weight=0.0010639075226735973 0.0010801521728397425 0.0011375578248778431 0.0011098034204163982 0.0010331020564575402 0.0016708415904722164 0.001630381617699894 0.0012786550809658855 0.0010540262444877352 0.0015330260916476253 0.001219568321483594 0.0018084211348730471 0.0011369856254646871
leaf_count=235 224 210 282 195 178 797 128 167 527 58 423 486
internal_value=0 0.000190585 -6.79452e-05 -0.000384003 3.90762e-05 -0.000380527 0.000151945 -0.000603866 -0.00193567 0.00120024 -0.00345957 -0.000846603
internal_weight=0 0.0156763 0.0146124 0.0134748 0.012365 0.0113319 0.00970152 0.00803068 0.0046201 0.00341058 0.00334145 0.00219101
internal_count=3910 3686 3451 3241 2959 2764 1967 1789 1078 711 950 653
is_linear=0
shrinkage=0.0158556


Tree=2785
num_leaves=14
num_cat=0
split_feature=1 4 147 16 0 4 2 12 2 49 51 1 12
split_gain=4.67109e-05 8.24779e-05 8.1261e-05 7.73448e-05 7.07943e-05 6.69623e-05 8.06082e-05 6.48408e-05 6.15394e-05 8.16841e-05 0.00021413 5.52437e-05 3.0353e-05
threshold=0.085990000000000011 -0.082054999999999975 1.0000000180025095e-35 0.064860000000000015 -0.07773999999999999 -0.49837999999999999 0.088210000000000025 0.085185000000000025 1.0000000180025095e-35 1.0000000180025095e-35 0.089355000000000004 0.095575000000000007 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 -1 -7 -3 11 10 -10 -2 -9
right_child=2 7 -4 -5 -6 6 -8 12 9 -11 -12 -13 -14
leaf_value=-0.0025617520592034 -0.0047835622062773666 -0.0058969713860750218 0.0051568460607886932 -0.0029651474024619479 0.0047314739647288931 -0.0007747337728357727 0.005564200545475015 0.00085076910743477399 0.0067721851103945876 -0.00237484571638532 -0.002602326040826255 0.00044443093471753644 -0.0029411224514268408
leaf_weight=0.0010702049138796924 0.0010141919562879848 0.0012204996677201594 0.0010013250416996767 0.0016992029044738208 0.0011337308896997387 0.0010649197356235392 0.0011200844731983975 0.0010635541468220311 0.0016498761224196688 0.0010644839267609169 0.001108564092957065 0.0012017852860070092 0.0012491743578896368
leaf_count=75 287 450 165 344 428 425 130 464 158 109 63 147 665
internal_value=0 -0.00107545 0.000702167 0.000199387 0.000949068 0.000818917 0.00247475 -0.00282076 0.000238967 0.00150681 0.00300475 -0.00194828 -0.00119735
internal_weight=0 0.00678844 0.00987316 0.00887184 0.00717263 0.00325521 0.002185 0.00353323 0.0060389 0.00382292 0.00275844 0.00221598 0.00231273
internal_count=3910 2209 1701 1536 1192 630 555 1579 764 330 221 434 1129
is_linear=0
shrinkage=0.0164962


Tree=2786
num_leaves=17
num_cat=0
split_feature=14 403 157 124 12 14 48 49 4 43 3 51 16 2 3 42
split_gain=0.000187209 0.000170291 0.000171276 0.000180748 0.000199265 0.000153497 0.00015307 0.000239719 0.000160217 0.000145088 0.00015707 0.000191102 0.000171502 0.000172472 0.000107655 8.20797e-05
threshold=0.018455000000000003 -1.0000000180025095e-35 -0.077044999999999988 0.08919500000000001 0.10852500000000001 -0.13131999999999996 0.11930500000000001 0.093425000000000022 0.15927500000000003 0.0033500000000000005 0.0021050000000000005 0.08482000000000002 0.23932500000000004 0.088300000000000003 -0.08348499999999999 0.083610000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 10 12 -12 13 14 -7 -10
right_child=-2 2 3 -5 -6 6 -8 -9 15 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00067490713830442594 -0.00077481073593363198 0.00065490561438657352 -0.0006191766865466941 0.00074895987691334228 -0.00072462095871178827 0.00071990041448774338 -0.00053386328145005844 0.00092955739212131287 0.00085370830140281634 -0.00053078647672025398 -0.00089411387268282377 7.2563207015430029e-05 0.00083104169995430592 -0.00048038125632906376 1.4664713142210199e-05 0.00015552234428628251
leaf_weight=0.0010812862428318899 0.0010078483871572104 0.001485135001198924 0.0011251897276050677 0.0010371409107442593 0.0012550241414628722 0.001220810487636695 0.0012388549791798606 0.001131165529921368 0.0010881368703549389 0.001648618875848191 0.0010654833185119728 0.0018127690560960641 0.0012363399002961462 0.0013155795086322898 0.0016983918029449671 0.0011224967923712346
leaf_count=905 159 421 116 70 218 225 113 214 152 258 87 84 153 293 319 123
internal_value=0 2.48125e-05 6.36499e-05 1.4856e-05 -3.00391e-05 2.54708e-05 7.52251e-05 0.000131791 5.78751e-05 -3.97029e-05 5.72636e-05 -0.000285285 0.000237472 6.41801e-05 0.000309594 0.000499189
internal_weight=0 0.0205624 0.0194811 0.017996 0.0169589 0.0157038 0.0145786 0.0133398 0.0122086 0.00999799 0.00834937 0.00287825 0.00547112 0.00423478 0.0029192 0.00221063
internal_count=3910 3751 2846 2425 2355 2137 2021 1908 1694 1419 1161 171 990 837 544 275
is_linear=0
shrinkage=0.00181146


Tree=2787
num_leaves=13
num_cat=0
split_feature=11 2 151 457 4 2 48 1 3 3 4 13
split_gain=4.13924e-05 5.16725e-05 5.35198e-05 9.35263e-05 8.62743e-05 5.84237e-05 7.48633e-05 7.05233e-05 0.000188986 7.6823e-05 8.8155e-05 0.000125544
threshold=0.08184000000000001 -1.0000000180025095e-35 -0.095804999999999987 -0.0034949999999999994 0.25367000000000006 0.11339500000000001 0.091555000000000011 0.088495000000000018 -0.074234999999999982 0.084925000000000014 -0.078484999999999985 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -9 10 11 -5
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0035098349682880039 -0.0029757435537961468 0.0032055017946654068 -0.0046504696855119571 -0.006209348489318557 0.0033979461644223926 -0.003337162507904258 0.0038353307365440069 0.0019800120611487781 -0.0068267390646968061 0.0033935507454547547 0.0019245045699892685 0.00091107150279050504
leaf_weight=0.0010522024034968535 0.0010710882451638896 0.0011208436496347755 0.0011106208784271493 0.0011870407873100881 0.0016237644261762269 0.0014600307888020187 0.0010898246791461461 0.0010938034837892491 0.0012752860095342211 0.0015426938039646565 0.0018122082638583484 0.0012065048006116852
leaf_count=235 224 210 282 622 298 325 163 342 219 82 751 157
internal_value=0 0.000183433 -5.7574e-05 -0.000330478 5.98737e-05 -0.00044824 9.86302e-06 -0.000503727 -0.00276068 0.000426424 -0.000661935 -0.00262019
internal_weight=0 0.0155748 0.0145226 0.0134018 0.0122912 0.0106674 0.00920736 0.00811754 0.00236909 0.00574845 0.00420575 0.00239355
internal_count=3910 3686 3451 3241 2959 2661 2336 2173 561 1612 1530 779
is_linear=0
shrinkage=0.0155448


Tree=2788
num_leaves=13
num_cat=0
split_feature=1 4 15 49 15 0 4 4 13 2 15 47
split_gain=4.43672e-05 8.30369e-05 8.24785e-05 7.52427e-05 0.000104905 8.46206e-05 6.64848e-05 0.00011161 9.56804e-05 5.68021e-05 7.72355e-05 4.31733e-05
threshold=0.088010000000000019 -0.08422499999999998 -0.017214999999999998 -0.047309999999999998 -0.10071499999999999 -0.10209999999999998 -0.15333499999999997 -0.49837999999999999 -0.084084999999999979 0.087005000000000013 -1.0000000180025095e-35 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 11 7 -1 -8 -10 -11 -5
right_child=1 2 -4 4 -6 -7 8 -9 9 10 -12 -13
leaf_value=-0.0022552123301358843 -0.0031095214498433285 0.0035911673452618982 0.0036201779503015155 0.0015974057170519607 -0.0033667112234102132 0.0042837642001095182 -0.0048619323129601025 0.0038387391759351071 0.0015744553336294418 -0.0047625701147529223 0.0006289956404741026 -0.0022712694991883454
leaf_weight=0.0010833092656849924 0.0010381356240908258 0.0011313783993926367 0.0019770209704597407 0.0010430838344172005 0.00162609474107647 0.001058766532266245 0.001408560413948841 0.0013237408618735902 0.0014868583174029136 0.0010351810581042736 0.0010722193683121188 0.0012656344380745088
leaf_count=88 252 206 431 102 241 258 708 101 436 561 431 95
internal_value=0 0.000639443 0.00111981 0.000312739 -0.000430043 0.000988019 -0.00082655 0.00109611 -0.00175162 -0.000532713 -0.00201941 -0.000523394
internal_weight=0 0.00914011 0.00810198 0.00612496 0.00499358 0.00336748 0.00740987 0.00240705 0.00500282 0.00359426 0.0021074 0.00230872
internal_count=3910 1585 1333 902 696 455 2325 189 2136 1428 992 197
is_linear=0
shrinkage=0.0140794


Tree=2789
num_leaves=17
num_cat=0
split_feature=124 12 403 48 160 484 457 160 403 42 52 42 0 3 15 4
split_gain=0.000203295 0.000146532 0.00013596 0.00012026 0.000119448 0.000144946 0.000116894 0.000149308 0.000155728 0.000135954 0.000149618 9.23586e-05 0.000130459 0.000207308 0.000143577 9.76072e-05
threshold=0.08919500000000001 0.10852500000000001 -1.0000000180025095e-35 -0.086624999999999994 0.11161500000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.098319999999999991 0.09389500000000002 0.098285000000000011 -0.24456499999999998 0.088115000000000013 -0.07773999999999999 -1.0000000180025095e-35 -0.10469999999999999 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 9 10 -9 12 13 15 -15 -12
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.00063355265121274736 0.00076310995973153284 -0.00061566104096178961 -0.00055613672322155474 -0.00051733175500230113 -0.00045763975896876986 -0.00042968492125381813 -0.00042983306563947868 -0.00035973339528945736 -0.00040948128695332016 0.00092386548031531124 4.7469152300532885e-05 0.00075866215685416486 0.00064719633446000944 -8.8561728431864352e-06 0.00071445701268079635 -0.00069863682708724384
leaf_weight=0.0010526268539188489 0.0010078713715356144 0.0013666496685559503 0.0010620532609376667 0.0011006154111889163 0.0012960598348749344 0.0010142189942360493 0.0011032665804944193 0.0011266463284681809 0.0010267212409460222 0.0010427063461549415 0.0011585465071619833 0.0013307136772586371 0.0019594239198759567 0.0015864627363159356 0.0019047461430186626 0.0010580770152405165
leaf_count=868 76 312 93 377 178 168 325 249 222 125 247 127 243 84 88 128
internal_value=0 -5.41652e-05 -1.33973e-05 2.33378e-05 6.01719e-05 0.000103716 0.000151478 0.000195804 0.000252409 0.000313264 0.000250379 0.000326772 0.000251814 0.000116085 0.000385772 -0.000308675
internal_weight=0 0.0201895 0.0188229 0.0177703 0.0167082 0.0154121 0.0143115 0.0132973 0.012194 0.0111673 0.0101246 0.00899797 0.00766726 0.00570783 0.00349121 0.00221662
internal_count=3910 3834 3522 2654 2561 2383 2006 1838 1513 1291 1166 917 790 547 172 375
is_linear=0
shrinkage=0.00177594


Tree=2790
num_leaves=19
num_cat=0
split_feature=1213 1456 453 11 4 1374 0 13 39 52 4 4 48 12 47 3 1 0
split_gain=0.000591749 0.000366734 0.000232875 0.000249604 0.000189588 0.00017762 0.000158001 0.000184248 0.000200418 0.000200411 0.00029992 0.000196067 0.00020823 0.00019252 0.000130489 8.23879e-05 0.000175909 8.94935e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088315000000000018 -0.51381999999999983 -0.094679999999999986 -0.230625 -0.012339999999999999 0.005105000000000001 0.11588000000000002 -0.084009999999999987 0.15927500000000003 0.086870000000000017 0.089855000000000004 0.09550500000000002 -0.088024999999999978 0.094695000000000015 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 9 14 10 -8 12 13 -12 15 17 -17 -9
right_child=1 2 -4 -5 5 6 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0013491915528900092 -0.0010263013861982783 -0.00052855837162339811 -0.00075099461729951906 -0.00072521467773894576 -0.000436988249337012 0.00097531872012878806 0.0013944286171390392 -0.00023670052857228764 0.00071458930783647697 -0.00024694549752504464 -0.00064788203798669616 0.00087379020131543204 0.00079242717543793258 0.00038636997671914926 0.00050034469739603513 -0.00073065591901635041 5.2014417657561199e-05 0.00049433191245351572
leaf_weight=0.0010459776716715127 0.0010017725927754231 0.0011512416638061801 0.0010164057741447454 0.0010438805972557653 0.0012233243815149555 0.0010024359844415997 0.001170594488953923 0.0011862458604159441 0.0012585035518430897 0.0011790655059817773 0.0012781862359679203 0.0017468137112377682 0.0010697950195825284 0.0010978328485844388 0.0011107295308898646 0.0018810173951618187 0.0018881822566840789 0.0010237473514224538
leaf_count=592 332 65 91 141 68 74 127 189 168 315 401 232 160 334 64 307 114 136
internal_value=0 4.48554e-05 9.51675e-05 0.00013751 0.00018425 0.000229547 0.000277815 0.000233814 4.84143e-05 0.000439029 0.000566136 0.000379411 0.000128791 -0.000170009 -6.98358e-05 -0.000175756 -0.000338577 0.00010194
internal_weight=0 0.0223298 0.021328 0.0203116 0.0192677 0.0181165 0.0168931 0.0158907 0.00834843 0.00754229 0.00636322 0.00519263 0.00344581 0.00237602 0.00708992 0.00597919 0.0037692 0.00220999
internal_count=3910 3318 2986 2895 2754 2689 2621 2547 978 1569 1254 1127 895 735 810 746 421 325
is_linear=0
shrinkage=0.00181146


Tree=2791
num_leaves=21
num_cat=0
split_feature=1213 1456 11 453 42 15 133 47 16 47 16 0 3 160 4 15 2 13 3 15
split_gain=0.000668366 0.000351652 0.000247597 0.000266123 0.000177845 0.000230534 0.000212788 0.000175167 0.000302704 0.000189312 0.000171424 0.000248143 0.000165772 0.000205034 0.000153791 0.000183457 0.000117089 0.000111765 8.01493e-05 1.6027e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089560000000000015 1.0000000180025095e-35 0.083725000000000008 0.10043500000000001 0.090085000000000012 0.09550500000000002 -0.055679999999999993 0.081320000000000017 0.26760500000000004 -0.07773999999999999 0.099570000000000006 -1.0000000180025095e-35 -0.0017649999999999999 0.024640000000000006 0.08400500000000001 -0.080179999999999987 -0.08824499999999999 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 16 9 -9 10 11 12 14 -14 15 -3 -6 -18 -13 -16
right_child=1 2 -4 -5 6 -7 -8 8 -10 -11 -12 18 13 -15 19 -17 17 -19 -20 -21
leaf_value=-0.0013365144191125802 -0.00096035692835673198 0.0006574861948640305 -0.0007629944835470311 -0.00073060327170059922 0.00023474327128936162 -0.00070406182167807288 -0.00025546293617534268 0.0010739939374053674 -0.00016156508065274061 -0.00060751420155884142 -0.00046056133927754693 0.00039058616844195581 -0.00014054218384610797 0.00091474716370986797 -0.00036413399000051553 -0.00034941155857161647 0.00045259514864216973 0.0011267323531785464 0.001059259891152755 -0.00067409349657292738
leaf_weight=0.0011234767782316154 0.0010244388163226361 0.0010816432725796344 0.0010042364185459457 0.0010581322237603876 0.001860903954589193 0.0011020145828024583 0.0011507499721676809 0.001404093306665577 0.0010510761467165128 0.0012485597078101826 0.0013703293704485303 0.0011355815733340279 0.0010623757018127233 0.0011759336159240519 0.001014290717242362 0.0011130341731572999 0.0014838049180531119 0.0014983910762564126 0.0010420784452831013 0.0010085629393193881
leaf_count=592 332 163 130 90 310 110 433 83 67 73 154 102 53 96 97 272 350 123 176 104
internal_value=0 3.76317e-05 8.23438e-05 0.000121175 0.0001645 6.20847e-05 0.000417546 0.000123679 0.000545042 3.17412e-05 0.000111525 0.000202328 3.08912e-05 0.000413872 -0.000172363 0.000146836 0.000577457 0.000791312 0.000710567 -0.000518675
internal_weight=0 0.0238902 0.0228658 0.0218616 0.0208034 0.0148096 0.00599385 0.0137076 0.00245517 0.0112524 0.0100038 0.0086335 0.00645584 0.00223831 0.00421753 0.00219468 0.0048431 0.0029822 0.00217766 0.00202285
internal_count=3910 3318 2986 2856 2766 1550 1216 1440 150 1290 1217 1063 785 149 636 435 783 473 278 201
is_linear=0
shrinkage=0.00174112


Tree=2792
num_leaves=19
num_cat=0
split_feature=1213 124 14 157 14 124 48 12 48 4 457 49 13 42 3 42 1 4
split_gain=0.000523089 0.000261556 0.000218312 0.000219731 0.000183503 0.000177594 0.000234242 0.000291648 0.000209813 0.000171715 0.00020486 0.000127575 0.000186793 0.000178042 0.000201297 0.000118849 8.8199e-05 8.81401e-05
threshold=-1.0000000180025095e-35 0.11158000000000001 0.020750000000000005 -0.077044999999999988 -0.13131999999999996 -0.048219999999999992 0.11930500000000001 -1.0000000180025095e-35 0.097140000000000018 -0.08422499999999998 -1.0000000180025095e-35 -0.084114999999999981 -0.094679999999999986 -0.082904999999999993 -0.077894999999999978 0.084305000000000005 0.094890000000000016 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 15 -11 -12 -13 -14 -15 -9 17 -16
right_child=1 -3 -4 4 5 6 -8 8 -10 10 11 12 13 14 16 -17 -18 -19
leaf_value=-0.0011113605364328821 0.00058513386922125113 0.00083113898920531091 -0.00073117372295797279 -0.00057140618202779279 0.00065640676805232097 -0.00078945911736159153 -0.00068893130202516231 -0.00052193275423886463 0.00076386488431528859 -0.00054187684981353644 -0.00029529306883112024 0.00081450927791377385 0.00079814281678865511 -0.00038745694896388658 -0.00026599251509209316 0.00013633126131796331 0.00059205580225505966 0.00039859471541144775
leaf_weight=0.0010832850777970872 0.001700606427138345 0.0010143953830719808 0.0010194982876900001 0.0014352784197988145 0.0010874235374489045 0.001021383445998743 0.0012332586413559268 0.0019943344239368244 0.0011349118277434464 0.001002051541063761 0.0010670806963702529 0.0014672109871298302 0.0010004303116714569 0.0017498583913344566 0.0010214124257428357 0.0011016784573379679 0.0014077377706124272 0.0010441500983085963
leaf_count=592 436 40 137 132 240 149 103 319 133 130 74 110 155 613 206 79 172 90
internal_value=0 3.29772e-05 -4.7015e-06 3.14822e-05 -1.86848e-05 2.70842e-05 -1.50408e-05 4.03195e-05 0.000100896 4.23701e-05 0.000147073 0.000225901 0.000298215 0.000176499 5.74306e-05 -0.000287698 0.000281566 6.9959e-05
internal_weight=0 0.0225027 0.0214883 0.0204688 0.0187682 0.0173329 0.0162455 0.0150122 0.0139909 0.0128559 0.00975993 0.00875788 0.0076908 0.00622359 0.00522316 0.00309601 0.0034733 0.00206556
internal_count=3910 3318 3278 3141 2705 2573 2333 2230 2081 1948 1550 1420 1346 1236 1081 398 468 296
is_linear=0
shrinkage=0.00160853


Tree=2793
num_leaves=20
num_cat=0
split_feature=14 0 12 1374 1 15 13 4 47 157 16 48 43 16 48 4 1 16 15
split_gain=0.000209521 0.000179388 0.000346115 0.000187149 0.000151268 0.000188631 0.000187042 0.000179516 0.000222658 0.000206326 0.000216731 0.000311147 0.000217375 0.000128134 0.000130374 0.000117327 5.13897e-05 4.86426e-05 4.08339e-05
threshold=0.020750000000000005 0.18055000000000002 0.11655500000000001 -0.094679999999999986 0.077800000000000022 0.085120000000000015 -0.082014999999999991 -0.23071499999999998 0.087850000000000025 -0.077294999999999989 -0.087734999999999994 0.084905000000000022 -0.049504999999999987 0.51388000000000011 0.10417000000000001 -0.026614999999999996 0.098545000000000008 -0.090809999999999988 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 15 -6 9 -9 11 18 -12 14 16 -5 -10 -7 -11
right_child=-2 -3 -4 4 7 17 -8 8 13 10 12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00067172844950723462 -0.00079819637628728479 0.00072291953595785734 -0.0010288614619480608 0.00041037720733792408 -0.00048222925030193714 0.00055100162620771911 -0.00077568208408304291 0.0011778843631404603 -0.00021973761043001127 0.0013076272198671857 0.00061074713240405845 -0.00011150023145172733 -0.00043443044234632453 0.00047855607495415442 0.00027572753891688564 -0.0004120009591818354 -0.00078300387028137214 2.1411556769356705e-05 0.00080365897437895519
leaf_weight=0.0011049224027810381 0.0010263950693190629 0.001096419952185723 0.0010085223806331192 0.0010595934238619709 0.0011140618466700105 0.0010606944897654236 0.0019000848919842207 0.001069557113533938 0.0010152245901443591 0.0010286443629593835 0.0010048416680094275 0.0011066281485469509 0.0016717552452361114 0.0010332310759153529 0.0010141182208337528 0.0011313818568394777 0.001028321561515888 0.0011295050441828235 0.0010000594762725901
leaf_count=66 153 44 174 78 216 95 676 115 81 235 263 68 344 33 101 416 95 574 83
internal_value=0 2.30562e-05 -1.44097e-05 3.81306e-05 8.08327e-05 -0.000142731 -0.000367914 0.000197018 0.000265984 0.000461043 0.000329124 0.000645992 -4.20524e-05 -6.21339e-05 -0.000244841 -1.42847e-05 -0.000503176 0.000277887 0.00105919
internal_weight=0 0.0215776 0.0204811 0.0194726 0.0183677 0.00628126 0.00409106 0.0120864 0.0109724 0.00688149 0.00581193 0.00313533 0.0026766 0.0040909 0.00305766 0.00219098 0.00204355 0.0021902 0.0020287
internal_count=3910 3757 3713 3539 3473 1839 1170 1634 1418 1108 993 386 607 310 277 494 176 669 318
is_linear=0
shrinkage=0.00177594


Tree=2794
num_leaves=17
num_cat=0
split_feature=124 128 12 52 160 484 457 156 133 15 160 133 15 43 0 4
split_gain=0.000169189 0.000132513 0.000123853 0.000132322 0.000136504 0.000229508 0.000167257 0.000156235 0.000165095 0.00013232 0.000160297 0.000288248 0.000148793 0.000146044 0.000280321 7.38404e-05
threshold=0.08919500000000001 1.0000000180025095e-35 0.10852500000000001 0.28122000000000008 -0.087874999999999995 -1.0000000180025095e-35 -0.0034949999999999994 0.091280000000000014 -0.091614999999999988 -0.10469999999999999 0.088095000000000021 0.092000000000000012 -0.050004999999999994 -0.082094999999999987 -0.083424999999999985 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8 15 11 12 -11 -14 -15 -10
right_child=-2 -3 -4 -5 5 6 7 -9 9 10 -12 -13 13 14 -16 -17
leaf_value=0.00054774645128161342 0.00065443415942500181 -0.00065832167965976436 -0.00061077255098270129 -0.00058602114156072619 -0.00077139678328421498 -0.0006102700640641973 -0.00041507941488895213 -0.00052775233069845542 -0.00050651858965200655 0.00094500409752087781 -0.00014544185683606939 -0.0003827497848293591 0.0008202710513703069 0.00058525061375691416 -0.00047554408946913766 0.00014345072218428513
leaf_weight=0.0014226361697818072 0.0010218549105410297 0.0010157401584295371 0.0010008083224429696 0.0010390540438817248 0.0010603761319579177 0.0010389783149623551 0.0013407259558030184 0.0010676078376358313 0.0010039456754428152 0.0019546240388890286 0.0018674722299025087 0.0011302784022195755 0.0014844481718427117 0.0018412688625093205 0.0011982052788970686 0.0010336490299473939
leaf_count=371 76 276 266 302 396 132 298 237 107 177 115 308 147 278 251 173
internal_value=0 -5.72426e-05 -2.59072e-05 5.76131e-06 4.10105e-05 -3.98515e-06 5.04052e-05 9.97096e-05 0.000151822 0.000217834 0.000302688 0.000412675 0.000551448 0.000381407 0.00016707 -0.000176796
internal_weight=0 0.0204998 0.0194841 0.0184833 0.0174442 0.0160216 0.0149612 0.0139222 0.0128546 0.0115139 0.0094763 0.00760882 0.00647855 0.00452392 0.00303947 0.00203759
internal_count=3910 3834 3558 3292 2990 2619 2223 2091 1854 1556 1276 1161 853 676 529 280
is_linear=0
shrinkage=0.00170698


Tree=2795
num_leaves=17
num_cat=0
split_feature=128 14 124 4 13 3 4 1374 1 1 47 15 13 4 15 0
split_gain=0.000233053 0.000176373 0.00019333 0.000182491 0.000326951 0.000205128 0.000172142 0.000162135 0.000158977 0.000260497 0.000204094 0.000387757 0.000182681 0.000167054 0.000155748 0.000121583
threshold=0.086435000000000012 0.020750000000000005 -0.048219999999999992 -0.51381999999999983 -0.26418499999999995 -0.15464999999999998 -0.23071499999999998 -0.094679999999999986 1.0000000180025095e-35 0.092550000000000007 0.09252500000000001 -0.064869999999999983 -0.084084999999999979 -0.0031049999999999997 0.083935000000000023 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 12 13 15 -12 -9 -10 -14 -11
right_child=-2 -3 3 4 5 6 7 8 9 10 11 -13 14 -15 -16 -17
leaf_value=0.00068058861313059413 -0.00086596262846275803 -0.00071822878920580022 -0.00071829736376650716 0.00082452790984137154 0.0007529805492327644 -0.00068125207433793915 -0.00068878206552788757 -0.00087816618633673022 0.00015380536070198011 -2.8660575706761929e-05 -0.0010464832418148569 0.0003724638843145154 -0.00051838805458597945 0.0010207000851323025 0.00029147004900250111 0.00068906232205948872
leaf_weight=0.0015161941753085674 0.0010151019441473749 0.0010077196195280433 0.0010698531652446426 0.0016344676104171228 0.0010435408351641357 0.0014056884160220618 0.0010873812404845759 0.0011081383562975234 0.0013559567626195562 0.0019157758274362946 0.0014394369766747035 0.0011265350950353525 0.0012842153976127119 0.0015786554395749173 0.0019816099223783704 0.0013000770504040483
leaf_count=295 266 145 60 150 174 116 59 577 247 112 132 33 534 104 596 310
internal_value=0 2.19298e-05 5.77073e-05 8.8535e-06 5.14538e-05 -2.45409e-05 -7.66073e-05 -1.66584e-05 3.91729e-05 0.000180585 -4.25171e-05 -0.000423525 -0.000242634 0.000620146 -2.69892e-05 0.000261494
internal_weight=0 0.0218552 0.0208475 0.0193313 0.0182615 0.016627 0.0155835 0.0141778 0.0130904 0.00871644 0.00578182 0.00256597 0.00437396 0.00293461 0.00326583 0.00321585
internal_count=3910 3644 3499 3204 3144 2994 2820 2704 2645 938 587 165 1707 351 1130 422
is_linear=0
shrinkage=0.00181146


Tree=2796
num_leaves=19
num_cat=0
split_feature=124 403 4 43 16 0 483 3 4 47 12 1374 1 2 4 4 2 2
split_gain=0.000188778 0.000147367 0.000128055 0.00020923 0.000211907 0.000135776 0.000157517 0.000150931 0.000169797 0.000123305 0.00016158 0.000131015 0.000218241 0.000270472 0.000212088 0.000231138 0.000143659 4.05766e-05
threshold=0.10068000000000002 -1.0000000180025095e-35 -0.23071499999999998 -0.014114999999999997 0.16388500000000003 -0.060094999999999989 0.088030000000000011 -0.089974999999999986 0.22584000000000001 0.096175000000000024 -0.0089849999999999982 -0.094679999999999986 0.11198000000000001 0.10393500000000001 -0.0037349999999999992 -0.077679999999999985 0.092175000000000021 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -4 10 -9 -12 13 14 15 -13 17 -16
right_child=-2 2 5 4 -6 -7 -8 9 -10 -11 11 12 -14 -15 16 -17 -18 -19
leaf_value=-0.00064569308256961654 0.0007205051555169064 0.00029741808743687564 -0.00080421247169567905 -0.0001072233839212015 -0.0012354545254116341 0.00046920076901860999 -0.00067638041659772352 -0.00043573277131431535 0.00014897101294863597 -0.00038928935985317099 -0.00032589865240268534 0.00040355536928928431 0.0010755945740400818 -0.00061375578940924339 0.00016068605398680512 -0.00064413547063954199 0.0011765589094370641 0.00061442280389592508
leaf_weight=0.0011967707603623588 0.0010038300186952188 0.0010182596710063829 0.0012592520578269114 0.0010106154976075024 0.0010080672065854168 0.0019920292507236903 0.0010164504281524921 0.0011589763541973849 0.0010299084701344899 0.0013127937491338457 0.0010470868018845917 0.0016122678819716092 0.0010346329258107967 0.0010123958739313866 0.0011017679731333222 0.001056770864957729 0.0010578320174240499 0.001305388454011458
leaf_count=928 58 73 305 53 167 338 281 261 50 167 60 196 83 138 70 459 85 138
internal_value=0 -5.21868e-05 -1.67334e-05 -0.00034605 -0.000670627 4.21054e-05 -1.45928e-05 3.34928e-05 -0.000375369 0.000113489 0.000177034 0.000253992 0.000328212 0.000220008 0.000357618 -1.12641e-05 0.000641763 0.000406745
internal_weight=0 0.0212313 0.0200345 0.00303694 0.00201868 0.0169976 0.0150055 0.0139891 0.00228916 0.0116999 0.0103871 0.00922814 0.00818106 0.00714642 0.00613403 0.00266904 0.00346499 0.00240716
internal_count=3910 3852 2924 293 220 2631 2293 2012 355 1657 1490 1229 1169 1086 948 655 293 208
is_linear=0
shrinkage=0.00174112


Tree=2797
num_leaves=15
num_cat=0
split_feature=0 1 2 3 43 15 1374 150 15 3 16 2 15 2
split_gain=0.000147468 0.000131027 0.000271756 0.0002075 0.00014217 0.000140151 0.000135579 0.000167536 0.000117346 0.000146487 0.000197309 0.000177024 0.000257759 8.99885e-05
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 -0.084129999999999996 -0.077544999999999989 0.079360000000000014 -0.095439999999999983 0.083205000000000015 -0.017214999999999998 0.10223 -0.09601999999999998 0.091025000000000009 -0.10312999999999999 0.089070000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 8 9 11 -11 12 -8 -10
right_child=-2 5 -4 4 -6 -7 7 -9 13 10 -12 -13 -14 -15
leaf_value=-0.00056647902011351138 0.00067595793999504299 -0.00050218095995469263 -0.0010596657522018162 0.00064656441917514585 -0.00015305967644315451 -0.0004237956887560204 -0.00064022737696078577 0.00067879772559456639 0.00080421606051805472 0.00011227770097196134 -0.00096002937776872726 0.0008268110616820811 0.00042071770230762875 4.2301900638135787e-05
leaf_weight=0.0019779517550241122 0.0010251975151483452 0.0011256721179968574 0.0012716619237174301 0.0014489045214674517 0.0017360204802723917 0.0019482828173758926 0.0014797975388009367 0.0019942279280427038 0.001190293741720032 0.0012333982775302697 0.0012048944789688765 0.0010658700876360495 0.0018060726588803588 0.0010245045806188124
leaf_count=798 44 36 339 270 573 496 158 302 139 109 78 191 206 171
internal_value=0 -5.6474e-05 -0.00027926 -8.70392e-05 0.00021071 4.53894e-05 0.000120781 0.000184537 7.50768e-05 -4.77962e-05 -0.000417608 0.00015941 -5.70808e-05 0.000451776
internal_weight=0 0.0205076 0.00643454 0.00516288 0.00318493 0.014073 0.0121247 0.0109991 0.00900483 0.00679003 0.00243829 0.00435174 0.00328587 0.0022148
internal_count=3910 3866 1980 1641 843 1886 1390 1354 1052 742 187 555 364 310
is_linear=0
shrinkage=0.00188464


Tree=2798
num_leaves=20
num_cat=0
split_feature=1213 1456 124 12 453 13 403 43 3 0 15 2 47 13 160 132 151 1 12
split_gain=0.000507425 0.000323523 0.000243046 0.000184467 0.000181279 0.000191202 0.000289214 0.000191655 0.000309013 0.000187348 0.000171725 0.000434505 0.000295942 0.000319647 0.000156772 0.000213477 0.000133252 0.000173972 0.000180403
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10385500000000002 0.10852500000000001 1.0000000180025095e-35 0.17936000000000002 0.092300000000000007 -0.057994999999999998 -0.075954999999999981 -0.230625 -0.10469999999999999 0.106035 0.092255000000000018 -0.10023999999999998 0.031805000000000007 0.079995000000000011 -0.0074049999999999993 0.088495000000000018 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 14 -9 11 -11 13 -12 15 -3 -15 18 -18
right_child=1 2 -4 -5 -6 -7 -8 9 -10 10 12 -13 -14 16 -16 -17 17 -19 -20
leaf_value=-0.0012766539522956453 -0.00095179672198976971 -0.00057406307808944494 0.00095885163285566364 -0.00060459325513363704 -0.00063630554315464711 -0.00051628490649476694 0.0010524771496302368 0.000558734184384036 0.0011270898772161326 -0.0014686238342288352 0.00051885961548714442 7.6016296329883088e-05 0.00089440924543329346 0.00019329621820963238 0.00073841083715518274 0.00051429727381976421 0.00019739979581187339 -0.0011515707353233766 -0.00080614448025198603
leaf_weight=0.0010481526905410368 0.0010812811787960014 0.0014831106792936033 0.0010315524253203317 0.001413144739118413 0.0011248666088600192 0.0014639448500334161 0.0012051877079729536 0.0016972993152863875 0.0014834960972065275 0.0010021330282341829 0.0019138837158218618 0.0016378583537580097 0.0011633772213948124 0.001071662135668794 0.0010096445363375062 0.0010514706239498975 0.0013024015818302618 0.0011236957052676022 0.001152886760047149
leaf_count=592 332 472 48 240 90 118 101 83 323 117 139 131 54 82 126 142 77 249 394
internal_value=0 3.62455e-05 8.20353e-05 4.14757e-05 8.51868e-05 0.000126254 0.000177661 0.000115979 0.000419064 -1.03195e-05 -0.000103478 -0.000510325 3.55084e-05 -0.000116707 0.000122707 -0.000122557 -0.000378263 -0.000549406 -0.000273817
internal_weight=0 0.0244129 0.0233316 0.0223001 0.0208869 0.0197621 0.0182981 0.0170929 0.00502772 0.0120652 0.0103679 0.00263999 0.00772791 0.00656453 0.00354423 0.00253458 0.00465065 0.00357898 0.00245529
internal_count=3910 3318 2986 2938 2698 2608 2490 2389 1063 1326 1243 248 995 941 740 614 802 720 471
is_linear=0
shrinkage=0.00184769


Tree=2799
num_leaves=20
num_cat=0
split_feature=1213 14 1374 4 376 52 158 13 48 156 51 457 48 12 52 12 1 1 3
split_gain=0.000504426 0.000181972 0.000187964 0.000192864 0.000190555 0.000167496 0.000149167 0.000160853 0.000223807 0.000156985 0.000222473 0.000145212 0.000262572 0.000173575 0.000224865 9.97613e-05 0.000221537 8.81576e-05 7.4123e-05
threshold=-1.0000000180025095e-35 0.018455000000000003 -0.094679999999999986 -0.51381999999999983 0.048375000000000008 0.28122000000000008 0.085745000000000002 -0.091849999999999987 0.084905000000000022 0.088820000000000024 -0.09021499999999999 -0.066264999999999991 0.016865000000000002 0.092255000000000018 0.089525000000000007 0.084100000000000022 0.092550000000000007 0.090040000000000023 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 18 10 -9 -12 13 14 15 16 -13 -14 -5
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 11 12 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.0013067837020341263 -0.00069054980956776476 -0.0007444841221986877 -0.00060841971826288322 0.0012739619679917619 0.00085095162717034037 -0.00062743334701879222 -0.00048601345796624591 0.00096697905511079145 -5.742531148969363e-05 -0.00061327168809744521 -0.00059292990925613844 0.00067839463317756487 0.00097741675913372641 -0.00057489351152276277 0.00089802385216701368 -0.00059409399835752986 -0.00048360698260396817 0.00026257911051512579 0.00059864647444474119
leaf_weight=0.0010406114714298321 0.001087394720378664 0.0010138337122480847 0.0012331485272420685 0.0010481147511227085 0.0013217933821337907 0.0010326198829571946 0.0011972434182072984 0.0010982426472661419 0.0013710493955762793 0.0010116666612940981 0.0010414496430353427 0.0011988779330308797 0.0014119101474602824 0.0016771691959126343 0.0010513339483120554 0.0010156591159020834 0.0011339824547480144 0.0010826611035003571 0.0012851502638326394
leaf_count=592 66 143 79 87 172 330 287 165 115 271 164 114 142 359 114 379 126 99 106
internal_value=0 3.56165e-05 7.27486e-05 0.000113813 0.00016074 0.000109072 0.000154819 0.000204552 0.000546896 9.63747e-05 0.0001634 7.15949e-05 0.000152335 -5.90021e-05 0.000137649 -0.000101085 0.000113556 0.000667172 0.000902002
internal_weight=0 0.0223133 0.0212995 0.0202121 0.0189789 0.0176571 0.0166245 0.0154273 0.00370431 0.011723 0.0107113 0.00961304 0.00857159 0.00607702 0.00439985 0.00334852 0.00233286 0.00249457 0.00233327
internal_count=3910 3318 3175 3109 3030 2858 2528 2241 308 1933 1662 1497 1333 1092 733 619 240 241 193
is_linear=0
shrinkage=0.00188464


Tree=2800
num_leaves=13
num_cat=0
split_feature=158 41 159 16 12 1 3 150 52 48 403 0
split_gain=4.78514e-05 8.77245e-05 8.36017e-05 7.73383e-05 7.60976e-05 6.9302e-05 0.000118837 6.58617e-05 0.000116153 8.89933e-05 9.51298e-05 9.41333e-05
threshold=0.084965000000000027 0.075585000000000013 0.08764000000000001 0.41476000000000007 0.10129000000000001 0.11215000000000001 0.10420500000000001 0.086420000000000011 0.090300000000000005 0.083775000000000002 0.03138500000000001 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0018230278945530211 -0.0036581700909481111 -0.0048412627482060161 0.0050222903650723868 0.004170740073589474 -0.0040766446624872386 -0.0028559791694761569 0.0061681337200540946 -0.0034855584071851386 -0.0035434451091288805 0.0063299511692278612 0.004875835159380437 -0.0047638746202529302
leaf_weight=0.0016011184120449983 0.0010981802775953701 0.0010344717999690367 0.0012166443404699251 0.0013735138115352477 0.0014930249255478119 0.001942273917514511 0.001172049589213354 0.0013687261241159595 0.001519392940496132 0.0012015817501782339 0.0012619662187954017 0.0012179668675304555
leaf_count=93 423 190 274 237 358 277 84 191 523 237 180 843
internal_value=0 0.000191893 0.000530686 0.000144533 -0.000288243 0.000212966 0.000850969 8.82507e-05 0.000807384 0.00205877 0.000801211 -0.0010228
internal_weight=0 0.0164027 0.0153683 0.0141516 0.0127781 0.0112851 0.0093428 0.00817075 0.00680203 0.00528263 0.00408105 0.00281909
internal_count=3910 3487 3297 3023 2786 2428 2151 2067 1876 1353 1116 936
is_linear=0
shrinkage=0.017856


Tree=2801
num_leaves=14
num_cat=0
split_feature=1 13 13 47 1 52 16 16 133 48 13 51 13
split_gain=4.65874e-05 7.74118e-05 0.000102687 7.622e-05 9.23396e-05 0.000116593 0.000122827 0.000110427 9.29683e-05 7.93494e-05 7.28159e-05 3.42874e-05 2.20476e-05
threshold=0.12730000000000002 0.17936000000000002 0.083175000000000013 0.096175000000000024 0.076710000000000014 -0.074484999999999982 -0.0083999999999999995 -0.063614999999999991 0.083815000000000014 0.084905000000000022 -0.075169999999999987 -0.025709999999999997 -0.089189999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 9 10 -7 -1 -2 -10
right_child=11 -3 -4 -5 5 6 -8 -9 12 -11 -12 -13 -14
leaf_value=-0.0092555327856246386 0.00024728590304728775 -0.0057304004189542646 0.0065520200936394542 -0.0054048154264861089 -0.0029615021644102684 0.0063445995335007013 0.0097821899295493196 -0.0036947172923285491 0.0031457797185029421 -0.00088409885343252099 -0.0017942980200375276 0.005787401270681343 -0.0011294445540721058
leaf_weight=0.001112283680420852 0.001031072136892925 0.0011702750558350268 0.001005866677749657 0.0013108247457875597 0.0019413189608968777 0.0019545214530790229 0.0010258581674389838 0.0012778639809323117 0.0010028103887794737 0.0010701113829225672 0.0012823174144160213 0.0010041220665702342 0.0012146634547530108
leaf_count=381 92 178 202 272 336 439 192 120 60 68 562 253 755
internal_value=0 -0.000455095 -2.02892e-05 -0.000521394 1.73571e-05 0.00151577 0.00314701 0.00156496 -0.00234448 0.00378709 -0.00526001 0.00298066 0.000803944
internal_weight=0 0.0153687 0.0141984 0.0131926 0.0118817 0.00726967 0.00532835 0.0043025 0.00461207 0.00302463 0.0023946 0.00203519 0.00221747
internal_count=3910 3565 3387 3185 2913 1155 819 627 1758 507 943 345 815
is_linear=0
shrinkage=0.0213396


Tree=2802
num_leaves=13
num_cat=0
split_feature=133 376 43 4 50 0 47 4 13 1 1 15
split_gain=4.55361e-05 9.10193e-05 7.82453e-05 0.000183735 9.29529e-05 0.000110289 0.000134313 8.45445e-05 0.000105016 0.000139818 9.85532e-05 0.000115789
threshold=0.10681500000000001 0.048375000000000008 -0.18906999999999999 -0.23071499999999998 0.086465000000000014 -0.06402999999999999 0.096175000000000024 0.015635000000000003 -0.077944999999999987 0.086560000000000012 0.079355000000000023 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 -10 -9 -12
right_child=-2 -3 3 4 -6 -7 -8 10 9 -11 11 -13
leaf_value=0.0033937119861591155 -0.003412559727957756 0.0047949413025080399 -0.0060082576098998437 -0.0053158176083972861 -0.0044513594559868301 0.0053540572353142071 -0.0058072100900828667 -0.0015643121114702128 0.0039962486614977671 -0.0034606723518990365 -0.00010338096890351649 0.0069861311275551015
leaf_weight=0.0016206368476826332 0.0011031281186302698 0.0011733486523686039 0.0016253148980861229 0.0011821409981698228 0.0011664759500829057 0.0012910481383134687 0.0010414782283954182 0.0012353868394208972 0.0016867105958565552 0.0013204839687550179 0.0011084045574577214 0.0017499078284898
leaf_count=187 545 181 250 632 479 279 206 231 502 152 132 134
internal_value=0 0.000191178 -0.000168273 -0.000598834 0.000147388 0.000652715 1.77927e-06 0.00073218 -0.000981849 0.000721853 0.00248625 0.00423694
internal_weight=0 0.0162013 0.015028 0.0134074 0.011782 0.0106156 0.00932451 0.00828303 0.00418934 0.00300719 0.0040937 0.00285831
internal_count=3910 3365 3184 2997 2747 2268 1989 1783 1286 654 497 266
is_linear=0
shrinkage=0.0171627


Tree=2803
num_leaves=13
num_cat=0
split_feature=11 0 43 43 160 48 0 133 16 0 1 16
split_gain=4.03804e-05 6.71114e-05 0.000102284 0.000101253 7.42528e-05 9.42956e-05 9.93621e-05 0.00010237 9.73165e-05 0.000130209 0.000125102 5.31416e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.24333999999999997 -0.084699999999999984 0.099550000000000013 -1.0000000180025095e-35 -0.06402999999999999 -0.090054999999999982 -0.013024999999999998 -0.18901999999999997 0.094385000000000011 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 7 -7 9 -9 11 -11
right_child=-2 3 4 -5 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.005228742718486076 -0.0028730995723335053 0.0063025374093135245 -0.004317817227680697 -0.00017615704072158873 -0.0039112095220572053 -0.0044457536061300604 0.0057547614600195196 -0.0017510447610906757 -0.0020657945277896021 0.0036442881235757667 0.0078099938152119625 -0.0013017440845058826
leaf_weight=0.0010948679741555637 0.0013102847407944129 0.0011839846097844641 0.0010103592768980754 0.0016139866870599571 0.0011550912241940917 0.0010547060253753241 0.0011382849458259165 0.0016226116562347856 0.001976580444597943 0.0015222304913981508 0.0014679293565501459 0.0010319592407500985
leaf_count=165 254 101 156 231 271 440 257 106 666 452 263 548
internal_value=0 0.000200244 -0.00030589 0.00256536 0.000144025 0.000576756 0.00108064 0.000467401 0.00114733 0.00227245 0.00389561 0.00164596
internal_weight=0 0.0158726 0.0130746 0.00279797 0.0119798 0.0108247 0.0098143 0.00867602 0.00762131 0.00564473 0.00402212 0.00255419
internal_count=3910 3656 3324 332 3159 2888 2732 2475 2035 1369 1263 1000
is_linear=0
shrinkage=0.0168261


Tree=2804
num_leaves=14
num_cat=0
split_feature=484 133 13 0 474 43 13 48 15 0 15 42 4
split_gain=4.32033e-05 5.33636e-05 7.75905e-05 0.000141445 7.37842e-05 0.000105267 0.000173123 0.000122187 0.000117724 0.000159775 8.9261e-05 6.34105e-05 5.33251e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.094679999999999986 -0.084304999999999977 0.084655000000000022 -0.074254999999999988 -1.0000000180025095e-35 0.078735000000000013 -0.0039399999999999991 -0.10209999999999998 -0.095799999999999982 0.088345000000000021 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 7 -7 11 9 10 -8 -4 -2
right_child=1 -3 4 -5 -6 6 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0027951101473995925 -0.0022545519577169622 -0.0030925800313719091 -0.0021800462643076883 0.0068792591762915538 0.0037132939944139595 -0.0075699891225236987 -0.0034812367608836096 0.0058989042011591422 -0.0042519104335681191 0.0058540618040241413 0.0023283696727111232 0.0020409824289635593 0.002556290677450238
leaf_weight=0.001216466669378617 0.0010485708899904828 0.0010754956099236516 0.0017137247730410607 0.0011226147792919973 0.0010372513528393206 0.0010177731232605359 0.0015815542964816576 0.0010155062404137265 0.0015190472362566721 0.0010376832147120547 0.0010042708224895502 0.0015967814639128676 0.001092852193138566
leaf_count=612 193 472 394 106 262 756 75 218 253 129 71 250 119
internal_value=0 0.000185028 0.000423406 0.00249763 -0.000164113 -0.000547645 -0.0018272 0.00127447 -0.000690638 0.000802319 -0.00122493 -0.000144086 0.00020061
internal_weight=0 0.0158631 0.0147876 0.00326404 0.0115236 0.0104863 0.00616033 0.00432601 0.00514256 0.00362351 0.00258583 0.00331051 0.00214142
internal_count=3910 3298 2826 418 2408 2146 1284 862 528 275 146 644 312
is_linear=0
shrinkage=0.01524


Tree=2805
num_leaves=18
num_cat=0
split_feature=403 403 484 11 403 43 376 4 1 160 0 457 49 16 43 12 2
split_gain=0.000161587 0.000130693 0.000134371 0.000177638 0.000126442 0.000100644 0.000167674 0.000210381 0.00015954 7.68647e-05 9.76454e-05 0.000132794 0.000116799 0.000180608 8.77554e-05 6.3472e-05 2.59431e-05
threshold=-1.0000000180025095e-35 0.10150000000000002 0.091130000000000017 0.08776500000000001 0.085745000000000016 -0.16369999999999998 1.0000000180025095e-35 -0.34687499999999999 0.09832500000000001 0.10070500000000002 -0.23129999999999998 0.082870000000000013 -0.0092149999999999992 -0.110495 -0.070369999999999988 0.084235000000000018 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 10 -9 12 -12 15 -15 -14 -16
right_child=1 -3 -4 -5 -6 6 -8 9 -10 -11 11 -13 13 14 16 -17 -18
leaf_value=-0.00064937604106938922 0.00088217301676797632 -0.00057745136971051642 -0.00054993218472855444 -0.00062837698968398541 0.00069639875093392852 -0.00069660544247245092 0.00065965495845263895 -0.00041168386327067053 -3.0293053342965803e-05 -0.00033213552871919245 -0.00036795262543520417 0.00063785865795454636 0.00080353093388392288 0.0002903991054189952 -0.00042340092145845608 0.00022961185164299997 -5.9845259481585369e-05
leaf_weight=0.0011675642816626119 0.001151597287358746 0.001065000632806525 0.0010733899006048478 0.0010039593803325688 0.0010992164212209879 0.0012806170031834868 0.0011767844641003616 0.0010156452921528088 0.0011721398805630834 0.0014201865926369165 0.0015119600735786377 0.0014641284952082176 0.0013182757715977118 0.0013538154704432958 0.0013518868158251436 0.0010490241413241182 0.0010628276683229132
leaf_count=930 73 265 256 150 85 149 161 89 59 213 273 110 111 437 149 127 273
internal_value=0 1.64795e-05 4.89082e-05 8.37816e-05 0.000124806 8.6328e-05 3.06487e-05 -2.70519e-05 0.000421907 4.72e-05 0.000100394 0.000157472 6.55046e-05 0.000172315 -6.44412e-05 0.00054921 -0.000263383
internal_weight=0 0.0205705 0.0195055 0.0184321 0.0174281 0.0163289 0.0140052 0.0128284 0.00232374 0.0115478 0.0101276 0.00911192 0.00764779 0.00613583 0.00376853 0.0023673 0.00241471
internal_count=3910 2980 2715 2459 2309 2224 2092 1931 132 1782 1569 1480 1370 1097 859 238 422
is_linear=0
shrinkage=0.00174112


Tree=2806
num_leaves=14
num_cat=0
split_feature=130 15 133 12 12 3 3 52 16 16 1 42 15
split_gain=4.11638e-05 8.68845e-05 0.000189052 7.97626e-05 0.000125515 0.000107854 9.67785e-05 9.44646e-05 6.98836e-05 8.53122e-05 0.000135985 6.15758e-05 1.79316e-05
threshold=-0.081969999999999987 0.079360000000000014 0.083815000000000014 0.085845000000000019 0.10333000000000002 -0.010319999999999998 -0.10315499999999998 -0.074484999999999982 -0.46853499999999992 -0.09601999999999998 0.094385000000000011 0.078965000000000021 0.095885000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 5 6 11 -5 -7 -9 -10 -11 -2 -3
right_child=1 2 -4 4 -6 7 -8 8 9 10 -12 -13 -14
leaf_value=0.0029109768971787189 0.0067529914659401388 -0.0064786642161110677 0.0027236781983806077 0.00024756032051426917 0.0023428474962409809 -0.0025273520269408507 -0.0053482455173529215 -0.0021058900411887972 0.0058960328941991044 -0.0027477629024033261 0.0041450643805987872 0.0016044320938314676 -0.0036814817332585662
leaf_weight=0.0010023838396898332 0.0010143073876322396 0.0010368001850248739 0.0010403806848769681 0.0011452217294021239 0.0013900822063612822 0.0019672924259204454 0.0017355777077028359 0.0010051742615044624 0.0010668873927932904 0.0012181578835965853 0.0013437865190973064 0.0010610159734745469 0.0010100145737838052
leaf_count=161 232 642 416 171 252 211 703 164 106 77 115 366 294
internal_value=0 -0.000210008 -0.00246235 0.00032704 -0.00134446 0.0011498 -0.00312371 0.000215783 0.00138034 0.00234601 0.000867651 0.00412077 -0.00509838
internal_weight=0 0.0160347 0.0030872 0.0129475 0.00427088 0.00867662 0.0028808 0.0066013 0.00463401 0.00362883 0.00256194 0.00207532 0.00204681
internal_count=3910 3749 1352 2397 1126 1271 874 673 462 298 192 598 936
is_linear=0
shrinkage=0.0149411


Tree=2807
num_leaves=14
num_cat=0
split_feature=11 0 12 43 16 4 15 15 2 4 4 13 52
split_gain=4.16474e-05 4.73568e-05 9.18447e-05 8.67537e-05 6.48537e-05 0.000101858 7.43474e-05 0.000154107 0.000184161 0.000178065 0.000107864 5.61008e-05 0.000159736
threshold=0.079700000000000007 -0.017269999999999997 0.084380000000000024 -0.24333999999999997 -0.27337499999999998 0.25367000000000006 0.088615000000000013 -0.0058549999999999991 0.087995000000000004 -0.0037349999999999992 0.00046500000000000008 -0.060719999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 9 -9 -6 -11 -12 -13
right_child=-2 2 -4 4 6 -7 -8 8 -10 10 11 12 -14
leaf_value=-0.0045831057189119322 -0.0027989409469240801 0.0053997433318181331 -0.00054074247016149056 -0.0059592315810832394 -0.0058208136820635152 0.00073420766679811169 -0.0031485072548974235 0.0009435456379752545 0.0098295657362433096 0.0058023103923820077 0.0029233872573407177 -0.0050376147344199738 0.0033636057024706693
leaf_weight=0.0010842947381239929 0.001307114151118313 0.0012377079707249243 0.0015127358561907306 0.0010479309059657066 0.001148506890603816 0.0013747939299379004 0.0010967576754224136 0.0014493412499624256 0.0010534183910156647 0.0010677303312419005 0.0011243382014814018 0.0013857530746504681 0.0010333851465523427
leaf_count=165 254 242 90 109 691 294 703 536 101 119 325 138 143
internal_value=0 0.000206276 0.00213249 -0.000205495 0.000197376 -0.00216099 0.000807861 0.00133303 0.0046837 -0.000122932 0.00129623 -6.15537e-05 -0.00144886
internal_weight=0 0.0156167 0.00275044 0.0128663 0.011782 0.00242272 0.00935923 0.00826247 0.00250276 0.00575971 0.00461121 0.00354348 0.00241914
internal_count=3910 3656 332 3324 3159 403 2756 2053 637 1416 725 606 281
is_linear=0
shrinkage=0.0161728


Tree=2808
num_leaves=17
num_cat=0
split_feature=403 403 453 160 12 16 42 43 16 0 2 2 49 1 16 4
split_gain=0.000129601 0.000107697 0.000115884 0.000163768 0.000262907 0.000192168 0.000160392 0.00021248 0.000201654 0.000265085 0.000160332 0.000187923 0.00021853 0.000113696 0.000107579 5.48832e-05
threshold=-1.0000000180025095e-35 0.10150000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.008069999999999999 -0.11403999999999999 -0.15109999999999998 0.15737500000000001 -0.053834999999999994 0.086545000000000025 0.11339500000000001 -0.073619999999999977 0.095155000000000017 -0.094359999999999986 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -8 10 -10 13 12 -12 15 -14 -9
right_child=1 -3 -4 6 -6 -7 7 8 9 -11 11 -13 14 -15 -16 -17
leaf_value=-0.00056222590759036654 -0.00039233810317634355 -0.00050909394976845069 -0.00048735751770967673 -0.00047642247165102807 -0.00088343704990657458 0.00051520541940658902 0.00077691256985948582 6.6414901279907822e-06 0.00032874730923074762 -0.00079121453942156551 -2.6991504282157112e-05 -4.3112957406453972e-05 0.00056660585495267298 0.00036969438488861805 0.0012140419544066775 -0.00052627334155827608
leaf_weight=0.0011477669759571768 0.0012961476415100925 0.0010376543943396146 0.0010821098905636197 0.0010308354368746041 0.0011910471421600986 0.0013177752980773798 0.0016184664313112105 0.0010232674893339219 0.0010515372050704935 0.0013540302097023995 0.0010896250332325958 0.0017632825173587692 0.0016343632120035293 0.0011822538900746289 0.0012830394375060257 0.001148916797508337
leaf_count=930 135 265 95 114 717 148 109 157 176 184 71 216 110 207 190 86
internal_value=0 1.59516e-05 4.45258e-05 7.65285e-05 -0.000231754 6.51882e-05 0.000159253 0.000209089 0.000129386 -0.00030165 0.00024302 0.000412157 0.000612497 -4.79292e-05 0.000851341 -0.000275229
internal_weight=0 0.0201044 0.0190667 0.0179846 0.00380497 0.00261392 0.0141796 0.0131488 0.0115303 0.00240557 0.00912475 0.00577031 0.00400703 0.00335444 0.0029174 0.00217218
internal_count=3910 2980 2715 2620 1000 283 1620 1506 1397 360 1037 587 371 450 300 243
is_linear=0
shrinkage=0.00167351


Tree=2809
num_leaves=14
num_cat=0
split_feature=133 3 50 48 4 151 2 1 15 42 12 1 47
split_gain=4.26326e-05 8.19921e-05 0.000103422 7.36847e-05 0.000117011 9.55596e-05 0.000144189 0.000128144 0.000112981 0.000133877 0.000178765 5.33127e-05 2.54176e-05
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 0.11379500000000002 0.28937500000000005 -0.024429999999999997 0.10393500000000001 0.088385000000000005 -0.07142999999999998 0.091230000000000019 0.084100000000000022 0.087545000000000026 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 -1 12 10 11 -10 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0010526994797875186 -0.0031180761849110283 0.0043903968375828394 -0.0041969316387769906 -0.0035280812377397591 0.0058806992614469904 -0.0045347267073761206 -0.0052958512928402727 0.0066667816951935886 0.005890391788761962 0.0058894929057527164 -0.0038850350577687761 0.00066977899956417893 -0.0010089293657914303
leaf_weight=0.0010300724770686692 0.0010901451385947293 0.0011279805233455646 0.0014742954821927627 0.0011846064617830896 0.0010412780212686852 0.0010679396414185124 0.0014112033532943206 0.0012390060452647728 0.0010102479556195624 0.001414536277818311 0.0016690355372064166 0.0010366125993191908 0.0010712503836046543
leaf_count=217 545 183 549 116 260 294 340 173 167 212 682 92 80
internal_value=0 0.000188818 -0.000134681 0.000319861 0.000699999 0.000207342 -0.000565091 0.00316244 0.00035326 0.00165516 4.32725e-05 0.00324646 -0.0027691
internal_weight=0 0.0157781 0.0146501 0.0131758 0.0119912 0.0109499 0.00868083 0.00226908 0.00726962 0.00513043 0.0037159 0.00204686 0.00213919
internal_count=3910 3365 3182 2633 2517 2257 1867 390 1527 1153 941 259 374
is_linear=0
shrinkage=0.0161728


Tree=2810
num_leaves=13
num_cat=0
split_feature=484 133 484 16 52 52 16 0 151 2 1 16
split_gain=4.37853e-05 4.70051e-05 7.29465e-05 9.68363e-05 0.000126915 0.000114061 0.00010351 0.000143097 8.14201e-05 9.71917e-05 0.00012434 7.63538e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088645000000000015 -0.014099999999999998 0.096170000000000019 0.090640000000000012 0.13514000000000004 -0.053834999999999994 -0.0088999999999999982 0.086545000000000025 0.090475000000000014 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 8 -5 -8 -2 11 -11 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.0030292505464316281 -0.0028300216259618204 -0.0030740858866318567 -0.0034614745495476253 0.0042471285203533292 0.0069413268526416754 -0.0046449932803763871 0.002988038074095332 -0.0052607679295954921 -0.0032668182302856789 0.00077832191582788391 0.0078119698857609709 0.0021039848158081655
leaf_weight=0.0011772880496893024 0.0014823862307713036 0.0010649077956846964 0.0011503526348386585 0.0015536947937605126 0.0012839925181355114 0.0013223514789707843 0.0010820960126115917 0.0011187855001706382 0.001444824043110231 0.0016369812834546307 0.0010985393089981636 0.0013293491043112177
leaf_count=612 204 472 303 426 91 404 196 225 272 244 144 317
internal_value=0 0.000205469 0.00044627 0.00078292 0.00255212 -0.000289219 0.00105109 -0.00120512 0.000534551 0.00143979 0.00360292 -0.000693197
internal_weight=0 0.0155683 0.0145034 0.013353 0.00503857 0.00831443 0.00375458 0.00220088 0.00699208 0.00550969 0.00273552 0.00277417
internal_count=3910 3298 2826 2523 938 1585 847 421 1181 977 388 589
is_linear=0
shrinkage=0.0161728


Tree=2811
num_leaves=17
num_cat=0
split_feature=14 0 1 2 151 15 16 52 2 457 13 3 2 1 47 12
split_gain=0.000208746 0.000137309 0.000175016 0.000253999 0.000197098 0.000166114 0.000225243 0.000181219 0.000167358 0.000156961 0.000162706 0.000175952 0.000305549 0.000183412 0.000174742 9.89609e-05
threshold=0.018455000000000003 0.18055000000000002 0.077800000000000022 0.106035 0.056555000000000001 0.091195000000000012 -0.091214999999999977 0.089525000000000007 0.087005000000000013 0.041935000000000007 -0.080649999999999986 0.090325000000000003 1.0000000180025095e-35 0.11198000000000001 0.09550500000000002 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 -1 8 -8 10 15 12 14 -13 -12 -4
right_child=-2 -3 4 -5 -6 -7 7 -9 -10 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0009619589426716075 -0.00087495935031464168 0.00071668629314238441 0.00077838810807452348 -0.0011182341500928072 -0.00058537167584299724 0.00060627880490180842 0.00023670881846498434 0.00065564831869359061 -0.00082900815439852435 0.00075003161155320301 -0.000585457280873745 -0.0010319326268240434 0.00081026680352226242 -6.1507347196497442e-06 0.00031548582446795854 5.5647148211566126e-05
leaf_weight=0.0012247516433304241 0.0010026933624450131 0.0010036092671785136 0.0017597538425471685 0.0010871255369545064 0.0013437513253336921 0.0010025277823073608 0.0010577861803914351 0.0010647157441232083 0.0011222367176057469 0.0016075590953465871 0.0017831679120043969 0.001125503422611529 0.0017728787114161563 0.0015060785342568828 0.0014363517875276843 0.001162635360830222
leaf_count=355 159 44 301 303 110 259 390 186 470 172 431 92 278 66 133 161
internal_value=0 2.27896e-05 -1.19318e-05 -0.00026953 0.000113247 -0.000100918 -0.000259546 5.58535e-06 -0.000311903 0.000190487 0.000105197 -4.26316e-05 0.000169394 -0.000444868 -0.000183512 0.000490855
internal_weight=0 0.0210604 0.0200568 0.00655914 0.0134977 0.00547202 0.00446949 0.00324474 0.00218002 0.0121539 0.0105464 0.00762398 0.0049924 0.00263158 0.00321952 0.00292239
internal_count=3910 3751 3707 1963 1744 1660 1401 1046 860 1634 1462 1000 842 158 564 462
is_linear=0
shrinkage=0.00192234


Tree=2812
num_leaves=17
num_cat=0
split_feature=1456 128 13 13 39 48 48 2 12 3 15 3 3 2 16 4
split_gain=0.000231164 0.000206078 0.000149397 0.000170887 0.00020704 0.000249763 0.000163252 0.000169545 0.000217812 0.000131041 0.000149774 0.000300302 0.000110618 0.000104586 7.56709e-05 0.000154445
threshold=-1.0000000180025095e-35 0.086435000000000012 -0.52445999999999982 -0.26418499999999995 0.005105000000000001 0.11930500000000001 0.095825000000000007 0.096750000000000017 0.092365000000000017 -0.11266 0.088190000000000004 -0.077894999999999978 0.045635000000000002 0.092635000000000009 -0.09601999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 9 12 -5 11 -11 -9 -6 -13 -16
right_child=1 -3 3 4 13 -7 -8 8 -10 10 -12 14 -14 -15 15 -17
leaf_value=-0.00080968950188597272 -0.00055854784145582814 -0.00072890752138054203 0.00063456811187825499 0.00053195228072140731 0.00019373754273911532 -0.00077538900939239498 0.00060764288604240203 0.00031353765728116013 -0.00093059741660596969 -0.00069244778171602699 0.00042136587058567385 0.00047774443263030186 -0.00032234212139276746 0.00090839928066140368 -0.00043644117689606342 0.00034242623602932196
leaf_weight=0.0010001642687256741 0.0010782958743914507 0.0010011767232550725 0.0014483420241937764 0.0016406171323289469 0.0013232603534806587 0.0011668112368115593 0.0012493123180220842 0.001250519086724051 0.0011269339591908414 0.0017878247947701893 0.0018892462754781583 0.0012255997753274211 0.0019782236116339946 0.0010121609986932457 0.0013306415378319305 0.0015361852234452855
leaf_count=369 56 247 136 178 181 93 159 164 360 878 490 62 126 210 143 58
internal_value=0 1.29083e-05 4.82005e-05 8.09694e-05 3.76695e-05 -2.9556e-05 2.8402e-05 -2.41669e-05 -0.000297153 0.000102191 1.14416e-05 -0.000120262 -7.60606e-05 0.000503469 0.000129705 -1.90861e-05
internal_weight=0 0.0220452 0.021044 0.0199657 0.0185173 0.0161819 0.0150151 0.0137658 0.00435568 0.00941011 0.0077695 0.00588025 0.00322874 0.00233542 0.00409243 0.00286683
internal_count=3910 3541 3294 3238 3102 2711 2618 2459 650 1809 1631 1141 290 391 263 201
is_linear=0
shrinkage=0.00167351


Tree=2813
num_leaves=13
num_cat=0
split_feature=4 0 4 40 14 42 3 49 3 4 15 150
split_gain=4.26107e-05 0.000101264 7.592e-05 6.29027e-05 8.90817e-05 0.000103524 0.000125514 9.30631e-05 0.000130318 0.000201845 0.000184148 6.80508e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.08422499999999998 -0.065259999999999999 -0.13131999999999996 -0.088669999999999985 0.094625000000000015 -0.080034999999999981 -0.078884999999999997 -1.0000000180025095e-35 -0.10071499999999999 0.088040000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9 -10 -11 -8
right_child=1 -3 3 4 5 6 11 8 9 10 -12 -13
leaf_value=-0.0032417322347078571 -0.0040919077836103681 0.0044621049651741148 -0.003926806130092898 -0.0040663515164524201 0.0055055978168065036 0.003563257838308615 0.0010620410576204801 -0.005491454568820291 0.005459404881542851 0.0022294745752729269 -0.0080756111364574442 0.0068832200450150245
leaf_weight=0.0011752519395800817 0.001419342305957254 0.001549706436896287 0.001049662495682978 0.0011549080053615849 0.0013900926435017639 0.0011835143789758916 0.0013400290579183892 0.0019397855301117291 0.0013525512680315982 0.0010110703377247039 0.0011201706955813388 0.0011381490602191957
leaf_count=176 498 239 274 117 226 144 139 1200 443 106 248 100
internal_value=0 0.000214505 -0.000252366 0.000177418 0.000547835 0.00105655 0.000375821 -0.000884331 -0.00185487 0.000169992 -0.00318683 0.00373552
internal_weight=0 0.015649 0.0140993 0.0126799 0.0116303 0.0104754 0.00908527 0.00660709 0.00542358 0.00348379 0.00213124 0.00247818
internal_count=3910 3734 3495 2997 2723 2606 2380 2141 1997 797 354 239
is_linear=0
shrinkage=0.0175059


Tree=2814
num_leaves=18
num_cat=0
split_feature=14 1374 403 52 1 157 150 15 160 42 43 1 48 0 15 16 4
split_gain=0.000242231 0.000182717 0.00018046 0.000164657 0.000199454 0.000187426 0.000194808 0.000182797 0.000169306 0.000128184 0.000116387 0.00016465 0.000117165 0.00030567 0.000163576 0.00018422 0.000116621
threshold=0.054835000000000009 -0.094679999999999986 -1.0000000180025095e-35 -0.40083499999999994 0.14000500000000002 -0.077534999999999979 0.084800000000000014 0.085120000000000015 0.08234000000000001 0.08622500000000001 -0.044024999999999988 0.10752500000000002 0.084500000000000006 -0.15291499999999997 -0.10312999999999999 -0.055679999999999993 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 10 -8 -9 11 16 13 -12 -15 -16 -7
right_child=-2 2 3 4 -6 6 8 9 -10 -11 12 -13 -14 14 15 -17 -18
leaf_value=-0.00070648507483215227 -0.00090447896262874441 -0.00064578527814869988 -0.00059839789356427842 0.00074799227795562461 0.00091946607847209793 0.00020335774647920431 -3.1500903177244941e-05 1.4018342404477337e-05 0.00097135251152001144 0.00076128808074172 0.00071704916984993152 0.00073398415925845627 -0.00072443693708097582 -0.0010285097793103523 0.0003778836127934138 -0.00058569719019967918 -0.0005839655441573085
leaf_weight=0.0011048755436544591 0.0010009500619422807 0.0011508543275814158 0.00106599055280598 0.0014001660128041956 0.0010784000626417002 0.0014576572495825554 0.0010180329544450971 0.0017775819774228938 0.0013197943062064899 0.001401598522623837 0.0010540994051240204 0.0010139446972485828 0.0017215960512015349 0.0010484635877203302 0.0011883367327278349 0.0015752764156579703 0.0011482295123474082
leaf_count=66 147 906 360 269 152 81 199 246 72 291 48 157 163 83 107 134 429
internal_value=0 2.53607e-05 6.4959e-05 0.000107408 0.000148741 0.000100206 4.25251e-05 -4.34179e-05 0.000534649 0.000343466 -0.000163914 0.000102248 -0.000310163 -0.000163598 -0.000407111 -0.000171363 -0.00014356
internal_weight=0 0.0215249 0.02042 0.0192692 0.0182032 0.0171248 0.0157246 0.0133868 0.00233783 0.00317918 0.0102076 0.00361983 0.00658777 0.00486618 0.00381208 0.00276361 0.00260589
internal_count=3910 3763 3697 2791 2431 2279 2010 1739 271 537 1202 667 535 372 324 241 510
is_linear=0
shrinkage=0.00184769


Tree=2815
num_leaves=14
num_cat=0
split_feature=4 15 151 457 160 52 156 403 4 43 15 4 1
split_gain=4.69865e-05 8.40361e-05 9.8317e-05 7.04695e-05 0.000130908 9.20471e-05 0.00010167 7.96596e-05 7.61986e-05 0.000189789 8.72491e-05 7.92495e-05 5.75892e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.088294999999999985 0.088175000000000017 0.087260000000000018 0.11401500000000002 0.084330000000000016 0.087440000000000004 -1.0000000180025095e-35 -0.074254999999999988 1.0000000180025095e-35 -0.23071499999999998 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 10 -10 11 -4 -2
right_child=12 2 3 -5 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0046115799680922906 -0.00048933833643057044 0.0045719598461041889 0.0017918325130010398 0.0028589681727452009 -0.0060938815075336113 -0.0042913386086294138 -0.0043210381556495238 -0.0028944642507393288 0.0041773931351944404 -0.0038694358333230586 -7.6052435803964513e-05 0.0074322564186484379 0.0046372018527633067
leaf_weight=0.0010326213865904975 0.0010323312228816338 0.0010439616905559721 0.0011453525546855081 0.0014283645562387362 0.0010279176628804143 0.0012123216651081072 0.0010296175770659168 0.0011578488477769905 0.0012474873607043607 0.0016385166784133485 0.0014424658475762162 0.0012686337445377656 0.001087054085611053
leaf_count=275 118 199 89 95 291 472 329 237 134 214 872 262 323
internal_value=0 -0.000335928 -1.2297e-05 -0.000392166 -0.000807899 -0.000272164 0.000273477 0.000872263 0.0015191 -0.00039116 0.00294867 0.00475607 0.00214012
internal_weight=0 0.0146751 0.0136425 0.0125985 0.0111702 0.0101422 0.00892992 0.00790031 0.00674246 0.002886 0.00385645 0.00241399 0.00211939
internal_count=3910 3469 3194 2995 2900 2609 2137 1808 1571 348 1223 351 441
is_linear=0
shrinkage=0.0155448


Tree=2816
num_leaves=17
num_cat=0
split_feature=124 128 12 159 12 12 47 47 129 133 1374 16 16 4 43 52
split_gain=0.00015023 0.000134679 0.000152354 0.000156073 0.000124556 0.000120992 0.000147556 0.000320811 0.00015239 0.000143592 0.000121788 0.000144382 0.000176068 0.000312959 0.000158186 9.91993e-05
threshold=0.08919500000000001 0.081870000000000012 0.10852500000000001 -0.034019999999999988 0.097345000000000015 0.092365000000000017 0.09550500000000002 0.080860000000000015 0.0041150000000000006 -0.0056849999999999991 -0.094679999999999986 0.032820000000000009 -0.19424999999999998 0.004850000000000001 -0.044024999999999988 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -5 -11 12 -12 15 -13 -14
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 10 11 14 13 -15 -16 -17
leaf_value=-0.00055339700423820914 0.00066777081732752883 -0.0006880489552642475 -0.00067969724634251219 -0.00060461512163670079 0.00050162037134735959 -0.0004909989389578895 0.00052784479920381876 -0.00089623919480194027 0.00075045846164062608 -0.00046179082087113106 -0.00015526294018093948 0.00026859455385616437 -4.6352627686996698e-05 0.0014101135693443151 -0.00066917015865884319 0.00063462691676743194
leaf_weight=0.0014402989214837248 0.0010022471242818352 0.0010324956366262036 0.0010786372169901129 0.0010819213830112204 0.0019255911163944947 0.0014190118059358671 0.0019416578037520097 0.0012076217506588787 0.0010298944945439691 0.0011343838352093636 0.0016996899940830055 0.0011737648913365054 0.0016737576437781832 0.0010120518617059504 0.0011873286055079507 0.0012089419468610039
leaf_count=439 76 273 266 540 272 372 192 90 112 66 239 158 336 73 144 262
internal_value=0 -4.99062e-05 -1.73118e-05 2.00249e-05 6.66975e-05 1.35914e-05 6.34847e-05 -9.17241e-06 8.64593e-05 1.92297e-05 9.34824e-05 0.000172659 0.000331195 0.000543488 -0.000202981 0.000239235
internal_weight=0 0.021247 0.0202146 0.0191359 0.0176956 0.01577 0.014351 0.0124094 0.0112017 0.0101718 0.00908992 0.00795553 0.00559444 0.00389475 0.00236109 0.0028827
internal_count=3910 3834 3561 3295 2856 2584 2212 2020 1930 1818 1278 1212 910 671 302 598
is_linear=0
shrinkage=0.00181146


Tree=2817
num_leaves=13
num_cat=0
split_feature=133 160 474 483 52 13 12 151 15 1 1 3
split_gain=4.72596e-05 9.6697e-05 0.000187026 0.000238053 9.71135e-05 9.16657e-05 0.000124192 0.000117803 9.83124e-05 0.000109373 0.000195473 5.73714e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.084655000000000022 0.0015150000000000003 0.13709500000000002 -0.083354999999999985 0.092475000000000016 -0.0088999999999999982 0.024640000000000006 0.095575000000000007 0.11215000000000001 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -7 9 11 -11 -9
right_child=1 4 -4 -5 -6 7 -8 8 -10 10 -12 -13
leaf_value=0.0023890929834855033 -0.010460812331822293 0.005108139035227938 0.002637575238228277 0.00017627160023472058 0.0051828411144378373 -0.0052238930434690758 -0.0015363237522638305 -0.0040579791504217894 -0.0034394994004588592 0.0088492484393682177 -0.00095936010977587462 0.0010356704385246765
leaf_weight=0.0018842441866376699 0.0011762432721065166 0.001739125980926075 0.0011159909827054455 0.0010340855156757067 0.001001475857638213 0.0014268540439508065 0.0012753155518757248 0.0010414005716257871 0.0016480953114031104 0.0010399559047207692 0.0010867659707597664 0.0013008089597214135
leaf_count=604 505 437 269 312 100 248 87 268 686 158 152 84
internal_value=0 -0.00032948 -0.00275941 -0.00548433 0.000369729 -8.68036e-05 0.00229708 -0.00103937 -6.32933e-05 0.00118182 0.003837 -0.00122908
internal_weight=0 0.0148861 0.00332632 0.00221033 0.0115598 0.0105583 0.00301444 0.00754388 0.00611703 0.00446893 0.00212672 0.00234221
internal_count=3910 3306 1086 817 2220 2120 524 1596 1348 662 310 352
is_linear=0
shrinkage=0.0161728


Tree=2818
num_leaves=20
num_cat=0
split_feature=1213 14 403 124 123 42 43 16 52 48 14 1 1 12 42 160 160 0 2
split_gain=0.000411257 0.000223549 0.000176204 0.000179179 0.00020425 0.000203227 0.000288068 0.000259487 0.000237074 0.000233173 0.00021226 0.000271237 0.000178989 0.000176585 0.000163208 0.000174612 0.000187914 9.44627e-05 3.552e-05
threshold=-1.0000000180025095e-35 0.020750000000000005 0.03138500000000001 0.08919500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15109999999999998 0.15737500000000001 -0.15422999999999998 0.11930500000000001 -0.13131999999999996 0.10113500000000002 0.092550000000000007 0.088325000000000015 0.085330000000000003 0.087825000000000014 -1.0000000180025095e-35 -0.10209999999999998 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 9 -9 10 -8 12 14 -4 15 16 -12 -18 -13
right_child=1 -3 13 -5 -6 6 7 8 -10 -11 11 18 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0011491354878416711 -0.00076421562068240451 -0.00079312986957795983 -5.1988111925909477e-05 0.00074669499605395004 0.00072029644983673355 0.00074786390349892713 -0.00059048382457826151 -0.00011492030048876213 -0.0012044588640958704 -0.00075094804903322408 -9.0844941344771433e-05 0.00054826117797568972 -0.00063583383151660658 0.00093030905771297463 -0.00049762221084978064 -0.00025003149240778746 0.00042035910912232422 0.0011598496730164088 0.0010288279639548263
leaf_weight=0.001005504456221387 0.0013056306041462169 0.0010203271640201244 0.0010165304108277476 0.0010375943173270346 0.0011222137855274447 0.0014523851668520891 0.0012504310857672308 0.0014398172606463339 0.0012027543295471963 0.0011553439181473122 0.0011028933390447339 0.0010025484672028673 0.0010973336365071307 0.0014673781473427405 0.0010115347265466507 0.0013372803510613984 0.0010493497451680156 0.0012327054690299283 0.0010162996261991603
leaf_count=592 586 137 119 71 273 95 85 284 118 73 213 112 129 133 556 76 34 101 123
internal_value=0 3.51648e-05 7.48423e-05 1.49805e-05 -2.7724e-05 -7.81216e-05 -1.97668e-05 -9.9985e-05 -0.000610819 1.99464e-05 0.000108126 0.000206835 3.44335e-05 0.000528308 0.00016271 0.000304158 0.000523099 0.000819812 0.000790181
internal_weight=0 0.0223204 0.0213 0.0188161 0.0177785 0.0166563 0.0153507 0.0138983 0.00264257 0.0112557 0.0101004 0.00884995 0.0068311 0.00248391 0.00573376 0.00472223 0.00338495 0.00228206 0.00201885
internal_count=3910 3318 3181 2929 2858 2585 1999 1904 402 1502 1429 1344 1109 252 980 424 348 135 235
is_linear=0
shrinkage=0.00181146


Tree=2819
num_leaves=18
num_cat=0
split_feature=124 1186 42 43 4 158 0 48 4 0 15 3 47 16 16 16 2
split_gain=0.000194209 0.00014015 0.000169334 0.000161013 0.000149443 0.000133286 0.000177262 0.000203099 0.000203503 0.000286066 0.000348432 0.000189941 0.000136905 0.000154406 0.000114098 0.000131283 0.000156806
threshold=0.10068000000000002 0.081240000000000021 -1.0000000180025095e-35 -0.16369999999999998 -0.49837999999999999 0.085745000000000002 -0.060094999999999989 0.12675000000000003 0.0057500000000000008 -0.15291499999999997 -0.095799999999999982 -0.088494999999999976 0.09252500000000001 -0.23935499999999996 -0.09601999999999998 -0.0072149999999999992 0.086315000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 14 10 -10 -8 13 -11 -6 16 -16
right_child=-2 -3 4 -5 5 -7 11 -9 9 12 -12 -13 -14 -15 15 -17 -18
leaf_value=-6.2414342203985122e-05 0.00079963515905529133 0.00063377531659488805 -0.00069183510871059675 -0.0010963297312616225 0.00023119655893370628 -0.00063057783332125163 0.0010365170562130826 -0.00085013921436643864 0.00010379284194915703 0.00055914845357182125 0.0016046922079023878 4.9690940328945643e-05 -0.000576818836445468 -0.00028827105283016905 -0.00020088851063535814 -1.952613539186795e-05 -0.0012460439919147789
leaf_weight=0.001077600587069915 0.0010135290359169517 0.0010198560836433826 0.0011951212392050997 0.0011512698321307626 0.0013005230472976238 0.001115591147465035 0.001287570610071535 0.0010506449991841702 0.0012300461333691636 0.0017552690720912952 0.0010677247036382513 0.0016373390777865227 0.0012390911547970956 0.0014517093029099294 0.0010201792940250521 0.0016329878831093303 0.0011050833180421323
leaf_count=150 58 115 162 778 142 325 116 75 79 145 64 244 50 163 402 460 382
internal_value=0 -6.16031e-05 -9.65079e-05 -0.000596459 -3.49051e-05 1.15683e-05 5.69711e-05 -4.02272e-05 3.18696e-05 0.000250492 0.000801229 0.0004841 -3.41337e-05 0.000175545 -0.000259576 -0.000429405 -0.000744343
internal_weight=0 0.0213376 0.0203178 0.00222887 0.0180889 0.0168938 0.0157782 0.0128533 0.0118026 0.00674384 0.00229777 0.00292491 0.00444607 0.00320698 0.00505877 0.00375825 0.00212526
internal_count=3910 3852 3737 928 2809 2647 2322 1962 1887 501 143 360 358 308 1386 1244 784
is_linear=0
shrinkage=0.00192234


Tree=2820
num_leaves=13
num_cat=0
split_feature=158 14 49 151 150 1 15 47 43 52 52 13
split_gain=4.4855e-05 6.88861e-05 7.65519e-05 9.2034e-05 0.000137053 7.60941e-05 7.63556e-05 0.000100278 8.54036e-05 0.000136782 0.000119171 9.48974e-05
threshold=0.084965000000000027 -0.13131999999999996 0.10513500000000002 0.056555000000000001 0.090480000000000019 0.13026000000000001 0.091600000000000015 0.09252500000000001 -0.16369999999999998 0.090300000000000005 -0.087604999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 10 -10 -12
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0036062162494096537 -0.0033055601086802323 0.005412230032419885 0.0042950683308449157 -0.0038174078253583486 0.0064469616657773007 0.0043813487840321146 -0.0046511005629193483 -0.0035976348482975348 -0.0025493431212580769 -0.0041545951424665391 0.00048518790700281719 0.006042525642825934
leaf_weight=0.0011994944785198918 0.001064228210726016 0.0010058913088180953 0.0013198745783663058 0.0014339662494602815 0.0010012456023999064 0.0010087298164241287 0.0010190858343138596 0.0016123644305110763 0.0013402828433567325 0.0014741732847933786 0.0016672394968725033 0.00167743378451764
leaf_count=154 423 142 308 161 197 124 502 212 413 295 794 185
internal_value=0 0.000193584 0.000506616 0.000128963 0.000608275 6.72426e-05 -0.000376975 0.000119266 0.000955691 0.000227861 0.00160685 0.00327233
internal_weight=0 0.0157598 0.0145603 0.0132404 0.0118064 0.0108052 0.00979647 0.00877739 0.00716502 0.00615913 0.00468496 0.00334467
internal_count=3910 3487 3333 3025 2864 2667 2543 2041 1829 1687 1392 979
is_linear=0
shrinkage=0.0164962


Tree=2821
num_leaves=14
num_cat=0
split_feature=4 2 40 47 0 15 151 12 0 1 43 15 2
split_gain=4.3528e-05 0.000112554 0.000133538 0.000121948 9.77823e-05 0.000108807 8.36531e-05 0.000216627 0.000122484 9.98952e-05 9.87215e-05 6.20251e-05 2.86899e-05
threshold=0.15927500000000003 0.10910500000000002 -1.0000000180025095e-35 0.09550500000000002 -0.11756999999999999 -0.16430499999999995 -0.0074049999999999993 0.088325000000000015 -0.083424999999999985 0.086245000000000002 -0.0031199999999999995 -0.017214999999999998 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -2 -4 8 9 -8 -9 -3 -6
right_child=4 11 3 -5 12 -7 7 10 -10 -11 -12 -13 -14
leaf_value=-0.0076871215584751046 0.0028272162448502846 -0.00020595616696199418 0.0018332316460439669 0.0049193466215903545 0.0022768052821892067 -0.0055897513918450404 0.00015577947225700958 0.0041754417417171497 -0.010989650650445647 -0.0075961000946607616 -0.0031237636982774462 0.0059147456568837383 0.006662000376513543
leaf_weight=0.0010499441610601493 0.0011124652590665937 0.0010473181029444032 0.0019532193855207108 0.0011663002159912209 0.0010170168507500109 0.0010124487934677073 0.0012713204488895265 0.0016466173521933729 0.0010506487540239027 0.0010455641386213077 0.0010455345046835552 0.0012574112834681664 0.0010429028618586889
leaf_count=190 99 251 339 232 151 145 576 694 334 89 384 211 215
internal_value=0 -0.000575434 -0.00141106 -0.00069319 0.00161278 -0.00118318 -0.00151011 -0.00258777 -0.00572836 -0.00334249 0.00134069 0.00313337 0.00449696
internal_weight=0 0.0125339 0.0102291 0.0091792 0.00418483 0.00212491 0.0080129 0.00605969 0.00336753 0.00231688 0.00269215 0.00230473 0.00205992
internal_count=3910 3300 2838 2648 610 244 2416 2077 999 665 1078 462 366
is_linear=0
shrinkage=0.0185774


Tree=2822
num_leaves=17
num_cat=0
split_feature=403 484 11 1374 403 3 39 52 16 0 13 4 15 12 1 49
split_gain=0.000137417 0.000135722 0.000104247 0.000109061 0.000117025 0.000125767 0.000237064 0.000198256 0.000148829 0.000191059 0.000125567 9.69021e-05 0.000205746 0.000112091 0.000108523 0.00012611
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08776500000000001 -0.094679999999999986 0.09389500000000002 0.11265500000000002 0.085220000000000004 0.11262000000000001 0.13514000000000004 -0.14808999999999997 -0.098524999999999988 -0.076329999999999995 -0.050004999999999994 0.089745000000000005 0.094695000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 10 9 -7 -5 13 14 -12 15 -13
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0006074913648585823 -0.00046472729532943729 -0.00058375289845695422 -0.00049755574393015511 0.00081367345490621534 -0.00045148718490673015 -0.00040162477948340046 0.00099260400437896552 -0.00052282423667254904 -0.00072389238853685033 0.00059103890251610937 0.00017281247329132423 0.00046464281701588455 -0.00045116847133110723 0.00089164257479073898 0.00068463810270245873 -0.00042309342577516711
leaf_weight=0.0012300530468052481 0.0011070052343047357 0.0011654624622600062 0.001064510200549494 0.0011465805224344242 0.0010904039928129458 0.0012673360837188175 0.0012641120894314331 0.0012244954174398725 0.0010142264298156345 0.0012776693205961186 0.0019874593417859949 0.0010741942682226373 0.0019012001021280825 0.0011090512551784892 0.001379266089392369 0.0010272382424849026
leaf_count=930 60 264 151 88 290 81 286 332 44 141 209 87 413 99 139 296
internal_value=0 1.62234e-05 5.31528e-05 8.59579e-05 0.000122324 0.000162246 0.000250205 0.000163705 -0.000137117 9.67223e-05 0.000251046 0.000174959 2.80636e-05 0.00043027 0.000289826 3.06928e-05
internal_weight=0 0.0201002 0.0189347 0.0178702 0.0167632 0.0156728 0.0121136 0.0108495 0.00355923 0.00254501 0.00962499 0.00847841 0.0053819 0.00309651 0.0034807 0.00210143
internal_count=3910 2980 2716 2565 2505 2215 1949 1663 266 222 1331 1243 935 308 522 383
is_linear=0
shrinkage=0.00181146


Tree=2823
num_leaves=18
num_cat=0
split_feature=13 13 403 39 48 132 0 3 50 1 4 52 4 1 43 3 2
split_gain=0.000141584 0.000206056 0.000211904 0.000199975 0.000385904 0.000147202 0.000215947 0.000212279 0.000127082 0.000219734 0.000153034 0.000131028 0.000206961 0.000384916 0.000117064 4.80447e-05 3.10172e-05
threshold=-0.52445999999999982 -0.26418499999999995 -1.0000000180025095e-35 0.005105000000000001 0.12649500000000002 0.080815000000000012 -0.081964999999999996 -0.09113499999999998 0.081160000000000024 0.11235500000000002 0.22584000000000001 0.0033900000000000002 0.0057500000000000008 0.086560000000000012 -0.082689999999999986 -0.14539499999999997 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 15 9 10 11 12 13 -4 -5 -8 -14
right_child=1 2 3 14 -6 -7 7 -9 -10 -11 -12 -13 16 -15 -16 -17 -18
leaf_value=-0.00061507361742085516 0.00061941504596209102 -0.00076015960444193351 0.00029069312029177227 0.00013435760645313225 -0.0010395898397170219 0.00059012426960288963 -0.00023504439991304041 -0.00074623982057476568 -0.00044327847488673223 0.00078498790994976995 -0.00039877101868914406 0.00059764797158470709 0.00021791303139368954 -0.0010207771775427605 0.00087195029486165519 0.00023331836952467994 0.00062045498575525975
leaf_weight=0.0010033233926204392 0.0014196412817575393 0.0010090347287224832 0.0013689481279006502 0.0013152145813148045 0.0010011368301814363 0.0010997822651313731 0.0012362359581236208 0.0019188998513156698 0.001037582343323116 0.0013062498601451034 0.0015751922377684503 0.0014900613221402112 0.0010295719315220331 0.0010758930587531218 0.0010350744097556727 0.0011270926547246596 0.0010315163941868911
leaf_count=56 140 925 273 193 78 203 155 652 273 50 112 259 41 107 194 141 58
internal_value=0 1.57587e-05 -2.78367e-05 1.1788e-05 -5.27308e-05 1.18557e-05 -3.29396e-05 -0.000340841 0.000100041 0.000163543 5.6326e-05 0.000175883 3.64105e-05 -0.000286441 0.000459196 -1.1678e-05 0.000419374
internal_weight=0 0.0210771 0.0196575 0.0186485 0.0162982 0.015297 0.0141972 0.00428223 0.00991502 0.00887743 0.00757118 0.00599599 0.00450593 0.00244484 0.00235029 0.00236333 0.00206109
internal_count=3910 3854 3714 2789 2402 2324 2121 948 1173 900 850 738 479 380 387 296 99
is_linear=0
shrinkage=0.0016407


Tree=2824
num_leaves=17
num_cat=0
split_feature=128 50 48 4 158 11 3 42 49 48 2 133 16 15 0 52
split_gain=0.00015634 0.000157582 0.00025502 0.000317153 0.000315321 0.000175991 0.000115688 0.00012564 0.000161424 0.000236499 0.000324975 0.000127028 0.000185741 0.000133432 0.000184474 0.000143267
threshold=0.086435000000000012 0.10625000000000001 0.12862000000000004 0.40359500000000004 0.085745000000000002 0.077330000000000024 -0.11266 0.092145000000000019 -1.0000000180025095e-35 0.082705000000000015 0.089910000000000004 -0.090054999999999982 0.31524000000000002 -0.10312999999999999 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8 -11 -10 13 -13 -15 -16
right_child=-2 -3 -4 -5 -6 -7 7 -9 11 10 -12 12 -14 14 15 -17
leaf_value=0.00056296238236283006 -0.00068994598086914304 -0.00062061094116019563 -0.00081615498259319575 0.0008512985331114016 -0.00092716400631600844 -0.00063131567221122844 -0.0007856527967094525 -0.00035663831845844787 -0.0002805954015754088 -0.00063062986636792126 0.00062097911299999404 -9.9894241838382659e-06 -0.00023993586680065156 0.0010829223477408967 -5.7406742813919836e-05 0.00078513035790101578
leaf_weight=0.0017786500354443685 0.0010309405258423733 0.0011521317852943502 0.0010075317405585085 0.0016241329896104139 0.0010203005089234841 0.0010015413566843287 0.0012440595319869836 0.001793767611102475 0.00104897171272747 0.0010544110961568168 0.0017242044658003827 0.0011817166847363876 0.0012369831918908301 0.0018845393869337214 0.0013160186827083729 0.0012328529078502459
leaf_count=125 266 386 81 331 305 169 237 441 258 131 101 123 90 72 434 360
internal_value=0 1.81784e-05 5.47035e-05 0.00010054 3.09361e-05 9.01897e-05 0.000136822 8.15672e-05 0.000147489 -0.000142106 0.000146027 0.000294931 0.000383037 0.000520274 0.000661615 0.000350116
internal_weight=0 0.0213018 0.0201497 0.0191422 0.017518 0.0164977 0.0154962 0.0137175 0.0119238 0.00402268 0.00277862 0.00790108 0.00685211 0.00561513 0.00443341 0.00254887
internal_count=3910 3644 3258 3177 2846 2541 2372 2247 1806 469 232 1337 1079 989 866 794
is_linear=0
shrinkage=0.00177594


Tree=2825
num_leaves=13
num_cat=0
split_feature=484 4 16 0 48 0 133 48 43 13 3 1
split_gain=4.24644e-05 4.79041e-05 5.27771e-05 5.13746e-05 0.000127865 0.000107065 7.26801e-05 8.1331e-05 7.54068e-05 0.000117382 4.37675e-05 3.22015e-05
threshold=-0.0043499999999999988 0.27608500000000008 -0.38486499999999996 -0.10575999999999998 0.086285000000000014 -0.089879999999999974 -0.085714999999999986 0.085790000000000019 -0.17307499999999998 -0.083924999999999986 -0.077384999999999995 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 -5 -7 8 -8 -10 -11 -4
right_child=1 -3 3 5 -6 6 7 -9 9 10 -12 -13
leaf_value=-0.0037252365445954172 -0.0038311018335309109 0.0033030098498987382 0.0028380997935569898 -0.0060940456798006431 -0.0021801521979700647 0.0048629289947377504 0.0020881677856581975 0.0042409460192912108 0.0016003214457373919 -0.0088283817700017496 -0.0030990655107695181 0.0075384058411293508
leaf_weight=0.0011742630034044512 0.0014238425143160852 0.0018236953432694903 0.0012081064374942661 0.0012389373050213839 0.0016394763453626698 0.0011826801465370518 0.0014650924225663173 0.0011408365509164029 0.0012271959036467333 0.0011671077208997645 0.0010020895819706538 0.0011508117389699285
leaf_count=612 147 420 117 308 131 316 123 230 272 785 354 95
internal_value=0 0.000239436 -0.000164071 0.000256243 0.00213328 -0.000634688 0.00030669 -0.000591058 -0.00172498 -0.00336984 -0.00618165 0.00513117
internal_weight=0 0.0156699 0.0138462 0.0124223 0.00399839 0.00842394 0.007185 0.00600232 0.00486149 0.00339639 0.0021692 0.00235892
internal_count=3910 3298 2878 2731 343 2388 2080 1764 1534 1411 1139 212
is_linear=0
shrinkage=0.0201088


Tree=2826
num_leaves=13
num_cat=0
split_feature=52 1 52 3 42 14 15 3 16 1 15 52
split_gain=4.24838e-05 6.21641e-05 0.000126454 8.5457e-05 8.9188e-05 7.47743e-05 9.6301e-05 0.000132382 0.000177058 8.68482e-05 6.20415e-05 3.41197e-05
threshold=-0.40083499999999994 0.088010000000000019 -0.091329999999999981 -0.100615 0.084100000000000022 -0.13131999999999996 -0.106555 -0.077689999999999995 -0.092424999999999993 0.095575000000000007 -0.03231499999999999 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 10 -4 -7 -8 -9 -10 -5 -12
right_child=1 2 5 4 -6 6 7 8 9 -11 11 -13
leaf_value=-0.0035248599137711299 0.0021010245674930564 0.0066173162334837226 -0.0037740555121504862 -0.0041803251932247647 -0.0058266118360438797 0.0048543065601814586 0.004848627798481879 -0.0079593371570378865 -0.0032232929423938895 0.0033232417916610451 0.002963154032180049 -0.001103398591145593
leaf_weight=0.0010018742468144602 0.0019466532240642728 0.0011412016230248831 0.001136302415699026 0.0011154789645411371 0.0014832404983471039 0.0015769011093429439 0.001221673599832592 0.0010283658297899753 0.0010530641397121119 0.0015136905211160546 0.0011729825623312453 0.0013717325354194176
leaf_count=401 257 168 117 301 906 288 334 121 108 268 283 358
internal_value=0 0.000192823 0.00118696 -0.00102301 -0.00220537 0.000363964 0.00109938 -0.000129888 -0.00182166 0.000637391 -0.000737913 0.000771073
internal_weight=0 0.0157613 0.0086712 0.00709009 0.00514343 0.00753 0.0063937 0.00481679 0.00359512 0.00256675 0.00366019 0.00254472
internal_count=3910 3509 1404 2105 1848 1236 1119 831 497 376 942 641
is_linear=0
shrinkage=0.0175059


Tree=2827
num_leaves=13
num_cat=0
split_feature=48 150 51 4 158 12 1 1 4 43 4 4
split_gain=4.75195e-05 8.50224e-05 9.87562e-05 0.000105995 0.00011988 7.9777e-05 0.000116951 7.86482e-05 6.9449e-05 8.7416e-05 5.85917e-05 8.45763e-05
threshold=0.12862000000000004 0.09833500000000002 0.092720000000000011 0.28937500000000005 1.0000000180025095e-35 -0.036459999999999992 0.11477000000000001 0.092550000000000007 0.018480000000000003 0.013605000000000001 -0.08422499999999998 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 -7 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.0039471064295895485 -0.0034254389852727799 0.0039212914252830765 -0.0047000679733555798 0.0046427365060229178 -0.0054860536001721198 -0.0040482698414034957 0.005215377320950074 -0.0035524937260176764 0.0037662489292961568 0.0036498825637171594 0.0033870407380525236 -0.0022384734301801011
leaf_weight=0.0010681792200061954 0.0010096579599444813 0.0014525903750786081 0.0011640781304084113 0.0012764446483481727 0.001047452461856683 0.0013387711071423478 0.0013038341418329926 0.0013591448857299057 0.0015130923057535307 0.0012284520941234639 0.0011756528869978095 0.0017242163291592248
leaf_count=189 123 282 336 298 377 402 74 346 198 282 322 681
internal_value=0 0.000194549 -0.000186696 0.000216359 -0.000264135 0.000246512 0.000711041 6.79905e-06 0.000699846 -0.000148823 -0.00124977 4.21991e-05
internal_weight=0 0.0156519 0.0141993 0.0130352 0.0117588 0.0107113 0.00964316 0.00833933 0.00698018 0.00546709 0.00423864 0.00289987
internal_count=3910 3787 3505 3169 2871 2494 2305 2231 1885 1687 1405 1003
is_linear=0
shrinkage=0.0161728


Tree=2828
num_leaves=17
num_cat=0
split_feature=403 403 160 123 12 13 48 48 50 3 3 49 13 4 15 15
split_gain=0.000113582 0.000147174 0.000111563 0.000147991 0.000169827 0.00022278 0.000197952 0.000223085 0.00011961 9.12968e-05 0.000156042 0.000211439 0.000206405 0.000103474 0.000130559 0.000103808
threshold=0.10150000000000002 0.085745000000000016 -0.217635 1.0000000180025095e-35 -0.036459999999999992 0.23436000000000004 0.11930500000000001 0.097140000000000018 0.082310000000000008 -0.11266 -0.077894999999999978 -0.07107999999999999 -0.080649999999999986 -0.23071499999999998 -0.015439999999999997 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -6 12 -12 -11 -13 15 -15
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 11 13 -14 14 -16 -17
leaf_value=-0.00060208091906887456 -0.00061179665535322943 0.00065288672203986679 -0.00074203653424596632 0.00057262473686847453 0.00035123156862910867 0.00083196850474879657 -0.00076685889235890035 0.00078318807630730529 -0.00062954996799738177 2.216342733313161e-05 -0.00070486756173134186 -0.00032130902630346888 -0.0010813869423391249 0.00039160319918971493 0.00075655272298767273 -0.00025654972092793162
leaf_weight=0.0010423410360000376 0.0010072989921141159 0.0011092572420840071 0.0010594682590593452 0.0014017562289211942 0.0019719730568340072 0.0010058172434253684 0.0011615072052105777 0.001129049787986198 0.0010955168235731389 0.0011880497242157525 0.0010165352095352631 0.0010587161742883211 0.0010456456172369963 0.0018337151661446949 0.0014562199283117694 0.0014536038879968075
leaf_count=398 265 96 165 299 243 86 91 141 435 461 72 76 605 86 216 175
internal_value=0 1.15937e-05 -2.60047e-05 7.5831e-06 -4.04904e-05 7.7224e-06 -4.98078e-05 1.30542e-05 -5.86885e-05 -1.96115e-06 -7.88999e-05 5.72208e-05 -0.000494435 0.000190736 0.00030502 0.000105
internal_weight=0 0.0200292 0.0189199 0.0178776 0.0164758 0.0154163 0.0144105 0.013249 0.01212 0.0110245 0.00905249 0.00681879 0.0022337 0.00580226 0.00474354 0.00328732
internal_count=3910 3645 3549 3151 2852 2687 2601 2510 2369 1934 1691 625 1066 553 477 261
is_linear=0
shrinkage=0.00181146


Tree=2829
num_leaves=13
num_cat=0
split_feature=42 51 159 43 12 12 47 151 1 16 15 43
split_gain=5.09794e-05 6.69245e-05 7.30674e-05 8.40933e-05 0.000122771 7.96453e-05 7.98393e-05 0.000118486 0.000105861 0.000218901 7.20677e-05 5.35542e-05
threshold=-0.11145999999999999 -0.07742499999999998 0.087945000000000009 -0.15109999999999998 0.092365000000000017 0.088285000000000016 0.09550500000000002 -0.029339999999999995 0.094385000000000011 -0.089559999999999987 -0.015439999999999997 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 6 7 -5 9 -9 -2 -6
right_child=1 2 -4 4 11 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0034025962639167677 -0.0053666006734085702 0.0036330505107226925 0.0046364018786481257 0.0029306207468977157 -0.005914312838983588 0.0038750309698986204 0.0036201295698744681 2.2488218887261735e-05 0.00075301758240836278 -0.0092681190929553969 0.00055405064411075122 -0.00092571727892938941
leaf_weight=0.001051984451088798 0.0010501891072035533 0.0016277490368667357 0.0010454823801527196 0.0015389304826695527 0.0011660178820710699 0.0015463092412869688 0.001207713752525044 0.0013847505030106428 0.0018090734603057714 0.0011816114188437535 0.0010177461080062645 0.0010093081858126018
leaf_count=229 368 198 370 248 442 443 161 250 220 477 243 261
internal_value=0 0.000203695 0.000610096 0.000272571 -0.000231871 0.000613284 -9.48892e-05 -0.000853496 -0.00218445 -0.00425512 -0.00245272 -0.0035997
internal_weight=0 0.0155849 0.0135169 0.0124715 0.0108437 0.00866839 0.00712208 0.00591437 0.00437544 0.00256636 0.00206794 0.00217533
internal_count=3910 3681 3070 2700 2502 1799 1356 1195 947 727 611 703
is_linear=0
shrinkage=0.0158556


Tree=2830
num_leaves=14
num_cat=0
split_feature=11 3 3 15 151 150 49 49 16 1 0 15 0
split_gain=4.65028e-05 5.19405e-05 6.64825e-05 0.000167131 0.000115182 0.000128549 0.000110347 7.65715e-05 7.37957e-05 0.00010077 8.77671e-05 8.15236e-05 4.15203e-05
threshold=0.08184000000000001 -0.10628499999999998 -0.078884999999999997 0.085120000000000015 0.056555000000000001 0.08826500000000001 1.0000000180025095e-35 -0.006494999999999999 -0.15168999999999996 0.092550000000000007 -0.082074999999999995 -0.07052499999999999 0.039665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 5 6 7 -4 -9 10 -10 -11 -1
right_child=-2 2 4 -5 -6 -7 -8 8 9 11 -12 -13 -14
leaf_value=0.00036860492073825135 -0.0040943738323591409 -0.0082206093167776374 -0.0029593275261804498 0.0022068366264584027 -0.0058091636682425056 0.007530517043476629 -0.0044733789628715681 0.0067418314858670196 0.0085632099466076139 -0.0058632701090289528 0.00061957478585548248 0.0020989137363368231 0.0058190079195501055
leaf_weight=0.0011416865602591085 0.0010647150559235435 0.0012888886740242403 0.0013185026316765028 0.0012004438153093069 0.0010682893199661621 0.0011274903583009923 0.0015894465425496038 0.0012462145810110351 0.0010035827864635651 0.0010732826451483601 0.0012794556479115665 0.0010086634824543923 0.0011191980929881936
leaf_count=216 224 987 176 659 99 137 414 181 126 141 265 203 82
internal_value=0 0.000250392 -0.000231827 -0.00319213 0.000455922 0.00114973 0.000305248 0.00140131 0.00242596 0.00119376 0.00411145 -0.00200574 0.0030667
internal_weight=0 0.0154651 0.0132043 0.00248933 0.0107149 0.00964664 0.00851915 0.0069297 0.0056112 0.00436498 0.00228304 0.00208195 0.00226088
internal_count=3910 3686 3388 1646 1742 1643 1506 1092 916 735 391 344 298
is_linear=0
shrinkage=0.0201088


Tree=2831
num_leaves=18
num_cat=0
split_feature=1213 147 52 1374 4 0 16 0 3 4 0 13 3 4 4 4 4
split_gain=0.000544255 0.000231041 0.000197589 0.000191127 0.000189702 0.000181653 0.000164181 0.000212304 0.000200314 0.000211895 0.000264545 0.000156889 0.000151744 0.00014493 0.000130963 0.000211987 6.3617e-05
threshold=-1.0000000180025095e-35 0.088565000000000019 0.28122000000000008 -0.094679999999999986 -0.51381999999999983 0.14676000000000003 0.31524000000000002 -0.076734999999999984 -0.089974999999999986 -0.076329999999999995 -0.10071499999999999 -0.0064299999999999991 0.11818000000000002 0.22584000000000001 0.0057500000000000008 0.25367000000000006 0.26048500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 13 -10 12 -9 14 -6 -11 -16 -14
right_child=1 -3 -4 4 5 -7 -8 11 9 10 -12 -13 16 -15 15 -17 -18
leaf_value=-0.0012984074935819948 -0.00071296418540302536 0.00091460216693171296 -0.00072222268956569991 -0.00067997322492127784 -0.0009583136799774201 0.0008812769784495093 -0.00047723985340026296 0.0010300017402147398 0.00072449404736382825 -9.1926004316305682e-05 -0.00071885412942850762 0.00020943885169792524 -0.00058967153668932541 1.391759848107699e-05 0.00097348651954369655 -3.7666328434688098e-05 7.1713540518675631e-05
leaf_weight=0.0011283591086424681 0.0011145663863643121 0.0010302815394686296 0.0012630173925685132 0.001074274143338212 0.0011205869220129736 0.0010892847122528837 0.0016518706236796693 0.0014651156703755081 0.0018289690420124462 0.0015181576927805695 0.0014380762291715228 0.0019020263597486218 0.0010130660572894579 0.0010595186718982408 0.0019089543269531495 0.0011989756561209867 0.0010539983333818781
leaf_count=592 63 166 352 69 272 52 335 360 310 120 624 233 55 40 85 104 78
internal_value=0 4.25882e-05 1.18724e-06 4.58934e-05 8.96652e-05 0.000134973 8.75971e-05 0.000147764 3.16314e-05 0.000144891 1.45199e-05 0.000566483 0.000172091 -0.000485815 0.000361779 0.000583404 -0.000252431
internal_weight=0 0.0227307 0.0217005 0.0204374 0.0193229 0.0182486 0.0171593 0.0155074 0.0121403 0.0099602 0.00813123 0.00336714 0.00669315 0.00218011 0.00462609 0.00310793 0.00206706
internal_count=3910 3318 3152 2800 2737 2668 2616 2281 1688 1376 1066 593 442 312 309 189 133
is_linear=0
shrinkage=0.00188464


Tree=2832
num_leaves=18
num_cat=0
split_feature=403 52 1374 1 150 484 3 2 13 0 3 12 0 52 2 4 0
split_gain=0.000106453 0.000102503 0.000143374 0.00014857 0.000174521 0.00017527 0.000157903 0.000132865 0.000128093 0.000167779 0.000215742 0.000170657 0.00016601 0.000209402 0.000114397 9.1069e-05 3.26696e-07
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 0.14000500000000002 0.09833500000000002 -0.0043499999999999988 0.092005000000000017 0.113945 0.17936000000000002 -0.077944999999999987 -0.089974999999999986 0.093535000000000021 -0.10071499999999999 0.078330000000000025 0.091025000000000009 -0.030814999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 15 9 10 -7 -11 14 -14 16 -8 -12
right_child=1 2 3 -5 -6 6 7 -9 -10 11 12 -13 13 -15 -16 -17 -18
leaf_value=-0.0005616978400700798 -0.00053902326857181444 -0.00063017125615654217 -0.00070622390171769451 0.0007649998422313922 0.00070705557267420238 -0.00068536741452682919 -0.00039348523048360936 -0.00070799911763692208 -0.00037765366350950145 0.0010064345943404554 0.00022578044703752361 6.2879743023836677e-05 -0.00064737264724026215 0.0004403969469481988 0.00100360802302241 0.00035050394112621852 0.00027268677437252667
leaf_weight=0.0012047688322543498 0.0011207232008788549 0.0010415709690352317 0.0011712278111104648 0.0010055182884699454 0.001219172203464648 0.0010774404231864362 0.0010677072110754082 0.0015274653650891867 0.0013579338060220091 0.0015881006231565587 0.0010076999476154036 0.0011130717449523014 0.0013003206478234166 0.0011285421787537095 0.0010379559379059544 0.001185173010144481 0.001020053919909667
leaf_count=930 372 67 477 156 216 168 55 97 108 227 48 209 286 279 124 61 30
internal_value=0 3.8606e-06 3.61394e-05 7.51126e-05 3.38259e-05 -1.88469e-05 3.70166e-05 -0.000287319 0.000152348 0.000229959 7.06248e-05 0.000617624 0.000218869 -0.000141953 0.000504736 -2.09474e-06 0.000249376
internal_weight=0 0.0199697 0.018849 0.0178074 0.0168019 0.0155827 0.0144115 0.00378035 0.0106311 0.00927319 0.00657201 0.00270117 0.00549457 0.00242886 0.00306571 0.00225288 0.00202775
internal_count=3910 2980 2608 2541 2385 2169 1692 213 1479 1371 935 436 767 565 202 116 78
is_linear=0
shrinkage=0.00184769


Tree=2833
num_leaves=12
num_cat=0
split_feature=42 376 48 4 2 2 2 43 52 457 2
split_gain=4.2818e-05 6.10537e-05 6.34505e-05 0.000110841 0.000108873 6.45698e-05 8.83165e-05 0.000104317 7.4472e-05 0.000122215 0.000102887
threshold=-0.11145999999999999 1.0000000180025095e-35 0.11930500000000001 0.15927500000000003 0.10796500000000002 0.10571000000000001 0.095195000000000016 0.0041500000000000009 -0.0066199999999999991 0.082870000000000013 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0034426213930701605 -0.0050296899190666808 0.00435375111710299 -0.0040860388003190898 0.005867940973110621 -0.00033079044758571195 0.0023721840469028139 -0.0055287826189798174 -0.0056782817605110503 -0.00044303140873134687 0.0026026661292636285 0.0059320806594740606
leaf_weight=0.0010556435713064442 0.0015340302035358822 0.0010140719219003088 0.0011230633776037032 0.0018337782101051127 0.001649297991709467 0.0017343458557675341 0.0013012741562051294 0.0010356999349497853 0.0019184529971372627 0.0011068678742496285 0.0013025451645912803
leaf_count=229 592 198 136 238 236 415 333 373 607 107 446
internal_value=0 0.000200713 -8.89476e-05 0.000245645 0.00293273 -0.000696581 -0.00134573 -0.000556573 0.000348348 -0.00183077 0.00213501
internal_weight=0 0.0155534 0.0145394 0.0134163 0.00348308 0.00993322 0.00819887 0.0068976 0.0058619 0.0026409 0.003221
internal_count=3910 3681 3483 3347 474 2873 2458 2125 1752 699 1053
is_linear=0
shrinkage=0.0175059


Tree=2834
num_leaves=12
num_cat=0
split_feature=11 0 42 12 16 16 15 4 0 49 43
split_gain=4.12038e-05 5.22044e-05 0.000101197 8.61341e-05 6.30657e-05 7.39079e-05 7.82437e-05 0.000122628 0.000101606 6.77255e-05 4.34282e-05
threshold=0.079700000000000007 -0.017269999999999997 -1.0000000180025095e-35 0.084380000000000024 -0.30307999999999996 -0.110495 -0.10469999999999999 0.015635000000000003 -0.074249999999999997 -0.047894999999999993 -0.087439999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -4 -6 -7 8 9 -8 -1
right_child=-2 3 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0064678328938030209 -0.0031871617819864435 0.0061913515281859484 -0.0024406760527716847 -0.00036888395710200494 0.0048098999001103529 -0.0041313596570608305 0.00092851864559806993 0.0055278856281073133 0.0041692841398724345 -0.004472870239444952 -0.0012061573605030051
leaf_weight=0.0010770854384569142 0.0012654023199325506 0.0011912319436688081 0.0019997587374666849 0.0014997669854234785 0.001508713628184462 0.001084593632478135 0.0013666189995464599 0.0015822400604930233 0.001173334889986213 0.0017639652515597762 0.001006688218919324
leaf_count=341 254 242 345 90 184 180 184 159 330 962 639
internal_value=0 0.000232986 -0.000260139 0.00253515 0.000468785 0.00115494 0.000363878 0.00119218 -0.000401748 -0.00211496 -0.00392587
internal_weight=0 0.015254 0.012563 0.002691 0.0104792 0.00847947 0.00697075 0.00588616 0.00430392 0.00313058 0.00208377
internal_count=3910 3656 3324 332 2344 1999 1815 1635 1476 1146 980
is_linear=0
shrinkage=0.0182132


Tree=2835
num_leaves=14
num_cat=0
split_feature=4 15 151 133 133 49 15 52 4 52 2 1 15
split_gain=4.08353e-05 7.18006e-05 7.77537e-05 6.37884e-05 9.74283e-05 0.000101629 0.000117223 0.000109827 0.000158934 0.000120155 6.88196e-05 3.85737e-05 3.14029e-07
threshold=0.27608500000000008 -0.11739999999999999 -0.088294999999999985 0.10681500000000001 0.085515000000000022 -0.073619999999999977 0.088345000000000021 0.071660000000000015 -0.034289999999999994 0.11262000000000001 0.086650000000000019 0.11257500000000001 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 -9 12 -2 -10
right_child=11 2 3 -5 -6 6 -8 9 10 -11 -12 -13 -14
leaf_value=-0.0056100368744451444 -0.00017612158082856298 0.0054191921020729072 -0.0055105456460368433 -0.0054235287102213032 0.0053541058528664247 -0.0060613709424642637 -0.0059505699889579123 0.0088935532884329357 -0.00082774766123478068 -0.00043753681203412753 0.0053079749343889109 0.0054189487778609829 -0.00031658171713700968
leaf_weight=0.0010393570265111477 0.0010222644576985962 0.0010234713640507745 0.0015599721654756893 0.001002393868412557 0.0012588678508295885 0.0015428736630321606 0.001134508962885146 0.0013181255167242778 0.0010219628404769601 0.001037550402096488 0.0014266682923105541 0.0010516923422442181 0.0010007110336143739
leaf_count=275 122 199 199 485 426 371 523 351 40 165 248 319 187
internal_value=0 -0.000417723 -1.27842e-05 -0.00046464 -2.47984e-05 -0.000699074 0.000185789 0.00113324 -0.000589306 0.0047837 0.00185832 0.00266111 -0.00057485
internal_weight=0 0.0143665 0.0133271 0.0123036 0.0113012 0.0100424 0.0084824 0.00734789 0.00499222 0.00235568 0.00344934 0.00207396 0.00202267
internal_count=3910 3469 3194 2995 2510 2084 1885 1362 846 516 475 441 227
is_linear=0
shrinkage=0.020511


Tree=2836
num_leaves=18
num_cat=0
split_feature=4 0 1374 48 41 157 160 133 2 2 2 13 47 2 15 483 43
split_gain=0.000146897 0.000166544 0.000119509 0.000138233 0.000138051 0.000128113 0.000150994 0.00024708 0.000131114 0.000150598 0.000133471 0.000145211 0.000119017 0.000184036 0.000100582 7.82202e-05 3.95945e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.094679999999999986 -0.081799999999999984 0.078535000000000008 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.11165000000000001 0.097135000000000013 0.090815000000000021 -0.082014999999999991 0.09550500000000002 0.083185000000000023 0.087380000000000013 0.0015150000000000003 0.056750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 15 14 9 10 11 -9 13 -13 -8 -7 -3
right_child=1 16 3 4 -6 6 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00067168997717531348 -0.00062101794090392581 0.00025771426633711169 -0.00066068652665801869 0.00062477251118504503 -0.00061475454596587387 -0.00078120304843034758 -0.0008823411430840248 0.00096229399853025048 -0.00023968107266304282 0.00091171761164407408 -0.00034039044181518018 -0.00049861565971462895 0.00062923825029183149 0.0005149135171651952 -5.6780452928362684e-05 -6.8055083369692333e-05 0.00074520917572726611
leaf_weight=0.0011124879404302975 0.0011405170398119937 0.0012047577086236692 0.0010220437764828496 0.0013708510366771788 0.00102369828941934 0.0010448389000419422 0.0010003790283856237 0.0010694750365145955 0.001547332597437224 0.0013422259071875289 0.0011451512398072336 0.0013788908458888536 0.0013722138693541552 0.0010991983226275315 0.0010150322097794151 0.0010555007359529887 0.0010775066820060209
leaf_count=80 68 279 116 335 164 439 459 175 297 171 165 266 64 170 306 308 48
internal_value=0 1.8223e-05 -4.25837e-05 -2.5691e-06 4.09249e-05 8.74046e-05 3.10436e-05 0.000117942 0.000249497 0.000351685 0.000227745 0.000359987 0.000192687 -4.90477e-05 -0.00046656 -0.000422819 0.000487871
internal_weight=0 0.0199096 0.0176273 0.0164868 0.0154648 0.0144411 0.0130702 0.0109699 0.00895449 0.00740716 0.00606493 0.00491978 0.0038503 0.00247809 0.00201541 0.00210034 0.00228226
internal_count=3910 3830 3503 3435 3319 3155 2820 2073 1308 1011 840 675 500 436 765 747 327
is_linear=0
shrinkage=0.00184769


Tree=2837
num_leaves=17
num_cat=0
split_feature=124 12 453 4 156 158 15 3 47 52 133 16 16 150 4 43
split_gain=0.000141537 0.000132345 0.000113145 0.000137128 0.000128749 0.000134655 0.000133089 0.000211638 0.000183926 0.000207953 0.000124782 0.00024825 0.000111122 0.000111737 9.42183e-05 5.50061e-05
threshold=0.0049200000000000008 0.10852500000000001 1.0000000180025095e-35 0.28937500000000005 0.088855000000000003 1.0000000180025095e-35 -0.10469999999999999 0.12566000000000002 0.085165000000000018 0.10898500000000001 0.089845000000000022 -0.0049699999999999996 -0.083564999999999987 0.087235000000000021 -0.077889999999999987 -0.078079999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 11 12 13 14 -8 -13
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.00046048584466346369 0.00061720567633169856 -0.00056812247581920522 -0.00055742985936680972 0.00046844100725335086 -0.00062959621391351446 -0.00059034061500257975 -5.7797071618275061e-05 0.000853122986435263 0.00060481525187432422 -0.0007910785494466548 -0.00044990649029762772 0.00087247894647501402 -0.00050664623284130442 -0.00038095032014829705 0.00063845267723387485 0.000332076302472715
leaf_weight=0.0013341789546463629 0.001026195366227319 0.0013696533335211631 0.0010668320232586894 0.0018977150877650889 0.0010065433102618799 0.001035733545459762 0.0011720324871743321 0.0010836047843382204 0.0015379678100961866 0.0010099993823299369 0.0013048291814026503 0.0011693063419628835 0.0013746581899820847 0.0010946776124303309 0.0011848361026332594 0.0011159253720459221
leaf_count=202 91 312 98 329 324 337 321 71 132 346 368 166 477 40 108 188
internal_value=0 -4.59938e-05 -7.10419e-06 2.67894e-05 -2.75488e-05 1.44818e-05 6.12935e-05 0.000119075 4.65288e-05 -4.45599e-05 4.50265e-05 0.000135838 -8.80115e-05 7.87195e-05 0.000292219 0.000608589
internal_weight=0 0.0197585 0.0183888 0.017322 0.0154243 0.0144177 0.013382 0.0120478 0.0109642 0.00942626 0.00841627 0.00711144 0.0048262 0.00345155 0.00235687 0.00228523
internal_count=3910 3819 3507 3409 3080 2756 2419 2217 2146 2014 1668 1300 946 469 429 354
is_linear=0
shrinkage=0.00174112


Tree=2838
num_leaves=12
num_cat=0
split_feature=158 159 11 12 0 457 160 42 43 1 4
split_gain=3.98594e-05 8.45175e-05 6.04529e-05 5.35601e-05 8.47637e-05 7.83935e-05 8.20141e-05 0.000176349 0.000180524 8.94799e-05 0.000150936
threshold=0.084965000000000027 0.08764000000000001 0.079700000000000007 0.10673000000000001 -0.017269999999999997 -0.0015249999999999997 -0.080184999999999992 -1.0000000180025095e-35 -0.074254999999999988 0.11215000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9 10 -10
right_child=-2 -3 -4 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.0048333532489547304 -0.0035039068732239053 0.004792009049090949 -0.0043203721342633863 -0.0038644875636507543 0.0042859629405699387 -0.0040741758222224249 -0.0047687926262253138 0.0071990192572734327 -0.0018153300126043284 -0.0037331460261146704 0.0055178072605001583
leaf_weight=0.0010544189418764645 0.0010262368521514629 0.0012256366577997188 0.0010869640300955529 0.0010176744400812151 0.0016775777554419663 0.0011855199430497636 0.0014273104764578317 0.0018104043251427988 0.0018388958010372614 0.0012504885518932452 0.0018859784780411448
leaf_count=259 423 287 224 264 189 413 657 348 577 131 138
internal_value=0 0.000202745 -0.000192385 0.000148875 0.000485569 -0.000124347 0.000403952 0.00105035 0.00227434 0.000482378 0.00189758
internal_weight=0 0.0154609 0.0142352 0.0131483 0.0121306 0.010453 0.0093986 0.00821308 0.00678577 0.00497536 0.00372487
internal_count=3910 3487 3200 2976 2712 2523 2264 1851 1194 846 715
is_linear=0
shrinkage=0.0182132


Tree=2839
num_leaves=12
num_cat=0
split_feature=1 42 0 42 12 4 48 16 51 13 13
split_gain=4.74607e-05 8.23942e-05 0.000122363 8.42052e-05 8.14395e-05 0.000130261 0.00010214 0.000169047 0.000161219 5.67029e-05 3.16264e-06
threshold=0.085835000000000009 0.092145000000000019 -0.060094999999999989 0.083725000000000008 -1.0000000180025095e-35 -0.034289999999999994 0.11028500000000001 -0.09601999999999998 -0.0084849999999999978 -1.0000000180025095e-35 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -2 -6 7 -7 -9 -1 -4
right_child=4 -3 10 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.0063543683041596861 0.003592064034146589 -0.005090210912367556 0.0022311997638913908 0.0012960170792751307 -0.0039101415549766781 0.0057866209707779 -0.0035622954924629611 0.003865601924050101 -0.0033363948980143126 -0.0014413527440156251 0.0034904460572024202
leaf_weight=0.0011281529509238031 0.0019410938504713267 0.0010659599411116747 0.0010050357278581501 0.0012563877842630281 0.001705039700973663 0.0018494677562592233 0.0010052514826170977 0.0013710276111709857 0.001816993561252536 0.0012393813695011943 0.0010006302488383126
leaf_count=571 443 402 33 690 603 229 77 173 185 375 129
internal_value=0 -0.00104811 -0.000282739 -0.00202178 0.00068784 -3.97716e-05 0.0010523 0.00197317 -0.000239133 -0.00378245 0.00285944
internal_weight=0 0.00669555 0.00562959 0.00362392 0.00968887 0.00774778 0.00604274 0.00503749 0.00318802 0.00236753 0.00200567
internal_count=3910 2200 1798 1636 1710 1267 664 587 358 946 162
is_linear=0
shrinkage=0.0158556


Tree=2840
num_leaves=15
num_cat=0
split_feature=4 13 453 4 0 4 1 0 13 12 160 15 16 12
split_gain=0.000139717 0.000188839 0.00011977 0.000160712 0.000266886 0.000219424 0.000200234 0.000226066 0.000146692 0.000145526 0.000162203 0.000167082 0.000143588 0.000120947
threshold=-0.51381999999999983 -0.45122499999999993 1.0000000180025095e-35 0.0057500000000000008 -0.17106499999999999 -0.0017649999999999999 0.11235500000000002 -0.10209999999999998 -0.012839999999999999 0.093225000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.09601999999999998 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 9 7 -6 -9 10 -3 -12 -8 -13
right_child=1 2 -4 4 6 -7 12 8 -10 -11 11 13 -14 -15
leaf_value=-0.00064528559831919356 0.00064876247005647757 -0.00039209342052094417 -0.00060026051922388679 0.00075952125444896806 -0.00075430882006789627 -0.00091319831749147348 0.0008782606748194029 -0.00039758686661776931 0.00050535288779124279 -0.00057299815904235558 0.00064348317002801319 -0.00050699601129369559 4.9854725969396571e-05 0.00028464309628549456
leaf_weight=0.0010507655856883949 0.0013968670305007915 0.001772071922918444 0.0010874792368618094 0.0019357631552066401 0.0016239557723692899 0.0010789270621439431 0.0010913253222039994 0.0010081291959887627 0.0012982627407209493 0.001402689131017416 0.0018853255395700217 0.0010731371023917358 0.001669394256107507 0.0014064432253717285
leaf_count=80 109 575 98 131 190 222 188 211 133 648 405 299 158 463
internal_value=0 1.93268e-05 -2.86328e-05 7.41352e-06 0.000178773 -0.00016411 1.07596e-05 -0.000246722 0.000110676 -5.69153e-05 6.10424e-05 0.000245007 0.000377327 -5.79702e-05
internal_weight=0 0.0197298 0.0183329 0.0172454 0.00862683 0.00861859 0.00669107 0.00393035 0.00230639 0.00753967 0.00613698 0.00436491 0.00276072 0.00247958
internal_count=3910 3830 3721 3623 1011 2612 880 534 344 2390 1742 1167 346 762
is_linear=0
shrinkage=0.00177594


Tree=2841
num_leaves=12
num_cat=0
split_feature=4 0 15 2 49 48 13 43 0 13 0
split_gain=4.06546e-05 8.9399e-05 5.98685e-05 7.99977e-05 0.000129853 0.000118938 0.00011176 8.19888e-05 0.00011111 0.000108088 6.63176e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 0.10043500000000001 0.097940000000000013 0.090775000000000008 0.087945000000000009 -0.073799999999999991 -0.0037249999999999996 -0.077944999999999987 -0.014114999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 7 -5 8 -2 -9 -11
right_child=1 -3 -4 4 -6 -7 -8 9 -10 10 -12
leaf_value=-0.0029750254109861388 -0.0048634731199928916 0.0039381335072253562 -0.003911229304623085 0.0073684633913083178 -0.0025680616502746752 -0.0052901165340374871 0.0010367858695677816 -0.0027812038965442129 0.0010796939669385467 0.00075423022115297033 0.0057194977644417751
leaf_weight=0.0011346094238202176 0.0016312508724880726 0.001506470054977351 0.0010563778910222124 0.0012704551978778202 0.0011987766311789463 0.0013086012124384032 0.0017113334753494644 0.001066164392199552 0.001660128785272148 0.001391174883312557 0.0014235076014323749
leaf_count=176 1155 239 357 248 308 254 254 388 285 88 158
internal_value=0 0.00019837 -0.000212327 9.62836e-05 0.00192726 -0.000806286 0.00373453 1.18067e-05 -0.00186582 0.00160424 0.00326538
internal_weight=0 0.0152242 0.0137178 0.0126614 0.00418057 0.00848083 0.00298179 0.00717223 0.00329138 0.00388085 0.00281468
internal_count=3910 3734 3495 3138 810 2328 502 2074 1440 634 246
is_linear=0
shrinkage=0.0161728


Tree=2842
num_leaves=13
num_cat=0
split_feature=1 4 12 4 12 16 151 15 2 1 2 12
split_gain=3.88771e-05 6.7946e-05 7.81534e-05 6.4882e-05 6.21384e-05 0.00010862 0.000113385 0.000112414 8.74548e-05 6.69155e-05 5.68089e-05 3.34268e-05
threshold=0.085990000000000011 -0.082054999999999975 0.085185000000000025 -0.49837999999999999 -1.0000000180025095e-35 -0.055679999999999993 -0.0088999999999999982 -0.0089749999999999986 0.090420000000000014 0.092550000000000007 0.088210000000000025 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -6 -7 9 -8 -5 -4
right_child=4 2 11 10 5 7 8 -9 -10 -11 -12 -13
leaf_value=-0.0031920529747391947 0.0039546372121212836 -0.0070805142780302277 0.0016864559290748534 -0.00049744068247958352 -0.0035550432787988108 -0.0063497780968502495 0.0048783243656761325 0.0019432421571667603 0.0072030127688111562 -0.0018699121342543948 0.0059007142066786053 -0.0031245079300789239
leaf_weight=0.0010210354682208336 0.0019175840028844236 0.0012291703485107601 0.0010428555882830808 0.0010345341306334742 0.0012039966843657678 0.0016723390117548836 0.0010014915569252518 0.0010244419612744507 0.0014451911786064787 0.0013289534987957208 0.0011268474925532554 0.0012155920839697211
leaf_count=75 443 450 464 425 151 257 190 336 146 178 130 665
internal_value=0 -0.00117948 -0.0030802 0.000903523 0.000780191 -1.27922e-05 0.00171299 -0.00319946 0.00339289 0.00103009 0.00283827 -0.000903008
internal_weight=0 0.00667004 0.00348762 0.00318242 0.009594 0.00767641 0.00497963 0.00269678 0.00377564 0.00233045 0.00216138 0.00225845
internal_count=3910 2209 1579 630 1701 1258 665 593 514 368 555 1129
is_linear=0
shrinkage=0.0197145


Tree=2843
num_leaves=12
num_cat=0
split_feature=49 151 150 42 43 52 13 16 3 51 1
split_gain=3.92014e-05 8.25643e-05 0.000110528 6.26561e-05 9.14981e-05 0.000119467 7.91407e-05 0.00010013 0.000184123 9.06494e-05 7.69471e-05
threshold=-0.14917999999999998 0.056555000000000001 0.090145000000000017 0.091955000000000023 0.15364000000000003 0.10898500000000001 -0.094679999999999986 -0.057604999999999996 -0.084014999999999992 -0.07742499999999998 0.091845000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 -9 -11
right_child=1 -3 -4 -5 -6 -7 7 9 -10 10 -12
leaf_value=0.0039221682049130025 0.0048073814130732756 -0.0057429690240263622 0.0064611023438076358 -0.0040199010878076476 0.0063213475522715069 -0.0060388650398470346 0.002689437512404658 -0.0024147227684181974 -0.0087228660130614106 0.00042487351110535458 0.008454247146100196
leaf_weight=0.0011110890759257709 0.0016822217105235326 0.0012199089192751278 0.0012055483154114676 0.0019545451300961745 0.0010496494393103803 0.001523455899722464 0.0012013907275905955 0.001454365314737192 0.0015136581168061691 0.0011007162303742872 0.0011628328013079843
leaf_count=129 199 146 243 751 207 393 466 328 425 442 181
internal_value=0 -0.000314381 0.000163825 -0.000436647 0.000218615 -0.000445974 0.000603974 -0.000495218 -0.003673 0.00182539 0.00454973
internal_weight=0 0.0150683 0.0138484 0.0126428 0.0106883 0.00963864 0.00811518 0.00643296 0.00271505 0.00371791 0.00226355
internal_count=3910 3781 3635 3392 2641 2434 2041 1842 891 951 623
is_linear=0
shrinkage=0.0217664


Tree=2844
num_leaves=16
num_cat=0
split_feature=403 403 403 160 474 483 52 151 4 15 42 2 2 4 2
split_gain=0.000122221 0.000135759 0.000115981 0.000146179 0.000239155 0.000383192 0.000155162 0.00014161 0.000111719 0.000129991 0.00011117 0.000155621 0.000161604 0.000279015 0.000113949
threshold=0.10150000000000002 -1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 0.14114500000000005 -0.085039999999999991 0.26790000000000008 -0.10312999999999999 -1.0000000180025095e-35 0.095195000000000016 0.086545000000000025 0.05309500000000001 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 9 -9 -11 12 13 -12 -13
right_child=-2 2 -4 6 -6 -7 -8 8 -10 10 11 14 -14 -15 -16
leaf_value=-0.00062672819508956159 -0.00066291421389777104 -0.0013600393280209391 0.00055740128180828906 -0.00063062603405039468 0.00039923296860982046 0.00014720544968278788 0.0008297739886443527 -0.00055980773135730073 0.00064075906783120839 -0.0004755063773125446 -0.00042886326944268515 -0.00049453022291328784 0.0008902705732394111 0.00086120436547904619 0.00021927979784379533
leaf_weight=0.0011389678132174451 0.0010276400707340391 0.0013459383837234511 0.0015669676601193913 0.0010478689014232342 0.0011422211498529275 0.0011609703744219855 0.0010079728594425416 0.0011795487642568001 0.0012888129995487002 0.0010194275292737939 0.0014275409202522986 0.001540417711830333 0.0017579794225585088 0.0010945399459050265 0.0017829961631971019
leaf_count=930 265 429 205 187 247 271 88 88 258 192 221 173 137 41 178
internal_value=0 1.72798e-05 5.7224e-05 1.05611e-05 -0.000329836 -0.000662022 0.000105042 4.48642e-05 0.000108682 3.87257e-05 0.000120601 0.000200523 0.000442863 0.000131004 -0.000111574
internal_weight=0 0.0195022 0.0183632 0.0167962 0.00364913 0.00250691 0.0131471 0.0121391 0.0110913 0.00980245 0.0086229 0.00760347 0.00428006 0.00252208 0.00332341
internal_count=3910 3645 2715 2510 947 700 1563 1475 1288 1030 942 750 399 262 351
is_linear=0
shrinkage=0.00192234


Tree=2845
num_leaves=17
num_cat=0
split_feature=403 484 1374 51 16 42 47 4 1 15 42 1 16 3 42 0
split_gain=0.000132332 0.000126907 0.000127349 0.000137492 0.000191333 0.00014054 9.38545e-05 0.000155682 0.000138612 0.000132088 0.000118205 0.000103857 9.71936e-05 8.79475e-05 7.20919e-05 5.10188e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 -0.094679999999999986 0.077145000000000005 -0.066724999999999993 -0.088669999999999985 0.077065000000000008 -0.034289999999999994 0.089825000000000002 -0.10312999999999999 0.083725000000000008 0.079945000000000016 -0.30307999999999996 -0.100615 -0.11145999999999999 -0.15713499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 15 14 7 11 10 -8 -9 13 -10 -7 -4 -5
right_child=1 -3 3 4 -6 6 9 8 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00060991885734527419 -0.00054646282526503573 -0.00058614663650282512 7.386482541900872e-05 0.00042782123459379198 -0.00022375568647136398 0.00037892463159416227 -0.00072565420438586213 -0.00045287692717379543 0.00022320206643914177 3.1992236730997728e-05 0.00034475745568200071 -0.00062041322929446861 0.0010191115517777475 -0.00026880810490279716 0.00071657201270458127 0.00097507279933457727
leaf_weight=0.0011440803931463293 0.0010735196960087725 0.0010579424832292883 0.0010420810621929516 0.0010286897366925118 0.0010096168455276102 0.0011229350339619359 0.0014700734134012253 0.0011195308075107775 0.0010035621263049586 0.001552470649349603 0.0013386416987284048 0.0013881233712953883 0.001010316838915852 0.0017752706868477105 0.0012714063636984126 0.0012243096161177816
leaf_count=930 60 264 144 57 161 47 161 157 207 174 384 332 204 284 116 228
internal_value=0 2.39819e-05 5.90042e-05 9.64519e-05 0.000431549 1.88826e-05 -6.1276e-05 3.3706e-05 0.000270149 -0.000336504 -1.85109e-05 -0.000212982 0.000622492 -1.78384e-05 0.000427073 0.000725205
internal_weight=0 0.0194885 0.0184305 0.017357 0.00326262 0.0140944 0.0117809 0.00875838 0.00447205 0.00302254 0.00245817 0.00428633 0.00201388 0.00289821 0.00231349 0.002253
internal_count=3910 2980 2716 2656 446 2210 1950 1615 952 335 541 663 411 331 260 285
is_linear=0
shrinkage=0.00181146


Tree=2846
num_leaves=18
num_cat=0
split_feature=403 52 1374 1 150 484 3 12 1 13 2 2 4 43 133 12 15
split_gain=0.000110817 0.000116455 0.000151634 0.000135295 0.000150804 0.000138756 0.000156227 0.000130893 0.000223695 0.00016703 0.000160307 0.000122397 0.00010769 9.40571e-05 9.71262e-05 5.47662e-05 6.71829e-07
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 0.13860500000000003 0.09833500000000002 -0.0043499999999999988 0.092005000000000017 0.092365000000000017 0.095575000000000007 -0.0038299999999999996 1.0000000180025095e-35 0.113945 -0.030814999999999995 -0.089949999999999988 -1.0000000180025095e-35 0.085325000000000012 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 10 -9 -7 12 -8 -12 -15 16 -16
right_child=1 2 3 -5 -6 6 11 9 -10 -11 13 -13 -14 14 15 -17 -18
leaf_value=-0.00057526719849840041 -0.00057903613796375273 -0.00063503333279572014 -0.00062943931365495105 0.00073139842867121351 0.00071204332414794296 -0.00046867319221953788 -0.00043145130484112691 -0.00076352226301574144 0.00094747330812497259 0.00019741056938511064 -0.00018923715590482204 -0.00069525565836872129 0.00038576750437783889 -7.569922705214081e-05 0.00072192683204021289 0.00022691496710145249 0.00078959858302311402
leaf_weight=0.0011511347158390172 0.0010655033123690904 0.0010424614584911831 0.0011047066690743615 0.0010561121044008462 0.0010919150483459554 0.0012078656698949709 0.0010522797142842322 0.001047328367475002 0.0014233481921825117 0.0015048744402731554 0.0011435309047818686 0.0014479414556684556 0.0011544597639659435 0.0010404699573838263 0.0010024668453836589 0.0010034614792725285 0.0010009098835410441
leaf_count=930 372 67 476 174 211 186 55 255 260 184 133 93 60 214 66 111 63
internal_value=0 1.47889e-05 4.93183e-05 9.05997e-05 4.88904e-05 1.04297e-06 5.06902e-05 0.000166419 0.00028497 -0.00019692 0.000137601 -0.00027782 -3.9218e-06 0.000278676 0.000410881 0.000579255 0.000755736
internal_weight=0 0.0193896 0.0183241 0.0172817 0.0162256 0.0151336 0.0140289 0.0103743 0.00782205 0.0025522 0.0063987 0.00365468 0.00220674 0.00519084 0.00404731 0.00300684 0.00200338
internal_count=3910 2980 2608 2541 2367 2156 1680 1472 1033 439 773 208 115 587 454 240 129
is_linear=0
shrinkage=0.00184769


Tree=2847
num_leaves=12
num_cat=0
split_feature=158 159 160 133 2 16 160 3 43 2 16
split_gain=3.79086e-05 6.40344e-05 6.67421e-05 9.85001e-05 6.88075e-05 7.83553e-05 0.000103198 9.84513e-05 0.000123006 0.000100095 7.96508e-05
threshold=0.084965000000000027 0.073745000000000019 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.15168999999999996 0.088485000000000008 0.088060000000000013 -0.093039999999999984 0.079395000000000007 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 7 8 -7 -10 -5
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0034411096314037903 -0.0034971136160285975 0.0037291747435632878 -0.0036437708917180433 0.001217914481989144 -0.0021303763142432918 -0.0037955538265130391 0.0054976788286402048 -0.0053344739980174562 -0.00024469092211241186 0.0075493170766881895 0.0082861465224093739
leaf_weight=0.0018941637389453666 0.0010174054880251046 0.0015948590422291435 0.0018315289076053448 0.0010908894078538749 0.0019058764551962331 0.0012242787714987634 0.0012123083039166996 0.0011387808781271741 0.0011817340519346049 0.0010961659640902066 0.0011101747865853676
leaf_count=783 423 391 766 152 312 220 142 71 256 352 42
internal_value=0 0.000206316 -0.000204213 0.000315746 0.00104384 0.00179495 0.00067132 -0.000589419 0.0009535 0.00350592 0.004783
internal_weight=0 0.0152808 0.0136859 0.0117917 0.00996021 0.00805433 0.00585327 0.00464096 0.00350218 0.0022779 0.00220106
internal_count=3910 3487 3096 2313 1547 1235 1041 899 828 608 194
is_linear=0
shrinkage=0.0185774


Tree=2848
num_leaves=14
num_cat=0
split_feature=4 15 151 47 15 457 49 3 13 403 0 2 1
split_gain=4.13546e-05 6.47606e-05 7.0484e-05 5.03241e-05 6.74682e-05 0.000108103 8.38939e-05 9.78726e-05 8.18176e-05 0.000142817 0.000131093 6.78837e-05 3.545e-05
threshold=0.27608500000000008 -0.11739999999999999 -0.088294999999999985 0.09550500000000002 -0.095799999999999982 0.088175000000000017 -0.0057999999999999987 -0.016619999999999996 0.049070000000000009 0.03138500000000001 -0.083564999999999987 0.097940000000000013 0.11257500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 10 -8 -12 -2
right_child=12 2 3 -5 5 -7 8 -9 -10 -11 11 -13 -14
leaf_value=-0.0053332075623432245 2.2725777989873306e-06 0.0050226769309978346 -0.0059357569990100825 0.002726401800437725 -7.032570501827289e-05 0.0056826671612420039 0.0034043472088119984 -0.0086979078038540176 -0.004826596983628439 0.0064873128074422592 -0.008029304622028513 -0.00080508793916956515 0.0053027250661581826
leaf_weight=0.0010034658441646612 0.0010203738770448653 0.0010277673237802784 0.0010066067366925812 0.0017185709267268914 0.001000411510505346 0.0010320116687895778 0.0015509479527225367 0.001134788447035664 0.0011722125482869009 0.0014170917964615171 0.0010187136205707477 0.0010873819221761012 0.0010205292131571569
leaf_count=275 122 199 127 197 263 87 641 144 324 251 683 278 319
internal_value=0 -0.000408948 -3.36529e-05 -0.000461764 -0.00098758 -0.000458464 -0.00121462 -0.0046556 -3.83767e-05 0.00106778 -0.00103226 -0.00429943 0.0026527
internal_weight=0 0.01417 0.0131665 0.0121387 0.0104202 0.00941356 0.00838155 0.0021352 0.00624635 0.00507414 0.00365704 0.0021061 0.0020409
internal_count=3910 3469 3194 2995 2798 2671 2584 407 2177 1853 1602 961 441
is_linear=0
shrinkage=0.0201088


Tree=2849
num_leaves=12
num_cat=0
split_feature=1 0 151 49 15 16 151 42 16 13 15
split_gain=3.59702e-05 0.000100113 7.49042e-05 0.000128403 7.32282e-05 8.25749e-05 7.0019e-05 8.72584e-05 7.79447e-05 9.96576e-05 7.86062e-05
threshold=0.076710000000000014 -0.087614999999999985 0.056555000000000001 -0.047309999999999998 0.085120000000000015 0.18936500000000003 -0.03268999999999999 0.08955500000000001 -0.078844999999999985 -0.009474999999999999 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 -5 8 9 -8 -10
right_child=2 4 -4 6 -6 -7 7 -9 10 -11 -12
leaf_value=-0.0048808051758690131 0.0054432588850800356 -0.0042874471022328851 -0.003780262158591779 -0.0037194091972639226 0.0040242393347781069 0.0019219377004062999 0.00070779980564296939 -0.0037100170427657405 -0.002564802582763333 0.0084257787344915198 0.0031085949216805788
leaf_weight=0.0016429707424700877 0.0017726114461112732 0.0013974106211161559 0.0011153390599179655 0.001269988164789175 0.0012092310446159375 0.0013353716340440795 0.0010981030109973853 0.0010967870461134335 0.001699726412571251 0.0010373274961406162 0.0014368868739073936
leaf_count=630 283 513 131 184 641 224 213 440 192 124 335
internal_value=0 -0.00117773 0.000595109 0.00111363 0.000365654 -0.00125324 0.000108925 0.000872321 0.00182562 0.00445696 3.41886e-05
internal_weight=0 0.00558498 0.0105268 0.00941143 0.00394201 0.00273278 0.00763882 0.00636883 0.00527204 0.00213543 0.00313661
internal_count=3910 2008 1902 1771 1378 737 1488 1304 864 337 527
is_linear=0
shrinkage=0.017856


Tree=2850
num_leaves=17
num_cat=0
split_feature=1374 150 160 403 484 484 1 13 16 47 52 0 3 43 4 3
split_gain=0.000132542 0.000168372 0.000174783 0.000162793 0.000153617 0.000158673 0.000117222 0.000166628 0.00025274 0.00017617 0.00023692 0.000150273 0.000268083 0.000102583 8.33878e-05 0.000128332
threshold=-0.094679999999999986 0.084800000000000014 0.069910000000000014 -1.0000000180025095e-35 -0.0043499999999999988 0.09129000000000001 0.12811000000000003 0.17936000000000002 0.31524000000000002 0.09252500000000001 0.10218500000000001 -0.079019999999999993 -0.084129999999999996 -0.013049999999999997 0.05309500000000001 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 9 10 11 12 -6 -13 15 -14
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12 13 14 -15 -16 -17
leaf_value=-0.00060245195084125658 -0.00072187732409500745 -2.0506694963122338e-05 0.00090235172060663461 -0.00062712730116642546 -0.00054097898728676646 -0.00061871193468954362 0.00052451734092057959 -0.00057852209313774008 -0.00070980499454586187 -0.00031052561760407468 -0.00039767050227323644 0.0012087089321337298 -4.6649996112790522e-06 0.00042276841911847947 0.00087086445994328978 0.00080380705959538258
leaf_weight=0.001113163969571839 0.0010266323519524277 0.0012707801485537717 0.0013192121218367422 0.0011206310187297291 0.0010264979941065231 0.0010295829890830327 0.001816846476858606 0.001231218681175439 0.0010704627605132864 0.0017664710578157447 0.0012695499986845674 0.0010973407927277259 0.0016198799667386903 0.0010021228553651765 0.0011922599411016976 0.001002473317669228
leaf_count=68 906 307 89 517 191 224 217 98 248 149 270 116 257 124 88 41
internal_value=0 2.72961e-05 0.000449551 -3.60225e-05 7.32042e-06 5.43284e-05 0.000103491 4.11905e-05 0.000110259 0.00019825 0.000307716 0.000436744 0.000264654 0.000833561 0.000481447 0.000304398
internal_weight=0 0.019862 0.00258999 0.017272 0.0162453 0.0151247 0.0140951 0.0122783 0.0110471 0.0099766 0.00821012 0.00694057 0.00484111 0.00209946 0.00381461 0.00262235
internal_count=3910 3842 396 3446 2540 2023 1799 1582 1484 1236 1087 817 577 240 386 298
is_linear=0
shrinkage=0.00177594


Tree=2851
num_leaves=18
num_cat=0
split_feature=0 1 2 147 52 52 52 2 0 52 3 4 0 52 12 43 3
split_gain=0.000224122 0.000151997 0.000253171 0.000151204 0.000176936 0.000271661 0.000157599 0.000208094 0.000202638 0.000202948 0.000117249 0.000104695 0.000186791 0.000145672 9.76563e-05 8.9698e-05 8.19878e-05
threshold=0.18055000000000002 0.085990000000000011 0.10393500000000001 1.0000000180025095e-35 -0.37613999999999997 -0.108275 0.18936500000000003 0.082715000000000025 -0.15007499999999999 -0.07125999999999999 0.10666500000000002 -0.0031049999999999997 -0.084074999999999997 0.083750000000000005 0.098180000000000003 -0.077544999999999989 -0.00088499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 -6 7 14 9 -9 -11 12 -1 -14 16 -13 -7
right_child=-2 3 -4 -5 5 6 -8 8 -10 10 -12 15 13 -15 -16 -17 -18
leaf_value=-0.00089183440384190316 0.00075854815887872111 -0.00067488946495986176 -0.00094626881562703564 0.0006351271570263961 0.00093358079462587513 -0.00077564968022078194 -0.00066902673225719236 -0.00058513457918781204 0.00082778424897754466 0.00066295611086093992 -0.00011479557366175489 0.00056723799253370893 -0.00054907475964338203 0.00024459077825822966 0.00017440151353920113 -0.00010828288723082352 -0.00011296144530250082
leaf_weight=0.0010828630160581855 0.0010938168715272601 0.0010556427259933035 0.0012891064891710864 0.0012803925754727016 0.0010046499185206266 0.0012587700195501421 0.001009565540478651 0.0010441548509856347 0.0014704065214945516 0.001389175358364188 0.0010183536759594825 0.0010524806966930381 0.0011117266740459006 0.0018978940917905723 0.0010008740582663767 0.0013735552305959376 0.0010283069719911313
leaf_count=729 44 183 340 160 129 414 174 26 284 75 54 152 310 398 101 252 85
internal_value=0 -5.04691e-05 -0.00024124 6.81166e-05 3.75462e-06 7.38238e-05 -1.98629e-05 5.9963e-05 0.000286518 5.59404e-05 0.000333977 -0.000101814 -0.000271705 -4.85821e-05 -0.000279192 0.000184777 -0.000477694
internal_weight=0 0.0203679 0.00780763 0.0125603 0.0112799 0.0102243 0.00921961 0.00821004 0.00492209 0.00345168 0.00240753 0.00651852 0.00409248 0.00300962 0.00328795 0.00242604 0.00228708
internal_count=3910 3866 2181 1685 1525 1342 1213 1039 439 155 129 1841 1437 708 600 404 499
is_linear=0
shrinkage=0.00174112


Tree=2852
num_leaves=16
num_cat=0
split_feature=403 403 1374 484 11 48 151 150 51 16 16 0 3 2 0
split_gain=0.000130784 0.00012723 0.000129662 0.000127115 0.00013478 0.000142384 0.000176358 0.000152698 0.000149708 0.000141735 0.0001844 0.000176346 0.000149201 0.000202682 6.74874e-05
threshold=-1.0000000180025095e-35 0.10150000000000002 -0.094679999999999986 0.091130000000000017 0.08184000000000001 0.016865000000000002 -0.0008699999999999999 0.084800000000000014 0.081825000000000009 0.18126 0.41476000000000007 -0.077944999999999987 -0.086589999999999986 0.081110000000000015 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -7 11 -11 12 -8 -14 -15
right_child=1 -3 3 -5 -6 7 9 -9 -10 10 -12 -13 13 14 -16
leaf_value=-0.00060283607253710961 -0.00054990416829269601 -0.00059352567788675315 -0.00056858783187827922 -0.00052353314165789154 -0.00044152112583343271 -8.9833028106202064e-05 -0.00047898709092558488 0.00093861397994441493 0.00074906578222724862 -0.00065220179827865676 0.00031851796597303229 0.00074964250359700862 -0.00014480350688929404 0.00032548760850205051 0.00095732376715482897
leaf_weight=0.0011272133054206273 0.0010583541078028605 0.001011755537359201 0.0012253150412297178 0.0010014165795685015 0.0012108748607231627 0.0018282663191850493 0.0010782566854068221 0.0013662790232797668 0.0010599048728257843 0.0013751007011805413 0.0011198428513397723 0.0018341255934781649 0.0019887600109490811 0.0010598858785585317 0.0010729036551587838
leaf_count=930 68 265 315 248 204 268 162 129 131 141 139 319 244 99 248
internal_value=0 1.95138e-05 5.34455e-05 9.05258e-05 0.000128439 0.000174422 6.56239e-05 0.000449437 0.000218027 0.000147177 -0.000216499 0.000276173 0.000109167 0.000263036 0.000643334
internal_weight=0 0.019291 0.0182793 0.0172209 0.0162195 0.0150086 0.0107542 0.00425445 0.00288817 0.00952888 0.00249494 0.00703393 0.00519981 0.00412155 0.00213279
internal_count=3910 2980 2715 2647 2399 2195 1667 528 399 1352 280 1072 753 591 347
is_linear=0
shrinkage=0.00177594


Tree=2853
num_leaves=17
num_cat=0
split_feature=0 16 47 403 123 130 48 1 14 0 2 13 16 51 133 1
split_gain=0.000149862 0.000162819 0.000202182 0.000200979 0.000143778 0.000154827 0.000153729 0.000120262 0.000190307 0.000188797 0.000165955 0.000178135 0.000145288 0.000364105 0.000120824 0.000132268
threshold=0.18055000000000002 0.31524000000000002 0.10843500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076814999999999981 0.12738500000000003 0.10498500000000001 -0.24487499999999998 -0.13870499999999999 0.10393500000000001 -0.09547499999999999 -0.084184999999999996 0.080840000000000009 0.083815000000000014 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 10 -9 -10 11 -7 13 -13 15 -14
right_child=-2 2 -4 4 -6 6 -8 8 9 -11 -12 12 14 -15 -16 -17
leaf_value=-0.00077601212720914596 0.00065681747265809579 -0.0010048145877522431 8.4667543987718689e-05 0.0006678503975762587 0.00062986388178410302 0.00051357715851020115 -0.0007177594410039379 -0.00032712177306729121 0.0010525486213972756 8.4170632385101765e-05 -0.00077626043606391531 -0.0012320880870739408 0.00041060950432191657 6.8480946172340843e-05 0.00056821173765002548 -0.00038795450043687074
leaf_weight=0.0010147790302958313 0.0010349736133299639 0.0012280452770332745 0.0010258344672411379 0.0010802250091520799 0.0013122367948139894 0.0016852994666492326 0.0010294413539195238 0.0011700229996865312 0.0012735342200719812 0.0013727306113818167 0.0010553221005991558 0.0011737864823146964 0.0010318971388247992 0.001773706711465553 0.0011748227463189917 0.0019992042214378447
leaf_count=900 44 316 72 112 292 161 80 62 121 173 181 254 248 115 422 357
internal_value=0 -4.97536e-05 -0.000508946 7.27863e-06 5.36746e-05 5.88089e-06 -4.26325e-05 8.05948e-06 0.000281231 0.00055021 -9.73073e-05 -1.62419e-05 -0.000141064 -0.000449447 7.505e-05 -0.000116094
internal_weight=0 0.0204009 0.00225388 0.018147 0.0171322 0.01582 0.0147398 0.0137103 0.00381629 0.00264626 0.00989404 0.00883872 0.00715342 0.00294749 0.00420592 0.0030311
internal_count=3910 3866 388 3478 2578 2286 2174 2094 356 294 1738 1557 1396 369 1027 605
is_linear=0
shrinkage=0.00181146


Tree=2854
num_leaves=17
num_cat=0
split_feature=0 12 130 1 133 52 52 52 150 52 13 15 12 16 1 1
split_gain=0.000157131 0.000316399 0.000109185 0.000146958 0.000209453 0.000170768 0.000195291 0.000188141 0.000140718 0.00017861 0.000139486 0.00014208 0.000135509 0.000128929 0.000172197 0.000257024
threshold=0.18055000000000002 0.11655500000000001 -0.076814999999999981 0.085835000000000009 -0.0056849999999999991 -0.37613999999999997 -0.091329999999999981 -0.072349999999999984 0.084360000000000004 -0.0093349999999999978 -0.098524999999999988 0.083935000000000023 0.085945000000000008 -0.055679999999999993 0.10752500000000002 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8 9 -9 -6 12 -12 14 15 -11
right_child=-2 -3 3 5 10 6 7 8 -10 13 11 -13 -14 -15 -16 -17
leaf_value=0.0005594637324491821 0.00065299025139091817 -0.001001070151103913 -0.00096705127686811808 -0.00056772999011508063 0.00031982774535968479 0.00083951082156244255 -0.00055360745086996985 0.00073738079519940452 0.00066271678862243086 0.00047035421056556398 -0.00015700593256915411 0.00019556321527849867 -0.00093854567041214772 -0.00051017565316797367 0.00047248779831998223 -0.00066754342059487527
leaf_weight=0.001003630232912534 0.0010146328133679742 0.0010061455707403291 0.0010109611598892723 0.0010992880505075178 0.0016476142022745265 0.0011240198198432397 0.0012637338590504111 0.0010200150668978362 0.0014384348858110171 0.0010035823649393589 0.00150002279985468 0.0012827263705144816 0.0012191739651528748 0.0014140068816697188 0.0020062986789995733 0.0015029608308955722
leaf_count=155 44 182 655 185 89 156 124 112 185 182 381 397 465 200 253 145
internal_value=0 -4.8908e-05 1.29229e-07 -3.01611e-05 -0.000237161 8.59677e-05 0.000152671 7.26611e-05 0.000167045 6.44099e-05 -0.00010655 -0.000282092 -0.000507416 -5.14089e-05 9.23363e-05 -0.000211946
internal_weight=0 0.0205426 0.0195365 0.0185328 0.0066605 0.0118723 0.0107731 0.00964903 0.0083853 0.00694686 0.00564954 0.00400192 0.0027192 0.00592685 0.00451284 0.00250654
internal_count=3910 3866 3684 3529 1987 1542 1357 1201 1077 892 1332 1243 846 780 580 327
is_linear=0
shrinkage=0.00174112


Tree=2855
num_leaves=13
num_cat=0
split_feature=4 3 15 15 48 3 150 2 2 13 13 3
split_gain=3.87337e-05 6.75582e-05 5.18096e-05 7.12796e-05 8.54922e-05 0.000102409 0.000138703 6.86748e-05 6.39454e-05 9.82458e-05 9.10726e-05 5.37426e-05
threshold=0.27608500000000008 0.11265500000000002 -0.11739999999999999 -0.10071499999999999 0.095825000000000007 0.11476000000000001 0.086420000000000011 0.097575000000000009 0.083585000000000007 -0.016579999999999998 -0.0019849999999999994 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 8 10 -10 -5 -11
right_child=1 -3 3 4 -6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.00424110181979802 0.0055769286631198265 -0.00087836794381315145 0.0038186057585490015 0.0010974213840252048 0.0037791424240780714 0.00361856980249329 -0.0067320538587503087 -0.0039548119279503528 -0.0022948492278113855 0.0013605796026769105 -0.0052446736149378342 0.0070722991198217885
leaf_weight=0.0010166021707961681 0.0010052903382272405 0.0010640198053561256 0.0013574758592258549 0.0015747895232663296 0.0013248791102416771 0.0013231921346948958 0.0014660091880492792 0.0016773173957255116 0.0011810672588952846 0.001078932193818806 0.0013330142933691046 0.0010234755546396045
leaf_count=275 290 151 103 603 198 84 240 517 750 375 187 137
internal_value=0 0.00225768 -0.000355421 -5.93084e-05 -0.000498624 -0.0010304 -0.00168939 -0.000749888 0.000118378 0.00182609 -0.00180996 0.00414111
internal_weight=0 0.00206931 0.0143568 0.0133402 0.0119827 0.0106578 0.00933461 0.0078686 0.00619128 0.00328348 0.0029078 0.00210241
internal_count=3910 441 3469 3194 3091 2893 2809 2569 2052 1262 790 512
is_linear=0
shrinkage=0.017856


Tree=2856
num_leaves=16
num_cat=0
split_feature=403 52 39 48 2 4 0 0 3 3 15 0 12 4 15
split_gain=0.000150663 0.00012298 0.000116732 0.000145167 0.000137551 0.000280418 0.000268288 0.000143187 0.000161833 0.000152788 0.000168503 0.000138148 0.000128451 8.82976e-05 0.000130433
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.005105000000000001 0.12649500000000002 0.10910500000000002 0.053925000000000008 0.12500000000000003 -0.077944999999999987 -0.088024999999999978 -0.086589999999999986 0.083935000000000023 -0.10131499999999999 -0.092644999999999991 0.0057500000000000008 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 9 -9 -3 11 13 -4 -11 -15
right_child=1 2 12 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 -16
leaf_value=-0.00067742906820316372 -0.00059642992835413629 -0.00058246244625931526 -5.529153598745207e-05 -0.00067727942711037 0.0010117756467771404 -0.00012573707650738724 -0.00093053769244909378 0.00084808226633775567 -0.00012421459440340837 -0.00025380676450383283 0.0005992539451490029 -0.00071493646956557121 0.00081007611691500054 -0.00012273608291120465 0.00079777188905470568
leaf_weight=0.0011889085369320524 0.0011089327550341385 0.001709982110038164 0.0010846490058177612 0.0010768019785400975 0.0014142448778475267 0.0016891161688702278 0.0011205934479597635 0.0014311908573729215 0.0010571645586315995 0.0018972366893679161 0.0015250461508343471 0.0010749467233824288 0.0013900381377631625 0.001187759704468494 0.0010131103923464169
leaf_count=930 372 355 133 82 155 193 50 126 267 93 259 477 274 81 63
internal_value=0 1.33397e-05 4.95542e-05 -8.69252e-06 3.8921e-05 0.000392643 -5.24267e-05 3.78786e-05 0.000435007 -7.96508e-05 4.87138e-05 -0.000113589 0.000430788 4.41469e-05 0.000300995
internal_weight=0 0.0197808 0.0186719 0.0161972 0.0151204 0.00310336 0.012017 0.0108964 0.00248836 0.00840808 0.0066981 0.00517305 0.00247469 0.00409811 0.00220087
internal_count=3910 2980 2608 2201 2119 348 1771 1721 393 1328 973 714 407 237 144
is_linear=0
shrinkage=0.00188464


Tree=2857
num_leaves=13
num_cat=0
split_feature=39 3 48 50 4 3 3 150 52 2 3 15
split_gain=4.11767e-05 0.000105947 8.43379e-05 9.59026e-05 9.29528e-05 0.000115064 0.00010032 0.000147519 0.000142015 0.000121414 7.7942e-05 7.29398e-05
threshold=0.005105000000000001 0.15165000000000003 0.11119000000000002 0.088425000000000017 -0.23071499999999998 0.099570000000000006 -0.12008499999999998 0.086645000000000014 0.086950000000000013 0.091025000000000009 -0.005644999999999999 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 11 -2 -8
right_child=10 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0042483270315814654 0.0061563625203326618 0.0047717345959803403 -0.0056282244044383051 -0.0058535571524311828 0.005078312597131803 0.0066444122540055307 -0.0027830447846222905 -0.0068478360606638007 -0.005667225205844036 0.0074348857977644661 -0.0011179874490755157 0.0026977213402837015
leaf_weight=0.0015022637661059384 0.0010344547048681289 0.0012960480960610013 0.0012312895998461684 0.0010597707842959084 0.0012174016603613081 0.001080577289553907 0.0016029962320524499 0.0012041311124849144 0.0010996467271263861 0.0010907243689403726 0.0010821244076077655 0.0019115894314434018
leaf_count=203 271 175 135 597 227 77 272 188 663 379 188 535
internal_value=0 -0.000394606 -0.000909655 -0.000415995 0.000122093 0.000835189 6.27386e-05 -0.00082102 0.000451045 0.00191195 0.00243727 0.000197954
internal_weight=0 0.0142964 0.0130004 0.0117691 0.0107093 0.00920707 0.00812649 0.00690909 0.00570496 0.00460531 0.00211658 0.00351459
internal_count=3910 3451 3276 3141 2544 2341 2264 2037 1849 1186 459 807
is_linear=0
shrinkage=0.018949


Tree=2858
num_leaves=13
num_cat=0
split_feature=484 52 52 0 1 160 42 43 47 16 3 3
split_gain=3.98882e-05 4.67882e-05 7.91757e-05 0.000117624 0.000206213 5.92125e-05 8.07255e-05 8.57806e-05 6.4189e-05 0.00012067 8.8509e-05 2.98088e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.15007499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07526999999999999 0.09550500000000002 -0.088144999999999987 -0.077314999999999981 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 11 9 10 -9 -8
right_child=1 5 3 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.0030878030004587295 -0.0022504307472933161 -0.0034842900687941142 -0.00077563775385035792 -0.00058953784889711363 0.0095840750000947984 -0.0033633102201081808 0.0017141001541159647 0.0048424729879158884 0.0032717307721955983 -0.004917364554680584 -0.0019294789369858204 0.0057731623920506438
leaf_weight=0.0011200647121046804 0.00121285926147099 0.0015551698316722965 0.0016380607348147058 0.0010035583409553949 0.0012880434511103904 0.0015652615810869833 0.0010180739854126208 0.0010076183565395323 0.0010795888768924122 0.0015861987247888999 0.0011938218264929703 0.0010309144853171337
leaf_count=612 369 625 63 183 378 681 70 200 87 356 168 118
internal_value=0 0.000202566 0.00150764 0.00266754 0.00512876 -0.000466121 8.72931e-05 0.000868225 -0.000347607 -0.00137923 0.0011701 0.00375635
internal_weight=0 0.0151792 0.00514252 0.00392966 0.0022916 0.0100366 0.00848148 0.00691622 0.00486723 0.00378764 0.00220144 0.00204899
internal_count=3910 3298 993 624 561 2305 1680 999 811 724 368 188
is_linear=0
shrinkage=0.0168261


Tree=2859
num_leaves=13
num_cat=0
split_feature=11 48 0 1 151 1 2 2 4 52 12 0
split_gain=4.1362e-05 5.19784e-05 0.00014223 0.00015701 0.00011331 7.38771e-05 6.67777e-05 8.18979e-05 9.93026e-05 6.93579e-05 8.56963e-05 5.9026e-05
threshold=0.08184000000000001 0.016865000000000002 -0.19631499999999999 0.096035000000000023 -0.0008699999999999999 0.092010000000000022 0.11260500000000001 0.10393500000000001 0.15927500000000003 0.071660000000000015 1.0000000180025095e-35 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3 7 8 9 10 -6 -11
right_child=-2 2 3 -5 6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0062897521256394511 -0.0036253687335372361 0.0017421104099564254 0.00046625496914127817 0.0098402664550765739 0.00062836039708678577 -0.0052339918051929057 0.0038921960226577759 -0.0054222055962469002 0.0048862412119168126 -0.0011011238612801083 -0.0050558783864741884 0.0050247568386416761
leaf_weight=0.0010482207055833139 0.0010296635348548055 0.0010674133883452619 0.0013052595152841016 0.0011689050940748835 0.0017304838392491759 0.0010289260990428151 0.0014003681028605898 0.0010202724924016828 0.001282684861526045 0.0011437836306660148 0.0019432477783779319 0.0010332171936922423
leaf_count=390 224 53 363 254 152 59 361 134 169 664 884 203
internal_value=0 0.000222285 0.00187837 0.00489495 -0.00049163 -0.0016819 0.000144509 -0.000499143 0.000204988 -0.000821306 -0.00237836 0.00180625
internal_weight=0 0.0151728 0.0045705 0.00247416 0.0106023 0.00209634 0.00955406 0.00815369 0.00713342 0.00585073 0.00367373 0.002177
internal_count=3910 3686 729 617 2957 112 2567 2206 2072 1903 1036 867
is_linear=0
shrinkage=0.0185774


Tree=2860
num_leaves=17
num_cat=0
split_feature=0 1 2 147 15 52 16 0 16 49 49 12 3 15 0 4
split_gain=0.00014394 0.000123181 0.00020369 0.000131631 0.000133621 0.000139423 0.000122207 0.000147657 0.000160794 0.000170659 0.000116985 0.000134818 9.93351e-05 0.000177072 0.000166328 0.000103832
threshold=0.18055000000000002 0.085835000000000009 0.10393500000000001 1.0000000180025095e-35 -0.052074999999999989 -0.090304999999999983 -0.055679999999999993 -0.10209999999999998 -0.09601999999999998 0.0037600000000000003 -0.014479999999999998 0.051320000000000005 -0.084129999999999996 0.083935000000000023 -0.076734999999999984 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -3 7 8 9 -7 -6 -12 14 15 -1 -14
right_child=-2 3 -4 -5 10 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=-0.00077951187725650766 0.00062705901158746418 0.00073779171729398312 -0.00085956802351724231 0.00058846792150177426 -0.00077747005279525433 0.00067742148702901997 -0.00044521843709010764 0.00068427399353546169 -0.00046023961965478732 -0.00026742391119365084 0.00025499975608457836 -0.00053566939304884619 -0.00050060665090494736 0.00062981137056931545 0.0001168357987359066 0.00019995106896482723
leaf_weight=0.0013481572635402599 0.0010072897608668354 0.0010024959812242199 0.0012658363458542552 0.0012802886668494317 0.0010080364679131426 0.0013524207931890821 0.0012646812162906322 0.0012317911407411005 0.0014726317396210895 0.0010140272896552172 0.0015362871286001183 0.0011380485052987048 0.0013806309908617519 0.0012205218481806251 0.0011741682311062762 0.0011977693250861425
leaf_count=792 44 135 340 161 84 110 204 241 68 61 139 491 296 378 103 263
internal_value=0 -4.75794e-05 -0.000222055 6.00374e-05 -1.35261e-06 0.00013446 3.89932e-05 0.000159756 -8.53843e-06 0.000272554 -0.000271994 -8.14651e-05 -9.43926e-05 8.34554e-05 -0.000362253 -0.00017517
internal_weight=0 0.0198878 0.00758708 0.0123007 0.0110204 0.00733805 0.00633555 0.00507087 0.00383908 0.00236645 0.00368237 0.00267434 0.00632125 0.00379892 0.00252233 0.0025784
internal_count=3910 3866 2172 1694 1533 819 684 480 239 171 714 630 1832 937 895 559
is_linear=0
shrinkage=0.00174112


Tree=2861
num_leaves=18
num_cat=0
split_feature=0 1 2 2 156 151 49 11 4 0 16 15 52 43 16 151 52
split_gain=0.00018197 0.000167285 0.000216239 0.000173044 0.000138171 0.000138953 0.000209099 0.00012624 0.000178959 0.000121054 0.00016614 0.00011304 0.000102862 0.000202269 0.000118172 8.43755e-05 2.73267e-05
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 0.097360000000000016 0.090135000000000007 0.056555000000000001 -0.047309999999999998 0.079700000000000007 -1.0000000180025095e-35 -0.084074999999999997 -0.083144999999999983 0.035895000000000003 0.024145000000000003 -0.074254999999999988 -0.072359999999999994 -0.024429999999999997 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 15 8 11 -1 -11 16 13 -10 -15 -3 -8
right_child=-2 4 -4 -5 -6 -7 7 -9 12 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00065671132001539475 0.0007638159817073113 0.001071719955539644 -0.00098823718581745115 0.00054741625741140481 -0.00057456479658226137 -0.00044681592314834497 0.00053667247437982359 -0.00052357470848671717 0.00042089850617320834 0.00046028832243094804 -0.00055774630602122108 -7.1507398330038074e-06 0.00042840327332633503 -0.00091128789229025166 -0.00011783673370575876 0.00034884896410387531 0.00096489958004293249
leaf_weight=0.0018780499174280139 0.0010249288745723074 0.0011054141588284355 0.0012960494839506917 0.0010705506431387263 0.0011024808904608668 0.0013715789922334925 0.0010902913842655362 0.0011474051978937602 0.0011910625255721454 0.001229455258165757 0.0010605553207515754 0.0010689960728336653 0.0011004267814543056 0.0013289273672831567 0.0013379165671048689 0.0011919541779991686 0.0010286818760214438
leaf_count=887 44 161 339 160 255 116 138 152 107 108 486 369 164 135 104 82 103
internal_value=0 -4.98134e-05 -0.000298978 -0.000128453 6.59486e-05 0.000120425 0.000187547 6.16933e-05 0.000144128 -0.000302048 -1.11864e-05 0.000492495 -7.98551e-05 -0.00022483 -0.000513225 0.000696669 0.000744561
internal_weight=0 0.0205998 0.00653466 0.00523861 0.0140651 0.0129627 0.0115911 0.00929371 0.0081463 0.00416806 0.00229001 0.00318797 0.00495833 0.00385791 0.00266684 0.00229737 0.00211897
internal_count=3910 3866 1980 1641 1886 1631 1515 1272 1120 1481 594 610 510 346 239 243 241
is_linear=0
shrinkage=0.00188464


Tree=2862
num_leaves=13
num_cat=0
split_feature=15 15 151 16 1 0 1 12 0 15 13 1
split_gain=3.63276e-05 6.99434e-05 6.24783e-05 0.000100803 8.03562e-05 7.73921e-05 0.000124368 0.000108493 0.000179234 8.16402e-05 6.55831e-05 5.85004e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.076429999999999984 -0.38486499999999996 0.091035000000000019 -0.10071499999999999 0.094695000000000015 0.088325000000000015 -0.017269999999999997 0.088190000000000004 -0.082534999999999983 0.086720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 11 8 -7 10 -9 -5
right_child=1 2 3 5 -6 7 -8 9 -10 -11 -12 -13
leaf_value=0.003028996926094252 -0.0047666342277734837 -0.00061885160696536362 -0.0058628566527810346 0.0026715065254457378 0.00726753386172946 -0.0073108740825441635 0.0071608159408093211 0.0029603305170994949 0.0024204494124060267 0.0052524437683230717 -0.0036393664642217541 -0.0037942192300517265
leaf_weight=0.0013846477059956267 0.00125316653031272 0.0010077522818885639 0.0012010384855902908 0.0011437165928656545 0.0010008800458836246 0.0020015147194555258 0.0013791772441498207 0.0010004068562882887 0.0011630686280377197 0.0012849803862884507 0.0014100819614267881 0.0010369921303725327
leaf_count=317 297 271 164 126 216 859 104 83 156 634 637 46
internal_value=0 -0.00030951 0.000100297 -0.000454632 0.00331085 0.000168739 0.0025273 -0.00105519 -0.00373435 0.00123909 -0.000900344 -0.000403139
internal_weight=0 0.0148828 0.0136296 0.011621 0.00200863 0.0104199 0.00355989 0.00686005 0.00316458 0.00369547 0.00241049 0.00218071
internal_count=3910 3593 3296 2809 487 2645 276 2369 1015 1354 720 172
is_linear=0
shrinkage=0.0197145


Tree=2863
num_leaves=14
num_cat=0
split_feature=484 42 15 133 1 3 2 0 48 4 4 16 12
split_gain=4.11535e-05 4.53267e-05 6.79508e-05 0.000112377 9.41264e-05 0.000121312 0.000128156 0.000170699 9.46392e-05 6.87408e-05 6.22981e-05 4.64381e-05 2.94869e-05
threshold=-0.0043499999999999988 0.10269500000000001 1.0000000180025095e-35 0.083815000000000014 1.0000000180025095e-35 0.11265500000000002 0.086650000000000019 -0.066689999999999985 0.088120000000000018 -0.41745999999999994 0.05309500000000001 -0.088144999999999987 0.086435000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 9 6 7 10 -8 -2 -6 -4 -11
right_child=1 -3 3 -5 5 -7 8 -9 -10 12 -12 -13 -14
leaf_value=-0.0033446381577298978 0.0023942354450525827 -0.0032839783268093711 -0.0016580058826848574 0.0034273316599316632 -0.0046042577141572234 -0.0015026071476306668 0.010842953291855806 0.0073667916023442848 0.0034619333856270246 -0.0011480293465742219 0.0015445963676110237 -0.0065108871422424807 -0.0054759874859123267
leaf_weight=0.0011064376112637732 0.0010082556191147903 0.0010898390246235892 0.0016352313703456578 0.0010286744868208686 0.0010465518606203187 0.0019239879756371399 0.0010660557853658941 0.0010262426653590865 0.0011528201347483697 0.0010000723451534859 0.0010549207639472674 0.0010214037478670562 0.0010076320183746478
leaf_count=612 43 402 287 237 212 230 273 141 105 256 99 595 418
internal_value=0 0.000223306 0.000496883 -0.00158355 0.00124223 0.00234233 0.00372595 0.00139749 0.00700813 -0.0014098 -0.00151759 -0.00352381 -0.00332016
internal_weight=0 0.0150617 0.0139718 0.00368531 0.0102865 0.00727058 0.00534659 0.00312772 0.00221888 0.00301596 0.00210147 0.00265664 0.0020077
internal_count=3910 3298 2896 1119 1777 1060 830 452 378 717 311 882 674
is_linear=0
shrinkage=0.017856


Tree=2864
num_leaves=17
num_cat=0
split_feature=0 12 453 4 1 159 15 150 3 2 42 2 52 0 0 4
split_gain=0.000187696 0.000349721 0.000114557 0.000161024 0.000187902 0.000113307 0.000167091 0.000153031 0.000395196 0.000180588 0.000151648 0.000133501 0.000121454 0.000149052 0.000134917 0.000136853
threshold=0.18055000000000002 0.11655500000000001 1.0000000180025095e-35 0.24280000000000004 0.11235500000000002 0.090705000000000022 -0.10469999999999999 0.086420000000000011 0.094625000000000015 0.10796500000000002 0.092145000000000019 0.098195000000000018 0.084240000000000023 -0.080674999999999983 -0.10071499999999999 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 -9 10 11 12 14 -14 -8 -16
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13 13 -15 15 -17
leaf_value=-0.00069564195450792657 0.00077397110847768455 -0.0011327507683041647 -0.00059787845959321357 2.2126297922194138e-05 0.0009403704121951381 -0.00063873594918433571 0.00079614499773945316 -0.0012716972419590698 0.00029973898308467998 -0.00047049964506750222 -0.00033557598698941588 0.0009556100452724946 -0.00063925168954303332 0.0003841480429443195 0.00053582012841902563 -0.00032565988506433617
leaf_weight=0.0011368027345079095 0.001009480422535315 0.0010224942103720302 0.0010810127869596 0.0018498408135454785 0.0013835672825062428 0.0010730837219838753 0.001958293954303191 0.0010019465222426771 0.0013137679497550181 0.0014172557426616267 0.0013276638449621512 0.0011199593755423648 0.001021640772374148 0.0010005156968819068 0.0014375711047659879 0.0012031313736179695
leaf_count=230 44 182 99 185 297 302 96 196 44 271 406 174 492 139 346 407
internal_value=0 -5.86013e-05 -1.77067e-06 3.35485e-05 0.000415041 -4.86224e-05 -3.19147e-06 5.82985e-05 -0.000380179 0.000155131 0.000252904 0.000353833 0.000252043 -0.000132897 0.000421299 0.000143321
internal_weight=0 0.0203485 0.0193261 0.018245 0.00323341 0.0150116 0.0139385 0.0128017 0.00231571 0.010486 0.00906878 0.00774111 0.00662115 0.00202216 0.004599 0.0026407
internal_count=3910 3866 3684 3585 482 3103 2801 2571 240 2331 2060 1654 1480 631 849 753
is_linear=0
shrinkage=0.00188464


Tree=2865
num_leaves=12
num_cat=0
split_feature=158 156 11 0 3 52 3 52 15 49 16
split_gain=4.08562e-05 6.1083e-05 6.84097e-05 7.58148e-05 9.7562e-05 0.000133448 7.92055e-05 8.77861e-05 7.65592e-05 6.16878e-05 2.21309e-05
threshold=0.084965000000000027 0.090135000000000007 0.079700000000000007 -0.07773999999999999 -0.086589999999999986 1.0000000180025095e-35 -0.088024999999999978 -0.012244999999999997 -0.0058549999999999991 -0.045004999999999996 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -5 -8 9 -6 -11
right_child=-2 -3 -4 6 5 -7 7 -9 -10 10 -12
leaf_value=-0.0058660804921952699 -0.0044419762275658007 -0.0051065757370548828 -0.004944852413007717 0.0076221831136213739 0.00075371843865429269 0.0061794459799341932 0.0056537257793994097 -0.0020763788691211074 0.0030513926784540828 -0.0027730873726512601 -0.0073550433824750268
leaf_weight=0.0013059365328137295 0.0010075676920222936 0.0010121622417428372 0.001037575717658455 0.0015420408801472855 0.0015088190675868487 0.0018108524451169858 0.0013460798860558624 0.0017111348753389675 0.0016966017167780087 0.0010173710416709696 0.0011535464327799166
leaf_count=563 423 355 176 163 148 569 245 501 269 174 324
internal_value=0 0.000267446 0.000652399 0.00109598 -0.000172149 0.000862457 0.00343776 0.00132716 -0.000928405 -0.00276335 -0.00520777
internal_weight=0 0.0151421 0.01413 0.0130924 0.00849313 0.00718719 0.00459926 0.00305721 0.00537634 0.00367974 0.00217092
internal_count=3910 3487 3132 2956 2047 1484 909 746 915 646 498
is_linear=0
shrinkage=0.0226458


Tree=2866
num_leaves=12
num_cat=0
split_feature=133 376 1 42 52 47 52 0 48 16 1
split_gain=4.09968e-05 7.43255e-05 7.03674e-05 8.64345e-05 0.00010767 0.000125091 8.89883e-05 0.000102954 5.97872e-05 7.90277e-05 9.57522e-05
threshold=0.10681500000000001 0.048375000000000008 0.12864500000000004 -1.0000000180025095e-35 -0.11271999999999999 0.09252500000000001 0.11262000000000001 -0.072264999999999982 0.087945000000000009 -0.029944999999999996 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 10 -6
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0046098157251507942 -0.0033462854786503338 0.0047282416449005143 0.0035458502045911731 -0.004817769123635302 0.00031658540329715292 -0.0041809829031560237 -0.0025448932385693989 0.0061937335138702474 -0.0021107527005161863 -0.0013994786843846709 0.0068598392403756824
leaf_weight=0.0014187047081200945 0.001059595686423863 0.0010413899673995782 0.0014395977827713199 0.0012703244616444039 0.0012769317915307596 0.0014341709896871233 0.0014425518795863641 0.001560107207854911 0.0013445878743049665 0.0013058275734368604 0.001479466776935166
leaf_count=809 545 181 258 451 303 192 336 187 141 329 178
internal_value=0 0.000216572 -0.000119694 -0.000540747 -2.13276e-05 0.000597654 0.00141261 0.00223204 0.00108892 0.00214801 0.00382861
internal_weight=0 0.0150137 0.0139723 0.0125327 0.011114 0.00984364 0.00840947 0.00696692 0.00540681 0.00406223 0.0027564
internal_count=3910 3365 3184 2926 2117 1666 1474 1138 951 810 481
is_linear=0
shrinkage=0.0175059


Tree=2867
num_leaves=13
num_cat=0
split_feature=42 42 51 2 1 47 12 133 43 52 16 4
split_gain=3.74601e-05 7.20415e-05 5.48438e-05 7.35817e-05 0.000116379 0.000110531 9.97182e-05 7.04462e-05 0.000194484 7.83802e-05 0.000114556 4.62284e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.07742499999999998 0.086545000000000025 0.087545000000000026 0.086785000000000015 0.10058500000000002 0.086975000000000011 -0.019509999999999996 -0.074484999999999982 -0.19424999999999998 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -5 -10 -11 -12
right_child=1 2 3 6 5 -7 -8 -9 9 10 11 -13
leaf_value=-0.003623324732764189 0.0049879189893273779 -0.003174888211170292 -0.0075030186127586305 0.0087092224320871048 0.0041274878085702143 -0.0040602359847789152 -0.0042874134242115013 -0.0021009044751622843 -0.0037754321437668634 -0.0017646842800785507 0.0023367687587556611 0.0081884420432194339
leaf_weight=0.0010084914928335407 0.0010993113957662387 0.0019304314029019469 0.0010235987776629472 0.0016140688368591295 0.0012997800458734864 0.001170683024541902 0.0010418515081017888 0.0012420718091415931 0.0010346399390574932 0.0015023801730793189 0.0010010435153570674 0.0010164180756906823
leaf_count=229 251 578 549 261 533 140 273 436 131 188 214 127
internal_value=0 0.000225121 -0.00015218 0.000336257 -0.002023 0.000247556 0.00131152 0.00209867 0.00294428 0.000901233 0.00227592 0.0052849
internal_weight=0 0.0149763 0.013877 0.0119465 0.00349406 0.00247046 0.00845247 0.00741062 0.00616855 0.00455448 0.00351984 0.00201746
internal_count=3910 3681 3430 2852 1222 673 1630 1357 921 660 529 341
is_linear=0
shrinkage=0.0193279


Tree=2868
num_leaves=13
num_cat=0
split_feature=484 4 16 12 156 151 12 48 3 43 0 1
split_gain=4.16239e-05 4.45795e-05 6.22653e-05 5.20515e-05 6.29209e-05 8.10292e-05 0.000116912 8.98909e-05 9.58356e-05 8.8432e-05 8.83606e-05 4.69816e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.38486499999999996 0.10700500000000002 0.084090000000000012 -0.080994999999999998 0.097345000000000015 0.091555000000000011 0.088060000000000013 -0.0037249999999999996 -0.076734999999999984 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 10 -7 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.0038096345399752036 -0.004470228134548393 0.0031412644325252764 0.0064505386930932924 -0.0040258991779725459 -0.0036642965704472468 -0.0075349087442974534 0.0065718012510421675 0.0042123221435280611 -0.006544062659733685 0.0045374699107561247 0.00082080830901993466 -0.00097493614536777395
leaf_weight=0.0010891632404576258 0.0012262927783543475 0.0018975886021676677 0.0010765751559531937 0.0010288717079255686 0.0011816750611187447 0.0010033121842314681 0.0011413971222372747 0.0014057302516443 0.0011898851716357073 0.0015506447530074675 0.0010445449197319897 0.0010475600140711361
leaf_count=612 126 447 220 242 400 728 214 175 73 340 195 138
internal_value=0 0.000263573 -0.000159851 0.000293079 0.000710666 0.00125718 0.00059023 -0.000352555 -0.00145212 -0.000148038 -0.00327293 0.00231494
internal_weight=0 0.0147941 0.0128965 0.0116702 0.0106413 0.00945965 0.00838307 0.00724168 0.00583595 0.00464606 0.00204786 0.0025982
internal_count=3910 3298 2851 2725 2483 2083 1863 1649 1474 1401 923 478
is_linear=0
shrinkage=0.0201088


Tree=2869
num_leaves=17
num_cat=0
split_feature=1213 4 0 47 42 15 15 1 1 16 43 160 16 3 3 3
split_gain=0.000443031 0.000226579 0.00018523 0.000250592 0.00017529 0.000284792 0.00021197 0.000145854 0.000271921 0.000286059 0.000193137 0.000218283 0.000192451 0.000172887 0.000211873 9.25524e-05
threshold=-1.0000000180025095e-35 -0.51381999999999983 -0.017269999999999997 0.13177500000000003 0.098285000000000011 0.10043500000000001 0.088345000000000021 0.094385000000000011 0.11097000000000001 -0.075409999999999991 -0.084059999999999982 0.086110000000000006 -0.09601999999999998 0.084925000000000014 -0.015794999999999997 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 10 9 -9 -3 13 -10 14 -12 -4
right_child=1 2 15 -5 -6 -7 -8 8 12 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0012566275805728803 -0.00078002914711371813 -0.00089355467003542153 0.00023687412016586343 -0.00088955320620949052 0.00076870553457815448 -0.00094335384335447487 0.00088948622758652492 6.0786564418895807e-05 0.0003733951019283315 0.0013242832746396132 0.00035658633232877961 -0.00071175562791334155 -0.00058161810141228493 0.00078905040414057551 -0.00072722623932728594 0.00094806639917457947
leaf_weight=0.0010224203468994315 0.0011752799387011832 0.0011529554399772827 0.0015235338440302434 0.0010638195720966684 0.0012382404043691933 0.0010615437690323212 0.0011254486024091801 0.0013227532854423463 0.0014420295910254717 0.0013259165531617212 0.0016870128237986145 0.0012977344448304451 0.0016978586396883127 0.0012485817795679921 0.0011018996472388863 0.0012158187957153877
leaf_count=592 79 466 212 63 373 227 228 117 175 132 648 134 180 61 71 152
internal_value=0 3.96875e-05 8.90794e-05 1.33572e-05 7.453e-05 1.51017e-05 9.10178e-05 1.78196e-05 0.000239651 0.000693289 -0.000180092 -2.59109e-05 -0.000143017 0.000194534 -7.16281e-05 0.000552526
internal_weight=0 0.0206804 0.0195051 0.0167658 0.015702 0.0144637 0.0134022 0.0122767 0.00578856 0.00264867 0.00648818 0.00533523 0.00313989 0.00403749 0.00278891 0.00273935
internal_count=3910 3318 3239 2875 2812 2439 2212 1984 604 249 1380 914 355 780 719 364
is_linear=0
shrinkage=0.00192234


Tree=2870
num_leaves=11
num_cat=0
split_feature=151 15 0 12 16 43 43 3 2 4
split_gain=3.65526e-05 8.44662e-05 5.42724e-05 9.73359e-05 8.85928e-05 7.99129e-05 5.64408e-05 0.000100539 8.65061e-05 0.000118811
threshold=0.079335000000000017 0.091915000000000011 -0.077944999999999987 0.090965000000000018 0.061570000000000007 -0.074254999999999988 -0.0037249999999999996 -0.016619999999999996 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1 -8 9 -9
right_child=-2 -3 4 -5 5 -7 7 8 -10 -11
leaf_value=-0.0033506106356905206 0.0036016199610120637 -0.0054780937458982562 0.0053604853320026475 -0.0067030423034346665 0.0027285802949592762 -0.0035837174898895948 0.0056415972667010665 -0.0028792437419416107 -0.0045441605759357611 0.005021225375420448
leaf_weight=0.0016265648067332935 0.0010531009844893446 0.0011629336910930913 0.0018251063601844595 0.0010007237220443447 0.0017654242238717181 0.0015000868230626155 0.0013763699710883735 0.0014349651028560135 0.0014859739869433342 0.0016602426253307101
leaf_count=1093 157 609 458 403 227 296 312 92 152 111
internal_value=0 -0.000275408 0.000167018 -0.000808474 0.00181209 -0.000171117 -3.0686e-05 0.000875739 -0.000556116 0.0013585
internal_weight=0 0.0148384 0.0136755 0.00858484 0.00509062 0.00326551 0.00758412 0.00595755 0.00458118 0.00309521
internal_count=3910 3753 3144 2163 981 523 1760 667 355 203
is_linear=0
shrinkage=0.0201088


Tree=2871
num_leaves=15
num_cat=0
split_feature=403 453 4 403 42 12 15 16 16 1 48 13 1 4
split_gain=0.000138716 0.000131252 0.000137369 0.000113045 0.000122533 0.000197471 0.000147938 0.000115921 0.000226269 0.00014777 0.00012429 0.000231062 0.000110753 7.43746e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.09389500000000002 0.098285000000000011 0.10214500000000001 -0.10469999999999999 -0.08755499999999998 -0.055679999999999993 0.086560000000000012 0.086665000000000006 -0.028919999999999998 0.11198000000000001 0.00096500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -8 11 -10 -4 -13
right_child=1 -3 12 -5 -6 -7 7 8 10 -11 -12 13 -14 -15
leaf_value=-0.00066133179962725571 -0.00063556197856795961 -0.00063331780891610857 4.8059207424036099e-05 -0.00059911865335666829 0.00061721330303296344 -0.00082948529295784541 0.00012539531284458974 0.00082666221618459359 -0.00075292386386938506 -0.00071781575309325736 0.00054251539999467728 -3.5250146708432955e-05 0.0007662789965083652 0.00060183240461604657
leaf_weight=0.0011564800377040834 0.0010507535848543149 0.0010594609985352102 0.0014989332526799404 0.0011283124466562608 0.0011255842352757084 0.0010134166658855694 0.0019289134478603339 0.0017530719722048437 0.0013506478758629351 0.0011958555724156522 0.0013689991235342324 0.0018003394607857418 0.0015524183233300041 0.0010194078745269231
leaf_count=930 168 96 144 280 198 145 222 217 573 101 141 331 317 47
internal_value=0 1.1113e-05 4.94985e-05 -2.58706e-05 2.1664e-05 -3.20432e-05 3.84261e-05 0.000106409 0.000236548 -0.000197303 4.97922e-05 -0.000111952 0.000413464 0.000195071
internal_weight=0 0.0188461 0.0177867 0.0147353 0.013607 0.0124814 0.011468 0.0104172 0.00729247 0.00312477 0.00553939 0.0041704 0.00305135 0.00281975
internal_count=3910 2980 2884 2423 2143 1945 1800 1632 1309 323 1092 951 461 378
is_linear=0
shrinkage=0.00188464


Tree=2872
num_leaves=17
num_cat=0
split_feature=453 4 403 16 0 16 4 0 160 133 4 4 52 4 2 0
split_gain=0.000146449 0.000248114 0.000151094 0.000122947 0.000119055 0.000189225 0.000378675 0.000100199 0.000172366 0.000165896 0.000193956 0.000188143 0.000144894 0.000134875 0.000128926 0.000161999
threshold=1.0000000180025095e-35 0.28937500000000005 -1.0000000180025095e-35 -0.15595499999999998 0.18055000000000002 0.26538000000000006 -0.0025899999999999994 -0.061994999999999995 -1.0000000180025095e-35 -0.090054999999999982 -0.082054999999999975 0.0057500000000000008 -0.068164999999999989 -0.23071499999999998 0.10393500000000001 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 8 -4 -10 -11 12 -12 -9 15 -13
right_child=-2 3 4 -5 -6 6 -8 13 9 10 11 14 -14 -15 -16 -17
leaf_value=-0.00068032169433990838 -0.000623234896648504 0.000930181345304143 -0.00051934381858585103 0.00012165985909736109 0.00056401305802658444 -0.0012719895683152439 0.00012413914446106342 -1.4011483016835062e-05 -0.00054550836059927071 0.00081983859266280645 3.8288615119047817e-05 0.00083247861932504946 -0.00078616780197882324 0.00080814983214687287 -0.00023350849827504514 7.0336481593295596e-05
leaf_weight=0.0010303643707042847 0.0010824832545764931 0.0011997616024208727 0.0017839222630636137 0.0010088061840377311 0.001000929873002202 0.0010187337319306315 0.0012739794833856186 0.0012970405158779091 0.0011507820912213121 0.0010817224514555069 0.0013891996801130724 0.0015330651849865262 0.0011233791759912015 0.0010537447661805423 0.0011627304403211691 0.0017292877182266408
leaf_count=907 99 295 747 109 37 263 141 120 311 97 250 52 221 139 55 67
internal_value=0 2.15264e-05 -4.60436e-05 0.000560873 -6.67036e-06 -4.32923e-05 -0.00049621 3.47551e-05 -3.38684e-05 6.05737e-05 0.000147547 4.27225e-05 -0.000330328 0.000354524 0.000254542 0.000428487
internal_weight=0 0.0198374 0.0176289 0.00220857 0.0165985 0.0155976 0.00229271 0.0133049 0.0109541 0.00917017 0.00801938 0.00693766 0.00251258 0.00235079 0.00442508 0.00326235
internal_count=3910 3811 3407 404 2500 2463 404 2059 1800 1053 742 645 471 259 174 119
is_linear=0
shrinkage=0.00170698


Tree=2873
num_leaves=16
num_cat=0
split_feature=403 484 1374 51 48 124 151 4 16 2 1 47 16 49 2
split_gain=0.000124431 0.000160378 0.000105406 0.000116897 0.000149343 7.8394e-05 0.000149328 0.000178979 0.00021951 8.84034e-05 0.000132595 0.000160264 0.000107485 7.91596e-05 3.11197e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 -0.094679999999999986 0.077145000000000005 0.082070000000000018 -0.073304999999999995 -0.083559999999999982 0.15927500000000003 -0.091214999999999977 0.10137500000000001 0.079945000000000016 0.09550500000000002 -0.014099999999999998 -0.049294999999999999 0.093240000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 8 -8 10 12 -12 -10 -9 -15
right_child=1 -3 3 4 -6 6 7 13 9 -11 11 -13 -14 14 -16
leaf_value=-0.00059470136954799507 -0.00049650680789078473 -0.00065533038678110202 0.00047768949650598964 -8.0529875009952313e-05 0.00071406961873634808 -0.00056026885849239788 -0.00084015897226004952 9.6518664978935374e-06 1.0042620841431458e-06 -0.00034216008163535374 -0.0004565543731969032 0.00035225964412439922 0.00074587100464353659 0.00039789148024020631 0.00083946416441076663
leaf_weight=0.001135161663983939 0.0010482086112735258 0.0010770114948460271 0.0010634362201265837 0.0012457597140556947 0.0018596542201361685 0.0014529251448749695 0.001071336579446646 0.0010137154734280313 0.0010582440791647525 0.0016431767017952726 0.0018335483317048554 0.0013354490881436476 0.0014457792937746293 0.0010090948904928048 0.0010044015052429718
leaf_count=930 60 264 211 232 214 270 230 80 209 290 351 89 242 88 150
internal_value=0 1.04475e-05 5.0097e-05 8.3728e-05 0.00039531 1.42726e-05 -2.40261e-05 4.42295e-05 -8.93689e-05 2.05719e-05 0.000125636 -0.000115712 0.000431077 0.000414392 0.000618163
internal_weight=0 0.0191617 0.0180847 0.0170365 0.00310541 0.0139311 0.0128677 0.0114147 0.00838753 0.0073162 0.00567302 0.003169 0.00250402 0.00302721 0.0020135
internal_count=3910 2980 2716 2656 446 2210 1999 1729 1411 1181 891 440 451 318 238
is_linear=0
shrinkage=0.00177594


Tree=2874
num_leaves=12
num_cat=0
split_feature=13 39 43 133 3 0 42 3 2 49 2
split_gain=3.92048e-05 8.10269e-05 7.44399e-05 9.32539e-05 0.000104864 0.000144185 7.51795e-05 7.67724e-05 9.17899e-05 0.000185366 7.21234e-05
threshold=-0.45122499999999993 0.005105000000000001 0.088185000000000013 0.090085000000000012 -0.100615 -0.082074999999999995 0.083725000000000008 0.084925000000000014 0.11230000000000001 -0.04682999999999999 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 -6 9 -9 -2
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.0028032108945132686 0.00017210973867904845 0.0030005918274904281 -0.0046829365790118944 -0.0048294938216245555 -0.0035573067719741145 -0.0048172568527844956 0.0039826227193556513 -0.0018187215604932921 -0.0023689247136692393 0.007625014105916989 0.0060284969662100394
leaf_weight=0.0012332770499164881 0.0010792970015797631 0.0018210272295149038 0.001170671001731881 0.0011295101159564365 0.0015280304887692444 0.0018144221186758291 0.0013037083566255761 0.0011273780582352622 0.0014759420834246639 0.0011350624470645165 0.001218085365837342
leaf_count=112 130 431 310 674 418 696 611 69 120 71 268
internal_value=0 -0.00025805 -0.000715146 -0.000321885 0.000154751 -0.000700807 0.000436003 -0.000441968 0.000831398 0.00291918 0.0032772
internal_weight=0 0.0148031 0.0129821 0.0118114 0.0106819 0.00838454 0.00657012 0.00526641 0.00373838 0.00226244 0.00229738
internal_count=3910 3798 3367 3057 2383 1985 1289 678 260 140 398
is_linear=0
shrinkage=0.0164962


Tree=2875
num_leaves=17
num_cat=0
split_feature=403 484 11 1374 403 484 48 151 16 3 16 16 133 1 1 0
split_gain=0.000144021 0.000155868 0.000167604 0.000165679 0.000165836 0.000132071 0.000149826 0.000257939 0.000253998 0.000185116 0.00017332 0.000169804 0.000147177 0.000104691 8.43598e-05 0.000151242
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08776500000000001 -0.094679999999999986 0.09389500000000002 -0.0043499999999999988 0.016865000000000002 -0.0008699999999999999 0.18126 0.099570000000000006 0.41476000000000007 -0.008069999999999999 0.077945 0.077800000000000022 0.095575000000000007 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 11 13 -10 12 14 -8 15 -9
right_child=1 -3 -4 4 -6 6 9 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00064758266873283501 -0.00058688517984975953 -0.00066348488730548364 -0.00066746620619957794 -0.00037390624694967584 -0.00056224179368436812 -0.00067970018586377282 0.00039055833604829455 -0.00050809996793816932 -0.00070488699587055947 3.2558575869177745e-05 0.00027524687001137689 0.001009227729657208 0.00081732553912418197 0.0011637369034097921 0.00044552437046964757 0.00043266961591354835
leaf_weight=0.0011951023777192057 0.0011456341489655122 0.0011031314818846357 0.0010496134549765291 0.001301868824750369 0.0010776823315977171 0.0012244618786359943 0.0010221242695676314 0.0014566059573923283 0.0014200248472880511 0.0015127106734779128 0.0011678392550152905 0.0014263315281791691 0.0013461193507152041 0.0015890997022185447 0.0015333651385836459 0.0010405760973371228
leaf_count=930 60 264 151 509 290 213 106 161 127 113 121 208 177 205 136 139
internal_value=0 2.55377e-05 6.48916e-05 0.000106978 0.000153414 0.000201493 0.000252316 0.000133883 0.000239965 0.000557173 -0.000262577 0.000431132 0.000277773 0.000861088 9.75738e-05 -0.000116081
internal_weight=0 0.0204172 0.0193141 0.0182644 0.0171188 0.0160411 0.0147393 0.0106153 0.00939086 0.00412393 0.00258786 0.006803 0.00537667 0.00261122 0.00403055 0.00249718
internal_count=3910 2980 2716 2565 2505 2215 1706 1282 1069 424 248 821 613 311 436 300
is_linear=0
shrinkage=0.00188464


Tree=2876
num_leaves=17
num_cat=0
split_feature=453 4 16 151 160 133 15 47 1 457 13 2 43 4 3 16
split_gain=0.000123566 0.00015436 0.000182554 0.000103385 0.000116991 0.000137043 0.000182708 0.000127803 0.000148221 0.000165746 0.000112381 0.000133925 0.00012495 0.000106845 6.96639e-05 4.90351e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.15595499999999998 -0.088294999999999985 -0.091109999999999983 -0.0056849999999999991 0.085120000000000015 0.09550500000000002 0.11215000000000001 0.088175000000000017 -0.074599999999999986 0.10393500000000001 -0.17307499999999998 -0.0025899999999999994 -0.032959999999999996 -0.025139999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 9 10 11 15 -12 14 -14 -7
right_child=-2 2 -4 4 5 7 -8 -9 -10 -11 12 -13 13 -15 -16 -17
leaf_value=0.00050919945589950478 -0.00064149909616072198 0.001002322929398707 -8.3339462413900488e-05 -0.00069151791956765488 -0.00093874056191303691 0.00077340765854626292 8.4017730412307127e-05 0.00048246865524627619 -0.0006407845758267934 0.00064696183362641783 0.00028228476042362456 -0.00031737807292879489 -0.00052035427031801125 -0.00085432520529570867 0.00015808885292917981 0.00019823981272127717
leaf_weight=0.0010804137782450497 0.0010262646431870017 0.0011125755509166111 0.0010076599166843336 0.0010051353441563821 0.0012321586930469962 0.0010162765888360355 0.0011555342541168002 0.0018862147601075305 0.0012363965615582112 0.001317007675928239 0.0011201946761676277 0.0010855827088028513 0.0010074734204545206 0.0012637035839970241 0.0010607017689777359 0.0010078792930817053
leaf_count=232 99 295 109 475 446 185 402 163 134 64 142 80 470 182 144 288
internal_value=0 1.70905e-05 0.000486353 -4.3302e-05 -8.20781e-05 -3.95064e-05 -0.000443772 4.09226e-05 -4.14139e-05 4.20499e-05 -6.3305e-05 0.00020621 -0.000251559 -0.00043104 -0.000172402 0.000487017
internal_weight=0 0.0185949 0.00212024 0.0164747 0.0153943 0.0143891 0.00238769 0.0120014 0.0101152 0.00887882 0.00756181 0.00310974 0.00445207 0.00333188 0.00206818 0.00202416
internal_count=3910 3811 404 3407 3175 2700 848 1852 1689 1555 1491 553 938 796 614 473
is_linear=0
shrinkage=0.00184769


Tree=2877
num_leaves=12
num_cat=0
split_feature=484 474 160 133 133 13 13 151 15 2 0
split_gain=3.71793e-05 4.6484e-05 9.06152e-05 0.000106141 7.7934e-05 0.000135709 0.000117595 9.52456e-05 0.000146516 0.000124138 3.90874e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 0.10681500000000001 -0.083514999999999992 -0.16277999999999995 -0.0088999999999999982 1.0000000180025095e-35 0.086650000000000019 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 9 10 -9
right_child=1 -3 3 4 -6 7 -8 8 -10 -11 -12
leaf_value=-0.0032364357592188741 -0.0042316813944302057 0.0037656576329929857 -0.0034944801093831504 0.0015023627296715449 -0.0036357302905684705 -0.0039332915014695415 0.0091137114195264917 0.0024909714893968015 -0.0040023953724662858 0.0063745153647938261 -0.0025454000670949752
leaf_weight=0.0011137234620051629 0.0015468414934170687 0.0011294442647862566 0.0019148792170223207 0.0014102691919295534 0.0010096048068792404 0.0013964547765305448 0.0012885854973430123 0.0010214239190418084 0.001260300424528852 0.0019728964425559676 0.0010232870695307894
leaf_count=612 556 318 791 133 405 221 217 22 207 294 134
internal_value=0 0.000212821 -7.70216e-05 0.000445564 0.00117222 0.00169009 0.00513645 0.000296513 0.00141566 0.00311527 -2.95089e-05
internal_weight=0 0.014974 0.0138445 0.0122977 0.0103828 0.00937322 0.00269885 0.00667436 0.00527791 0.00401761 0.00204471
internal_count=3910 3298 2980 2424 1633 1228 350 878 657 450 156
is_linear=0
shrinkage=0.0182132


Tree=2878
num_leaves=17
num_cat=0
split_feature=1213 453 4 151 159 0 48 52 52 3 42 1 4 1 16 1
split_gain=0.000556979 0.000190357 0.000173912 0.000147413 0.000176738 0.000194839 0.000192613 0.00025809 0.000195262 0.00014488 0.00013954 0.000114366 0.000151641 9.3045e-05 0.000183233 9.99988e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 -0.088294999999999985 -0.034019999999999988 0.18055000000000002 0.093225000000000016 0.098910000000000012 0.071660000000000015 -0.078884999999999997 0.08110500000000001 0.092550000000000007 1.0000000180025095e-35 0.11198000000000001 -0.50763499999999995 0.11986000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 -6 11 12 -11 14 -4 -15
right_child=1 -3 13 4 5 -7 -8 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0012609325051251754 0.00060741273466506684 -0.00063122548529513265 0.00055556794701005672 -0.00073560398544315431 -0.00058726887046783329 0.00072853102430082549 0.00046848491063537377 -0.00095236812432121618 0.00044884731141426096 -0.0003242356921627706 0.00050925035104111267 -0.00052648358722146981 0.00049729218488640781 0.0010203447222085424 -0.00035663722167956249 0.00028569566193152406
leaf_weight=0.0010396064879750712 0.001097911186560164 0.0011968127587195223 0.0014977730464742073 0.0010690580331111947 0.0019729912643479276 0.0010275579833380786 0.0017835923728967288 0.0010901455209369132 0.0018544004973327505 0.0015183087835415254 0.0011259819353158984 0.0017343704162935854 0.0012353029849130337 0.0010514953557063671 0.0012042668437135936 0.0012057907469131264
leaf_count=592 219 99 110 456 715 34 217 187 293 124 172 163 73 90 109 257
internal_value=0 4.37084e-05 8.31715e-05 -7.58058e-06 -5.44319e-05 1.45865e-07 -6.06298e-05 -0.00015024 -5.76218e-05 -0.000181413 -3.87773e-05 -0.000176271 4.43115e-05 0.000366986 0.000149009 0.000627912
internal_weight=0 0.0216658 0.0204689 0.0155096 0.0144117 0.0133427 0.0123151 0.0105315 0.00944136 0.00758696 0.00561396 0.00448798 0.00275361 0.00495933 0.00270204 0.00225729
internal_count=3910 3318 3219 2653 2434 1978 1944 1727 1540 1247 532 360 197 566 219 347
is_linear=0
shrinkage=0.00174112


Tree=2879
num_leaves=12
num_cat=0
split_feature=4 0 15 43 43 12 42 12 16 52 3
split_gain=3.90912e-05 8.14971e-05 5.6709e-05 6.82732e-05 0.00011416 8.50104e-05 8.47774e-05 9.87459e-05 8.29638e-05 8.37604e-05 4.13349e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 0.10043500000000001 -0.079374999999999987 -0.049504999999999987 0.085845000000000019 0.08221500000000001 0.086765000000000023 -0.19424999999999998 -0.0066199999999999991 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -6 10 -10
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=-0.0036224282537289298 0.0012746160603230848 0.004707742679025983 -0.0047450413630949076 0.0071609140797079113 -0.0045091568890220975 -0.0053693543936101954 -0.0047377513865428942 0.0065052497370535773 -0.0042881736846163377 0.0044202609943567433 0.00090497372830043862
leaf_weight=0.0011365855310460872 0.0013988977886954896 0.0014904232220405737 0.0010457657085874384 0.0010753032106231618 0.001289825669240437 0.0017565819367107074 0.0012033480509817309 0.0011224787522173983 0.0010035718371838821 0.001951252997980794 0.0016205568181660024
leaf_count=176 487 239 357 385 175 622 627 432 98 197 115
internal_value=0 0.000245939 -0.000247837 0.000130773 0.00100073 -0.00242393 0.000192031 0.00104099 -4.75819e-06 0.00126506 -0.00108109
internal_weight=0 0.014958 0.0134676 0.0124218 0.00926634 0.00315548 0.00819103 0.00698769 0.00586521 0.00457538 0.00262413
internal_count=3910 3734 3495 3138 2029 1109 1644 1017 585 410 213
is_linear=0
shrinkage=0.0201088


Tree=2880
num_leaves=18
num_cat=0
split_feature=1213 124 403 42 4 15 160 474 483 457 160 150 43 47 43 1 3
split_gain=0.0005209 0.00018289 0.000179976 0.000180816 0.000169398 0.000145701 0.000139537 0.000322426 0.000419994 0.000173525 0.000150681 0.000176262 0.000296488 0.000171098 0.000147974 0.000203147 0.000114719
threshold=-1.0000000180025095e-35 0.10385500000000002 0.03138500000000001 -1.0000000180025095e-35 -0.49269499999999994 0.085120000000000015 -1.0000000180025095e-35 0.084655000000000022 0.083090000000000011 -0.0034949999999999994 0.099550000000000013 0.083205000000000015 -0.074254999999999988 0.09550500000000002 0.070805000000000021 0.094890000000000016 -0.081244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 8 -6 -8 11 12 16 14 15 -14 -11
right_child=1 -3 5 4 6 -7 9 -9 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0012897591785575333 -0.00064396329847289408 0.0008028456784940003 4.0491718506739622e-05 -0.00070995674521555764 -0.0014316667130745248 0.00094590532820264706 -0.00056286795171531169 0.00051947983086794854 0.00012453576944394711 0.00028507242792340427 -0.00027915711189352904 0.00082498121531160516 -0.0009967257660964705 0.00050216120205528417 0.00030720173096061409 4.4974439713751209e-05 0.0011040975630726888
leaf_weight=0.0010025967496378073 0.0015547725805611012 0.0010001093397181511 0.0011982170825028801 0.0010222086734099035 0.0011511504462921665 0.0011362696556950214 0.0010250837331645694 0.0011352063673609261 0.0011254385085970658 0.001046362665958589 0.0016768950151104184 0.0017653801029784083 0.001337388768936267 0.0012452506311625422 0.0010010406822759249 0.0011361887474152373 0.0012102479049640518
leaf_count=592 635 49 193 170 400 69 150 214 253 110 187 192 266 77 70 145 138
internal_value=0 4.70874e-05 8.85013e-06 -5.44026e-05 3.32768e-06 0.000481186 5.24084e-05 -0.000269122 -0.000662353 0.000148268 0.000218235 0.000313647 0.000184255 -7.39581e-05 -0.000280431 -0.000518241 0.000724326
internal_weight=0 0.0207672 0.0197671 0.0174326 0.0158778 0.00233449 0.0148556 0.0034118 0.00227659 0.0114438 0.0104188 0.00874186 0.00697648 0.00471987 0.00347462 0.00247358 0.00225661
internal_count=3910 3318 3269 3007 2372 262 2202 867 653 1335 1185 998 806 558 481 411 248
is_linear=0
shrinkage=0.00181146


Tree=2881
num_leaves=16
num_cat=0
split_feature=0 130 1 2 133 0 15 1374 150 3 11 2 0 3 15
split_gain=0.000149543 0.000124601 0.000172294 0.000164086 0.00022811 0.000374007 0.000144751 0.000138567 0.000131867 0.0001237 0.000168776 0.000148956 0.000120824 9.9368e-05 9.06324e-05
threshold=0.18055000000000002 -0.081969999999999987 0.076710000000000014 0.10393500000000001 0.083815000000000014 -0.070894999999999986 0.079360000000000014 -0.095439999999999983 0.091630000000000003 0.094625000000000015 0.079700000000000007 1.0000000180025095e-35 -0.067059999999999995 0.076695000000000013 -0.24219999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -4 9 10 11 12 -9 -13 -11
right_child=-2 2 6 -5 -6 -7 -8 8 -10 14 -12 13 -14 -15 -16
leaf_value=0.0005183667471895261 0.00065390547024019355 -0.0012015718670605586 -0.00051352841037746592 -0.00092538147350749468 0.00027692387502986225 0.00017344619153948507 -0.00045890533804946777 -0.00018966998419165813 0.00073335587350290183 0.00019682853857908012 -0.00039855033362960366 0.0011323578130695584 0.00059055101175677744 0.00036703391781168072 -0.00042229093927152321
leaf_weight=0.0011495110534088448 0.0010034393055305289 0.0012937152382854903 0.0010476586889849324 0.0012028585197320918 0.0019087644887284885 0.0012050649901318416 0.0016703906895301187 0.0016502963114642609 0.0011421172018905969 0.0011959027963414932 0.0010511514716364384 0.001031840198791338 0.0010085805607614315 0.0011114105210923153 0.0019811916726036882
leaf_count=159 44 801 36 331 712 54 470 274 190 103 174 186 132 71 173
internal_value=0 -4.89734e-05 -8.42237e-05 -0.000344004 -0.00018534 -0.000538454 2.88414e-05 0.000101454 0.000164791 9.28817e-05 0.000246017 0.000387108 0.000106288 0.000735489 -0.000189246
internal_weight=0 0.0196505 0.0185009 0.0056104 0.00440754 0.00249878 0.0128905 0.0112201 0.0101725 0.00903037 0.00585328 0.00480213 0.00265888 0.00214325 0.00317709
internal_count=3910 3866 3707 1898 1567 855 1809 1339 1303 1113 837 663 406 257 276
is_linear=0
shrinkage=0.00177594


Tree=2882
num_leaves=19
num_cat=0
split_feature=1213 0 403 4 16 147 1374 52 9 1 16 151 0 42 47 15 16 3
split_gain=0.000461217 0.000203028 0.000287208 0.000210989 0.000175598 0.000172204 0.000178594 0.000157468 0.000136164 0.000119634 0.000132897 0.000134213 0.000131984 0.00022547 0.000128409 0.000208835 0.000116928 8.35771e-05
threshold=-1.0000000180025095e-35 0.18055000000000002 0.092300000000000007 -0.34687499999999999 0.20277000000000003 0.087265000000000023 -0.094679999999999986 0.16064500000000001 0.037245000000000007 1.0000000180025095e-35 0.050115000000000007 -0.07299499999999999 -0.070894999999999986 0.083725000000000008 0.081320000000000017 1.0000000180025095e-35 0.5129800000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 9 12 11 -11 13 -8 15 17 -12 -13
right_child=1 -3 -4 5 -6 -7 7 -9 -10 10 16 14 -14 -15 -16 -17 -18 -19
leaf_value=-0.0011855675810055562 -8.0922639989858942e-05 0.00078161702515671858 0.00088958496725219892 -0.00073659856829756231 -0.0011076884092316641 0.00071375708187212483 -0.0007262086305833079 -0.00054721788982738139 -0.00051117578212226669 -0.00011118854852516722 -0.00056951370123742491 0.0013616727760977164 0.00039499725690014836 0.00025329377741578298 0.00014351652776091475 5.9903681825154556e-05 0.0002818360127434802 0.00066467390261453906
leaf_weight=0.0010190976342860534 0.0010735337930664153 0.0010962221168761025 0.0010784324569589046 0.0010618352940685574 0.001028756652679208 0.0010377399256314658 0.0017594631777462554 0.0014189975537014553 0.0011518417221347251 0.0014408925042859212 0.0010350775205783119 0.0011476769355980619 0.0011399878923506407 0.0012807218855459294 0.0019573285264633802 0.0010248703119418168 0.0010007680375975492 0.0010291792377650627
leaf_count=592 88 44 150 63 165 167 437 410 116 154 171 187 201 470 142 209 58 86
internal_value=0 3.68261e-05 -2.67905e-06 -5.18017e-05 -0.000583371 1.2106e-05 -3.2161e-05 1.64519e-05 7.37154e-05 0.000126283 0.000245662 0.000368021 -0.000120341 -0.000313579 0.000501862 0.000720931 -0.000151013 0.00103214
internal_weight=0 0.0217633 0.0206671 0.0195887 0.00210229 0.0174864 0.0164486 0.0153868 0.0139678 0.012816 0.00863579 0.00659995 0.00418017 0.00304019 0.00515906 0.00320173 0.00203585 0.00217686
internal_count=3910 3318 3274 3124 253 2871 2704 2641 2231 2115 1007 778 1108 907 624 482 229 273
is_linear=0
shrinkage=0.00177594


Tree=2883
num_leaves=12
num_cat=0
split_feature=130 133 160 474 151 4 1 457 0 2 52
split_gain=4.44209e-05 7.21546e-05 0.000154324 0.000215344 7.34415e-05 0.000142853 9.47742e-05 0.000109106 7.12425e-05 9.84703e-05 8.54236e-05
threshold=-0.076814999999999981 -0.0056849999999999991 -1.0000000180025095e-35 0.084655000000000022 -0.083919999999999981 0.25367000000000006 0.11215000000000001 0.084715000000000013 -0.10209999999999998 0.10362500000000001 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 -6 10 -10
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.0038267146479662511 -0.003809244922935951 -0.0072366820710583497 -0.003599578388053473 0.0035472536936229223 -0.0036649381823161977 0.0072468010126813635 -0.0034109743607228997 0.0069185585656950975 0.0012908346902818103 -0.0026408017388809598 0.0081329183393342493
leaf_weight=0.0010056684811914551 0.0018350948200352305 0.0019764880698888822 0.0010015202309399439 0.0010019420425945967 0.0010992533918390366 0.0014601880948643736 0.0015468022238767721 0.0012184010357305687 0.0018575051411424603 0.0012655114604542897 0.0010122476746649012
leaf_count=193 936 738 218 240 130 270 154 63 464 246 258
internal_value=0 -0.000284759 0.000196479 -0.00360897 0.00127991 0.0017965 0.000801662 0.00181146 0.000622712 0.00176247 0.00370424
internal_weight=0 0.015275 0.0134399 0.00297843 0.0104614 0.00945991 0.00799972 0.00645292 0.00523452 0.00413526 0.00286975
internal_count=3910 3717 2781 978 1803 1585 1315 1161 1098 968 722
is_linear=0
shrinkage=0.018949


Tree=2884
num_leaves=12
num_cat=0
split_feature=1 42 133 52 0 2 12 13 0 48 52
split_gain=4.47536e-05 7.70119e-05 8.61765e-05 8.61789e-05 6.74491e-05 9.55406e-05 6.59827e-05 6.52291e-05 0.000156205 0.00014938 5.48544e-05
threshold=0.10398500000000001 0.092145000000000019 0.065880000000000008 -0.088354999999999989 -0.035699999999999989 0.11542500000000001 0.096900000000000014 -0.09547499999999999 -0.087899999999999992 0.084500000000000006 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -5 9 -9 -4
right_child=4 -3 10 7 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0064689613165952288 -0.0043155742728562827 -0.0052271796143408189 0.00537497890269561 0.0041463434336191547 0.0057796131359435336 0.0038225141158059065 0.0020112158455794366 0.005132297269747314 -0.0063674034786992241 -0.0038757849293022833 -0.00047083260090583081
leaf_weight=0.0010671723729883207 0.0017414478511880663 0.001328701622617578 0.0014861050264477682 0.0010222394468487588 0.001093964280688183 0.001830707375576647 0.0010135530595117848 0.0016921327559939366 0.0015793343395265344 0.0012396337895023649 0.0010752701483323843
leaf_count=320 251 591 597 98 226 317 93 254 794 133 236
internal_value=0 -0.000791669 -0.00014841 -0.00133948 0.00138102 0.000331689 -0.00198798 -0.000350192 -0.00136913 0.00132343 0.0029209
internal_weight=0 0.0104906 0.00916189 0.00660051 0.00567967 0.00458571 0.002755 0.00553334 0.0045111 0.00293177 0.00256138
internal_count=3910 3023 2432 1599 887 661 344 1279 1181 387 833
is_linear=0
shrinkage=0.0197145


Tree=2885
num_leaves=13
num_cat=0
split_feature=11 3 3 15 151 150 15 3 1 52 3 43
split_gain=4.69028e-05 5.76216e-05 7.1631e-05 0.000161544 9.40459e-05 0.000116679 7.83289e-05 0.000108186 0.000141509 9.76249e-05 6.62802e-05 2.78128e-05
threshold=0.08184000000000001 -0.10628499999999998 -0.078884999999999997 0.083935000000000023 0.056555000000000001 0.08826500000000001 -0.017214999999999998 0.10223 0.094485000000000013 0.085815000000000016 0.084925000000000014 -0.11652999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 6 7 8 -4 10 -8 -1
right_child=-2 2 4 -5 -6 -7 9 -9 -10 -11 -12 -13
leaf_value=0.0059116407070836418 -0.0044406455384181235 -0.010086796465393838 -0.0035822122671273823 0.0011235389531901502 -0.0055602407777257321 0.0078990116857778538 0.002081436214971102 -0.0053669641700977051 0.0058093424123563733 -0.0025497458605708853 0.009227624576661729 0.0011281549829968473
leaf_weight=0.0010758808031544193 0.0010269365420991034 0.0010114659206850755 0.0014488689128623672 0.0013895283622332808 0.0010523559852978993 0.0010422704112061512 0.0013754593009009074 0.0019198965133003813 0.0014737619436603327 0.0010873288723966257 0.0010363374084014221 0.0011400371815165995
leaf_count=151 224 846 398 800 99 137 227 193 318 260 110 147
internal_value=0 0.000272867 -0.000275669 -0.00359903 0.000488912 0.00116729 0.000326178 -0.0014316 0.00115356 0.00275882 0.00515212 0.00345065
internal_weight=0 0.0150532 0.0128373 0.00240099 0.0104363 0.00938392 0.00834165 0.00484253 0.00292263 0.00349913 0.0024118 0.00221592
internal_count=3910 3686 3388 1646 1742 1643 1506 909 716 597 337 298
is_linear=0
shrinkage=0.0213396


Tree=2886
num_leaves=19
num_cat=0
split_feature=1213 124 147 403 133 52 42 475 12 150 2 3 1 0 51 15 13 13
split_gain=0.000518787 0.000235889 0.000219852 0.00022654 0.000232599 0.000199435 0.000216882 0.000166953 0.000144218 0.000163577 0.000218423 0.000161212 0.0003248 8.73725e-05 0.00014096 9.29125e-05 8.00699e-05 0.000174997
threshold=-1.0000000180025095e-35 0.10385500000000002 0.088565000000000019 0.03138500000000001 -0.085714999999999986 0.25333500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10595000000000002 -1.0000000180025095e-35 0.086545000000000025 -0.075954999999999981 0.095155000000000017 -0.15007499999999999 0.08955500000000001 -0.07052499999999999 -0.091849999999999987 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 9 -9 11 -11 -13 14 -12 -15 -17 -18
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 13 12 -14 15 -16 16 17 -19
leaf_value=-0.0012594244043518956 -0.000700863685160584 0.00087506138148530711 0.00082507663057958865 0.00095927360961415382 -0.00017659860483022012 -0.00088616764837377794 -0.00057696357066277008 -0.00050520566175991878 -0.00058923579948037656 -0.00076827618772568941 0.00050079496272487892 -0.00054013217488879119 0.00078546151281816553 0.00094630411440581623 -0.00031528794115677803 0.00072698690192516779 -0.00035134568337620445 0.00069636914472878577
leaf_weight=0.0010453819812943346 0.0015765125818584481 0.0010731941948603383 0.0010172005381512859 0.0014009304619665847 0.0010239551629336032 0.0010262646414285334 0.0014494423059864025 0.0012139658599129516 0.0010029264562900981 0.0010572439192449434 0.0014836153916990983 0.001299148801588562 0.0011376751098262639 0.0012511277840069777 0.00130581114823064 0.0012705350618697651 0.0010917620530333152 0.0010043659949103834
leaf_count=592 561 49 164 150 104 375 470 115 113 327 89 71 140 249 46 53 187 55
internal_value=0 4.70758e-05 3.96656e-06 -3.86577e-05 0.000479629 -0.000111853 -6.26303e-05 6.43952e-06 7.09004e-05 0.000125548 0.000195789 -0.000177549 7.87451e-05 0.000371896 0.000118763 0.000524804 0.000368165 0.00015067
internal_weight=0 0.0216857 0.0206125 0.0195953 0.00242489 0.0171704 0.0161441 0.0145676 0.0131182 0.0121153 0.0109013 0.00349407 0.00243682 0.00740722 0.00278943 0.00461779 0.00336666 0.00209613
internal_count=3910 3318 3269 3105 254 2851 2476 1915 1445 1332 1217 538 211 679 135 544 295 242
is_linear=0
shrinkage=0.00181146


Tree=2887
num_leaves=17
num_cat=0
split_feature=124 4 43 13 158 48 14 3 3 150 0 43 403 2 2 0
split_gain=0.000134357 0.000132063 0.000134911 0.000105218 0.000107886 0.000162825 0.000130206 0.000303986 0.000164755 0.00021133 0.00015572 0.000170371 0.00034448 0.000170276 0.000121252 7.03049e-05
threshold=0.0049200000000000008 -0.49837999999999999 -0.24333999999999997 0.083175000000000013 0.085745000000000002 0.12738500000000003 -0.13131999999999996 0.10420500000000001 -0.11266 0.086025000000000018 -0.10071499999999999 -0.074254999999999988 0.086810000000000012 0.084475000000000008 0.091025000000000009 -0.14012999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 10 14 13 -13 -12 -10 -9
right_child=-2 2 3 -5 -6 -7 7 15 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00060384536305083515 0.0006109952926160357 -0.00056242421996699043 -0.00046891423131079226 0.00059080133183755381 -0.00056560944173219868 -0.00064498976816406458 0.00056931557344343372 0.0010079084426481274 9.3932851355477714e-05 -0.00068555189308122319 0.00070850349829052861 -0.0012637668427918254 0.00015791537413756824 -0.00032021082055189729 0.00084648263922025753 0.00040392654742825288
leaf_weight=0.0012642430487011551 0.0010245924228047812 0.0012953506641642928 0.0012149283686027296 0.0010008526039825367 0.0010064474485390476 0.0010323811899366755 0.0014036719613112177 0.0012074168460118884 0.0019927380133900607 0.0015302695555338246 0.001004001309187705 0.0010395427788491875 0.00111316848381314 0.0010261789277949086 0.0010213745165696952 0.0012240931006585994
leaf_count=173 91 176 124 194 334 95 150 101 105 216 241 990 200 494 128 98
internal_value=0 -4.88967e-05 -1.01614e-05 3.23772e-05 -2.95996e-06 3.52768e-05 8.62512e-05 0.000139942 4.60017e-06 -8.62272e-05 4.12048e-05 -0.000180547 -0.000528614 0.000188528 0.000348945 0.000703846
internal_weight=0 0.0193767 0.0181124 0.0168171 0.0158162 0.0148098 0.0137774 0.0125625 0.0101309 0.00872727 0.007197 0.00418289 0.00215271 0.00203018 0.00301411 0.00243151
internal_count=3910 3819 3646 3470 3276 2942 2847 2723 2524 2374 2158 1925 1190 735 233 199
is_linear=0
shrinkage=0.00177594


Tree=2888
num_leaves=12
num_cat=0
split_feature=2 40 3 4 42 47 4 151 13 52 3
split_gain=4.8141e-05 0.000108551 0.00011003 0.000107352 8.42387e-05 8.73641e-05 0.000110429 0.000119207 0.000128368 6.72218e-05 0.000120818
threshold=0.10910500000000002 -1.0000000180025095e-35 0.10420500000000001 -0.08422499999999998 -0.088669999999999985 0.09252500000000001 0.05309500000000001 -0.0074049999999999993 -0.013465 0.06136500000000001 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -9 10 -2
right_child=9 2 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0062776397627603191 0.0041173703290299547 -0.0049059830858956517 0.0052759702689251084 0.005005250366980362 0.0029904940504791419 -0.005159173364464812 0.0052351385936005163 0.00025453666106648083 -0.0089386063372743768 0.0052850062133778389 -0.003827466469889817
leaf_weight=0.0011581988861149159 0.0014019531056659673 0.0018778936322616895 0.0012770209502873569 0.0011781575863290339 0.0015294424020099269 0.0012694301058208124 0.0013568180068835685 0.0012312507902837559 0.0010524135954152502 0.0013596462341461633 0.0014593661175274046
leaf_count=263 395 605 115 180 282 233 230 952 271 215 169
internal_value=0 -0.000655052 -5.05383e-05 -0.000766891 0.000253491 -0.000615901 0.00049966 -0.00118537 -0.00398207 0.00174662 6.52445e-05
internal_weight=0 0.0119306 0.0107724 0.00949541 0.00761751 0.00643935 0.00516992 0.00381311 0.00228366 0.00422097 0.00286132
internal_count=3910 3131 2868 2753 2148 1968 1735 1505 1223 779 564
is_linear=0
shrinkage=0.0193279


Tree=2889
num_leaves=16
num_cat=0
split_feature=403 484 1374 11 51 51 403 15 42 3 3 16 4 47 4
split_gain=0.000133052 0.000120109 0.000110696 0.000114446 0.000167275 0.000101092 9.0521e-05 0.000109003 0.000128318 0.000119045 0.000222775 0.000143588 0.000125369 0.000124724 3.51402e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 -0.094679999999999986 0.08184000000000001 0.077145000000000005 0.11463000000000002 0.09389500000000002 0.083935000000000023 0.08401500000000002 -0.10628499999999998 -0.078669999999999976 -0.057604999999999996 -0.060264999999999992 0.09252500000000001 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 9 -9 -4 -11 14 -13 -14 -12
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 11 12 13 -15 -16
leaf_value=-0.0006290882918206399 -0.00052870008666467956 -0.00057643313697763703 0.00053600464061942304 -0.00045053868775185948 0.00084674102071617327 0.00014396391421002893 -0.00047906033143756095 8.4600417120357511e-05 0.00091936031855485549 -0.00086148343625652908 -0.00061276598156492724 -0.00026085594849952984 0.00071634387153741627 9.9006371478564578e-06 -0.00012691222542182923
leaf_weight=0.0011134945220848498 0.0010141857476750884 0.0010588010093837514 0.0012357150982535677 0.0011977235376115598 0.0016349081563004249 0.0012203957068880134 0.0010104467993579955 0.0015099377443598969 0.0010771447861742667 0.0010775474249901723 0.0010140982334751884 0.0013507350995962484 0.0019234631333170096 0.0015333701255657584 0.0010187933498435854
leaf_count=930 60 264 112 206 213 193 263 187 197 514 92 97 310 65 207
internal_value=0 2.81768e-05 6.41037e-05 9.98811e-05 0.000142123 0.000546365 5.16038e-05 9.72743e-05 0.000432157 2.62763e-06 -8.06133e-05 4.23938e-05 0.00021647 0.000402982 -0.000369278
internal_weight=0 0.0188773 0.0178185 0.0168043 0.0156066 0.0028553 0.0127513 0.0117408 0.00258708 0.00915372 0.00791801 0.00684046 0.00480757 0.00345683 0.00203289
internal_count=3910 2980 2716 2656 2450 406 2044 1781 384 1397 1285 771 472 375 299
is_linear=0
shrinkage=0.00184769


Tree=2890
num_leaves=13
num_cat=0
split_feature=11 3 3 15 151 150 49 47 15 3 2 0
split_gain=4.29943e-05 4.79885e-05 6.48815e-05 0.000135558 7.10534e-05 9.31596e-05 7.28865e-05 6.81661e-05 6.97494e-05 7.20654e-05 9.50226e-05 2.80009e-05
threshold=0.08184000000000001 -0.10315499999999998 -0.078884999999999997 0.085120000000000015 0.056555000000000001 0.08826500000000001 1.0000000180025095e-35 0.096300000000000011 -0.09547499999999999 -0.018854999999999997 0.097940000000000013 0.039665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 6 7 8 -4 -10 -11 -1
right_child=-2 2 4 -5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.00070799895722337722 -0.003844087495277222 -0.0076192254197519592 0.0052422274746410204 0.0015907050557859167 -0.0043300673517923625 0.0064081776359797768 -0.0034507092186722727 -0.0027708538915489985 0.0044836523478869721 -0.0051837571099424863 0.0023949517492996967 0.0050383626120249058
leaf_weight=0.0011272026049244579 0.0010314574020322915 0.001214992682409626 0.0017899010256316895 0.0011737678002482852 0.0010508742594913653 0.0010455975216541848 0.0015793219231447367 0.0013263568057642894 0.0011960778835187389 0.0012044018320988103 0.0012694174131898106 0.0011043159868841521
leaf_count=228 224 979 244 653 99 137 414 134 435 173 106 84
internal_value=0 0.00023469 -0.000219626 -0.00309373 0.000436614 0.000968878 0.000289022 0.00115936 0.00211413 0.000588481 -0.00129481 0.00285097
internal_weight=0 0.0150822 0.0128507 0.00238876 0.0104619 0.00941107 0.00836548 0.00678615 0.0054598 0.0036699 0.00247382 0.00223152
internal_count=3910 3686 3374 1632 1742 1643 1506 1092 958 714 279 312
is_linear=0
shrinkage=0.0193279


Tree=2891
num_leaves=12
num_cat=0
split_feature=1 42 133 133 52 2 51 2 43 15 4
split_gain=4.86265e-05 7.8157e-05 7.5069e-05 7.08857e-05 8.8499e-05 7.88224e-05 7.24674e-05 5.64819e-05 5.07873e-05 0.000122809 4.83656e-05
threshold=0.10398500000000001 0.092145000000000019 0.065880000000000008 -0.085714999999999986 -0.084699999999999984 0.096750000000000017 0.077145000000000005 0.11542500000000001 -0.075819999999999985 -0.064869999999999983 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -2 -10 -4
right_child=7 -3 10 4 5 -7 -8 -9 9 -11 -12
leaf_value=0.0036414697648302309 -0.0034397804641409435 -0.0058554529156378725 0.0065780002807844708 -0.0080273758209475753 -0.0020047295342811812 -0.0061236504256893679 0.0046136920695350652 0.0046279942719192509 -0.0025412956582312549 0.0073092036405697156 0.00047137907676452747
leaf_weight=0.0010902952494078813 0.0012983300768890046 0.0013217069769429915 0.001045355886361482 0.0010769253298158841 0.0019686272712749206 0.0010919382737398925 0.0013023171515223475 0.0019231849970826587 0.0013312711188703764 0.0010910816105398208 0.0014908025432298156
leaf_count=438 212 591 151 287 617 133 124 385 142 148 682
internal_value=0 -0.000910615 -0.000189741 -0.00142407 -0.00243935 -0.00106002 0.000630376 0.00159931 3.38147e-05 0.00189559 0.00298841
internal_weight=0 0.010388 0.00906626 0.0065301 0.00543981 0.00436288 0.00327094 0.00564387 0.00372068 0.00242235 0.00253616
internal_count=3910 3023 2432 1599 1161 874 741 887 502 290 833
is_linear=0
shrinkage=0.0217664


Tree=2892
num_leaves=16
num_cat=0
split_feature=403 453 4 130 131 12 0 133 1 4 1 16 1 1 16
split_gain=0.000157581 0.000156992 0.000142783 0.000151007 0.000137009 0.000245653 0.000184572 0.000152501 0.000224101 0.000168549 0.000160881 0.000165674 0.0001576 0.000124438 9.34397e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 -0.081969999999999987 0.097135000000000013 0.095295000000000019 0.076335000000000014 -0.069944999999999993 0.079945000000000016 -0.082054999999999975 0.094385000000000011 -0.092014999999999986 0.11215000000000001 0.11198000000000001 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 9 -9 11 -10 -12 -4 -11
right_child=1 -3 13 4 -6 6 -8 8 10 14 12 -13 -14 -15 -16
leaf_value=-0.00066347669537212238 0.00067562541415490775 -0.0006436734471010788 4.6888016266094573e-05 -0.00058742707301365118 0.0005966948955105258 -0.0011750848676753017 -0.00011009452612115747 0.0008486567681223648 0.00010811957681564835 -0.00025494412576775895 0.00053224671721714375 -0.00081225950971761183 -0.00023061662076550346 0.00076109084504464447 0.00049236386445202656
leaf_weight=0.0011343791516376369 0.0010082043922421133 0.0010718831210360649 0.0015437710680750033 0.0012559249042962952 0.0010036076379356671 0.0011051930218540515 0.0010331922619116682 0.0017095654461232179 0.0010361302042320997 0.0011858597500501869 0.0016545830264173209 0.0016861541640989103 0.0019195976183724889 0.0016626757936907292 0.0010223395549679775
leaf_count=930 90 96 144 300 133 399 78 95 66 262 233 275 152 317 340
internal_value=0 3.06529e-05 6.90449e-05 -2.42868e-06 -4.92128e-05 -9.68475e-05 -0.000660519 8.23804e-06 8.148e-05 0.000421636 -0.00013017 -0.000461954 0.000122533 0.000417232 9.10403e-05
internal_weight=0 0.0198987 0.0188268 0.0156204 0.0146121 0.0136085 0.00213839 0.0114702 0.0102142 0.00391776 0.00629647 0.00272228 0.00357418 0.00320645 0.0022082
internal_count=3910 2980 2884 2423 2333 2200 477 1723 1423 697 726 341 385 461 602
is_linear=0
shrinkage=0.00181146


Tree=2893
num_leaves=16
num_cat=0
split_feature=1213 453 4 16 151 160 16 42 47 15 15 43 150 4 4
split_gain=0.000486007 0.000158077 0.00014353 0.000191598 0.000113757 0.000152575 0.00027394 0.00015992 0.000255277 0.000168957 0.00020078 0.000137525 0.000161684 0.000123802 0.000112002
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27608500000000008 -0.10486499999999999 -0.088294999999999985 -1.0000000180025095e-35 -0.0072149999999999992 0.083725000000000008 0.09550500000000002 0.083935000000000023 -0.053579999999999996 0.0016850000000000001 0.091155000000000014 -0.0025899999999999994 -0.082224999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 8 11 10 -9 12 13 14 -7
right_child=1 -3 3 -5 5 7 -8 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0012738358996405336 0.0005720889657283623 -0.00064267850265342891 0.00098994604910460841 -8.6546818215612527e-05 -0.0011453498705883119 -0.00064339390504665982 8.0294190456342565e-05 0.00054794678794787839 0.00066110446050451389 0.0008725491180942885 -0.00045684265571976484 0.00023613178099373875 0.0001261583530867025 -0.00091048109092515736 0.00018125977921936218
leaf_weight=0.0010000615922641362 0.0012069599042094084 0.0010787154144281655 0.001287678824812832 0.0010049863388211062 0.0010650415936066483 0.0012113477821044773 0.001498521990699761 0.0014966986015824274 0.0013625832928526038 0.0014476430369484428 0.0012426126076145192 0.0018169037494727147 0.0017312510421640948 0.0017957830403217273 0.0010493232246031143
leaf_count=592 227 99 316 99 515 339 348 238 87 278 140 183 68 185 196
internal_value=0 4.55791e-05 8.42126e-05 0.000518067 2.54415e-05 -1.65355e-05 -0.000428904 6.38295e-05 -7.53803e-05 0.000361975 9.21519e-05 -0.000207343 -0.00034656 -0.000548311 -0.000260619
internal_weight=0 0.0202961 0.0192173 0.00229267 0.0169247 0.0157177 0.00256356 0.0131541 0.00896719 0.00418695 0.00273931 0.00760461 0.00578771 0.00405645 0.00226067
internal_count=3910 3318 3219 415 2804 2577 863 1714 1058 656 378 971 788 720 535
is_linear=0
shrinkage=0.00184769


Tree=2894
num_leaves=16
num_cat=0
split_feature=403 484 4 376 1 151 49 52 1 13 2 48 3 0 2
split_gain=0.000138099 0.000147432 0.000109265 0.000124365 0.000110338 0.000175296 0.000188706 0.000175737 0.000213999 0.000134136 0.000183317 0.000203063 0.000126834 0.000310841 6.23675e-05
threshold=-1.0000000180025095e-35 0.091130000000000017 -0.51381999999999983 0.048375000000000008 0.12811000000000003 0.079335000000000017 -0.085974999999999982 0.10218500000000001 0.11167500000000001 0.0024700000000000004 0.099015000000000006 0.087035000000000015 -0.083144999999999983 -0.10071499999999999 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 11 12 -8 14 -14
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.00060740511914383595 -0.00051456194789285532 -0.00062627832810128006 -0.00079667343600679015 0.00065014675560183164 0.00047049686707762236 0.00069374635550185817 0.00078547852030589596 -0.00056913206593966462 -0.00052714898975298298 -0.00030769988926766318 0.00083045337341376875 -0.00052769869906470126 0.00025135976093249192 -0.00058727583295206632 0.00085849131599391383
leaf_weight=0.0012132254076692604 0.0010237487316911735 0.0010857331611563914 0.0010474378477565551 0.0012280670063434416 0.0018353587231375494 0.0011000015320460623 0.001329608208892297 0.0015328973410009697 0.0015869249907105006 0.0014684008323590583 0.0016225491871458301 0.0011847366199394041 0.0011858360341054897 0.0012695098504566841 0.0010439931643115852
leaf_count=930 69 264 110 163 226 102 326 389 178 312 254 127 24 372 64
internal_value=0 2.2435e-05 6.05913e-05 9.43625e-05 5.22493e-05 -1.16292e-06 -5.87584e-05 4.46895e-06 8.67087e-05 0.000193703 0.00029012 0.000144333 0.00030921 0.000128247 0.000535615
internal_weight=0 0.0195448 0.0184591 0.0174353 0.0162073 0.0143719 0.0132719 0.0122245 0.0106916 0.00910463 0.00763623 0.00601368 0.00482895 0.00349934 0.00222983
internal_count=3910 2980 2716 2647 2484 2258 2156 2046 1657 1479 1167 913 786 460 88
is_linear=0
shrinkage=0.00181146


Tree=2895
num_leaves=12
num_cat=0
split_feature=133 376 1 42 50 52 47 2 16 16 48
split_gain=4.32982e-05 8.6099e-05 7.43358e-05 7.78651e-05 8.47196e-05 9.21422e-05 0.000105276 8.05175e-05 0.000177847 0.000107146 7.61802e-05
threshold=0.10681500000000001 0.048375000000000008 0.12864500000000004 -1.0000000180025095e-35 0.083475000000000008 -0.11271999999999999 0.09252500000000001 0.084235000000000018 -0.014099999999999998 0.061570000000000007 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 10 -10 -9
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.0051007222200129881 -0.0039647752356021873 0.0057358000508518558 0.0040685501171316392 -0.0048503339007201808 -0.0055845395857989661 0.0064058606560970181 -0.0038652677008712772 0.001240159124525212 0.009910946151038694 0.0012024579488363529 -0.004449557440210937
leaf_weight=0.0014262613716623474 0.0010564030385276377 0.0010732742258161088 0.0014934422080523464 0.0011721748691003045 0.0010369783492192022 0.0014213971788439609 0.0014249677287803131 0.001925689071875054 0.0011343694097130609 0.0011509318700678728 0.0018810461943701701
leaf_count=809 545 181 258 378 385 314 157 412 246 96 129
internal_value=0 0.000245905 -0.000172952 -0.000676732 -0.000110709 0.000450707 0.00114588 0.00209628 0.00109076 0.00552515 -0.00157134
internal_weight=0 0.0151405 0.0140673 0.0125738 0.0111476 0.0101106 0.0089384 0.00751343 0.00609204 0.0022853 0.00380674
internal_count=3910 3365 3184 2926 2117 1732 1354 1197 883 342 541
is_linear=0
shrinkage=0.0201088


Tree=2896
num_leaves=16
num_cat=0
split_feature=124 4 130 42 158 0 3 1 133 47 16 15 4 3 13
split_gain=0.00018361 0.00015302 0.000132882 0.000214542 0.000150881 0.000170079 0.000153831 0.00012464 0.00017806 0.000117303 0.000172719 0.000261404 0.000343652 0.000192781 0.000105278
threshold=0.0049200000000000008 -0.49837999999999999 -0.081969999999999987 -1.0000000180025095e-35 0.085745000000000002 -0.060094999999999989 -0.088494999999999976 0.076710000000000014 0.083815000000000014 0.10887000000000001 -0.110495 -0.10312999999999999 0.0057500000000000008 0.090325000000000003 -0.0097449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 8 -5 10 13 -12 14 -9 -13
right_child=-2 2 3 4 -6 6 -8 9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0006542900033510823 0.00073205206466930937 0.00058033182698023246 -0.00061606799059731022 -0.00083853705020027014 -0.00063590591516359332 0.00097488335403687356 0.00010258696031678589 0.00098194067326651865 8.0447906048521797e-05 -0.00049385858831075679 -0.00083647936181843285 0.00014576650057484834 0.00078369917130786016 1.6134972501262296e-06 -0.00058290900703869694
leaf_weight=0.0013037624008505012 0.0010243764289377946 0.001163710945308166 0.0019640535208956178 0.0013357625200651115 0.0010753391631883663 0.00116211315565479 0.0015458627703024501 0.0014256244018710481 0.0014351750842647578 0.0010493311215293453 0.001071660518422125 0.0011898703920415398 0.0017494886859423797 0.0012228365703516007 0.0014356169176275822
leaf_count=173 91 156 909 349 312 116 225 140 602 111 98 362 53 102 111
internal_value=0 -5.41343e-05 -1.25725e-05 -5.16361e-05 1.89797e-05 6.71373e-05 0.000476928 -2.59949e-05 -0.000362559 7.59906e-05 0.000149858 -3.46526e-05 0.000161757 0.000529308 -0.000252673
internal_weight=0 0.0201302 0.0188264 0.0176627 0.0156987 0.0146233 0.00270798 0.0119154 0.00277094 0.00914443 0.0080951 0.00544664 0.00437498 0.00264846 0.00262549
internal_count=3910 3819 3646 3490 2581 2269 341 1928 951 977 866 624 526 242 473
is_linear=0
shrinkage=0.00181146


Tree=2897
num_leaves=16
num_cat=0
split_feature=403 453 4 1 130 133 42 43 13 0 150 52 16 4 2
split_gain=0.000127657 0.000110424 0.000188195 0.000138176 0.00010353 0.000124142 0.000147956 0.000116401 0.000196547 0.000152991 0.000143549 0.00015523 0.000183224 0.000137093 5.30332e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 -0.076814999999999981 0.10304500000000001 -1.0000000180025095e-35 -0.0031199999999999995 -0.062819999999999987 -0.083564999999999987 0.083205000000000015 -0.031409999999999993 -0.074719999999999995 0.0051950000000000008 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 8 9 -8 11 -9 -13 -12 -14
right_child=1 -3 3 -5 5 -7 7 10 -10 -11 13 12 14 -15 -16
leaf_value=-0.00056521976106184944 0.00049888651501655049 -0.00051740478778447758 6.2609685544053203e-05 0.00078102741996830644 -0.00060466693177164391 0.00042650958241003008 0.00029907038183737858 -0.0008865269962361551 0.00072038028185572611 -0.00054422661148471993 -0.00023351542998211659 -0.00060662098789928537 -0.00014413430053854931 0.00065520636736602223 0.00036391471590007854
leaf_weight=0.0011448778081005985 0.0010185271363613016 0.0010474440184560221 0.0015096152573076818 0.001614181486699208 0.001587318473666781 0.0013541057059888841 0.0013631078364143064 0.0011259542543122225 0.0013388950978448291 0.0011605465873848328 0.0010125662114431055 0.001661059465591086 0.0011086768683316586 0.0010104538984911926 0.0013014558642804666
leaf_count=930 101 96 144 317 435 175 452 246 132 417 82 186 77 28 92
internal_value=0 2.15123e-05 5.25853e-05 0.000433843 -2.65876e-05 -6.4751e-05 -0.000117254 -4.74448e-05 0.000191733 -8.87345e-05 -0.000175397 -0.000325564 -0.00017042 0.000210381 0.000130209
internal_weight=0 0.0192139 0.0181665 0.0031238 0.0150427 0.0140241 0.01267 0.0110827 0.00386255 0.00252365 0.00722017 0.00519715 0.00407119 0.00202302 0.00241013
internal_count=3910 2980 2884 461 2423 2322 2147 1712 1001 869 711 601 355 110 169
is_linear=0
shrinkage=0.00170698


Tree=2898
num_leaves=17
num_cat=0
split_feature=0 1 2 3 15 15 403 52 39 52 42 16 3 15 1 0
split_gain=0.000231473 0.000221852 0.000248989 0.000197121 0.000258198 0.000183195 0.000196023 0.000138279 0.000251911 0.000173961 0.000190913 0.000188647 0.000291108 0.000214382 0.000223521 9.89682e-05
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 -0.084129999999999996 0.083935000000000023 0.090505000000000016 0.03138500000000001 -0.37613999999999997 0.085060000000000011 -0.081429999999999989 0.083815000000000014 -0.110495 0.090325000000000003 -0.10469999999999999 0.092385000000000009 -0.080384999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 -5 6 7 -3 9 -9 11 12 -11 -13 -15 -1
right_child=-2 5 -4 4 -6 -7 -8 8 -10 10 -12 13 -14 14 -16 -17
leaf_value=-0.001049278248155457 0.00084841537689489663 -0.00057138226331008538 -0.0010853793726357946 -0.00029395669355841914 0.00082910013076901762 -0.00066341404350746052 0.00093594773297655859 0.00063690862500318088 0.00099522627445317079 0.0012835163401851001 -0.00068142588518331092 -0.00084898278396546196 -9.6947168995653536e-05 -0.00051688860061008897 0.00051362932282957756 -0.0002006858357789945
leaf_weight=0.0010312748128892355 0.0010858709806204512 0.0011315565061792441 0.0013623470170776135 0.0019859159656021876 0.0012219995018266094 0.0011476402343062299 0.0010457077355032493 0.0015045379483581466 0.0011270644259635055 0.0010141127314130956 0.0015520595753604899 0.0012245419294149608 0.0012732452288453113 0.0013083539230937984 0.001918049835010982 0.0010006851198367385
leaf_count=642 44 176 339 480 363 336 99 176 294 82 266 73 117 162 105 156
internal_value=0 -6.19491e-05 -0.000353244 -0.000162891 0.000133852 7.30414e-05 0.000137563 6.8299e-05 0.000134572 3.554e-05 -7.35966e-05 6.64071e-05 0.000515089 -0.000164172 9.57392e-05 -0.00063137
internal_weight=0 0.0208491 0.00660222 0.00523988 0.00320792 0.0142469 0.0130992 0.0120535 0.010922 0.0097949 0.00829036 0.0067383 0.00228736 0.00445095 0.0032264 0.00203196
internal_count=3910 3866 1980 1641 843 1886 1550 1451 1275 981 805 539 199 340 267 798
is_linear=0
shrinkage=0.00192234


Tree=2899
num_leaves=14
num_cat=0
split_feature=130 42 43 42 52 4 160 49 48 16 0 0 1
split_gain=4.68809e-05 7.9995e-05 7.14311e-05 0.000106658 6.04932e-05 0.000105634 7.62995e-05 0.000104509 8.79563e-05 9.82338e-05 6.62489e-05 6.11816e-05 4.94822e-05
threshold=-0.076814999999999981 -1.0000000180025095e-35 -0.15109999999999998 0.092395000000000019 -0.081429999999999989 -0.0040999999999999986 -1.0000000180025095e-35 0.089635000000000006 0.088465000000000002 -0.09601999999999998 -0.083934999999999996 -0.14293499999999998 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 4 5 -4 11 8 9 -8 -11 -6 -2
right_child=1 2 3 -5 6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=0.0040041877053392317 -0.0067539159405251943 0.0051912739617580332 -0.00034864745758093977 -0.0047287005727430749 -7.8199571929771596e-05 0.0080309353613166028 0.0048038676882749889 0.0062549757625294305 -0.0046531940274942823 0.0015399912386897079 -0.0051149939206667112 -0.0067723390149547914 -0.00079166558288973126
leaf_weight=0.0010092325675722389 0.0010566758752106184 0.0010121904623867648 0.0012734674702217542 0.0016459208326464374 0.0010120893376181495 0.0010059100673995352 0.0016123346098142807 0.0011020698278058072 0.0012987594629219612 0.0012474418171245819 0.0010122366515032918 0.0010281905872741408 0.0010238281287541021
leaf_count=193 827 108 481 724 96 104 202 104 105 179 131 558 98
internal_value=0 -0.000296442 0.000256777 -0.000151336 0.00055992 0.00334934 -0.000204911 0.000851121 -0.000300627 0.00115932 -0.00144115 -0.00345168 -0.00381986
internal_weight=0 0.0153311 0.0132506 0.0122384 0.0105925 0.00227938 0.00831312 0.00627284 0.00517077 0.00387201 0.00225968 0.00204028 0.0020805
internal_count=3910 3717 2792 2684 1960 585 1375 721 617 512 310 654 925
is_linear=0
shrinkage=0.0193279


Tree=2900
num_leaves=19
num_cat=0
split_feature=1213 403 124 42 4 0 15 47 50 42 474 160 4 16 4 150 48 12
split_gain=0.000438754 0.000189107 0.000172804 0.000216743 0.000212132 0.000168532 0.000163407 0.000162354 0.000179674 0.000121116 0.000151709 0.000102553 0.000164105 0.000143608 0.000190255 0.000180939 0.000156636 4.03261e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.08919500000000001 -1.0000000180025095e-35 -0.34687499999999999 -0.060094999999999989 0.085120000000000015 0.10887000000000001 0.078570000000000015 0.091330000000000008 0.084655000000000022 -1.0000000180025095e-35 0.25367000000000006 -0.094359999999999986 0.0021050000000000005 0.085200000000000012 0.086065000000000016 0.084380000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 17 7 -3 8 9 10 11 -6 13 16 -15 -16 -13 -5
right_child=1 6 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19
leaf_value=-0.0011857464454348311 -0.00070838324441888805 4.2119178194230233e-05 0.00070017635041437801 -0.00027621652584900721 -0.00049354008568379404 0.00059062512451086625 0.00099650825943965412 -0.00067164034416010768 -0.00066440976039337514 0.00061962000453532175 0.00071206876461095783 7.2585223551486849e-05 0.00073104163192367743 -0.00040761711178633234 -4.0471171472593881e-05 0.00099213163671664235 -0.00092527401554502947 -0.00076677675304668972
leaf_weight=0.001004955771122514 0.0015562909887109821 0.0011677879603640686 0.0010313644335562455 0.0010857538790179878 0.0012933487598685307 0.001844451768865391 0.0011870846317305617 0.001067391636396125 0.001003556863998673 0.0014719151121790385 0.001029924474056255 0.0010115764890330538 0.0010230849023359851 0.001220026953987899 0.0010998724052555531 0.0011278000908197527 0.0010540624027299828 0.0011140915663308201
leaf_count=592 622 193 71 138 313 273 69 147 361 376 124 52 115 244 36 32 36 116
internal_value=0 3.89723e-05 -2.09373e-05 -6.22485e-05 -1.10769e-06 7.97321e-05 0.000523224 3.75448e-06 6.7354e-05 0.000138434 5.84911e-05 -2.74802e-05 6.47381e-05 -5.89048e-05 0.00016739 0.000482303 -0.000436606 -0.000524656
internal_weight=0 0.0213894 0.0190345 0.0180031 0.0164469 0.014247 0.00235487 0.0124026 0.0113352 0.0103316 0.0088597 0.00782977 0.00653642 0.00551334 0.0034477 0.00222767 0.00206564 0.00219985
internal_count=3910 3318 3056 2985 2363 2109 262 1836 1689 1328 952 828 515 400 312 68 88 254
is_linear=0
shrinkage=0.00181146


Tree=2901
num_leaves=13
num_cat=0
split_feature=1 4 4 52 13 49 1 47 1 4 16 2
split_gain=4.14576e-05 7.77313e-05 7.91475e-05 7.0082e-05 6.9529e-05 7.31111e-05 8.96764e-05 0.000121987 7.26538e-05 6.86191e-05 5.79464e-05 4.49072e-05
threshold=0.088010000000000019 -0.082054999999999975 -0.0031049999999999997 -0.066329999999999986 -0.080649999999999986 -0.07107999999999999 0.092550000000000007 0.09252500000000001 0.11097000000000001 -0.49837999999999999 -0.0049699999999999996 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 11 -6 -7 8 -8 -1 -11 -2
right_child=4 2 3 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.0029500122400672379 0.0012617018656713274 -0.0066336629341937443 0.0030293517032103832 -0.0034353769223305661 -0.0046707493836683177 0.0055547956559190738 0.0059998562599904064 -0.0040729349027903679 -0.00055730122819105932 0.00018586474408397176 0.0064762222708286462 0.0067610749222002378
leaf_weight=0.0010545339453003968 0.0011991338308409546 0.0013936269878562385 0.0010198421232872762 0.0016239427699997013 0.0011071471958620759 0.0011593699113502135 0.0011231335093605157 0.0019788439690192061 0.0014413323220056774 0.0012041594919870325 0.0010025616032928175 0.0010321754972877344
leaf_count=88 280 1023 174 450 152 183 336 185 245 485 105 204
internal_value=0 -0.0011137 -0.00290638 -0.000941603 0.000844595 -0.000125622 0.000756792 -0.000467571 0.00231447 0.00110563 0.00304371 0.00380564
internal_weight=0 0.00729867 0.00403741 0.00264378 0.00904114 0.00680983 0.00570268 0.00454331 0.00256447 0.00326126 0.00220672 0.00223131
internal_count=3910 2325 1647 624 1585 1101 949 766 581 678 590 484
is_linear=0
shrinkage=0.0193279


Tree=2902
num_leaves=11
num_cat=0
split_feature=11 48 51 2 159 52 133 13 15 0
split_gain=4.33597e-05 4.80253e-05 6.01735e-05 6.56825e-05 0.000106555 0.000106033 5.52921e-05 0.000162767 0.000110751 5.40685e-05
threshold=0.08184000000000001 0.097140000000000018 0.08955500000000001 0.11260500000000001 0.089285000000000017 0.090300000000000005 -0.0056849999999999991 -0.083514999999999992 1.0000000180025095e-35 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0020976317435135797 -0.004238608428268867 0.0033516128037352432 -0.0044931259610267501 0.0042882593468442851 -0.0069300826980618893 -0.0040498977070311457 0.009436180926013114 0.0050364545090093088 -0.0045931614080510922 -0.00052646867205967071
leaf_weight=0.0015056581984571613 0.0010431454960000653 0.0019875729079989858 0.0013398709205200499 0.0016076858344202328 0.0010105458877508319 0.0019531934569799233 0.0012152610601898501 0.0019324441200592895 0.0013095909250311673 0.001352475392882913
leaf_count=567 224 339 336 401 294 562 340 118 350 379
internal_value=0 0.000258751 -0.000206012 0.000277226 -0.000350109 0.000367297 0.00154667 0.00249113 0.000654143 0.00274607
internal_weight=0 0.0152143 0.0132267 0.0118869 0.0102792 0.00926862 0.00731543 0.00580977 0.00459451 0.00328492
internal_count=3910 3686 3347 3011 2610 2316 1754 1187 847 497
is_linear=0
shrinkage=0.0213396


Tree=2903
num_leaves=19
num_cat=0
split_feature=1213 403 13 124 4 12 1 147 457 2 0 160 2 49 4 1 43 3
split_gain=0.00047198 0.000223622 0.00020362 0.00015204 0.000164251 0.00022332 0.000288702 0.000182321 0.000159057 0.000162303 0.000219224 0.00016736 0.000225484 0.000149054 0.000163132 0.000279833 9.20112e-05 8.9261e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 -0.0088749999999999992 0.08919500000000001 -0.065054999999999988 0.084235000000000018 0.079945000000000016 1.0000000180025095e-35 -0.0034949999999999994 0.113945 -0.16443499999999997 -1.0000000180025095e-35 0.097940000000000013 -0.081629999999999994 0.0057500000000000008 0.092550000000000007 -0.049504999999999987 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 -6 11 -11 -10 13 -13 -15 -16 -17 -7
right_child=1 2 -4 -5 7 17 -8 -9 9 10 -12 12 -14 14 15 16 -18 -19
leaf_value=-0.0011340657715500188 0.00060831042484159076 0.0010698107582228656 9.2406554156818289e-05 0.00059631751583213673 -0.0006092690663135283 -0.00039653799850798791 -0.0004783480616753408 0.00066493886764273664 -0.00041814321991408428 -0.0009069282875865688 0.0001640678602125457 0.00057744280164694333 0.0008072907804201982 -0.00059468511510022532 0.00070621017939430028 9.3745991658066661e-05 -0.00060976698578646068 -0.0010828627523715676
leaf_weight=0.0010099437705359876 0.0012035257024659513 0.0010503926375858286 0.0013827590268727366 0.0010463870938476122 0.0011753085412036382 0.0010925437109239391 0.0015884768282358533 0.0011797009725153093 0.0012901318255707384 0.0010773250569536597 0.0010638248254165824 0.0013502764275673531 0.0015317404629622278 0.0011702697442352774 0.001399695240217963 0.0010315026627534187 0.0010513227641924532 0.001032029647517415
leaf_count=592 83 124 138 71 268 183 192 187 503 65 301 80 173 223 62 73 72 520
internal_value=0 3.62745e-05 0.000514352 -2.40466e-05 -5.964e-05 -0.000321059 -9.93107e-06 3.68449e-05 -2.41829e-05 3.85246e-05 -0.000374807 0.000138809 0.000234172 8.79353e-05 -5.41236e-05 0.000127527 -0.000261358 -0.000729926
internal_weight=0 0.0217172 0.00243315 0.0192841 0.0182377 0.00491658 0.002792 0.0133211 0.0121414 0.0109661 0.00214115 0.00882494 0.00753481 0.00600307 0.00465279 0.00348252 0.00208283 0.00212457
internal_count=3910 3318 262 3056 2985 978 275 2007 1820 1552 366 1186 683 510 430 207 145 703
is_linear=0
shrinkage=0.00167351


Tree=2904
num_leaves=13
num_cat=0
split_feature=130 15 133 3 3 11 1 3 15 151 1 0
split_gain=4.77536e-05 6.89571e-05 0.00016556 6.42512e-05 0.000182457 9.97026e-05 8.53296e-05 0.000123792 8.30927e-05 8.72123e-05 7.23388e-05 9.27042e-05
threshold=-0.076814999999999981 0.079360000000000014 0.083815000000000014 -0.10140999999999999 -0.077894999999999978 0.078730000000000008 0.094385000000000011 0.084925000000000014 -0.008624999999999999 -0.0074049999999999993 0.11052000000000002 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 8 -8 9 -6 -9 -12
right_child=1 2 -4 4 6 -7 7 10 -10 -11 11 -13
leaf_value=0.0041052308018713459 0.0066208172821611922 -0.0063776995373329938 0.003452361466158905 -0.007738348736961052 -8.41400119010862e-05 -0.0013679943854237465 0.0069206007050250972 0.0044921782506808592 0.0017454293326266883 -0.0079175496244277815 -0.0057958154325300042 0.0023067219050118739
leaf_weight=0.0010187507786748899 0.0014113235189275085 0.0019421779525030077 0.0010133557323409315 0.0011526335025539144 0.0010855202724558977 0.0010656239396453632 0.0015654527767326133 0.0010231040734004493 0.0016809774934976032 0.0011247462639452921 0.0011282121555374891 0.0010686777499747634
leaf_count=193 162 928 416 807 78 192 357 93 119 335 72 158
internal_value=0 -0.000303225 -0.00300729 0.000346197 -0.000368891 0.0031839 0.000610086 0.00237304 -0.001558 -0.00407036 0.000162174 -0.00185433
internal_weight=0 0.0152618 0.00295553 0.0123063 0.00982932 0.00247695 0.00867669 0.00478545 0.00389124 0.00221027 0.00321999 0.00219689
internal_count=3910 3717 1344 2373 2019 354 1212 680 532 413 323 230
is_linear=0
shrinkage=0.0197145


Tree=2905
num_leaves=18
num_cat=0
split_feature=403 52 1374 453 0 1 123 12 160 16 4 42 0 4 3 0 0
split_gain=0.000150748 0.000154848 0.000169088 0.000136197 0.000153067 0.000126481 0.000141135 0.000122141 0.00014607 0.00032677 0.000145522 0.000126831 0.000148279 0.000221619 0.000224691 0.000134394 8.42961e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 1.0000000180025095e-35 -0.23029999999999998 0.13860500000000003 1.0000000180025095e-35 -0.0089849999999999982 -1.0000000180025095e-35 -0.008069999999999999 -0.23071499999999998 0.091955000000000023 -0.077944999999999987 0.25367000000000006 -0.084129999999999996 -0.10209999999999998 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 -9 -10 12 13 14 -12 -16 -17
right_child=1 2 3 -5 5 -7 -8 8 10 -11 11 -13 -14 -15 15 16 -18
leaf_value=-0.00063847099319117766 -0.00061439200815023522 -0.00063683922033050877 0.00074261344152780958 -0.00051386489936587588 -0.00058419917929957896 0.00070504315559707443 0.00064054790654726574 -0.0010929125280088772 -0.00034140753646908531 0.00018142856425040622 -0.00069198639067593009 -0.00025808007977578255 0.00090857035162800659 0.0009561305210580432 -0.00025462445027331295 0.00083855697431731331 0.00013821222924118858
leaf_weight=0.0011970087147704115 0.0011791451842019579 0.0010735733565567776 0.0012902946478812139 0.0011036950002786807 0.0010881386239922934 0.0010380414542437181 0.0012222090997001745 0.0010864390343003193 0.0016262839184326651 0.0016833098710142746 0.0010424733105565934 0.001334154012252127 0.0012786159373270279 0.0010867560222380668 0.0010826388677772055 0.0012426701501504602 0.0010325441594620844
leaf_count=930 372 67 104 86 126 169 258 479 59 316 215 220 157 54 69 86 143
internal_value=0 2.28847e-05 6.17956e-05 0.00010292 0.000142649 9.37904e-05 5.09364e-05 -2.11327e-06 4.85746e-05 -0.000318434 0.000153089 0.000252374 0.000353032 0.000223579 4.26596e-05 0.000270737 0.000520725
internal_weight=0 0.020491 0.0193118 0.0182383 0.0171346 0.0158443 0.0148062 0.013584 0.0124959 0.00276975 0.00972614 0.00809985 0.0067657 0.00548708 0.00440033 0.00335785 0.00227521
internal_count=3910 2980 2608 2541 2455 2351 2182 1924 1798 795 1003 944 724 567 513 298 229
is_linear=0
shrinkage=0.00181146


Tree=2906
num_leaves=13
num_cat=0
split_feature=133 123 42 50 13 2 4 42 4 1 15 12
split_gain=4.54247e-05 0.000105494 7.05169e-05 9.505e-05 6.19071e-05 8.67251e-05 8.40212e-05 8.43049e-05 4.73729e-05 0.00012288 2.88527e-05 2.7688e-05
threshold=-0.085714999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.076210000000000014 0.11934000000000002 0.074650000000000008 0.086700000000000013 0.0057500000000000008 0.086560000000000012 -0.092669999999999988 0.085250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 11 -8 -4
right_child=1 -3 3 -5 -6 -7 10 -9 -10 -11 -12 -13
leaf_value=0.0029923998142576316 -0.0049232261341710867 0.0056995223776394174 0.0040843208870052286 -0.006367910065115061 0.0042993261771529451 -0.0058066512425756283 0.0015721847202134463 -0.0062130047846250865 0.0033244961644872751 -0.005929431965228861 0.0063719613798098795 -0.00047174559799771995
leaf_weight=0.0018552349443617866 0.0016260160591718186 0.0010958356952490674 0.0011629162237679173 0.0010131540187781523 0.0013567288461843194 0.0010971575593029916 0.0011059593290827325 0.0010378545112624477 0.0014575408832350201 0.001357715138346538 0.0010062910685438159 0.0010844495927670103
leaf_count=604 721 303 220 466 190 175 103 649 79 185 105 110
internal_value=0 -0.000417529 -0.000921316 -0.000364185 0.000206071 -0.000390439 0.000333126 -0.000887627 0.000204094 -0.00105749 0.00385883 0.00188583
internal_weight=0 0.0144016 0.0133058 0.0116798 0.0106666 0.00930988 0.00821273 0.00610048 0.00506262 0.00360508 0.00211225 0.00224737
internal_count=3910 3306 3003 2282 1816 1626 1451 1243 594 515 208 330
is_linear=0
shrinkage=0.020511


Tree=2907
num_leaves=13
num_cat=0
split_feature=4 16 151 47 15 0 4 12 43 13 16 47
split_gain=4.42324e-05 5.44611e-05 6.95231e-05 5.26007e-05 0.000104223 9.77407e-05 0.000216108 0.000104805 8.64026e-05 8.21274e-05 0.000104462 8.65074e-06
threshold=0.28937500000000005 -0.30307999999999996 -0.088294999999999985 0.09550500000000002 -0.095799999999999982 -0.10575999999999998 0.0051950000000000008 0.088325000000000015 -0.083899999999999988 -0.09547499999999999 0.011450000000000002 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -7 -9 -11 -5
right_child=-2 2 3 11 5 7 -8 9 -10 10 -12 -13
leaf_value=-0.0044537271617550713 0.0032688130507113316 0.0060015077223696638 -0.0077067911308169243 0.0045199796113562013 -0.0026119447346466622 -0.00028961786477757674 0.011685100966350245 0.0063955447339002301 -0.0089871654920938866 -0.0063372651674734994 0.0038653242418376535 0.0014440593747155222
leaf_weight=0.0016945441755712451 0.0019802555815720433 0.0010013605453236549 0.0011970771698968383 0.0010072348699344267 0.001315452258326434 0.0010771959896434609 0.0010596398977460453 0.0010369384224003871 0.0015411121043775304 0.0012057644399776977 0.0010354659119380678 0.0010230856544337641
leaf_count=210 426 238 219 196 178 278 47 43 801 816 395 63
internal_value=0 -0.00049004 4.72773e-05 -0.000471233 -0.00120912 -0.00026877 0.00376664 -0.00189423 -0.00540891 0.000912994 -0.00162359 0.00297001
internal_weight=0 0.0141949 0.0125003 0.011499 0.00946865 0.00827157 0.00237509 0.00589648 0.00261831 0.00327817 0.00224123 0.00203032
internal_count=3910 3484 3274 3036 2777 2558 225 2333 1079 1254 1211 259
is_linear=0
shrinkage=0.0235607


Tree=2908
num_leaves=16
num_cat=0
split_feature=403 52 1374 1 150 484 3 1 1 1 15 15 0 4 16
split_gain=0.000183671 0.000154981 0.000165778 0.00020335 0.000186488 0.000116419 0.000181557 0.000165336 0.000156029 0.000175278 0.000150055 0.000145667 0.000151678 9.59127e-05 0.000102803
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 0.14000500000000002 0.09833500000000002 -0.0043499999999999988 0.092005000000000017 0.10752500000000002 0.092550000000000007 1.0000000180025095e-35 -0.035939999999999993 0.083935000000000023 -0.060094999999999989 -0.06272999999999998 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 11 -11 12 -7 -8 -15
right_child=1 2 3 -5 -6 6 13 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.00070451420231252106 -0.00062216494250872637 -0.00063857934076724278 -0.00055540797098390076 0.00085014097598258174 0.00074068630916875608 -0.00073092733496299476 -0.00073903586572897904 0.00069284608227601944 -0.00044067184430309023 0.0010599475385268369 0.00019372626037506674 0.00034416024838569053 0.00011730254124269966 -0.00039575242389628458 0.00033503091456113288
leaf_weight=0.0012061575664254571 0.0011514257329346611 0.001046691119439557 0.0011454998207397647 0.0011209016278981359 0.001202923574788752 0.0013582784708170877 0.0011296686219290919 0.0016461892170207609 0.0016200589755860431 0.0011065995887064445 0.0016123813241275611 0.0019843240992134525 0.0014097011236744329 0.0016075187826766202 0.0010405319360726759
leaf_count=930 372 67 477 156 216 371 65 240 228 55 212 312 61 109 39
internal_value=0 2.31838e-05 6.22285e-05 0.000103015 5.33548e-05 5.59946e-07 4.44353e-05 0.000164602 6.89522e-05 0.000179458 0.00054627 -3.04096e-05 -0.000298933 -0.00029712 -0.000108597
internal_weight=0 0.0201827 0.0190313 0.0179846 0.0168637 0.0156608 0.0145153 0.0107375 0.00909134 0.00747128 0.00271898 0.0047523 0.00276798 0.00377772 0.00264805
internal_count=3910 2980 2608 2541 2385 2169 1692 1479 1239 1011 267 744 432 213 148
is_linear=0
shrinkage=0.00181146


Tree=2909
num_leaves=14
num_cat=0
split_feature=403 52 453 1 43 16 4 4 16 2 52 16 4
split_gain=0.000120964 0.000130501 0.000129899 0.00012401 0.000161507 0.000150179 0.00014346 0.000143402 0.000156318 0.000112702 9.82203e-05 0.000140281 6.40459e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.10113500000000002 -0.15648499999999999 0.15737500000000001 -0.076329999999999995 0.0057500000000000008 -0.094359999999999986 0.087995000000000004 -0.091329999999999981 -0.072359999999999994 0.27223000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 -8 -9 -6 -5 12 -12
right_child=1 2 -4 10 5 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.00062271886950300971 -0.00061251803583208062 0.00055591067109858703 -0.00059589964562426151 0.00080095716682324807 -2.7363732106870162e-05 -0.00068407630507024873 -0.00060149494569188694 -0.0003458564934448275 0.00051858097660691582 0.00073675306258570218 0.00023726419474174549 -0.0002005664354334205 0.00080783931323075934
leaf_weight=0.0011027599478432319 0.0010927667011615952 0.0014654832299255899 0.0010152798067714066 0.0011801067831068573 0.0014655090573715366 0.0014082823188712387 0.001967638278203873 0.0016075733989332243 0.0013815878615730829 0.0012883014751421465 0.0018580283606303703 0.0019288631713026781 0.0011199307561249189
leaf_count=930 372 142 86 115 260 121 772 219 100 131 128 253 281
internal_value=0 1.95368e-05 5.85883e-05 9.84465e-05 -2.48182e-05 -0.000118146 -1.47836e-05 -0.000206393 5.36858e-05 0.000330109 0.000312788 0.000195382 0.000451842
internal_weight=0 0.0187794 0.0176866 0.0166713 0.0105844 0.00911889 0.00771061 0.0049568 0.00298916 0.00275381 0.00608693 0.00490682 0.00297796
internal_count=3910 2980 2608 2522 1745 1603 1482 1091 319 391 777 662 409
is_linear=0
shrinkage=0.00188464


Tree=2910
num_leaves=16
num_cat=0
split_feature=1186 403 453 4 1 15 2 48 52 51 403 52 15 15 0
split_gain=0.000138283 0.000125618 0.000134114 0.000144696 0.000151243 9.80554e-05 0.000117018 0.000117429 0.000124906 0.000311881 0.000156659 0.000164332 0.000274039 0.000134054 0.000239778
threshold=0.064110000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.11235500000000002 -0.10469999999999999 -1.0000000180025095e-35 0.093225000000000016 -0.092854999999999979 -0.23836999999999997 0.036225000000000007 0.11588000000000002 -0.0071449999999999994 0.088495000000000018 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 8 9 -8 11 12 -10 14 -14
right_child=-2 2 -4 4 -6 6 7 -9 10 -11 -12 -13 13 -15 -16
leaf_value=-0.00064392707989588296 0.00064337974761432355 -0.00056237181262027921 -0.00062447103783353766 -6.9163576818870329e-06 0.00079188576185893443 0.0005681667914655997 0.00021277314921940065 0.00038201790156271008 -0.0003669061974300684 -0.0011332182524283611 -0.00063480421142152719 -0.00051593062479926587 0.0011992501315378362 -2.6848069598672082e-05 0.00012071077136803478
leaf_weight=0.0010740379832484851 0.0010171904560201108 0.0011095995499831373 0.0010857958737027764 0.0015821890167875803 0.0015297991054193591 0.0010852386900613116 0.0010644841886198741 0.0017466858904672108 0.0018319455545803389 0.001203604783352308 0.0011682546520974113 0.001240531857876568 0.0014713241679808397 0.001183183821831385 0.0012519024221824271
leaf_count=888 126 206 95 148 305 136 103 178 381 423 278 322 126 153 42
internal_value=0 -4.16088e-05 -6.74335e-06 3.16524e-05 0.000385761 -4.51045e-05 -1.77754e-06 -5.26351e-05 -0.000125529 -0.000501503 -2.08608e-05 8.19123e-05 0.000211156 0.000482243 0.000703432
internal_weight=0 0.0196286 0.0185545 0.0174687 0.00311199 0.0143568 0.0132472 0.0121619 0.0104152 0.00226809 0.00814714 0.00697889 0.00573836 0.00390641 0.00272323
internal_count=3910 3784 2896 2801 453 2348 2142 2006 1828 526 1302 1024 702 321 168
is_linear=0
shrinkage=0.00181146


Tree=2911
num_leaves=16
num_cat=0
split_feature=403 453 4 133 130 4 16 12 51 52 48 15 1 0 4
split_gain=0.000151786 0.000147033 0.000114462 0.00019344 0.000134532 0.000197092 0.000183274 0.000178868 0.000177119 0.000171243 0.000153454 0.000149324 0.000136174 0.000100882 8.88602e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.51381999999999983 0.10304500000000001 -0.081969999999999987 0.25367000000000006 -0.088504999999999986 0.096535000000000024 0.077145000000000005 0.083750000000000005 0.085425000000000015 -0.017214999999999998 0.11235500000000002 -0.084154999999999994 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 9 14 10 11 -8 -7 -13 -6
right_child=1 -3 3 -5 5 12 7 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.00067508013107120152 -0.00054345795616500157 -0.0006370633468624165 0.00068539448803767611 0.00080084438009722127 -0.0011510373715640158 5.0057547228179294e-05 -0.0007129932337736726 -0.00065006883483999321 1.7029909723406702e-05 0.00069195093564858594 0.00046143077092582077 0.00048736309167297443 0.00085835939009854185 -0.00030378967207548424 -0.00041333641356903101
leaf_weight=0.0011363200451632088 0.0010111474628483772 0.0010951461887312433 0.001032988615730159 0.0012340214437350358 0.0011039125218494676 0.0015105822336064416 0.0013102836450919865 0.0010692820516631958 0.0016715837703397095 0.0015974682928961113 0.0016688017102432177 0.0010545696416377637 0.0013451902123559213 0.0011505693710545653 0.0011261044768331313
leaf_count=930 75 96 96 200 248 149 294 285 170 282 232 193 276 319 65
internal_value=0 2.01357e-05 6.03743e-05 9.65551e-05 4.09903e-05 -4.57696e-06 -0.00011037 5.22869e-05 -0.000437676 0.000163029 4.63551e-08 -0.000218977 0.000430802 7.45655e-05 -0.000778516
internal_weight=0 0.0189817 0.0178865 0.0168754 0.0156413 0.0146083 0.0117526 0.00785097 0.0039016 0.00678169 0.00518422 0.00351542 0.00285577 0.00220514 0.00223002
internal_count=3910 2980 2884 2809 2609 2513 2088 1605 483 1320 1038 806 425 512 313
is_linear=0
shrinkage=0.00184769


Tree=2912
num_leaves=14
num_cat=0
split_feature=47 123 133 50 42 1 42 52 52 0 2 48 16
split_gain=4.1223e-05 8.3145e-05 0.00010348 9.2158e-05 0.000132085 8.41108e-05 0.000100961 7.03576e-05 7.86898e-05 0.000117017 4.77533e-05 0.000160479 0.000112993
threshold=0.13177500000000003 1.0000000180025095e-35 -0.085714999999999986 0.082310000000000008 -1.0000000180025095e-35 0.12200500000000002 0.092145000000000019 -0.092854999999999979 0.11401500000000002 -0.062649999999999983 0.10836000000000003 0.087035000000000015 -0.082504999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 10 11 12 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0049979410367852689 -0.0041862750084724421 0.0060585000365394092 -0.0072592803617546652 -0.0069453976464708515 -0.0043229550673511159 0.0062880485399668794 -0.0059438356536065219 0.010238500694306549 -0.003940217174390131 0.0084016859842878638 -0.0028301835092565809 -0.0046821240856295826 0.0013415601854891975
leaf_weight=0.0015639209732354947 0.0010209814891700966 0.0010430634752790725 0.0011171643587670381 0.0010277515447517102 0.0011153121817809022 0.0010177728406399024 0.0012034070224934855 0.0010833453242505833 0.001059323971706088 0.0011793449678608936 0.0011765206348763046 0.0011271155506513558 0.001625258587037476
leaf_count=563 84 321 575 560 335 176 406 148 162 69 80 99 332
internal_value=0 0.000242059 -0.000182313 -0.000818608 -0.000280628 0.000455747 -0.000164544 0.000666756 0.00143426 0.00235378 0.000930751 0.00208433 0.00490002
internal_weight=0 0.0153393 0.0142962 0.0127323 0.0117046 0.0105874 0.00956963 0.00836622 0.00725091 0.00619159 0.00501224 0.00383572 0.0027086
internal_count=3910 3826 3505 2942 2382 1807 1631 1225 890 728 659 579 480
is_linear=0
shrinkage=0.0213396


Tree=2913
num_leaves=17
num_cat=0
split_feature=403 453 4 158 52 47 15 160 12 49 4 13 2 14 457 2
split_gain=0.00014726 0.000121967 0.000143979 0.000104875 0.000118464 0.000140241 0.000109739 0.000191684 0.000111483 0.000103406 0.000175889 0.000102233 9.14898e-05 8.45771e-05 7.53202e-05 4.6191e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.28937500000000005 0.083745000000000014 -0.40083499999999994 0.09550500000000002 -0.0089749999999999986 0.031805000000000007 0.10129000000000001 -0.068409999999999985 -0.078484999999999985 -0.0043499999999999988 0.091525000000000009 -0.41992499999999994 0.091610000000000011 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 -8 11 -11 -12 -4 -9 -13
right_child=1 -3 13 -5 5 -7 8 14 -10 10 12 15 -14 -15 -16 -17
leaf_value=-0.00066645577875755523 -0.00055481198636960188 -0.00058804063163606893 0.00013808621249868452 -0.00057737709956974569 -0.00068858118432898075 0.0005405710243380807 -0.00030303480598035167 0.00043240126981486133 -0.00038266092159900983 -0.00041074474184748616 0.00038723692989711315 0.00053244856574527868 0.0011463945579956991 0.00088602831575041276 -0.00024132018533292145 -1.6449101333347808e-08
leaf_weight=0.0011182500145929348 0.0010648533523917566 0.0010512476389863959 0.0010151595022848056 0.0010069548389339119 0.0017939652644005958 0.0019744261019137574 0.0010320123617871251 0.0012177836404331614 0.001185833114778212 0.0010497924172866591 0.0011595649314247117 0.0012116972130227248 0.0010175404034719338 0.0010500268353364614 0.0010592961239304088 0.0010281584935271093
leaf_count=930 362 96 90 270 529 187 71 170 121 232 243 92 132 294 29 62
internal_value=0 2.3581e-05 5.95671e-05 -3.95098e-07 3.88748e-05 8.49189e-05 8.38961e-06 -0.00023688 0.000138325 0.00023339 0.000334656 6.50382e-05 0.000742054 0.000518371 0.000118986 0.000288032
internal_weight=0 0.0189183 0.0178671 0.0158019 0.0147949 0.0137301 0.0117556 0.00407105 0.0076846 0.00649877 0.00546675 0.00328965 0.00217711 0.00206519 0.00227708 0.00223986
internal_count=3910 2980 2884 2500 2230 1868 1681 728 953 832 761 386 375 384 199 154
is_linear=0
shrinkage=0.00184769


Tree=2914
num_leaves=13
num_cat=0
split_feature=15 158 15 156 151 16 47 2 13 133 51 12
split_gain=4.50836e-05 6.29335e-05 7.61374e-05 8.18534e-05 9.49504e-05 9.96795e-05 0.000129345 8.21307e-05 0.000124714 0.000108581 0.000130184 0.00014735
threshold=-0.24219999999999997 0.083745000000000014 -0.11739999999999999 0.086765000000000023 -0.076429999999999984 -0.38486499999999996 0.09550500000000002 0.086650000000000019 -0.003375 1.0000000180025095e-35 0.08955500000000001 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 10 11 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11 -12 -13
leaf_value=0.0035366582707909485 -0.0052693624503664443 -0.0054266533542761553 0.0059754091623821547 -0.0052101658456490821 -0.0058814809673377504 0.0020615000958552352 0.0063589213776211089 0.010909584814834637 -0.0068608705259892077 -0.0034222368153066056 -0.0024100002177524817 0.00030898730641331512
leaf_weight=0.0014149222687056167 0.0011067851220870608 0.0010050524605816095 0.0014413477708057265 0.0010281272250794596 0.0010453513887295355 0.0011976721360252287 0.0015927754475922595 0.0013107248725644596 0.0016040155443058715 0.0014193300049599841 0.0011201875140947667 0.00102101536052078
leaf_count=317 249 365 358 408 109 702 130 207 208 495 185 177
internal_value=0 -0.000371197 -5.32395e-06 0.000450538 0.000945748 0.00024267 0.000933592 -0.000192616 -0.00304671 0.00144891 0.00345178 0.00626783
internal_weight=0 0.0148924 0.0138873 0.0127805 0.0117524 0.0103111 0.00926572 0.00767295 0.00280169 0.00487126 0.00345193 0.00233174
internal_count=3910 3593 3228 2979 2571 2213 2104 1974 910 1064 569 384
is_linear=0
shrinkage=0.0209212


Tree=2915
num_leaves=11
num_cat=0
split_feature=151 15 403 12 3 2 52 12 42 48
split_gain=4.41532e-05 6.35961e-05 6.04583e-05 9.0576e-05 0.00012042 9.77017e-05 9.08193e-05 9.0232e-05 0.000140044 8.23506e-05
threshold=0.079335000000000017 0.091915000000000011 0.03138500000000001 0.085945000000000008 -0.010319999999999998 0.085805000000000006 -0.074484999999999982 0.10333000000000002 0.088115000000000013 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -5 -8
right_child=-2 -3 -4 7 5 6 9 -9 -10 -11
leaf_value=0.0047884484295335492 0.0036213780497842563 -0.0043937069247398973 0.0030975110494303316 -0.0089558172532165047 0.0028907273859175744 -0.0066902377183963753 -0.0027372299351730387 0.0013249665237530517 -0.00059386087341395388 0.0038285967308473653
leaf_weight=0.0019182802097226686 0.0010702591983932216 0.0011962335969157205 0.0019565148834642604 0.0013183925116298308 0.0019172050465565728 0.0011232547613062157 0.0019124288408863706 0.0013232152857035402 0.0014530498547538056 0.0010060876343297436
leaf_count=751 157 609 387 727 159 147 206 244 427 96
internal_value=0 -0.00028315 6.98829e-05 -0.000424908 0.000740106 -0.000563113 -0.00220143 -0.00266615 -0.0045717 -0.000473821
internal_weight=0 0.0151247 0.0139284 0.0119719 0.00787726 0.00595898 0.00404177 0.00409466 0.00277144 0.00291852
internal_count=3910 3753 3144 2757 1359 608 449 1398 1154 302
is_linear=0
shrinkage=0.0185774


Tree=2916
num_leaves=14
num_cat=0
split_feature=47 4 1 13 13 3 133 16 1 1 0 12 1
split_gain=4.50843e-05 7.36116e-05 0.000153537 7.17364e-05 7.58187e-05 8.05735e-05 7.25246e-05 0.000113654 0.00012088 0.000154717 6.19505e-05 0.000115913 1.34003e-05
threshold=0.13177500000000003 0.25367000000000006 0.11198000000000001 0.17936000000000002 0.019675000000000002 -0.089974999999999986 -0.085714999999999986 -0.19424999999999998 0.095575000000000007 0.11215000000000001 -0.15291499999999997 0.091475000000000015 0.083930000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 10 -10 -9 12 -12
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 11 -13 -14
leaf_value=-0.0057948420857205597 -0.0042156402172904483 -0.0013155374978073276 0.0084524042734107248 -0.0056014169967453639 0.0048170023993095888 0.0048910598134995582 -0.0066317980847650452 0.0019881395723525723 0.0094084693941531676 -0.0013917875662183268 -0.0043944638807857095 0.0023399991077130175 -0.0077463387913198718
leaf_weight=0.0010929236040006498 0.001012653695060455 0.0014285750585647248 0.001286764875717869 0.0010290009065069385 0.0012512154753913417 0.0011593383048530059 0.0011272788135767179 0.001428944471428501 0.001179411605132779 0.0010590948675505592 0.0010018097371159514 0.0010489611331894549 0.0010053111980920099
leaf_count=368 84 184 330 178 338 384 92 87 247 165 742 436 275
internal_value=0 0.000254949 0.00331337 -0.000415684 5.42817e-05 -0.000535558 0.000102389 -0.000604759 0.000405744 0.00429859 -0.0015372 -0.00318556 -0.00607333
internal_weight=0 0.0150986 0.00271534 0.0123833 0.0113543 0.0101031 0.00901015 0.00785081 0.00672353 0.00223851 0.00448503 0.00305608 0.00200712
internal_count=3910 3826 514 3312 3134 2796 2428 2044 1952 412 1540 1453 1017
is_linear=0
shrinkage=0.020511


Tree=2917
num_leaves=12
num_cat=0
split_feature=49 42 151 159 0 0 151 0 13 3 2
split_gain=4.02787e-05 7.59025e-05 5.9675e-05 6.23641e-05 0.00011392 0.000143189 0.000135226 0.000131751 9.34852e-05 0.000105933 5.03247e-05
threshold=-0.14917999999999998 0.10269500000000001 0.056555000000000001 -0.034019999999999988 -0.077944999999999987 -0.10071499999999999 -0.0088999999999999982 -0.032484999999999993 -0.014114999999999997 0.084925000000000014 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -6 -8 -10 -9
right_child=1 -3 -4 4 7 -7 8 10 9 -11 -12
leaf_value=0.0042960262495508311 -0.0045749884425914994 -0.0065846195232855771 -0.0049982364232531093 -0.0039426580377349574 0.0090496702303472978 -0.0063196918436495674 -0.00096397516380835918 0.0045095863436670153 0.0019473023788035531 0.012341097256724417 -0.0021867441070622714
leaf_weight=0.0011133937908278961 0.0011850020149819151 0.0010103271262061021 0.0011655440412560508 0.001827475683964519 0.0017765153526319612 0.0018714471386422739 0.0013291267935527998 0.0010914498434362908 0.001127801416238256 0.0010521191503944927 0.0014514963571667459
leaf_count=129 464 425 142 208 484 1330 229 142 93 48 216
internal_value=0 -0.000349784 0.000104117 0.000571928 0.00110102 -0.000712108 0.0012544 0.00412663 0.00396097 0.00696377 0.000687367
internal_weight=0 0.0148883 0.013878 0.0127124 0.0115274 0.00720797 0.00533652 0.00431946 0.00350905 0.00217992 0.00254295
internal_count=3910 3781 3356 3214 2750 1908 578 842 370 141 358
is_linear=0
shrinkage=0.0235607


Tree=2918
num_leaves=13
num_cat=0
split_feature=151 1 15 0 403 0 12 16 15 3 2 2
split_gain=4.10116e-05 5.69498e-05 7.71473e-05 5.74612e-05 0.000146907 0.000141064 0.000135516 0.000115868 3.96693e-05 7.69927e-05 0.000101326 6.45205e-05
threshold=0.079335000000000017 0.12730000000000002 0.090505000000000016 -0.084304999999999977 0.03138500000000001 -0.10131499999999999 0.085945000000000008 0.20277000000000003 -0.015439999999999997 0.12046500000000002 0.097940000000000013 0.083385000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 8 -5 -8 9 10 11 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0016883554262898477 0.003892772334207904 0.0030924530591443784 -0.0055709764184282938 0.0040048946034421289 0.0073558948225183381 -0.0085377274159887905 -0.0089237979212681319 0.00048247225829902693 0.0034457167953563608 -0.0059844000176915756 0.0056057583250335571 -0.0048582830606149954
leaf_weight=0.0011652794356307172 0.001052499598059922 0.0018286717315834184 0.0012721266192675272 0.0015459711991929613 0.0012948365029090692 0.0010162287269728978 0.0010334535483717232 0.001179999582698025 0.0010098504173871028 0.0010313577951757968 0.001087878054184508 0.0013873873871583509
leaf_count=54 157 326 662 373 139 909 479 299 103 69 187 153
internal_value=0 -0.000297044 -0.000772942 -0.000253577 0.00139746 -0.00149944 -0.000654771 -0.00390928 -0.000240583 -0.00103739 0.000364085 -0.00186978
internal_weight=0 0.014853 0.0130244 0.0117522 0.00505426 0.00669798 0.00375942 0.00221345 0.00568175 0.0046719 0.00364054 0.00255267
internal_count=3910 3753 3427 2765 1290 1475 1151 778 566 463 394 207
is_linear=0
shrinkage=0.020511


Tree=2919
num_leaves=13
num_cat=0
split_feature=47 123 50 4 15 0 49 0 403 13 13 15
split_gain=4.34573e-05 6.64777e-05 9.07791e-05 7.217e-05 6.50322e-05 7.33079e-05 0.000148015 0.000127519 9.14773e-05 0.000149239 0.000149573 4.22841e-05
threshold=0.13177500000000003 1.0000000180025095e-35 0.088425000000000017 0.25367000000000006 -0.10312999999999999 -0.10071499999999999 -0.006494999999999999 -0.083674999999999986 0.03138500000000001 0.083175000000000013 -0.091229999999999992 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 9 10 -9 -5
right_child=-2 -3 -4 11 5 7 -8 8 -10 -11 -12 -13
leaf_value=-0.0058394155214354804 -0.0045864495177478336 0.0058707233941556166 -0.0064962370277875789 0.007399248689407994 -0.0015967928023303314 -0.0086615730508697846 0.0075382334186904227 0.0025617190322060096 0.006197007836374298 0.0057645496992330741 -0.0080880271293070453 0.00093189249014127677
leaf_weight=0.0010016320193718562 0.0010013123191148629 0.0010186654005767204 0.0010585626693845841 0.0010709651783234698 0.0019092351689002258 0.0010082712805058605 0.0017373588629237156 0.0010835640466841947 0.0010254635007506119 0.0010859795734829425 0.0017994570114540456 0.0010048958303722298
leaf_count=220 84 321 632 191 145 692 155 54 157 185 918 156
internal_value=0 0.000288228 -0.000124288 0.000405703 -0.00034715 0.000222965 0.00275544 -0.00131548 0.000167529 -0.0013903 -0.00408539 0.00426849
internal_weight=0 0.0148041 0.0137854 0.0127268 0.010651 0.00964933 0.00364659 0.00600274 0.00499446 0.003969 0.00288302 0.00207586
internal_count=3910 3826 3505 2873 2526 2306 300 2006 1314 1157 972 347
is_linear=0
shrinkage=0.0226458


Tree=2920
num_leaves=13
num_cat=0
split_feature=11 48 0 1 151 16 51 16 0 2 1 1
split_gain=4.09023e-05 5.89539e-05 0.000170667 0.000121932 0.000107396 7.59227e-05 0.000115911 0.000101206 0.000100295 0.000116447 8.92864e-05 6.34682e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.096035000000000023 -0.0008699999999999999 0.15737500000000001 -0.030229999999999996 0.41476000000000007 -0.11756999999999999 0.092340000000000019 0.088010000000000019 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 -1 6 -6 -7 -8 10 -10 -3
right_child=-2 2 3 -5 5 7 8 -9 9 -11 -12 -13
leaf_value=-0.0073281084843635517 -0.0038621496191225051 0.0017392636442230781 0.0018429408058357969 0.011929847580680813 0.007840458998208618 -0.0069628499073130538 -0.0056925559375558561 0.0015909367993635134 -0.0052777214743428376 0.0069568713158953584 0.0023877280488031082 -0.0059461214725209949
leaf_weight=0.001012682717822109 0.0012103423553256774 0.0010066291695340901 0.0012246548072034037 0.0010585215196523667 0.0011009352448376709 0.0014064930177725456 0.0011247583523093588 0.0012270743478936183 0.0012302689904294393 0.0013311728407204792 0.001735463622703926 0.0010300174365818204
leaf_count=386 254 53 356 248 237 195 181 181 851 430 476 62
internal_value=0 0.00030298 0.00243324 0.00651941 -0.000601972 0.000141946 0.00140139 -0.00297733 9.38543e-05 0.00160851 -0.000792115 -0.00214756
internal_weight=0 0.0144887 0.00431982 0.00228318 0.0101688 0.00915617 0.0065226 0.00263357 0.00542166 0.00429691 0.00296573 0.00203665
internal_count=3910 3656 719 604 2937 2551 2175 376 1938 1757 1327 115
is_linear=0
shrinkage=0.0217664


Tree=2921
num_leaves=11
num_cat=0
split_feature=150 151 11 159 15 52 3 1 52 52
split_gain=3.92107e-05 0.000100489 7.57753e-05 6.85548e-05 8.84154e-05 0.000204992 0.000114236 0.000119568 6.7123e-05 5.00533e-05
threshold=0.084800000000000014 -0.051109999999999996 0.077165000000000025 0.09141500000000001 -0.017214999999999998 -0.0093349999999999978 0.092005000000000017 0.094385000000000011 0.091715000000000005 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 9 -7
right_child=1 -3 -4 -5 5 8 -8 -9 -10 -11
leaf_value=-0.0032913004592672454 0.0065003512179732208 -0.0012389152128947029 -0.0054010776691412916 -0.004831334044417674 0.009120135202831196 0.00013317880847733813 -0.0056694992183137427 0.0044050184256535611 -0.0028824837187952919 0.0055314054101051413
leaf_weight=0.0015134157541561348 0.0011661835086536568 0.0014790911778193088 0.0011039211829839456 0.0010413234905481605 0.0012633244155097817 0.0019441696175575085 0.0016803985094914092 0.001629041392725353 0.0017510200585568242 0.0010166818730702604
leaf_count=723 275 183 252 397 254 509 162 294 485 376
internal_value=0 0.00217298 -0.000461127 -5.1893e-07 0.000465347 0.00206805 -0.0015203 0.000698451 0.000177279 0.00198679
internal_weight=0 0.00264527 0.0129433 0.0118394 0.0107981 0.0059752 0.00482286 0.00314246 0.00471187 0.00296085
internal_count=3910 458 3452 3200 2803 1624 1179 1017 1370 885
is_linear=0
shrinkage=0.0197145


Tree=2922
num_leaves=18
num_cat=0
split_feature=1213 124 4 403 42 160 474 483 457 160 43 150 3 47 16 4 1
split_gain=0.000446317 0.000211037 0.000172584 0.000196866 0.000166313 0.000201304 0.000335302 0.00024876 0.000216725 0.000136672 0.000185784 0.000455125 0.000285372 0.000226131 0.000159583 0.000111316 0.000109221
threshold=-1.0000000180025095e-35 0.11158000000000001 -0.49837999999999999 0.092300000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084655000000000022 0.079055000000000014 -0.0034949999999999994 0.099550000000000013 -0.074254999999999988 0.083205000000000015 -0.078669999999999976 0.09550500000000002 -0.11807499999999999 -1.0000000180025095e-35 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 16 6 7 -6 -7 10 12 13 -10 14 -12 -16 -4
right_child=1 -3 3 -5 5 8 -8 -9 9 -11 11 -13 -14 -15 15 -17 -18
leaf_value=-0.0010947110708254663 -0.00055665339903336305 0.00077314458649790896 -0.00083645320713744383 0.00074470984046162356 -0.0011078305755216713 -0.00057094213364699393 0.00044595310547036071 -4.6534293404666826e-05 0.00022287575000686611 -0.00020298262261973037 0.00011959431783466681 0.0011413010803429933 0.001246702223906059 0.00050984187993905633 -0.00017895519931087405 -0.000948213304869443 -0.00010025631359447914
leaf_weight=0.0010302813580003066 0.0014705972575196511 0.0010268603663391223 0.0010070499062831305 0.0010444859629252503 0.0013780898475292949 0.0010289158979830673 0.0011958030101295453 0.0011222295446949408 0.0018607051215105419 0.0017078865875296235 0.0015897682457159763 0.0010586317089102265 0.0012917944784662421 0.0013942540760737421 0.0010046652114970118 0.0011076819493796514 0.0012839698372396346
leaf_count=592 171 40 507 148 420 151 216 262 174 187 107 102 169 77 301 96 190
internal_value=0 3.2752e-05 -4.25079e-06 3.83349e-05 -2.58243e-06 5.87348e-05 -0.000282902 -0.000631484 0.000163575 0.000232185 0.000312036 0.000142825 0.000642407 -6.45817e-05 -0.000280915 -0.000582342 -0.000423862
internal_weight=0 0.0215734 0.0205465 0.0190759 0.0180314 0.0157404 0.00369612 0.00250032 0.0120443 0.0110154 0.0093075 0.006155 0.0031525 0.00509637 0.00370212 0.00211235 0.00229102
internal_count=3910 3318 3278 3107 2959 2262 898 682 1364 1213 1026 683 343 581 504 397 697
is_linear=0
shrinkage=0.00167351


Tree=2923
num_leaves=12
num_cat=0
split_feature=484 42 42 15 16 4 0 48 0 16 4
split_gain=3.89188e-05 4.44063e-05 9.29306e-05 8.20242e-05 7.52305e-05 6.71081e-05 6.70121e-05 0.000117812 8.85718e-05 0.000107552 5.88077e-05
threshold=-0.0043499999999999988 0.092145000000000019 0.088115000000000013 0.090505000000000016 -0.27337499999999998 0.070230000000000015 -0.10575999999999998 0.085790000000000019 -0.084304999999999977 0.25185000000000007 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 -6 -8 10 -10
right_child=1 5 -4 -5 6 -7 8 -9 9 -11 -12
leaf_value=-0.0038444641295725581 -0.0033531493185476563 -0.005500698221778978 0.0063907062594204958 -0.0052414123657471313 0.0070100123314714149 0.0015853303129039276 -0.0048237785165646261 -0.00086144408778281937 0.00047060132941170572 -0.0030671494145274618 0.0066756716347058358
leaf_weight=0.0010425858202607148 0.0015840637458640677 0.0012730604812062796 0.0011154776718507167 0.0010617005861385609 0.0019592670723738298 0.0010070407568315239 0.0012001443422341666 0.0013518667556200736 0.0011356641420996935 0.0013972461561584798 0.0014798697418324767
leaf_count=612 293 509 311 277 144 197 583 119 279 238 348
internal_value=0 0.000257786 0.000745686 0.000181945 0.000751584 -0.00237105 0.00151438 0.00379626 6.49878e-05 0.00152712 0.00398143
internal_weight=0 0.0145654 0.0122853 0.0111698 0.0101081 0.0022801 0.00852406 0.00331113 0.00521292 0.00401278 0.00261553
internal_count=3910 3298 2592 2281 2004 706 1711 263 1448 865 627
is_linear=0
shrinkage=0.020511


Tree=2924
num_leaves=11
num_cat=0
split_feature=52 1 52 16 0 43 42 49 0 15
split_gain=3.70901e-05 7.12141e-05 0.000108978 9.56555e-05 0.000114635 5.50509e-05 8.57908e-05 0.000104866 7.96648e-05 9.23632e-05
threshold=-0.27466499999999994 0.10113500000000002 -0.014099999999999998 -0.12467499999999999 -0.16443499999999997 -0.17307499999999998 0.086325000000000013 -0.076864999999999975 -0.083424999999999985 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 7 -7 9 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0031951289070175442 0.0033820393431450218 0.0069732439091394934 -0.0021093100702159581 -0.0045332138414652164 0.007002043112448026 -0.0062425449610402873 -0.0057869561753224148 -0.0011267083953066471 -0.0025858951161839413 0.0055553641179683089
leaf_weight=0.0014027645659535288 0.00117309275906955 0.0014674137986004443 0.0011013308360555136 0.001149563695753903 0.0012294276791240824 0.0010638577296500831 0.0015058339730707549 0.0015516869523136247 0.0019014934692075853 0.0019816819052307778
leaf_count=425 189 313 123 152 261 123 976 225 551 572
internal_value=0 0.000301765 0.00228526 0.000308661 0.00269674 -0.000767553 -0.00137569 -0.000353543 0.000799211 0.00262092
internal_weight=0 0.0141254 0.00494774 0.00348032 0.00233076 0.00917765 0.00800455 0.00649872 0.00543486 0.00353337
internal_count=3910 3485 849 536 384 2636 2447 1471 1348 797
is_linear=0
shrinkage=0.020511


Tree=2925
num_leaves=12
num_cat=0
split_feature=2 157 12 16 43 12 133 43 4 51 16
split_gain=4.26544e-05 9.62597e-05 6.77767e-05 0.000175632 9.88183e-05 6.26005e-05 5.9152e-05 0.00012221 6.88527e-05 0.000100892 0.000159331
threshold=0.086545000000000025 -1.0000000180025095e-35 0.097345000000000015 -0.089864999999999987 -0.0037249999999999996 0.10058500000000002 0.090085000000000012 -0.06705499999999999 -0.078484999999999985 0.08955500000000001 -0.41862999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -3 -9 10 -10
right_child=1 5 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0088641276677885739 -0.0045970230977651358 0.0070730737026235219 0.0025729880361183084 -0.0042422728580657166 0.0029422208346639306 -0.003023278633112796 -0.0018331357816898199 -0.0033588302879302878 -0.00064598394723391027 -0.0026093150116317512 0.0094918942638849771
leaf_weight=0.0012322439962645284 0.0011485930055254593 0.0018876534843829491 0.0012905672387238387 0.0012751207376074801 0.0017866393375672971 0.0010567670944178304 0.0012470679228382461 0.0010369160393975266 0.0011510699523817566 0.0010708308865364433 0.0012643669608413126
leaf_count=389 506 377 195 747 279 322 354 225 164 117 235
internal_value=0 0.000767612 -0.00138863 -0.00257929 -4.98807e-05 0.00147467 0.00209537 0.00285957 0.00110115 0.00242768 0.00466072
internal_weight=0 0.00986327 0.00558457 0.004294 0.00306176 0.00871467 0.00765791 0.00641084 0.00452318 0.00348627 0.00241544
internal_count=3910 2300 1610 1415 1026 1794 1472 1118 741 516 399
is_linear=0
shrinkage=0.0197145


Tree=2926
num_leaves=11
num_cat=0
split_feature=13 39 4 3 52 47 1 0 0 16
split_gain=4.10007e-05 5.47286e-05 6.90065e-05 0.000153688 9.29174e-05 0.000108003 0.000106324 7.83111e-05 0.000173428 6.18798e-05
threshold=-0.45122499999999993 0.005105000000000001 -0.034289999999999994 -0.078669999999999976 -0.081429999999999989 0.096175000000000024 0.11235500000000002 -0.23029999999999998 -0.10209999999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 6 7 -6 -9 -2
right_child=1 -3 4 -5 5 -7 -8 8 -10 -11
leaf_value=0.0037170173619213921 0.002882288363836655 0.0031246034221351039 0.0047355509694973329 -0.0084154669846748052 0.0033271391830375159 -0.0069603300115011445 0.0061992588642151864 -0.0088824478460293056 0.0014055112871795873 -0.0031785925553834389
leaf_weight=0.001191114777709122 0.0014738358938181397 0.0017628349370202414 0.0016702051689317229 0.0014780094801554698 0.0012218296876700396 0.0010441793008588302 0.0010972065712235943 0.0012493812106939561 0.0016836804820089838 0.001475405138729881
leaf_count=112 629 431 421 498 81 199 159 160 618 602
internal_value=0 -0.00032453 -0.000815121 -0.00290922 0.000348641 -0.000815069 0.000406682 -0.001123 -0.0029768 -0.000149765
internal_weight=0 0.0141566 0.0123937 0.00442725 0.00796648 0.00629628 0.0052521 0.00415489 0.00293306 0.00294924
internal_count=3910 3798 3367 1729 1638 1217 1018 859 778 1231
is_linear=0
shrinkage=0.0209212


Tree=2927
num_leaves=17
num_cat=0
split_feature=403 52 1374 1 150 484 376 12 48 12 484 133 13 48 12 16
split_gain=0.000175516 0.000182381 0.000181761 0.00018193 0.000180816 0.000164514 0.000119057 0.000267166 0.000214423 0.000107205 0.000151214 0.000134723 9.84946e-05 0.000126236 0.000146057 0.000115212
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 0.14000500000000002 0.09833500000000002 -0.0043499999999999988 0.048375000000000008 -0.051479999999999991 0.11119000000000002 0.10214500000000001 1.0000000180025095e-35 -0.04034999999999999 -0.09602999999999999 0.016865000000000002 0.089745000000000005 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 9 10 11 -9 -13 14 15 -14
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.00069838828313039411 -0.00068114330323880727 -0.00067778040904972053 -0.00065265435458132482 0.00082567807421253612 0.00075792160287498176 -0.00083327040907123858 0.00064076896084243166 -0.00017983238923286704 -0.00070627586429030959 -0.00030435965685411779 -0.0002764694054033996 0.00087031453331821215 -0.00051970999839197232 0.00082807642678656948 0.0006310691883240528 0.0002300755001049076
leaf_weight=0.0011561132183447792 0.0011253841155371693 0.0010115180896839151 0.0011268978146123298 0.0010986317192963188 0.0011512808793026413 0.0011075863204553444 0.0010928734023183543 0.0014182504547067473 0.0010063849886945428 0.0013955873401510022 0.0016127360942578906 0.0013584400694663292 0.0011080190681931243 0.0012745167462444029 0.0015263560380458646 0.001710829340205344
leaf_count=930 372 67 477 156 216 163 148 321 79 204 256 82 100 63 154 122
internal_value=0 2.74111e-05 6.93795e-05 0.000111394 6.49314e-05 1.42387e-05 6.56719e-05 1.91801e-05 9.52541e-05 0.000165983 0.000231564 0.000329144 0.000432589 0.000326779 0.00017974 -6.46465e-05
internal_weight=0 0.0201253 0.0189999 0.0179884 0.0168898 0.0157385 0.0146116 0.0135187 0.0124111 0.0114047 0.0100091 0.00839641 0.00697816 0.00561972 0.0043452 0.00281885
internal_count=3910 2980 2608 2541 2385 2169 1692 1544 1381 1302 1098 842 521 439 376 222
is_linear=0
shrinkage=0.00181146


Tree=2928
num_leaves=11
num_cat=0
split_feature=2 40 3 4 42 133 4 3 47 52
split_gain=3.64005e-05 0.000132166 0.000106281 9.07495e-05 8.61771e-05 0.000102132 7.78003e-05 8.90578e-05 6.21794e-05 8.07017e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10420500000000001 -0.08422499999999998 -0.088669999999999985 -1.0000000180025095e-35 0.053925000000000008 0.11476000000000001 0.09252500000000001 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -2 -8 9 -7
right_child=6 2 -4 4 5 8 7 -9 -10 -11
leaf_value=-0.0072178207243662551 0.00458749032678779 -0.0048121704773540219 0.0058085001285990865 0.0057026475632511106 -0.0063384188076457786 -0.0010707866670148301 0.0030968052768854198 -0.0054517776423758666 -0.0036852261922280766 0.004777861181040172
leaf_weight=0.0011438801622996883 0.0019609663717049339 0.0017611803610288988 0.001222468920681243 0.0010872755566744561 0.0010644513624212641 0.0019922220482821917 0.0010377788245624648 0.0010132809183114036 0.0010911914457791549 0.0019779568443588965
leaf_count=266 353 608 116 181 574 493 293 121 196 709
internal_value=0 -0.000606794 0.000134836 -0.000638026 0.000381151 -0.000563364 0.00166637 -0.00112643 0.000651182 0.00184303
internal_weight=0 0.0113406 0.0101967 0.00897428 0.0072131 0.00612582 0.00401203 0.00205106 0.00506137 0.00397018
internal_count=3910 3143 2877 2761 2153 1972 767 414 1398 1202
is_linear=0
shrinkage=0.020511


Tree=2929
num_leaves=15
num_cat=0
split_feature=403 52 453 4 1 12 15 47 43 52 4 4 48 2
split_gain=0.000155978 0.000132285 0.000115081 0.000155916 0.000126999 0.00012673 0.000121863 0.000139089 0.000143868 0.000224657 0.000154472 0.000164259 0.00014589 0.000143082
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 0.10214500000000001 -0.10312999999999999 0.085165000000000018 -0.17307499999999998 0.091210000000000013 -0.076329999999999995 0.015635000000000003 0.085425000000000015 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -8 10 13 12 -12 -10
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00072805762722308375 -0.00063936798374071536 -0.00054922332762303639 -0.00056483316845620324 0.00010242359670817113 0.00090007182091764539 -0.00052979008187742035 0.00069027283391714131 0.00063983722421387943 5.1365534796884783e-05 -0.00071330227865357674 -0.0010057183326070815 0.00043917777845844789 -4.446099436007268e-05 0.00093789991129120272
leaf_weight=0.0011172768330500417 0.0010828265913143216 0.0010736019097406834 0.0010445491228949768 0.0015195709421894216 0.0015504483603443536 0.0014596827534767423 0.0011647030677870368 0.001810183266434783 0.0015199270882175608 0.0015682634352478068 0.0010227274574321063 0.0012298118594379209 0.0014934303111119275 0.0012973629891578908
leaf_count=930 372 180 86 144 317 262 74 134 255 379 398 106 156 117
internal_value=0 2.59807e-05 6.65601e-05 0.000106029 0.000505259 1.61709e-05 8.16002e-05 0.000142579 4.57515e-05 -4.65653e-05 0.000112749 -0.000148124 -0.000435177 0.000459615
internal_weight=0 0.0188371 0.0177543 0.0167097 0.00307002 0.0136397 0.01218 0.0111064 0.00929623 0.00813152 0.00656326 0.00374597 0.00251616 0.00281729
internal_count=3910 2980 2608 2522 461 2061 1799 1619 1485 1411 1032 660 554 372
is_linear=0
shrinkage=0.00196078


Tree=2930
num_leaves=16
num_cat=0
split_feature=403 453 403 11 4 403 160 16 43 47 13 1 1 16 3
split_gain=0.00018825 0.000146182 0.000163095 0.000162042 0.000166448 0.000149133 0.000169356 0.000219696 0.000167651 0.000205207 0.000128842 0.000121872 0.000226941 0.000127632 7.47184e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10150000000000002 0.08776500000000001 0.27608500000000008 0.085745000000000016 -1.0000000180025095e-35 -0.0072149999999999992 -0.074254999999999988 0.09550500000000002 0.17936000000000002 0.090820000000000012 0.10031000000000002 -0.092014999999999986 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 10 11 14 13 -13 -10 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00076833610588568292 -0.0010909456942244631 -0.00066505766215852803 -0.00067806151497089794 -0.00062949632231757964 0.00081010716249122622 0.0008033995166006416 0.00044789308144289831 9.4415319232768648e-05 0.0004097152346630106 0.00073788315915693182 -2.8889349647020827e-05 -0.0012115632122019725 -3.3573167337372527e-05 -0.00035836290334130116 0.0010882418276311611
leaf_weight=0.0011562659649769066 0.0010196770523035036 0.001055130131054737 0.0010136585154474692 0.0010143554359360171 0.0013447107909665022 0.0010449695951345603 0.001991076318816884 0.0013333583583258366 0.0017664663176551743 0.0010524221161932745 0.0014764826423789845 0.0010031169494686687 0.0015202727456801735 0.0014604729212462668 0.0010174735374799413
leaf_count=930 526 96 264 155 336 83 333 310 104 75 72 87 133 258 148
internal_value=0 3.04354e-05 7.1072e-05 0.000115623 0.000162772 0.000103498 4.98814e-05 -0.000419255 0.000147677 -4.25485e-05 0.000436205 -0.000185383 -0.000501857 6.20925e-05 0.000664455
internal_weight=0 0.0191136 0.0180585 0.0170449 0.0160305 0.0146858 0.0136408 0.00235304 0.0112878 0.00680275 0.00448503 0.00575033 0.00252339 0.00322694 0.00300855
internal_count=3910 2980 2884 2620 2465 2129 2046 836 1210 657 553 582 220 362 481
is_linear=0
shrinkage=0.00192234


Tree=2931
num_leaves=16
num_cat=0
split_feature=403 52 453 1 14 48 0 43 16 1 4 3 133 0 15
split_gain=0.000121567 0.000150218 0.000123091 0.000102323 9.9157e-05 0.000160586 0.000409534 9.79085e-05 0.000128493 0.000119356 0.000246981 9.20371e-05 0.000103864 0.000132831 8.98229e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.10113500000000002 -0.24487499999999998 0.12675000000000003 -0.13870499999999999 -0.15648499999999999 0.15737500000000001 0.089175000000000018 0.015635000000000003 0.084925000000000014 0.083815000000000014 -0.084304999999999977 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 -3 9 11 -11 12 13 -9 -8
right_child=1 2 -4 4 5 -7 14 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.00061693763583274596 -0.00065133485297365692 0.00045392696010356794 -0.00055812206206416499 -0.00017677095283346239 0.0014757703272968126 -0.00024217917378546052 -0.00011208197004688341 -0.00069523487804270395 -0.00061262899505480682 -0.00094749975499753853 0.00029751078139320265 0.00060537108504181186 0.00040677285916910935 0.00015009420289108065 0.0005964072847074272
leaf_weight=0.0010744843409593923 0.0010638204543336497 0.0013559218534369656 0.0010213152450462828 0.0012097233287812056 0.0012102741003593353 0.0010005323958539591 0.0015320530166607375 0.0010713535145616018 0.0013134963776665898 0.0011370319502749249 0.0010429168288850349 0.0012262006703691597 0.0015646824259657717 0.0015567200701914938 0.0010160786598310829
leaf_count=930 372 142 86 126 170 89 293 372 121 249 58 65 459 279 99
internal_value=0 2.25208e-05 6.40579e-05 0.000103193 0.00029558 0.000415651 0.000590774 -8.63489e-06 -7.90085e-05 1.32296e-05 -0.00035187 0.000160103 2.98807e-05 -0.00019451 0.000170431
internal_weight=0 0.0183221 0.0172583 0.016237 0.00596866 0.00475894 0.00375841 0.0102683 0.0089124 0.00759891 0.00217995 0.00541896 0.00419276 0.00262807 0.00254813
internal_count=3910 2980 2608 2522 777 651 562 1745 1603 1482 307 1175 1110 651 392
is_linear=0
shrinkage=0.00184769


Tree=2932
num_leaves=16
num_cat=0
split_feature=403 52 453 1 48 0 52 16 43 16 1 4 15 12 16
split_gain=0.000121474 0.000139984 0.00010422 0.000128348 0.000109517 0.000269086 0.000105388 0.000140459 0.000104075 0.000148966 0.000123973 0.000215723 0.000106726 0.000115875 8.53821e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.10113500000000002 0.12862000000000004 -0.17106499999999999 -0.014099999999999998 -0.19424999999999998 -0.15648499999999999 0.15737500000000001 0.089175000000000018 0.015635000000000003 -0.0063699999999999989 0.080120000000000011 -0.091214999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -7 -8 -3 10 12 -12 -10 -14 -15
right_child=1 2 -4 4 -6 6 7 -9 9 -11 11 -13 13 14 -16
leaf_value=-0.00062772558425261123 -0.00064178923996960227 0.00045427475712987454 -0.00052604886269575727 0.0012592918251737365 -0.00024351023305966727 0.00060861272808088889 0.0003650389632228488 -0.0005481255436822636 -0.00023184041946431528 -0.00068631865480244772 -0.00095748389190833242 0.00024155998390252268 0.00086269355917342142 -0.00029471283753683175 0.00040510044109730862
leaf_weight=0.0010915454744753082 0.001070092244671513 0.0013609550366510325 0.001011510268938364 0.0010922188357232127 0.0010234466880829629 0.0014104382114881958 0.0013512473695125159 0.0010736746186913995 0.0017474183371620051 0.0013323378520816095 0.0011188116256622416 0.0010177651764628759 0.0010503013396772139 0.0010463553166655815 0.0015170488822177641
leaf_count=930 372 142 86 94 86 254 225 118 606 121 249 58 75 130 364
internal_value=0 1.95395e-05 6.07953e-05 9.75688e-05 0.000317485 0.000434003 0.00019898 -3.92798e-05 -3.08512e-05 -0.000105623 -2.43327e-06 -0.000386316 0.000150556 0.000335465 0.000119444
internal_weight=0 0.0182236 0.0171535 0.016142 0.00595103 0.00492758 0.00383536 0.00242492 0.010191 0.00883004 0.0074977 0.00213658 0.00536112 0.00361371 0.0025634
internal_count=3910 2980 2608 2522 777 691 597 343 1745 1603 1482 307 1175 569 494
is_linear=0
shrinkage=0.00188464


Tree=2933
num_leaves=11
num_cat=0
split_feature=52 376 150 4 157 16 0 1 52 16
split_gain=3.81137e-05 7.21926e-05 7.54263e-05 6.77975e-05 6.7791e-05 8.71238e-05 0.000210705 7.25155e-05 0.000140192 7.86432e-05
threshold=-0.27466499999999994 0.048375000000000008 0.084800000000000014 0.015635000000000003 -0.077044999999999988 -0.055679999999999993 -0.06402999999999999 0.10752500000000002 0.086950000000000013 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 8 9 -6
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0032404325609458689 0.0039203403663582168 0.0052848326557975748 6.5364042520552136e-05 0.0072014232753951279 -0.0019708080491881034 -0.010382432348062321 0.00016122190381891773 0.0034274759226439475 -0.007804518651564148 0.0043739149630522877
leaf_weight=0.0014081926121193274 0.001123057949119711 0.001124193820381301 0.0012471093659103909 0.0010167506081045603 0.0019864748045252314 0.0013382175655739436 0.0019729902360203213 0.0018460866673872525 0.0010892853478958499 0.0014018985528777205
leaf_count=425 254 200 247 142 413 734 212 277 580 426
internal_value=0 0.00029793 -0.000132595 0.00327033 -0.000848689 -0.00140457 -0.00409997 6.78305e-06 -0.00140353 0.000654244
internal_weight=0 0.0141461 0.0130219 0.00226386 0.010758 0.00963495 0.00331121 0.00632375 0.00447766 0.00338837
internal_count=3910 3485 3285 389 2896 2642 946 1696 1419 839
is_linear=0
shrinkage=0.020511


Tree=2934
num_leaves=13
num_cat=0
split_feature=484 42 160 43 52 133 0 52 12 12 13 1
split_gain=3.74665e-05 4.17985e-05 5.97074e-05 6.58636e-05 0.000139089 0.000110624 9.91377e-05 9.17517e-05 6.73456e-05 0.000124617 6.90659e-05 0.000106725
threshold=-0.0043499999999999988 -0.11145999999999999 0.099550000000000013 -0.074254999999999988 -0.087604999999999988 0.087485000000000021 -0.070894999999999986 -0.048794999999999991 0.089995000000000006 0.086305000000000007 -0.0043499999999999988 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -6 9 10 -9 -12
right_child=1 2 -4 4 7 -7 -8 8 -10 -11 11 -13
leaf_value=-0.0035876555243325847 -0.0035518167747745351 0.0017792963090274107 -0.0036452369768064778 -0.0068191639794329666 0.0060855397460872667 -0.0026028862016862875 0.0088074063891837445 -0.0048592080069931034 -0.0034915482244121652 0.0071460260847084596 0.0059035890894419702 -0.0022018350434617126
leaf_weight=0.0010266530108285566 0.0010132243211917026 0.0017743241595851596 0.0011736839028152453 0.00100472913119582 0.0010680528144127238 0.0010177808336123209 0.001298479269340022 0.0010029478469880397 0.0015789887995244431 0.001005135702101586 0.001033300908184708 0.0014704414216663718
leaf_count=612 204 453 146 340 121 395 181 348 585 306 89 130
internal_value=0 0.000233627 0.000519265 0.000918133 -8.49065e-05 0.0029199 0.00474918 0.00086023 -5.60528e-05 0.00114626 -0.00057348 0.00114329
internal_weight=0 0.0144411 0.0134279 0.0122542 0.0081636 0.00409058 0.0030728 0.00715887 0.00609081 0.00451183 0.00350669 0.00250374
internal_count=3910 3298 3094 2948 1919 1029 634 1579 1458 873 567 219
is_linear=0
shrinkage=0.0193279


Tree=2935
num_leaves=13
num_cat=0
split_feature=2 157 3 13 4 47 42 42 52 3 2 2
split_gain=3.8669e-05 7.46583e-05 6.12703e-05 0.00013089 9.20308e-05 0.000139029 5.82337e-05 7.94983e-05 5.21801e-05 5.44384e-05 0.00010512 5.7089e-05
threshold=0.086545000000000025 -1.0000000180025095e-35 -0.078884999999999997 -0.0038299999999999996 -0.0010999999999999996 0.09550500000000002 0.092145000000000019 0.083725000000000008 -0.081429999999999989 -0.032959999999999996 0.11339500000000001 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 7 8 -3 -10 11 -11
right_child=1 6 4 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0098308999941951435 -0.0043664511666246832 0.0054721023210791029 0.0050738691453704344 0.00088407188321218443 -0.0079878755722227936 0.0026485912401434959 -0.0025381767611688923 0.0067948135953235164 -0.0039691762048572792 0.00071116491223317021 -0.0029823362075954594 0.0074732748512942888
leaf_weight=0.001013481871320853 0.0011342978228270168 0.0010409450683596371 0.0011983696002163501 0.001064390619404567 0.0010365699934200929 0.0012161770906791436 0.0013970244594762359 0.0013971944668227342 0.0010997313006943033 0.0010700726892740519 0.0014901942553377486 0.0012130391933442564
leaf_count=805 506 283 293 228 180 104 448 308 439 62 175 79
internal_value=0 0.000783152 -0.00144708 -0.00434215 0.000296001 -0.00224563 0.00145392 0.00221673 0.00113515 0.000208717 0.00142637 0.00430394
internal_weight=0 0.0098425 0.00552899 0.00207787 0.00345112 0.00225275 0.0087082 0.00731118 0.00591398 0.00487304 0.00377331 0.00228311
internal_count=3910 2300 1610 1033 577 284 1794 1346 1038 755 316 141
is_linear=0
shrinkage=0.0213396


Tree=2936
num_leaves=12
num_cat=0
split_feature=4 1 49 3 52 52 0 3 4 0 150
split_gain=4.0451e-05 4.65737e-05 4.46859e-05 4.23947e-05 6.28445e-05 5.52098e-05 0.00011399 8.84498e-05 5.98273e-05 0.000143324 7.07926e-05
threshold=0.27020000000000005 0.11198000000000001 0.10447000000000002 0.15165000000000003 -0.27466499999999994 0.11262000000000001 -0.060094999999999989 -0.089974999999999986 -0.076329999999999995 -0.10071499999999999 0.086645000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -9 10 -10
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.0061926138940958525 -0.00057447300038383894 0.0060277013401419076 0.0039834763049083005 0.0030147043703495583 -0.0067551862844949778 -0.0051597953084372801 0.0047573963381134033 0.0039281758658817039 0.0034726767655021153 -0.0084605531266908618 -0.003629548147799558
leaf_weight=0.0011547073258206418 0.0010194194882291586 0.0010896058921346665 0.00102198065497141 0.001254467323566961 0.0012551740998789787 0.0012067325349918298 0.0018701278819547784 0.0013046095135265589 0.0019502233789275049 0.0010827625065565798 0.0010720770227199417
leaf_count=324 137 335 302 96 407 493 249 614 186 713 54
internal_value=0 0.00283647 -0.000475292 -0.000850308 -0.00129527 -0.00071478 -8.63142e-05 -0.00144544 -0.00021345 -0.00152968 0.00095336
internal_weight=0 0.00210903 0.0131729 0.0121509 0.0108964 0.00974171 0.00853497 0.00666485 0.00540967 0.00410506 0.0030223
internal_count=3910 472 3438 3136 3040 2716 2223 1974 1567 953 240
is_linear=0
shrinkage=0.0222017


Tree=2937
num_leaves=15
num_cat=0
split_feature=0 1 2 2 15 52 15 52 14 3 47 1 16 15
split_gain=0.000157894 0.000137248 0.000209993 0.000174071 0.000169977 0.000127392 0.000136874 0.000178574 0.000119318 0.000150615 0.000148811 0.000139591 0.000143876 0.000131131
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 0.097360000000000016 0.083935000000000023 -0.37613999999999997 0.079360000000000014 -0.091329999999999981 -0.13131999999999996 -0.10315499999999998 0.096300000000000011 0.094385000000000011 -0.092014999999999986 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 7 -7 -9 -10 11 12 -11 -13
right_child=-2 5 -4 -5 -6 6 -8 8 9 10 -12 13 -14 -15
leaf_value=-0.00063711795880254352 0.00067731811953458264 -0.00050900611364029119 -0.00090620771720584031 0.00054827923748982678 0.00010923638521994285 0.00082209610144076521 -0.00035335201744966094 -0.00039650171617159116 0.00072396970756136419 0.00039932335367519421 -0.0003837052446993191 0.00096590913031230157 -0.00042753481325797949 9.5503089158167093e-05
leaf_weight=0.0019607478333529167 0.0010037428946816562 0.0011476572166780096 0.0012740787542760519 0.0010392297859968536 0.0018901744434604642 0.0012303572013350238 0.0017251590021449695 0.001301724536297952 0.0013497303167365011 0.0012402225929317723 0.0016776238721638902 0.0011749232255994846 0.0014278576851835473 0.0010196965292471564
leaf_count=756 44 201 339 160 725 177 474 124 145 47 192 269 138 119
internal_value=0 -4.49899e-05 -0.00026403 -9.67176e-05 -0.00027078 5.65687e-05 0.000110003 0.000186702 0.000101652 0.000183838 7.23712e-05 0.000229717 -4.31805e-05 0.000561488
internal_weight=0 0.0194592 0.00616423 0.00489015 0.00385092 0.013295 0.0121473 0.0104221 0.00919178 0.00789005 0.00654032 0.0048627 0.00266808 0.00219462
internal_count=3910 3866 1980 1641 1481 1886 1685 1211 1034 910 765 573 185 388
is_linear=0
shrinkage=0.00177594


Tree=2938
num_leaves=13
num_cat=0
split_feature=49 42 43 1 16 14 52 151 2 0 4 13
split_gain=4.06876e-05 6.3478e-05 6.87542e-05 8.59349e-05 0.000109642 9.3507e-05 0.000142219 0.000153978 0.000173778 7.70709e-05 7.15226e-05 6.74767e-05
threshold=-0.14917999999999998 0.091955000000000023 0.12512500000000001 0.076710000000000014 0.10994000000000002 -0.076254999999999989 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019 -0.076734999999999984 0.015635000000000003 -0.062819999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 7 -7 10 -2 -9 -3
right_child=1 11 -4 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.0036063274717991313 -0.0056592016161969407 -0.0067970023625687241 0.0048756207115337475 -0.0036898276596022263 -0.0050788286114575708 -0.005514353381606522 0.008621145904170421 -0.0043619773875477443 0.0076392905018468852 0.00051240122600394256 0.0028473170658747703 0.00013021321171342374
leaf_weight=0.0010768000540864351 0.0017262342803158138 0.0010684174973007103 0.0010911256192563537 0.0010187578083959582 0.0010163345858653344 0.0010174995788045076 0.0011902874544963103 0.0010339406109990015 0.0016529855575760032 0.0013447625726541381 0.0010224360512810756 0.0010333691544948313
leaf_count=129 1210 586 222 115 248 212 229 260 168 228 77 226
internal_value=0 -0.000290433 0.000247527 -0.000210581 0.00084992 0.00171867 0.00264986 0.00114621 0.00297324 -0.00295671 -0.000777497 -0.00339115
internal_weight=0 0.0142162 0.0121144 0.0110232 0.00795224 0.00693591 0.00591715 0.00472686 0.00370936 0.003071 0.00205638 0.00210179
internal_count=3910 3781 2969 2747 1309 1061 946 717 505 1438 337 812
is_linear=0
shrinkage=0.0193279


Tree=2939
num_leaves=12
num_cat=0
split_feature=4 151 1 15 16 0 1 133 43 52 1
split_gain=3.74594e-05 4.90547e-05 0.000111953 7.97409e-05 6.50953e-05 0.000105294 9.18628e-05 9.17412e-05 9.4587e-05 6.69517e-05 3.97253e-05
threshold=0.27020000000000005 -0.024429999999999997 0.088385000000000005 -0.10312999999999999 -0.092424999999999993 -0.10071499999999999 0.086245000000000002 -0.085714999999999986 -0.074254999999999988 -0.088779999999999984 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5 -7 9 -9 -2
right_child=10 3 -4 4 5 7 -8 8 -10 -11 -12
leaf_value=-0.0030978005045289303 -0.00040580796876055235 -0.0067462195888702637 0.0064607638435584388 -4.2550666309409785e-05 0.0055736984681115861 0.0050872355409138231 -0.0085313242871024215 0.0047279372958022176 -0.0057394744364857213 -0.0023653805967665865 0.0055874848130158692
leaf_weight=0.0010124951696914072 0.0010162497333139075 0.0010588786911406257 0.0013607169646662016 0.0014957281134463886 0.0015752338233648768 0.001023564920883617 0.0010130580364722183 0.0010838316914008892 0.0019554220097747323 0.0015070044365839896 0.0010816885747582398
leaf_count=310 137 237 246 340 142 297 105 239 1036 486 335
internal_value=0 -0.000448687 0.00238275 -0.00107594 -0.000453998 0.00060511 -0.00347035 -0.000800085 -0.00212558 0.000601987 0.00268431
internal_weight=0 0.0130859 0.00237321 0.0107127 0.00965384 0.00714506 0.00250879 0.00556982 0.00454626 0.00259084 0.00209794
internal_count=3910 3438 556 2882 2645 2200 445 2058 1761 725 472
is_linear=0
shrinkage=0.0217664


Tree=2940
num_leaves=16
num_cat=0
split_feature=403 403 42 133 15 52 14 39 48 1 2 1 49 4 16
split_gain=0.000124128 9.26189e-05 0.000109184 0.000117958 0.000187022 0.000107768 0.00010978 0.000149876 8.4552e-05 0.000172071 0.000125081 9.47154e-05 0.000116215 5.39592e-05 3.6114e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 0.10304500000000001 0.085285000000000014 -0.37613999999999997 -0.23083499999999998 0.005105000000000001 0.11379500000000002 0.094695000000000015 0.095195000000000016 0.079945000000000016 -1.0000000180025095e-35 0.053925000000000008 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 11 14 -13 -11 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 13 -12 12 -14 -15 -16
leaf_value=-0.000644985735300751 -0.00054309019572228146 -0.00050804540383600949 0.00055144762192448288 0.00059755197163075566 -0.0006661820737347649 -0.00043873024918069102 0.00017845985527605108 0.00084868537659492512 -0.0003670614236685047 0.00086246217747256511 -0.00052927214180221245 0.00027259709264965446 -0.00056444541186344147 0.00029451802458778153 0.00068370697681490432
leaf_weight=0.0010270540725100695 0.0010245878289012111 0.001072446402975393 0.0014830578535653264 0.0011448307375261637 0.0014762802938758377 0.0012259370288070495 0.001002783119431222 0.0010065576040494866 0.0012782244923174044 0.0011972687170723195 0.0013292106994969473 0.0012405137513223918 0.0011220275849588845 0.0011795574316462963 0.0010071859868774347
leaf_count=930 304 307 299 97 359 118 236 229 74 142 182 94 151 164 224
internal_value=0 2.88506e-05 6.3292e-05 1.57722e-05 -3.14977e-05 4.27834e-05 9.45796e-05 0.000157668 8.33314e-05 0.000154595 -2.29931e-05 0.000130912 -0.000124934 0.000580606 0.000431637
internal_weight=0 0.0177905 0.016718 0.015235 0.0140901 0.0126139 0.0115893 0.0103633 0.00935677 0.00807855 0.00570172 0.00437251 0.00236254 0.00237683 0.00200997
internal_count=3910 2980 2673 2374 2277 1918 1614 1496 1267 1193 887 705 245 306 460
is_linear=0
shrinkage=0.00188464


Tree=2941
num_leaves=11
num_cat=0
split_feature=484 49 42 49 15 42 1 1 12 2
split_gain=3.76281e-05 4.06282e-05 7.25838e-05 6.80738e-05 0.000143116 6.66553e-05 7.42968e-05 0.000122691 0.000105493 0.00013766
threshold=-0.0043499999999999988 -0.14917999999999998 0.091955000000000023 -0.0019649999999999997 -0.073314999999999991 0.08622500000000001 0.11198000000000001 0.092550000000000007 0.084100000000000022 0.091985000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 -10
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11
leaf_value=-0.0038419556058638016 0.0042295933176250897 0.0014922561007680852 -0.0036584791205303206 0.0049167731526232094 -0.0082490878159142585 0.0062438434219585651 0.0043369839609860208 -0.0058606470806229684 -0.0070702548580851045 0.0029491339855258585
leaf_weight=0.0010088740447381063 0.0010065291099733394 0.0016506917296841344 0.0019865261588435041 0.001887229981679193 0.0010306435686851211 0.001085342716889464 0.001868307479844602 0.0013161269055577927 0.0010585013348125105 0.0012679396386840285
leaf_count=612 111 214 687 273 249 382 244 240 628 270
internal_value=0 0.000257923 -4.60466e-05 0.000596706 -0.00225209 0.00149712 0.000800745 -0.000394015 0.00131347 -0.00160956
internal_weight=0 0.0141578 0.0131513 0.0111648 0.00268134 0.00848345 0.00739811 0.0055298 0.00421367 0.00232644
internal_count=3910 3298 3187 2500 463 2037 1655 1411 1171 898
is_linear=0
shrinkage=0.020511


Tree=2942
num_leaves=16
num_cat=0
split_feature=1213 403 15 124 42 13 0 48 457 16 3 3 1 4 0
split_gain=0.000417148 0.000157222 0.000149703 0.000114952 0.000125482 0.000124999 0.000210406 0.000160845 0.000131144 0.000275491 0.000112447 0.000123462 0.000104279 0.000188102 0.00011793
threshold=-1.0000000180025095e-35 0.03138500000000001 0.085120000000000015 0.0040150000000000003 -1.0000000180025095e-35 0.10741000000000002 0.0059850000000000016 0.12738500000000003 -0.066264999999999991 -0.49150499999999991 0.13772500000000001 -0.078669999999999976 0.086560000000000012 0.0057500000000000008 -0.11208499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 -6 -10 11 -11 -13 -14 -15
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12 12 13 14 -16
leaf_value=-0.001248291692891127 -0.00060868540790499871 3.3236939534478481e-05 0.0010750950003369953 0.00062770739632985839 -0.00056514939017598509 0.00055458568986692088 -0.00075998048559573165 -0.00070207170448797151 0.00092915248658489936 -0.00033459139584633506 -0.00053771131259747488 0.00073080770993768967 -0.00043915070620558795 0.0007870495225714495 -3.8304707901985469e-05
leaf_weight=0.0010038529899410341 0.0014265417530742374 0.0010653465985007013 0.0010556554018643638 0.0010127627856767315 0.0010441038930233898 0.0014146033357614112 0.0014643610688003751 0.0010628381786222671 0.0015367433427785878 0.0017692115029774727 0.0011687339152108307 0.0013653724162544685 0.001539414607320138 0.0014965570312526211 0.0011986997636424289
leaf_count=592 617 193 69 88 240 106 265 84 172 699 102 276 259 50 98
internal_value=0 4.76182e-05 0.000551786 -1.34871e-05 -5.2874e-05 -2.27582e-07 -5.77418e-05 2.66745e-05 9.63346e-05 0.000164888 2.73289e-05 0.000116942 0.000259594 0.000107662 0.000419978
internal_weight=0 0.0196209 0.002121 0.0174999 0.0164872 0.0150606 0.013646 0.0121817 0.0111188 0.0100747 0.00853799 0.00736926 0.00560004 0.00423467 0.00269526
internal_count=3910 3318 262 3056 2968 2351 2245 1980 1896 1656 1484 1382 683 407 148
is_linear=0
shrinkage=0.00196078


Tree=2943
num_leaves=17
num_cat=0
split_feature=403 4 151 16 1 12 151 15 160 133 13 160 43 15 16 4
split_gain=0.000150379 0.000139501 0.000210431 0.000191224 0.000145422 0.000144474 0.000135656 0.000164245 0.000172161 0.000199375 0.000183563 0.000248457 0.000146884 0.000233261 0.000100104 0.00010001
threshold=-1.0000000180025095e-35 0.15927500000000003 -0.0008699999999999999 -0.50585499999999983 0.11198000000000001 0.10371500000000002 -0.095804999999999987 -0.10312999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.17936000000000002 0.087825000000000014 -0.083899999999999988 -0.053579999999999996 -0.0041999999999999997 -0.079974999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2 -8 14 -10 11 12 -11 -14 -9 -15
right_child=1 2 3 4 -6 -7 7 8 9 10 -12 -13 13 15 -16 -17
leaf_value=-0.00065406271735726589 0.00064843079549707346 -0.00043157351638014029 0.0010963764468588963 -0.00032242169815213493 0.0005444821227665698 -0.00070784756649009491 -0.00077467318982057042 -0.00091073636429353955 -0.00054741438477032582 0.0011493757620620695 -0.00048292479874309968 -0.00024543090439367235 0.00088885254230876851 0.0003366647751313026 -0.00011550646083202741 -0.00046833058872548702
leaf_weight=0.0012198049742933757 0.0010220608772553716 0.0011329275711191335 0.0012644988476889726 0.0010991969530321664 0.0018341529013835684 0.0011488824683380762 0.001062522500479327 0.0010065338104804705 0.0013998475615404843 0.0011360602301459131 0.0011293789969597512 0.0019061185632466351 0.0017820713837865898 0.0012124641845984189 0.0012737562560333881 0.0010005159564792339
leaf_count=930 160 127 113 80 236 262 157 378 330 118 43 231 163 163 280 139
internal_value=0 2.71482e-05 0.000289204 0.00048373 0.000219632 -6.54872e-05 -1.25134e-05 -6.4842e-05 -1.17802e-06 0.000109744 0.000222388 0.000335581 0.000551417 0.000381377 -0.000466526 -2.72837e-05
internal_weight=0 0.020411 0.00533078 0.00419785 0.00293335 0.0150802 0.0139313 0.0129093 0.0118467 0.00956646 0.00816661 0.00703723 0.00513111 0.00399505 0.00228029 0.00221298
internal_count=3910 2980 556 429 316 2424 2162 2002 1845 1187 857 814 583 465 658 302
is_linear=0
shrinkage=0.00188464


Tree=2944
num_leaves=15
num_cat=0
split_feature=403 403 133 42 15 48 14 1 47 15 2 1 4 16
split_gain=0.000132523 8.9893e-05 0.000102538 0.000110887 0.000150514 0.00011078 0.00010355 0.000164986 0.000165836 0.000135713 9.13806e-05 0.000102505 0.000118763 9.22869e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.10304500000000001 0.098285000000000011 0.085285000000000014 0.11930500000000001 -0.22654999999999997 0.094385000000000011 0.09252500000000001 -0.050004999999999994 0.095195000000000016 0.079945000000000016 -0.082224999999999979 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 10 9 -9 11 12 -8 -13
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 13 -14 -15
leaf_value=-0.00060582603473437267 -0.00039553554931972033 -0.00046263898971634964 0.00053012484030485845 0.00048501441893618379 -0.00055467143265504706 -0.00051003836382657649 0.00077475548016863447 0.0011384121426044624 8.2100020340694691e-06 0.00029502086411056197 -0.00036991686951807232 0.00025028209797261965 -4.6049780093313601e-05 -0.00041940990593682879
leaf_weight=0.001028357927822395 0.0011936960027330449 0.0010367922467153018 0.0012276655561703652 0.0013451845050561724 0.001420529328237055 0.0010091419743579752 0.0010495658478829909 0.0011129350730032734 0.001693934665111585 0.0011107908652042194 0.0017290950161805863 0.0010215977157708167 0.0010059217040175282 0.0014514313351502439
leaf_count=930 119 307 181 215 359 85 67 268 118 230 295 62 460 214
internal_value=0 2.47905e-05 5.5659e-05 1.71955e-05 -2.84107e-05 3.19837e-05 8.00952e-05 0.000135893 0.0004106 0.000717123 -3.60911e-05 9.13715e-05 0.000373067 -0.000142763
internal_weight=0 0.0174083 0.0163715 0.0151438 0.0137986 0.0123781 0.011369 0.0101753 0.00391766 0.00222373 0.00625761 0.00452852 0.00205549 0.00247303
internal_count=3910 2980 2673 2492 2277 1918 1833 1714 616 498 1098 803 527 276
is_linear=0
shrinkage=0.00170698


Tree=2945
num_leaves=18
num_cat=0
split_feature=403 4 133 158 13 50 12 51 156 457 0 15 47 12 15 2 2
split_gain=0.00012494 0.000101579 0.000249086 0.00013593 0.000147116 0.000179711 0.000125227 0.000125172 0.000125273 0.000154337 0.000179486 0.000225467 0.000159984 0.000123648 0.000132867 8.13629e-05 5.19801e-05
threshold=-1.0000000180025095e-35 -0.51381999999999983 0.10304500000000001 0.085745000000000002 -0.094679999999999986 0.086465000000000014 0.092475000000000016 0.08955500000000001 0.084330000000000016 -0.0015249999999999997 -0.10575999999999998 -0.095799999999999982 0.09550500000000002 0.092365000000000017 -1.0000000180025095e-35 0.087995000000000004 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 7 16 8 9 -6 11 -11 13 14 -12 -16 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 12 -13 -14 -15 15 -17 -18
leaf_value=-0.00059855058907930009 -0.0005274081928531005 0.00033868424602396933 0.00082043786243249004 -0.00062551075446024343 -0.00047981575232755179 -0.00071119425088255145 -0.00012680407720091656 -0.00050642152814008154 -0.0004205725057520214 0.00014364068348592573 -0.00043023767895576973 0.0013031397700081666 0.00063351399299094863 -0.00064582083940071503 -7.2481501429105376e-06 0.00072155025674260586 0.00090498405564787352
leaf_weight=0.0011395741120911627 0.0010558912910193083 0.0010158954727622861 0.0012816226463748621 0.0010936482703223461 0.0010602755893108226 0.0012290284644774887 0.0010593953394244029 0.0013199455551884268 0.001376993797227861 0.0011613050537179238 0.0010735816626995633 0.0010459259542332823 0.0013000434215016 0.001010498140839991 0.0010001480722174293 0.001010523758562254 0.0011162966007810804
leaf_count=930 76 121 209 286 119 403 78 115 360 83 251 101 89 246 192 85 166
internal_value=0 1.87852e-05 5.05515e-05 -7.92503e-06 3.48777e-05 -5.31921e-05 0.000382243 1.80013e-05 8.69513e-05 0.000167629 0.00025793 0.000693085 7.98907e-05 -9.58792e-05 8.42989e-05 0.000359031 0.000635167
internal_weight=0 0.019211 0.0181551 0.0168735 0.0157799 0.0125883 0.00319159 0.0113592 0.0100393 0.0086623 0.00760203 0.00220723 0.0053948 0.00409475 0.00308425 0.00201067 0.00213219
internal_count=3910 2980 2904 2695 2409 2044 365 1641 1526 1166 1047 184 863 774 528 277 287
is_linear=0
shrinkage=0.00181146


Tree=2946
num_leaves=16
num_cat=0
split_feature=403 124 12 13 48 43 16 133 2 14 48 49 1 13 15
split_gain=0.000142699 9.96214e-05 0.000134763 0.000112962 0.000128704 0.000135399 0.000125917 0.000126868 0.000117165 0.000266771 0.000163517 0.000124304 4.70927e-05 7.92149e-05 4.35288e-05
threshold=-1.0000000180025095e-35 0.0040150000000000003 0.10852500000000001 0.17936000000000002 0.12862000000000004 -0.10748499999999998 0.15737500000000001 0.085515000000000022 0.10325000000000002 -0.13131999999999996 0.086215000000000014 -0.0057999999999999987 0.088495000000000018 -0.0088749999999999992 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 10 -10 12 -11 13 -7 -14
right_child=1 -3 -4 -5 -6 6 -8 -9 9 11 -12 -13 14 -15 -16
leaf_value=-0.0006475637996518123 0.00076023118840906102 0.00057601247722885863 -0.0005854259587656284 -0.00054065155664464939 -0.00052105100888609869 0.00058974396188911653 -0.00035560157393884999 0.00062843450462101271 -0.00040476681339638392 0.00027425237513133458 -0.00061520349445491368 0.0011603797034967717 0.00013195061105880076 -1.8940964046472946e-05 -0.00038619445931339859
leaf_weight=0.001109814021935363 0.0010072175619705069 0.0010043388232052362 0.0012432840760583609 0.0010514595542892727 0.0011076069359093879 0.0011936141199494002 0.0019342505588753412 0.0015362240859548978 0.0010134083749260502 0.0010128280637333297 0.0014166997036996337 0.0010663884133621771 0.0010815003524287784 0.0017019735859367673 0.0010471525119252773
leaf_count=930 145 90 253 94 94 366 421 520 74 111 165 136 68 168 275
internal_value=0 2.12729e-05 -1.0722e-05 3.34651e-05 7.33928e-05 0.000120384 7.08254e-05 0.000145336 6.74903e-05 0.000357299 -7.16617e-05 0.000728729 8.16023e-05 0.00023197 -0.000122942
internal_weight=0 0.0184179 0.0174136 0.0161703 0.0151189 0.0140113 0.013004 0.0110698 0.00953357 0.00309262 0.00644094 0.00207922 0.00502424 0.00289559 0.00212865
internal_count=3910 2980 2890 2637 2543 2449 2304 1883 1363 321 1042 247 877 534 343
is_linear=0
shrinkage=0.00181146


Tree=2947
num_leaves=11
num_cat=0
split_feature=151 1 15 0 16 12 2 15 48 48
split_gain=3.71358e-05 6.23761e-05 7.38319e-05 6.58892e-05 0.000126548 7.96994e-05 5.67191e-05 8.79485e-05 9.9644e-05 6.30896e-05
threshold=0.079335000000000017 0.12730000000000002 0.088615000000000013 -0.077944999999999987 0.061570000000000007 0.092150000000000024 0.081110000000000015 -0.0089749999999999986 0.082070000000000018 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 8 -8 -10
right_child=-2 -3 -4 4 5 -7 7 -9 9 -11
leaf_value=-0.0053637769431580757 0.0045822088045647455 0.0040001224805936413 -0.0061224911273409267 0.0081312996356278262 -0.0064524459566301364 0.0027360689008360623 -0.0081893222608618501 0.005215831416562274 0.0053881883284558453 -0.0024477835970117033
leaf_weight=0.0019185487371618636 0.0010184684387095017 0.0017980969884841573 0.0015319814729288844 0.0014735361575574073 0.0010257116437309699 0.0013895889422805563 0.0012115247835294673 0.0013310489701974749 0.0010101158042387778 0.0017640309186959108
leaf_count=340 157 326 818 284 202 265 551 559 115 293
internal_value=0 -0.000357439 -0.000976534 -0.000267847 0.00235686 -0.00116604 -0.00167858 -0.00034877 -0.00220712 0.000405432
internal_weight=0 0.0144542 0.0126561 0.0111241 0.00388884 0.0024153 0.00723527 0.00531672 0.00398567 0.00277415
internal_count=3910 3753 3427 2609 751 467 1858 1518 959 408
is_linear=0
shrinkage=0.0250028


Tree=2948
num_leaves=17
num_cat=0
split_feature=124 12 52 15 158 0 47 1 0 3 15 52 2 2 15 3
split_gain=0.000143584 0.000126763 0.000130025 0.000217983 0.000153892 0.000140335 0.000167409 0.000147891 0.000207325 0.000141352 0.000197252 0.000132149 0.000105829 0.000104472 0.000104855 2.4807e-05
threshold=0.08919500000000001 0.10852500000000001 0.28122000000000008 -0.24219999999999997 0.084710000000000021 -0.077944999999999987 0.096175000000000024 0.094385000000000011 -0.18087499999999998 -0.084129999999999996 0.083935000000000023 -0.24456499999999998 0.096750000000000017 0.086545000000000025 -0.091024999999999981 -0.048154999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -9 -5 13 -7 -13 -11 -15 -14
right_child=-2 -3 -4 4 -6 11 -8 8 -10 10 -12 12 15 14 -16 -17
leaf_value=0.00076346854172000718 0.00068816489865080146 -0.00062630552124627657 -0.0006832130620775226 -0.00075696785285562205 -0.0007561031212734978 -0.00029818050128896308 -0.00084761057006948483 -0.00019953603052302608 0.00092878626067735082 -0.00066585935056642255 0.00055374356203883441 0.00078637250512456731 -6.9298120306681283e-05 0.0004136585624934893 -0.00043397699958202336 0.00035686675952824727
leaf_weight=0.0013575453458410892 0.0010037184805963507 0.0013473359193631558 0.0010170474318714094 0.0012879447178427558 0.001034131786399879 0.0011441517150664882 0.0010488494188796984 0.001189912172555263 0.001217560229802836 0.0015295326029671199 0.0014578184536493399 0.0017946225705390726 0.0010046939057949122 0.001081377177873764 0.0010758385985091892 0.0010143575095945823
leaf_count=247 76 312 316 707 313 266 167 73 137 156 309 355 109 123 157 87
internal_value=0 -5.72888e-05 -1.52926e-05 2.41142e-05 -3.90884e-05 1.08546e-05 -0.000121479 -3.53252e-05 0.000371104 -0.000187438 -4.48559e-05 0.000274807 0.000446711 -0.000281555 -9.07108e-06 0.000144804
internal_weight=0 0.0196027 0.0182554 0.0172383 0.0158808 0.0148467 0.00988883 0.00883998 0.00240747 0.00643251 0.00514457 0.00495783 0.00381367 0.00368675 0.00215722 0.00201905
internal_count=3910 3834 3522 3206 2959 2646 1829 1662 210 1452 745 817 551 436 280 196
is_linear=0
shrinkage=0.00192234


Tree=2949
num_leaves=14
num_cat=0
split_feature=4 39 3 151 52 51 49 2 43 2 0 0 1
split_gain=4.01932e-05 5.03255e-05 7.45604e-05 5.83248e-05 0.000107196 0.000110662 6.53738e-05 6.24906e-05 8.1336e-05 8.60833e-05 0.000153677 7.61929e-05 2.66212e-05
threshold=0.27020000000000005 0.096625000000000016 0.15165000000000003 -0.024429999999999997 0.11262000000000001 0.081825000000000009 -0.047309999999999998 0.10137500000000001 -0.074254999999999988 0.087995000000000004 -0.10131499999999999 -0.070894999999999986 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 8 11 10 -10 -5 -2
right_child=12 -3 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0076439041237166324 0.00027874282985556459 -0.0060267738185808958 0.0060746937342050977 0.0012646249589765618 -0.0090166516257107268 -0.0071913602829299771 -0.0013259180460340619 -0.00471252865872259 0.003239004101841165 0.0046124761824031654 -0.010771646302736061 0.010887693852283713 0.0059595376942465188
leaf_weight=0.0010363318728632354 0.0010422340437352406 0.0010107238405669414 0.0011504475769892339 0.0011431236573709608 0.0011208855468607089 0.0013677411439154555 0.0010783441619338346 0.0011173703498600866 0.0010061599234220168 0.0012681736198892593 0.001030844306373126 0.0010061462810446531 0.0011057237508653008
leaf_count=188 137 105 99 459 490 265 317 348 66 271 723 107 335
internal_value=0 -0.000555959 -0.00010734 -0.000743763 -0.00163386 -0.000591574 0.00306989 0.000781988 0.00190757 -0.000603754 -0.00385121 0.00576951 0.0032031
internal_weight=0 0.0133363 0.0123256 0.0111751 0.00906044 0.00793956 0.00211468 0.00657182 0.00545445 0.00330518 0.002037 0.00214927 0.00214796
internal_count=3910 3438 3333 3234 2729 2239 505 1974 1626 1060 789 566 472
is_linear=0
shrinkage=0.0255028


Tree=2950
num_leaves=16
num_cat=0
split_feature=403 52 1 48 14 1 47 43 16 133 48 3 133 4 0
split_gain=0.000112967 0.000128347 0.000116132 0.000134486 0.000106509 0.000253628 0.000239949 0.000131253 0.00015964 0.000118016 0.000133561 0.000145071 8.93311e-05 6.66253e-05 6.62871e-06
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.14000500000000002 0.11930500000000001 -0.13131999999999996 0.10113500000000002 0.096475000000000019 -0.15648499999999999 0.15737500000000001 0.083815000000000014 0.086215000000000014 0.084925000000000014 -0.085714999999999986 0.035895000000000003 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 14 -6 9 10 11 12 -9 -14 -7
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.00061446681949015351 -0.00062408988654195311 -0.00043890939109291708 0.0006733720483738056 -0.00059343221264626113 0.0005136807423623531 0.0010985784249834762 -0.00012923374735965667 0.00027789774898280534 -0.0007185384415951075 0.0004135283027984323 -0.00068038053946582646 0.00060776354351246733 -0.00065794519113531217 -2.1196466134594121e-05 0.00087974456922842927
leaf_weight=0.0010908811261347877 0.001070983503423782 0.0013799760311328244 0.0010756364451068512 0.0012174305287939715 0.0014755353193467982 0.0010312587385360719 0.0010821147176304224 0.0011107748492120246 0.0013354229445979799 0.0019293331412271724 0.0012927009027335068 0.0011591982945668988 0.0013843992508840745 0.0010817218983480287 0.0010149353544713496
leaf_count=930 372 122 160 108 142 149 80 302 118 528 156 60 383 59 241
internal_value=0 2.19856e-05 6.13663e-05 2.1457e-05 7.04566e-05 0.000121035 0.000602868 -1.8932e-05 -0.000103495 -2.86738e-07 -0.000132716 1.67676e-05 -0.000174762 -0.000378646 0.000990034
internal_weight=0 0.0186414 0.0175704 0.0164948 0.0152774 0.0138974 0.00312831 0.0107691 0.00929355 0.00795813 0.0060288 0.00473609 0.0035769 0.00246612 0.00204619
internal_count=3910 2980 2608 2448 2340 2218 470 1748 1606 1488 960 804 744 442 390
is_linear=0
shrinkage=0.00192234


Tree=2951
num_leaves=16
num_cat=0
split_feature=403 453 4 12 2 0 2 52 43 4 16 16 1 3 16
split_gain=0.000160587 0.000129731 0.000156421 0.000164543 0.000101028 0.00012171 0.000197202 0.000127548 0.000118706 0.00011099 0.000166158 9.19293e-05 0.000141665 9.0572e-05 5.51476e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 0.10371500000000002 0.114165 -0.089879999999999974 0.10113500000000002 0.089525000000000007 -0.074254999999999988 0.0057500000000000008 -0.057604999999999996 -0.50585499999999983 0.11198000000000001 -0.075679999999999983 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 7 8 13 14 -11 -4 -13 -7 -2
right_child=1 -3 11 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0006848770732187662 -0.00024092368549086344 -0.0006011050346331787 0.00068150570022974604 -0.00071769617196736188 0.00046742992258041099 8.9279066801063647e-06 -0.00060476954372262 0.0006644784357469893 -0.00029425990979201408 -0.00046016720344762901 0.0005456947106826721 -0.00037031167289458636 0.00048384350568656453 0.00074670284838801557 -0.00081153743221491163
leaf_weight=0.0011338225803609074 0.0010023134120819149 0.0010526667229697742 0.00169642888829734 0.0010895375350113033 0.0014411317305408596 0.0011991769855390318 0.0010568799564565981 0.0016877171866754338 0.0016822714292401503 0.0011348186091863777 0.0010262156242851761 0.0010631597555557388 0.0015901475808253506 0.0010024601300051945 0.0012475180583626745
leaf_count=930 138 96 194 262 194 425 187 306 347 107 51 94 242 83 254
internal_value=0 1.69259e-05 5.3231e-05 -4.25879e-05 1.63485e-05 -4.25378e-05 0.00011262 0.000248702 6.80296e-05 -0.000275704 1.74889e-05 0.000352161 0.00014159 0.000344855 -0.000557326
internal_weight=0 0.0189724 0.0179198 0.01357 0.0124805 0.0110394 0.00662851 0.00557163 0.00388391 0.00441087 0.00216103 0.00434974 0.00265331 0.00220164 0.00224983
internal_count=3910 2980 2884 2354 2092 1898 1348 1161 855 550 158 530 336 508 392
is_linear=0
shrinkage=0.00181146


Tree=2952
num_leaves=17
num_cat=0
split_feature=403 453 4 158 4 133 49 16 2 3 4 52 16 2 14 3
split_gain=0.000159463 0.000151673 0.000133706 0.000114671 0.000123229 0.000181321 0.000137924 0.00013813 0.000178515 0.000172966 0.000209904 0.000164179 0.000137011 9.70338e-05 9.54434e-05 2.59403e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.28937500000000005 0.083745000000000014 -0.51381999999999983 0.10304500000000001 0.11115500000000002 -0.008069999999999999 0.085255000000000011 -0.069909999999999986 0.0057500000000000008 -0.27466499999999994 -0.083564999999999987 0.086875000000000022 -0.40567999999999999 -0.082714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 12 -10 -11 -9 15 -13 -4 -6
right_child=1 -3 14 -5 5 -7 -8 11 9 10 -12 13 -14 -15 -16 -17
leaf_value=-0.00065883144409192471 -0.00053134584290004058 -0.00063016713707685545 0.00011387971319434162 -0.00056325015282838119 0.00063801639294085134 0.00080755910763200705 0.00067320692094412985 -0.00027238985736938794 -0.00093398243834403433 -0.00069973529455078431 0.00024257519345908431 5.3449250695539953e-05 -0.00033715412959222404 0.00073220734114313806 0.00088789223543681126 0.00024010330558499186
leaf_weight=0.0011126620886182199 0.0010474936482255436 0.0010283763281715421 0.0010001650535810189 0.001007650102097169 0.0010076717427277282 0.0010562680051567708 0.0010049947595363951 0.0013184654773457857 0.0012953292427070424 0.0013000146840956043 0.0017481749834437066 0.0010453216276269982 0.0011203800543544964 0.0018223323545260278 0.0010097497326793511 0.0010605671218913565
leaf_count=930 71 96 102 270 72 160 151 285 466 148 95 201 208 253 282 120
internal_value=0 3.30253e-05 7.12449e-05 1.64757e-05 5.58741e-05 0.000100513 4.18155e-05 -1.23347e-05 -0.000156078 -0.000390333 -0.000159308 0.000246305 0.000163022 0.000484785 0.000502731 0.000433972
internal_weight=0 0.018873 0.0178446 0.0158347 0.014827 0.0137795 0.0127233 0.0117183 0.00753214 0.00434352 0.00304819 0.00418612 0.00318862 0.00286765 0.00200991 0.00206824
internal_count=3910 2980 2884 2500 2230 2159 1999 1848 1109 709 243 739 400 454 384 192
is_linear=0
shrinkage=0.00177594


Tree=2953
num_leaves=13
num_cat=0
split_feature=484 15 3 12 1 12 1 42 52 13 2 49
split_gain=3.97944e-05 4.56235e-05 4.74976e-05 5.14765e-05 7.257e-05 8.42975e-05 8.63449e-05 5.93224e-05 0.000123459 7.82699e-05 7.03946e-05 0.000104394
threshold=-0.0043499999999999988 -0.24219999999999997 -0.15464999999999998 -0.036459999999999992 0.12864500000000004 0.10214500000000001 0.10915500000000002 0.091230000000000019 0.086950000000000013 -0.091849999999999987 0.085355000000000014 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 9 -5 -11 -12
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.0042230568541960839 0.0046708043646496817 0.0044899788174193002 -0.0045602152970465838 0.0072782163267166872 0.0050761378122780075 -0.0059852484782961365 -0.0055706777053709418 0.0057247065245451438 -0.0060564628956144059 0.0037371670097337277 0.0023980977405959909 -0.0069657522388948115
leaf_weight=0.0010432919636307195 0.0010734544383777011 0.0010330040620477312 0.0013486455760695288 0.001007426319775134 0.0012484445880214809 0.0012532064042082266 0.0011203849930744025 0.0011301994033716418 0.0012477531301827759 0.0017542250881051199 0.001210787161251677 0.0011388819861180921
leaf_count=612 291 200 299 117 91 313 131 405 492 402 120 437
internal_value=0 0.000265595 -8.48681e-05 -0.00046415 3.30137e-05 -0.000605347 0.000177742 0.0010377 0.000204675 0.00173312 0.000371902 -0.00214055
internal_weight=0 0.0145664 0.013493 0.01246 0.0111113 0.00986286 0.00860966 0.00748927 0.00635907 0.00511132 0.00410389 0.00234967
internal_count=3910 3298 3007 2807 2508 2417 2104 1973 1568 1076 959 557
is_linear=0
shrinkage=0.0222017


Tree=2954
num_leaves=17
num_cat=0
split_feature=4 13 147 48 48 52 130 133 160 474 15 4 150 16 3 1
split_gain=0.000184928 0.000222404 0.000146295 0.000194561 0.000231309 0.000189512 0.000126559 0.000291989 0.00022344 0.00036468 0.000320383 0.000334333 9.3068e-05 8.80339e-05 6.18787e-05 5.73628e-05
threshold=-0.51381999999999983 -0.45122499999999993 0.088295000000000012 0.12862000000000004 0.095825000000000007 -0.37613999999999997 -0.081969999999999987 -0.0056849999999999991 -1.0000000180025095e-35 0.084655000000000022 -0.106555 -0.0025899999999999994 0.086025000000000018 -0.022939999999999999 -0.084014999999999992 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 13 -10 14 15 -9 -12 -13
right_child=1 2 -4 -5 -6 6 7 8 10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00073501538160707276 0.00076007921172823205 -0.00081453435888480935 0.00066611926587634412 -0.00081939769079066092 0.00067324691652078815 0.00060864144466216759 -0.00078884467811385036 -0.00046830362299491688 0.0011603674896410844 0.00050058598350962368 0.00079342632923479748 0.00020175381622290994 -0.00079550752336999164 -0.0012568415405340952 0.00024768293672410203 -0.00038160699104225552
leaf_weight=0.0012043281471709423 0.0013635121388639168 0.001178947213317248 0.0010163039613946849 0.0011477761480277729 0.0015607769258230075 0.0010290731900588256 0.0017661537430521757 0.001007066352969167 0.0010852883443187959 0.001067968563580067 0.0014854020985045437 0.0010432735849545448 0.0010878670453818434 0.0010044540673136435 0.0014664925839480212 0.0014050024585071375
leaf_count=80 109 347 167 106 249 139 816 314 179 202 257 91 50 291 426 87
internal_value=0 2.57198e-05 -2.88419e-05 -6.95843e-05 -1.64196e-05 -9.00107e-05 -2.6494e-05 -7.91232e-05 3.85431e-05 -0.000389494 0.000212593 5.40536e-05 -0.00033683 -0.000862061 0.000522303 -0.000133022
internal_weight=0 0.0197154 0.0183518 0.0173355 0.0161878 0.014627 0.013448 0.012419 0.0106528 0.00307949 0.00757333 0.00648804 0.00353614 0.00201152 0.00295189 0.00244828
internal_count=3910 3830 3721 3554 3448 3199 2852 2713 1897 807 1090 911 228 605 683 178
is_linear=0
shrinkage=0.00188464


Tree=2955
num_leaves=11
num_cat=0
split_feature=11 48 0 42 133 43 4 51 3 0
split_gain=4.13189e-05 4.708e-05 0.000196652 5.29995e-05 9.52665e-05 9.28296e-05 9.1405e-05 6.42428e-05 7.97105e-05 3.07559e-05
threshold=0.079700000000000007 0.091555000000000011 -0.18901999999999997 0.086325000000000013 0.065880000000000008 -0.0037249999999999996 0.08734500000000002 -0.0055949999999999984 0.088060000000000013 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 -7 9 -9
right_child=-2 2 -4 6 -6 7 -8 8 -10 -11
leaf_value=-0.0057916945869163393 -0.0040582292785284104 -0.0042723029560442424 0.0081012621801140969 -0.0061043532485933923 0.0050253431841367196 0.0051770172426743926 0.0021313388931215134 0.004676369041020925 -0.0041134292628683261 -0.00061212767667610053
leaf_weight=0.0014429924504601507 0.0012077931905464913 0.0011226184967139119 0.0015939255241418102 0.0018098474255043595 0.0019145810154492715 0.0012490313569056711 0.0011180355640718399 0.0011977594086040066 0.0018900857726770527 0.0010657294051933872
leaf_count=592 254 62 378 1043 607 188 216 70 196 304
internal_value=0 0.000302402 0.00298786 -0.000321752 0.000559849 -0.000689063 -0.00295949 0.000673809 -0.000680361 0.00218636
internal_weight=0 0.0144046 0.00271654 0.0116881 0.00876018 0.0068456 0.00292788 0.00540261 0.00415357 0.00226349
internal_count=3910 3656 440 3216 1957 1350 1259 758 570 374
is_linear=0
shrinkage=0.0226458


Tree=2956
num_leaves=16
num_cat=0
split_feature=403 52 453 1 12 43 160 48 0 12 16 15 2 15 0
split_gain=0.00016717 0.000140359 0.000154615 0.000168325 0.000133024 0.000160956 0.000122937 0.000118259 0.000225706 0.000188974 0.000229166 0.00010575 0.000118414 8.5162e-05 0.000137468
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.10113500000000002 0.10214500000000001 -0.15648499999999999 -1.0000000180025095e-35 0.12738500000000003 -0.17106499999999999 -1.0000000180025095e-35 -0.077034999999999978 0.035895000000000003 0.088210000000000025 -0.029114999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -5 -10 -11 13 -13 14 -8
right_child=1 2 -4 7 -6 6 11 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.00066245345909351377 -0.00059235341699900022 0.00061674868132673144 -0.00060056553699194663 0.0011358482702307797 -0.00063327920621665795 -0.00051163279106293481 -0.00025543920731883505 -0.00019544025812787388 0.00089259617322456279 0.00053242772362373464 -0.00042431621384287672 -7.426224180246759e-05 0.00068514052323063307 -0.00047688756818232606 0.0005176310512619444
leaf_weight=0.0011334514544652152 0.0010507951758050088 0.001239503143889876 0.0010059116894227385 0.0011043737797373802 0.0010089718091487654 0.0014753619091798518 0.0017869271210040885 0.0010810941289891574 0.001031224729552571 0.0014457508810293504 0.0015976526928151589 0.0011756855459007509 0.0013228544195973968 0.0013913347296213804 0.0011435352434588978
leaf_count=930 372 89 86 93 200 678 115 89 286 151 158 254 131 132 146
internal_value=0 2.60075e-05 6.24906e-05 0.000102181 -3.20881e-05 3.15272e-05 -5.59137e-05 0.000328338 0.000437674 0.000248444 3.01793e-05 4.26665e-05 0.000327804 -0.000122179 4.6231e-05
internal_weight=0 0.018861 0.0178102 0.0168043 0.0105442 0.0095352 0.0082957 0.0062601 0.005179 0.00407463 0.0030434 0.00682034 0.00249854 0.0043218 0.00293046
internal_count=3910 2980 2608 2522 1745 1545 1456 777 688 595 309 778 385 393 261
is_linear=0
shrinkage=0.00174112


Tree=2957
num_leaves=17
num_cat=0
split_feature=147 484 403 52 48 1 1 2 15 2 4 0 3 16 2 12
split_gain=0.000140317 0.000140363 0.000142398 0.000177772 0.000149442 0.000179355 0.000171445 0.000165439 0.000133836 0.00012893 0.000181704 0.000214916 0.000147184 0.000115684 0.000142363 7.29177e-05
threshold=0.087265000000000023 -0.0043499999999999988 -1.0000000180025095e-35 -0.40083499999999994 0.12738500000000003 0.10113500000000002 0.092550000000000007 0.10274500000000002 -0.23033499999999998 0.095195000000000016 0.0057500000000000008 -0.077944999999999987 -0.080614999999999978 -0.083564999999999987 0.085255000000000011 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 9 15 -9 10 11 13 -11 14 -5 -7
right_child=-2 2 3 4 -6 7 -8 8 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.00066386672378628345 0.00065890602660203222 -0.00065856764964941281 -0.00072878598081193983 0.00060696611910181979 -0.00062240936633522885 0.00049152506255462937 -0.00068518201365026267 0.00036868343014362002 0.0013205894317406923 0.00025572972060446261 0.00085666457832808945 0.00074689946380404419 -0.00058277661466325608 -0.00060673588851077229 -0.00032803223862775581 -0.00014896859851556258
leaf_weight=0.0012530520652309944 0.0010335281846376712 0.0011348320859001252 0.0010293350269519634 0.001043854795220902 0.0010117111027478911 0.0010711803388117353 0.0011900204025376828 0.0010955853362243058 0.0010066528462890738 0.0012558940460001312 0.0013027837513669982 0.0012293719288907182 0.0018226063665872094 0.0013325378518339185 0.0012971925239773224 0.001537544669847124
leaf_count=588 191 858 320 118 83 161 159 162 133 95 100 100 208 382 159 93
internal_value=0 -5.35773e-05 -1.19282e-05 3.06711e-05 7.89356e-05 0.000125662 -1.17004e-05 0.000431072 0.000824502 7.46241e-05 0.000231049 6.48144e-05 -0.000240703 -0.000163447 8.88763e-05 0.000114027
internal_weight=0 0.0196142 0.0183611 0.0172263 0.0161969 0.0151852 0.0104743 0.00471096 0.00210224 0.00928424 0.00620574 0.00490296 0.0030785 0.00367359 0.00234105 0.00260873
internal_count=3910 3719 3131 2273 1953 1870 1321 549 295 1162 859 759 303 659 277 254
is_linear=0
shrinkage=0.00188464


Tree=2958
num_leaves=11
num_cat=0
split_feature=1 16 15 16 1 1 0 4 3 3
split_gain=4.10361e-05 7.27168e-05 0.000149445 0.000120451 4.48271e-05 6.23839e-05 7.16322e-05 0.000141058 5.79152e-05 8.48894e-05
threshold=0.10113500000000002 -0.072804999999999981 -0.017214999999999998 -0.27337499999999998 0.092730000000000021 0.088010000000000019 -0.084074999999999997 -0.00027999999999999998 -0.089604999999999976 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 7 -1 -8 -10
right_child=1 2 -4 -5 -6 -7 8 -9 9 -11
leaf_value=-0.0096306841532040628 -7.0807167053932063e-05 -0.004375494685381922 0.0055917552698504644 0.0087084779052744882 -0.004846345932439002 0.003425371938023222 0.0032596973538317037 -3.9441855549064283e-05 -0.006143785135696034 0.0023996514418058346
leaf_weight=0.0011420225165944134 0.0016179851932308167 0.0019876300877142627 0.0010452575314316278 0.0012704324919630692 0.0011474563715123684 0.0016142620051044533 0.0019500017715139289 0.0017970168281954794 0.0010505334704800223 0.0010680769226916595
leaf_count=827 333 313 203 138 291 307 326 386 687 99
internal_value=0 0.00136742 -0.000940371 0.00379065 -0.000883955 -0.000356616 -0.00122782 -0.00376631 0.000605901 -0.00183669
internal_weight=0 0.00592131 0.00303289 0.00288842 0.00976937 0.00862191 0.00700765 0.00293904 0.00406861 0.00211861
internal_count=3910 987 516 471 2923 2632 2325 1213 1112 786
is_linear=0
shrinkage=0.0213396


Tree=2959
num_leaves=13
num_cat=0
split_feature=133 3 50 47 4 12 43 3 4 48 4 1
split_gain=3.76609e-05 8.83391e-05 6.09442e-05 7.92305e-05 0.000102391 0.000105568 5.78879e-05 8.82753e-05 8.64125e-05 0.000116613 8.66733e-05 4.16482e-05
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 0.117025 0.24280000000000004 0.097510000000000013 -0.06705499999999999 -0.078669999999999976 -0.083534999999999984 0.086125000000000021 -1.0000000180025095e-35 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 10 -10 -6
right_child=-2 -3 -4 -5 11 -7 8 -9 9 -11 -12 -13
leaf_value=-5.6571991436671473e-05 -0.0044297607329592138 0.0069789508051314062 -0.0050745291714291083 -0.005982814609593972 0.0022830819265760279 -0.0075513541278959323 -0.0066557759913955699 0.0087791723256682823 0.0077639243730750233 -0.005030021553752124 -0.00074157530824558635 0.008968110082380687
leaf_weight=0.0015990600152149389 0.0010504970179777374 0.0010550594698933878 0.0013555563491523181 0.0010589007099420797 0.0010840577839637692 0.0010104474460709495 0.0011323848052764273 0.0011037850590375426 0.0014295038019055354 0.0013210219890642475 0.0013410343517970495 0.001068954365248679
leaf_count=580 545 183 549 110 146 285 357 260 395 126 151 223
internal_value=0 0.000281784 -0.000241434 0.000297824 0.000897502 -0.000235864 0.000696659 0.00355176 -0.000780557 0.000845475 0.00364697 0.00560215
internal_weight=0 0.0145598 0.0135047 0.0121492 0.0110902 0.00893724 0.00792679 0.00270285 0.00522394 0.00409156 0.00277054 0.00215301
internal_count=3910 3365 3182 2633 2523 2154 1869 840 1029 672 546 369
is_linear=0
shrinkage=0.0240319


Tree=2960
num_leaves=17
num_cat=0
split_feature=453 4 14 403 403 160 16 52 42 52 47 4 2 3 0 49
split_gain=0.00014658 0.000152293 0.00016976 0.000167133 0.000120277 0.000160402 0.000285539 0.000143939 0.000118012 0.000147628 0.000224656 0.000191821 0.00011642 0.000218851 0.000217577 0.000150812
threshold=1.0000000180025095e-35 0.28937500000000005 -0.41992499999999994 -1.0000000180025095e-35 0.09389500000000002 -1.0000000180025095e-35 -0.008069999999999999 0.14114500000000005 0.098285000000000011 -0.27466499999999994 0.094695000000000015 0.035895000000000003 0.10946500000000002 0.045635000000000002 -0.077944999999999987 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 8 9 -7 11 12 13 14 -11 -15
right_child=-2 2 -4 4 -6 7 -8 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.00074069828000039974 -0.00068909218810462235 -6.6269327926399453e-05 0.00097146657947804567 -0.0010905948792413339 -0.00057111490472401658 -0.00055046214649563034 0.00015192352661684853 0.00079058235813527639 0.00062161769814641165 -0.0001528055514731881 0.00092827775582553641 -0.00058803990339557975 0.00064813956375850391 4.9138652712053097e-05 0.00086050568254037916 -0.00095853906012799775
leaf_weight=0.0010744821620950638 0.0010398304367232871 0.0010125598171074508 0.0011486968348280438 0.0010752536339732116 0.0011234506074604403 0.0013586709588526919 0.0015297089539398293 0.0010719684649560532 0.0012329638410427226 0.0014837742058933605 0.0010000946477319306 0.0015307278224763743 0.0012424389391015693 0.0010232021470937269 0.0014116659431029608 0.0010051596454170308
leaf_count=907 99 95 309 531 287 324 342 88 133 325 78 93 83 39 144 33
internal_value=0 2.30482e-05 0.000485282 -3.51569e-05 1.19615e-05 5.57323e-05 -0.000360952 0.000143547 8.21049e-05 1.59536e-05 0.00010444 -2.60409e-06 0.000142726 1.51939e-05 0.000341232 -0.000450219
internal_weight=0 0.0193248 0.00216126 0.0171636 0.0160891 0.0149656 0.00260496 0.0123607 0.0112887 0.0100557 0.00869706 0.00769697 0.00616624 0.0049238 0.00289544 0.00202836
internal_count=3910 3811 404 3407 2500 2213 873 1340 1252 1119 795 717 624 541 469 72
is_linear=0
shrinkage=0.00184769


Tree=2961
num_leaves=12
num_cat=0
split_feature=11 0 12 0 42 1 133 52 1 2 0
split_gain=3.58936e-05 5.22832e-05 8.38501e-05 7.25381e-05 0.000101806 0.000119077 0.000140597 8.64009e-05 0.000114574 0.000169782 9.36288e-05
threshold=0.079700000000000007 -0.017269999999999997 0.084380000000000024 -0.053834999999999994 0.091230000000000019 1.0000000180025095e-35 0.083815000000000014 1.0000000180025095e-35 0.11183500000000002 0.089910000000000004 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 9 10 -7
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.010385667931345736 -0.0037763557444033219 0.0077089215323137405 -0.00045459323920246219 -0.006160824033546515 0.0050110190107841438 -0.0074589524381650299 0.00089080315096537878 0.0056630524677122361 -0.0061660835455251044 0.0073082818599816812 0.001736249299902739
leaf_weight=0.0012508343849976411 0.0012109979982347823 0.0011634812977386827 0.0014486169899763854 0.0010105719988175105 0.0018551326756145988 0.0010487718611176258 0.0010372152986406545 0.0014230272714570759 0.0014022964878001778 0.0015078744975528385 0.0012385113627184517
leaf_count=846 254 242 90 198 694 74 612 227 184 152 337
internal_value=0 0.000283158 0.0031816 -0.000359858 0.00018478 -0.000820247 -0.00527383 0.00071892 -0.000634749 0.00140906 -0.00247996
internal_weight=0 0.0143863 0.0026121 0.0117742 0.0107637 0.00890853 0.00228805 0.00662048 0.00519745 0.00379516 0.00228728
internal_count=3910 3656 332 3324 3126 2432 1458 974 747 563 411
is_linear=0
shrinkage=0.0226458


Tree=2962
num_leaves=16
num_cat=0
split_feature=403 453 52 1 3 49 14 48 0 15 4 16 16 0 12
split_gain=0.000141045 0.000152737 0.000129122 0.000132277 0.000120856 0.000112504 0.000111827 0.000165427 0.000350509 9.26628e-05 8.90087e-05 0.000121596 7.49159e-05 7.80446e-05 0.000195359
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.40083499999999994 0.10113500000000002 -0.15464999999999998 -0.085974999999999982 -0.24487499999999998 0.12738500000000003 -0.13870499999999999 -0.017214999999999998 0.15045000000000003 -0.094359999999999986 -0.083144999999999983 -0.087899999999999992 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 8 -8 -10 11 -7 -13 -14 -15
right_child=1 -3 3 6 5 10 7 -9 9 -11 -12 12 13 14 -16
leaf_value=-0.00067119169490483064 -0.00059164077317117145 -0.00068523540614550858 0.00057903173904654893 -0.0001954299243300567 -0.00066229694065000086 -0.00057344896448663178 0.0014316731329183257 -0.00023357528694565455 -7.0586143057863168e-05 0.00066549772069533547 0.00049507829081229106 0.00041248458498027149 0.00020738145536161793 -0.00093791906462506935 0.00013065360799088479
leaf_weight=0.0011312297464408363 0.001027476650335135 0.0010455084073925916 0.0010345630846371719 0.0012003705121573531 0.001112666288233268 0.0015086612420912955 0.0012774652796413172 0.0010031285637301934 0.0015318669449877818 0.0010066132712064951 0.0010276768261139324 0.0013694569092914249 0.0017868471207697916 0.001030704826856558 0.0014806885978579602
leaf_count=930 362 96 84 126 122 265 171 88 293 99 86 177 256 422 333
internal_value=0 1.43908e-05 5.64334e-05 9.71086e-05 -3.20784e-05 -9.99385e-05 0.000319263 0.000447467 0.000626498 0.000221302 -2.3669e-05 -9.79552e-05 2.86145e-05 -9.36898e-05 -0.000307901
internal_weight=0 0.0184437 0.0173982 0.0163707 0.0103513 0.0093167 0.00601944 0.00481907 0.00381595 0.00253848 0.00820404 0.00717636 0.0056677 0.00429824 0.00251139
internal_count=3910 2980 2884 2522 1745 1661 777 651 563 392 1539 1453 1188 1011 755
is_linear=0
shrinkage=0.00188464


Tree=2963
num_leaves=12
num_cat=0
split_feature=133 3 484 43 457 43 0 42 133 12 3
split_gain=3.5234e-05 8.01762e-05 6.20288e-05 5.37907e-05 9.20369e-05 8.11731e-05 9.99397e-05 0.000115409 7.61929e-05 7.0539e-05 4.79227e-05
threshold=0.10681500000000001 0.16699000000000003 0.088645000000000015 -0.06705499999999999 0.082870000000000013 -0.079999999999999974 -0.017269999999999997 0.083215000000000011 -0.088019999999999987 0.083325000000000024 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 7 -1 -5 10 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0077845289917218095 -0.0042716831250139671 0.0066708938185677568 -0.0058474978492031706 0.0026795618983760229 0.0042227246245808477 0.0082690548172423099 0.0070597503529400861 0.0021659747924010651 0.00096433318112616945 -0.0082118978752001269 -0.0049176539334394899
leaf_weight=0.0011008398428215022 0.0010572974719741937 0.0010492033915608422 0.0010456996809282875 0.0013411829156927705 0.001536965094982099 0.0010131948378490326 0.0010241074900386189 0.0017327599843126238 0.001683699292094019 0.0014536653589292486 0.0015240833097346362
leaf_count=343 545 183 278 480 137 329 120 542 179 628 146
internal_value=0 0.000272412 -0.000226489 0.000247133 -0.00102455 0.00221554 0.000625641 -0.00169975 -0.0023681 -0.0038204 -0.00183032
internal_weight=0 0.0145054 0.0134562 0.0124105 0.0075396 0.0048709 0.00385771 0.0028336 0.00600263 0.00466145 0.00320778
internal_count=3910 3365 3182 2904 1570 1334 1005 885 1433 953 325
is_linear=0
shrinkage=0.0240319


Tree=2964
num_leaves=12
num_cat=0
split_feature=4 158 156 124 3 47 2 2 16 16 13
split_gain=3.71931e-05 5.06742e-05 7.48295e-05 7.56155e-05 0.000170264 0.000118732 9.87365e-05 0.00013486 0.000122156 7.80603e-05 6.08603e-05
threshold=0.28937500000000005 1.0000000180025095e-35 0.084090000000000012 -0.013479999999999999 0.10420500000000001 0.09550500000000002 0.095195000000000016 0.086650000000000019 -0.083564999999999987 -0.090494999999999978 -0.23438999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -9 -6
right_child=-2 -3 -4 4 10 -7 -8 9 -10 -11 -12
leaf_value=-0.0051500585800704811 0.0028070213463831234 -0.0049800204591589304 -0.0051520756667150129 0.00068189901008288355 0.010352561453094076 0.0059190152581665737 -0.0058886700075311098 0.0084291289964551694 -0.0087023840241220729 0.00040527072269906026 0.0031210571612519241
leaf_weight=0.0010163449428585896 0.0019182200237669285 0.001068800720092568 0.0012246485304013227 0.0015628519480444217 0.0010096407959586107 0.0011980841230367217 0.0017977001670900208 0.0010124833825559294 0.0011340590175721826 0.001327695057045144 0.0012147959985835408
leaf_count=150 426 413 463 384 82 209 508 151 576 488 60
internal_value=0 -0.000431044 -4.20351e-05 0.000513065 0.00107419 -0.000401533 -0.00150947 5.34275e-05 -0.00326422 0.00387681 0.00640334
internal_weight=0 0.0135671 0.0124983 0.0112737 0.0102573 0.00803287 0.00683479 0.00503709 0.00269691 0.00234018 0.00222444
internal_count=3910 3484 3071 2608 2458 2316 2107 1599 960 639 142
is_linear=0
shrinkage=0.0217664


Tree=2965
num_leaves=13
num_cat=0
split_feature=151 15 0 16 15 4 12 3 1 4 150 15
split_gain=3.73687e-05 5.69789e-05 6.20822e-05 0.000109879 0.000111218 0.000137773 7.32089e-05 5.56675e-05 4.05473e-05 0.000119382 6.21196e-05 8.68879e-05
threshold=0.079335000000000017 0.091915000000000011 -0.077944999999999987 -0.053084999999999993 -0.038029999999999987 -0.49837999999999999 0.090480000000000019 -0.083144999999999983 0.085990000000000011 -0.0010999999999999996 0.090145000000000017 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 -1 -9 -10 11 -11
right_child=-2 -3 3 4 5 -7 -8 8 9 10 -12 -13
leaf_value=0.004356648585869329 0.0042174968528918113 -0.0053577401927815821 0.0089048757215595131 -0.0057203628550885222 -0.0037371862208578892 0.0067695559178525405 -0.006863870771509851 -0.0046063925222425799 0.0062888625459812837 0.00044660139452354245 0.0024961966698420221 -0.0082615520412241423
leaf_weight=0.0011449053888566742 0.0010318062062355622 0.0011111564613727346 0.0010149609251027215 0.0011355443879110935 0.0010650626313922877 0.0017767062797033216 0.0010423834681783746 0.0014239288035738824 0.0011541349240830777 0.0011285491435276715 0.0010251585599662105 0.0013339354175572389
leaf_count=722 157 609 282 377 154 168 440 500 159 152 85 105
internal_value=0 -0.000333573 8.79082e-05 0.00212119 0.000390075 0.00283175 -0.00114203 -0.000314869 -0.00119662 -0.000150626 -0.00228159 -0.00427063
internal_weight=0 0.0143564 0.0132453 0.00499227 0.00397731 0.00284177 0.008253 0.00721061 0.00606571 0.00464178 0.00348764 0.00246248
internal_count=3910 3753 3144 981 699 322 2163 1723 1001 501 342 257
is_linear=0
shrinkage=0.0230987


Tree=2966
num_leaves=15
num_cat=0
split_feature=403 52 1 14 3 1 16 49 1 2 0 3 4 13
split_gain=0.000144037 0.000116806 0.000103521 0.000126551 0.000128473 0.000101995 0.000191329 0.000145026 0.000140517 0.000130138 0.000107497 0.000117478 0.00016689 0.000101739
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.14000500000000002 -1.0000000180025095e-35 -0.15464999999999998 0.094385000000000011 -0.27337499999999998 -0.084114999999999981 0.11215000000000001 0.095195000000000016 -0.07773999999999999 0.084925000000000014 0.018480000000000003 -0.10241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6 -8 10 11 12 -9 -11
right_child=1 2 -4 4 5 6 8 9 -10 13 -12 -13 -14 -15
leaf_value=-0.00065003905443571325 -0.00056701720895215349 -0.00047832879907583017 0.00061890955934539829 0.00064138104213586284 -0.00072210632907655748 -0.00024364376140178579 0.00089751331389276233 -0.00050641047579311942 0.00011412888588611951 8.3516997164675421e-06 0.00065586861141922676 0.00047287699808043791 0.00038641730548794116 -0.00076008845721381956
leaf_weight=0.0011146487943851846 0.001045406922881016 0.0015072168863634284 0.0010112370142135443 0.001197867622151713 0.0010607077766564684 0.0017320363283698562 0.0015276233530056803 0.0018865891444151952 0.0014785480170582919 0.0011441172615914708 0.0010855209989567051 0.0012935613244176025 0.0010804309296700704 0.0011176284385124805
leaf_count=930 372 140 160 121 113 226 255 813 148 39 126 49 92 326
internal_value=0 2.08124e-05 5.67009e-05 2.14147e-05 7.29889e-05 2.22041e-05 0.000235914 -9.46088e-05 0.000512215 -7.12132e-06 0.000146979 1.73225e-05 -0.00018129 -0.000371369
internal_weight=0 0.0181685 0.0171231 0.0161118 0.0146046 0.0134068 0.00473821 0.00866856 0.00300617 0.00760785 0.0053461 0.00426058 0.00296702 0.00226175
internal_count=3910 2980 2608 2448 2308 2187 629 1558 403 1445 1080 954 905 365
is_linear=0
shrinkage=0.00181146


Tree=2967
num_leaves=16
num_cat=0
split_feature=453 4 14 151 160 16 133 47 42 133 4 457 16 12 2
split_gain=0.00012784 0.000133829 0.000146957 9.18939e-05 9.25173e-05 0.000252857 0.000249262 0.000159904 0.000169791 0.000192834 0.000173484 0.000269187 0.000151711 0.000104285 6.19864e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.41608999999999996 -0.088294999999999985 -1.0000000180025095e-35 -0.004514999999999999 -0.0023199999999999996 0.09550500000000002 0.083725000000000008 0.084760000000000016 -0.0025899999999999994 0.088175000000000017 0.15737500000000001 0.088325000000000015 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 13 8 10 -10 12 14 -8 -6 -12
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.0004783973528770881 -0.00063878895725852283 -4.1651072572168833e-05 0.00092403240813306324 -0.0010452513120156593 -0.0009934968541686893 0.00010995478536549319 0.00049503191240829675 0.00060890854470375207 0.00083787666572048567 -0.00016950687650684712 -0.0011578437571080201 0.00022397445786795755 -0.0003330700778943117 -0.00017829386481539627 -0.00052532909222672707
leaf_weight=0.0010793730898603021 0.001010867763918454 0.001002083666385746 0.0010684678505692843 0.0010863275363188034 0.001019427428400407 0.0014538308598556161 0.0018049205992582253 0.0017404260082636283 0.0014455555598600414 0.0010964733527646341 0.0010306198871363808 0.0012437566916391196 0.0012143878704600035 0.0010405101871247971 0.0010033827508025006
leaf_count=232 99 98 306 597 388 335 367 128 181 383 86 37 168 410 95
internal_value=0 2.29284e-05 0.000456671 -3.23079e-05 -6.86224e-05 -0.000384082 -5.22435e-06 0.000107026 8.20461e-06 0.000403354 -0.000151311 -0.000439884 0.000161963 -0.000581724 -0.000845821
internal_weight=0 0.0183295 0.00207055 0.016259 0.0151796 0.00254016 0.0126395 0.0105795 0.0088391 0.00254203 0.00629707 0.00327776 0.00301931 0.00205994 0.002034
internal_count=3910 3811 404 3407 3175 932 2243 1445 1317 564 753 218 535 798 181
is_linear=0
shrinkage=0.00181146


Tree=2968
num_leaves=13
num_cat=0
split_feature=484 474 160 133 0 51 12 15 133 2 4 0
split_gain=3.62076e-05 4.298e-05 7.85051e-05 0.000107326 8.09914e-05 9.62241e-05 6.66511e-05 8.46058e-05 9.24236e-05 9.27567e-05 6.51669e-05 3.54302e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090054999999999982 -0.15713499999999997 0.077145000000000005 0.10595000000000002 0.088345000000000021 0.087035000000000015 0.08400500000000001 0.015635000000000003 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 6 7 8 9 -6 -5 -11
right_child=1 -3 3 4 5 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0043684223995667229 -0.0052841309433738059 0.0049107344209907535 -0.0063398223449886897 -0.007199554866691639 -0.00097362956143382516 0.0093719096973447092 -0.003971706622291701 0.0083369242968473617 -0.0051924105030506911 0.0095982179624211628 0.0008596575206925197 0.0032448427361735062
leaf_weight=0.0010374535560315193 0.0014934529751492844 0.0010714390901213301 0.0011718468536375164 0.0010153101616380096 0.0019355822044036636 0.001015374209363918 0.0011013181187789871 0.0011465175408335443 0.0010623778462163173 0.0010010849892116717 0.0013498030323356221 0.0010269252988523217
leaf_count=612 556 318 420 59 280 259 178 326 296 252 115 239
internal_value=0 0.000280143 -9.23452e-05 0.000563295 0.00132256 0.00244178 0.00147438 0.00244609 0.00110227 0.00278947 -0.00260005 0.00638105
internal_weight=0 0.014391 0.0133196 0.0118261 0.0106543 0.00828918 0.00727381 0.00617249 0.00502597 0.00396359 0.00236511 0.00202801
internal_count=3910 3298 2980 2424 2004 1830 1571 1393 1067 771 174 491
is_linear=0
shrinkage=0.0240319


Tree=2969
num_leaves=12
num_cat=0
split_feature=48 48 51 4 0 15 1 16 0 42 15
split_gain=3.71908e-05 9.62021e-05 7.53388e-05 9.98329e-05 8.08875e-05 5.03801e-05 0.000172172 6.78841e-05 8.18848e-05 5.36392e-05 4.4841e-05
threshold=0.11930500000000001 0.097140000000000018 0.08955500000000001 0.27020000000000005 -0.22384499999999996 -0.0063699999999999989 0.092385000000000009 0.15737500000000001 -0.077944999999999987 0.060615000000000009 -0.099824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -7 -8
right_child=-2 -3 -4 -5 5 7 10 -9 -10 -11 -12
leaf_value=0.0071391496232570042 -0.0049778936429403717 0.0088345813322494166 -0.0065241573295885015 0.0084023232063130844 -0.013199984618252742 -0.0044789159571604308 0.0050354881942110599 -0.004566391628643072 0.0073160943384110123 0.0034982212260848537 -0.0031245078708422068
leaf_weight=0.0010519435559464023 0.0011602865403049474 0.0010273512192432695 0.0014260109897686968 0.0011765777949148985 0.0011325263566181847 0.0015065478414506106 0.0010070391425308078 0.001706361282886544 0.0016202788942630332 0.0012911935395267804 0.0012388306802742447
leaf_count=65 161 212 367 388 799 512 58 200 454 490 204
internal_value=0 0.000370182 -0.000290736 0.000466974 -0.000417611 -0.00125413 -0.00406972 0.000299031 0.00217819 -0.000797365 0.000534402
internal_weight=0 0.0141847 0.0131573 0.0117313 0.0105547 0.00950278 0.0033784 0.00612438 0.00441802 0.00279774 0.00224587
internal_count=3910 3749 3537 3170 2782 2717 1061 1656 1456 1002 262
is_linear=0
shrinkage=0.0287203


Tree=2970
num_leaves=12
num_cat=0
split_feature=41 3 457 156 1 49 16 15 15 0 16
split_gain=3.53479e-05 5.22048e-05 4.93996e-05 5.01927e-05 6.48898e-05 0.000106573 7.00377e-05 7.86927e-05 5.58705e-05 6.65007e-05 2.96807e-05
threshold=0.075585000000000013 -0.10628499999999998 -0.0034949999999999994 0.084090000000000012 0.085990000000000011 -0.047309999999999998 -0.014099999999999998 0.087010000000000018 -0.10469999999999999 -0.084154999999999994 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 6 -6 7 -4 -7 -10 -1
right_child=-2 2 3 -5 5 8 -8 -9 9 -11 -12
leaf_value=0.0073059718284383081 -0.0046101567857484487 -0.0056021681000207445 -0.0096433071337401616 -0.0050511664326418435 0.0091368329926712934 -0.0031313520518001011 0.0020111782015353324 0.00033981360174433666 0.0068595372577921494 -0.00086998876589833936 0.0011155815720580524
leaf_weight=0.0010122260277419474 0.001060222991244991 0.0010988608387227086 0.0011460410737540163 0.001114561342294808 0.0012777004649931123 0.001684083613512263 0.0017598314310395043 0.001000932706501095 0.001427505444723864 0.0015944246310070809 0.0010868244598085256
leaf_count=156 221 299 662 390 200 295 449 428 156 455 199
internal_value=0 0.000313688 -0.000343064 0.000182059 0.000771791 0.00247431 -0.00183581 -0.00498911 0.000665412 0.0027813 0.00410078
internal_weight=0 0.014203 0.0121039 0.0110051 0.00989052 0.00598371 0.00390681 0.00214697 0.00470601 0.00302193 0.00209905
internal_count=3910 3689 3334 3035 2645 1106 1539 1090 906 611 355
is_linear=0
shrinkage=0.0260129


Tree=2971
num_leaves=10
num_cat=0
split_feature=4 151 1 15 49 0 52 13 2
split_gain=3.42689e-05 4.0439e-05 8.8907e-05 5.28417e-05 7.41875e-05 0.000117664 9.3863e-05 9.00828e-05 7.71454e-05
threshold=0.27608500000000008 -0.024429999999999997 0.088385000000000005 -0.10312999999999999 -0.053904999999999988 -0.10071499999999999 0.083750000000000005 -0.0019849999999999994 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -7 -8
right_child=-2 3 -4 4 5 6 8 -9 -10
leaf_value=-0.0029249050579673022 0.0028424950101899739 -0.0054872798248822531 0.0061257454761111637 -0.0046484329537758778 0.0054682160609537773 -0.00055290403443946669 0.0049113063487241935 -0.008554628519999375 -0.0030777323997596365
leaf_weight=0.0010048946773425797 0.0019427171741790367 0.0012593690484812474 0.0013666838853063235 0.0018249427536454641 0.0019326810288164669 0.0018105660922709418 0.0017577521650932407 0.0012823313898640098 0.0010186327749403291
leaf_count=310 441 267 246 205 202 904 805 388 142
internal_value=0 -0.000442435 0.00229077 -0.00103786 -0.000455802 0.000524888 -0.00110289 -0.00387046 0.00198019
internal_weight=0 0.0132579 0.00237158 0.0108863 0.00962691 0.00780196 0.00586928 0.0030929 0.00277638
internal_count=3910 3469 556 2913 2646 2441 2239 1292 947
is_linear=0
shrinkage=0.0230987


Tree=2972
num_leaves=12
num_cat=0
split_feature=484 48 4 12 3 150 12 3 43 0 16
split_gain=3.34578e-05 4.17933e-05 9.28197e-05 7.57536e-05 8.4131e-05 9.57215e-05 7.36367e-05 8.51712e-05 0.000174744 6.92527e-05 6.38521e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.094045000000000004 -0.084129999999999996 -0.07526999999999999 -0.065204999999999985 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -5 -10
right_child=1 -3 -4 4 -6 -7 -8 8 10 -11 -12
leaf_value=-0.0040544017361862673 -0.0052770094678624545 -0.0041995782827110289 0.0064090803851580957 -0.0058123428346050533 0.0054214355866975235 -0.0061496756473971986 -0.0035699499648127095 0.012269790719067272 -0.002300126669011067 0.0025596596187462501 0.0047450666579085766
leaf_weight=0.0010229718809607888 0.0013048352730333944 0.0010336722664071414 0.001329820850341462 0.0010943138434721935 0.0016446266985213906 0.0012650434783645272 0.0016654863249870111 0.0010036978359892535 0.0014598177684335186 0.0010171914828695544 0.0012954981651287925
leaf_count=612 261 137 368 617 117 205 669 238 409 84 193
internal_value=0 0.000271716 0.00062506 -2.95257e-05 0.000625971 -0.000270144 0.000716833 0.00193301 0.00401824 -0.00177923 0.00101239
internal_weight=0 0.014114 0.0130803 0.0117505 0.0104457 0.00880105 0.00753601 0.00587052 0.00375901 0.00211151 0.00275532
internal_count=3910 3298 3161 2793 2532 2415 2210 1541 840 701 602
is_linear=0
shrinkage=0.0230987


Tree=2973
num_leaves=11
num_cat=0
split_feature=11 3 124 0 1 47 13 52 4 2
split_gain=3.35986e-05 4.81465e-05 4.44773e-05 6.602e-05 9.80414e-05 0.000123896 9.98531e-05 0.000121775 5.55439e-05 2.28038e-05
threshold=0.079700000000000007 -0.10628499999999998 -0.048219999999999992 -0.053834999999999994 0.12263000000000002 0.09252500000000001 -0.084184999999999996 -0.07125999999999999 0.0057500000000000008 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9 -5
right_child=-2 2 3 9 -6 -7 7 8 -10 -11
leaf_value=0.0037156383517628435 -0.0038555506523251185 0.0042822821860315531 -0.0048790322891888544 -0.006978948688796581 0.0069822638828012529 -0.007795159449952193 -0.0030651662707355744 0.0021285403806727671 0.0082491038347584089 -0.0020176112297858049
leaf_weight=0.0019711997894492446 0.0011681819242319738 0.0010876239280634492 0.001472747467969885 0.0010352833756646369 0.0010358327540752029 0.0011712516559663905 0.0016970524794190228 0.0019855857716876203 0.001405765760878593 0.001021857534833545
leaf_count=271 254 309 705 153 157 244 314 1089 231 183
internal_value=0 0.000304851 -0.000259519 -0.000715833 0.000175376 -0.000736474 0.000523594 0.00208729 0.00466561 -0.00451447
internal_weight=0 0.0138842 0.011913 0.0108254 0.00876824 0.0077324 0.00656115 0.0050884 0.00339135 0.00205714
internal_count=3910 3656 3385 3076 2740 2583 2339 1634 1320 336
is_linear=0
shrinkage=0.0235607


Tree=2974
num_leaves=13
num_cat=0
split_feature=150 151 151 159 4 43 4 0 16 13 16 2
split_gain=3.21883e-05 9.89655e-05 7.2814e-05 7.15509e-05 7.51438e-05 7.6564e-05 0.00013179 0.000116544 9.85239e-05 0.000116689 9.71877e-05 0.000151832
threshold=0.084800000000000014 -0.051109999999999996 -0.03268999999999999 -0.034019999999999988 0.27608500000000008 -0.074254999999999988 -1.0000000180025095e-35 -0.10209999999999998 0.24895000000000003 -0.0030249999999999995 0.20277000000000003 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 8 10 -8 9 -5 11 -7
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0060499175612119876 0.0082529219908026256 -0.0018577160736858301 -0.0061889992188897507 0.0056065804959774309 0.0074206587818104143 -0.0026174991627435718 -0.012623041990636999 -0.00059224261257838449 0.0096155799917288926 -0.0057047064744074468 -0.0053700428883611002 0.010086673579196652
leaf_weight=0.0013920346786395312 0.0011240118149160078 0.0014316384215017634 0.0010512173595313814 0.0012423369387822691 0.0010046102581733963 0.001171208177017543 0.0010866886756043248 0.0010108365434078385 0.001040402728203221 0.0011351793281394228 0.0010132422085961201 0.0012811263580229399
leaf_count=363 275 183 474 342 285 671 130 216 171 266 202 332
internal_value=0 0.00258909 -0.000553533 0.000139704 0.000805946 6.60291e-05 -0.00177967 -0.00682518 0.00307014 0.000205844 0.00127411 0.0040193
internal_weight=0 0.00255565 0.0124289 0.0110368 0.00998563 0.00898102 0.0055631 0.00209753 0.00341792 0.00237752 0.00346558 0.00245233
internal_count=3910 458 3452 3089 2615 2330 1551 346 779 608 1205 1003
is_linear=0
shrinkage=0.0255028


Tree=2975
num_leaves=15
num_cat=0
split_feature=403 124 12 48 47 4 160 1 52 15 2 0 16 4
split_gain=0.000156293 8.9559e-05 0.000103575 0.000111525 0.000102821 0.000192985 0.000284845 0.000239451 0.000123019 7.92455e-05 6.65779e-05 0.00014068 0.000121855 4.41867e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10852500000000001 0.12862000000000004 0.086425000000000016 0.015635000000000003 -1.0000000180025095e-35 0.079355000000000023 -0.089799999999999977 -0.10312999999999999 0.095195000000000016 -0.077944999999999987 -0.088144999999999987 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 -2 -6 11 12 13 -10
right_child=1 -3 -4 -5 9 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0007116918791033901 -0.00050234480839138351 0.00055755481485220853 -0.0005391727053520015 -0.00055567769890867537 -0.00062624703418926754 -0.00027172847253907032 0.00025456933926450381 0.0014110487380017205 0.00023771301082952897 2.95722243887807e-05 -0.00019204864592329348 0.00078175916837089484 -0.00038404626248819316 0.00041096978808189815
leaf_weight=0.0010415257277410521 0.0014205462476027959 0.0010159607050345956 0.0011631339110365754 0.0010232620468053353 0.0011234815766717116 0.0011014705433265593 0.0011684341785647972 0.0012816901538034943 0.0010059888781377875 0.0014292204739990715 0.0019038481017089812 0.0011390535800037513 0.0014114041777741715 0.0010041666834628166
leaf_count=930 458 96 253 94 137 209 129 226 154 184 241 200 518 81
internal_value=0 2.54243e-05 -7.99764e-06 3.31564e-05 7.62273e-05 0.000151066 0.000508694 0.000859538 -1.00185e-05 -0.000259063 9.81688e-05 0.000219321 3.20831e-05 0.000324263
internal_weight=0 0.0171917 0.0161757 0.0150126 0.0139893 0.0114366 0.00355159 0.00245012 0.00788501 0.0025527 0.00646446 0.00456061 0.00342156 0.00201016
internal_count=3910 2980 2884 2631 2537 2216 564 355 1652 321 1194 953 753 235
is_linear=0
shrinkage=0.00184769


Tree=2976
num_leaves=15
num_cat=0
split_feature=403 403 48 48 1 2 2 14 12 133 15 42 13 2
split_gain=0.000125264 0.000115331 0.0001283 0.000117094 0.000140699 0.000202845 0.00019843 0.00041814 0.00014857 0.000101797 0.00010171 6.36916e-05 5.76791e-05 0.000115442
threshold=-1.0000000180025095e-35 0.09389500000000002 0.12862000000000004 -0.084204999999999988 0.10498500000000001 0.10393500000000001 0.10488500000000002 -0.10523499999999998 0.089745000000000005 0.083815000000000014 -0.038029999999999987 0.083215000000000011 -1.0000000180025095e-35 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 10 -8 9 12 -6 -10 -5 -14
right_child=1 -3 -4 4 6 -7 7 -9 11 -11 -12 -13 13 -15
leaf_value=-0.00062922431725615739 -0.00050278400811322498 -0.0005578708957129331 -0.00054103100606468801 -0.00050576152992666264 -0.00023212243552016314 -0.0005144285662234293 -8.0773834440328487e-05 0.0014970460662907877 0.00021551699131135374 0.00047650791380271572 0.00049647742388386697 0.00084129215954366072 0.00032413864771716172 -0.00033846056813281505
leaf_weight=0.0010443303970624407 0.0010029984248405835 0.0010781647237700772 0.0011119255999611768 0.0010516553396842784 0.0016089544015953612 0.001931047783502512 0.001002423167035334 0.0012242493319132219 0.0010060151212152486 0.0011172301113620492 0.0010319218933509565 0.0011368009767386989 0.0016550466697289488 0.0018025128030974558
leaf_count=930 106 307 110 323 218 335 100 269 200 448 65 248 93 158
internal_value=0 1.63258e-05 5.34346e-05 9.58858e-05 0.000137104 1.09972e-05 0.000388417 0.000786729 0.000141592 -1.2998e-05 5.25778e-05 0.000547502 -0.000134281 -2.1291e-05
internal_weight=0 0.0177609 0.0166828 0.0155709 0.0145679 0.00970031 0.00486755 0.00222667 0.00776926 0.00562644 0.00264088 0.00214282 0.00450921 0.00345756
internal_count=3910 2980 2673 2563 2457 1805 652 369 1470 1022 283 448 574 251
is_linear=0
shrinkage=0.00181146


Tree=2977
num_leaves=11
num_cat=0
split_feature=41 1 3 484 2 4 52 49 16 4
split_gain=3.78703e-05 4.85148e-05 8.93029e-05 7.34158e-05 6.42402e-05 6.91423e-05 0.000136443 0.000192914 5.08291e-05 4.03024e-05
threshold=0.075585000000000013 0.10113500000000002 0.090325000000000003 0.084225000000000008 0.10393500000000001 0.05309500000000001 0.071660000000000015 -0.047894999999999993 0.0032450000000000005 0.056740000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 7 -1 -3 -4
right_child=-2 2 9 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0022290331839481844 -0.0041760709384980861 0.008425449581510246 0.0025837207606985769 0.0050200300994952497 -0.0056122770131675076 0.0040287342846558006 0.0031529894754036207 -0.0094503249742279982 0.0016006097009893627 -0.002816738587813907
leaf_weight=0.0012231445064630085 0.0010465802695430191 0.0012615432866950444 0.001205806623142347 0.0010052143170057896 0.0015476408838434128 0.0013733032577836826 0.0018257038906990038 0.0017818027164255984 0.001005821747535534 0.0017188786178541477
leaf_count=132 221 346 122 347 353 177 821 933 265 193
internal_value=0 0.000290358 0.00202479 -0.000738016 -0.00148471 -0.000455046 -0.00172974 -0.00469632 0.00539789 -0.000590205
internal_weight=0 0.0139489 0.00519205 0.00875681 0.0077516 0.00620395 0.00483065 0.00300495 0.00226737 0.00292469
internal_count=3910 3689 926 2763 2416 2063 1886 1065 611 315
is_linear=0
shrinkage=0.0226458


Tree=2978
num_leaves=11
num_cat=0
split_feature=1 13 13 52 2 1 2 47 16 0
split_gain=3.13399e-05 6.71067e-05 9.20939e-05 6.16511e-05 7.7614e-05 0.000142431 8.1972e-05 0.000108229 8.57648e-05 5.94406e-05
threshold=0.12730000000000002 0.17936000000000002 0.019675000000000002 0.11588000000000002 0.099015000000000006 0.11167500000000001 0.085355000000000014 0.084955000000000017 -0.090809999999999988 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 7 -1 -8 -6
right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11
leaf_value=0.0048160188267548226 0.0030759441047102519 -0.0066304231029730033 0.0063765480217580946 -0.0056078457278360052 0.011103093832725713 -0.0044773223397267499 -0.0001087192909502891 -0.0050475454550499513 -0.0083141867591040777 0.0028192142772546381
leaf_weight=0.0019785854883496881 0.0017957736878114567 0.0010121846805866063 0.0012933653043186747 0.0013854240792612127 0.001052582568907931 0.001022944001748031 0.0015287526326186497 0.00107231820571526 0.0016620272828098202 0.0011151931866240413
leaf_count=808 345 178 376 474 171 123 200 178 781 276
internal_value=0 -0.000445822 7.10519e-05 -0.000682825 4.05582e-05 0.00321271 -0.00158103 0.00134922 -0.00438282 0.00684152
internal_weight=0 0.0131234 0.0121112 0.0108178 0.0094324 0.00319072 0.00624168 0.0030509 0.00319078 0.00216778
internal_count=3910 3565 3387 3011 2537 570 1967 986 981 447
is_linear=0
shrinkage=0.0250028


Tree=2979
num_leaves=12
num_cat=0
split_feature=11 0 12 52 157 160 43 52 2 4 1
split_gain=3.17785e-05 5.68257e-05 7.21527e-05 6.19202e-05 7.75414e-05 8.50937e-05 8.87478e-05 9.42913e-05 6.26954e-05 5.58697e-05 3.30246e-05
threshold=0.079700000000000007 -0.017269999999999997 0.084380000000000024 -0.24456499999999998 -0.077044999999999988 -1.0000000180025095e-35 -0.07526999999999999 0.06136500000000001 0.092865000000000017 0.0057500000000000008 0.07585500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 10 8 9 -8 -7
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.0067570519751120406 -0.004526239989827277 0.0095597858072695614 -7.7110032004267941e-05 0.00751829705500494 -0.0065419792089104947 0.002076739620253227 -0.0055732242539907745 0.0048697827652207743 -0.0079970486791099953 0.0029818602102437484 0.0093040209321768146
leaf_weight=0.0011281222152420322 0.0011460235213001735 0.0011068818374527752 0.0013888345460204669 0.0010302526708763733 0.001592735340240136 0.0010018958022882311 0.001066099759208032 0.0014652588640031777 0.0015132256307860237 0.0013999312498926631 0.0010031580087026481
leaf_count=331 254 242 90 311 756 290 392 590 294 110 250
internal_value=0 0.000354751 0.00419698 -0.000501368 0.000199267 -0.000634642 0.000628361 -0.00123667 -0.00348521 -0.000716623 0.00569266
internal_weight=0 0.0136964 0.00249572 0.0112007 0.0100726 0.0090423 0.00744957 0.00544452 0.00397926 0.00246603 0.00200505
internal_count=3910 3656 332 3324 2993 2682 1926 1386 796 502 540
is_linear=0
shrinkage=0.0281572


Tree=2980
num_leaves=16
num_cat=0
split_feature=403 48 1 48 2 15 2 0 160 403 52 43 4 15 12
split_gain=0.000157014 0.000132404 0.000102716 0.000173202 0.000225457 0.000180053 0.000119462 0.000306607 0.000115464 0.000134264 0.000161787 0.000132308 0.000197246 8.35436e-05 2.309e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.10498500000000001 0.12862000000000004 0.10488500000000002 -0.20388499999999996 0.10393500000000001 0.14676000000000003 -1.0000000180025095e-35 0.087440000000000004 0.048490000000000012 -0.072649999999999978 0.0057500000000000008 -0.038029999999999987 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 13 -6 8 -8 -3 10 11 -10 -13 -4 -12
right_child=1 2 3 -5 5 -7 7 -9 9 -11 14 12 -14 -15 -16
leaf_value=-0.00071002329368486739 -0.00062414317499450041 -0.00040482496488826382 -0.00022320408997310266 -0.00040585073559520126 0.00036446911652662914 0.0014199376284502034 -0.0011083887727792242 0.00029941220753586185 0.00057609407817470876 -0.0004137175434096496 0.00088849380116703502 -0.0006565021281048864 0.00034144261166510075 0.00045188863673128012 0.00049388726554983476
leaf_weight=0.0010462315707895657 0.0010062498073505855 0.0015320568516502151 0.0015863384810040817 0.0010860700604444773 0.001217575781820069 0.0010090797115342668 0.001104501949891811 0.0010121308941548612 0.001134935552428475 0.001180509914853238 0.0010159616459032295 0.0014026414623237366 0.0013055154385380602 0.0010335513616962421 0.0010090069616721098
leaf_count=930 106 705 232 99 180 202 343 29 308 233 73 222 71 71 106
internal_value=0 2.66908e-05 6.60718e-05 0.000261064 0.000410513 0.000842788 -4.2069e-05 -0.000435207 5.49086e-05 0.000154835 0.000269214 4.65123e-05 -0.000175425 4.31212e-05 0.000691868
internal_weight=0 0.0176361 0.0166299 0.00593262 0.00484655 0.00222666 0.0106973 0.00211663 0.00858063 0.00704857 0.00586806 0.00384309 0.00270816 0.00261989 0.00202497
internal_count=3910 2980 2874 784 685 382 2090 372 1718 1013 780 601 293 303 179
is_linear=0
shrinkage=0.00184769


Tree=2981
num_leaves=15
num_cat=0
split_feature=403 48 403 48 1 2 43 2 133 15 4 160 4 3
split_gain=0.000138829 8.73853e-05 8.98934e-05 0.000124152 0.000142828 0.000175988 0.000154733 0.000198354 0.000135761 0.000101912 7.18351e-05 0.000105853 0.000132136 5.38571e-05
threshold=-1.0000000180025095e-35 -0.083299999999999999 0.09389500000000002 0.12862000000000004 0.10498500000000001 0.10488500000000002 -0.15648499999999999 0.10393500000000001 0.083815000000000014 -0.038029999999999987 -0.083534999999999984 0.086110000000000006 -1.0000000180025095e-35 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 9 -3 8 10 -6 -8 12 -12 -7
right_child=1 2 -4 -5 5 13 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00064472379887155272 -0.0004926682939756673 0.00060178262050138761 -0.00043010230008314981 -0.0004974750452425643 -0.00020647864716575595 0.0010499725765015185 -0.00051864369683880817 -0.00063991238662126232 0.00051410009342469048 0.00052273933565446823 0.00048421704022213015 -0.00046866721112866764 -0.00027916721965333776 0.00048052417202979099
leaf_weight=0.0010732556429002655 0.0010055916597957416 0.0012667823000262401 0.0011576704843164953 0.0010876131863100094 0.0016135959602248005 0.0011196752895722296 0.0010060407938474285 0.0016537905692857492 0.0016373555384096659 0.0010305206580832867 0.0019213473198659847 0.0010813168930817185 0.0012142441244407699 0.0010618363820668357
leaf_count=930 113 111 306 110 218 240 189 313 553 65 348 87 200 127
internal_value=0 2.60741e-05 5.70289e-05 9.29619e-05 0.000136926 0.000391946 1.11062e-05 -7.67784e-05 5.89744e-05 7.77275e-05 -8.37042e-05 2.00607e-05 0.0001886 0.000772797
internal_weight=0 0.0178574 0.0168518 0.0156941 0.0146065 0.00482563 0.00978088 0.0085141 0.0068603 0.00264412 0.00522295 0.00421691 0.00313559 0.00218151
internal_count=3910 2980 2867 2561 2451 650 1801 1690 1377 283 824 635 548 367
is_linear=0
shrinkage=0.00181146


Tree=2982
num_leaves=15
num_cat=0
split_feature=4 0 48 1 48 2 14 3 52 133 43 4 3 43
split_gain=0.000136638 0.000199506 0.000105107 9.46e-05 0.000146788 0.000206422 0.00042581 0.000102225 8.97933e-05 8.21056e-05 0.000115731 0.000145523 7.07509e-05 3.94516e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.080024999999999985 0.094385000000000011 0.12738500000000003 0.094825000000000007 -0.13131999999999996 -1.0000000180025095e-35 -0.092084999999999986 0.065880000000000008 -0.0037249999999999996 0.00046500000000000008 0.084925000000000014 0.056750000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 7 -7 -5 -4 10 -10 12 -12 -3
right_child=1 13 3 4 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00071772132332951393 -0.00065938710914566971 0.00032591078905880208 -0.00066237466746323016 -0.00035851914906755535 -0.00051187260337465668 -0.00028202156072611048 0.0012743082795614415 0.00036644961996991463 -0.00077509229699532548 0.00029589561639653105 -5.4690948577439206e-05 -0.00052741735067440257 0.00061225149876408729 0.00085972326434919874
leaf_weight=0.0010166257949182243 0.0010317940500338919 0.0010985763846068793 0.0011637934824134909 0.0018986826413713875 0.0010804595433784314 0.0011191150962808856 0.0017065437202490497 0.0012336658765257106 0.0010597198629995726 0.0017290232894392275 0.0013520395523664236 0.0014998738533456221 0.0011165328065558811 0.0010326153971208971
leaf_count=80 134 279 416 335 95 105 293 83 702 768 379 155 38 48
internal_value=0 2.10104e-05 -5.40947e-05 -1.2346e-05 0.000153066 0.00027365 0.000657917 -7.29924e-05 -0.000159329 -7.26893e-05 -0.000199434 -4.57118e-05 0.000246966 0.000584556
internal_weight=0 0.0181224 0.0159912 0.0149594 0.00703847 0.00595801 0.00282566 0.00313235 0.00792098 0.00675719 0.00502817 0.00396845 0.00246857 0.00213119
internal_count=3910 3830 3503 3369 911 816 398 418 2458 2042 1274 572 417 327
is_linear=0
shrinkage=0.00196078


Tree=2983
num_leaves=12
num_cat=0
split_feature=133 3 484 43 457 133 12 42 3 42 3
split_gain=3.33708e-05 8.02418e-05 5.82879e-05 4.9746e-05 7.34472e-05 6.87561e-05 7.6253e-05 6.51389e-05 8.89174e-05 6.12178e-05 4.46965e-05
threshold=0.10681500000000001 0.16699000000000003 0.088645000000000015 -0.06705499999999999 0.082870000000000013 -0.088019999999999987 0.083325000000000024 -1.0000000180025095e-35 -0.075954999999999981 0.088915000000000008 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 10 -1 9 -9 -7
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0028345749350237714 -0.0046882705825891493 0.0074514834056630657 -0.0063609160861395836 0.0028814132886026841 0.0041628864224081139 0.0013381910765432883 -0.0091976501809405142 0.0057551086744612066 0.010805359754610708 -0.0027332952837363375 -0.0050479393018357062
leaf_weight=0.0012291949288753008 0.0010089595942439989 0.0010258288184083935 0.001015257238701577 0.001313082522095394 0.0014815264976863387 0.0016184359198538056 0.0013848687912886327 0.0011877948710306858 0.0010297704884821594 0.0012048844449165652 0.0014745388281278693
leaf_count=309 545 183 278 480 137 179 628 454 336 235 146
internal_value=0 0.000308422 -0.000257878 0.000261755 -0.00110887 -0.00245757 -0.00402317 0.00240461 0.00428629 0.00148059 -0.00170632
internal_weight=0 0.0139652 0.0129394 0.0119241 0.00727245 0.00579093 0.00447784 0.00465164 0.00342245 0.00239268 0.00309297
internal_count=3910 3365 3182 2904 1570 1433 953 1334 1025 689 325
is_linear=0
shrinkage=0.0265331


Tree=2984
num_leaves=16
num_cat=0
split_feature=124 12 453 4 151 15 13 1 47 457 43 13 1 12 13
split_gain=0.000145213 0.000126215 0.000125242 0.000224199 9.86344e-05 0.000144093 0.000135712 0.000160152 0.000233283 0.00023161 0.000183089 0.000175598 0.000228757 0.000147864 3.15321e-05
threshold=0.0040150000000000003 0.10852500000000001 1.0000000180025095e-35 0.27608500000000008 -0.088294999999999985 -0.10312999999999999 -0.09547499999999999 0.11215000000000001 0.085165000000000018 0.088175000000000017 -0.083899999999999988 -0.014114999999999997 0.079945000000000016 0.088325000000000015 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 13 8 9 10 14 -12 -13 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0004980399735841195 0.00067106484643386709 -0.00061811991807617897 -0.00064222416782530524 0.00064531831796822876 -0.00070617547299676314 -8.0251682338923334e-05 0.00037374950353658601 -0.00075750304118133696 0.00079620998286465488 0.00061667266627069743 -0.0011883663009698041 0.00018325988814698888 -0.00083258123166823732 0.00087674337139061025 -7.3594249474614564e-05
leaf_weight=0.0010447785168018623 0.0010021726184249275 0.0012493316740633349 0.0010037562421421056 0.0017965600422370194 0.0011852447581727548 0.0011394281590753159 0.0010516771420278695 0.0011978299866209274 0.0010127629166086782 0.0011373088754320915 0.001012323760882488 0.0015918500896008733 0.0014426797212902208 0.0010676614722264013 0.0011011960956973143
leaf_count=221 94 312 98 338 231 174 258 132 104 57 982 321 282 68 238
internal_value=0 -5.1546e-05 -9.37527e-06 3.08765e-05 -4.80582e-05 -9.21504e-05 -3.02374e-05 -0.000125691 -3.50542e-05 -0.000149797 -0.000290402 -0.000521995 -0.000299692 0.000382687 0.000144933
internal_weight=0 0.0180344 0.0167851 0.0157813 0.0139847 0.01294 0.0117547 0.00954763 0.0083498 0.00733704 0.00619973 0.00404685 0.00303453 0.00220709 0.00215287
internal_count=3910 3816 3504 3406 3068 2847 2616 2374 2242 2138 2081 1585 603 242 496
is_linear=0
shrinkage=0.00184769


Tree=2985
num_leaves=15
num_cat=0
split_feature=403 52 48 1 48 14 2 1 43 16 133 15 49 13
split_gain=0.000121795 0.000107525 0.000112329 0.00018121 0.000199198 0.000244498 0.000428255 0.000129587 9.46291e-05 0.000180423 0.000111563 0.000135742 0.000135259 8.63214e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.084204999999999988 0.10113500000000002 0.12862000000000004 -0.23083499999999998 0.10251500000000001 0.092550000000000007 -0.15648499999999999 0.15737500000000001 0.08653000000000001 -0.096369999999999983 -1.0000000180025095e-35 -0.0088749999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 -5 -7 8 -4 10 11 -10 -13 -14
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12 12 13 -15
leaf_value=-0.00061155432039500799 -0.00044558638804317581 -0.00052804128747859272 0.00048829029044206401 -0.0001468284020260734 -0.00034333662527686985 0.00026123805824218555 0.0016105681607628943 -0.00060630748061668972 0.00048662343745303847 -0.0006885353124441658 0.00056624942048812024 -0.00075665788433953204 0.00034263887742536049 -0.00031990774073823906
leaf_weight=0.0010771555974648786 0.0015174976460297354 0.0010055149758385557 0.0012433509969166888 0.0012810578377501292 0.0010778376398645761 0.0019776495140437274 0.0012658798131105001 0.0012132816246681619 0.0011804135929728574 0.0012183442280903761 0.0012149288621096229 0.0010840449678064311 0.001269210749606195 0.0013126127061532152
leaf_count=930 394 96 129 132 97 276 266 198 169 107 340 141 447 188
internal_value=0 1.56672e-05 5.84931e-05 9.69431e-05 0.0003565 0.000523214 0.000787853 -5.24121e-05 2.64379e-05 -5.24467e-05 7.54114e-05 -4.76382e-05 -0.000219671 5.79667e-06
internal_weight=0 0.0178616 0.0163441 0.0153386 0.00560242 0.00452459 0.00324353 0.00973619 0.00852291 0.00727956 0.00606121 0.00484628 0.00366587 0.00258182
internal_count=3910 2980 2586 2490 771 674 542 1719 1521 1392 1285 945 776 635
is_linear=0
shrinkage=0.00181146


Tree=2986
num_leaves=12
num_cat=0
split_feature=1 0 2 42 133 52 16 51 52 52 4
split_gain=3.39868e-05 7.41225e-05 7.1702e-05 5.74405e-05 6.63465e-05 8.29766e-05 5.348e-05 4.94197e-05 7.87291e-05 3.96953e-05 2.72149e-05
threshold=0.10398500000000001 -0.035699999999999989 0.11542500000000001 0.092145000000000019 0.065880000000000008 -0.087604999999999988 -0.072804999999999981 0.077145000000000005 0.016565000000000003 0.084240000000000023 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 -2 8 10 -6 -7
right_child=1 -3 -4 -5 9 7 -8 -9 -10 -11 -12
leaf_value=-0.0077447489566001525 0.0007601118788840628 0.007274623783770107 0.0039371289383206311 -0.0057485900764361096 0.0059365814173851601 0.0037994728894715684 -0.0061160343207140311 0.0033147842354804709 -0.0066407738019470799 -0.00031870291134146857 -0.0015640123373477303
leaf_weight=0.0010258306203692865 0.0014354721255113733 0.0010363053554065535 0.0017219850711862154 0.0012240693201604315 0.0013476890574814614 0.0010099141332321343 0.0011987778671035388 0.0015551973283520655 0.0012572468111103855 0.0010365067676292522 0.0011903667339774847
leaf_count=335 158 226 317 591 597 293 186 202 613 236 156
internal_value=0 0.00149795 0.000123738 -0.000884198 -0.000177261 -0.00151747 -0.00236904 -0.000243092 -0.00184343 0.00321716 0.000897791
internal_weight=0 0.00539254 0.00435624 0.00964682 0.00842275 0.00603856 0.00263425 0.00501273 0.00345753 0.0023842 0.00220028
internal_count=3910 887 661 3023 2432 1599 344 1264 1062 833 449
is_linear=0
shrinkage=0.0240319


Tree=2987
num_leaves=16
num_cat=0
split_feature=403 52 453 1 43 49 42 52 14 0 47 16 13 16 2
split_gain=0.000136605 0.000137896 0.000117675 0.000136232 0.000140044 0.000126703 0.000190393 8.58822e-05 0.000135197 0.000127754 0.000108968 7.90852e-05 0.000115965 7.78806e-05 0.000118233
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.10113500000000002 -0.15648499999999999 -0.085974999999999982 0.086325000000000013 -0.091329999999999981 -0.24487499999999998 -0.13870499999999999 0.086785000000000015 0.15737500000000001 -0.09547499999999999 -0.094359999999999986 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 11 -5 -9 -10 -11 12 -7 -14 -15
right_child=1 2 -4 7 5 6 -8 8 9 10 -12 -13 13 14 -16
leaf_value=-0.00062314373489782851 -0.00061562064052091776 0.00049240864881873198 -0.00052092120162530741 0.00073525705162843635 -0.00066934375242750645 0.00072374322696253199 -0.00064386980386621614 -0.00035358208595895856 0.00075552225768069797 0.00049322533918128009 -0.0002810846661112764 -0.00034993244872875235 -0.00028297226125496475 -0.00022138762769176299 0.00050752378635423895
leaf_weight=0.0010978799966941321 0.0010120117612873415 0.0014026496391646359 0.0010388128594189796 0.0011841848104037073 0.0011217288799709492 0.0010129056677447013 0.0013252369935697851 0.0010767415967512213 0.0015339356946500087 0.0011105095143948472 0.0011848117535113885 0.001052791924811336 0.0014310353410991786 0.0011537304309900387 0.0017919929343090391
leaf_count=930 372 142 86 115 125 75 573 96 183 273 110 78 164 143 445
internal_value=0 2.16891e-05 5.87112e-05 9.54662e-05 -2.91131e-05 -0.000111403 -3.08313e-05 0.000305998 0.000202386 0.000358718 9.35377e-05 9.52729e-05 0.000182237 5.69175e-05 0.000222036
internal_weight=0 0.0184331 0.0174211 0.0163823 0.0102921 0.00888942 0.00776769 0.00609018 0.004906 0.00382926 0.00229532 0.00644246 0.00538966 0.00437676 0.00294572
internal_count=3910 2980 2608 2522 1745 1603 1478 777 662 566 383 905 827 752 588
is_linear=0
shrinkage=0.00177594


Tree=2988
num_leaves=15
num_cat=0
split_feature=403 52 52 158 14 48 1 0 49 13 13 1 2 16
split_gain=0.000117088 8.41458e-05 0.000105178 0.000120997 9.32201e-05 0.000103664 0.000164397 0.000209217 0.00018406 8.23337e-05 0.000215039 8.78005e-05 5.72014e-05 0.000103184
threshold=-1.0000000180025095e-35 -0.37613999999999997 -0.15154999999999999 1.0000000180025095e-35 -0.13131999999999996 0.11930500000000001 0.10113500000000002 -0.13870499999999999 -0.085974999999999982 -0.09547499999999999 -0.032264999999999995 0.09112000000000002 0.086650000000000019 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -8 -6 -10 -11 12 -12 -14
right_child=1 2 3 -5 5 -7 7 -9 9 10 11 -13 13 -15
leaf_value=-0.00063987930239768186 -0.00044754721444458217 0.00063789540417707937 -0.00044603193153186141 -0.00061811809812422486 -0.00072157437003536205 -0.00045237392881920324 0.0011945645015215345 0.00013351059664130143 0.00052021933358375821 -0.00070160718011491835 2.1582952421751659e-05 -0.00026025261169943469 0.00093432978555700531 0.00017078046285362935
leaf_weight=0.0010360867435801361 0.001289545292157644 0.0010952819227318762 0.0011974176722705241 0.0010207840599762682 0.0010380544167904295 0.0010915065444020685 0.0011677221367369277 0.0016671472669955549 0.001658011822716513 0.0011790952711416298 0.0013582966604767715 0.0011490101157223265 0.0011675508673842441 0.001487016890640451
leaf_count=930 382 158 121 318 114 104 156 273 134 697 162 66 79 216
internal_value=0 2.51373e-05 6.25859e-05 2.10801e-05 6.71567e-05 0.000114559 0.000166683 0.000570573 3.99853e-05 0.000138815 3.90875e-05 0.00020828 0.000342435 0.00050661
internal_weight=0 0.0175664 0.0162769 0.0151816 0.0141608 0.0129634 0.0118719 0.00283487 0.00903704 0.00799898 0.00634097 0.00516187 0.00401286 0.00265457
internal_count=3910 2980 2598 2440 2122 2001 1897 429 1468 1354 1220 523 457 295
is_linear=0
shrinkage=0.00192234


Tree=2989
num_leaves=18
num_cat=0
split_feature=453 403 0 0 16 49 52 0 13 0 1 15 4 43 15 13 3
split_gain=0.000169677 0.0001651 0.000132505 0.000157644 0.000105224 0.000137501 0.000149958 0.000143785 0.000170369 0.00015804 0.000243382 0.000185949 0.000238902 0.000104243 0.000109383 0.000101655 8.98858e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.18055000000000002 0.12346000000000001 -0.49150499999999991 0.12114500000000002 0.10701500000000001 -0.017269999999999997 0.16421000000000002 -0.084304999999999977 1.0000000180025095e-35 -0.10312999999999999 0.022820000000000003 -0.0012249999999999997 0.014775000000000002 -0.081124999999999989 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 6 7 8 9 10 -6 -12 16 14 -11 -3 -13
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 13 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00068652962904671333 -0.00075196602543952512 3.419764240293045e-05 0.00074867238127330365 -0.000707477316713483 -0.00095815881067193938 0.00070026786495605488 -0.00059420528394410672 0.00071725836307999947 -0.00077004275283330521 0.00022955007217446895 -0.00058361123953446599 -0.00045786578100545389 0.00094088083650798696 -2.2506342214959388e-05 0.0011003981191357501 0.00086412203309326949 0.00029097007615615461
leaf_weight=0.0011313264981471427 0.0010926214113849411 0.0010414807848805265 0.0010051806306822326 0.0010068751302116817 0.0010973120621547428 0.0010087562070251457 0.0015680868613615695 0.0010507665946133142 0.0010328308364759937 0.0011300155665565359 0.0012914615562072502 0.0012194488981612517 0.0012631290132498474 0.001486108390361872 0.0010088307278728892 0.0011449915148767542 0.0011518696957230068
leaf_count=927 99 131 44 112 451 156 434 200 98 336 110 173 42 271 109 140 77
internal_value=0 2.63642e-05 6.99428e-05 3.09617e-05 7.60367e-05 1.60186e-05 -3.58798e-05 3.87469e-05 -2.80031e-05 5.14318e-05 -0.000139434 4.2948e-05 0.000265589 0.000368574 0.000640303 0.000468805 -9.41182e-05
internal_weight=0 0.0196385 0.0185071 0.017502 0.0164951 0.0143086 0.0132999 0.0117318 0.010681 0.00964818 0.00602322 0.00492591 0.00363445 0.00362495 0.00213885 0.00218647 0.00237132
internal_count=3910 3811 2884 2840 2728 2457 2301 1867 1667 1569 853 402 292 716 445 271 250
is_linear=0
shrinkage=0.00192234


Tree=2990
num_leaves=13
num_cat=0
split_feature=13 48 48 1 13 15 15 3 12 1 2 150
split_gain=3.21579e-05 5.87672e-05 0.000135132 7.06396e-05 0.000112431 0.000118429 8.49854e-05 0.000138366 0.000101851 8.30364e-05 6.30679e-05 5.45276e-05
threshold=-0.45122499999999993 0.11930500000000001 0.095285000000000009 1.0000000180025095e-35 -0.016579999999999998 0.084955000000000017 0.079360000000000014 -0.10315499999999998 0.051320000000000005 0.11198000000000001 0.083945000000000006 0.082965000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -5 9 10 -9 -12
right_child=1 -3 -4 6 5 -7 -8 8 -10 -11 11 -13
leaf_value=0.0032873560286832792 -0.0065478275063235395 -0.0050248956762930768 0.0074463507018583171 0.0083910776818225917 -0.0040052854486934521 0.0056773903459141281 -0.0045864740555236847 0.0037281701424471659 -0.0057826365907921503 0.0060842324479919658 -0.0056079051809068067 0.0010497768523740961
leaf_weight=0.0011791105892787887 0.0018709810410385891 0.0010688866552656063 0.0010051589952946938 0.001079313152956657 0.0012131206136282973 0.0010159024294580429 0.0011672400734841545 0.0011597432119980237 0.0010160688575752419 0.001271185613362525 0.0010913021682775192 0.0010628607861817435
leaf_count=112 1137 145 234 243 408 276 475 115 294 231 145 95
internal_value=0 -0.000310023 7.90534e-05 -0.000540756 -0.00276636 0.000407703 0.000622001 0.00153205 0.000210349 0.00153841 -0.000205326 -0.00232301
internal_weight=0 0.0140218 0.0129529 0.0119477 0.0041 0.00222902 0.00784771 0.00668047 0.00560116 0.00458509 0.00331391 0.00215416
internal_count=3910 3798 3653 3419 1821 684 1598 1123 880 586 355 240
is_linear=0
shrinkage=0.0209212


Tree=2991
num_leaves=16
num_cat=0
split_feature=403 453 484 11 4 3 12 15 4 1 3 0 52 2 43
split_gain=0.000131037 0.000103018 9.82936e-05 0.000119125 0.000133759 7.91792e-05 0.000105513 0.000108094 0.000168736 0.000191289 0.000101085 7.96796e-05 8.86523e-05 4.7335e-05 4.44116e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.087495000000000017 0.08184000000000001 0.27020000000000005 -0.10628499999999998 0.10371500000000002 0.088190000000000004 0.097045000000000006 0.099595000000000017 0.11265500000000002 -0.083424999999999985 -0.069134999999999988 0.08400500000000001 -0.15426499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 14 7 8 9 11 -11 12 -7 -14 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.000621478035301454 0.0006718022957104405 -0.0005300481348313597 -0.00047252319911360221 -0.00046420625779733859 0.00074698122223083971 -0.00033533787400487212 -0.00050871874022957871 0.00046047589376424687 -0.00057842163482765341 0.00083121489510536595 9.5167877935810807e-05 -0.00046694503775980762 -3.5064379802916854e-05 0.00048084247129521627 0.00015290482097123241
leaf_weight=0.0010598966697242659 0.0010076354554739986 0.0010092882579942333 0.0010489813070259152 0.0011404539089328375 0.001035612685936038 0.0012654919398244918 0.001051101119932161 0.0019365734150114397 0.0013581391679025126 0.0013654167856909944 0.0010342194368659352 0.0013417836170557347 0.0010107734121955242 0.0012603060552233702 0.0010754722669069931
leaf_count=930 79 96 312 205 293 177 207 363 108 208 87 340 135 278 92
internal_value=0 2.11472e-05 5.40031e-05 8.87772e-05 0.000131555 8.5057e-05 2.79162e-05 8.12666e-05 -3.76765e-06 0.000103468 0.000513986 -9.84635e-05 4.13392e-05 0.000251231 0.000403905
internal_weight=0 0.0179412 0.016932 0.015883 0.0147425 0.0137069 0.0116238 0.0105727 0.00863613 0.00727799 0.00239964 0.00487836 0.00353657 0.00227108 0.00208311
internal_count=3910 2980 2884 2572 2367 2074 1903 1696 1333 1225 295 930 590 413 171
is_linear=0
shrinkage=0.00177594


Tree=2992
num_leaves=16
num_cat=0
split_feature=403 52 48 1 52 16 43 16 49 13 16 1 13 16 2
split_gain=0.000143121 0.000107325 0.000111885 0.000140415 0.000281288 0.000228697 0.000112011 0.00013183 0.000129185 0.000119419 0.00015742 0.000109599 0.000119371 7.19046e-05 1.455e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.12862000000000004 0.10498500000000001 -0.014099999999999998 -0.23935499999999996 -0.15648499999999999 0.15737500000000001 -0.085974999999999982 -0.09547499999999999 -0.19424999999999998 0.086560000000000012 -1.0000000180025095e-35 -0.057604999999999996 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 14 -3 8 -8 -10 -11 12 -12 -13 -6
right_child=1 2 -4 4 5 -7 7 -9 9 10 11 13 -14 -15 -16
leaf_value=-0.00065984901363394543 -0.00056078866873354109 0.00045996264853626631 -0.00048526404981760914 0.001004926086954812 0.0002856635481412466 -0.00055261762592065671 -0.00060586203378042104 -0.00062724271950706815 0.00060893989834279573 -0.00065365230479359087 -6.9366188481094745e-05 -0.0004982562002798065 0.0007467459707993587 0.00013218843314136662 0.00059356479001849104
leaf_weight=0.0011014061223371249 0.0010060580051967664 0.0014749115469146678 0.0011962295875669318 0.0015725016205262151 0.0010734689305573486 0.0012906287123533497 0.0010530314219763318 0.0013286819304665779 0.0012397138762994643 0.0010977850149140036 0.0010794621142479807 0.0011338617117777061 0.0014125343158930288 0.0013565285264376045 0.0010235622256006872
leaf_count=930 372 148 106 235 124 112 122 124 155 101 677 161 159 220 164
internal_value=0 2.59115e-05 5.99655e-05 0.000100384 0.000359106 5.93263e-05 -1.44376e-05 -8.65596e-05 -7.59632e-07 8.62898e-05 -2.02757e-05 0.000119278 0.000393229 -0.00015485 0.00043595
internal_weight=0 0.018339 0.0173329 0.0161367 0.00496016 0.00338766 0.0111765 0.0097016 0.00837292 0.00731989 0.00608017 0.00498239 0.002492 0.00249039 0.00209703
internal_count=3910 2980 2608 2502 635 400 1867 1719 1595 1473 1318 1217 836 381 288
is_linear=0
shrinkage=0.00184769


Tree=2993
num_leaves=13
num_cat=0
split_feature=41 3 3 15 3 160 151 16 0 0 3 16
split_gain=3.78247e-05 4.67817e-05 4.77887e-05 0.000119052 7.06041e-05 6.82716e-05 6.48534e-05 7.48237e-05 0.000109351 0.000110224 2.57418e-05 2.02832e-05
threshold=0.075585000000000013 -0.10315499999999998 -0.078884999999999997 0.085120000000000015 -0.074234999999999982 -0.089599999999999985 -0.0088999999999999982 0.050115000000000007 -0.10209999999999998 -0.23029999999999998 0.11818000000000002 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -4 -6 -7 8 9 -8 -9 -1
right_child=-2 2 4 -5 5 6 7 10 -10 -11 -12 -13
leaf_value=0.0066839672884048251 -0.0048982721705001153 -0.0098529319550854991 0.0068656914182096832 0.0024534535626489187 0.0056827849756263026 -0.0058551588795327731 0.0058515514339508926 -0.0070533987520322375 0.0082922921295332068 -0.005428886192059691 -0.0010799674749624726 0.0014755967843792914
leaf_weight=0.0010082176600863533 0.0010506574890528303 0.001132582097286873 0.0010828581731007697 0.0010822254667193438 0.0011595108099726739 0.0016661625561880181 0.0010012002185230129 0.0010153631760487026 0.0013590200512855564 0.001559995916071583 0.0010161912073337609 0.00110147250561125
leaf_count=161 221 967 314 653 245 273 56 241 327 189 54 209
internal_value=0 0.000319218 -0.000317693 -0.00383964 0.000473402 -0.000315204 -0.00122815 6.71583e-05 0.00220879 -0.00101924 -0.00406547 0.00396467
internal_weight=0 0.0141848 0.0120751 0.00221481 0.0098603 0.00877744 0.00761793 0.00595177 0.00392022 0.0025612 0.00203155 0.00210969
internal_count=3910 3689 3319 1620 1699 1385 1140 867 572 245 295 370
is_linear=0
shrinkage=0.0265331


Tree=2994
num_leaves=16
num_cat=0
split_feature=403 52 453 1 43 49 42 14 15 1 16 13 52 16 2
split_gain=0.000112436 0.000116585 0.000128722 0.000120085 0.000133372 0.000110075 0.000150141 0.000100647 0.000132954 0.000244837 0.000134094 9.53681e-05 9.13644e-05 8.16358e-05 0.000143128
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.10113500000000002 -0.15648499999999999 -0.084114999999999981 0.086325000000000013 -0.24487499999999998 0.035895000000000003 0.11097000000000001 -0.072359999999999994 -0.0101 0.084240000000000023 -0.094359999999999986 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 11 -5 9 -9 -11 12 -7 -13 -15
right_child=1 2 -4 7 5 6 -8 8 -10 10 -12 13 -14 14 -16
leaf_value=-0.00075989268156797791 -0.00076127521496728134 0.00036544384040517863 -0.00076225034456056965 -0.00033322103889284183 -0.00078613377463724362 0.00051925228160947423 -0.00076303326711641838 0.00114368719344845 -0.00033427167965055711 0.00055173695241554307 -0.00032087752936317386 -0.00067434808801225988 -0.00020026902622109861 -0.000539017604957506 0.00034370724127405261
leaf_weight=0.0011156091434246047 0.0010242109927279626 0.0013384739412230793 0.0010021344451831551 0.0012264999804865841 0.0012710602868730653 0.0014765211481196951 0.0013299530106514823 0.0011868065750922775 0.0010060116796368201 0.0012201646428133713 0.001283417843651788 0.0011557070055927751 0.0010892467960918195 0.0012357426567347497 0.0013821609866362695
leaf_count=930 372 142 86 126 136 364 572 178 85 271 117 85 117 115 214
internal_value=0 -0.000143545 -0.000106769 -6.62254e-05 -0.00018939 -0.000272455 -0.000187322 0.00014752 0.00027307 0.000438633 0.000104406 -6.65416e-05 0.000213794 -0.000257148 -7.297e-05
internal_weight=0 0.0182281 0.0172039 0.0162018 0.0102789 0.00894039 0.00766933 0.0059229 0.0046964 0.00369039 0.00250358 0.00633938 0.00256577 0.00377361 0.0026179
internal_count=3910 2980 2608 2522 1745 1603 1467 777 651 566 388 895 481 414 329
is_linear=0
shrinkage=0.00188464


Tree=2995
num_leaves=16
num_cat=0
split_feature=0 128 129 1 160 0 156 1374 150 1 42 15 4 52 3
split_gain=0.000224297 0.000134712 0.000120198 0.000159689 0.000154813 0.000200384 0.000134581 0.000116053 0.000211842 8.89663e-05 0.000157785 0.000137443 0.000126019 0.000163043 6.54462e-05
threshold=0.18055000000000002 0.081870000000000012 0.0041150000000000006 0.076710000000000014 0.084835000000000008 -0.070894999999999986 0.090135000000000007 -0.095439999999999983 0.083205000000000015 0.12263000000000002 0.088915000000000008 -0.038029999999999987 -1.0000000180025095e-35 -0.0066199999999999991 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 9 10 12 -11 13 -9 -14
right_child=-2 -3 -4 6 -6 -7 -8 8 -10 11 -12 -13 14 -15 -16
leaf_value=-0.00095514362311153892 0.00078902442586126708 -0.00071301921899582165 0.00051854370890598014 -0.00047470233526791491 0.0001640059986977051 -0.0001131476710869333 -0.00059348835854550284 -0.00016149794384308054 0.00072368026275244565 -3.4181756143361361e-05 -0.00070482588186815507 0.00082572602761357325 6.699958648806024e-06 0.00077142595804595502 -0.00058751867751844584
leaf_weight=0.0018520304689076878 0.0010615909872213848 0.0010014070339178461 0.0012205467648659504 0.0010561958070658415 0.0014532660874694327 0.0018578632002542149 0.001006320919158271 0.0011290878205364964 0.0017840872619866244 0.0014589162267798312 0.0010895035169914517 0.0010480990468612061 0.0015443962370589887 0.0013492997443853988 0.0010033312758643831
leaf_count=1242 44 285 194 35 227 260 237 174 255 222 357 45 129 143 61
internal_value=0 -6.55964e-05 -3.12074e-05 -6.92622e-05 -0.000337162 -0.000533484 4.16678e-05 9.74277e-05 0.000155494 3.79322e-05 -7.98773e-05 0.000325317 5.55918e-05 0.000346411 -0.000227312
internal_weight=0 0.0198544 0.0188529 0.0176324 0.00516316 0.00370989 0.0124692 0.0114629 0.0104067 0.00862263 0.00611562 0.00250702 0.00502612 0.00247839 0.00254773
internal_count=3910 3866 3581 3387 1729 1502 1658 1421 1386 1131 864 267 507 317 190
is_linear=0
shrinkage=0.00181146


Tree=2996
num_leaves=12
num_cat=0
split_feature=11 0 4 42 43 3 3 1 2 49 4
split_gain=3.5102e-05 6.33879e-05 7.26104e-05 5.39987e-05 5.41264e-05 8.39324e-05 5.52847e-05 9.16732e-05 9.08144e-05 0.000142355 5.71758e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.49837999999999999 -1.0000000180025095e-35 -0.044024999999999988 -0.075954999999999981 0.084925000000000014 0.088010000000000019 0.11230000000000001 -0.04682999999999999 0.15045000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -6 9 -8 -10
right_child=-2 2 -4 4 6 -7 8 -9 10 -11 -12
leaf_value=-0.0041035630634861991 -0.0039690877911109854 -0.0011851463221454357 0.0068971887917008675 -0.00014533178325162635 -0.0092146884360951482 0.0083600096940366977 -0.0026991761001138961 0.00036369888709698048 0.00082191476377436751 0.0083347720181984625 -0.0070956042969465855
leaf_weight=0.0019165749985532174 0.001186211422819365 0.0010404213677975595 0.0015162084115795714 0.0017329598025840852 0.0010049937451948069 0.0010249877360645043 0.0011627125024413765 0.0012378523955765171 0.0010026371540658441 0.0014692356613922046 0.0010227683277962301
leaf_count=980 254 104 228 749 567 396 80 219 104 118 111
internal_value=0 0.000250549 0.00360808 -0.000491064 0.000225805 0.00301567 -0.000889278 -0.00392827 0.000574211 0.00346032 -0.00317619
internal_weight=0 0.0141314 0.00255663 0.0115747 0.00965815 0.00275795 0.0069002 0.00224285 0.00465735 0.00263195 0.00202541
internal_count=3910 3656 332 3324 2344 1145 1199 786 413 198 215
is_linear=0
shrinkage=0.0235607


Tree=2997
num_leaves=12
num_cat=0
split_feature=484 133 13 0 15 43 0 4 151 16 42
split_gain=3.46263e-05 4.13732e-05 7.61415e-05 0.000143858 5.21268e-05 0.000148292 0.00017773 9.01215e-05 9.02102e-05 7.64331e-05 4.29021e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.094679999999999986 -0.084394999999999984 -0.03231499999999999 -0.083899999999999988 -0.082074999999999995 0.00046500000000000008 -0.0088999999999999982 -0.072359999999999994 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 10 -7 -4 -9 -10 -6
right_child=1 -3 4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0055826999814594614 0.00024696082769514285 -0.0057409549112116967 0.0078373454453538952 0.01472875537364873 -0.00089119455301612637 -0.0011946384039647562 -0.017350946597692974 -0.0087020008739005297 0.0085184352998159199 -0.0022146045033970513 0.0078794596134403871
leaf_weight=0.0010341540157594161 0.0019496021913425268 0.0010143596220927803 0.0015891282101535551 0.0010044947086351131 0.0011302623233422279 0.001662247726426661 0.0010892598255850838 0.001055040067289785 0.0010604077591542943 0.0016221581577329385 0.0010303839929136777
leaf_count=612 311 472 430 107 213 529 495 129 276 207 129
internal_value=0 0.000309228 0.000774404 0.00517127 -0.000494167 -0.00280404 -0.00759056 0.00163593 -0.00100074 0.00202812 0.00329142
internal_weight=0 0.0142073 0.013193 0.0029541 0.0102389 0.00491215 0.00275151 0.00532673 0.00373761 0.00268257 0.00216065
internal_count=3910 3298 2826 418 2408 1366 1024 1042 612 483 342
is_linear=0
shrinkage=0.0310878


Tree=2998
num_leaves=11
num_cat=0
split_feature=4 158 156 151 47 12 2 403 42 0
split_gain=3.49589e-05 5.18871e-05 6.66284e-05 8.48924e-05 6.84367e-05 8.78723e-05 0.000112322 8.72263e-05 0.00014678 7.40723e-05
threshold=0.28937500000000005 1.0000000180025095e-35 0.084330000000000016 -0.024429999999999997 0.09550500000000002 0.086865000000000012 0.10946500000000002 0.03138500000000001 0.088235000000000022 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 8 -7 -5
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11
leaf_value=0.0055910213812282077 0.0030728375444758192 -0.005726155469123727 -0.0055902235521870097 -0.0018811010785121714 0.0038844528409986518 -0.0062476815658282052 0.0021819493993074394 0.0066918384968097369 0.0057026810782803122 -0.010327352385836467
leaf_weight=0.0016898817388684003 0.0018699658558373631 0.0010537117489080707 0.0011813066221175962 0.0010474795129106207 0.0018218775464342585 0.0014972742360302724 0.0011915786468705558 0.0012020406812960766 0.0010510891504397204 0.0015427540267696702
leaf_count=380 426 413 459 92 202 618 86 251 469 514
internal_value=0 -0.000506962 -5.71132e-05 0.00053473 -0.000378724 -0.00140989 -0.00404648 0.00124877 -0.00131868 -0.00691172
internal_weight=0 0.013279 0.0122253 0.011044 0.00935409 0.00753222 0.00378181 0.0037504 0.00254836 0.00259023
internal_count=3910 3484 3071 2612 2232 2030 692 1338 1087 606
is_linear=0
shrinkage=0.0245125


Tree=2999
num_leaves=15
num_cat=0
split_feature=403 52 376 12 48 2 160 16 160 13 2 43 2 1
split_gain=0.000125287 9.65735e-05 9.43523e-05 9.86934e-05 0.000162955 0.000137653 0.000122099 0.000262112 0.000154918 0.000151802 0.000204227 0.000106138 9.64807e-05 6.33601e-05
threshold=-1.0000000180025095e-35 -0.37613999999999997 0.048375000000000008 -0.051479999999999991 0.11930500000000001 0.11635500000000001 -1.0000000180025095e-35 -0.0072149999999999992 0.099550000000000013 -0.076384999999999995 0.096970000000000015 -0.072364999999999985 0.087995000000000004 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 11 12 -8 13 -11
right_child=1 2 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00060586719756011112 -0.000453221859882091 -0.00046737019599039329 0.00051415094649434167 -0.00087615444583651091 -0.00059119499279680903 0.00070225563254374974 0.0010199092547456426 0.00028766538231391972 -0.00050688234142545773 -0.00013875712924915238 -0.00057713060737731286 0.00029586443607586841 0.00067586137142634697 0.0004184369559979781
leaf_weight=0.0010825862601039756 0.0012677346012976388 0.0012328588439711264 0.001407662665641198 0.0012537806097868117 0.0011335104160140616 0.00122729455001602 0.0011235356330316359 0.0012866450927507978 0.001008912561928965 0.0017388843445963974 0.0012375350838465249 0.0016255586395153747 0.0012761023459898074 0.0010890993027070374
leaf_count=930 382 265 191 533 100 222 102 279 165 202 113 223 127 76
internal_value=0 2.87276e-05 6.54424e-05 2.39797e-05 6.7246e-05 0.000125249 6.44115e-05 -0.000286717 0.000162439 0.000245903 6.78981e-05 0.000591776 0.000262398 7.58267e-05
internal_weight=0 0.0179091 0.0166414 0.0152337 0.0140009 0.0128673 0.0116401 0.00254043 0.00909963 0.00809072 0.00534162 0.00274909 0.00410409 0.00282798
internal_count=3910 2980 2598 2407 2142 2042 1820 812 1008 843 518 325 405 278
is_linear=0
shrinkage=0.00181146


Tree=3000
num_leaves=15
num_cat=0
split_feature=403 11 403 403 160 3 43 16 52 16 13 16 4 16
split_gain=0.000112505 9.55888e-05 0.000100108 0.000151093 0.000149394 0.000181905 0.00017756 0.000107947 9.16216e-05 8.80695e-05 0.000120144 0.000105009 0.000140509 8.07738e-05
threshold=-1.0000000180025095e-35 0.08776500000000001 0.09389500000000002 0.07955000000000001 -1.0000000180025095e-35 -0.005644999999999999 -0.074254999999999988 -0.0072149999999999992 -0.27466499999999994 0.24895000000000003 -0.10023999999999998 -0.19424999999999998 0.0057500000000000008 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -7 -6 10 -8 -12 -13 -10
right_child=1 -3 -4 -5 6 7 9 -9 13 -11 11 12 -14 -15
leaf_value=-0.00055656350983586053 -0.00090746925149256565 -0.00049983327481077709 -0.00047061012603633252 0.00073486161344477226 -4.3679257530158968e-05 -0.00035346538697728454 0.0004631811028575221 0.00042090275409798329 0.00030387297871406011 -0.00051389697834309015 -0.00050889785892789313 -0.00030473228595966344 0.00042784033141843596 0.00084868477079598275
leaf_weight=0.0011294488203452543 0.0010370997911268052 0.001048507869164445 0.001082454388741382 0.0010617648407444938 0.0010640805048304294 0.0012865811273671257 0.0016057383465002224 0.0010162346638653546 0.0018829629469103368 0.0010404276679712929 0.0013911029136660365 0.0016027750586237641 0.0017033871593266289 0.001577223534030784
leaf_count=930 723 157 306 88 180 110 172 104 243 153 134 302 74 234
internal_value=0 2.08893e-05 5.23547e-05 8.71492e-05 4.19272e-05 -0.000289876 0.000135306 -1.1736e-05 0.00041206 -3.52007e-05 4.3817e-05 -9.95407e-05 7.27007e-05 0.000552209
internal_weight=0 0.0184003 0.0173518 0.0162694 0.0152076 0.00333992 0.0118677 0.00230282 0.00452427 0.00734343 0.006303 0.00469727 0.00330616 0.00346019
internal_count=3910 2980 2823 2517 2429 937 1492 214 657 835 682 510 376 477
is_linear=0
shrinkage=0.00177594


Tree=3001
num_leaves=15
num_cat=0
split_feature=403 52 43 13 12 48 47 47 13 0 13 48 16 1
split_gain=0.00017328 0.000114821 9.86868e-05 0.00018206 0.00011177 0.000105989 0.00014918 0.000105962 0.000127282 0.000204775 0.000117292 8.36418e-05 8.79526e-05 5.62446e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.15109999999999998 0.20131000000000002 0.092365000000000017 -1.0000000180025095e-35 0.09550500000000002 0.081320000000000017 -0.0101 -0.099864999999999995 -0.084184999999999996 0.086215000000000014 -0.08286499999999998 0.10373000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 8 9 -7 -11 12 -10 -6
right_child=1 2 4 -5 13 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.00075002103836724723 -0.00059235036883137457 0.00097265654887619245 -0.00046549282285621125 -4.3895037084136461e-05 -0.00057915110720360653 0.001116683422507163 0.0006714677907691622 -0.00052477505942978813 0.00044150777863598604 -0.00034849935568960179 0.00053029586511631796 -0.00040294532892472859 -0.00018109658487448495 -3.3904052763127058e-05
leaf_weight=0.0010922947510681796 0.001017468145259502 0.001114863649134548 0.001148612295643372 0.0014264079796412754 0.0015552725311732485 0.001002039399655822 0.0015810983878079546 0.0010303238389312115 0.0015068334300574974 0.0010917676575523711 0.0010663367459524359 0.0017487661709030267 0.0017325026835704489 0.0011831842278927363
leaf_count=930 372 102 165 136 430 214 171 80 118 417 337 94 207 137
internal_value=0 2.2814e-05 5.92295e-05 0.000402069 -2.54617e-07 7.86951e-05 0.000136788 4.46842e-05 0.000116691 0.000412625 8.57204e-05 -7.07942e-05 0.000108519 -0.00034357
internal_weight=0 0.0182055 0.017188 0.00254127 0.0146467 0.0119083 0.0107597 0.00917857 0.00814825 0.00316014 0.0021581 0.0049881 0.00323934 0.00273846
internal_count=3910 2980 2608 238 2370 1803 1638 1467 1387 968 754 419 325 567
is_linear=0
shrinkage=0.00188464


Tree=3002
num_leaves=18
num_cat=0
split_feature=0 147 12 52 15 39 3 4 0 47 4 150 16 16 42 1 16
split_gain=0.000157973 0.000160155 0.000155558 0.000163956 0.000179314 0.000130396 0.000157966 0.000117818 0.000201524 0.000156047 0.000148338 0.000115919 8.04549e-05 0.000190637 6.83769e-05 6.32159e-05 5.69891e-05
threshold=0.18055000000000002 0.087265000000000023 0.10852500000000001 0.28122000000000008 -0.24219999999999997 0.097470000000000015 0.13772500000000001 -0.23071499999999998 -0.060094999999999989 0.096175000000000024 0.015635000000000003 0.086420000000000011 -0.083144999999999983 -0.008069999999999999 0.08401500000000002 0.092550000000000007 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 11 12 16 -14 15 -12 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 14 -13 13 -15 -16 -17 -18
leaf_value=0.00064360075749815646 0.00069761795235962984 0.00066354232099254031 -0.00069891157903188036 -0.00073182125356930521 -0.00060740458242949306 -0.00069811549649528436 0.00064586243485779092 -9.062071662450271e-05 0.00066938382813182414 -0.00075339817370061678 0.0007964495297073192 -0.00072693151119788523 -0.0008616811630934927 0.00018431069949830854 -8.2116992677469208e-05 0.0001749138429611332 0.00051089132730379472
leaf_weight=0.0013645680368208251 0.0010079502644535212 0.0010121161997961444 0.0013348166346904581 0.0011087159263599633 0.0012507692812424023 0.001007295712868588 0.0011510429621439675 0.0011513546365470913 0.0013184968011402667 0.0011065632595720085 0.0010844709106436756 0.0011403109017730402 0.0011109852130472809 0.0012804305879202454 0.0011254019830628792 0.0011522494578031228 0.0010089396850811567
leaf_count=254 44 186 298 315 218 79 100 291 143 196 121 163 721 371 160 29 221
internal_value=0 -5.23311e-05 -9.10843e-05 -4.43526e-05 2.5442e-06 -5.6211e-05 -9.63026e-06 -6.88998e-05 -1.02246e-05 -9.84135e-05 -1.83637e-05 -0.000200126 -6.81493e-05 -0.000301628 0.000289358 0.000476265 0.000190308
internal_weight=0 0.0197085 0.0186964 0.0173616 0.0162529 0.0148883 0.013881 0.01273 0.0114792 0.0101607 0.00905414 0.00569202 0.00455171 0.00239142 0.00336212 0.00223672 0.00216029
internal_count=3910 3866 3680 3382 3067 2813 2734 2634 2416 2273 2077 1767 1604 1092 310 150 512
is_linear=0
shrinkage=0.00184769


Tree=3003
num_leaves=12
num_cat=0
split_feature=51 151 15 0 47 160 12 43 0 16 12
split_gain=3.81099e-05 8.37026e-05 9.72839e-05 9.30195e-05 0.000108364 8.01527e-05 8.3776e-05 6.76939e-05 5.47027e-05 4.2556e-05 3.59506e-05
threshold=0.12190000000000002 0.069165000000000018 -0.24219999999999997 -0.06402999999999999 0.096175000000000024 0.087260000000000018 0.089995000000000006 -0.0037249999999999996 -0.029849999999999998 -0.087089999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -5 -9 -10
right_child=-2 -3 3 8 -6 -7 -8 9 10 -11 -12
leaf_value=0.0076326955793395287 -0.0052471507453902026 0.0077925271029205085 -0.0037532951191734825 0.0078745482012591763 -0.010863870366216298 -0.0079454076630559572 -0.0062488024272964043 0.0068927021977246749 0.0043441463271322762 0.00058252791646814725 -0.0024198625127447907
leaf_weight=0.0011172612891189341 0.0010534133640853231 0.0010924731101799494 0.001310267420524648 0.0011197468125389255 0.0011138980119407282 0.001244277562587149 0.0013619912029771393 0.0017192773488269968 0.0010718795291702523 0.0016707640915858825 0.0014875632299223285
leaf_count=283 220 158 883 230 223 307 818 234 167 240 147
internal_value=0 0.000302082 -0.000317057 -0.00105112 -0.00268304 -0.00143586 -9.97807e-05 0.001682 0.0026838 0.00378277 0.000412864
internal_weight=0 0.0143094 0.0132169 0.0120997 0.00842048 0.00730658 0.0060623 0.00470031 0.00367919 0.00339004 0.00255944
internal_count=3910 3690 3532 3249 2705 2482 2175 1357 544 474 314
is_linear=0
shrinkage=0.0281572


Tree=3004
num_leaves=12
num_cat=0
split_feature=14 13 15 12 43 42 3 0 16 457 16
split_gain=3.59998e-05 8.09563e-05 6.73909e-05 6.49175e-05 7.37138e-05 0.000159251 6.47859e-05 7.25356e-05 0.000115224 5.66814e-05 2.25617e-05
threshold=-0.13131999999999996 -0.45122499999999993 -0.106555 0.10129000000000001 -0.17307499999999998 0.086325000000000013 0.076695000000000013 -0.060094999999999989 -0.083144999999999983 0.085980000000000015 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6 -8 -7
right_child=1 2 3 -5 5 10 9 -9 -10 -11 -12
leaf_value=-0.0047047361358337403 0.0078722324750253089 0.0045516148450093323 0.0055851631804053649 -0.0076391172687070219 0.0072465444407168785 -0.0051024565064114458 -0.005010196712808104 0.0094915895654640228 -0.0042228159148499193 0.0029727456012444468 -0.010847132200092027
leaf_weight=0.001178507257745977 0.0010039835503498308 0.0018962144819013793 0.0013573634575508803 0.0010415835333455444 0.0011917747384839943 0.0010352552262209991 0.0019761994426984175 0.0010097108420025879 0.0015172684935093881 0.0010315973290659086 0.0010487366862404965
leaf_count=172 94 460 123 414 370 291 216 195 747 79 749
internal_value=0 0.000317442 -0.000261305 -0.00107547 -0.000403096 -0.00132565 0.000740111 0.00317656 0.000822838 -0.00227225 -0.00799338
internal_weight=0 0.0141097 0.0131057 0.0112095 0.0101679 0.00881054 0.00672655 0.00371875 0.00270904 0.0030078 0.00208399
internal_count=3910 3738 3644 3184 2770 2647 1607 1312 1117 295 1040
is_linear=0
shrinkage=0.0276051


Tree=3005
num_leaves=16
num_cat=0
split_feature=4 0 43 1 48 14 2 16 16 160 4 0 12 15 47
split_gain=0.000107714 0.000205509 0.000129985 0.000110157 0.000127148 0.000143011 0.000324223 0.000119308 0.000138421 0.000109433 7.89909e-05 7.76491e-05 7.4071e-05 9.06563e-05 0.000103164
threshold=-0.51381999999999983 0.14676000000000003 -0.27619499999999997 0.076710000000000014 0.12862000000000004 -0.13131999999999996 0.11125500000000001 0.081265000000000018 -0.008069999999999999 0.086110000000000006 0.022820000000000003 -0.083564999999999987 0.095450000000000021 -0.021529999999999997 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 8 9 12 11 -4 13 14 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00057791922550753363 -0.00066010563851670308 0.00081663412031944289 -0.00043206217091128397 -0.00037314064748937244 -0.00048039002856790501 0.00066646271950730621 0.0010247951494791346 -0.00045233112109406266 0.00080876272095773511 -0.00044655047537450971 -0.00058472155663164059 0.00017857166236058485 0.00064473152560900213 -0.00035468798257454084 -0.00014085062747413603
leaf_weight=0.0010887543355333823 0.0010431352628773758 0.0010432016922154409 0.0011716979084441946 0.0014308075009511834 0.0011363186853112781 0.00116934726850335 0.0015511859828039234 0.0011433148292867568 0.0010510071907638184 0.0010920569030048247 0.0014720180034024752 0.0018079073442955011 0.0010148644677475116 0.0011147642257587978 0.0010046620609033274
leaf_count=80 171 68 801 162 106 186 266 238 202 108 315 703 136 297 71
internal_value=0 2.03345e-05 -2.79534e-05 1.28524e-05 0.000106917 0.000170043 0.000255064 9.77522e-05 0.000195309 7.58164e-05 -0.000234549 -6.15536e-05 0.000208368 7.37131e-05 0.000293384
internal_weight=0 0.0182463 0.0172031 0.01616 0.0117083 0.010572 0.0091412 0.00759002 0.0064467 0.00539569 0.00445162 0.00297961 0.00430364 0.00328877 0.00217401
internal_count=3910 3830 3762 3591 1772 1666 1504 1238 1000 798 1819 1504 690 554 257
is_linear=0
shrinkage=0.00184769


Tree=3006
num_leaves=16
num_cat=0
split_feature=1213 453 4 0 403 160 16 16 160 13 13 14 15 4 4
split_gain=0.000612032 0.000176199 0.000187407 0.000141448 0.000207848 0.000190926 0.000299485 0.000188915 0.000161247 0.000201982 0.00016627 0.000129452 0.000129282 0.000111671 3.14476e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.28937500000000005 0.18055000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.0072149999999999992 0.31524000000000002 0.099550000000000013 -0.073799999999999991 -0.13934999999999997 -0.41992499999999994 0.035895000000000003 -0.0017649999999999999 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 10 -7 -4 13 -11 -12
right_child=1 -3 11 -5 -6 7 -8 -9 -10 12 14 -13 -14 -15 -16
leaf_value=-0.0013814556637419451 -0.0012230607956251794 -0.00067220530503367361 0.00012234567291906156 0.00069033737202070912 0.00056423891011521399 5.0331202681230336e-05 4.7423407256423493e-05 -0.0005297223877930024 -0.00043490408860849105 0.00063977062010621942 0.0010973728323158813 0.0010119235659710912 -0.0004885954996994437 -8.3104533202486689e-05 0.00065065653391823829
leaf_weight=0.0010225978808235904 0.0011451753472691483 0.0010325390134394144 0.00100291662660432 0.0010010828574000359 0.00180986790412939 0.0013283184370898038 0.0012999305076676505 0.0017784220917813577 0.0014766066722773251 0.0010879110454106947 0.0010231680483114031 0.0011549257450879811 0.0014131627441096167 0.0019730493206304919 0.001045510821455764
leaf_count=592 561 99 94 37 225 106 350 292 214 142 228 308 445 159 58
internal_value=0 5.60927e-05 9.66534e-05 3.0555e-05 -1.2387e-05 -8.92861e-05 -0.000547613 1.14368e-05 0.000114393 0.00021744 0.000550463 0.000598468 -3.54082e-05 0.000173816 0.000871602
internal_weight=0 0.0195726 0.01854 0.0163822 0.0153811 0.0135713 0.00244511 0.0111261 0.00934773 0.00787112 0.003397 0.00215784 0.00447412 0.00306096 0.00206868
internal_count=3910 3318 3219 2817 2780 2555 911 1644 1352 1138 392 402 746 301 286
is_linear=0
shrinkage=0.00181146


Tree=3007
num_leaves=12
num_cat=0
split_feature=42 42 150 151 151 4 52 133 13 4 12
split_gain=3.88881e-05 7.87995e-05 5.68744e-05 0.000156865 0.000103302 9.59455e-05 8.7795e-05 0.000131076 9.05778e-05 6.66046e-05 1.01186e-05
threshold=-0.11145999999999999 -0.088669999999999985 0.083205000000000015 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 0.11401500000000002 -0.0056849999999999991 -0.083924999999999986 -0.034289999999999994 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -6 10 -10 -9
right_child=1 2 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.0045483471206501673 0.0065185694987987351 -0.0077206641317334422 0.0090620641006550571 -0.0025096008225500405 -0.0067950471972812133 0.0062767645780097223 -0.0067346898521435748 0.0071610902381000667 -0.0038126002303206889 0.002393819735857556 0.0038357172807573854
leaf_weight=0.0010009622802569862 0.0010345351645482887 0.0011325697093412497 0.0012182113269545887 0.0013949184815259712 0.0013048850783489666 0.0011222263221085547 0.001281839883350064 0.001006595575481915 0.0018945521397310361 0.001945462253443264 0.0010253547698360344
leaf_count=229 251 289 286 176 679 273 453 222 614 345 93
internal_value=0 0.00025471 -0.000231549 0.00288498 -0.000991702 -0.000196264 -0.00105505 -4.06232e-05 0.00146036 -0.000668249 0.00548305
internal_weight=0 0.0143612 0.0133266 0.00261313 0.0107135 0.00958092 0.00845869 0.00717685 0.00587196 0.00384001 0.00203195
internal_count=3910 3681 3430 462 2968 2679 2406 1953 1274 959 315
is_linear=0
shrinkage=0.0235607


Tree=3008
num_leaves=14
num_cat=0
split_feature=403 403 43 4 13 3 457 13 160 160 43 15 0
split_gain=0.000123366 8.05577e-05 9.50171e-05 0.000135725 0.000172297 0.000181443 0.000114753 0.000113201 9.50993e-05 9.92354e-05 0.000178991 0.000112664 0.000240156
threshold=-1.0000000180025095e-35 0.09389500000000002 -0.15109999999999998 -0.34687499999999999 0.00079000000000000012 -0.086589999999999986 -0.0034949999999999994 0.24518500000000001 0.10070500000000002 -1.0000000180025095e-35 -0.074254999999999988 -0.10469999999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 -7 -2 9 -8 -11 -12 -13
right_child=1 -3 3 4 -6 6 8 -9 -10 10 11 12 -14
leaf_value=-0.00064010516294880796 0.00078187796942335663 -0.00047781222225021588 -0.0004879949148168224 -0.00072407561286917741 0.00071928589520392722 -0.00049754606782075235 -0.00014086685019765947 -3.5210665776841633e-05 -0.0003933466421071353 0.00085427180944499007 -0.00033314001943822897 0.00076616053871606503 -0.00037494815482204278
leaf_weight=0.0010216058469469129 0.0012342110925198354 0.0010384045200190822 0.0017370583721938804 0.0010923996801888115 0.0012315037128652227 0.0010783166918146925 0.0019930903564259811 0.0010901512977106766 0.0010002401658761335 0.0016308967072833557 0.0012455177229659968 0.0016823264515176699 0.0010062660375863262
leaf_count=930 126 307 252 297 244 243 555 85 143 252 135 109 232
internal_value=0 2.09152e-05 5.32383e-05 -5.3757e-06 6.47162e-05 -1.04167e-05 7.04828e-05 0.000398654 0.000142052 0.000212907 0.00033961 0.000126255 0.000339075
internal_weight=0 0.0170604 0.016022 0.0136976 0.0119606 0.0107291 0.00963665 0.00232436 0.00855834 0.0075581 0.00556501 0.00393411 0.00268859
internal_count=3910 2980 2673 2462 2210 1966 1669 211 1426 1283 728 476 341
is_linear=0
shrinkage=0.00184769


Tree=3009
num_leaves=15
num_cat=0
split_feature=403 52 3 158 48 1 49 13 2 15 43 3 2 4
split_gain=0.000119262 0.00011154 9.13464e-05 0.000105861 0.000109426 0.000154181 0.000197227 0.000142072 0.00029646 0.000139097 8.03152e-05 9.98163e-05 0.000106492 4.79892e-05
threshold=-1.0000000180025095e-35 -0.37613999999999997 -0.15464999999999998 0.085745000000000002 0.12862000000000004 0.10561500000000001 -0.085974999999999982 -0.09547499999999999 0.097575000000000009 -0.097794999999999979 -0.083094999999999988 -0.060719999999999989 0.086650000000000019 0.40812500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 10 13 -9 -12 -13 -7
right_child=1 2 3 -5 -6 9 7 8 -10 -11 11 12 -14 -15
leaf_value=-0.00060415368855138286 -0.0005074108371666881 0.00049777193211732358 -0.00074235494244055645 -0.00056156398902354422 -0.0005143771662684273 -0.00017130940985920142 0.00052769874024346511 0.00051053210480223553 -0.00093373296516750034 0.00081193252863271607 -0.00044540365642693872 -0.00013012671882040364 0.00058055524549785681 0.00037331954624161818
leaf_weight=0.0011162321887535484 0.0012832254265694931 0.0014698623547534364 0.0011505114289142209 0.0010132376001506819 0.0010640410743039111 0.0010820276529660852 0.0018367121140964561 0.001359355058756527 0.0010901800832270811 0.0016809287026390636 0.0012426110659727349 0.0016516332758324602 0.0012758893771920299 0.0011282694052659073
leaf_count=930 382 142 126 307 91 52 133 320 240 215 599 95 82 196
internal_value=0 1.79175e-05 5.7466e-05 1.5914e-05 5.6095e-05 0.000101065 -2.46137e-05 7.30368e-05 -5.3115e-05 0.000411347 0.000120505 -6.63309e-06 0.000179607 0.000106702
internal_weight=0 0.0183285 0.0170453 0.0155754 0.0145622 0.0134981 0.00960689 0.00845638 0.00661967 0.00389123 0.00552949 0.00417013 0.00292752 0.0022103
internal_count=3910 2980 2598 2456 2149 2058 1595 1469 1336 463 1096 776 177 248
is_linear=0
shrinkage=0.00184769


Tree=3010
num_leaves=11
num_cat=0
split_feature=11 3 47 0 1 13 52 13 15 2
split_gain=3.72936e-05 5.45735e-05 5.19099e-05 9.31858e-05 7.1361e-05 0.000137313 9.84615e-05 5.41403e-05 8.46691e-05 3.80427e-05
threshold=0.08184000000000001 -0.10315499999999998 0.087850000000000025 -0.10462499999999998 0.088010000000000019 -0.0010249999999999997 -0.074484999999999982 -0.084084999999999979 0.083935000000000023 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 7 -6 -7 -3 -9 -1
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=0.00050327579001513 -0.0047236879200451718 -0.0050526602452840939 -0.00916379682035472 8.1661424212704355e-05 0.0089066313224623727 -0.0061689426264132157 0.0033520606613831917 -0.0027792458201323484 0.0056495145900698693 0.0071632511111945256
leaf_weight=0.0010390702075184716 0.0010028972120811547 0.0017553060322969063 0.0010695619902619247 0.0018783573094111111 0.0015272580521657878 0.0011179065154429679 0.0017295040100147427 0.0019609780483937295 0.0012015198794288594 0.0011078095596380177
leaf_count=180 224 626 97 338 691 101 206 671 644 132
internal_value=0 0.00026297 -0.000381935 -0.00327277 0.000535145 0.00285823 -0.000385929 -0.00153137 0.000423072 0.00393988
internal_weight=0 0.0143873 0.0122404 0.00294792 0.00929247 0.00437467 0.00284741 0.0049178 0.0031625 0.00214688
internal_count=3910 3686 3374 435 2939 998 307 1941 1315 312
is_linear=0
shrinkage=0.0250028


Tree=3011
num_leaves=17
num_cat=0
split_feature=403 403 403 160 474 483 43 43 43 3 0 151 15 160 13 52
split_gain=0.000131423 9.54942e-05 0.000121696 0.000151943 0.000229691 0.000300319 0.00010904 0.000134485 0.000170077 0.00010107 0.000115801 0.000124989 0.000126606 0.000121397 9.49283e-05 9.29927e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.15109999999999998 -0.08768999999999999 -0.074254999999999988 -0.11266 -0.10071499999999999 -0.0088999999999999982 -0.10469999999999999 0.0034400000000000008 0.24518500000000001 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 14 -8 -9 -10 11 -11 -13 -14 -5 -12
right_child=1 -3 -4 6 -6 -7 7 8 9 10 15 12 13 -15 -16 -17
leaf_value=-0.00059654125239185657 -0.0011501683294897734 -0.00046651608114477774 0.00062310410679954575 0.0008303728145731288 0.00035620079332729078 8.0311974045946382e-05 -0.00055281610351516229 0.00060621871688728852 0.0004799741537171874 -0.00042569874944362144 -0.00079195376828780834 -0.00026742571523974835 0.00083274065019380234 3.706408688069974e-05 9.8037546388018987e-05 -5.9598473719664557e-05
leaf_weight=0.0010506094337176313 0.0012905780687590528 0.0010816205858609476 0.0010371285422290924 0.0010369926910533686 0.0010685905116134473 0.0010466769657126859 0.0010180969133289355 0.0016013716207409169 0.001064251536949383 0.0011114926882491716 0.0010110343669391311 0.0010008717146063884 0.0012008624630382167 0.0010448453909206457 0.0010260351891012119 0.0010097619844515043
leaf_count=930 440 307 84 88 250 274 184 363 184 93 318 75 66 41 58 155
internal_value=0 2.48979e-05 5.6978e-05 1.91744e-05 -0.000299394 -0.000599131 0.000108654 3.53602e-05 0.000101568 -7.00596e-06 -8.82538e-05 6.8359e-05 0.000237504 0.000462542 0.00046615 -0.000426007
internal_weight=0 0.0176502 0.0165686 0.0155315 0.00340585 0.00233726 0.0121256 0.0100626 0.00904449 0.00744312 0.00637887 0.00435807 0.00324658 0.00224571 0.00206303 0.0020208
internal_count=3910 2980 2673 2589 964 714 1625 1479 1295 932 748 275 182 107 146 473
is_linear=0
shrinkage=0.00170698


Tree=3012
num_leaves=16
num_cat=0
split_feature=403 52 1 14 3 1 16 2 4 0 43 1 52 0 13
split_gain=0.000143373 0.000136191 0.000110636 0.000128818 0.000152713 0.0001078 0.000176474 0.000128498 0.000139839 9.42737e-05 0.000118864 9.23576e-05 8.3293e-05 4.5974e-05 3.36833e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.14000500000000002 -1.0000000180025095e-35 -0.15464999999999998 0.099595000000000017 -0.5152199999999999 0.10393500000000001 0.015635000000000003 -0.07773999999999999 -0.0037249999999999996 0.11215000000000001 -0.069134999999999988 -0.14733499999999997 -0.012339999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 8 9 10 -6 -8 -12 -14 -10
right_child=1 2 -4 4 5 6 11 -9 14 -11 12 -13 13 -15 -16
leaf_value=-0.00064699148933470576 -0.00061900730682221974 -0.00048843548594370287 0.00059847466269249961 0.0006747465941859081 -0.00078844791985965216 -0.0003544016474463685 0.00088025371913506996 -0.0005679185170608021 0.00060460394168761959 0.00020556721395853145 -0.00052728401321066026 0.0002291957645260778 0.0003671681121503621 -0.0001623773933742312 0.00015473876102653264
leaf_weight=0.0010985759236935488 0.0010135641412730842 0.0014641171661121241 0.0010899961650778179 0.0011868175889510691 0.0010993819937259869 0.0010828694712416132 0.0011372393648162566 0.0015071276897236129 0.0011025059315162497 0.0017323308923751076 0.0010059765014934774 0.0017366223894737815 0.0010085597270514529 0.0010611253922569288 0.0010020396723414426
leaf_count=930 372 140 160 121 680 114 174 207 136 259 54 232 51 228 52
internal_value=0 1.36315e-05 5.08756e-05 1.38637e-05 6.40202e-05 1.02332e-05 0.000256604 -9.21746e-05 -2.68205e-06 -0.000142724 -0.000287238 0.000486831 -0.000108083 9.56707e-05 0.000390409
internal_weight=0 0.0182303 0.0172167 0.0161267 0.0146626 0.0134758 0.00395673 0.00951905 0.00801192 0.00590737 0.00417504 0.00287386 0.00307566 0.00206969 0.00210455
internal_count=3910 2980 2608 2448 2308 2187 520 1667 1460 1272 1013 406 333 279 188
is_linear=0
shrinkage=0.00177594


Tree=3013
num_leaves=11
num_cat=0
split_feature=484 52 52 0 1 160 133 47 42 4
split_gain=3.53783e-05 4.85077e-05 7.75665e-05 0.00010677 0.000158189 6.06689e-05 7.77878e-05 7.63352e-05 0.000123478 0.000157855
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.15007499999999999 0.080320000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09550500000000002 0.088345000000000021 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 8 9 -8
right_child=1 5 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.0053515672202082594 -0.0039720640271081447 -0.0064047081068277518 -0.0011249782993708857 0.00069350127315321187 0.016970092306127661 -0.0058801937234465402 0.0033370740410612124 0.0078813756182112699 0.0075555878373481187 -0.0089233474543283248
leaf_weight=0.0010565568980536255 0.0011636668605197265 0.0015157266790836827 0.0015373770474295667 0.0010200116284412161 0.0011168755293861016 0.0015584681223893013 0.0018387256029352682 0.0013485161440428333 0.0013738630813753955 0.0019132321793033479
leaf_count=612 369 625 63 190 371 723 242 113 328 274
internal_value=0 0.000313443 0.00275101 0.00488025 0.0092007 -0.000921592 0.000113029 0.00155569 -0.000108496 -0.00291487
internal_weight=0 0.0143865 0.00483793 0.00367426 0.00213689 0.00954853 0.00803281 0.00647434 0.00512582 0.00375196
internal_count=3910 3298 993 624 561 2305 1680 957 844 516
is_linear=0
shrinkage=0.0298806


Tree=3014
num_leaves=15
num_cat=0
split_feature=403 453 52 1 14 3 1 49 0 4 43 13 12 49
split_gain=0.000134914 0.000120153 0.000125167 0.00010951 9.75353e-05 0.000144427 0.000138191 0.000146103 0.000129332 0.000110145 0.000100765 0.000217522 8.61267e-05 0.000189759
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.40083499999999994 0.13860500000000003 -1.0000000180025095e-35 -0.15464999999999998 0.10113500000000002 -0.085974999999999982 -0.10071499999999999 0.0057500000000000008 -0.083094999999999988 -0.09547499999999999 0.092475000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 9 -9 -10 -12 13 -8
right_child=1 -3 3 -5 5 6 12 8 10 -11 11 -13 -14 -15
leaf_value=-0.00067303623518676038 -0.00060057810778838319 -0.00063056171907181042 -0.00043093057315557633 0.00069229910735193188 0.000733419618249075 -0.00073641909635818639 1.1260353847098871e-05 -0.00010872550073667565 0.00020750816936163983 0.00059372823852718766 0.00020307553517734511 -0.00080840679711843084 -6.5895457164502223e-05 0.0011038166917400826
leaf_weight=0.0011193489499614585 0.0010239295045933036 0.0010094969849482873 0.0014090084274331329 0.0010516634552642139 0.00121365966739351 0.001114270761734453 0.001137449216779789 0.0014388364273913651 0.0015376553079416147 0.0019331075046763457 0.0013397881921023407 0.0018997023173340857 0.0011526189082958216 0.0012149238732359459
leaf_count=930 362 96 132 175 121 119 172 107 370 127 75 839 119 166
internal_value=0 1.42652e-05 5.15335e-05 9.21422e-05 5.11337e-05 9.97127e-05 3.94775e-05 -8.35384e-05 5.73368e-06 0.000293985 -0.000197729 -0.000390078 0.000364597 0.00057553
internal_weight=0 0.0184761 0.0174666 0.0164427 0.015391 0.013982 0.0127684 0.00926336 0.00814909 0.00337194 0.00477715 0.00323949 0.00350499 0.00235237
internal_count=3910 2980 2884 2522 2347 2215 2094 1637 1518 234 1284 914 457 338
is_linear=0
shrinkage=0.00192234


Tree=3015
num_leaves=18
num_cat=0
split_feature=1213 4 453 4 0 43 403 3 43 0 0 3 4 15 49 0 3
split_gain=0.000594629 0.000176858 0.000190472 0.000151079 0.000206783 0.000210543 0.000183268 0.000181039 0.00013814 0.000132132 0.000145115 0.00012649 9.28267e-05 0.000174344 0.000171361 0.000280854 0.000110755
threshold=-1.0000000180025095e-35 -0.51381999999999983 1.0000000180025095e-35 0.25367000000000006 -0.017269999999999997 -0.24333999999999997 0.03138500000000001 -0.084129999999999996 -0.082484999999999989 -0.15291499999999997 -0.10943499999999999 -0.055684999999999991 -0.065054999999999988 -0.07142999999999998 -0.047309999999999998 -0.10209999999999998 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 -5 -11 -6 -10 14 -14 -16 -15
right_child=1 2 -4 9 11 6 -8 8 12 10 -12 -13 13 16 15 -17 -18
leaf_value=-0.0014603115335329612 -0.0006822993270048295 -0.00086789582192018364 -0.00069121134928137699 0.0010374899624423597 0.00015630180877363925 -0.00076656468630759752 0.00067625284488320465 0.00069238092321177128 -0.00048870679662052767 -0.00022429840757070955 0.00076839706016220159 0.0010420331817280444 0.00031134569479595578 2.9287503644318649e-05 -0.0012441079104591525 0.00016176275520612854 0.00084454575533628629
leaf_weight=0.0010052918890168334 0.0011345642599227225 0.0010403580859713749 0.0010632522450093598 0.0011635326783723077 0.0012520098915939082 0.0011736271239635243 0.0014398273269298914 0.0010480426625928876 0.0014538027606013351 0.0011741993371885417 0.0010141996773050089 0.0011368128172532235 0.0013405532479159265 0.0012106823700729508 0.001092041694439271 0.0010114749712227399 0.0012532102809212908
leaf_count=592 79 144 98 112 153 636 153 199 365 109 274 108 107 305 78 332 66
internal_value=0 5.48354e-05 9.91614e-05 0.000146361 6.10818e-05 -4.12402e-05 3.67782e-05 -5.92973e-05 3.94051e-05 0.000514059 0.00023576 0.000577811 -5.35544e-05 5.35257e-05 -0.000225786 -0.000568096 0.000443952
internal_weight=0 0.0200022 0.0188676 0.0178044 0.0144524 0.0120636 0.0110233 0.00958344 0.00840981 0.00335193 0.0021884 0.00238882 0.00736177 0.00590796 0.00344407 0.00210352 0.00246389
internal_count=3910 3318 3239 3141 2646 2385 2241 2088 1452 495 383 261 1253 888 517 410 371
is_linear=0
shrinkage=0.00192234


Tree=3016
num_leaves=13
num_cat=0
split_feature=133 13 484 11 16 160 43 151 1 0 0 42
split_gain=3.59476e-05 7.13381e-05 5.95018e-05 6.07559e-05 7.37455e-05 0.000133475 0.000124336 6.02405e-05 8.82819e-05 5.24575e-05 0.000109034 8.04985e-06
threshold=0.10681500000000001 -0.23438999999999996 0.087495000000000017 0.080455000000000013 -0.014099999999999998 -0.075234999999999982 -0.074254999999999988 -0.0088999999999999982 0.10113500000000002 -0.083934999999999996 -0.10209999999999998 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 11 -3 9 10 -9 -7
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12 -13
leaf_value=0.0052903466887095968 -0.004410799423461031 -0.0053656219829746072 -0.0058718663129854144 -0.0055621419494486053 0.010646834543060913 0.0026296474092123321 -0.0063348072962077003 -0.0045366440193216184 0.005109522149273898 -0.0059399083889137509 0.0057407301864910608 0.0057351201271472075
leaf_weight=0.001515690757291333 0.0010633538283123739 0.0014169272486606339 0.0010681823617727263 0.001016465773291988 0.0010896295831095155 0.001003427319820345 0.0010183790477343293 0.0013249488022850408 0.0016126721966581012 0.001213838662202715 0.0011661950863405377 0.0010027443924600504
leaf_count=195 545 236 303 218 246 316 323 194 202 469 521 142
internal_value=0 0.000259058 -0.000330568 0.000168294 0.000705203 0.00329091 0.00064085 -0.000874414 0.000322301 -0.00176144 0.000274569 0.00418186
internal_weight=0 0.0144491 0.0129334 0.0118652 0.0108488 0.00411418 0.00302455 0.00673458 0.00531765 0.00370498 0.00249114 0.00200617
internal_count=3910 3365 3170 2867 2649 1027 781 1622 1386 1184 715 458
is_linear=0
shrinkage=0.0245125


Tree=3017
num_leaves=16
num_cat=0
split_feature=403 52 1 48 1 52 16 43 16 49 13 16 52 1 0
split_gain=0.000114252 0.000112993 9.89426e-05 9.37377e-05 9.93608e-05 0.000183845 0.00022624 9.32689e-05 0.000152044 0.000124495 0.000128965 0.000184837 0.000102777 8.27648e-05 3.51337e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.13860500000000003 0.11930500000000001 0.10444500000000001 -0.014099999999999998 -0.23935499999999996 -0.15648499999999999 0.15737500000000001 -0.084114999999999981 -0.09547499999999999 -0.19424999999999998 0.0033900000000000002 0.086430000000000021 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 -3 9 -9 -11 -12 13 -13 -15
right_child=1 2 -4 -5 5 6 -8 8 -10 10 11 12 -14 14 -16
leaf_value=-0.00076387230195382291 -0.00074817755221818377 0.00025268010351324797 0.00044411489884393625 -0.00066755331731435381 0.00082624307015432587 0.00029882001943938385 -0.00078439763707948535 -0.00072774347266255817 -0.00084671631824419192 0.00049434176149382408 -0.00088176083872691354 0.00016137102686619573 0.0003789672321006195 -0.0006841038971203997 -0.00019708638919767481
leaf_weight=0.0010921799479195636 0.0010105424181594573 0.0013573740161261531 0.0010254662370746742 0.0011033474933485046 0.0010023846584217132 0.0018160979074419853 0.0010324908784140685 0.0011709511435703066 0.0013205684667598619 0.0011311248968311092 0.0010684690866618173 0.0012517070522939612 0.0014488817994380791 0.0010219878067007637 0.0010010290011265993
leaf_count=930 372 147 178 102 187 197 98 141 121 152 94 423 521 50 197
internal_value=0 -0.000148168 -0.000111973 -0.000148234 -0.00010905 0.000145682 -9.37998e-05 -0.000200115 -0.000265397 -0.000170554 -7.63143e-05 -0.000187757 -3.07746e-05 -0.000212062 -0.000443118
internal_weight=0 0.0177624 0.0167519 0.0157264 0.0146231 0.00385097 0.00284859 0.0107721 0.00941472 0.00809415 0.0069232 0.00579207 0.00472361 0.00327472 0.00202302
internal_count=3910 2980 2608 2430 2328 482 295 1846 1699 1578 1437 1285 1191 670 247
is_linear=0
shrinkage=0.00184769


Tree=3018
num_leaves=12
num_cat=0
split_feature=150 151 11 15 3 1 1 47 52 3 4
split_gain=3.73993e-05 8.33609e-05 6.02351e-05 5.21829e-05 9.52585e-05 0.000128673 8.40209e-05 8.29749e-05 4.16865e-05 6.62659e-05 5.69826e-05
threshold=0.084800000000000014 -0.07299499999999999 0.077165000000000025 -0.017214999999999998 0.10223 0.089895000000000017 0.10252500000000002 0.09585500000000001 0.091715000000000005 -0.089974999999999986 -0.082224999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -7 9 -5 -11
right_child=1 -3 -4 6 -6 7 -8 -9 -10 10 -12
leaf_value=-0.0058063071145523252 0.0072508498777075917 -0.00088465863219850055 -0.0056652079122058129 -0.0030206443206079068 -0.0058731080027741448 0.0076713905660491868 0.0072417796175528668 -0.00090568511311367331 -0.0028851288732122354 0.0076612904405853758 0.00073998032124883689
leaf_weight=0.0011291993925204866 0.001067998873663184 0.0016342806950000741 0.0011009831529872277 0.0011633535446218179 0.0018828360683930219 0.0011942833037375498 0.0010128217186227868 0.0011216700955830657 0.001634457936297273 0.001015659457073376 0.0015273603157280142
leaf_count=782 245 213 252 302 195 274 125 174 472 317 559
internal_value=0 0.00233067 -0.000601561 -0.000124318 -0.00177715 0.00046136 0.0012617 0.00351731 0.000127654 0.00145625 0.00350429
internal_weight=0 0.00270228 0.0127826 0.0116816 0.00532799 0.00344515 0.00635365 0.00231595 0.00534083 0.00370637 0.00254302
internal_count=3910 458 3452 3200 1425 1230 1775 448 1650 1178 876
is_linear=0
shrinkage=0.0226458


Tree=3019
num_leaves=13
num_cat=0
split_feature=4 16 2 40 4 42 160 13 1 15 1 52
split_gain=4.64786e-05 4.65914e-05 6.79397e-05 0.000138529 0.000107388 8.54986e-05 7.48363e-05 9.91794e-05 0.000126083 6.50278e-05 4.15363e-05 3.56913e-05
threshold=0.27020000000000005 -0.30307999999999996 0.10910500000000002 -1.0000000180025095e-35 0.070230000000000015 0.088915000000000008 -0.081299999999999983 -0.076384999999999995 0.085990000000000011 -0.017214999999999998 0.11198000000000001 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -9 -4 -2 -10
right_child=10 2 9 4 -6 -7 7 8 11 -11 -12 -13
leaf_value=-0.0063191324630827647 -0.00032050660374914304 -0.012497637126542453 -0.00075236018743887897 0.0080339396106586559 0.0088741991389610832 -0.008698082406252446 0.0051517119691367906 -0.013643675909489096 -0.0047733796811519069 0.010587492162196404 0.0086672880821324037 0.0033566752306558763
leaf_weight=0.0014422373504242069 0.0010480594286950702 0.0010339045189712544 0.0010273480088054711 0.0010579447562293265 0.0012315015432249818 0.001381416512927224 0.0016164887076739031 0.0010898347606037185 0.0010208150699805626 0.0010905830421762833 0.0011050508856614817 0.0012647383949109803
leaf_count=171 137 194 258 444 71 713 460 595 157 196 335 179
internal_value=0 -0.000831132 -0.000161197 -0.00130747 2.80846e-05 -0.00143789 0.000219903 -0.00143615 -0.00459111 0.00508685 0.00429234 -0.000274516
internal_weight=0 0.0132568 0.0118146 0.00969664 0.00866274 0.00743124 0.00604982 0.00499188 0.00337539 0.00211793 0.00215311 0.00228555
internal_count=3910 3438 3267 2813 2619 2548 1835 1391 931 454 472 336
is_linear=0
shrinkage=0.0323437


Tree=3020
num_leaves=15
num_cat=0
split_feature=403 453 160 16 403 39 49 43 4 15 160 15 3 16
split_gain=0.000174298 0.00016091 0.00010194 0.000259026 0.000170365 0.000133121 0.000124243 0.000146987 0.000227502 0.000238731 0.000227434 0.000143362 0.000113623 7.56269e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.008069999999999999 0.09389500000000002 0.096775000000000014 0.089635000000000006 -0.15648499999999999 -0.34687499999999999 -0.10469999999999999 0.087825000000000014 1.0000000180025095e-35 -0.080884999999999985 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -9 -10 11 13 -13 -11
right_child=1 -3 4 -5 -6 -7 -8 8 9 10 -12 12 -14 -15
leaf_value=-0.00071307099690597639 -0.00076666890669966291 -0.00067479965649964416 0.00069902692085176122 0.00022064305167704713 -0.00057008414686374545 -0.00042614031435091003 0.0007248074269377826 -0.00065185940874014272 -0.00055162606311775911 0.0010911595348657508 -0.0002170231340407144 0.00054579455092575917 -0.00026969516976805901 0.00050111947805513883
leaf_weight=0.0011287676626575592 0.0015653084264411546 0.0010360379119869747 0.0014768498407515358 0.0019685006264110036 0.0010680117568757789 0.0010874681729751449 0.0014937052838139122 0.0012015428636852074 0.0012081029267982987 0.001390382042425484 0.0018882350265434743 0.0012438868407409209 0.0010206836873636327 0.0014626747181074318
leaf_count=930 613 96 83 412 258 131 270 148 147 133 213 134 138 204
internal_value=0 1.94736e-05 5.92678e-05 -0.000216689 0.000126329 0.000181532 0.000234885 0.0001677 8.43595e-05 0.000192054 0.000320295 0.000518548 0.000178238 0.000788664
internal_weight=0 0.0191114 0.0180754 0.00353381 0.0145415 0.0134735 0.0123861 0.0108924 0.00941551 0.00821397 0.00700586 0.00511763 0.00226457 0.00285306
internal_count=3910 2980 2884 1025 1859 1601 1470 1200 1117 969 822 609 272 337
is_linear=0
shrinkage=0.00181146


Tree=3021
num_leaves=12
num_cat=0
split_feature=2 157 12 12 15 51 1 150 0 12 12
split_gain=3.79518e-05 6.8343e-05 6.04244e-05 0.000138376 8.82482e-05 5.87016e-05 0.000109357 0.000101373 9.94303e-05 4.83158e-05 0.000104323
threshold=0.086545000000000025 -1.0000000180025095e-35 0.097345000000000015 0.051320000000000005 -0.038029999999999987 0.11355500000000002 0.10561500000000001 0.085200000000000012 -0.088084999999999983 0.089745000000000005 0.095295000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 -3 -10 -11
right_child=1 5 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0037162307108191809 -0.0051730087385621565 -0.0066662798840633015 0.0030701558268420516 -0.0086972736983032296 0.0063990503796041917 -0.0041307239103172957 0.008553026562536625 0.00715111188291539 -0.0025516258909162467 0.0099566438265589665 -0.001557385239919776
leaf_weight=0.001299607679666867 0.0011215595222899737 0.0014258126577086339 0.0013036041732175374 0.0018358361706444508 0.001059327598167876 0.0010481705471264745 0.0015720616085425259 0.0013547339848891705 0.0012433329700859957 0.0010120075686329247 0.0011237505257479154
leaf_count=197 506 378 195 1104 114 141 323 107 279 234 332
internal_value=0 0.000873702 -0.00182153 -0.00334171 0.000826241 0.00164612 0.00242928 0.000866375 -0.000905596 0.00152513 0.00389842
internal_weight=0 0.00990143 0.00549838 0.00419477 0.00235894 0.00877987 0.0077317 0.00615964 0.0048049 0.00337909 0.00213576
internal_count=3910 2300 1610 1415 311 1794 1653 1330 1223 845 566
is_linear=0
shrinkage=0.0260129


Tree=3022
num_leaves=12
num_cat=0
split_feature=52 2 52 4 151 3 2 3 12 16 16
split_gain=3.65085e-05 6.09571e-05 8.90557e-05 8.58036e-05 0.00015383 7.19224e-05 0.000115884 0.000112193 5.09941e-05 0.000147724 8.35866e-05
threshold=0.18936500000000003 0.086545000000000025 0.10433000000000002 -0.34687499999999999 -0.083559999999999982 -0.080744999999999997 0.11230000000000001 0.094625000000000015 0.097345000000000015 -0.089864999999999987 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 -6 7 -7 9 -1 -11
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=-0.013493357864998468 -0.0051162706618714231 -0.0069907530048155669 0.0088431331923885283 -0.0088278535866510108 0.0089815734784428058 -8.0057748650586141e-05 -0.0052027259693945603 0.012960542604337029 0.0030149231343776467 0.0045960875050347887 -0.0057153894419107558
leaf_weight=0.0010562125099107689 0.0011907329520243386 0.0011444062484878463 0.0013636499479032227 0.0010117461222482436 0.001689493401709543 0.0013576568045917366 0.0014158815706933991 0.0010404775658710008 0.0012318357901539706 0.0014527026480985277 0.0013580748173393146
leaf_count=347 449 208 207 285 549 371 344 60 166 526 398
internal_value=0 0.000331984 0.0018077 0.000555184 0.00188063 0.00384924 0.00157577 0.00557786 -0.00227957 -0.00396614 -0.000386078
internal_weight=0 0.0141221 0.00902331 0.00765966 0.00651526 0.00550351 0.00381402 0.00239813 0.00509883 0.00386699 0.00281078
internal_count=3910 3461 2024 1817 1609 1324 775 431 1437 1271 924
is_linear=0
shrinkage=0.0298806


Tree=3023
num_leaves=16
num_cat=0
split_feature=124 12 52 160 457 16 133 159 2 52 52 16 52 1 15
split_gain=0.000131468 0.000135807 0.000139931 0.000149973 0.00012396 0.000116642 9.02443e-05 0.0001707 0.000219434 0.000113314 0.000265636 0.000112667 0.000149693 0.000127218 7.10556e-05
threshold=0.0049200000000000008 0.10852500000000001 0.28122000000000008 -0.087874999999999995 -0.0034949999999999994 -0.50763499999999995 -0.0056849999999999991 0.090705000000000022 0.11339500000000001 -0.27466499999999994 -0.077699999999999977 -0.15168999999999996 0.024145000000000003 0.090355000000000005 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 14 8 9 -8 -11 -12 13 -13 -7
right_child=-2 -3 -4 4 5 6 7 -9 -10 10 11 12 -14 -15 -16
leaf_value=0.00065277820648021619 0.00064434517176154211 -0.0006321248315025378 -0.00069140835874006935 -0.00063402572914115064 0.00049817875809649102 -0.00073318546181380749 -0.00033493463925497551 -0.00070320843694953524 -0.00057240595216955859 0.0010285218358294013 0.00069228051219505425 -0.00077757850470751603 0.00042158209856744174 5.3592692213319431e-05 -3.8250669930158706e-05
leaf_weight=0.0012734695479316932 0.0010086183508700849 0.0013409389839986489 0.0010094520501009374 0.0010861030538166895 0.0016471311364361059 0.0010666033103148833 0.0010857724265715156 0.0010048782365060975 0.0014130885289980579 0.0014816134592867845 0.0010355566900260424 0.0010822687679337443 0.0018257861045954046 0.0016531865367711007 0.001024637794881187
leaf_count=372 91 312 316 204 189 353 249 241 181 173 81 284 294 158 412
internal_value=0 -5.38704e-05 -1.00364e-05 3.11991e-05 -2.01789e-05 2.63767e-05 -3.49423e-05 3.57559e-05 0.00011329 0.000231973 0.000318933 0.000131086 3.67631e-06 -0.000275256 -0.000392691
internal_weight=0 0.0190305 0.0176895 0.0166801 0.0154066 0.0143205 0.0126734 0.0105822 0.00957727 0.00816418 0.00707841 0.0055968 0.00456124 0.00273546 0.00209124
internal_count=3910 3819 3507 3191 2819 2615 2426 1661 1420 1239 990 817 736 442 765
is_linear=0
shrinkage=0.00188464


Tree=3024
num_leaves=11
num_cat=0
split_feature=4 151 457 0 48 49 42 13 43 1
split_gain=3.65053e-05 4.53115e-05 5.68262e-05 7.68404e-05 6.19204e-05 7.32795e-05 6.2445e-05 0.000118151 0.000119279 3.60886e-05
threshold=0.27020000000000005 -0.088294999999999985 0.088175000000000017 -0.14733499999999997 0.086870000000000017 -1.0000000180025095e-35 -0.087904999999999983 -0.094679999999999986 -0.074254999999999988 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 -9 -2
right_child=9 2 -4 4 -6 6 7 8 -10 -11
leaf_value=0.0043816657161037907 -0.00039689649564805362 -0.0067535670469612433 0.0040526401389822733 -0.0078894172744720884 0.004416456044738783 0.0039785214991593784 0.0035580262010678687 0.00033478837832164737 -0.0089746323392338404 0.0062421052799908235
leaf_weight=0.0010991956936091682 0.0010341173295752993 0.0016181921540683259 0.0012803562520914422 0.0010389904032011722 0.0013060989525602888 0.0014991359614657911 0.0017312088071845572 0.0017047830707211087 0.0018848333810974009 0.001097893253381062
leaf_count=253 137 201 95 264 394 368 153 528 1182 335
internal_value=0 -0.000575338 -0.001027 -0.00163014 -0.00072554 -0.0015801 -0.000618906 -0.00191423 -0.0045534 0.0030219
internal_weight=0 0.0131628 0.0120636 0.0107832 0.00916505 0.00785895 0.00681996 0.00532083 0.00358962 0.00213201
internal_count=3910 3438 3185 3090 2889 2495 2231 1863 1710 472
is_linear=0
shrinkage=0.0255028


Tree=3025
num_leaves=13
num_cat=0
split_feature=147 52 16 0 2 4 13 15 4 4 15 15
split_gain=3.35009e-05 0.000121226 7.86258e-05 0.000168824 0.000111889 0.000138981 6.5884e-05 6.63816e-05 9.19384e-05 0.000131618 6.01884e-05 5.37889e-05
threshold=1.0000000180025095e-35 0.18936500000000003 0.081265000000000018 0.14676000000000003 0.10274500000000002 0.22584000000000001 0.0024700000000000004 -0.10312999999999999 0.0057500000000000008 -0.029114999999999999 0.084565000000000015 -0.014614999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 6 -6 7 -1 9 10 -9 -4
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0046564737213605741 0.0043219126578690863 -0.0088861236304810173 -0.00352943141950917 0.0049912297322988065 0.012032925064635731 0.00071922555976815673 -0.0060074324280732071 0.0077932583450364447 0.0071814792309638133 -0.0078458484001182102 -0.0010355645873839597 -0.011410296280950468
leaf_weight=0.0011726524913532113 0.001052674625155005 0.001014916235286537 0.0012522749688061723 0.0011281020447639067 0.0012526373555820222 0.0016188307387114773 0.0011168825027646906 0.0010006781403686985 0.0015567224703256465 0.001031235720903564 0.0010081797780516488 0.0010237702345393296
leaf_count=272 234 443 367 42 268 255 297 209 161 391 721 250
internal_value=0 -0.000393532 0.000261329 -0.00307587 0.00142556 0.00565467 -0.000337895 0.000759642 0.0021413 -0.000439595 0.00336236 -0.00707426
internal_weight=0 0.0141769 0.013162 0.00340415 0.00975782 0.00287147 0.00688635 0.00576947 0.00459682 0.00304009 0.00200886 0.00227605
internal_count=3910 3676 3233 659 2574 523 2051 1754 1482 1321 930 617
is_linear=0
shrinkage=0.0255028


Tree=3026
num_leaves=17
num_cat=0
split_feature=453 16 11 42 403 0 13 49 0 16 1 0 16 4 42 47
split_gain=0.000136735 0.000190389 0.000187431 0.000169561 0.000165502 0.000131232 0.000206118 0.000112583 0.000107536 0.000133842 0.000121287 0.000216453 0.000123134 0.000163334 0.000120682 9.59076e-05
threshold=1.0000000180025095e-35 -0.49150499999999991 0.079700000000000007 0.08401500000000002 0.09389500000000002 -0.017269999999999997 -0.028919999999999998 0.11428500000000001 -0.052874999999999998 0.0015250000000000001 1.0000000180025095e-35 -0.083814999999999987 -0.09601999999999998 0.0057500000000000008 0.085195000000000007 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 7 -7 8 9 10 11 -3 15 -14 -11 -12
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 14 12 -13 13 -15 -16 -17
leaf_value=0.00087919121140398382 -0.00061488714778620097 -0.0010505291948437389 -0.00077033600874254623 -6.4250794013868737e-05 -0.00068422868227134006 -0.00015215629656173808 0.00076915159541413784 0.00052049138773282609 -0.00060625995245562907 -7.3701041171034157e-05 0.00070059199599757313 7.6938478830136227e-05 -0.0006078659223285244 0.00013332763536715137 0.00073228298481919528 -4.3248205901478623e-05
leaf_weight=0.0013622724726042562 0.0010998716215390161 0.001058350883286629 0.0010232458581933062 0.0010024767168850068 0.0010104125939106303 0.0012993030101004252 0.0016984283766426299 0.0010075137795130225 0.0010917536523100341 0.0010901527446318879 0.0010457453848506122 0.0010076641623358933 0.0016481297126362988 0.0019890427122801202 0.0011650538229993866 0.0010562027228014359
leaf_count=195 99 700 214 122 284 83 195 190 146 210 107 476 486 81 255 67
internal_value=0 1.60401e-05 -4.76768e-05 0.000479242 -1.94016e-06 4.35423e-05 0.00036983 -3.68981e-05 -8.72543e-05 -3.09316e-05 -0.000138881 -0.000500626 -8.65735e-06 -0.000202533 0.000342675 0.000326822
internal_weight=0 0.0195557 0.017191 0.00236475 0.0161678 0.0151573 0.00299773 0.0121596 0.0111521 0.0100603 0.00780514 0.00206602 0.00573912 0.00363717 0.00225521 0.00210195
internal_count=3910 3811 3494 317 3280 2996 278 2718 2528 2382 1917 1176 741 567 465 174
is_linear=0
shrinkage=0.00174112


Tree=3027
num_leaves=15
num_cat=0
split_feature=453 4 1 15 0 4 16 0 133 48 4 0 133 0
split_gain=0.000114489 0.000193054 0.000215912 0.000143639 0.000123056 0.000184641 0.000225253 0.000161812 0.000147146 0.000149976 0.000141471 0.000206433 0.000137752 7.69408e-05
threshold=1.0000000180025095e-35 0.24280000000000004 0.11198000000000001 -0.10469999999999999 -0.10071499999999999 0.0057500000000000008 -0.092424999999999993 -0.084794999999999995 -0.085714999999999986 0.084795000000000023 -0.082054999999999975 -0.055084999999999988 0.065880000000000008 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 13 -7 -6 -9 10 12 -12 -10 -5
right_child=-2 2 -4 4 7 6 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.00068536697084781259 -0.00058329276162752462 -3.9389911528262815e-05 0.0008427279898662669 -0.00047573754063423432 -0.0007441757678727693 -8.7982214063214338e-05 0.0010090202625273252 0.00050698263345924643 -0.00040978626721751221 0.00040329527507948102 -0.001191648646878425 -0.00013820398859583111 0.00032991341790132713 0.00017876192688404246
leaf_weight=0.0011462528144286525 0.0010935086872374536 0.0018494335906516987 0.001793436888961923 0.0011839162692028893 0.0012563258210531352 0.0010485460658475887 0.0014827580804126494 0.0013245565595054951 0.0016128564728857958 0.0013074231399952301 0.0010934267026570328 0.0013817562936027765 0.0016936229793030888 0.0011736524948837085
leaf_count=255 99 185 338 63 756 73 47 244 344 204 809 140 179 174
internal_value=0 1.9182e-05 0.000394889 -6.79651e-05 -1.93555e-05 0.000214866 0.000554607 -0.000137771 -4.7223e-05 -0.000150773 -0.000276066 -0.000603569 -3.09022e-05 -0.000149913
internal_weight=0 0.019348 0.00364287 0.0157051 0.0145588 0.00488887 0.0025313 0.00966997 0.00841364 0.00708909 0.00578166 0.00247518 0.00330648 0.00235757
internal_count=3910 3811 523 3288 3033 357 120 2676 1920 1676 1472 949 523 237
is_linear=0
shrinkage=0.00181146


Tree=3028
num_leaves=11
num_cat=0
split_feature=42 42 51 49 15 47 52 1 4 0
split_gain=3.51413e-05 6.19479e-05 5.3964e-05 6.76691e-05 0.000103099 8.85739e-05 0.000103021 9.89676e-05 8.86837e-05 4.98935e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.07742499999999998 -0.081419999999999979 0.084050000000000014 0.087850000000000025 -0.074484999999999982 0.076710000000000014 -1.0000000180025095e-35 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8 -9 -7
right_child=1 2 3 4 -6 9 7 8 -10 -11
leaf_value=-0.0053850412798538486 0.0072149895568728029 -0.0049464419019906291 0.005851725237158328 -0.0049181591402623773 -0.0077427041694664977 -0.0090256577022094463 -0.0008088815761279817 0.014461337252372433 0.0040299735763628594 1.1891066733652589e-05
leaf_weight=0.0010001805092320322 0.0010301496536344766 0.0018077272551884445 0.0017225477733901111 0.0012616201278472725 0.0014199314120595498 0.0010255768320645703 0.0018919970436421492 0.0010811961093984824 0.0019808011909871821 0.0010723862915100078
leaf_count=229 251 578 234 301 1035 95 411 110 425 241
internal_value=0 0.000294921 -0.000242535 0.000499725 -0.000447423 0.000798587 0.00255532 0.00445857 0.0077133 -0.00440606
internal_weight=0 0.0142939 0.0132638 0.0114561 0.00973351 0.00831358 0.00621561 0.00495399 0.003062 0.00209796
internal_count=3910 3681 3430 2852 2618 1583 1247 946 535 336
is_linear=0
shrinkage=0.0292947


Tree=3029
num_leaves=16
num_cat=0
split_feature=4 0 43 0 15 43 51 160 151 2 1 2 1 43 12
split_gain=9.45127e-05 0.000227141 9.1904e-05 0.000140207 0.000156621 0.000124605 0.000182256 0.00023595 0.000126876 0.000158735 0.000160831 0.000119414 8.49658e-05 4.6085e-05 1.38078e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 -0.079109999999999986 -0.10575999999999998 -0.017214999999999998 -0.053009999999999995 0.12190000000000002 -0.085744999999999988 -0.0088999999999999982 0.086650000000000019 0.083370000000000014 0.11230000000000001 0.092550000000000007 0.056750000000000009 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 -7 -9 12 -11 -12 -10 -3 -6
right_child=1 13 5 4 14 6 -8 8 9 10 11 -13 -14 -15 -16
leaf_value=-0.00057027866153509918 0.00025832631576078408 0.00031664592215854272 0.0005842251055775137 -0.0010154512614527706 -0.00032438582905811307 0.00086085735364773049 -0.00080637236214366192 -0.00052484545141675697 -2.7482286041583003e-05 -0.00019547179778022517 0.001050608143606086 0.00019037862299076287 -0.0006874435851909141 0.00086340293359504446 -1.3435758691777815e-05
leaf_weight=0.0010423736362225279 0.0011999617455737428 0.0011261984971312204 0.0012583978082178057 0.0012622895893779663 0.0010212310518503418 0.0010936168356137565 0.0010053721783281509 0.0017282712031910247 0.0018252379554005833 0.0013958236265949101 0.0011343505488800032 0.0011586058850804369 0.0011168805419085603 0.0010656995366715182 0.001007762629981937
leaf_count=80 181 279 432 558 313 188 94 193 518 479 73 137 162 48 175
internal_value=0 1.30708e-05 -6.39343e-05 -0.000293154 -0.000494216 2.39311e-05 -4.34874e-05 3.76509e-05 -7.00478e-05 4.84902e-05 0.000308906 0.000615944 -0.000278015 0.000582479 -0.000169943
internal_weight=0 0.0183997 0.0162078 0.00449125 0.00329128 0.0117166 0.0104582 0.00945279 0.00835917 0.0066309 0.00368878 0.00229296 0.00294212 0.0021919 0.00202899
internal_count=3910 3830 3503 1227 1046 2276 1844 1750 1562 1369 689 210 680 327 488
is_linear=0
shrinkage=0.00188464


Tree=3030
num_leaves=15
num_cat=0
split_feature=403 403 403 160 474 483 52 43 12 3 12 1 4 1
split_gain=0.000103077 9.04984e-05 0.00010443 0.000126177 0.000275368 0.000288794 0.000114696 0.000114344 0.00010158 0.000174132 9.23928e-05 8.30432e-05 0.000168785 4.94158e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 0.14114500000000005 -0.15109999999999998 0.086935000000000012 -0.010319999999999998 0.097345000000000015 0.11215000000000001 0.0057500000000000008 0.10031000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 13 9 -9 -10 12 -11 -5
right_child=1 -3 -4 6 -6 -7 -8 8 10 11 -12 -13 -14 -15
leaf_value=-0.00058309423634059188 -0.0012849896673045526 -0.00050974211573437856 0.00063859021735793305 0.00075546057751702141 0.00046909707234254284 4.8893326636989843e-05 0.0007196599495404957 0.00067645709905502286 -0.00062445856182837944 -0.00043860109261503527 7.2826563425153611e-07 -0.00050176977168067032 0.00043000676542151033 0.00016869057378715398
leaf_weight=0.0010514554954748371 0.001249998227868599 0.0010611007618218709 0.0010319659234562786 0.0010086437277954012 0.0011172004205722216 0.0010700311995704751 0.0010025515308359498 0.0014725622156788057 0.001594935561049407 0.0013255255891300825 0.001772908241480832 0.0011715784249726807 0.0019837851085122982 0.0010307460426157988
leaf_count=930 440 307 84 79 250 274 89 341 395 129 233 189 106 64
internal_value=0 2.40804e-05 5.77321e-05 1.97949e-05 -0.000299614 -0.000669783 0.000108597 5.46723e-05 -3.37671e-05 0.000114207 -0.000295346 -7.0566e-05 8.20908e-05 0.000458896
internal_weight=0 0.0178935 0.0168324 0.0158005 0.00343723 0.00232003 0.0123632 0.0113607 0.0093213 0.00595345 0.00336784 0.00448089 0.00330931 0.00203939
internal_count=3910 2980 2673 2589 964 714 1625 1536 1393 765 628 424 235 143
is_linear=0
shrinkage=0.00188464


Tree=3031
num_leaves=12
num_cat=0
split_feature=484 474 52 2 160 151 16 12 52 4 15
split_gain=3.82481e-05 4.56238e-05 6.6056e-05 0.000121765 8.52533e-05 8.18753e-05 0.000107146 0.000104937 9.97139e-05 6.07455e-05 5.97571e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.096970000000000015 -1.0000000180025095e-35 -0.0088999999999999982 -0.15168999999999996 0.089995000000000006 0.086635000000000004 0.25367000000000006 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 9 8 10 -7 -8
right_child=1 -3 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0049928573534310534 -0.00060513341640328218 0.0055927202234193948 -0.0074169255947771255 0.010592806031719807 -0.0063572890233431897 0.0017843343843815327 0.0017295508998567716 -0.0077389132256051301 0.006968352382775384 0.009690913113113625 -0.0071358825021225602
leaf_weight=0.001034766846206102 0.0019452806206262272 0.001057677980707745 0.0013286445594433505 0.001054070518652887 0.0013040205537484962 0.0017433600891522858 0.0011159543679510951 0.0013898923609318714 0.001224107544145505 0.0011258871330697381 0.0010286493556007138
leaf_count=612 342 318 547 318 183 104 79 557 270 233 347
internal_value=0 0.00028946 -0.000133556 0.00333019 -0.00114608 -0.000213269 0.000837083 -0.00160477 0.000926108 0.00488686 -0.00252271
internal_weight=0 0.0143175 0.0132599 0.00299935 0.0102605 0.00893187 0.00762785 0.0047586 0.00336871 0.00286925 0.0021446
internal_count=3910 3298 2980 660 2320 1773 1590 1253 696 337 426
is_linear=0
shrinkage=0.0265331


Tree=3032
num_leaves=13
num_cat=0
split_feature=51 15 150 160 133 12 16 12 52 1 42 2
split_gain=3.5337e-05 8.48226e-05 7.80291e-05 7.98706e-05 7.08079e-05 0.000102683 6.81772e-05 0.000107568 8.54753e-05 0.000127643 6.3684e-05 5.18934e-05
threshold=0.12190000000000002 -0.24219999999999997 0.10871000000000001 0.094340000000000021 0.090085000000000012 -0.036459999999999992 -0.014099999999999998 1.0000000180025095e-35 0.084240000000000023 0.092550000000000007 0.085465000000000013 0.086315000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 9 11 -9 -7
right_child=-2 2 -4 -5 -6 6 7 10 -10 -11 -12 -13
leaf_value=0.0078498332047443678 -0.0050709109485316348 -0.0073297597564946568 0.0070254465332743338 -0.0084531016525795245 -0.0055634711582809547 0.010796386795505031 0.011102647948331977 -0.0039846570732012003 -0.0076596518051343966 -0.0042625827839335847 0.0056545019242512096 0.0018828182702654082
leaf_weight=0.0010902508174159423 0.0010411510971680268 0.0011139567208451979 0.001053643380599348 0.0010325898460255721 0.0016929793344712942 0.0010069233620883722 0.001320390781370692 0.0010693376095316878 0.0010158555207184323 0.0016614845790387245 0.0011048970618110429 0.001066081713222619
leaf_count=302 220 234 187 281 625 240 161 359 636 168 267 230
internal_value=0 0.000302896 -0.000323376 -0.000964117 -0.000264415 0.000694156 0.00177825 0.00476347 -0.000417852 0.00155206 0.000913746 0.00621242
internal_weight=0 0.0142284 0.0131381 0.0120845 0.0110519 0.00935893 0.00824497 0.00349463 0.00475035 0.00373449 0.00217423 0.00207301
internal_count=3910 3690 3388 3201 2920 2295 2061 787 1274 638 626 470
is_linear=0
shrinkage=0.0281572


Tree=3033
num_leaves=15
num_cat=0
split_feature=0 1 2 3 147 15 133 1 14 2 15 0 49 15
split_gain=0.000167077 0.000184385 0.000265338 0.000210518 0.000182939 0.000213285 0.000179004 0.000122924 0.00014791 0.000181174 0.000223241 0.000173552 0.000155447 0.000110874
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 -0.084129999999999996 0.087265000000000023 0.035895000000000003 0.083815000000000014 0.13860500000000003 -1.0000000180025095e-35 0.086650000000000019 -0.11399999999999998 -0.070174999999999987 -0.045004999999999996 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -5 8 -3 11 -11 13 -12 -10
right_child=-2 4 -4 6 -6 -7 -8 -9 9 10 12 -13 -14 -15
leaf_value=-0.00062580027384017778 0.00071686767437497561 -0.00048850986917303013 -0.0010561563763006492 -0.0002435923906956644 0.00082980961308114676 -0.00056764814096070331 0.00067637726192924872 0.0007370002258991062 -7.5345699465338573e-05 0.0010938450909858631 0.00056219574636593751 0.00051449652324139122 -0.00026244754262541245 -0.0008342165321573511
leaf_weight=0.001810135791672714 0.0010460107162020517 0.0015609590784156939 0.0013748406790780347 0.0016044042256146899 0.0010293215595773677 0.0019627900949595123 0.0014127068488433469 0.001000338317138509 0.0015997933296031009 0.0012073321899536615 0.0016037081422717852 0.0010020293540578904 0.0016444609765594587 0.0011943724964901263
leaf_count=798 44 138 339 446 144 498 397 150 107 111 111 158 230 239
internal_value=0 -5.57885e-05 -0.000325717 -0.000117682 6.548e-05 3.89932e-06 0.000187167 0.000107647 4.34889e-05 0.000144126 0.000401896 -0.000158412 0.000144701 -0.000399727
internal_weight=0 0.0200072 0.00620209 0.00482725 0.0138051 0.0127758 0.00301711 0.010813 0.00981266 0.0082517 0.0044555 0.0037962 0.00324817 0.00279417
internal_count=3910 3866 1980 1641 1886 1742 843 1244 1094 956 452 504 341 346
is_linear=0
shrinkage=0.00188464


Tree=3034
num_leaves=17
num_cat=0
split_feature=453 4 0 158 403 14 16 16 16 47 52 15 49 3 160 1
split_gain=0.000174065 0.000216661 0.000186784 0.000152849 0.000145608 0.000133333 0.000123286 0.000110018 0.000169972 0.000223792 0.00010285 0.000155603 0.000103915 0.000106667 9.72053e-05 9.09286e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.18055000000000002 0.08413000000000001 -1.0000000180025095e-35 -0.41992499999999994 0.31524000000000002 -0.008069999999999999 -0.055679999999999993 0.09550500000000002 0.090640000000000012 -0.095799999999999982 -0.073619999999999977 -0.060719999999999989 -0.080184999999999992 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 7 8 9 10 11 -6 -13 -14 -9 -16
right_child=-2 5 -4 -5 6 -7 -8 14 -10 -11 -12 12 13 -15 15 -17
leaf_value=-0.00072624653040630313 -0.00074149209033115158 8.2428177505825703e-05 0.00072121433859625409 -0.00078745794505495018 -0.00050727123146435084 0.0009958622584020397 -0.00046077880143990821 0.00082675434787431211 -0.00072760656863335145 0.00078527418040639368 -0.00055485472015081997 -0.00024630572152092552 0.00011401861543367008 0.00082980254486784998 0.00046322049665257575 -0.00025060745637142131
leaf_weight=0.0010173242519663133 0.0010826619922625338 0.0010278018931737416 0.0010124650756914181 0.0010247773462204587 0.0014014150846741518 0.0011627531861060037 0.0017634819896455026 0.0010012154281949653 0.0010968461939132026 0.0011962605348470601 0.0012720827455246567 0.0012445471784945884 0.001853035278367571 0.0011530337902621352 0.0013624357236426392 0.00110196224361941
leaf_count=814 99 95 37 358 75 309 288 171 333 95 298 73 335 54 246 230
internal_value=0 1.94671e-05 -4.9102e-05 -9.64029e-05 -5.06066e-05 0.000567282 -3.02739e-06 6.06206e-05 -4.49015e-05 4.73138e-05 -8.01816e-05 2.66513e-05 0.000202684 0.000388571 0.000341269 0.00014403
internal_weight=0 0.0196914 0.0175009 0.0164884 0.0154636 0.00219056 0.0144463 0.0126828 0.00921722 0.00812037 0.00692411 0.00565203 0.00425062 0.00300607 0.00346561 0.0024644
internal_count=3910 3811 3407 3370 3012 404 2198 1910 1263 930 835 537 462 389 647 476
is_linear=0
shrinkage=0.00184769


Tree=3035
num_leaves=15
num_cat=0
split_feature=403 453 4 1 15 2 16 16 52 2 43 16 16 2
split_gain=0.000151384 0.000108337 0.000163655 0.000149708 0.000132505 0.000130093 0.000178594 0.000195091 0.000111894 9.57565e-05 0.000188158 9.1428e-05 9.08105e-05 6.25526e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 -0.10469999999999999 0.095195000000000016 -0.08909499999999998 0.15737500000000001 -0.089799999999999977 0.086650000000000019 -0.0037249999999999996 -0.088504999999999986 -0.090809999999999988 0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 -7 -8 -6 10 -10 -12 -11 -9
right_child=1 -3 3 -5 5 6 7 13 9 12 11 -13 -14 -15
leaf_value=-0.0007321450340481635 -0.00067683014439561082 -0.0005966169950260312 2.5062868564181486e-05 0.00089478791033929426 -0.00024656165544000133 -0.00086829483809759689 0.00044423630789764058 -0.00075807685467783187 -0.00052941744925158582 0.0010178956150697425 -2.0835218624428216e-05 0.00074163355898368378 0.00028486552397760813 -8.5332052932374211e-05
leaf_weight=0.001072765599380624 0.0011083968766281661 0.0010176963327414015 0.0014723597161893087 0.0015747797424487094 0.0018130286121676858 0.0012238742467651498 0.001896845553129827 0.0010599469793255087 0.001219717344613765 0.0011068112239387071 0.0010645755985786431 0.0013994968678547985 0.0015734735396969249 0.0010655828880383536
leaf_count=930 211 96 144 317 332 103 332 113 411 124 87 165 332 213
internal_value=0 2.53786e-05 6.13878e-05 0.000474542 -2.52458e-05 2.8557e-05 -0.000212435 -1.28785e-05 0.000183172 0.000305597 0.000100438 0.000412217 0.000587567 -0.000420813
internal_weight=0 0.0185966 0.0175789 0.00304714 0.0145317 0.0134234 0.00524625 0.00402238 0.0081771 0.00636407 0.00368379 0.00246407 0.00268028 0.00212553
internal_count=3910 2980 2884 461 2423 2212 761 658 1451 1119 663 252 456 326
is_linear=0
shrinkage=0.00196078


Tree=3036
num_leaves=13
num_cat=0
split_feature=14 13 15 147 3 13 52 13 0 4 13 43
split_gain=3.22172e-05 7.77005e-05 7.17031e-05 6.81932e-05 0.000116602 6.45521e-05 9.27529e-05 0.000112568 7.33353e-05 9.02276e-05 5.99097e-05 1.30716e-05
threshold=-0.13131999999999996 -0.45122499999999993 -0.106555 1.0000000180025095e-35 0.11265500000000002 -0.017604999999999999 -0.088779999999999984 -0.089899999999999994 -0.083564999999999987 0.0057500000000000008 0.17936000000000002 -0.0065949999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 -7 11 -10
right_child=1 2 3 -5 -6 8 7 -9 10 -11 -12 -13
leaf_value=-0.0050448841209305159 0.0086327862995770679 0.0052393181962145704 0.0029675944827222997 0.0064874918831205903 -0.011414951527835513 -0.0080178868577969378 -0.00021816595683004625 -0.014267146552685616 0.010110300406027993 0.0031836418825433818 -0.0016291359494797649 0.00510296030589739
leaf_weight=0.0011649455612003307 0.0010124781710080391 0.0019281985716124725 0.0011342156954171991 0.0010042341133025328 0.0011315611160692953 0.0014131064213509311 0.00100105712692488 0.0012265428036117763 0.0010012424734009537 0.001367511572616463 0.0010288878837903803 0.0010142097619395577
leaf_count=172 94 460 323 201 102 333 282 1047 391 100 106 299
internal_value=0 0.000331979 -0.000302277 -0.00124599 -0.00199866 -0.000838825 -0.00426905 -0.0079537 0.0011409 -0.00250896 0.00447458 0.00759052
internal_weight=0 0.0142632 0.0132508 0.0113226 0.0103183 0.00918677 0.00336182 0.0022276 0.00582496 0.00278062 0.00304434 0.00201545
internal_count=3910 3738 3644 3184 2983 2881 1652 1329 1229 433 796 690
is_linear=0
shrinkage=0.0310878


Tree=3037
num_leaves=11
num_cat=0
split_feature=133 376 1 42 52 47 2 1 12 0
split_gain=3.26199e-05 8.39975e-05 6.1923e-05 8.92016e-05 9.57526e-05 0.000130101 8.15899e-05 0.00010855 8.58226e-05 0.000111564
threshold=0.10681500000000001 0.048375000000000008 0.12864500000000004 -1.0000000180025095e-35 -0.092854999999999979 0.09252500000000001 0.11230000000000001 0.094695000000000015 0.088285000000000016 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 -6
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0078371744052968366 -0.004861842481232558 0.0080934417875699761 0.0052452068367146148 -0.0066421223909454976 0.0037741518993763884 -0.0070107088594253122 -0.0031410762968824492 0.011648545955443837 0.0070923142971572066 -0.0070708671229404363
leaf_weight=0.0013323840804013521 0.0010459280384106312 0.0010157779821477432 0.001421888445354875 0.0015197793474684028 0.0018134903912606394 0.001364482002043893 0.0016386999729458302 0.0011686944562514529 0.0017392692452107492 0.0012848620337268992
leaf_count=809 545 181 258 519 132 185 198 189 339 555
internal_value=0 0.000289358 -0.000307412 -0.000973019 -0.000104422 0.000998398 0.00242786 0.00394723 0.00208672 -0.000723191
internal_weight=0 0.0142993 0.0132835 0.0118617 0.0105293 0.0090095 0.00764502 0.00600632 0.00483762 0.00309835
internal_count=3910 3365 3184 2926 2117 1598 1413 1215 1026 687
is_linear=0
shrinkage=0.0281572


Tree=3038
num_leaves=15
num_cat=0
split_feature=4 0 43 16 0 14 15 16 1 0 52 1 52 4
split_gain=0.000102933 0.000204892 0.00012037 0.0001095 0.000133426 8.93684e-05 0.000177444 0.000144976 0.000184772 0.000116364 0.00010985 0.000102319 0.000128125 6.22446e-05
threshold=-0.51381999999999983 0.14676000000000003 -0.27619499999999997 0.081265000000000018 -0.074249999999999997 -1.0000000180025095e-35 -0.14487999999999998 -0.27337499999999998 0.095575000000000007 -0.11756999999999999 0.0033900000000000002 0.089175000000000018 -0.068164999999999989 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 9 10 -8 11 12 -9 -5
right_child=1 -3 3 13 -6 6 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00059953830083598746 -0.00066487713990888008 0.00083993024801928113 -0.00051850285212814637 -0.00071565216135842738 0.00056787072767714754 0.00080848962516735139 -0.00092768080804663433 0.00035753629169248244 0.00061489080568941155 -2.0011562227574835e-05 0.00035893494856792439 -0.00062466258638029599 -0.00050912705964370627 -0.00010239055390164794
leaf_weight=0.0010978112782609661 0.0010868767194176015 0.0010985483644374008 0.0011471343811865738 0.001099572105703773 0.0018462879627072935 0.0010881919487287532 0.0010857703112633343 0.0015749115639383197 0.0019919080162468517 0.0010863409703100362 0.0016312356892534442 0.0016374183352017325 0.0011238159360056552 0.0015103187940357157
leaf_count=80 171 68 86 305 556 263 144 232 202 93 760 172 497 281
internal_value=0 1.79594e-05 -3.24586e-05 8.40007e-06 7.61884e-05 2.7828e-06 5.60811e-05 -2.47335e-05 9.7798e-05 -0.000473727 -7.48073e-05 -0.000237979 -3.36346e-06 -0.000360764
internal_weight=0 0.0190083 0.0179098 0.0168229 0.014213 0.0123667 0.0112196 0.0101314 0.00795929 0.00217211 0.00596738 0.00433615 0.00269873 0.00260989
internal_count=3910 3830 3762 3591 3005 2449 2363 2100 1863 237 1661 901 729 586
is_linear=0
shrinkage=0.00196078


Tree=3039
num_leaves=12
num_cat=0
split_feature=4 49 52 2 133 133 52 1 1 2 1
split_gain=3.37192e-05 4.34989e-05 5.02675e-05 7.39179e-05 9.77073e-05 8.47902e-05 0.000112281 0.000124396 0.000148039 7.28913e-05 3.24187e-05
threshold=0.27020000000000005 0.10447000000000002 0.11401500000000002 0.106285 0.089845000000000022 -0.0023199999999999996 -0.092854999999999979 0.086560000000000012 0.094385000000000011 0.086875000000000022 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 9 -9 -8 -2
right_child=10 -3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0054247825693991844 -0.00035512417268358993 0.0046808640969797114 -0.0059131994198641435 0.0042985762116135411 -0.0083689775205094286 -0.0055701102223876973 0.0028805540798866984 -0.00666230578972674 0.0064599012041198917 0.012664498184638637 0.0061838140992493927
leaf_weight=0.0017633378723650658 0.0010291132426810544 0.0010298074879519043 0.0013076174604921076 0.0019323673481532232 0.0012300065326478178 0.0013361435698092377 0.0010582742399606907 0.0013801225781846505 0.0010780312132139293 0.0010863909236312596 0.0011089693769203248
leaf_count=803 137 302 491 348 425 360 192 157 133 227 335
internal_value=0 -0.000555312 -0.000998306 -0.000406774 -0.0014247 -0.00031575 0.00120117 0.0031668 -0.00090752 0.00783666 0.00303646
internal_weight=0 0.0132021 0.0121723 0.0108647 0.00893231 0.0077023 0.00593896 0.00460282 0.00245815 0.00214467 0.00213808
internal_count=3910 3438 3136 2645 2297 1872 1069 709 290 419 472
is_linear=0
shrinkage=0.0265331


Tree=3040
num_leaves=17
num_cat=0
split_feature=1213 453 4 43 376 403 160 16 12 131 49 13 15 48 2 4
split_gain=0.000505997 0.000189543 0.000180268 0.000150299 0.00022161 0.000196167 0.000221777 0.00022534 0.000194946 0.000170118 0.000205316 0.000181089 0.000288888 0.000126543 0.000156068 0.000114886
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.51381999999999983 -0.27619499999999997 1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 -0.0072149999999999992 -0.013124999999999998 0.088565000000000019 0.090445000000000011 -0.07409499999999998 0.024640000000000006 0.087945000000000009 0.086465000000000014 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -8 10 11 15 13 14 -13 -10
right_child=1 -3 3 4 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0012667400867601279 -0.00061340999437060136 -0.00067108957828758908 -0.00054593127793520452 -0.00092919479758401277 0.00098207375159164653 0.00069004871812085669 -0.00057648343077005215 0.00011703442169562946 0.00086702035509846661 -0.00045163483205119809 0.00099883403362330996 0.00012614543844735352 -0.00078095915523740487 -0.00025768033921585494 0.0010114639347080906 0.00015080080228332398
leaf_weight=0.0010130730996054165 0.0011336831991671159 0.0011454105499730796 0.0010155817151312639 0.001383744028014086 0.0010391223022122474 0.0017579332318008309 0.0010773059096602653 0.0013198749857458204 0.0017216503916834746 0.0010716437479180571 0.00123431454187243 0.0018289780300640443 0.0011906684571847126 0.0012063332685732786 0.0010165443068005722 0.0012822592043138376
leaf_count=592 78 99 136 592 173 197 190 351 295 215 207 90 379 49 184 83
internal_value=0 4.48392e-05 8.73728e-05 0.000131155 0.000171296 0.000118939 4.8894e-05 -0.000418438 0.000157537 0.000232474 0.000309802 0.000206668 3.47225e-06 0.000233983 0.00044242 0.000561292
internal_weight=0 0.020425 0.0192796 0.018146 0.0171304 0.0160913 0.0143333 0.00270362 0.0116297 0.0105524 0.00948075 0.00824643 0.00524252 0.00405186 0.00284552 0.00300391
internal_count=3910 3318 3219 3141 3005 2832 2635 943 1692 1502 1287 1080 702 323 274 378
is_linear=0
shrinkage=0.00181146


Tree=3041
num_leaves=15
num_cat=0
split_feature=128 453 4 151 15 43 160 133 42 49 16 15 0 16
split_gain=0.000117806 0.000115942 0.000202195 9.59245e-05 0.000134842 0.000133975 0.000184216 0.000141766 0.000126632 0.000177042 0.000139626 0.000151457 0.000223047 0.0001266
threshold=0.081870000000000012 1.0000000180025095e-35 0.28937500000000005 -0.088294999999999985 -0.10469999999999999 0.12512500000000001 -0.083654999999999993 0.089845000000000022 0.094640000000000016 -0.085974999999999982 0.23932500000000004 0.079360000000000014 -0.15713499999999997 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -8 11 12 -11 -14
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 -12 -13 13 -15
leaf_value=0.00051285356567273431 -0.00061990091282673851 -0.00058343615984888999 0.00061990987208230229 -0.00058331815541114976 -0.00079018148304117394 0.00051664767352662267 -0.00071709126068801002 -0.00061687411995285657 0.00063944816893963987 -0.00015750250164623726 -0.000494036039390602 -0.00030047579674211496 0.0011515121947102437 0.00036230872775720421
leaf_weight=0.0010955471079345845 0.0010360978718335452 0.0010255453246649773 0.0019295811341491125 0.0014764214469880346 0.0010773597024861742 0.0015450524992443463 0.0010192451487719715 0.0010922582582427185 0.0012283662319923791 0.0016220474480093117 0.0011099958296805438 0.0014403739068281612 0.0012178424697042219 0.0016130349920004108
leaf_count=218 288 98 391 256 494 168 108 465 169 40 237 545 123 310
internal_value=0 2.03497e-05 5.57997e-05 -1.42562e-05 -5.42419e-05 6.0053e-06 -6.30782e-05 1.2658e-05 8.69871e-05 2.39741e-06 0.00010711 0.000220336 0.000388801 0.000701824
internal_weight=0 0.0184927 0.0174671 0.0155375 0.014442 0.0129656 0.0114205 0.0103432 0.00925091 0.00802254 0.00700329 0.0058933 0.00445292 0.00283088
internal_count=3910 3622 3524 3133 2915 2659 2491 1997 1532 1363 1255 1018 473 433
is_linear=0
shrinkage=0.00184769


Tree=3042
num_leaves=12
num_cat=0
split_feature=133 123 48 42 160 3 0 1 157 43 4
split_gain=3.64316e-05 9.77646e-05 7.91983e-05 8.45769e-05 8.71732e-05 0.000124697 0.000129492 0.000104753 9.27428e-05 8.21746e-05 0.000152028
threshold=-0.085714999999999986 1.0000000180025095e-35 0.11930500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.053834999999999994 0.10113500000000002 -0.060939999999999994 -0.072649999999999978 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 7 9 -5 -7 -11
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=0.0045680676135413057 -0.0082510604244953288 0.0095964128863375055 -0.010711400763090479 0.002542759037835721 0.01154920144607581 0.0067866429092975902 -0.0098093052986867602 0.01034452012838448 -0.011269885494931516 -0.013411378502269779 0.0036502930718567981
leaf_weight=0.0017657684944455193 0.0015165468456439834 0.0010115729409333916 0.0010101681102475104 0.0010000249382981496 0.0013792784375479192 0.0012189657309745086 0.0012358073541589212 0.0014603364086705727 0.0013400929895282304 0.0011268434381153897 0.0013552245126699364
leaf_count=604 715 303 117 287 208 272 185 186 565 398 70
internal_value=0 -0.000671195 -0.00149269 -0.000692182 0.000440949 0.00218876 0.000170575 0.0025601 -0.0053672 -0.000511444 -0.0040956
internal_weight=0 0.0136549 0.0126433 0.0116331 0.0101166 0.00777646 0.00639718 0.00516137 0.00234012 0.00370103 0.00248207
internal_count=3910 3306 3003 2886 2171 1319 1111 926 852 740 468
is_linear=0
shrinkage=0.0343234


Tree=3043
num_leaves=12
num_cat=0
split_feature=11 0 4 13 403 4 13 16 2 52 0
split_gain=3.30553e-05 5.32314e-05 6.70434e-05 6.27185e-05 4.84986e-05 6.34037e-05 6.5524e-05 7.59354e-05 6.96828e-05 0.000124935 3.97663e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.49269499999999994 0.0024700000000000004 0.03138500000000001 -0.065054999999999988 -0.091229999999999992 -0.27337499999999998 0.089710000000000012 -0.072349999999999984 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 10 -10 -9
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.0066352227162848445 -0.005231699886934546 -0.0017002278872485527 0.0089782891604053804 -0.0064464076653094572 0.0068557933210500726 0.006514507241975216 -0.0077636216282662568 0.0010335498498461795 -0.0022260711045246524 0.013149306861397382 -0.0075043085285097389
leaf_weight=0.0014246751872635686 0.0011928875071212106 0.0010406737932179069 0.0015038673693322331 0.0016253467196711254 0.001086547094477446 0.0016429047414502568 0.0012781427172887895 0.001283173919817085 0.0011344826898204343 0.0010783715328442031 0.0010277940376849798
leaf_count=826 254 110 222 499 312 283 206 69 223 278 628
internal_value=0 0.000375101 0.00461096 -0.000555553 0.000406138 -0.000383965 0.000812296 -0.000802362 0.00116444 0.00526668 -0.00276363
internal_weight=0 0.014126 0.00254454 0.0115814 0.00995609 0.00886954 0.00744487 0.00580196 0.00452382 0.00221285 0.00231097
internal_count=3910 3656 332 3324 2825 2513 1687 1404 1198 501 697
is_linear=0
shrinkage=0.0323437


Tree=3044
num_leaves=16
num_cat=0
split_feature=4 0 48 43 48 1 14 0 1 2 47 4 3 3 43
split_gain=0.000105731 0.000206379 9.5013e-05 0.000102032 9.50761e-05 0.000178286 0.000211298 0.000490696 0.000148595 0.000136887 0.000113205 0.00010278 7.74376e-05 0.000239382 1.10532e-05
threshold=-0.51381999999999983 0.14676000000000003 -0.084204999999999988 -0.27619499999999997 0.12862000000000004 0.099595000000000017 -0.23083499999999998 -0.13027499999999997 0.092730000000000021 0.093070000000000014 0.086785000000000015 0.0057500000000000008 -0.083144999999999983 0.084925000000000014 -0.041434999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 9 11 -9 12 -5 -14 -11
right_child=1 -3 3 4 -6 6 7 10 -10 14 -12 -13 13 -15 -16
leaf_value=-0.00059488604934594626 -0.00058895264357116989 0.00082920010469346125 -0.00057289287299885005 0.00030909575343866243 -0.00047509680224621092 -0.00027210441076667421 0.0014856044269312065 0.00052903210176288515 -0.00072785305676384675 -0.00026730131340374014 -0.00029747349040018875 0.00060203085683011915 -0.00083546100295257939 0.00033302369287526064 -0.00054627471967884193
leaf_weight=0.0010513939383908688 0.0010158029449471818 0.0010541740781019491 0.0010164397238312745 0.0018832001578301459 0.0011584016807241462 0.0013519313385424482 0.0013906596515751166 0.001074088860476705 0.0010849201683269241 0.0010093221950594452 0.0013022827694645438 0.0014285502721755328 0.0011385925328708086 0.0013744990794393175 0.0010084884692202287
leaf_count=80 104 68 168 854 119 131 193 363 225 336 132 149 604 66 318
internal_value=0 1.97021e-05 -2.98044e-05 5.21021e-06 4.3856e-05 8.66535e-05 0.000367054 0.000596439 -7.41249e-05 1.63091e-05 7.60962e-05 0.000162856 2.01489e-05 -0.000196375 -0.00040673
internal_weight=0 0.0182914 0.0172372 0.0162214 0.0152049 0.0140465 0.00511896 0.00376703 0.00892757 0.00784265 0.00237637 0.00582484 0.00439629 0.00251309 0.00201781
internal_count=3910 3830 3762 3658 3490 3371 819 688 2552 2327 495 1673 1524 670 654
is_linear=0
shrinkage=0.00188464


Tree=3045
num_leaves=16
num_cat=0
split_feature=403 52 48 1 48 14 2 1 52 2 15 52 4 1 2
split_gain=0.000114838 0.000123034 0.000120449 0.000134266 0.000198399 0.00028951 0.00046532 0.000142201 0.000140427 0.000145847 0.000104999 9.35144e-05 8.59312e-05 0.000117318 0.000153388
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.084204999999999988 0.10113500000000002 0.12862000000000004 -0.23083499999999998 0.10251500000000001 0.092550000000000007 -0.089799999999999977 0.095195000000000016 -0.038029999999999987 0.10701500000000001 0.0057500000000000008 0.086560000000000012 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 -5 10 8 -4 12 -7 -11 13 14 -10
right_child=1 2 3 4 -6 6 -8 -9 9 11 -12 -13 -14 -15 -16
leaf_value=-0.00062596750053275116 -0.00063479685038595531 -0.00058636540563320849 -0.00060180261980770085 -0.00026526310079193124 -0.00041574644951804961 -0.00013469595534075851 0.0017198104308549719 -0.00065338754564144138 -0.00011713048432604647 -0.00055518733461200451 0.00070081741664654849 0.00020183809877658145 0.00078303004690852816 -0.00031512575313497732 0.00077908470612389241
leaf_weight=0.0010850526768631788 0.0010070873884956795 0.0010119631637541737 0.0010810053634534821 0.0013406110185277256 0.001084529222115771 0.0011815529356751235 0.0012595717586683934 0.0012184498693277182 0.0012250424737880383 0.0014714845148787363 0.0010495520682001066 0.0010216685046607523 0.0011540517656446481 0.0012036984646149884 0.0016646928024418844
leaf_count=930 372 97 223 132 98 208 268 200 266 188 73 158 135 177 385
internal_value=0 1.80149e-05 5.67609e-05 9.75496e-05 0.000327278 0.000494072 0.000785698 -3.78106e-05 4.72132e-05 0.00013785 0.000258345 -0.000244966 0.000319732 0.000189115 0.000399153
internal_weight=0 0.017975 0.0169679 0.0159559 0.00591582 0.00483129 0.00349068 0.0100401 0.00882164 0.00774064 0.00223111 0.00249315 0.00524749 0.00409343 0.00288974
internal_count=3910 2980 2608 2511 779 681 549 1732 1532 1309 281 346 963 828 651
is_linear=0
shrinkage=0.00192234


Tree=3046
num_leaves=10
num_cat=0
split_feature=484 52 52 0 47 48 16 16 1
split_gain=3.2682e-05 4.34084e-05 6.53599e-05 0.000103831 4.85863e-05 8.70099e-05 0.000188097 0.000195529 8.44059e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 0.09550500000000002 0.084500000000000006 -0.083144999999999983 -0.0072149999999999992 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -3
right_child=1 4 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0052660261299713714 -0.0030829401509250174 9.995048070522014e-05 -0.001204225713183659 0.0094181558788825181 0.0036400439755757698 -0.009873183137136839 -0.015532074354911133 3.0104576022999337e-05 0.0096930114854414853
leaf_weight=0.0010435944537753291 0.001325685678590152 0.0019440528648338824 0.0014957162863203921 0.0019948329797610347 0.00179789341440808 0.0010971044006900625 0.0012214964682190383 0.0019428844053921734 0.0015167045221075618
leaf_count=612 379 528 62 552 194 172 751 241 419
internal_value=0 0.000320431 0.00267833 0.00486642 -0.000872429 -0.00192302 -0.000606499 -0.00597712 0.00430419
internal_weight=0 0.0143364 0.00481623 0.00349055 0.00952014 0.00772224 0.00662514 0.00316438 0.00346076
internal_count=3910 3298 993 614 2305 2111 1939 992 947
is_linear=0
shrinkage=0.0304782


Tree=3047
num_leaves=12
num_cat=0
split_feature=14 4 49 16 15 2 150 0 13 4 3
split_gain=2.91174e-05 5.57534e-05 7.06685e-05 4.0305e-05 7.49824e-05 6.535e-05 8.19627e-05 0.000122904 0.000151649 7.70425e-05 0.000121664
threshold=-0.13131999999999996 0.28937500000000005 0.089635000000000006 -0.27337499999999998 0.088615000000000013 0.10910500000000002 0.086420000000000011 -0.13027499999999997 -0.084184999999999996 -0.08422499999999998 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9 -10 -11
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 -12
leaf_value=-0.0049929723831423859 -0.0058274324204037296 0.007606068781320495 0.0072941273893831187 0.0098971399967967381 -0.0073368260402066083 0.0078810498587307196 -0.00852950426499712 -0.011725146251167551 -0.0054169571189639941 0.0099352183706383698 -0.0029033236055899178
leaf_weight=0.0011558923632358506 0.0015551353153816479 0.0010262857400742268 0.0011899470293242802 0.001326293843523208 0.0013553486297203281 0.001190893182491941 0.0010788094486098732 0.0011138445506278707 0.0011705923853405774 0.0017612815184575325 0.0013749775982098821
leaf_count=172 164 306 532 126 795 188 168 446 446 417 150
internal_value=0 0.000346111 -0.000221909 -0.000971767 -0.000243731 0.000822471 -0.00025167 0.00107191 -0.00108737 0.00166378 0.00430663
internal_weight=0 0.0141434 0.0131171 0.0119272 0.010372 0.00901669 0.0078258 0.00674699 0.0054207 0.00430685 0.00313626
internal_count=3910 3738 3432 2900 2736 1941 1753 1585 1459 1013 567
is_linear=0
shrinkage=0.0323437


Tree=3048
num_leaves=12
num_cat=0
split_feature=42 43 16 4 0 1 133 52 151 2 1
split_gain=3.01617e-05 8.18224e-05 8.623e-05 7.73028e-05 6.86396e-05 0.000106764 0.000179942 7.16804e-05 0.000108645 0.000104871 0.000191267
threshold=0.092145000000000019 0.12512500000000001 0.26364000000000004 0.074650000000000008 -0.060094999999999989 0.076710000000000014 0.083815000000000014 1.0000000180025095e-35 -0.044604999999999992 0.086650000000000019 0.10801000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 -1 8 -7 -10 -11
right_child=3 -3 -4 -5 -6 7 -8 -9 9 10 -12
leaf_value=-0.015237462207549037 -0.0082961221804323353 0.0085893951614012826 -0.0085110511349166824 0.0031265744638779621 0.0062224776815602099 -0.0089758837607915587 0.0026581301615336318 0.0075573052890617115 -0.0031246766917990172 0.015695249886389782 -0.0026678860908241359
leaf_weight=0.0011086492725512504 0.0013108292511982674 0.0011145443568977434 0.0010999831986346431 0.0010166753509309734 0.0017697274059192579 0.0010897436929269613 0.0010643529300813628 0.0014569220646662266 0.0019892207534076751 0.0011230270689473604 0.0010709408589777221
leaf_count=723 624 222 328 208 280 195 575 232 321 93 109
internal_value=0 0.000538669 -0.000223517 -0.00330658 0.000630648 -0.000480907 -0.00647207 0.00145358 -0.000232895 0.0020447 0.00673166
internal_weight=0 0.0128871 0.0117726 0.0023275 0.0106726 0.00890286 0.002173 0.00672985 0.00527293 0.00418319 0.00219397
internal_count=3910 3078 2856 832 2528 2248 1298 950 718 523 202
is_linear=0
shrinkage=0.0310878


Tree=3049
num_leaves=12
num_cat=0
split_feature=457 16 159 16 52 4 52 13 150 4 52
split_gain=3.10111e-05 6.59573e-05 7.93725e-05 5.00604e-05 0.000114629 8.42643e-05 0.000122441 0.000103226 7.03219e-05 7.75284e-05 8.18709e-05
threshold=-0.066264999999999991 -0.49150499999999991 -0.034019999999999988 -0.19424999999999998 0.10433000000000002 -0.23071499999999998 1.0000000180025095e-35 -0.076679999999999984 0.086420000000000011 -0.032604999999999995 -0.077699999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 9 -9 -11
right_child=1 2 3 4 -6 6 -8 8 -10 10 -12
leaf_value=-0.0056393775895093772 0.0065445466151522408 -0.0089363727240208655 -0.0048629096744455093 -0.0086652555403605516 0.010872270899272009 -0.0090944254008234297 0.010045637988460547 -0.0040444890514082102 -0.0058839370712934838 0.012425475844993233 0.00066538269141942362
leaf_weight=0.0010074984123398809 0.0016525184062944906 0.0010988701337989572 0.0017043306917018325 0.0010839890313549061 0.0011867117288832359 0.0012966032572621338 0.0013799853465248594 0.001020945928796859 0.0010990385293521716 0.001322580173389723 0.0012563257096628341
leaf_count=292 313 471 199 218 279 569 607 453 82 269 158
internal_value=0 0.000351796 -0.000470223 0.000349405 0.00127034 -7.66388e-05 0.00118565 -0.00085366 0.00142028 0.00365027 0.00669649
internal_weight=0 0.0141019 0.0124494 0.0113505 0.00964618 0.00845947 0.00737548 0.00599549 0.00469889 0.00359985 0.00257891
internal_count=3910 3618 3305 2834 2635 2356 2138 1531 962 880 427
is_linear=0
shrinkage=0.0329906


Tree=3050
num_leaves=12
num_cat=0
split_feature=11 0 52 52 157 160 133 2 160 13 0
split_gain=3.33634e-05 4.66623e-05 6.18929e-05 5.63751e-05 6.65636e-05 6.87043e-05 6.3864e-05 0.000105183 8.04618e-05 0.000157408 3.98135e-05
threshold=0.080455000000000013 -0.017269999999999997 0.024145000000000003 -0.24456499999999998 -0.077044999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.113945 0.087825000000000014 -0.071594999999999978 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 8 9 -8 -11
right_child=-2 2 -4 4 5 6 7 -9 -10 10 -12
leaf_value=-0.0066128265316971625 -0.005009205660585667 0.0086321121373953338 -0.00056201192967161146 0.0071425347125970628 -0.0061704122335503953 -0.0051039061947926413 0.01586858480371096 -0.0061440698252880031 -0.0019971174077643042 0.0065767986496329048 -0.00082331699105818294
leaf_weight=0.0011457160010718915 0.001075477064442232 0.0012362998606980672 0.001277765877596879 0.0010731614205781821 0.0015597064400607657 0.0013907410593579621 0.0010056429724787258 0.0011561396454126986 0.0015245135972721605 0.0010562929783454358 0.0015242746264980712
leaf_count=331 241 235 100 313 757 737 228 218 226 98 426
internal_value=0 0.000345682 0.00395923 -0.000448699 0.000237599 -0.000566335 0.000575108 0.00183539 0.00364049 0.00603707 0.00220574
internal_weight=0 0.0139503 0.00251407 0.0114362 0.0102905 0.00921731 0.0076576 0.00626686 0.00511072 0.00358621 0.00258057
internal_count=3910 3669 335 3334 3003 2690 1933 1196 978 752 524
is_linear=0
shrinkage=0.0292947


Tree=3051
num_leaves=12
num_cat=0
split_feature=1 4 4 150 150 12 3 1 47 16 16
split_gain=3.49795e-05 8.49594e-05 7.03613e-05 6.95246e-05 6.24519e-05 5.7681e-05 8.64682e-05 5.40649e-05 7.42018e-05 2.9857e-05 7.2716e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.48072499999999996 0.077110000000000012 0.10883000000000001 0.083715000000000026 -0.084129999999999996 0.12811000000000003 0.096175000000000024 -0.019979999999999994 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -3 -7 8 9 10 -2
right_child=3 5 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0026435216581347978 -0.0034302306631707586 -0.011068220043947126 0.0095930022760310606 0.012207793996136723 0.00082934145802691223 -0.009899473274891905 0.001980556223124018 0.0048754696757621107 -0.0089780765515012854 -0.0035385731816401701 0.0079401032662984195
leaf_weight=0.0010171115614600722 0.0011819975253500267 0.0011300200341387862 0.0010287334778191779 0.0010518124207338536 0.001048196685258147 0.0010398184130152835 0.0018588359722673474 0.0016389971587037295 0.001255436609407079 0.0014308455069510918 0.0012697836290653328
leaf_count=78 172 290 68 200 149 770 994 286 208 398 297
internal_value=0 -0.00196551 0.0035095 0.00128349 0.00652836 -0.00474584 -0.0022811 -0.000341739 -0.00200598 0.000248424 0.00245849
internal_weight=0 0.00607452 0.00204585 0.00887707 0.00210001 0.00402867 0.00289865 0.00677706 0.00513806 0.00388263 0.00245178
internal_count=3910 2200 146 1710 349 2054 1764 1361 1075 867 469
is_linear=0
shrinkage=0.0329906


Tree=3052
num_leaves=16
num_cat=0
split_feature=403 48 12 48 1 16 47 4 0 52 0 4 2 3 3
split_gain=0.000115585 0.000104132 8.86512e-05 9.99758e-05 0.000216245 0.000180536 0.000140117 0.000126966 0.000100736 0.000132003 0.000103949 0.000114937 9.64681e-05 9.40311e-05 7.87542e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.11655500000000001 0.12862000000000004 0.10752500000000002 -0.23935499999999996 0.09252500000000001 0.097045000000000006 -0.032484999999999993 0.09716000000000001 -0.077944999999999987 0.0057500000000000008 0.085805000000000006 -0.055684999999999991 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -7 10 -10 11 12 -3 -13 -14
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12 13 14 -15 -16
leaf_value=-0.0006443249469057766 -0.00057821530087717482 0.00021212949586352486 -0.000491746176440283 -0.0004714922330380453 0.0011215369483598425 0.00059482163193991418 -0.00066404041935297744 -0.00028086811695621688 -0.00073531532943564776 0.00021344798030724829 0.00067741236160501954 -1.981508581132016e-05 -4.7037316737463565e-05 0.00076471939811834663 -0.00077956089467146788
leaf_weight=0.0010175697985416099 0.001006878827273734 0.0017240391638921109 0.0010157857295679069 0.0010741209399218474 0.0012707359695819749 0.001481106866620144 0.0010682725399953777 0.001042517681216837 0.0011647657833952565 0.0010133923433514949 0.001268152767596939 0.0010174882485540961 0.0011359871891431427 0.0012682428293619985 0.00103789031148116
leaf_count=930 106 388 162 100 217 219 184 111 201 39 365 164 562 110 52
internal_value=0 2.20371e-05 5.8484e-05 9.43886e-05 0.000136329 0.00053062 -3.51479e-06 0.000233071 6.97588e-05 -0.000293901 0.000176056 7.32376e-05 -0.000127456 0.000415486 -0.000396771
internal_weight=0 0.0175894 0.0165825 0.0155667 0.0144926 0.00379436 0.0106982 0.00252362 0.00962996 0.00217816 0.0074518 0.00618365 0.00389792 0.00228573 0.00217388
internal_count=3910 2980 2874 2712 2612 547 2065 330 1881 240 1641 1276 1002 274 614
is_linear=0
shrinkage=0.00192234


Tree=3053
num_leaves=13
num_cat=0
split_feature=49 42 43 1 16 48 12 3 1 15 43 4
split_gain=3.05887e-05 6.69758e-05 6.50578e-05 7.1788e-05 8.11245e-05 8.05163e-05 7.29373e-05 7.26724e-05 6.7912e-05 7.90373e-05 5.03881e-05 3.85171e-05
threshold=-0.14750499999999997 0.091955000000000023 0.12512500000000001 0.076710000000000014 0.081265000000000018 0.087945000000000009 0.086935000000000012 -0.088024999999999978 0.088785000000000017 -0.10071499999999999 -0.075819999999999985 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 7 -2 -5 -9 -10 -3 -7
right_child=1 10 -4 4 -6 11 -8 8 9 -11 -12 -13
leaf_value=0.0057229216642862351 0.0005062980367468539 -0.011657923300514949 0.0086862617572935029 0.013775577031072876 -0.0076336353032487505 -0.0077983859585569124 -0.010435915749335915 0.010355241908306539 0.0053483074070961112 -0.0070386833699189102 -0.00073989504622728748 0.0018780765598276734
leaf_weight=0.0010499451229858065 0.0015124490651117909 0.0010516822246581631 0.0010915546828585082 0.0010019571049690733 0.0010342779766002556 0.0010063948800369546 0.0014746552996755917 0.0011166493384797533 0.0014671523880311153 0.0011083153511145267 0.0010212037917475352 0.0010104112038835655
leaf_count=143 701 235 222 203 257 149 728 162 151 302 577 80
internal_value=0 -0.000474402 0.000543258 -0.000284949 0.00149325 0.00289989 -0.00489559 0.00541351 0.00314423 1.77448e-05 -0.00627918 -0.00295052
internal_weight=0 0.0138967 0.0118238 0.0107323 0.00774516 0.00671088 0.0029871 0.00469407 0.00369212 0.00257547 0.00207289 0.00201681
internal_count=3910 3767 2955 2733 1304 1047 1429 818 615 453 812 229
is_linear=0
shrinkage=0.0350099


Tree=3054
num_leaves=16
num_cat=0
split_feature=403 52 1 48 1 14 47 1 52 2 52 4 0 2 1
split_gain=0.000125416 0.000100289 0.000108145 0.000107482 9.55673e-05 0.000162089 0.000189112 0.000104772 0.000179008 0.000118639 0.000106447 9.75594e-05 0.000127306 9.44254e-05 2.89988e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.14000500000000002 0.11930500000000001 0.10113500000000002 -0.23083499999999998 0.096475000000000019 0.092550000000000007 -0.089799999999999977 0.095195000000000016 0.09716000000000001 0.0057500000000000008 -0.077944999999999987 0.087005000000000013 0.084330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3 11 -11 12 13 14 -10
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00064015151202792314 -0.00055352970920585678 -0.00067464833563979961 0.00064266224263456089 -0.00053349220535898578 -0.00028026231896348576 0.0008750653033981489 -0.00011763974938847574 -0.00052406274527584597 0.00043731959611045113 -0.00064253495412242055 0.00013000803583025156 0.00078108602610691834 0.00071250564379105605 -0.00047582011870847622 -5.6849477641969178e-06
leaf_weight=0.0010806183153118576 0.0010184117584187613 0.0011052318785324091 0.0010451067919049614 0.0011680691120486966 0.0012209169424917624 0.0019808938663857271 0.0010391896158454816 0.0013597963368958835 0.0010033092512218645 0.0011000488017031025 0.0014936986974348181 0.0011445061855167027 0.0011089078091470793 0.0011000264616088697 0.0011005234260104135
leaf_count=930 372 232 160 108 93 392 81 209 233 160 183 136 98 336 187
internal_value=0 2.09035e-05 5.53763e-05 1.68348e-05 6.0395e-05 0.000299218 0.000533482 -3.59196e-05 3.65746e-05 0.00013421 -0.00019764 0.000291933 0.000162123 -2.83734e-05 0.000205582
internal_weight=0 0.0179886 0.0169702 0.0159251 0.014757 0.004241 0.00302008 0.010516 0.00915625 0.00805102 0.00259375 0.00545727 0.00431277 0.00320386 0.00210383
internal_count=3910 2980 2608 2448 2340 566 473 1774 1565 1333 343 990 854 756 420
is_linear=0
shrinkage=0.00188464


Tree=3055
num_leaves=11
num_cat=0
split_feature=39 13 48 51 457 1 1 133 43 4
split_gain=3.25449e-05 7.5653e-05 8.22636e-05 9.54219e-05 0.000132055 0.000110897 0.000109526 5.36175e-05 7.88555e-05 5.36606e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.08955500000000001 0.082870000000000013 0.11198000000000001 0.092550000000000007 0.085625000000000021 -0.077544999999999989 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=0.0070788771485010152 0.0041169925228907896 0.0085435725471479998 -0.0099655840406591596 -0.0098242968098446182 0.01047829305272931 0.0078350406545388933 -0.011159012999818677 -0.0073312597205102258 -0.007167453324505059 0.0024111590481849113
leaf_weight=0.0013364843516164423 0.0019325914095308623 0.0012236667320928373 0.001222801952207476 0.0011631381679051587 0.0013616999912929853 0.00135831288517282 0.0014794087108723052 0.0010812214134478214 0.0012556621356640857 0.0015268477881222953
leaf_count=161 459 335 140 329 192 187 370 755 547 435
internal_value=0 -0.000656519 -0.00154219 -0.000556527 0.000604225 -0.00109234 -0.00293893 -0.000548543 0.00128203 -0.00191138
internal_weight=0 0.0130092 0.0116728 0.01045 0.00928682 0.00792512 0.00656681 0.0050874 0.00400618 0.00278251
internal_count=3910 3451 3290 3150 2821 2629 2442 2072 1317 982
is_linear=0
shrinkage=0.0343234


Tree=3056
num_leaves=14
num_cat=0
split_feature=403 12 158 457 157 160 15 4 48 1 16 4 4
split_gain=0.000150368 9.1815e-05 8.52563e-05 9.99182e-05 0.000121039 0.000125152 9.49146e-05 0.000186692 0.000121413 6.96888e-05 6.41637e-05 9.06415e-05 8.5921e-05
threshold=-1.0000000180025095e-35 0.11655500000000001 0.085745000000000002 -0.068264999999999978 -1.0000000180025095e-35 0.099550000000000013 -0.19153499999999998 0.15927500000000003 0.016865000000000002 0.086145000000000013 0.41476000000000007 -0.0031049999999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 10 -10 11 12 -8
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00072721716401501723 -0.00045829440136498962 -0.00053336480509885102 -0.0004813430961618631 -0.00035649531427841668 -0.00021822857304808855 -0.00041190373011255372 -0.00017482934973035781 0.00086486359430412295 0.00094579780369198076 0.00024200005083638577 0.00046843818669114367 -0.00044843874961501709 0.00041216367637262387
leaf_weight=0.0010347242395591502 0.0011115388109681984 0.0010175890622595293 0.0010033395860086633 0.0016106640763097523 0.0013448197031211461 0.0011164024537970935 0.0017779988701463936 0.0019228618108675004 0.001066326581380575 0.0010145921792477832 0.0011895221317804738 0.001377615932858082 0.0019129125014475312
leaf_count=930 267 164 293 497 222 115 204 166 115 158 112 148 519
internal_value=0 2.69933e-05 6.16598e-05 9.69338e-05 0.00013999 0.000202842 0.000261973 0.000324903 0.000200395 0.000602648 6.66386e-05 -2.76589e-05 0.000129395
internal_weight=0 0.0174662 0.0164486 0.0154453 0.0143337 0.0127231 0.0116066 0.0102618 0.00833897 0.00208092 0.00625805 0.00506853 0.00369091
internal_count=3910 2980 2816 2523 2256 1759 1644 1422 1256 273 983 871 723
is_linear=0
shrinkage=0.00192234


Tree=3057
num_leaves=17
num_cat=0
split_feature=1213 403 15 124 42 160 3 457 13 160 52 13 2 2 160 1
split_gain=0.000680552 0.000199865 0.000168129 0.000129167 0.000198291 0.000181544 0.000246938 0.000197557 0.000211385 0.000203988 0.000257553 0.000199593 0.000232146 0.000210547 8.35043e-05 1.51983e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.085120000000000015 0.0040150000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084925000000000014 -0.0034949999999999994 -0.16277999999999995 0.099550000000000013 0.096170000000000019 -0.091849999999999987 0.090815000000000021 1.0000000180025095e-35 -0.089599999999999985 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -7 15 10 11 -10 13 -13 -8 -9
right_child=1 2 -4 -5 5 7 14 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0015221621060697722 -0.00073255929411722973 5.1447499957714806e-05 0.0011146197743033366 0.00065129784395121827 -0.0010002605032779193 -0.00067060908928427156 0.00041222531113455237 -0.00051513720196624054 0.0010633263452437328 -0.0003459679675238028 0.0012126765428779219 5.2033513867435374e-05 -0.00038361506983130113 0.0011023887794641123 -0.00035064183421974624 -0.00018593276890880634
leaf_weight=0.0010740619897734094 0.0014731676600839667 0.0010746962302470566 0.0011251000134070988 0.001002838924990322 0.0014099059767798067 0.0010629678490994528 0.0010799950466866548 0.0010547339131967677 0.0010111745354787595 0.001387408786380568 0.0013602273451738534 0.0017831280522515188 0.0019789482109947554 0.001166659091979827 0.0010416463583271529 0.0010188167014666405
leaf_count=592 617 193 69 88 767 151 63 27 106 173 118 265 376 101 89 115
internal_value=0 4.85169e-05 0.000595214 -1.89263e-05 -5.88655e-05 5.76653e-06 -0.000376695 0.000119998 0.000198093 0.000329721 0.000458137 0.000285349 0.00012574 0.000467456 3.76862e-05 -0.000353386
internal_weight=0 0.0200314 0.0021998 0.0178316 0.0168288 0.0153556 0.00353155 0.0118241 0.0107611 0.00868755 0.00730014 0.00593991 0.00492874 0.00294979 0.00212164 0.00207355
internal_count=3910 3318 262 3056 2968 2351 919 1432 1281 1139 966 848 742 366 152 142
is_linear=0
shrinkage=0.00192234


Tree=3058
num_leaves=13
num_cat=0
split_feature=1 4 12 150 1 1 15 15 13 150 43 12
split_gain=3.26941e-05 8.47104e-05 6.45935e-05 6.02603e-05 4.76668e-05 0.000125018 5.56891e-05 8.76318e-05 4.55981e-05 4.39057e-05 3.66516e-05 2.23769e-05
threshold=0.085990000000000011 -0.082054999999999975 0.085185000000000025 0.077110000000000012 0.10561500000000001 0.092550000000000007 -0.019749999999999993 -0.24219999999999997 -1.0000000180025095e-35 0.10883000000000001 -0.024279999999999996 0.090965000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 -2 7 -6 -1 -5 -9 -4
right_child=3 2 11 9 6 -7 -8 10 -10 -11 -12 -13
leaf_value=-0.0023963574108769414 0.0033525680664872096 -0.0129163416245124 0.001392267042307333 0.011905209066313207 0.0079190632775594048 -0.012717799889121764 0.0092965220536464586 0.00060346849670405778 0.0065403036800829048 0.0015245353546915637 -0.0086324249732091119 -0.0060164558466972292
leaf_weight=0.001372854893504573 0.0013060814520820694 0.0011334037335460892 0.001037575138780702 0.0010273349742744829 0.001108866296991523 0.0011705746039642455 0.0010130312256241085 0.0010140828858709039 0.0015502206545044907 0.0010512586274945546 0.0011919392205408386 0.0010419207766675233
leaf_count=430 352 450 512 199 268 354 141 129 200 149 109 617
internal_value=0 -0.00205582 -0.00605793 0.00133358 -0.000291997 -0.00424298 0.00196896 -0.000270349 0.0023431 0.00665513 -0.00438679 -0.00231984
internal_weight=0 0.00613598 0.0032129 0.00888317 0.00680458 0.00247666 0.00432792 0.00331489 0.00292308 0.00207859 0.00220602 0.0020795
internal_count=3910 2209 1579 1701 1353 706 647 506 630 348 238 1129
is_linear=0
shrinkage=0.0357101


Tree=3059
num_leaves=15
num_cat=0
split_feature=403 48 158 50 160 403 457 16 15 49 3 0 52 4
split_gain=0.000135337 0.000114913 0.000149922 0.000189842 0.000128663 0.000154479 0.000103094 0.000204846 0.000153918 0.00019382 0.000146352 7.54964e-05 0.00016359 0.0001254
threshold=-1.0000000180025095e-35 0.12862000000000004 0.085745000000000002 0.088560000000000014 -0.085519999999999985 0.087440000000000004 -1.0000000180025095e-35 -0.49150499999999991 -0.11739999999999999 -0.084934999999999997 -0.087654999999999983 -0.052874999999999998 -0.07984999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 -10 -11 12 -12 -14
right_child=1 -3 -4 -5 5 -7 7 8 9 10 11 -13 13 -15
leaf_value=-0.00069109015086830461 0.00071601081819506628 -0.00055389073356041253 -0.0006338195982692849 -0.00058059509089581685 -0.0004040232875588837 -0.00058269346944287554 0.00093545481144394411 -0.00052858490318238578 -0.00057091854623025819 0.00082302938338601019 0.00085221705910128599 -0.00017426170293901347 -0.00044858982303968919 0.00041955347985116404
leaf_weight=0.0010564563031915932 0.0015598342453313008 0.0012089202436275084 0.0010858687667915498 0.0013659718871714402 0.0010461264362957865 0.0011008548674302796 0.0014195197189090765 0.00117119500507389 0.0010229448723652603 0.0018183988809539284 0.0014575992470134891 0.0016182798736094992 0.0011582804842931501 0.0014287957080302283
leaf_count=930 323 116 315 481 127 235 153 214 102 242 185 152 251 84
internal_value=0 3.05079e-05 7.14552e-05 0.000118823 0.000183368 0.000120626 0.000184397 0.000239878 0.000137828 0.000229605 0.000339062 0.000183659 0.000326863 3.08701e-05
internal_weight=0 0.0184626 0.0172537 0.0161678 0.0148018 0.013242 0.0121411 0.011095 0.00967549 0.0085043 0.00748135 0.00566296 0.00404468 0.00258708
internal_count=3910 2980 2864 2549 2068 1745 1510 1383 1230 1016 914 672 520 335
is_linear=0
shrinkage=0.00196078


Tree=3060
num_leaves=16
num_cat=0
split_feature=128 50 158 48 4 15 1 150 52 3 133 16 16 2 0
split_gain=0.000141578 0.00014866 0.000184503 0.000163747 0.000184886 0.000159363 0.00014264 0.000190397 0.000150987 0.000163349 9.69486e-05 0.0001698 0.000163055 0.000162108 5.71337e-05
threshold=0.081870000000000012 0.10625000000000001 0.084965000000000027 0.11930500000000001 0.27020000000000005 -0.10312999999999999 0.092385000000000009 0.086025000000000018 -0.24456499999999998 0.082730000000000012 -0.091614999999999988 -0.083144999999999983 -0.0041999999999999997 0.10113500000000002 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 10 -8 -10 -7 14 -13 -14 -12
right_child=-2 -3 -4 -5 -6 6 8 -9 9 -11 11 12 13 -15 -16
leaf_value=-0.00047873046481632596 -0.00069081198922600997 -0.00068123922913373742 -0.0007176993067035608 -0.00058440367782715936 0.00077208973810374457 -0.00037312141802057152 -0.00013200746710875878 -0.0006497268838981412 0.0010517657899444682 0.00011210128230032528 0.00031925054481489473 -0.00065675038561373127 0.00054422845282490117 -0.00033217150047289075 0.00092473502896818927
leaf_weight=0.0015727734911666373 0.0010567103349065242 0.0010221108744323656 0.0010278878044394811 0.001142671250001912 0.001552069774239522 0.0011206169732888424 0.0011025879053371268 0.0012722642997892719 0.0017168781129568286 0.0010645161059317232 0.0010201212159827167 0.0010072998020351524 0.0019838707931467406 0.0012049769549785788 0.0012102229140553101
leaf_count=229 288 385 382 108 295 287 161 164 241 85 130 500 326 109 220
internal_value=0 1.79317e-05 5.76361e-05 0.000104596 0.000154337 8.71761e-05 0.00015724 2.47109e-05 0.000458173 0.00069213 0.000138405 0.000227602 4.25995e-06 0.000213061 0.000647797
internal_weight=0 0.0190209 0.0179988 0.0169709 0.0158282 0.0142761 0.0127034 0.00881937 0.00388398 0.00278139 0.00754711 0.00642649 0.00419615 0.00318885 0.00223034
internal_count=3910 3622 3237 2855 2747 2452 2223 1736 487 326 1572 1285 935 435 350
is_linear=0
shrinkage=0.00188464


Tree=3061
num_leaves=14
num_cat=0
split_feature=403 48 12 43 1 3 3 1 15 15 12 16 4
split_gain=0.000120152 9.38162e-05 9.47095e-05 0.000149064 0.000148174 0.000276641 0.000122876 0.000103476 0.000158187 0.000119348 0.000139361 9.31334e-05 7.23452e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.092365000000000017 -0.15109999999999998 0.10113500000000002 0.10666500000000002 -0.078669999999999976 0.089075000000000015 -0.097269999999999981 0.085120000000000015 0.085775000000000004 -0.083144999999999983 0.056740000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -5 9 -9 10 11 -3 -7
right_child=1 2 3 6 5 12 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00061962779246285107 -0.00052365795800264593 0.00046766998444498136 0.00038381912390701353 -0.00089377543721927497 0.0010665437689942805 0.00044620084139362145 -0.00011232144563737586 0.00017563322096505589 -0.00084830736143232468 0.00058344654192929641 -0.00064316808328705104 -0.00014875824997823584 -0.00015119824435974426
leaf_weight=0.0010583151122564539 0.0010123378265269279 0.0016858361362608945 0.0012205344737961765 0.0011167544821004162 0.0015539107183806357 0.0011974615853623805 0.0019851256154031814 0.0010275953770277901 0.0011199579077381533 0.0015033030817530046 0.0010183213805744686 0.0018001596084251635 0.0018058140894436515
leaf_count=930 106 127 126 299 358 102 429 46 215 268 347 397 160
internal_value=0 3.37458e-05 6.68711e-05 -0.000174124 0.000148813 0.000421002 -0.000393664 -3.28836e-06 -0.000358356 0.000123638 -2.98215e-05 0.000149348 8.69958e-05
internal_weight=0 0.0180471 0.0170348 0.00432241 0.0127124 0.00455719 0.00310188 0.00815517 0.00214755 0.00600762 0.00450432 0.003486 0.00300328
internal_count=3910 2980 2874 854 2020 620 728 1400 261 1139 871 524 262
is_linear=0
shrinkage=0.00188464


Tree=3062
num_leaves=16
num_cat=0
split_feature=403 124 12 13 48 43 16 16 160 2 160 15 4 2 0
split_gain=0.000141551 0.000125277 0.000127995 0.000115026 0.000131724 0.000138155 0.000132649 0.000138058 0.000234071 9.73198e-05 0.000128055 0.000111041 0.000129821 6.74801e-05 4.71741e-05
threshold=-1.0000000180025095e-35 0.0040150000000000003 0.10852500000000001 0.17936000000000002 0.12862000000000004 -0.11046999999999998 0.15737500000000001 -0.008069999999999999 -1.0000000180025095e-35 0.10274500000000002 0.086110000000000006 -0.097794999999999979 -0.077889999999999987 0.090815000000000021 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 10 11 -10 -13 -9 -11
right_child=1 -3 -4 -5 -6 6 -8 13 9 14 -12 12 -14 -15 -16
leaf_value=-0.00063184180060354164 0.00076252027545126025 0.00064879782055049626 -0.00056796049015319337 -0.00054003928778835648 -0.0005283841764621484 -0.0005452784953046165 -0.00036728410203753755 0.00024264659284777525 -0.00021150092870320482 0.00024588248896572962 -0.0003864285345763242 -2.7602234833516701e-05 0.00077124230598614874 0.00090478909490705945 0.0007730191680018633
leaf_weight=0.0011301549559207666 0.0010215511449789836 0.0010100914556386139 0.0012416898327302943 0.0010686422761101494 0.0011057063701364065 0.0017468377535456124 0.0019354945627803538 0.0010053800502574676 0.0012762149035118932 0.0011191162127427157 0.0015272204748850854 0.0011517000897443563 0.0015879273987839055 0.0010148488335238858 0.001109237383218554
leaf_count=930 137 90 253 94 94 531 424 313 114 78 134 200 186 177 155
internal_value=0 2.81131e-05 -6.88936e-06 3.49032e-05 7.42852e-05 0.000120256 7.1562e-05 0.000145175 5.38885e-05 0.000188568 6.00399e-05 0.000229831 0.00043542 0.00057527 0.000508282
internal_weight=0 0.0189217 0.0179116 0.0166699 0.0156012 0.0144955 0.013474 0.0115385 0.00951825 0.00777142 0.00554306 0.00401584 0.00273963 0.00202023 0.00222835
internal_count=3910 2980 2890 2637 2543 2449 2312 1888 1398 867 634 500 386 490 233
is_linear=0
shrinkage=0.00181146


Tree=3063
num_leaves=15
num_cat=0
split_feature=403 52 1 123 14 13 48 1 52 3 2 15 3 0
split_gain=0.000131273 9.04308e-05 9.56363e-05 0.000110203 0.000129209 0.000112793 0.000133004 0.000219331 0.000153928 9.30424e-05 0.000115093 0.000106042 0.000139213 6.7744e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 0.14000500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.17936000000000002 0.11379500000000002 0.094695000000000015 -0.089799999999999977 -0.115685 0.094400000000000026 0.084955000000000017 0.084925000000000014 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 -10 11 12 -11 -9
right_child=1 2 -4 -5 5 -7 -8 13 9 10 -12 -13 -14 -15
leaf_value=-0.00066912760792399526 -0.00053278476909010542 -0.00058022598557363689 0.00059982009185813876 0.00056126448586248708 -0.00069214471429395027 -0.00052218059547118746 -0.00051757828893824831 0.00097733099005028242 0.00062409903133811258 -0.00041856456428817008 -0.00040742957615550298 0.00054015220590815491 0.00038423891161711921 0.00035783182613492644
leaf_weight=0.0010565041906368698 0.0010133896236795897 0.0013914749371617416 0.0010424299309720287 0.0011957177072167242 0.0010145319224509489 0.0012258696370852926 0.0012038909742528312 0.0011075883129021968 0.0010035792949027178 0.0016635479066484425 0.0017390437311098714 0.0016792118216083229 0.0014239232277932778 0.0014448675782745462
leaf_count=930 372 102 160 280 204 114 84 120 100 510 298 304 64 268
internal_value=0 1.42602e-05 4.6612e-05 1.07783e-05 -3.34053e-05 2.29314e-05 7.73473e-05 0.00014201 -3.11519e-06 8.9975e-05 7.58049e-06 0.00015899 -4.83164e-05 0.000626651
internal_weight=0 0.0181491 0.0171357 0.0160932 0.0148975 0.0135061 0.0122802 0.0110763 0.00852384 0.00750931 0.00650573 0.00476668 0.00308747 0.00255246
internal_count=3910 2980 2608 2448 2168 2066 1952 1868 1480 1276 1176 878 574 388
is_linear=0
shrinkage=0.00188464


Tree=3064
num_leaves=16
num_cat=0
split_feature=4 0 1 15 15 1 2 1 0 39 16 47 3 43 15
split_gain=0.000160701 0.00017697 0.000118775 0.000143165 0.000111061 0.000144606 0.000112367 0.000266956 0.000257748 0.000110084 0.000107227 0.000119253 0.000104845 6.51918e-05 4.36828e-05
threshold=-0.51381999999999983 1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 0.079360000000000014 0.086560000000000012 0.097940000000000013 0.11167500000000001 -0.14808999999999997 0.005105000000000001 -0.110495 0.092255000000000018 -0.08323499999999999 0.056750000000000009 -0.07052499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 5 -4 9 -8 -9 10 -7 -12 -5 -3 -2
right_child=1 13 4 12 -6 6 7 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00071704812739995102 -0.00037018094122824016 0.00021754902573416264 0.00074424656850467417 -0.00038444938704979378 -0.00040142684084378818 0.00022828103017134295 0.00086831528502957268 -0.00059482238752987891 0.00060098021123511478 0.0003863178790463604 -0.00081536391745125726 -5.7956816271050886e-05 0.00045423490619009185 0.00086433971081263552 -0.00088543023739710272
leaf_weight=0.0010973092640731942 0.0011740208070338477 0.0011652306508716874 0.0011887279918779631 0.0010229992746216892 0.0016452202707925448 0.0010638411864131755 0.0016439883211643021 0.0015448494072738844 0.0010933370112601809 0.0011039806885066823 0.0016140134324533748 0.0013609609722303739 0.0010973423130922616 0.001054343778032913 0.0011637546506949345
leaf_count=80 584 279 109 453 482 82 161 92 226 123 178 141 397 48 475
internal_value=0 2.47844e-05 -4.16026e-05 -0.000305031 5.41966e-05 0.000124822 4.66972e-05 0.000272213 -9.92489e-05 -0.000141079 -0.00028524 -0.000468873 4.95957e-05 0.000524788 -0.000626674
internal_weight=0 0.0189366 0.016717 0.00445812 0.0122589 0.0106137 0.00942497 0.00428217 0.00263819 0.0051428 0.00403882 0.00297497 0.00212034 0.00221957 0.00233778
internal_count=3910 3830 3503 1909 1594 1112 1003 479 318 524 401 319 850 327 1059
is_linear=0
shrinkage=0.00188464


Tree=3065
num_leaves=12
num_cat=0
split_feature=11 48 0 42 49 51 4 15 12 13 13
split_gain=3.17198e-05 5.35206e-05 0.000176791 6.39485e-05 0.000108694 8.48043e-05 7.80415e-05 0.000125121 0.000166718 0.000111127 7.28221e-05
threshold=0.079700000000000007 0.091555000000000011 -0.18901999999999997 0.086325000000000013 -0.07107999999999999 0.083165000000000017 0.15927500000000003 -0.017214999999999998 0.084100000000000022 -0.092039999999999983 -0.062819999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -9 -10 -5
right_child=-2 2 -4 10 5 -7 -8 8 9 -11 -12
leaf_value=-0.0076110790755238109 -0.004839660977687836 -0.0052417310186532616 0.010735721527384345 -0.0085127615484087739 -0.0061538122903287409 -0.0058134723514412165 0.010427475960161723 0.011760855489038652 0.0062355929629064732 -0.00782619708512944 0.0013307357174175479
leaf_weight=0.001236564075097318 0.0011889017167911404 0.0010845961024552597 0.0015811628127841331 0.0017056680114178851 0.0013431705965827111 0.00106406208146099 0.0012157253898456037 0.0016999053110690518 0.0010021598381717593 0.001089740282212503 0.0011819039127251021
leaf_count=180 254 62 378 1041 371 182 251 285 58 630 218
internal_value=0 0.000342799 0.0042351 -0.000556415 0.000754419 0.00214954 0.00348374 0.00183979 0.00467136 -0.00108966 -0.00448375
internal_weight=0 0.0142047 0.00266576 0.0115389 0.00865133 0.00741476 0.0063507 0.00513498 0.00379181 0.0020919 0.00288757
internal_count=3910 3656 440 3216 1957 1777 1595 1344 973 688 1259
is_linear=0
shrinkage=0.0304782


Tree=3066
num_leaves=12
num_cat=0
split_feature=12 157 0 43 2 2 0 49 13 43 0
split_gain=3.30103e-05 4.34324e-05 6.46233e-05 9.79913e-05 6.35146e-05 0.000113853 8.71668e-05 0.000121075 0.000114956 5.15206e-05 3.15888e-05
threshold=0.10852500000000001 -1.0000000180025095e-35 -0.017269999999999997 -0.089949999999999988 0.097940000000000013 0.11260500000000001 -0.10209999999999998 -0.0090499999999999973 -0.014114999999999997 -0.044024999999999988 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 -8 -4 -7
right_child=-2 2 9 4 5 10 8 -9 -10 -11 -12
leaf_value=-0.0048547829717699668 -0.0056112083513872868 -0.0081371455836837005 0.012492720187413413 0.0016984366363410601 0.013777679536532543 -0.0040222756478144103 -0.0030631434870710553 -0.014300969835468951 0.010186746171364388 0.0013308351330371736 0.0046842561639995495
leaf_weight=0.0016855650681443001 0.0012085379061398368 0.0015383380348373702 0.0010028161886176871 0.0012025329835152476 0.0012201938570849773 0.0010378052773398067 0.0017924840519007025 0.0011193835715835594 0.0014532896152268339 0.0010248613252268157 0.0010057728970751644
leaf_count=651 319 472 115 83 207 98 1014 168 389 152 242
internal_value=0 0.000418042 0.00113494 1.72164e-05 0.00143761 0.00531544 -0.000835569 -0.00601479 0.00286947 0.0068511 0.000262754
internal_weight=0 0.014083 0.0123975 0.0103698 0.00883146 0.00326377 0.00556769 0.00232192 0.00324577 0.00202768 0.00204358
internal_count=3910 3591 2940 2673 2201 547 1654 251 1403 267 340
is_linear=0
shrinkage=0.0350099


Tree=3067
num_leaves=12
num_cat=0
split_feature=1 4 150 13 4 151 16 51 4 4 151
split_gain=3.50302e-05 6.71376e-05 6.02718e-05 5.66691e-05 5.60703e-05 5.18566e-05 8.26661e-05 0.000110292 8.95054e-05 5.22035e-05 5.06319e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.083654999999999993 -0.49269499999999994 -0.030624999999999996 -0.055679999999999993 -0.12313999999999999 0.24280000000000004 0.050655000000000006 -0.014594999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -3 -1 -2 8 -8 9 -7 -4
right_child=2 3 10 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0048005473985763226 -0.0071594358181059836 -0.011083295631471484 0.011747539479283612 -0.0018765433392497913 0.0049577493754711533 0.0052462694783927989 0.0047810688804691467 -0.0096798723984377558 0.011174254279562399 -0.0054882765066526472 0.0013553786217158231
leaf_weight=0.0010095655026796969 0.0010418103420292155 0.0012202556918454754 0.0010002615388879079 0.0019942254408800318 0.0019635619492641833 0.0010467383251519858 0.0010179731040288846 0.0014449055567372594 0.0013367733908709102 0.0010060474912639839 0.0011312984554694861
leaf_count=76 136 617 229 958 549 333 156 429 242 65 120
internal_value=0 -0.0020005 0.00128666 -0.00537154 0.00164419 -0.000242351 0.000988981 -0.00370278 0.00439805 -1.46121e-05 0.00623203
internal_weight=0 0.00618761 0.00902581 0.00321448 0.00297313 0.00689425 0.00585244 0.00246288 0.00338956 0.00205279 0.00213156
internal_count=3910 2200 1710 1575 625 1361 1225 585 640 398 349
is_linear=0
shrinkage=0.0336504


Tree=3068
num_leaves=16
num_cat=0
split_feature=403 48 11 403 403 160 1 13 13 52 51 0 16 2 12
split_gain=0.000112169 9.96909e-05 9.25118e-05 0.000112101 0.000130646 0.000114843 0.000196616 0.000157188 0.000164635 0.000281278 8.75824e-05 0.000105114 8.94744e-05 5.53075e-05 2.82139e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.08184000000000001 0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 0.091035000000000019 -0.42334499999999992 -0.083514999999999992 0.10433000000000002 -0.21562499999999998 -0.10071499999999999 -0.071799999999999989 0.090905000000000014 0.086355000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -9 10 -10 12 13 -12 -13
right_child=1 2 -4 -5 -6 7 -8 8 9 -11 11 14 -14 -15 -16
leaf_value=-0.00061213820865415128 -0.00053984352952329948 -0.00085324901655978354 -0.00044597384214771501 -0.00048835385962380808 0.00071335948096732423 -0.00045246876044221639 0.00014963881265051199 0.00072659959627972045 0.00046747340981891544 0.0010216272829989296 0.00013206722124371574 -0.00021884845047228529 0.00054537313049064459 -0.0004372577306241278 -0.00065123903340100979
leaf_weight=0.0010050793650277006 0.0010168996724250192 0.0011145494598795566 0.0011684748213282468 0.0010575159242210272 0.0012206017651859588 0.0012319902980801418 0.0016634117492734211 0.0019571876369493674 0.0010706605383947734 0.001032867883888372 0.001385923644034559 0.0010082934891450287 0.0010245872974289053 0.0010049290263585806 0.0010534618131358715
leaf_count=930 106 591 210 305 145 65 288 335 119 95 45 216 57 90 313
internal_value=0 2.21074e-05 5.57329e-05 9.27753e-05 0.000134388 8.22251e-05 -0.000252731 0.000168623 0.000248848 0.000125502 -1.58539e-05 -0.000110333 8.85404e-05 -0.000107233 -0.00043978
internal_weight=0 0.0180114 0.0169945 0.015826 0.0147685 0.0135479 0.00277796 0.0107699 0.00953791 0.00758072 0.00654786 0.0054772 0.00341544 0.00239085 0.00206176
internal_count=3910 2980 2874 2664 2359 2214 879 1335 1270 935 840 721 192 135 529
is_linear=0
shrinkage=0.00184769


Tree=3069
num_leaves=17
num_cat=0
split_feature=11 403 403 4 150 160 52 42 43 47 43 150 4 133 12 51
split_gain=0.00014311 0.000177972 0.00020361 0.000147623 0.000164767 0.000278928 0.000252411 0.000134117 0.000143261 0.000129202 0.000163184 0.000161527 0.000200124 0.000127603 0.000198515 5.42876e-05
threshold=0.088315000000000018 0.10150000000000002 0.03138500000000001 0.27608500000000008 -0.081029999999999977 -1.0000000180025095e-35 -0.013104999999999999 -1.0000000180025095e-35 -0.044024999999999988 0.09023500000000001 0.12512500000000001 0.083205000000000015 -0.056579999999999991 0.087035000000000015 0.094045000000000004 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 13 10 11 12 -10 14 -9 -13
right_child=-2 -3 -4 -5 5 7 -8 8 9 -11 -12 15 -14 -15 -16 -17
leaf_value=0.00067744647311716215 -0.00072313464948249226 -0.00077433328308643687 0.00073425158559293731 0.00050755157921428403 -0.00010076079670428034 -0.00051747867609193204 -0.001340498669725408 0.0010550528337506285 -0.00024386282827097605 0.00044663110599908143 0.00046549774570956766 0.00035025675300452182 -0.0013889135149517452 -0.00019131999325122984 -4.5449649967729545e-05 -0.00028148739107226162
leaf_weight=0.0010844831366369481 0.0010471665190870628 0.0010301645492390701 0.0015905094706414038 0.001977637405398496 0.0012895840185479296 0.0016257243348785618 0.0012371291047695073 0.0016217079903580317 0.0014043025303670242 0.0014436782032636319 0.0011013183481151378 0.0010060033974603755 0.0010080829753399516 0.0010108035755421879 0.0010307231852344501 0.0010891854418292046
leaf_count=107 145 264 196 369 329 658 619 223 395 66 53 32 96 220 84 54
internal_value=0 1.99682e-05 6.18854e-05 2.24328e-06 -6.03991e-05 -0.000114217 -0.000707761 7.30056e-06 8.69163e-05 -7.64795e-05 -0.000211123 -0.00037644 -0.000722354 0.000401491 0.000627402 2.18441e-05
internal_weight=0 0.020551 0.0195209 0.0179304 0.0159527 0.0148682 0.00252671 0.0123415 0.0107158 0.00705257 0.00560889 0.00450757 0.00241239 0.00366323 0.00265243 0.00209519
internal_count=3910 3765 3501 3305 2936 2829 948 1881 1223 696 630 577 491 527 307 86
is_linear=0
shrinkage=0.00196078


Tree=3070
num_leaves=12
num_cat=0
split_feature=484 42 15 12 1 3 2 15 48 16 0
split_gain=3.53193e-05 4.53924e-05 6.44244e-05 0.000147564 0.000109374 0.000111571 8.76835e-05 9.82515e-05 7.87012e-05 6.00654e-05 3.61546e-05
threshold=-0.0043499999999999988 0.10269500000000001 1.0000000180025095e-35 0.086865000000000012 1.0000000180025095e-35 0.11265500000000002 0.086650000000000019 -0.064869999999999983 0.088465000000000002 0.0015250000000000001 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 7 -6 -8 -2 -5
right_child=1 -3 3 10 5 -7 8 -9 -10 -11 -12
leaf_value=-0.0060221180282853237 -0.0093420172912599062 -0.0064182256023208534 -0.011692801870507058 0.007078877852631605 -0.0017140419955145021 -0.0025661680446500742 0.019232280516984914 0.010767306070584555 0.0062800743845027604 0.00059554671983101778 -0.0018534726956806683
leaf_weight=0.0010455342978833793 0.0011039756015830183 0.0010302144166822744 0.0013545617103670549 0.0010271950471651779 0.0017393380315675411 0.0018075083420386207 0.0010021184849498812 0.0012116678693296834 0.0011304923343706825 0.0018310258764156957 0.0010252596797878932
leaf_count=612 451 402 409 217 268 230 274 184 104 266 493
internal_value=0 0.000385376 0.000915044 -0.00307234 0.00229759 0.00461453 0.00716767 0.00341074 0.0123663 -0.00314238 0.00261691
internal_weight=0 0.0142634 0.0132331 0.00340702 0.00982613 0.00689113 0.00508362 0.00295101 0.00213261 0.002935 0.00205245
internal_count=3910 3298 2896 1119 1777 1060 830 452 378 717 710
is_linear=0
shrinkage=0.0336504


Tree=3071
num_leaves=15
num_cat=0
split_feature=403 48 403 403 160 1 39 43 43 49 47 1 1 12
split_gain=0.000125892 0.000111122 9.40375e-05 0.000122214 0.000123171 0.000239977 0.000112044 0.000131436 0.000176084 0.000140138 8.67548e-05 0.000212296 0.00011971 8.32695e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 0.07955000000000001 -1.0000000180025095e-35 0.091035000000000019 0.096775000000000014 -0.15109999999999998 -0.08768999999999999 0.090445000000000011 0.096300000000000011 0.094695000000000015 0.086560000000000012 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -9 10 11 12 13 -10
right_child=1 2 -4 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0006456060271169754 -0.00058191043256698596 -0.00097654414922498803 -0.00047754946697647839 0.00071843354464848851 0.00069007397270658577 0.00013437502626842667 -0.00045209918022010416 -0.00062841127883356686 0.00059482564838595994 0.00080654137075724503 -0.00038618499820553665 0.00070317923289435979 -0.00049261101216601635 -9.8330114335469547e-05
leaf_weight=0.0010465540761605717 0.001005217343700896 0.0011196372976790556 0.0010705188674315349 0.0010578102594539498 0.0016326888575268683 0.0018026207636943938 0.0010337535801126429 0.0010202996325281129 0.0010493663821485952 0.0011672673143327886 0.001094452114150879 0.0019363718719669094 0.0014363981824726813 0.0014891321019288237
leaf_count=930 106 612 307 88 104 304 130 166 135 208 91 404 131 194
internal_value=0 2.68693e-05 6.30576e-05 9.95941e-05 5.53095e-05 -0.000291264 0.000140706 0.000197312 0.000109799 0.000201956 0.000101222 0.000191464 -5.78184e-05 0.000188207
internal_weight=0 0.0179155 0.0169103 0.0158398 0.014782 0.00292226 0.0118597 0.010826 0.00919329 0.00817299 0.00700572 0.00591127 0.0039749 0.0025385
internal_count=3910 2980 2874 2567 2479 916 1563 1433 1329 1163 955 864 460 329
is_linear=0
shrinkage=0.00188464


Tree=3072
num_leaves=17
num_cat=0
split_feature=128 50 158 48 4 15 3 2 150 3 0 0 3 15 43 42
split_gain=0.000127383 0.000172969 0.0002194 0.000158722 0.000154132 0.00013108 0.000104165 0.000167425 0.000144501 0.000128433 0.000100892 0.000179088 9.85066e-05 7.04474e-05 5.68602e-05 3.29937e-05
threshold=0.081870000000000012 0.10625000000000001 0.085745000000000002 0.12474000000000002 0.27020000000000005 -0.10312999999999999 0.11476000000000001 0.10113500000000002 0.086420000000000011 -0.078884999999999997 -0.10209999999999998 -0.084154999999999994 -0.11266 0.085120000000000015 -0.07526999999999999 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 12 -11 -12 -7 -14 -13 -9
right_child=-2 -3 -4 -5 -6 6 -8 15 -10 10 11 14 13 -15 -16 -17
leaf_value=-0.00041952113449571216 -0.0006544600307592087 -0.00073060030309638293 -0.00079809703563999529 -0.00061236390561143653 0.00072321548384191156 0.00046252876383299227 0.0006146387238310869 -0.0001550430218578986 -0.00038097680213483359 6.7829953353312409e-05 0.0013331823474005597 0.00069308375222022843 -0.00059447888643783867 0.00010756367654148484 5.5740486673682668e-05 -0.00064635251321474619
leaf_weight=0.0015920106567292687 0.0010920423915115841 0.0010694374804867011 0.0010263328352522532 0.0010352629618907696 0.0016368071963517678 0.0012020591035738068 0.0016598150881971243 0.0010042008402352262 0.0013099403245496674 0.0012834605124618648 0.0011005982132582803 0.0010313239290950585 0.001007633491094128 0.0011101210584577997 0.0010377952438827632 0.001016281339522869
leaf_count=238 288 385 369 89 309 128 95 242 179 78 64 102 475 462 243 164
internal_value=0 2.05728e-05 6.50697e-05 0.000117098 0.00016432 0.000100594 0.00016547 9.83254e-05 0.000209659 0.000309196 0.000522547 0.000706668 2.30069e-05 -0.00022647 0.000373415 -0.000402167
internal_weight=0 0.0191231 0.0180536 0.0170273 0.015992 0.0143552 0.0127632 0.0111034 0.00908293 0.00777299 0.00445318 0.00316972 0.00331981 0.00211775 0.00206912 0.00202048
internal_count=3910 3622 3237 2868 2779 2470 2232 2137 1731 1552 487 409 1065 937 345 406
is_linear=0
shrinkage=0.00192234


Tree=3073
num_leaves=13
num_cat=0
split_feature=151 15 0 16 12 15 4 3 0 0 2 4
split_gain=3.53161e-05 6.08514e-05 4.64134e-05 9.0676e-05 8.5914e-05 6.16077e-05 9.977e-05 5.78555e-05 4.73224e-05 9.19277e-05 0.000153232 6.33329e-05
threshold=0.079335000000000017 0.091915000000000011 -0.077944999999999987 -0.021269999999999997 0.090480000000000019 -0.038029999999999987 -0.49837999999999999 -0.083144999999999983 -0.10071499999999999 -0.14136999999999997 0.11230000000000001 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -5 -7 -1 9 10 11 -9
right_child=-2 -3 3 5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.0083317274936620354 0.0072746895719772234 -0.009829714202416847 0.013537142364304785 -0.0078259518455591481 -0.012603382906065662 -0.006331991964637569 0.0097890101597092691 -0.0035799191626500562 -0.0094229688283823648 0.0085207746512928357 -0.016143981656273759 0.010044442057399837
leaf_weight=0.0011510329473050198 0.0010296065081745092 0.0011068341825687606 0.0011283371944618521 0.0011124009819053278 0.0010604788446647714 0.0010459951207378582 0.0016889776050257577 0.0013285049784456243 0.0010940066845119166 0.0014903970615881314 0.001119766765396696 0.0010109653655083761
leaf_count=722 157 609 318 349 440 151 163 103 540 171 100 87
internal_value=0 -0.000590377 0.000182544 0.0033119 -0.00170364 0.000313094 0.0036235 -9.70457e-05 -0.00170234 4.13889e-06 -0.00366522 0.00230763
internal_weight=0 0.0143377 0.0132309 0.00497571 0.00825515 0.00384737 0.00273497 0.00719467 0.00604364 0.00494963 0.00345924 0.00233947
internal_count=3910 3753 3144 981 2163 663 314 1723 1001 461 290 190
is_linear=0
shrinkage=0.0410197


Tree=3074
num_leaves=15
num_cat=0
split_feature=0 16 47 123 130 42 42 51 12 16 160 52 2 16
split_gain=0.000172156 0.000156728 0.000134998 0.000121609 0.000163374 0.000184814 0.000224005 0.000133533 0.000113621 0.000144223 0.000132404 0.0001396 0.000101498 0.000134038
threshold=0.18055000000000002 0.31524000000000002 0.107145 1.0000000180025095e-35 -0.076814999999999981 -1.0000000180025095e-35 0.092145000000000019 -0.07742499999999998 0.088055000000000008 -0.035699999999999989 0.087825000000000014 -0.048794999999999991 0.10869000000000002 -0.110495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -7 10 -10 11 -9 13 -13
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.00070505663745753188 0.00075426302241726165 -0.00098347260886603007 -2.3696314386644618e-05 0.00058187735765283255 -0.000709976213471558 -0.00053519986143727772 -0.00077877587654620281 0.00074989189297701181 0.00010231140885451383 0.00093671139016428273 -0.00043034244050996673 0.0007708287543073414 -0.00036412075865066383 -9.7300395300298944e-05
leaf_weight=0.0010162083277488283 0.0010171841649481558 0.0011789002241377388 0.0010017304968675811 0.0012500040819451675 0.0015948624385602088 0.0012338717108914066 0.0012904297527571345 0.0011524704894856977 0.0019073129122583743 0.0012787032598997813 0.0019291345012666036 0.0010487789940297684 0.0017390584311185227 0.0017604241278353031
leaf_count=172 44 314 74 302 801 266 544 177 235 144 172 139 129 397
internal_value=0 -5.70682e-05 -0.000542574 4.48008e-06 -4.07671e-05 -9.15143e-05 -1.75752e-05 6.39432e-05 0.000132293 0.000437197 4.97408e-06 0.000152286 8.60058e-07 0.000226804
internal_weight=0 0.0193819 0.00218063 0.0172013 0.0159513 0.014935 0.0133402 0.0120498 0.0108159 0.00318602 0.00762987 0.00570073 0.00454826 0.0028092
internal_count=3910 3866 388 3478 3176 3004 2203 1659 1393 379 1014 842 665 536
is_linear=0
shrinkage=0.00192234


Tree=3075
num_leaves=12
num_cat=0
split_feature=158 14 156 457 1 49 0 16 16 2 43
split_gain=3.412e-05 5.27173e-05 5.55485e-05 6.34411e-05 9.18387e-05 0.000102096 8.71243e-05 8.00232e-05 0.000102527 5.24633e-05 9.48893e-05
threshold=0.084710000000000021 -0.13131999999999996 0.084090000000000012 -0.0034949999999999994 0.085835000000000009 -0.047309999999999998 -0.087614999999999985 0.20277000000000003 -0.083144999999999983 0.10457000000000001 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8 10 -7
right_child=-2 2 -4 4 5 9 7 -9 -10 -11 -12
leaf_value=-0.0079827582581190847 -0.0070127463783725913 -0.0071102235956426868 -0.0069148150425185307 -0.0094170227221763644 0.015082081503768174 0.0088708850440739704 0.0062294256430509851 0.010274803272435486 -0.010225744202939924 0.0098551876463795832 -0.0050728425170599167
leaf_weight=0.0010700453020963769 0.0010243174471036348 0.0010980292821427132 0.0012165999089723484 0.0014092308906903041 0.0014881456937249722 0.0012536288952021254 0.0011609628484718288 0.0012360617816147279 0.0011938838902354318 0.0012924529316477419 0.0019214452489355746
leaf_count=154 433 246 449 470 217 197 310 148 642 210 434
internal_value=0 0.000435614 0.00111442 0.00192481 0.00283034 0.0061379 -0.00110931 0.00215101 -0.00211318 0.00315857 0.000432623
internal_weight=0 0.0143405 0.0132704 0.0120538 0.0109558 0.00595567 0.00500014 0.00359091 0.00235485 0.00446753 0.00317507
internal_count=3910 3477 3323 2874 2628 1058 1570 1100 952 841 631
is_linear=0
shrinkage=0.0394268


Tree=3076
num_leaves=11
num_cat=0
split_feature=4 158 156 151 15 49 0 0 2 0
split_gain=3.49012e-05 5.2797e-05 5.68591e-05 8.25874e-05 6.39128e-05 0.000101304 0.000133262 8.30927e-05 0.000100645 5.98874e-05
threshold=0.27608500000000008 1.0000000180025095e-35 0.084090000000000012 -0.024429999999999997 -0.10312999999999999 -0.053904999999999988 -0.10071499999999999 -0.077944999999999987 0.10113500000000002 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 9 -9
right_child=-2 -3 -4 4 5 6 7 8 -10 -11
leaf_value=0.0078675489509478676 0.0044010452706895039 -0.0081626394821789298 -0.0072532727571172195 -0.0087331081237366579 -0.0070829643507638734 0.011818478312653246 -0.00706814424054067 0.012546850398634256 -0.0045473552434445634 0.0010964196636138656
leaf_weight=0.00169433082351179 0.001893372918448836 0.0010632210584381819 0.0012056604392164374 0.0010356987706266968 0.0017230911675517975 0.0014525078883800991 0.0015181849214675027 0.0012180401495823778 0.0014470357160771274 0.0010360606190165395
leaf_count=377 441 404 463 183 143 136 1063 337 286 77
internal_value=0 -0.000677094 -3.16443e-05 0.000750996 -0.000527584 0.000484749 0.00243921 -0.000170982 0.00265819 0.00728385
internal_weight=0 0.0133938 0.0123306 0.011125 0.00943062 0.00839492 0.00667183 0.00521932 0.00370114 0.0022541
internal_count=3910 3469 3065 2602 2225 2042 1899 1763 700 414
is_linear=0
shrinkage=0.0350099


Tree=3077
num_leaves=12
num_cat=0
split_feature=42 42 51 42 43 51 48 1 52 4 43
split_gain=3.48978e-05 6.8418e-05 6.26383e-05 5.61467e-05 8.2732e-05 5.54581e-05 0.000117958 0.000144094 6.17797e-05 4.53379e-05 3.45153e-05
threshold=-1.0000000180025095e-35 -0.09547499999999999 -0.07742499999999998 0.092145000000000019 -0.06705499999999999 0.10731500000000001 0.092150000000000024 0.10498500000000001 0.082665000000000002 -1.0000000180025095e-35 -0.08768999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 10 6 7 8 9 -6 -4
right_child=2 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0012073367929729699 -0.0055622591286051265 -0.010455000246107508 0.0045061320104724367 -0.0037993409819473511 0.0086030686862595875 -0.0065380476900187591 -0.0081313056830022643 0.016276582117904073 -0.0059019210406645057 -0.00011683937605152759 0.01364226755007438
leaf_weight=0.0014330436743565074 0.0016946566775561988 0.0010821753964744777 0.0010197509748014393 0.0019037440480253994 0.0014229588846762457 0.0010174435688657391 0.0010903796471431471 0.001025320790778452 0.0010144352671507097 0.0015025477962180072 0.001007667978232038
leaf_count=315 521 745 224 710 206 93 108 211 193 116 468
internal_value=0 -0.00381039 0.000703405 0.00166832 0.0028121 0.00102495 0.00229565 0.00458543 0.00154295 0.0041245 0.00904698
internal_weight=0 0.00251522 0.0126989 0.0110042 0.0091005 0.00707309 0.00605564 0.00496526 0.00393994 0.00292551 0.00202742
internal_count=3910 1060 2850 2329 1619 927 834 726 515 322 692
is_linear=0
shrinkage=0.0350099


Tree=3078
num_leaves=12
num_cat=0
split_feature=11 48 0 16 403 16 13 16 2 1 3
split_gain=3.56668e-05 4.73664e-05 0.000160593 5.90645e-05 8.91301e-05 7.98959e-05 8.85413e-05 0.00010964 0.000161524 8.77383e-05 6.2451e-05
threshold=0.080455000000000013 0.091555000000000011 -0.19631499999999999 -0.41862999999999995 0.088015000000000024 -0.23935499999999996 -0.037444999999999992 -0.008069999999999999 0.085805000000000006 0.088495000000000018 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 10 8 -8 -9 -7
right_child=-2 2 -4 4 -6 6 7 9 -10 -11 -12
leaf_value=-0.0085958002914459514 -0.006988690654989989 -0.0066254955960678066 0.013356352932534963 0.011107944278749319 -0.010427139683293481 -0.01328397549682765 0.0072755574185973592 0.01807029208529224 -0.012084275592886442 0.00286546966565367 -0.0010545562129745908
leaf_weight=0.0012772776181753246 0.0010679148322711692 0.0010482470423893719 0.0015493338028846311 0.0012059155860069488 0.0010595398163232928 0.0010003778499466636 0.0013763808394153796 0.0010405183732152463 0.001305150903656461 0.0013623622197636871 0.001848520619237605
leaf_count=339 241 62 380 93 286 957 336 218 316 187 495
internal_value=0 0.000485049 0.00529273 -0.000603161 0.000397825 0.0016528 0.000215553 0.00333341 -0.00214723 0.00944961 -0.00534886
internal_weight=0 0.0140736 0.00259758 0.011476 0.0101988 0.00913923 0.00793331 0.00508441 0.00268153 0.00240288 0.0028489
internal_count=3910 3669 442 3227 2888 2602 2509 1057 652 405 1452
is_linear=0
shrinkage=0.0394268


Tree=3079
num_leaves=16
num_cat=0
split_feature=0 12 403 453 4 1 16 16 52 16 1 12 15 4 52
split_gain=0.000166431 0.000283101 0.000145103 0.000157299 0.000142424 0.000160786 0.000148621 0.000154269 0.000189811 0.000147323 0.000114899 0.0001317 0.000113307 0.000102584 5.32834e-05
threshold=0.18055000000000002 0.11655500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 0.11198000000000001 -0.19424999999999998 0.3935300000000001 1.0000000180025095e-35 -0.50763499999999995 0.095575000000000007 0.088325000000000015 0.084050000000000014 1.0000000180025095e-35 0.10898500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 -4 8 10 -6 11 13 14 -8 -10
right_child=-2 -3 3 -5 5 -7 7 -9 12 -11 -12 -13 -14 -15 -16
leaf_value=-0.00069031423474530753 0.00073999643134997346 -0.0010471218168190345 -0.00071368536228499913 -0.00068015579851323643 0.00048268239100309515 0.00081976225186116899 -0.00072912192311782209 -0.00049484463445888943 0.0010606414202719533 -0.00048675044589040564 0.00034781817539875206 0.00032781570827944493 2.6805223962758073e-05 -6.5442754177932576e-05 0.0004533978511442559
leaf_weight=0.0010886690195929935 0.0010033442607809305 0.0010234530704548153 0.0010560237284717991 0.0010749034011326977 0.0013169291641727116 0.0017992079110871863 0.0017930128087383403 0.0016995712476182987 0.001116204537015335 0.0010342212377173199 0.0018422462631432377 0.0012045117379336293 0.0011732515829481274 0.0016550723792124987 0.0010237163277955832
leaf_count=907 44 182 68 96 96 297 496 312 165 90 241 302 318 90 206
internal_value=0 -6.24262e-05 -9.0406e-06 3.2653e-05 7.84949e-05 0.000387237 -2.34974e-05 3.98395e-05 0.000132492 5.62494e-05 -5.85099e-05 -0.0002194 0.000506914 -0.000410558 0.000770142
internal_weight=0 0.019901 0.0188775 0.0177889 0.016714 0.00415036 0.0125636 0.0115076 0.00980802 0.00235115 0.00649484 0.0046526 0.00331317 0.00344809 0.00213992
internal_count=3910 3866 3684 2777 2681 483 2198 2130 1818 186 1129 888 689 586 371
is_linear=0
shrinkage=0.00192234


Tree=3080
num_leaves=12
num_cat=0
split_feature=52 52 1 39 13 13 2 1 2 2 4
split_gain=3.54828e-05 7.27372e-05 7.54861e-05 5.47754e-05 5.54305e-05 9.44129e-05 7.14213e-05 7.55787e-05 7.43899e-05 5.72639e-05 4.424e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.080320000000000016 0.005105000000000001 -0.094679999999999986 -0.014114999999999997 0.096750000000000017 0.10498500000000001 0.086650000000000019 0.099990000000000009 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 8 -8 10 -3 -7
right_child=1 3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.005524487511607736 -0.001036134692245036 -0.0027145946562637116 0.011718883495321799 0.0064605301015963944 -0.012068586678027675 -0.0071828139659114122 -0.013249804939086528 -0.0010589594307208224 0.0072606082310438446 0.0078262986032435495 0.0025396418857471553
leaf_weight=0.0013199025366154816 0.0010093932535221294 0.0011633181224634203 0.0013026099371329517 0.0011890885392313146 0.0011788735941706081 0.0011765955917893813 0.0010191214647692071 0.0016049646992377445 0.0016748208584662473 0.0013823013895765889 0.0011194167178555058
leaf_count=425 242 212 304 306 1235 380 178 139 280 148 61
internal_value=0 0.000483597 0.00615019 -0.000654795 -0.00147468 -0.00294299 -0.00131175 -0.00579354 0.00165 0.00300923 -0.00244265
internal_weight=0 0.0138205 0.002312 0.0115085 0.0103194 0.00777379 0.00659492 0.00262409 0.00397083 0.00254562 0.00229601
internal_count=3910 3485 546 2939 2633 2273 1038 317 721 360 441
is_linear=0
shrinkage=0.0350099


Tree=3081
num_leaves=12
num_cat=0
split_feature=484 474 49 151 15 403 12 0 15 0 12
split_gain=3.48351e-05 3.96892e-05 5.81042e-05 8.68846e-05 8.56899e-05 0.000164987 8.25014e-05 0.000112193 0.00016467 0.000103627 5.93899e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081629999999999994 -0.044604999999999992 1.0000000180025095e-35 0.03138500000000001 -0.036459999999999992 -0.15291499999999997 -0.10469999999999999 0.048265000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 -8 -9 10 -10
right_child=1 -3 3 4 5 -7 7 8 9 -11 -12
leaf_value=-0.0061732488393710346 0.0054574363687058015 0.0067882876724132011 -0.0093109872074844443 -0.0067587880659932594 -0.012930214241253641 0.0044987393440005952 0.012551447979688324 -0.010409373186554487 0.015403239783538775 -0.0024657363168469129 0.0041697933213213608
leaf_weight=0.0010160963688456053 0.0018855050647050399 0.0010617451001625868 0.0013240701643651058 0.0010794269359263222 0.0014585704550923624 0.0011399624794485863 0.0012839657847757155 0.001118250266936027 0.0010154441446469779 0.0014684582021935698 0.0012213363201194326
leaf_count=612 254 318 322 296 972 244 67 216 77 143 389
internal_value=0 0.000407674 -0.000113649 -0.00105917 5.73826e-05 -0.00528423 0.00198873 0.00353476 0.0011346 0.0046186 0.00926951
internal_weight=0 0.0140567 0.012995 0.0111095 0.00978541 0.00259853 0.00718688 0.00610745 0.00482349 0.00370524 0.00223678
internal_count=3910 3298 2980 2726 2404 1216 1188 892 825 609 466
is_linear=0
shrinkage=0.0343234


Tree=3082
num_leaves=14
num_cat=0
split_feature=403 403 0 42 16 40 42 160 474 4 12 4 2
split_gain=0.000104169 0.000135098 0.000102142 0.000130448 0.000140624 0.000138541 0.000134484 0.000130021 0.000203582 0.000158552 0.000131967 0.00015319 8.40308e-05
threshold=0.09389500000000002 0.03138500000000001 0.15480500000000005 -1.0000000180025095e-35 0.24895000000000003 -0.0068699999999999985 0.091735000000000025 -1.0000000180025095e-35 0.084655000000000022 -0.054534999999999993 0.085185000000000025 0.0057500000000000008 0.10705000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -7 -9 11 -11 -13
right_child=-2 -3 -4 4 -6 6 -8 9 -10 10 -12 12 -14
leaf_value=-0.00055131605033581629 -0.00059112402018748108 0.00062497949365720258 0.00050676893668730237 0.00070441458009953101 -0.00054338539077161414 -0.00070288620669700544 -0.00063344628364216029 0.00076277416073895733 0.00037694938942290908 -0.00069666621793110554 0.0004948427261150251 0.00042904988307440958 -0.00024389334094085491
leaf_weight=0.0017025275432690735 0.0010196452445518636 0.001252399599301123 0.0012207181219579333 0.0011128548960943055 0.0014871876034234311 0.0015968493689468358 0.001054040150856062 0.0014560104602972688 0.0010138583184034697 0.001178136071170662 0.0017392664148311587 0.0014349132314455341 0.0012189904342147333
leaf_count=827 307 163 59 300 369 522 460 215 163 174 183 74 94
internal_value=0 2.85928e-05 -1.74694e-05 -6.01478e-05 2.76373e-06 7.15678e-05 5.69962e-06 7.55983e-05 -0.000283536 0.00020902 6.43012e-05 -0.000131111 0.000119954
internal_weight=0 0.0174678 0.0162154 0.0149946 0.0132921 0.0118049 0.0106921 0.00963802 0.00261071 0.00702732 0.00557131 0.00383204 0.0026539
internal_count=3910 3603 3440 3381 2554 2185 1885 1425 685 740 525 342 168
is_linear=0
shrinkage=0.00188464


Tree=3083
num_leaves=15
num_cat=0
split_feature=403 52 48 1 48 4 16 1 2 4 0 42 52 16
split_gain=0.000130696 0.00011483 9.34277e-05 0.00016214 0.000173189 0.000182978 0.000191532 0.000145734 0.000138024 0.000219501 0.000149632 0.000123294 0.000107204 0.000104142
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.083299999999999999 0.10113500000000002 0.12862000000000004 0.053925000000000008 -0.10808 0.092550000000000007 0.095195000000000016 0.0057500000000000008 -0.084304999999999977 0.08401500000000002 0.09716000000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 -5 -7 8 9 10 13 -12 -10 -4
right_child=1 2 3 4 -6 6 -8 -9 12 -11 11 -13 -14 -15
leaf_value=-0.00067369815735874759 -0.00060846664504897192 -0.0005051487888378623 0.00011080604649846158 0.0010989989610729978 -0.00033719659105466729 0.00065937130218841563 -0.00026094999714740199 -0.00066786425124347416 -0.00068424281621150252 0.00088565880241086377 -7.9308281853058342e-05 0.00079391719129159617 4.2022453378947576e-05 -0.00072042289826293568
leaf_weight=0.001048556544189414 0.001001435812824975 0.0010129053608129426 0.0010054298269650285 0.0013800910870550871 0.0011010462520715247 0.0019744323858417812 0.0014488479335372124 0.001238091057625749 0.001419987548131745 0.0013525372356439219 0.0012429414830992243 0.0011506787880282421 0.0015943777288256362 0.0012487715238613762
leaf_count=930 372 104 151 248 98 291 139 200 219 152 222 182 186 416
internal_value=0 2.42893e-05 6.11943e-05 9.66986e-05 0.000350459 0.000508086 0.00026986 -4.94376e-05 3.54977e-05 0.000204091 5.75156e-06 0.000340475 -0.000300102 -0.000349674
internal_weight=0 0.0181716 0.0171701 0.0161572 0.00590442 0.00480337 0.00342328 0.0102528 0.00901472 0.00600036 0.00464782 0.00239362 0.00301437 0.0022542
internal_count=3910 2980 2608 2504 776 678 430 1728 1528 1123 971 404 405 567
is_linear=0
shrinkage=0.00192234


Tree=3084
num_leaves=12
num_cat=0
split_feature=4 158 49 156 151 15 3 2 52 52 0
split_gain=3.6472e-05 5.30261e-05 5.45259e-05 5.81726e-05 6.73042e-05 8.37381e-05 9.10112e-05 7.33559e-05 7.07986e-05 6.93259e-05 4.76505e-05
threshold=0.28937500000000005 1.0000000180025095e-35 0.10061500000000002 0.084330000000000016 0.056555000000000001 -0.10312999999999999 -0.078884999999999997 0.106035 -0.07125999999999999 0.0053050000000000007 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 8 -8 -7 -10
right_child=-2 -3 -4 -5 -6 6 7 -9 10 -11 -12
leaf_value=-0.0082836568634275607 0.0046192767918345019 -0.0081861146418942925 0.0077963445973614695 -0.0085725002678425834 -0.0078663672760548916 -0.0087464545614713684 0.00067763809328898617 -0.0030577493885600017 0.015854189433371912 0.0020068118137876387 0.0064169505875918227
leaf_weight=0.0010310476007922642 0.0018136316128479256 0.0010597121641649386 0.0010035182481595425 0.0010486798537433862 0.0011558953507410799 0.0012592620990082458 0.0012865451675389272 0.0010356942415268092 0.0011982666087155813 0.0017645637770769317 0.001448520767191399
leaf_count=181 426 413 309 381 91 660 132 162 58 684 413
internal_value=0 -0.000673343 -2.24785e-05 -0.000721267 8.75339e-05 0.00110637 0.00231765 0.00523192 0.00741469 -0.00247135 0.0106894
internal_weight=0 0.0132917 0.012232 0.0112285 0.0101798 0.0090239 0.00799285 0.00496903 0.00393333 0.00302383 0.00264679
internal_count=3910 3484 3071 2762 2381 2290 2109 765 603 1344 471
is_linear=0
shrinkage=0.0350099


Tree=3085
num_leaves=15
num_cat=0
split_feature=403 52 48 376 48 1 47 47 151 49 4 13 2 3
split_gain=0.000137701 0.000115332 0.000103364 0.000148074 0.000141202 0.00022713 0.000145241 0.000140462 0.000102456 9.32289e-05 0.000127089 0.000102789 9.47422e-05 7.25844e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 -0.084204999999999988 0.048375000000000008 0.12738500000000003 0.10752500000000002 0.084155000000000021 0.09252500000000001 -0.076429999999999984 -0.065249999999999989 -0.08422499999999998 -0.016579999999999998 0.087995000000000004 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 8 -4 -10 13 -12 -13 -11
right_child=1 2 3 -5 -6 6 -8 -9 9 10 11 12 -14 -15
leaf_value=-0.00062373650130665022 -0.00044975497405719869 -0.00047669082108553007 0.000485512101665958 0.00069568859954689778 -0.00058222177079261046 0.00081064541994957406 5.5802123293634686e-05 -0.00064714819545208231 -0.0004781176715570777 2.5138836485288919e-05 -9.8513131914723906e-05 0.00013740337150827995 0.00084262126564226892 -0.00060830848821934072
leaf_weight=0.0010841860545623859 0.0014665401980690383 0.001025169884186934 0.0013884537099968985 0.0012346789488518065 0.0010196127248518474 0.0019856531022871774 0.0013509200946240493 0.0010412576629892653 0.0012708902971578237 0.0011553605307931571 0.0017081525544207247 0.0012703311045248848 0.0011400488462160671 0.0011271194239021081
leaf_count=930 394 96 240 182 90 361 91 144 119 98 689 116 169 191
internal_value=0 2.77725e-05 6.96632e-05 0.000105356 5.49421e-05 0.000103286 0.000505023 -2.94074e-05 4.15862e-05 -3.87551e-05 4.84782e-05 0.000234769 0.000470954 -0.000287666
internal_weight=0 0.0181842 0.0167176 0.0156925 0.0144578 0.0134382 0.00333657 0.0101016 0.00906036 0.0076719 0.00640101 0.00411853 0.00241038 0.00228248
internal_count=3910 2980 2586 2490 2308 2218 452 1766 1622 1382 1263 974 285 289
is_linear=0
shrinkage=0.00177594


Tree=3086
num_leaves=15
num_cat=0
split_feature=403 48 403 403 160 1 13 13 52 51 48 12 4 4
split_gain=0.000123369 0.000101567 9.77078e-05 0.000130504 0.00012625 0.000228197 9.63323e-05 0.000253609 0.00023283 8.82106e-05 9.34043e-05 9.86747e-05 0.00014392 6.73382e-06
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 0.091035000000000019 -0.16277999999999995 -0.083514999999999992 0.10433000000000002 -0.22738499999999998 0.095285000000000009 0.085945000000000008 -0.0017649999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 13 -8 9 -9 11 12 -11 -6
right_child=1 2 -4 -5 6 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0006720380364770369 -0.00058111533590283603 -0.0010047719010240349 -0.00051421549557297669 0.00069900334229956436 -0.00014012675595536633 0.00012340045766124044 0.00090899013588954228 0.00044409274202066728 0.00086135312836726726 0.0004863852663839566 0.00030460180928874419 -0.00070469525254421978 -0.00042550459447026582 -0.00036536024561828847
leaf_weight=0.0010404546639342085 0.0010111546775277659 0.001139930941865837 0.0010719075039343278 0.0012749982742363266 0.0010359715182551854 0.0017437877354838684 0.0016837055087341015 0.001070192351970185 0.0012135204160809154 0.0010552745119950056 0.0012429605463024386 0.0015375785574124716 0.0018012024532593415 0.0010058146685880407
leaf_count=930 106 604 307 155 57 304 297 127 101 143 114 400 171 94
internal_value=0 2.25034e-05 5.86684e-05 9.7522e-05 4.47422e-05 -0.000322565 0.000135691 0.000217914 7.10122e-05 -7.19825e-05 -0.00016996 -0.000304201 -8.86231e-05 -0.00025108
internal_weight=0 0.017888 0.0168768 0.0158049 0.0145299 0.00288372 0.0116462 0.00960443 0.00792073 0.00670721 0.00563702 0.00439406 0.00285648 0.00204179
internal_count=3910 2980 2874 2567 2412 908 1504 1353 1056 955 828 714 314 151
is_linear=0
shrinkage=0.00196078


Tree=3087
num_leaves=15
num_cat=0
split_feature=453 4 158 15 15 13 12 52 16 0 51 4 12 1
split_gain=0.000128448 0.000161956 0.000128773 0.000120504 0.000141064 0.000103014 0.000127364 0.000120978 0.00014227 0.00015234 0.000216109 0.000134967 6.5036e-05 2.4981e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.08413000000000001 -0.11739999999999999 -0.10071499999999999 -0.45122499999999993 0.10129000000000001 -0.27466499999999994 -0.0049699999999999996 -0.084304999999999977 0.013805000000000001 -0.16401499999999997 0.088375000000000023 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 10 -9 -10 -11 -13
right_child=-2 -3 -4 4 5 6 -8 8 11 12 -12 13 -14 -15
leaf_value=-0.00065047901522703375 -0.00069679284447133878 0.00055446953147914588 -0.00072040036214267539 0.00069766110707732761 0.00057204286013762924 -0.00058551371729582025 -0.00067592728487524123 -0.00079072141444879091 -7.87036880635892e-05 0.00057953037997577023 0.00013339191983792939 0.0005005797847633819 -5.738687714350885e-05 0.00092984082908389803
leaf_weight=0.0010185158270984681 0.0010131079722288097 0.0019513874655592419 0.0010123757559685797 0.0011778473995425762 0.0010734031977044393 0.0011946847968312005 0.001172614494095143 0.0019979305701955091 0.0013921071994707906 0.0013167077294144224 0.0018964385097959297 0.001070290375221823 0.0011588683465168226 0.0010160243196992713
leaf_count=217 99 404 360 74 40 325 361 630 139 287 166 205 470 133
internal_value=0 2.02981e-05 -4.28845e-05 1.40877e-06 4.73037e-05 -1.03393e-05 -6.15138e-05 3.72811e-06 7.52078e-05 -9.89441e-05 -0.000340707 0.000394128 0.000281376 0.000709628
internal_weight=0 0.0184492 0.0164978 0.0154854 0.0144669 0.0132891 0.0122157 0.0110431 0.00984837 0.00636995 0.00389437 0.00347842 0.00247558 0.00208631
internal_count=3910 3811 3407 3047 2830 2756 2716 2355 2030 1553 796 477 757 338
is_linear=0
shrinkage=0.00196078


Tree=3088
num_leaves=11
num_cat=0
split_feature=151 15 484 0 2 0 0 42 3 4
split_gain=3.7687e-05 5.2029e-05 4.46704e-05 6.74333e-05 0.000132078 0.000117066 7.9041e-05 9.21701e-05 0.00011986 6.25416e-05
threshold=0.079335000000000017 0.091915000000000011 0.084225000000000008 -0.14733499999999997 0.10946500000000002 0.055865000000000005 -0.06402999999999999 0.086325000000000013 -0.023079999999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 8 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0096525932399596937 0.0054848672225389656 -0.0067089505098519107 0.0049670769659049463 0.0059830737740334096 0.0092373441824157472 -0.0096686801419916934 0.0064803963321994626 -0.0079316684869470758 -0.0062970120261569311 -0.0009556164103384523
leaf_weight=0.0011988122126768326 0.001028712102206268 0.0010905593852352869 0.0014832727872461449 0.0019742365292718667 0.0013972550546709761 0.0011221323315313827 0.0016221709132482965 0.0012947523119058264 0.0011079131051065913 0.0019217073656666703
leaf_count=115 157 609 403 965 407 141 184 622 137 170
internal_value=0 -0.000437734 8.34522e-05 -0.000538917 0.000837665 -0.000810441 0.000846502 -0.00124154 0.00156886 -0.00429674
internal_weight=0 0.0142128 0.0131223 0.011639 0.00851846 0.00712121 0.00599907 0.0043769 0.00308215 0.00312052
internal_count=3910 3753 3144 2741 2456 2049 1908 1724 1102 285
is_linear=0
shrinkage=0.0298806


Tree=3089
num_leaves=12
num_cat=0
split_feature=42 15 51 47 1 0 48 12 151 2 16
split_gain=3.95432e-05 6.71326e-05 6.28744e-05 4.94816e-05 7.88188e-05 0.000139884 7.70701e-05 6.34686e-05 0.000127637 0.000117651 7.045e-05
threshold=-1.0000000180025095e-35 -0.017214999999999998 -0.07742499999999998 0.087850000000000025 0.10031000000000002 -0.14136999999999997 0.096390000000000017 0.088285000000000016 -0.0074049999999999993 0.095195000000000016 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 -6 -5 8 -4 -9 -10
right_child=2 -3 3 6 5 -7 -8 9 10 -11 -12
leaf_value=-0.014580419696899201 -0.0072807253729107613 0.00083017360696952338 0.0096601516688072896 -0.012149260426262286 0.00044269674750209507 0.022119235532499122 0.0053107817101369784 0.017899217886122622 -0.00039225546504804547 -0.0016688484808514792 -0.016329134626569042
leaf_weight=0.0010069481315737494 0.0016956323109706293 0.0015045549331141662 0.0011398176706395586 0.0011522853889771002 0.0013473824681561309 0.0012020829895224602 0.0010144383591021717 0.0011097398111733115 0.0010800410399950198 0.0016024675612040526 0.0013096999229050624
leaf_count=421 521 639 178 132 154 424 178 417 160 239 447
internal_value=0 -0.00534846 0.000997215 0.00227814 0.00381923 0.0106633 -0.00397464 0.00102376 -0.00305962 0.00633772 -0.00912648
internal_weight=0 0.0025115 0.0126536 0.010958 0.00879123 0.00254947 0.00216672 0.00624177 0.00352956 0.00271221 0.00238974
internal_count=3910 1060 2850 2329 2019 578 310 1441 785 656 607
is_linear=0
shrinkage=0.0461948


Tree=3090
num_leaves=12
num_cat=0
split_feature=484 48 4 12 3 150 12 3 43 43 16
split_gain=3.65593e-05 3.80362e-05 8.66901e-05 5.31498e-05 8.40562e-05 0.000119163 9.1638e-05 7.95243e-05 0.000133001 7.87825e-05 5.10324e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.090965000000000004 0.094045000000000004 -0.084129999999999996 -0.07526999999999999 -0.016244999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -5 -10
right_child=1 -3 -4 4 -6 -7 -8 8 10 -11 -12
leaf_value=-0.0064676059166702774 -0.0066460319717128796 -0.0060487012953967228 0.0097473785611491871 -0.0092084309733831624 0.0081314923862415636 -0.011758535009023111 -0.006172905825028675 0.015941783021124901 -0.0025282890588820806 0.0042773382690338146 0.0068802189725830918
leaf_weight=0.00101062135281092 0.0013065027070074701 0.0010305692058437789 0.0012390568087369122 0.0010678500620715271 0.0016365195959269505 0.0010204183560393607 0.0017222227750996327 0.0011477044952374477 0.0015284506828656434 0.0010560467123005108 0.0013141827722410744
leaf_count=612 261 137 368 375 117 173 673 246 418 334 196
internal_value=0 0.00042619 0.000937951 1.29107e-05 0.000841997 -0.000504912 0.00096047 0.00296976 0.0058827 -0.00250302 0.00182137
internal_weight=0 0.0140695 0.013039 0.0117999 0.0104934 0.00885688 0.00783646 0.00611423 0.00399034 0.0021239 0.00284263
internal_count=3910 3298 3161 2793 2532 2415 2242 1569 860 709 614
is_linear=0
shrinkage=0.0350099


Tree=3091
num_leaves=18
num_cat=0
split_feature=147 0 12 52 16 160 151 49 1 3 15 51 42 0 0 16 0
split_gain=0.000255492 0.000265618 0.000376888 0.000171601 0.000226872 0.000284672 0.000203603 0.000178416 0.000143973 0.000296159 0.0002 0.000166065 0.000193142 0.000138318 0.000215291 7.49933e-05 5.69718e-05
threshold=0.088410000000000016 0.18055000000000002 0.11655500000000001 0.28122000000000008 0.26538000000000006 -0.088224999999999984 -0.0088999999999999982 -0.080034999999999981 0.10752500000000002 0.11476000000000001 -0.10312999999999999 0.083165000000000017 0.084100000000000022 -0.10071499999999999 -0.07773999999999999 0.51388000000000011 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 10 -10 -8 12 13 -12 -15 -6 -9
right_child=-2 -3 -4 -5 15 6 8 16 9 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.0009135017432332042 0.00088329710145557995 0.00082075689514364244 -0.0011790820257784535 -0.00074206297844741807 -0.00090609486989612061 0.00020335106936772285 -0.00071398645429202208 -0.0004191712480680743 0.0011045105072033496 -6.9912388212896214e-05 0.00084624922131443681 -0.00055016734657811154 -0.00024841884077019075 -0.00038960896349929131 0.00064773706248107154 -0.00023018901808873396 -0.0010293104499145026
leaf_weight=0.0012296724130201339 0.0010043283502403346 0.0010848509347284102 0.0010076996687136816 0.0010828574220945559 0.0010202710517891655 0.0010257476411447627 0.001120674207002419 0.0010012131051162498 0.0013048695570713619 0.0015315986544835723 0.0016548928070174705 0.0010758091668191952 0.0019785144818470109 0.0011981601164604166 0.0014522053394416898 0.0011410908957764088 0.0010075298882412211
leaf_count=336 174 39 170 333 232 119 184 47 200 125 78 176 591 509 157 192 248
internal_value=0 -5.20305e-05 -9.97719e-05 -4.19969e-05 7.30062e-07 7.70227e-05 5.34965e-06 -0.000411322 0.000117077 0.000470361 -1.08918e-06 0.000107467 0.000220056 0.000435348 0.00017878 -0.00054925 -0.0007252
internal_weight=0 0.0209177 0.0198328 0.0188251 0.0177422 0.0155809 0.0143512 0.00303449 0.0113167 0.00283647 0.00848026 0.00735958 0.00628377 0.00430526 0.00265037 0.00216136 0.00200874
internal_count=3910 3736 3697 3527 3194 2770 2434 414 2020 325 1695 1511 1335 744 666 424 295
is_linear=0
shrinkage=0.00181146


Tree=3092
num_leaves=12
num_cat=0
split_feature=11 3 47 1 13 4 2 43 0 13 13
split_gain=3.78169e-05 5.43471e-05 6.14723e-05 6.74056e-05 0.000139802 0.000118249 6.47671e-05 0.000128187 5.97201e-05 5.31816e-05 9.02768e-08
threshold=0.080455000000000013 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.0010249999999999997 0.0057500000000000008 0.087005000000000013 0.013605000000000001 -0.10462499999999998 -0.075169999999999987 0.10741000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 -5 -6 -3 9 -4 -8 -1
right_child=-2 2 8 4 5 -7 7 -9 -10 -11 -12
leaf_value=0.0066414333380035995 -0.0070727928160297755 0.0048712679822136614 -0.012716002315881145 0.014234517101462452 -0.010689519827053974 0.0057621424768546509 -0.016136058222095639 0.0057080331261316619 -0.001188827816712342 -0.0044090803053004474 0.0061229413624470401
leaf_weight=0.0010043649833066598 0.0010615256845081982 0.0014363038380276957 0.0010571044591033835 0.0014768995038656205 0.0010529610599315786 0.00171756466175508 0.0011274321719111154 0.0011406903751014236 0.0018410084983228716 0.0011851830031851178 0.0010025832439886223
leaf_count=149 241 681 97 691 176 135 466 273 341 526 134
internal_value=0 0.000493687 -0.000488302 0.00106752 0.00462966 -0.000490447 -0.00202678 -0.00489583 -0.00539344 -0.0101261 0.00638242
internal_weight=0 0.0140421 0.0120351 0.00913703 0.00424743 0.00277053 0.00488961 0.00345331 0.00289811 0.00231262 0.00200695
internal_count=3910 3669 3386 2948 1002 311 1946 1265 438 992 283
is_linear=0
shrinkage=0.0386538


Tree=3093
num_leaves=12
num_cat=0
split_feature=159 42 3 16 1 1 1 2 42 16 0
split_gain=3.43236e-05 5.25758e-05 6.1215e-05 8.0327e-05 0.000112796 0.000170603 6.14406e-05 5.8257e-05 4.88694e-05 4.66577e-05 2.02109e-05
threshold=-0.034019999999999988 -1.0000000180025095e-35 -0.11266 -0.30307999999999996 0.094385000000000011 0.11183500000000002 0.089175000000000018 0.095040000000000013 -0.09547499999999999 -0.088144999999999987 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 10 -4 6 -6 7 9 -2 -5 -3
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0064446879517688427 0.00030768027854637581 0.003943273411774053 -0.0077845872726434347 0.0098597213401935922 0.021482879722544208 0.00080141175538635788 -0.0099936969114752493 -0.0062020588780090048 -0.011356217258545255 -0.00093186844552587431 0.011925474197286276
leaf_weight=0.001240254177233645 0.0012905155407881685 0.0010203129925150933 0.0016439329020809367 0.001245170219344522 0.0010302444584428699 0.0017254112333385211 0.0011002778042471604 0.0012936461655634231 0.0010565749275895748 0.0013509081210696426 0.001031787514570154
leaf_count=520 280 146 322 191 224 268 195 232 697 668 167
internal_value=0 0.000539815 0.00166453 0.000289373 0.00200298 0.0085335 -0.0016034 0.00076995 -0.00494298 0.00424416 0.00795669
internal_weight=0 0.0137888 0.0114417 0.00938959 0.00774566 0.00275566 0.00499 0.00388972 0.00234709 0.00259608 0.0020521
internal_count=3910 3390 2413 2100 1778 492 1286 1091 977 859 313
is_linear=0
shrinkage=0.0402154


Tree=3094
num_leaves=14
num_cat=0
split_feature=47 123 50 12 1 12 43 4 42 16 151 2 2
split_gain=0.000113733 0.000133201 0.000136905 0.000130032 0.000116306 9.33092e-05 0.000127802 0.000150524 0.00011412 0.000134137 0.000112863 0.00016836 5.8468e-05
threshold=0.13177500000000003 1.0000000180025095e-35 0.088425000000000017 -0.0089849999999999982 0.11561500000000001 0.10129000000000001 -0.15648499999999999 -0.23071499999999998 0.085545000000000024 -0.008069999999999999 -0.0088999999999999982 0.092175000000000021 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 10 -9 12 -12
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.00063392011502502287 -0.00058520927955859074 0.00061444665685249247 -0.00063408183922312566 0.00069806268827729556 0.00053787224397635139 -0.00049624607702192702 -0.00065024943951856216 -0.00035735241381682121 -0.00033327337634009638 0.00072192727878347962 0.00020902927349561218 0.00080022250058543385 -0.00037189449882984695
leaf_weight=0.0010279717248408314 0.0012156375037501435 0.0013020569231385814 0.0012565453382438639 0.0010622207823598956 0.0017514549555778898 0.0012195255243632819 0.0011732529864484252 0.0016681000597047026 0.0019190895109360223 0.0014263402981500688 0.0014733888494385741 0.0013155490519808234 0.0011322222710226041
leaf_count=205 84 321 632 100 230 303 180 170 807 243 260 125 250
internal_value=0 2.26077e-05 -2.43072e-05 2.6204e-05 7.41908e-05 8.64299e-06 6.37653e-05 -2.89159e-06 8.21158e-05 0.000195744 6.14655e-05 0.000239635 -4.34009e-05
internal_weight=0 0.0177277 0.0164257 0.0151691 0.0141411 0.0123897 0.0111702 0.0101079 0.00893469 0.0070156 0.00558926 0.00392116 0.00260561
internal_count=3910 3826 3505 2873 2668 2438 2135 2035 1855 1048 805 635 510
is_linear=0
shrinkage=0.00192234


Tree=3095
num_leaves=15
num_cat=0
split_feature=47 123 50 1 13 484 160 457 16 3 2 12 52 4
split_gain=0.000122756 0.000141351 0.000151393 0.000153311 0.00010084 9.80869e-05 9.12315e-05 0.000120211 8.94761e-05 0.000123659 0.000173641 0.000165569 9.21867e-05 7.85165e-05
threshold=0.13177500000000003 1.0000000180025095e-35 0.088425000000000017 0.12485500000000001 0.17936000000000002 0.084225000000000008 0.099550000000000013 0.082870000000000013 0.032820000000000009 0.090325000000000003 0.087995000000000004 0.088965000000000002 0.091210000000000013 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 13 -12 -10 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 12 -11 11 -13 -14 -15
leaf_value=0.00024825599825380022 -0.00058930469016507789 0.00062341437279247731 -0.00062906223720226207 0.00066435954598866975 -0.0005625648548219529 0.00045869243437673138 -0.00050647868756772312 0.00051389283361279777 -0.00076506879466221097 -0.00049899029772053132 0.00093716079835963115 -3.7051557052488929e-05 -2.6524216748902243e-06 -0.00039932129360352133
leaf_weight=0.0010764239067571132 0.0012396321347582775 0.0012962502050980337 0.0013446903163348697 0.0012451816448197884 0.0011410314702353262 0.0016011543064258756 0.0013143535317836014 0.0015002664041469547 0.0011365809328554612 0.0011991343884365513 0.0014736591929728551 0.0010691885105420934 0.0011168084676152108 0.0017400248431148821
leaf_count=416 84 321 632 199 134 326 202 117 390 70 171 398 94 356
internal_value=0 2.35682e-05 -2.2282e-05 2.9975e-05 -2.50006e-05 2.13705e-05 -3.8856e-05 2.07461e-05 -6.32152e-05 4.81036e-05 0.000170515 0.000527535 -0.000387206 -0.000151822
internal_weight=0 0.0182547 0.0169585 0.0156138 0.0143686 0.0132276 0.0116264 0.0103121 0.00881182 0.00655843 0.0053593 0.00254285 0.00225339 0.00281645
internal_count=3910 3826 3505 2873 2674 2540 2214 2012 1895 1411 1341 569 484 772
is_linear=0
shrinkage=0.00188464


Tree=3096
num_leaves=11
num_cat=0
split_feature=124 48 2 51 457 484 52 52 16 15
split_gain=3.7667e-05 6.8734e-05 0.000112603 6.22574e-05 8.6062e-05 8.44098e-05 0.000110017 9.26027e-05 8.99781e-05 9.02363e-05
threshold=-0.048219999999999992 0.11930500000000001 0.11542500000000001 0.08955500000000001 0.082870000000000013 0.084225000000000008 -1.0000000180025095e-35 0.090300000000000005 -0.078844999999999985 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0062906633573862085 -0.010264199636174101 -0.0095788729608440662 0.01000911671660838 -0.0094607822234278136 0.0082184722076744723 0.0082321650335161894 0.0010974625683656417 -0.0067431045311434519 -0.0062071180280921512 0.014101282507685291
leaf_weight=0.0011525806425167562 0.0019496792580973874 0.0010378476497061055 0.0013769808032642961 0.0010514507061106905 0.0014069644235347291 0.001052999147109642 0.0018491461452024285 0.0019970019933816209 0.0010750773818817031 0.0011472151957772347
leaf_count=319 711 142 390 321 188 287 574 542 288 148
internal_value=0 -0.000560763 0.000164408 -0.00101135 -0.000163473 -0.00146354 -0.00273686 -0.000318459 0.00283277 0.00607623
internal_weight=0 0.0139444 0.0129065 0.0115295 0.0104781 0.00907112 0.00801812 0.00606844 0.00407144 0.00299636
internal_count=3910 3591 3449 3059 2738 2550 2263 1552 1010 722
is_linear=0
shrinkage=0.0364243


Tree=3097
num_leaves=12
num_cat=0
split_feature=11 48 0 403 16 16 13 51 52 3 0
split_gain=3.31434e-05 4.30096e-05 0.000134707 5.29945e-05 8.64245e-05 7.90299e-05 6.06599e-05 9.0944e-05 7.19377e-05 6.06199e-05 5.31832e-05
threshold=0.079700000000000007 0.091555000000000011 -0.18901999999999997 0.088015000000000024 -0.41862999999999995 -0.23935499999999996 -0.037444999999999992 0.081825000000000009 0.078330000000000025 -0.077894999999999978 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 9 8 10 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.010092214378315527 -0.0067531419226251046 -0.0061328781077962186 0.013028547356405939 -0.0090249264208552976 0.0115179980046394 -0.012705586459234341 0.0080158450504946039 -0.0072849154497272063 0.015161603533931521 -0.00012859305819432439 -0.0032577944471869828
leaf_weight=0.0011772270153871415 0.0011426211426147246 0.0010338111768932734 0.0015323948262600329 0.0011241509048616006 0.0012018284957983081 0.0010000230490310516 0.0014480624739848028 0.0011326402377960492 0.0010389585254609486 0.0018154857966269169 0.0013704514997679154
leaf_count=306 254 62 378 317 93 954 107 154 349 494 442
internal_value=0 0.000515 0.00530925 -0.000572915 0.000359989 0.00172604 0.000218374 0.00293458 0.00593525 -0.00459574 0.00253424
internal_weight=0 0.013875 0.00256621 0.0113088 0.0101847 0.00900745 0.00780562 0.00499011 0.00385747 0.00281551 0.00281851
internal_count=3910 3656 440 3216 2899 2593 2500 1052 898 1448 549
is_linear=0
shrinkage=0.0410197


Tree=3098
num_leaves=15
num_cat=0
split_feature=4 43 376 48 2 43 48 16 48 2 2 52 43 16
split_gain=9.99495e-05 0.000205368 0.000263929 0.000181016 0.000161714 0.000147961 0.000147554 0.000101189 0.000100248 9.36661e-05 0.000180674 8.01282e-05 7.18738e-05 0.000128381
threshold=-0.51381999999999983 -0.27619499999999997 1.0000000180025095e-35 0.12738500000000003 0.099015000000000006 0.088185000000000013 0.091555000000000011 0.057390000000000004 0.087945000000000009 0.10796500000000002 0.11462500000000002 0.086950000000000013 -0.0037249999999999996 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 9 8 11 -6 -11 12 -3 -14
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.00060054082160997037 -0.00079790074446706356 -2.1271995101739359e-05 0.0010141436490989058 -0.0007530390393599046 0.00065212445315206786 -0.00073964478343827337 0.0009531539523601856 -0.00046626067745258093 -0.00041504918948123757 -0.00065059002640313905 0.00036622256907843702 -0.0002743389892794181 0.00088645701864490463 0.00011697385078961869
leaf_weight=0.0010106767769473687 0.001063686761103389 0.0016358410909851967 0.0010335051657713824 0.0010673826781369142 0.0010598492274558162 0.001106491631889161 0.0011486603081909737 0.0013912533700818127 0.0011638930981914108 0.0010427685031439097 0.0016961622848466413 0.001069428112087511 0.0014929567968798426 0.0017293513395967826
leaf_count=80 173 830 181 108 232 237 136 321 180 164 377 551 142 198
internal_value=0 2.10022e-05 7.3357e-05 1.10457e-05 6.71502e-05 -7.84864e-05 0.000349426 7.75551e-06 0.000100751 0.000166872 -2.08994e-05 0.00020203 0.000306893 0.00047349
internal_weight=0 0.0177012 0.0166375 0.015604 0.0145367 0.00958922 0.00494744 0.00848272 0.00709147 0.00379878 0.00273893 0.00592758 0.00485815 0.00322231
internal_count=3910 3830 3657 3476 3368 2459 909 2222 1901 773 541 1721 1170 340
is_linear=0
shrinkage=0.00192234


Tree=3099
num_leaves=15
num_cat=0
split_feature=403 48 403 11 47 42 43 16 133 0 1 0 12 1
split_gain=0.000142156 0.000104242 0.000102919 0.000120971 0.000127337 0.000230688 0.000126957 0.000210912 0.000182613 0.000105127 9.38314e-05 0.000128932 8.74516e-05 0.000157169
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 0.08184000000000001 0.13177500000000003 0.098285000000000011 -0.16369999999999998 0.15737500000000001 0.083815000000000014 -0.024394999999999997 0.094695000000000015 -0.14808999999999997 0.080120000000000011 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 10 -9 12 -12 13 -8
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 11 -13 -14 -15
leaf_value=-0.00072720793800270459 -0.00057918205949825758 0.00070702893802938567 -0.00052169043194319887 -0.0005016604665722187 -0.00047816965373034381 0.0010549716545123536 0.00058817416744584463 -5.8009877968008434e-05 0.00074428840847114597 -0.00094798314722028458 -3.1547623767537345e-05 0.00075785987397115917 -0.0006068852986043983 -0.00034509667383594481
leaf_weight=0.0010037159555688372 0.0010155849632283989 0.001314715920290835 0.0010679886096016103 0.0011632118915541187 0.0011272660137820753 0.0011324118269493118 0.0011671187048052341 0.0010116970367480271 0.0018290940970672282 0.0010296365523443417 0.0019050027434017601 0.0013657478779375352 0.0011469390619568039 0.0017105552158653836
leaf_count=930 106 95 307 208 61 263 100 263 567 85 114 299 436 76
internal_value=0 3.10186e-05 6.75336e-05 0.000107103 0.000155143 0.000207587 0.0001307 6.28398e-05 0.000190304 -0.000506907 5.14092e-05 0.000298081 -0.000149057 3.34166e-05
internal_weight=0 0.017987 0.0169714 0.0159034 0.0147402 0.0136129 0.0124805 0.0111658 0.00912446 0.00204133 0.00729536 0.00327075 0.00402461 0.00287767
internal_count=3910 2980 2874 2567 2359 2298 2035 1940 1592 348 1025 413 612 176
is_linear=0
shrinkage=0.00196078


Tree=3100
num_leaves=15
num_cat=0
split_feature=403 52 158 39 48 50 2 49 1 4 3 0 2 13
split_gain=9.51082e-05 8.12032e-05 9.68511e-05 0.000104321 0.000124296 0.000162651 0.000161113 8.80732e-05 0.00010529 0.00013275 0.000110149 0.000105955 9.64453e-05 6.14212e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 0.085745000000000002 0.005105000000000001 0.11930500000000001 0.088560000000000014 0.11542500000000001 -0.085974999999999982 0.09112000000000002 0.0057500000000000008 -0.083144999999999983 -0.10943499999999999 0.090815000000000021 0.0024700000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 13 -10 -12 -9
right_child=1 2 -4 -5 -6 -7 -8 8 11 -11 12 -13 -14 -15
leaf_value=-0.00058344737644863763 -0.00040494273027084796 -0.00039647741844707674 -0.0004893043265523008 0.00055900896662552891 -0.00058020245627548228 -0.00062059921688294086 0.00090498259489638392 0.000733564823582127 -0.00050255939672864546 0.00088167186865193358 -0.00049917140614805569 0.00021200104767393695 0.00028587626830772349 0.00013074455671539464
leaf_weight=0.0010053955850980239 0.0014903498335162154 0.0011786016837231515 0.0010901363030859012 0.0016575306429532045 0.0010715538617592215 0.0010519631130754764 0.0010034223129954485 0.0013143474338207662 0.0014609046450655416 0.0012006004050016672 0.0012431155360881369 0.0016140614304871112 0.0010813209689018999 0.0011902061516078088
leaf_count=930 394 123 322 335 85 407 176 288 84 127 223 178 141 97
internal_value=0 2.44094e-05 6.40117e-05 0.000104044 4.78088e-05 0.000102349 0.000169731 9.79861e-05 0.000161995 0.000309624 0.000167399 -0.000127484 -0.00013397 0.000447094
internal_weight=0 0.0176481 0.0161578 0.0150676 0.0134101 0.0123385 0.0112866 0.0102832 0.00910456 0.00602959 0.00482899 0.00307497 0.00232444 0.00250455
internal_count=3910 2980 2586 2264 1929 1844 1437 1261 1138 876 749 262 364 385
is_linear=0
shrinkage=0.00192234


Tree=3101
num_leaves=12
num_cat=0
split_feature=159 42 3 48 2 52 42 4 15 42 0
split_gain=3.19209e-05 4.94576e-05 5.3651e-05 7.53446e-05 7.6362e-05 0.000101048 0.000100199 7.42832e-05 5.77068e-05 4.27761e-05 1.5049e-05
threshold=-0.034019999999999988 -1.0000000180025095e-35 -0.11266 0.095825000000000007 0.106035 -0.089799999999999977 0.086325000000000013 -0.017449999999999997 -0.10071499999999999 -0.09547499999999999 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 10 4 5 -4 7 -7 -9 -2 -3
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0069828779981765095 8.5282371729128152e-05 0.0045556052105613747 -0.011680545677940938 0.0091212602586798561 -0.009578186622047298 0.017181800954385516 -0.0067923140602832322 0.010762626216253984 -0.0033251663515436384 -0.01215725819884439 0.012295697241232246
leaf_weight=0.0012485209127775085 0.0013106270209910812 0.0010308197580783836 0.0010619593065270697 0.0016597920511475864 0.0018370820478060164 0.0011503667925195221 0.0013457916846591859 0.0011085685192802762 0.001290818816457861 0.0010578952817066802 0.0010300979564531023
leaf_count=520 280 146 345 277 374 141 643 72 248 697 167
internal_value=0 0.000577285 0.00180319 0.000359883 -0.00150578 0.000983464 0.00373059 0.00772005 0.0031837 -0.00538282 0.0084243
internal_weight=0 0.0138838 0.0115153 0.00945438 0.00779459 0.00595751 0.00489555 0.00354975 0.00239939 0.00236852 0.00206092
internal_count=3910 3390 2413 2100 1823 1449 1104 461 320 977 313
is_linear=0
shrinkage=0.045289


Tree=3102
num_leaves=11
num_cat=0
split_feature=124 48 2 4 4 16 43 48 42 1
split_gain=3.35567e-05 6.81032e-05 9.8214e-05 5.51222e-05 0.000116691 5.94619e-05 8.52508e-05 5.6618e-05 7.06238e-05 6.57834e-05
threshold=-0.048219999999999992 0.11930500000000001 0.11542500000000001 0.15927500000000003 0.26048500000000002 -0.094359999999999986 -0.093039999999999984 0.086065000000000016 0.084100000000000022 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0060693158645749304 -0.0082642369301305606 -0.0096868484892475432 0.0095911733164295507 0.012999649187057243 -0.0033369690595763989 -0.0081290975137149404 0.0078274703606441166 0.0091098604575498912 -0.0082699390529364977 -0.0025949693086372806
leaf_weight=0.001148697357800839 0.0018165724480628531 0.0010391544230166855 0.0013734131420116502 0.0011005105612522229 0.0013364280974720783 0.0016642060695127277 0.0015936511578082835 0.0010756813096909554 0.0011615742676307399 0.0017580574770832691
leaf_count=319 377 142 390 65 202 386 467 216 961 385
internal_value=0 -0.000537574 0.000200581 -0.00092026 0.00404057 -0.00225318 -0.000747698 0.00145023 -0.000375336 0.00236063
internal_weight=0 0.0139192 0.0128801 0.0115067 0.00243694 0.00906974 0.00725317 0.00558896 0.00451328 0.00335171
internal_count=3910 3591 3449 3059 267 2792 2415 2029 1813 852
is_linear=0
shrinkage=0.0371528


Tree=3103
num_leaves=12
num_cat=0
split_feature=11 124 13 52 13 1 13 2 15 16 1
split_gain=2.89545e-05 3.7204e-05 5.49986e-05 6.60927e-05 8.907e-05 0.000131582 0.000125171 8.29768e-05 7.32199e-05 6.1329e-05 5.91373e-05
threshold=0.079700000000000007 -0.048219999999999992 -0.094679999999999986 0.10599500000000002 0.17936000000000002 0.11183500000000002 -0.032264999999999995 0.097940000000000013 0.084955000000000017 -0.057604999999999996 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 6 -4 8 9 -8 -3
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0086694497282375355 -0.0070963131694336623 0.00028762337851344588 -0.012590106870001035 0.0063510470723875129 -0.016105636567179022 -0.015070495710117659 -0.0094141541757570332 0.015958649545222522 0.012015849041067296 0.004244789755276028 0.014451870628201491
leaf_weight=0.0011069531236397234 0.0011453851639510815 0.0016284083676796918 0.001133181748193204 0.0017845814265355026 0.0010380187439989648 0.0012822559679591663 0.0013931853597716256 0.0010497870980854113 0.0010009823919639588 0.0014128912829872832 0.0010249158481295236
leaf_count=313 254 163 1074 563 140 205 271 224 281 199 223
internal_value=0 0.000545969 -0.000159409 -0.00171498 -0.0034471 -0.00164027 0.00123467 0.00446022 0.00128956 -0.00253672 0.00575893
internal_weight=0 0.0138552 0.0127482 0.0100949 0.0083103 0.00727228 0.00599003 0.00485685 0.00380706 0.00280608 0.00265332
internal_count=3910 3656 3343 2957 2394 2254 2049 975 751 470 386
is_linear=0
shrinkage=0.0461948


Tree=3104
num_leaves=11
num_cat=0
split_feature=52 123 12 12 16 16 52 4 1 4
split_gain=3.03541e-05 5.91861e-05 4.25574e-05 9.92755e-05 9.08158e-05 0.000173976 7.9126e-05 0.000158953 0.000155111 6.57104e-05
threshold=0.18936500000000003 1.0000000180025095e-35 0.10852500000000001 0.097345000000000015 0.050115000000000007 -0.008069999999999999 0.048490000000000012 -0.0040999999999999986 0.092550000000000007 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -6
right_child=-2 -3 -4 -5 9 -7 -8 8 -10 -11
leaf_value=-0.018552509854219881 -0.0067031166032822977 0.010429113672949585 -0.0081945247715143749 0.010809385913196429 -0.016127585944459386 0.016830278911053188 0.0061618317773577229 0.0088994923606739006 -0.0084723240874459479 -0.0018296736474856068
leaf_weight=0.0010950224014558661 0.0011466873686674468 0.0010174847728803673 0.0011244633467275477 0.0014841827108303699 0.0010749440861756165 0.0011136595282515496 0.0018330972297277009 0.00181311834306289 0.0019353948934360461 0.001285563318596643
leaf_count=600 449 321 270 313 204 326 693 191 222 321
internal_value=0 0.000523576 -0.000266327 0.000499894 -0.00100749 0.00121453 -0.00139017 -0.00424832 -6.97503e-05 -0.00834076
internal_weight=0 0.0137769 0.0127594 0.011635 0.0101508 0.00779029 0.00667663 0.00484354 0.00374851 0.00236051
internal_count=3910 3461 3140 2870 2557 2032 1706 1013 413 525
is_linear=0
shrinkage=0.0426769


Tree=3105
num_leaves=12
num_cat=0
split_feature=4 16 1 16 0 43 42 484 16 0 1
split_gain=3.18664e-05 5.26017e-05 5.5739e-05 8.83069e-05 5.38184e-05 4.64853e-05 6.5053e-05 5.1843e-05 0.000111816 4.60726e-05 3.94981e-05
threshold=0.27020000000000005 -0.30307999999999996 0.095575000000000007 0.054425000000000008 -0.11524 -0.17307499999999998 0.086325000000000013 0.073820000000000011 -0.083144999999999983 -0.065204999999999985 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 8 -7 -10 -2
right_child=10 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0076886542666818151 -0.00084572572480741393 0.0057316935288839934 0.0027941932441289574 -0.003031569639183258 0.014474774973160198 0.0037193618913303576 -0.011332322234642518 0.0063176985417569302 -0.012889480719641532 -0.0023280762089464262 0.0097246817824610202
leaf_weight=0.0013890296215145004 0.001026102680821977 0.0010259931784042933 0.0011333955853626773 0.0015836796359208032 0.0011325268264645695 0.0019460987165674068 0.0011036969878334664 0.0010510792045737433 0.0014154003466170771 0.0010211045339792388 0.001004775280338592
leaf_count=171 146 181 137 299 245 417 953 249 658 128 326
internal_value=0 -0.000725661 0.000121778 0.00383389 0.00863224 -0.00176761 -0.00294457 -0.00124084 -0.0030536 -0.00846335 0.00438398
internal_weight=0 0.012802 0.011413 0.0038496 0.00226592 0.00756337 0.00653738 0.00543368 0.0043826 0.0024365 0.00203088
internal_count=3910 3438 3267 681 382 2586 2405 1452 1203 786 472
is_linear=0
shrinkage=0.0378958


Tree=3106
num_leaves=16
num_cat=0
split_feature=403 4 133 15 12 12 133 2 49 13 3 1375 1 15 0
split_gain=0.000153376 0.000125003 0.000175141 0.000191686 8.25298e-05 0.000207214 9.37831e-05 9.17544e-05 0.000196749 0.000121563 0.000117444 0.000133693 0.000121999 5.89162e-05 3.19953e-05
threshold=-1.0000000180025095e-35 -0.51381999999999983 0.10304500000000001 0.10363000000000001 0.092365000000000017 0.10333000000000002 0.083815000000000014 0.088485000000000022 -0.00064499999999999985 -1.0000000180025095e-35 -0.016619999999999996 -0.010004999999999998 0.10498500000000001 -0.017214999999999998 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 -3 -10 -9 -12 -13 -11 -14
right_child=1 2 -4 -5 5 -7 -8 10 9 13 11 12 14 -15 -16
leaf_value=-0.00070502249592858826 -0.0006029183250813217 -0.00080425487753804713 0.00074009629419164379 -0.00071106917279805618 -0.00062611525373445825 0.00036692083392438968 0.00058466797848682811 0.00071681535467296026 -0.00038602058850186187 2.9224115765320348e-05 0.00068025772885561299 -0.00056569974077999368 -6.8359126033107738e-05 0.00059285674595438887 0.0003648065351796131
leaf_weight=0.0010271172239355543 0.0010115092895112794 0.0010817750860106995 0.0012208048837512578 0.0011548888164025486 0.0017022495327251143 0.0012399115909018862 0.0014135282086232904 0.0013291918937453091 0.0012337604297129184 0.0012225851631472153 0.0010226011960463022 0.0011713616125477097 0.0010822501049118098 0.0013132226259814804 0.0012598236965020344
leaf_count=930 76 134 209 239 382 214 562 237 371 43 37 137 75 99 165
internal_value=0 2.85724e-05 6.51817e-05 1.44064e-05 6.99948e-05 -0.000207621 0.000137331 7.83264e-05 -0.00010966 8.96721e-05 0.000233817 9.2284e-05 -7.88484e-05 0.000321113 0.000164645
internal_weight=0 0.0184595 0.017448 0.0162271 0.0150723 0.00294216 0.0121301 0.0107166 0.00485134 0.00376957 0.00586523 0.00453604 0.00351344 0.00253581 0.00234207
internal_count=3910 2980 2904 2695 2456 596 1860 1298 647 513 651 414 377 142 240
is_linear=0
shrinkage=0.00184769


Tree=3107
num_leaves=15
num_cat=0
split_feature=403 48 403 42 42 160 160 52 43 13 2 15 1 13
split_gain=0.000119932 0.000103622 0.000116608 0.000116582 0.000174013 0.000139437 0.000127834 0.000183708 0.000145139 0.000173278 0.000145215 0.000200543 9.69757e-05 7.20154e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 -0.11403999999999999 -0.082904999999999993 -1.0000000180025095e-35 0.099550000000000013 0.10433000000000002 0.098320000000000005 -0.083514999999999992 0.099370000000000014 -0.07142999999999998 0.091035000000000019 -0.15921999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 12 7 8 9 13 11 -11 -6 -7
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00063568128080462014 -0.0005508265829992831 -0.0004818033688108897 -0.00054905643715889743 0.00087026286472763456 -0.00066660760569605901 0.00032532151615696396 -0.00032836556165725153 0.00081698667858643955 -0.00051756045542424478 -0.00023097177266090553 -0.00056100355317816541 0.00066825730854248931 2.450816796819336e-05 0.0010135303384391687
leaf_weight=0.0010056709830730077 0.0010216775284227477 0.0011109615751806615 0.001022489646877448 0.001032519453795319 0.001249592511921944 0.0010107422680690819 0.0014590909365917023 0.0016588651023434209 0.0010005185567285718 0.0016880276029451685 0.0010691429448122054 0.0016987766730298054 0.0015565367748764901 0.00106715257740609
leaf_count=930 106 138 307 131 589 107 222 114 136 137 300 210 291 192
internal_value=0 2.03196e-05 5.54202e-05 9.50352e-05 0.000139259 8.31771e-05 0.000179705 0.000260343 0.000137785 0.000238137 3.2662e-05 0.00022007 -0.000283251 0.000678768
internal_weight=0 0.0176461 0.0166244 0.0156019 0.014491 0.0134584 0.0106523 0.00919323 0.00753436 0.00653384 0.00445595 0.0033868 0.00280613 0.00207789
internal_count=3910 2980 2874 2567 2429 2298 1418 1196 1082 946 647 347 880 299
is_linear=0
shrinkage=0.00184769


Tree=3108
num_leaves=11
num_cat=0
split_feature=42 160 43 3 16 16 0 0 16 42
split_gain=3.3642e-05 6.19349e-05 8.97182e-05 0.000136396 8.46214e-05 6.73314e-05 6.34536e-05 5.9749e-05 8.30212e-05 5.55657e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078669999999999976 -0.0072149999999999992 0.054425000000000008 -0.084304999999999977 -0.13870499999999999 -0.19424999999999998 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 -2 6 7 8 -4 -1
right_child=1 2 5 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.000817011598042605 -0.011098624771776346 0.0014214434882580487 -0.0053747352860929144 0.019330973324692403 0.0027720907059039621 -0.0079979115824039791 0.01006587179355777 -0.0070870299351918379 0.0091603099289655765 -0.011346114696083206
leaf_weight=0.0014447859084355643 0.0014692931076618464 0.0018020351446080447 0.0010876859661278493 0.0011121887278730137 0.0013788690334220277 0.0014124515136547701 0.0011885719136180235 0.0014376543457898568 0.001528840781348355 0.0010480868804783015
leaf_count=315 642 348 127 256 398 269 418 287 105 745
internal_value=0 0.000822517 0.00237198 0.00825646 -0.00438345 -0.00020476 0.0018948 -0.000500734 0.00311811 -0.00429677
internal_weight=0 0.0124176 0.00956943 0.00291422 0.00284816 0.0066552 0.00524275 0.00405418 0.00261653 0.00249287
internal_count=3910 2850 1810 604 1040 1206 937 519 232 1060
is_linear=0
shrinkage=0.0402154


Tree=3109
num_leaves=14
num_cat=0
split_feature=124 12 48 4 47 3 150 12 13 3 3 52 15
split_gain=0.000149313 0.000146375 0.000123006 0.000133744 0.000116625 0.00014597 0.000144625 0.000103063 0.000113614 0.00015463 0.000180159 7.73334e-05 6.00597e-05
threshold=0.0049200000000000008 0.10852500000000001 0.12862000000000004 0.28937500000000005 0.09772500000000002 0.10420500000000001 0.086420000000000011 0.094045000000000004 -0.084184999999999996 -0.084129999999999996 -0.015794999999999997 0.086635000000000004 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 11 -11 -10 -12
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 12 -13 -14
leaf_value=-0.00030851013990807001 0.00071023028658176001 -0.00065334937865313566 -0.00064021739203636865 0.00052919394587412616 -0.00058359682978681817 0.00051503847093513095 -0.00055923248943809693 -0.00052413830483638612 -0.00055836556052682625 0.00096844476620869778 0.00041524417663545957 0.0001585144220123801 -0.00017313042004589262
leaf_weight=0.0018277450069948444 0.0010070103483980552 0.0013748615152883057 0.0010458111715384291 0.0018311805638422376 0.0012497396937238845 0.0019573368220277563 0.0017632339031006519 0.0010551705022608686 0.0010322925302149758 0.0015688788503265385 0.0013817079533422483 0.0012054007457394447 0.0011961061442847393
leaf_count=638 91 312 98 329 216 141 239 512 421 470 75 201 167
internal_value=0 -4.98814e-05 -1.40318e-06 4.0173e-05 -2.27228e-05 3.12465e-05 -5.46009e-05 4.14123e-05 0.000114079 0.00023506 0.000454829 -0.000172197 0.000142238
internal_weight=0 0.0184895 0.0171146 0.0160688 0.0142376 0.0129879 0.0110305 0.0092673 0.00821213 0.00638439 0.00414669 0.00223769 0.00257781
internal_count=3910 3819 3507 3409 3080 2864 2723 2484 1972 1334 712 622 242
is_linear=0
shrinkage=0.00192234


Tree=3110
num_leaves=18
num_cat=0
split_feature=124 12 48 0 14 2 0 48 16 4 2 13 43 3 3 16 3
split_gain=0.000131153 0.000355406 0.000209861 0.000152146 0.000259984 0.000374828 0.000175786 0.000114264 0.00011299 0.000145062 0.000106874 0.000218764 0.000131793 0.000241966 0.000225617 7.32528e-05 6.75425e-05
threshold=0.0049200000000000008 0.11655500000000001 0.12862000000000004 -0.10071499999999999 -0.13131999999999996 0.11125500000000001 -0.08824499999999999 0.087945000000000009 -0.27337499999999998 -0.0021099999999999995 0.10796500000000002 -0.09547499999999999 -0.074254999999999988 -0.078669999999999976 -0.083144999999999983 -0.09601999999999998 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -5 8 -6 -10 11 -8 13 16 -14 -11 -13
right_child=-2 -3 -4 6 5 -7 10 -9 9 15 -12 12 14 -15 -16 -17 -18
leaf_value=-0.00063950332547422161 0.00064251473789151553 -0.0011299861070109725 -0.00074071190247288453 -0.00081045722285934501 -0.00021601444953910811 0.0012582217262104049 0.00088194926932451433 -0.00034618030384410848 -2.5986399160851926e-05 0.0011319088887287005 -0.00052246617744536783 0.00010728197427043267 0.00013857751352541178 0.00076689712623805267 -0.0010378775119804229 0.00044467681238859744 -0.00054845185414832806
leaf_weight=0.0010333047555161901 0.0010175250421018784 0.0010286999779042542 0.0012441719085522487 0.0011057782932252002 0.0011445063823687656 0.0013719976173693143 0.0010297323315164135 0.0012303984523304168 0.0013350613824550731 0.0010187178433238575 0.0012313775054150168 0.0011032227313359233 0.0012434773788491892 0.0014383709163712493 0.0010835279613779672 0.001199656947660666 0.0011287961985738931
leaf_count=68 91 180 101 492 154 157 72 90 156 34 353 134 476 210 626 35 481
internal_value=0 -5.11293e-05 7.46085e-06 6.00577e-05 0.000245291 0.000370527 -0.000104789 0.000165087 0.000298989 0.000464863 -1.03027e-05 7.94448e-05 -5.83425e-05 0.00016411 -0.000409217 0.000760266 -0.000224341
internal_weight=0 0.0199708 0.0189421 0.0176979 0.00833364 0.00730034 0.00936428 0.00592834 0.00469794 0.00355344 0.00825851 0.00702713 0.0059974 0.00367039 0.00232701 0.00221837 0.00223202
internal_count=3910 3819 3639 3538 694 626 2844 469 379 225 2352 1999 1927 825 1102 69 615
is_linear=0
shrinkage=0.00188464


Tree=3111
num_leaves=15
num_cat=0
split_feature=403 48 403 48 1 47 43 16 133 1 1 1 12 15
split_gain=0.000124377 0.000112294 0.000100243 0.000132266 0.000110008 0.000114119 0.000137188 0.000284774 0.000132103 0.000109489 9.93389e-05 7.71441e-05 0.000100766 7.48642e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 0.12862000000000004 0.10752500000000002 0.09252500000000001 -0.15648499999999999 0.15737500000000001 0.083815000000000014 0.094695000000000015 0.11593500000000001 0.086560000000000012 0.080120000000000011 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 11 -6 12 -8 -12
right_child=1 2 -4 -5 10 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00065734731388870644 -0.00058167731302763545 0.00070275372753636663 -0.00049973256476197147 -0.00052580023598426391 0.00076442069365174989 -0.00053670907592157427 0.00047991807085497843 -0.0007152227023497239 0.00062472381784891965 0.00055791287928138179 -0.00017774453752200352 -0.00046533702860375957 -0.00030475915276031583 0.00048386312453966928
leaf_weight=0.00102004650600506 0.0010395467423348617 0.0012009804633107942 0.0010760969844239359 0.0011312783454234246 0.0016403837375315792 0.001088460954109278 0.0011656651328533227 0.0015205776891407778 0.0018007485064352327 0.0010738956642020181 0.0011750042005204912 0.0014495901380254528 0.0011595004601879389 0.0012577296693907672
leaf_count=930 106 107 307 110 171 186 100 314 525 139 320 205 316 74
internal_value=0 1.93632e-05 5.66877e-05 9.49136e-05 0.000143233 4.09079e-05 0.000108 2.05712e-05 0.000188832 2.69451e-05 0.000405994 -0.000124112 8.86197e-05 0.000164308
internal_weight=0 0.0177795 0.0167399 0.0156638 0.0145325 0.0104594 0.00937096 0.00816998 0.0066494 0.00484865 0.00407312 0.00377476 0.00232517 0.00243273
internal_count=3910 2980 2874 2567 2457 1892 1706 1599 1285 760 565 621 416 394
is_linear=0
shrinkage=0.00188464


Tree=3112
num_leaves=16
num_cat=0
split_feature=128 50 158 48 4 15 150 4 13 4 15 43 43 0 150
split_gain=0.000114171 0.000171245 0.000183096 0.000162463 0.000172566 0.000138309 0.000126146 0.000168728 0.000165888 0.000175055 0.000185763 0.000135625 0.000119372 8.11085e-05 6.28001e-05
threshold=0.081870000000000012 0.10625000000000001 0.085745000000000002 0.11930500000000001 0.27020000000000005 -0.10312999999999999 0.086420000000000011 -0.034289999999999994 -0.084184999999999996 -0.0017649999999999999 -0.017214999999999998 0.013605000000000001 -0.083254999999999982 -0.083424999999999985 0.10871000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 11 -9 -10 -11 12 -7 -14 -8
right_child=-2 -3 -4 -5 -6 6 14 8 9 10 -12 -13 13 -15 -16
leaf_value=-0.00043579771634831994 -0.00062317586392221871 -0.00074349647301282483 -0.00072953502214253565 -0.00058118168770982307 0.00077642127044352523 0.00025892233408017826 -0.00061663603714333945 -0.00015963569145348471 0.0013812177440743396 4.3012149522343299e-05 0.0010658846044806539 0.00050234301050736975 -6.641996940869709e-05 -0.00074931984626632809 6.4034204499243945e-05
leaf_weight=0.0015870703682314162 0.0010674450548583533 0.0010189788704105798 0.0010071202351202143 0.0011564108703031413 0.0015405493110754115 0.0015919979927663704 0.0010006611378316618 0.0010504970548963124 0.0010267284585924429 0.0016471993694553086 0.0010904529206800092 0.0016095449113143201 0.0012740973719007464 0.0012969256620460742 0.0010029194050282242
leaf_count=233 288 385 369 108 300 266 150 217 169 163 60 229 304 558 111
internal_value=0 2.30211e-05 6.66995e-05 0.00011422 0.00016538 9.89859e-05 0.000166394 0.000250098 0.000515815 0.000704308 0.000450439 2.84639e-05 -0.000154752 -0.000410902 -0.000275917
internal_weight=0 0.0189012 0.0178822 0.0168751 0.0157186 0.0141781 0.012591 0.0105874 0.00481488 0.00376438 0.00273765 0.00577257 0.00416302 0.00257102 0.00200358
internal_count=3910 3622 3237 2868 2760 2460 2227 1966 609 392 223 1357 1128 862 261
is_linear=0
shrinkage=0.00192234


Tree=3113
num_leaves=16
num_cat=0
split_feature=403 403 133 160 474 483 40 42 151 3 0 0 1 2 160
split_gain=7.87367e-05 0.000108361 9.64755e-05 0.000170459 0.000233746 0.000301622 8.50823e-05 0.000120495 0.000149088 0.000109742 0.000144942 0.000135694 0.000153779 9.92729e-05 8.84356e-05
threshold=0.09389500000000002 0.07955000000000001 -0.0056849999999999991 -1.0000000180025095e-35 0.084655000000000022 0.0015150000000000003 -0.080519999999999994 -1.0000000180025095e-35 -0.083919999999999981 -0.11266 -0.053834999999999994 -0.15713499999999997 0.10080500000000002 0.086545000000000025 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -8 -9 -10 11 14 13 -13 -11
right_child=-2 -3 3 6 -6 -7 7 8 9 10 -12 12 -14 -15 -16
leaf_value=-0.00054784395108679895 -0.00050438835625358678 0.00058293263243866663 -0.001365941295502475 0.00062268407019695131 0.00031850759591919294 -2.1736869269799365e-06 -0.00043429472798706082 -0.00051345316907541868 0.00066804066780663698 -0.00046063789280952777 -0.0004867395279608624 -0.00019822826249569822 0.0010413968836271146 0.00052504245293004913 0.0002709669080321095
leaf_weight=0.001056486550327476 0.0010020349258259625 0.0010461519797360088 0.0010914789249778065 0.0010118288713861648 0.0011290488281983507 0.0010384701556534902 0.0013428555878000408 0.001004022581547308 0.0015060741667696038 0.0011506703959132929 0.0010632278883008564 0.0010849235615117969 0.001047705749044483 0.0014616577502221707 0.0010252267676765237
leaf_count=728 307 96 450 178 240 280 339 151 197 81 178 233 156 259 37
internal_value=0 1.80923e-05 -1.8808e-05 1.85599e-05 -0.000347819 -0.000701028 0.00012063 7.30929e-05 0.000146015 0.000225411 0.000127856 0.000241103 0.000457239 0.000216906 -0.000115925
internal_weight=0 0.0170598 0.0160137 0.0149572 0.003259 0.00212995 0.0116982 0.0106864 0.00934351 0.00833949 0.00683341 0.00577018 0.00359429 0.00254658 0.0021759
internal_count=3910 3603 3507 2779 970 730 1809 1631 1292 1141 944 766 648 492 118
is_linear=0
shrinkage=0.00181146


Tree=3114
num_leaves=17
num_cat=0
split_feature=4 43 376 48 2 14 0 43 2 2 151 51 1 12 0 12
split_gain=0.000106629 0.000181515 0.000257534 0.00013358 0.00011593 0.000200997 0.000351287 0.000181631 0.000175244 0.000107252 9.50596e-05 0.00014739 9.48567e-05 0.000196356 0.000122483 8.45136e-05
threshold=-0.51381999999999983 -0.27619499999999997 1.0000000180025095e-35 0.12738500000000003 0.099015000000000006 -0.13131999999999996 -0.17106499999999999 0.088185000000000013 0.10869000000000002 0.09116500000000001 -0.024429999999999997 0.083165000000000017 0.092550000000000007 0.097345000000000015 -0.099864999999999995 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 9 -8 10 -3 12 14 -14 -12 -16
right_child=1 2 -4 -5 5 6 8 -9 -10 -11 11 -13 13 -15 15 -17
leaf_value=-0.00061565081253357279 -0.00072254120339424117 0.00050588815922600122 0.00095872585388064675 -0.00063362673109843655 -0.00041693682009340944 0.0013459541756596811 0.00064064211834003967 -0.00076427154305256457 -0.00029861323128726883 -0.00054678184048469484 0.00087131933593629371 -0.00063407337574936779 -0.00077746880849775357 0.00034621658452240931 -0.00031320599050699819 0.00045320554923326069
leaf_weight=0.0010165336595181094 0.001125650349453995 0.001597031159787746 0.0010597732718705078 0.001101804185584059 0.0011571020537366845 0.0011663759295555084 0.0012694828386013246 0.0011857269935311573 0.0015883304401487074 0.0010474403289768052 0.0010194830551143305 0.0011052082658235783 0.0010281068925801088 0.0011936218565519741 0.001017836929158817 0.001026389211682464
leaf_count=80 173 292 181 108 106 93 269 237 441 345 87 171 233 107 662 325
internal_value=0 1.11189e-05 5.81388e-05 3.09082e-07 4.56582e-05 0.000275305 0.000474351 -7.07578e-05 0.000118618 2.02558e-05 9.46126e-05 -8.16577e-06 0.000122714 -0.00017377 0.000337717 7.1603e-05
internal_weight=0 0.0186894 0.0175637 0.0165039 0.0154021 0.00518129 0.00402419 0.0102208 0.00285781 0.00903512 0.00798768 0.00639065 0.00528544 0.00222173 0.00306371 0.00204423
internal_count=3910 3830 3657 3476 3368 909 803 2459 710 2222 1877 1585 1414 340 1074 987
is_linear=0
shrinkage=0.00188464


Tree=3115
num_leaves=16
num_cat=0
split_feature=403 48 403 11 457 160 42 47 4 3 16 15 15 15 12
split_gain=0.000123759 0.000105318 0.000102433 0.000117758 0.000119491 0.00013965 0.000186919 0.000132377 0.0001419 0.000259828 0.000241121 0.000154757 0.000135154 0.000119327 0.000138671
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 0.08184000000000001 -0.0034949999999999994 0.10150000000000002 0.083725000000000008 0.09550500000000002 -0.0010999999999999996 0.0048550000000000008 0.15737500000000001 0.024640000000000006 -0.20388499999999996 0.014775000000000002 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 10 -10 11 -6 -11 14 -8
right_child=1 2 -4 -5 5 -7 13 -9 9 12 -12 -13 -14 -15 -16
leaf_value=-0.00060190287509220093 -0.00051204787799820405 -0.00041875985121200197 -0.00047976610384216963 -0.00045172536537624959 0.00092082216477369747 -0.00035453283175970361 0.00083748899937736944 0.00051011130510568122 -0.0010094961164547375 -0.00042508829660230907 -0.00045453987297498067 5.7461321314631685e-05 0.00043731957160564024 0.001051832351880946 4.3824426267469231e-05
leaf_weight=0.0010207237578583042 0.0010581014603386332 0.0011185368864883088 0.0010252242282026208 0.0011399823231271122 0.0013362310308680436 0.0013722891452178426 0.0011148456233048779 0.0017996202352502655 0.0010260625128592346 0.0010010290310704848 0.0011262598978327709 0.0011898284001018514 0.001225061744343559 0.0010482063853934354 0.0016627153325511753
leaf_count=930 106 273 307 208 205 216 278 129 171 90 115 178 97 240 367
internal_value=0 2.10929e-05 5.39173e-05 8.77739e-05 0.000128719 0.000172768 0.000230518 8.95313e-05 -2.00911e-05 -0.000284608 0.000215444 0.000514161 4.95118e-05 0.000551282 0.000362382
internal_weight=0 0.018244 0.0171859 0.0161607 0.0150207 0.0139021 0.0125299 0.00870409 0.00690447 0.00325215 0.00365232 0.00252606 0.00222609 0.00382577 0.00277756
internal_count=3910 2980 2874 2567 2359 2086 1870 985 856 358 498 383 187 885 645
is_linear=0
shrinkage=0.00174112


Tree=3116
num_leaves=13
num_cat=0
split_feature=42 42 51 2 1 47 12 3 15 13 0 150
split_gain=4.76468e-05 7.40302e-05 4.52984e-05 5.91822e-05 9.92842e-05 0.000109463 6.70506e-05 5.62529e-05 9.32417e-05 7.77682e-05 6.3395e-05 7.53645e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.07742499999999998 0.086545000000000025 0.08844500000000001 0.086785000000000015 0.10058500000000002 0.088060000000000013 -0.03231499999999999 -0.028919999999999998 -0.16443499999999997 0.088985000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -5 -10 11 -9
right_child=1 2 3 6 5 -7 -8 10 9 -11 -12 -13
leaf_value=-0.0080106606565582064 0.010192674344204643 -0.0057723624992997279 -0.0134529162834523 0.014625637327933455 0.009070853965332009 -0.0076373444069107914 -0.0067301014316774287 -0.011474577442396891 -0.0045064097944430464 0.0093718717669135244 0.0063850432381783893 0.0031327943644772686
leaf_weight=0.0010110137228601544 0.001049079652110302 0.0018460696153569369 0.0010250304985387937 0.0013946466840434354 0.0011339493621716633 0.0011185795163764778 0.0010207973491394616 0.00100809961087589 0.0011949056964822879 0.001126500357025222 0.0013881019741461436 0.0010209045326026733
leaf_count=229 251 578 589 484 498 135 273 90 395 168 161 59
internal_value=0 0.000501448 -0.000264269 0.00062523 -0.00367552 0.000773758 0.00235396 0.00365394 0.00688103 0.00222825 0.000144525 -0.0041248
internal_weight=0 0.0143267 0.0132776 0.0114315 0.00327756 0.00225253 0.00815396 0.00713316 0.00371605 0.00232141 0.00341711 0.002029
internal_count=3910 3681 3430 2852 1222 633 1630 1357 1047 563 310 149
is_linear=0
shrinkage=0.0378958


Tree=3117
num_leaves=16
num_cat=0
split_feature=403 48 1 48 2 14 2 43 133 42 4 1 12 52 3
split_gain=9.95436e-05 8.69278e-05 9.94918e-05 0.000158546 0.000192504 0.000440754 0.00015195 0.000104745 9.08819e-05 0.000118951 0.000148873 0.000210003 9.67228e-05 3.98777e-05 3.92031e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.10420500000000001 0.12862000000000004 0.10457000000000001 -0.23083499999999998 0.10393500000000001 -0.075819999999999985 0.083815000000000014 0.08622500000000001 0.0057500000000000008 0.086560000000000012 0.082275000000000015 0.10062000000000001 -0.081664999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 7 -6 8 -4 9 10 11 12 -3 -8 -10
right_child=1 2 3 -5 5 -7 13 -9 14 -11 -12 -13 -14 -15 -16
leaf_value=-0.00061195974944590673 -0.00053352389006688786 0.00032490920452809462 -0.00032317195168252112 -0.00042424581942412541 -0.00014364692945143082 0.0015857519498429355 -0.00082666574569772479 0.00043694801800951103 0.00014187851581629467 0.00044921445870057093 0.0002995145741166215 -0.0010405884293312032 -0.00047889869127181438 -0.00027471555760201759 0.00068778336293618683
leaf_weight=0.0010266159265802021 0.0010426285650027003 0.0011997577520398437 0.0014269914745596449 0.0011087732378194382 0.001022186514262521 0.0012711914279636607 0.0010045307019400521 0.0013624865096320948 0.0010232531160923432 0.0013784598037107094 0.0016026489882747311 0.0013234651163742828 0.0011062389410584836 0.0010085059213781507 0.0010000614265528989
leaf_count=930 106 104 165 99 102 292 258 145 341 396 132 192 293 101 254
internal_value=0 1.58886e-05 4.99078e-05 0.00024755 0.000394096 0.000814938 -6.50297e-05 4.80994e-05 4.80777e-05 -6.32178e-05 -0.000198224 -0.000418009 -6.06957e-05 -0.000550146 0.000411702
internal_weight=0 0.0178812 0.0168386 0.00619163 0.00508286 0.00229338 0.0106469 0.00278948 0.00863389 0.00661057 0.00523211 0.00362946 0.002306 0.00201304 0.00202331
internal_count=3910 2980 2874 803 704 394 2071 310 1712 1117 721 589 397 359 595
is_linear=0
shrinkage=0.00196078


Tree=3118
num_leaves=16
num_cat=0
split_feature=124 50 158 42 156 1 12 457 51 133 2 150 42 4 403
split_gain=0.000129483 0.000116192 0.000143399 0.00012311 0.00014789 0.000212231 0.000160882 0.000164214 0.00012287 0.000133169 0.000182826 0.000163787 0.000172613 0.000137377 8.04063e-05
threshold=0.0049200000000000008 0.10119500000000002 0.084900000000000017 -1.0000000180025095e-35 0.091280000000000014 0.12381000000000002 0.10058500000000002 -0.068264999999999978 0.08955500000000001 0.092000000000000012 0.086650000000000019 0.082085000000000019 0.088115000000000013 -0.0025899999999999994 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 6 7 -5 9 10 13 12 -12 -9 -1
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00068835168941484002 0.00067293875772869141 -0.00067806861542869454 -0.00070780814298133075 -0.00058886601263361557 -0.00060068965056081969 0.00096333893116382064 -0.00062016121081644366 0.00048367201277896629 -0.00029952319295233873 -0.00031968940744142176 0.00012085219499072963 0.0013819474177292931 0.0010693687644297561 -0.0003430033443330512 1.7833599658283949e-05
leaf_weight=0.0013580226123136958 0.0010109599312019399 0.0010598489858240209 0.0010629017262763765 0.0010215245655338526 0.0010526179434239879 0.0011614224456118509 0.0011256175809455362 0.0015146716023912818 0.0014015970623032373 0.0010643284438564792 0.0019908072346636486 0.0010021612691242399 0.0011718280995484942 0.0015780785737783509 0.0011404682166982344
leaf_count=673 91 460 390 149 281 182 128 367 148 243 236 131 121 121 189
internal_value=0 -4.75038e-05 -9.63111e-06 3.51188e-05 0.000106274 0.000163377 8.51086e-05 0.000158991 0.000237559 0.000328016 0.000423003 0.000691185 0.000472299 6.18602e-05 -0.000366004
internal_weight=0 0.0187059 0.017646 0.0165831 0.0140847 0.013032 0.0118706 0.010745 0.00972347 0.00832188 0.00725755 0.0041648 0.00316264 0.00309275 0.00249849
internal_count=3910 3819 3359 2969 2107 1826 1644 1516 1367 1219 976 488 357 488 862
is_linear=0
shrinkage=0.00196078


Tree=3119
num_leaves=16
num_cat=0
split_feature=0 130 1 2 2 133 15 1374 457 3 12 0 1 1 2
split_gain=0.000261738 0.000165428 0.0002416 0.000220643 0.000248508 0.000266722 0.000141422 0.000113862 0.000217166 0.000198115 0.000275102 0.000238575 0.000190313 0.000171986 0.000105208
threshold=0.18055000000000002 -0.081969999999999987 0.076710000000000014 0.106035 0.099015000000000006 0.083815000000000014 0.079360000000000014 -0.095439999999999983 0.041935000000000007 0.090325000000000003 0.092365000000000017 -0.11524 0.095575000000000007 0.13148500000000005 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -4 9 10 11 -9 -13 14 -11
right_child=-2 2 6 -5 -6 -7 -8 8 -10 13 -12 12 -14 -15 -16
leaf_value=0.00063404490788735444 0.00094116707565083143 -0.00099124713300101212 -0.00051568907541383593 -0.0012349997415570422 0.00058482511217964543 9.8208458662564613e-05 -0.00052720709906244338 0.0013283166378300856 0.00095952738591668311 -0.0010188170404435064 -0.0003173504611792114 -0.0002615971585919432 0.00084143093854323456 0.00035937885322961125 -0.00021055775562844959
leaf_weight=0.0011992190634590302 0.0010326636894861787 0.0019611773289560071 0.0010233228042633167 0.0011185853543035293 0.0010285225248981142 0.0015442922886110032 0.0015315470813446119 0.0012051658761272153 0.0011851079236931518 0.0011244495964946033 0.0018280650176887014 0.0012717351248808522 0.0011409140131503604 0.0010902391014184463 0.0013778663844665751
leaf_count=159 44 803 36 299 135 661 470 115 165 102 280 180 250 125 86
internal_value=0 -7.16166e-05 -0.000117531 -0.000455066 -0.000262648 -0.000511301 3.17792e-05 0.000107899 0.000170317 6.68371e-05 0.000302618 0.000615886 0.000260012 -0.000290579 -0.00057376
internal_weight=0 0.0196302 0.018431 0.00565258 0.00453399 0.00350547 0.0127784 0.0112469 0.0102235 0.00903844 0.00544588 0.00361782 0.00241265 0.00359256 0.00250232
internal_count=3910 3866 3707 1898 1599 1464 1809 1339 1303 1138 825 545 430 313 188
is_linear=0
shrinkage=0.00196078


Tree=3120
num_leaves=17
num_cat=0
split_feature=4 43 376 43 12 12 133 3 0 4 3 51 16 4 4 3
split_gain=0.000102121 0.000152066 0.000224368 0.000116545 9.24224e-05 0.000164027 0.000105388 0.000135613 0.000135583 0.000116829 0.000120898 0.000104167 8.75944e-05 8.53611e-05 5.91422e-05 4.30522e-05
threshold=-0.51381999999999983 -0.27619499999999997 1.0000000180025095e-35 -0.15109999999999998 0.092365000000000017 0.097345000000000015 -0.091614999999999988 -0.015064999999999997 -0.10071499999999999 -0.081774999999999987 -0.080884999999999985 0.08955500000000001 -0.43346499999999993 0.08734500000000002 -0.00027999999999999998 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 9 11 -8 -11 12 -9 -7 -14 -16
right_child=1 2 -4 4 5 13 7 8 -10 10 -12 -13 14 -15 15 -17
leaf_value=-0.00060081708032337958 -0.00067805487555448285 0.00053298216176294471 0.00091760068150969403 -0.00053826306257005675 -0.00095934256730135809 -0.00041642757266759426 0.00093404583810704892 -0.00027940749367121357 -0.00064229087067022678 -0.00020881300356353125 0.0006274032355244706 -0.00039134352839549321 1.960541385204561e-05 0.00035823741983381812 0.00027658859346178219 0.00082477076193651459
leaf_weight=0.0010109004009084049 0.0010575617715217643 0.0013487460254573728 0.0010150377018298398 0.0010454185259612852 0.0010091159400934138 0.0010100931348861141 0.0010054086436164411 0.0010086763807748982 0.0011922822118653918 0.0013476041968251485 0.0011282376952760082 0.0013817961914509569 0.0011692568738838616 0.0010108368443322024 0.0010148789107274898 0.0010206082644836356
leaf_count=80 173 146 181 338 459 401 389 109 229 742 280 92 75 128 35 53
internal_value=0 1.49975e-05 5.88654e-05 3.32147e-06 -4.6481e-05 -0.000338806 3.18066e-05 8.9843e-05 -6.52649e-05 0.000392261 0.00017225 5.76934e-05 0.000204956 -2.89525e-05 0.000357406 0.000551451
internal_weight=0 0.0177656 0.016708 0.015693 0.0143442 0.00303005 0.0113142 0.0102687 0.0067875 0.00348125 0.00247584 0.00559522 0.00421342 0.00202093 0.00320474 0.00203549
internal_count=3910 3830 3657 3476 3330 988 2342 2004 593 1411 1022 364 272 529 163 88
is_linear=0
shrinkage=0.00188464


Tree=3121
num_leaves=12
num_cat=0
split_feature=42 42 159 3 3 16 43 16 3 48 0
split_gain=3.96996e-05 6.13966e-05 4.62666e-05 7.07392e-05 0.000115523 8.9565e-05 8.22112e-05 9.83766e-05 8.84353e-05 7.92564e-05 3.04818e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.034019999999999988 -0.11266 -0.078884999999999997 -0.30307999999999996 -0.044024999999999988 0.050115000000000007 0.099570000000000006 0.084500000000000006 -0.061994999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 -5 -6 -7 8 9 -8 -4
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.0075779887140142973 0.009590021269659417 -0.0078634400755276217 0.0019707851759505029 -0.0096146662391660212 -0.0080737855651668855 0.012131967815622082 0.0058097385185304738 -0.0072100062256239003 0.013443183018518615 -0.0077736712713719043 0.011369383374307408
leaf_weight=0.0010242522716260244 0.00105978299921852 0.0011405020644839935 0.001016579708840698 0.0019318358687182595 0.0013769546483165078 0.001240251304212606 0.0017045471216979666 0.0016391162484060418 0.0011575122342940437 0.0010977606462057587 0.0011356563734318615
leaf_count=229 251 481 146 1262 290 352 297 203 110 104 185
internal_value=0 0.000453618 -0.000266775 0.000437604 -0.000939355 0.00110044 0.00294752 0.000913022 0.00427544 0.000488648 0.00693008
internal_weight=0 0.0145005 0.0134407 0.0123002 0.010148 0.00821614 0.00683919 0.00559894 0.00395982 0.00280231 0.00215224
internal_count=3910 3681 3430 2949 2618 1356 1066 714 511 401 331
is_linear=0
shrinkage=0.0394268


Tree=3122
num_leaves=11
num_cat=0
split_feature=4 158 156 151 47 43 48 2 1 3
split_gain=3.67564e-05 4.08564e-05 5.70232e-05 6.32906e-05 6.65013e-05 7.8476e-05 8.31411e-05 9.21742e-05 9.48419e-05 0.000147737
threshold=0.28937500000000005 0.081110000000000015 0.084330000000000016 -0.024429999999999997 0.09550500000000002 0.013605000000000001 0.091555000000000011 0.10393500000000001 0.088495000000000018 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.0072438136502806748 0.0048330661712438702 -0.0079452102541525977 -0.0077931708530771041 -0.0080956478929867116 0.0057116085363173178 0.0047852576655543072 0.0052019285570827382 -0.016042446343772103 -0.011486805061189709 0.0099690131421671449
leaf_weight=0.0017118491591387513 0.0018605775575625911 0.0010045799268206179 0.0012197438573584045 0.0012749313244057241 0.0019048497864494474 0.0017897592319596548 0.0010873962810326199 0.0010278815359161426 0.0013413426649646742 0.0012256490760803982
leaf_count=380 426 388 460 737 206 400 149 208 288 268
internal_value=0 -0.000734954 -0.000159332 0.000660063 -0.000507634 -0.00203684 -0.00408645 -0.00616049 -0.00351663 0.000758671
internal_weight=0 0.013588 0.0125834 0.0113637 0.00965181 0.00774696 0.0059572 0.0048698 0.00384192 0.00250058
internal_count=3910 3484 3096 2636 2256 2050 1650 1501 1293 1005
is_linear=0
shrinkage=0.0371528


Tree=3123
num_leaves=15
num_cat=0
split_feature=403 403 133 48 50 48 1 2 12 16 4 52 1 43
split_gain=0.00014758 0.000122413 0.000124136 0.000118719 0.000131055 0.000116838 0.000157817 0.000258685 0.000199627 0.000139886 0.000260461 8.16038e-05 0.000129612 7.23511e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.10304500000000001 0.12738500000000003 0.086465000000000014 -0.084204999999999988 0.10752500000000002 0.11260500000000001 0.095295000000000019 -0.094359999999999986 0.00046500000000000008 0.083750000000000005 0.090740000000000015 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 13 9 10 -7 12 -11 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.00071418137150888999 -0.00051447410032603752 -0.00061102010966170505 0.00062550304971974245 -0.00061782442002357213 -0.00058354459918682003 0.0005332959405985315 -0.00018887075809084579 0.0012583540411513262 -0.00077149572894537745 -0.00019640012481369755 -0.00069960165778637138 0.00066325837304696648 0.00056219907836937955 0.00045457700252068874
leaf_weight=0.0010559820496824314 0.0010163246556591466 0.0010521102418278019 0.0013431789535474905 0.0010192127612058685 0.0010801446583475422 0.0010271552617900125 0.0011929426395753439 0.0011379480529480081 0.0010331021876649332 0.0018537071890820595 0.0016510080372101055 0.0016773676174048902 0.0015105002771307 0.0014079025889129422
leaf_count=930 101 307 181 94 415 67 138 240 249 506 194 180 198 110
internal_value=0 2.52413e-05 6.47338e-05 1.64735e-05 6.07894e-05 0.000112313 0.000163308 0.000493911 2.20908e-05 0.000128293 -0.000226749 0.000316897 0.000144204 0.000159444
internal_weight=0 0.0180026 0.0169505 0.0156073 0.0145881 0.013508 0.0124916 0.00373879 0.00875284 0.00771974 0.00267816 0.00504158 0.00336421 0.00260085
internal_count=3910 2980 2673 2492 2398 1983 1882 488 1394 1145 261 884 704 248
is_linear=0
shrinkage=0.00192234


Tree=3124
num_leaves=17
num_cat=0
split_feature=1213 48 4 13 15 43 39 403 4 16 13 1 43 51 457 15
split_gain=0.000487482 0.00015733 0.000196792 0.000217252 0.000233753 0.000140974 0.000204759 0.000155835 0.000167122 0.00016592 0.00015328 0.000102541 9.52236e-05 9.05437e-05 0.000169846 0.000177326
threshold=-1.0000000180025095e-35 -0.084204999999999988 -0.51381999999999983 -0.091229999999999992 -0.089594999999999994 -0.27619499999999997 0.005105000000000001 0.03138500000000001 -0.034289999999999994 0.0015250000000000001 -1.0000000180025095e-35 0.079945000000000016 0.070805000000000021 0.08955500000000001 0.082870000000000013 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 11 10 -10 -7 -6 14 15 -12
right_child=1 2 3 5 12 6 -8 -9 9 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.0012700259309283259 -0.0006125621702984498 -0.00067584333944467655 -2.3680458775086385e-05 -0.00062516154223931839 0.00051616274561310177 -0.00011559750528715291 0.00080803046343930294 0.00057280381789261787 -0.00070262792048555664 0.00053007920169400105 0.00054861915069588066 -0.00089593540959046738 0.0012321785063509618 -0.00039064976778762511 0.00082820432720194428 -0.00043841296221598208
leaf_weight=0.0010203404214668621 0.0011934865919251371 0.0011121178451152609 0.0018103809281864777 0.001093688841743992 0.0013840346591978163 0.001096846042672424 0.0011548037453007641 0.0013890338916605757 0.0011828238388958421 0.0018211916091960302 0.0010047505231198916 0.0012081125519510238 0.0011702585090273415 0.0012500242531087238 0.0010138051411500149 0.0016286506096248919
leaf_count=592 107 75 235 132 179 486 308 137 543 321 77 427 60 80 58 93
internal_value=0 3.84828e-05 7.86998e-05 0.000124785 0.000484225 1.14605e-05 6.60694e-05 -7.82467e-06 -8.68465e-05 4.08557e-05 -0.000105684 -0.000524601 0.000844208 3.84952e-05 0.000185578 -6.18197e-05
internal_weight=0 0.020514 0.0193205 0.0182084 0.00436467 0.0138437 0.01275 0.0115952 0.0102062 0.00790125 0.00608005 0.00230496 0.00255429 0.00489723 0.00364721 0.0026334
internal_count=3910 3318 3211 3136 474 2662 2530 2222 2085 1172 851 913 239 308 228 170
is_linear=0
shrinkage=0.00184769


Tree=3125
num_leaves=13
num_cat=0
split_feature=151 15 0 12 16 15 4 3 0 2 4 1
split_gain=3.70456e-05 7.76692e-05 3.75888e-05 8.74168e-05 5.9738e-05 9.31978e-05 0.000100323 5.21084e-05 7.15903e-05 7.70242e-05 6.18583e-05 4.44081e-05
threshold=0.079335000000000017 0.091915000000000011 -0.077944999999999987 0.090965000000000018 -0.040439999999999997 -0.038029999999999987 -0.49837999999999999 -0.083144999999999983 -0.10071499999999999 0.11230000000000001 0.0057500000000000008 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -7 -1 9 10 -9 -12
right_child=-2 -3 4 -5 5 6 -8 8 -10 -11 11 -13
leaf_value=0.0090898859537091436 0.008542841675545582 -0.012652086092567244 0.013817639382084046 -0.014597473438765694 -0.010134817345723284 -0.005819236453055307 0.012511082955827523 -0.0026842595053402046 -0.012384305066534821 -0.0083753724723764286 0.016778370910077663 0.0029243322777251488
leaf_weight=0.0012093098817433923 0.0010302918428969207 0.001115016026738626 0.0010008459104194276 0.0010157222509086438 0.0011860001698507498 0.0010635838363800797 0.0017595978767309382 0.0015274794069199092 0.0011198003400107112 0.0014496648141801962 0.0010250493771316038 0.00102969871029579
leaf_count=746 157 609 290 403 372 154 165 135 551 169 85 74
internal_value=0 -0.000703835 0.000291365 -0.00163957 0.00351987 0.000949155 0.00560546 0.000148451 -0.00160927 0.000788611 0.00449711 0.00983568
internal_weight=0 0.0145018 0.0133868 0.00837672 0.00501003 0.00400918 0.00282318 0.007361 0.00615169 0.00503189 0.00358223 0.00205475
internal_count=3910 3753 3144 2163 981 691 319 1760 1014 463 294 159
is_linear=0
shrinkage=0.0471187


Tree=3126
num_leaves=11
num_cat=0
split_feature=4 16 1 0 0 2 3 3 42 16
split_gain=3.71208e-05 3.95225e-05 5.81999e-05 8.09691e-05 5.35264e-05 8.85272e-05 6.51962e-05 0.000112957 5.85301e-05 2.51814e-05
threshold=0.28937500000000005 -0.30307999999999996 0.095575000000000007 -0.087359999999999979 0.15480500000000005 0.093070000000000014 0.084925000000000014 -0.082139999999999977 0.060615000000000009 -0.075409999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 6 7 8 -3 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0086885208255856779 0.0067872976745454883 -0.0053934598144256525 0.006372990918003512 -0.0026990670934628042 0.0077391946499606248 -0.014659332105390756 0.0089145334308903292 -0.01478835079691616 0.012084587933379479 0.017610940647272925
leaf_weight=0.0016097505190171288 0.0018674726293560389 0.0010139040335496417 0.0010867342532688007 0.0019362194243907919 0.0011525850159403578 0.0016994807666741996 0.0013376102355024955 0.0016190885419679422 0.0010613381593750932 0.0010718761848898598
leaf_count=210 426 574 89 477 56 660 99 630 568 121
internal_value=0 -0.00103507 -6.5748e-06 0.005025 -0.00261989 -0.00439363 -0.0009265 -0.00448965 0.00354531 0.0119533
internal_weight=0 0.0135886 0.0119788 0.00409483 0.00788401 0.00673142 0.00503194 0.00369433 0.00207524 0.00215861
internal_count=3910 3484 3274 687 2587 2531 1871 1772 1142 210
is_linear=0
shrinkage=0.0520229


Tree=3127
num_leaves=11
num_cat=0
split_feature=457 16 159 42 43 43 15 13 12 16
split_gain=3.53119e-05 8.51823e-05 7.34388e-05 5.14385e-05 7.58577e-05 9.97058e-05 9.29561e-05 0.000151885 6.16833e-05 6.08437e-05
threshold=-0.066264999999999991 -0.49150499999999991 -0.034019999999999988 -1.0000000180025095e-35 -0.074254999999999988 -0.089949999999999988 -0.073314999999999991 -0.09547499999999999 0.086935000000000012 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 -5 9 -8 -4 -6
right_child=1 2 3 4 6 -7 7 -9 -10 -11
leaf_value=-0.0091599391915952368 0.011105740872905017 -0.012956232698807708 0.001179952303883612 -0.00028102322181232159 -0.0026724182823952111 0.019296183936306666 0.0043550421197046602 -0.01589984471443465 -0.015612714422006371 0.011630222580219795
leaf_weight=0.0010008966729278873 0.0016882735233462861 0.0011402085407391177 0.0011909657689437103 0.0013412752926597643 0.0012812312730212409 0.0012628452749171948 0.0017843969233166837 0.0019233708966759099 0.0010113275066426022 0.0017723850320049512
leaf_count=292 313 471 265 223 136 470 151 770 643 176
internal_value=0 0.000553106 -0.000848824 0.000344573 0.00196148 0.00921277 -0.000831328 -0.006152 -0.0065315 0.00562914
internal_weight=0 0.0143963 0.012708 0.0115678 0.0093655 0.00260412 0.00676138 0.00370777 0.00220229 0.00305362
internal_count=3910 3618 3305 2834 1926 693 1233 921 908 312
is_linear=0
shrinkage=0.0500028


Tree=3128
num_leaves=17
num_cat=0
split_feature=1213 124 403 42 15 160 48 4 15 159 16 16 4 1 160 3
split_gain=0.000475897 0.000275744 0.000210982 0.000162666 0.000156136 0.000140057 0.000125009 0.000127386 0.000156759 0.000116312 9.73616e-05 0.000202822 0.000127142 0.000107213 0.000179471 0.000165003
threshold=-1.0000000180025095e-35 0.10143000000000002 0.03138500000000001 -1.0000000180025095e-35 0.085120000000000015 -0.11175999999999998 0.12738500000000003 0.28937500000000005 -0.13823999999999997 0.081445000000000017 -0.38486499999999996 -0.110495 0.015635000000000003 0.086560000000000012 0.024885000000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 8 -7 10 -10 -12 13 14 -13 -15
right_child=1 -3 4 5 -6 6 -8 -9 9 -11 11 12 -14 15 -16 -17
leaf_value=-0.0013303919448620083 -0.00067270253182863231 0.0010503934092890349 4.8512055024937263e-05 -0.00066321184166774768 0.0010868745086919616 -0.00071984427879557959 -0.00061359855616557207 0.00059121476822969476 -0.00039214037893525836 -0.0005299583017054322 0.00093419445146697509 -0.00014768142708971487 0.00053729970767122585 -0.00086125784434928844 0.00087042270548395406 0.00016065037410238064
leaf_weight=0.001003238194529364 0.001576457000219334 0.0010124869425083031 0.0011108092018814594 0.0011748376233686473 0.0011162229388582134 0.0010105162984578768 0.001042400700015266 0.001710361739820399 0.0011077092932996217 0.0010566925142741551 0.001315177187178814 0.0019825439217296013 0.001877723289531022 0.0012397123183510925 0.0010021945736283858 0.0011911575241347894
leaf_count=592 632 55 191 354 68 119 94 280 61 262 70 453 100 372 119 88
internal_value=0 5.26841e-05 9.19165e-07 -7.22572e-05 0.000568955 -1.2008e-05 4.06233e-05 9.11622e-05 1.85797e-05 8.7845e-05 0.000155035 0.000225443 9.76366e-05 -5.48053e-05 0.00019417 -0.00036051
internal_weight=0 0.020527 0.0195145 0.0172875 0.00222703 0.015711 0.0145362 0.0134938 0.0117834 0.0107729 0.00971622 0.00860851 0.00729333 0.00541561 0.00298474 0.00243087
internal_count=3910 3318 3263 3004 259 2372 2018 1924 1644 1525 1263 1202 1132 1032 572 460
is_linear=0
shrinkage=0.00196078


Tree=3129
num_leaves=11
num_cat=0
split_feature=11 1 0 13 52 52 0 15 13 2
split_gain=3.49551e-05 3.82063e-05 9.91441e-05 8.45151e-05 0.000177039 0.000115444 7.76717e-05 7.13852e-05 9.03896e-05 5.54302e-05
threshold=0.081005000000000008 0.076710000000000014 -0.087614999999999985 -0.0010249999999999997 -0.0093349999999999978 -0.074484999999999982 -0.10575999999999998 0.085120000000000015 -0.083924999999999986 0.10705000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 9 8 -4 -7
right_child=-2 3 7 5 -6 6 -8 -9 -10 -11
leaf_value=-0.012055923353061526 -0.008026000749960625 0.022282024343442064 0.0069816048557890002 -0.0103538695501373 -0.0001542924877356862 0.013809226138634842 -0.0045308512423224631 0.010982142645782633 -0.0099076215412164988 0.00026302672238789101
leaf_weight=0.0015759316532038665 0.0010547106992302097 0.0011697515940341224 0.0011451679022817731 0.0018130713735667603 0.0018818627770021152 0.0015042892289067744 0.0015844010254124153 0.0011324161111160667 0.0015030191971019237 0.0010534874351486858
leaf_count=626 233 384 186 201 670 105 231 641 545 88
internal_value=0 0.000516177 -0.00251267 0.00231748 0.00844605 -0.000822942 0.00334884 0.00146541 -0.00260413 0.00822987
internal_weight=0 0.0143634 0.00535653 0.00900686 0.00305161 0.00595525 0.00414218 0.0037806 0.00264819 0.00255778
internal_count=3910 3677 1998 1679 1054 625 424 1372 731 193
is_linear=0
shrinkage=0.045289


Tree=3130
num_leaves=15
num_cat=0
split_feature=403 403 42 133 15 48 14 4 12 1 1 457 1 2
split_gain=0.000142898 0.000100742 0.000121113 0.000122471 0.000164575 0.000125872 0.000114923 0.00013261 0.000120863 0.000123178 9.06939e-05 9.01648e-05 8.38761e-05 0.000145205
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 0.10304500000000001 0.085285000000000014 0.11930500000000001 -0.13131999999999996 0.25367000000000006 0.093375000000000014 0.094695000000000015 0.11235500000000002 0.085230000000000014 0.079945000000000016 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 11 -11 12 13 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00072201232801214605 -0.00048144206305848232 -0.00056005437910696071 0.0005786771575415809 0.00060378891951768483 -0.00066691343864437472 -0.00062285124659884638 0.00083994464490965695 0.00066427955206670164 -0.00053652015179389643 0.00090821409396315872 0.00011766728515522239 -0.00050480678050298766 -0.00018483704728902567 -9.0378271181134061e-05
leaf_weight=0.0010026804982029144 0.0011888127356285494 0.0010279233914312408 0.0015127536363614387 0.0011767475189264553 0.0014009722962507786 0.0010105598750524978 0.0011700063692709197 0.0015697247475624778 0.0011057758386129636 0.0011316312831312712 0.0010193085164546247 0.0010870633614916692 0.0019581987781259469 0.0013187835183278065
leaf_count=930 123 307 299 97 359 85 182 235 284 188 86 93 261 381
internal_value=0 2.39913e-05 6.00479e-05 8.21936e-06 -4.19807e-05 2.77265e-05 8.46518e-05 0.000149608 5.77058e-05 0.000143208 0.000533582 -8.5206e-06 0.000112796 0.000346976
internal_weight=0 0.0176783 0.0166503 0.0151376 0.0139608 0.0125599 0.0115493 0.0103605 0.00879077 0.00768499 0.00215094 0.00553405 0.00444699 0.00248879
internal_count=3910 2980 2673 2374 2277 1918 1833 1710 1475 1191 274 917 824 563
is_linear=0
shrinkage=0.00192234


Tree=3131
num_leaves=16
num_cat=0
split_feature=403 403 403 160 474 483 43 13 16 4 2 2 0 49 16
split_gain=0.000134214 0.000102064 0.000110781 0.000103469 0.00022688 0.000272634 0.000100124 0.000101873 9.66021e-05 0.000156918 0.000118333 0.000144301 0.000113236 0.000109038 7.52632e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.15109999999999998 0.24518500000000001 0.15737500000000001 -0.084009999999999987 0.113945 0.097940000000000013 -0.042499999999999989 -0.047309999999999998 -0.114825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 9 -8 11 13 -10 -11 -15
right_child=1 -3 -4 6 -6 -7 8 -9 12 10 -12 -13 -14 14 -16
leaf_value=-0.0006825409530067829 -0.0012103231680963133 -0.00055146236411435137 0.00066774539095289232 0.00089533805033210987 0.00043514330987770502 0.00011434577060299998 0.00077140166829960252 5.8690217620254827e-05 7.7242751942915069e-05 0.00038241961031010459 -0.00046094525844305243 0.00073161294213159504 -0.00078997797007568501 0.00013197095103489184 -0.00052247204512288357
leaf_weight=0.001006732607939295 0.0012313360098054347 0.0010258237658188193 0.0010044114571850496 0.0010419090700998007 0.0010815307995934442 0.0010000520414918702 0.0011298641703979002 0.0010259379058433597 0.0011401287720551878 0.001499756051010338 0.0014669355353190026 0.0011587244508478867 0.0010072535937388693 0.0010520503765983884 0.0015346336841203711
leaf_count=930 440 307 84 88 250 274 130 58 247 128 208 150 141 125 350
internal_value=0 2.52174e-05 6.13449e-05 2.17177e-05 -0.000273276 -0.00061664 0.000102772 0.000480245 2.46334e-05 0.000121617 1.22367e-05 0.000144573 -0.000329537 -2.18838e-05 -0.000256298
internal_weight=0 0.0174003 0.0163745 0.0153701 0.00331292 0.00223139 0.0120572 0.00206785 0.00998935 0.00784196 0.0067121 0.00524516 0.00214738 0.00408644 0.00258668
internal_count=3910 2980 2673 2589 964 714 1625 146 1479 1091 961 753 388 603 475
is_linear=0
shrinkage=0.00188464


Tree=3132
num_leaves=12
num_cat=0
split_feature=484 457 4 12 12 156 52 3 0 0 1
split_gain=3.37469e-05 4.73834e-05 6.5169e-05 6.21308e-05 6.91884e-05 7.90835e-05 0.000129804 7.13519e-05 7.73633e-05 8.64175e-05 5.62408e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.036459999999999992 0.10595000000000002 0.083950000000000011 -0.081429999999999989 -0.089974999999999986 -0.083424999999999985 -0.10209999999999998 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 -9 -4
right_child=1 2 10 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0080242757407067988 -0.0089559807025815161 -0.0099453883707190955 0.00080503530405516988 0.014269439545728013 -0.010140763671362435 -0.0092944012189858077 -0.0081200151126764371 -0.00058846621842226319 -0.0056761253096844818 0.014180768633976036 0.015414770086822406
leaf_weight=0.0010216681996903015 0.0010120841744176911 0.0011941552611430964 0.0010394278133471419 0.00186272840033042 0.0010296826009104478 0.0010722978250314952 0.0014605919273974633 0.0015494769156192967 0.0013681019008637851 0.0017086622172328655 0.0011258080429210106
leaf_count=612 197 250 148 304 267 347 318 91 586 472 318
internal_value=0 0.000493312 0.00120642 -0.000178877 0.000981415 0.00225081 0.00380812 0.000606684 0.00336187 0.00715695 0.00840132
internal_weight=0 0.014423 0.0134109 0.0112457 0.0100515 0.00902186 0.00794956 0.00608683 0.00462624 0.00325814 0.00216524
internal_count=3910 3298 3101 2635 2385 2118 1771 1467 1149 563 466
is_linear=0
shrinkage=0.045289


Tree=3133
num_leaves=14
num_cat=0
split_feature=403 403 133 42 15 52 52 15 151 16 4 13 0
split_gain=0.000143154 9.90566e-05 0.000120862 0.000101429 0.000178969 0.000115541 0.000103789 0.000119495 0.0002544 0.00021471 0.000140821 0.000139973 0.00011481
threshold=-1.0000000180025095e-35 0.09389500000000002 0.10304500000000001 0.098285000000000011 0.085285000000000014 -0.27466499999999994 -0.081429999999999989 -0.0089749999999999986 -0.044604999999999992 -0.09601999999999998 -0.15534499999999998 -0.009474999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 11 -9 -10 -11
right_child=1 -3 -4 -5 -6 6 7 10 9 12 -12 -13 -14
leaf_value=-0.00073276342649676585 -0.00055473228502874448 -0.00056573004673644378 0.0006377943693183255 0.00053420201675096705 -0.00070311096292770975 0.00051070082338437327 -0.00081795972414137885 -0.000176868461945509 6.1636954990343929e-05 -0.00071598811218259739 0.00073311724178042623 0.0010170594643599921 9.4571732378973019e-05
leaf_weight=0.0010149889271426514 0.0011479170212443665 0.0010279485987563499 0.0012901349901488111 0.0013091196253289883 0.0013937165340911573 0.001941633761484215 0.0015728231671744463 0.0011083742402773628 0.0012390516120023539 0.0012893508687081279 0.0015942601816136617 0.0011246456258942692 0.0014028059033421893
leaf_count=930 313 307 181 215 359 364 279 72 233 81 178 104 294
internal_value=0 2.47366e-05 6.17157e-05 1.2573e-05 -3.68585e-05 3.79002e-05 9.82476e-05 1.24255e-05 -0.000129256 8.49923e-05 0.000359924 0.000516226 -0.000293629
internal_weight=0 0.0174418 0.0164138 0.0151237 0.0138146 0.0124209 0.0112729 0.00933131 0.00662868 0.00505585 0.00270263 0.0023637 0.00269216
internal_count=3910 2980 2673 2492 2277 1918 1605 1241 991 712 250 337 375
is_linear=0
shrinkage=0.00196078


Tree=3134
num_leaves=17
num_cat=0
split_feature=0 12 403 48 158 50 52 1 47 49 3 52 4 4 12 12
split_gain=0.000207179 0.000278419 0.000153337 0.000150369 0.000146902 0.000157267 0.000148584 0.000203856 0.000223319 0.000217837 0.000213965 0.000127315 0.000183952 0.000220766 0.000165776 7.9978e-05
threshold=0.18055000000000002 0.11655500000000001 -1.0000000180025095e-35 0.12862000000000004 0.085745000000000002 0.088560000000000014 -0.27466499999999994 0.10752500000000002 0.09252500000000001 -0.085974999999999982 0.090325000000000003 0.10218500000000001 0.05309500000000001 -0.0025899999999999994 0.080120000000000011 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 -8 -9 12 13 14 -11 -16
right_child=-2 -3 3 -5 -6 -7 7 10 -10 11 -12 -13 -14 -15 15 -17
leaf_value=-0.00071573109285433235 0.00084086316543679823 -0.0010361535729719034 -0.00037997476984025116 -0.00062111580540129242 -0.00059977378534922191 -0.00048331897695729788 -0.00057085272727039956 0.0012749197874586326 -0.00071099148185817739 0.0010713025717286836 0.00025269691190183026 -0.00028951585921894356 0.0011427452712717561 -0.00025297043647665911 -0.00016075890720680837 0.00058778826999010254
leaf_weight=0.0010458833297705408 0.0010072251541688301 0.0010099653019358902 0.0014847191386618335 0.0011818994187929302 0.0010727492259024465 0.0013830668237741579 0.0011023438726113482 0.001328672406120546 0.0010515149055665982 0.0014523096903532847 0.0017576748870124048 0.0010141694179442579 0.0011436250522332825 0.0018104060576307765 0.0010165406944656064 0.0010963227106361995
leaf_count=907 44 182 318 99 284 446 114 212 97 147 156 235 125 148 278 118
internal_value=0 -5.27184e-05 -2.82527e-07 4.15299e-05 8.83873e-05 0.000135584 0.000195618 0.000262522 0.000125447 0.000227294 0.000692764 0.000344086 0.000442653 0.000293712 0.000571319 0.000227647
internal_weight=0 0.0199519 0.0189419 0.017896 0.0167141 0.0156414 0.0142583 0.0127736 0.00968723 0.00863572 0.00308635 0.00753337 0.0065192 0.00537558 0.00356517 0.00211286
internal_count=3910 3866 3684 2777 2678 2394 1948 1630 1262 1165 368 1051 816 691 543 396
is_linear=0
shrinkage=0.00192234


Tree=3135
num_leaves=15
num_cat=0
split_feature=124 50 159 52 133 52 2 4 49 3 3 150 43 3
split_gain=0.000147514 0.000118458 0.000123917 0.000129689 0.000105439 0.000138226 0.000289307 0.000110448 0.000116347 0.000193751 0.000220993 0.000146279 0.000104087 9.8747e-05
threshold=0.0049200000000000008 0.10119500000000002 -0.026594999999999997 0.11262000000000001 0.094185000000000005 1.0000000180025095e-35 0.091525000000000009 0.15927500000000003 -0.0090499999999999973 -0.078884999999999997 0.045635000000000002 0.086420000000000011 -0.0012249999999999997 -0.053439999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 11 -10 12 -4 -11 -9
right_child=-2 -3 3 -5 -6 6 -8 13 9 10 -12 -13 -14 -15
leaf_value=0.00062299799036424637 0.00069108426902867717 -0.00068524865381774599 0.00064804697959742509 -0.00063459879993038506 -0.00048186835230032464 -7.8937913820932424e-05 0.0012543089645102488 0.00060717393285564887 -0.0010253843360941209 0.00064429017484074285 -0.00084934331069018291 -0.00023356009984275077 -0.00018572569644998308 -7.7606986786941603e-05
leaf_weight=0.0010412094069472888 0.0010261053679540061 0.0010487081891486566 0.0011714553152553367 0.0013367190034083978 0.0015563632740418836 0.0015073443701102062 0.0010007635557147676 0.0015106707404563379 0.0012165686128724389 0.0010800890257352466 0.001063240252541342 0.0017117632668257323 0.0011557424020313938 0.001604899324064135
leaf_count=323 91 460 191 269 406 490 124 118 655 133 113 189 124 224
internal_value=0 -5.82674e-05 -1.94913e-05 -6.15233e-05 -8.97886e-06 4.75376e-05 0.000453043 -4.91914e-05 -0.000177042 -0.000369663 -0.000127859 0.000124638 0.00021524 0.000254428
internal_weight=0 0.0180055 0.0169568 0.0159156 0.0145789 0.0130225 0.00250811 0.0105144 0.00739886 0.00451564 0.00329907 0.00288322 0.00223583 0.00311557
internal_count=3910 3819 3359 3036 2767 2361 614 1747 1405 1025 370 380 257 342
is_linear=0
shrinkage=0.00192234


Tree=3136
num_leaves=16
num_cat=0
split_feature=403 403 403 160 474 483 52 0 12 13 15 15 151 2 15
split_gain=0.000140158 0.000109585 0.000131016 0.00011201 0.000266964 0.000200177 9.74975e-05 0.000113176 0.000141691 0.000130511 0.000184582 0.000120377 0.000113793 0.000189423 0.00016268
threshold=-1.0000000180025095e-35 0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.0015150000000000003 0.13709500000000002 -0.017269999999999997 0.091475000000000015 -0.083354999999999985 -0.090674999999999992 0.024640000000000006 -0.0095999999999999992 0.086650000000000019 -0.099824999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -9 10 -5 12 -11 14 -14
right_child=1 -3 -4 6 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16
leaf_value=-0.00072742745351886667 -0.0012370263424083534 -0.00060328550307541559 0.0006679787962960115 -0.00020777616706208418 0.00048958437987135154 -6.6577045377816355e-05 0.00066691521703820373 0.00094930331877601923 -5.1932640879441845e-05 -0.00056847373056338453 0.00084457427343026645 -0.00078730489974832962 0.00027100927768453537 0.00058875109483225803 -0.0008255713356263623
leaf_weight=0.0010040182657627293 0.0012001249438116962 0.0010043232941739913 0.0012737477406486444 0.0012778842598237003 0.0010983509929027406 0.0010561885196489281 0.0010700210224212645 0.0010839816202121337 0.0010896734643699169 0.0013395473839430188 0.0012853667637048138 0.0011219242011606696 0.0010035606210083703 0.0016720019653979324 0.0010797460662828073
leaf_count=930 419 307 163 180 247 281 95 160 111 181 218 203 33 271 111
internal_value=0 2.57167e-05 6.36531e-05 1.35985e-05 -0.00030321 -0.000689135 0.000101989 4.68041e-05 0.000447374 -5.23643e-05 0.000319935 -0.000205868 -7.7831e-05 9.7185e-05 -0.000297332
internal_weight=0 0.0176564 0.0166521 0.0153784 0.00335466 0.00225631 0.0120237 0.0109537 0.00217366 0.00878003 0.00256325 0.00621678 0.00509486 0.00375531 0.00208331
internal_count=3910 2980 2673 2510 947 700 1563 1468 271 1197 398 799 596 415 144
is_linear=0
shrinkage=0.00196078


Tree=3137
num_leaves=16
num_cat=0
split_feature=403 484 11 403 42 484 457 160 4 4 43 3 2 16 1
split_gain=0.000212983 0.000187311 0.000152917 0.000157964 0.000114012 0.000101046 0.000139957 0.000141185 0.000268091 0.000210235 0.000132095 8.18204e-05 8.10727e-05 0.000179113 0.000101077
threshold=-1.0000000180025095e-35 0.091130000000000017 0.08184000000000001 0.09389500000000002 0.098285000000000011 0.073820000000000011 -0.0034949999999999994 -1.0000000180025095e-35 0.25367000000000006 0.053925000000000008 -0.073139999999999983 -0.080104999999999996 0.11165000000000001 -0.013024999999999998 0.090820000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 10 11 -9 13 14 -12
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.00083829058652819873 -0.00059767196675288481 -0.00077021505060288114 -0.00057581350442727339 -0.00059959593244684084 0.000675035314338636 0.00070165538307598427 -0.00039481818691507338 0.00031396539016530624 0.0010502404929416441 -0.00048518020834218149 0.00047187613618009371 0.0010356538447987274 0.00052094087167366425 -0.0007211395908349505 -0.00028373855208857967
leaf_weight=0.0011071743630374489 0.0010581355940247053 0.0010251594533654288 0.0012435617874783566 0.0010483774038214091 0.0015005227769032793 0.0010171157946535772 0.0016311344216697254 0.0013839238592721903 0.0012458561783103657 0.0018201373471490034 0.0017773719834593719 0.0010000054905632324 0.0011307264621695512 0.0011000246069882156 0.0010352440173218569
leaf_count=930 242 264 206 289 235 159 450 195 209 128 169 165 76 142 51
internal_value=0 2.90338e-05 7.45735e-05 0.000122864 0.000171106 0.000117854 7.28105e-05 0.000131326 0.000213112 0.000100331 0.000243816 0.000616698 6.75602e-05 -6.34637e-05 0.000193756
internal_weight=0 0.0190173 0.0179921 0.0167486 0.0157002 0.0141997 0.0131826 0.0121244 0.0104933 0.00924743 0.0074273 0.00238393 0.00504337 0.00391264 0.00281262
internal_count=3910 2980 2716 2510 2221 1986 1827 1585 1135 926 798 360 438 362 220
is_linear=0
shrinkage=0.00192234


Tree=3138
num_leaves=12
num_cat=0
split_feature=11 3 124 13 0 42 49 0 2 16 2
split_gain=4.07215e-05 5.24273e-05 4.54765e-05 6.54694e-05 0.000153618 7.0109e-05 0.000164014 0.00010968 9.60922e-05 6.23323e-05 4.82446e-05
threshold=0.08184000000000001 -0.14218999999999996 -0.048219999999999992 -0.094679999999999986 -0.053834999999999994 0.091330000000000008 -0.07107999999999999 -0.10071499999999999 0.11230000000000001 -0.094359999999999986 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 6 -5 8 9 -8 -4
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.011176669167333146 -0.0096372678243207797 0.0090582380916104203 -0.001536570240632202 -0.018668658120429199 -0.016313019505511304 0.010554594100295711 0.0035471229854039171 -0.0081408275804408393 -0.0059755227093283266 0.018651478045364715 0.011573730249295984
leaf_weight=0.001038438015632079 0.0010059171641223141 0.0011547262282989535 0.0012364666524105452 0.0011861704021603799 0.0017132544325423439 0.0012437614219066489 0.0012683420889351149 0.0019149623742846533 0.0010845591580585512 0.0013613180892740923 0.0014842879869103598
leaf_count=165 224 309 190 140 312 551 114 1573 79 87 166
internal_value=0 0.000558283 -0.000249649 -0.00110997 -0.00298247 -0.000148582 -0.00210185 0.00138908 0.00630247 0.0113663 0.00561566
internal_weight=0 0.0146863 0.0136478 0.0124931 0.00977237 0.00805911 0.00681535 0.00562918 0.00371422 0.00262966 0.00272075
internal_count=3910 3686 3521 3212 2856 2544 1993 1853 280 201 356
is_linear=0
shrinkage=0.0490223


Tree=3139
num_leaves=12
num_cat=0
split_feature=1 13 13 12 42 3 1 51 15 2 15
split_gain=3.91167e-05 7.24967e-05 6.64906e-05 6.28763e-05 0.000108985 7.21763e-05 0.000168839 6.21005e-05 5.89002e-05 0.000148541 0.00010295
threshold=0.12730000000000002 0.17936000000000002 0.019675000000000002 0.092365000000000017 0.082690000000000013 0.12566000000000002 0.10113500000000002 0.085845000000000019 -0.0058549999999999991 0.088485000000000022 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 10 -10 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0039135244660222198 0.0061204186488227159 -0.012072008293744127 0.0097055810530114941 0.00086010117130308472 -0.018747195959555384 -0.010617272007323975 0.014182466859195676 -0.011790478522059073 -0.0040467962123140891 0.017027569917596238 -0.015263964918722917
leaf_weight=0.0012626498642577975 0.0018407944737361013 0.001098107625315088 0.0013134737132287312 0.0013442404130349743 0.0010246842081280795 0.0010284097143082602 0.0018349573584859171 0.0010019837967585443 0.0016063114766979667 0.0011973470651414214 0.0010529552108493045
leaf_count=199 345 178 376 240 516 95 290 201 732 182 556
internal_value=0 -0.000909111 5.86039e-05 -0.00105744 -0.00762108 0.00067316 0.00213255 -0.00147964 0.000538483 0.00495335 -0.00480689
internal_weight=0 0.0137651 0.012667 0.0113535 0.00236892 0.00898461 0.0079562 0.00612125 0.00511926 0.00280366 0.00231561
internal_count=3910 3565 3387 3011 756 2255 2160 1870 1669 914 755
is_linear=0
shrinkage=0.045289


Tree=3140
num_leaves=11
num_cat=0
split_feature=39 13 43 48 16 160 16 15 16 2
split_gain=3.51692e-05 9.70715e-05 7.02403e-05 7.41043e-05 8.37421e-05 0.000114516 0.000114497 0.00010507 8.41425e-05 3.54579e-05
threshold=0.005105000000000001 -0.45122499999999993 0.088185000000000013 0.11379500000000002 -0.08286499999999998 0.086110000000000006 -0.014099999999999998 1.0000000180025095e-35 0.10994000000000002 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 -3 9 -8
right_child=-2 2 -4 -5 6 -7 8 -9 -10 -11
leaf_value=0.013279449415411201 0.0058796359867465666 0.017230174982903183 -0.013445685157703864 -0.01210774451116192 -0.014267221020637842 -0.0091590741404317146 0.0013461817523243403 0.0007245954710291525 -0.0065533340534937 0.0139605898562113
leaf_weight=0.0010227254586004245 0.0019949807225811403 0.0018382766973920198 0.0011488448601299607 0.0012312149520030688 0.0016353928263519342 0.001001778598912928 0.0010445309911788049 0.0017284860759636117 0.0018533843886733522 0.0010147556277446848
leaf_count=84 459 380 310 114 805 100 457 453 527 221
internal_value=0 -0.000956237 -0.00212128 -0.000974809 0.000380095 0.0051988 -0.00358785 0.00923142 0.000875839 0.00756219
internal_weight=0 0.0135194 0.0124967 0.0113478 0.0101166 0.00456854 0.00554806 0.00356676 0.00391267 0.00205929
internal_count=3910 3451 3367 3057 2943 933 2010 833 1205 678
is_linear=0
shrinkage=0.0480611


Tree=3141
num_leaves=16
num_cat=0
split_feature=403 52 453 1 14 2 49 4 43 42 2 4 15 151 42
split_gain=0.000152302 0.000156879 0.000125361 0.000126902 0.000123983 0.000191086 0.000209938 0.000184578 0.000236664 0.000198066 0.000182436 0.000133585 0.000104558 0.000175989 4.5743e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 0.10910500000000002 -1.0000000180025095e-35 0.15927500000000003 0.088185000000000013 0.083815000000000014 0.097575000000000009 -0.076329999999999995 -0.087044999999999997 -0.0074049999999999993 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 10 -9 11 14 13 -13 -6
right_child=1 2 -4 -5 5 6 -8 9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00073423561032508839 -0.00071245530666539639 -0.00047792946326865801 -0.00059567187418639405 0.0007730701346056535 0.00025028845202518479 -1.1981574895957062e-05 0.0010216751309757896 0.0011084305446745783 -0.00095354117737125844 -9.0229519922738576e-05 -0.00075537592149916395 0.00071865380448952727 -0.00054237770055972202 -0.00031856846608115515 0.00075591499945659355
leaf_weight=0.0010693011872785719 0.001044238981624329 0.0014612926680932911 0.0010273208561945016 0.0010407113890972776 0.0019508262013935192 0.0013724814078995701 0.0016803012573679459 0.001090380790827641 0.0011362851641386748 0.0010312756847084231 0.0010619418738336819 0.0010863813356755958 0.0014329733485840736 0.0014936218843133757 0.0010625863846881432
leaf_count=930 372 136 86 158 280 138 224 95 212 107 142 107 567 206 150
internal_value=0 2.63326e-05 6.93633e-05 0.000109787 6.62643e-05 0.000121492 0.00055696 4.32676e-06 -0.000115611 0.000525797 2.10518e-06 0.000116588 -0.000117694 0.000118183 0.000428582
internal_weight=0 0.0189726 0.0179284 0.0169011 0.0158603 0.0143991 0.00305278 0.0113463 0.00922462 0.00212166 0.00808833 0.00702639 0.00401298 0.00258 0.00301341
internal_count=3910 2980 2608 2522 2364 2228 362 1866 1664 202 1452 1310 880 313 430
is_linear=0
shrinkage=0.00196078


Tree=3142
num_leaves=12
num_cat=0
split_feature=151 1 15 4 150 15 52 16 4 2 3
split_gain=3.52757e-05 6.5538e-05 8.50341e-05 7.02476e-05 0.000135227 0.000112937 0.000111559 9.76963e-05 7.30758e-05 4.76521e-05 3.05159e-05
threshold=0.079335000000000017 0.12730000000000002 0.090505000000000016 -1.0000000180025095e-35 0.085200000000000012 -0.14487999999999998 -0.088354999999999989 -0.057604999999999996 -0.064054999999999987 0.095195000000000016 -0.08477999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -7 9 10 -8
right_child=-2 -3 -4 4 -6 7 8 -9 -10 -11 -12
leaf_value=-0.010484998857532696 0.0098436172871501706 0.0092296056661689291 -0.016226962907861835 0.00068054004567587442 0.0079665822517507052 -0.030419661146507005 0.0022897605072815202 -0.0074368880097943624 0.018867596699671141 -0.0045857237869033141 0.015490299846404081
leaf_weight=0.0013877099566937424 0.001018800103109071 0.0017512950028559316 0.0011877252003934047 0.0014924483713493544 0.0016255170619244906 0.0011243926326183432 0.0011406324043694441 0.0011305014646674529 0.0012338804753497384 0.0014152625736289157 0.0010031572189827982
leaf_count=525 157 326 662 207 163 272 463 287 481 65 302
internal_value=0 -0.000784113 -0.00216051 -0.000714447 -0.00533153 -0.0111 0.0032992 -0.0188971 0.00729018 0.00327643 0.00846677
internal_weight=0 0.0144925 0.0127412 0.0115535 0.00537286 0.00374734 0.00618064 0.00225489 0.00479293 0.00355905 0.00214379
internal_count=3910 3753 3427 2765 929 766 1836 559 1311 830 765
is_linear=0
shrinkage=0.0552071


Tree=3143
num_leaves=16
num_cat=0
split_feature=403 403 403 160 474 483 43 16 0 43 43 13 15 4 2
split_gain=0.000133685 0.000101947 0.000102049 0.00013362 0.000246892 0.000210791 0.000104502 0.000111983 0.000115711 9.7897e-05 0.000197214 0.000104761 9.45312e-05 0.000134861 0.000176541
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.084655000000000022 0.0015150000000000003 -0.074254999999999988 0.24895000000000003 -0.076099999999999987 -0.08768999999999999 -0.15648499999999999 0.24518500000000001 -0.10469999999999999 0.0057500000000000008 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 12 10 11 -5 -8 -14 -15
right_child=1 -3 -4 6 -6 -7 7 -9 -10 -11 -12 -13 13 14 -16
leaf_value=-0.00068568192721875712 -0.0012262798522494629 -0.00056337560714500069 0.00065999131501044055 0.00093205489937284039 0.00044700289898308616 -5.0979066754782577e-05 -0.00047401995818975356 -0.00057935673931325162 0.00062280932519025579 0.00072422656439782341 -0.00054225461911695967 6.3546026131654096e-05 -0.00034021275145073015 0.00099336193492623116 -8.7925339803945177e-05
leaf_weight=0.0010207398341474964 0.0011976857642513098 0.0010081380628579458 0.0010048305240540891 0.0010029105797948745 0.0010719899865281012 0.0010656749155774632 0.0013891456264680654 0.0011258978140162856 0.0011752795083662549 0.0016405488363252035 0.0010325515623759106 0.0010511403947890338 0.0014633634503777131 0.0010337977013696875 0.001212328393963874
leaf_count=930 430 307 84 78 250 284 131 212 197 363 194 58 259 41 92
internal_value=0 3.00336e-05 6.63628e-05 2.77854e-05 -0.000312963 -0.000672904 0.000121503 -2.11246e-05 7.9054e-05 0.000344771 0.000143089 0.000487604 -4.62863e-05 0.000113893 0.000409746
internal_weight=0 0.0174753 0.0164671 0.0154623 0.00333535 0.00226336 0.012127 0.00739981 0.00627391 0.00472715 0.0030866 0.00205405 0.00509864 0.00370949 0.00224613
internal_count=3910 2980 2673 2589 964 714 1625 932 720 693 330 136 523 392 133
is_linear=0
shrinkage=0.00192234


Tree=3144
num_leaves=15
num_cat=0
split_feature=0 1 2 3 15 52 52 50 159 12 1 2 4 151
split_gain=0.00021403 0.000163746 0.000294732 0.000236642 0.000185257 0.000133844 0.000165701 0.000203174 0.00021641 0.000111223 0.000136026 0.000167966 0.000119459 0.000113833
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 -0.084129999999999996 0.083935000000000023 -0.27466499999999994 -0.091329999999999981 0.10119500000000002 -0.026594999999999997 0.096210000000000004 0.11052000000000002 0.086650000000000019 -0.0017649999999999999 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7 8 -8 10 11 12 -10 -13
right_child=-2 5 -4 4 -6 6 7 -9 9 -11 -12 13 -14 -15
leaf_value=-0.00063453103462363862 0.00084357537622837804 -0.00057818855004310903 -0.0011134511680827035 -0.0001338782402777823 0.00086025608663536349 0.00074670648126035587 0.00089631866333444315 -0.00078014003056962064 0.00023312878278883685 0.00052136938867514029 -0.00050425047096715084 7.8448951112481161e-07 -0.00061339094392649069 0.00077923145420765968
leaf_weight=0.0018438176476552287 0.0010244508347614983 0.0011092418229388537 0.0013441377594109018 0.0018226296865338312 0.0011173556009566044 0.0013797539055352944 0.0011796655498183374 0.0010133854601696727 0.0010344214193304772 0.0013715388884728563 0.0019886886964155222 0.0013162681487719069 0.0015230756059556585 0.0014687816815434906
leaf_count=798 44 207 339 480 363 217 141 243 268 158 332 103 120 97
internal_value=0 -5.78569e-05 -0.000318115 -9.4644e-05 0.000243947 6.12964e-05 0.000119081 3.96042e-05 0.000123664 1.89304e-05 -7.50666e-05 8.46911e-05 -0.000271002 0.000411322
internal_weight=0 0.0195128 0.00612794 0.0047838 0.00293999 0.0133848 0.0122756 0.0108958 0.00988244 0.00870277 0.00733124 0.00534255 0.0025575 0.00278505
internal_count=3910 3866 1980 1641 843 1886 1679 1462 1219 1078 920 588 388 200
is_linear=0
shrinkage=0.00192234


Tree=3145
num_leaves=13
num_cat=0
split_feature=484 457 4 12 160 12 4 1 1 0 1 16
split_gain=3.45623e-05 4.26977e-05 5.64066e-05 6.31756e-05 6.57849e-05 0.000130016 0.000119374 0.000107853 0.000105159 0.00010464 5.49366e-05 3.78022e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.036459999999999992 0.099550000000000013 0.10371500000000002 -0.034289999999999994 0.10080500000000002 0.088495000000000018 -0.10071499999999999 0.11198000000000001 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 9 11 -8 -4 -5
right_child=1 2 10 4 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0080498480861689262 -0.0084919046209945143 -0.0098994690179996653 0.00036719488610400619 -0.0016895004988872748 -0.0097534058812586075 -0.012929217101499357 0.012048207026254485 0.021570755816105562 -0.013773462700842487 -0.0056523754928504821 0.014769894466015477 0.0084521567498531611
leaf_weight=0.0010396408935106878 0.0010083343540659264 0.0012086837672826188 0.0010458489063972516 0.0016351602040990747 0.0010367812793809642 0.0010221950668511818 0.0017417698963591022 0.0011363761715597887 0.0010281421040154726 0.0011290959325671738 0.0011302250640831126 0.0013986745169937617
leaf_count=612 197 250 148 787 113 294 110 91 394 406 318 190
internal_value=0 0.000498217 0.00116906 -0.000112897 0.00105502 0.00228761 0.00421525 0.00976123 -0.00125601 0.00508666 0.00784777 0.00298606
internal_weight=0 0.0145213 0.013513 0.0113369 0.0101282 0.00909141 0.00806922 0.00400724 0.00406198 0.00287087 0.00217607 0.00303383
internal_count=3910 3298 3101 2635 2385 2272 1978 607 1371 516 466 977
is_linear=0
shrinkage=0.045289


Tree=3146
num_leaves=12
num_cat=0
split_feature=0 4 0 133 457 160 474 4 42 4 150
split_gain=3.49985e-05 8.46481e-05 6.06035e-05 6.28701e-05 8.08826e-05 0.000115117 0.000192607 8.93526e-05 0.000167633 0.000148895 0.000183546
threshold=1.0000000180025095e-35 -0.49837999999999999 -0.053834999999999994 -0.090054999999999982 -0.0034949999999999994 -1.0000000180025095e-35 0.080165000000000014 0.25367000000000006 0.088235000000000022 -0.078094999999999984 0.077110000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 8 9 -7 -11
right_child=1 -3 -4 4 5 7 -8 -9 -10 10 -12
leaf_value=-0.010235582276882826 -0.0044766369399510779 0.012064006158774286 -0.0099016090333929312 -0.010899888501301096 -0.020651656962761649 0.01350479720729552 0.0068941506569006406 0.015357578143702694 0.016357997487633544 -0.015290854807428698 0.0058445463732743844
leaf_weight=0.0011002358159059615 0.0011366518850050734 0.0014367327076845121 0.00140606270135401 0.0010295262774905533 0.0010440874153693856 0.0010296531976988583 0.0010385321844424422 0.0014187964956002717 0.0014009615571137987 0.0019447313684640851 0.0014873204111962028
leaf_count=512 155 239 256 291 594 443 223 237 437 411 112
internal_value=0 0.00475808 -0.00102639 5.93323e-05 0.00114912 0.00247384 -0.00691549 0.00515934 0.00269132 -0.00159998 -0.00613158
internal_weight=0 0.00257338 0.0128999 0.0114938 0.0103936 0.00936408 0.00208262 0.00728146 0.00586267 0.0044617 0.00343205
internal_count=3910 394 3516 3260 2748 2457 817 1640 1403 966 523
is_linear=0
shrinkage=0.045289


Tree=3147
num_leaves=12
num_cat=0
split_feature=41 39 13 4 47 13 51 3 0 15 0
split_gain=3.57915e-05 4.48465e-05 0.000117569 8.67068e-05 7.68477e-05 8.89062e-05 0.000146487 7.92695e-05 7.30303e-05 0.000111625 5.12237e-05
threshold=0.075585000000000013 0.005105000000000001 -0.094679999999999986 -0.23071499999999998 0.096175000000000024 -0.014114999999999997 0.08955500000000001 0.094625000000000015 -0.083564999999999987 -0.094924999999999995 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -5 7 8 9 -7 -1
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0024797952433188715 -0.008582461551181966 0.0074979929190001756 -0.014600005059709298 -0.0097683274800867206 -0.01310558477520404 0.0082065381215047448 -0.012912934762288102 0.017940016612341972 0.011578520492155535 -0.013317661767525796 0.015998867705436421
leaf_weight=0.0014348142584546461 0.0010602744396590808 0.0018748900388289589 0.0012713427478478556 0.0015223434293712909 0.0010835890910113055 0.001160665919810659 0.0010628412556756093 0.0011293706750800103 0.0015082569702280484 0.0010692395030775124 0.0011796398038980372
leaf_count=254 221 415 226 1384 248 95 121 92 520 246 88
internal_value=0 0.000569394 -0.000476352 -0.00289042 -0.00114647 0.000592327 0.00325194 0.00678159 0.00341041 -0.00211431 0.00857959
internal_weight=0 0.014297 0.0124221 0.00980765 0.00853631 0.00745272 0.00593037 0.00486753 0.00373816 0.00222991 0.00261445
internal_count=3910 3689 3274 2932 2706 2458 1074 953 861 341 342
is_linear=0
shrinkage=0.0480611


Tree=3148
num_leaves=11
num_cat=0
split_feature=49 42 12 43 16 1 43 48 13 1
split_gain=3.40301e-05 5.40857e-05 6.36761e-05 6.25008e-05 7.84333e-05 7.73786e-05 9.76752e-05 8.18713e-05 7.11749e-05 6.89956e-05
threshold=-0.14750499999999997 0.091955000000000023 0.092365000000000017 0.12512500000000001 0.26364000000000004 0.076710000000000014 -0.06705499999999999 0.087945000000000009 -0.082014999999999991 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -7 9 -2 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0084790697481691261 0.0032842035271631312 0.001123257282713548 -0.015843145927894525 0.011342444729248023 -0.013077859157689328 0.014993999228072086 0.011551328250717401 -0.0075740993107376829 -0.012943162509669516 -0.0016739690289061652
leaf_weight=0.0010454317107572155 0.0011014551048878635 0.0010018747678376687 0.0011325184449892602 0.0011721699174742214 0.0010850176938200983 0.0014182183260426709 0.0018604166559706595 0.0019373748794786205 0.0015832392485499187 0.0019328768762597909
leaf_count=143 597 291 521 222 313 415 246 167 728 267
internal_value=0 -0.000684762 -0.00787919 0.000585277 -0.000569563 0.000810578 0.00347545 0.000624855 -0.00628553 0.00481236
internal_weight=0 0.0142252 0.00213439 0.0120908 0.0109186 0.00983358 0.00714889 0.00573067 0.00268469 0.00379329
internal_count=3910 3767 812 2955 2733 2420 1095 680 1325 513
is_linear=0
shrinkage=0.0490223


Tree=3149
num_leaves=18
num_cat=0
split_feature=1213 0 403 4 52 147 1374 52 52 1 16 15 151 1 1 2 13
split_gain=0.000597547 0.000174114 0.000303936 0.000214904 0.000290167 0.000254075 0.000143066 0.000156614 0.000144038 0.000223053 0.00012615 0.000202508 0.000153537 0.000129913 0.000121582 8.62346e-05 2.79012e-05
threshold=-1.0000000180025095e-35 0.18055000000000002 0.03138500000000001 -0.065054999999999988 0.098910000000000012 1.0000000180025095e-35 -0.094679999999999986 -0.060039999999999989 -0.27466499999999994 0.090740000000000015 -0.11180499999999999 -0.10312999999999999 -1.0000000180025095e-35 0.10113500000000002 0.079945000000000016 1.0000000180025095e-35 -0.0041499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 6 -5 8 -8 -10 12 -12 -9 -14 -2 -15 -4
right_child=1 -3 16 5 -6 -7 7 10 9 -11 11 -13 13 15 -16 -17 -18
leaf_value=-0.0014505535716303497 0.00020997863294843508 0.00080542231493657386 0.00094758656515003543 -0.00072577121121195326 -0.0012929609654665857 0.00086961406788609822 -0.00017705246506618708 -0.00058562067778163693 -3.6977326850679743e-05 0.0010992350645202922 -0.001151460641939384 -8.0878814541134961e-05 -0.00028326625503536393 0.00017048660248385994 -0.00055760680524577087 0.00092734155382794253 0.00049465002861988816
leaf_weight=0.0010243415290119113 0.0016485849575066788 0.0010789439553597407 0.0010014027273043957 0.0010168925120388464 0.0011076350853794908 0.0012652904962757285 0.001333538225025817 0.0010177413692862292 0.0011381495317647657 0.001454345424045194 0.0010000082019175904 0.0018811678104000123 0.0010664048369462996 0.0011629683863426049 0.001418875430523818 0.0010664441518634512 0.0010089536457143907
leaf_count=592 345 44 144 63 194 185 266 68 169 221 125 508 199 111 427 140 109
internal_value=0 5.36183e-05 1.22084e-05 -6.87706e-05 -0.000449603 4.98609e-05 -3.55942e-05 2.75161e-05 0.000336338 0.000600418 -0.000141002 -0.00045246 6.70309e-05 0.000268568 -0.000145073 0.00053253 0.000720268
internal_weight=0 0.0206673 0.0195884 0.017578 0.0041751 0.013403 0.0121377 0.0111208 0.00392603 0.00259249 0.00719473 0.00288118 0.00431356 0.00329582 0.00306746 0.00222941 0.00201036
internal_count=3910 3318 3274 3021 966 2055 1870 1807 656 390 1151 633 518 450 772 251 253
is_linear=0
shrinkage=0.00192234


Tree=3150
num_leaves=15
num_cat=0
split_feature=0 1 2 3 52 52 15 151 457 3 2 0 3 1
split_gain=0.00021251 0.000131131 0.000249414 0.00018949 0.000150521 0.000200775 0.00013933 0.000110095 0.000134096 0.000151839 0.000253221 0.000154004 9.35186e-05 5.66453e-05
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 -0.084129999999999996 -0.27466499999999994 -0.091329999999999981 0.083935000000000023 0.056555000000000001 0.041935000000000007 0.090325000000000003 1.0000000180025095e-35 -0.16443499999999997 -0.032959999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -5 8 9 10 13 -11 -12 -7
right_child=-2 4 -4 6 5 7 -8 -9 -10 11 12 -13 -14 -15
leaf_value=-0.00056424100284722988 0.00081681692899973212 -0.00062263529314522659 -0.0010259707748973643 -0.00011080746418490309 0.00077415568909029947 -0.00043763643497898256 0.00074284149147199391 -0.00056089246152690503 0.00059465258405308409 -0.00087239606778840694 0.00028681177278220979 3.5542125883051907e-05 0.0010924781806636536 6.0575934348905492e-05
leaf_weight=0.0018451264004145963 0.001029607322735388 0.0011022789831080194 0.0012921594146407169 0.0018170163780973176 0.0014062946432294799 0.0014387624994738795 0.00108443092920954 0.0010568870861618002 0.00151384694341035 0.0012335322898097134 0.0010301459853334788 0.0014360580810394733 0.0010168871397364585 0.0018564959325433339
leaf_count=798 44 207 339 480 217 396 363 103 167 86 164 147 119 280
internal_value=0 -6.21385e-05 -0.000291881 -9.204e-05 4.38377e-05 0.000105114 0.000208248 1.62071e-05 8.02368e-05 -1.69622e-05 0.000166443 -0.000383987 0.000687036 -0.000156952
internal_weight=0 0.0191299 0.00603873 0.00474657 0.0130912 0.0119889 0.00290145 0.0105826 0.00952573 0.00801188 0.00534229 0.00266959 0.00204703 0.00329526
internal_count=3910 3866 1980 1641 1886 1679 843 1462 1359 1192 959 233 283 676
is_linear=0
shrinkage=0.00188464


Tree=3151
num_leaves=16
num_cat=0
split_feature=124 4 14 157 0 16 42 15 1 15 12 2 151 1 4
split_gain=0.000206819 0.000195354 0.000211129 0.000229626 0.000178972 0.000196722 0.000253342 0.000221758 0.00017985 0.000176145 0.000109576 9.88987e-05 0.00020659 0.000186442 7.97402e-05
threshold=0.10385500000000002 -0.49837999999999999 0.018455000000000003 -0.073574999999999988 0.039665000000000006 -0.055679999999999993 0.085195000000000007 -0.024209999999999999 0.077800000000000022 0.083935000000000023 0.098355000000000012 0.089910000000000004 -0.0088999999999999982 0.11215000000000001 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 -5 11 14 -13 -14 -10
right_child=-2 2 -4 4 -6 6 -8 -9 10 -11 -12 12 13 -15 -16
leaf_value=-0.00076749269409451173 0.00084641820986722379 0.0007280151808375983 -0.00087714699712062531 -0.0010238139260155177 0.00062442642546905308 -0.0013033128506578435 0.00017288752404561657 -0.00020617893772350543 0.0002002645327455187 -8.2484787632426123e-06 0.00075812663785066175 -0.00020389306077095228 0.0013310079967613683 0.00017114848565201378 -0.00047069088801945594
leaf_weight=0.0013824610901402154 0.0010260762411825218 0.001708855704076871 0.0010103079242390163 0.0010071681344168163 0.0014782157081236853 0.0015115300621012942 0.0016702090687935921 0.0013329066015342018 0.0012308846739943723 0.0018865425365751504 0.0011917906214038432 0.0016501547303563874 0.0010108584370414066 0.001126767547554164 0.0015243994171900621
leaf_count=174 49 440 159 388 141 320 593 199 253 613 123 118 61 135 144
internal_value=0 -5.54222e-05 -4.52355e-06 4.35727e-05 -2.67951e-05 -9.03645e-05 -0.000433269 -0.000789195 5.52893e-05 -0.00036172 0.000211298 0.000111696 0.000317297 0.000719633 -0.000170951
internal_weight=0 0.0207231 0.0193406 0.0183303 0.0166214 0.0151432 0.00451465 0.00284444 0.0106286 0.00289371 0.00773486 0.00654306 0.00378778 0.00213763 0.00275528
internal_count=3910 3861 3687 3528 3088 2947 1112 519 1835 1001 834 711 314 196 397
is_linear=0
shrinkage=0.00196078


Tree=3152
num_leaves=15
num_cat=0
split_feature=403 453 4 403 160 16 13 52 48 47 133 49 42 15
split_gain=0.00014281 0.000125856 0.00015532 9.65746e-05 0.000130512 0.000274569 0.000147796 0.000160296 0.000119471 0.000142031 0.000174798 0.000107184 7.93712e-05 1.83322e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.28937500000000005 0.09389500000000002 -1.0000000180025095e-35 -0.008069999999999999 -0.37340499999999993 0.048490000000000012 0.094800000000000009 0.09550500000000002 0.084630000000000025 -0.047309999999999998 0.088345000000000021 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 9 10 11 -8 13 -9
right_child=1 -3 -4 -5 6 -7 7 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.0006915125366893449 -0.0010615574820812843 -0.00062850148712640741 0.00056427518880023222 -0.00055753779859044246 -0.00043192362440901632 0.00018728601019196939 -0.00010262927719699723 0.00052173535403771305 0.00062892552818080596 0.00043755472122931189 0.00046110615894658091 -0.00075803373861404099 0.00098394746586828643 0.00017127690557777053
leaf_weight=0.001065930157421696 0.0011026782130969621 0.001010250789647448 0.0018998546175571706 0.001053751718093931 0.0015182934940968498 0.0014444071068752899 0.0018104813303789456 0.0010495816774449412 0.0010509718595777331 0.0015318830285417362 0.0010221384362086305 0.0017361982612015599 0.0010225930018445961 0.0010712457224528737
leaf_count=930 531 96 384 287 76 342 107 84 115 73 264 423 94 104
internal_value=0 1.81016e-05 5.583e-05 -6.8376e-06 3.3572e-05 -0.00035336 0.000116999 0.000197952 4.20426e-05 -5.90601e-05 -0.000225571 -0.000423468 0.000552666 0.000344716
internal_weight=0 0.0183243 0.0173141 0.0154142 0.0143605 0.00254709 0.0118134 0.0102951 0.00715167 0.0061007 0.00456882 0.00354668 0.00314342 0.00212083
internal_count=3910 2980 2884 2500 2213 873 1340 1264 982 867 794 530 282 188
is_linear=0
shrinkage=0.00188464


Tree=3153
num_leaves=12
num_cat=0
split_feature=2 40 3 4 42 47 4 48 4 3 2
split_gain=3.69503e-05 0.000126485 9.67187e-05 9.02923e-05 0.000100036 9.62717e-05 8.85894e-05 8.7216e-05 8.13671e-05 7.42526e-05 9.96644e-07
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10420500000000001 -0.08422499999999998 -0.088669999999999985 0.09252500000000001 0.05309500000000001 0.083775000000000002 0.053925000000000008 0.11476000000000001 0.11680500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 10 -10 -2
right_child=8 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.019431954225742096 0.014071185901146574 -0.013305106858781723 0.015767455340290455 0.016910307084043227 -0.011857771683926261 -0.016337259782984653 0.01431776299702364 0.0059248769287830625 0.0072233646408720008 -0.01463055335894113 0.011518706760123823
leaf_weight=0.0011970176467603509 0.0010096533727868354 0.0017817897791568222 0.0011800188708960277 0.0011200641561702022 0.0018052050108659525 0.0012017823418359053 0.0013532598535316476 0.0018346319024573074 0.0010507148607879794 0.0010020886695665575 0.0010090190144826866
leaf_count=266 141 608 116 181 1299 233 232 208 293 121 212
internal_value=0 -0.00176182 0.000296368 -0.00171053 0.00111371 -0.00174239 0.00177043 -0.00289456 0.00460722 -0.00344476 0.0127953
internal_weight=0 0.0114738 0.0102768 0.00909673 0.00731494 0.00619488 0.0049931 0.00363984 0.00407148 0.0020528 0.00201867
internal_count=3910 3143 2877 2761 2153 1972 1739 1507 767 414 353
is_linear=0
shrinkage=0.0574375


Tree=3154
num_leaves=13
num_cat=0
split_feature=133 0 50 16 0 47 1 3 4 133 0 4
split_gain=3.77719e-05 8.44841e-05 5.33233e-05 6.39691e-05 8.49144e-05 6.86479e-05 0.000137589 9.03264e-05 8.1101e-05 7.82854e-05 8.66986e-05 0.000110634
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.31524000000000002 -0.061129999999999997 0.081320000000000017 0.11235500000000002 -0.084129999999999996 0.25367000000000006 0.077945 -0.23029999999999998 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -7 10 -9 -12
right_child=-2 -3 -4 -5 -6 8 -8 9 -10 -11 11 -13
leaf_value=-0.01195669162889001 -0.0086969793129685821 0.013463364297789526 -0.0092354213343271499 -0.0089314462493872045 0.012539935777930038 -0.01613363193609383 0.018562300580725267 0.0080181881297440756 0.0020130439067439086 0.013329597263449152 0.0040586654523610136 -0.017180745372294672
leaf_weight=0.0011807348777971936 0.0010502302873696958 0.0010446943483009624 0.0013759010871094391 0.0013937588959871986 0.0014174848659324587 0.0011028278354970041 0.0010048252173001778 0.0014810536099572075 0.0010844775628582211 0.001147022500942169 0.0010692286136964272 0.0011094851574667448
leaf_count=637 545 74 564 350 308 199 208 89 76 229 425 206
internal_value=0 0.000558735 -0.000449838 0.000558267 0.00180638 0.000148943 0.0024279 -0.000279767 -0.00713641 0.00258854 -0.000777857 -0.00675726
internal_weight=0 0.0144115 0.0133668 0.0119909 0.0105971 0.00917966 0.00699235 0.00598752 0.00218731 0.00480679 0.00365977 0.00217871
internal_count=3910 3365 3291 2727 2377 2069 1794 1586 275 949 720 631
is_linear=0
shrinkage=0.0471187


Tree=3155
num_leaves=11
num_cat=0
split_feature=1 52 0 0 4 4 13 151 2 16
split_gain=3.64088e-05 7.19273e-05 8.84959e-05 0.00011441 0.000144429 8.21924e-05 8.02227e-05 7.73865e-05 0.000112631 7.67671e-05
threshold=0.12730000000000002 0.11588000000000002 -0.077944999999999987 -0.10071499999999999 -0.076329999999999995 -0.49837999999999999 -0.070604999999999987 -0.0088999999999999982 0.091525000000000009 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -4 -7 -1 9 -9
right_child=-2 -3 5 4 -6 6 -8 8 -10 -11
leaf_value=-0.0074691011560757137 0.0064782610545442336 -0.010256342908375822 -0.0053623015328306614 0.00062951978036865667 -0.025042290283979477 0.021857130687234484 0.0045608868447737346 -0.0096631738214289047 0.014300870068690179 0.0078805185394988254
leaf_weight=0.0018054123419161267 0.0018033702393227278 0.0017352390746292147 0.0010038152703127079 0.0010471219944084946 0.0010595857374025392 0.0010289034463608869 0.0017246412734434969 0.0013868197756594924 0.0017182232618371193 0.0010556934103742649
leaf_count=192 345 564 158 685 779 215 572 109 223 68
internal_value=0 -0.000935822 0.000431298 -0.00246129 -0.0122823 0.00664616 0.0110239 0.00100661 0.00468437 -0.00208051
internal_weight=0 0.0135655 0.0118302 0.00807286 0.00210671 0.00375736 0.00275354 0.00596615 0.00416074 0.00244251
internal_count=3910 3565 3001 2056 1464 945 787 592 400 177
is_linear=0
shrinkage=0.0490223


Tree=3156
num_leaves=15
num_cat=0
split_feature=0 1 2 3 43 52 52 151 51 457 4 2 3 16
split_gain=0.000235487 0.00017147 0.000295468 0.000177329 0.000190529 0.000171101 0.000175262 0.000118285 0.000108988 0.000124361 9.91874e-05 0.00016451 0.000233494 0.000232746
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 -0.084129999999999996 -0.077544999999999989 -0.27466499999999994 -0.091329999999999981 0.056555000000000001 -0.07742499999999998 0.041935000000000007 -0.077679999999999985 0.091025000000000009 0.090325000000000003 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7 8 -8 10 -10 13 -13 -12
right_child=-2 5 -4 4 -6 6 7 -9 9 -11 11 12 -14 -15
leaf_value=-0.00057936630842800037 0.00088521996303275556 -0.00065478894391984464 -0.0011496146609477616 0.00070923154884521738 -0.00028452165204859094 0.00077991959170589642 -0.00047595724934929219 -0.00056722957385757446 0.00051550142478237119 0.00075403928636553802 0.0002768565639414077 0.00096255470245237276 -0.00019150407211610064 -0.0008342227283609819
leaf_weight=0.0018168318653307152 0.0010157407205079695 0.0011279800941778181 0.0012880091876817153 0.0013611450409968286 0.00149715665567754 0.0013525511538626253 0.0010313481020253644 0.001050854215173507 0.001564709850827131 0.0012177475894763166 0.0012264669040396303 0.0011506014720610008 0.0014827190036448175 0.001612976990508678
leaf_count=798 44 207 339 270 573 217 116 103 281 148 145 170 136 363
internal_value=0 -6.50766e-05 -0.000334376 -0.000109776 0.000188711 6.02063e-05 0.000129197 4.40564e-05 0.000113229 0.000186837 8.869e-05 -3.3339e-05 0.00031275 -0.000354304
internal_weight=0 0.0187811 0.00596314 0.00467513 0.0028583 0.012818 0.01169 0.0103374 0.00928657 0.00825522 0.00703747 0.00547276 0.00263332 0.00283944
internal_count=3910 3866 1980 1641 843 1886 1679 1462 1359 1243 1095 814 306 508
is_linear=0
shrinkage=0.00192234


Tree=3157
num_leaves=12
num_cat=0
split_feature=42 42 51 1 42 52 16 4 3 151 1
split_gain=3.43015e-05 6.80543e-05 3.99703e-05 7.06748e-05 9.1218e-05 6.99331e-05 0.000157669 9.87699e-05 8.32802e-05 6.00624e-05 0.000108316
threshold=-0.11145999999999999 -0.088669999999999985 -0.07742499999999998 0.122185 0.092145000000000019 0.084240000000000023 -0.069894999999999985 -0.077679999999999985 -0.080744999999999997 -0.0088999999999999982 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -9 -10 -11
right_child=1 2 3 -5 -6 6 -8 8 9 10 -12
leaf_value=-0.009922601877722665 0.014092816745176333 -0.0080321502822639362 0.018356531883236479 0.012969323473686935 -0.012628843236275392 -0.019384203563298539 0.0080077446569468309 0.014973078126339561 -0.013388499719850714 -0.0076050413552608779 0.015710006661156063
leaf_weight=0.0010072979452140649 0.0010578992432835532 0.0018302034870218099 0.001285105708016516 0.0012820514954837168 0.0016588818595101975 0.0013208063464662653 0.0012433643696530038 0.0010254678636829554 0.0011329395194794646 0.0014861863179205441 0.0010269554264777441
leaf_count=229 251 578 335 320 601 528 193 400 171 199 105
internal_value=0 0.000616505 -0.000456067 0.000753676 -0.000784786 0.00152108 -0.00610187 0.00480254 0.00107395 -0.00283521 0.00192228
internal_weight=0 0.0143499 0.013292 0.0114618 0.0101797 0.00852083 0.00256417 0.00595665 0.00467155 0.00364608 0.00251314
internal_count=3910 3681 3430 2852 2532 1931 721 1210 875 475 304
is_linear=0
shrinkage=0.0552071


Tree=3158
num_leaves=14
num_cat=0
split_feature=11 3 124 0 1 1 13 42 16 4 2 2 13
split_gain=3.65467e-05 4.34098e-05 4.9941e-05 9.00536e-05 9.26692e-05 0.000112023 0.000128657 6.01833e-05 5.87834e-05 8.36115e-05 4.62219e-05 4.3347e-05 3.23281e-05
threshold=0.080455000000000013 -0.10628499999999998 -0.048219999999999992 -0.053834999999999994 0.12263000000000002 0.11183500000000002 -0.084184999999999996 0.088235000000000022 -0.085924999999999987 0.0021050000000000005 0.092745000000000008 0.090695000000000012 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 6 -4 8 11 -10 -1 -8 -5
right_child=-2 2 3 12 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0001892521454399792 -0.0090835094097551014 0.0096743354293861092 -0.01264638950576737 -0.0044943955812788211 0.015095669200381089 -0.016331389708209944 -0.011273849106928212 0.015798585998189216 -0.0010362893498251479 0.018428092380428411 0.015186451210687499 0.0035117233623485644 -0.017191583728958335
leaf_weight=0.0010139173406550827 0.0010851464122684324 0.0011321798381079802 0.0013855991050876169 0.0010019399954450977 0.0010236186682859886 0.0010979465537071242 0.0010642025419598114 0.001039870392474696 0.0012756544907162959 0.0010438373467697715 0.0010204539962389188 0.0010008904520995192 0.0010880836237239229
leaf_count=170 241 309 730 127 157 128 224 592 648 106 113 156 209
internal_value=0 0.000627799 -0.000526407 -0.00157426 0.000655877 -0.00121322 0.00122419 0.00476724 0.00215098 0.00772324 0.0075233 -0.00410771 -0.0111047
internal_weight=0 0.0141882 0.0121538 0.0110216 0.00893162 0.007908 0.00681005 0.00542446 0.00438458 0.00231949 0.00203437 0.00206509 0.00209002
internal_count=3910 3669 3386 3077 2741 2584 2456 1726 1134 754 283 380 336
is_linear=0
shrinkage=0.0510028


Tree=3159
num_leaves=15
num_cat=0
split_feature=403 48 158 50 4 52 1 49 4 15 4 48 12 12
split_gain=0.000126581 0.000112829 0.000140981 0.000165681 0.000129156 9.63561e-05 9.87279e-05 0.00018647 0.000169345 8.24734e-05 0.000146286 0.000145254 8.3138e-05 4.23114e-05
threshold=-1.0000000180025095e-35 0.12862000000000004 0.085745000000000002 0.088560000000000014 0.27020000000000005 -0.27466499999999994 0.10444500000000001 -0.084114999999999981 0.074650000000000008 -0.0071449999999999994 -0.08422499999999998 0.08407000000000002 0.086935000000000012 0.081080000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 11 13 -9 -12 -11
right_child=1 -3 -4 -5 -6 6 8 9 -10 10 12 -13 -14 -15
leaf_value=-0.00067706602657959642 -0.0003755167304866132 -0.00055872703962675215 -0.00062193546129557704 -0.00055309268008741155 0.00070585659994314273 -0.00068544726320535145 0.00099298754552857508 -0.0006134434280729024 -2.9543187550480756e-05 0.00029563958428773299 0.0010241155585754467 0.00026904491881104268 0.000306247007021521 -0.00023272178688830993
leaf_weight=0.0010394566029936275 0.001398946916631485 0.001182751568347711 0.0010670387925922542 0.0013102879060999497 0.0015709299748619234 0.0010929499799406843 0.0013295469890710126 0.0011782150837565423 0.0011712687966503044 0.00100792764580304 0.0012571100449245273 0.001832181492793801 0.0012243382513107415 0.0013812663685367245
leaf_count=930 335 116 315 481 307 133 157 270 41 88 115 200 298 124
internal_value=0 2.66534e-05 6.78114e-05 0.000114526 0.000175086 0.000110318 0.000169549 7.35369e-05 0.00051408 0.000178794 0.000336487 -7.63452e-05 0.000669922 -9.82234e-06
internal_weight=0 0.0180048 0.016822 0.015755 0.0144447 0.0128738 0.0114748 0.00897399 0.00250082 0.00788104 0.00487064 0.0030104 0.00248145 0.00238919
internal_count=3910 2980 2864 2549 2068 1761 1426 1228 198 1095 625 470 413 212
is_linear=0
shrinkage=0.00196078


Tree=3160
num_leaves=12
num_cat=0
split_feature=133 40 133 42 160 3 52 151 4 48 52
split_gain=3.545e-05 7.85481e-05 7.90695e-05 0.000143909 7.95707e-05 0.000113415 9.37209e-05 7.91499e-05 0.000200644 0.000126977 7.05975e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084925000000000014 0.048490000000000012 -0.0088999999999999982 0.074650000000000008 0.08784500000000002 0.11262000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 9 -9 -8
right_child=-2 2 3 4 6 -7 10 8 -10 -11 -12
leaf_value=0.014184656677470004 -0.0095282345504979736 0.010573676034385388 -0.018778753495096133 -0.021521633483915097 -0.012330722293361414 0.0011624988303666805 0.021307230620683862 -0.013881417699568983 0.01918737001232107 0.0096602581814485659 0.0020721600981740097
leaf_weight=0.0011095727493102376 0.0010382799291428447 0.001589817978375427 0.0012862986374518699 0.0010421558954693596 0.0013030705992256499 0.0015342689341886484 0.0011286197138694054 0.0018110826728616348 0.0013832486454362202 0.0010020571659077881 0.0010253964353542644
leaf_count=253 545 587 539 657 237 151 139 439 160 106 97
internal_value=0 0.000628473 -0.000519211 -0.00205059 5.27935e-05 -0.00801316 0.00276807 -0.000906846 0.00264052 -0.00549573 0.0121506
internal_weight=0 0.0142156 0.013106 0.0115162 0.0102299 0.00257642 0.00765348 0.00549946 0.00419639 0.00281314 0.00215402
internal_count=3910 3365 3112 2525 1986 808 1178 942 705 545 236
is_linear=0
shrinkage=0.0530633


Tree=3161
num_leaves=12
num_cat=0
split_feature=1 4 39 16 51 151 2 0 13 13 4
split_gain=3.72054e-05 8.99731e-05 6.53257e-05 8.0238e-05 0.000143815 8.45099e-05 0.000105561 5.12493e-05 5.06173e-05 0.00011083 4.72799e-05
threshold=0.085835000000000009 -0.082054999999999975 0.005105000000000001 -0.055679999999999993 -0.024374999999999997 -0.0088999999999999982 0.090420000000000014 -0.10209999999999998 -0.0101 -0.083924999999999986 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -2 7 -7 9 -3 -1
right_child=2 8 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0066299913326410926 -0.0094544612175635253 -0.018261855223581043 0.013903754514266613 0.003616833472731942 -0.025489398786637855 -0.0084860670042661169 0.022338301402102977 0.009904444424237803 -0.02204863413307518 0.0092850449401352831 0.009518281673384579
leaf_weight=0.001030775773936227 0.0011839734957847792 0.0011782916383620576 0.0015316161066739114 0.0015050473415097257 0.0010856481992663619 0.0010809959492829591 0.0014129669289363643 0.0011748186010151433 0.0010151477688509439 0.0010058476742402678 0.001944128858272031
leaf_count=75 144 600 372 336 298 65 166 329 409 566 550
internal_value=0 -0.00370742 0.00243989 8.1005e-05 -0.00858033 0.00470495 0.00927442 0.00109163 -0.0108027 -0.00557586 0.00392306
internal_weight=0 0.00617419 0.00897507 0.00744345 0.0025907 0.00485275 0.00366878 0.00225581 0.00319929 0.00218414 0.0029749
internal_count=3910 2200 1710 1338 634 704 560 394 1575 1166 625
is_linear=0
shrinkage=0.0609531


Tree=3162
num_leaves=10
num_cat=0
split_feature=51 150 160 0 133 1 2 3 43
split_gain=3.52571e-05 6.5818e-05 7.8745e-05 6.24706e-05 8.41432e-05 7.10517e-05 9.48802e-05 0.000120752 8.76585e-05
threshold=0.12190000000000002 0.10871000000000001 -0.085519999999999985 -0.19631499999999999 -0.0023199999999999996 0.11368000000000002 0.10393500000000001 -0.08824499999999999 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -9
right_child=-2 -3 3 4 5 -7 -8 8 -10
leaf_value=0.012517851333692084 -0.010388133032576137 0.014902518226470781 -0.013566089475726078 -0.011634917915620631 -0.0093696323866234461 0.013929144262878423 -0.011378998080193041 0.020478575721297201 0.0013542801246377374
leaf_weight=0.0014364785138279981 0.001054682510102615 0.0010396973725801074 0.001413329703101482 0.001870891444683589 0.0015764460145138099 0.0014442091718312238 0.0019285246304575586 0.0015514926371497416 0.0017511703205321276
leaf_count=586 220 197 116 911 366 297 345 424 448
internal_value=0 0.00071936 -0.000417364 -0.00202807 -0.000417134 0.00212621 -0.000377732 0.00397065 0.0103383
internal_weight=0 0.0140122 0.0129725 0.0115361 0.0101227 0.00825184 0.00680763 0.00487911 0.00330266
internal_count=3910 3690 3493 2907 2791 1880 1583 1238 872
is_linear=0
shrinkage=0.0585862


Tree=3163
num_leaves=12
num_cat=0
split_feature=52 52 43 160 16 15 43 1 48 0 3
split_gain=3.33703e-05 8.2906e-05 7.04499e-05 4.78926e-05 4.63635e-05 0.000117285 0.000114824 0.000119304 7.10506e-05 5.04515e-05 2.98986e-05
threshold=-0.27466499999999994 -0.081429999999999989 -0.053009999999999995 0.098455000000000015 -0.110495 -0.10469999999999999 -0.014114999999999997 0.092385000000000009 0.084905000000000022 -0.11756999999999999 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 -7 10 9 -3 -8
right_child=1 3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0078038060889686605 0.019184702448085292 0.00040729089319530405 0.0012026505730848226 -0.011588437790453477 -0.017850700410032377 -0.0098375697367217504 0.0050510412316502138 0.019561266420185429 -0.0065452584301639227 0.013789812156316859 -0.0070274119735152241
leaf_weight=0.0013154614440949565 0.0010617017541636312 0.001251254351312305 0.0012157061500869142 0.0010253594560827852 0.0011109162811304635 0.0018153530074797876 0.0010756753449397464 0.0011302591514554122 0.0011731580711821414 0.0017685754892223264 0.0010569292972970679
leaf_count=425 328 197 218 160 208 989 623 153 156 374 79
internal_value=0 0.000701016 0.00958568 -0.00107273 -3.41806e-05 -0.00283952 0.000444337 0.00616486 0.0041067 0.00824482 -0.000935099
internal_weight=0 0.0136849 0.00227741 0.0114075 0.0103821 0.00618913 0.00507822 0.00326286 0.00419299 0.00301983 0.0021326
internal_count=3910 3485 546 2939 2779 2052 1844 855 727 571 702
is_linear=0
shrinkage=0.0510028


Tree=3164
num_leaves=12
num_cat=0
split_feature=0 1 15 151 49 13 151 42 14 2 15
split_gain=3.56009e-05 7.30493e-05 0.000120787 8.9066e-05 0.000133816 7.14609e-05 7.05415e-05 7.42298e-05 8.00148e-05 8.78702e-05 8.50762e-05
threshold=0.15480500000000005 0.076710000000000014 0.083935000000000023 0.056555000000000001 -0.047309999999999998 -0.082014999999999991 -0.03268999999999999 0.08955500000000001 -1.0000000180025095e-35 0.086650000000000019 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -6 8 -8 10 -10
right_child=-2 3 -4 -5 6 -7 7 -9 9 -11 -12
leaf_value=-0.0068436564934543842 0.0096261792118696576 0.018468673571839823 0.0043562603678519935 -0.014337609534170417 -0.012193702774719734 -0.027036915243971397 -0.007620949229217887 -0.011321908543232088 -0.0061595792353358828 0.023409552635763522 0.014549944588588453
leaf_weight=0.0013033278907858689 0.0011584303469107634 0.0016429633212578917 0.0016869371701053524 0.0010074135469498409 0.0012357879711150941 0.001039105299788206 0.0011190913322680291 0.0010021598111316218 0.0013155305491177149 0.0011129143673218028 0.0013022280712952487
leaf_count=498 74 271 860 130 183 597 133 440 163 275 286
internal_value=0 -0.000857981 -0.00736219 0.00183329 0.00369922 -0.0158014 0.000275594 0.00290881 0.00584946 0.00989019 0.00414256
internal_weight=0 0.0137675 0.00402937 0.00973809 0.00873068 0.00234243 0.00708771 0.00585192 0.00484976 0.00373067 0.00261776
internal_count=3910 3836 1955 1881 1751 1095 1480 1297 857 724 449
is_linear=0
shrinkage=0.0574375


Tree=3165
num_leaves=15
num_cat=0
split_feature=403 403 42 48 484 52 52 2 2 4 16 1 16 51
split_gain=0.000172132 9.74785e-05 0.000124805 0.000151962 0.000120804 0.000122878 0.000153733 0.00013318 0.000260649 9.72481e-05 0.000156228 0.00013454 0.000109518 8.7491e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 0.12862000000000004 -0.0043499999999999988 -0.37613999999999997 -0.07984999999999999 0.10393500000000001 0.11260500000000001 -1.0000000180025095e-35 -0.25582999999999995 0.092550000000000007 -0.084184999999999996 -0.030229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 13 9 -9 12 -11 -12 -8 -7
right_child=1 -3 -4 -5 5 6 7 8 -10 10 11 -13 -14 -15
leaf_value=-0.00074540418736345881 -0.00054937112137760967 -0.00051653062156142729 0.00059033057099556877 -0.00067966858710621827 -0.00049503987697796341 0.0010171868205220689 1.8958090809772652e-05 -0.0010206311649285599 0.00015898634751593325 0.00053326599308959276 0.0001541366177588108 -0.00074050579413226898 0.00073663917179400261 0.00029012628064040618
leaf_weight=0.0010487967330956331 0.00102383631132666 0.0010507614140157556 0.0015191559080583094 0.0010176905109939302 0.001052479736500027 0.0010341224734441573 0.0012408052791066122 0.0010446171114369056 0.0018323738906999665 0.001293065638444718 0.0012305652629458408 0.0011597390746332439 0.0019299016480541068 0.0013622987448755801
leaf_count=930 459 307 299 81 292 143 149 88 220 150 122 75 389 206
internal_value=0 4.02867e-05 7.52365e-05 2.38284e-05 7.42334e-05 0.000122676 0.000176284 7.09838e-05 -0.000269325 0.000213828 5.54644e-06 -0.00027993 0.000455786 0.000603873
internal_weight=0 0.0177914 0.0167407 0.0152215 0.0142038 0.01318 0.0121275 0.00973107 0.00287699 0.00685408 0.00368337 0.0023903 0.00317071 0.00239642
internal_count=3910 2980 2673 2374 2293 1834 1542 1193 308 885 347 197 538 349
is_linear=0
shrinkage=0.00188464


Tree=3166
num_leaves=16
num_cat=0
split_feature=124 12 48 42 403 50 4 13 2 43 43 160 15 151 1
split_gain=8.65892e-05 0.000132833 0.000139602 0.000108195 0.000170984 0.000141782 0.000167568 0.000131395 0.000135277 0.000134533 0.000147969 0.00011355 9.26201e-05 9.0716e-05 8.00803e-05
threshold=1.0000000180025095e-35 0.11540500000000002 0.12862000000000004 -1.0000000180025095e-35 0.03138500000000001 0.086465000000000014 0.40359500000000004 -0.032264999999999995 0.106285 0.070805000000000021 -0.074254999999999988 0.086110000000000006 -0.053579999999999996 -0.0074049999999999993 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 11 10 12 13 -5 -9 -15
right_child=-2 -3 -4 5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.00089791786102709568 0.00053841461544344596 -0.00072175793603012196 -0.00068810212033382158 0.00039052366822447579 0.00018589105552838317 -0.00050574396066703378 0.00085250750097940462 0.00079599526039900214 0.00090272229825369692 0.00046124430674991267 -0.00080201413292981102 -0.00039404618238637835 -0.00036141924032145667 0.00041660652754694122 -0.00027658444782731637
leaf_weight=0.0010716466023499962 0.0010045371437835673 0.0010012197814966697 0.001022316207007933 0.0011192127135903574 0.0010800297026702099 0.0012459902134739674 0.0012142642177221724 0.0010399412701667483 0.0010998697065734732 0.0010996633803993378 0.0013905276171959054 0.0010770664037254175 0.0013183984535826091 0.0014446663277514248 0.001073473720544527
leaf_count=735 100 202 100 311 206 473 252 71 116 105 617 78 307 129 108
internal_value=0 -4.21304e-05 -3.77099e-07 4.56513e-05 -0.000353902 0.000111163 0.00017588 9.88273e-05 0.000296634 -0.000131382 -0.000301619 0.000152816 -1.61697e-05 0.000318357 0.000121102
internal_weight=0 0.0172983 0.0162971 0.0152748 0.00215168 0.0131231 0.0118771 0.0106628 0.00573502 0.0049278 0.00382814 0.00463515 0.00243761 0.00355808 0.00251814
internal_count=3910 3810 3608 3508 941 2567 2094 1842 502 1340 1235 386 618 308 237
is_linear=0
shrinkage=0.00192234


Tree=3167
num_leaves=12
num_cat=0
split_feature=4 158 124 3 4 3 150 42 133 3 4
split_gain=3.08281e-05 5.01954e-05 5.84762e-05 0.000115284 0.000110212 0.000129759 7.19592e-05 7.41838e-05 0.000142625 8.24734e-05 6.50289e-05
threshold=0.28937500000000005 1.0000000180025095e-35 -0.018779999999999995 0.13772500000000001 -0.08422499999999998 -0.11266 0.086765000000000023 -0.088669999999999985 -1.0000000180025095e-35 -0.078669999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 -9 -10 -11
right_child=-2 -3 3 -5 6 -7 -8 8 9 10 -12
leaf_value=-0.012438192546499412 0.006912733541441631 -0.012823264626791184 0.00063808469539216488 0.017370360958380897 0.018094393909152299 -0.02678311677782886 -0.0077529997937311164 -0.016260142944011773 -0.0046505014762246374 0.023788600334350329 0.0053724893973409581
leaf_weight=0.0010851225704581529 0.0017791514494968691 0.001045502258445209 0.0011992894053643646 0.0012493422070666014 0.0011662892276721676 0.00100641773594557 0.0017075110709817822 0.0010328797459627928 0.0012082819623569652 0.0010665105021438045 0.0014142034677297284
leaf_count=171 426 413 209 114 193 432 217 568 658 331 178
internal_value=0 -0.000984139 3.58002e-05 0.00126068 -0.000792755 -0.0118736 0.00242502 0.00537655 0.00223528 0.0074138 0.01329
internal_weight=0 0.0131814 0.0121358 0.0110507 0.00980138 0.00220571 0.00759568 0.00588816 0.00472188 0.003689 0.00248071
internal_count=3910 3484 3071 2900 2786 641 2145 1928 1735 1167 509
is_linear=0
shrinkage=0.0563112


Tree=3168
num_leaves=16
num_cat=0
split_feature=403 48 48 1 2 14 2 43 4 52 457 4 12 13 2
split_gain=0.000171946 0.000108359 0.000114328 0.000183736 0.000216944 0.000511398 0.000131733 0.000125071 9.63771e-05 0.000130462 8.43629e-05 6.67626e-05 6.04888e-05 5.63831e-05 3.99555e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.12862000000000004 0.10420500000000001 1.0000000180025095e-35 -0.23083499999999998 0.10393500000000001 -0.075819999999999985 0.015635000000000003 0.071660000000000015 0.082870000000000013 -0.076854999999999993 0.089745000000000005 -0.0082649999999999998 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 7 -6 8 -5 9 10 11 -3 -11 -10 -8
right_child=1 2 -4 4 5 -7 14 -9 13 12 -12 -13 -14 -15 -16
leaf_value=-0.00077078138253768697 -0.00057659680936330789 -0.00018436562400698926 -0.00051206641352789252 -0.00038213655165246469 -0.00023867198551848085 0.0015447506479890742 -0.00075436140818107612 0.00048117278840904772 0.00073882184981979675 4.0294558280501903e-05 0.00011979488168928414 -0.00081562775484018914 0.00067447425402638217 0.00010679428627542694 -0.00020221672857470015
leaf_weight=0.0010696870501875995 0.0010380104745969501 0.0014439954832597512 0.0011823081459615406 0.0013744911769844304 0.0010344087488809899 0.0015362510867377934 0.001009054080610426 0.0012159552393655147 0.0011294813930327573 0.0012769982406546226 0.0014831941154698595 0.0011628459506605117 0.0010567556436190499 0.0010445235511791912 0.0010064851067978064
leaf_count=930 106 288 116 163 104 304 163 133 155 249 131 556 253 71 188
internal_value=0 3.83823e-05 7.60284e-05 0.000120107 0.000423568 0.000827119 -2.74624e-05 2.31007e-05 7.83052e-05 -4.24645e-05 -0.000253541 -0.000465956 0.00032746 0.000435158 -0.000478641
internal_weight=0 0.0179948 0.0169567 0.0157744 0.00516111 0.00257066 0.0106133 0.00259045 0.00859779 0.00642379 0.00409004 0.00260684 0.00233375 0.002174 0.00201554
internal_count=3910 2980 2874 2758 704 408 2054 296 1703 1477 975 844 502 226 351
is_linear=0
shrinkage=0.00196078


Tree=3169
num_leaves=12
num_cat=0
split_feature=43 40 16 42 16 43 160 0 12 15 457
split_gain=3.15406e-05 9.41857e-05 7.92915e-05 0.000135553 8.51381e-05 7.38007e-05 0.000110104 0.00012797 0.000138299 5.48387e-05 5.27134e-05
threshold=0.16180500000000003 -0.079539999999999986 0.081265000000000018 0.091230000000000019 -0.0049699999999999996 -0.08768999999999999 -0.076029999999999986 -0.15713499999999997 0.084100000000000022 0.085120000000000015 0.082870000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 10 -9 -10 -8
right_child=-2 2 3 -5 -6 6 7 8 9 -11 -12
leaf_value=0.018015743177571181 -0.010156115450503307 -0.013382952977688252 -0.019186880367375429 0.007492705324502919 0.014542881457433774 -0.015256448185755602 -0.01549784807424529 0.025837721813886126 -0.0070946586220288219 0.011774266284925847 0.0030473514100664225
leaf_weight=0.001037974480682863 0.0010263091269278159 0.0013453728359984433 0.0018448137526023709 0.0010770982756223031 0.0015850997978417497 0.0011229090424865673 0.0011033971265728732 0.0015110949854359491 0.0010979486896733792 0.001102166711136476 0.0010860584902011583
leaf_count=251 276 405 473 172 461 481 104 288 395 541 63
internal_value=0 0.000699263 -0.000696677 -0.00935204 0.00184402 -0.000561177 0.00189485 0.00515877 0.0119182 0.00235789 -0.00629868
internal_weight=0 0.0139139 0.012876 0.00292191 0.00995405 0.00836895 0.00702358 0.00590067 0.00371121 0.00220012 0.00218946
internal_count=3910 3634 3383 645 2738 2277 1872 1391 1224 936 167
is_linear=0
shrinkage=0.0597579


Tree=3170
num_leaves=13
num_cat=0
split_feature=51 15 15 151 457 49 15 15 15 4 4 16
split_gain=3.07277e-05 7.43567e-05 7.62428e-05 6.32748e-05 7.48103e-05 7.33722e-05 0.000116954 5.66637e-05 7.33443e-05 7.05725e-05 8.32233e-05 5.81568e-05
threshold=0.12190000000000002 -0.24219999999999997 -0.11739999999999999 -0.088294999999999985 0.088175000000000017 -0.0057999999999999987 -0.021529999999999997 -0.07142999999999998 0.088615000000000013 -0.08422499999999998 -0.0010999999999999996 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7 9 11 -11 -9
right_child=-2 2 3 4 -6 7 -8 8 -10 10 -12 -13
leaf_value=0.013100998792548314 -0.0080568355103510791 -0.012432206172938243 0.012251804565561146 0.0018453151363199715 0.01146506374254134 -0.0090682917786247645 -0.020638491646204769 -0.0070995789074830874 -0.0091609724716965654 0.018075471216387022 0.00078186452384318189 0.0074677139774365631
leaf_weight=0.0010125230386101797 0.0010261958508856568 0.0011157154692675855 0.0010041897465408187 0.0010516272007469875 0.0011066193703600019 0.0011948530103347782 0.0010865210429404104 0.0014886094607917764 0.0010606609354659432 0.0014307717532099108 0.0011671022709822357 0.0011014254832749214
leaf_count=302 220 279 201 215 116 455 217 449 758 330 215 153
internal_value=0 0.000562952 -0.000428223 0.000717226 -0.000366484 -0.00173296 -0.00958005 0.000521139 0.00235483 0.00470922 0.0103063 -0.000904764
internal_weight=0 0.0138206 0.0128081 0.0116924 0.0106882 0.00958157 0.00213815 0.00744342 0.00624857 0.00518791 0.00259787 0.00259003
internal_count=3910 3690 3388 3109 2908 2792 432 2360 1905 1147 545 602
is_linear=0
shrinkage=0.0480611


Tree=3171
num_leaves=14
num_cat=0
split_feature=12 12 52 0 2 150 3 15 15 3 3 52 2
split_gain=5.82369e-05 8.2108e-05 0.000121989 0.000107062 0.000135722 9.03164e-05 0.000136215 0.000121763 0.000115865 0.000110643 8.5337e-05 6.3817e-05 5.91497e-05
threshold=0.11655500000000001 0.10333000000000002 -0.27466499999999994 -0.06402999999999999 0.095195000000000016 0.082965000000000025 -0.089974999999999986 -0.0089749999999999986 -0.10071499999999999 0.094625000000000015 0.096385000000000012 0.084240000000000023 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 10 -7 -8 12 -9
right_child=-2 -3 3 4 -6 9 7 11 -10 -11 -12 -13 -14
leaf_value=-0.00059484671743347851 -0.00045707638847004725 0.00050988892323626316 -0.00075970482531173935 0.00076928375166770806 -1.9276053539320672e-05 -7.6950413417290365e-05 0.00020531362350383132 9.7749440111431974e-05 -0.00082906435567452284 0.00072971709087826949 -0.00043903147471800882 -0.00016440272717399722 0.00074997024430955943
leaf_weight=0.001269048200292726 0.0010347808838099956 0.0011441543663451752 0.0012022368534049845 0.0014573823755592269 0.001806151368974678 0.0015567290974737172 0.0016667161059631479 0.0010279610618749453 0.0010471873407953058 0.0010536042450500771 0.0013955237721383356 0.0010200034488762047 0.0010273722056495082
leaf_count=373 187 266 392 195 214 292 304 303 423 90 125 542 204
internal_value=0 1.29032e-05 -2.37118e-05 2.71124e-05 0.000332868 -6.36225e-05 -0.000160811 -6.0597e-05 -0.000277086 0.000248643 -8.83273e-05 0.000228687 0.000423766
internal_weight=0 0.0166741 0.0155299 0.0142609 0.00326353 0.0109973 0.008387 0.00718476 0.00410943 0.00261033 0.00306224 0.00307534 0.00205533
internal_count=3910 3723 3457 3084 409 2675 2293 1901 852 382 429 1049 507
is_linear=0
shrinkage=0.00192234


Tree=3172
num_leaves=16
num_cat=0
split_feature=403 403 403 160 474 483 43 16 4 2 3 1 0 1 1
split_gain=0.00014039 0.000104969 0.000147477 0.000161667 0.00022124 0.000332824 0.000135794 0.000126543 0.000155995 0.000114872 0.00019537 0.00011373 0.000101152 7.89952e-05 0.000106524
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.15109999999999998 0.15737500000000001 -0.084009999999999987 0.113945 0.097615000000000021 0.091035000000000019 -0.042499999999999989 0.094695000000000015 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 11 8 -8 10 13 -5 -9 14 -10
right_child=1 -3 -4 6 -6 -7 7 12 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00071299822338137769 -0.0013431995018734681 -0.00057541227375561862 0.00077391143043536754 0.00103265940308759 0.00036413313674903949 0.00014234557199855816 0.00080680589652439179 2.8157420191785876e-06 0.00013975094311261807 -0.00043667511005786482 0.00092889636794336904 0.00013979011942134007 -0.00084436408448713128 0.00040769558245582215 -0.00058332774289012021
leaf_weight=0.0010414344473882479 0.0013327370033651385 0.0010467201599580261 0.0010562706112979816 0.0010438526201828535 0.0011115942749659047 0.0010263788444258909 0.0011546371540924229 0.0011595399778526055 0.0017751401542045646 0.001578154258372314 0.0010390772415190186 0.0011557481981099953 0.0010171797706061544 0.0012197592218296501 0.0014019403978801359
leaf_count=930 440 307 84 69 250 274 130 247 322 208 78 77 141 223 130
internal_value=0 2.73199e-05 6.42747e-05 1.74727e-05 -0.000357063 -0.000696884 0.000121092 2.70259e-05 0.000138969 2.90319e-05 0.000164236 0.000563514 -0.000393071 -1.64716e-05 -0.00017932
internal_weight=0 0.0181187 0.017072 0.0160157 0.00347071 0.00235912 0.012545 0.0103454 0.00816871 0.00701407 0.00543592 0.0021996 0.00217672 0.00439684 0.00317708
internal_count=3910 2980 2673 2589 964 714 1625 1479 1091 961 753 146 388 675 452
is_linear=0
shrinkage=0.00196078


Tree=3173
num_leaves=16
num_cat=0
split_feature=403 403 42 48 484 52 52 49 0 160 4 2 0 1 15
split_gain=0.000181829 0.000102369 0.000117786 0.000112014 0.000134578 0.000119079 0.000184603 0.000123328 0.000101675 0.000189016 0.000161811 0.000163488 0.000204511 8.87762e-05 4.11732e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 0.12862000000000004 -0.0043499999999999988 -0.37613999999999997 -0.07984999999999999 -0.07107999999999999 -0.21145499999999998 -0.079234999999999986 0.25367000000000006 0.10113500000000002 -0.077944999999999987 0.085990000000000011 -0.092669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 13 -8 -9 -10 11 12 14 -7 -11
right_child=1 -3 -4 -5 5 6 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00078205799276035511 -0.00059549341292922868 -0.00053153041649024496 0.00056695551761418563 -0.0005969246805813211 -0.00050133836444710622 0.00027779326162972258 -0.00054264091649069957 0.00054508104563864206 -0.00068738586463902487 0.00014658936255261063 0.00079585773156851428 -0.00059013787185692977 0.00084926367732045954 0.0010052585594650975 -0.00035973961645969599
leaf_weight=0.0010483454743005971 0.0010443450939453163 0.0010987823039887356 0.00149577311748218 0.0010001832763669441 0.0010499856163508547 0.0012307337012938497 0.0011224874489543972 0.0016313040457740539 0.0011185156818132687 0.0010971495809965484 0.0011382531716975907 0.0012185932736500926 0.0011808051423821174 0.0011550342552364978 0.0011882318543073058
leaf_count=930 459 307 299 81 292 139 132 92 343 49 193 88 83 210 213
internal_value=0 2.56519e-05 6.23749e-05 1.26413e-05 5.56507e-05 0.000107438 0.000160347 4.47817e-05 0.000121696 2.21981e-05 0.000158498 3.64014e-06 0.000212392 0.000629985 -0.000116665
internal_weight=0 0.0177702 0.0166714 0.0151756 0.0141754 0.0131311 0.0120811 0.00969534 0.00857285 0.00694155 0.00582303 0.00468478 0.00346619 0.00238577 0.00228538
internal_count=3910 2980 2673 2374 2293 1834 1542 1193 1061 969 626 433 345 349 262
is_linear=0
shrinkage=0.00188464


Tree=3174
num_leaves=12
num_cat=0
split_feature=133 0 50 160 52 151 133 42 15 52 2
split_gain=3.17661e-05 6.44164e-05 5.14764e-05 5.93278e-05 7.34929e-05 6.31291e-05 8.1885e-05 6.03022e-05 8.39033e-05 9.48685e-05 6.81144e-05
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 -0.085519999999999985 0.098910000000000012 -0.084764999999999993 0.065880000000000008 0.090240000000000015 0.024640000000000006 -0.074484999999999982 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -7 -11
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=0.011662936364927866 -0.0089615493177084803 0.013278991705128673 -0.010029578841056683 -0.010533383740118571 -0.013642034430727071 -0.0076618039763231907 0.016268976983401649 0.010372615754231696 -0.013067199876536973 -4.0329011986982494e-06 0.016604758922275673
leaf_weight=0.0012028583383276821 0.0010098497129562055 0.0010052390807764435 0.0013441224390928286 0.0011430843180118772 0.0010425716413229305 0.0017673205328946795 0.0010252540914750408 0.0013693207456077052 0.001360773164602232 0.0014105948701571484 0.0012698692547038959
leaf_count=442 545 74 564 255 187 326 310 306 496 160 245
internal_value=0 0.000593515 -0.000392274 0.00072523 -0.000541184 0.000920218 0.00251625 0.000551871 -0.00176329 0.00169507 0.00786438
internal_weight=0 0.013941 0.0129358 0.0115916 0.0103888 0.00934622 0.00820313 0.00717788 0.00580856 0.00444778 0.00268046
internal_count=3910 3365 3291 2727 2285 2098 1843 1533 1227 731 405
is_linear=0
shrinkage=0.0520229


Tree=3175
num_leaves=11
num_cat=0
split_feature=1 4 4 13 2 12 1 16 15 16
split_gain=3.23569e-05 7.97569e-05 9.54138e-05 6.33454e-05 5.83785e-05 5.82009e-05 0.000113332 0.000102214 0.000108825 6.38444e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.49837999999999999 -0.084084999999999979 0.087005000000000013 -1.0000000180025095e-35 0.092550000000000007 -0.072804999999999981 -0.07142999999999998 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -2 -7 9 -9 -8
right_child=5 3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.0072268074532174618 0.012252846207498662 -0.019184479820534752 0.017710215528509269 0.0062824281871206545 -0.010047101201680944 0.015027072290789702 -0.0044434833278939054 -0.025680630815876598 -0.0013535531716627578 0.014869500049491776
leaf_weight=0.0010205640526114654 0.0017144112799021378 0.0012441667683586082 0.0011830804070530046 0.0013305914814161486 0.0018955489810559534 0.0013862270057889217 0.0013140056477774172 0.0012010715155458061 0.0014486959608495766 0.0011428899209500326
leaf_count=88 436 708 101 436 992 278 207 138 379 147
internal_value=0 -0.0031431 0.00616124 -0.0077297 -0.00331214 0.00245972 -0.000126105 -0.0042395 -0.0123804 0.00454046
internal_weight=0 0.00667395 0.00220364 0.00447031 0.00322614 0.0082073 0.00649289 0.00510666 0.00264977 0.0024569
internal_count=3910 2325 189 2136 1428 1585 1149 871 517 354
is_linear=0
shrinkage=0.0597579


Tree=3176
num_leaves=14
num_cat=0
split_feature=147 52 52 12 12 51 457 12 3 1 12 3 2
split_gain=0.000126434 0.000130057 0.000114693 0.000115781 0.000116023 0.000147803 9.93972e-05 0.000108359 0.000173996 0.00029112 0.000107739 8.99468e-05 0.000171688
threshold=0.087265000000000023 0.18936500000000003 -0.40083499999999994 0.11655500000000001 0.097345000000000015 0.090935000000000016 0.092330000000000009 0.089995000000000006 0.11265500000000002 0.095575000000000007 0.086765000000000023 0.084925000000000014 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 11 12 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00061123491783668003 0.00064559126979740734 -0.00064822886960970774 -0.0006941551915882108 -0.00058047169416769256 0.00054932499020519043 0.00055602352688576505 -0.00061123906393163448 -0.00044436504862209355 -0.00052661906992811677 0.001011766857532431 0.00048081646908572232 0.00038841472835808582 0.00014356500371189924
leaf_weight=0.0010802951560422739 0.0010240214212289293 0.0012454706799582644 0.0017476284191651576 0.0010527930085051608 0.0017167011717624707 0.0016546004720253285 0.00108784202834289 0.0017081863625921937 0.001442306489642769 0.0013465709940264888 0.00145185609277481 0.0010082582480488433 0.0018729927117554354
leaf_count=392 191 444 501 133 319 213 65 452 135 295 421 69 280
internal_value=0 -4.84053e-05 -4.8956e-06 3.58152e-05 7.89637e-05 1.8344e-05 -5.7918e-05 -1.01335e-06 8.43711e-05 0.000203019 2.3923e-05 -0.000119382 -0.000260792
internal_weight=0 0.0184155 0.01717 0.0160897 0.0150369 0.0133202 0.0116656 0.0105778 0.00886961 0.00742731 0.00608074 0.00462888 0.00362062
internal_count=3910 3719 3275 2883 2750 2431 2218 2153 1701 1566 1271 850 781
is_linear=0
shrinkage=0.00192234


Tree=3177
num_leaves=11
num_cat=0
split_feature=4 151 124 3 4 3 42 133 16 0
split_gain=3.14962e-05 5.35634e-05 5.20406e-05 9.44943e-05 8.85224e-05 0.000155134 6.76971e-05 8.87505e-05 7.47947e-05 9.31681e-05
threshold=0.28937500000000005 -0.088294999999999985 -0.018779999999999995 0.15165000000000003 -0.08422499999999998 -0.100615 -0.088669999999999985 -1.0000000180025095e-35 -0.0060199999999999993 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 9 -9
right_child=-2 2 3 -5 6 -7 7 8 -10 -11
leaf_value=0.010448774052604064 0.006720349392267992 -0.013098285642791356 -0.00032436134232725417 0.014964037087788906 0.012100387382459103 -0.027567820801166841 -0.016166584283190975 -0.011933345001625502 0.011577921665724265 0.0054928780276658467
leaf_weight=0.0011029720614733488 0.0017730217155654858 0.0011247003045517954 0.0015416963801435212 0.0010025298577654449 0.0012360662201443143 0.0010157209969425167 0.001042809898930493 0.0017530634516639311 0.0014454683702891718 0.0018443451572969114
leaf_count=253 426 190 290 94 208 430 628 138 516 737
internal_value=0 -0.000965855 -0.00201446 -0.000868872 -0.00247558 -0.0111446 0.000552406 -0.00179311 0.00117916 -0.00299914
internal_weight=0 0.0131094 0.0120064 0.0108817 0.00987917 0.00255742 0.00732175 0.00608569 0.00504288 0.00359741
internal_count=3910 3484 3231 3041 2947 720 2227 2019 1391 875
is_linear=0
shrinkage=0.0541246


Tree=3178
num_leaves=12
num_cat=0
split_feature=52 52 1 49 150 151 2 0 15 43 15
split_gain=3.04099e-05 7.41555e-05 6.32932e-05 3.938e-05 6.75351e-05 5.7582e-05 7.15089e-05 0.000108048 8.90999e-05 9.65516e-05 8.34705e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.085990000000000011 -0.073619999999999977 0.090145000000000017 -0.030624999999999996 0.11085000000000002 0.048265000000000009 -0.10312999999999999 -0.0037249999999999996 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 -7 -10 -11
right_child=1 3 -4 4 -6 6 -8 -9 9 10 -12
leaf_value=-0.008770103457638824 0.00065900077926440666 -0.011348239153122301 0.020685234926019095 -0.014350292328957005 0.012869745552277214 -0.013935080240491411 0.010131049616844207 -0.020565459005071736 -0.0074625438283902681 0.024274610882748498 0.0010434686470069078
leaf_weight=0.001303225992141316 0.0011261504633548287 0.0012163455309303654 0.0011281410012986739 0.001141755531547415 0.0012779854020163088 0.00113707695465358 0.0018865988125775874 0.0010540695706080499 0.0013245350133421034 0.0011320455150834914 0.0010784919561116733
leaf_count=425 278 191 268 181 232 264 360 88 1071 137 415
internal_value=0 0.000788622 0.010681 -0.00119381 3.73086e-05 -0.00183596 4.09151e-05 -0.00328345 0.000615494 0.00529577 0.0129404
internal_weight=0 0.0135032 0.00225429 0.0112489 0.0100326 0.00875457 0.00761282 0.00572622 0.00467215 0.00353507 0.00221054
internal_count=3910 3485 546 2939 2748 2516 2335 1975 1887 1623 552
is_linear=0
shrinkage=0.0597579


Tree=3179
num_leaves=15
num_cat=0
split_feature=0 1 2 3 15 15 15 0 3 2 16 0 15 160
split_gain=0.000188961 0.000147948 0.000309385 0.000199493 0.000180201 0.000148533 0.000120511 0.000147495 0.000125629 0.00021756 0.000153838 0.00016196 0.000137582 0.000111104
threshold=0.18055000000000002 0.076710000000000014 0.10393500000000001 -0.084129999999999996 0.083935000000000023 0.079360000000000014 -0.017214999999999998 -0.087899999999999992 0.086245000000000016 1.0000000180025095e-35 -0.063614999999999991 -0.22384499999999996 -0.10312999999999999 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 9 12 11 13 -3 -10
right_child=-2 5 -4 4 -6 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.00060169666190275806 0.00079345526420434795 -0.00064090044726487663 -0.0011744693372725543 -0.00015671913794630478 0.00085993161372487916 -0.00049248084134764065 0.00099184826465835386 5.950403966414025e-05 -0.00076213594768232069 0.0008752600188428782 -0.00081212651747183929 0.00064426502797455321 0.00026255299175362322 0.00013876637969763699
leaf_weight=0.0017746008006481869 0.0010365153734235117 0.0010043512397809383 0.0012858971197695305 0.0017299015485189063 0.0010943492701614502 0.0016832044947049122 0.0012382138171671275 0.0013787542368595201 0.001025940803847325 0.0014535855261006416 0.0011991006583482733 0.0010447546234794254 0.0018267393412284183 0.0010806927960214097
leaf_count=798 44 134 339 480 363 496 77 295 80 295 80 134 265 30
internal_value=0 -6.64885e-05 -0.000324238 -8.6503e-05 0.000237216 5.07712e-05 0.000132036 0.000500641 2.0327e-05 0.000258641 -0.000214382 1.30597e-05 -5.79541e-05 -0.000299977
internal_weight=0 0.0188201 0.00588475 0.00459885 0.00282425 0.0129353 0.0112521 0.00261697 0.00863516 0.00428468 0.00435049 0.00315139 0.00283109 0.00210663
internal_count=3910 3866 1980 1641 843 1886 1390 372 1018 694 324 244 399 110
is_linear=0
shrinkage=0.00196078


Tree=3180
num_leaves=12
num_cat=0
split_feature=0 16 1 15 2 3 12 3 52 1 3
split_gain=3.40402e-05 7.81812e-05 5.18521e-05 0.000107155 6.89944e-05 0.0001318 6.54347e-05 0.000122143 6.42508e-05 0.000138182 0.000123299
threshold=-1.0000000180025095e-35 0.15737500000000001 0.076710000000000014 0.083935000000000023 1.0000000180025095e-35 0.013395000000000002 0.097345000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.11052000000000002 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -4 9 10 -7
right_child=1 -3 4 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.017953196463453242 0.01871319217475273 -0.0029039554349994576 -0.025077088650350583 0.0035290630611160712 0.020723835618774642 -0.010325067417195048 0.0060651267036662803 0.0022340419877146223 0.012231866642180633 -0.022652284003859182 0.019224236934242706
leaf_weight=0.0017391668764062101 0.0010487624989810951 0.0013883201729635343 0.00116009531040848 0.0015846971241111974 0.0014387574402415096 0.0010167982881039705 0.0011566524711307813 0.0011791115574899518 0.0010801563963027533 0.0010208158013598817 0.0010003904715806256
leaf_count=1059 214 180 600 851 346 63 168 75 107 149 98
internal_value=0 0.00639866 -0.00132792 -0.00771124 0.00101581 0.00515363 -0.00556155 -0.0113105 -0.00028611 -0.00473685 0.00432941
internal_weight=0 0.00243708 0.0123766 0.00332386 0.00905278 0.00555692 0.00349586 0.00233921 0.00411816 0.003038 0.00201719
internal_count=3910 394 3516 1910 1606 763 843 675 417 310 161
is_linear=0
shrinkage=0.0597579


Tree=3181
num_leaves=16
num_cat=0
split_feature=403 11 3 52 160 48 16 52 12 13 0 2 4 1 15
split_gain=0.000145843 0.000100102 0.000113355 0.000139286 0.000118968 0.000128337 0.000146714 0.000205577 0.000130963 0.000229911 0.000135907 0.000113739 0.000102402 5.31083e-05 4.82412e-05
threshold=-1.0000000180025095e-35 0.08184000000000001 -0.15464999999999998 0.28122000000000008 0.11161500000000001 -1.0000000180025095e-35 0.3935300000000001 0.10433000000000002 0.10214500000000001 -0.091229999999999992 -0.079019999999999993 0.092745000000000008 -1.0000000180025095e-35 0.092385000000000009 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 11 12 -7 14 -14 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00074022264192693101 0.00070711615404509248 -0.00050767057944517706 -0.00051241251084826773 -0.0006678706838851063 -0.00056235459327728889 0.00031614686766091084 -0.00047327143463918092 0.00094034130261395736 -0.00050027936373708967 0.00050552284981699065 0.0005717604405939792 0.0012229243748063563 -0.00067516657552486739 -0.00013183845738827312 -7.8861615134280768e-05
leaf_weight=0.0010023975102785706 0.0010046646910930367 0.0012452782645312526 0.001109799032786408 0.0010337216683856667 0.001038682946503164 0.0010196560376390354 0.0011822099881426901 0.00145554480489589 0.0010601506640122446 0.0010996281997796057 0.001473214635496458 0.0011115957479442408 0.001142734976635488 0.0017522744169386774 0.0010731008315529866
leaf_count=930 88 215 185 314 174 132 209 232 159 357 299 128 170 119 199
internal_value=0 2.8461e-05 6.87844e-05 2.75488e-05 7.70625e-05 0.000126332 0.000183638 0.000253053 0.000150264 0.000229791 4.75516e-05 0.000789094 -0.000104838 -0.000346304 0.000216898
internal_weight=0 0.0178023 0.016557 0.0155523 0.0145186 0.0134799 0.0123701 0.0111879 0.00973236 0.0086722 0.00654095 0.00213125 0.00506774 0.00289501 0.00217273
internal_count=3910 2980 2765 2677 2363 2189 2004 1795 1563 1404 1144 260 845 289 556
is_linear=0
shrinkage=0.00196078


Tree=3182
num_leaves=15
num_cat=0
split_feature=403 11 160 48 1 2 47 47 4 42 52 4 15 42
split_gain=0.000157218 0.000111715 0.000108085 0.000101065 0.0001094 0.000215181 0.000124313 0.000117785 0.000127413 0.000104687 9.33141e-05 0.00010451 0.000103192 8.01077e-05
threshold=-1.0000000180025095e-35 0.08776500000000001 0.11161500000000001 -0.081799999999999984 0.10420500000000001 0.10393500000000001 0.13177500000000003 0.10589000000000001 0.056740000000000006 0.083725000000000008 -0.084699999999999984 -1.0000000180025095e-35 0.024640000000000006 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 8 -6 10 -5 12 -12 -11
right_child=1 -3 -4 4 6 -7 -8 -9 -10 13 11 -13 -14 -15
leaf_value=-0.00074017705746928938 -0.00046645342772739791 -0.0005861935371417633 -0.00048215237528675709 -0.00051059511416884557 0.00083507590051610202 -0.00056507627305159942 -0.00021586903693855794 0.0010775624467580399 1.0006068791250776e-06 0.00079175309108602714 0.00076133769591042733 -0.0002043219365155109 -4.8227441440217026e-05 0.0001423783271401953
leaf_weight=0.0010263470095429562 0.0010400643138658251 0.0010151469700354172 0.0012154274292352036 0.0010226960779491159 0.0011280438444732036 0.0017959895902787135 0.0010038091768209689 0.0010947938774631127 0.0016919308853581136 0.0014181861255560648 0.0013220134527495691 0.0018589248815008763 0.0010391996790495156 0.0013901304808639266
leaf_count=930 113 157 198 186 223 293 57 85 304 434 137 173 227 393
internal_value=0 3.33084e-05 7.02555e-05 0.000112734 0.000153531 3.65877e-05 0.000387655 0.000542409 0.000334647 0.000170802 1.03719e-05 0.000136622 0.000405038 0.000470309
internal_weight=0 0.0180364 0.0170212 0.0158058 0.0147657 0.00984714 0.00491858 0.00391477 0.00281997 0.00805115 0.00524283 0.00422014 0.00236121 0.00280832
internal_count=3910 2980 2823 2625 2512 1843 669 612 527 1550 723 537 364 827
is_linear=0
shrinkage=0.00192234


Tree=3183
num_leaves=12
num_cat=0
split_feature=484 474 160 133 0 0 48 0 15 4 1
split_gain=3.21258e-05 4.10536e-05 6.98527e-05 6.81827e-05 7.17262e-05 0.000115085 6.69543e-05 9.80993e-05 5.95871e-05 6.57806e-05 3.39854e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.0056849999999999991 -0.15713499999999997 -0.10575999999999998 0.085760000000000017 0.14676000000000003 -0.053579999999999996 -0.056579999999999991 0.10801000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 -6 7 8 -7 -10 -5
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.0095472932319450622 -0.01186025812496826 0.010916129638879241 -0.0089088165005703386 0.00057538274352519534 0.019725062477082382 0.0056470379632206427 0.015131031203184772 0.014518244352776133 -0.00025468268834636954 -0.017617233475690948 -0.01307659450254978
leaf_weight=0.0010132012691694533 0.0014037717062762483 0.0010908062085889106 0.0017262303184264497 0.0012198186470728956 0.0014251993175237489 0.0012190874349191413 0.0010208601750743432 0.0010559471493835765 0.0013067302908877922 0.0013543600388027071 0.0010208974303095263
leaf_count=612 556 318 791 93 205 252 229 37 546 193 78
internal_value=0 0.000636555 -0.000242697 0.00119428 0.00300665 0.00563257 0.00226096 -0.000400749 -0.00446079 -0.00909134 -0.00564462
internal_weight=0 0.0138437 0.0127529 0.0113491 0.0096229 0.00738218 0.00595699 0.00493612 0.00388018 0.00266109 0.00224072
internal_count=3910 3298 2980 2424 1633 1462 1257 1028 991 739 171
is_linear=0
shrinkage=0.0552071


Tree=3184
num_leaves=14
num_cat=0
split_feature=158 48 50 4 12 3 47 12 2 0 0 2 48
split_gain=7.92682e-05 0.000118488 0.000141471 0.000162321 9.44449e-05 0.000157075 0.000143716 0.000128302 9.78495e-05 0.000124284 0.000142134 0.000189304 0.000112932
threshold=0.085745000000000002 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10420500000000001 0.09550500000000002 1.0000000180025095e-35 0.097135000000000013 -0.077944999999999987 -0.11287999999999999 0.084925000000000014 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 10 12 -12 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00044123288372764754 -0.00050610108458553921 -0.00060495418257579237 -0.00054597069160569557 0.00070089202669635254 0.00060227670008013959 0.0010493011150614845 0.00062214505768750294 0.00012117884519503882 -0.0004728215147342923 0.00048953138595243654 -0.0010582227447585824 -1.3753299500491585e-05 -0.00025600802029142095
leaf_weight=0.0013290194337833216 0.0011311524113713734 0.0010542714431651104 0.001306537009727546 0.0015576445021210613 0.0012731018132783036 0.0010479266249861794 0.0011794931488886004 0.0011593113011070244 0.0019426715254744677 0.0015724250143709243 0.0010696405771119326 0.0016011217166754352 0.001020728651728562
leaf_count=218 410 117 632 323 106 91 167 28 458 253 392 669 46
internal_value=0 1.93309e-05 6.03136e-05 0.000114006 4.47279e-05 9.91547e-05 -6.57028e-06 0.000561822 -9.40222e-05 1.85494e-05 -0.000130624 -0.000432063 0.00022035
internal_weight=0 0.0171139 0.0160596 0.0147531 0.0131954 0.0118664 0.00965918 0.00220724 0.00847969 0.00653702 0.00496459 0.00267076 0.00229383
internal_count=3910 3500 3383 2751 2428 2210 2091 119 1924 1466 1213 1061 152
is_linear=0
shrinkage=0.00192234


Tree=3185
num_leaves=15
num_cat=0
split_feature=403 48 403 48 1 47 43 16 0 133 1 3 0 1
split_gain=0.000172765 0.000101222 0.000113726 0.000145785 0.000112622 0.000202161 0.000169279 0.000285459 0.000147682 0.000119245 0.000134713 0.000116389 0.000198523 9.00025e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 0.12862000000000004 0.10752500000000002 0.09252500000000001 -0.15648499999999999 0.15737500000000001 -0.15291499999999997 0.083815000000000014 0.094695000000000015 0.084925000000000014 -0.083564999999999987 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 -6 10 11 12 -8 -10
right_child=1 2 -4 -5 8 -7 7 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.00074938140302015168 -0.00054149521009628305 0.0007659123458589039 -0.00051369644194603945 -0.00053651628906694086 0.0010123580602086734 -0.00069115337734267253 -0.00099694328655549561 -0.00068690816949486721 -5.7248534737271672e-05 0.00060089502814169432 0.00061747711853882682 0.0002197364030495602 0.00014506393458261414 0.00056665158849571098
leaf_weight=0.0010546517447837236 0.0010362077131273418 0.001238450099550808 0.0011306879492468383 0.0011683273114897466 0.0010108720856824151 0.0011508691227767312 0.0010135864305952928 0.0015331921747296605 0.0018882782886399275 0.0018158890315089779 0.0011153308821475749 0.0019164445316737222 0.0010664620557213401 0.0013564049931509075
leaf_count=930 106 107 307 110 73 186 292 314 284 525 139 79 250 208
internal_value=0 1.95352e-05 5.29366e-05 9.23049e-05 0.00014094 4.10254e-05 0.000127901 3.45137e-05 0.000395688 0.000194174 4.96928e-05 -0.000108763 -0.000411425 0.000203566
internal_weight=0 0.018441 0.0174048 0.0162741 0.0151058 0.0108502 0.00969936 0.00846091 0.00425556 0.00692771 0.00511182 0.00399649 0.00208005 0.00324468
internal_count=3910 2980 2874 2567 2457 1892 1706 1599 565 1285 760 621 542 492
is_linear=0
shrinkage=0.00184769


Tree=3186
num_leaves=14
num_cat=0
split_feature=403 453 4 16 52 51 3 15 3 1374 16 0 13
split_gain=0.000135509 8.62331e-05 0.000131051 0.000120168 0.00016771 0.000128853 0.000114763 0.000156787 0.000167892 0.000128887 8.61852e-05 0.000102542 8.27767e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 -0.19424999999999998 1.0000000180025095e-35 0.013805000000000001 -0.078884999999999997 -0.017214999999999998 0.0021050000000000005 -0.033639999999999996 -0.50585499999999983 -0.11756999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 12 -5 8 -8 -10 -4 -12 -6
right_child=1 -3 10 4 5 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.00069395618816455069 -0.00065790169845753228 -0.00051664297195511306 0.00071001097493551672 -0.00059388256005262201 -0.00015408096047141173 0.00090184506881718109 0.00019352872937601162 0.00041210294573770529 -0.00014895098365208127 -0.001121043812084138 -0.00029578405898038286 0.00049015263507025072 0.00045690253536990842
leaf_weight=0.0010244396740970224 0.0010587156781384161 0.0010238765322359003 0.0015786179895850867 0.0017161089601597304 0.0017609884738794268 0.0010561874175036797 0.0016520277771437941 0.0019650293617137623 0.0010120471209817961 0.0010040951459560077 0.0011185011218969717 0.0013585984968882102 0.001532549945003341
leaf_count=930 79 96 194 827 444 197 283 264 27 95 87 249 138
internal_value=0 2.49916e-05 5.79751e-05 -3.77151e-05 1.84093e-05 0.000317585 -0.00015866 -2.60724e-05 -0.000260802 -0.00063308 0.00035898 0.000135273 0.000130222
internal_weight=0 0.0178373 0.0168135 0.0127577 0.011699 0.00434973 0.00734931 0.0056332 0.00366817 0.00201614 0.00405572 0.0024771 0.00329354
internal_count=3910 2980 2884 2354 2275 779 1496 669 405 122 530 336 582
is_linear=0
shrinkage=0.00192234


Tree=3187
num_leaves=11
num_cat=0
split_feature=4 15 0 2 133 52 160 42 4 52
split_gain=3.31065e-05 9.22495e-05 7.849e-05 5.88177e-05 8.55704e-05 9.01466e-05 9.21601e-05 7.50428e-05 8.63836e-05 9.07145e-06
threshold=0.15927500000000003 0.090505000000000016 -0.11756999999999999 0.106285 0.089845000000000022 0.071660000000000015 -0.026849999999999995 0.085195000000000007 0.0057500000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8 -5
right_child=2 -3 -4 9 -6 -7 7 -9 -10 -11
leaf_value=0.0090985540543969175 -0.003384476185939499 -0.016673634518614942 0.012662009857734993 0.0048360178308798039 -0.016649399480834496 0.010379071731253069 -0.021631217395650371 0.0049833028802099945 -0.0023775384581336276 0.012255944067160837
leaf_weight=0.0013001370272072211 0.0019048218052385105 0.0011103863761135454 0.0018136569163050625 0.0010039906114788053 0.0010575144041112166 0.0019258425889674396 0.0014958012979171338 0.0010165661859614927 0.0013523127725586434 0.0010047654201763485
leaf_count=394 244 683 366 298 377 617 482 248 89 112
internal_value=0 -0.0015655 0.00444206 8.61667e-05 -0.00199977 0.000185103 -0.003616 -0.00789336 -0.0124894 0.00854741
internal_weight=0 0.0112673 0.00371848 0.0101569 0.00814817 0.00709066 0.00516482 0.00386468 0.00284811 0.00200876
internal_count=3910 3300 610 2617 2207 1830 1213 819 571 410
is_linear=0
shrinkage=0.0552071


Tree=3188
num_leaves=12
num_cat=0
split_feature=11 0 12 47 4 47 49 48 3 150 4
split_gain=3.63616e-05 4.60099e-05 7.56121e-05 6.44583e-05 7.41746e-05 0.00013726 6.65705e-05 0.000159098 0.000105667 5.81108e-05 4.65053e-05
threshold=0.081005000000000008 -0.017269999999999997 0.084380000000000024 0.11926500000000002 0.25367000000000006 0.087850000000000025 -0.00064499999999999985 0.08346000000000002 -0.078884999999999997 0.08882000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -8 -9 -10
right_child=-2 2 -4 -5 -6 -7 8 9 10 -11 -12
leaf_value=-0.026245548914567318 -0.012075761734077706 0.021587716482777658 -0.0013412443851631979 -0.016799177600716274 0.013076687749781621 -0.022493329313025272 -0.0059337198664255611 0.015414068503276731 0.024078340132684173 -0.0063632176536771601 0.0061089120433228299
leaf_weight=0.0010858610347207055 0.0010249028472200323 0.0011257530611275155 0.0014104403996636049 0.0010219618501366027 0.0017207416086511005 0.0012136550101814001 0.0016687104013281906 0.0010917255262098136 0.0013108315816705066 0.0010429345799539331 0.0012016772603316898
leaf_count=314 233 244 94 122 354 271 1314 148 460 84 272
internal_value=0 0.000801729 0.00883635 -0.000992352 0.000570511 -0.00192733 0.00144485 -0.00568464 0.00693624 0.0047743 0.015484
internal_weight=0 0.0138943 0.00253619 0.0113581 0.0103361 0.0086154 0.00740174 0.00322052 0.00418122 0.00213466 0.00251251
internal_count=3910 3677 338 3339 3217 2863 2592 546 2046 232 732
is_linear=0
shrinkage=0.0659776


Tree=3189
num_leaves=13
num_cat=0
split_feature=147 52 11 52 13 1 13 13 1 49 2 2
split_gain=3.37748e-05 0.000116195 8.0567e-05 8.89639e-05 0.000109382 0.000119393 5.64356e-05 7.97625e-05 0.000126031 9.38081e-05 8.84592e-05 2.70821e-06
threshold=1.0000000180025095e-35 0.18936500000000003 0.077330000000000024 0.10433000000000002 -0.090744999999999978 0.076710000000000014 -0.017604999999999999 0.17936000000000002 0.086560000000000012 -0.014479999999999998 0.088210000000000025 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 10 -10 -8 -11
right_child=-2 -3 -4 -5 6 -7 7 -9 9 11 -12 -13
leaf_value=-0.00076962202799219209 0.0096580906082063024 -0.019287330536558775 -0.014431423651999878 0.015469828878997475 -0.01231066925604715 0.024964612286105366 0.001492527148717882 -0.014550362646006487 -0.018131484076207988 9.6011141307452989e-05 0.023908071379646303 0.0042001128816806016
leaf_weight=0.0012485158035326154 0.0010526455103248957 0.0010005049473261153 0.0010337924838704276 0.0013669644067720735 0.001615886850974778 0.0010545149477923506 0.0011385742888599887 0.0010749778137750876 0.0011149753599366294 0.0010034441076384676 0.0010952945664619274 0.0010364617560864311
leaf_count=179 234 443 241 272 1163 211 341 143 103 175 257 148
internal_value=0 -0.000806708 0.000639696 0.00196573 0.000187802 0.0110136 -0.00289801 -0.000544909 0.00224898 -0.00499751 0.0124832 0.00218128
internal_weight=0 0.0137839 0.0127834 0.0117496 0.0103826 0.00230303 0.00807961 0.00646373 0.00538875 0.00315488 0.00223387 0.00203991
internal_count=3910 3676 3233 2992 2720 390 2330 1167 1024 426 598 323
is_linear=0
shrinkage=0.0563112


Tree=3190
num_leaves=12
num_cat=0
split_feature=1 150 4 3 1 12 1 15 3 150 3
split_gain=3.49371e-05 7.38472e-05 7.08127e-05 5.73213e-05 0.000102675 0.000113994 9.04979e-05 5.28338e-05 7.07832e-05 4.73064e-05 9.5104e-06
threshold=0.085835000000000009 0.077110000000000012 -0.15796999999999997 0.11265500000000002 0.10752500000000002 0.092365000000000017 0.092550000000000007 0.084955000000000017 -0.076539999999999983 0.10883000000000001 -0.10942499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 6 -6 -2 8 -4 -3 -1
right_child=1 9 7 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.01044037196506761 0.006471435955870763 0.023232036109118323 -0.0053215682030334915 -0.010247279261713588 0.029315105924978581 -0.00051302270856262418 -0.017604437373457862 0.00059790670326472786 -0.027494109475577067 0.0035962232479644948 0.0015688116967098747
leaf_weight=0.0010123001235649021 0.0013049274340220752 0.0010124338035327719 0.0014245747361515415 0.0019014873338803725 0.0010109719132625301 0.0011411857108983084 0.0013080008772340165 0.0015308792378968808 0.0010438009510885221 0.0010413793394152104 0.0010100290196769571
leaf_count=61 357 200 960 223 223 182 376 767 327 149 85
internal_value=0 0.00255153 -0.00385458 -0.000752357 0.00303655 0.0134987 -0.00558066 -0.00884265 -0.0146977 0.0132758 0.00600957
internal_weight=0 0.00872039 0.00602158 0.00666657 0.00476509 0.00215216 0.00261293 0.00399925 0.00246838 0.00205381 0.00202233
internal_count=3910 1710 2200 1361 1138 405 733 2054 1287 349 146
is_linear=0
shrinkage=0.0646839


Tree=3191
num_leaves=11
num_cat=0
split_feature=1 4 4 2 4 13 151 15 47 2
split_gain=3.05161e-05 5.27713e-05 7.97294e-05 5.22751e-05 6.6454e-05 4.36804e-05 7.76195e-05 9.25062e-05 5.02549e-05 8.84761e-06
threshold=0.088010000000000019 -0.15796999999999997 -0.49269499999999994 0.093070000000000014 -0.0031049999999999997 -0.080649999999999986 -0.076429999999999984 -1.0000000180025095e-35 0.09252500000000001 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 9 -7 8 -8 -2
right_child=5 3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0085397369742244312 0.0072844899639135886 -0.012761547737870815 0.019484335777242762 -0.020023205877881568 0.0077688533383695442 0.01784495176741897 0.0095083606627390169 -0.02181864918365644 -0.0066815237763607482 0.016758738190925593
leaf_weight=0.0010133632464494804 0.0010094340347039116 0.0017081218184401455 0.0010587744396283218 0.0013075808449534519 0.0015193901174060257 0.0010176119511317652 0.0019555610698328407 0.0011258423623833379 0.0019559553704599228 0.0010014971540815102
leaf_count=89 267 1190 78 680 288 194 283 437 187 217
internal_value=0 -0.00366275 0.00577938 -0.00797697 -0.00309661 0.00288341 -0.000145287 -0.00377955 0.0014126 0.0120029
internal_weight=0 0.00660723 0.00207214 0.00453509 0.00322751 0.0080659 0.00605497 0.00503736 0.00391152 0.00201093
internal_count=3910 2325 167 2158 1478 1585 1101 907 470 484
is_linear=0
shrinkage=0.0714163


Tree=3192
num_leaves=15
num_cat=0
split_feature=403 48 158 50 4 12 1 49 12 1 2 16 52 51
split_gain=0.000115919 6.47733e-05 0.000110285 0.000159216 9.13923e-05 0.000119559 0.000140185 0.000187065 0.000134477 9.53792e-05 0.000117724 5.83333e-05 9.80606e-05 5.61121e-05
threshold=-1.0000000180025095e-35 0.12862000000000004 0.085745000000000002 0.088560000000000014 0.27020000000000005 -0.036459999999999992 0.10420500000000001 -0.084114999999999981 0.051320000000000005 0.09112000000000002 0.10113500000000002 -0.084184999999999996 0.0033900000000000002 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 10 11 13 -13 -9
right_child=1 -3 -4 -5 -6 6 8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.00082913104205071825 -0.00063558423550001469 -0.00060199367275593776 -0.0007283153860048933 -0.00074051840355955417 0.00046319589026050357 -0.0009120776390537618 0.00083218360583083852 -0.00024799886314430926 -5.3852128131621861e-05 -0.00052191019422544995 -0.00043703300774436177 9.4315532505763518e-05 0.00090047648013702605 0.00035534288129968153
leaf_weight=0.0010073677095397545 0.0012547129699773786 0.0011118967183496578 0.0010441193597791098 0.0012433039243963219 0.0014205164469826411 0.0010113167940248285 0.0013418671874164687 0.0013566904237973356 0.0012933294666375161 0.0011793735587343635 0.0012933135208793752 0.0013163242164468637 0.0010372168464169718 0.0010523176974312209
leaf_count=930 194 116 315 481 307 114 91 190 130 179 188 439 185 51
internal_value=0 -0.000144518 -0.000112414 -6.89641e-05 -7.37621e-06 -6.24545e-05 3.62986e-06 -0.000122176 0.000397326 -1.17664e-05 8.75836e-05 0.000230048 0.000449595 1.55566e-05
internal_weight=0 0.0169563 0.0158444 0.0148003 0.013557 0.0121365 0.0108817 0.00824655 0.0026352 0.00723524 0.00605586 0.00476255 0.00235354 0.00240901
internal_count=3910 2980 2864 2549 2068 1761 1567 1346 221 1232 1053 865 624 241
is_linear=0
shrinkage=0.00196078


Tree=3193
num_leaves=11
num_cat=0
split_feature=14 4 2 15 13 4 150 4 13 1
split_gain=3.37515e-05 5.12598e-05 8.05847e-05 9.60976e-05 8.73683e-05 8.17519e-05 0.000125513 0.000179651 5.73697e-05 3.91535e-05
threshold=-0.13131999999999996 0.15927500000000003 0.10910500000000002 0.088615000000000013 -0.084184999999999996 -0.08422499999999998 0.086420000000000011 -1.0000000180025095e-35 -0.090929999999999983 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 -3 -7
right_child=1 8 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.011196643169871926 -0.015815583543111023 0.019182488891411907 0.010589631988284299 -0.02261493127381833 -0.01161473240908175 0.015262065570506085 -0.013785044478652135 -0.0039457670818904989 0.00043029168394750293 0.033011059012197745
leaf_weight=0.0010743575235354777 0.0014526201606146118 0.0012033992612941668 0.0019541321569036827 0.0010184257766733462 0.0014724388682548469 0.0010442458571965495 0.0010748306010248208 0.0017675942367935166 0.0015773076146676519 0.0010358456678478539
leaf_count=172 620 181 448 725 500 330 123 313 304 194
internal_value=0 0.000712412 -0.00130068 -0.00392139 -0.00149542 0.00175742 0.00575734 0.0112164 0.00854563 0.0241007
internal_weight=0 0.0136008 0.0108201 0.008866 0.00784758 0.00639496 0.00492252 0.00384769 0.00278071 0.00208009
internal_count=3910 3738 3253 2805 2080 1460 960 837 485 524
is_linear=0
shrinkage=0.0646839


Tree=3194
num_leaves=14
num_cat=0
split_feature=158 48 50 4 40 47 3 43 16 16 2 16 2
split_gain=6.93832e-05 0.000111235 0.000128003 0.000148841 0.000114336 0.000134212 0.000144802 0.000114877 0.000143766 9.82891e-05 0.000113772 0.00014874 0.00012894
threshold=0.084965000000000027 0.12738500000000003 0.088425000000000017 0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 0.10223 -0.17307499999999998 0.064860000000000015 -0.014099999999999998 0.093070000000000014 -0.089559999999999987 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 11 12 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00046309568444572726 -0.00047993660862627203 -0.00060115736832346629 -0.00053406884404816682 0.00066064825356978519 0.00044189818238761204 0.00062921524203345212 0.0005393433475000053 -0.00022648242626002824 -0.00082271436940546336 0.0004276021054026384 -0.00074705515864371432 -0.00056705111389407695 0.0006806714677665322
leaf_weight=0.0014942933465824015 0.0011199982975874856 0.0010192092877814298 0.0012576513719495573 0.0015877455623037147 0.0012886916565450672 0.0015449307651180235 0.0016496202836323312 0.0010813233478736968 0.0010936367958567367 0.001198048233303035 0.0010483328794853187 0.0012305608270608346 0.001246423258026208
leaf_count=216 423 117 631 318 119 178 121 185 347 424 253 470 108
internal_value=0 1.42724e-05 5.41707e-05 0.00010532 3.68413e-05 0.000102478 1.97496e-05 -8.49444e-05 -0.000183365 -6.2908e-05 -0.000190475 -2.64977e-05 0.000259265
internal_weight=0 0.0167405 0.0157213 0.0144636 0.0128759 0.0113816 0.00983664 0.00818702 0.00689833 0.00580469 0.00460664 0.00355831 0.00232775
internal_count=3910 3487 3370 2739 2421 2205 2027 1906 1787 1440 1016 763 293
is_linear=0
shrinkage=0.00192234


Tree=3195
num_leaves=15
num_cat=0
split_feature=158 48 50 4 12 3 47 43 16 4 3 0 16 15
split_gain=6.23474e-05 8.38823e-05 0.00011498 0.000131556 0.000115896 0.000174955 0.000148957 0.000116694 0.000129951 0.000113192 8.85821e-05 8.08413e-05 0.000141452 6.48768e-05
threshold=0.085745000000000002 0.12649500000000002 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10223 0.09550500000000002 -0.17307499999999998 0.064860000000000015 -0.025214999999999998 -0.082304999999999975 -0.10071499999999999 -0.09601999999999998 0.080970000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 10 -7 13 12 -12 -9
right_child=-2 -3 -4 -5 5 9 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.00052965789471339831 -0.00047581269020045461 -0.00053645371997285347 -0.00051950732892512834 0.00064731344642617603 0.00044035687238451346 0.00011330022347942784 0.00063488138375320641 0.000579679023510344 -0.00083343999833138344 0.0009946361128370467 0.00041555541703364093 -0.00073689108942587842 -0.00051720492910251699 -0.00010693967064952005
leaf_weight=0.0012606093507678698 0.0010646660395078637 0.0010005504363656539 0.0012552929723478141 0.0015071193840491401 0.0012214565942991595 0.0010436699911560154 0.0011562042860283903 0.0010070268604817534 0.0011045192293767962 0.0012096003883420867 0.0011432027267834211 0.0010735776697059344 0.0013791498358393106 0.0011147436465338105
leaf_count=218 410 125 629 321 123 56 165 295 343 72 68 531 78 476
internal_value=0 1.37732e-05 4.93459e-05 9.95592e-05 3.46271e-05 9.6736e-05 -2.3199e-05 -0.000117792 -0.000217723 0.000586419 -9.87822e-05 -0.000286254 -9.44511e-05 0.000218941
internal_weight=0 0.0164767 0.0154762 0.0142209 0.0127138 0.0114532 0.00919988 0.00804368 0.00682222 0.00225327 0.0057177 0.00359593 0.00252235 0.00212177
internal_count=3910 3500 3375 2746 2425 2207 2079 1914 1791 128 1448 677 146 771
is_linear=0
shrinkage=0.00196078


Tree=3196
num_leaves=16
num_cat=0
split_feature=403 403 42 48 484 13 52 39 49 43 51 13 16 0 48
split_gain=0.000187762 0.000127391 0.000137321 0.000125623 0.000120441 0.000126385 0.000125663 0.000179318 0.000143413 0.000148074 0.000173145 0.000177708 0.000194843 0.00017052 8.81308e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 0.12862000000000004 -0.0043499999999999988 -0.37340499999999993 -0.37613999999999997 0.005105000000000001 -0.085974999999999982 -0.15109999999999998 -0.0084849999999999978 -0.082014999999999991 -0.19424999999999998 -0.10071499999999999 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 -10 -11 -12 -13 14 -14
right_child=1 -3 -4 -5 5 6 7 -9 9 10 11 12 13 -15 -16
leaf_value=-0.00081911738712079935 -0.00058241612998259737 -0.0006318969464347233 0.00062463484782586713 -0.00064391937722730892 -0.00041116012078536846 -0.00048367284697213494 -0.00046334962303697872 0.0010243010796318094 0.00091585910907010255 0.00074740867965662522 0.00059775655638982003 -0.00091241682565459037 0.00073202667958636623 -0.00053585106587190586 -4.065603910925497e-05
leaf_weight=0.001062932881814283 0.0010392758067816069 0.0010575665572321721 0.0015566631584258061 0.0010415821165569985 0.001579616051339606 0.0010080283196495865 0.0012432120920065513 0.0010162846107547403 0.0011148537651520908 0.0015005337342721163 0.001470862170333969 0.001083306479701839 0.0011776785049528735 0.0012766202407205884 0.0010953988926023506
leaf_count=930 459 307 299 81 140 289 118 229 81 268 202 116 34 325 32
internal_value=0 2.863e-05 6.92342e-05 1.39803e-05 6.08974e-05 0.00011018 0.000178882 0.000239715 0.000159678 0.000248511 0.000150674 3.97611e-06 -0.000184534 3.7603e-05 0.00035967
internal_weight=0 0.0182615 0.0172039 0.0156473 0.0146057 0.0135664 0.0119868 0.0109788 0.00996247 0.00871925 0.0076044 0.00610387 0.004633 0.0035497 0.00227308
internal_count=3910 2980 2673 2374 2293 1834 1694 1405 1176 1058 977 709 507 391 66
is_linear=0
shrinkage=0.00196078


Tree=3197
num_leaves=15
num_cat=0
split_feature=403 158 48 50 4 15 48 49 2 3 2 3 47 1
split_gain=0.000152142 0.000113032 0.000112078 0.000131605 0.000113326 0.000132717 0.000161341 0.000154174 0.000140963 0.000238438 0.000122877 0.000101635 7.53949e-05 8.88649e-05
threshold=-1.0000000180025095e-35 0.085745000000000002 0.12738500000000003 0.088560000000000014 0.27020000000000005 -0.10981499999999998 0.092755000000000018 -0.085974999999999982 0.095195000000000016 0.099570000000000006 0.088210000000000025 -0.082304999999999975 0.09550500000000002 0.088385000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 10 -10 11 -9 13 -13
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12 12 -14 -15
leaf_value=-0.00072849023242081278 -0.00053544970129330155 -0.00055297779646228888 -0.00053680705102027799 -0.00048330988488591423 0.00063110283862710464 -0.00057788227965348401 0.0008719448329859087 0.00058901932817558369 -0.00060619984137916542 0.00046208146747446336 0.00077878810995491527 0.00017573382920367127 0.00036431698929892024 -0.0006171520151489171
leaf_weight=0.001049191100894231 0.0011226591840088123 0.0011723476140849667 0.0010743834327827375 0.0012926361360481716 0.0016501611779921486 0.0011549534251877975 0.001059498981548646 0.0014926519977719451 0.0018723720413043547 0.0013138572481482258 0.0016624091785569263 0.0010044364282979249 0.0012220927738830767 0.0010883611405231794
leaf_count=930 167 323 110 480 306 134 111 283 392 70 272 121 52 159
internal_value=0 2.43598e-05 6.41494e-05 0.000104665 0.000156568 9.63013e-05 0.000156049 8.58905e-05 0.000165283 -0.000165689 0.000328275 0.000172491 -1.50659e-05 -0.000236607
internal_weight=0 0.0181828 0.0170105 0.0159361 0.0146435 0.0129933 0.0118706 0.0108111 0.00965618 0.00318623 0.00646995 0.00480754 0.00331489 0.0020928
internal_count=3910 2980 2657 2547 2067 1761 1594 1483 1349 462 887 615 332 280
is_linear=0
shrinkage=0.00192234


Tree=3198
num_leaves=11
num_cat=0
split_feature=41 158 3 3 15 49 15 3 4 1
split_gain=3.40041e-05 4.86629e-05 5.0234e-05 5.44277e-05 0.000155533 7.33058e-05 0.000141154 0.000186613 0.000143002 0.000128321
threshold=0.075585000000000013 1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 0.085120000000000015 -0.07107999999999999 -0.017214999999999998 0.10666500000000002 0.00096500000000000015 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 9 -8 -7
right_child=-2 -3 3 5 -6 6 8 -9 -10 -11
leaf_value=0.012646604352581145 -0.012525422591535702 -0.013826777771254359 -0.02990875897654071 -0.01271661081341448 0.0085204692079329392 -0.0046222241267254091 0.0060629559009053608 -0.019699556030148741 0.03854521941351581 0.025802595243117066
leaf_weight=0.001830616201082126 0.0010194370921341811 0.0010416973854101104 0.0010024692970581469 0.0013217701983887923 0.001064554516563369 0.0015114586647296223 0.001962272421208674 0.0018525182124051894 0.0010045620979713538 0.0012347173086776878
leaf_count=309 221 450 891 190 573 297 483 192 59 245
internal_value=0 0.000724997 0.00191065 0.000116531 -0.010117 0.00249667 0.00515457 -0.00252706 0.0170614 0.00905718
internal_weight=0 0.0138266 0.0127849 0.0109543 0.00206702 0.0088873 0.00756553 0.00459869 0.00296683 0.00274618
internal_count=3910 3689 3239 2930 1464 1466 1276 734 542 542
is_linear=0
shrinkage=0.0700159


Tree=3199
num_leaves=12
num_cat=0
split_feature=49 42 13 403 4 1 3 0 15 3 16
split_gain=3.26594e-05 6.71351e-05 6.52458e-05 4.55958e-05 8.08655e-05 7.11844e-05 6.63569e-05 6.97733e-05 0.000139497 6.35689e-05 4.28427e-05
threshold=-0.14750499999999997 0.091955000000000023 -0.062819999999999987 0.03138500000000001 -0.065054999999999988 0.081005000000000008 -0.097604999999999983 -0.10071499999999999 -0.08262499999999999 0.086245000000000016 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -6 8 9 -8 -11
right_child=1 2 -4 -5 6 -7 7 -9 -10 10 -12
leaf_value=0.011694161344746493 -0.0017241118782096467 -0.024549932379729175 -0.000139219079482715 0.012267451207328601 0.019594052244044893 -0.023794437291630152 0.012878378423479482 -0.010839098437689891 0.026983959754614324 0.0016731138465282537 -0.016557334151576807
leaf_weight=0.0010191214296647608 0.0017566764666744989 0.0010411704954902156 0.0010226868052863995 0.0014726143842884289 0.0010025567507024082 0.0011325213170943725 0.0010162530161298934 0.0018005082446008553 0.0010554375802393828 0.0011984306527050848 0.0012316257066591896
leaf_count=143 595 586 226 355 164 398 147 988 125 100 83
internal_value=0 -0.0010419 -0.0124539 0.000976917 -0.0006541 -0.0103753 0.00319084 0.000581437 0.00514917 -0.00153777 -0.00756663
internal_weight=0 0.0137305 0.00206386 0.0116666 0.010194 0.0028892 0.00730481 0.00630226 0.00450175 0.00344631 0.00243006
internal_count=3910 3767 812 2955 2600 993 1607 1443 455 330 183
is_linear=0
shrinkage=0.0686431


Tree=3200
num_leaves=11
num_cat=0
split_feature=11 48 43 49 51 0 0 4 3 51
split_gain=3.14029e-05 3.83203e-05 0.00012152 6.62125e-05 9.05788e-05 0.000150403 0.000130056 6.44373e-05 7.23063e-05 5.72562e-05
threshold=0.081005000000000008 0.016865000000000002 -0.044024999999999988 -0.0057999999999999987 -0.024374999999999997 -0.11756999999999999 -0.10071499999999999 -0.076329999999999995 -0.089974999999999986 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 8 -8 -4
right_child=-2 2 9 4 5 6 7 -9 -10 -11
leaf_value=-0.012901862264128578 -0.0098738697203498843 0.021209565801912779 -0.011216856624621661 0.011205196229603663 -0.022588585889194698 0.01798253521076237 -0.011050939192736132 -0.016356684220360802 0.0076814586078569613 0.0052209867472374268
leaf_weight=0.0014081273118830241 0.0010142702855718165 0.001136743210420487 0.0011073259468923516 0.0019989362791652211 0.0010565934319052075 0.0011748909397159583 0.0010986515844043842 0.0010040508360044604 0.0017831088092210082 0.0018961435292591602
leaf_count=404 233 339 219 525 168 88 278 811 676 169
internal_value=0 0.00060106 0.00521443 -0.00140436 0.000590402 -0.00287817 0.00123705 -0.00382602 0.000539859 -0.000839355
internal_weight=0 0.0136646 0.00414021 0.00952436 0.00811623 0.0061173 0.0050607 0.00388581 0.00288176 0.00300347
internal_count=3910 3677 727 2950 2546 2021 1853 1765 954 388
is_linear=0
shrinkage=0.0574375


Tree=3201
num_leaves=12
num_cat=0
split_feature=4 151 15 1 16 0 133 1 15 43 16
split_gain=3.71423e-05 4.5897e-05 7.77411e-05 7.27739e-05 6.84073e-05 0.000106568 8.90891e-05 7.70156e-05 5.69987e-05 0.000134784 8.77319e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.10312999999999999 0.088675000000000018 -0.092424999999999993 -0.10071499999999999 -0.036599999999999987 0.086245000000000002 -0.017214999999999998 -0.16369999999999998 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 -6 -7 -4 -8 -10 -11
right_child=-2 2 4 -5 5 6 8 -9 9 10 -12
leaf_value=-0.0066821068631262893 0.0090953922043649823 -0.019631929551306795 -0.00090525074780682202 0.017745031834271324 0.01852643767708536 0.014708025792812341 -0.020307682218895347 -0.025709657166075976 0.018539788405697658 0.0021374532523778509 -0.026245642782811621
leaf_weight=0.0010077793458375811 0.0018014583137170434 0.0012242478912178967 0.0014367082869934083 0.00133720699709224 0.0014914757079683332 0.001145248695978214 0.0011007256713229155 0.0010005829559826401 0.0010025998300374791 0.0010182561808530066 0.0010344098067041549
leaf_count=314 441 267 341 242 142 406 482 105 119 880 171
internal_value=0 -0.00143183 -0.00337862 0.00724725 -0.00122282 0.00231698 -0.00224346 -0.0110882 -0.00691471 -0.0020896 -0.0121658
internal_weight=0 0.0127992 0.0104543 0.00234499 0.00923001 0.00679272 0.00530124 0.00243729 0.00415599 0.00305527 0.00205267
internal_count=3910 3469 2913 556 2646 2200 2058 446 1652 1170 1051
is_linear=0
shrinkage=0.0686431


Tree=3202
num_leaves=16
num_cat=0
split_feature=403 403 453 160 12 4 42 52 160 133 12 12 1 1 12
split_gain=0.000180637 0.000137613 0.000149744 0.000193705 0.000231981 0.000161941 0.000230797 0.0001891 0.000155115 0.000120448 0.000172037 0.000109123 0.000132016 0.000131769 0.000108182
threshold=-1.0000000180025095e-35 0.09389500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.24280000000000004 0.088235000000000022 0.088660000000000003 -0.087874999999999995 0.083815000000000014 0.086935000000000012 -0.0089849999999999982 0.089680000000000024 0.10420500000000001 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 9 -8 -2 10 11 -5 -13 -14 -7
right_child=1 -3 -4 5 -6 14 7 -9 -10 -11 -12 12 13 -15 -16
leaf_value=-0.0007889268025382776 0.00060450066808975767 -0.00064732627352656375 -0.00065637421314883597 -0.00058635141430109401 -0.0010683406232649599 0.0011166046995508333 0.00020104480342490952 0.0012892439809508971 -0.00041574529671181047 0.00040351473991245504 -0.00085661020156047778 0.00057039775176837091 -0.00053819297110011541 0.00035365894534420311 0.00027863844221178238
leaf_weight=0.0011011991156717671 0.0010406259306282375 0.0010907619820675679 0.0010257937197683522 0.0010346834571634093 0.001050015331521817 0.0011561303030311219 0.0015404716366562354 0.0010207821841667908 0.0012747865342639217 0.0018298804975668999 0.0011421489692689003 0.0015861481002947819 0.0014558209190373983 0.0011323138714056796 0.0012146201874275453
leaf_count=930 123 307 95 90 701 237 274 86 153 248 295 130 80 78 83
internal_value=0 2.83964e-05 7.05036e-05 0.000115752 -0.000303885 0.000223451 0.000121086 0.000634744 4.27883e-05 -3.97268e-05 -0.000167433 -1.63204e-05 0.000124974 -0.000148006 0.000687285
internal_weight=0 0.018595 0.0175042 0.0164784 0.00336543 0.013113 0.0107422 0.00256125 0.00231541 0.008181 0.00635112 0.00520897 0.00417428 0.00258813 0.00237075
internal_count=3910 2980 2673 2578 977 1601 1281 360 276 921 673 378 288 158 320
is_linear=0
shrinkage=0.00196078


Tree=3203
num_leaves=13
num_cat=0
split_feature=48 4 0 15 47 3 3 4 12 42 43 0
split_gain=0.000110853 0.000104439 0.000100788 6.56362e-05 7.46393e-05 8.00606e-05 0.000129618 8.71899e-05 6.64648e-05 8.40851e-05 0.000116756 5.76559e-05
threshold=0.12862000000000004 0.28937500000000005 -0.23029999999999998 -0.11739999999999999 0.09550500000000002 0.11476000000000001 -0.0076499999999999988 -1.0000000180025095e-35 0.080120000000000011 0.083815000000000014 -0.082484999999999989 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5 11 -11 -10
right_child=-2 -3 3 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=0.00046527154589741344 -0.00060631653109106476 0.00046538430028947758 -0.00055576911178208696 0.00031335659687377733 0.00033255227136019171 0.0003197697975065369 -0.00021894517772988868 -0.0010164122597974112 -0.00074205112060580353 0.00041794691867859824 -0.00032956313209882515 -0.00010850160163429183
leaf_weight=0.0014348960189229923 0.0011374862178111225 0.001851585367064367 0.0010353290288274879 0.0015560780354938299 0.0017563964787305755 0.0014754011171132239 0.0011086799269287087 0.0010048552419241836 0.0011597715898701527 0.0016597282721999042 0.0015569656391252605 0.0010542864988244416
leaf_count=79 123 401 235 217 190 105 136 80 700 329 994 321
internal_value=0 2.63524e-05 -2.85648e-05 -8.15743e-05 -4.17639e-05 -0.000103929 -0.000172622 -0.000598091 -4.39161e-05 -0.000146286 5.61321e-05 -0.000440369
internal_weight=0 0.016654 0.0148024 0.0133675 0.0123322 0.0105758 0.00910037 0.00211354 0.00698683 0.00543075 0.00321669 0.00221406
internal_count=3910 3787 3386 3307 3072 2882 2777 216 2561 2344 1323 1021
is_linear=0
shrinkage=0.00196078


Tree=3204
num_leaves=15
num_cat=0
split_feature=403 403 42 52 160 42 474 483 0 2 4 12 150 1
split_gain=0.000158862 9.44469e-05 0.00013802 9.70067e-05 0.000121321 0.000132748 0.000131019 0.000151923 0.000127732 0.000151599 0.000121544 0.000165324 6.74578e-05 8.74157e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 -0.27466499999999994 -1.0000000180025095e-35 0.088115000000000013 0.084655000000000022 0.0015150000000000003 -0.07773999999999999 0.10113500000000002 0.25367000000000006 0.085325000000000012 0.084800000000000014 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 8 7 -5 10 -10 11 12 13 -6
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00077804899737761609 -0.00052933865595235251 -0.00054250556864063901 0.00063410807006348527 -0.00099327694996921502 0.0001129202821283393 0.00072042420364249176 0.00027894582788541203 1.9182535060945085e-05 0.00093997439132745611 -3.3917405936999503e-05 0.00041638535480769615 -0.00092828363497233514 0.00028906399940306057 -0.00066250429374389798
leaf_weight=0.0010019771284203267 0.0012002240935127763 0.0010577905389957598 0.0014746405559730247 0.0012582841594377054 0.0011855670134106062 0.0014039157062713014 0.0011367518875693428 0.0010413968928819906 0.0012173959277030997 0.0012409040178843807 0.0014509084799912229 0.0010273399289255775 0.0014583315776454664 0.0010575264686065872
leaf_count=930 347 307 299 424 149 184 233 237 160 114 164 215 68 79
internal_value=0 2.51046e-05 6.22745e-05 4.82683e-06 5.23935e-05 0.000161218 -0.000265611 -0.000534791 7.03309e-05 0.000448372 -8.00553e-05 -0.000232376 -3.92255e-05 -0.000252661
internal_weight=0 0.017211 0.0161532 0.0146785 0.0134783 0.0100419 0.00343643 0.00229968 0.00863797 0.0024583 0.00617967 0.00472876 0.00370143 0.00224309
internal_count=3910 2980 2673 2374 2027 1133 894 661 949 274 675 511 296 228
is_linear=0
shrinkage=0.00196078


Tree=3205
num_leaves=11
num_cat=0
split_feature=42 42 475 43 3 51 48 1 16 16
split_gain=3.74677e-05 7.4155e-05 5.91607e-05 5.85816e-05 8.01024e-05 5.46126e-05 0.000102271 0.000140206 8.9464e-05 4.24076e-05
threshold=-1.0000000180025095e-35 -0.09547499999999999 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.10731500000000001 0.092150000000000024 0.094890000000000016 -0.087089999999999987 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 9 6 7 8 -5 -4
right_child=2 -3 3 5 -6 -7 -8 -9 -10 -11
leaf_value=0.0024863742077942336 -0.01290328402796611 -0.021785139652845786 -0.0075286778502319258 0.0091798234568523686 0.022963206470446629 -0.015237898673475527 -0.017053755346470783 0.023734094803461621 -0.011540664902517563 0.011939248776681012
leaf_weight=0.0013787277648741941 0.0012282291918859307 0.0010409055162773836 0.0010966654165444805 0.0019937709931155691 0.0014089577109351568 0.0010162691740073278 0.0011158808662498632 0.0014852516037558812 0.0019344926370918306 0.0010153742165722388
leaf_count=315 555 745 299 284 513 123 142 296 450 188
internal_value=0 -0.00795502 0.00138959 0.00297588 0.010287 -0.000435684 0.00186821 0.00576857 -0.00102408 0.00183063
internal_weight=0 0.00241963 0.0122949 0.0110667 0.003521 0.00754567 0.0065294 0.00541352 0.00392826 0.00211204
internal_count=3910 1060 2850 2295 1000 1295 1172 1030 734 487
is_linear=0
shrinkage=0.0686431


Tree=3206
num_leaves=15
num_cat=0
split_feature=403 158 48 457 16 15 0 1 2 0 1 16 43 2
split_gain=0.000138618 0.000103048 0.000129625 0.000108467 0.000224293 0.000108701 0.000132787 0.000189949 0.00013843 0.000194429 9.42386e-05 0.000169126 7.62917e-05 3.59613e-05
threshold=-1.0000000180025095e-35 0.085745000000000002 0.12738500000000003 -0.068769999999999984 -0.49150499999999991 -0.14097499999999996 -0.10575999999999998 0.099595000000000017 0.10137500000000001 -0.089879999999999974 0.078675000000000009 0.0015250000000000001 -0.079109999999999986 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 13 9 -8 11 -11 -12 -7
right_child=1 -3 -4 4 5 6 8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.00072840491164463173 -0.00051504868512179105 -0.00056748347183746106 -0.00060635926344840036 0.00090209834827716107 -0.0004305668830428338 0.00040987568643007318 -0.00056989427118618726 0.0011598810844685708 -0.00050593381229796443 0.00012232672272801943 -0.00037697525436360547 0.0011579280815332735 0.00033638852188763973 -8.3634422985655337e-05
leaf_weight=0.0010038238294728585 0.0010015572834537424 0.0010701263835344857 0.0010450608040356016 0.0013837419918670988 0.0014709993233274011 0.0010702112536043456 0.0012073699675214725 0.0010384070090522224 0.0016600607316776877 0.0013765986566806497 0.0010116456889293999 0.0010834998053832843 0.0013396650133350174 0.0012089487488014597
leaf_count=930 251 323 110 175 292 57 213 90 350 398 172 145 308 96
internal_value=0 2.14762e-05 6.11209e-05 0.000108086 0.000153144 7.00183e-05 0.000136982 0.00046479 -4.64418e-06 0.000133618 0.000310157 0.000578436 2.94655e-05 0.0001481
internal_weight=0 0.0169679 0.0158978 0.0148527 0.0138511 0.0124674 0.0109964 0.00331757 0.00767884 0.00601878 0.00481141 0.0024601 0.00235131 0.00227916
internal_count=3910 2980 2657 2547 2296 2121 1829 243 1586 1236 1023 543 480 153
is_linear=0
shrinkage=0.00196078


Tree=3207
num_leaves=10
num_cat=0
split_feature=4 15 2 2 133 52 3 15 4
split_gain=3.19063e-05 8.13208e-05 6.68314e-05 4.68709e-05 6.909e-05 8.41833e-05 7.21418e-05 8.30482e-05 9.96549e-05
threshold=0.15927500000000003 0.090505000000000016 0.10836000000000003 0.106285 0.089845000000000022 0.071660000000000015 -0.078884999999999997 -0.017214999999999998 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -8
right_child=2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.018481028823527725 0.013562440149765355 -0.01866520434894833 -0.0039245158675104905 0.0089535233549419158 -0.017828688300274145 0.011590743465879879 0.0079879776320125884 0.014038354475035059 -0.01722360339328469
leaf_weight=0.0011573904348510721 0.0018893081710198842 0.0010873004389069041 0.0017721151730687515 0.0019516424227383105 0.0010340409115756743 0.001926310650326374 0.0011477634800195063 0.0012028437524388997 0.0015309822397381254
leaf_count=765 289 683 321 410 377 617 148 141 159
internal_value=0 -0.00186926 0.00509882 -3.40354e-05 -0.00222678 8.94193e-05 -0.00430733 -8.10943e-05 -0.00642119
internal_weight=0 0.0110383 0.00366142 0.00995097 0.00799933 0.00696529 0.00503898 0.00388159 0.00267875
internal_count=3910 3300 610 2617 2207 1830 1213 448 307
is_linear=0
shrinkage=0.0646839


Tree=3208
num_leaves=12
num_cat=0
split_feature=49 42 13 43 4 39 0 1 52 151 2
split_gain=3.27166e-05 6.12914e-05 5.72786e-05 5.25074e-05 5.32403e-05 8.26428e-05 7.96962e-05 7.82036e-05 0.000117933 7.50828e-05 0.000140578
threshold=-0.14750499999999997 0.091955000000000023 -0.062819999999999987 0.12512500000000001 -0.23071499999999998 0.084350000000000008 -0.077944999999999987 0.076710000000000014 1.0000000180025095e-35 -0.0088999999999999982 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 9 -9 -11
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=0.011237857293437179 -0.01363655768473916 -0.022457855720000329 -0.00037053148494260442 0.014895130763068259 -0.012560972333892527 -0.016393239624487875 0.01733841368283565 -0.014431112038844739 0.024565702201789916 -0.008845032286845942 0.01960277431233981
leaf_weight=0.0010258408169091576 0.0011955580306143342 0.0010312632402211866 0.0010132623486005055 0.0010573571603021458 0.0015701683389202645 0.0010382920701473225 0.0014608203716724071 0.0012164673823472361 0.0010032886474578562 0.0015563499880814572 0.0014706967332184691
leaf_count=143 237 586 226 222 1152 224 421 154 175 246 124
internal_value=0 -0.000980602 -0.0115114 0.000880453 -0.000529272 0.00115282 0.00335364 0.000356822 0.00422263 -0.000587062 0.00497639
internal_weight=0 0.0136135 0.00204453 0.011569 0.0105116 0.00931608 0.00827779 0.00681697 0.0052468 0.00424351 0.00302705
internal_count=3910 3767 812 2955 2733 2496 2272 1851 699 524 370
is_linear=0
shrinkage=0.0659776


Tree=3209
num_leaves=12
num_cat=0
split_feature=159 1 13 13 42 2 42 49 15 4 42
split_gain=3.75895e-05 5.28852e-05 6.61063e-05 9.24701e-05 5.34169e-05 6.06809e-05 7.87899e-05 0.000112989 6.23422e-05 8.90243e-05 4.93867e-05
threshold=-0.034019999999999988 0.12730000000000002 0.17936000000000002 0.019675000000000002 -1.0000000180025095e-35 0.113945 0.084100000000000022 -0.065249999999999989 -0.095799999999999982 -0.12499499999999999 0.091330000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 -10 -8
right_child=1 -3 -4 -5 5 -7 10 8 9 -11 -12
leaf_value=-0.011762558099304736 -0.015193126281027015 0.014236366558223652 -0.01728395939672004 0.019750759298861425 -0.011742912553658816 -0.012299741879466274 -0.016341922354798109 0.0031704319263740487 0.0069707967236565839 0.033736656856719734 0.0036408821159850994
leaf_weight=0.0011983430915176322 0.0011163532775758699 0.0012729619784031766 0.0010100938335500685 0.0011209744218243509 0.0010743181844642801 0.0014124829507579295 0.0012710491123988699 0.0016651029170012613 0.0011546898049389076 0.0011878490547275978 0.001076173432430856
leaf_count=520 650 315 161 337 145 244 640 105 126 214 453
internal_value=0 0.000928258 -0.000473065 0.00105962 -0.00104444 0.000741975 0.00322155 0.00802577 0.0133251 0.0205432 -0.00718005
internal_weight=0 0.013362 0.0120891 0.011079 0.00995802 0.00884167 0.00742918 0.00508196 0.00400764 0.00234254 0.00234722
internal_count=3910 3390 3075 2914 2577 1927 1683 590 445 340 1093
is_linear=0
shrinkage=0.0686431


Tree=3210
num_leaves=13
num_cat=0
split_feature=43 40 16 42 16 47 43 3 0 16 12 12
split_gain=3.29816e-05 7.5174e-05 7.02315e-05 8.84988e-05 6.50743e-05 6.45644e-05 7.71786e-05 0.000100193 7.22154e-05 8.18407e-05 3.64825e-05 4.29467e-06
threshold=0.16180500000000003 -0.079289999999999985 0.061570000000000007 0.091230000000000019 -0.0049699999999999996 0.09550500000000002 -0.08768999999999999 -0.076539999999999983 -0.23029999999999998 -0.110495 0.088285000000000016 0.081080000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 11 5 6 -3 10 -9 -10 -8 -4
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12 -13
leaf_value=0.016436843591033434 -0.010551120668558631 -0.017640108430253064 -0.013002220831755449 0.0055700951848186211 0.014535316991651868 0.012109367208826714 0.0022351936429377377 0.0043032846361934904 -0.0012080992150057814 -0.02493446817701838 0.017275565296573037 -0.018516269346968796
leaf_weight=0.0010019066186226786 0.0010016752718304918 0.0010022702668526116 0.0010096898254971223 0.0010597791717657195 0.0012757541885920305 0.0013210038289466113 0.0011170995467686346 0.001425939185968339 0.0010304555961239449 0.0010462880526711437 0.001188792709965707 0.0010079347650595754
leaf_count=257 276 378 169 191 392 188 678 100 194 273 462 352
internal_value=0 0.000687808 -0.000576033 -0.00841239 0.00198739 1.8822e-05 -0.00232621 0.000316204 -0.00605173 -0.0131617 0.00998919 -0.0157568
internal_weight=0 0.0134869 0.012485 0.0030774 0.0094076 0.00813185 0.00681085 0.00580858 0.00350268 0.00207674 0.00230589 0.00201762
internal_count=3910 3634 3377 712 2665 2273 2085 1707 567 467 1140 521
is_linear=0
shrinkage=0.0597579


Tree=3211
num_leaves=11
num_cat=0
split_feature=48 4 12 3 2 4 43 3 52 43
split_gain=3.07169e-05 7.21571e-05 6.34839e-05 0.000116044 9.51079e-05 6.29688e-05 6.99786e-05 7.75661e-05 6.62726e-05 4.12107e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.10393500000000001 -0.0037349999999999992 -0.074254999999999988 0.045635000000000002 -0.0066199999999999991 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 -4 -10
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11
leaf_value=-0.013737071035341291 -0.010157154254094967 0.013816435768895474 -0.017196536437891239 0.015341120110622353 -0.019999770422735916 0.015906756330295226 -0.010632527892379418 0.010991742392744695 -0.008277949415096927 0.0081081653170190903
leaf_weight=0.0013171195586935266 0.0010825594846185617 0.0014518427727994729 0.0012770022660565736 0.0017541990023600676 0.0010221774301078946 0.0015437362227532468 0.0014130019633374104 0.0011738360770277012 0.0011254226321326592 0.001254660258369161
leaf_count=275 161 388 652 141 408 252 288 61 859 425
internal_value=0 0.000732418 -0.000866411 0.000738298 -0.00216939 0.000170955 0.00543134 -0.000820028 -0.0057705 0.000359988
internal_weight=0 0.013333 0.0118812 0.010564 0.00880984 0.00778766 0.00413057 0.00258684 0.00365709 0.00238008
internal_count=3910 3749 3361 3086 2945 2537 601 349 1936 1284
is_linear=0
shrinkage=0.0621721


Tree=3212
num_leaves=17
num_cat=0
split_feature=1374 150 160 484 474 1 2 42 0 1 47 16 0 0 2 13
split_gain=0.000121599 0.000188316 0.000201342 0.000178194 9.46431e-05 0.000108093 0.000177383 0.000101077 0.000119517 0.000156483 0.000177732 0.000124474 0.000110681 0.00018203 8.41598e-05 6.49252e-05
threshold=-0.094679999999999986 0.084800000000000014 0.069910000000000014 -0.0043499999999999988 0.084655000000000022 0.13767000000000004 0.12663500000000003 -0.090359999999999982 -0.08824499999999999 0.076710000000000014 0.09585500000000001 -0.061204999999999989 -0.081964999999999996 -0.06402999999999999 0.095195000000000016 -0.073069999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5 9 -9 11 -11 -10 -14 -15 -16
right_child=1 2 -4 4 -6 -7 -8 8 12 10 -12 -13 13 14 15 -17
leaf_value=-0.00064614749164353005 -0.00081256521074178363 -7.0808959686495342e-05 0.0010069526907125325 -0.0005241576731229965 0.0004997623331114456 0.00052004940213432006 -0.00082545214607191982 -0.00080302477942086341 0.00067657518609029921 0.00068687352642189019 -0.00065736960934434764 -0.00013782979833606716 -0.00062548458241763977 0.00069861918667296803 0.00039837809076210368 -0.00027293787193790106
leaf_weight=0.0010324015297251679 0.0010346154575796478 0.0011571528004520664 0.0013156974557387291 0.0013023697716553042 0.0012175192353679918 0.0010947169545472779 0.0010863708763858152 0.0011197191750230984 0.0014073049233055959 0.0012725920905530142 0.001036211558982536 0.0013287998971797735 0.0010233263606989973 0.0011396313461110048 0.0010140121281758396 0.0010329776035696847
leaf_count=68 583 307 89 329 247 158 130 304 473 123 85 92 576 133 32 181
internal_value=0 1.83763e-05 0.000502622 -5.59536e-05 -4.02832e-06 -4.82896e-05 -9.70364e-05 -2.92679e-05 3.2858e-05 -0.000186949 2.69067e-06 0.000265612 0.000219015 6.60614e-05 0.000288139 5.96102e-05
internal_weight=0 0.018583 0.00247285 0.0161102 0.0150756 0.013858 0.0127633 0.0116769 0.0103746 0.00475732 0.0036376 0.00260139 0.00561725 0.00420995 0.00318662 0.00204699
internal_count=3910 3842 396 3446 2863 2616 2458 2328 1999 604 300 215 1395 922 346 213
is_linear=0
shrinkage=0.00188464


Tree=3213
num_leaves=12
num_cat=0
split_feature=159 0 52 16 43 12 0 48 0 4 49
split_gain=3.38995e-05 5.4547e-05 7.8215e-05 6.743e-05 0.000132232 6.88675e-05 6.37095e-05 6.06999e-05 4.69016e-05 6.66522e-05 4.51175e-05
threshold=-0.034019999999999988 -0.077944999999999987 0.086950000000000013 0.15737500000000001 -0.074254999999999988 0.088375000000000023 -0.10071499999999999 0.085790000000000019 -0.11756999999999999 1.0000000180025095e-35 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -3 7 8 9 -2 -9
right_child=1 3 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.010954067009417071 0.01536769684713343 0.02816057024029844 -0.018211094956283837 0.013304045551806653 -0.017174253242208469 0.0038596668011005252 -0.011182227243990867 0.0046808122349202893 0.01905250245547601 -0.0077829671406852482 -0.015312462692953005
leaf_weight=0.0011937645293254905 0.0010636939079930645 0.0010233430884205143 0.0012052790498939571 0.0014168837165246251 0.0011829109707075583 0.0010914774643576708 0.0016869666726028179 0.0010014563079141781 0.001325729385779744 0.0011970672836327232 0.0010441391608019823
leaf_count=520 127 301 522 195 270 397 1085 83 107 180 123
internal_value=0 0.000886731 -0.00232581 0.00669521 -0.000563632 0.0156187 0.000290132 0.00372642 0.00900274 0.00310948 -0.00552441
internal_weight=0 0.0132389 0.00852433 0.00471462 0.00259979 0.00211482 0.00731905 0.00563209 0.00358649 0.00226076 0.0020456
internal_count=3910 3390 2227 1163 465 698 1705 620 414 307 206
is_linear=0
shrinkage=0.0672971


Tree=3214
num_leaves=14
num_cat=0
split_feature=11 3 52 48 124 16 52 43 13 2 1 1 12
split_gain=7.93658e-05 8.21196e-05 7.23256e-05 8.30785e-05 0.000102477 8.71649e-05 0.000173768 0.000146519 0.000197162 0.000119805 0.000115278 0.000115434 7.79969e-05
threshold=0.08184000000000001 -0.15464999999999998 0.25333500000000003 -1.0000000180025095e-35 -0.048219999999999992 0.3935300000000001 0.10599500000000002 0.088185000000000013 -0.094679999999999986 0.11203000000000002 0.094695000000000015 0.086560000000000012 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 10 11 12 -10
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00055408690645730578 -0.00050423702465300082 -0.00049863382794594787 -0.00049439435350835355 0.00064192766432491087 0.00074236272189348107 -0.0004663267958466905 0.00076023060615666629 -0.00061158165565678964 0.00043875950688130472 -0.00066570124870686293 0.00051384509386777138 -0.00047038958110508087 -0.00018302918498148274
leaf_weight=0.0010008365797086602 0.0011391121158765864 0.0010525964582893928 0.0010778821050361756 0.0010396516930228578 0.0013789996241852839 0.0012568218770994373 0.0011957754586903241 0.0013211053803194308 0.0015446723209104449 0.0010070305329426916 0.0014995202167299203 0.0018703473143897951 0.0014409545751192516
leaf_count=113 224 206 391 276 184 255 246 227 572 139 148 321 608
internal_value=0 2.02115e-05 -1.38535e-05 2.16055e-05 6.20043e-05 1.38296e-05 6.74314e-05 -1.48962e-05 7.52808e-05 -4.96636e-05 4.79478e-05 -9.59208e-05 0.000138665
internal_weight=0 0.0166862 0.0156854 0.0146075 0.0135549 0.0125152 0.0112584 0.0100626 0.00874152 0.00736252 0.00635549 0.00485597 0.00298563
internal_count=3910 3686 3573 3182 2976 2700 2445 2199 1972 1788 1649 1501 1180
is_linear=0
shrinkage=0.00192234


Tree=3215
num_leaves=16
num_cat=0
split_feature=403 403 403 160 474 483 52 42 12 0 15 0 1 150 2
split_gain=0.000137182 0.000132787 0.000110472 0.000154836 0.00021297 0.000417306 0.000111863 0.000139091 0.000169485 0.000117375 0.000142431 9.01417e-05 0.000256599 0.000149837 5.75978e-05
threshold=0.09389500000000002 -1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.27466499999999994 0.088115000000000013 0.091555000000000011 -1.0000000180025095e-35 0.024640000000000006 -0.19631499999999999 0.10752500000000002 0.097540000000000016 0.075670000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 9 -9 10 11 13 14 -8 -13
right_child=-2 2 -4 6 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00066559135176517861 -0.00070045651129639803 -0.0014115128416610043 0.00062519632555607045 -0.00039742175336086156 0.00037892282720896795 0.00025841625600550675 -0.00073764366181863859 0.0011294431781039326 9.8063868198631287e-05 0.000567309079476282 -0.00062990416852220783 -0.00037950650397245252 0.0011062272829190358 0.00029712621280291503 0.00023765836737195333
leaf_weight=0.0010175525997741441 0.0010706713368789844 0.0013161701263258163 0.0012478127378370276 0.0014078167551930384 0.0010573032072389472 0.0010221293913977693 0.0010693770298937384 0.0011948037442752043 0.0012570514439586497 0.0014906971642341836 0.0012786410832501538 0.001141807063707978 0.0010403202873681535 0.0010827433074561688 0.001184512816902128
leaf_count=930 307 429 163 356 247 271 65 168 159 121 185 103 165 48 193
internal_value=0 2.21939e-05 6.38739e-05 1.88113e-05 -0.000351343 -0.000681545 0.000122278 0.000190402 0.000600661 6.90356e-05 -4.02378e-05 9.6382e-05 0.00029674 -0.000217045 -6.52592e-05
internal_weight=0 0.0178087 0.0167912 0.0155434 0.0033956 0.0023383 0.0121478 0.01074 0.00245186 0.0082881 0.0067974 0.00551876 0.00336664 0.00215212 0.00232632
internal_count=3910 3603 2673 2510 947 700 1563 1207 327 880 759 574 461 113 296
is_linear=0
shrinkage=0.00196078


Tree=3216
num_leaves=12
num_cat=0
split_feature=11 0 43 42 160 43 3 49 15 4 0
split_gain=3.0077e-05 4.81336e-05 7.55246e-05 5.96471e-05 5.20482e-05 7.93358e-05 0.000100642 3.85973e-05 6.64891e-05 7.37481e-05 6.93559e-06
threshold=0.080455000000000013 -0.017269999999999997 -0.084699999999999984 -1.0000000180025095e-35 0.099550000000000013 -0.044024999999999988 -0.076734999999999984 1.0000000180025095e-35 0.035895000000000003 -1.0000000180025095e-35 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 8 9 -7 -11
right_child=-2 2 -4 4 -6 7 -8 -9 -10 10 -12
leaf_value=-0.014621039587213494 -0.01337754445997329 0.027610004388715609 -0.0010707858519391361 0.0019108087158054188 -0.01599578552765387 0.024831327334426816 0.034894584242313828 -0.014915028294110202 -0.012674950780328922 0.0036874199674029671 -0.0057683949951739142
leaf_weight=0.0018306514803699122 0.0010281785108925733 0.0010344116982305611 0.0013945153707243796 0.0014602059742355334 0.0010054910004090511 0.0011056822292370289 0.0010138291157753511 0.001159055818010203 0.0014548572806472675 0.0010044209955037409 0.0010025536213695966
leaf_count=981 241 103 232 628 224 115 380 190 558 98 160
internal_value=0 0.000893614 0.0111436 -0.00136216 0.0012744 0.00339193 0.0154272 -0.00180762 0.00151853 0.00815257 -0.00103609
internal_weight=0 0.0134657 0.00242893 0.0110367 0.0092061 0.00820061 0.00247404 0.00572657 0.00456751 0.00311266 0.00200697
internal_count=3910 3669 335 3334 2353 2129 1008 1121 931 373 258
is_linear=0
shrinkage=0.0804263


Tree=3217
num_leaves=14
num_cat=0
split_feature=158 457 16 15 151 15 2 0 16 133 16 43 16
split_gain=7.74323e-05 0.000103345 0.000127252 0.000108312 0.000149054 0.000148344 0.000147393 0.000103509 0.000149424 0.000108206 5.81342e-05 0.000179446 8.62847e-05
threshold=0.085745000000000002 -0.068264999999999978 -0.48509999999999992 -0.14097499999999996 0.056555000000000001 -0.089594999999999994 0.086650000000000019 -0.084304999999999977 -0.014099999999999998 -0.086869999999999989 0.20277000000000003 -0.074254999999999988 0.0063350000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -7 -9 12 -12 -11
right_child=-2 2 3 4 -6 7 -8 9 -10 10 11 -13 -14
leaf_value=-0.00056456772897459009 -0.00051045213128049841 0.00055258675234654659 -0.00048663500075472524 0.00010789442946655887 -0.00065762591555405423 -0.00077711378630819982 0.0010270832200648878 0.00066607694169643712 0.000200866913633208 8.2897049122779184e-05 0.00073887185525636204 -0.0003710733912284822 -0.0006104426210560899
leaf_weight=0.0010746421915487281 0.0011100437649943775 0.0018138430567864678 0.0015586511024074943 0.0014723321629468034 0.0010191322717148085 0.0013517376255058771 0.0012318523510677021 0.001189878148937974 0.0010809869636159894 0.0019027139548972128 0.0012656312424752514 0.0010044380375687639 0.0010827949217614846
leaf_count=274 410 224 335 119 80 474 236 216 233 754 147 207 201
internal_value=0 2.40114e-05 6.36078e-05 9.72065e-07 6.12831e-05 0.00012454 0.000526618 2.07196e-06 -0.000342546 0.000132142 1.12574e-05 0.000247754 -0.000168566
internal_weight=0 0.0170486 0.015974 0.0141601 0.0126015 0.0115824 0.00270418 0.00887818 0.00243272 0.00644546 0.00525558 0.00227007 0.00298551
internal_count=3910 3500 3226 3002 2667 2587 355 2232 707 1525 1309 354 955
is_linear=0
shrinkage=0.00196078


Tree=3218
num_leaves=15
num_cat=0
split_feature=453 4 15 15 13 12 43 42 133 43 12 3 0 4
split_gain=0.000111541 0.00016713 0.000120585 0.000137362 0.000116244 9.97061e-05 9.34232e-05 0.000141253 0.000152947 0.000134468 0.000100233 0.000156486 0.000122849 0.000103159
threshold=1.0000000180025095e-35 0.40359500000000004 -0.10981499999999998 -0.10071499999999999 -0.45122499999999993 0.10129000000000001 -0.17307499999999998 0.086325000000000013 -0.085714999999999986 -0.079109999999999986 0.085325000000000012 -0.010319999999999998 -0.13870499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -8 -9 11 -10 13 -13
right_child=-2 -3 3 4 5 -7 7 9 10 -11 -12 12 -14 -15
leaf_value=-0.00058268197972744624 -0.00064791831866507722 0.00058959519224619785 0.00069854464101951541 0.00058039180784010143 0.00038619355233377318 -0.00061812060255776356 0.00071710423899647483 -0.0010728188332327603 0.00062244676017441107 -0.0001312202756697188 -0.00059130583338229284 -0.00030934890506088012 -0.0007078418363397253 0.00049239440486900145
leaf_weight=0.0014571931208798303 0.0010218503518179536 0.0017725992924920364 0.0010317562171422408 0.0010586993672572166 0.0016983925489268146 0.0012652797458843597 0.0010477660802531048 0.0010022311861700535 0.0012780728842448465 0.0013943567002052681 0.0012405993754726705 0.0013051628264665327 0.0011415891621796275 0.0011702566131246428
leaf_count=316 99 374 61 42 114 403 246 284 394 710 570 97 165 35
internal_value=0 1.81698e-05 -4.47775e-05 8.7842e-06 -4.35348e-05 -9.61948e-05 -3.76421e-05 -0.000112782 2.47414e-05 -0.000524988 -9.34906e-05 3.26746e-05 -0.000175722 6.96759e-05
internal_weight=0 0.017864 0.0160914 0.0146342 0.0136024 0.0125437 0.0112784 0.00958003 0.00718345 0.00239659 0.00613568 0.00489508 0.00361701 0.00247542
internal_count=3910 3811 3437 3121 3060 3018 2615 2501 1507 994 1261 691 297 132
is_linear=0
shrinkage=0.00196078


Tree=3219
num_leaves=16
num_cat=0
split_feature=158 42 156 457 43 40 15 151 133 4 15 1 1 13 42
split_gain=8.77604e-05 0.00010266 0.000105374 0.000112206 0.000104853 0.000192762 0.000134855 0.000160732 0.000214069 0.000114572 0.000136316 9.49348e-05 0.000219445 0.000162725 9.01693e-05
threshold=0.085745000000000002 -0.11145999999999999 0.091280000000000014 -0.068264999999999978 0.16180500000000003 -0.018084999999999997 -0.19153499999999998 0.056555000000000001 0.091545000000000015 0.15927500000000003 0.014775000000000002 0.086560000000000012 0.094695000000000015 -0.028919999999999998 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 9 10 11 13 -13 -8 -12
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 14 12 -14 -15 -16
leaf_value=-0.00056608047869257804 -0.00053519903512236778 -0.0004958906204437809 -0.0005435373696727273 0.00093607331484588108 -0.00041458495333665291 -0.00051749720402971175 0.00013736206066928189 -0.00053766984269383263 -0.00053956188260116395 0.00088923908336780062 -0.00053488635877568368 -0.00036856981487282353 0.00073708236968157801 0.0011400146430418096 0.00026092585448249568
leaf_weight=0.0010378904429277072 0.0011208029548078055 0.0010919563562466041 0.0010101564766735798 0.0011734354726499778 0.0011417161531808101 0.0011136326136992206 0.0010409070423329485 0.0010257608057931055 0.0010891218017701236 0.0013068879740128639 0.0010630646722501799 0.0013163978278019073 0.0013371930918497504 0.0014062403466984898 0.0010416915099336344
leaf_count=202 410 249 324 255 220 151 293 67 489 109 361 114 173 136 357
internal_value=0 1.99702e-05 5.76141e-05 9.77023e-05 0.000143816 0.000193183 0.000118935 0.000185627 0.000262899 0.00036557 0.00027059 0.000440437 0.000188589 0.000713531 -0.000141021
internal_weight=0 0.0171961 0.0161582 0.015148 0.014056 0.0129143 0.0117409 0.0106273 0.0096015 0.00851238 0.00720549 0.00510074 0.00265359 0.00244715 0.00210476
internal_count=3910 3500 3298 2974 2725 2505 2250 2099 2032 1543 1434 716 287 429 718
is_linear=0
shrinkage=0.00192234


Tree=3220
num_leaves=12
num_cat=0
split_feature=13 39 43 133 3 47 0 52 1 52 4
split_gain=3.00027e-05 6.39654e-05 6.69023e-05 6.85637e-05 8.76723e-05 9.88769e-05 0.00013028 8.06905e-05 8.58552e-05 5.28801e-05 4.72792e-05
threshold=-0.45122499999999993 0.005105000000000001 0.088185000000000013 0.090085000000000012 -0.10628499999999998 0.096175000000000024 -0.082074999999999995 -0.0066199999999999991 0.094695000000000015 -0.07984999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 10 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.011611480727010745 0.014734376887620384 0.012709341590579524 -0.020565562740560192 -0.01929123320072991 0.0062818963669169668 -0.02311923861090558 -0.022335961994913001 0.01569070311284107 0.031122576593656748 -0.015669630974229617 -0.0066522480870775894
leaf_weight=0.001112418841631743 0.0019691631294582812 0.0016321845086768897 0.0010849604471689063 0.0010457217871204403 0.0011988957385033203 0.0011315872456369308 0.0011309710761303726 0.0010639177596169743 0.0010062386844134213 0.0012247365930367917 0.0010281288667874269
leaf_count=112 362 431 310 674 221 215 630 479 95 215 166
internal_value=0 -0.00108307 -0.00297731 -0.0012103 0.000728219 -0.00281478 0.000638795 0.00534437 0.0132883 -0.00481089 0.00471034
internal_weight=0 0.0135165 0.0118843 0.0107994 0.00975364 0.00778448 0.00665289 0.00552192 0.00309829 0.00242363 0.00209205
internal_count=3910 3798 3367 3057 2383 2021 1806 1176 740 436 645
is_linear=0
shrinkage=0.0743015


Tree=3221
num_leaves=12
num_cat=0
split_feature=52 11 52 13 3 39 0 1 3 16 16
split_gain=3.27258e-05 4.33496e-05 7.49797e-05 8.64483e-05 7.79837e-05 7.73666e-05 7.06509e-05 6.84911e-05 5.7647e-05 0.000116028 7.05494e-05
threshold=0.18936500000000003 0.077330000000000024 0.10433000000000002 -0.094679999999999986 0.11265500000000002 0.005105000000000001 -0.23029999999999998 0.076710000000000014 -0.083144999999999983 -0.057604999999999996 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1 10 -10 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 9 -11 -12
leaf_value=0.0010100140725754683 -0.011999494561701081 -0.012729269488856082 0.018263039168389995 0.013896898557685724 -0.021281519605990951 0.017864072947054645 0.011944803038318998 0.026568334106025795 -0.030778991722094761 -0.0017911407668938779 -0.013170791120168855
leaf_weight=0.0011939815333585045 0.0011318686436716614 0.0011339131575176598 0.001363462143915529 0.0010455626337719818 0.0010985662564738652 0.0010474820567879231 0.0014358432319419769 0.0010418515401525404 0.0012255257799985756 0.0018220365095173159 0.0010115903772274599
leaf_count=112 449 257 274 68 107 329 439 196 538 540 601
internal_value=0 0.000898666 0.00215644 0.000145834 -0.003142 -0.000515835 -0.00345941 0.0129197 -0.00676189 -0.0134481 0.00156385
internal_weight=0 0.0134198 0.0122859 0.0109224 0.00868661 0.00758804 0.00654056 0.00223583 0.005495 0.00304756 0.00244743
internal_count=3910 3461 3204 2930 2622 2515 2186 308 2118 1078 1040
is_linear=0
shrinkage=0.0728446


Tree=3222
num_leaves=16
num_cat=0
split_feature=403 48 403 11 457 160 1 160 12 52 2 13 47 1 12
split_gain=0.000132827 0.000128646 9.18101e-05 0.000121009 0.000117901 0.000128966 0.000172752 0.00016442 0.000210225 0.000177412 0.000135634 0.000215486 0.000109272 0.000257943 0.000123392
threshold=-1.0000000180025095e-35 -0.083299999999999999 0.09389500000000002 0.08184000000000001 -0.0034949999999999994 -1.0000000180025095e-35 0.091035000000000019 0.099550000000000013 -0.023959999999999995 0.10599500000000002 0.10393500000000001 -0.098524999999999988 0.09550500000000002 0.090820000000000012 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -7 10 11 -10 13 14 -13
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00068347609369844562 -0.00063919996053023165 -0.00044999659313759176 -0.00048192419548896996 -0.0005007844204816328 -0.00074012537098591018 -0.00040658618478430506 0.00025070691898409819 -0.00031815271460337857 0.0012980775953462462 0.0011579411506981679 -0.00020655955333108675 0.00090545495753755509 0.00080571545361871879 -0.00065382844929616751 4.9503059835833788e-05
leaf_weight=0.0010222567973023578 0.0010040810457252391 0.0011073778276225387 0.0010470646110360892 0.0011273465121163671 0.001145203286159426 0.0010899298840459223 0.0015045393905392217 0.001403166809808465 0.0010199550933738819 0.0012529268387212467 0.0012318276556121926 0.0012711468674434104 0.0012833946307455046 0.0010391013718339757 0.0012193929100782486
leaf_count=930 113 273 306 208 516 280 277 221 45 73 209 119 70 99 171
internal_value=0 2.91372e-05 6.9219e-05 0.000105987 0.000152942 0.000202545 -0.000177525 0.0002957 0.000387257 0.000491279 0.000373049 0.000495452 0.000325364 0.000150705 0.000486372
internal_weight=0 0.0177465 0.0167424 0.0156953 0.014568 0.0134606 0.00264974 0.0108108 0.00940768 0.00831775 0.00706482 0.00583299 0.00481304 0.00352964 0.00249054
internal_count=3910 2980 2867 2561 2353 2080 793 1287 1066 786 713 504 459 389 290
is_linear=0
shrinkage=0.00192234


Tree=3223
num_leaves=10
num_cat=0
split_feature=4 158 156 151 12 43 0 2 16
split_gain=3.4144e-05 4.17995e-05 6.25274e-05 8.12379e-05 7.07698e-05 0.000110398 7.5297e-05 6.06495e-05 9.06238e-05
threshold=0.27608500000000008 1.0000000180025095e-35 0.084330000000000016 -0.024429999999999997 0.088325000000000015 -1.0000000180025095e-35 -0.10209999999999998 0.10325000000000002 0.011450000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -6
right_child=-2 -3 -4 4 7 6 -8 -9 -10
leaf_value=0.01714261468678829 0.0096531883378678414 -0.016275097242840923 -0.017150745346742199 -0.023077590721829952 0.0021206587576460172 -0.0095428503403634669 0.013121698431908821 -0.009526635178078063 0.030224125680187914
leaf_weight=0.001633003264575157 0.0018043339381719889 0.0010106344494741583 0.0011310379259938828 0.0016725204792731483 0.0018668993240899042 0.0018617470036246531 0.0015370196998624195 0.0010112838451904142 0.0010186504692960632
leaf_count=378 441 404 459 633 804 134 225 246 186
internal_value=0 -0.00148597 -0.000212004 0.0015952 -0.00123583 -0.0071374 0.000706708 0.0064444 0.0120417
internal_weight=0 0.0127428 0.0117322 0.0106011 0.00896812 0.00507129 0.00339877 0.00389683 0.00288555
internal_count=3910 3469 3065 2606 2228 992 359 1236 990
is_linear=0
shrinkage=0.0757875


Tree=3224
num_leaves=11
num_cat=0
split_feature=159 0 52 16 43 0 151 2 12 1
split_gain=2.94716e-05 4.16107e-05 7.39623e-05 7.13324e-05 0.000104137 6.13044e-05 6.34685e-05 5.38833e-05 5.19021e-05 4.27077e-05
threshold=-0.034019999999999988 -0.077944999999999987 0.086950000000000013 0.15737500000000001 -0.074254999999999988 -0.10071499999999999 -0.0088999999999999982 0.091525000000000009 0.088375000000000023 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 8 -5 6 -2 9 -3 -8
right_child=1 3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.010620641043287606 -0.0073476849512952754 0.027125148385173495 -0.018152012314460959 0.011303668345581091 -0.016852004365460034 -0.01110087903164559 0.010702993624465321 0.018445563108627425 0.0051920079254472373 -0.0083302908376318707
leaf_weight=0.0011946423760382944 0.0016814340155120108 0.0010129320925423299 0.0012015679157223423 0.0014004483369730036 0.0011921717287799831 0.0016962315193478922 0.0012601377437877481 0.0016736018418078303 0.0011068436878313437 0.0010675104083945897
leaf_count=520 205 301 522 195 270 1085 119 241 397 55
internal_value=0 0.000860033 -0.00204302 0.006146 -0.00164323 0.000580139 0.00406682 0.00886351 0.0156727 0.00197391
internal_weight=0 0.0132929 0.00858048 0.0047124 0.00259262 0.00737892 0.00568268 0.00400125 0.00211978 0.00232765
internal_count=3910 3390 2227 1163 465 1705 620 415 698 174
is_linear=0
shrinkage=0.0700159


Tree=3225
num_leaves=13
num_cat=0
split_feature=49 42 43 4 39 1 0 12 2 3 151 43
split_gain=3.05035e-05 6.14325e-05 5.55384e-05 4.68769e-05 8.62887e-05 6.31794e-05 7.7935e-05 0.000100584 5.92061e-05 7.40656e-05 5.45425e-05 2.62278e-05
threshold=-0.14750499999999997 0.091955000000000023 0.12512500000000001 -0.23071499999999998 0.084350000000000008 0.11327500000000001 -0.077944999999999987 0.086935000000000012 0.081110000000000015 0.086245000000000016 -0.0017399999999999998 -0.077049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -10 -11 -3
right_child=1 11 -4 4 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.012567079744552014 -0.014965216084776061 -0.021960825280187828 0.017613381894367168 -0.013128764579464375 -0.019544670920092596 0.021313743306127942 0.018562198014113462 -0.022361346505953804 0.021744844144492587 -0.01337502841128128 0.0096900843641504787 -0.0046244474843790458
leaf_weight=0.0010175722646336332 0.0011567986069599993 0.00100076005635157 0.0010618194638594156 0.001070927727433692 0.0010214391309549343 0.0010354344378026795 0.0012385515658955284 0.0011591127675487402 0.0012901560938933083 0.0010813216244915935 0.0012930316258984442 0.0010041814935740773
leaf_count=143 237 213 222 132 224 224 316 771 677 72 80 599
internal_value=0 -0.00104323 0.00110687 -0.000587079 0.00122279 0.00381966 0.00128024 -0.00235101 0.002547 0.00712814 -0.000814168 -0.0132778
internal_weight=0 0.0134135 0.0114086 0.0103468 0.00918997 0.00816854 0.0071331 0.00589455 0.00473544 0.00366451 0.00237435 0.00200494
internal_count=3910 3767 2955 2733 2496 2272 2048 1732 961 829 152 812
is_linear=0
shrinkage=0.0757875


Tree=3226
num_leaves=13
num_cat=0
split_feature=48 48 51 4 0 15 1 12 16 12 12 42
split_gain=9.47526e-05 0.000118145 0.000106363 0.000132039 0.000114136 7.469e-05 0.000135907 9.85542e-05 7.14643e-05 9.17091e-05 8.77348e-05 5.14866e-05
threshold=0.12862000000000004 0.097140000000000018 0.08955500000000001 0.28937500000000005 -0.22851499999999997 -0.0063699999999999989 0.092385000000000009 1.0000000180025095e-35 0.15737500000000001 0.080120000000000011 0.088325000000000015 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 -7 -11 -12
right_child=-2 -3 -4 -5 5 8 7 -9 -10 10 11 -13
leaf_value=0.00056838381640376718 -0.00057647846375963947 0.00055894671294142437 -0.00050244971272232915 0.00068524025438413262 -0.0007481592503474823 0.00055432923267545399 0.0002968551409979413 -0.00047385219296260111 -0.00028910593027962932 -0.00046890695523060734 -5.8283199570009109e-05 0.00050523210733308338
leaf_weight=0.0011327659078672657 0.0010627464556898494 0.0014659567870198764 0.0015979862679628204 0.0010949080538328214 0.00157028705772455 0.0015606582204819976 0.0015541369630447058 0.0010820307581392852 0.0018842533349264969 0.0011254749004027433 0.0014199746730655799 0.0011111620185552604
leaf_count=55 123 250 367 344 838 149 127 142 201 552 367 395
internal_value=0 2.74508e-05 -2.40339e-05 3.24467e-05 -2.50055e-05 -8.44477e-05 -0.000291503 -1.94863e-05 3.81975e-05 0.000156405 -1.34302e-05 0.000189098
internal_weight=0 0.0165996 0.0151336 0.0135357 0.0124407 0.011308 0.00420645 0.00263617 0.00710152 0.00521727 0.00365661 0.00253114
internal_count=3910 3787 3537 3170 2826 2771 1107 269 1664 1463 1314 762
is_linear=0
shrinkage=0.00196078


Tree=3227
num_leaves=15
num_cat=0
split_feature=403 403 42 133 15 14 16 49 150 151 51 12 1 52
split_gain=0.000102482 9.41264e-05 0.000135456 9.92435e-05 0.000158348 8.4801e-05 0.000106845 0.000108158 0.000137714 0.000136036 6.75245e-05 9.28677e-05 0.000152626 9.75391e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 0.10304500000000001 0.085285000000000014 -0.22654999999999997 0.3935300000000001 -0.00064499999999999985 0.077110000000000012 -0.024429999999999997 -0.0084849999999999978 0.086865000000000012 0.094485000000000013 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 -9 12 13 -12
right_child=1 -3 -4 -5 -6 6 -8 10 9 -11 11 -13 -14 -15
leaf_value=-0.00060369809378252347 -0.00047096361288174836 -0.00054550014867041894 0.00064273485162299234 0.00058506265004628787 -0.00067207511847546084 -0.000708350375138427 -0.00044915345754843034 0.00078084231523812588 0.00062217488318340528 -0.0002937876942986347 -0.00068323363305017987 0.00058652069100783915 0.00058270570909033797 0.00015523619235501828
leaf_weight=0.0010204709004214335 0.0011320608214886877 0.001006673904344931 0.0014565189860163445 0.0010883086645137293 0.001332659578344675 0.0010470512264560234 0.0012412059496905029 0.0010135864109219956 0.0011808124904900269 0.0013205365562772714 0.0011143923903676836 0.0018050837853863869 0.0012405546968785228 0.0010231535151037016
leaf_count=930 122 307 299 97 359 251 263 257 193 145 136 272 185 94
internal_value=0 3.60515e-05 7.26503e-05 1.55408e-05 -3.05384e-05 4.00111e-05 9.26631e-05 0.000161672 -0.000111308 0.000138611 0.000317986 0.000227474 3.56172e-05 -0.000281893
internal_weight=0 0.0170026 0.0159959 0.0145394 0.0134511 0.0121184 0.0109864 0.00974517 0.0035484 0.00250135 0.00619677 0.00518318 0.0033781 0.00213755
internal_count=3910 2980 2673 2374 2277 1918 1796 1533 589 338 944 687 415 230
is_linear=0
shrinkage=0.00196078


Tree=3228
num_leaves=11
num_cat=0
split_feature=14 2 40 3 2 15 151 42 43 12
split_gain=2.90475e-05 4.92862e-05 0.000141505 9.99352e-05 7.99019e-05 7.1214e-05 6.59047e-05 8.65692e-05 8.73181e-05 7.72902e-05
threshold=-0.13131999999999996 0.10910500000000002 -1.0000000180025095e-35 0.10420500000000001 0.097135000000000013 -0.073314999999999991 -0.0074049999999999993 -0.087904999999999983 -0.074254999999999988 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -3 -4 -8 -9 -10
right_child=1 5 3 -5 -6 -7 7 8 9 -11
leaf_value=-0.012075742202946684 -0.028443624146260567 0.025929758789354593 0.015420102594788035 0.023262120476523724 -0.020209324808389533 0.0010604671817040418 0.017059769878857382 0.0076426236188641685 -0.0038853291860570655 -0.028274869547522639
leaf_weight=0.0010732845989305925 0.0010151060332444445 0.0010040277969286296 0.0015355125736570621 0.0010598265004293532 0.0011272606045806812 0.0019377531662372479 0.0010804845625919804 0.0015902885579597071 0.0017548305875127899 0.0012985479340838963
leaf_count=172 247 291 380 104 322 377 310 575 177 955
internal_value=0 0.00088175 -0.00155522 0.00133409 -0.00143688 0.00954834 0.00147806 -0.00226192 -0.00675767 -0.0142578
internal_weight=0 0.0134036 0.0104619 0.00944675 0.00838692 0.00294178 0.00725966 0.00572415 0.00464367 0.00305338
internal_count=3910 3738 3070 2823 2719 668 2397 2017 1707 1132
is_linear=0
shrinkage=0.0757875


Tree=3229
num_leaves=14
num_cat=0
split_feature=48 158 50 4 12 3 47 12 2 0 3 2 49
split_gain=6.54825e-05 0.000110708 0.000113706 0.000122953 0.000100633 0.000153315 0.000152011 8.88306e-05 7.81209e-05 8.82111e-05 0.000113877 0.000122851 5.4554e-06
threshold=0.12738500000000003 0.084965000000000027 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10223 0.09550500000000002 1.0000000180025095e-35 0.097135000000000013 -0.077944999999999987 -0.086589999999999986 0.086545000000000025 -0.0057999999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 10 -6 -12 -13
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 11 12 -14
leaf_value=-0.0004689633284400245 -0.00046862031163539685 -0.00059475164281115589 -0.00048479898651499528 0.0005942148897531695 -0.00065995503231350598 0.00093978392913494435 0.00062215393585081586 0.00017402087083209748 -0.00045830277088556009 0.0003906371508966721 -0.00036129096565920484 0.00043691074657905627 0.00024054066762334476
leaf_weight=0.0012536293585895574 0.0010733944628758809 0.0010033706247116183 0.0012878216689497747 0.0015881454715793294 0.0011152093815782011 0.0010468111721371751 0.001168111471426204 0.0011071283382069197 0.0017445829447968377 0.0015027636447934745 0.0015956425497384548 0.0010088727482047187 0.0010011528645515562
leaf_count=217 127 413 631 318 453 98 166 29 452 253 368 76 309
internal_value=0 1.18431e-05 5.13142e-05 0.000100169 3.76193e-05 9.38683e-05 -1.27667e-05 0.00054618 -0.000105844 -7.04389e-06 -0.000133635 2.91525e-05 0.000339103
internal_weight=0 0.0164232 0.0154199 0.014132 0.0125439 0.0112903 0.00913634 0.00215394 0.00796822 0.00622364 0.00472088 0.00360567 0.00201003
internal_count=3910 3783 3370 2739 2421 2204 2077 127 1911 1459 1206 753 385
is_linear=0
shrinkage=0.00188464


Tree=3230
num_leaves=14
num_cat=0
split_feature=453 4 15 47 51 130 0 42 43 0 1 1 2
split_gain=0.000129702 0.00016201 9.62458e-05 0.000129371 0.000131183 9.91787e-05 0.000127778 0.000189627 0.000120697 0.000117463 0.000143171 0.000182138 0.000151253
threshold=1.0000000180025095e-35 0.28937500000000005 -0.10981499999999998 0.09550500000000002 -1.0000000180025095e-35 -0.076219999999999996 0.14676000000000003 -1.0000000180025095e-35 -0.083094999999999988 -0.082604999999999998 0.094695000000000015 0.088785000000000017 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 -9 10 11 12 -10
right_child=-2 -3 3 4 -6 6 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0005256476142251683 -0.00067245124520666001 0.00054527042776995719 0.00051370943071171315 -3.146606676373877e-05 0.00096238670107174945 -0.00092333560620327579 0.00041176663040183109 0.00035246174563081527 0.00043479651417579557 -0.00062309376828158323 0.00043834479348938305 -0.00093241795010596607 -0.00053765446182313435
leaf_weight=0.0014641764604802461 0.0011070152047979445 0.0020004171465801438 0.0010212308094728036 0.001033790444894378 0.0010089736547125852 0.0012320109233359263 0.0014949872775017305 0.0017906423949048999 0.0014376029285590552 0.0019787185747145901 0.0015457416430881832 0.0011183947799127125 0.0010745850049898417
leaf_count=305 99 404 146 86 116 754 65 393 330 759 106 89 258
internal_value=0 1.88193e-05 -4.61848e-05 1.45265e-06 0.000459423 -7.22461e-05 -0.000123511 -0.000202137 -0.000102813 -0.000216751 -6.14209e-05 -0.000274199 1.88319e-05
internal_weight=0 0.0182013 0.0162009 0.0147367 0.00204276 0.0126939 0.0116727 0.0101777 0.00894569 0.00715504 0.00517632 0.00363058 0.00251219
internal_count=3910 3811 3407 3102 202 2900 2754 2689 1935 1542 783 677 588
is_linear=0
shrinkage=0.00196078


Tree=3231
num_leaves=15
num_cat=0
split_feature=128 41 50 159 3 2 15 3 43 15 1 1 3 51
split_gain=0.000120418 0.000132975 0.000105361 0.000160398 0.000143908 0.000159263 0.000159283 0.000184879 0.000103334 0.000101201 0.000143625 0.000251635 8.41771e-05 7.12687e-05
threshold=0.081870000000000012 0.078535000000000008 0.10119500000000002 -0.026594999999999997 -0.11266 0.12547000000000003 0.090325000000000003 -0.048154999999999996 -0.078644999999999979 -0.017214999999999998 0.11183500000000002 0.094385000000000011 0.10420500000000001 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 10 11 13 -11 -9
right_child=-2 -3 -4 4 5 -7 -8 9 -10 12 -12 -13 -14 -15
leaf_value=0.00079341108312074526 -0.00067280407167954949 -0.00067190995979254887 -0.00054321782439218323 0.0005429603033484864 -0.00083720402109884243 -0.00075502175393978585 0.00064239596386397976 -0.00062081577741444937 -0.00013847178589922464 9.6462852228379974e-05 -0.00064009468407337196 0.00081923858029420117 0.0007855524004523937 7.1375988537757809e-05
leaf_weight=0.0011790138293349415 0.0010223225961474422 0.0010144621815515479 0.001053048237817141 0.0019345543152295116 0.001402490369611621 0.0010693035054647115 0.0014581296758375316 0.0010648484498968491 0.0019383902628261618 0.0014358490508143279 0.0011895240455286138 0.0013424121511529247 0.0012973931240425896 0.0012353074197548608
leaf_count=301 288 177 418 274 524 247 371 96 714 118 142 149 55 36
internal_value=0 1.83755e-05 5.81628e-05 9.64341e-05 4.29636e-05 -2.904e-05 3.3745e-05 -4.76299e-05 -0.000431797 0.00012202 -4.85412e-05 0.000144638 0.000423554 -0.000249072
internal_weight=0 0.0186147 0.0176003 0.0165472 0.0153682 0.0134336 0.0123643 0.0109062 0.00334088 0.00756533 0.00483209 0.00364257 0.00273324 0.00230016
internal_count=3910 3622 3445 3027 2726 2452 2205 1834 1238 596 423 281 173 132
is_linear=0
shrinkage=0.00196078


Tree=3232
num_leaves=14
num_cat=0
split_feature=403 403 403 160 1 43 16 133 15 2 16 13 4
split_gain=0.000152248 9.35473e-05 0.000135913 0.000141878 0.000215745 0.000106714 9.96002e-05 0.000147757 8.18308e-05 0.000113656 0.000119818 6.46927e-05 4.59184e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.090540000000000023 -0.15109999999999998 0.15737500000000001 0.083815000000000014 -0.10469999999999999 0.080080000000000012 -0.094359999999999986 0.24071000000000004 -0.049279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 11 7 8 -7 -10 -11 -5 -8
right_child=1 -3 -4 5 -6 6 12 -9 9 10 -12 -13 -14
leaf_value=-0.0007498078958260569 -0.00096632588642177331 -0.00053693739222838088 0.00077012815470404029 0.00088957690237145642 6.6183298035811226e-05 -0.00037220499665569146 -0.00064051425340735599 0.00068321470840670376 0.00063187948500653798 -0.00038002145576392538 0.00039100234147122098 0.00018799553643836849 -5.5303758951319504e-05
leaf_weight=0.0010083534864756575 0.0012757886086053145 0.001035199856011546 0.0010028281467180369 0.0010000459813572877 0.0019943388233683561 0.0016193758271117768 0.0010122503854751094 0.0015517330271727896 0.0012949713193465551 0.0018501959867092438 0.0013333169802607519 0.0010214258034154499 0.0010504233084673298
leaf_count=930 640 307 84 80 324 188 157 325 201 153 224 66 231
internal_value=0 3.43113e-05 7.12557e-05 2.45444e-05 -0.000336634 0.000125203 3.98934e-05 0.000143002 5.5334e-06 0.00014212 -5.71017e-05 0.000535076 -0.000342494
internal_weight=0 0.0170419 0.0160067 0.0150039 0.00327013 0.0117337 0.00971227 0.00764959 0.00609786 0.00447848 0.00318351 0.00202147 0.00206267
internal_count=3910 2980 2673 2589 964 1625 1479 1091 766 578 377 146 388
is_linear=0
shrinkage=0.00196078


Tree=3233
num_leaves=11
num_cat=0
split_feature=42 51 12 151 4 52 52 15 12 3
split_gain=3.22032e-05 6.49501e-05 5.93941e-05 4.91568e-05 7.23053e-05 7.90806e-05 8.92144e-05 8.24557e-05 8.54899e-05 0.000104361
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.051320000000000005 -0.076429999999999984 0.28937500000000005 0.11401500000000002 0.048490000000000012 0.090325000000000003 0.083785000000000012 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 8 9 -5
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.0060819775891825635 -0.012885267707095192 0.015706268317937862 -0.018488157915413882 0.014292056169880841 0.020107198484915653 -0.019376263272394275 0.016786527162833752 0.015737717417469609 -0.027856113020692998 -0.015897399898832418
leaf_weight=0.0010068885611136259 0.0016277416134156128 0.001709176006075847 0.0014129653251729569 0.0012977370871081854 0.0010839318259242411 0.0012089533324046537 0.0018041257904295935 0.0010544960635099458 0.0010178247669751341 0.0014474752715130657
leaf_count=167 521 403 893 149 280 398 328 255 420 96
internal_value=0 0.00149408 -0.00826465 0.00369725 0.00139478 -0.00119544 0.00212393 -0.00336708 -0.00872072 -0.00162602
internal_weight=0 0.0122515 0.00241985 0.0106237 0.00891454 0.00783061 0.00662166 0.00481753 0.00376304 0.00274521
internal_count=3910 2850 1060 2329 1926 1646 1248 920 665 245
is_linear=0
shrinkage=0.0773033


Tree=3234
num_leaves=12
num_cat=0
split_feature=41 457 16 160 42 43 3 2 0 3 0
split_gain=3.22131e-05 4.17356e-05 5.93145e-05 5.62461e-05 9.13887e-05 0.000102534 7.82433e-05 5.51773e-05 9.70703e-05 6.7874e-05 6.41979e-05
threshold=0.075585000000000013 -0.0034949999999999994 -0.49150499999999991 -0.083654999999999993 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 0.113945 -0.23029999999999998 -0.077689999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -7 -10 -11
right_child=-2 2 3 4 5 7 -8 -9 9 10 -12
leaf_value=-0.012505048706891318 -0.012443308719815797 0.017105520547999412 -0.013953080767177981 -0.01213003021396159 0.0058644516621557371 0.023159438692770415 0.031739461946656056 -0.01464243579068478 0.011975631109961754 -0.022382679733545182 0.00086654501277099686
leaf_weight=0.0011026447907866921 0.0010038023725964318 0.0011970928464676732 0.0012416207314483825 0.0018607769557973308 0.0012897076108961082 0.0010109984872480652 0.0011082167953660217 0.0010393331966590058 0.0012300090617449926 0.0010137886996814949 0.0015050524164630075
leaf_count=312 221 255 544 869 320 43 364 188 503 70 221
internal_value=0 0.000813942 0.00198915 0.000387692 0.00215802 0.00540147 0.0178228 0.00026535 0.00352053 -0.00177574 -0.00849085
internal_weight=0 0.0135992 0.0124966 0.0112995 0.0100579 0.00819711 0.00239792 0.00579918 0.00475985 0.00374885 0.00251884
internal_count=3910 3689 3377 3122 2578 1709 684 1025 837 794 291
is_linear=0
shrinkage=0.0714163


Tree=3235
num_leaves=14
num_cat=0
split_feature=453 4 1 15 12 3 0 4 16 0 2 403 1
split_gain=0.000145892 0.000117873 0.000183709 0.000141972 0.000118039 0.000110147 9.52776e-05 0.000208728 0.000204293 0.000155369 0.000180812 0.000120069 0.000133643
threshold=1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 -0.10469999999999999 0.10700500000000002 0.13772500000000001 -0.10071499999999999 0.0057500000000000008 -0.070594999999999977 -0.084304999999999977 0.10113500000000002 0.03138500000000001 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -9 -8 11 12 -11
right_child=-2 2 -4 4 -6 -7 9 8 -10 10 -12 -13 -14
leaf_value=-0.00074034493044384544 -0.00073230251769576603 -9.8622642219818509e-05 0.00088731688665229951 -0.00024949774910791085 -0.00061871906444093154 0.00067919268254690995 -0.0007677240479332302 9.869920498122058e-05 0.001298117485144637 0.00038744369445595814 -0.00061965145536282983 0.00069688292423909098 -0.0003877021013871333
leaf_weight=0.0010428798168014902 0.0010246303027537365 0.0014681617490019264 0.0014385057083068763 0.0017575825385668341 0.0010543302733252149 0.001028383215582491 0.0012037606395272045 0.0011722568041484614 0.0010219320866646786 0.0016860544599892474 0.0013848196303849593 0.0012869782469564495 0.0017352146044846591
leaf_count=255 99 176 332 191 268 90 786 79 30 556 330 162 556
internal_value=0 2.91973e-05 0.000389317 -4.36242e-05 1.08788e-05 6.49478e-05 8.79152e-06 0.000254007 0.000657322 -0.000124011 3.16302e-06 0.000186349 -5.69823e-06
internal_weight=0 0.0172809 0.00290667 0.0143742 0.0133313 0.012277 0.0112486 0.00395177 0.00219419 0.00729683 0.00609307 0.00470825 0.00342127
internal_count=3910 3811 508 3303 3048 2780 2690 300 109 2390 1604 1274 1112
is_linear=0
shrinkage=0.00196078


Tree=3236
num_leaves=11
num_cat=0
split_feature=1 13 403 52 0 0 16 1 1 48
split_gain=2.96546e-05 6.89431e-05 5.92162e-05 9.02845e-05 0.000122904 0.000164319 0.000101394 7.12442e-05 9.42452e-05 6.02278e-05
threshold=0.12730000000000002 0.17936000000000002 0.03138500000000001 0.11401500000000002 -0.074249999999999997 -0.099864999999999995 0.22945500000000005 0.11052000000000002 0.094385000000000011 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 9 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 -11
leaf_value=0.0086503769613040446 0.010193216496944678 -0.021893618618585273 0.014909042394630409 -0.020771538688495291 0.030733013831480721 -0.031070252674165896 -0.0031854097180973591 -0.016061111097724581 0.027014471076327051 -0.016042754789131232
leaf_weight=0.0016936289608154046 0.0016662340223416528 0.0010209264454770868 0.0016178277521375203 0.0014733709383804557 0.0014420402202785796 0.0012833603736719656 0.0010074988615386277 0.0011618253000538759 0.0011333468039609329 0.0010941681938341774
leaf_count=174 345 178 386 516 382 1278 320 105 141 85
internal_value=0 -0.00143467 0.0003195 -0.00197449 0.00116701 -0.00484121 0.0167823 0.00178117 0.00706779 -0.0010413
internal_weight=0 0.012928 0.0119071 0.0102892 0.00881587 0.00636633 0.00244954 0.00508297 0.00392114 0.0027878
internal_count=3910 3565 3387 3001 2485 1783 702 505 400 259
is_linear=0
shrinkage=0.0820348


Tree=3237
num_leaves=10
num_cat=0
split_feature=150 151 151 159 160 133 47 42 4
split_gain=2.92721e-05 0.000109008 7.32475e-05 6.18863e-05 6.96674e-05 0.000103537 8.83487e-05 0.000138086 0.000168092
threshold=0.084800000000000014 -0.051109999999999996 -0.03268999999999999 -0.034019999999999988 -0.070974999999999996 -1.0000000180025095e-35 0.09550500000000002 0.083725000000000008 -0.038174999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.020875577255507809 0.028265461545476211 -0.0079029415882685347 -0.019994583361863164 0.02145155920893075 -0.020369467183265894 0.0062913283544705507 0.021880979871064073 0.01971797398471347 -0.032386228835684268
leaf_weight=0.0013667981066043397 0.001147586575067664 0.0014043939455841664 0.001006759161678532 0.0012975903506844662 0.0015700198331074803 0.0018914460808790415 0.0016610875023748504 0.0016176315669898713 0.0015489761096749333
leaf_count=363 275 183 474 408 812 405 154 541 295
internal_value=0 0.00836144 -0.00190887 0.000538253 0.00269452 -0.000241715 0.00446141 -0.00125925 -0.0111224
internal_weight=0 0.00255198 0.0119603 0.0105935 0.00958675 0.00828916 0.00671914 0.00505805 0.00344042
internal_count=3910 458 3452 3089 2615 2207 1395 1241 700
is_linear=0
shrinkage=0.087056


Tree=3238
num_leaves=10
num_cat=0
split_feature=133 160 474 42 42 43 48 15 150
split_gain=3.17487e-05 6.79653e-05 0.000156001 6.2825e-05 6.18148e-05 0.000121428 4.54027e-05 6.20012e-05 5.89572e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.084145000000000011 -1.0000000180025095e-35 0.092395000000000019 -0.06705499999999999 0.086285000000000014 -1.0000000180025095e-35 0.08826500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -8
right_child=1 3 -4 4 -6 6 8 -9 -10
leaf_value=0.0097569425945696932 -0.025432586976840359 -0.012254358478650711 0.011619316026406786 0.026144168441276653 -0.0092845379143238517 0.02129123353907747 -0.018740755958551177 -0.00078033332246048965 0.0061631435196031212
leaf_weight=0.0016663529341802161 0.0017720902588534435 0.0015875203195535271 0.0010332324290814512 0.0015278987736970593 0.001585371568580022 0.0011966295251660001 0.0011091450070080389 0.0018787358028021022 0.001075399786111611
leaf_count=604 795 618 291 432 512 138 115 344 61
internal_value=0 -0.00136596 -0.0117859 0.00156871 0.00418951 0.00733653 0.00187328 0.00780775 -0.00648115
internal_weight=0 0.012766 0.00280532 0.0099607 0.00837318 0.00678781 0.00525991 0.00307537 0.00218454
internal_count=3910 3306 1086 2220 1602 1090 658 482 176
is_linear=0
shrinkage=0.0757875


Tree=3239
num_leaves=16
num_cat=0
split_feature=403 52 1374 52 1 52 124 13 12 43 43 3 2 13 3
split_gain=0.000125066 0.000163537 0.000185544 0.000136494 0.000169859 0.000126143 0.000102648 0.000120635 0.000151063 0.000408871 0.000144572 0.000154307 0.000197343 7.18861e-05 3.03967e-05
threshold=-1.0000000180025095e-35 -0.40083499999999994 -0.094679999999999986 -0.062489999999999997 0.090740000000000015 -0.0066199999999999991 -0.013479999999999999 -0.26418499999999995 0.092365000000000017 -0.15109999999999998 -0.086304999999999979 0.090325000000000003 0.087995000000000004 -1.0000000180025095e-35 0.097615000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 10 -10 -9 12 13 -12 -6
right_child=1 2 3 5 14 6 7 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00063198959081600984 -0.00072368097348064569 -0.00073403801995422751 2.2107799281432679e-05 -0.00063956887221060851 0.0010387969025869833 -0.0005078260268562482 0.00077066606238863791 -0.00043150319371292403 0.00059104552524713951 -0.00099346002421261525 -0.00021094879814628176 -0.00014165381853071057 0.0010497846304990271 0.000467249747055718 0.00057177493892559628
leaf_weight=0.001154700119830601 0.0010391523369595894 0.001024354185515052 0.0019899236645837919 0.0010105492121749203 0.0011289917400069535 0.0010341493423503415 0.0010488833554211712 0.0011133301526667742 0.0010701649885543896 0.0015089756070583186 0.0010212278794856481 0.0018081784594302323 0.0017373898286467768 0.0014598535066211395 0.0010197984430805052
leaf_count=930 372 67 313 285 246 136 95 150 73 428 317 133 223 66 76
internal_value=0 3.26191e-05 7.63397e-05 0.00012531 0.000434889 2.53107e-05 8.22404e-05 0.00013891 7.0731e-05 -0.000336 0.000217652 0.000337574 0.000542987 0.000188099 0.000817152
internal_weight=0 0.0190149 0.0179758 0.0169514 0.00413871 0.0128127 0.0118022 0.010768 0.00971912 0.00257914 0.00713998 0.00602665 0.00421847 0.00248108 0.00214879
internal_count=3910 2980 2608 2541 635 1906 1621 1485 1390 501 889 739 606 383 322
is_linear=0
shrinkage=0.00196078


Tree=3240
num_leaves=13
num_cat=0
split_feature=403 403 160 474 1 52 49 42 151 4 4 0
split_gain=8.66287e-05 0.000118384 9.04846e-05 0.000199296 0.000130964 0.000103034 0.000112498 0.000114525 0.00012227 0.000271598 8.25021e-05 0.00011848
threshold=0.09389500000000002 0.07955000000000001 -1.0000000180025095e-35 0.084655000000000022 0.10561500000000001 0.10433000000000002 -0.081629999999999994 0.092395000000000019 -0.0088999999999999982 0.15927500000000003 -0.084009999999999987 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 -8 10 -10 -12
right_child=-2 -3 5 -5 -6 -7 7 -9 9 -11 11 -13
leaf_value=-0.001125946584209659 -0.00057784354818899472 0.00066701299156308265 0.00041439977267086232 0.00035266920671463386 -0.00015915607810663624 0.000469583130871432 -0.00063995047601910003 -0.0006248053093960243 0.00024168317870747557 0.00087274264466176161 6.1340137115654194e-06 -0.00077924212560633358
leaf_weight=0.0011294207797375297 0.0010056417920813595 0.001005061714071164 0.0018177179498104603 0.0011260801453294566 0.0010299654856584517 0.0019038019487364619 0.00103390756660605 0.0014499579108597409 0.0014837853156150788 0.0013235363603056995 0.0017649158067642751 0.0012698369516891872
leaf_count=714 307 96 194 270 134 225 244 406 435 179 95 611
internal_value=0 1.5095e-05 -2.76377e-05 -0.000316077 -0.000664815 5.10226e-05 -2.75345e-05 -0.000124018 -1.8415e-05 9.15819e-05 -0.00013723 -0.000322492
internal_weight=0 0.016338 0.0153329 0.00328547 0.00215939 0.0120475 0.0101437 0.00832594 0.00687598 0.00584207 0.00451854 0.00303475
internal_count=3910 3603 3507 1118 848 2389 2164 1970 1564 1320 1141 706
is_linear=0
shrinkage=0.00196078


Tree=3241
num_leaves=15
num_cat=0
split_feature=403 453 403 403 160 1 160 52 42 4 12 0 51 3
split_gain=0.000127547 0.000126291 0.000109777 0.0001175 0.000166335 0.00021392 0.000100693 0.000128019 0.000147398 0.00019216 0.000142932 0.000129226 0.000167883 9.86235e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 0.11198000000000001 0.11161500000000001 -0.27466499999999994 0.088115000000000013 0.25367000000000006 0.092150000000000024 -0.053834999999999994 0.077145000000000005 -0.0076499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 9 11 -10 12 13 -9
right_child=1 -3 -4 -5 6 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.00066510839365626663 -0.00083289075424506818 -0.00063616371841532509 -0.00054496117749340404 0.00065869016637804456 -0.00033797509556331016 0.00025205011027044086 -0.00037093948096538078 -0.00094642319831080241 0.0012602721437163242 0.00080178055098989963 0.0002463580658082766 0.00044648161688131197 0.00033117551503649253 -0.00015155618523793129
leaf_weight=0.0010619842953867161 0.00158206160142984 0.0010171636218087579 0.0010321725204362605 0.0012868521204196801 0.0013323121458185131 0.0011669512854639626 0.001203160347380247 0.0010652223449623599 0.0010251321060193693 0.0013861273363293368 0.0010300409848598355 0.0016472518112897253 0.0013766067459885234 0.0012581300768554845
leaf_count=930 757 96 306 162 306 161 184 277 154 198 109 106 116 48
internal_value=0 2.11113e-05 6.18967e-05 0.000102677 5.18347e-05 -0.000372335 0.000154806 0.000217307 0.000301486 0.000163947 0.000752104 -1.39557e-06 -0.000200794 -0.000515991
internal_weight=0 0.0174092 0.016392 0.0153598 0.014073 0.00274901 0.011324 0.0101208 0.00878851 0.00673334 0.00205517 0.00534721 0.00369996 0.00232335
internal_count=3910 2980 2884 2578 2416 918 1498 1314 1008 745 263 547 441 325
is_linear=0
shrinkage=0.00192234


Tree=3242
num_leaves=11
num_cat=0
split_feature=1 42 133 15 1 47 52 13 0 2
split_gain=3.11191e-05 8.25584e-05 6.22617e-05 5.77276e-05 6.38595e-05 6.5087e-05 8.66894e-05 5.30518e-05 4.40511e-05 3.7181e-05
threshold=0.12263000000000002 0.092395000000000019 0.065880000000000008 0.079360000000000014 1.0000000180025095e-35 0.09252500000000001 -0.0066199999999999991 -0.084084999999999979 -0.071924999999999989 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -4 -2 -6
right_child=8 -3 7 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.014262891897295286 0.019007491324343373 -0.016607033754897093 -0.00040926397869907452 -0.015916809954339459 -0.01087814544222746 -0.011398198459479952 0.020016001515154983 0.021648919861838173 -0.0024706035839524186 0.0072848895943802552
leaf_weight=0.0012910996951350142 0.0010525618724250346 0.0017232027581664576 0.0011241354383224886 0.0013968995018517347 0.0011342906232077749 0.0011871087085377485 0.001932738899879524 0.0012958145038611674 0.0010561686141485876 0.0013782507743175243
leaf_count=365 179 693 377 777 167 152 250 509 215 226
internal_value=0 -0.00150977 0.000912462 -0.00213845 0.0006415 0.004058 0.00818557 0.0114023 0.00825008 -0.00091484
internal_weight=0 0.0124635 0.0107403 0.00832039 0.00692349 0.00563239 0.00444528 0.00241995 0.00210873 0.00251254
internal_count=3910 3516 2823 1937 1160 795 643 886 394 393
is_linear=0
shrinkage=0.0743015


Tree=3243
num_leaves=11
num_cat=0
split_feature=133 160 474 13 52 13 1 151 1 4
split_gain=3.17137e-05 5.81254e-05 0.000153767 6.05836e-05 0.000117276 9.30049e-05 7.4085e-05 6.78615e-05 7.78287e-05 0.00010923
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.084655000000000022 -0.083514999999999992 0.10433000000000002 -0.16277999999999995 0.077800000000000022 -0.0088999999999999982 0.11215000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -3 -5 -8 9 -9
right_child=1 3 -4 4 -6 -7 7 8 -10 -11
leaf_value=0.010910812271174382 -0.027291632716521217 -0.001297453158700046 0.01436883607439093 -0.023250207841898629 0.023007620120209023 0.030112661175066464 -0.020957771265321831 -0.0058129216882782707 -0.013622759592151821 0.031350089660477032
leaf_weight=0.0016843835796885526 0.0018048680567824332 0.0016052203328034012 0.0010045916055321236 0.0015685843155171658 0.0011005891499779874 0.0012000724705252888 0.0010341526406091343 0.0011312405714428973 0.0012090716943010025 0.0011740489140870114
leaf_count=604 817 152 269 669 159 390 208 396 175 71
internal_value=0 -0.0015453 -0.0123949 0.00149586 -0.00264097 0.0121394 -0.00725566 -0.00173984 0.00391532 0.0131136
internal_weight=0 0.0128324 0.00280946 0.010023 0.00721769 0.00280529 0.0061171 0.00454851 0.00351436 0.00230529
internal_count=3910 3306 1086 2220 1678 542 1519 850 642 467
is_linear=0
shrinkage=0.085349


Tree=3244
num_leaves=11
num_cat=0
split_feature=1 12 47 12 133 16 52 3 3 16
split_gain=3.14153e-05 4.87708e-05 6.52764e-05 6.95661e-05 6.04805e-05 6.66669e-05 0.000120324 0.000109253 0.000104391 1.89608e-05
threshold=0.12730000000000002 0.10852500000000001 0.09252500000000001 0.097955000000000014 0.090085000000000012 -0.19424999999999998 1.0000000180025095e-35 -0.078884999999999997 0.086245000000000016 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -10
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.012974793906796938 0.010320880454669036 -0.018468375212512596 -0.01472839346146932 0.02189276445878199 -0.016641942568171413 -0.023932684387338806 0.022827455892541822 0.02325329304555495 -0.013023535610947557 0.0024129972971930506
leaf_weight=0.0014292973757098707 0.0016608922750959544 0.0010022755621010163 0.0016678499740548922 0.0010644783832948783 0.0012021177242742048 0.001037791047344003 0.0019616331117533964 0.0013499644240450768 0.0010588822891058336 0.0010015090592820908
leaf_count=230 345 254 308 277 510 755 757 304 65 105
internal_value=0 -0.00143724 1.26168e-05 0.00244549 0.000155833 0.00273176 0.00623412 -0.00108354 0.00586958 -0.00552019
internal_weight=0 0.0127758 0.0117735 0.0101057 0.0090412 0.00783908 0.00640978 0.00444815 0.00341036 0.00206039
internal_count=3910 3565 3311 3003 2726 2216 1986 1229 474 170
is_linear=0
shrinkage=0.0804263


Tree=3245
num_leaves=16
num_cat=0
split_feature=403 48 403 403 124 457 160 1 16 51 4 43 42 48 0
split_gain=0.000170924 0.000127644 0.000127835 0.000147676 0.000150026 0.000129239 0.000154056 0.000220043 0.000116959 0.00014805 0.000218661 0.000145113 0.000109926 7.69541e-05 0.00010943
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.09389500000000002 0.07955000000000001 -0.048219999999999992 -0.0034949999999999994 -1.0000000180025095e-35 0.10937500000000001 -0.072804999999999981 0.077145000000000005 0.15927500000000003 -0.15648499999999999 0.084745000000000015 0.085790000000000019 -0.087899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 10 -8 -10 -12 14 -13
right_child=1 2 -4 -5 5 6 8 -9 11 -11 12 13 -14 -15 -16
leaf_value=-0.00075538983511930788 -0.00063524359948446767 0.00075895644292389827 -0.00057030593610964023 0.00078316948401335946 -0.00066134142421680358 -0.00093906476456715599 -0.00058427507361980013 0.00025279145164750909 0.00058855683999563344 0.00082994885952043156 0.00087235425191919947 0.00014257236068720497 7.4533169459776219e-06 0.00020635052884282262 -0.00064149662735072071
leaf_weight=0.0011252660006930001 0.0010407874299200861 0.0011051084174497376 0.0011160851108316097 0.0011817699647473359 0.0010261534746262976 0.0012868861863127449 0.0011024785678865274 0.0011085928969380987 0.0011240864177973851 0.0017902043372858556 0.0012435611306566674 0.0010432485538853379 0.0010353528567096937 0.0012501231331537022 0.0019894051377976393
leaf_count=930 106 260 307 88 263 612 173 116 69 130 132 85 81 104 454
internal_value=0 3.17716e-05 7.16624e-05 0.000115654 6.34304e-05 8.52848e-06 6.15108e-05 -0.000387491 0.000163187 0.000373999 0.000132606 -3.84522e-05 0.000479414 -0.000203021 -0.000371773
internal_weight=0 0.0184438 0.0174031 0.016287 0.0151052 0.0140001 0.0129739 0.00239548 0.0105785 0.0051716 0.00338139 0.00540686 0.00227891 0.00428278 0.00303265
internal_count=3910 2980 2874 2567 2479 2219 1956 728 1228 516 386 712 213 643 539
is_linear=0
shrinkage=0.00196078


Tree=3246
num_leaves=12
num_cat=0
split_feature=11 0 12 52 157 160 43 52 2 4 1
split_gain=2.99058e-05 5.14961e-05 6.3019e-05 5.96315e-05 7.84398e-05 6.27758e-05 7.70149e-05 6.60044e-05 7.05362e-05 4.65232e-05 4.3236e-05
threshold=0.080455000000000013 -0.017269999999999997 0.084380000000000024 -0.24456499999999998 -0.077044999999999988 -1.0000000180025095e-35 -0.07526999999999999 0.06136500000000001 0.092865000000000017 0.0057500000000000008 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 10 8 9 -8 -7
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.018212594670050257 -0.012646819192360534 0.024712964139914702 8.553091389183168e-05 0.019862155490092692 -0.016173647251438272 0.0025695670855966947 -0.013044672477556489 0.010124331237714914 -0.022318349766829434 0.0077414346033819531 0.024822899163772009
leaf_weight=0.0010840360731947567 0.0010114783695321624 0.0010613478943303787 0.0013634983932631073 0.0010728014605164435 0.0014641703269404234 0.0010044551586151163 0.0010850391680082396 0.001447600241913689 0.0014187172172963718 0.00143829681291654 0.0010014552007839416
leaf_count=331 241 244 91 313 757 311 393 590 294 111 234
internal_value=0 0.000866191 0.0108649 -0.00133461 0.00050745 -0.00183616 0.00100237 -0.00371581 -0.00879819 -0.00119663 0.0136796
internal_weight=0 0.0134414 0.00242485 0.0110166 0.00993254 0.00885973 0.00739556 0.00538965 0.00394205 0.00252334 0.00200591
internal_count=3910 3669 335 3334 3003 2690 1933 1388 798 504 545
is_linear=0
shrinkage=0.0757875


Tree=3247
num_leaves=16
num_cat=0
split_feature=403 403 42 52 52 49 14 12 43 49 0 0 52 160 15
split_gain=0.000111645 0.000123104 0.000119868 0.000124765 0.000146516 0.000121434 0.000128693 0.000127701 0.000138847 0.000106665 9.78669e-05 8.6881e-05 8.58426e-05 8.12342e-05 1.50305e-06
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 -0.27466499999999994 -0.081429999999999989 -0.073619999999999977 -0.23083499999999998 0.099170000000000022 -0.085614999999999983 0.090445000000000011 -0.08317999999999999 -0.14534499999999997 0.078330000000000025 0.086110000000000006 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 -6 -7 8 -8 11 -5 13 14 -10 -13
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00062316402261087091 -0.00057386503724615105 -0.00062278293505980368 0.00060410514371864058 0.00013891814450070093 -0.00059570149608196687 -0.00060505777779104348 -0.00061066789694464276 0.00072105576123513793 0.00071598761306631046 0.00065459003087215285 0.00093637677459120026 -0.00037174023032623819 0.00019743900393916854 -5.4619171963270724e-05 -0.00047789384649028435
leaf_weight=0.0010855962319862291 0.0012694173433993776 0.0010609459663786297 0.0014529714818694557 0.0012664762506946585 0.001267935055898727 0.0010424424470003709 0.001110477436561827 0.0011904105922260775 0.0010668142237790254 0.0012502283351039228 0.0011104434332829842 0.0010031003912056274 0.0014483220327355661 0.0010373429237464649 0.0010492065025258406
leaf_count=930 347 307 299 208 154 90 213 134 126 179 213 181 287 29 213
internal_value=0 2.47151e-05 6.61843e-05 1.4467e-05 6.84168e-05 -2.34271e-05 4.77223e-05 0.000122044 3.25246e-05 0.000136718 0.000511473 2.11998e-05 -0.000168069 0.000336081 -0.000426009
internal_weight=0 0.0176265 0.0165656 0.0151126 0.0138432 0.0114663 0.0101983 0.0091559 0.00796549 0.00685501 0.00237692 0.00560479 0.00350063 0.00210416 0.00205231
internal_count=3910 2980 2673 2374 2027 1606 1452 1362 1228 1015 421 836 681 155 394
is_linear=0
shrinkage=0.00196078


Tree=3248
num_leaves=15
num_cat=0
split_feature=403 158 48 157 130 1 1 47 43 52 4 12 4 2
split_gain=0.000145397 7.9499e-05 0.00013446 0.000135456 0.000152822 0.000110091 0.0001394 0.000126428 0.000182366 0.000100024 0.000157923 0.000120326 0.000118724 6.02405e-05
threshold=-1.0000000180025095e-35 0.085745000000000002 0.12738500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10752500000000002 0.11986000000000001 0.09252500000000001 -0.15426499999999996 0.084240000000000023 -0.077679999999999985 0.089745000000000005 0.015635000000000003 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -6 10 -10 -11 13 -12
right_child=1 -3 -4 4 5 6 -8 -9 9 11 12 -13 -14 -15
leaf_value=-0.00072836389915505607 -0.00043568538686454544 -0.00048550191264102915 -0.00061415879023241538 -0.00051784862966846549 0.0009730114634586743 0.00098102632880382777 0.00018343132686476097 -0.00053013087760863937 0.00090730958164978511 -0.00071991063042792811 -0.0005572106936849717 0.00016009553074488667 0.00056071769747263397 0.00011278354043235098
leaf_weight=0.0010358649655807994 0.0015580500908042106 0.0010838823040385482 0.00105181992813727 0.0011195990398324565 0.0010371390479953077 0.0015166101218957891 0.0018953376512568494 0.0010088792568565819 0.0011070560975021148 0.0010709586668928503 0.0010606747549667134 0.0013509149629743027 0.0011234768725659899 0.0010046376747952332
leaf_count=930 616 323 110 148 108 163 228 149 176 196 224 235 166 138
internal_value=0 2.831e-05 6.33245e-05 0.0001113 0.0001754 0.000239147 0.000537962 0.00012281 0.000207755 8.96084e-05 0.000269256 -0.000229045 4.77425e-05 -0.000231303
internal_weight=0 0.016989 0.0159052 0.0148533 0.0132953 0.0121757 0.00341195 0.00876374 0.00775486 0.00671772 0.00429585 0.00242187 0.00318879 0.00206531
internal_count=3910 2980 2657 2547 1931 1783 391 1392 1243 1135 704 431 528 362
is_linear=0
shrinkage=0.00196078


Tree=3249
num_leaves=15
num_cat=0
split_feature=403 403 403 160 474 483 43 160 1 16 4 160 0 15
split_gain=0.000136282 0.000106052 0.000156107 0.000118118 0.000235807 0.000336852 0.000123041 0.000114754 0.000101356 8.97118e-05 0.000199368 0.000180454 0.000182177 0.000189887
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.084655000000000022 0.005595000000000001 -0.15109999999999998 0.10070500000000002 0.09832500000000001 0.15737500000000001 -0.084009999999999987 0.031805000000000007 -0.099864999999999995 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 9 -5 10 -8 12 13 -12
right_child=1 -3 -4 6 -6 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00069458184608213415 -0.0013435566734262166 -0.00055892982877014713 0.00079965025235527942 0.00097458048158283401 0.00044552148410348559 0.00018111586011423553 0.0010179187174034186 -0.00049559436327772737 0.00011246445534333197 -0.00026657386077670413 -0.00043091507510299075 0.00063867511099235865 -0.00083747629005036033 0.0005584827616512706
leaf_weight=0.0010582642913491659 0.0012568611161941951 0.0011022544553612864 0.0010532308383967562 0.0010433690569791676 0.0010821993515928042 0.0010006775221067508 0.0010042429606678602 0.0014281537424572508 0.0010538788639206063 0.0019366911190157113 0.0013854475443729982 0.0015519410419874754 0.0010798917630917173 0.001615291473507946
leaf_count=930 433 307 84 78 250 281 109 248 68 329 105 179 382 127
internal_value=0 2.99138e-05 6.92699e-05 1.94431e-05 -0.000306995 -0.00066773 0.000109552 1.90055e-05 0.000541362 0.000104726 0.000213075 6.95783e-05 -0.00014686 0.000101676
internal_weight=0 0.0175941 0.0164919 0.0154386 0.00333974 0.00225754 0.0120989 0.0100017 0.00209725 0.00857351 0.00663681 0.00563257 0.00408063 0.00300074
internal_count=3910 2980 2673 2589 964 714 1625 1479 146 1231 902 793 614 232
is_linear=0
shrinkage=0.00196078


Tree=3250
num_leaves=15
num_cat=0
split_feature=403 403 42 52 52 49 14 12 0 160 2 0 15 0
split_gain=0.000120428 7.8481e-05 0.000116249 8.74129e-05 0.000136229 0.000132442 0.000107299 0.000126583 0.000115537 8.79577e-05 0.00012638 7.79288e-05 6.73933e-05 3.02709e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 -0.27466499999999994 -0.081429999999999989 -0.073619999999999977 -0.10523499999999998 0.10007000000000001 -0.14534499999999997 -1.0000000180025095e-35 0.085155000000000022 -0.08317999999999999 -0.095799999999999982 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 -6 -7 8 12 -10 -11 -5 -8 -12
right_child=1 -3 -4 4 5 6 7 -9 9 10 13 -13 -14 -15
leaf_value=-0.00067009763179872166 -0.00050824844676699719 -0.00050027432673369738 0.00060120213872580993 0.00016046238093597354 -0.00064927850428739341 -0.00056934708140749587 8.7711423276184232e-05 0.00074037573537741709 -0.0006460664146227497 -0.00042570660388485042 0.00052518827595672763 0.00089262079299862358 0.00072075343674207 5.6358294431079925e-05
leaf_weight=0.0010169889310754762 0.001164081764356271 0.0010265136963049223 0.0013874489077525384 0.0012394416324717286 0.0012135346489412112 0.0010014068779494326 0.0015799389601230496 0.001068606954305884 0.0011078899874210138 0.0016429555652854103 0.0010964560093111586 0.0010179580237957347 0.0010944483782341394 0.0010239664211791075
leaf_count=930 347 307 299 208 154 93 102 124 522 247 165 213 112 87
internal_value=0 2.49249e-05 5.93998e-05 6.64989e-06 5.24512e-05 -3.8888e-05 3.81457e-05 0.000108767 1.93189e-05 -0.000160458 -1.75008e-05 0.000490624 0.000346773 0.000298787
internal_weight=0 0.0166646 0.0156381 0.0142507 0.0130866 0.0108292 0.00961567 0.00861426 0.00754566 0.00487127 0.00376338 0.0022574 0.00267439 0.00212042
internal_count=3910 2980 2673 2374 2027 1606 1452 1359 1235 1021 499 421 214 252
is_linear=0
shrinkage=0.00196078


Tree=3251
num_leaves=10
num_cat=0
split_feature=484 52 52 0 47 16 52 42 12
split_gain=3.3272e-05 4.72675e-05 6.49842e-05 0.000103769 4.85796e-05 7.70646e-05 0.000182563 7.15391e-05 3.67343e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.15007499999999999 0.09550500000000002 -0.083144999999999983 0.096170000000000019 0.083725000000000008 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -3
right_child=1 4 3 -5 -6 6 -8 -9 -10
leaf_value=-0.015704241045521275 -0.0091514523317493233 -0.016741631166347703 -0.0029687487429069497 0.028365468999617748 0.010723544699191859 -0.034983600906249787 0.0070884402558618071 0.016801841406288646 0.0055180149861579451
leaf_weight=0.0010060014487694958 0.0012293654549383973 0.0013871261846992956 0.0014793704613141889 0.0019083606964238999 0.0017178043562816048 0.0017989919034409338 0.0014841816428943439 0.0016183270271488996 0.0010103480059307085
leaf_count=612 379 297 62 552 194 677 372 454 311
internal_value=0 0.00102969 0.00833623 0.0146823 -0.00271167 -0.00587363 -0.0159646 0.00237642 -0.00736093
internal_weight=0 0.0136339 0.0046171 0.00338773 0.00901678 0.00729897 0.00328317 0.0040158 0.00239747
internal_count=3910 3298 993 614 2305 2111 1049 1062 608
is_linear=0
shrinkage=0.0887971


Tree=3252
num_leaves=12
num_cat=0
split_feature=1 47 42 2 133 42 15 3 13 16 16
split_gain=3.19457e-05 6.92734e-05 7.13269e-05 6.76216e-05 5.65324e-05 9.24331e-05 6.49094e-05 0.000165071 6.30448e-05 0.000105964 5.1432e-05
threshold=0.10752500000000002 0.09252500000000001 0.092145000000000019 0.114165 0.092550000000000007 -1.0000000180025095e-35 -0.033649999999999992 0.086245000000000016 -0.09547499999999999 -0.0072149999999999992 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 7 -7 -8 -10 -2
right_child=3 -3 -4 -5 -6 6 8 -9 9 -11 -12
leaf_value=-0.021685555096570087 0.011452159158596247 -0.022123718208536172 -0.018851383450047769 0.017294560006744689 0.017947668748254427 0.034514259846099883 0.011425468990120563 -0.0063605280257944844 -0.028646020905203497 0.0066715731759163501 -0.011109337852946379
leaf_weight=0.0010807261705827994 0.0010152233017695325 0.0010115196047327029 0.0011367050503585151 0.0017944917915685994 0.0012113608321811355 0.0011728536926864613 0.0010983795482936163 0.0012897624076617653 0.0011108688549244937 0.0010069066343410199 0.0016478251778992517
leaf_count=729 158 231 567 391 293 368 108 82 430 343 210
internal_value=0 -0.00254769 -0.000373505 0.00546382 0.00226158 -0.000549502 0.0034729 0.0131066 -0.00390367 -0.0118541 -0.00250831
internal_weight=0 0.0101191 0.00910756 0.00445754 0.00797086 0.0067595 0.00567877 0.00246262 0.00321616 0.00211778 0.00266305
internal_count=3910 3151 2920 759 2353 2060 1331 450 881 773 368
is_linear=0
shrinkage=0.0788493


Tree=3253
num_leaves=14
num_cat=0
split_feature=12 48 1 16 49 3 0 13 12 42 15 15 13
split_gain=0.00010121 0.000110489 0.000149049 0.000150829 8.99188e-05 0.000140021 0.00011208 0.000144054 0.000245054 0.000151362 9.28863e-05 4.71438e-05 3.43906e-05
threshold=0.11655500000000001 0.12862000000000004 0.10752500000000002 -0.044329999999999987 -0.085974999999999982 0.084925000000000014 -0.10209999999999998 -0.032264999999999995 0.088375000000000023 -1.0000000180025095e-35 -0.092459999999999987 -0.040439999999999997 0.056910000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 -8 -9 -7 -5 -11
right_child=-2 -3 3 11 5 10 7 9 -10 12 -12 -13 -14
leaf_value=-0.00054318688481916517 -0.00059016009364895139 -0.00060938311622414513 0.00078628124840813001 -0.00024177255371883642 -0.00062269196426451142 8.5012198789995229e-06 0.00016345835618832287 -0.00024802762972582813 -0.001120693242760356 0.00077778657572188123 0.0006918993013962356 0.00033946214549354029 0.00029466168860497555
leaf_weight=0.0012708534079249696 0.0011116924652485377 0.0010075204168091259 0.0019067848744605512 0.0011506160011377888 0.0014572987321923225 0.0014753399337488204 0.0012906231451895404 0.0016018430481397148 0.0010251425281325522 0.0011481360166324638 0.0015873668938611862 0.0010052428052734793 0.0011181623708939048
leaf_count=161 187 106 335 179 290 55 709 748 681 94 158 88 119
internal_value=0 2.04586e-05 6.00272e-05 0.000384558 -5.00755e-05 8.47054e-06 -0.000133509 -1.82286e-05 -0.00040501 0.000213328 0.000362699 2.9248e-05 0.000539419
internal_weight=0 0.0170449 0.0160374 0.00406264 0.0119748 0.0107039 0.00764121 0.00618391 0.00231577 0.00386814 0.00306271 0.00215586 0.0022663
internal_count=3910 3723 3617 602 3015 2854 2641 2351 1390 961 213 267 213
is_linear=0
shrinkage=0.00196078


Tree=3254
num_leaves=14
num_cat=0
split_feature=1213 403 48 158 50 3 3 160 15 2 15 3 2
split_gain=0.000514302 0.000127812 0.00011482 0.000159597 0.000251525 0.000147158 0.000177123 0.000157611 0.00014429 0.000199588 6.96142e-05 0.000175767 5.54724e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.12862000000000004 0.085745000000000002 0.084340000000000012 -0.10315499999999998 -0.078669999999999976 0.088785000000000017 -0.017214999999999998 0.106035 -0.11399999999999998 0.082730000000000012 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 12 -7 8 10 -10 -8 -12 -2
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 11 -13 -14
leaf_value=-0.0013762608093948814 0.00030223713480929427 0.00053357727793467802 -0.00059800746566306714 -0.00069430536886802422 -0.00081169297925409516 -0.00049014978171525465 0.00019817902418011734 0.0007668907333878395 0.00077150144829469418 -0.00023578804338956607 6.716402825118127e-05 -0.00090996557984228692 0.00089826672815223945
leaf_weight=0.0010097136124597233 0.001143303099609071 0.001965270702487045 0.0011322722889594563 0.0010355708479173687 0.0010698269196135262 0.0017592013682399292 0.0014150786194754767 0.0015150052982541001 0.0019923181162206432 0.0012190319768879271 0.0017351383279840039 0.0011953713511305419 0.0012641449564644138
leaf_count=592 105 262 116 306 537 801 224 95 287 81 225 100 179
internal_value=0 6.09318e-05 4.55521e-06 4.90198e-05 0.000102818 0.000176721 7.92571e-05 0.000189675 7.39551e-05 0.000389133 -0.000158959 -0.000331413 0.000615211
internal_weight=0 0.0184415 0.0164763 0.015344 0.0143084 0.0132386 0.0108311 0.00907194 0.00755694 0.00321135 0.00434559 0.00293051 0.00240745
internal_count=3910 3318 3056 2940 2634 2097 1813 1012 917 368 549 325 284
is_linear=0
shrinkage=0.00196078


Tree=3255
num_leaves=11
num_cat=0
split_feature=133 13 39 48 457 49 0 51 16 12
split_gain=3.35516e-05 6.2784e-05 6.19485e-05 8.23405e-05 0.000107052 8.59703e-05 0.000101191 9.24932e-05 0.000110416 6.96461e-05
threshold=0.10681500000000001 -0.26418499999999995 0.005105000000000001 0.11119000000000002 0.082870000000000013 -0.052649999999999995 -0.053834999999999994 -0.024374999999999997 -0.088144999999999987 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.018900121313216701 -0.015199591544471759 -0.026765806607392143 0.015787728071397521 -0.024569312815312515 0.018744499823861421 0.026220218013422676 -0.020206981877297078 -0.0060206302050490905 -0.018314586911699089 0.022427404132637281
leaf_weight=0.0012908771932618269 0.0010008459129860472 0.0011058402469836855 0.0014351008243327383 0.0011602166160147856 0.0017290634164605018 0.0011233834988993406 0.0015672605898179801 0.0011214298891318499 0.0016800144871689376 0.0014215358623267151
leaf_count=181 545 179 390 127 211 349 363 232 1011 322
internal_value=0 0.000990658 -0.000882253 -0.00307527 -0.00051717 -0.00467015 -0.00113593 0.00445466 -0.00133534 0.00988202
internal_weight=0 0.0136347 0.0123438 0.0109087 0.00974853 0.00801946 0.00691362 0.00534636 0.00422298 0.00254297
internal_count=3910 3365 3184 2794 2667 2456 2277 1914 1565 554
is_linear=0
shrinkage=0.085349


Tree=3256
num_leaves=15
num_cat=0
split_feature=403 403 403 48 158 157 52 0 2 12 1374 13 48 0
split_gain=0.000138551 0.000117454 0.000149422 0.000105442 0.000158332 0.000156805 7.81257e-05 0.000143633 0.000155787 0.000308035 0.000156012 0.000205722 0.000202651 9.93874e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 0.12862000000000004 0.085745000000000002 -1.0000000180025095e-35 0.11588000000000002 -0.017269999999999997 0.086545000000000025 0.097345000000000015 -1.0000000180025095e-35 -0.091849999999999987 0.086665000000000006 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 13 -10 -12 -13 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 11 12 -14 -15
leaf_value=-0.00067713457231888925 -0.00047938468316665613 -0.0005804603370928225 0.0007633826699974945 -0.00055479162333547461 -0.00067838970171226983 -0.00019903241854451009 -0.00016977970546581806 0.00075152456413559148 0.0010407942703672642 0.00070542993582991382 0.00086939914399859156 -0.00059750481671716439 0.00051555754508284175 -0.00095728521082306939
leaf_weight=0.0011170688228602363 0.001477282247775936 0.001125737803493918 0.0010491639476182804 0.001118300895508211 0.0010057933872061027 0.0016414318201931621 0.0019394071963938714 0.0017551163388235995 0.0010366906517780263 0.0011211237097679128 0.0011412452135815022 0.0014025393113516733 0.0010622829441764958 0.0010457859075661147
leaf_count=930 590 307 84 110 283 76 348 188 30 55 119 385 113 292
internal_value=0 2.06542e-05 6.0943e-05 1.4142e-05 5.76346e-05 0.000111976 0.000183904 0.000251111 0.000147186 -0.00014099 0.00038357 0.000194628 -0.0001178 -0.000494122
internal_weight=0 0.0179219 0.0167962 0.015747 0.0146287 0.0136229 0.0121456 0.0102062 0.0084511 0.00380834 0.00464276 0.00360607 0.00246482 0.00268722
internal_count=3910 2980 2673 2589 2479 2196 1606 1258 1070 423 647 617 498 368
is_linear=0
shrinkage=0.00192234


Tree=3257
num_leaves=11
num_cat=0
split_feature=475 0 52 42 4 47 0 16 48 15
split_gain=3.28249e-05 5.14619e-05 9.54193e-05 8.09866e-05 5.58676e-05 7.56103e-05 6.86763e-05 8.78843e-05 7.31553e-05 4.85958e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 0.024145000000000003 -1.0000000180025095e-35 -0.078484999999999985 0.08801500000000001 -0.13506999999999997 -0.086699999999999985 0.084905000000000022 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 8 -8 -6 -7
right_child=1 2 -4 4 5 9 7 -9 -10 -11
leaf_value=-0.012296154151185699 -0.017801728483644433 0.030604619494982135 -0.0022543536957809721 -0.015750963235240337 0.018016664050891834 -0.02089942235129209 0.032452651185813121 0.0025926150829876523 -0.0098378772401145897 0.0038572245626036705
leaf_weight=0.0014010400283494791 0.0017539956334664932 0.0010884647869884344 0.0014338980554017677 0.0011054241442842944 0.001041396796904623 0.0011294406101450675 0.0015147276256783967 0.0012677012518858676 0.0018033295629342611 0.00109180432287781
leaf_count=621 949 206 109 435 174 158 336 660 136 126
internal_value=0 0.00117275 0.0119251 -0.00136011 0.00186069 0.00434125 0.00950128 0.0188481 0.000359107 -0.00873083
internal_weight=0 0.0132302 0.00252236 0.0107078 0.00895382 0.0078484 0.00562716 0.00278243 0.00284473 0.00222124
internal_count=3910 3289 315 2974 2025 1590 1306 996 310 284
is_linear=0
shrinkage=0.0836755


Tree=3258
num_leaves=14
num_cat=0
split_feature=403 158 52 16 13 15 15 14 2 1 52 43 15
split_gain=0.000127784 9.16135e-05 8.54946e-05 0.000102676 9.67112e-05 0.000143842 0.000182058 0.00011672 0.000200808 0.000101178 9.008e-05 6.5831e-05 7.45429e-05
threshold=-1.0000000180025095e-35 0.085745000000000002 -0.27466499999999994 0.22945500000000005 0.15641500000000003 -0.0063699999999999989 -0.074174999999999977 -0.22654999999999997 0.097940000000000013 0.092550000000000007 0.091210000000000013 -0.0031199999999999995 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -9 11 -7 -13
right_child=1 -3 3 -5 -6 10 -8 8 -10 -11 -12 12 -14
leaf_value=-0.00069423376590742249 -0.00040802997509652508 -0.00052821753291078645 -0.0005054873835134559 0.00057797342329643086 -0.00052203191878532988 0.00086745274674403163 -0.00075915411758296122 0.000213177122416838 0.00086652901185364729 -0.00053225492476481563 -0.00010934188074342902 0.00069558375988202563 5.6263075079856491e-06
leaf_weight=0.0010051431608357917 0.0013469422804912893 0.0010735403330255208 0.0010821526292900622 0.0015925742749307433 0.0010437356141119137 0.0012766620943683547 0.001256662516515389 0.0019010226434331208 0.0012774670120625055 0.0011081196029619313 0.0012093798661517025 0.0010988007877734225 0.0013316431455336897
leaf_count=930 393 323 114 126 117 220 377 307 239 165 306 112 181
internal_value=0 2.57463e-05 6.4052e-05 0.0001089 4.95441e-05 0.000101232 -8.73303e-05 6.9923e-05 0.000215185 -6.1329e-05 0.000355337 0.00050693 0.000317555
internal_weight=0 0.0165987 0.0155252 0.0141782 0.0125856 0.0115419 0.00662542 0.00536876 0.00428661 0.00300914 0.00491649 0.00370711 0.00243044
internal_count=3910 2980 2657 2264 2138 2021 1202 825 711 472 819 513 293
is_linear=0
shrinkage=0.00196078


Tree=3259
num_leaves=16
num_cat=0
split_feature=403 12 453 4 1 15 16 52 43 51 0 3 43 16 2
split_gain=0.000126907 9.73986e-05 0.000105576 0.000204643 0.000142338 0.00012985 0.000107403 0.000136418 0.000173972 0.000132392 9.31556e-05 9.34533e-05 0.000143164 9.22556e-05 8.3276e-05
threshold=-1.0000000180025095e-35 0.11655500000000001 1.0000000180025095e-35 0.15927500000000003 0.11198000000000001 -0.042544999999999993 -0.094359999999999986 -0.092854999999999979 -0.074254999999999988 0.077145000000000005 -0.14534499999999997 -0.083144999999999983 -0.0037249999999999996 -0.055679999999999993 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 9 8 -8 -2 -9 14 -13 -14 -12
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 11 12 13 -15 -16
leaf_value=-0.00067754251732061045 -0.00090668177671240609 -0.00055535682203963841 -0.00055144810788537756 -0.0003135181482968288 0.00092769222691205873 0.00066777178680538295 0.000113803987820642 0.00068414334599885805 -0.00093318268362906054 2.5383031894792668e-05 0.00071474470239026142 -0.00070903320210981475 0.00055756019549974727 -0.00021706286584899392 -2.7437338638595581e-05
leaf_weight=0.0010394283335198101 0.0010706391719289996 0.0010383643644548786 0.0010085471732726994 0.0010755881504068386 0.0016755298358835588 0.0010008958067043083 0.0014626049809674923 0.0012962013331468385 0.0010469482946762138 0.0012941024286574222 0.0013739264785500205 0.0010470061474045925 0.0011570479091500135 0.0012085307849811744 0.0010074485198421114
leaf_count=930 193 164 96 118 301 71 325 113 281 137 309 437 161 120 154
internal_value=0 2.73522e-05 6.35294e-05 0.000102993 0.000502538 0.000159478 -2.23025e-05 6.99024e-05 -0.000322983 -0.00039661 0.000208964 0.000102659 -0.000105365 0.000161819 0.000400762
internal_weight=0 0.0177634 0.016725 0.0157165 0.00375201 0.00207648 0.0119645 0.00959971 0.00250955 0.00236474 0.00709016 0.00579396 0.00341258 0.00236558 0.00238137
internal_count=3910 2980 2816 2720 490 189 2230 1900 606 330 1294 1181 718 281 463
is_linear=0
shrinkage=0.00196078


Tree=3260
num_leaves=12
num_cat=0
split_feature=1 0 150 15 16 1 1 4 150 15 2
split_gain=3.5343e-05 9.25645e-05 6.58417e-05 5.30014e-05 7.92004e-05 4.93422e-05 0.000107874 8.12691e-05 4.47684e-05 3.18564e-05 2.14322e-05
threshold=0.085990000000000011 -0.087614999999999985 0.077110000000000012 0.085120000000000015 0.18936500000000003 0.10752500000000002 0.092550000000000007 0.24280000000000004 0.10883000000000001 -0.038029999999999987 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 4 -3 6 -2 9 -4 -7 -1
right_child=2 3 8 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.011662064276454246 0.0089419964514618668 -0.01853255440999357 0.030533921539557911 0.018866008640571457 0.011435267355798837 -0.0167975058744095 -0.025627239562448251 0.020397504448960654 0.0043564158143509554 0.0052447252008864572 -0.029618385531208942
leaf_weight=0.0010760204976531169 0.0013271964066457337 0.0014236015589359826 0.0010237042863107174 0.0011360174187290384 0.0013593542977611574 0.0010453894147112452 0.0015349162342688932 0.001679477009398518 0.001036880927083919 0.0010228265424582304 0.0010218534202921048
leaf_count=472 352 556 199 657 249 156 408 326 149 111 275
internal_value=0 -0.00535506 0.00350256 0.00270319 -0.00389456 -0.000817911 -0.00959706 0.00588673 0.0173615 -0.00589662 -0.0204084
internal_weight=0 0.00601685 0.00867039 0.00391897 0.00278296 0.00660981 0.00286211 0.00374769 0.00206059 0.00206822 0.00209787
internal_count=3910 2209 1701 1462 805 1353 760 593 348 267 747
is_linear=0
shrinkage=0.0887971


Tree=3261
num_leaves=15
num_cat=0
split_feature=403 403 43 13 43 42 4 13 151 150 4 4 4 2
split_gain=9.5462e-05 9.68086e-05 0.000108994 0.000190125 0.000131793 0.000191129 0.00015 0.000223893 7.37638e-05 0.00011613 8.53655e-05 0.000139874 0.00011236 9.66448e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 -0.15109999999999998 0.20131000000000002 -0.079374999999999987 0.085330000000000003 -0.34687499999999999 0.0015650000000000002 0.056555000000000001 0.08826500000000001 -1.0000000180025095e-35 0.074650000000000008 -0.032604999999999995 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 8 9 10 12 -12 -8 -13
right_child=1 -3 4 -5 6 -7 7 -9 -10 -11 11 13 -14 -15
leaf_value=-0.00057958068434984145 0.0010988520943941847 -0.00055384063528728772 0.00015905667403295982 -2.9299806177919589e-05 -0.00050479091303190407 -0.00096421962505235275 -2.4467631587939512e-05 0.00097897377192514463 -0.00043841720771229113 0.00074485469757880362 -0.00060658450379981411 0.00050076661998274628 0.00081307789020717419 -0.0002300650809377047
leaf_weight=0.0010613705291803088 0.0010055389019739238 0.0010390764798970239 0.0011153328089507052 0.0013393012574503954 0.0014553049287347282 0.0012188119957753851 0.0014967573154949119 0.0011599157508173875 0.0010008974925076472 0.0010175242481441629 0.001540747300795081 0.0013704792458659166 0.0010463107410202009 0.0014128470791597348
leaf_count=930 94 307 470 117 220 404 362 165 84 114 249 124 107 163
internal_value=0 2.63184e-05 6.35766e-05 0.000454486 -2.67741e-06 -0.00042748 8.35386e-05 0.000168771 6.30075e-05 0.000126659 3.50597e-05 -0.000132595 0.000320129 0.000129788
internal_weight=0 0.0172188 0.0161798 0.00234484 0.0138349 0.00233414 0.0115008 0.0100455 0.00888556 0.00788467 0.00686714 0.00432407 0.00254307 0.00278333
internal_count=3910 2980 2673 211 2462 874 1588 1368 1203 1119 1005 536 469 287
is_linear=0
shrinkage=0.00196078


Tree=3262
num_leaves=13
num_cat=0
split_feature=484 42 47 52 403 42 0 13 12 150 4 3
split_gain=3.28722e-05 4.17927e-05 6.1978e-05 8.68353e-05 9.3632e-05 7.68684e-05 0.000124582 9.97538e-05 8.94575e-05 6.96839e-05 6.55708e-05 3.10954e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.09550500000000002 -0.048794999999999991 0.03138500000000001 0.088345000000000021 -0.15291499999999997 -0.10241499999999999 1.0000000180025095e-35 0.086420000000000011 -0.0031049999999999997 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -5 -8 -9 10 -2 -4
right_child=1 -3 11 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.014910094760297666 0.0045022023269272998 -0.015709390460261798 0.024430553275761119 0.0085531133157583997 0.01528773096127776 0.0088080673238417912 -0.0045765670418672971 -0.018625709941717007 -0.054135522991323189 -0.0050388868641013697 0.033078527774181826 0.0043824085059295925
leaf_weight=0.0010182355526509044 0.0011573881803857776 0.001011358649743623 0.0012123944734931209 0.0010980115743536023 0.0011952017876198651 0.0011217610818327062 0.0011488357411723661 0.0010597414233097287 0.0010086934937379847 0.0014169215500576988 0.0011825548035920628 0.0010530754830465616
leaf_count=612 471 402 190 128 283 334 76 152 841 136 206 79
internal_value=0 0.000986137 0.00232045 -0.000468776 -0.00634151 -0.0110962 -0.0162703 -0.0247422 -0.0359424 0.00989875 0.018944 0.0151114
internal_weight=0 0.0136659 0.0126546 0.0103891 0.00663225 0.00543704 0.00431528 0.00321727 0.00206843 0.00375686 0.00233994 0.00226547
internal_count=3910 3298 2896 2627 1814 1531 1197 1069 993 813 677 269
is_linear=0
shrinkage=0.085349


Tree=3263
num_leaves=16
num_cat=0
split_feature=403 403 403 475 3 52 43 13 3 2 16 2 2 16 15
split_gain=0.000112453 0.000120822 0.000143726 9.69016e-05 8.35628e-05 8.03589e-05 0.000117451 0.000104643 0.000134747 7.32948e-05 0.000100983 8.84444e-05 9.10498e-05 0.0001098 5.60203e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 -0.15464999999999998 0.16064500000000001 -0.044024999999999988 0.20131000000000002 -0.075954999999999981 0.089910000000000004 -0.057604999999999996 0.096325000000000008 0.11125500000000001 -0.076129999999999989 -0.031229999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 14 10 -8 -11 -13 -14 -6
right_child=1 -3 -4 4 5 -7 9 -9 -10 11 -12 12 13 -15 -16
leaf_value=-0.00065021868647020808 -0.00048613235034025899 -0.00064083515637222243 0.00076907860573564087 0.00059466038702504385 -0.00012376767540621649 -0.00043681801682197914 -0.00069866856653343187 -0.00019266722855672448 0.0010480176466861164 0.00056947939827965265 8.0796684329489455e-05 -0.00047692805812731362 -0.00030593751031119656 0.00057707902491200527 0.0005285193507070685
leaf_weight=0.0010276896288303255 0.0013740551262199719 0.0010091560111561348 0.0010249735889810698 0.0010387977690383262 0.0010041315171735901 0.0013458522293124482 0.0014198732177628428 0.0011035027959230915 0.0011392644178141727 0.0010351733042710531 0.0011619630901649504 0.0013746659376647832 0.0010095392419354607 0.0011675633122691653 0.0010208311258407083
leaf_count=930 561 307 84 146 290 345 210 92 288 79 96 102 147 94 139
internal_value=0 1.74548e-05 5.8411e-05 1.04739e-05 5.98449e-05 1.63814e-05 6.97141e-05 0.000327249 0.000508566 -8.3602e-05 -0.000347868 6.51444e-05 -8.18455e-05 0.000167617 0.000205066
internal_weight=0 0.0172293 0.0162202 0.0151952 0.0138212 0.0127824 0.0114365 0.00426773 0.00316423 0.00716878 0.00258184 0.00458694 0.00355177 0.0021771 0.00202496
internal_count=3910 2980 2673 2589 2028 1882 1537 809 717 728 306 422 343 241 429
is_linear=0
shrinkage=0.00196078


Tree=3264
num_leaves=16
num_cat=0
split_feature=403 403 403 160 1 52 43 16 4 2 3 13 0 52 4
split_gain=0.000142861 0.000125032 0.000103621 0.000143028 0.000202643 0.000112759 8.8775e-05 0.000125651 0.00015055 0.000113002 0.000222956 9.73592e-05 8.14335e-05 6.17774e-05 0.00010692
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.090540000000000023 -0.0093349999999999978 -0.15109999999999998 0.15737500000000001 -0.084009999999999987 0.113945 0.097615000000000021 0.24518500000000001 -0.050064999999999991 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 11 8 -8 10 13 -5 -9 14 -10
right_child=1 -3 -4 6 5 -7 7 12 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00071891339847301701 -0.00094281480221333259 -0.00061214812446115305 0.00067895837993344778 0.00092738117459852099 0.00051726726101284683 -0.00039746138154973451 0.00084479132358132722 3.833230991189372e-05 -0.00050866505866715419 -0.0004148177520896102 0.001002572917965899 7.4450737097757268e-05 -0.00073275516201340809 0.00040558617444510554 0.00022269998800695392
leaf_weight=0.0010268992350205208 0.0012611168435960459 0.0010806335107532141 0.0010285911690302565 0.0010432672314549243 0.0010230389780859304 0.0010497729533166245 0.001104755758418818 0.0010064655697888392 0.0015517764558378602 0.0014788935317981656 0.0010581175943497135 0.0010152282945113476 0.0011043511865631989 0.0010440381149358635 0.001522558811726509
leaf_count=930 640 307 84 88 137 187 130 218 368 208 78 58 170 155 152
internal_value=0 3.3737e-05 7.6578e-05 3.59839e-05 -0.00032306 5.40041e-05 0.000136326 5.90829e-05 0.000174461 6.31903e-05 0.000199754 0.000506725 -0.00036509 -6.51063e-06 -0.000146458
internal_weight=0 0.0173726 0.016292 0.0152634 0.00333393 0.00207281 0.0119295 0.00987096 0.00776014 0.00665538 0.00517649 0.0020585 0.00211082 0.00411837 0.00307434
internal_count=3910 2980 2673 2589 964 324 1625 1479 1091 961 753 146 388 675 520
is_linear=0
shrinkage=0.00196078


Tree=3265
num_leaves=15
num_cat=0
split_feature=403 403 42 48 52 43 1 4 16 4 1 12 16 49
split_gain=0.000153648 0.000140868 0.000122653 0.000128455 0.000121805 9.4228e-05 0.000141046 0.000213734 0.000193706 0.000126958 8.57824e-05 7.98317e-05 8.07649e-05 9.80501e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 0.12862000000000004 -0.37613999999999997 -0.15109999999999998 0.094695000000000015 0.053925000000000008 0.15737500000000001 -0.082054999999999975 0.11198000000000001 0.086935000000000012 -0.09601999999999998 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 9 -7 -9 12 -11 -14
right_child=1 -3 -4 -5 5 6 7 10 -10 11 -12 -13 13 -15
leaf_value=-0.00072137173286233565 -0.00056524877340989935 -0.00063968654004807959 0.00061102327142246516 -0.00064902294949179993 0.00057700371548597481 0.00052896806306524421 0.00087370472853318863 -0.00040810647228004606 -0.00084748753041231722 0.00044807476092674758 0.00030906159471550114 -0.00058942525951423039 -0.00060545859124913441 0.00020512910322802256
leaf_weight=0.0010938843970645052 0.0010548484840773248 0.001112799673958601 0.0015242909415760552 0.0010072989380299205 0.001576173789133801 0.0015086812894365784 0.0017514154452496428 0.0011639029633824243 0.0011321298126548626 0.0011310554155154061 0.0014279243093545213 0.0010927585759014325 0.0011249944591565767 0.0011708414367266632
leaf_count=930 332 307 299 81 141 153 291 101 99 103 240 439 164 230
internal_value=0 3.57629e-05 8.08623e-05 2.74929e-05 7.57042e-05 0.000127395 6.57921e-05 0.000344567 -0.000103302 3.64576e-05 -1.29946e-05 -0.000127945 1.92108e-05 -0.000192071
internal_weight=0 0.0177791 0.0166663 0.015142 0.0141347 0.0130799 0.0115037 0.00434324 0.00716046 0.00602833 0.00259183 0.00451965 0.00342689 0.00229584
internal_count=3910 2980 2673 2374 2293 1961 1820 632 1188 1089 341 936 497 394
is_linear=0
shrinkage=0.00196078


Tree=3266
num_leaves=10
num_cat=0
split_feature=0 4 1 15 2 0 51 16 49
split_gain=2.99873e-05 8.71027e-05 6.19114e-05 0.00010869 7.64013e-05 0.000132561 9.01185e-05 6.7849e-05 4.51221e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 0.076710000000000014 0.083935000000000023 1.0000000180025095e-35 -0.13506999999999997 0.08955500000000001 -0.055679999999999993 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 8 -4 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.027376649318869024 -0.0097468092708090353 0.023422173763723388 0.0021678756876714628 0.0040267087437149563 0.021136762542623533 0.032769775469600179 -0.021250788355280069 -0.022553225318168356 -2.1073085930370387e-05
leaf_weight=0.0017048750483473611 0.0010785151501294717 0.0013524236460190553 0.0019851387847024866 0.001637618687613349 0.0012349001383014529 0.0012799767999281094 0.0010547937489312018 0.0014603986079874853 0.0020029382956409671
leaf_count=1059 155 239 453 851 145 286 102 390 230
internal_value=0 0.00870636 -0.00187076 -0.0119909 0.00188018 0.0081809 0.000848986 -0.00831022 0.00804845
internal_weight=0 0.00243094 0.0123606 0.00334249 0.00901815 0.00557261 0.00429263 0.00344554 0.00323784
internal_count=3910 394 3516 1910 1606 763 477 843 375
is_linear=0
shrinkage=0.087056


Tree=3267
num_leaves=13
num_cat=0
split_feature=403 158 48 157 130 48 51 3 0 2 133 3
split_gain=0.000128241 9.14925e-05 0.000119006 0.000150694 0.000135132 9.60263e-05 0.000136555 0.000137153 0.000114695 0.000126045 0.000100993 0.000215859
threshold=-1.0000000180025095e-35 0.085745000000000002 0.12738500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097140000000000018 0.08955500000000001 -0.100615 -0.10071499999999999 0.086545000000000025 0.086895000000000014 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 9 -9 11 -10
right_child=1 -3 -4 4 5 -7 -8 8 10 -11 -12 -13
leaf_value=-0.00069143878569409068 -0.00046988257689879168 -0.00052412895803779472 -0.00058310647859267375 -0.00048514501498120229 0.00074288931556058867 0.00073567697060189573 -0.00040597659629123661 -1.4033549486527617e-05 -0.0010014391265983139 0.00075021523015816893 0.00034306569430842177 0.00011815307198842109
leaf_weight=0.0010119957078687783 0.0015507299968484977 0.0010844044152887198 0.0010212608715882135 0.0010921986344070754 0.0018122931554854279 0.001313033180741629 0.00136401414062333 0.0014728806513980559 0.0010264121467476659 0.0018999694669581632 0.0015347026092086434 0.0018652472316560093
leaf_count=930 616 323 110 148 196 176 227 63 330 208 274 309
internal_value=0 2.69911e-05 6.44541e-05 0.000108745 0.000175804 0.000234548 0.000174597 0.000256989 0.000144081 0.000416478 -6.34835e-05 -0.000279253
internal_weight=0 0.0170371 0.0159527 0.0149315 0.0133808 0.0122886 0.0109755 0.00961151 0.00779921 0.00337285 0.00442636 0.00289166
internal_count=3910 2980 2657 2547 1931 1783 1607 1380 1184 271 913 639
is_linear=0
shrinkage=0.00196078


Tree=3268
num_leaves=16
num_cat=0
split_feature=403 48 403 158 157 457 16 15 40 47 0 0 43 4 0
split_gain=0.000147782 0.000104486 0.000148969 0.000124349 0.000172093 0.000135862 0.000120601 0.000220131 0.00011801 0.000222951 0.000155599 0.000247521 0.000178656 0.000141745 0.000118154
threshold=-1.0000000180025095e-35 0.12862000000000004 0.09389500000000002 0.085745000000000002 -1.0000000180025095e-35 -0.067474999999999993 -0.49150499999999991 -0.14097499999999996 -0.051069999999999997 0.09550500000000002 -0.10575999999999998 -0.08824499999999999 -0.15426499999999996 0.0057500000000000008 -0.081964999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 10 13 -12 -13 -10 -14
right_child=1 -3 -4 -5 5 6 7 8 9 -11 11 12 14 -15 -16
leaf_value=-0.00071301762878505043 -0.00043603712930091656 -0.00053759328376862356 -0.00063797880205207849 -0.00053389980271598082 -0.00044546870330272679 0.00084156284951076535 -0.00058888508234635904 -0.00027014769671399822 0.00024124966878656337 0.001140458163911134 -0.00078692051723788174 0.00099245589229197896 0.00052242534897419977 0.0011932238180137758 -0.00031497812807557271
leaf_weight=0.0010861496718343249 0.0016321402124668373 0.0011602681743380352 0.0010686171556447055 0.0010493752392201723 0.0010282220609403132 0.0013845107937303326 0.0011376983821498295 0.0011369315394083252 0.0013377246020540587 0.0013280084984190199 0.0010385939113928917 0.0010248695489550319 0.0011008484528555636 0.0010923886088095303 0.0015740546551210668
leaf_count=930 606 116 301 295 140 164 200 131 101 81 139 54 178 46 428
internal_value=0 3.16371e-05 7.06391e-05 0.000118368 0.000164567 0.00023892 0.000296812 0.00022679 0.00032312 0.000402507 0.000265796 5.89159e-05 0.000296358 0.000669183 2.96528e-05
internal_weight=0 0.0180943 0.016934 0.0158654 0.014816 0.0131839 0.0121556 0.0107711 0.00963342 0.00849649 0.00716848 0.00473837 0.00369977 0.00243011 0.0026749
internal_count=3910 2980 2864 2563 2268 1662 1522 1358 1158 1027 946 799 660 147 606
is_linear=0
shrinkage=0.00196078


Tree=3269
num_leaves=15
num_cat=0
split_feature=403 403 0 41 42 52 2 2 48 4 12 2 1 15
split_gain=0.000111987 0.000130167 0.000115204 0.000100707 7.90822e-05 0.000119493 9.74372e-05 0.000207123 0.000162428 0.000105971 0.000117743 0.000103492 0.000170968 2.7188e-05
threshold=0.09389500000000002 0.084405000000000022 0.15480500000000005 0.075585000000000013 -1.0000000180025095e-35 0.16064500000000001 0.10796500000000002 0.097940000000000013 0.10417000000000001 0.074650000000000008 0.085465000000000013 0.085355000000000014 0.086560000000000012 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 13 10 11 -6 -13 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00041690954404701249 -0.00062676871859998408 0.0007067967732964542 0.00056467940184920279 -0.00063685593106677346 0.00046904249001345746 -0.00053703892554366394 -0.00029821340707428257 0.00097276593530148275 0.00040008405843311868 0.00059289969809872632 -0.00049722015834855718 0.00039771368671796516 -0.0007384678063198114 -0.00075336128263061696
leaf_weight=0.0016906790660334214 0.0010762470221799538 0.0010138409484215507 0.0012112628692036572 0.0010936665517014806 0.0019286314671898858 0.001259999683702529 0.0010105640630366365 0.0011831438626919676 0.0011411383223383863 0.0012745942134750436 0.0015273645603709795 0.0010286384340647868 0.0010083261257221032 0.0010077650606557936
leaf_count=820 307 84 62 199 299 355 246 193 104 138 636 245 68 154
internal_value=0 2.50169e-05 -1.72186e-05 -6.37283e-05 -1.91499e-05 3.52135e-05 0.000100112 0.000215866 -0.000191179 8.35409e-05 -3.46515e-05 0.000143509 -0.000164712 -0.000525472
internal_weight=0 0.0173796 0.0163658 0.0151545 0.0140608 0.0123702 0.0111102 0.0079507 0.00315947 0.00676755 0.00549296 0.0039656 0.00203696 0.00201833
internal_count=3910 3603 3519 3457 3258 2438 2083 1579 504 1386 1248 612 313 400
is_linear=0
shrinkage=0.00196078


Tree=3270
num_leaves=13
num_cat=0
split_feature=11 3 124 0 47 1 13 15 3 52 2 13
split_gain=3.34691e-05 4.41002e-05 4.51545e-05 7.12735e-05 8.60597e-05 7.96752e-05 0.000103786 9.70536e-05 0.000109399 6.36709e-05 3.56683e-05 2.32883e-05
threshold=0.081005000000000008 -0.10628499999999998 -0.048219999999999992 -0.053834999999999994 0.096175000000000024 0.094695000000000015 -0.084084999999999979 0.085120000000000015 0.084925000000000014 -1.0000000180025095e-35 0.092865000000000017 -0.05461499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 6 -4 8 -8 -7 -1 -5
right_child=-2 2 3 11 -6 9 7 -9 -10 -11 -12 -13
leaf_value=0.001280885870407716 -0.01547904536933728 0.015916458842408811 -0.024477074659710753 -0.0081506949722498032 -0.020883859399402689 0.0021437221920733792 -0.019272763273886218 0.026967673533479144 0.014196065123402612 0.031012325074267932 0.024445606078024894 -0.026831721596700768
leaf_weight=0.0010064280981516667 0.001005678608618465 0.0010805975193137135 0.001188578057016814 0.0010127042705678942 0.0012130431649775191 0.0010881166718701013 0.0015597448909388705 0.0010916142848604437 0.0014086176403571571 0.0012375255143731757 0.0010086264477435838 0.0010102857645614997
leaf_count=175 233 309 656 132 262 133 718 646 71 256 115 204
internal_value=0 0.000966692 -0.00105147 -0.0027476 0.000644088 0.00409189 -0.00185163 0.00477208 -0.00339034 0.0175053 0.0128759 -0.01748
internal_weight=0 0.0139059 0.0118908 0.0108102 0.00878724 0.0075742 0.00524855 0.00405998 0.00296836 0.00232564 0.00201505 0.00202299
internal_count=3910 3677 3387 3078 2742 2480 2091 1435 789 389 290 336
is_linear=0
shrinkage=0.087056


Tree=3271
num_leaves=12
num_cat=0
split_feature=133 13 39 50 48 0 3 42 49 15 0
split_gain=3.52571e-05 6.01825e-05 6.28298e-05 6.58041e-05 0.000108152 9.08851e-05 0.000172903 0.000121339 8.85096e-05 0.000133493 3.67622e-05
threshold=0.10681500000000001 -0.26418499999999995 0.005105000000000001 0.086465000000000014 0.11119000000000002 -0.10071499999999999 -0.100615 0.091330000000000008 -0.065249999999999989 -0.095799999999999982 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -3 10 -10
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.019483707184104148 -0.01646078626232228 -0.0088225202242795502 0.016785273010563536 -0.024184829713928706 -0.029000494616235259 0.016406477145417896 -0.036051703167669216 0.0037363819880428862 -0.0073975167878876057 0.042158817215912851 0.016716043904264687
leaf_weight=0.0013161405933512409 0.0010110054176404809 0.0013171190299830493 0.0014593681184444001 0.0011044303978675384 0.0010083186381887885 0.0015945616557513573 0.0016883082243467577 0.001001909587376025 0.0010265592371920818 0.0012602520009654273 0.0010482820489594313
leaf_count=181 545 108 390 525 99 287 1189 274 67 170 75
internal_value=0 0.00106073 -0.000877638 -0.00321043 -0.00088121 0.00229136 -0.00722598 -0.0212335 0.011057 0.018908 0.00478549
internal_weight=0 0.0138252 0.0125091 0.0110497 0.00994531 0.00893699 0.00428478 0.00269022 0.00465221 0.00333509 0.00207484
internal_count=3910 3365 3184 2794 2269 2170 1750 1463 420 312 142
is_linear=0
shrinkage=0.0905731


Tree=3272
num_leaves=16
num_cat=0
split_feature=403 403 160 1 52 133 160 52 0 12 151 1 12 4 3
split_gain=0.000127322 0.000123737 9.21021e-05 0.000133297 0.000150368 8.73981e-05 9.98176e-05 0.000117248 0.000149748 0.000177689 0.000133058 0.000110572 0.000112579 0.000115489 6.20974e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 -1.0000000180025095e-35 0.090540000000000023 -0.0093349999999999978 -0.069944999999999993 0.11161500000000001 -0.27466499999999994 -0.15713499999999997 0.10129000000000001 -0.0088999999999999982 0.10386500000000001 0.085185000000000025 -0.030814999999999995 -0.082139999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 -7 10 11 -9 12 13 -10 -14
right_child=1 -3 5 4 -6 6 -8 8 9 -11 -12 -13 14 -15 -16
leaf_value=-0.00067387396451572517 -0.00064766873884198207 -0.00061572250442954184 -0.00039655841878656601 0.00062964454134366884 -0.00040447104407658629 -0.00029839053940052793 -0.0003510425671255873 -0.00062794504487657704 0.00066765125891074973 -0.00015056319602156789 0.00034551063226249192 0.0011917725511142421 0.0011297875719433351 -0.00019941234829850456 0.00048418376800245136
leaf_weight=0.0010254286158709386 0.0014799691174143164 0.0010493665745571817 0.0010139422823711103 0.0010284750965636972 0.0010501851937639306 0.001253814469606992 0.001124898488824193 0.0010006261528626714 0.0010351607841307972 0.0013832489602485232 0.0010777547926772652 0.001018929804226373 0.0010801277940148818 0.0012569980491155218 0.0011229214042985936
leaf_count=930 669 307 261 144 194 298 181 74 62 117 78 274 81 152 88
internal_value=0 2.36587e-05 6.57848e-05 -0.000206744 0.000107186 0.000144197 0.000192485 0.000252254 0.000329173 0.000465473 -0.000123155 0.000620009 0.000490407 0.000192162 0.000800715
internal_weight=0 0.0169764 0.0159271 0.00355863 0.00207866 0.0123684 0.0113545 0.0102296 0.00897577 0.00689739 0.00207838 0.00551414 0.00449521 0.00229216 0.00220305
internal_count=3910 2980 2673 1007 338 1666 1405 1224 926 774 152 657 383 214 169
is_linear=0
shrinkage=0.00192234


Tree=3273
num_leaves=15
num_cat=0
split_feature=403 403 403 160 1 43 16 4 2 2 49 16 4 42
split_gain=0.000115422 9.82318e-05 9.32935e-05 0.000110983 0.000203729 0.000101883 9.99498e-05 0.000151839 0.000126252 0.000169795 0.000126391 7.60215e-05 3.54657e-05 3.50224e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.090540000000000023 -0.15109999999999998 0.15737500000000001 -0.084009999999999987 0.113945 0.097940000000000013 -0.047309999999999998 -0.057604999999999996 -0.048489999999999991 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 13 7 -7 9 10 -9 -12 -8 -5
right_child=1 -3 -4 5 -6 6 12 8 -10 -11 11 -13 -14 -15
leaf_value=-0.00065471409438753602 -0.0009397836797219207 -0.00056123885288817277 0.00064150428659371283 0.00025691735867104247 8.5012600154900689e-05 0.00082031114805190786 -0.0006187241767456875 0.00042733503799483003 -0.00048009984036607263 0.00083860174926985679 -0.00059848099815944255 9.8203018675157647e-05 -9.9758448118929512e-05 0.00077502287951301927
leaf_weight=0.0010111009965446663 0.0011914590446979725 0.0010241264280391382 0.0010115267986643408 0.0010003591734558948 0.0019940543422326974 0.0010659570090161561 0.0010003505837330035 0.0014922757715375113 0.0014866546712048699 0.0011330630630333599 0.0013888525784334941 0.001063125882050534 0.0010250698190862328 0.0010061093858919892
leaf_count=930 640 307 84 56 324 130 163 128 208 150 270 205 225 90
internal_value=0 2.73208e-05 6.53285e-05 2.60745e-05 -0.000298286 0.000114676 3.11293e-05 0.000133915 2.2448e-05 0.000169596 -2.25893e-05 -0.000296414 -0.000356074 0.000516713
internal_weight=0 0.016883 0.0158589 0.0148473 0.00318551 0.0116618 0.00965535 0.00762993 0.00656397 0.00507732 0.00394425 0.00245198 0.00202542 0.00200647
internal_count=3910 2980 2673 2589 964 1625 1479 1091 961 753 603 475 388 146
is_linear=0
shrinkage=0.00196078


Tree=3274
num_leaves=15
num_cat=0
split_feature=403 158 156 457 15 151 48 403 52 40 15 42 52 1
split_gain=0.000118698 0.000102758 0.000107089 0.000106434 0.000101583 0.000121208 0.000164979 9.74361e-05 9.37889e-05 9.23157e-05 9.59198e-05 0.000201006 6.55985e-05 9.8608e-05
threshold=-1.0000000180025095e-35 0.085745000000000002 0.090135000000000007 -0.068264999999999978 -0.19153499999999998 0.056555000000000001 0.016865000000000002 0.088015000000000024 -0.074484999999999982 -0.067204999999999987 0.088495000000000018 -0.087484999999999993 0.0033900000000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -8 -6 11 -11 13 -13
right_child=1 -3 -4 4 5 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.00066063250230544125 -0.00049352402676284255 -0.00055572457625546929 -0.00053687550740537165 -0.0003557067664805707 -0.00030769401755387113 -0.00042786756772794838 0.00025357550192765441 -0.00036525519982530006 0.00095451536657829752 0.0011535340273767973 -0.00023493942291176139 -0.00032562596480678201 0.00050910829550024047 0.00045875658598791937
leaf_weight=0.0010118416891714442 0.0010451296592221106 0.0010835922781483797 0.0010512751837704467 0.0013622741831003102 0.0010921298798130339 0.0010498999901516629 0.0012386733662106903 0.0012945864603939455 0.0016386035319721041 0.0010568428206656445 0.0010348259148792206 0.0013800561718613697 0.001639662000354055 0.0010375304976436865
leaf_count=930 248 323 340 241 80 75 171 258 197 109 307 308 197 126
internal_value=0 1.70799e-05 5.60641e-05 9.7983e-05 0.000142699 0.000197178 0.000254678 0.000120488 0.000652759 0.000207332 0.000298807 0.00040681 0.000212301 1.09993e-05
internal_weight=0 0.0170051 0.0159215 0.0148702 0.0138251 0.0124628 0.0114129 0.00853563 0.00287728 0.00724105 0.00614892 0.00511409 0.00405725 0.00241759
internal_count=3910 2980 2657 2317 2069 1828 1753 1385 368 1127 1047 740 631 434
is_linear=0
shrinkage=0.00192234


Tree=3275
num_leaves=15
num_cat=0
split_feature=403 453 4 16 52 133 16 1 48 13 13 51 52 4
split_gain=0.000105803 0.000101566 0.000124976 0.000121745 0.000147841 0.00012994 0.000106393 0.000108039 0.000102376 0.000118209 9.40553e-05 8.60914e-05 9.80539e-05 6.95571e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 -0.19424999999999998 0.071660000000000015 0.090085000000000012 -0.50585499999999983 0.11257500000000001 0.095090000000000022 -0.071149999999999977 -1.0000000180025095e-35 -0.15140499999999998 -0.084699999999999984 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 10 -4 -8 9 -5 -6 -11 -13 -14
right_child=1 -3 6 4 5 -7 7 -9 -10 11 -12 12 13 -15
leaf_value=-0.00061315179782344222 -0.00068207290337556168 -0.00056764126270170893 0.00076753237976067237 -0.00067749370813541634 0.00017286595580890554 -0.00026261557076377783 -0.00038158546175671613 0.00045430360456900963 0.00041453789144326044 0.00042058488863409458 0.00087000674927059001 -0.00071054803618486226 0.00039542947767284977 -0.00026272708965885947
leaf_weight=0.0010408524795890431 0.0010095204012582583 0.0010287895773891101 0.0015652976109525657 0.0016743774676104698 0.0014146067483020684 0.0010494035743372661 0.0010032279435051327 0.0014591404966826558 0.0011131125671950855 0.0010611860562850552 0.0015696455511474763 0.0010780648191983586 0.0010092193118001239 0.0015900281154967093
leaf_count=930 79 96 194 648 391 128 99 237 188 146 157 297 216 104
internal_value=0 3.01931e-05 6.72512e-05 -2.9066e-05 2.7962e-05 0.000330854 0.000367829 0.000113742 -0.000134377 -0.000229655 0.000539545 -7.14079e-05 -0.000213386 -7.18223e-06
internal_weight=0 0.0176256 0.0165968 0.0125692 0.0115596 0.00403366 0.00402767 0.00246237 0.00752599 0.00641288 0.00298425 0.0047385 0.00367731 0.00259925
internal_count=3910 2980 2884 2354 2275 676 530 336 1599 1411 548 763 617 320
is_linear=0
shrinkage=0.00196078


Tree=3276
num_leaves=14
num_cat=0
split_feature=403 453 4 16 52 12 48 2 1 0 4 16 1
split_gain=0.000143234 0.000121188 9.0954e-05 0.000151558 0.00013937 0.000154485 0.00011527 0.000147108 0.000132995 0.000164707 0.000110065 8.52814e-05 0.00013032
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 -0.19424999999999998 1.0000000180025095e-35 0.091735000000000025 0.091555000000000011 0.087005000000000013 0.088495000000000018 -0.06402999999999999 -0.08422499999999998 -0.50585499999999983 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 10 7 8 -5 -10 -6 -4 -13
right_child=1 -3 11 4 5 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.00072657787100319996 -0.00074008924071900298 -0.0006321198034177311 0.00068201536927907315 0.00049397194322600712 9.2329788321517375e-05 -0.0002707933775218936 0.00035033849754758251 -0.00068492266625677927 -0.00071427175217614184 0.00030252601134369926 0.00085746516908558469 -0.00044708854219633514 0.00047582119906882221
leaf_weight=0.0010319448378918348 0.0010220280569980993 0.0010164215842477222 0.0015558455154352302 0.0012775715260217933 0.0011736449479236577 0.001183731858475809 0.0015929667905924677 0.0019406777212398591 0.0014449492499131883 0.0010631469533312135 0.0018817547104133664 0.0010036331214899779 0.0014212258085964694
leaf_count=930 79 96 194 231 136 310 221 727 229 88 333 97 239
internal_value=0 2.5066e-05 6.54e-05 -1.63385e-05 4.76574e-05 0.000330576 -0.000116201 -0.000245983 -2.09665e-05 -0.000283265 0.00056356 0.000323723 9.38349e-05
internal_weight=0 0.0175776 0.0165612 0.0125805 0.0115584 0.00423913 0.00731931 0.00572635 0.00378567 0.0025081 0.0030554 0.0039807 0.00242486
internal_count=3910 2980 2884 2354 2275 779 1496 1275 548 317 469 530 336
is_linear=0
shrinkage=0.00196078


Tree=3277
num_leaves=12
num_cat=0
split_feature=156 158 50 160 133 2 3 0 4 43 0
split_gain=3.58956e-05 6.39693e-05 6.53224e-05 7.76064e-05 0.000111201 8.22928e-05 6.45741e-05 0.000111754 7.21551e-05 6.8052e-05 6.46721e-05
threshold=0.090135000000000007 1.0000000180025095e-35 0.088425000000000017 -0.08266999999999998 -0.0056849999999999991 0.11339500000000001 0.11476000000000001 -0.077944999999999987 0.0057500000000000008 -0.092484999999999984 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 -9 -10
right_child=-2 -3 -4 4 5 -7 -8 9 10 -11 -12
leaf_value=0.027164858474039676 -0.017055572495613808 -0.020847149282143689 -0.017630408292816455 -0.020856410797299222 -0.016820142540899183 -0.012900134359836047 0.031890465230305226 0.0076464387286887519 0.024128273511380076 0.038383517527468568 -0.0071930659176725276
leaf_weight=0.0012016803648016551 0.0010027646785015784 0.0010542425484280941 0.0012091831464487819 0.0015061197620932455 0.0017363158446740547 0.0015801535262140523 0.0010212169656193728 0.0012844814076893706 0.0011095176287851949 0.0011791134055707591 0.0011415198753157644
leaf_count=324 371 470 638 658 553 293 60 91 68 290 94
internal_value=0 0.00103773 0.0028167 0.00491908 0.00238724 0.0062545 0.0103052 0.00688811 -0.00266978 0.0223577 0.00824496
internal_weight=0 0.0140235 0.0129693 0.0117601 0.0105584 0.00905232 0.00747217 0.00645095 0.00398735 0.00246359 0.00225104
internal_count=3910 3539 3069 2431 2107 1449 1156 1096 715 381 162
is_linear=0
shrinkage=0.0923845


Tree=3278
num_leaves=14
num_cat=0
split_feature=4 48 158 14 3 15 12 4 0 15 403 52 52
split_gain=0.000185169 0.000145066 0.000155374 0.000185875 0.000324492 0.000150834 0.000142378 0.00024395 0.000167559 0.000179482 0.000198703 0.000180277 0.000151033
threshold=-0.51381999999999983 0.12862000000000004 0.085745000000000002 -0.13131999999999996 0.10420500000000001 -0.017214999999999998 0.092365000000000017 -0.034289999999999994 -0.060094999999999989 -0.10071499999999999 0.086810000000000012 -0.068164999999999989 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 9 -5 11 -11 -13
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 12 -14
leaf_value=-0.00080275865774335445 -0.00057339438370816015 -0.00062686053223845635 -0.00061817619811463658 0.00059936978101764692 0.00031897387415619265 0.0012057870932101135 -0.0010642640508597106 0.00010863422200107333 0.00080012053573460433 0.00016151307625602201 0.00061048140583796486 -0.0010472750519544926 -0.00012676115118840097
leaf_weight=0.0010806606367184139 0.001337474317597973 0.0012014770102334862 0.0011523937205455545 0.0017876806164151124 0.0014433903326575193 0.0015075370273202053 0.0010911109430434478 0.0018173015836985547 0.0013658865524836744 0.0019837926923713506 0.0011793875056412134 0.0014558106968565053 0.0012947488379630064
leaf_count=80 153 123 398 241 133 88 568 383 189 343 161 475 575
internal_value=0 3.21153e-05 7.75747e-05 0.000126872 0.000189618 0.000772019 4.61092e-05 -0.000331387 0.000167194 5.49413e-05 -0.000109635 -0.000289026 -0.000613969
internal_weight=0 0.018618 0.0174165 0.0162641 0.0149266 0.00295093 0.0119757 0.00290841 0.00906731 0.00770142 0.00591374 0.00473435 0.00275056
internal_count=3910 3830 3707 3309 3156 221 2935 951 1984 1795 1554 1393 1050
is_linear=0
shrinkage=0.00196078


Tree=3279
num_leaves=12
num_cat=0
split_feature=475 150 4 151 15 47 12 12 15 0 15
split_gain=3.34061e-05 4.9971e-05 0.000173344 9.03949e-05 8.0948e-05 0.000112682 0.000111289 7.55954e-05 7.43162e-05 8.07378e-05 6.43183e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.40359500000000004 -0.075719999999999996 -0.10981499999999998 0.09550500000000002 0.088325000000000015 0.10129000000000001 0.024640000000000006 -0.10575999999999998 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 10 9 -6 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.013283734638669484 -0.017714972787529416 0.022944078415632022 0.036634304844003457 -0.02774723344113383 0.0092014806547456689 0.022193595186308653 -0.00034563767651857964 -0.012818898986936037 -0.031884474136306018 -0.021048140053326368 0.029812698661241546
leaf_weight=0.001438085165040859 0.001053284231544078 0.0012036109664274727 0.0011317285118625656 0.0010020188762844126 0.0013977257306907881 0.0014866503187463687 0.001053114869218906 0.0010664014725673054 0.001398531287351395 0.0015012869385625394 0.0012916287683875163
leaf_count=621 150 290 311 233 92 152 377 306 612 260 506
internal_value=0 0.00123297 0.00282541 -0.000530668 -0.00330143 -0.000637564 -0.00504064 0.00717438 -0.0147362 -0.00646363 0.0162674
internal_weight=0 0.013586 0.0125327 0.011401 0.0101974 0.00919534 0.00770869 0.00341115 0.00429754 0.00289901 0.00234474
internal_count=3910 3289 3139 2828 2538 2305 2153 1189 964 352 883
is_linear=0
shrinkage=0.0905731


Tree=3280
num_leaves=12
num_cat=0
split_feature=484 42 124 133 15 49 0 3 52 47 1
split_gain=3.68392e-05 4.54333e-05 6.30322e-05 0.000117317 0.00014357 0.000185938 0.000154949 7.91717e-05 0.000122327 6.13881e-05 4.07226e-05
threshold=-0.0043499999999999988 0.092145000000000019 -0.018779999999999995 0.092550000000000007 -0.029114999999999999 -0.006494999999999999 -0.083424999999999985 -0.082304999999999975 -0.074484999999999982 0.09252500000000001 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4 -9 -10 -3
right_child=1 10 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.016092548838268814 -0.017407689960059262 -0.021008222075199746 0.033154215500888623 0.032738755188857847 -0.042253055067452125 0.018953796765232598 -0.018511789247996905 -0.017815027267392002 0.025791516038918928 0.00062730455365936225 0.002648187990672431
leaf_weight=0.0010214419708714029 0.0010252894375054012 0.0012247889600211055 0.0010569931485219942 0.0010556470745543859 0.001010108914639497 0.0016860240188397936 0.0016606038498017406 0.001141597790755261 0.0018131658854813578 0.0012352364853042974 0.0010032002422028098
leaf_count=612 237 505 270 280 194 474 577 160 293 107 201
internal_value=0 0.00103644 0.00320879 0.00519182 0.00216384 -0.0095173 0.000363293 0.0118631 0.00649202 0.0155948 -0.0103564
internal_weight=0 0.0139127 0.0116847 0.0106594 0.00960373 0.00435674 0.00334663 0.00524699 0.00419 0.0030484 0.00222799
internal_count=3910 3298 2592 2355 2075 1245 1051 830 560 400 706
is_linear=0
shrinkage=0.087056


Tree=3281
num_leaves=11
num_cat=0
split_feature=133 0 12 51 0 133 49 13 15 49
split_gain=3.97414e-05 5.63365e-05 4.33672e-05 5.30843e-05 0.000130392 5.54069e-05 5.54681e-05 0.000100331 7.78768e-05 0.000117262
threshold=0.10681500000000001 0.10302000000000001 0.095295000000000019 -0.07742499999999998 -0.074249999999999997 -0.0023199999999999996 1.0000000180025095e-35 -0.083514999999999992 -0.10071499999999999 -0.059914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -9 -10
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11
leaf_value=-0.013628588298945714 -0.018837718703205011 0.02024841360159179 -0.014231240872405017 -0.018263268818915789 0.034107581374607537 0.035143474579159603 -0.013061078638223913 0.021542633226041739 0.010795930526532391 -0.032595564226174718
leaf_weight=0.0018052282767186774 0.0010174216171557398 0.0013519095577136158 0.0019547693079549561 0.0013239074747489633 0.0012529042522640204 0.0010849475556481032 0.0014289127380155767 0.0012014339219986727 0.0013116973555629529 0.0011011461369637571
leaf_count=445 545 193 536 752 278 368 289 63 94 347
internal_value=0 0.00123931 -0.000822354 0.00167154 0.00484447 -7.54999e-05 0.00385374 0.0089971 0.00114838 -0.00900659
internal_weight=0 0.0138169 0.0124649 0.0105102 0.00870495 0.00745205 0.00612814 0.00469922 0.00361428 0.00241284
internal_count=3910 3365 3172 2636 2191 1913 1161 872 504 441
is_linear=0
shrinkage=0.0980392


Tree=3282
num_leaves=11
num_cat=0
split_feature=484 52 160 12 0 3 16 52 1 150
split_gain=3.3447e-05 3.96822e-05 6.00478e-05 6.15125e-05 0.000101141 8.35419e-05 7.24165e-05 5.71916e-05 0.000100505 5.6499e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 -0.10209999999999998 -0.078884999999999997 -0.19424999999999998 -0.37613999999999997 0.097480000000000011 0.085360000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 -4 -6 -5 -2 9 -9
right_child=1 2 3 6 5 -7 -8 8 -10 -11
leaf_value=-0.016962656478199445 -0.010692135540762527 -0.020810083496204303 -0.01095881600214248 0.0041415219116055953 0.0018559636579982323 0.032333750675649933 -0.029064801740356194 0.015735044071032746 0.036489788583198179 -0.014460598357913848
leaf_weight=0.0010144535553455814 0.0011129880811490073 0.0014100835894188778 0.0019158666803501187 0.0012583371574171956 0.0016982845727043514 0.0016267610569937674 0.0011716728114787925 0.0013082720678158307 0.0012304158557891235 0.0010178600845858199
leaf_count=612 369 625 258 115 630 215 462 274 287 63
internal_value=0 0.00112235 -0.00258026 0.000770781 0.0066316 0.0167671 -0.0118695 0.00832294 0.0142735 0.00252215
internal_weight=0 0.0137505 0.00908101 0.00767092 0.00524091 0.00332505 0.00243001 0.00466954 0.00355655 0.00232613
internal_count=3910 3298 2305 1680 1103 845 577 993 624 337
is_linear=0
shrinkage=0.0961169


Tree=3283
num_leaves=15
num_cat=0
split_feature=403 453 403 160 16 1374 13 52 457 49 160 15 42 15
split_gain=0.000166093 0.000126481 0.000127025 0.000132666 0.000172209 0.000115686 0.000120269 0.00013101 0.000106961 0.000136042 0.000165492 0.000152389 0.000152587 0.000180641
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.09389500000000002 -1.0000000180025095e-35 -0.008069999999999999 -0.095439999999999983 -0.37340499999999993 -0.27466499999999994 0.082870000000000013 0.089635000000000006 0.043720000000000009 -0.10312999999999999 0.060615000000000009 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -8 9 10 11 -9 13 -13
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0007785631689956994 -0.00074599273716920459 -0.00063767726482902678 -0.00058011874893029822 -0.0004316276916925823 0.0001653651541012308 -0.00027093964136267802 -0.00025318957967450183 -0.00029476793284803236 0.0010042696962841505 0.00099677746756764033 -0.00049381692321737397 0.00074005559950048993 0.00096044418284362855 -0.00025924389243884508
leaf_weight=0.0010412884859073877 0.0014419196959851244 0.0010369153567003899 0.0010880148309650858 0.0010128412401675365 0.0017826604076817357 0.0014383265175208155 0.0012720652858864969 0.0010834432981466652 0.0010596075632680925 0.0010491865528714115 0.0010104763261909698 0.0013695530242807162 0.0018393909631409001 0.0014130469274457463
leaf_count=930 587 96 306 36 390 107 344 140 138 151 223 122 185 155
internal_value=0 2.69997e-05 6.78771e-05 0.000112577 -0.000242162 0.000203738 0.000259527 0.000335094 0.000419894 0.000340151 0.00023757 0.000367104 0.000522254 0.000232596
internal_weight=0 0.0178974 0.0168605 0.0157725 0.00322458 0.0125479 0.0115351 0.0100968 0.0088247 0.0077651 0.00671591 0.00570543 0.00462199 0.0027826
internal_count=3910 2980 2884 2578 977 1601 1565 1458 1114 976 825 602 462 277
is_linear=0
shrinkage=0.00196078


Tree=3284
num_leaves=17
num_cat=0
split_feature=403 48 11 403 403 43 1 2 1 4 1 15 3 1 4 15
split_gain=0.000122834 0.000135893 0.000132516 0.000147605 0.000133381 0.000121193 0.000227852 0.000147246 0.000157962 0.00031664 0.0001416 0.000135381 0.00012496 8.92364e-05 7.46833e-05 3.39766e-05
threshold=-1.0000000180025095e-35 -0.084204999999999988 0.08184000000000001 0.09389500000000002 0.07955000000000001 -0.16369999999999998 0.10113500000000002 0.10393500000000001 0.086560000000000012 0.0057500000000000008 0.11052000000000002 -0.061694999999999993 -0.083604999999999985 0.11327500000000001 -0.00027999999999999998 -0.16430499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 13 7 8 12 -10 -8 15 -7 -3 -14 -12
right_child=1 2 -4 -5 -6 6 10 -9 9 -11 11 -13 14 -15 -16 -17
leaf_value=-0.00066468996485853464 -0.00067311779583104786 0.00097118796683488492 -0.00057075581442739948 -0.0005868381930727479 0.00084569332675802245 -0.00036546167399700326 0.00090634651404801145 -0.00073539883002947946 -0.0011050862257644559 0.00033157650992992932 0.00010822208515459385 0.00072146617176922084 0.00011098475498172408 0.00014442181071969691 0.00077832181032824917 -0.00039883292126636344
leaf_weight=0.001059887404156838 0.0010206531679516342 0.0010002304065206266 0.0011801743161118606 0.0010888219298785104 0.0010190960196759255 0.0010064237005449447 0.0013832728429863141 0.001452081188728486 0.0012588678097982531 0.0011097760782928234 0.0010198931106641961 0.0010545433631751352 0.0012722972188123089 0.0010074842233165349 0.0013071817123772055 0.0010124439965650441
leaf_count=930 106 75 210 305 79 391 184 250 302 54 213 95 332 54 173 157
internal_value=0 2.19899e-05 6.33037e-05 0.000110095 0.000161011 0.000110757 3.54376e-05 -0.00017555 -3.90252e-05 -0.000431969 0.000385025 0.000151414 0.000220531 0.000556311 0.000449166 -0.000144376
internal_weight=0 0.0181932 0.0171726 0.0159924 0.0149036 0.0138845 0.0118768 0.00740663 0.00595455 0.00236864 0.00447015 0.00308688 0.0035859 0.00200771 0.00257948 0.00203234
internal_count=3910 2980 2874 2664 2359 2280 2151 1502 1252 356 649 465 896 129 505 370
is_linear=0
shrinkage=0.00196078


Tree=3285
num_leaves=11
num_cat=0
split_feature=1 52 2 12 15 151 52 12 43 1
split_gain=3.23815e-05 6.03782e-05 7.08928e-05 9.67407e-05 0.000109772 9.15068e-05 6.20094e-05 8.91364e-05 3.72149e-05 5.75705e-05
threshold=0.12730000000000002 0.11401500000000002 0.092340000000000019 0.086935000000000012 0.088190000000000004 -0.0032449999999999996 -0.072349999999999984 0.092365000000000017 -1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -4 -7 -8 -1 -10
right_child=-2 -3 5 4 -6 6 7 -9 9 -11
leaf_value=-0.011772688318664603 0.012086692398278712 -0.018539017071337004 -0.014501442615444867 -0.039210403973509063 0.00098322639445674637 0.00014167548830348219 0.039889764770799495 0.003499814014870266 0.022539824944065305 -0.0037411999091475239
leaf_weight=0.0010911719964249384 0.0017055838689658638 0.0016554003840924128 0.0011246536694596767 0.001307563887165665 0.0011203204049819795 0.0013934995590703155 0.0014606137804218857 0.0010117289822954695 0.0013929010449396405 0.0015793595342595446
leaf_count=709 345 576 197 601 390 371 209 239 170 103
internal_value=0 -0.00171454 0.000711139 -0.00578119 -0.0206635 0.00915595 0.0160384 0.0249983 0.00311092 0.00857497
internal_weight=0 0.0131372 0.0114818 0.00649132 0.00242788 0.0049905 0.00386584 0.00247234 0.00406343 0.00297226
internal_count=3910 3565 2989 1973 991 1016 819 448 982 273
is_linear=0
shrinkage=0.0942322


Tree=3286
num_leaves=10
num_cat=0
split_feature=1 0 4 12 1 1 47 1 3
split_gain=3.16165e-05 7.50879e-05 0.000105731 5.36867e-05 0.000108881 0.000102841 0.000100661 7.06463e-05 5.12723e-05
threshold=0.088010000000000019 -0.084074999999999997 -0.00027999999999999998 -1.0000000180025095e-35 0.092550000000000007 0.10373000000000002 0.10887000000000001 0.11097000000000001 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 7 -7 -3
right_child=3 8 -4 4 5 6 -8 -9 -10
leaf_value=-0.040133384655294292 0.019278863607489535 0.015343955916826687 -0.0020097537476444619 0.024031193931464054 -0.033569132767900314 0.029971604692994463 -0.024860914557558431 -0.0011987715457252399 -0.0069370146130239389
leaf_weight=0.0011042333193115245 0.0016673393742293926 0.0018322567216365396 0.0017171915305578751 0.0013661948232410919 0.0010351408833712394 0.0010199028993250966 0.0010745738608621824 0.0019678274590069758 0.0019909036528536878
leaf_count=827 436 326 386 278 311 148 118 294 786
internal_value=0 -0.00503637 -0.0169304 0.00390127 -6.54781e-05 -0.00652376 0.000367836 0.00944167 0.00374118
internal_weight=0 0.00664459 0.00282142 0.00813098 0.00646364 0.00509745 0.0040623 0.00298773 0.00382316
internal_count=3910 2325 1213 1585 1149 871 560 442 1112
is_linear=0
shrinkage=0.0961169


Tree=3287
num_leaves=13
num_cat=0
split_feature=14 2 40 3 2 0 1 4 15 16 0 49
split_gain=3.23058e-05 5.50224e-05 0.0001295 9.26514e-05 8.93383e-05 8.09324e-05 8.5635e-05 0.000116095 7.71701e-05 6.16482e-05 0.000111063 4.83259e-05
threshold=-0.13131999999999996 0.10910500000000002 -1.0000000180025095e-35 0.10420500000000001 0.095195000000000016 -0.06402999999999999 0.092550000000000007 0.0057500000000000008 -0.074174999999999977 -0.078844999999999985 -0.084304999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 -3 10 -4 -10
right_child=1 8 3 -5 -6 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.015093642635488021 -0.031822951474223773 0.031540137774414848 -0.01597343235668832 0.025461443623360173 -0.023136358258276403 0.02092943951266751 -0.021953145464094652 0.028502836187146215 -0.012057917528070962 -0.021602805882024869 0.02467814993653929 0.015397912076255439
leaf_weight=0.001052127199508159 0.001033604953079601 0.0010171070834881818 0.0010789408001286877 0.0011036131144909695 0.0013179942131065154 0.0014286390142403222 0.0013815360321603725 0.0010905675853472574 0.0010195805153242954 0.0011413832560841827 0.0010414209076746866 0.0010025047049780369
leaf_count=172 247 284 437 104 406 190 307 151 115 884 344 269
internal_value=0 0.00105445 -0.00196103 0.00125945 -0.00189009 0.00201951 -0.00269207 0.00342189 0.0115893 -0.00496395 0.00399269 0.00155407
internal_weight=0 0.0136569 0.0106177 0.00958409 0.00848048 0.00716249 0.00573385 0.00435231 0.00303919 0.00326174 0.00212036 0.00202209
internal_count=3910 3738 3070 2823 2719 2313 2123 1816 668 1665 781 384
is_linear=0
shrinkage=0.0887971


Tree=3288
num_leaves=16
num_cat=0
split_feature=1213 133 123 159 15 2 12 2 52 0 16 151 16 16 47
split_gain=0.000502747 0.000188613 0.000177504 0.000171114 0.000210583 0.000170829 0.000159485 0.000157694 0.000198067 0.000184395 0.000119703 0.000112148 0.00013562 0.00012004 5.33641e-05
threshold=-1.0000000180025095e-35 -0.085714999999999986 1.0000000180025095e-35 0.10248000000000002 -0.13578499999999996 0.095195000000000016 0.10007000000000001 0.11005500000000001 1.0000000180025095e-35 -0.032484999999999993 -0.38486499999999996 -0.024429999999999997 -0.09601999999999998 -0.057604999999999996 0.085165000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 11 9 -9 -7 -3 -6 -13 -14 -15
right_child=1 2 -4 -5 5 7 -8 8 -10 -11 -12 12 13 14 -16
leaf_value=-0.0013592582657058006 0.00062560190444656998 -0.00013559215152654809 0.00066366360336251532 -0.00085119008203326824 0.00057084416661817676 -3.6952823286317769e-05 0.00097808610091526375 -0.00033014661563034815 0.00072898241488402143 -0.0011220958263724651 -0.0010935747996348307 0.0005247771797695271 -0.00071962499087672386 -0.00022936565744240874 0.00033392417131871712
leaf_weight=0.001029593079307319 0.0019472232284000806 0.001004002304928444 0.0013557902174205104 0.0010227984592762777 0.0017566756574466233 0.0012134217846463818 0.0010089169206005475 0.0016367465159454146 0.0011599437543683318 0.0011949268868120958 0.0010019025611743863 0.0013701142563789506 0.0011620281589190149 0.001358291774414753 0.0012341125588533064
leaf_count=592 447 108 300 302 225 243 97 220 104 109 163 147 374 398 81
internal_value=0 4.67429e-05 -1.77416e-05 -7.50381e-05 -2.24692e-05 6.81534e-05 0.00025005 -0.000207578 0.000109133 -0.000575358 -0.000614082 0.000143306 -3.25205e-06 -0.000195947 3.87881e-05
internal_weight=0 0.0194269 0.0174797 0.0161239 0.0151011 0.0130952 0.00789014 0.00520504 0.00279669 0.00240835 0.0020059 0.00688122 0.00512455 0.00375443 0.0025924
internal_count=3910 3318 2871 2571 2269 1998 1322 676 324 352 271 1225 1000 853 479
is_linear=0
shrinkage=0.00196078


Tree=3289
num_leaves=15
num_cat=0
split_feature=403 403 403 158 48 50 13 0 1 0 43 49 15 15
split_gain=0.000127803 0.00010111 0.00014368 9.0454e-05 9.82448e-05 0.000135397 0.000138672 0.00013533 0.000234078 0.000130793 0.000164086 0.000105526 0.000223366 0.000100907
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 0.085745000000000002 0.12738500000000003 0.084340000000000012 -0.42334499999999992 -0.10575999999999998 0.11198000000000001 -0.017269999999999997 -0.089949999999999988 -0.065249999999999989 -0.095799999999999982 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 11 10 -9 -8 -13 -12
right_child=1 -3 -4 -5 -6 -7 7 9 -10 -11 13 12 -14 -15
leaf_value=-0.00067287680442847391 -0.00047861688437803924 -0.00056342445683991787 0.00076037512087337932 -0.00054430290942637197 -0.000528529907580291 -0.00055984281385172132 -0.00020743435298965847 -0.00077574534005766453 0.0011840466172284268 0.00049873403855805402 0.00036966321782723151 -0.00013216792538050617 0.0010888652121226919 -0.00032578865662510621
leaf_weight=0.0010802867597820868 0.0011949772154032411 0.0010661419391633222 0.0010531792746049642 0.001047951509376698 0.0010394065832266255 0.0011065834512233351 0.0014152401632933909 0.0011724087167440957 0.0012873760108277968 0.0016605892134245476 0.0019151164614630552 0.0011625216542593445 0.0011416656086942103 0.0013802381978700363
leaf_count=930 70 307 84 291 104 435 92 209 88 276 397 86 113 428
internal_value=0 2.18842e-05 5.95274e-05 1.19807e-05 5.22511e-05 9.71778e-05 0.000156143 0.000224263 0.000463413 2.88795e-05 -0.000145757 0.000213985 0.000472823 7.83777e-05
internal_weight=0 0.0176434 0.0165773 0.0155241 0.0144761 0.0134367 0.0123301 0.0111352 0.0050068 0.00612835 0.00446776 0.00371943 0.00230419 0.00329535
internal_count=3910 2980 2673 2589 2298 2194 1759 1689 379 1310 1034 291 199 825
is_linear=0
shrinkage=0.00196078


Tree=3290
num_leaves=14
num_cat=0
split_feature=403 453 4 16 52 133 52 49 43 15 0 2 42
split_gain=0.000151908 0.00011604 0.000131771 0.000103249 0.00012136 0.000189469 0.000132394 0.000172586 0.00018936 0.000122685 0.000117303 8.67252e-05 0.000148112
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 -0.19424999999999998 1.0000000180025095e-35 0.090085000000000012 -0.068164999999999989 -0.047309999999999998 -0.074254999999999988 -0.0058549999999999991 -0.083284999999999984 0.11085000000000002 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 10 7 -5 -9 -8 -6 12 -4
right_child=1 -3 11 4 5 -7 9 8 -10 -11 -12 -13 -14
leaf_value=-0.00072148825578196934 -0.00060989109375142545 -0.00059877149692516974 0.001107753067109948 0.00049309081298968952 0.00094544700844113297 -0.00041927490998737909 -0.0008685476128993991 0.00024885368767756745 -0.00077029567789197633 -2.9338281428486671e-05 0.00020577812850490181 5.1626480079989316e-05 0.00011943697849389564
leaf_weight=0.0010603463378096928 0.0010409044418716604 0.0010296010080227949 0.0011377435103123177 0.0019832298046873311 0.0013307903432370552 0.0010913856055791414 0.0013874224337091482 0.0013653124370334941 0.0013299846542016826 0.0012009659665492361 0.0019580865483458947 0.0017683262681287338 0.0011041456020454486
leaf_count=930 79 96 138 210 290 144 326 388 299 273 345 263 129
internal_value=0 2.75624e-05 6.61815e-05 -2.98224e-05 2.20182e-05 0.000274763 -0.000130328 6.2668e-05 -0.000254042 -0.000479169 0.000505073 0.000369932 0.000621001
internal_weight=0 0.0177279 0.0166983 0.0126881 0.0116472 0.00438026 0.00726692 0.00467853 0.0026953 0.00258839 0.00328888 0.00401022 0.00224189
internal_count=3910 2980 2884 2354 2275 779 1496 897 687 599 635 530 267
is_linear=0
shrinkage=0.00192234


Tree=3291
num_leaves=11
num_cat=0
split_feature=49 15 42 2 133 157 47 151 0 16
split_gain=3.44394e-05 8.50944e-05 4.53012e-05 0.000121604 8.10961e-05 6.56561e-05 7.02902e-05 0.000116135 0.000110881 6.4305e-05
threshold=-0.14750499999999997 0.088615000000000013 0.084100000000000022 0.086650000000000019 0.083815000000000014 -0.072409999999999988 0.09550500000000002 -0.024429999999999997 -0.21145499999999998 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 -9 -10
right_child=1 -3 3 -5 -6 6 -8 8 9 -11
leaf_value=0.016115991275635684 0.022322369638690269 -0.02433286427152349 -0.031422143459435566 0.0057045566990030763 0.024221932903710882 0.017507781654131475 0.014673614605584357 0.0092036119040022728 -0.006630977114343072 -0.034729785478085994
leaf_weight=0.0010350631232581052 0.0010231733092264479 0.0012510105296784447 0.0012246225818408345 0.001955004913768731 0.001453901510818493 0.0012046317947377377 0.0015350147006606835 0.0011583030385422573 0.0010959197880888527 0.0019007828201619134
leaf_count=143 186 800 528 654 372 177 152 68 295 535
internal_value=0 -0.00135615 0.000933967 -0.00859466 0.00416683 0.000484233 -0.00275657 -0.00774862 -0.015071 -0.0244538
internal_weight=0 0.0138024 0.0125514 0.00317963 0.00937173 0.00791783 0.00689465 0.00535964 0.00415501 0.0029967
internal_count=3910 3767 2967 1182 1785 1413 1227 1075 898 830
is_linear=0
shrinkage=0.0923845


Tree=3292
num_leaves=14
num_cat=0
split_feature=403 403 403 52 123 475 43 12 4 2 0 16 16
split_gain=0.000116813 8.79648e-05 0.000125336 0.000115965 0.000107467 0.000102341 8.53274e-05 7.63749e-05 0.000125775 0.000118302 0.000100593 0.00015693 0.000102932
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 0.16064500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15109999999999998 0.085775000000000004 0.08734500000000002 0.098195000000000018 -0.16443499999999997 -0.094359999999999986 -0.063614999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 10 9 -9 11 -8 -12
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 12 -13 -14
leaf_value=-0.00063289632445256516 -0.00052624289760075762 -0.00050991218313675007 0.00070791589829573038 -0.00048305721304605026 0.00064764064591062132 0.00045017197057916898 -0.00047296430265033283 -0.00090160964337736532 0.00024582081761382224 -1.4435894135654756e-05 0.00081552526796138496 0.00042893267168967646 8.9127303278956272e-05
leaf_weight=0.0010469688561118148 0.0011345944916069097 0.0010537611644755229 0.0010428659593789682 0.0015291168466261837 0.0011130485204976217 0.0019076891086222672 0.0017802593940556832 0.0012156663754687652 0.0013548998775440024 0.0010227052693736402 0.0012257223700690156 0.0011891552137794914 0.0017502355571594368
leaf_count=930 473 307 84 413 291 151 104 410 109 169 190 58 221
internal_value=0 2.83358e-05 6.32052e-05 1.9039e-05 7.51048e-05 2.44519e-05 7.90384e-05 4.81328e-06 -0.000216448 -0.000496263 0.00013854 -0.000111784 0.000388312
internal_weight=0 0.0173197 0.016266 0.0152231 0.013694 0.0125809 0.0114463 0.00953864 0.00359327 0.00223837 0.00594537 0.00296941 0.00297596
internal_count=3910 2980 2673 2589 2176 1885 1412 1261 688 579 573 162 411
is_linear=0
shrinkage=0.00192234


Tree=3293
num_leaves=13
num_cat=0
split_feature=133 484 0 42 47 0 15 12 16 1 15 2
split_gain=3.99271e-05 5.74077e-05 6.76477e-05 8.26936e-05 6.76674e-05 6.71472e-05 7.59848e-05 0.000102572 5.90128e-05 6.9755e-05 4.97121e-05 1.90692e-05
threshold=0.10681500000000001 0.08764000000000001 -0.017269999999999997 -1.0000000180025095e-35 0.087850000000000025 -0.13506999999999997 -0.064869999999999983 0.089855000000000004 -0.071799999999999989 0.090905000000000014 -0.10469999999999999 0.098535000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 9 -5 -6 -4
right_child=-2 -3 11 4 10 6 7 -9 -10 -11 -12 -13
leaf_value=-0.020034560731540644 -0.018233249000197706 -0.020005128268815696 0.027881695449257091 0.0071772095221791553 -0.024901172997117194 0.038998668724497872 -0.0072603091925936463 0.031705776071735761 0.015905925504264899 -0.02672006366762722 0.0024394211889025913 0.0095631124289673134
leaf_weight=0.0015693486162408109 0.0010087969519898361 0.0010489444433383387 0.0010129457296760222 0.0010256655929607175 0.0011080959496793949 0.0010124221842449481 0.0014933599564837877 0.0010026019299653952 0.0011336815467295905 0.0011362723424435167 0.0012643289786962719 0.0010054869331005299
leaf_count=802 545 331 164 86 152 411 560 235 121 143 171 189
internal_value=0 0.00118623 0.00292771 -4.54441e-05 0.00337309 0.00815131 0.0172242 0.00839196 -0.00150733 -0.0106385 -0.0103306 0.0187563
internal_weight=0 0.0138132 0.0127642 0.0107458 0.00917643 0.006804 0.00350838 0.00249596 0.00329562 0.00216194 0.00237242 0.00201843
internal_count=3910 3365 3034 2681 1879 1556 1206 795 350 229 323 353
is_linear=0
shrinkage=0.0942322


Tree=3294
num_leaves=12
num_cat=0
split_feature=1 4 150 4 151 16 51 4 12 151 12
split_gain=3.99897e-05 8.67501e-05 5.44824e-05 5.40344e-05 4.89772e-05 8.81422e-05 0.000118612 7.96152e-05 4.78532e-05 4.29302e-05 2.50091e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.49269499999999994 -0.030624999999999996 -0.055679999999999993 -0.12313999999999999 0.24280000000000004 0.085185000000000025 -0.0095999999999999992 0.090965000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 7 -7 -6 -3 -4 -10
right_child=2 8 9 -5 5 6 -8 -9 10 -11 -12
leaf_value=-0.01183696568690488 -0.018525378959934065 -0.032227465303951146 0.0306941486922356 0.014618367277455207 0.0013037165982665163 0.013809436280172853 -0.028004310753526818 0.030968331281608603 0.0020012455490540661 0.0041614309326098798 -0.01857788273211896
leaf_weight=0.0010039718297212147 0.0010492794862199534 0.0010916079230566026 0.0010017032385149776 0.0019173327403549877 0.0019265544210141301 0.0010048356357880636 0.0013663448720829625 0.0012886980737164824 0.0010155169246376446 0.0010833891020087872 0.0010006485505274019
leaf_count=76 135 450 233 554 392 156 428 242 512 115 617
internal_value=0 -0.00590357 0.00388149 0.0055264 -0.000211752 0.00322803 -0.0102849 0.0131935 -0.0166477 0.0169081 -0.00821244
internal_weight=0 0.00602908 0.0087208 0.0029213 0.00663571 0.00558643 0.00237118 0.00321525 0.00310777 0.00208509 0.00201617
internal_count=3910 2209 1701 630 1353 1218 584 634 1579 348 1129
is_linear=0
shrinkage=0.0923845


Tree=3295
num_leaves=13
num_cat=0
split_feature=41 2 403 16 15 13 0 52 4 48 13 13
split_gain=3.37348e-05 5.13514e-05 4.05722e-05 8.07114e-05 5.47629e-05 6.04608e-05 0.000104158 0.000173569 8.64865e-05 0.000112578 7.41123e-05 1.29931e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.087440000000000004 -0.41862999999999995 -0.13578499999999996 0.11596500000000001 -0.083424999999999985 1.0000000180025095e-35 -0.0021099999999999995 0.086935000000000012 -0.085879999999999984 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 -10 -8 -12
right_child=-2 2 -4 4 5 -7 10 -9 9 -11 11 -13
leaf_value=0.021812398166066751 -0.017066871927900289 -0.018596468219065364 -0.017498185880113155 -0.016679619467098287 -0.020524800024313148 0.024196178220330808 0.010926371146467093 0.046826021285048675 0.03550097393811448 -0.0085154750945315993 -0.013307548829231844 -0.028762193326247132
leaf_weight=0.0010267996402749851 0.0010095417016725431 0.001630548386820369 0.0011813403463697284 0.001012465430870412 0.0010675873393218905 0.0015442665129552884 0.0010021440849547741 0.0010510882903115278 0.0010475997755085612 0.0011009796443817443 0.0010005109833522454 0.0010097978635376667
leaf_count=240 224 282 326 263 456 149 108 402 128 84 752 496
internal_value=0 0.00114033 -0.00053784 0.00120943 0.00449258 0.00692188 0.00325743 0.0129174 0.00183555 0.012946 -0.0104262 -0.0210706
internal_weight=0 0.0136751 0.0126483 0.011467 0.00983644 0.00882397 0.00727971 0.00426726 0.00321617 0.00214858 0.00301245 0.00201031
internal_count=3910 3686 3446 3120 2838 2575 2426 1070 668 212 1356 1248
is_linear=0
shrinkage=0.0961169


Tree=3296
num_leaves=11
num_cat=0
split_feature=1 0 2 457 12 3 0 43 43 2
split_gain=3.58268e-05 7.06279e-05 5.31155e-05 7.69964e-05 9.09912e-05 0.000143765 6.22582e-05 4.26221e-05 8.6831e-05 1.74926e-05
threshold=0.085990000000000011 -0.087614999999999985 0.11542500000000001 0.041935000000000007 -1.0000000180025095e-35 0.090325000000000003 -0.084154999999999994 -0.083899999999999988 0.013605000000000001 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 6 -6 -3 -9 -1
right_child=2 7 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.01185030267614051 0.02024981873330628 0.014527352494111303 0.01864293266690023 0.019927494134051635 0.010827027512337314 -0.040212496008167307 -0.017858989757947568 -0.025156395256371557 0.012468096990573611 -0.029889540015692245
leaf_weight=0.0010674833753458485 0.001054889516444087 0.0015382992165828254 0.0018541168671158603 0.0014524361545043968 0.0018448020826133625 0.0012284620332145835 0.001200382711645274 0.0011857693462607624 0.0011725717531850983 0.0010013290654197597
leaf_count=472 217 435 398 163 215 120 588 780 247 275
internal_value=0 -0.00594117 0.00393829 -8.23908e-05 -0.00553662 -0.0119016 -0.000480726 0.0018317 -0.00644942 -0.0205815
internal_weight=0 0.00596545 0.00863509 0.00678097 0.00532854 0.00427365 0.00304518 0.00389664 0.00235834 0.00206881
internal_count=3910 2209 1701 1303 1140 923 803 1462 1027 747
is_linear=0
shrinkage=0.0980392


Tree=3297
num_leaves=14
num_cat=0
split_feature=403 158 48 157 130 48 51 49 133 3 0 2 4
split_gain=0.000139153 9.76039e-05 0.000110699 0.000122072 0.000142461 0.000117221 0.000123988 0.000128985 0.000150905 0.000178326 0.000225261 0.000170749 7.67811e-05
threshold=-1.0000000180025095e-35 0.085745000000000002 0.12738500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097140000000000018 0.08955500000000001 -0.085974999999999982 -1.0000000180025095e-35 -0.084014999999999992 -0.10071499999999999 0.086545000000000025 -0.030814999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 -10 11 -11 -12
right_child=1 -3 -4 4 5 -7 -8 8 9 10 12 -13 -14
leaf_value=-0.00069957598024746319 -0.00040161868009396613 -0.00051854228524764818 -0.00054922945073245259 -0.00049022456715982154 -0.00036663760057595584 0.00077010584656967806 -0.00038414378503333395 -0.00034164597606584117 0.0009566828557390233 0.00010543729408507125 0.00023904473211242361 0.0010917285646321864 -0.00040018517945180433
leaf_weight=0.0010693562281462654 0.0016055938227387831 0.0011686585448197956 0.0010460652249186372 0.0011521964951556789 0.0011804674629505565 0.0013765367497738249 0.0013907362257908661 0.0011363579915388096 0.0018336346710902656 0.0012044375266428999 0.0012745166157689201 0.0015348136660082406 0.0016677975843539961
leaf_count=930 616 323 110 148 120 176 227 342 272 36 205 129 276
internal_value=0 2.89463e-05 6.79526e-05 0.000109993 0.000169727 0.000230079 0.000163842 0.000241354 0.000324312 0.00042501 0.000253422 0.00065806 -0.000123291
internal_weight=0 0.0175718 0.0164032 0.0153571 0.0137515 0.0125993 0.0112228 0.00983203 0.00865156 0.0075152 0.00568157 0.00273925 0.00294231
internal_count=3910 2980 2657 2547 1931 1783 1607 1380 1260 918 646 165 481
is_linear=0
shrinkage=0.00196078


Tree=3298
num_leaves=11
num_cat=0
split_feature=11 48 0 42 133 49 4 15 3 4
split_gain=3.19038e-05 3.9242e-05 0.000140713 7.43592e-05 8.1936e-05 7.62604e-05 0.00011403 0.000151933 0.000126649 7.38603e-05
threshold=0.080455000000000013 0.091555000000000011 -0.19631499999999999 0.086325000000000013 0.065880000000000008 -0.065249999999999989 -0.083534999999999984 -0.017214999999999998 0.10666500000000002 0.08734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 -8 -5
right_child=-2 2 -4 9 -6 6 7 -9 -10 -11
leaf_value=-0.022894944737635533 -0.016181290395436445 -0.014823215746991419 0.030323886375119676 -0.027026348292473787 0.021014281228453249 -0.022572891727802042 0.014284102301696534 0.032133042959269179 -0.029241280888770708 0.0048229595683917529
leaf_weight=0.0012314388208915401 0.001018627252352613 0.0010435547000728906 0.0014858659083409652 0.001683932924199509 0.0017842544282284786 0.0011888343582910563 0.001365975494510382 0.0017008956257825269 0.0010499037300937489 0.001049543472256768
leaf_count=130 241 62 380 1046 607 386 321 398 123 216
internal_value=0 0.00110949 0.0116977 -0.00131317 0.00311632 -0.00176884 0.00313456 0.0105583 -0.00463136 -0.0147975
internal_weight=0 0.0135842 0.00252942 0.0110548 0.0083213 0.00653705 0.00530561 0.00411677 0.00241588 0.00273348
internal_count=3910 3669 442 3227 1965 1358 1228 842 444 1262
is_linear=0
shrinkage=0.0942322


Tree=3299
num_leaves=14
num_cat=0
split_feature=158 48 48 51 4 49 42 13 151 13 403 3 16
split_gain=7.98867e-05 0.000130055 0.00012019 0.000125502 0.000120072 0.000107198 0.000137135 0.000176941 0.000137774 7.26161e-05 0.000117363 0.000126157 7.56193e-05
threshold=0.085745000000000002 0.12738500000000003 0.097140000000000018 0.08955500000000001 0.27020000000000005 -0.085974999999999982 0.086325000000000013 -0.071149999999999977 -0.016164999999999995 0.0024700000000000004 0.03138500000000001 0.094625000000000015 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 10 11 12 -10
right_child=-2 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00053297675942803489 -0.00052443100130852014 -0.0006454686538224111 0.00061617368903222941 -0.00052343546960439524 0.00068294158283345669 0.00082932349628344823 -0.00089333895252329497 0.00014957907109900673 -0.00057099132027213007 -0.00028190906388472591 0.00080542521630658074 0.00055959768023418257 9.843623097240535e-05
leaf_weight=0.0012021965859243438 0.0010693065115419424 0.0010315706780971981 0.0014249882161333121 0.0014707016916296048 0.0011600785631284026 0.0011927247824283184 0.0011159775613066203 0.0014228929427947492 0.0011169122841119309 0.0014530287160262447 0.0010313033131261751 0.0013174091922165676 0.0015478138128050679
leaf_count=150 410 117 237 347 296 264 570 273 419 371 129 78 249
internal_value=0 2.86149e-05 7.36048e-05 1.85017e-05 8.19576e-05 2.08021e-05 8.60842e-05 -0.000308843 0.000216995 0.000104052 0.000215914 6.32407e-05 -0.000182152
internal_weight=0 0.0164876 0.015456 0.014031 0.0125603 0.0114003 0.0101981 0.00253887 0.00765919 0.00646647 0.00501344 0.00398214 0.00266473
internal_count=3910 3500 3383 3146 2799 2503 2353 843 1510 1246 875 746 668
is_linear=0
shrinkage=0.00196078


Tree=3300
num_leaves=15
num_cat=0
split_feature=403 453 4 1 403 403 160 12 43 4 160 13 3 15
split_gain=0.000138544 0.00011735 0.000143499 0.000132986 0.000109471 0.000118715 9.94266e-05 0.000107349 0.000194824 0.000120776 0.000119252 0.000126412 8.17489e-05 4.99473e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 0.09389500000000002 0.07955000000000001 -1.0000000180025095e-35 -0.023959999999999995 -0.17307499999999998 -0.34687499999999999 0.10070500000000002 -0.083514999999999992 0.082730000000000012 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 12 -8 -9 -10 11 -11 -2 -13
right_child=1 -3 3 -5 -6 -7 7 8 9 10 -12 13 -14 -15
leaf_value=-0.00070461759143520359 -0.00081787317833806729 -0.00062190405628233833 1.0858372699640073e-05 0.00086395361758788512 -0.00062177066339469031 0.00067330317996978375 -0.00052197142140015791 0.00086322299764360604 -0.00055223972245540588 0.00074816726251883674 -0.00043068464339848632 0.00026017129784155384 -2.6386551474157516e-05 -0.00022254533540799423
leaf_weight=0.0010705821424684533 0.0010055727278422766 0.0010241431092790623 0.0013207948982262361 0.0015008524562098286 0.0010748780629545171 0.0010144418274127829 0.0010891368188008675 0.0012016942952283449 0.0012186277784378419 0.0014418967375166552 0.0011910130577144819 0.0019334218518174866 0.0010012848888252268 0.0014363534095769579
leaf_count=930 678 96 144 317 280 84 184 66 152 185 203 165 130 296
internal_value=0 2.20573e-05 6.21979e-05 0.000464625 -2.12443e-05 3.02573e-05 -2.63737e-05 5.73008e-05 0.000132204 1.05551e-05 0.00012481 0.000262309 -0.000422975 5.44152e-05
internal_weight=0 0.0174541 0.01643 0.00282165 0.0136083 0.0125334 0.011519 0.00951214 0.00842301 0.00722131 0.00600269 0.00481167 0.00200686 0.00336978
internal_count=3910 2980 2884 461 2423 2143 2059 1251 1067 1001 849 646 808 461
is_linear=0
shrinkage=0.00196078


Tree=3301
num_leaves=11
num_cat=0
split_feature=15 15 16 0 4 48 133 0 2 15
split_gain=3.73223e-05 5.60426e-05 5.25692e-05 9.01078e-05 0.000131252 7.49132e-05 5.67738e-05 6.82432e-05 0.000111793 5.56048e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 0.088875000000000023 -0.086869999999999989 0.15480500000000005 0.088895000000000016 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 8 9 -8
right_child=1 2 3 5 -6 -7 7 -9 -10 -11
leaf_value=0.016558280568561037 -0.022127754895708653 -0.01644155603858144 -0.00023155773969138303 0.013475834437039265 0.03930170021169032 0.021183285806370262 0.0097336465406385776 0.011511207584147079 -0.04121677772393724 -0.017422710764418259
leaf_weight=0.001186648862991471 0.0011652179983912816 0.0015605929402954686 0.0019382647857634798 0.0010634319951675379 0.0013832649850491485 0.0010403390128587023 0.0012124350649953789 0.0010147218741177987 0.001265871587873463 0.0018015997811377674
leaf_count=317 297 249 231 396 71 254 265 42 767 1021
internal_value=0 -0.00157967 0.000370008 0.00281741 0.0162322 -0.0032052 -0.00719578 -0.0113477 -0.0167673 -0.00649871
internal_weight=0 0.0134457 0.0122805 0.0107199 0.00332153 0.0073984 0.00635806 0.00529463 0.00427991 0.00301403
internal_count=3910 3593 3296 3047 302 2745 2491 2095 2053 1286
is_linear=0
shrinkage=0.0980392


Tree=3302
num_leaves=16
num_cat=0
split_feature=453 4 403 15 42 131 15 1 15 1 2 52 16 2 2
split_gain=0.000122679 0.000210897 0.000115963 0.00010065 0.000151252 0.000121687 0.000136034 0.000109681 0.000239106 0.000165334 0.00011494 0.000111828 0.000100627 9.64676e-05 1.91559e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.09389500000000002 -0.10981499999999998 0.098285000000000011 0.08844500000000001 0.085285000000000014 0.094485000000000013 -0.074174999999999977 0.089175000000000018 0.10113500000000002 -0.088354999999999989 -0.089864999999999987 0.11005500000000001 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -9 10 11 -5 -13 -10 -3
right_child=-2 14 -4 4 -6 -7 -8 8 13 -11 -12 12 -14 -15 -16
leaf_value=-0.00051814784552140088 -0.00067242579052071967 0.00042851576669268539 -0.00068278961821529194 -0.00023864073048251254 0.00071613826015640202 -0.00064462227340093283 -0.000473398648914201 0.0011845556903108542 0.0004665343071922617 -0.00069500103599186324 -0.00042842387731174396 2.6950453677037653e-05 0.00076337043709201328 -0.00039361750035566822 0.00081202088204074317
leaf_weight=0.0013627682127374556 0.001039339184908227 0.0010025052109303137 0.0010563572013487848 0.0011564498972756764 0.0011654774569348275 0.0011020335988883448 0.0016949013635925341 0.0010664026856429718 0.0010001829916841324 0.0011353684159729482 0.0011182539496698927 0.0011627361234758005 0.0018459290832436911 0.0010049972497144233 0.0010004904625543428
leaf_count=280 99 181 287 237 350 401 649 134 127 87 180 189 399 87 223
internal_value=0 2.05358e-05 -5.51249e-05 -1.03719e-05 4.10661e-05 -2.29662e-05 3.8283e-05 0.000129666 0.000434385 -1.61529e-05 0.000129728 0.000279581 0.000478772 3.54258e-05 0.000620075
internal_weight=0 0.0178749 0.0158719 0.0148155 0.0134527 0.0122873 0.0111852 0.00949032 0.00307158 0.00641874 0.00528337 0.00416512 0.00300867 0.00200518 0.002003
internal_count=3910 3811 3407 3120 2840 2490 2089 1440 348 1092 1005 825 588 214 404
is_linear=0
shrinkage=0.00196078


Tree=3303
num_leaves=16
num_cat=0
split_feature=1213 453 403 160 1 42 4 43 3 12 16 1 4 2 15
split_gain=0.000509098 0.000199405 0.000152429 0.000160634 0.000276362 0.00016888 0.000126285 0.000108103 0.00015703 0.00010572 9.45795e-05 7.84489e-05 0.000154629 0.000139994 1.3855e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.090540000000000023 -1.0000000180025095e-35 0.26450500000000005 -0.074254999999999988 -0.078669999999999976 0.088885000000000006 0.24895000000000003 0.089680000000000024 0.0051950000000000008 0.091525000000000009 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 -7 -4 11 13 -13 -9 -14
right_child=1 -3 9 5 -6 6 -8 10 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0013570113062055826 -0.0011133601470511892 -0.000737285172911315 0.00016899839999832505 -0.00044111554194281241 9.9043711928090001e-05 0.00010580433565327248 0.00078725594429965154 -3.9838110208016873e-05 0.0010155820371051767 0.0010590902051691867 -0.00048717518063264758 -0.00068768743063091816 7.4860347565270467e-05 0.0009096404943492657 0.00039462767255144383
leaf_weight=0.0010195028474889135 0.0011486647478944822 0.0011210217216824072 0.0010169554896651686 0.0016376863631494499 0.0019498700405456044 0.0018738667099848297 0.0013850626245993638 0.0013205594294342874 0.0011942957155830856 0.0010353447828490708 0.0011840670239458007 0.0010667676842651685 0.0010730501927866953 0.0010896911603963319 0.0010125197470780556
leaf_count=592 689 99 134 528 333 286 263 163 172 126 181 176 33 104 31
internal_value=0 6.50644e-05 0.000115066 5.02926e-05 -0.000350409 0.000147008 0.000233005 0.00015479 0.000459939 0.000618032 1.60176e-05 0.000123128 -8.04817e-05 0.000389428 0.000230104
internal_weight=0 0.0191094 0.0179884 0.0159361 0.00309853 0.0128376 0.0111999 0.00981482 0.00306816 0.0020523 0.00674666 0.00556259 0.00315234 0.00241025 0.00208557
internal_count=3910 3318 3219 2959 1022 1937 1409 1146 458 260 688 507 240 267 64
is_linear=0
shrinkage=0.00196078


Tree=3304
num_leaves=12
num_cat=0
split_feature=484 474 52 2 160 151 133 47 3 2 12
split_gain=3.50497e-05 4.80949e-05 5.15871e-05 8.55124e-05 7.88982e-05 6.65806e-05 0.00010735 0.00010958 0.000100249 0.000125041 8.25406e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.092175000000000021 -1.0000000180025095e-35 -0.0088999999999999982 -1.0000000180025095e-35 0.09550500000000002 0.12046500000000002 0.086650000000000019 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 9 -8 -11
right_child=1 -3 4 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.017737871976010362 -0.0033461355987734528 0.021193229887837003 -0.026913434660408256 0.031236533004374324 -0.021387975900943386 -0.020892147155337396 -0.011894730272432966 0.038024752454034944 -0.024506843223396149 0.041222852872833816 0.0040929743440496049
leaf_weight=0.0010103795257787864 0.0016357288546568882 0.0010648303130128415 0.0012457253550064674 0.0011852051582990344 0.0012535393968573973 0.0014435691607878054 0.0015104010871142032 0.0010277931278056575 0.00102134217975881 0.001266183787207414 0.0010549138825010421
leaf_count=612 305 318 547 355 183 714 353 86 73 109 255
internal_value=0 0.00118301 -0.00050212 0.0111836 -0.00385784 -0.000509527 0.00306383 0.0089445 0.00278553 0.0100607 0.0243477
internal_weight=0 0.0137092 0.0126444 0.00282093 0.00982347 0.00857774 0.0073242 0.00588063 0.00485284 0.0038315 0.0023211
internal_count=3910 3298 2980 660 2320 1773 1590 876 790 717 364
is_linear=0
shrinkage=0.0980392


Tree=3305
num_leaves=11
num_cat=0
split_feature=1 0 15 16 15 15 16 0 2 1
split_gain=3.42639e-05 0.00010568 6.07938e-05 9.95757e-05 5.72644e-05 8.66782e-05 8.52236e-05 0.000107043 0.000131403 5.02536e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.18936500000000003 0.079360000000000014 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999 1.0000000180025095e-35 0.11327500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -2 -9 -8
right_child=4 2 -4 -5 -6 -7 9 8 -10 -11
leaf_value=-0.028226350556733171 -0.0084140309427095435 -0.029900946489399113 0.018480672596302556 0.010766385985488149 -0.016078067662436406 0.02428743044129756 -0.00057766680873661447 0.0011542919220331152 0.045898132342020503 -0.030511260605869891
leaf_weight=0.0014677246450593398 0.0019371814215337632 0.001000929064729992 0.0013520079389765698 0.001252007655790823 0.0012291913844493579 0.0018831440364600743 0.0010605573852248296 0.0013109540763761875 0.0011282123914048646 0.0010130987114847275
leaf_count=630 131 355 799 224 496 373 234 226 267 175
internal_value=0 -0.00648409 0.0023681 -0.00730119 0.0032886 0.0061453 0.000848526 0.00845375 0.0218501 -0.0152019
internal_weight=0 0.00507267 0.00360494 0.00225294 0.00956234 0.00833315 0.00645 0.00437635 0.00243917 0.00207366
internal_count=3910 2008 1378 579 1902 1406 1033 624 493 409
is_linear=0
shrinkage=0.0961169


Tree=3306
num_leaves=11
num_cat=0
split_feature=48 4 42 12 2 150 52 3 15 16
split_gain=3.69092e-05 8.4073e-05 5.85018e-05 5.7846e-05 9.7158e-05 6.64056e-05 0.000137748 0.000120464 0.00012701 1.25931e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 -0.051479999999999991 0.11125500000000001 0.086420000000000011 0.086950000000000013 -0.089974999999999986 -0.017214999999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -10
right_child=-2 -3 -4 4 -6 -7 -8 8 9 -11
leaf_value=-0.020651859504222353 -0.017263242801760774 0.023720992986550535 -0.017281859915173347 -0.015667503360238574 0.032354565559822322 -0.019969371102927482 -0.019531318956595996 0.0019728019204064027 0.044923899945960966 0.029643109459406614
leaf_weight=0.0010120501266005387 0.0011109962632283596 0.0014392432564562302 0.0018710859303673914 0.0011348219442576732 0.0010337700977382539 0.001288692641568126 0.0017358856403776983 0.0018572409903794902 0.0010352460877247932 0.0010382361896475447
leaf_count=224 161 388 655 417 209 188 640 428 244 356
internal_value=0 0.00132976 -0.0013542 0.00158603 0.00405273 0.000436268 0.0043026 0.0124701 0.0205936 0.0372725
internal_weight=0 0.0134463 0.012007 0.0101359 0.00912389 0.00809012 0.00680143 0.00506555 0.00393072 0.00207348
internal_count=3910 3749 3361 2706 2482 2273 2085 1445 1028 600
is_linear=0
shrinkage=0.0980392


Tree=3307
num_leaves=11
num_cat=0
split_feature=11 124 3 0 47 1 13 15 151 4
split_gain=3.32997e-05 4.07503e-05 3.97367e-05 6.88771e-05 7.10949e-05 7.05444e-05 9.3414e-05 8.21583e-05 6.69731e-05 4.72246e-05
threshold=0.080455000000000013 -0.048219999999999992 -0.10628499999999998 -0.053834999999999994 0.09252500000000001 0.094695000000000015 -0.084084999999999979 0.083935000000000023 -0.0074049999999999993 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 -7
right_child=-2 2 3 -5 -6 9 7 -9 -10 -11
leaf_value=0.019304175976317624 -0.016774851460093932 0.012308292749549086 -0.025144285360993012 -0.018978112183532396 -0.016983282135366977 0.032794030306426109 0.011685583014599188 0.025996826739932644 -0.021174150360488406 0.0043509687405936873
leaf_weight=0.0010579673491277241 0.001025013152177256 0.0019342743863435515 0.00114659432444633 0.0019507285014339079 0.0016331141073146335 0.0011682365960499902 0.0011655276456151997 0.0012710590804153564 0.0011272013499550098 0.0010016733657084165
leaf_count=313 241 279 648 336 292 214 124 761 534 168
internal_value=0 0.00119713 -0.000347963 -0.00268745 0.00104533 0.00532463 -0.0012811 0.00639652 -0.00446963 0.0196642
internal_weight=0 0.0134564 0.0123984 0.0104641 0.00851341 0.00688029 0.00471038 0.00356379 0.00229273 0.00216991
internal_count=3910 3669 3356 3077 2741 2449 2067 1419 658 382
is_linear=0
shrinkage=0.0961169


Tree=3308
num_leaves=15
num_cat=0
split_feature=403 403 403 160 474 483 3 160 52 43 13 151 3 1
split_gain=0.000167924 9.84138e-05 0.000138227 0.000114505 0.000200266 0.000353448 8.38765e-05 7.39169e-05 0.000109411 0.000113828 0.000162069 0.0001323 0.000124968 5.83563e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.075345000000000009 -0.15464999999999998 0.11161500000000001 0.10433000000000002 0.093240000000000017 -0.083514999999999992 -0.0088999999999999982 -0.075679999999999983 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 9 10 -8 -12 -13 -14
right_child=1 -3 -4 6 -6 -7 7 -9 -10 -11 11 12 13 -15
leaf_value=-0.00076442147325101871 -0.0013461770869825848 -0.00053870131624484004 0.00069323417690628924 0.00064247017731442369 0.00040757639275942697 0.00022533271282983841 0.00058950134532096527 -0.00041757694667253026 0.00062046461002825083 -0.00057742666238228533 -0.00061257777855213693 -0.00044774868403317644 -5.6903386975836248e-06 0.00057000637943390234
leaf_weight=0.0010790247628505714 0.0012217060524251535 0.0010862951628129855 0.001265338843149443 0.0010314440766921182 0.0010298171548822777 0.0010011361921722114 0.0019959016884777631 0.001128776262176741 0.0013954471581638381 0.0010466011080148552 0.0012889705935223315 0.0010996367908637471 0.0011520916594261773 0.0016414521761683458
leaf_count=930 429 307 163 164 247 271 308 182 111 146 181 198 113 160
internal_value=0 3.27414e-05 7.08285e-05 1.84401e-05 -0.00030723 -0.000638392 0.000108361 5.71085e-05 0.000112806 2.66732e-05 0.000114754 -6.8094e-05 0.000112176 0.000332582
internal_weight=0 0.0173846 0.0162983 0.015033 0.00325266 0.00222284 0.0117803 0.0107489 0.0096201 0.00822465 0.00717805 0.00518215 0.00389318 0.00279354
internal_count=3910 2980 2673 2510 947 700 1563 1399 1217 1106 960 652 471 273
is_linear=0
shrinkage=0.00196078


Tree=3309
num_leaves=16
num_cat=0
split_feature=403 403 42 48 52 1 49 49 52 4 4 4 0 3 15
split_gain=0.000114814 0.000128228 0.000145462 0.000142976 0.000130228 0.000112806 0.000116227 0.000148216 0.000101131 0.000261977 9.25482e-05 9.91311e-05 0.000102729 8.41839e-05 7.57812e-05
threshold=0.09389500000000002 -1.0000000180025095e-35 0.098285000000000011 0.12862000000000004 -0.37613999999999997 0.10752500000000002 -0.084114999999999981 -0.047309999999999998 -0.012244999999999997 0.25367000000000006 -1.0000000180025095e-35 -0.34687499999999999 -0.077944999999999987 -0.075404999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -7 -10 11 -9 13 -13 -12
right_child=-2 2 -4 -5 5 8 7 10 9 -11 14 12 -14 -15 -16
leaf_value=-0.0006309241491507737 -0.00062961181217241848 -0.00061421681091936291 0.00063876333061788678 -0.00070099000174540197 -0.00054584016159440942 0.00094691781755865026 0.00068145617068221412 -0.00026467241905586859 -0.00053992367325165439 0.00081671787704870363 -2.4208135683928732e-05 -0.00030715967359162675 0.00084615646576855592 0.00049435585025954488 -0.00068999509945552183
leaf_weight=0.0010752373911624832 0.0010920957504187969 0.0010213494864460609 0.0015550037835619047 0.001017188147978452 0.0012656541772404451 0.0010067064833712827 0.0013719461291941499 0.0015007595133603282 0.0010076113065769911 0.0011978307582669882 0.0015284264443463924 0.001014723750793412 0.0010543490048771915 0.0010006066206509577 0.0011531973246432722
leaf_count=930 307 332 299 81 157 164 116 104 79 184 110 504 163 135 245
internal_value=0 2.53973e-05 6.76667e-05 9.01166e-06 6.01479e-05 0.000112718 9.02796e-06 9.04601e-05 0.000431962 0.000196902 -2.13447e-05 0.000148325 0.000350238 9.07908e-05 -0.000310521
internal_weight=0 0.0177706 0.0166954 0.0151403 0.0141232 0.0131018 0.00988966 0.00862401 0.00321215 0.00220544 0.00725206 0.00457044 0.00306968 0.00201533 0.00268162
internal_count=3910 3603 2673 2374 2293 1961 1534 1377 427 263 1261 906 802 639 355
is_linear=0
shrinkage=0.00196078


Tree=3310
num_leaves=10
num_cat=0
split_feature=1 13 52 0 16 0 1 2 48
split_gain=3.21068e-05 7.51064e-05 5.10222e-05 0.000116314 0.000121985 8.53105e-05 5.70552e-05 0.000162036 7.62974e-05
threshold=0.12730000000000002 0.17936000000000002 0.11401500000000002 -0.077944999999999987 0.23932500000000004 -0.10071499999999999 0.11097000000000001 0.099990000000000009 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0095441935347771924 0.012704089431292781 -0.027259553358924 -0.01595146718549657 0.033907493430397721 -0.0076115337959601652 -0.021276941866306985 -0.016533277945221407 0.041809401766155316 -0.021457810694056126
leaf_weight=0.0018915245217209532 0.0016693792088328186 0.0010211402012211103 0.0015804343443454301 0.0019316039109930844 0.0010498235978952733 0.0019452970292638252 0.0011622659605975139 0.0010292450001174319 0.0012788931013484606
leaf_count=199 345 178 550 528 355 1392 106 163 94
internal_value=0 -0.00174583 0.000449212 0.00296851 0.0192878 -0.00368992 0.00269061 0.00801087 -0.00296149
internal_weight=0 0.0128902 0.0118691 0.0102887 0.00298143 0.00730723 0.00536193 0.00419966 0.00317042
internal_count=3910 3565 3387 2837 883 1954 562 456 293
is_linear=0
shrinkage=0.0980392


Tree=3311
num_leaves=12
num_cat=0
split_feature=48 4 12 3 2 159 47 42 151 12 4
split_gain=3.32612e-05 6.95116e-05 5.45313e-05 0.000109327 8.57306e-05 7.4645e-05 7.09827e-05 9.24331e-05 0.000142391 7.20365e-05 5.41235e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.10393500000000001 1.0000000180025095e-35 0.095010000000000011 0.083815000000000014 -0.0074049999999999993 0.089855000000000004 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 -9 -10
right_child=-2 -3 3 -5 -6 -7 -8 9 10 -11 -12
leaf_value=-0.019844295063473096 -0.016437875862236363 0.021657446711218501 0.018961227271932515 0.023481277976425723 -0.030021610069697956 -0.024341867674693062 0.028031186306341382 -0.0026163183763110256 -0.0084366067951913721 0.032914724607794522 -0.037452434771967365
leaf_weight=0.0013359858488802565 0.0011034034628601324 0.0014352567126411963 0.0011287627206512385 0.001761054124857526 0.0010186180621908182 0.0010329344933495696 0.001002560363263974 0.001067794633195779 0.0012256260752470096 0.0011276341831205924 0.0012461297245794159
leaf_count=275 161 388 88 141 408 395 185 633 594 406 236
internal_value=0 0.0012716 -0.00117744 0.0011728 -0.00326631 0.000213688 0.00394455 -0.000221864 -0.00988968 0.0156334 -0.0230649
internal_weight=0 0.0133824 0.0119471 0.0106111 0.00885006 0.00783144 0.00679851 0.00579595 0.00360052 0.00219543 0.00247176
internal_count=3910 3749 3361 3086 2945 2537 2142 1957 918 1039 830
is_linear=0
shrinkage=0.0980392


Tree=3312
num_leaves=12
num_cat=0
split_feature=150 3 11 151 39 13 0 0 15 12 3
split_gain=3.02289e-05 8.05773e-05 5.96366e-05 6.4016e-05 3.68377e-05 9.22797e-05 0.000121207 7.21208e-05 6.0102e-05 8.08032e-05 8.08317e-05
threshold=0.084800000000000014 0.094625000000000015 0.077165000000000025 -0.03268999999999999 0.084535000000000013 -0.094679999999999986 -0.053834999999999994 -0.084304999999999977 0.088495000000000018 0.089855000000000004 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 8 -5 9 10 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.020611864473607831 -0.0049031577339069959 0.029996513086902214 -0.024458044609744586 -0.00024259085811632842 0.018720817745682756 -0.016043738188363091 -0.030142455192114073 0.035556495139729583 -0.01916634014430036 0.029442810637796066 0.016217703926011906
leaf_weight=0.0012366298464504865 0.0014821897622497417 0.00104004039564419 0.0010084293379071805 0.0010196278056017333 0.0011551036432407109 0.0015721688142996343 0.0014128892646689548 0.0010607668196908147 0.0010119052444839995 0.0010846064734538804 0.0013197984962609599
leaf_count=350 348 110 252 186 277 774 286 75 701 468 83
internal_value=0 0.0094877 -0.0020979 -2.41814e-05 0.00261769 0.000424655 -0.00529074 0.0180109 0.00174802 0.00707003 -0.00132068
internal_weight=0 0.00252223 0.0118819 0.0108735 0.00963687 0.00848176 0.00640137 0.00208039 0.00498848 0.00397657 0.00289197
internal_count=3910 458 3452 3200 2850 2573 2312 261 2026 1325 857
is_linear=0
shrinkage=0.0961169


Tree=3313
num_leaves=11
num_cat=0
split_feature=48 4 42 124 3 2 2 49 1 15
split_gain=3.0028e-05 5.72391e-05 4.83936e-05 5.24947e-05 9.8615e-05 6.46104e-05 9.80249e-05 0.000113 0.000100507 2.74223e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 -0.0076699999999999989 0.10420500000000001 0.093070000000000014 0.089710000000000012 -0.00064499999999999985 1.0000000180025095e-35 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -10
right_child=-2 -3 -4 4 -6 -7 -8 8 9 -11
leaf_value=-0.019122788720115576 -0.015671056941794628 0.019778428083158411 -0.0155622943553138 -0.028215179641886554 0.024910048300886754 -0.018498893134186005 0.031151641638033665 -0.018264189808912118 0.0068213596996198065 0.028278967574077087
leaf_weight=0.0010424240441949803 0.0010942100679910112 0.001426453020872606 0.0018526030998198212 0.0011887124129578465 0.0017611762436196277 0.0015783760331552254 0.0010378176001483016 0.0010440066124113891 0.0010605265853880774 0.0012438760900615707
leaf_count=187 161 388 655 294 155 565 242 754 157 352
internal_value=0 0.00122793 -0.00101276 0.00169435 0.00412863 -0.000987849 0.00396988 -0.00224766 0.00697102 0.0184038
internal_weight=0 0.013236 0.0118095 0.00995692 0.00891449 0.00715332 0.00557494 0.00453712 0.00334841 0.0023044
internal_count=3910 3749 3361 2706 2519 2364 1799 1557 1263 509
is_linear=0
shrinkage=0.0980392


Tree=3314
num_leaves=15
num_cat=0
split_feature=403 12 160 484 148 52 43 12 3 1 2 1 52 15
split_gain=0.000103938 8.563e-05 0.00011036 0.000117173 9.95343e-05 0.000116406 0.000104484 7.89746e-05 0.00010902 0.00023619 0.000190624 8.73377e-05 8.36874e-05 0.000150416
threshold=-1.0000000180025095e-35 0.11655500000000001 0.11161500000000001 -0.0043499999999999988 -1.0000000180025095e-35 -0.27466499999999994 -0.15109999999999998 0.092365000000000017 0.092005000000000017 0.095575000000000007 1.0000000180025095e-35 0.11198000000000001 0.084240000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 9 10 -8 -10 13 -12
right_child=1 -3 -4 4 5 6 7 -9 11 -11 12 -13 -14 -15
leaf_value=-0.00062214475136731823 -0.00053324701084290344 -0.00051777731298450363 -0.00051907747745624149 -0.00042886930796432588 -0.00038958594744290762 0.00072450425630694198 -0.00054038269323380538 -0.0002007732629110061 -0.00051442818857019455 0.0011757333165155171 0.00016966360028551286 0.00025313366728601784 4.853050469200793e-05 0.001152258565778307
leaf_weight=0.0010156850205090854 0.0010338111433772961 0.0010558885437828873 0.0011794293263670845 0.0010532358043426797 0.0011786103954515821 0.0015882439267410906 0.0010358823754228535 0.0017086322976841888 0.0010662224618100957 0.0012046199509234013 0.0012687783518322757 0.0012245025949051648 0.0015442778291332379 0.0011345921810983494
leaf_count=930 401 164 185 173 295 134 195 330 90 284 216 156 270 87
internal_value=0 2.32755e-05 5.84951e-05 0.000103784 0.000150799 0.000197928 0.000256731 0.000183805 0.000261304 0.000396579 0.000208242 -0.00010413 0.000404685 0.000633531
internal_weight=0 0.0172767 0.0162208 0.0150414 0.0140076 0.0129544 0.0117758 0.0101875 0.00847888 0.00618815 0.00498353 0.00229073 0.00394765 0.00240337
internal_count=3910 2980 2816 2631 2230 2057 1762 1628 1298 1052 768 246 573 303
is_linear=0
shrinkage=0.00196078


Tree=3315
num_leaves=11
num_cat=0
split_feature=124 457 1 403 0 16 12 3 2 457
split_gain=3.38053e-05 5.07118e-05 7.62153e-05 7.23935e-05 7.33568e-05 0.000100184 6.93709e-05 0.00011643 0.000133558 6.8401e-05
threshold=-0.048219999999999992 0.082870000000000013 0.12811000000000003 0.03138500000000001 0.14676000000000003 0.081265000000000018 0.088375000000000023 0.090325000000000003 0.083585000000000007 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -3
right_child=1 9 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.015814057518862938 -0.013503568794691391 0.029849788384909683 0.017253074431378312 0.01170394731517347 0.013640617173612708 -0.038185142695081428 -0.02351658100761685 -0.022834839307282459 0.02899903827553232 -0.0046766186055662642
leaf_weight=0.0010996412136979614 0.0011841953463274501 0.0010017201975832156 0.001335666163790653 0.0015866216760450627 0.0010013232104702455 0.0012210717388128874 0.0018979693215051751 0.0014919032945726052 0.001473256370720117 0.0010369560103145048
leaf_count=319 223 162 239 398 49 521 1014 131 758 96
internal_value=0 -0.00138098 -0.00387089 -0.00673347 -0.0102709 -0.013565 -0.00859371 -0.0017678 0.0100593 0.0122882
internal_weight=0 0.0132307 0.011192 0.00985634 0.00826972 0.0072684 0.00604732 0.00414936 0.00265745 0.00203868
internal_count=3910 3591 3333 3094 2696 2647 2126 1112 981 258
is_linear=0
shrinkage=0.0942322


Tree=3316
num_leaves=15
num_cat=0
split_feature=403 403 403 160 1 52 43 3 1 16 52 2 3 43
split_gain=0.000137612 0.000103888 0.000103472 9.87324e-05 0.000233514 0.000177237 0.000127695 0.000103919 8.29134e-05 0.000132855 0.000103331 0.000116254 7.31069e-05 0.000119807
threshold=-1.0000000180025095e-35 0.09389500000000002 0.084405000000000022 -1.0000000180025095e-35 0.090540000000000023 -0.012244999999999997 -0.074254999999999988 -0.11266 0.077800000000000022 -0.27337499999999998 -0.074484999999999982 0.086650000000000019 -0.078669999999999976 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 12 -8 -9 -10 -11 -12 13 -5
right_child=1 -3 -4 6 5 -7 7 8 9 10 11 -13 -14 -15
leaf_value=-0.00069908696605821695 -0.00092907680606010813 -0.00055023097142369037 0.00067713353282280368 0.00056927870853549611 0.0007280036211517242 -0.00043381483793459604 0.00051690804598536315 -0.00054404481843285408 -0.00065274224765277686 -0.00029329427796330958 5.870955204068502e-06 0.00085162577612160162 0.00065402474643070686 -0.0002685596752151044
leaf_weight=0.0010638098474509165 0.0012791990820513873 0.0011207849553400836 0.0010026494247130082 0.0013213849109102982 0.0010002209967029749 0.0010192413548607837 0.0010700085605467478 0.0015148790800587151 0.0010094090083635036 0.0013459060729236463 0.0014165084483801515 0.0011180562703652238 0.0019556601702692498 0.0013034537025205799
leaf_count=930 640 307 84 76 130 194 184 253 132 132 146 85 295 322
internal_value=0 2.728e-05 6.68522e-05 2.69993e-05 -0.000273587 0.000141623 0.000109248 -4.87259e-05 -0.000143223 -1.90493e-05 0.00014579 0.000378953 0.000367041 0.000153221
internal_weight=0 0.0174774 0.0163566 0.0153539 0.00329866 0.00201946 0.0120553 0.00747477 0.00640476 0.00488988 0.00388047 0.00253456 0.0045805 0.00262484
internal_count=3910 2980 2673 2589 964 324 1625 932 748 495 363 231 693 398
is_linear=0
shrinkage=0.00196078


Tree=3317
num_leaves=11
num_cat=0
split_feature=14 15 3 133 52 13 4 1 1 2
split_gain=2.92856e-05 4.29037e-05 4.32711e-05 6.58066e-05 0.000100045 9.24923e-05 7.47306e-05 7.31769e-05 5.10231e-05 1.142e-05
threshold=-0.13131999999999996 -0.106555 -0.15327499999999997 -0.085714999999999986 0.11401500000000002 -0.083514999999999992 0.097045000000000006 0.095575000000000007 0.086560000000000012 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 9 7 8 -7 -5
right_child=1 2 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.016426749083919594 0.015014411519516753 0.018342699932368711 0.017733703155638433 0.0086209914511217265 -0.03518965179448294 -0.0015014565546275669 -0.033441355186441292 0.01426390709723788 -0.026497007543505049 0.02357052552684832
leaf_weight=0.0010173153174441564 0.0019176958105239792 0.0010349764941260482 0.0013222574125056627 0.0010339878857375624 0.0010487674263557215 0.0019635881249701146 0.0010094487855052681 0.0015678781084446603 0.0013981555382840526 0.0010102403804227549
leaf_count=172 507 224 455 487 443 812 119 274 305 112
internal_value=0 0.00117664 -0.00115332 -0.00310207 -0.00615234 -0.0023377 -0.00865261 -0.00357656 -0.0118972 0.0160089
internal_weight=0 0.013307 0.0113893 0.0103543 0.00903207 0.0079833 0.00593907 0.00492962 0.00336174 0.00204423
internal_count=3910 3738 3231 3007 2552 2109 1510 1391 1117 599
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=14
num_cat=0
split_feature=158 48 50 4 13 52 16 0 3 2 12 133 4
split_gain=0.000107246 9.75581e-05 0.000169201 0.000118157 0.000141836 0.000143067 0.000136923 0.000147769 0.000128493 0.000101941 0.000173892 0.000114028 8.56246e-05
threshold=0.084965000000000027 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.032264999999999995 0.10433000000000002 0.070590000000000014 -0.07773999999999999 0.092005000000000017 0.106035 0.093125000000000013 0.077945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 8 12 10 11 -1 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00077688726942358845 -0.00060609876585632867 -0.0005468697030416291 -0.00062064261330291542 0.00063469288164049592 0.00024509127134523731 0.00090486080571700262 -0.00047450603906291591 0.00086644398616318231 0.00070960828766453512 -0.00063853379096966742 0.00061544399697643307 8.8442860299222978e-05 -0.0003522887711804721
leaf_weight=0.0011100338480084628 0.0010862183998503914 0.0010589170674770712 0.0012636965555117242 0.0015739837561902495 0.0017148395246290582 0.0010369025482992317 0.0012138833409390294 0.0011886785747688578 0.0010196764229846167 0.0014280980297227304 0.0011305916110744621 0.0012389263521382608 0.00199644481414777
leaf_count=413 423 117 631 318 484 103 271 139 36 204 228 390 153
internal_value=0 2.94233e-05 6.77656e-05 0.000127139 6.60532e-05 0.000224311 0.000125389 0.000248404 9.31181e-05 -0.00019742 -1.6376e-05 -0.000320481 -7.62628e-05
internal_weight=0 0.0169747 0.0159158 0.0146521 0.0130781 0.00817043 0.00713352 0.00591964 0.00473096 0.00490765 0.00347955 0.00234896 0.00371128
internal_count=3910 3487 3370 2739 2421 1186 1083 812 673 1235 1031 803 637
is_linear=0
shrinkage=0.00196078


Tree=3319
num_leaves=15
num_cat=0
split_feature=403 403 42 52 48 484 52 49 1 2 133 16 2 457
split_gain=0.000164862 0.000138261 0.000146755 0.00017869 0.000140172 0.000175806 0.000213421 0.000159718 0.000155675 0.000145648 0.000166759 0.000156132 0.000209976 9.61372e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.098285000000000011 -0.37613999999999997 0.12738500000000003 -0.0043499999999999988 -0.068164999999999989 -0.00064499999999999985 0.097480000000000011 0.10393500000000001 0.083815000000000014 -0.057604999999999996 0.079395000000000007 0.084550000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 13 10 11 -9 -13 -7
right_child=1 -3 -4 4 -6 6 7 9 -10 -11 -12 12 -14 -15
leaf_value=-0.00077837174724839123 -0.00077883871827870443 -0.0006414155675063427 0.00064373823196451989 -0.00064432596465421952 -0.00064465954982307792 -2.6737270991401206e-05 -0.00046516197773636167 -0.00026832762320629523 0.0012477834831691578 -0.0002854305704774225 0.001043858348778645 -8.277975919991069e-05 0.0011537055081858199 0.0007787706541012194
leaf_weight=0.0010569734749357939 0.0010408659067537183 0.0011433493771670902 0.0015227961453764234 0.0010748239416038018 0.0010017420791295093 0.0013010484426419387 0.0019895459417974279 0.0017813591671325254 0.0010124280358253246 0.0019689874469753926 0.0010376756820748376 0.0010836550457724026 0.0010298010817281489 0.0010133354773367853
leaf_count=930 336 307 299 417 81 193 284 283 175 176 177 126 81 45
internal_value=0 1.84266e-05 6.31785e-05 5.52875e-06 6.26435e-05 0.000115946 0.000182829 2.43066e-05 0.000606485 0.00016541 0.000345379 0.000159287 0.000519709 0.000325948
internal_weight=0 0.0180014 0.0168581 0.0153353 0.0142944 0.0132927 0.0122178 0.00889102 0.00332681 0.00690148 0.00493249 0.00389482 0.00211346 0.00231438
internal_count=3910 2980 2673 2374 2038 1957 1540 1127 413 843 667 490 207 238
is_linear=0
shrinkage=0.00196078


Tree=3320
num_leaves=14
num_cat=0
split_feature=403 52 158 16 43 0 133 49 48 1 15 3 2
split_gain=0.000127065 0.000127568 0.0001156 0.000130601 0.000115119 0.000133698 0.000114642 0.000193686 0.000200213 0.000177057 0.000120368 9.09409e-05 8.81315e-05
threshold=-1.0000000180025095e-35 -0.37613999999999997 0.085745000000000002 0.22945500000000005 -0.093039999999999984 -0.029849999999999998 -0.090054999999999982 -0.085974999999999982 0.087945000000000009 0.088785000000000017 -0.10071499999999999 0.084925000000000014 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 9 11 -11 -9 -10
right_child=1 2 -4 -5 5 -7 7 8 12 10 -12 -13 -14
leaf_value=-0.00066894107468332738 -0.00056297225308914861 -0.00038878048806537498 -0.00052564062056365435 0.000641334042450377 -0.00053636660751886641 0.00074925040233514689 -0.00065858689828567822 0.00051594783627934514 -0.0006835132477577354 0.00045401676925772031 -0.00032469405610006523 0.00124255117124477 7.6073169443795558e-05
leaf_weight=0.0010542806643060133 0.0012864469154261994 0.00189545423574822 0.0011350971696384984 0.0016649688982844644 0.0011052915175204592 0.0012100521910883453 0.0010604872609366002 0.0019133735479227492 0.001023543593063003 0.001647644247989544 0.0014216430889199272 0.0010128023250364215 0.0013777862348041258
leaf_count=930 382 267 323 129 344 179 127 515 111 131 299 41 132
internal_value=0 3.16927e-05 7.81464e-05 0.000122844 5.96849e-05 0.00013189 6.11651e-05 0.000131 0.000230722 0.000422339 9.33308e-05 0.000767438 -0.000247693
internal_weight=0 0.0177546 0.0164681 0.015333 0.0136681 0.0117726 0.0105626 0.00945728 0.00839679 0.00599546 0.00306929 0.00292618 0.00240133
internal_count=3910 2980 2598 2275 2146 1879 1700 1356 1229 986 430 556 243
is_linear=0
shrinkage=0.00196078


Tree=3321
num_leaves=11
num_cat=0
split_feature=133 52 16 43 133 47 1 48 16 3
split_gain=4.29966e-05 6.13302e-05 0.000117746 6.16179e-05 8.16391e-05 5.26702e-05 7.08458e-05 8.40994e-05 0.000151915 6.65225e-05
threshold=0.10681500000000001 -0.27466499999999994 0.22945500000000005 -0.093039999999999984 0.077945 0.096175000000000024 0.076710000000000014 0.087945000000000009 -0.09601999999999998 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.020260100404790909 -0.019702217656726802 -0.01834037928963277 0.031288115176251061 -0.014316257315291814 0.027131316617469897 -0.020552315433563995 0.041010198038364074 -0.012518497642048871 0.015479743768205337 -0.015885333780498861
leaf_weight=0.001153579177971451 0.0010011585283753567 0.001505586150417783 0.0012997818808012781 0.0017912662941937567 0.0011807702805496619 0.001085621604474285 0.0014310608555454861 0.0014049241005643712 0.0014377574996654835 0.0011861448056156298
leaf_count=394 545 362 176 809 502 188 272 138 414 110
internal_value=0 0.00135621 0.00337977 8.8988e-05 0.00300434 -0.000412858 0.00260236 0.00815298 0.015315 0.00130104
internal_weight=0 0.0134765 0.0123229 0.0110231 0.00951755 0.00833678 0.00725115 0.00545989 0.00405496 0.0026239
internal_count=3910 3365 2971 2795 2433 1931 1743 934 796 524
is_linear=0
shrinkage=0.0980392


Tree=3322
num_leaves=12
num_cat=0
split_feature=43 40 16 3 0 15 13 16 52 3 52
split_gain=3.06696e-05 6.83844e-05 7.83388e-05 0.000126261 5.72563e-05 4.14493e-05 8.08482e-05 9.26511e-05 8.29438e-05 4.51009e-05 4.25566e-05
threshold=0.16180500000000003 -0.079289999999999985 0.081265000000000018 -0.074234999999999982 -0.074249999999999997 -0.19153499999999998 -0.09547499999999999 -0.19424999999999998 0.0033900000000000002 0.090325000000000003 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8 9 10 -9
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.026312879572870408 -0.016644209641246032 -0.018854415626693866 0.0052166782662487641 -0.037320760372645409 0.021463303676319476 0.02544492343694111 -0.026527421121081387 -0.026673142692462071 0.025187167572639314 0.012495012053961429 0.0015358460806639241
leaf_weight=0.0010028224754925876 0.0010382383198622386 0.0010060378147388289 0.0014275876619495795 0.0013649963641581908 0.001491404102685231 0.0012928636588614107 0.0012332584114163577 0.0010830543916682616 0.0013475227658448071 0.0010582039687045963 0.0010564791959242728
leaf_count=257 276 176 417 228 498 223 168 525 772 47 323
internal_value=0 0.00119814 -0.000839298 -0.0155753 0.0034613 0.000137429 0.00283938 -0.0022183 0.00437746 -0.00439173 -0.0127438
internal_weight=0 0.0133642 0.0123614 0.00279258 0.00956882 0.00807742 0.00707138 0.00577852 0.00454526 0.00319774 0.00213953
internal_count=3910 3634 3377 645 2732 2234 2058 1835 1667 895 848
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=12
num_cat=0
split_feature=1 0 150 1 16 3 16 12 12 48 2
split_gain=3.23281e-05 6.73078e-05 5.85808e-05 5.19387e-05 0.000103347 6.54045e-05 4.53552e-05 0.000101683 2.13127e-05 1.43028e-05 9.35456e-06
threshold=0.085835000000000009 -0.087614999999999985 0.077110000000000012 0.10752500000000002 -0.079209999999999989 0.11265500000000002 -0.083144999999999983 0.091405000000000014 0.096210000000000004 0.089935000000000015 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 8 -3 -8 -5 -4 -1
right_child=2 6 9 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.013772097916557988 -0.034884192518358066 0.017512160542194181 0.027115147255947405 0.029148840129103355 0.0043345840885517023 -0.0083386545087381948 -0.029454672718037964 0.01091608788453177 0.0088793652870929642 0.010269407592183061 -0.027407969459107003
leaf_weight=0.0010029840222819067 0.0011010449432446744 0.0012605250763880822 0.0010145492233745801 0.0010111172757124413 0.0017239405348126262 0.0015617405347707345 0.0010572830451099679 0.0015220723897258303 0.0010652694705533886 0.0010015784979343825 0.0010094507525131118
leaf_count=460 235 338 243 251 533 188 625 493 154 106 284
internal_value=0 -0.00579814 0.00386447 -0.000777876 -0.010951 0.00712152 0.0019656 -0.00563197 0.0187498 0.0187465 -0.0206119
internal_weight=0 0.00585232 0.00847924 0.00646311 0.00282499 0.00363813 0.00383988 0.00257936 0.00207639 0.00201613 0.00201243
internal_count=3910 2200 1710 1361 768 593 1456 1118 405 349 744
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=15
num_cat=0
split_feature=403 453 4 12 13 0 43 13 52 1 16 16 0 13
split_gain=0.000154254 0.000123377 0.000158501 0.000163513 9.2649e-05 0.000144956 0.000127971 0.000166075 0.000126608 0.000100077 0.000105476 8.196e-05 7.85929e-05 7.39631e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.15927500000000003 0.10371500000000002 -0.084184999999999996 -0.084304999999999977 -0.074254999999999988 0.17936000000000002 -0.083529999999999979 0.094695000000000015 -0.089559999999999987 -0.48509999999999992 -0.11756999999999999 -0.062819999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 13 -8 10 -10 -4 -13 -6
right_child=1 -3 11 -5 6 -7 8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00075843386342405738 -0.00084092162586521654 -0.00063562496315735747 0.00073482129479323017 -0.00078974717445432841 0.00036684535600571983 0.00014918232340915431 -0.0006739333713235144 -0.00019849372630009577 0.00022161686729841887 0.00051665466151526701 -0.00049913535970351475 -0.00022326187881745242 0.0005332084671330927 0.0010516804646568813
leaf_weight=0.00101428815111763 0.0010903083573050513 0.0010133035505659463 0.0017265452363141899 0.0010205450986100579 0.0012533630900752671 0.0011878864418513181 0.0010741801687361441 0.0011803246547412716 0.0016554276742314102 0.0013727391742654471 0.0014772037726985025 0.0010452059917260346 0.0010671451172433 0.0011744833642517031
leaf_count=930 490 96 265 262 371 176 239 79 114 126 284 62 203 213
internal_value=0 2.82715e-05 6.94791e-05 -3.76478e-05 2.92942e-05 -0.000324666 0.000117062 0.000404827 -6.90284e-05 7.51943e-05 -0.000118256 0.000417922 0.000158902 0.000698138
internal_weight=0 0.0173387 0.0163254 0.0124865 0.0114659 0.00227819 0.00918772 0.00360817 0.00557955 0.00450537 0.00313263 0.0038389 0.00211235 0.00242785
internal_count=3910 2980 2884 2354 2092 666 1426 663 763 524 398 530 265 584
is_linear=0
shrinkage=0.00196078


Tree=3325
num_leaves=12
num_cat=0
split_feature=4 0 1 3 43 2 0 51 12 3 49
split_gain=2.93192e-05 9.24461e-05 4.44674e-05 8.5769e-05 6.77415e-05 5.66336e-05 0.000118434 9.471e-05 8.05972e-05 0.000134026 4.0033e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 0.076710000000000014 -0.084129999999999996 -0.077544999999999989 1.0000000180025095e-35 -0.13506999999999997 0.08955500000000001 0.097345000000000015 -1.0000000180025095e-35 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 7 10 9 -4 -7
right_child=1 -3 5 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.016193888611431093 -0.034292216764674789 0.026443010562148192 -0.043613628487349392 0.017979091662731577 -0.017678626191655812 0.023484938535423782 0.035777967328186826 -0.025899608687904738 0.013461146551336858 0.0055638137462768302 0.00022332779559052849
leaf_weight=0.001047641139396027 0.0010989161641791118 0.0013063576980794729 0.0011159036427921196 0.001062668113278451 0.0010684651546024322 0.0011933478276486336 0.001227433104609329 0.0010285583558654453 0.0011471605974712196 0.0011009534774234801 0.0019468003264281461
leaf_count=176 823 239 600 354 732 145 266 102 168 75 230
internal_value=0 0.00118165 -0.00157063 -0.0115997 0.000101735 0.00212728 0.00847574 0.000436878 -0.00805614 -0.0191907 0.00906342
internal_weight=0 0.0132966 0.0119902 0.00323005 0.00213113 0.00876016 0.00539614 0.00416871 0.00336402 0.00221686 0.00314015
internal_count=3910 3734 3495 1909 1086 1586 743 477 843 675 375
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=14
num_cat=0
split_feature=403 158 457 16 151 150 47 47 1 15 2 0 16
split_gain=0.000169976 0.000115127 9.63386e-05 0.000117008 0.000108524 0.000154513 0.000108759 0.000115989 0.00014144 0.000186685 0.000127134 9.49489e-05 0.000138578
threshold=-1.0000000180025095e-35 0.085745000000000002 -0.068264999999999978 -0.49150499999999991 0.056555000000000001 0.084800000000000014 0.10783500000000001 0.087850000000000025 0.11327500000000001 0.088615000000000013 0.10137500000000001 -0.079019999999999993 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 10 11 12 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00079236122954145464 -0.00049053073627528389 -0.00058457030257632572 0.00062180812329913398 0.00052501682025658629 -0.00055498584405928246 0.0007175152978672716 0.00050267517162676798 -0.00063010339487728898 0.0006792930741440445 -0.00079093425038610353 -0.00036225624759367807 0.0006285479537107804 -0.00045979379352027115
leaf_weight=0.001007238301950839 0.0010640549885597176 0.0010730442475622879 0.0015953952410967488 0.0010437839046626928 0.0010193805563566615 0.0014254189570095015 0.0015925235424643367 0.0011663779724546833 0.0011155937172029583 0.0011582648272660014 0.0017650938127386807 0.0016516657102427427 0.0011597041804336647
leaf_count=930 268 323 197 195 94 185 139 134 208 417 303 178 339
internal_value=0 3.68756e-05 7.91951e-05 0.000120454 5.93855e-05 0.000111236 3.01137e-05 -5.29465e-05 3.23302e-05 -7.41456e-05 7.35758e-05 0.000273123 6.70724e-06
internal_weight=0 0.0168303 0.0157573 0.0146932 0.0130978 0.0120784 0.010653 0.00906048 0.00789411 0.00677851 0.00562025 0.00385515 0.00220349
internal_count=3910 2980 2657 2389 2192 2098 1913 1774 1640 1432 1015 712 534
is_linear=0
shrinkage=0.00196078


Tree=3327
num_leaves=15
num_cat=0
split_feature=12 484 41 12 52 52 160 133 160 16 1 4 43 13
split_gain=0.000115176 0.000107034 9.90006e-05 0.000108644 0.000127146 0.000135132 9.32243e-05 0.000137897 0.00016307 9.03466e-05 0.000147104 9.457e-05 0.000145317 7.43414e-05
threshold=0.11655500000000001 -0.0043499999999999988 0.078150000000000011 0.10333000000000002 -0.27466499999999994 -0.081429999999999989 -0.079234999999999986 -1.0000000180025095e-35 0.098455000000000015 -0.38486499999999996 0.095575000000000007 -0.0010999999999999996 -0.014114999999999997 -0.0097449999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 13 -7 -8 9 -9 11 12 -11 -6
right_child=-2 2 -4 -5 5 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00053277401724831396 -0.00064953363133416452 -0.00057131231130860729 -0.00052740216411932387 0.0007319483976783725 0.00095755576976311199 -0.00039838653824219385 -0.00043354770232458071 -5.9779542819010781e-05 -0.00047749040232703596 5.4054935740142816e-05 0.0011082119980514204 -0.00014715250756631182 0.001064809628049231 0.00022495050539523696
leaf_weight=0.001230196742997988 0.0010358750470570435 0.0011154080861181933 0.0010048406825172483 0.0010021256984042758 0.0010024135417431856 0.0016629693434324138 0.0014952642784169931 0.0015712628520163511 0.0010909752779195425 0.0011609648357913057 0.0011044827455237508 0.0012404593447961037 0.0010338813282748706 0.0011360942195106074
leaf_count=580 187 316 178 221 198 504 633 211 76 248 164 86 137 171
internal_value=0 2.40807e-05 6.79342e-05 0.000108862 6.29976e-05 0.000119604 2.69756e-05 0.000108307 0.000220806 0.000345469 0.000485729 0.000285595 0.00053017 0.000568355
internal_weight=0 0.0168513 0.0156211 0.0146163 0.0136142 0.0124988 0.0103603 0.00869729 0.00720203 0.00611105 0.00453979 0.00343531 0.00219485 0.00213851
internal_count=3910 3723 3143 2965 2744 2428 2059 1555 922 846 635 471 385 369
is_linear=0
shrinkage=0.00196078


Tree=3328
num_leaves=14
num_cat=0
split_feature=403 403 453 11 43 4 160 13 16 0 4 1 1
split_gain=0.000168217 0.000145435 0.000128072 0.000133687 0.000107754 0.000172709 0.000169817 0.00017863 8.82301e-05 0.000100615 9.47249e-05 7.88779e-05 7.70369e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 1.0000000180025095e-35 0.08184000000000001 -0.17307499999999998 -0.34687499999999999 0.10070500000000002 0.0015650000000000002 -0.110495 -0.072864999999999985 0.0057500000000000008 0.085990000000000011 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 11 10 12 -7 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00078158361581974706 0.0006045007502980277 -0.00066267424894617664 -0.00059553345030868496 -0.0005268834871305358 -0.00047333774491130972 3.9673934865488907e-05 -0.00046632894151685348 0.00104930787634834 -3.1071788022274652e-05 0.0005426372782820865 0.0002221037496106526 0.00071753206196050953 -0.00076426552651485101
leaf_weight=0.0010266667888602496 0.0019569972627084863 0.0010769926276107461 0.0010085060258507297 0.0011181796167049488 0.0016880592640492248 0.0010303316632299122 0.0012830625506928843 0.0010674079215948146 0.0011743093740729069 0.0012161625232119779 0.0018968546150981663 0.0018361632651160676 0.0010379414743746096
leaf_count=930 142 307 95 212 179 154 230 180 508 271 134 278 290
internal_value=0 3.51973e-05 8.12684e-05 0.000125864 0.000177311 0.000108955 0.000202194 0.000294833 0.000196523 4.72245e-05 -9.94017e-05 0.000473883 -0.000375071
internal_weight=0 0.017391 0.016314 0.0153055 0.0141873 0.0122303 0.0105422 0.00925917 0.00819176 0.00532527 0.00410911 0.00286649 0.00221225
internal_count=3910 2980 2673 2578 2366 2224 2045 1815 1635 1203 932 432 798
is_linear=0
shrinkage=0.00196078


Tree=3329
num_leaves=11
num_cat=0
split_feature=11 3 12 457 160 133 2 16 0 43
split_gain=3.23421e-05 3.91164e-05 5.04716e-05 5.66895e-05 5.9081e-05 0.000150167 0.000111436 8.23599e-05 5.26209e-05 7.06473e-05
threshold=0.080455000000000013 -0.10628499999999998 0.10371500000000002 -0.0034949999999999994 -0.083654999999999993 -0.0023199999999999996 0.11230000000000001 -0.14029999999999995 -0.23029999999999998 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -9 -10
right_child=-2 2 -4 4 5 6 -8 8 9 -11
leaf_value=0.014384414140861015 -0.017397082259234996 -0.021036252615899125 -0.022323573686758511 -0.018938071390481578 -0.023667419838640701 0.041633008734988576 -0.01346838761453395 0.031948419617958503 0.019795834237780974 -0.0089917659592630827
leaf_weight=0.0019241015287523216 0.0010066827718365401 0.0010473729831861648 0.0010140682646176047 0.0010453081594587682 0.0013971519482982022 0.0012028769929149094 0.0013597597052717163 0.001030656543111525 0.0018012989606421832 0.0016184073841520974
leaf_count=283 241 297 320 488 756 172 297 38 521 497
internal_value=0 0.00118614 -0.00101887 0.00103814 0.0034833 0.00627008 0.0122343 0.0184165 0.0121414 0.00617184
internal_weight=0 0.013441 0.0115169 0.0105028 0.00945546 0.00841015 0.007013 0.00565324 0.00445036 0.00341971
internal_count=3910 3669 3386 3066 2769 2281 1525 1228 1056 1018
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=11
num_cat=0
split_feature=1 13 42 42 0 13 39 457 15 0
split_gain=2.80959e-05 5.84026e-05 0.000106199 5.82243e-05 5.64543e-05 5.45534e-05 7.05274e-05 0.000108889 8.25638e-05 8.95863e-05
threshold=0.088010000000000019 -0.028919999999999998 0.084100000000000022 -1.0000000180025095e-35 -0.082709999999999992 -0.094679999999999986 0.005105000000000001 0.081330000000000013 -0.052074999999999989 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -2 7 8 9 -7
right_child=5 3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.0019286688557784044 0.021185771300029087 -0.015329872987969565 -0.035789695287099334 -0.0035620286980825666 0.027163067780811928 -0.024083806572104016 0.022731342749093223 0.024247625566041858 -0.032387614686407752 0.011842562023124056
leaf_weight=0.0016474643092125531 0.0014849140833296873 0.0010887072959172932 0.0013649258091542986 0.0011399665051394781 0.0012578833253256124 0.0011534668708343965 0.001117575704740339 0.0010300921714145386 0.0013529100073846442 0.0017428078777027086
leaf_count=311 267 728 1043 127 116 86 324 93 558 257
internal_value=0 -0.00496315 -0.0151617 0.00384839 0.012556 0.00391819 -9.01701e-05 -0.00492128 -0.0119924 -0.00246543
internal_weight=0 0.00649895 0.00301239 0.00348656 0.00239785 0.00788177 0.00639685 0.00527928 0.00424918 0.00289627
internal_count=3910 2325 1354 971 243 1585 1318 994 901 343
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=11
num_cat=0
split_feature=11 48 0 42 13 133 43 2 16 16
split_gain=2.89835e-05 3.15243e-05 0.000124599 5.84206e-05 7.60236e-05 6.74422e-05 7.44368e-05 0.000104567 6.11815e-05 8.61245e-05
threshold=0.080455000000000013 0.091555000000000011 -0.19631499999999999 0.086325000000000013 -0.062819999999999987 0.065880000000000008 -0.0037249999999999996 0.085805000000000006 -0.0083999999999999995 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 9 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.023088052011554946 -0.016490206514816332 -0.015440077173887288 0.030418186578162417 -0.028331903242144865 0.00569326896901732 0.020482825027459961 0.022406087223947959 0.0023353968605187496 0.012148717831840078 -0.037664232722929708
leaf_weight=0.001297196222877395 0.0010019460811875646 0.001011767809709796 0.0014297469424282292 0.001552721301391695 0.001137911520859698 0.0017447471407890814 0.0018919712038733953 0.0011175406226939884 0.0010888668181830608 0.0010385095632904821
leaf_count=595 241 62 380 1042 220 607 256 153 180 174
internal_value=0 0.00114629 0.0114144 -0.00116015 -0.0139421 0.00304479 -0.00168392 0.00372117 -0.0071732 -0.0169313
internal_weight=0 0.013311 0.00244151 0.0108695 0.00269063 0.00817883 0.00643408 0.00513689 0.00324492 0.00215605
internal_count=3910 3669 442 3227 1262 1965 1358 763 507 327
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=11
num_cat=0
split_feature=4 15 2 12 403 1 13 1 1 52
split_gain=3.38762e-05 9.05797e-05 7.58921e-05 5.40545e-05 0.000116816 0.000100891 8.32649e-05 5.01926e-05 3.71929e-05 3.30456e-05
threshold=0.15927500000000003 0.090505000000000016 0.10836000000000003 0.051320000000000005 0.03138500000000001 0.094385000000000011 -0.070604999999999987 0.086560000000000012 0.11257500000000001 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 7 9 -1 -7 -5
right_child=2 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=0.0078691209148497449 0.022988264043007085 -0.030698322441547722 -0.0064746423025484603 -0.017572145187813418 0.020176249075923261 0.0368667699401364 -0.037902053496942339 -0.017827281697759403 0.010380438619443232 0.0070479353522204706
leaf_weight=0.0015778363788077438 0.0017738447186389705 0.0010543805126977191 0.0017239443288979694 0.0010951083012504764 0.0011216669745508119 0.0010825983354777052 0.0012243837567728023 0.0014667833739158143 0.0010389840995383391 0.0010856285841207903
leaf_count=187 289 683 321 659 274 179 830 114 129 245
internal_value=0 -0.00286311 0.00846697 0.000164743 -0.00781296 0.00715505 -0.0170328 -0.00451044 0.0238958 -0.00531562
internal_weight=0 0.0107474 0.00349779 0.00969299 0.00452679 0.0051662 0.00340512 0.00304462 0.00212158 0.00218074
internal_count=3910 3300 610 2617 2008 609 1734 301 308 904
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=11
num_cat=0
split_feature=4 0 43 160 1 43 1 52 47 16
split_gain=3.09132e-05 7.17488e-05 4.42327e-05 5.76371e-05 6.02673e-05 6.57394e-05 5.14912e-05 0.000101639 4.50869e-05 4.44657e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.24333999999999997 0.099550000000000013 0.11797500000000001 0.0041500000000000009 0.092730000000000021 -0.0066199999999999991 0.090280000000000013 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -8 -9
right_child=1 -3 3 -5 -6 -7 8 9 -10 -11
leaf_value=-0.016277724553025154 -0.020266092761891515 0.023165404764946367 -0.0074433568490294534 -0.020848419284854029 0.019907631514796298 -0.02229843369191464 0.0024398775755078111 0.0090630825360448215 -0.023484884113220032 0.036242211465046685
leaf_weight=0.0010478638606969482 0.0010616402277274012 0.0012911951923750093 0.0017934357576225197 0.0010734995645370659 0.0016915433932792956 0.001136700624484413 0.0017318423421695765 0.001080489492145403 0.001027257625092079 0.0012454843212689054
leaf_count=176 194 239 587 278 354 538 360 355 106 723
internal_value=0 0.00122027 -0.00117254 0.00070779 0.00309176 -0.000457093 0.00315227 0.0100943 -0.00721233 0.0236166
internal_weight=0 0.0131331 0.0118419 0.0107803 0.00970675 0.00801521 0.00687851 0.00411941 0.0027591 0.00232597
internal_count=3910 3734 3495 3301 3023 2669 2131 1665 466 1078
is_linear=0
shrinkage=0.0980392


Tree=3334
num_leaves=13
num_cat=0
split_feature=484 403 403 160 42 43 3 15 3 0 2 16
split_gain=9.11837e-05 8.19639e-05 0.000105557 0.000158218 0.000125416 9.87521e-05 0.000174883 0.000114653 7.48006e-05 8.41334e-05 0.000100918 6.24467e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -1.0000000180025095e-35 -0.11266 -0.10071499999999999 0.085355000000000014 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -7 10 -10 -12
right_child=1 -3 -4 4 5 8 -8 -9 9 -11 11 -13
leaf_value=-0.00052890241411756829 -0.00059084730863858369 -0.00050092056483312653 0.00063631254326107858 -0.00043954352429930441 -0.00038935740741323906 0.00052152245709944235 0.00098021674262920868 0.00050697800055543476 0.00056275886872886121 -0.00039968415475339421 -0.0004617252479477047 0.00011859880858633793
leaf_weight=0.0011695470867821708 0.0014300199569840947 0.0010149037097782537 0.0011855114155986954 0.001469126243058433 0.0010194657710295291 0.0010563704849778583 0.0013934841620471877 0.001188044367105956 0.001296220068292833 0.0018028539048231757 0.0011087805200391959 0.0019966763544119748
leaf_count=612 554 285 152 712 244 184 320 70 41 505 112 119
internal_value=0 3.82956e-05 7.49095e-05 2.65448e-05 9.81433e-05 0.000170868 0.00043635 9.3035e-05 3.92044e-05 -4.2914e-05 0.000103213 -8.86016e-05
internal_weight=0 0.0159615 0.0149466 0.013761 0.012331 0.0108619 0.00360099 0.00220751 0.0072609 0.00620453 0.00440168 0.00310546
internal_count=3910 3298 3013 2861 2307 1595 634 314 961 777 272 231
is_linear=0
shrinkage=0.00196078


Tree=3335
num_leaves=11
num_cat=0
split_feature=133 50 160 47 1 1 160 4 3 43
split_gain=3.16128e-05 5.76113e-05 6.7183e-05 6.00365e-05 0.000111445 5.96448e-05 9.81883e-05 7.64417e-05 8.09107e-05 5.76373e-05
threshold=0.10599500000000002 0.086465000000000014 0.099550000000000013 0.077065000000000008 0.11198000000000001 0.09112000000000002 0.069910000000000014 -1.0000000180025095e-35 -0.028189999999999996 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -5
right_child=-2 -3 -4 9 -6 -7 -8 -9 -10 -11
leaf_value=-0.0013709100458723707 -0.016654791697739198 -0.019345963548317042 -0.019209586103478764 0.010928051549501784 0.038047261609894252 -0.012973867685512031 0.037783609847847371 -0.020574787280334055 0.031900387615978659 -0.017856549100287659
leaf_weight=0.001951059715451514 0.001062461157370507 0.001227475494756867 0.0011825103457850589 0.001157280727788132 0.0012340494196694061 0.0014049406316162761 0.0010363819664803292 0.0010086657072616908 0.0011687608717170209 0.0017438804500608746
leaf_count=927 557 567 232 189 367 400 111 269 84 207
internal_value=0 0.00127975 0.00340951 0.00590809 0.0104742 0.00529496 0.0102644 0.00335622 0.0110933 -0.0063743
internal_weight=0 0.013115 0.0118875 0.010705 0.00780386 0.00656981 0.00516487 0.00412849 0.00311982 0.00290116
internal_count=3910 3353 2786 2554 2158 1791 1391 1280 1011 396
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=11
num_cat=0
split_feature=4 15 2 12 403 1 13 1 1 0
split_gain=2.89154e-05 7.45474e-05 6.77787e-05 4.75294e-05 9.66044e-05 9.04438e-05 6.84258e-05 4.137e-05 4.04676e-05 2.83011e-05
threshold=0.15927500000000003 0.090505000000000016 0.10836000000000003 0.051320000000000005 0.03138500000000001 0.094485000000000013 -0.070604999999999987 0.086560000000000012 0.11257500000000001 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 7 9 -1 -7 -5
right_child=2 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=0.0068810029421746358 0.021631871867122083 -0.028119069049606035 -0.0063370428010434549 -0.016820853648568827 0.018159763507768222 0.036294753775665607 -0.03496172275961195 -0.016504135742046209 0.0085580034258921685 0.0060785840044101586
leaf_weight=0.0015703394632327369 0.0017619447596915188 0.0010363164216892666 0.0017047855870697003 0.0010646581010993637 0.001109776141541164 0.0010655256596357084 0.0012044441954295166 0.0014596805739145458 0.0010388620976628589 0.0010945603669576388
leaf_count=187 289 683 321 803 274 176 830 117 129 101
internal_value=0 -0.00263743 0.00787799 0.000111062 -0.0074241 0.0066762 -0.015865 -0.00438454 0.0226021 -0.00521257
internal_weight=0 0.0106442 0.00346673 0.00960785 0.00447344 0.00513441 0.00336366 0.00303002 0.00210439 0.00215922
internal_count=3910 3300 610 2617 2008 609 1734 304 305 904
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=11
num_cat=0
split_feature=48 4 12 3 4 2 0 1 3 13
split_gain=2.9857e-05 7.37161e-05 6.25842e-05 6.56388e-05 0.000109329 6.62563e-05 9.06994e-05 5.84984e-05 7.62896e-05 5.63974e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.094625000000000015 -0.00027999999999999998 0.095195000000000016 -0.06402999999999999 0.092550000000000007 -0.084129999999999996 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -4 -10
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11
leaf_value=-0.021961062796600348 -0.016035385785158045 0.023063842593339705 -0.018865132446418187 -0.0066774909592183258 0.037111373258490586 -0.019621402775263166 0.025988173796461202 -0.023274245077966937 -0.0051338981627010345 0.025070061002460273
leaf_weight=0.0013045905973794658 0.0010786395465371473 0.001387316112595534 0.0011816670565616035 0.0010897132017751165 0.0011959242528024041 0.0018418520293513015 0.0012546503044374973 0.0012053759564225469 0.0010937000438004363 0.0014219439576702536
leaf_count=275 161 388 899 124 86 663 138 279 730 167
internal_value=0 0.00127964 -0.00132804 0.00128918 0.0162344 -0.00298116 0.00199645 -0.00414329 0.00209368 0.0119386
internal_weight=0 0.0129767 0.0115894 0.0102848 0.00228564 0.00799919 0.00615734 0.00490269 0.00369731 0.00251564
internal_count=3910 3749 3361 3086 210 2876 2213 2075 1796 897
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=14
num_cat=0
split_feature=158 47 50 4 15 150 4 13 43 43 43 1 16
split_gain=0.000109492 0.000102087 0.000143455 9.30123e-05 0.000128164 6.92103e-05 8.98667e-05 0.000146844 8.4408e-05 0.000142616 8.01159e-05 6.76189e-05 6.2601e-05
threshold=0.084965000000000027 0.13177500000000003 0.088425000000000017 0.25367000000000006 -0.10312999999999999 0.086420000000000011 -0.034289999999999994 -0.080814999999999984 0.013605000000000001 -0.083254999999999982 -0.074254999999999988 0.11183500000000002 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 9 -6 -9 -5 -11
right_child=-2 -3 -4 11 5 -7 7 10 -10 12 -12 -13 -14
leaf_value=-0.00060711509877515643 -0.00062283418725125027 -0.00055794561453694934 -0.00057968766374214377 0.0001569945988704386 0.00031930950703250402 -0.00023004378375393367 -0.00018852705422609198 0.0011120945917288902 0.00045570004899200513 -0.00079330290968474264 0.00039757964035048245 0.00083835149166303893 -0.0001198639938258585
leaf_weight=0.0010263370085846915 0.0010675285734257382 0.0010735328011469139 0.0012065803906926723 0.0011428716873415272 0.0015808886202176415 0.0017992200264725288 0.0010342795630821425 0.0010217553493582499 0.0012908512278514139 0.0010677518150074095 0.0014732797527489154 0.0010979785229130279 0.0010551024949855732
leaf_count=220 423 82 638 136 279 258 196 175 225 479 210 243 346
internal_value=0 2.59009e-05 6.82597e-05 0.000125786 5.37078e-05 0.000119408 0.00019317 0.000432675 2.39287e-05 -0.000126555 0.000690185 0.000490848 -0.00045859
internal_weight=0 0.0158704 0.0147969 0.0135903 0.0113495 0.0103231 0.00852391 0.00352931 0.00499459 0.00370374 0.00249504 0.00224085 0.00212285
internal_count=3910 3487 3405 2767 2388 2168 1910 581 1329 1104 385 379 825
is_linear=0
shrinkage=0.00196078


Tree=3339
num_leaves=14
num_cat=0
split_feature=403 403 160 474 1 42 43 150 3 47 1 4 12
split_gain=9.05406e-05 0.000157029 0.000104973 0.000195672 0.000131488 0.000125339 0.000117686 9.36464e-05 8.99857e-05 6.69699e-05 9.59755e-05 0.000295949 8.02182e-06
threshold=0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 0.084655000000000022 0.10561500000000001 -1.0000000180025095e-35 -0.074254999999999988 0.083205000000000015 -0.078669999999999976 0.09550500000000002 0.094890000000000016 -0.056579999999999991 0.088835000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 8 9 12 10 11 -8 -7
right_child=-2 -3 5 -5 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0011441002217342188 -0.00058151178723345935 0.00070914048380217077 -0.00048124195088519094 0.00032330121570258298 -0.00017589056820005818 0.00031348883018515001 6.3963944879450328e-05 0.00035525300842629512 0.00086578390261420036 0.00024064655450169311 0.00014234079154802637 -0.0013207658182694359 6.5232090424757717e-05
leaf_weight=0.001135288747430096 0.0010049116881262607 0.0011947470949722474 0.0014529309155737026 0.0011276052076056552 0.0010271928075909487 0.0010000211824704383 0.0014279816580817367 0.001961128559594778 0.0012145754005269379 0.0012658012839574517 0.001334843722567979 0.0010153104782165811 0.0010016401330976837
leaf_count=706 307 163 709 270 134 204 347 163 251 110 279 136 131
internal_value=0 2.50687e-05 -2.95474e-05 -0.000338897 -0.000684194 5.76351e-05 0.000134235 -8.32794e-06 0.000444742 -0.000149692 -0.000280468 -0.000511461 0.00018926
internal_weight=0 0.0161591 0.0149643 0.00329009 0.00216248 0.0116742 0.0102213 0.00700507 0.00321624 0.00504394 0.00377814 0.00244329 0.00200166
internal_count=3910 3603 3440 1110 840 2330 1621 1035 586 872 762 483 335
is_linear=0
shrinkage=0.00196078


Tree=3340
num_leaves=12
num_cat=0
split_feature=159 50 52 133 43 52 2 16 0 51 4
split_gain=2.87281e-05 4.56072e-05 8.8954e-05 7.029e-05 9.78254e-05 0.000110823 9.27916e-05 9.22638e-05 7.30459e-05 8.91258e-05 2.32222e-05
threshold=-0.034019999999999988 0.077805000000000013 0.11401500000000002 0.094185000000000005 -0.074254999999999988 -0.087604999999999988 0.093655000000000002 -0.0095499999999999977 -0.10209999999999998 0.077145000000000005 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 8 9 -7 -2
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.015125415499798327 -0.0044358599452604622 0.020765126103884163 -0.028374294131016321 -0.021256136293181637 -0.031356040938882591 -0.02655052276848224 0.040282915070563086 0.030171200977850032 0.014696174315423499 0.0078608295557225719 0.016438785476821306
leaf_weight=0.0011201521163653914 0.0010286472681618026 0.0010561333669851332 0.001006834546937418 0.0011137797687457091 0.0010497865745789422 0.0016718748550503008 0.0012006312960873406 0.0010104278214881513 0.0015381967898228793 0.0012752442565984456 0.0010203021172152133
leaf_count=520 451 517 264 354 349 240 257 177 602 62 117
internal_value=0 0.00123899 -0.000491682 0.00208174 0.00473544 -0.00216795 0.0186407 0.0034075 -0.00262168 -0.0116604 0.00595895
internal_weight=0 0.0129719 0.0119157 0.0109089 0.00979511 0.00654553 0.00324958 0.00549574 0.00448532 0.00294712 0.00204895
internal_count=3910 3390 2873 2609 2255 1430 825 1081 904 302 568
is_linear=0
shrinkage=0.0980392


Tree=3341
num_leaves=11
num_cat=0
split_feature=11 403 3 12 3 3 52 1 1 0
split_gain=2.58055e-05 4.3341e-05 8.93814e-05 4.95075e-05 0.000111685 9.57489e-05 4.60122e-05 6.14816e-05 0.00012969 4.61556e-05
threshold=0.077330000000000024 0.088015000000000024 -0.10315499999999998 0.086935000000000012 -0.018854999999999997 -0.077894999999999978 0.06136500000000001 0.11052000000000002 0.094385000000000011 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 8 9 -6
right_child=-2 -3 3 5 6 -7 -8 -9 -10 -11
leaf_value=0.025632931622711207 -0.013635236289083787 -0.017132462945677898 0.032588249836909222 -0.033143526641978685 0.0025167009249541061 0.0029079605499784961 0.015825895324059498 -0.021432019519226093 0.029392372803096742 -0.026126914077465178
leaf_weight=0.001468603635626879 0.0012271661697303123 0.0011246004560470412 0.0011224506205193378 0.0011428491465733364 0.0010840401486873533 0.0018613381869441682 0.0012334100113674043 0.001556597447378104 0.0011149170508479231 0.0010788326369558115
leaf_count=214 279 336 745 929 57 584 153 270 179 164
internal_value=0 0.00124818 0.00302052 -0.000237008 0.00417916 -0.0108067 -0.00107609 -0.00538834 0.00223068 -0.0117706
internal_weight=0 0.0127876 0.011663 0.0101944 0.00719025 0.00300419 0.0060678 0.00483439 0.00327779 0.00216287
internal_count=3910 3631 3295 3081 1568 1513 823 670 400 221
is_linear=0
shrinkage=0.0980392


Tree=3342
num_leaves=14
num_cat=0
split_feature=158 47 50 1 43 52 0 12 4 15 1 4 12
split_gain=0.000101227 8.05539e-05 0.000110164 9.79055e-05 8.95522e-05 0.000109471 0.000104303 8.88211e-05 8.86868e-05 0.000126512 9.04513e-05 5.15606e-05 4.00449e-05
threshold=0.084965000000000027 0.13177500000000003 0.088425000000000017 0.11849500000000002 -0.17307499999999998 0.090640000000000012 -0.083674999999999986 0.086935000000000012 0.0057500000000000008 -0.095799999999999982 0.086560000000000012 -0.075239999999999987 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -10 -6 -7 -8
right_child=-2 -3 -4 -5 5 11 12 -9 9 -11 -12 -13 -14
leaf_value=0.00052443228636893109 -0.0006015246814751777 -0.00051036957185056331 -0.0005154136630331575 0.00058416943839415035 0.00011238426153090864 -0.00071529933070168389 0.00068182887781438454 -0.00055595469578566747 -5.3374606625690599e-05 0.00083310503474742369 -0.0006518933569610515 -9.7678197807670006e-05 0.00016889383010321884
leaf_weight=0.0013647608532259938 0.0010638202922400091 0.0010150754802850668 0.0011721800754164223 0.001496199494854294 0.0014536866664344181 0.0010595574072479273 0.0012454652892457511 0.0010786898227775083 0.0014622827147945522 0.0010732033833988908 0.0010082901584985079 0.0010199044701864604 0.0011037603998481809
leaf_count=157 423 82 638 302 398 190 437 318 76 82 131 316 360
internal_value=0 2.36635e-05 6.0951e-05 0.000111498 5.19165e-05 -9.47154e-06 8.99694e-05 -4.56846e-05 6.4456e-05 0.000321848 -0.000200622 -0.000412377 0.000440831
internal_weight=0 0.0155531 0.014538 0.0133658 0.0118696 0.0105048 0.00842538 0.00607615 0.00499746 0.00253549 0.00246198 0.00207946 0.00234923
internal_count=3910 3487 3405 2767 2465 2308 1802 1005 687 158 529 506 797
is_linear=0
shrinkage=0.00196078


Tree=3343
num_leaves=11
num_cat=0
split_feature=158 50 160 156 51 457 12 15 2 4
split_gain=2.68263e-05 4.74276e-05 4.88469e-05 5.70393e-05 5.28755e-05 7.72793e-05 6.44816e-05 7.43118e-05 8.89175e-05 8.15554e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085519999999999985 0.084330000000000016 0.08955500000000001 0.082870000000000013 0.097345000000000015 -0.017214999999999998 0.089710000000000012 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=0.023485512172628537 -0.015107151858786239 -0.018315580972807617 -0.036444613049857577 -0.02024332662596845 -0.017553529310473485 0.029949519241355155 0.018203653755741286 -0.0068413715440890331 0.0017643782633245183 0.026551721671614782
leaf_weight=0.0010680027759466587 0.0010928778587117579 0.0011345729387549864 0.0011444901088010907 0.0011249635638148339 0.0010553474156963739 0.0011782261871781706 0.0019028319032394631 0.0017163080498008082 0.0013018483321124417 0.0012744645132500027
leaf_count=350 488 655 227 364 182 174 327 601 310 232
internal_value=0 0.00121027 0.00309303 0.0010573 0.00356029 0.00617616 0.00236 -0.00318482 -0.0161112 0.0073885
internal_weight=0 0.0129011 0.0117665 0.0106985 0.00957352 0.00851817 0.00733994 0.00543711 0.00244634 0.00299077
internal_count=3910 3422 2767 2417 2053 1871 1697 1370 537 833
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=15
num_cat=0
split_feature=12 158 14 4 151 160 13 133 16 156 42 12 47 1
split_gain=0.000106758 9.11703e-05 0.000106121 0.000104551 0.000115984 0.000118656 8.71113e-05 8.52898e-05 0.000121754 0.000108894 0.000107592 0.000174292 7.479e-05 2.8933e-05
threshold=0.11655500000000001 0.084965000000000027 -0.13131999999999996 0.15927500000000003 0.056555000000000001 0.088785000000000017 -0.090929999999999983 0.089845000000000022 -0.091214999999999977 0.084330000000000016 0.091230000000000019 0.086935000000000012 0.09252500000000001 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 8 -4 10 11 12 13 -10
right_child=-2 -3 3 6 -6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00051412383497946102 -0.00062701113816755424 -0.00054785298120946973 -0.00043243768661796483 0.00083297999324746059 -0.00054433250487624868 0.00068028840918362224 0.00014212988583319394 -0.00047787408216746038 0.0004205737237720142 -0.00035698601853837678 0.00088562913199849403 -0.00043463736062580909 2.3121114592320629e-05 0.00088287040100091662
leaf_weight=0.0011395837129950332 0.0010242633960475559 0.0010029446426089569 0.0014175054253235666 0.0012453386568771025 0.0012308758285363213 0.0011705482783666852 0.0016075441609784621 0.0011668445477212635 0.001069234819704906 0.0011200745989076982 0.0010285067716091605 0.0012643142867308204 0.0011525627948610895 0.0010141778156840427
leaf_count=151 187 392 355 135 124 194 221 565 302 327 174 553 77 153
internal_value=0 2.52206e-05 6.20004e-05 0.000107318 2.48355e-05 9.2174e-05 0.000443699 1.76154e-05 8.92906e-05 0.00020052 0.000313465 0.000182702 0.000423899 0.000645614
internal_weight=0 0.0166301 0.0156271 0.0144875 0.0116346 0.0104038 0.00285288 0.00923322 0.00806638 0.00664887 0.0055288 0.00450029 0.00323598 0.00208341
internal_count=3910 3723 3331 3180 2824 2700 356 2506 1941 1586 1259 1085 532 455
is_linear=0
shrinkage=0.00196078


Tree=3345
num_leaves=10
num_cat=0
split_feature=1 0 15 16 2 457 3 3 47
split_gain=3.15942e-05 6.36784e-05 5.35241e-05 6.53949e-05 4.58967e-05 5.03068e-05 7.83986e-05 7.36679e-05 6.20935e-05
threshold=0.085990000000000011 -0.087614999999999985 0.085120000000000015 0.18936500000000003 0.11542500000000001 0.041935000000000007 0.090325000000000003 -0.078884999999999997 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -2 -9
right_child=4 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.020189071924149326 -0.017396849034591433 -0.020991222486862138 0.020630272123153704 0.010292389224893178 0.018203078703401356 0.016841814948171521 -0.024021023291551816 0.027114875329353458 -0.0050428411747281375
leaf_weight=0.0019959430942949139 0.0011616853768956835 0.0013664569679474978 0.0010861735509517237 0.0013076600163167112 0.0017639590232306221 0.001393350021127079 0.0014759687278884091 0.0013863680751505124 0.0010591943659021552
leaf_count=747 507 556 657 249 398 163 159 350 124
internal_value=0 -0.00575252 0.00191033 -0.00569334 0.0039029 8.09803e-06 -0.00460616 0.00333778 0.0131871
internal_weight=0 0.00575623 0.00376029 0.00267412 0.00824053 0.00647657 0.00508322 0.00360725 0.00244556
internal_count=3910 2209 1462 805 1701 1303 1140 981 474
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=12
num_cat=0
split_feature=52 160 133 12 12 52 4 1 16 3 0
split_gain=2.95398e-05 4.28621e-05 6.47303e-05 4.76835e-05 9.66324e-05 0.000107995 0.000129412 7.48312e-05 9.23275e-05 5.24195e-05 1.78953e-05
threshold=0.18936500000000003 -0.081069999999999989 -0.090054999999999982 0.10595000000000002 0.097345000000000015 0.048490000000000012 -0.034289999999999994 0.086560000000000012 -0.094359999999999986 0.090325000000000003 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9 -10 -7
right_child=-2 2 3 -5 -6 10 7 8 9 -11 -12
leaf_value=0.017608059362918354 -0.016028220190919235 -0.023660632975993655 -0.036342413862922113 -0.016859523168002481 0.032693988374523246 0.028287419509216885 0.019809476326084763 -0.026686691274371094 -0.009935373951397276 0.02077844934559523 0.010701249440748368
leaf_weight=0.0013703413344381488 0.0010311987500184272 0.0010733382910509742 0.0011226746193893147 0.0011897336087341318 0.0010050687923741928 0.001044039634184988 0.0013905028466063714 0.0013924704916835327 0.0010454801656544473 0.0010919393386541049 0.0011901401123239415
leaf_count=469 449 457 585 253 202 265 391 245 248 86 260
internal_value=0 0.00121474 -0.000731007 0.00161918 0.00398763 0.000501947 -0.00630713 0.000545947 -0.00704239 0.00575534 0.0189193
internal_weight=0 0.0129157 0.0115454 0.010472 0.00928232 0.00827725 0.00604307 0.00492039 0.00352989 0.00213742 0.00223418
internal_count=3910 3461 2992 2535 2282 2080 1555 970 579 334 525
is_linear=0
shrinkage=0.0980392


Tree=3347
num_leaves=14
num_cat=0
split_feature=158 159 457 16 15 15 12 16 42 13 16 16 3
split_gain=0.000101107 0.000109486 7.87444e-05 9.39463e-05 0.00013409 0.000139224 8.46268e-05 7.319e-05 9.55121e-05 0.000101669 7.88954e-05 0.000160726 4.59151e-05
threshold=0.085745000000000002 0.08764000000000001 -0.068264999999999978 -0.48509999999999992 -0.14097499999999996 -0.10071499999999999 0.10371500000000002 0.22945500000000005 0.088915000000000008 -0.0101 -0.094359999999999986 -0.072804999999999981 -0.079784999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 9 12 -11 -12 -7
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 11 -13 -14
leaf_value=-0.00054638364012627881 -0.00061236846111343266 0.00057645145406094354 0.00046152610275201227 -0.0006679438539592276 0.00062122833409689624 6.2412214997112166e-05 -0.0005709163219929298 0.0003362877193682909 -0.00063624579513817114 -0.00063078186806360935 0.00052668635301624195 -0.00046352259599317073 0.00064409477391950975
leaf_weight=0.0010447047791108622 0.0010361703119454507 0.0012518126528254644 0.0015827297844337633 0.0012025236006493406 0.0013118981115282135 0.0010445136604277719 0.0011015916158180093 0.0019897565598838993 0.0010461485729508467 0.0010922991765378882 0.0011842153692760496 0.0013471561013222292 0.0010423939858291869
leaf_count=250 410 291 213 281 103 504 284 341 492 66 292 216 167
internal_value=0 1.93642e-05 -2.71583e-05 1.17394e-05 -4.58453e-05 2.11879e-05 -5.87457e-05 5.76052e-06 -9.15749e-05 8.20603e-06 -0.00019034 -2.87283e-07 0.000352958
internal_weight=0 0.0162417 0.0149899 0.0139452 0.0123625 0.01116 0.00984808 0.00874648 0.00675673 0.00571058 0.00362367 0.00253137 0.00208691
internal_count=3910 3500 3209 2959 2746 2465 2362 2078 1737 1245 574 508 671
is_linear=0
shrinkage=0.00196078


Tree=3348
num_leaves=14
num_cat=0
split_feature=1 3 13 4 15 52 49 47 51 43 12 12 3
split_gain=0.000120686 0.000118078 9.49385e-05 0.000112703 8.76085e-05 7.38387e-05 6.43764e-05 0.000107346 8.19567e-05 5.9778e-05 5.58411e-05 6.67647e-05 5.13137e-05
threshold=0.088010000000000019 -0.15464999999999998 -0.094679999999999986 -0.034289999999999994 -1.0000000180025095e-35 -0.068164999999999989 -0.07107999999999999 0.09252500000000001 0.08955500000000001 -0.074254999999999988 0.086865000000000012 0.092365000000000017 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -3 -5 8 12 -9 -6 -12 -8
right_child=2 4 3 6 10 -7 7 9 -10 -11 11 -13 -14
leaf_value=0.00043818919239743378 0.0005299908953176458 -0.00026727080262046971 -0.00043880185823303868 -0.00028303191805833741 -0.00044544480495023952 -0.00096852487450629519 0.00037947682891698601 0.00024346040065172439 1.9096842137626894e-05 -0.00040223457058122827 0.0003191020638975687 -0.00024440449282983064 0.0009862552463370429
leaf_weight=0.0010125273986335498 0.0018995128788771585 0.0012569648726385892 0.0015165981024271658 0.0010744739535162636 0.0014378250634797156 0.0010676129406616396 0.0010410115180888532 0.0010689750233991839 0.0010309112006338592 0.0011381847399618561 0.0015163213905883648 0.0017313887841166158 0.0011041989135527341
leaf_count=92 267 417 532 132 445 639 336 77 50 116 396 336 75
internal_value=0 -0.000187725 0.000136047 4.22088e-05 -0.000278131 -0.000589337 0.000155174 0.000242637 0.000473454 -8.95106e-05 -0.000123736 1.86907e-05 0.000691802
internal_weight=0 0.00802264 0.00987387 0.00797435 0.00701011 0.00232458 0.00645776 0.00538328 0.00317612 0.00220716 0.00468554 0.00324771 0.00214521
internal_count=3910 2325 1585 1318 2233 1056 786 654 461 193 1177 732 411
is_linear=0
shrinkage=0.00196078


Tree=3349
num_leaves=13
num_cat=0
split_feature=158 457 16 151 150 15 156 1 15 4 4 2
split_gain=0.000118579 9.88027e-05 0.000109376 0.000125783 0.000126335 9.06191e-05 0.00011414 0.000143317 0.000146021 7.40643e-05 0.000122143 0.000103343
threshold=0.085745000000000002 -0.068264999999999978 -0.48509999999999992 0.056555000000000001 0.082965000000000025 -0.14097499999999996 0.084330000000000016 0.10871500000000002 0.088615000000000013 -1.0000000180025095e-35 -0.49837999999999999 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 10 -7 -12
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.00055724318334800379 -0.00064913060068118647 0.00053768194688400461 -0.00047783170199154542 -0.00065185647648274641 0.00057734044530042183 -0.00030044121610798099 -0.00054813972300060394 0.00059677870023129229 -0.0006757190455919912 -0.00028424262341273298 3.6431296127939733e-05 0.00077026094195433836
leaf_weight=0.0010397816633626556 0.0010603009471256931 0.0016909181310312141 0.0014026129654473437 0.00102423525174137 0.0016004009584502108 0.0011279388079809662 0.0010679320972522477 0.0019610649315108877 0.001054784705931967 0.001314592352775164 0.0012905043340517854 0.0017227897166541017
leaf_count=274 410 224 314 96 243 73 282 160 665 311 599 259
internal_value=0 2.7584e-05 6.74386e-05 8.82934e-06 6.27812e-05 -1.24779e-05 5.59433e-05 0.000132094 -7.87457e-06 0.000121241 0.000249958 0.000455984
internal_weight=0 0.0162976 0.0152578 0.0135669 0.0125426 0.0109422 0.00953961 0.00847167 0.00651061 0.00545583 0.00414123 0.00301329
internal_count=3910 3500 3226 3002 2906 2663 2349 2067 1907 1242 931 858
is_linear=0
shrinkage=0.00196078


Tree=3350
num_leaves=15
num_cat=0
split_feature=158 159 12 457 16 151 15 48 2 12 13 12 52 4
split_gain=0.000181365 0.000118933 7.49991e-05 9.01709e-05 9.43656e-05 0.000141291 0.000136184 0.000186725 0.000108763 9.3267e-05 0.000106486 0.00010745 8.50261e-05 5.92976e-05
threshold=0.085745000000000002 0.08764000000000001 0.10673000000000001 -0.068264999999999978 -0.48509999999999992 0.056555000000000001 -0.11739999999999999 0.016865000000000002 0.093240000000000003 0.097345000000000015 -0.021089999999999994 0.051320000000000005 0.0053050000000000007 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 9 -9 10 12 13 -8 -12
right_child=-2 -3 -4 4 5 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.00051418643436543254 -0.00076860535460908255 0.00060409097363757036 -0.00044225736200656572 0.00052962130709723033 -0.00058544694048358152 -0.00067045194253759286 -0.00083133052669006626 0.0010063074593350825 0.00016995858077743363 0.00052030923472332915 7.3704521319987515e-05 -0.00037010201758909828 -4.4531253143322945e-05 0.00069489898758478966
leaf_weight=0.0010837989643567554 0.0011594563135809031 0.0012949038500614215 0.0014303246459150985 0.0015432699843225687 0.0010532327255393286 0.0010553236759454155 0.0011056651264958503 0.0013208731390553959 0.001092079593968634 0.0010883815675826018 0.001387628081605417 0.0012491461889331972 0.0010108289572711912 0.0010288457769423859
leaf_count=244 410 291 304 197 247 90 490 122 155 213 132 533 448 34
internal_value=0 3.32898e-05 -1.45524e-05 2.90851e-05 7.46038e-05 1.29628e-05 8.2736e-05 0.000158543 0.000627784 -6.25644e-06 -0.000105373 9.68204e-05 -0.000455558 0.000338186
internal_weight=0 0.0167443 0.0154494 0.0140191 0.0129353 0.011392 0.0103367 0.00928345 0.00241295 0.0068705 0.00578211 0.00366562 0.00211649 0.00241647
internal_count=3910 3500 3209 2905 2661 2464 2374 2127 277 1850 1637 699 938 166
is_linear=0
shrinkage=0.00196078


Tree=3351
num_leaves=9
num_cat=0
split_feature=1 13 0 4 3 47 151 15
split_gain=3.40109e-05 5.95407e-05 5.55121e-05 9.61082e-05 5.84219e-05 5.26384e-05 9.75337e-05 0.000131994
threshold=0.088010000000000019 -0.080649999999999986 -0.084074999999999997 -0.00027999999999999998 -0.089604999999999976 0.096175000000000024 -0.024429999999999997 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 -3 -8
right_child=1 5 4 -5 -6 -7 7 -9
leaf_value=-0.040038387328324848 0.019543693367817722 0.030469093979419794 0.015536680409763297 -0.0014121579810881489 -0.0097042363320669171 -0.01592712437383477 0.020145415752445783 -0.021998831382272894
leaf_weight=0.0010500496629602147 0.001935012251801582 0.0011209240761629498 0.0017771964140932753 0.0016664830096558808 0.0018945213817643074 0.0016336044163085851 0.0012948434977828769 0.0017442133062595504
leaf_count=827 484 193 326 386 786 198 182 528
internal_value=0 0.00435612 -0.00550523 -0.0163428 0.00251295 -0.000716408 0.00525677 -0.00404254
internal_weight=0 0.0077286 0.00638825 0.00271653 0.00367172 0.00579359 0.00415998 0.00303906
internal_count=3910 1585 2325 1213 1112 1101 903 710
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=15
num_cat=0
split_feature=403 484 403 3 52 1374 48 457 1 3 2 47 15 43
split_gain=0.000158452 0.00012895 0.000147884 0.000134956 0.000102461 0.000116756 0.000127453 0.000129216 9.92268e-05 0.000227797 8.5586e-05 8.34986e-05 7.64376e-05 6.00002e-05
threshold=-1.0000000180025095e-35 -0.0043499999999999988 0.09389500000000002 -0.15464999999999998 0.16064500000000001 -0.094679999999999986 -1.0000000180025095e-35 0.082870000000000013 0.10386500000000001 0.090325000000000003 0.085155000000000022 0.084155000000000021 -1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 9 10 -8 -10 -12 -13
right_child=1 2 -4 4 -6 6 7 -9 11 -11 12 13 -14 -15
leaf_value=-0.00077043335554030624 -0.00057654122632755118 0.00074595087827597636 -0.00062505477959452717 -0.00051876293566986687 -0.00050843009856308568 -0.00048321590969254693 -0.00012221458859089382 0.00089646704545867282 0.00075195858142138462 -0.00070785140840921531 1.381316863397356e-05 0.00049026545539092032 0.00067353548278415441 -0.00016781335743639285
leaf_weight=0.0010136921006974322 0.0012630919856973398 0.0012321580469611083 0.0010860398592923417 0.0010193237372829742 0.0010893150021119803 0.0010382152268617077 0.0017960519012624127 0.0010303599670338252 0.0016197266430802134 0.0013248055947506776 0.0010871025179057595 0.0010656082437192889 0.0017821324657096779 0.0010650634583924121
leaf_count=930 544 194 285 68 308 170 252 104 341 84 325 58 174 73
internal_value=0 2.69265e-05 7.3874e-05 0.000123978 6.89134e-05 0.000117938 0.000172896 0.00023614 0.00016629 9.69543e-06 0.000213458 0.0004164 0.000423578 0.00016131
internal_weight=0 0.017499 0.0162359 0.0151499 0.0139177 0.0128284 0.0118091 0.0107709 0.00974049 0.00599009 0.00466529 0.0037504 0.00286923 0.00213067
internal_count=3910 2980 2436 2151 1957 1649 1581 1411 1307 835 751 472 499 131
is_linear=0
shrinkage=0.00196078


Tree=3353
num_leaves=14
num_cat=0
split_feature=484 1429 160 133 15 133 40 160 2 42 0 43 16
split_gain=9.29948e-05 9.61902e-05 0.000105409 0.000160766 0.00013329 0.000101422 0.000156609 0.000108875 0.000122132 0.000127425 9.63425e-05 8.70643e-05 6.78951e-05
threshold=-0.0043499999999999988 0.059810000000000009 -0.080734999999999987 -0.0023199999999999996 0.085120000000000015 0.10681500000000001 -0.034699999999999988 0.10150000000000002 0.10393500000000001 0.088235000000000022 -0.10575999999999998 -0.020804999999999997 -0.16268499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 9 10 -8 -12 -10
right_child=1 -3 3 5 -6 -7 7 -9 12 -11 11 -13 -14
leaf_value=-0.00053621460855500058 -0.0004716354661424985 0.00060238234833221728 -0.00094391069684861555 0.00090549997609847628 3.7790781974032221e-05 -0.00041160803750585014 0.00053490048998337412 -0.00045539696609904625 -0.00050843846902885877 0.00078932416484919538 -0.00050896150526015798 0.00022234797005302135 0.0001759305947650019
leaf_weight=0.0011945509903975122 0.0016854229669689266 0.0010576597682505065 0.0010511910574205812 0.0010850042711002339 0.0010760508902119409 0.0011565100841236667 0.0016151683350521073 0.0011187938025770958 0.0012100202682489023 0.0017437660761278053 0.0010550620244147799 0.0015386603200192015 0.0010332527618812822
leaf_count=612 539 273 445 255 386 408 86 91 112 170 163 157 213
internal_value=0 3.04163e-05 -8.94538e-06 4.80451e-05 -0.000447324 0.000139231 0.000200488 0.000118366 0.000196688 0.000343625 0.00015897 -7.51306e-05 -0.000193218
internal_weight=0 0.0164266 0.0153689 0.0136835 0.00212724 0.0115562 0.0103997 0.00931472 0.00819593 0.00595266 0.00420889 0.00259372 0.00224327
internal_count=3910 3298 3025 2486 831 1655 1247 992 901 576 406 320 325
is_linear=0
shrinkage=0.00196078


Tree=3354
num_leaves=13
num_cat=0
split_feature=403 484 3 52 48 157 2 12 16 2 16 3
split_gain=9.74703e-05 0.000104586 9.38155e-05 0.000125388 5.35319e-05 9.36902e-05 9.51815e-05 0.0001903 0.000148807 0.000126099 9.44762e-05 0.000100474
threshold=0.09389500000000002 -0.0043499999999999988 -0.15464999999999998 0.16064500000000001 -1.0000000180025095e-35 -0.07453499999999999 0.086545000000000025 0.097345000000000015 -0.089864999999999987 0.11835000000000002 -0.09601999999999998 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 -7 10 -8 -12
right_child=-2 2 3 -5 5 6 9 -9 -10 -11 11 -13
leaf_value=-0.00052911616998434436 -0.00058655845135612255 0.00057552831258440114 -0.00033509510385519369 -0.00062907993368478416 0.00063155608375359848 -0.0010492077784309648 0.00069073960527091575 0.00049252928679440844 -0.00012766974154598888 -0.00038238400602364528 0.00047551373035436694 -0.00015995010416548075
leaf_weight=0.001225489546124974 0.0010745471596697647 0.0012746470527882576 0.0011352891790698495 0.0010583870899833836 0.0011946900119105689 0.0010211380357468998 0.001790974462295725 0.0011648107722891654 0.0019798888412046207 0.001195069487215086 0.0018404523688380883 0.001991953060627162
leaf_count=590 307 223 180 340 285 243 164 111 561 266 521 119
internal_value=0 2.25012e-05 6.57036e-05 2.04895e-05 7.21255e-05 0.000110085 5.33684e-05 -0.000180145 -0.000441235 0.000196037 0.000318962 0.000145221
internal_weight=0 0.0168728 0.0156473 0.0143727 0.0133143 0.012179 0.0109843 0.00416584 0.00300103 0.00681845 0.00562338 0.00383241
internal_count=3910 3603 3013 2790 2450 2270 1985 915 804 1070 804 640
is_linear=0
shrinkage=0.00196078


Tree=3355
num_leaves=13
num_cat=0
split_feature=158 457 16 151 15 15 2 0 16 2 0 0
split_gain=0.000110789 8.27055e-05 0.000117855 0.000103239 0.000136756 0.000137174 0.000109148 0.000101032 0.000138892 9.25716e-05 7.07246e-05 8.38108e-05
threshold=0.084965000000000027 -0.068264999999999978 -0.48509999999999992 0.056555000000000001 -0.14097499999999996 -0.091024999999999981 0.086650000000000019 -0.084304999999999977 -0.014099999999999998 0.10137500000000001 -0.070894999999999986 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -7 10 -9 -12
right_child=-2 2 3 -5 5 7 -8 9 -10 -11 11 -13
leaf_value=-0.00050343897165395991 -0.00061400986892788537 0.00054350398011843257 -0.00052291535095099937 -0.00057758421829053432 0.00018752195525091714 -0.00073995977355038119 0.0010272977763988536 1.9554294641579575e-07 0.00017465062668809369 -0.00021295531067283985 0.00091138719469581019 0.0002050481753786247
leaf_weight=0.0010455825046597469 0.0010928620658866217 0.0017641435899263978 0.0014034963584419928 0.001077056291733317 0.0014304799249389866 0.0013750391051809993 0.0010188633249437256 0.0017845649993938097 0.0011915108296974032 0.0019285383801337045 0.0011237703952527989 0.001518650412233453
leaf_count=273 423 215 319 96 105 493 203 807 239 407 167 163
internal_value=0 3.04424e-05 6.61886e-05 5.39918e-06 5.45507e-05 0.000125823 0.000536847 1.29866e-05 -0.000315355 0.000145581 0.000301771 0.00050544
internal_weight=0 0.0166617 0.0156161 0.013852 0.0127749 0.0113714 0.00244934 0.00892207 0.00256655 0.00635552 0.00442699 0.00264242
internal_count=3910 3487 3214 2999 2903 2584 308 2276 732 1544 1137 330
is_linear=0
shrinkage=0.00196078


Tree=3356
num_leaves=11
num_cat=0
split_feature=1 4 12 16 52 0 1 16 43 13
split_gain=3.04385e-05 5.90053e-05 5.53202e-05 4.62085e-05 0.000101438 6.32757e-05 0.000117044 5.58448e-05 4.83391e-05 4.53064e-05
threshold=0.085990000000000011 -0.082054999999999975 0.085185000000000025 -0.055679999999999993 -0.014099999999999998 -0.19631499999999999 0.11368000000000002 -0.090809999999999988 -0.047174999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 5 8 -2 7 -7 -5 -1
right_child=3 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0085168331658566892 -0.0056388969597397825 -0.0337565791342401 -0.0054463126737252891 0.022312614738380525 -0.029967237654823203 -0.0103317395579291 0.043610490269925667 0.021663763316156111 -0.0073943971685663636 0.016720210415799876
leaf_weight=0.0013606621801140551 0.0017655640443652865 0.0010621650962161938 0.00197117161365876 0.0010643902921179467 0.0011198129710610944 0.0011978120095491641 0.0011498304668863496 0.0010017211296236511 0.0011284735217903085 0.0014906592472736162
leaf_count=430 130 450 1129 287 235 182 323 267 277 200
internal_value=0 -0.00565115 -0.0153595 0.0037213 -0.00547978 0.00968037 0.0177557 0.00423979 0.00702504 0.00467699
internal_weight=0 0.00588466 0.00303334 0.0084276 0.00331268 0.00511493 0.00334936 0.00219953 0.00219286 0.00285132
internal_count=3910 2209 1579 1701 799 902 772 449 564 630
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=11
num_cat=0
split_feature=4 0 157 160 42 43 43 4 150 1
split_gain=3.03184e-05 6.75266e-05 5.31917e-05 8.33014e-05 7.4004e-05 8.33047e-05 9.58707e-05 6.46482e-05 6.33497e-05 8.48397e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.077044999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.08768999999999999 0.24280000000000004 0.083205000000000015 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 -7
right_child=1 -3 3 4 5 7 -8 -9 -10 -11
leaf_value=-0.016503067186225902 0.018140305112852462 0.022733817714429116 -0.024948882358680147 -0.018856003477781491 -0.0017540496718272793 -0.0028633014504670191 0.039496350146072973 0.018061497049941044 0.008910443864063226 -0.03949213414164033
leaf_weight=0.0010463762042635391 0.0012711795546857816 0.0013094615211555272 0.0015476307926911232 0.0016713301231642335 0.0010485011356168631 0.0015556430717501004 0.0012178136549746816 0.0011696527605007034 0.0013501396980033359 0.001065418545344303
leaf_count=176 404 239 796 845 196 539 257 197 85 176
internal_value=0 0.00118035 -0.00119191 -0.00350458 0.000151078 0.00443978 0.020412 -0.00260149 -0.00868744 -0.0177523
internal_weight=0 0.0132068 0.0118973 0.0106261 0.0090785 0.00740717 0.00226631 0.00514085 0.0039712 0.00262106
internal_count=3910 3734 3495 3091 2295 1450 453 997 800 715
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=10
num_cat=0
split_feature=158 50 160 156 133 2 43 3 4
split_gain=2.87249e-05 4.49693e-05 4.956e-05 4.55305e-05 4.98419e-05 8.77503e-05 4.88622e-05 0.000107057 0.000181387
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085519999999999985 0.084330000000000016 -0.0056849999999999991 0.11339500000000001 -0.089949999999999988 -0.074234999999999982 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9
right_child=-2 -3 3 -5 5 -7 7 8 -10
leaf_value=0.022812833126390878 -0.015256053362681035 -0.0174822241389615 -0.014382844237144572 -0.017544069556803682 -0.0026497274325306174 -0.015545302908813764 0.037150160813919857 -0.016980079639060761 0.028361014274521208
leaf_weight=0.001096645994435568 0.0011086702279552501 0.0011334872339913852 0.0013460358262749684 0.001145267992987053 0.0019157563450807021 0.0014986815849785022 0.0015490249079925036 0.0016700125828883515 0.0017230225990065929
leaf_count=350 488 655 646 364 317 292 445 201 152
internal_value=0 0.00117999 0.00295097 0.000943055 0.00312524 0.00594538 0.0106419 0.0157943 0.00604465
internal_weight=0 0.0130779 0.0119444 0.0108478 0.00970253 0.0083565 0.00685782 0.00494206 0.00339304
internal_count=3910 3422 2767 2417 2053 1407 1115 798 353
is_linear=0
shrinkage=0.0980392


Tree=3359
num_leaves=11
num_cat=0
split_feature=133 160 474 42 133 43 4 1 48 12
split_gain=3.2709e-05 4.99671e-05 0.000181887 5.99259e-05 6.40386e-05 8.56442e-05 4.68895e-05 9.82892e-05 5.48605e-05 3.78022e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.084655000000000022 -1.0000000180025095e-35 0.093845000000000026 -0.074254999999999988 0.0057500000000000008 0.087225000000000011 0.092250000000000013 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 9 7 -7 -8 -5
right_child=1 3 -4 4 -6 6 8 -9 -10 -11
leaf_value=0.012628089446200853 -0.031986546548423714 -0.015993796183936697 0.019314709231800533 0.035451507439284199 -0.017057895164680176 0.011625785602255755 0.020483715659364684 -0.029887660578662219 -0.0073986215427312169 0.010798128031702931
leaf_weight=0.0016501657866776582 0.001744180278038604 0.001530524563564741 0.0010071607922975566 0.0011659403379604867 0.0010821154521094946 0.0010122872661786613 0.0016020371396175829 0.001098858916892714 0.0010992616617025996 0.0011329226583893792
leaf_count=604 817 618 269 379 343 189 195 285 77 134
internal_value=0 -0.00177135 -0.0132071 0.00146435 0.00472551 0.00804026 0.000749923 -0.00998211 0.00913733 0.0233019
internal_weight=0 0.0124753 0.00275134 0.00972395 0.00819342 0.00711131 0.00481244 0.00211115 0.0027013 0.00229886
internal_count=3910 3306 1086 2220 1602 1259 746 474 272 513
is_linear=0
shrinkage=0.0961169


Tree=3360
num_leaves=11
num_cat=0
split_feature=1 0 2 15 15 16 16 15 16 2
split_gain=3.39015e-05 8.58058e-05 5.5474e-05 6.32324e-05 0.000134109 5.6472e-05 6.55607e-05 5.02594e-05 7.22355e-05 3.42291e-05
threshold=0.076710000000000014 -0.087614999999999985 0.11542500000000001 0.035895000000000003 -0.0071449999999999994 -0.09601999999999998 0.05259500000000001 0.085120000000000015 0.18936500000000003 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 9 8 -3 -7
right_child=2 7 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.027581720583273663 0.012415850993065192 -0.023833120286524456 0.01931199605553946 -0.020206231428063409 0.036130993839704702 -0.0058856678905589493 0.010313200847339946 0.019692955820297023 0.010739432869885251 -0.030458687287684184
leaf_weight=0.0014134503991949554 0.0016237528519517982 0.001195301776723199 0.0017873756131506413 0.0013145075519873615 0.0010690273321947268 0.0010046324620557028 0.0010582967634092224 0.0010681766386185969 0.0012223985231273097 0.0013008928127057964
leaf_count=630 260 513 398 497 258 204 151 641 224 134
internal_value=0 -0.00679884 0.00350711 -0.000325317 0.00398958 -0.00289955 -0.0102925 0.00162818 -0.00635311 -0.019751
internal_weight=0 0.00489933 0.00915849 0.00737111 0.0060566 0.00498757 0.00336382 0.00348588 0.0024177 0.00230553
internal_count=3910 2008 1902 1504 1007 749 489 1378 737 338
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=14
num_cat=0
split_feature=4 13 130 133 160 474 15 4 12 150 0 13 15
split_gain=0.000107022 0.000111345 0.000125974 0.000191791 0.000169613 0.000196365 0.000113162 0.000221752 0.000149052 8.25461e-05 0.000113517 8.63828e-05 6.68507e-05
threshold=-0.51381999999999983 -0.45122499999999993 -0.081969999999999987 -0.0056849999999999991 -1.0000000180025095e-35 0.084655000000000022 -0.106555 -0.0017649999999999999 0.092365000000000017 0.09833500000000002 -0.10209999999999998 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 8 12 10 -9 -12 -8
right_child=1 2 3 4 6 -7 7 9 -10 -11 11 -13 -14
leaf_value=-0.00062795479603975409 0.00062171471119959194 0.00063945183462451346 -0.00066705146150217631 -0.00076515371370397967 0.00060967432736825158 0.00025815857448356643 0.00095517573070792164 -0.00093134799669017843 -0.00020712475223176488 0.00015665201761291982 -0.00052219142633163642 0.00024281606039565243 0.00030739103240282588
leaf_weight=0.0010283748700411514 0.0011174075251253216 0.001045141310341678 0.001788600768807865 0.0019377920573252086 0.00165567673423368 0.0011481069283850367 0.0014397907676252514 0.0010478648175833022 0.0010277389126531434 0.0015009447432231043 0.0011702661421640543 0.001101745940721719 0.0010659673364772637
leaf_count=80 109 158 934 704 283 225 336 74 419 106 158 71 253
internal_value=0 2.33891e-05 -1.85813e-05 -6.47862e-05 1.74695e-05 -0.000384431 0.000141368 4.85581e-05 0.000421693 -0.000224937 -0.000397457 -0.000151223 0.000679604
internal_weight=0 0.017047 0.0159296 0.0148845 0.0130959 0.0030859 0.01001 0.00835432 0.0035335 0.00482082 0.00331988 0.00227201 0.00250576
internal_count=3910 3830 3721 3563 2629 929 1700 1417 1008 409 303 229 589
is_linear=0
shrinkage=0.00196078


Tree=3362
num_leaves=11
num_cat=0
split_feature=15 15 131 40 13 4 160 52 2 4
split_gain=3.00003e-05 7.09886e-05 5.18179e-05 5.9563e-05 8.36836e-05 9.26906e-05 9.4813e-05 6.76733e-05 5.55294e-05 7.48862e-05
threshold=-0.24219999999999997 -0.11739999999999999 0.088495000000000004 -0.065259999999999999 -0.09547499999999999 -0.23071499999999998 -0.026849999999999995 0.089525000000000007 0.094010000000000024 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 8 9 -8
right_child=1 2 -4 4 5 6 7 -9 -10 -11
leaf_value=0.015143635923260923 -0.025385680218744593 -0.019193990540258471 -0.018589673694767925 0.024863162917400497 -0.023511538806420922 0.031011531803209671 -0.012560894344838746 0.022754959307926498 -0.024019296726894412 0.017085082641124277
leaf_weight=0.001142019836454595 0.0010890953433569132 0.0010524313747240508 0.0011945670544567808 0.0017347962636507742 0.0012412671872730555 0.0011695021680732162 0.0017477871093812703 0.0010382911082890828 0.0011111742946263515 0.0015410979619610412
leaf_count=317 297 211 472 279 230 552 849 304 311 88
internal_value=0 -0.00143384 0.000771045 0.00294545 0.00537663 0.00106975 0.00568728 0.000241372 -0.00507121 0.00133055
internal_weight=0 0.01292 0.0118309 0.0106363 0.00958392 0.00784912 0.00660785 0.00543835 0.00440006 0.00328889
internal_count=3910 3593 3296 2824 2613 2334 2104 1552 1248 937
is_linear=0
shrinkage=0.0980392


Tree=3363
num_leaves=12
num_cat=0
split_feature=484 403 403 160 42 13 160 2 12 43 3
split_gain=9.75719e-05 8.93988e-05 0.00011768 0.000160411 0.000134862 0.000110097 0.000103182 0.000131155 0.000206362 0.000138033 0.000145386
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 0.076210000000000014 0.099550000000000013 0.10393500000000001 0.09112000000000002 -0.074254999999999988 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -9 -6 -11
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00055962877321068846 -0.00059705415933296562 -0.00054034167616190507 0.00066041295027523641 -0.00046281451406324312 0.00077484925151860356 0.00068539672567229104 -0.00044720887447905096 0.00020161856249916208 -0.00089194535305512984 -0.00023908308163537903 0.00055335338073951102
leaf_weight=0.0011838735050483584 0.0014887507644254288 0.0010133797524445451 0.001163366266588862 0.001524126883237934 0.0018738544603597554 0.0013437752089697818 0.0012176653288639124 0.0019578030378578958 0.0010034902378889335 0.0019727976812503297 0.0016219650818458295
leaf_count=612 554 285 152 712 334 169 119 308 101 459 105
internal_value=0 2.35109e-05 6.11831e-05 1.14036e-05 8.37813e-05 0.000159576 8.63359e-05 0.000163404 -0.000168956 0.00034338 0.000118466
internal_weight=0 0.016181 0.0151676 0.0140042 0.0125155 0.0109914 0.00964758 0.00842991 0.00296129 0.00546862 0.00359476
internal_count=3910 3298 3013 2861 2307 1595 1426 1307 409 898 564
is_linear=0
shrinkage=0.00196078


Tree=3364
num_leaves=10
num_cat=0
split_feature=1 4 13 13 49 42 15 3 4
split_gain=2.95434e-05 6.08996e-05 4.89824e-05 7.31696e-05 4.70385e-05 6.71353e-05 7.36373e-05 0.000116253 4.82871e-05
threshold=0.085990000000000011 -0.15796999999999997 -0.084084999999999979 -0.0101 -0.045004999999999996 0.090325000000000003 -0.017214999999999998 0.10420500000000001 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 7 -6 -2
right_child=4 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.0087085584713450619 0.00039458286198460325 -0.030053736833429184 0.014275115764898528 -0.019410192230554565 0.013043547666484981 -0.024304619121617382 0.022590699946637524 -0.023278839154756183 0.029930739538391635
leaf_weight=0.0019704300716662051 0.0010359301485555283 0.0011628126340163312 0.0011015032858948232 0.0015553798413317755 0.0018846067863499576 0.001014079989615637 0.0014852273819414936 0.0016549469822297015 0.0011885744399469055
leaf_count=146 219 684 719 660 308 423 429 193 129
internal_value=0 -0.00557041 -0.0129364 -0.00544478 0.00374495 -0.000834228 0.00390247 -0.00393928 0.016176
internal_weight=0 0.00579013 0.0038197 0.00265688 0.00826337 0.00603886 0.00502478 0.00353955 0.0022245
internal_count=3910 2209 2063 1379 1701 1353 930 501 348
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=14
num_cat=0
split_feature=158 159 157 48 48 51 133 49 160 0 4 12 0
split_gain=0.000104797 0.000104593 6.54379e-05 7.05668e-05 0.000115058 0.000118646 9.51414e-05 9.42663e-05 0.000119093 9.31835e-05 9.96992e-05 0.000118131 4.97373e-05
threshold=0.085745000000000002 0.08764000000000001 -1.0000000180025095e-35 0.11930500000000001 0.097140000000000018 0.08955500000000001 -0.0023199999999999996 -0.085974999999999982 0.069910000000000014 -0.10071499999999999 -0.030814999999999995 0.091555000000000011 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 9 12 11 -11 -9
right_child=-2 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0004750598585881362 -0.00060075256856737642 0.00058079481174304435 -0.00032300303099176697 -0.00047089041013956273 0.00069872162969967459 -0.0005413219970964655 -0.00039513790429689777 0.00017573887237918288 0.00080597579756936798 0.000618075047081204 -0.00045599908862663826 -0.0002263367348565097 0.00075941433262049097
leaf_weight=0.0010907048463928279 0.0010702210916327523 0.0012365637317246847 0.0018473380930977947 0.001024815069807926 0.0010105487457355957 0.0013337443399092418 0.001006502411610836 0.0011772338851874877 0.0012143648159266308 0.0012520741665094665 0.0014465689725202671 0.0012965626248404791 0.0010728306686551554
leaf_count=521 410 291 732 121 155 265 113 129 133 287 327 385 41
internal_value=0 3.29989e-05 -1.28531e-05 2.39917e-05 6.40589e-05 8.99366e-06 8.01608e-05 0.000168132 0.000244132 0.000134885 -4.48583e-05 0.000188499 0.000454035
internal_weight=0 0.0160099 0.0147733 0.0136826 0.0126578 0.0116472 0.0103135 0.00846614 0.00745964 0.00624527 0.00399521 0.00254864 0.00225006
internal_count=3910 3500 3209 2688 2567 2412 2147 1415 1302 1169 999 672 170
is_linear=0
shrinkage=0.00196078


Tree=3366
num_leaves=13
num_cat=0
split_feature=453 4 158 156 151 15 48 49 15 16 4 2
split_gain=9.85007e-05 0.000108466 0.000124582 9.57953e-05 0.000106882 9.03729e-05 0.000112608 0.00010041 7.55337e-05 6.25021e-05 0.000111166 9.69967e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.081110000000000015 0.084330000000000016 -0.051109999999999996 -0.10469999999999999 0.093225000000000016 -0.07107999999999999 0.088615000000000013 -0.094359999999999986 -0.08422499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 -9 -11 -12
right_child=-2 -3 -4 -5 5 6 -8 8 -10 10 11 -13
leaf_value=0.00055883987238268757 -0.00059688485332339003 0.00047428097244785227 -0.00070327529198970483 -0.00047756750133234795 -0.00050775949810122247 -0.00055356873303822479 0.00059644788744994475 -0.00026279497267884741 -0.00037505514786223993 -0.00012067577151876244 0.00015160941550804453 0.00084162798221752895
leaf_weight=0.0014819469741825129 0.0010692229643839693 0.0017823258066194851 0.0010074940122678502 0.0013939650344314157 0.0012092507054887397 0.0011764126138181352 0.0013068032901568461 0.0011504568871143249 0.0012639291603921167 0.001984003441776204 0.0016874053431931103 0.0014617275841433991
leaf_count=339 99 404 383 455 176 94 161 188 670 401 174 366
internal_value=0 1.67814e-05 -3.7136e-05 1.04084e-05 6.38768e-05 -1.38211e-06 5.9664e-05 -2.07437e-05 6.23064e-05 0.000150281 0.000242861 0.000471894
internal_weight=0 0.0169057 0.0151234 0.0141159 0.0127219 0.01124 0.0100307 0.00872394 0.00754752 0.00628359 0.00513314 0.00314913
internal_count=3910 3811 3407 3024 2569 2230 2054 1893 1799 1129 941 540
is_linear=0
shrinkage=0.00196078


Tree=3367
num_leaves=14
num_cat=0
split_feature=158 159 11 457 48 3 39 133 16 12 16 43 16
split_gain=8.30473e-05 9.81192e-05 7.08404e-05 6.55667e-05 9.17474e-05 0.000117967 7.81545e-05 8.65124e-05 0.000111039 0.000123936 0.000116002 0.000112752 3.77366e-05
threshold=0.085745000000000002 0.08764000000000001 0.081005000000000008 -0.068264999999999978 0.016865000000000002 0.086245000000000016 0.005105000000000001 -0.090054999999999982 -0.083144999999999983 0.091475000000000015 0.31524000000000002 -1.0000000180025095e-35 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 9 -9 11 -10 -7
right_child=-2 -3 -4 4 5 12 -8 8 10 -11 -12 -13 -14
leaf_value=-0.00046058152163864244 -0.00054851206854659995 0.00054446674671952461 -0.00052334812493509816 -0.00064877459632884456 0.00074027774548344853 -0.00019447729605579007 0.00043546487316274311 0.00057477399891140454 -0.00096241017449894884 -0.00028438016454723254 0.00023302501515216456 -0.00016598545252493067 0.00029633535222606998
leaf_weight=0.0010606121077606301 0.0010696903674601048 0.0012451549280163314 0.0010347475190646419 0.0010610891320416696 0.0014557314027593042 0.0012941513420750006 0.001076444949428418 0.0017463964171207146 0.0010984659252613552 0.0010240508073426774 0.0013254260397305073 0.0018088351193123664 0.001126531081750648
leaf_count=243 410 291 205 365 380 68 163 387 766 125 170 254 83
internal_value=0 1.54093e-05 -2.81811e-05 8.21491e-06 4.64116e-05 0.000299192 -6.07883e-05 -0.00012703 -4.79774e-05 0.000257202 -0.000247726 -0.000466899 3.39359e-05
internal_weight=0 0.0163576 0.0151125 0.0140777 0.0130171 0.00387641 0.00914071 0.00806426 0.00700317 0.00277045 0.00423273 0.0029073 0.00242068
internal_count=3910 3500 3209 3004 2761 531 2230 2067 1702 512 1190 1020 151
is_linear=0
shrinkage=0.00196078


Tree=3368
num_leaves=11
num_cat=0
split_feature=15 3 15 131 51 133 0 49 1 43
split_gain=3.006e-05 5.41113e-05 5.91056e-05 6.21213e-05 5.24758e-05 5.58704e-05 6.39828e-05 0.000140268 0.00013637 6.2621e-05
threshold=-0.24219999999999997 -0.15464999999999998 -0.11739999999999999 0.088495000000000004 0.090935000000000016 -0.085714999999999986 -0.10071499999999999 -0.006494999999999999 0.082295000000000021 -0.083094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 9 -8
right_child=1 2 3 -5 -6 6 8 -9 -10 -11
leaf_value=0.015302851922888501 0.020553493212899333 -0.026124082685382372 0.017675692467636294 -0.023531154644006753 0.020768285464194177 -0.014981283658942017 0.016406570838878282 0.025808919249161701 -0.041913149122433782 -0.014141311640941566
leaf_weight=0.0011601662473070323 0.00102529124527389 0.0010433257255096614 0.0013008597476167026 0.0011196521131334259 0.0012167574356190215 0.0016963890228094943 0.0011583811613387319 0.0016758774770591501 0.0011807164448912658 0.0015951063102498109
leaf_count=317 226 282 410 459 320 183 410 132 439 732
internal_value=0 -0.00149601 -0.00338197 -0.00121385 0.00132966 -0.00141824 -0.00481777 0.00528977 -0.0134816 -0.00128994
internal_weight=0 0.0130124 0.0119871 0.0109437 0.00982409 0.00860733 0.00730647 0.00337227 0.0039342 0.00275349
internal_count=3910 3593 3367 3085 2626 2306 1896 315 1581 1142
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=10
num_cat=0
split_feature=39 3 457 133 43 12 3 2 15
split_gain=3.68547e-05 7.12409e-05 6.26536e-05 5.19137e-05 8.85255e-05 9.56901e-05 6.96748e-05 9.02849e-05 5.25945e-05
threshold=0.005105000000000001 0.15165000000000003 0.082870000000000013 0.085625000000000021 -0.074254999999999988 0.089995000000000006 0.090325000000000003 0.085155000000000022 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0073013655585261825 0.013497430711177892 0.021467780913178441 0.01218017982513136 -0.027454064193977473 -0.012658591035873933 -0.036927775265383045 -0.020788832631158372 0.024200986009653452 0.022161009896490252
leaf_weight=0.0010024182543754714 0.0017439094101629323 0.0011681594197366372 0.0018776448081291178 0.0011790267635791709 0.0013878919214887413 0.0012092155350919963 0.0017293461121832276 0.0012750119345596353 0.0015317818776327797
leaf_count=294 459 175 225 920 411 585 175 341 325
internal_value=0 -0.00203158 -0.00448424 -0.00784344 -0.00500145 -0.0120177 -0.00515984 0.00498996 0.010507
internal_weight=0 0.0123605 0.0111923 0.00931469 0.00813567 0.00560147 0.00439225 0.0026629 0.0025342
internal_count=3910 3451 3276 3051 2131 1512 927 752 619
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=12
num_cat=0
split_feature=1 43 16 43 1 3 48 42 2 12 1
split_gain=3.33911e-05 5.61472e-05 6.71241e-05 5.07464e-05 6.88039e-05 6.30894e-05 4.88498e-05 0.000122256 7.24569e-05 5.09979e-05 7.08025e-05
threshold=0.10398500000000001 -0.17307499999999998 0.15737500000000001 -0.079804999999999987 0.11052000000000002 0.11818000000000002 0.087945000000000009 0.086325000000000013 0.092175000000000021 0.085325000000000012 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -2 -5 -6 7 8 9 10 -3
right_child=3 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.017464230291264361 -0.010836049907085862 0.025127608095699805 -0.026564249704790967 0.034635200181680509 0.022012108552964076 -0.0093447333918940233 -0.022002958151415494 -0.028773821284975257 0.031211233241847242 -0.017469742630837507 -0.0091377090130299148
leaf_weight=0.0011057686324056478 0.0012474731986076939 0.0013081205049473256 0.0013889904478878801 0.0010156739514040267 0.0011160411824998372 0.0015094761940484583 0.0010673268473461997 0.0010862453743550188 0.0010781214077293655 0.0010035438415487664 0.0011187743259410965
leaf_count=202 246 390 398 144 278 219 280 858 258 557 80
internal_value=0 -0.00366512 -0.0065671 0.00657054 0.012534 0.00398427 -0.00239788 0.0013422 0.00859803 0.00149114 0.00933164
internal_weight=0 0.00915689 0.00805112 0.00488866 0.00364119 0.00262552 0.00666213 0.00559481 0.00450856 0.00343044 0.00242689
internal_count=3910 3023 2821 887 641 497 2423 2143 1285 1027 470
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=11
num_cat=0
split_feature=39 13 48 51 1 457 52 403 0 0
split_gain=3.06956e-05 6.52193e-05 6.33209e-05 8.02175e-05 0.000111846 0.000101358 9.77107e-05 0.000123211 6.49309e-05 2.7781e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.08955500000000001 0.11198000000000001 0.082870000000000013 0.090300000000000005 0.03138500000000001 -0.099864999999999995 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.019397439451661069 0.012385045828248939 -0.010688382571666856 -0.026544761768025518 -0.028016505697395729 0.027756944369481687 0.022818448505112183 -0.034450784855174298 0.025107591846815814 -0.026253592049541915 0.012253865206676566
leaf_weight=0.0012921142545318292 0.0017281802016736814 0.0011170697606813756 0.0011511033929031541 0.0010396386435657249 0.0013569041127321803 0.0012242491240361253 0.0011881177592387706 0.0012184039581960432 0.0016622600505107566 0.0010005692237685174
leaf_count=161 459 118 140 329 200 179 610 256 1368 90
internal_value=0 -0.00185133 -0.00435681 -0.00175255 0.00136177 -0.00347122 -0.00867376 -0.00254645 -0.0114604 0.000151665
internal_weight=0 0.0122504 0.0109583 0.00980721 0.00876757 0.00741067 0.00618642 0.0049983 0.0037799 0.00211764
internal_count=3910 3451 3290 3150 2821 2621 2442 1832 1576 208
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=9
num_cat=0
split_feature=4 51 15 49 2 16 16 42
split_gain=3.22495e-05 4.52171e-05 5.42672e-05 6.2151e-05 7.90532e-05 4.80101e-05 0.000100358 4.63947e-05
threshold=0.27608500000000008 0.090935000000000016 -0.0089749999999999986 -0.069934999999999983 0.083185000000000023 0.15737500000000001 -0.014099999999999998 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4
right_child=-2 -3 5 4 -6 -7 -8 -9
leaf_value=0.0096826683220757118 0.012791364039947881 0.0146109144893186 -0.012885354133060689 -0.0043312617943071291 -0.033436544384905051 -0.012602150281315347 0.029452284052539648 0.012893355332515228
leaf_weight=0.0010295627504053094 0.0017065744655122119 0.001462417448568989 0.0018008743059046016 0.0019784802002616063 0.0017663445733329501 0.0015976875375117213 0.0014237221225926544 0.0011401478443263187
leaf_count=204 441 428 609 261 823 213 409 522
internal_value=0 -0.00188541 -0.00413231 -0.0120771 -0.0180595 0.00222946 0.00765848 -0.00289171
internal_weight=0 0.0121992 0.0107368 0.00477439 0.00374482 0.00596243 0.00436474 0.00294102
internal_count=3910 3469 3041 1288 1084 1753 1540 1131
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=11
num_cat=0
split_feature=484 3 151 4 49 52 0 2 12 12
split_gain=3.12598e-05 4.61167e-05 4.80338e-05 9.92805e-05 9.12937e-05 5.06362e-05 0.000118205 8.67965e-05 7.3182e-05 5.865e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.27020000000000005 -0.047309999999999998 -0.068164999999999989 -0.10209999999999998 0.086545000000000025 0.091555000000000011 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 7 -7 -4 9 -8
right_child=1 2 3 -5 -6 6 8 -9 -10 -11
leaf_value=-0.016853653274609932 0.021442829234628914 0.0091280605131141886 -0.0097903707448940627 0.032195010497152995 -0.031044282555270305 -0.029163264195777656 -0.00064942465977334165 0.026982818777970558 -0.016152930907401063 0.028194413954788403
leaf_weight=0.0010282468250491965 0.0010410368883563221 0.0010050796549943737 0.0011516330962810808 0.0010142604614442234 0.0012940402061853594 0.0016076345041125591 0.0016376976699901584 0.0014500271524355893 0.001393964945128754 0.0012377540953562929
leaf_count=627 225 231 165 313 267 197 438 348 607 492
internal_value=0 0.0012673 -0.000513852 0.00262707 -0.0134826 -0.000909972 -0.00605173 0.0107051 0.00265085 0.0117666
internal_weight=0 0.0128331 0.0117921 0.00949297 0.00229912 0.00847871 0.00587705 0.00260166 0.00426942 0.00287545
internal_count=3910 3283 3058 2560 498 2247 1734 513 1537 930
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=13
num_cat=0
split_feature=158 41 159 39 160 133 52 2 4 1 16 2
split_gain=0.000100995 9.80732e-05 9.50359e-05 8.61885e-05 9.03282e-05 0.000116274 8.23302e-05 0.000123219 0.00015404 0.000117443 9.11439e-05 6.33103e-06
threshold=0.084965000000000027 0.075585000000000013 0.08764000000000001 0.005105000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10599500000000002 0.10488500000000002 0.074650000000000008 0.092550000000000007 -0.084184999999999996 0.11339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 10 -7 -9
right_child=-2 -3 -4 -5 5 6 -8 11 -10 -11 -12 -13
leaf_value=-0.0004708166354142878 -0.00060843859868007664 -0.00055636496652824064 0.00061164806942590189 0.00043224682380432549 -0.00044500783637450153 -0.00020141467401908761 0.0005465093939100511 -0.0002676200782231068 0.00081500247634144003 -0.00056154041594135614 0.00049256299076692346 -0.00048584429456036973
leaf_weight=0.0016316755977759624 0.0010488526637523294 0.0010599649816112116 0.0011145084562295066 0.001679708290369804 0.0016906945611312304 0.0012398684995560834 0.0014329046543875568 0.0010316200988483566 0.0011809692321847337 0.0010299270998564789 0.0017610831873517969 0.0010130541278220938
leaf_count=767 423 190 274 303 716 134 156 134 80 169 396 168
internal_value=0 1.97975e-05 6.10451e-05 1.62252e-05 -4.19505e-05 2.54639e-05 0.000117003 3.2191e-05 0.000192228 9.76735e-06 0.00020584 -0.000375741
internal_weight=0 0.015866 0.014806 0.0136915 0.0120118 0.0103801 0.00868943 0.00725652 0.00521185 0.00403088 0.00300095 0.00204467
internal_count=3910 3487 3297 3023 2720 1953 1237 1081 779 699 530 302
is_linear=0
shrinkage=0.00196078


Tree=3375
num_leaves=13
num_cat=0
split_feature=158 159 157 130 133 49 51 48 3 0 2 4
split_gain=8.77822e-05 8.83487e-05 8.94873e-05 6.95874e-05 0.000107857 0.000131995 0.000110313 0.000131175 0.000170219 0.000133846 0.000189922 6.99301e-05
threshold=0.084965000000000027 0.08764000000000001 -1.0000000180025095e-35 -0.0015749999999999998 -0.0023199999999999996 -0.091004999999999989 0.08955500000000001 0.094180000000000014 -0.084014999999999992 -0.10071499999999999 0.086545000000000025 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 10 -10 -11
right_child=-2 -3 3 4 5 6 -8 -9 9 11 -12 -13
leaf_value=-0.00055988158830666036 -0.00056080986294726541 0.00053637714201568631 -0.00043332493856698722 -0.00043848442121163843 -0.00049261741290739544 0.00092209314095775591 -0.00023070776888047822 -0.00034650238564567457 -3.5540715459254906e-05 0.00018258447808199645 0.0010494854902475784 -0.00044280905035445651
leaf_weight=0.0010856119871182476 0.0010539094905273457 0.001194586368218775 0.0011668709103568589 0.0014373389264746685 0.001164950398665981 0.00178078301415221 0.0018289959147475355 0.0010464879388975808 0.0011412075164224374 0.0017256573654743019 0.0013586318928596164 0.0011425393230656523
leaf_count=521 423 287 299 645 130 369 236 157 38 504 132 169
internal_value=0 2.33366e-05 -1.78535e-05 2.48067e-05 6.71444e-05 0.000132096 0.000204696 0.000301867 0.000396779 0.000222513 0.000554158 -6.65395e-05
internal_weight=0 0.0160737 0.0148791 0.0137935 0.0126266 0.0111893 0.0100243 0.00819531 0.00714882 0.00536804 0.00249984 0.0028682
internal_count=3910 3487 3200 2679 2380 1735 1605 1369 1212 843 170 673
is_linear=0
shrinkage=0.00196078


Tree=3376
num_leaves=15
num_cat=0
split_feature=11 43 13 15 131 4 1 49 1 42 2 2 3 3
split_gain=8.64407e-05 7.38612e-05 0.00010385 9.19467e-05 0.000122217 7.84e-05 0.000118923 9.74576e-05 7.96444e-05 7.06272e-05 7.67671e-05 0.000113544 5.51109e-05 9.92902e-06
threshold=0.08184000000000001 -0.17307499999999998 0.24518500000000001 -0.11399999999999998 0.08844500000000001 0.080255000000000007 0.094485000000000013 -0.0019649999999999997 0.089175000000000018 0.086325000000000013 0.085355000000000014 0.097360000000000016 0.11476000000000001 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 8 -8 9 10 -5 13 -3 -12
right_child=-2 3 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00078037593285275656 -0.00054526753519380984 0.00066418219450664812 -7.7617909444408696e-05 0.00049137906979925471 -0.00071298848726425999 -0.00044404781044201399 2.300297263150744e-05 0.00084686122048353721 -0.0005486361252944787 -0.00044373477034336038 -0.00019989095442079485 0.00042460201256408584 3.3100672821434151e-05 -0.00047478794098040184
leaf_weight=0.0011100226312959543 0.0010922657056402036 0.0010593268056056471 0.0010605916336172937 0.0014253986934645146 0.0011160334633406955 0.0015147745657979874 0.0011070941109595166 0.0011010807345273699 0.0011975879984350915 0.0010816857664527231 0.0010020821613808432 0.0011919234578369672 0.0010687883046704024 0.0010186815556274542
leaf_count=122 224 391 123 334 453 215 156 189 190 688 465 157 129 74
internal_value=0 2.4788e-05 0.000361148 -2.77966e-05 -9.56849e-05 -3.09376e-05 3.76358e-05 0.00043381 -8.88319e-05 7.44046e-06 0.000112663 -5.53654e-05 0.000347239 -0.000338469
internal_weight=0 0.0160551 0.00217061 0.0138845 0.0117563 0.0106403 0.00912553 0.00220817 0.00691736 0.00571977 0.00463809 0.00321269 0.00212812 0.00202076
internal_count=3910 3686 245 3441 2921 2468 2253 345 1908 1718 1030 696 520 539
is_linear=0
shrinkage=0.00196078


Tree=3377
num_leaves=15
num_cat=0
split_feature=158 4 13 12 0 1 2 13 52 16 51 1 43 15
split_gain=0.000164021 0.000123323 0.000206908 0.000119885 0.00022493 0.000166216 0.000156346 0.000118729 9.97136e-05 0.000151813 0.000120536 9.11671e-05 6.01032e-05 3.95615e-05
threshold=0.085745000000000002 -0.51381999999999983 -0.45122499999999993 0.092365000000000017 -0.017269999999999997 0.11561500000000001 0.086545000000000025 -0.090744999999999978 -0.074484999999999982 -0.16268499999999997 0.089355000000000004 0.081005000000000008 -0.07526999999999999 -0.094924999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 12 11 -8 -9 -10 -11 -4 -5 -13
right_child=-2 2 3 5 -6 -7 7 8 9 10 -12 13 -14 -15
leaf_value=-0.00078540762281128303 -0.00087664117551369879 0.0007108397910051494 -2.0119537006106558e-06 -0.00048253234393933034 0.00082395100385867831 0.00016048447061247441 0.00066270336142894813 -0.00046769092799482437 -0.00038163732205802157 0.00077678145952935732 -0.00010907932378610959 -0.00041083291295823134 -0.0011201951299221742 -0.00088138450716857301
leaf_weight=0.0010368561947071099 0.001210456726363318 0.0011577722468647097 0.0012219203667718295 0.0012432821258036835 0.0010207459414022608 0.0010754440627755921 0.0010116488039216796 0.0016760420144409467 0.0015263410627590771 0.0014164561031812786 0.0010127707916448622 0.0013759178020071967 0.001046767064848104 0.001371842015095201
leaf_count=76 410 86 509 277 198 125 196 291 158 404 101 104 619 356
internal_value=0 -0.000129886 -8.78187e-05 -0.000149466 -5.51809e-05 -0.000475388 -0.000139735 4.42327e-05 -6.68679e-05 0.000102968 0.000407457 -0.000447606 -0.000774004 -0.00064576
internal_weight=0 0.0171938 0.016157 0.0149992 0.0116337 0.00336549 0.0106129 0.00664326 0.00563161 0.00395557 0.00242923 0.00396968 0.00229005 0.00274776
internal_count=3910 3500 3424 3338 2317 1021 2119 1150 954 663 505 969 896 460
is_linear=0
shrinkage=0.00196078


Tree=3378
num_leaves=15
num_cat=0
split_feature=41 158 457 1374 39 48 159 16 2 15 13 12 1 52
split_gain=0.000105616 0.000148299 0.000115156 0.000121143 0.000113792 0.000130475 0.000155073 0.0001436 0.000108462 9.49848e-05 0.000104747 8.3385e-05 7.71792e-05 5.06548e-05
threshold=0.078535000000000008 0.085745000000000002 -0.068264999999999978 -0.049459999999999997 0.005105000000000001 0.083775000000000002 0.087360000000000007 -0.15168999999999996 0.092865000000000017 -0.064869999999999983 0.0024700000000000004 0.095175000000000023 0.076710000000000014 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 12 -7 -9 11 13 -5 -11
right_child=-2 -3 3 4 -6 8 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.00056874753484894246 -0.00062992224183643899 -0.00071469704443372767 -0.0005532230995750685 -0.00013627711865026742 0.00063997832004982077 0.00090856872813869865 0.00070978017453312604 -0.00074807930047786808 0.00011648799669947259 -0.00048508036970797613 -0.00061953063197462993 0.00045447009025731492 0.00055801498544135017 0.00011648231529775244
leaf_weight=0.001043527400776738 0.0010384267970952208 0.0010084297397443083 0.0010016719786692411 0.0010246533354998338 0.0016271601819069044 0.0011973699156412288 0.0010004524993964996 0.0012771199134628194 0.001493954633906884 0.0011034209736338917 0.0012870521978015814 0.0011932131179091948 0.0015418331678820724 0.001050552796450166
leaf_count=270 195 385 75 73 328 165 177 377 216 418 332 242 143 514
internal_value=0 1.43838e-05 6.07938e-05 0.000105187 0.000152988 8.78744e-05 -2.03119e-05 -0.000106468 0.000468885 -0.000274616 -0.000144137 3.86601e-05 0.000280823 -0.000191682
internal_weight=0 0.0168504 0.015842 0.0147985 0.0137968 0.0121696 0.0094783 0.00847785 0.00269132 0.00591136 0.00463424 0.00334719 0.00256649 0.00215397
internal_count=3910 3715 3330 3060 2985 2657 2276 2099 381 1883 1506 1174 216 932
is_linear=0
shrinkage=0.00196078


Tree=3379
num_leaves=13
num_cat=0
split_feature=158 159 11 48 0 1 133 49 16 15 4 160
split_gain=8.61708e-05 8.57154e-05 8.04744e-05 8.38952e-05 0.000175225 0.000105204 8.84364e-05 0.000140944 0.000103319 0.000122018 0.000126464 6.05205e-05
threshold=0.084965000000000027 0.08764000000000001 0.081005000000000008 0.016865000000000002 -0.19631499999999999 0.089605000000000018 -0.090054999999999982 -0.006494999999999999 -0.15168999999999996 -0.017214999999999998 -0.08422499999999998 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 11 -6 -1 -8 -9 -10 -11 -5
right_child=-2 -3 -4 4 5 -7 7 8 9 10 -12 -13
leaf_value=-0.00057546651162515517 -0.00054868084276581185 0.00052873637811603927 -0.00054421788075517804 -0.00049150196972875095 0.00023124955003572586 0.0010837810406013285 -0.00056291268303535001 0.00053181830762818311 -0.0004672829389527051 -0.00017677031517603363 0.00056624421475887511 0.00018168187176906462
leaf_weight=0.0011833976706008944 0.0010505031074379166 0.0012282998444857465 0.0010112048353851733 0.0010323629920914179 0.0011692872218431196 0.0010619069870859278 0.0014284846415007976 0.0017093476894483482 0.0016342410250149092 0.0018299649384639655 0.0016978069306731985 0.0010214773355414764
leaf_count=376 423 287 205 71 285 220 325 159 468 370 691 30
internal_value=0 3.10324e-05 -1.0331e-05 2.88801e-05 0.000256578 0.000637 -7.40062e-05 -2.50761e-06 0.000113995 -2.43632e-05 0.000180819 -0.000156694
internal_weight=0 0.0160078 0.0147795 0.0137683 0.00428503 0.00223119 0.00948324 0.00829985 0.00687136 0.00516201 0.00352777 0.00205384
internal_count=3910 3487 3200 2995 606 505 2389 2013 1688 1529 1061 101
is_linear=0
shrinkage=0.00196078


Tree=3380
num_leaves=10
num_cat=0
split_feature=11 48 0 42 133 13 43 2 4
split_gain=3.48654e-05 5.14492e-05 8.66374e-05 5.17436e-05 8.59979e-05 7.90509e-05 6.71399e-05 8.60408e-05 4.86843e-05
threshold=0.079700000000000007 0.091555000000000011 -0.18087499999999998 0.086325000000000013 0.065880000000000008 -0.071149999999999977 -0.0037249999999999996 0.085805000000000006 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 -1 -8 -9
right_child=-2 2 -4 5 -6 -7 7 8 -10
leaf_value=-0.023584746732275369 -0.017596482912049075 -0.0072744180338434709 0.031082116796107308 -0.030732936014310687 0.021775302249985796 0.0037424842432460395 0.019219366896111416 -0.021341874208888129 0.0036356623193407479
leaf_weight=0.0012937937341633253 0.0010743070686354507 0.0010427183908574833 0.0013529826921848407 0.001362789446612207 0.0017510333625415288 0.0012991375328702042 0.0018302798948212702 0.0014685080172258829 0.0016652463716431481
leaf_count=592 254 67 373 876 607 383 254 274 230
internal_value=0 0.00114443 0.0143876 -0.00182879 0.00218581 -0.0139074 -0.00329562 0.00199241 -0.00806906
internal_weight=0 0.0130665 0.0023957 0.0106708 0.00800886 0.00266193 0.00625783 0.00496403 0.00313375
internal_count=3910 3656 440 3216 1957 1259 1350 758 504
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=13
num_cat=0
split_feature=403 484 403 160 42 13 160 2 2 43 3 13
split_gain=0.000102513 0.000100364 8.62335e-05 0.000133009 0.000103101 9.5168e-05 0.000117671 0.000103559 0.000167986 0.000116463 0.000156773 3.21866e-05
threshold=0.09389500000000002 -0.0043499999999999988 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 0.076210000000000014 0.099550000000000013 0.10393500000000001 0.11290500000000002 -0.074254999999999988 0.084925000000000014 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 9 -9 -6 11 -11
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12 -13
leaf_value=-0.00052298770978428965 -0.00060546457826721309 -0.00053829301333600755 0.00058077048631657966 -0.00039082407423843686 0.00072214189215075554 0.00065355041986539509 -0.00048232077987452987 -0.00076682048969674776 0.00021602327811531721 -0.00048248186318534546 0.00058718191354412109 9.7825943805210156e-06
leaf_weight=0.0011942467816659112 0.0010586490885640355 0.0014459413914968871 0.0011615988098685479 0.0015082589030318188 0.0019011346375246473 0.001302228328341047 0.001212596852583364 0.0010255469936173993 0.0019209402966798472 0.0010189212233661393 0.0015771555515899055 0.001023757253034701
leaf_count=590 307 554 152 712 334 169 119 100 309 393 105 66
internal_value=0 2.42065e-05 6.74892e-05 2.47074e-05 8.9882e-05 0.0001559 8.89527e-05 0.000170763 -0.000126063 0.000329176 0.00012279 -0.000235767
internal_weight=0 0.0162923 0.0150981 0.0139365 0.0124905 0.0109823 0.00968005 0.00846746 0.00294649 0.00552097 0.00361983 0.00204268
internal_count=3910 3603 3013 2861 2307 1595 1426 1307 409 898 564 459
is_linear=0
shrinkage=0.00196078


Tree=3382
num_leaves=10
num_cat=0
split_feature=1 4 2 457 43 0 4 47 3
split_gain=3.10272e-05 6.64223e-05 5.18504e-05 4.9191e-05 6.93591e-05 4.04532e-05 7.58252e-05 3.47442e-05 4.5203e-05
threshold=0.085990000000000011 -0.15796999999999997 0.11542500000000001 0.041935000000000007 -0.074254999999999988 -0.084074999999999997 0.018480000000000003 0.09252500000000001 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -3 8 -6
right_child=2 5 -4 -5 7 -7 -8 -9 -10
leaf_value=0.0089759833715569223 0.010276280842245859 -0.041979486397600733 0.018797672149746335 0.016466752130697423 0.0090749548378308998 -0.0022047769953597823 -0.004075595879761475 -0.028453056681596724 -0.019769927852277155
leaf_weight=0.001991269092423224 0.0019000052551257007 0.0010441073848804574 0.0017794370592295527 0.0013591811568121736 0.0010052243204458791 0.0017333180617441486 0.0010672327300280395 0.0010774711270137294 0.0011822510835167268
leaf_count=146 411 896 398 163 455 927 240 127 147
internal_value=0 -0.00584803 0.0036668 -0.000460094 -0.00491447 -0.0135259 -0.02282 -0.0137546 -0.00651466
internal_weight=0 0.00583593 0.00830357 0.00652413 0.00516495 0.00384466 0.00211134 0.00326495 0.00218748
internal_count=3910 2209 1701 1303 1140 2063 1136 729 602
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=11
num_cat=0
split_feature=11 48 0 2 42 47 1 16 4 52
split_gain=3.13536e-05 3.86866e-05 0.000101387 7.10928e-05 6.23421e-05 7.24774e-05 8.19871e-05 8.79501e-05 8.38377e-05 2.50309e-05
threshold=0.079700000000000007 0.016865000000000002 -0.19631499999999999 0.097575000000000009 -0.088669999999999985 0.09252500000000001 0.087545000000000026 -0.022939999999999999 -0.15333499999999997 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 8 -8 -6 -10
right_child=-2 2 3 -5 5 -7 7 -9 9 -11
leaf_value=0.015510528502656794 -0.016667931358197149 -0.0071319305239664959 0.0063079393668740366 0.043954805231226135 0.0064979030120309658 -0.028175386843543967 0.029186172598717471 -0.0089989461182022196 -0.033911298944838748 -0.012699952151609043
leaf_weight=0.001594693458781599 0.0010730808121360265 0.0018962637804720295 0.0010040081854583785 0.0010024408644998374 0.0015926743905397044 0.0012565961739451348 0.0013737463197091 0.0010753393892131101 0.001139024231545845 0.0010875277196188058
leaf_count=409 254 112 336 271 110 179 509 299 713 718
internal_value=0 0.00111577 0.00944761 0.0251167 -0.00244982 -0.00625601 -0.00186188 0.0124199 -0.0110201 -0.0235509
internal_weight=0 0.0130223 0.00390271 0.00200645 0.0091196 0.00752491 0.00626831 0.00244909 0.00381923 0.00222655
internal_count=3910 3656 719 607 2937 2528 2349 808 1541 1431
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=10
num_cat=0
split_feature=52 403 43 16 4 12 3 2 2
split_gain=3.34106e-05 4.62999e-05 4.93615e-05 7.07694e-05 0.000167352 5.72601e-05 7.98801e-05 0.000120389 1.79172e-05
threshold=0.18936500000000003 0.087440000000000004 -0.15109999999999998 0.15737500000000001 -0.082509999999999986 0.086935000000000012 0.11818000000000002 0.089910000000000004 0.083385000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.018055838613070873 -0.01755202090870684 -0.017726276534456652 0.03470715707948669 -0.016922881405300301 0.0028368830184846228 -0.018806195365706338 -0.019918222556368059 0.029529856001625377 -0.015845443067981812
leaf_weight=0.0018481841293875702 0.0010298371757025424 0.0011802829103755739 0.0014848000103007426 0.0019319003346837315 0.001042346239788114 0.0016169768047197492 0.0011727691965948113 0.0017144576543593722 0.0010114941803548883
leaf_count=268 449 331 465 511 221 799 168 304 394
internal_value=0 0.00115947 0.00304483 0.000263499 0.00439169 -0.00247201 0.0028734 0.0099666 -0.00636396
internal_weight=0 0.0130032 0.0118229 0.00997474 0.00804284 0.00655804 0.00494107 0.0037683 0.00205384
internal_count=3910 3461 3130 2862 2351 1886 1087 919 615
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=12
num_cat=0
split_feature=484 4 16 403 160 52 16 13 4 4 4
split_gain=3.14103e-05 4.184e-05 5.04534e-05 4.57713e-05 4.53799e-05 9.56848e-05 4.76157e-05 9.38254e-05 6.49449e-05 6.81264e-05 6.09042e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.30307999999999996 0.088015000000000024 -0.083654999999999993 0.10433000000000002 0.31524000000000002 -0.083514999999999992 -0.0017649999999999999 -0.083534999999999984 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -9 -10
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.016908347903790946 -0.020985716297434245 0.016023300991934209 -0.016080275939630965 -0.01855596416552183 0.027149945942547493 0.034889025272656853 -0.016892707617292148 -0.0077588547492235 -0.030539494284268262 0.027021594943185952 0.0030640383069249345
leaf_weight=0.0010402099474625367 0.0011381872448552781 0.0016508249234861308 0.0010472830470808136 0.0010494350890084417 0.0014973858390956891 0.0010065089783890674 0.0011289491733394224 0.0010996320026089882 0.001110156985356445 0.0011544088267816926 0.0010490081517727234
leaf_count=627 131 447 493 279 384 151 278 372 129 541 78
internal_value=0 0.00115404 -0.00102189 0.00121839 0.00350049 0.00604914 0.00192564 0.00552002 -0.00181894 0.010054 -0.0142136
internal_weight=0 0.0129318 0.011281 0.0101428 0.00909333 0.00804605 0.00703954 0.00591059 0.00441321 0.00225404 0.00215917
internal_count=3910 3283 2836 2705 2426 1933 1782 1504 1120 913 207
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=13
num_cat=0
split_feature=158 48 50 4 12 3 47 12 2 2 15 16
split_gain=0.000126878 0.000129149 0.000155953 0.000206124 0.000101527 0.000183422 0.000142553 0.000107934 8.11376e-05 0.000107923 0.00019599 0.000135029
threshold=0.085745000000000002 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10223 0.09550500000000002 1.0000000180025095e-35 0.097135000000000013 0.086545000000000025 -0.0063699999999999989 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 10 -6 -11
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 11 -12 -13
leaf_value=-0.00048304972701631449 -0.00065549720208542544 -0.00064587350277165107 -0.00060774160223022128 0.00080704667489715927 -0.00097338471969827872 0.0010642198404139469 0.00063252168754434398 0.00019476767676025633 -0.00048354677640298109 0.00070842470631448523 9.2817258993468059e-05 -0.00010893299339584492
leaf_weight=0.0012305058224135789 0.0010988942178744706 0.0010098250611632045 0.0011748825533692735 0.0015632442185556988 0.0010079740709669632 0.00106991563250483 0.0011441077886894116 0.0011273453789453214 0.0017278474234963832 0.0013846146933336426 0.0019359088874175857 0.0017709762234196138
leaf_count=218 410 117 632 323 142 99 166 29 453 131 577 613
internal_value=0 3.30623e-05 7.83547e-05 0.000136087 5.14949e-05 0.000110388 -1.39672e-05 0.000618131 -0.000108463 -2.21057e-06 -0.000272246 0.000249708
internal_weight=0 0.0161471 0.0151373 0.0139624 0.0123992 0.0111687 0.00897143 0.00219726 0.00782732 0.00609947 0.00294388 0.00315559
internal_count=3910 3500 3383 2751 2428 2210 2082 128 1916 1463 719 744
is_linear=0
shrinkage=0.00196078


Tree=3387
num_leaves=14
num_cat=0
split_feature=158 48 50 4 0 43 13 52 0 0 0 12 4
split_gain=0.0001083 0.000116514 0.00012197 0.000122372 0.000107519 7.87055e-05 0.000101804 0.000105678 0.000117699 0.000128103 8.85197e-05 7.22272e-05 7.19571e-05
threshold=0.085745000000000002 0.12675000000000003 0.088425000000000017 0.27020000000000005 -0.23029999999999998 0.013605000000000001 -0.084084999999999979 0.096170000000000019 -0.053834999999999994 -0.07773999999999999 -0.035699999999999989 0.085325000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 11 -7 12 -8
right_child=-2 -3 -4 -5 5 10 7 -9 -10 -11 -12 -13 -14
leaf_value=0.00063601464997882647 -0.0006137047549466117 -0.00061886440711655054 -0.00054448508833878132 0.00065988608801945158 -0.00053510765527556585 -8.3947226571657717e-05 0.0004253614916380003 0.00057532616697937014 -0.00059651942008506786 0.00062449245849825134 0.00069413147330820921 -0.00056376774224064553 -0.00023981362760413385
leaf_weight=0.0011282006248940499 0.0010786006815429383 0.0010007461472807668 0.0011367108631894921 0.0014626922022443036 0.0015753806812762736 0.0010643458119755783 0.0011166838419501123 0.0010974936796983078 0.0013495063473725451 0.0011648475768007462 0.0011914129170725327 0.0010252180865113251 0.0014208095107947666
leaf_count=57 410 121 630 322 523 315 174 228 292 196 39 519 84
internal_value=0 2.85554e-05 7.25308e-05 0.000124115 5.953e-05 4.34194e-07 -8.37571e-05 1.53499e-05 -8.57796e-05 6.00137e-05 0.000327007 -0.000124546 5.29124e-05
internal_weight=0 0.015734 0.0147333 0.0135966 0.0121339 0.0110057 0.00874994 0.00717456 0.00607707 0.00472756 0.00225576 0.00356271 0.00253749
internal_count=3910 3500 3379 2749 2427 2370 2016 1493 1265 973 354 777 258
is_linear=0
shrinkage=0.00196078


Tree=3388
num_leaves=10
num_cat=0
split_feature=1 150 151 4 3 4 4 13 13
split_gain=2.68194e-05 4.56341e-05 5.46569e-05 9.62494e-05 6.9065e-05 4.5633e-05 4.56234e-05 3.7181e-05 7.07414e-05
threshold=0.085835000000000009 0.077110000000000012 -0.0095999999999999992 0.24280000000000004 0.076695000000000013 -0.0010999999999999996 -0.15796999999999997 -0.084084999999999979 -0.0101
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 -1 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=0.0069045103144048953 -0.021298680457720633 0.01691353218817129 0.019056444930801442 0.023404955323242344 -0.025839456359577552 -0.0084592059128345259 -0.026678699346090448 0.014341151236385158 -0.019042057453011133
leaf_weight=0.0019732584865644462 0.0010652477484075782 0.0019330978594883095 0.001091600423753513 0.0016662887385615775 0.0011531494018295341 0.0013458139710141584 0.0011688037942824189 0.0010829483118509533 0.0015338250170606541
leaf_count=146 142 349 568 327 146 178 684 715 655
internal_value=0 0.00346779 -0.00064349 0.00354207 -0.00567578 0.00386373 -0.00542371 -0.0118499 -0.00522646
internal_weight=0 0.0082552 0.0063221 0.00525685 0.00359056 0.00243741 0.00575884 0.00378558 0.00261677
internal_count=3910 1710 1361 1219 892 746 2200 2054 1370
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=10
num_cat=0
split_feature=11 48 0 49 42 133 13 12 1
split_gain=3.05397e-05 3.27165e-05 7.68977e-05 5.6228e-05 8.38016e-05 0.000109598 0.000113841 0.000126795 4.53306e-05
threshold=0.079700000000000007 0.016865000000000002 -0.19631499999999999 -0.006494999999999999 -0.082904999999999993 -0.0056849999999999991 -0.083924999999999986 1.0000000180025095e-35 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 8 -8
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=-0.021182447392783368 -0.01637801391235821 -0.0055468078559381415 0.022717115117968947 0.022228499389831305 -0.034176557944559677 0.022870695314199316 0.021075431454744289 -0.033551844307232286 -0.0077070175630350873
leaf_weight=0.0013198050686433439 0.0010730510633487145 0.0018836011232032934 0.0019687002046005113 0.0015161628680888809 0.0010078586714552295 0.0017231318877407348 0.0010472975610413813 0.0012818306682627614 0.0011458855678139557
leaf_count=391 254 112 607 453 646 386 114 795 152
internal_value=0 0.00118019 0.00889734 -0.00210767 0.00115242 -0.00399658 0.00185496 -0.00856598 0.00603729
internal_weight=0 0.0128943 0.0038523 0.00904197 0.00772217 0.006206 0.00519815 0.00347501 0.00219318
internal_count=3910 3656 719 2937 2546 2093 1447 1061 266
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=14
num_cat=0
split_feature=158 48 50 4 12 1 12 1 3 43 43 4 12
split_gain=0.000136133 0.000137214 0.000157402 0.000151377 0.000103227 0.000175706 0.000116416 8.06546e-05 0.000114249 9.4912e-05 9.02221e-05 0.000104817 3.08655e-05
threshold=0.085745000000000002 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10420500000000001 0.051320000000000005 0.09112000000000002 0.084925000000000014 -0.17307499999999998 0.0016850000000000001 -0.026614999999999996 0.090195000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 -6 11 -11 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 12 10 -12 -13 -14
leaf_value=-0.00046863212828984101 -0.00067919495787429577 -0.00065463803084665621 -0.00060548593985720097 0.00071005949164117002 0.00043869127196651729 0.00099034384784051294 0.00016990333531816684 -0.00046743313415146891 0.00061051328011832006 -0.00086080871997778552 0.00013473182280802039 -6.9026874627154582e-05 0.00016648283111279075
leaf_weight=0.0012708551917460726 0.0011155414227672555 0.0010590611707683431 0.0012067909475432506 0.0015524595426326697 0.0010108147984231606 0.0012729146609567416 0.0013921514238950383 0.0012806489146518409 0.0013613356919042197 0.0012647583109074471 0.001599053826756465 0.0013071568458955316 0.0010788657100420096
leaf_count=218 410 117 632 323 113 91 142 207 91 688 352 504 22
internal_value=0 2.83352e-05 7.47078e-05 0.000131747 6.18165e-05 0.000120093 0.00056177 -1.21264e-05 6.43745e-05 -0.000100364 -0.000231002 -0.000458391 0.000414198
internal_weight=0 0.0166569 0.0155978 0.014391 0.0128386 0.0115677 0.00266507 0.00890263 0.00762199 0.00518178 0.00417097 0.00257192 0.0024402
internal_count=3910 3500 3383 2751 2428 2210 233 1977 1770 1657 1544 1192 113
is_linear=0
shrinkage=0.00196078


Tree=3391
num_leaves=11
num_cat=0
split_feature=4 0 43 43 160 133 13 2 4 4
split_gain=3.01786e-05 5.96981e-05 5.44869e-05 7.69176e-05 4.75009e-05 4.81451e-05 6.03242e-05 8.88971e-05 8.77509e-05 4.46764e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.079109999999999986 -0.041434999999999993 -0.082969999999999988 -0.0056849999999999991 -0.10023999999999998 0.11230000000000001 0.0057500000000000008 0.10597500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 -6 -7 8 -8 -2
right_child=1 -3 3 4 5 6 7 -9 -10 -11
leaf_value=-0.016525338931232161 -0.021645953045238395 0.021610102447720752 0.028951441423311686 0.019175799812589461 -0.020057724539675401 0.021792845705125803 -0.013639718324592657 -0.030385354441719883 0.020991584171144651 0.0029500828408222188
leaf_weight=0.0010432513775397246 0.0019549518723764323 0.0012850252038294494 0.0010107564428791073 0.0010599316819986035 0.0014020986523766562 0.0010837990378554999 0.0014375185341140694 0.001012722127009702 0.0014900983193258249 0.0011868260309883371
leaf_count=176 1063 239 498 226 759 184 364 122 115 164
internal_value=0 0.00115588 -0.00110246 0.00305808 -0.000437948 -0.003673 0.000899522 -0.00484723 0.00398692 -0.0123546
internal_weight=0 0.0129237 0.0116387 0.00849692 0.00748617 0.00642624 0.00502414 0.00394034 0.00292762 0.00314178
internal_count=3910 3734 3495 2268 1770 1544 785 601 479 1227
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=11
num_cat=0
split_feature=159 484 1 2 151 4 13 2 16 16
split_gain=2.85332e-05 4.594e-05 6.5271e-05 6.34956e-05 8.10847e-05 0.000136434 9.74473e-05 8.38451e-05 5.91362e-05 0.00015881
threshold=-0.034019999999999988 0.084225000000000008 0.12811000000000003 0.086545000000000025 -0.0088999999999999982 0.15927500000000003 -0.077944999999999987 0.099370000000000014 -0.089864999999999987 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -6 -8 -2 -10
right_child=1 -3 -4 4 5 -7 7 -9 9 -11
leaf_value=-0.01566783004974338 -0.030975522585395682 0.018637797204220031 0.021928868605463364 -0.016655565677461764 -0.022271469335028944 0.039645520787980455 0.025914481278567741 -0.0098868785124821747 0.020253017963171333 -0.033674903476162504
leaf_weight=0.0010917576626660588 0.0013233123171221199 0.0013477615306447385 0.0011310001364640164 0.001700089092844765 0.001320499618163655 0.0011060642377616996 0.0015602919392191841 0.001126391639158819 0.0012028162197787412 0.0010001253691927757
leaf_count=520 305 388 259 316 299 173 431 354 443 422
internal_value=0 0.00117292 -0.000879158 -0.00337402 0.00226361 0.00855399 -2.79018e-05 0.0109048 -0.0142669 -0.00423001
internal_weight=0 0.0128184 0.0114706 0.0103396 0.00681334 0.00511325 0.00400718 0.00268668 0.00352625 0.00220294
internal_count=3910 3390 3002 2743 1573 1257 1084 785 1170 865
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 0 1 3 4
split_gain=2.73594e-05 6.13065e-05 5.01036e-05 9.97624e-05 8.02865e-05 6.29718e-05 6.46423e-05 7.29173e-05 6.25833e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.095195000000000016 -0.06402999999999999 0.092550000000000007 -0.084129999999999996 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.019986831962592294 -0.0156631150753231 0.02117435316698156 -0.018201927558961099 0.023141814814949223 -0.021624560129138062 0.02168027729298877 -0.023395787224960819 0.00063937210919739497 0.031277603578128192
leaf_weight=0.0012690998447357901 0.0010485198533095623 0.0013643588183710779 0.0011605136327649296 0.0017063706887009292 0.0018742405728320848 0.001286459696388853 0.0011999788641697401 0.00189370912410231 0.0010289571699060099
leaf_count=275 161 388 899 141 682 160 282 746 176
internal_value=0 0.00113972 -0.00125397 0.00108823 -0.00336846 0.00183981 -0.00299138 0.00300514 0.0114259
internal_weight=0 0.0127837 0.0114193 0.0101502 0.00844386 0.00656962 0.00528316 0.00408318 0.00292267
internal_count=3910 3749 3361 3086 2945 2263 2103 1821 922
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=10
num_cat=0
split_feature=1 0 15 16 15 1 12 16 15
split_gain=2.68316e-05 7.81885e-05 5.70426e-05 7.29289e-05 4.05513e-05 7.8621e-05 5.55391e-05 5.62103e-05 5.0415e-05
threshold=0.076710000000000014 -0.087614999999999985 0.085120000000000015 0.18936500000000003 0.079360000000000014 0.086560000000000012 -1.0000000180025095e-35 -0.110495 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -7 -8 -9
right_child=4 2 -4 -5 -6 6 7 8 -10
leaf_value=-0.026430040713015374 0.031564575123093207 -0.024525750021167612 0.021291285232135092 0.010403567139434154 -0.014253465196347688 0.018924564298398717 0.011818301012600811 -0.020850217525110539 0.0030580082722457998
leaf_weight=0.0013622146863271024 0.0010222676021559912 0.0011685532584775006 0.0010510174399658246 0.0012237193820995595 0.0011697123024401544 0.0014823487585919736 0.0017300387759800052 0.0019702082757522164 0.0015968430620204002
leaf_count=630 150 513 641 224 496 430 247 243 336
internal_value=0 -0.00615013 0.00187289 -0.00665835 0.00310963 0.00571289 0.00181472 -0.00297333 -0.0101473
internal_weight=0 0.0048055 0.00344329 0.00239227 0.00897142 0.00780171 0.00677944 0.00529709 0.00356705
internal_count=3910 2008 1378 737 1902 1406 1256 826 579
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=10
num_cat=0
split_feature=11 3 47 1 13 16 1 2 4
split_gain=2.84074e-05 3.11304e-05 5.10827e-05 6.02019e-05 0.000107646 6.87406e-05 4.70611e-05 4.6154e-05 6.85861e-05
threshold=0.079700000000000007 -0.10315499999999998 0.087850000000000025 0.088010000000000019 -0.0010249999999999997 -0.071799999999999989 0.12446500000000001 0.10066500000000002 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 -6 -4 8 -3
right_child=-2 2 6 4 5 -7 -8 -9 -10
leaf_value=0.013502941916903686 -0.015942964170678281 -0.01141862348123047 -0.023513620352060144 0.035055508575271531 -0.018183455351350106 0.015347419131390629 0.003734077100264575 -0.022849301480590514 0.017411005744996745
leaf_weight=0.001769176587030308 0.0010466512247866025 0.0019246803459851023 0.0016190294347435581 0.0013459672087469247 0.0011348984535191776 0.0013254491524077928 0.0010417217502389784 0.0010757619587538976 0.0014445343158956451
leaf_count=285 254 1234 347 690 143 164 88 385 320
internal_value=0 0.00119802 -0.000796989 0.00308832 0.0123188 -0.000119557 -0.0128458 -0.00481596 0.000941939
internal_weight=0 0.0126812 0.010912 0.00825129 0.00380631 0.00246035 0.00266075 0.00444498 0.00336921
internal_count=3910 3656 3371 2936 997 307 435 1939 1554
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=11
num_cat=0
split_feature=52 42 51 160 49 52 3 13 0 16
split_gain=2.776e-05 3.58823e-05 5.39766e-05 7.18109e-05 9.94282e-05 9.79988e-05 0.000119685 0.000113368 5.98809e-05 2.08286e-05
threshold=0.18936500000000003 -1.0000000180025095e-35 -0.07742499999999998 -0.011689999999999999 -0.081419999999999979 0.024145000000000003 -0.078884999999999997 -0.086154999999999995 -0.10209999999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 -5 6 -6 -7 -8 -1
right_child=-2 2 3 4 5 7 8 -9 -10 -11
leaf_value=-0.00074655251846109279 -0.016135728537638977 -0.01380149119912105 0.031717013225572945 0.027999362452245737 -0.03890516901113468 -0.0094162297131779923 -0.012557989365243423 0.035385498462639789 0.01476622355039563 -0.02054069562886901
leaf_weight=0.0010589941060238045 0.0010002800923842462 0.0015315574371125998 0.0010038404252383929 0.0013586474207632248 0.001104446664383934 0.001031015026538934 0.00186966867387431 0.0012490757414336737 0.0014045413742691654 0.0010674464683548316
leaf_count=541 449 500 423 174 496 195 209 192 295 436
internal_value=0 0.00116792 0.00355593 0.00650274 0.00334572 -0.0016846 -0.0104389 0.015127 -0.000836693 -0.010683
internal_weight=0 0.0126792 0.0105528 0.00902124 0.00801739 0.00665875 0.00437866 0.00228009 0.00327421 0.00212644
internal_count=3910 3461 2484 1984 1561 1387 1000 387 504 977
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=14
num_cat=0
split_feature=1 0 151 0 3 42 49 484 49 52 42 3 52
split_gain=7.47656e-05 8.85187e-05 0.000129936 0.000151422 0.00012531 6.92773e-05 6.29752e-05 8.92954e-05 0.000110719 9.21821e-05 6.85038e-05 6.59673e-05 3.17709e-05
threshold=0.10398500000000001 -0.035699999999999989 -0.0032449999999999996 -0.10303999999999998 0.12046500000000002 0.092145000000000019 -0.084114999999999981 0.084225000000000008 -0.047894999999999993 -0.014099999999999998 0.083725000000000008 -0.060719999999999989 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 8 -8 -10 11 -11 -13
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 -12 12 -14
leaf_value=-0.00047670734646128082 -0.00057014811261546007 0.00066150201545526772 0.00093066865992701142 -0.00033095595111871923 4.1701254183298412e-05 -0.00051599876569869026 0.00051027189684817913 0.00053430778698399992 -0.00064775515089572698 -0.00050879100640558307 0.00038703536734836135 0.00026462950999784919 -0.00018734166031505545
leaf_weight=0.001143747317262315 0.0010144137910597455 0.0011349634953178953 0.0012775527746657685 0.0012573158112353026 0.0011661012731506576 0.0013775600419832753 0.0010903418255978781 0.0011003599915064459 0.0012299942329688247 0.0014042935313788836 0.001086275852393204 0.0011339871529482352 0.0012649821931715738
leaf_count=158 173 226 97 287 104 591 83 304 548 751 426 72 90
internal_value=0 0.000169888 5.15597e-05 0.000221966 0.000506457 -0.000105197 -4.53384e-05 1.40314e-05 -6.53723e-05 -0.000167937 -4.7236e-05 -0.000171271 2.6304e-05
internal_weight=0 0.00585035 0.00471538 0.00370097 0.00244365 0.0108315 0.00945398 0.00831023 0.00720987 0.00611953 0.00488954 0.00380326 0.00239897
internal_count=3910 887 661 488 201 3023 2432 2274 1970 1887 1339 913 162
is_linear=0
shrinkage=0.00196078


Tree=3398
num_leaves=9
num_cat=0
split_feature=1 150 1 4 3 4 15 4
split_gain=2.65588e-05 4.41383e-05 4.82604e-05 9.85993e-05 5.59886e-05 4.27852e-05 3.79822e-05 4.23829e-05
threshold=0.085835000000000009 0.077110000000000012 0.10752500000000002 -0.0010999999999999996 0.094625000000000015 -0.15333499999999997 -1.0000000180025095e-35 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 -7 -8
right_child=1 -3 4 -5 -6 6 7 -9
leaf_value=0.0063131359689971057 0.0081039061415457084 0.01696995695379807 0.020357594078467878 -0.030053286252242212 -0.0051272387999634697 -0.024959349118339757 -0.01736864349731904 0.010208381874642274
leaf_weight=0.0020117622940407907 0.0013893670944866287 0.0018872450004984113 0.0016871616040974593 0.0013211735464233744 0.0017627198715766278 0.001375353926321004 0.0011351088921596878 0.0010948515176438362
leaf_count=166 608 349 390 160 203 1018 845 171
internal_value=0 0.00358971 -0.000509322 -0.0104947 0.0073361 -0.00537042 -0.0118898 -0.00382905
internal_weight=0 0.00804767 0.00616042 0.00271054 0.00344988 0.00561708 0.00360531 0.00222996
internal_count=3910 1710 1361 768 593 2200 2034 1016
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=12
num_cat=0
split_feature=48 48 51 4 0 15 2 16 133 4 47
split_gain=8.32647e-05 0.000116274 0.000112055 9.67897e-05 9.13968e-05 5.2381e-05 0.000157537 7.71784e-05 8.69915e-05 9.00993e-05 6.49178e-05
threshold=0.12649500000000002 0.097140000000000018 0.08955500000000001 0.27020000000000005 -0.17106499999999999 -0.0063699999999999989 0.087005000000000013 0.15737500000000001 0.065880000000000008 -0.078484999999999985 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 8 9 -7 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.00045903481533829491 -0.0005493971072464374 0.00060395574369517043 -0.00054269029950747955 0.0005661059057825667 -0.00028235300559669303 -0.00037686570313334901 -0.00090342087846578963 -0.00031138744227032837 0.00058016758160374729 0.00028926475877949395 0.00035944197679150928
leaf_weight=0.0013715827817690806 0.0010014935891659018 0.0012629895494709357 0.0014037286722333392 0.001220511361794332 0.0013784858710259064 0.00143578293048906 0.0010635314322929761 0.0018542783782472885 0.001351030577098622 0.0017109178397440392 0.0010812102234386001
leaf_count=79 135 238 367 388 315 577 653 197 492 381 88
internal_value=0 3.43844e-05 -1.74763e-05 4.16589e-05 -1.52544e-05 -8.1129e-05 -0.000272876 2.5226e-05 0.000164002 -1.46786e-05 -2.38765e-07
internal_weight=0 0.015134 0.0138711 0.0124673 0.0112468 0.00987524 0.00352323 0.00635201 0.00449773 0.0031467 0.0024597
internal_count=3910 3775 3537 3170 2782 2703 1056 1647 1450 958 403
is_linear=0
shrinkage=0.00196078


Tree=3400
num_leaves=13
num_cat=0
split_feature=484 52 52 2 2 2 0 12 0 43 15 52
split_gain=9.38479e-05 8.49282e-05 0.000105509 0.000139869 0.000118789 5.43829e-05 8.10593e-05 8.94083e-05 0.000106436 0.000144819 0.000105777 9.64846e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 0.085355000000000014 0.10251500000000001 0.12547000000000003 -0.17106499999999999 0.088285000000000016 -0.10209999999999998 -1.0000000180025095e-35 0.088190000000000004 0.10599500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 8 -8 -10 11 -9
right_child=1 5 3 4 -6 -7 7 10 9 -11 -12 -13
leaf_value=-0.00055151164172505913 -0.00026114350900882286 0.00041942881914556611 0.00098361540397356377 -0.00015222596901847996 0.00064009955982547871 -0.00047512586103314942 -0.00082263753432986017 -0.00051885702310262394 -0.00059685106156956306 0.000290823699348187 0.00047147510505629337 0.00027610335734187276
leaf_weight=0.0011420843707621335 0.0012812416627305716 0.0013635212024717949 0.0010949786932696001 0.0018121181626093719 0.0012154452698151306 0.0011459459300980001 0.0011104025650517267 0.0013162153779392571 0.0012811327659880264 0.0015756481433357988 0.0017448889431961774 0.0010594700369381382
leaf_count=612 369 120 182 220 222 201 159 339 582 189 562 153
internal_value=0 3.02753e-05 0.000230321 0.000383063 0.000165861 -7.17329e-05 -2.28224e-05 -9.73819e-05 -0.00030749 -0.000107257 0.000104905 -0.000164333
internal_weight=0 0.016001 0.00540378 0.00412254 0.00302756 0.0105972 0.00945128 0.00808776 0.00396718 0.00285678 0.00412057 0.00237569
internal_count=3910 3298 993 624 442 2305 2104 1984 930 771 1054 492
is_linear=0
shrinkage=0.00196078


Tree=3401
num_leaves=11
num_cat=0
split_feature=4 0 4 4 0 0 16 0 48 15
split_gain=2.7929e-05 5.70404e-05 5.13865e-05 4.4818e-05 4.48813e-05 8.94671e-05 4.78807e-05 7.45379e-05 0.00011485 3.20564e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 -0.10071499999999999 -0.074249999999999997 -0.014099999999999998 -0.11756999999999999 0.082070000000000018 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 -5 -10
right_child=1 -3 3 4 5 -7 -8 -9 9 -11
leaf_value=-0.015866972786152126 -0.021161679752220285 0.021342557926971869 0.019357220991598152 -0.034311547197150467 -0.029872704519918015 0.0037741146661447265 0.023867644661610912 0.019095956630811081 0.01756653142888227 -0.0061336956809379889
leaf_weight=0.0010373796505424035 0.0011415329588449494 0.0012655242252030382 0.0012009023588452896 0.00112348448326028 0.0013848015498522191 0.0018407204172905716 0.0010063959407431954 0.001427480398431053 0.0010509798106399237 0.0012488542966879457
leaf_count=176 498 239 534 218 1154 609 127 148 118 89
internal_value=0 0.00119861 -0.00103267 0.00120175 -0.00119874 -0.0106714 0.00401777 -0.00010048 -0.00810515 0.00469685
internal_weight=0 0.0126907 0.0114252 0.0102836 0.00908272 0.00322552 0.00585719 0.0048508 0.00342332 0.00229983
internal_count=3910 3734 3495 2997 2463 1763 700 573 425 207
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=13
num_cat=0
split_feature=158 159 160 133 133 40 15 2 42 160 16 16
split_gain=9.40828e-05 9.75618e-05 5.79548e-05 9.79924e-05 7.8056e-05 0.000131967 0.000121313 0.000152536 0.000189681 0.000110388 8.46346e-05 4.88333e-05
threshold=0.085745000000000002 0.08764000000000001 -1.0000000180025095e-35 -0.0023199999999999996 0.10599500000000002 -0.034699999999999988 -0.11739999999999999 0.10393500000000001 0.088115000000000013 0.087825000000000014 -0.083564999999999987 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 -5 -7 8 9 10 -8 -1
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00063205178029209928 -0.00057792821737561665 0.00055853678015647078 -0.00037871103754282247 0.00083507728659731287 -0.00038247302079079176 -0.00053881304442262028 0.0007440387615122938 -0.00031563918740446005 0.0009670400149693456 -0.00042485227034794567 5.7385313326433985e-05 -4.0564523521293807e-05
leaf_weight=0.0010098673251734448 0.0010676780164356374 0.001209690494855851 0.0018972653734972726 0.0010077202567854498 0.0011213989883313803 0.0010511026480590656 0.0011135135705259858 0.0018215345792769412 0.0013815671736947775 0.001041223508218253 0.0018150841244693027 0.0011452017570484111
leaf_count=416 410 291 782 204 408 149 79 285 145 87 229 425
internal_value=0 2.36977e-05 -2.12151e-05 3.09483e-05 0.00010602 0.000165359 8.32956e-05 0.000174458 0.00034128 0.000123504 0.000318465 -0.000317736
internal_weight=0 0.0156152 0.0144055 0.0122504 0.0103531 0.00923175 0.00822403 0.00717292 0.00535139 0.00396982 0.0029286 0.00215507
internal_count=3910 3500 3209 2368 1586 1178 974 825 540 395 308 841
is_linear=0
shrinkage=0.00196078


Tree=3403
num_leaves=11
num_cat=0
split_feature=484 3 133 160 151 4 42 43 2 2
split_gain=2.72988e-05 4.15915e-05 4.27463e-05 0.000100053 5.78625e-05 7.86408e-05 0.000100876 0.00010792 4.95019e-05 5.01157e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.085714999999999986 -0.083654999999999993 -0.0088999999999999982 0.25367000000000006 -1.0000000180025095e-35 -0.074254999999999988 0.086650000000000019 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10
right_child=1 2 3 4 5 -7 7 8 9 -11
leaf_value=-0.01576666017614187 0.02035939887604124 0.015622243347559057 -0.032526902322574699 -0.016509375093445151 -0.027697090542507536 0.029119483177896539 0.027816607253778047 -0.019165105602421448 0.021679525314783211 -0.0070118538508361101
leaf_weight=0.0010283938953905307 0.0010375102124251983 0.0014358305828506652 0.0010195646133180193 0.0016446014625772056 0.001092014064503378 0.0010837762951924831 0.001558539056813421 0.0013099454732093539 0.0010355320299410969 0.0014773143178682217
leaf_count=627 225 530 505 361 519 252 275 280 194 142
internal_value=0 0.00117309 -0.000534538 -0.00280415 0.00048917 0.00418844 1.44506e-05 0.00563785 -0.00340435 0.00481173
internal_weight=0 0.0126946 0.0116571 0.0102213 0.00920172 0.00755712 0.00647334 0.00538133 0.00382279 0.00251285
internal_count=3910 3283 3058 2528 2023 1662 1410 891 616 336
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=12
num_cat=0
split_feature=52 52 1 2 2 1 3 2 47 1 2
split_gain=2.69822e-05 7.04999e-05 4.05185e-05 8.33622e-05 7.46704e-05 6.79417e-05 5.08133e-05 4.06499e-05 6.26863e-05 3.79377e-05 3.06233e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.088010000000000019 0.086650000000000019 0.10393500000000001 0.092550000000000007 -0.080884999999999985 0.11542500000000001 0.09252500000000001 0.085990000000000011 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 6 -4 -5 8 10 -2 -7
right_child=1 2 5 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.014596821345499875 0.0045745684765839184 -0.034087535829761921 0.024114704464640674 -0.0084742506880649115 -0.023548401447548349 0.013835565348836221 0.020516031678039708 0.01173335926699795 -0.027794609813825401 0.031683880586029639 -0.010640765443856223
leaf_weight=0.0011716671382267984 0.0010304409581481234 0.0010343022720835779 0.001250918159855027 0.0010737990689899258 0.0010949719962299407 0.0010400297656035749 0.0013837061788299191 0.0014407734151705457 0.0011003736825691418 0.0010344427130196221 0.001005217422918623
leaf_count=425 278 660 241 486 235 349 405 330 132 268 101
internal_value=0 0.00127433 -0.00206961 -0.00910293 -0.00182867 0.00345695 0.00784882 -0.00217736 -0.00854882 0.0181555 0.00180571
internal_weight=0 0.012489 0.0104241 0.00458678 0.00355248 0.00583731 0.00245751 0.00458639 0.00314562 0.00206488 0.00204525
internal_count=3910 3485 2939 1786 1126 1153 891 912 582 546 450
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=10
num_cat=0
split_feature=158 50 160 156 133 2 43 3 4
split_gain=2.98752e-05 6.41442e-05 5.06155e-05 5.04402e-05 5.27753e-05 8.31612e-05 5.21884e-05 0.000101091 0.000153514
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085519999999999985 0.084330000000000016 -0.0056849999999999991 0.11339500000000001 -0.089949999999999988 -0.074234999999999982 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9
right_child=-2 -3 3 -5 5 -7 7 8 -10
leaf_value=0.024411041371576375 -0.016224143862877509 -0.021845433100381711 -0.015235205969443111 -0.019003680184276412 -0.0028313509714712249 -0.015274278997804303 0.038454910486226533 -0.014757841988338589 0.028471753531510172
leaf_weight=0.0010504970779412976 0.0010570806883539443 0.0010947036145861492 0.001264420579075152 0.0010872227327333268 0.0018500076683096271 0.0014144251477503046 0.0015002094276197267 0.0016226636994829565 0.0016636762718052255
leaf_count=350 488 655 646 364 317 292 445 201 152
internal_value=0 0.00128097 0.00349142 0.00137887 0.00375777 0.00674065 0.0114326 0.0169456 0.0071267
internal_weight=0 0.0125478 0.0114531 0.0104026 0.0093154 0.00805098 0.00663656 0.00478655 0.00328634
internal_count=3910 3422 2767 2417 2053 1407 1115 798 353
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=14
num_cat=0
split_feature=403 158 159 157 457 130 51 51 4 16 2 2 47
split_gain=0.000151589 8.74371e-05 0.000108182 8.8708e-05 9.62473e-05 9.81697e-05 0.000121119 0.000164564 0.000158819 0.00019043 9.2857e-05 0.000199868 8.1609e-05
threshold=-1.0000000180025095e-35 0.085745000000000002 0.08764000000000001 -1.0000000180025095e-35 -0.068264999999999978 -1.0000000180025095e-35 0.08955500000000001 0.013805000000000001 0.25367000000000006 -0.088504999999999986 0.10325000000000002 0.086875000000000022 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 -7 11 12 -11
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00090689335397797039 -0.00068147198070176883 -0.00066332387651793598 0.00048495129798532864 -0.00066880449334324392 -0.00060389016739935289 -0.00070060660237071049 -0.0004486217810020565 0.00082337496271334587 0.00058714330292408917 -0.00041767437035772391 -0.00042493298769466704 0.00075915107621029655 0.00030006571196307548
leaf_weight=0.0010319840607472463 0.0010799050313091947 0.0011150416831415743 0.0011460420066181703 0.0010458431569672294 0.0011179651362115692 0.0016571513115307621 0.0018859701115064688 0.0010605055054402806 0.0014779471395375407 0.0015491913292055978 0.0011724734809339665 0.0015387502214513817 0.0010036486708538961
leaf_count=930 498 323 263 139 145 207 261 68 287 298 171 258 62
internal_value=0 -0.000132726 -9.51268e-05 -0.000140694 -9.74656e-05 -4.95235e-05 5.10207e-06 9.55608e-05 3.66464e-06 -0.000120931 6.1554e-05 0.00020096 -0.000135495
internal_weight=0 0.0168504 0.0157354 0.0145894 0.0135094 0.0124636 0.0113456 0.00945967 0.00839916 0.00692122 0.00526406 0.00409159 0.00255284
internal_count=3910 2980 2657 2394 1896 1757 1612 1351 1283 996 789 618 360
is_linear=0
shrinkage=0.00196078


Tree=3407
num_leaves=15
num_cat=0
split_feature=158 4 13 12 1 0 47 2 12 15 15 4 16 0
split_gain=0.000143797 0.000150061 0.000135601 0.00016649 0.00018036 0.000164797 0.000134271 9.76627e-05 8.84947e-05 0.000129031 0.000119785 0.000106536 8.02833e-05 6.34952e-05
threshold=0.085745000000000002 -0.51381999999999983 -0.45122499999999993 0.092365000000000017 0.11561500000000001 -0.017269999999999997 0.09252500000000001 0.11462500000000002 0.088285000000000016 0.035895000000000003 -0.0071449999999999994 0.0057500000000000008 -0.057604999999999996 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 13 6 7 8 9 10 11 -4 -8 -5
right_child=-2 2 3 4 -6 -7 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00070074103233385549 -0.00067962154597307918 0.00072647774708418705 -0.00035875661430551038 -0.0010229722929318043 0.00028696796291253026 0.00088131143669344136 1.5835079710453278e-05 0.00073410676289155862 0.00049637281871182091 -0.00052129422337783668 0.00074091254571202378 0.00034617973619809902 -0.00075745343534813325 -0.00035084197289074074
leaf_weight=0.0010055433487287649 0.0011594685632433646 0.0011577587884099043 0.0017602120590311573 0.0010919301099947742 0.0010930820093619786 0.00104792575731144 0.0010028847092662958 0.0010527506937277166 0.001651835584493549 0.0014641082535905171 0.0010163648789053093 0.0015501080040653753 0.0010636244218948524 0.0010697867929692958
leaf_count=76 410 86 471 580 125 198 100 181 485 506 103 159 114 316
internal_value=0 3.40192e-05 8.01318e-05 2.97899e-05 -0.00036213 0.000139664 6.60798e-05 0.000175118 9.60495e-05 -1.81435e-05 0.000152118 -2.86594e-05 -0.000382174 -0.00069035
internal_weight=0 0.0170279 0.0160224 0.0148646 0.0032548 0.0116098 0.0105619 0.00849538 0.00744263 0.00579079 0.00432668 0.00331032 0.00206651 0.00216172
internal_count=3910 3500 3424 3338 1021 2317 2119 1905 1724 1239 733 630 214 896
is_linear=0
shrinkage=0.00196078


Tree=3408
num_leaves=15
num_cat=0
split_feature=158 48 1 49 3 12 2 13 42 1 15 52 15 13
split_gain=0.000128254 0.000165599 0.0001243 0.000127502 0.000159177 0.000157834 0.000122827 9.57212e-05 7.42253e-05 0.000104539 8.33018e-05 5.94254e-05 3.35525e-05 1.27285e-05
threshold=0.085745000000000002 0.12738500000000003 0.10752500000000002 -0.085974999999999982 0.094625000000000015 0.090480000000000019 0.114165 -0.0043499999999999988 0.088915000000000008 0.088495000000000018 0.079360000000000014 -0.023079999999999996 -0.017214999999999998 -0.23438999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 11 -7 9 10 12 -4 -5 -6
right_child=-2 -3 6 4 13 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00064283004495447509 -0.00066593530735222048 -0.00072418387789694848 0.0004153175439116681 0.00037030375120612394 0.00066544566309809864 -0.00099135946977372495 0.00086247633904648212 -0.00013417035204619081 -0.00040766497675748627 -0.00022638077700159835 -2.1599150024623815e-05 -0.00016032758989815852 0.00087683802041956188 0.00036514087558657592
leaf_weight=0.0011658492809755198 0.0011003506509612146 0.0010594831290367942 0.0014172896382638016 0.0010006430415142814 0.0010646762025423584 0.001001276765752106 0.0013201313455714217 0.0010021550602998578 0.0010186096961762869 0.0016598803370794016 0.0012384998021911682 0.0013426523545904019 0.0010104712419385705 0.001106707306137599
leaf_count=160 410 117 127 377 33 630 259 381 250 202 469 159 216 120
internal_value=0 2.55686e-05 7.73217e-05 -2.88536e-05 4.19976e-05 -8.67789e-05 0.000370568 -0.000562577 7.40194e-05 0.000173958 0.000378448 0.000135279 0.000624809 0.000512387
internal_weight=0 0.0164083 0.0153488 0.0112688 0.0101029 0.00793154 0.00408007 0.00200343 0.0059281 0.00490949 0.00324961 0.00275994 0.00201111 0.00217138
internal_count=3910 3500 3383 2838 2678 2525 545 1011 1514 1264 1062 286 593 153
is_linear=0
shrinkage=0.00196078


Tree=3409
num_leaves=15
num_cat=0
split_feature=158 48 50 4 124 3 2 52 0 0 3 1 49 2
split_gain=0.000112551 0.000120922 0.000151774 0.000145551 9.40114e-05 0.00032476 0.000124713 0.000128601 0.000174856 0.000127039 0.000124801 6.18699e-05 6.06453e-05 4.89725e-05
threshold=0.085745000000000002 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.018779999999999995 0.10420500000000001 0.095195000000000016 -0.092854999999999979 -0.077944999999999987 -0.10071499999999999 -0.086589999999999986 0.092730000000000021 -0.006494999999999999 0.10679500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 11 -8 12 -9 -7
right_child=-2 -3 -4 -5 5 13 10 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00047339088947956728 -0.00061688557042631237 -0.0006227361684534306 -0.00059401865634321988 0.00070199117691619535 -0.00054555376402860368 0.00050105592751591404 4.211179111028012e-05 8.1033582699366468e-05 0.00078282408029970775 -0.00046009482357061121 -0.00090942631285228419 -0.00016964935713439735 0.00074007232062617495 0.0010886673903959991
leaf_weight=0.001148993748696407 0.0011021429004537875 0.0010221549095243828 0.0012064845256958391 0.0015283388911593683 0.0010792495197774954 0.0010861657797596189 0.0010013632780984539 0.0010527434875840513 0.0014525594699135074 0.0015274868546839085 0.0011256606189969202 0.0010185342932587105 0.0010954140555846353 0.0010950482500094588
leaf_count=167 410 117 632 323 237 55 187 62 179 967 370 38 91 75
internal_value=0 3.03711e-05 7.36696e-05 0.000130353 6.14698e-05 0.00011475 -4.41372e-05 7.87049e-05 0.000188313 4.34809e-06 -0.00046146 0.000228377 0.000417098 0.000796058
internal_weight=0 0.0164402 0.015418 0.0142116 0.0126832 0.0115342 0.00935301 0.00722599 0.00614674 0.00469418 0.00212702 0.00316669 0.00214816 0.00218121
internal_count=3910 3500 3383 2751 2428 2261 2131 1574 1337 1158 557 191 153 130
is_linear=0
shrinkage=0.00196078


Tree=3410
num_leaves=14
num_cat=0
split_feature=41 158 159 457 2 1 48 4 16 12 3 52 4
split_gain=0.000121871 0.000149497 0.000104369 7.30703e-05 0.000103297 0.00015098 0.000140592 0.000117027 0.000100123 0.000126798 8.56363e-05 8.52273e-05 1.95919e-05
threshold=0.078535000000000008 0.085745000000000002 0.08764000000000001 -0.068264999999999978 0.11339500000000001 0.11774500000000002 0.083775000000000002 0.15927500000000003 0.41476000000000007 0.090480000000000019 0.086245000000000016 0.0033900000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 11 -8 12 -5
right_child=-2 -3 -4 4 5 -7 10 -9 -10 -11 -12 -13 -14
leaf_value=-0.0004684229965804684 -0.00067006065408598816 -0.00071096312992122092 0.00060024763607662761 -0.00044093115737943764 -0.00078674583193023807 0.00021577193243923446 0.00088035176819573134 0.00050285034472079574 0.00042210372730322259 -0.00061716753500032199 0.00020032812658675483 0.00032613736907223328 -6.3641901976707201e-05
leaf_weight=0.0010985893647332034 0.0010489675265783439 0.0010155298559190581 0.0012872659639345434 0.0011196108186810002 0.0012392276768431335 0.0010816932006557627 0.0013049364843071955 0.001503422089571666 0.0011704308541055919 0.0019272710834778045 0.0015668904867267575 0.0017040971614364162 0.0010033912365742473
leaf_count=246 195 385 277 434 242 172 300 165 142 708 76 517 51
internal_value=0 1.8566e-05 6.485e-05 1.8028e-05 5.72623e-05 -0.00031951 0.000134648 6.98025e-06 -0.000100677 -0.000207009 0.000509326 -4.59684e-07 -0.000262614
internal_weight=0 0.0170224 0.0160068 0.0147196 0.013621 0.00232092 0.0113001 0.00842822 0.0069248 0.00575437 0.00287183 0.0038271 0.002123
internal_count=3910 3715 3330 3053 2807 414 2393 2017 1852 1710 376 1002 485
is_linear=0
shrinkage=0.00196078


Tree=3411
num_leaves=14
num_cat=0
split_feature=158 50 47 4 15 150 403 156 52 4 43 1 52
split_gain=0.000104925 8.35905e-05 7.40062e-05 0.000115427 0.000116914 6.47114e-05 7.08653e-05 8.39711e-05 9.82648e-05 0.000126327 8.80137e-05 4.88249e-05 3.45916e-05
threshold=0.085745000000000002 0.088425000000000017 0.11939500000000002 0.25367000000000006 -0.10312999999999999 0.086420000000000011 0.088015000000000024 0.084330000000000016 0.086950000000000013 -0.0017649999999999999 -0.00084499999999999994 0.11026000000000001 0.10599500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 -6 -5 -10
right_child=-2 -3 -4 11 5 -7 -8 -9 12 -11 -12 -13 -14
leaf_value=-0.00061239790602779867 -0.00061962937558433968 -0.00043968522669599362 -0.00042356876335686533 0.00023338698360563287 0.0003858393567617836 -0.00024758452686843849 -0.00032571531736274667 -0.0002629742424482748 -0.00028575793552143146 9.7530870871080134e-05 0.0011420074569036874 0.00082992349706297172 0.00021337523491475241
leaf_weight=0.0010019538493289204 0.0010458227670799109 0.0013788630792062528 0.0010988613851639637 0.0010733011127481362 0.0011136252164310411 0.0018056554089973141 0.0010110291054326939 0.0011366783171884243 0.0010238376342799616 0.0017860141757220383 0.0012629467018886466 0.0010373328270684805 0.0011153736473396934
leaf_count=213 410 668 95 134 481 259 195 273 278 255 153 241 255
internal_value=0 2.16094e-05 6.5577e-05 0.000105786 2.68913e-05 8.93514e-05 0.000161354 0.000227556 0.000316035 0.000491561 0.000787679 0.000526572 -2.55125e-05
internal_weight=0 0.0158455 0.0144666 0.0133677 0.0112571 0.0102552 0.0084495 0.00743848 0.0063018 0.00416259 0.00237657 0.00211063 0.00213921
internal_count=3910 3500 2832 2737 2362 2149 1890 1695 1422 889 634 375 533
is_linear=0
shrinkage=0.00196078


Tree=3412
num_leaves=13
num_cat=0
split_feature=158 50 156 160 133 51 133 0 49 43 52 2
split_gain=9.2512e-05 6.9318e-05 8.21363e-05 0.000104144 7.72116e-05 8.30226e-05 0.000101013 0.000112955 0.000112346 0.000108574 0.000139055 8.74117e-05
threshold=0.085745000000000002 0.088425000000000017 0.090135000000000007 -0.08266999999999998 -0.0056849999999999991 0.08955500000000001 0.10599500000000002 -0.017269999999999997 -0.085174999999999987 -0.078844999999999985 -0.068164999999999989 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 -10 -11 -12
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 11 -13
leaf_value=0.00061602945900965519 -0.00058324038537035754 -0.00040183230051175147 -0.00047527179642122257 -0.00035576938903462957 -0.00044525353426647438 -0.00037204401557166394 -0.00040461463943431417 0.00074346710817170677 -0.0001436776211181309 0.0010395375056899111 -0.00010343615016253896 0.00064160473829473865
leaf_weight=0.0013612112861889928 0.001042641646539476 0.0013647594594134683 0.0010191558874714885 0.0016100312745605328 0.0010647229753446615 0.0012255395199321064 0.0010318988298465325 0.0014437523812453517 0.0017822632616623793 0.0010726109350931031 0.0015041491795348325 0.0010133029325497681
leaf_count=335 410 668 338 678 93 143 312 141 363 80 205 144
internal_value=0 2.01573e-05 6.09195e-05 0.000102604 4.31161e-05 0.000106462 0.000172259 0.000247794 0.00013662 0.00025194 0.000448342 0.000196451
internal_weight=0 0.0154934 0.0141286 0.0131095 0.0117483 0.0101382 0.0089127 0.0078808 0.00643705 0.00537233 0.00359006 0.00251745
internal_count=3910 3500 2832 2494 2159 1481 1338 1026 885 792 429 349
is_linear=0
shrinkage=0.00196078


Tree=3413
num_leaves=11
num_cat=0
split_feature=123 133 42 160 484 42 43 16 16 2
split_gain=2.62285e-05 6.50423e-05 4.70739e-05 6.52291e-05 9.53879e-05 5.66524e-05 6.77453e-05 3.83705e-05 6.60012e-05 6.62886e-05
threshold=1.0000000180025095e-35 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084750000000000006 0.092145000000000019 -0.071214999999999987 0.054425000000000008 -0.19424999999999998 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 -8 -10
right_child=-2 2 3 5 -6 -7 7 -9 9 -11
leaf_value=0.018158869783498836 0.015203425150445787 -0.021296694476171791 -0.035802995804341264 0.026964421539722807 0.0051995369558914019 -0.015345902774722371 -0.010797809004544759 -0.014525619990920583 0.0014768117580509592 0.034469540914270493
leaf_weight=0.0014896982648377024 0.0010136942903452633 0.0013909799619252977 0.0012089373925677602 0.0013109278644417646 0.0010691489009836117 0.0014259502069695019 0.0014420495179035143 0.001158292261313365 0.001370880326576421 0.0010957291078643695
leaf_count=573 334 721 578 316 304 442 177 173 186 106
internal_value=0 -0.00149914 -0.00405163 -0.00167237 -0.0165597 0.00267354 0.00670228 0.00146003 0.00619722 0.016133
internal_weight=0 0.0129626 0.0114729 0.0100819 0.00227809 0.00780383 0.00637788 0.00506695 0.00390866 0.00246661
internal_count=3910 3576 3003 2282 882 1400 958 642 469 292
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=11
num_cat=0
split_feature=1 15 16 2 42 133 160 52 0 4
split_gain=2.82173e-05 5.06405e-05 0.000105999 6.36151e-05 4.96741e-05 5.52069e-05 5.47421e-05 4.8491e-05 5.37093e-05 4.68622e-05
threshold=0.10398500000000001 -0.017214999999999998 -0.062279999999999995 0.11542500000000001 0.092145000000000019 0.065880000000000008 -0.025614999999999995 -0.031409999999999993 -0.083424999999999985 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 -9 -7
right_child=1 -3 -4 -5 -6 9 7 8 -10 -11
leaf_value=0.012327501064097468 -0.0022242522438441232 0.023418309010871163 -0.020893896078862439 0.03217399608334489 -0.022974340287895384 0.027789473918222438 -0.026089065896930743 0.005828373789659844 -0.022551265795356351 -0.0013048583550033274
leaf_weight=0.001274553587969198 0.0011390308289421047 0.001231059662804354 0.001457884605255234 0.001018269940786205 0.0011497593203546276 0.0010643063918230611 0.0014630619950762695 0.0019564633321845219 0.0010117008130182729 0.0011537510851013207
leaf_count=416 195 210 249 233 591 170 330 500 353 663
internal_value=0 0.00590081 -6.43309e-05 0.0140121 -0.00355029 -0.000731838 -0.00593609 -0.0111892 -0.00384485 0.0126557
internal_weight=0 0.00484625 0.00361519 0.0021573 0.0090736 0.00792384 0.00570578 0.00443123 0.00296816 0.00221806
internal_count=3910 887 677 428 3023 2432 1599 1183 853 833
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=14
num_cat=0
split_feature=484 41 157 3 2 39 15 43 52 51 15 13 13
split_gain=8.44032e-05 8.29188e-05 0.000112815 8.7085e-05 9.98066e-05 0.000167509 0.000134475 0.000149433 0.000107607 8.64039e-05 6.63428e-05 8.53547e-05 2.82528e-05
threshold=-0.0043499999999999988 0.078150000000000011 -0.073574999999999988 -0.10315499999999998 0.12547000000000003 0.005105000000000001 0.088190000000000004 -0.079109999999999986 -0.081429999999999989 0.013805000000000001 -0.10312999999999999 -1.0000000180025095e-35 0.15641500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 5 6 7 -5 -9 10 -10 -12 -4
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.00053454049200774348 0.00056627690878865284 -0.00052273204089508976 0.00059402216624556445 -0.00084486203927192744 -0.00059620610159409181 0.00062917505773582919 0.00037149010784793467 0.00045488924666244545 -0.00078699528596543446 0.00016360546760705598 -0.00059912833161976972 0.00015339624756939137 0.00013593830442445304
leaf_weight=0.0011628822344150564 0.0014637949091070692 0.001043162124058211 0.0010341983257373148 0.0012369370976990169 0.0012454142007190588 0.001374050427412842 0.0018238478570164777 0.0011095139835421187 0.0011141921550427629 0.001553107034640476 0.0011064473859042838 0.001216747295247571 0.0010363778248886849
leaf_count=612 387 183 170 340 257 247 665 166 148 119 391 110 115
internal_value=0 1.21663e-05 4.86011e-05 -6.10834e-06 -7.1291e-05 -9.23623e-06 -0.000104993 -0.000223439 -9.74295e-05 -0.000220224 -0.000393649 -0.000205002 0.000364739
internal_weight=0 0.0163578 0.0153146 0.0138508 0.0117803 0.0105348 0.00916079 0.00733694 0.00610001 0.00499049 0.00343739 0.00232319 0.00207058
internal_count=3910 3298 3115 2728 2443 2186 1939 1274 934 768 649 501 285
is_linear=0
shrinkage=0.00196078


Tree=3416
num_leaves=11
num_cat=0
split_feature=48 4 13 52 12 13 52 16 1 4
split_gain=2.86239e-05 6.56526e-05 5.81585e-05 7.48075e-05 8.73171e-05 6.59621e-05 5.62767e-05 7.00833e-05 6.52908e-05 6.5529e-05
threshold=0.11930500000000001 0.28937500000000005 -0.014114999999999997 -0.013104999999999999 0.085665000000000005 -0.10023999999999998 -0.088354999999999989 -0.010344999999999998 0.092550000000000007 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 8 9 -8
right_child=-2 -3 6 4 5 -7 7 -9 -10 -11
leaf_value=0.0074119420297602536 -0.01605849905837332 0.021720737809124376 -0.0149616956479693 -0.042222397798905804 0.0097991603817892403 -0.024733879761087499 -0.0052301093187654074 0.027875779916841988 -0.017987994152810906 0.025613061422477903
leaf_weight=0.0017024974351891563 0.001058619341962848 0.0013723934146492702 0.001182531713823474 0.0010483271366711513 0.0011245022250107337 0.0010885898968453448 0.0013529361916151559 0.001454391098026087 0.0011391145951487741 0.001403328650349154
leaf_count=691 161 388 372 372 80 858 491 218 119 160
internal_value=0 0.00104799 -0.00141987 -0.00957912 -0.0184486 -0.00718717 0.00478036 0.00914421 0.00215054 0.0104734
internal_weight=0 0.0128686 0.0114962 0.00496392 0.00326142 0.00221309 0.0065323 0.00534977 0.00389538 0.00275626
internal_count=3910 3749 3361 2001 1310 938 1360 988 770 651
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=11
num_cat=0
split_feature=11 43 1 42 49 1 0 13 16 1
split_gain=2.77461e-05 3.42323e-05 5.77209e-05 7.49534e-05 8.96375e-05 6.55827e-05 6.00368e-05 7.70057e-05 6.65695e-05 5.97755e-05
threshold=0.079700000000000007 -0.16369999999999998 0.10113500000000002 0.086325000000000013 -0.07107999999999999 0.11183500000000002 -0.10071499999999999 -0.083924999999999986 -0.094359999999999986 0.12263000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 8 -8 -6 -7
right_child=-2 2 5 -5 6 9 7 -9 -10 -11
leaf_value=0.014291429162687205 -0.015776803796044302 -0.028179431761915476 0.029010494281979535 -0.025756881121282021 -0.00049760066387048003 -0.017869567912964113 0.011563738054002952 -0.023073318937091011 0.032900339570134711 0.013600785306269845
leaf_weight=0.0016957950071032667 0.001060103996155244 0.0010029423776791186 0.0011592635347342684 0.0015256491098277888 0.0012069166182660795 0.001052673090588388 0.0012650107490558957 0.0013029937520674351 0.0011806130808629245 0.0014146770905302673
leaf_count=246 254 133 237 1078 130 210 350 859 86 327
internal_value=0 0.00105755 -0.000962287 -0.00597965 -0.00091575 0.00939188 0.0046021 -0.00601095 0.0160174 0.000174238
internal_weight=0 0.0128065 0.0111107 0.00748413 0.00595848 0.00362661 0.00495553 0.002568 0.00238753 0.00246735
internal_count=3910 3656 3410 2636 1558 774 1425 1209 216 537
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=10
num_cat=0
split_feature=124 16 12 2 4 2 15 4 52
split_gain=2.74353e-05 3.54709e-05 8.83495e-05 5.4945e-05 9.87289e-05 8.81717e-05 6.16411e-05 8.53872e-05 6.58473e-05
threshold=-0.048219999999999992 0.10994000000000002 0.091405000000000014 0.10325000000000002 0.060350000000000008 0.09116500000000001 -0.10312999999999999 0.0057500000000000008 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.015567372612728895 -0.017816576438257594 -0.030263801027059469 0.0034924126692716956 0.036443170273304175 -0.0012063085890917204 -0.027725070934721398 -0.012165413226913049 0.030913709899555938 0.018524255831028298
leaf_weight=0.0010210244971932342 0.0012167363078323659 0.0013314321319333909 0.0018564143438531185 0.0011116087065679043 0.0018651972149488023 0.0012249391783992385 0.0019323469336435346 0.001153212110352447 0.0010954614049660835
leaf_count=319 234 289 362 239 333 459 820 148 707
internal_value=0 -0.00146669 -0.0106062 0.0015684 0.0128529 -0.00350382 0.00199283 0.00775765 -0.00106189
internal_weight=0 0.0127873 0.00318785 0.0095995 0.00297681 0.0066227 0.00539776 0.00418102 0.00302781
internal_count=3910 3591 651 2940 572 2368 1909 1675 1527
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=11
num_cat=0
split_feature=48 4 13 52 12 0 151 1 4 3
split_gain=2.80834e-05 5.65725e-05 4.5468e-05 6.34905e-05 7.62714e-05 6.3478e-05 5.42713e-05 5.45638e-05 9.58016e-05 6.84985e-05
threshold=0.11930500000000001 0.28937500000000005 -0.014114999999999997 -0.013104999999999999 0.085665000000000005 -0.083564999999999987 -0.051109999999999996 0.086560000000000012 0.0057500000000000008 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 9 -9 -8
right_child=-2 -3 6 4 5 -7 7 8 -10 -11
leaf_value=0.007253461917698479 -0.015961530417480926 0.020346842532975657 0.025310470532778042 -0.039229120893602115 0.0099392126662720785 -0.024155553434036144 -0.0035176834660817086 -0.03377465337111614 0.0048051182999731892 0.028900969795871652
leaf_weight=0.0016859744897207746 0.0010429062144945199 0.0013643804503088641 0.0010337647366283212 0.0010244428661042972 0.0011554654469097987 0.001035391864121727 0.0015034223841459858 0.0010253021973735173 0.0017291921873527349 0.0011505539480682172
leaf_count=691 161 388 185 372 396 542 498 322 87 268
internal_value=0 0.00110831 -0.00120567 -0.0084641 -0.0167058 -0.00617386 0.00431657 0.00030384 -0.00955538 0.0105365
internal_weight=0 0.0127079 0.0113435 0.00490127 0.0032153 0.00219086 0.00644224 0.00540847 0.00275449 0.00265398
internal_count=3910 3749 3361 2001 1310 938 1360 1175 409 766
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=14
num_cat=0
split_feature=158 50 47 4 15 49 42 13 15 16 48 2 1
split_gain=0.000105089 7.59931e-05 6.79246e-05 0.00014135 0.000139776 7.98009e-05 0.000139503 0.000215043 0.000102129 9.85235e-05 0.000209434 6.47647e-05 4.02202e-05
threshold=0.085745000000000002 0.088425000000000017 0.11939500000000002 0.25367000000000006 -0.10312999999999999 -0.085974999999999982 0.084100000000000022 -0.053249999999999999 0.079360000000000014 0.15737500000000001 0.086215000000000014 0.081110000000000015 0.11026000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 9 10 11 -7 -5
right_child=-2 -3 -4 12 5 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00067644142802226136 -0.00061758561510440462 -0.00040795075546971123 -0.00039848438300390886 0.00030281587710834386 -0.00034456270544713411 0.00059550100088230217 -0.00076794005038451779 0.00043407952063028213 -0.00013997128249083893 -9.1696270823549433e-06 -4.960903095528958e-05 0.0012435518475413232 0.0008395842465469223
leaf_weight=0.0010063095370961587 0.0010316631258203137 0.0013999083480387706 0.0010972029914883127 0.0010784206969960551 0.0014042821006794185 0.0010867871982110124 0.0013330404463954143 0.0010025867477206109 0.0015065746688147294 0.0013489983896696478 0.00121888933224471 0.0013046521224261629 0.0010684199532791602
leaf_count=213 410 668 95 134 177 91 724 103 524 231 99 200 241
internal_value=0 2.82595e-05 7.05013e-05 0.00010902 2.07637e-05 8.95093e-05 0.000158765 -0.000251963 0.00030713 0.000442953 0.000611888 0.000949046 0.00056995
internal_weight=0 0.0158561 0.0144562 0.013359 0.0112121 0.0102058 0.00880153 0.00233563 0.0064659 0.00495933 0.00361033 0.00239144 0.00214684
internal_count=3910 3500 2832 2737 2362 2149 1972 827 1145 621 390 291 375
is_linear=0
shrinkage=0.00196078


Tree=3421
num_leaves=10
num_cat=0
split_feature=39 13 48 51 457 1 1 2 3
split_gain=2.72322e-05 7.23209e-05 7.41882e-05 9.62358e-05 0.000107891 0.000101168 9.50263e-05 4.41793e-05 9.17114e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.08955500000000001 0.082870000000000013 0.11198000000000001 0.092550000000000007 0.085355000000000014 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.020632398906216719 0.011692413128432302 0.011740530210333857 -0.028799200447665187 -0.030856291026114764 0.028738921183701822 0.022779967684733619 -0.031601933896652473 0.012301642814493278 -0.022693322050177892
leaf_weight=0.001279362912795041 0.0016946671139589234 0.0016348782893679751 0.0011265208480630918 0.0010118925685755455 0.0012634927323941503 0.0012707530565105882 0.0013541201373937044 0.0012560230105633763 0.0018547228336199015
leaf_count=161 459 750 140 329 192 187 370 246 1076
internal_value=0 -0.00184602 -0.00451563 -0.00167961 0.00173987 -0.00288847 -0.00823594 -0.00156867 -0.00856344
internal_weight=0 0.0120518 0.0107724 0.00964588 0.00863399 0.0073705 0.00609974 0.00474562 0.00311075
internal_count=3910 3451 3290 3150 2821 2629 2442 2072 1322
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=11
num_cat=0
split_feature=484 3 133 160 1 2 2 0 16 13
split_gain=2.74136e-05 4.42685e-05 3.86744e-05 9.22344e-05 6.66075e-05 0.000114927 0.000142883 7.90449e-05 0.000153126 7.87582e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.085714999999999986 -0.080184999999999992 0.10113500000000002 0.10393500000000001 0.086545000000000025 -0.16443499999999997 0.054425000000000008 -0.073799999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -6 -9 -8
right_child=1 2 3 4 7 -7 9 8 -10 -11
leaf_value=-0.016054279110838732 0.020837477548451264 0.014657313648618076 -0.026011868612544925 -0.022362876538006542 -0.0095986593800016801 -0.034349970223716747 0.034212105120204825 0.048466716624489953 -0.0046243566482537211 0.00020774676905841672
leaf_weight=0.0010056283899513531 0.0010427387881825788 0.0014419953829025505 0.0014699683121827895 0.0015754545590711479 0.0010934547780192794 0.0011143580446493703 0.0012306076657969123 0.0011483117288826786 0.0010310368933913175 0.0015254291734997402
leaf_count=627 225 530 568 610 106 209 181 338 148 368
internal_value=0 0.00109894 -0.000670713 -0.00284009 0.00106668 -0.00570917 0.00165922 0.0123415 0.0233496 0.0153912
internal_weight=0 0.0126734 0.0116306 0.0101886 0.00871865 0.00544585 0.00433149 0.0032728 0.00217935 0.00275604
internal_count=3910 3283 3058 2528 1960 1368 1159 592 486 549
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=11
num_cat=0
split_feature=2 40 3 4 42 47 15 4 12 4
split_gain=2.64488e-05 9.07086e-05 8.50127e-05 7.5322e-05 9.19914e-05 8.33133e-05 8.97811e-05 6.18179e-05 5.60825e-05 4.22847e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.10420500000000001 -0.08422499999999998 -0.088669999999999985 0.09252500000000001 -0.096369999999999983 0.053925000000000008 0.089855000000000004 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -2 9 -8
right_child=7 2 -4 4 5 -7 8 -9 -10 -11
leaf_value=-0.03121914978997849 0.020686298381928231 -0.02262429185234012 0.027012847197881447 0.029562228001961066 0.026962110329126827 -0.028681885086371241 -0.0020543519510928016 -0.0059176294121177156 0.01291747424569221 -0.029911396805106905
leaf_weight=0.0010067109717932224 0.0017432817995917454 0.0015857064149146123 0.0010615071082048849 0.0010012181827144294 0.001127858311768171 0.0010529800350178482 0.0011777693841831533 0.0017504073148635977 0.0010778832149333645 0.0010140434298903103
leaf_count=266 353 608 116 181 217 233 694 414 601 227
internal_value=0 -0.00273619 0.000415167 -0.00309759 0.00170167 -0.00341609 0.00263373 0.0073572 -0.00575817 -0.0149424
internal_weight=0 0.0101057 0.00909897 0.00803746 0.00645175 0.00545053 0.00439755 0.00349369 0.0032697 0.00219181
internal_count=3910 3143 2877 2761 2153 1972 1739 767 1522 921
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=10
num_cat=0
split_feature=124 50 15 2 52 3 2 13 0
split_gain=2.85372e-05 3.71906e-05 6.36953e-05 4.87447e-05 6.80868e-05 0.000100384 0.00011647 0.000100337 8.60313e-05
threshold=-0.048219999999999992 0.088425000000000017 -0.15202999999999997 0.11339500000000001 -0.092854999999999979 0.097615000000000021 0.095195000000000016 -0.014114999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=0.016039323711898642 0.02425286711685894 -0.019335338336248561 -0.017632999168305543 -0.019800419510932907 -0.016832486526953384 0.030041507128274421 -0.03088627663517144 -0.0022233070092294543 0.028593292594119909
leaf_weight=0.0010100391696223126 0.001006364727028375 0.0010621345577137226 0.0016802298011779262 0.0013527086240459419 0.0014303073616204346 0.0012878012863518709 0.0010559894494908588 0.001677529173870429 0.0019695023323894334
leaf_count=319 311 661 490 341 894 74 271 92 457
internal_value=0 -0.00143421 0.000224836 -0.00208823 0.000544279 0.00465983 -0.000669509 0.005615 0.0144185
internal_weight=0 0.0125226 0.0114604 0.0104541 0.00910136 0.00742113 0.00613333 0.00507734 0.00364703
internal_count=3910 3591 2930 2619 2278 1788 1714 1443 549
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=11
num_cat=0
split_feature=12 12 12 49 2 13 48 4 3 3
split_gain=2.86882e-05 3.9509e-05 6.23932e-05 4.88319e-05 7.614e-05 5.7614e-05 6.50248e-05 5.61441e-05 6.81234e-05 4.70856e-05
threshold=0.10852500000000001 0.097345000000000015 0.091555000000000011 0.10447000000000002 0.114165 -0.084184999999999996 0.087945000000000009 0.080255000000000007 -0.084129999999999996 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11
leaf_value=-0.022219156632585904 -0.015448544692506217 0.016784400902328463 -0.022478982904434033 0.021689716233946863 0.023988921689908085 -0.0094912064556952527 -0.023082635129555613 -0.01615888179588118 0.030353941673946866 0.0042225952143616239
leaf_weight=0.001444122517137273 0.0011190014677957263 0.0014493368050939428 0.0011824383081982534 0.0011000949259409162 0.0010923463249508094 0.0012448055763305023 0.0010165499406451714 0.001033996773770576 0.0015387581400070566 0.0012494523162090432
leaf_count=754 319 366 589 233 279 524 155 146 398 147
internal_value=0 0.00127266 -0.000789403 0.0018491 -0.000682974 -0.00426313 -7.04116e-07 0.00463002 0.00995994 0.018644
internal_weight=0 0.0123519 0.0109026 0.00972013 0.00862003 0.00752769 0.00608356 0.00506701 0.00403302 0.00278821
internal_count=3910 3591 3225 2636 2403 2124 1370 1215 1069 545
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=11
num_cat=0
split_feature=159 0 52 0 0 4 0 2 15 151
split_gain=2.62878e-05 4.67938e-05 8.69099e-05 8.30151e-05 8.42456e-05 7.01387e-05 6.74126e-05 9.52058e-05 8.21796e-05 6.28435e-05
threshold=-0.034019999999999988 -0.077944999999999987 0.086950000000000013 -0.053834999999999994 1.0000000180025095e-35 -0.48072499999999996 -0.10575999999999998 0.085805000000000006 0.014775000000000002 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -6 7 -2 -8 -9
right_child=1 3 -4 4 5 -7 8 9 -10 -11
leaf_value=-0.015567470029588566 0.033174775145002548 0.02966597941955262 -0.029623601157377499 -0.022188220567733351 -0.0061753613765190164 0.030666243778444069 -0.029151026773327329 -0.017560632263060535 0.008657632518656774 0.010659481450322606
leaf_weight=0.0010161391836833828 0.00112134066434594 0.0013839103158329808 0.0010964155197255186 0.0010909750309091634 0.0010383420315976388 0.0010287049610260592 0.0013427720565396878 0.0013098459387882767 0.0010052797748358426 0.0019849701384775649
leaf_count=520 113 564 522 242 164 193 692 176 457 267
internal_value=0 0.00116269 -0.00350638 0.00924334 0.000293723 0.0121596 0.000726975 0.00800634 -0.0129639 -0.000559355
internal_weight=0 0.0124026 0.00786062 0.00454193 0.00315802 0.00206705 0.00676421 0.00441616 0.00234805 0.00329482
internal_count=3910 3390 2227 1163 599 357 1705 556 1149 443
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=13
num_cat=0
split_feature=158 14 457 4 151 51 16 52 4 0 4 4
split_gain=9.91601e-05 8.04656e-05 7.08557e-05 0.000118335 7.73065e-05 0.000129402 0.000116806 9.35919e-05 9.60322e-05 0.000107441 7.81459e-05 5.91944e-05
threshold=0.084965000000000027 -0.13131999999999996 -0.068264999999999978 0.25367000000000006 0.056555000000000001 0.077145000000000005 -0.091214999999999977 0.10433000000000002 -0.17479499999999998 -0.07773999999999999 -0.0037349999999999992 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 11 -7 -10
right_child=-2 2 3 -5 -6 10 7 -9 9 -11 -12 -13
leaf_value=-0.00049214899135699268 -0.0006109938377325475 -0.00043699631013233256 -0.00051608817457063155 0.00061440564098129348 -0.00047302088084684311 0.00014495158631915888 -0.0005741548408366128 0.0005719098305526592 0.00021502375759263154 0.00045367108385609817 0.00088745354343776318 -0.00036149558403259196
leaf_weight=0.0010741194080653238 0.0010020702841500992 0.0010082453886486277 0.0015214184961903883 0.0015341335559372815 0.0010472336840271395 0.0011034723282513288 0.0010004553802796991 0.001240351229266811 0.0010997392038954105 0.0019179184543844027 0.0010767254979072547 0.0018143989710277758
leaf_count=154 423 273 326 285 91 355 176 288 471 443 123 502
internal_value=0 2.55164e-05 6.42265e-05 0.000102064 3.55764e-05 8.50099e-05 -2.32197e-05 8.27995e-05 -2.12154e-05 9.32682e-05 0.000511648 -0.000143928
internal_weight=0 0.0154382 0.0143641 0.0133558 0.0118217 0.0107745 0.00859428 0.00707286 0.00583251 0.00483206 0.0021802 0.00291414
internal_count=3910 3487 3333 3060 2775 2684 2206 1880 1592 1416 478 973
is_linear=0
shrinkage=0.00196078


Tree=3428
num_leaves=10
num_cat=0
split_feature=150 151 151 12 12 4 0 2 3
split_gain=2.66403e-05 8.8558e-05 7.47144e-05 4.9532e-05 4.53553e-05 4.63282e-05 7.34067e-05 5.5138e-05 6.99645e-05
threshold=0.083205000000000015 -0.07299499999999999 -0.03268999999999999 0.10852500000000001 0.097345000000000015 -0.34687499999999999 -0.076734999999999984 0.092340000000000019 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 8 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.02749112040931196 0.03067862799021347 -0.0074519088084487543 -0.018735098790675083 -0.020492090484211703 0.020354594728493842 -0.029083942235549051 0.021554531926269643 0.011949478494902216 0.0012408602039906136
leaf_weight=0.0010570858378939887 0.0010847439092150986 0.0013890509697279695 0.0011299176245148698 0.0010107205778619377 0.0012713033203238982 0.0012500802635326492 0.0016311530838099882 0.0016356470263281151 0.0019439224191783644
leaf_count=322 286 218 211 286 328 1063 492 393 311
internal_value=0 0.0092681 -0.0022238 0.0004816 0.00287367 -5.40626e-05 0.00321303 -0.00298158 -0.0106278
internal_weight=0 0.00247379 0.0109298 0.00987274 0.00886202 0.00759072 0.0064608 0.00482965 0.003194
internal_count=3910 504 3406 3084 2798 2470 2259 1767 1374
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=13
num_cat=0
split_feature=158 159 50 160 133 2 3 4 0 43 13 15
split_gain=0.000125323 8.90044e-05 5.88306e-05 6.97093e-05 6.95973e-05 0.000150967 8.10266e-05 0.000171074 9.96835e-05 7.38982e-05 6.14901e-05 0.000138152
threshold=0.084965000000000027 0.08764000000000001 0.088425000000000017 -0.085744999999999988 -0.0056849999999999991 0.11339500000000001 0.094625000000000015 0.0057500000000000008 -0.077944999999999987 -0.078644999999999979 -0.080649999999999986 -0.097269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 10 -10 -6 -12
right_child=-2 -3 -4 4 5 -7 7 -9 9 -11 11 -13
leaf_value=0.000494304422128236 -0.00068218015757533018 0.0005424399789846089 -0.00041329414623457369 -0.00040679821029406096 0.0001879978837190429 -0.00047248126610068236 -4.6508669922499943e-05 0.0010389721775632401 2.7754631251640158e-05 0.00071614261666877823 0.000192552160576439 -0.00075139682059587032
leaf_weight=0.0010897694996065974 0.0010370291116732619 0.0011677117273214402 0.0013301545428329271 0.0015810595309515363 0.0012066634937884105 0.0018415117720440863 0.0011804199321100994 0.0010590066314358606 0.0013260513551830626 0.0010943395907937474 0.0010314449574970162 0.001412320516605204
leaf_count=312 423 287 653 664 294 297 71 64 175 259 73 338
internal_value=0 2.21419e-05 -2.07867e-05 1.99301e-05 -2.41308e-05 3.54668e-05 0.000148026 0.000466806 3.04327e-05 0.000338998 -0.000174159 -0.000352982
internal_weight=0 0.0153205 0.0141527 0.0128226 0.0117328 0.0101518 0.00831025 0.00223943 0.00607082 0.00242039 0.00365043 0.00244377
internal_count=3910 3487 3200 2547 2235 1571 1274 135 1139 434 705 411
is_linear=0
shrinkage=0.00196078


Tree=3430
num_leaves=14
num_cat=0
split_feature=158 14 47 4 42 43 43 1 1 4 52 1 16
split_gain=0.00010343 9.19507e-05 0.000102221 0.000116339 9.25479e-05 5.78365e-05 8.1308e-05 6.61877e-05 0.000148379 0.000163184 0.000150595 8.45651e-05 3.99277e-05
threshold=0.085745000000000002 -0.13131999999999996 0.13177500000000003 0.25367000000000006 -0.090359999999999982 -0.17307499999999998 -0.079109999999999986 0.094485000000000013 0.089175000000000018 0.00046500000000000008 0.086950000000000013 0.11215000000000001 -0.091214999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 10 12 -9 -8
right_child=-2 2 -4 -5 5 6 7 11 -10 -11 -12 -13 -14
leaf_value=-0.00051395192860678729 -0.00061161626088209798 -0.00050176529611620918 -0.00053380377819552301 0.00059101543462356258 0.00052813417268422812 -0.00033689757381574108 0.00096245931623845896 0.00075597124668534351 -0.00064101808618627798 -0.00050279418953312941 -0.0001651612603531407 1.504602032203291e-06 0.00044402684162717006
leaf_weight=0.0011187031014445762 0.0010361403806864412 0.0010820516069820372 0.0010064774588632594 0.0017164439838906831 0.0010892369628901248 0.0017074865845291354 0.0010059884802838268 0.0012631656992747597 0.0010598300223522289 0.0010669463822823577 0.0012994057998761679 0.0010426339757071204 0.0013213399658684004
leaf_count=154 410 362 81 308 121 731 116 262 183 216 414 130 422
internal_value=0 2.7902e-05 6.9248e-05 0.000113699 4.50711e-05 9.95758e-05 5.1781e-05 0.000134128 2.16385e-05 0.000171266 0.000369567 0.000414817 0.000668119
internal_weight=0 0.0157797 0.014661 0.0136545 0.0119381 0.010856 0.0097668 0.00805931 0.00575351 0.00469368 0.00362673 0.0023058 0.00232733
internal_count=3910 3500 3346 3265 2957 2595 2474 1743 1351 1168 952 392 538
is_linear=0
shrinkage=0.00196078


Tree=3431
num_leaves=10
num_cat=0
split_feature=158 50 160 156 133 2 43 3 4
split_gain=2.63779e-05 5.04033e-05 4.35287e-05 4.53259e-05 5.34017e-05 7.2626e-05 4.91954e-05 9.37627e-05 0.00011837
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085519999999999985 0.084330000000000016 -0.0056849999999999991 0.11339500000000001 -0.089949999999999988 -0.074234999999999982 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9
right_child=-2 -3 3 -5 5 -7 7 8 -10
leaf_value=0.02267496107733085 -0.015389688418947684 -0.0196256931378582 -0.015868631442917634 -0.018273395245598983 -0.0030037828378238311 -0.014267101287873478 0.03689956861189729 -0.012698443759179537 0.025503156398830752
leaf_weight=0.0010341463110927667 0.0010436332987325695 0.0010661395342944817 0.0012427775920779557 0.0010756077779681466 0.0018550095267959631 0.001400815461227718 0.0014977774663757202 0.0016013427161530778 0.0016436286222674852
leaf_count=350 488 655 646 364 317 292 445 201 152
internal_value=0 0.00116308 0.00311564 0.00115506 0.00341635 0.00641275 0.0108034 0.0162038 0.00665126
internal_weight=0 0.0124172 0.0113511 0.010317 0.00924135 0.00799857 0.00659776 0.00474275 0.00324497
internal_count=3910 3422 2767 2417 2053 1407 1115 798 353
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=14
num_cat=0
split_feature=2 40 42 0 52 4 14 12 1 13 4 43 16
split_gain=9.34662e-05 0.000132502 0.00013248 0.000129268 0.000191787 0.000174145 0.000126895 0.000106998 0.000142609 9.71155e-05 8.09054e-05 6.61472e-05 4.58566e-05
threshold=0.10946500000000002 -1.0000000180025095e-35 0.092145000000000019 -0.077944999999999987 0.086950000000000013 0.15927500000000003 -1.0000000180025095e-35 0.085325000000000012 0.086560000000000012 -0.089189999999999978 -0.23071499999999998 -0.091114999999999988 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -2 8 -3 -8 -5 -12 -11
right_child=6 2 -4 10 -6 -7 9 -9 -10 12 11 -13 -14
leaf_value=-0.00068886726329232719 -0.00033582210038753427 0.00047609053859736466 -0.0005320322966903794 -5.2596971322209197e-05 -0.00084383299548041531 0.00071289743328225024 0.00085401522924774922 -0.00065019619235804737 -0.00031859904849160318 -9.6205773949560139e-05 0.00026988087132062878 0.00096201255191446882 0.00046264463865595192
leaf_weight=0.0013281232923643667 0.0011755784807173254 0.0015836231609301283 0.0017657140211866295 0.001128347006566055 0.0011218184052352101 0.0011836630326888097 0.0012241330320421121 0.0011439951439813924 0.0019217356895562254 0.0011917327880753828 0.0011239647156840726 0.0010060678325076924 0.0010725729199754877
leaf_count=266 130 416 524 178 540 94 161 685 104 192 112 224 284
internal_value=0 -0.000101255 -3.6106e-05 4.96323e-05 -0.000101359 4.14355e-05 0.000221314 -0.00012951 4.04195e-05 0.000409065 0.000371915 0.000596792 0.000168515
internal_weight=0 0.0133071 0.0119789 0.0102132 0.00695484 0.00583302 0.00466402 0.00464935 0.00350536 0.00348844 0.00325838 0.00213003 0.00226431
internal_count=3910 3143 2877 2353 1839 1299 767 1205 520 637 514 336 476
is_linear=0
shrinkage=0.00196078


Tree=3433
num_leaves=14
num_cat=0
split_feature=158 41 159 457 16 47 403 4 12 52 2 1 43
split_gain=0.000100157 8.29175e-05 0.000102954 7.38365e-05 9.43086e-05 0.000122317 9.62225e-05 0.000133971 6.53229e-05 0.000113863 8.43566e-05 7.00719e-05 6.95607e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -0.068264999999999978 -0.49150499999999991 0.10783500000000001 0.087440000000000004 0.055260000000000011 0.088590000000000016 1.0000000180025095e-35 0.086650000000000019 0.089680000000000024 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 10 -6 -12 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 12 -11 11 -13 -14
leaf_value=-0.00049102769847615929 -0.00059487926220296223 -0.00050586668712641165 0.00062165618352122659 0.00060568214762022829 -0.00033732239984708668 0.0005424791958123608 -0.00061321728721139756 -0.0005079927373000941 0.00022356212926458811 0.0006637425171623566 0.00064735723520844396 -8.0465313724753881e-05 -0.00046312743958328972
leaf_weight=0.0010115639878407962 0.0010539513550939959 0.0010402805483210034 0.0011831594944355641 0.0011088922858862203 0.0013977536402766766 0.001436367374090545 0.0011117538699289111 0.0016432342645168125 0.0010090432150141326 0.0016237071549309156 0.0010309604538245201 0.0010036944159966463 0.0012950927199031469
leaf_count=246 410 192 277 168 254 144 271 279 300 419 189 111 650
internal_value=0 2.92891e-05 6.6765e-05 1.87455e-05 5.9476e-05 7.04313e-06 -6.8989e-05 -1.78744e-06 0.000111227 0.000235926 3.3546e-05 0.000288323 -0.000162408
internal_weight=0 0.0158955 0.0148552 0.0136721 0.0126605 0.0115516 0.0101152 0.00900349 0.00736025 0.00505612 0.00343241 0.00203465 0.00230414
internal_count=3910 3500 3308 3031 2785 2617 2473 2202 1923 973 554 300 950
is_linear=0
shrinkage=0.00196078


Tree=3434
num_leaves=10
num_cat=0
split_feature=2 4 133 15 52 160 15 0 4
split_gain=2.69314e-05 6.89318e-05 6.86003e-05 8.38006e-05 9.43441e-05 9.34777e-05 9.08035e-05 0.000139757 6.28542e-05
threshold=0.10946500000000002 0.15927500000000003 0.090085000000000012 0.085285000000000014 0.071660000000000015 -0.026849999999999995 -0.053579999999999996 -0.10209999999999998 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -2
right_child=8 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.017968729232725331 0.020746476978028464 0.01549171362293603 -0.029415551276888153 -0.029302678675501122 0.021885614029919898 -0.028021806346673034 -0.038102540658687234 0.02241263941492732 -0.006017591088297314
leaf_weight=0.001192899457435251 0.001761526610324452 0.0017148929440139382 0.0011313663691654161 0.0010313451317120505 0.0016581822876066341 0.0011049178551024333 0.0011032184033866821 0.0010929004202819242 0.001748387428189917
leaf_count=378 353 297 580 684 470 121 314 299 414
internal_value=0 -0.00276294 -0.00652787 -0.00292316 0.00149912 -0.00602313 -0.0146931 -0.00294247 0.00741454
internal_weight=0 0.0100297 0.00831483 0.00718346 0.00615212 0.00449394 0.00330104 0.00219782 0.00350991
internal_count=3910 3143 2846 2266 1582 1112 734 420 767
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=15
num_cat=0
split_feature=158 11 3 457 16 15 133 160 47 4 12 52 49 16
split_gain=9.95312e-05 0.00010458 0.000100349 8.0501e-05 8.78373e-05 9.90734e-05 6.48119e-05 0.000134299 9.23547e-05 0.000103332 5.74329e-05 0.000124862 0.000113294 5.44861e-05
threshold=0.085745000000000002 0.08184000000000001 -0.10628499999999998 -0.0034949999999999994 -0.49150499999999991 -0.14097499999999996 -0.0023199999999999996 -1.0000000180025095e-35 0.09550500000000002 0.035895000000000003 0.095295000000000019 0.06136500000000001 -0.047309999999999998 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -5 -6 -7 -8 9 10 11 12 -9 -1
right_child=-2 -3 3 4 5 6 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.00071378054237846485 -0.00059531111170552445 -0.00058566543757850129 -0.00048686318041448677 0.00057277525536610703 -0.00055963535194328414 -0.00028783795017359534 -0.00051391603280655815 0.00053441016928217067 0.00072575518789725767 -0.00043527274196041802 -0.00015358142722512858 0.00091666352916541295 -0.00032805624195426843 0.0001048260709495871
leaf_weight=0.0012834531173061591 0.0010516232521957823 0.0010039526161780615 0.0011833307625830529 0.001116849619665755 0.0011099400073993531 0.0016948239542438652 0.001058034964982379 0.0012200781617189458 0.0012198110186271705 0.0010158069937580977 0.0010116185467781034 0.0011182128162699825 0.0011259936403604821 0.0010090202466132778
leaf_count=175 410 204 288 157 277 783 539 127 84 107 214 165 300 80
internal_value=0 2.72195e-05 6.77884e-05 4.86955e-07 4.98145e-05 -5.42015e-06 5.95757e-05 0.000135359 0.000237714 0.000129311 0.000257443 0.000377468 0.000120471 0.000445752
internal_weight=0 0.0161709 0.015167 0.0128745 0.0116912 0.0105743 0.00946438 0.00776956 0.00671152 0.00549171 0.0044759 0.00346428 0.00234607 0.00229247
internal_count=3910 3500 3296 3041 2753 2596 2319 1536 997 913 806 592 427 255
is_linear=0
shrinkage=0.00196078


Tree=3436
num_leaves=13
num_cat=0
split_feature=158 14 457 4 151 48 51 15 3 12 0 16
split_gain=9.41666e-05 9.77447e-05 7.85449e-05 0.000121918 7.68021e-05 0.00013973 0.000100482 9.04942e-05 0.000172035 0.000111037 8.7815e-05 7.27108e-05
threshold=0.084965000000000027 -0.13131999999999996 -0.068264999999999978 0.25367000000000006 0.056555000000000001 0.016865000000000002 0.013805000000000001 -0.017214999999999998 0.10666500000000002 0.089995000000000006 -0.076734999999999984 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 9 10 11 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00054268734626270918 -0.00060307149179495041 -0.00046786012424643065 -0.00043984238812927115 0.0006051485249005885 -0.00048649710781997031 1.7414703507832467e-05 0.00079950044787282387 0.00022837745302624226 0.00072528026958310239 -0.00050367868163406584 0.00058198866075111276 -0.00045632360227700237
leaf_weight=0.0011178707318189552 0.0010067770572715082 0.0010103812403919618 0.0017724666017100424 0.0016099674893244641 0.0010123563075462591 0.0010814718560571033 0.0015183268647420527 0.0012451470632942785 0.0012134539209525119 0.0017102640394818323 0.0010447639743711699 0.0011442661030741288
leaf_count=154 423 273 537 285 91 288 191 239 59 742 136 492
internal_value=0 1.57899e-05 5.92565e-05 9.91434e-05 2.97672e-05 7.84751e-05 0.000474166 -4.80528e-05 6.11711e-05 -9.54768e-05 0.000107813 -9.9519e-05
internal_weight=0 0.0154807 0.0143629 0.0133525 0.0117425 0.0107302 0.0025998 0.00813036 0.0063579 0.00514444 0.00343418 0.00238941
internal_count=3910 3487 3333 3060 2775 2684 479 2205 1668 1609 867 731
is_linear=0
shrinkage=0.00196078


Tree=3437
num_leaves=12
num_cat=0
split_feature=48 0 4 11 13 39 129 15 4 3 52
split_gain=7.01061e-05 0.000110114 0.000214464 6.95416e-05 6.46123e-05 0.000102855 8.30529e-05 0.000110132 0.000263964 6.88785e-05 6.02985e-05
threshold=0.12862000000000004 -0.17106499999999999 0.0057500000000000008 0.077165000000000025 -0.094679999999999986 0.005105000000000001 0.0041150000000000006 -0.053579999999999996 -0.084009999999999987 -0.073984999999999981 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 7 9 -9 -6 -3
right_child=-2 3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00018889256397129181 -0.00050890454717368919 0.00047981546904341931 0.00086704821249628243 -0.00052145974386359198 0.0003448270610711242 0.00038522214304234951 0.00029852497692627056 2.306047065903011e-05 -0.0010712005908091369 -0.00030567722062264458 -0.00012592379531180673
leaf_weight=0.0014132288778199126 0.0010101076473120049 0.0016912789612478244 0.0015511740633039873 0.001127689511011225 0.0012786927998322951 0.0014250657965471872 0.0011133894527185573 0.0017214115069768476 0.0016695553912746859 0.0012256710105067359 0.001008617159397901
leaf_count=82 123 251 144 250 543 344 278 436 1175 169 115
internal_value=0 2.45189e-05 0.000363646 -5.74711e-05 -1.04754e-05 -9.49897e-05 -0.00019263 -0.000285389 -0.000515703 2.64611e-05 0.000253526
internal_weight=0 0.0152258 0.0029644 0.0122614 0.0111337 0.00843379 0.00700872 0.00589533 0.00339097 0.00250436 0.0026999
internal_count=3910 3787 226 3561 3311 2945 2601 2323 1611 712 366
is_linear=0
shrinkage=0.00196078


Tree=3438
num_leaves=9
num_cat=0
split_feature=39 3 457 403 160 3 52 4
split_gain=2.82054e-05 6.62402e-05 6.21617e-05 4.62603e-05 5.92194e-05 8.85594e-05 8.00329e-05 0.000107507
threshold=0.005105000000000001 0.15165000000000003 0.082870000000000013 0.03138500000000001 -1.0000000180025095e-35 -0.10628499999999998 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.026912494424975859 0.01189685188739472 0.021404127512648259 0.012670815080721307 0.0081298896247734235 0.013330130040553468 -0.047600063970561185 0.0069141822035587294 -0.007369183195322395
leaf_weight=0.0017644356367033376 0.0017023107870582912 0.001109698147618088 0.0018080080038830387 0.0015405689328821214 0.0016805058288031968 0.0011096445315502785 0.0012571836799185184 0.0016547712049577515
leaf_count=907 459 175 225 412 293 685 556 198
internal_value=0 -0.00186329 -0.00425067 -0.00764734 -0.0109026 -0.00594863 -0.0140046 -0.023518
internal_weight=0 0.0119248 0.0108151 0.00900711 0.00746654 0.00570211 0.0040216 0.00276442
internal_count=3910 3451 3276 3051 2639 1732 1439 883
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=11
num_cat=0
split_feature=11 0 157 51 12 42 16 15 150 0
split_gain=2.69561e-05 4.0868e-05 7.43805e-05 0.000113715 7.42041e-05 5.39698e-05 5.34017e-05 7.21528e-05 8.6806e-05 8.59589e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.077044999999999988 -0.032189999999999989 0.082640000000000005 -1.0000000180025095e-35 -0.30307999999999996 -0.10469999999999999 0.086420000000000011 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5 -7 -8 9 -9
right_child=-2 4 3 5 -6 6 7 8 -10 -11
leaf_value=0.023919735954213612 -0.015676236302089294 0.033326563200703624 -0.033170927762507303 -0.01938749662583503 -0.0026321816769334767 -0.012548076945073065 -0.014824321011468342 0.045380423963259614 -0.0087829905105079233 0.010096116425651992
leaf_weight=0.0010282955782762006 0.0010312895989844336 0.0010195174653297697 0.0011979681489629719 0.0012311029157108504 0.0013128924965045696 0.0016050717956112015 0.0010660996157182785 0.001116617436421848 0.0011581065332718901 0.0018090259504805288
leaf_count=388 254 239 386 815 93 336 173 110 112 1004
internal_value=0 0.00114251 -0.00158523 -0.00444092 0.0130857 -0.000131192 0.00337832 0.00834216 0.01439 0.0235629
internal_weight=0 0.0125447 0.0102123 0.00918399 0.00233241 0.00798602 0.00675492 0.00514985 0.00408375 0.00292564
internal_count=3910 3656 3324 2936 332 2550 1735 1399 1226 1114
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=10
num_cat=0
split_feature=1 0 15 15 16 2 3 16 16
split_gain=2.66467e-05 8.4986e-05 5.25429e-05 7.62844e-05 7.94102e-05 7.73201e-05 8.20959e-05 4.85069e-05 8.67362e-05
threshold=0.076710000000000014 -0.087614999999999985 0.079360000000000014 -0.017214999999999998 -0.055679999999999993 0.089910000000000004 0.11265500000000002 -0.083144999999999983 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -3 -9
right_child=2 7 -4 -5 -6 6 -8 8 -10
leaf_value=-0.027291821777069299 -0.007290963175298969 0.018812454006685665 -0.016818061648976004 0.024603534530406451 -0.016066044997390238 0.038743686475382316 0.00068520229147462589 -0.027307688828903821 0.012345980165053776
leaf_weight=0.001357927652606243 0.0017140599929652556 0.0011680738978737662 0.0011461182939279842 0.0017309049578730674 0.001905736501092715 0.0012043699628202162 0.0010706336321102397 0.0010449643277778667 0.0011683621485941483
leaf_count=630 271 330 496 373 409 201 152 830 218
internal_value=0 -0.00616057 0.00314546 0.00614591 0.000726155 0.00874847 0.0208331 0.00232547 -0.00637546
internal_weight=0 0.00473933 0.00877182 0.00762571 0.0058948 0.00398906 0.002275 0.0033814 0.00221333
internal_count=3910 2008 1902 1406 1033 624 353 1378 1048
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=14
num_cat=0
split_feature=158 41 159 2 48 150 39 48 13 42 2 16 0
split_gain=0.00011566 0.000108895 9.35619e-05 6.03845e-05 9.83927e-05 0.000116811 0.000104315 7.59417e-05 0.000111092 0.000102051 0.000156198 8.73546e-05 6.87445e-05
threshold=0.084965000000000027 0.075585000000000013 0.08764000000000001 0.11339500000000001 0.094800000000000009 0.09202500000000001 0.005105000000000001 0.083775000000000002 -0.094679999999999986 0.091230000000000019 0.085255000000000011 -0.078844999999999985 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 11 -10 -5
right_child=-2 -3 -4 12 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00036673592628973478 -0.00064739384208671558 -0.00059550948482456855 0.00060107664053061192 -0.00054385743642909276 0.00066468155697578285 -0.0006066061142302896 0.00068217879453965344 0.00049416117948109417 0.00032845171571744018 0.0002102489541070108 -0.00091538277125170742 -0.00045014276271314763 0.00011485848458634103
leaf_weight=0.0017651516585068493 0.0010567736877733205 0.001024153991942201 0.0011564994675620143 0.0013972374536829939 0.0010122013074384062 0.0010173220913431138 0.0010281480061695844 0.0011129442751812955 0.0010880928865222295 0.0015867039589918005 0.0013428924099205546 0.0011287167280786166 0.0010798887011521461
leaf_count=131 423 190 274 114 201 193 154 140 349 386 775 263 317
internal_value=0 2.27071e-05 6.57323e-05 2.00717e-05 8.19353e-05 2.33595e-05 9.41541e-05 1.88128e-05 -5.7731e-05 -0.000203318 -0.000387661 -6.79795e-05 -0.000256694
internal_weight=0 0.01574 0.0147158 0.0135593 0.0110822 0.01007 0.00905265 0.0080245 0.00691156 0.00514641 0.0035597 0.00221681 0.00247713
internal_count=3910 3487 3297 3023 2592 2391 2198 2044 1904 1773 1387 612 431
is_linear=0
shrinkage=0.00196078


Tree=3442
num_leaves=13
num_cat=0
split_feature=484 403 403 160 42 13 160 43 3 12 4 1
split_gain=9.08542e-05 9.09233e-05 9.5351e-05 0.000115357 0.000117872 8.76401e-05 8.65097e-05 0.000113424 0.000177421 9.22564e-05 0.000116188 3.92502e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 0.076210000000000014 0.099550000000000013 -0.074254999999999988 -0.078669999999999976 0.095295000000000019 -1.0000000180025095e-35 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 10 -9 -12
right_child=1 -3 -4 4 5 -7 -8 9 -10 -11 11 -13
leaf_value=-0.00056510222703172778 -0.00051601353279637598 -0.00054242113409268028 0.00061400732207769542 -0.00043541677092987906 5.8318069760925904e-05 0.00063720880918443658 -0.00041469585406441102 0.00051191775699256344 0.0011454765223494639 -0.00050370147318557889 -0.00038081359532447258 8.6893503900216363e-05
leaf_weight=0.0010657297480180022 0.0013831665462075695 0.0010089605067644851 0.001127169680549823 0.001483484961413358 0.0013535392622195178 0.0012735331612441043 0.0011499303044501938 0.0018535736827431292 0.0010061473737966575 0.0010850080887867403 0.0012431382267475014 0.0015499549607622138
leaf_count=612 554 285 152 712 237 169 119 395 189 185 92 209
internal_value=0 2.67351e-05 6.63154e-05 2.01814e-05 8.1994e-05 0.000154993 8.85392e-05 0.000160058 0.000521872 1.11022e-05 0.00013131 -0.000121272
internal_weight=0 0.0155176 0.0145086 0.0133815 0.0119983 0.0105148 0.00924129 0.00809136 0.00235969 0.00573167 0.00464667 0.00279309
internal_count=3910 3298 3013 2861 2307 1595 1426 1307 426 881 696 301
is_linear=0
shrinkage=0.00196078


Tree=3443
num_leaves=9
num_cat=0
split_feature=52 160 49 160 12 2 1 4
split_gain=2.67607e-05 6.65963e-05 6.53851e-05 4.82928e-05 4.84366e-05 7.25121e-05 9.2669e-05 8.98403e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.045004999999999996 -1.0000000180025095e-35 0.10129000000000001 0.092340000000000019 0.097480000000000011 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -7 -5
right_child=3 2 -4 4 -6 6 -8 -9
leaf_value=0.027754229092924035 -0.018547149645358335 0.013533104044504085 -0.014142019410742036 0.010075755777193367 -0.018435459719217697 0.031778152523351852 -0.0044020947362734221 -0.022694335135157777
leaf_weight=0.0010851931832093478 0.0016826717630414141 0.0016621494604632115 0.0017551367655884488 0.0016798026460155429 0.0011700346140991781 0.0015679426108320231 0.0012906773019136786 0.0016666339652750624
leaf_count=244 924 235 711 723 251 257 216 349
internal_value=0 0.0061725 -0.00068099 -0.00326042 0.000227338 0.00374642 0.0154426 -0.00624481
internal_weight=0 0.00450248 0.00341729 0.00905776 0.00737509 0.00620506 0.00285862 0.00334644
internal_count=3910 1190 946 2720 1796 1545 473 1072
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=10
num_cat=0
split_feature=1 4 39 0 15 16 16 3 3
split_gain=2.91253e-05 6.05652e-05 4.39907e-05 5.75043e-05 7.188e-05 6.71898e-05 5.15325e-05 4.27374e-05 7.32499e-05
threshold=0.085990000000000011 -0.15796999999999997 0.005105000000000001 -0.10575999999999998 -0.07142999999999998 -0.09601999999999998 -0.055679999999999993 -0.053439999999999994 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5 8 -3
right_child=2 7 -4 6 -6 -7 -8 -9 -10
leaf_value=0.0087755608326922138 0.015953990178022914 -0.023504606979724622 0.020579260360720265 0.0024023456143058425 0.031510538384646798 -0.015703591597726742 -0.024248483005666645 -0.029691124895703226 0.010167141264173478
leaf_weight=0.0019182907960519817 0.0013478728922649424 0.0012518369851724953 0.0013037289593851769 0.0015568167983136903 0.0010097914410420379 0.0013338844677967254 0.0013587845198068161 0.0010956346486076735 0.0013351004417560112
leaf_count=146 120 902 372 432 135 102 540 203 958
internal_value=0 -0.00563241 0.00379194 0.000479449 0.00877037 0.000207764 -0.010018 -0.0131377 -0.00612685
internal_weight=0 0.00560086 0.00791088 0.00660715 0.00369155 0.00268176 0.0029156 0.00368257 0.00258694
internal_count=3910 2209 1701 1329 357 222 972 2063 1860
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=11
num_cat=0
split_feature=52 160 43 15 160 12 42 16 16 52
split_gain=2.65335e-05 5.78377e-05 5.44377e-05 5.1184e-05 3.91412e-05 4.30807e-05 8.60778e-05 7.99378e-05 7.04526e-05 3.34232e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.074254999999999988 -0.088379999999999986 -1.0000000180025095e-35 0.091555000000000011 0.088115000000000013 -0.089864999999999987 -0.19424999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 7 -6 -7 -9
right_child=4 2 3 -5 5 8 -8 9 -10 -11
leaf_value=0.026355383940561163 -0.017055037687873104 0.015216543365795832 0.0051559841464714441 -0.026597293925342904 -0.017069492125097469 0.0060499744554355648 0.029461674993531157 -0.0011358051220457712 -0.028641200786261492 0.024603940425521012
leaf_weight=0.0010790759307427976 0.0016691742050742569 0.0013657827650525355 0.0010228487954668797 0.0010078267914373461 0.0018315682982202094 0.0011724693725988361 0.0011285996286334132 0.0010049734866400717 0.0011691700242227598 0.0010129590546354358
leaf_count=244 924 510 111 325 408 121 261 210 513 283
internal_value=0 0.00618703 -0.000220577 -0.0106032 -0.00323655 -8.54127e-05 0.00517624 -0.00194379 -0.0112712 0.011785
internal_weight=0 0.00447553 0.00339646 0.00203068 0.00898891 0.00731974 0.0049781 0.0038495 0.00234164 0.00201793
internal_count=3910 1190 946 436 2720 1796 1162 901 634 493
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=10
num_cat=0
split_feature=15 15 43 131 42 16 2 2 2
split_gain=2.82077e-05 6.35234e-05 4.29109e-05 6.80687e-05 7.42717e-05 7.51713e-05 4.926e-05 9.36096e-05 6.56423e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 0.08103500000000001 0.086325000000000013 -0.19424999999999998 0.097940000000000013 0.085355000000000014 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=0.015387994644285625 -0.025049636579364366 0.015567718580350534 -0.017524048691615113 -0.025230491931743801 -0.020099614136675575 0.0191443841642705 0.023003581492368964 -0.028986477483800805 0.0068518331924781479
leaf_weight=0.0010819137629555524 0.0010441943961015986 0.0016622262256457418 0.0012020953494415038 0.0011010267870781168 0.0013743290445384299 0.0019680507873181536 0.001934058993176886 0.0010419055849544604 0.0010031468631177777
leaf_count=317 297 233 147 510 940 477 403 394 192
internal_value=0 -0.00145231 0.000730779 -0.00183165 0.00119088 0.00528363 0.00989373 0.00357562 -0.0114069
internal_weight=0 0.012331 0.0112868 0.00962461 0.00852359 0.00714926 0.00594716 0.0040131 0.00204505
internal_count=3910 3593 3296 3063 2553 1613 1466 1063 586
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=13
num_cat=0
split_feature=48 48 158 51 49 2 160 2 133 42 13 0
split_gain=8.42801e-05 0.000129048 8.93367e-05 0.000110429 0.000110227 0.000110522 0.000153575 0.000177094 0.000116256 0.000108052 0.000112888 9.25374e-05
threshold=0.12675000000000003 0.097140000000000018 0.084710000000000021 0.08955500000000001 -0.085974999999999982 0.11260500000000001 0.069910000000000014 0.10137500000000001 -0.090054999999999982 0.084100000000000022 -0.0030249999999999995 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 10 -10 -12
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0004978229433469099 -0.00056115363125600309 0.00061634501654643742 -0.00058975962250873274 -0.00052184483097316434 -0.00054138540309604918 0.00063996483321530039 0.00070623620805119558 -0.0007988436611984683 0.00083293280260736597 -0.00026416104515981437 0.00043162463545146166 -0.00028145945732646404
leaf_weight=0.0011559414340387543 0.001000933519922211 0.0013026729414260798 0.0010129871703865772 0.0013215686343764294 0.0010045294140459881 0.0014631804170899812 0.0012156188010382148 0.0010337047536292752 0.001271696739083783 0.0015230784416788278 0.0016602975850670346 0.0012092822415078397
leaf_count=160 131 242 414 346 323 337 204 205 378 756 125 289
internal_value=0 2.62823e-05 -2.9129e-05 1.50359e-05 7.65341e-05 0.000140487 5.85397e-05 -4.36794e-05 7.33742e-05 0.000182397 0.000346632 0.000131121
internal_weight=0 0.0151746 0.0138719 0.0128589 0.0115373 0.0103814 0.00891821 0.00770259 0.00666888 0.00566436 0.00414128 0.00286958
internal_count=3910 3779 3537 3123 2777 2617 2280 2076 1871 1548 792 414
is_linear=0
shrinkage=0.00196078


Tree=3448
num_leaves=10
num_cat=0
split_feature=13 43 47 1 4 4 43 3 133
split_gain=2.63647e-05 4.05017e-05 6.80199e-05 6.28735e-05 6.06999e-05 6.74235e-05 7.35282e-05 5.85905e-05 2.21365e-05
threshold=0.17936000000000002 -0.074254999999999988 0.077065000000000008 0.10353000000000001 0.00046500000000000008 -0.078484999999999985 0.0050750000000000005 -0.075954999999999981 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0077745519593163852 -0.012934916849325878 -0.027584468906701787 -0.018935725752368314 0.017916049717636148 -0.022071066809106487 0.018901927877917786 0.010325322234180562 0.030966094216253865 0.011924252751972867
leaf_weight=0.001147628947928436 0.0014286327814389778 0.0010287761147553826 0.001887612809128027 0.0019082885504955877 0.0012927913824019224 0.0015529897263253552 0.0010177795631135314 0.0010079718765805918 0.0011343131006425883
leaf_count=389 221 612 306 419 304 542 156 322 639
internal_value=0 0.00143712 -0.00214111 0.00252048 -0.00348466 0.00319072 -0.00873142 0.0108868 0.00201738
internal_weight=0 0.0119782 0.00868824 0.00680063 0.00489234 0.00359955 0.00204656 0.00328991 0.00228194
internal_count=3910 3689 2339 2033 1614 1310 768 1350 1028
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=12
num_cat=0
split_feature=484 42 3 15 0 0 15 12 151 52 4
split_gain=0.000142139 7.81306e-05 0.000105936 0.000101027 9.85713e-05 0.000165746 8.83815e-05 0.000198075 7.73546e-05 7.75848e-05 6.88875e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.10315499999999998 -0.016339999999999997 -0.052874999999999998 -0.070894999999999986 0.088190000000000004 0.086935000000000012 -0.0088999999999999982 -0.068164999999999989 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -4 -10 -11
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00067886191667569781 -0.00047694887997417891 0.000876329643287433 -0.00029343119851174212 0.00012077137535333991 -0.0004051894420649031 0.00082161080813517311 0.00038485469213402578 -0.00082792624475250796 0.00054448271670764104 -0.00032961338086850777 0.00027010245919602754
leaf_weight=0.0011358765773488806 0.0010568734294694815 0.0011121246002172161 0.0019111839877132396 0.0017526695349468716 0.0019810799440306325 0.0010225928003262949 0.0017680282740576625 0.001213644518782842 0.0014826018114016673 0.001359815537802027 0.0016062235772557395
leaf_count=612 204 142 286 245 350 273 523 636 127 314 198
internal_value=0 3.85664e-05 7.43873e-05 0.000414082 -4.44157e-06 7.21608e-05 -9.87985e-06 -0.000102031 3.64918e-05 0.00017823 -4.84433e-06
internal_weight=0 0.0162668 0.01521 0.00286479 0.0123452 0.0103641 0.0093415 0.00757347 0.00635982 0.00444864 0.00296604
internal_count=3910 3298 3094 387 2707 2357 2084 1561 925 639 512
is_linear=0
shrinkage=0.00196078


Tree=3450
num_leaves=10
num_cat=0
split_feature=1 0 15 1 15 16 12 16 15
split_gain=2.48687e-05 5.85868e-05 5.22332e-05 7.10825e-05 4.93992e-05 7.59796e-05 4.74391e-05 5.34184e-05 4.60326e-05
threshold=0.076710000000000014 -0.087614999999999985 0.079360000000000014 0.086560000000000012 0.085120000000000015 0.18936500000000003 -1.0000000180025095e-35 -0.110495 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 -5 -8 -9
right_child=2 4 -4 6 -6 -7 7 8 -10
leaf_value=-0.023636636542655253 0.0309043874522196 -0.025718963109005358 -0.016820825137354528 0.018272843664505125 0.019325042436506901 0.010437821263048774 0.012257373816511022 -0.01983918035310385 0.0034673822916433147
leaf_weight=0.0013398200086579674 0.0010008366370248259 0.0011209736613854934 0.0011471092194920421 0.0014497019946107378 0.0010304915883705417 0.0012069585991737245 0.0017039162589184654 0.0018933308623080207 0.0015340855562479391
leaf_count=630 150 513 496 430 641 224 247 243 336
internal_value=0 -0.00595687 0.00306654 0.00607542 0.00109636 -0.00697282 0.00229946 -0.00221333 -0.00940734
internal_weight=0 0.00469824 0.00872898 0.00758187 0.00335842 0.00232793 0.00658103 0.00513133 0.00342742
internal_count=3910 2008 1902 1406 1378 737 1256 826 579
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=11
num_cat=0
split_feature=48 4 12 3 47 4 150 16 16 52
split_gain=2.60701e-05 5.86354e-05 5.5057e-05 9.16667e-05 7.68164e-05 5.80244e-05 7.54896e-05 6.82078e-05 9.46008e-05 5.21004e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.09550500000000002 -0.23071499999999998 0.086645000000000014 -0.083144999999999983 -0.008069999999999999 0.082665000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -9 -7
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.021137145387806398 -0.015457759820291121 0.021126296527907887 -0.028748885692396267 0.02268849803400837 0.022656838684851358 0.02552161130668645 -0.026114760987205062 -0.0304237536370386 0.0090693360585304833 -0.0038077617101697062
leaf_weight=0.0012300693827259684 0.0010188058395433916 0.0013173837167884056 0.0010245716492119326 0.0016648190502494839 0.0010165033509561966 0.0015191819932456586 0.0011501888977068714 0.001151997553215111 0.0012809601937111589 0.0010072334728591318
leaf_count=275 161 388 187 141 229 326 211 893 636 463
internal_value=0 0.00118484 -0.00119354 0.00130578 -0.00306177 -0.00672628 -0.00303309 0.00232006 -0.00963051 0.0138286
internal_weight=0 0.0123629 0.0110455 0.00981546 0.00815064 0.00713413 0.00610956 0.00495937 0.00243296 0.00252642
internal_count=3910 3749 3361 3086 2945 2716 2529 2318 1529 789
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=10
num_cat=0
split_feature=11 48 0 49 42 2 43 0 0
split_gain=2.61931e-05 3.58812e-05 8.29575e-05 6.09103e-05 7.61356e-05 8.69072e-05 6.88762e-05 7.80396e-05 5.38335e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.006494999999999999 -0.082904999999999993 0.11260500000000001 -0.074254999999999988 -0.082074999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 8 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.022554061997242331 -0.015569901810978684 -0.0056561380081260231 0.024391215381372539 0.021643798856880111 0.0074498481392703299 0.022871075107936303 -0.022452736655958507 -0.038943775750954049 0.0092428015519044684
leaf_weight=0.0012699634862811775 0.0010083902329895223 0.0018253701182801008 0.0018501871596470392 0.0014557857754439341 0.001625096246264088 0.0010069752529149618 0.0010650512688865912 0.0011340149748871081 0.0010784974189860309
leaf_count=391 254 115 604 453 593 309 144 545 502
internal_value=0 0.00119399 0.00946898 -0.00232816 0.00115924 -0.00388695 -0.00938288 -0.017729 -0.00650556
internal_weight=0 0.0123109 0.00367556 0.00863538 0.00736542 0.00590964 0.00490266 0.00327756 0.00214355
internal_count=3910 3656 719 2937 2546 2093 1784 1191 646
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=10
num_cat=0
split_feature=159 13 3 16 1 16 3 15 2
split_gain=2.67739e-05 4.25323e-05 8.24629e-05 5.83504e-05 9.40711e-05 0.000109331 5.44596e-05 0.000125167 5.45479e-05
threshold=-0.034019999999999988 0.17936000000000002 -0.115685 -0.30307999999999996 0.094485000000000013 0.041215000000000009 0.084925000000000014 0.085120000000000015 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -8
right_child=1 -3 3 4 5 -7 8 -9 -10
leaf_value=-0.01579561893027091 0.024305651287535729 -0.01588636398906132 -0.017999057322239376 -0.027922475292341622 0.036151923576697588 -0.0064026012101498419 0.022715811357481991 0.013574427938307458 -0.0090982751085995437
leaf_weight=0.0010009146337678155 0.0015892152580847868 0.0013002827523184253 0.0015581639658088569 0.0019922779332621158 0.0015085306525423484 0.0010066115787974571 0.0011524127087142455 0.0011444064871979345 0.0010123964404074037
leaf_count=520 327 201 356 1082 323 217 81 756 47
internal_value=0 0.00121395 0.00324197 -0.00032874 0.00319365 0.0191207 -0.0043625 -0.0127825 0.00783761
internal_weight=0 0.0122643 0.010964 0.0093748 0.00781664 0.00251514 0.00530149 0.00313668 0.00216481
internal_count=3910 3390 3189 2862 2506 540 1966 1838 128
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=10
num_cat=0
split_feature=48 4 12 3 4 2 0 1 3
split_gain=2.64691e-05 4.75213e-05 4.59639e-05 8.19084e-05 7.47673e-05 6.00095e-05 6.41771e-05 5.71361e-05 6.29149e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.094625000000000015 -0.00027999999999999998 0.095195000000000016 -0.06402999999999999 0.092550000000000007 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.019275369161559926 -0.015654180648646803 0.019278392078711501 -0.011130061904356276 -0.00039609089524915539 0.036808944253750767 -0.020054675166187884 0.022137377460699124 -0.023520786719927543 0.015670724418186701
leaf_weight=0.0012140025091173469 0.0010056979449950291 0.0013023104826717586 0.0017479755265242887 0.0010621259439368633 0.0010990756828479359 0.0017061185677455515 0.0011762010961727772 0.0011344973870791586 0.0017556716907978919
leaf_count=275 161 388 1507 124 86 663 138 279 289
internal_value=0 0.00122454 -0.000933359 0.00136658 0.0185245 -0.00356419 0.00127466 -0.00401598 0.00229977
internal_weight=0 0.012198 0.0108957 0.00968167 0.0021612 0.00752046 0.00581435 0.00463814 0.00350365
internal_count=3910 3749 3361 3086 210 2876 2213 2075 1796
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=13
num_cat=0
split_feature=158 159 157 130 133 160 2 42 43 4 4 3
split_gain=8.39433e-05 7.48321e-05 7.50372e-05 6.95805e-05 8.57133e-05 0.000144038 0.000130046 8.34498e-05 5.96064e-05 7.50281e-05 0.000174137 0.000130323
threshold=0.084965000000000027 0.08764000000000001 -1.0000000180025095e-35 -0.0015749999999999998 -0.0023199999999999996 -1.0000000180025095e-35 0.11339500000000001 0.088115000000000013 -0.092484999999999984 -0.038174999999999994 0.0057500000000000008 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 -10 -11 -12
right_child=-2 -3 3 4 5 6 -8 -9 9 10 11 -13
leaf_value=-0.00052647701707675919 -0.00055338503753252634 0.00050220871323990494 -0.00043965205034250773 -0.00039483519152483734 -0.00051841533151440159 -0.00017519952454341176 -0.00026024169056617318 0.00070779607234560044 0.00066577768347219864 -0.00052924290413916043 -4.0947470967222178e-05 0.00094244268361217938
leaf_weight=0.0010032435756740484 0.0010101478345797233 0.001190818033638766 0.0011082155179187548 0.0013299216243629628 0.0011592067277460703 0.0011943248658964683 0.0017937222535906409 0.0017117929640643381 0.0015636778281386213 0.0010098103326358849 0.0010097599536182081 0.0010641379736496749
leaf_count=521 423 287 299 645 440 180 276 354 172 163 84 66
internal_value=0 3.04055e-05 -9.8755e-06 3.01627e-05 7.41506e-05 0.000133516 0.000214365 0.00032707 0.000215506 0.000315913 0.000138504 0.00046364
internal_weight=0 0.0151386 0.0139478 0.0129446 0.0118364 0.0105064 0.00934723 0.0075535 0.00584171 0.00464739 0.00308371 0.0020739
internal_count=3910 3487 3200 2679 2380 1735 1295 1019 665 485 313 150
is_linear=0
shrinkage=0.00196078


Tree=3456
num_leaves=14
num_cat=0
split_feature=158 14 457 4 15 12 4 484 52 1 1 3 15
split_gain=8.89115e-05 9.4361e-05 7.57773e-05 0.000130313 0.000156101 0.000111607 7.04501e-05 8.30051e-05 9.8367e-05 7.16346e-05 0.000209756 9.25562e-05 6.61078e-05
threshold=0.084965000000000027 -0.13131999999999996 -0.068264999999999978 0.15927500000000003 0.088615000000000013 0.091475000000000015 -0.49837999999999999 0.084225000000000008 0.089525000000000007 0.11215000000000001 0.093720000000000012 -0.08348499999999999 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4 8 9 10 11 -8 -13
right_child=-2 2 3 5 -6 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.00052805635142512733 -0.00058008268426466305 -0.00045446733528363881 -0.00034183966746222918 0.00088477619322440261 -0.00061911200028629432 6.0974433319342989e-05 0.00025573620025436171 0.00069042051044877425 0.00049901057249107856 -0.00048885540478996528 0.00085081391529121496 -6.34819894999105e-05 -0.00074154829859810823
leaf_weight=0.0011147466999936418 0.0010048809263283236 0.0010084750600737264 0.0012263824344654261 0.0013629828133525273 0.0013324878511008472 0.0011793686658482169 0.0013195398196992228 0.0010034814917337116 0.0017256257605782511 0.001084581788454486 0.0010289895415432748 0.0011123252954156893 0.0010989563592297409
leaf_count=154 423 273 160 242 727 93 512 234 304 113 159 162 354
internal_value=0 2.16573e-05 6.39678e-05 0.000102769 9.78118e-06 0.000502624 9.70731e-05 0.000161356 8.93204e-05 -3.59317e-05 7.17992e-05 -0.00015523 -0.000400465
internal_weight=0 0.0155979 0.0144832 0.0134747 0.0109324 0.00254235 0.00959988 0.0083735 0.00737002 0.00564439 0.00455981 0.00353082 0.00221128
internal_count=3910 3487 3333 3060 2725 335 1998 1838 1604 1300 1187 1028 516
is_linear=0
shrinkage=0.00196078


Tree=3457
num_leaves=12
num_cat=0
split_feature=484 133 40 42 160 160 457 0 4 52 0
split_gain=8.77006e-05 4.56261e-05 0.000116594 0.00011956 0.000112326 9.34886e-05 8.11756e-05 0.00010731 0.000131124 0.000120015 6.43787e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.10150000000000002 -0.080184999999999992 0.082870000000000013 -0.15713499999999997 0.15927500000000003 0.071660000000000015 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 9 10 -9
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00056749376081479633 0.00068369140644114045 -0.00036184612659426093 -0.00055769972080376687 -0.00027272067819608372 -0.0005422202239795652 -0.00035874262846555157 0.00072246334454434207 -0.00041590508394374702 0.00081359506130589284 0.00048390602059446319 0.00018636164755309522
leaf_weight=0.0010189964600303579 0.0010565280130931118 0.0010728608958617035 0.0012992594854759837 0.0017944538875697717 0.0010429614829415854 0.0013243622623531088 0.0010788553936125619 0.0015700746923748381 0.0012831722667628912 0.0019149215636710161 0.0012069229118095673
leaf_count=612 243 472 334 528 105 100 124 495 218 435 244
internal_value=0 2.74172e-05 5.81894e-05 5.38386e-06 7.0613e-05 0.000133444 0.000220435 0.000146236 0.000258163 0.00010626 -0.000154151
internal_weight=0 0.0146444 0.0135715 0.012515 0.0112157 0.0101728 0.00837831 0.00729945 0.00597509 0.00469192 0.002777
internal_count=3910 3298 2826 2583 2249 2144 1616 1492 1392 1174 739
is_linear=0
shrinkage=0.00196078


Tree=3458
num_leaves=13
num_cat=0
split_feature=158 48 50 130 4 0 12 16 2 4 12 1
split_gain=0.000129478 0.000161899 0.000143309 0.000104088 8.39004e-05 9.81082e-05 0.000166272 0.000131222 0.000129709 0.000128451 7.72635e-05 6.4021e-05
threshold=0.085745000000000002 0.12738500000000003 0.088425000000000017 -0.0015749999999999998 0.25367000000000006 -0.077944999999999987 0.086935000000000012 0.15737500000000001 0.086545000000000025 0.0057500000000000008 0.091475000000000015 0.10982000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -7 -5 -10 -9 -6
right_child=-2 -3 -4 4 11 7 -8 10 9 -11 -12 -13
leaf_value=-0.00040235407727990476 -0.0006910749745680058 -0.0007318210643067572 -0.00058101666410353232 -0.00023968631191539225 0.00020455148501119912 0.00075709433643551924 -0.00067353571305174651 -0.00032214178032154519 2.9030314266557461e-05 0.00095420027404620662 0.00033533941828956692 0.00089210627304657974
leaf_weight=0.0012399986639234041 0.0010184111939854556 0.0010028154535210851 0.0011531919452464961 0.001972224629877316 0.001029368350808039 0.0017400256747505264 0.001283707065872922 0.0011383612473581661 0.0012882566969004694 0.0010449952528599066 0.0017337688088534045 0.0010536190130814131
leaf_count=305 410 117 632 376 120 390 596 158 286 73 218 229
internal_value=0 3.04153e-05 8.24937e-05 0.00013907 0.000193722 0.000120499 -5.41769e-05 0.000332177 0.000130489 0.000443387 7.47485e-05 0.000552331
internal_weight=0 0.0156803 0.0146775 0.0135243 0.0122843 0.0102013 0.00558918 0.00461216 0.00430548 0.00233325 0.00287213 0.00208299
internal_count=3910 3500 3383 2751 2446 2097 1331 766 735 359 376 349
is_linear=0
shrinkage=0.00196078


Tree=3459
num_leaves=14
num_cat=0
split_feature=48 48 51 4 158 12 12 2 0 15 4 43 0
split_gain=0.000109835 0.000137563 0.000113981 0.000144928 0.000123875 8.46713e-05 9.77406e-05 0.000138255 0.000148686 0.000160494 0.000208874 0.000123064 9.20909e-05
threshold=0.12862000000000004 0.097140000000000018 0.08955500000000001 0.28937500000000005 0.078875000000000015 0.10700500000000002 0.097345000000000015 0.086545000000000025 -0.13870499999999999 -0.0039399999999999991 -0.078484999999999985 -0.0037249999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 11 -9 -10 -11 -1 -13
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 10 -12 12 -14
leaf_value=-0.00074465956475130155 -0.00062998998404165606 0.00061877241714704961 -0.00055933602956517974 0.00072883957459296881 -0.00068125480962382854 -0.00049862333543061201 0.00056372902328268395 0.00085034882154359011 -0.00062856174979331319 -0.00021111141486683801 0.00091469750329163213 -0.00044527995193504504 0.000328010732654867
leaf_weight=0.0013707126549678973 0.0010535444883283665 0.0013653349368640691 0.0014226299463733902 0.0010358974027949467 0.0010430664086969839 0.0010675516975653014 0.0013944786583577904 0.0011234897460492836 0.0010119743183379841 0.0014129317527305371 0.0011487134914717333 0.0010487695431580235 0.0013597617603629411
leaf_count=701 123 250 367 344 362 182 220 109 449 285 177 65 276
internal_value=0 2.38736e-05 -3.23755e-05 2.52145e-05 -3.56198e-05 2.59469e-05 8.26803e-05 3.54106e-06 0.000228164 3.25583e-05 0.000293733 -0.000275636 -8.71054e-06
internal_weight=0 0.0158053 0.01444 0.0130173 0.0119815 0.0109384 0.00987083 0.00847635 0.00469711 0.00357362 0.00256165 0.00377924 0.00240853
internal_count=3910 3787 3537 3170 2826 2464 2282 2062 1020 911 462 1042 341
is_linear=0
shrinkage=0.00196078


Tree=3460
num_leaves=12
num_cat=0
split_feature=14 49 2 2 160 15 42 160 4 2 4
split_gain=2.82054e-05 4.09893e-05 5.78039e-05 6.33071e-05 7.34881e-05 6.09023e-05 7.15863e-05 0.000154369 7.95081e-05 5.33691e-05 1.15807e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 0.10113500000000002 0.087260000000000018 -0.10312999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.05309500000000001 0.086875000000000022 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 9 -9 -4
right_child=1 -3 10 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.015302377531571385 -0.019958780553197053 0.01895914670377424 0.021998489962040672 -0.027734782267096466 -0.025817600027402927 -0.011692372611682414 -0.020247110261451012 -0.00052151673516901277 0.046995519789467824 0.030021845153945688 0.0070418288570292011
leaf_weight=0.0011192115935295148 0.0010218915125731944 0.0011849565239911543 0.0010276321712343072 0.0010039130405222448 0.0010462871511446314 0.0015925861589209086 0.0010553678135506554 0.0012553703058283271 0.0010139813442788322 0.001051047007590275 0.0010432291381894201
leaf_count=196 193 565 249 205 264 641 618 460 69 243 207
internal_value=0 0.00127923 -0.000606234 -0.00405828 -0.00110064 0.00259895 0.00646125 0.0130684 0.0236575 0.0133973 0.0144638
internal_weight=0 0.0122963 0.0111113 0.00904044 0.00803653 0.00699024 0.00596835 0.00437577 0.0033204 0.00230642 0.00207086
internal_count=3910 3714 3149 2693 2488 2224 2031 1390 772 703 456
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=14
num_cat=0
split_feature=158 159 11 457 48 2 16 16 42 133 4 48 4
split_gain=0.000104619 0.000107764 8.22397e-05 8.87892e-05 0.00011519 0.000176622 0.000104117 0.0001163 0.000101509 0.000128053 0.000124145 5.62208e-05 3.9802e-05
threshold=0.085745000000000002 0.08764000000000001 0.080455000000000013 -0.066264999999999991 0.016865000000000002 0.11230000000000001 0.41476000000000007 0.15737500000000001 -0.082904999999999993 -0.0056849999999999991 0.05309500000000001 0.09227500000000001 0.18622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 7 8 -5 -10 -11 -6 -12
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 12 -13 -14
leaf_value=-0.00054419238856663816 -0.00062093485418727935 0.00057356357559896435 -0.00055761252131969637 0.000456186949007735 0.00037290350962205295 -0.0003176335261019715 0.00046489533710849634 -0.0006809151030614045 -0.00075945726498916901 -0.00038094296952737901 0.00060212333387354609 0.00095373340701251344 6.6822802902903659e-05
leaf_weight=0.0010042625337443522 0.0010313718028140328 0.0012606036073857336 0.0010318871163685394 0.00128344851640016 0.0014474786738674821 0.0010668039280120334 0.0012494149827753515 0.0012955555068707584 0.0010809306572670142 0.0017723690926667265 0.0010153647875137811 0.0011495285338140593 0.0011265457956870771
leaf_count=247 410 291 213 344 206 140 146 169 490 809 63 182 200
internal_value=0 2.36395e-05 -2.40923e-05 1.6713e-05 6.1822e-05 0.000354074 -5.9529e-05 -0.000146036 -3.56678e-05 -0.000162043 2.93342e-06 0.00063 0.00032058
internal_weight=0 0.0157842 0.0145236 0.0134917 0.0124874 0.00366381 0.00882363 0.00757421 0.00627866 0.00499521 0.00391428 0.00259701 0.00214191
internal_count=3910 3500 3209 2996 2749 528 2221 2075 1906 1562 1072 388 263
is_linear=0
shrinkage=0.00196078


Tree=3462
num_leaves=11
num_cat=0
split_feature=11 0 13 52 43 47 160 4 1 15
split_gain=2.86666e-05 3.56721e-05 6.41696e-05 5.12229e-05 4.80711e-05 4.69792e-05 4.53633e-05 8.48953e-05 5.88562e-05 4.3843e-05
threshold=0.079700000000000007 -0.017269999999999997 0.0024700000000000004 0.024145000000000003 -0.074254999999999988 0.077735000000000012 -0.026849999999999995 0.0057500000000000008 0.086560000000000012 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 9 6 -6 8 -8 -1
right_child=-2 3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=0.028966607054828581 -0.016244445783620824 0.028349236045419054 -0.020851403660124383 -0.0015779246087725578 0.018343882464585456 -0.017223127468603324 0.00017457838217757883 0.014991060388005812 -0.033358791139081655 0.00042719822672769255
leaf_weight=0.0010896650847270145 0.0010167976270968838 0.0010779828543170285 0.0014440737427151165 0.0012182546364491046 0.0013193509060583477 0.0016040532010992399 0.0010649584463953447 0.0014786187437464326 0.0010292708848686667 0.0010637775935233391
leaf_count=566 254 232 499 100 324 219 664 282 318 452
internal_value=0 0.00122171 -0.00133752 0.0124716 0.00192033 -0.00237184 0.0024976 -0.00335398 -0.0163064 0.0148684
internal_weight=0 0.01239 0.0100938 0.00229624 0.00864969 0.00649625 0.0048922 0.00357285 0.00209423 0.00215344
internal_count=3910 3656 3324 332 2825 1807 1588 1264 982 1018
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=14
num_cat=0
split_feature=158 41 457 16 403 15 15 42 4 2 13 4 4
split_gain=0.000108597 0.000125578 0.000102613 0.000103324 0.000112942 0.00016054 0.000115003 0.000115717 9.89374e-05 6.89639e-05 0.000144066 0.000111115 9.95975e-05
threshold=0.085745000000000002 0.075585000000000013 -0.068264999999999978 -0.49150499999999991 0.088015000000000024 -0.14097499999999996 -0.10071499999999999 0.094935000000000005 0.05864500000000001 0.087005000000000013 -0.094679999999999986 -0.08100499999999998 -0.026614999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 9 11 -11 -8 -12
right_child=-2 -3 3 4 -6 6 7 -9 -10 10 12 -13 -14
leaf_value=-0.00052176274000652681 -0.00062355681247560095 -0.0006302402221499612 0.00067138132159085071 -0.00052078307648547575 -0.00049235250699312277 0.00073610952146586396 0.00086480704028019659 0.00071325439209836633 -0.00050293479109070934 0.00051792862726901502 -0.00062733439171196268 3.0911106125696956e-06 0.00010472028800796959
leaf_weight=0.0010381529219129328 0.0010528128391316038 0.0010454168296552225 0.0011836761410869484 0.0013026684933375313 0.001256445441517008 0.0013819968778179701 0.0010762420653259936 0.0011281945325605372 0.001102090751275403 0.0013198892012861218 0.0014447501335382289 0.0012360476350625768 0.0014137114305369687
leaf_count=270 410 192 177 289 297 95 412 366 122 78 493 376 333
internal_value=0 2.66633e-05 7.28031e-05 0.000117384 6.55947e-05 0.000127058 0.000210591 0.000127313 4.02482e-05 0.000132479 -1.78752e-05 0.000404172 -0.000265282
internal_weight=0 0.0159293 0.0148839 0.0138457 0.012662 0.0114056 0.0101029 0.00872093 0.00759273 0.00649064 0.00417835 0.00231229 0.00285846
internal_count=3910 3500 3308 3038 2861 2564 2275 2180 1814 1692 904 788 826
is_linear=0
shrinkage=0.00196078


Tree=3464
num_leaves=14
num_cat=0
split_feature=484 42 43 131 16 457 160 133 4 4 15 4 0
split_gain=0.000116372 7.58996e-05 0.000101398 0.000126845 8.48442e-05 7.59648e-05 0.00011852 0.000168633 0.000113437 0.00012513 9.71122e-05 8.45518e-05 8.69804e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.17307499999999998 0.089305000000000009 0.31524000000000002 -0.0034949999999999994 -0.080184999999999992 -0.090054999999999982 0.25367000000000006 -0.00072999999999999985 0.05377500000000001 0.015635000000000003 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 9 10 -9 -11 -13
right_child=1 2 3 -5 -6 6 7 8 -10 11 -12 12 -14
leaf_value=-0.00062110541142064944 -0.00047780135035119942 0.00055648415039466677 -0.00037566083654594541 -0.00062418840387713239 -0.00045257866103071051 -0.00029671768802051296 -0.00045474426631712681 0.00084943225897993928 0.00092743305283952808 -0.00042662588510395115 0.00011719978035441618 -0.00017264449245888404 0.00063632349200166418
leaf_weight=0.0011182698758523462 0.001043227523764823 0.0014789855267407738 0.0010610309817877068 0.0010944599426968059 0.0010784297735173471 0.0016967288581595857 0.0010720766353655613 0.0017771047432739396 0.0012062732860398349 0.0011420638245463969 0.0011450544669277182 0.001003186340488682 0.0010415202872329221
leaf_count=612 204 171 165 451 230 469 333 280 261 102 513 49 70
internal_value=0 3.33695e-05 6.94086e-05 1.53178e-05 7.25777e-05 0.000123393 0.000175904 0.000271514 0.00037795 0.000269449 0.000562505 7.26516e-07 0.000239423
internal_weight=0 0.0158401 0.0147969 0.0133179 0.0122235 0.011145 0.010084 0.00838728 0.0073152 0.00610893 0.00292216 0.00318677 0.00204471
internal_count=3910 3298 3094 2923 2472 2242 2077 1608 1275 1014 793 221 119
is_linear=0
shrinkage=0.00196078


Tree=3465
num_leaves=13
num_cat=0
split_feature=484 42 42 52 160 133 2 13 13 3 157 49
split_gain=0.000108453 6.74538e-05 7.82153e-05 7.58858e-05 7.58149e-05 0.000104524 0.000102233 0.000105901 0.000102343 8.24672e-05 6.47876e-05 0.000123743
threshold=-0.0043499999999999988 -0.11145999999999999 -0.088669999999999985 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11635500000000001 -0.077154999999999987 -0.16277999999999995 -0.069909999999999986 -0.073574999999999988 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 -5 -6 7 8 -7 -9 -4 -12
right_child=1 2 3 4 5 6 -8 9 -10 -11 11 -13
leaf_value=-0.00062101577143846784 -0.00046702388717347802 0.00055010519442611101 0.0006411885008792246 -0.00051962970103372919 -0.00053561729133155649 8.7005200879730735e-05 -0.00040593341055577745 -0.00046545033698828755 0.00093455659785554081 0.00024380087979106773 0.00049060953458091798 -0.00025769422022651057
leaf_weight=0.0010813433232370996 0.0010144564718928264 0.0011349208839657775 0.0010714042088541525 0.0013551120034731128 0.0012309204083380196 0.0010290109796360837 0.0012608987211106997 0.0010655145024591952 0.001171196284469984 0.0015430767205530623 0.0015814117547132763 0.0018360242735040483
leaf_count=612 204 239 208 573 568 44 184 335 161 133 195 454
internal_value=0 2.15303e-05 5.62386e-05 1.35975e-05 -9.36907e-05 -1.46296e-05 9.10255e-05 0.000221331 0.000538167 -4.59024e-05 0.000220479 8.85819e-05
internal_weight=0 0.0152939 0.0142795 0.0131446 0.00865573 0.00730062 0.0060697 0.0048088 0.00220021 0.00260859 0.00448884 0.00341744
internal_count=3910 3298 3094 2855 1998 1425 857 673 205 468 857 649
is_linear=0
shrinkage=0.00196078


Tree=3466
num_leaves=13
num_cat=0
split_feature=158 156 14 13 16 16 16 15 2 150 15 0
split_gain=9.91991e-05 8.11264e-05 9.81042e-05 8.81405e-05 8.04766e-05 0.000126879 9.76025e-05 8.75218e-05 0.000112679 0.000140449 0.000116275 7.1269e-05
threshold=0.085745000000000002 0.090135000000000007 -0.071824999999999986 -0.26418499999999995 0.24895000000000003 0.070590000000000014 -0.014099999999999998 -0.106555 0.085255000000000011 0.09833500000000002 0.088190000000000004 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 11 10 -10 -9
right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00053200014285958357 -0.00060653572171594304 -0.00050633172867449124 0.00054720103854091285 0.00036714202100895016 0.00045073581712250401 -0.00067752258102939816 0.0004763972152507933 -0.00011433727372629188 -0.00098537814346744026 0.0002048314362055591 -0.00015983875831019779 0.00056667081578992587
leaf_weight=0.0010082570682534231 0.0010322989573890431 0.001047771168158281 0.0015184911100907103 0.0016166648645552064 0.00163776445219485 0.0010093971650246012 0.0017201437935860332 0.0013259441274132222 0.001425677986222511 0.001194048832951591 0.0012149347101608199 0.0010656663826891311
leaf_count=110 410 355 122 287 260 170 585 170 494 85 347 515
internal_value=0 2.08533e-05 5.83351e-05 0.00010169 4.62855e-05 -1.63672e-05 5.34187e-05 -3.93506e-05 -0.000144897 -0.000353212 -0.000605551 0.00018911
internal_weight=0 0.0157848 0.014737 0.0137287 0.0122102 0.0105725 0.00956308 0.00784294 0.00622627 0.00383466 0.00264061 0.00239161
internal_count=3910 3500 3145 3035 2913 2653 2483 1898 1611 926 841 685
is_linear=0
shrinkage=0.00196078


Tree=3467
num_leaves=13
num_cat=0
split_feature=484 12 156 12 4 15 4 2 49 3 12 15
split_gain=9.54957e-05 6.37391e-05 9.16823e-05 7.04199e-05 7.19174e-05 0.000165584 9.10416e-05 8.68097e-05 0.000106056 9.24299e-05 8.24021e-05 8.7802e-07
threshold=-0.0043499999999999988 0.11655500000000001 0.090135000000000007 0.097345000000000015 -1.0000000180025095e-35 -0.021529999999999997 -0.078484999999999985 0.086650000000000019 -0.045004999999999996 0.090325000000000003 0.084235000000000018 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 11 -9 -10 -7 -6
right_child=1 -3 -4 -5 7 6 -8 8 9 -11 -12 -13
leaf_value=-0.00058288458691712274 0.00072339119740406823 -0.00045381121104791133 -0.00050523950451797535 0.00044601979835002875 -0.00039794405767389041 0.00011831466255057379 0.00045643878319179509 0.0004772641308344169 0.00017579389017418839 -0.00058407985361710456 -0.00054457876210796711 -0.00047936339442682308
leaf_weight=0.0010755043751549615 0.0016406403993050244 0.0010154306467773056 0.0010453447265341394 0.0019133992835938208 0.0010204801581277464 0.0014995084067888848 0.0011282243369287398 0.0014685596874699459 0.0012843903338939225 0.001181668518297134 0.0013885872400517486 0.0010164244589472445
leaf_count=612 398 155 328 389 125 184 412 130 269 122 652 134
internal_value=0 2.11899e-05 5.42552e-05 9.74445e-05 4.00885e-05 0.000198518 -1.58892e-05 -0.000109995 6.0105e-05 -0.000188317 -0.000200402 -0.000438573
internal_weight=0 0.0156027 0.0145872 0.0135419 0.0116285 0.00565696 0.00401632 0.00597152 0.00393462 0.00246606 0.0028881 0.0020369
internal_count=3910 3298 3143 2815 2426 1646 1248 780 521 391 836 259
is_linear=0
shrinkage=0.00196078


Tree=3468
num_leaves=14
num_cat=0
split_feature=158 48 50 4 15 3 47 16 150 0 0 43 43
split_gain=0.000119491 0.000120599 0.000125458 0.000126642 9.89441e-05 0.000107019 0.000137944 0.000112845 8.58314e-05 0.000108343 0.000153922 0.000167328 9.30239e-05
threshold=0.085745000000000002 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.10981499999999998 0.10223 0.09550500000000002 0.20277000000000003 0.086420000000000011 -0.11287999999999999 -0.089879999999999974 -0.083899999999999988 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 -6 -11 -12 -13
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 10 11 12 -14
leaf_value=-0.00050055251704512126 -0.00064564957776202029 -0.00061420768031465777 -0.00053265730134900648 0.00066004127693322949 0.00051542263493920524 0.00096961801137232257 0.00069092061501628609 8.195288253467875e-05 -0.00051088174201396484 -0.00075491678678447005 0.00049776723783746075 -0.0007081073047862065 0.00010891443152116774
leaf_weight=0.0010721554709044777 0.0010440509426526612 0.0010175282920492626 0.0011715270473756792 0.0015694459393697036 0.0013984651129406132 0.001063371829056207 0.0010628947175848067 0.0011418603344557354 0.0013538831373105754 0.0010880677854889168 0.0019095826206593138 0.0010736705700445217 0.0010694591195446468
leaf_count=215 410 117 632 323 154 81 104 51 217 195 332 837 242
internal_value=0 3.90016e-05 8.3388e-05 0.000135675 6.84035e-05 0.000123058 2.77841e-05 0.000509989 -6.15144e-05 3.15225e-05 -0.000100115 7.56859e-05 -0.000300399
internal_weight=0 0.0159919 0.0149744 0.0138029 0.0122334 0.0111613 0.00895602 0.00220523 0.00789313 0.00653925 0.00514078 0.00405271 0.00214313
internal_count=3910 3500 3383 2751 2428 2213 2081 132 1977 1760 1606 1411 1079
is_linear=0
shrinkage=0.00196078


Tree=3469
num_leaves=14
num_cat=0
split_feature=158 41 159 2 1 403 48 150 16 49 16 15 4
split_gain=9.63798e-05 0.000104514 9.94424e-05 7.27539e-05 0.000107034 9.53364e-05 6.99478e-05 0.000164079 9.91992e-05 9.87851e-05 0.000123739 9.69909e-05 7.99276e-05
threshold=0.084965000000000027 0.075585000000000013 0.08764000000000001 0.11339500000000001 0.11774500000000002 0.087440000000000004 0.090910000000000005 0.086420000000000011 0.41476000000000007 -0.0090499999999999973 -0.15168999999999996 -0.015439999999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 9 -1 -11 -12 -13
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 10 11 12 -14
leaf_value=0.00061943354576079839 -0.00059679210523305173 -0.00058760500170186233 0.0006178809311463599 -0.00062457717730765399 0.00018957168900254198 -0.00042428435642819293 0.00054183591633956581 -0.00064215794859387107 0.00074451493051414116 0.00046610217975597712 -0.00070562121521775001 -0.0003280913650709898 0.00037799692015680174
leaf_weight=0.0011182200634676431 0.0010227496187625923 0.0010037965139365604 0.0011577855298887342 0.001465624098196364 0.0010770693482640545 0.0012367876437524997 0.0015081674342254771 0.0010481657996141052 0.0010522552440404842 0.0014122438672958958 0.0010945349005007073 0.0013470726140493172 0.0011362815963546953
leaf_count=185 423 190 274 253 178 264 246 215 134 123 386 332 707
internal_value=0 2.44744e-05 6.64011e-05 1.90926e-05 -0.000279709 8.84535e-05 0.000153716 8.24076e-05 0.000188469 9.26819e-05 -2.53558e-05 -0.000219341 -5.01417e-06
internal_weight=0 0.015658 0.0146542 0.0134964 0.00254269 0.0109537 0.00971694 0.00820877 0.00716061 0.00610835 0.00499013 0.00357789 0.00248335
internal_count=3910 3487 3297 3023 431 2592 2328 2082 1867 1733 1548 1425 1039
is_linear=0
shrinkage=0.00196078


Tree=3470
num_leaves=13
num_cat=0
split_feature=484 403 403 160 42 13 2 15 13 0 16 16
split_gain=0.000117813 9.7831e-05 0.000115167 0.000124521 0.000109012 0.000123466 9.7858e-05 8.74497e-05 0.000112755 6.74346e-05 6.20023e-05 4.58749e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 0.076210000000000014 0.11934000000000002 -0.106555 -0.083514999999999992 -0.10071499999999999 -0.094359999999999986 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 11 10 -10 -9
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00063077778424730762 -0.00052845292024480332 -0.00056605805310760136 0.00066003436387145097 -0.00040922175135382435 0.00058586202135257046 0.00070780854844865952 -0.00043394915114916273 0.00066859233246989989 -0.00029935243799986258 -0.00040995283267836365 0.00032605720378655229 0.00012741544273420392
leaf_weight=0.0011241551952330666 0.001447227894144038 0.0010063735703237575 0.0011560495467078944 0.0015395926089964438 0.001449155547177566 0.0013305824206808923 0.0012813018177512394 0.001201171084822289 0.0010084250573427767 0.001892658215069498 0.0015404123796678871 0.0012077340928435881
leaf_count=612 554 285 152 712 180 169 235 265 59 521 77 89
internal_value=0 2.58263e-05 6.53935e-05 1.59316e-05 7.92074e-05 0.000148124 7.03956e-05 0.000148257 5.56851e-05 -0.000129576 7.86194e-05 0.000397267
internal_weight=0 0.0160607 0.0150543 0.0138983 0.012451 0.0109114 0.00958086 0.00829956 0.0068504 0.0044415 0.00254884 0.00240891
internal_count=3910 3298 3013 2861 2307 1595 1426 1191 1011 657 136 354
is_linear=0
shrinkage=0.00196078


Tree=3471
num_leaves=10
num_cat=0
split_feature=39 13 48 457 49 0 51 16 133
split_gain=2.74673e-05 6.13353e-05 8.72394e-05 7.22086e-05 7.92044e-05 0.000107491 8.94272e-05 6.61425e-05 7.3235e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.082870000000000013 -0.052649999999999995 -0.053834999999999994 -0.024374999999999997 -0.078844999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.018881694001048627 0.011622872745379405 -0.031202784304633566 -0.030549770849802635 0.01856894830185923 0.030631459766687193 -0.023786728392404876 -0.014059500137106979 -0.019051312717472482 0.018923949572278734
leaf_weight=0.001274702409286523 0.0017261311574107178 0.0010104994807663458 0.0011341817312244826 0.0015467174623640398 0.0011206173457066369 0.0016341466160819367 0.0010347972485157792 0.0013890682583093854 0.001926303661951088
leaf_count=161 459 182 140 214 376 404 573 943 458
internal_value=0 -0.00186345 -0.00431279 -0.00123299 -0.00500704 -0.00128135 0.0054411 -0.00104801 0.00739743
internal_weight=0 0.012071 0.0107963 0.00966215 0.00811543 0.00710493 0.00547079 0.00435017 0.0029611
internal_count=3910 3451 3290 3150 2936 2754 2350 1974 1031
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=9
num_cat=0
split_feature=14 15 15 48 43 0 49 3
split_gain=2.68017e-05 4.29913e-05 4.3793e-05 6.12126e-05 5.87399e-05 5.18167e-05 7.93458e-05 8.14526e-05
threshold=-0.075274999999999995 -0.106555 -0.095799999999999982 0.091555000000000011 0.013605000000000001 -0.053834999999999994 -0.006494999999999999 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=-0.015913461209118147 0.015006143433023712 -0.01970557480308054 -0.01879622649677197 0.019332663112267202 0.013251757098074041 -0.020919671589933603 -0.0049603158212414775 0.029716543897146938
leaf_weight=0.0010012831334820635 0.001887680522370175 0.0011602032719047377 0.001625618837433244 0.0015126093530970124 0.0018236440259994059 0.0019028646072379281 0.0016895002053020519 0.001130698104473742
leaf_count=182 505 140 420 246 437 375 1311 294
internal_value=0 0.00107838 -0.00134586 0.000853536 -0.00256675 -0.00711058 -0.00120012 0.00894263
internal_weight=0 0.0127328 0.0108451 0.00968494 0.00817233 0.00634868 0.00444582 0.0028202
internal_count=3910 3728 3223 3083 2837 2400 2025 1605
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=11
num_cat=0
split_feature=150 151 151 4 4 4 4 2 2 16
split_gain=2.69582e-05 6.8732e-05 6.24416e-05 5.471e-05 6.02872e-05 0.000105554 7.67441e-05 0.000102848 7.63384e-05 7.16701e-05
threshold=0.084800000000000014 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 -1.0000000180025095e-35 0.070230000000000015 -0.078484999999999985 0.106285 0.088895000000000016 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 -4 -7
right_child=1 -3 3 -5 5 9 -8 -9 -10 -11
leaf_value=-0.023139870783692645 0.028729355639212903 -0.0058543367485528672 0.0010736201025274862 0.021953458055525104 -0.034597677127209202 -0.018373057237562489 0.022922486272190089 0.02396377634444001 -0.032187855673882708 0.017365468563486065
leaf_weight=0.0012601993326249337 0.0010428650604875117 0.0012800162491551242 0.001638253206129875 0.001060658676375485 0.0013207552459046975 0.0010358980204903459 0.0016062753958896382 0.001030323349225596 0.0011921315706583929 0.0012243381656152378
leaf_count=363 275 183 807 291 432 145 891 134 251 138
internal_value=0 0.00967212 -0.0021502 0.000466494 -0.00205234 -0.0121381 0.00455406 -0.00308826 -0.0129358 0.000986
internal_weight=0 0.00232288 0.0113688 0.0101086 0.00904797 0.00358099 0.00546698 0.00386071 0.00283038 0.00226024
internal_count=3910 458 3452 3089 2798 715 2083 1192 1058 283
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=11
num_cat=0
split_feature=159 0 52 16 43 0 151 15 49 3
split_gain=2.91419e-05 4.39587e-05 8.79967e-05 7.31232e-05 9.72625e-05 7.10783e-05 6.76785e-05 5.36895e-05 7.20669e-05 2.90617e-05
threshold=-0.034019999999999988 -0.077944999999999987 0.086950000000000013 0.15737500000000001 -0.074254999999999988 -0.10071499999999999 -0.0088999999999999982 -0.10312999999999999 -0.042499999999999989 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 6 -2 -8 -9 -3
right_child=1 3 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.016398962248786987 -0.010910777935982876 0.035253520149503538 -0.029241379813886331 0.016078220145702836 -0.0230178653163398 -0.017696579234083559 -0.0023037482445432585 0.0038802489221865331 0.038608287505577238 0.0113483575737898
leaf_weight=0.0010189486008254063 0.0015753573695459835 0.0010029081655026978 0.001123145762583772 0.0013553392921828999 0.0011994708522403419 0.0015774917515652444 0.0013328004200306763 0.0011018881540720837 0.0013055467572544964 0.0010317183710799021
leaf_count=520 205 165 522 195 270 1085 184 78 153 533
internal_value=0 0.00118278 -0.00328544 0.00898728 -0.0022772 0.000943773 0.00647561 0.0137986 0.0227132 0.0231317
internal_weight=0 0.0126057 0.00801623 0.00458944 0.00255481 0.00689308 0.00531559 0.00374024 0.00240743 0.00203463
internal_count=3910 3390 2227 1163 465 1705 620 415 231 698
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=14
num_cat=0
split_feature=41 39 39 3 47 0 403 13 1 52 16 2 13
split_gain=7.95022e-05 6.35716e-05 7.03253e-05 6.72499e-05 0.000137398 9.95673e-05 0.000129444 0.000210558 7.39044e-05 9.384e-05 4.9216e-05 3.70989e-05 3.10538e-05
threshold=0.078150000000000011 0.005105000000000001 0.10519000000000002 -0.10315499999999998 0.096175000000000024 -0.10071499999999999 0.03138500000000001 -0.07409499999999998 0.094695000000000015 -0.0041199999999999995 -0.09601999999999998 0.099015000000000006 0.098990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 8 7 11 10 -10 -5 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00052659180693193292 -0.00054907682360083707 0.00071240804252429787 -2.2125242787097368e-05 0.00025536648329665799 -0.0006467667083620653 -0.00032293583461752852 0.00029869565053391799 -0.0011011851235402566 5.7459501628532901e-05 0.00086920582791535071 -0.00024823903435667905 0.00020093321952103078 6.793583489583017e-05
leaf_weight=0.0010426016711646497 0.0010095465352426376 0.001000912022692909 0.0010036026522405957 0.0013584870252653005 0.0014884003136377841 0.0010244389205080555 0.0013192539886082676 0.0011553673745746534 0.0011265310671821627 0.001065295280055778 0.001655006376558691 0.0010549151692742756 0.0012455803426311765
leaf_count=188 201 279 138 137 281 804 297 989 82 110 103 113 188
internal_value=0 1.876e-05 0.000344648 -2.95005e-05 -9.18375e-05 -7.2047e-06 -0.000218947 -0.000430063 0.000178042 0.000451993 -2.1213e-05 -5.71622e-05 0.000276921
internal_weight=0 0.0155404 0.00200451 0.0135359 0.0112477 0.0097593 0.00455398 0.00323472 0.00520532 0.00219183 0.00301349 0.00207935 0.00228818
internal_count=3910 3709 417 3292 2916 2635 2203 1906 432 192 240 917 376
is_linear=0
shrinkage=0.00196078


Tree=3476
num_leaves=13
num_cat=0
split_feature=484 133 40 42 2 0 1 3 2 133 3 1
split_gain=8.54478e-05 5.95114e-05 0.000142118 9.92048e-05 9.82662e-05 0.000118556 0.000118123 9.55979e-05 0.000162621 7.00017e-05 6.73818e-05 4.4022e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.080519999999999994 -0.089744999999999978 0.11203000000000002 -0.23029999999999998 0.11235500000000002 0.090325000000000003 0.086545000000000025 0.0035300000000000006 -0.078884999999999997 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 10 -10 -7 -12
right_child=1 -3 3 4 6 7 -8 -9 9 -11 11 -13
leaf_value=-0.00055242880679167621 0.00076212559977421228 -0.00041553320009278722 -0.0005063729784657952 0.00072497015009329686 -0.0007297858803165879 -0.00043227541259866588 9.8590585287308788e-05 -0.00044848780885665566 0.00071687518642876431 8.4854547507747145e-05 -0.00017231852756037933 0.00038653752985421639
leaf_weight=0.0010679505007522008 0.0010162321910704283 0.0011111380825675711 0.001331279653324584 0.0012182288489828172 0.0011966919133184271 0.0015263305642240705 0.0014807088864820044 0.0011738822697843999 0.0019534310825467813 0.0010285039170598847 0.0010899820074431656 0.0010777409796763433
leaf_count=612 228 472 334 74 189 608 247 135 484 271 123 133
internal_value=0 2.13513e-05 5.57966e-05 9.05903e-07 5.84028e-05 0.000155856 -0.000271661 6.75343e-05 0.00015827 0.000498884 -0.000116683 0.000105532
internal_weight=0 0.0152042 0.014093 0.0130768 0.0117455 0.0090681 0.0026774 0.00784987 0.00667599 0.00298193 0.00369405 0.00216772
internal_count=3910 3298 2826 2598 2264 1828 436 1754 1619 755 864 256
is_linear=0
shrinkage=0.00196078


Tree=3477
num_leaves=11
num_cat=0
split_feature=52 376 150 403 52 0 0 2 151 1
split_gain=3.08868e-05 6.57684e-05 6.31748e-05 7.75883e-05 8.48521e-05 0.000131608 0.000125409 8.25087e-05 5.36497e-05 4.84861e-05
threshold=-0.27466499999999994 0.048375000000000008 0.083205000000000015 0.03138500000000001 0.11262000000000001 -0.06402999999999999 -0.10071499999999999 0.10836000000000003 -0.051109999999999996 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 9 -4 -2
right_child=1 -3 8 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.015655925048088586 -0.0085119106684827753 0.025866066373948317 0.031026906148001562 0.016017141815230711 -0.03108995754893842 0.020980151718351651 -0.04012160238443066 -0.026451959538225579 -0.00043273092969097865 0.019281416664071155
leaf_weight=0.0011729919661543848 0.001123316720508253 0.001003536086052686 0.0010331982687611066 0.0015495633168259824 0.0013685540797569277 0.0016193839006498423 0.0011910409734941971 0.0010363272582242541 0.0011403919224922282 0.001422565665212483
leaf_count=425 162 200 252 415 524 281 1279 128 162 82
internal_value=0 0.0013161 -0.000829145 -0.00441271 -0.00849164 -0.00365373 -0.0120111 -0.00266466 0.0145213 0.0070182
internal_weight=0 0.0124879 0.0114843 0.00931075 0.00776119 0.00639263 0.00477325 0.00358221 0.00217359 0.00254588
internal_count=3910 3485 3285 2871 2456 1932 1651 372 414 244
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=10
num_cat=0
split_feature=1 4 150 3 3 151 16 51 4
split_gain=2.74936e-05 6.55134e-05 4.64245e-05 4.50715e-05 6.83144e-05 3.94892e-05 9.05595e-05 7.49372e-05 7.20276e-05
threshold=0.085835000000000009 -0.15796999999999997 0.077110000000000012 -0.053439999999999994 -0.084129999999999996 -0.0095999999999999992 -0.055679999999999993 -0.092149999999999996 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -3 -2 8 -8 -7
right_child=2 3 -4 -5 -6 6 7 -9 -10
leaf_value=0.009584073958070604 -0.01851788627129583 -0.022931074375286239 0.017445779703484661 -0.030203704711634569 0.0093771489118056398 0.0018619173472758197 0.0071148561155908374 -0.030557885998342006 0.033889578589076021
leaf_weight=0.0019088735501966774 0.0010210592154453468 0.001254738648268051 0.0018677322002781365 0.0010989303929595665 0.0013680132485575302 0.0017990338185850364 0.0010019620318056418 0.0011162480804524583 0.0011516996280690381
leaf_count=146 142 896 349 201 957 397 212 369 241
internal_value=0 -0.00547751 0.00365369 -0.0132027 -0.00607928 -0.000576183 0.00303789 -0.0127378 0.0143626
internal_weight=0 0.00563056 0.00795773 0.00372168 0.00262275 0.00609 0.00506894 0.00211821 0.00295073
internal_count=3910 2200 1710 2054 1853 1361 1219 581 638
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=14
num_cat=0
split_feature=158 41 159 457 16 15 403 47 12 1 48 4 16
split_gain=9.93442e-05 8.46583e-05 9.11884e-05 7.60399e-05 0.000135017 0.000124331 0.000146822 0.000106294 9.0301e-05 8.45479e-05 8.91727e-05 8.72111e-05 6.90404e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -0.066264999999999991 -0.49150499999999991 -0.14097499999999996 0.088015000000000024 0.10783500000000001 0.10214500000000001 0.09112000000000002 0.083775000000000002 -0.083329999999999987 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 10 11 -7 -11
right_child=-2 -3 -4 4 5 6 -8 -9 -10 12 -12 -13 -14
leaf_value=-0.00050057396263542887 -0.00060958538964983188 -0.00051528113951322771 0.00059083925999230244 0.00069755098530472758 -0.00064277054474393147 0.00042682169694983224 -0.00060107212261063445 0.00068062241644220036 -0.00046874480085694776 -0.00050854397808725428 0.00069123650091235643 -0.00025547906897692007 0.00013503637688473509
leaf_weight=0.0010146730557649706 0.0010174424763627612 0.001051511342803498 0.0011497524599915288 0.0011512722347828694 0.0010715428340309563 0.0015224217467513931 0.0011547379771614163 0.0012164065023020929 0.0010802806587747711 0.0011148553905727249 0.0015159641798817396 0.0013669223569451837 0.0015072798553178585
leaf_count=252 410 192 277 168 259 335 259 109 254 147 131 806 311
internal_value=0 2.23906e-05 6.04212e-05 1.59598e-05 5.7223e-05 -6.60084e-06 5.84523e-05 0.00014013 5.90401e-05 0.000140173 0.000306102 0.000104031 -0.000138595
internal_weight=0 0.0159176 0.0148661 0.0137164 0.0127017 0.0115504 0.0104789 0.00932413 0.00810772 0.00702744 0.00440531 0.00288934 0.00262214
internal_count=3910 3500 3308 3031 2779 2611 2352 2093 1984 1730 1272 1141 458
is_linear=0
shrinkage=0.00196078


Tree=3480
num_leaves=14
num_cat=0
split_feature=158 48 50 4 15 48 150 42 12 15 16 2 16
split_gain=0.000102468 9.62857e-05 0.000113554 0.000101416 9.45136e-05 0.000111088 8.9761e-05 7.93443e-05 0.000156775 0.000126024 0.000135658 6.58973e-05 3.64104e-05
threshold=0.085745000000000002 0.12649500000000002 0.088425000000000017 0.27020000000000005 -0.10981499999999998 0.091555000000000011 0.086420000000000011 0.084100000000000022 0.089855000000000004 0.085285000000000014 0.26364000000000004 0.083185000000000023 -0.010344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 10 11 -6 -13
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14
leaf_value=-0.00051124059158636317 -0.00062330977226014337 -0.00056739409196681647 -0.00052751721168272443 0.00059875991866243413 0.00024143377945074537 0.000659812070774869 -0.00048415915494502216 -0.00071856668898446032 0.00027242352486097677 -0.00034784743410157303 -0.00018208286340624236 0.0005334731314823862 0.0010515347440412288
leaf_weight=0.0010430350649305248 0.0010124591448147013 0.0010012340688460306 0.0011578308858427146 0.0014682127840834449 0.0014145459195440205 0.0012367031483270742 0.0011280676038507098 0.0011523342054036295 0.0013132036353476501 0.0011733282314254131 0.0012601777061091914 0.001054841305591621 0.0010317429216866679
leaf_count=214 410 125 629 321 160 147 214 398 375 339 200 249 129
internal_value=0 2.06091e-05 6.13967e-05 0.000112757 5.23265e-05 0.000106932 3.51713e-05 0.000104913 -0.000190742 0.000227742 0.000369584 0.000568149 0.000789636
internal_weight=0 0.0154353 0.014434 0.0132762 0.011808 0.0107649 0.00952824 0.00840017 0.00246554 0.00593464 0.00476131 0.00350113 0.00208658
internal_count=3910 3500 3375 2746 2425 2211 2064 1850 773 1077 738 538 378
is_linear=0
shrinkage=0.00196078


Tree=3481
num_leaves=13
num_cat=0
split_feature=158 41 159 39 160 52 4 151 133 1 4 2
split_gain=9.90833e-05 8.86619e-05 0.000102047 8.76008e-05 8.48787e-05 0.000104935 0.000177796 7.96063e-05 8.86507e-05 8.89722e-05 8.20865e-05 3.95022e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 0.005105000000000001 -1.0000000180025095e-35 0.10599500000000002 -0.23071499999999998 -0.0088999999999999982 -1.0000000180025095e-35 0.10134000000000001 -0.054534999999999993 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 10 -10 -12
right_child=-2 -3 -4 -5 5 -7 7 8 9 -11 11 -13
leaf_value=-0.00046409975096923183 -0.00060171045303418209 -0.00052758981293624758 0.00060652038375868047 0.00041645910005930388 -0.00082736973561935265 0.0004981365413393833 -0.00040441966057114492 -0.00030102898750319207 0.00049822404167887532 0.00061060185483027135 0.00010219493691311486 -0.00041084083869332214
leaf_weight=0.0016337157399168812 0.0010480515071418948 0.0010603778957780806 0.001204190813840521 0.0017886775413032121 0.001036406672653205 0.001491021811164118 0.0013147064085253218 0.0014684013524231734 0.0011220359432790677 0.0017101307117006574 0.0011820027226083431 0.0011273449527872768
leaf_count=767 410 192 277 304 144 204 175 650 330 156 79 222
internal_value=0 2.04481e-05 5.89879e-05 1.14664e-05 -4.8472e-05 1.6493e-05 -6.36474e-05 3.62346e-05 0.00012388 0.000245233 6.31409e-05 -0.000148252
internal_weight=0 0.016139 0.0150786 0.0138744 0.0120858 0.0104521 0.00896103 0.00792462 0.00660992 0.00514151 0.00343138 0.00230935
internal_count=3910 3500 3308 3031 2727 1960 1756 1612 1437 787 631 301
is_linear=0
shrinkage=0.00196078


Tree=3482
num_leaves=13
num_cat=0
split_feature=158 41 159 133 160 52 4 4 2 3 52 4
split_gain=9.72644e-05 9.04422e-05 0.000112889 7.15441e-05 0.000111277 8.94219e-05 0.0001242 0.000136852 8.21386e-05 0.00011194 8.6095e-05 8.90448e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -0.090054999999999982 -1.0000000180025095e-35 0.10433000000000002 -0.23071499999999998 -0.082054999999999975 0.11230000000000001 0.094625000000000015 -0.077699999999999977 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 9 10 -9 -12
right_child=-2 -3 -4 4 5 -7 7 8 -10 -11 11 -13
leaf_value=-0.00044977976014687029 -0.00061069577915609172 -0.00054712734605732582 0.00064523669580774398 -0.00039070947062542116 -0.00059856101410401814 0.00054233259675465369 0.00080887578476562339 0.00033372704203918092 -0.00042924520319996193 0.00059021262808293463 -0.00057048697595413818 0.00018786299227575674
leaf_weight=0.0011960222012061808 0.0010026732386842806 0.0010134115348575416 0.0011609803345924352 0.0018478523176921465 0.0010014001539760302 0.0017030339298941813 0.0010083911282634805 0.0014981550175718894 0.0012062129283056623 0.0015104935937874688 0.0014642242222732719 0.0010031121104080937
leaf_count=428 410 192 277 741 159 201 342 317 251 83 389 120
internal_value=0 1.93073e-05 5.86248e-05 7.94766e-06 5.26636e-05 0.000131479 5.09799e-05 0.000135557 3.39488e-05 0.000135978 -3.70442e-05 -0.000262175
internal_weight=0 0.0156133 0.0145999 0.0134389 0.0122429 0.010395 0.00869199 0.00769059 0.0066822 0.00547598 0.00396549 0.00246734
internal_count=3910 3500 3308 3031 2603 1862 1661 1502 1160 909 826 509
is_linear=0
shrinkage=0.00196078


Tree=3483
num_leaves=12
num_cat=0
split_feature=42 133 15 4 1 14 52 3 16 15 47
split_gain=2.7983e-05 5.34436e-05 7.08516e-05 4.25488e-05 4.13109e-05 4.00833e-05 6.33887e-05 6.15959e-05 6.75884e-05 7.13316e-05 4.87145e-05
threshold=0.092145000000000019 0.065880000000000008 0.085285000000000014 -0.082054999999999975 0.10080500000000002 -1.0000000180025095e-35 -0.088354999999999989 -0.087654999999999983 -0.010344999999999998 -0.09547499999999999 0.090655000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -2 -1 -7 -8 9 10 -9
right_child=4 3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.01674190199310905 -0.024508344476557961 0.029561926049117115 -0.024515118975893375 0.0026600430630934866 0.0034580901361493002 -0.014480388581488811 0.028199115425964261 0.020755035385002851 0.026117494736444105 -0.024194061457305238 -0.0089399908207175357
leaf_weight=0.0010312177143219671 0.0010742045761379703 0.0010994493299912034 0.0011841871270843003 0.001263662286735274 0.0010391383692738929 0.001424719874262073 0.0013023139888020969 0.0011819854033358369 0.0010054394543700272 0.0011077757959927319 0.001037244043661914
leaf_count=144 573 191 580 732 259 362 315 174 176 312 92
internal_value=0 0.00175107 -0.00166948 0.0151763 -0.0107571 0.0016743 0.00436445 0.00912928 0.00339696 -0.00346931 0.0068759
internal_weight=0 0.011638 0.00927488 0.00236311 0.00211334 0.0080907 0.00705948 0.00563476 0.00433244 0.00332701 0.00221923
internal_count=3910 3078 2155 923 832 1575 1431 1069 754 578 266
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=14
num_cat=0
split_feature=403 403 123 50 1 52 1 2 15 48 0 0 3
split_gain=0.000111041 0.000153093 9.98264e-05 0.000136019 0.000112454 0.000128181 0.000107306 0.000148043 0.000132236 9.13608e-05 6.50971e-05 0.000115529 3.96154e-05
threshold=0.09389500000000002 0.03138500000000001 1.0000000180025095e-35 0.082310000000000008 0.12864500000000004 0.11401500000000002 0.11052000000000002 0.097940000000000013 -1.0000000180025095e-35 0.087945000000000009 -0.10071499999999999 -0.075294999999999987 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 10 12 -12 -1
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=9.2453187844212259e-06 -0.00062936293327752488 0.00069002970160490752 0.00051452131277108745 -0.00076026942149999099 0.00051296060505071918 -0.00065781877951873288 -0.00043970698067045808 0.00098893990563648734 0.00010988111388685004 -0.00059977662628609481 -0.00068974280181234083 0.00024168778951052337 0.00049950872111341807
leaf_weight=0.0013780123258987343 0.001062546409117896 0.0012300515374231704 0.0011964178940914337 0.0010331647880863761 0.0013575852649289821 0.0013235862434889398 0.0018334050969278952 0.0010872611866619207 0.0016661319063917576 0.0011157819940974967 0.0010477810084576955 0.0010011803956131852 0.0011731327667057201
leaf_count=113 307 163 319 616 170 331 192 271 203 174 872 132 47
internal_value=0 2.46611e-05 -2.91359e-05 -7.55396e-05 -2.10536e-05 -8.34098e-05 -9.61542e-06 8.34895e-05 0.000457004 -9.64358e-05 2.56524e-05 -0.00023462 0.000234691
internal_weight=0 0.0164435 0.0152134 0.014017 0.0129839 0.0116263 0.0103027 0.00846928 0.00275339 0.00571589 0.00460011 0.00204896 0.00255115
internal_count=3910 3603 3440 3121 2505 2335 2004 1812 474 1338 1164 1004 160
is_linear=0
shrinkage=0.00196078


Tree=3485
num_leaves=11
num_cat=0
split_feature=12 15 1 3 160 2 2 2 2 16
split_gain=2.92254e-05 5.04514e-05 4.53976e-05 9.901e-05 6.95994e-05 6.7605e-05 5.46056e-05 4.49136e-05 3.90291e-05 2.87423e-05
threshold=0.092365000000000017 -0.064869999999999983 0.091845000000000024 0.11265500000000002 -1.0000000180025095e-35 0.086545000000000025 0.090050000000000005 0.095195000000000016 0.090310000000000015 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 8 -1 -6 -7 -3 -4 -5
right_child=1 7 3 9 5 6 -8 -9 -10 -11
leaf_value=-0.024396723667387252 -0.02568457823288994 0.014701752578867326 0.012723364012537881 0.0047888542018136469 -0.016402157018914447 0.028560934169993907 0.00040189074554311169 -0.012634355485615291 0.03762327962104265 -0.018632594490016596
leaf_weight=0.0012478654806190401 0.0011082844354309484 0.0011240449213656685 0.0015719902293885647 0.0010921259031779664 0.0013151247171875866 0.0010955539072154152 0.0018541616457515842 0.0012917680452342738 0.0010499362060784729 0.0010071364840707477
leaf_count=698 410 423 269 180 631 253 297 344 302 103
internal_value=0 -0.00801937 0.00253941 0.00973643 -0.00362426 0.00245363 0.0108604 8.47639e-05 0.0226944 -0.00644776
internal_weight=0 0.0035241 0.0102339 0.00472119 0.00551271 0.00426484 0.00294972 0.00241581 0.00262193 0.00209926
internal_count=3910 1177 2733 854 1879 1181 550 767 571 283
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=11
num_cat=0
split_feature=11 13 39 0 1 16 2 0 42 3
split_gain=2.55304e-05 3.67439e-05 9.49959e-05 8.22366e-05 6.2601e-05 5.42116e-05 8.8677e-05 8.94479e-05 5.21201e-05 5.30987e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.076710000000000014 0.05259500000000001 0.11230000000000001 -0.23029999999999998 -0.074124999999999983 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3 -9 -10
right_child=-2 2 -4 -5 -6 -7 -8 8 9 -11
leaf_value=-0.001508312997804032 -0.014088173160743954 0.024913982788618477 0.023351751788325902 -0.026371540299127413 0.029891580240299281 0.020640784144692729 -0.031550640389694233 0.013037463959038049 -0.029753235294045267 -0.0019304424204107861
leaf_weight=0.0015021628630259563 0.0011988655453301711 0.0011916339607189784 0.0013231513611646839 0.0015394806341015701 0.001099780236681338 0.0010054669830320082 0.0010054701914921247 0.0010114881971121968 0.0011676904663255154 0.0016625835606391935
leaf_count=160 279 99 387 329 246 373 131 457 1070 379
internal_value=0 0.00118809 -0.00158946 -0.00543402 0.0117637 -0.000858293 -0.00443787 0.000978166 -0.00644622 -0.0134093
internal_weight=0 0.0125089 0.00990697 0.00858381 0.00260194 0.00704433 0.00603887 0.0050334 0.00384176 0.00283027
internal_count=3910 3631 3225 2838 406 2509 2136 2005 1906 1449
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=14
num_cat=0
split_feature=158 41 159 403 457 2 48 16 16 13 1 16 3
split_gain=0.000102646 8.41242e-05 0.000115163 8.09133e-05 7.97593e-05 0.000115919 7.40038e-05 8.57678e-05 9.72405e-05 7.77861e-05 5.00353e-05 4.15641e-05 2.22957e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 0.087440000000000004 -0.066264999999999991 0.11339500000000001 0.083775000000000002 0.41476000000000007 -0.15168999999999996 -0.011514999999999999 0.11593500000000001 -0.094359999999999986 -0.028189999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -10 -7 -8 -11
right_child=-2 -3 -4 -5 5 10 11 -9 9 12 -12 -13 -14
leaf_value=-0.0006258286869816025 -0.00077070558781442637 -0.00067676159158132658 0.00051013188228988952 -0.00060768293497039561 0.00021632799504342395 -0.00076883736413890834 5.8098829966376724e-05 0.00045516288106166184 -0.00066994989631472587 -0.00029940134690853941 -0.00015831269054666065 0.00057299097312585518 0.00010425135292506367
leaf_weight=0.0010002235814386634 0.0010394143590741886 0.001025752898430249 0.0011135565792619187 0.0013166825457810597 0.0017929541888634078 0.001041718194268487 0.0010980050056165289 0.0010438837520731631 0.0015759291673804821 0.0010333692822749505 0.0010228334726040342 0.0013363819789296936 0.0010717176589738341
leaf_count=250 410 192 277 295 188 210 96 136 909 433 173 244 97
internal_value=0 -0.000134168 -9.56444e-05 -0.000146236 -9.56756e-05 -4.75425e-05 4.90462e-05 -5.99054e-05 -0.000158129 -0.000340519 -0.000466367 0.000340754 -9.38983e-05
internal_weight=0 0.015473 0.0144473 0.0133337 0.012017 0.0110168 0.00895224 0.00651785 0.00547397 0.00368102 0.00206455 0.00243439 0.00210509
internal_count=3910 3500 3308 3031 2736 2486 2103 1763 1627 1439 383 340 530
is_linear=0
shrinkage=0.00196078


Tree=3488
num_leaves=16
num_cat=0
split_feature=158 42 41 159 133 457 16 15 15 43 12 13 16 4 13
split_gain=0.000110413 0.000123414 0.000104313 0.000119707 0.000104262 0.000103247 0.000150953 0.000127084 0.000162244 9.44448e-05 0.000107258 0.00010537 8.42546e-05 0.000116371 0.000101787
threshold=0.085745000000000002 -0.11403999999999999 1.0000000180025095e-35 0.08764000000000001 -0.090054999999999982 -0.068264999999999978 -0.49150499999999991 -0.13578499999999996 -0.10071499999999999 -0.17307499999999998 0.090965000000000018 -0.086544999999999997 -0.072804999999999981 -0.0025899999999999994 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 -9 -10 12 -12 13 -11 -14
right_child=-2 2 -4 -5 5 6 7 8 9 10 11 -13 14 -15 -16
leaf_value=-0.00064505404058641481 -0.00064135849867880915 -0.0005068890628582832 -0.00054890658856708661 0.00070031835200332093 -0.00049423533787526757 0.0008608526585879027 -0.00057714708083930722 0.00082410516251829971 0.00061376716178060929 0.00080444955800740064 5.8899468849543878e-05 -0.00080684118637327292 0.00033312342858157144 -8.3243875375122923e-05 -0.00050344759972491325
leaf_weight=0.0010141062847695776 0.001039864528102257 0.0011764809932005042 0.0010071736405770975 0.0011868384389417041 0.0010133214627463102 0.0010665415055144669 0.0010031053905859124 0.00121763549726906 0.0010078293254196704 0.001263470047136275 0.0010441371914586828 0.0011205851896769385 0.0010148100504316568 0.0010311649440741849 0.001245404352606175
leaf_count=192 410 407 173 264 237 152 230 48 115 370 45 646 376 84 161
internal_value=0 1.74997e-05 6.11339e-05 0.000103827 5.02139e-05 0.000104705 0.000159806 8.46468e-05 0.000158861 5.40361e-05 -2.99147e-05 -0.000389258 0.000140865 0.000405537 -0.000127837
internal_weight=0 0.0164126 0.0153985 0.0143913 0.0132045 0.012028 0.0110147 0.00994814 0.00894504 0.0077274 0.00671957 0.00216472 0.00455485 0.00229463 0.00226021
internal_count=3910 3500 3308 3135 2871 2464 2227 2075 1845 1797 1682 691 991 454 537
is_linear=0
shrinkage=0.00196078


Tree=3489
num_leaves=13
num_cat=0
split_feature=484 42 43 40 3 0 15 16 3 4 3 15
split_gain=9.83596e-05 8.25511e-05 0.000105155 0.000117338 0.000118521 0.000306594 0.000115159 0.000158702 0.00015473 0.000115825 9.57856e-05 5.57398e-05
threshold=-0.0043499999999999988 -0.11145999999999999 0.18078000000000002 -0.034699999999999988 -0.10315499999999998 -0.053834999999999994 0.088190000000000004 -0.19424999999999998 -0.078669999999999976 -1.0000000180025095e-35 0.094625000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 11 6 7 -6 -9 -10 -11 -5
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12 -13
leaf_value=-0.00058795853130398266 -0.00051648026479251109 0.00069842281487400538 -0.00054821971799488291 0.00077089726614506388 -0.00058646127684144911 -0.0010304467352321178 0.00056524246507582288 -0.00056093583533419822 0.00066007046035763332 -0.00032433213738934966 0.00041139796308248386 0.00018697059887323337
leaf_weight=0.0010899310693557691 0.0010251459219987836 0.0011699935582740245 0.0010190844340744456 0.001041145456664061 0.001550037186937598 0.0010909167761477294 0.0015067219472325579 0.0010373872462962862 0.0018279956615977746 0.001443849884251525 0.0012865516278401656 0.0015857962797237108
leaf_count=612 204 322 223 132 214 252 556 780 165 164 56 230
internal_value=0 2.13226e-05 5.91898e-05 0.000104905 4.877e-05 -5.08864e-05 7.26171e-05 -3.12547e-05 0.000122538 0.000278081 2.23402e-05 0.0004184
internal_weight=0 0.0155846 0.0145595 0.0135404 0.0123704 0.00974346 0.00865254 0.00714582 0.00559578 0.0045584 0.0027304 0.00262694
internal_count=3910 3298 3094 2871 2549 2187 1935 1379 1165 385 220 362
is_linear=0
shrinkage=0.00196078


Tree=3490
num_leaves=14
num_cat=0
split_feature=484 133 42 43 16 160 13 474 160 133 151 1 2
split_gain=0.00012953 0.000108261 0.000119059 0.000124145 0.000151994 0.000122818 0.000109884 9.82316e-05 0.000178142 0.000117415 0.000161147 0.000126996 5.45256e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.11403999999999999 -0.18906999999999999 0.3935300000000001 0.099550000000000013 -0.26418499999999995 0.084655000000000022 -0.080184999999999992 -0.0056849999999999991 -0.0088999999999999982 0.10113500000000002 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -10 -11 12 -12
right_child=1 -3 3 4 -6 -7 7 -9 9 10 11 -13 -14
leaf_value=-0.00064895444879272594 -0.00057085609833455687 -0.00052456283410735503 0.00072446676183587281 0.00072610007765093617 -0.00064192853765309007 -0.00050395503123454332 -0.00061414902936669205 0.00067688774451206152 -0.00027434070752473545 -0.0002161411828796716 -1.6156878708384505e-06 0.0011193851593366288 0.00053749888797409364
leaf_weight=0.0011690518706930593 0.0010351724582177294 0.0012680738575293225 0.0011890000365448556 0.0012869504853489774 0.0010798862850985398 0.0010843888353516901 0.0013258362135763922 0.0010708118956192668 0.0017648836666818418 0.0016175615957468772 0.0012326278580451874 0.001007620455750789 0.0017386235708493902
leaf_count=612 175 472 113 161 267 108 426 212 649 227 167 176 145
internal_value=0 2.61788e-05 7.14302e-05 0.000117608 6.29828e-05 0.000125742 0.000187565 0.00011654 4.74689e-05 0.000166632 0.000305697 0.000517843 0.000313846
internal_weight=0 0.0167014 0.0154334 0.0143982 0.0132092 0.0121293 0.0110449 0.00975797 0.00868715 0.00736132 0.00559643 0.00397887 0.00297125
internal_count=3910 3298 2826 2651 2538 2271 2163 2002 1790 1364 715 488 312
is_linear=0
shrinkage=0.00196078


Tree=3491
num_leaves=14
num_cat=0
split_feature=158 41 159 457 16 15 15 12 52 52 49 2 1
split_gain=9.38315e-05 0.000103189 0.000103625 6.77412e-05 8.84113e-05 0.000114795 0.000114133 0.000106392 0.000103009 0.000154623 0.000125494 4.64465e-05 6.79308e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -0.068264999999999978 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 0.10129000000000001 -0.27466499999999994 -0.081429999999999989 -1.0000000180025095e-35 0.092745000000000008 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -8 -10 -11 12 -12
right_child=-2 -3 -4 4 5 6 7 -9 9 10 11 -13 -14
leaf_value=-0.0004776483602036435 -0.00058360430484859747 -0.00056612483000981933 0.00061428002624139548 0.00056889477794100493 -0.00059894794482874265 0.00058981071275339577 -0.00049773124993637374 -0.00051146157989944189 0.00080179557473903013 -0.00046872681000058384 -0.0002793102256937475 0.00044609997404124007 0.00034461073511006188
leaf_weight=0.0010082102616990702 0.0010626644673236941 0.0010874795113072688 0.0011914131142994463 0.0011507841824750344 0.0011160780329537703 0.0013730923897665179 0.0010618125657759795 0.0014127166967645094 0.0011898726893052351 0.0014727625372654629 0.001344317744030152 0.0017026581119577652 0.0013393496930286658
leaf_count=246 410 192 277 168 263 95 284 336 164 126 698 253 398
internal_value=0 1.75679e-05 5.88848e-05 1.21926e-05 4.97103e-05 -2.63016e-08 6.1318e-05 -1.48798e-05 7.16137e-05 0.000157376 2.65067e-05 0.000192787 3.20727e-05
internal_weight=0 0.0164505 0.0153631 0.0141717 0.0131634 0.0120127 0.0108966 0.00952349 0.00811077 0.00704896 0.00585909 0.00438633 0.00268367
internal_count=3910 3500 3308 3031 2785 2617 2354 2259 1923 1639 1475 1349 1096
is_linear=0
shrinkage=0.00196078


Tree=3492
num_leaves=10
num_cat=0
split_feature=42 51 42 43 1 52 48 0 1
split_gain=2.92398e-05 5.69208e-05 5.71224e-05 7.80897e-05 4.82024e-05 7.13951e-05 8.06655e-05 5.44249e-05 2.51744e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.077544999999999989 0.10498500000000001 0.082665000000000002 0.084670000000000009 -0.16443499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 6 -5 -6 -1
right_child=1 2 -4 4 7 -7 -8 -9 -10
leaf_value=-0.022423022012791564 -0.016153589249245686 0.026999313866171566 -0.012095218489329658 0.017358718475073819 -0.00093295919598498662 -0.023703644115183123 -0.01583323718019956 0.029925320062140839 -0.0014738522323143495
leaf_weight=0.0010112992882120126 0.0015442308634533468 0.0017027424455360813 0.0017249027944148251 0.0019391278620586672 0.0011255776036968035 0.0012209003360123434 0.0011763657583193088 0.0011611777716928756 0.0013254061089393015
leaf_count=759 521 634 710 293 93 261 84 254 301
internal_value=0 0.00172132 0.00446767 0.00789906 0.00298858 -0.00320651 0.00482591 0.0147364 -0.0105404
internal_weight=0 0.011595 0.0100508 0.00832589 0.00662315 0.00433639 0.00311549 0.00228676 0.00233671
internal_count=3910 2850 2329 1619 985 638 377 347 1060
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=11
num_cat=0
split_feature=484 3 133 160 151 4 42 43 2 3
split_gain=2.97386e-05 4.7774e-05 3.47595e-05 7.77699e-05 5.44186e-05 0.00012898 8.79299e-05 0.000104545 7.06518e-05 4.24806e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.085714999999999986 -0.080184999999999992 -0.0088999999999999982 0.25367000000000006 -1.0000000180025095e-35 -0.074254999999999988 0.086650000000000019 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10
right_child=1 2 3 4 5 -7 7 8 9 -11
leaf_value=-0.016898522024279328 0.021389242981401869 0.013455851358869828 -0.024091366189202233 -0.015867723327795846 -0.026804621680972349 0.037378104901765588 0.027027305696124711 -0.025622700033522811 0.018593094735551471 -0.0073235622827910671
leaf_weight=0.0010017208821219677 0.0010540118972439333 0.0014890011902378092 0.0014816726875373871 0.0016262100284929418 0.0010909395015724719 0.0010176962117546965 0.0014657803700678426 0.0011110016063673621 0.0011713961109488594 0.0013746698173004723
leaf_count=627 225 530 568 343 504 250 265 273 243 82
internal_value=0 0.000988908 -0.000828941 -0.00288613 0.000660975 0.00437794 -0.00102684 0.00446268 -0.00458139 0.00460019
internal_weight=0 0.0128824 0.0118284 0.0103394 0.00885769 0.00723148 0.00621379 0.00512285 0.00365707 0.00254607
internal_count=3910 3283 3058 2528 1960 1617 1367 863 598 325
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=11
num_cat=0
split_feature=52 52 1 12 15 151 2 2 4 52
split_gain=3.02747e-05 5.63866e-05 5.23229e-05 4.33396e-05 4.46881e-05 8.54775e-05 7.22917e-05 7.73213e-05 6.56793e-05 3.66093e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.085990000000000011 0.10852500000000001 -0.0089749999999999986 -0.044604999999999992 0.086650000000000019 0.11203000000000002 -0.078484999999999985 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 9 -6
right_child=1 3 -4 -5 8 6 7 -9 -10 -11
leaf_value=-0.01550705824626584 0.00051365555941150953 -0.028592309095848274 0.032142460961842825 -0.021564996147303263 0.0089411381639125497 -0.016323273491725424 0.03164210248981119 -0.0044607208114242234 0.021970203037911418 -0.01493187561551217
leaf_weight=0.0011918015322864408 0.0010572429226686705 0.0012698350523771655 0.0010351111341398321 0.0010047903635892761 0.0013149225528460077 0.0014444035790341088 0.0010909581550222099 0.0013002435146391082 0.0018544032769256353 0.0012558660992755444
leaf_count=425 278 316 268 247 508 320 348 250 584 366
internal_value=0 0.00116625 0.0161608 -0.00181169 0.000270849 -0.00610422 0.0013408 0.0120108 0.0076259 -0.00272116
internal_weight=0 0.0126278 0.00209235 0.0105354 0.00953063 0.00510544 0.00383561 0.0023912 0.00442519 0.00257079
internal_count=3910 3485 546 2939 2692 1234 918 598 1458 874
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=11
num_cat=0
split_feature=158 50 47 4 1 1 0 2 3 4
split_gain=2.92178e-05 4.14981e-05 6.32001e-05 6.47196e-05 7.51844e-05 0.000119421 8.14339e-05 7.29345e-05 6.05854e-05 6.93997e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.117025 0.25367000000000006 0.11215000000000001 0.094485000000000013 -0.077944999999999987 0.10113500000000002 0.084925000000000014 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.03249951493161362 -0.016039717645948779 -0.01748025386753075 -0.021139718219864836 0.023655761293585442 -0.022206230308230046 0.035818433799441933 0.028690395167040073 -0.0042619321601916754 0.0085910994832030362 -0.00028370799718288278
leaf_weight=0.0014238761725334061 0.0010792535238504609 0.0010980738717983997 0.001002344589949535 0.0016009752971556717 0.0011365597271041786 0.0011029489322542463 0.0014798733238200841 0.0012298984101404634 0.00135138778203725 0.0012607604208394541
leaf_count=1060 488 655 112 349 166 293 267 241 76 203
internal_value=0 0.00109949 0.00286001 0.00513238 0.00183194 0.00531285 0.000325142 0.0137341 -0.00867762 -0.0173703
internal_weight=0 0.0126867 0.0115886 0.0105863 0.0089853 0.00784875 0.0067458 0.00270977 0.00403602 0.00268464
internal_count=3910 3422 2767 2655 2306 2140 1847 508 1339 1263
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=11
num_cat=0
split_feature=11 157 0 51 133 52 16 52 1 1
split_gain=2.88249e-05 3.81133e-05 5.45696e-05 0.000116585 5.97482e-05 5.74561e-05 4.71172e-05 6.05848e-05 6.17459e-05 5.06713e-05
threshold=0.077330000000000024 -0.073574999999999988 -0.017269999999999997 -0.032189999999999989 -0.0023199999999999996 0.091210000000000013 -0.30307999999999996 0.06136500000000001 0.094890000000000016 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -6 8 9 -8
right_child=-2 2 5 4 6 -7 7 -9 -10 -11
leaf_value=0.018376698237517121 -0.015010351329097012 -0.033286636892218724 0.030518126841294974 -0.019612755875100675 -0.011275848298064398 -0.0020612499699038745 0.0053540851561342286 0.02610187924794749 0.018622430021059393 -0.024160140813067436
leaf_weight=0.0011711115035118224 0.0012020631631638494 0.0011800565117482164 0.0010483186255974492 0.0012580373730027225 0.0015323475902833837 0.0011192655802943607 0.0012936606543276583 0.0014417240810043119 0.0013980098637450446 0.0010569731138321721
leaf_count=465 279 371 197 853 324 75 382 520 229 215
internal_value=0 0.00120248 -0.000572965 -0.00394904 0.000388898 0.0136953 0.00413185 0.00868066 0.00198047 -0.00791712
internal_weight=0 0.0124995 0.0113284 0.00916081 0.00798075 0.00216758 0.00672272 0.00519037 0.00374864 0.00235063
internal_count=3910 3631 3166 2894 2523 272 1670 1346 826 597
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=13
num_cat=0
split_feature=158 42 43 40 48 50 4 47 1 16 3 16
split_gain=0.000136861 0.000105491 0.000103527 0.000149679 0.000139917 0.000112304 0.000134038 0.000129463 0.000150118 0.00011331 0.000192198 8.40839e-05
threshold=0.085745000000000002 -0.11145999999999999 0.16180500000000003 -0.018084999999999997 0.11930500000000001 0.086465000000000014 0.0057500000000000008 0.089345000000000022 0.083370000000000014 -0.008069999999999999 -0.083144999999999983 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 9 8 -8 10 -5 -11
right_child=-2 2 -4 4 -6 -7 7 -9 -10 11 -12 -13
leaf_value=-0.00056747641017531431 -0.0006782337116543576 0.00074349421465165087 -0.00049682742612777752 0.00026647961794003407 -0.00061783974437546634 -0.00049052154695146128 0.00014443667888009457 2.4271924662154325e-05 0.0010748106726192399 0.00062681199533787409 -0.00070769491470236965 -3.9518296898875477e-05
leaf_weight=0.0010538534791044102 0.0011123481292045793 0.0013382997361823861 0.0011315328375738195 0.0014093192568302728 0.001089307016514037 0.0010645005101747292 0.0011212401247055466 0.0018193603230557409 0.0016450344207228676 0.0013361169368147762 0.0017399418156564101 0.0016000183692639967
leaf_count=202 410 292 236 483 105 539 182 90 216 369 460 326
internal_value=0 3.25599e-05 7.39044e-05 0.000119502 5.43868e-05 0.000116784 0.000177366 0.00043052 0.000697707 -1.33975e-05 -0.000271744 0.000263702
internal_weight=0 0.0163485 0.0152947 0.0141631 0.0128248 0.0117355 0.010671 0.00458563 0.00276627 0.0060854 0.00314926 0.00293614
internal_count=3910 3500 3298 3062 2770 2665 2126 488 398 1638 943 695
is_linear=0
shrinkage=0.00196078


Tree=3498
num_leaves=15
num_cat=0
split_feature=403 403 453 42 4 1 12 15 157 16 151 1 12 0
split_gain=0.000178796 0.000105949 0.000107559 0.000108482 0.000146561 0.000338671 0.000167093 0.000124442 0.000114027 8.22251e-05 0.00011452 0.000128656 0.000125406 6.32099e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 1.0000000180025095e-35 0.098285000000000011 0.25367000000000006 0.11198000000000001 0.10129000000000001 -0.095799999999999982 -1.0000000180025095e-35 -0.19424999999999998 -0.0074049999999999993 0.11215000000000001 0.089745000000000005 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9 -10 -11 12 13 -12
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 11 -13 -14 -15
leaf_value=-0.00081238267328721488 -0.00039051678163540607 -0.0005352546795818735 -0.00051502744390853671 0.00065255826695538913 -0.00020185780192920601 0.0012630038696831295 -0.00077789634271884271 -0.00038532448399069782 -0.00025425256890226005 0.00091006174088507474 0.00037812347863817078 -0.00037748430069723982 0.00084217556225142469 -0.00025958531925920827
leaf_weight=0.0010048834088957201 0.0019829663528595073 0.0011567533408423708 0.0010938465633668617 0.0013480963803430201 0.0012534881942827124 0.0011761684242233531 0.001026183708377734 0.0012726900070477555 0.0010531877076934469 0.0011055445866723175 0.0014310296866756724 0.0011058936779374529 0.0014298977593272654 0.0010260579913605027
leaf_count=930 230 307 95 295 125 213 153 504 73 177 238 87 278 205
internal_value=0 3.81684e-05 7.88496e-05 0.000121556 6.99191e-05 0.000507265 -2.30187e-05 5.14142e-05 0.000155439 0.000251672 0.000339045 0.000212608 0.000380496 0.000111822
internal_weight=0 0.0174618 0.0163051 0.0152112 0.0138631 0.00242966 0.0114335 0.0104073 0.0084243 0.00715161 0.00609842 0.00499288 0.00388699 0.00245709
internal_count=3910 2980 2673 2578 2283 338 1945 1792 1562 1058 985 808 721 443
is_linear=0
shrinkage=0.00196078


Tree=3499
num_leaves=11
num_cat=0
split_feature=1 47 2 52 12 13 13 16 16 0
split_gain=3.16661e-05 4.29965e-05 4.69943e-05 4.82508e-05 5.83083e-05 7.17427e-05 7.34547e-05 6.00095e-05 5.74393e-05 3.30386e-05
threshold=0.12730000000000002 0.096175000000000024 -1.0000000180025095e-35 -0.092854999999999979 0.091555000000000011 -0.084184999999999996 -0.0101 -0.0072149999999999992 0.0032450000000000005 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 9 -6 -8
right_child=-2 -3 3 4 8 6 7 -9 -10 -11
leaf_value=0.020640743733672473 0.013259810129376957 -0.018892910498289929 -0.019648431186737259 -0.013981814370058293 -0.029421969023392999 0.035198052915704221 0.0092552618671723503 0.024851365132200057 0.0036757701168667594 -0.012299126562662735
leaf_weight=0.001015506525476855 0.0015492483984306344 0.0013295653028207099 0.0013326531954072829 0.0014600935942210751 0.0011008870065595247 0.0010171803904088887 0.001298912589002282 0.0011081668645570703 0.0010011973649091373 0.0015715055516396753
leaf_count=180 345 306 600 619 612 497 88 115 174 374
internal_value=0 -0.00191506 0.000154709 -0.00194867 0.000807555 0.00551764 0.0112167 0.0050855 -0.0136579 -0.0025454
internal_weight=0 0.0122357 0.0109061 0.0098906 0.00855794 0.00645586 0.00499577 0.00397859 0.00210208 0.00287042
internal_count=3910 3565 3259 3079 2479 1693 1074 577 786 462
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=11
num_cat=0
split_feature=1 52 0 12 43 3 4 3 52 2
split_gain=2.5702e-05 4.32332e-05 6.28568e-05 0.000111025 8.04412e-05 8.88518e-05 6.40154e-05 5.01662e-05 3.15462e-05 3.73522e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 -0.0037249999999999996 -0.016619999999999996 -0.48072499999999996 -0.088024999999999978 -0.074484999999999982 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 -8 -7 -10
right_child=-2 -3 6 -5 5 8 7 -9 9 -11
leaf_value=-0.020652609029704828 0.011954916505035551 -0.017739191740882589 -0.0094445963562780275 -0.031236747937793453 0.03063192619076411 -0.01539565810873004 0.034352180867181122 0.0056108501824262656 -0.0062357921167549915 0.018954914477592871
leaf_weight=0.0013329159463931666 0.0015466616660532546 0.0014817096138389175 0.0010188154138648514 0.0013030431741927837 0.0012009953164600915 0.0010518571139188637 0.0012523962520294609 0.001178986282117764 0.0012725304410565767 0.0010952284704000836
leaf_count=1008 345 576 190 484 283 80 203 544 63 134
internal_value=0 -0.00172954 0.000486032 -0.00479724 0.000989548 0.0072327 0.011598 0.0204154 -0.000985288 0.0054164
internal_weight=0 0.0121885 0.0107068 0.00725657 0.00595353 0.00462061 0.0034502 0.00243138 0.00341962 0.00236776
internal_count=3910 3565 2989 2052 1568 560 937 747 277 197
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=11
num_cat=0
split_feature=13 39 48 48 51 0 3 4 15 16
split_gain=2.61766e-05 5.74086e-05 5.17155e-05 8.63447e-05 9.07864e-05 8.27223e-05 0.000211162 7.20711e-05 5.92888e-05 3.93229e-05
threshold=-0.45122499999999993 0.005105000000000001 0.11379500000000002 0.090910000000000005 0.085845000000000019 -0.10071499999999999 -0.083144999999999983 -0.08422499999999998 -0.10312999999999999 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11
leaf_value=0.01467470260170653 -0.0063989669238039273 0.016685342242686151 -0.02417463576623128 0.024780126430157229 -0.033301698592834765 -0.0099136545832263032 -0.036937442104999711 0.024461427860090878 0.0056237469283976051 0.032412680486613298
leaf_weight=0.0010930464758254757 0.0013793317961398547 0.0015316507439315967 0.0011368364771163963 0.0010985688686683493 0.0010012161954009282 0.0011518858257176835 0.0017852521820187466 0.0012963181639702066 0.0010185261569139849 0.001185960010819464
leaf_count=112 131 431 126 252 329 459 1147 653 153 117
internal_value=0 -0.00145854 -0.00397259 -0.00165674 -0.00495013 -0.00131893 -0.0107837 0.00828787 0.00986149 0.0200355
internal_weight=0 0.0125855 0.0110539 0.00991706 0.00881849 0.00781727 0.00423346 0.0024482 0.00358382 0.00220449
internal_count=3910 3798 3367 3241 2989 2660 2259 1112 401 270
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=14
num_cat=0
split_feature=42 158 42 3 3 43 11 16 13 52 16 0 15
split_gain=9.95164e-05 0.000136246 0.000122404 9.17211e-05 0.00016255 0.000126881 0.000124566 0.00011095 0.000115742 0.000101759 0.000116095 0.000202182 3.99759e-05
threshold=-0.11145999999999999 0.085745000000000002 -0.088669999999999985 -0.11266 -0.078884999999999997 -0.074254999999999988 0.077330000000000024 0.24895000000000003 -0.09547499999999999 -0.072349999999999984 -0.19424999999999998 -0.15137999999999999 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 12 -6 -4 8 -7 -10 -11 -12 -5
right_child=1 -3 3 4 5 7 -8 -9 9 10 11 -13 -14
leaf_value=-0.0005799811633447928 0.00068541284217088028 -0.00066855439019021913 0.00075504292637784015 -0.00082332790402260688 0.00057551724778819925 0.00048916340152046318 -0.00011624282687946097 -0.00062153195034792702 -0.00057860446139638055 -0.00047825005884824984 0.00084066508874834406 -0.0002253783846427338 -0.00027613505728653055
leaf_weight=0.0011065660227885582 0.0011629995882882641 0.0010130139672148422 0.0013924757128082983 0.0010315923292229948 0.0015252513891841771 0.0017298943249798634 0.0011534356633454441 0.001094777152135927 0.0012706251267205564 0.0010950587847908945 0.0012933045356664497 0.0014518203396946974 0.001021680488318525
leaf_count=229 233 383 112 651 351 217 212 174 64 115 68 472 629
internal_value=0 2.77419e-05 7.40772e-05 2.35091e-05 -5.09609e-05 5.75744e-05 0.000360303 -4.19776e-05 5.07735e-05 -9.76116e-05 6.15375e-05 0.000276864 -0.000551052
internal_weight=0 0.0162359 0.0152229 0.0140599 0.011514 0.00946073 0.00254591 0.00793548 0.0068407 0.00511081 0.00384018 0.00274512 0.00205327
internal_count=3910 3681 3298 3065 2741 1461 324 1110 936 719 655 540 1280
is_linear=0
shrinkage=0.00196078


Tree=3503
num_leaves=11
num_cat=0
split_feature=15 15 151 16 0 48 47 4 4 133
split_gain=2.68447e-05 6.64041e-05 4.7167e-05 6.75439e-05 7.32358e-05 0.000104712 7.1565e-05 0.000146979 5.45983e-05 0.000119306
threshold=-0.24219999999999997 -0.11739999999999999 -0.076429999999999984 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 0.09550500000000002 -0.0031049999999999997 -0.078484999999999985 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 9 -6
right_child=1 2 3 4 6 -7 -8 -9 -10 -11
leaf_value=0.014864642511249243 -0.025239008334844323 0.016207703624775426 -0.025465903027403276 0.035759263295967618 -0.024152223335303133 -0.0065543169631689857 0.017477695548563484 -0.043235878667917636 0.018745123004587388 0.015677835072905974
leaf_weight=0.0010939773497911946 0.0010746685550059231 0.0016855718945254236 0.0010821262835799669 0.0012592170392874882 0.0018325500526019073 0.001092038053118416 0.0011987951347365439 0.0010403934274367229 0.0010314494776804636 0.0012754617833402463
leaf_count=317 297 487 177 152 769 75 171 391 774 300
internal_value=0 -0.00146749 0.000754406 -0.00190026 0.00102085 0.0161068 -0.00454002 -0.00963567 -0.00119074 -0.00780682
internal_weight=0 0.0125723 0.0114976 0.00981203 0.0087299 0.00235126 0.00637865 0.00517985 0.00413946 0.00310801
internal_count=3910 3593 3296 2809 2632 227 2405 2234 1843 1069
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=10
num_cat=0
split_feature=4 15 0 2 13 4 15 15 4
split_gain=2.79078e-05 8.11583e-05 5.84846e-05 5.34278e-05 7.60653e-05 6.5545e-05 0.000113327 4.47528e-05 6.00731e-05
threshold=0.15927500000000003 0.090505000000000016 -0.11756999999999999 0.106285 -0.09602999999999999 -0.08422499999999998 -0.0063699999999999989 -0.10071499999999999 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 -7 -9
right_child=2 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.02880848021868166 -0.0048059999300835007 -0.029172109527774312 0.021819595476898417 0.015493610624369866 -0.018932348969869353 0.013442261704687417 0.028938992789349156 0.0057238402351370808 -0.02551577310829313
leaf_weight=0.0010254037647746007 0.0017366395647086664 0.0010421049884433526 0.001571516032717719 0.0018443257719424006 0.0013600578186103735 0.0010410408174877706 0.0014900297560698651 0.0011321685409429406 0.0013490113587610083
leaf_count=155 244 683 366 410 524 207 434 593 294
internal_value=0 -0.00271694 0.0078423 0.000266071 -0.00353031 0.00053734 0.00582038 -0.00395965 -0.0112611
internal_weight=0 0.0102841 0.00330816 0.00924204 0.00739771 0.00637231 0.00501225 0.00352222 0.00248118
internal_count=3910 3300 610 2617 2207 2052 1528 1094 887
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=13
num_cat=0
split_feature=403 403 123 50 42 159 3 2 3 150 49 15
split_gain=9.84798e-05 0.000109803 0.000110452 0.000135528 0.000114372 0.000115796 0.000127048 0.000146231 0.000153945 0.000111307 0.000114379 0.00010394
threshold=0.09389500000000002 0.03138500000000001 1.0000000180025095e-35 0.082310000000000008 -1.0000000180025095e-35 0.090705000000000022 -0.11266 0.113945 0.097615000000000021 0.087235000000000021 -1.0000000180025095e-35 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 -8 -12
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=-0.00057485687450050868 -0.00058717178863702606 0.00061303707109649423 0.00056066734166030274 -0.00075614267003073761 0.00056906477483288545 -0.00053279877049013222 0.00062503185615448321 -0.00054830812655542907 0.00061777155817845325 -0.00060713294280012326 -0.00056581538132487999 0.00020086221067147473
leaf_weight=0.0012491116958968035 0.0010675760342955557 0.00114483985871111 0.0011722238877516543 0.0010142950578249732 0.0019363058869473196 0.0011767794338777187 0.0011569481147930298 0.0014763338307693247 0.0018371947489458111 0.0010680647737520282 0.0011353930463592953 0.0016944797074181937
leaf_count=643 307 163 319 616 237 294 138 183 125 164 176 545
internal_value=0 2.78315e-05 -1.70811e-05 -6.63539e-05 -1.13959e-05 4.9905e-05 0.000116449 1.17211e-05 0.000131683 -4.4985e-05 0.000105614 -0.000106742
internal_weight=0 0.016062 0.0149171 0.0137449 0.0127306 0.0114815 0.0103047 0.00836841 0.00689208 0.00505489 0.00398682 0.00282987
internal_count=3910 3603 3440 3121 2505 1862 1568 1331 1148 1023 859 721
is_linear=0
shrinkage=0.00196078


Tree=3506
num_leaves=12
num_cat=0
split_feature=133 42 160 0 160 43 43 157 15 2 0
split_gain=2.75996e-05 6.8693e-05 6.89816e-05 9.24465e-05 8.68372e-05 8.72609e-05 7.11002e-05 7.0711e-05 5.818e-05 9.22368e-05 9.04992e-05
threshold=0.10599500000000002 -0.090359999999999982 0.099550000000000013 0.10302000000000001 -1.0000000180025095e-35 -0.074254999999999988 -0.086909999999999987 -0.077044999999999988 -0.10469999999999999 0.093070000000000014 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3 -7 10 -10
right_child=-2 2 -4 -5 5 8 -8 -9 9 -11 -12
leaf_value=-0.021482322141093815 -0.015758285461381642 0.0069943117651695922 -0.020034553720413822 0.034818199424877842 0.0073662990040374056 -0.018104627544619056 0.04430363843225027 -0.027673155541057128 0.037383160597295122 -0.016869564893626773 -0.00092157920235326658
leaf_weight=0.0012106523415190687 0.0010444825201578771 0.001007195946666364 0.0011156021628957328 0.0010135638928943759 0.0010425006159499603 0.0011674550404225967 0.0010419893405713299 0.0014148581834830011 0.0012365793038652871 0.001070731677724329 0.0012306080250892566
leaf_count=385 557 278 238 167 205 224 252 687 78 311 528
internal_value=0 0.00116005 0.0035771 0.00615314 0.0029992 0.00879801 0.0258304 -0.0132569 0.00125262 0.00764019 0.0182771
internal_weight=0 0.0125517 0.0113411 0.0102255 0.00921192 0.00678986 0.00208449 0.00242205 0.00470537 0.00353792 0.00246719
internal_count=3910 3353 2968 2730 2563 1598 457 965 1141 917 606
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=13
num_cat=0
split_feature=158 457 16 15 15 49 15 43 1 52 0 0
split_gain=8.32978e-05 6.00127e-05 0.000132596 9.21355e-05 0.000131326 7.38273e-05 0.000125214 8.16864e-05 5.25836e-05 9.45464e-05 0.000122193 9.2135e-05
threshold=0.085745000000000002 -0.068264999999999978 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 -0.086904999999999996 0.088615000000000013 0.0016850000000000001 0.11215000000000001 -0.068164999999999989 -0.077944999999999987 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 11 -11 -7
right_child=-2 2 3 4 5 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00043402580770599474 -0.00055595047832630634 0.00059207682262514539 -0.00049600419962174608 0.00064295210936428631 -0.00052366380323300762 0.00081029953495959193 -0.0006076422541496702 0.0004871102088880352 -0.00034558954129122749 -0.00058394558140152544 0.00023931248932803273 -1.3325848381926392e-05
leaf_weight=0.0010166611162011731 0.0010076570673324256 0.0015933832681540088 0.0013316340001271092 0.0012713977281817177 0.0010285404680740488 0.0010916158198499767 0.0010432412074044628 0.0017634051881184869 0.0012779649169396131 0.0012705041094144467 0.001525364308416593 0.0010010470938156754
leaf_count=274 410 219 338 114 139 56 684 243 136 735 129 433
internal_value=0 2.61735e-05 5.91263e-05 -8.24487e-06 4.93718e-05 -2.60832e-05 3.09516e-05 0.000114964 8.54264e-06 0.00010112 -0.000134794 0.00041631
internal_weight=0 0.0152148 0.0141981 0.0126047 0.0112731 0.0100017 0.00897314 0.0079299 0.0061665 0.00488853 0.00279587 0.00209266
internal_count=3910 3500 3226 3007 2669 2555 2416 1732 1489 1353 864 489
is_linear=0
shrinkage=0.00196078


Tree=3508
num_leaves=13
num_cat=0
split_feature=158 41 13 39 15 3 43 3 3 1 15 0
split_gain=8.10739e-05 6.47569e-05 8.55417e-05 0.000150768 0.000105284 8.05075e-05 0.000173598 0.000120158 9.20367e-05 0.000100872 9.68254e-05 7.80816e-05
threshold=0.085745000000000002 0.075585000000000013 -0.09547499999999999 0.005105000000000001 0.088615000000000013 -0.10315499999999998 -0.079109999999999986 -0.074234999999999982 0.084925000000000014 0.089455000000000021 -0.092459999999999987 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 -4 -7 -8 -9 -10 -11 -1
right_child=-2 -3 3 -5 -6 6 7 8 9 10 -12 -13
leaf_value=5.3694979835920216e-05 -0.0005506168888450403 -0.00045447509385574834 0.00040397898064728521 0.00056518986887146958 -0.00059581789131612063 -0.00073146651401640361 0.0005977327516614976 -0.0005757547205351522 0.00055413878593819834 -0.00056590973921198998 0.00022596437230181136 0.00070104701602454757
leaf_weight=0.0015445348449371207 0.0010299029821681438 0.0010420384497938926 0.0013985213994209779 0.0014593786461712761 0.0014611555070054181 0.0013943021998949253 0.0011792545449341952 0.0011811922492915641 0.0010829689332474413 0.0011813058570537827 0.0011933894107367671 0.0013359777048372538
leaf_count=238 410 192 252 310 693 644 612 218 82 77 98 84
internal_value=0 1.75576e-05 5.16873e-05 -2.38131e-05 -0.000109156 -2.6576e-05 -0.000110063 3.88559e-05 -0.000103217 5.82087e-05 -0.000167958 0.000353936
internal_weight=0 0.015454 0.014412 0.0115315 0.0100721 0.00861093 0.00721241 0.00581811 0.00463886 0.00345766 0.0023747 0.00288051
internal_count=3910 3500 3308 2986 2676 1983 1731 1087 475 257 175 322
is_linear=0
shrinkage=0.00196078


Tree=3509
num_leaves=14
num_cat=0
split_feature=484 42 43 131 42 133 4 4 151 4 2 4 1
split_gain=7.97454e-05 7.5068e-05 8.26166e-05 0.000118297 0.000104435 8.29987e-05 8.64034e-05 0.000167585 0.000159368 0.000180998 5.52013e-05 2.88337e-05 2.19542e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.17307499999999998 0.089305000000000009 0.092145000000000019 0.065880000000000008 -0.06272999999999998 -1.0000000180025095e-35 -0.0088999999999999982 0.25367000000000006 0.085355000000000014 -0.025214999999999998 0.093170000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 10 -8 -9 12 -4 -7 -10
right_child=1 2 3 -5 -6 11 7 8 9 -11 -12 -13 -14
leaf_value=-0.00052915153554466401 -0.00048313872122923365 0.0005121177770775582 0.00010634576844720189 -0.00061844435470303192 -0.00049341264311160004 0.00071961561793934482 0.0007639414557950641 -0.00067659949550586741 5.0301485674900218e-05 0.00080481418597831114 -0.0004585599241702813 0.00025943292154006944 -0.00035129958506604071
leaf_weight=0.0010523976226855499 0.0010271778486293992 0.0014336149911714372 0.0010939640937745101 0.0010390350559919053 0.0011364736784364596 0.0010119269065843699 0.0014354939291360827 0.001043892085900942 0.0010653367675669701 0.001213171068025736 0.0016962701391377011 0.0010845030405466768 0.0010286791139892393
leaf_count=612 204 171 311 451 526 147 251 124 149 178 405 316 65
internal_value=0 2.88417e-05 6.5663e-05 1.58492e-05 7.16553e-05 0.000131823 4.63371e-05 0.000182997 -8.66592e-06 0.000202163 -0.000237078 0.000481559 -0.000146984
internal_weight=0 0.0153095 0.0142824 0.0128487 0.0118097 0.0106732 0.00857681 0.00578657 0.00435108 0.00330719 0.00279023 0.00209643 0.00209402
internal_count=3910 3298 3094 2923 2472 1946 1483 767 516 392 716 463 214
is_linear=0
shrinkage=0.00196078


Tree=3510
num_leaves=13
num_cat=0
split_feature=4 1 12 159 40 43 16 16 2 51 15 13
split_gain=7.83229e-05 8.37919e-05 7.5271e-05 0.000107401 8.92296e-05 0.000139882 0.00010939 0.000108958 0.000108785 8.00247e-05 0.00011663 7.29351e-05
threshold=0.27020000000000005 0.11198000000000001 0.11655500000000001 0.090705000000000022 -0.064864999999999992 -0.17307499999999998 0.15737500000000001 -0.014099999999999998 0.085255000000000011 0.089005000000000015 0.088190000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 11 10 -10 -7
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00051888753545957587 -5.8422899866569481e-05 0.00068179252927985147 -0.00057488852697585864 -0.00063679129729461356 0.00062776835610718477 -5.1199157360068934e-05 -0.00042562680380288831 0.00052719893888704525 -0.00070407633923912235 0.00017539721069213614 0.00011326296468588551 0.00066397159307621191
leaf_weight=0.0010477412267308863 0.0011270645037946005 0.0012291898380939997 0.0010063699124137617 0.001004029287647379 0.0015463573742666341 0.0010292701083693509 0.0019282011005463959 0.0017510281976705578 0.0017780635647102884 0.0014097536025145063 0.0010782671427593642 0.0011731151324198843
leaf_count=190 137 335 159 331 149 593 430 580 432 225 267 82
internal_value=0 0.000327726 -5.72557e-05 -1.93584e-05 2.92941e-05 7.8409e-05 -5.30509e-06 9.32976e-05 -2.41604e-05 -0.000206864 -0.00039553 0.000329741
internal_weight=0 0.00235625 0.0147522 0.0137458 0.0127418 0.0116941 0.0101477 0.0082195 0.00646847 0.00426608 0.00285633 0.00220239
internal_count=3910 472 3438 3279 2948 2758 2609 2179 1599 924 699 675
is_linear=0
shrinkage=0.00196078


Tree=3511
num_leaves=10
num_cat=0
split_feature=4 42 43 16 49 160 1 403 52
split_gain=3.2255e-05 3.35106e-05 5.21426e-05 7.1173e-05 5.65542e-05 9.84003e-05 8.6699e-05 5.25653e-05 7.25013e-05
threshold=0.27608500000000008 0.092145000000000019 0.14198000000000002 0.25185000000000007 -0.00064499999999999985 0.069910000000000014 0.095575000000000007 0.03138500000000001 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.029492670872781665 0.012827063838057521 -0.014426851558999008 0.021949850742262033 -0.02703525800414848 -0.021384647872285313 0.0064599940681757638 0.029464812263887863 0.019209321218015794 0.011296623721559472
leaf_weight=0.0013826896982461036 0.0016813876544117942 0.0018283468033115776 0.001000955937732491 0.0010168535965774045 0.00158374870442959 0.0016938267078559941 0.0013262039587312088 0.001016355523015558 0.0011879943037426456
leaf_count=371 441 700 199 329 578 215 176 234 667
internal_value=0 -0.00195915 0.000273798 -0.00208258 0.00101518 -0.00969834 0.00745992 -0.000243944 -0.00737716
internal_weight=0 0.012037 0.0102086 0.00920767 0.00819082 0.00307652 0.0051143 0.0037881 0.00277174
internal_count=3910 3469 2769 2570 2241 586 1655 1479 1245
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=11
num_cat=0
split_feature=1 150 484 12 43 12 3 1 16 4
split_gain=3.02647e-05 4.73273e-05 4.18163e-05 5.92722e-05 8.63035e-05 5.78002e-05 0.000106153 7.32777e-05 7.86841e-05 1.83973e-05
threshold=0.12730000000000002 0.10871000000000001 0.084225000000000008 0.10129000000000001 -0.15648499999999999 0.092365000000000017 0.0066850000000000008 0.092385000000000009 -0.083144999999999983 0.0037100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -8
right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11
leaf_value=0.024276437584772808 0.012998768398580017 0.018577441387755227 0.012592542953938661 -0.026010587462951887 0.010671417939132684 -0.027686818936216745 -0.029367061117797584 0.027275188564612265 -0.023433377506655962 -0.01096383482218815
leaf_weight=0.001020201063827335 0.0015552258970480499 0.0010398667769908948 0.0013737875995108511 0.0012896839228343478 0.0018014676204191234 0.0011190678429210494 0.0011685908385730415 0.0011993652431454708 0.0010832671021670575 0.0010150342699471529
leaf_count=152 345 179 379 397 574 571 155 278 784 96
internal_value=0 -0.00181983 -0.00373577 -0.00604911 -0.00298689 -0.00675227 -0.00301453 0.00650144 -0.00213551 -0.0208125
internal_weight=0 0.0121103 0.0110705 0.00969668 0.00840699 0.00738679 0.00626773 0.0040841 0.00288473 0.00218363
internal_count=3910 3565 3386 3007 2610 2458 1887 1636 1358 251
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=12
num_cat=0
split_feature=158 42 157 0 2 49 42 48 16 4 12
split_gain=0.000106805 8.82248e-05 0.000104425 0.000119369 0.000147471 9.21712e-05 0.00014831 0.000205984 0.000149418 7.53187e-05 6.97766e-05
threshold=0.085745000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074249999999999997 0.10137500000000001 -0.045004999999999996 0.088915000000000008 0.084905000000000022 -0.08286499999999998 0.0057500000000000008 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 -5 9 7 8 -7 -4 -1
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=8.2154799227751864e-05 -0.00061055799214533872 -0.00035903261717452374 -7.3018957589361238e-05 0.0008994219091102804 9.6136798821065504e-05 0.00071648855949964598 -0.0007641687493964729 -0.00062590074857339899 -0.00016144245602134729 0.00060672401003978899 -0.00056315211432497682
leaf_weight=0.0011075173118178297 0.0010566328022272612 0.0016698173765849296 0.0010460568578500922 0.001625971599420393 0.0019117978518365351 0.0016728312987619905 0.0010805241676471846 0.001232862555261699 0.0013442276247477795 0.001563382025821361 0.0015400396077440359
leaf_count=145 410 597 112 312 266 243 469 157 223 135 841
internal_value=0 3.33508e-05 9.91115e-05 0.000165764 0.00046533 3.22871e-05 -0.000115526 4.9389e-05 0.000325333 0.000334233 -0.000293209
internal_weight=0 0.015795 0.0131475 0.0114777 0.00353777 0.00793988 0.00533045 0.00424992 0.00301706 0.00260944 0.00264756
internal_count=3910 3500 2514 1917 578 1339 1092 623 466 247 986
is_linear=0
shrinkage=0.00196078


Tree=3514
num_leaves=13
num_cat=0
split_feature=158 42 42 2 3 13 157 12 133 3 15 3
split_gain=8.21166e-05 7.7646e-05 0.000124098 7.4387e-05 0.000151707 9.2883e-05 7.48724e-05 9.56084e-05 7.54825e-05 0.000169097 9.79845e-05 0.000148685
threshold=0.085745000000000002 -0.11145999999999999 -0.088669999999999985 0.086545000000000025 -0.078884999999999997 -0.060719999999999989 -1.0000000180025095e-35 0.10058500000000002 0.090085000000000012 -0.082139999999999977 -0.031229999999999997 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5 8 9 -8 11 -11
right_child=-2 2 3 6 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00050714500965115723 -0.00053930846508658313 0.00068379257759676384 -0.00069856705829149629 -0.00036645590163685482 0.00051949455675825041 -0.00021553855969536978 0.00085436712805698329 -0.00037668283528259009 -0.00021428540191382718 0.00073233502141357889 -0.00030799003387607004 -0.00012367795315793614
leaf_weight=0.0010079236173082462 0.001077720123275872 0.001117230135935632 0.0015567515456256535 0.0011585319346837765 0.001068743824443535 0.0017323537069215114 0.0017171992089344531 0.0010908271995454079 0.0011577749233328931 0.0016279573751504276 0.0013622866221755284 0.0014979612712283897
leaf_count=202 410 233 747 453 254 222 273 243 289 253 181 150
internal_value=0 1.9761e-05 5.49608e-05 4.67235e-06 -0.000207827 6.49094e-05 0.000101009 0.00016507 0.000245329 0.000331081 0.000130871 0.000322128
internal_weight=0 0.0160955 0.0150876 0.0139704 0.00435785 0.0028011 0.00961254 0.00845401 0.00736318 0.0062054 0.00448821 0.00312592
internal_count=3910 3500 3298 3065 1223 476 1842 1389 1146 857 584 403
is_linear=0
shrinkage=0.00196078


Tree=3515
num_leaves=13
num_cat=0
split_feature=484 42 43 131 16 160 0 133 2 42 12 3
split_gain=6.78595e-05 6.262e-05 6.79888e-05 0.000115587 8.61299e-05 9.92393e-05 7.85124e-05 8.66666e-05 9.95454e-05 0.000127484 7.71254e-05 9.50116e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.17307499999999998 0.089305000000000009 0.31524000000000002 0.099550000000000013 -0.061994999999999995 -0.090054999999999982 0.10836000000000003 0.084100000000000022 0.082640000000000005 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 11 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00049349056537616078 -0.00044558854237290203 0.00046412279596891131 -0.00040864664873391617 -0.00062993385579748241 -0.00048550409042137215 -0.00047070355612962509 0.0005740269006583341 -6.6511707258755943e-05 -0.00020033030722508156 -0.00022722054361896639 0.00092464120268144565 0.0006738599031555245
leaf_weight=0.0010611566692049585 0.0010369721941769399 0.0013976522978034955 0.0011202703997119957 0.0010041182239126914 0.0010049380537711034 0.0010076442464258097 0.0015911465626847711 0.0012855710186107272 0.0019254395555958152 0.0012229370431438391 0.0011501877530481416 0.0013836438774563753
leaf_count=612 204 171 367 451 230 109 318 146 264 623 328 87
internal_value=0 1.94469e-05 5.36632e-05 8.47692e-06 6.33052e-05 0.000114913 0.000175878 9.75504e-05 0.000178936 0.000323761 0.00050018 0.000317276
internal_weight=0 0.0151305 0.0140935 0.0126959 0.0116918 0.0106868 0.0096792 0.00808805 0.00696778 0.00504234 0.0038194 0.00266921
internal_count=3910 3298 3094 2923 2472 2242 2133 1815 1448 1184 561 233
is_linear=0
shrinkage=0.00196078


Tree=3516
num_leaves=11
num_cat=0
split_feature=4 151 15 457 16 0 133 1 0 13
split_gain=2.68741e-05 3.3415e-05 7.27582e-05 7.0043e-05 6.35512e-05 8.02891e-05 7.20367e-05 5.87903e-05 5.65051e-05 7.97438e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.10312999999999999 0.084485000000000018 -0.092424999999999993 -0.10071499999999999 -0.036599999999999987 0.078340000000000007 0.14676000000000003 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 -6 -7 -4 9 -8
right_child=-2 2 4 -5 5 6 8 -9 -10 -11
leaf_value=0.026021488475596613 0.011682292275549651 -0.028315087222822045 0.0003573181808914885 -0.0097718674370052445 0.025206022582048335 0.02056200885261469 -0.00072151372232837226 -0.0317579726684614 0.012057091171343215 -0.033750976334942291
leaf_weight=0.001174209758352242 0.0016852590047935602 0.001116942467340845 0.0011490261741983641 0.0010230445293934604 0.0013829830390227641 0.0011109388238159821 0.0016662968945792452 0.0011311502266154669 0.0010214555875914452 0.0013022023996377393
leaf_count=365 441 267 306 191 142 406 1104 140 45 503
internal_value=0 -0.00179791 -0.00427824 0.00935605 -0.00121484 0.00383498 -0.00195925 -0.0155744 -0.00822994 -0.0152107
internal_weight=0 0.0120782 0.009881 0.00219725 0.00876405 0.00648388 0.00510089 0.00228018 0.00398995 0.0029685
internal_count=3910 3469 2913 556 2646 2200 2058 446 1652 1607
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=11
num_cat=0
split_feature=1 457 1 52 2 15 3 12 13 3
split_gain=3.06791e-05 4.01226e-05 6.32666e-05 5.69969e-05 0.000101919 7.64806e-05 0.000102015 5.91576e-05 5.74685e-05 6.27061e-05
threshold=0.12730000000000002 0.069705000000000003 0.088385000000000005 0.11401500000000002 0.092340000000000019 -0.064869999999999983 -0.089974999999999986 0.086935000000000012 -0.089899999999999994 -0.011169999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 -6 -10
right_child=-2 2 -4 -5 8 6 7 -9 9 -11
leaf_value=-0.027867831217522399 0.01305818763251341 -0.0066321953062365158 0.028855336109933013 -0.023988003433621011 0.025970033490871808 -0.027990431744603386 0.026558632974521181 -0.0068405431845206689 0.014267910217636577 -0.018220082036518613
leaf_weight=0.0017571609181441586 0.0015616844327317305 0.0010067268149660537 0.0010027576649114726 0.0012945946982230285 0.0014849315620190234 0.0010089794365834874 0.0011114742526738631 0.0010142583464175523 0.0014616431808589275 0.0010009610875241063
leaf_count=441 345 154 157 561 150 346 444 563 595 154
internal_value=0 -0.00183183 0.0110765 -0.00439144 -0.00152139 -0.0111673 -0.00180578 0.0106228 0.010432 0.0010627
internal_weight=0 0.0121435 0.00200948 0.010134 0.00883941 0.00489187 0.00313471 0.00212573 0.00394754 0.0024626
internal_count=3910 3565 311 3254 2693 1794 1353 1007 899 749
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=14
num_cat=0
split_feature=403 48 48 403 51 1 4 457 0 2 15 13 16
split_gain=9.34356e-05 0.000107226 0.000110281 0.000106683 9.98265e-05 0.000125975 0.000266791 0.000189702 0.000135796 0.000201933 0.000119148 6.40172e-05 8.11554e-05
threshold=0.09389500000000002 0.12862000000000004 0.097140000000000018 0.03138500000000001 0.08955500000000001 0.11198000000000001 0.22584000000000001 0.079930000000000015 0.15480500000000005 0.10796500000000002 0.079360000000000014 -0.090744999999999978 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 10 11 -1 -13
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14
leaf_value=0.00042667404069844265 -0.00056504456805411515 -0.00058679366611591834 0.00060360448334871499 0.00058621358128726066 -0.00054532301739363114 -0.00017682784601876604 0.0011444094405170437 0.0005221019134636479 0.00038262818696135832 -0.0010823880401040745 -0.00071142158201435192 -0.00059288459012857926 0.00010268592531331857
leaf_weight=0.0010058904912582847 0.0010984033748633977 0.0010281661027616981 0.0013445488536776287 0.0011531971588885628 0.0013281186804652402 0.0012900922583264259 0.0010790403480230278 0.0016263584041244809 0.0012072036193238999 0.0011373302124822599 0.001177208374987995 0.0010137825357199016 0.0017723763494629568
leaf_count=104 307 117 238 156 335 125 266 205 35 275 955 243 549
internal_value=0 2.59477e-05 6.75726e-05 1.53109e-05 -3.67855e-05 2.29351e-05 0.00042494 -8.35959e-05 -0.000218284 -0.000337078 -0.000166496 2.67123e-06 -0.000150407
internal_weight=0 0.0161633 0.0151351 0.0137906 0.0126374 0.0113093 0.00236913 0.00894015 0.00731379 0.00610659 0.00496926 0.00379205 0.00278616
internal_count=3910 3603 3486 3248 3092 2757 391 2366 2161 2126 1851 896 792
is_linear=0
shrinkage=0.00196078


Tree=3519
num_leaves=9
num_cat=0
split_feature=1 4 2 1 2 0 0 0
split_gain=3.18986e-05 6.65099e-05 4.36821e-05 4.53381e-05 5.04608e-05 6.76741e-05 0.000101427 3.83704e-05
threshold=0.085835000000000009 -0.15796999999999997 0.11542500000000001 0.092550000000000007 0.10796500000000002 -0.10575999999999998 -0.055084999999999988 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 -3
right_child=2 7 -4 4 -6 6 -8 -9
leaf_value=0.0090885384314688452 0.012698513301204105 -0.023760460822899006 0.018143164532573367 0.022119221054910893 -0.024135186624720098 -0.031390423967694654 0.011582867343938243 -0.0035573071885958429
leaf_weight=0.0019644172563865136 0.001962131015932643 0.0018719782955345945 0.0017066114202673724 0.0010101391215543193 0.0010988940944064232 0.0010611114558878186 0.0011385345065964652 0.0018883569458081496
leaf_count=146 423 737 398 155 124 369 241 1317
internal_value=0 -0.00582433 0.00395864 9.82934e-05 -0.00563973 0.000692335 -0.00914749 -0.0136149
internal_weight=0 0.00572475 0.00797742 0.00627081 0.00430868 0.00320979 0.00219965 0.00376034
internal_count=3910 2200 1710 1312 889 765 610 2054
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=16
num_cat=0
split_feature=48 158 14 1 0 42 49 3 12 0 2 16 2 0 3
split_gain=0.000146898 0.000137727 0.000117789 0.000135528 0.000282352 0.000129074 0.000113955 0.000108375 0.000107103 0.000155145 9.98512e-05 0.000115148 7.39763e-05 4.56967e-05 2.48279e-05
threshold=0.12862000000000004 0.085745000000000002 -0.13131999999999996 0.10752500000000002 -0.13870499999999999 0.092145000000000019 -0.085974999999999982 -0.074234999999999982 0.088375000000000023 -0.07773999999999999 0.089710000000000012 -0.089864999999999987 0.096750000000000017 -0.084304999999999977 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -6 10 -10 11 -8 -12 -13 -11
right_child=-2 -3 3 4 7 -7 8 -9 9 14 12 13 -14 -15 -16
leaf_value=-0.00052374348073397359 -0.00069609042751955015 -0.00065352703639271674 -0.00049056100302296711 0.0013244975045895041 0.00052881005807284547 -0.00053247734230481812 -0.00042612386556768777 -0.00035449407661662229 -0.00072085405412675412 0.00042446479768121226 0.0010012256015390084 0.00012656931549388526 0.00030201341873480026 0.00066949537222430779 -9.9028579968824476e-06
leaf_weight=0.0011410478670307094 0.0011218271896415019 0.0010415098527967867 0.0010890679525271578 0.0010431042023152015 0.0010510606177678576 0.0013771097309611029 0.0010186039298292534 0.0010856329077551289 0.0010608619655060941 0.0010007618150431885 0.0011678370948303993 0.0013920032600015695 0.0011591835092533385 0.0010423215061510752 0.0010231821008967051
leaf_count=153 123 402 138 118 118 539 203 199 574 145 140 424 196 273 165
internal_value=0 3.69007e-05 8.28435e-05 0.000130542 0.000488254 3.01577e-05 0.000107998 8.00119e-05 0.000181533 -0.000113482 0.000338986 0.000127417 0.00065292 0.000359038 0.000204875
internal_weight=0 0.0166933 0.0156518 0.0145107 0.0031798 0.0113309 0.00995382 0.00213669 0.00886476 0.00308481 0.00577995 0.00345293 0.00232702 0.00243432 0.00202394
internal_count=3910 3787 3385 3232 435 2797 2258 317 2120 884 1236 900 336 697 310
is_linear=0
shrinkage=0.00196078


Tree=3521
num_leaves=13
num_cat=0
split_feature=158 41 13 39 48 4 3 15 1 4 16 52
split_gain=0.000101086 0.000107933 9.76087e-05 0.000162726 9.23662e-05 0.000111689 0.000183802 9.65523e-05 0.000127507 0.000100195 9.04401e-05 8.47335e-05
threshold=0.085745000000000002 0.075585000000000013 -0.09547499999999999 0.005105000000000001 0.11028500000000001 -0.034289999999999994 -0.083144999999999983 -0.11739999999999999 0.094695000000000015 0.00046500000000000008 -0.078844999999999985 0.081680000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 6 10 -7 9 -9 -4 -1
right_child=-2 -3 3 -5 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.00062739254353890404 -0.00061348619872766052 -0.00058843478844268948 0.0004215195919791246 0.0005902176990231925 -0.00064584541019011921 -0.00041587100573948924 -0.00093423793238970763 0.00045858213107182665 0.00067759526997586894 -0.00026735456858572568 -0.00036667602999114159 -5.8805971807662591e-05
leaf_weight=0.0019398733739411861 0.0010137245749371705 0.0010307917802756554 0.0010856255234748535 0.0015037633196282431 0.0010690492573018221 0.0010317654128801186 0.0012058560711526228 0.0011800630060060336 0.0016959149272882971 0.0019208596906688412 0.0011553291706156823 0.0010753951303127257
leaf_count=225 410 192 371 310 112 203 732 479 188 270 321 97
internal_value=0 2.51328e-05 6.76841e-05 -1.24745e-05 -0.000100087 -3.71852e-05 -0.000316982 0.000128276 0.000245318 8.90225e-06 1.51636e-05 0.00038266
internal_weight=0 0.0158943 0.0148635 0.0118482 0.0103445 0.00927541 0.00344681 0.0058286 0.00479684 0.00310092 0.00224095 0.00301527
internal_count=3910 3500 3308 2986 2676 2564 1424 1140 937 749 692 322
is_linear=0
shrinkage=0.00196078


Tree=3522
num_leaves=10
num_cat=0
split_feature=4 2 15 13 4 4 52 2 47
split_gain=2.679e-05 6.30654e-05 9.72695e-05 6.7476e-05 6.22334e-05 0.000108939 8.59788e-05 5.96243e-05 3.76103e-05
threshold=0.15927500000000003 0.11043500000000002 0.088615000000000013 -0.084184999999999996 -0.08422499999999998 -1.0000000180025095e-35 -0.0066199999999999991 0.10836000000000003 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -2 -7
right_child=7 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.022242292752753814 0.02073310511797976 0.013477007817631479 -0.035622582140989498 -0.016589677743951408 0.0043535732707782812 -0.019114262485400907 0.042997312509605798 -0.0059465847447067559 0.0061170766368963993
leaf_weight=0.001399688031460981 0.0017071746492001235 0.0019704038522254932 0.0010031377579230337 0.0013743217888146607 0.0011867701155003272 0.0012740178792750938 0.0011182613490810657 0.0016445889350428186 0.0011016164253194807
leaf_count=623 289 437 732 509 384 259 234 321 122
internal_value=0 -0.00263471 -0.00638824 -0.00245432 0.00211993 0.00761338 0.0231012 0.00764235 -0.00741412
internal_weight=0 0.0104282 0.00845781 0.00745468 0.00605499 0.00468067 0.00230503 0.00335176 0.00237563
internal_count=3910 3300 2863 2131 1508 999 618 610 381
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=14
num_cat=0
split_feature=158 41 159 457 16 15 47 12 133 52 49 1 133
split_gain=0.000111222 8.73027e-05 8.45211e-05 6.81998e-05 8.70853e-05 9.66768e-05 0.000147631 0.000114459 9.73571e-05 0.000100361 0.000210054 5.83159e-05 0.000104857
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -0.066264999999999991 -0.49150499999999991 -0.13578499999999996 0.10783500000000001 0.10214500000000001 -0.0056849999999999991 -0.0025949999999999997 -0.045004999999999996 0.092550000000000007 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7 10 -10 12 -11
right_child=-2 -3 -4 4 5 6 -8 -9 9 11 -12 -13 -14
leaf_value=-0.00046756410149471569 -0.00063221450015342581 -0.00052932931572961806 0.00057977773972373394 0.00058547232061030889 -0.00056302825038685928 -0.00042093571594888557 0.00070881412713589024 -0.00060807560325999981 0.00030732047781160049 0.00077615901038778537 -0.00079622849797270458 -4.433803752223385e-05 7.7829336459398936e-06
leaf_weight=0.0010035149933017668 0.0010422668722921647 0.0010069594840366484 0.0011419242634637056 0.0011198580873996141 0.0010217638530051242 0.0013268392413273693 0.0012236537347432011 0.0011050362164706081 0.0016893778763888301 0.0018925984499932134 0.0010916569181614469 0.0010217803016486018 0.0010682218299225164
leaf_count=252 410 192 277 168 271 621 109 292 164 246 412 167 329
internal_value=0 2.9213e-05 6.74573e-05 2.43271e-05 6.36256e-05 1.25463e-05 6.89905e-05 -1.61514e-05 6.46965e-05 0.000159964 -0.000125862 0.000359556 0.00049894
internal_weight=0 0.0157132 0.0147062 0.0135643 0.0125608 0.0114409 0.0104192 0.00919551 0.00809047 0.00676364 0.00278103 0.0039826 0.00296082
internal_count=3910 3500 3308 3031 2779 2611 2340 2231 1939 1318 576 742 575
is_linear=0
shrinkage=0.00196078


Tree=3524
num_leaves=15
num_cat=0
split_feature=158 11 3 3 15 151 3 15 52 52 51 13 4 16
split_gain=9.92006e-05 0.000117285 9.48239e-05 8.56153e-05 0.000161677 0.000143673 0.000120365 9.07205e-05 0.000212791 0.0001402 0.00011546 8.15049e-05 7.51473e-05 5.06748e-05
threshold=0.085745000000000002 0.08184000000000001 -0.10628499999999998 -0.078884999999999997 0.085120000000000015 0.056555000000000001 -0.074234999999999982 -0.017214999999999998 -0.074484999999999982 -0.010284999999999997 0.081825000000000009 -0.012839999999999999 0.25367000000000006 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -4 6 -5 8 -8 -9 12 -11 -10 -1
right_child=-2 -3 3 5 -6 -7 7 9 10 11 -12 -13 -14 -15
leaf_value=0.00069895807566505307 -0.00058797305876373942 -0.00061735841248772262 -0.00082345754871530365 0.00078339577959473424 0.00016739921745383688 -0.00059335529890575957 -0.00082515433008647436 0.00088800828180855015 -0.0004196894165522044 -0.00026195362350977679 0.00064887142710132108 0.0004720573633859252 0.00026884327121789135 0.0001091790045640359
leaf_weight=0.0012731523417935766 0.0010749576209746854 0.0010178635241883697 0.0012410763124032758 0.0010624790265681043 0.0012924434017319826 0.0010797565857614362 0.0011579215346888493 0.0011364335670996963 0.0013162538828548772 0.0013650675453130146 0.0011649612628554301 0.0010134023442733096 0.0011348858756166195 0.0010000867894260426
leaf_count=175 410 204 921 262 574 91 228 155 154 190 140 109 217 80
internal_value=0 2.70563e-05 7.0102e-05 5.33291e-06 -0.000317984 8.38602e-05 0.000162055 8.24108e-05 -9.36035e-05 0.000321477 0.000140648 5.07888e-05 -0.000100896 0.000439491
internal_weight=0 0.0162558 0.0152379 0.0129647 0.00253352 0.0104312 0.00935141 0.00828893 0.00477402 0.0035149 0.0036161 0.00237847 0.00245114 0.00227324
internal_count=3910 3500 3296 3041 1495 1546 1455 1193 739 454 511 299 371 255
is_linear=0
shrinkage=0.00196078


Tree=3525
num_leaves=12
num_cat=0
split_feature=484 3 1 2 2 12 16 2 16 15 42
split_gain=2.80196e-05 3.4259e-05 3.10391e-05 8.9369e-05 0.000221669 5.27651e-05 5.91926e-05 8.40797e-05 0.000101209 6.37608e-05 3.16144e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.077800000000000022 0.10393500000000001 0.092340000000000019 0.097345000000000015 -0.19424999999999998 0.086650000000000019 -0.072359999999999994 -0.033649999999999992 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 -4 9 -9 -8 -3
right_child=1 2 5 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.016237291765723191 0.018358243360527673 -0.032031763814370777 -0.017401170926643793 -0.032414354781569892 0.033142684271314442 0.023174698781869965 -0.025119583762553296 0.042245228748723364 0.00059117994568713597 0.0078538526101586473 -0.0070779372313365301
leaf_weight=0.0010023584039459835 0.0010581614288996738 0.0010275202600893197 0.001501541256026734 0.0010573974402723705 0.001303033267096629 0.0011540318980680624 0.0011310393503010576 0.0010301921937850003 0.0013447204341707269 0.0012179435453388635 0.0010035751553277631
leaf_count=627 225 490 298 278 352 204 198 105 258 391 484
internal_value=0 0.00112294 -0.000426439 -0.00708304 0.000950621 0.00353491 -0.00010579 0.00539173 0.0186599 -0.00802291 -0.0197019
internal_weight=0 0.0128292 0.011771 0.00439153 0.00333413 0.00737947 0.00622544 0.0047239 0.00237491 0.00234898 0.0020311
internal_count=3910 3283 3058 1604 1326 1454 1250 952 363 589 974
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=15
num_cat=0
split_feature=4 13 48 48 51 4 0 49 3 12 2 3 2 13
split_gain=0.000112274 0.000143966 0.00015566 0.000212326 0.000135025 0.000130127 0.000124919 8.8526e-05 0.000182263 0.000177139 0.000130787 0.00013483 0.000124058 6.63347e-05
threshold=-0.51381999999999983 -0.45122499999999993 0.12862000000000004 0.095825000000000007 0.08955500000000001 0.28937500000000005 -0.22851499999999997 -1.0000000180025095e-35 -0.080664999999999987 0.089995000000000006 0.085155000000000022 -1.0000000180025095e-35 0.084290000000000018 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8 10 11 -9 -11 -12
right_child=1 2 -4 -5 -6 -7 7 9 -10 12 13 -13 -14 -15
leaf_value=-0.00064431834748088527 0.00068590985723412186 0.00056727390419259469 -0.00074664241816047993 0.00076011554134208152 -0.00068671780136934327 0.00067484953954157585 0.00011055676184638606 -0.00061696331740328898 -0.0009923434107040204 -5.7348791742673038e-05 0.00013835924706704419 0.00026470979031853757 -0.00098666989420831495 0.0007903236597628122
leaf_weight=0.0010114559279204563 0.0011892927284543617 0.0011359584083041651 0.0010615912206606423 0.0013889879124699194 0.0011537457283575256 0.0010502754843781043 0.0011225960109811338 0.0011646772714896713 0.0011833344889484539 0.0012213829289050781 0.0010469134745184844 0.0015601294512199637 0.0010081028926364362 0.0014055364817800583
leaf_count=80 109 55 114 251 326 300 291 558 177 372 384 43 622 228
internal_value=0 2.84567e-05 -2.19783e-05 3.12911e-05 -4.62662e-05 1.58335e-05 -4.7967e-05 -0.000119923 -0.000455419 -1.54741e-05 0.000183514 -0.000112148 -0.000477558 0.00051201
internal_weight=0 0.0166925 0.0155032 0.0144416 0.0130527 0.0118989 0.0108486 0.00971267 0.00230593 0.00740674 0.00517726 0.00272481 0.00222949 0.00245245
internal_count=3910 3830 3721 3607 3356 3030 2730 2675 468 2207 1213 601 994 612
is_linear=0
shrinkage=0.00196078


Tree=3527
num_leaves=10
num_cat=0
split_feature=11 0 4 42 47 43 3 48 1
split_gain=2.873e-05 3.79569e-05 6.01209e-05 5.83557e-05 3.61785e-05 5.8109e-05 7.27468e-05 9.26985e-05 2.55528e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.49269499999999994 -1.0000000180025095e-35 0.087850000000000025 -0.069974999999999996 0.084925000000000014 0.084500000000000006 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 -8 -6
right_child=-2 2 -4 4 8 6 7 -9 -10
leaf_value=-0.018124022699441012 -0.015920183380856941 -0.005800515850079564 0.026120624006527506 0.02124925721583977 0.0013434577375591968 -0.019258286711103016 0.025106622085866771 -0.0080862639156596052 -0.020775807409228159
leaf_weight=0.0017439542177827465 0.0010632607635723537 0.0010298671571047167 0.0013815005626979524 0.0017409591971613509 0.0010643441140267809 0.0013997310861503685 0.0016195404030987333 0.0017510341584293238 0.001025472569557747
leaf_count=980 254 110 222 861 196 826 198 121 142
internal_value=0 0.00118912 0.0124875 -0.00144447 0.00193748 0.00561174 -9.52891e-05 0.00786271 -0.00951046
internal_weight=0 0.0127564 0.00241137 0.010345 0.00860108 0.00651126 0.00477031 0.00337057 0.00208982
internal_count=3910 3656 332 3324 2344 2006 1145 319 338
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=10
num_cat=0
split_feature=1 13 4 4 3 16 2 13 16
split_gain=2.66603e-05 5.7228e-05 5.65733e-05 9.76402e-05 4.95575e-05 5.76604e-05 9.43035e-05 4.87367e-05 4.36611e-05
threshold=0.088010000000000019 -0.080649999999999986 -0.15796999999999997 -0.49269499999999994 0.11265500000000002 -0.094359999999999986 0.082715000000000025 -0.084084999999999979 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 -4 -9
right_child=1 4 7 -5 -6 6 -8 8 -10
leaf_value=-0.01326951777030567 0.019203396962537748 -0.015528884000562885 -0.028418280443222449 0.030671236055312797 -0.016079851535948809 -0.0012722598682524207 0.035885482954084981 0.0057469950674714308 -0.018227620919493075
leaf_weight=0.0010025201084824277 0.0018469936016267258 0.0010359386955455935 0.0012077250939529845 0.0010204414008511183 0.0015832534118701558 0.0019345391142964331 0.0010557633128777087 0.0017390782105786899 0.0013487146188848689
leaf_count=89 484 202 718 78 129 492 278 467 973
internal_value=0 0.00393596 -0.00489289 0.00889549 -0.00109103 0.00480308 0.0118467 -0.0113865 -0.00472486
internal_weight=0 0.00745649 0.00631848 0.00202296 0.00560949 0.00402624 0.0029903 0.00429552 0.00308779
internal_count=3910 1585 2325 167 1101 972 770 2158 1440
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=10
num_cat=0
split_feature=11 13 39 52 0 51 52 1 4
split_gain=2.75092e-05 3.29254e-05 9.04146e-05 7.41763e-05 6.34006e-05 4.81937e-05 5.97447e-05 6.32903e-05 8.34583e-05
threshold=0.079700000000000007 -0.094679999999999986 0.005105000000000001 0.081680000000000016 -0.053834999999999994 -0.0084849999999999978 0.071660000000000015 0.086560000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.023594231165547066 -0.01555200627811168 0.015997588787654584 0.0229926343916236 -0.010665879743619528 -0.023131701020698767 0.0063563917122054494 0.0096706049234007545 -0.039683383589115245 -0.003847115170003545
leaf_weight=0.0017133240500131338 0.0010630786041576001 0.0013363877555982945 0.0013118374577540106 0.0010012757814654577 0.001602889274199203 0.001243458168880442 0.0018487624492106915 0.0012510440612359041 0.0013523641107136275
leaf_count=281 254 531 387 143 332 569 933 360 120
internal_value=0 0.00119603 -0.001468 0.0109574 -0.00518412 -0.00109312 -0.00510318 -0.0122033 -0.0210679
internal_weight=0 0.0126613 0.00994674 0.0027146 0.00863491 0.00703202 0.00569563 0.00384687 0.00260341
internal_count=3910 3656 3232 424 2845 2513 1982 1049 480
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=11
num_cat=0
split_feature=475 42 43 42 42 160 43 0 4 1
split_gain=2.93076e-05 4.39029e-05 4.50255e-05 7.59174e-05 4.43758e-05 4.15912e-05 7.49315e-05 3.46549e-05 6.95674e-05 5.56975e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15109999999999998 0.092145000000000019 -0.10298999999999998 -1.0000000180025095e-35 -0.06705499999999999 -0.10209999999999998 -0.078484999999999985 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 5 -2 -4 -7 9 -9 -8
right_child=1 2 3 -5 -6 6 7 8 -10 -11
leaf_value=-0.01432427441165313 0.0025300000061468787 0.023800846991804212 -0.010598058230989464 -0.019070303361108473 -0.026317493315974751 0.033406676795804016 -0.016386331676346823 -0.0040196736290077917 0.029552877815674318 0.011264629916081195
leaf_weight=0.0013086688149785862 0.0010859491336379758 0.0010451754641666493 0.0012838930758282607 0.0014536704144613444 0.0010477295710813964 0.0010606195403430035 0.0015105347667920869 0.0012142514662871595 0.0012552935679813362 0.0014070382787525482
leaf_count=621 241 139 474 685 753 296 106 237 185 173
internal_value=0 0.00141273 0.00413406 0.00189622 -0.0116354 0.00583826 0.00911111 0.00432778 0.0130456 -0.00305129
internal_weight=0 0.0123642 0.0102305 0.0091853 0.00213368 0.00773163 0.00644774 0.00538712 0.00246955 0.00291757
internal_count=3910 3289 2295 2156 994 1471 997 701 422 279
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=13
num_cat=0
split_feature=158 48 50 4 12 3 47 12 2 0 2 3
split_gain=0.000110795 0.000111282 0.000116781 0.000118213 0.000116598 0.000186022 0.000176065 8.63117e-05 8.50321e-05 9.52146e-05 0.000115767 7.18429e-05
threshold=0.084965000000000027 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.036459999999999992 0.10223 0.09550500000000002 1.0000000180025095e-35 0.097135000000000013 -0.077944999999999987 0.089710000000000012 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 10 11 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00052748338768613431 -0.00060974072159497811 -0.00059600981533887421 -0.00051404142646912154 0.0006495902731378483 -1.1285399514926412e-06 0.0010464940733877577 0.00073584459318541749 0.00026693609893274617 -0.00049055198726083308 0.00043625768514172689 0.00035185024679281531 -0.0005948467198718453
leaf_weight=0.0011551664787736145 0.0010953248663668471 0.0010058949714197287 0.0011792372049086843 0.0014940134690912864 0.0013802389142463678 0.0010444556617741222 0.0010950859795273299 0.0011442997387716147 0.0017066844672678832 0.0014845273379025126 0.0013216965831845447 0.0018126349428506711
leaf_count=217 423 117 631 318 648 98 166 29 452 253 235 323
internal_value=0 3.50994e-05 7.79411e-05 0.000129125 6.5099e-05 0.000127388 1.67457e-07 0.000638935 -0.000104381 5.48051e-06 -0.000136172 -0.00033819
internal_weight=0 0.0158239 0.014818 0.0136388 0.0121448 0.0109896 0.00880087 0.00218876 0.00770578 0.0059991 0.00451457 0.00319287
internal_count=3910 3487 3370 2739 2421 2204 2077 127 1911 1459 1206 971
is_linear=0
shrinkage=0.00196078


Tree=3532
num_leaves=14
num_cat=0
split_feature=4 48 42 43 1 14 2 12 16 2 13 43 3
split_gain=9.90046e-05 0.000109213 9.69023e-05 0.000122588 0.000138071 0.000138818 0.000170124 0.000134627 0.000169717 0.00014622 9.48119e-05 0.000172248 6.58283e-05
threshold=-0.51381999999999983 0.12862000000000004 0.10269500000000001 0.12512500000000001 0.088010000000000019 -0.13131999999999996 0.11125500000000001 0.097345000000000015 -0.094359999999999986 0.082715000000000025 -0.0024749999999999993 -0.077544999999999989 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -6 7 8 -7 -10 11 -2 -12
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 12 -13 -14
leaf_value=-0.00059679262464111592 -2.8896681546214583e-06 -0.00056946024683050735 -0.000505108654910659 0.00071666809614120313 -0.00039776195098589691 -0.00061118947777102548 0.0009882156459285038 0.00082432444701124603 -4.2831917119744965e-05 0.00088413867842606795 0.00046189861776707532 -0.00094894035675704893 -0.00016623879825120773
leaf_weight=0.0010282821205943237 0.0017287396444345406 0.0010895259882764121 0.0010391322012454777 0.0011934232797744604 0.0011294829097059358 0.0011490329164301942 0.0012758627116548037 0.0010170471815304852 0.0018784149525698113 0.0010038747106527052 0.0011186510858705347 0.0012935876629637641 0.0015036837543873395
leaf_count=80 620 123 409 234 112 180 226 118 389 167 238 770 244
internal_value=0 3.03854e-05 7.30147e-05 0.000115049 6.02342e-05 0.000235422 0.000348506 0.000186834 2.60042e-05 0.000280023 -0.0001711 -0.000407809 0.000101716
internal_weight=0 0.0164205 0.0153309 0.0142918 0.0130984 0.00745372 0.00632423 0.00504837 0.00403132 0.00288229 0.00564466 0.00302233 0.00262233
internal_count=3910 3830 3707 3298 3064 1192 1080 854 736 556 1872 1390 482
is_linear=0
shrinkage=0.00196078


Tree=3533
num_leaves=9
num_cat=0
split_feature=1 4 4 13 2 457 0 12
split_gain=2.54701e-05 6.33714e-05 4.81383e-05 4.67412e-05 3.66961e-05 4.63959e-05 6.50836e-05 6.53221e-05
threshold=0.085835000000000009 -0.082054999999999975 -0.0031049999999999997 -1.0000000180025095e-35 0.11542500000000001 0.041935000000000007 -0.11524 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 -8
right_child=4 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0078313125412019131 -0.020764977699584589 -0.032895181611303309 -0.006041769402956287 0.018043615641705601 0.016516743633172674 0.016423183119249184 0.019116583991459032 -0.0091406928934041187
leaf_weight=0.0013462418129847834 0.0016392125774797265 0.0010278185329862064 0.0019045702132080603 0.0014501744345618742 0.0017150332459573312 0.0013532104075234452 0.0014905721604129805 0.0018133024490869717
leaf_count=425 181 981 594 200 398 164 250 717
internal_value=0 -0.00518323 -0.015454 0.00558699 0.00354902 1.67744e-05 -0.00447461 0.00360783
internal_weight=0 0.0057288 0.00293239 0.00279642 0.00801133 0.0062963 0.00494309 0.00330387
internal_count=3910 2200 1575 625 1710 1312 1148 967
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=11
num_cat=0
split_feature=48 4 12 3 2 42 2 3 16 4
split_gain=2.77773e-05 6.64921e-05 6.13772e-05 0.000105931 6.68406e-05 5.34896e-05 7.87339e-05 0.00012851 5.92216e-05 4.5868e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.095195000000000016 -0.088669999999999985 0.086545000000000025 -0.078884999999999997 -0.090494999999999978 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8 -9
right_child=-2 -3 3 -5 -6 6 8 9 -10 -11
leaf_value=-0.022080494586383125 -0.015679805125915471 0.022128296498645877 0.021979959299299228 0.023869133347454718 -0.020077119182080355 -0.040883145326151095 0.029642129861624206 0.016733099080795854 -0.0031151205826535746 -0.012906158952307501
leaf_weight=0.0012621637263752076 0.0010541109969571189 0.0013572977254357266 0.0010603966951043117 0.0017247462293158372 0.0018579445269655661 0.0010719318260662691 0.0010144081315907017 0.0010300247101596265 0.001210497575589938 0.0010588769850191013
leaf_count=275 161 388 316 141 682 805 185 239 600 118
internal_value=0 0.0012162 -0.00129765 0.00131794 -0.00336591 0.00145069 -0.00259131 -0.0127354 0.01182 0.00170878
internal_weight=0 0.0126483 0.011291 0.0100288 0.00830408 0.00644614 0.00538574 0.00316083 0.00222491 0.0020889
internal_count=3910 3749 3361 3086 2945 2263 1947 1162 785 357
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=14
num_cat=0
split_feature=4 13 484 43 15 3 0 1 151 52 403 4 4
split_gain=8.6146e-05 0.00014817 8.98168e-05 9.69855e-05 0.00010818 0.000151597 0.000155291 0.000132439 0.000111609 8.72915e-05 7.95317e-05 9.28139e-05 3.41839e-05
threshold=-0.51381999999999983 -0.45122499999999993 -0.0043499999999999988 0.098320000000000005 -0.106555 -0.100615 -0.052874999999999998 0.11198000000000001 -0.0088999999999999982 -0.068164999999999989 0.03138500000000001 0.05309500000000001 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 8 -4 -7 12 11 -11 -10
right_child=1 2 3 -5 5 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.00056506423624811232 0.00069390142386818114 -0.00058828010628964543 6.9659359432402019e-05 -0.0005365437250235051 0.00048642209900007655 -0.00046024516066365168 -0.00076582063953224385 0.00096088746503096881 0.00018132752104620413 -0.00063778994323883495 0.00034097208704654753 0.00012952518099804741 0.00068723455888834522
leaf_weight=0.0010159806100995946 0.001176289136704054 0.0010270197350826888 0.0016912945596071242 0.0011412134116951028 0.001803694563186623 0.0017599074061175075 0.001290756263983628 0.0010323514942620251 0.0010548752336379543 0.0013019908341556528 0.0011723013815292394 0.0011339024241674052 0.0010005555939230451
leaf_count=80 109 591 223 292 336 314 234 217 177 921 198 119 99
internal_value=0 2.31217e-05 -2.80813e-05 1.19202e-05 5.91889e-05 -3.09975e-05 -0.000138094 0.000407464 -2.89485e-05 0.000105072 -7.86559e-05 -0.000280607 0.000427596
internal_weight=0 0.0165862 0.0154099 0.0143828 0.0132416 0.010518 0.00871429 0.00272365 0.00742353 0.00566363 0.00360819 0.00243589 0.00205543
internal_count=3910 3830 3721 3130 2838 2398 2062 440 1828 1514 1238 1040 276
is_linear=0
shrinkage=0.00196078


Tree=3536
num_leaves=11
num_cat=0
split_feature=159 0 52 0 0 4 48 0 3 2
split_gain=2.85043e-05 4.00275e-05 7.05061e-05 6.48911e-05 7.06179e-05 6.35951e-05 5.6512e-05 4.66472e-05 4.35135e-05 0.000102223
threshold=-0.034019999999999988 -0.077944999999999987 0.086950000000000013 -0.053834999999999994 1.0000000180025095e-35 -0.49269499999999994 0.087945000000000009 -0.10071499999999999 -0.053439999999999994 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -6 7 8 -2 -10
right_child=1 3 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.016119749085328251 0.028835824389863353 0.026481683908949935 -0.026308391143644728 -0.019757356030477534 -0.0064161873036773318 0.028022580327591501 -0.013945528850864497 -0.0096808856854957159 0.029626643476008709 -0.01123375256725026
leaf_weight=0.0010254887078250422 0.0010951896287995505 0.0014118365208957021 0.0011229146820207333 0.0011032434991170045 0.0010381606435323903 0.0011089836373008193 0.0019033202250640672 0.0013358669777089028 0.0010164017279477616 0.0015398723936154504
leaf_count=520 164 564 522 242 148 209 313 954 52 222
internal_value=0 0.00121362 -0.00307261 0.00858092 0.000805558 0.0113712 0.000713944 0.00630845 0.0121581 0.00501277
internal_weight=0 0.0126758 0.00801357 0.00466222 0.00325039 0.00214714 0.00689065 0.00498733 0.00365146 0.00255627
internal_count=3910 3390 2227 1163 599 357 1705 1392 438 274
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=14
num_cat=0
split_feature=158 42 42 13 4 4 16 0 4 457 16 3 16
split_gain=0.000118831 0.000143821 0.000106229 9.56102e-05 0.000150566 0.000188557 0.000152747 0.000126935 0.000197686 0.000124323 9.18065e-05 7.45837e-05 8.16145e-05
threshold=0.085745000000000002 -0.11145999999999999 -0.088669999999999985 -0.09547499999999999 -0.034289999999999994 -0.084009999999999987 0.032820000000000009 -0.084304999999999977 0.15927500000000003 -0.0015249999999999997 0.0015250000000000001 -0.076734999999999984 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 8 -4 -6 11 -11 -13
right_child=-2 2 3 4 9 -7 -8 -9 -10 10 -12 12 -14
leaf_value=-0.00067540498907621405 -0.00063309182430207746 0.00065694323947525278 -0.00063114076561868822 0.00051543795760572008 -0.00051391506641333326 -0.00096114410887911377 -0.00046690911291679343 0.00074456516602567301 0.00054183688004707045 -0.00037426552850195719 0.00064082448456662545 0.00060518849694614189 -3.1989317147324991e-05
leaf_weight=0.0010235788416139277 0.0010859945900701861 0.00114973130711546 0.0010119985469761762 0.0010590371987538386 0.0010177468626415302 0.0013406513578780215 0.0014306612742735186 0.0015163000883841446 0.0012163558303943181 0.0010440573388125693 0.0015315708116320969 0.0013104658270243323 0.0018839727369144678
leaf_count=202 410 233 190 243 240 821 246 114 119 381 257 233 221
internal_value=0 3.64732e-05 8.34457e-05 3.75377e-05 -5.74666e-05 -0.00036829 -4.90504e-05 0.000306927 9.13361e-06 0.00011793 0.000229378 8.07025e-05 0.000229402
internal_weight=0 0.0165361 0.0155125 0.0143628 0.0106182 0.00383035 0.0024897 0.00374465 0.00222835 0.00678781 0.00577007 0.0042385 0.00319444
internal_count=3910 3500 3298 3065 2642 1310 489 423 309 1332 1092 835 454
is_linear=0
shrinkage=0.00196078


Tree=3538
num_leaves=14
num_cat=0
split_feature=42 42 49 151 3 2 4 4 4 16 12 1 13
split_gain=6.93716e-05 8.93979e-05 6.6498e-05 0.000133918 8.34497e-05 0.000279628 9.76139e-05 0.000131783 9.74299e-05 0.000131603 7.95129e-05 7.31688e-05 4.47586e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.045004999999999996 -0.074204999999999979 -0.078884999999999997 0.086130000000000012 -1.0000000180025095e-35 -0.065054999999999988 0.27608500000000008 -0.057604999999999996 0.089995000000000006 0.094385000000000011 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 12 9 -8 -7 -5 -6
right_child=1 2 4 11 6 10 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00050643132187940399 0.00055352642331576996 0.00081427763024732023 -0.00116628859536476 -0.00035911336092066915 0.0002811936710126839 0.00035282426010493331 -0.00079461607270326425 0.00083363054479811301 0.00030823864807738745 5.5210973845183153e-05 -0.00037556869431401422 0.00034193305228859017 -0.00027174407066750671
leaf_weight=0.0010131472726568015 0.0011321288239890355 0.0010201970709221497 0.0010912965502386401 0.0012530630469662317 0.0011103975283575096 0.001321952558388396 0.0014353650986881779 0.001081682670945272 0.0011022583702755082 0.001368587541237113 0.0010213656739064758 0.0010537229646988 0.0011413807544673749
leaf_count=229 251 206 738 143 47 504 220 270 276 208 342 135 341
internal_value=0 2.35445e-05 -1.93094e-05 0.000222735 -9.47501e-05 -0.000346456 2.46631e-05 0.000271129 -0.000185664 -0.000379822 3.53447e-05 -3.88805e-05 9.20741e-07
internal_weight=0 0.0151334 0.0140013 0.00332698 0.0106743 0.00343461 0.00723967 0.00333346 0.00390621 0.00280395 0.00234332 0.00230679 0.00225178
internal_count=3910 3681 3430 484 2946 1584 1362 658 704 428 846 278 388
is_linear=0
shrinkage=0.00196078


Tree=3539
num_leaves=14
num_cat=0
split_feature=403 403 41 42 3 3 151 150 2 0 15 1 0
split_gain=7.70543e-05 9.85261e-05 0.000101352 0.000126806 0.000137126 0.000144634 0.000118023 0.000142524 9.32134e-05 0.00011909 0.000138087 0.000117557 9.83966e-05
threshold=0.09389500000000002 0.03138500000000001 0.075585000000000013 -1.0000000180025095e-35 -0.11266 -0.077894999999999978 0.056555000000000001 0.087865000000000013 0.085805000000000006 -0.11991499999999998 -0.11399999999999998 0.095575000000000007 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 11 10 -10 -7 -11
right_child=-2 -3 -4 4 5 6 -8 -9 9 12 -12 -13 -14
leaf_value=-0.00064614681631989103 -0.00067859348521650848 0.00044737639665658755 -0.00076024260294863975 0.00049530151278652393 -0.00063757273254377985 -0.00016668444973562391 -0.00065808928682459472 0.0007449497407092452 -8.1651021829586324e-05 0.00054332695797141336 -0.0010443656913738503 0.00075044220359541422 -0.00030244850209131972
leaf_weight=0.0015704027487681163 0.0010315653218920624 0.0010755316147344493 0.0010309356581000824 0.0015267946689250739 0.0018108370100809465 0.0010884661583679253 0.0010080397947314045 0.0010019937105498781 0.0012597772125159659 0.0010679670474399803 0.0010504662850800844 0.0010612435424556532 0.0010476141838253747
leaf_count=807 307 163 201 205 1008 137 93 133 104 319 97 221 115
internal_value=0 -0.000125264 -0.000167667 -0.000122393 -5.34099e-05 -0.000133993 -2.77793e-05 5.6071e-05 -4.89018e-05 -0.000211605 -0.000519397 0.000286072 0.000124508
internal_weight=0 0.0156001 0.0145245 0.0134936 0.0119232 0.0103964 0.00858557 0.00757753 0.00657553 0.00442582 0.00231024 0.00214971 0.00211558
internal_count=3910 3603 3440 3239 2432 2227 1219 1126 993 635 201 358 434
is_linear=0
shrinkage=0.00196078


Tree=3540
num_leaves=11
num_cat=0
split_feature=133 13 50 48 0 1 42 3 3 4
split_gain=2.79772e-05 6.52263e-05 5.58273e-05 6.55652e-05 5.91643e-05 9.79821e-05 6.14252e-05 0.000111539 5.99995e-05 5.76601e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -0.10575999999999998 0.10727500000000002 -1.0000000180025095e-35 -0.100615 -0.076734999999999984 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 -6 -8 -9 -3
right_child=-2 2 -4 -5 6 -7 7 8 -10 -11
leaf_value=0.022847404837556748 -0.015908982629485379 0.01794769913268357 -0.022527881982302309 -0.023272640340560494 -0.020272524202719803 0.03795044721073991 0.027100266209863163 -0.026150701533979349 0.0036844680296471595 -0.011978080204291119
leaf_weight=0.0012410763165705717 0.0010508645572579927 0.0012596416391993815 0.0011167975548382345 0.0010050959231640974 0.0014875934692191997 0.0011317601007147246 0.0013457616133746757 0.0010985835250530021 0.0017442492434450851 0.0013170362744599276
leaf_count=179 557 142 546 115 647 92 213 719 475 225
internal_value=0 0.0010668 -0.00128243 0.00100126 0.003601 0.0134242 -0.00281683 0.00338261 -0.00784503 0.00265152
internal_weight=0 0.0127476 0.0115065 0.0103897 0.00938463 0.00370844 0.00567619 0.00418859 0.00284283 0.00257668
internal_count=3910 3353 3174 2628 2513 459 2054 1407 1194 367
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=10
num_cat=0
split_feature=475 158 42 43 3 42 51 48 1
split_gain=2.68584e-05 3.94335e-05 4.66768e-05 6.19515e-05 9.08961e-05 5.42431e-05 4.90747e-05 4.58395e-05 5.51346e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078884999999999997 0.08221500000000001 0.08955500000000001 0.084500000000000006 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.013774490159636664 -0.011100755499951815 -0.017550763702098258 0.0044937827641858465 2.8732803859546048e-06 0.042174578091981871 -0.018352414084555041 -0.011450818030676673 -0.0060581960658764198 0.028271392315085277
leaf_weight=0.0013182254413677879 0.0019629845605319439 0.0010248422054740776 0.0017206652690192267 0.0011334180050623787 0.0010194943351997396 0.001225558768438214 0.0013707487091858817 0.0011962004805622373 0.0017633859213195394
leaf_count=621 885 469 383 50 279 728 148 95 252
internal_value=0 0.00123806 0.00292826 0.00584876 0.0185132 0.000661004 0.00492585 0.0104104 0.0172109
internal_weight=0 0.0124173 0.0113925 0.00942947 0.00274016 0.00668931 0.00546375 0.004093 0.0028968
internal_count=3910 3289 2820 1935 662 1273 545 397 302
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=10
num_cat=0
split_feature=11 48 0 42 47 2 133 43 16
split_gain=2.49345e-05 3.85768e-05 9.51187e-05 5.65836e-05 7.5137e-05 7.36654e-05 9.87131e-05 9.59659e-05 5.84115e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 0.09252500000000001 0.11260500000000001 0.084630000000000025 -0.0031199999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.014596561968635999 -0.014985665511446393 -0.0064824274726381446 0.025183578596799778 0.021620525026584771 -0.029621458203068985 0.018745981352965797 -0.032936049694105067 -0.02992742522192653 0.0025099597491371932
leaf_weight=0.0015779896746117529 0.0010501850573554948 0.0018812088593962439 0.0019134314891866106 0.0013457743796111529 0.0011603612412406719 0.0013508499213049658 0.0011701201584362209 0.0010136846028359306 0.0012272494602193964
leaf_count=409 254 115 604 609 179 367 789 374 210
internal_value=0 0.00105038 0.00948502 -0.00256779 -0.00629441 -0.00186264 -0.0077151 0.000512929 -0.0121631
internal_weight=0 0.0126407 0.00379464 0.00884603 0.00726804 0.00610768 0.00475683 0.00358671 0.00224093
internal_count=3910 3656 719 2937 2528 2349 1982 1193 584
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=11
num_cat=0
split_feature=159 50 52 159 0 42 0 49 42 1
split_gain=2.68022e-05 4.34625e-05 6.69656e-05 7.8609e-05 8.69552e-05 9.62721e-05 7.96264e-05 7.22494e-05 0.000106719 9.6871e-05
threshold=-0.034019999999999988 0.077805000000000013 0.11401500000000002 0.090705000000000022 -0.017269999999999997 -1.0000000180025095e-35 -0.072864999999999985 -0.045004999999999996 0.084100000000000022 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.015825338085426695 -0.023678047112100618 0.020708975078499666 -0.025323466510288641 -0.024969981489756599 0.02583057611748469 0.015966953446184332 0.030957869412045275 0.022304961483560648 -0.03361451219592354 -0.017168346206056825
leaf_weight=0.0010116423134527682 0.0013921131113242514 0.0010365754986618346 0.0010056512471577758 0.001001971458605303 0.0015892781945641447 0.0019694240984608714 0.0010195301999645738 0.0013145960377071125 0.0011118961357154738 0.0011795500587007467
leaf_count=520 681 517 264 372 245 253 239 164 521 134
internal_value=0 0.00109135 -0.000664097 0.00168019 0.00446858 0.000217965 0.00526208 0.000563351 -0.00784926 0.00363695
internal_weight=0 0.0126206 0.011584 0.0105784 0.00957639 0.00798711 0.006595 0.00557547 0.00360604 0.00249415
internal_count=3910 3390 2873 2609 2237 1992 1311 1072 819 298
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=10
num_cat=0
split_feature=4 156 151 12 47 3 15 4 0
split_gain=3.16897e-05 3.42438e-05 5.0754e-05 5.61324e-05 6.37003e-05 5.66258e-05 8.68389e-05 6.97596e-05 3.82927e-05
threshold=0.27020000000000005 0.084090000000000012 -0.076429999999999984 -0.023959999999999995 0.09550500000000002 0.094625000000000015 0.088190000000000004 -0.0021099999999999995 -0.070174999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=0.017269482716255061 0.012039138859331722 -0.018309335479558944 -0.024080045708456035 0.0048554898009182884 0.02079934039895745 0.01144672849168818 0.0089820222534906392 -0.039215440062212295 -0.021621062036881022
leaf_weight=0.0014271071666351861 0.0018433178263358016 0.001168479897584093 0.0011105275867410837 0.0010875159849497119 0.0012347963126831049 0.0017752310158089257 0.0017045999648028615 0.0011114335707057351 0.0010975370436384106
leaf_count=384 472 499 180 714 196 118 833 377 137
internal_value=0 -0.00206626 -0.000267019 -0.00301065 -8.99449e-05 -0.00389644 -0.00934279 -0.0188185 -0.0084435
internal_weight=0 0.0117172 0.0105487 0.00912164 0.00801111 0.00677632 0.00500109 0.00329649 0.00218505
internal_count=3910 3438 2939 2555 2375 2179 2061 1228 851
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=13
num_cat=0
split_feature=124 484 13 43 131 3 13 0 2 0 12 1
split_gain=0.000106245 0.000134111 8.45976e-05 0.000158509 0.000166459 8.51036e-05 0.000102382 0.000232631 0.000111199 0.000117136 9.48569e-05 6.82472e-05
threshold=-0.048219999999999992 -0.0043499999999999988 0.17936000000000002 -0.15109999999999998 0.08844500000000001 -0.115685 -0.26418499999999995 -0.076439999999999994 0.11203000000000002 -0.23029999999999998 0.088285000000000016 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 9 -8 11 -11
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 -13
leaf_value=0.00052465970719771165 -0.00074802142655183007 0.00077752588999220021 -0.00043341076162462753 0.00047908265459796197 -0.0007649686492305236 0.00044736254405725951 0.00063797788899770376 -0.00095333477354622384 -0.00052028551457525469 6.3510570808974692e-05 0.00038767229848054224 -0.00052455615136288883
leaf_weight=0.0013130871557976318 0.0010074815415472707 0.0010396021670732352 0.0016105895542309128 0.0015347332126528007 0.0010538271920952262 0.0015322583953896783 0.0013658204027780004 0.0010786847078078643 0.001199583558755709 0.0015982403796323042 0.001493689525615675 0.0014444770425161412
leaf_count=319 593 126 179 248 426 124 74 480 98 589 525 129
internal_value=0 -5.55803e-05 -8.92134e-06 4.23254e-05 -1.98075e-05 5.001e-05 -1.77887e-05 -0.000104914 2.3951e-05 0.000134563 -1.70051e-05 -0.000215664
internal_weight=0 0.015959 0.0149515 0.0133409 0.0123013 0.0112475 0.00971275 0.0081805 0.00710181 0.00590223 0.00453641 0.00304272
internal_count=3910 3591 2998 2819 2693 2267 2019 1895 1415 1317 1243 718
is_linear=0
shrinkage=0.00196078


Tree=3546
num_leaves=13
num_cat=0
split_feature=484 42 43 40 3 0 15 16 3 48 4 15
split_gain=9.37944e-05 7.82887e-05 9.20599e-05 0.000139876 0.000135505 0.000312342 0.000107807 0.000153278 0.000124519 8.61354e-05 0.000149882 7.26923e-05
threshold=-0.0043499999999999988 -0.11145999999999999 0.18078000000000002 -0.034699999999999988 -0.10315499999999998 -0.053834999999999994 0.088190000000000004 -0.19424999999999998 -0.077894999999999978 0.085875000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 11 6 7 -6 -9 10 -10 -5
right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00057368419657880963 -0.00050264614539523636 0.00075245644662772762 -0.0005120291591508327 0.00085137465379024613 -0.00059599749948066843 -0.0010611215445959475 0.00054804957685327326 -0.00047246934908554605 0.00098482853793415825 -9.2209498578891115e-05 5.4644027534614082e-05 0.00017773738466050004
leaf_weight=0.0010813834921010309 0.0010132133060045548 0.0011690536777861733 0.0010002968291311755 0.0010060488554989495 0.0014979408007093995 0.0010765269311736542 0.0014450936995188254 0.0011121959795678989 0.0012252643751266392 0.0016299793991043088 0.0014590777857668106 0.0015880440306395378
leaf_count=612 204 322 223 132 214 252 556 800 106 126 133 230
internal_value=0 2.39436e-05 6.14922e-05 0.000104923 4.20504e-05 -6.69574e-05 6.09162e-05 -4.07457e-05 0.000112527 0.000263334 0.000479225 0.000438989
internal_weight=0 0.0152227 0.0142095 0.0132092 0.0120402 0.00944608 0.00836955 0.00692446 0.00542652 0.00431432 0.00268434 0.00259409
internal_count=3910 3298 3094 2871 2549 2187 1935 1379 1165 365 239 362
is_linear=0
shrinkage=0.00196078


Tree=3547
num_leaves=10
num_cat=0
split_feature=52 52 1 403 12 16 3 0 15
split_gain=2.91265e-05 4.8945e-05 4.22581e-05 3.55371e-05 4.98801e-05 0.000116598 6.55661e-05 7.8045e-05 7.46539e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.085990000000000011 0.03138500000000001 0.084100000000000022 -0.17157499999999998 0.10666500000000002 -0.08824499999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -3
right_child=1 3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.015222286298622613 0.0011525719117888751 0.020218309815355009 0.029775310101984604 0.012954559889723145 0.0047672333659444163 -0.031463835491486569 -0.012270655194826806 0.032816679023451034 -0.015904087419590134
leaf_weight=0.0011727736571508921 0.0010413713189136862 0.0010355696876339898 0.0010220411242189327 0.0014559190291414731 0.0018024939754407317 0.0017511955758595728 0.001981724048116861 0.0010800756478505568 0.0012784714863062988
leaf_count=425 278 148 268 385 227 1483 225 299 172
internal_value=0 0.00126262 0.0153299 -0.0015323 -0.00389432 -0.0130868 0.00218235 0.010621 0.000261251
internal_weight=0 0.0124489 0.00206341 0.0103854 0.00892953 0.00355369 0.00537584 0.00339412 0.00231404
internal_count=3910 3485 546 2939 2554 1710 844 619 320
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=13
num_cat=0
split_feature=158 50 48 4 15 48 49 151 42 3 43 12
split_gain=9.73514e-05 8.2384e-05 0.000100543 0.000168806 9.39336e-05 0.000106826 9.7387e-05 9.68806e-05 0.000113954 0.000129756 0.000101035 0.00014398
threshold=0.084965000000000027 0.088425000000000017 0.11930500000000001 0.27020000000000005 -0.10981499999999998 0.091555000000000011 -0.084114999999999981 -0.016164999999999995 -0.082904999999999993 0.10420500000000001 -0.074254999999999988 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 10 -10 -12
right_child=-2 -3 -4 -5 5 -7 7 8 9 -11 11 -13
leaf_value=-0.00051944917976402708 -0.00059681672708430619 -0.00042628133133040889 -0.00052214500877381404 0.00076097423391672961 -0.00054134160731162556 0.00067187966443408805 0.00064946161381476881 0.00047205496371237858 0.00013184895233178665 0.00052294378609177479 -0.00010780408969296946 -0.00097995343900718237
leaf_weight=0.0010342670357921168 0.0010088530901341706 0.0013752966615365814 0.0010021109644937016 0.0014185855273039808 0.0010170280996151483 0.0011215838741242866 0.0010797518905682089 0.0016693143945073407 0.0017257857874089467 0.0010248311968368284 0.0017865015237123593 0.0012279755652456646
leaf_count=204 423 667 110 306 156 139 239 328 374 44 127 793
internal_value=0 3.18118e-05 7.64692e-05 0.000122242 4.47117e-05 9.94855e-05 3.21289e-05 0.000100631 2.09202e-05 -0.000109708 -0.000246486 -0.000463082
internal_weight=0 0.015483 0.0141077 0.0131056 0.011687 0.0106528 0.00953119 0.00851416 0.00743441 0.00576509 0.00474026 0.00301448
internal_count=3910 3487 2820 2710 2404 2200 2061 1905 1666 1338 1294 920
is_linear=0
shrinkage=0.00196078


Tree=3549
num_leaves=13
num_cat=0
split_feature=403 403 42 52 52 4 0 12 1 2 160 2
split_gain=7.48786e-05 0.000136294 9.79586e-05 8.36518e-05 9.75899e-05 0.00014564 0.000149563 0.000103761 9.94808e-05 0.000168763 0.000103054 8.07031e-05
threshold=0.09389500000000002 0.03138500000000001 -1.0000000180025095e-35 0.16064500000000001 0.10433000000000002 -0.34687499999999999 -0.06402999999999999 0.086935000000000012 0.11052000000000002 0.097940000000000013 0.086110000000000006 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 10 11 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0004755352473173108 -0.00052414252478366955 0.00066144928585053372 -0.00063792142760782269 -0.00047327429691368416 0.00061049439867421295 -0.00014345051431116881 0.00068471844767130786 -0.00039771613958032896 -0.00036447286745382499 0.00092563098775702232 -0.00047568309103177957 0.0005537790486137902
leaf_weight=0.0017078769292272764 0.0010471533124180163 0.0011693720711846147 0.0011697256477207095 0.001181301397836205 0.0011738116700495934 0.001114714753412602 0.0014091784745970054 0.0019777806247810803 0.0012827239842731633 0.0010960644059377425 0.0010342203975238773 0.0014932798388827104
leaf_count=838 307 163 218 378 161 100 282 589 198 129 128 419
internal_value=0 1.72716e-05 -3.41798e-05 2.41047e-05 7.41029e-05 1.45793e-05 9.5707e-05 -8.06156e-06 0.000119932 0.000251068 4.80695e-05 0.000255768
internal_weight=0 0.0158101 0.0146407 0.0129328 0.0117515 0.0105777 0.00940796 0.00799878 0.006021 0.00473828 0.00364221 0.00260799
internal_count=3910 3603 3440 2602 2224 2063 1845 1563 974 776 647 519
is_linear=0
shrinkage=0.00196078


Tree=3550
num_leaves=14
num_cat=0
split_feature=403 403 123 50 1 457 52 13 13 52 49 0 4
split_gain=7.85588e-05 0.000126763 7.1309e-05 0.000120642 9.71315e-05 0.000100376 0.000104176 0.00010141 0.000119991 0.000119182 8.51852e-05 7.57415e-05 6.41476e-05
threshold=0.09389500000000002 0.03138500000000001 1.0000000180025095e-35 0.082310000000000008 0.12864500000000004 0.082870000000000013 0.11401500000000002 -0.083924999999999986 -0.0024749999999999993 -0.070004999999999998 -0.069934999999999983 -0.084074999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 11 -9 -10 -7 -1 -11
right_child=-2 -3 -4 -5 -6 10 -8 8 9 12 -12 -13 -14
leaf_value=-6.9695335980308925e-05 -0.00054192689044279684 0.00065143444390601112 0.0004553981294610959 -0.00072260333800906631 0.00049729221752371896 0.00069955289262557153 -0.00076447039646692836 -0.00083272605778186111 -0.00068326533868045668 0.00045059061997299688 -7.540340423703219e-05 0.00060378933109587075 -0.00013361317303021793
leaf_weight=0.0014824104272279908 0.0010169621427622835 0.0011349620108317424 0.0010781350071702332 0.0010033876141020579 0.0012729642499081538 0.0010601933832036226 0.001000601313210169 0.0010813892231363031 0.0010016607708632896 0.0011942838839288164 0.0011229821799657825 0.0011324469805602299 0.0018297334210411499
leaf_count=384 307 163 319 616 170 63 319 749 278 175 144 89 134
internal_value=0 2.07579e-05 -2.94374e-05 -6.90912e-05 -1.5249e-05 -7.50752e-05 -0.000169186 -9.20499e-05 -0.000252835 -9.70628e-05 0.000300931 0.000221979 9.71081e-05
internal_weight=0 0.0153952 0.0142602 0.0131821 0.0121787 0.0109057 0.00872253 0.00772192 0.00510707 0.00402568 0.00218318 0.00261486 0.00302402
internal_count=3910 3603 3440 3121 2505 2335 2128 1809 1336 587 207 473 309
is_linear=0
shrinkage=0.00196078


Tree=3551
num_leaves=14
num_cat=0
split_feature=158 14 13 12 52 48 1 2 16 3 150 13 3
split_gain=7.98423e-05 8.93904e-05 9.19775e-05 8.25519e-05 0.000103461 9.15401e-05 0.000140644 8.08495e-05 0.000121566 6.05125e-05 8.77348e-05 0.000105145 4.38535e-05
threshold=0.084965000000000027 -0.13131999999999996 -0.45122499999999993 0.10129000000000001 -0.27466499999999994 0.11930500000000001 0.10752500000000002 0.086650000000000019 -0.089864999999999987 -0.11266 0.085200000000000012 -0.014729999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 -9 11 -11 -10
right_child=-2 2 3 -5 5 -7 -8 9 12 10 -12 -13 -14
leaf_value=-0.00052283653319399595 -0.00054613240027810131 0.00062408771738560291 -0.00053085285509343817 -0.0004576994608699867 -0.00071806171741199199 -0.00043809716915246512 0.0007528007417865021 0.00063439756681993699 -0.00020094946344499274 -0.00054414843562212534 0.0005696845994589111 0.00024562284921572641 0.00034231197508770511
leaf_weight=0.0010710017673904232 0.0010096076119139813 0.0010464499229949917 0.0010054095676431266 0.001257312408893937 0.0010094604678151558 0.0010009620089899149 0.0014296576337446817 0.0011697064550347538 0.0010390980614809588 0.0010783136515672863 0.0011889127360051694 0.0016244646417877518 0.0012688819621593473
leaf_count=154 423 72 348 425 264 90 255 95 581 511 172 297 223
internal_value=0 2.33021e-05 6.47307e-05 1.99533e-05 7.0784e-05 0.000126743 0.000184386 8.73987e-05 -0.00015051 0.000243333 0.000125793 -6.94682e-05 9.7725e-05
internal_weight=0 0.0151896 0.0141186 0.0130722 0.0118149 0.0108095 0.0098085 0.00837884 0.00331744 0.0050614 0.00389169 0.00270278 0.00230798
internal_count=3910 3487 3333 3261 2836 2488 2398 2143 1068 1075 980 808 804
is_linear=0
shrinkage=0.00196078


Tree=3552
num_leaves=13
num_cat=0
split_feature=158 457 16 15 15 49 15 43 4 15 49 43
split_gain=9.59696e-05 8.16363e-05 0.000132707 0.000109817 0.000114841 8.79365e-05 0.000127475 8.31248e-05 7.90663e-05 0.000136774 0.000207979 5.94211e-05
threshold=0.084965000000000027 -0.068264999999999978 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 -0.086904999999999996 0.088615000000000013 0.0016850000000000001 -0.08422499999999998 -0.017214999999999998 -0.045004999999999996 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 11 10 -10 -7
right_child=-2 2 3 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00051800025155736718 -0.00060364447259394225 0.00058410859092650051 -0.00053196354768873149 0.00060695210764987416 -0.00055416696576338553 3.9672376676207047e-05 -0.00059750102404088372 0.00049620672438611577 0.0004908360521657816 0.00061589484156042071 -0.00063045455858027504 -0.00062869916772667015
leaf_weight=0.0010086444267413232 0.0010058873905957741 0.0016403192240929303 0.0013741477593124064 0.0012850660718133353 0.0010441233388889517 0.0010237614428639311 0.0010463745351862877 0.0018392337091277487 0.0011902246920978169 0.0016498085153832621 0.0013657395711400217 0.0010218573141148645
leaf_count=273 423 210 338 114 139 166 684 243 125 317 506 372
internal_value=0 2.13623e-05 5.89313e-05 -8.15867e-06 5.46159e-05 -1.51002e-05 4.65012e-05 0.000129791 2.19873e-05 0.000175777 -0.000108308 -0.000294202
internal_weight=0 0.0154893 0.0144807 0.0128403 0.0114662 0.0101811 0.009137 0.00809063 0.00625139 0.00420577 0.00255596 0.00204562
internal_count=3910 3487 3214 3004 2666 2552 2413 1729 1486 948 631 538
is_linear=0
shrinkage=0.00196078


Tree=3553
num_leaves=14
num_cat=0
split_feature=158 50 48 4 15 48 150 13 12 3 16 15 4
split_gain=0.000115827 6.79429e-05 0.000107337 0.000123734 9.25944e-05 0.000119457 0.000104982 8.88814e-05 0.000121281 0.000221779 8.9809e-05 9.24915e-05 7.43709e-05
threshold=0.085745000000000002 0.088425000000000017 0.11930500000000001 0.27020000000000005 -0.10981499999999998 0.091555000000000011 0.086420000000000011 -0.032264999999999995 0.097345000000000015 -0.080664999999999987 0.15737500000000001 0.05377500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 11 12 -9
right_child=-2 -3 -4 -5 5 -7 -8 10 -10 -11 -12 -13 -14
leaf_value=-0.00051218288188363016 -0.0006575491331705629 -0.00039618658534103262 -0.00055424176688632627 0.00065077483108096231 0.00019633828680958355 0.00068806489895018952 -0.00051795962257666721 0.00100952943621604 0.00034569308155783709 -0.0010602126452303551 -0.00018103005080119384 7.2417442535366013e-05 0.00029009270259157762
leaf_weight=0.0010610363978384796 0.0010322231712791589 0.001377353356789888 0.0010196280624372089 0.0014309154459179593 0.0010856524510021448 0.0011652165780709689 0.0012054343481500357 0.0011748911930662131 0.0012148093142716129 0.0010745312523828309 0.001351046206874631 0.00179369680350123 0.001042709768764756
leaf_count=208 410 668 110 311 434 139 214 155 131 336 244 466 84
internal_value=0 2.01343e-05 5.93572e-05 0.000105361 4.12271e-05 9.40888e-05 2.44794e-05 9.93162e-05 -0.000149963 -0.000428703 0.00025621 0.000403477 0.000671252
internal_weight=0 0.0159969 0.0146196 0.0135999 0.012169 0.011108 0.00994277 0.00873734 0.00337499 0.00216018 0.00536234 0.0040113 0.0022176
internal_count=3910 3500 2832 2722 2411 2203 2064 1850 901 770 949 705 239
is_linear=0
shrinkage=0.00196078


Tree=3554
num_leaves=15
num_cat=0
split_feature=403 403 403 48 484 52 4 1 43 12 2 3 0 15
split_gain=0.000114197 9.76778e-05 0.000149292 0.000115635 0.000109888 0.000131012 0.000147785 0.000108644 0.000119553 0.000142358 0.000173973 9.03429e-05 0.000117058 7.3794e-05
threshold=-1.0000000180025095e-35 0.09389500000000002 0.07955000000000001 0.12862000000000004 -0.0043499999999999988 0.11588000000000002 0.26790000000000008 0.11663000000000003 -0.17307499999999998 0.085325000000000012 0.092340000000000019 -0.010319999999999998 -0.23029999999999998 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 11 -11 -10 -13 -14
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12 12 13 -15
leaf_value=-0.00080052700756803299 -0.00068301179655658477 -0.00069479974207493857 0.00063970289143926401 -0.00075545077059707569 0.00060613620042972356 -0.00055617274101541359 0.00065202642641571588 -0.00056474917108884537 0.00061318342664391985 -0.001065139320995906 -1.3762737428455097e-05 0.00050126847689704857 0.00014803669996991459 -0.00053640491013127046
leaf_weight=0.0010411866719629388 0.001118853431820434 0.0011082435579448683 0.001002601484727971 0.0010944773629501534 0.0012043599986486658 0.0016612668868156476 0.0013127349869294308 0.0013513971998425313 0.0011618794502127163 0.001015774884609015 0.0014966569956528439 0.0011562596392309388 0.0010327104462124481 0.0014644576387754698
leaf_count=930 496 307 96 110 77 368 310 110 266 323 265 38 28 186
internal_value=0 -0.00013177 -9.29494e-05 -0.00014169 -9.36267e-05 -4.23386e-05 3.39027e-05 -4.81971e-05 3.36195e-05 -6.04772e-05 -0.000438834 0.000136934 -1.45252e-05 -0.000253352
internal_weight=0 0.0171817 0.0160734 0.0150708 0.0139764 0.0128575 0.0111962 0.0098835 0.0085321 0.00732774 0.00251243 0.00481531 0.00365343 0.00249717
internal_count=3910 2980 2673 2577 2467 1971 1603 1293 1183 1106 588 518 252 214
is_linear=0
shrinkage=0.00196078


Tree=3555
num_leaves=10
num_cat=0
split_feature=4 15 48 3 2 16 0 0 12
split_gain=2.96833e-05 3.59057e-05 4.85492e-05 4.44265e-05 8.20262e-05 5.91005e-05 0.000118161 7.50186e-05 4.6845e-05
threshold=0.27020000000000005 -0.10981499999999998 0.092755000000000018 0.11476000000000001 0.097575000000000009 -0.083144999999999983 -0.066689999999999985 -0.10131499999999999 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.019183716710369159 0.011268439741219789 -0.00059089846461809906 0.017031370763504108 0.014912242798431653 -0.024214509597120293 -0.0057080366821064179 0.012117864651697393 -0.043369565970053731 0.025675268438581089
leaf_weight=0.0011265711655953593 0.0018980382768975261 0.0015700743927144533 0.0013892140512100594 0.0012110833614287766 0.0018406247830370908 0.0010887007818322927 0.0015823596037929464 0.0010286021573455051 0.001196397341139536
leaf_count=283 472 419 253 83 563 94 225 1250 268
internal_value=0 -0.00218728 -0.00043175 -0.00298065 -0.00558934 -0.000287573 -0.00855471 -0.0240043 0.0107683
internal_weight=0 0.0120336 0.0109071 0.00951784 0.00830676 0.00646613 0.00369966 0.0021173 0.00276647
internal_count=3910 3438 3155 2902 2819 2256 1569 1344 687
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=11
num_cat=0
split_feature=124 16 12 16 160 43 52 13 49 4
split_gain=2.71239e-05 4.3655e-05 8.25716e-05 6.54545e-05 8.3898e-05 5.98905e-05 9.52866e-05 7.72619e-05 7.96858e-05 3.1626e-05
threshold=-0.048219999999999992 0.064860000000000015 0.091405000000000014 -0.006474999999999999 -1.0000000180025095e-35 -0.08768999999999999 0.048490000000000012 -0.094679999999999986 -0.045004999999999996 -0.14301
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -7 -9 -4
right_child=1 2 9 -5 5 6 -8 8 -10 -11
leaf_value=0.015298866957252086 -0.024833742215705886 -0.028796423201615302 0.014723992579266125 0.022655379700807676 -0.018415774929102059 0.020531684813989245 0.026552102237373362 0.0079854662494918474 -0.026151939722590646 -0.010293840452181647
leaf_weight=0.0010290781217138717 0.0012820740621378732 0.001503913234556821 0.0010052107867913034 0.0013185079252771075 0.0010867696481255355 0.0011274800509128778 0.0017559984999114429 0.001259787865189585 0.0014955233004133738 0.0010160287169727914
leaf_count=319 728 321 104 461 308 178 623 97 483 288
internal_value=0 -0.00157361 -0.0110535 0.00200968 -0.00138976 0.00307929 0.00722206 -0.00151998 -0.0105436 0.00214813
internal_weight=0 0.0128513 0.00352515 0.00932614 0.00800763 0.00672556 0.00563879 0.00388279 0.00275531 0.00202124
internal_count=3910 3591 713 2878 2417 1689 1381 758 580 392
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=12
num_cat=0
split_feature=484 403 403 160 42 3 1 1 1 160 3
split_gain=7.90293e-05 7.67267e-05 0.000120243 9.89543e-05 0.00011607 9.97305e-05 0.000107005 9.14599e-05 0.000106238 7.35236e-05 3.27521e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.080184999999999992 -1.0000000180025095e-35 -0.11266 0.091845000000000024 0.11215000000000001 0.10113500000000002 0.08234000000000001 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 9 8 -8 10 -7
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.00053554183416045864 -0.00041332906809286358 -0.00050424205282871505 0.0006655663993151386 -0.00044294691999711077 0.00056679591075337748 -0.00065800816882549825 0.00013859270742061402 -3.5495855677916724e-05 0.0010043042342306322 0.00015140243754135907 -0.00019540247817094721
leaf_weight=0.0010664700773118365 0.0019016504934935346 0.0010168099901963048 0.0011352018448514975 0.0014769488620458649 0.0017789934798704355 0.0010109198777370001 0.0011423848817357363 0.0019140278573163555 0.0010421879816261276 0.0016162440337514072 0.0014078324629016748
leaf_count=612 615 285 152 696 236 448 154 348 156 122 86
internal_value=0 1.6345e-05 5.30373e-05 7.21125e-07 6.98529e-05 0.000146259 5.4278e-05 0.000277426 0.000551595 -0.000172388 -0.000388749
internal_weight=0 0.0154432 0.0144264 0.0132912 0.0113895 0.00991259 0.0081336 0.0040986 0.00218457 0.004035 0.00241875
internal_count=3910 3298 3013 2861 2246 1550 1314 658 310 656 534
is_linear=0
shrinkage=0.00196078


Tree=3558
num_leaves=11
num_cat=0
split_feature=484 4 124 13 2 15 2 47 4 16
split_gain=2.63103e-05 3.66147e-05 3.80098e-05 7.22154e-05 7.51211e-05 6.01837e-05 5.64374e-05 9.76656e-05 0.000150292 6.59128e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.018779999999999995 -0.26418499999999995 0.095195000000000016 -0.0039399999999999991 0.086545000000000025 0.09550500000000002 -0.0025899999999999994 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 -5 -8
right_child=1 -3 3 4 5 -7 9 -9 -10 -11
leaf_value=-0.015901823590752061 -0.019213239269183464 0.014726318300264444 0.024854775019337257 0.0043126646326012629 0.0013208062942887898 -0.029759341729880935 0.032646759282730892 0.021187035687920672 -0.042839243623292375 2.3586807912889727e-05
leaf_weight=0.0010032216451846708 0.0010549619713283416 0.0016696536957952054 0.0011056112476817382 0.0017751173889231065 0.0010729280477029665 0.0014858454300253681 0.0011670841153110815 0.0011193966396772781 0.0010917305390502198 0.0013195577616606918
leaf_count=627 203 447 95 849 339 345 170 126 153 556
internal_value=0 0.000912276 -0.0011485 0.000731457 -0.0022216 -0.016727 0.00351248 -0.00386246 -0.0136434 0.015335
internal_weight=0 0.0128619 0.0111922 0.0101373 0.00903166 0.00255877 0.00647289 0.00398624 0.00286685 0.00248664
internal_count=3910 3283 2836 2633 2538 684 1854 1128 1002 726
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=13
num_cat=0
split_feature=403 403 0 4 457 4 1 15 16 3 12 13
split_gain=7.2716e-05 0.000158427 8.21049e-05 0.00010126 9.46563e-05 9.41075e-05 8.86935e-05 0.000149345 0.000111246 9.70044e-05 8.58897e-05 6.44223e-05
threshold=0.09389500000000002 0.03138500000000001 0.15480500000000005 -0.065054999999999988 -0.0034949999999999994 -0.0010999999999999996 0.077800000000000022 -0.017214999999999998 -0.09601999999999998 0.082730000000000012 0.085945000000000008 -0.009244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 -6 -7 8 11 -10 -1 -8
right_child=-2 -3 -4 4 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.00015291747046120661 -0.00052783343444815758 0.00070284128263346584 0.00045726218647211433 -0.00053342883021766563 0.00048549985369412751 -0.00043962826299953059 -6.6953616329251735e-05 0.00075097712073896527 5.9497733391212746e-05 -0.00066860826214738594 -0.00084794030201103981 0.00061699121680030536
leaf_weight=0.0019054810595553985 0.0010014093184370762 0.0011967528135473629 0.0011763605027486886 0.0011082102894769226 0.0017291368442864915 0.0015507194180232253 0.0010382152511372767 0.0010686055021981158 0.0013753358205878304 0.001440140826682812 0.0010660530065722349 0.0010805718719963391
leaf_count=442 307 163 59 299 713 384 223 112 178 86 808 136
internal_value=0 1.70909e-05 -3.93562e-05 -8.30758e-05 8.20263e-06 7.28648e-05 -2.15939e-05 8.63968e-05 -5.75303e-05 -0.000312935 -0.00040226 0.000281855
internal_weight=0 0.0157356 0.0145388 0.0133625 0.0103909 0.00928273 0.00755359 0.00600287 0.00493426 0.00281548 0.00297153 0.00211879
internal_count=3910 3603 3440 3381 2131 1832 1119 735 623 264 1250 359
is_linear=0
shrinkage=0.00196078


Tree=3560
num_leaves=11
num_cat=0
split_feature=124 4 0 13 3 47 2 2 15 0
split_gain=2.74372e-05 4.13866e-05 9.27331e-05 8.23752e-05 0.000154235 4.4493e-05 4.36777e-05 5.12904e-05 3.65854e-05 3.59964e-05
threshold=-0.048219999999999992 -0.0037349999999999992 -0.084304999999999977 -0.09547499999999999 -0.083144999999999983 0.09252500000000001 0.11230000000000001 0.092175000000000021 0.083935000000000023 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 9 -5 -3
right_child=1 5 3 4 -6 -7 -8 -9 -10 -11
leaf_value=0.015379089187015894 -0.031593914438450853 0.017548129836619807 0.022365719186815715 -0.0058122778195037958 -0.039757182026036175 -0.0094862460971391269 -0.0059483816650467251 0.030453345482594804 0.020033414710611014 -0.0068889212098920795
leaf_weight=0.0010345404696995393 0.0012808746562726191 0.0012371997278915192 0.0011222081345866768 0.0011754369020986659 0.0010907035170711972 0.001918387890757006 0.0015173974872984769 0.0012726594869365941 0.0010255155848157352 0.0011755104448151546
leaf_count=319 862 116 69 314 724 224 321 267 389 305
internal_value=0 -0.00155078 -0.00790546 -0.00103123 -0.00900783 0.00353102 0.0083308 0.01421 0.00623031 0.00564201
internal_weight=0 0.0128159 0.00569474 0.00441386 0.00329166 0.00712116 0.00520277 0.00368537 0.00220095 0.00241271
internal_count=3910 3591 2358 1496 1427 1233 1009 688 703 421
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=14
num_cat=0
split_feature=4 43 40 14 48 48 160 52 3 3 16 1 16
split_gain=7.5869e-05 0.000161784 0.000162015 0.000145674 0.000169332 0.000140865 0.000213563 0.000117399 0.000151146 0.000100821 0.000140337 0.000155451 0.000122848
threshold=-0.51381999999999983 -0.27619499999999997 -0.018084999999999997 -0.13131999999999996 0.11930500000000001 0.095825000000000007 0.098455000000000015 -0.11271999999999999 -0.10315499999999998 0.097615000000000021 -0.25582999999999995 0.090355000000000005 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -9 10 -10 12 -12
right_child=1 2 3 4 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.0005295433861264322 -0.00074161698501093616 0.00069381462991636588 -0.00068109328609776334 -0.00040957755122983061 -0.00067005575036015251 0.00082431387062392877 -0.00078940768024953216 0.00078732089081715853 -0.00065341894704611439 0.00060843523661714672 0.00030934317255766868 0.00063816863977371474 -0.00049886381295865785
leaf_weight=0.0010188296659011933 0.0010013691466542211 0.0014571508201685754 0.001091360537300314 0.0012255318370759808 0.0011004415032486179 0.0010371461441873392 0.0010123061335521469 0.0015762564263623749 0.0010318087364943329 0.0012854221134685397 0.0013539087161204496 0.0016039450658125454 0.0015518604407105811
leaf_count=80 173 366 125 404 112 183 254 190 123 148 383 329 1040
internal_value=0 2.19678e-05 7.18551e-05 6.51342e-06 6.52386e-05 0.000134526 6.72944e-05 0.000157363 0.000240046 0.000113687 -1.07561e-06 0.000148179 -0.000122289
internal_weight=0 0.0163285 0.0153271 0.01387 0.0127786 0.0116782 0.010641 0.00962873 0.0084032 0.00682695 0.00554152 0.00450971 0.00290577
internal_count=3910 3830 3657 3291 3166 3054 2871 2617 2213 2023 1875 1752 1423
is_linear=0
shrinkage=0.00196078


Tree=3562
num_leaves=10
num_cat=0
split_feature=1 0 15 52 15 15 16 0 2
split_gain=2.81329e-05 8.3381e-05 5.06291e-05 7.33165e-05 5.02288e-05 7.95195e-05 8.58737e-05 9.65107e-05 9.01381e-05
threshold=0.076710000000000014 -0.087614999999999985 0.085120000000000015 0.09716000000000001 0.079360000000000014 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -2 -9
right_child=4 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.026959673313070087 -0.0082146105892363045 -0.02133214321839284 0.019855430799670976 0.013771602042146308 -0.016097319755463909 0.024806988099897224 -0.016828260051110891 0.0044168925906465633 0.044679048380217426
leaf_weight=0.0014019366717116202 0.0018384916664399564 0.0013749721209313434 0.001084148204433488 0.0010488010581373094 0.0011852470154159814 0.0017437858402396707 0.0019300673650018843 0.0012251019889983369 0.0010181867240481794
leaf_count=630 131 629 641 108 496 373 409 226 267
internal_value=0 -0.0063458 0.00189252 -0.00614225 0.00307569 0.00600578 0.000552341 0.00877075 0.0226911
internal_weight=0 0.00490986 0.00350792 0.00242377 0.00894088 0.00775563 0.00601185 0.00408178 0.00224329
internal_count=3910 2008 1378 737 1902 1406 1033 624 493
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=14
num_cat=0
split_feature=158 4 43 0 133 4 43 42 48 43 1 3 49
split_gain=8.48166e-05 8.93897e-05 0.000126395 0.000141832 0.000139855 7.44771e-05 5.89022e-05 6.47645e-05 0.000114516 9.61803e-05 0.000102721 6.40562e-05 4.40503e-05
threshold=0.085745000000000002 -0.51381999999999983 -0.24333999999999997 -0.077944999999999987 0.065880000000000008 -0.23071499999999998 0.054875000000000007 0.088115000000000013 0.087945000000000009 -0.0037249999999999996 0.088785000000000017 0.094625000000000015 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 9 -4 -11 -12 -10
right_child=-2 2 3 4 -6 -7 -8 -9 12 10 11 -13 -14
leaf_value=-0.00053967533973159744 -0.00055791077785701264 -0.0005148960002577523 -0.00036567263862600987 -0.0002332229603179977 0.00096152718446152331 0.00042210990153792905 -0.00044717333967478307 0.00043759124275186194 -0.00013658867540717354 0.00060128324864478877 -0.00038206641038413084 0.00028020070156379667 -0.00070635103122214794
leaf_weight=0.0010271535306529299 0.0010373006003370688 0.0013507811101838548 0.0012156204386387032 0.0010619447723653197 0.0012647927861043243 0.0017916009680892255 0.0010775404822601026 0.0013274430400354396 0.0010407350893146816 0.001873946098189287 0.0010247213739853767 0.0012421591877491006 0.0010460816528217991
leaf_count=76 410 176 825 186 412 479 272 436 79 211 61 113 174
internal_value=0 2.0291e-05 5.78412e-05 0.000113234 0.000418789 0.000178228 -1.45435e-05 3.8608e-05 -3.25473e-05 0.000119257 0.000261618 -1.91707e-05 -0.0004222
internal_weight=0 0.0163445 0.0153174 0.0139666 0.00411834 0.00285355 0.00984825 0.00877071 0.00744326 0.00535645 0.00414083 0.00226688 0.00208682
internal_count=3910 3500 3424 3248 1077 665 2171 1899 1463 1210 385 174 253
is_linear=0
shrinkage=0.00196078


Tree=3564
num_leaves=13
num_cat=0
split_feature=158 48 50 160 4 0 3 16 16 1 1 12
split_gain=8.52564e-05 0.000102251 0.000117449 0.00011509 0.000126019 0.000253168 0.000145903 0.000199819 0.000144994 0.000111029 0.000166219 2.92651e-05
threshold=0.085745000000000002 0.12738500000000003 0.088425000000000017 -0.085744999999999988 0.0057500000000000008 -0.17106499999999999 -0.083144999999999983 -0.0060199999999999993 -0.078844999999999985 0.11215000000000001 0.092730000000000021 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -8 -5 10 -7 -9
right_child=-2 -3 -4 4 5 9 7 11 -10 -11 -12 -13
leaf_value=0.00065107358668990624 -0.00056141613092777797 -0.00058202730203588875 -0.00053644590233139036 0.00066138264342566525 0.00098743780462704953 0.0001807214139109666 -0.00090683820951427917 0.00024576730230964599 -0.00020184674543532308 0.00047410499223085389 -0.00076372631121823928 -0.00022299888285537311
leaf_weight=0.0013491028075577295 0.001047719784265151 0.0010299999129658862 0.0011840647914263787 0.0013527404537916916 0.0013954079477460149 0.0018581535673636543 0.0016403988798929206 0.001024741622442117 0.0016736888929504254 0.0014659091946143013 0.0011660366166390129 0.0010233864412847599
leaf_count=349 410 117 632 362 103 250 531 242 470 231 93 120
internal_value=0 1.57605e-05 5.64461e-05 0.000106772 4.84948e-05 0.000257947 -0.000135085 -0.000396891 0.000183996 3.12399e-05 -0.000183429 1.15393e-05
internal_weight=0 0.0161636 0.0151336 0.0139496 0.0126005 0.00588551 0.00671496 0.00368853 0.00302643 0.0044901 0.00302419 0.00204813
internal_count=3910 3500 3383 2751 2402 677 1725 893 832 574 343 362
is_linear=0
shrinkage=0.00196078


Tree=3565
num_leaves=11
num_cat=0
split_feature=14 4 49 160 133 47 42 4 133 51
split_gain=2.58273e-05 4.17197e-05 5.13906e-05 3.66556e-05 0.000127103 4.69466e-05 9.37363e-05 9.51314e-05 8.12102e-05 0.000107814
threshold=-0.076254999999999989 0.27608500000000008 0.089635000000000006 -0.026849999999999995 -0.0023199999999999996 0.09550500000000002 0.091230000000000019 0.035895000000000003 0.083815000000000014 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.015692268728171255 0.009925483523348419 0.020559323927993638 0.020940749859623509 -0.032771560247366827 -0.033973826315956003 0.018510178214238119 0.021965651476484799 -0.036061532246001518 0.018103995290846744 0.0050472895526826218
leaf_weight=0.0010055571410864427 0.0018994265776044765 0.0010005169749429969 0.0010045193730077182 0.0014240645046287173 0.0012507025416891777 0.0011384807887259152 0.0011787111779838558 0.001056337700999041 0.0013151934959035054 0.0016320122985760549
leaf_count=179 762 319 519 719 381 103 324 87 372 145
internal_value=0 0.000947063 -0.000701954 -0.00269743 -0.00536279 -0.000207645 -0.00352026 -0.00923764 -0.00248782 -0.0118825
internal_weight=0 0.0129 0.0118994 0.0108949 0.0089955 0.00757144 0.00643296 0.00525425 0.00419791 0.00288271
internal_count=3910 3731 3412 2893 2131 1412 1309 985 898 526
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=15
num_cat=0
split_feature=11 3 124 156 1 13 49 1 2 16 2 2 52 16
split_gain=8.99032e-05 9.30258e-05 8.9195e-05 7.79552e-05 8.60108e-05 0.000133212 0.000138916 0.000153607 0.000118672 0.000121571 0.000112156 0.000132048 8.38413e-05 8.06918e-05
threshold=0.08184000000000001 -0.15464999999999998 -0.048219999999999992 0.088820000000000024 0.077800000000000022 -0.094679999999999986 -0.07107999999999999 0.11215000000000001 0.089785000000000018 -0.057604999999999996 0.10393500000000001 0.092340000000000019 -0.0041199999999999995 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 -6 -7 8 9 -8 11 13 -9 -4
right_child=-2 2 3 -5 5 6 7 12 -10 -11 -12 -13 -14 -15
leaf_value=0.00058684958175497424 -0.00056236097507810032 0.00047819042266105652 -0.00073801205788669177 -0.00057962676643420166 0.00077349639580808209 -0.00062154556459871277 -0.00038607368371711804 -0.00069565919160069435 0.00085472032403383991 0.00051849425274199453 -0.0007273304480024382 0.00040243648379848174 8.6030560823919492e-05 6.0645526507733202e-06
leaf_weight=0.0010432178922249171 0.0010856379553948947 0.0012732407360285082 0.001079661851237766 0.001042848601564555 0.0010022778935684538 0.0011255607574974791 0.0010367402810550774 0.0010099917286877091 0.0012905306997996746 0.0012721549549072869 0.0012668643902782007 0.0014811923416343581 0.0011043464975116794 0.0011649492338044846
leaf_count=113 224 309 434 305 188 109 301 84 93 243 297 371 131 708
internal_value=0 2.05005e-05 -1.84969e-05 -6.40685e-05 -2.21768e-05 0.000105904 8.07096e-06 0.0001321 0.000378502 0.000112325 -0.000223344 -5.19761e-05 -0.000287372 -0.000351838
internal_weight=0 0.0161936 0.0151504 0.0138771 0.0128343 0.0078416 0.00683932 0.00571376 0.00359943 0.0023089 0.00499267 0.0037258 0.00211434 0.00224461
internal_count=3910 3686 3573 3264 2959 1149 961 852 637 544 1810 1513 215 1142
is_linear=0
shrinkage=0.00196078


Tree=3567
num_leaves=13
num_cat=0
split_feature=484 474 150 160 133 133 160 43 47 133 3 16
split_gain=7.98611e-05 6.10357e-05 7.25792e-05 8.94203e-05 0.000110051 0.000123621 8.89606e-05 0.000156473 9.09192e-05 0.000132143 0.000114814 9.8189e-06
threshold=-0.0043499999999999988 0.084655000000000022 -1.0000000180025095e-35 -0.080734999999999987 -0.0056849999999999991 0.10681500000000001 0.099550000000000013 -0.092484999999999984 0.09550500000000002 0.083815000000000014 -0.0038649999999999999 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 10 -9 -12
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 -13
leaf_value=-0.00054414068996666077 -0.00052707832474660433 0.00043593220656010549 -0.00050460240667236944 -0.00035963099238537965 -0.00017706751309138225 -0.00046200687762175841 -0.00027798766281008621 0.00061911577927561013 0.00096414387243636543 0.00086668464640243131 -1.6753296255029894e-05 -0.0002903091750295091
leaf_weight=0.001055229639304974 0.0010177714750248699 0.0012112786212285153 0.0011520517289381931 0.0019353954680741458 0.0019131731987479137 0.0011179306283508718 0.0011483230416217492 0.0011676331020997223 0.001148409360737998 0.0013244734022482313 0.0010097604268608808 0.0010080969485663398
leaf_count=612 123 318 539 788 236 403 101 333 86 156 110 105
internal_value=0 1.37399e-05 -2.29375e-05 1.676e-05 6.77773e-05 0.000151862 0.000230563 0.000307691 0.000471594 0.000346172 0.000129752 -0.000153418
internal_weight=0 0.0151543 0.013943 0.0129252 0.0117732 0.0098378 0.00871987 0.00757155 0.00565837 0.00450996 0.00318549 0.00201786
internal_count=3910 3298 2980 2857 2318 1530 1127 1026 790 704 548 215
is_linear=0
shrinkage=0.00196078


Tree=3568
num_leaves=14
num_cat=0
split_feature=484 43 40 13 4 474 151 3 2 2 1 15 2
split_gain=0.000101882 9.46515e-05 0.000168439 9.54675e-05 9.5839e-05 9.88198e-05 0.000133351 0.000128883 0.000149096 0.000146956 8.07546e-05 9.38618e-05 0.000177343
threshold=-0.0043499999999999988 0.19761500000000001 -0.079539999999999986 0.17936000000000002 -0.34687499999999999 0.084145000000000011 -0.084129999999999996 -0.100615 0.11203000000000002 0.099015000000000006 0.095575000000000007 0.085120000000000015 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 9 10 11 12 -9
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00058027598826581803 0.00081299407956188696 -0.00054725494620738659 -0.00044927054300818983 -0.00044781225289031461 -0.0005352050066611873 0.00069430347478558038 0.00070670077282364221 -0.0008550576322480445 -0.00056224043896813754 0.0008511716804458163 0.00047335717783647199 0.0003114864957048748 0.00017844237612688686
leaf_weight=0.0011296957597052423 0.0010833517557179576 0.001026274244242723 0.0012406264374255254 0.0015536054331330195 0.0012460428220560415 0.0010615024358487249 0.0013539132843743426 0.0012342298659600481 0.0012724195670247469 0.0010294780774149134 0.0012570685942218766 0.0013971625775129385 0.0013221580386168095
leaf_count=612 241 233 212 159 190 282 178 335 278 144 214 641 191
internal_value=0 2.88994e-05 6.81839e-05 1.04176e-05 6.77621e-05 0.000125167 6.54253e-05 0.000149835 4.94758e-05 0.000174211 4.04618e-05 -9.71813e-05 -0.000320534
internal_weight=0 0.0160778 0.0150516 0.0139682 0.0124146 0.011174 0.0101125 0.00886643 0.00751252 0.0062401 0.00521062 0.00395355 0.00255639
internal_count=3910 3298 3065 2824 2665 2453 2171 1981 1803 1525 1381 1167 526
is_linear=0
shrinkage=0.00196078


Tree=3569
num_leaves=12
num_cat=0
split_feature=403 403 41 42 3 3 43 2 4 1 3
split_gain=8.35612e-05 0.000187875 8.63938e-05 0.000116189 0.00013097 8.09247e-05 0.00012125 4.80944e-05 9.74364e-05 9.30998e-05 8.9794e-05
threshold=0.09389500000000002 0.03138500000000001 0.075585000000000013 -1.0000000180025095e-35 -0.11266 -0.077894999999999978 -0.053009999999999995 0.113945 0.0057500000000000008 0.086560000000000012 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 9 -8 -10
right_child=-2 -3 -4 4 5 6 7 -9 10 -11 -12
leaf_value=-0.00051780962870851639 -0.00056127236996818849 0.0007664208152359023 -0.00058532618569999244 0.00060194289269858774 -0.00039776768415750169 0.00058015315833823751 0.00011670229051244344 -0.00030256768623214181 -4.133761007821264e-05 -0.00059438417515971539 0.00072287954153807757
leaf_weight=0.0014737985507532877 0.0010071506698234927 0.0012015069422358629 0.001038619553646679 0.0015272982463908078 0.0017479914517162616 0.0014593178274792656 0.0016801773182415392 0.0019505128700465632 0.0011452639441447698 0.0012232709687545196 0.0012216690570359631
leaf_count=807 307 163 201 205 1008 514 132 248 60 182 83
internal_value=0 2.13833e-05 -4.04893e-05 1.64827e-06 6.56838e-05 -1.28559e-05 6.46563e-05 -3.95238e-05 5.78259e-05 -0.00018289 0.000353106
internal_weight=0 0.0156694 0.0144679 0.0134293 0.0119555 0.0104282 0.00868021 0.00722089 0.00527038 0.00290345 0.00236693
internal_count=3910 3603 3440 3239 2432 2227 1219 705 457 314 143
is_linear=0
shrinkage=0.00196078


Tree=3570
num_leaves=14
num_cat=0
split_feature=12 41 457 158 2 4 15 0 484 52 1 2 3
split_gain=7.9823e-05 8.25145e-05 9.32657e-05 8.95219e-05 9.88139e-05 0.0001968 0.000154849 0.000105241 6.88696e-05 9.8806e-05 0.00010162 9.73547e-05 0.000202098
threshold=0.11655500000000001 0.075585000000000013 -0.068264999999999978 0.08413000000000001 0.11230000000000001 0.15927500000000003 0.088615000000000013 -0.13506999999999997 0.042570000000000004 0.09716000000000001 0.094385000000000011 0.088585000000000011 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -6 9 10 11 12 -4
right_child=-2 -3 3 -5 7 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0005053228893959885 -0.00055273613591151052 -0.00050691116536891656 0.00072155800209306809 -0.00047011547878387432 -0.00054343247381899787 0.00092076658522451213 -0.00058180396911004979 0.00023411778402751795 0.00065828632108402548 0.00063114460381803424 0.00043535700157445718 -0.00054489243347663279 -0.00042676694757091282
leaf_weight=0.0010785856600497327 0.0010206693990831598 0.0010958883190233864 0.0010820858726409228 0.0010074065741754379 0.0015008082129750891 0.0013543164383163176 0.001068245010961282 0.0012078717860247758 0.0011450011336303946 0.0012690996403779686 0.0016237593589287034 0.0014764261367820088 0.001293731320305889
leaf_count=281 187 216 409 363 122 162 609 326 267 168 242 280 278
internal_value=0 1.26122e-05 5.02985e-05 9.30169e-05 0.000136584 0.000224124 0.000118806 -0.000196702 0.000213662 0.000138185 2.39385e-05 -0.000149478 9.62473e-05
internal_weight=0 0.0162032 0.0151073 0.0140288 0.0130213 0.0103127 0.00895835 0.00270868 0.0078901 0.0067451 0.005476 0.00385224 0.00237582
internal_count=3910 3723 3507 3226 2863 2415 2253 448 1644 1377 1209 967 687
is_linear=0
shrinkage=0.00196078


Tree=3571
num_leaves=10
num_cat=0
split_feature=11 3 457 12 15 12 2 1 2
split_gain=3.12633e-05 4.2216e-05 5.01075e-05 5.37775e-05 5.57017e-05 0.000136231 8.6829e-05 8.64857e-05 8.07818e-05
threshold=0.080455000000000013 -0.10628499999999998 -0.0034949999999999994 0.10371500000000002 0.088190000000000004 0.086935000000000012 0.11230000000000001 0.094485000000000013 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.014805951613274748 -0.017313288968519379 -0.022657720246900017 0.018327756034381804 -0.021036493170061454 0.020147612626549617 -0.026741811785200433 -0.012667757006528946 0.033458893650385721 -0.01591475991236347
leaf_weight=0.0018980960664496159 0.0010017560102984881 0.001002243665090473 0.0016107684455747536 0.0010173878416223038 0.0016001986397750417 0.0015577370264735144 0.0017037220349065459 0.0014926922380165946 0.0012038316107292491
leaf_count=283 241 300 440 317 695 773 307 284 270
internal_value=0 0.00101633 -0.00132303 0.000776115 0.00319645 -0.0003874 0.00644227 0.0140011 0.0036819
internal_weight=0 0.0130867 0.0111886 0.0101863 0.00916895 0.00756875 0.00601101 0.00430729 0.0028146
internal_count=3910 3669 3386 3086 2769 2074 1301 994 710
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=10
num_cat=0
split_feature=133 42 160 51 47 51 3 13 49
split_gain=2.8707e-05 5.65628e-05 6.77155e-05 7.33574e-05 0.000107629 7.0281e-05 0.000116939 8.22015e-05 5.59667e-05
threshold=0.10599500000000002 -0.090359999999999982 0.099550000000000013 -0.07742499999999998 0.087850000000000025 0.08955500000000001 0.10666500000000002 -0.080814999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.019251488553199646 -0.015840532299506094 -0.014062740301070312 -0.019819591804607708 -0.0036173396246227335 -0.011400204977304554 -0.0088303323230815561 0.049991534261845466 0.040436132636035425 0.012446128527268603
leaf_weight=0.0012402752696890817 0.0010904590940625765 0.0015914250520508719 0.0011513772880688321 0.0018730294850215611 0.001971001600116074 0.0010468097465296854 0.001025215378321097 0.0011477861189948275 0.0018918274021689453
leaf_count=385 557 514 238 664 309 283 140 138 682
internal_value=0 0.00105454 0.00320739 0.00572114 0.00923674 0.0150603 0.019272 0.0128612 0.0230154
internal_weight=0 0.0129387 0.0116985 0.0105471 0.00895567 0.00698467 0.00593786 0.00491264 0.00303961
internal_count=3910 3353 2968 2730 2216 1907 1624 1484 820
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=9
num_cat=0
split_feature=1 3 15 3 13 3 16 2
split_gain=2.98485e-05 5.92336e-05 4.85967e-05 7.04798e-05 4.09223e-05 5.02564e-05 6.4788e-05 8.37154e-05
threshold=0.088010000000000019 -0.11266 -1.0000000180025095e-35 -0.060719999999999989 -0.080649999999999986 0.11265500000000002 -0.094359999999999986 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6 -8
right_child=4 2 3 -5 5 -7 7 -9
leaf_value=0.011793776192376797 0.016875126314739416 -0.023844228168566711 -0.019220231354789091 0.011154537219532586 -0.015794247529503886 -0.015065283518656509 0.00071941591633017997 0.035316467788696591
leaf_weight=0.0015444360057756895 0.0018659521878358343 0.0017789933473968704 0.0014367175313845452 0.0016312287782946123 0.0010416923302151325 0.0016237840101870349 0.0019546485704824046 0.0010890983519932667
leaf_count=215 484 1017 948 145 202 129 492 278
internal_value=0 -0.00526059 -0.0106948 -0.00306995 0.00401865 -0.000183247 0.00573171 0.0130988
internal_weight=0 0.00639138 0.00484694 0.00306795 0.00757518 0.00570922 0.00408544 0.00304375
internal_count=3910 2325 2110 1093 1585 1101 972 770
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=11
num_cat=0
split_feature=4 43 13 43 12 49 3 2 15 2
split_gain=2.72215e-05 7.26899e-05 7.47693e-05 3.50897e-05 9.13938e-05 6.12161e-05 7.9764e-05 0.000192325 0.000107754 7.35297e-05
threshold=-0.49837999999999999 -0.24333999999999997 0.019675000000000002 -0.057994999999999998 0.085845000000000019 -0.07107999999999999 0.084925000000000014 0.11230000000000001 -0.095799999999999982 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 9 8 -8 -7
right_child=1 2 -4 5 -6 6 7 -9 -10 -11
leaf_value=-0.015484994852112639 -0.022660624212517695 0.032360517738088811 0.028835260022060594 -0.024218144024431308 -0.0037801612603160749 -0.024063367659728371 0.0072601192238169647 -0.015410560194855098 0.052397900862526263 0.0092892224292513859
leaf_weight=0.0010758209558161371 0.0011725474073571102 0.001141339731443767 0.0010560079531270429 0.0011214693854352141 0.0018083851645163906 0.0017695564959599938 0.001028278270287928 0.00160649431061529 0.0010889514509079823 0.001055144049760252
leaf_count=176 199 568 365 145 814 786 72 196 85 504
internal_value=0 0.00107449 0.00345814 0.000934652 0.0102038 -0.00263012 0.001067 0.0106794 0.0304758 -0.0116048
internal_weight=0 0.0128482 0.0116756 0.0106196 0.00294972 0.00766989 0.00654842 0.00372372 0.00211723 0.0028247
internal_count=3910 3734 3535 3170 1382 1788 1643 353 157 1290
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=10
num_cat=0
split_feature=1 3 52 52 52 13 457 4 47
split_gain=3.05047e-05 4.92095e-05 4.04469e-05 5.56831e-05 6.03892e-05 3.41616e-05 4.0441e-05 6.40324e-05 7.70994e-05
threshold=0.088010000000000019 -0.11266 -0.068164999999999989 0.048490000000000012 0.09227500000000001 -0.080649999999999986 0.048350000000000011 0.0082450000000000006 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 7 -7 -9
right_child=5 2 3 4 -6 6 -8 8 -10
leaf_value=0.010288553806713986 0.015894102287239774 0.003939690298171962 -0.034276380389940103 0.011023765191341753 -0.021878285424227893 -0.020828827595013696 0.017751524078084637 0.01998398730196858 -0.011636383964239034
leaf_weight=0.0015364560903927934 0.0018583030993534443 0.0014131579447422896 0.0011338382072156768 0.0010121852724754344 0.001242772817664583 0.0014931061613466263 0.0010715938506925529 0.0015644391548062225 0.0015206266639998739
leaf_count=215 484 497 605 467 541 581 144 233 143
internal_value=0 -0.00528842 -0.0102725 -0.0161991 -0.00710951 0.00413262 0.000264066 -0.00382915 0.00439833
internal_weight=0 0.00633841 0.00480195 0.0033888 0.00225496 0.00750807 0.00564977 0.00457817 0.00308507
internal_count=3910 2325 2110 1613 1008 1585 1101 957 376
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=15
num_cat=0
split_feature=41 158 457 16 15 15 13 15 150 2 12 16 12 4
split_gain=9.01553e-05 7.46141e-05 8.99986e-05 9.17994e-05 0.000100317 0.000145192 9.58168e-05 0.000218917 9.60176e-05 0.000156908 8.05114e-05 7.97187e-05 4.90505e-05 1.67075e-05
threshold=0.078150000000000011 0.084710000000000021 -0.068264999999999978 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 -0.09547499999999999 0.088615000000000013 0.086420000000000011 0.088585000000000011 0.089745000000000005 -0.006474999999999999 0.091475000000000015 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 12 8 9 10 11 -8 -7 -11
right_child=-2 -3 3 4 5 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.00050804510319475964 -0.00057888586687869677 -0.00048597062466792222 0.00063171619522244904 -0.00045462478755976219 0.00071729441873523219 0.00069573233916045819 -0.00013379575057932957 -0.00084741519591939683 -0.00038903204043960255 -0.00037692581420896339 0.00091728661622169825 0.00063353771010414138 0.00010124106482600237 -3.6412520630143851e-05
leaf_weight=0.0010138492236418549 0.0010272737657185246 0.0010454108964753342 0.0011340304930444666 0.0013558987981867427 0.001334376952882005 0.0010644637110217318 0.0010460051617512342 0.0011853679076624137 0.0014086795625133956 0.001144381712890814 0.0010345567503092234 0.0010361878837717488 0.0010699326022036715 0.0010738290407783066
leaf_count=269 201 405 164 313 106 137 510 688 162 163 189 135 43 425
internal_value=0 2.0406e-05 5.59306e-05 9.71027e-05 4.9566e-05 0.000109545 2.89597e-05 -7.03077e-05 6.62889e-05 0.000186515 0.000470201 0.000248062 0.000397725 -0.000212084
internal_weight=0 0.015947 0.0149016 0.0138877 0.0127537 0.0113978 0.0100634 0.00792901 0.00674364 0.00533496 0.00311675 0.00208219 0.0021344 0.00221821
internal_count=3910 3709 3304 3035 2871 2558 2452 2272 1584 1422 834 645 180 588
is_linear=0
shrinkage=0.00196078


Tree=3577
num_leaves=10
num_cat=0
split_feature=11 43 1 42 16 1 52 4 3
split_gain=3.1142e-05 3.33812e-05 5.34041e-05 9.01036e-05 6.10825e-05 7.08424e-05 4.76956e-05 7.14276e-05 3.76967e-05
threshold=0.079700000000000007 -0.16369999999999998 0.091655000000000014 0.086325000000000013 -0.27337499999999998 0.11183500000000002 0.086950000000000013 -0.076854999999999993 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 7 -3 -9
right_child=-2 2 4 -5 5 -7 -8 8 -10
leaf_value=0.014131232828259871 -0.016456730978109523 0.022286637465406104 -0.012727382685637688 -0.02998804598397839 0.028499049538384908 0.0005124658938974846 -0.016613962338090454 0.0066142670878587499 -0.020351279363678341
leaf_weight=0.0017276212279847937 0.0010829859049055731 0.0014720712982491863 0.001174590868955076 0.0013320379739909047 0.0016879044103489187 0.0019486676634104516 0.0013555398594655016 0.0010649168310820968 0.0010102173245343238
leaf_count=246 254 397 290 903 458 329 387 598 48
internal_value=0 0.001205 -0.000816709 -0.00692472 0.00709866 0.0135024 -0.000658598 0.00543863 -0.00651311
internal_weight=0 0.0127736 0.0110459 0.00623478 0.00481116 0.00363657 0.00490275 0.00354721 0.00207513
internal_count=3910 3656 3410 2333 1077 787 1430 1043 646
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=14
num_cat=0
split_feature=158 41 159 403 50 3 457 2 48 15 42 2 1
split_gain=0.000118096 0.000105889 9.38951e-05 7.68109e-05 8.22022e-05 8.18529e-05 8.72801e-05 0.000115952 0.000144474 6.79282e-05 0.00011469 8.68207e-05 4.9269e-05
threshold=0.084965000000000027 0.075585000000000013 0.08764000000000001 0.087440000000000004 0.088425000000000017 -0.10628499999999998 -0.0015249999999999997 0.113945 0.090910000000000005 0.085120000000000015 0.084100000000000022 0.086545000000000025 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 11 12 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.00052165662168097179 -0.00065307249514070631 -0.00056528858022504851 0.00060393842319109788 -0.00043167194041795841 -0.00045752603843124336 -0.00047117844017323461 -0.00041778106701308176 -0.00038762011858359296 0.00082883365667388157 0.00052665046511376557 -0.00057773640809693908 0.00047774881162596756 0.00017832615575796254
leaf_weight=0.0016624010485663662 0.0010452746592695952 0.0010819745759269575 0.001167077913885004 0.0012856078282810412 0.001035579502755307 0.0010929344487353729 0.0010463026943032855 0.0014607383726872765 0.001234965329664192 0.0011287262745685337 0.0010606468863240438 0.0017226607599346577 0.0010867454354243635
leaf_count=223 423 190 274 291 563 171 222 279 135 543 296 209 91
internal_value=0 2.70997e-05 6.98741e-05 2.47644e-05 7.15895e-05 0.000119253 5.12259e-05 0.000116546 0.000217707 9.28587e-05 -6.73375e-06 0.00015034 -0.000114076
internal_weight=0 0.0160664 0.0149844 0.0138173 0.0125317 0.0114961 0.00983372 0.00874079 0.00728005 0.00604508 0.00491636 0.00385571 0.00213305
internal_count=3910 3487 3297 3023 2732 2169 1946 1775 1496 1361 818 522 313
is_linear=0
shrinkage=0.00196078


Tree=3579
num_leaves=13
num_cat=0
split_feature=453 4 16 51 133 52 3 1 1 4 1 16
split_gain=9.90667e-05 0.000141851 0.000103883 0.000110039 9.54991e-05 0.000137908 0.000101574 0.000146438 0.000433653 0.000135569 8.58833e-05 8.96942e-05
threshold=1.0000000180025095e-35 0.15927500000000003 -0.092424999999999993 0.077145000000000005 0.10681500000000001 0.096170000000000019 -0.089974999999999986 0.11215000000000001 0.095575000000000007 -0.076329999999999995 0.11198000000000001 -0.51054499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 9 -8 11 -3
right_child=-2 10 4 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00090331055099258342 -0.00060385804464681845 0.00047821014403599257 -0.00051196383458387439 -7.539475014974159e-05 -0.00055810828070232009 0.00055538515412671414 0.00038578519364530013 -0.00048050191669850062 0.0013148458517381206 -0.00043433613897675839 0.00067768178592418789 -0.00032430585148264572
leaf_weight=0.0010880376382238826 0.0010268287123380839 0.0011070412405121514 0.0014407260830432657 0.0014263203743008004 0.0010153569063382295 0.0018384013642983726 0.0012774748831908323 0.0014027415054494209 0.0010956975049797989 0.0019698808118466618 0.0017260177774021893 0.0010370322354081316
leaf_count=314 99 97 463 177 446 406 386 167 170 700 347 138
internal_value=0 2.39296e-05 -7.72413e-05 -0.000433659 1.20152e-05 7.61574e-05 -4.6435e-05 7.02938e-05 0.000248193 -0.000111709 0.00035213 9.00542e-05
internal_weight=0 0.0164247 0.0125546 0.00251436 0.0100403 0.00902492 0.00718652 0.00574579 0.00434305 0.00324736 0.00387009 0.00214407
internal_count=3910 3811 3229 491 2738 2292 1886 1423 1256 1086 582 235
is_linear=0
shrinkage=0.00196078


Tree=3580
num_leaves=10
num_cat=0
split_feature=159 1 484 12 43 12 48 3 43
split_gain=2.77518e-05 4.26895e-05 4.12261e-05 5.14205e-05 0.000100056 7.30909e-05 9.82679e-05 0.000122353 0.000110714
threshold=-0.034019999999999988 0.12958500000000003 0.084225000000000008 0.10129000000000001 -0.15648499999999999 0.089995000000000006 0.09227500000000001 0.0066850000000000008 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.015814565632156382 0.02936117467901447 0.019272125859628789 0.015875662637039375 -0.021234483079698729 -0.015702697215969695 -0.022238036740765001 0.026831560519085397 -0.025025350314863588 0.022177837736024303
leaf_weight=0.0010492427503619303 0.0010192515398578924 0.0011745866186722758 0.0013262026213965326 0.0013266108228995191 0.0012902282852037331 0.0017103823783027544 0.001199170760854888 0.0019081776980419962 0.0019193212090997998
leaf_count=520 137 298 341 346 810 707 187 203 361
internal_value=0 0.00109844 -0.000726155 -0.00284869 -0.000152543 -0.0039 0.00106526 -0.00497222 0.00694999
internal_weight=0 0.0128739 0.0116993 0.0103731 0.00904653 0.00802728 0.0063169 0.00511773 0.00320955
internal_count=3910 3390 3092 2751 2405 2268 1561 1374 1171
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=14
num_cat=0
split_feature=484 42 124 43 15 4 4 0 1 0 4 4 15
split_gain=8.84287e-05 7.51832e-05 8.59789e-05 0.000183276 0.000172622 0.000117329 0.000104006 0.000105641 0.000149678 8.15739e-05 7.45044e-05 5.5451e-05 2.64083e-05
threshold=-0.0043499999999999988 0.092145000000000019 -0.018779999999999995 0.12512500000000001 -0.106555 0.10910000000000002 -0.23071499999999998 -0.077944999999999987 0.095575000000000007 -0.11756999999999999 0.074650000000000008 0.27223000000000003 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 -6 8 9 -8 -3 -4 -11
right_child=1 10 3 -5 5 -7 7 -9 -10 12 -12 -13 -14
leaf_value=-0.00053276062093048483 -0.00041212193536158874 -0.00056642633764141621 0.00084934607027566328 0.00091766716777815893 -0.00049409857963528248 -0.00063927350342963586 0.00012060879007233134 0.00053171801321754775 0.00061973188860275387 -0.0006952494660960668 0.00012690451357498533 0.000241812427858901 -0.00025123202297729199
leaf_weight=0.0011427138811151696 0.0011960705748964859 0.0014568554812729234 0.001142482786946182 0.0010605907818880883 0.001231744423385586 0.0011655870748689305 0.0015614191828192733 0.001796365608936615 0.0010619473566243036 0.0010317389927665191 0.0010082942015898402 0.001168210113654527 0.0010282291843358967
leaf_count=612 237 513 130 191 206 134 100 300 100 456 193 167 571
internal_value=0 3.19419e-05 8.96601e-05 0.00013866 6.48105e-05 -5.94533e-05 2.81867e-05 0.000127469 -2.75864e-05 -0.000217408 -0.000282841 0.000542197 -0.000473619
internal_weight=0 0.0159095 0.0134444 0.0122483 0.0111877 0.00887703 0.00771144 0.0064797 0.00468333 0.00362139 0.00246515 0.00231069 0.00205997
internal_count=3910 3298 2592 2355 2164 1867 1733 1527 1227 1127 706 297 1027
is_linear=0
shrinkage=0.00196078


Tree=3582
num_leaves=11
num_cat=0
split_feature=484 4 124 3 4 150 15 42 15 47
split_gain=2.61419e-05 3.09955e-05 4.26487e-05 7.78984e-05 8.26502e-05 7.36784e-05 5.11696e-05 0.000118252 8.56757e-05 4.69864e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.018779999999999995 0.13772500000000001 -0.23071499999999998 0.090965000000000004 1.0000000180025095e-35 0.08622500000000001 -0.017214999999999998 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 9 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.015720145644867817 -0.019882739289989827 0.013702710525890447 -0.025746731820022406 0.025428016598725491 0.016439005696155844 -0.021490830687960077 -0.021351146634472865 0.021568571101278664 0.038119947953086659 -0.0092529389980718982
leaf_weight=0.0010020041618251331 0.0010655820134549817 0.0016829956712452526 0.0012612668143351909 0.001169167153996801 0.0015197158886515803 0.001150148774632701 0.0016479540179710312 0.001051568321023626 0.0010235963956460258 0.0013390376649527226
leaf_count=627 203 447 209 103 548 180 690 547 160 196
internal_value=0 0.00104721 -0.000849756 0.00114594 -0.00201083 0.00186103 0.00594164 -0.00463226 0.013294 0.00440492
internal_weight=0 0.012911 0.011228 0.0101625 0.00899329 0.00773202 0.00658187 0.00269952 0.00388235 0.00285875
internal_count=3910 3283 2836 2633 2530 2321 2141 1237 904 744
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=13
num_cat=0
split_feature=41 484 160 133 40 3 43 52 0 48 1 42
split_gain=0.000103965 7.12305e-05 7.16202e-05 0.000107659 8.94251e-05 0.000118744 8.96793e-05 9.45292e-05 0.000122604 0.000104536 9.52175e-05 5.96886e-05
threshold=0.078535000000000008 -0.0043499999999999988 0.11161500000000001 0.10681500000000001 -0.079539999999999986 -0.10315499999999998 -0.089949999999999988 0.13266500000000003 -0.10071499999999999 0.085875000000000021 0.092730000000000021 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 10 -8 -10
right_child=-2 2 -4 -5 5 6 7 -9 11 -11 -12 -13
leaf_value=-0.00046146272106880693 -0.00062545146104841533 0.00069885497688624936 -0.00043448224133529884 -0.00052150022859166355 0.00053313998177612716 -0.00048825128537493406 0.00073610497120943569 0.0006199003641004805 -0.00055234747949683461 -0.00023637793459439663 3.0633674042936114e-05 -1.9470146336459543e-05
leaf_weight=0.0010814301238479063 0.0010056043707566435 0.0010314974731712142 0.0010486050680475886 0.0010040377654010691 0.0019957051174899322 0.0012230238971844424 0.0016529143712333879 0.001086200559427721 0.0016264005518627797 0.0013453682357794927 0.0013253493499080365 0.001606355490211192
leaf_count=594 195 228 83 445 287 245 100 264 680 113 139 537
internal_value=0 2.44897e-05 5.96525e-05 9.6938e-05 0.000145099 9.69431e-05 8.70522e-06 7.90302e-05 1.28226e-06 0.000217249 0.000422165 -0.000287561
internal_weight=0 0.0160269 0.0149455 0.0138969 0.0128928 0.0118613 0.00986561 0.00864259 0.00755639 0.00432363 0.00297826 0.00323276
internal_count=3910 3715 3121 3038 2593 2365 2078 1833 1569 352 239 1217
is_linear=0
shrinkage=0.00196078


Tree=3584
num_leaves=11
num_cat=0
split_feature=11 124 52 4 151 49 43 43 2 2
split_gain=2.74014e-05 3.3422e-05 4.59732e-05 6.26683e-05 5.44646e-05 6.66118e-05 0.000107418 7.62912e-05 7.83999e-05 4.0773e-05
threshold=0.079700000000000007 -0.048219999999999992 0.10599500000000002 -0.23071499999999998 -0.044604999999999992 -0.07107999999999999 0.0033500000000000005 -0.078644999999999979 0.086650000000000019 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -9 -4
right_child=-2 2 9 4 5 6 -8 8 -10 -11
leaf_value=0.018635933653076406 -0.015424895137100492 -0.025355983427216351 -0.00070691985404138197 -0.018853492712204788 -0.020387788131572691 -0.0063554117197766593 -0.022910800365036146 0.0063506139000550632 0.035346521584545501 0.027318950435929908
leaf_weight=0.0010058317105757523 0.0010833919513314428 0.0011316406367523598 0.0010494608363237163 0.0013395379574499032 0.0010362072482588136 0.0014922806454425613 0.0010071286242859263 0.001925224364811225 0.0018083750318840621 0.0010271965808608674
leaf_count=313 254 141 503 429 131 585 432 578 392 152
internal_value=0 0.00113686 -0.00035261 -0.00323261 -0.000324437 0.00309001 0.00699308 0.0127561 0.0203948 0.0131558
internal_weight=0 0.0128229 0.0118171 0.00974039 0.00860875 0.00726922 0.00623301 0.00522588 0.0037336 0.00207666
internal_count=3910 3656 3343 2688 2547 2118 1987 1555 970 655
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=14
num_cat=0
split_feature=158 48 50 4 15 48 43 13 151 49 0 13 47
split_gain=8.21342e-05 0.000103131 0.000124128 9.14081e-05 0.000127933 0.00011437 0.000114757 0.000188325 0.000111749 0.000122922 0.000111028 6.18446e-05 5.3612e-05
threshold=0.084965000000000027 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.10981499999999998 0.091555000000000011 0.013605000000000001 -0.084084999999999979 -0.016164999999999995 -1.0000000180025095e-35 -0.053834999999999994 -0.10939499999999998 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 -10 12 -8 -11
right_child=-2 -3 -4 -5 5 -7 11 8 9 10 -12 -13 -14
leaf_value=-0.00058498414547466398 -0.00053410276162747989 -0.00056884070752100048 -0.00054840593859295484 0.00057636457046496877 -0.00081413196853367053 0.00068004880508596289 0.00079728881153283101 0.00065372031717129422 -0.00062329347577600087 0.00012932773562756306 -0.00033694484537284317 0.00012489850864566381 0.00067906268807685192
leaf_weight=0.0010590930624439924 0.0010620120909877974 0.0010365878393014385 0.0011482577636595789 0.0015186101281442219 0.0010779614730901024 0.0012780097024978352 0.0010568309089871164 0.0010579664626057224 0.0011165167130998254 0.0019727846904609939 0.0014760183544151413 0.0010468889779609442 0.0010424556924439887
leaf_count=211 423 117 631 318 404 149 49 174 91 785 250 251 57
internal_value=0 2.91166e-05 7.08525e-05 0.000122743 6.62066e-05 0.000128197 5.65772e-05 -5.37488e-05 6.92179e-05 -4.10547e-05 0.000103688 0.000462682 0.000319387
internal_weight=0 0.015888 0.0148514 0.0137031 0.0121845 0.0111254 0.00984742 0.0077437 0.00666574 0.00560778 0.00449126 0.00210372 0.00301524
internal_count=3910 3487 3370 2739 2421 2210 2061 1761 1357 1183 1092 300 842
is_linear=0
shrinkage=0.00196078


Tree=3586
num_leaves=11
num_cat=0
split_feature=14 4 15 42 52 4 15 2 49 4
split_gain=3.094e-05 4.385e-05 7.5721e-05 5.83627e-05 5.48001e-05 9.0613e-05 0.000109806 0.00011093 6.78956e-05 6.9436e-05
threshold=-0.10523499999999998 0.15927500000000003 0.090505000000000016 0.08401500000000002 0.10433000000000002 -0.34687499999999999 -0.0063699999999999989 0.087995000000000004 -0.045004999999999996 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 8 -8 -7 -10
right_child=1 3 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.017072408035649168 -0.030223710408656457 0.025323071340347027 -0.027106656008285934 -0.0050007542446857053 0.018574098671388293 0.0075805699176090362 0.00090275839845158686 0.041640573822290326 -0.034066216019436005 0.00040896958811353055
leaf_weight=0.0010013070187027432 0.001007887061650033 0.0015295108686170268 0.0010577532300923989 0.0010848945868654506 0.0015083909111357078 0.0015311777691111544 0.0016819809245038576 0.0011092381281564284 0.001372563831336339 0.0010171480995857136
leaf_count=175 212 279 681 206 303 270 663 195 700 226
internal_value=0 0.00117532 -0.00176396 0.0127397 0.0011408 -0.00226544 0.00193275 0.0170921 -0.00885893 -0.0193923
internal_weight=0 0.0129005 0.0102861 0.00261441 0.00922839 0.00772 0.00671211 0.00279122 0.00392089 0.00238971
internal_count=3910 3735 3250 485 2569 2266 2054 858 1196 926
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=10
num_cat=0
split_feature=48 4 12 3 159 2 0 4 1
split_gain=2.875e-05 5.62454e-05 5.03955e-05 8.13023e-05 7.41666e-05 0.000148078 6.13655e-05 4.16449e-05 6.31188e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.082325000000000023 0.095195000000000016 -0.070174999999999987 -0.0037349999999999992 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.019794069029642904 -0.015924638372765369 0.020186429245937599 -0.0080287580282420758 0.021173875673588784 -0.028213589895502433 -0.026541505849821526 0.029524087256002009 0.02887982775102222 -0.0017302689232090822
leaf_weight=0.0012833723180177758 0.0010632590774837603 0.001389085496030589 0.0019594730432945626 0.0017018650731353427 0.0010099136338184442 0.0015729031930563162 0.0010823600620914961 0.0011544136836271518 0.001617529202543426
leaf_count=275 161 388 1429 141 407 570 179 218 142
internal_value=0 0.0011899 -0.00112851 0.00124362 -0.00279595 0.000679175 0.00804366 0.0031298 0.0110177
internal_weight=0 0.0127709 0.0113818 0.0100985 0.00839659 0.00738668 0.00581378 0.00473142 0.00277194
internal_count=3910 3749 3361 3086 2945 2538 1968 1789 360
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=14
num_cat=0
split_feature=151 1 15 131 15 16 52 2 2 2 2 0 48
split_gain=0.000108133 0.000101461 0.000133518 6.82582e-05 6.89831e-05 0.000178412 9.51172e-05 9.45501e-05 0.000230602 0.000116145 0.000114146 9.8051e-05 7.65507e-05
threshold=0.085710000000000022 0.12730000000000002 0.090505000000000016 0.089305000000000009 -0.11739999999999999 -0.30307999999999996 -0.092084999999999986 0.10910500000000002 0.096750000000000017 0.086650000000000019 0.084065000000000015 -0.10131499999999999 0.085575000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 9 10 11 -8 -11
right_child=-2 -3 -4 -5 6 -7 7 -9 -10 12 -12 -13 -14
leaf_value=0.00032200691846297452 0.00061790518131853546 0.0003926987954435348 -0.00067090823867653265 -0.00052807934976239514 -0.00042278209383750707 -0.00077436242129952371 0.00058962631792491805 0.00062822440604304081 -0.00063175064272353145 0.00024615203937327913 -0.00054368153264376987 -0.00020327502866213039 0.00093397836748661635
leaf_weight=0.0010028290787758992 0.0010058715149776519 0.0018210355459769281 0.001413548526449389 0.0010079958845513855 0.0012982919765760345 0.0013241301577299929 0.0013304303775391116 0.0013262448932386886 0.0014841500526656106 0.0013987377950809617 0.0010426396670121475 0.001091587989123486 0.0011203719940448813
leaf_count=117 140 327 663 356 507 229 62 153 191 411 300 369 85
internal_value=0 -4.41067e-05 -9.77042e-05 -3.73611e-05 2.46702e-06 -0.00030187 7.26362e-05 0.000145775 6.00961e-05 0.000231694 -1.24103e-06 0.000232271 0.000552062
internal_weight=0 0.016662 0.014841 0.0134274 0.0124194 0.00232696 0.0100925 0.00879416 0.00746792 0.00598377 0.00346466 0.00242202 0.00251911
internal_count=3910 3770 3443 2780 2424 346 2078 1571 1418 1227 731 431 496
is_linear=0
shrinkage=0.00196078


Tree=3589
num_leaves=10
num_cat=0
split_feature=14 2 4 16 48 133 2 15 13
split_gain=2.88522e-05 4.06864e-05 6.66729e-05 7.43287e-05 9.09768e-05 9.01901e-05 0.000112053 6.25388e-05 3.40091e-05
threshold=-0.10523499999999998 0.10910500000000002 0.15927500000000003 -0.094359999999999986 0.088875000000000023 -0.083144999999999983 0.088300000000000003 -0.053579999999999996 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -3
right_child=1 8 -4 4 -6 6 -8 -9 -10
leaf_value=-0.016453002723020076 -0.024102631058031048 0.026359810109937865 0.016893527710625352 0.021491585679480646 0.027097999760067205 0.018283665009429646 -0.032062251006872926 -0.011417924757320038 0.0035999255409434883
leaf_weight=0.0010025220770697825 0.0016989231017280034 0.001015628162512709 0.001592632439461064 0.0010110491444207783 0.0010023558309195657 0.0011650960211859282 0.0016849186908519582 0.0018105404380627801 0.0018568497472965251
leaf_count=175 387 200 265 324 255 219 647 972 466
internal_value=0 0.00116149 -0.00186093 -0.00542827 -0.00067453 -0.00558283 -0.0114563 0.000211589 0.0116472
internal_weight=0 0.012838 0.00996552 0.00837288 0.00667396 0.0056716 0.00466056 0.00297564 0.00287248
internal_count=3910 3735 3069 2804 2417 2162 1838 1191 666
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=14
num_cat=0
split_feature=42 42 41 3 3 151 150 4 4 13 1 2 15
split_gain=7.59675e-05 0.000158121 7.75835e-05 0.000102951 0.000159071 0.000114238 0.000145855 0.0001433 0.000174387 0.0001231 0.000121109 6.15447e-05 5.99682e-05
threshold=-0.11145999999999999 -0.088669999999999985 0.075585000000000013 -0.11266 -0.078884999999999997 0.056555000000000001 0.088135000000000005 -1.0000000180025095e-35 -0.034289999999999994 -0.09547499999999999 0.10561500000000001 0.088485000000000022 -0.14676499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 11 6 7 8 9 -6 -9 -5 -12
right_child=1 2 -4 4 5 -7 -8 10 -10 -11 12 -13 -14
leaf_value=-0.00050364383632471945 0.00070872670775271084 0.00044012403177582445 -0.00055101066467163544 -0.00088179768014453133 0.00046025080223844814 -0.00056324880756967218 0.00079951909852256256 -0.00063397709732623852 0.00091242545094257551 -0.00036519513418514701 0.00038684273166677755 -0.00020330989347951868 -0.0002690594311340159
leaf_weight=0.0010901402970459979 0.0012237264889378248 0.0018807180836778207 0.0010034497050901746 0.0010499360787048705 0.0013008707045480963 0.0010472604671823106 0.0010725184035481677 0.0016936036994960376 0.0012034257498087721 0.0014904454586829425 0.0011005428676876261 0.0010069750965681918 0.0010446084247172768
leaf_count=229 251 237 196 950 53 95 136 318 173 503 213 445 111
internal_value=0 3.1184e-05 -2.44832e-05 1.3552e-05 -5.32464e-05 4.93365e-05 0.000121371 2.85222e-05 0.000288494 1.94974e-05 -0.000242014 -0.000549639 6.74429e-05
internal_weight=0 0.0161181 0.0148944 0.0138909 0.0120102 0.00995328 0.00890602 0.0078335 0.00399474 0.00279132 0.00383875 0.00205691 0.00214515
internal_count=3910 3681 3430 3234 2997 1602 1507 1371 729 556 642 1395 324
is_linear=0
shrinkage=0.00196078


Tree=3591
num_leaves=9
num_cat=0
split_feature=0 1 15 2 15 15 1 4
split_gain=2.89518e-05 4.48201e-05 5.641e-05 3.94262e-05 4.57659e-05 8.69727e-05 0.000107997 0.00010468
threshold=0.10302000000000001 0.076710000000000014 0.083935000000000023 0.11542500000000001 0.035895000000000003 -0.017214999999999998 0.11097000000000001 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.023996546573429874 0.012031657342145972 0.030483755259991575 0.00206385997246838 0.015591767510400098 -0.018508001949284137 0.026816806743252167 -0.024846675506931447 -0.0075052842386976017
leaf_weight=0.0017604611882711316 0.0017214613710129943 0.0011879112069440446 0.0015725446038800039 0.0017006100941159346 0.001276496326356711 0.0011663057161875306 0.001591495342794303 0.0018627784583560014
leaf_count=1075 210 228 854 383 484 225 242 209
internal_value=0 -0.00182734 -0.011701 0.00191844 -0.00136357 0.00240416 -0.00372929 0.00728731
internal_weight=0 0.0121186 0.00333301 0.0087856 0.00708499 0.00580849 0.00464219 0.00305069
internal_count=3910 3700 1929 1771 1388 904 679 437
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=11
num_cat=0
split_feature=48 51 4 457 15 42 43 0 43 13
split_gain=2.90318e-05 5.84922e-05 9.73939e-05 6.24502e-05 7.34315e-05 0.000129112 7.29942e-05 0.000175696 3.98793e-05 9.27377e-05
threshold=0.11930500000000001 0.08955500000000001 0.28937500000000005 0.079930000000000015 -0.017214999999999998 -0.079964999999999981 -0.078644999999999979 -0.10209999999999998 -0.083899999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 -7 -10
right_child=-2 -3 -4 -5 5 8 7 -9 9 -11
leaf_value=-0.036997493355016127 -0.015932047301026882 -0.018364259036791859 0.031637831971094175 0.019415496892087467 0.03457644570127312 0.013172561868802305 -0.032959194744175337 0.02333571365568907 0.0085545738069566259 -0.024929437035574056
leaf_weight=0.0010082525987935003 0.0010676621815257541 0.0013598514354458717 0.0011157851908692529 0.0014949818941885447 0.0011223376756277379 0.0010902983553693337 0.0010984327009552484 0.0011193669700807088 0.0015890299735951631 0.0017251364919662409
leaf_count=466 161 417 366 234 312 293 153 341 124 1043
internal_value=0 0.00123586 0.00358135 0.000526553 -0.00269967 0.00429819 -0.0146882 -0.00454605 -0.00341726 -0.00887499
internal_weight=0 0.0127235 0.0113636 0.0102478 0.00875285 0.0055268 0.00322605 0.0022178 0.00440446 0.00331417
internal_count=3910 3749 3332 2966 2732 1772 960 494 1460 1167
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=13
num_cat=0
split_feature=151 1 15 4 150 1 1 2 4 15 16 0
split_gain=9.87321e-05 8.54393e-05 0.000110782 9.1484e-05 0.000222132 0.000170538 0.000114371 0.000115094 0.000107022 5.39603e-05 3.74163e-05 2.49356e-05
threshold=0.079335000000000017 0.12730000000000002 0.090505000000000016 -1.0000000180025095e-35 0.085200000000000012 0.092385000000000009 0.087545000000000026 0.088210000000000025 -0.49837999999999999 -0.16430499999999995 -0.019979999999999994 -0.06340999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 -1 -9 -7 -8 -10
right_child=-2 -3 -4 4 -6 9 10 8 11 -11 -12 -13
leaf_value=-0.00047692523917308179 0.00057227297238272488 0.00035521728615948013 -0.00065000300056414196 -0.001155290299727436 0.00035449559868671606 4.1651696891883276e-05 0.00073946432954099281 -0.00034910764359636509 0.00020979694641261239 -0.00048455947488557381 0.0002204203395777833 0.00064233467903556177
leaf_weight=0.0016802731914900538 0.0010377301834686775 0.0017596440094801392 0.0012929591252082888 0.0010621293198549951 0.0017560824039963346 0.001391806712847294 0.0010768159179713119 0.0010489317190434944 0.0010499739070231619 0.0016228035564396642 0.001059184432512494 0.0010009083985205378
leaf_count=852 157 326 662 480 163 135 187 53 359 151 308 77
internal_value=0 -5.2078e-05 -0.000103118 -4.76543e-05 -0.00022852 -0.000479658 0.000104883 -6.36715e-05 0.000160335 -0.000241615 0.000482085 0.000420892
internal_weight=0 0.0158015 0.0140419 0.0127489 0.00583282 0.00407674 0.00691609 0.00478009 0.00309981 0.00301461 0.002136 0.00205088
internal_count=3910 3753 3427 2765 929 766 1836 1341 489 286 495 436
is_linear=0
shrinkage=0.00196078


Tree=3594
num_leaves=14
num_cat=0
split_feature=158 41 159 403 2 0 48 150 16 49 16 13 1
split_gain=7.2996e-05 9.22694e-05 6.92925e-05 7.53589e-05 7.228e-05 8.4183e-05 6.57633e-05 0.000178249 8.76378e-05 0.000139909 0.000106805 7.01877e-05 2.11157e-05
threshold=0.084965000000000027 0.075585000000000013 0.08764000000000001 0.087440000000000004 0.11339500000000001 -0.13506999999999997 0.090910000000000005 0.086420000000000011 0.41147000000000006 -0.0090499999999999973 -0.15168999999999996 -0.012034999999999999 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 -1 -11 -12 -13
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 -14
leaf_value=0.00072934062956104759 -0.00051747676396602011 -0.00054706113373023419 0.00053421054619379844 -0.00042789957339421961 -0.00055319293297461931 0.00018715872414808689 0.00051919776690051249 -0.00067045079041414034 0.00072893534789983774 0.00043379316257598059 -0.00053668769419837868 -0.00018124088606134741 0.00021011548358029189
leaf_weight=0.0011186994001331427 0.0010131832614480524 0.0010107263010567342 0.0011198388980563989 0.0012701958567319311 0.0013545711795681179 0.0010468068348757622 0.0015536201527133657 0.0010612329048817577 0.0010007237874284109 0.0013450311900626063 0.001506788707250756 0.0010474796646798823 0.001073043878493652
leaf_count=185 423 190 274 291 111 293 246 215 150 123 869 406 134
internal_value=0 2.57454e-05 6.56784e-05 2.64594e-05 7.41241e-05 -0.000230459 0.000149477 7.90235e-05 0.000191177 0.000102826 -3.81294e-05 -0.000213121 1.67963e-05
internal_weight=0 0.0155088 0.014498 0.0133782 0.012108 0.00240138 0.00970662 0.008153 0.00709177 0.00609104 0.00497234 0.00362731 0.00212052
internal_count=3910 3487 3297 3023 2732 404 2328 2082 1867 1717 1532 1409 540
is_linear=0
shrinkage=0.00196078


Tree=3595
num_leaves=10
num_cat=0
split_feature=11 124 48 0 42 133 160 133 3
split_gain=3.03068e-05 3.43579e-05 4.39605e-05 6.42104e-05 3.72975e-05 4.91334e-05 7.52431e-05 0.000106267 9.46644e-05
threshold=0.079700000000000007 -0.048219999999999992 0.016865000000000002 -0.19631499999999999 -0.088669999999999985 -0.0056849999999999991 -0.077849999999999989 0.085625000000000021 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 8 -8
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=0.019047585149418442 -0.016274844054460433 0.010403187841968264 -0.004132141724611231 0.023339152001846251 -0.026484738741742772 -0.026969135290872089 0.029236621326197337 -0.023650598425066817 -0.0039812347048117551
leaf_weight=0.0010002627866719594 0.0010687954977577048 0.0014507772118028985 0.0017381161703279302 0.0016667366869270528 0.0011122561759301227 0.0011071653751838044 0.0015536656687371092 0.0011979858691482845 0.0019157838086599492
leaf_count=313 254 392 106 478 685 472 322 596 292
internal_value=0 0.0012564 -0.000259115 0.00931555 -0.00416914 -0.00723892 -0.00353195 0.00202759 0.0108942
internal_weight=0 0.0127427 0.0117425 0.00340485 0.00833763 0.00688686 0.0057746 0.00466744 0.00346945
internal_count=3910 3656 3343 584 2759 2367 1682 1210 614
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=11
num_cat=0
split_feature=48 4 1 4 2 4 52 150 4 2
split_gain=2.62685e-05 4.9166e-05 0.000121401 9.07395e-05 6.97579e-05 5.62828e-05 4.56285e-05 5.60569e-05 4.63652e-05 4.42219e-05
threshold=0.11930500000000001 0.15927500000000003 0.11198000000000001 0.055260000000000011 0.11043500000000002 -0.08422499999999998 0.0033900000000000002 0.085285000000000014 -1.0000000180025095e-35 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 7 8 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0029481477745206468 -0.015161363804408743 -0.0044572433325398121 0.036262233518345295 -0.029078607715920149 0.023678345035835522 0.015631402620610132 0.019097558753669162 -0.022240439573711145 -0.011429807067559108 -0.030860533797018988
leaf_weight=0.0012709413738291597 0.0010668500454909047 0.0017783464060327375 0.0012446102295098874 0.00111920761511338 0.00118877853067489 0.0016570913698742372 0.001363495159220521 0.0010210773531152753 0.0010246201992034395 0.0010256604763542263
leaf_count=552 161 239 324 255 291 820 767 205 158 138
internal_value=0 0.00117628 0.0123078 -0.00230324 0.00120101 -0.00242808 0.00345849 -0.00230036 0.00529194 -0.0154138
internal_weight=0 0.0126938 0.00302296 0.00967087 0.00855166 0.00736289 0.00506628 0.00370279 0.00268171 0.0022966
internal_count=3910 3749 563 3186 2931 2640 1950 1183 978 690
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=11
num_cat=0
split_feature=159 0 16 43 52 48 0 3 2 12
split_gain=2.82001e-05 4.39038e-05 7.20406e-05 8.90134e-05 4.54401e-05 5.52894e-05 5.04805e-05 3.46962e-05 0.000102767 3.40167e-05
threshold=-0.034019999999999988 -0.077944999999999987 0.15737500000000001 -0.074254999999999988 0.086950000000000013 0.087945000000000009 -0.10071499999999999 -0.053439999999999994 0.085805000000000006 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 9 -4 5 6 7 -2 -9 -3
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.015948872314440764 0.026144206750624722 0.035989223076139464 0.015142183554165054 -0.022497068965460693 -0.021703386893014046 -0.014710849800039179 -0.011449364416029943 0.029672258784263307 -0.011085701422335423 0.01039988398334543
leaf_weight=0.0010353744895125741 0.0011059910671686931 0.0010068175565595581 0.0013523966947212029 0.0011735095999674712 0.001143197433647599 0.0019000077589505305 0.0013223765892825309 0.0010213799271045535 0.0015688224750583456 0.0010732458759345406
leaf_count=520 164 301 195 270 522 313 954 52 222 397
internal_value=0 0.00121584 0.00900439 -0.00234462 -0.00323402 -0.000182218 0.00531826 0.0113172 0.00498616 0.0227859
internal_weight=0 0.0126677 0.00460597 0.00252591 0.00806178 0.00691858 0.00501857 0.00369619 0.0025902 0.00208006
internal_count=3910 3390 1163 465 2227 1705 1392 438 274 698
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=13
num_cat=0
split_feature=151 15 47 43 16 0 12 2 49 16 51 4
split_gain=7.90708e-05 8.14103e-05 7.07495e-05 0.000107005 0.00010413 0.000144172 9.88103e-05 8.2794e-05 8.08191e-05 9.94937e-05 0.00011102 5.06463e-05
threshold=0.079335000000000017 0.088615000000000013 0.13177500000000003 -0.17307499999999998 0.15737500000000001 -0.076734999999999984 0.097345000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.09601999999999998 0.085845000000000019 -0.021164999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 9 -9 11 -11
right_child=-2 -3 -4 4 6 -7 -8 8 -10 10 -12 -13
leaf_value=0.00057004152683841781 0.00050524079177828422 -0.00042539574326112188 -0.00049225182673211861 -0.0004587320911980863 -0.00082622735788938264 0.00061411742000298385 1.8108356402522129e-05 0.00060620872915396324 -0.00032610571316387321 -4.072019587257365e-05 -0.00050840051400777915 0.00055822019712083951
leaf_weight=0.0013201036784679333 0.0010463149774021718 0.0019597224911672125 0.0010324251795410513 0.0014674959186562154 0.0010822746091816533 0.0015586051541981614 0.0010497519172272488 0.0014865973193950999 0.0015818409396285166 0.0011069184703318639 0.0011139080236690045 0.001065090748488145
leaf_count=190 157 854 83 307 354 363 138 239 464 419 98 244
internal_value=0 -5.1316e-05 1.55751e-06 4.12862e-05 -1.93447e-05 6.95584e-05 -0.000410499 -3.8952e-05 5.79934e-05 0.000185302 -5.12191e-06 0.000252983
internal_weight=0 0.0158247 0.013865 0.0128326 0.0115125 0.00938046 0.00213203 0.00782185 0.00635436 0.00477251 0.00328592 0.00217201
internal_count=3910 3753 2899 2816 2626 2134 492 1771 1464 1000 761 663
is_linear=0
shrinkage=0.00196078


Tree=3599
num_leaves=12
num_cat=0
split_feature=150 151 151 4 15 133 160 42 15 43 13
split_gain=3.00081e-05 6.8605e-05 6.75864e-05 5.09504e-05 5.79222e-05 4.10772e-05 7.77839e-05 8.00108e-05 6.54238e-05 0.000138421 0.000148489
threshold=0.084800000000000014 -0.051109999999999996 -0.03268999999999999 0.40359500000000004 -0.10312999999999999 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053579999999999996 -0.082204999999999986 -0.098524999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7 -8 -9 -10 -11
right_child=1 -3 3 -5 5 6 7 8 9 10 -12
leaf_value=-0.023963228613286057 0.029108899936735558 -0.0052674785075767991 -0.020806327909380019 0.021075308635057226 0.017896417371599707 -0.02609994716980826 -0.021856765924030842 0.031260416482369408 0.032101134644015143 0.012769419670263427 -0.039567659124911655
leaf_weight=0.0012690053376238951 0.0010560907813023609 0.0012892698564807522 0.0013776712590949257 0.0010774203458757863 0.0012694591620341618 0.0010917304283913484 0.0010246942259506953 0.0010264619638679648 0.0010491518045709853 0.0011395455115852918 0.0010339626282188004
leaf_count=363 275 183 278 291 432 645 500 194 131 60 558
internal_value=0 0.0102118 -0.00221251 0.000523017 -0.00193391 0.00147146 -0.00180411 0.00322536 0.00927402 0.00227105 -0.0121279
internal_weight=0 0.00234536 0.0113591 0.0100901 0.00901268 0.00763501 0.00636555 0.00527382 0.00424912 0.00322266 0.00217351
internal_count=3910 458 3452 3089 2798 2520 2088 1443 943 749 618
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=13
num_cat=0
split_feature=484 403 403 52 42 160 13 52 47 16 157 49
split_gain=0.000105373 8.27149e-05 0.000133198 8.2903e-05 0.00011248 0.000108496 0.000129867 0.000205035 0.000102685 0.000134882 6.66024e-05 0.000104167
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 0.096170000000000019 0.09252500000000001 -0.23935499999999996 -0.073574999999999988 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 -6 -7 8 9 -8 -2 -12
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 11 -13
leaf_value=-0.00060368156022899103 0.00065113645915692957 -0.00051886881104978443 0.0006996817537022695 -0.00071249478529044675 -0.00055365288337900901 -0.00040348074658664879 0.00073952474796218652 0.00093390429213427613 -0.00048012638706715734 -0.00019137806004779264 0.00042807396357178937 -0.00021815549567144268
leaf_weight=0.0010985870352968113 0.0010421480853937525 0.0010083699952642992 0.0011588736674240105 0.0010409530835459304 0.0012505773900936814 0.0016118029613992925 0.0010979587648876884 0.0012198476264162102 0.0011484672835206464 0.0013152970986032722 0.0018453907350259383 0.0019965503049442094
leaf_count=612 217 285 152 607 509 108 181 124 76 349 207 483
internal_value=0 2.44205e-05 6.16177e-05 7.12324e-06 -0.000107811 -2.54655e-05 7.78507e-05 0.000240101 2.48173e-06 0.000232155 0.0002115 9.22464e-05
internal_weight=0 0.0157362 0.0147279 0.013569 0.0086849 0.00764395 0.00639337 0.00478157 0.00356172 0.00241326 0.00488409 0.00384194
internal_count=3910 3298 3013 2861 1954 1347 838 730 606 530 907 690
is_linear=0
shrinkage=0.00196078


Tree=3601
num_leaves=15
num_cat=0
split_feature=484 403 403 3 131 160 43 16 2 0 48 43 15 0
split_gain=8.77126e-05 9.57029e-05 0.000109457 9.86814e-05 8.44879e-05 6.8589e-05 9.3971e-05 0.000116008 0.000134962 0.000182537 0.000143557 0.000109251 8.5471e-05 7.32558e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.15653499999999998 0.089305000000000009 -0.083654999999999993 -0.053009999999999995 -0.19424999999999998 0.10946500000000002 -0.10131499999999999 0.085265000000000021 -0.08768999999999999 -0.068324999999999983 -0.069794999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 11 12 9 10 -9 13 -8 -7
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00054288057292281079 0.00060614362514236784 -0.00055936695866914998 0.00063705579886555496 -0.00041057634115301627 -0.00056487642829506973 -0.00026872619993089996 -0.00084636546344365657 0.00066442081281624301 0.00065165811911662114 -0.0006850957269035837 -0.00030784835770171948 0.00082850526600791068 -4.8008228974502328e-05 0.00043917118624474372
leaf_weight=0.0011102412426062759 0.0010127604435333669 0.0010022640637574248 0.0011898447283273947 0.0012787689876714347 0.0010416943956356875 0.0011208535148043348 0.0010381075695910917 0.0013195854738669095 0.0012804711371276018 0.0012791444189036 0.0010472087102461336 0.0011535339723060755 0.0010242466472043335 0.0011272917538784344
leaf_count=612 203 285 152 448 402 253 127 65 177 669 50 287 88 92
internal_value=0 2.71456e-05 6.65622e-05 1.71003e-05 -2.98326e-05 1.793e-05 7.0667e-05 -5.94267e-05 0.000104025 -8.83059e-05 0.000234232 0.000337945 -0.00044987 8.62361e-05
internal_weight=0 0.0159158 0.0149135 0.0137237 0.0127109 0.0116692 0.0103904 0.00698876 0.00492641 0.00364594 0.00236679 0.00340168 0.00206235 0.00224815
internal_count=3910 3298 3013 2861 2658 2256 1808 1176 961 784 115 632 215 345
is_linear=0
shrinkage=0.00196078


Tree=3602
num_leaves=11
num_cat=0
split_feature=11 403 3 47 0 2 4 52 3 48
split_gain=3.02271e-05 3.94055e-05 6.846e-05 5.38586e-05 7.90816e-05 6.31851e-05 7.44484e-05 5.5974e-05 5.90261e-05 3.30555e-05
threshold=0.077330000000000024 0.088015000000000024 -0.10628499999999998 0.087850000000000025 -0.10209999999999998 0.085355000000000014 -0.06272999999999998 1.0000000180025095e-35 0.086245000000000016 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 -8 -10
right_child=-2 -3 3 4 -6 6 7 -9 9 -11
leaf_value=0.023379272897863047 -0.015118711514573372 -0.016590688761737402 0.022450584781710317 -0.03392600482175534 0.0018488035119798678 -0.019437359303102336 0.017935255226462471 0.024975166226764739 -0.02362774830846474 0.0019838965166435914
leaf_weight=0.0014549825787376616 0.0012209232850616128 0.0011134187815855312 0.0015508855450819797 0.0010200245968263535 0.0015673797449658857 0.001502210258696738 0.0011095710566960994 0.0011799670738575213 0.0010048842341717655 0.0010108436584610817
leaf_count=201 279 336 897 101 319 531 673 380 127 66
internal_value=0 0.00136552 0.00311916 0.00015527 -0.0122546 0.00451892 -0.000269726 0.00641832 -0.000587881 -0.0107841
internal_weight=0 0.0125142 0.0114007 0.00994577 0.0025874 0.00735836 0.00580748 0.00430527 0.0031253 0.00201573
internal_count=3910 3631 3295 3094 420 2674 1777 1246 866 193
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=11
num_cat=0
split_feature=123 50 160 2 3 4 15 3 12 2
split_gain=2.9391e-05 5.2092e-05 0.000116718 7.43922e-05 0.000133687 0.000117089 7.10891e-05 8.91173e-05 0.000164236 2.97504e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085744999999999988 0.113945 0.094625000000000015 0.0057500000000000008 0.088190000000000004 -0.10315499999999998 0.086935000000000012 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 9 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.031751408480847024 0.016279895043806242 -0.022875575290928138 0.0087309985961489273 -0.022450739334531834 -0.00061638694219131023 0.046404845411735313 0.015238704483065205 0.0046146306680269538 -0.047605607061293846 -0.017316494129670758
leaf_weight=0.0010845045228394775 0.0010153249008580728 0.001037265200484863 0.001633106164967652 0.0016150275290373337 0.0010628505725331912 0.0010554701994674241 0.0012846117319119995 0.0015210010973951754 0.0013305484152720069 0.001042494367067443
leaf_count=455 334 654 276 385 93 73 419 338 629 254
internal_value=0 -0.00140278 0.000512416 -0.00270034 0.000871573 0.0228123 -0.00595156 -0.0108766 -0.0190997 -0.00430408
internal_weight=0 0.0126669 0.0116296 0.0105451 0.00893008 0.00211832 0.00681176 0.00552715 0.00389404 0.0025635
internal_count=3910 3576 2922 2467 2082 166 1916 1497 1221 592
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=12
num_cat=0
split_feature=41 158 39 50 3 47 4 16 3 16 52
split_gain=0.000104894 8.15917e-05 8.87247e-05 8.95798e-05 8.43494e-05 0.000101279 0.000102935 8.90436e-05 9.92058e-05 8.57858e-05 6.75909e-05
threshold=0.078150000000000011 0.084710000000000021 0.005105000000000001 0.088425000000000017 -0.10628499999999998 0.09252500000000001 0.0057500000000000008 -0.008069999999999999 -0.083144999999999983 -0.094359999999999986 -0.0045699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -8 -9
right_child=-2 -3 -4 -5 5 -7 9 10 -10 -11 -12
leaf_value=0.00042696173628095987 -0.00062361749653622298 -0.00051435086551139585 0.00047959504284045067 -0.00051227408273903444 0.00013150782995413623 -0.00046862458574264086 3.9468825751103226e-05 0.0004984448334965281 -0.00064137776313108648 0.00069952151091353222 -0.00018306426266209504
leaf_weight=0.0019727661134709114 0.0010242363976505414 0.0010103498438374407 0.0017228965010717872 0.0011670014011639718 0.0010400715458794992 0.001599381527190121 0.0015766739778758998 0.0012175849326967162 0.0016537721204562448 0.0014562612649846474 0.0010352024884563728
leaf_count=273 201 405 346 618 466 214 205 367 488 176 151
internal_value=0 2.43316e-05 6.20184e-05 5.45278e-06 5.77557e-05 -1.82816e-05 7.19827e-05 -0.000102398 -0.000342973 0.000356393 0.000185277
internal_weight=0 0.015452 0.0144416 0.0127187 0.0115517 0.00957895 0.00797957 0.00494663 0.00269384 0.00303294 0.00225279
internal_count=3910 3709 3304 2958 2340 2067 1853 1472 954 381 518
is_linear=0
shrinkage=0.00196078


Tree=3605
num_leaves=13
num_cat=0
split_feature=158 41 159 1 12 1 1 2 12 13 15 1
split_gain=9.5953e-05 0.000127053 8.76795e-05 6.27691e-05 8.93666e-05 0.000165489 0.000108034 8.11988e-05 0.000127179 7.69174e-05 6.73142e-05 6.92604e-05
threshold=0.085745000000000002 1.0000000180025095e-35 0.08764000000000001 0.12864500000000004 0.10129000000000001 0.11215000000000001 0.10561500000000001 0.10393500000000001 0.088285000000000016 -0.07409499999999998 1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -10 11 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.00038077827058167053 -0.00059899258578706752 -0.00064767211523285566 0.0005970224425560542 0.00040082353448427029 -0.00048091341058086913 -0.00067126100101094798 0.00072462177579694519 -0.00038861400491762785 0.00083547594025955925 0.00014831337587026855 -0.00050888783145514114 -0.00019052839279484404
leaf_weight=0.0015086162204931202 0.0010006748859837543 0.0010014109423490099 0.0011376677149776025 0.0015478966918228464 0.0014172744820789276 0.0011084739639053874 0.001043964358817674 0.0013294218827419445 0.0012539240312137157 0.001251181084079833 0.0010013714682064728 0.0017766158211109818
leaf_count=424 410 194 277 225 365 140 141 244 322 522 471 175
internal_value=0 2.76244e-05 7.46632e-05 2.97744e-05 -1.93534e-05 4.43204e-05 0.000130867 5.45398e-05 0.000141284 0.000492271 -6.38345e-05 7.18222e-05
internal_weight=0 0.0153778 0.0143764 0.0132387 0.0116908 0.0102736 0.00916509 0.00812113 0.00679171 0.00250511 0.0042866 0.00328523
internal_count=3910 3500 3306 3029 2804 2439 2299 2158 1914 844 1070 599
is_linear=0
shrinkage=0.00196078


Tree=3606
num_leaves=13
num_cat=0
split_feature=158 41 39 13 4 3 16 2 457 12 15 2
split_gain=8.77683e-05 0.000106274 8.49018e-05 0.000131781 0.000122141 0.00022925 0.000117762 0.000106788 0.000106632 8.84019e-05 0.000104713 6.8922e-05
threshold=0.084965000000000027 0.075585000000000013 0.005105000000000001 -0.094679999999999986 -0.034289999999999994 -0.083144999999999983 -0.078844999999999985 0.11230000000000001 0.082870000000000013 0.093125000000000013 -0.10071499999999999 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 -5 8 9 10 -6 -1
right_child=-2 -3 -4 4 7 -7 -8 -9 -10 -11 -12 -13
leaf_value=8.0103959193094366e-05 -0.00057164862086541964 -0.00059224909135385025 0.00047453780388309223 0.00048255759385960775 0.00021637875077902468 -0.00098991022890193873 -0.00043007891715639317 -0.00040525786472925734 0.00061957351568670785 0.00049695903858139659 -0.0005983976634593856 0.00072141063397790633
leaf_weight=0.0012638865995578284 0.0010132576552336235 0.0010051399073699669 0.0017307595096909953 0.0010760875304843889 0.0012047519477958969 0.0014268729565461232 0.001098500005698159 0.0014123439929159412 0.0016183570097541497 0.0010085995407694854 0.0012210959708819323 0.0013142850413955468
leaf_count=156 423 190 345 371 137 746 331 184 149 247 493 138
internal_value=0 2.41405e-05 6.72386e-05 1.14893e-05 -8.98119e-05 -0.000379192 2.15363e-05 7.13892e-05 0.00020462 9.08862e-06 -0.000193754 0.000407025
internal_weight=0 0.0153807 0.0143755 0.0126448 0.0100666 0.00360146 0.00217459 0.00646515 0.0050528 0.00343445 0.00242585 0.00257817
internal_count=3910 3487 3297 2952 2658 1448 702 1210 1026 877 630 294
is_linear=0
shrinkage=0.00196078


Tree=3607
num_leaves=13
num_cat=0
split_feature=158 41 159 2 0 39 4 42 4 15 1 4
split_gain=8.19419e-05 0.000114136 0.000103523 6.65004e-05 8.86462e-05 8.27137e-05 7.62934e-05 0.000104028 9.98731e-05 0.000119432 7.36523e-05 5.61234e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 0.11339500000000001 -0.23029999999999998 0.005105000000000001 0.15927500000000003 0.060615000000000009 -1.0000000180025095e-35 0.035895000000000003 0.11774500000000002 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 -5 -9
right_child=-2 -3 -4 10 5 -7 -8 11 -10 -11 -12 -13
leaf_value=0.00056906813616211798 -0.00056133709413066536 -0.00062172803549944105 0.00061813385909525423 -0.00056679293025981047 0.00017808735396609526 0.00050475370627249007 0.00034589524966904036 -8.7543212001013368e-05 -0.00079199497622023396 -0.00063118282257061339 0.00011810876832801344 0.0004865372431413051
leaf_weight=0.0012430655875381733 0.0010115579486939781 0.0010123944925548292 0.0011712132210473592 0.0014395449716621102 0.0018091187835466639 0.0011534183000959141 0.0014976956722346467 0.0015127563704676775 0.0012759507297295599 0.0011447827242165171 0.0010395984194557749 0.0011543110387648293
leaf_count=84 410 192 277 254 292 198 128 632 169 571 178 525
internal_value=0 1.47065e-05 5.93227e-05 1.00028e-05 7.65333e-05 1.24098e-05 -5.52381e-05 -0.000142346 -0.000333565 -0.000135545 -0.000279588 0.00016092
internal_weight=0 0.0154539 0.0144415 0.0132702 0.0107911 0.00954803 0.00839462 0.00689692 0.00422985 0.0029539 0.00247914 0.00266707
internal_count=3910 3500 3308 3031 2599 2515 2317 2189 1032 863 432 1157
is_linear=0
shrinkage=0.00196078


Tree=3608
num_leaves=11
num_cat=0
split_feature=159 13 0 16 3 15 3 2 15 3
split_gain=2.69637e-05 4.45023e-05 7.58135e-05 0.000114887 4.02388e-05 5.2712e-05 5.54914e-05 0.000104308 8.47933e-05 2.9793e-05
threshold=-0.034019999999999988 0.17936000000000002 -0.077944999999999987 0.25185000000000007 -0.084129999999999996 0.083935000000000023 0.084925000000000014 0.11230000000000001 -0.094119999999999995 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 -2 6 8 -8 -6 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.015683345585181706 -0.018483896701245239 -0.016152767988113541 0.0376560302538229 -0.0092680225197321765 0.0034253798438982526 0.01949179967573202 0.018925256035681765 -0.019012691872790893 -0.03717919530144731 0.015473258395030521
leaf_weight=0.0010311505828758038 0.0013116880624170118 0.001334299470693725 0.0013345070883814681 0.0012932857961233737 0.0010537347025824867 0.0012145676527362086 0.0019447755729917748 0.0011552062107018854 0.00100461484865263 0.0011082678486564409
leaf_count=520 819 201 172 362 293 366 129 144 370 534
internal_value=0 0.0011283 0.00314728 0.0148323 -0.00253371 0.0007492 -0.00366389 0.0047877 -0.0163924 0.0275919
internal_weight=0 0.0127549 0.0114206 0.00373606 0.00768459 0.0063729 0.00515833 0.00309998 0.00205835 0.00244277
internal_count=3910 3390 3189 1068 2121 1302 936 273 663 706
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=10
num_cat=0
split_feature=13 39 4 3 52 47 2 4 403
split_gain=2.79617e-05 6.36245e-05 5.44209e-05 0.0001037 0.000100402 7.16394e-05 6.55601e-05 8.85154e-05 6.49774e-05
threshold=-0.45122499999999993 0.005105000000000001 -0.034289999999999994 -0.078669999999999976 -0.081429999999999989 0.09252500000000001 0.11230000000000001 0.0057500000000000008 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 6 7 -6 -2
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=0.015411511708384574 -0.014889398581740616 0.017628994700443084 0.024309409046844387 -0.036250621014477569 -0.013260025477548646 -0.025164285259640706 -0.018497937525058409 0.022185403500876895 0.016416274836367227
leaf_weight=0.0010693769509702118 0.0016347092624628603 0.0015389153317229105 0.0014895818753354832 0.0013246078187748641 0.0011103869903505475 0.0013303182543468184 0.0011855042572346854 0.0019275135615387173 0.0011153779163553396
leaf_count=112 1012 431 421 498 458 223 202 334 219
internal_value=0 -0.00142799 -0.00406579 -0.0132641 0.00125564 -0.00492768 0.00144659 0.0092297 -0.00219247
internal_weight=0 0.0126569 0.011118 0.00407469 0.0070433 0.00555372 0.0042234 0.0030379 0.00275009
internal_count=3910 3798 3367 1729 1638 1217 994 792 1231
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=10
num_cat=0
split_feature=1 4 2 457 3 3 1 3 3
split_gain=2.98436e-05 7.39287e-05 4.36466e-05 4.47811e-05 6.38865e-05 6.49823e-05 4.35136e-05 3.46045e-05 8.12075e-05
threshold=0.085835000000000009 -0.15796999999999997 0.11542500000000001 0.041935000000000007 0.090325000000000003 -0.078884999999999997 0.095575000000000007 -0.084129999999999996 -0.053439999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -3 -9
right_child=2 7 -4 -5 -6 6 -8 8 -10
leaf_value=0.010296801951044479 -0.016152228495889449 -0.027151729992014519 0.018010629273821504 0.016357344165491842 -0.022118079191328886 -0.0029784196694180223 0.024552671771898085 0.0096011291808628437 -0.026817640498030093
leaf_weight=0.0019220613343327764 0.0011888547203204643 0.0012819348156635842 0.0017072116198561284 0.0013190180577664114 0.0014401487328518682 0.0010166609979319651 0.0013187706512100673 0.0013510409764778369 0.0011197124285705217
leaf_count=146 514 896 398 164 160 157 317 957 201
internal_value=0 -0.00565174 0.00383184 -2.05372e-05 -0.00437203 0.00287963 0.0125678 -0.0138203 -0.00690337
internal_weight=0 0.00567475 0.00799066 0.00628345 0.00496444 0.00352429 0.00233543 0.00375269 0.00247075
internal_count=3910 2200 1710 1312 1148 988 474 2054 1158
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=12
num_cat=0
split_feature=151 15 0 1 403 12 43 52 2 1 0
split_gain=6.44327e-05 8.91429e-05 5.76895e-05 0.000135484 0.000124918 0.0001624 0.000146691 7.28968e-05 5.33183e-05 0.000174834 1.07603e-06
threshold=0.079335000000000017 0.088615000000000013 -0.083564999999999987 0.076710000000000014 0.03138500000000001 0.051320000000000005 -0.075819999999999985 1.0000000180025095e-35 0.086650000000000019 0.11097000000000001 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 8 10 -10 -5
right_child=-2 -3 4 7 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00067548049483601874 0.00046070421117380797 -0.00044055589922917422 0.00048076449051581358 -0.00037416057168451327 0.00076050295761393057 -0.00084640714345355467 6.6503275220160203e-05 0.00046463944318514958 0.00045723509605678965 -0.00048643893244672656 -0.00028390941046112971
leaf_weight=0.0013063029144903433 0.0010351863308583403 0.0019146074788091482 0.0018249542318370315 0.0010071693244002589 0.001079650826191339 0.0010615792360645301 0.0018666183033389653 0.001150166981122509 0.0018828780923549615 0.0012598863883762175 0.0010245816276209649
leaf_count=908 157 854 386 75 125 377 406 174 159 141 148
internal_value=0 -4.46778e-05 1.16177e-05 -0.000100595 0.000158424 2.16659e-05 -0.00026446 1.81419e-05 -8.11035e-05 7.89306e-05 -0.000328648
internal_weight=0 0.0153784 0.0134638 0.00763099 0.0058328 0.00475315 0.0029282 0.00632468 0.00517452 0.00314276 0.00203175
internal_count=3910 3753 2899 1605 1294 1169 783 697 523 300 223
is_linear=0
shrinkage=0.00196078


Tree=3612
num_leaves=14
num_cat=0
split_feature=403 403 123 50 16 52 133 0 2 0 52 49 2
split_gain=7.80617e-05 0.000119109 0.000104148 0.000150665 9.89496e-05 8.51477e-05 9.95898e-05 0.000101118 0.000111603 0.000175885 0.000133556 6.75749e-05 4.94427e-05
threshold=0.096520000000000009 0.03138500000000001 1.0000000180025095e-35 0.082310000000000008 0.41476000000000007 0.11401500000000002 0.089845000000000022 -0.060094999999999989 0.113945 -0.10575999999999998 -0.0066199999999999991 -0.04682999999999999 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 -1 -11
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 12 -12 -13 -14
leaf_value=-0.00035780013044775099 -0.00053401606410570317 0.00062888973175351877 0.00055352391239488598 -0.00079899055971914708 0.00051552083080293404 -0.00051864682398792791 -0.00051689123542681726 0.00054226498953249293 -0.00057597641733242769 -0.00064554170843386226 0.00072939854304554942 0.0003463346605670492 -4.8736883909004403e-05
leaf_weight=0.0010368781632763557 0.0010250255919490641 0.0011610847058201581 0.0011117414683754516 0.0010108118035757003 0.0012324264543209984 0.0014195270134245421 0.0012745260966998033 0.0014517604430816901 0.0011814463541845038 0.0011441689695147832 0.0017710748404661828 0.0010593728468682451 0.001000283497178425
leaf_count=59 295 175 319 616 253 346 364 236 135 247 139 69 657
internal_value=0 2.4306e-05 -2.34667e-05 -7.06948e-05 -1.2136e-05 -6.94864e-05 -5.20947e-06 7.02275e-05 -2.50406e-05 8.32303e-05 0.000332975 -1.95473e-06 -0.000367161
internal_weight=0 0.0158551 0.014694 0.0135823 0.0125715 0.011339 0.00991951 0.00864499 0.00719322 0.00601178 0.00386733 0.00209625 0.00214445
internal_count=3910 3615 3440 3121 2505 2252 1906 1542 1306 1171 267 128 904
is_linear=0
shrinkage=0.00196078


Tree=3613
num_leaves=14
num_cat=0
split_feature=158 41 159 457 47 47 51 0 49 1 2 0 4
split_gain=9.10954e-05 8.44648e-05 0.000109725 6.7493e-05 8.65367e-05 0.000113187 8.71797e-05 0.000163681 0.000140998 0.000111765 7.32148e-05 0.000109152 9.62786e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -0.068264999999999978 0.09550500000000002 0.11669500000000001 0.08955500000000001 -0.10783 -0.0090499999999999973 0.090475000000000014 0.10393500000000001 -0.084304999999999977 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 -5 10 11 -9 -13
right_child=-2 -3 -4 4 5 -7 -8 9 -10 -11 -12 12 -14
leaf_value=-0.00047935115674173855 -0.00058354620303796806 -0.00052524191388286724 0.0006440058468523735 0.00095686719586091573 0.00088921785234522162 -9.3617988600915952e-06 -0.00045463361078286192 -0.00037854254789941019 4.6181506669993135e-05 -0.0006423892476136152 -0.00041899835383262771 6.4497895007486041e-05 0.00083993103066217444
leaf_weight=0.0010021105734937885 0.0010186757604126904 0.0010152786914573728 0.0011390225737603855 0.0011947723644191721 0.0010013254334282655 0.0011671317082941751 0.0015460885204865533 0.0010784158582550201 0.0014431546308576277 0.0012742369587400038 0.0011606995520805317 0.0015964550898546299 0.0010019681914837271
leaf_count=246 410 192 277 125 147 128 303 580 148 508 205 341 300
internal_value=0 2.16251e-05 5.964e-05 1.02127e-05 4.9573e-05 0.000405574 -2.54065e-05 5.04388e-05 0.00045865 -0.000125751 1.03347e-05 0.000145866 0.00036351
internal_weight=0 0.0156207 0.0146054 0.0134664 0.0124642 0.00216846 0.0102958 0.0087497 0.00263793 0.00611178 0.00483754 0.00367684 0.00259842
internal_count=3910 3500 3308 3031 2785 275 2510 2207 273 1934 1426 1221 641
is_linear=0
shrinkage=0.00196078


Tree=3614
num_leaves=11
num_cat=0
split_feature=1 0 16 16 15 1 15 16 0 2
split_gain=2.61971e-05 7.41426e-05 4.3721e-05 9.38477e-05 4.16636e-05 8.08033e-05 5.40034e-05 6.19878e-05 0.000109771 6.75754e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.083144999999999983 0.18936500000000003 0.079360000000000014 0.086560000000000012 -0.017214999999999998 -0.019979999999999994 -0.19631499999999999 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 7 8 -7 -10
right_child=4 2 3 -5 -6 6 -8 -9 9 -11
leaf_value=-0.025511752250607141 0.031860952681614894 0.017403924007314477 -0.028743601714240459 0.012058319572059025 -0.014315020697819952 -0.016810188594943338 0.020135532738808356 -0.019461083912330018 0.0027351355622540711 0.037010691146522418
leaf_weight=0.0013934201180539432 0.0010295099003515534 0.0011829628637270578 0.0010244899073930454 0.0012533843577723508 0.0011909562040152465 0.0015112610562107998 0.0012919324104108624 0.0015565358594396596 0.0013106400850249594 0.0010250768175819646
leaf_count=630 150 330 821 227 496 114 292 327 257 266
internal_value=0 -0.00603475 0.00180719 -0.00629263 0.00309486 0.00577894 0.0017685 -0.0026229 0.00419004 0.0177777
internal_weight=0 0.00485426 0.00346084 0.00227787 0.00891591 0.00772496 0.00669545 0.00540351 0.00384698 0.00233572
internal_count=3910 2008 1378 1048 1902 1406 1256 964 637 523
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=15
num_cat=0
split_feature=403 48 403 42 42 151 42 1 1 2 48 52 1 13
split_gain=0.000152792 0.000134515 0.000125485 0.000126737 0.000169719 0.00012574 0.00013535 0.000107036 0.000134918 0.000155667 8.71932e-05 0.000115834 0.000104895 0.000100096
threshold=-1.0000000180025095e-35 0.12862000000000004 0.09389500000000002 -0.11403999999999999 -0.082904999999999993 0.069165000000000018 0.098285000000000011 0.094695000000000015 0.10884000000000001 0.11260500000000001 0.08407000000000002 -1.0000000180025095e-35 0.085410000000000014 -0.10023999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 10 -9 -10 11 -6 -12 -13
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 12 13 -14 -15
leaf_value=-0.00074626210760461058 -0.00053733709504757987 -0.00063628899610796688 -0.00056711572968283443 0.00093144139178265219 -0.00092804513897303941 0.00072615849088747484 0.00067000108634236255 0.00065669356484871118 -0.00065271348121141595 0.00039705111656375641 0.00057936171954530639 0.00027993009576402487 -0.00026636283727213056 -0.00043539527959334179
leaf_weight=0.0010340504029281014 0.0010377503392434194 0.001089514566277496 0.0010865070930664534 0.0010485656768088594 0.0010004983678309608 0.0011590037962182108 0.0012062490623331408 0.0016576919516386544 0.001004227644652033 0.0011826948905477039 0.0010651722853047395 0.0012134814020643685 0.0011979775402963244 0.0019780366352592131
leaf_count=930 142 116 301 136 473 148 266 315 194 172 149 54 70 444
internal_value=0 3.01366e-05 7.59812e-05 0.000123348 0.000173344 0.00011058 4.85727e-05 -2.42053e-05 0.000234799 -8.49973e-05 -0.000178465 -0.000345906 0.000131685 -0.000163414
internal_weight=0 0.0169274 0.0158379 0.0147513 0.0137136 0.012665 0.011506 0.0102998 0.00384461 0.00218692 0.00645517 0.00419202 0.00226315 0.00319152
internal_count=3910 2980 2864 2563 2421 2285 2137 1871 681 366 1190 971 219 498
is_linear=0
shrinkage=0.00196078


Tree=3616
num_leaves=13
num_cat=0
split_feature=484 403 403 41 474 160 52 133 13 52 4 49
split_gain=7.91503e-05 8.91744e-05 0.000104412 9.5218e-05 0.000118924 0.00018371 0.000135056 0.000141962 0.000118415 0.000117575 6.61285e-05 3.843e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 0.075585000000000013 0.084655000000000022 -1.0000000180025095e-35 0.10433000000000002 0.090085000000000012 -0.083514999999999992 -0.068164999999999989 0.05309500000000001 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 11 -11 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.00051614887278996044 -0.00066290559705675656 -0.00053568840573450414 0.00063101830292677384 -0.00055403450376052582 0.00068623875728797087 0.00054102019809014283 0.00063863450995077444 -0.0006268670984045404 0.00056724636205616856 -0.00064463562727578444 -6.1627014610673075e-05 7.7398972195019875e-05
leaf_weight=0.0011036501752686506 0.0013883272001500068 0.0010139777254559263 0.0011566981216101233 0.0010358193686720038 0.0010811081502472538 0.0018024334946328668 0.001509894864339831 0.0011867134371000071 0.0010396876485558883 0.0012282928126073711 0.0019128853397035494 0.0015101288228419221
leaf_count=612 527 285 152 177 286 335 150 391 116 408 192 279
internal_value=0 2.69052e-05 6.53147e-05 1.75356e-05 6.43025e-05 6.23034e-06 9.73958e-05 3.24834e-06 0.000103038 -3.56783e-05 -0.0002896 0.000277134
internal_weight=0 0.015866 0.014852 0.0136953 0.0126595 0.0115784 0.01019 0.00868014 0.00749343 0.00569099 0.00314118 0.00254982
internal_count=3910 3298 3013 2861 2684 2398 1871 1721 1330 995 600 395
is_linear=0
shrinkage=0.00196078


Tree=3617
num_leaves=14
num_cat=0
split_feature=158 41 159 457 16 15 47 12 151 1 1 42 12
split_gain=0.000118531 0.000111975 0.000114157 8.66407e-05 0.0001045 0.00014358 0.000177461 0.000180808 0.000119991 8.71142e-05 5.47904e-05 5.95779e-05 0.000109068
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -0.068264999999999978 -0.49150499999999991 -0.14097499999999996 0.10783500000000001 0.10129000000000001 -0.0074049999999999993 0.092550000000000007 0.086145000000000013 0.091230000000000019 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7 10 11 12 -10
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00053313088789525432 -0.0006392169567702538 -0.00058840759506271286 0.0006550482197446786 0.00062440166385372461 -0.00067775457346870636 0.00053428040449285559 0.00076525676981269945 -0.00073394822255315093 0.00017764781337725369 -0.00041078983158250712 0.00044311775038054463 0.00036924702225003191 -0.00066685753605624527
leaf_weight=0.0010010445308049126 0.0010881002003961622 0.001054579735086352 0.0011911124048211005 0.0011703442957823234 0.0010616096006209512 0.0018083417118689984 0.0012735965257811297 0.0011756594694834208 0.0013183373572061552 0.001749223359677355 0.0013057497603607415 0.001010669732200372 0.0010612905670224582
leaf_count=246 410 192 277 168 263 224 120 312 418 327 216 239 498
internal_value=0 2.93477e-05 7.24146e-05 2.26163e-05 6.56264e-05 1.00387e-05 7.82605e-05 -1.4531e-05 8.79441e-05 -3.7284e-05 0.000101843 -2.95971e-05 -0.000198993
internal_weight=0 0.0161816 0.015127 0.0139359 0.0129348 0.0117645 0.0107029 0.00942927 0.00825361 0.00644527 0.00469605 0.0033903 0.00237963
internal_count=3910 3500 3308 3031 2785 2617 2354 2234 1922 1698 1371 1155 916
is_linear=0
shrinkage=0.00196078


Tree=3618
num_leaves=14
num_cat=0
split_feature=158 41 159 403 2 1 48 150 2 49 0 16 0
split_gain=8.39216e-05 9.89186e-05 9.22529e-05 5.67073e-05 6.82259e-05 7.23425e-05 6.00649e-05 0.000182098 8.44409e-05 7.47573e-05 9.27147e-05 0.00010904 1.58144e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 0.087440000000000004 0.11339500000000001 0.11774500000000002 0.090910000000000005 0.086420000000000011 0.105395 -0.0090499999999999973 -0.06402999999999999 -0.15168999999999996 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 -1 11 -11 -13
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12 12 -14
leaf_value=0.00072391774222431307 -0.00056537448783607405 -0.00057374590924442114 0.00059794129843036272 -0.00038342662692937915 -0.00052519580881381215 0.00015974250433867804 0.00048316571813333727 -0.00070189219336822396 -0.00034979140469822216 0.00046269155618861534 0.0005434598645545338 -0.000121189265554935 -0.00045759829881649426
leaf_weight=0.0011071134710641832 0.001007669356900648 0.0010125941902790923 0.0011306233979731075 0.0012475589671459885 0.0014116412898880749 0.0010221291939044633 0.0015522920271515096 0.001044438397638927 0.0010070557583355001 0.0011322888571212953 0.0016208737938993201 0.0010758257153549134 0.0010731807184143482
leaf_count=174 410 192 277 295 236 169 246 216 149 91 164 87 1204
internal_value=0 1.86599e-05 6.0245e-05 1.45166e-05 5.57272e-05 -0.000237537 0.000129974 6.19584e-05 0.000175664 0.000263721 0.00015979 -2.97333e-05 -0.000289187
internal_weight=0 0.0154376 0.014425 0.0132944 0.0120468 0.00243377 0.00961307 0.00806078 0.00701634 0.00600928 0.00490217 0.0032813 0.00214901
internal_count=3910 3500 3308 3031 2736 405 2331 2085 1869 1720 1546 1382 1291
is_linear=0
shrinkage=0.00196078


Tree=3619
num_leaves=10
num_cat=0
split_feature=42 47 42 51 43 2 2 1 48
split_gain=2.71424e-05 4.37168e-05 5.41044e-05 5.0757e-05 4.05974e-05 6.98619e-05 0.000113568 0.000111088 6.90577e-05
threshold=0.10269500000000001 0.11291500000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.083094999999999988 0.097940000000000013 0.11339500000000001 0.079355000000000023 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6 -9
right_child=-2 -3 3 4 5 6 -8 8 -10
leaf_value=-0.016792221986522245 -0.015908473033106885 0.019098962651526837 -0.016276973994074833 0.019387089998281839 -0.036115744356110931 0.029436509805871609 -0.0077663174688263961 0.016289850215918045 -0.01602418765897384
leaf_weight=0.001789919130484703 0.001013363484630425 0.0012202457642784834 0.0013051048732197592 0.001576933906166633 0.0010075246645752959 0.0017736989787541912 0.0015269401461192175 0.0015796526228255637 0.0011376392145857391
leaf_count=1021 443 183 449 429 500 188 232 379 86
internal_value=0 0.00108732 -0.000791616 0.0020991 0.00488702 0.00163233 0.0122258 -0.00775473 0.00276104
internal_weight=0 0.0129177 0.0116974 0.00990749 0.00860239 0.00702546 0.00330064 0.00372482 0.00271729
internal_count=3910 3467 3284 2263 1814 1385 420 965 465
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=13
num_cat=0
split_feature=484 42 42 52 16 15 47 42 160 16 52 12
split_gain=0.00011556 7.53781e-05 0.000107863 7.8269e-05 0.000142672 8.11854e-05 0.000123825 0.000107437 0.000154034 0.000113197 9.62841e-05 1.4123e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.088669999999999985 0.084240000000000023 -0.074719999999999995 -0.16430499999999995 0.096175000000000024 0.086325000000000013 0.087825000000000014 -0.083564999999999987 -0.021309999999999996 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 8 9 -7 -11 -6
right_child=1 2 3 4 11 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0006270025251443052 -0.00047348120883725352 0.00063242018441663612 0.00059378773723111494 -0.00065918442529819721 0.0002835661966184281 0.00085776686523785352 -0.00054799848038940356 -0.00030824930995439757 -0.00027544605441398741 0.00056599977968925747 -0.0001883884367703709 -4.0942806983601601e-05
leaf_weight=0.0010967401324749665 0.0010600735765610705 0.0011952980444369559 0.0011729020839887768 0.0016286064719328221 0.0010050139853226255 0.0016416308134410743 0.0011732490023004805 0.0016197208449455734 0.001505464373331507 0.0013419480994001725 0.0012623489532855199 0.0010588952372759947
leaf_count=612 204 239 253 616 167 212 153 532 141 353 232 196
internal_value=0 3.13766e-05 6.80204e-05 1.77119e-05 -0.000225298 0.000110055 4.36517e-05 0.000137824 0.000263448 0.000454522 0.000200334 0.000117076
internal_weight=0 0.0156652 0.0146051 0.0134098 0.00369252 0.00971726 0.00854436 0.00737111 0.00575139 0.00424593 0.0026043 0.00206391
internal_count=3910 3298 3094 2855 979 1876 1623 1470 938 797 585 363
is_linear=0
shrinkage=0.00196078


Tree=3621
num_leaves=14
num_cat=0
split_feature=484 42 42 133 3 3 3 157 16 4 151 0 42
split_gain=8.78027e-05 8.58283e-05 0.000102325 7.25571e-05 9.34023e-05 0.000151601 0.000141651 0.000123934 0.000124414 7.42928e-05 7.88409e-05 9.22965e-05 2.89214e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.088669999999999985 0.093845000000000026 -0.11266 -0.078884999999999997 -0.074234999999999982 -0.071454999999999977 0.032820000000000009 -1.0000000180025095e-35 -0.0088999999999999982 -0.14012999999999998 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 12 -6 -7 -8 9 -9 -11 -12 -4
right_child=1 2 3 -5 5 6 7 8 -10 10 11 -13 -14
leaf_value=-0.0005531863950942672 -0.00052665773105802058 0.00061816142037765141 0.00067160642500754711 -0.00039985438334686266 -0.000533975654714991 0.00078136532631546132 0.00063699391023579795 0.00048501882909659258 -0.00069209192421476411 -0.00055134388102364036 0.00041922323758569882 -0.00031478772286627364 0.00021779343326726246
leaf_weight=0.0010790906383519394 0.0010126858847369141 0.0011761883209932674 0.0010296496167249381 0.0014461039472873612 0.0017796555940921008 0.0010199718557116853 0.0010004741215754905 0.0010686787333563379 0.0011372662178300245 0.001068002535393177 0.0014239178485456147 0.0012254589366980581 0.0011351490290345163
leaf_count=612 204 239 175 508 908 151 124 268 172 108 114 213 114
internal_value=0 2.524e-05 6.37568e-05 1.48541e-05 6.53e-05 -1.67067e-05 9.91779e-05 -1.3178e-06 -0.000109131 2.93922e-05 -0.000101592 7.97093e-05 0.000433642
internal_weight=0 0.0155232 0.0145105 0.0133343 0.0118882 0.00972343 0.00794377 0.0069238 0.00592332 0.00478606 0.00371738 0.00264938 0.0021648
internal_count=3910 3298 3094 2855 2347 2058 1150 999 875 703 435 327 289
is_linear=0
shrinkage=0.00196078


Tree=3622
num_leaves=11
num_cat=0
split_feature=11 157 160 133 15 4 52 3 133 0
split_gain=2.82471e-05 5.01909e-05 5.11907e-05 0.00013505 5.51655e-05 7.46854e-05 6.72829e-05 6.34386e-05 0.000168537 5.03171e-05
threshold=0.077330000000000024 -0.073574999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.106555 -0.0017649999999999999 -0.068164999999999989 0.045635000000000002 1.0000000180025095e-35 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 8 -6 -8
right_child=-2 2 3 4 5 6 9 -9 -10 -11
leaf_value=0.020753083630194392 -0.014505741987422591 -0.017007693643065907 -0.025941318191969789 0.026469390227603286 0.04924140758977099 0.0094279322238152719 -0.03407293038710036 -0.0045649024256707157 -0.005056793007643055 -0.003218440389501235
leaf_weight=0.0011963832956633112 0.001248308541948834 0.0016609073311324397 0.0014745482287674009 0.0012266283768643119 0.00121618125798836 0.0015394087999964778 0.0010175523469341044 0.0012116623202049689 0.0010786372999787657 0.0010998069856179757
leaf_count=465 279 814 810 276 186 142 107 108 576 147
internal_value=0 0.00125773 -0.000765976 0.0019687 0.00687397 0.00351847 -0.00648037 0.0139459 0.0237195 -0.0180464
internal_weight=0 0.0127217 0.0115253 0.00986443 0.00838988 0.00716325 0.00365677 0.00350648 0.00229482 0.00211736
internal_count=3910 3631 3166 2352 1542 1266 396 870 762 254
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=12
num_cat=0
split_feature=42 133 15 1 14 2 52 13 2 48 16
split_gain=2.52751e-05 5.3605e-05 7.21743e-05 4.96837e-05 4.61719e-05 7.33294e-05 0.00011317 9.54317e-05 7.59636e-05 6.28773e-05 1.92008e-05
threshold=0.092145000000000019 0.085515000000000022 0.085285000000000014 0.10080500000000002 -1.0000000180025095e-35 0.099015000000000006 -0.088354999999999989 -1.0000000180025095e-35 0.11230000000000001 0.084500000000000006 -0.0037499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 -6 -8 -7 -9 -3
right_child=3 10 -4 -5 5 8 7 9 -10 -11 -12
leaf_value=-0.017614038724408077 -0.025161350862160387 0.026327387131506091 -0.024118896394640172 0.0055219970527608415 -0.030741111930415989 0.038844484544313926 -0.018695422114467886 0.02683201677397723 0.0017715492564149224 -0.0025209926551760138 0.0068110426830594126
leaf_weight=0.0010658163598495701 0.0010827457192451415 0.001002812728310223 0.001222443595636718 0.001029500196058219 0.0010742842561344192 0.0010824207300385773 0.0011647491616552023 0.0018076028605155362 0.0011293864135368205 0.0012238873333344806 0.0010136725429621836
leaf_count=144 573 531 604 259 237 229 564 190 245 81 253
internal_value=0 0.00167227 -0.00139136 -0.0102064 0.00185883 0.00463263 -0.00178046 0.00563379 0.0199144 0.0149815 0.0165167
internal_weight=0 0.0117871 0.00977059 0.00211225 0.00854815 0.00748233 0.00527052 0.00419624 0.00221181 0.00303149 0.00201649
internal_count=3910 3078 2294 832 1690 1546 1072 835 474 271 784
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=11
num_cat=0
split_feature=123 133 1 457 49 484 15 52 3 0
split_gain=2.63583e-05 6.74018e-05 5.31698e-05 8.96411e-05 8.29643e-05 6.58666e-05 6.64353e-05 9.14339e-05 9.30777e-05 0.00010081
threshold=1.0000000180025095e-35 -0.085714999999999986 0.12864500000000004 0.082870000000000013 -0.059914999999999989 0.083810000000000009 -0.12507499999999996 -1.0000000180025095e-35 -0.09113499999999998 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -9 -10
right_child=-2 2 -4 -5 5 -7 7 8 9 -11
leaf_value=0.018416996431650994 0.015359092422265328 -0.037398917919174844 0.015632573830515601 0.013553570272427859 -0.033095268432549028 0.016557203600922808 -0.03146858182476462 0.024263637035669788 0.0080387783904507862 -0.030393823502441481
leaf_weight=0.0015203729162759699 0.0010191904255673631 0.0010309936542078181 0.0012281286179093185 0.0018388550595628142 0.0011105282987484777 0.001013864068764048 0.0011092687614940797 0.0012002192439258112 0.0015314259945851847 0.001231216954388913
leaf_count=573 334 196 201 214 184 270 665 256 399 618
internal_value=0 -0.00134984 -0.00401069 -0.00640722 -0.0108685 -0.00706765 -0.0109418 -0.00609133 0.00101217 -0.00908934
internal_weight=0 0.0128149 0.0112945 0.0100664 0.00822752 0.00719652 0.00618266 0.00507213 0.00396286 0.00276264
internal_count=3910 3576 3003 2802 2588 2392 2122 1938 1273 1017
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=13
num_cat=0
split_feature=158 159 11 133 43 457 4 13 2 52 52 48
split_gain=9.51823e-05 7.55053e-05 6.91638e-05 5.09505e-05 6.46136e-05 7.3748e-05 0.00011481 8.9784e-05 0.000106236 0.000113916 8.87312e-05 0.000124593
threshold=0.085745000000000002 0.08764000000000001 0.080455000000000013 -0.090054999999999982 0.0016850000000000001 -0.0015249999999999997 0.25367000000000006 -0.084184999999999996 0.099370000000000014 0.0033900000000000002 -0.068164999999999989 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 10 11 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00034795081491051101 -0.00059582445163787739 0.00049977144321033116 -0.0005049138085047451 -0.00047561788932180674 0.0004094496979086523 -0.00049067001466797584 0.00061743851189087029 -0.00017979367773981688 -0.00037390096149363675 0.00072368946236742681 -0.00031978556144362879 0.00079490621420738789
leaf_weight=0.0012647505591631527 0.0010019783396515341 0.0012017685856803842 0.0010164936122635396 0.0010940868298922419 0.0017884474521527574 0.0013213994327949345 0.0012398027693004054 0.0010113074074197944 0.001557801490878646 0.0012528132834360682 0.0015320777196888629 0.0010055456699201082
leaf_count=453 410 291 213 259 260 376 240 157 313 522 329 87
internal_value=0 2.80039e-05 -1.22499e-05 2.60718e-05 6.61493e-05 4.84276e-06 6.37689e-05 -2.56004e-05 7.10327e-05 0.00021538 3.59408e-05 0.000306164
internal_weight=0 0.0152863 0.0140845 0.013068 0.0118033 0.0100148 0.00892075 0.00768095 0.00635955 0.00480174 0.00354893 0.00201685
internal_count=3910 3500 3209 2996 2543 2283 2024 1784 1408 1095 573 244
is_linear=0
shrinkage=0.00196078


Tree=3626
num_leaves=13
num_cat=0
split_feature=158 41 13 39 52 4 3 16 16 0 15 16
split_gain=0.000108412 7.4168e-05 8.4709e-05 0.000138484 9.61947e-05 8.01062e-05 0.000179511 0.000140159 9.26287e-05 6.53081e-05 8.7551e-05 0.000173377
threshold=0.085745000000000002 0.075585000000000013 -0.094679999999999986 0.005105000000000001 0.083750000000000005 -0.034289999999999994 -0.083144999999999983 -0.078844999999999985 0.0063350000000000012 -0.099864999999999995 -0.10312999999999999 -0.085924999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -4 9 10 -7 -12
right_child=-2 -3 3 -5 -6 8 -8 -9 -10 -11 11 -13
leaf_value=0.00062503346105675158 -0.00063660993512773512 -0.00048651482692701347 0.00052011608057503985 0.00055798721968450325 -0.00011390286136562499 -0.0003523790899047013 -0.00087320554369315457 -0.00047213157960601806 0.00051429384038282721 -0.00048668246690841774 -0.00016478387532727279 0.00088016119577200491
leaf_weight=0.0018815480201372784 0.001011834141936333 0.0010137582567971296 0.0010913934948066362 0.0014227465380802591 0.0010582903923837886 0.0014048064279841288 0.0014169471335914886 0.001097901863989008 0.0012522742626587084 0.0011737650439979713 0.0015092207742073045 0.0010251246142161108
leaf_count=236 410 192 371 309 99 114 746 331 286 655 117 44
internal_value=0 2.60303e-05 6.22795e-05 -1.42856e-05 0.000359029 -9.59388e-05 -0.000329426 2.25174e-05 3.63448e-05 -8.07163e-05 4.02511e-05 0.000257889
internal_weight=0 0.0153478 0.014334 0.0113942 0.00293984 0.00997143 0.00360624 0.0021893 0.00636519 0.00511292 0.00393915 0.00253435
internal_count=3910 3500 3308 2973 335 2664 1448 702 1216 930 275 161
is_linear=0
shrinkage=0.00196078


Tree=3627
num_leaves=10
num_cat=0
split_feature=49 474 151 15 2 43 51 0 2
split_gain=2.86153e-05 6.73843e-05 6.53385e-05 7.20685e-05 6.55461e-05 0.000100836 8.31974e-05 0.000110034 7.21286e-05
threshold=-0.081629999999999994 0.084655000000000022 -0.083559999999999982 0.088615000000000013 0.086545000000000025 -0.074254999999999988 0.08955500000000001 -0.15291499999999997 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -6 -9
right_child=1 -3 3 -5 6 -7 -8 8 -10
leaf_value=0.011426709834225512 -0.028220215004807689 0.022857432734426027 0.010231945576353155 -0.025427810045576916 0.043528090713077283 -0.02415123467927429 -0.014773266229074686 0.021448605125195214 -0.0089864947366495689
leaf_weight=0.0018554139099976807 0.0010255171462804488 0.001005738346899601 0.0014978889092647145 0.0011353252675422127 0.0010207673063163695 0.0019809809474208794 0.0012105673971833297 0.0015050551971038683 0.0016134255599752402
leaf_count=305 284 397 343 788 110 621 243 406 413
internal_value=0 -0.00191801 -0.00418541 -0.00171169 0.00133808 -0.00934695 0.00828633 0.0150303 0.00570223
internal_weight=0 0.0119953 0.0109895 0.00996401 0.00882869 0.00347887 0.00534982 0.00413925 0.00311848
internal_count=3910 3605 3208 2924 2136 964 1172 929 819
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=12
num_cat=0
split_feature=52 52 1 1 2 1 4 12 1 4 15
split_gain=2.64384e-05 5.51402e-05 5.43044e-05 3.61883e-05 8.3987e-05 8.36349e-05 5.90759e-05 8.73749e-05 4.7982e-05 8.71195e-05 7.23666e-05
threshold=-0.37613999999999997 -0.081429999999999989 0.080320000000000016 0.088010000000000019 0.086650000000000019 0.092550000000000007 0.00046500000000000008 0.091555000000000011 0.11235500000000002 0.24280000000000004 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 7 -6 10 -10 -7
right_child=1 3 -4 5 6 8 -8 -9 9 -11 -12
leaf_value=-0.015519082848842739 -0.0018313071221863235 -0.033398763391201396 0.029262859644475378 0.026380816770500651 0.024202980135898541 -0.028981999704523972 -0.020132004462229836 -0.013820542132790282 -0.012711266605491382 0.026193157726264255 0.0066276538305918287
leaf_weight=0.0010310698920966447 0.0010216700894195223 0.0010502832306238021 0.0012474535485352246 0.0012377473123314844 0.0013739727323094412 0.0012780453422498173 0.0011328346223107551 0.0010788897110021547 0.0011181766454556943 0.001186212864066733 0.0010311287003074102
leaf_count=413 248 660 310 241 401 124 355 370 179 316 293
internal_value=0 0.00112851 0.0152627 -0.0019297 -0.00852916 0.00329903 -0.00124462 0.00747836 -0.00289345 0.00731526 -0.013081
internal_weight=0 0.0127564 0.00226912 0.0104873 0.00463598 0.00585131 0.0035857 0.00245286 0.00461356 0.00230439 0.00230917
internal_count=3910 3497 558 2939 1786 1153 1126 771 912 495 417
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=13
num_cat=0
split_feature=158 50 48 4 151 1 15 15 0 12 1 12
split_gain=9.1005e-05 7.64606e-05 0.000118998 0.000121482 7.23381e-05 0.000102029 9.41404e-05 8.42404e-05 0.000103767 0.000100126 5.42584e-05 4.14107e-05
threshold=0.084965000000000027 0.088425000000000017 0.11930500000000001 0.27020000000000005 -0.024429999999999997 0.088385000000000005 -0.07142999999999998 1.0000000180025095e-35 -0.032484999999999993 0.089745000000000005 0.094385000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 8 -8 -9 -6 -10
right_child=-2 -3 -4 -5 6 -7 7 9 11 -11 -12 -13
leaf_value=-5.0128611404921142e-05 -0.00058058764547222962 -0.0004116674284029262 -0.00057496470999906352 0.00067565647524288504 -0.00065137140813288142 0.00081846694790299211 0.00065960275454597552 -0.00048936384482661322 0.00032376332478576628 0.00021644702067650406 -4.2304678418743485e-05 -0.00019775258110430588
leaf_weight=0.0010311438815274331 0.0010079156400007823 0.0013841781456287788 0.0010142164132888173 0.0013651169971799484 0.001197216292195445 0.0010487394244434321 0.0016451947640834471 0.0016048686353917919 0.0010068955202094947 0.0014903140072566635 0.0010604232760491605 0.0013983195736627565
leaf_count=219 423 667 110 306 335 176 304 555 107 477 115 116
internal_value=0 2.77586e-05 7.16357e-05 0.000122677 5.69388e-05 0.000387843 -1.62534e-05 9.40242e-05 0.000280132 -0.00014952 -0.00036529 2.05697e-05
internal_weight=0 0.0152466 0.0138624 0.0128482 0.0114831 0.00207988 0.00940323 0.00714559 0.00405041 0.00309518 0.00225764 0.00240522
internal_count=3910 3487 2820 2710 2404 395 2009 1559 527 1032 450 223
is_linear=0
shrinkage=0.00196078


Tree=3630
num_leaves=9
num_cat=0
split_feature=13 403 49 12 3 3 2 151
split_gain=2.7967e-05 4.78049e-05 6.13397e-05 0.000100935 0.000184613 0.000118036 0.000104315 5.92926e-05
threshold=0.17936000000000002 0.03138500000000001 -0.045004999999999996 0.084100000000000022 -0.080884999999999985 0.10666500000000002 0.089070000000000024 -0.039414999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -4 -1
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=0.030423756208140647 -0.013233221080376299 0.017533077500444163 0.0023083262217101753 -0.045669070716403318 0.0017432931224680198 -0.015466055698026532 0.042756927649249342 0.00041982748704482044
leaf_weight=0.0010571559257683536 0.0014529278188713203 0.0016045900263241429 0.0017105190214603712 0.0014416020401902562 0.0019084974100130304 0.0018261281024699811 0.0010164795433174301 0.0017471547866918257
leaf_count=232 221 418 369 1181 777 209 266 237
internal_value=0 0.00143655 -0.000975614 -0.00548416 -0.018659 0.00420963 0.0173854 0.0117306
internal_weight=0 0.0123121 0.0107075 0.00790323 0.0033501 0.00455313 0.002727 0.00280431
internal_count=3910 3689 3271 2802 1958 844 635 469
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=12
num_cat=0
split_feature=158 156 50 160 133 43 133 42 48 15 1
split_gain=9.93211e-05 5.72934e-05 6.2497e-05 7.60297e-05 0.000102173 7.95424e-05 9.36669e-05 0.000154169 7.68105e-05 0.000109203 9.28492e-06
threshold=0.084965000000000027 0.089935000000000001 0.088425000000000017 -0.08266999999999998 -0.0056849999999999991 0.052855000000000006 0.090085000000000012 0.088025000000000006 0.087945000000000009 -0.041049999999999996 0.088385000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 -6 -11
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=0.00055082447191424054 -0.00060378620731071301 -0.00042022161476589978 -0.00033997219025839808 -0.00040784333909583075 0.00049249738818032583 0.00059150097060640288 -0.00046406976737072285 0.00068124454499206364 -0.00033582206566740706 -3.4575830622404726e-05 -0.00029970463300969124
leaf_weight=0.0013259875750800667 0.0010101590639535916 0.0010070708173412725 0.0013316706689018949 0.0015804959953146193 0.0018593450228679459 0.0012496555698321655 0.0011295567286188591 0.0015975278926220046 0.0018540670095673387 0.0010315094460488089 0.0010003160171380854
leaf_count=334 423 360 649 669 216 113 392 220 196 207 131
internal_value=0 3.14538e-05 6.40373e-05 0.00010664 5.4529e-05 0.000129697 6.15812e-05 0.000142443 -7.37632e-06 0.000149122 -0.000165105
internal_weight=0 0.0149672 0.0139601 0.0126285 0.0113025 0.00972198 0.00847232 0.00734277 0.00574524 0.00389117 0.00203183
internal_count=3910 3487 3127 2478 2144 1475 1362 970 750 554 338
is_linear=0
shrinkage=0.00196078


Tree=3632
num_leaves=13
num_cat=0
split_feature=15 15 151 12 4 15 13 3 0 47 4 1
split_gain=2.99796e-05 6.30678e-05 5.1626e-05 6.68146e-05 7.878e-05 7.19279e-05 6.10539e-05 0.000107249 4.39373e-05 0.00011056 5.41567e-05 5.88246e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.086769999999999986 0.088325000000000015 0.08734500000000002 0.079360000000000014 -0.09547499999999999 -0.088024999999999978 -0.017269999999999997 0.09252500000000001 0.022820000000000003 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 8 -5 -8 9 10 11 -4
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.015521786273114617 -0.024794516415666393 0.022291327941080102 0.010579790557635575 0.020585742493638828 0.032258160026313674 -0.031459098447948058 0.013964960204545008 -0.030989878320918401 0.015714275624438629 -0.036132270703369905 0.020619108483000175 -0.022050216255296979
leaf_weight=0.0011265995838486429 0.0010645154647697256 0.0010056601973646171 0.0010135960948663377 0.001022105432755719 0.0010393020728169701 0.0010751865181204924 0.0010317353620262204 0.0010927847115156956 0.001006468813481951 0.0010256399542860617 0.0010195534205272513 0.0012144783042318708
leaf_count=317 297 248 303 72 146 607 339 984 175 73 148 201
internal_value=0 -0.00150406 0.000643172 -0.00142219 0.00838754 -0.00788377 0.000503294 -0.00915836 -0.0030828 -0.00751001 0.00152924 -0.00720617
internal_weight=0 0.012611 0.0115465 0.0105409 0.00418593 0.00635492 0.00314663 0.00212452 0.00527974 0.00427327 0.00324763 0.00222807
internal_count=3910 3593 3296 3048 1541 1507 1395 1323 900 725 652 504
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=11
num_cat=0
split_feature=1 42 133 1 0 16 160 3 4 13
split_gain=3.01633e-05 4.66744e-05 6.32219e-05 4.66233e-05 6.98807e-05 7.47003e-05 3.94231e-05 6.35387e-05 8.54321e-05 2.40349e-05
threshold=0.10398500000000001 0.092145000000000019 0.065880000000000008 0.11097000000000001 -0.15007499999999999 -0.010819999999999998 0.086110000000000006 -0.078884999999999997 -1.0000000180025095e-35 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 -6 7 -1 -9 -4
right_child=3 -3 9 4 5 -7 -8 8 -10 -11
leaf_value=-0.017486842604166049 0.023401155231847413 -0.022838756025396163 0.0024260339257965793 -0.019953926022701872 0.030226222071600712 -0.0052011941211730717 -0.024056144872017533 0.021001309605846619 -0.014690285066173961 0.023223224842145385
leaf_weight=0.0017404470199135205 0.0011973747320450875 0.0010977650018601055 0.0010516189919312251 0.0011298410020050193 0.0010507984175551846 0.0013726360000549185 0.0010409338365828203 0.0016903381036879606 0.0011117094093189362 0.0011783495785226115
leaf_count=967 213 591 369 104 325 245 163 273 196 464
internal_value=0 -0.00353074 -0.000818012 0.00633545 0.000584688 0.0101601 -0.00650278 -0.00248034 0.00684071 0.0134156
internal_weight=0 0.00891116 0.0078134 0.00475065 0.00355328 0.00242343 0.00558343 0.00454249 0.00280205 0.00222997
internal_count=3910 3023 2432 887 674 570 1599 1436 469 833
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=11
num_cat=0
split_feature=4 43 0 133 4 4 52 3 2 2
split_gain=2.85021e-05 7.12668e-05 7.19202e-05 4.3259e-05 7.79015e-05 8.98095e-05 4.29237e-05 3.41953e-05 5.76317e-05 5.45443e-05
threshold=-0.49837999999999999 -0.24333999999999997 -0.035699999999999989 -0.090054999999999982 -0.082054999999999975 -0.0037349999999999992 -0.081429999999999989 -0.060719999999999989 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8 9 -9
right_child=1 2 -4 4 5 6 7 8 -10 -11
leaf_value=-0.01606030171559145 -0.022523054221057496 -0.019319234448333986 0.022668042445968449 0.02619244321009901 -0.023306376329235351 0.021894250395732416 -0.014723703827815973 -0.00074044154230926877 -0.011188310907568067 0.029685893463706561
leaf_weight=0.0010326418552995724 0.0011485718215962807 0.001007012665935861 0.001687442539828281 0.0012035851308706347 0.0014779297967449697 0.001116760635533301 0.0011729712326401243 0.0011847274960450362 0.0014064465252157949 0.0011720707333578904
leaf_count=176 199 516 300 443 1219 195 400 135 232 95
internal_value=0 0.00122184 0.00360813 0.000306531 0.00256922 -0.00120624 0.00418986 0.000184454 0.0048312 0.014391
internal_weight=0 0.0125775 0.0114289 0.0097415 0.00873449 0.00753091 0.00605298 0.00493622 0.00376324 0.0023568
internal_count=3910 3734 3535 3235 2719 2276 1057 862 462 230
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=13
num_cat=0
split_feature=484 42 156 43 131 42 16 2 1 16 51 0
split_gain=8.60036e-05 7.61414e-05 9.12621e-05 0.000106613 7.89848e-05 6.35275e-05 9.59484e-05 8.59969e-05 0.000104579 7.04861e-05 7.66601e-05 0.000115637
threshold=-0.0043499999999999988 -0.11145999999999999 0.090135000000000007 -0.15648499999999999 0.088565000000000019 0.086325000000000013 -0.089864999999999987 0.086650000000000019 0.091310000000000016 -0.072359999999999994 -0.0084849999999999978 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9 -8 -11 -12
right_child=1 2 -4 4 -6 -7 9 8 -10 10 11 -13
leaf_value=-0.0005476193700525491 -0.000484978067970086 0.00060594628945206095 -0.00049434908257083346 -0.00055828819190316577 -0.00045201195661599838 -0.00021744088024492104 0.00079270337239450972 0.00051840890834202089 -0.00028360709801498329 0.00068326316682554484 -0.00027875399266789278 0.00050918062238912941
leaf_weight=0.0010662000972673806 0.0010344853306410882 0.0014805488852992323 0.0010351826782557796 0.0010111747020055285 0.0011026239598157803 0.001973443257878865 0.0010716547449460285 0.001256307831153993 0.0012440917447004644 0.0010384174701510065 0.0016517260135224185 0.0012641997110552855
leaf_count=612 204 196 328 185 416 821 280 131 158 222 277 80
internal_value=0 2.85152e-05 6.61108e-05 0.000110419 4.72472e-05 9.96204e-05 0.000172908 -7.5772e-05 0.00011936 0.000346657 0.000225775 6.28551e-05
internal_weight=0 0.0151639 0.0141294 0.0130942 0.0116136 0.010511 0.00853757 0.00351157 0.0025004 0.005026 0.00395434 0.00291593
internal_count=3910 3298 3094 2766 2570 2154 1333 474 289 859 579 357
is_linear=0
shrinkage=0.00196078


Tree=3636
num_leaves=13
num_cat=0
split_feature=158 48 42 42 4 15 3 47 3 52 150 16
split_gain=0.000126727 0.000100474 8.34915e-05 0.000123438 8.40484e-05 0.00011945 0.000163266 0.000132217 0.000117204 0.000148047 0.000166897 0.000128113
threshold=0.085745000000000002 0.12738500000000003 -0.11145999999999999 -0.088669999999999985 0.27020000000000005 -0.10312999999999999 0.10420500000000001 0.085165000000000018 -0.100615 0.084240000000000023 0.086025000000000018 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -7 10 11 -10
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00046564447276192924 -0.00067123508049436633 -0.00055576261922064992 0.00074100907435608232 -0.00055213815754167218 0.0004696799207203606 0.00025396512891310869 0.00059878763068074204 0.00053615696543641536 0.00068240023963719464 -0.00093285265281828984 -0.00076055814665290569 -0.00022763772387218766
leaf_weight=0.0010012752753194255 0.0010244059913732074 0.0010174866199922144 0.0011324239285986507 0.0013141705555355801 0.0017114980759733054 0.0018917705619009547 0.0018672457805175577 0.0012571065907480972 0.0010397316307532189 0.0011572214545706762 0.0010937021140356804 0.0013896820280975667
leaf_count=201 410 117 233 251 328 244 127 174 194 699 178 754
internal_value=0 4.03212e-05 8.11474e-05 0.000120664 6.54462e-05 2.61185e-06 7.77976e-05 -4.6457e-05 -0.000157899 -0.000324372 -0.000124508 0.000161837
internal_weight=0 0.0158733 0.0148558 0.0138546 0.0127221 0.0110106 0.00969646 0.00782921 0.00657211 0.00468034 0.00352312 0.00242941
internal_count=3910 3500 3383 3182 2949 2621 2370 2243 2069 1825 1126 948
is_linear=0
shrinkage=0.00196078


Tree=3637
num_leaves=10
num_cat=0
split_feature=4 16 2 4 150 42 47 4 3
split_gain=2.9502e-05 4.19717e-05 5.23954e-05 8.4427e-05 6.50849e-05 6.13245e-05 5.86939e-05 7.25967e-05 3.841e-05
threshold=0.27020000000000005 -0.38486499999999996 0.11043500000000002 -0.08422499999999998 0.086420000000000011 -0.089024999999999979 0.086425000000000016 -0.060264999999999992 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 7 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.020577033415254319 0.011562607480432118 -0.031954670439017771 0.014690244223489971 0.028130890975476632 -0.019200886641237282 -0.010977814623032794 -0.016323775226262067 0.021581393086060895 -0.0058915206088652333
leaf_weight=0.0010961703412736166 0.0018751658082169489 0.0012245870101605283 0.0019717830335684956 0.0011031967609086094 0.0011386429667235498 0.0010929009136899262 0.0012693377855406284 0.0018339705478471772 0.0010505118529510311
leaf_count=157 472 546 439 185 204 713 295 750 149
internal_value=0 -0.00194191 -3.01235e-05 -0.00336134 0.00249028 0.0071509 0.00163519 0.00942371 -0.0199202
internal_weight=0 0.0117811 0.0106849 0.00871315 0.00643805 0.00529941 0.00419621 0.00292687 0.0022751
internal_count=3910 3438 3281 2842 2147 1943 1758 1463 695
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=11
num_cat=0
split_feature=133 42 484 40 403 15 52 16 2 51
split_gain=2.95639e-05 5.78679e-05 8.77927e-05 6.91239e-05 9.62946e-05 6.55405e-05 6.67769e-05 7.65894e-05 9.42647e-05 8.76969e-05
threshold=0.10599500000000002 -0.089744999999999978 0.087270000000000014 -0.018084999999999997 0.07955000000000001 -0.11739999999999999 -0.092854999999999979 -0.014099999999999998 0.085005000000000011 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 -8 -10
right_child=-2 2 -4 4 -6 6 7 -9 9 -11
leaf_value=-0.019291211954434614 -0.016346542478043413 0.031063304521749682 -0.024618320353117562 -0.019837043684130709 0.032683601506862218 -0.016645449279330468 0.021612887595448979 0.025855506979495443 -0.028876360707875599 0.0088200018158902157
leaf_weight=0.0012359600397622928 0.0010324760156433773 0.0010125596634342282 0.0010116657065420602 0.0013868593315360701 0.0010114838549584977 0.0012792201056877808 0.0013886640458488368 0.0017750810185041795 0.0012971302688543529 0.0011772478000927934
leaf_count=393 557 300 323 285 245 443 409 377 402 176
internal_value=0 0.00125597 0.00349545 0.00624923 0.00355209 3.75753e-06 0.00398164 0.00866167 0.000761049 -0.0109414
internal_weight=0 0.0125759 0.0113399 0.0103282 0.00931569 0.0083042 0.00691734 0.00563812 0.00386304 0.00247438
internal_count=3910 3353 2960 2637 2337 2092 1807 1364 987 578
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=13
num_cat=0
split_feature=42 42 156 2 3 4 1 52 48 2 133 52
split_gain=6.45383e-05 0.000111082 6.57081e-05 7.65688e-05 0.000156612 0.0001467 6.49146e-05 0.000113156 0.000111589 8.11716e-05 0.000144011 0.00015198
threshold=-0.11145999999999999 -0.088669999999999985 0.090135000000000007 0.086650000000000019 -0.078884999999999997 -0.0010999999999999996 0.10561500000000001 0.11401500000000002 0.11930500000000001 0.106285 0.085050000000000014 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 9 -8 10 11 -5
right_child=1 2 -4 6 5 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.00048381217300909237 0.00061825587287154008 -0.00073526596182499143 -0.00050329466541953105 -0.00021467089666427332 0.0005766664320275242 -0.0003214132952921037 0.00071126602423044578 -0.00054737043401993776 -0.00012537569396003494 0.00059246577220280346 -0.00059664878872996553 0.00070481948871400153
leaf_weight=0.0010143146262692844 0.0011307373127334751 0.0014031286255431529 0.0010065217874322104 0.0013943760986495127 0.0012270389691803434 0.0016258971863361386 0.0015642815703465962 0.0011324730826006262 0.0010077969845363587 0.00116458418399807 0.0011040246158183957 0.0013702957028724175
leaf_count=229 251 818 346 204 268 242 289 282 97 201 394 289
internal_value=0 2.70943e-05 -2.06506e-05 1.67355e-05 -0.000198932 6.4848e-05 0.000121784 1.26275e-05 0.000383451 0.000138625 2.00693e-06 0.00024107
internal_weight=0 0.0151312 0.0140004 0.0129939 0.00425606 0.00285294 0.00873783 0.00616575 0.00257208 0.00503328 0.0038687 0.00276467
internal_count=3910 3681 3430 3084 1328 510 1756 1370 386 1088 887 493
is_linear=0
shrinkage=0.00196078


Tree=3640
num_leaves=13
num_cat=0
split_feature=158 50 48 4 124 3 150 49 42 3 4 4
split_gain=0.000119802 8.5954e-05 9.68175e-05 0.000185635 9.09393e-05 0.000258464 0.000102998 8.70266e-05 0.000162266 0.000117985 0.000174564 9.06996e-05
threshold=0.085745000000000002 0.088425000000000017 0.11930500000000001 0.27020000000000005 -0.018779999999999995 0.10223 0.086765000000000023 -0.0090499999999999973 -0.088669999999999985 -0.11266 0.05309500000000001 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 -10 11 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 -12 -13
leaf_value=-0.00048511957712679872 -0.00064547291194198017 -0.00042859252398585475 -0.00050067811879574218 0.00079277673659027383 0.00050994983491524013 0.0007545382813497404 -0.00054340292389720864 0.00061716940705045529 0.00029423183481673169 -0.0003646509700742675 0.00020916973400421043 -0.0011397634829375203
leaf_weight=0.0011185738488108171 0.0010534316937763849 0.0013845918378131991 0.0010138828575160059 0.0014391704695645565 0.0013010225344042836 0.001916690769689742 0.0013283886671254042 0.0011425915951138012 0.0013390272324261725 0.0013428846759804191 0.0012377858897508545 0.0010222309422115144
leaf_count=166 410 668 110 311 158 136 199 276 178 534 157 607
internal_value=0 3.77463e-05 8.32101e-05 0.000128098 4.66806e-05 0.000102638 -4.07526e-05 4.96558e-05 -4.87666e-05 -0.000202733 -0.000387432 -0.000699664
internal_weight=0 0.0155868 0.0142022 0.0131884 0.0117492 0.0106306 0.00871393 0.00738554 0.00608452 0.00494193 0.0036029 0.00236512
internal_count=3910 3500 2832 2722 2411 2245 2109 1910 1752 1476 1298 1141
is_linear=0
shrinkage=0.00196078


Tree=3641
num_leaves=11
num_cat=0
split_feature=4 124 3 4 3 42 16 0 48 0
split_gain=3.15448e-05 2.67834e-05 9.59001e-05 7.60571e-05 6.39575e-05 6.04399e-05 6.87308e-05 6.69499e-05 8.00497e-05 7.00581e-05
threshold=0.27608500000000008 -0.018779999999999995 0.13772500000000001 -0.08422499999999998 -0.12008499999999998 -0.088669999999999985 -0.25582999999999995 -0.081964999999999996 0.087945000000000009 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 8 9 -8
right_child=-2 2 -4 5 -6 6 7 -9 -10 -11
leaf_value=-0.016443722784635153 0.012673231371571534 -0.0041202300641192324 0.026148591807492346 0.022098517202527639 -0.038291896246770207 -0.025653026716903365 0.034533180745438201 -0.01817435236257221 -0.014464644460660012 0.0028263088357707955
leaf_weight=0.0011436587658110219 0.0016985284186522868 0.0011775144252360115 0.0012123307646164936 0.0011619116282074286 0.0010240632337325988 0.0010821065036596385 0.0012941796085855091 0.0012384381732595284 0.0010910160784206669 0.0015098915930622653
leaf_count=218 441 223 118 234 488 164 103 875 225 821
internal_value=0 -0.0018921 -0.000349944 -0.00370359 -0.0200152 0.00116405 -0.00274931 0.00207861 0.00851801 0.0174602
internal_weight=0 0.0119351 0.0107915 0.00957912 0.00220158 0.00737754 0.00621563 0.00513353 0.00389509 0.00280407
internal_count=3910 3469 3251 3133 711 2422 2188 2024 1149 924
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=14
num_cat=0
split_feature=484 50 42 43 52 151 16 49 2 2 2 16 1
split_gain=0.000122519 9.0366e-05 8.50824e-05 0.00011574 0.000124739 0.000206136 0.000161183 0.00013562 7.94105e-05 0.000130293 0.00010775 9.87427e-05 3.66555e-05
threshold=-0.0043499999999999988 0.096815000000000012 -0.11145999999999999 -0.15109999999999998 0.090640000000000012 -0.0088999999999999982 -0.055679999999999993 -0.047309999999999998 0.086545000000000025 0.11203000000000002 0.098535000000000025 -0.089864999999999987 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -6 -5 11 10 -10 -7 -13
right_child=1 -3 3 4 6 8 -8 -9 9 -11 -12 12 -14
leaf_value=-0.00062511864502561867 -0.00054914673362155286 0.00059867119316251783 0.00052081769750568995 0.00010885752421681555 -0.0010112533222370707 -0.00050523613516154596 8.879432881758326e-06 -0.0008359572544955052 0.00036019166453277001 -4.1393692067022459e-05 0.0011590165908127842 0.00048152671024959403 -2.4184949508009582e-05
leaf_weight=0.0011628225886010637 0.0010269649141966394 0.0010201941394470853 0.0016663380489923283 0.0010120067075747581 0.0010413898154427934 0.001052781415641758 0.0013906889317023786 0.0013814286445483575 0.0017962904169315911 0.0016786793874836218 0.0010165943307359551 0.0010850130233041122 0.0011197414640686226
leaf_count=612 182 317 210 212 343 247 207 220 350 291 216 370 133
internal_value=0 3.36751e-05 -4.07762e-06 3.52292e-05 -2.9119e-05 6.65119e-05 -0.00042793 -0.000436465 0.000221865 0.000390904 0.000648892 -1.12113e-05 0.000224688
internal_weight=0 0.0162881 0.0152679 0.014241 0.0125746 0.0101425 0.00243208 0.00239344 0.0077491 0.00449156 0.00281288 0.00325754 0.00220475
internal_count=3910 3298 2981 2799 2589 2039 550 432 1607 857 566 750 503
is_linear=0
shrinkage=0.00196078


Tree=3643
num_leaves=11
num_cat=0
split_feature=159 50 52 159 0 42 0 49 42 1
split_gain=2.76567e-05 4.13313e-05 6.9418e-05 6.35696e-05 0.000106681 0.000106177 0.000100556 4.88574e-05 8.36734e-05 8.30044e-05
threshold=-0.034019999999999988 0.077805000000000013 0.11401500000000002 0.090705000000000022 -0.017269999999999997 -1.0000000180025095e-35 -0.072864999999999985 -0.045004999999999996 0.084100000000000022 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.015701048166152465 -0.025516052180273821 0.020280557605977009 -0.02550358582103672 -0.021624327973706572 0.028470572699918081 0.012582246298656627 0.0338402867950389 0.020356497981345468 -0.029809146216258423 -0.016166097898177894
leaf_weight=0.0010461298495956202 0.0013719811552710707 0.0010434192316655161 0.001013097100651182 0.0010355482469643342 0.0015495902533635532 0.0019342097075763379 0.0010252677433873255 0.0013157070648875729 0.0011205545076883386 0.0011806700601358399
leaf_count=520 681 517 264 372 245 253 239 164 521 134
internal_value=0 0.00122051 -0.000501863 0.00190276 0.00446788 -0.000211602 0.00506745 -0.000246744 -0.00710724 0.00308301
internal_weight=0 0.01259 0.0115466 0.0105335 0.00949798 0.00794839 0.00657641 0.00555114 0.00361693 0.00249638
internal_count=3910 3390 2873 2609 2237 1992 1311 1072 819 298
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=10
num_cat=0
split_feature=4 2 0 133 52 3 43 15 16
split_gain=3.58392e-05 6.87399e-05 6.72675e-05 6.13316e-05 8.00434e-05 9.44722e-05 8.56906e-05 7.33349e-05 4.65862e-05
threshold=0.15927500000000003 0.10910500000000002 -0.11756999999999999 0.090085000000000012 0.071660000000000015 -0.078884999999999997 -0.0012249999999999997 -0.096369999999999983 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 -8 -6
right_child=2 -3 -4 -5 8 6 7 -9 -10
leaf_value=-0.034537267761774897 -0.0044296744143563953 0.013861109098790764 0.02403662733809759 -0.028570076044905524 -0.0013976550417794996 0.017697688641750982 0.0055219838837674484 -0.029123945099460515 0.028417666360619282
leaf_weight=0.0012258761921523312 0.0017679341805435834 0.001955241391136525 0.0015649299226310023 0.0011358578950626278 0.001096778176605783 0.0013438097577920778 0.0011026485712078565 0.0013700760109939146 0.001003585259105075
leaf_count=917 244 462 366 580 556 231 68 242 244
internal_value=0 -0.00300301 0.00893654 -0.00698596 -0.00355361 -0.0103858 -0.00262827 -0.0136745 0.0128486
internal_weight=0 0.0102339 0.00333286 0.00827863 0.00714277 0.00504241 0.00381653 0.00247272 0.00210036
internal_count=3910 3300 610 2838 2258 1458 541 310 800
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=10
num_cat=0
split_feature=4 49 52 2 133 2 42 2 0
split_gain=3.11398e-05 2.9047e-05 4.96673e-05 5.27675e-05 6.60756e-05 6.30893e-05 7.63976e-05 0.000152542 8.25775e-05
threshold=0.27020000000000005 0.093040000000000012 0.11401500000000002 0.106285 0.089845000000000022 0.089910000000000004 0.085195000000000007 0.085255000000000011 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.016585373093516664 0.011888339862217431 0.014291612616841996 -0.023423447680685047 0.014807082456932073 -0.027277070324923471 0.014881795209507519 0.012465915516019329 -0.047564068025784854 -0.020407034447920795
leaf_weight=0.0012459694978840304 0.0018766142168695271 0.0010010025501913976 0.0011221997576771068 0.0016964652875675161 0.0011076255666271264 0.0018363952489589977 0.0014392517099985447 0.0010127689587703403 0.0011701817806414926
leaf_count=66 472 461 462 319 393 393 462 403 479
internal_value=0 -0.00199357 -0.00352699 -0.00117883 -0.00465027 -0.000912219 -0.00687011 -0.0149862 -0.00133066
internal_weight=0 0.0116319 0.0106309 0.00950866 0.00781219 0.00670457 0.00486817 0.00342892 0.00241615
internal_count=3910 3438 2977 2515 2196 1803 1410 948 545
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=14
num_cat=0
split_feature=484 133 0 52 52 474 160 133 16 160 1 15 15
split_gain=8.47698e-05 7.08774e-05 7.6589e-05 6.09756e-05 7.97419e-05 0.000109894 0.000132661 0.000133429 7.1425e-05 7.03833e-05 5.57184e-05 6.91908e-05 9.88858e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -0.37613999999999997 -0.096614999999999993 0.084655000000000022 -1.0000000180025095e-35 0.083815000000000014 -0.055679999999999993 0.086110000000000006 0.076710000000000014 -0.10469999999999999 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 10 -8 -12 -13
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 12 -14
leaf_value=-0.00055369196411640253 -0.00044262924581727614 -0.00046197771960560565 0.00056960814391365691 0.00055326541748799084 -0.00062679460114210795 0.00062144920992620266 -0.00022643380332948077 0.0007018147201440949 -0.0004936569192741636 -0.00038404928262938595 -6.4190904174720752e-05 0.00087625054516720789 3.1640700259929987e-05
leaf_weight=0.0010657244333406582 0.0010296633365367335 0.0010943790893670783 0.0010343950532617869 0.0011177305550800097 0.0013671711484537956 0.0010021734709003164 0.0012414340943854309 0.0010059443007232292 0.0012162252373939695 0.0012768181201093659 0.0015311316466218839 0.0011408377658324352 0.001000177561247915
leaf_count=612 337 472 70 241 506 207 578 157 171 80 160 130 189
internal_value=0 1.85465e-05 5.62066e-05 1.51325e-05 5.47422e-05 3.06166e-06 -6.03073e-05 3.17556e-05 -5.92497e-05 2.60981e-05 0.000132677 0.000254081 0.00048169
internal_weight=0 0.0150581 0.0139637 0.0129293 0.0118996 0.0107819 0.00977974 0.00841257 0.00740662 0.0061904 0.00491358 0.00367215 0.00214102
internal_count=3910 3298 2826 2756 2419 2178 1971 1465 1308 1137 1057 479 319
is_linear=0
shrinkage=0.00196078


Tree=3647
num_leaves=11
num_cat=0
split_feature=48 4 12 3 48 52 3 0 4 2
split_gain=2.83251e-05 6.35232e-05 4.55042e-05 7.42338e-05 5.94977e-05 5.08018e-05 6.3789e-05 6.80263e-05 5.49615e-05 5.05503e-05
threshold=0.11930500000000001 0.28937500000000005 -0.051479999999999991 0.11476000000000001 0.090910000000000005 -0.092084999999999986 -0.083144999999999983 -0.087479999999999988 -0.08422499999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 9 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.020439195490276021 -0.015976094360448386 0.021564548083614587 -0.022227275611072083 0.024455933359407336 0.019187450075582091 -0.0066276523157988362 0.014370654716545826 -0.032023365300073138 0.022763886702187673 -0.013802116460885069
leaf_weight=0.0011136734952431953 0.0010348734092550911 0.0013689949457301046 0.0014584702782313936 0.0011772673524458885 0.0011257408356999078 0.0010973796926371203 0.0011304774477381616 0.0010170532142869219 0.001514008704103338 0.0014586911380462561
leaf_count=264 161 388 566 109 234 430 157 774 559 268
internal_value=0 0.0012412 -0.00126698 0.000872658 -0.00228167 -0.00543024 -0.00149014 -0.0101094 0.0104127 -0.00150138
internal_weight=0 0.0124618 0.0110928 0.00997909 0.00880182 0.00767608 0.00621761 0.00360622 0.00261139 0.00258917
internal_count=3910 3749 3361 3097 2988 2754 2188 1199 989 425
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=10
num_cat=0
split_feature=159 50 52 0 42 151 43 2 15
split_gain=2.66411e-05 3.74601e-05 6.01896e-05 5.32724e-05 8.75399e-05 6.01836e-05 8.57217e-05 5.06101e-05 8.51463e-05
threshold=-0.034019999999999988 0.077805000000000013 0.11401500000000002 -0.017269999999999997 -1.0000000180025095e-35 -0.083919999999999981 -0.074254999999999988 0.086650000000000019 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=-0.01543557748666833 -0.024428096721455416 0.019459529403864001 -0.023851922692069479 0.01745307046305308 -0.019489875927121769 0.027030688003365968 -0.014362223699385064 0.024337001071290863 -0.009465309243121358
leaf_weight=0.0010412022845781429 0.0013905421889923103 0.0010321038053477541 0.0010012117583981248 0.0018017696549589542 0.0010217730247782837 0.0015531382510711803 0.0016207020748055293 0.0015044156858406252 0.0014766427767715937
leaf_count=520 748 517 264 322 265 445 316 190 323
internal_value=0 0.00121823 -0.000437578 0.00182327 -0.00146383 0.0029857 0.00671686 -0.000139251 0.0075933
internal_weight=0 0.0124023 0.0113702 0.010369 0.00856721 0.00717667 0.0061549 0.00460176 0.00298106
internal_count=3910 3390 2873 2609 2287 1539 1274 829 513
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=14
num_cat=0
split_feature=158 41 159 39 13 2 48 133 42 2 2 12 15
split_gain=0.000114918 9.34745e-05 0.000110211 7.59192e-05 8.56625e-05 8.28377e-05 0.000176058 0.000104939 0.000119832 0.000116244 7.1499e-05 5.41071e-05 2.2681e-05
threshold=0.085745000000000002 1.0000000180025095e-35 0.08764000000000001 0.005105000000000001 -0.094679999999999986 0.11230000000000001 0.083775000000000002 0.084285000000000013 0.091230000000000019 0.085255000000000011 0.091025000000000009 0.088375000000000023 -0.048914999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 7 8 9 12 -8 -1 -6
right_child=-2 -3 -4 -5 5 -7 10 -9 -10 -11 -12 -13 -14
leaf_value=0.00064270811988177191 -0.00065009865375245039 -0.00054619319315504062 0.00065120535880661622 0.00041325830971143359 0.00019291370000430641 -0.00050408344483060606 9.5045664460930934e-05 -0.00080205544272787485 0.00048015992646371642 -0.00082655691673158636 0.00079176862897984476 4.0388853457872876e-05 -0.00022274542526844499
leaf_weight=0.0010040774964169179 0.001014551568663139 0.00100643993296927 0.0011606541754800954 0.0016561020806966564 0.0010008774413827362 0.0017585395427379231 0.0012017560883468966 0.0010009321814944969 0.0010423580877963468 0.001028522815911852 0.0010709356139025454 0.0013368371706821841 0.001018135105990756
leaf_count=152 410 194 277 304 122 285 167 708 159 495 124 95 418
internal_value=0 3.13616e-05 7.20679e-05 2.08311e-05 -3.58644e-05 -0.000121731 -3.04181e-05 -0.000232995 -9.37276e-05 -0.000290016 0.000423355 0.000298739 -1.66923e-05
internal_weight=0 0.0152862 0.0142797 0.0131191 0.011463 0.00912206 0.00736352 0.00509083 0.00408989 0.00304754 0.00227269 0.00234091 0.00201901
internal_count=3910 3500 3306 3029 2725 2478 2193 1902 1194 1035 291 247 540
is_linear=0
shrinkage=0.00196078


Tree=3650
num_leaves=12
num_cat=0
split_feature=48 158 50 4 40 42 3 3 2 3 2
split_gain=0.000108113 0.000125014 0.000126736 0.000126587 0.000110285 0.000109465 0.000117008 9.01753e-05 0.000103016 0.000153912 8.66756e-05
threshold=0.12862000000000004 0.084965000000000027 0.088425000000000017 0.27020000000000005 -1.0000000180025095e-35 -0.087904999999999983 0.10223 -0.11266 0.092865000000000017 -0.076734999999999984 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 -9 -11
right_child=-2 -3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00044456560312338816 -0.00060443437858300451 -0.00064094906793706844 -0.00053200553171208788 0.00064614690889816604 0.0005817677365064375 0.00032412324881368249 0.00053024046411989526 -0.00054892947859472351 -0.00069725502671486744 -5.049730101921883e-05 0.00062773377987712924
leaf_weight=0.0014665152324542649 0.0011021776976418421 0.0010008838075891901 0.0012182463992121981 0.0016013728800867077 0.0017222286554352843 0.0018111601731066245 0.001570344775696661 0.0015511845436542914 0.0011687030480016982 0.0018935912759674867 0.0011733180873679042
leaf_count=216 123 415 632 319 326 204 126 856 420 181 92
internal_value=0 3.02458e-05 7.45103e-05 0.000127445 6.02255e-05 0.000128201 4.29997e-05 -5.77031e-05 -0.000177208 -4.55991e-05 0.000208976
internal_weight=0 0.0161775 0.0151767 0.0139584 0.012357 0.0108905 0.0091683 0.00759796 0.0057868 0.00461809 0.00306691
internal_count=3910 3787 3372 2740 2421 2205 1879 1753 1549 1129 273
is_linear=0
shrinkage=0.00196078


Tree=3651
num_leaves=12
num_cat=0
split_feature=4 0 43 15 1 150 1 1 15 2 2
split_gain=3.24926e-05 6.5954e-05 4.68011e-05 4.39936e-05 7.38226e-05 8.33051e-05 6.79002e-05 8.73716e-05 5.84961e-05 6.89355e-05 5.36488e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.24333999999999997 -0.0063699999999999989 0.091560000000000016 0.084800000000000014 0.11167500000000001 0.12200500000000002 0.088615000000000013 0.087995000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 10 -8 9 -5 -6
right_child=1 -3 3 8 6 -7 7 -9 -10 -11 -12
leaf_value=-0.017349755776914142 -0.021489827773338098 0.023262682078778969 -0.039245661151133981 0.0026934900448641096 0.00053420661418955757 0.00084941858466126884 -0.027734560314971065 0.01165360806849311 -0.0071227179225808492 0.036042543987198757 0.032966420576620359
leaf_weight=0.0010082300096257131 0.0010227073636239646 0.0012337150296257227 0.0010607157808215518 0.001305336157733393 0.0010339306146266228 0.0010131364169510626 0.0011619500566154093 0.0010928436472163394 0.0013839255681524967 0.0011802933922505608 0.0010066072705414882
leaf_count=176 194 239 880 569 146 185 183 266 783 139 150
internal_value=0 0.00131244 -0.00109226 0.000945178 -0.0041641 -0.0196581 0.00331662 -0.00864407 0.00935492 0.0185292 0.0165332
internal_weight=0 0.0124952 0.0112614 0.0102387 0.00636918 0.00207385 0.00429533 0.00225479 0.00386956 0.00248563 0.00204054
internal_count=3910 3734 3495 3301 1810 1065 745 449 1491 708 296
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=10
num_cat=0
split_feature=4 0 4 4 1 4 2 2 16
split_gain=2.64072e-05 5.37301e-05 4.18267e-05 5.55209e-05 5.07519e-05 5.85968e-05 7.88933e-05 5.52463e-05 6.89542e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 0.12730000000000002 -0.0037349999999999992 1.0000000180025095e-35 0.113945 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8
right_child=1 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.015662087523541868 -0.019442871412344718 0.021050718970726544 0.021144779530667446 -0.023004344798059594 0.016897767168665045 -0.020185511372748585 0.0013363233314399004 -0.010513956069413704 0.031176592951038747
leaf_weight=0.0010053470730937474 0.0011068160844766401 0.0012273725415016317 0.0012085404958568123 0.0014315736396411875 0.0012595425193034117 0.0015393790252859561 0.001958120269175136 0.0014208655897736803 0.0012809683926820327
leaf_count=176 498 239 534 1096 261 232 328 275 271
internal_value=0 0.00118744 -0.000988191 0.00103438 -0.00169936 -0.00476897 -0.000557989 0.00592581 0.0131373
internal_weight=0 0.0124332 0.0112058 0.010099 0.00889045 0.00763091 0.00619933 0.00465995 0.00323909
internal_count=3910 3734 3495 2997 2463 2202 1106 874 599
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=11
num_cat=0
split_feature=52 52 1 12 43 12 49 3 2 1
split_gain=2.54292e-05 5.35397e-05 4.70132e-05 3.6331e-05 5.20434e-05 6.33063e-05 9.64738e-05 7.5335e-05 7.54677e-05 8.79887e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.085990000000000011 0.10214500000000001 -0.15109999999999998 0.090480000000000019 -0.014989999999999998 0.10856000000000002 0.089070000000000024 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 8 9 -8
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.01444790268985055 0.00085255267512779212 0.021937785049121812 0.031164566898161217 -0.017438234286070883 -0.020905162870077577 -0.023347621773071332 -0.015448853337102417 -0.01101745300236329 0.034459308920620352 0.022906671547026844
leaf_weight=0.0011259216545852846 0.0010227041257587506 0.0010098630111247458 0.0010239780598418071 0.0012829034938785502 0.0014841017763565674 0.0011978182145228255 0.0011271215367990549 0.0014938302978721851 0.0013494610459574407 0.0012742800088883554
leaf_count=425 278 151 268 376 295 636 759 171 329 222
internal_value=0 0.00125507 0.016018 -0.00170157 0.000557561 -0.00216631 0.00160425 0.00797379 0.0155373 0.00490413
internal_weight=0 0.0122661 0.00204668 0.0102194 0.00893648 0.00792661 0.00672879 0.00524469 0.00375086 0.0024014
internal_count=3910 3485 546 2939 2563 2412 1776 1481 1310 981
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=12
num_cat=0
split_feature=158 50 160 156 51 457 1 0 2 0 1
split_gain=2.98053e-05 5.78684e-05 5.49791e-05 5.27583e-05 5.66323e-05 5.7258e-05 5.37491e-05 5.04087e-05 0.000157411 4.17647e-05 6.22035e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085519999999999985 0.084330000000000016 0.08955500000000001 0.084670000000000009 0.11561500000000001 -0.077944999999999987 0.10113500000000002 -0.099864999999999995 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -9 10 -4
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.025347970795424519 -0.01646668211424774 -0.020637867109419627 0.01608783232116507 -0.019644218934264889 -0.018707552367556699 0.028799860915645577 0.021980479240235891 0.035665139480775258 -0.015975408832447104 -0.023225430404670643 -0.017376996294873531
leaf_weight=0.0010400146324235542 0.0010219600408312409 0.0010949092472184287 0.0011362458582054634 0.0010839503250467111 0.001003798312957333 0.0010060139029568161 0.0012656916885220391 0.0012111933869212428 0.0011514190393265651 0.0012319348418916723 0.0010866241395767863
leaf_count=350 488 655 135 364 182 136 215 224 225 811 125
internal_value=0 0.0013057 0.00344767 0.00120959 0.00369553 0.00647559 0.00330487 -0.00075837 0.0104981 -0.00845627 -0.00027106
internal_weight=0 0.0123118 0.0112169 0.0101769 0.00909292 0.00808912 0.00708311 0.00581742 0.00236261 0.0034548 0.00222287
internal_count=3910 3422 2767 2417 2053 1871 1735 1520 449 1071 260
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=13
num_cat=0
split_feature=484 15 49 151 49 42 43 2 52 16 3 47
split_gain=0.000101131 6.6051e-05 7.44035e-05 8.88793e-05 7.88898e-05 8.60119e-05 6.53429e-05 7.57594e-05 0.000107596 0.000138828 8.74266e-05 9.00717e-05
threshold=-0.0043499999999999988 -0.24219999999999997 -0.14917999999999998 0.056555000000000001 -0.047309999999999998 0.091955000000000023 0.14198000000000002 0.085355000000000014 -0.0066199999999999991 -0.074719999999999995 -0.078884999999999997 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 10 -9 -10 -6 -12
right_child=1 2 3 -5 5 -7 -8 8 9 -11 11 -13
leaf_value=-0.00059335558175235164 0.00050603997421713189 0.00050636365298597987 0.00044117572076691965 -0.00058646681895833594 -0.00022984816734160794 -0.00043732644889148522 0.00048698238793318959 -0.00072522237262305804 -0.00042928023030522615 0.00045701620267819229 0.00084125431502130997 3.5914527117871069e-05
leaf_weight=0.0010422804796893217 0.0010774624000184111 0.0010381891296734639 0.0014287513082463761 0.0010481554591269546 0.0012567454946863774 0.0018181431143539642 0.0010649563288215105 0.0011443818905629479 0.0014321665443195511 0.0012928767415584463 0.0010249901575899536 0.001114500730853063
leaf_count=612 291 111 278 114 556 531 179 435 439 197 110 57
internal_value=0 3.86419e-05 1.78523e-06 -3.97055e-05 9.79488e-06 -5.09353e-05 3.33939e-05 -3.30903e-05 -0.00022067 -8.78341e-06 0.000180625 0.000421738
internal_weight=0 0.0147413 0.0136639 0.0126257 0.0115775 0.0101488 0.00833062 0.00726566 0.00386943 0.00272504 0.00339624 0.00213949
internal_count=3910 3298 3007 2896 2782 2504 1973 1794 1071 636 723 167
is_linear=0
shrinkage=0.00196078


Tree=3656
num_leaves=10
num_cat=0
split_feature=1 13 3 52 47 2 12 16 52
split_gain=2.68259e-05 5.22197e-05 5.13215e-05 5.08243e-05 6.00934e-05 6.40732e-05 4.94141e-05 3.12643e-05 3.08669e-05
threshold=0.10752500000000002 -0.077154999999999987 0.11265500000000002 0.11401500000000002 0.080860000000000015 0.092175000000000021 0.086935000000000012 0.15737500000000001 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 8 -7 -1
right_child=1 2 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.0054048712101459513 0.025963603710874514 0.011034442084989847 -0.015550299973780581 -0.022475711842447749 -0.021450951389145895 0.023707799625044202 -0.019851192297535403 0.0023081507396268334 0.016333208068474197
leaf_weight=0.0016468698864244907 0.0010477091032620629 0.0017532011389810248 0.0012395929854120968 0.0011721995187336477 0.0011426634047087773 0.0016616670279838222 0.0014073523605055097 0.0011588185329844767 0.0010826095872523917
leaf_count=447 307 366 86 500 271 456 791 300 386
internal_value=0 0.00674962 2.32404e-05 -0.00301378 -0.000197318 0.00329336 -0.00463066 0.0149156 0.00321723
internal_weight=0 0.0040405 0.00299279 0.00927218 0.00809998 0.00695732 0.00413683 0.00282049 0.00272948
internal_count=3910 759 452 3151 2651 2380 1624 756 833
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=14
num_cat=0
split_feature=484 42 42 3 1 2 2 157 16 4 49 15 42
split_gain=8.33498e-05 7.49625e-05 8.76233e-05 6.46963e-05 5.39442e-05 8.05843e-05 0.000131606 6.74403e-05 9.81845e-05 7.22759e-05 8.28723e-05 0.000115534 4.46095e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.088669999999999985 -0.15464999999999998 0.077800000000000022 0.088485000000000022 0.10393500000000001 -0.074224999999999985 0.050115000000000007 -0.0025899999999999994 -0.045004999999999996 -0.11399999999999998 0.087605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 12 -6 9 -9 -11 -12 -7
right_child=1 2 3 4 7 6 -8 8 -10 10 11 -13 -14
leaf_value=-0.00054166753991977828 -0.0004798244658697447 0.00059508514796790569 0.00047723862744545844 -0.00068175194793980182 0.00054907570103667586 -3.8043840969004424e-05 -0.00058629514929596125 0.00054882894294976667 -0.00053203937153187904 0.00039009316757191201 0.00018998144200206687 -0.00059056675812082984 0.00054148850186342367
leaf_weight=0.0010422785794392932 0.0010257585738635356 0.0011210415944133282 0.0011040962889521276 0.0010060840619831898 0.0010172949962145034 0.0010230312453850896 0.0011151038155906741 0.0011558640554214525 0.0010860670582934582 0.001393328498489783 0.0014930339301211033 0.0014248376824521885 0.0010196123564475304
leaf_count=612 204 239 201 554 172 267 228 444 193 124 257 148 267
internal_value=0 3.17771e-05 6.93704e-05 2.34652e-05 -1.92312e-05 -0.000198493 -4.45228e-05 7.93652e-05 6.44823e-06 0.000113422 -3.31349e-06 -0.000191171 0.000251237
internal_weight=0 0.0149852 0.0139594 0.0128384 0.0117343 0.00416383 0.00315775 0.00757043 0.00655313 0.00546706 0.0043112 0.00291787 0.00204264
internal_count=3910 3298 3094 2855 2654 1316 762 1338 1166 973 529 405 534
is_linear=0
shrinkage=0.00196078


Tree=3658
num_leaves=11
num_cat=0
split_feature=158 50 160 156 51 457 12 15 4 2
split_gain=2.59317e-05 4.34896e-05 4.67223e-05 4.20477e-05 4.67084e-05 5.01074e-05 4.11237e-05 6.77284e-05 8.28921e-05 6.14907e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085519999999999985 0.084330000000000016 0.08955500000000001 0.082870000000000013 0.097345000000000015 -0.017214999999999998 -0.078484999999999985 0.089710000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -9 -4
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=0.023304150500804373 -0.015353182671738512 -0.01778849667490873 -0.032144399146510613 -0.017579892534445241 -0.017091434413145722 0.025463078027720631 0.015687921849394545 -0.0066988645103559898 0.027569315673346043 0.0005942422993974666
leaf_weight=0.0010368421873712648 0.0010222859350837834 0.0010960649408810882 0.0010741341083525698 0.0010856058612966632 0.0010045375981824313 0.0011141850784587241 0.0017895540041330607 0.0016056399802700995 0.0012596581673820302 0.0012314122797103032
leaf_count=350 488 655 227 364 182 174 327 601 232 310
internal_value=0 0.00122242 0.00308262 0.00101994 0.00324396 0.00577383 0.00262208 -0.00189982 0.0083663 -0.0146584
internal_weight=0 0.0122976 0.0112016 0.0101647 0.00907912 0.00807458 0.0069604 0.00517084 0.0028653 0.00230555
internal_count=3910 3422 2767 2417 2053 1871 1697 1370 833 537
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=11
num_cat=0
split_feature=4 52 15 12 160 0 4 4 13 0
split_gain=2.74272e-05 3.35304e-05 4.60704e-05 6.00393e-05 6.56452e-05 6.64402e-05 0.000151645 8.89217e-05 7.80944e-05 4.84441e-05
threshold=0.27020000000000005 0.14114500000000005 -0.10312999999999999 0.10129000000000001 0.087260000000000018 -0.10071499999999999 -0.0021099999999999995 -0.078484999999999985 0.0015650000000000002 -0.14070999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 8 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.022305281239647659 0.011292225580410525 0.013307889833017042 0.0056686985169548442 -0.02276792226910735 -0.018058423119361285 -0.017219114910555399 -0.034546628688229518 0.033526888560982133 0.019641322046286741 0.036685790802690625
leaf_weight=0.0011877819930307476 0.0018384003614043817 0.0012915146338403202 0.0010138192952952735 0.001141468700011623 0.0013739710949130417 0.0013461272054406184 0.0010251593021189647 0.001049866831725834 0.0010030740881483459 0.0010004530882463713
leaf_count=275 472 475 142 329 305 758 281 585 205 83
internal_value=0 -0.00186755 -0.00380009 -0.00134529 0.00178474 0.00601926 -0.000835049 0.00933237 -0.00148026 0.0210743
internal_weight=0 0.0114332 0.0101417 0.00895394 0.00781247 0.0064385 0.00442423 0.00339907 0.0023492 0.00201427
internal_count=3910 3438 2963 2688 2359 2054 1829 1548 963 225
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=10
num_cat=0
split_feature=1 4 42 43 2 2 42 52 0
split_gain=2.85393e-05 5.52715e-05 4.56374e-05 4.25812e-05 3.97806e-05 4.36608e-05 5.70906e-05 8.49278e-05 7.12582e-05
threshold=0.085835000000000009 -0.082054999999999975 0.083725000000000008 0.0016850000000000001 0.11462500000000002 0.10796500000000002 0.086325000000000013 -0.069134999999999988 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -2 -9
right_child=4 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0058788505982574311 -0.013521569299716646 -0.027290897969091701 -0.001727342689287692 0.019897151922356401 0.016843238546438436 -0.018995909660862453 -0.016413558073743114 0.038721525987750582 0.0057353478227478178
leaf_weight=0.0015479206968735202 0.0011306093323810735 0.0014964992275766675 0.0013094108541271221 0.0010937450323665332 0.0018085465469520161 0.0010136673590785215 0.0010900879033301594 0.0011005111710176698 0.001617345600146224
leaf_count=534 259 649 926 91 413 114 503 119 302
internal_value=0 -0.00558784 -0.0153614 0.00479335 0.00385476 -9.17062e-05 0.00378849 0.00951078 0.0190921
internal_weight=0 0.00544758 0.00280591 0.00264167 0.00776077 0.00595222 0.00493855 0.00384847 0.00271786
internal_count=3910 2200 1575 625 1710 1297 1183 680 421
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=12
num_cat=0
split_feature=484 474 49 42 151 151 47 42 43 52 1
split_gain=9.36166e-05 7.84724e-05 8.2442e-05 9.30852e-05 0.00011187 0.000105582 0.000103102 9.32136e-05 0.000143027 7.49494e-05 0.00013344
threshold=-0.0043499999999999988 0.084655000000000022 -0.14917999999999998 0.10269500000000001 0.056555000000000001 -0.084764999999999993 0.10783500000000001 -1.0000000180025095e-35 -0.077544999999999989 0.083750000000000005 0.089075000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 10 -10
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00057737949634167278 0.00051133066442723713 0.00050547757967325184 -0.00048781444511867232 -0.00062885184768523823 -0.00060810865223888746 -0.00038734594446795907 0.00058732085433906651 0.00066677753283955266 0.00049599725850925239 -0.00039779405672783297 -0.00023635604277449986
leaf_weight=0.0010498219505611943 0.0010672291408730357 0.001217639340366357 0.0012459576770148936 0.0010049490620561265 0.0010889088219046454 0.0016358794158583241 0.0015220571392830723 0.0015073286572599223 0.0018920505250322765 0.0014495078047480768 0.0019345901700200999
leaf_count=612 105 318 254 363 111 853 115 327 215 338 299
internal_value=0 2.75723e-05 -1.29837e-05 -5.51156e-05 -8.14899e-06 5.02473e-05 0.000117683 3.27811e-05 0.000134097 -1.80825e-05 0.00012575
internal_weight=0 0.0155661 0.0143485 0.0132812 0.0122763 0.0111874 0.00994141 0.00841936 0.00678348 0.00527615 0.00382664
internal_count=3910 3298 2980 2875 2512 2401 2147 2032 1179 852 514
is_linear=0
shrinkage=0.00196078


Tree=3662
num_leaves=10
num_cat=0
split_feature=159 50 484 49 2 3 52 1 12
split_gain=2.72825e-05 3.5627e-05 5.12855e-05 4.98094e-05 6.15478e-05 0.00011132 9.05403e-05 9.37268e-05 8.04962e-05
threshold=-0.034019999999999988 0.077805000000000013 0.084225000000000008 -0.081629999999999994 0.113945 0.094625000000000015 -0.066329999999999986 0.092550000000000007 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.015680095488902032 0.01343195821699312 0.019101150062561377 0.018460815152987402 -0.032373081641220991 -0.025510766772280341 0.020004979521143801 0.021929128868987253 -0.027972266623734744 -0.011439075739016901
leaf_weight=0.0010287822168575369 0.0015865960216253786 0.0010270273361637104 0.0012814279983985781 0.0012887937245873336 0.0013423366544378377 0.0017134381226774987 0.0016408064765994592 0.0010193922824383965 0.0012923887664389102
leaf_count=520 238 517 374 501 399 128 411 176 646
internal_value=0 0.00127776 -0.000361719 -0.00280206 -0.00590636 -0.00212255 -0.00935616 -0.00185119 0.00722684
internal_weight=0 0.0121922 0.0111652 0.00988375 0.00829716 0.00695482 0.00524138 0.00395259 0.0029332
internal_count=3910 3390 2873 2499 2261 1862 1734 1233 1057
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=11
num_cat=0
split_feature=1 42 133 16 3 52 4 13 3 13
split_gain=3.05707e-05 4.61967e-05 5.72665e-05 4.96458e-05 6.45968e-05 7.72497e-05 8.03625e-05 4.06306e-05 4.86201e-05 2.89699e-05
threshold=0.10752500000000002 0.092145000000000019 0.065880000000000008 -0.19424999999999998 -0.078884999999999997 -0.069134999999999988 -1.0000000180025095e-35 -0.077154999999999987 0.11265500000000002 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -2 -9 -4
right_child=7 -3 9 4 5 6 -8 8 -10 -11
leaf_value=-0.025284747530704324 0.024268027675505958 -0.022591665384002681 0.0010296031287087858 -0.017838768681490497 -0.015238483914677765 0.036830098771138825 -0.0016588446261595825 0.012026465885669968 -0.013969774919388601 0.024228315243837013
leaf_weight=0.0010630891019967345 0.0010387472813971413 0.0010858471803506893 0.0010168684762798374 0.0016039700300349842 0.001074173975391321 0.0010830120101106497 0.0010869047386727585 0.0017416985247908278 0.0012257648764465445 0.001143759302424204
leaf_count=153 307 602 371 1034 197 173 144 366 86 477
internal_value=0 -0.00322681 -0.000621772 -0.00571414 -0.00142267 0.00669391 0.0175511 0.00724654 0.00128824 0.0133102
internal_weight=0 0.00915762 0.00807178 0.00591115 0.00484806 0.00324409 0.00216992 0.00400621 0.00296746 0.00216063
internal_count=3910 3151 2549 1701 1548 514 317 759 452 848
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=10
num_cat=0
split_feature=1 12 3 15 48 16 133 2 4
split_gain=2.59117e-05 5.12931e-05 0.000169783 4.5491e-05 0.000106034 4.88093e-05 8.32597e-05 5.9053e-05 3.00744e-05
threshold=0.095575000000000007 0.090840000000000018 0.082730000000000012 -0.0063699999999999989 0.08407000000000002 0.15737500000000001 0.065880000000000008 0.088485000000000022 0.056740000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 -5 -4
right_child=1 -3 8 5 -6 -7 -8 -9 -10
leaf_value=-0.039880676124617855 0.043632553315371317 -0.0096045104864334475 0.0098189499946631422 -0.015879156414486291 0.00044289561597820145 -0.014370902892240439 0.031805913474937567 0.015265773496347366 -0.011633876896025729
leaf_weight=0.0010072892241388067 0.0011534202165709466 0.0016298710350464334 0.0011560770112946232 0.0013461976804161379 0.0018494741726671556 0.0013035640530512796 0.001053649962997779 0.0011113958072599779 0.001503105138107636
leaf_count=812 391 411 150 704 402 108 476 261 195
internal_value=0 0.0052434 0.0115908 -0.00377804 -0.0137751 0.00215351 0.00828827 -0.00179451 -0.00230728
internal_weight=0 0.00544247 0.0038126 0.00767157 0.00285676 0.00481481 0.00351124 0.00245759 0.00265918
internal_count=3910 1147 736 2763 1214 1549 1441 965 345
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=9
num_cat=0
split_feature=4 12 3 47 52 42 3 0
split_gain=2.77476e-05 2.90673e-05 3.82596e-05 5.55749e-05 5.18193e-05 4.98475e-05 4.52577e-05 4.17772e-05
threshold=0.27020000000000005 -0.051479999999999991 0.11476000000000001 0.09550500000000002 -0.092854999999999979 -1.0000000180025095e-35 -0.083144999999999983 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=-0.017330902596266282 0.01143790475747611 -0.026694513782458885 0.01386747250525611 0.016164923300724287 -0.022712193919237265 0.014061088022918512 0.0078387245586097644 -0.014986098990879482
leaf_weight=0.0010988426834712588 0.0018167043616394785 0.0010636776875468639 0.0016221838561943586 0.001297596378725948 0.0010432730399025135 0.0017955798410409663 0.0013570606961295101 0.0019602441814456613
leaf_count=281 472 556 140 264 740 473 84 900
internal_value=0 -0.00188221 -0.000208018 -0.00288876 -0.00631321 -0.00279168 0.00127306 -0.0056488
internal_weight=0 0.0112385 0.0101396 0.00851743 0.00721984 0.00615616 0.00511288 0.0033173
internal_count=3910 3438 3157 3017 2753 2197 1457 984
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=11
num_cat=0
split_feature=457 16 52 160 12 42 16 52 0 52
split_gain=2.81045e-05 7.23813e-05 6.30243e-05 8.58978e-05 7.6644e-05 6.63253e-05 7.78475e-05 5.46391e-05 0.000104934 4.51142e-05
threshold=-0.0034949999999999994 -0.49150499999999991 -0.048794999999999991 -1.0000000180025095e-35 0.10129000000000001 0.08622500000000001 -0.089864999999999987 -0.27466499999999994 -0.14733499999999997 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 6 -5 -3 -9 -8
right_child=1 2 3 4 -6 -7 9 8 -10 -11
leaf_value=-0.015979319441346725 0.022508283649472712 -0.010751713709874558 -0.032011277931228453 -0.026618622933019278 -0.027162363352810328 0.022882947504102902 -0.0077918320358748103 -0.0055169981159373062 0.032440015684455266 0.021799465715007849
leaf_weight=0.0010180467871867402 0.0014220768405950749 0.0010968723460083973 0.0011800400725460536 0.0010415042747441471 0.0010011397259367776 0.0012583744821384277 0.0010359282843339238 0.0013218983406745152 0.001622066453753279 0.0010249762193171308
leaf_count=316 311 383 716 253 220 473 247 88 598 305
internal_value=0 0.00132599 -0.00152041 -0.00758547 -0.00220989 0.00351865 -0.00433575 0.0082987 0.0153966 0.00692519
internal_weight=0 0.0120049 0.0105828 0.00654196 0.00536192 0.00436078 0.00310241 0.00404084 0.00294396 0.0020609
internal_count=3910 3594 3283 2214 1498 1278 805 1069 686 552
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=11
num_cat=0
split_feature=1 4 13 43 39 16 151 2 51 0
split_gain=2.63192e-05 4.37587e-05 4.95384e-05 4.43127e-05 3.72914e-05 6.05075e-05 9.444e-05 8.38292e-05 6.04996e-05 4.80867e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 -0.077544999999999989 0.005105000000000001 -0.055679999999999993 -0.0080899999999999982 0.10433000000000002 -0.063299999999999981 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -2 9 -7 -8
right_child=4 3 -4 -5 -6 8 7 -9 -10 -11
leaf_value=-0.010483373150159844 -0.018541295857373751 0.00073655176000290848 0.017118302728907984 -0.024958252077611365 0.019631620942893169 0.0026243701618773093 -0.0099560531127488583 0.03979152268756548 -0.030436325409957637 0.020487001356846595
leaf_weight=0.0012475984323765156 0.0010218126667149697 0.0011566647666836614 0.0013580234328793802 0.0015990675965788801 0.0012392100742409555 0.0012008348669975688 0.0010615549476029891 0.0010323024568207107 0.0010268141300015608 0.0010149224003600575
leaf_count=425 145 694 200 881 372 300 85 143 334 331
internal_value=0 -0.00538856 0.00390234 -0.0141734 0.00376201 0.000669047 0.00783301 0.0165019 -0.0126147 0.00492364
internal_weight=0 0.00536135 0.00260562 0.00275573 0.00759745 0.00635824 0.00413059 0.00310878 0.00222765 0.00207648
internal_count=3910 2200 625 1575 1710 1338 704 559 634 416
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=11
num_cat=0
split_feature=133 3 50 48 0 1 48 13 52 48
split_gain=6.51028e-05 7.11788e-05 0.000105231 8.78011e-05 9.23743e-05 8.1985e-05 7.41315e-05 7.45883e-05 7.23289e-05 6.845e-05
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 0.11379500000000002 -0.099864999999999995 0.094485000000000013 1.0000000180025095e-35 -0.034809999999999987 0.086635000000000004 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -6 -9 -1
right_child=-2 -3 -4 -5 6 -7 -8 8 -10 -11
leaf_value=0.00031763003830000749 -0.00048561883769604149 0.00052673291900696604 -0.00054191188085995134 -0.00048398374314838322 -0.00047387837596844963 0.00060029086933184508 0.00041069021495833847 -0.00024767169817848511 0.00039257943131020771 -0.00028976116625283299
leaf_weight=0.0018941442993834707 0.0010323758294743393 0.0010073532233914754 0.00130762502771387 0.0010972582258288602 0.0019167050304668 0.0019975507435347926 0.0010032829519497485 0.0015669843594282458 0.0011962579345199675 0.0011442770218130227
leaf_count=234 545 183 549 116 896 210 283 583 222 89
internal_value=0 2.44417e-05 -1.41122e-05 4.42949e-05 9.83715e-05 0.000291737 -7.29722e-05 -0.000176659 2.95047e-05 8.8885e-05
internal_weight=0 0.0141314 0.0131241 0.0118165 0.0107192 0.00503597 0.00568323 0.00467995 0.00276324 0.00303842
internal_count=3910 3365 3182 2633 2517 533 1984 1701 805 323
is_linear=0
shrinkage=0.00196078


Tree=3669
num_leaves=10
num_cat=0
split_feature=157 160 133 1375 133 3 12 52 4
split_gain=2.46631e-05 5.09647e-05 8.43495e-05 4.99591e-05 5.28189e-05 9.50876e-05 6.66909e-05 9.43525e-05 9.2857e-05
threshold=-0.073574999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 0.090085000000000012 0.11265500000000002 0.095295000000000019 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.013282489816033822 -0.017411820270746243 -0.020181594569495 -0.015305931531810228 -0.0062577889265702366 -0.0072801376717744814 -0.013634392794616819 -0.0010275100781926853 0.050592553412259322 0.034158564563307167
leaf_weight=0.0012566425259857008 0.0017099970202902491 0.0015482271929026696 0.0010402385277006364 0.0010923248538572427 0.001714711380879105 0.0011011678792777722 0.0012108126060148775 0.0010862457596868026 0.0011853137650055319
leaf_count=511 860 847 72 383 577 176 211 128 145
internal_value=0 -0.00146067 0.0012727 0.00521254 0.00810056 0.0127472 0.0190974 0.0263413 0.0147754
internal_weight=0 0.011689 0.00997904 0.00843081 0.00739058 0.00567586 0.0045747 0.00336388 0.00227764
internal_count=3910 3399 2539 1692 1620 1043 867 656 528
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=10
num_cat=0
split_feature=133 42 4 1 52 47 48 16 13
split_gain=2.78077e-05 4.92715e-05 5.07265e-05 8.53677e-05 5.75866e-05 5.43063e-05 6.01439e-05 4.05414e-05 4.22473e-07
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.034289999999999994 0.081005000000000008 -0.081429999999999989 0.087850000000000025 0.084500000000000006 -0.15168999999999996 -0.064979999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -4 6 7 -6 -3
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=0.012716612975941075 -0.018175125099272584 0.0052178631309204755 0.024505467092657524 -0.02913911953414643 0.030385390281315768 -0.014861668834049636 -0.0080465646172953945 0.0032279064710128793 0.0023152717107197624
leaf_weight=0.0015128080041324444 0.0015678413381772479 0.0010014053402765137 0.001341178603111462 0.0012992798228491555 0.0012180902250771171 0.0014889964966120712 0.0014517974769751012 0.0010017609924386844 0.0010043990644765992
leaf_count=604 752 361 356 541 343 222 181 405 145
internal_value=0 -0.00171467 0.000916882 -0.00917048 0.00604461 0.00124689 0.00777954 0.0181299 0.0037644
internal_weight=0 0.0113747 0.00980691 0.00330508 0.00650182 0.00516065 0.00367165 0.00221985 0.0020058
internal_count=3910 3306 2554 1047 1507 1151 929 748 506
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=9
num_cat=0
split_feature=1 15 4 150 1 4 4 43
split_gain=2.98941e-05 4.62997e-05 5.1764e-05 3.46185e-05 4.22077e-05 8.26588e-05 4.30386e-05 2.80588e-05
threshold=0.085835000000000009 0.084955000000000017 -0.15333499999999997 0.077110000000000012 0.10752500000000002 -0.0010999999999999996 0.24280000000000004 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 -4
right_child=3 -3 7 -5 6 -7 -8 -9
leaf_value=0.00076594233967965195 0.0080331982652392369 0.0090614205844183077 -0.010895093972190066 0.016224220642177652 -0.0025801825523716591 -0.028430790002371586 0.020542688388379644 -0.034454191570654623
leaf_weight=0.001788367090696213 0.0012901190019308953 0.0015103718060509507 0.0010185373791173668 0.00177980200061974 0.0018004816791478452 0.0011998381919409709 0.0014558390567731201 0.0010037139447905447
leaf_count=141 608 785 650 349 267 160 326 624
internal_value=0 -0.00575519 -0.0116279 0.00403777 0.000263251 -0.00953774 0.00775761 -0.0225883
internal_weight=0 0.00532099 0.00381062 0.00752608 0.00574628 0.00248996 0.00325632 0.00202225
internal_count=3910 2200 1415 1710 1361 768 593 1274
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=11
num_cat=0
split_feature=2 42 49 2 4 15 3 13 13 15
split_gain=2.85402e-05 3.22574e-05 5.6851e-05 0.00016681 7.11913e-05 8.61517e-05 0.000104357 9.11497e-05 4.5849e-05 3.56425e-05
threshold=-1.0000000180025095e-35 0.092145000000000019 -0.00064499999999999985 0.089910000000000004 -0.08422499999999998 -0.017214999999999998 0.092005000000000017 -0.0038299999999999996 -0.011209999999999999 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -7 -4 -5
right_child=1 -3 4 9 5 7 -8 -9 -10 -11
leaf_value=0.015389287467856184 -0.043076972066145483 -0.013485989150690603 0.0049810514519052001 0.019398464063670628 0.020318946253845768 0.0069740403948981532 -0.019933530029843268 0.049142821035321908 -0.024621652377875738 -0.0068073212643191263
leaf_weight=0.0010991020027737953 0.0010379447745743481 0.0018747046973342446 0.00108508745437792 0.0010164370730053136 0.0013253051658755105 0.0010173318816705521 0.0012530229060539783 0.0010331657013679647 0.0010103753140669521 0.0010605282543260221
leaf_count=280 305 782 201 156 753 496 146 169 442 180
internal_value=0 -0.00146397 0.000826636 -0.0103417 0.00600019 0.0129232 0.000756938 0.0282212 -0.00929257 0.00601741
internal_weight=0 0.0117139 0.0098392 0.00311491 0.00672429 0.00462883 0.00257833 0.0020505 0.00209546 0.00207697
internal_count=3910 3630 2848 641 2207 1564 899 665 643 336
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=11
num_cat=0
split_feature=1 0 15 16 15 48 47 16 0 52
split_gain=2.78289e-05 6.15337e-05 6.87709e-05 6.33687e-05 3.81273e-05 4.59391e-05 8.77803e-05 0.000123544 6.00755e-05 5.54089e-05
threshold=0.076710000000000014 -0.087614999999999985 0.085120000000000015 0.18936500000000003 0.079360000000000014 0.087945000000000009 0.09252500000000001 -0.09601999999999998 -0.19631499999999999 -0.021309999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -2 -7 -9
right_child=4 2 -4 -5 -6 8 -8 9 -10 -11
leaf_value=-0.02456408262422697 0.047646863210444285 -0.026549016450492086 0.0227064967230458 0.0075754072677792677 -0.01397317674981555 -0.02322784880327847 -0.0085626592682548908 0.020806329469291836 0.010015248739909109 -0.010247533203127795
leaf_weight=0.0013123530719054066 0.0011135441985407439 0.0010486787813434098 0.001011682047967154 0.0011311694705681654 0.0010910397427325068 0.001050049419429766 0.0015264823813218448 0.0013075943544872011 0.0011271574475655152 0.0010249605843151894
leaf_count=630 311 513 641 224 496 73 187 395 262 178
internal_value=0 -0.00633616 0.00115914 -0.00884113 0.00343923 0.00609633 0.0114003 0.0202431 -0.00601763 0.00716078
internal_weight=0 0.00450388 0.00319153 0.00217985 0.00824083 0.00714979 0.00497258 0.0034461 0.00217721 0.00233255
internal_count=3910 2008 1378 737 1902 1406 1071 884 335 573
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=13
num_cat=0
split_feature=484 49 151 42 1 43 12 16 2 52 0 0
split_gain=8.94367e-05 9.41164e-05 0.00010585 0.000117513 0.000121027 0.000116503 0.000114414 0.000131537 8.81311e-05 0.000165544 8.37568e-05 9.16638e-05
threshold=-0.0043499999999999988 -0.14917999999999998 0.056555000000000001 0.10138000000000001 0.076710000000000014 0.14198000000000002 0.097345000000000015 -0.19424999999999998 0.075670000000000015 -0.074484999999999982 -0.084074999999999997 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 10 7 -6 -9 -10 -3 -12
right_child=1 2 -4 -5 6 -7 -8 8 9 -11 11 -13
leaf_value=-0.00057015340573783504 0.00060581391198184613 -0.00079101045780762696 -0.00060492239397446626 -0.00060291005487097908 -0.00038222227025218742 0.000411142889951415 0.00085629126293930251 -1.6412481633248771e-05 -7.9736404045637033e-05 0.00089871261083114909 0.00025563909120978771 -0.00055093721457757331
leaf_weight=0.0010129632863895852 0.0010231609178993776 0.0010851195486750453 0.0010628902178788655 0.0010058663694596124 0.0013818336822352837 0.0010274108352461182 0.0010308777381618367 0.0019430167829322096 0.0010733351511885169 0.0017466850096157218 0.0011508111271587996 0.0010234828716622609
leaf_count=612 111 621 141 399 249 151 160 456 226 178 543 63
internal_value=0 3.24078e-05 -1.09498e-05 3.96842e-05 9.60733e-05 -0.0001646 0.000251801 0.00015039 0.000304909 0.000526303 -0.000346082 -0.000124032
internal_weight=0 0.0145545 0.0135313 0.0124684 0.0114626 0.00428682 0.00717575 0.00614487 0.00476304 0.00282002 0.00325941 0.00217429
internal_count=3910 3298 3187 3046 2647 1378 1269 1109 860 404 1227 606
is_linear=0
shrinkage=0.00196078


Tree=3675
num_leaves=10
num_cat=0
split_feature=11 157 160 133 15 4 1 3 3
split_gain=2.41888e-05 3.99457e-05 5.0001e-05 9.50295e-05 6.34329e-05 6.05664e-05 6.99727e-05 9.97202e-05 3.8164e-05
threshold=0.077330000000000024 -0.073574999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.106555 0.10910000000000002 0.094485000000000013 -0.088024999999999978 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=0.019736513730885002 -0.014023758845877025 -0.017379105788000851 -0.02227561362363889 0.028614071926072644 0.024452403104625139 -0.017832314326083201 0.024832061029829513 -0.020224248080682114 0.0044637036150497198
leaf_weight=0.0010713390109672117 0.001124043296420821 0.0015091712578467033 0.0013412589822119252 0.0011159673084643424 0.0011533659426651889 0.001166980661325155 0.0016003112064788038 0.0016357122038934274 0.0010145189928523202
leaf_count=465 279 814 810 276 237 134 317 537 41
internal_value=0 0.00133957 -0.000530872 0.00228554 0.00657115 0.00282749 0.00728899 -9.20098e-05 -0.0107736
internal_weight=0 0.0116086 0.0105373 0.00902812 0.00768686 0.00657089 0.00540391 0.0038036 0.00265023
internal_count=3910 3631 3166 2352 1542 1266 1132 815 578
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=12
num_cat=0
split_feature=133 3 484 52 39 3 0 15 16 4 1
split_gain=7.63052e-05 9.88485e-05 7.54569e-05 6.71634e-05 8.03265e-05 8.131e-05 9.17768e-05 0.000102581 0.000132683 8.82071e-05 3.38716e-05
threshold=0.10681500000000001 0.16699000000000003 -1.0000000180025095e-35 -0.37613999999999997 0.005105000000000001 -0.10315499999999998 -0.082074999999999995 0.084955000000000017 -0.25582999999999995 0.015635000000000003 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 7 8 -7 -10 -5
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00051967080206573812 -0.00051233129192458952 0.00060888950134520639 -0.00044317924934181118 6.4932464157237745e-05 0.0005928439707602091 -0.00067171606782687133 -0.00050620405462624234 0.00049099567916005473 -0.00019217745502593983 0.00042978168200862049 0.0005323459327150708
leaf_weight=0.0010451829815443106 0.0010637663812820631 0.0010575609396974673 0.0010574933298616055 0.0010395427714192107 0.0010397955504707493 0.0012044117426122667 0.0015397778564953035 0.0014216939670451956 0.001994492065645434 0.0015642335824741366 0.0013972143479547821
leaf_count=546 545 183 340 85 345 135 548 318 570 99 196
internal_value=0 3.19209e-05 -1.3944e-05 2.91747e-05 7.37693e-05 2.06532e-05 -7.78598e-05 2.8781e-05 -0.00010918 8.12039e-05 0.000332943
internal_weight=0 0.0143614 0.0133038 0.0122587 0.0112012 0.0101614 0.00772461 0.00618483 0.00476314 0.00355873 0.00243676
internal_count=3910 3365 3182 2636 2296 1951 1670 1122 804 669 281
is_linear=0
shrinkage=0.00196078


Tree=3677
num_leaves=10
num_cat=0
split_feature=133 42 4 2 2 52 47 48 2
split_gain=2.71694e-05 4.81618e-05 4.39589e-05 7.59574e-05 7.13563e-05 5.47285e-05 3.72005e-05 5.26507e-05 4.36288e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.034289999999999994 0.10648500000000001 0.090695000000000012 -0.081429999999999989 0.087850000000000025 0.084500000000000006 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7
right_child=1 2 5 -5 -6 6 -8 -9 -10
leaf_value=0.012603141084700523 -0.018232036595532231 -0.0018481375531805662 0.023741024743255262 0.013318375035585845 -0.037814082050436265 0.030557301934976872 -0.012387075745353074 -0.0084272515664363164 0.0022184984266288245
leaf_weight=0.0015039216799267409 0.001524634034949208 0.0011485654718121573 0.001332553800247843 0.0010718413658867762 0.0010614009307024943 0.0010769824018474583 0.0014780871656162493 0.0014334318694681561 0.0010962403403544968
leaf_count=604 752 586 356 194 267 478 222 181 270
internal_value=0 -0.00170993 0.000887235 -0.00852683 -0.0191218 0.00570159 0.000974015 0.00644969 0.0162623
internal_weight=0 0.0112237 0.0096991 0.00328181 0.00220997 0.0064173 0.00508474 0.00360665 0.00217322
internal_count=3910 3306 2554 1047 853 1507 1151 929 748
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=10
num_cat=0
split_feature=2 42 49 2 0 12 15 3 15
split_gain=2.54655e-05 2.738e-05 5.04456e-05 0.000142774 6.01276e-05 9.07856e-05 6.85891e-05 5.06433e-05 3.23081e-05
threshold=-1.0000000180025095e-35 0.092145000000000019 -0.00064499999999999985 0.089910000000000004 -0.083424999999999985 0.086865000000000012 -0.09547499999999999 -0.032959999999999996 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -6 -5
right_child=1 -3 4 8 7 -7 -8 -9 -10
leaf_value=0.01461167384561375 -0.040544124138552511 -0.012509111139938529 -0.0098502591834984735 0.018155935031606087 -0.017347355404550159 0.03815845112976296 0.02377798059761807 0.008471628581714942 -0.0069151149024712011
leaf_weight=0.0010878596868013962 0.0010156378795966492 0.0018594341024910288 0.001492985819902844 0.001000666432814103 0.0015567921115305292 0.0011089152928443202 0.0010215069817672397 0.0014837702633330669 0.0010568849601375291
leaf_count=280 305 782 240 156 898 457 437 175 180
internal_value=0 -0.00138982 0.00073355 -0.00986551 0.00562147 0.0143229 0.00381114 -0.0047479 0.0052779
internal_weight=0 0.0115966 0.00973716 0.00307319 0.00666397 0.00362341 0.00251449 0.00304056 0.00205755
internal_count=3910 3630 2848 641 2207 1134 677 1073 336
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=11
num_cat=0
split_feature=15 131 151 457 3 3 12 4 0 2
split_gain=2.24165e-05 2.825e-05 5.78568e-05 4.01573e-05 5.97172e-05 0.0001291 6.71017e-05 4.51489e-05 6.45438e-05 2.90258e-05
threshold=-0.24219999999999997 0.089305000000000009 -0.088294999999999985 0.088175000000000017 0.090325000000000003 0.13772500000000001 0.094045000000000004 0.05309500000000001 -0.084304999999999977 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -4 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11
leaf_value=0.014068703868400593 0.02293659461244707 -0.017187698248642965 -0.018237925361827934 0.015714108210989321 -0.043313911571750963 0.0038283086245678335 -0.022655919378528594 0.020297201132317821 0.019343390362649589 -0.0032023432918267983
leaf_weight=0.0010372538983871504 0.0010165878654382942 0.001017798816488385 0.0013174765179380229 0.0011113251395855539 0.0010866073905345941 0.0012482089853529527 0.0010249233489164639 0.0014519670415520658 0.0013047834496228187 0.0010154087254213302
leaf_count=317 265 481 803 118 132 119 681 231 451 312
internal_value=0 -0.00127556 0.000255581 -0.00215609 -0.00450651 -0.0181114 0.000688438 0.0053894 -0.000561016 0.00947648
internal_weight=0 0.0115951 0.0105773 0.0095607 0.00844938 0.00233482 0.00611456 0.00508964 0.00363767 0.00232019
internal_count=3910 3593 3112 2847 2729 251 2478 1797 1566 763
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=10
num_cat=0
split_feature=11 157 160 133 1375 47 3 2 133
split_gain=2.23041e-05 3.25508e-05 4.22348e-05 9.44786e-05 5.40522e-05 5.72562e-05 7.83265e-05 7.74986e-05 0.000159588
threshold=0.077330000000000024 -0.073574999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 0.09550500000000002 0.092005000000000017 0.083585000000000007 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=0.017979127688584787 -0.013576838651195628 -0.016029976391545291 -0.022492105707384955 -0.015156638812918587 -0.0088115569124774373 0.027248359264577211 -0.014767334582680992 0.043590480050438293 -0.0074606293233665279
leaf_weight=0.0010607104323653938 0.0011063501990022486 0.0014842058219848514 0.0013216258253065409 0.0010029257890203699 0.0011601419918486184 0.0014584966479547386 0.0014635874132500589 0.0014763913860262661 0.0010462867904520562
leaf_count=465 279 814 810 68 392 174 202 309 397
internal_value=0 0.00129054 -0.000409324 0.00218706 0.0064743 0.00975886 0.00480232 0.0125795 0.0224169
internal_weight=0 0.0114744 0.0104137 0.00892946 0.00760783 0.0066049 0.00514641 0.00368282 0.00252268
internal_count=3910 3631 3166 2352 1542 1474 1300 1098 706
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=10
num_cat=0
split_feature=1 0 16 16 2 15 13 15 3
split_gain=2.35823e-05 6.66152e-05 4.73597e-05 6.37592e-05 3.14252e-05 5.61378e-05 5.92325e-05 8.71609e-05 5.34143e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.083144999999999983 0.20277000000000003 0.11462500000000002 0.035895000000000003 -0.062819999999999987 -0.038029999999999987 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 8 -8
right_child=4 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.024996789615842337 -0.016120562418353707 0.019111532000539957 -0.024838299675283202 0.010193025986163194 0.015277462102959364 -0.019490867791096989 0.015913870621260852 0.034058167722133874 -0.010989877535540597
leaf_weight=0.0012909169420945998 0.0010977329766028313 0.001066642668042901 0.0010093104597017127 0.0010707135019743267 0.001702130704861496 0.0012014088776669627 0.0013452769709064553 0.0011031900974318685 0.0016346575752460568
leaf_count=630 402 330 830 218 413 496 248 245 98
internal_value=0 -0.00586791 0.00197969 -0.00680557 0.00320471 -1.50517e-05 0.00450127 0.0100454 0.00115569
internal_weight=0 0.00443758 0.00314667 0.00208002 0.0080844 0.00638227 0.00518086 0.00408312 0.00297993
internal_count=3910 2008 1378 1048 1902 1489 993 591 346
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=12
num_cat=0
split_feature=49 151 150 151 52 133 13 0 0 43 1
split_gain=4.94415e-05 7.13238e-05 0.000120438 6.66585e-05 6.93717e-05 0.000101014 6.288e-05 7.44219e-05 0.000115444 0.000119725 9.89667e-05
threshold=-0.14750499999999997 0.056555000000000001 0.090145000000000017 -0.084764999999999993 0.11401500000000002 -0.091614999999999988 -0.10023999999999998 -0.053834999999999994 -0.077944999999999987 -1.0000000180025095e-35 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -8 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=0.0004006409606781622 -0.00048331549445579852 -0.00052176866205982107 0.00062524981700982972 -0.00050989003633880993 -0.00040296447665894594 0.00045288035777982656 -0.00056606509307629866 -0.00032603009327437661 0.00067576015139334119 0.00068951658175530998 -0.00014425962006421288
leaf_weight=0.0010620417439648885 0.0012509152748870064 0.0010817563762263874 0.0010922604923884185 0.0010565654053821634 0.0014462090100208448 0.0018427001217706405 0.0010635370497530964 0.0015846210359459602 0.0012459135409430755 0.001003501009461517 0.0012040400434132348
leaf_count=143 293 136 241 436 572 173 932 380 405 113 86
internal_value=0 -3.8318e-05 2.57057e-06 -5.557e-05 -4.35248e-06 5.96942e-05 0.000135447 3.95813e-05 0.000167843 -2.56169e-05 0.000234757
internal_weight=0 0.013872 0.0127903 0.011698 0.0104471 0.00900088 0.00794431 0.00610161 0.00451699 0.00327108 0.00220754
internal_count=3910 3767 3631 3390 3097 2525 2089 1916 1536 1131 199
is_linear=0
shrinkage=0.00196078


Tree=3683
num_leaves=9
num_cat=0
split_feature=133 52 40 2 3 0 43 4
split_gain=2.3417e-05 3.76508e-05 4.9956e-05 4.45718e-05 0.000154456 7.6747e-05 8.36328e-05 5.3104e-05
threshold=-0.085714999999999986 0.16064500000000001 -0.012844999999999997 0.11230000000000001 0.094625000000000015 -0.053834999999999994 -0.073139999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=0.011772283963363507 0.018937388948671547 -0.020060927376626611 0.014970646466135794 -0.01674466559323395 0.03014612158744296 -0.028823990834778102 0.0031366691785736744 -0.026647606947647586
leaf_weight=0.0014854282847557168 0.0012515523199257061 0.001004393035210281 0.0019722816945017497 0.0017409081953905113 0.0014548252780204026 0.0012017546720770817 0.0011183151054402537 0.0012881632498883636
leaf_count=604 348 427 855 414 155 231 676 200
internal_value=0 -0.00160197 0.000246897 -0.00241849 0.00112654 -0.00643878 -0.000295141 -0.0128065
internal_weight=0 0.0110322 0.0100278 0.00877625 0.00703534 0.00558051 0.00437876 0.00240648
internal_count=3910 3306 2879 2531 2117 1962 1731 876
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=11
num_cat=0
split_feature=15 52 49 52 133 0 42 48 15 0
split_gain=2.20684e-05 3.20398e-05 6.23226e-05 3.5262e-05 5.60259e-05 8.13201e-05 8.20198e-05 9.33895e-05 9.64308e-05 9.30363e-05
threshold=-0.24219999999999997 0.14114500000000005 1.0000000180025095e-35 0.090300000000000005 0.065880000000000008 -0.053834999999999994 0.090240000000000015 0.087945000000000009 0.035895000000000003 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.014033930309423648 0.039753063915781726 0.014151352900822055 -0.024337762749110359 -0.014879269609928972 0.022402132180859343 -0.026173863945757183 0.02926116411825589 -0.028090767498151828 -0.017478907575175659 -0.0018980886695989789
leaf_weight=0.0010262371560289018 0.0010554928351520845 0.0012047687084863158 0.0012163415736202937 0.0013890115365127326 0.0011875659089523507 0.0010869593422962679 0.0010251256964408234 0.0010537934380688359 0.0011323693053331791 0.0010902225491323234
leaf_count=317 114 475 679 333 566 285 234 139 547 221
internal_value=0 -0.00127391 -0.0030893 -0.000224126 0.00244325 -0.001235 0.00382521 -0.00219413 0.00613076 0.0185904
internal_weight=0 0.0114417 0.0102369 0.00902054 0.00763153 0.00644396 0.005357 0.00433188 0.00327808 0.00214572
internal_count=3910 3593 3118 2439 2106 1540 1255 1021 882 335
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=12
num_cat=0
split_feature=49 151 150 160 151 0 159 0 2 3 47
split_gain=4.9387e-05 6.51797e-05 0.000134078 6.27678e-05 4.91333e-05 6.53376e-05 5.87348e-05 8.5552e-05 8.26714e-05 0.000111637 3.6577e-05
threshold=-0.14750499999999997 0.056555000000000001 0.090145000000000017 0.086110000000000006 -0.051109999999999996 -0.15291499999999997 0.073745000000000019 -0.10462499999999998 0.10113500000000002 -0.078884999999999997 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -9 -11
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=0.00041460256682399732 -0.00037832311266171629 -0.00050705153359088654 0.00066186910493037303 -0.00051957803181415887 0.00047884257750661034 -0.00059937071602062203 0.00037890587507896368 -0.00023269108358889829 -0.00039982242478791023 0.00062285168727842753 0.00013782143898928255
leaf_weight=0.0010100332831259337 0.0012415123578932994 0.0010376934344450408 0.0010883678471191914 0.0010322530744578213 0.0011295239740446742 0.0010872595657899012 0.0011782491114013102 0.0017806710783206917 0.0014678812223554898 0.0013832453585368161 0.0010526710203333026
leaf_count=143 304 136 241 369 153 138 346 1109 452 434 85
internal_value=0 -3.49274e-05 4.45002e-06 -5.85727e-05 -1.24654e-05 3.75612e-05 -2.51355e-05 -9.54368e-05 9.49821e-07 0.000140467 0.000413248
internal_weight=0 0.0134793 0.0124416 0.0113533 0.010321 0.0090795 0.00794998 0.00677173 0.00568447 0.00421659 0.00243592
internal_count=3910 3767 3631 3390 3021 2717 2564 2218 2080 1628 519
is_linear=0
shrinkage=0.00196078


Tree=3686
num_leaves=10
num_cat=0
split_feature=2 13 1 13 52 1 43 52 15
split_gain=2.13174e-05 2.92868e-05 7.63082e-05 5.14371e-05 5.80794e-05 7.98912e-05 7.79258e-05 4.90331e-05 4.62609e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08844500000000001 -0.017604999999999999 0.10433000000000002 0.11183500000000002 -1.0000000180025095e-35 -0.015039999999999998 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 -5 -8 -3
right_child=1 3 -4 4 -6 -7 7 -9 -10
leaf_value=0.01343932783552762 -0.0064926901673704393 -0.0028389429441154851 0.027343260338918415 -0.018730915376283359 0.020602087146710212 -0.025350792935615037 -0.00067631871736632387 0.025439930066899364 -0.032728721546218281
leaf_weight=0.0010760000678546365 0.0015857814842915969 0.0010287872160051003 0.0011497921382549875 0.0011882327105389636 0.0011499277762517437 0.0013373994774772257 0.0015169569210982496 0.0013664895240556836 0.0010425345047705144
leaf_count=280 235 694 217 695 221 161 261 192 954
internal_value=0 -0.00128726 0.00772894 -0.00414514 0.000193252 -0.00414551 0.00281966 0.0117004 -0.017883
internal_weight=0 0.0113659 0.00273557 0.00863033 0.00655901 0.00540908 0.00407168 0.00288345 0.00207132
internal_count=3910 3630 452 3178 1530 1309 1148 453 1648
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=9
num_cat=0
split_feature=52 160 49 160 13 52 13 2
split_gain=2.05124e-05 5.38854e-05 6.15244e-05 3.94022e-05 4.12944e-05 5.62687e-05 5.60782e-05 6.7258e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.045004999999999996 -1.0000000180025095e-35 -0.16277999999999995 0.10433000000000002 -0.083924999999999986 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -8
right_child=3 2 -4 4 5 -7 7 -9
leaf_value=0.025917367030659035 -0.017347926077134489 0.013339252582868858 -0.014763982180159528 -0.0158848028594522 0.018913408066970814 0.024822509184659464 0.0049125622838525184 -0.023865139298137904
leaf_weight=0.0010027206469723645 0.0015339965330085472 0.0015555359144769517 0.0015604511030345807 0.0012639040846884209 0.0010871976560693688 0.0010630071405277452 0.0019223364990762805 0.0014062463156721888
leaf_count=244 924 235 711 127 343 230 678 418
internal_value=0 0.00575401 -0.00073453 -0.00288232 0.000408677 0.00416743 -0.000804853 -0.00724533
internal_weight=0 0.00411871 0.00311599 0.00827669 0.00674269 0.00547879 0.00441578 0.00332858
internal_count=3910 1190 946 2720 1796 1669 1439 1096
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=12
num_cat=0
split_feature=133 3 50 159 48 48 150 1 2 12 4
split_gain=6.33594e-05 6.9845e-05 6.62023e-05 7.36246e-05 6.15716e-05 9.98681e-05 6.95579e-05 9.19819e-05 0.00012392 9.55009e-05 7.72339e-05
threshold=0.10681500000000001 0.15165000000000003 0.086465000000000014 0.090705000000000022 0.11028500000000001 0.091555000000000011 0.086645000000000014 0.10786000000000001 0.10066500000000002 0.086935000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00061974094680951786 -0.00048098975699701772 0.00047819931317910993 -0.00044564375986213742 -0.00045973653561858299 -0.00037399187700555033 0.00069716571500720267 -0.00038231841505249995 0.00052039406928331507 -0.00061712753792141008 -0.00028500149110167517 -2.9224812306502736e-05
leaf_weight=0.0016907260288551718 0.0010127695608834935 0.0012045198811667683 0.001242898625630629 0.0010646780326804385 0.0010249642245134987 0.0010655100155454412 0.0011758704767343663 0.0017634706877677009 0.0010028159681070327 0.0013327605379035825 0.0012093887909911914
leaf_count=444 545 196 545 354 126 160 263 215 319 600 143
internal_value=0 2.71495e-05 -1.60618e-05 3.10625e-05 8.19653e-05 0.00013254 5.89486e-05 0.000133082 2.62886e-06 0.000149456 0.000349113
internal_weight=0 0.0137776 0.0125731 0.0113302 0.0102655 0.00924054 0.00817503 0.00699916 0.00523569 0.00423288 0.00290011
internal_count=3910 3365 3169 2624 2270 2144 1984 1721 1506 1187 587
is_linear=0
shrinkage=0.00196078


Tree=3689
num_leaves=13
num_cat=0
split_feature=151 1 484 133 4 52 48 2 133 0 4 2
split_gain=9.51981e-05 0.000129171 7.9791e-05 0.000110015 9.86145e-05 7.65987e-05 7.8057e-05 0.00013594 8.92041e-05 9.32508e-05 0.0003201 0.000147193
threshold=0.079335000000000017 0.13562500000000002 0.084225000000000008 0.10681500000000001 -0.41745999999999994 0.10898500000000001 0.087945000000000009 0.097940000000000013 -0.090054999999999982 -0.11756999999999999 0.08734500000000002 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 -10 11 -11
right_child=-2 -3 -4 -5 5 -7 7 -9 9 10 -12 -13
leaf_value=0.00044762472689027658 0.00056162871651811155 0.000628295514037116 0.00030271794068277325 -0.00075783901482839378 -0.00050558419350022594 -0.00059163087715112235 -0.00089077691389441254 5.9622648846201519e-05 -0.00024848520756070176 -0.00055288310416771688 0.0011285101718237378 0.00038652580461762684
leaf_weight=0.0011611271613959371 0.0010561671983352191 0.0010159109447458762 0.001702947999705687 0.0010478113231319865 0.0010500765787021553 0.0013440671820255717 0.0011191135925447807 0.0011980610921955141 0.001809516983345407 0.0013237704793939411 0.0012011981310338623 0.0012437827114600041
leaf_count=184 157 225 406 497 373 402 182 146 188 368 135 647
internal_value=0 -4.7135e-05 -9.54523e-05 -0.000149704 -9.40556e-05 -0.000155181 -8.96048e-05 -0.000399387 1.86906e-05 0.000117382 0.000293049 -9.78115e-05
internal_weight=0 0.0152174 0.0142015 0.0124985 0.0114507 0.0102896 0.00894552 0.00231717 0.00662834 0.00557827 0.00376875 0.00256755
internal_count=3910 3753 3528 3122 2625 2441 2039 328 1711 1338 1150 1015
is_linear=0
shrinkage=0.00196078


Tree=3690
num_leaves=12
num_cat=0
split_feature=133 3 50 160 48 159 133 2 13 49 12
split_gain=5.70692e-05 9.11915e-05 7.85315e-05 9.08395e-05 6.69916e-05 7.0339e-05 6.74938e-05 9.592e-05 8.46277e-05 3.724e-05 9.0786e-05
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 -0.08266999999999998 0.11379500000000002 0.082325000000000023 -0.0056849999999999991 0.10393500000000001 -0.07409499999999998 -0.0019649999999999997 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8 -10 -11
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 -12
leaf_value=0.00048364418318896013 -0.00046613672724937403 0.0005801785719421746 -0.00049648293717784512 -0.00034431711926819294 -0.00050922706988239469 -0.00045011589269066603 0.00066571286653107915 -0.00032838733013073181 -0.00015054954132378041 0.00059804800505015561 -0.00016703898598956232
leaf_weight=0.0014308849295229823 0.0010136243456455316 0.0010194543463490279 0.0012475476259219262 0.0012270382668990625 0.0010659737115390226 0.0011113411315201091 0.0015092242616349723 0.0012611500539103405 0.0013119979271775683 0.0013485867058293903 0.0010689213403633981
leaf_count=460 545 183 549 634 112 343 345 321 135 94 189
internal_value=0 1.61434e-05 -2.9555e-05 2.18353e-05 -4.48832e-05 1.11209e-05 7.74593e-05 0.000157082 0.000273951 0.000115417 0.000259758
internal_weight=0 0.0136021 0.0125827 0.0113351 0.00990423 0.00883826 0.00772692 0.00649988 0.00523873 0.00372951 0.00241751
internal_count=3910 3365 3182 2633 2173 2061 1718 1084 763 418 283
is_linear=0
shrinkage=0.00196078


Tree=3691
num_leaves=12
num_cat=0
split_feature=133 3 50 160 159 42 3 49 42 13 4
split_gain=6.51277e-05 0.000155718 6.86327e-05 0.000105337 6.98125e-05 7.14001e-05 7.7407e-05 0.000130587 0.000109741 9.80361e-05 9.38104e-05
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 -0.08266999999999998 0.082325000000000023 -1.0000000180025095e-35 0.0021050000000000005 -0.080639999999999976 0.084100000000000022 -0.071149999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -9 -10 -8
right_child=-2 -3 -4 4 -6 6 10 8 9 -11 -12
leaf_value=0.00049488351837280919 -0.00047430547500219638 0.00073111248650297779 -0.0004562697668667231 -0.00037840189668099107 -0.00049316936080805933 0.000859035381642272 -0.00055223431063075156 0.00049137036155138972 -0.00053620548457330595 0.00025854793841606483 0.0001541413079274139
leaf_weight=0.0015195404142761713 0.0010850340208625143 0.0011054375219687858 0.0013356777703827346 0.0015855714130906398 0.0012457606753760479 0.0010041200049915166 0.001355117002716399 0.0014556524844786963 0.0013682999167091822 0.0010582515669887106 0.001549193051424758
leaf_count=460 545 183 549 561 352 140 104 269 496 119 132
internal_value=0 2.36323e-05 -3.43972e-05 1.20127e-05 -5.70651e-05 8.7746e-07 7.80694e-05 0.000228752 6.57316e-05 -0.000189603 -0.000175445
internal_weight=0 0.0145826 0.0134772 0.0121415 0.010622 0.00937621 0.00779063 0.00488632 0.0038822 0.00242655 0.00290431
internal_count=3910 3365 3182 2633 2173 1821 1260 1024 884 615 236
is_linear=0
shrinkage=0.00196078


Tree=3692
num_leaves=12
num_cat=0
split_feature=49 15 42 2 484 1 15 4 52 12 2
split_gain=5.86451e-05 8.0942e-05 6.25631e-05 0.000130603 7.68717e-05 5.95925e-05 8.07984e-05 8.79692e-05 0.000130093 4.19021e-05 8.001e-06
threshold=-0.14917999999999998 0.088615000000000013 0.084100000000000022 0.086650000000000019 0.084225000000000008 0.11368000000000002 -0.10312999999999999 0.0057500000000000008 -0.031409999999999993 0.086935000000000012 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 -8 -10 -5
right_child=1 -3 3 10 -6 -7 7 -9 9 -11 -12
leaf_value=0.00043953634550937467 -0.00054405681808304251 -0.00049906377723707668 -0.0007380939110379868 0.00020129436647000053 0.00053602408401508543 0.00033653491321491985 -0.00066467310569934225 0.0004029208316851007 0.000382720335281675 -0.0001325280552669924 -4.6491407445645344e-05
leaf_weight=0.0010441746848756728 0.0011389046492722172 0.0013474106467026075 0.0012119425742481401 0.0010012199578792844 0.0012671325247349185 0.0017643113926087131 0.0012112806094341684 0.001677471013494844 0.0011995256546723371 0.0012281013127498899 0.0010028445998340181
leaf_count=129 217 800 529 370 230 270 346 190 228 310 291
internal_value=0 -4.21071e-05 6.36346e-06 -0.000229978 8.64834e-05 1.71822e-05 -7.01009e-05 3.14326e-05 -0.000139817 0.000122064 7.7301e-05
internal_weight=0 0.0140501 0.0127027 0.00321601 0.00948673 0.00821959 0.00645528 0.00531638 0.00363891 0.00242763 0.00200406
internal_count=3910 3781 2981 1190 1791 1561 1291 1074 884 538 661
is_linear=0
shrinkage=0.00196078


Tree=3693
num_leaves=9
num_cat=0
split_feature=1 42 484 160 4 150 4 13
split_gain=2.26495e-05 6.8643e-05 4.32083e-05 5.9266e-05 5.71921e-05 6.0121e-05 7.30839e-05 6.07467e-05
threshold=0.12263000000000002 0.092145000000000019 0.084225000000000008 -1.0000000180025095e-35 0.15927500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.02364786653462031 0.010436490237051108 -0.021782785985862169 0.019072245472672927 0.013782918158412519 0.018621660292714021 0.014129424131962895 -0.031271146007497357 -0.01519547143964922
leaf_weight=0.0010290755195455697 0.0017684272705263812 0.0014796464148389013 0.0012049078891465089 0.0014241139449294241 0.0016075878248649148 0.0015166666314237794 0.0010946375853796448 0.0014701923977092765
leaf_count=575 394 704 365 388 203 182 246 853
internal_value=0 -0.00176993 0.00139807 -0.00121738 0.00202767 -0.00281763 -0.0092612 -0.00093695
internal_weight=0 0.0108268 0.00934718 0.00814227 0.0071132 0.00550561 0.00398894 0.00289431
internal_count=3910 3516 2812 2447 1872 1669 1487 1241
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=9
num_cat=0
split_feature=2 2 160 0 12 2 43 4
split_gain=2.05566e-05 3.19698e-05 6.16351e-05 5.75045e-05 7.80053e-05 5.47917e-05 5.03336e-05 3.84507e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.088785000000000017 -0.13506999999999997 0.095295000000000019 0.092340000000000019 -0.0037249999999999996 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 7 5 -5 -2 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.013052170070501313 -0.020288222180896293 -0.028190460270629953 0.020286809734672569 -0.0042407234917924419 -0.017486955846633141 0.023474243992919749 0.0041318617092534135 -0.0024710357085612686
leaf_weight=0.0010928612497242826 0.0018940404848238463 0.0011060466112396193 0.0015184183800919186 0.0011323256114413672 0.0011339327757417098 0.0019277011976838103 0.0015225221501477956 0.0012251367377879355
leaf_count=280 945 199 290 562 524 569 385 156
internal_value=0 -0.00130181 0.00214046 -0.00208224 0.00491669 0.0132187 -0.0094059 -0.0146738
internal_weight=0 0.0114601 0.00804356 0.00652514 0.00419396 0.00306003 0.00341656 0.00233118
internal_count=3910 3630 2300 2010 1655 1131 1330 355
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=13
num_cat=0
split_feature=133 0 50 16 0 4 160 151 4 13 1 1
split_gain=8.5345e-05 9.25009e-05 6.5235e-05 6.17246e-05 0.000107047 7.70114e-05 9.53672e-05 0.000125372 9.96611e-05 7.95769e-05 0.000174165 7.62277e-05
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.31524000000000002 -0.060094999999999989 0.0057500000000000008 0.088785000000000017 -0.0008699999999999999 0.15927500000000003 -0.077944999999999987 0.086560000000000012 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -7 -9 -1 -11 -10
right_child=-2 -3 -4 -5 -6 6 -8 8 11 10 -12 -13
leaf_value=-0.00067339994019197536 -0.00053978620754961443 0.00059601070177121276 -0.00042703187869638299 -0.00036477969074398005 0.00057608170335706746 -0.00057688039795271754 0.00069289296634163114 -0.00026855896518484319 0.00011065851600322891 0.00038063365700026735 -0.0006343966522254547 0.00084680586974118549
leaf_weight=0.0010491738729305417 0.0011060193007940188 0.0010152472240339662 0.0013472909170357391 0.0013594481964278116 0.0014387230087361596 0.0010175968584139744 0.0010139405399531287 0.0011044764291550549 0.001156715518337427 0.0015812637741875637 0.0011034629139098436 0.0010156731580563407
leaf_count=683 545 74 564 350 303 125 88 183 101 537 202 155
internal_value=0 2.56989e-05 -1.8206e-05 2.83131e-05 7.92994e-05 2.56281e-07 0.00015202 2.43173e-05 0.000211013 -0.000215502 -3.6559e-05 0.000454835
internal_weight=0 0.014203 0.0131878 0.0118405 0.010481 0.0090423 0.0053084 0.00429446 0.00327687 0.0037339 0.00268473 0.00217239
internal_count=3910 3365 3291 2727 2377 2074 652 564 439 1422 739 256
is_linear=0
shrinkage=0.00196078


Tree=3696
num_leaves=10
num_cat=0
split_feature=1 15 16 43 16 48 42 15 2
split_gain=2.14869e-05 5.74658e-05 6.74515e-05 3.79647e-05 5.73956e-05 4.33147e-05 5.20898e-05 7.24346e-05 4.84182e-05
threshold=0.10420500000000001 -0.017214999999999998 -0.062279999999999995 -0.15648499999999999 0.15737500000000001 0.086935000000000012 0.084100000000000022 0.079360000000000014 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.014130678536027327 0.010789403492874779 0.025158007778335292 -0.018562038659058592 0.0063950034609156622 -0.025031668358979353 -0.018884713910478773 -0.013920642276424443 -0.01238541520395145 0.035721361041443765
leaf_weight=0.0011086299655777114 0.0019285608926271625 0.0011182834954381023 0.0013180370201923159 0.0012668858298704525 0.001269786363172252 0.0011569936661141988 0.0013389557078353678 0.0010431888651814721 0.0010132468022949872
leaf_count=235 427 205 248 186 397 304 1067 569 272
internal_value=0 0.00560756 -0.00112654 -0.00307792 -0.00576911 -0.00156594 0.00273189 0.00944115 0.0194271
internal_weight=0 0.00436488 0.0032466 0.00819769 0.00708906 0.00581927 0.00466228 0.00332332 0.00228013
internal_count=3910 880 675 3030 2795 2398 2094 1027 458
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=13
num_cat=0
split_feature=133 0 50 160 457 160 4 15 13 42 2 0
split_gain=7.10572e-05 7.82938e-05 5.19879e-05 6.0896e-05 8.20305e-05 9.51199e-05 8.68857e-05 0.000128869 0.000105162 0.000136272 0.000226273 0.000170461
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.099550000000000013 -0.0034949999999999994 0.084835000000000008 0.15927500000000003 -0.10981499999999998 -0.077944999999999987 0.085465000000000013 0.086245000000000002 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 10 11 -10
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00045464402506648061 -0.00051292347553640776 0.00054578132175509269 -0.00038168676635078449 -0.000397688174383544 -0.00053814284334662379 0.00066551355472752244 -1.9240223789031945e-05 0.00086005567929968571 0.00079510877907335421 0.00068337171873312044 -0.00083963123350676825 -0.00029235029152551941
leaf_weight=0.0010317233157510044 0.0010222999693596984 0.0010195991235508019 0.001356992804556873 0.0011866219357167624 0.0014337255351533637 0.0011153000629397754 0.0015155103765065253 0.0011103087423662168 0.0010881180859734219 0.001066617509837893 0.0011210482812504465 0.0011294066134081983
leaf_count=194 545 74 564 228 641 137 291 124 52 236 514 310
internal_value=0 2.23383e-05 -1.82308e-05 2.35722e-05 7.06781e-05 0.000127253 5.63324e-05 0.000352564 -7.68859e-05 7.32361e-05 -0.000121692 0.000241255
internal_weight=0 0.014175 0.0131554 0.0117984 0.0106118 0.00958004 0.00846474 0.00262582 0.00583892 0.00440519 0.00333857 0.00221752
internal_count=3910 3365 3291 2727 2499 2305 2168 415 1753 1112 876 362
is_linear=0
shrinkage=0.00196078


Tree=3698
num_leaves=10
num_cat=0
split_feature=11 13 39 0 42 0 49 16 1
split_gain=2.12597e-05 3.04064e-05 9.24965e-05 5.78428e-05 5.74266e-05 7.07832e-05 7.34023e-05 6.35964e-05 5.26699e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.091230000000000019 -0.10071499999999999 -0.010424999999999999 -0.057604999999999996 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0014194895423776987 -0.013266028791197221 -0.015834819758865564 0.02467199306736409 -0.023859570269227439 0.020548963081903088 -0.022192367527390587 -0.003076638057487461 0.029897874733872249 0.028507590789759077
leaf_weight=0.0013954419975951652 0.0011119960995727681 0.0013973968503488768 0.0011791921142170229 0.001391375991463697 0.0010077691829209964 0.0017242090092964707 0.0011900769693348745 0.0011501723112428202 0.0010164265507095595
leaf_count=160 279 125 387 329 519 1644 147 74 246
internal_value=0 0.00121668 -0.00144483 -0.00536249 -0.00138446 -0.0054314 0.00230058 0.0131295 0.0111926
internal_weight=0 0.0114521 0.00904019 0.007861 0.00646962 0.00546186 0.00373765 0.00234025 0.00241187
internal_count=3910 3631 3225 2838 2509 1990 346 221 406
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=8
num_cat=0
split_feature=0 403 4 1 2 0 1
split_gain=2.32799e-05 3.82708e-05 9.60069e-05 4.26365e-05 4.56148e-05 6.36753e-05 3.72397e-05
threshold=0.10302000000000001 0.03138500000000001 -0.065054999999999988 0.077800000000000022 0.089785000000000018 -0.15517999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.024821517630611648 0.011370880977636147 0.013936586142208744 -0.013144505807322893 -0.01805436578943043 0.0028340221521767038 0.033509676160135345 0.004602299496595034
leaf_weight=0.0017878528935720821 0.0015602102857239742 0.0013718268838652679 0.0016975501293035279 0.0011395178073056039 0.0019146172453139128 0.0010465670586152151 0.0019965242264530381
leaf_count=1136 210 445 981 245 197 327 369
internal_value=0 -0.00168521 -0.00392159 0.000872131 0.00477455 0.0136757 -0.00363027
internal_weight=0 0.0109545 0.00958263 0.00779478 0.00609723 0.00296118 0.00313604
internal_count=3910 3700 3255 2119 1138 524 614
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=10
num_cat=0
split_feature=14 2 4 13 3 52 43 52 4
split_gain=2.24001e-05 3.31461e-05 4.83692e-05 6.75165e-05 5.98136e-05 6.15111e-05 4.45911e-05 6.83687e-05 3.75684e-05
threshold=-1.0000000180025095e-35 0.10910500000000002 0.15927500000000003 -0.084184999999999996 -0.089974999999999986 0.071660000000000015 -0.074254999999999988 -0.066329999999999986 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -3
right_child=1 8 -4 4 5 -7 7 -9 -10
leaf_value=-0.013880928601687268 -0.022932655349588008 0.022599380987085044 0.015123100181067882 -0.018722328443862481 0.014198735633479837 0.026994709024689124 -0.026476889644932555 0.0081169828789509676 -0.0024461080769983255
leaf_weight=0.0010707642180019265 0.0016114399859722302 0.0013640436144421542 0.0014562494320799696 0.0013069397038819701 0.0012852882422351806 0.0010340368911968432 0.0011362486035285649 0.0011489952988792929 0.0010677185421732866
leaf_count=196 765 330 265 521 362 566 208 380 317
internal_value=0 0.00124611 -0.00155866 -0.00478782 0.00015835 0.00551735 -0.000702552 -0.00908347 0.0116026
internal_weight=0 0.011411 0.0089792 0.00752295 0.00591151 0.00460457 0.00357053 0.00228524 0.00243176
internal_count=3910 3714 3067 2802 2037 1516 950 588 647
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=11
num_cat=0
split_feature=133 13 50 48 48 1 4 12 160 1
split_gain=4.80724e-05 7.13674e-05 5.73115e-05 7.98671e-05 7.16706e-05 8.0457e-05 0.000136349 6.03923e-05 3.7024e-05 4.67876e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 0.11379500000000002 0.091555000000000011 0.11198000000000001 0.22584000000000001 0.086935000000000012 0.083295000000000022 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00044766152238437829 -0.00042753643202051133 0.00057254034679040864 -0.00043158986333921703 -0.00049429277834243121 0.0005460939881470002 0.00037100414274702018 -0.00071789185323788368 -0.00027181410538137187 -0.00015873087832713571 7.5883002991076698e-05
leaf_weight=0.0013342473590541243 0.0010040980157975153 0.0012081975804998021 0.0012285512090742723 0.0010681426949465016 0.0010829312150333519 0.0018815547635100006 0.0011042934905718732 0.0017415662621323557 0.0010205075610619741 0.0018396138978168108
leaf_count=181 545 475 550 116 197 321 156 947 168 254
internal_value=0 1.71536e-05 -3.0024e-05 1.50434e-05 7.0116e-05 1.15136e-05 -8.63146e-05 3.37303e-05 0.000164528 0.000272765
internal_weight=0 0.0135096 0.0121754 0.0109468 0.00987866 0.00879573 0.00691418 0.00580989 0.00406832 0.00304781
internal_count=3910 3365 3184 2634 2518 2321 2000 1844 897 729
is_linear=0
shrinkage=0.00196078


Tree=3702
num_leaves=13
num_cat=0
split_feature=48 48 51 4 158 49 151 0 0 0 0 16
split_gain=8.79684e-05 0.000118732 0.000103997 0.000123648 0.000106177 7.65902e-05 0.000128819 9.45383e-05 0.000117881 9.86422e-05 0.000135916 7.43431e-05
threshold=0.12738500000000003 0.097140000000000018 0.092720000000000011 0.28937500000000005 0.078875000000000015 -0.085974999999999982 -0.016164999999999995 -0.10071499999999999 -0.077944999999999987 -0.032484999999999993 0.14676000000000003 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 11 -9 -10 -11 -8
right_child=-2 -3 -4 -5 -6 6 7 8 9 10 -12 -13
leaf_value=-0.0004627578091202678 -0.00057102049234954708 0.00060290382368352385 -0.00062820154537458978 0.000679138854319108 -0.00064342503101113017 0.00058403858800141757 2.2136061300740111e-05 -0.00061937499724139884 0.00044097442890786426 -0.00076296856763039586 0.0001762040597859588 0.00068639135725052935
leaf_weight=0.001118799540898034 0.001006163386913019 0.0012645594866279213 0.0010172858941108918 0.0010170770236958256 0.0010036207417712774 0.0016187173193901354 0.0017094819295184749 0.0015982665955321714 0.0013491302263227423 0.0010252737069495641 0.0014033123641555654 0.0010430217494375527
leaf_count=147 127 246 312 344 368 374 128 1063 503 171 49 78
internal_value=0 2.7674e-05 -2.46428e-05 2.30026e-05 -3.322e-05 2.31406e-05 7.89128e-05 -2.16786e-05 -0.000172987 1.58693e-05 -0.000220285 0.000273846
internal_weight=0 0.0151685 0.013904 0.0128867 0.0118696 0.010866 0.0097472 0.00812849 0.00537598 0.00377772 0.00242859 0.0027525
internal_count=3910 3783 3537 3225 2881 2513 2366 1992 1786 723 220 206
is_linear=0
shrinkage=0.00196078


Tree=3703
num_leaves=10
num_cat=0
split_feature=0 4 157 160 12 151 4 15 52
split_gain=2.17735e-05 5.54061e-05 3.10621e-05 6.00201e-05 5.9883e-05 4.2942e-05 6.57036e-05 5.97609e-05 3.69752e-05
threshold=1.0000000180025095e-35 -0.48072499999999996 -0.077534999999999979 -1.0000000180025095e-35 -0.0089849999999999982 -0.0088999999999999982 0.15927500000000003 0.085285000000000014 -0.062489999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=0.014262558942609109 -0.0076193877375721102 0.024933984955141243 -0.023320023960751238 -0.022458254772445379 -0.012354647131573044 -0.0042662490726365571 0.024359493370050622 -0.018296384691127727 0.019105850748458164
leaf_weight=0.0010638234859104553 0.0010094403523365041 0.0010846035664832847 0.0013449126389575615 0.0010752232947932351 0.0014586599623585368 0.0012563900918436247 0.0015542440947089904 0.0012212729022538366 0.0014675112604457447
leaf_count=401 187 207 807 348 259 284 154 825 438
internal_value=0 0.00924153 -0.00193121 -0.00376815 -0.000494836 0.00289914 0.00694504 8.44321e-05 0.00832555
internal_weight=0 0.00209404 0.010442 0.00937821 0.0080333 0.00695808 0.00549942 0.00394517 0.0027239
internal_count=3910 394 3516 3115 2308 1960 1701 1547 722
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=13
num_cat=0
split_feature=484 457 52 47 42 133 0 2 52 0 150 3
split_gain=8.18292e-05 6.83206e-05 8.9332e-05 6.51508e-05 9.96295e-05 0.000108028 0.000154964 0.000106616 6.21101e-05 8.94949e-05 5.51759e-05 5.37113e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.048794999999999991 0.09550500000000002 0.08622500000000001 0.083815000000000014 -0.14293499999999998 0.089785000000000018 -0.37613999999999997 -0.082709999999999992 0.086420000000000011 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 5 6 -4 -6 -3 10 -10 -8
right_child=1 2 3 -5 7 -7 11 -9 9 -11 -12 -13
leaf_value=-0.00055338421222690833 -0.00047198922882927115 -0.00011922996830924041 0.00018832754254841601 0.00031136722650093444 0.00066844441219911677 0.00020629655165624102 -0.0010118844781346126 -0.00018225790333639051 0.00046222696853370575 0.00086755585903757751 -0.00014205137388079134 -0.00044999555899209498
leaf_weight=0.0010228971299028359 0.0010055309383930023 0.0011342942260308469 0.0010044128191788056 0.0015062006355810627 0.0010282196698212878 0.0012279473768960552 0.0012480393953660648 0.0012610760959665388 0.0013019036645090486 0.001112680445060606 0.0010490666507503577 0.0013743203947772851
leaf_count=612 197 352 137 173 466 270 639 341 199 292 70 162
internal_value=0 2.07555e-05 5.81547e-05 -5.92334e-05 -0.000137369 -0.000296378 -0.000466572 0.000199829 0.000278999 0.000409414 0.000192582 -0.000717411
internal_weight=0 0.0142537 0.0132482 0.00865022 0.00714402 0.00485472 0.00362677 0.0022893 0.00459794 0.00346365 0.00235097 0.00262236
internal_count=3910 3298 3101 2188 2015 1208 938 807 913 561 269 801
is_linear=0
shrinkage=0.00196078


Tree=3705
num_leaves=11
num_cat=0
split_feature=41 158 3 457 156 3 43 15 12 51
split_gain=5.83088e-05 7.3007e-05 5.60091e-05 7.41454e-05 6.23172e-05 8.26459e-05 7.99225e-05 8.23505e-05 7.2274e-05 0.000120851
threshold=0.075585000000000013 1.0000000180025095e-35 -0.10315499999999998 -0.0034949999999999994 0.084090000000000012 -0.078884999999999997 -0.074254999999999988 -0.10469999999999999 0.089125000000000024 0.089355000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 9 -9
right_child=-2 -3 3 4 -6 6 7 8 -10 -11
leaf_value=0.00037512547675633604 -0.00046752779840600263 -0.00048710537523980444 -0.00050043136748631728 -0.00025153838570293605 -0.0003854594079282637 0.0006065605258998777 -0.00033983781376125457 0.00068341799178586802 -0.00016549468115712544 -0.0001415547515378475
leaf_weight=0.0018541171611050197 0.0010119043918855467 0.001012141086892117 0.0010068327128924864 0.0018980213090930304 0.0010875515123858386 0.0015263770729579788 0.0012639623649013014 0.0019539137586465864 0.0012526625371622252 0.0010493417305893066
leaf_count=318 221 450 284 1109 358 314 207 150 411 88
internal_value=0 1.99795e-05 5.9788e-05 6.82207e-06 5.7732e-05 0.00011162 0.000209443 9.96307e-05 0.000230148 0.000395171
internal_weight=0 0.0139049 0.0128928 0.0110387 0.0100318 0.00894428 0.00704626 0.00551988 0.00425592 0.00300326
internal_count=3910 3689 3239 2921 2637 2279 1170 856 649 238
is_linear=0
shrinkage=0.00196078


Tree=3706
num_leaves=13
num_cat=0
split_feature=133 40 50 48 48 4 43 52 0 1 43 42
split_gain=6.49025e-05 9.43911e-05 6.89478e-05 6.34104e-05 9.27718e-05 0.00010665 0.000104167 0.000110982 0.000111581 0.000101808 5.92416e-05 3.61213e-05
threshold=0.10681500000000001 -0.080519999999999994 0.086465000000000014 0.11379500000000002 0.091555000000000011 -0.23071499999999998 -0.00084499999999999994 0.0033900000000000002 -0.10209999999999998 0.086915000000000006 -0.082484999999999989 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 10 8 9 -8 11 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=0.0005937536503832809 -0.00049142515250133652 -0.00057719167269339232 -0.00046373830449386773 -0.00041526569836227811 0.0005651082794719711 -0.00025665192984939875 0.00029363789015375791 0.00074566767458103718 0.00054569832183666805 -0.00052683857573373398 -0.0005730479359897019 0.00025954597734229176
leaf_weight=0.0010174525592531779 0.0010295072900559721 0.0010856836722383306 0.0012523967069317217 0.0011565053150525634 0.0012710375785943079 0.0010800385623150311 0.0010230626538272336 0.0013041965533344569 0.0012803894242006623 0.0013470025913271261 0.0010811903938475484 0.001007234818217267
leaf_count=235 545 181 556 111 204 228 70 287 246 147 828 272
internal_value=0 1.87915e-05 -2.65968e-05 2.04519e-05 6.85357e-05 -3.38055e-09 7.71399e-05 0.000254702 7.92952e-05 -0.000172672 -0.000200521 -7.55542e-06
internal_weight=0 0.0139062 0.0128887 0.0116363 0.0104798 0.0092088 0.00812311 0.00495465 0.00365045 0.00237007 0.00316846 0.00208727
internal_count=3910 3365 3130 2574 2463 2259 2078 750 463 217 1328 500
is_linear=0
shrinkage=0.00196078


Tree=3707
num_leaves=9
num_cat=0
split_feature=52 0 52 403 160 52 16 16
split_gain=2.13044e-05 4.31925e-05 7.16833e-05 3.15961e-05 6.17899e-05 6.54511e-05 6.12648e-05 5.29435e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.24456499999999998 0.03138500000000001 -1.0000000180025095e-35 0.10433000000000002 -0.15168999999999996 -0.41862999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 -6
right_child=3 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0074866828793489952 -0.024168937912732485 -0.0055551680312734206 0.02777591429853947 0.011188900605230145 -0.0091843290893682036 0.01819710090206636 -0.020294021040075584 0.020856894418060726
leaf_weight=0.0015553468525069851 0.0014356337182760736 0.0011270949026308567 0.0015092453669457934 0.0013240769682916591 0.0013689282488129964 0.0013584027605713905 0.0019176994474974854 0.0010265861599801475
leaf_count=128 856 427 635 377 292 214 873 108
internal_value=0 0.00572922 0.0135261 -0.00299394 -0.0056362 -0.00094508 -0.00697371 0.00368969
internal_weight=0 0.00419169 0.00263634 0.00843133 0.00710725 0.00567162 0.00431321 0.00239551
internal_count=3910 1190 1062 2720 2343 1487 1273 400
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=10
num_cat=0
split_feature=150 1 484 12 0 4 1 15 12
split_gain=2.13684e-05 3.81252e-05 4.2813e-05 5.74535e-05 7.45549e-05 6.4718e-05 9.87363e-05 5.32869e-05 4.25944e-05
threshold=0.10871000000000001 0.12864500000000004 0.084225000000000008 0.10129000000000001 -0.084304999999999977 0.0021050000000000005 0.092730000000000021 0.085120000000000015 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -6
right_child=-2 -3 -4 -5 7 6 -8 -9 -10
leaf_value=-0.028894151306564621 0.013722879773084479 0.014936909517386149 0.013567634014826847 -0.026138551035118057 0.01258592569315701 0.016919488883522012 -0.019878278466678685 0.025967505327479313 -0.01486657034511025
leaf_weight=0.0014163007355963713 0.0010288020683557027 0.0012829051737528437 0.0013061737102395181 0.0012037292310392604 0.0011870281828180054 0.001356306528414352 0.0015770137738510648 0.0011470124883143076 0.0010788656456281879
leaf_count=817 209 301 382 399 304 282 170 623 423
internal_value=0 -0.00131685 -0.00334675 -0.00581078 -0.00265857 -0.0113396 -0.00286375 0.00840511 -0.000485099
internal_weight=0 0.0115553 0.0102724 0.00896626 0.00776253 0.00434962 0.00293332 0.00341291 0.00226589
internal_count=3910 3701 3400 3018 2619 1269 452 1350 727
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=12
num_cat=0
split_feature=484 457 133 133 15 160 15 0 3 47 42
split_gain=7.90482e-05 5.93943e-05 6.50561e-05 0.00011438 9.85254e-05 9.58499e-05 0.000123922 0.000178847 0.000184265 0.000114397 7.61712e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.10681500000000001 0.083815000000000014 0.041585000000000004 0.091575000000000017 -0.11739999999999999 -0.13870499999999999 -0.10628499999999998 0.09550500000000002 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 -10 -6
right_child=1 2 -4 -5 10 -7 7 8 9 -11 -12
leaf_value=-0.00053799168622090294 -0.00042700456418007709 -0.00025196207977154944 -0.00041216728104776678 0.00055223246061409455 -0.00062909934038194695 -0.00040682769917900166 0.0011045433162003944 0.00086840186039430244 -0.00035342246571457356 0.00040746938484176337 7.0765934121223479e-05
leaf_weight=0.0010170821373541349 0.0010265252195890339 0.0016826754235844338 0.0010258257706395367 0.0018436767971782122 0.0013689771015947343 0.0011167623530055903 0.0010026241965474881 0.0011223577189400425 0.001939527778894301 0.0012488045428796779 0.0010614859763842031
leaf_count=612 197 349 469 448 514 85 124 181 432 109 390
internal_value=0 2.75683e-05 6.23585e-05 0.000101657 2.2865e-05 0.000126613 0.000211765 0.000358623 0.000185129 -5.53967e-05 -0.000323439
internal_weight=0 0.0144392 0.0134127 0.0123869 0.0105432 0.00811275 0.00699599 0.00531331 0.00431069 0.00318833 0.00243046
internal_count=3910 3298 3101 2632 2184 1280 1195 846 722 541 904
is_linear=0
shrinkage=0.00196078


Tree=3710
num_leaves=10
num_cat=0
split_feature=0 1 15 15 3 47 2 1 4
split_gain=2.11148e-05 4.63595e-05 8.46391e-05 3.27699e-05 5.03194e-05 5.14812e-05 7.88645e-05 4.21444e-05 3.41104e-05
threshold=0.14676000000000003 0.076710000000000014 0.083935000000000023 0.079360000000000014 -0.10315499999999998 0.081320000000000017 0.089785000000000018 0.10915500000000002 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -8 -7
right_child=-2 3 -4 -5 5 8 7 -9 -10
leaf_value=-0.026314892357781679 0.012629516859779916 0.023969081471460024 0.0060219518904963184 -0.013665601113619362 -0.011002543469966037 6.9858622173235506e-05 0.034661736540124666 0.0067550913129545455 -0.02367469206425914
leaf_weight=0.0017647886113174886 0.001182994868884916 0.0011776650036593684 0.00149519784374323 0.0010718649487893835 0.0012150101234531096 0.001499507469341424 0.0010919276554529449 0.0010728765078086601 0.0010142078291672414
leaf_count=1083 89 275 857 496 330 281 166 240 93
internal_value=0 -0.00140623 -0.0114835 0.00262811 0.00509794 0.00132705 0.00938729 0.0208312 -0.00951035
internal_weight=0 0.011403 0.00325999 0.00814306 0.00707119 0.00589353 0.00337981 0.0021648 0.00251372
internal_count=3910 3821 1940 1881 1385 1110 736 406 374
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=11
num_cat=0
split_feature=133 13 50 48 48 1 4 0 43 49
split_gain=5.19777e-05 7.27684e-05 6.93038e-05 8.49144e-05 7.39466e-05 8.85518e-05 0.00013183 5.8423e-05 0.000160619 8.40104e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 0.11379500000000002 0.091555000000000011 0.11198000000000001 0.22584000000000001 -0.10071499999999999 -0.083899999999999988 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 -3
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.000455088987506249 -0.000448606810395267 -0.00019196351817462172 -0.00047471083516514661 -0.00050611890503885577 0.00055235784323178958 0.00039452304792066725 -0.00072015678746647116 0.00037538493631397138 -0.00051705971516981654 0.00052627195400046665
leaf_weight=0.0013013677505589556 0.0010014917718152638 0.0010302510013188784 0.0012265309198526133 0.0010762360298650032 0.0011030925859939885 0.0018505861346044409 0.0010728111014868882 0.0013170110104433386 0.0018851822879373435 0.0015961804572676474
leaf_count=181 545 101 550 116 197 321 156 402 1163 178
internal_value=0 1.44127e-05 -3.27568e-05 1.68318e-05 7.3941e-05 1.3642e-05 -8.84893e-05 2.77748e-05 -0.000150011 0.000244535
internal_weight=0 0.0134592 0.0121579 0.0109314 0.00985511 0.00875202 0.00690144 0.00582862 0.00320219 0.00262643
internal_count=3910 3365 3184 2634 2518 2321 2000 1844 1565 279
is_linear=0
shrinkage=0.00196078


Tree=3712
num_leaves=12
num_cat=0
split_feature=158 50 47 43 16 16 52 52 0 16 13
split_gain=5.482e-05 6.47412e-05 7.45204e-05 6.89383e-05 6.5566e-05 0.000107471 0.000141375 9.93858e-05 0.000104474 0.00012646 5.29741e-07
threshold=0.08413000000000001 0.088425000000000017 0.117025 -0.17307499999999998 0.15737500000000001 -0.014099999999999998 -0.074484999999999982 0.090640000000000012 -0.10209999999999998 -0.09601999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 10 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00050191928414353691 -0.00046377272650576184 -0.00041551072494271611 -0.00044337033917353497 0.00020772227459468919 -0.00029696536543043071 -1.8490020186832323e-05 0.0009894141573986194 -0.00055971742959937023 0.00045215994868014707 -0.00063609878723878738 0.00014400621026696475
leaf_weight=0.0014284139022699141 0.0010026431645081034 0.0012458434519290002 0.00106511915665635 0.0010003730168372388 0.001805394505093815 0.0010523223270153242 0.0010884837562108252 0.0010681450422349355 0.0019706146090776016 0.0011663730304943601 0.0010063578624194924
leaf_count=187 440 667 112 132 429 218 440 400 707 101 77
internal_value=0 1.09643e-05 5.29607e-05 9.85873e-05 4.18712e-05 0.000115109 0.000493975 -1.54597e-05 9.7561e-05 -0.000122658 0.000175769
internal_weight=0 0.0138974 0.0126516 0.0115865 0.0101581 0.00835267 0.00214081 0.00621186 0.00514372 0.0031731 0.00200673
internal_count=3910 3470 2803 2691 2504 2075 658 1417 1017 310 209
is_linear=0
shrinkage=0.00196078


Tree=3713
num_leaves=11
num_cat=0
split_feature=51 160 475 133 52 457 49 42 2 16
split_gain=2.08397e-05 5.91479e-05 4.65963e-05 6.09377e-05 4.10508e-05 4.8507e-05 7.67488e-05 4.36377e-05 8.05304e-05 5.17352e-05
threshold=0.11463000000000002 -0.085744999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.18817999999999999 0.082870000000000013 -0.0019649999999999997 0.084100000000000022 0.10393500000000001 -0.078399999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8
right_child=-2 2 3 4 5 -7 7 -9 -10 -11
leaf_value=0.022485870903787578 -0.013857958546916061 -0.021323965251942429 -0.017500004554479216 0.021857554630824155 -0.026889788762129382 0.019273403197884564 0.036908810454460685 -0.012817861093118572 -0.013459609092682455 0.0058806201017234348
leaf_weight=0.0011627907578120296 0.001013889169656155 0.0010448469711518424 0.00150543369789912 0.001156749320600549 0.0010501463762615498 0.001246427006146477 0.0010071731859975673 0.001232415388799625 0.0010453183058053081 0.00115202496482876
leaf_count=595 262 465 861 262 237 182 229 506 130 181
internal_value=0 0.00109202 -0.00129067 0.000937129 0.00445487 0.00146526 -0.00257998 0.00317374 0.00932391 0.0203539
internal_weight=0 0.0116033 0.0104405 0.00939569 0.00789025 0.00673351 0.00548708 0.00443693 0.00320452 0.0021592
internal_count=3910 3648 3053 2588 1727 1465 1283 1046 540 410
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=10
num_cat=0
split_feature=11 13 39 0 4 16 51 0 42
split_gain=1.89147e-05 3.31559e-05 8.06535e-05 5.65599e-05 5.46638e-05 5.10862e-05 5.73546e-05 7.93667e-05 6.21974e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.029114999999999999 -0.27337499999999998 0.08955500000000001 -0.10575999999999998 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.025995920325421102 -0.012490726337652512 -0.020639360584460018 0.022731347312464199 -0.023527505724930207 -0.0041893422260202073 0.024935719131320599 -0.01830632514809416 -0.015885680800037438 0.015410659898784618
leaf_weight=0.0012539858557121149 0.0011215501949085735 0.0011338722235165466 0.0011790305351452582 0.0014013823296340705 0.0011502587490505771 0.0016637943483275319 0.0010418836645428239 0.0015410507697830665 0.0010800824743862224
leaf_count=124 279 175 387 329 282 126 260 1040 908
internal_value=0 0.00111715 -0.00165837 -0.00531596 0.0115544 -0.00136571 0.00273691 0.00785359 -0.00298949
internal_weight=0 0.0114453 0.0090411 0.00786207 0.00240424 0.00646068 0.00532681 0.00428493 0.00262113
internal_count=3910 3631 3225 2838 406 2509 2334 2074 1948
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=12
num_cat=0
split_feature=133 52 16 43 133 43 16 52 0 4 16
split_gain=4.97293e-05 7.32845e-05 0.000124066 6.19893e-05 9.05406e-05 7.22358e-05 5.98069e-05 7.32858e-05 6.89074e-05 7.86797e-05 5.9093e-05
threshold=0.10681500000000001 -0.27466499999999994 0.18936500000000003 -0.093039999999999984 0.083815000000000014 -0.0037249999999999996 -0.19424999999999998 1.0000000180025095e-35 -0.10209999999999998 0.00046500000000000008 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 10 8 9 -8 -7
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00045275319413758483 -0.00042281059025025874 -0.0003796826531108833 0.00057588912541645966 -0.0004735862680035445 0.00056422357236425883 9.4863502816176963e-05 0.00019536057695190555 0.00055832739096982787 0.0003875330960985541 -0.00050832738066576393 -0.00056428143917509779
leaf_weight=0.0011507767646414336 0.001044667796639062 0.0015039105632584692 0.0015915687904335543 0.0011722865792715411 0.0011513741435739975 0.0010679266232886196 0.0011788391721943726 0.0013459599612646598 0.0013128988470885007 0.0012679623510067073 0.0010246424686805452
leaf_count=394 545 359 196 822 485 159 107 345 291 84 123
internal_value=0 2.09289e-05 6.41314e-05 -9.74059e-06 4.8689e-05 -2.22234e-05 5.12845e-05 0.000165706 2.51484e-05 -0.000169299 -0.000227892
internal_weight=0 0.0137681 0.0126174 0.0110258 0.00952189 0.00837052 0.00719823 0.00510566 0.0037597 0.0024468 0.00209257
internal_count=3910 3365 2971 2775 2416 1931 1109 827 482 191 282
is_linear=0
shrinkage=0.00196078


Tree=3716
num_leaves=11
num_cat=0
split_feature=158 50 47 156 151 1 0 15 1 52
split_gain=5.81935e-05 6.46499e-05 6.73836e-05 5.92661e-05 7.36498e-05 0.000171034 0.000161442 0.00010943 0.000127386 5.42675e-05
threshold=0.08413000000000001 0.088425000000000017 0.117025 0.083820000000000019 0.056555000000000001 0.076710000000000014 -0.084794999999999995 -0.076594999999999983 0.092730000000000021 0.090300000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 -8
right_child=-2 -3 -4 -5 -6 7 9 -9 -10 -11
leaf_value=-0.00069454552347880281 -0.00046751154617063052 -0.00040726478390929437 -0.00040337097945347211 -0.00027319358142634812 -0.00028940898974121743 0.00080064614188411992 0.00045649091606415638 0.00084123188003840056 -6.0097978495545959e-05 -7.5090700966261924e-05
leaf_weight=0.0011526267224945671 0.0010009882594996531 0.0012292364516644791 0.001085310920093314 0.0013831363727029788 0.001235100225607781 0.001006817806997518 0.0013698545920359196 0.0018832735932604087 0.0019248726877937345 0.0016016007254302956
leaf_count=550 440 667 112 479 121 54 459 392 320 316
internal_value=0 2.20218e-05 6.37612e-05 0.000107628 0.000159399 0.000221411 -7.16501e-05 0.000472422 0.000235504 0.000169971
internal_weight=0 0.0138718 0.0126426 0.0115573 0.0101741 0.00893905 0.00412408 0.00481496 0.00293169 0.00297146
internal_count=3910 3470 2803 2691 2212 2091 1325 766 374 775
is_linear=0
shrinkage=0.00196078


Tree=3717
num_leaves=10
num_cat=0
split_feature=47 4 4 1 12 43 1 42 16
split_gain=1.96569e-05 5.05983e-05 8.27975e-05 5.77419e-05 6.79176e-05 7.51186e-05 7.46547e-05 3.86246e-05 2.1375e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.095575000000000007 0.088285000000000016 -1.0000000180025095e-35 0.086560000000000012 0.084685000000000024 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6 -3
right_child=-2 8 -4 -5 7 6 -8 -9 -10
leaf_value=-0.032559238427201452 -0.013416573990240621 0.025729620967154143 -0.024377010353194079 0.017123459612555222 -0.00049955302265806533 0.014311638848980596 -0.019788153108189006 0.024616644709403349 0.0051380197027598995
leaf_weight=0.001151607424853018 0.0010193379032359612 0.001011179159667791 0.001406233061689687 0.0019078756540562283 0.00147592168297154 0.0013558854014916214 0.0012194537749822959 0.0010463805604075448 0.0010052848327569369
leaf_count=910 145 209 308 533 564 247 119 584 291
internal_value=0 0.0010684 -0.00196694 0.00189641 -0.00275236 -0.0113286 -0.00183502 0.00991994 0.0154639
internal_weight=0 0.0115798 0.00956336 0.00815712 0.00624925 0.00372695 0.00257534 0.0025223 0.00201646
internal_count=3910 3765 3265 2957 2424 1276 366 1148 500
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=13
num_cat=0
split_feature=48 133 50 2 48 3 159 42 0 48 16 0
split_gain=0.000110318 0.000114824 0.000112053 0.000112189 0.000128859 0.000129972 8.18708e-05 9.21618e-05 9.98563e-05 0.000100858 7.09968e-05 4.9131e-05
threshold=0.12738500000000003 0.10681500000000001 0.086465000000000014 0.099015000000000006 0.091185000000000002 0.094625000000000015 0.082325000000000023 -1.0000000180025095e-35 -0.06402999999999999 0.087945000000000009 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 -1 9 10 11 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00033610048182100425 -0.00063313155440957803 -0.00059502039001486158 -0.00047602942658159361 -0.00019053411361946151 0.00099694635590037196 0.00061406833345913146 -0.00050503269373358836 0.00016670403044957366 0.00071441451087447957 -0.00044662636907821313 -0.00020930696524448398 0.00071296858670206152
leaf_weight=0.0016222105515383443 0.0010274832486006765 0.001047863261441513 0.0012754188492559099 0.0015967638752740455 0.0010378000961112836 0.0014941422590807202 0.0010579851439916407 0.0014865389452198841 0.0011344535133986627 0.0011226454032884671 0.0010300571010272786 0.0011024702265114063
leaf_count=458 127 523 541 523 129 175 348 107 146 146 463 224
internal_value=0 3.09845e-05 7.79719e-05 0.000133674 0.000399132 0.00019841 5.58236e-06 7.76277e-05 0.000191844 6.68192e-05 0.000226092 0.000399318
internal_weight=0 0.0150083 0.0139605 0.0126851 0.00412871 0.00309091 0.00855636 0.00749838 0.00587617 0.00474171 0.00361907 0.00258901
internal_count=3910 3783 3260 2719 827 698 1892 1544 1086 940 794 331
is_linear=0
shrinkage=0.00196078


Tree=3719
num_leaves=13
num_cat=0
split_feature=484 49 151 42 52 52 51 47 403 52 52 4
split_gain=7.52607e-05 6.76751e-05 0.000112881 0.000107423 0.000113996 0.000159377 0.000186264 0.000104522 9.14536e-05 9.83966e-05 8.78653e-05 8.13049e-05
threshold=-0.0043499999999999988 -0.14917999999999998 0.056555000000000001 0.10138000000000001 -0.048794999999999991 -0.088354999999999989 -0.095859999999999987 0.09550500000000002 0.03138500000000001 0.0033900000000000002 0.11401500000000002 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 11 -11 -6
right_child=1 2 -4 -5 7 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.00050983714731002612 0.00051889424064068782 0.00067354158468194863 -0.0006090621058106331 -0.00056866310172877662 -0.00094754255259039564 0.00087214905577793383 -0.00046100843255555794 0.00043690427663882036 0.00031699441737274001 0.00024394910836179025 -0.00045606794030790733 -0.00019938476500129762
leaf_weight=0.0010682950820057437 0.0010103540533482639 0.0010101058547856987 0.0011011462529956972 0.0010086786249451233 0.0011061207631011183 0.0015106500264137667 0.0012384432535638311 0.0014721104830402584 0.0013279650310664137 0.0018066677519580463 0.0011147402277096085 0.001127921038818066
leaf_count=612 111 247 141 399 353 233 330 164 278 530 333 179
internal_value=0 2.90133e-05 -6.78919e-06 4.53345e-05 9.82018e-05 0.000379583 4.86605e-05 -3.47583e-05 -0.000141853 -0.000260045 -2.31609e-05 -0.000569813
internal_weight=0 0.0148349 0.0138245 0.0127234 0.0117147 0.0037592 0.00224855 0.00795553 0.00648341 0.00515545 0.00292141 0.00223404
internal_count=3910 3298 3187 3046 2647 810 577 1837 1673 1395 863 532
is_linear=0
shrinkage=0.00196078


Tree=3720
num_leaves=10
num_cat=0
split_feature=0 16 0 3 15 0 0 2 4
split_gain=2.05854e-05 4.69606e-05 4.87953e-05 3.99828e-05 6.9536e-05 6.1003e-05 3.22371e-05 4.20355e-05 1.61166e-05
threshold=0.14676000000000003 0.31524000000000002 -0.061129999999999997 -0.089974999999999986 0.083935000000000023 -0.10131499999999999 -0.14136999999999997 0.11230000000000001 0.00096500000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.01702627249842685 0.01239280217814076 -0.020711645591965522 0.017390517960393648 -0.0044052589313180309 0.019009906892625383 -0.023376622650906072 0.014809580554111699 -0.019661782578724061 0.013474929599939617
leaf_weight=0.0014945877153300638 0.001193334289281203 0.0011354457088497026 0.0014998045656870627 0.0010119442261653372 0.0016475658075645952 0.0012968856734196805 0.0012606178358686021 0.0011196687798957815 0.0010045370506559514
leaf_count=554 89 385 418 100 952 949 234 119 110
internal_value=0 -0.00140753 0.000713176 -0.00211766 0.000917558 -0.0043178 0.00130385 -0.00412496 0.004502
internal_weight=0 0.0114711 0.0103356 0.00883581 0.00734122 0.00569365 0.00439677 0.00313615 0.00201648
internal_count=3910 3821 3436 3018 2464 1512 563 329 210
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=12
num_cat=0
split_feature=11 3 457 133 0 160 47 43 16 15 2
split_gain=5.73549e-05 7.97552e-05 6.23726e-05 5.00492e-05 9.02638e-05 9.19288e-05 7.05749e-05 0.000112397 0.000124654 6.99932e-05 4.18996e-05
threshold=0.081005000000000008 -0.10628499999999998 -0.0034949999999999994 -0.090054999999999982 -0.052874999999999998 -1.0000000180025095e-35 0.09550500000000002 -0.077544999999999989 -0.072804999999999981 -0.09547499999999999 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 -5 7 -7 9 -9 -1
right_child=-2 2 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=7.8774268177754988e-05 -0.00045275847020894133 -0.00049753673446107174 -0.00038624951032175222 -0.00025850651050569092 -0.00032963704684584532 0.00057667507706692025 0.00068810851352652371 -0.00014176628328062689 -0.00055440009411053884 0.00056015931855815659 0.00063167596945635932
leaf_weight=0.00100621754064669 0.0010760009132835388 0.00106570745274068 0.0011598772346130487 0.0017520405582967177 0.0019853804491414178 0.0016116416296749203 0.001151948839926799 0.0010370749587049698 0.001218679887931627 0.0011538573480959582 0.0011063476682469982
leaf_count=174 233 300 489 747 367 427 134 113 324 486 116
internal_value=0 1.67216e-05 -4.4483e-05 -8.69522e-07 4.42329e-05 0.000137892 0.000250396 0.000149978 -5.1711e-05 0.000227904 0.000368328
internal_weight=0 0.0142488 0.0121362 0.0110705 0.00991062 0.00792524 0.0061732 0.00502125 0.00340961 0.00219093 0.00211257
internal_count=3910 3677 3387 3087 2598 2231 1484 1350 923 599 290
is_linear=0
shrinkage=0.00196078


Tree=3722
num_leaves=10
num_cat=0
split_feature=49 15 151 4 15 16 16 12 2
split_gain=1.89045e-05 6.1665e-05 5.34968e-05 4.60772e-05 8.88002e-05 8.3659e-05 0.000140883 7.19953e-05 5.5676e-05
threshold=-0.081629999999999994 0.088615000000000013 -0.083274999999999988 0.40359500000000004 -0.10312999999999999 -0.094359999999999986 0.032820000000000009 0.093125000000000013 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 -7
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=0.0097016146188145039 -0.019810825713255278 -0.02387013595127746 -0.024352683547882056 0.023110305017021906 -0.017851987401624581 0.014209435682570838 -0.019264662911109308 0.013001886649172801 0.044278191639603046
leaf_weight=0.0017002638414172358 0.0011074324754951547 0.0011195491229877537 0.0011846665283937671 0.0010555108972338861 0.001248895063116106 0.0013128643191055067 0.0015093818245105106 0.0012761834076810135 0.0011597953975618198
leaf_count=305 366 798 284 338 286 664 318 263 288
internal_value=0 -0.00163027 0.000896293 0.00351787 0.000829287 0.00541384 0.0109398 -0.00448201 0.0283131
internal_weight=0 0.0109743 0.00985473 0.0087473 0.00769179 0.00650712 0.00525822 0.00278557 0.00247266
internal_count=3910 3605 2807 2441 2103 1819 1533 581 952
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=13
num_cat=0
split_feature=133 0 50 160 457 160 4 15 2 13 16 4
split_gain=6.27016e-05 7.96411e-05 7.47254e-05 6.30901e-05 6.7947e-05 0.000106361 0.000110989 0.000131659 8.04786e-05 0.000124599 0.000111675 5.36173e-05
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.099550000000000013 -0.0034949999999999994 0.084835000000000008 0.15927500000000003 -0.10981499999999998 0.086915000000000006 -1.0000000180025095e-35 -0.0090499999999999973 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 9 -6 -10 -11
right_child=-2 -3 -4 -5 5 -7 7 -9 10 11 -12 -13
leaf_value=-0.00039142233478434439 -0.00046783770703910887 0.00056510554707148153 -0.00045395502512217677 -0.00039818259042047511 -0.00041306060833566974 0.00072105358928984049 1.7158182979478053e-05 0.00091393132561957556 -0.00084408812016150412 0.00071319477385898276 4.5866012898811838e-06 8.607904670860347e-05
leaf_weight=0.0010180712173460541 0.001036090512593269 0.0010003674540525797 0.0013051092452670632 0.0011318897842069317 0.0011149323429107444 0.0010786143352640174 0.0014576473619484509 0.0011077777065450331 0.0010361642056506116 0.0010435273918556341 0.00140367367002745 0.0010531825935151673
leaf_count=194 545 74 564 228 647 137 291 124 454 127 480 45
internal_value=0 3.23632e-05 -9.43397e-06 4.1254e-05 8.94811e-05 0.000142151 6.61597e-05 0.000404394 -8.7378e-05 0.000116564 -0.000355833 0.000398193
internal_weight=0 0.013751 0.0127506 0.0114455 0.0103136 0.00929552 0.00821691 0.00256543 0.00565148 0.00321164 0.00243984 0.00209671
internal_count=3910 3365 3291 2727 2499 2305 2168 415 1753 819 934 172
is_linear=0
shrinkage=0.00196078


Tree=3724
num_leaves=10
num_cat=0
split_feature=1 42 133 3 0 52 16 16 13
split_gain=1.91214e-05 6.03554e-05 4.62116e-05 5.14872e-05 5.82765e-05 6.30102e-05 9.37851e-05 5.24944e-05 2.42621e-05
threshold=0.12263000000000002 0.092145000000000019 0.065880000000000008 -0.100615 -0.083424999999999985 -0.074484999999999982 -0.19424999999999998 -0.088144999999999987 -0.083654999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -4
right_child=-2 -3 8 4 -6 6 7 -9 -10
leaf_value=0.012997299059230721 0.0095617219267119819 -0.020276921477084868 0.003668262450073176 -0.021722887327984247 -0.028607120841471257 -0.020653746157949984 0.031578758561979302 0.0016227203382456045 0.025012508385144922
leaf_weight=0.0016571986533085396 0.0017635812360406585 0.0015016663142757855 0.0010727081222369451 0.0012176579056729603 0.0010260234017888193 0.0010095172799711024 0.0011103839294512442 0.0012363098588722803 0.0010576267221392994
leaf_count=364 394 704 394 172 610 154 292 335 491
internal_value=0 -0.00166253 0.00131514 -0.00248627 -0.00706839 -0.00223676 0.00483296 0.015797 0.0142648
internal_weight=0 0.0108891 0.00938743 0.00725709 0.00559989 0.00457387 0.00335621 0.00234669 0.00213033
internal_count=3910 3516 2812 1927 1563 953 781 627 885
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=12
num_cat=0
split_feature=133 3 48 2 48 160 52 52 4 3 51
split_gain=8.77693e-05 0.000108417 0.000115615 0.000135787 8.61374e-05 9.22507e-05 8.28487e-05 0.000134153 0.000150672 0.00013933 0.000145781
threshold=0.10681500000000001 0.16699000000000003 0.11930500000000001 0.11542500000000001 0.087710000000000024 0.085545000000000024 0.11262000000000001 0.048490000000000012 -0.034289999999999994 -0.053439999999999994 -0.0032349999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1 -10 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.0006501874003449861 -0.00052438944727178373 0.00062683166740241198 -0.00065207422482128474 0.00063338199301479791 -7.2517686209972455e-05 0.00072437472555815735 -0.00059612626301621611 0.00041848338349993416 0.000422434044992714 0.0003082121256541881 -0.00061103746719280217
leaf_weight=0.0018502030552851835 0.00117794126707525 0.0010906323123698108 0.0010158474888654874 0.0013105523203567971 0.0011483939932195597 0.0010873088923154155 0.001191714105323702 0.0018766232491195054 0.0018885648860824233 0.0010629174765461697 0.0017640785629919348
leaf_count=620 545 183 115 313 249 91 383 540 608 70 193
internal_value=0 3.10777e-05 -1.46914e-05 3.44335e-05 -3.16968e-05 0.000315042 -0.000112161 -4.38458e-05 -0.000175988 1.00688e-05 -0.00026541
internal_weight=0 0.0152868 0.0141962 0.0131804 0.0118698 0.0022357 0.0096341 0.00844239 0.00656576 0.00471556 0.002827
internal_count=3910 3365 3182 3067 2754 340 2414 2031 1491 871 263
is_linear=0
shrinkage=0.00196078


Tree=3726
num_leaves=9
num_cat=0
split_feature=11 403 3 3 1 4 15 15
split_gain=1.84509e-05 3.00985e-05 6.67096e-05 4.47677e-05 5.4719e-05 0.000113608 6.32784e-05 5.11642e-05
threshold=0.077330000000000024 0.088015000000000024 -0.10628499999999998 -0.077894999999999978 0.094385000000000011 0.053925000000000008 -0.11399999999999998 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 -5
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.023627312281589225 -0.012271387727153764 -0.01530170922284021 -0.015300095178064077 -0.018157582174922849 0.029430952558307029 0.013144515563347765 -0.020725241357771301 0.0059442075737591834
leaf_weight=0.0013297360086435483 0.0011328499154696419 0.0010196370768611627 0.0016421083434330968 0.0017723276201927162 0.0018141597483404014 0.0010684517349359192 0.0011403242007701491 0.0017509263793488588
leaf_count=201 279 336 1571 383 411 268 134 327
internal_value=0 0.0011026 0.00269286 -0.000336786 0.00291934 0.0108884 -0.00434142 -0.00617989
internal_weight=0 0.0115377 0.010518 0.0091883 0.00754619 0.00402294 0.00220878 0.00352325
internal_count=3910 3631 3295 3094 1523 813 402 710
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=11
num_cat=0
split_feature=51 160 475 133 12 16 12 43 52 15
split_gain=2.25289e-05 4.89853e-05 4.00816e-05 6.05172e-05 4.00053e-05 5.8592e-05 5.01825e-05 6.94799e-05 4.22037e-05 3.31261e-05
threshold=0.11463000000000002 -0.085519999999999985 -1.0000000180025095e-35 -0.0023199999999999996 0.10595000000000002 -0.38486499999999996 0.093125000000000013 -0.092484999999999984 -0.069134999999999988 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9 -10
right_child=-2 2 3 4 -6 6 -8 8 9 -11
leaf_value=0.020289532951850472 -0.014339962328239881 -0.019711010765088143 -0.017534901404686207 -0.0099888011289368788 -0.014155334638366919 -0.015180640568643121 0.031603744387211946 -0.00090151323734836964 0.035829957192037978 0.010727331746564536
leaf_weight=0.0012011826254529475 0.0010189182248983705 0.0010352093984993564 0.0014796326788595144 0.0015372352381459418 0.0010031069196482917 0.0010383661688176957 0.0010637032413886548 0.0011468181240163397 0.001024014621409557 0.0010802623469889931
leaf_count=603 262 458 860 289 186 223 352 290 82 305
internal_value=0 0.00116848 -0.00103819 0.00102411 0.00450299 0.00721927 0.0121608 0.00733934 0.014532 0.0229431
internal_weight=0 0.0116095 0.0104083 0.00937314 0.00789351 0.0068904 0.00535316 0.00428946 0.0032511 0.00210428
internal_count=3910 3648 3045 2587 1727 1541 1252 900 677 387
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=13
num_cat=0
split_feature=133 40 48 50 48 160 3 0 0 15 0 1
split_gain=6.27116e-05 9.91529e-05 8.53509e-05 0.000135733 0.000105584 0.000104931 8.60849e-05 0.000111993 8.33516e-05 6.43929e-05 0.000120473 4.41294e-05
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 0.086465000000000014 0.095825000000000007 0.094340000000000021 -0.13927999999999999 -0.10071499999999999 -0.06402999999999999 -0.015439999999999997 -0.11756999999999999 0.10080500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 9 -9 10 -8 -10
right_child=-2 2 -4 -5 -6 -7 7 8 11 -11 -12 -13
leaf_value=0.00059698250557831958 -0.00046945454572386086 0.00061872912026661648 -0.0005717361084365373 -0.00065343589908335557 0.00068867140034721813 -0.00057082304117748095 -0.00022658255862300183 -0.00051480754105420236 -0.00020989762841141325 0.00063778415621125516 0.00062838703869871795 0.00033912637441065599
leaf_weight=0.001072887432769099 0.0010650722630939366 0.0010560734764628764 0.0010061762772580187 0.0010438055407435655 0.0010158013356053675 0.0010199450555465816 0.0016971072897643547 0.0018300478253985863 0.0011975089820695337 0.0012031099766922782 0.0010111947403464326 0.0010620707508184456
leaf_count=253 545 245 118 521 174 228 177 1161 175 92 93 128
internal_value=0 2.38361e-05 -2.29515e-05 2.25449e-05 8.61527e-05 2.54167e-05 9.25609e-05 2.31108e-05 -0.00020376 0.000260318 9.26362e-05 4.81602e-05
internal_weight=0 0.0142157 0.0131428 0.0121367 0.0110929 0.0100771 0.00905711 0.00800104 0.00408963 0.00391141 0.0027083 0.00225958
internal_count=3910 3365 3112 2994 2473 2299 2071 1826 1464 362 270 303
is_linear=0
shrinkage=0.00196078


Tree=3729
num_leaves=9
num_cat=0
split_feature=133 52 40 2 3 0 0 4
split_gain=2.30093e-05 5.00185e-05 4.5023e-05 4.49968e-05 0.000145185 6.04439e-05 8.81089e-05 5.97538e-05
threshold=-0.085714999999999986 0.16064500000000001 -0.012844999999999997 0.11230000000000001 0.094625000000000015 -0.053834999999999994 -0.079019999999999993 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=0.011550677882335098 0.018328663338637027 -0.022736973480997267 -0.019503406791965092 -0.016388700230563765 0.029401321098018532 -0.025603753650949908 0.025643835042428356 0.0071699659784830727
leaf_weight=0.0014991604458239058 0.0012404886063265919 0.0010212747985428169 0.0019515651325111359 0.0017477970488998934 0.0014793853157045447 0.0012099649971461669 0.0010053883191553149 0.00147436599501916
leaf_count=604 348 427 1155 414 155 231 408 168
internal_value=0 -0.00164607 0.00048468 -0.00201127 0.00151773 -0.00579454 -0.000385664 -0.00802439
internal_weight=0 0.0111302 0.010109 0.00886847 0.00712067 0.00564128 0.00443132 0.00342593
internal_count=3910 3306 2879 2531 2117 1962 1731 1323
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=13
num_cat=0
split_feature=133 484 0 160 4 1 4 3 1 16 2 47
split_gain=0.000100949 8.95229e-05 8.57897e-05 7.52141e-05 7.68242e-05 0.000149868 0.000130413 9.48244e-05 8.29834e-05 0.000120477 9.40547e-05 9.19571e-05
threshold=0.10681500000000001 -0.0043499999999999988 0.14676000000000003 0.099550000000000013 -0.034289999999999994 0.088495000000000018 -1.0000000180025095e-35 -0.083144999999999983 0.11198000000000001 -0.49150499999999991 0.090050000000000005 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 -3 9 -8 -11 -10
right_child=-2 2 -4 -5 6 -7 8 -9 11 10 -12 -13
leaf_value=-0.00052973885074245595 -0.00058577739046703598 0.00049238278571207882 0.0006288173084614254 -0.00046356713327611992 0.00073388343285501719 -0.00073288879539641942 0.00037547355172279877 -0.00027678229516052872 0.00077265066815744663 -4.4454157362204239e-05 -0.00081096630861443488 1.23138876503963e-05
leaf_weight=0.001004696745409696 0.0010833167800292391 0.0012687664269782294 0.0010025489986508268 0.0010733981857218933 0.0013905309187908508 0.0011715623191837759 0.0013034505911442462 0.0011981616819693075 0.0011020798918270258 0.0015072134010012455 0.0010402401734185031 0.00137398307265907
leaf_count=539 545 475 70 140 485 383 141 374 279 189 200 90
internal_value=0 3.48283e-05 7.70575e-05 3.25528e-05 7.94473e-05 -0.000155432 0.000190183 0.000118807 7.06897e-05 -0.000109374 -0.000357456 0.000350735
internal_weight=0 0.0144366 0.0134319 0.0124294 0.011356 0.00363849 0.0077175 0.00246693 0.00632697 0.0038509 0.00254745 0.00247606
internal_count=3910 3365 2826 2756 2616 1232 1384 849 899 530 389 369
is_linear=0
shrinkage=0.00196078


Tree=3731
num_leaves=14
num_cat=0
split_feature=484 133 40 48 51 0 3 15 16 47 1 52 1
split_gain=0.000115638 7.69052e-05 8.81357e-05 0.000104791 9.21255e-05 9.89725e-05 0.000134976 0.000111013 0.000180139 0.000118765 0.000126519 0.000154233 0.000109224
threshold=-0.0043499999999999988 0.10681500000000001 -0.080519999999999994 0.11930500000000001 0.08955500000000001 -0.23029999999999998 -0.10315499999999998 0.090325000000000003 -0.091214999999999977 0.09550500000000002 0.095575000000000007 0.0033900000000000002 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 12 8 -8 10 11 -10 -7
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00063816999212032118 0.00063361284842489228 -0.00047308364357052728 0.00069817766805288224 -0.00055622920844727386 -0.00043591763672910084 4.3662974282916866e-05 -0.00069297051561439591 0.00048800982142735297 -0.00074963579748025817 0.00061635255330754943 0.00046318806883437501 0.00022400031463638492 0.00088435496505741306
leaf_weight=0.0010444046990404658 0.0010047472837791021 0.0010627191121479725 0.0010937758056354116 0.001072962229859171 0.0011899526471234679 0.0011326187551644676 0.0017355218125426957 0.0012376969592196307 0.0015393537661007768 0.0010816391857298713 0.0010129585133614588 0.001053695127689022 0.0012497858573203968
leaf_count=612 228 472 74 99 276 82 416 318 542 99 156 308 228
internal_value=0 3.59444e-05 7.34983e-05 3.15002e-05 8.26571e-05 0.000138065 7.70651e-05 -4.96971e-05 -0.000153309 4.64913e-05 -0.000124441 -0.000353995 0.000484682
internal_weight=0 0.0154674 0.0144047 0.0134 0.012327 0.011137 0.0100433 0.00766087 0.00642317 0.00468765 0.00360601 0.00259305 0.0023824
internal_count=3910 3298 2826 2598 2499 2223 2149 1839 1521 1105 1006 850 310
is_linear=0
shrinkage=0.00196078


Tree=3732
num_leaves=9
num_cat=0
split_feature=4 151 52 13 13 1 4 13
split_gain=1.98159e-05 3.04321e-05 4.08763e-05 5.88692e-05 6.1977e-05 6.58004e-05 9.85077e-05 3.69822e-05
threshold=0.27608500000000008 -0.024429999999999997 0.11401500000000002 -0.094679999999999986 -0.017604999999999999 0.086560000000000012 0.0057500000000000008 0.0024700000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.0096864336108509978 0.010331614095779052 0.013962172561463974 -0.021458372618827638 -0.025190682207371536 0.025251724033582126 -0.035808365099910137 0.0043753305562447787 -0.00080514078340367741
leaf_weight=0.001971841743775119 0.0015981366847679862 0.0018903593626372712 0.0011708195322212454 0.0013444283321152068 0.0010620671577550979 0.0010211535232116297 0.0015153672112123984 0.0011181283851163055
leaf_count=556 441 238 511 1059 399 339 82 285
internal_value=0 -0.00157868 -0.0040137 -0.00144506 -0.00625029 -0.000851616 -0.0118018 0.0118883
internal_weight=0 0.0110942 0.00912232 0.0079515 0.00606114 0.00471672 0.00253652 0.0021802
internal_count=3910 3469 2913 2402 2164 1105 421 684
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=9
num_cat=0
split_feature=43 131 42 52 0 3 0 48
split_gain=2.05594e-05 5.5498e-05 5.41302e-05 5.11795e-05 4.28221e-05 8.68774e-05 4.52387e-05 8.23474e-05
threshold=-0.15109999999999998 0.078355000000000022 0.086325000000000013 -0.081429999999999989 -0.10209999999999998 -0.078884999999999997 -0.15291499999999997 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.0095866114644535226 0.01965595626823631 -0.023031083537205788 -0.016450590249451263 0.018644619946471399 -0.012662101160710726 0.021925535788669046 -0.02370040754006237 -0.019734082805697311
leaf_weight=0.0018764657053089743 0.0016499653847238558 0.0011008188644347104 0.0015514919318526154 0.0011854997893082182 0.0011858677310648789 0.0018735773429689128 0.0011713139321622855 0.0010580384360492912
leaf_count=340 572 590 1060 139 695 264 173 77
internal_value=0 -0.00175544 0.000665112 0.0039337 -7.30941e-05 0.00851906 -0.00777101 0.000545466
internal_weight=0 0.0107766 0.00967575 0.00812426 0.0064743 0.00305945 0.00341485 0.00224354
internal_count=3910 3570 2980 1920 1348 959 389 216
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=13
num_cat=0
split_feature=158 50 3 457 16 2 160 2 15 16 3 0
split_gain=9.00903e-05 9.11892e-05 7.13645e-05 0.000104866 0.000108913 6.667e-05 0.000102981 0.000100432 0.000111702 9.68114e-05 5.6596e-05 4.38721e-05
threshold=0.084710000000000021 0.088425000000000017 -0.10628499999999998 -0.0034949999999999994 -0.49150499999999991 0.113945 0.088785000000000017 0.088585000000000011 0.083935000000000023 0.05259500000000001 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 -5 6 7 8 10 -9 -6 -1
right_child=-2 -3 3 4 5 -7 -8 9 -10 -11 -12 -13
leaf_value=0.00014878555647148179 -0.00057102165302727072 -0.00047527241350778286 -0.00059402862911258757 0.00066117694181528871 -0.00038154577149606572 -0.0004544227970526073 0.00059576764492183249 -0.00078419217860636924 0.00069085861667221539 2.0716096694879462e-05 0.00018778385033344094 0.00065931601098650561
leaf_weight=0.0015474555498683768 0.0010383627702913361 0.0012673831896301375 0.0010219967853707509 0.0010542866981695835 0.0011719140171193251 0.0011128917387143939 0.0011628121939252396 0.0011010430923463418 0.0010726084409953857 0.0012013453304317696 0.0015714937367552009 0.0011123262749682188
leaf_count=224 433 667 192 145 413 301 131 453 492 185 113 161
internal_value=0 2.6999e-05 7.54805e-05 2.62245e-06 6.71599e-05 -7.44768e-06 6.08699e-05 -4.07883e-05 0.000154345 -0.000364205 -5.54193e-05 0.00036229
internal_weight=0 0.0143976 0.0131302 0.0104704 0.0094484 0.00839411 0.00728122 0.0061184 0.00381602 0.00230239 0.00274341 0.00265978
internal_count=3910 3477 2810 2425 2233 2088 1787 1656 1018 638 526 385
is_linear=0
shrinkage=0.00196078


Tree=3735
num_leaves=11
num_cat=0
split_feature=43 48 52 15 2 133 42 3 3 48
split_gain=2.13312e-05 8.94866e-05 4.57379e-05 5.45523e-05 7.57484e-05 4.14768e-05 4.70444e-05 4.05103e-05 0.000102969 8.3199e-06
threshold=-0.053009999999999995 0.086665000000000006 -0.087604999999999988 -0.10469999999999999 0.080080000000000012 0.084630000000000025 0.083725000000000008 -0.083144999999999983 0.094625000000000015 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 -1 -6 -9 -10
right_child=2 -3 3 4 7 -7 -8 8 9 -11
leaf_value=-0.011355928244425592 -0.022625311482235719 0.031714516762366883 -0.014909632613998339 0.027991111308461481 0.015972483551265196 -0.018805100062390123 0.017030348312742725 -0.031751876304451788 -0.00024172000347350998 0.012497622351719861
leaf_weight=0.0010085522085565447 0.0010465219246690539 0.0010073529896169001 0.0018734853674053469 0.0011235440651313012 0.0010273954271513668 0.001044372592565949 0.0013864073317868138 0.0010892834563550439 0.0010000189408630178 0.001051908180101653
leaf_count=332 375 304 373 347 376 784 378 467 94 80
internal_value=0 0.00550211 -0.00309708 -0.000245036 0.00494641 -0.0021753 0.00507648 -0.00126472 -0.00690249 0.00628903
internal_weight=0 0.00444669 0.00821216 0.00716564 0.00529215 0.00343933 0.00239496 0.00416861 0.00314121 0.00205193
internal_count=3910 1798 2112 1737 1364 1494 710 1017 641 174
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=13
num_cat=0
split_feature=484 133 0 160 484 1 12 133 3 4 12 0
split_gain=8.52591e-05 7.83061e-05 0.000101448 8.88621e-05 7.04571e-05 9.00477e-05 0.000165508 8.68491e-05 0.000100935 6.91197e-05 0.000145984 0.000113648
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.099550000000000013 0.087420000000000012 0.12864500000000004 0.098845000000000016 0.065880000000000008 -0.100615 -0.078484999999999985 0.088325000000000015 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -10 11 -11
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00055938789050368593 0.00058036217797689793 -0.00047839594815682286 0.0006656825919429981 -0.00051218750395709686 -0.00039868835369865312 0.00060737643520345364 -0.00067575972022372599 0.00061472457349961995 -0.00047996872366234445 0.00016280123564041255 0.00065689409203752451 -0.00060426161955544593
leaf_weight=0.001018619369185199 0.0011705398085219976 0.0010876946575534051 0.0010115781359458986 0.0010996553630228867 0.0011037903546505462 0.0012880628309693944 0.0010566412655715297 0.001295685722108305 0.0011552964561043688 0.0017460808415566999 0.0011496600780159377 0.0012921569793861182
leaf_count=612 203 472 70 140 310 213 264 323 535 194 325 249
internal_value=0 2.75327e-05 6.86943e-05 1.98254e-05 7.17916e-05 0.000122935 5.25547e-05 0.000151098 5.88754e-05 -5.53673e-05 6.17656e-05 -0.000163429
internal_weight=0 0.0144568 0.0133691 0.0123576 0.0112579 0.0101541 0.00886606 0.00780942 0.00651373 0.00534319 0.0041879 0.00303824
internal_count=3910 3298 2826 2756 2616 2306 2093 1829 1506 1303 768 443
is_linear=0
shrinkage=0.00196078


Tree=3737
num_leaves=10
num_cat=0
split_feature=15 160 160 15 12 49 0 52 43
split_gain=2.23753e-05 2.86112e-05 4.57973e-05 4.41289e-05 6.27664e-05 4.79412e-05 9.95283e-05 8.87396e-05 4.24377e-05
threshold=-0.24219999999999997 0.099550000000000013 0.084835000000000008 -0.10469999999999999 0.10129000000000001 -1.0000000180025095e-35 -0.10071499999999999 0.086635000000000004 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.013869836696306655 -0.018173298157519214 -0.016312360500420463 0.020058978908308066 -0.011164789507539718 -0.020839741541768556 0.031506521583464002 0.001750570811637094 0.017218448764763028 -0.026557424167216043
leaf_weight=0.001054444902182739 0.0014176186675942436 0.0011504857446209488 0.0010549321297907916 0.0015080832097830463 0.0011320082028267713 0.0014387636343861031 0.0010117137080682456 0.0017775111894161684 0.0011112884704205261
leaf_count=317 297 291 185 455 387 165 365 653 795
internal_value=0 -0.00134478 0.000302758 -0.00191513 0.000973304 0.00457944 0.00902642 0.000734289 -0.0130673
internal_weight=0 0.0116024 0.0104519 0.00939699 0.00797937 0.00684736 0.00533928 0.00390051 0.002123
internal_count=3910 3593 3302 3117 2820 2433 1978 1813 1160
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=13
num_cat=0
split_feature=133 3 50 48 4 3 2 159 0 42 0 49
split_gain=8.29283e-05 8.90321e-05 8.73302e-05 9.00071e-05 9.89138e-05 6.50794e-05 7.72967e-05 0.000118618 9.79202e-05 8.7598e-05 0.000155184 0.00012441
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 0.11379500000000002 0.28937500000000005 0.10223 0.10393500000000001 0.081975000000000006 -0.060094999999999989 0.091330000000000008 -0.10071499999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00025426607602818148 -0.00052574654733966231 0.00059594559454063565 -0.00048490667191279711 -0.00048046954567071691 0.00068783999343844304 0.00049419524221064033 -0.00047490545037824936 -0.00056542669213679303 0.00064647038753152771 0.00054955503351995555 -0.0006002381678300075 0.00057716574291054616
leaf_weight=0.0013036588161354917 0.0010805949937809723 0.0010196760973578576 0.0013150562015285258 0.0011254596267664735 0.0010056420446784295 0.0010898126982983323 0.0012058480679005669 0.0010112065804818065 0.0012636614123061616 0.0010381798155093113 0.0014730406071514525 0.0014745832368624956
leaf_count=100 545 183 549 116 260 71 372 326 130 199 943 116
internal_value=0 3.75546e-05 -5.23595e-06 4.73693e-05 0.000102043 4.22959e-05 -1.38587e-05 5.96379e-05 0.000156091 3.89386e-05 -8.57559e-05 0.000187026
internal_weight=0 0.0143258 0.0133061 0.0119911 0.0108656 0.00985999 0.00877018 0.00756433 0.00655312 0.00528946 0.00425128 0.00277824
internal_count=3910 3365 3182 2633 2517 2257 2186 1814 1488 1358 1159 216
is_linear=0
shrinkage=0.00196078


Tree=3739
num_leaves=9
num_cat=0
split_feature=1 15 16 43 16 133 48 12
split_gain=2.46231e-05 4.60012e-05 7.34798e-05 4.09033e-05 4.95393e-05 4.56652e-05 4.30472e-05 7.08366e-05
threshold=0.10420500000000001 -0.017214999999999998 -0.062279999999999995 -0.15648499999999999 0.15737500000000001 0.065880000000000008 0.084500000000000006 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.014478623237530609 0.012260828951218777 0.023436619450134394 -0.018133539930353351 0.014242041696520966 -0.02396993000285225 0.013649893824270471 -0.022905073418514971 -0.015493023223331771
leaf_weight=0.0011177449476450375 0.0019724423238333686 0.0011222431947676172 0.0013328807926943978 0.0015623790476437538 0.0012734784028433045 0.0013859601462764513 0.0012464875352226159 0.0016443605592904459
leaf_count=235 427 205 248 185 397 901 250 1062
internal_value=0 0.00594356 4.21468e-06 -0.00330471 -0.00609933 -0.0022019 -0.0071354 -0.00100558
internal_weight=0 0.00442757 0.00330532 0.00823041 0.00711267 0.00583919 0.00445323 0.00320674
internal_count=3910 880 675 3030 2795 2398 1497 1247
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=12
num_cat=0
split_feature=158 50 156 0 2 1 151 2 42 43 4
split_gain=8.8167e-05 0.000120413 9.61681e-05 9.37436e-05 0.000119329 0.000119328 0.000117278 0.000115212 7.7117e-05 7.42449e-05 5.21647e-05
threshold=0.084710000000000021 0.088425000000000017 0.089935000000000001 -0.077944999999999987 0.089710000000000012 0.083370000000000014 -0.0088999999999999982 0.10113500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 -7 8 -5 -1 -11
right_child=-2 -3 -4 7 5 6 -8 -9 -10 10 -12
leaf_value=-0.00064692987852353872 -0.0005661388074672364 -0.00054269929886194604 -0.00049842396930762181 0.00020500033268727977 -0.00030348505731788469 1.7495567303888617e-05 0.00079585744935452101 -3.1217877812631377e-05 0.00088724510009833505 0.00029054530853871483 -0.0002779201751813194
leaf_weight=0.0012133127368701706 0.0010298398846502908 0.0012990068343339814 0.0010127939916756536 0.001056316711558148 0.0011486406102577838 0.0013718889382891147 0.0016267414356839751 0.0017510927880242241 0.0016045974315449477 0.0010049876505755992 0.0016227262156404874
leaf_count=797 433 667 342 105 313 141 175 345 294 172 126
internal_value=0 2.73189e-05 8.2523e-05 0.000129972 3.27214e-06 0.000233903 0.000439753 0.000359372 0.000616411 -0.000245747 -6.05066e-05
internal_weight=0 0.0147121 0.0134131 0.0124003 0.0079883 0.00414727 0.00299863 0.00441201 0.00266091 0.00384103 0.00262771
internal_count=3910 3477 2810 2468 1724 629 316 744 399 1095 298
is_linear=0
shrinkage=0.00196078


Tree=3741
num_leaves=9
num_cat=0
split_feature=52 160 43 160 12 2 1 4
split_gain=2.21642e-05 4.4557e-05 4.66006e-05 3.595e-05 3.81021e-05 8.09679e-05 8.28037e-05 5.65584e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.074254999999999988 -1.0000000180025095e-35 0.10129000000000001 0.092340000000000019 0.097480000000000011 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -7 -5
right_child=3 2 -4 4 -6 6 -8 -9
leaf_value=0.023840125864366089 -0.016725913837798419 0.014809126190208029 -0.0099402280106073229 0.0056482040760250747 -0.017313335246240426 0.031832260792038457 -0.003333131330073832 -0.021211631934057874
leaf_weight=0.0010381134493817955 0.0015610802535716423 0.0012688141233988901 0.0019000985626929675 0.0015796155340373642 0.0010654169792386672 0.0014810789234604507 0.0012221441099159189 0.0015563732337689337
leaf_count=244 924 510 436 723 251 257 216 349
internal_value=0 0.00585957 -3.07312e-05 -0.00302102 7.75389e-05 0.00325066 0.0159338 -0.00768218
internal_weight=0 0.00420703 0.00316891 0.00846571 0.00690463 0.00583921 0.00270322 0.00313599
internal_count=3910 1190 946 2720 1796 1545 473 1072
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=13
num_cat=0
split_feature=133 3 48 50 2 48 2 52 52 4 51 4
split_gain=8.061e-05 0.00012733 0.00014038 0.000114175 0.000134598 7.24164e-05 0.000115273 7.4425e-05 8.67166e-05 0.000132099 8.40183e-05 6.23667e-05
threshold=0.10681500000000001 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.11542500000000001 0.083775000000000002 0.089710000000000012 0.10701500000000001 0.048490000000000012 -0.034289999999999994 -0.030229999999999996 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 -1 -11 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13
leaf_value=-0.00065564924418883529 -0.00051175535742032762 0.00068385235554364009 -0.00071990888268104296 -0.00054002453200040527 0.00077919551218866333 -0.000168508123755205 0.00061704541506785344 -0.00053793264088297394 0.00039731830540317331 0.00041649807683474794 -0.00051763173193588555 0.00015858928320599912
leaf_weight=0.0013121935283139062 0.0011510443376511496 0.001053863084192942 0.0010292018004452617 0.0012128847065146385 0.0010019287195519927 0.0012336773999907036 0.0017187454070586236 0.001126863920189662 0.001645441175403127 0.0015472753522663076 0.0010684694489849302 0.0010297130257847552
leaf_count=440 545 183 115 525 288 222 186 273 481 266 252 134
internal_value=0 2.67044e-05 -2.30245e-05 3.25872e-05 9.20269e-05 2.75756e-05 0.0002888 -7.21979e-05 7.28298e-06 -0.000122169 6.98582e-05 -0.000185767
internal_weight=0 0.0149803 0.0139264 0.0128972 0.0116843 0.0106824 0.00295242 0.00772996 0.00660309 0.00495765 0.00364546 0.00209818
internal_count=3910 3365 3182 3067 2542 2254 408 1846 1573 1092 652 386
is_linear=0
shrinkage=0.00196078


Tree=3743
num_leaves=9
num_cat=0
split_feature=1 4 12 12 150 1 4 3
split_gain=2.76992e-05 6.56686e-05 4.41101e-05 4.59838e-05 3.85635e-05 4.89543e-05 8.91168e-05 4.53042e-05
threshold=0.085835000000000009 -0.15333499999999997 0.085185000000000025 0.089995000000000006 0.077110000000000012 0.10752500000000002 -0.0010999999999999996 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 -7
right_child=4 2 3 -5 -6 7 -8 -9
leaf_value=0.0093752611318134952 0.0074770483348272024 -0.030023189983536664 0.0078304484167586747 -0.020829584248883603 0.01688957907490066 0.018426671192995205 -0.030573196078578127 -0.0054383281406554587
leaf_weight=0.0018754570849691607 0.0012861464229517326 0.0011351078531973069 0.0011742505817982649 0.0010698981362586134 0.0017388178607315782 0.0018161608925099208 0.0011804740142284241 0.0014153695631754443
leaf_count=166 608 581 679 774 349 405 160 188
internal_value=0 -0.00563062 -0.0139587 -0.00583323 0.00385401 -0.000123852 -0.010733 0.0079741
internal_weight=0 0.00525471 0.00337926 0.00224415 0.00743697 0.00569815 0.00246662 0.00323153
internal_count=3910 2200 2034 1453 1710 1361 768 593
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=12
num_cat=0
split_feature=484 15 49 151 150 42 4 15 2 133 52
split_gain=6.80477e-05 5.14231e-05 5.60323e-05 0.000106803 9.45965e-05 9.15573e-05 9.55436e-05 0.000111843 9.25794e-05 5.90377e-05 0.000100583
threshold=-0.0043499999999999988 -0.24219999999999997 -0.14917999999999998 0.056555000000000001 0.082965000000000025 -0.082904999999999993 -1.0000000180025095e-35 0.079360000000000014 0.091525000000000009 0.05306000000000001 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 -8 10 -7
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00050016424105392442 0.00044573984239053798 0.00043626930189597977 0.00034440553407547275 -0.00063765061939329514 0.00043718042355761597 -0.00011341311812216851 -0.00070714708426044756 -0.00049610145394414994 -1.206371957585045e-05 -0.00020306814064870448 0.00067452625386561326
leaf_weight=0.0010144026443680279 0.0010376505298134104 0.0010120086459307542 0.0017350166863616462 0.0010636204486382814 0.0017097728078368868 0.0010569785215192029 0.0018122500090379705 0.0012146316901021524 0.0012413494639431956 0.0010378620970258839 0.0015165869188189644
leaf_count=612 291 111 465 114 342 265 227 887 267 201 128
internal_value=0 2.52189e-05 -7.34464e-06 -4.35844e-05 1.22117e-05 -6.33602e-05 -0.000153146 1.86001e-05 -0.000424582 0.00019171 0.000350915
internal_weight=0 0.0144377 0.0134001 0.0123881 0.0113244 0.00961468 0.00787966 0.00482606 0.0030536 0.00361143 0.00257357
internal_count=3910 3298 3007 2896 2782 2440 1975 1481 494 594 393
is_linear=0
shrinkage=0.00196078


Tree=3745
num_leaves=10
num_cat=0
split_feature=15 52 49 2 52 3 150 47 16
split_gain=2.28782e-05 2.58787e-05 4.93593e-05 4.14205e-05 7.42644e-05 0.000115961 0.000124117 6.38081e-05 5.40856e-05
threshold=-0.24219999999999997 0.14114500000000005 1.0000000180025095e-35 0.11290500000000002 0.091715000000000005 -0.089974999999999986 0.086420000000000011 0.09252500000000001 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.013966394720225823 -0.023882106680292465 0.012316689553400107 -0.021766099158031377 0.016188127135963605 -0.027486996140784425 0.033677037926645149 -0.023596662180768432 -0.0048620731221201427 0.0069223090191803428
leaf_weight=0.0010632211595929556 0.0014962442433180583 0.0012368177150192403 0.0012333125843222272 0.0012853268452451575 0.00108344164470584 0.0018244785202995056 0.0010258426539531216 0.0011620422318541837 0.0012896826649430048
leaf_count=317 509 475 679 254 252 656 171 166 431
internal_value=0 -0.00135803 -0.00298424 -0.000457373 -0.00317187 0.000703229 0.00764124 0.0151351 0.022597
internal_weight=0 0.0116372 0.0104004 0.00916706 0.00788173 0.00679829 0.00530205 0.0042762 0.00311416
internal_count=3910 3593 3118 2439 2185 1933 1424 1253 1087
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=10
num_cat=0
split_feature=1 4 12 150 1 52 16 12 3
split_gain=2.08029e-05 6.0095e-05 3.71409e-05 3.65802e-05 4.70901e-05 3.85224e-05 4.02035e-05 3.50621e-05 9.63394e-06
threshold=0.085835000000000009 -0.15333499999999997 0.085185000000000025 0.077110000000000012 0.10561500000000001 -0.014099999999999998 -0.25582999999999995 0.089995000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 -4 -2
right_child=3 2 7 -5 5 6 -8 -9 -10
leaf_value=0.0094653431901077605 -0.0057196835622170678 -0.027686200357970023 0.0065390497370639809 0.016047579371779874 0.019936009402831682 0.011019933844773847 -0.015558365549565285 -0.018545496999652852 -0.019361056582546169
leaf_weight=0.0018718411639072176 0.0010321420281976816 0.0011276148876608843 0.0011685039804362992 0.0017351248770259616 0.0013229861882207098 0.0012074292634684947 0.0010765747485358785 0.001065153649359945 0.0010387236414308471
leaf_count=166 595 581 679 349 260 236 151 774 119
internal_value=0 -0.00489472 -0.0128916 0.00334027 -0.000543022 0.00635741 -0.00150786 -0.0054229 -0.012562
internal_weight=0 0.00523311 0.00336127 0.00741298 0.00567786 0.00360699 0.002284 0.00223366 0.00207087
internal_count=3910 2200 2034 1710 1361 647 387 1453 714
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=11
num_cat=0
split_feature=42 51 50 160 49 1 48 3 0 1
split_gain=1.90005e-05 5.00572e-05 5.71211e-05 0.000113463 9.73237e-05 0.000115079 9.71078e-05 6.77531e-05 5.30415e-05 3.24461e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.11052000000000002 0.08784500000000002 -0.082304999999999975 -0.10071499999999999 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -5 6 7 -6 -9 -1
right_child=1 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.021385102648916764 -0.015975394496299415 0.037775033431312575 -0.01775334958870493 0.027678698960866218 0.015442691095447722 -0.032304971009924369 0.029436986846064911 0.0021655262122004487 -0.027482284350200639 0.0038925530604185066
leaf_weight=0.0010297236050199857 0.0014000010314489325 0.0010527771350726496 0.0010393220402125205 0.0012696957674574192 0.001184368991134604 0.0010819294942058773 0.0011290288276529408 0.0011252242477324272 0.001301293096895998 0.0010018400846092544
leaf_count=864 521 454 490 176 329 270 142 93 375 196
internal_value=0 0.00163864 0.00432381 0.00714115 0.00259338 -0.00287752 0.00383957 -0.00416406 -0.013734 -0.00891974
internal_weight=0 0.0105836 0.00918364 0.00814432 0.00709154 0.00582184 0.00473992 0.00361089 0.00242652 0.00203156
internal_count=3910 2850 2329 1839 1385 1209 939 797 468 1060
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=10
num_cat=0
split_feature=49 52 13 2 15 16 1 1 52
split_gain=1.99386e-05 4.58506e-05 8.23293e-05 0.000108828 5.70281e-05 5.30818e-05 7.86649e-05 0.000147689 5.86715e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.099990000000000009 0.088615000000000013 -0.094359999999999986 0.11183500000000002 0.090355000000000005 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -7
right_child=-2 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.0039687829746039432 0.012031520336940382 -0.018706977681407475 -0.016594457254046943 0.040215302302422255 -0.025964476975864095 -0.01733782022825579 -0.018526238183790882 0.035745150444372917 0.013756133518712077
leaf_weight=0.0011264080908529313 0.0012310559326468859 0.0013441610779954339 0.0015810493657327142 0.0011036364066784299 0.0010181451336638688 0.0014121510053630166 0.0011627705145356203 0.0015049706690214771 0.0010641271613303133
leaf_count=208 378 566 390 158 567 750 180 305 408
internal_value=0 -0.00136927 0.000967451 0.0178977 -0.00390845 -0.000569267 0.00435618 0.0110393 -0.00397586
internal_weight=0 0.0113174 0.00997326 0.00223004 0.00774321 0.00672507 0.00514402 0.00398125 0.00247628
internal_count=3910 3532 2966 366 2600 2033 1643 1463 1158
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=14
num_cat=0
split_feature=133 0 42 484 43 3 133 0 457 1 0 0 15
split_gain=0.000110184 8.87995e-05 6.86385e-05 7.81965e-05 9.36319e-05 0.000107331 6.14434e-05 5.6767e-05 0.000109213 9.62222e-05 0.000117172 7.78629e-05 5.26271e-05
threshold=0.10681500000000001 0.14676000000000003 -0.09361499999999999 0.087495000000000017 -0.06705499999999999 -0.076734999999999984 -0.090054999999999982 -0.23129999999999998 0.082870000000000013 0.11368000000000002 -0.10209999999999998 -0.083424999999999985 -0.042544999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 -6 -8 9 10 -9 -12 -4
right_child=-2 -3 3 -5 6 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.00047816262616175815 -0.00062189705792217752 0.00058808412143985676 -0.00023119299650756775 -0.00048550221902921199 -0.00048514126571713414 0.00082757110875300403 -0.00039570520858875867 -0.00059941781306008322 0.00064529755209325748 0.0004963199905600313 0.00051206579903526571 -0.0002440137428868596 0.00039756908972872398
leaf_weight=0.0010880066594715137 0.0010471857678758323 0.0010422932500063807 0.001001653622742082 0.0010126464005078299 0.0010052207934706211 0.0012050844229364675 0.0010063809481121238 0.0014895144306863338 0.001165552974824461 0.0010487163878819461 0.0010092144029817916 0.0010884458102888902 0.0010465094797632117
leaf_count=304 545 74 371 305 431 370 95 146 83 187 243 381 375
internal_value=0 3.71531e-05 -6.45849e-06 3.60301e-05 8.37541e-05 0.000363261 -3.26288e-05 3.41877e-05 0.000108762 -2.61339e-05 -0.000178874 0.000119747 9.00732e-05
internal_weight=0 0.0142092 0.0131669 0.0120789 0.0110663 0.00325325 0.00781305 0.00680782 0.00580144 0.00463589 0.00358717 0.00209766 0.00204816
internal_count=3910 3365 3291 2987 2682 1116 1566 1135 1040 957 770 624 746
is_linear=0
shrinkage=0.00196078


Tree=3750
num_leaves=9
num_cat=0
split_feature=1 4 52 0 12 2 3 0
split_gain=2.22071e-05 8.87516e-05 4.67858e-05 7.66341e-05 7.46915e-05 5.17607e-05 6.08139e-05 3.11537e-05
threshold=0.11235500000000002 0.24280000000000004 0.11401500000000002 -0.077944999999999987 0.086935000000000012 0.082715000000000025 0.086245000000000016 -0.032484999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -5
right_child=1 -3 -4 7 -6 6 -8 -9
leaf_value=-0.019018163698619264 -0.0066557525997464288 0.028901960926025001 -0.021192350557453166 0.026277531724391609 -0.026426204284495016 0.022277760735329437 -0.0058274035863469268 0.0049747793110199029
leaf_weight=0.0010540197743919982 0.0017535359876991521 0.0011705221123796709 0.0011615077491121265 0.0011483566243808549 0.0014174949061946151 0.0013812939457253136 0.0017393648408995377 0.0017068868736459389
leaf_count=178 288 343 514 520 902 727 135 303
internal_value=0 0.00757826 -0.00237447 0.000212963 -0.00659285 0.00014148 0.00661276 0.0135426
internal_weight=0 0.00292406 0.00960892 0.00844742 0.00559217 0.00417468 0.00312066 0.00285524
internal_count=3910 631 3279 2765 1942 1040 862 823
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=9
num_cat=0
split_feature=1 42 403 52 0 0 0 2
split_gain=2.06149e-05 6.32223e-05 3.82691e-05 5.34592e-05 6.8224e-05 0.000108736 6.8984e-05 3.75695e-05
threshold=0.12263000000000002 0.092145000000000019 0.03138500000000001 0.11401500000000002 -0.060094999999999989 -0.099864999999999995 -0.13506999999999997 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0085731382010368236 0.010019677956592574 -0.020916224484738382 0.017540237581998821 -0.02189764564684208 0.020193135754658795 -0.029251135174846413 0.025642985650119202 -0.013999749975536463
leaf_weight=0.0013799675255041638 0.0017494777691614291 0.0014748959307293178 0.0012645742873857091 0.0010777438764158435 0.0015943839813465253 0.0012453940845699738 0.0011202297213430711 0.0015832974537016114
leaf_count=122 394 704 329 355 346 1330 115 215
internal_value=0 -0.00168624 0.00137479 -0.00118019 0.00204489 -0.003385 0.00450372 -0.00348775
internal_weight=0 0.0107405 0.00926559 0.00800102 0.00692327 0.00532889 0.00408349 0.00296326
internal_count=3910 3516 2812 2483 2128 1782 452 337
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=10
num_cat=0
split_feature=42 51 49 42 43 51 1 47 3
split_gain=1.94507e-05 4.20106e-05 4.52368e-05 8.43981e-05 4.81675e-05 4.19175e-05 5.69042e-05 7.15579e-05 1.81245e-06
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.091955000000000023 -0.06705499999999999 0.08955500000000001 0.086145000000000013 0.084545000000000023 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 6 -6 -8 -1
right_child=1 2 3 -5 5 -7 7 -9 -10
leaf_value=-0.012075839277189325 -0.014517671757437893 0.020964294826925901 0.023908477237747559 -0.022224541734303761 -0.0079573853748885447 -0.015290167729478155 0.030639282134370695 -0.0041352143413937534 -0.0060598242080025771
leaf_weight=0.0010019898523812507 0.0013870893920219793 0.0013626601704896943 0.0012037448158684697 0.0012821834459596634 0.0016390312317840624 0.0011341355971369767 0.0014197287450845178 0.0010146598987211819 0.0010011309440516617
leaf_count=761 521 223 598 672 332 137 300 67 299
internal_value=0 0.00168854 0.00417077 0.00119632 0.00588021 0.00171292 0.00644697 0.0161452 -0.00906912
internal_weight=0 0.0104432 0.00905614 0.00769348 0.0064113 0.00520756 0.00407342 0.00243439 0.00200312
internal_count=3910 2850 2329 2106 1434 836 699 367 1060
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=12
num_cat=0
split_feature=133 484 16 52 157 52 4 0 4 0 2
split_gain=0.00010242 0.000111827 8.10274e-05 0.000147832 0.000129667 0.00015089 9.94377e-05 7.43864e-05 6.69881e-05 0.000116535 4.65399e-05
threshold=0.10681500000000001 -0.0043499999999999988 -0.014099999999999998 0.096170000000000019 -0.073574999999999988 -0.082554999999999976 -0.077889999999999987 -0.08824499999999999 0.15927500000000003 -0.23029999999999998 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -3 8 9 -8 -10
right_child=-2 2 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=-0.00059537989790870187 -0.00059818558330694679 -0.00052328930332445987 0.00066427346861585288 0.00084032584779366725 0.00018642129365692032 -0.0007471064606778472 0.00023392921196122173 0.00052013101389168973 0.00042326865766146329 -0.00059992308699844809 -9.0562593738493841e-05
leaf_weight=0.0010110459794078078 0.0010615589660345924 0.0013807985839922694 0.001079561494437547 0.0013076886960068498 0.0019699338306261717 0.0010054367688148986 0.0010888273413389767 0.0011028543370066955 0.0014192491035145481 0.0015785880577643403 0.0012970836252899562
leaf_count=539 545 592 310 117 491 192 43 452 174 296 159
internal_value=0 3.31525e-05 8.11853e-05 0.000267048 8.21699e-05 -0.000129036 -4.55036e-05 5.62023e-05 -3.88329e-05 -0.000259548 0.000177908
internal_weight=0 0.0142411 0.01323 0.00536262 0.00405493 0.00297537 0.0078674 0.0064866 0.00538375 0.00266742 0.00271633
internal_count=3910 3365 2826 1110 993 683 1716 1124 672 339 333
is_linear=0
shrinkage=0.00196078


Tree=3754
num_leaves=9
num_cat=0
split_feature=1 4 157 42 43 1 16 0
split_gain=1.83305e-05 7.3733e-05 3.90153e-05 7.84713e-05 6.60373e-05 5.19444e-05 7.41056e-05 5.14387e-05
threshold=0.11235500000000002 0.24280000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 0.094695000000000015 -0.087089999999999987 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 6 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.019697375693025983 -0.0060356413390843721 0.026538405333505877 -0.023129265973601154 0.0047447568537380552 0.0049593565895489347 0.015064398789505822 -0.023516307350483861 0.035147515596692963
leaf_weight=0.0011198782072345875 0.0017477736284401049 0.0011535191007165215 0.0012341910187670278 0.001242180744223771 0.0019567640599055386 0.0012784721736906965 0.0017148175134855661 0.001008152970539849
leaf_count=603 288 343 909 473 328 241 553 172
internal_value=0 0.00691541 -0.00216016 0.000168297 0.00416164 -0.00229542 -0.00834024 0.0183652
internal_weight=0 0.00290129 0.00955446 0.00843458 0.00720039 0.00495005 0.00367158 0.00225033
internal_count=3910 631 3279 2676 1767 1122 881 645
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=11
num_cat=0
split_feature=133 133 151 150 1 4 15 16 1 0
split_gain=6.26365e-05 8.87458e-05 8.01302e-05 0.000114229 8.89093e-05 8.70367e-05 0.000149455 9.72854e-05 8.97946e-05 5.15602e-05
threshold=0.10681500000000001 0.089725000000000013 0.056555000000000001 0.091155000000000014 0.12864500000000004 -1.0000000180025095e-35 -0.021529999999999997 -0.008069999999999999 0.11198000000000001 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -7
right_child=-2 -3 -4 -5 -6 8 7 -9 -10 -11
leaf_value=0.0005621653174344831 -0.00046172820047206658 0.00053933004795796635 -0.00049514216501575416 0.00066507802963266735 0.00041818342809270661 -0.00075475975230785916 -0.0004701791027014129 0.00016625531544871774 0.00010602464059115666 -0.00022122294465109704
leaf_weight=0.0016424993818057567 0.0010696836073766933 0.0012054669274125232 0.0012201744889863324 0.001004848209725291 0.001499145096964632 0.0015101296705574002 0.0018283181345355849 0.0018657467597157967 0.0013552901718365097 0.0012923142568783165
leaf_count=492 545 282 152 215 217 199 876 456 148 328
internal_value=0 3.00288e-05 -1.64172e-05 3.2267e-05 -2.55746e-05 -9.56438e-05 7.00656e-05 -0.000148738 -0.000308336 -0.000508725
internal_weight=0 0.0144239 0.0132185 0.0119983 0.0109934 0.0094943 0.00533656 0.00369406 0.00415773 0.00280244
internal_count=3910 3365 3083 2931 2716 2499 1824 1332 675 527
is_linear=0
shrinkage=0.00196078


Tree=3756
num_leaves=12
num_cat=0
split_feature=133 13 39 48 48 51 0 3 15 16 42
split_gain=5.71576e-05 8.06359e-05 5.98953e-05 6.66908e-05 8.38568e-05 0.000107834 0.000106775 0.000151626 0.000100014 9.59251e-05 5.81141e-05
threshold=0.10681500000000001 -0.26418499999999995 0.005105000000000001 0.11119000000000002 0.090910000000000005 0.085845000000000019 -0.10071499999999999 -0.083144999999999983 -0.10312999999999999 -0.095609999999999987 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 10 -3 -10 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00049113024094876202 -0.00044669404787198771 -0.00017994757196067521 0.00034412069149030832 -0.00050265174390210627 0.0004783591661710141 -0.00067704796503725406 -0.00017858012772825602 -0.00067167258712739499 7.5340650361039498e-05 0.00087813250027359913 0.00045720110670184442
leaf_weight=0.001286805468085443 0.0010700275351496558 0.0013891684431091011 0.0014944175168028926 0.0012396367655669325 0.0011464900588041812 0.0010435567096402825 0.0012358478199496687 0.0016960882205718699 0.0011162551371426601 0.0011742123072985746 0.0010000129512527285
leaf_count=181 545 109 390 127 188 282 668 889 143 103 285
internal_value=0 2.36982e-05 -2.42843e-05 -7.41473e-05 -1.99533e-05 -8.59615e-05 -4.92288e-06 -0.000229583 0.000235142 0.000486893 0.00010578
internal_weight=0 0.0138225 0.0125357 0.0110413 0.00980163 0.00865514 0.00761158 0.00393195 0.00367964 0.00229047 0.00223586
internal_count=3910 3365 3184 2794 2667 2479 2197 1842 355 246 953
is_linear=0
shrinkage=0.00196078


Tree=3757
num_leaves=13
num_cat=0
split_feature=484 133 457 160 42 160 133 2 4 52 42 4
split_gain=9.40461e-05 8.30017e-05 9.41807e-05 9.78147e-05 9.22137e-05 0.000178706 0.000208783 0.000103653 0.000165936 0.000164683 0.000148226 9.9455e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.0034949999999999994 0.099550000000000013 -0.090359999999999982 -0.080184999999999992 -0.090054999999999982 0.11635500000000001 0.074650000000000008 0.096170000000000019 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 9 10 11 -8
right_child=1 -3 3 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00058785050443074588 -0.00048563899360103043 -0.00048497566028661673 -0.00031700554128859281 -0.00043655407273797387 -0.00034832009902933454 -0.0004355678295894266 0.00083128013260974772 -6.5783381399104075e-05 0.0011071672701545889 0.0010597279140857883 -0.00043480403511260397 1.0765421594644989e-05
leaf_weight=0.0010099711660899154 0.00106595273806651 0.0011074374395578261 0.001289403284349234 0.0010987815915902864 0.0016537988638419343 0.0011062011442051463 0.0012245742603326985 0.001130215788498274 0.0016698877765101757 0.0010474167255793976 0.0010659277559635361 0.0010592168050258823
leaf_count=612 194 472 323 132 498 348 433 278 183 67 288 82
internal_value=0 3.09474e-05 7.35494e-05 0.000121832 0.000176386 0.000240277 0.000357508 0.000479402 0.000580964 0.000381129 0.000168939 0.000450727
internal_weight=0 0.0145188 0.0134114 0.0123454 0.0112466 0.00995724 0.00830344 0.00719724 0.00606702 0.00439714 0.00334972 0.00228379
internal_count=3910 3298 2826 2632 2500 2177 1679 1331 1053 870 803 515
is_linear=0
shrinkage=0.00196078


Tree=3758
num_leaves=12
num_cat=0
split_feature=133 3 51 47 4 16 160 0 4 0 42
split_gain=6.43658e-05 9.60431e-05 8.72351e-05 7.77223e-05 0.000113005 0.000153528 0.000103941 7.40775e-05 0.000116683 6.51901e-05 4.93413e-05
threshold=0.10681500000000001 0.16699000000000003 0.08955500000000001 0.11669500000000001 0.15927500000000003 -0.097709999999999977 0.08234000000000001 -0.10071499999999999 -0.056579999999999991 -0.14070999999999997 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 10 -6 -9
right_child=-2 -3 -4 -5 9 6 -8 8 -10 -11 -12
leaf_value=-0.00068711602782855824 -0.00047358612049677284 0.00060187725830068641 -0.00041466359525889264 -0.00047670691141108964 0.00010852963571043273 0.00033098142554007968 0.00057969223579250372 -0.00016859087950913843 -0.00070147950070729602 0.0007064119025600471 0.00038464909222141186
leaf_weight=0.0011625065616551042 0.0010777091487696204 0.0010243635736593938 0.0018638630610173573 0.0010119403352360787 0.0013108073484372536 0.0015029891259737433 0.0013118597062411405 0.0015973581144088978 0.0011593270154209513 0.0015075176751535172 0.001012737513129928
leaf_count=199 545 183 374 114 124 144 311 620 720 297 279
internal_value=0 2.31326e-05 -2.09749e-05 4.24076e-05 9.21291e-05 -3.01849e-05 8.58016e-05 -3.70863e-05 -0.000183847 0.000428336 4.60706e-05
internal_weight=0 0.0144653 0.0134409 0.011577 0.0105651 0.00774678 0.00658427 0.00527241 0.00376942 0.00281833 0.0026101
internal_count=3910 3365 3182 2808 2694 2273 2074 1763 1619 421 899
is_linear=0
shrinkage=0.00196078


Tree=3759
num_leaves=12
num_cat=0
split_feature=133 13 50 48 48 160 1 2 133 160 1
split_gain=5.58363e-05 9.27177e-05 5.43427e-05 9.1572e-05 7.29483e-05 0.000110296 7.7401e-05 0.000147623 9.31346e-05 8.27007e-05 7.52243e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 0.11379500000000002 0.091555000000000011 0.087825000000000014 0.11198000000000001 0.10393500000000001 -0.0056849999999999991 -1.0000000180025095e-35 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10 -11
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.00053184033462689141 -0.00045274741765655196 -0.00035917626767456459 -0.00041097514379716537 -0.00052411102575476666 0.00055134483962301234 -0.00058040994701544712 0.00045695452075626323 -0.00062200067864582578 -0.00014518333746147666 0.00077572467775221838 0.00010073538884056367
leaf_weight=0.0012643726046099599 0.0010051651599157991 0.0010913247371611983 0.0012633070216185481 0.001079744409240308 0.0011081037373901316 0.0010454722156382499 0.0017807152340433762 0.0012057955217750762 0.0011525764173902866 0.0014795936999423632 0.0011117477542009462
leaf_count=181 545 588 550 116 197 261 302 334 422 249 165
internal_value=0 2.61827e-05 -2.57186e-05 1.83062e-05 7.70182e-05 1.77434e-05 9.76938e-05 -8.20534e-06 0.000144861 0.000291784 0.000486138
internal_weight=0 0.0135828 0.0123184 0.0110551 0.00997533 0.00886723 0.00782175 0.00604104 0.00483524 0.00374392 0.00259134
internal_count=3910 3365 3184 2634 2518 2321 2060 1758 1424 836 414
is_linear=0
shrinkage=0.00196078


Tree=3760
num_leaves=13
num_cat=0
split_feature=158 159 12 48 4 0 0 2 15 3 4 43
split_gain=5.33352e-05 6.83747e-05 5.69007e-05 7.32314e-05 9.7786e-05 0.000142681 0.000123031 0.000100258 8.01623e-05 7.68437e-05 6.6769e-05 4.20555e-05
threshold=0.083745000000000014 0.08764000000000001 0.10673000000000001 0.11930500000000001 0.0057500000000000008 -0.089879999999999974 -0.17106499999999999 0.10137500000000001 -0.017214999999999998 -0.078884999999999997 0.097045000000000006 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 9 10 11 -8 -7
right_child=-2 -3 -4 -5 6 7 8 -9 -10 -11 -12 -13
leaf_value=-0.00052665247285218011 -0.00044836770607595755 0.00049966953688188997 -0.00042546058216921237 -0.00048565538729089682 0.00081763295799528585 0.00033783882800755242 0.00018531116644229299 -0.00041957036593006801 0.00047439048999542053 0.00069419511504620866 -0.00049900552328521037 -0.00022105553073511618
leaf_weight=0.0019933860029108944 0.0010068877296244083 0.0010519589077142124 0.0012075415338325636 0.0010043949643119545 0.0012152294071744946 0.0010319588646435724 0.0011700216657122837 0.0010389786370210742 0.0013299992935442294 0.0011246228286640866 0.0010314111353647163 0.0010385986575916885
leaf_count=430 443 277 304 119 114 345 159 224 74 390 254 777
internal_value=0 1.85965e-05 -1.97824e-05 2.11133e-05 6.74944e-05 -9.40966e-05 0.000279499 0.000109545 9.43179e-05 0.000281598 -0.000135304 5.74955e-05
internal_weight=0 0.0142381 0.0131861 0.0119786 0.0109742 0.00622754 0.00474666 0.00423416 0.00353143 0.00319518 0.00220143 0.00207056
internal_count=3910 3467 3190 2886 2767 2166 601 1736 487 1512 413 1122
is_linear=0
shrinkage=0.00196078


Tree=3761
num_leaves=12
num_cat=0
split_feature=133 13 50 48 48 160 43 2 3 42 0
split_gain=6.76785e-05 9.27969e-05 6.6155e-05 8.05838e-05 6.66864e-05 8.61321e-05 8.06048e-05 7.25419e-05 6.45565e-05 6.03715e-05 6.11997e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 0.11379500000000002 0.091555000000000011 0.087260000000000018 -0.00084499999999999994 0.085805000000000006 0.088060000000000013 -1.0000000180025095e-35 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -8 -9 -3 -11
right_child=-2 2 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=0.00052405115543451865 -0.00049083659981299065 -0.00047687301375691168 -0.00044572728911554811 -0.00047244562475020295 0.00052887170109085235 -0.00050419467252605364 0.00056287968880198286 0.00033489000587289973 -0.00028759209661374303 -0.00023442590589717086 0.00041186087753702466
leaf_weight=0.00131088537004304 0.0010406410253147773 0.0012425229264235115 0.0012849287520930756 0.0011316333441703233 0.0011271170543950193 0.001052408682564474 0.0018633342266534477 0.001427357402893255 0.0011619966918486112 0.0012333837283133749 0.0010369148301605658
leaf_count=181 545 464 550 116 197 274 218 405 131 659 170
internal_value=0 2.76195e-05 -2.41864e-05 2.38464e-05 7.92055e-05 2.30034e-05 9.26572e-05 0.000267852 5.55454e-05 -0.000129411 6.0753e-05
internal_weight=0 0.0138725 0.0125616 0.0112767 0.010145 0.00901792 0.00796551 0.00445269 0.00258935 0.00351282 0.0022703
internal_count=3910 3365 3184 2634 2518 2321 2047 754 536 1293 829
is_linear=0
shrinkage=0.00196078


Tree=3762
num_leaves=11
num_cat=0
split_feature=133 160 474 42 160 52 133 0 48 0
split_gain=1.99358e-05 4.81697e-05 0.000107575 4.84438e-05 5.33981e-05 8.17885e-05 0.000105707 9.21351e-05 5.84228e-05 1.77897e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.059400000000000008 -1.0000000180025095e-35 0.099550000000000013 0.11110500000000002 0.085625000000000021 -0.070894999999999986 0.086285000000000014 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 8 9 -5
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.01070493090460529 -0.032107781681400396 -0.015527400897387697 0.010732374741292208 0.020098602111709222 -0.015489045045879807 0.034050011977986697 -0.025695374735434668 0.03425816644865283 -0.017694886739025993 0.0016231040330813183
leaf_weight=0.001508179871359921 0.0013932130988335697 0.001352670228240511 0.0010118662311981354 0.0010719438753734303 0.0010828174123032018 0.0010491244211930165 0.0010057703288835658 0.0011703147127902656 0.0010621692619822432 0.0010143135658308314
leaf_count=604 746 618 340 142 234 131 408 312 147 228
internal_value=0 -0.00154096 -0.014084 0.00188357 0.00504208 0.00853011 0.00350176 0.0103013 0.00139624 0.011116
internal_weight=0 0.0112142 0.00240508 0.00880912 0.00745645 0.00637364 0.00532451 0.00431874 0.00314843 0.00208626
internal_count=3910 3306 1086 2220 1602 1368 1237 829 517 370
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=10
num_cat=0
split_feature=39 13 48 457 3 0 4 2 42
split_gain=2.11474e-05 5.9579e-05 7.99598e-05 6.56088e-05 6.75573e-05 8.64269e-05 6.87564e-05 5.03419e-05 3.64823e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.081615000000000007 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 -3 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.019744464859568753 0.010849534313344046 0.0015138328595209196 -0.029983179788072356 0.018693127977132223 -0.025707902523647297 -0.0091640356412733773 -0.025231774385612856 0.031851018205360453 0.015903640162770766
leaf_weight=0.0011692301203186069 0.0015532020457327449 0.0011902377341559429 0.0010670352294563932 0.0014196996920819473 0.0012762106251680743 0.0013548556216968505 0.0016037314597905908 0.0010121243358704657 0.0010158868943540853
leaf_count=161 459 80 140 214 157 638 1402 243 416
internal_value=0 -0.00160797 -0.00411969 -0.00100935 -0.00476239 -0.00043479 -0.00924012 0.0154557 0.00157771
internal_weight=0 0.011109 0.00993978 0.00887275 0.00745305 0.00617684 0.00397447 0.00220236 0.00237074
internal_count=3910 3451 3290 3150 2936 2779 2456 323 1054
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=10
num_cat=0
split_feature=15 52 49 160 2 0 3 0 3
split_gain=2.35708e-05 3.23718e-05 4.4019e-05 3.3773e-05 6.88762e-05 8.40655e-05 9.51793e-05 6.52451e-05 8.05823e-05
threshold=-0.24219999999999997 0.14114500000000005 1.0000000180025095e-35 0.087260000000000018 0.11290500000000002 0.012625000000000003 0.084925000000000014 -0.10209999999999998 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.014360571110590664 -0.024269907505766155 0.013978818566614176 -0.021034959136197687 -0.015292995507208116 0.026081189499551061 -0.028023738122714956 0.027235411506395819 -0.0093234721337238733 0.022771119530360422
leaf_weight=0.0010382834729713271 0.0011686575266738239 0.0012285660849017709 0.0012194410114840229 0.0013679441434383943 0.0010116191745343315 0.0010416200088936706 0.0012514992247263518 0.0019979207062010445 0.0012857537712831716
leaf_count=317 179 475 679 269 229 195 101 1277 189
internal_value=0 -0.00136787 -0.00319053 -0.000805855 0.00174892 -0.0019002 0.00287042 -0.0039783 0.00324347
internal_weight=0 0.011573 0.0103445 0.00912501 0.00775707 0.00674545 0.00570383 0.00445233 0.00328367
internal_count=3910 3593 3118 2439 2170 1941 1746 1645 1466
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=10
num_cat=0
split_feature=49 4 52 133 13 12 12 1 16
split_gain=2.14781e-05 3.88041e-05 5.19923e-05 4.11216e-05 6.7107e-05 3.63106e-05 7.96514e-05 4.96448e-05 4.84682e-05
threshold=0.10447000000000002 0.27608500000000008 0.11401500000000002 -0.0023199999999999996 -0.090394999999999989 0.097345000000000015 0.085325000000000012 0.086560000000000012 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.015695253247879303 0.01244164777263952 0.015842608725035449 -0.024016612265571551 0.020849615036853411 0.015211162220424651 0.014099704982038316 -0.031044822099750086 -0.025070408938682315 0.0034117221929617415
leaf_weight=0.0015615728830398615 0.0012377112555555818 0.0011663141664665479 0.001093296731241992 0.001527081198921588 0.0014150260044101539 0.0010648835461767037 0.0010264364383294452 0.0010136141945788612 0.0014552416522888539
leaf_count=876 378 372 495 202 351 278 671 77 210
internal_value=0 -0.00143275 -0.00341643 -0.000931598 0.0021414 -0.00263985 -0.0062701 0.000277389 -0.00828191
internal_weight=0 0.0113235 0.0101572 0.00906386 0.00750228 0.0059752 0.00491032 0.00388388 0.00246886
internal_count=3910 3532 3160 2665 1789 1587 1309 638 287
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=10
num_cat=0
split_feature=133 160 157 42 12 47 133 150 1
split_gain=2.04287e-05 4.43132e-05 8.20953e-05 4.34462e-05 9.4795e-05 4.82151e-05 8.85989e-05 0.000101299 8.43807e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.048464999999999994 0.088115000000000013 0.092365000000000017 0.09550500000000002 0.083815000000000014 0.082085000000000019 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -3
right_child=1 3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.010899767570702393 0.0079844905628131159 -0.042897473608672465 -0.029751626845628709 0.035079590989806592 -0.0076904065696079861 0.015977074692565839 0.014510974054536439 0.0063591580465785632 -0.0051099101390243776
leaf_weight=0.0014971483092678936 0.0010031816951354439 0.0013867401168916171 0.0013554573946216711 0.001070620337370173 0.0010043426819899221 0.0011930643729541612 0.0014898488224455143 0.0014897217043471252 0.0010297649933905333
leaf_count=604 375 550 711 304 381 138 429 181 237
internal_value=0 -0.00154948 -0.0137016 0.00175871 0.0143777 -0.00221508 -0.00623733 -0.0141508 -0.0267948
internal_weight=0 0.0110227 0.00235864 0.0086641 0.00207496 0.00658914 0.00539608 0.00390623 0.00241651
internal_count=3910 3306 1086 2220 685 1535 1397 968 787
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=10
num_cat=0
split_feature=12 12 2 16 43 150 3 1 2
split_gain=1.90935e-05 3.49752e-05 4.75028e-05 0.000117421 0.000112998 5.07559e-05 0.000108743 0.000143918 5.02605e-05
threshold=0.10852500000000001 0.097345000000000015 0.086545000000000025 -0.089864999999999987 -0.0037249999999999996 0.085075000000000026 -0.010319999999999998 0.10561500000000001 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 -4
right_child=-2 -3 5 4 -6 -7 7 -9 -10
leaf_value=-0.039240857539452445 -0.013153952401356415 0.016364202083516768 -0.0027728972113266136 -0.024144779863115608 0.019558501781184821 0.019972358764622396 -0.044426653608633612 0.0040080113489877776 0.025545468830540881
leaf_weight=0.0010027975567928138 0.0010220473604083949 0.0013287751124472719 0.0010743891768503213 0.0010116117840276075 0.001425011337567882 0.0015367380615028386 0.0010221856705272298 0.0015343624429666005 0.0015042477412356007
leaf_count=389 319 366 542 747 279 298 192 212 566
internal_value=0 0.00111161 -0.000892801 -0.0104392 0.00141423 0.00402842 -0.000742915 -0.0153576 0.0137466
internal_weight=0 0.0114401 0.0101113 0.00343942 0.00243662 0.00667192 0.00513519 0.00255655 0.00257864
internal_count=3910 3591 3225 1415 1026 1810 1512 404 1108
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=11
num_cat=0
split_feature=133 13 43 48 12 52 4 0 3 0
split_gain=5.37893e-05 9.40117e-05 5.64059e-05 0.000100255 8.87497e-05 8.87662e-05 9.33051e-05 8.46669e-05 6.37761e-05 4.00758e-05
threshold=0.10681500000000001 -0.26418499999999995 -0.06705499999999999 0.086665000000000006 0.089995000000000006 -0.07125999999999999 -0.078484999999999985 -0.10209999999999998 0.092005000000000017 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 -7 8 -8 -3
right_child=-2 2 4 -5 -6 6 7 -9 -10 -11
leaf_value=0.00051786288690520868 -0.00043686110301462128 -0.00022152380513616228 -0.00044172004861196671 0.00064518122254261334 -0.00062031805805329667 -0.0003928226997844914 -0.00034132820826329112 0.00066271775689673046 0.00028803570401913543 0.00018793927645483269
leaf_weight=0.0013250626548231637 0.0010615629163488816 0.0018796168713580569 0.0016278787404010679 0.0011355758730348577 0.0012174509363745362 0.0011918663942891193 0.0010358157893472224 0.0012153669944402318 0.0015384620466492305 0.0017981635429027731
leaf_count=181 545 1006 243 263 564 418 128 203 129 230
internal_value=0 2.0979e-05 -3.1109e-05 0.000135917 -0.000133827 -4.42151e-05 8.56832e-05 0.000236176 3.47977e-05 -2.13265e-05
internal_weight=0 0.0139653 0.0126402 0.00481336 0.00782684 0.00660939 0.00498151 0.00378964 0.00257428 0.00367778
internal_count=3910 3365 3184 1499 1685 1121 878 460 257 1236
is_linear=0
shrinkage=0.00196078


Tree=3769
num_leaves=10
num_cat=0
split_feature=15 52 15 49 2 49 4 2 12
split_gain=1.9004e-05 3.04936e-05 4.11995e-05 0.000108283 5.06772e-05 2.62829e-05 7.53002e-05 4.81705e-05 4.56639e-05
threshold=-0.24219999999999997 0.14114500000000005 -0.07142999999999998 -0.045004999999999996 0.083185000000000023 -0.0057999999999999987 -0.078484999999999985 0.086130000000000012 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 8 -8 -7
right_child=1 -3 5 4 -6 6 7 -9 -10
leaf_value=0.012967218834176997 0.011206047414129734 0.013797222453680284 -0.0096124339282170918 -0.009005674360937542 -0.038931969312772652 0.0097613783729290395 0.0044077630286984415 0.034823766027603183 -0.015452478888928603
leaf_weight=0.001026438188768789 0.00131340341078522 0.0012063462044769888 0.0015765109736975789 0.0010677537608036712 0.0012038263212337586 0.0012219984002984391 0.0010322265032040841 0.0010506855116213633 0.0017425180201232509
leaf_count=317 213 475 407 146 556 251 272 431 842
internal_value=0 -0.00123818 -0.00301485 -0.01165 -0.0248651 0.00165863 0.00517903 0.0197505 -0.00505912
internal_weight=0 0.0114153 0.0102089 0.00358498 0.00227158 0.00662394 0.00504743 0.00208291 0.00296452
internal_count=3910 3593 3118 915 702 2203 1796 703 1093
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=12
num_cat=0
split_feature=133 50 160 457 156 12 3 2 49 16 12
split_gain=6.4838e-05 6.34199e-05 7.98314e-05 7.61919e-05 8.83689e-05 6.71013e-05 8.06078e-05 0.000118309 0.000106165 0.000123617 0.000102053
threshold=0.10681500000000001 0.086465000000000014 0.099550000000000013 -0.0034949999999999994 0.084090000000000012 -0.023959999999999995 0.11476000000000001 0.10393500000000001 -0.047309999999999998 -0.014099999999999998 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -7 10 -10
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00038495188462349075 -0.00048143643617036698 -0.00037355693116447066 -0.00040502356531340971 -0.00020213022356512571 -0.00028783420917867291 0.00087804454497807376 0.00079703555574821283 -0.00039078117860957416 0.00026792832820206499 0.00060320679911725784 -0.00050607613290023416
leaf_weight=0.0010422457146940728 0.0010493681752471199 0.0013882619399705034 0.0012351798877542073 0.0011306943830167032 0.0013907918046059719 0.0011210361450233169 0.001114661080520038 0.0010095453490375052 0.0015294836954346516 0.0017811652184576438 0.0011454109055106347
leaf_count=195 545 571 232 350 440 97 97 276 315 344 448
internal_value=0 2.40357e-05 6.8192e-05 0.000120079 0.000171568 0.000243911 0.000309398 0.000226875 0.000338681 0.000202991 -6.35065e-05
internal_weight=0 0.0138885 0.0125002 0.011265 0.0102228 0.008832 0.0077013 0.00658664 0.0055771 0.00445606 0.00267489
internal_count=3910 3365 2794 2562 2367 1927 1577 1480 1204 1107 763
is_linear=0
shrinkage=0.00196078


Tree=3771
num_leaves=9
num_cat=0
split_feature=1 0 15 15 15 16 0 3
split_gain=1.9349e-05 7.78072e-05 3.7502e-05 3.59918e-05 6.03776e-05 7.67636e-05 8.31599e-05 1.40801e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.035895000000000003 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999 -0.0045049999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -8
right_child=3 2 -4 -5 -6 -7 7 -9
leaf_value=-0.026339907823106384 -0.0071215726219460446 -0.0054797018114499003 0.017215691731710794 -0.011615817814225514 0.025808148672316296 -0.016024043155098137 0.014640048344463988 0.031291497995144919
leaf_weight=0.0012644792530264737 0.001656638158435809 0.0019264578539325632 0.0011704253878030673 0.0014217124990078198 0.0012409463008531 0.0017301131239133615 0.0010034770553132518 0.0010280689174020593
leaf_count=630 131 579 799 532 337 409 282 211
internal_value=0 -0.00543706 0.00309772 0.00282784 0.00591149 0.00135458 0.00950682 0.0230666
internal_weight=0 0.00436136 0.00309688 0.00808096 0.00665924 0.0054183 0.00368818 0.00203155
internal_count=3910 2008 1378 1902 1370 1033 624 493
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=11
num_cat=0
split_feature=133 13 39 48 48 51 1 2 42 0
split_gain=6.30602e-05 6.8315e-05 6.10795e-05 7.76954e-05 8.41448e-05 0.000100166 0.00013114 9.00246e-05 5.32358e-05 0.000212566
threshold=0.10681500000000001 -0.26418499999999995 0.005105000000000001 0.11119000000000002 0.090910000000000005 0.085845000000000019 0.11198000000000001 0.095195000000000016 0.085195000000000007 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00046032546398039965 -0.00047269587008252602 0.00031393309214476151 0.00036171828772630737 -0.00054597140067674354 0.00049596435151669444 -0.00064622635121510275 0.00056319472120231959 -0.00049010374103991376 0.00036773980529295473 -0.00074081480065009506
leaf_weight=0.0012616623326521829 0.0010511264729283929 0.0018393995270010515 0.001430742984418692 0.0011724723068562018 0.0011117173475328002 0.0010448803606504641 0.0013179106062431835 0.0017795999161513889 0.0012885973396880197 0.0012230692280230625
leaf_count=181 545 141 390 127 188 282 188 491 589 788
internal_value=0 2.59545e-05 -1.89351e-05 -6.94672e-05 -1.13018e-05 -7.76984e-05 2.0542e-06 -0.000118574 3.33824e-05 -0.000107305
internal_weight=0 0.0134701 0.0122084 0.0107776 0.00960517 0.00849346 0.00744858 0.00613067 0.00435107 0.00306247
internal_count=3910 3365 3184 2794 2667 2479 2197 2009 1518 929
is_linear=0
shrinkage=0.00196078


Tree=3773
num_leaves=10
num_cat=0
split_feature=11 48 0 42 49 13 42 0 13
split_gain=1.93839e-05 2.8248e-05 6.41926e-05 5.07551e-05 6.6258e-05 5.36238e-05 5.00067e-05 6.79518e-05 0.000109454
threshold=0.077330000000000024 0.091555000000000011 -0.15007499999999999 0.086325000000000013 -0.065249999999999989 -0.071149999999999977 -0.087904999999999983 -0.15291499999999997 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -6 -8 -9
right_child=-2 2 -4 5 6 -7 7 8 -10
leaf_value=-0.01759077825589947 -0.01260675700991499 -0.0059408881533452385 0.029578979955845616 -0.029096145724423612 0.024811239714832116 0.0015094614457977057 0.025206618769698597 0.015012367212875608 -0.020996497102667652
leaf_weight=0.0012705642002480387 0.0011219640625067208 0.0010162172627871044 0.0010189649222664974 0.001167150655049843 0.0013098380701441481 0.0011235753832752717 0.0010189190934352206 0.0015787324669291076 0.0018141421552917859
leaf_count=208 279 74 361 872 419 382 138 414 763
internal_value=0 0.00117343 0.011843 -0.00116577 0.00306654 -0.0140844 0.00765378 0.00255982 -0.00424128
internal_weight=0 0.0113181 0.00203518 0.00928292 0.0069922 0.00229073 0.00572163 0.00441179 0.00339287
internal_count=3910 3631 435 3196 1942 1254 1734 1315 1177
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=11
num_cat=0
split_feature=133 40 50 156 160 15 3 12 15 150
split_gain=9.01294e-05 6.75067e-05 6.43069e-05 7.60734e-05 7.89614e-05 5.94385e-05 0.000104519 0.00012008 4.63059e-05 7.10995e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.088820000000000024 -0.08266999999999998 0.091195000000000012 -0.10315499999999998 0.086935000000000012 -0.017214999999999998 0.085200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 9 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11
leaf_value=0.00050729073902675318 -0.00055250988081914014 0.00053802151102392399 -0.00043062976310160087 -0.00046929463740748881 0.00039814098528817885 0.00043301194494173398 -0.00033541728450247851 -0.00057599844671993728 0.00033496681977421636 0.0002583441110271917
leaf_weight=0.0010727906425291476 0.0010828998892584438 0.0013228921079525809 0.0012321104722614546 0.0010259426820027591 0.0016939415431561199 0.0012001109535192999 0.0019900203570011174 0.0018169963870377946 0.0012886674570119702 0.0012702943508774642
leaf_count=253 545 388 555 351 222 262 330 584 299 121
internal_value=0 3.47683e-05 -4.70828e-06 4.0497e-05 8.99179e-05 2.59016e-05 -3.47166e-05 -0.000149897 2.03005e-05 -0.000104074
internal_weight=0 0.0139138 0.012841 0.0116089 0.0105829 0.00926003 0.00805992 0.00636598 0.00454898 0.00326031
internal_count=3910 3365 3112 2557 2206 1818 1556 1334 750 451
is_linear=0
shrinkage=0.00196078


Tree=3775
num_leaves=9
num_cat=0
split_feature=13 43 12 47 1 52 4 0
split_gain=2.06013e-05 4.98789e-05 5.78611e-05 4.09214e-05 4.51718e-05 5.30078e-05 7.85005e-05 6.946e-05
threshold=0.17936000000000002 -0.053009999999999995 0.085845000000000019 0.077065000000000008 0.10498500000000001 0.090300000000000005 -0.076329999999999995 -0.22851499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8
right_child=-2 3 -4 -5 -6 -7 7 -9
leaf_value=0.029077097886798971 -0.011888732593150486 0.019258277530308621 0.0013333777734932046 -0.016828007958276905 0.014804042235052243 -0.02427786039370311 0.006964617703445905 -0.029535756270923221
leaf_weight=0.0012139362498447925 0.0013180447337051088 0.0014580726597027563 0.0019742821453881012 0.0016687606140637339 0.0016830433162388055 0.0010338697114057674 0.0010601399070120365 0.0010258746044394616
leaf_count=634 221 636 958 272 365 353 63 408
internal_value=0 0.00133365 0.011897 -0.00291342 0.000795265 -0.00435493 0.00145692 -0.0109858
internal_weight=0 0.011118 0.00318822 0.00792976 0.006261 0.00457796 0.00354409 0.00208601
internal_count=3910 3689 1592 2097 1825 1460 1107 471
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=10
num_cat=0
split_feature=15 52 49 13 43 16 2 49 16
split_gain=1.67867e-05 2.5064e-05 3.64927e-05 3.33464e-05 5.51526e-05 6.14258e-05 5.73368e-05 6.8229e-05 6.80456e-05
threshold=-0.24219999999999997 0.14114500000000005 1.0000000180025095e-35 0.17936000000000002 -0.074254999999999988 0.032820000000000009 0.086650000000000019 -0.014479999999999998 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.012186465808137687 0.016146529308398976 0.012463089765613866 -0.019245445100927804 -0.016923886290769127 -0.028218334544582932 -0.02316656819922993 -0.0029641918421161222 0.030298010068120981 0.0069651623611400237
leaf_weight=0.0010263874257847349 0.001973290555287369 0.0012060305711611092 0.0011891750420750186 0.0010986523415597938 0.0010440605521483503 0.0012184521850598373 0.0013290031374997196 0.0011505928922500557 0.0011609143578004441
leaf_count=317 698 475 679 139 258 266 176 396 506
internal_value=0 -0.00116698 -0.00278427 -0.000603174 0.00167337 -0.00316478 0.00203766 0.0124703 -0.0096943
internal_weight=0 0.0113702 0.0101641 0.00897497 0.00787631 0.00590302 0.00468457 0.0024796 0.00220497
internal_count=3910 3593 3118 2439 2300 1602 1336 572 764
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=10
num_cat=0
split_feature=14 49 4 15 1 1 12 0 3
split_gain=1.87237e-05 4.21342e-05 3.98337e-05 6.25042e-05 7.64504e-05 0.000150521 6.81587e-05 6.98309e-05 5.10498e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.15927500000000003 0.088615000000000013 0.11215000000000001 0.094485000000000013 0.089745000000000005 -0.12329499999999999 -0.08348499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.012942344453416544 0.0053469760159108558 0.019687823534612084 0.012693565424919288 -0.0254489957222538 -0.025624400899438505 0.038337244161872751 0.013557473254306862 -0.0073075980766490441 -0.038932539243755789
leaf_weight=0.0010332137438128974 0.001507109023063924 0.0011030810370516201 0.0017836858348369922 0.0011474148035919901 0.0010272653929762707 0.0010506794607567354 0.0016622553148565988 0.0010265890520362705 0.0010151877770879457
leaf_count=196 122 565 372 825 171 288 338 581 452
internal_value=0 0.00112016 -0.000883879 -0.00375449 -0.000339437 0.00380862 -0.00315311 -0.0109801 -0.0230318
internal_weight=0 0.0113233 0.0102202 0.0084365 0.00728909 0.00626182 0.00521114 0.00354889 0.00204178
internal_count=3910 3714 3149 2777 1952 1781 1493 1155 1033
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=9
num_cat=0
split_feature=1 42 484 457 0 0 4 2
split_gain=2.12075e-05 6.75808e-05 4.50286e-05 5.05196e-05 7.47089e-05 5.30509e-05 6.94663e-05 2.14678e-05
threshold=0.12263000000000002 0.092145000000000019 0.084225000000000008 0.041935000000000007 -0.13506999999999997 -0.099864999999999995 -0.082054999999999975 0.093815000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.023817090175128192 0.010198415823396704 -0.021732476887181232 0.019568429470384636 0.014631435589335388 0.01958161713291702 0.01734630308066706 -0.021357571631940672 -0.0031800380450203608
leaf_weight=0.0016176671533248317 0.0017341148406684577 0.0014567303893013609 0.0011938323403773302 0.0015960596636200456 0.0011672262155742871 0.0010117456571627405 0.0014976217261246389 0.0010264525419033665
leaf_count=265 394 704 365 254 153 507 1110 158
internal_value=0 -0.00173326 0.0014645 -0.00126554 -0.00527972 0.00109642 -0.00500582 0.00700908
internal_weight=0 0.0105673 0.00911061 0.00791677 0.00632071 0.00470305 0.00353582 0.0020382
internal_count=3910 3516 2812 2447 2193 1928 1775 665
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=11
num_cat=0
split_feature=484 156 133 16 52 51 1 151 4 16
split_gain=5.83969e-05 5.62723e-05 6.55019e-05 8.29588e-05 0.000112496 7.83175e-05 7.62182e-05 7.18638e-05 0.000122299 6.29332e-05
threshold=-1.0000000180025095e-35 0.090135000000000007 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.086654999999999982 0.076710000000000014 -0.0088999999999999982 0.24280000000000004 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -8 9 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.00045322577653142561 -0.0003515003951099706 -0.0004210187268455326 -0.00040831170943156489 0.00045893535009608461 0.00081033269120008619 -0.00016615362172632756 -0.0002780927089054366 -0.00031471922100695881 0.00075004528033758373 0.00028459331753717421
leaf_weight=0.0010560500740001881 0.0019987897632864843 0.0010072503759988366 0.0010521762815302186 0.0014049543690542576 0.0012609762274196964 0.0017067566693624416 0.0014363180785218485 0.0012746162398881644 0.0012193725806529851 0.0014287633542879069
leaf_count=627 837 339 456 224 104 487 203 128 249 256
internal_value=0 2.51902e-05 6.03505e-05 0.000102387 0.000316284 0.000116077 -2.47287e-05 9.71484e-05 0.000234543 2.02349e-06
internal_weight=0 0.01379 0.0127827 0.0117305 0.00437269 0.00311171 0.00735786 0.00535907 0.00392275 0.00270338
internal_count=3910 3283 2944 2488 815 711 1673 836 633 384
is_linear=0
shrinkage=0.00196078


Tree=3780
num_leaves=10
num_cat=0
split_feature=39 13 48 51 1 48 2 403 0
split_gain=2.10088e-05 5.4179e-05 7.56566e-05 5.20078e-05 0.000111727 7.48238e-05 5.73222e-05 4.43634e-05 6.26954e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.089355000000000004 0.11198000000000001 0.083775000000000002 0.097575000000000009 0.03138500000000001 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.019097226298408376 0.010985779965697192 0.0063061782872766608 -0.029463727270411133 -0.022113621151288881 0.030375705765086448 0.017937702167980182 -0.025546035297224923 0.015055242465549909 -0.024845420674174095
leaf_weight=0.0011320803225258842 0.0015119668095630008 0.0013014120831464136 0.00104294610874204 0.001023090381745969 0.0011665440957917463 0.0013224642384617952 0.0014537664966687283 0.0010699110044918511 0.001282974295334381
leaf_count=161 459 162 140 335 200 270 516 280 1387
internal_value=0 -0.00160038 -0.00402521 -0.000947426 0.00190301 -0.00326215 -0.00875073 -0.00206916 -0.0091585
internal_weight=0 0.0107952 0.00966311 0.00862016 0.00759707 0.00643053 0.00510806 0.0036543 0.00258439
internal_count=3910 3451 3290 3150 2815 2615 2345 1829 1549
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=12
num_cat=0
split_feature=133 40 50 156 42 160 15 16 160 52 1
split_gain=9.34373e-05 8.07356e-05 7.57973e-05 7.07305e-05 7.79298e-05 8.11692e-05 6.72931e-05 0.00010216 6.7689e-05 6.17765e-05 5.59058e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.088820000000000024 -0.089744999999999978 0.099550000000000013 0.091195000000000012 -0.19424999999999998 -0.026849999999999995 0.071660000000000015 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -9 10 -10
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=0.0005536681975906899 -0.00058063469213929272 -0.00041149920221954798 -0.00048479634825363856 -0.00045791162340751688 -0.00024020219540197708 -0.00035871717435189966 0.00066269467701518905 0.0007284896887289451 -0.00031608129838564352 0.00048651754812929803 0.00026929591516745648
leaf_weight=0.0010423144663274887 0.0010394889694402493 0.0010912907222732976 0.0011911971185869933 0.001017760067280298 0.0019604692511984816 0.0010939102736138911 0.0010935855445064159 0.0010565270958128635 0.0012289468063754908 0.0014917619285351523 0.0012811634122549978
leaf_count=253 545 285 555 351 327 181 287 289 324 328 185
internal_value=0 2.93677e-05 -1.4328e-05 3.51991e-05 8.39353e-05 0.000142662 0.00021027 0.000139779 0.000287048 0.000170504 -1.7304e-05
internal_weight=0 0.0135489 0.0125066 0.0113154 0.0102977 0.00920636 0.00811245 0.00701887 0.0050584 0.00400187 0.00251011
internal_count=3910 3365 3112 2557 2206 1921 1740 1453 1126 837 509
is_linear=0
shrinkage=0.00196078


Tree=3782
num_leaves=12
num_cat=0
split_feature=133 0 47 16 4 1 1 3 42 0 1
split_gain=7.03131e-05 8.40966e-05 9.56081e-05 7.44197e-05 7.42964e-05 9.88482e-05 0.000161403 8.75973e-05 0.000137267 8.7454e-05 2.30929e-05
threshold=0.10681500000000001 -0.017269999999999997 0.11926500000000002 0.18936500000000003 0.15927500000000003 0.11215000000000001 0.095575000000000007 0.084925000000000014 0.085195000000000007 -0.13506999999999997 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 8 10 -6 -1
right_child=-2 3 -4 -5 9 -7 -8 -9 -10 -11 -12
leaf_value=-0.00084741702693678954 -0.00049974515266112583 3.7683598336194181e-05 -0.0006096567083004299 0.00074100251297530247 -4.0316589208599166e-05 -0.00064802259254647992 0.00065192807470465053 0.00022215775228256825 0.0001781552962019893 0.00062338607646607953 -0.00043955615103779481
leaf_weight=0.0010055648810809855 0.0010283398663822616 0.0012160456863040047 0.0010217668994541565 0.001103129397356406 0.0016038396751602299 0.0010404624598860908 0.001198160201031348 0.001658525592548088 0.0012923388631858627 0.0014564393253086588 0.0011374298446064149
leaf_count=889 545 231 115 176 172 172 236 106 777 268 223
internal_value=0 3.1823e-05 -3.73383e-05 0.000372221 1.89293e-05 -8.81741e-05 4.40376e-06 -0.000147905 -0.000326565 0.000275551 -0.000630938
internal_weight=0 0.0137337 0.0114145 0.00231918 0.0103928 0.00733248 0.00629202 0.00509386 0.00343533 0.00306028 0.00214299
internal_count=3910 3365 2958 407 2843 2403 2231 1995 1889 440 1112
is_linear=0
shrinkage=0.00196078


Tree=3783
num_leaves=10
num_cat=0
split_feature=150 1 1 1 4 52 13 4 16
split_gain=1.81437e-05 3.83357e-05 7.47262e-05 5.63067e-05 5.12038e-05 4.81237e-05 3.65891e-05 5.2319e-05 3.41358e-05
threshold=0.10871000000000001 0.10498500000000001 0.092730000000000021 0.087545000000000026 -0.15333499999999997 -0.014099999999999998 -0.083654999999999993 -0.030814999999999995 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -6 -8 -7
right_child=-2 5 -4 -5 6 8 7 -9 -10
leaf_value=0.0080396812796173864 0.012680477151508652 0.021781366742938419 -0.029086158675789932 0.019260950444543609 -0.027897101191720064 0.0092997357215963659 -0.023117338468921379 0.0067616875725946442 -0.014926704479085343
leaf_weight=0.0018437880451552232 0.0010241860168001471 0.001393781216581002 0.0011254583528575376 0.0011164149864870436 0.001076143564058597 0.0012836137491136564 0.0010064421669600436 0.0014029710500574224 0.0010634703176855397
leaf_count=181 209 344 393 315 691 260 780 577 160
internal_value=0 -0.00121888 -0.00531086 -0.00115959 -0.00543737 0.00706297 -0.0125665 -0.00571916 -0.00167733
internal_weight=0 0.0113121 0.00757122 0.00644576 0.00532934 0.00374087 0.00348556 0.00240941 0.00234708
internal_count=3910 3701 2937 2544 2229 764 2048 1357 420
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=12
num_cat=0
split_feature=133 484 0 150 160 42 4 2 2 2 1
split_gain=8.55889e-05 8.27934e-05 8.65096e-05 6.63215e-05 9.93965e-05 0.000148025 0.000136852 0.000105802 0.000100848 0.000118238 0.000112352
threshold=0.10681500000000001 -1.0000000180025095e-35 0.14676000000000003 -1.0000000180025095e-35 -0.080184999999999992 -1.0000000180025095e-35 0.26450500000000005 0.10393500000000001 0.086545000000000025 0.090815000000000021 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 10 -10 -7
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00050065925453189109 -0.00056111189148783157 -0.00043666096661759246 0.00062352275812248466 -0.00039666567532630777 -0.00043276902172815406 -0.0003351254584998025 0.00088396242512691421 -0.0003197230811293012 0.0010436356665787468 0.00017456898835981313 0.00046748317714023053
leaf_weight=0.0010337412657789391 0.0010002481071136457 0.0010703133163908621 0.0010216903644761294 0.0014760607393710943 0.0014090449444104482 0.0015086484229592323 0.0011448728080040646 0.0014428707959640037 0.0011084362827871036 0.0013170356288455115 0.0012070620618061315
leaf_count=553 545 137 70 593 683 313 273 303 124 171 145
internal_value=0 3.29667e-05 7.63816e-05 2.8539e-05 7.54495e-05 0.000151711 0.000258266 0.000149466 0.000281144 0.000571731 2.1613e-05
internal_weight=0 0.0137398 0.012706 0.0116843 0.010614 0.00913797 0.00772893 0.00658405 0.00514118 0.00242547 0.00271571
internal_count=3910 3365 2812 2742 2605 2012 1329 1056 753 295 458
is_linear=0
shrinkage=0.00196078


Tree=3785
num_leaves=9
num_cat=0
split_feature=52 52 52 12 13 3 3 2
split_gain=1.80435e-05 4.66251e-05 2.74737e-05 3.35347e-05 3.58714e-05 7.65938e-05 7.86255e-05 7.22213e-05
threshold=-0.27466499999999994 -0.081429999999999989 -0.0066199999999999991 0.10129000000000001 -0.014114999999999997 0.090325000000000003 -0.089974999999999986 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 -4
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.012534971874066389 0.015538598853891609 -0.01295122259585859 -0.022294676222981039 -0.014935731709856792 -0.0025004136764562607 -0.011691580816294638 0.032509045473101378 0.010931189914126057
leaf_weight=0.0010606640553216086 0.0018679785314286391 0.0017782482318254968 0.001287144897415088 0.0011439063097511632 0.0010455409258453071 0.001164703475657336 0.0016599738427033877 0.0013303819298215174
leaf_count=425 546 527 864 344 257 133 375 439
internal_value=0 0.00110739 -0.00175738 0.000850898 0.00363437 0.00974949 0.0189797 -0.00540733
internal_weight=0 0.0112779 0.0094099 0.00763165 0.00648775 0.00387022 0.00270551 0.00261753
internal_count=3910 3485 2939 2412 2068 765 632 1303
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=11
num_cat=0
split_feature=15 156 52 15 49 15 42 1 2 3
split_gain=1.8405e-05 2.67833e-05 3.56942e-05 4.82754e-05 8.97168e-05 5.49728e-05 0.000151684 5.10687e-05 4.66392e-05 2.49424e-06
threshold=-0.24219999999999997 0.084330000000000016 0.14114500000000005 -0.07142999999999998 -0.045004999999999996 0.035895000000000003 0.08401500000000002 0.095575000000000007 0.083385000000000015 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 9 -6 -5
right_child=1 -3 -4 5 8 6 -8 -9 -10 -11
leaf_value=0.012894381547966358 0.0098022579581205083 -0.016251595547639802 0.016837730432924008 2.8816578982947381e-05 -0.008382834107632086 -0.026800434270632469 0.022972358593676329 0.030628019065846876 -0.037875651707923286 0.0070798966976304001
leaf_weight=0.001007331040172932 0.0012844328685443851 0.0010718215569264162 0.0011653608553190324 0.0010035825401588574 0.0010385468899885852 0.0015316270807153956 0.0010200731715973893 0.0010671830772960352 0.0011084933512929523 0.0010031365015238803
leaf_count=317 207 494 431 292 132 684 568 199 468 118
internal_value=0 -0.0012126 0.000364242 -0.00175538 -0.0111033 0.00394659 -0.00690316 0.0129532 -0.0236097 0.00355357
internal_weight=0 0.0112943 0.0102224 0.00905708 0.00343147 0.0056256 0.0025517 0.0030739 0.00214704 0.00200672
internal_count=3910 3593 3099 2668 807 1861 1252 609 600 410
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=12
num_cat=0
split_feature=133 13 48 48 51 1 4 0 43 16 15
split_gain=6.02692e-05 6.97589e-05 4.69158e-05 6.46174e-05 8.70109e-05 9.93325e-05 0.000112788 6.3736e-05 0.000179589 0.000107036 9.62256e-06
threshold=0.10681500000000001 -0.26418499999999995 0.11119000000000002 0.091555000000000011 0.085845000000000019 0.11198000000000001 0.22584000000000001 -0.10071499999999999 -0.083899999999999988 -0.088144999999999987 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 10 -9 -10 -3
right_child=-2 2 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00046979501788525731 -0.00046231086708632186 0.0004303297166496537 -0.00036236146154170498 0.00046214091091775723 -0.0005310712071322233 0.00042600427780434134 -0.00065354699536103857 0.00042566026357063831 -1.7043502735810304e-05 -0.00088407087138482208 0.00017181055467184266
leaf_weight=0.0012454890704728582 0.0010399259102669952 0.0010843085588191081 0.0013477738183989797 0.0011641653238044841 0.0011592916206007746 0.001989689282037444 0.001079010048122343 0.0013947899108800038 0.0010386281284918419 0.0011574978691380536 0.0011309135111905273
leaf_count=181 545 112 159 222 317 320 158 474 315 970 137
internal_value=0 2.71996e-05 -1.67382e-05 2.48593e-05 -2.58743e-05 4.01179e-05 -7.13966e-05 3.679e-05 -0.000124566 -0.000474022 0.000298351
internal_weight=0 0.0137916 0.0125461 0.0111983 0.0100341 0.00887484 0.00688515 0.00580614 0.00359092 0.00219613 0.00221522
internal_count=3910 3365 3184 3025 2803 2486 2166 2008 1759 1285 249
is_linear=0
shrinkage=0.00196078


Tree=3788
num_leaves=12
num_cat=0
split_feature=484 3 151 150 16 52 0 13 52 12 4
split_gain=6.06109e-05 5.2198e-05 3.9464e-05 8.43659e-05 7.97004e-05 6.27769e-05 9.33633e-05 0.000134626 5.65574e-05 6.86839e-05 4.9318e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 -0.48509999999999992 0.11401500000000002 -0.017269999999999997 0.0024700000000000004 -0.068164999999999989 0.086865000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 10 -10 -6
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00046335271128738863 0.00042086029760369815 -0.00061489426875415733 0.00055468761369600363 0.00012214199133066196 -1.3148960885315097e-06 -0.00046320606006876048 0.00048140060799152257 -0.00070363199598798352 -0.00037779914145004575 0.00022123442777949832 0.00058785750362569552
leaf_weight=0.001047549307190066 0.0011764273733689138 0.0011663781714545637 0.0010471121515738665 0.0012233911519537251 0.0010443636690386322 0.0010677785529191576 0.0015095862980456284 0.0010463051639897289 0.001636368950469886 0.0013372695381793087 0.0011452263097350805
leaf_count=627 225 208 204 290 255 408 175 307 438 650 123
internal_value=0 2.63838e-05 -1.1581e-05 -0.000237584 4.33403e-05 -1.75957e-05 4.40452e-05 -6.22794e-05 6.76879e-05 -0.000108409 0.000306841
internal_weight=0 0.0134002 0.0122238 0.00238977 0.00983401 0.0087869 0.00771912 0.00620953 0.00516323 0.00297364 0.00218959
internal_count=3910 3283 3058 498 2560 2356 1948 1773 1466 1088 378
is_linear=0
shrinkage=0.00196078


Tree=3789
num_leaves=12
num_cat=0
split_feature=484 133 40 42 160 2 4 4 4 1 13
split_gain=0.000100183 7.54456e-05 7.21079e-05 8.47506e-05 8.31772e-05 7.63713e-05 8.83731e-05 0.000115755 0.000145012 8.79494e-05 8.66727e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.099550000000000013 0.10796500000000002 0.15927500000000003 -1.0000000180025095e-35 -0.034289999999999994 0.11198000000000001 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 10 -7 -5
right_child=1 -3 3 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.00060871966837131443 0.00057785367964668336 -0.00046759862589937162 -0.00045533174498427388 0.00053444433792031404 -0.00041972911526011621 -0.00056060027772634709 0.00070534385748986664 -0.0002559070417786381 0.00091603159251779913 0.00017667734124715112 -0.00016848425426564719
leaf_weight=0.0010071375380415809 0.0010013940474662151 0.0010773347616411877 0.0012398731074105317 0.001079659134018229 0.0011228257482694621 0.0011176240516856254 0.0013175554189931316 0.0018945196759421988 0.001162317329897548 0.0014028919756036093 0.0017967050084648226
leaf_count=612 243 472 334 360 114 241 180 288 311 241 514
internal_value=0 3.12334e-05 7.21465e-05 3.04115e-05 8.56946e-05 0.000143773 0.000245978 0.000143969 0.000331549 -0.00015024 9.53639e-05
internal_weight=0 0.0142127 0.0131354 0.012134 0.0108941 0.00977127 0.00725076 0.0059332 0.00403868 0.00252052 0.00287636
internal_count=3910 3298 2826 2583 2249 2135 1653 1473 1185 482 874
is_linear=0
shrinkage=0.00196078


Tree=3790
num_leaves=13
num_cat=0
split_feature=41 133 0 457 16 42 160 160 52 49 4 12
split_gain=6.73328e-05 6.26162e-05 8.00735e-05 6.89019e-05 8.05437e-05 6.16204e-05 0.000110012 8.64822e-05 8.55148e-05 0.000104923 0.000157943 2.50719e-05
threshold=0.075585000000000013 0.10681500000000001 -0.017269999999999997 -0.0034949999999999994 -0.49150499999999991 -1.0000000180025095e-35 -0.078154999999999988 0.094340000000000021 0.071660000000000015 -0.047309999999999998 0.05309500000000001 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 9 -8 -11 -4
right_child=-2 -3 11 4 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.00047078378534339048 -0.00048659249751130732 -0.00043318326512803971 0.000647578484373248 0.0005482556487286243 -0.00038785952443491656 -0.0004801436901165732 0.0006672134142770887 -0.00033408719507306556 0.00070765977157643124 -0.00055926461940523171 0.00038756113445485369 0.00021679350368483273
leaf_weight=0.0010496584261016984 0.0010107434038769464 0.0010080865898419106 0.0010131246130299634 0.0011379116702173219 0.0013718624791385923 0.0011908704740357708 0.0010069415519306183 0.0010731899762005791 0.0013201318552086005 0.0013216484849016975 0.0013894947595227347 0.0010659284553430348
leaf_count=296 221 528 222 204 759 437 150 169 246 378 164 136
internal_value=0 3.75068e-05 7.41736e-05 6.6931e-06 5.77719e-05 -6.57193e-06 6.50597e-05 0.000171298 0.00027895 0.000126734 -7.40046e-05 0.000426715
internal_weight=0 0.0139488 0.0129408 0.0108617 0.00981205 0.00867414 0.00730228 0.00611141 0.00503822 0.00371808 0.00271114 0.00207905
internal_count=3910 3689 3161 2803 2507 2303 1544 1107 938 692 542 358
is_linear=0
shrinkage=0.00196078


Tree=3791
num_leaves=12
num_cat=0
split_feature=133 13 50 15 2 159 0 0 42 15 48
split_gain=7.38041e-05 6.88883e-05 4.71701e-05 8.20623e-05 0.00012581 7.90046e-05 0.000100479 8.53382e-05 0.000165587 7.53706e-05 9.8266e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 -0.16430499999999995 0.11230000000000001 0.082325000000000023 -0.017269999999999997 -0.099864999999999995 0.088235000000000022 -0.079799999999999996 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 9 -9 10 -5
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00046128347429838669 -0.0005097547138758372 0.00053585392205397623 -0.00037700199731228529 0.0004328926569910328 -0.00058489646682644621 -0.00044737753283063513 0.00068763723624430792 -0.00060417293309970876 0.00033555414316451259 0.00060426841211238874 -0.00036716745873705041
leaf_weight=0.0012665267691389761 0.0010670572235457207 0.0010794667110069012 0.0012686778014436738 0.0011491383700360513 0.0013723202262921385 0.0010639763998739286 0.0010458895472022969 0.0017349558947711611 0.0012334275164314432 0.0013388771205931787 0.0012135164880503271
leaf_count=181 545 295 550 68 287 345 175 839 359 169 97
internal_value=0 2.55323e-05 -1.8618e-05 2.18637e-05 -3.27885e-05 5.35085e-05 0.000122579 3.39733e-05 -0.000213696 0.000232588 2.19625e-05
internal_weight=0 0.0137668 0.0125002 0.0112316 0.0101521 0.00877978 0.0077158 0.00666992 0.00296838 0.00370153 0.00236265
internal_count=3910 3365 3184 2634 2339 2052 1707 1532 1198 334 165
is_linear=0
shrinkage=0.00196078


Tree=3792
num_leaves=12
num_cat=0
split_feature=133 52 4 474 160 42 47 1 0 3 4
split_gain=9.07667e-05 0.000119351 0.000110134 7.25682e-05 0.000178855 9.27277e-05 8.93381e-05 0.000106459 0.00021264 0.00013044 9.34908e-05
threshold=0.10681500000000001 -0.37613999999999997 -0.39075499999999991 0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09252500000000001 0.094385000000000011 -0.15517999999999996 -0.082139999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 9 -9 -7 -11
right_child=-2 2 3 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00055306804783007365 -0.00053151197638593047 0.00058474301059607315 -0.00057644823246064689 0.00051146238583705942 -0.00041081566813966282 0.0006000905256446069 -0.00024812819009442926 -1.4746875723422584e-05 0.0011257067219798051 -0.00048085144540474983 0.00024082535064785774
leaf_weight=0.0012281466200243325 0.0011815055284576338 0.0015090212178760351 0.0018705243645796279 0.0010709486711517084 0.0012468882917769574 0.0012304882804665528 0.0016265525410905117 0.001202250023729816 0.0013172557219662288 0.0015800270494669604 0.0012253974333408246
leaf_count=383 545 145 767 277 630 211 143 95 339 298 77
internal_value=0 3.2809e-05 8.46517e-05 2.3647e-05 -2.25878e-05 8.72886e-05 0.000163197 0.000265256 0.000581509 6.78292e-05 -0.000165626
internal_weight=0 0.0151075 0.0138794 0.0123703 0.0112994 0.00942886 0.00818197 0.00655542 0.00251951 0.00403591 0.00280542
internal_count=3910 3365 2982 2837 2560 1793 1163 1020 434 586 375
is_linear=0
shrinkage=0.00196078


Tree=3793
num_leaves=12
num_cat=0
split_feature=133 13 50 159 0 47 42 42 15 1 1
split_gain=6.62458e-05 8.72208e-05 4.51132e-05 6.7525e-05 7.23859e-05 9.14874e-05 0.000124153 6.37674e-05 0.000150243 9.46548e-05 9.51301e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 0.090705000000000022 -0.017269999999999997 0.10887000000000001 -1.0000000180025095e-35 0.091230000000000019 0.035895000000000003 0.094485000000000013 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 10 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00050770846162006124 -0.00049141093355480829 -0.00055695709105943448 -0.00037502849100457545 -0.0004701099792247844 0.00047066648156483755 -0.00053646373899985506 0.00035615238503400478 0.0005497759091025084 -0.00061026347211935619 0.00063074313586156312 -0.00038650982461606965
leaf_weight=0.0012908537837973003 0.0010367691718136647 0.0010457040916094689 0.0012893979963054967 0.0010130114732104503 0.001423752364099363 0.0010938178360924153 0.0014410669105024655 0.0013529937300274519 0.0010015359706830934 0.0014942625140495613 0.0012283759927981253
leaf_count=181 545 592 550 353 258 131 347 354 305 190 104
internal_value=0 2.26764e-05 -2.78815e-05 1.24636e-05 6.09537e-05 -6.42286e-06 7.02261e-05 0.000170844 7.15852e-05 0.000235597 1.44075e-05
internal_weight=0 0.0136748 0.0123839 0.0110945 0.0100815 0.00865776 0.00756394 0.00651824 0.00516524 0.00416371 0.00266944
internal_count=3910 3365 3184 2634 2281 2023 1892 1300 946 641 451
is_linear=0
shrinkage=0.00196078


Tree=3794
num_leaves=13
num_cat=0
split_feature=484 133 0 16 42 133 160 4 4 1 1 47
split_gain=9.02587e-05 9.51259e-05 0.000116583 8.12753e-05 6.88149e-05 7.28131e-05 6.53299e-05 9.41246e-05 0.000220046 0.000105384 0.000100822 9.39144e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.31524000000000002 -1.0000000180025095e-35 0.083815000000000014 0.086110000000000006 -1.0000000180025095e-35 -0.065054999999999988 0.082295000000000021 0.11198000000000001 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 11 -9
right_child=1 -3 -4 -5 5 -7 -8 10 -10 -11 -12 -13
leaf_value=-0.00058018906280609588 -0.00035406673557154009 -0.00055047135306153039 0.00070307791721696447 -0.00043572369957650355 0.00044737353849254086 0.00056528293169748345 -0.00031910760172582 -0.00073155900765058297 0.0010606493611571928 -0.00044221206860420493 0.00033641448419460536 8.4831005894224048e-05
leaf_weight=0.0010149911508488567 0.0012776072284061734 0.0010242517729318239 0.0010304560230314343 0.0013591142330025762 0.0010114650537301007 0.0012818159613875594 0.0014235015000715473 0.0011318112213086432 0.0011780397008060058 0.0010367985654393145 0.0013841278518363642 0.001039133450638885
leaf_count=612 728 472 70 306 248 426 102 196 262 184 239 65
internal_value=0 2.50923e-05 6.99097e-05 1.60921e-05 7.3139e-05 0.000130672 6.27748e-05 0.000142937 0.000385427 -2.92059e-06 -7.71279e-05 -0.00034079
internal_weight=0 0.0141781 0.0131539 0.0121234 0.0107643 0.00948669 0.00820488 0.00678138 0.0032263 0.00204826 0.00355507 0.00217094
internal_count=3910 3298 2826 2756 2450 1722 1296 1194 694 432 500 261
is_linear=0
shrinkage=0.00196078


Tree=3795
num_leaves=10
num_cat=0
split_feature=47 4 1 2 48 42 2 3 4
split_gain=1.88355e-05 5.9778e-05 8.34883e-05 6.81492e-05 5.93306e-05 6.82795e-05 6.35264e-05 5.84165e-05 2.17121e-05
threshold=0.11926500000000002 0.15927500000000003 0.11198000000000001 0.11043500000000002 0.083775000000000002 0.088915000000000008 0.085355000000000014 0.086245000000000016 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -6 -1
right_child=-2 2 -4 -5 7 -7 -8 -9 -10
leaf_value=0.014120600508042917 -0.012865664209552256 -0.00070942837063060933 0.034189955822793598 0.016140687472375719 0.024260332539118818 -0.036297976358436207 -0.020793089143170431 -0.0086624592579824505 -0.0059382380856183676
leaf_weight=0.0011171850012083573 0.0010599136662846819 0.0016604551101049186 0.0011674007307197584 0.0015287380673312144 0.0010122863037720174 0.0010109296110821682 0.0018557349613522256 0.0011525746161579198 0.0010437957286881642
leaf_count=461 145 241 334 395 404 651 944 81 254
internal_value=0 0.00106332 0.0136978 -0.0030334 -0.00710877 -0.0130686 -0.00722218 0.0067322 0.00443179
internal_weight=0 0.0115491 0.00282786 0.00872124 0.00719251 0.00502765 0.00401672 0.00216486 0.00216098
internal_count=3910 3765 575 3190 2795 2310 1659 485 715
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=13
num_cat=0
split_feature=133 0 48 50 12 48 49 0 16 1 2 3
split_gain=7.28766e-05 9.76723e-05 5.78179e-05 9.9261e-05 0.000110643 0.000140833 0.000102708 6.90389e-05 9.04057e-05 0.000140359 0.000113913 0.000103833
threshold=0.10681500000000001 0.14676000000000003 0.11930500000000001 0.086465000000000014 -0.036459999999999992 0.093225000000000016 -0.084114999999999981 -0.032484999999999993 -0.014099999999999998 0.092550000000000007 0.086130000000000012 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 11 -10 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 10 -11 -12 -13
leaf_value=-0.00052833780102576507 -0.0005032307801995648 0.00060472857070606684 -0.00044470863634503947 -0.000529736591627705 -0.0004950251620712341 0.0008105782910206935 -0.00010997007951618347 -0.00030861782274029073 4.034309802142901e-05 -0.00046601218988390458 0.00091799569546567941 0.00064750480341061508
leaf_weight=0.0010498899200208555 0.0010837448035354242 0.0010334125672574355 0.0011332039941401679 0.0011477168236515524 0.0011216470375870593 0.0010764266625518043 0.0012905616532826022 0.0011215321187026759 0.0010191209497717531 0.001378010050096995 0.00128608547898872 0.0015096106779833222
leaf_count=392 545 74 135 531 141 168 716 235 265 165 412 131
internal_value=0 2.43228e-05 -2.13455e-05 1.86323e-05 7.66235e-05 0.000141414 5.88725e-05 0.000140567 0.000218269 4.62851e-05 0.00052999 0.000298395
internal_weight=0 0.0141672 0.0131338 0.0120006 0.0108529 0.00980299 0.00872657 0.00760492 0.00648339 0.00417818 0.00230521 0.00280017
internal_count=3910 3365 3291 3156 2625 2233 2065 1924 1689 1012 677 847
is_linear=0
shrinkage=0.00196078


Tree=3797
num_leaves=13
num_cat=0
split_feature=484 457 4 124 0 15 16 16 403 51 1 12
split_gain=8.21034e-05 6.43297e-05 7.06595e-05 5.90686e-05 0.000118136 0.000100764 9.70622e-05 9.24702e-05 0.000106757 5.47968e-05 4.50729e-05 3.74334e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.018779999999999995 0.14676000000000003 -0.029114999999999999 0.16388500000000003 -0.006474999999999999 0.03138500000000001 0.083165000000000017 0.11198000000000001 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 8 -7 11 -4 -5
right_child=1 2 10 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00054681618194901021 -0.00043369432010313702 -0.00044634147009696098 8.5066254029280035e-05 0.00028576341452999168 0.00062735195440574449 -0.00052422334081364042 -0.00073217131013408225 0.00040733052152614558 0.00021671332949519591 0.00051529247073954368 0.00065373295807471003 -0.00022853755387227699
leaf_weight=0.0010286546626824674 0.0010806911517460037 0.0010296095713775303 0.0010027035209639568 0.0010713990540864497 0.0011890740988172001 0.0019666560681063684 0.001060500738246855 0.0011457427033815153 0.0012061781611272249 0.0014627524707281122 0.0011509859842686501 0.0011055672295649961
leaf_count=612 197 182 148 103 57 983 194 221 243 193 318 459
internal_value=0 2.64899e-05 6.36276e-05 1.27382e-06 4.64222e-05 -3.01699e-05 -0.000200656 -7.01333e-05 -0.00024255 0.000221789 0.000388976 2.45769e-05
internal_weight=0 0.0144719 0.0133912 0.0112375 0.0102079 0.0090188 0.00537908 0.00431858 0.00317283 0.00363972 0.00215369 0.00217697
internal_count=3910 3298 3101 2635 2453 2396 1641 1447 1226 755 466 562
is_linear=0
shrinkage=0.00196078


Tree=3798
num_leaves=10
num_cat=0
split_feature=0 16 0 16 15 1 0 47 151
split_gain=1.94258e-05 4.295e-05 4.16934e-05 3.72817e-05 8.69109e-05 6.96239e-05 6.76858e-05 7.37722e-05 3.4944e-05
threshold=0.15480500000000005 0.31524000000000002 -0.061129999999999997 -0.055679999999999993 -0.0089749999999999986 0.076710000000000014 -0.15713499999999997 0.086425000000000016 -0.0008699999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 -7
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.015331024011345949 0.013119758827700417 -0.019686227209802769 0.015156020207247748 -0.028608322200380731 0.009394277481454761 -0.017579485491730475 0.03536783256023867 0.00047706974216361116 0.0076413777853657182
leaf_weight=0.0016940104359195836 0.0010196850664535616 0.0011426119358682362 0.0016822563155647731 0.0014168617550982016 0.0010461197612029838 0.0010495455836390111 0.0013560725961563004 0.0010955972496178071 0.001152702075717459
leaf_count=1023 74 385 433 664 502 97 478 119 135
internal_value=0 -0.00127478 0.000730064 -0.00202427 -0.0124672 0.00202757 0.00834604 0.0197759 -0.00437836
internal_weight=0 0.0116358 0.0104932 0.00881091 0.00246298 0.00634793 0.00465392 0.00245167 0.00220225
internal_count=3910 3836 3451 3018 1166 1852 829 597 232
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=12
num_cat=0
split_feature=156 12 15 12 48 42 160 0 47 48 1
split_gain=7.79193e-05 8.90219e-05 8.43743e-05 0.000160475 0.000111968 0.000128237 0.000165614 0.000109065 9.22614e-05 0.000119707 5.75083e-05
threshold=0.091280000000000014 0.10852500000000001 -0.076594999999999983 0.097345000000000015 0.093225000000000016 0.086325000000000013 -0.081069999999999989 -0.083424999999999985 0.09252500000000001 0.087945000000000009 0.089895000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -4 -8 9 10 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-9.7009891985523637e-06 -0.00051700654092163732 -0.00048024674637066426 0.00083981321681503524 0.00080990680607237486 0.00059936161297526719 -0.000481082906053907 0.00029383454959011401 -0.00039860720319977991 -0.00053404268392861294 -0.00041282666738760756 0.00061155600167238366
leaf_weight=0.0011144581908216007 0.0011377165835502927 0.0012815678640797348 0.0010023348814557353 0.0013097619815776599 0.0012637489751423344 0.0018084789774727664 0.0016918385261023309 0.0018103303926872169 0.0015762723814146716 0.0014325539545609095 0.0011787811736779811
leaf_count=336 347 295 177 240 92 731 412 509 230 250 291
internal_value=0 1.4667e-05 5.93696e-05 0.000176164 6.66116e-05 -4.00356e-05 0.000137037 -6.41003e-05 -0.000136383 3.18544e-05 0.00030964
internal_weight=0 0.0154701 0.0141886 0.00888649 0.00757673 0.00631298 0.0045045 0.00350217 0.00530207 0.00372579 0.00229324
internal_count=3910 3563 3268 2161 1921 1829 1098 921 1107 877 627
is_linear=0
shrinkage=0.00196078


Tree=3800
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 3 52 1
split_gain=2.01435e-05 3.2915e-05 3.69131e-05 6.37662e-05 6.85278e-05 0.000104172 9.44388e-05 9.12007e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 0.10420500000000001 0.016565000000000003 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.014881281993026522 -0.012734173366385704 -0.013705908303889461 -0.018984172349097699 -0.0066815441217837586 0.033561985259067832 -0.021701900490525096 -0.0048095554515983213 0.031039990960960308
leaf_weight=0.0015140629721764895 0.0011510381497839518 0.0018468212577722005 0.0012349682855095842 0.0014192148985132972 0.0016050326758268669 0.0016665605442031479 0.0010683326356493647 0.0011687883739585467
leaf_count=247 279 1646 221 388 309 231 272 317
internal_value=0 0.00113964 -0.000938911 0.00194957 0.0056812 -0.00220255 0.0182279 0.0103542
internal_weight=0 0.0115238 0.0100097 0.0081629 0.00692793 0.00425456 0.00267337 0.002588
internal_count=3910 3631 3384 1738 1517 936 581 705
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=11
num_cat=0
split_feature=49 52 13 2 1 12 3 15 52 1
split_gain=2.05126e-05 3.85242e-05 6.56967e-05 8.88814e-05 4.58378e-05 4.67642e-05 5.80258e-05 8.38325e-05 4.64855e-05 2.84616e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.099990000000000009 0.11663000000000003 0.093125000000000013 -0.060719999999999989 -0.008624999999999999 0.0033900000000000002 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 9 -4 -8
right_child=-2 -3 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0037552805669332809 0.012134889118375994 -0.01728829980552337 -0.032658208776356806 0.036197196770342076 -0.023105466398207351 0.018480588554898827 -0.015725839891963685 0.027763579198469807 -0.0030984734685073831 0.005581844281963763
leaf_weight=0.0011349402987297975 0.0012350475944036586 0.0013507727572060974 0.001022315761149794 0.0010931672777280258 0.0010456869657623552 0.0010787047358433903 0.0013965707584290277 0.0010222535988410018 0.0011092516836780468 0.001137460912876313
leaf_count=208 378 566 801 158 249 560 137 165 528 160
internal_value=0 -0.00143328 0.000699766 0.0158464 -0.00362017 -0.000608964 -0.00422931 0.00359035 -0.0172755 -0.00616137
internal_weight=0 0.0113911 0.0100404 0.00222811 0.00781224 0.00676656 0.00568785 0.00355629 0.00213157 0.00253403
internal_count=3910 3532 2966 366 2600 2351 1791 462 1329 297
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=10
num_cat=0
split_feature=4 0 4 4 4 2 2 48 1
split_gain=1.9263e-05 5.25721e-05 4.26571e-05 3.15422e-05 4.63031e-05 3.7072e-05 6.36085e-05 7.21313e-05 4.62331e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 -0.0037349999999999992 0.086545000000000025 0.11230000000000001 0.084260000000000015 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.013354190029550662 -0.02035200143187807 0.021551326516930105 0.016576236905026895 -0.017601943438773731 -0.018643365088181624 -0.0013605754247041847 -0.005705562508828841 0.03406885530319214 0.0082623106253209358
leaf_weight=0.0010078895334740172 0.0010422219140710431 0.0011297775552218297 0.0011383827116859769 0.0014213923597077762 0.001493565857812369 0.0010008019209544576 0.0018772057097899454 0.0013494853115865249 0.0011157546450837239
leaf_count=192 498 223 534 1138 258 304 428 190 145
internal_value=0 0.00106016 -0.00115757 0.000971383 -0.00117972 0.0022345 0.0080197 0.0189823 -0.0071384
internal_weight=0 0.0115686 0.0104388 0.00939659 0.00825821 0.00683681 0.00422749 0.00235029 0.00260932
internal_count=3910 3718 3495 2997 2463 1325 922 494 403
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=9
num_cat=0
split_feature=3 1 15 13 4 4 47 13
split_gain=1.8067e-05 3.51469e-05 4.97014e-05 4.30313e-05 0.000104621 8.6022e-05 5.47874e-05 4.26566e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.0010249999999999997 0.0057500000000000008 0.074650000000000008 0.081320000000000017 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=0.011978492495938221 -0.022133098990276524 0.028383912188274088 -0.011738804059178102 -0.02943239796033801 0.027270445465724505 -0.0077164438518689191 -0.0015184417308698826 0.01065169536243761
leaf_weight=0.0011297638914255391 0.0015945534531821262 0.0012758475835898189 0.0017320497575004873 0.0010762033217076388 0.001219853534807136 0.0016577776792521021 0.0011789072191599305 0.0016724406092845214
leaf_count=259 1056 707 602 232 60 182 237 575
internal_value=0 -0.00127882 -0.0075635 0.00362357 -0.00283306 0.00711481 0.0140232 -0.000739572
internal_weight=0 0.0114076 0.00499904 0.00640859 0.00395383 0.00287763 0.00245475 0.00340449
internal_count=3910 3651 2233 1418 474 242 944 1177
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=13
num_cat=0
split_feature=133 484 0 457 4 12 12 52 16 0 15 2
split_gain=7.69186e-05 7.11842e-05 7.03328e-05 5.55759e-05 7.95001e-05 0.000130904 0.000122342 9.24766e-05 0.000198317 0.000118008 7.19729e-05 2.81424e-05
threshold=0.10681500000000001 -1.0000000180025095e-35 0.14676000000000003 -0.0034949999999999994 0.25367000000000006 0.095295000000000019 0.089855000000000004 -0.068164999999999989 -0.089864999999999987 -0.11077499999999998 -0.031229999999999997 0.11165000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 9 -9 -5 -10 -6
right_child=-2 2 -4 4 11 -7 -8 8 10 -11 -12 -13
leaf_value=-0.00046600080363003768 -0.00052924074773215847 -0.00041578369620041408 0.00056659205936916517 0.00066672795788403391 0.00064666376909250204 -0.00060981192287754493 0.00064341798631405666 -0.00081100719464308885 0.00051306429775737435 -0.00020468230990491816 -0.00016515306436801894 0.00018791650458582031
leaf_weight=0.0010363550060619375 0.0010215952760640424 0.0010022555697145425 0.0010036075880924316 0.0013192130936222103 0.0010125334497886156 0.0012223968496787871 0.0012453380142785683 0.0013870255537451704 0.0010241273126529262 0.0010921061988015952 0.0014580272700841571 0.0010444837045777049
leaf_count=553 545 193 70 103 193 403 373 308 104 327 511 227
internal_value=0 2.82822e-05 6.82672e-05 2.59109e-05 6.68808e-05 -1.4675e-05 8.19912e-05 -2.93322e-05 -0.000217163 0.000272059 0.000114677 0.000413727
internal_weight=0 0.0138475 0.0128111 0.0118075 0.0108053 0.00874823 0.00752584 0.0062805 0.00386918 0.00241132 0.00248215 0.00205702
internal_count=3910 3365 2812 2742 2549 2129 1726 1353 923 430 615 420
is_linear=0
shrinkage=0.00196078


Tree=3805
num_leaves=13
num_cat=0
split_feature=133 40 48 50 4 3 2 159 150 49 15 15
split_gain=8.01108e-05 8.95134e-05 0.000104375 0.000156628 0.000110034 6.33613e-05 0.000131199 7.90608e-05 0.000100874 7.37903e-05 0.000112761 0.000113509
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 0.086465000000000014 0.28937500000000005 0.10223 0.10393500000000001 1.0000000180025095e-35 0.087235000000000021 -0.0090499999999999973 -0.07142999999999998 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3 -11 -12
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13
leaf_value=0.00057409123048241071 -0.00052718508273969216 0.00072784975307924233 -0.0006144672580849803 -0.00069411412779669924 0.0006788517559905377 0.00039839348002925385 -0.00069063473145650753 -0.0004453525815106448 -0.00039229611668134448 -0.00035697272273287978 0.00071671609386486364 -9.5035785202661098e-05
leaf_weight=0.0010720111121299203 0.0010692621289279712 0.0010499424287235336 0.0010294952303699081 0.0010298242927197611 0.0011523977049036705 0.0015681568623087403 0.0010172488559866341 0.0010092843274049504 0.0010906422426565122 0.001203021701476781 0.0015281344318779115 0.0011688653218793555
leaf_count=253 545 114 118 521 277 142 346 335 165 237 189 668
internal_value=0 2.97503e-05 -1.56719e-05 3.64928e-05 0.000106239 3.77532e-05 -3.23511e-05 6.26346e-05 0.000147511 0.000266448 0.000142232 0.000364907
internal_weight=0 0.013919 0.012847 0.0118175 0.0107877 0.0096353 0.00806714 0.00704989 0.00604061 0.00494996 0.00390002 0.002697
internal_count=3910 3365 3112 2994 2473 2196 2054 1708 1373 1208 1094 857
is_linear=0
shrinkage=0.00196078


Tree=3806
num_leaves=13
num_cat=0
split_feature=133 133 42 156 50 160 12 13 151 1 13 2
split_gain=8.86586e-05 0.000100776 0.000134017 8.08396e-05 7.87041e-05 0.000124312 0.00011778 0.000163293 0.000107068 8.02086e-05 9.82953e-05 0.000100913
threshold=0.10681500000000001 0.083815000000000014 0.084620000000000015 0.088855000000000003 0.086465000000000014 -0.08266999999999998 -0.023959999999999995 0.076210000000000014 -0.0088999999999999982 0.10752500000000002 -0.077944999999999987 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 -8 10 -10 -12
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 11 -13
leaf_value=0.00063033318091308319 -0.00055316078294384292 0.00093827430813071485 -7.1923811910980852e-05 -0.00056678311028569091 -0.00044152855763384118 -0.00063216741495122116 -0.00055974118863889204 0.00063400628979346906 -0.00060083830862777679 0.00045936539782189667 -0.00023627233900943523 0.00051419659973233017
leaf_weight=0.0013123040287826649 0.0010850346353549383 0.0010126551683035958 0.0010069588836582057 0.0010179275251904511 0.0013239327661228135 0.0010520823375859611 0.0013631403931150627 0.0015662536806553568 0.001049128628043002 0.0013975310749954864 0.0015213912374270658 0.0012588994471690387
leaf_count=284 545 309 414 316 391 226 190 166 319 147 302 301
internal_value=0 2.74026e-05 0.0004346 -3.65333e-05 9.03624e-06 6.57355e-05 -1.4726e-05 6.49174e-05 -7.03368e-05 5.72953e-05 -8.94385e-05 0.000103536
internal_weight=0 0.0148822 0.00201961 0.0128626 0.0118447 0.0105207 0.00920843 0.00815634 0.00659009 0.00522695 0.00382942 0.00278029
internal_count=3910 3365 723 2642 2326 1935 1651 1425 1259 1069 922 603
is_linear=0
shrinkage=0.00196078


Tree=3807
num_leaves=10
num_cat=0
split_feature=1 457 484 160 12 133 3 52 3
split_gain=1.82552e-05 4.33669e-05 5.49718e-05 4.75963e-05 6.21596e-05 7.36867e-05 7.40386e-05 5.95048e-05 5.08988e-05
threshold=0.12864500000000004 0.069705000000000003 0.084225000000000008 -1.0000000180025095e-35 0.10129000000000001 -1.0000000180025095e-35 0.090325000000000003 0.048490000000000012 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.027262704898637493 0.010672242422778269 0.012614159958262126 0.016440240723524346 -0.022659702889558372 -0.025931695407584922 -0.013646742406553775 -0.017571071091931071 0.027788353578054453 0.015584910659053822
leaf_weight=0.0010186172355952493 0.001399218668762219 0.0018365452666219825 0.0011358349540358604 0.001182421946370798 0.0011117677590429817 0.0011083260496592908 0.0011137360953170083 0.001439329482067344 0.0012877644871250953
leaf_count=715 331 313 352 706 313 559 135 293 193
internal_value=0 -0.00144041 -0.00418699 -0.00702277 -0.00417647 -0.000231851 0.00512647 0.0117174 0.00206363
internal_weight=0 0.0112343 0.0093978 0.00826196 0.00724335 0.00613158 0.00494916 0.00383542 0.00239609
internal_count=3910 3579 3266 2914 2199 1886 1180 1045 752
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=13
num_cat=0
split_feature=48 133 2 157 48 51 0 52 15 1 43 4
split_gain=0.000103848 0.000134294 0.000125888 0.000243532 0.00015697 0.000112224 0.000160093 0.00014072 0.000164749 6.69758e-05 0.000138399 9.37494e-05
threshold=0.12738500000000003 0.10681500000000001 0.086545000000000025 -1.0000000180025095e-35 0.097140000000000018 0.08955500000000001 -0.17106499999999999 0.096170000000000019 0.088190000000000004 0.095575000000000007 -0.079804999999999987 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 -5 8 -8 11 -11 -1
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00010246849294718806 -0.00060220639986895445 -0.00064051387288637581 -0.00064663882594967546 0.0010381455257624454 0.0010335563459385466 -0.0003363381266221219 -0.00039443065033940264 0.00067044586724908373 0.00056442485569324109 -0.00044056327605129325 0.00043705016274209045 -0.00083180316016468446
leaf_weight=0.0019725074185313989 0.0010820817707402055 0.0010837129571177216 0.0010901308101015517 0.0010402674029762323 0.0010882421773306507 0.0011181176055798251 0.0019699824064089043 0.0015298076660216538 0.0010594331069226498 0.0011940629249458082 0.0016393342957609013 0.0010321786271084874
leaf_count=811 127 523 451 93 145 193 596 264 130 164 267 146
internal_value=0 2.56618e-05 7.466e-05 0.000221485 0.000342723 0.000230809 0.000344058 0.00018569 -5.91042e-05 -0.000149069 6.72024e-05 -0.000353012
internal_weight=0 0.0158178 0.0147341 0.00889598 0.00780585 0.00671761 0.00559949 0.00455922 0.00302942 0.00583808 0.0028334 0.00300469
internal_count=3910 3783 3260 1872 1421 1276 1083 990 726 1388 431 957
is_linear=0
shrinkage=0.00196078


Tree=3809
num_leaves=13
num_cat=0
split_feature=133 0 16 50 47 42 12 15 49 15 150 2
split_gain=0.00011045 9.56593e-05 8.19828e-05 8.53422e-05 8.13934e-05 9.47949e-05 0.000166193 9.26539e-05 0.00013193 4.98321e-05 4.15436e-05 2.85042e-05
threshold=0.10681500000000001 0.14676000000000003 0.31524000000000002 0.086465000000000014 0.087945000000000009 -1.0000000180025095e-35 0.089505000000000015 -0.073314999999999991 -0.006494999999999999 -0.106555 0.083205000000000015 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 10 -9 -6 -7 -8
right_child=-2 -3 -4 -5 9 6 11 8 -10 -11 -12 -13
leaf_value=-0.00036487383197114935 -0.00060643777463066954 0.00058392735145525209 -0.00046228683414730956 -0.00041339641389582225 4.3242814743327929e-05 9.5553624788361331e-05 0.0009713894261724359 -0.00067752580956041903 0.0001768097165015689 -0.00056018348021345398 0.00059645662067024522 0.00050763645497567942
leaf_weight=0.0010514217221315536 0.0011047797772334557 0.0011323453668622202 0.001379655906200406 0.0013978093063849841 0.0011083527428056429 0.0012087893057154634 0.0010290993550239212 0.0011282448936356286 0.001809488928430315 0.001001690970766272 0.0013447945421595593 0.0010093324363515885
leaf_count=589 545 74 351 563 161 325 191 215 499 98 161 138
internal_value=0 3.65652e-05 -9.45294e-06 4.22266e-05 0.000101796 0.000186633 0.000263643 8.61607e-05 -0.0001513 -0.000243219 0.000359344 0.000741761
internal_weight=0 0.014601 0.0134687 0.012089 0.0106912 0.00858117 0.00752975 0.00549132 0.00293773 0.00211004 0.00255358 0.00203843
internal_count=3910 3365 3291 2940 2377 2118 1529 1200 714 259 486 329
is_linear=0
shrinkage=0.00196078


Tree=3810
num_leaves=13
num_cat=0
split_feature=133 40 48 50 4 0 15 47 42 3 3 1
split_gain=8.61832e-05 7.67992e-05 7.74247e-05 0.000146818 0.000100179 6.10569e-05 6.44596e-05 7.76945e-05 6.59814e-05 0.000107931 0.000129231 9.1045e-05
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 0.086465000000000014 0.40359500000000004 -0.23029999999999998 -0.10312999999999999 0.092255000000000018 0.091230000000000019 -0.12008499999999998 -0.060719999999999989 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 -8 -11 -12
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 11 -13
leaf_value=0.00053308016279591988 -0.00054409873876808113 0.00046443149699780138 -0.00052510856480465025 -0.0006642634650161713 0.00067136506492376118 -0.00041371974716150747 0.00036625119281053219 0.00048575075810881782 0.00033655288706088915 -0.00076432519121696679 0.00035433130820021306 -0.00043791701748835957
leaf_weight=0.0010989491054676824 0.0010612029972350565 0.0011652919523328356 0.0010208589061510018 0.0010499526769163119 0.0010760328678913562 0.001314937997222267 0.001208119333922788 0.0013364932937836305 0.0014269604017395953 0.0014531653108043143 0.0012006819700158509 0.0010413962224678011
leaf_count=253 545 66 118 521 251 226 206 135 294 1012 129 154
internal_value=0 3.49162e-05 -6.2649e-06 3.6892e-05 0.000102487 4.21611e-05 -1.26242e-05 5.61679e-05 -3.45281e-05 -0.000142519 -0.000308856 -1.36507e-05
internal_weight=0 0.0143928 0.0132939 0.012273 0.0112231 0.010147 0.00898175 0.00766682 0.00633032 0.00490336 0.00369524 0.00224208
internal_count=3910 3365 3112 2994 2473 2222 2156 1930 1795 1501 1295 283
is_linear=0
shrinkage=0.00196078


Tree=3811
num_leaves=14
num_cat=0
split_feature=484 133 52 16 474 13 49 15 51 2 15 2 16
split_gain=8.26201e-05 8.75655e-05 9.90852e-05 0.000120562 0.000136362 0.00013785 0.000118714 0.000126122 0.000125536 0.000116559 5.15642e-05 4.67587e-05 3.89003e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 0.20277000000000003 0.084655000000000022 -0.094679999999999986 -0.081419999999999979 -0.074174999999999977 0.089005000000000015 0.098535000000000025 -0.091274999999999981 0.086875000000000022 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 -7 8 12 11 -4 -9 -8
right_child=1 -3 3 -5 -6 6 7 9 -10 -11 -12 -13 -14
leaf_value=-0.00055124767183626006 -0.00048793808414019155 -0.00049852891763457426 6.5262916029909274e-05 0.0006196435861287727 0.00071823577200997939 0.00037065727065479928 -4.1545860152955956e-06 -0.00055302269190484398 0.00053612042683374365 -0.0010892744891296583 0.00064640081600785991 1.3643440578448115e-05 -0.0005234627498195291
leaf_weight=0.0010414253394516538 0.0011567668508314288 0.0011594640360325604 0.0010581407719288862 0.0015741093396073385 0.0010384624353381245 0.0013902827482347941 0.0011052160305333953 0.0011898620431656324 0.0011388654675108289 0.0010066049601702137 0.0013184311728298573 0.001057332849210918 0.0011131213672927942
leaf_count=612 340 472 162 141 218 160 219 600 120 159 187 313 207
internal_value=0 1.95103e-05 6.19673e-05 0.000110935 4.07931e-05 -2.69953e-05 -0.000150157 -0.000259683 6.94023e-06 -0.000534779 0.000387656 -0.000286399 -0.000264734
internal_weight=0 0.0153067 0.0141472 0.0129904 0.0114163 0.0103779 0.00800129 0.006611 0.0033572 0.0032538 0.00237657 0.00224719 0.00221834
internal_count=3910 3298 2826 2486 2345 2127 1778 1618 546 1072 349 913 426
is_linear=0
shrinkage=0.00196078


Tree=3812
num_leaves=9
num_cat=0
split_feature=11 48 0 42 13 2 3 15
split_gain=2.07561e-05 4.1104e-05 9.58003e-05 5.15683e-05 5.44426e-05 6.12832e-05 7.20391e-05 2.97979e-05
threshold=0.079700000000000007 0.016865000000000002 -0.19631499999999999 -0.088669999999999985 -0.094679999999999986 0.10946500000000002 -0.077894999999999978 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=0.014342489735513032 -0.013854008160848724 -0.0068331070994396559 0.026096179391386306 0.0076291244196796297 -0.035058855309559371 0.0069345715932794399 0.0057103190223348668 -0.018355105338332435
leaf_weight=0.001446803810830336 0.0010137015794743605 0.0017202490084251565 0.0018163254664333378 0.0019587407779620668 0.0015455703226111023 0.0012525094245718965 0.0010147255328348652 0.0010437428818547915
leaf_count=409 254 112 607 293 1252 335 247 401
internal_value=0 0.00105731 0.0100788 -0.00280433 -0.0064444 -0.0121205 -0.0187427 -0.00649201
internal_weight=0 0.0117987 0.00353657 0.00826209 0.00681529 0.00485655 0.00360404 0.00205847
internal_count=3910 3656 719 2937 2528 2235 1900 648
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=12
num_cat=0
split_feature=484 133 0 40 2 15 150 4 2 4 1
split_gain=0.000108953 0.000104789 7.74701e-05 5.47201e-05 7.83566e-05 0.000109215 7.27688e-05 8.55245e-05 0.000114596 0.000133018 0.000143579
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -1.0000000180025095e-35 0.10796500000000002 -0.074174999999999977 0.086420000000000011 -0.078484999999999985 0.092340000000000019 -1.0000000180025095e-35 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 9 -9 -11
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00063541843643978775 -0.00038351223861421462 -0.00056067588429160561 0.00059054440039565004 -0.000119122724321074 0.00014569303599767578 -0.00062584821636440927 -0.00024952237277588846 0.00071102869229691949 0.00096935129458805536 -0.00036659605650475141 0.00055516650325550688
leaf_weight=0.0010067667274840193 0.0010927336498967885 0.0010632245988377803 0.0010485510173716605 0.001789509626889646 0.0015520599482160072 0.0012930445381744886 0.0013267259299800521 0.0014749102149999535 0.0010139753808338578 0.0017190286779761293 0.0010444458893765249
leaf_count=612 370 472 70 719 231 249 212 444 241 205 85
internal_value=0 3.17602e-05 7.89255e-05 3.53338e-05 7.61488e-05 -0.000204957 0.000171718 0.000251081 0.000377212 0.000235551 -1.8219e-05
internal_weight=0 0.0144182 0.013355 0.0123064 0.0112137 0.0028451 0.0083686 0.00704187 0.00525236 0.00423838 0.00276347
internal_count=3910 3298 2826 2756 2386 480 1906 1694 975 734 290
is_linear=0
shrinkage=0.00196078


Tree=3814
num_leaves=11
num_cat=0
split_feature=4 124 3 4 16 52 150 0 43 3
split_gain=2.13242e-05 3.63628e-05 7.60669e-05 6.45661e-05 5.90828e-05 5.33832e-05 5.53691e-05 7.45214e-05 4.40347e-05 2.84313e-05
threshold=0.27608500000000008 -0.018779999999999995 0.13772500000000001 -0.08422499999999998 -0.27337499999999998 0.0033900000000000002 0.086765000000000023 -0.10575999999999998 -0.074254999999999988 -0.12817999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 6 7 -6 -9 -3
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.019547422262009284 0.010636472464720076 -0.006560523359369525 0.024685922137312737 -0.020122813014032941 0.027453585709308732 0.022106360341320217 -0.019254359161859351 0.0096104733936774843 -0.018742093273560283 -0.029844664426602781
leaf_weight=0.0010325818873040587 0.0016112011522848935 0.0010422589330650557 0.0011237586099059485 0.0010494237365778706 0.0011296768472712927 0.0014747461621211818 0.0011047975701563156 0.0011277552055125894 0.0010651700529403355 0.0010554922301462145
leaf_count=218 441 217 118 172 117 884 193 525 531 494
internal_value=0 -0.00166717 0.000147705 -0.00289949 0.00174064 0.00562804 0.000139191 0.00658774 -0.00416122 -0.018276
internal_weight=0 0.0112057 0.0101731 0.00904932 0.00695157 0.00590215 0.0044274 0.0033226 0.00219293 0.00209775
internal_count=3910 3469 3251 3133 2422 2250 1366 1173 1056 711
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=13
num_cat=0
split_feature=133 0 50 16 0 47 42 12 52 15 48 47
split_gain=8.46674e-05 7.48037e-05 6.0874e-05 6.31128e-05 9.25033e-05 6.61122e-05 0.000104946 0.000162798 0.00010276 9.26949e-05 8.08625e-05 5.6871e-06
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.31524000000000002 -0.060094999999999989 0.081320000000000017 0.091330000000000008 0.086935000000000012 1.0000000180025095e-35 -0.021529999999999997 0.086350000000000024 0.10460500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1 -7
right_child=-2 -3 -4 -5 -6 11 -8 -9 -10 -11 -12 -13
leaf_value=0.00062230311031702759 -0.00053553258672745484 0.00054136461974918298 -0.00039857115315554241 -0.00035656156958547484 0.00055977123382228904 -0.00038293660951725991 0.00068174602212394872 -0.00066624563040905231 0.00064007998483843627 -0.00049953328125639071 -0.00011630961338859208 -0.00017796614425460224
leaf_weight=0.0010146010755749421 0.0010616392133232415 0.0010530691397304089 0.0013351803514025486 0.0013419465639607801 0.0014223134732421526 0.0010815073992025983 0.0010597783738080305 0.0011047847520755678 0.001295646731099769 0.0010304256402285093 0.0013000728547285863 0.001003183283955929
leaf_count=213 545 74 564 350 303 145 270 600 352 233 131 130
internal_value=0 3.87493e-05 -1.99827e-06 4.34354e-05 9.54873e-05 2.12063e-05 0.000114794 1.02177e-05 0.000171258 -1.03296e-05 0.00020745 -0.000284302
internal_weight=0 0.0140425 0.0129894 0.0116543 0.0103123 0.00889 0.00680531 0.00574553 0.00464075 0.0033451 0.00231467 0.00208469
internal_count=3910 3365 3291 2727 2377 2074 1799 1529 929 577 344 275
is_linear=0
shrinkage=0.00196078


Tree=3816
num_leaves=10
num_cat=0
split_feature=151 1 0 133 160 16 51 0 15
split_gain=2.02544e-05 3.79198e-05 8.60811e-05 7.49423e-05 3.39553e-05 5.67104e-05 9.05698e-05 7.65154e-05 4.84554e-05
threshold=0.077805000000000013 0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.088999999999999982 -0.055679999999999993 -0.091149999999999981 -0.22851499999999997 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 7 -7 -6 -9
right_child=-2 4 3 -5 5 6 -8 8 -10
leaf_value=-0.030519207090527019 0.013458779630653157 0.019850622655468525 0.014242479127168837 -0.018823252812775922 -0.01503441270903305 0.010967991430740967 -0.026832442915148705 0.0008398202641315746 0.026811526121717597
leaf_weight=0.0012819969619369013 0.0010134348508296304 0.0010219275395160808 0.0016745113761562269 0.0011604655035121706 0.0010838480329415927 0.001080560883913474 0.0015332637817775498 0.0012287245682890821 0.0017294728493380015
leaf_count=978 161 269 447 529 97 249 488 224 468
internal_value=0 -0.0012732 -0.00901635 0.000707398 0.00287882 0.000273002 -0.0112057 0.00769578 0.0160239
internal_weight=0 0.0117948 0.00411697 0.00283498 0.0076778 0.00665587 0.00261382 0.00404205 0.0029582
internal_count=3910 3749 1954 976 1795 1526 737 789 692
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=12
num_cat=0
split_feature=133 13 50 48 0 3 49 15 12 42 1
split_gain=7.18879e-05 6.63812e-05 6.02469e-05 6.89044e-05 6.39764e-05 0.000123672 8.38116e-05 0.000122161 7.37073e-05 0.000130883 2.63602e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -0.10071499999999999 -0.100615 -0.07107999999999999 -0.09547499999999999 -1.0000000180025095e-35 0.088235000000000022 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 10 -7 -10 -8
right_child=-2 2 -4 -5 5 8 7 -9 9 -11 -12
leaf_value=0.00045474617383104468 -0.0005167071819647378 -0.000250840350260904 -0.00042436175725434929 -0.00043374571409222299 0.00036337602110365767 0.00015986935536721578 -6.3638561777477594e-05 0.00086868311328255877 -0.00089626169571903325 5.7042605717343742e-06 0.00035107490092579197
leaf_weight=0.0012574097713076984 0.0010096658195422039 0.0010219856125995956 0.0012604651896558705 0.0011162728813400588 0.0017083033881305819 0.0010341771840369574 0.0013255691927900326 0.0012951205255716022 0.001288626790944665 0.0011894725574236641 0.0010608598486432251
leaf_count=181 545 125 550 116 300 250 123 191 988 457 84
internal_value=0 2.56254e-05 -1.82399e-05 2.81265e-05 8.00783e-05 -6.93548e-05 0.000245938 0.000383842 -0.000279827 -0.000463324 0.000120718
internal_weight=0 0.0135583 0.0123009 0.0110404 0.00992412 0.00522058 0.00470354 0.00368155 0.00351228 0.0024781 0.00238643
internal_count=3910 3365 3184 2634 2518 1995 523 398 1695 1445 207
is_linear=0
shrinkage=0.00196078


Tree=3818
num_leaves=11
num_cat=0
split_feature=42 51 50 160 49 1 48 3 0 1
split_gain=1.90002e-05 4.72426e-05 5.88818e-05 0.00010299 8.24617e-05 0.000119171 8.74687e-05 7.9362e-05 4.72641e-05 2.02616e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.11052000000000002 0.08784500000000002 -0.082304999999999975 -0.10071499999999999 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -5 6 7 -6 -9 -1
right_child=1 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.018510092594510252 -0.015359214537681774 0.036295036874473573 -0.018009766584829293 0.02562143961821281 0.017530424491285557 -0.032330543160954114 0.028356170906092278 0.0013288888361891373 -0.026697362919867341 0.0012781350168516814
leaf_weight=0.001062730500645689 0.001426170295902124 0.0010500747214413266 0.0010588226067567699 0.0012942519425499181 0.0012311757269492752 0.0010766906881323523 0.0011628510113566659 0.0011252449043541758 0.001293359285581345 0.0010084485010339243
leaf_count=864 521 454 490 176 329 270 142 93 375 196
internal_value=0 0.00158716 0.00418802 0.00704259 0.00276655 -0.0022561 0.00447221 -0.00313743 -0.0136583 -0.00887529
internal_weight=0 0.0107186 0.00929247 0.00823365 0.00718357 0.00588932 0.00481263 0.00364978 0.0024186 0.00207118
internal_count=3910 2850 2329 1839 1385 1209 939 797 468 1060
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=13
num_cat=0
split_feature=484 133 40 42 484 15 16 52 42 13 3 0
split_gain=9.18012e-05 0.000108335 9.52646e-05 8.64594e-05 8.25514e-05 7.85259e-05 0.000154482 0.000158106 0.000140798 0.00013657 7.10966e-05 0.000102784
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.090325000000000003 -0.19424999999999998 0.096170000000000019 0.085545000000000024 -0.089189999999999978 -0.082974999999999979 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 8 10 -5 -8 -12
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13
leaf_value=-0.00057829641102153891 0.00065570641166570796 -0.0005808030875141671 -0.00045345118614175626 0.00012402729805209662 -0.00041746938814052082 0.00057218237784374497 0.00070345445751219995 0.0008573626487311805 -0.00050220317854485501 -0.00088490689560420937 0.00041815736729619986 -0.00031429357242863178
leaf_weight=0.0010299378679732392 0.0010051492300251911 0.0010434103681953482 0.0012849588045559428 0.0010001950250752467 0.0011332685069466242 0.0013962985903587738 0.0010034683556930223 0.001214194115173213 0.0012499148124129784 0.0010650840043801122 0.0016985058224656124 0.0013006555413770113
leaf_count=612 243 472 334 129 298 339 383 165 391 166 98 280
internal_value=0 2.7678e-05 7.52297e-05 2.79722e-05 8.38964e-05 0.000141125 7.05805e-05 0.000219685 7.2277e-05 -0.00039629 0.000251672 0.000100513
internal_weight=0 0.0143951 0.0133517 0.0123465 0.0110616 0.00992832 0.00853202 0.00646674 0.00525254 0.00206528 0.00400263 0.00299916
internal_count=3910 3298 2826 2583 2249 1951 1612 1317 1152 295 761 378
is_linear=0
shrinkage=0.00196078


Tree=3820
num_leaves=14
num_cat=0
split_feature=133 3 48 50 4 3 2 159 150 2 4 43 43
split_gain=9.38893e-05 0.000108573 0.00011801 0.000155902 0.000114011 8.32408e-05 0.000136362 0.000123891 0.000113784 8.90213e-05 6.25094e-05 0.000122979 5.31351e-05
threshold=0.10681500000000001 0.16699000000000003 0.11930500000000001 0.086465000000000014 0.28937500000000005 0.10223 0.10393500000000001 0.082325000000000023 0.087235000000000021 0.091525000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0094899999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 -1 -12
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.00013602038190574451 -0.00054826825524899271 0.00064920347692448721 -0.00065249840485647414 -0.00062962200751214969 0.00066019867153739109 0.00052944975459178747 -0.00062189758250658339 -0.00055500498090923882 -0.00037320023046272694 0.00073197362308490455 0.00024216905687577596 0.00076648912118961734 -0.00037012961796398751
leaf_weight=0.0010330393971239638 0.0011560865542761352 0.0010201493249649808 0.0010291334920670909 0.0012226613957880229 0.0012728553174504191 0.0011827514125677405 0.0012632096089337319 0.0010595677878146243 0.0012499670082902151 0.0012958756037625445 0.0010082610967937465 0.0013250260926378266 0.0011856717610474127
leaf_count=646 545 183 115 525 271 73 378 323 176 255 101 202 117
internal_value=0 3.1445e-05 -1.31618e-05 3.70686e-05 0.000105705 3.91418e-05 -2.2416e-05 7.04163e-05 0.000163779 0.000278557 0.000149477 0.000371111 -8.87368e-05
internal_weight=0 0.0151482 0.014128 0.0130989 0.0118762 0.0106034 0.00942062 0.00815741 0.00709784 0.00584787 0.004552 0.00235807 0.00219393
internal_count=3910 3365 3182 3067 2542 2271 2198 1820 1497 1321 1066 848 218
is_linear=0
shrinkage=0.00196078


Tree=3821
num_leaves=12
num_cat=0
split_feature=484 133 0 484 133 52 151 2 2 133 47
split_gain=9.04217e-05 9.02228e-05 0.000110572 8.1413e-05 9.13717e-05 7.84183e-05 6.36464e-05 0.000126243 0.000118411 9.9978e-05 9.49975e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.087495000000000017 0.065880000000000008 0.10218500000000001 -0.0088999999999999982 0.088485000000000022 0.11203000000000002 -1.0000000180025095e-35 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -8 -11
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.00058010617114968377 -0.00025874293497088425 -0.0005168950084231313 0.00067319963504668947 -0.0005073923852417742 0.00052758433860400496 -0.00046402370424377385 -0.00058616216756106679 0.00078974928031585935 -3.5346598412403109e-05 -0.00016053557464630822 0.000555540697561029
leaf_weight=0.0010213957615374898 0.0018671580269061881 0.0010995854576920728 0.0010662074222571984 0.0010491929636642231 0.0014264872115578127 0.001241728287575585 0.0010684093704177223 0.001720002702836267 0.0010940917006170875 0.0018739949287674786 0.0011490100326918273
leaf_count=612 286 472 70 323 419 298 518 360 246 246 60
internal_value=0 2.32843e-05 6.70996e-05 1.53603e-05 6.32996e-05 -2.83482e-06 6.24442e-05 0.000149289 0.00046896 -7.05825e-05 0.000111637
internal_weight=0 0.0146559 0.0135563 0.0124901 0.0114409 0.0100144 0.00877267 0.00690551 0.00281409 0.00409141 0.003023
internal_count=3910 3298 2826 2756 2433 2014 1716 1430 606 824 306
is_linear=0
shrinkage=0.00196078


Tree=3822
num_leaves=12
num_cat=0
split_feature=484 474 160 50 42 160 133 3 43 2 2
split_gain=9.25212e-05 6.6896e-05 8.19244e-05 0.000114447 9.54155e-05 7.15423e-05 8.21299e-05 0.000161173 9.12324e-05 6.83628e-05 6.81818e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.087555000000000008 -1.0000000180025095e-35 0.099550000000000013 0.094185000000000005 -0.11266 -0.074254999999999988 0.10836000000000003 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9 10 -10
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00057280593785781269 -0.00043969151133892642 0.00048808761019359509 -0.00040591814849491966 0.0006842683345897277 0.00084442511628685427 -0.00036238976997338823 -0.00035858940658844811 0.00045710017531366045 -0.00021922385878072519 -0.00050383181444059574 0.00039471162162743129
leaf_weight=0.001028583787925876 0.0014732701933696567 0.0011567590639397886 0.0019112604226943107 0.0010031538605551971 0.0013004370606548203 0.0012406381815796312 0.0010809162682723873 0.0016966031220494279 0.0014515542306931003 0.0010921831146290077 0.0013352109996525585
leaf_count=612 556 318 731 306 185 107 201 306 250 182 156
internal_value=0 3.5436e-05 -3.10648e-06 4.99987e-05 -7.2775e-06 7.55605e-05 0.000143846 0.000222829 7.78486e-05 -8.80312e-05 7.49284e-05
internal_weight=0 0.014742 0.0135852 0.012112 0.0111088 0.00919754 0.0079569 0.00687599 0.00557555 0.00387895 0.00278677
internal_count=3910 3298 2980 2424 2118 1387 1280 1079 894 588 406
is_linear=0
shrinkage=0.00196078


Tree=3823
num_leaves=11
num_cat=0
split_feature=474 160 133 13 12 52 151 15 52 4
split_gain=2.48332e-05 7.18976e-05 9.09255e-05 3.94213e-05 8.79584e-05 7.02307e-05 6.14513e-05 0.000105185 6.72125e-05 1.9424e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 0.092720000000000011 0.096170000000000019 -0.0088999999999999982 -0.053579999999999996 -0.068164999999999989 -0.081294999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 -8 -9
right_child=-2 2 3 5 -6 -7 7 9 -10 -11
leaf_value=-0.019825515645698299 0.014999812551177192 -0.020785582505732439 0.032638287225756839 -0.024997140162763165 -0.0058802625706871389 0.02496380108712749 0.036948430221378802 -0.0034813653743424365 0.00029382324687561643 -0.022832171447021481
leaf_weight=0.001798011675791752 0.001001114767329587 0.0015073020294187828 0.0014237883429651524 0.0010379979271345381 0.0010158022478008732 0.0010639646473440522 0.0010003730385270558 0.0010013979412463023 0.0010006542237989361 0.0010762137204586061
leaf_count=927 424 843 340 226 72 156 155 329 153 285
internal_value=0 -0.00139772 0.00187391 0.00583608 0.0165998 0.00158744 -0.00327349 0.00225509 0.0186186 -0.0135052
internal_weight=0 0.0119255 0.0101275 0.00862019 0.00243959 0.0061806 0.00511664 0.00407864 0.00200103 0.00207761
internal_count=3910 3486 2559 1716 412 1304 1148 922 308 614
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=12
num_cat=0
split_feature=133 40 48 50 4 52 16 52 52 15 15
split_gain=8.21196e-05 9.76438e-05 9.66567e-05 0.000119311 0.000120188 5.56357e-05 7.31101e-05 0.000107418 0.0001015 7.60984e-05 8.558e-05
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 0.086465000000000014 0.28937500000000005 -0.092854999999999979 -0.014099999999999998 0.086950000000000013 0.096170000000000019 0.05377500000000001 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 -8 10 -7
right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.00059409228253887441 -0.00053427433302095169 -0.00027492079370556043 -0.00059457802731349252 -0.00060499044530960301 0.00067907772165304943 0.00020686879976110492 4.8139947874939747e-05 -0.00059865867443202473 0.00084205467393152968 0.00052402602600461028 -0.00046887039575079268
leaf_weight=0.0010928980192015875 0.001061826337671659 0.001951467693713742 0.0010232172928643654 0.0010294770366297392 0.0011988445795037732 0.001803033902664764 0.0015499118811147204 0.0010501479500821392 0.0010309501946759482 0.0011826077610228398 0.0012002242238521674
leaf_count=253 545 552 118 521 277 150 457 479 108 298 152
internal_value=0 3.11557e-05 -1.60976e-05 3.32421e-05 9.31522e-05 2.1243e-05 9.51797e-05 -3.79527e-05 0.000365277 0.000102717 -6.31841e-05
internal_weight=0 0.0141128 0.0130199 0.0119967 0.0109672 0.00976834 0.00781688 0.00523601 0.00258086 0.00418587 0.00300326
internal_count=3910 3365 3112 2994 2473 2196 1644 1079 565 600 302
is_linear=0
shrinkage=0.00196078


Tree=3825
num_leaves=12
num_cat=0
split_feature=484 133 40 133 42 160 160 0 4 52 15
split_gain=8.22934e-05 9.08111e-05 0.000118433 9.42989e-05 0.00012735 0.000107779 0.000128225 0.000117829 0.000106119 0.000104931 8.29023e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.085714999999999986 -1.0000000180025095e-35 -0.080184999999999992 0.099550000000000013 -0.15713499999999997 0.08734500000000002 0.071660000000000015 -0.059484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 9 10 -9
right_child=1 -3 3 4 5 6 -8 8 -10 -11 -12
leaf_value=-0.00054990094416022914 0.00071150450468493334 -0.00050410324195922576 0.0004445680452471893 -0.00063718273712983127 -0.00043279706315365137 -0.00023324210954156976 -0.00051346326099096964 0.00029778044371967178 0.00084352237991202814 0.00063436222790836793 -0.00043120958495662047
leaf_weight=0.0010089851831160427 0.0010343755905978603 0.0011324454043037677 0.0017371436287882706 0.0012459997211002475 0.0016060349602399172 0.0016429480604257547 0.0010475991395042655 0.0012765845380394395 0.0013436044394045474 0.0013740730867533302 0.0011312582288898517
leaf_count=612 243 472 534 500 438 131 102 182 189 151 356
internal_value=0 2.91379e-05 7.40697e-05 2.09191e-05 -4.80659e-05 2.98402e-05 0.000124902 0.000223706 0.000370178 0.000202012 -4.47153e-05
internal_weight=0 0.0145721 0.0134396 0.0124052 0.0106681 0.0094221 0.00781607 0.00676847 0.00512552 0.00378192 0.00240784
internal_count=3910 3298 2826 2583 2049 1549 1111 1009 878 689 538
is_linear=0
shrinkage=0.00196078


Tree=3826
num_leaves=11
num_cat=0
split_feature=133 13 50 48 1 4 43 0 0 52
split_gain=3.91548e-05 5.42873e-05 5.74191e-05 5.41673e-05 4.59241e-05 6.99478e-05 5.95565e-05 0.000106705 6.39066e-05 5.93748e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11028500000000001 0.11198000000000001 0.22584000000000001 -0.06705499999999999 -0.10071499999999999 -0.070894999999999986 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 9 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.022660894896114198 -0.019127476794510132 0.00040955592202515754 -0.02262207370798152 -0.020280320866397146 0.018919889876727609 -0.023438733101118592 -0.0043326900563818342 -0.022797491516748637 0.035138118801433492 0.027485312021284986
leaf_weight=0.0010976688291130113 0.0010003603698767122 0.0010295660695666966 0.0010741437000771322 0.0010029554339206328 0.0017167978246949009 0.0010271551094440416 0.0012222404522536368 0.0015605550316243216 0.0010917492296673224 0.0011275143649206857
leaf_count=179 557 675 546 133 335 167 104 908 192 114
internal_value=0 0.00146794 -0.000675573 0.00173519 0.00425133 0.000683719 0.00479165 -0.00252723 0.0182828 0.010935
internal_weight=0 0.0119503 0.0108527 0.00977853 0.00877558 0.00705878 0.00603163 0.00391031 0.00212132 0.00234975
internal_count=3910 3353 3174 2628 2495 2160 1993 1126 867 218
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=10
num_cat=0
split_feature=4 42 403 42 160 43 43 15 160
split_gain=2.59055e-05 3.13897e-05 4.56883e-05 4.77505e-05 6.30675e-05 7.61016e-05 3.73539e-05 9.62715e-05 3.0328e-05
threshold=0.27608500000000008 0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.070805000000000021 -0.031229999999999997 0.085065000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.020692757060559803 0.011760231706084414 -0.014359066367545187 0.017958065399413716 -0.016891573196615994 0.026970064468301691 0.019071803528830256 0.016100436976507451 -0.028866855305121598 -0.0052440514899059097
leaf_weight=0.0012067145142151438 0.0016091276520463086 0.001692305169492596 0.0012853047562864138 0.0015662111363395756 0.0013029297131530414 0.0010422670715035634 0.0010107692307981253 0.0011670952158598061 0.0010099885313337165
leaf_count=794 441 700 332 707 398 80 50 352 56
internal_value=0 -0.00180256 0.000412938 -0.00230208 0.000823926 0.00583856 -0.000670208 -0.00593563 0.0071051
internal_weight=0 0.0112836 0.00959128 0.00830598 0.00709926 0.00553305 0.00423012 0.00321935 0.00205226
internal_count=3910 3469 2769 2437 1643 936 538 488 136
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=13
num_cat=0
split_feature=484 49 151 42 52 52 51 151 47 42 133 3
split_gain=8.9906e-05 6.68173e-05 0.000115048 0.000125491 8.49526e-05 0.000127785 0.000219998 0.000110215 0.000113286 8.93018e-05 0.000124878 0.000129245
threshold=-0.0043499999999999988 -0.14917999999999998 0.056555000000000001 0.10138000000000001 -0.048794999999999991 -0.088354999999999989 -0.095859999999999987 -0.03268999999999999 0.09550500000000002 0.08622500000000001 0.083815000000000014 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -6 9 10 11 -9
right_child=1 2 -4 -5 7 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00057170002307122686 0.00050992933392551192 0.00069019048217822121 -0.00061660673340720119 -0.00061736668247678998 -0.00059007004616217819 0.00079212104491816805 -0.00052757759408034231 -0.00088864733432187292 0.00060985126553782937 0.00044992744262900965 0.00036159240429448839 -6.9273550335087871e-05
leaf_weight=0.0010227642419521283 0.0010347315935810555 0.00109180412607289 0.0010946531577995166 0.0010094899028010905 0.0010938420656568101 0.0014893410649699833 0.0011942250409030259 0.0011749170025435476 0.0012653864083922743 0.0011362053362996873 0.0012385097261584386 0.0020000605411298745
leaf_count=612 111 247 141 399 217 233 330 624 134 437 223 202
internal_value=0 2.93696e-05 -6.69326e-06 4.59029e-05 0.000103207 0.000345197 5.40266e-05 -1.23074e-05 8.04253e-05 -4.02892e-05 -0.00016649 -0.000372487
internal_weight=0 0.0148232 0.0137884 0.0126938 0.0116843 0.00377537 0.00228603 0.00790892 0.00681508 0.00554969 0.00441349 0.00317498
internal_count=3910 3298 3187 3046 2647 810 577 1837 1620 1486 1049 826
is_linear=0
shrinkage=0.00196078


Tree=3829
num_leaves=9
num_cat=0
split_feature=474 160 133 42 48 0 0 12
split_gain=2.12275e-05 5.64375e-05 7.18763e-05 3.3339e-05 6.70871e-05 6.72432e-05 7.94939e-05 6.07389e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.088115000000000013 0.087945000000000009 -0.10575999999999998 -0.017269999999999997 0.091885000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -5
right_child=-2 2 3 7 -6 6 -8 -9
leaf_value=-0.017697906514621994 0.013854634549751797 -0.018505735630589413 0.026045937158849619 0.033787176542485302 -0.014127090537239515 -0.013028107071933803 0.019215763652797362 -0.00045786551012657619
leaf_weight=0.0017813418318531763 0.0010042983879470996 0.0015114663100153853 0.0014435807758467678 0.001007733821082899 0.0019108738385112895 0.0018902967628586312 0.0012839613392365381 0.0010656035978660085
leaf_count=927 424 843 202 233 273 484 175 349
internal_value=0 -0.00128514 0.00160571 0.0051395 0.0016312 0.00815202 1.42739e-05 0.0161867
internal_weight=0 0.0118949 0.0101135 0.00860205 0.00652871 0.00461784 0.00317426 0.00207334
internal_count=3910 3486 2559 1716 1134 861 659 582
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=10
num_cat=0
split_feature=133 52 40 2 3 0 0 1 52
split_gain=2.7567e-05 4.49352e-05 4.15022e-05 4.61483e-05 0.000154484 6.64291e-05 8.46196e-05 4.4102e-05 4.9044e-05
threshold=-0.085714999999999986 0.16064500000000001 -0.012844999999999997 0.11230000000000001 0.099570000000000006 -0.053834999999999994 -0.07883999999999998 0.092550000000000007 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.012545549320256781 0.016936730877371443 -0.021768034982681855 -0.017075861385659898 -0.016641375788261432 0.03610538638521861 -0.025215173322476071 0.026375693142501391 -0.023870776088435193 0.010188877808604738
leaf_weight=0.0015212799528015559 0.0012945884582679238 0.0010242006224944365 0.0010395557594811921 0.0017787842594026758 0.0010861271311129522 0.0012661496615920835 0.0010033009243622269 0.0010358785212899648 0.0018058301089576971
leaf_count=604 348 427 312 414 121 245 397 109 933
internal_value=0 -0.0017908 0.000193705 -0.00221049 0.00133656 -0.00480311 0.000487987 -0.00620395 0.000227763
internal_weight=0 0.0113344 0.0103102 0.00901563 0.00723684 0.00615071 0.00488457 0.00388126 0.00284539
internal_count=3910 3306 2879 2531 2117 1996 1751 1354 1245
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=10
num_cat=0
split_feature=4 16 52 1 3 3 1 16 2
split_gain=2.4536e-05 3.03981e-05 3.1112e-05 7.98368e-05 6.73232e-05 8.91189e-05 6.32597e-05 4.42074e-05 2.45895e-05
threshold=0.27608500000000008 -0.38486499999999996 -0.27466499999999994 0.095575000000000007 -0.083144999999999983 0.084925000000000014 0.11215000000000001 -0.078844999999999985 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -5 -4 -7
right_child=-2 2 3 6 5 8 -8 -9 -10
leaf_value=-0.017114262754674377 0.011512612120202851 -0.016094971418714684 0.024934256758279264 0.035085408934945071 -0.028708714717971536 0.012152243568963604 0.0036504086039588291 -0.0023479530555590789 -0.0095745416117029858
leaf_weight=0.0011532379420275104 0.0015968231958881649 0.0010696104717423495 0.0010044886480239982 0.0010847121406258363 0.0017919480244641601 0.0010823679341588344 0.0015620999698947539 0.0014531365370977984 0.0010041840913321831
leaf_count=182 441 424 454 284 1125 93 237 622 48
internal_value=0 -0.00173695 2.71449e-05 0.00194683 -0.00414633 -0.0123517 0.016533 0.00880292 0.00169591
internal_weight=0 0.0112058 0.0100525 0.00898294 0.00633613 0.0038785 0.00264681 0.00245763 0.00208655
internal_count=3910 3469 3287 2863 2342 1266 521 1076 141
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=10
num_cat=0
split_feature=133 42 160 157 160 52 133 1 4
split_gain=2.27287e-05 4.1314e-05 4.34694e-05 5.46378e-05 5.44056e-05 6.92461e-05 0.000121296 8.88339e-05 4.72089e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.011899999999999999 0.099550000000000013 0.11110500000000002 0.085760000000000017 0.083930000000000018 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -9
right_child=1 2 4 -5 -6 -7 -8 8 -10
leaf_value=0.011410855943882834 -0.016888433769450466 0.0058540647024879836 0.033279241073156371 -0.025561501470313715 -0.016106750544340676 0.031801849146688772 -0.02780250685793181 -0.012463622486243026 0.012443302999321365
leaf_weight=0.0015177360646526214 0.001531979377907563 0.0010053073618767755 0.001242158673531551 0.0012321242661989034 0.0010988929622691174 0.0010245844248210449 0.0010092316557692247 0.0013452968855050783 0.001752128368607133
leaf_count=604 752 354 199 598 234 131 404 399 235
internal_value=0 -0.00162649 0.000781504 -0.0114461 0.00444281 0.00798594 0.00342392 0.0106861 0.00162554
internal_weight=0 0.0112417 0.00970972 0.00223743 0.00747229 0.0063734 0.00534882 0.00433958 0.00309743
internal_count=3910 3306 2554 952 1602 1368 1237 833 634
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=12
num_cat=0
split_feature=130 133 52 16 42 4 42 2 3 0 15
split_gain=0.000126938 0.0001002 0.000147377 0.000108672 0.000188789 9.32012e-05 0.0001283 0.000126094 0.000163908 8.51527e-05 7.71119e-05
threshold=-0.081969999999999987 -0.0056849999999999991 0.16064500000000001 0.050115000000000007 0.091230000000000019 -0.082054999999999975 0.088115000000000013 0.113945 0.094625000000000015 -0.017269999999999997 -0.097269999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 9 -3 7 8 10 -5 -7
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00062868782095447352 -0.00047232241112562981 0.00061530953103829155 -0.00062466370557903348 -0.00077996277050793289 0.00050849763578186043 0.00019231387283467536 0.00069843217503092869 -0.00061071176471996389 0.00066972463871815368 -0.00013042437230843701 -0.00037345862532252018
leaf_weight=0.0010953736801194462 0.001997486645548577 0.0015646082027807665 0.0013350815891933704 0.0015138654195515459 0.0010684682938425531 0.0017456952752236557 0.0011260420964330576 0.001138784706583869 0.0014481038518798965 0.0015920058227868322 0.0019729295375778381
leaf_count=161 967 292 415 296 162 177 428 173 91 202 546
internal_value=0 -6.05983e-05 -3.90199e-06 5.9024e-05 -0.000202447 0.00018035 8.87754e-05 -2.00974e-05 0.000110078 -0.000447023 -0.000107859
internal_weight=0 0.0165031 0.0145056 0.0131705 0.00417434 0.00899616 0.00743156 0.00630551 0.00516673 0.00310587 0.00371862
internal_count=3910 3749 2782 2367 660 1707 1415 987 814 498 723
is_linear=0
shrinkage=0.00196078


Tree=3834
num_leaves=13
num_cat=0
split_feature=133 0 156 50 40 160 160 2 133 0 52 0
split_gain=6.12426e-05 7.41011e-05 4.6375e-05 5.98813e-05 8.31838e-05 0.000113174 7.14543e-05 0.000126621 8.27153e-05 8.31074e-05 9.30009e-05 0.000117046
threshold=0.10681500000000001 0.14676000000000003 0.088855000000000003 0.086465000000000014 -1.0000000180025095e-35 -0.08266999999999998 0.099550000000000013 0.10796500000000002 -1.0000000180025095e-35 -0.06402999999999999 -0.069134999999999988 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 10 -10 -12
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 11 -13
leaf_value=-0.0004609963990320861 -0.00047095711108517842 0.00052704770175270412 -0.00041987883630593547 -0.0003826969862756334 0.00070406621515681656 -0.00026439922716090268 -0.00043330257424685124 -0.00039188084582074254 -0.00026593244289338871 0.00080649406052128974 0.00088985857355888375 4.1365442261424065e-05
leaf_weight=0.0010611073187330117 0.0010677303470961125 0.0010128053283472325 0.0010441581759133645 0.0013211968828298606 0.0011175224377482198 0.0010288416290626804 0.0010704994226461749 0.0015381540929583961 0.0011248339343149826 0.0011557345191631424 0.0011080555892180113 0.0014339637697017519
leaf_count=342 545 74 371 543 373 563 211 281 183 104 86 234
internal_value=0 1.61981e-05 -2.35888e-05 1.10092e-05 5.99027e-05 0.000117613 4.01467e-05 0.000108733 0.000240329 0.000348007 0.000203499 0.00041122
internal_weight=0 0.0140169 0.0130041 0.0119599 0.0106387 0.00957761 0.00846008 0.00738958 0.00585143 0.00482259 0.00366685 0.00254202
internal_count=3910 3365 3291 2920 2377 2035 1662 1451 1170 607 503 320
is_linear=0
shrinkage=0.00196078


Tree=3835
num_leaves=10
num_cat=0
split_feature=150 160 1 52 43 4 4 13 3
split_gain=2.21432e-05 3.93394e-05 4.54084e-05 8.7491e-05 6.1697e-05 8.5277e-05 7.75083e-05 7.69592e-05 4.32484e-05
threshold=0.10871000000000001 0.087825000000000014 0.12864500000000004 0.11401500000000002 -0.093039999999999984 -1.0000000180025095e-35 -0.060264999999999992 -0.081284999999999982 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10
leaf_value=-0.016030828318745263 0.013701558726369599 -0.017523283737916822 0.018528527701106794 -0.028647855264508516 0.022414052011490871 0.015024391975992576 0.038031821670734926 -0.019421262731401288 -0.003929348347887926
leaf_weight=0.0015627627002133462 0.0010661824264772942 0.0013332489922420311 0.0012588336379823891 0.0010666759715802802 0.0010353535631846499 0.0010126523156240943 0.0011190525083165635 0.0018043205932436312 0.0015655050233214925
leaf_count=391 209 403 277 522 525 183 469 372 559
internal_value=0 -0.00134899 0.000719503 -0.00172625 0.00181916 0.00608653 0.0160258 -0.00703865 0.00655747
internal_weight=0 0.0117584 0.0104252 0.00916632 0.00809965 0.00653688 0.00371991 0.00281697 0.00260086
internal_count=3910 3701 3298 3021 2499 2108 1553 555 1084
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=9
num_cat=0
split_feature=4 42 403 47 151 133 2 2
split_gain=2.28493e-05 2.9372e-05 4.06305e-05 4.45556e-05 7.24288e-05 0.000104729 8.33207e-05 5.87761e-05
threshold=0.27608500000000008 0.092145000000000019 0.03138500000000001 0.09550500000000002 -0.024429999999999997 0.065880000000000008 0.086650000000000019 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.013083008872791096 0.011092162671687857 -0.013918207282347867 0.016936397248672224 0.015603335567768942 -0.039094984199929482 0.011522221741560463 0.0059330043477991987 -0.025147346673037363
leaf_weight=0.001655796634728977 0.0015994009382386274 0.0016699521369875582 0.001293320072850033 0.0012079834657678715 0.0013965624439676028 0.0015037058207343777 0.0013119094100899529 0.0011347433268446144
leaf_count=405 441 700 332 226 592 594 431 189
internal_value=0 -0.00168713 0.000461992 -0.002133 -0.00519255 -0.010852 -0.0196062 -0.00848188
internal_weight=0 0.011174 0.00950402 0.0082107 0.00700272 0.00534692 0.00384322 0.00244665
internal_count=3910 3469 2769 2437 2211 1806 1212 620
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=13
num_cat=0
split_feature=133 133 156 4 1 15 50 15 15 2 2 47
split_gain=7.08371e-05 8.88282e-05 8.38981e-05 7.01049e-05 8.10192e-05 0.000102191 7.45624e-05 0.000115611 0.000184748 0.000128844 0.000106872 4.37173e-05
threshold=0.10681500000000001 0.083815000000000014 0.088820000000000024 -0.39075499999999991 1.0000000180025095e-35 0.084955000000000017 0.086465000000000014 -0.017214999999999998 0.035895000000000003 0.089910000000000004 0.113945 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 9 -9 11 -11 -6
right_child=-2 -3 -4 4 6 -7 -8 8 -10 10 -12 -13
leaf_value=0.00048955031318774641 -0.0005017500472340677 0.00040533221752303317 -0.00058404073899001813 -0.00083596940653242252 -0.00055835125067042106 1.5326930918166828e-05 -0.00042796904244626172 0.0011119232831184964 -7.5243119621176636e-05 0.00073635509793531714 -9.5045725139866226e-05 -7.02413611161378e-05
leaf_weight=0.0010443411992240867 0.0010817648741707703 0.0019712063839452251 0.00101088476898258 0.0010114213208237259 0.0014453028303692476 0.0011684379661779311 0.0011110407511540424 0.0010045818827931199 0.001011369119890553 0.0011298538208604492 0.0012543876378987282 0.0013781687439467782
leaf_count=110 545 723 320 550 170 449 292 105 198 100 213 135
internal_value=0 1.83365e-05 -4.23525e-05 5.02085e-06 -4.31042e-05 -0.000379662 4.4919e-05 0.000117652 0.000516342 -3.66844e-05 0.000298942 -0.000320099
internal_weight=0 0.014541 0.0125698 0.0115589 0.0105146 0.00217986 0.0083347 0.00722366 0.00201595 0.00520771 0.00238424 0.00282347
internal_count=3910 3365 2642 2322 2212 999 1213 921 303 618 313 305
is_linear=0
shrinkage=0.00196078


Tree=3838
num_leaves=10
num_cat=0
split_feature=52 52 1 1 0 43 13 47 1
split_gain=2.21334e-05 4.62569e-05 3.14088e-05 7.06651e-05 5.73046e-05 6.2922e-05 9.92598e-05 4.98149e-05 5.56821e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.088010000000000019 0.092550000000000007 -0.10131499999999999 0.013605000000000001 0.0015650000000000002 0.09252500000000001 0.11097000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 8 -5
right_child=1 2 3 7 5 -7 -8 -9 -10
leaf_value=-0.013763528160518824 0.015228237021905948 -0.027193609262417873 0.025697175791267346 0.021629463157988627 -0.0331053910664302 0.018251582585036719 0.010634403592491671 -0.017196022574199811 -0.0068228248129238002
leaf_weight=0.001084273873185995 0.0019505740250865813 0.0011441085373837217 0.001128151552429177 0.0012076691654828355 0.001042501814241517 0.0010994310670869156 0.0010328382777403692 0.0014908876495852664 0.0015979407302091891
leaf_count=425 546 250 241 306 1033 276 227 208 398
internal_value=0 0.00117159 -0.00164244 0.00342358 -0.00800552 -0.00109062 -0.0113373 -0.0024249 0.00542441
internal_weight=0 0.0116941 0.00974353 0.00542465 0.00431888 0.00317477 0.00207534 0.0042965 0.00280561
internal_count=3910 3485 2939 1153 1786 1536 1260 912 704
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=12
num_cat=0
split_feature=133 52 16 43 133 43 49 15 4 151 16
split_gain=7.68714e-05 6.08351e-05 0.000104919 7.36898e-05 8.21159e-05 6.34396e-05 9.1086e-05 8.72871e-05 0.000212979 6.27655e-05 8.03667e-05
threshold=0.10681500000000001 -0.37613999999999997 0.22945500000000005 -0.093039999999999984 0.083815000000000014 0.088185000000000013 -0.073619999999999977 -0.0089749999999999986 -0.078484999999999985 -0.0088999999999999982 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 9 -9 -8 -11
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=-0.00042975376442137305 -0.00052809387510983181 -0.00039691118755588332 0.00058261649011152558 -0.00046872711494916293 0.00053572194041144985 -0.00046697011145391607 -0.00041678913375813102 -0.00014822729958755175 0.0010177353057982098 0.00039555849340490017 -0.00024877798670653727
leaf_weight=0.0010424012602745806 0.0010354465757369249 0.0015395597494191537 0.0013371695607182271 0.0010870059656327346 0.0012419879659585136 0.0010034168672651399 0.0011522647274233785 0.0011914193297111989 0.0012181512607100493 0.0017438055919293954 0.0012983611325817117
leaf_count=383 545 362 179 159 491 311 170 516 327 267 200
internal_value=0 2.5764e-05 6.28223e-05 2.25633e-06 6.41038e-05 -3.26625e-06 5.72314e-05 0.000143803 0.000441222 -2.70544e-05 0.000120563
internal_weight=0 0.0138555 0.0128131 0.011476 0.00993641 0.00869442 0.00769101 0.006604 0.00240957 0.00419443 0.00304217
internal_count=3910 3365 2982 2803 2441 1950 1639 1480 843 637 467
is_linear=0
shrinkage=0.00196078


Tree=3840
num_leaves=10
num_cat=0
split_feature=4 0 2 133 15 52 13 15 2
split_gain=2.21953e-05 6.81479e-05 5.35968e-05 6.9395e-05 5.83508e-05 9.06402e-05 9.19076e-05 8.46822e-05 2.30367e-06
threshold=0.15927500000000003 -0.11756999999999999 0.11043500000000002 0.090085000000000012 0.035895000000000003 0.091715000000000005 -0.037444999999999992 -0.017214999999999998 0.086465000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.028876212198864361 -0.0066136034934228902 0.022861853986567676 0.013051740343099383 -0.029553836071527131 -0.018734770583367238 0.029860693671204332 -0.010054412811650548 0.028738883080487228 -0.0032736390279150818
leaf_weight=0.0010663292478614297 0.0016752391638159875 0.0014750382759150444 0.0018041624544921737 0.0010838371007725308 0.0016336884471191693 0.0010068269997203566 0.0010025001591346902 0.001019126033961842 0.0010016111115362719
leaf_count=616 244 366 437 585 950 199 114 210 189
internal_value=0 0.00718754 -0.00248363 -0.00607061 -0.00228878 0.00298311 -0.003634 0.00526921 -0.00666553
internal_weight=0 0.00315028 0.00961808 0.00781392 0.00673008 0.00509639 0.00408957 0.00302324 0.00200411
internal_count=3910 610 3300 2863 2278 1328 1129 513 303
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=11
num_cat=0
split_feature=457 16 15 15 49 1 4 1 15 12
split_gain=2.29003e-05 6.34315e-05 5.05513e-05 7.31443e-05 0.000119016 8.31455e-05 5.74245e-05 6.08124e-05 2.79533e-05 3.02618e-05
threshold=-0.0034949999999999994 -0.49150499999999991 -0.14097499999999996 -0.074174999999999977 -1.0000000180025095e-35 0.095575000000000007 -0.078484999999999985 0.088495000000000018 0.079360000000000014 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 8 -8 9 -6
right_child=1 2 3 4 6 -7 7 -9 -10 -11
leaf_value=-0.01460634121208205 0.021151880979542532 -0.02178188539831517 0.00083272901094113736 -0.033432597541800564 0.011219939959754673 0.037653080060723099 0.03038323183914049 -0.0035022777814414392 -0.02004772962411842 -0.011894463619632818
leaf_weight=0.001000914769056077 0.0013968100919902271 0.0011034309673666398 0.0015768933972468504 0.0011835459837280307 0.0011287555812795613 0.0010036103154583548 0.0011222706730684012 0.0010029104373926265 0.001060894675560026 0.0011369037194427535
leaf_count=316 311 368 490 232 178 203 533 307 840 132
internal_value=0 0.00115247 -0.00155465 0.000867213 -0.00468859 0.0151529 0.0015516 0.0143921 -0.00665157 -0.000378826
internal_weight=0 0.011716 0.0103192 0.00921578 0.00663528 0.0025805 0.00545174 0.00212518 0.00332655 0.00226566
internal_count=3910 3594 3283 2915 2222 693 1990 840 1150 310
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=9
num_cat=0
split_feature=15 47 15 16 16 2 16 48
split_gain=2.3459e-05 2.94145e-05 5.22077e-05 3.63188e-05 6.59396e-05 7.82382e-05 0.000101186 7.30987e-05
threshold=-0.24219999999999997 0.086425000000000016 -0.10469999999999999 0.15737500000000001 -0.014099999999999998 0.085255000000000011 -0.090809999999999988 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.014309999512425155 0.018416484308215648 -0.028252555035251922 0.00042081373092913479 -0.01049194351499398 0.020648375518360771 0.015448880045892913 -0.035634215104396426 -0.019050169607203155
leaf_weight=0.001040077203083768 0.0014488810821303407 0.0010275949844794526 0.0016621066170337548 0.0019959459541808349 0.0019071747818772819 0.0015232589942126397 0.0010268567899924391 0.0010291226358680166
leaf_count=317 710 201 271 460 781 381 678 111
internal_value=0 -0.00136601 -0.0105338 0.00139493 0.00481592 -0.00118936 -0.00912584 0.00153883
internal_weight=0 0.0116209 0.0026897 0.00893124 0.00693529 0.00502812 0.00357924 0.00255238
internal_count=3910 3593 472 3121 2661 1880 1170 492
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=12
num_cat=0
split_feature=49 151 150 151 4 42 403 3 4 4 1
split_gain=8.4506e-05 9.80704e-05 0.000144257 8.01617e-05 0.000101416 8.29848e-05 7.29117e-05 8.77002e-05 0.000135132 9.6659e-05 8.51383e-05
threshold=-0.14917999999999998 0.056555000000000001 0.090145000000000017 -0.06189999999999999 0.41315500000000005 0.091955000000000023 0.03138500000000001 -0.078669999999999976 -1.0000000180025095e-35 -0.34687499999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -9 -10
right_child=1 -3 -4 4 -6 -7 -8 8 10 -11 -12
leaf_value=0.0005234067506985925 -0.00044618200211093815 -0.0006040811217906865 0.00066103477538880938 -0.00043378296248685374 0.0005694557994149539 -0.00046262787179075603 0.00041704124963925354 -2.5449524089490362e-05 -0.00067550090458495305 0.00078907895389975196 0.00010836788304126521
leaf_weight=0.0010713836051043412 0.0017931685086451264 0.0011219441254118169 0.0011574365265185028 0.0018079788388570489 0.001087045441740985 0.0016478090292350008 0.001457550594113087 0.0010380798486369636 0.0010413535698081573 0.0012165739055855686 0.001090662209647467
leaf_count=129 423 146 243 1218 268 616 291 104 169 219 84
internal_value=0 -4.73123e-05 -4.77728e-07 -6.33385e-05 2.75362e-06 -6.34862e-05 2.24641e-05 -7.03767e-05 7.94023e-05 0.000414057 -0.000274502
internal_weight=0 0.0144596 0.0133377 0.0121802 0.0103871 0.00930001 0.0076522 0.00619465 0.00438667 0.00225465 0.00213202
internal_count=3910 3781 3635 3392 2969 2701 2085 1794 576 323 253
is_linear=0
shrinkage=0.00196078


Tree=3844
num_leaves=13
num_cat=0
split_feature=133 52 16 42 133 15 48 51 12 4 15 1
split_gain=6.3426e-05 6.94895e-05 0.000101486 7.64194e-05 8.35827e-05 0.000107988 8.84361e-05 0.00018984 5.48584e-05 8.1138e-05 7.10944e-05 6.04696e-05
threshold=0.10681500000000001 -0.37613999999999997 0.22945500000000005 0.091735000000000025 0.085515000000000022 0.085285000000000014 0.086125000000000021 0.088715000000000002 0.090385000000000007 -1.0000000180025095e-35 -0.10312999999999999 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 9 11 -11 -3
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00046518132732647523 -0.0004770978061091683 6.0350560232675521e-05 0.00057224280890807294 -0.00044018857739103922 0.00057160066132948674 -0.00054677622412190464 -0.00078055841705275582 0.00028093318716572105 0.00060696788048709613 -0.00050431820298908042 0.00021679148106315571 0.00071561482622917779
leaf_weight=0.0010458221679955229 0.0010567553606899852 0.0010823503763143106 0.0013351759995429988 0.0013335140423812409 0.0010918931892819868 0.0012151074396977391 0.0012189666601583396 0.0013823377238865054 0.0011337092985464238 0.0010774096212070323 0.0010264062931478184 0.0010834756580100496
leaf_count=383 545 357 179 421 414 572 227 131 194 178 162 147
internal_value=0 2.104e-05 6.02147e-05 1.50817e-06 5.86289e-05 -2.12221e-06 8.05563e-05 -0.00021648 0.000223557 0.00012175 -0.000152504 0.000388153
internal_weight=0 0.0140262 0.0129803 0.0116452 0.0103117 0.00921976 0.00800466 0.0026013 0.00540335 0.00426964 0.00210382 0.00216583
internal_count=3910 3365 2982 2803 2382 1968 1396 358 1038 844 340 504
is_linear=0
shrinkage=0.00196078


Tree=3845
num_leaves=15
num_cat=0
split_feature=158 47 50 156 1 43 52 0 2 151 15 3 16 4
split_gain=0.000115598 8.70006e-05 0.000146204 0.000109841 0.000102729 8.14744e-05 0.000118199 0.00018587 9.19352e-05 0.000176151 0.000163302 7.59641e-05 6.41276e-05 1.33103e-05
threshold=0.085745000000000002 0.13177500000000003 0.088425000000000017 0.091280000000000014 0.12200500000000002 -0.15648499999999999 0.090640000000000012 -0.083674999999999986 0.086650000000000019 -0.044604999999999992 -0.091704999999999995 -0.016619999999999996 -0.057604999999999996 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 12 -10 -11 -8 -7 -9
right_child=-2 -3 -4 -5 -6 6 11 13 9 10 -12 -13 -14 -15
leaf_value=0.00054370749753975575 -0.0006512034845713217 -0.00052151291043690741 -0.00059363233384308054 -0.00050011600909865379 0.00072951858661960258 -0.00065443191335703131 -0.00073985172466674081 0.00080994420748601789 -0.00048076627602528231 0.0010187803186353598 6.6605860780937593e-07 -1.2121240379952637e-05 1.2506571182351086e-05 0.0005011434367532899
leaf_weight=0.001499716954105325 0.0010228784359874029 0.0010333869830078937 0.0011866388752295219 0.0010059778069665863 0.0011588201743519795 0.0011402817331074978 0.0010177857263616715 0.00109479772207699 0.0010770732650391178 0.0011267086994012094 0.0013098662229906769 0.0012036746061248049 0.0010785748883760829 0.0010526227634559448
leaf_count=182 410 82 639 314 219 261 439 225 195 159 189 43 180 373
internal_value=0 2.87217e-05 6.67491e-05 0.000123675 0.000172854 0.000117249 5.39344e-05 0.000166551 -1.77631e-05 0.000179563 0.000471457 -0.000345539 -0.000330237 0.000658576
internal_weight=0 0.0159859 0.0149525 0.0137659 0.0127599 0.0116011 0.0101014 0.00787993 0.0057325 0.00351365 0.00243657 0.00222146 0.00221886 0.00214742
internal_count=3910 3500 3418 2779 2465 2246 2064 1582 984 543 348 482 441 598
is_linear=0
shrinkage=0.00196078


Tree=3846
num_leaves=10
num_cat=0
split_feature=150 1 1 1 0 133 4 52 16
split_gain=2.32725e-05 4.02751e-05 7.21707e-05 4.70693e-05 5.15301e-05 7.86395e-05 6.12153e-05 4.59663e-05 3.52931e-05
threshold=0.10871000000000001 0.10498500000000001 0.092730000000000021 0.087545000000000026 -0.083674999999999986 1.0000000180025095e-35 -0.00027999999999999998 -0.014099999999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -3 -9
right_child=-2 7 -4 -5 5 -7 -8 8 -10
leaf_value=-0.03522373434179759 0.014069506687068748 0.020999979107008526 -0.028499061793946942 0.016828784571101062 0.015981226168633744 -0.015965977840917165 -0.0024682962582150861 0.0095160055427160814 -0.014697708764200701
leaf_weight=0.0010079084913983032 0.0010630978248847177 0.0014548356242835066 0.0011630042728494874 0.0011575101371858049 0.0018821294704448278 0.0013045658522184284 0.0013148474455838268 0.0013258220912569442 0.0011025409653520946
leaf_count=808 209 344 393 315 505 549 367 260 160
internal_value=0 -0.00138302 -0.0055125 -0.00150266 -0.00535401 0.00290271 -0.0166818 0.00694356 -0.00147766
internal_weight=0 0.0117132 0.00782997 0.00666696 0.00550945 0.0031867 0.00232276 0.0038832 0.00242836
internal_count=3910 3701 2937 2544 2229 1054 1175 764 420
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=11
num_cat=0
split_feature=11 48 3 51 42 13 2 16 13 4
split_gain=2.36341e-05 3.66719e-05 6.51842e-05 4.39317e-05 6.77511e-05 9.38757e-05 7.41504e-05 7.51875e-05 8.63656e-05 0.000108944
threshold=0.079700000000000007 0.091555000000000011 0.10666500000000002 0.085845000000000019 0.086325000000000013 -0.071149999999999977 0.11260500000000001 0.15737500000000001 -0.010384999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 -1 -10
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11
leaf_value=0.028151730995158594 -0.014763938203069808 0.029021000671005118 -0.0056015525624334983 -0.021189187860776667 -0.036280310897650013 0.0055254918226644908 0.030946206140939642 -0.021128690563553994 0.014753504851645165 -0.024851905741214875
leaf_weight=0.0013739149282817236 0.0010104559468577115 0.0011650730122993039 0.0010197207059588487 0.0010130513309157844 0.0010310744731533408 0.0011212244879538673 0.0010051164369761041 0.0011649449763799051 0.0016027591494012297 0.0012256610734541849
leaf_count=674 254 325 115 340 791 333 224 161 518 175
internal_value=0 0.00117522 0.0128614 -0.00150171 0.000837892 -0.0145019 0.00601895 0.00135089 0.00758254 -0.00240901
internal_weight=0 0.0117225 0.00218479 0.00953775 0.0085247 0.0021523 0.0063724 0.00536728 0.00420234 0.00282842
internal_count=3910 3656 440 3216 2876 1124 1752 1528 1367 693
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=13
num_cat=0
split_feature=49 158 151 150 151 16 15 3 16 3 52 13
split_gain=5.49146e-05 7.67202e-05 9.74008e-05 0.000122206 6.12393e-05 6.30757e-05 7.58878e-05 9.36974e-05 8.55003e-05 6.27177e-05 0.000115776 1.59981e-05
threshold=-0.14917999999999998 1.0000000180025095e-35 0.056555000000000001 0.089155000000000012 -0.06189999999999999 -0.15168999999999996 -0.10469999999999999 -0.040669999999999991 0.22945500000000005 -0.083144999999999983 0.089525000000000007 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 11 -7 9 -9 10 -8 -6
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 -13
leaf_value=0.00043040398886877543 -0.00038088719547062076 -0.00056231496824926761 -0.00057279247544912422 0.0006976687308300121 0.00017999117954325446 -0.00052328005464100168 -0.00042052504542162571 0.00057914893093080893 -0.00012776930103627294 -0.00057778776737267773 0.0004923125777618959 0.00052625016359443013
leaf_weight=0.001020006588563196 0.0014785434895955287 0.0010062777937974434 0.0010459776104348477 0.001027042897396053 0.0010335427315461732 0.0010565057816091447 0.0011358235905737464 0.0017235509691277896 0.0010637867613489116 0.0010410492928215284 0.001008482215585701 0.0010186051030859505
leaf_count=129 383 473 138 232 186 235 655 169 93 976 173 68
internal_value=0 -4.12605e-05 2.44178e-07 5.19734e-05 -1.08261e-05 4.94239e-05 -3.88713e-05 4.68154e-05 0.000309354 -0.000182918 8.78896e-06 0.00035186
internal_weight=0 0.0136392 0.0126329 0.0115869 0.0105599 0.00908135 0.0070292 0.00597269 0.00278734 0.00318536 0.00214431 0.00205215
internal_count=3910 3781 3308 3170 2938 2555 2301 2066 262 1804 828 254
is_linear=0
shrinkage=0.00196078


Tree=3849
num_leaves=9
num_cat=0
split_feature=1 0 15 15 1 12 4 1
split_gain=2.05919e-05 8.0599e-05 4.82505e-05 3.65281e-05 5.24481e-05 4.52081e-05 6.52699e-05 0.000102902
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.079360000000000014 0.087075000000000014 -1.0000000180025095e-35 0.0057500000000000008 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8
right_child=3 2 -4 -5 5 6 7 -9
leaf_value=-0.026871283472963237 0.026412342519130796 -0.0066644655731306806 0.018725686352373202 -0.014463691243061894 0.018407673259583809 -0.020550516877936281 0.023041632725563147 -0.011602374000195113
leaf_weight=0.0012695997200842723 0.001021563308207088 0.0019812058031411393 0.0012028990402784554 0.0010595237084281379 0.0013135559105173136 0.0014185078633426342 0.0016414265116835999 0.0017949047730312789
leaf_count=630 163 579 799 496 429 412 158 244
internal_value=0 -0.00556713 0.00292749 0.00287069 0.00542511 0.00194936 -0.0025037 0.00494597
internal_weight=0 0.0044537 0.0031841 0.00824948 0.00718996 0.0061684 0.00485484 0.00343633
internal_count=3910 2008 1378 1902 1406 1243 814 402
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=10
num_cat=0
split_feature=11 0 43 13 15 15 2 4 52
split_gain=2.05024e-05 3.35606e-05 5.46961e-05 4.79315e-05 4.21231e-05 7.10184e-05 6.2535e-05 5.19457e-05 2.97905e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.049504999999999987 0.0024700000000000004 -0.0058549999999999991 -0.074174999999999977 0.097940000000000013 -0.078484999999999985 -0.0025949999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -6 -1
right_child=-2 2 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.018403921899302362 -0.013770384861785702 0.02941032208728744 -0.0022657464494281452 -0.018991227271942562 -0.0053550523000237601 -0.025115745287006799 0.018514557750366766 0.021464355240560451 0.0039855420983076319
leaf_weight=0.0012279955293792765 0.0010067096914560718 0.0010056995810390362 0.0011903087428525407 0.0013416380398915814 0.0011999445280287441 0.0012248052145252585 0.0014977117311260855 0.0018138783351536905 0.0011515751231034391
leaf_count=339 254 162 170 499 690 537 390 568 301
internal_value=0 0.00110412 0.0122409 -0.00148179 0.00141269 -0.00412433 0.0025067 0.0107863 -0.00756871
internal_weight=0 0.0116536 0.00219601 0.00945755 0.00811591 0.00510209 0.00387728 0.00301382 0.00237957
internal_count=3910 3656 332 3324 2825 1567 1030 1258 640
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=11
num_cat=0
split_feature=150 151 151 1 4 15 2 4 12 16
split_gain=2.13938e-05 9.37357e-05 6.72606e-05 6.15858e-05 9.6798e-05 6.83578e-05 7.29579e-05 8.6893e-05 6.78951e-05 4.98795e-05
threshold=0.083205000000000015 -0.03268999999999999 -0.051109999999999996 0.11198000000000001 0.22584000000000001 -0.10312999999999999 0.10393500000000001 -0.078484999999999985 0.088325000000000015 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -3 7 9 -9 -7
right_child=2 3 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.030538932117984325 0.02685598676016672 -0.026482286396984751 -0.0072278478443983558 -0.0046907592155843942 0.036505271537717841 -0.020728289089397459 -0.019047149375843245 0.003516353906746312 0.038790522305503811 0.0088421265717910473
leaf_weight=0.0010370002005870684 0.0010801669157591042 0.0010917128750312323 0.00124782853160695 0.0011682394000219753 0.0011145008299871806 0.0011938442364487305 0.0014124314569307845 0.0010825640579397403 0.0011002341385876414 0.0010924031001187213
leaf_count=322 316 269 188 184 285 767 418 338 589 234
internal_value=0 -0.00202851 0.00858672 0.00116569 0.0154224 -0.00350137 0.000764325 0.0070257 0.0212962 -0.0065991
internal_weight=0 0.0102929 0.002328 0.00925593 0.00228274 0.00697319 0.00588148 0.00446905 0.0021828 0.00228625
internal_count=3910 3406 504 3084 469 2615 2346 1928 927 1001
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=10
num_cat=0
split_feature=150 1 1 15 15 1 4 4 43
split_gain=2.01588e-05 3.91306e-05 5.44936e-05 4.98842e-05 6.13889e-05 3.96667e-05 4.68752e-05 5.68878e-05 3.78889e-05
threshold=0.10871000000000001 0.10498500000000001 0.092730000000000021 -0.038029999999999987 -0.14868999999999996 0.087545000000000026 -0.082054999999999975 -0.0031049999999999997 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 8 -8 -1
right_child=-2 3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0060333248610911381 0.013266954822169892 0.015826375810337811 -0.025560218134948628 0.024043492805158145 -0.014781156005868358 0.015097229324759966 -0.032941269066127342 -0.0035650894893290925 0.018552120035984689
leaf_weight=0.0014828240175342512 0.0010407634749263752 0.0012169187388624339 0.0011393422520754766 0.0011853437425093432 0.0014198603991982112 0.0011389980301211855 0.0010373777472765953 0.0018083802871182153 0.0010858712957032626
leaf_count=567 209 317 393 192 255 315 970 594 98
internal_value=0 -0.00126573 -0.00537475 0.00700449 -0.000655256 -0.00186543 -0.00543374 -0.0142737 0.00435974
internal_weight=0 0.0115149 0.00769279 0.00382212 0.00263678 0.00655345 0.00541445 0.00284576 0.0025687
internal_count=3910 3701 2937 764 572 2544 2229 1564 665
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=13
num_cat=0
split_feature=11 133 40 484 160 3 15 43 43 160 13 0
split_gain=8.55591e-05 7.5387e-05 8.8145e-05 6.55185e-05 7.5137e-05 0.000113045 0.00013017 0.000157967 0.000119079 0.000121854 0.000118502 5.63899e-05
threshold=0.08184000000000001 0.10681500000000001 -0.079539999999999986 0.088645000000000015 0.099550000000000013 -0.10628499999999998 0.090325000000000003 -0.084059999999999982 -0.074254999999999988 -0.025614999999999995 -0.014114999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -9 -10 -11 -12
right_child=-2 -3 3 -5 -6 6 -8 8 9 10 11 -13
leaf_value=0.00062495876929870764 -0.00056056436499964102 -0.0004790482639866505 0.00059527783519548239 -0.00045479960815137402 -0.00040424813766090612 -0.00075935231226554819 0.00065208301459260276 0.00067184747348241088 0.00052314144423088631 -0.00073134828860326232 -0.00024494865425872639 0.00029831430170489608
leaf_weight=0.0010126727725279601 0.0010127182789855188 0.001040750418473793 0.0016191475563293754 0.0010120740499393781 0.0011705605843767503 0.0010755432740727601 0.0011216352709993212 0.0010067368928251006 0.0010803574418775377 0.0012152455435625919 0.0016617426659445433 0.0013165870459082591
leaf_count=239 224 539 199 274 245 319 340 355 215 489 122 350
internal_value=0 2.91527e-05 6.89435e-05 2.30902e-05 6.60152e-05 0.000120534 2.98642e-05 -6.50084e-05 5.38956e-05 -6.40647e-05 -0.000215342 -4.79627e-06
internal_weight=0 0.0143331 0.0132923 0.0122796 0.0112676 0.010097 0.00847785 0.00735621 0.00628067 0.00527393 0.00419358 0.00297833
internal_count=3910 3686 3147 2908 2634 2389 2190 1850 1531 1176 961 472
is_linear=0
shrinkage=0.00196078


Tree=3854
num_leaves=13
num_cat=0
split_feature=484 133 40 156 42 160 15 2 133 42 13 3
split_gain=6.48512e-05 5.9855e-05 9.6545e-05 8.14344e-05 7.57582e-05 8.40318e-05 8.62529e-05 8.05846e-05 0.000105925 0.000109316 7.71285e-05 7.12689e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.090135000000000007 -0.089744999999999978 0.099550000000000013 -0.11739999999999999 0.095195000000000016 -1.0000000180025095e-35 0.088235000000000022 -0.071594999999999978 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 11 -9 -10
right_child=1 -3 3 -5 5 -7 7 10 9 -11 -12 -13
leaf_value=-0.00049712837634920029 0.00063035158313869187 -0.00041776500112513553 -0.00040364894022930554 -0.00053061603780073534 -0.00025141667441529782 -0.00041302138176238891 -9.0959329375731761e-05 0.00037999093922536271 9.7969735450453843e-05 0.0010589140995096791 -0.00032459457074792021 0.00074793303388377079
leaf_weight=0.0010051651230239067 0.0010308263627711927 0.0011218575959822232 0.0012492787072801168 0.0010001586541409655 0.0015708968111623556 0.0010693812462610553 0.0013165439381839098 0.0010049726033787912 0.0017370654627940837 0.0011537412496524244 0.0014725562271535085 0.001035110979111846
leaf_count=612 243 472 313 311 316 108 524 160 325 199 275 52
internal_value=0 1.7595e-05 5.34009e-05 6.23599e-06 5.24856e-05 0.000107488 0.000167399 0.000252621 0.000390338 0.00055174 -3.879e-05 0.000340661
internal_weight=0 0.0147624 0.0136405 0.0126097 0.0116095 0.0103603 0.00929089 0.00771999 0.00524246 0.00392592 0.00247753 0.00277218
internal_count=3910 3298 2826 2583 2272 1959 1851 1535 1100 576 435 377
is_linear=0
shrinkage=0.00196078


Tree=3855
num_leaves=12
num_cat=0
split_feature=133 457 40 2 4 48 1 15 1 52 12
split_gain=8.00167e-05 7.994e-05 7.79006e-05 0.000111505 0.000102782 0.000120424 0.000140372 9.23856e-05 9.01636e-05 6.75239e-05 0.000162146
threshold=0.10681500000000001 -0.067474999999999993 -0.078179999999999986 0.11230000000000001 0.15927500000000003 0.083775000000000002 0.086915000000000006 0.085285000000000014 0.11797500000000001 0.0033900000000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 9 -5 10 -4
right_child=-2 2 3 8 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0005047167545213047 -0.00052320938818577862 0.00058595545974034745 0.00022326547481697542 -0.00065240701294805444 0.00055398916698512002 0.0008147240944632589 -0.0001435502501068096 -0.00064147955706660511 0.00010488626842651634 0.00029980600503363069 -0.00071788124440773956
leaf_weight=0.0010088608433125685 0.0010919945057887856 0.0010291343868956268 0.0015948399053487342 0.0014875491278283773 0.0017203502349464441 0.0013429419924567854 0.0010450508714004367 0.0010939169495432482 0.0010181837681614233 0.0017193707262331982 0.001259715595831672
leaf_count=285 545 258 156 284 217 214 99 696 192 426 538
internal_value=0 2.74309e-05 6.7763e-05 2.43423e-05 0.000118928 2.60195e-05 0.000395357 -0.000129591 -0.000344687 -7.1658e-06 -0.000192063
internal_weight=0 0.0143199 0.0133111 0.0122819 0.00977619 0.00805584 0.00238799 0.00566784 0.00250573 0.00457393 0.00285456
internal_count=3910 3365 3080 2822 2346 2129 313 1816 476 1120 694
is_linear=0
shrinkage=0.00196078


Tree=3856
num_leaves=13
num_cat=0
split_feature=484 457 52 52 160 133 12 0 150 42 4 4
split_gain=6.98947e-05 5.04234e-05 5.09233e-05 0.000105903 7.98745e-05 9.62275e-05 9.72124e-05 7.1724e-05 5.61836e-05 5.4722e-05 7.98857e-05 7.74702e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.048794999999999991 -0.37613999999999997 -1.0000000180025095e-35 -0.090054999999999982 0.10214500000000001 -0.082709999999999992 0.086025000000000018 0.088115000000000013 -0.038174999999999994 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 9 8 -5 10 -7 -12
right_child=1 2 4 7 5 6 -8 -9 -10 -11 11 -13
leaf_value=-0.00050659288611220015 -0.00039159413464739191 -0.00029161176575612658 -0.00051718412476418798 0.00048284762121744923 -0.00051779402189872548 0.00042724729619315503 -0.00042537506562091368 0.00081346811036864112 -0.00013838378273490535 0.00058167416653965263 -0.00047479830365274478 0.00025689618907707952
leaf_weight=0.0010109865638579787 0.0010248053957884742 0.001124896671322222 0.0011185982461488862 0.0012446485298670713 0.001009666189182779 0.0018376051071520936 0.0010086546886696329 0.0011023235476292923 0.0010170860747835408 0.001338088770323655 0.001163461768264513 0.0010661202785788217
leaf_count=612 197 352 546 196 355 459 169 292 73 340 132 187
internal_value=0 2.71864e-05 6.01204e-05 0.000229207 -2.87351e-05 4.48651e-05 0.000133438 0.000403362 0.000203484 0.000237715 0.000124554 -0.000124924
internal_weight=0 0.014056 0.0130311 0.00448895 0.0085422 0.0074236 0.00641393 0.00336406 0.00226173 0.00540528 0.00406719 0.00222958
internal_count=3910 3298 3101 913 2188 1642 1287 561 269 1118 778 319
is_linear=0
shrinkage=0.00196078


Tree=3857
num_leaves=12
num_cat=0
split_feature=133 40 156 42 50 160 150 4 43 1 13
split_gain=4.71466e-05 8.37606e-05 7.35613e-05 8.01584e-05 6.79124e-05 7.85444e-05 0.000117341 6.28802e-05 0.000116005 0.000136636 7.6907e-05
threshold=0.10681500000000001 -0.079539999999999986 0.088855000000000003 -0.089744999999999978 0.086465000000000014 0.099550000000000013 -1.0000000180025095e-35 0.24280000000000004 -0.074254999999999988 0.092550000000000007 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 10 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00054203417606135651 -0.00040563829902840137 -0.00046692603560533546 -0.00052959656635139017 -0.00042368826405311068 -0.00036886463241724861 -0.00035598317055189182 0.00058742119934583614 0.0006618554840519354 -0.00018523887604362485 -0.00058911047991746536 0.00046336320686766097
leaf_weight=0.0010795550674670166 0.0010923413443720701 0.0011860412932417309 0.0010284268881247264 0.0010461146230181994 0.0012034600181826212 0.0011472478058629993 0.0019414345179858414 0.0013423625850046972 0.0011214917236544886 0.0010902482439425834 0.0018829237779169554
leaf_count=253 545 340 366 124 482 181 430 273 447 176 293
internal_value=0 1.72373e-05 -2.63777e-05 1.68888e-05 7.01425e-05 0.000125339 0.000190884 0.000278018 0.000192657 5.48447e-06 0.000221252
internal_weight=0 0.0140693 0.0129898 0.0119613 0.0107753 0.00957182 0.00842458 0.00737846 0.0060361 0.00409466 0.00300442
internal_count=3910 3365 3112 2746 2406 1924 1743 1619 1346 916 740
is_linear=0
shrinkage=0.00196078


Tree=3858
num_leaves=12
num_cat=0
split_feature=133 40 156 50 160 151 42 457 4 52 4
split_gain=6.51849e-05 8.75291e-05 7.55299e-05 7.71573e-05 0.000100348 8.61752e-05 0.000114056 7.6044e-05 0.000101153 9.36766e-05 0.000175812
threshold=0.10681500000000001 -0.079539999999999986 0.090135000000000007 0.086465000000000014 -0.026849999999999995 -0.084019999999999984 -1.0000000180025095e-35 0.084715000000000013 0.074650000000000008 -1.0000000180025095e-35 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 -8 -11
right_child=-2 2 -4 -5 5 6 7 -9 -10 10 -12
leaf_value=0.00055688994321135968 -0.00046450324872136252 0.0004830016827915273 -0.00054024217666350188 -0.00043144955856179483 -0.00052418610798705631 -0.00046020383773555688 -0.00056992353371173503 0.00056270261182317729 0.00043685347621552644 0.00052056097460396187 -0.00053649143025556398
leaf_weight=0.0010785575487396318 0.0011554140808257779 0.0018855598546056304 0.0010066669386478823 0.0013168098858299193 0.001115654406927946 0.0013738727638364446 0.0012403170503155585 0.0014207096165082984 0.0017953289672600296 0.0014817838568545276 0.0010222986579109981
leaf_count=253 545 534 339 540 168 554 327 75 224 245 106
internal_value=0 1.91392e-05 -2.33233e-05 1.78047e-05 6.9993e-05 -1.24149e-05 5.60922e-05 0.000158 5.4211e-05 -0.000129255 8.90164e-05
internal_weight=0 0.0147376 0.013659 0.0126523 0.0113355 0.00944997 0.00833431 0.00696044 0.00553973 0.0037444 0.00250408
internal_count=3910 3365 3112 2773 2233 1699 1531 977 902 678 351
is_linear=0
shrinkage=0.00196078


Tree=3859
num_leaves=12
num_cat=0
split_feature=133 40 48 50 4 0 0 48 2 2 1
split_gain=4.86623e-05 7.24763e-05 8.55689e-05 0.000133242 0.000113771 5.36506e-05 7.96828e-05 6.76403e-05 5.52518e-05 7.83737e-05 4.95788e-05
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 0.086465000000000014 0.28937500000000005 -0.10071499999999999 -0.083564999999999987 0.084500000000000006 0.095195000000000016 0.084145000000000011 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 10 9 -8 -3
right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.00052306281028234678 -0.00040608845571389498 0.00060563289773089813 -0.00056314090909575544 -0.00063941985669612226 0.00067683786888433656 -0.00059669356265305471 -0.0001356211765888686 -0.00012254683068989609 -0.00027916213475804696 0.0005398915720047537 7.486649102407715e-05
leaf_weight=0.0010486513997830385 0.0010724599158938872 0.0015621153384454247 0.0010023745270621868 0.0010331409150617322 0.0011634994897671063 0.0010254777144992865 0.0013893208071561773 0.0016896000931861388 0.0015661834592725736 0.0012584774565503358 0.001193654757195719
leaf_count=253 545 206 118 521 277 704 271 139 421 366 89
internal_value=0 2.73609e-05 -1.29857e-05 3.34279e-05 9.75066e-05 2.79079e-05 -0.000106518 0.000186346 1.27672e-05 0.000185445 0.000375733
internal_weight=0 0.0139325 0.0128838 0.0118815 0.0108483 0.00968483 0.00523946 0.00444537 0.00421398 0.0026478 0.00275577
internal_count=3910 3365 3112 2994 2473 2196 1762 434 1058 637 295
is_linear=0
shrinkage=0.00196078


Tree=3860
num_leaves=10
num_cat=0
split_feature=133 50 12 47 51 3 43 0 1
split_gain=2.62694e-05 5.17707e-05 4.98201e-05 7.78116e-05 5.80379e-05 8.89038e-05 9.68389e-05 5.24236e-05 5.00448e-05
threshold=0.10599500000000002 0.086465000000000014 0.10333000000000002 0.087850000000000025 -0.07742499999999998 0.099570000000000006 -0.06705499999999999 -0.099864999999999995 0.10982000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -5
right_child=-2 -3 -4 8 5 -7 7 -9 -10
leaf_value=-0.014435680838661098 -0.015654512828180919 -0.019022964191197471 0.022918038463808688 -0.0012948646318664521 0.020886930041050675 0.033759849913901789 0.0043719298303905836 -0.02244089722144943 -0.031571656040376046
leaf_weight=0.0011763413680933345 0.0010029115731137782 0.0011434084591707269 0.0011614698481174001 0.0011590457056676895 0.0019794779185441582 0.0012379513290008371 0.0016177538757864982 0.0013275960182649244 0.0010320471236493209
leaf_count=455 557 567 252 195 686 197 191 691 119
internal_value=0 0.00120156 0.00336445 0.000981405 0.00591859 0.00980378 0.00378196 -0.00771377 -0.0155558
internal_weight=0 0.0118351 0.0106917 0.00953021 0.00733912 0.00616278 0.00492483 0.00294535 0.00219109
internal_count=3910 3353 2786 2534 2220 1765 1568 882 314
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=10
num_cat=0
split_feature=133 133 50 160 3 42 13 1 4
split_gain=2.13381e-05 4.45437e-05 3.82975e-05 5.86181e-05 7.16948e-05 4.97227e-05 6.50226e-05 0.000106906 0.000120802
threshold=0.10599500000000002 0.083815000000000014 0.086465000000000014 -0.085744999999999988 0.12566000000000002 -1.0000000180025095e-35 -0.023539999999999995 0.086560000000000012 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -9
right_child=-2 -3 -4 4 -6 6 7 8 -10
leaf_value=0.023643041945682491 -0.014123792169678443 0.017223019254497086 -0.019209609736542028 -0.015646040622153964 -0.026370763231472458 -0.0091545191618882561 0.035662340669862 -0.024680511945203949 0.019898251129542049
leaf_weight=0.0010027828302649868 0.0010005770000387172 0.0014938881770187396 0.0010651095332402027 0.0013549908750581626 0.0010500661675584859 0.0019693835163752883 0.0013654418365824862 0.0010623402790412273 0.0014209868510983814
leaf_count=312 557 711 401 644 176 644 110 225 130
internal_value=0 0.00108686 -0.00125552 0.000817223 -0.00196628 0.00160626 0.00562415 0.0131863 0.000827942
internal_weight=0 0.011785 0.0102911 0.00922599 0.00822321 0.00717314 0.00581815 0.00384877 0.00248333
internal_count=3910 3353 2642 2241 1929 1753 1109 465 355
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=12
num_cat=0
split_feature=41 158 39 13 4 3 2 1 1 0 16
split_gain=5.0614e-05 6.9339e-05 6.7462e-05 8.92023e-05 8.37009e-05 0.000154803 0.000108511 6.425e-05 0.000122368 5.93454e-05 5.03324e-05
threshold=0.075585000000000013 1.0000000180025095e-35 0.005105000000000001 -0.09547499999999999 -0.034289999999999994 -0.083144999999999983 0.11230000000000001 0.094695000000000015 0.086560000000000012 -0.084304999999999977 -0.077349999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 10 7 8 -6 -1 -5
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=4.7870939099300603e-05 -0.00043218589499445341 -0.00047620467924183068 0.0004481098424731831 0.00031589180000286718 0.00034493079512590687 -0.0008612985721216217 -0.00043941345522733216 0.00048957414193185212 -0.00049857026598952917 0.00069375570767049653 -0.00030220597471160618
leaf_weight=0.0011208946572781493 0.001020056700487988 0.0010032944580372774 0.0015118159141268494 0.0010234114818866297 0.0016954288791992331 0.0012788326225847309 0.0012922260689953056 0.0018238535812806064 0.0010840072520601068 0.0010681237310899662 0.0010028595924136356
leaf_count=200 221 450 333 397 671 749 183 206 123 74 303
internal_value=0 2.03214e-05 5.89342e-05 7.27657e-06 -7.73641e-05 -0.000327142 6.26649e-05 0.000203607 1.59571e-05 0.000363028 9.97751e-06
internal_weight=0 0.0139047 0.0129015 0.0113896 0.00920062 0.0033051 0.00589552 0.00460329 0.00277944 0.00218902 0.00202627
internal_count=3910 3689 3239 2906 2632 1449 1183 1000 794 274 700
is_linear=0
shrinkage=0.00196078


Tree=3863
num_leaves=12
num_cat=0
split_feature=11 3 159 52 2 15 48 42 15 4 4
split_gain=6.15582e-05 6.27711e-05 5.18798e-05 6.57678e-05 8.33065e-05 8.11538e-05 7.18773e-05 8.83286e-05 6.0657e-05 0.000144202 0.000133037
threshold=0.08184000000000001 -0.14218999999999996 0.09141500000000001 -0.081429999999999989 0.113945 -0.017214999999999998 0.090910000000000005 -0.088669999999999985 0.089935000000000015 0.00046500000000000008 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 -5 9 10 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00048405007555560813 -0.00047191665705099099 -4.479920699848416e-06 -0.00041909575246300924 0.00046346495717615791 -0.00042878837551639596 0.00067072937234645717 0.00049245972249126896 -0.00036255148575775332 0.00028572927595760738 -0.00072023135094484263 0.00051614663444426187
leaf_weight=0.0010635933803426452 0.0010239432797037032 0.0015664536776662454 0.0010985973174155181 0.0010968704469762587 0.0018244602831293272 0.0012153449461739922 0.0011371011676335682 0.0014966929703996786 0.0010029657101431957 0.0015797745408017037 0.0011884874534277448
leaf_count=165 224 465 409 264 295 198 189 502 485 357 357
internal_value=0 2.58e-05 -1.11048e-05 2.59131e-05 -5.30101e-05 0.000290513 3.83792e-05 -4.27445e-05 -0.000148146 -0.000250178 2.6369e-05
internal_weight=0 0.0142703 0.0132067 0.0121082 0.00932635 0.0027818 0.00750189 0.00636479 0.00526792 0.00426495 0.00268518
internal_count=3910 3686 3521 3112 2449 663 2154 1965 1701 1216 859
is_linear=0
shrinkage=0.00196078


Tree=3864
num_leaves=12
num_cat=0
split_feature=124 48 48 16 12 1 4 133 15 4 0
split_gain=5.31468e-05 7.55873e-05 0.00012373 6.0526e-05 0.000143075 7.87091e-05 0.000111256 8.98244e-05 8.0651e-05 6.65156e-05 2.94975e-05
threshold=-0.048219999999999992 0.11930500000000001 0.095825000000000007 0.10994000000000002 0.091405000000000014 0.11198000000000001 0.22584000000000001 0.086895000000000014 -0.094924999999999995 -0.076329999999999995 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 10 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00040606264363508393 0.00028210907082063517 -0.00054127580237673745 0.00065177875723208129 -0.00081284998589691558 5.2628927785636795e-05 0.00044473322962744629 -0.00063631620983838478 0.00055407006879258419 0.00022191623243644285 -0.00055297534426035735 -0.00024465707388489274
leaf_weight=0.0010938432241222448 0.0017424394338364621 0.0010791156656614264 0.0010274084108089455 0.0012284851541181059 0.0018257726100250251 0.0014364325633435962 0.0010869939794776965 0.0010928331053474708 0.0010577741034883321 0.0014659929150320767 0.0010265377496635748
leaf_count=319 182 142 214 247 313 279 152 657 399 695 311
internal_value=0 -4.26297e-05 -1.20792e-06 -5.72866e-05 -0.000295484 2.43743e-05 -5.64301e-05 4.22818e-05 -6.3391e-05 -0.000232958 -7.87429e-06
internal_weight=0 0.0140698 0.0129907 0.0119633 0.00305426 0.008909 0.00747257 0.00638558 0.00529274 0.0035503 0.00208431
internal_count=3910 3591 3449 3235 560 2675 2396 2244 1587 1405 710
is_linear=0
shrinkage=0.00196078


Tree=3865
num_leaves=13
num_cat=0
split_feature=133 40 48 50 48 160 42 47 4 13 1 16
split_gain=4.37798e-05 8.21835e-05 0.000100089 0.000105008 0.000123519 6.56983e-05 6.59834e-05 8.07696e-05 0.000121086 9.21966e-05 0.000122894 4.91528e-05
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 0.086465000000000014 0.095825000000000007 0.094340000000000021 -0.089744999999999978 0.09252500000000001 0.018480000000000003 -0.037444999999999992 0.085410000000000014 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -8 -11 -10
right_child=-2 2 -4 -5 -6 -7 7 -9 11 10 -12 -13
leaf_value=0.00053469075949473413 -0.00039021239126170503 -0.00037088894753988736 -0.00061162154637297921 -0.00056746194458696757 0.00072080852070194388 -0.00045538253040874091 -0.0003672891450480289 -0.00036853157658755294 0.00029702823895198419 0.0005978117612714008 -0.00020263320326694659 0.00087833787005051533
leaf_weight=0.0010839233826611056 0.0011002316438650924 0.0011546043521967865 0.0010371757607799811 0.0010564459732488813 0.0010456914522081326 0.0010343029884449994 0.0015207809615646823 0.0010717884278136636 0.0011341773045030774 0.0015898442221727212 0.0013754231661468851 0.00110318413180506
leaf_count=253 545 255 118 521 174 228 700 126 262 329 220 179
internal_value=0 1.57834e-05 -2.70756e-05 2.3087e-05 7.96504e-05 1.24983e-05 6.657e-05 0.000131365 0.000211055 2.52237e-05 0.00022653 0.000583657
internal_weight=0 0.0142073 0.0131234 0.0120862 0.0110298 0.00998411 0.0089498 0.0077952 0.00672341 0.00448605 0.00296527 0.00223736
internal_count=3910 3365 3112 2994 2473 2299 2071 1816 1690 1249 549 441
is_linear=0
shrinkage=0.00196078


Tree=3866
num_leaves=13
num_cat=0
split_feature=11 124 156 1 13 52 1 4 43 13 15 43
split_gain=8.06468e-05 5.50649e-05 6.07237e-05 7.22553e-05 0.000127282 0.000127178 8.87199e-05 0.000138129 7.81426e-05 0.000111145 0.000100711 5.82402e-05
threshold=0.08184000000000001 -0.048219999999999992 0.088820000000000024 0.076710000000000014 -0.0010249999999999997 0.0033900000000000002 0.11215000000000001 0.0057500000000000008 0.12512500000000001 -0.083654999999999993 0.084955000000000017 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 11 6 7 -6 9 -3 -11 -5
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 -12 -13
leaf_value=0.00045731220374606492 -0.00054336445720201286 -0.00079623024093944937 -0.00046620548644615151 0.00089772539254191167 -0.00038156757563024771 0.0005759083341851846 -0.00059800975823083634 0.00047106703967088201 0.00030128684966187954 -0.00041281083296435358 0.00035541901144393547 0.0002551506223629846
leaf_weight=0.0010690168347472781 0.0010124828986236923 0.0011478883960949838 0.0010149589198787277 0.0010096992865658919 0.001545039677545879 0.0011250331582722817 0.0012752596624399774 0.0013856125433191653 0.0011273668710478427 0.0014523159315126184 0.001196655549895832 0.0011714786018243084
leaf_count=313 224 586 318 251 183 106 109 80 185 586 469 500
internal_value=0 2.89917e-05 -5.04827e-06 3.25878e-05 0.000153594 -9.66478e-06 -0.000166299 2.15581e-05 -0.000152012 -0.000286606 -6.5768e-05 0.000552608
internal_weight=0 0.0145203 0.0134513 0.0124363 0.00751212 0.00533095 0.00420591 0.00293065 0.00492423 0.00379686 0.00264897 0.00218118
internal_count=3910 3686 3373 3055 1229 478 372 263 1826 1641 1055 751
is_linear=0
shrinkage=0.00196078


Tree=3867
num_leaves=10
num_cat=0
split_feature=1 4 15 39 457 16 0 13 16
split_gain=2.43746e-05 5.72848e-05 4.07367e-05 3.95151e-05 6.37596e-05 8.77256e-05 6.33817e-05 3.116e-05 2.78268e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 0.005105000000000001 0.041935000000000007 -0.055679999999999993 -0.14293499999999998 -1.0000000180025095e-35 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -2 -1 -8
right_child=3 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.006315470207363923 -0.012611213971603211 -0.02854673043625737 -0.0039739504157854993 0.019951155449048186 0.0212037397105964 -0.021681879129517571 0.0048303003023534774 0.015449972306985905 0.028062519054186382
leaf_weight=0.0012447720275291917 0.0012267877914804298 0.0012721329466777751 0.0014364215159869212 0.0012264943225004593 0.0011914411734442257 0.001881138751472681 0.0010638629032287249 0.0013947641747192867 0.0010003420390098244
leaf_count=425 121 1010 565 372 134 582 209 200 292
internal_value=0 -0.00529829 -0.0155151 0.00351591 0.000348232 -0.004456 0.00539035 0.00518566 0.016089
internal_weight=0 0.00534809 0.00270855 0.00759007 0.00636357 0.00517213 0.00329099 0.00263954 0.0020642
internal_count=3910 2200 1575 1710 1338 1204 622 625 501
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 484 3 15 16 3 1 4
split_gain=7.32594e-05 5.59874e-05 5.57801e-05 6.80332e-05 8.136e-05 8.04339e-05 8.88405e-05 0.000106897 0.000152818 0.000135711 8.41027e-05 6.53316e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.099550000000000013 0.087270000000000014 -0.11266 0.090325000000000003 -0.19424999999999998 -0.076734999999999984 0.095575000000000007 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -10 11 -11
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.00052261090890266988 0.00050455564184005545 -0.00040847387472007102 -0.00040752928578703505 0.00057955142074432218 -0.00042483455519615003 -0.00038402045047325321 -0.00056141878789476283 0.00063668969075480813 -0.00034514547828898577 0.00050029606524369273 0.00079781536643116656 -0.00019626977339852486
leaf_weight=0.0010034156074419888 0.0010006746432904253 0.0010620241396559595 0.0012658291664861205 0.0017830703126037028 0.0011400697307048869 0.0010583552263907911 0.0014769784634852583 0.0011626698592809891 0.0014144121184130579 0.0010108550664998522 0.0011888985578644129 0.0010610691404567413
leaf_count=612 243 472 334 257 114 283 208 288 687 91 180 141
internal_value=0 2.5074e-05 5.90224e-05 2.35324e-05 7.18355e-05 0.000127588 0.000187103 9.14397e-05 -1.16038e-05 0.000162091 0.00038211 0.000143572
internal_weight=0 0.0146249 0.0135629 0.0125622 0.0112964 0.0101563 0.00909795 0.00731488 0.00615221 0.00467523 0.00326082 0.00207192
internal_count=3910 3298 2826 2583 2249 2135 1852 1595 1307 1099 412 232
is_linear=0
shrinkage=0.00196078


Tree=3869
num_leaves=13
num_cat=0
split_feature=41 158 4 0 457 52 16 160 4 51 12 403
split_gain=4.63816e-05 6.59143e-05 7.63653e-05 0.000124535 8.52396e-05 8.95727e-05 6.57023e-05 9.94e-05 0.000109878 6.42589e-05 0.000101291 8.176e-05
threshold=0.075585000000000013 1.0000000180025095e-35 -0.49837999999999999 -0.017269999999999997 -0.0034949999999999994 -0.24456499999999998 0.0063350000000000012 -1.0000000180025095e-35 0.25367000000000006 0.077145000000000005 0.086865000000000012 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 9 10 -9 -12
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11 11 -13
leaf_value=-0.00044455992870648999 -0.00040894137623632797 -0.00045471372316956225 -0.00050279572238564468 0.00064897378776296918 -0.00046542539539488713 -0.00045982036191651206 0.00057843203154191527 -0.00047999039861484221 0.00077421029908121531 0.00037691310984276638 -0.00018836462106735109 0.00058831176402168099
leaf_weight=0.0010637040682861107 0.0010333087755949487 0.0010360597037847473 0.0010390890826912089 0.0014195885492307722 0.0010047605986381629 0.0010992863509862597 0.0012020965439841482 0.0014638725635400191 0.0010030180826155312 0.0017225568881001838 0.0010614967562589984 0.0010235885084359173
leaf_count=154 221 450 288 206 278 538 239 369 190 217 576 184
internal_value=0 2.13909e-05 5.90365e-05 0.00010353 3.06187e-05 8.84711e-05 0.000153366 8.40708e-05 0.00017936 6.61765e-05 -8.46457e-05 0.000192913
internal_weight=0 0.0141391 0.0131031 0.0120394 0.0106198 0.00958068 0.00857592 0.00737382 0.00627453 0.00527151 0.00354896 0.00208509
internal_count=3910 3689 3239 3085 2879 2591 2313 2074 1536 1346 1129 760
is_linear=0
shrinkage=0.00196078


Tree=3870
num_leaves=14
num_cat=0
split_feature=41 457 158 16 47 50 47 1 1 51 0 4 12
split_gain=8.50943e-05 9.47196e-05 0.000129884 0.000101105 0.000105395 0.00010471 0.00010173 0.00010476 0.000128006 0.000109242 8.31597e-05 8.17744e-05 7.1454e-05
threshold=0.078150000000000011 -0.068264999999999978 1.0000000180025095e-35 -0.49150499999999991 0.10783500000000001 0.088425000000000017 0.085765000000000022 0.11235500000000002 0.09112000000000002 0.077145000000000005 -0.083674999999999986 -0.48072499999999996 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 10 -5 -12 -13
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 11 12 -14
leaf_value=-0.00054773824812938659 -0.00056408132083945529 0.00068599155355217681 -0.00060453635866365002 -0.00032021202801847177 0.0005528526089369762 -0.00060076333265907296 -0.00052885802771600473 0.00067999503036078417 -0.00052475222398402563 0.00070108158220726514 -0.00024391830531748172 0.00076279899552895894 5.323892139889782e-05
leaf_weight=0.001035569541996747 0.0010066875055321145 0.0011081925687578169 0.0010277539547124655 0.0016735247232949032 0.0015010008828174543 0.0010163333862095959 0.0010029622959430639 0.0011561720489380598 0.0012562437356930974 0.0011702899009279691 0.0010048035193710178 0.0011689337957536102 0.0010233087721958148
leaf_count=282 201 156 440 606 152 499 142 246 319 128 57 335 347
internal_value=0 2.46363e-05 6.66458e-05 0.000119376 6.69344e-05 -2.71076e-06 6.15665e-05 0.000131619 4.47329e-05 0.000163162 3.39116e-05 0.000219281 0.000431586
internal_weight=0 0.0151451 0.0141095 0.0130818 0.0119736 0.0104726 0.00945624 0.00845328 0.0072971 0.00604086 0.00487057 0.00319705 0.00219224
internal_count=3910 3709 3427 2987 2831 2679 2180 2038 1792 1473 1345 739 682
is_linear=0
shrinkage=0.00196078


Tree=3871
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 3 13 3 15
split_gain=2.61546e-05 6.14109e-05 6.75532e-05 6.39065e-05 5.63748e-05 5.43239e-05 5.17486e-05 3.9439e-05 6.20696e-05
threshold=0.11930500000000001 0.093225000000000016 0.089355000000000004 0.11198000000000001 0.18622000000000002 -0.078884999999999997 -0.028919999999999998 -0.010319999999999998 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9
right_child=-2 -3 -4 -5 -6 7 -8 8 -10
leaf_value=-0.026787396351604344 -0.015600966356074953 0.023384843935772476 -0.024717442178136879 0.018097658574596713 -0.023637545913161841 0.024853640436457491 0.00065466521624255112 0.021665494615202931 -0.0092133804648377449
leaf_weight=0.0010731841295676197 0.0010087599554312971 0.0011270404578752466 0.0010929091841288966 0.0018747336675505053 0.0010825447506864769 0.0010909891686885225 0.001910455091677192 0.001043918463115856 0.0017293366085451784
leaf_count=933 161 279 345 423 188 583 736 60 202
internal_value=0 0.00116284 -0.00113528 0.00149325 -0.002432 0.000920274 -0.00921596 0.00874661 0.00241015
internal_weight=0 0.0120251 0.0108981 0.00980516 0.00793043 0.00684788 0.00298364 0.00386424 0.00277326
internal_count=3910 3749 3470 3125 2702 2514 1669 845 262
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=11
num_cat=0
split_feature=1 12 3 51 3 15 0 133 403 0
split_gain=5.54364e-05 7.18903e-05 0.000203631 5.77852e-05 5.00747e-05 9.01842e-05 0.000108113 7.03279e-05 0.000105259 2.11953e-05
threshold=0.094385000000000011 0.090840000000000018 0.082730000000000012 0.08955500000000001 -0.11266 -0.0039399999999999991 -0.22851499999999997 0.077945 0.085070000000000021 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 -1 6 -6 8 -7 -4
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11
leaf_value=0.00017042396207613293 0.00086914535106149182 -0.00019222034159399636 -2.092541112911139e-05 0.00033029922479874406 1.5552229731353789e-05 -0.00052012181982023092 -0.00075531455134697522 0.00032314838797372735 0.00029319306446847762 -0.00042104084921490171
leaf_weight=0.0018524195675516299 0.0014302588114893946 0.0019782720888750745 0.001023858078258999 0.0011478775575034378 0.0011475398290282657 0.0015750764914723679 0.0017915094513828922 0.0015618187469158612 0.0010003436667448545 0.0010122584763709521
leaf_count=245 404 441 101 102 62 739 1085 407 177 147
internal_value=0 0.000120493 0.000254563 -2.15088e-05 -0.000116573 -0.000191703 -0.000454333 -5.13352e-06 -0.000204214 -0.000219843
internal_weight=0 0.00659253 0.00461425 0.00318399 0.00892871 0.00707629 0.00293905 0.00413724 0.00257542 0.00203612
internal_count=3910 1195 754 350 2715 2470 1147 1323 916 248
is_linear=0
shrinkage=0.00196078


Tree=3873
num_leaves=10
num_cat=0
split_feature=13 39 4 3 52 47 16 1 16
split_gain=2.76635e-05 4.64233e-05 4.26055e-05 9.69537e-05 8.69144e-05 6.77482e-05 5.33897e-05 4.59967e-05 0.000104622
threshold=-0.45122499999999993 0.005105000000000001 -0.034289999999999994 -0.078669999999999976 -0.081429999999999989 0.09252500000000001 -0.078844999999999985 0.085835000000000009 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 7 -2 -6 -9
right_child=1 -3 4 -5 5 -7 -8 8 -10
leaf_value=0.015827156748071409 0.013318970935495536 0.015322585652158334 0.023325601408363407 -0.034610151381260765 -0.015478473221861012 -0.024526102909522597 -0.015226013389447863 0.030764809550747077 -0.0079339770805640832
leaf_weight=0.0010023917985886978 0.0013022159986763044 0.0014490503662824084 0.0013913980475973361 0.0012811320186519592 0.0011181553438257804 0.0013061961802588555 0.0013188345828646227 0.0012109630068071293 0.0016511456284021469
leaf_count=112 629 431 421 498 605 223 602 184 205
internal_value=0 -0.00146366 -0.00376272 -0.0120642 0.0010882 -0.00476469 -0.00104401 0.00172038 0.00843955
internal_weight=0 0.0120291 0.01058 0.00390218 0.00667786 0.00528646 0.00262105 0.00398026 0.00286211
internal_count=3910 3798 3367 1729 1638 1217 1231 994 389
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=11
num_cat=0
split_feature=13 1 15 12 2 15 15 3 2 47
split_gain=2.24729e-05 4.30511e-05 9.37769e-05 5.90032e-05 4.9439e-05 7.65586e-05 7.60957e-05 8.76351e-05 5.48821e-05 1.74692e-05
threshold=-0.45122499999999993 1.0000000180025095e-35 0.083935000000000023 0.085775000000000004 0.11542500000000001 0.035895000000000003 -0.017214999999999998 0.10420500000000001 0.086650000000000019 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -3
right_child=1 4 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.014280341320376297 -0.0075927552676773279 -0.011885662032621667 0.008672863462036523 -0.040083010790039175 0.01967854221038589 -0.023351404112320766 0.026829922811099183 -0.027590471769139348 0.023548535282491026 0.006090065117072373
leaf_weight=0.0010000063527167433 0.0011606675325643967 0.0011470738994890637 0.001564227344615783 0.0010781532626726899 0.0014266839149109237 0.0012317278668219503 0.0011724557285487215 0.0010156757297029241 0.001157852398305145 0.0010225844743550969
leaf_count=112 435 273 856 684 339 506 293 75 160 177
internal_value=0 -0.00132386 -0.0101135 -0.0232392 0.00276558 -0.000810545 0.00422318 -0.00187958 0.00596831 -0.0034135
internal_weight=0 0.0119771 0.00380305 0.00223882 0.00817405 0.00674737 0.00551564 0.00434319 0.00332751 0.00216966
internal_count=3910 3798 1975 1119 1823 1484 978 685 610 450
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 0 1 43 2
split_gain=2.11208e-05 6.05054e-05 6.14236e-05 8.67175e-05 5.51701e-05 4.98011e-05 4.45327e-05 5.40159e-05 5.13408e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 -0.06402999999999999 0.092550000000000007 -0.0037249999999999996 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.023051787353331975 -0.014023121415416027 0.021691769698734417 -0.014471176286727623 0.023279400355858657 -0.018093701957384061 0.020106545387104734 -0.020420967129396127 0.027126362627157081 -0.001454759523912821
leaf_weight=0.0011664897440447535 0.0010063801724491716 0.0012702669532530008 0.0012766134642496047 0.0015053476423376325 0.0018368316387973238 0.0011818465272866981 0.0011062686107222719 0.0010929658204506974 0.0014789578278382241
leaf_count=275 161 388 1289 130 692 161 282 223 309
internal_value=0 0.0010631 -0.00139844 0.00126628 -0.00288967 0.00166122 -0.00273846 0.00234441 0.0106911
internal_weight=0 0.0119156 0.0106453 0.00947883 0.00797348 0.00613665 0.00495481 0.00384854 0.00257192
internal_count=3910 3749 3361 3086 2956 2264 2103 1821 532
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=13
num_cat=0
split_feature=11 3 159 457 160 133 2 4 42 0 0 4
split_gain=7.61609e-05 7.12428e-05 6.12624e-05 7.82041e-05 8.7145e-05 0.00013101 0.00015342 0.000110776 6.55049e-05 0.000112698 0.000136824 5.24925e-05
threshold=0.08184000000000001 -0.15002999999999997 0.09141500000000001 -0.0034949999999999994 -0.083654999999999993 -0.0056849999999999991 0.113945 0.15927500000000003 0.08110500000000001 -0.017269999999999997 -0.10071499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 9 10 11 -7
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=0.00052415938921944656 -0.00052985106845352119 -0.00046082462891090689 -0.00045104094075738561 -0.00046563393395217343 -0.00037797584037694063 -7.3539867917640116e-05 -0.00037642888732914505 0.0009102684671796848 0.00056872822878097692 0.00069192227339728374 -0.00059413879031601047 0.00051820236450282077
leaf_weight=0.0010319452434521233 0.0010076508554914933 0.0011379846963660784 0.0011129003097723423 0.0010288861501807191 0.0016248941925049018 0.0011373392235138934 0.0013576603969300523 0.0011150189262666681 0.0016836256061601631 0.0010105091060325644 0.0011820204847469724 0.001168511200212663
leaf_count=137 224 278 417 468 792 86 280 137 586 83 382 40
internal_value=0 2.75163e-05 -1.02811e-05 2.91294e-05 7.84341e-05 0.00013289 0.000228804 0.000341411 0.000238809 0.000115329 -5.17217e-05 0.000226331
internal_weight=0 0.0145913 0.0135594 0.0124464 0.0113085 0.0102796 0.00865468 0.00729702 0.00618201 0.00449838 0.00348787 0.00230585
internal_count=3910 3686 3549 3132 2854 2386 1594 1314 1177 591 508 126
is_linear=0
shrinkage=0.00196078


Tree=3877
num_leaves=11
num_cat=0
split_feature=11 48 0 51 42 13 133 160 1 4
split_gain=2.2404e-05 3.84299e-05 6.64922e-05 3.69055e-05 6.16667e-05 7.7884e-05 6.33588e-05 8.6104e-05 8.27503e-05 4.17261e-05
threshold=0.079700000000000007 0.091555000000000011 -0.15007499999999999 0.085845000000000019 0.086325000000000013 -0.071149999999999977 0.065880000000000008 -0.081519999999999995 0.076710000000000014 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 -9 -10
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11
leaf_value=0.025533310257902155 -0.014301751052188892 -0.0046120680035056667 0.029973556762801109 -0.019560545726374133 -0.033965122902832559 0.0038560802789665283 0.023050757962073148 -0.028105641144792505 0.013251361977117787 -0.012541482191415057
leaf_weight=0.0010323094259267174 0.0010236983755665769 0.0010935923664324929 0.0011305338097779864 0.0010240753835761536 0.0010319584616612695 0.0011526031756725133 0.0015501752408624671 0.0012533462664160609 0.0015964828866050704 0.0010330586727710406
leaf_count=169 254 75 365 340 791 333 552 542 308 181
internal_value=0 0.00111524 0.012968 -0.00160979 0.000515416 -0.0140102 0.00542341 -0.000135974 -0.00696044 0.00311822
internal_weight=0 0.0118981 0.00222413 0.00967401 0.00864993 0.00218456 0.00646537 0.0049152 0.00388289 0.00262954
internal_count=3910 3656 440 3216 2876 1124 1752 1200 1031 489
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=10
num_cat=0
split_feature=133 42 51 2 1 0 16 13 2
split_gain=2.50286e-05 4.41302e-05 5.35794e-05 7.1998e-05 6.23788e-05 5.63131e-05 5.74316e-05 4.86849e-05 7.00769e-05
threshold=0.10599500000000002 -0.090359999999999982 -0.07742499999999998 0.086545000000000025 0.095575000000000007 -0.11756999999999999 -0.19424999999999998 -0.098524999999999988 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7 -9
right_child=-2 2 3 5 -6 7 -8 8 -10
leaf_value=-0.017689678689785181 -0.015130542223117788 -0.014479350975576477 -0.018810995139075599 -0.014667060264829071 0.011282357104083518 0.038581913428361037 0.014046551570458927 0.029836008319154117 -0.0037698250654167537
leaf_weight=0.0011201262478581107 0.0010195806037726829 0.0014824054634271283 0.001765501702458098 0.0012408217295790318 0.0011294587221775726 0.0010383537995062035 0.0015881764552547369 0.0012236557653100073 0.0012588657965893666
leaf_count=385 557 544 727 198 331 129 188 494 357
internal_value=0 0.00119751 0.00316969 0.00599971 -0.00707018 0.0119584 0.00145253 0.0203997 0.0127948
internal_weight=0 0.0118474 0.0107272 0.00924483 0.00289496 0.00634987 0.002829 0.00352088 0.00248252
internal_count=3910 3353 2968 2424 1058 1366 386 980 851
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=12
num_cat=0
split_feature=484 4 49 124 43 4 150 15 16 4 1
split_gain=7.69685e-05 6.29158e-05 6.18518e-05 5.10205e-05 9.53885e-05 0.000103359 0.000103754 6.71256e-05 0.000100942 0.000119421 0.000100686
threshold=-0.0043499999999999988 0.27020000000000005 0.093425000000000022 -0.018779999999999995 0.12512500000000001 -0.23071499999999998 0.086420000000000011 0.088615000000000013 0.081265000000000018 -1.0000000180025095e-35 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 10 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00052783778653763013 -0.00048296564508393947 0.00035026251155392227 0.00041630236011511054 -0.00062069390733408543 0.00048339421936037226 0.00026058114348115232 -0.00047714568547266398 -0.00029016435896076132 -0.00033967321069083492 -9.1326862339580209e-05 0.0010376249813108473
leaf_weight=0.001048885573858154 0.0010433214802105959 0.001947963023328613 0.00110426821559773 0.0012506593763352966 0.0012375631496440173 0.0015511316148839362 0.0015339984100535276 0.0014324668426931638 0.0011100669755578774 0.0016434204223689727 0.0010927976286426722
leaf_count=612 167 447 389 186 185 586 204 630 149 188 167
internal_value=0 2.16384e-05 -2.76049e-05 -6.88134e-05 -2.89968e-05 -9.49506e-05 -1.63357e-05 8.71626e-05 0.000187305 0.000323748 0.000581751
internal_weight=0 0.0149477 0.0129997 0.0118954 0.0108521 0.00961454 0.00836388 0.00682988 0.00539742 0.00428735 0.00264393
internal_count=3910 3298 2851 2462 2295 2110 1924 1720 1090 941 753
is_linear=0
shrinkage=0.00196078


Tree=3880
num_leaves=10
num_cat=0
split_feature=4 0 157 16 0 1 151 2 16
split_gain=2.75721e-05 6.32739e-05 3.83679e-05 6.48268e-05 6.71121e-05 5.891e-05 6.59324e-05 7.98192e-05 3.51094e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.077044999999999988 -0.055679999999999993 -0.06402999999999999 0.076710000000000014 -0.0088999999999999982 0.090420000000000014 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 8 -8
right_child=1 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.01596569247501229 0.016621160753735476 0.023241772415074954 -0.013363637586978463 -0.028445982984232007 0.0013648666224922569 -0.011299694419895121 0.015163050615898233 0.033780106404050755 -0.010568509388470045
leaf_weight=0.0010090573371723853 0.0010884090691798956 0.0011786499897639925 0.0017348054171431706 0.0017003602960522579 0.0013585637226671155 0.0012802810534953395 0.0011223826790579768 0.0013958095852278085 0.0010051294283305551
leaf_count=192 404 223 1011 1011 185 178 193 235 278
internal_value=0 0.00125307 -0.00117231 -0.00319022 -0.0152061 0.00243125 0.00813553 0.0151978 0.00300634
internal_weight=0 0.0118644 0.0106857 0.00959733 0.00305892 0.00653841 0.0048036 0.00352332 0.00212751
internal_count=3910 3718 3495 3091 1196 1895 884 706 471
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=12
num_cat=0
split_feature=49 15 11 3 16 1 1 15 15 52 4
split_gain=5.46111e-05 7.76058e-05 4.81508e-05 8.08304e-05 7.93002e-05 6.6792e-05 0.00021612 8.99806e-05 8.86939e-05 7.86009e-05 5.76201e-05
threshold=-0.14917999999999998 0.088615000000000013 0.081005000000000008 -0.10628499999999998 -0.19424999999999998 0.094485000000000013 0.11183500000000002 -0.0039399999999999991 -0.096369999999999983 -0.074484999999999982 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -6 -8 -9
right_child=1 -3 -4 4 5 6 9 10 -10 -11 -12
leaf_value=0.00042616574618297028 0.00044643017005698948 -0.00050474825705866132 -0.00040797040393779859 -0.00038495546320547233 2.6736075959159968e-05 0.00093950176022912165 -0.00050122395791472125 -0.00015736719688249381 -0.00071964467899474928 0.00027373953595978388 0.00044878175606230926
leaf_weight=0.0010278734504348451 0.0016176339150967998 0.0012674541201825327 0.0010032119850970122 0.0019135466969452978 0.0012096644020528884 0.0011944711112992419 0.0010053006093111213 0.001080652218377135 0.0012391487752836652 0.0010074275179965072 0.0013639402364072442
leaf_count=129 223 800 196 386 230 229 116 343 799 170 289
internal_value=0 -4.22047e-05 4.19441e-06 3.97426e-05 -2.59516e-05 5.88532e-05 0.000278779 -8.52888e-05 -0.000350948 -0.000113333 0.000180829
internal_weight=0 0.0139025 0.012635 0.0116318 0.0100142 0.0081006 0.0032072 0.00489341 0.00244881 0.00201273 0.00244459
internal_count=3910 3781 2981 2785 2562 2176 515 1661 1029 286 632
is_linear=0
shrinkage=0.00196078


Tree=3882
num_leaves=13
num_cat=0
split_feature=484 457 52 160 133 47 42 4 4 52 0 150
split_gain=0.000111635 7.29627e-05 9.06566e-05 0.000108552 9.45002e-05 0.000131059 0.000130929 0.000120331 0.000157534 6.3905e-05 0.00011024 8.17057e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.048794999999999991 -1.0000000180025095e-35 -0.090054999999999982 0.09550500000000002 0.088345000000000021 -0.038174999999999994 -0.15534499999999998 -0.37613999999999997 -0.074249999999999997 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 -5 6 7 8 -6 -3 11 -11
right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.00062789727173993002 -0.00046472493384926909 -0.00011146259574345607 -0.00058908353424464344 -0.00049722526092867234 -0.00040465574032304508 0.0006883372727942771 0.0004844289109988655 -0.00054245031931174695 0.00065178746192806624 0.00048534761051913765 0.00093660107553203366 -0.00021729304108867071
leaf_weight=0.0010694672681534874 0.0010761514356069013 0.0012045929527807258 0.0012401456677478681 0.0011084057540129309 0.0010760199587958102 0.0012708995374627694 0.0015145007357566416 0.0019553863340339254 0.0010948562941384583 0.0015197200080878173 0.0010769713188390102 0.0010945349991607067
leaf_count=612 197 352 546 355 50 109 367 304 457 252 238 71
internal_value=0 2.74658e-05 6.48824e-05 -4.92111e-05 3.42695e-05 0.000119504 -8.6577e-06 -0.00018964 0.000128149 0.000280685 0.000408658 0.000191166
internal_weight=0 0.0152322 0.014156 0.00926021 0.00802007 0.00691166 0.00564076 0.00412626 0.00217088 0.00489582 0.00369123 0.00261426
internal_count=3910 3298 3101 2188 1642 1287 1178 811 507 913 561 323
is_linear=0
shrinkage=0.00196078


Tree=3883
num_leaves=10
num_cat=0
split_feature=48 4 15 1 13 160 52 15 2
split_gain=2.30137e-05 5.3886e-05 7.44553e-05 7.05496e-05 4.17453e-05 7.04075e-05 6.78509e-05 3.47137e-05 3.29613e-05
threshold=0.11930500000000001 0.15927500000000003 0.088615000000000013 0.11198000000000001 -0.037444999999999992 -0.025614999999999995 -0.031409999999999993 -0.053579999999999996 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 -6 -7 -1 -8
right_child=-2 3 -4 -5 5 6 8 -9 -10
leaf_value=0.0053538399428700451 -0.014665227156182027 0.00011319011430993252 -0.027104949315948996 0.032325704909907473 0.027790144629451036 -0.015261657315180392 0.0001114774066939958 -0.017150965152369128 0.024625016776819088
leaf_weight=0.0010916202657372848 0.0010013995337130903 0.0016735662010203011 0.0010931008744369608 0.0011451127643157537 0.0011647189716340921 0.0016969552031407698 0.0011991151320713839 0.0018419233894391659 0.0010109772308447493
leaf_count=598 161 239 811 324 241 394 392 617 133
internal_value=0 0.00111852 -0.00262425 0.0131998 0.000718518 0.00621053 -0.000222506 -0.00877655 0.0113249
internal_weight=0 0.0119171 0.00909841 0.00281868 0.00800531 0.00507177 0.00390705 0.00293354 0.00221009
internal_count=3910 3749 3186 563 2375 1160 919 1215 525
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=12
num_cat=0
split_feature=133 40 42 1 1 1 52 48 0 3 12
split_gain=5.80899e-05 7.17651e-05 6.61957e-05 6.59053e-05 9.10359e-05 6.70449e-05 9.30405e-05 8.57215e-05 9.08036e-05 7.32312e-05 6.31357e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.11052000000000002 0.12263000000000002 0.10373000000000002 -0.092854999999999979 0.087945000000000009 -0.032484999999999993 0.084925000000000014 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 8 9 10 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00052305953923846538 -0.00044588399008096686 -0.00045008848899009523 -0.0005068707069573145 -0.00056649809801880393 0.00013180249156389228 0.00056433434149474329 -0.00013572690121119383 -0.00033174966295906015 -0.00028232169861345716 0.00076970526642139913 0.00043531140028625712
leaf_weight=0.0010220378902409894 0.0010961478724082372 0.0012261375122840498 0.0010069283146058143 0.001482667992571685 0.0013913293432940362 0.0011091084237174961 0.0012503554218669007 0.0012387004551171659 0.0010306506566313857 0.0012314472515471131 0.0018395981197525365
leaf_count=253 545 367 441 221 268 166 340 215 84 73 937
internal_value=0 2.30475e-05 -1.68552e-05 2.90142e-05 -0.000228444 0.000113998 4.82577e-05 0.00013307 0.000240649 0.000365377 0.00020424
internal_weight=0 0.013829 0.0128069 0.0115808 0.002874 0.00870679 0.00759768 0.00659075 0.00535205 0.0043214 0.00308995
internal_count=3910 3365 3112 2745 489 2256 2090 1649 1434 1350 1277
is_linear=0
shrinkage=0.00196078


Tree=3885
num_leaves=12
num_cat=0
split_feature=49 151 150 160 14 0 0 3 52 0 1
split_gain=5.91761e-05 9.45707e-05 0.000118568 5.60222e-05 6.0519e-05 0.000114217 0.000104193 8.42767e-05 0.000111908 8.64853e-05 5.66296e-05
threshold=-0.14917999999999998 0.056555000000000001 0.090145000000000017 0.086110000000000006 -0.075274999999999995 -0.13870499999999999 -0.10209999999999998 -0.078884999999999997 0.083750000000000005 -0.032484999999999993 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 10 -9
right_child=1 -3 -4 -5 5 6 7 9 -10 -11 -12
leaf_value=0.00045119049943161745 -0.00046137085783247173 -0.00059517796826029162 0.00062269493887682852 -0.00047333051528234457 0.00046079559302345229 -0.00063102274523711645 -0.00070152443870185157 0.0007813392367342066 0.00010022871753806543 -0.00017493563206127607 0.00017643376629917582
leaf_weight=0.0010390840789178965 0.0010011507080337897 0.0010656757488458199 0.0011183334193311844 0.001069516013236931 0.0020111132158997461 0.0010726074638798561 0.0011444387214460099 0.0010580767255641956 0.0016122631930810009 0.0013737171463523504 0.0013595880181116588
leaf_count=129 155 146 243 369 261 141 881 451 669 172 293
internal_value=0 -3.39269e-05 1.27248e-05 -4.55663e-05 -2.53965e-06 4.51523e-05 -6.45367e-05 2.82564e-05 -0.000232617 0.000217937 0.000441167
internal_weight=0 0.0138865 0.0128208 0.0117025 0.010633 0.0096318 0.00762069 0.00654808 0.0027567 0.00379138 0.00241766
internal_count=3910 3781 3635 3392 3023 2868 2607 2466 1550 916 744
is_linear=0
shrinkage=0.00196078


Tree=3886
num_leaves=13
num_cat=0
split_feature=11 3 124 0 13 43 49 457 12 1 42 0
split_gain=6.93722e-05 6.40309e-05 5.41073e-05 7.43625e-05 0.000179002 0.000104878 0.000119227 9.54026e-05 5.77915e-05 8.14054e-05 5.64742e-05 4.77285e-05
threshold=0.08184000000000001 -0.15002999999999997 -0.048219999999999992 -0.053834999999999994 -0.089189999999999978 0.0033500000000000005 -0.00064499999999999985 0.092385000000000009 0.086865000000000012 0.11198000000000001 0.086325000000000013 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 9 11 -10 -8
right_child=-2 2 3 4 -6 -7 8 -9 10 -11 -12 -13
leaf_value=0.00049454550448550403 -0.00050318787698201565 0.00040227936955758832 -0.00048932170696825209 0.00031713989853301885 -0.00071035626509242196 -0.00049944368749136507 0.00017493180606977527 0.00022853113157865362 0.00084704741212523061 0.00059168939395372452 0.00020444858557664547 -0.00039286102953280106
leaf_weight=0.0010428977294273884 0.0010173589933418293 0.0011238775340477484 0.0017817451024905841 0.0010370763395338152 0.0017549707460393789 0.0012316409635995543 0.0012772429738037161 0.0011852958484753484 0.0011012922473233782 0.0010006448201246836 0.001006238652553222 0.0010267515303329462
leaf_count=137 224 309 428 62 317 543 102 99 537 105 557 490
internal_value=0 2.64051e-05 -9.68795e-06 -4.7018e-05 -0.000328704 3.48145e-05 0.000113344 -0.000202548 0.000286521 0.000124713 0.000540239 -7.80993e-05
internal_weight=0 0.0145697 0.0135268 0.0124029 0.00279205 0.00961085 0.00837921 0.00296704 0.00541217 0.00330464 0.00210753 0.00230399
internal_count=3910 3686 3549 3240 379 2861 2318 527 1791 697 1094 592
is_linear=0
shrinkage=0.00196078


Tree=3887
num_leaves=14
num_cat=0
split_feature=484 42 457 160 133 160 133 52 4 15 0 47 2
split_gain=0.000108081 8.47529e-05 9.75769e-05 0.000110063 0.000221656 0.000159911 0.000190018 0.000133864 0.000132603 0.000150682 0.000160038 7.95379e-05 3.94294e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.0034949999999999994 -0.083654999999999993 -0.090054999999999982 0.099550000000000013 0.10599500000000002 0.048490000000000012 -0.034289999999999994 -0.095799999999999982 -0.10071499999999999 0.092255000000000018 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6 11 -11 -10 -9
right_child=1 2 3 4 5 -7 -8 12 9 10 -12 -13 -14
leaf_value=-0.00062616861290275066 -0.00051509677322167391 -0.00048935307050790918 -0.0004466180611306784 -0.00062073951570189106 -0.00027543058468441342 -0.00044986307475096974 -0.00045884668624524206 0.0010028193421550162 -0.00032819344746673224 0.0012782224583799424 0.00027041619706978209 0.00039182857619838413 0.00051919894425762967
leaf_weight=0.001054448150329265 0.0010520462373769792 0.0011411329994195371 0.0012487021712095587 0.0012412938614493824 0.0013468458912124261 0.0011162464064909264 0.0010413329851903909 0.0015130938085129277 0.0010639087122980859 0.0011895738800956819 0.0012344613853604081 0.0013237764472517203 0.0011338221384142866
leaf_count=612 204 194 516 398 412 122 383 285 205 138 272 78 91
internal_value=0 2.23986e-05 6.11449e-05 0.00010784 0.00016457 0.000253487 0.000333219 0.000426889 0.000268394 0.000420615 0.000764988 7.1e-05 0.000795658
internal_weight=0 0.0156462 0.0145942 0.0134531 0.0122044 0.0109631 0.00984682 0.00880548 0.00615857 0.00481172 0.00242404 0.00238769 0.00264692
internal_count=3910 3298 3094 2900 2384 1986 1864 1481 1105 693 410 283 376
is_linear=0
shrinkage=0.00196078


Tree=3888
num_leaves=13
num_cat=0
split_feature=484 133 484 133 12 16 12 51 150 12 12 4
split_gain=8.52105e-05 8.98515e-05 8.7877e-05 9.22693e-05 8.73342e-05 0.000101364 0.000161995 8.68463e-05 8.70725e-05 8.20557e-05 7.91088e-05 4.33793e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088645000000000015 0.083815000000000014 -0.036459999999999992 -0.013279999999999998 0.051320000000000005 0.077145000000000005 0.087235000000000021 0.086865000000000012 0.090965000000000018 -0.049279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 9 -9 -6 -11 -8
right_child=1 -3 -4 -5 5 6 11 8 -10 10 -12 -13
leaf_value=-0.00055803693815446853 -0.0004878125225909594 -0.00050109178707331066 -0.00045134386462608903 0.00052470856097160676 -0.00048919088078267219 0.00087870929810194491 0.00031136966186170784 0.00069851056650291116 -0.00011363731845932491 0.00047115604706637101 -0.00025067845567845157 -0.00026060301083314274
leaf_weight=0.0010090147616159005 0.0010444212411803147 0.0011303781700151066 0.0011262933938050368 0.0018519397646624787 0.0019778045374165155 0.0014486567678928712 0.0010049423431905003 0.0010270378580876944 0.001003397083275008 0.0010007974843683331 0.0014006988857775595 0.0010346523542558864
leaf_count=612 253 472 303 416 372 155 186 177 62 320 327 255
internal_value=0 3.05599e-05 7.37308e-05 0.000119953 5.1451e-05 0.000108353 0.00037733 -3.80271e-05 0.000297165 -0.000193437 5.01382e-05 2.12175e-05
internal_weight=0 0.015051 0.0139206 0.0127943 0.0109424 0.00989799 0.00348825 0.00640974 0.00203043 0.0043793 0.0024015 0.00203959
internal_count=3910 3298 2826 2523 2107 1854 596 1258 239 1019 647 441
is_linear=0
shrinkage=0.00196078


Tree=3889
num_leaves=11
num_cat=0
split_feature=4 0 43 14 15 16 52 1 3 4
split_gain=2.38936e-05 5.56966e-05 4.55024e-05 3.26962e-05 5.51606e-05 5.59441e-05 7.48063e-05 7.53222e-05 7.38369e-05 5.04666e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.24333999999999997 -1.0000000180025095e-35 -0.11399999999999998 -0.092424999999999993 0.086635000000000004 0.088010000000000019 -0.053439999999999994 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 -7 -6 -9
right_child=1 -3 3 4 5 6 -8 9 -10 -11
leaf_value=-0.014766692522398431 -0.021258725026747645 0.021544188232141211 -0.01614180164946381 0.022557504157820145 0.0074756472167663351 -0.01874964611320163 0.029480779643752897 0.02488209454514001 -0.027020598175167485 -0.0031632742884344341
leaf_weight=0.0010268237425818871 0.0010184446330978791 0.001202550670771821 0.0010056720085018763 0.0012276998982952312 0.0010770475822097407 0.0014413492514790439 0.0010549032349787954 0.0011920944146902536 0.0014637355719717216 0.0013895055692663488
leaf_count=192 194 223 157 399 388 982 619 430 169 157
internal_value=0 0.0011231 -0.00113599 0.000944184 0.00288656 -0.000283303 0.00577823 -0.000437085 -0.0123975 0.00978712
internal_weight=0 0.012073 0.0108705 0.00985201 0.00884634 0.00761864 0.00507785 0.00402295 0.00254078 0.0025816
internal_count=3910 3718 3495 3301 3144 2745 2188 1569 557 587
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=9
num_cat=0
split_feature=52 160 133 160 49 13 13 3
split_gain=2.73736e-05 5.89283e-05 4.93599e-05 4.92369e-05 5.8166e-05 4.63399e-05 0.00010042 5.46043e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.026849999999999995 -0.047894999999999993 -0.16277999999999995 -0.077154999999999987 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4 -7 -8
right_child=1 2 5 4 -6 6 7 -9
leaf_value=0.025508768309343025 -0.020822895764316247 -0.016780338919440634 -0.013347902361779067 0.014888131582584048 -0.011707032620411523 0.03518400712355018 -0.011816815843990953 0.01310324957374359
leaf_weight=0.0010269453301394566 0.0015790447482131199 0.0013383172856936843 0.0011596463358212496 0.0015146232636419029 0.0017992819856989387 0.0011130805539498845 0.0017476232254384906 0.0017696476205433182
leaf_count=244 924 742 105 230 716 244 516 189
internal_value=0 -0.00334397 0.000527918 0.00637704 0.00044831 0.0045286 0.00900567 0.000721239
internal_weight=0 0.00870736 0.00712832 0.00434085 0.00331391 0.00579 0.00463035 0.00351727
internal_count=3910 2720 1796 1190 946 1054 949 705
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=10
num_cat=0
split_feature=52 133 43 40 0 2 3 1 4
split_gain=2.28682e-05 4.40746e-05 3.77257e-05 5.36548e-05 7.86962e-05 8.66067e-05 9.19107e-05 6.62819e-05 7.59031e-05
threshold=0.16064500000000001 -0.090054999999999982 0.0016850000000000001 -0.011859999999999997 -0.014809999999999999 0.11230000000000001 0.094625000000000015 0.086560000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.018065330451884225 -0.013515663090054524 0.022593275725135253 0.017611611667011532 0.014449355923014471 -0.027547759395140745 -0.019835245197545148 0.031691665607021594 -0.027490454088509614 0.007287473687833064
leaf_weight=0.0010780365833502137 0.0011571430549332492 0.0010000512426082782 0.0015436820038922062 0.0019767248732995438 0.0010471007123238887 0.0014713627024183166 0.0012216220219482925 0.0012501435165274593 0.0012601193312970346
leaf_count=500 475 348 304 1179 263 287 97 357 100
internal_value=0 0.00121275 0.00314227 0.000721571 -0.00193707 0.0017979 0.00737372 0.000752949 -0.0100324
internal_weight=0 0.0118488 0.0107708 0.00922712 0.00822707 0.00717997 0.00570861 0.00448699 0.00251026
internal_count=3910 3435 2935 2631 2283 2020 1733 1636 457
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=12
num_cat=0
split_feature=457 4 15 2 52 43 4 4 2 52 160
split_gain=5.14384e-05 7.24434e-05 0.000114114 0.000104436 4.87911e-05 0.000147441 7.79069e-05 0.000132983 7.64839e-05 0.000107002 5.88239e-05
threshold=-0.066264999999999991 0.15927500000000003 0.090505000000000016 0.11230000000000001 -0.088354999999999989 -0.074254999999999988 -1.0000000180025095e-35 -0.064054999999999987 0.088895000000000016 0.10433000000000002 0.088095000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 8 -6 -10 -8
right_child=1 3 -4 -5 6 -7 10 -9 9 -11 -12
leaf_value=-0.00042976407279609686 0.00019463047959684555 0.00057594577503915602 -0.00066668028405960809 -0.00012076907687107511 0.00034908479989702442 -0.00076669584713500219 -0.00045098736374533807 0.00083056460177464758 -0.00065448185689557354 0.00024870240576979976 0.00016315160096834006
leaf_weight=0.0010231099852442182 0.0014076025582125313 0.001924800404458576 0.0010498601463727079 0.0014505538774486904 0.0018550261278109312 0.0010871216031698755 0.0014268775661240816 0.0011136706762079817 0.0010078431990134251 0.0010094106921009535 0.0010342582097643462
leaf_count=292 324 279 669 279 693 322 407 426 115 46 58
internal_value=0 2.52766e-05 -5.18801e-05 0.000276534 1.30431e-05 -0.000224285 9.25465e-05 0.000233449 6.1718e-05 -0.000202539 -0.000192904
internal_weight=0 0.014367 0.0109917 0.00337535 0.00994181 0.00249472 0.00744709 0.00498595 0.00387228 0.00201725 0.00246114
internal_count=3910 3618 3060 558 2391 646 1745 1280 854 161 465
is_linear=0
shrinkage=0.00196078


Tree=3893
num_leaves=11
num_cat=0
split_feature=457 16 15 47 48 15 15 4 457 3
split_gain=2.29628e-05 4.61354e-05 6.08006e-05 8.02625e-05 6.04477e-05 8.9869e-05 7.8599e-05 8.00017e-05 5.359e-05 5.33775e-05
threshold=-0.0034949999999999994 -0.49150499999999991 -0.14097499999999996 0.10783500000000001 0.016865000000000002 -0.0063699999999999989 0.088615000000000013 -0.08422499999999998 0.085230000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 -6 -7
right_child=1 2 3 -5 8 6 -8 -9 -10 -11
leaf_value=-0.014482584658846671 0.01806089073739171 -0.023150247136708213 -0.031864023174276265 0.026196507473689786 0.026961587705627146 -0.022369183626809758 -0.024351647988701031 0.022435032389293712 -0.0041606643451427387 0.0093753010257340182
leaf_weight=0.0010216017797126222 0.0014196730815838896 0.0011216852988907332 0.0011827929504906708 0.0011529606851424798 0.001163181438957132 0.0010946087642164776 0.0011228567842695822 0.0016337458283105172 0.0010551802342143356 0.0010263485476379355
leaf_count=316 311 368 652 154 309 467 793 345 84 111
internal_value=0 0.00113637 -0.00114037 0.00147721 -0.0019654 -0.00713523 -0.00113857 0.00580338 0.0121581 -0.00700777
internal_weight=0 0.011973 0.0105534 0.00943168 0.00827871 0.00606035 0.00487756 0.0037547 0.00221836 0.00212096
internal_count=3910 3594 3283 2915 2761 2368 1716 923 393 578
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=14
num_cat=0
split_feature=484 403 52 49 151 52 52 51 133 151 47 2 2
split_gain=0.000120603 0.00010087 0.000110102 0.00010422 0.000212027 0.000140346 0.000179018 0.000168766 0.000145857 0.000136184 0.000171688 0.000127853 7.92246e-05
threshold=-0.0043499999999999988 0.096520000000000009 0.16064500000000001 -0.14917999999999998 0.056555000000000001 -0.048794999999999991 -0.088354999999999989 -0.095859999999999987 -1.0000000180025095e-35 -0.0008699999999999999 0.09550500000000002 0.083585000000000007 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -7 -10 11 -11 -13
right_child=1 -3 -4 4 -6 8 -8 -9 9 10 -12 12 -14
leaf_value=-0.00062991345394984241 0.00071797683461100438 -0.00056619737188091555 -0.00051224852157862142 0.0006505454225884281 -0.00071521222272700113 -0.00066493925950557493 0.00093912689487438768 -0.0003790446650598912 -0.00046243859537160284 -0.00052034045433845618 0.00090737375367272986 0.00054269475160954373 -0.00012227370628498953
leaf_weight=0.0011285711936294988 0.0010426861991211832 0.0010110258159841913 0.001139367336628728 0.0011602628976394255 0.0011893065830500078 0.0011012562760129825 0.0016724657457095641 0.001295559251209106 0.001287147108048085 0.0010796518739240564 0.0011792266765935054 0.0016911878343415455 0.0011622257125114938
leaf_count=612 88 275 360 261 140 600 250 339 208 272 85 279 141
internal_value=0 3.32721e-05 7.36764e-05 0.000121839 7.33473e-05 0.000153994 0.000444346 0.000107389 -5.81188e-06 0.000107615 0.00025114 5.43857e-05 0.000271846
internal_weight=0 0.0160114 0.0150003 0.013861 0.0128183 0.011629 0.00412829 0.00245582 0.0075007 0.00639944 0.00511229 0.00393307 0.00285341
internal_count=3910 3298 3023 2663 2575 2435 850 600 1585 985 777 692 420
is_linear=0
shrinkage=0.00196078


Tree=3895
num_leaves=13
num_cat=0
split_feature=49 158 151 150 151 157 16 42 43 47 4 15
split_gain=5.79448e-05 8.52259e-05 9.94396e-05 0.000133837 6.64774e-05 5.22879e-05 6.11971e-05 0.000118246 0.0001174 8.31614e-05 8.39625e-05 0.000132595
threshold=-0.14750499999999997 1.0000000180025095e-35 0.056555000000000001 0.089155000000000012 -0.084764999999999993 -1.0000000180025095e-35 0.18936500000000003 0.091330000000000008 -0.074254999999999988 0.09550500000000002 -0.0025899999999999994 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 -8 10 11 -7
right_child=1 -3 -4 -5 5 6 8 -9 -10 -11 -12 -13
leaf_value=0.00028545340198997561 -0.00062505430663604663 -0.00072858536747567317 -0.00071798622626206355 0.00058066880806465935 -0.00049487163103438319 0.00055868067542437798 0.00071957603192191865 -0.0007532130511359791 -0.00020670538642719038 0.00044981629453759323 -0.00046618216900110645 -0.00036671197664194069
leaf_weight=0.0010436363427113885 0.0010722033350532645 0.0010577950511412347 0.0010840424461299311 0.0010220905276714176 0.0011939380323049654 0.0011689356435917995 0.0010013450489918981 0.0010516153343687294 0.0011083573147278045 0.0010881461294481726 0.0018883777511236642 0.0012130795982455106
leaf_count=143 267 471 128 231 452 265 100 505 175 139 309 725
internal_value=0 -0.000193539 -0.000149639 -9.74617e-05 -0.000161722 -0.00011058 -5.67264e-05 -0.000152062 0.000232943 -3.4086e-05 -0.00015739 8.74096e-05
internal_weight=0 0.0139499 0.0128921 0.0118081 0.010786 0.00971379 0.00851986 0.00641015 0.0021097 0.00535854 0.00427039 0.00238202
internal_count=3910 3767 3296 3168 2937 2670 2218 1943 275 1438 1299 990
is_linear=0
shrinkage=0.00196078


Tree=3896
num_leaves=9
num_cat=0
split_feature=3 1 15 16 52 403 2 47
split_gain=2.46898e-05 4.32378e-05 6.26141e-05 5.32579e-05 7.08879e-05 4.96217e-05 6.82173e-05 4.58051e-05
threshold=-0.15464999999999998 0.090355000000000005 -1.0000000180025095e-35 -0.27337499999999998 -0.074484999999999982 0.084685000000000024 0.091525000000000009 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -4 -6
right_child=1 3 5 4 7 -7 -8 -9
leaf_value=0.013753570995902532 -0.022774555579166432 -0.012197201582021174 -0.025769968270950225 -0.0065183571479741076 0.030095973408160299 0.018058549485742387 0.0054026157699542735 0.0045761160503771442
leaf_weight=0.0011502628981337809 0.0018771919394055606 0.0014748327625727364 0.0011863173229246177 0.0017027801432459477 0.0016511764042885691 0.0010480378934727211 0.0017196393704838053 0.0012252134047616506
leaf_count=259 1114 323 765 349 432 201 311 156
internal_value=0 -0.00158977 -0.00773547 0.00432975 0.00965266 -0.000595541 -0.00732317 0.0192257
internal_weight=0 0.0118852 0.00583119 0.006054 0.00457917 0.00395399 0.00290596 0.00287639
internal_count=3910 3651 2391 1260 937 1277 1076 588
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=10
num_cat=0
split_feature=133 133 3 43 16 1 16 1 43
split_gain=2.45443e-05 4.07161e-05 3.49144e-05 0.000102586 5.13959e-05 6.81039e-05 8.23928e-05 6.13516e-05 3.49932e-05
threshold=0.10599500000000002 0.083815000000000014 -0.100615 -0.079374999999999987 -0.19424999999999998 0.094485000000000013 -0.088144999999999987 0.11215000000000001 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 6 -6 -7 -1
right_child=-2 -3 3 4 5 7 -8 -9 -10
leaf_value=0.022368723918895172 -0.015104305897861279 0.016348911471150394 -0.032279044672637619 -0.015520462403102429 0.012457231173850621 0.0361339288182407 -0.020523149145345993 0.0033938071573465546 -0.0019631763865655331
leaf_weight=0.0011175515646651619 0.0010199157189611776 0.0015199282449508298 0.0011274932843031186 0.0015951547818778911 0.0014371257969145658 0.0010231961276488679 0.0016017594218511123 0.0012989736147587031 0.001254605019830097
leaf_count=166 557 711 406 257 351 179 781 215 287
internal_value=0 0.00105567 -0.00116745 -0.00429777 0.000237555 0.00492627 -0.00492633 0.0178198 0.00949988
internal_weight=0 0.0119758 0.0104559 0.0080837 0.00695621 0.00536105 0.00303889 0.00232217 0.00237216
internal_count=3910 3353 2642 2189 1783 1526 1132 394 453
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=13
num_cat=0
split_feature=484 42 50 15 43 52 15 52 52 0 0 2
split_gain=7.47004e-05 6.84276e-05 9.79808e-05 6.92003e-05 0.000114619 0.000173327 8.18252e-05 7.45983e-05 0.000138235 0.000125845 8.87549e-05 5.64648e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.088160000000000002 -0.106555 0.12512500000000001 0.10898500000000001 -0.19153499999999998 0.06136500000000001 -0.068164999999999989 -0.10209999999999998 -0.11077499999999998 0.085005000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 7 -2 8 10 -10 -5 -12
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.00052530448588357023 -9.8141433065366182e-05 -0.00045683424523762679 0.0006192002144513694 0.00045030397864113779 0.00050666690372421039 -0.00090005442045753105 0.00061770175491631264 0.00033471929473747513 -0.00091255208105669571 -7.6791550590698228e-05 0.00017511779625734348 -0.00046436827222969809
leaf_weight=0.0010432348055977444 0.0011033771834374146 0.0010859638192173898 0.0010878943241738699 0.0016461621932112582 0.0011973099928677807 0.0010208736829914805 0.001383944557947726 0.0016124317457010384 0.0013011041954350683 0.0014812760240848189 0.0010247820820409983 0.0011013952461354421
leaf_count=612 305 402 365 125 123 252 174 471 146 375 165 395
internal_value=0 1.7267e-05 5.41464e-05 6.39251e-06 -6.39642e-05 -0.000138324 0.000300153 -4.31099e-05 -0.000136054 -0.000467612 0.000108494 -0.000156147
internal_weight=0 0.0150465 0.0139606 0.0128727 0.0103853 0.00918803 0.00248732 0.00816715 0.00655472 0.00278238 0.00377234 0.00212618
internal_count=3910 3298 2896 2531 2052 1929 479 1677 1206 521 685 560
is_linear=0
shrinkage=0.00196078


Tree=3899
num_leaves=11
num_cat=0
split_feature=48 4 12 3 2 42 2 3 16 4
split_gain=2.26169e-05 5.49219e-05 5.16633e-05 7.59012e-05 5.49791e-05 4.52203e-05 7.34394e-05 0.000113645 4.21458e-05 1.08818e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 -0.088669999999999985 0.086545000000000025 -0.078884999999999997 -0.089559999999999987 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8 -9
right_child=-2 -3 3 -5 -6 6 8 9 -10 -11
leaf_value=-0.02130029443977717 -0.014533983473033904 0.020518898395605611 0.02100590593061951 0.021529347033480507 -0.017966395047520355 -0.039246377472319363 0.027122360873659903 0.0090031824631198951 -0.0011443480702875376 -0.0056735603941105266
leaf_weight=0.0011565415213672147 0.0010155566674152393 0.0012878138359805969 0.0010152648643536053 0.001524879521907504 0.0018431945796576043 0.001020124724839529 0.0010006702020849152 0.0010149125396661895 0.0011154689276073361 0.0010058263266548712
leaf_count=275 161 388 317 130 692 805 196 241 589 116
internal_value=0 0.00100872 -0.00134014 0.00107956 -0.00281086 0.00171497 -0.00208286 -0.0120378 0.0122223 0.00169781
internal_weight=0 0.0119847 0.0106969 0.00954034 0.00801546 0.00617227 0.005157 0.00304086 0.00211614 0.00202074
internal_count=3910 3749 3361 3086 2956 2264 1947 1162 785 357
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=13
num_cat=0
split_feature=133 40 48 50 4 16 52 457 2 1 15 2
split_gain=5.862e-05 8.89505e-05 7.7581e-05 9.66631e-05 9.73291e-05 8.18034e-05 0.000104294 8.96889e-05 0.000120102 8.07764e-05 4.64822e-05 1.98111e-05
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 0.086465000000000014 0.15927500000000003 -0.094359999999999986 0.096170000000000019 0.083585000000000007 0.085355000000000014 0.11198000000000001 -0.017214999999999998 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 10 -6 -7 -10
right_child=-2 2 -4 -5 9 6 -8 -9 11 -11 -12 -13
leaf_value=0.00057449727824361238 -0.000455525391411311 -0.00039309624633965988 -0.00053948490276624795 -0.0005491131536673261 0.00013358703458732848 -0.00012138037409180927 0.00063761007772000517 0.00048201253058920569 -0.00070480214243849083 0.00083670619550493526 0.00043777365679141132 -0.00031566825582101087
leaf_weight=0.0010387139757086503 0.0010615090307779925 0.0018352357018161436 0.0010251249223583161 0.0010380262366089061 0.0016364019051175731 0.0011903796095182051 0.0010621750545039806 0.0010386071847860653 0.0010022183875629488 0.0010195796855912603 0.0010995760197985687 0.0010098171234751386
leaf_count=253 545 259 118 521 187 176 278 156 475 224 358 360
internal_value=0 2.2406e-05 -2.18526e-05 2.26191e-05 7.70962e-05 -2.81385e-05 7.64698e-05 -3.51336e-05 -0.000159985 0.000403501 0.000147111 -0.0005095
internal_weight=0 0.0139959 0.0129571 0.011932 0.010894 0.00823801 0.00640277 0.0053406 0.00430199 0.00265598 0.00228996 0.00201204
internal_count=3910 3365 3112 2994 2473 2062 1803 1525 1369 411 534 835
is_linear=0
shrinkage=0.00196078


Tree=3901
num_leaves=9
num_cat=0
split_feature=3 1 15 2 43 52 0 3
split_gain=2.30146e-05 3.69741e-05 8.13436e-05 4.25352e-05 3.96576e-05 0.000132069 7.32835e-05 3.43113e-05
threshold=-0.15464999999999998 0.085990000000000011 -1.0000000180025095e-35 0.11462500000000002 -0.074254999999999988 -0.072349999999999984 -0.13870499999999999 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 -4
right_child=1 3 7 -5 5 6 -8 -9
leaf_value=0.013253661470773632 -0.030257966715747077 0.011097104106943818 -0.0089790938580162453 0.017152114359010175 -0.037370835602987616 0.022722796022946273 -0.010285995594871644 0.011370008734510105
leaf_weight=0.0011590909917358902 0.0012510122459903489 0.0017802659042977301 0.0019737390662765606 0.0016371208696153109 0.0010377658586424579 0.0012226685073592764 0.0014949501759302195 0.0014281665963585453
leaf_count=259 1019 464 987 369 157 101 429 125
internal_value=0 -0.0015118 -0.00845431 0.00299174 -0.00119606 -0.00702372 0.0045648 -0.000436262
internal_weight=0 0.0118257 0.00465292 0.00717277 0.00553565 0.00375538 0.00271762 0.00340191
internal_count=3910 3651 2131 1520 1151 687 530 1112
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=10
num_cat=0
split_feature=159 1 484 49 151 4 16 133 52
split_gain=2.66188e-05 3.20081e-05 4.67461e-05 6.2319e-05 0.000105268 8.64536e-05 8.27728e-05 7.8706e-05 6.9789e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.084225000000000008 -0.081629999999999994 -0.0088999999999999982 0.15927500000000003 -0.092424999999999993 0.084760000000000016 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.014540901509641269 0.015934793440179264 0.017315194157576198 0.017922743474956381 -0.031599659908541668 -0.030331427047145816 0.022472764674258086 -0.0037656491308235038 -0.024116722964988895 0.027129867804174635
leaf_weight=0.0011732380093340622 0.0014898050976833261 0.0011225505650919081 0.0012267333552002145 0.0013671366664121014 0.0011574612804245103 0.0012578931643700917 0.0019507831174698162 0.0010257496357914614 0.0011694174407750717
leaf_count=633 227 298 317 369 339 176 666 483 402
internal_value=0 0.00125478 -0.00043885 -0.00283046 -0.00635657 -0.00109683 -0.0066872 -8.62393e-05 0.00781366
internal_weight=0 0.0117675 0.010645 0.00941825 0.00792844 0.0065613 0.00530341 0.00414595 0.0031202
internal_count=3910 3277 2979 2662 2435 2066 1890 1551 1068
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=13
num_cat=0
split_feature=11 3 124 0 13 43 42 49 151 16 1 2
split_gain=8.23411e-05 7.68239e-05 7.92674e-05 5.77736e-05 0.000175974 0.000117781 0.000103067 0.000195659 0.00020251 0.000208504 0.000154272 3.99523e-05
threshold=0.08184000000000001 -0.15002999999999997 -0.048219999999999992 -0.053834999999999994 -0.089189999999999978 0.0033500000000000005 0.091145000000000018 -0.07107999999999999 -0.044604999999999992 -0.083144999999999983 0.08844500000000001 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 -9 10 -10 -11
right_child=-2 2 3 4 -6 -7 -8 8 9 11 -12 -13
leaf_value=0.00053052406536759533 -0.00054800089200726426 0.00047807140511319077 -0.00068192702341707842 0.00031735698312395516 -0.00069130187585781527 -0.00054779029225820216 0.00063792406796623702 -0.00062786520151128815 0.00028277865068323149 0.00015610571634648844 0.0012688147075732962 -0.00033342910294348088
leaf_weight=0.0010610234886649977 0.0010423664590664709 0.0011404569364139401 0.0013045035553142141 0.0010712421499067637 0.0017535477363928987 0.0012698557513875367 0.0011512996839411387 0.0010516473735420907 0.0013583342906638 0.0013750239059662638 0.0011073884260448322 0.0012006435819242175
leaf_count=137 224 309 176 62 317 543 437 316 424 517 121 327
internal_value=0 2.21159e-05 -1.7019e-05 -6.16767e-05 -0.000308789 9.41636e-06 9.21845e-05 7.2496e-06 0.000154801 0.000318067 0.00072562 -7.20902e-05
internal_weight=0 0.014845 0.0137839 0.0126435 0.00282479 0.0098187 0.00854884 0.00739754 0.00609304 0.00504139 0.00246572 0.00257567
internal_count=3910 3686 3549 3240 379 2861 2318 1881 1705 1389 545 844
is_linear=0
shrinkage=0.00196078


Tree=3904
num_leaves=13
num_cat=0
split_feature=484 156 1 0 15 4 151 2 1 15 16 1
split_gain=8.25836e-05 6.65701e-05 6.97447e-05 0.000163375 7.10987e-05 0.000164317 9.22398e-05 0.000160961 7.82735e-05 4.70132e-05 8.16481e-05 3.19538e-05
threshold=-0.0043499999999999988 0.091280000000000014 0.076710000000000014 -0.087614999999999985 0.024640000000000006 -1.0000000180025095e-35 -0.0095999999999999992 1.0000000180025095e-35 0.11561500000000001 0.085120000000000015 0.18936500000000003 0.091440000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 11 -7 8 -8 10 -5 -4
right_child=1 -3 4 9 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00053942422515672827 -0.00066241350957903082 -0.0004501617208232388 0.00048799136439523291 -0.0004057212511542234 -0.00018811646798806041 -0.00040039863854013027 -0.00050150265952425522 0.00068508904831034677 0.00024925771725764457 0.00043392950192185136 0.0002941589635172768 0.00097359064575485192
leaf_weight=0.001028937364294707 0.0014728705993115516 0.0010141270205068142 0.0010661492707058971 0.0012262363984827432 0.0016572694631422531 0.0012138049044947432 0.0010876375966202001 0.0016305329759331954 0.0010487284699021073 0.0011722151080977164 0.0013424302870215944 0.001018868172855548
leaf_count=612 450 322 116 398 447 146 115 218 133 553 144 256
internal_value=0 3.48704e-05 7.01645e-05 -0.000109252 0.000177402 0.000263135 6.96699e-05 0.00022114 -0.000132959 0.00010854 -3.99516e-05 0.000725285
internal_weight=0 0.0149509 0.0139367 0.00521375 0.00872299 0.00706572 0.0049807 0.0037669 0.00213637 0.00374088 0.00256867 0.00208502
internal_count=3910 3298 2976 1545 1431 984 612 466 248 1095 542 372
is_linear=0
shrinkage=0.00196078


Tree=3905
num_leaves=13
num_cat=0
split_feature=11 3 3 43 43 133 1375 49 13 3 2 2
split_gain=7.53624e-05 6.97773e-05 6.70045e-05 7.95221e-05 9.86688e-05 0.00014613 6.29334e-05 8.60613e-05 8.109e-05 0.000149324 0.000130839 3.58217e-05
threshold=0.08184000000000001 -0.10628499999999998 -0.084129999999999996 -0.057994999999999998 -0.079374999999999987 0.083815000000000014 -0.012944999999999998 -0.00064499999999999985 -0.014114999999999997 0.092005000000000017 0.097940000000000013 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 -4 -5 -8 10 -10 -9 -1
right_child=-2 2 3 6 -6 -7 7 8 9 -11 -12 -13
leaf_value=8.5101130499442101e-05 -0.00052364102626980776 -0.00047211033702249827 -0.00044225925786174961 0.00033286150606804662 0.00078213668721261852 0.0005809584642310307 -0.0005833404939092965 -0.00083392928859995119 0.00053297100118084983 -0.00033675936638300977 0.0001073353458699797 0.00058590381900558495
leaf_weight=0.0010454963994082928 0.0010244365185332329 0.0011944265306265316 0.0011352636801035471 0.0011688365118215647 0.0010183974621474521 0.0010176186000242194 0.0014508818104110466 0.0010511703881691315 0.0017756483319048451 0.0013255233794922661 0.0012346399097176793 0.0011566181182667409
leaf_count=171 224 875 283 52 369 373 214 567 273 132 250 127
internal_value=0 2.65522e-05 -3.06855e-05 1.64831e-05 0.000279269 4.13925e-05 -8.76006e-05 -0.000159473 -4.53119e-05 0.000161225 -0.000325522 0.000348138
internal_weight=0 0.0145745 0.0123724 0.011178 0.00317128 0.00215288 0.0080067 0.00683786 0.00538698 0.00310117 0.00228581 0.00220211
internal_count=3910 3686 3388 2513 1025 656 1488 1436 1222 405 817 298
is_linear=0
shrinkage=0.00196078


Tree=3906
num_leaves=12
num_cat=0
split_feature=11 3 159 52 4 42 15 2 1 2 16
split_gain=7.80927e-05 5.98206e-05 6.50923e-05 6.98518e-05 8.80529e-05 8.30218e-05 0.000115972 0.00011886 0.000144308 7.29766e-05 7.16805e-05
threshold=0.08184000000000001 -0.14218999999999996 0.09141500000000001 0.16064500000000001 -0.082054999999999975 0.091330000000000008 0.024640000000000006 0.11230000000000001 0.095575000000000007 0.086545000000000025 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 8 9 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00047407581319128863 -0.0005380708806205077 0.0006438952101444071 -0.0004789836389780978 -0.00044468235809770926 -0.00051217538417130362 0.00036083649626147285 -0.00067206539006939249 -0.00060296325096751845 0.00064434495276989752 0.00013623597645511862 -1.2113416142939336e-05
leaf_weight=0.0010697686427727565 0.0010023807572667335 0.0016383318796155079 0.0010393045690784792 0.0010734399116019101 0.0010889174248858572 0.0017268285721561147 0.0012042337629951218 0.0010095565600440051 0.0014637385090960717 0.0017236569040991027 0.0010513240683435177
leaf_count=165 224 554 409 430 233 530 396 192 217 477 83
internal_value=0 2.83548e-05 -8.26904e-06 3.25669e-05 7.95384e-05 -2.12594e-05 -0.000122924 2.18212e-06 0.000145045 -0.000114803 0.000387477
internal_weight=0 0.0140891 0.0130193 0.01198 0.0109066 0.00821693 0.0064901 0.00528587 0.00427631 0.00281257 0.00268966
internal_count=3910 3686 3521 3112 2682 2045 1515 1119 927 710 637
is_linear=0
shrinkage=0.00196078


Tree=3907
num_leaves=12
num_cat=0
split_feature=42 42 150 151 151 43 16 2 3 4 0
split_gain=7.4605e-05 9.13214e-05 7.81084e-05 0.000136303 0.000115591 0.000115799 0.000106829 0.000102085 9.50905e-05 9.15016e-05 5.70845e-05
threshold=-0.11145999999999999 -0.088669999999999985 0.083205000000000015 -0.051109999999999996 -0.03268999999999999 -0.074254999999999988 0.24895000000000003 0.087995000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 10 7 8 -7 -9 -6
right_child=1 2 3 -5 5 6 -8 9 -10 -11 -12
leaf_value=-0.00052540425986790306 0.00058696035846170149 -0.00065852800772473602 0.00076019149709751432 -0.0001288465717419927 2.3468199410446685e-05 -0.0007766961665599619 -0.00072834105145682781 0.0005091920334256442 2.3281214772683446e-05 -0.0001383710855243354 0.00056975960441305311
leaf_weight=0.0010046904263392329 0.0010399383918557872 0.0012192730278087075 0.0012402365569113534 0.0014245819143574954 0.0014202290546597388 0.0011301616795388898 0.0010689577278940017 0.0015761909756339153 0.0011551921622571177 0.0017935356155513199 0.001525144866011025
leaf_count=229 251 289 286 176 607 749 266 391 103 332 231
internal_value=0 2.69974e-05 -1.59677e-05 0.000284922 -8.96052e-05 -1.78664e-05 -0.000159882 -5.24285e-05 -0.000372327 0.000164527 0.000306343
internal_weight=0 0.0145934 0.0135535 0.00266482 0.0108887 0.00966941 0.00672404 0.00565508 0.00228535 0.00336973 0.00294537
internal_count=3910 3681 3430 462 2968 2679 1841 1575 852 723 838
is_linear=0
shrinkage=0.00196078


Tree=3908
num_leaves=12
num_cat=0
split_feature=47 11 47 43 16 1 3 2 15 12 52
split_gain=8.39172e-05 8.28752e-05 0.000109385 9.90912e-05 0.000141079 7.60491e-05 0.00019819 0.000143039 8.51174e-05 0.00014014 6.91153e-05
threshold=0.13177500000000003 0.08184000000000001 0.09550500000000002 -0.17307499999999998 0.15737500000000001 0.094485000000000013 0.11265500000000002 0.081110000000000015 -0.0071449999999999994 0.084475000000000008 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 10 -10 -9
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=0.00047297601010239576 -0.00054016756942191959 -0.00050051230870079056 0.0005411964263544901 -0.00072715698426647677 -0.00055580963438280181 0.00083512025599550514 -0.0001920298063358341 8.8505787584846685e-05 0.00086620847047273655 -3.3504340779205977e-05 -0.00060419358495944269
leaf_weight=0.0015226498186455125 0.0010738985910727561 0.0010655247583202581 0.0016493689700452967 0.0010927871490766404 0.0018425850074957522 0.001390969031919732 0.001502215714681012 0.001178169579432134 0.0010043570334703649 0.0019733896502664365 0.0010449682591502727
leaf_count=222 84 219 288 397 363 459 192 194 181 801 510
internal_value=0 2.68999e-05 6.64712e-05 4.09142e-06 -6.06396e-05 3.86754e-05 0.000301798 -8.22812e-05 5.32173e-05 0.000269958 -0.000237092
internal_weight=0 0.015267 0.0142015 0.0125521 0.0110294 0.00918686 0.00289318 0.00629367 0.00520088 0.00297775 0.00222314
internal_count=3910 3826 3607 3319 3097 2734 651 2083 1686 982 704
is_linear=0
shrinkage=0.00196078


Tree=3909
num_leaves=12
num_cat=0
split_feature=159 3 51 2 43 3 42 49 16 2 0
split_gain=3.42644e-05 3.91074e-05 4.14342e-05 6.70869e-05 6.21601e-05 8.59697e-05 6.26955e-05 5.27195e-05 4.64134e-05 3.93799e-05 4.31357e-05
threshold=-0.034019999999999988 -0.15464999999999998 0.090935000000000016 0.11635500000000001 -0.074254999999999988 -0.076734999999999984 0.08221500000000001 -0.006494999999999999 -0.078844999999999985 0.099990000000000009 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -6 -3 10 -9
right_child=1 2 -4 -5 6 -7 -8 9 -10 -11 -12
leaf_value=-0.017962405437972576 0.019644554922130773 0.0141075470343816 0.018048677286436089 -0.02702602206621367 -0.018280209008734363 0.032613720133154528 -0.028566769431222189 0.010389730901577451 -0.015947858600268861 0.021111387930149127 -0.016789340578977602
leaf_weight=0.0010023597457096732 0.001057925178352047 0.0010148678312171819 0.0010888516198162964 0.0010029023350754005 0.0013061382888537388 0.0011957257274605934 0.0010144191554320907 0.0012879513531927104 0.001040673429121561 0.0010821385759981865 0.0010682851210832738
leaf_count=520 231 224 273 356 142 243 587 123 569 112 530
internal_value=0 0.00127338 -0.000477243 -0.0024918 0.00023904 0.0112934 -0.00600181 -0.00117723 -0.00110882 0.0053197 -0.00193289
internal_weight=0 0.0121599 0.011102 0.0100131 0.0090102 0.00325127 0.00575893 0.00474451 0.00205554 0.00343838 0.00235624
internal_count=3910 3390 3159 2886 2530 1036 1494 907 793 765 653
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=15
num_cat=0
split_feature=47 123 12 50 156 1 0 160 1 1 160 15 16 2
split_gain=9.43198e-05 0.000168085 0.000131147 0.000179106 0.000120209 0.000138342 0.000129397 0.000117304 9.17586e-05 0.000195731 0.000134019 7.86642e-05 0.000134574 2.49705e-05
threshold=0.13177500000000003 1.0000000180025095e-35 -0.0089849999999999982 0.088425000000000017 0.091280000000000014 0.076710000000000014 -0.087614999999999985 0.086110000000000006 0.092550000000000007 0.11561500000000001 -1.0000000180025095e-35 0.088190000000000004 0.18936500000000003 0.10251500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 10 13 -7 12 -8 -10
right_child=-2 -3 3 -5 -6 7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00071449831590746982 -0.00056983536307939737 0.00077658773358786246 -0.000604356857358749 -0.00075751184112025926 -0.00056442582545093581 0.00026619087789229952 -0.0005209669513693985 -0.00017447788821876002 -0.00031375340788025675 0.00086113647698831503 0.0012617972724624914 0.0005497177174148476 0.00036670099308606821 0.00011203569231365185
leaf_weight=0.0010037363753000331 0.0011007033301026542 0.0010640907958009661 0.0014490904323292771 0.0010565042356846374 0.001020170388891537 0.0010207821436687657 0.0013565656661820745 0.0014726491265332252 0.0011249038762957547 0.0012636779115275079 0.001059191999665809 0.0010221751753948494 0.0012726225164064993 0.0010005302505518678
leaf_count=218 84 321 434 619 282 132 550 119 153 166 126 428 153 125
internal_value=0 2.33382e-05 -2.96636e-05 1.90225e-05 8.18299e-05 0.000136578 -0.000108601 0.000316724 0.000448989 0.000250022 0.000773187 8.81462e-05 -9.13034e-05 -0.000113317
internal_weight=0 0.0161867 0.0151226 0.0141189 0.0130624 0.0120422 0.00510045 0.00694174 0.00546909 0.00338911 0.00207997 0.00365136 0.00262919 0.00212543
internal_count=3910 3826 3505 3287 2668 2386 1565 821 702 444 258 1131 703 278
is_linear=0
shrinkage=0.00196078


Tree=3911
num_leaves=11
num_cat=0
split_feature=159 50 3 2 42 2 1 15 3 4
split_gain=2.80032e-05 3.69413e-05 5.43586e-05 0.0001901 5.56247e-05 5.32711e-05 5.66794e-05 5.49831e-05 0.000108805 3.9454e-05
threshold=-0.034019999999999988 0.077805000000000013 0.11265500000000002 0.113945 -1.0000000180025095e-35 0.086545000000000025 0.095155000000000017 -0.029114999999999999 -0.100615 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 9 -9 -7
right_child=1 -3 3 -5 5 7 -8 8 -10 -11
leaf_value=-0.016232191729947238 -0.01325371685305529 0.019536636147380673 0.010791885169004905 -0.047014184193278095 -0.016050945496772787 0.011669853286397906 0.013293033295047772 0.028203933166569706 -0.015124175327800415 0.039341586942741362
leaf_weight=0.0010044443987368848 0.0016903696732209353 0.0010017151385033557 0.0013192142870562193 0.0010002438367961613 0.0016143284723118359 0.0010216162193944361 0.0011114327132917446 0.0010082095616423239 0.0013632531504498668 0.0010395428957612348
leaf_count=520 817 517 112 153 470 226 239 139 444 273
internal_value=0 0.00114029 -0.000509744 -0.0141364 0.00306212 0.00691491 -0.0040859 0.0136797 0.00329644 0.0256261
internal_weight=0 0.0121699 0.0111682 0.00231946 0.00884875 0.00715838 0.00272576 0.00443262 0.00237146 0.00206116
internal_count=3910 3390 2873 265 2608 1791 709 1082 583 499
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 1 151 16 4 3 151 4
split_gain=0.000126796 6.45774e-05 7.89497e-05 7.82689e-05 9.06693e-05 0.000101573 0.000125764 0.000100491 6.08582e-05 0.000100971 9.90581e-05 6.83433e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.099550000000000013 -0.089744999999999978 0.092550000000000007 -0.0060399999999999994 -0.067969999999999989 0.05309500000000001 -0.11266 -0.0074049999999999993 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 9 -6 -11 -12
right_child=1 -3 3 -5 5 6 7 -9 -10 10 11 -13
leaf_value=-0.00068192069680887127 0.00060150930817013564 -0.00042518643555523644 -0.00041725291770866569 -0.00047735198671743122 0.00073465394563232845 -0.00067508361572286 0.00047665568000422755 -0.00022472338840470409 0.00072450586924080506 0.00056141195917288559 0.00010524551779766535 -0.00054802240165564039
leaf_weight=0.0010159341876412971 0.0010017599733763158 0.0010856063874936815 0.0012657944188604444 0.0010711881204611062 0.0010892746071021727 0.0010634222380062341 0.0014808783931417211 0.0016722581210713607 0.0010938630994702728 0.0010502322699052075 0.0015569962447330732 0.0010184425741809184
leaf_count=612 248 472 312 135 96 166 266 317 137 172 472 505
internal_value=0 3.47251e-05 7.20851e-05 2.91842e-05 7.72391e-05 0.000139673 -9.19767e-05 0.000104681 0.000307826 0.000211156 5.38798e-05 -0.000153086
internal_weight=0 0.0144497 0.0133641 0.0123624 0.0112912 0.0100254 0.00421656 0.00315314 0.00580881 0.00471495 0.00362567 0.00257544
internal_count=3910 3298 2826 2578 2443 2131 749 583 1382 1245 1149 977
is_linear=0
shrinkage=0.00196078


Tree=3913
num_leaves=10
num_cat=0
split_feature=4 43 13 4 1 12 2 1 15
split_gain=3.20233e-05 6.01919e-05 7.213e-05 3.89741e-05 5.60386e-05 5.08576e-05 4.79548e-05 6.6531e-05 3.46638e-05
threshold=-0.49837999999999999 -0.24333999999999997 0.019675000000000002 -0.082509999999999986 0.077800000000000022 0.088885000000000006 0.089910000000000004 0.11167500000000001 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -8 -6
right_child=1 2 -4 4 6 -7 7 -9 -10
leaf_value=-0.017290129166774842 -0.020658559241580762 0.013639193949309365 0.028202002104557696 -0.031745180322317372 -0.014895252885806466 -0.00028766396298359349 0.026224375791164656 -0.0033159700831793103 0.0077050405755916974
leaf_weight=0.0010093705266557571 0.0011368857555836909 0.001923301704107404 0.0010682488640052041 0.0010564167357912989 0.0018250147051232487 0.0010008186798413094 0.0015255980568325384 0.0015240731861989535 0.0010804199484472565
leaf_count=176 199 547 365 718 363 619 182 285 456
internal_value=0 0.00124731 0.00351055 0.000855802 -0.00221275 -0.0164415 0.00270267 0.0114616 -0.00649107
internal_weight=0 0.0121408 0.0110039 0.00993564 0.00801234 0.00205724 0.00595511 0.00304967 0.00290543
internal_count=3910 3734 3535 3170 2623 1337 1286 467 819
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=11
num_cat=0
split_feature=11 133 484 0 42 0 160 151 43 1
split_gain=8.9507e-05 7.61823e-05 0.000101436 0.000123655 0.000118759 9.66267e-05 8.76243e-05 9.00343e-05 8.0829e-05 5.9578e-05
threshold=0.08184000000000001 0.10681500000000001 0.088645000000000015 -0.017269999999999997 -1.0000000180025095e-35 -0.23129999999999998 0.094340000000000021 -0.024429999999999997 -0.0031199999999999995 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -9 -10
right_child=-2 -3 -4 -5 5 6 -8 8 9 -11
leaf_value=-0.00046346292579050431 -0.00057036748467191221 -0.00046957540422953739 -0.00052864642765012887 0.0005757807521134398 -0.00045351332027577796 0.00070544945844614024 -0.0003222994482027102 0.00046891527308682836 -0.00024766315852701017 0.00028351338970880759
leaf_weight=0.0015765856413625249 0.0010345836973153612 0.0010997381476192348 0.0010152173868308032 0.0019037868228925945 0.0010015693159332083 0.0014691703003953151 0.0010939579230869736 0.0020049879356930133 0.0019703789753458649 0.0013807179078787462
leaf_count=783 224 539 294 261 95 335 208 669 340 162
internal_value=0 2.65652e-05 6.72338e-05 0.000116015 3.2633e-05 0.000120309 0.000192882 0.000275456 0.000157509 -2.8808e-05
internal_weight=0 0.0145161 0.0134164 0.0124012 0.0104974 0.00892078 0.00791921 0.00682526 0.00535608 0.0033511
internal_count=3910 3686 3147 2853 2592 1809 1714 1506 1171 502
is_linear=0
shrinkage=0.00196078


Tree=3915
num_leaves=13
num_cat=0
split_feature=484 52 12 12 3 1 2 133 0 52 1 15
split_gain=0.000107111 9.32137e-05 9.9232e-05 8.32026e-05 0.000102691 0.000120113 0.000113964 7.52261e-05 5.21749e-05 0.000107566 0.000124724 2.55403e-05
threshold=-0.0043499999999999988 -0.062489999999999997 0.10852500000000001 0.098180000000000003 0.090325000000000003 0.095575000000000007 0.085155000000000022 1.0000000180025095e-35 -0.14867499999999997 -0.27466499999999994 0.087480000000000016 -0.098459999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 6 -3 -8 -2 -10 -11 -6
right_child=1 2 -4 -5 11 -7 7 -9 9 10 -12 -13
leaf_value=-0.00059596915414698956 -3.5739838405225167e-05 -0.00052030561543702533 -0.00064680980159925522 0.00050626083170998237 -0.00067474887222596265 0.00054160505414384329 0.00036337594343587113 -0.00024383223238055317 -6.731825615349484e-05 0.00018467065388285927 0.0011103734652951683 -0.00024489736836815824
leaf_weight=0.0011398737639866331 0.0017998318648934537 0.0016594382551125128 0.0010698865566540561 0.0010406313744000953 0.0010348876733382367 0.0014403714064298761 0.0018934260808971372 0.0013392775168437898 0.001333211781657912 0.0011474038431936121 0.001092297087866281 0.0010923982097672674
leaf_count=612 82 635 192 193 126 259 421 401 363 211 299 116
internal_value=0 2.62083e-05 -8.06819e-05 -1.69277e-05 -8.12845e-05 4.39263e-05 -0.000102603 0.000111816 0.000236504 0.000373645 0.000636134 -0.000454013
internal_weight=0 0.0159431 0.0105703 0.00950043 0.0084598 0.00633251 0.00489214 0.0032327 0.00537274 0.00357291 0.0022397 0.00212729
internal_count=3910 3298 2343 2151 1958 1716 1457 822 955 873 510 242
is_linear=0
shrinkage=0.00196078


Tree=3916
num_leaves=14
num_cat=0
split_feature=484 457 42 133 160 160 2 12 16 0 0 0 3
split_gain=0.000107091 8.17661e-05 8.31862e-05 0.000113708 0.000209639 0.000127927 0.000102952 0.000126575 0.000106184 0.000182257 0.000108725 8.54904e-05 4.99229e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.11145999999999999 -0.090054999999999982 -0.083654999999999993 0.099550000000000013 0.096750000000000017 0.093225000000000016 -0.08286499999999998 -0.06402999999999999 -0.10131499999999999 -0.14733499999999997 -0.077894999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 11 12 10 -10 -8 -6
right_child=1 2 3 4 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00062150373092139072 -0.0004866279697889327 -0.0004678892842083857 -0.00042237659128352634 -0.00064932716381866805 0.0005698964173149149 -0.00036833296710445362 -9.9049603493883115e-05 -0.00043114694803746741 0.00040223117431762052 0.00095848460212373011 -0.00045042553428535506 0.00064487763214551993 0.0011502958376352695
leaf_weight=0.0010187474435740312 0.0010699436211245557 0.0010028181813538867 0.0013384609859237407 0.001059953155809955 0.0012690574470825117 0.0010943838607719641 0.0010035347898774056 0.001220863776160843 0.0011453202476287554 0.0010550457369170999 0.0011545645465788708 0.0014549748685895709 0.0010340354109976439
leaf_count=612 197 201 460 454 316 122 116 262 49 136 573 292 120
internal_value=0 3.55976e-05 7.59902e-05 0.0001185 0.000181497 0.000265916 0.000340252 8.49355e-05 0.000506283 0.000283727 -2.58108e-05 0.000341215 0.000830482
internal_weight=0 0.014903 0.013833 0.0128302 0.0114917 0.0104318 0.0093374 0.00367937 0.00565802 0.00335493 0.00229988 0.00245851 0.00230309
internal_count=3910 3298 3101 2900 2440 1986 1864 670 1194 758 622 408 436
is_linear=0
shrinkage=0.00196078


Tree=3917
num_leaves=11
num_cat=0
split_feature=11 457 48 0 42 0 15 1 2 2
split_gain=3.28012e-05 3.45076e-05 5.19788e-05 9.02096e-05 4.55025e-05 5.15514e-05 0.000139932 0.000164467 9.21921e-05 1.03133e-05
threshold=0.079700000000000007 -0.0034949999999999994 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 -0.083934999999999996 -0.10312999999999999 0.087545000000000026 0.088485000000000022 0.105395
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 -8 -7 -10
right_child=-2 2 3 -5 5 8 7 -9 9 -11
leaf_value=-0.016504016143957641 -0.017036488087061232 0.014372844292663453 -0.0042457897135666396 0.030298005454572209 -0.02786156598064117 -0.037328572667303467 -0.011716689052738751 0.039903912996689855 0.0057119135572790171 -0.0085068330254315372
leaf_weight=0.0010007544957901958 0.0010620304541525049 0.0015131739738488779 0.0014272566648017015 0.0016073699070533057 0.0010104918488166516 0.0011089837189327788 0.0011384455652865316 0.0013480642010645708 0.0010044468479859989 0.0010365405569827907
leaf_count=307 254 404 88 520 190 635 660 188 359 305
internal_value=0 0.001287 0.00287742 0.0140512 -0.00127794 -0.00484082 0.0035174 0.0162695 -0.0141199 -0.00150925
internal_weight=0 0.0121955 0.0111948 0.00303463 0.00816015 0.00664697 0.003497 0.00248651 0.00314997 0.00204099
internal_count=3910 3656 3349 608 2741 2337 1038 848 1299 664
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=13
num_cat=0
split_feature=484 42 156 43 52 12 49 48 12 0 3 15
split_gain=8.06134e-05 8.19116e-05 0.00010245 9.64606e-05 7.72429e-05 9.63451e-05 0.000155142 9.31513e-05 9.08304e-05 6.60272e-05 7.68072e-05 4.30115e-05
threshold=-0.0043499999999999988 -0.11145999999999999 0.090135000000000007 -0.15109999999999998 -0.068164999999999989 0.091475000000000015 -0.0092149999999999992 0.016865000000000002 0.086865000000000012 -0.082709999999999992 0.090325000000000003 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 6 -6 8 11 10 -5 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00054121728016830737 -0.00052035148500252247 0.00056686290905994712 -0.00053892504352923566 -0.00030565338500342256 -0.00062442894586203388 -0.0004446959533276442 0.00013721367609439617 0.00067645496023807704 0.00047609216791657025 0.00063686843227912359 0.00044593611962972726 -0.00038518908728268068
leaf_weight=0.0010473219682464964 0.001000505449026399 0.0015480863629435482 0.0010161821744742233 0.0010297871535343804 0.0010499986099428947 0.0019091104436685944 0.001044045463445407 0.0012171594909378145 0.0012843347214083652 0.0013130261309279414 0.0010617294467158978 0.0014440428618620435
leaf_count=612 204 215 328 220 201 624 166 140 431 322 55 392
internal_value=0 2.15473e-05 6.05035e-05 0.000107718 4.51105e-05 -6.07371e-05 6.06323e-05 0.000204795 5.26159e-05 0.000292236 7.58806e-05 -0.00016598
internal_weight=0 0.014918 0.0139175 0.0129013 0.0113532 0.00794869 0.00603958 0.00498958 0.00377242 0.00340454 0.00209152 0.00248809
internal_count=3910 3298 3094 2766 2551 1954 1330 1129 989 597 275 558
is_linear=0
shrinkage=0.00196078


Tree=3919
num_leaves=10
num_cat=0
split_feature=11 43 15 4 12 52 16 2 0
split_gain=2.66317e-05 2.88999e-05 8.57127e-05 0.00010354 3.43248e-05 6.26987e-05 9.66889e-05 7.89594e-05 4.48473e-05
threshold=0.079700000000000007 -0.053009999999999995 -0.053579999999999996 -0.084009999999999987 0.089995000000000006 -0.0066199999999999991 -0.19424999999999998 0.087995000000000004 -0.23029999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -7 -8 -3
right_child=-2 4 3 -5 -6 6 7 -9 -10
leaf_value=0.026847121499863676 -0.015352281419090836 0.0048416524525176355 0.020008787957024918 -0.019237724752060814 -0.016075685748028395 -0.012526570841073368 0.0056983386611080319 0.042077037168109788 -0.022064161927710706
leaf_weight=0.0015191305539547788 0.001062997679909001 0.0010332504310250901 0.0011601016527925303 0.0015983899799455405 0.0014951296792077703 0.0013588177772666148 0.0014464026132951897 0.0010155450847549774 0.0015470908187971543
leaf_count=805 254 50 278 634 642 246 489 150 362
internal_value=0 0.00115256 0.00777234 -0.00273235 -0.00243356 0.000752881 0.00888615 0.0207044 -0.0112902
internal_weight=0 0.0121739 0.00427762 0.00275849 0.00789624 0.00640111 0.00382077 0.00246195 0.00258034
internal_count=3910 3656 1717 912 1939 1297 885 639 412
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=13
num_cat=0
split_feature=484 52 12 43 12 3 2 13 13 150 4 3
split_gain=8.39663e-05 0.000102026 8.86471e-05 7.7032e-05 8.31439e-05 0.000122403 0.000140399 0.000104965 9.45115e-05 6.85053e-05 0.00010105 6.17522e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.10852500000000001 -0.15109999999999998 0.091475000000000015 0.090325000000000003 0.087995000000000004 -0.014729999999999998 -1.0000000180025095e-35 0.086420000000000011 -0.032604999999999995 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 5 6 8 -8 -5 10 -2 -12
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 -13
leaf_value=-0.00054457663138127621 -6.1842198827253268e-05 0.00038404587748719528 -0.00062556583911746433 -0.00060496091868711529 -0.0005289195493169837 -0.000428980312931953 0.00011557248621065577 0.00098308869787853666 0.00017204075617529953 -9.5424502460514398e-05 0.00096430438623670313 0.00033796334076165662
leaf_weight=0.0010927197913434715 0.0012822031279461502 0.0014373315550622661 0.0010855634150344793 0.001052433344326974 0.0014778976303920508 0.0019267113436982203 0.0011353626007144517 0.0010161558091378205 0.0014058416949625002 0.0016527638414878536 0.0010933204390132473 0.0013555024136083817
leaf_count=612 366 158 192 723 519 216 284 102 111 151 239 237
internal_value=0 1.73018e-05 -9.48945e-05 -3.39451e-05 -0.000108909 -1.39451e-05 0.000159523 0.000525298 -0.000160608 0.000236895 0.000384106 0.000617604
internal_weight=0 0.0159211 0.0105373 0.00945173 0.0080144 0.0065365 0.00460979 0.00215152 0.00245828 0.00538379 0.00373103 0.00244882
internal_count=3910 3298 2305 2113 1955 1436 1220 386 834 993 842 476
is_linear=0
shrinkage=0.00196078


Tree=3921
num_leaves=13
num_cat=0
split_feature=484 133 42 484 160 47 12 0 0 2 4 15
split_gain=9.76973e-05 9.23483e-05 9.4957e-05 0.000110547 0.000123867 9.50874e-05 6.46039e-05 0.000102916 8.13415e-05 6.09129e-05 7.31132e-05 4.96703e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.090359999999999982 0.087270000000000014 0.099550000000000013 0.087850000000000025 0.088285000000000016 -0.11287999999999999 -0.18087499999999998 0.10113500000000002 -0.06272999999999998 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 10 -8 -7
right_child=1 -3 3 -5 -6 11 9 -9 -10 -11 -12 -13
leaf_value=-0.00057988420485503996 -0.00040122521148207031 -0.00051527385216337785 0.00015044150319617195 -0.00043540107048180499 -0.0004465009150342605 -0.00036224470397044336 0.00038232508837511385 -0.0001145051668380455 0.00091086195019264733 0.00021274110548497011 0.0011006108733011258 0.00019185489045952015
leaf_weight=0.0010670784004327945 0.0014225194078000139 0.0010880477860090885 0.0011653951243146832 0.0011840853448174754 0.0010476520439885182 0.0011770831486840857 0.0010165144600609429 0.0019806824568900034 0.0010091673867848299 0.0011671945459543961 0.0011741475661415273 0.0013189195471351167
leaf_count=612 352 472 89 323 106 123 264 754 171 254 230 160
internal_value=0 3.44979e-05 7.82776e-05 0.000134001 0.000194979 0.000262123 0.000372279 0.000208829 0.000503336 0.000574542 0.000767311 -6.94514e-05
internal_weight=0 0.0147514 0.0136634 0.0122408 0.0110568 0.0100091 0.0075131 0.00415524 0.00217456 0.00335786 0.00219066 0.002496
internal_count=3910 3298 2826 2474 2151 2045 1762 1014 260 748 494 283
is_linear=0
shrinkage=0.00196078


Tree=3922
num_leaves=14
num_cat=0
split_feature=484 133 40 156 160 42 15 151 43 1 2 1 2
split_gain=7.37896e-05 8.17834e-05 0.000115118 9.91817e-05 9.90323e-05 0.000116386 0.000110668 8.80804e-05 0.000135477 0.000120967 7.34822e-05 4.88873e-05 4.13889e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.090135000000000007 0.099550000000000013 -0.089744999999999978 -0.11739999999999999 -0.081989999999999993 -0.074254999999999988 0.089175000000000018 0.088485000000000022 0.10080500000000002 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 12 10 -10 -11 -9
right_child=1 -3 3 -5 -6 6 7 8 9 11 -12 -13 -14
leaf_value=-0.00051648467079666257 0.00068342952414255558 -0.00049245674901583498 -0.00043113115605108814 -0.00058153145171921025 -0.00050164953010834942 -0.00027972979903420636 0.00080855493891012441 0.00089206600566724581 -5.657983985163898e-05 -0.0006038677133066979 0.00058293749302573824 -1.1848328590474118e-05 0.00033952361349730991
leaf_weight=0.0010551294819971342 0.0010533821720705222 0.001111929930776012 0.0013212272628252029 0.001007097519703703 0.0011018913744457329 0.0016134541111012301 0.0010635494169603859 0.0010668865594319898 0.0012547353031167117 0.0011312955010934628 0.0015368867943002318 0.0010195874824763637 0.0010190506017997269
leaf_count=612 243 472 293 311 128 316 186 210 418 134 270 167 150
internal_value=0 1.96266e-05 5.97562e-05 9.74222e-06 5.88387e-05 0.000114848 0.000189174 0.000282668 0.00020309 2.62383e-05 0.000295497 -0.000323232 0.00062213
internal_weight=0 0.015301 0.014189 0.0131357 0.0121286 0.0110267 0.00970545 0.00809199 0.00702844 0.00494251 0.00279162 0.00215088 0.00208594
internal_count=3910 3298 2826 2583 2272 2144 1851 1535 1349 989 688 301 360
is_linear=0
shrinkage=0.00196078


Tree=3923
num_leaves=13
num_cat=0
split_feature=484 403 403 160 42 16 160 2 4 12 52 48
split_gain=9.65521e-05 8.99598e-05 9.84022e-05 0.000158854 0.000118747 8.13113e-05 8.47376e-05 0.000109506 0.000140638 0.000137667 0.000107783 7.15486e-05
threshold=-0.0043499999999999988 0.09389500000000002 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 -0.5152199999999999 0.099550000000000013 0.10393500000000001 0.074650000000000008 0.085465000000000013 0.071660000000000015 0.08407000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 10 -9 11 -7
right_child=1 -3 -4 4 5 6 -8 9 -10 -11 -12 -13
leaf_value=-0.00057974199059199183 -0.00060305671677212519 -0.00054229795814628515 0.00062441835262579918 -0.00042640297999912974 -0.00027773571606284328 -0.00013282812639248573 -0.00024421537425233078 0.00036405010309022379 0.0010787717668537295 -0.00059217979706765241 0.00078047853185321352 0.00047511933574182706
leaf_weight=0.0010898448826414031 0.0014210326978162961 0.0010086627716842491 0.0011096760545210036 0.0014974844610271916 0.0013917374923532568 0.0019106172546989879 0.0012454792001948311 0.0013459028439548352 0.0011168066828831742 0.0010156677315599424 0.0012741483250038738 0.0012191946395592817
leaf_count=612 554 285 152 712 168 423 121 218 97 191 213 164
internal_value=0 2.3973e-05 6.32351e-05 1.68943e-05 9.02044e-05 0.000163745 0.000231058 0.000306156 0.00045731 -4.72067e-05 0.000299713 0.000103993
internal_weight=0 0.0155564 0.0145477 0.0134381 0.012017 0.0105196 0.00912782 0.00788234 0.00552077 0.00236157 0.00440396 0.00312981
internal_count=3910 3298 3013 2861 2307 1595 1427 1306 897 409 800 587
is_linear=0
shrinkage=0.00196078


Tree=3924
num_leaves=12
num_cat=0
split_feature=484 42 3 15 3 49 151 0 3 2 15
split_gain=0.000101592 7.02641e-05 6.49196e-05 0.000101094 7.82025e-05 0.000116037 8.55529e-05 8.33999e-05 9.09475e-05 0.000159414 0.000100843
threshold=-0.0043499999999999988 0.10269500000000001 -0.100615 -0.016339999999999997 -0.078884999999999997 -0.07107999999999999 -0.044604999999999992 -0.052874999999999998 0.12046500000000002 0.089910000000000004 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 9 10 -8
right_child=1 -3 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00060176321487154596 0.00081221393885056164 -0.00045238882789647595 -0.00035398259041033572 4.7458859975569765e-05 -0.00045572214283220921 -0.00035551645515285513 -0.00014602223400124003 -0.00010604229496370885 -8.5363410192562238e-05 0.001098454740520191 0.00067394208376352646
leaf_weight=0.0010472397856908398 0.0010574826298568229 0.0010761146633124037 0.0019753130436385479 0.0017886087574812981 0.0013364156287302628 0.0010270901694491748 0.0012361280189727439 0.0018048303663728248 0.0011728863717981198 0.0012809631801908748 0.0010808862572220818
leaf_count=612 168 402 1204 276 181 135 138 192 120 334 148
internal_value=0 3.01333e-05 6.78678e-05 0.000331608 -9.05709e-07 7.71144e-05 0.000170776 0.000252981 0.0003888 0.00054337 0.000236491
internal_weight=0 0.0148367 0.0137606 0.00284609 0.0109145 0.0089392 0.00760278 0.00657569 0.00477086 0.00359798 0.00231701
internal_count=3910 3298 2896 444 2452 1248 1067 932 740 620 286
is_linear=0
shrinkage=0.00196078


Tree=3925
num_leaves=12
num_cat=0
split_feature=484 457 52 160 52 0 133 47 42 4 1
split_gain=8.16213e-05 6.44075e-05 7.2753e-05 0.00010224 0.000100113 9.27047e-05 8.97541e-05 0.000133365 0.000217132 0.00011488 7.07908e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.048794999999999991 -1.0000000180025095e-35 -0.37613999999999997 -0.14733499999999997 -1.0000000180025095e-35 0.09550500000000002 0.088345000000000021 -0.03614499999999999 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -5 8 9 -8 -7
right_child=1 2 3 6 5 10 7 -9 -10 -11 -12
leaf_value=-0.00054415832839166303 -0.00043948221366338369 -0.00023423977899357702 -0.00058222546398187182 -0.00038116680177526446 4.6024123339507836e-05 0.00033155703940332328 8.9203265081532536e-05 0.00072558426794769131 0.00064949197756020334 -0.00060790988827021618 0.0010620169918320016
leaf_weight=0.001058225570294404 0.0010895790702125383 0.0012073471521032043 0.001192350281827916 0.0015959505392087693 0.0014772881537869521 0.0010367918060165296 0.0018456750930625212 0.0012061564614069056 0.0014225026186581169 0.0017905883781087976 0.0010040782885984748
leaf_count=612 197 352 546 720 72 183 241 98 321 262 306
internal_value=0 1.94435e-05 5.57339e-05 -4.72035e-05 0.000252944 0.000420133 3.39495e-05 0.000139698 5.51569e-09 -0.000254073 0.000690933
internal_weight=0 0.0148683 0.0137787 0.00905322 0.00472551 0.00351816 0.00786087 0.00626492 0.00505877 0.00363626 0.00204087
internal_count=3910 3298 3101 2188 913 561 1642 922 824 503 489
is_linear=0
shrinkage=0.00196078


Tree=3926
num_leaves=10
num_cat=0
split_feature=159 13 3 16 1 16 4 0 52
split_gain=2.78443e-05 3.57133e-05 8.30362e-05 4.82781e-05 8.94894e-05 0.00012389 4.16998e-05 8.01374e-05 5.43667e-05
threshold=-0.034019999999999988 0.17936000000000002 -0.115685 -0.30307999999999996 0.095575000000000007 0.041215000000000009 -0.076329999999999995 -0.22851499999999997 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 -8 -5
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.01596946289749809 0.02327972955616887 -0.014314528805811098 -0.016639342859675315 0.022361243028198807 0.037637324145934091 -0.008326729244520532 0.0094886602671852508 -0.024426062709007726 -0.0081867231549267502
leaf_weight=0.0010351096034213097 0.0017029595630647194 0.001341059476980151 0.0015838210816687551 0.0010447532989943022 0.0014095871434459785 0.0010041469619524604 0.0010803534136020177 0.0019620467604463698 0.0013170232407716392
leaf_count=520 327 201 356 407 295 214 52 1068 470
internal_value=0 0.00110012 0.00296167 -0.000718592 0.00250677 0.0185156 -0.00464346 -0.012383 0.00532645
internal_weight=0 0.0124458 0.0111047 0.00940173 0.00781791 0.00241373 0.00540418 0.0030424 0.00236178
internal_count=3910 3390 3189 2862 2506 509 1997 1120 877
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=13
num_cat=0
split_feature=42 42 49 15 3 2 48 0 43 52 1 0
split_gain=6.79646e-05 9.85839e-05 6.18477e-05 9.29214e-05 9.59525e-05 7.84203e-05 0.000115007 6.91425e-05 0.000153829 4.54881e-05 0.00017237 6.20135e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.14750499999999997 0.079360000000000014 -0.15464999999999998 0.097940000000000013 0.087945000000000009 -0.13027499999999997 -0.074254999999999988 0.11588000000000002 0.11052000000000002 -0.09194999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 -9 10 11 -7
right_child=1 2 3 -5 5 9 -8 8 -10 -11 -12 -13
leaf_value=-0.00049663736204734888 0.00057784298847092844 0.00043385367938263093 0.00054140112218296378 -0.00046404307021192327 0.00030250956698739937 0.00094556501635252794 -0.00073038712300636062 0.00025543141024104987 -0.0006459307886093528 -0.00021214388033168394 -0.00030513415031471004 0.0002774294324333896
leaf_weight=0.0010508733646894539 0.0011240203288261615 0.0010453567472853862 0.0011539545165407646 0.0018902793818090105 0.0013833167341887899 0.0010015962362627008 0.0012686506466391004 0.0013533085785713754 0.0015752928285924514 0.0011066545843307664 0.0013492672414348846 0.0011442610460772155
leaf_count=229 251 135 182 1132 98 150 244 584 318 147 235 205
internal_value=0 1.87502e-05 -2.52825e-05 -6.15701e-05 5.54049e-06 -5.5188e-05 -0.000211447 -5.87641e-05 -0.000229411 0.000134306 0.000244002 0.000589287
internal_weight=0 0.015396 0.0142719 0.0132266 0.0113363 0.0101823 0.00558057 0.00431192 0.0029286 0.00460178 0.00349512 0.00214586
internal_count=3910 3681 3430 3295 2163 1981 1244 1000 902 737 590 355
is_linear=0
shrinkage=0.00196078


Tree=3928
num_leaves=13
num_cat=0
split_feature=484 403 403 160 42 13 160 43 3 42 2 2
split_gain=0.000121445 0.000119775 0.000125898 0.000205452 0.000178387 0.000146012 0.000109641 0.000142574 0.000176164 0.000116692 0.000146658 9.25888e-05
threshold=-0.0043499999999999988 0.096520000000000009 0.03138500000000001 -0.083654999999999993 -1.0000000180025095e-35 0.076210000000000014 0.099550000000000013 -0.044024999999999988 -0.078669999999999976 1.0000000180025095e-35 0.090905000000000014 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 10 -9 -12
right_child=1 -3 -4 4 5 -7 -8 9 -10 -11 11 -13
leaf_value=-0.00062686893824543961 -0.000660838900270909 -0.00061349612481220478 0.00068314250572227328 -0.0005080304640022995 0.00010918926867898282 0.00077561903472420383 -0.00044481413340803649 0.00056944905366936537 0.0011375546292580656 -0.00059191678852178612 -0.00044422456121845458 0.00024251295433325824
leaf_weight=0.0011678906432245331 0.0015236662450350833 0.0010501755633147104 0.0011914961230292684 0.0016161883377971429 0.00144329432598269 0.0014231375216635566 0.0012266578668610846 0.0018810074557623615 0.0011513395544238483 0.0010120343621753862 0.0016354005337148592 0.001401798672153242
leaf_count=612 554 275 162 712 248 169 119 126 256 404 112 161
internal_value=0 2.73469e-05 7.07493e-05 1.97756e-05 0.000100851 0.000188914 0.00010329 0.000182158 0.000565515 1.44289e-05 0.000139199 -0.000127266
internal_weight=0 0.0165562 0.015506 0.0143145 0.0127909 0.0111747 0.00975153 0.00852487 0.00259463 0.00593024 0.00491821 0.0030372
internal_count=3910 3298 3023 2861 2307 1595 1426 1307 504 803 399 273
is_linear=0
shrinkage=0.00196078


Tree=3929
num_leaves=11
num_cat=0
split_feature=11 457 16 52 15 0 15 13 15 3
split_gain=3.73573e-05 3.07714e-05 5.34204e-05 5.18226e-05 5.18792e-05 9.79362e-05 7.20958e-05 4.97826e-05 8.49622e-05 4.79784e-05
threshold=0.080455000000000013 -0.0034949999999999994 -0.49150499999999991 -0.048794999999999991 0.088615000000000013 -0.10783 -0.074174999999999977 -0.00059999999999999995 -0.073314999999999991 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 -4 -9 -8
right_child=-2 2 3 4 -6 6 9 8 -10 -11
leaf_value=-0.015441680507167236 -0.018785838354981949 0.023531148721841186 0.022564704820309589 -0.023590920667827243 -0.025020841514840155 0.030192060882186861 0.011534598745027921 0.018418627331913455 -0.019773252262491259 -0.014200283421537233
leaf_weight=0.0010120216612138815 0.0010022238463349388 0.0011166344760230188 0.0016780508362561957 0.0014109077915881001 0.0010827008774306514 0.0010074626531889246 0.0015044502501310407 0.0012064793348529872 0.0011262177070730682 0.0013972630343385489
leaf_count=307 241 273 609 164 706 443 508 108 232 319
internal_value=0 0.0012773 0.00274476 0.000515848 -0.00506742 -0.00100666 0.00714449 0.00942902 -2.02742e-05 -0.000857528
internal_weight=0 0.0125422 0.0115302 0.0104135 0.00640278 0.00532008 0.00390918 0.00401075 0.0023327 0.00290171
internal_count=3910 3669 3362 3089 2140 1434 1270 949 340 827
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=13
num_cat=0
split_feature=484 133 40 160 457 42 160 133 12 3 43 1
split_gain=8.24336e-05 7.14933e-05 0.000131688 0.000106576 9.78276e-05 0.000113522 0.000143214 0.000122274 0.000103982 0.000103291 8.12262e-05 5.8844e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.080519999999999994 0.099550000000000013 -0.0034949999999999994 -0.089744999999999978 -0.080184999999999992 -0.090054999999999982 0.092365000000000017 -0.015794999999999997 -0.079109999999999986 0.10285500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 9 10 -9 -11
right_child=1 -3 3 -5 5 6 7 8 -10 11 -12 -13
leaf_value=-0.00052879896606221766 0.0007490767021768117 -0.00043970888880667412 -0.00050708736078512956 -0.00054846157318933875 -0.0003997213632374061 -0.00033471482326818714 -0.00032909831416835821 0.00048154409911889547 -4.2087325261351937e-06 6.4351484442157783e-05 0.0012115449841435964 0.00062053044690499738
leaf_weight=0.0010833877199284856 0.0010142742584731803 0.0011525293167322275 0.0010345777674146414 0.0011723121764113864 0.0014012975678781561 0.00163153104579931 0.0010372649662328762 0.0011975531339636636 0.001896575197380769 0.0017971571983829003 0.0011475725039782796 0.0012332339573656538
leaf_count=612 228 472 174 135 307 463 339 153 322 125 356 224
internal_value=0 3.03993e-05 6.76032e-05 1.65885e-05 7.01094e-05 0.000122758 0.000196409 0.000300694 0.000390525 0.000529795 0.000838765 0.000290692
internal_weight=0 0.0157159 0.0145633 0.0135491 0.0123768 0.0113422 0.00994089 0.00830936 0.00727209 0.00537552 0.00234513 0.00303039
internal_count=3910 3298 2826 2598 2463 2289 1982 1519 1180 858 509 349
is_linear=0
shrinkage=0.00196078


Tree=3931
num_leaves=14
num_cat=0
split_feature=484 42 43 131 42 133 4 48 15 4 51 4 4
split_gain=8.42746e-05 7.67098e-05 9.46377e-05 9.03989e-05 0.000122284 9.29869e-05 9.91542e-05 0.000157674 0.000157533 0.000167498 9.06426e-05 3.17144e-05 2.56117e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.15648499999999999 0.089305000000000009 0.092145000000000019 0.065880000000000008 -0.23071499999999998 0.086125000000000021 0.035895000000000003 -1.0000000180025095e-35 0.088715000000000002 -0.025214999999999998 0.10451500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 9 -8 -9 -7 -11
right_child=1 2 3 -5 -6 11 7 10 -10 12 -12 -13 -14
leaf_value=-0.0005537943680163994 -0.00048726902073820513 0.00052023558886684577 -0.00052485447019196007 -0.00055795069598015782 -0.00057081348021465741 0.00073532920665996568 0.0010727309104361575 -0.00069959300400197462 -0.00020753421181549575 -3.5685648616023936e-05 7.8800968416234415e-05 0.00025440037177063267 0.00040435871941228962
leaf_weight=0.0010368486643188438 0.0010500954471382466 0.0015436148336585792 0.0010887689458775615 0.0010060987094858394 0.0010880883378929932 0.0010233530504959801 0.0013705001786888955 0.0011637026862494383 0.0015721929329825801 0.0010098458386818983 0.001137265300754399 0.0010872795107263076 0.0010243250674684102
leaf_count=612 204 204 197 443 521 141 167 148 536 121 85 316 215
internal_value=0 2.40108e-05 6.20477e-05 5.78794e-06 5.48291e-05 0.000119804 2.70248e-05 0.000109586 0.000305825 0.000542882 -0.000314868 0.000487582 0.000185903
internal_weight=0 0.0151651 0.014115 0.0125714 0.0115653 0.0104772 0.0083666 0.00727783 0.00497686 0.00340467 0.00230097 0.00211063 0.00203417
internal_count=3910 3298 3094 2890 2447 1926 1469 1272 1039 503 233 457 336
is_linear=0
shrinkage=0.00196078


Tree=3932
num_leaves=14
num_cat=0
split_feature=158 48 4 50 2 2 1 48 133 0 0 0 4
split_gain=0.000119161 0.000129649 0.000147094 0.000135603 0.000149755 0.00018124 0.000193968 0.000131236 9.0098e-05 0.000106027 0.000114758 0.000142595 6.92559e-05
threshold=0.084965000000000027 0.12738500000000003 -0.51381999999999983 0.088425000000000017 0.099015000000000006 0.10836000000000003 0.10752500000000002 0.087945000000000009 -0.0056849999999999991 -0.10575999999999998 -0.077944999999999987 -0.053834999999999994 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 -4 12 -11 -12 -10
right_child=-2 -3 3 -5 5 6 -8 -9 9 10 11 -13 -14
leaf_value=-0.00063800089020279093 -0.00065659100473051534 -0.00062294134592883821 -0.00027925874789626673 -0.00052886805984738957 0.0011052353546340619 -0.00030596240490001278 0.00067876571437485659 -0.00049641753690265111 0.00022476917112026348 -0.00033732361991241567 0.00083847158585822633 -0.0001346005411293541 0.00092390983742737993
leaf_weight=0.0010626469656979292 0.0010599690722239491 0.0011224364932180672 0.001607617438200498 0.0011515719457458841 0.0012429328445040253 0.0014437634590942236 0.0016456442759146901 0.0015149266401526997 0.0010445190084928616 0.0016843370791447543 0.0011193810323573694 0.0011993496513225651 0.0011384751607613729
leaf_count=76 423 117 546 604 259 269 273 218 81 630 201 142 71
internal_value=0 2.10517e-05 6.6642e-05 0.000117261 0.000171808 0.000472955 0.000218576 3.16499e-05 0.000134295 0.000241768 5.22023e-05 0.000335156 0.000589385
internal_weight=0 0.0169776 0.0158552 0.0147925 0.0136409 0.00433234 0.00308941 0.00930861 0.00779368 0.00618606 0.00400307 0.00231873 0.00218299
internal_count=3910 3487 3370 3294 2690 801 542 1889 1671 1125 973 343 152
is_linear=0
shrinkage=0.00196078


Tree=3933
num_leaves=13
num_cat=0
split_feature=484 52 52 0 1 151 1 0 4 1 133 0
split_gain=0.000114828 8.77762e-05 8.92123e-05 0.000120311 0.000120454 5.2198e-05 7.75374e-05 9.65473e-05 0.000106375 4.94257e-05 6.75112e-05 3.04486e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.15007499999999999 0.079355000000000023 -0.03268999999999999 0.10113500000000002 -0.10209999999999998 0.05309500000000001 0.078340000000000007 0.089845000000000022 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 -7 9 10 -9 -8
right_child=1 5 3 4 -6 6 11 8 -10 -11 -12 -13
leaf_value=-0.00063929258891775144 -0.00022995430079378754 -0.00043153764599611929 -2.279648510398291e-05 0.00015463134702827568 0.0010553331415652442 -0.00061729089622503119 0.00053001258802171493 0.00017734526538856334 0.00053456041640767657 -0.00053372117120520271 -0.00044409438093138308 8.4639753571949267e-05
leaf_weight=0.0010608606272721746 0.0012224365385154201 0.0013908651148896766 0.0016915735414468058 0.0010082746413226928 0.0013157941247782983 0.0012801152484318941 0.0010401635411178192 0.0019747550558130095 0.0010699109065533535 0.0010211841468540529 0.0010188794553777601 0.0013642032186737922
leaf_count=612 369 247 63 189 372 207 110 725 90 391 272 263
internal_value=0 2.7655e-05 0.000233835 0.000375021 0.000664572 -7.86421e-05 -2.26701e-05 -0.000135991 -1.4821e-05 -0.000161226 -3.41609e-05 0.000277314
internal_weight=0 0.0153982 0.00523808 0.00401564 0.00232407 0.0101601 0.00876921 0.00636484 0.00508473 0.00401482 0.00299363 0.00240437
internal_count=3910 3298 993 624 561 2305 2058 1685 1478 1388 997 373
is_linear=0
shrinkage=0.00196078


Tree=3934
num_leaves=11
num_cat=0
split_feature=158 50 47 4 1 1 0 1 12 2
split_gain=3.19453e-05 4.89757e-05 4.80709e-05 6.76352e-05 4.81687e-05 8.49272e-05 5.87414e-05 6.59817e-05 8.91385e-05 5.77178e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.117025 0.25367000000000006 0.11215000000000001 0.094485000000000013 -0.077944999999999987 0.086560000000000012 0.086935000000000012 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -8
right_child=-2 -3 -4 -5 -6 -7 9 -9 -10 -11
leaf_value=0.015018269334325603 -0.017190184007554354 -0.019006699613249359 -0.017513022432961479 0.023970210912574352 -0.017509097614270139 0.030962946002713057 0.025388707692909795 -0.026943709529073313 -0.020936088661197082 -0.004190123500010667
leaf_weight=0.0017691647829798324 0.001026008212394334 0.001100314129610651 0.0010333992980585691 0.0016076583959695216 0.0011400137352301316 0.0010493857567102985 0.0014519134370034282 0.0011920231143482465 0.0011299508536669193 0.0012090573112079148
leaf_count=582 488 655 112 349 166 293 267 162 595 241
internal_value=0 0.00115492 0.00307022 0.00508656 0.00169133 0.00449705 0.000383824 -0.00713847 0.0010048 0.0119491
internal_weight=0 0.0126829 0.0115826 0.0105492 0.00894151 0.0078015 0.00675211 0.00409114 0.00289912 0.00266097
internal_count=3910 3422 2767 2655 2306 2140 1847 1339 1177 508
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=11
num_cat=0
split_feature=11 39 13 2 0 42 49 0 15 16
split_gain=3.47145e-05 3.39843e-05 7.54952e-05 8.31374e-05 5.87207e-05 6.32498e-05 7.56261e-05 0.000112623 5.70794e-05 3.29912e-05
threshold=0.080455000000000013 0.005105000000000001 -0.094679999999999986 0.099990000000000009 -0.053834999999999994 0.091230000000000019 -0.07107999999999999 -0.10071499999999999 -0.095799999999999982 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 9 -8
right_child=-2 -3 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0033321797252885512 -0.01801898669690542 0.014768212998914024 -0.029294027054769911 0.034205722612773944 -0.022311619018736073 0.020957412376276588 0.01304224275607398 -0.021831811525353236 0.027887387513724989 -0.012061950592616787
leaf_weight=0.0012017796943386999 0.0010118482984624389 0.0016171056831841115 0.00106906545195586 0.0011590199049091817 0.0016094167267965177 0.0010940922515730858 0.001055995947389754 0.0015864577192740885 0.0012088743501231748 0.0010381018772694373
leaf_count=213 241 445 138 160 333 521 99 1572 128 60
internal_value=0 0.00123054 -0.000755515 0.0150968 -0.00507601 -0.00114281 -0.00520083 6.71087e-05 0.0105854 0.000597404
internal_weight=0 0.0126399 0.0110228 0.0023608 0.008662 0.00705259 0.0059585 0.00488943 0.00330297 0.0020941
internal_count=3910 3669 3224 373 2851 2518 1997 1859 287 159
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=10
num_cat=0
split_feature=11 3 3 43 160 12 151 16 13
split_gain=2.82204e-05 3.28068e-05 4.6245e-05 4.80145e-05 6.19185e-05 5.40118e-05 5.07494e-05 5.62608e-05 8.96687e-05
threshold=0.080455000000000013 -0.10628499999999998 -0.084129999999999996 -0.057994999999999998 -0.081069999999999989 0.085775000000000004 -0.0088999999999999982 -0.055679999999999993 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6 8 -8
right_child=-2 2 3 4 6 -7 7 -9 -10
leaf_value=0.013405763317138043 -0.016270100310214027 -0.021026630955917943 0.025679548316125372 0.017778072444293157 -0.026972921876891699 -0.0023769480643103746 -0.016881431376606876 -0.017957744722241618 0.018440440211219253
leaf_weight=0.0018517016270208136 0.0010087272389365009 0.0010418859373860457 0.0014415130049097826 0.0011617406446076802 0.0010887319974083693 0.0013094440056853204 0.0011591354086643575 0.0016377093861484641 0.0018915346739346683
leaf_count=283 241 875 399 216 161 626 599 320 190
internal_value=0 0.0011135 -0.00100747 0.00114506 -0.00328721 0.0123248 -0.00752331 -0.00300673 0.00501951
internal_weight=0 0.0125834 0.0107317 0.00968981 0.00693885 0.00275096 0.00577711 0.00468838 0.00305067
internal_count=3910 3669 3386 2511 1486 1025 1270 1109 789
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=14
num_cat=0
split_feature=484 49 151 42 124 43 1 160 151 0 1 0 12
split_gain=8.23225e-05 5.52605e-05 0.00013129 8.44321e-05 0.000117857 0.000140753 0.000121055 0.00012312 0.000166857 0.000199779 7.05251e-05 4.68762e-05 4.21305e-05
threshold=-0.0043499999999999988 -0.14917999999999998 0.056555000000000001 0.091955000000000023 -0.018779999999999995 0.12326000000000002 0.076710000000000014 -0.080184999999999992 -0.0088999999999999982 -0.11991499999999998 0.095575000000000007 -0.065204999999999985 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 12 -8 -9 -10 -11 -5 -6
right_child=1 2 -4 11 5 -7 7 8 9 10 -12 -13 -14
leaf_value=-0.00055051950538291148 0.00045421837267289796 -0.00051279668452148403 -0.00066435636091856549 -0.00061991823154862664 1.1990618139053305e-05 0.00087636195010626253 -0.00027310913443965641 -0.00029423214014065452 0.0013093213680536683 -4.2796607578758296e-05 0.00061000368172945102 -2.2909443799873347e-05 -0.00048202464360397763
leaf_weight=0.0010302076189908421 0.0010593893531615712 0.0010376781091107111 0.0010875191065532605 0.0010127257164303442 0.001270112079385167 0.0010070815715599478 0.0013149783141062649 0.0010206888802832687 0.0010815218222298886 0.0011979382568366101 0.001357057882402357 0.001009881620825289 0.0013901262911360992
leaf_count=612 111 211 141 470 453 200 195 157 88 235 222 196 619
internal_value=0 2.26653e-05 -1.04943e-05 4.54977e-05 0.000115082 0.000182672 0.000101745 0.000256715 0.000406313 0.00060294 0.000303931 -0.000321834 -0.000246161
internal_weight=0 0.0148467 0.0137873 0.0126998 0.0106772 0.00963951 0.00863242 0.00597219 0.00465721 0.00363652 0.002555 0.00202261 0.00266024
internal_count=3910 3298 3187 3046 2380 2169 1969 897 702 545 457 666 1072
is_linear=0
shrinkage=0.00196078


Tree=3938
num_leaves=13
num_cat=0
split_feature=158 41 457 16 52 49 1 1 15 1 13 43
split_gain=6.89966e-05 8.18898e-05 6.82147e-05 9.4845e-05 8.29601e-05 0.000150807 0.000116933 9.60211e-05 8.5629e-05 0.00012613 5.40401e-05 4.90165e-05
threshold=0.084710000000000021 0.075585000000000013 -0.0034949999999999994 -0.49150499999999991 -0.068164999999999989 -1.0000000180025095e-35 0.089075000000000015 0.11257500000000001 -0.10981499999999998 0.095575000000000007 -0.09547499999999999 -0.083094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 -8 -7 10 -10 -12
right_child=-2 -3 3 4 5 8 7 -9 9 -11 11 -13
leaf_value=-0.00039009238993789245 -0.00049580337937893968 -0.00051430424229241144 0.00064565806890347398 0.00062821072259007461 -0.00075370414989655503 -0.00045050051152393394 -0.00046500251325008491 0.00036542614616199534 0.00034302588098717915 0.0007366278300477971 0.00016918580273179526 -0.00033313110060252926
leaf_weight=0.0011673666128900239 0.0010455656442746363 0.0010097117408593174 0.0011369844739827538 0.0019340199608207042 0.0010609464438138027 0.0011241502718125863 0.0010381055181269052 0.0011053220873479606 0.0012322402181136351 0.0011018350659978554 0.0012093765682192449 0.0019529578228778739
leaf_count=299 433 189 161 400 172 252 249 135 82 176 269 1093
internal_value=0 2.50692e-05 6.37949e-05 0.000104882 5.25935e-05 -6.73981e-05 0.000278646 -3.67673e-05 4.25826e-05 0.00014343 -5.30003e-06 -0.000141029
internal_weight=0 0.015073 0.0140633 0.0128959 0.011759 0.00768151 0.00407745 0.00214343 0.00662056 0.00549641 0.00439457 0.00316233
internal_count=3910 3477 3288 2989 2828 2044 784 384 1872 1620 1444 1362
is_linear=0
shrinkage=0.00196078


Tree=3939
num_leaves=13
num_cat=0
split_feature=41 484 457 4 160 12 160 42 43 4 15 133
split_gain=8.44747e-05 6.7845e-05 7.09634e-05 9.00868e-05 9.21902e-05 0.000130923 0.000113877 0.000121939 0.000118784 0.000110812 0.000251329 6.17292e-05
threshold=0.078150000000000011 -0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 0.10150000000000002 0.10371500000000002 -0.083654999999999993 -1.0000000180025095e-35 -0.074254999999999988 -1.0000000180025095e-35 0.035895000000000003 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 11 10 -10 -9
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12 -13
leaf_value=-0.00045765167662932749 -0.00054816799561454026 -0.00041980181180076938 -0.00043563077605612518 0.00051942836278707312 -0.00050647968274904567 -0.00055977835735831702 -0.00019354564051127704 0.0010771277573026873 0.0010632530223144954 -0.00017657450174007875 -0.00017774354507555404 0.00041628013222075962
leaf_weight=0.0010197693464946483 0.0010326156102154439 0.0010715120591139179 0.0010584583189731473 0.0017494241362797447 0.0010692192055007941 0.0010481071186776046 0.0018786532179463989 0.0010902931260418393 0.0012807720247688097 0.0018555875576271152 0.0012299495894394219 0.0010834672050044963
leaf_count=594 201 195 406 402 115 288 636 114 220 131 423 185
internal_value=0 3.11082e-05 6.56838e-05 0.000104668 4.20874e-05 9.7814e-05 0.000170539 0.000246751 0.000373227 0.000186776 0.000455315 0.000747742
internal_weight=0 0.0154352 0.0144154 0.0133439 0.0115945 0.0105253 0.00947718 0.00841872 0.00654007 0.00436631 0.00251072 0.00217376
internal_count=3910 3709 3115 2920 2518 2403 2115 1709 1073 774 643 299
is_linear=0
shrinkage=0.00196078


Tree=3940
num_leaves=13
num_cat=0
split_feature=484 42 52 4 0 12 16 160 4 4 4 16
split_gain=0.000110467 9.96588e-05 9.9359e-05 0.000131829 0.000186803 0.000129547 0.000103235 7.78012e-05 7.7575e-05 0.000127011 0.000100701 7.45466e-05
threshold=-0.0043499999999999988 -0.11145999999999999 0.16064500000000001 0.074650000000000008 -0.10131499999999999 0.10129000000000001 -0.30307999999999996 0.099550000000000013 -1.0000000180025095e-35 -0.034289999999999994 -0.082054999999999975 0.011450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 7 -5 8 9 10 11 -3
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00061448168744386155 -0.0005368993324873125 0.00057997300453866243 -0.0005218685866340574 -0.00015936074418478429 0.0011023223887882112 -0.00066213628658307912 0.00061956213867324556 -0.0004388045005777618 -0.0001984160083109726 0.00078210863226229341 -0.00031927287932078155 -2.9852080433747341e-05
leaf_weight=0.0010931837497829165 0.0011098027618458772 0.0016663057771713194 0.0010085304589251597 0.0016538742126705362 0.0011103192401119609 0.0010290745034402483 0.0010822726311598618 0.0010143408679340821 0.0019783608962158821 0.001336219167074491 0.001512075972520734 0.0014338629138929797
leaf_count=612 204 407 350 220 298 242 67 99 234 384 571 222
internal_value=0 2.98473e-05 7.22734e-05 0.000115642 0.000424 -3.32099e-06 0.000148739 7.25047e-05 0.000137933 0.000249798 9.55812e-05 0.000297922
internal_weight=0 0.015935 0.0148252 0.0138167 0.00384647 0.00997024 0.00273615 0.00894117 0.00792682 0.00594846 0.00461224 0.00310017
internal_count=3910 3298 3094 2744 585 2159 287 1917 1818 1584 1200 629
is_linear=0
shrinkage=0.00196078


Tree=3941
num_leaves=10
num_cat=0
split_feature=52 49 484 49 12 12 16 0 2
split_gain=2.89856e-05 3.92193e-05 6.24393e-05 5.65082e-05 6.83452e-05 0.0001396 0.000101626 8.9172e-05 0.000158106
threshold=0.18936500000000003 -0.081629999999999994 0.084225000000000008 -0.0019649999999999997 0.089995000000000006 0.097345000000000015 0.032820000000000009 -0.10209999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10
leaf_value=0.014673744908805471 -0.016571318948212375 -0.020898137410769606 0.019601013956617043 -0.0032458286213570917 -0.041126651256234936 0.0045655569315422879 -0.022246580422862462 0.0033383502857883907 0.055820954698550751
leaf_weight=0.0018250061458218543 0.0010005243404493927 0.001628962195525034 0.0012783022575177981 0.0018373816590587415 0.001084920608729016 0.0017427104519205203 0.0010009579906976821 0.001317521846710776 0.0010171530080599427
leaf_count=269 449 392 358 258 571 474 228 711 200
internal_value=0 0.00110547 -0.00116465 -0.00392123 -0.000464666 -0.0129659 0.00636864 0.013234 0.0262036
internal_weight=0 0.0127329 0.0109079 0.00962961 0.00800065 0.00282763 0.00517301 0.00417206 0.00233467
internal_count=3910 3461 3192 2834 2442 1045 1397 1169 911
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=14
num_cat=0
split_feature=158 41 159 157 130 133 3 2 42 51 49 15 43
split_gain=0.000124235 9.16259e-05 0.000100154 8.42296e-05 7.23837e-05 9.4452e-05 0.000148719 8.91895e-05 0.000144158 6.1465e-05 7.12624e-05 9.20698e-05 2.91714e-05
threshold=0.085745000000000002 0.075585000000000013 0.08764000000000001 -1.0000000180025095e-35 -0.0015749999999999998 -0.0023199999999999996 -0.015064999999999997 0.088300000000000003 0.091330000000000008 0.092720000000000011 -0.014989999999999998 -0.017214999999999998 -0.079374999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 12 -9 10 -8 -12 -7
right_child=-2 -3 -4 4 5 6 9 8 -10 -11 11 -13 -14
leaf_value=-0.00051350890269738535 -0.00066731995882670161 -0.00052994923633329304 0.00062538190515222286 -0.00039638750365609187 -0.00042622253869035922 0.00052537342094389084 -0.00026904275976408876 -0.00031562048271989088 0.00070632105436636611 -0.00043979764659459505 -5.8925422550598795e-05 0.00057659897409403959 0.0009970764450486821
leaf_weight=0.0010250683520684678 0.0010318826352444651 0.0010324381027985606 0.0011675355018093492 0.0011574986968714554 0.0011073054309053204 0.0010151613715412172 0.0016012967442428517 0.0010859162000512663 0.0010379577173614078 0.0010834306893900969 0.0019308356858763892 0.0016048921506001323 0.0010011614320214954
leaf_count=505 410 192 277 290 602 240 157 364 216 94 170 68 325
internal_value=0 3.4833e-05 7.41839e-05 2.70396e-05 7.09271e-05 0.000118095 0.000176269 0.000464221 0.000183812 -1.53853e-05 7.41259e-05 0.000229544 0.000759587
internal_weight=0 0.0158505 0.0148181 0.0136505 0.0126255 0.011468 0.0103607 0.0041402 0.00212387 0.00622046 0.00513702 0.00353573 0.00201632
internal_count=3910 3500 3308 3031 2526 2236 1634 1145 580 489 395 238 565
is_linear=0
shrinkage=0.00196078


Tree=3943
num_leaves=13
num_cat=0
split_feature=158 48 50 4 15 49 0 0 4 16 49 0
split_gain=0.000124067 0.000161759 0.000150412 0.000117724 0.000115052 0.000101013 0.000123948 0.000203601 0.000139743 0.000107415 9.0008e-05 1.60682e-05
threshold=0.085745000000000002 0.12738500000000003 0.086465000000000014 0.27020000000000005 -0.10981499999999998 -0.085974999999999982 -0.10071499999999999 -0.076734999999999984 -0.49837999999999999 0.3935300000000001 -0.006494999999999999 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 10 -8 -9 -10 -7 -12
right_child=-2 -3 -4 -5 5 6 7 8 9 -11 11 -13
leaf_value=-0.00054382641772284836 -0.00066928388470309042 -0.0007092897596475559 -0.0005187340559979003 0.00065537549609041325 -0.00035280357983593448 0.0001354950214063868 -0.00048063050005096885 -0.0002891924308158934 0.00079693019181529959 5.9857964997699654e-05 0.00093703521534376725 0.0005919012411493283
leaf_weight=0.0010304624637771419 0.0010254188688080803 0.0010536442291559913 0.0014373933408430113 0.0015582321656130464 0.0013971680993360028 0.0014938323384598162 0.001953724509629785 0.0011963753613595035 0.0018736018069107361 0.0012791202967733922 0.001050924760502784 0.0010239151996443482
leaf_count=214 410 117 657 323 161 97 1072 129 385 177 108 60
internal_value=0 3.38171e-05 8.50092e-05 0.000147634 8.33061e-05 0.000140654 0.000210496 4.51691e-05 0.000281372 0.000497886 0.000502489 0.000766715
internal_weight=0 0.0163484 0.0152948 0.0138574 0.0122991 0.0112687 0.00987149 0.00630282 0.0043491 0.00315272 0.00356867 0.00207484
internal_count=3910 3500 3383 2726 2403 2189 2028 1763 691 562 265 168
is_linear=0
shrinkage=0.00196078


Tree=3944
num_leaves=14
num_cat=0
split_feature=48 2 40 159 3 150 15 4 2 2 0 0 16
split_gain=8.72285e-05 0.000103338 0.000157685 0.000174163 0.00011736 0.000119615 0.000129405 0.000120619 8.70658e-05 9.94086e-05 6.20329e-05 6.16406e-05 5.52627e-05
threshold=0.12862000000000004 0.11260500000000001 -1.0000000180025095e-35 0.090405000000000013 0.10420500000000001 0.086765000000000023 -0.10312999999999999 -0.034289999999999994 0.088895000000000016 0.083585000000000007 -0.15137999999999999 -0.10209999999999998 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 -8 -3 -9 -13
right_child=-2 10 3 -5 -6 -7 7 11 -10 -11 -12 12 -14
leaf_value=-0.00071694648060255807 -0.00056176511773847954 0.00075635569212090551 -0.00048532808138900045 -0.00075310467819378053 0.00065549405380381498 -0.00050111863830849899 -0.00023896311842230524 0.0001150453454130091 -0.00044877608849218782 0.00057906632155858406 0.00014126094785659176 0.0010166707625373838 0.00037356896832494872
leaf_weight=0.001232815145826671 0.001046581517249969 0.00101071399471197 0.0011727520941955281 0.0010187988875703336 0.0012675186609956051 0.0014346055553770337 0.0010681977381907248 0.0010417444487929024 0.0012259383250828927 0.0012274231700528996 0.0016751499711118235 0.0010450206737116297 0.0010104674781763251
leaf_count=271 123 98 233 298 102 219 473 92 420 534 473 287 287
internal_value=0 2.31894e-05 -5.047e-05 2.08998e-05 9.60456e-05 1.91867e-05 0.000114987 0.000221354 -2.68836e-05 0.000198421 0.000372726 0.000503601 0.000700525
internal_weight=0 0.0154311 0.0127453 0.0115125 0.0104937 0.00922615 0.00779154 0.00661879 0.00352156 0.00229562 0.00268586 0.00309723 0.00205549
internal_count=3910 3787 3216 2945 2647 2545 2326 2093 1427 1007 571 666 574
is_linear=0
shrinkage=0.00196078


Tree=3945
num_leaves=11
num_cat=0
split_feature=49 42 43 4 39 0 1 52 47 49
split_gain=4.02035e-05 4.6508e-05 5.38434e-05 6.84144e-05 5.85408e-05 8.06568e-05 7.8928e-05 6.41096e-05 8.48103e-05 3.78365e-05
threshold=-0.14644499999999996 0.091955000000000023 0.12512500000000001 -0.23071499999999998 0.082325000000000023 -0.077944999999999987 0.076710000000000014 -0.0066199999999999991 0.09252500000000001 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 9 -9 -8
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11
leaf_value=0.019059004392885447 -0.024237850548826715 -0.016154605275690372 0.022404462808789351 -0.020874311406087656 -0.021153613059016484 0.026545887453139461 0.0058620202223785764 0.028487198172973516 -0.0070810873320791418 -0.021467481827785431
leaf_weight=0.0010071095944870481 0.0011638424855154829 0.0018945490373973401 0.0010449374290402548 0.0014322559446385856 0.0010026888605945902 0.0013688853931289567 0.0010116911052247823 0.0018206565964586771 0.0010610838198943651 0.0010146331637934346
leaf_count=150 236 812 221 1148 233 419 79 363 89 160
internal_value=0 -0.00169114 0.000818023 -0.00146601 0.00157614 0.00453246 -0.00022028 0.00580691 0.0153906 -0.00782257
internal_weight=0 0.0128152 0.0109207 0.00987574 0.00871189 0.00770921 0.00634032 0.00490806 0.00288174 0.00202632
internal_count=3910 3760 2948 2727 2491 2258 1839 691 452 239
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=13
num_cat=0
split_feature=453 4 16 51 1 48 2 47 15 16 15 15
split_gain=0.00011511 0.000112422 0.000100964 0.000219259 8.68622e-05 8.42531e-05 8.45203e-05 0.000112501 0.000117445 0.000130193 7.49354e-05 6.52126e-05
threshold=1.0000000180025095e-35 0.15927500000000003 -0.092424999999999993 0.077145000000000005 0.11198000000000001 0.091555000000000011 0.106285 0.09550500000000002 -0.0063699999999999989 0.15737500000000001 0.085285000000000014 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 7 8 -4 10 -10 -3
right_child=-2 4 5 -5 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0010731803807006559 -0.00063563322814394528 -0.00029357412395477727 -0.00073306429912179056 8.2709818789012947e-05 0.00066056363635327397 0.00042359669469181117 0.0004005345243388367 0.00040377048692516736 0.00038653783860508528 -0.00062399198827495532 -0.00025844302510764195 0.0004074079460328433
leaf_weight=0.0010856098394941586 0.0010567624112292192 0.0010141384896135419 0.001464481844611753 0.0015064618000782924 0.0016855816231309559 0.0017504569391463233 0.001335725654289046 0.0012086923446297179 0.0017951013586324045 0.0012240895617082964 0.0011275729858908996 0.0010269139403787184
leaf_count=314 99 120 615 177 347 300 344 130 351 133 865 115
internal_value=0 3.22489e-05 -5.68762e-05 -0.000401399 0.000331152 3.3273e-05 -5.05025e-05 -0.000138841 -0.000255722 -8.71429e-05 0.000137703 5.91107e-05
internal_weight=0 0.0162248 0.0124982 0.00259207 0.00372663 0.00990612 0.00815566 0.00681994 0.00561125 0.00414676 0.00292267 0.00204105
internal_count=3910 3811 3229 491 582 2738 2438 2094 1964 1349 1216 235
is_linear=0
shrinkage=0.00196078


Tree=3947
num_leaves=11
num_cat=0
split_feature=49 133 13 43 47 51 0 3 43 48
split_gain=3.28976e-05 4.57219e-05 6.55096e-05 6.00602e-05 4.65057e-05 7.79497e-05 7.96213e-05 0.000116116 6.85378e-05 5.70664e-05
threshold=-0.14644499999999996 0.10599500000000002 -0.23438999999999996 0.054875000000000007 0.09252500000000001 0.08955500000000001 -0.090939999999999979 -0.083144999999999983 -0.074254999999999988 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 9 -8 -6 -4
right_child=1 -3 3 -5 8 -7 7 -9 -10 -11
leaf_value=0.017227990264474038 0.022602870416906756 -0.022040967973317619 0.030660345807364604 -0.02447233383954079 0.0049284083595486942 -0.018074989735947119 0.015694944458538664 -0.022842247843913838 -0.031186650734676677 0.0017286151446052837
leaf_weight=0.0010079947550898959 0.0011758761190161756 0.0010022640821815637 0.0019283684869605005 0.001093253012057119 0.0010668315203128985 0.0013182124969354121 0.0016666695764102233 0.0014727602416767186 0.0010355421446163054 0.0010546106711385248
leaf_count=150 182 549 383 386 170 252 828 755 124 131
internal_value=0 -0.00153472 0.000205241 -0.0022709 0.000272515 0.00398326 0.00873261 -0.00238351 -0.0128604 0.0204317
internal_weight=0 0.0128144 0.0118121 0.0106362 0.009543 0.00744062 0.00612241 0.00313943 0.00210237 0.00298298
internal_count=3910 3760 3211 3029 2643 2349 2097 1583 294 514
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=12
num_cat=0
split_feature=52 52 13 13 43 12 13 1 0 4 1
split_gain=2.80081e-05 3.71805e-05 8.94548e-05 6.39531e-05 6.59635e-05 0.000113421 5.76499e-05 0.00010037 0.000111845 0.000112665 9.92028e-05
threshold=0.18936500000000003 0.10433000000000002 0.17936000000000002 0.019675000000000002 -0.062599999999999989 0.085845000000000019 -0.09547499999999999 0.10915500000000002 -0.10071499999999999 0.0057500000000000008 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 8 9 -8 -6
right_child=-2 -3 -4 -5 6 -7 7 -9 -10 -11 -12
leaf_value=0.038726647603575054 -0.016233147112882821 0.01647494017789292 -0.027669390122347665 0.025462099876434632 -0.012457622871976727 -0.0055109833212721917 -0.011904957685908907 -0.038960508102012209 -0.0304213781415851 0.030770198779783764 0.030153448201184947
leaf_weight=0.0010329981761638652 0.0010038627718284678 0.0014026507638410278 0.001115827019459832 0.0010552928681352046 0.0011455350291054473 0.0013204055373675246 0.0013338487101625125 0.0010532102089729411 0.0010986749621767732 0.0011537613917389777 0.0010445609553153263
leaf_count=528 449 284 177 329 137 567 103 129 894 120 193
internal_value=0 0.001115 -0.000782513 0.00214777 -0.000531467 0.0139066 -0.00550667 -0.0118191 -0.00384831 0.00788791 0.00786562
internal_weight=0 0.0127568 0.0113541 0.0102383 0.00918299 0.0023534 0.00682959 0.0046395 0.00358629 0.00248761 0.0021901
internal_count=3910 3461 3177 3000 2671 1095 1576 1246 1117 223 330
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=11
num_cat=0
split_feature=1 42 42 52 43 2 2 4 16 16
split_gain=2.9816e-05 6.30283e-05 5.68304e-05 8.21294e-05 9.37207e-05 7.3048e-05 9.22572e-05 4.40597e-05 3.86934e-05 3.00096e-05
threshold=0.12263000000000002 0.092145000000000019 0.088115000000000013 0.086950000000000013 0.0016850000000000001 0.085355000000000014 0.10251500000000001 -0.0010999999999999996 -0.092424999999999993 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 -1 -7 -5
right_child=-2 -3 -4 9 -6 6 -8 -9 -10 -11
leaf_value=0.026207485412534995 0.011346277620314709 -0.02038751242008785 0.023269470142441174 -0.030796391205830276 0.031678737273749216 -0.010366835334380649 0.0071078514745810274 -0.0017732501779734499 -0.038085051768444039 -0.0067239457108415005
leaf_weight=0.0011937099266130977 0.0019407101883876622 0.0016138558593838661 0.0010204757310034894 0.001066512948279994 0.0010131753098017813 0.0010008589408177849 0.0017426362079305193 0.0010647011728937886 0.0010137209355872022 0.0010066897166805863
leaf_count=447 394 704 390 534 203 114 372 115 562 75
internal_value=0 -0.00203428 0.000891833 -0.00161705 0.0035419 -0.00119702 -0.00974044 0.0130163 -0.0243144 -0.0191075
internal_weight=0 0.0117363 0.0101225 0.00910201 0.0070288 0.00601563 0.00375722 0.00225841 0.00201458 0.0020732
internal_count=3910 3516 2812 2422 1813 1610 1048 562 676 609
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=10
num_cat=0
split_feature=11 0 43 42 49 0 16 51 0
split_gain=2.94441e-05 3.62171e-05 7.46869e-05 4.86075e-05 0.000149879 7.44199e-05 8.70926e-05 7.64231e-05 5.58104e-05
threshold=0.080455000000000013 -0.017269999999999997 -0.084699999999999984 0.091230000000000019 -0.084114999999999981 -0.083424999999999985 -0.30307999999999996 0.08955500000000001 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 8 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.04063317657575799 -0.016614997434175161 0.032849635209553779 -0.0030391877434650331 0.01388901429967372 -0.019203907065829293 -0.017891897240349373 0.031767943045958952 -0.012610428735557953 0.0070108539173077038
leaf_weight=0.0010112679382320603 0.0010029303700605915 0.0010143346370091386 0.00135377584191644 0.0017308963390992799 0.0011225580923368839 0.0017192637075362331 0.0017025239478636279 0.0010046011760825725 0.0019575498696186148
leaf_count=187 241 103 232 778 237 917 147 162 906
internal_value=0 0.00118719 0.0123331 -0.00138824 -0.00449274 0.000376066 0.00580309 0.011821 0.0185269
internal_weight=0 0.0126168 0.00236811 0.0102487 0.00851776 0.0075065 0.00578723 0.00466467 0.00366007
internal_count=3910 3669 335 3334 2556 2369 1452 1215 1053
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=10
num_cat=0
split_feature=158 156 15 151 12 15 42 15 2
split_gain=2.9104e-05 5.10601e-05 5.87525e-05 0.000108631 8.40622e-05 0.000112782 0.000100062 8.353e-05 9.88823e-05
threshold=1.0000000180025095e-35 0.083820000000000019 -0.11739999999999999 -0.076429999999999984 0.088325000000000015 0.024640000000000006 0.08622500000000001 -0.017214999999999998 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -6 8 -5
right_child=-2 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.014062791003817382 -0.016470962277041954 -0.017135024446214866 0.035872958261425461 -0.030489091506374466 -0.0011961879162078616 -0.032670546450072821 0.032285027123616361 0.024895005031114956 0.0096850311533826748
leaf_weight=0.0016408043285942525 0.0010067504221972319 0.001354881439068519 0.0011071925255036847 0.0010749179637173296 0.0019473653657222391 0.0011967190579499848 0.0016480238175243091 0.001158243694090272 0.0014247047222338421
leaf_count=410 488 515 342 84 577 519 619 130 226
internal_value=0 0.0012003 0.00341875 0.00642004 0.00256085 -0.00602275 0.0141506 0.00269543 -0.00759113
internal_weight=0 0.0125529 0.011198 0.00955717 0.00844997 0.00485459 0.00359539 0.00365787 0.00249962
internal_count=3910 3422 2907 2497 2155 959 1196 440 310
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=14
num_cat=0
split_feature=41 158 50 49 130 43 47 13 1 43 49 151 150
split_gain=9.02149e-05 9.79696e-05 0.000106209 0.000125103 8.87361e-05 0.000148413 0.00012106 0.000118614 0.000146172 0.000114348 7.06108e-05 0.000205878 5.88816e-05
threshold=0.078535000000000008 0.08413000000000001 0.088425000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.17307499999999998 0.09550500000000002 -0.098524999999999988 0.094890000000000016 -0.013304999999999999 -0.047894999999999993 -0.039414999999999999 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 -6 7 -7 9 -9 11 -1 -13
right_child=-2 -3 -4 4 5 6 -8 8 -10 -11 -12 12 -14
leaf_value=0.00068513125158541684 -0.00057356452759986922 -0.00056365556347794284 -0.00044542917499238214 -0.0002544359501248408 0.00090273417898158312 0.00049999524196853097 0.0007256881378578568 0.0001097654944687927 0.00042818494965224298 -0.00074625329273162854 -0.00058338567123953136 -3.8270722207088849e-05 -0.00068049773788244391
leaf_weight=0.0010950145916405248 0.0010197047864522702 0.0010094014372541557 0.0014088762737311565 0.001179211204994199 0.0013972549882263503 0.0016905864101434049 0.0013510247426828702 0.0010087494991851483 0.0012241998230997451 0.0014804974801644367 0.0010990560920126078 0.0011104433258084523 0.0010852868845126259
leaf_count=201 195 411 652 268 88 123 161 583 296 508 201 105 118
internal_value=0 2.77963e-05 6.72546e-05 0.000119896 0.00024831 0.000321031 0.000200708 6.94609e-05 -0.000126545 -0.000399358 -0.000153077 -9.3608e-06 -0.000355705
internal_weight=0 0.0161396 0.0151302 0.0137213 0.00933152 0.00815231 0.00675506 0.00540403 0.00371345 0.00248925 0.0043898 0.00329074 0.00219573
internal_count=3910 3715 3304 2652 2027 1759 1671 1510 1387 1091 625 424 223
is_linear=0
shrinkage=0.00196078


Tree=3953
num_leaves=10
num_cat=0
split_feature=4 0 43 160 43 15 15 16 4
split_gain=2.94729e-05 5.63529e-05 4.00583e-05 5.37724e-05 8.92942e-05 5.50391e-05 7.6128e-05 6.01569e-05 4.79725e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.013304999999999999 -0.10469999999999999 0.035895000000000003 -0.055679999999999993 0.10597500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 7 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.016225881104645162 -0.020796396035312668 0.02118443687274121 0.032959566462288169 -0.015369144971174573 -0.012717238294160946 0.038190118188729472 -0.0075360963108525849 0.0047372916340165175 0.0049607213424315002
leaf_weight=0.001046671635786073 0.0018645921185184173 0.0012728402155431596 0.0010589887678185694 0.0013804850913217885 0.0018725592782479245 0.0010271666730521612 0.0017182870674905741 0.001127730294758808 0.0011811575547983804
leaf_count=176 1054 239 642 217 307 161 726 228 160
internal_value=0 0.0012429 -0.00101714 0.00262595 0.00627664 0.00135875 0.00816404 0.0206831 -0.0108077
internal_weight=0 0.0125038 0.011231 0.00818522 0.00680473 0.00574574 0.00387318 0.0021549 0.00304575
internal_count=3910 3734 3495 2281 2064 1422 1115 389 1214
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=10
num_cat=0
split_feature=4 16 2 4 150 42 47 4 2
split_gain=2.86316e-05 3.541e-05 3.96785e-05 7.59134e-05 6.03246e-05 7.02863e-05 7.12294e-05 0.000100348 4.10119e-05
threshold=0.27608500000000008 -0.38486499999999996 0.11043500000000002 -0.08422499999999998 0.086420000000000011 -0.089024999999999979 0.086425000000000016 -0.064054999999999987 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 7 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.018068373812597027 0.012034945907222644 -0.0063212363117867492 0.013160293500240601 0.029620572272462148 -0.018191464191733585 -0.01506130267463752 -0.018088796742273941 0.023953316138175376 -0.033243159771737384
leaf_weight=0.0012072622508354719 0.001701207667469235 0.0012510180647990841 0.001885381479756163 0.0011071315130579684 0.0011350136296625901 0.0010231913296017785 0.0013053862049160173 0.0018534555218280063 0.0010331466782370095
leaf_count=182 441 555 441 185 205 699 298 764 140
internal_value=0 -0.00184178 7.39947e-06 -0.00284024 0.00272708 0.00721604 0.00128477 0.0100762 -0.0184982
internal_weight=0 0.011801 0.0105937 0.00870834 0.00642418 0.00528916 0.00418203 0.00287665 0.00228416
internal_count=3910 3469 3287 2846 2151 1946 1761 1463 695
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=13
num_cat=0
split_feature=484 133 40 42 484 160 15 3 42 1 0 0
split_gain=8.70475e-05 7.98203e-05 9.37446e-05 9.86238e-05 0.000110041 0.000112893 0.000109388 0.000107135 0.000115167 6.98485e-05 0.000112166 1.7438e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.099550000000000013 0.090325000000000003 -0.10315499999999998 0.084100000000000022 0.092550000000000007 -0.10131499999999999 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 10 -9 -11
right_child=1 -3 3 4 -6 -7 -8 8 -10 11 -12 -13
leaf_value=-0.00054920637887975916 0.000634503789920062 -0.00048726312611528807 -0.00049101375873605152 0.00056208807059773759 -0.00049283016885629709 -0.00047304362993009916 0.00071207525301367832 0.00073445294725714742 -0.00043537757025034188 -0.00028735585174127391 -0.00011474142751906386 7.5964149933790569e-05
leaf_weight=0.0010916670616546659 0.0010273998145189705 0.0010866502180020528 0.0013090911986930751 0.0016608673662719875 0.0011698472854914628 0.0010331224196551006 0.0014152733936255166 0.0014589061265338817 0.0016889695065751831 0.0010083006692906404 0.0010134055296035049 0.0010234148803311273
leaf_count=612 243 472 334 233 298 99 320 78 549 89 387 196
internal_value=0 2.44098e-05 6.46753e-05 1.88704e-05 7.70536e-05 0.000141765 0.000210291 0.000119869 1.2725e-06 0.000165012 0.000386366 -0.000104344
internal_weight=0 0.0148952 0.0138086 0.0127812 0.0114721 0.0103023 0.00926914 0.00785386 0.006193 0.00450403 0.00247231 0.00203172
internal_count=3910 3298 2826 2583 2249 1951 1852 1532 1299 750 465 285
is_linear=0
shrinkage=0.00196078


Tree=3956
num_leaves=12
num_cat=0
split_feature=484 457 160 133 4 12 2 2 13 4 4
split_gain=7.91735e-05 0.000111333 0.000108832 0.000204072 0.000118697 0.000106164 0.00010107 0.000110913 8.23507e-05 7.94084e-05 8.7182e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.080184999999999992 -0.090054999999999982 0.25367000000000006 0.10371500000000002 0.10113500000000002 0.092175000000000021 0.0024700000000000004 -0.078094999999999984 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 9 -5 -11
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00052379527473125995 -0.00057402713140211603 -0.00035001905416986827 -0.000608122775725921 0.0008147629883489319 0.00070430584989519579 -0.00045047215523572173 -0.00016846313374128748 0.00086045691962309643 -0.00027527492568107616 -0.00019733325568013375 0.000493006401050215
leaf_weight=0.0010540459828603131 0.0010823174297632772 0.001960339750246517 0.0012327120918661097 0.0010094776495472124 0.0017321641112267487 0.0010238694093223548 0.0019586276260641113 0.0012649671485771841 0.0010577172983306654 0.0013068454819187459 0.0015229952265078672
leaf_count=612 197 615 427 423 353 206 337 180 153 332 75
internal_value=0 3.19726e-05 7.85893e-05 0.000147975 0.000233668 0.000144519 0.000219537 0.000342865 0.000209164 0.000342625 0.000174201
internal_weight=0 0.015152 0.0140697 0.0121094 0.0108767 0.0091445 0.00812063 0.006162 0.00489704 0.00383932 0.00282984
internal_count=3910 3298 3101 2486 2059 1706 1500 1163 983 830 407
is_linear=0
shrinkage=0.00196078


Tree=3957
num_leaves=11
num_cat=0
split_feature=158 50 156 1 15 151 49 16 42 4
split_gain=2.5194e-05 4.617e-05 5.90316e-05 4.71168e-05 7.22156e-05 5.59218e-05 7.36962e-05 3.946e-05 0.000110862 2.32079e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.083820000000000019 0.12730000000000002 -0.11739999999999999 -0.024429999999999997 -0.07107999999999999 0.18936500000000003 0.084100000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.020381881989589009 -0.015310577854136984 -0.018621212094433539 -0.016676239093000443 0.024885650176769331 0.024605347217166708 -0.021318738122419901 0.0032656021981869463 0.022668503208512689 -0.02611067609498215 0.02069018719783328
leaf_weight=0.0011351119186837491 0.0010075724439139169 0.0010818440442194903 0.0013466867103482166 0.0011269232347879505 0.0014145783652309051 0.0010698662610526197 0.0015098333683013689 0.0012898917093109655 0.0010110114885462209 0.0015481764193577205
leaf_count=234 488 655 487 211 276 96 574 213 558 118
internal_value=0 0.00112558 0.002991 0.00561193 0.00319281 0.00660461 0.00264375 0.00742768 0.0025963 0.0120871
internal_weight=0 0.0125339 0.0114521 0.0101054 0.00897847 0.00784336 0.00642878 0.00535891 0.00406902 0.00305801
internal_count=3910 3422 2767 2280 2069 1835 1559 1463 1250 692
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=11
num_cat=0
split_feature=15 15 43 131 16 133 16 52 160 16
split_gain=3.00511e-05 4.63767e-05 4.1896e-05 7.93611e-05 6.74059e-05 9.39781e-05 6.71239e-05 0.000105381 5.62268e-05 4.49534e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 0.08103500000000001 0.15737500000000001 0.085515000000000022 -0.19424999999999998 1.0000000180025095e-35 -0.026849999999999995 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -8 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 -11
leaf_value=0.015674149791056712 -0.021709109164829255 0.01484985272217409 -0.020585609933228305 -0.027891456967686176 -0.017674700471264234 0.032750875517009032 0.015689894955244064 0.03119428403726256 0.0020669396728306439 -0.025223448908396087
leaf_weight=0.0011100876275872773 0.0010402263748951557 0.001695439516817253 0.0012188762048707027 0.0010687484666981129 0.0015763213995617347 0.0010529540509480262 0.0011023335513228433 0.0012096193892835111 0.0012081526493995113 0.0012062146296349867
leaf_count=317 297 233 160 510 422 693 169 573 281 255
internal_value=0 -0.00150098 0.000352944 -0.00219585 0.00100692 0.00521493 0.000338035 0.00573406 -0.00302335 -0.0115673
internal_weight=0 0.0123789 0.0113387 0.00964322 0.00857447 0.00699815 0.0059452 0.00472632 0.0035167 0.00241437
internal_count=3910 3593 3296 3063 2553 2131 1438 1278 705 536
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=10
num_cat=0
split_feature=4 156 42 151 12 0 43 0 1
split_gain=2.8069e-05 2.83091e-05 4.11545e-05 4.28295e-05 6.94488e-05 6.9699e-05 6.72325e-05 6.60074e-05 1.09706e-05
threshold=0.27608500000000008 0.086130000000000012 -1.0000000180025095e-35 -0.024429999999999997 0.088325000000000015 -0.10071499999999999 -0.074254999999999988 -0.18087499999999998 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 7 -6 -5 -1
right_child=-2 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.020529250643604995 0.011911253214980835 -0.017712041341910206 0.017491915973010041 -0.015325620816241968 0.027915492515954578 -0.025264184814548049 -0.0022169746571922048 0.017456009222555757 -0.0057699695677461988
leaf_weight=0.0010113887962064734 0.0017046815618059806 0.0010233085359914835 0.0015946864616377503 0.0011998179041876611 0.0013085333247968081 0.0016191263456136109 0.0017056966085378386 0.0012585072113373051 0.0010031141384687393
leaf_count=780 441 468 367 77 278 630 548 146 175
internal_value=0 -0.0018219 -0.000302345 0.00268416 -0.000645613 -0.00915409 0.0108641 0.0014565 -0.0131799
internal_weight=0 0.0117242 0.0107009 0.00868637 0.00709168 0.00407745 0.00301423 0.00245833 0.0020145
internal_count=3910 3469 3001 2046 1679 853 826 223 955
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=10
num_cat=0
split_feature=1 4 15 150 151 4 3 3 43
split_gain=2.38551e-05 6.09854e-05 5.21727e-05 4.27512e-05 6.06327e-05 8.26022e-05 6.89074e-05 3.73e-05 3.11181e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 0.077110000000000012 -0.0095999999999999992 0.24280000000000004 0.076695000000000013 -0.048154999999999996 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -2 6 7 -6 -1
right_child=3 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0036487840798737504 -0.022682629243411748 -0.030114960823426098 -0.0025984545915910483 0.01679268564324608 -0.0063441075323664711 0.022572713121210539 -0.025395590809463738 0.019357445280339433 0.017932615362287133
leaf_weight=0.0015845908857852766 0.0010319380583260693 0.001306395637691309 0.0014581747126008757 0.0018420111772645678 0.0012803990899196145 0.0016127777093244721 0.0011069871094448458 0.0010101452958706436 0.0011551872279041281
leaf_count=534 142 1010 565 349 638 327 146 108 91
internal_value=0 -0.00512274 -0.0156014 0.00345603 -0.000609715 0.00393649 -0.00490996 0.00499045 0.0054507
internal_weight=0 0.00550435 0.00276457 0.00788426 0.00604225 0.00501031 0.00339753 0.00229054 0.00273978
internal_count=3910 2200 1575 1710 1361 1219 892 746 625
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=10
num_cat=0
split_feature=39 13 48 51 457 1 1 16 2
split_gain=2.4122e-05 6.06355e-05 7.12695e-05 7.18014e-05 0.000106599 8.76994e-05 0.000102248 3.55471e-05 5.60166e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.08955500000000001 0.082870000000000013 0.11198000000000001 0.092550000000000007 -0.091214999999999977 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.019273721179510706 0.011289284454205458 -0.013241161974699558 -0.028292012307165437 -0.026528777635003654 0.028733832488454011 0.021900307342623826 -0.032454754054683246 0.021337825529337984 -0.0060910346716757744
leaf_weight=0.0012377135368831617 0.0016410215725980925 0.0015536058645790538 0.0010934356836449265 0.0010078637654165673 0.0012439491978961104 0.0011805455057010408 0.0013226566201823085 0.0012756282261323323 0.0017884528893012998
leaf_count=161 459 424 140 329 192 187 370 604 1044
internal_value=0 -0.00165691 -0.00413214 -0.00131361 0.00172452 -0.00299375 -0.00794103 -0.000919496 0.00532806
internal_weight=0 0.0117039 0.0104661 0.0093727 0.00836484 0.00712089 0.00594034 0.00461769 0.00306408
internal_count=3910 3451 3290 3150 2821 2629 2442 2072 1648
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=11
num_cat=0
split_feature=133 484 42 47 0 4 52 15 15 48
split_gain=2.4905e-05 6.00381e-05 9.88751e-05 7.86988e-05 6.06104e-05 9.80575e-05 8.16576e-05 6.31469e-05 5.09805e-05 3.75269e-05
threshold=0.10599500000000002 0.087420000000000012 -0.090359999999999982 0.087850000000000025 -0.13506999999999997 0.15045000000000003 0.096170000000000019 0.014775000000000002 -0.10469999999999999 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 -6 -5 -4
right_child=-2 -3 3 8 5 -7 -8 -9 -10 -11
leaf_value=-0.024557680870581758 -0.015048636997190501 -0.021861863722323665 0.010516833562580697 -0.025672579942730769 -0.013194259348457383 0.044289028202735642 0.033136285931164682 0.017309326683094581 0.0041264747459505728 -0.01254801217419923
leaf_weight=0.0011431690091195266 0.0010231531086569027 0.0010344475275729263 0.0014921277112211065 0.0010740765286142767 0.0014496057516593115 0.0011001253470914029 0.0011222835128648231 0.0012760708259863761 0.0012333852351723582 0.0013379153937813637
leaf_count=363 557 341 239 173 780 260 298 569 212 118
internal_value=0 0.0011909 0.00331463 0.00647386 0.0112852 0.0179611 0.010434 0.0010865 -0.00974438 -0.000387174
internal_weight=0 0.0122632 0.0112288 0.0100856 0.00777813 0.00494809 0.00384796 0.00272568 0.00230746 0.00283004
internal_count=3910 3353 3012 2649 2264 1907 1647 1349 385 357
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=14
num_cat=0
split_feature=484 133 40 42 484 160 1 151 3 4 4 3 15
split_gain=8.71015e-05 7.00635e-05 0.000154251 0.000111885 9.93977e-05 9.45301e-05 0.000117864 0.000162333 0.000148238 0.000144629 0.000124517 6.95236e-05 6.72549e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.099550000000000013 0.092550000000000007 -0.0060399999999999994 -0.11266 0.08734500000000002 0.018480000000000003 0.084925000000000014 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -5 -9 11 12 -10
right_child=1 -3 3 4 -6 -7 7 9 10 -11 -12 -13 -14
leaf_value=-0.00055997693866274281 0.00077284605276194032 -0.00046278593100172733 -0.00053685471233268429 0.00098067404286510227 -0.00047312479018035637 -0.00043586850113135354 -0.0007610805281559437 -0.00025749710056631388 -0.00057317421012729141 0.00061317544569998493 0.00072946022970913607 0.00038336665009354898 0.00013842407895382094
leaf_weight=0.0010762224575425619 0.0010613512128073094 0.0010866557587184628 0.0013595933593717963 0.0011801331577818959 0.0012188003369224603 0.0010648543932586249 0.0010015791298018514 0.0015566142910031784 0.0010369295580503909 0.0013871814175254106 0.0012233173241749315 0.0011300291793138184 0.0010060908519694913
leaf_count=612 243 472 334 100 298 99 146 307 466 212 141 62 418
internal_value=0 1.71092e-05 5.37648e-05 -4.20634e-06 5.71365e-05 0.000118183 0.000180144 -7.92119e-05 0.000363638 0.000152783 0.000198005 -6.88882e-06 -0.000222746
internal_weight=0 0.0153131 0.0142265 0.0131651 0.0118055 0.0105867 0.00952187 0.00394537 0.0055765 0.0029438 0.00439637 0.00317305 0.00204302
internal_count=3910 3298 2826 2583 2249 1951 1852 665 1187 519 1087 946 884
is_linear=0
shrinkage=0.00196078


Tree=3964
num_leaves=9
num_cat=0
split_feature=1 0 3 4 2 1 15 0
split_gain=2.75257e-05 5.09819e-05 7.12938e-05 5.22377e-05 4.45523e-05 4.87202e-05 5.33496e-05 7.78892e-05
threshold=0.085835000000000009 -0.083674999999999986 -0.089604999999999976 0.0021050000000000005 0.11462500000000002 0.089175000000000018 -0.10071499999999999 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -7 -8
right_child=4 2 -4 -5 -6 6 7 -9
leaf_value=-0.034135059127926977 0.019731025119176876 0.017056242663580089 -0.012353675145996666 -0.0029891083346900989 0.017675904115762749 0.0092234023619505983 -0.024934382309175537 0.0069025083359982274
leaf_weight=0.001004306753598264 0.0010066692657364285 0.0016444906284770744 0.001652566498226979 0.0011610082622045543 0.0017732218737896771 0.0018352563597759186 0.0019159144565859736 0.0012830767293626518
leaf_count=846 214 306 720 328 413 233 565 285
internal_value=0 -0.00551388 0.00231527 -0.0174351 0.00373906 -0.000351895 -0.00436776 -0.012165
internal_weight=0 0.00546237 0.00329706 0.00216532 0.00781414 0.00604092 0.00503425 0.00319899
internal_count=3910 2200 1026 1174 1710 1297 1083 850
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=12
num_cat=0
split_feature=484 52 52 51 160 12 42 43 4 4 0
split_gain=9.08856e-05 6.97772e-05 7.49496e-05 0.000110284 7.43887e-05 8.40599e-05 8.30451e-05 5.79017e-05 9.8561e-05 7.43513e-05 5.24043e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.0084849999999999978 -1.0000000180025095e-35 0.10673000000000001 -1.0000000180025095e-35 -0.07526999999999999 -0.056579999999999991 0.24280000000000004 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 -6 -8 -9 -10 -5
right_child=1 4 3 10 5 -7 7 8 9 -11 -12
leaf_value=-0.00056544298926777163 -0.00020055651089545486 -0.00047110271137860532 0.00075587145242764328 -0.00020684694622878516 -0.00037292857380024209 -0.00052183150841555656 0.0004787121122667597 0.00043533144237526826 -0.00046639997561972649 0.00020058168507768373 0.00039507583575126674
leaf_weight=0.001048449395039455 0.001231774952309886 0.0014708797276166167 0.0015613148123851156 0.0011812920976764195 0.001275718711018471 0.0010124410299286492 0.0017450317053740658 0.0016156114219857336 0.0014980004580121514 0.0011252457019438073 0.0010507059299591378
leaf_count=612 369 625 265 72 606 165 161 438 122 188 287
internal_value=0 3.20012e-05 0.000219673 0.000356131 -6.47937e-05 7.45341e-06 8.12687e-05 0.0001781 5.43455e-05 -0.000180297 7.65063e-05
internal_weight=0 0.014768 0.00502509 0.00379331 0.00974293 0.00827205 0.00725961 0.00598389 0.00423886 0.00262325 0.002232
internal_count=3910 3298 993 624 2305 1680 1515 909 748 310 359
is_linear=0
shrinkage=0.00196078


Tree=3966
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 160 42 42 151 1 2
split_gain=9.19385e-05 8.36404e-05 8.69556e-05 0.000123127 0.000110323 0.000161366 0.000102031 0.000104946 0.000116168 0.000159097 0.000136568
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 0.091735000000000025 -0.0088999999999999982 0.10113500000000002 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 -10
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00055934895633948632 -0.00044860583770210964 -0.00048478841054330025 -0.00066808436422243422 0.00063546742514767696 0.00065368453877455467 -0.00042709115843274223 -0.00023995719400478232 -0.0003610430960685294 -0.00025799450326471744 0.00090055486961351696 0.00052322262810138584
leaf_weight=0.0010838095163406341 0.001130635314417666 0.0011163550677011245 0.0012713608766577863 0.0015575194007197155 0.0010481437076193855 0.0013143622086103828 0.0013870470272308302 0.001231223861145575 0.0016046919599294056 0.0016515774252314291 0.0018546923102447099
leaf_count=612 340 472 482 141 218 603 216 248 229 203 146
internal_value=0 3.17893e-05 7.28308e-05 0.00011846 4.75945e-05 -1.39927e-05 7.79604e-05 0.000163845 0.000263299 0.000399876 0.000160842
internal_weight=0 0.0151676 0.0140513 0.0129206 0.0113631 0.010315 0.00904359 0.00772923 0.00649801 0.00511096 0.00345938
internal_count=3910 3298 2826 2486 2345 2127 1645 1042 794 578 375
is_linear=0
shrinkage=0.00196078


Tree=3967
num_leaves=10
num_cat=0
split_feature=159 51 15 1 43 42 52 2 0
split_gain=2.66509e-05 3.61671e-05 5.70712e-05 6.07195e-05 8.36891e-05 3.04294e-05 6.97752e-05 7.14203e-05 7.48791e-05
threshold=-0.034019999999999988 0.090935000000000016 -0.15202999999999997 0.092730000000000021 -0.053009999999999995 0.086325000000000013 0.084240000000000023 0.085355000000000014 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.015622154505591136 0.02132826766037544 0.017374161745303918 0.031493007097429367 0.0017895801532331016 -0.031030857845934724 -0.0095687889350624944 -0.012324094790371859 -0.017795408024907654 0.018052724252311962
leaf_weight=0.0010182727114725005 0.001071400157754354 0.0012445409409997761 0.0013673106101328271 0.0015595914047410162 0.0015481594813385349 0.0016490547898059156 0.0014870610200547708 0.0010129553891822579 0.0013717276185920219
leaf_count=520 386 308 296 271 380 716 427 80 526
internal_value=0 0.00121155 -0.00060598 -0.00295699 -0.0145603 0.00227814 0.0060071 0.0132725 0.00282531
internal_weight=0 0.0123118 0.0110673 0.00999586 0.00310775 0.00688811 0.00523905 0.00375199 0.00238468
internal_count=3910 3390 3082 2696 651 2045 1329 902 606
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=10
num_cat=0
split_feature=4 43 0 43 160 52 151 4 0
split_gain=2.36746e-05 5.5103e-05 6.99975e-05 4.47637e-05 6.38045e-05 9.07486e-05 8.15628e-05 9.75884e-05 5.40633e-05
threshold=-0.49837999999999999 -0.24333999999999997 -0.035699999999999989 0.0033500000000000005 -1.0000000180025095e-35 0.086635000000000004 -0.0088999999999999982 0.074650000000000008 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.014844458868133832 -0.019733954438597111 -0.01324698809816814 0.022269782650497498 -0.017555339019568499 -0.019970054989225501 0.031893270452185665 0.011818865998920422 0.033563857568005104 -0.016985502014321821
leaf_weight=0.0010023034213312758 0.0011466201514669658 0.0019275108056367295 0.0016542475650966225 0.0012623917960797549 0.0012998612097748323 0.0012314223350148347 0.0014068719679487568 0.0011365353002327685 0.0012137836308164503
leaf_count=176 199 917 300 632 302 336 118 224 706
internal_value=0 0.00113933 0.00328921 -2.34457e-05 0.00267034 0.00754924 0.00162132 0.00909121 -0.00152217
internal_weight=0 0.0122792 0.0111326 0.00947838 0.00821599 0.00628847 0.00505705 0.00375719 0.00262066
internal_count=3910 3734 3535 3235 2603 1686 1350 1048 824
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=13
num_cat=0
split_feature=484 474 2 2 16 0 52 49 49 12 3 43
split_gain=7.22087e-05 7.39286e-05 8.616e-05 0.000129704 0.00010743 0.000120747 8.3027e-05 0.000165411 8.28369e-05 0.000103722 7.38703e-05 7.54097e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086545000000000025 0.079395000000000007 -0.15168999999999996 -0.07773999999999999 -0.068164999999999989 -0.047894999999999993 -0.0092149999999999992 0.089995000000000006 0.096385000000000012 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -4 -8 10 11 -10
right_child=1 -3 6 -5 5 -7 8 -9 9 -11 -12 -13
leaf_value=-0.0005005558256478542 0.00048285633164818205 0.0004890569627084341 0.00092574297115530658 -0.00076437293260557505 -0.00069413436805844191 0.0001234290388451431 -0.000482149147652603 -7.615802124976868e-05 0.00014915270734304123 -0.00026918127335665671 -0.00012648424581195061 0.00088266303260004474
leaf_weight=0.0010711075055843877 0.0010911023317005707 0.0012201193073271216 0.0012135302549401168 0.0012533445999187882 0.0012561382046560982 0.0015534541946033047 0.001194514360097404 0.0013255844859745959 0.0010816377192363106 0.001911222113807847 0.0010172224929162047 0.0010738216685700071
leaf_count=612 156 318 126 485 316 301 189 380 258 536 106 127
internal_value=0 2.61917e-05 -1.42297e-05 -0.00021563 -3.93114e-05 -0.000242095 0.000103493 0.000402685 -1.7506e-05 9.16666e-05 0.000309041 0.000514578
internal_weight=0 0.0151917 0.0139716 0.00515404 0.00390069 0.00280959 0.00881753 0.00253911 0.00627842 0.0050839 0.00317268 0.00215546
internal_count=3910 3298 2980 1258 773 617 1722 506 1216 1027 491 385
is_linear=0
shrinkage=0.00196078


Tree=3970
num_leaves=12
num_cat=0
split_feature=11 133 484 0 42 160 0 48 1 15 4
split_gain=5.68033e-05 6.1563e-05 9.39705e-05 0.000115661 8.76878e-05 6.89866e-05 0.000104444 0.000168089 0.000114149 0.000192833 9.17624e-05
threshold=0.08184000000000001 0.10681500000000001 0.088645000000000015 -0.017269999999999997 -1.0000000180025095e-35 0.099550000000000013 -0.18901999999999997 0.086065000000000016 0.088785000000000017 -0.050004999999999994 -0.043059999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 10 -10 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.00039707429524387788 -0.00045098446655602795 -0.00042379936089078897 -0.00051269549817816015 0.00055435795955560783 -0.00026097003008465961 -0.00036085933915024277 0.00081965262535735664 0.00089629303183435063 0.00028183602559235646 -0.00083439802217743152 1.4349404384503372e-05
leaf_weight=0.001566998252198735 0.0010174545076423744 0.0010704798507615897 0.0010005808746809943 0.0019186952592670807 0.0016793306345884813 0.0010661977584155635 0.0011555087309051437 0.0013676559031033245 0.0014525856050668163 0.0010078659710641147 0.0010279742567240019
leaf_count=783 224 539 294 261 153 195 316 312 220 219 394
internal_value=0 2.84955e-05 6.50551e-05 0.000112274 3.01139e-05 0.000106555 0.000171353 0.000292122 0.000114191 -0.000175403 0.000440519
internal_weight=0 0.0143139 0.0132434 0.0122428 0.0103241 0.00875712 0.00769092 0.00601159 0.00464393 0.00246045 0.00218348
internal_count=3910 3686 3147 2853 2592 1809 1614 1461 1149 439 710
is_linear=0
shrinkage=0.00196078


Tree=3971
num_leaves=10
num_cat=0
split_feature=11 39 13 0 51 52 1 4 0
split_gain=2.57288e-05 3.15515e-05 8.81703e-05 6.83888e-05 5.04462e-05 5.74997e-05 6.39717e-05 6.22014e-05 4.9665e-05
threshold=0.077330000000000024 0.005105000000000001 -0.094679999999999986 -0.053834999999999994 -0.0084849999999999978 0.071660000000000015 0.086560000000000012 0.05309500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 -6 -8 -1
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.0033409687870418966 -0.013808218456257314 0.014500554628931545 0.017021232837778892 -0.02466523817934467 0.0065479463864118945 0.0097408828728801633 -0.037369361076151013 -0.006069009790794974 0.033462611878128622
leaf_weight=0.001196186892905151 0.0012359473502546658 0.0015829537908491091 0.0012529968013394776 0.00150408394308112 0.0012315358389855908 0.0017572808572092289 0.0012305824409478139 0.0013115768526998084 0.0010092076694509016
leaf_count=260 279 445 531 329 567 931 360 120 88
internal_value=0 0.00134024 -0.000645016 -0.00537347 -0.00109626 -0.00520063 -0.0121584 -0.0212206 0.0171249
internal_weight=0 0.0120764 0.0104935 0.00828806 0.00678397 0.00553098 0.0037737 0.00254216 0.00220539
internal_count=3910 3631 3186 2838 2509 1978 1047 480 348
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=14
num_cat=0
split_feature=484 133 0 484 52 52 1 2 3 2 48 16 1
split_gain=7.98684e-05 6.37021e-05 9.3212e-05 6.98548e-05 7.88803e-05 9.75636e-05 9.06949e-05 6.43334e-05 8.25512e-05 0.000101473 6.37859e-05 6.37076e-05 9.03513e-06
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.087420000000000012 -0.068164999999999989 -0.37613999999999997 0.085990000000000011 0.10679500000000001 -0.078884999999999997 0.085155000000000022 0.016865000000000002 -0.14879499999999998 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -6 -9 -10 -13
right_child=1 -3 -4 -5 7 6 -8 10 11 -11 -12 12 -14
leaf_value=-0.00054650172955101771 -0.00023129250582712475 -0.00044123567314076643 0.00061605407207181487 -0.00046816360661346498 -0.0006564577462248168 2.4968825824599153e-05 0.00075657168661137793 -0.00069652446612119938 0.00061800281425577694 0.00016278129583523025 -1.406659312614917e-05 0.00017695651558266508 -8.5125724474746168e-05
leaf_weight=0.0010175485118087664 0.0010202730731091649 0.0010601930289913892 0.0010601382709152255 0.0010717363346549246 0.0011143697971758965 0.0010516087032443637 0.0017121096590682139 0.0010397050358338837 0.0011802809965261282 0.0012151248157362222 0.0010668086004991077 0.0010027123227134985 0.0010203615796895221
leaf_count=612 299 472 70 328 467 173 280 232 137 395 110 210 125
internal_value=0 2.16374e-05 5.78401e-05 1.04787e-05 5.53848e-05 0.000286895 0.000478193 -5.92888e-05 5.17378e-05 -0.000229121 -0.000350905 0.00025598 4.47722e-05
internal_weight=0 0.0146154 0.0135552 0.0124951 0.0114234 0.00378399 0.00276372 0.00763936 0.00553285 0.00232949 0.00210651 0.00320335 0.00202307
internal_count=3910 3298 2826 2756 2428 752 453 1676 1334 862 342 472 335
is_linear=0
shrinkage=0.00196078


Tree=3973
num_leaves=12
num_cat=0
split_feature=484 52 52 1 52 2 0 0 3 0 12
split_gain=7.66758e-05 6.76453e-05 8.39413e-05 0.000106683 7.3125e-05 6.3384e-05 0.00010363 6.33097e-05 6.92574e-05 0.000140717 0.000105586
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 0.097480000000000011 -0.088354999999999989 0.12547000000000003 -0.17106499999999999 -0.10209999999999998 -0.078884999999999997 -0.084154999999999994 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -3 -8 10 -10 -9
right_child=1 5 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00052337374501620524 -0.00023741234819301009 0.000505442426774572 -0.00024122647298609767 0.00079633780619474252 0.00044371924864301479 -0.00052993156452466679 -0.00042145607204591953 -0.00058999085640395554 0.00071561589102611223 -0.00017453173421025839 0.00016767596263453648
leaf_weight=0.0010334434034978144 0.0011947336814225468 0.001270245122246859 0.001168750965242292 0.0013667393346735376 0.0012298321751241991 0.0010144555713026164 0.001793203982879488 0.0014239397188618406 0.0012331279008401894 0.0015298768867269006 0.0014047639005212546
leaf_count=612 369 120 224 287 113 201 265 748 164 398 409
internal_value=0 2.92599e-05 0.000215423 0.000359107 0.000109968 -6.62328e-05 -1.18835e-05 -0.000100866 1.94352e-06 0.000222741 -0.000213726
internal_weight=0 0.0146297 0.00496006 0.00376532 0.00239858 0.00966961 0.00865516 0.00738491 0.00559171 0.002763 0.0028287
internal_count=3910 3298 993 624 337 2305 2104 1984 1719 562 1157
is_linear=0
shrinkage=0.00196078


Tree=3974
num_leaves=13
num_cat=0
split_feature=484 133 40 156 42 43 4 43 4 15 52 4
split_gain=7.86196e-05 7.9409e-05 0.00010426 8.17237e-05 8.77796e-05 9.41074e-05 9.87762e-05 9.78616e-05 8.62379e-05 0.00019607 0.000125856 0.000132001
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.090135000000000007 -0.089744999999999978 -0.15109999999999998 -0.23071499999999998 -0.079374999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.068164999999999989 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 9 -9 -10 -12
right_child=1 -3 3 -5 5 6 7 8 10 -11 11 -13
leaf_value=-0.00052988314586437471 0.00066140913978789205 -0.00047697506329350621 -0.00040977804302194654 -0.00051441966686502718 0.00069786928244446251 -0.00050630059382409493 -0.00039361828590208812 0.0009919283275911172 0.00058035121744164824 -3.4875659121646986e-05 -0.00061439265283298337 0.00018987177036131327
leaf_weight=0.0010257930805101087 0.0010631502077544262 0.0010955356730964058 0.0013134365327797408 0.0010047796070031144 0.0010068999344004055 0.001028659160214644 0.0011532231176543083 0.0014526478065227096 0.0012402624827790448 0.0014079773954837717 0.0013745740311690696 0.0018279427822035712
leaf_count=612 243 472 313 311 86 108 370 187 113 605 204 286
internal_value=0 3.124e-05 7.13716e-05 2.24037e-05 6.80929e-05 0.000127914 6.7411e-05 0.000137197 0.000221014 0.000486543 5.0044e-05 -0.000155332
internal_weight=0 0.0149691 0.0138736 0.0128104 0.0118056 0.0104922 0.00948529 0.00845663 0.0073034 0.00286063 0.00444278 0.00320252
internal_count=3910 3298 2826 2583 2272 1959 1873 1765 1395 792 603 490
is_linear=0
shrinkage=0.00196078


Tree=3975
num_leaves=12
num_cat=0
split_feature=484 133 40 160 42 160 457 0 4 52 3
split_gain=7.84884e-05 8.29502e-05 8.91295e-05 7.61013e-05 9.10311e-05 0.000104778 8.10858e-05 0.000109853 0.000111982 0.000119123 7.9649e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 -0.089744999999999978 -0.080184999999999992 0.082870000000000013 -0.15713499999999997 0.15927500000000003 0.071660000000000015 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 9 10 -9
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00053327311520007465 0.00063342903455123418 -0.00049577574796629313 -0.00041432884738320537 -0.00046514326393508109 -0.0002911315571867609 -0.00035828420968703163 0.00073759281125553564 -0.00054367396203748521 0.0007792798785886914 0.00050523742098994252 0.00013444031721114057
leaf_weight=0.0010201398763500799 0.001002098804014479 0.0010725305024724971 0.0013053158043535339 0.0011070350820092884 0.0018167082977206756 0.0013140076867125998 0.0010512295974222791 0.0010921161699994221 0.001290908241151678 0.0019074280854924565 0.0017065218925674068
leaf_count=612 243 472 313 135 528 99 120 491 216 435 246
internal_value=0 2.92043e-05 7.06257e-05 2.5834e-05 7.31623e-05 0.000135677 0.000228402 0.000155186 0.000267694 0.000127362 -0.000130181
internal_weight=0 0.0146659 0.0135934 0.0125913 0.0114842 0.0101789 0.00836221 0.00731098 0.00599697 0.00470607 0.00279864
internal_count=3910 3298 2826 2583 2448 2135 1607 1487 1388 1172 737
is_linear=0
shrinkage=0.00196078


Tree=3976
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 2 0 16 15 42 4
split_gain=0.000109892 8.09377e-05 9.07387e-05 0.000116078 0.000206585 6.7609e-05 0.000124154 7.92906e-05 0.00012219 0.000162042 5.25755e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.15007499999999999 0.077800000000000022 0.12547000000000003 -0.17106499999999999 0.18936500000000003 0.088190000000000004 0.084100000000000022 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 8 9 10 -8
right_child=1 5 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00060920120388446484 -0.00023751411452998413 0.00052737771963225558 -2.2454161277599699e-05 -2.2323751182092077e-05 0.0011480743319127074 -0.00053920350235745352 -0.00033977561173211321 0.00034328270607070926 0.00020417904438189524 -0.00094211604164682011 0.00017193650636729966
leaf_weight=0.00112097887588766 0.0012651281286028297 0.0013528329453770241 0.001732372293253015 0.0010161210482407083 0.001350351440928774 0.0010824343990622877 0.0019488213929328448 0.0012195039677048887 0.0019954821301376097 0.001369124363681677 0.0012783093480546496
leaf_count=612 369 120 63 186 375 201 593 43 681 480 187
internal_value=0 2.63835e-05 0.000221522 0.000363205 0.000645526 -7.57698e-05 -2.10304e-05 -0.000116009 -0.000200981 -0.000376882 -0.00013708
internal_weight=0 0.0156105 0.00536397 0.00409884 0.00236647 0.0102465 0.00916407 0.00781124 0.00659174 0.00459626 0.00322713
internal_count=3910 3298 993 624 561 2305 2104 1984 1941 1260 780
is_linear=0
shrinkage=0.00196078


Tree=3977
num_leaves=12
num_cat=0
split_feature=484 52 52 1 12 160 52 42 43 4 4
split_gain=9.12809e-05 8.34618e-05 8.70675e-05 9.78109e-05 7.33156e-05 7.83828e-05 6.37147e-05 4.98842e-05 6.74281e-05 9.52889e-05 9.27834e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 0.097480000000000011 0.10852500000000001 -1.0000000180025095e-35 -0.088354999999999989 -1.0000000180025095e-35 -0.07526999999999999 -0.0010999999999999996 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -3 -4 -7 -9 -10 -11
right_child=1 4 3 -5 -6 7 -8 8 9 10 -12
leaf_value=-0.00057140778822091693 -0.00023252629950997624 -0.00043147547769253051 -0.00018086824324049482 0.00079430077005799953 -0.000570232419398291 -0.00028518420524096963 0.00045298050058075644 0.00045917311113438967 0.00037885889530043989 -0.00055085223021389526 0.00019948485285097085
leaf_weight=0.0010426639790195374 0.0011722489973085264 0.0014674751303508362 0.0011970731674698985 0.0013856457061469192 0.0010340222544430325 0.00128532738308006 0.0012426458596730109 0.0017900743931751071 0.0016117665877758468 0.0014751892495045739 0.0011106226301316818
leaf_count=612 369 575 224 287 192 619 113 163 445 118 193
internal_value=0 2.88776e-05 0.000234997 0.000378265 -7.65095e-05 -1.81006e-05 0.000141976 6.53064e-05 0.000140544 4.66298e-06 -0.000228578
internal_weight=0 0.0147721 0.00499761 0.00382536 0.00977448 0.00874046 0.00243972 0.00727298 0.00598765 0.00419758 0.00258581
internal_count=3910 3298 993 624 2305 2113 337 1538 919 756 311
is_linear=0
shrinkage=0.00196078


Tree=3978
num_leaves=10
num_cat=0
split_feature=1 150 4 12 151 16 51 4 13
split_gain=2.92819e-05 5.05145e-05 5.02213e-05 5.98104e-05 4.24632e-05 7.09269e-05 9.77818e-05 7.71712e-05 4.10586e-05
threshold=0.085990000000000011 0.077110000000000012 -0.082054999999999975 0.085185000000000025 -0.0095999999999999992 -0.055679999999999993 -0.085734999999999992 0.24280000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 4 8 -4 -2 7 -7 -6 -1
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.0088779584885959762 -0.019177579093680175 0.018271798223240706 -0.034555479280872596 -0.004202619510387382 0.00017423696797366162 0.0098925444012559847 -0.032624511751755382 0.033631148468350483 0.015497755568101913
leaf_weight=0.0013147885182499227 0.0010230994986364511 0.0018505834485270638 0.0010077248262877791 0.0018247288752406977 0.0017379763612583869 0.0011276908863007461 0.0010395658038997255 0.0011427075643102393 0.001456530325368175
leaf_count=430 141 348 450 1129 391 235 345 241 200
internal_value=0 0.00380815 -0.00563741 -0.0150015 -0.000600684 0.00316442 -0.0105016 0.0134459 0.00393326
internal_weight=0 0.00792162 0.00560377 0.00283245 0.00607104 0.00504794 0.00216726 0.00288068 0.00277132
internal_count=3910 1701 2209 1579 1353 1212 580 632 630
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=11
num_cat=0
split_feature=52 52 1 52 160 12 133 42 4 3
split_gain=2.73006e-05 5.21766e-05 0.000113142 5.71019e-05 4.52344e-05 5.20159e-05 6.98712e-05 6.44902e-05 0.000101235 3.90433e-05
threshold=-0.048794999999999991 -0.27466499999999994 0.097480000000000011 -0.088354999999999989 -1.0000000180025095e-35 0.10214500000000001 -1.0000000180025095e-35 0.088115000000000013 -0.03614499999999999 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6 8 -8 -10
right_child=4 2 -4 -5 5 -7 7 -9 9 -11
leaf_value=-0.011909478705838477 -0.01815693986434767 -0.018473476657491359 0.037406031920726841 0.014296077592402388 -0.017730812789711895 -0.019936880026819509 0.022489098355617725 0.027933331312789491 -0.024505504505446495 0.002055008636550166
leaf_weight=0.0011679381323543509 0.0016646693644252423 0.0010030350318106984 0.0011874790555780048 0.0011317351934420072 0.0012269434005457627 0.0011002923238603787 0.0014671686046639032 0.0013127188371803399 0.0011200918242936023 0.0010939941809131487
leaf_count=425 924 301 305 159 660 243 210 352 188 143
internal_value=0 0.00627127 0.0126627 -0.0011009 -0.00327767 0.000105524 0.00365042 0.00890346 0.0021175 -0.0113818
internal_weight=0 0.00449019 0.00332225 0.00213477 0.00898588 0.00732121 0.00622092 0.00499397 0.00368125 0.00221409
internal_count=3910 1190 765 460 2720 1796 1553 893 541 331
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=10
num_cat=0
split_feature=48 48 51 0 2 49 42 3 43
split_gain=2.38222e-05 6.0114e-05 7.08675e-05 6.66931e-05 6.07825e-05 5.74027e-05 6.91289e-05 9.28842e-05 8.87579e-05
threshold=0.11930500000000001 0.095285000000000009 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082904999999999993 0.10666500000000002 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -8
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=0.02148120296318487 -0.014922664479054213 0.024603383366414475 -0.024826368203700828 0.021351662491991805 -0.021060290282607273 0.019048299864488524 0.0027064744252582526 0.018958945743253162 -0.028832240110398991
leaf_weight=0.0014561082777644332 0.0010012550318447442 0.0010014626176522391 0.0011209450074565518 0.0010193211921549058 0.0016686387951053011 0.0014375356944597469 0.0016945871731413801 0.0011323669184454491 0.0018847847216215516
leaf_count=152 161 243 355 244 446 437 566 87 1219
internal_value=0 0.00111201 -0.000949071 0.00165117 -0.00161622 -0.00461084 -0.000147191 -0.00600367 -0.0139008
internal_weight=0 0.0124158 0.0114143 0.0102933 0.00883723 0.00781791 0.00614927 0.00471174 0.00357937
internal_count=3910 3749 3506 3151 2999 2755 2309 1872 1785
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=14
num_cat=0
split_feature=151 52 160 1 150 49 160 2 4 4 0 151 3
split_gain=7.26781e-05 7.50828e-05 0.000117604 9.29383e-05 8.36713e-05 0.000205042 0.000104249 9.49339e-05 0.00015269 0.000118898 0.0001401 7.20151e-05 7.00438e-05
threshold=0.079335000000000017 0.28122000000000008 -0.085744999999999988 0.12730000000000002 0.084800000000000014 -0.00064499999999999985 -0.026849999999999995 0.091525000000000009 -0.026614999999999996 0.15045000000000003 0.15480500000000005 -0.051109999999999996 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 12 10 -9 -6 -8
right_child=-2 -3 3 -5 11 6 7 9 -10 -11 -12 -13 -14
leaf_value=0.00060990498417356738 0.00048204775339451245 -0.00056692391558171797 -0.00096228209029917923 0.00042106645088127789 0.00060054910108368583 0.00047792564572064506 -0.00041957854111774592 -0.00060996943699562873 -0.0008176764967415455 0.00057802793662496221 0.00031662550584853018 -0.0001228648189380049 0.00024778168302675997
leaf_weight=0.001076924797814645 0.0010559669960929904 0.0010084774398081446 0.0011733673909697781 0.0013701132189156513 0.0010530666788994879 0.0010893306591522487 0.0011098380505088793 0.0013501946238098257 0.0017296535139485472 0.0011646544106572567 0.0011718556537763103 0.0010632435566152454 0.0013283765089373905
leaf_count=421 157 360 246 265 195 187 347 596 269 125 31 60 651
internal_value=0 -4.93882e-05 -1.38364e-05 -6.32144e-05 -0.000117452 -0.000191617 -9.05119e-05 -0.000169347 -0.000372088 5.98542e-05 -0.000179433 0.000237103 -5.59905e-05
internal_weight=0 0.0156891 0.0146806 0.0136037 0.0122336 0.0101173 0.0089439 0.00785457 0.00416787 0.0036867 0.00252205 0.00211631 0.00243821
internal_count=3910 3753 3393 2972 2707 2452 2206 2019 1267 752 627 255 998
is_linear=0
shrinkage=0.00196078


Tree=3982
num_leaves=13
num_cat=0
split_feature=133 40 42 47 4 151 16 2 51 2 12 48
split_gain=8.46633e-05 0.000103519 0.000101756 9.36235e-05 9.87164e-05 7.96123e-05 0.000141972 0.000166517 0.000172528 0.000160418 9.69932e-05 6.85424e-05
threshold=0.10681500000000001 -0.080519999999999994 -0.089744999999999978 0.086425000000000016 -0.23071499999999998 -0.083919999999999981 -0.15168999999999996 0.086650000000000019 0.08955500000000001 0.093070000000000014 0.088885000000000006 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 10 -8 9 -9 -7 -5
right_child=-2 2 3 11 5 6 7 8 -10 -11 -12 -13
leaf_value=0.00063101394826285651 -0.0005311317407863819 -0.00052045858179839224 -0.00035159953633419751 -0.00054435192617747563 -0.00027381460692887266 0.00029540944032690455 -0.00034443770513789437 0.0011412238211233991 -0.00027520319099869539 0.00011059789704283586 0.0011533143449075892 9.319610929645682e-05
leaf_weight=0.0010185994712024306 0.0011209222322545514 0.0013873333119343292 0.0014228123461672267 0.0015982313087389767 0.0011493542095848018 0.0010164996268661767 0.0019435563724536334 0.0012781157406891023 0.0010769696995414505 0.0010640317244880928 0.0010101872996547134 0.0010908176915871424
leaf_count=235 545 368 211 250 253 243 703 297 194 371 94 146
internal_value=0 2.74442e-05 -1.63512e-05 3.8932e-05 0.000126572 0.00020625 0.000280921 0.000113838 0.000374339 0.000673013 0.000723026 -0.000285729
internal_weight=0 0.0150565 0.0140379 0.0126506 0.00996153 0.00853871 0.00738936 0.00536267 0.00341912 0.00234215 0.00202669 0.00268905
internal_count=3910 3365 3130 2762 2366 2155 1902 1565 862 668 337 396
is_linear=0
shrinkage=0.00196078


Tree=3983
num_leaves=12
num_cat=0
split_feature=133 42 484 47 15 0 15 48 1 12 13
split_gain=2.48488e-05 5.05749e-05 8.25028e-05 9.29408e-05 5.98223e-05 5.61216e-05 0.000108463 9.14188e-05 5.03218e-05 5.39164e-05 6.05802e-05
threshold=0.10599500000000002 -0.090359999999999982 0.087270000000000014 0.087850000000000025 -0.10469999999999999 -0.15007499999999999 -0.086529999999999982 0.085790000000000019 0.088495000000000018 0.086865000000000012 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 -3 9 -8 -11
right_child=-2 2 -4 4 -6 6 8 -9 -10 10 -12
leaf_value=-0.018271578475417969 -0.014904652405802183 0.019161401032708164 -0.024051083390685415 -0.028637532493644754 0.0034556745604945455 0.045944206146432957 -0.0014530693443255403 -0.020981313407440586 -0.0074650425999365604 0.0095474155250968376 0.04267536822574694
leaf_weight=0.0012103522520621373 0.0010454697106540645 0.0010714481742483371 0.001007714244902075 0.001093397406665691 0.0012389386353876819 0.0010240110839920607 0.0011348213699869493 0.0012057182678866241 0.0012186423642281995 0.0011566772201040819 0.0010559247530520647
leaf_count=385 557 169 323 173 212 533 423 64 473 233 365
internal_value=0 0.00114811 0.00324538 0.00594226 -0.0115896 0.0111398 0.0165304 -0.00209344 0.00993395 0.0162681 0.0253571
internal_weight=0 0.0124176 0.0112073 0.0101996 0.00233234 0.00786724 0.00559008 0.00227717 0.00456607 0.00334742 0.0022126
internal_count=3910 3353 2968 2645 385 2260 2027 233 1494 1021 598
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 484 15 2 4 2 16 48
split_gain=8.03731e-05 7.58285e-05 9.37515e-05 8.69026e-05 7.7766e-05 0.000104731 0.000111624 9.58689e-05 0.000128896 0.000175451 0.000101088 8.89131e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.099550000000000013 -0.089744999999999978 0.087270000000000014 -0.095799999999999982 0.10393500000000001 0.074650000000000008 0.081110000000000015 -0.014099999999999998 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 11 8 9 -8 -11 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00053609880977856543 0.00064383621218376975 -0.00046652681044628976 -0.00037532080078887938 -0.00050104745089636822 0.00018955734606131906 -0.00043917447645527239 -0.000305737053306793 -0.00010402787166363516 0.0010988436562472969 0.00019718793527447054 0.00095849373312065526 -0.00053363950355991353
leaf_weight=0.0010325523060187762 0.0010132391245392643 0.0010939293799793479 0.0013068578908434223 0.0011059981225816648 0.0014534288436294667 0.001095760728976128 0.0012151038814239806 0.001422500002147462 0.001008691797670231 0.0012924236301100245 0.0013936587492823305 0.0011877064357820578
leaf_count=612 248 472 312 135 273 282 343 347 70 467 218 131
internal_value=0 2.99816e-05 7.02284e-05 2.36657e-05 7.46788e-05 0.000133083 0.000202961 0.000344196 0.000474056 0.00031251 0.000592187 -0.000135661
internal_weight=0 0.0145893 0.0134954 0.0124821 0.0113761 0.0100693 0.00897351 0.00633238 0.00490988 0.00390119 0.00268608 0.00264114
internal_count=3910 3298 2826 2578 2443 2131 1849 1445 1098 1028 685 404
is_linear=0
shrinkage=0.00196078


Tree=3985
num_leaves=13
num_cat=0
split_feature=484 52 52 0 150 151 1 2 0 3 12 1
split_gain=7.79743e-05 5.8019e-05 6.39476e-05 9.18429e-05 5.84605e-05 5.21698e-05 7.77264e-05 0.000112708 8.46611e-05 0.000167307 0.000101892 3.85376e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.074249999999999997 0.086420000000000011 -0.03268999999999999 0.10113500000000002 0.10393500000000001 -0.10209999999999998 -0.060719999999999989 0.089745000000000005 0.11986000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 7 8 -7 10 -10 -8
right_child=1 5 3 -5 -6 6 11 -9 9 -11 -12 -13
leaf_value=-0.00052361508733423886 -0.00018990850577644579 -0.00041851652708400374 0.00038841963562945763 0.00082138193125681032 -0.00018662328070021236 -0.00045000331727442617 0.00052878558434958731 -0.00060198980496502285 -0.00049695880819322256 0.00078163607781957592 0.00029580378185180094 2.3090017993434604e-05
leaf_weight=0.0010427877121711041 0.0012126324575888131 0.0013244463982528603 0.0015726604394435198 0.0010479442416052465 0.0011970909488005776 0.0010946318740139675 0.0013014136108887853 0.0014127687364412153 0.0012963216211579033 0.0011743993530351059 0.0012006450084609196 0.0010443008896529665
leaf_count=612 369 247 285 248 91 169 138 187 660 74 595 235
internal_value=0 3.10317e-05 0.000202357 0.000326954 0.000139885 -5.64723e-05 -2.21583e-07 -0.000115585 2.85988e-05 0.000171296 -0.000115766 0.000303652
internal_weight=0 0.0148793 0.00503033 0.0038177 0.00276975 0.00984893 0.00852448 0.00617877 0.004766 0.00367137 0.00249697 0.00234571
internal_count=3910 3298 993 624 376 2305 2058 1685 1498 1329 1255 373
is_linear=0
shrinkage=0.00196078


Tree=3986
num_leaves=11
num_cat=0
split_feature=1 4 15 150 12 47 4 4 3 12
split_gain=3.06891e-05 4.46899e-05 4.38008e-05 4.12647e-05 4.0837e-05 7.51831e-05 9.22508e-05 5.41912e-05 2.97695e-05 4.90781e-06
threshold=0.085990000000000011 -0.15333499999999997 0.084955000000000017 0.077110000000000012 -1.0000000180025095e-35 0.10887000000000001 -0.040469999999999999 0.053925000000000008 -0.078494999999999995 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 4 -2 6 -6 -8 -3 -1
right_child=3 2 -4 -5 5 -7 7 -9 -10 -11
leaf_value=0.0012055285550384167 0.015809105236856268 -0.01018765697539273 0.00088207759374912039 0.017027601576569129 -0.021939949699478323 -0.028400735778781036 0.028821518537887964 -0.00010411013747531702 -0.033951059010581867 0.011048553939178727
leaf_weight=0.0010209824937977893 0.0012776934723918365 0.0010878216226831408 0.0014474793131347653 0.0018418580952754811 0.0011116199908768908 0.0010195116232537549 0.0011410787302316191 0.0014979077744120314 0.0010228716366732396 0.0010053758802069275
leaf_count=120 317 887 765 348 536 153 171 176 391 46
internal_value=0 -0.00576492 -0.0125157 0.00392279 -6.8273e-05 -0.00432109 0.00222438 0.0124031 -0.0217037 0.00608914
internal_weight=0 0.00558453 0.00355817 0.00788967 0.00604781 0.00477012 0.00375061 0.00263899 0.00211069 0.00202636
internal_count=3910 2209 2043 1701 1353 1036 883 347 1278 166
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=11
num_cat=0
split_feature=4 0 43 160 43 48 49 15 0 43
split_gain=2.5974e-05 5.15535e-05 3.79082e-05 4.06955e-05 7.5246e-05 5.65851e-05 6.46529e-05 7.35937e-05 5.30341e-05 3.70589e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.079374999999999987 0.091575000000000017 -0.013304999999999999 0.092150000000000024 -0.0090499999999999973 -0.10312999999999999 -0.10071499999999999 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 -6 -8 -9 -2
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.015419616217012612 0.00036119025669602685 0.020190222401458707 0.030198281338415872 -0.015870981276772732 0.027577076637076498 -0.01980610262169533 -0.020316359952096304 0.022430369547832913 -0.0059890444341173799 -0.021726880836141344
leaf_weight=0.0010205827396165155 0.0015403152944627569 0.0012790413664495485 0.0010351641399538253 0.0010427197976217552 0.0010479308943372001 0.0010729984126362554 0.0012569991516120553 0.0013986494750226725 0.0012377207541605939 0.0014986037512889755
leaf_count=176 296 239 646 183 160 194 210 119 769 918
internal_value=0 0.00117649 -0.00100832 0.00256791 0.00529529 0.00100906 0.00552905 -0.000405353 0.00908805 -0.0105313
internal_weight=0 0.0124101 0.0111311 0.00809218 0.00704946 0.0060143 0.0049413 0.00389337 0.00263637 0.00303892
internal_count=3910 3734 3495 2281 2098 1452 1258 1098 888 1214
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=10
num_cat=0
split_feature=1 2 3 43 2 457 3 3 15
split_gain=2.65015e-05 4.17785e-05 5.30905e-05 5.72491e-05 3.68194e-05 5.34149e-05 7.36822e-05 5.95244e-05 5.01629e-05
threshold=0.085990000000000011 0.086545000000000025 -0.100615 0.013605000000000001 0.11462500000000002 0.041935000000000007 0.090325000000000003 -0.078884999999999997 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -2 -9
right_child=4 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.021379378105542746 -0.015848527267280164 0.016695525846452765 -0.01781182175299811 0.010991027959391129 0.016353864430415879 0.018112156547919461 -0.024869999591250941 -0.0023897802317606079 0.027106911755249936
leaf_weight=0.0012589830642400707 0.0011421683836180833 0.0012491468307670841 0.0019833646505851826 0.0010582926508782868 0.0017712827121326323 0.0012794530458040436 0.0013318773073570504 0.0011765279484033018 0.0011305820431221853
leaf_count=686 505 171 1054 298 413 163 149 224 247
internal_value=0 -0.00536178 -0.000661986 -0.00779036 0.00367094 -3.57846e-05 -0.00489223 0.00282182 0.0120649
internal_weight=0 0.00554979 0.0042908 0.00304166 0.00783189 0.00606061 0.00478116 0.00344928 0.00230711
internal_count=3910 2209 1523 1352 1701 1288 1125 976 471
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=10
num_cat=0
split_feature=159 51 484 43 52 15 15 48 47
split_gain=2.7445e-05 3.48699e-05 6.37827e-05 5.21407e-05 0.000101813 6.99106e-05 7.3204e-05 7.26078e-05 6.95031e-05
threshold=-0.034019999999999988 0.090935000000000016 0.084225000000000008 -0.15109999999999998 0.090640000000000012 0.085120000000000015 -0.029114999999999999 0.087945000000000009 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.015971319827884922 0.012110238260571327 0.0170744897791337 0.020424420686693284 0.029672930528402464 -0.03001835304994659 0.018811741232102438 -0.024207583910192856 -0.017679626556565048 -0.0055801939727214526
leaf_weight=0.0010035080031109951 0.001794029527252365 0.0012477996247966605 0.0012813316635921388 0.0011354793846500111 0.0015230354553969379 0.0013660570794163046 0.0016223991421375102 0.0012630398614683811 0.0011020369500765303
leaf_count=520 246 308 378 549 393 524 568 279 145
internal_value=0 0.00122576 -0.000557888 -0.00329959 -0.0067501 -0.00128881 -0.0066487 0.00148929 0.0123098
internal_weight=0 0.0123352 0.0110874 0.00980608 0.00801205 0.00648901 0.00512296 0.00350056 0.00223752
internal_count=3910 3390 3082 2704 2458 2065 1541 973 694
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 160 42 151 1 0 3
split_gain=0.00012896 8.19003e-05 9.14499e-05 0.000144183 9.78992e-05 5.47772e-05 8.4935e-05 9.17505e-05 0.000113809 0.000116858 9.96774e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.15007499999999999 0.080320000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0008699999999999999 0.095155000000000017 -0.088084999999999983 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 -8 9 -9 -11
right_child=1 5 3 4 -6 6 7 8 -10 10 -12
leaf_value=-0.0006705893910055994 -0.00023196749084695967 -0.00042085655948260163 -6.8832594306140956e-05 0.00024640650254459146 0.0010664093605595583 -0.00042634613312330006 -0.00046070861458334027 -0.00048495858868778885 0.00057081483417959855 0.00066445560595234797 -0.00010664146604830669
leaf_weight=0.001092128825980059 0.0012553351172138764 0.0015079292437471638 0.0016245506447532809 0.0010188541410679642 0.0012422972996574619 0.0015724822125223895 0.0010307401322888765 0.0013433718664879911 0.0018824621211496343 0.001133439936915611 0.0014941746220832114
leaf_count=612 369 625 63 190 371 681 129 147 279 76 368
internal_value=0 2.71259e-05 0.000228131 0.000376773 0.000696924 -7.65788e-05 -1.51898e-05 7.87262e-05 0.000173716 -1.45304e-05 0.000225977
internal_weight=0 0.0151056 0.00514104 0.0038857 0.00226115 0.0099646 0.00845667 0.00688419 0.00585345 0.00397099 0.00262761
internal_count=3910 3298 993 624 561 2305 1680 999 870 591 444
is_linear=0
shrinkage=0.00196078


Tree=3991
num_leaves=10
num_cat=0
split_feature=159 48 16 484 3 2 2 1 16
split_gain=2.26055e-05 3.49757e-05 9.49777e-05 5.96318e-05 5.53757e-05 8.6298e-05 0.000125868 9.17348e-05 5.70714e-05
threshold=-0.034019999999999988 0.091555000000000011 -0.094359999999999986 0.084225000000000008 -0.082304999999999975 0.106035 0.091525000000000009 0.095575000000000007 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 7 -6 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.014500069181533237 0.01853858114606154 -0.010302191558868438 0.028997146161861727 0.019393068754365965 -0.029280448745877808 -0.033343931949135208 0.023099373643242493 0.005603818331616617 -0.0090652032421487498
leaf_weight=0.0010049320274270546 0.0017021593051353943 0.0010998132140385142 0.0013949701383397925 0.0011909127798164247 0.0017800408466936044 0.0012657939310392607 0.0012504242524544597 0.0013075837059212958 0.001337565182992482
leaf_count=520 597 148 293 350 504 360 295 253 590
internal_value=0 0.00109739 0.0116722 -0.00158521 -0.0044756 -0.0103706 -0.0036673 -0.0145072 0.00639213
internal_weight=0 0.0123293 0.00249478 0.00983448 0.00864357 0.00560384 0.00433805 0.00308762 0.00303972
internal_count=3910 3390 441 2949 2599 1412 1052 757 1187
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=10
num_cat=0
split_feature=1 4 3 3 12 16 151 1 4
split_gain=2.40215e-05 3.93178e-05 4.65734e-05 7.46105e-05 3.52786e-05 8.86488e-05 5.3498e-05 8.57926e-05 3.39208e-05
threshold=0.085990000000000011 -0.15333499999999997 -0.084129999999999996 -0.053439999999999994 -1.0000000180025095e-35 -0.055679999999999993 -0.0080899999999999982 0.10113500000000002 -0.0072799999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6 -8 -7
right_child=4 2 3 -5 5 8 7 -9 -10
leaf_value=0.0060636418030532088 0.017230942754909651 -0.027768572370485724 0.012853121374640298 -0.023160460711556367 -0.010805634228087523 -0.029490051865998335 -0.001780884002761014 0.031691803281189285 -0.0044300614625028259
leaf_weight=0.0019964821593959044 0.0015089612429748855 0.0011730773727972833 0.0012803336422094055 0.0010446210196247069 0.0010353758077724208 0.0010144196985888213 0.0014844755322874763 0.0015814646480902187 0.0011552705750734887
leaf_count=166 443 884 958 201 152 424 307 206 169
internal_value=0 -0.00513355 -0.0115243 -0.00332807 0.00350329 0.000200077 0.00884787 0.0154849 -0.0161466
internal_weight=0 0.00549451 0.00349803 0.00232495 0.00777997 0.00627101 0.00410132 0.00306594 0.00216969
internal_count=3910 2209 2043 1159 1701 1258 665 513 593
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=13
num_cat=0
split_feature=484 133 40 160 484 42 15 12 2 2 48 16
split_gain=7.71478e-05 6.29994e-05 9.49076e-05 9.56553e-05 7.6601e-05 0.000102968 9.02893e-05 8.77009e-05 0.000140167 6.36998e-05 5.53088e-05 5.15925e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 0.088465000000000016 -0.089744999999999978 -0.095799999999999982 0.095295000000000019 0.083185000000000023 0.10113500000000002 0.091065000000000021 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 10 8 -8 11 -7 -10
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.00052036700108073195 0.00064258139301194279 -0.00042532216964371358 -0.00039176646176450054 -0.00053462697870728174 -0.00043693587438011964 0.00014680733063972634 -0.00014114865778191044 -0.00011597106633192731 0.00057309802607237697 0.0002467765884587136 -0.00042659919981957191 0.0011304340842421799
leaf_weight=0.001038677667963288 0.0010255422289331398 0.0010687114205775216 0.0012908838059605297 0.0010835716631635703 0.0010212934386415974 0.0014690358063001972 0.0011910967152458226 0.0013554724348266685 0.0015914694553187149 0.0011645093175980453 0.001155399543808079 0.0010665120223862703
leaf_count=612 243 472 300 135 270 274 327 274 448 230 132 193
internal_value=0 3.28439e-05 6.93445e-05 2.18938e-05 7.52325e-05 0.000126094 0.000200425 0.000326539 0.000446176 0.000629187 -0.000105633 0.000796728
internal_weight=0 0.0144835 0.0134148 0.0123892 0.0113057 0.0102844 0.0089935 0.00636906 0.00501359 0.00382249 0.00262444 0.00265798
internal_count=3910 3298 2826 2583 2448 2178 1878 1472 1198 871 406 641
is_linear=0
shrinkage=0.00196078


Tree=3994
num_leaves=10
num_cat=0
split_feature=474 160 133 13 12 16 43 52 16
split_gain=2.52356e-05 6.91889e-05 8.86699e-05 3.97564e-05 0.000101322 5.43521e-05 6.44762e-05 4.15376e-05 4.73721e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 0.092720000000000011 0.22945500000000005 -0.08768999999999999 -0.0041199999999999995 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8 -9
right_child=-2 2 3 5 -6 -7 7 8 -10
leaf_value=-0.019059158877531179 0.015005351181213931 -0.020329227388038024 0.033045818784812907 -0.020960662043617382 -0.0076779966042730147 0.020298345995484732 -0.010532114626437678 -0.0036901177815674632 0.024757275192611242
leaf_weight=0.0018655786270037481 0.0010250084616257428 0.0015347862757695173 0.0014873511802135971 0.0014459994591962851 0.0010368551950342211 0.0012339344661500369 0.0012765895398728277 0.0010711485988408745 0.0012907960874911093
leaf_count=927 424 843 340 321 72 292 176 165 350
internal_value=0 -0.00132901 0.00185837 0.00570938 0.0163179 0.00147132 -0.0030977 0.00400127 0.0118563
internal_weight=0 0.012243 0.0103775 0.00884267 0.00252421 0.00631847 0.00508453 0.00363853 0.00236194
internal_count=3910 3486 2559 1716 412 1304 1012 691 515
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=12
num_cat=0
split_feature=484 42 52 47 403 42 0 0 52 0 1
split_gain=0.000100388 6.98457e-05 6.04775e-05 0.000115003 0.000126806 9.82998e-05 0.000170825 0.000122576 7.41002e-05 0.000112413 0.00012217
threshold=-0.0043499999999999988 0.10269500000000001 -0.048794999999999991 0.09550500000000002 0.03138500000000001 0.088345000000000021 -0.14674999999999996 -0.068039999999999975 -0.37613999999999997 -0.15007499999999999 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 -4 -8 -2 -10 -11
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 -12
leaf_value=-0.00058634020756504737 -0.00019779792604843693 -0.00043854111022035533 0.00021688067184659414 0.00042923436429532374 0.00041053915365231062 0.00022786431780771817 -0.00094700756613580266 -0.0002111890810314047 -8.5190076916622257e-06 0.00017789206923207753 0.0011207077167391419
leaf_weight=0.0010974724801723302 0.0011383679293970909 0.0011429467901092191 0.0013283273282703833 0.0017156617663327553 0.001348661625651771 0.0012871842255136913 0.0018939923418259642 0.0016105709515179163 0.0016646732145994825 0.0010075028164446393 0.0011112069146720156
leaf_count=612 336 402 146 176 283 334 893 158 63 185 322
internal_value=0 2.76553e-05 6.54288e-05 -2.85559e-05 -0.000133716 -0.000253652 -0.000381898 -0.000608852 0.000240812 0.000372784 0.000672374
internal_weight=0 0.0152491 0.0141061 0.0091844 0.00746874 0.00612007 0.00483289 0.00350456 0.00492175 0.00378338 0.00211871
internal_count=3910 3298 2896 1990 1814 1531 1197 1051 906 570 507
is_linear=0
shrinkage=0.00196078


Tree=3996
num_leaves=10
num_cat=0
split_feature=52 52 1 0 16 1 15 16 43
split_gain=2.41886e-05 4.82066e-05 3.22838e-05 5.86166e-05 4.08192e-05 3.76387e-05 3.79123e-05 8.58639e-05 2.81362e-05
threshold=-0.37613999999999997 -0.081429999999999989 0.085110000000000005 -0.084074999999999997 -0.082344999999999988 0.092550000000000007 -0.095799999999999982 -0.10808 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 -5 -4 7 -7 -2
right_child=1 2 5 4 -6 6 -8 -9 -10
leaf_value=-0.014864543356384603 0.026857150686615025 -0.027962898992259139 0.014680672104834215 0.015125882827603576 -0.010307898270204173 0.005252143378259611 0.0081360617860773681 -0.032448854933067588 0.0037532770427093375
leaf_weight=0.0010200006479164437 0.0010194795174042061 0.0011378111820163381 0.0018537583047877658 0.0010004418677271379 0.0017088794667713494 0.0014474743771535215 0.0019539646582778392 0.0010367942577151469 0.0010913831417013408
leaf_count=413 339 903 357 186 581 303 487 122 219
internal_value=0 0.0011632 -0.0016991 -0.00891544 -0.00091624 0.00271322 -0.00228534 -0.0104821 0.0149117
internal_weight=0 0.01225 0.0101391 0.00384713 0.00270932 0.00629199 0.00443823 0.00248427 0.00211086
internal_count=3910 3497 2939 1670 767 1269 912 425 558
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=11
num_cat=0
split_feature=4 42 133 47 51 16 12 4 4 1
split_gain=2.41368e-05 3.71009e-05 4.44716e-05 7.75546e-05 7.9439e-05 0.000131717 7.53815e-05 4.64897e-05 4.64488e-05 4.56316e-05
threshold=0.27608500000000008 0.092145000000000019 0.065880000000000008 0.09550500000000002 0.077145000000000005 -0.013279999999999998 0.086865000000000012 -0.082054999999999975 -0.060264999999999992 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 -7 -6
right_child=-2 -3 7 -5 9 8 -8 -9 -10 -11
leaf_value=-0.050148757884395649 0.011304676131995341 -0.015188761903911161 0.028056636750623254 0.019897515800994692 0.023735247086846739 -0.012176698602149013 -0.012780031350541713 -0.00059058487075079689 0.017925340637321107 -0.0055301318592613138
leaf_weight=0.0011486750298592076 0.0016366988898066691 0.0017271586670068234 0.001075826392386554 0.0012405577962765479 0.0010078597880459669 0.0010323454304468984 0.001018429499805159 0.0011965441613669041 0.0010181717918557327 0.0011303224609159057
leaf_count=348 441 700 191 186 167 265 486 696 301 129
internal_value=0 -0.00166789 0.000698441 -0.00297309 -0.00743709 -0.0153972 -0.0325873 0.0129721 0.00277028 0.00826448
internal_weight=0 0.0115959 0.00986873 0.00759636 0.0063558 0.00421762 0.0021671 0.00227237 0.00205052 0.00213818
internal_count=3910 3469 2769 1882 1696 1400 834 887 566 296
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=10
num_cat=0
split_feature=133 42 40 160 484 1 1 3 4
split_gain=2.51649e-05 4.90766e-05 5.78858e-05 5.9727e-05 7.66523e-05 5.81672e-05 6.43676e-05 7.83718e-05 0.000102529
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0068699999999999985 -1.0000000180025095e-35 0.084750000000000006 0.11052000000000002 0.10031000000000002 -0.100615 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 -9
right_child=1 2 3 5 -6 -7 -8 8 -10
leaf_value=0.01203184148659368 -0.017725482016890708 0.023612705523380764 -0.035249548378584371 0.026650409159619005 0.0030494786730528079 -0.014335873851353046 0.030552667793774687 -0.021472936945932403 0.013565058942741509
leaf_weight=0.0015220477953495149 0.0016312982157380201 0.0010153664265742926 0.0010609157382011863 0.0010307970931268087 0.0010298515933249114 0.0015254210169688654 0.001009074539575416 0.0017636712211800249 0.0015863428632293033
leaf_count=604 752 313 579 105 297 257 178 682 143
internal_value=0 -0.00164046 0.000977877 -0.00157403 -0.0163846 0.00290377 0.00778286 0.00253807 -0.00488128
internal_weight=0 0.0116527 0.0100214 0.00900607 0.00209077 0.00691531 0.00538989 0.00438081 0.00335001
internal_count=3910 3306 2554 2241 876 1365 1108 930 825
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=10
num_cat=0
split_feature=474 2 2 16 2 52 12 3 2
split_gain=2.38254e-05 5.56874e-05 9.88669e-05 7.26684e-05 5.6425e-05 4.92608e-05 4.44941e-05 8.10502e-05 8.6983e-05
threshold=0.084655000000000022 0.086545000000000025 0.079395000000000007 -0.078844999999999985 0.090050000000000005 -0.081429999999999989 0.091475000000000015 0.11818000000000002 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 7 8 -7
right_child=-2 4 -4 -5 5 6 -8 -9 -10
leaf_value=0.015594810658738818 0.014628622205852032 0.023412271409281531 -0.03785031567392657 -0.014308615205933373 0.018640452058790568 -0.0055605004519175289 -0.018528651868450458 -0.018285054531814292 0.031806061369816084
leaf_weight=0.0013735664627515889 0.0010191399804874443 0.0012337018650426402 0.001004379972513912 0.0019900107852741642 0.0011725812256257444 0.0012998092060135863 0.0015102527559723118 0.0013206413825650252 0.0011963646529608457
leaf_count=364 424 464 594 521 427 227 505 160 224
internal_value=0 -0.00129206 -0.0103183 -0.00209711 0.00380615 8.47053e-05 -0.00399974 0.00174912 0.0123485
internal_weight=0 0.0121013 0.00436796 0.00336358 0.00773335 0.00649965 0.00532707 0.00381682 0.00249617
internal_count=3910 3486 1479 885 2007 1543 1116 611 451
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=11
num_cat=0
split_feature=133 13 50 160 52 43 0 0 13 3
split_gain=2.43304e-05 5.96669e-05 5.19324e-05 5.50503e-05 4.18816e-05 0.000112406 7.86334e-05 8.5167e-05 4.80103e-05 4.43239e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.099550000000000013 -0.072349999999999984 -0.074254999999999988 -0.14733499999999997 -0.10209999999999998 -0.016579999999999998 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8 -9 -10
right_child=-2 2 -4 -5 6 -7 7 8 9 -11
leaf_value=0.023181443696450647 -0.014949469440294455 0.012220895450227981 -0.022277517327954827 -0.020705290058415014 0.026618944548435053 -0.02870996097333153 -0.023276447043453493 -0.0085237212555811497 0.0025237504765033762 0.03013438347284127
leaf_weight=0.0011200754121737195 0.0010112203761265736 0.0014546541516384532 0.0010428061820251808 0.0010292703486949719 0.0016946852962102694 0.0012453635689086617 0.0010704178181124612 0.001064924655289479 0.0011012517508280693 0.0012316967208119681
leaf_count=179 557 377 546 222 210 345 166 744 376 188
internal_value=0 0.00119942 -0.0010522 0.0011853 0.00372748 -0.00665816 0.00827746 0.0013211 0.00906996 0.017101
internal_weight=0 0.0120551 0.0109351 0.00989226 0.00886299 0.00270002 0.00616298 0.00446829 0.00339787 0.00233295
internal_count=3910 3353 3174 2628 2406 722 1684 1474 1308 564
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=13
num_cat=0
split_feature=484 457 52 160 42 2 4 52 0 1 12 4
split_gain=7.96857e-05 9.33347e-05 8.3133e-05 0.000105194 0.000110657 0.000107866 0.000104155 9.47442e-05 8.724e-05 8.07519e-05 4.89582e-05 4.88961e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11835000000000002 0.17888000000000001 -0.37613999999999997 -0.14733499999999997 0.085550000000000015 0.091735000000000025 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 6 10 -3 -9 -10 11 -6
right_child=1 2 3 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00054294964453408478 -0.00053688276739378234 -0.00018745286466690696 -0.00059039727336607792 -0.0004256523411475997 0.00043740019578067532 -0.00042696142085535009 0.00076024877290978992 7.7624841513693324e-05 0.00032054544530583961 0.0010974877425477055 -0.00025505766009829649 -7.2035026473370477e-05
leaf_weight=0.0010252599285655263 0.0010672804042489515 0.001268370809706057 0.0011845074313945473 0.0015965142776674743 0.0018523704374764428 0.0010367012566281321 0.0012470443922475002 0.0015040957339541479 0.0010562867975196719 0.0010024097066518934 0.001037575179106992 0.0011895205925155467
leaf_count=612 197 352 546 681 302 175 171 72 181 308 226 87
internal_value=0 2.20142e-05 6.46963e-05 -4.52262e-05 3.59021e-05 0.000151705 0.000264331 0.000272753 0.000436589 0.00069885 0.000112735 0.000238187
internal_weight=0 0.0150427 0.0139754 0.00914423 0.00795973 0.00636321 0.00532651 0.00483116 0.00356279 0.0020587 0.00407947 0.00304189
internal_count=3910 3298 3101 2188 1642 961 786 913 561 489 615 389
is_linear=0
shrinkage=0.00196078


Tree=4002
num_leaves=11
num_cat=0
split_feature=11 48 3 42 133 49 4 15 3 13
split_gain=2.41219e-05 3.21777e-05 5.45608e-05 4.8769e-05 5.99146e-05 7.24325e-05 0.000102378 0.000167206 8.64307e-05 5.62878e-05
threshold=0.079700000000000007 0.091555000000000011 0.10666500000000002 0.086325000000000013 0.065880000000000008 -0.065249999999999989 -0.083534999999999984 -0.017214999999999998 0.090325000000000003 -0.062819999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 -8 -5
right_child=-2 2 -4 9 -6 6 7 -9 -10 -11
leaf_value=-0.025566924133938757 -0.014727386806168525 0.027066599997015828 -0.004510464214708727 -0.02691816829735201 0.019688704561660064 -0.02356494036399525 0.014380966661947693 0.036746363314850504 -0.026018509548266202 0.0039589392996866304
leaf_weight=0.0010645745903535989 0.0010322976619854965 0.0011581490254534707 0.0010372622573004697 0.0013699041549900637 0.0016324783012438594 0.0010908446862942889 0.0010125836447459902 0.0015145524147161392 0.0011101470599347765 0.0010375490544615516
leaf_count=128 254 325 115 1041 607 383 304 395 140 218
internal_value=0 0.0012014 0.0121474 -0.0012426 0.00276756 -0.00200109 0.00330494 0.0113634 -0.00674718 -0.0136109
internal_weight=0 0.012028 0.00219541 0.00983263 0.00742518 0.0057927 0.00472813 0.00363728 0.00212273 0.00240745
internal_count=3910 3656 440 3216 1957 1350 1222 839 444 1259
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=11
num_cat=0
split_feature=133 13 50 48 0 15 2 42 3 13
split_gain=2.4768e-05 5.16269e-05 3.9568e-05 4.6338e-05 5.27014e-05 6.64728e-05 5.77139e-05 3.79062e-05 7.47279e-05 5.6234e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 0.10911000000000001 -0.10575999999999998 -0.079799999999999996 0.090695000000000012 -1.0000000180025095e-35 -0.100615 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 -9 -10
right_child=-2 2 -4 -5 7 -7 -8 8 9 -11
leaf_value=0.020822355698069811 -0.015067457267231632 -0.014616445900038197 -0.019604771602156453 -0.018832349977917912 -0.016932865818409259 0.031649371614610018 0.018468639914246836 0.022183357282052719 -0.025860000406444872 0.0040496819469721234
leaf_weight=0.0012079161644221936 0.001012767910162019 0.0010222387473380334 0.0010314247704354415 0.0010517295842068083 0.0013963025229097453 0.0012359217595810891 0.0010888584789217155 0.0012726788130342681 0.0010106014656298581 0.0016629982169957161
leaf_count=193 557 81 545 141 646 207 154 209 793 384
internal_value=0 0.00121846 -0.000979662 0.000992389 0.00339184 0.013231 0.00244813 -0.00277219 0.00223825 -0.00725596
internal_weight=0 0.0119807 0.0107728 0.00974133 0.0086896 0.00334702 0.0021111 0.00534258 0.00394628 0.0026736
internal_count=3910 3353 3160 2615 2474 442 235 2032 1386 1177
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=13
num_cat=0
split_feature=484 42 50 156 15 1 15 13 0 4 15 47
split_gain=7.74695e-05 7.9414e-05 8.11917e-05 7.38638e-05 8.56206e-05 0.000146438 0.000157687 0.000138582 0.00011982 9.21321e-05 8.6627e-05 6.02676e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.088160000000000002 0.090135000000000007 0.024640000000000006 1.0000000180025095e-35 -0.038029999999999987 -0.07409499999999998 0.14676000000000003 0.00046500000000000008 -0.10071499999999999 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 9 -6 -2 -7 11 -11
right_child=1 -3 -4 -5 7 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00052437976241756414 -0.00056703523087719033 -0.00048833092782257976 0.00058911192642857471 -0.0004885427993526828 0.00033516682487294319 0.00063795088914323167 0.00088479826831231226 -0.00057982026325456299 0.00024127266341339342 -8.1209726661607e-05 -0.00039879987431327187 0.00057458937299283066
leaf_weight=0.0010649041691487273 0.0015941910753064165 0.0010819163077330661 0.0010437402447074839 0.001009941225858845 0.0010122227275282309 0.0011246744518366792 0.0014819863296846149 0.0017141076436784923 0.0012642000360692735 0.0011139006139377033 0.0013398566708413742 0.0010434711960484893
leaf_count=612 489 402 365 302 359 192 188 538 45 201 144 73
internal_value=0 2.31452e-05 6.34132e-05 2.02041e-05 6.41618e-05 0.000156721 0.000328236 -0.000240107 -0.000209539 0.000149778 -7.21336e-06 0.000235985
internal_weight=0 0.0148242 0.0137423 0.0126986 0.0116886 0.00896228 0.00610389 0.00272633 0.00285839 0.0046219 0.00349723 0.00215737
internal_count=3910 3298 2896 2531 2229 1332 798 897 534 610 418 274
is_linear=0
shrinkage=0.00196078


Tree=4005
num_leaves=14
num_cat=0
split_feature=158 42 457 4 2 43 133 156 42 12 1 1 13
split_gain=0.000110627 0.000124276 8.75341e-05 0.00011657 0.000220465 0.000105541 0.0001018 0.000126219 0.00010807 0.000126445 0.000117281 0.000102912 7.40624e-05
threshold=0.085745000000000002 -0.11145999999999999 -0.068264999999999978 0.15927500000000003 0.11230000000000001 0.098320000000000005 0.090085000000000012 0.084330000000000016 0.085195000000000007 0.084100000000000022 0.086560000000000012 0.094485000000000013 -0.071594999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 9 10 -4 -12 -10
right_child=-2 2 3 4 -6 -7 -8 -9 12 -11 11 -13 -14
leaf_value=-0.00063270473315545919 -0.00064271294023935603 -0.00047727612644487974 0.00077703391171285311 0.00087297621107483992 -0.00013136667559497293 -0.00051655899648964901 -0.00049108657978353277 -0.00042530786070149124 0.00026327098759459586 -0.000481863051186683 -0.00036064945196932752 0.00040159849204380644 0.0010096328829931631
leaf_weight=0.0010331918228000904 0.0010131967544864595 0.0010451796031342364 0.0012019944522052906 0.0018915742854965652 0.0015119735576372153 0.001286737126485236 0.0010563764613740834 0.0012279756734346467 0.0010239097114540085 0.0011133272534456853 0.001288848815970578 0.001443852511383716 0.0010207433055352821
leaf_count=202 410 268 144 208 224 247 564 329 453 531 59 173 98
internal_value=0 2.52144e-05 7.01942e-05 0.00011087 0.000426812 1.00313e-05 8.22912e-05 0.000155086 0.000255572 0.000101534 0.000266607 4.20926e-05 0.000635874
internal_weight=0 0.0161457 0.0151125 0.0140673 0.00340355 0.0106638 0.00937703 0.00832065 0.00709268 0.00504802 0.0039347 0.0027327 0.00204465
internal_count=3910 3500 3298 3030 432 2598 2351 1787 1458 907 376 232 551
is_linear=0
shrinkage=0.00196078


Tree=4006
num_leaves=11
num_cat=0
split_feature=4 0 43 1 15 12 16 2 51 4
split_gain=2.54703e-05 4.85019e-05 4.05844e-05 4.21914e-05 7.06613e-05 3.1994e-05 5.27343e-05 5.17541e-05 6.52166e-05 2.95283e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.24333999999999997 1.0000000180025095e-35 0.083935000000000023 0.096210000000000004 -0.19424999999999998 0.086650000000000019 0.08955500000000001 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 9 -9 -8
right_child=1 -3 3 5 -6 -7 7 8 -10 -11
leaf_value=-0.015399552263167358 -0.019734146262364929 0.020022618842314561 -0.026732406428915164 -0.013555713516051266 0.006386256637261451 0.021483030878971854 0.0076588058383656905 0.032346121235607157 0.00043511678729414566 -0.016234531033237267
leaf_weight=0.0010006047103243215 0.0010381079123407784 0.0012298675197308781 0.0012692379032611919 0.0015683260821675957 0.0013082416638873851 0.0010105469275184806 0.0010500243207248402 0.0013441575287126582 0.0012232852271440338 0.0010193559328461478
leaf_count=176 194 239 991 310 786 263 461 212 141 137
internal_value=0 0.00120366 -0.000933189 0.00105977 -0.00992249 0.00498269 0.0022955 0.00765691 0.0171418 -0.00411081
internal_weight=0 0.0120612 0.0108313 0.00979318 0.00257748 0.0072157 0.00620515 0.00463682 0.00256744 0.00206938
internal_count=3910 3734 3495 3301 1777 1524 1261 951 353 598
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=11
num_cat=0
split_feature=11 13 39 0 1 42 15 4 151 1
split_gain=2.3748e-05 3.27707e-05 9.57657e-05 6.86704e-05 4.64966e-05 4.3294e-05 6.9516e-05 9.02695e-05 4.24868e-05 0.000126629
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.076710000000000014 0.091230000000000019 -0.074174999999999977 -0.08100499999999998 -0.0088999999999999982 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 8 -8 -3 -10
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11
leaf_value=-0.00050979326749014139 -0.013534171882813723 -0.010942776378074566 0.024284161859367215 -0.024847762654503048 0.027263790804477481 0.017821206145590646 0.0051802345345864278 -0.033811962927129249 -0.010234131768165577 0.038828315707091221
leaf_weight=0.0013840000541318091 0.0011887453998084751 0.001074745893663135 0.0012572557112318214 0.0014806899800769305 0.0010678693229659725 0.0010292340371994141 0.0010330866841892089 0.001396049756657492 0.0010878604140369045 0.0010186462623906489
leaf_count=160 279 128 387 329 246 519 561 775 444 82
internal_value=0 0.00129314 -0.00139818 -0.00537453 0.0115865 -0.00103184 -0.00449046 -0.017229 0.0052364 0.0134911
internal_weight=0 0.0118294 0.00937757 0.00812031 0.00245187 0.00663962 0.00561039 0.00242914 0.00318125 0.00210651
internal_count=3910 3631 3225 2838 406 2509 1990 1336 654 526
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=11
num_cat=0
split_feature=133 40 42 484 12 0 2 2 4 160
split_gain=4.80235e-05 8.49982e-05 5.90022e-05 7.62185e-05 7.11631e-05 7.31192e-05 0.000133058 7.67811e-05 4.75836e-05 4.46269e-06
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.095295000000000019 -0.14867499999999997 0.08400500000000001 0.11230000000000001 -0.06272999999999998 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 9 -8 -4
right_child=-2 2 3 -5 -6 6 8 -9 -10 -11
leaf_value=0.00057048082228050112 -0.00041239607897778513 -0.00041960577232559457 0.00023018165613987405 -0.00046945210709740107 -0.00026179172744343111 -0.00016633744047174894 0.00028216976364193032 -0.00052097473964736192 0.00072447053483135244 4.5401546510258964e-05
leaf_weight=0.0010328713338908285 0.0010150219627083614 0.0012462012913570112 0.0010058315303256337 0.0010660196066592563 0.001898583011456568 0.0016628385055500665 0.0018963619460393309 0.0010278162106877597 0.001844945988892536 0.0010042173706215074
leaf_count=253 545 367 121 298 441 543 519 85 681 57
internal_value=0 2.96372e-05 -1.45128e-05 2.97446e-05 8.12071e-05 0.000158347 0.000295165 -8.5043e-05 0.000500281 0.000137866
internal_weight=0 0.0136857 0.0126528 0.0114066 0.0103406 0.00844201 0.00540415 0.00303787 0.00374131 0.00201005
internal_count=3910 3365 3112 2745 2447 2006 1743 263 1200 178
is_linear=0
shrinkage=0.00196078


Tree=4009
num_leaves=13
num_cat=0
split_feature=484 42 42 156 1 0 43 47 48 0 2 0
split_gain=8.35417e-05 7.36396e-05 0.000110246 7.4233e-05 8.12339e-05 0.000134538 7.06105e-05 6.54756e-05 0.000102201 0.000127482 5.2533e-05 4.49863e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.088669999999999985 0.090040000000000023 0.076710000000000014 -0.087614999999999985 -0.083899999999999988 0.087945000000000009 0.087945000000000009 -0.087899999999999992 0.086650000000000019 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 9 10 -6 -9
right_child=1 2 3 -5 7 6 -8 11 -10 -11 -12 -13
leaf_value=-0.00054243496576927906 -0.00047972606995176626 0.00065735776741572105 -0.00070629577933382839 -0.00049616630143208679 0.00046041592444839152 0.00045893350034937843 -0.0001570068742564318 -0.00033677441122595701 -0.00011788006006201671 -4.7392330360382438e-05 0.001056039358920979 0.00019854966652570397
leaf_weight=0.0010501926725036163 0.0010143088550956152 0.0011197621115963093 0.0012141489968394512 0.0010039140183773628 0.0010965134785048795 0.0011136065212987711 0.0020019803115218469 0.0012398963030847907 0.0014383012324603699 0.0010827449006911381 0.0011840869156818773 0.0011759573111543974
leaf_count=612 204 239 373 317 133 192 679 86 178 556 185 156
internal_value=0 3.0026e-05 6.78469e-05 1.52531e-05 5.97158e-05 -0.000152619 6.31492e-05 0.000187094 0.000319564 0.000506633 0.000769663 -7.61964e-05
internal_weight=0 0.0146852 0.0136709 0.0125511 0.0115472 0.00432974 0.00311559 0.0072175 0.00480165 0.00336335 0.0022806 0.00241585
internal_count=3910 3298 3094 2855 2538 1244 871 1294 1052 874 318 242
is_linear=0
shrinkage=0.00196078


Tree=4010
num_leaves=10
num_cat=0
split_feature=52 150 1 4 0 3 3 16 15
split_gain=2.20005e-05 5.18729e-05 5.37509e-05 0.000115497 0.000119653 7.49968e-05 6.27052e-05 6.29532e-05 1.69247e-06
threshold=-0.27466499999999994 0.084800000000000014 0.10752500000000002 -1.0000000180025095e-35 -0.10209999999999998 0.094625000000000015 -0.040669999999999991 -0.078844999999999985 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 7 -2 -3
right_child=1 8 5 4 -6 -7 -8 -9 -10
leaf_value=-0.013349469726728461 0.0071340586121587364 0.01875206506714417 0.027215235467757344 -0.049698666525363512 -0.0042367802543177629 -0.0056842668033122625 0.017206693069274557 -0.022147465461980233 0.012954962639860066
leaf_weight=0.0011369742852132504 0.0015853399270713054 0.0010010417268343196 0.0013261592802084499 0.0010471568962684696 0.0012947552715573251 0.0014510142228474109 0.0018111567577467533 0.001367620262708139 0.0010134915019231463
leaf_count=425 779 119 341 206 356 196 202 965 321
internal_value=0 0.00121047 -0.00177063 -0.00638096 -0.0245645 0.0100259 0.00255758 -0.00642725 0.0158356
internal_weight=0 0.0118977 0.0098832 0.00710603 0.00234191 0.00277717 0.00476412 0.00295296 0.00201453
internal_count=3910 3485 3045 2508 562 537 1946 1744 440
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=10
num_cat=0
split_feature=42 403 160 42 1 43 16 0 150
split_gain=2.19245e-05 4.20315e-05 5.26367e-05 9.31177e-05 9.00833e-05 8.56091e-05 3.9135e-05 5.32809e-05 5.04388e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090540000000000023 -0.06705499999999999 0.054425000000000008 -0.10209999999999998 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 8 -7
right_child=-2 -3 3 5 -6 6 -8 -9 -10
leaf_value=-0.035991406259924016 -0.0097907420579187998 0.018438962966227417 -0.022585936337325335 0.030384949699047922 0.0040025882182465784 -0.013786966994393482 -0.014435500749875924 0.024183038331613494 0.014388486662353515
leaf_weight=0.0010193899305869312 0.0019641394994978781 0.0013172221891343651 0.0011566962231426784 0.0013706455411756826 0.0012584589223877717 0.0014240657492882447 0.0011064595026629431 0.0012167330663783423 0.00114720380550698
leaf_count=669 832 358 709 429 225 144 175 266 103
internal_value=0 0.00167769 -0.000598503 0.00348256 -0.0138956 0.00829546 0.00210952 0.00694226 -0.00121614
internal_weight=0 0.0110169 0.00969965 0.0074218 0.00227785 0.00626511 0.00489446 0.003788 0.00257127
internal_count=3910 3078 2720 1826 894 1117 688 513 247
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=12
num_cat=0
split_feature=151 1 49 47 3 0 4 160 12 16 3
split_gain=6.20495e-05 9.05168e-05 6.03467e-05 9.77662e-05 7.03123e-05 7.32038e-05 7.8304e-05 6.27378e-05 6.84193e-05 5.15146e-05 4.49302e-05
threshold=0.079335000000000017 0.13562500000000002 -0.085974999999999982 0.087850000000000025 -0.078884999999999997 -0.084074999999999997 -0.08422499999999998 -0.025614999999999995 0.086865000000000012 -0.072359999999999994 -0.072459999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -6 9 -9 -5
right_child=-2 -3 3 10 7 6 -8 8 -10 -11 -12
leaf_value=-0.00052729622929107019 0.00045747874608149887 0.00051819668358934231 -0.00058647614522995908 -5.7751967531758789e-05 0.00049500357917250286 -0.0003344489040432174 0.00030105188046017324 6.6131360873910393e-05 0.00033492742143237798 -0.00049844448735847553 -0.00058437898249254065
leaf_weight=0.0010970827382649267 0.0010095628456284053 0.0010236452035313022 0.0011252453733149948 0.0010039359714194354 0.0016722637326882289 0.0014154099786154312 0.0015748423995804572 0.0015807781780258026 0.0018815243824144533 0.0010237889630359781 0.0016409216857321005
leaf_count=143 157 225 853 251 366 345 624 186 395 200 165
internal_value=0 -4.46794e-05 -8.57891e-05 -4.82954e-05 3.8251e-05 -0.000160176 2.43106e-07 0.000170855 5.00238e-05 -0.000155789 -0.000384482
internal_weight=0 0.0150394 0.0140158 0.0129187 0.0102739 0.0041155 0.00299025 0.00615836 0.00448609 0.00260457 0.00264486
internal_count=3910 3753 3528 3385 2969 1822 969 1147 781 386 416
is_linear=0
shrinkage=0.00196078


Tree=4013
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 484 457 151 4 4 15 4
split_gain=7.29718e-05 8.22024e-05 8.67915e-05 7.50839e-05 8.8004e-05 0.000109659 0.000101094 0.000124829 0.00010327 0.000194445 5.68548e-05 6.28598e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.099550000000000013 -0.089744999999999978 0.087270000000000014 0.082870000000000013 -0.0080899999999999982 0.074650000000000008 -0.0021099999999999995 1.0000000180025095e-35 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 10 11 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00052053740781381674 0.00061526877893052488 -0.00050420307386987229 -0.00041896676835965959 -0.00047596128112436706 -0.00051605998184304266 -0.00047089613641588602 0.00076389296944220388 0.00015413701787327631 0.00060310913738988463 -0.0006556304523757054 1.4212433814711239e-05 0.00084256610134068356
leaf_weight=0.0010193738467064893 0.0010151636135929598 0.0010556132569560219 0.0012732327547514887 0.0010762697655036279 0.0010241491893678472 0.0010487121991366371 0.0010729148240627333 0.0010139467890080689 0.0019213885863634062 0.0011075895750193832 0.0016921175949567145 0.0010258611081508879
leaf_count=612 248 472 312 135 177 282 122 149 287 219 662 233
internal_value=0 2.24203e-05 6.43083e-05 1.8673e-05 6.62905e-05 0.000128657 0.000199639 0.000121875 0.000218511 6.5817e-05 0.000279934 0.000500362
internal_weight=0 0.014327 0.0132713 0.0122562 0.0111799 0.00990668 0.00885797 0.00778505 0.0067609 0.00483952 0.00373193 0.00203981
internal_count=3910 3298 2826 2578 2443 2131 1849 1727 1550 1263 1044 382
is_linear=0
shrinkage=0.00196078


Tree=4014
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 484 15 15 1 48 2 0
split_gain=9.71365e-05 8.54593e-05 7.10921e-05 8.80014e-05 6.36982e-05 9.79035e-05 0.000104707 8.89309e-05 0.000150039 7.23068e-05 6.82843e-05 4.91651e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 0.099550000000000013 -0.089744999999999978 0.087270000000000014 -0.095799999999999982 -0.052074999999999989 0.088495000000000018 0.091065000000000021 0.095195000000000016 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 -8 10 -6 11 -9
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00059707562971218623 0.00056611655876387379 -0.0005074380001591969 -0.00033232721069670606 -0.00050048062662811906 0.00016929049517006974 -0.00043691538115342795 0.00080200018835496246 0.00032440240746223686 -0.00032171067211005078 -0.00048540403981861411 5.6204009033576675e-05 0.00089639947216901134
leaf_weight=0.0010143139937277392 0.0010385591682986221 0.0010502802942760408 0.0012539692435225751 0.0010879847544492975 0.0014431430021019961 0.001024153226344829 0.0012840801631987912 0.0010683956416987308 0.0013948371985193792 0.0011779878297187535 0.0011897318942718921 0.0012579975623892088
leaf_count=612 261 472 311 135 271 281 270 360 412 130 145 250
internal_value=0 3.09027e-05 7.36692e-05 3.16873e-05 8.38754e-05 0.000136913 0.000203573 0.000342568 0.00022244 -0.000124942 0.000438302 0.00063371
internal_weight=0 0.0142711 0.0132208 0.0121823 0.0110943 0.00984033 0.00881617 0.00619504 0.00491096 0.00262113 0.00351613 0.00232639
internal_count=3910 3298 2826 2565 2430 2119 1838 1437 1167 401 755 610
is_linear=0
shrinkage=0.00196078


Tree=4015
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 484 2 1 2 4 16 16
split_gain=7.14886e-05 6.10543e-05 0.000110792 8.86801e-05 9.52045e-05 0.00010162 9.79921e-05 0.000118456 0.000101936 0.000102113 6.30229e-05 0.000123851
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.099550000000000013 0.087270000000000014 0.10796500000000002 0.11287500000000002 0.081110000000000015 0.05309500000000001 -0.014099999999999998 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 9 -5 11 -10
right_child=1 -3 3 4 -6 -7 7 -9 10 -11 -12 -13
leaf_value=-0.00049986002436445401 0.00069551998540967629 -0.00042159669855597169 -0.00047104572607303233 -0.00040256714013235483 -0.00047614123677297424 -0.00043416876822388644 -0.00060260701339853761 0.0003172375336524825 0.00082781948020465472 0.00038003298271693786 0.00079009947198202882 -4.739760626134887e-05
leaf_weight=0.0010404439219559554 0.0010006032489550771 0.001057197568059381 0.0012822051974836672 0.0012273393356104457 0.0010941398038009286 0.0010853179586439816 0.0011281183341153617 0.0010294235288600428 0.001042419883531852 0.0013417753000264983 0.0017231879953794257 0.0015399069376284104
leaf_count=612 243 472 334 348 114 283 233 190 98 138 304 541
internal_value=0 3.21685e-05 6.7718e-05 1.74387e-05 7.33037e-05 0.000132723 0.000200841 -0.000163723 0.000315256 6.16258e-06 0.000499693 0.000305905
internal_weight=0 0.0145516 0.0134944 0.0124938 0.0112116 0.0101175 0.00903217 0.00215754 0.00687463 0.00256911 0.00430551 0.00258233
internal_count=3910 3298 2826 2583 2249 2135 1852 423 1429 486 943 639
is_linear=0
shrinkage=0.00196078


Tree=4016
num_leaves=14
num_cat=0
split_feature=11 48 0 151 2 1 1375 2 4 15 13 4 52
split_gain=9.37451e-05 6.22742e-05 0.000137185 0.00011457 0.000105546 0.000101893 6.70801e-05 6.63827e-05 0.000109135 9.11729e-05 9.10383e-05 0.00010984 3.86927e-05
threshold=0.08184000000000001 0.016865000000000002 -0.18901999999999997 -0.0008699999999999999 0.11260500000000001 0.096035000000000023 -0.012944999999999998 0.10393500000000001 0.15927500000000003 0.088495000000000018 0.0024700000000000004 -0.0031049999999999997 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 7 -4 -3 8 9 10 11 12 -5
right_child=-2 2 5 4 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00066776615008757526 -0.00058285711107829293 0.00020843620892144999 0.00016681707747434637 0.000153713981935166 0.00051135542037137824 0.00099642164939887684 -0.00047402276223705429 -0.00054655172341229854 0.00052503693191518304 -0.00065221062700199781 -0.00046914009089821154 -0.00030784649334136116 0.00066094359288726998
leaf_weight=0.0010683582466172918 0.0010489404767838042 0.0011120102399111431 0.0012220786911408478 0.0011652483273950631 0.001377306654152124 0.0010654283039434787 0.001102957776224156 0.0010082982933575365 0.0012187508682800254 0.0010212820201707497 0.0012255408968313386 0.0012948221531138004 0.0011476911629912001
leaf_count=390 224 28 363 362 361 250 88 134 169 682 203 271 385
internal_value=0 2.34297e-05 0.000216422 -5.91122e-05 9.63338e-06 0.000553213 -0.000131399 -7.58722e-05 -8.77726e-06 -0.000119902 -7.42406e-06 0.000149419 0.000405404
internal_weight=0 0.0150298 0.00450248 0.0105273 0.00945894 0.00228751 0.00221497 0.00808163 0.00707334 0.00585458 0.0048333 0.00360776 0.00231294
internal_count=3910 3686 729 2957 2567 613 116 2206 2072 1903 1221 1018 747
is_linear=0
shrinkage=0.00196078


Tree=4017
num_leaves=14
num_cat=0
split_feature=158 42 42 159 157 403 0 49 3 4 2 48 3
split_gain=0.000103188 0.000125603 9.81798e-05 7.36976e-05 0.000104831 0.00011714 9.77959e-05 0.000120546 0.00010351 9.05894e-05 8.94658e-05 8.89783e-05 0.000103038
threshold=0.085745000000000002 -0.11145999999999999 -0.088669999999999985 0.08764000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.074249999999999997 -0.045004999999999996 -0.077894999999999978 0.0057500000000000008 0.10113500000000002 0.084905000000000022 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 9 -9 -6 -8 12 -10
right_child=-2 2 3 -5 5 -7 10 8 11 -11 -12 -13 -14
leaf_value=-0.00064491151611151558 -0.00062223893971074986 0.00064208933615599408 -0.0006245967728902706 0.00049695758412018193 -0.00014875832155133008 -0.00058796939908824361 0.00073196599836471339 -0.00072825131525254311 -0.00019803180567347684 0.0005897250754353519 8.0098210530175925e-05 -0.00051609038997978899 0.00063551851764870413
leaf_weight=0.0010071924229876099 0.0010070673019392335 0.0010723425235042534 0.0010068005162326777 0.0011689450149384882 0.001049506967088225 0.0010541945664791713 0.0014980236852527515 0.0011628837684770246 0.0013056392213396089 0.0016313169875921824 0.0017610630733348948 0.0010770886966860603 0.0010121420457169378
leaf_count=202 410 233 482 253 99 344 306 697 268 129 276 133 78
internal_value=0 2.50914e-05 7.06877e-05 2.60522e-05 -1.77792e-05 3.51079e-05 9.76785e-05 -2.93102e-05 -0.000223371 0.000300619 0.000379726 -5.04285e-05 0.000165968
internal_weight=0 0.0158071 0.0147999 0.0137276 0.0125587 0.0115519 0.0104977 0.00723858 0.00455775 0.00268082 0.00325909 0.00339487 0.00231778
internal_count=3910 3500 3298 3065 2812 2330 1986 1404 1176 228 582 479 346
is_linear=0
shrinkage=0.00196078


Tree=4018
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 484 457 151 4 4 15 16
split_gain=9.04997e-05 8.01948e-05 8.61609e-05 9.11742e-05 9.32054e-05 7.87319e-05 0.000108836 0.000121104 9.99485e-05 0.000195523 7.74357e-05 8.95899e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 -0.089744999999999978 0.087270000000000014 0.082870000000000013 -0.0080899999999999982 0.074650000000000008 -0.0021099999999999995 1.0000000180025095e-35 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 10 11 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00055951699792555006 0.00061835281839604198 -0.00047589526237131017 -0.00039949327320668151 -0.00049919353813227777 -0.00049347528078559199 -0.00035616305650696154 0.00077816600002441 0.00092972865443159854 0.00058868284607452596 -0.00066641610123629406 -3.4206486649413425e-05 0.00012901085519339284
leaf_weight=0.0010652654282306091 0.0010302943879480853 0.0011057201202933362 0.0013686066561661115 0.00114425450038664 0.0010577502206388784 0.001076264688784751 0.0011162517145197363 0.0010595388441752476 0.0019996817695366867 0.0010846932068883826 0.0017230776852955897 0.0010898056450885083
leaf_count=612 243 472 313 135 178 283 122 178 288 219 662 205
internal_value=0 3.21296e-05 7.29823e-05 2.88081e-05 8.10011e-05 0.000145428 0.000204551 0.000124659 0.000218644 6.93716e-05 0.000275471 0.000523732
internal_weight=0 0.0148559 0.0137502 0.0127199 0.0115757 0.0102071 0.0091308 0.00801455 0.0069568 0.00495712 0.00387242 0.00214934
internal_count=3910 3298 2826 2583 2448 2135 1852 1730 1552 1264 1045 383
is_linear=0
shrinkage=0.00196078


Tree=4019
num_leaves=12
num_cat=0
split_feature=484 52 157 1 43 160 42 3 12 2 13
split_gain=6.54711e-05 7.49395e-05 8.00122e-05 6.40862e-05 6.9569e-05 5.12678e-05 6.82277e-05 5.99722e-05 9.37474e-05 9.98723e-05 8.82776e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.073574999999999988 0.086560000000000012 -0.042649999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 0.095295000000000019 0.10836000000000003 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 -8 9 10 -9
right_child=1 5 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.00048920409023610269 0.00069511930076037755 -0.00041781982557114887 0.00041098277067477671 0.00027852243898086421 -0.00039442455662729481 -0.00038697036764280687 0.00043402403823285886 -0.00015793416942151873 -0.0005284606451243988 -0.00039953556191680851 0.00053976802873522897
leaf_weight=0.0010105559757232147 0.0010772505733280644 0.001423238483154351 0.0014914682786846948 0.0010334237931302595 0.0013784427348406266 0.0015362200794438877 0.0013881703951233735 0.001077794648037362 0.0011163270763872857 0.0010835458651538266 0.0019745420347278865
leaf_count=612 238 625 317 213 225 681 126 296 179 157 241
internal_value=0 2.68867e-05 0.000222047 9.14879e-05 -0.000106084 -7.43664e-05 -1.45841e-05 7.15657e-05 -2.42328e-05 0.000111865 0.000293406
internal_weight=0 0.0145804 0.00498059 0.00390333 0.00241187 0.00959984 0.0081766 0.00664038 0.00525221 0.00413588 0.00305234
internal_count=3910 3298 993 755 438 2305 1680 999 873 694 537
is_linear=0
shrinkage=0.00196078


Tree=4020
num_leaves=14
num_cat=0
split_feature=484 133 0 156 12 1 12 2 16 151 15 16 12
split_gain=7.0149e-05 6.56769e-05 0.000114153 7.11949e-05 9.23657e-05 0.000116395 0.000149875 8.51042e-05 0.000182561 0.000131531 9.36121e-05 5.98276e-05 2.18586e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.089935000000000001 -0.036459999999999992 0.12864500000000004 0.099370000000000014 0.086650000000000019 -0.089864999999999987 -0.044604999999999992 1.0000000180025095e-35 -0.095109999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -9 11 -11 -10
right_child=1 -3 -4 -5 5 -7 -8 9 12 10 -12 -13 -14
leaf_value=-0.00049400933140187665 -0.00045487490251849394 -0.00043799381689323103 0.00068277686311500282 -0.00048712214153359896 -0.00075002640186358212 0.0006937038430262811 -0.00066181146692545565 -0.00027901203383520735 0.00043318565414113215 0.0010514909588441377 4.8492410453618904e-05 0.00043280365958060362 3.0157663587849905e-05
leaf_weight=0.0010609557119791143 0.0012168702115702154 0.0010778242732594956 0.0010599187465787996 0.0010077215934805742 0.0011358357542715211 0.0011879273937552741 0.0010339390265586305 0.0011824628995463927 0.0010174349259990461 0.0010472127121201658 0.0013163819580350664 0.0014100566822589362 0.00105269767432884
leaf_count=612 378 472 70 316 249 119 247 213 57 123 280 245 529
internal_value=0 2.80004e-05 6.47463e-05 1.27924e-05 5.62182e-05 0.000116112 4.14996e-05 0.000130592 -0.000118349 0.000291625 0.000470432 0.000696469 0.000228239
internal_weight=0 0.0147463 0.0136685 0.0126085 0.0116008 0.0103839 0.00919602 0.00816208 0.00320597 0.00495611 0.00377365 0.00245727 0.00207013
internal_count=3910 3298 2826 2756 2440 2062 1943 1696 835 861 648 368 586
is_linear=0
shrinkage=0.00196078


Tree=4021
num_leaves=13
num_cat=0
split_feature=11 3 133 15 3 15 1 4 15 3 48 2
split_gain=0.000128547 8.02909e-05 7.68553e-05 9.48265e-05 0.000219786 0.000122796 7.99694e-05 0.000143905 0.000127612 7.47627e-05 6.09912e-05 4.12973e-05
threshold=0.08184000000000001 -0.10315499999999998 -0.090054999999999982 0.083935000000000023 -0.077894999999999978 0.091915000000000011 0.094485000000000013 0.053925000000000008 -0.11399999999999998 0.084925000000000014 0.084500000000000006 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 -5 9 -8 -9 -6 -11 -1
right_child=-2 2 3 5 6 -7 7 8 -10 10 -12 -13
leaf_value=9.3272138060008451e-05 -0.00065562457045419413 -0.0005071183423080778 -0.00084824288461447686 0.00087958807928650081 -0.0004715152781656016 -8.0248020918691768e-05 0.00062888468249355399 0.00036091034598638314 -0.00051390341718980344 0.00036689569055418323 -0.00024314857575800334 0.00060751872189578006
leaf_weight=0.0011270845237240658 0.0010985464961404045 0.0011461692390552754 0.0011827036930134099 0.0010433985554074692 0.0016292261778280822 0.0010070353174322791 0.0019832817289163322 0.0012881375245068316 0.0012762769633728925 0.0012834586227343792 0.0012377407306000121 0.0012848164623592367
leaf_count=180 224 490 825 472 301 491 279 254 120 84 58 132
internal_value=0 3.84891e-05 -2.21378e-05 2.44516e-05 -5.51786e-05 0.000408181 5.26562e-05 0.000232266 -7.44735e-05 -0.000144145 6.74046e-05 0.000367211
internal_weight=0 0.0154893 0.0130774 0.0119313 0.00988083 0.00205043 0.00869812 0.0045477 0.00256441 0.00415043 0.0025212 0.0024119
internal_count=3910 3686 3374 2884 1921 963 1096 653 374 443 142 312
is_linear=0
shrinkage=0.00196078


Tree=4022
num_leaves=13
num_cat=0
split_feature=158 41 13 39 15 133 3 16 15 16 52 4
split_gain=7.92464e-05 7.51717e-05 8.36685e-05 0.0001626 8.30138e-05 9.31819e-05 0.000160373 0.000149165 8.94468e-05 8.50508e-05 7.30544e-05 5.34109e-05
threshold=0.084710000000000021 0.075585000000000013 -0.094679999999999986 0.005105000000000001 0.088615000000000013 0.084285000000000013 -0.10628499999999998 -0.19424999999999998 -0.076594999999999983 -0.088734999999999994 0.083750000000000005 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 -4 -8 9 -9 -1 -10
right_child=-2 -3 3 -5 -6 -7 7 8 11 -11 -12 -13
leaf_value=0.0006047049421605171 -0.00053269372241674924 -0.00049356590908465766 0.00070802843359564689 0.00059318416903872688 -0.0005409143495928631 -0.00055226369698757485 -0.00071875914850282171 0.00018543547925444878 8.4083167752233479e-05 -0.00052635199277216817 -5.7029612580742011e-05 0.00065730070742050736
leaf_weight=0.0017706812162207762 0.00105500720880873 0.0010119932909036884 0.001192662020027181 0.0014777640734784945 0.0014300749182274601 0.0011431385067174745 0.001137737426752502 0.0012193714675761361 0.0014852852414080188 0.0013711737232397175 0.0010057319717001155 0.0010789388776011586
leaf_count=230 433 189 210 307 689 615 101 125 501 232 99 179
internal_value=0 2.28895e-05 5.94063e-05 -1.41405e-05 -0.000103368 -3.08479e-05 4.8783e-05 -7.61683e-05 6.56614e-05 -0.000191313 0.000364997 0.000325274
internal_weight=0 0.0153246 0.0143126 0.0115361 0.0100584 0.00862831 0.00748517 0.00629251 0.00515477 0.00259055 0.00277641 0.00256422
internal_count=3910 3477 3288 2959 2652 1963 1348 1138 1037 357 329 680
is_linear=0
shrinkage=0.00196078


Tree=4023
num_leaves=12
num_cat=0
split_feature=484 42 43 15 16 16 1 0 43 1 4
split_gain=5.51129e-05 6.59554e-05 6.46077e-05 9.50379e-05 9.94531e-05 0.000100186 7.58358e-05 9.99387e-05 0.000175451 7.00417e-05 6.90513e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.12512500000000001 -0.106555 -0.19424999999999998 0.3935300000000001 0.095575000000000007 -0.077944999999999987 -0.0037249999999999996 0.11198000000000001 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 7 8 -6 -2 -10
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 -12
leaf_value=-0.00045712624382749707 7.3573050127147017e-05 -0.00046238664032760823 0.00047273808611922373 -0.00055228050059690859 -0.00090351467701952509 -0.00052610348442751914 0.00047555229995608765 0.00035765313393423104 0.00039137407190345264 0.00074851551160915353 -0.00025912017156099328
leaf_weight=0.001023476258405564 0.0014333089767437587 0.0010363054512949983 0.0012647322293134295 0.0014623932953817817 0.0010021924180692973 0.0011725455664932591 0.0015508851573126153 0.0018056698316034001 0.0012581063357449129 0.0010060471714262672 0.0012515127281015341
leaf_count=612 223 402 214 180 889 258 292 311 220 224 85
internal_value=0 1.39437e-05 5.13185e-05 6.68998e-06 -8.19293e-05 3.6131e-06 9.40446e-05 -1.72251e-05 -0.000209976 0.000351935 6.69815e-05
internal_weight=0 0.0142437 0.0132074 0.0119427 0.00950331 0.00804091 0.00686837 0.00531748 0.00351181 0.00243936 0.00250962
internal_count=3910 3298 2896 2682 2235 2055 1797 1505 1194 447 305
is_linear=0
shrinkage=0.00196078


Tree=4024
num_leaves=14
num_cat=0
split_feature=484 403 3 156 49 151 0 0 2 0 3 52 4
split_gain=0.000109738 0.000113665 0.000132268 7.32153e-05 6.38656e-05 0.000240737 0.000122135 0.000134995 0.000134312 9.46216e-05 7.85978e-05 0.000105481 4.23569e-05
threshold=-0.0043499999999999988 0.096520000000000009 -0.15464999999999998 0.089935000000000001 -0.14917999999999998 0.056555000000000001 -0.21145499999999998 -0.07773999999999999 0.096970000000000015 -0.053834999999999994 -0.00088499999999999983 0.081680000000000016 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 10 -9 11 -8 -11
right_child=1 -3 3 -5 5 -7 7 9 -10 12 -12 -13 -14
leaf_value=-0.00058635732039046017 0.00066633484238371745 -0.00060523780998458982 0.0005223951434346764 -0.00049269316888439897 0.00056845398473825059 -0.00086164784264430188 -0.00087086786538322243 0.00072232141114463326 0.00033786206676634389 0.00035301895145565789 3.5984671186173012e-05 -6.7004235957122152e-05 -0.00016231485775305163
leaf_weight=0.0011840686352395198 0.0013236332709874983 0.0010099552729662389 0.0010436540961757919 0.0010026050124853298 0.0018187588190876633 0.0010903368772081793 0.0016567658322669118 0.0013001771010870498 0.0013600509343846016 0.0011133540852867373 0.0012110375870323857 0.0010102612392347767 0.0013650258477803717
leaf_count=612 223 275 86 269 109 111 576 448 267 61 88 577 208
internal_value=0 3.18618e-05 7.39288e-05 1.78075e-05 5.72719e-05 1.65678e-05 0.00010494 1.14443e-05 -0.000192326 0.000293926 -0.000378265 -0.000566367 6.91868e-05
internal_weight=0 0.0163056 0.0152957 0.013972 0.0129694 0.0119258 0.0108354 0.00901667 0.00523812 0.00377856 0.00387806 0.00266703 0.00247838
internal_count=3910 3298 3023 2800 2531 2445 2334 2225 1508 717 1241 1153 269
is_linear=0
shrinkage=0.00196078


Tree=4025
num_leaves=11
num_cat=0
split_feature=158 50 156 151 1 1 0 1 2 2
split_gain=2.85996e-05 4.28365e-05 5.01054e-05 5.47804e-05 9.84239e-05 0.000128701 0.000112218 9.89041e-05 5.88767e-05 4.80634e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.083820000000000019 0.056555000000000001 0.076710000000000014 0.090905000000000014 -0.084074999999999997 0.12811000000000003 0.097940000000000013 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -7 -8
right_child=-2 -3 -4 -5 5 7 9 -9 -10 -11
leaf_value=-0.03253834600707485 -0.016308037862661797 -0.017980648997930958 -0.015369883859485407 -0.015712959770394889 0.044616207426622943 -0.013114705615178924 0.017371926756545895 0.034645992674700567 0.015528282954162934 -0.0094275577047724657
leaf_weight=0.0010313710885952189 0.001014308450449493 0.0010704430183746541 0.0013224710813798122 0.0011029563833618071 0.0012598444970939289 0.0017431611124344283 0.0015971843890332858 0.0010303052038466032 0.001219829879045727 0.0011518068107950214
leaf_count=582 488 655 487 124 170 254 524 189 218 219
internal_value=0 0.00115013 0.00293724 0.00532571 0.00789446 0.0167493 -0.00441007 0.00795753 -0.00132271 0.00614314
internal_weight=0 0.0125294 0.0114589 0.0101365 0.0090335 0.00525314 0.00378036 0.0039933 0.00296299 0.00274899
internal_count=3910 3422 2767 2280 2156 831 1325 661 472 743
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 133 16 1 48 48 47
split_gain=6.30886e-05 6.48001e-05 6.78226e-05 0.000106441 0.000102069 9.14512e-05 9.37139e-05 0.000116154 6.0453e-05 0.000112675 0.000109684
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 0.20277000000000003 0.084145000000000011 0.083815000000000014 -0.055679999999999993 0.076710000000000014 0.084905000000000022 0.10417000000000001 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 10 -10 -9
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00048380463142975181 -0.00040938795663501837 -0.00044297398867198699 -0.00050901785156642573 0.00059267948543283643 0.00062755785653539019 0.0004210499958857442 -0.00051887774486574032 0.00066334163488775025 -0.00053011899071260093 0.00033032149982805623 -0.00012586088902490325
leaf_weight=0.0010103700054652489 0.0010842343213265894 0.0010615160587804555 0.0013689958286251646 0.0014934797048379586 0.0010078759455105979 0.0014761335590750364 0.001700568521600102 0.0016020274431216728 0.0011652635637443426 0.0011752634040823468 0.0011726472918874853
leaf_count=612 340 472 659 141 239 363 434 407 99 86 58
internal_value=0 2.31648e-05 6.05191e-05 0.00010241 3.37793e-05 -2.81668e-05 -0.000109184 -1.73588e-06 0.000134029 -9.80606e-05 0.000329805
internal_weight=0 0.014308 0.0132465 0.0121623 0.0106688 0.0096609 0.00818477 0.0064842 0.0051152 0.00234053 0.00277467
internal_count=3910 3298 2826 2486 2345 2106 1743 1309 650 185 465
is_linear=0
shrinkage=0.00196078


Tree=4027
num_leaves=10
num_cat=0
split_feature=0 16 474 160 42 49 52 13 16
split_gain=2.49453e-05 5.94274e-05 4.25785e-05 6.62129e-05 7.26218e-05 6.67507e-05 0.000107026 6.1932e-05 7.76111e-05
threshold=0.15480500000000005 0.31524000000000002 0.084655000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081419999999999979 0.024145000000000003 -0.092039999999999983 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -9
right_child=-2 -3 -4 4 5 6 -8 8 -10
leaf_value=-0.019494970675432131 0.0141699515743769 -0.022147286303937849 0.020514039720049112 -0.018625590907023051 0.026311475082396642 0.010295952955462135 0.022666796428088321 -0.034647343498116587 -0.00045676719903871646
leaf_weight=0.0016350861184594818 0.0011166920467826297 0.001245970480536404 0.0010049694232278803 0.0013682816023463697 0.0013761025256546384 0.0013574870882405283 0.0017224589441180004 0.0012121494596264025 0.0014679101131473572
leaf_count=865 74 385 374 780 173 215 409 209 426
internal_value=0 -0.00143511 0.000880552 -0.00106541 0.00247792 0.00652432 0.00179705 -0.0071062 -0.0159206
internal_weight=0 0.0123904 0.0111444 0.0101395 0.00850439 0.00713611 0.00576001 0.00403755 0.00268006
internal_count=3910 3836 3451 3077 2212 1432 1259 850 635
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=10
num_cat=0
split_feature=11 403 3 3 1 3 15 15 1
split_gain=2.5187e-05 3.67453e-05 7.29216e-05 5.12782e-05 4.99996e-05 0.000118754 6.10555e-05 4.04832e-05 1.08196e-05
threshold=0.077330000000000024 0.088015000000000024 -0.10628499999999998 -0.077894999999999978 0.094385000000000011 0.11265500000000002 -0.008624999999999999 -0.050004999999999994 0.11634000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6 -7
right_child=-2 -3 3 4 5 8 -8 -9 -10
leaf_value=0.02404595681113008 -0.013762831391309519 -0.016453690277254192 -0.015627262945628936 -0.018069851658610313 0.039464730823955914 0.00058351467318426195 0.0075496490038205188 0.012132762622178885 -0.013902474747820488
leaf_weight=0.0014275246819259639 0.0012314919266230703 0.0010706878319772005 0.0017558504712697756 0.0018533103357545521 0.001181476601112977 0.0010493707872458735 0.0018676078744800139 0.0010011017291608878 0.0010136644143676262
leaf_count=201 279 336 1571 383 343 100 327 199 171
internal_value=0 0.00124165 0.00294087 -0.000157958 0.00325153 0.0106681 -0.00521088 0.0269281 -0.00653412
internal_weight=0 0.0122206 0.0111499 0.00972238 0.00796653 0.00424561 0.00372092 0.00218258 0.00206304
internal_count=3910 3631 3295 3094 1523 813 710 542 271
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=9
num_cat=0
split_feature=4 42 43 16 16 52 4 1
split_gain=2.64058e-05 3.61801e-05 5.1558e-05 6.29001e-05 7.91081e-05 8.38574e-05 5.09121e-05 7.46341e-05
threshold=0.27608500000000008 0.092145000000000019 0.14198000000000002 0.10994000000000002 -0.19424999999999998 1.0000000180025095e-35 -0.077679999999999985 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.017306003349047614 0.011675584113195275 -0.015052002310110349 0.021979711752607389 -0.018292237116304459 0.018773098597981982 0.028568726876967234 0.0158668302711257 -0.017628686119042263
leaf_weight=0.001585678591480939 0.0016633167570729033 0.0017497743773883878 0.0010080946766846234 0.0018517402456823756 0.0011252776436354232 0.0014626313346754417 0.0010090865442742715 0.0019520921363683789
leaf_count=189 441 700 199 466 326 826 435 328
internal_value=0 -0.00178686 0.000535494 -0.00187009 0.00239207 0.00802089 0.00066638 -0.00621435
internal_weight=0 0.0117444 0.0099946 0.00898651 0.00713477 0.00554909 0.00408646 0.00296118
internal_count=3910 3469 2769 2570 2104 1915 1089 763
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=10
num_cat=0
split_feature=4 2 2 133 15 52 12 1 1
split_gain=2.61079e-05 7.6029e-05 6.8364e-05 6.86449e-05 7.50845e-05 5.8289e-05 7.95515e-05 4.15658e-05 5.53539e-05
threshold=0.15927500000000003 0.10836000000000003 0.11043500000000002 0.090085000000000012 0.085285000000000014 0.071660000000000015 0.085325000000000012 0.086560000000000012 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.017562435396768727 0.02255594406099469 -0.0078753305323702779 0.01469576505614504 -0.029274726291337119 -0.027831355659653379 0.017630990800305189 -0.029320651490977703 -0.020062438804669919 0.011675796193701128
leaf_weight=0.0012145848365512869 0.0016746501174754889 0.0016105681182062494 0.001857959148894116 0.0011436927871329005 0.0010297267615274296 0.0016170287373817741 0.001003041066410873 0.0011945202919784181 0.0010176917172768554
leaf_count=345 289 321 437 585 686 470 526 103 148
internal_value=0 0.00763711 -0.00262818 -0.00654376 -0.00287006 0.00138062 -0.00455127 0.00269886 -0.00546179
internal_weight=0 0.00328522 0.0100782 0.00822029 0.00707659 0.00604687 0.00442984 0.0034268 0.00221221
internal_count=3910 610 3300 2863 2278 1592 1122 596 251
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 484 457 151 4 4 15 4
split_gain=5.47655e-05 6.38572e-05 7.90158e-05 6.82277e-05 6.98492e-05 9.868e-05 0.000101199 0.000126829 0.000103932 0.000192335 8.14114e-05 7.7787e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.099550000000000013 -0.089744999999999978 0.087270000000000014 0.082870000000000013 -0.0080899999999999982 0.074650000000000008 -0.0021099999999999995 1.0000000180025095e-35 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 10 11 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00044958097743836624 0.00058292344119447608 -0.00044640852695318212 -0.00036986028170464872 -0.00045764125092515848 -0.00054165491485636073 -0.00045139492819243408 0.00073473859232822171 0.00013113989123935421 0.00057616396371325599 -0.00066437541722537614 -6.1509565470987631e-05 0.00089536672490595328
leaf_weight=0.0010235953497850824 0.0010120701446899626 0.0010481590848477685 0.0012987972111705012 0.0010804702262497143 0.0010235306019831629 0.0010634854996194572 0.001109203991691096 0.0010037424971774955 0.001986962682841876 0.0011310163621812332 0.001677564213241607 0.00104534719923754
leaf_count=612 248 472 312 135 177 282 122 149 287 219 662 233
internal_value=0 1.97194e-05 5.60929e-05 1.31635e-05 5.80229e-05 0.00011337 0.000180274 0.000102109 0.000198376 4.3847e-05 0.000258788 0.000521012
internal_weight=0 0.0144803 0.0134322 0.0124201 0.0113397 0.0100409 0.00897737 0.00786816 0.00684463 0.00485767 0.00372665 0.00204909
internal_count=3910 3298 2826 2578 2443 2131 1849 1727 1550 1263 1044 382
is_linear=0
shrinkage=0.00196078


Tree=4032
num_leaves=10
num_cat=0
split_feature=11 52 403 4 3 42 3 2 4
split_gain=2.5028e-05 3.20804e-05 5.44981e-05 9.77818e-05 7.33189e-05 4.78456e-05 8.25733e-05 0.000100627 0.00013239
threshold=0.077330000000000024 0.16064500000000001 0.088015000000000024 -0.082509999999999986 0.013395000000000002 0.091330000000000008 -0.0026499999999999996 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -8
right_child=-2 -3 -4 5 -6 -7 7 -9 -10
leaf_value=0.034762461852469222 -0.013696365337181625 -0.015621402615808608 -0.019229073786875241 -0.022663027149927177 0.0015716175099911266 0.015826018039302843 -0.01259765678588215 -0.021428456584055899 0.030610232074503425
leaf_weight=0.0016220431876337984 0.0012298938852146743 0.0010283255313224314 0.0010162518829559966 0.0018114657900118424 0.001128649824445882 0.001377180868427451 0.0012004487256925215 0.0012019756719821974 0.0017326691280927118
leaf_count=492 279 453 317 1272 130 575 85 186 121
internal_value=0 0.00127524 0.00284189 0.00506828 0.0211438 -0.00096944 -0.00485915 0.00294022 0.0129264
internal_weight=0 0.012119 0.0110907 0.0100744 0.00275069 0.00732374 0.00594656 0.00413509 0.00293312
internal_count=3910 3631 3178 2861 622 2239 1664 392 206
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=11
num_cat=0
split_feature=4 151 15 16 0 133 4 1 2 3
split_gain=2.57744e-05 3.57386e-05 6.67831e-05 5.37358e-05 9.20512e-05 8.77602e-05 5.96884e-05 5.20631e-05 4.29493e-05 3.36307e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.10312999999999999 -0.092424999999999993 -0.10071499999999999 -0.036599999999999987 -0.025214999999999998 0.078340000000000007 0.095195000000000016 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 7 -5 -6 8 -4 -7 -1
right_child=-2 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.0022601699376020939 0.011570910599879383 -0.028319376781852347 0.00040617426300713471 0.02636213743729672 0.022354507425125084 0.010546723962404482 -0.030650708656663708 -0.030384140633380102 -0.013905765764852472 0.023334706549431539
leaf_weight=0.0010535443686436165 0.0016584869149938635 0.0010344651300516943 0.0011050384015227179 0.0013552929623615734 0.0010699851956441856 0.0013363916164983482 0.0010282728047648279 0.0010916967026790396 0.0015530837142283182 0.0010012617964109752
leaf_count=475 441 267 306 142 406 857 452 140 343 81
internal_value=0 -0.00175475 -0.00432296 -0.00141615 0.00325205 -0.00302754 -0.00995969 -0.0148955 -0.00259641 0.0102116
internal_weight=0 0.011629 0.00957423 0.00853976 0.00634303 0.00498773 0.00391775 0.00219674 0.00288948 0.00205481
internal_count=3910 3469 2913 2646 2200 2058 1652 446 1200 556
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=10
num_cat=0
split_feature=4 2 2 48 1 133 16 13 0
split_gain=2.62999e-05 6.45603e-05 6.08501e-05 6.49982e-05 6.40108e-05 5.59302e-05 6.00354e-05 3.79459e-05 4.52756e-06
threshold=0.15927500000000003 0.10836000000000003 0.11043500000000002 0.083775000000000002 0.086915000000000006 0.08493500000000001 -0.057604999999999996 -0.028919999999999998 -0.072559999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 -8 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.022525049429708843 0.021525274783285777 -0.0065867793523614803 0.013800625686143334 0.023488018721158695 -0.010370315765011859 -0.031781575825788937 -0.014302082635177269 0.0044450602755485751 0.01387193141656403
leaf_weight=0.0016468961287533141 0.0016611311011492888 0.0016074361887640208 0.0018370426911278178 0.0012281387197217784 0.0010238697846337778 0.001139108388129537 0.0010530569680827365 0.0010373804230769772 0.0010011905063158958
leaf_count=803 289 321 437 295 201 796 397 192 179
internal_value=0 0.00770016 -0.00263671 -0.00635103 0.00809442 -0.0118858 -0.00710298 0.00111228 0.00907482
internal_weight=0 0.00326857 0.00996668 0.00812964 0.00225201 0.00587763 0.00473852 0.00309163 0.00203857
internal_count=3910 610 3300 2863 496 2367 1571 768 371
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=10
num_cat=0
split_feature=11 0 43 13 15 15 52 4 47
split_gain=2.38902e-05 3.12321e-05 6.33985e-05 5.23667e-05 4.32625e-05 6.32917e-05 5.79391e-05 5.23545e-05 4.57657e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.079109999999999986 0.0024700000000000004 -0.0058549999999999991 -0.074174999999999977 -0.074484999999999982 -0.078484999999999985 0.087850000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -6 -8
right_child=-2 2 -4 -5 7 -7 8 -9 -10
leaf_value=-0.01849856106655241 -0.01446686552152009 0.030207603249159599 -0.0032314793480216659 -0.01913253269339061 -0.0045979004037496789 -0.023411630324427498 0.020709467571342802 0.021570981311880417 -0.0040623848188289244
leaf_weight=0.0010036506134224734 0.0010608927035865986 0.0010237278288144273 0.0012708141037150913 0.0014063728552185838 0.0012875254747213127 0.0012582583415582087 0.0016132449681617372 0.0018820262689863197 0.0013870185011560709
leaf_count=334 254 132 200 499 690 537 488 568 208
internal_value=0 0.0011818 0.0116876 -0.00126847 0.00171117 -0.00384806 0.00229994 0.0109407 0.00925747
internal_weight=0 0.0121326 0.00229454 0.0098381 0.00843172 0.00526217 0.00400391 0.00316955 0.00300026
internal_count=3910 3656 332 3324 2825 1567 1030 1258 696
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=10
num_cat=0
split_feature=1 2 2 4 150 12 12 0 15
split_gain=2.22107e-05 4.40819e-05 4.37186e-05 6.11094e-05 3.46753e-05 5.17825e-05 6.42516e-05 0.000105 2.07593e-05
threshold=0.085835000000000009 0.086545000000000025 0.10393500000000001 -0.0025899999999999994 0.077110000000000012 0.10106500000000002 0.051320000000000005 -0.075584999999999986 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -2
right_child=4 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.021920049976533407 0.0027944796363932509 -0.0054468447136993663 -0.015134056704896379 0.024180752391218675 0.015553740515007262 0.020307913317256593 -0.024571388647860626 0.029432190607856415 -0.015162137911542806
leaf_weight=0.0011971278190833308 0.0010447101790100894 0.0016875273407848685 0.0013335183977725385 0.0011850480841946445 0.0017933640632895997 0.0010115057725449119 0.00120815836432272 0.0010136211029902181 0.0016777697786237303
leaf_count=678 180 851 356 315 349 191 588 258 144
internal_value=0 -0.00498943 -0.000170678 0.00677568 0.00336333 -0.00030737 -0.00452488 0.00195764 -0.00827156
internal_weight=0 0.00540322 0.00420609 0.00287258 0.00774913 0.00595577 0.00494426 0.0037361 0.00272248
internal_count=3910 2200 1522 1166 1710 1361 1170 582 324
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=9
num_cat=0
split_feature=4 15 47 43 16 16 16 3
split_gain=2.06833e-05 3.22963e-05 5.01292e-05 5.15317e-05 8.95632e-05 8.80171e-05 0.000114095 6.65782e-05
threshold=0.27608500000000008 -0.10981499999999998 0.09550500000000002 -0.17307499999999998 0.15737500000000001 -0.014099999999999998 -0.08286499999999998 -0.077689999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.017288031679367221 0.010426493903817738 0.01647897215896927 0.017541614002888267 0.014613008054600383 -0.027427658275563618 0.018454134372838965 -0.036538378517052265 -0.013934832463461083
leaf_weight=0.0011728165192752002 0.0016446280564771211 0.0012220175205534889 0.0014383279601841445 0.0017462509653365758 0.001512667207395982 0.0017824443393834226 0.0010556119223703647 0.0015350646251626448
leaf_count=313 441 206 214 577 423 726 784 226
internal_value=0 -0.00156527 0.000226332 -0.00258651 -0.00563921 -0.000253256 -0.00794185 0.00125776
internal_weight=0 0.0114652 0.0102924 0.00885406 0.00763204 0.00611937 0.00433693 0.00328132
internal_count=3910 3469 3156 2942 2736 2313 1587 803
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=10
num_cat=0
split_feature=13 12 43 43 133 52 15 16 1
split_gain=2.41184e-05 4.27198e-05 0.000123118 5.92258e-05 7.50466e-05 4.69416e-05 8.5023e-05 0.000139894 4.64138e-05
threshold=-0.45122499999999993 0.092365000000000017 -0.074254999999999988 -0.093039999999999984 0.085515000000000022 -0.074484999999999982 -0.11399999999999998 -0.092424999999999993 0.091845000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8 -9
right_child=1 2 -4 4 -6 6 7 8 -10
leaf_value=0.014547924820550529 -0.017007605361828524 0.0055041305427922446 -0.037704024467344568 -0.012498477670827363 0.030837296890420723 0.031461696227640355 -0.02361637489990329 0.0011926099453790128 0.028527619336017607
leaf_weight=0.0010405838293764324 0.0014059049672650878 0.0015963739230135205 0.0011236362460971608 0.0017679225387405495 0.001002285520788378 0.0010707551974925011 0.0015675246266415185 0.0012730760869487947 0.0012130433571026118
leaf_count=112 346 416 739 413 583 232 310 625 134
internal_value=0 -0.00132162 -0.0123452 0.0019023 0.00526986 0.00155183 0.0063992 -0.000220968 0.0145301
internal_weight=0 0.0120205 0.00272001 0.00930051 0.00789461 0.00689232 0.0051244 0.00405364 0.00248612
internal_count=3910 3798 1155 2643 2297 1714 1301 1069 759
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=14
num_cat=0
split_feature=48 48 51 151 1 4 4 12 3 16 1 2 52
split_gain=0.000117362 0.000123169 7.12296e-05 7.43821e-05 9.3743e-05 0.000185725 9.8896e-05 6.43064e-05 0.000111944 8.42459e-05 0.000136556 0.000119033 3.83541e-05
threshold=0.12862000000000004 0.097140000000000018 0.08955500000000001 0.054740000000000004 0.11198000000000001 0.22584000000000001 0.18622000000000002 0.089995000000000006 -0.075679999999999983 -0.083144999999999983 0.091035000000000019 0.087805000000000008 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -9 11 12 -1 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14
leaf_value=-2.5738808785971189e-05 -0.00065488831047045963 0.00061965219918401709 -0.00043865109328271204 0.00052670737353919302 -0.00017527884755840935 0.00096781750603732928 -0.00064720868999776501 -0.00071030695828300597 0.00014648652295294804 -0.00064645867387988151 0.00047082544158995521 0.00088337801309249279 -0.0001242776010910505
leaf_weight=0.001235789270837544 0.0010041326095683025 0.0012781222891711649 0.0013836342749414697 0.0010616113350241018 0.001198994438210779 0.0010041132607373237 0.0011329970320269247 0.0012194635366457223 0.0011291389489616176 0.0011201177726915413 0.0010373456546482287 0.001003239587255178 0.0010456064277233465
leaf_count=365 123 250 367 132 131 267 167 653 320 471 176 111 377
internal_value=0 3.77482e-05 -1.70515e-05 3.08087e-05 -1.65052e-05 0.000345712 -0.00010593 -2.72125e-05 -0.000298386 8.98156e-05 -0.000114155 0.000381608 -0.000394351
internal_weight=0 0.0148502 0.0135721 0.0121884 0.0111268 0.00220311 0.0089237 0.0077907 0.0023486 0.0054421 0.00320307 0.00223903 0.00216572
internal_count=3910 3787 3537 3170 3038 398 2640 2473 973 1500 1024 476 848
is_linear=0
shrinkage=0.00196078


Tree=4040
num_leaves=12
num_cat=0
split_feature=133 3 484 484 52 52 0 42 43 4 15
split_gain=5.6727e-05 8.67336e-05 6.72896e-05 6.5748e-05 7.54208e-05 0.000105017 0.00011301 6.00192e-05 7.32071e-05 6.94532e-05 8.57509e-05
threshold=0.10681500000000001 0.16699000000000003 -1.0000000180025095e-35 0.088645000000000015 -0.068164999999999989 -0.27466499999999994 -0.18087499999999998 -1.0000000180025095e-35 -0.083094999999999988 -0.0031049999999999997 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -6 -9 -10 -11
right_child=-2 -3 3 -5 7 6 -8 8 9 10 -12
leaf_value=-0.00050351959341990177 -0.00044698235781049912 0.00057380298646570913 -0.00020283771558102741 -0.00045168304148486164 -0.00043571811712648568 9.6485917454649045e-06 0.0008606509243144876 0.0004124116375450852 0.00019864162131275645 3.0431256429279307e-05 -0.00066272751936513889
leaf_weight=0.001024038112812293 0.0010672108347992747 0.0010158416820647146 0.0011186890689845615 0.0010386378938165063 0.0012762563080051187 0.0010004346041654344 0.0014987239994180301 0.0014749258055973139 0.0019126393012323514 0.0014965092947721139 0.0012672025431132907
leaf_count=546 545 183 310 278 607 37 375 200 446 166 217
internal_value=0 2.18497e-05 -2.09254e-05 1.99712e-05 6.43226e-05 0.00029648 0.000519987 -4.87579e-05 3.15279e-05 -8.86032e-05 -0.000287392
internal_weight=0 0.0141239 0.0131081 0.012084 0.0110454 0.00361785 0.00249916 0.00742753 0.00615128 0.00467635 0.00276371
internal_count=3910 3365 3182 2636 2358 722 412 1636 1029 829 383
is_linear=0
shrinkage=0.00196078


Tree=4041
num_leaves=12
num_cat=0
split_feature=484 457 160 133 4 12 4 0 0 4 13
split_gain=5.80232e-05 6.63551e-05 7.87051e-05 0.000143015 0.000104365 7.93287e-05 0.000109278 0.00011833 0.000128022 8.6665e-05 5.53899e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 -0.080184999999999992 -0.090054999999999982 0.25367000000000006 0.10129000000000001 -0.0010999999999999996 -0.10071499999999999 -0.14293499999999998 -0.08422499999999998 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 9 8 -8 -5 -11
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00045290694221433546 -0.00044573033342199263 -0.0003101793575682073 -0.00051012069362084823 0.00010682477893976452 0.00065404119529644889 -0.0003441921674058715 -0.00021264478628329523 -0.00047597628088764661 0.00072896456254319358 0.00038103334554748925 0.0010285440453084657
leaf_weight=0.0010299221972514131 0.0010511264324761351 0.0018467312315413207 0.0012177066474216335 0.0017628030615355109 0.0016400965614138023 0.0012410027647062616 0.0011594582610179316 0.0014890267979649516 0.0010651080913437194 0.0010280041274132151 0.0010039641763576227
leaf_count=612 197 615 427 435 353 246 46 193 62 591 133
internal_value=0 2.87349e-05 6.5804e-05 0.000125624 0.000200137 0.000115051 0.000190956 -4.81658e-05 0.000238192 0.000424963 0.000700958
internal_weight=0 0.014505 0.0134539 0.0116072 0.0103895 0.00874937 0.00750836 0.00371359 0.00222457 0.00379477 0.00203197
internal_count=3910 3298 3101 2486 2059 1706 1460 301 108 1159 724
is_linear=0
shrinkage=0.00196078


Tree=4042
num_leaves=12
num_cat=0
split_feature=484 52 52 0 1 160 42 3 12 2 13
split_gain=8.7147e-05 6.19799e-05 6.33412e-05 8.294e-05 9.16368e-05 5.43047e-05 5.79514e-05 6.23465e-05 9.41454e-05 9.27759e-05 8.48081e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.37613999999999997 -0.15007499999999999 0.085990000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 0.095295000000000019 0.10836000000000003 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 -8 9 10 -9
right_child=1 5 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.00058311638465193417 -0.00020212261225456134 -0.00044088695636612988 -2.5254170182364104e-05 0.00017824442143825876 0.0009960521900922864 -0.00036836126386104135 0.00043307016036246536 -0.00016579570112629317 -0.00055063614206909734 -0.00039778882878623863 0.00053003227365979485
leaf_weight=0.0010034494084752562 0.001163776090159511 0.0013580200385824312 0.0015222710135081863 0.0010849553852909249 0.0010239204467389277 0.0014656932687132753 0.0013799013691646045 0.0010481178126967949 0.0010797653461158407 0.0010506997716309232 0.0018838039052471846
leaf_count=612 369 625 63 208 353 681 126 296 179 157 241
internal_value=0 1.49877e-05 0.000195956 0.00032354 0.000575314 -7.8659e-05 -1.64545e-05 6.36083e-05 -3.70993e-05 0.00010213 0.000281284
internal_weight=0 0.0140609 0.00479492 0.00363115 0.00210888 0.009266 0.00790798 0.00644229 0.00506239 0.00398262 0.00293192
internal_count=3910 3298 993 624 561 2305 1680 999 873 694 537
is_linear=0
shrinkage=0.00196078


Tree=4043
num_leaves=13
num_cat=0
split_feature=47 52 42 13 2 15 12 12 4 1 1 2
split_gain=8.9081e-05 0.000120591 0.000105806 0.00012165 0.000108014 9.34956e-05 7.08045e-05 0.000190214 8.3043e-05 0.000133966 8.49582e-05 7.25968e-05
threshold=0.13177500000000003 0.11401500000000002 0.098285000000000011 -0.094679999999999986 0.10648500000000001 0.088615000000000013 0.095565000000000011 0.086935000000000012 0.080255000000000007 0.095575000000000007 0.086560000000000012 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 11 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=7.7558710189788656e-05 -0.00057302302155820193 -0.00043925686325589191 0.00061627764860857671 -9.1051845677880187e-05 0.00083053393576612404 -0.00062622986626649241 0.00047646977105007251 -0.00085584911269026662 -0.00043303595334324638 0.00077534884038194787 -0.00036026802068038228 0.00062494573454678398
leaf_weight=0.0018928325445484214 0.0010197583444514968 0.0018826899005043663 0.0013268057066921036 0.0011785076825031463 0.0011947923033614699 0.0010696812468901718 0.0010093569946520459 0.0010324069607181774 0.0010874743892418772 0.0010793915814726954 0.0015489860565625624 0.0010119393901159102
leaf_count=193 84 616 404 386 146 393 304 592 197 174 139 282
internal_value=0 2.54874e-05 9.06272e-05 3.30134e-05 0.000368931 -8.20029e-05 -8.75877e-06 -7.93438e-05 5.63875e-05 0.000166837 -8.81102e-06 0.000239724
internal_weight=0 0.0153149 0.0134322 0.0121054 0.00308762 0.00901774 0.00794806 0.00693871 0.0059063 0.00481882 0.00373943 0.00219045
internal_count=3910 3826 3210 2806 339 2467 2074 1770 1178 981 807 668
is_linear=0
shrinkage=0.00196078


Tree=4044
num_leaves=14
num_cat=0
split_feature=453 4 1 12 39 3 52 51 457 15 3 2 2
split_gain=0.000110848 0.000140817 0.000143652 7.45965e-05 8.49877e-05 8.31159e-05 8.44803e-05 8.73609e-05 9.04668e-05 0.000117956 9.01991e-05 0.000102267 5.58188e-05
threshold=1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 0.10700500000000002 0.096625000000000016 0.13772500000000001 0.11262000000000001 0.08955500000000001 0.084715000000000013 -0.064869999999999983 -0.078884999999999997 0.086545000000000025 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 -1 11 -11 -12
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 10 12 -13 -14
leaf_value=-0.00043603348006593395 -0.00064809146534179304 -6.1637942396637817e-06 0.00088306071317318811 -0.00056524672035856874 -0.0005518240209204208 0.00056509367760695939 -0.00051006959518079379 -0.00046556318219935706 0.00063400465331823184 -0.00045919111207569282 0.00074058571887967268 0.00024420676963345095 0.00013007111642376795
leaf_weight=0.0016082715555877656 0.0010003309002424845 0.0014398501321053493 0.0013565117086243343 0.0010290155018512952 0.001046233328598844 0.0010240088371193121 0.0011990545989373604 0.0011446363485775992 0.0011073875478664419 0.0013413663502382408 0.0012630380041229348 0.0019498440813202097 0.001058125934559933
leaf_count=531 99 176 332 290 78 102 453 201 144 718 149 484 153
internal_value=0 2.40384e-05 0.000425198 -5.74219e-05 -1.6411e-05 3.1484e-05 -1.97187e-05 4.23502e-05 0.00011216 3.21274e-05 0.000166283 -4.24702e-05 0.000462276
internal_weight=0 0.0165673 0.00279636 0.013771 0.012742 0.0116957 0.0106717 0.00947267 0.00832803 0.00722065 0.00561237 0.00329121 0.00232116
internal_count=3910 3811 508 3303 3013 2935 2833 2380 2179 2035 1504 1202 302
is_linear=0
shrinkage=0.00196078


Tree=4045
num_leaves=10
num_cat=0
split_feature=52 13 3 13 2 4 0 13 0
split_gain=2.48264e-05 7.29652e-05 9.88571e-05 8.16036e-05 7.56701e-05 4.91497e-05 5.23283e-05 6.78964e-05 3.79776e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11265500000000002 -0.014114999999999997 0.10648500000000001 0.0057500000000000008 -0.083564999999999987 0.025140000000000006 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -5 -8 -7
right_child=-2 2 -4 5 -6 8 7 -9 -10
leaf_value=0.0029076328528486882 -0.011018999280358053 -0.017062732081864332 -0.031922250461039699 -0.013324113152614834 0.037368534452623677 0.0056854866520785275 0.029242862353109012 -0.0062704705363895198 0.032870827390856894
leaf_weight=0.0016833105696829275 0.0018022014318162015 0.0018827873179973744 0.0010304178673523623 0.0016417809952321248 0.0010253098866620388 0.0010240512639426685 0.0010122676886537723 0.0011498871647436723 0.0010314752298415245
leaf_count=240 647 1443 107 363 166 91 361 303 189
internal_value=0 0.00160554 -0.00282412 0.00104855 0.0159523 0.00686815 0.000135648 0.010356 0.0193272
internal_weight=0 0.0114813 0.00877267 0.00774225 0.00270862 0.00585946 0.00380394 0.00216215 0.00205553
internal_count=3910 3263 2857 2750 406 1307 1027 664 280
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=12
num_cat=0
split_feature=484 52 2 0 52 1 15 16 42 2 4
split_gain=9.05229e-05 5.97759e-05 7.32981e-05 0.000122327 6.66119e-05 9.47311e-05 6.33646e-05 0.000109796 0.000132465 5.89995e-05 5.73215e-05
threshold=-0.0043499999999999988 -0.062489999999999997 0.12547000000000003 -0.17106499999999999 -0.37613999999999997 0.097480000000000011 0.088190000000000004 0.18936500000000003 0.084100000000000022 0.087005000000000013 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 9 7 8 10 -6 -5
right_child=1 2 -4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00057321913753059111 -0.00019735360939356539 0.00056490656992849036 -0.00054975257943240769 -0.00034585414257158489 0.00043689764074471944 0.00077677323863101114 0.00020865182449793341 0.00034806932400577415 -0.00088045895621467871 -0.00018588243731192122 0.00021161055320435403
leaf_weight=0.0010189053180276386 0.0011612929834416783 0.0012641922262397126 0.0010381505527492932 0.0017695745870404543 0.0011135691761318374 0.0012578936437582771 0.0019243200336979942 0.0010901526312442665 0.0012665287057956401 0.0012317556207441099 0.0011834065325634856
leaf_count=612 369 122 220 597 136 255 686 42 485 195 191
internal_value=0 3.16858e-05 -5.79189e-05 2.16425e-06 0.000211033 0.000342653 -9.61792e-05 -0.000206656 -0.000349974 0.000109816 -0.00012245
internal_weight=0 0.0143008 0.00953633 0.00849817 0.00476451 0.00360322 0.00723398 0.00530966 0.00421951 0.00234532 0.00295298
internal_count=3910 3298 2343 2123 955 586 2001 1315 1273 331 788
is_linear=0
shrinkage=0.00196078


Tree=4047
num_leaves=11
num_cat=0
split_feature=52 160 15 0 15 43 43 1 4 16
split_gain=2.70367e-05 4.30235e-05 5.31161e-05 5.43113e-05 3.78201e-05 4.40251e-05 0.000105768 3.84483e-05 8.64764e-05 7.03734e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -0.15007499999999999 -0.19153499999999998 -0.0037249999999999996 -0.15109999999999998 0.094695000000000015 -1.0000000180025095e-35 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6 8 9 -7
right_child=4 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=0.023633381536914945 -0.021593938923187592 -0.0056835010469009906 -0.014955579181848545 0.02694741198320872 0.010310785905211185 0.028409360232890632 -0.026444705048220208 0.018282649875283219 -0.024455787643437532 -0.0083660832572471141
leaf_weight=0.0010794919916998699 0.0010019780077438435 0.0010100954560505746 0.0013188508489177806 0.0010303964939125893 0.0014131350165184125 0.0010807985678170367 0.0017554618491496066 0.0015197157403543157 0.001052915809896205 0.0010034584814935896
leaf_count=244 321 49 428 469 215 168 1295 221 182 318
internal_value=0 0.00626595 0.000685093 0.0107943 -0.00330157 -0.000959406 -0.0100524 0.00522759 -0.00109656 0.0107039
internal_weight=0 0.00443883 0.00335934 0.00204049 0.00882746 0.00782549 0.0031686 0.00465689 0.00313717 0.00208426
internal_count=3910 1190 946 518 2720 2399 1510 889 668 486
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=10
num_cat=0
split_feature=150 1 42 133 15 3 2 2 4
split_gain=2.20245e-05 3.44987e-05 4.65554e-05 4.95554e-05 7.1952e-05 6.21059e-05 7.56318e-05 0.000101101 1.34183e-05
threshold=0.10871000000000001 0.12730000000000002 0.092145000000000019 0.083815000000000014 0.079360000000000014 -0.100615 0.090310000000000015 0.10869000000000002 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -5
right_child=-2 -3 -4 8 -6 6 7 -9 -10
leaf_value=0.017859303096389504 0.013370746653365687 0.013510760831474742 -0.019286329509879799 0.020684251528598159 -0.025244587295315559 -0.020689459405831497 0.027538247177978637 -0.014265225288819992 0.0047010865151687819
leaf_weight=0.0014975750511891008 0.0011130712505212246 0.0013870447607144893 0.0015486436745159827 0.0010833336590404564 0.0013574974460092712 0.001891393555611061 0.001136917198621013 0.0011779554991513898 0.0010196276936302691
leaf_count=280 209 315 691 280 799 416 236 164 520
internal_value=0 -0.00132869 -0.00325001 -0.000540087 -0.00455308 0.000371441 -0.00585484 0.00626596 0.0129348
internal_weight=0 0.0121 0.0107129 0.0091643 0.00706134 0.00570384 0.00420627 0.00231487 0.00210296
internal_count=3910 3701 3386 2695 1895 1096 816 400 800
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=10
num_cat=0
split_feature=11 13 39 0 4 42 0 49 2
split_gain=2.23426e-05 3.3578e-05 7.8977e-05 7.58539e-05 5.21971e-05 4.6888e-05 8.21864e-05 5.6604e-05 4.73922e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.077679999999999985 0.091230000000000019 -0.10071499999999999 -0.065249999999999989 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.029188065462097946 -0.013022012331325432 -0.015805169181795923 0.021931013247425798 -0.025479829731680659 -0.00034087359509218473 0.01882212552142502 -0.021531409417438994 0.02891636967891105 0.0018269103302478368
leaf_weight=0.0010032576412747109 0.0012115345482479759 0.0010341872041603421 0.0012500274569047466 0.0014881141794181344 0.0014842115513972786 0.0010555207936928544 0.0018361568220482179 0.0010082797988650877 0.0017964667857536254
leaf_count=87 279 79 387 329 319 519 1644 53 214
internal_value=0 0.00122941 -0.0014868 -0.00504854 0.0115689 -0.000531249 -0.00413082 0.00419186 0.0115653
internal_weight=0 0.0119562 0.00946875 0.00821873 0.00248747 0.00673061 0.00567509 0.00383893 0.00280475
internal_count=3910 3631 3225 2838 406 2509 1990 346 267
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=12
num_cat=0
split_feature=484 474 49 151 49 151 42 47 403 4 3
split_gain=6.33957e-05 6.35491e-05 9.92876e-05 7.53724e-05 0.000105769 0.000129502 8.05309e-05 0.000110766 0.000139804 7.81635e-05 0.000218507
threshold=-0.0043499999999999988 0.084655000000000022 -0.14917999999999998 0.056555000000000001 -0.047309999999999998 -0.03268999999999999 0.092395000000000019 0.09550500000000002 0.03138500000000001 -1.0000000180025095e-35 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 10 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00047762625369607395 0.00057254217197263665 0.0004653207771777665 0.00050748772471587134 -0.00057372507030962561 -0.00073585916852559642 -0.00068457127008830299 -0.00040423876868659882 0.00053458983179773163 0.00050182398280968041 -0.00052357809890401586 0.00047860954646989804
leaf_weight=0.0010343366634463823 0.0010270373035339642 0.0011586073803110325 0.001311836436322847 0.001015440498473001 0.0010508335118551418 0.0010482242376906872 0.0016212243596148658 0.0016021803609300722 0.00136022480513792 0.001855819252679134 0.001523144638654558
leaf_count=612 105 318 241 115 218 778 562 143 272 336 210
internal_value=0 2.47362e-05 -1.33128e-05 -6.18799e-05 -1.61817e-05 -8.44576e-05 -8.49179e-06 7.83323e-05 -4.79775e-05 -0.0002169 4.4363e-06
internal_weight=0 0.0145746 0.013416 0.0123889 0.0113735 0.0100617 0.00901082 0.00738959 0.00578741 0.00442719 0.00257137
internal_count=3910 3298 2980 2875 2760 2519 2301 1739 1596 1324 988
is_linear=0
shrinkage=0.00196078


Tree=4051
num_leaves=11
num_cat=0
split_feature=47 4 1 1 15 2 2 0 1 52
split_gain=2.29368e-05 6.98092e-05 8.15931e-05 8.13306e-05 5.21856e-05 6.87203e-05 5.75306e-05 8.97199e-05 5.13571e-05 1.80895e-05
threshold=0.11926500000000002 0.25367000000000006 0.11215000000000001 0.095575000000000007 0.088190000000000004 0.082715000000000025 0.087005000000000013 -0.080229999999999982 0.11183500000000002 0.096170000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -3 -9
right_child=-2 8 -4 -5 -6 6 7 9 -10 -11
leaf_value=-0.030867232303600563 -0.013889016597049275 0.0023200176432602391 -0.025678160385456113 0.02440370317290224 0.013134221410651662 0.015217165296621208 -0.02913414441010273 -0.0054921023418906872 0.033572961833136898 0.01330203278077443
leaf_weight=0.0010176308711757143 0.0011020233090896199 0.0010660370883608665 0.0012996441655190533 0.0012854907167939586 0.0015986809961855133 0.0013518935694178023 0.0013546873539019315 0.001010300396766479 0.0010375406885694675 0.0010386170792973772
leaf_count=303 145 176 223 385 769 565 624 323 324 73
internal_value=0 0.00118255 -0.0023144 0.00119299 -0.00285447 -0.00728203 -0.00223502 -0.00916693 0.0177348 0.00403484
internal_weight=0 0.0120605 0.00995695 0.0086573 0.00737181 0.00577313 0.0047555 0.0034036 0.00210358 0.00204892
internal_count=3910 3765 3265 3042 2657 1888 1585 1020 500 396
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=11
num_cat=0
split_feature=14 2 4 47 150 12 13 49 2 43
split_gain=2.37338e-05 4.52667e-05 7.29597e-05 4.22937e-05 7.30226e-05 6.9143e-05 7.21197e-05 3.56035e-05 3.2056e-05 1.01953e-05
threshold=-1.0000000180025095e-35 0.10910500000000002 -0.08422499999999998 0.086425000000000016 0.086420000000000011 0.089745000000000005 -0.0019849999999999994 -0.006494999999999999 0.095195000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 -4 -3 -2 -5
right_child=1 7 3 9 -6 -7 -8 -9 -10 -11
leaf_value=-0.01419074378020869 -0.0059182139494250987 -0.00036349441222990777 -0.0090469628328991841 -0.016337774867334835 -0.013557141565058757 0.033637885349532055 0.023866556027562019 0.023480346755683872 -0.02985857034738287 -0.0021607282742065639
leaf_weight=0.0010915289750303729 0.0011314584547650326 0.0011131337209992034 0.0015286694331112919 0.001026832119742494 0.0012342590390518448 0.0012607050367923994 0.0011793522855954213 0.0014317060808265909 0.0011060467856421926 0.0010024919936544583
leaf_count=196 531 174 910 253 266 707 153 473 157 90
internal_value=0 0.00121024 -0.00197171 0.00291047 0.0076863 0.0142929 0.00528698 0.0130509 -0.0177524 -0.00933427
internal_weight=0 0.0120147 0.00946982 0.00723231 0.00520299 0.00396873 0.00270802 0.00254484 0.00223751 0.00202932
internal_count=3910 3714 3067 2379 2036 1770 1063 647 688 343
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=9
num_cat=0
split_feature=52 52 0 160 12 2 2 4
split_gain=2.54996e-05 4.06397e-05 8.93244e-05 3.9656e-05 4.75002e-05 6.52268e-05 8.16671e-05 4.82446e-05
threshold=-0.048794999999999991 -0.27466499999999994 -0.14733499999999997 -1.0000000180025095e-35 0.10214500000000001 0.092340000000000019 0.10796500000000002 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -7 -5
right_child=3 2 -4 4 -6 6 -8 -9
leaf_value=-0.0099524929509978086 -0.017619947380767258 -0.0059076677528732587 0.027448623093452685 0.0057675557907021528 -0.019437859873632186 0.035006424531116194 0.00027761815786838642 -0.018596940890509405
leaf_weight=0.0011536077245139099 0.0015640646244981064 0.0015024153142451579 0.0017240653122020551 0.0016515088834347846 0.0010716214444791133 0.0011530802025931201 0.0016404359797610318 0.0016001288971866456
leaf_count=425 924 110 655 724 243 237 240 352
internal_value=0 0.00615654 0.0119162 -0.00320251 -3.39663e-05 0.00340575 0.0146126 -0.0062222
internal_weight=0 0.00438009 0.00322648 0.00868084 0.00711678 0.00604515 0.00279352 0.00325164
internal_count=3910 1190 765 2720 1796 1553 477 1076
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=12
num_cat=0
split_feature=133 40 42 484 160 15 16 2 43 2 48
split_gain=5.3178e-05 9.48971e-05 5.86975e-05 8.01348e-05 7.07447e-05 0.000114238 9.30031e-05 0.000150824 7.36223e-05 7.06877e-05 5.69034e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.099550000000000013 -0.095799999999999982 -0.088144999999999987 0.081110000000000015 -0.083899999999999988 0.09116500000000001 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 9 -8 -9 -7 -4
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00060112274545103125 -0.00043008600816028136 -0.00041831503915644783 3.9315582904865596e-05 -0.00047679681831585337 -0.00038643119581604308 0.00082623444986279547 -0.00057038143447843425 0.00073746957656213358 8.778721711181677e-05 0.00016873818949789265 -0.00051279720773981683
leaf_weight=0.0010241428061325717 0.0010548785203095849 0.0012751923636421343 0.0017355857384075322 0.0011109886050946058 0.0011350527040913964 0.0015643816872770566 0.0010059536475979063 0.0010120271248352007 0.0019877722429508284 0.0010510263899468821 0.0012237373838463318
leaf_count=253 545 367 317 298 216 312 356 182 734 157 173
internal_value=0 2.63015e-05 -1.86315e-05 2.44643e-05 7.64352e-05 0.000131274 0.000274417 8.66411e-05 0.000306967 0.000562013 -0.000188994
internal_weight=0 0.0141259 0.0131017 0.0118265 0.0107155 0.00958048 0.00662116 0.00400575 0.0029998 0.00261541 0.00295932
internal_count=3910 3365 3112 2745 2447 2231 1741 1272 916 469 490
is_linear=0
shrinkage=0.00196078


Tree=4055
num_leaves=10
num_cat=0
split_feature=1 150 151 16 51 4 4 3 15
split_gain=2.46667e-05 4.4272e-05 4.47601e-05 8.2768e-05 8.27341e-05 6.60859e-05 4.40092e-05 4.26946e-05 6.70687e-05
threshold=0.085835000000000009 0.077110000000000012 -0.0095999999999999992 -0.055679999999999993 -0.088439999999999977 0.24280000000000004 -0.15796999999999997 -0.084129999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 -1 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=0.0071368352165576774 -0.019866331123835658 0.017234056751086909 0.0020012356165303911 0.0073683928692042863 -0.032484478023091991 0.033399834415741923 -0.026839784161724424 -0.022775207689097993 0.011847027538859897
leaf_weight=0.0018652915045151938 0.0010042897336329445 0.001812410021075306 0.0016735242748811053 0.0010859883535524239 0.001001115138231418 0.0011182412454841047 0.0012347427014955128 0.0010165107571727381 0.0012445362460525599
leaf_count=146 142 349 397 231 350 241 896 663 495
internal_value=0 0.00356869 -0.000641165 0.00331623 -0.0117477 0.0145779 -0.00526669 -0.011885 -0.00371827
internal_weight=0 0.00769557 0.00588316 0.00487887 0.0020871 0.00279177 0.00536108 0.00349579 0.00226105
internal_count=3910 1710 1361 1219 581 638 2200 2054 1158
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=14
num_cat=0
split_feature=158 48 48 50 4 49 151 43 2 12 12 15 12
split_gain=0.00012764 0.000164037 0.00015401 0.000108099 0.000116258 0.000108532 0.000135516 9.47739e-05 0.000111712 0.00010471 0.000132308 7.97039e-05 3.56394e-05
threshold=0.085745000000000002 0.12738500000000003 0.096835000000000018 0.088425000000000017 0.27020000000000005 -0.085974999999999982 -0.024429999999999997 0.013605000000000001 0.10066500000000002 0.093225000000000016 1.0000000180025095e-35 -0.031229999999999997 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 11 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 12 -10 -11 -12 -13 -14
leaf_value=-0.0005330713169014932 -0.00067116948439915577 -0.00072097903720832036 0.00067388528829306232 -0.0005683626524372339 0.00067814848093892372 0.00058190403630294519 -0.00020896748991300123 0.00060917961792281258 -0.00067622949600603299 0.00047459447614645934 -0.00058902802643681087 0.0004714036713041793 9.3656160625084399e-05
leaf_weight=0.0012369887660149429 0.0010348158612602755 0.00102590357463228 0.0015554287474523103 0.0010935262652940246 0.00111757331754228 0.0017347598484837084 0.0013985466203227936 0.0010300379933267656 0.001183456461869287 0.001299842649717795 0.0016877575565789312 0.0012569396859030361 0.0010322708771880601
leaf_count=155 410 117 242 595 289 299 78 119 293 231 784 113 185
internal_value=0 3.85427e-05 8.84044e-05 2.36878e-05 7.35733e-05 1.66067e-05 8.061e-05 -1.72232e-05 -0.000128506 -1.36385e-05 -0.000159756 0.000113077 0.000351139
internal_weight=0 0.016653 0.0156271 0.0140717 0.0129782 0.0118606 0.0106236 0.00888885 0.00682654 0.00564309 0.00434324 0.00265549 0.00206231
internal_count=3910 3500 3383 3141 2546 2257 2102 1803 1499 1206 975 191 304
is_linear=0
shrinkage=0.00196078


Tree=4057
num_leaves=9
num_cat=0
split_feature=52 12 16 3 15 52 4 150
split_gain=2.20871e-05 3.82247e-05 7.56448e-05 5.84958e-05 9.15224e-05 7.25579e-05 3.64164e-05 5.80342e-05
threshold=-0.048794999999999991 0.091555000000000011 -0.23935499999999996 0.090325000000000003 -0.10071499999999999 0.071660000000000015 -0.0031049999999999997 0.086025000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -6 -1 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.0052602829083977518 0.032172034629864919 0.0051555454361572337 -0.029443839131330991 -0.013743859067124645 -0.017834351688095024 0.012457987216286666 0.025235675982921892 -0.0053437772175549177
leaf_weight=0.0017906530747327795 0.0011233838016679208 0.0011844313486195528 0.0013545279088948601 0.0018228535858686471 0.0014229620615004419 0.0017796095915413675 0.0015852755698743722 0.0010198964245792218
leaf_count=807 287 150 748 257 618 660 312 71
internal_value=0 -0.00298061 -0.0133031 0.00128175 0.00761318 -0.00100146 0.00571817 0.0132642
internal_weight=0 0.00868777 0.00253896 0.00614881 0.00432596 0.00320257 0.00439583 0.00260517
internal_count=3910 2720 898 1822 1565 1278 1190 383
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=9
num_cat=0
split_feature=11 48 0 2 13 42 16 16
split_gain=2.3155e-05 3.4118e-05 8.36934e-05 5.89181e-05 4.98647e-05 8.11571e-05 9.11185e-05 3.90303e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.094679999999999986 -0.088669999999999985 -0.057604999999999996 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=0.0093906771452928351 -0.014397329402845736 -0.0059824773661143844 0.024718272892490664 0.016368368735843752 0.0097573368338421049 -0.036118113294139859 0.0083706952253311019 -0.017446156866151107
leaf_weight=0.0016190365992856453 0.0010357673818593939 0.0017710395001133694 0.001780825066934816 0.0014126396359957485 0.0014377522573328222 0.0016315258167054038 0.0011008366230848352 0.0012511385245391508
leaf_count=210 254 115 604 421 363 1013 523 407
internal_value=0 0.00118606 0.00941019 -0.00226967 -0.0060094 -0.0106086 -0.0179592 -0.00536264
internal_weight=0 0.0120048 0.00355186 0.00845293 0.00704029 0.00542125 0.0039835 0.00235198
internal_count=3910 3656 719 2937 2516 2306 1943 930
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=13
num_cat=0
split_feature=41 158 457 16 15 15 49 4 3 13 2 0
split_gain=5.88064e-05 5.70053e-05 6.74711e-05 0.000112741 9.94365e-05 9.80196e-05 0.000211171 0.000119106 8.5502e-05 5.8617e-05 5.51932e-05 0.000103705
threshold=0.075585000000000013 1.0000000180025095e-35 -0.0034949999999999994 -0.49150499999999991 -0.14097499999999996 -0.074174999999999977 -1.0000000180025095e-35 -0.078484999999999985 0.090325000000000003 -0.0086549999999999978 0.085355000000000014 0.14676000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 -7 10 -6 -9 -8 -12
right_child=-2 -3 3 4 5 6 7 9 -10 -11 11 -13
leaf_value=-0.00041316140015933595 -0.00046349218145434767 -0.00043362377379049761 0.00070995783004645658 -0.00051193396210479417 0.00014491325953628375 -0.00073610612349331393 0.00027724119621965067 0.00078253560975715991 0.00086669247002712677 0.00015912718821036365 -0.00071436885136182213 0.00010421302893957709
leaf_weight=0.0011066086304226562 0.001059427506918593 0.0010088139908415493 0.0010395290105193094 0.0011471886185967879 0.0016712414320190815 0.0013017689995107112 0.0010802121160882567 0.0012017258083186881 0.0010137493144546234 0.0011206259499082275 0.00106256189080179 0.0013522957170733737
leaf_count=298 221 450 153 298 513 211 461 516 60 208 466 55
internal_value=0 1.55035e-05 5.00968e-05 9.28497e-05 3.42724e-05 9.8184e-05 -2.22188e-05 0.000137528 0.000417429 0.000481717 -9.11727e-05 -0.000255971
internal_weight=0 0.0141063 0.0130975 0.0119909 0.0109514 0.00980418 0.00711919 0.00581742 0.00268499 0.00232235 0.00349507 0.00241486
internal_count=3910 3689 3239 2941 2788 2490 1917 1706 573 724 982 521
is_linear=0
shrinkage=0.00196078


Tree=4060
num_leaves=12
num_cat=0
split_feature=484 133 484 16 52 51 52 2 3 15 2
split_gain=0.000100769 8.09921e-05 7.16566e-05 9.71234e-05 0.000135817 0.000101205 8.88793e-05 5.69556e-05 0.000111375 6.64728e-05 6.34682e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088465000000000016 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 0.090640000000000012 0.113945 0.094625000000000015 0.085120000000000015 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 10 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00061008195629467165 0.00011627847656131455 -0.00048829787587994621 -0.00041055217302843593 0.00047832847034174882 0.00091584047797022244 -0.0001899235853554081 -0.00051445086178305503 -0.0002924901383538818 0.00074634251445859865 0.00040987106099653559 -0.00047831850763276063
leaf_weight=0.0010008992077726363 0.0015711367463304871 0.0010588175255709107 0.0010724104562215972 0.0017507695886926 0.0011781402117045829 0.001734599792605547 0.0011785753540486743 0.0013056771378001028 0.0010175669609807153 0.0011799400045831602 0.001230936409592818
leaf_count=612 243 472 310 424 91 416 404 194 81 326 337
internal_value=0 3.3509e-05 7.53024e-05 0.000118195 0.0003403 0.000145753 -2.02076e-05 7.21761e-05 0.000167411 1.94708e-05 -0.000144925
internal_weight=0 0.0142786 0.0132198 0.0121473 0.00466351 0.00348537 0.00748383 0.00630526 0.00499958 0.00398201 0.00280207
internal_count=3910 3298 2826 2516 931 840 1585 1181 987 906 580
is_linear=0
shrinkage=0.00196078


Tree=4061
num_leaves=10
num_cat=0
split_feature=42 51 42 43 457 2 2 2 1
split_gain=2.51932e-05 4.94691e-05 5.06089e-05 5.69958e-05 3.83864e-05 5.32204e-05 7.24346e-05 3.35238e-05 2.04712e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.06705499999999999 0.041935000000000007 0.099990000000000009 0.080080000000000012 0.11339500000000001 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 6 -5 -7 -1
right_child=1 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.019385272801254728 -0.015144494401734985 0.024376931636404395 -0.011697597478693415 0.0052243209630103773 0.019037863008439241 0.021720988126155503 -0.030052299437793167 -0.0011248519249132168 1.6008465441508096e-05
leaf_weight=0.0011116282442940584 0.0014739749569400015 0.0016493332812687993 0.0015919636507381587 0.0012294056368561653 0.001258668606866538 0.0011858449428238105 0.0011054401698978975 0.0014013051360682034 0.0010647925084166471
leaf_count=864 521 692 710 185 119 89 334 200 196
internal_value=0 0.00189121 0.00455629 0.00786096 0.00345361 -0.000531643 -0.0114775 0.00934676 -0.00989339
internal_weight=0 0.0108959 0.00942196 0.00783 0.00618066 0.004922 0.00233485 0.00258715 0.00217642
internal_count=3910 2850 2329 1619 927 808 519 289 1060
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=10
num_cat=0
split_feature=133 42 47 51 15 160 1 4 3
split_gain=2.08885e-05 5.34774e-05 6.7372e-05 7.19985e-05 6.35049e-05 4.94995e-05 5.68963e-05 9.26818e-05 8.77968e-05
threshold=0.10599500000000002 -0.090359999999999982 0.087850000000000025 -0.07742499999999998 -0.10469999999999999 0.087825000000000014 0.11183500000000002 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 8 -5
right_child=-2 2 4 5 -6 -7 -8 -9 -10
leaf_value=-0.019213862401627032 -0.013841034951158177 -0.01632726766741889 -0.029740211368471259 0.0037810439188924981 0.0033126471968455669 -0.0045849556054196276 0.036781041744132881 -0.010927454529481738 0.03600915707586206
leaf_weight=0.0011698880591108863 0.001014823930288085 0.0011095461851413522 0.0010662061346740619 0.0017139034403904664 0.001278083438134626 0.0015992419654741732 0.0010157717068404373 0.0013989537318308647 0.0016679084786618836
leaf_count=385 557 460 182 781 228 278 336 353 350
internal_value=0 0.00109927 0.00328959 0.00742666 -0.0117201 0.0109903 0.0152875 0.0107207 0.0196759
internal_weight=0 0.0120195 0.0108496 0.00850533 0.00234429 0.00739578 0.00579654 0.00478077 0.00338181
internal_count=3910 3353 2968 2558 410 2098 1820 1484 1131
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=10
num_cat=0
split_feature=3 1 15 3 12 12 0 150 4
split_gain=2.03171e-05 3.74836e-05 7.95313e-05 4.28892e-05 3.24488e-05 7.79344e-05 3.1409e-05 7.16159e-05 1.89813e-05
threshold=-0.15464999999999998 0.085990000000000011 -1.0000000180025095e-35 -0.069909999999999986 0.097345000000000015 0.051320000000000005 -0.075584999999999986 0.077110000000000012 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -3
right_child=1 4 3 -5 -6 -7 -8 -9 -10
leaf_value=0.012659766069383894 -0.030237552087567118 -0.00020011400055967079 -0.010495042275630717 0.012028583090878064 0.018806254513424391 -0.025048542674681814 0.020416275521923662 0.020431963748311265 -0.01713266300665147
leaf_weight=0.0011458537345634843 0.0012179909415359022 0.0014081079804420527 0.0019021578622059046 0.0015217714510673461 0.0011283880451724987 0.0010082212275152845 0.0010920959224228408 0.001306647558056922 0.0012495007403474645
leaf_count=259 1019 135 939 173 225 499 308 167 186
internal_value=0 -0.00128573 -0.0082913 -0.000484377 0.00323526 0.000338091 0.00540011 0.00126337 -0.00816112
internal_weight=0 0.0118349 0.00464192 0.00342393 0.00719296 0.00606457 0.00505635 0.00396426 0.00265761
internal_count=3910 3651 2131 1112 1520 1295 796 488 321
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=10
num_cat=0
split_feature=4 43 13 2 2 15 15 16 13
split_gain=2.06457e-05 5.16368e-05 6.57661e-05 3.92987e-05 0.000151134 0.000123521 4.90877e-05 7.8781e-05 6.31507e-05
threshold=-0.49269499999999994 -0.24333999999999997 0.019675000000000002 0.10836000000000003 0.097940000000000013 -0.074174999999999977 -0.064869999999999983 -0.088144999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 8 -8 -3
right_child=1 2 -4 5 -6 -7 7 -9 -10
leaf_value=-0.013726306207441842 -0.019104321083592966 -0.029430016924988579 0.027580588047962276 0.0098128719993381807 0.040108822227355234 -0.032477915606992473 0.026441125401344346 -0.0055242044324172075 0.0015360931776526967
leaf_weight=0.0010170999167424611 0.0011419735637704124 0.0011237733114967622 0.0010077632221970846 0.0015292946762790834 0.0010308247731850252 0.0012593714282392191 0.0012642349429440682 0.0019762892602742735 0.0015909102217054783
leaf_count=192 199 659 355 315 256 288 344 1201 101
internal_value=0 0.00111617 0.00325773 0.000750066 0.00475616 -0.0092858 -0.00136326 0.00694652 -0.0112827
internal_weight=0 0.0119244 0.0107825 0.0097747 0.00698603 0.00278867 0.00595521 0.00324052 0.00271468
internal_count=3910 3718 3519 3164 2561 603 2305 1545 760
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=9
num_cat=0
split_feature=14 0 1 16 133 42 0 4
split_gain=2.13613e-05 4.10279e-05 4.73562e-05 5.51774e-05 3.65919e-05 6.34633e-05 9.4792e-05 0.000117272
threshold=-1.0000000180025095e-35 -0.10575999999999998 0.085990000000000011 -0.09601999999999998 -0.088019999999999987 0.088235000000000022 -0.017269999999999997 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6
right_child=1 4 3 -5 5 -7 -8 -9
leaf_value=-0.013683381174670054 -0.0087898803438853975 0.013706683539271902 0.026710734862980801 0.0010030061673661119 0.00095608487410002495 0.0087907696590010295 0.0049997849945233276 -0.042440126210586987
leaf_weight=0.0010543240789413549 0.0011548133122632935 0.0010624356873891339 0.0017854630158638555 0.001568207013763449 0.0010348705866260169 0.0019162462258677099 0.001740524763314588 0.001563561812352908
leaf_count=196 237 461 233 182 631 931 299 740
internal_value=0 0.00117155 0.00867549 0.0146896 -0.00345171 -0.00636603 -0.0130598 -0.0251568
internal_weight=0 0.0118261 0.00450848 0.00335367 0.00731764 0.0062552 0.00433896 0.00259843
internal_count=3910 3714 652 415 3062 2601 1670 1371
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=13
num_cat=0
split_feature=484 42 47 52 48 0 16 0 4 150 3 4
split_gain=6.33009e-05 7.87977e-05 7.57619e-05 0.000100207 0.000107276 0.000107353 8.17959e-05 8.57146e-05 8.94475e-05 7.03335e-05 6.02357e-05 5.44133e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.09550500000000002 -0.062489999999999997 0.084500000000000006 -0.14012999999999998 -0.25582999999999995 -0.077944999999999987 -0.34687499999999999 0.086420000000000011 0.099570000000000006 -0.0040999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 -7 -8 -9 11 -4 -2
right_child=1 -3 10 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.00048121906962497664 0.00015880532878351835 -0.00049515202227761509 0.0006524655178657638 0.00052963669657285235 -0.00072304005656504452 0.00030903339050521964 -0.00061994342930348986 -0.00042448206231437128 0.00037966914896445624 -0.00010222806481820621 2.2995175901124147e-05 0.00074438025180236542
leaf_weight=0.0010385144324165712 0.0012361278597751045 0.0010570855585637058 0.0013417207033573431 0.0010332869647121171 0.0010562831697935498 0.0010921904822779136 0.0017498101913682894 0.0010956980440461886 0.0010333469241246554 0.0014101118564645234 0.0010355871937081096 0.0012046700530086081
leaf_count=612 462 402 202 172 164 230 979 49 254 118 67 199
internal_value=0 2.00895e-05 6.10754e-05 -8.02998e-06 -0.000146801 -4.54285e-05 -0.000164962 -0.000298428 -3.41816e-05 0.000246405 0.00037826 0.000447819
internal_weight=0 0.0143459 0.0132888 0.0109115 0.00706062 0.00600433 0.00497105 0.00387886 0.00212904 0.00385091 0.00237731 0.0024408
internal_count=3910 3298 2896 2627 1848 1684 1512 1282 303 779 269 661
is_linear=0
shrinkage=0.00196078


Tree=4067
num_leaves=10
num_cat=0
split_feature=11 157 160 133 2 13 48 16 43
split_gain=2.0997e-05 3.22717e-05 5.14656e-05 0.000114248 4.86234e-05 6.08309e-05 8.06852e-05 5.99125e-05 3.12433e-05
threshold=0.077330000000000024 -0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.113945 -0.083514999999999992 0.087770000000000015 -0.08755499999999998 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9
right_child=-2 2 3 4 -6 6 -8 8 -10
leaf_value=0.017750961478690656 -0.012760560196382482 -0.017827964833439878 -0.024839907065625059 0.026664781884173278 -0.010115548665832452 -0.021219154347480604 0.027502793701564977 -0.004835673592791862 0.018061892978081442
leaf_weight=0.0010736127088346774 0.001181357240013157 0.0014673751425676824 0.0013226453917418472 0.0017227275076043894 0.0013782709830311947 0.0011776383404014795 0.0011699923299054171 0.0012200252102001579 0.0011648740141016001
leaf_count=456 279 820 810 269 311 175 146 305 339
internal_value=0 0.00122824 -0.000441544 0.00234482 0.0069348 0.0105752 0.00471835 -0.00276441 0.00634835
internal_weight=0 0.0116972 0.0106235 0.00915617 0.00783353 0.00645526 0.00473253 0.00356254 0.0023849
internal_count=3910 3631 3175 2355 1545 1234 965 819 644
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=12
num_cat=0
split_feature=484 474 43 13 42 43 160 151 15 2 0
split_gain=8.8955e-05 5.6658e-05 5.78658e-05 0.000166012 7.45353e-05 0.000112146 0.000102738 8.41138e-05 9.58926e-05 0.000123412 9.88711e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.15109999999999998 0.20131000000000002 0.092145000000000019 0.12512500000000001 -0.080184999999999992 -0.0088999999999999982 -1.0000000180025095e-35 0.090695000000000012 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8 9 -9 -10
right_child=1 -3 4 -5 -6 -7 7 8 10 -11 -12
leaf_value=-0.00056490984537663203 0.00086710338749046575 0.00045655108849208099 -0.0006643303822700743 -0.00020994407136378201 -0.00046897738082248447 0.0005869149898162793 -0.00044143214669223167 -2.5261369620910479e-05 0.00023950173279734446 0.00077547085250422466 -0.00049578878155310624
leaf_weight=0.0010214974786879249 0.0010201099463145648 0.0011243908316805719 0.0010016571928157516 0.0011944663606097547 0.0014895379615308775 0.0011145447345399439 0.0013140338352139892 0.0015618693899205173 0.001325033405745581 0.0014063411654293059 0.0014979139628358545
leaf_count=612 143 318 387 155 593 193 268 191 346 255 449
internal_value=0 3.43794e-05 -2.34533e-06 0.000286181 -6.20006e-05 3.73863e-06 -7.64375e-05 6.44088e-06 0.000108065 0.000354126 -0.000150659
internal_weight=0 0.0140499 0.0129255 0.00221458 0.0107109 0.00922139 0.00810685 0.00710519 0.00579116 0.00296821 0.00282295
internal_count=3910 3298 2980 298 2682 2089 1896 1509 1241 446 795
is_linear=0
shrinkage=0.00196078


Tree=4069
num_leaves=10
num_cat=0
split_feature=133 52 16 43 16 160 133 0 15
split_gain=2.15999e-05 3.76189e-05 0.000102575 6.1138e-05 4.94844e-05 7.37309e-05 5.65162e-05 9.07914e-05 9.36563e-05
threshold=0.10599500000000002 -0.27466499999999994 0.22945500000000005 -0.093039999999999984 -0.008069999999999999 -1.0000000180025095e-35 -0.0023199999999999996 -0.18901999999999997 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 -9
right_child=-2 2 -4 4 -6 6 7 8 -10
leaf_value=-0.016855068427471035 -0.014121076708793685 -0.020539892891173556 0.031404345561848256 -0.023699672712531539 0.017390719779141254 -0.015167081944917747 -0.0093693154165314374 0.037156881950764518 -0.0018613984274721944
leaf_weight=0.0010581339283449636 0.0010061344867228804 0.0013073413860283769 0.0011305186683765898 0.0012021152357117298 0.0018023007047993983 0.0012248267588141409 0.0015998793169546555 0.0014901022356965149 0.0010477216451421872
leaf_count=391 557 356 174 580 542 700 129 313 168
internal_value=0 0.00113966 0.00290191 -0.000428825 0.00271354 -0.00131602 0.0037017 0.00928717 0.0210485
internal_weight=0 0.0118629 0.0108048 0.00967429 0.00836695 0.00656465 0.00536253 0.0041377 0.00253782
internal_count=3910 3353 2962 2788 2432 1890 1310 610 481
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=13
num_cat=0
split_feature=48 158 157 12 1 47 16 52 4 0 1 43
split_gain=0.000105785 9.69559e-05 8.6248e-05 9.67465e-05 8.51191e-05 0.000107251 8.68858e-05 9.966e-05 0.000106192 9.19671e-05 0.000105404 7.68716e-05
threshold=0.12738500000000003 0.08413000000000001 -1.0000000180025095e-35 0.10733000000000002 0.10752500000000002 0.084155000000000021 0.20277000000000003 0.090300000000000005 -0.076329999999999995 -0.10071499999999999 0.087075000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 11 10 -10 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00035089381005650762 -0.00062500141424968807 -0.00054952793597857195 9.6445349724501558e-05 -0.00041389845172119008 0.00090093758678855078 0.00013986116740988949 0.0006049772573925897 -0.00040324819765277976 0.00060100932823084388 -0.0005638952924030869 -0.00020142995512625772 0.00083074103335892659
leaf_weight=0.0016271196440258004 0.0010026431666225457 0.0010271846408876515 0.0010657807383031011 0.0011493672492601638 0.0012688351377750659 0.0016217465643193017 0.0010821847140502485 0.0017242284679139623 0.0010611205525723477 0.0010426968822439949 0.0015466930413223397 0.0011285347395659823
leaf_count=651 127 430 527 237 277 88 205 560 81 424 127 176
internal_value=0 3.23719e-05 7.41169e-05 0.000128607 0.000182631 0.000473939 8.52983e-05 1.09973e-05 0.0001332 -7.17102e-05 0.000125083 0.000474093
internal_weight=0 0.0153455 0.0143183 0.0126912 0.0115418 0.00289058 0.00865124 0.00756905 0.00584483 0.00365051 0.00260781 0.00219432
internal_count=3910 3783 3353 2702 2465 365 2100 1895 1335 632 208 703
is_linear=0
shrinkage=0.00196078


Tree=4071
num_leaves=11
num_cat=0
split_feature=484 52 157 3 160 2 0 0 12 3
split_gain=9.82312e-05 6.08539e-05 7.14381e-05 7.46883e-05 9.46115e-05 6.3177e-05 0.000116792 6.70861e-05 6.3717e-05 0.000113597
threshold=-0.0043499999999999988 -0.062489999999999997 -0.073574999999999988 -0.074234999999999982 0.088485000000000008 0.12547000000000003 -0.17106499999999999 -0.10209999999999998 0.091555000000000011 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 -8 9 -9
right_child=1 5 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00060669753346097809 0.00065919876912016962 0.00055335548129370037 0.00045014634270455387 -0.00048953666066287201 0.00029700782075811892 -0.00052417828820436872 -0.00045194743120076456 -0.00018551309594846968 -0.00030832441401312555 0.00050833660164789553
leaf_weight=0.0010055008864385965 0.0010509573241768472 0.0012154662648513059 0.0013392018090445123 0.0012834755596640348 0.0010850384071719073 0.0010241184200574889 0.001641362988907406 0.0018840100311648953 0.0017330328260531849 0.0017497058779576537
leaf_count=612 229 122 367 283 76 220 269 866 621 245
internal_value=0 2.77825e-05 0.000207954 8.00475e-05 -0.000129213 -6.49298e-05 -7.73753e-06 -0.000105052 1.04247e-06 0.000148589
internal_weight=0 0.0140064 0.00475867 0.00370772 0.00236851 0.0092477 0.00822358 0.00700811 0.00536675 0.00363372
internal_count=3910 3298 955 726 359 2343 2123 2001 1732 1111
is_linear=0
shrinkage=0.00196078


Tree=4072
num_leaves=12
num_cat=0
split_feature=11 2 4 52 43 150 3 43 1 3 52
split_gain=7.00153e-05 7.89449e-05 0.000105904 9.32178e-05 0.000108463 0.000103323 0.000108206 7.56048e-05 0.00013061 6.62576e-05 6.15433e-05
threshold=0.08184000000000001 0.10910500000000002 -0.071454999999999991 0.090300000000000005 -0.078844999999999985 0.086420000000000011 -0.089974999999999986 -0.074254999999999988 0.092550000000000007 0.084925000000000014 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 9 -9 -4
right_child=-2 2 10 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00033264962708810157 -0.000492395975549293 0.0008113594617873809 0.00045437424311118397 1.893714099966646e-05 -0.00081261502941363444 -0.00049341495860669518 0.00055371509979543958 8.7727574390577523e-05 -0.00043391663649173915 0.00071843890107557836 -0.00015072445767443156
leaf_weight=0.0015994605910822782 0.0010826329477329711 0.0010124047863271403 0.0010194982132184769 0.0011961462097995453 0.001216270472014773 0.0012254714804933219 0.0019896772790112269 0.0016783364868945159 0.001267894057528942 0.0010354556842689933 0.0017650437348675709
leaf_count=416 224 73 262 237 488 244 593 694 235 81 363
internal_value=0 2.3917e-05 0.000268274 -5.88589e-05 -0.000400307 3.47847e-05 0.000120283 0.000241603 8.5639e-05 0.000328377 7.0819e-05
internal_weight=0 0.0150057 0.00379695 0.0112087 0.00241242 0.0087963 0.00757082 0.00597136 0.00398169 0.00271379 0.00278454
internal_count=3910 3686 698 2988 725 2263 2019 1603 1010 775 625
is_linear=0
shrinkage=0.00196078


Tree=4073
num_leaves=10
num_cat=0
split_feature=16 133 1 13 15 16 2 3 13
split_gain=2.29783e-05 5.77486e-05 0.000101407 5.66643e-05 4.95028e-05 8.15162e-05 6.11486e-05 5.38951e-05 2.04482e-05
threshold=0.10994000000000002 0.083815000000000014 1.0000000180025095e-35 0.11202500000000001 -0.0089749999999999986 -0.063614999999999991 0.089910000000000004 0.11265500000000002 -0.081534999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -4 -8 -2
right_child=3 -3 4 -5 -6 -7 7 -9 -10
leaf_value=-0.024238890176742824 -0.0062885764216080806 0.019236036504449182 -0.011104068339566529 0.011512926898204684 0.017965869635135769 -0.02147289303681333 0.033214380264519942 0.0012027312962310758 -0.025841098685958866
leaf_weight=0.0015409793659602678 0.0010005055548085763 0.0016757643923774176 0.0011527927374074686 0.0010596950941402662 0.0018815559558052067 0.001396059947441488 0.0010747015594180691 0.0010299943819566276 0.0011492728655984842
leaf_count=955 122 1065 204 78 467 247 145 142 485
internal_value=0 0.00234247 -0.00116289 -0.00741244 0.00427843 -0.00125577 0.00740867 0.0175485 -0.0167414
internal_weight=0 0.00975185 0.00807608 0.00320947 0.0065351 0.00465355 0.00325749 0.0021047 0.00214978
internal_count=3910 3225 2160 685 1205 738 491 287 607
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=12
num_cat=0
split_feature=484 457 41 4 12 2 1 2 42 52 4
split_gain=7.55412e-05 7.36467e-05 8.04716e-05 9.0923e-05 8.6165e-05 9.04594e-05 8.66514e-05 6.22908e-05 8.10876e-05 9.50004e-05 0.000183665
threshold=-0.0043499999999999988 -0.0034949999999999994 0.075585000000000013 0.25367000000000006 0.10371500000000002 0.10113500000000002 0.10420500000000001 0.092175000000000021 -1.0000000180025095e-35 -0.068164999999999989 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 -3 -10 -11
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12
leaf_value=-0.00052459943208774194 -0.00047684293370101619 -0.00026942183553408858 -0.0004637370703501622 0.00053249344918789292 -0.00047666168574472849 -0.00058917205926226762 0.00017110011938487583 0.00058017500810728356 0.00063149856719412042 0.00052049939769587439 -0.00048729470270409282
leaf_weight=0.001019593713625421 0.0010335723231387406 0.0015202828896658882 0.0010180951397128117 0.0016895461614396005 0.0011003544299910363 0.0012385341452388478 0.0010780406448986503 0.001405761257621793 0.0016305320929747027 0.001444833562001052 0.0013401099079890376
leaf_count=612 197 541 191 401 299 257 165 278 254 574 141
internal_value=0 2.75602e-05 6.6275e-05 0.000109624 4.32146e-05 0.000102444 -0.000235372 0.000209041 0.000121145 0.00025562 3.55506e-05
internal_weight=0 0.0144997 0.0134661 0.012448 0.0107584 0.00965809 0.00231657 0.00734152 0.00593576 0.00441548 0.00278494
internal_count=3910 3298 3101 2910 2509 2210 422 1788 1510 969 715
is_linear=0
shrinkage=0.00196078


Tree=4075
num_leaves=11
num_cat=0
split_feature=4 0 4 4 4 12 47 3 0 1
split_gain=2.07758e-05 4.20665e-05 4.81445e-05 4.88048e-05 4.68651e-05 4.06175e-05 9.49836e-05 4.73745e-05 5.16667e-05 4.33309e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 -0.0040999999999999986 -1.0000000180025095e-35 0.096175000000000024 -0.078669999999999976 -0.10303999999999998 0.10031000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 9 -9
right_child=1 -3 3 4 5 6 -8 8 -10 -11
leaf_value=-0.013780402410329637 -0.02069181602905942 0.018974147400447176 0.020351027451980835 -0.01776349862216485 -0.015053326395530267 -0.0058789833614914617 -0.020466439432268925 -0.0024157841501727165 0.036577457804912179 0.023605391309312215
leaf_weight=0.0010186334942400956 0.0011003288482439423 0.0011856386322495254 0.0011896684019246486 0.0014328452998550031 0.001156202181607122 0.0011590488474964257 0.0011396688299592957 0.0013569223242070891 0.0010074729588409994 0.0012111402341686076
leaf_count=192 498 223 534 1124 331 380 172 101 249 106
internal_value=0 0.00109774 -0.000873281 0.00138581 -0.00128009 0.00207931 0.00545145 0.0116902 0.0173854 0.00985623
internal_weight=0 0.0119389 0.0107533 0.00965297 0.0084633 0.00703046 0.00587425 0.00473458 0.00357554 0.00256806
internal_count=3910 3718 3495 2997 2463 1339 1008 836 456 207
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=10
num_cat=0
split_feature=52 13 3 13 1 49 3 15 4
split_gain=2.18765e-05 4.92561e-05 9.67168e-05 6.44062e-05 4.39989e-05 3.47284e-05 5.72525e-05 0.000105684 2.7188e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11265500000000002 -0.014114999999999997 0.08844500000000001 -0.07107999999999999 -0.069909999999999986 -0.024209999999999999 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 8 -8 -7
right_child=-2 2 -4 5 -6 6 7 -9 -10
leaf_value=0.0013137834148094732 -0.010396349535956672 -0.014559693070451222 -0.031236074264823312 -0.0091432556320712993 0.027388132326411144 -0.013274007628853658 0.0044757734309878823 0.045933486001420887 0.0097259678793603262
leaf_weight=0.0013690687175919166 0.0017682295045547041 0.001825314761661494 0.0010045560569600376 0.0010789794665096919 0.0012273264501409045 0.0010192192123821963 0.0015722904972516679 0.0010098120278906725 0.0010367344284224233
leaf_count=183 647 1443 107 160 223 420 206 132 389
internal_value=0 0.0015766 -0.0020878 0.00179442 0.0136392 0.0070159 0.0107751 0.0206891 -0.00167605
internal_weight=0 0.0111433 0.00854691 0.00754235 0.0025964 0.00571704 0.00463806 0.0025821 0.00205595
internal_count=3910 3263 2857 2750 406 1307 1147 338 809
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=9
num_cat=0
split_feature=474 160 133 42 12 48 0 0
split_gain=2.10831e-05 4.71028e-05 7.89663e-05 4.03919e-05 7.70452e-05 7.46108e-05 8.96005e-05 7.19242e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.088115000000000013 0.092365000000000017 0.087945000000000009 -0.10575999999999998 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.016400381317704698 0.01372360053976672 -0.019773697962626027 0.028923567066461438 0.035771073609750875 -0.0025953776351283157 -0.015518010867008587 -0.013690279160900133 0.016943494116449895
leaf_weight=0.0017477176083167687 0.0010224166505184091 0.0015019716654441984 0.0014223435516431417 0.0010785198827760359 0.0010169313391722693 0.0018944481411117074 0.0018906042074703321 0.001288968471987636
leaf_count=927 424 843 202 249 333 273 484 175
internal_value=0 -0.00124345 0.00138094 0.00507907 0.0171517 0.00118496 0.00806099 -0.00127164
internal_weight=0 0.0118415 0.0100938 0.00859182 0.00209545 0.00649636 0.00460192 0.00317957
internal_count=3910 3486 2559 1716 582 1134 861 659
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=12
num_cat=0
split_feature=484 42 15 49 43 16 16 1 12 43 3
split_gain=8.06229e-05 6.09885e-05 8.52097e-05 0.000113159 8.19734e-05 9.16746e-05 9.60033e-05 6.05075e-05 8.24565e-05 0.000105042 8.1834e-05
threshold=-0.0043499999999999988 0.10269500000000001 -0.106555 0.082865000000000008 0.12512500000000001 -0.19424999999999998 0.3935300000000001 0.095575000000000007 0.091405000000000014 -0.014114999999999997 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 9 -7 -11
right_child=1 -3 4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00054256773739411797 0.0007277593336887095 -0.00043385309421282303 -0.00052023247369377163 -0.00011291177131835762 0.00048595328297556449 -0.00059257263322706429 -0.00051825920658620634 0.00044039908846359204 0.00046804873700627604 0.00053292035346456414 -0.00015879196066222417
leaf_weight=0.0010221073175891446 0.0015110946124908316 0.0010219356060383019 0.0014873681124291304 0.0010387839394154696 0.0011278406489986731 0.0012947827049902263 0.0011360282329700476 0.0015331870632088584 0.0011332319784332617 0.0010009007877103768 0.0019169974695189065
leaf_count=612 274 402 180 230 157 584 258 292 347 415 159
internal_value=0 2.75988e-05 6.33777e-05 0.000385282 -1.38369e-05 -7.31564e-05 9.80754e-06 9.70135e-05 -1.46811e-06 -0.00012777 7.848e-05
internal_weight=0 0.0142022 0.0131802 0.00254988 0.0106303 0.0095025 0.00801513 0.0068791 0.00534591 0.00421268 0.0029179
internal_count=3910 3298 2896 504 2392 2235 2055 1797 1505 1158 574
is_linear=0
shrinkage=0.00196078


Tree=4079
num_leaves=11
num_cat=0
split_feature=133 160 50 12 47 51 3 43 3 1
split_gain=2.29383e-05 3.70451e-05 5.3816e-05 5.24095e-05 6.90026e-05 5.76421e-05 8.84215e-05 9.41611e-05 5.21141e-05 2.22252e-05
threshold=0.10599500000000002 0.099550000000000013 0.086465000000000014 0.10333000000000002 0.087850000000000025 -0.07742499999999998 0.096385000000000012 -0.06705499999999999 -0.080744999999999997 0.10884000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -6
right_child=-2 -3 -4 -5 9 6 -8 8 -10 -11
leaf_value=-0.012288897527721249 -0.014515318543462314 -0.016552860765605727 -0.01804937463338167 0.025759491716558919 -0.0030541925627701884 0.022537907078568419 0.038619494848096667 0.010053953536892956 -0.019888050924357976 -0.023685280304081176
leaf_weight=0.0011732075400618137 0.0010107404015663431 0.0010716457305005042 0.0010969453951822456 0.0011107055591734047 0.0010693357280124269 0.0018949262904775959 0.0010229489104184647 0.0010018309402513351 0.0013847812345119241 0.0010204342538742788
leaf_count=426 557 278 521 240 179 596 184 531 282 116
internal_value=0 0.00117887 0.00294239 0.00532164 0.00267203 0.0077694 0.0122057 0.00589495 -0.00731926 -0.0131283
internal_weight=0 0.0118468 0.0107751 0.00967817 0.00856746 0.00647769 0.00530449 0.00428154 0.00238661 0.00208977
internal_count=3910 3353 3075 2554 2314 2019 1593 1409 813 295
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=12
num_cat=0
split_feature=41 157 12 13 39 16 16 151 1 4 16
split_gain=5.47614e-05 5.05493e-05 4.77183e-05 5.43064e-05 8.97897e-05 9.5461e-05 0.000124426 7.43989e-05 0.000142976 5.36791e-05 4.57309e-05
threshold=0.075585000000000013 -0.07453499999999999 0.10852500000000001 -0.094679999999999986 0.005105000000000001 0.22945500000000005 -0.055679999999999993 -0.0088999999999999982 0.10113500000000002 -1.0000000180025095e-35 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 7 -5 10 -3 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00038890594233152048 -0.00044049612142896862 0.00062482341343322574 -0.00041408984018207222 -0.00047887682480074852 0.00045163097672498579 0.0004438039622171033 -0.00065634270930880817 -0.00040345109557748515 0.00070714371086796576 -3.5998240953248016e-06 8.2700527070329009e-05
leaf_weight=0.0013507894226271284 0.0010277347521936145 0.0010482916189616907 0.0010327115471304256 0.0011868043051554015 0.0012427850083103148 0.0010240159942906885 0.0017118142813106769 0.0013586458834493169 0.0010372375908546051 0.0010420839411302034 0.0016441802516863251
leaf_count=484 221 152 279 123 320 325 659 303 96 189 759
internal_value=0 2.8811e-05 -1.0643e-05 2.62416e-05 -3.85448e-05 -0.000115049 -0.000197525 -4.72615e-05 7.95293e-05 0.000311545 -0.000137262
internal_weight=0 0.0136794 0.0123286 0.0112959 0.00920548 0.0079627 0.00693868 0.00522687 0.00404006 0.00209038 0.00300283
internal_count=3910 3689 3205 2926 2585 2265 1940 1281 1158 341 1062
is_linear=0
shrinkage=0.00196078


Tree=4081
num_leaves=9
num_cat=0
split_feature=1 52 42 0 484 4 3 4
split_gain=2.45146e-05 7.54457e-05 5.56903e-05 0.000110073 6.03503e-05 4.6802e-05 6.41952e-05 0.000115751
threshold=0.12263000000000002 0.11401500000000002 0.084100000000000022 -0.084304999999999977 0.057010000000000005 0.15927500000000003 0.090325000000000003 -0.043059999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.006260526719873114 0.010832444049685004 -0.024393698104135275 -0.034727783502346163 0.0056968961029112593 0.027209539727666376 0.020225443956002537 0.012694987947054476 -0.033569210828041859
leaf_weight=0.0016397822189420522 0.0017825782027875966 0.0013041488352441089 0.0011337631698345697 0.0016594881945523304 0.0011251110134932359 0.0011263128578312964 0.001752628288557212 0.0013145772389085032
leaf_count=742 394 561 583 655 203 171 140 461
internal_value=0 -0.00180467 0.0012163 -0.0107112 0.00600426 0.00191424 -0.00246736 -0.0114622
internal_weight=0 0.0110558 0.00975166 0.00279325 0.00695841 0.0058333 0.00470699 0.00295436
internal_count=3910 3516 2955 1238 1717 1514 1343 1203
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=13
num_cat=0
split_feature=484 133 40 4 43 0 48 0 16 160 1 1
split_gain=8.32126e-05 8.37791e-05 5.77198e-05 8.98931e-05 8.26569e-05 0.000116078 6.80556e-05 9.96963e-05 9.03738e-05 5.89059e-05 6.00732e-05 5.4242e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.074429999999999982 -0.23071499999999998 -0.24333999999999997 -0.060094999999999989 0.087945000000000009 -0.083424999999999985 -0.094359999999999986 -0.077849999999999989 0.076710000000000014 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 -8 -6 -11 -12
right_child=1 -3 3 4 5 -7 8 -9 -10 10 11 -13
leaf_value=-0.00055713433097576484 0.00051715855382047948 -0.00049977056700633757 -0.0004056782122683248 -0.00042427338599098686 -0.00010380179604042778 0.00075024006633105588 -0.00055484114777352793 -0.00037435238722090714 0.00022873077975744558 7.0472229876760272e-05 0.0008711246104347683 0.00030158890284389322
leaf_weight=0.0010055315762436843 0.0010232237333783296 0.0010735069158434351 0.0015682414240107438 0.0010484469025892106 0.0010795940008398773 0.0011144921452127836 0.0012882044600938322 0.0010114901054720333 0.0010092817933462506 0.0012990717178406864 0.0012922466456653792 0.0012794737572733102
leaf_count=612 286 472 222 95 316 234 123 669 157 421 133 170
internal_value=0 2.67112e-05 7.01407e-05 3.1994e-05 9.78505e-05 0.000156249 7.60977e-05 0.000186588 -0.000210619 0.000301202 0.000414161 0.000587771
internal_weight=0 0.0140873 0.0130138 0.0119905 0.0104223 0.00937385 0.00825936 0.00596188 0.00229749 0.00495039 0.00387079 0.00257172
internal_count=3910 3298 2826 2540 2318 2223 1989 1709 280 1040 724 303
is_linear=0
shrinkage=0.00196078


Tree=4083
num_leaves=11
num_cat=0
split_feature=4 43 13 403 15 52 0 1 0 4
split_gain=2.48751e-05 3.81796e-05 5.85324e-05 3.78967e-05 3.79591e-05 5.72e-05 0.000118527 9.79803e-05 0.00010035 6.24192e-05
threshold=-0.49269499999999994 -0.24333999999999997 0.019675000000000002 0.03138500000000001 0.079360000000000014 0.10898500000000001 -0.06402999999999999 0.11052000000000002 -0.10575999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.015064323575396603 -0.016372273187762951 0.0028247649417221495 0.026060895998339429 0.017130462205378619 -0.018170766484192521 -0.019243697375528893 0.035664352882175968 -0.025282147579524874 -0.015239406315978711 0.03486371047882468
leaf_weight=0.0010171437676677322 0.0011153795183285889 0.0012179989580194364 0.0010034440704252265 0.0012247420103437328 0.0011994479834335795 0.0011678128245699833 0.0010397600303590233 0.0012828998664661936 0.0013425080877230871 0.0012143314057655799
leaf_count=192 199 123 355 350 1005 286 235 258 765 142
internal_value=0 0.00123365 0.00307012 0.0006892 -0.00168964 0.00103127 0.0049144 -0.00140712 0.00670694 0.0188201
internal_weight=0 0.0118083 0.0106929 0.0096895 0.00846476 0.00726531 0.0060975 0.00505774 0.00377484 0.00243233
internal_count=3910 3718 3519 3164 2814 1809 1523 1288 1030 265
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=11
num_cat=0
split_feature=158 156 15 40 47 3 2 2 12 16
split_gain=4.68283e-05 6.73388e-05 7.21266e-05 6.84889e-05 0.000115673 0.000128224 0.000126213 0.000117949 0.000100147 9.16045e-05
threshold=1.0000000180025095e-35 0.088855000000000003 -0.11739999999999999 -0.064864999999999992 0.09550500000000002 0.10420500000000001 0.095195000000000016 0.086650000000000019 0.086865000000000012 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 -9
right_child=-2 -3 3 4 -6 -7 -8 9 -10 -11
leaf_value=-0.00029841388904702098 -0.00039063359195409201 -0.00046312393201839699 -0.00034190484076478562 -0.00042817006363329684 0.00065811127839100129 0.00064147630497593338 -0.00048863911623017286 0.00089381203278247629 0.00030012034608896491 0.00012006533836428171
leaf_weight=0.0018250708470837771 0.0011261951238941284 0.0010082722250064182 0.0011021983618973727 0.0018019403794020687 0.001590497408676019 0.0013265897585342107 0.001700108391357532 0.0010184956265544441 0.0012156415951349849 0.0013926568442857975
leaf_count=418 488 375 191 440 159 127 490 120 542 560
internal_value=0 2.49893e-05 6.29253e-05 0.00012208 0.000172987 8.17335e-05 -2.24278e-05 0.000123575 -0.000134776 0.000446904
internal_weight=0 0.0139815 0.0129732 0.0111481 0.0100459 0.00845543 0.00712884 0.00542873 0.00301758 0.00241115
internal_count=3910 3422 3047 2629 2438 2279 2152 1662 982 680
is_linear=0
shrinkage=0.00196078


Tree=4085
num_leaves=13
num_cat=0
split_feature=484 42 48 47 0 403 52 42 4 12 3 15
split_gain=9.95539e-05 7.3438e-05 9.89892e-05 0.000107697 0.000144343 9.60595e-05 0.000132169 0.000213944 8.46924e-05 0.00013308 7.5025e-05 2.64415e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.11930500000000001 0.09550500000000002 -0.23029999999999998 0.03138500000000001 -0.048794999999999991 0.088345000000000021 -1.0000000180025095e-35 0.084100000000000022 -0.081164999999999987 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 8 9 -8 -6 -5
right_child=1 -3 -4 11 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00057696993897053835 0.00066024987772259677 -0.00046023169142335945 -0.00051110141349121503 0.000757056474865325 0.00064490073598878501 0.00039281587452855263 0.0001730292078229177 0.00043500101002311143 -0.0008362166883688311 -0.00073823631164261663 -2.9377611299021148e-05 0.00031185503629513323
leaf_weight=0.0011009906172516322 0.0012784670134201636 0.0010756504592265579 0.0010395259055814661 0.0010055038535032748 0.0010242884301379404 0.0016367941293556733 0.0012545211421682476 0.001177686896483468 0.001775282410952051 0.0012108382516285755 0.0016668957767688049 0.0010469323616513471
leaf_count=612 84 402 104 83 309 349 164 330 337 634 383 119
internal_value=0 3.36341e-05 7.12651e-05 0.000117558 4.07827e-05 -4.04756e-05 -0.00012793 -0.000304345 -0.000509672 -0.00027453 0.000227259 0.000529963
internal_weight=0 0.0151924 0.0141167 0.0130772 0.0110248 0.00974631 0.00810951 0.00541833 0.00424064 0.00246536 0.00269118 0.00205244
internal_count=3910 3298 2896 2792 2590 2506 2157 1465 1135 798 692 202
is_linear=0
shrinkage=0.00196078


Tree=4086
num_leaves=14
num_cat=0
split_feature=41 158 156 457 16 15 47 0 42 133 43 51 15
split_gain=9.25888e-05 9.32927e-05 9.16147e-05 8.22957e-05 0.000135048 0.000114636 0.000160476 0.000101511 0.000140939 0.000134152 0.000105422 6.46867e-05 5.69197e-05
threshold=0.078535000000000008 1.0000000180025095e-35 0.089770000000000016 -0.0034949999999999994 -0.48509999999999992 -0.11739999999999999 0.09550500000000002 -0.10575999999999998 0.08401500000000002 0.086975000000000011 -0.083094999999999988 0.087505000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 11 9 12 -10 -7 -9
right_child=-2 -3 -4 4 5 6 -8 8 10 -11 -12 -13 -14
leaf_value=-0.00039551851729025613 -0.00059473914330725598 -0.00053059833662022461 -0.00051141491066357305 0.00078859705992217533 -0.00051005257153148337 0.00065695028266407379 0.00073821240273419324 -0.00034934380405671363 0.00064177018177644899 0.00022607543209099044 -0.00018380976913633215 2.5882422455614297e-05 -0.0009607630959286782
leaf_weight=0.0011601778262989885 0.0010082731746776747 0.0011047337000694912 0.0010011594618960775 0.0011560887481148413 0.0011212330760143286 0.0013947354805731015 0.0015177167560254537 0.0013993053223782452 0.0013204763984592468 0.0010824045606411246 0.0010818878985790297 0.0011307918257389693 0.0010064142888517626
leaf_count=274 195 454 351 152 281 123 140 284 119 224 766 60 487
internal_value=0 1.84924e-05 6.06983e-05 0.000103535 0.00015095 8.42672e-05 0.000151349 4.55157e-05 -9.54893e-05 -0.000347195 0.000269976 0.000374393 -0.000605126
internal_weight=0 0.0154771 0.0143724 0.0133712 0.0122111 0.011055 0.00993373 0.00841602 0.00589049 0.00348812 0.00240236 0.00252553 0.00240572
internal_count=3910 3715 3261 2910 2636 2484 2203 2063 1880 995 885 183 771
is_linear=0
shrinkage=0.00196078


Tree=4087
num_leaves=9
num_cat=0
split_feature=1 15 0 15 1 2 4 1
split_gain=2.52769e-05 6.94709e-05 7.40081e-05 4.72193e-05 4.93606e-05 3.91098e-05 4.54261e-05 6.73339e-05
threshold=0.076710000000000014 0.083935000000000023 0.14676000000000003 0.079360000000000014 0.087075000000000014 0.11462500000000002 0.0057500000000000008 0.10688500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 -8
right_child=3 -3 -4 -5 5 -7 7 -9
leaf_value=-0.028934915345428122 0.026278316441493602 0.010567917021875204 0.0034746530237736656 -0.016118912007317146 -0.015768850311645505 0.016253971508699502 0.023074457180219918 -0.0069061228214601991
leaf_weight=0.0016843360762281295 0.0010366962867957626 0.0016034951583163296 0.0012112826408268718 0.0011045824926668316 0.0015668553072001497 0.0015945728224939964 0.0012495036692982409 0.0018706478240261924
leaf_count=1083 163 866 59 496 486 382 132 243
internal_value=0 -0.00613048 -0.0153775 0.00315348 0.00606235 0.00272596 -0.00187642 0.00509998
internal_weight=0 0.00449911 0.00289562 0.00842286 0.00731828 0.00628158 0.00468701 0.00312015
internal_count=3910 2008 1142 1902 1406 1243 861 375
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=9
num_cat=0
split_feature=1 42 43 457 52 4 15 1
split_gain=2.41022e-05 5.58224e-05 4.80861e-05 6.44172e-05 5.29094e-05 8.14907e-05 5.76168e-05 3.82482e-05
threshold=0.12263000000000002 0.092145000000000019 -0.074254999999999988 0.041935000000000007 0.090640000000000012 -0.077679999999999985 -0.10071499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 -1
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.0016365193544949188 0.010654676634944795 -0.019503430134509309 0.014839068938628379 0.016005972578813091 -0.027079547689020836 0.00016877706266852285 -0.028855367460036665 0.025743779480145321
leaf_weight=0.0014673693508391872 0.0018018559917821692 0.0015368433445124988 0.0015969204607278035 0.0013721996116836709 0.0011702257410355346 0.0014444476965698606 0.0012990910515101512 0.0011933842746878831
leaf_count=804 394 704 628 159 319 173 313 416
internal_value=0 -0.0018159 0.00103238 -0.00338099 -0.00820848 -0.00312067 -0.0135744 0.012449
internal_weight=0 0.0110805 0.00954364 0.00688288 0.00551068 0.00434046 0.00274354 0.00266075
internal_count=3910 3516 2812 1592 1433 1114 486 1220
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=11
num_cat=0
split_feature=11 43 1 52 160 16 0 3 0 2
split_gain=2.32016e-05 3.43482e-05 4.53293e-05 7.48918e-05 7.02733e-05 5.89956e-05 9.98603e-05 5.06068e-05 3.31135e-05 2.12821e-05
threshold=0.079700000000000007 -0.16369999999999998 0.10113500000000002 0.090300000000000005 0.087260000000000018 -0.083144999999999983 -0.10131499999999999 0.090325000000000003 -0.086224999999999982 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -4 -3 -9
right_child=-2 2 7 -5 -6 6 -8 9 -10 -11
leaf_value=0.014684461246068729 -0.014592827406249937 0.0056491670099910445 0.02502786944075569 -0.025315859374348965 -0.022785098305009976 0.015552403200740174 -0.027187161181293346 -0.010143875148682919 0.030803040483124405 0.0098887208622581973
leaf_weight=0.0016242849163941491 0.0010127370443955919 0.0010959674278583514 0.0012002344925409756 0.0015059547255627161 0.0010874422258514392 0.0010935650198916115 0.0010931518574867382 0.0011194585605184472 0.0010016861102655635 0.0010077012397694824
leaf_count=246 254 336 469 667 280 87 1065 124 201 181
internal_value=0 0.00117777 -0.000971991 -0.00560761 -8.25287e-05 0.00567975 -0.00581334 0.0086099 0.0176608 -0.000653816
internal_weight=0 0.0118294 0.0102052 0.00687777 0.00537181 0.00428437 0.00218672 0.00332739 0.00209765 0.00212716
internal_count=3910 3656 3410 2636 1969 1689 1152 774 537 305
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=10
num_cat=0
split_feature=150 151 151 4 15 0 43 16 13
split_gain=1.9733e-05 8.79329e-05 8.73363e-05 5.10368e-05 5.1042e-05 5.37072e-05 6.25447e-05 0.000104635 8.08948e-05
threshold=0.082085000000000019 -0.03268999999999999 -0.051109999999999996 0.27608500000000008 -0.10312999999999999 -0.10071499999999999 -0.074254999999999988 0.22945500000000005 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 7 -7 -8
right_child=2 3 -4 -5 5 6 8 -9 -10
leaf_value=-0.029604861864330829 0.029118307647864355 -0.021810543089236037 -0.0092570012746688423 0.021344355871118222 0.016971581512935107 -0.0083072447123320702 0.0072737642773122238 0.033343179284708417 -0.026570827913351292
leaf_weight=0.0010348855544251344 0.0010841940439040567 0.0010836871844197302 0.0013091480846111146 0.0011003847086570083 0.0017048640532574093 0.0015198005372555148 0.0011663431126263703 0.0010000650485085701 0.0017901852301178589
leaf_count=317 321 262 192 313 231 624 105 191 1354
internal_value=0 -0.00194373 0.00812717 0.00111287 -0.00158072 0.00147206 -0.00335312 0.00822266 -0.0132192
internal_weight=0 0.0104002 0.00239334 0.00936533 0.00826495 0.00718126 0.00547639 0.00251987 0.00295653
internal_count=3910 3397 513 3080 2767 2505 2274 815 1459
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=12
num_cat=0
split_feature=11 133 40 160 3 15 12 15 0 16 3
split_gain=4.96747e-05 4.74465e-05 8.68303e-05 5.65933e-05 7.10116e-05 8.41794e-05 0.000115529 0.000124091 4.84792e-05 7.56815e-05 7.05564e-05
threshold=0.081005000000000008 0.10681500000000001 -0.078179999999999986 0.099550000000000013 -0.10315499999999998 0.090325000000000003 0.086935000000000012 -0.047894999999999993 -0.18087499999999998 -0.063614999999999991 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 -6 -10 -11
right_child=-2 -3 3 -5 5 -7 7 -9 9 10 -12
leaf_value=0.00060252524006887301 -0.00042602244464601702 -0.00038188275832001431 0.00042542279416965041 -0.00040313940052021005 -0.00021229836850179771 0.00045656968000932287 -1.2869716339895594e-05 -0.00098426519393061355 0.00054475742076512683 0.00025083309751064117 -0.0004113181339527652
leaf_weight=0.0010167095226653383 0.0010313164743676962 0.0010446871182609703 0.0016422861891303162 0.0011742688216498506 0.0018615864487161534 0.0012403670630118857 0.0010152537199316228 0.0010071832865593275 0.0013640250343951183 0.0014696939815376409 0.0010685222108894887
leaf_count=259 233 537 225 265 160 378 450 405 476 397 125
internal_value=0 1.99809e-05 5.26267e-05 5.41922e-06 5.0387e-05 -1.78462e-05 -9.34216e-05 -0.000496629 4.80577e-05 0.000172262 -2.79151e-05
internal_weight=0 0.0139046 0.0128599 0.0118432 0.0106689 0.00902663 0.00778626 0.00202244 0.00576383 0.00390224 0.00253822
internal_count=3910 3677 3140 2881 2616 2391 2013 855 1158 998 522
is_linear=0
shrinkage=0.00196078


Tree=4092
num_leaves=10
num_cat=0
split_feature=11 48 0 2 2 42 133 3 16
split_gain=2.1452e-05 2.9582e-05 8.69019e-05 5.91725e-05 5.80874e-05 4.60781e-05 6.72927e-05 8.2492e-05 3.45894e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.088669999999999985 -1.0000000180025095e-35 -0.077894999999999978 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 -9
right_child=-2 2 -4 -5 -6 6 7 8 -10
leaf_value=0.014535709286479088 -0.014055036514281558 -0.0067492519773323673 0.024807838071219612 0.016843486147373004 -0.025446601455113595 -0.029322902516291688 -0.020703469579685729 0.025069867345437414 -0.00056049486335297996
leaf_weight=0.0013497977909946767 0.0010089746818198317 0.0017643943634648718 0.0017265754612514192 0.0013727099778549521 0.0012448144276747675 0.001003153195301934 0.0011978796568589216 0.0010457199435756374 0.0010605534457673832
leaf_count=329 254 115 604 421 230 620 833 261 243
internal_value=0 0.00113853 0.00885836 -0.00211838 -0.00588967 -0.00158628 -0.00663849 0.000248584 0.0121644
internal_weight=0 0.0117656 0.00349097 0.00827463 0.00690192 0.0056571 0.00430731 0.00330415 0.00210627
internal_count=3910 3656 719 2937 2516 2286 1957 1337 504
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=12
num_cat=0
split_feature=484 42 50 15 12 1 3 2 51 4 48
split_gain=8.13753e-05 6.25232e-05 8.52524e-05 7.14876e-05 0.000165002 9.88401e-05 0.000118847 0.000104875 0.000190271 9.27574e-05 9.09536e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.087830000000000019 0.024640000000000006 0.086865000000000012 1.0000000180025095e-35 0.11265500000000002 0.086650000000000019 -1.0000000180025095e-35 -0.41745999999999994 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 9 7 8 -7 -2 -9
right_child=1 -3 -4 4 -6 6 -8 10 -10 -11 -12
leaf_value=-0.00053885531264697849 0.00027518144632649979 -0.00043406740831918023 0.00061392916642262875 -0.00081275265120890118 0.00016484662222688266 0.00075517150159562149 -0.00021907989030260313 0.0011385923526003351 -0.00027321404123457026 -0.00046308956848003434 0.00032073015905000166
leaf_weight=0.0010318074842052037 0.0010120002487140779 0.0010293170397973573 0.0010140710120498586 0.0011720862868695942 0.0015306157616280791 0.0011613312735376854 0.0016677518864678734 0.0010209656011824341 0.0017104912694830597 0.0018511338709449503 0.0010713695346759589
leaf_count=612 40 402 368 359 562 130 218 272 280 572 95
internal_value=0 3.13954e-05 6.7659e-05 2.22443e-05 -0.000259111 0.00010233 0.000233777 0.000385918 0.000142653 -0.000202141 0.00071981
internal_weight=0 0.0142411 0.0132118 0.0121977 0.0027027 0.00949504 0.00663191 0.00496416 0.00287182 0.00286313 0.00209234
internal_count=3910 3298 2896 2528 921 1607 995 777 410 612 367
is_linear=0
shrinkage=0.00196078


Tree=4094
num_leaves=12
num_cat=0
split_feature=484 42 3 0 15 3 43 3 2 42 15
split_gain=8.02619e-05 5.87945e-05 7.50529e-05 7.66689e-05 7.6526e-05 0.000134202 0.000107433 0.000135776 0.00013526 6.41965e-05 2.51777e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.10315499999999998 -0.052874999999999998 0.088190000000000004 -0.078669999999999976 -0.051469999999999995 0.084925000000000014 0.093070000000000014 0.078965000000000021 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 5 -4 -7 -8 -9 -3 -10
right_child=1 2 3 -5 -6 6 7 8 10 -11 -12
leaf_value=-0.00067685795643408579 -0.00056909000546620438 0.00055945171931652538 -0.00072364450809681523 -0.00053223961596895184 0.00029580176367789885 0.00050508960192302706 -0.00072381028848984906 0.00049246602849852385 -7.3501825045542017e-05 -6.78493919697896e-05 -0.00051101054891113378
leaf_weight=0.0010382971859157633 0.0010047838098699675 0.0011847635242473809 0.0013454873283951585 0.0016893668869026558 0.0017130621937046222 0.0011337569769706108 0.0012408346111248986 0.0014359554867006165 0.0010014803547185708 0.001332817412194905 0.001021563048042701
leaf_count=612 204 246 849 350 638 305 274 85 99 141 107
internal_value=0 -0.000111988 -7.69252e-05 -0.000149321 -7.6572e-05 -0.000165427 -3.66774e-05 -0.00016737 3.22403e-05 0.000227356 -0.000294428
internal_weight=0 0.0141039 0.0130991 0.0105815 0.00889214 0.00717908 0.00583359 0.00469983 0.003459 0.00251758 0.00202304
internal_count=3910 3298 3094 2707 2357 1719 870 565 291 387 206
is_linear=0
shrinkage=0.00196078


Tree=4095
num_leaves=12
num_cat=0
split_feature=484 42 42 3 3 43 16 16 4 3 42
split_gain=9.30625e-05 6.0008e-05 7.65143e-05 7.14919e-05 9.30044e-05 0.000100834 6.74753e-05 9.90201e-05 8.79022e-05 8.26543e-05 4.42976e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.088669999999999985 -0.11266 -0.078884999999999997 -0.074254999999999988 0.23932500000000004 -0.19424999999999998 -1.0000000180025095e-35 0.094625000000000015 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 -5 -6 7 -7 -9 -10 -4
right_child=1 2 3 4 5 6 -8 8 9 -11 -12
leaf_value=-0.00057864959862669594 -0.00042568635399546179 0.00057704457022061159 0.00064406095742498045 -0.00043379625320008798 0.00053007086584515816 -0.00038236488741867771 -0.00052365866402686364 0.00050509474408321647 -0.00045405324346617463 0.00028400380352703848 9.9376884450302742e-05
leaf_weight=0.0010298501986746424 0.0010268944831634428 0.0010396781659700411 0.0010014394831328243 0.0019419084572968376 0.0013645565657914183 0.0016345156630388031 0.0010024456802361359 0.0018566529877685899 0.0011103686635493704 0.001229148024588326 0.0013450963342901464
leaf_count=612 204 239 184 1128 374 236 172 396 163 70 132
internal_value=0 3.1277e-05 6.59702e-05 2.34148e-05 -4.79605e-05 4.34382e-05 -5.37409e-05 2.70501e-05 0.000186528 -6.62888e-05 0.000331834
internal_weight=0 0.0145527 0.0135258 0.0124861 0.0101396 0.00819769 0.00683313 0.00583069 0.00419617 0.00233952 0.00234654
internal_count=3910 3298 3094 2855 2539 1411 1037 865 629 233 316
is_linear=0
shrinkage=0.00196078


Tree=4096
num_leaves=13
num_cat=0
split_feature=484 42 50 15 1 51 15 15 16 2 49 52
split_gain=9.31862e-05 6.26384e-05 6.48668e-05 7.99132e-05 0.000190977 8.67879e-05 5.99944e-05 8.39706e-05 8.14058e-05 9.39189e-05 7.6963e-05 0.000116794
threshold=-0.0043499999999999988 0.10269500000000001 0.088160000000000002 0.024640000000000006 1.0000000180025095e-35 -0.09021499999999999 -0.106555 -0.19153499999999998 -0.097709999999999977 0.086650000000000019 -0.047894999999999993 0.096170000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -8 -10 -11 -12
right_child=1 -3 -4 4 -6 6 8 -9 9 10 11 -13
leaf_value=-0.00057520258801410987 0.00052837847639409217 -0.00043373026820597854 0.00053667255332378054 0.00010777866713247697 -0.00095235072337652321 -0.00011725580662430972 -0.00057338922354310872 0.0006320955529997758 -0.00038029198788273996 0.0006665094597697981 -0.00038697413816710053 0.00049155320785806826
leaf_weight=0.0010463183723099121 0.001604575731519218 0.0010394486826982895 0.0010383755628386232 0.0018832834213968362 0.0010003358016554154 0.001041833242035058 0.0010404565902194943 0.0012828855127167411 0.0014784685274260826 0.0010065066489352648 0.0012616314946468942 0.0010796813161438054
leaf_count=612 320 402 365 721 203 277 166 162 220 150 280 32
internal_value=0 3.03449e-05 6.5509e-05 2.6924e-05 -0.000259983 0.00011138 2.96964e-05 0.00029627 -7.59345e-05 3.13074e-05 0.000213078 1.81531e-05
internal_weight=0 0.0147575 0.013718 0.0126797 0.00288362 0.00979604 0.00819146 0.00232472 0.00586674 0.00482629 0.00334782 0.00234131
internal_count=3910 3298 2896 2531 924 1607 1287 439 848 682 462 312
is_linear=0
shrinkage=0.00196078


Tree=4097
num_leaves=10
num_cat=0
split_feature=0 16 403 4 4 150 1 0 4
split_gain=2.1857e-05 5.11842e-05 3.93604e-05 4.45992e-05 5.79637e-05 0.000102645 9.9935e-05 4.02053e-05 3.46355e-05
threshold=0.15480500000000005 0.26538000000000006 0.03138500000000001 -0.065054999999999988 -1.0000000180025095e-35 0.085075000000000026 0.11198000000000001 -0.10209999999999998 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 7 -6 -1
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.0018089968475681333 0.013716400301479154 -0.019477369763090356 0.016148424359532478 0.01982595869626563 -0.036177864046557331 0.019659461638798975 0.0086753438710890675 -0.010116837415120523 -0.027689322155977317
leaf_weight=0.0010636981842463682 0.0010369928249776899 0.0013867412259377333 0.001468347106978663 0.0014882705070050099 0.0012539868242305457 0.0015175480591141394 0.0015643892225922821 0.001121309559912703 0.0010063290507791225
leaf_count=153 74 460 427 834 192 209 306 309 946
internal_value=0 -0.00142249 0.000965693 -0.0015071 0.00233266 -0.00243803 -0.0109499 -0.0238752 -0.0143905
internal_weight=0 0.0118706 0.0104839 0.00901553 0.0069455 0.00545723 0.00393969 0.0023753 0.00207003
internal_count=3910 3836 3376 2949 1850 1016 807 501 1099
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=13
num_cat=0
split_feature=484 133 40 4 48 43 16 16 12 12 0 15
split_gain=9.27948e-05 6.05587e-05 6.86831e-05 8.80422e-05 8.57734e-05 0.000101325 9.77348e-05 8.87132e-05 8.3996e-05 6.85041e-05 7.28987e-05 7.79222e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.074429999999999982 -0.23071499999999998 0.087945000000000009 -0.0037249999999999996 -0.094359999999999986 -0.17157499999999998 0.085845000000000019 0.086765000000000023 -0.22851499999999997 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -6 -5 -9 10 -7 -12
right_child=1 -3 3 4 6 9 -8 8 -10 -11 11 -13
leaf_value=-0.00058495951619670595 0.00055004816403328959 -0.00043131259115727726 -0.00041447852582650351 0.00038743472294504197 -0.00059406812104996964 0.00062904153302324013 0.00018994693827137325 8.9051316421570015e-05 -0.00069742815449610009 0.00071285951778907056 0.00040279444058226305 -0.00032694919635034244
leaf_weight=0.0010207035539264017 0.0010279440737988874 0.00102524284258895 0.0015475535964301563 0.0010074710002301529 0.0013273170096478621 0.0010708515076501834 0.0011332260394563897 0.0010018914022814727 0.00109018596748153 0.0014924811720942385 0.0010403863022724795 0.0012249505686121164
leaf_count=612 286 472 222 117 131 81 181 342 725 390 146 205
internal_value=0 2.74387e-05 6.37178e-05 2.18355e-05 8.68307e-05 0.000186086 -0.000232983 -9.05865e-05 -0.000320785 0.000363683 0.000207475 8.19534e-06
internal_weight=0 0.0139895 0.0129643 0.0119363 0.0103888 0.00792822 0.00246054 0.00309955 0.00209208 0.00482867 0.00333619 0.00226534
internal_count=3910 3298 2826 2540 2318 2006 312 1184 1067 822 432 351
is_linear=0
shrinkage=0.00196078


Tree=4099
num_leaves=12
num_cat=0
split_feature=484 133 13 15 16 15 52 0 52 0 2
split_gain=7.02482e-05 4.94319e-05 7.03415e-05 6.71847e-05 9.20568e-05 8.97382e-05 9.52401e-05 6.5475e-05 0.000113972 6.22687e-05 4.65838e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.094679999999999986 -0.106555 -0.19424999999999998 0.085285000000000014 0.0033900000000000002 -0.053834999999999994 -0.068164999999999989 -0.10131499999999999 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 6 7 8 10 -2 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00065394331816864652 -5.6665011701107226e-05 -0.00053177592103538583 0.00020704499260608986 -0.0006703275725323532 0.00051078396393776219 -0.000673919842217231 0.0003840701049917072 -0.00061922814757084681 -0.00055362021993534652 0.00053906609504544877 -6.6162305842787126e-05
leaf_weight=0.0010088347470303101 0.0016192394035686663 0.0010266917315936959 0.0015969630562909778 0.0015087514639733476 0.0010373807408827907 0.001013371828254157 0.0015000769658327093 0.0010357120274856815 0.0011465952962405892 0.0011562760985113607 0.0011178304835258947
leaf_count=612 236 472 362 148 138 616 405 249 239 182 251
internal_value=0 -0.000117897 -8.45225e-05 -0.000161471 -0.000231869 -0.000135309 -4.18094e-05 -0.000189095 -5.41701e-05 0.000191516 0.000211543
internal_weight=0 0.0137589 0.0127322 0.00995668 0.00835972 0.00685097 0.0058376 0.00433752 0.00330181 0.00277552 0.00215521
internal_count=3910 3298 2826 2408 2046 1898 1282 877 628 418 389
is_linear=0
shrinkage=0.00196078


Tree=4100
num_leaves=14
num_cat=0
split_feature=484 42 156 457 133 160 12 3 2 4 52 12 2
split_gain=0.000116905 6.3393e-05 8.02824e-05 7.25332e-05 7.85778e-05 7.91589e-05 0.000110495 0.000130754 0.000135281 9.0279e-05 9.89391e-05 6.9197e-05 8.37621e-05
threshold=-0.0043499999999999988 -0.11145999999999999 0.090135000000000007 -0.0034949999999999994 0.10681500000000001 0.098455000000000015 -0.0089849999999999982 0.11476000000000001 0.10393500000000001 0.074650000000000008 0.089525000000000007 0.086935000000000012 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 11 12 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00062676907330687793 -0.00042721297959620743 -0.00037907238450968287 -0.00045679382417300289 -0.0003050601466265906 -0.00035985545730698266 -0.00030068207524987077 -0.00017456989780451811 0.0008947007235491453 -0.00037608059998538916 0.00079566028685202175 0.0007470370425460513 -0.00033397714306785455 0.00055350294891612275
leaf_weight=0.0011115516631647953 0.0010728355769820475 0.0010720782137845801 0.0010400926550058363 0.0011758217550614973 0.0010457780266478712 0.0010803685470955294 0.0010428431868912409 0.0013555417379288934 0.0011805012231391795 0.0013538558143774563 0.001063457619787129 0.0011367355814447498 0.0014553286161238098
leaf_count=612 204 178 328 373 427 113 90 112 264 99 360 461 289
internal_value=0 3.21469e-05 6.73422e-05 0.000109399 0.000153442 0.000202941 0.000258665 0.000335845 0.000231106 0.000349539 0.000220987 6.70818e-05 0.000249574
internal_weight=0 0.0150752 0.0140024 0.0129623 0.0118902 0.0108445 0.00976409 0.00858826 0.00723272 0.00605222 0.00469837 0.00363491 0.00249817
internal_count=3910 3298 3094 2766 2588 2161 2048 1675 1563 1299 1200 840 379
is_linear=0
shrinkage=0.00196078


Tree=4101
num_leaves=10
num_cat=0
split_feature=12 159 15 13 4 15 150 48 3
split_gain=1.95326e-05 3.03037e-05 4.62405e-05 4.56138e-05 7.44931e-05 7.14231e-05 6.40496e-05 7.63684e-05 9.03169e-05
threshold=0.10852500000000001 0.090705000000000022 -0.11739999999999999 -0.094679999999999986 0.10910000000000002 0.05377500000000001 0.086420000000000011 0.016865000000000002 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.014117275120737464 -0.013323181172800697 -0.015060750747189426 0.020560441462374339 -0.013585246047518493 -0.023021069854736773 -0.012334788538247946 -0.0087022935305282236 0.040661872996500634 0.023141655875919591
leaf_weight=0.0014623797424585918 0.0010636744942555581 0.0010915958098402486 0.0015688492152888013 0.0010780451929168341 0.0010415444187490608 0.0016558433013787281 0.0011938236299887219 0.0010609554848725437 0.0017671738786380837
leaf_count=413 319 440 275 561 144 1143 193 216 206
internal_value=0 0.000819656 0.00242051 0.0050026 0.00187233 0.00571014 0.0115689 0.0177642 0.00922594
internal_weight=0 0.0119202 0.0108286 0.00936624 0.00779739 0.00675584 0.0051 0.00390617 0.00284522
internal_count=3910 3591 3151 2738 2463 2319 1176 983 767
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=9
num_cat=0
split_feature=4 2 2 133 42 12 160 52
split_gain=2.30173e-05 6.20663e-05 5.79791e-05 5.56748e-05 6.17406e-05 0.000142901 6.35558e-05 5.7004e-05
threshold=0.15927500000000003 0.10836000000000003 0.10910500000000002 0.090085000000000012 0.085195000000000007 0.084100000000000022 -0.025614999999999995 -0.069134999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.022096676851568589 0.020966558105621109 -0.0069817282846638328 0.013325228740635083 -0.027606351547353514 0.012491834360003213 -0.038319313354779033 -0.024952948120448709 0.0045589750588759864
leaf_weight=0.0010228539858927986 0.0016000407813905985 0.0015784845286006899 0.001831336311350404 0.0010722317705369614 0.0018526791823519021 0.0012399096143548248 0.0010830844412989061 0.0016540093704865942
leaf_count=187 289 321 462 580 802 884 212 173
internal_value=0 0.00708719 -0.00271117 -0.00641702 -0.00310148 -0.00887953 0.000828765 -0.00711907
internal_weight=0 0.00317853 0.0097561 0.00792477 0.00685254 0.00499986 0.00375995 0.00273709
internal_count=3910 610 3300 2838 2258 1456 572 385
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=12
num_cat=0
split_feature=484 133 133 12 15 12 151 2 51 4 48
split_gain=9.80753e-05 7.00266e-05 7.01555e-05 9.46866e-05 0.000123087 0.000178551 0.000116699 0.00011639 0.000129041 0.000110435 0.000101202
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 -0.036459999999999992 0.024640000000000006 0.086865000000000012 -0.044604999999999992 0.086650000000000019 -0.066709999999999978 -0.23071499999999998 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 8 -8 -9 -11
right_child=1 -3 -4 4 5 -7 7 9 -10 10 -12
leaf_value=-0.00059548680898758514 -0.00055877212034819552 -0.00045745927129610484 0.00041799524891134298 -0.00029703595889321138 -0.00092465731443008988 0.00010950341912473986 0.00056536929520055218 2.0852940757828219e-05 -0.00031747159606233615 0.0011215844386863046 0.00031478828950749825
leaf_weight=0.0010475118203823507 0.0010337665477254841 0.0010673811191708365 0.0018579041781096135 0.0015329486835987107 0.0010605464605129965 0.0016259074040288592 0.001001396613386385 0.0010802599823324195 0.0017470369025928108 0.0013874419354281842 0.0010502108551009859
leaf_count=612 282 472 523 247 323 597 95 159 206 259 135
internal_value=0 2.58577e-05 6.44215e-05 7.39596e-06 6.32132e-05 -0.000298758 0.000187894 0.000306523 4.19304e-06 0.000542724 0.000773993
internal_weight=0 0.0144448 0.0133774 0.0115195 0.0104857 0.00268645 0.00779929 0.00626635 0.00274843 0.00351791 0.00243765
internal_count=3910 3298 2826 2303 2021 920 1101 854 301 553 394
is_linear=0
shrinkage=0.00196078


Tree=4104
num_leaves=10
num_cat=0
split_feature=4 12 3 2 2 16 16 16 4
split_gain=2.26732e-05 3.04716e-05 4.32194e-05 7.00688e-05 4.73533e-05 8.98547e-05 6.90355e-05 6.23311e-05 2.57056e-05
threshold=0.27608500000000008 -0.036459999999999992 0.10666500000000002 0.095195000000000016 0.086545000000000025 -0.090809999999999988 -0.089864999999999987 -0.029944999999999996 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8 -4
right_child=-2 2 8 -5 5 -7 7 -9 -10
leaf_value=-0.016970005929336385 0.0108114745238054 -0.02496635614371712 0.0017621550187090402 -0.020152041804001458 0.034054570573046131 -0.0044535135777235314 0.019810784425313737 -0.011641544359798162 0.024230037253549136
leaf_weight=0.00119474257387277 0.0016115607068777323 0.0012074167017845101 0.0010240072178699933 0.0019013464580679975 0.0010864734304403111 0.0013700668121941462 0.0012625397632819572 0.0012578111797051554 0.0010129205848087375
leaf_count=300 441 298 76 722 210 715 539 520 89
internal_value=0 -0.00186627 -8.36182e-05 -0.00336324 0.00179843 0.0125778 -0.00530499 0.00411412 0.012935
internal_weight=0 0.0113173 0.0101226 0.00808565 0.00618431 0.00245654 0.00372777 0.00252035 0.00203693
internal_count=3910 3469 3169 3004 2282 925 1357 1059 165
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=9
num_cat=0
split_feature=0 16 0 12 2 51 49 1
split_gain=2.49347e-05 4.31702e-05 3.85542e-05 3.83145e-05 4.70858e-05 5.50627e-05 5.90447e-05 6.01782e-05
threshold=0.15480500000000005 0.26538000000000006 -0.061994999999999995 0.091555000000000011 0.081110000000000015 0.08955500000000001 1.0000000180025095e-35 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.014347284035240649 0.014626498895461543 -0.018202633676806499 0.014801137980754678 -0.01624532270451352 0.0042891318669039235 -0.013887578449385415 -0.010515855686656427 0.030586884777247525
leaf_weight=0.0015589022592575634 0.0010351551265947072 0.0013770732243688745 0.0016226477742700704 0.0015501355973664083 0.0018728616685860866 0.0011914213960351056 0.0010515957040704948 0.0016253183869616504
leaf_count=460 74 460 399 821 889 203 370 234
internal_value=0 -0.00155746 0.000631207 -0.00196678 0.00106519 0.00525012 0.0102616 0.0165075
internal_weight=0 0.01185 0.0104729 0.00885024 0.0073001 0.0057412 0.00454978 0.00349818
internal_count=3910 3836 3376 2977 2156 1696 1493 1123
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=9
num_cat=0
split_feature=457 16 15 15 52 1 4 2
split_gain=2.31664e-05 6.00558e-05 5.03484e-05 6.98758e-05 3.31391e-05 7.77996e-05 6.63623e-05 6.95349e-05
threshold=-0.0034949999999999994 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 -0.068164999999999989 0.089075000000000015 -0.0031049999999999997 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6
right_child=1 2 3 4 6 -7 -8 -9
leaf_value=-0.014811102213476294 0.020348922518250129 -0.021987899591722405 0.024965751134783824 0.020089993491928287 0.013154507075502017 -0.0104371560093732 -0.028247986750950485 -0.014046276216588001
leaf_weight=0.0010045827084201311 0.0014135167755793552 0.001086739256341329 0.001057119031300663 0.0017296277476944455 0.0017990304221160583 0.0016137611013597435 0.0011781525370494492 0.0019677673886626858
leaf_count=316 311 368 123 471 1055 382 364 520
internal_value=0 0.00100546 -0.00161549 0.000753523 -0.00233457 0.00535538 -0.00753392 -0.00105513
internal_weight=0 0.0118457 0.0104322 0.00934546 0.00828834 0.00334339 0.00494495 0.0037668
internal_count=3910 3594 3283 2915 2792 853 1939 1575
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=10
num_cat=0
split_feature=0 4 43 1 4 12 12 15 1
split_gain=2.25404e-05 3.90214e-05 4.12431e-05 7.10262e-05 5.00824e-05 5.80158e-05 5.15175e-05 6.20356e-05 4.75073e-05
threshold=0.15480500000000005 -0.23071499999999998 -0.24333999999999997 0.12200500000000002 -0.082054999999999975 0.092365000000000017 0.088055000000000008 -0.021529999999999997 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.019368016055094084 0.013968438311789283 -0.018522546017097703 0.017208738654057316 0.025655747178529115 -0.0086406327560413273 -0.023545637897088575 0.018761898436830553 -0.02335532799556261 0.014902511304675757
leaf_weight=0.0011017149217926016 0.0010311729910171775 0.0010397356732981195 0.0013143416722129478 0.0011593533857906608 0.0018220222077818893 0.0012558380480800612 0.0011852867312437078 0.0012796287869700339 0.0016184241929449198
leaf_count=256 74 196 562 349 425 804 490 470 284
internal_value=0 -0.00145008 0.00039921 0.00244112 -0.000734361 -0.00402757 0.000123149 -0.00455734 0.00243432
internal_weight=0 0.0117763 0.0106746 0.0096349 0.00847554 0.0071612 0.00590536 0.00472008 0.00344045
internal_count=3910 3836 3580 3384 3035 2473 1669 1179 709
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=12
num_cat=0
split_feature=49 151 150 42 151 2 3 52 16 43 1
split_gain=5.26737e-05 8.42881e-05 0.000104141 7.25239e-05 6.86873e-05 9.45702e-05 0.000213991 9.53341e-05 8.06836e-05 5.67129e-05 5.64618e-05
threshold=-0.14750499999999997 0.056555000000000001 0.090145000000000017 -0.088669999999999985 -0.083919999999999981 0.086650000000000019 -0.078884999999999997 0.11588000000000002 -0.090809999999999988 -0.062599999999999989 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -7 -10 -8
right_child=1 -3 -4 4 5 7 10 -9 9 -11 -12
leaf_value=0.00040938143245171837 0.0003186270123156996 -0.00057555866747621524 0.00058257023475727864 -0.0005717043042677407 -0.0010396169847356716 0.00060979579037012536 -0.00026665984696065686 -0.00042650485493405754 0.00041004784886696855 -0.00016626986758415076 0.00034931537759826196
leaf_weight=0.0010640063719762572 0.0017151407688006668 0.0010565203009597476 0.0010822639036592386 0.0011362457932214938 0.0010723986011922583 0.0014457229278892277 0.0012246339937780272 0.0010503396069464488 0.0010254560848878484 0.0018244367060905647 0.0010737563144947876
leaf_count=143 455 136 241 278 725 286 188 325 306 555 272
internal_value=0 -4.35042e-05 9.31308e-07 -5.34843e-05 -0.000118259 -5.91513e-05 -0.000316355 0.000103023 0.000232501 4.11023e-05 2.11099e-05
internal_weight=0 0.0137069 0.0126504 0.0115681 0.00985299 0.00871674 0.00337079 0.00534596 0.00429562 0.00284989 0.00229839
internal_count=3910 3767 3631 3390 2935 2657 1185 1472 1147 861 460
is_linear=0
shrinkage=0.00196078


Tree=4109
num_leaves=12
num_cat=0
split_feature=484 48 4 0 47 15 48 159 1 4 13
split_gain=9.13593e-05 6.24516e-05 0.00011233 9.11939e-05 5.5448e-05 8.33173e-05 0.000101945 7.55728e-05 7.51401e-05 7.84269e-05 8.59468e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.23029999999999998 0.09550500000000002 -0.0063699999999999989 0.082070000000000018 0.073745000000000019 0.088495000000000018 -0.078484999999999985 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 10 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00057052542238604758 0.00057524798133840266 -0.00042463106567090651 0.00061812465941953705 -0.00080688277925750908 0.00028584224481211027 -0.00046043989990482523 -5.0188959261206507e-05 0.00050139196774996232 -0.00048401849187772211 0.00043067197428095407 0.00024741610560775277
leaf_weight=0.0010393307304703741 0.0010009748483685863 0.0010666369588192707 0.0012902640127647339 0.0012337745415764529 0.001666393825327476 0.0014618349489028465 0.0015376199546855741 0.0010479379056791017 0.001303165782601097 0.0014108722144863875 0.0012015164315279797
leaf_count=612 53 137 368 585 190 558 366 167 409 322 143
internal_value=0 3.16821e-05 6.86828e-05 8.92891e-06 -4.32542e-05 -0.000102885 -0.000387055 1.96849e-05 -7.41895e-05 5.68969e-05 -0.000141105
internal_weight=0 0.014221 0.0131544 0.0118641 0.0108631 0.00919672 0.00277139 0.00642533 0.00537739 0.00407422 0.00266335
internal_count=3910 3298 3161 2793 2740 2550 951 1599 1432 1023 701
is_linear=0
shrinkage=0.00196078


Tree=4110
num_leaves=14
num_cat=0
split_feature=484 457 4 12 47 0 13 43 42 4 4 1 43
split_gain=7.6437e-05 5.80557e-05 8.24995e-05 9.66313e-05 0.000104079 9.04605e-05 0.000131825 0.00012896 0.000126875 0.000123234 0.000160563 5.47843e-05 1.83548e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.036459999999999992 0.09550500000000002 -0.23029999999999998 -0.09547499999999999 -0.083094999999999988 0.084685000000000024 -0.0021099999999999995 -0.08266999999999998 0.11198000000000001 0.079060000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 12 8 -8 10 -9 -4 -7
right_child=1 2 11 4 -6 6 7 9 -10 -11 -12 -13 -14
leaf_value=-0.0005159569087000652 -0.00041805044544165236 -0.00054097659042889889 8.0820388962839316e-05 0.00051076649646745098 0.00056359876437932742 0.00013965655622693804 -0.00042153704405395757 -0.00078323463894151022 0.00046769588252683244 -0.0010255895758089003 0.00024000925601819759 0.00069710757209485487 0.00050459496327429044
leaf_weight=0.0010824136796156467 0.0010634408558869548 0.0011783476635504548 0.0010590400673250813 0.0010780269070842551 0.001331018465370413 0.0010340838292192314 0.0010625789464181251 0.0010989037177576825 0.0014707138221717875 0.0011111349720722211 0.0012720954209047683 0.0011641781479678913 0.001086704757412859
leaf_count=612 197 250 148 37 165 134 344 433 145 265 792 318 70
internal_value=0 2.35598e-05 5.72324e-05 -8.43926e-06 5.10675e-05 -2.29688e-05 -9.36874e-05 -0.000241882 9.47109e-05 -0.000486757 -0.000234241 0.000403536 0.000326653
internal_weight=0 0.0150103 0.0139468 0.0117236 0.0105453 0.00921424 0.00813622 0.00601543 0.00253329 0.00348213 0.002371 0.00222322 0.00212079
internal_count=3910 3298 3101 2635 2385 2220 2183 1979 489 1490 1225 466 204
is_linear=0
shrinkage=0.00196078


Tree=4111
num_leaves=10
num_cat=0
split_feature=43 4 0 12 2 457 3 2 3
split_gain=2.0196e-05 4.37467e-05 5.3599e-05 5.73203e-05 4.92285e-05 3.96478e-05 0.000130013 7.67692e-05 8.54369e-07
threshold=-0.17307499999999998 -0.34687499999999999 -0.06402999999999999 0.091735000000000025 0.11542500000000001 0.041935000000000007 0.090325000000000003 0.087995000000000004 -0.068734999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.0096636759183058151 -0.017507652762559677 -0.01164822664496794 0.018501222445013208 -0.023478365495473535 0.020809385612015622 0.010816709959831769 -0.037385213059697324 0.021953039280908554 -0.0075361137922652175
leaf_weight=0.0017857369769885808 0.0015279981336649732 0.0010152618145602044 0.0014393112354623505 0.0011166461682557772 0.0010565039750060658 0.0016073294355516531 0.0010945458371148797 0.0012465272445975465 0.0010058238421645493
leaf_count=275 277 974 420 773 215 232 112 502 130
internal_value=0 -0.00179382 0.000712009 -0.00243245 0.00091239 -0.00260906 -0.00755607 0.00243574 -0.00960177
internal_weight=0 0.0111099 0.00958195 0.00814264 0.00702599 0.00596949 0.00436216 0.00326761 0.00202109
internal_count=3910 3635 3358 2938 2165 1950 1718 1606 1104
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=12
num_cat=0
split_feature=41 133 13 39 4 3 52 2 2 4 15
split_gain=5.41258e-05 4.96189e-05 9.03657e-05 7.5173e-05 0.000110539 0.000118405 8.6404e-05 9.55775e-05 7.49462e-05 5.59145e-05 1.4658e-05
threshold=0.075585000000000013 0.10599500000000002 -0.094679999999999986 0.005105000000000001 -0.034289999999999994 -0.083144999999999983 -0.081429999999999989 0.11230000000000001 0.089710000000000012 -0.029114999999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 -6 8 10 -1 -8
right_child=-2 -3 3 -5 6 -7 7 -9 -10 -11 -12
leaf_value=0.00070308274144653769 -0.00044550548259131984 -0.00039558855409590229 -5.5890850942276192e-05 0.00042234776500349924 0.00049882845354702414 -0.00086000551007446981 2.1545469793878236e-05 -0.00056202857529195091 0.00042415950292429467 9.8329880425531715e-05 -0.00030682733959072259
leaf_weight=0.0011739002611892927 0.0010338608709307218 0.0010218442822736472 0.0016121223853110499 0.0012595152127478993 0.0013450574595656349 0.0012498657226108015 0.0010081630631093902 0.0011295403597356068 0.0015125202219635138 0.0011772971715336812 0.0010852229517193978
leaf_count=122 221 537 631 338 362 561 112 144 262 244 376
internal_value=0 1.99083e-05 5.37302e-05 -2.61347e-05 -8.93018e-05 -0.000407058 6.02605e-05 -6.43105e-05 9.15984e-05 0.000400269 -0.000148685
internal_weight=0 0.013575 0.0125532 0.010202 0.00894249 0.00286199 0.0060805 0.00473545 0.00360591 0.0023512 0.00209339
internal_count=3910 3689 3152 2786 2448 1192 1256 894 750 366 488
is_linear=0
shrinkage=0.00196078


Tree=4113
num_leaves=11
num_cat=0
split_feature=0 160 2 1 4 0 16 133 151 2
split_gain=2.04128e-05 3.38989e-05 4.26078e-05 0.000116389 7.51146e-05 6.66481e-05 6.04062e-05 3.6281e-05 3.24602e-05 2.16634e-05
threshold=0.15480500000000005 0.099550000000000013 0.10796500000000002 0.11198000000000001 0.15927500000000003 -0.070894999999999986 0.25185000000000007 -0.0056849999999999991 -0.0074049999999999993 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 -1 -9 -10
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11
leaf_value=-0.024229799490090263 0.013244085752363922 -0.018486541822781123 -0.032371344699456329 0.0087734452437751836 0.024140762880431321 0.029984091727994502 -0.0035609671506538799 0.011453331057764804 -0.00076415598349326456 -0.020462116801575257
leaf_weight=0.0010229229962045033 0.0010387974961854679 0.001054716819430662 0.0012883271194920401 0.0014742502273223683 0.0015026562701768373 0.0011098445681835276 0.0010397037328947686 0.0010908296370111354 0.0012514405345248215 0.0010080566516607811
leaf_count=758 74 305 375 352 254 251 178 307 374 682
internal_value=0 -0.00137577 0.000297099 -0.0104144 0.00398429 -0.000659153 0.0137589 -0.00774592 -0.00271306 -0.00955224
internal_weight=0 0.0118427 0.010788 0.00276258 0.00802545 0.0065228 0.00214955 0.00437325 0.00335033 0.0022595
internal_count=3910 3836 3531 727 2804 2550 429 2121 1363 1056
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=10
num_cat=0
split_feature=15 16 2 4 150 42 47 4 4
split_gain=1.9337e-05 3.06844e-05 5.07459e-05 8.1922e-05 7.59898e-05 5.65616e-05 6.13514e-05 9.13224e-05 2.75099e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.10910500000000002 -0.08422499999999998 0.086420000000000011 -0.089024999999999979 0.086425000000000016 -0.060264999999999992 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 7 -7 -3
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.012943967852010933 -0.013344902353635458 -0.0076413928668679857 0.016138158410952154 0.029482053396659543 -0.021031397823894904 -0.011811030735160386 -0.015459358750123256 0.025706940322877597 -0.03018352455023058
leaf_weight=0.0010326008810805877 0.0018003115549199466 0.0010589361045001749 0.0017813517612303422 0.0010312501789968218 0.0010452059173205004 0.0010455546403223231 0.0012209648343936784 0.0017096359864758942 0.0011076665579517388
leaf_count=317 323 193 459 180 200 709 291 745 493
internal_value=0 -0.00132668 0.000836857 -0.0024794 0.00349375 0.00861294 0.00320035 0.0114694 -0.019166
internal_weight=0 0.0118009 0.0100006 0.00821921 0.00605261 0.00500741 0.00397616 0.00275519 0.0021666
internal_count=3910 3593 3270 2811 2125 1925 1745 1454 686
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=9
num_cat=0
split_feature=150 4 1 1 1 15 52 52
split_gain=2.24941e-05 9.81197e-05 5.03957e-05 7.42739e-05 7.25465e-05 4.722e-05 5.25605e-05 8.90637e-05
threshold=-1.0000000180025095e-35 0.25367000000000006 0.11215000000000001 0.095575000000000007 0.088495000000000018 0.090325000000000003 -0.068164999999999989 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.014274219778090742 0.011656746797043607 0.02147533989030018 -0.018130430855885716 0.023298876969131063 -0.025710978458984981 0.020658660849461309 -0.030921120793852189 0.004030965528031883
leaf_weight=0.0010376216641048179 0.0015654437444230541 0.0019653516521936113 0.0017989840109256952 0.0012027449613262959 0.0012233948722982675 0.0010174720408763511 0.0012778196001185826 0.0016975781306103725
leaf_count=169 499 486 270 376 375 432 913 390
internal_value=0 0.00108582 -0.00301015 0.000396619 -0.00366513 0.0011872 -0.00317579 -0.0109796
internal_weight=0 0.0117488 0.00978344 0.00798445 0.00678171 0.00555831 0.00454084 0.0029754
internal_count=3910 3741 3255 2985 2609 2234 1802 1303
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=11
num_cat=0
split_feature=11 16 2 133 13 43 0 0 42 16
split_gain=2.01611e-05 3.20219e-05 3.85364e-05 8.97967e-05 6.42719e-05 6.07504e-05 5.50259e-05 5.00606e-05 3.70673e-05 7.13309e-06
threshold=0.077330000000000024 -0.41862999999999995 0.106285 0.089845000000000022 -0.094679999999999986 -0.074254999999999988 -0.13506999999999997 -0.10131499999999999 0.085195000000000007 -0.085924999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -4 9 -6 -7
right_child=-2 2 6 -5 5 7 -8 -9 -10 -11
leaf_value=-0.012463564492444444 -0.012648685543570098 0.027101268443447686 -0.0033138709610354132 -0.027878513879547789 -0.0006243686920752924 -0.0052418319120488338 0.0270814718270544 -0.024739558658465857 0.024635190514136176 0.0066844803892598496
leaf_weight=0.0015091056160193928 0.0011711963073123303 0.0010137837006509911 0.0010389517845284073 0.0010249008968431627 0.0011544736272702232 0.0010020855576312881 0.0013957189571782479 0.0012547394396602296 0.0011694263731520035 0.001003889411646368
leaf_count=394 279 154 105 569 486 74 476 919 367 87
internal_value=0 0.00111979 0.00315785 -0.000340227 0.00393718 -0.000267836 0.0141108 -0.00907285 0.0120867 0.000726687
internal_weight=0 0.0115671 0.010058 0.0076233 0.0065984 0.00558461 0.00243467 0.00326071 0.0023239 0.00200597
internal_count=3910 3631 3237 2656 2087 1933 581 1080 853 161
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=10
num_cat=0
split_feature=12 403 42 160 43 1 2 2 2
split_gain=2.06141e-05 3.24883e-05 7.28259e-05 9.26522e-05 9.53114e-05 7.85465e-05 5.07267e-05 5.38196e-05 2.47611e-05
threshold=0.10852500000000001 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.090540000000000023 0.086650000000000019 0.10869000000000002 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 -4 -6 -8 -5
right_child=-2 -3 3 4 6 -7 7 -9 -10
leaf_value=-0.026440147932551603 -0.013708759306287031 0.014755242342858577 -0.036305205934932604 0.035488226964892261 -0.016066973263209643 0.0016842406285061291 0.019475093412729433 -0.0061808468014209368 0.014403927887773628
leaf_weight=0.0010108247999578946 0.0010276909234395804 0.001509145650704165 0.0010241200827682596 0.0010706502855372044 0.0014578965330708828 0.0011615309095646801 0.0015994810730416611 0.0016727347209059022 0.0011609884210448812
leaf_count=732 319 417 647 316 367 284 323 271 234
internal_value=0 0.0010647 -0.000969218 0.00184542 0.00748453 -0.0161163 -0.000552388 0.00635995 0.0245193
internal_weight=0 0.0116674 0.0101582 0.0091474 0.00696175 0.00218565 0.00473011 0.00327222 0.00223164
internal_count=3910 3591 3174 2442 1511 931 961 594 550
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=12
num_cat=0
split_feature=484 42 47 474 52 403 42 0 13 12 3
split_gain=9.27144e-05 6.30064e-05 7.12346e-05 8.02361e-05 7.65884e-05 7.78606e-05 9.02421e-05 0.000125527 9.38712e-05 8.94343e-05 5.8987e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.09550500000000002 0.084655000000000022 -0.081429999999999989 0.03138500000000001 0.088345000000000021 -0.21145499999999998 -0.10241499999999999 1.0000000180025095e-35 0.099570000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 -10 -4
right_child=1 -3 10 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00056858157508341586 0.00029235616682085348 -0.00043025488167798266 0.00065886733084413566 0.00052657035596681741 0.00015407762778986726 0.00031379970544058135 0.00026002338295982738 -0.00010620028482832555 -0.0004386869516556237 -0.0012055644264255263 3.0013381424610004e-05
leaf_weight=0.0010428245651352532 0.0019857602392385027 0.0010248422713037683 0.001316541319768885 0.0010280186319351478 0.0014210140974380641 0.0012150509019544491 0.0011817314686737249 0.0012947138574837332 0.0013896937759532834 0.0010093061320186484 0.0010160734922929349
leaf_count=612 526 402 202 277 93 282 322 120 192 815 67
internal_value=0 3.7632e-05 7.4925e-05 6.21904e-06 -5.01057e-05 -0.00014064 -0.000228334 -0.000341167 -0.000531693 -0.000761327 0.000384942
internal_weight=0 0.0138827 0.0128579 0.0105253 0.00949727 0.00751151 0.00629646 0.00511473 0.00369371 0.002399 0.00233261
internal_count=3910 3298 2896 2627 2350 1824 1542 1220 1127 1007 269
is_linear=0
shrinkage=0.00196078


Tree=4119
num_leaves=10
num_cat=0
split_feature=133 52 13 3 13 15 1 48 15
split_gain=1.78311e-05 3.67942e-05 6.71205e-05 8.14565e-05 8.12933e-05 5.9833e-05 0.000138588 5.79327e-05 3.47842e-05
threshold=-0.085714999999999986 0.11401500000000002 -0.083514999999999992 0.11265500000000002 -0.014114999999999997 0.035895000000000003 0.10285500000000002 0.084905000000000022 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 7 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.010179919228227485 0.0025926087943054853 -0.015565015656820298 -0.02378066346874777 -0.030401689801830795 0.011977625614936415 -0.013914397796039969 0.043835124185731766 -0.017380819702505847 0.026440178203627221
leaf_weight=0.0014837733708139905 0.0011641016971145719 0.0015923523026411561 0.0011436771645618902 0.0010075690926495406 0.0017216904320305152 0.0011800358498795173 0.0010000495611337261 0.001102573377931757 0.0012887850045362806
leaf_count=604 529 577 700 106 283 455 254 135 267
internal_value=0 -0.001486 0.000847221 -0.00404624 0.000273021 0.00577017 0.0118441 0.000516288 0.0151225
internal_weight=0 0.0112008 0.00960848 0.0071556 0.00614803 0.00500435 0.00382431 0.00282426 0.00245289
internal_count=3910 3306 2729 1933 1827 1127 672 418 796
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=14
num_cat=0
split_feature=484 49 151 42 1 0 16 16 2 0 52 4 4
split_gain=7.35932e-05 6.69905e-05 0.000113349 9.8495e-05 0.000145508 0.000107851 8.7231e-05 9.88927e-05 4.64164e-05 9.12162e-05 8.25045e-05 4.41975e-05 2.8294e-05
threshold=-0.0043499999999999988 -0.14917999999999998 0.056555000000000001 0.10138000000000001 0.076710000000000014 -0.076734999999999984 -0.27337499999999998 -0.09601999999999998 0.081110000000000015 -0.066689999999999985 -0.074484999999999982 -0.0031049999999999997 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 11 -6 -8 9 -9 -10 -3 -7
right_child=1 2 -4 -5 6 12 7 8 10 -11 -12 -13 -14
leaf_value=-0.00063853716598652943 0.00036470702931523809 -0.00093613769655629666 -0.00075585433463735475 -0.00067767607970577312 -0.0003173774148942389 0.00020812017079033267 0.00074680804738759066 -0.0004011027733612892 -7.2231148652808453e-05 0.00035812743404281121 0.00068798953610610771 -0.00036273886755764913 -0.00023785500043801061
leaf_weight=0.0010849839490018618 0.0010631306697881015 0.0010369901583341978 0.0010799217279715253 0.0010197577548748124 0.0013691411270213318 0.0010411221180095329 0.0011535187538237908 0.0014274408447638126 0.0010813118416426117 0.0010603123053453578 0.0011146152079410184 0.001030331140357388 0.0011522316100558471
leaf_count=612 111 817 141 399 255 44 116 386 251 117 144 271 246
internal_value=0 -0.000109273 -0.000146416 -9.37087e-05 -4.17767e-05 -0.000329031 0.000128059 0.000232538 0.000105882 -7.75091e-05 0.000313644 -0.000650362 -2.61634e-05
internal_weight=0 0.0146298 0.0135667 0.0124868 0.011467 0.00426068 0.00720634 0.0058372 0.00468368 0.00248775 0.00219593 0.00206732 0.00219335
internal_count=3910 3298 3187 3046 2647 1378 1269 1014 898 503 395 1088 290
is_linear=0
shrinkage=0.00196078


Tree=4121
num_leaves=10
num_cat=0
split_feature=12 12 12 16 0 150 16 151 2
split_gain=2.06273e-05 2.86967e-05 5.9746e-05 4.45241e-05 8.30355e-05 5.56308e-05 4.85011e-05 4.65442e-05 5.64834e-05
threshold=0.10852500000000001 0.097345000000000015 0.091555000000000011 0.032820000000000009 -0.084304999999999977 0.090145000000000017 0.22945500000000005 -0.051109999999999996 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 -1 -9
right_child=-2 -3 -4 6 -6 -7 -8 8 -10
leaf_value=-0.023913281216422638 -0.013800156976309206 0.014573967914552175 -0.022803653604671584 -0.025956515340634197 0.024569633545387597 0.019250094523750677 0.0044793449792894261 -0.012161763206106291 0.014647248153809082
leaf_weight=0.0010653657845622814 0.0010303764021478415 0.0013669009082027247 0.0011061253307137189 0.0010660822653907553 0.0017385551957877117 0.0011176918435092109 0.0010288844167293284 0.0016966916088132519 0.0014639834709646818
leaf_count=221 319 366 589 238 729 201 235 749 263
internal_value=0 0.000961173 -0.000848285 0.00179797 0.00558626 -0.000589878 -0.0110088 -0.0058371 0.000255821
internal_weight=0 0.0116503 0.0102834 0.00917725 0.00708229 0.00534373 0.00209497 0.00422604 0.00316068
internal_count=3910 3591 3225 2636 2163 1434 473 1233 1012
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=13
num_cat=0
split_feature=484 133 40 156 42 160 15 2 2 1 13 16
split_gain=8.41032e-05 6.99363e-05 7.46739e-05 7.61172e-05 8.59442e-05 8.96538e-05 8.92455e-05 6.4878e-05 9.18411e-05 0.000166835 0.000107363 8.94421e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.090135000000000007 -0.089744999999999978 0.099550000000000013 -0.11739999999999999 0.095195000000000016 0.081110000000000015 0.095575000000000007 -1.0000000180025095e-35 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 9 -8 -10 -9
right_child=1 -3 3 -5 5 -7 7 11 10 -11 -12 -13
leaf_value=-0.00055272606455211812 0.00057231253144228965 -0.00046426660631750555 -0.00041523573786171679 -0.0004989455372516815 -0.00024571739348628376 -0.00042058990805996058 -0.00039773331388532425 -0.0004454529752749148 0.00022118071285338561 0.00065348388112406808 0.00096155712132852051 0.00031056180585469536
leaf_weight=0.0010534489776692591 0.0010059872666451893 0.0010618866911360101 0.0012925878380230975 0.0010105840756853375 0.001567827606996002 0.0010579225870967985 0.0012359808772707957 0.0010077003749156522 0.0014195322511104682 0.0010944053464968339 0.0016037978129496296 0.0014930978826178227
leaf_count=612 248 472 312 311 315 108 258 123 603 136 102 310
internal_value=0 2.06116e-05 5.79508e-05 1.74733e-05 6.18028e-05 0.000120639 0.000181407 0.000266664 0.000388459 9.59435e-05 0.000613931 5.92453e-06
internal_weight=0 0.0148513 0.0137894 0.0127834 0.0117729 0.0104803 0.00942234 0.00785451 0.00535372 0.00233039 0.00302333 0.0025008
internal_count=3910 3298 2826 2578 2267 1955 1847 1532 1099 394 705 433
is_linear=0
shrinkage=0.00196078


Tree=4123
num_leaves=11
num_cat=0
split_feature=484 3 151 4 12 52 2 12 13 4
split_gain=4.9525e-05 4.99443e-05 4.98852e-05 0.000107995 8.9526e-05 8.25762e-05 7.97328e-05 7.91504e-05 7.9547e-05 7.31572e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.044604999999999992 0.27020000000000005 -0.023959999999999995 -0.068164999999999989 0.106035 0.086865000000000012 -0.080649999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 9 7 -7 -9 -6
right_child=1 2 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00041417829736953326 0.00041817413569526817 -0.00030658381010837554 -0.00055643750636258078 0.00062833966126724756 2.1216132270486476e-05 -0.00029779093000423408 -0.00057529991558734285 0.00064489262840695157 -4.054978982651791e-05 0.00068844140857301486
leaf_weight=0.0010775162352170626 0.0011249417232692968 0.0018880791557168647 0.0010889053936711064 0.0010746768986202851 0.0013406554084119454 0.001786921139116182 0.0010594094517170759 0.0010851548855122068 0.0016267801739466251 0.0011948787206065518
leaf_count=627 225 457 180 316 331 434 160 269 790 121
internal_value=0 2.29235e-05 -1.36855e-05 4.02283e-05 -2.85999e-05 4.24131e-05 -9.1353e-05 2.26088e-05 0.000233723 0.000335648
internal_weight=0 0.0132704 0.0121455 0.0102574 0.00918271 0.0080938 0.00555827 0.00449886 0.00271194 0.00253553
internal_count=3910 3283 3058 2601 2285 2105 1653 1493 1059 452
is_linear=0
shrinkage=0.00196078


Tree=4124
num_leaves=14
num_cat=0
split_feature=484 1429 49 151 49 151 16 0 403 16 13 1 3
split_gain=0.000116217 0.000104714 8.76754e-05 0.000127403 0.000123295 0.000100551 7.72901e-05 0.000107119 5.11696e-05 6.46609e-05 8.34036e-05 6.20827e-05 2.64821e-05
threshold=-0.0043499999999999988 0.059810000000000009 -0.14917999999999998 0.056555000000000001 -0.047309999999999998 -0.03268999999999999 -0.50388999999999984 -0.10462499999999998 0.088015000000000024 -0.022939999999999999 0.11202500000000001 0.090355000000000005 -0.01223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 9 11 12 -9 -11
right_child=1 -3 3 -5 5 6 7 8 -10 10 -12 -13 -14
leaf_value=-0.00061999201005033186 0.00053775393771289407 0.00063605827411228994 0.00055634147991889609 -0.00069670684707269688 -0.00058079006230326333 0.00051975905247817931 -0.00047160443279294588 5.9487939849295613e-05 -0.00031210706129890833 -4.295942973574694e-05 0.00044073814226811648 0.00073018151626542266 -0.00045757530430055404
leaf_weight=0.0011117950691083853 0.0010522499384848514 0.0010438289810252776 0.0013908745948017836 0.0010770427088669142 0.0012759886491588721 0.0010044364444304231 0.0018595067003761663 0.0010228365250030485 0.0011717647364589863 0.0013260533452194899 0.0010225335712884254 0.0011026305705457225 0.001070321019618627
leaf_count=612 105 273 240 121 203 128 221 807 261 467 51 307 114
internal_value=0 3.64096e-05 -7.12961e-06 -5.01613e-05 6.69836e-06 -6.37216e-05 5.14763e-06 -5.51271e-05 6.01836e-05 0.000138865 -2.80936e-05 0.000407424 -0.000228144
internal_weight=0 0.0154201 0.0143762 0.013324 0.0122469 0.0108561 0.00958008 0.00857565 0.00671614 0.00554438 0.00341891 0.00212547 0.00239637
internal_count=3910 3298 3025 2920 2799 2559 2356 2228 2007 1746 632 1114 581
is_linear=0
shrinkage=0.00196078


Tree=4125
num_leaves=9
num_cat=0
split_feature=474 160 133 151 13 4 4 16
split_gain=2.2886e-05 4.87029e-05 8.93699e-05 3.89095e-05 6.82157e-05 9.21199e-05 7.94463e-05 9.85085e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 0.17936000000000002 0.074650000000000008 -0.0021099999999999995 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.016948988087865501 0.014057703844688624 -0.021400466433573226 -0.0088906569582221859 0.035166636490318134 -0.014998662802564101 0.033956536551673876 -0.012175690974661747 -0.0028468890256623802
leaf_weight=0.0017359287430705516 0.0010303569708120285 0.0014901664405823798 0.0016041186126267192 0.0013310818166202996 0.0010563842751560313 0.0015031156102397634 0.0016354528401101832 0.0013973548778593273
leaf_count=927 424 843 333 497 129 279 206 272
internal_value=0 -0.00148543 0.0011942 0.00514258 0.00839402 0.012606 0.00525192 0.0156982
internal_weight=0 0.0117536 0.0100177 0.00852751 0.00692339 0.00586701 0.00436389 0.00272844
internal_count=3910 3486 2559 1716 1383 1254 975 769
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=10
num_cat=0
split_feature=11 0 43 52 16 42 15 1 160
split_gain=2.0382e-05 2.86261e-05 5.48535e-05 5.154e-05 4.08563e-05 3.94024e-05 6.40015e-05 0.000100046 8.24492e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.049504999999999987 -0.092854999999999979 -0.30307999999999996 -1.0000000180025095e-35 -0.0089749999999999986 0.11183500000000002 0.031805000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 8 -7
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.018277715370213315 -0.013777235133290964 0.028060380889983794 -0.0035880030654451608 -0.012130347858921094 -0.011427321505268442 -0.0068083355927387595 0.023762814313839323 -0.025074208849032682 0.031373379476046008
leaf_weight=0.0015208173176720916 0.0010182764333771998 0.0010313870066780998 0.0011676455418447029 0.0016653455717515224 0.001132645436067314 0.001118666943169107 0.0019019928486634957 0.0010322105769823699 0.0011438356436138091
leaf_count=566 254 162 170 399 776 476 813 157 137
internal_value=0 0.000972703 0.0112557 -0.00140369 0.00180623 0.00547315 0.00915668 0.000724757 0.0124949
internal_weight=0 0.0117145 0.00219903 0.00951551 0.0079947 0.00632935 0.00519671 0.00329471 0.0022625
internal_count=3910 3656 332 3324 2758 2359 1583 770 613
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=10
num_cat=0
split_feature=1 4 13 150 16 16 51 0 13
split_gain=2.23139e-05 4.32697e-05 3.94286e-05 3.70775e-05 4.05684e-05 4.06007e-05 6.78268e-05 4.82064e-05 3.65454e-05
threshold=0.085835000000000009 -0.082054999999999975 -0.080814999999999984 0.077110000000000012 -0.30307999999999996 -0.055679999999999993 -0.088439999999999977 -0.10209999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -2 7 -7 -6 -1
right_child=3 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.008536661798971501 -0.017661657156007284 -0.027731485052705215 -0.0030028140406581278 0.015958118330827688 -0.0017858308060356252 0.012149681286059101 -0.020630240400162467 0.028725537941609394 0.015216010290506505
leaf_weight=0.0012366537647874923 0.0011212291624323181 0.0011915813592775009 0.0014050792115849239 0.0017694322207307371 0.0010056297494929964 0.0012099330387528372 0.0013197409982044113 0.0010675099739463332 0.0013602259340882478
leaf_count=425 250 733 842 349 94 252 414 351 200
internal_value=0 -0.00522249 -0.0143506 0.00330643 -0.00060449 0.00355058 -0.00495173 0.0139252 0.00390481
internal_weight=0 0.00519354 0.00259666 0.00749348 0.00572404 0.00460281 0.00252967 0.00207314 0.00259688
internal_count=3910 2200 1575 1710 1361 1111 666 445 625
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=10
num_cat=0
split_feature=4 16 2 4 150 42 0 43 2
split_gain=2.60619e-05 2.88969e-05 3.21758e-05 7.2069e-05 6.97721e-05 5.56726e-05 5.31236e-05 8.91995e-05 2.62157e-05
threshold=0.27608500000000008 -0.38486499999999996 0.11043500000000002 -0.08422499999999998 0.086420000000000011 -0.089024999999999979 -0.10131499999999999 -0.074254999999999988 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -7 -8 -3
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.017002542823025178 0.01186201397405897 -0.0075268830638726691 0.011997816884870087 0.028347897265356106 -0.02069907158925495 0.014951689357613998 0.011739887467973694 -0.029042005072849743 -0.029737970658643684
leaf_weight=0.0011341208253380338 0.0015766450038481343 0.0010611129557176026 0.0017871368236583264 0.0010344474229812021 0.0010471263965672042 0.001800438685109553 0.0010891172012653535 0.0010566715446550892 0.0010644941545372225
leaf_count=182 441 529 441 185 205 188 644 929 166
internal_value=0 -0.00187963 -0.000154248 -0.00281785 0.00276514 0.00769821 0.00228518 -0.00834274 -0.0186501
internal_weight=0 0.0110747 0.00994055 0.00815341 0.0060278 0.00498067 0.00394623 0.00214579 0.00212561
internal_count=3910 3469 3287 2846 2151 1946 1761 1573 695
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=10
num_cat=0
split_feature=4 42 133 15 52 16 15 0 4
split_gain=2.11538e-05 2.51152e-05 3.87652e-05 6.64964e-05 5.27734e-05 8.48194e-05 6.99523e-05 4.36868e-05 3.66127e-05
threshold=0.27608500000000008 0.092145000000000019 0.065880000000000008 0.085285000000000014 -0.088354999999999989 -0.010344999999999998 -0.074174999999999977 -0.14867499999999997 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -4
right_child=-2 -3 8 -5 5 -7 -8 -9 -10
leaf_value=-0.016401668063059916 0.010690911361490266 -0.013044835612486566 0.025940176981542613 -0.02666576112121798 -0.0051166785243191119 0.027518879181092321 -0.023115943893671099 0.021900896141648103 -0.00035222065127790692
leaf_weight=0.0013947936568828112 0.0015745373296746643 0.001657991807011123 0.0010128625900637867 0.0010331319008719374 0.0013132143780344185 0.0012997203520116662 0.0011122496106982516 0.0010996492841766508 0.0011101065412818627
leaf_count=375 441 700 191 575 84 254 316 278 696
internal_value=0 -0.00169947 0.000306835 -0.00317204 0.000730464 0.00568313 -0.00236778 0.00719643 0.0121918
internal_weight=0 0.0110337 0.00937573 0.00725276 0.00621963 0.00482483 0.00352511 0.00241286 0.00212297
internal_count=3910 3469 2769 1882 1307 932 678 362 887
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=12
num_cat=0
split_feature=484 474 2 52 2 2 13 3 2 16 16
split_gain=8.33764e-05 7.43894e-05 6.45108e-05 9.02201e-05 8.85055e-05 8.07802e-05 0.000106684 9.12026e-05 7.36134e-05 5.96569e-05 1.1768e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086545000000000025 -0.081429999999999989 0.079395000000000007 0.096750000000000017 -0.089899999999999994 -0.076734999999999984 0.11578500000000001 -0.055679999999999993 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 7 -7 -5 -8 10 -2
right_child=1 -3 3 5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00069045343184054515 0.00018422187538401764 0.00036570438444689658 0.00036941032023348592 -0.00027799875404208491 -0.00080321612711333531 8.5611082091606249e-05 -0.00082847855381366832 0.00048895050570406308 -0.00014945458157659492 -0.00047856638553197167 -0.00011392665214429911
leaf_weight=0.0010488578071076908 0.0010082462514747689 0.0011272815323826292 0.0015668610401192206 0.0011150640974640852 0.0011925030517077606 0.0015536734029284191 0.001579473734990586 0.0012808928435671055 0.0010040150648455255 0.0015313021003287423 0.001027840630205864
leaf_count=612 185 318 445 481 485 170 272 137 217 307 281
internal_value=0 -0.000117269 -0.000159606 -5.3146e-05 -0.000340769 -0.000154489 -0.000320414 0.000132017 -0.000564591 -0.000186183 3.3713e-05
internal_weight=0 0.0139872 0.0128599 0.00809998 0.00475989 0.00653312 0.00413716 0.00239596 0.00258349 0.00356739 0.00203609
internal_count=3910 3298 2980 1722 1258 1277 659 618 489 773 466
is_linear=0
shrinkage=0.00196078


Tree=4131
num_leaves=9
num_cat=0
split_feature=133 42 4 1 15 0 12 0
split_gain=2.25419e-05 4.54232e-05 3.99981e-05 9.24185e-05 6.76509e-05 6.04956e-05 4.85057e-05 7.59092e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.034289999999999994 0.079945000000000016 -0.07142999999999998 -0.099024999999999988 0.085325000000000012 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -4
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.011297543490065513 -0.017808385046781904 0.0060313655234436638 -0.0095101268112222272 -0.028178940697791005 0.036949729785061211 0.0036080055635226531 -0.020386506733346903 0.022105755955202314
leaf_weight=0.0014845301143253152 0.001532420087368965 0.0018849754551708352 0.0017443838858009462 0.0013589867807952843 0.0010471538448209099 0.0011329685992103155 0.0010775637838472745 0.0013449515491787644
leaf_count=604 752 498 122 549 171 442 351 421
internal_value=0 -0.00182155 0.000732779 -0.00830029 0.00534958 0.0196227 -0.0021181 0.00425394
internal_weight=0 0.0111234 0.00959098 0.00324396 0.00634702 0.00218012 0.0041669 0.00308934
internal_count=3910 3306 2554 1047 1507 613 894 543
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=10
num_cat=0
split_feature=157 2 150 1 15 2 15 16 43
split_gain=2.05956e-05 3.55364e-05 5.76919e-05 5.31292e-05 4.73527e-05 6.03533e-05 3.83518e-05 3.82501e-05 2.86749e-05
threshold=-0.07453499999999999 0.086545000000000025 0.085075000000000026 0.095575000000000007 -0.038029999999999987 0.095195000000000016 -0.14487999999999998 0.15737500000000001 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 -3 -7 -5
right_child=1 2 -4 8 5 7 -8 -9 -10
leaf_value=0.012050462280348222 -0.021110742153902792 -0.0012216746565160972 0.019172261180110707 -0.0097367033682388294 0.021572912921656071 0.0081243488728978581 -0.027918701578026645 -0.018686272819302654 0.013412942905815399
leaf_weight=0.0012283145085297585 0.0019271951918781488 0.0011405197109739273 0.0016306426373553845 0.0010757052447994382 0.0013502513527816821 0.0010506705996551832 0.0010187354270713338 0.0010782131186180197 0.0010646450535921792
leaf_count=502 1013 278 238 204 472 262 548 143 250
internal_value=0 -0.00158189 0.00260627 -0.00906648 -0.00218467 0.0050349 -0.0138173 -0.00545439 0.00177831
internal_weight=0 0.0113366 0.00726903 0.00406755 0.00563839 0.00347914 0.00215926 0.00212888 0.00214035
internal_count=3910 3408 1941 1467 1703 877 826 405 454
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=10
num_cat=0
split_feature=160 11 151 13 43 15 0 3 0
split_gain=1.88002e-05 3.28823e-05 4.91844e-05 4.35489e-05 7.74521e-05 5.24811e-05 8.17346e-05 0.000110002 6.70717e-05
threshold=-0.087874999999999995 0.077330000000000024 -0.0088999999999999982 0.17936000000000002 -0.074254999999999988 -0.10469999999999999 -0.10071499999999999 -0.078669999999999976 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 -7
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=0.011609553782520059 -0.014644240513150102 -0.018466243432753583 0.02363190424108351 -0.015470580404723641 -0.02027925036608727 0.0015153900429168872 0.017507820065160221 -0.025298622176219122 0.038074237606639798
leaf_weight=0.0012123117380034914 0.001830143401435236 0.0010368696899211221 0.0018889635656886838 0.001064599523784667 0.0010225539039879095 0.0010026056865796162 0.0010332112217530179 0.0014328257880555483 0.0010047056462022053
leaf_count=663 540 249 669 131 277 64 713 508 96
internal_value=0 -0.00149352 0.000218456 0.0034377 0.00616351 0.00015955 0.00483162 -0.00736373 0.0198139
internal_weight=0 0.0113165 0.0102796 0.00844947 0.00738487 0.0054959 0.00447335 0.00246604 0.00200731
internal_count=3910 3247 2998 2458 2327 1658 1381 1221 160
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=9
num_cat=0
split_feature=4 151 16 133 2 4 1 16
split_gain=2.13644e-05 3.10108e-05 4.60349e-05 5.93222e-05 5.25242e-05 7.88438e-05 0.00010852 4.6346e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.036599999999999987 0.11085000000000002 -0.08422499999999998 0.092550000000000007 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -7 -3
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.0096472406194987662 0.010726516034774923 -0.0051094106197108477 0.021920627625248875 -0.027866248044115749 0.014417207752432513 0.020795230782350325 -0.021374750957464234 -0.031943945044528771
leaf_weight=0.0019535020089036089 0.0015644466024123558 0.0017499835452075524 0.0010723984522985324 0.0014682512235502754 0.0011943582007231217 0.0013283906316716022 0.0011287870319639671 0.0010180210802666688
leaf_count=556 441 211 451 506 267 817 265 396
internal_value=0 -0.00176898 -0.00425795 0.000534376 -0.00394522 -0.00953221 0.00142303 -0.0149787
internal_weight=0 0.0109137 0.00896019 0.00619219 0.00511979 0.00392543 0.00245718 0.002768
internal_count=3910 3469 2913 2306 1855 1588 1082 607
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=10
num_cat=0
split_feature=39 13 48 457 51 1 1 2 0
split_gain=2.13442e-05 7.59446e-05 7.76754e-05 6.71151e-05 5.55335e-05 8.23142e-05 9.30984e-05 4.95661e-05 4.04769e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.082870000000000013 0.081825000000000009 0.11198000000000001 0.092550000000000007 0.090050000000000005 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.023132970751693516 0.010871923683280904 0.02398443338917183 -0.029730599690947164 0.018323729919716352 -0.026431459088409315 0.023123744533458737 -0.031421486257163872 -0.011950837517145776 -0.0035121226523603271
leaf_weight=0.0011036043404368959 0.0015310576592321859 0.0011052395524255834 0.0010879506944282838 0.0014411194005441927 0.0010618870295524413 0.001100437482655401 0.0011977833072390927 0.0017685669046625836 0.0010383126434338251
leaf_count=161 459 769 140 214 365 187 367 736 512
internal_value=0 -0.00173685 -0.00453714 -0.00139148 -0.00529839 -0.00168491 -0.00702756 0.000441195 0.0106654
internal_weight=0 0.0109049 0.0098013 0.00871335 0.00727223 0.00621034 0.0051099 0.00391212 0.00214355
internal_count=3910 3451 3290 3150 2936 2571 2384 2017 1281
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=12
num_cat=0
split_feature=484 133 40 160 42 1 13 42 1 47 12
split_gain=9.18276e-05 7.05499e-05 8.47733e-05 8.99311e-05 8.00204e-05 7.3658e-05 8.83444e-05 9.786e-05 7.24306e-05 9.65676e-05 3.06364e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 0.099550000000000013 -0.089744999999999978 0.092550000000000007 -0.028919999999999998 0.084100000000000022 0.12263000000000002 0.09252500000000001 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -7 -8
right_child=1 -3 3 -5 5 8 10 -9 -10 -11 -12
leaf_value=-0.0005842878913915353 0.00061745514353054773 -0.00046916016882382242 -0.00040289428625490123 -0.00052671227661667871 0.00046463768185214804 3.4125469320753344e-05 0.00035714512379957417 -0.00032136806657794909 0.00036507614175085914 -0.00072128549911402182 0.00076424994502143865
leaf_weight=0.0010012069600002392 0.0010027700808592143 0.0010058529008677179 0.0011874914222266665 0.0010408677739519928 0.0010474267487842045 0.0018422217526603167 0.0019788833458494015 0.0014549041907880931 0.0010730449348474612 0.0010058514467703727 0.0011089742932133689
leaf_count=612 261 472 311 135 205 411 203 653 229 98 320
internal_value=0 3.07739e-05 7.02373e-05 2.34954e-05 7.70242e-05 0.000136942 0.000281457 7.63855e-06 -6.90865e-05 -0.000232662 0.000503353
internal_weight=0 0.0137483 0.0127424 0.0117397 0.0106988 0.00951131 0.00559019 0.00250233 0.00392112 0.00284807 0.00308786
internal_count=3910 3298 2826 2565 2430 2119 1381 858 738 509 523
is_linear=0
shrinkage=0.00196078


Tree=4137
num_leaves=9
num_cat=0
split_feature=1 0 15 15 1 2 4 15
split_gain=2.2331e-05 7.79464e-05 4.65193e-05 6.10214e-05 7.08566e-05 9.76359e-05 9.57553e-05 3.29494e-05
threshold=0.076710000000000014 -0.087614999999999985 0.079360000000000014 -0.017214999999999998 0.11097000000000001 0.091025000000000009 0.25367000000000006 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6 -3
right_child=2 7 -4 -5 6 -7 -8 -9
leaf_value=-0.027481850060641345 -0.0025869829915003066 -0.0057303798672695963 -0.016754014158046667 0.022495795255446174 -0.032051425901210871 0.035492955753069148 0.0074132611394525779 0.015424168064030281
leaf_weight=0.0012127147539919749 0.001860561238206688 0.0019141687599620316 0.001046226086971574 0.0016770889630984371 0.0012010329624494226 0.0010551630488552718 0.0012596277123313841 0.0011965058633151828
leaf_count=630 307 579 496 373 210 171 345 799
internal_value=0 -0.00597713 0.00292353 0.00584226 0.000647414 0.0111937 -0.0118492 0.00240661
internal_weight=0 0.00432339 0.0080997 0.00705347 0.00537638 0.00291572 0.00246066 0.00311067
internal_count=3910 2008 1902 1406 1033 478 555 1378
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=9
num_cat=0
split_feature=1 52 0 0 16 1 1 16
split_gain=2.14162e-05 3.7828e-05 5.83348e-05 7.34879e-05 5.03209e-05 4.79331e-05 9.49763e-05 4.706e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 -0.10071499999999999 0.15737500000000001 0.11097000000000001 0.094385000000000011 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=0.013030927756318004 0.011560431855679058 -0.017310633025081183 0.024457669392287787 -0.022520287496939181 -0.0010266839594641093 -0.015677446089165107 0.033063387035615927 -0.014344586147806315
leaf_weight=0.0010786608993103922 0.0013851921217454292 0.001350156100040867 0.0015675647981125279 0.0017226788813761501 0.0015321227572341733 0.001210087100067652 0.0010257839248844561 0.0015028598952420715
leaf_count=173 331 580 520 1465 421 116 157 147
internal_value=0 -0.00163408 0.000561593 -0.00479389 0.0118612 0.001545 0.00732235 -0.00290602
internal_weight=0 0.0109899 0.00963976 0.00654007 0.00309969 0.00481739 0.0036073 0.00258152
internal_count=3910 3579 2999 2058 941 593 477 320
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=9
num_cat=0
split_feature=1 43 42 48 52 16 15 16
split_gain=1.87428e-05 4.19135e-05 5.65785e-05 5.00331e-05 4.82957e-05 8.09654e-05 4.1292e-05 6.0937e-05
threshold=0.10420500000000001 -0.15648499999999999 0.088585000000000011 0.086935000000000012 0.086950000000000013 -0.083564999999999987 -0.017214999999999998 -0.062279999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -2
right_child=6 2 -4 -5 -6 -7 -8 -9
leaf_value=0.01502203641415412 0.010510871516833649 0.026530756604808071 -0.026474157290797891 -0.020315531286187655 -0.014523824701984317 -0.0045393300251762398 0.021767704413634442 -0.017774286090413059
leaf_weight=0.0011121773102343519 0.00193908533626274 0.0014713497515849775 0.0011195475842711144 0.0011778567098002391 0.0011960503484065117 0.0019506424966315311 0.0011130316845053547 0.0012543816140041641
leaf_count=235 427 353 837 276 449 880 205 248
internal_value=0 -0.00299597 -0.00589372 -0.00191836 0.00277394 0.00881984 0.00518144 -0.00059943
internal_weight=0 0.00802762 0.00691545 0.0057959 0.00461804 0.00342199 0.0043065 0.00319347
internal_count=3910 3030 2795 1958 1682 1233 880 675
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=10
num_cat=0
split_feature=11 13 39 0 42 15 3 0 151
split_gain=1.70765e-05 2.81985e-05 9.1942e-05 6.77761e-05 5.99835e-05 6.02103e-05 6.17465e-05 4.46682e-05 4.13692e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.090930000000000011 -0.074174999999999977 -0.060719999999999989 -0.084304999999999977 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 8 -7 -1 -3
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0017145053858155558 -0.011846644378935726 -0.012155993124978481 0.024737304283871824 -0.025399102231370808 0.021380920453291482 -0.034280270507849951 -0.0015903967646445465 0.026451850633239207 0.012499454996358444
leaf_weight=0.0012476737779736349 0.0011291103457877578 0.0010358576191070619 0.0011625289757537542 0.0013928334642881023 0.0010044508373566801 0.0011187373017540112 0.0011950227682585789 0.0010260742086466285 0.0019839501802826802
leaf_count=300 279 128 387 329 538 1165 155 106 523
internal_value=0 0.001058 -0.00148285 -0.00542571 -0.00103639 -0.00525816 -0.0173964 0.0109961 0.00404212
internal_weight=0 0.0111671 0.00889338 0.00773085 0.00633802 0.00533357 0.00231376 0.00227375 0.00301981
internal_count=3910 3631 3225 2838 2509 1971 1320 406 651
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=11
num_cat=0
split_feature=484 3 133 160 1 2 2 0 16 13
split_gain=4.78768e-05 4.80758e-05 4.35962e-05 7.50847e-05 7.59783e-05 0.00012568 0.00014421 0.000104333 0.000125341 7.89792e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.085714999999999986 -0.080184999999999992 0.10113500000000002 0.10393500000000001 0.086545000000000025 -0.16443499999999997 0.054425000000000008 -0.073799999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -6 -9 -8
right_child=1 2 3 4 7 -7 9 8 -10 -11
leaf_value=-0.00041674213878150837 0.00041924578602177799 0.00029465115955769106 -0.00047319394613669049 -0.00046922712416773887 -0.00024573685722414473 -0.00073218265324081545 0.00064969630857266119 0.00092796996972253226 -1.9080391380028889e-06 -1.2583793238891181e-05
leaf_weight=0.0010310650220240634 0.001075460620449018 0.0015322832729440248 0.0014510957729400005 0.0015367108123339819 0.0011301391025197493 0.0010849950813335771 0.0012326788841651726 0.0011707796378615243 0.001063616284688337 0.0015791866623352303
leaf_count=627 225 530 568 610 106 209 181 338 148 368
internal_value=0 2.23955e-05 -1.38306e-05 -5.99494e-05 8.20812e-06 -0.000135176 1.37811e-05 0.000239766 0.00048533 0.00027775
internal_weight=0 0.0128569 0.0117815 0.0102492 0.00879811 0.00543357 0.00434858 0.00336454 0.0022344 0.00281187
internal_count=3910 3283 3058 2528 1960 1368 1159 592 486 549
is_linear=0
shrinkage=0.00196078


Tree=4142
num_leaves=9
num_cat=0
split_feature=3 1 13 4 4 47 15 3
split_gain=1.7926e-05 3.32287e-05 5.1068e-05 7.1192e-05 6.65377e-05 6.16813e-05 4.67323e-05 4.57042e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0010249999999999997 0.0057500000000000008 0.074650000000000008 0.081320000000000017 -1.0000000180025095e-35 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 -5 -3 -2 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=0.012204040458978124 -0.021830599934277335 0.030259727819057464 -0.02560692174754077 0.022849609992132286 -0.0083536228594235755 -0.0016296760104582847 -0.011242841705396174 0.012280848187972647
leaf_weight=0.001076378535057018 0.0015515173510472777 0.0012562176585092376 0.001067918290943274 0.0011768067874265433 0.0016298964023207776 0.0011728135523909953 0.0018669141577706244 0.0014812441408683099
leaf_count=259 1056 707 232 60 182 237 984 193
internal_value=0 -0.00130672 0.00349471 -0.00363186 0.00472941 0.0148625 -0.00748397 -0.000835828
internal_weight=0 0.0112033 0.00630365 0.00387462 0.0028067 0.00242903 0.00489968 0.00334816
internal_count=3910 3651 1418 474 242 944 2233 1177
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=12
num_cat=0
split_feature=484 42 47 4 4 133 4 3 49 3 3
split_gain=8.53153e-05 7.91374e-05 7.24015e-05 8.95649e-05 0.000108107 6.25397e-05 8.75781e-05 0.000102097 0.000122537 6.00753e-05 1.83584e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.09550500000000002 0.27020000000000005 0.035895000000000003 0.086895000000000014 -0.23071499999999998 -0.078884999999999997 -0.006494999999999999 0.099570000000000006 -0.0066499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9 -4 -6
right_child=1 -3 9 -5 10 -7 7 8 -10 -11 -12
leaf_value=-0.00055829683294510786 -0.00054670115176842608 -0.00049081814884209334 0.00065849906838424781 0.00055827979288226815 -0.00026899720009932219 0.00039555734258090797 -0.00031475233676543928 -8.2377435312255427e-05 0.000684860884070598 2.3635319739292626e-05 -0.00064135151440818149
leaf_weight=0.001009575400027835 0.0010711287857210223 0.0010319461073897323 0.0013339147942335932 0.0010170041978702664 0.0010201491387102305 0.0016206043376231069 0.0017124573965283559 0.0017037528592012911 0.0015093082606672569 0.0010046528127219956 0.0010161547059714116
leaf_count=612 186 402 202 321 189 447 939 149 330 67 66
internal_value=0 3.18382e-05 7.32978e-05 4.81824e-06 -5.34891e-05 5.3795e-05 -3.85669e-05 7.19346e-05 0.000278026 0.00038576 -0.000454809
internal_weight=0 0.0140411 0.0130091 0.0106706 0.00965356 0.00761725 0.00599665 0.00492552 0.00321306 0.00233857 0.0020363
internal_count=3910 3298 2896 2627 2306 2051 1604 1418 479 269 255
is_linear=0
shrinkage=0.00196078


Tree=4144
num_leaves=13
num_cat=0
split_feature=484 457 4 12 47 16 16 2 16 1 43 1
split_gain=0.000102372 7.06274e-05 6.45044e-05 8.73456e-05 8.81451e-05 8.39204e-05 0.00014182 9.66766e-05 8.70364e-05 5.98611e-05 4.32684e-05 3.09234e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.036459999999999992 0.09550500000000002 -0.014099999999999998 -0.078844999999999985 0.090815000000000021 0.15737500000000001 0.085990000000000011 -0.030974999999999996 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -7 -5 -10 -4
right_child=1 2 11 4 -6 8 -8 -9 10 -11 -12 -13
leaf_value=-0.0006029001106935539 -0.00045956494893248568 -0.00050241007558060385 0.00015334370466660915 -6.0534488931004963e-05 0.00057301612889529773 0.00056944542545442703 -0.00080443780266611985 -0.00041885264402454961 0.00025867502015558753 0.00054565887142332648 -0.00030529678120831341 0.00063116187096426976
leaf_weight=0.0010269643067363473 0.001015307032155491 0.0011171318527791576 0.001035712129267367 0.001272784988690317 0.0012045333641414477 0.0016215842447271675 0.0010413598735765457 0.0013143059106508195 0.0010025555317267213 0.0012330418820040157 0.0010934538009484654 0.0010473179947535381
leaf_count=612 197 250 153 579 165 392 465 217 184 177 206 313
internal_value=0 3.84797e-05 7.74259e-05 1.70111e-05 7.63206e-05 6.58287e-06 -0.000163003 1.1851e-05 0.00022835 0.000237755 -3.55398e-05 0.000393584
internal_weight=0 0.0139991 0.0129838 0.0109008 0.00978362 0.00857909 0.00486149 0.00382013 0.00371759 0.00250583 0.00209601 0.00208303
internal_count=3910 3298 3101 2635 2385 2220 1438 973 782 756 390 466
is_linear=0
shrinkage=0.00196078


Tree=4145
num_leaves=13
num_cat=0
split_feature=484 457 4 12 47 16 2 16 49 12 43 1
split_gain=0.000131971 6.98787e-05 0.000106337 0.000107017 8.07346e-05 0.000101266 0.000180014 9.92372e-05 8.72549e-05 0.000112519 6.20723e-05 2.76154e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.036459999999999992 0.09550500000000002 -0.014099999999999998 0.094010000000000024 0.15737500000000001 -1.0000000180025095e-35 0.086865000000000012 -0.078454999999999983 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -7 -5 -10 -9 -4
right_child=1 2 11 4 -6 7 -8 10 9 -11 -12 -13
leaf_value=-0.00067632942321287797 -0.00045260900326543038 -0.00057146741441874746 0.0002491779310555302 0.00050665537679540657 0.00052033414973075179 0.00058296102051358769 -0.00083740824999943022 0.0003116668946692774 -0.00062302335746942299 0.00017428168822180922 -0.00034824354520420967 0.00069679851183498715
leaf_weight=0.0010725223492291406 0.0010438462548926488 0.0011379483135007138 0.0010401539644961336 0.0010437840874033487 0.0012931418073924275 0.0017362104162322693 0.0012361067830227281 0.0010174929265676889 0.0011656565042217066 0.0016350884238208454 0.0011876764049141867 0.0010801833544367941
leaf_count=612 197 250 153 58 165 392 289 142 344 747 248 313
internal_value=0 3.62635e-05 7.38595e-05 -8.14258e-07 6.21391e-05 -3.53482e-06 -0.000186503 0.00023232 2.27787e-05 -0.000157553 -4.37525e-05 0.000477213
internal_weight=0 0.0146173 0.0135734 0.0114531 0.0103152 0.00902202 0.00508064 0.00394138 0.00384453 0.00280074 0.00220517 0.00212034
internal_count=3910 3298 3101 2635 2385 2220 1438 782 1149 1091 390 466
is_linear=0
shrinkage=0.00196078


Tree=4146
num_leaves=10
num_cat=0
split_feature=11 3 47 15 49 3 1 1 2
split_gain=1.73394e-05 3.44829e-05 3.67372e-05 4.7535e-05 3.83934e-05 5.60049e-05 4.61644e-05 8.4148e-05 1.66606e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 -0.079799999999999996 -0.07107999999999999 -0.078884999999999997 0.11183500000000002 0.088010000000000019 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=0.01545807752778953 -0.011856797501829655 -0.012210906442835364 -0.023595719770944917 0.0048847345817598321 -0.012119622412560725 0.013077707878260545 -0.0067274194620624006 0.036811142094777559 -0.0043264339338701914
leaf_weight=0.0014503181952185357 0.0011436920973856837 0.0014401836931378928 0.0014117680400713263 0.0010019386111991962 0.0013267913304466977 0.0011624928308534501 0.0010962702087304555 0.001313590048658453 0.001043991527093334
leaf_count=247 279 315 275 163 1390 212 309 311 409
internal_value=0 0.00106702 -0.00106338 -0.0117734 0.00243786 0.00598766 0.0111919 0.0167726 0.00484299
internal_weight=0 0.0112473 0.00979703 0.00241371 0.00738332 0.00594314 0.00461634 0.00352007 0.00220648
internal_count=3910 3631 3384 438 2946 2631 1241 932 621
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=12
num_cat=0
split_feature=484 4 16 12 47 1 1 52 42 4 49
split_gain=4.95241e-05 6.87747e-05 8.30549e-05 5.79149e-05 0.000103761 8.12584e-05 0.000147049 5.8452e-05 4.22117e-05 5.73285e-05 2.87581e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.38486499999999996 -0.036459999999999992 0.09550500000000002 0.09112000000000002 0.10884000000000001 -0.068164999999999989 0.08622500000000001 -0.08422499999999998 -0.031434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 10 9 -9 -5
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00041469268796248259 -0.00053972572600703055 0.00038614024303055481 -0.00041050978140215965 0.00060865121690605679 0.00054820990319959749 -0.00084821969621227359 0.0001731866729422063 -0.0005160270191906719 0.00026331194320525003 5.4522675198354866e-05 0.00013905073959693685
leaf_weight=0.0010722612930904761 0.0011153594969414643 0.001748209854191953 0.0010718984002089085 0.0010047243858584132 0.0014782186438350503 0.0010933087581964504 0.0010744805037217822 0.0011040301210147895 0.0012722336692141453 0.0017508647691057634 0.0010007864915001601
leaf_count=627 125 447 258 62 185 349 146 308 533 557 313
internal_value=0 2.28647e-05 -3.02096e-05 2.2165e-05 6.95932e-05 -1.56434e-05 -0.000341952 9.97015e-05 -3.37409e-05 -0.000166117 0.000374312
internal_weight=0 0.0137141 0.0119659 0.0108505 0.00977865 0.00830043 0.00216779 0.00613264 0.00412713 0.00285489 0.00200551
internal_count=3910 3283 2836 2711 2453 2268 495 1773 1398 865 375
is_linear=0
shrinkage=0.00196078


Tree=4148
num_leaves=10
num_cat=0
split_feature=15 16 1 47 0 4 4 3 52
split_gain=1.94985e-05 2.37566e-05 6.04261e-05 4.41926e-05 6.5004e-05 0.00017936 7.21064e-05 5.89553e-05 6.67856e-05
threshold=-0.24219999999999997 -0.27337499999999998 0.097480000000000011 0.09550500000000002 -0.10575999999999998 -0.0021099999999999995 0.0037100000000000002 -0.078884999999999997 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -3 8 -6
right_child=1 3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.013262913155781694 0.0063332152525176245 -0.002342993902773999 -0.027725462335807461 0.016666860781962181 -0.027034875282648092 -0.045199099468902854 0.031402489053082232 0.015554669951877112 0.0062063089178531388
leaf_weight=0.0010010858433714123 0.00102686793751592 0.0016693020835930319 0.0010572437491809881 0.0014874550885861605 0.0011146771463342022 0.0010682316791082074 0.001020177195118252 0.0016315876722393366 0.0013203196456173707
leaf_count=317 186 255 164 300 911 455 83 617 622
internal_value=0 -0.00129329 -0.0109443 0.000866754 -0.00213696 -0.00873355 0.0104574 0.000845418 -0.00901063
internal_weight=0 0.0113959 0.00208411 0.00931175 0.0078243 0.00513482 0.00268948 0.00406658 0.002435
internal_count=3910 3593 350 3243 2943 2605 338 2150 1533
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=14
num_cat=0
split_feature=484 49 151 42 52 52 51 43 47 403 4 12 2
split_gain=0.000132974 7.24525e-05 0.000161249 0.000131889 0.000104491 0.00015247 0.000175599 0.000133787 0.000126593 8.75274e-05 8.43408e-05 0.000154058 4.2514e-05
threshold=-0.0043499999999999988 -0.14917999999999998 0.056555000000000001 0.10138000000000001 -0.048794999999999991 -0.088354999999999989 -0.095859999999999987 -0.15109999999999998 0.09550500000000002 0.084405000000000022 -1.0000000180025095e-35 0.084100000000000022 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -6 9 10 11 -9 -12
right_child=1 2 -4 -5 7 -7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.00067767611981603328 0.00052852356687449237 0.00064443920616966339 -0.00075656655240839547 -0.0006176689162586521 0.00059060468445780022 0.00087475961822999055 -0.00045851011317283848 0.00043526463856372635 0.00044383974821088091 0.00025543267630362399 -0.00093995002314035199 -0.00060384843692413992 -0.00037605128084947759
leaf_weight=0.001081672527702496 0.0010599837691455906 0.0010535584683572024 0.0010121029824597975 0.0010218523732226413 0.0011958147304282039 0.0014843708536408638 0.0011727091178899978 0.0010413386576288591 0.0012302583586121787 0.0010405535597832818 0.0010518179323752712 0.0011591864751985667 0.0010053564771035995
leaf_count=612 111 247 141 399 166 233 330 149 150 213 188 761 210
internal_value=0 3.49445e-05 -3.89941e-06 5.7254e-05 0.000117567 0.000387999 6.34494e-05 -1.23447e-05 -0.000122786 -0.000254357 -0.000378946 -0.000112116 -0.000664369
internal_weight=0 0.0145289 0.0134689 0.0124568 0.011435 0.00371064 0.00222627 0.00772433 0.00652851 0.00529825 0.0042577 0.00220053 0.00205717
internal_count=3910 3298 3187 3046 2647 810 577 1837 1671 1521 1308 910 398
is_linear=0
shrinkage=0.00196078


Tree=4150
num_leaves=12
num_cat=0
split_feature=484 156 12 12 42 160 4 15 43 49 2
split_gain=6.35595e-05 5.71802e-05 6.91533e-05 7.82298e-05 7.716e-05 8.29473e-05 7.68493e-05 0.000140926 0.000172138 0.000128456 0.000102908
threshold=-0.0043499999999999988 0.091280000000000014 0.10852500000000001 0.10007000000000001 -0.090359999999999982 0.099550000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078644999999999979 -0.047309999999999998 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -8 -11
right_child=1 -3 -4 -5 5 -7 9 -9 -10 10 -12
leaf_value=-0.00047182859606118975 -0.00041107698392488478 -0.00042809075855996609 -0.00041815991532369079 0.00061889497552899606 -3.985573131603917e-05 -0.00042559215933833048 0.00057244283415294164 -8.025418558723996e-05 0.00096920977290173866 -0.0005654804463336038 0.00012712478920703731
leaf_weight=0.0010760031563106691 0.0012373887758893387 0.0010085038522217411 0.0010866430542558958 0.0010164111776382089 0.0010023063556795567 0.0010088436282694813 0.0010632298519851358 0.0018512883241713738 0.0018490533270288704 0.0016124835286887274 0.0016883767769969534
leaf_count=612 306 322 250 184 329 123 122 864 248 252 298
internal_value=0 2.21814e-05 5.60291e-05 9.78214e-05 5.10057e-05 0.000107754 0.000167099 0.000340999 0.000614504 -2.02918e-05 -0.000211216
internal_weight=0 0.0144245 0.013416 0.0123294 0.011313 0.0100756 0.00906674 0.00470265 0.00285136 0.00436409 0.00330086
internal_count=3910 3298 2976 2726 2542 2236 2113 1441 577 672 550
is_linear=0
shrinkage=0.00196078


Tree=4151
num_leaves=9
num_cat=0
split_feature=4 151 16 133 0 0 1 3
split_gain=2.00145e-05 3.00521e-05 4.09357e-05 5.50261e-05 4.4443e-05 8.94891e-05 5.28466e-05 4.33145e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.036599999999999987 -0.053834999999999994 0.11015500000000002 0.095575000000000007 -0.053439999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 6 -6 -5 -3
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.0095620862328209266 0.01045565895926831 -0.0029782078264576212 0.021045491647942973 -0.0058264055117520312 -0.035842226999334967 0.0049750636359886628 0.022238222274518986 -0.028141373120012799
leaf_weight=0.0019600941016338263 0.0015617167604209019 0.0015321666465491083 0.0010696607544323534 0.001898324385356016 0.0010433523819997287 0.0011070667046852991 0.0010377578350832329 0.0012358468106290765
leaf_count=556 441 451 451 1251 264 132 208 156
internal_value=0 -0.00164993 -0.00411252 0.000428948 -0.00390659 -0.0148289 0.00409303 -0.0142129
internal_weight=0 0.0108843 0.00892418 0.00615616 0.0050865 0.00215042 0.00293608 0.00276801
internal_count=3910 3469 2913 2306 1855 396 1459 607
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=11
num_cat=0
split_feature=484 4 16 403 0 16 1 1 43 52
split_gain=4.59762e-05 5.65443e-05 5.48002e-05 5.75981e-05 6.33544e-05 0.000101458 6.62121e-05 5.90509e-05 5.6304e-05 4.57061e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.38486499999999996 0.088015000000000024 0.15480500000000005 0.31524000000000002 0.11287500000000002 0.09112000000000002 -1.0000000180025095e-35 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00040363886152980816 -0.00045371650130416252 0.00034975437992371757 -0.00012122433699286385 -0.00041408174739335582 0.00051792284674015464 -0.00051629390590645242 0.0005362933158337427 -0.00028682435222335311 6.5303817887635962e-05 0.00059469698494546755
leaf_weight=0.00105810722109156 0.0010589499309341605 0.0017481441019668699 0.0018557398333405887 0.0010842329877208011 0.0010469961559373816 0.0012207339725710678 0.0011063565671380598 0.0017709522527498637 0.0012574242465897972 0.0012506469690764643
leaf_count=627 125 447 1061 280 52 294 154 411 111 348
internal_value=0 2.0917e-05 -2.84182e-05 1.40973e-05 6.29198e-05 6.62167e-06 9.47767e-05 1.51526e-05 0.000137703 0.000329285
internal_weight=0 0.0134002 0.011652 0.0105931 0.00950885 0.00846185 0.00724112 0.00613476 0.00436381 0.00250807
internal_count=3910 3283 2836 2711 2431 2379 2085 1931 1520 459
is_linear=0
shrinkage=0.00196078


Tree=4153
num_leaves=10
num_cat=0
split_feature=159 1 2 16 16 160 12 3 3
split_gain=1.81485e-05 3.54375e-05 5.56799e-05 6.80698e-05 7.84039e-05 4.90926e-05 6.76861e-05 0.000182029 2.42386e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086545000000000025 -0.089864999999999987 -0.055679999999999993 0.088785000000000017 0.089995000000000006 0.088060000000000013 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -4
right_child=1 -3 5 4 -6 -7 -8 -9 -10
leaf_value=-0.012184030035977192 -0.030257327967436649 0.018298114382401993 0.038446296655040776 0.018491480938788923 -0.018853351676984945 0.021086363832993671 -0.014781184668757268 -0.019717783893160996 0.016731839129916656
leaf_weight=0.0011345621979615217 0.0012042295449030856 0.001081396988416832 0.0010101996721412012 0.0010881779898708219 0.001163038320041212 0.0014167300201616325 0.0019371961737388978 0.0013637420784536752 0.0010466651164685642
leaf_count=633 311 298 325 445 442 251 688 202 315
internal_value=0 0.00108266 -0.000737166 -0.0110671 -0.000801854 0.00453179 0.000154362 0.00861283 0.0273966
internal_weight=0 0.0113114 0.01023 0.00345545 0.00225122 0.00677453 0.0053578 0.00342061 0.00205686
internal_count=3910 3277 2979 1198 887 1781 1530 842 640
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=13
num_cat=0
split_feature=484 42 47 16 16 48 1 16 12 3 2 2
split_gain=6.97418e-05 6.46723e-05 7.19214e-05 9.36821e-05 0.000124871 0.000182398 0.00012504 8.39856e-05 7.79785e-05 7.5401e-05 6.09686e-05 4.38728e-05
threshold=-1.0000000180025095e-35 0.10217500000000002 0.09550500000000002 -0.014099999999999998 -0.078844999999999985 0.087945000000000009 0.085835000000000009 0.15737500000000001 0.086935000000000012 0.076695000000000013 0.088820000000000024 0.10217500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 10 -2 -4 -5 -9
right_child=1 -3 9 7 -6 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.0004840399450971349 0.00022874103943423127 -0.00044744558163323662 0.0006975869704088539 0.00012990597991498798 -0.00076045088114657115 -0.00074340957582235702 0.00063023882640135661 0.00021716512438661094 -0.00049963727867266777 -1.7691505741798216e-05 0.00076943145857150206 -0.00035906593393411141
leaf_weight=0.0010904155801701584 0.0012239531208146619 0.001003556192522439 0.0012888451560951622 0.0010653947323476416 0.0010918169297251656 0.0010588765248593732 0.0014441026610447537 0.0010094597611102225 0.0010497666521473957 0.0010111369422703964 0.0012403906298601173 0.0010226149286619093
leaf_count=627 299 412 190 335 394 132 392 166 412 77 245 229
internal_value=0 3.1468e-05 6.98977e-05 -6.8847e-07 -0.000162197 -2.54535e-05 0.000179028 0.00021781 -0.000107548 0.00038313 0.000473937 -7.28156e-05
internal_weight=0 0.0135099 0.0125064 0.0102064 0.00586852 0.0047767 0.00371782 0.00433786 0.00227372 0.00229998 0.00230579 0.00203207
internal_count=3910 3283 2871 2604 1629 1235 1103 975 711 267 580 395
is_linear=0
shrinkage=0.00196078


Tree=4155
num_leaves=9
num_cat=0
split_feature=4 12 3 2 0 1 4 15
split_gain=1.98515e-05 2.85543e-05 4.29076e-05 6.43414e-05 7.05705e-05 5.52052e-05 6.14146e-05 4.24277e-05
threshold=0.27608500000000008 -0.036459999999999992 0.094625000000000015 0.095195000000000016 -0.06402999999999999 0.092550000000000007 -0.0031049999999999997 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=-0.016528877960989372 0.010426996041226834 -0.0090914370841809582 -0.0020458256181582241 -0.020743633409869164 0.024096308011345505 -0.024363952282410586 0.018678109985563473 0.023759513909531512
leaf_weight=0.0011505175417270462 0.0015611808079277973 0.0019832920839973987 0.0012348586637888695 0.0017123533032239345 0.0011008335597967869 0.0010384179582563144 0.00133079495925802 0.0013162754533328491
leaf_count=300 441 1474 118 693 142 283 332 127
internal_value=0 -0.00163219 0.000131643 -0.00383335 0.00147649 -0.0042445 0.00205962 0.0112686
internal_weight=0 0.0108673 0.00971683 0.00716569 0.00545334 0.00435251 0.00331409 0.00255113
internal_count=3910 3469 3169 2924 2231 2089 1806 245
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=12
num_cat=0
split_feature=49 151 49 151 4 42 3 4 4 52 4
split_gain=6.00667e-05 0.000119623 8.9385e-05 8.72934e-05 8.11497e-05 6.81746e-05 6.66848e-05 0.000153169 0.00010383 9.02589e-05 5.28824e-05
threshold=-0.14750499999999997 0.056555000000000001 -0.047309999999999998 -0.03268999999999999 0.40812500000000007 0.091955000000000023 -0.078884999999999997 -1.0000000180025095e-35 -0.23071499999999998 0.048490000000000012 0.070230000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 8 -8 -5 -9
right_child=1 -3 3 4 -6 -7 7 10 -10 -11 -12
leaf_value=0.00044041262732389292 0.00045999242988201908 -0.00069173865599467092 -0.00051642411384346767 -0.00059670783078367138 0.00051098123396871222 -0.00043094768969829359 7.8449101866637881e-05 -0.00052996218113099771 0.00090398875084020587 0.0001438964459373963 8.5794005634614071e-05
leaf_weight=0.0010530312993841931 0.0014761606820608989 0.0010191379895562033 0.0013728290695322982 0.0012650065290265764 0.0011091232489688551 0.0015089921857004505 0.0011019539824883018 0.001021615883229212 0.0012503787700035365 0.0012656747426507543 0.0011286417518848605
leaf_count=143 299 136 386 758 276 615 111 168 247 648 123
internal_value=0 -4.57854e-05 6.87823e-06 -5.37945e-05 1.20107e-05 -5.27754e-05 2.83617e-05 0.000171499 0.000517263 -0.000226308 -0.00020676
internal_weight=0 0.0135195 0.0125004 0.0110242 0.00965139 0.00854226 0.00703327 0.00450259 0.00235233 0.00253068 0.00215026
internal_count=3910 3767 3631 3332 2946 2670 2055 649 358 1406 291
is_linear=0
shrinkage=0.00196078


Tree=4157
num_leaves=14
num_cat=0
split_feature=4 13 48 48 51 0 3 49 133 0 4 51 0
split_gain=0.000147384 0.000194085 0.000182589 0.000247676 0.000207681 0.000147029 0.000128537 0.000134236 0.000142022 0.000128363 0.00022202 0.000230663 5.11283e-05
threshold=-0.51381999999999983 -0.45122499999999993 0.12862000000000004 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -0.100615 -1.0000000180025095e-35 -0.090054999999999982 -0.10071499999999999 -0.082054999999999975 -0.095859999999999987 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 12 -8 -9 -10 -11 -12 -7
right_child=1 2 -4 -5 -6 6 7 8 9 10 11 -13 -14
leaf_value=-0.00074197983389783255 0.00081204740786974643 0.00052206268080924752 -0.00080591557370037056 0.00079577066947244559 -0.00082427871532037662 3.1907951733814627e-05 -0.00067197195824508218 -0.00071137836887836593 0.00049640076661854981 0.00055950246317758908 0.00014941738952613115 -0.0011449250229778308 0.00060043456243714021
leaf_weight=0.0010296794609012038 0.0011169683012980025 0.0018833517068122521 0.0010956001008562066 0.001441813722480507 0.0012389638168322165 0.0012002336681619162 0.0017647295247473268 0.0010566571031237594 0.0018145604383873722 0.0010992772902996386 0.0010140366825694069 0.0011074555437093649 0.0012328514596573986
leaf_count=80 109 138 114 251 326 219 428 373 133 416 197 943 183
internal_value=0 2.19008e-05 -3.34343e-05 2.35426e-05 -5.94726e-05 1.83681e-05 -7.38235e-05 -0.000195778 -5.78341e-05 7.93113e-05 -0.000155674 -0.000526252 0.000319982
internal_weight=0 0.0170665 0.0159495 0.0148539 0.0134121 0.0121732 0.0102898 0.00785672 0.00609199 0.00503533 0.00322077 0.00212149 0.00243309
internal_count=3910 3830 3721 3607 3356 3030 2892 2490 2062 1689 1556 1140 402
is_linear=0
shrinkage=0.00196078


Tree=4158
num_leaves=13
num_cat=0
split_feature=158 48 50 4 40 3 2 0 4 4 49 3
split_gain=0.000120342 0.000121362 0.000171007 0.000114951 0.000121529 0.000176467 9.54591e-05 0.000103692 9.85922e-05 6.20569e-05 0.000109718 4.55011e-05
threshold=0.084710000000000021 0.12738500000000003 0.088425000000000017 0.27223000000000003 -1.0000000180025095e-35 0.10420500000000001 0.097575000000000009 -0.06402999999999999 0.0057500000000000008 -0.082054999999999975 -0.0090499999999999973 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 -11 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 11 10 -12 -13
leaf_value=-0.00048826454758960525 -0.00065994084599196726 -0.00062856022844250548 -0.00064333710207013209 0.00066857765448791716 0.00014631145347798299 0.00070393140005486107 -0.00037622070138466571 0.00058805962836104878 4.5979819460436073e-05 3.6786026547600955e-06 -0.00087260664477279131 0.00061759240103586416
leaf_weight=0.0013396701083240167 0.0010680801803805628 0.0010349591351623338 0.0011987134505639105 0.0013665531481531169 0.0012882281584543449 0.0017693857862797766 0.0018080242384929278 0.0014911424176602918 0.0010478534119850967 0.0012077787222886393 0.0010076763747500163 0.0010947701275064239
leaf_count=216 433 117 631 309 453 120 452 132 121 182 698 46
internal_value=0 2.03092e-05 6.62437e-05 0.00012962 6.85219e-05 0.000138136 2.62241e-05 0.000128169 6.71628e-06 -0.000195902 -0.00039489 0.000338044
internal_weight=0 0.0156548 0.0146198 0.0134211 0.0120545 0.0107149 0.00894547 0.00713745 0.00564631 0.00350368 0.00221546 0.00214262
internal_count=3910 3477 3360 2729 2420 2204 2084 1632 1500 1333 880 167
is_linear=0
shrinkage=0.00196078


Tree=4159
num_leaves=10
num_cat=0
split_feature=4 0 157 160 133 2 160 16 0
split_gain=1.90652e-05 5.70861e-05 3.84827e-05 5.97286e-05 6.0237e-05 5.68276e-05 5.16146e-05 9.22236e-05 5.22427e-05
threshold=-0.48072499999999996 -1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.11230000000000001 0.087825000000000014 -0.08286499999999998 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=-0.013124315743457116 0.0164564022398439 0.022742155633029643 -0.023438526360672798 -0.019537573306446523 0.030875389095809898 -0.014383730449130432 -0.0085762789703622451 -0.016370373876811652 0.014487256297396865
leaf_weight=0.0010389637627461383 0.0010975608125591762 0.0010949259501735293 0.0012763929780813385 0.0013383162501083489 0.0017968385774421785 0.0013826963791682733 0.0013472569261235448 0.0010111961019219011 0.0011994612146331376
leaf_count=208 395 207 804 824 303 331 250 302 286
internal_value=0 0.00101841 -0.00125781 -0.00333673 -0.000159601 0.00368961 0.00835648 0.014049 0.000372398
internal_weight=0 0.0115446 0.0104497 0.00935216 0.00807577 0.00673745 0.00535475 0.0040075 0.00221066
internal_count=3910 3702 3495 3100 2296 1472 1141 891 588
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=9
num_cat=0
split_feature=4 151 4 0 2 2 4 3
split_gain=1.8127e-05 2.6484e-05 3.48614e-05 5.91513e-05 6.77202e-05 3.8868e-05 0.000107712 7.07798e-06
threshold=0.27608500000000008 -0.024429999999999997 -0.0021099999999999995 -0.10071499999999999 0.086775000000000005 0.106285 -0.08422499999999998 -0.079954999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.0088975990699966395 0.0098821808087752316 -0.020836695544143205 0.013613558431164151 -0.02845450011432232 -0.018389863156853051 0.017396860941721635 0.0067620626044853308 0.01860462089896547
leaf_weight=0.0019780854197087904 0.0015794032299246844 0.0018298461910098277 0.0013245492622065286 0.0012938640003487796 0.0013202140438616124 0.0011925745755039692 0.0010129243014608278 0.0010058298970183929
leaf_count=556 441 636 91 509 199 292 747 439
internal_value=0 -0.00157705 -0.00388442 -0.0109335 -0.00236192 0.00162296 -0.00326493 0.0126625
internal_weight=0 0.0109579 0.0089798 0.00393863 0.00264476 0.00504117 0.0038486 0.00201875
internal_count=3910 3469 2913 799 290 2114 1822 1186
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=12
num_cat=0
split_feature=43 40 16 42 16 160 43 0 2 457 3
split_gain=4.96627e-05 0.000101095 8.08045e-05 0.000181559 7.79967e-05 7.84309e-05 7.57661e-05 0.000114186 0.000107629 4.24316e-05 2.44523e-05
threshold=0.16180500000000003 -0.078179999999999986 0.081265000000000018 0.091230000000000019 -0.008069999999999999 -0.076029999999999986 -0.08768999999999999 -0.15713499999999997 0.092340000000000019 0.082870000000000013 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 9 10 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00061969712547481381 -0.00042677418758179785 -0.00053241410242023054 -0.00069665379886865025 0.00032597042985978814 0.00044127473719813789 -0.00041355619241670435 -0.00048606419370305097 0.00035705285285797414 0.00090612968662932695 6.681392208020425e-05 -3.0487752135074072e-05
leaf_weight=0.0010075847119783684 0.0010180433878018052 0.0010086459526217435 0.0017906840267589625 0.0010641675092709032 0.0017001898084160584 0.0011148900369860517 0.0010773216922329047 0.0011521683683864588 0.0010019394393543067 0.0010576236502657377 0.0013705716764758893
leaf_count=272 276 534 473 172 543 289 104 452 330 63 402
internal_value=0 2.25138e-05 -2.62545e-05 -0.000315463 6.08083e-05 -2.23025e-05 5.36471e-05 0.000145682 0.00036244 -0.000212176 0.000146507
internal_weight=0 0.0133458 0.0123382 0.00285485 0.00948335 0.00778316 0.00677451 0.00565962 0.00352468 0.00213495 0.00252274
internal_count=3910 3634 3362 645 2717 2174 1640 1351 1184 167 854
is_linear=0
shrinkage=0.00196078


Tree=4162
num_leaves=12
num_cat=0
split_feature=484 48 4 12 3 47 1 1 42 52 2
split_gain=5.28516e-05 4.70189e-05 0.000109723 5.60739e-05 9.42045e-05 7.25106e-05 0.000107394 8.28802e-05 0.000105841 5.86745e-05 5.79628e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.09112000000000002 0.076710000000000014 0.091230000000000019 0.084240000000000023 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00042840607117645914 -0.00040876759926018161 -0.00038180588755865031 0.00061792373178853877 -0.00012878304577307957 0.00048729756535257311 0.00045079377889359969 -0.0005707215890782359 5.0795417132301992e-06 0.00030477972249940175 -0.00073963759298567361 0.00065227491582877013
leaf_weight=0.0010785289145726117 0.0011797569088968013 0.0010192481421072421 0.0012067490008257969 0.0013641029711846605 0.0015506929699884301 0.0010204354373453128 0.0015220580811677068 0.0010853532898132809 0.0012334200154624679 0.0010857344032617889 0.0010435942214340995
leaf_count=627 261 137 368 509 117 162 400 283 312 636 98
internal_value=0 2.28893e-05 5.64467e-05 -4.67666e-06 4.34516e-05 -3.89295e-05 -0.000107066 1.43528e-05 -0.00016366 -0.000399505 0.00032233
internal_weight=0 0.0133111 0.0122919 0.0110851 0.00990539 0.0083547 0.00733426 0.0058122 0.00368326 0.00244984 0.00212895
internal_count=3910 3283 3146 2778 2517 2400 2238 1838 1457 1145 381
is_linear=0
shrinkage=0.00196078


Tree=4163
num_leaves=10
num_cat=0
split_feature=12 13 48 48 4 13 0 16 0
split_gain=1.84451e-05 3.72999e-05 4.8357e-05 3.8627e-05 5.73756e-05 5.26854e-05 8.76054e-05 7.32388e-05 0.000127065
threshold=0.10852500000000001 -0.23438999999999996 0.11119000000000002 0.090910000000000005 -0.23071499999999998 -0.014114999999999997 -0.083934999999999996 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -7
right_child=-2 2 -4 -5 5 7 -8 -9 -10
leaf_value=0.018901958816073344 -0.012932856128751833 -0.023152202971965033 -0.020082395817526567 0.01957070080753226 0.0057785910101345117 -0.018484516127273042 -0.031878610054783693 0.026631832742307671 0.021921271390115449
leaf_weight=0.001058465848712096 0.0010335572385215342 0.0010009938737303766 0.0011564952609449336 0.0010597857153198326 0.0015677115103072217 0.0017040405034903429 0.0010195511631514195 0.0015342520872080566 0.0014325920648962174
leaf_count=196 319 212 164 244 910 196 806 284 579
internal_value=0 0.00101185 -0.00079582 0.00159768 -0.000708561 0.00238671 -0.00906082 0.00872764 -3.00082e-05
internal_weight=0 0.0115339 0.0104754 0.00931893 0.00825914 0.00725815 0.00258726 0.00467088 0.00313663
internal_count=3910 3591 3395 3231 2987 2775 1716 1059 775
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=9
num_cat=0
split_feature=0 16 42 0 49 12 52 47
split_gain=1.77195e-05 3.86322e-05 3.15853e-05 4.46053e-05 4.19959e-05 7.25956e-05 9.55235e-05 5.28444e-05
threshold=0.15480500000000005 0.31524000000000002 -1.0000000180025095e-35 -0.074249999999999997 -0.047894999999999993 0.088375000000000023 -0.0066199999999999991 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.013008465147330853 0.012572846203511756 -0.01881045096744716 0.01146891926998856 0.016158306973794476 -0.021617046128657055 -0.029662692008047883 0.023350540021709651 -0.0053035299942147431
leaf_weight=0.0014513476028328596 0.0010106710054928669 0.0011283209950334336 0.0019745235616952742 0.0019753365568403796 0.0013211003062713143 0.0010126544118987 0.0015324686127605081 0.0011096538109154719
leaf_count=951 74 385 312 624 428 486 538 112
internal_value=0 -0.00123748 0.000673261 0.00289794 -0.000870713 -0.00576732 0.00033826 0.0113162
internal_weight=0 0.0115054 0.0103771 0.00892574 0.0069504 0.00497588 0.00396322 0.00264212
internal_count=3910 3836 3451 2500 1876 1564 1078 650
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=12
num_cat=0
split_feature=484 156 133 42 4 15 3 151 16 52 3
split_gain=8.81807e-05 5.68037e-05 5.91592e-05 9.80783e-05 0.000108664 0.000124618 0.000142362 0.000123634 0.000123129 0.000113834 2.5296e-05
threshold=-0.0043499999999999988 0.090135000000000007 0.10681500000000001 -0.090359999999999982 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078669999999999976 -0.0088999999999999982 -0.48509999999999992 -0.06724999999999999 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -6 -9 -10 -8
right_child=1 -3 -4 4 7 -7 10 8 9 -11 -12
leaf_value=-0.00056649355978053914 -0.0003919442094660377 -0.00040756592021314947 -0.00039079684913675755 8.4683129102336327e-05 -0.00047941418025716266 -2.802680894611531e-05 0.0011321301605075197 0.00074098904477604035 0.00046899011568299061 -0.00033502847403093209 0.00069995231193581311
leaf_weight=0.0010190122649772508 0.0013725709592527268 0.0010555739413225301 0.001012343461838437 0.0013098165610760191 0.0016415930004886501 0.0019767089438189689 0.0010110760621490182 0.0010372604845491741 0.0010591991957837601 0.0018762974846077696 0.001073594515294693
leaf_count=612 330 341 449 360 177 754 177 167 117 343 83
internal_value=0 3.03328e-05 6.49041e-05 0.000102234 0.000163978 0.000363355 0.000591269 -2.67642e-05 0.000160276 -4.49188e-05 0.000909561
internal_weight=0 0.014426 0.0133705 0.0123581 0.0109855 0.0053712 0.00339449 0.00561435 0.00397276 0.0029355 0.00208467
internal_count=3910 3298 2957 2508 2178 1374 620 804 627 460 260
is_linear=0
shrinkage=0.00196078


Tree=4166
num_leaves=10
num_cat=0
split_feature=1 43 16 1 0 16 133 48 12
split_gain=2.05657e-05 4.93366e-05 5.11946e-05 4.04736e-05 5.73697e-05 5.66215e-05 3.416e-05 4.36388e-05 7.93887e-05
threshold=0.10420500000000001 -0.17307499999999998 0.15737500000000001 0.11097000000000001 -0.14808999999999997 0.064860000000000015 0.065880000000000008 0.085760000000000017 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -2 -5 -6 7 8 -3
right_child=3 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.017667191600539801 0.0220434696565182 0.013297344441509649 -0.02446769446363227 -0.019106531804279479 0.024239557618781826 -0.0078486104847629058 0.011675819791778492 -0.024672763920337182 -0.016753790735248339
leaf_weight=0.0010042963438337601 0.0010965382451343141 0.0018390254726861233 0.0012408752347697425 0.0010737347825268439 0.0011637834176607713 0.0010425216533711487 0.0013759332599541201 0.0010070522445801439 0.0016841716100260823
leaf_count=202 206 202 401 107 398 169 912 232 1081
internal_value=0 -0.00308685 -0.00600318 0.0054114 -0.000148809 0.00907728 -0.00212383 -0.00631508 -0.00106781
internal_weight=0 0.00815135 0.00714706 0.00437658 0.00328004 0.00220631 0.00590618 0.00453025 0.0035232
internal_count=3910 3030 2828 880 674 567 2427 1515 1283
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=11
num_cat=0
split_feature=4 156 12 1 42 4 4 4 16 51
split_gain=1.78319e-05 2.58682e-05 3.87483e-05 6.72626e-05 5.60105e-05 3.73716e-05 5.91364e-05 4.08814e-05 3.64373e-05 2.94505e-05
threshold=0.27608500000000008 0.084330000000000016 -0.036459999999999992 0.12263000000000002 0.092145000000000019 -0.0040999999999999986 -0.082054999999999975 -0.23071499999999998 -0.057604999999999996 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 -7
right_child=-2 -3 3 -5 -6 8 -8 -9 -10 -11
leaf_value=-0.017792772297528816 0.0098277313723316526 -0.016126716055370548 -0.0095170792209996434 0.026118763602701951 -0.022018604462059294 -0.0082713084715596834 -0.024664574486992413 0.018191883498484922 0.025344997087705403 0.013971479247290733
leaf_weight=0.0010793879114307748 0.0015783552560981974 0.0010944459605990069 0.0010678069792107725 0.001043181485330745 0.0010831980414852905 0.0011814368462611529 0.0010535890145530178 0.0010620412551625475 0.0010435913968954809 0.0011997857531585985
leaf_count=271 441 495 111 101 561 257 839 534 188 112
internal_value=0 -0.00154436 8.18395e-05 0.00229071 -0.000941062 0.00251388 -0.00528617 0.0042999 0.0097642 0.00293578
internal_weight=0 0.0109085 0.00981402 0.00873463 0.00769145 0.00660825 0.00318344 0.00212985 0.00342481 0.00238122
internal_count=3910 3469 2974 2703 2602 2041 1484 645 557 369
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=12
num_cat=0
split_feature=484 133 40 42 160 484 1 3 13 0 15
split_gain=0.000123845 6.80299e-05 0.00011661 7.70781e-05 7.87698e-05 8.62203e-05 9.9352e-05 0.000107934 9.78126e-05 9.63416e-05 0.000119443
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.099550000000000013 0.087270000000000014 0.092550000000000007 -0.11266 -0.060719999999999989 -0.10071499999999999 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -8 -9 -11
right_child=1 -3 3 4 -6 -7 8 9 -10 10 -12
leaf_value=-0.00065893844597449342 0.00072268882558373221 -0.00044506466757323709 -0.00043892617513562114 0.0009232675615203173 -0.00043106417139052145 -0.00040656463920636649 0.00030566194525533005 0.00059569920366910577 -0.0003539906842005012 -0.00040100510632630612 0.00047230686444532665
leaf_weight=0.0010371144449746504 0.0010064953943144045 0.0010163648024989818 0.0012216404158357256 0.0010807826026904043 0.0010425913209471038 0.001007647392414838 0.0015761374002575168 0.0016297280092806626 0.0019133187209099916 0.0013787235794189075 0.0010689544216773146
leaf_count=612 248 472 333 100 114 282 330 137 332 540 410
internal_value=0 4.33838e-05 8.17902e-05 2.76722e-05 8.09552e-05 0.000136244 0.000199493 0.000372355 -5.6035e-05 0.000226327 -1.96107e-05
internal_weight=0 0.0139424 0.012926 0.0119195 0.0106979 0.00965529 0.00864764 0.00515819 0.00348946 0.00407741 0.00244768
internal_count=3910 3298 2826 2578 2245 2131 1849 1187 662 1087 950
is_linear=0
shrinkage=0.00196078


Tree=4169
num_leaves=10
num_cat=0
split_feature=0 160 43 1 2 2 13 16 2
split_gain=2.08497e-05 3.53843e-05 5.24237e-05 6.49842e-05 6.75085e-05 7.17438e-05 6.59712e-05 4.37041e-05 3.8571e-05
threshold=0.15480500000000005 0.099550000000000013 -0.24333999999999997 0.11797500000000001 0.10836000000000003 0.097360000000000016 -0.084184999999999996 -0.089559999999999987 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -9
right_child=-2 -3 3 -5 -6 -7 7 8 -10
leaf_value=-0.020989007575143142 0.013654116227201011 -0.019165769311838794 -0.020621807793407689 0.022212893937743467 -0.0184600980359199 0.028085315067538155 0.020293307969295665 0.0089258294210811089 -0.015390961316222911
leaf_weight=0.0010315866377016468 0.0010129178413501956 0.0010122449953490096 0.0012664976428159586 0.0014521227009224235 0.0017006017193569225 0.0010332754815754663 0.0013397202174574852 0.0014679361156004918 0.0011739798452604952
leaf_count=185 74 305 698 420 425 341 278 541 643
internal_value=0 -0.00131262 0.000414134 0.00275449 -0.000785473 0.00399968 -0.000742406 0.00558093 -0.00187975
internal_weight=0 0.011478 0.0104657 0.00943413 0.00798201 0.00628141 0.00524813 0.00398164 0.00264192
internal_count=3910 3836 3531 3346 2926 2501 2160 1462 1184
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=12
num_cat=0
split_feature=47 124 16 1 16 51 484 2 3 12 0
split_gain=7.46289e-05 7.66407e-05 8.29996e-05 0.000170195 0.000168716 9.89633e-05 7.78659e-05 9.13675e-05 0.000127815 0.000105457 7.00647e-05
threshold=0.13177500000000003 -0.036134999999999994 -0.09601999999999998 0.085835000000000009 -0.27337499999999998 0.085845000000000019 0.084225000000000008 0.10946500000000002 -0.074234999999999982 0.088285000000000016 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 -4 -10
right_child=-2 2 5 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00051594359095877686 -0.00053530840092646799 -0.00026855401671043615 -0.00043982453422307361 0.00011243231533901549 0.0011217471252192538 -0.0005583697671952461 0.00043463979772935681 0.00041977529883002171 -0.00024130973751336325 0.00030460470379021988 -0.00096043693764849352
leaf_weight=0.0010983858128458994 0.0010020385885640892 0.0018065782705991617 0.0011674115055200157 0.0016122875444089134 0.0010523443211021772 0.001690053967415399 0.0011574083398334552 0.0010124494734245881 0.0010438390286718335 0.0019599351422881265 0.0010397362204053102
leaf_count=312 84 381 709 274 98 353 332 277 65 758 267
internal_value=0 1.78082e-05 -2.25952e-05 0.000196048 0.000511041 -0.000130369 -3.23656e-05 -0.000119218 -0.000223941 2.67157e-05 -0.000600165
internal_weight=0 0.0146404 0.013542 0.00447121 0.00266463 0.00907083 0.00738078 0.00622337 0.00521092 0.00312735 0.00208358
internal_count=3910 3826 3514 753 372 2761 2408 2076 1799 1467 332
is_linear=0
shrinkage=0.00196078


Tree=4171
num_leaves=12
num_cat=0
split_feature=484 474 133 40 42 160 15 15 12 16 48
split_gain=0.000105957 6.98156e-05 6.50198e-05 0.00011282 8.40133e-05 9.39345e-05 9.01049e-05 0.000104439 0.000102044 0.000106815 6.38774e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.10681500000000001 -0.074429999999999982 -0.089744999999999978 0.099550000000000013 -0.095799999999999982 -0.029114999999999999 0.086865000000000012 -0.088144999999999987 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 10 -8 -9 -10 -6
right_child=1 -3 -4 4 5 -7 7 8 9 -11 -12
leaf_value=-0.00060536241290125932 0.0006465969000249962 0.00048613224504884614 -0.00048806366865079907 -0.00052227127168854226 8.973514894675259e-05 -0.00052440233364808679 0.00064488493688253756 -0.00029110255170496628 0.00070973123220448167 -0.00010829103787108059 -0.00049196897983486577
leaf_weight=0.001076832058146667 0.0010453225721263936 0.0011950514350652303 0.0010053837002340872 0.0011780745281630691 0.0015361953304426658 0.0010445314673408505 0.0017098537600299529 0.0017539045062728445 0.0013138156013921044 0.00115168747310013 0.0013757508812380934
leaf_count=612 268 318 452 300 237 99 386 460 148 451 179
internal_value=0 3.24252e-05 -8.91857e-06 3.08633e-05 -2.73119e-05 3.16719e-05 9.73685e-05 0.000236089 7.04299e-05 0.000327616 -0.000185091
internal_weight=0 0.0143096 0.0131145 0.0121091 0.0110638 0.00988574 0.00884121 0.00592926 0.00421941 0.0024655 0.00291195
internal_count=3910 3298 2980 2528 2260 1960 1861 1445 1059 599 416
is_linear=0
shrinkage=0.00196078


Tree=4172
num_leaves=13
num_cat=0
split_feature=484 474 2 1 2 151 16 52 0 16 52 0
split_gain=9.46239e-05 8.88241e-05 9.6094e-05 9.74431e-05 8.0365e-05 7.22146e-05 0.000149233 9.42688e-05 0.000110955 5.85791e-05 4.89036e-05 3.00849e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086545000000000025 0.087480000000000016 0.090050000000000005 -0.0088999999999999982 -0.48509999999999992 -0.081429999999999989 -0.074249999999999997 -0.078844999999999985 0.10433000000000002 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -8 -9 -5 -10 -11
right_child=1 -3 4 9 5 6 7 8 10 11 -12 -13
leaf_value=-0.00058567146222883025 -0.0007040403278074669 0.00054404436729082984 0.00053502916736728726 0.00023601244240117176 -0.00035005685185823473 0.00079547451496696329 0.00047701117221021994 -0.00069290021266346104 -0.00022129070211365697 -0.00051663822375427903 0.00036992214368349182 -4.2086383425447815e-05
leaf_weight=0.0010317298920156136 0.0012730790428049752 0.0011818167276467411 0.0014161631010561424 0.0014217254521639066 0.0015528741652072577 0.0010440937074919108 0.001064175760781359 0.0011275212946468189 0.0011056367850096139 0.0010374475434045012 0.0010475851736096321 0.0010172237689559181
leaf_count=612 565 318 383 305 234 166 309 348 141 290 141 98
internal_value=0 2.92019e-05 -1.72179e-05 -0.000239932 0.00010934 2.24978e-05 0.000129852 -3.00991e-05 -0.000194591 -6.99723e-05 6.63461e-05 -0.000281698
internal_weight=0 0.0142893 0.0131075 0.00474948 0.00835805 0.00694189 0.00538901 0.00434492 0.00328074 0.0034764 0.00215322 0.00205467
internal_count=3910 3298 2980 1258 1722 1339 1105 939 630 693 282 388
is_linear=0
shrinkage=0.00196078


Tree=4173
num_leaves=10
num_cat=0
split_feature=39 13 48 457 51 1 1 16 16
split_gain=1.95608e-05 6.27131e-05 7.89174e-05 6.90617e-05 6.4098e-05 7.29726e-05 9.29492e-05 4.56226e-05 4.14136e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.082870000000000013 0.081825000000000009 0.11198000000000001 0.092550000000000007 -0.091214999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.020877726677878107 0.010439554147611448 -0.016151623537693036 -0.029533162530589352 0.018703280000525804 -0.027441203432084019 0.022213565358624902 -0.030220352538784412 0.018660119638273878 -0.0054746124935068381
leaf_weight=0.0011166831618827444 0.0015395246132786514 0.001081293986462087 0.0010878834113089509 0.0014821953845015473 0.0010815252462595074 0.0011074556718340626 0.0012184882767075 0.0016004942441653078 0.0012792626243757722
leaf_count=161 459 398 140 214 365 187 367 1101 518
internal_value=0 -0.00159169 -0.00411631 -0.000992208 -0.004954 -0.00108562 -0.00606731 0.00136259 0.00793885
internal_weight=0 0.0110553 0.0099386 0.00885072 0.00736852 0.00628699 0.00517954 0.00396105 0.00287976
internal_count=3910 3451 3290 3150 2936 2571 2384 2017 1619
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=13
num_cat=0
split_feature=484 133 0 12 4 2 151 3 4 3 15 0
split_gain=0.000126183 7.39401e-05 9.80806e-05 6.64995e-05 0.000123401 8.72291e-05 0.000109943 9.76313e-05 0.00015956 7.96499e-05 0.000136615 4.2843e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.095295000000000019 0.17888000000000001 0.086545000000000025 -0.0088999999999999982 -0.078884999999999997 -0.00027999999999999998 0.12046500000000002 1.0000000180025095e-35 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 -9 10 11 -8
right_child=1 -3 -4 4 -6 6 9 8 -10 -11 -12 -13
leaf_value=-0.00066606510650545135 -0.00057514207908168624 -0.00045475239308302625 0.00065074127182085167 -0.00073548923389149317 0.00021150884674774295 -0.00014775154156417719 0.0011372727148846119 0.00069947612405803574 -0.0002843570561796388 -3.7534030742697142e-05 3.2991597741535695e-05 0.00058120778057987107
leaf_weight=0.0010411333138097582 0.0012965606265527064 0.0010760091819883933 0.0010641562097865606 0.0011140049721268782 0.0010074577163740259 0.0019970846064503106 0.001059058956248621 0.0010043054526346924 0.0017178817944238345 0.0011607458222127557 0.0012117859006094168 0.0010718475926326156
leaf_count=612 664 472 70 399 103 332 69 157 186 131 262 453
internal_value=0 4.01839e-05 7.90427e-05 3.09144e-05 -0.000285771 9.47816e-05 0.000235172 -0.000132308 7.86117e-05 0.000404983 0.000558647 0.000857572
internal_weight=0 0.0147809 0.0137049 0.0126407 0.00212146 0.0105193 0.00650052 0.00401875 0.00272219 0.00450344 0.00334269 0.00213091
internal_count=3910 3298 2826 2756 502 2254 1247 1007 343 915 784 522
is_linear=0
shrinkage=0.00196078


Tree=4175
num_leaves=10
num_cat=0
split_feature=4 0 12 43 49 1 3 403 42
split_gain=1.9593e-05 2.25477e-05 5.94013e-05 5.6728e-05 4.79455e-05 8.47769e-05 8.47377e-05 3.68636e-05 0.000108626
threshold=0.27608500000000008 -0.017269999999999997 -0.0089849999999999982 -0.079109999999999986 -0.084114999999999981 0.11215000000000001 0.084925000000000014 0.03138500000000001 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 7 8 -6
right_child=-2 3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.025269814110508611 0.010280989787077446 0.024867542186164892 -0.020827694878219179 -0.0066002855884277406 -0.029677860215507987 -0.021502039311477358 0.02657863506328443 0.015346348768075556 0.011293872592956297
leaf_weight=0.0011363402610879364 0.001584834344108779 0.0010160453773720643 0.0010270139827565907 0.0013134418015165799 0.0011676175290107279 0.0012072414539001236 0.0016612026721682382 0.0010316329848058092 0.001451531854314211
leaf_count=275 441 111 175 234 777 174 118 356 1249
internal_value=0 -0.00161103 -0.00395485 0.00712494 -0.000745161 0.00241856 0.00785494 -0.000664837 -0.00697134
internal_weight=0 0.0110121 0.00868258 0.00232949 0.00754624 0.00651923 0.00531199 0.00365078 0.00261915
internal_count=3910 3469 3124 345 2849 2674 2500 2382 2026
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=12
num_cat=0
split_feature=484 133 40 42 160 484 15 48 0 1 3
split_gain=0.000108818 7.40572e-05 0.000117808 8.15961e-05 7.58571e-05 7.11081e-05 0.000102888 9.75341e-05 8.35515e-05 0.00010401 7.98552e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.099550000000000013 0.087270000000000014 -0.095799999999999982 0.091065000000000021 -0.10071499999999999 0.088495000000000018 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -8 10 -10
right_child=1 -3 3 4 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00061665014025245087 0.00071992568922164422 -0.00046424778876878129 -0.00044590410998912345 0.00022964210016487624 -0.00042017951831857878 -0.00036289314098657792 0.00066063394851737704 -0.00051935662311542049 0.00067179128043661277 -0.00029831072318510781 2.1067561907030572e-05
leaf_weight=0.0010491393296361345 0.0010133172631255688 0.0010469122555593078 0.0012718106712602201 0.0013831199796951179 0.0010571400074388402 0.0010004525162979347 0.001974081807834943 0.001293582627680004 0.0015878605182707824 0.0012652864839818715 0.0013343431118340509
leaf_count=612 248 472 333 273 114 282 228 131 357 419 441
internal_value=0 3.77038e-05 7.75717e-05 2.40769e-05 7.8935e-05 0.000132563 0.000188647 -0.00013233 0.000328085 0.000171314 0.000374656
internal_weight=0 0.0142279 0.013181 0.0121677 0.0108959 0.00983873 0.00883827 0.0026767 0.00616157 0.00418749 0.0029222
internal_count=3910 3298 2826 2578 2245 2131 1849 404 1445 1217 798
is_linear=0
shrinkage=0.00196078


Tree=4177
num_leaves=12
num_cat=0
split_feature=133 13 484 15 2 4 4 15 16 47 2
split_gain=7.33303e-05 0.000117151 6.85616e-05 7.44292e-05 7.34607e-05 8.52719e-05 6.31038e-05 9.30816e-05 0.00010418 6.22059e-05 4.93992e-05
threshold=0.10681500000000001 -0.26418499999999995 -1.0000000180025095e-35 -0.16430499999999995 0.10393500000000001 0.15927500000000003 0.00046500000000000008 -0.063364999999999991 -0.008069999999999999 0.092255000000000018 0.11542500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 -8 -6
right_child=-2 2 3 4 10 -7 9 8 -10 -11 -12
leaf_value=0.00059555585529384703 -0.00051420422249147174 -0.0005258305678511484 0.000472531194067774 0.00059792161232330129 -0.00065971994114812007 0.00054015151737066801 -0.00057376299373890617 -0.00039847278023825609 0.00030019995740646462 4.8932955457697598e-05 -7.0864660287385224e-05
leaf_weight=0.0012500675328807912 0.0010503158917725486 0.0010025790092760859 0.001192450854175092 0.0010899330458432168 0.001088119725167033 0.0011335598390120197 0.0013525749188855844 0.0017103513964679524 0.0015771901131018729 0.0011338380075190807 0.0011028778795707608
leaf_count=181 545 544 303 261 264 100 201 849 366 67 229
internal_value=0 2.34801e-05 -3.4269e-05 9.03426e-06 -4.52132e-05 4.1933e-05 -4.0347e-05 0.000101346 -6.32862e-05 -0.000289805 -0.000363309
internal_weight=0 0.0136335 0.0123835 0.0113809 0.0101884 0.00799745 0.00686389 0.00437747 0.00328754 0.00248641 0.002191
internal_count=3910 3365 3184 2640 2337 1844 1744 1476 1215 268 493
is_linear=0
shrinkage=0.00196078


Tree=4178
num_leaves=12
num_cat=0
split_feature=484 133 40 42 160 2 1 4 4 4 16
split_gain=0.000106672 5.71601e-05 6.78506e-05 6.73439e-05 7.56054e-05 6.87349e-05 0.000111441 7.86828e-05 0.000120236 0.000120209 7.92921e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.074429999999999982 -0.089744999999999978 0.099550000000000013 0.10796500000000002 0.11198000000000001 0.074650000000000008 -1.0000000180025095e-35 -0.034289999999999994 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 9 10 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00062339239526176002 0.00054973047380589156 -0.000412895405342265 -0.00040793396292287026 -0.00023630932859364337 -0.00042598546614794184 -0.00060486176275626456 0.00023289679464272883 0.00061159997768257628 -0.00034520630280177842 0.00085214213515081639 0.0004221870661384565
leaf_weight=0.0010133803045643047 0.0010457363875368041 0.0010123095525220007 0.0012182875259448547 0.0014317456543915543 0.0010289960758835962 0.0011211862700422006 0.0013402054232682183 0.0016169682076339455 0.0015389942251499873 0.0010975381070839388 0.0013813354068573864
leaf_count=612 286 472 325 600 114 235 234 209 239 311 273
internal_value=0 3.56615e-05 7.10783e-05 2.85702e-05 7.89433e-05 0.000133474 -0.00014871 0.000231763 0.000119061 0.000301769 8.70388e-05
internal_weight=0 0.0138333 0.012821 0.0117753 0.010557 0.00952797 0.00246139 0.00706658 0.00544961 0.00391062 0.00281308
internal_count=3910 3298 2826 2540 2215 2101 469 1632 1423 1184 873
is_linear=0
shrinkage=0.00196078


Tree=4179
num_leaves=10
num_cat=0
split_feature=39 13 48 51 457 1 1 13 13
split_gain=2.02489e-05 5.65815e-05 6.27622e-05 6.77218e-05 9.93773e-05 7.54456e-05 6.89842e-05 3.45486e-05 4.60805e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.089355000000000004 0.082870000000000013 0.11198000000000001 0.092550000000000007 -0.017604999999999999 0.0024700000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.019635369397075775 0.010586280066940994 -0.013202654246514366 -0.02666720130097136 -0.025491537217925478 0.029196572020345282 0.021023709936813576 -0.028292153572467373 0.016049112367262249 -0.010089803104339615
leaf_weight=0.0011257125775516992 0.0015486458313263849 0.0016117442250970808 0.0010895921293685761 0.0010196507415082901 0.0011404526105677909 0.0011165333735555167 0.001236950201878949 0.0016251804083656546 0.0011528714011243648
leaf_count=161 459 1255 140 335 190 187 369 481 333
internal_value=0 -0.0016188 -0.00401309 -0.00124069 0.00189582 -0.0027214 -0.00743322 -0.00155562 0.00520165
internal_weight=0 0.0111187 0.00999298 0.00890338 0.00788373 0.00674328 0.00562675 0.0043898 0.00277805
internal_count=3910 3451 3290 3150 2815 2625 2438 2069 814
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=10
num_cat=0
split_feature=2 4 133 15 52 160 1 52 3
split_gain=2.18089e-05 5.73385e-05 6.15747e-05 5.47746e-05 6.88752e-05 7.36434e-05 8.3277e-05 3.69717e-05 9.88213e-05
threshold=0.10946500000000002 0.15927500000000003 0.090085000000000012 0.035895000000000003 0.071660000000000015 -0.026849999999999995 0.095575000000000007 1.0000000180025095e-35 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -2
right_child=7 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.019807920832088662 0.020471566400357175 0.014606045952805929 -0.028579313070610235 -0.01842455160216494 0.02484193976288944 -0.023774864133805584 0.01146887568730378 0.022288461509349947 -0.021980123949117525
leaf_weight=0.001006644800127431 0.0011117833934823386 0.0016102575619275665 0.0010555679537951239 0.0016479151460315694 0.0010892163982651071 0.0019265290536171768 0.0010282925204276837 0.0010585747558089038 0.0010820347083900627
leaf_count=370 360 297 580 948 248 477 223 250 157
internal_value=0 -0.00256522 -0.00613107 -0.00259366 0.00257157 -0.00355173 -0.0115099 0.00693972 -0.000466451
internal_weight=0 0.00936442 0.00775417 0.0066986 0.00505068 0.00396147 0.00295482 0.00325239 0.00219382
internal_count=3910 3143 2846 2266 1318 1070 700 767 517
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=13
num_cat=0
split_feature=484 133 52 16 159 160 42 2 151 2 15 4
split_gain=0.000102492 7.74055e-05 7.1533e-05 0.000101625 8.63449e-05 8.18623e-05 7.87525e-05 9.33872e-05 0.000163711 0.000105892 8.41576e-05 3.90194e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 0.22945500000000005 0.08764000000000001 -0.080184999999999992 -1.0000000180025095e-35 0.090815000000000021 -0.0080899999999999982 0.086545000000000025 -0.03231499999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 9 -9 11 -10 -8
right_child=1 -3 3 -5 -6 6 7 8 10 -11 -12 -13
leaf_value=-0.00061355788273359849 -0.00041636857338436329 -0.00049403322719621405 -0.00050938124208670056 0.00063350595411163033 0.00053302730950177918 -0.00039973677480179513 -9.2279958343246857e-05 -0.00074218649551266501 0.00057434111175103271 0.00085747938065518865 -0.00017306610273499644 0.00041004146911188176
leaf_weight=0.0010164908454143385 0.0010573244339263351 0.0010000569087062006 0.0011244636491739854 0.0012984755288889061 0.0012630470525469917 0.0012406920907380905 0.0013548369849725522 0.0010431915369224589 0.0011357672876808186 0.0011206524946754462 0.0011820073917474939 0.0010594442801710891
leaf_count=612 340 472 474 130 332 567 349 136 149 106 129 114
internal_value=0 3.14583e-05 7.22599e-05 0.000115959 5.21038e-05 -1.34858e-05 5.50461e-05 0.000136869 -9.71418e-05 0.000359364 0.000193182 0.000128151
internal_weight=0 0.01388 0.0128799 0.0118226 0.0105241 0.00926106 0.00813659 0.0068959 0.00336097 0.00353493 0.00231777 0.00241428
internal_count=3910 3298 2826 2486 2356 2024 1550 983 414 569 278 463
is_linear=0
shrinkage=0.00196078


Tree=4182
num_leaves=8
num_cat=0
split_feature=12 0 42 160 43 2 13
split_gain=2.06994e-05 2.94506e-05 6.35804e-05 3.85479e-05 8.57837e-05 5.23042e-05 7.92104e-05
threshold=0.10700500000000002 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 -0.014114999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.020665255495094553 -0.013019386734789924 0.012617277298405517 -0.010420244801458667 0.023899250376376031 -0.031002018541929771 0.012549365651877553 0.0035037398127460194
leaf_weight=0.0014136404341117863 0.0011313263557722027 0.0018760942002665178 0.0018448263255677342 0.00188297215648242 0.0010869033311970478 0.0016526950454885817 0.0017149721654046682
leaf_count=861 355 384 879 495 535 293 108
internal_value=0 0.00115837 -0.00108194 0.00230141 0.00600462 -0.00155955 -0.00988173
internal_weight=0 0.0114721 0.00959601 0.00818237 0.00633754 0.00445457 0.00280188
internal_count=3910 3555 3171 2310 1431 936 643
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=12
num_cat=0
split_feature=484 133 52 16 474 13 16 15 0 42 1
split_gain=0.000105464 7.04119e-05 7.11341e-05 0.000115585 8.58521e-05 8.02398e-05 8.89118e-05 9.92669e-05 9.88212e-05 6.44806e-05 6.62905e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 0.18936500000000003 0.084145000000000011 -0.010739999999999998 -0.055679999999999993 -0.03231499999999999 -0.19631499999999999 0.084100000000000022 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 7 8 -7 -4 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00061878508641524405 -0.00041511895189749585 -0.00045782419820780717 0.00049375975473746521 0.00061931731102835648 0.00058441141044449649 -0.0001438012642825399 -0.00060496804501488125 -0.00052714261536583411 0.00057521365222466521 -0.00033999707289722063 0.00033328167326164473
leaf_weight=0.0010284884245098389 0.0010619216068551958 0.0010453722049327758 0.0016376271878916233 0.0015211485374522224 0.0010079511173727478 0.0017540217577835526 0.0013612628635285527 0.0011151035548440163 0.0012648727283530318 0.0011739028022749742 0.0010790482861507452
leaf_count=612 340 472 543 149 236 97 245 311 188 442 275
internal_value=0 3.17219e-05 7.11581e-05 0.000114498 4.06164e-05 -1.77821e-05 -0.000170328 -2.72078e-05 0.000157455 0.000197682 -1.7531e-05
internal_weight=0 0.0140222 0.0129769 0.0119149 0.0103938 0.00938584 0.00549526 0.004134 0.00301889 0.00389058 0.00225295
internal_count=3910 3298 2826 2486 2337 2101 841 596 285 1260 717
is_linear=0
shrinkage=0.00196078


Tree=4184
num_leaves=13
num_cat=0
split_feature=484 474 49 151 49 151 42 42 47 403 12 4
split_gain=0.000116223 8.01769e-05 0.000114378 0.000156272 0.00010796 0.000142412 0.0001087 8.72139e-05 0.000118014 7.12621e-05 5.57571e-05 0.00012186
threshold=-0.0043499999999999988 0.084655000000000022 -0.14917999999999998 0.056555000000000001 -0.047309999999999998 -0.03268999999999999 0.092395000000000019 0.08622500000000001 0.09550500000000002 0.03138500000000001 0.085775000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 10 11 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00063883940707746255 0.00060282098274550911 0.00051066284083717967 0.00051618131300470288 -0.00081403144109524019 -0.00073716874221207355 0.00042663508654524371 -0.00045695002240540313 0.00064476260898912725 0.00053070831273101542 0.00033568709629788019 -0.00055813027993100589 -0.00046378976072059176
leaf_weight=0.001088207866579617 0.001049815602401776 0.0012014251929182698 0.001343105619023178 0.0010007967128299643 0.0011125371572125618 0.0010713639623272577 0.0015869580539617581 0.0010082330590840318 0.0013691861940501454 0.0010292242983539531 0.001392388692274516 0.0013177121326339856
leaf_count=612 105 318 241 115 218 221 562 333 115 219 674 177
internal_value=0 2.55963e-05 -1.82827e-05 -7.15913e-05 -5.43061e-06 -7.6285e-05 7.50445e-06 0.000110045 2.28065e-05 -0.000121749 -0.000246252 -6.44852e-05
internal_weight=0 0.0144827 0.0132813 0.0122315 0.0112307 0.0098876 0.00877507 0.00718811 0.00617988 0.00481069 0.00378146 0.00238908
internal_count=3910 3298 2980 2875 2760 2519 2301 1739 1406 1291 1072 398
is_linear=0
shrinkage=0.00196078


Tree=4185
num_leaves=12
num_cat=0
split_feature=484 457 4 16 2 48 15 3 4 3 1
split_gain=8.25911e-05 7.35123e-05 7.59735e-05 6.01251e-05 0.000112365 0.000104881 7.2265e-05 0.000150146 8.13179e-05 6.14183e-05 3.00179e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.094359999999999986 0.097135000000000013 0.084795000000000023 -0.017214999999999998 0.10666500000000002 -0.076329999999999995 -0.089974999999999986 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 8 9 -8 -4
right_child=1 2 10 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00052975342121893278 -0.00047157806669169693 5.8529783889577227e-05 0.00016742497248451368 -0.00039034737471697819 -0.00074228246133770494 0.0005010431368963886 -0.00022245105719370748 0.0007399517537420889 -0.00056644408769413812 0.00034393133732468556 0.00062857377297689723
leaf_weight=0.0010710987937260644 0.0010265385700001803 0.0018363772735165212 0.0010384903547615907 0.0015784772165423795 0.0010639303884098575 0.0018755522857736339 0.0013867090207369834 0.0010761493577690073 0.0010092079798438452 0.0015689349214680767 0.0011367378936049627
leaf_count=612 197 291 148 418 113 351 356 58 457 591 318
internal_value=0 3.43488e-05 7.26194e-05 8.52048e-06 -0.000235235 9.17416e-05 -2.42292e-05 9.04125e-05 -8.58869e-05 7.81999e-05 0.000408414
internal_weight=0 0.0145971 0.0135706 0.0113953 0.00290031 0.00849503 0.00661948 0.005041 0.00396485 0.00295564 0.00217523
internal_count=3910 3298 3101 2635 404 2231 1880 1462 1404 947 466
is_linear=0
shrinkage=0.00196078


Tree=4186
num_leaves=10
num_cat=0
split_feature=1 4 15 16 16 12 3 2 4
split_gain=1.96557e-05 4.61693e-05 4.12095e-05 4.00373e-05 5.79067e-05 5.72065e-05 0.000121183 8.23383e-05 2.96203e-05
threshold=0.085835000000000009 -0.15796999999999997 -1.0000000180025095e-35 -0.09601999999999998 -0.27337499999999998 0.088375000000000023 0.076695000000000013 0.10433000000000002 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -5 -8 -4
right_child=3 2 8 5 -6 -7 7 -9 -10
leaf_value=0.0080485552868706459 0.00098627396233243181 -0.026403811666849259 -0.014313240942123452 0.025957428427595006 0.031095662453702429 -0.023023104550414401 -0.029765939309424588 0.00814611877726284 0.0088988228193064046
leaf_weight=0.0018207656989464613 0.0016015988488800052 0.001220245484983117 0.0011809593731343304 0.0014617761586868611 0.0010624686236400829 0.0010421452221228179 0.0011506820000602158 0.0011407931561554438 0.001028537688499902
leaf_count=146 372 1018 865 370 136 582 107 143 171
internal_value=0 -0.00482147 -0.0116539 0.00316514 0.0129943 -0.00229544 0.0034599 -0.0108917 -0.00350785
internal_weight=0 0.00525051 0.00342974 0.00745946 0.00266407 0.0047954 0.00375325 0.00229148 0.0022095
internal_count=3910 2200 2054 1710 508 1202 620 250 1036
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=11
num_cat=0
split_feature=52 403 52 4 4 1 12 2 3 457
split_gain=2.03782e-05 4.47113e-05 4.77434e-05 7.08289e-05 0.000122546 7.69003e-05 5.94535e-05 8.02147e-05 0.000126796 6.54714e-05
threshold=0.16064500000000001 0.087440000000000004 0.10433000000000002 -0.34687499999999999 -0.082509999999999986 1.0000000180025095e-35 0.096210000000000004 1.0000000180025095e-35 0.088060000000000013 0.041935000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -9 -10
right_child=-2 -3 -4 4 5 6 -8 8 9 -11
leaf_value=-0.024024611348908285 -0.01308411807007772 -0.019038732347803025 0.023687988217375788 0.032405760897061035 -0.020723586466045038 -0.020539421921162235 0.025953920600499114 0.037158341465715942 -0.021246540514545432 0.013365911559872729
leaf_weight=0.0010222175894600031 0.0011067808562450843 0.0010046065843299585 0.0010123315713394974 0.0012761500886761803 0.0015781735596056348 0.0014050596674445156 0.0010311451611090747 0.0010241282011936971 0.001195990761904399 0.0010063266467791876
leaf_count=232 475 328 219 490 1040 444 213 233 158 78
internal_value=0 0.00111995 0.00303926 0.000847942 0.00383318 -0.00120256 0.00423792 -0.000596869 0.00808776 -0.00543073
internal_weight=0 0.0115561 0.0105515 0.00953919 0.00851697 0.00724082 0.00566265 0.00463151 0.00322645 0.00220232
internal_count=3910 3435 3107 2888 2656 2166 1126 913 469 236
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=11
num_cat=0
split_feature=12 13 39 48 0 16 16 160 1 15
split_gain=2.21831e-05 3.06296e-05 3.47114e-05 5.94869e-05 5.96304e-05 6.63584e-05 6.67169e-05 4.70651e-05 3.96255e-05 2.95039e-05
threshold=0.10852500000000001 -0.23438999999999996 0.005105000000000001 0.11119000000000002 -0.053834999999999994 0.0063350000000000012 -0.083144999999999983 0.084100000000000022 0.076710000000000014 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -8
right_child=-2 2 -4 -5 -6 -7 9 -9 -10 -11
leaf_value=0.017299019417174329 -0.014117078044404655 0.0011795421329451547 0.015173539323902816 -0.024900272104472959 -0.017149049234072844 0.026942157428274216 -0.0024370539638420715 -0.010009497317601992 0.02659165234775145 -0.026704522080733553
leaf_weight=0.0010661301670438156 0.0010371498747376142 0.0010779045923094751 0.0012465130872013784 0.0010594246789395181 0.001582943408765229 0.001095240289139268 0.0010027180300546217 0.0010011380433791323 0.0014245639886422135 0.0010012521287627169
leaf_count=196 319 509 387 131 365 422 203 105 272 1001
internal_value=0 0.00114984 -0.000491185 -0.00260323 0.000282513 0.00446151 -9.00248e-06 0.00831488 0.0156457 -0.0145619
internal_weight=0 0.0115578 0.0104917 0.00924519 0.00818576 0.00660282 0.00550758 0.00350361 0.00250247 0.00200397
internal_count=3910 3591 3395 3008 2877 2512 2090 886 781 1204
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=13
num_cat=0
split_feature=484 42 15 43 16 16 49 52 52 2 49 4
split_gain=8.86308e-05 8.25081e-05 9.76504e-05 0.00011148 0.000139553 0.000130638 8.73791e-05 8.42814e-05 7.50167e-05 0.000139497 0.000114067 8.29269e-05
threshold=-0.0043499999999999988 0.10269500000000001 -0.106555 0.12512500000000001 -0.19424999999999998 0.3935300000000001 0.082865000000000008 0.096170000000000019 -0.068164999999999989 0.086915000000000006 -0.047894999999999993 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 7 -2 8 10 11 -6 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00055419716183537559 0.00071032939805163928 -0.00049592775415452611 -0.00062951719636213023 0.00055782417529006627 0.00066365697832015003 -0.00059612805038948427 -1.4607510315560289e-05 0.00063037242463893949 0.00047456701237157226 -0.00072018003064621685 -0.00011838807325498703 -0.00028994604482786187
leaf_weight=0.0010876738084842482 0.0015266156752204395 0.0010807499492544873 0.0015126209413132601 0.0011737582879030603 0.0013920669477681911 0.0011520387775281991 0.0010997416174647319 0.0010431003458649139 0.0011763724918500322 0.0011621250194243302 0.0014787884723776947 0.0010171384681527773
leaf_count=612 274 402 180 157 174 258 230 373 444 350 299 157
internal_value=0 2.5708e-05 6.67553e-05 -1.36383e-05 -8.11581e-05 1.73335e-05 0.000406775 0.000114551 2.81374e-05 -0.000170932 0.000260823 0.00012006
internal_weight=0 0.0148151 0.0137344 0.011108 0.00993425 0.00842163 0.00262636 0.00726959 0.00622649 0.00335564 0.00287086 0.00219351
internal_count=3910 3298 2896 2392 2235 2055 504 1797 1424 951 473 601
is_linear=0
shrinkage=0.00196078


Tree=4190
num_leaves=12
num_cat=0
split_feature=484 15 129 43 133 3 52 1 1 49 0
split_gain=7.99055e-05 6.32263e-05 5.60806e-05 6.37591e-05 9.31088e-05 0.000114878 0.000120622 9.96313e-05 5.17214e-05 4.60311e-05 4.23076e-05
threshold=-0.0043499999999999988 -0.106555 0.0041150000000000006 0.12512500000000001 0.087330000000000019 -0.100615 -0.068164999999999989 0.087545000000000026 0.096230000000000024 0.082865000000000008 -0.089539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 -3 10 -8 -9 -2 -7
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00054934690210626689 0.00050527118930420269 0.00039574642819787385 0.00039773033326312272 0.00036100250216016748 -0.00067175914480767883 0.00033674139578943247 -0.00091827845744494035 9.2532017329142652e-05 -0.00048755585007838315 -2.7468774045839572e-05 -0.00015304261355979907
leaf_weight=0.0010034711628928586 0.0016001993626465704 0.0016460424336090882 0.0010176119362706052 0.0010966189703823298 0.0011088633129588349 0.0015313509328965247 0.0010983236836450807 0.001157505004823459 0.0012072966324661871 0.0010216978418471092 0.0012168801908351594
leaf_count=612 336 271 266 166 622 133 604 182 200 247 271
internal_value=0 2.38617e-05 -4.09284e-05 -8.52879e-05 -0.000139871 -6.48096e-05 -0.000186859 -0.000430272 -0.000203619 0.000297674 0.000119872
internal_weight=0 0.0137024 0.0110805 0.0100629 0.00896626 0.0078574 0.00621136 0.00346313 0.0023648 0.0026219 0.00274823
internal_count=3910 3298 2715 2449 2283 1661 1390 986 382 583 404
is_linear=0
shrinkage=0.00196078


Tree=4191
num_leaves=10
num_cat=0
split_feature=150 16 52 0 160 13 47 2 2
split_gain=1.91134e-05 9.6523e-05 5.05722e-05 8.77304e-05 5.18917e-05 7.89093e-05 5.1272e-05 7.02954e-05 6.29645e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.068164999999999989 -0.11756999999999999 0.08234000000000001 -0.0010249999999999997 0.084695000000000006 0.085155000000000022 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -5 -9
right_child=1 2 3 6 -6 -7 -8 8 -10
leaf_value=-0.013194852648227885 0.025448613039327012 0.016250479996619768 -0.029991581189182367 -0.02846693652215615 0.02175835641860125 -0.021150367003123581 0.016485381549958017 0.019082626524948711 -0.011355463041276969
leaf_weight=0.0010272452517495105 0.0014213996474941358 0.0011243922051550259 0.0013866700605721051 0.0011100063940881464 0.0014447908827421498 0.0011320832230888407 0.0011965096919288954 0.0011614131969864797 0.0016382476615617271
leaf_count=169 311 410 208 802 310 306 244 690 460
internal_value=0 0.00103608 -0.00236784 -0.00768573 0.00696092 -0.00251368 -0.00162819 -0.00717164 0.00127149
internal_weight=0 0.0116155 0.0101941 0.00649285 0.00370127 0.00225648 0.00510618 0.00390967 0.00279966
internal_count=3910 3741 3430 2404 1026 716 2196 1952 1150
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=10
num_cat=0
split_feature=474 160 133 151 4 42 4 16 52
split_gain=1.9844e-05 5.75751e-05 7.24397e-05 4.07065e-05 7.90956e-05 5.30207e-05 6.56271e-05 7.81517e-05 7.40467e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 0.24280000000000004 0.088235000000000022 -0.038174999999999994 0.0015250000000000001 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10
leaf_value=-0.018264526961547258 0.013327953964242021 -0.018792803632229006 -0.0090429910016095287 0.031411499392858248 0.034584207071831623 0.020596943604733225 0.0067649253768619355 -0.0075656360761543811 -0.029574042770599263
leaf_weight=0.0017028268285392686 0.0010107559416104349 0.0014750818472750614 0.0016133138798530991 0.0010066197701628847 0.001000927447762796 0.0014625825275411779 0.0010218060688303374 0.0010520667059804121 0.001242696917748021
leaf_count=927 424 843 333 262 227 420 142 171 161
internal_value=0 -0.00128258 0.00164572 0.00523482 0.0086289 0.00413868 -0.00142933 0.0114927 -0.0131769
internal_weight=0 0.0115779 0.0098751 0.00840001 0.0067867 0.00578577 0.00432319 0.00205869 0.0022645
internal_count=3910 3486 2559 1716 1383 1156 736 433 303
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=12
num_cat=0
split_feature=484 42 15 43 16 16 1 0 0 49 0
split_gain=9.08632e-05 8.08129e-05 7.2068e-05 0.000104609 0.000101475 9.30036e-05 9.8205e-05 0.000107293 0.000106649 8.22147e-05 5.83917e-05
threshold=-0.0043499999999999988 0.10217500000000002 -0.106555 0.12512500000000001 -0.19424999999999998 0.3935300000000001 0.095575000000000007 -0.077944999999999987 -0.11756999999999999 0.082865000000000008 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 7 8 -6 -2 -10
right_child=1 -3 3 -5 5 -7 -8 -9 10 -11 -12
leaf_value=-0.00057963673183903275 0.00065989123028872007 -0.00050526833583353352 -0.00055391212478045826 0.00055750202804982307 0.00018082147350252238 -0.00049759469109615271 0.00053880216051935801 0.00036565350575412339 -0.00084206997683758703 -6.5853226638709584e-05 -0.00017799371147510069
leaf_weight=0.0010201108805246535 0.0014903640496177 0.001019372393149324 0.0014202020909318295 0.0011418306826292543 0.0014546436439873325 0.0011628467208371117 0.0015356655193443768 0.0017908655898020171 0.0010314219469405462 0.0010046797753002739 0.0010051843475178584
leaf_count=612 269 413 180 157 102 257 291 311 531 227 560
internal_value=0 2.64195e-05 6.79903e-05 -2.92901e-06 -7.09993e-05 1.4938e-05 0.000102356 -2.45316e-05 -0.00022468 0.000367656 -0.000514309
internal_weight=0 0.0140571 0.0130377 0.0105427 0.00940083 0.00798063 0.00681778 0.00528212 0.00349125 0.00249504 0.00203661
internal_count=3910 3298 2885 2389 2232 2052 1795 1504 1193 496 1091
is_linear=0
shrinkage=0.00196078


Tree=4194
num_leaves=10
num_cat=0
split_feature=133 52 13 13 0 1 49 3 12
split_gain=2.21488e-05 3.86949e-05 7.30874e-05 4.95991e-05 5.88433e-05 0.000120611 4.88632e-05 0.000104217 2.98668e-05
threshold=-0.088019999999999987 0.11401500000000002 -0.083514999999999992 -0.014114999999999997 -0.017269999999999997 0.11183500000000002 -0.065249999999999989 0.082730000000000012 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 -5 -8 -2
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=0.011709719133356439 0.025831482689440834 -0.015970899394565408 -0.023153174751471078 -0.014523751609492342 0.020172793634973804 -0.032231757760814904 -0.0052942859731117866 0.035930256769260947 0.0038095950568576746
leaf_weight=0.0014082190977639823 0.0013259796663255838 0.0016042495999524205 0.0011714740936476899 0.0010236479422994064 0.001105529120637932 0.0012435321922672563 0.0015194110091511317 0.0010282334541410199 0.0011499622204866732
leaf_count=574 653 580 708 109 270 135 632 99 150
internal_value=0 -0.00159846 0.000811395 -0.00435285 -0.000632788 -0.00540995 0.00392947 0.011344 0.0156033
internal_weight=0 0.011172 0.00956777 0.00709183 0.00592035 0.00481482 0.00357129 0.00254764 0.00247594
internal_count=3910 3336 2756 1953 1245 975 840 731 803
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=9
num_cat=0
split_feature=1 43 13 150 16 16 15 16
split_gain=2.09605e-05 4.21758e-05 7.45698e-05 3.48162e-05 3.47779e-05 4.58241e-05 6.26644e-05 1.7351e-05
threshold=0.085990000000000011 0.013605000000000001 -1.0000000180025095e-35 0.077110000000000012 -0.30307999999999996 -0.055679999999999993 -0.017214999999999998 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 7 -7 -6
right_child=3 -3 -4 -5 5 6 -8 -9
leaf_value=-0.024562300302269371 -0.016566436623165055 0.0088855838814152262 0.0039932062713973855 0.015750425729203706 0.0051946965044872588 -0.019102856370590855 0.013174809134089036 0.023715529204384255
leaf_weight=0.0018967656636271655 0.0010837851838461799 0.0015496612570057426 0.0017659068756868213 0.0017300820969705045 0.0010011098431676716 0.001451610163289602 0.0010270192020884435 0.0010224314114233588
leaf_count=1380 249 397 432 348 169 299 366 270
internal_value=0 -0.00494359 -0.0107947 0.00335481 -0.00048436 0.003387 -0.00572862 0.0145527
internal_weight=0 0.00521233 0.00366267 0.00731604 0.00558596 0.00450217 0.00247863 0.00202354
internal_count=3910 2209 1812 1701 1353 1104 665 439
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=9
num_cat=0
split_feature=4 42 47 133 160 51 12 4
split_gain=2.13844e-05 2.8744e-05 3.92489e-05 6.28806e-05 8.2265e-05 4.84953e-05 4.9662e-05 3.07034e-05
threshold=0.27608500000000008 0.092145000000000019 0.09550500000000002 0.065880000000000008 -0.025614999999999995 0.077145000000000005 0.086865000000000012 -0.08070999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5
right_child=-2 -3 -4 7 5 -7 -8 -9
leaf_value=0.014284783475023145 0.010901488114005096 -0.013712850284115168 0.017082402246191095 0.025557255557116017 -0.03433191617827798 -0.00012177886724317095 -0.0082134317575143431 0.0012086984653416619
leaf_weight=0.0013673222366275212 0.001550718291489 0.0016724103491984705 0.0012408927382486527 0.0010018320868460393 0.0014772963977526057 0.0016788438787960023 0.0014352867018227022 0.001072121969563888
leaf_count=421 441 700 244 211 444 216 615 618
internal_value=0 -0.00164587 0.0005303 -0.00202667 -0.00724642 -0.0136584 -0.021461 0.0129704
internal_weight=0 0.010946 0.0092736 0.0080327 0.00595875 0.00459143 0.00291258 0.00207395
internal_count=3910 3469 2769 2525 1696 1275 1059 829
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=10
num_cat=0
split_feature=11 48 42 51 13 16 133 2 1
split_gain=2.05913e-05 3.33881e-05 4.56786e-05 6.33238e-05 5.77015e-05 5.24662e-05 0.000104278 4.82984e-05 4.95495e-05
threshold=0.079700000000000007 0.09227500000000001 0.086325000000000013 0.085845000000000019 -0.062819999999999987 0.15737500000000001 0.065880000000000008 0.089785000000000018 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.021767771602944054 -0.0137748165294376 0.013351183870208975 -0.026806756783176323 -0.020489879440594182 0.0046721970888774847 -0.010387057250028841 0.039787003694737838 0.017362577120311327 0.0082626094557145691
leaf_weight=0.0010265823082903237 0.0010092426966560276 0.0018691139765249559 0.0013553947158626181 0.0010118116918192178 0.0010208914583600694 0.0014195317453415332 0.0010243853527539589 0.0015431316642575943 0.0011821151480963569
leaf_count=479 254 415 1046 215 218 226 497 383 177
internal_value=0 0.00112506 -0.00125938 0.0027047 -0.0132829 0.00649254 0.0115093 0.00378847 -0.00569524
internal_weight=0 0.011453 0.00958384 0.00720756 0.00237629 0.00619575 0.00477621 0.00375183 0.0022087
internal_count=3910 3656 3241 1977 1264 1762 1536 1039 656
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=13
num_cat=0
split_feature=484 133 52 16 474 160 43 133 151 1 0 13
split_gain=9.81669e-05 0.000102672 8.30817e-05 8.8748e-05 9.29858e-05 9.43092e-05 8.54274e-05 0.000133239 0.000117096 0.000112955 6.88694e-05 5.13566e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 0.20277000000000003 0.084655000000000022 -0.080184999999999992 -0.092484999999999984 0.083815000000000014 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 -10 -12
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 11 -13
leaf_value=-0.00059357732094627853 -0.00044003160358433747 -0.00055940926724843548 -0.00053637988445410633 0.00056410887962883083 0.00060707770633376755 -0.00037475515899959696 -0.00050745579763381075 0.00076712267370137926 -0.0004088928736394975 0.00058508436510271004 -0.00013636649567850707 0.00048895653018335026
leaf_weight=0.0010975353642547264 0.001161170891762031 0.001107996645524475 0.0011579957527417415 0.0014510342867968323 0.0010351097640809446 0.0014534827927868404 0.0012340396452279884 0.0011226099735124574 0.0012341557771925003 0.0016559966815248555 0.0010012127158468263 0.0010187345526331917
leaf_count=612 340 472 482 141 218 235 189 171 126 208 599 117
internal_value=0 1.44283e-05 6.14364e-05 0.000108531 4.7957e-05 -1.06316e-05 5.91847e-05 0.000145981 3.24903e-05 0.000168193 -4.39606e-05 0.000179007
internal_weight=0 0.0146335 0.0135255 0.0123644 0.0109133 0.00987823 0.00872023 0.00726675 0.00614414 0.0049101 0.0032541 0.00201995
internal_count=3910 3298 2826 2486 2345 2127 1645 1410 1239 1050 842 716
is_linear=0
shrinkage=0.00196078


Tree=4199
num_leaves=10
num_cat=0
split_feature=133 42 160 1 151 4 12 2 2
split_gain=2.23984e-05 4.41481e-05 4.54329e-05 7.19018e-05 4.06819e-05 0.000115057 4.55621e-05 4.2101e-05 4.23829e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090540000000000023 -0.0088999999999999982 0.074650000000000008 0.095295000000000019 0.086650000000000019 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6 -9
right_child=1 2 4 -5 5 -7 -8 8 -10
leaf_value=0.011471455121311083 -0.017519414392889697 -0.031127087781071969 -0.0099172812747158369 0.0051912738410978855 -0.0091407221512022109 0.032339051052715097 -0.017651410921359117 0.028915130056625934 0.00014755344780252339
leaf_weight=0.0014754923294795367 0.001511984932935557 0.0010217207709748136 0.0015143439980205634 0.0011685826475462742 0.0011550425902922953 0.0014989433068308099 0.0010766188794802348 0.0010388626990525517 0.0010100777493412816
leaf_count=604 752 656 350 296 327 259 282 217 167
internal_value=0 -0.00164998 0.000879948 -0.0117503 0.00467273 0.00849557 0.00014627 0.00612674 0.0147334
internal_weight=0 0.0109962 0.00948419 0.0021903 0.00729389 0.00577955 0.0042806 0.00320398 0.00204894
internal_count=3910 3306 2554 952 1602 1252 993 711 384
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=13
num_cat=0
split_feature=484 133 40 42 484 1 3 2 13 1 1 2
split_gain=9.43126e-05 8.71518e-05 8.05068e-05 9.15881e-05 7.5637e-05 8.73217e-05 0.000103572 0.000108431 9.92104e-05 7.05442e-05 9.29401e-05 3.14715e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087270000000000014 0.092550000000000007 -0.11266 0.092865000000000017 -0.076679999999999984 0.12263000000000002 0.11052000000000002 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 10 -7 -10
right_child=1 -3 3 4 -6 9 7 -9 11 -11 -12 -13
leaf_value=-0.0005832296176458019 0.00060074279937687202 -0.00052417134633070861 -0.00047416887048212027 0.00081958713247486516 -0.00040485946727023632 3.5152527149113848e-05 -0.00012568494647600189 -0.00030462972874240903 0.00037357282442738456 0.00036698580638289379 -0.00067573285576096129 0.00084682314387510315
leaf_weight=0.0010428241775330147 0.0010162302973077105 0.001020672276516108 0.0012602852142361088 0.0011515420882098849 0.0010933920798882361 0.0018719259883613164 0.0010931543935424554 0.0013520106246019681 0.0011346475100013065 0.00100354337260475 0.001136267083821591 0.0010312886496909974
leaf_count=612 261 472 332 104 296 330 444 317 235 200 156 151
internal_value=0 2.77607e-05 7.0619e-05 2.61991e-05 8.42244e-05 0.000138935 0.000293568 0.000162204 0.000355866 -8.31869e-05 -0.000233366 0.000598906
internal_weight=0 0.014165 0.0131443 0.0121281 0.0108678 0.00977438 0.00576264 0.0046111 0.00325909 0.00401174 0.00300819 0.00216594
internal_count=3910 3298 2826 2565 2233 1937 1251 1147 830 686 486 386
is_linear=0
shrinkage=0.00196078


Tree=4201
num_leaves=10
num_cat=0
split_feature=133 42 160 157 43 43 16 16 48
split_gain=1.81788e-05 3.61985e-05 3.70848e-05 6.95787e-05 3.87572e-05 8.70853e-05 4.95084e-05 4.90403e-05 6.59561e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.022224999999999998 -0.074254999999999988 -0.089949999999999988 0.054425000000000008 -0.075409999999999991 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 8 -6
right_child=1 2 4 -5 6 -7 -8 -9 -10
leaf_value=0.010309721307108569 -0.01585663093325412 0.0087635482560688427 -0.0052220820210709664 -0.027019215033103901 0.010718870835740892 0.032839812677160143 -0.019523313901806432 0.021379952703349643 -0.021494492157133126
leaf_weight=0.0014793532073494988 0.001513947868406436 0.0010031530928504724 0.0011541314769373898 0.0011857200866847121 0.0014748200741407161 0.0012545520119852504 0.0011044349154236827 0.0011868595214690279 0.0011169800461658247
leaf_count=604 752 338 212 614 400 385 246 238 121
internal_value=0 -0.00149779 0.000795145 -0.0106201 0.00422182 0.0146023 -0.000898558 0.00454513 -0.00316402
internal_weight=0 0.0109946 0.00948065 0.00218887 0.00729178 0.00240868 0.00488309 0.00377866 0.0025918
internal_count=3910 3306 2554 952 1602 597 1005 759 521
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=10
num_cat=0
split_feature=39 13 48 457 3 0 4 15 2
split_gain=1.96172e-05 5.46034e-05 6.99905e-05 5.44561e-05 4.8516e-05 6.71394e-05 7.98231e-05 3.97551e-05 2.14232e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.085120000000000015 0.080080000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.019445214963346544 0.010577180998215792 0.0038754812312120062 -0.028213598049348188 0.016587434054475474 -0.023214672029841441 -0.0086651619257757453 -0.025980146753391404 0.017341293107212649 0.023925518290991845
leaf_weight=0.0011108528299274409 0.0015146266440905229 0.0011328537090631316 0.0010601258548269031 0.0014646385362441644 0.0011685688180047239 0.0013175102348995655 0.0015943215965157059 0.0010612941256423389 0.0010062794778359892
leaf_count=161 459 67 140 214 157 387 1402 667 256
internal_value=0 -0.0015673 -0.00394776 -0.00100626 -0.00454547 -0.000976206 -0.00866646 0.00293751 0.0133073
internal_weight=0 0.0109164 0.00980559 0.00874547 0.00728083 0.00611226 0.00397313 0.0023788 0.00213913
internal_count=3910 3451 3290 3150 2936 2779 2456 1054 323
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=13
num_cat=0
split_feature=484 42 47 16 48 16 1 3 12 16 2 12
split_gain=7.49015e-05 8.16627e-05 6.56354e-05 9.2468e-05 7.72143e-05 0.000113908 0.000116811 7.17771e-05 7.04729e-05 7.0024e-05 8.95485e-05 3.73881e-05
threshold=-0.0043499999999999988 0.10217500000000002 0.09550500000000002 -0.014099999999999998 0.087945000000000009 -0.083144999999999983 0.085835000000000009 0.099570000000000006 0.086935000000000012 0.15737500000000001 0.088820000000000024 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -4 -2 10 -5 -11
right_child=1 -3 7 9 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.00051485552909002639 0.00018802617357040275 -0.00049488442209557812 0.00065631943228232554 3.1987720858937474e-05 -0.00056021357034175033 -0.00056431091303189558 0.00059310398062960973 -3.2824074764183528e-05 -0.00050911199314308429 -0.00029975510410164155 0.00079027699441029816 0.00021797614911601274
leaf_weight=0.0010475419905832022 0.0012012721453997601 0.0010602397270020889 0.001375991959996002 0.0010967255735415456 0.0013784606488675896 0.0011720057630808713 0.0013587428584716133 0.0010058106826419944 0.001040284948098321 0.0010722422869464147 0.001318684924631346 0.0010728443983410146
leaf_count=612 248 413 200 338 167 572 343 67 307 221 247 175
internal_value=0 2.85127e-05 7.08959e-05 5.43067e-06 -0.000151442 -3.33698e-05 0.000139468 0.000365301 -0.000135509 0.000217005 0.000445973 -4.08168e-05
internal_weight=0 0.0141533 0.0130931 0.0107113 0.00615077 0.00477231 0.0036003 0.0023818 0.00224156 0.0045605 0.00241541 0.00214509
internal_count=3910 3298 2885 2618 1637 1470 898 267 555 981 585 396
is_linear=0
shrinkage=0.00196078


Tree=4204
num_leaves=9
num_cat=0
split_feature=1 52 43 133 16 12 48 2
split_gain=2.59872e-05 4.64522e-05 4.27118e-05 4.45011e-05 6.01768e-05 3.75525e-05 0.00012922 2.86136e-05
threshold=0.10420500000000001 -0.014099999999999998 -0.17307499999999998 -0.085714999999999986 0.15737500000000001 0.084100000000000022 0.084500000000000006 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -3
right_child=1 7 3 4 -6 -7 -8 -9
leaf_value=0.015768574287129244 0.018643902613786786 -0.011558904613584981 0.012114409306096516 0.017750450172138662 -0.030848728651666782 -0.016304547668616012 -0.024481963638151145 0.0098753520142236175
leaf_weight=0.0010150110516884865 0.001766917714295171 0.0014662527383339607 0.0011219437106396637 0.0019239015108961574 0.0010890272113244582 0.0018073271478232103 0.0011621388874151484 0.0010827015746679505
leaf_count=202 382 258 529 349 354 1444 152 240
internal_value=0 0.00618323 -0.00341987 -0.00616136 -0.00958882 -0.00485739 0.0018466 -0.00245442
internal_weight=0 0.00431587 0.00811935 0.00710434 0.00598239 0.00489337 0.00308604 0.00254895
internal_count=3910 880 3030 2828 2299 1945 501 498
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=10
num_cat=0
split_feature=4 16 156 160 133 47 15 48 52
split_gain=2.16497e-05 2.77468e-05 3.14139e-05 4.4772e-05 0.000112677 0.000105557 7.33965e-05 4.59444e-05 6.87948e-05
threshold=0.27608500000000008 -0.38486499999999996 0.084330000000000016 -0.026849999999999995 -0.0023199999999999996 0.09550500000000002 -0.095799999999999982 0.085425000000000015 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.016619064691855812 0.011035677495566656 0.021250004004784558 -0.016406808631822683 -0.029107827473952033 -0.024707203576057921 0.032921884571178915 -0.017715426626182227 0.020964549670808241 0.012168947682707876
leaf_weight=0.0011116819487148712 0.0015352638326622614 0.0010623616960832799 0.001035927657306558 0.0011777960425398944 0.0010670678465614812 0.0010884245230473773 0.0014568643550682287 0.001225780907669464 0.0016346083111552466
leaf_count=182 441 623 470 766 125 141 642 204 316
internal_value=0 -0.00165095 5.59039e-05 0.00201325 -0.000657983 0.00451882 -0.00122278 0.00458172 -0.00191414
internal_weight=0 0.0108605 0.00974883 0.0087129 0.00765054 0.00647275 0.00538432 0.00431725 0.00309147
internal_count=3910 3469 3287 2817 2194 1428 1287 1162 958
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=12
num_cat=0
split_feature=133 40 50 160 3 43 2 4 52 3 13
split_gain=6.45374e-05 7.90666e-05 7.83216e-05 7.2086e-05 6.59067e-05 8.23651e-05 6.26142e-05 0.0001002 6.84927e-05 7.42315e-05 2.64223e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.099550000000000013 -0.10628499999999998 -0.089949999999999988 0.10796500000000002 0.070230000000000015 -0.069134999999999988 -1.0000000180025095e-35 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 7 8 -7 -10 -3
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00055630184136179961 -0.00048685329030456894 0.0001796044033323325 -0.0004893923505758167 -0.00043115710183646802 -0.00050002833629910056 -0.0002881951231574836 -0.00025452858150062387 0.00068940217880127184 -0.00015627415481101441 0.00054233342738843951 0.00059914329678245452
leaf_weight=0.0010090020335359598 0.0010043498449401464 0.0012087072896746248 0.0012053446277153724 0.0011381799716609102 0.00107821861051474 0.0015109332893756887 0.0015988002738803837 0.0011860684220579053 0.0010178950297312179 0.0013742516385182326 0.0011045643680734139
leaf_count=253 545 158 555 226 217 300 366 199 816 74 201
internal_value=0 2.84364e-05 -1.44372e-05 3.65972e-05 8.94165e-05 2.88253e-06 8.39609e-05 0.0001903 3.86332e-05 0.000245065 0.00037993
internal_weight=0 0.013432 0.012423 0.0112176 0.0100794 0.00776617 0.00668795 0.00508915 0.00390308 0.00239215 0.00231327
internal_count=3910 3365 3112 2557 2331 1972 1755 1389 1190 890 359
is_linear=0
shrinkage=0.00196078


Tree=4207
num_leaves=9
num_cat=0
split_feature=47 4 4 2 1 48 403 16
split_gain=2.24174e-05 6.35119e-05 5.97009e-05 4.14556e-05 4.9021e-05 4.93986e-05 7.10223e-05 3.46894e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.10910500000000002 0.094385000000000011 0.083775000000000002 0.03138500000000001 -0.0072149999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.033534706784641294 -0.014139515815353788 0.017585553589570015 -0.021736023454093811 0.016701506960574677 0.017782713260355767 0.0080178647944181402 0.0085756302414329386 -0.010809722796355519
leaf_weight=0.0012249137636047029 0.0010385535881101251 0.0019593762217999531 0.0013418206146551476 0.0013979400269397172 0.0010323091456103019 0.0017484025195236876 0.0011507746534598282 0.0014873714789972678
leaf_count=1110 145 500 308 343 400 341 291 472
internal_value=0 0.00121025 -0.00220908 0.00104913 -0.00224434 -0.0059286 -0.0122407 -0.0210727
internal_weight=0 0.0113429 0.00938353 0.00804171 0.00664377 0.00561146 0.00386306 0.00271229
internal_count=3910 3765 3265 2957 2614 2214 1873 1582
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=12
num_cat=0
split_feature=484 42 43 15 2 42 160 15 15 48 49
split_gain=5.25152e-05 6.22522e-05 5.83638e-05 6.71283e-05 9.53704e-05 0.000130101 9.74839e-05 8.21562e-05 9.40547e-05 5.20795e-05 5.54894e-06
threshold=-1.0000000180025095e-35 0.10217500000000002 0.12512500000000001 -0.106555 0.10393500000000001 0.091145000000000018 0.087260000000000018 0.024640000000000006 -0.038029999999999987 0.084500000000000006 -0.0041649999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 7 8 -5 -2 -6
right_child=1 -3 -4 4 10 -7 -8 -9 -10 -11 -12
leaf_value=-0.00042332413243623964 0.00061503986698809477 -0.00043636784091106941 0.00048626778400565833 -0.00015784437092880796 -0.00032649916798793764 0.00070270712299866985 -0.00060063207253550975 -0.00029160047177185123 0.00052543550490652619 1.6798541086228646e-05 -0.00053295330468091328
leaf_weight=0.0010695239520890467 0.0011614032583401189 0.0010238091340421156 0.0011557768242512661 0.0013141941608981115 0.0010017211366574411 0.0010204865713275392 0.0010392193347229734 0.0016704467776022004 0.0018861882251328742 0.0010794558715502976 0.0010003660570701263
leaf_count=627 259 412 213 318 156 214 127 766 335 179 304
internal_value=0 2.82285e-05 6.68081e-05 2.34195e-05 -5.27019e-05 5.61925e-05 -5.54411e-05 6.08786e-05 0.000244856 0.000326858 -0.000429656
internal_weight=0 0.0133531 0.0123293 0.0111735 0.00893262 0.00693054 0.00591005 0.00487083 0.00320038 0.00224086 0.00200209
internal_count=3910 3283 2871 2658 2220 1760 1546 1419 653 438 460
is_linear=0
shrinkage=0.00196078


Tree=4209
num_leaves=13
num_cat=0
split_feature=11 3 457 3 457 48 15 3 16 3 47 2
split_gain=7.53193e-05 9.2716e-05 6.58664e-05 5.63434e-05 4.69573e-05 6.62146e-05 9.308e-05 9.32587e-05 8.11592e-05 5.6536e-05 3.16017e-05 2.32941e-05
threshold=0.08184000000000001 -0.10628499999999998 -0.0034949999999999994 -0.084129999999999996 0.11129500000000002 0.016865000000000002 -0.017214999999999998 0.10666500000000002 -0.083564999999999987 0.092005000000000017 0.09252500000000001 0.092745000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 5 6 10 8 -8 -7 -5 -1
right_child=-2 2 3 4 -6 9 7 -9 -10 -11 -12 -13
leaf_value=6.188457748796689e-05 -0.00065450772327165874 -0.00063872282878542884 -0.00053378355984554863 -0.00019135688230629617 -0.00045748292677354468 0.00058880842931485669 0.00018607794239668222 0.00052261379046827472 -0.00053346396425547611 -5.7745041262048273e-05 -0.00061581828283374012 0.00047841423498511717
leaf_weight=0.001003166238849932 0.0010378113599108498 0.0010667707583643911 0.0011702313144005593 0.0013486640510745438 0.0011070670016447839 0.0010728401339698095 0.0013124498819654684 0.0012069079133876816 0.001114421673682882 0.0010089849954832558 0.0013487917389787066 0.0010633644671033391
leaf_count=181 224 300 758 681 74 333 273 75 612 123 159 117
internal_value=0 -0.000106807 -0.000174131 -0.00012777 -7.78621e-05 -2.79081e-05 -0.000127657 7.71816e-05 -0.000144336 0.000275447 -0.000403598 0.000276216
internal_weight=0 0.0138237 0.0117571 0.0106904 0.00952013 0.00841306 0.00633124 0.00363378 0.00242687 0.00208183 0.00269746 0.00206653
internal_count=3910 3686 3388 3088 2330 2256 1800 960 885 456 840 298
is_linear=0
shrinkage=0.00196078


Tree=4210
num_leaves=12
num_cat=0
split_feature=48 48 51 484 457 1 0 3 12 3 4
split_gain=0.000102127 9.67657e-05 0.000100217 8.92397e-05 0.00011964 0.000140045 0.000127067 0.000118262 8.67919e-05 0.000109311 9.33939e-05
threshold=0.12738500000000003 0.096835000000000018 0.08955500000000001 0.084225000000000008 0.082870000000000013 0.12485500000000001 -0.10209999999999998 -0.072739999999999985 0.089995000000000006 -0.078884999999999997 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 -8 -10
right_child=-2 -3 -4 -5 -6 -7 8 -9 10 -11 -12
leaf_value=-7.5159278709163431e-05 -0.00062620593741085468 0.00053983434493981586 -0.00053369365398626837 0.00046305348873285432 0.0004821296146609205 0.00054761833179060426 -0.00021446896015910396 -0.0009538642466518294 4.3049485335672671e-06 0.00051372621982313652 -0.00078251253698681327
leaf_weight=0.0010134541036276924 0.0010043540533609596 0.0012590747723144899 0.0013578828180156903 0.0015770112951955682 0.00146706386045311 0.0010609534968799997 0.0015218858676242623 0.0014055750566006934 0.0013610425210830788 0.0016538164583822675 0.0010107143061250869
leaf_count=175 127 252 364 399 192 193 880 166 192 212 758
internal_value=0 2.0072e-05 -2.86583e-05 2.81513e-05 -3.72015e-05 -0.000121599 -0.000210723 -0.00058573 -4.71974e-05 0.000164755 -0.000330994
internal_weight=0 0.0146885 0.0134294 0.0120715 0.0104945 0.00902744 0.00796649 0.00241903 0.00554746 0.0031757 0.00237176
internal_count=3910 3783 3531 3167 2768 2576 2383 341 2042 1092 950
is_linear=0
shrinkage=0.00196078


Tree=4211
num_leaves=12
num_cat=0
split_feature=133 40 50 48 4 0 42 13 1 52 2
split_gain=5.42661e-05 7.37247e-05 6.50165e-05 6.72203e-05 8.73046e-05 9.64692e-05 6.31059e-05 5.46513e-05 0.000102033 9.54592e-05 4.50788e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.11379500000000002 0.15927500000000003 -0.11756999999999999 -1.0000000180025095e-35 -0.032264999999999995 0.079945000000000016 -0.066329999999999986 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 10 -9 -10 -8
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=0.00053266686122127951 -0.00044804410061639524 -0.00041432819546059264 -0.00046016780036708396 -0.00043263546849556098 -1.6395290737337571e-05 0.00079131976416916129 -0.00047328923040854907 0.0006731561562784541 -0.00043166809259615477 0.00031147660200324606 5.417561773819581e-05
leaf_weight=0.0010086468323160782 0.0010116754154905162 0.0013074296323907428 0.0011617580385855772 0.0011020247260579248 0.0010655387887089987 0.0012187444883977891 0.0010651781082607857 0.0012230068594727261 0.0011688745848140447 0.0015402534983902649 0.0015004079598442245
leaf_count=253 545 615 555 109 149 249 655 80 202 113 385
internal_value=0 2.29568e-05 -1.86613e-05 2.71704e-05 7.7393e-05 0.000414549 -2.12802e-05 5.78064e-05 0.000203061 -9.15901e-06 -0.000164817
internal_weight=0 0.0133619 0.0123532 0.0111915 0.0100894 0.00228428 0.00780515 0.00649772 0.00393213 0.00270913 0.00256559
internal_count=3910 3365 3112 2557 2448 398 2050 1435 395 315 1040
is_linear=0
shrinkage=0.00196078


Tree=4212
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 15 52 4
split_gain=1.98843e-05 3.33273e-05 4.05812e-05 4.81087e-05 8.18465e-05 0.000103709 8.38821e-05 6.80411e-05
threshold=0.079700000000000007 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 -0.074174999999999977 0.016565000000000003 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.01419298941547887 -0.013628983103309615 -0.014447175698148518 -0.016736829835087261 0.023910268447633238 0.03276287283631641 -0.030014787466097245 -0.0038919287077017941 -0.0065103889252793347
leaf_weight=0.0016328416880921391 0.0010168816527496736 0.0018803383310234357 0.0011820555153309598 0.0012374197326151374 0.0016442864260166898 0.001097353233816419 0.001006466738322007 0.0018117512579479147
leaf_count=271 254 1646 221 248 310 258 272 430
internal_value=0 0.000960184 -0.00123128 0.00188306 0.00512109 -0.00365245 0.0188454 0.00583497
internal_weight=0 0.0114925 0.00985967 0.00797933 0.00679728 0.00414652 0.00265075 0.00304917
internal_count=3910 3656 3385 1739 1518 936 582 678
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=12
num_cat=0
split_feature=484 42 47 474 52 403 42 0 13 12 3
split_gain=7.60977e-05 7.55812e-05 6.9951e-05 0.000100293 8.84102e-05 8.72512e-05 8.71261e-05 0.000116093 0.000132127 9.99083e-05 6.00282e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.09550500000000002 0.084655000000000022 -0.081429999999999989 0.03138500000000001 0.088345000000000021 -0.21145499999999998 -0.10241499999999999 1.0000000180025095e-35 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 -10 -4
right_child=1 -3 10 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00053203844762230888 0.00029933758809854593 -0.00048386089962511688 0.0006429086411815694 0.00056936316343297725 0.00010129663947819478 0.00031507511494375184 0.00022140553209807782 -4.9772787631093983e-05 -0.00048641180784679474 -0.0012955234401605662 1.1935543805390003e-05
leaf_weight=0.0010276175453242707 0.0019864685020798117 0.0010556402233559614 0.0013274095233505702 0.0010498316646162841 0.0014632595266017637 0.0012207000818681597 0.0011902656687170247 0.001313141764578204 0.0014125831629710683 0.0010035988491131761 0.0010290990070649375
leaf_count=612 526 402 192 277 93 282 322 120 192 815 77
internal_value=0 2.0708e-05 6.1692e-05 -6.0071e-06 -6.89936e-05 -0.000165222 -0.000257078 -0.000366757 -0.000550406 -0.000822489 0.00036736
internal_weight=0 0.014052 0.0129964 0.0106398 0.00959002 0.00760355 0.00638285 0.00519258 0.00372932 0.00241618 0.00235651
internal_count=3910 3298 2896 2627 2350 1824 1542 1220 1127 1007 269
is_linear=0
shrinkage=0.00196078


Tree=4214
num_leaves=13
num_cat=0
split_feature=41 457 16 159 42 47 2 12 150 0 3 1
split_gain=5.55611e-05 5.09288e-05 7.0755e-05 7.44686e-05 8.28641e-05 0.000100793 0.000101227 8.30711e-05 0.000170021 0.000113678 5.72273e-05 2.37899e-05
threshold=0.075585000000000013 -0.0034949999999999994 -0.49150499999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09550500000000002 0.113945 0.088285000000000016 0.082085000000000019 -0.11287999999999999 -0.077689999999999995 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 11 6 7 8 9 -6 -9 -5
right_child=-2 2 3 4 5 -7 -8 10 -10 -11 -12 -13
leaf_value=-0.00038973757105523107 -0.00045370603314192232 0.00050578023353284112 -0.00049478370155009097 -0.00051095366788168645 0.00019124382501509461 0.00071286815693320305 -0.00051169511286033149 0.00068811598771378857 0.00060260698084991994 -0.0006545766533204054 0.0001001216379945128 -8.4829807731113193e-05
leaf_weight=0.0010663455904866637 0.0010157295148260819 0.0012175401771212018 0.001028355338719208 0.0010087057540195334 0.0010223594314693371 0.0010501098819085432 0.0010139631081525873 0.001428007086573424 0.0011208892525340739 0.0015179908638880619 0.0011479581885493343 0.0010061399936658615
leaf_count=312 221 255 543 703 80 154 272 362 173 466 201 168
internal_value=0 2.16681e-05 5.65909e-05 8.38188e-06 5.85396e-05 0.000145117 6.28953e-05 0.000156305 -3.35039e-05 -0.000314178 0.000426081 -0.000298163
internal_weight=0 0.0136284 0.012562 0.0113445 0.0103161 0.00830128 0.00725117 0.0062372 0.00366124 0.00254035 0.00257597 0.00201485
internal_count=3910 3689 3377 3122 2579 1708 1554 1282 719 546 563 871
is_linear=0
shrinkage=0.00196078


Tree=4215
num_leaves=9
num_cat=0
split_feature=15 15 43 43 4 3 3 4
split_gain=2.08161e-05 2.97687e-05 3.83566e-05 4.19693e-05 4.75046e-05 8.64753e-05 4.16602e-05 2.17787e-05
threshold=-0.24219999999999997 -0.10981499999999998 -0.17307499999999998 -0.079374999999999987 -0.34687499999999999 -0.074234999999999982 0.094625000000000015 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.013587139087637985 -0.015179801285261025 0.014624855396156742 -0.016737016193508657 -0.016913725944009493 0.021828385935906285 -0.02387671740418229 0.0077087305941242112 -0.003345874502816554
leaf_weight=0.0010045749341370596 0.0013839808431656492 0.0016076420759186865 0.0016136488446572604 0.0012012256134938289 0.001985793989985685 0.0010212881376429972 0.0016809482386586395 0.0010457062174864373
leaf_count=317 339 231 903 233 1212 347 189 139
internal_value=0 -0.00142121 0.000453662 -0.00221136 0.00116852 0.00495678 -0.00398241 -0.01349
internal_weight=0 0.0115402 0.0101563 0.00854861 0.00693496 0.00573374 0.00374794 0.00206699
internal_count=3910 3593 3254 3023 2120 1887 675 486
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=12
num_cat=0
split_feature=484 457 52 52 43 47 48 16 1 52 13
split_gain=0.000105594 6.80735e-05 7.65923e-05 9.3088e-05 0.000130824 5.09197e-05 7.38135e-05 9.24106e-05 9.25012e-05 8.35176e-05 8.0445e-05
threshold=-0.0043499999999999988 0.10538500000000002 -0.062489999999999997 -0.088354999999999989 -0.074254999999999988 0.09550500000000002 0.084500000000000006 -0.11180499999999999 0.076710000000000014 0.0033900000000000002 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -4 -9 -11
right_child=1 -3 5 -5 -6 -7 -8 9 -10 10 -12
leaf_value=-0.00060892425814866081 0.00048343724364627994 -0.00043682910701227785 -9.3120163593134634e-05 0.00081669553028091606 -0.0003755738423569331 0.00027868398034783866 -0.00057576430413731579 -0.00055538477950735875 0.00070121428951423368 -0.00024773307426172137 0.00045656376696210916
leaf_weight=0.0010449899360657775 0.0016332180952389904 0.0010764602327141834 0.0011204870375870499 0.0010200158580241175 0.0011698937321070035 0.0017649243478098315 0.0010418177345273743 0.0015050465401592553 0.0011341481973923633 0.0016179197559361294 0.0010144742694696372
leaf_count=612 343 97 164 220 359 192 168 553 314 713 175
internal_value=0 3.70557e-05 7.62294e-05 0.00030949 0.000124924 -2.07162e-05 -9.17985e-05 -1.2919e-05 0.000306454 -0.000186956 2.36894e-05
internal_weight=0 0.0140984 0.0130219 0.00382313 0.00280311 0.00919882 0.00743389 0.00639208 0.00225464 0.00413744 0.00263239
internal_count=3910 3298 3201 922 702 2279 2087 1919 478 1441 888
is_linear=0
shrinkage=0.00196078


Tree=4217
num_leaves=12
num_cat=0
split_feature=41 158 457 16 15 15 49 15 4 3 12
split_gain=8.58525e-05 8.26216e-05 8.71446e-05 0.00011729 8.8705e-05 0.000105885 0.000112494 0.000182907 0.000112034 0.000152478 4.03404e-05
threshold=0.078150000000000011 1.0000000180025095e-35 -0.0034949999999999994 -0.49150499999999991 0.090505000000000016 -0.14097499999999996 -1.0000000180025095e-35 -0.089594999999999994 -0.078484999999999985 -0.074234999999999982 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 10 -10 -8
right_child=-2 -3 3 4 -6 6 8 -9 9 -11 -12
leaf_value=-0.00046455273424072488 -0.00056739880783180892 -0.00051575580353557761 0.00073191397120541052 -0.00045547010846609914 -0.00045401477287470367 0.00036908955932832234 0.00026913806704069232 -0.00080804920088099492 0.0010458145841514208 0.00020016751266435455 -0.00015204605234709086
leaf_weight=0.0011027622484030492 0.0010159348342856098 0.0010191749886523912 0.0010674840708198826 0.0011226163625515295 0.001191648269374697 0.0010110749090659413 0.0017458370613259763 0.0010189481504212861 0.0014263696944219755 0.0019275922066208295 0.0017513375682220902
leaf_count=298 201 454 154 301 578 93 414 197 498 267 455
internal_value=0 2.23839e-05 6.34188e-05 0.000110898 5.16836e-05 0.000111922 0.000183643 -0.000221763 0.000303767 0.000559803 5.82148e-05
internal_weight=0 0.0143848 0.0133657 0.0122629 0.0111954 0.0100038 0.00888116 0.00203002 0.00685114 0.00335396 0.00349717
internal_count=3910 3709 3255 2957 2803 2225 1924 290 1634 765 869
is_linear=0
shrinkage=0.00196078


Tree=4218
num_leaves=12
num_cat=0
split_feature=133 48 50 4 3 15 160 12 42 4 16
split_gain=6.75939e-05 6.49055e-05 0.000112186 0.000135717 9.05272e-05 0.000121563 9.28467e-05 0.000103804 0.000141005 5.59697e-05 5.04575e-05
threshold=0.10681500000000001 0.11930500000000001 0.086465000000000014 0.40359500000000004 0.094625000000000015 -0.017214999999999998 0.087825000000000014 0.086935000000000012 0.091230000000000019 -1.0000000180025095e-35 -0.018539999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -9 10 -1
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00077103598280440567 -0.00050079742232625067 -0.00045161938535694411 -0.00052771001789537575 0.0008067662991422754 -1.1100414044857709e-05 0.00088305185569547459 -0.00059172968787709105 -0.00060671360559055539 0.00024684471186569044 -1.8477893612474348e-05 0.00017380168355989644
leaf_weight=0.0010331566247190256 0.0010147607051355688 0.0010196079424509901 0.0011244957993610501 0.0010122330033515382 0.0012986400134666759 0.0010631346462202798 0.0010409472016197083 0.0017111225830366752 0.0013166409546763441 0.0016930263166324406 0.0011484182976096531
leaf_count=300 545 137 537 309 103 111 280 750 269 219 350
internal_value=0 2.399e-05 6.29663e-05 0.000121656 5.43603e-05 0.000391395 -4.58499e-05 3.64743e-05 -0.000235539 0.000249036 0.000456642
internal_weight=0 0.0134614 0.0124418 0.0113173 0.0103051 0.00236177 0.00794331 0.00690236 0.00302776 0.0038746 0.00218157
internal_count=3910 3365 3228 2691 2382 214 2168 1888 1019 869 650
is_linear=0
shrinkage=0.00196078


Tree=4219
num_leaves=12
num_cat=0
split_feature=133 40 50 160 3 43 2 4 4 16 13
split_gain=5.92601e-05 8.55746e-05 7.91308e-05 7.32446e-05 5.92498e-05 7.31412e-05 6.92384e-05 0.000109699 5.60296e-05 9.00433e-05 2.14399e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.099550000000000013 -0.10628499999999998 -0.089949999999999988 0.10796500000000002 0.070230000000000015 -1.0000000180025095e-35 -0.008069999999999999 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 7 8 9 -7 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.00057452375328019491 -0.00046661470820460901 0.00017962655993968791 -0.00050423520405156114 -0.00043922961661929075 -0.00047641314911418559 -0.00011427062378892527 -0.00027813360902849903 0.00070374908380627414 -0.00027280602779397464 0.00064343265663977379 0.00055814225173666826
leaf_weight=0.0010080081939292706 0.0010135549061084112 0.0012051404259948001 0.0011726268090941046 0.0011442348048521867 0.0010592062094580629 0.001406422163409057 0.0016026872819706285 0.0012142690004944331 0.0014736909363713218 0.0010555563893765759 0.0011008853378725691
leaf_count=253 545 158 555 226 217 642 366 199 231 317 201
internal_value=0 2.50532e-05 -1.94891e-05 3.09835e-05 8.41602e-05 2.63634e-06 7.77793e-05 0.000188541 2.95845e-05 0.000210589 0.000360328
internal_weight=0 0.0134427 0.0124347 0.0112621 0.0101179 0.00781183 0.00675263 0.00514994 0.00393567 0.00246198 0.00230603
internal_count=3910 3365 3112 2557 2331 1972 1755 1389 1190 959 359
is_linear=0
shrinkage=0.00196078


Tree=4220
num_leaves=11
num_cat=0
split_feature=49 15 484 133 0 2 0 52 151 15
split_gain=6.19488e-05 8.72106e-05 4.62817e-05 4.88942e-05 6.77099e-05 9.37256e-05 7.61188e-05 8.24092e-05 7.63028e-05 7.1416e-05
threshold=-0.14750499999999997 0.088615000000000013 0.084225000000000008 0.099765000000000006 -0.017269999999999997 0.082715000000000025 -0.14733499999999997 -0.013104999999999999 -0.0088999999999999982 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 8 -8 -7 -2
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.00044614072871914756 -2.1922599208349034e-05 -0.00055000581096535509 0.00032064425426556046 -0.00043967701591137874 0.0003899052874156127 -0.0005535530338006522 0.00074487603009307094 4.2686336627190916e-05 0.00011229261684802225 -0.00067385421580948887
leaf_weight=0.0010375177922197611 0.0011843901805284481 0.0012243275723471678 0.0015070649402072088 0.0010912847092584459 0.0014421017913929203 0.0011102305548360697 0.0010254406419589899 0.0017210547862230232 0.0016378064754019993 0.0014212508817744714
leaf_count=143 124 800 395 312 283 114 472 736 143 388
internal_value=0 -5.12334e-05 -9.34468e-07 -4.65109e-05 -1.54721e-06 -7.12389e-05 7.4007e-05 0.000304858 -0.000156715 -0.00037752
internal_weight=0 0.013365 0.0121406 0.0106336 0.00954228 0.00810017 0.00549453 0.0027465 0.00274804 0.00260564
internal_count=3910 3767 2967 2572 2260 1977 1465 1208 257 512
is_linear=0
shrinkage=0.00196078


Tree=4221
num_leaves=10
num_cat=0
split_feature=49 15 42 43 484 0 1 133 52
split_gain=2.05951e-05 6.7581e-05 6.23578e-05 0.000103888 9.33178e-05 5.03821e-05 8.36919e-05 6.33598e-05 2.84409e-05
threshold=-0.081629999999999994 0.088615000000000013 0.084100000000000022 -0.079109999999999986 0.084225000000000008 -0.14808999999999997 0.095575000000000007 0.077945 -0.0041199999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 7 -7 -2
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.0099370716031203093 -0.023068234421405067 -0.025672954986692767 -0.033161475562026747 0.0075521862826382728 0.033105079335534339 -0.016858457781779346 0.024789843364324701 0.014935905883307947 0.00015716062766297503
leaf_weight=0.0017213777022484613 0.0010868909567493118 0.0010724285408201953 0.0012579064777783341 0.0012490753696877373 0.001042393199792992 0.0015548429222995582 0.0016410941233184432 0.0010500780358702944 0.0010239869443882752
leaf_count=305 69 798 513 618 216 620 395 243 133
internal_value=0 -0.00182739 0.000754076 -0.0128764 0.00537226 0.000824672 0.00710174 -0.00404173 -0.0118016
internal_weight=0 0.0109787 0.00990627 0.00250698 0.00739929 0.00635689 0.00424602 0.00260492 0.00211088
internal_count=3910 3605 2807 1131 1676 1460 1258 863 202
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=10
num_cat=0
split_feature=150 151 151 12 160 3 42 4 16
split_gain=1.99613e-05 9.97212e-05 8.6403e-05 4.38551e-05 4.83323e-05 3.80354e-05 7.16393e-05 6.71903e-05 8.11265e-05
threshold=0.082085000000000019 -0.051109999999999996 -0.03268999999999999 0.10700500000000002 1.0000000180025095e-35 -0.078884999999999997 0.086635000000000004 -1.0000000180025095e-35 -0.12467499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -7 -9
right_child=1 -3 3 -5 -6 7 -8 8 -10
leaf_value=-0.029385836282705163 0.030186123133203652 -0.010924942763503831 -0.015398438523634719 -0.018700453416495681 -0.017038216439399415 0.027182985718507899 0.018053639527604477 0.024470324829413609 -0.011349374756761626
leaf_weight=0.0010441680270896246 0.0010959379806628001 0.0012781425969102776 0.0017272607280750924 0.0010099688079228822 0.0010158914311706483 0.0017572548944079776 0.0010171926560133735 0.0010105673706191699 0.001689185768895006
leaf_count=317 321 192 974 320 382 476 448 209 271
internal_value=0 0.00805301 -0.00212117 0.000964115 0.00338103 0.00626151 -0.0029999 0.0119643 0.0020586
internal_weight=0 0.00237408 0.0102715 0.00922732 0.00821735 0.00720146 0.00274445 0.00445701 0.00269975
internal_count=3910 513 3397 3080 2760 2378 1422 956 480
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=11
num_cat=0
split_feature=50 160 12 48 4 0 3 12 0 13
split_gain=2.02812e-05 4.78205e-05 4.10321e-05 6.45986e-05 6.33737e-05 9.94082e-05 4.91652e-05 6.38035e-05 8.1902e-05 4.33248e-05
threshold=0.088425000000000017 -0.085744999999999988 -0.023959999999999995 0.11028500000000001 0.074650000000000008 -0.11524 0.094625000000000015 0.092365000000000017 -0.10209999999999998 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 -4 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11
leaf_value=0.021544854642031128 -0.012901390114150937 -0.019032607408203891 -0.022012508452914067 -0.022561680890724148 -0.0045250013151586482 0.037354211856288726 0.015838311769671855 -0.027627830094537786 -0.0037980923856489319 0.022697432061701297
leaf_weight=0.0010380713751907905 0.0011413028599084876 0.0011213216758653175 0.0011332876039504831 0.0010173161831965602 0.0010396400151548753 0.0012462007937132447 0.0013123866533527664 0.0010609374674746524 0.001149098777439556 0.0013331550891600536
leaf_count=485 689 419 123 129 134 183 131 614 795 208
internal_value=0 0.00107763 -0.000962675 0.00121793 0.00414146 0.0183068 -0.0012652 -0.00606505 0.000262287 0.010432
internal_weight=0 0.0114514 0.0104133 0.00929202 0.00827471 0.00228584 0.00598887 0.00467648 0.00361554 0.00248225
internal_count=3910 3221 2736 2317 2188 317 1871 1740 1126 1003
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=11
num_cat=0
split_feature=484 42 15 16 2 403 47 16 16 49
split_gain=6.80885e-05 8.09322e-05 6.80817e-05 9.52918e-05 0.000122069 7.08239e-05 8.70421e-05 0.000141329 0.000132077 6.86672e-05
threshold=-0.0043499999999999988 0.10217500000000002 -0.106555 -0.089864999999999987 0.094400000000000026 0.03138500000000001 0.09550500000000002 -0.014099999999999998 0.15737500000000001 0.082865000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 7 -5 -9 -2
right_child=1 -3 3 5 -6 -7 -8 8 -10 -11
leaf_value=-0.00050643228737324436 0.00061433114765739193 -0.0004989124858894127 1.2656055914209995e-05 -0.0006367082860608685 -0.00077002901956898888 0.00054393537539955297 0.00050425812935264692 0.00049388350192789495 -0.00024486001859410137 -3.5975033368471798e-05
leaf_weight=0.0010083329419069359 0.0015252765343897047 0.0010669790198884329 0.0019989766534562131 0.001310579397656724 0.0012421780033870919 0.0012365411389250042 0.0012024848095653767 0.0017995074223853083 0.0019266973790997843 0.001056804594429642
leaf_count=612 269 413 368 681 166 227 113 482 352 227
internal_value=0 2.06698e-05 6.23558e-05 -6.50685e-06 -0.000287309 0.000115236 3.02731e-05 -8.28864e-05 0.000111904 0.000348171
internal_weight=0 0.014366 0.013299 0.010717 0.00324115 0.00747581 0.00623927 0.00503678 0.0037262 0.00258208
internal_count=3910 3298 2885 2389 534 1855 1628 1515 834 496
is_linear=0
shrinkage=0.00196078


Tree=4225
num_leaves=9
num_cat=0
split_feature=47 4 1 1 0 3 12 52
split_gain=1.98404e-05 5.30678e-05 5.95714e-05 6.77987e-05 4.5637e-05 7.92099e-05 5.37256e-05 4.438e-05
threshold=0.11926500000000002 0.25367000000000006 0.11215000000000001 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.086865000000000012 0.090300000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8
right_child=-2 -3 -4 -5 6 -7 7 -9
leaf_value=-0.02458490643021824 -0.013381407742304272 0.015867203742334062 -0.022709135230874037 0.022605666637791708 -0.012567956986846438 0.0067196704437092235 0.023660510353893015 -0.0031987255452745993
leaf_weight=0.0019165067049224907 0.0010438673019709218 0.0019907912511778541 0.0012209694654287577 0.0012312096390182841 0.0012217485652295385 0.0013978056806228656 0.0015376190399999674 0.0010254385238108719
leaf_count=1152 145 500 223 385 344 97 700 364
internal_value=0 0.00101498 -0.00208069 0.000942801 -0.00281422 -0.0113823 0.00468871 0.0129146
internal_weight=0 0.0115421 0.0095513 0.00833033 0.00709912 0.00331431 0.00378481 0.00256306
internal_count=3910 3765 3265 3042 2657 1249 1408 1064
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 13 3
split_gain=1.9716e-05 3.69698e-05 0.000110265 4.04186e-05 5.45075e-05 4.07842e-05 5.25881e-05 8.7425e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.088669999999999985 -0.094679999999999986 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.013766102340421724 -0.013525600453881476 -0.0083316592387551614 0.027316525628006034 0.013057333429311195 -0.02504142280115907 0.01266758760467868 -0.031633097179571801 0.0020697050302511868
leaf_weight=0.001308595969361546 0.0010146939365457538 0.0017208730106167969 0.0017501094770291945 0.0013540963197815311 0.0012158725557725406 0.0010694595484285257 0.0013948905190320547 0.001717156135257241
leaf_count=329 254 115 604 421 230 184 1324 449
internal_value=0 0.00101412 0.00964257 -0.00270162 -0.00588373 -0.00164095 -0.00646256 -0.0130367
internal_weight=0 0.0115311 0.00347098 0.00806007 0.00670597 0.0054901 0.00418151 0.00311205
internal_count=3910 3656 719 2937 2516 2286 1957 1773
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=11
num_cat=0
split_feature=42 50 51 160 49 1 52 3 0 1
split_gain=2.24087e-05 4.06762e-05 4.91631e-05 7.94142e-05 7.63455e-05 0.000101544 6.53638e-05 6.49515e-05 0.000105491 2.19964e-05
threshold=-1.0000000180025095e-35 0.086465000000000014 -0.07742499999999998 -0.016899999999999995 -0.081419999999999979 0.11052000000000002 -0.031409999999999993 -0.083144999999999983 -0.10071499999999999 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 6 -6 -8 -9 -1
right_child=1 -3 3 4 5 -7 7 8 -10 -11
leaf_value=-0.019703954339446418 -0.013819630168160291 -0.016855237169441338 0.033106501872918907 0.025230942333133857 -0.014930011672162503 -0.030311160363645964 0.031626857579140015 0.022941153912058761 -0.01946189147887066 0.00093934298341702589
leaf_weight=0.0010610791126090973 0.0013505706111115621 0.0010575534603122867 0.0010041780593097287 0.0012702504994436389 0.001282000972158043 0.0010296921908877783 0.001095571544196232 0.0011959621982120718 0.0011517102859982765 0.001005122422710831
leaf_count=864 481 530 479 176 290 270 152 101 371 196
internal_value=0 0.00173653 0.00383269 0.00680188 0.0030419 -0.00185574 0.00434506 0.0115216 0.00213926 -0.00966184
internal_weight=0 0.0104375 0.00937994 0.00802937 0.00702519 0.00575494 0.00472525 0.00344324 0.00234767 0.0020662
internal_count=3910 2850 2320 1839 1360 1184 914 624 472 1060
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=12
num_cat=0
split_feature=457 133 40 50 160 42 51 49 12 1 4
split_gain=6.8515e-05 7.95188e-05 0.000106775 9.60129e-05 9.94692e-05 8.92311e-05 0.000103967 7.06884e-05 9.56324e-05 5.63019e-05 8.78133e-05
threshold=-0.066264999999999991 0.10681500000000001 -0.078179999999999986 0.086465000000000014 0.099550000000000013 -0.089744999999999978 -0.07174999999999998 -0.062504999999999991 0.093375000000000014 0.10498500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 9 10 -9
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0005063613970766928 0.00067423568939957803 -0.00049798630158535181 -0.00038271168375373862 -0.00051111044207489281 -0.0004915620378161909 -0.00026275651974003378 0.00070075475306157061 0.00050069378360975583 -0.00029125603721244373 0.00073250162848078942 -0.00011947271403825605
leaf_weight=0.0010104336801642919 0.0010157097469428904 0.0010467310116049093 0.0011398918447928586 0.0012122139860801648 0.0010891578590126643 0.0015312719369075835 0.0013695865662350128 0.0019068250663287593 0.0011851493974841028 0.0010490417990019641 0.0016266515957720599
leaf_count=292 258 540 261 455 210 434 136 606 292 232 194
internal_value=0 2.21127e-05 6.35895e-05 1.23715e-05 7.06021e-05 0.000133027 0.000200845 0.000300309 0.000205219 0.00033362 0.000215197
internal_weight=0 0.0141722 0.0131255 0.0121098 0.0108976 0.00980842 0.00866853 0.00713725 0.00576767 0.00458252 0.00353348
internal_count=3910 3618 3078 2820 2365 2155 1894 1460 1324 1032 800
is_linear=0
shrinkage=0.00196078


Tree=4229
num_leaves=10
num_cat=0
split_feature=484 52 52 0 3 12 15 43 16
split_gain=4.93594e-05 4.00907e-05 5.83152e-05 8.18642e-05 4.98438e-05 8.97136e-05 9.16811e-05 7.85607e-05 3.94258e-05
threshold=-1.0000000180025095e-35 -0.068164999999999989 -0.37613999999999997 -0.14733499999999997 0.090325000000000003 0.091555000000000011 -0.10071499999999999 -0.0037249999999999996 -0.078399999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -8 -6
right_child=1 4 3 -5 8 -7 7 -9 -10
leaf_value=-0.00041786069883805664 -0.00020573400840721032 0.00067129150969581482 -4.922215047933272e-05 0.00059476397237322946 -0.00051814389643246232 -0.00031530043298470838 -0.0002840104562417266 0.00030941885518378387 -1.8024146178479022e-05
leaf_weight=0.0010513830187617113 0.0011023622790366219 0.0011370821448593573 0.0013260967298661596 0.0017744515207851316 0.001325144615391726 0.0019315798066354747 0.0016255812162397224 0.0018156498273615047 0.001116750252816198
leaf_count=627 369 254 81 456 191 750 735 362 85
internal_value=0 2.36394e-05 0.000181615 0.000319333 -5.05312e-05 3.9079e-05 0.000188591 2.90926e-05 -0.000289424
internal_weight=0 0.0131547 0.00420291 0.00310055 0.00895179 0.00650989 0.00457831 0.00344123 0.00244189
internal_count=3910 3283 906 537 2377 2101 1351 1097 276
is_linear=0
shrinkage=0.00196078


Tree=4230
num_leaves=10
num_cat=0
split_feature=474 160 133 43 43 16 16 2 16
split_gain=1.89262e-05 6.70497e-05 7.42786e-05 3.51112e-05 0.000102292 3.67501e-05 6.47391e-05 3.35363e-05 3.07838e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074254999999999988 0.054425000000000008 -0.19424999999999998 0.087995000000000004 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 6 -6 -8 -4
right_child=-2 2 3 4 5 -7 7 -9 -10
leaf_value=-0.019751462915760173 0.013011839173618337 -0.018881091581724064 -0.017662169639589421 0.034977278829693315 -0.0089573130757324478 -0.013457092138043088 0.0052592694412889338 0.028915162065212521 0.0062405442400092718
leaf_weight=0.0016809756665216316 0.0010054003176840206 0.0014687636193072917 0.0010583449497724561 0.001242791210788778 0.0014892899883577029 0.0010761300436325488 0.0011505279836683837 0.0012508171017783386 0.0010975701892637964
leaf_count=927 424 843 299 319 236 222 256 240 144
internal_value=0 -0.00129485 0.00185996 0.00550156 0.00931892 0.00289865 0.00742256 0.0175812 -0.00549337
internal_weight=0 0.0115152 0.00983424 0.00836547 0.00620956 0.00496677 0.00389064 0.00240135 0.00215592
internal_count=3910 3486 2559 1716 1273 954 732 496 443
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=12
num_cat=0
split_feature=11 124 3 15 43 52 1 1 3 48 16
split_gain=8.27851e-05 7.66992e-05 8.00661e-05 7.4337e-05 0.000205528 8.63548e-05 7.25526e-05 0.000126551 0.000112282 9.88907e-05 2.63778e-05
threshold=0.08184000000000001 -0.048219999999999992 -0.10628499999999998 0.088190000000000004 -0.079374999999999987 0.12267000000000002 0.11183500000000002 0.094695000000000015 0.084925000000000014 0.084500000000000006 0.025915000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 6 7 8 -6 -10 -3
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00053097292878442925 -0.00055752367291598572 0.000524218822913144 -0.00079458264104339594 0.0002551199346277845 -0.00058525596927673105 0.0005062154306307836 -0.00049910807744913994 0.00057991441826395012 0.00051916026119631432 -0.00030649889791829949 9.0046464109594043e-05
leaf_weight=0.0010397674337855678 0.0010295070188140404 0.0011566078280877109 0.0016367773503707011 0.0019591697393607785 0.0015010095792257101 0.0010106038967850426 0.0014322474586006802 0.0011238564682332086 0.001120937302385272 0.0011099814318562551 0.0010058604727855303
leaf_count=313 224 209 785 824 798 195 228 130 67 52 85
internal_value=0 1.8443e-05 -2.23711e-05 -9.07782e-05 -0.000166619 -2.57938e-05 -0.000111298 3.08988e-06 -0.000170619 0.000108358 0.000322266
internal_weight=0 0.0140968 0.0130571 0.0108946 0.00893541 0.00729864 0.00628803 0.00485578 0.00373193 0.00223092 0.00216247
internal_count=3910 3686 3373 3079 2255 1470 1275 1047 917 119 294
is_linear=0
shrinkage=0.00196078


Tree=4232
num_leaves=13
num_cat=0
split_feature=133 40 42 403 47 15 4 1 52 0 0 4
split_gain=6.67683e-05 9.00494e-05 9.99008e-05 7.29925e-05 5.91245e-05 0.000115243 8.18131e-05 7.62169e-05 6.3827e-05 0.000106694 0.000105816 8.25458e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.084685000000000024 0.077065000000000008 -0.10469999999999999 -0.23071499999999998 0.11235500000000002 -0.069134999999999988 -0.22384499999999996 -0.14733499999999997 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 8 10 -10 -8 -11
right_child=-2 2 3 -5 5 -7 7 -9 9 11 -12 -13
leaf_value=0.00056941429527443139 -0.00049171932462675489 -0.00054927779764065397 -0.00043845095923220707 0.00049409781204405188 -0.00073937036425372868 8.6524394644985298e-05 -0.00059463767358343596 0.00059707155818393052 0.00073874477795478615 0.00039831984470809249 0.00026070165712051128 -0.00034861691798806365
leaf_weight=0.0010662422719187386 0.0010465635685920566 0.0012543302895686318 0.0010667063391007299 0.0011860930993621869 0.0011496722584603321 0.0014932682151958315 0.0012239561415286968 0.0011867115624505714 0.0010514917758426339 0.0010276481442711848 0.0010190621718257223 0.0012740787452583439
leaf_count=253 545 367 188 260 183 249 67 269 72 622 355 480
internal_value=0 2.17183e-05 -2.34357e-05 3.30415e-05 -1.90767e-05 -0.000272738 6.63297e-05 0.000145713 5e-05 0.000221265 -0.000206035 -1.51333e-05
internal_weight=0 0.0139993 0.012933 0.0116787 0.0104926 0.00264294 0.00784965 0.00678295 0.00559624 0.00335322 0.00224302 0.00230173
internal_count=3910 3365 3112 2745 2485 432 2053 1865 1596 1174 422 1102
is_linear=0
shrinkage=0.00196078


Tree=4233
num_leaves=9
num_cat=0
split_feature=133 42 160 157 151 4 2 2
split_gain=1.82781e-05 4.6048e-05 4.70091e-05 8.23728e-05 4.14332e-05 0.000106916 4.26567e-05 7.01534e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.042459999999999991 -0.0088999999999999982 0.074650000000000008 0.086650000000000019 0.10137500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8
right_child=1 2 4 -5 5 -7 7 -9
leaf_value=0.010222957330292515 -0.017668833271234221 0.0093293026563889096 -0.0098933220944779458 -0.029597277329751887 -0.013483442734293419 0.031592986631556123 0.025535960031152452 -0.0058669075488884765
leaf_weight=0.0014949732831741743 0.001528927551360232 0.0010000308176823021 0.0015123606844560725 0.0011910880466055437 0.0014250592318316253 0.0015096797513892771 0.0012485103011619127 0.0016536124517782854
leaf_count=604 752 329 350 623 415 259 280 298
internal_value=0 -0.00155738 0.00102462 -0.0118311 0.00485747 0.00867948 0.000685345 0.00764279
internal_weight=0 0.0110693 0.00954034 0.00219112 0.00734922 0.00583686 0.00432718 0.00290212
internal_count=3910 3306 2554 952 1602 1252 993 578
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=11
num_cat=0
split_feature=49 15 42 0 484 0 1 150 42 3
split_gain=4.78548e-05 7.57863e-05 6.09434e-05 0.000108969 6.00034e-05 4.1249e-05 8.40993e-05 7.70762e-05 5.58781e-05 6.48013e-05
threshold=-0.14750499999999997 0.088615000000000013 0.084100000000000022 -0.082194999999999976 0.084225000000000008 -0.14733499999999997 0.11353000000000001 0.097540000000000016 -1.0000000180025095e-35 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 8 -2 -7 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11
leaf_value=0.00039955013095578146 -0.00042306157985286334 -0.00050398289284342944 -0.00063162467023634755 0.00010649912398547117 0.00049457327333713862 -0.00034694882554378814 0.00059502562877501079 0.00025881760730107651 0.0004121268707005972 -0.00021527114310520903
leaf_weight=0.0010304642790696277 0.0017041120487144195 0.0012239572616410564 0.0014093141592421829 0.0016923576017002298 0.0012178177571704092 0.0012564492651712207 0.0011587941335227813 0.0010180944472411952 0.0015505409236814577 0.0010695045770170997
leaf_count=143 177 800 738 444 226 690 220 62 320 90
internal_value=0 -3.90608e-05 8.05733e-06 -0.000228884 8.99391e-05 2.64172e-05 0.000131547 -0.000168041 -7.00052e-06 0.000156023
internal_weight=0 0.0133009 0.012077 0.00310167 0.00897531 0.0077575 0.00503529 0.00272221 0.00387649 0.00262005
internal_count=3910 3767 2967 1182 1785 1559 1320 239 1100 410
is_linear=0
shrinkage=0.00196078


Tree=4235
num_leaves=10
num_cat=0
split_feature=52 1 0 16 52 1 2 47 1
split_gain=1.89856e-05 4.49919e-05 8.56375e-05 5.72402e-05 5.31003e-05 3.15758e-05 4.66447e-05 6.52255e-05 2.9355e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.087614999999999985 -0.083144999999999983 -0.081429999999999989 0.092550000000000007 0.11542500000000001 0.09252500000000001 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 8 7 -7 -6
right_child=1 4 3 -5 5 6 -8 -9 -10
leaf_value=-0.012779682405232324 -0.030114312530146205 0.025418621807170552 0.020374892093073763 -0.0089005268090644532 -0.00026008114680923378 0.0010730297063752663 0.012679019334235334 -0.030544366441682722 0.0232634965050139
leaf_weight=0.0010861669675228504 0.0011791133011518863 0.0011514121684612954 0.0010582111762701327 0.0018106200853247533 0.0010209036892844447 0.0018301833300487457 0.0012978645034191385 0.0010139654417946863 0.0011043206738532282
leaf_count=425 611 315 329 851 252 450 330 132 215
internal_value=0 0.00105332 -0.00742666 0.00189815 0.00568037 0.00205408 -0.00303028 -0.0101989 0.0119634
internal_weight=0 0.0114666 0.00404794 0.00286883 0.00741865 0.00626724 0.00414201 0.00284415 0.00212522
internal_count=3910 3485 1791 1180 1694 1379 912 582 467
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=10
num_cat=0
split_feature=0 1 15 15 3 12 47 16 4
split_gain=2.03788e-05 3.50191e-05 6.19849e-05 4.39096e-05 5.71186e-05 4.45871e-05 9.29496e-05 0.000109923 8.05377e-05
threshold=0.15480500000000005 0.076710000000000014 0.083935000000000023 0.079360000000000014 -0.10315499999999998 -1.0000000180025095e-35 0.096175000000000024 -0.09601999999999998 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -7 -9
right_child=-2 3 -4 -5 5 6 -8 8 -10
leaf_value=-0.022310422353271145 0.01326137236526622 0.02460528193805004 0.0049562769068293641 -0.016855390994071306 0.016717684883054973 0.030188864991815573 -0.029855624750894066 -0.02592519669269723 0.011519408223808598
leaf_weight=0.0018355348151563879 0.0010417039877419132 0.0012329872946300231 0.001527555464309814 0.0010511341669616264 0.0013661140009254375 0.0010957792422372809 0.0010555515489510774 0.0012190524181033137 0.0010862339941083432
leaf_count=1095 74 275 860 496 424 128 209 298 51
internal_value=0 -0.00134672 -0.00992556 0.00221217 0.00505279 0.000912466 -0.0039324 0.0041131 -0.00828157
internal_weight=0 0.0114699 0.00336309 0.00810685 0.00705572 0.00582273 0.00445662 0.00340107 0.00230529
internal_count=3910 3836 1955 1881 1385 1110 686 477 349
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=11
num_cat=0
split_feature=41 457 16 15 15 49 0 52 4 15
split_gain=5.58731e-05 5.94124e-05 8.15918e-05 7.30644e-05 6.74648e-05 9.52189e-05 0.00011964 7.97423e-05 0.000127208 0.000106071
threshold=0.075585000000000013 -0.0034949999999999994 -0.49150499999999991 0.090505000000000016 -0.14097499999999996 -0.00064499999999999985 -0.10575999999999998 0.10433000000000002 -0.23071499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 -8 -10
right_child=-2 2 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00042000503111016668 -0.00045432278254606934 0.00053780078299577115 -0.00039278082789390059 -0.00045721273139570949 -0.00026314420608653622 0.00075327863289490263 -0.00058287746225963138 0.00052338624050425532 -0.00026293129912952887 0.00047139525190650314
leaf_weight=0.0010815205792152191 0.0010235289917353277 0.0012333518211594908 0.0011215041365191794 0.0011702172519800986 0.0019693514032743699 0.0013334468582980683 0.0011632537590946634 0.0013111290398451552 0.0012651803588190407 0.0018801583291045438
leaf_count=312 221 255 335 658 318 110 191 240 543 727
internal_value=0 2.08128e-05 5.91136e-05 6.4672e-06 6.049e-05 0.000117463 0.000225263 9.99755e-05 -2.88707e-05 0.00017602
internal_weight=0 0.0135291 0.0124476 0.0112142 0.010044 0.00892252 0.00695317 0.00561972 0.00430859 0.00314534
internal_count=3910 3689 3377 3122 2464 2129 1811 1701 1461 1270
is_linear=0
shrinkage=0.00196078


Tree=4238
num_leaves=10
num_cat=0
split_feature=11 0 16 13 43 15 52 16 0
split_gain=2.18043e-05 3.72223e-05 5.25322e-05 5.05649e-05 3.73203e-05 6.2461e-05 4.44123e-05 5.95431e-05 0.000132496
threshold=0.079700000000000007 -0.017269999999999997 0.22945500000000005 0.0024700000000000004 -0.053009999999999995 -0.053579999999999996 -0.074484999999999982 -0.19424999999999998 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 -8 -9
right_child=-2 2 -4 -5 6 -7 7 8 -10
leaf_value=0.029937973862263129 -0.014240591714002056 -0.0013111828005645649 0.029700790390538457 -0.020028413378025377 -0.018728246768758075 -0.004696843700036802 -0.014792222390655219 0.037165053590284901 -0.0057561955846629556
leaf_weight=0.0010530580719954265 0.0010064421808583428 0.0012007368279868284 0.0010020592106527726 0.0012907388807149008 0.0013445097627097415 0.0010299768598035016 0.0014501363235507295 0.0011253710614401759 0.0019927840620347207
leaf_count=633 254 246 86 499 236 587 257 78 1034
internal_value=0 0.0011095 0.0127963 -0.00166263 0.0013021 0.0128125 -0.00275291 0.00194884 0.00973448
internal_weight=0 0.0114894 0.0022028 0.00928658 0.00799584 0.00208303 0.0059128 0.00456829 0.00311816
internal_count=3910 3656 332 3324 2825 1220 1605 1369 1112
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=13
num_cat=0
split_feature=484 42 47 16 48 16 16 2 15 3 4 12
split_gain=0.000105231 9.21878e-05 0.000107174 9.84613e-05 9.6129e-05 0.000122885 8.74151e-05 0.000115259 8.52247e-05 7.23103e-05 4.97355e-05 4.1139e-05
threshold=-0.0043499999999999988 0.10217500000000002 0.09550500000000002 -0.014099999999999998 0.087945000000000009 -0.083144999999999983 0.15737500000000001 0.088820000000000024 -0.029114999999999999 0.076695000000000013 -0.08100499999999998 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -5 -2 -4 -10 -8
right_child=1 -3 9 6 -6 -7 11 -9 10 -11 -12 -13
leaf_value=-0.00061228201554239519 0.00054369881267901969 -0.00051670161445008657 0.00074058703671376833 1.6871294395170654e-06 -0.00061323947081498738 -0.00057626444082882033 -0.0003518125959568595 0.00084519367022616845 0.00022771136591224646 5.1402142580445267e-05 -0.00034750719255894214 0.0001908593809621665
leaf_weight=0.0010562969019322884 0.0013114834831162415 0.0011002414414495757 0.0013843888264643374 0.0011550876502653068 0.0014402129949109711 0.0012148292174369436 0.0010821869678475887 0.0013515623832698184 0.0010753058049315796 0.0010140473774616354 0.0012493670782008936 0.0010662483286707192
leaf_count=612 401 413 190 338 167 572 221 247 273 77 224 175
internal_value=0 2.8829e-05 7.38068e-05 -8.44613e-06 -0.000168412 -3.63463e-05 0.000207742 0.000456498 0.000144039 0.000449203 -8.14328e-05 -8.24896e-05
internal_weight=0 0.014445 0.0133447 0.0109463 0.0062912 0.00485099 0.00465509 0.00250665 0.00363616 0.00239844 0.00232467 0.00214844
internal_count=3910 3298 2885 2618 1637 1470 981 585 898 267 497 396
is_linear=0
shrinkage=0.00196078


Tree=4240
num_leaves=9
num_cat=0
split_feature=1 42 15 16 42 48 0 2
split_gain=1.95468e-05 4.2629e-05 4.20314e-05 6.90005e-05 4.14325e-05 8.07264e-05 5.28169e-05 8.64671e-05
threshold=0.10420500000000001 0.092145000000000019 -0.017214999999999998 -0.062279999999999995 0.085195000000000007 0.086215000000000014 -0.099864999999999995 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 -1 -8
right_child=2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.014616709834722795 0.011419855887122812 -0.021808961233348044 0.022174750350929532 -0.018623424239657693 0.016016261438675797 -0.026386690017885253 -0.030075360627828063 0.0072423008517882373
leaf_weight=0.001985236002860916 0.0019319016820202404 0.0010493096446769507 0.0011024892887469134 0.0012650546249122077 0.0012878572813566479 0.0012454078640713054 0.0010035671379344212 0.0016283514524554473
leaf_count=267 427 591 205 248 682 264 702 524
internal_value=0 -0.00298692 0.00533785 -0.000468449 -0.000224818 -0.00379257 0.00230185 -0.00698716
internal_weight=0 0.00819973 0.00429945 0.00319696 0.00715042 0.00586256 0.00461715 0.00263192
internal_count=3910 3030 880 675 2439 1757 1493 1226
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=9
num_cat=0
split_feature=11 0 52 13 15 1 1 15
split_gain=1.86471e-05 3.09474e-05 4.07765e-05 4.06133e-05 4.02178e-05 5.49523e-05 7.22965e-05 5.18595e-05
threshold=0.079700000000000007 -0.017269999999999997 0.024145000000000003 0.0024700000000000004 -0.0058549999999999991 0.091560000000000016 0.11097000000000001 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -6
right_child=-2 2 -4 -5 7 6 -8 -9
leaf_value=-0.018701133733353827 -0.013181199360766609 0.026188883124123791 -0.0011258298504142423 -0.017978415609105531 0.020329698540308014 0.018570645482356755 -0.011492960176661801 -0.0067045031069042837
leaf_weight=0.001740477388911834 0.0010039122631318653 0.0010311131404829427 0.0011629383863105808 0.0012873972164020439 0.0018992794443792997 0.0015827916263827498 0.0016171716475532249 0.0011327984189267548
leaf_count=955 254 232 100 499 586 257 355 672
internal_value=0 0.00103235 0.011711 -0.00149785 0.00116342 -0.00440073 0.00337734 0.0102296
internal_weight=0 0.011454 0.00219405 0.00925992 0.00797252 0.00494044 0.00319996 0.00303208
internal_count=3910 3656 332 3324 2825 1567 612 1258
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=10
num_cat=0
split_feature=1 52 0 12 43 3 4 4 3
split_gain=1.93308e-05 3.7714e-05 5.94651e-05 6.82359e-05 6.11441e-05 0.000102183 5.00465e-05 3.64681e-05 3.53719e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 -0.0037249999999999996 -0.016619999999999996 -0.44477499999999992 -0.082054999999999975 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 -8 -7
right_child=-2 -3 6 -5 5 8 7 -9 -10
leaf_value=-0.020312100887467092 0.011120510528945032 -0.017041120221806681 -0.0055411295710958942 -0.026736586606683901 0.03170139985319783 -0.014340577572528622 0.033953172482305886 0.0074567872636443757 0.0069846394881915106
leaf_weight=0.0011611054942929026 0.0013662720409812314 0.0013663763622185155 0.0010743326190970955 0.0011595986543628161 0.0011065775500783046 0.0015559233850300767 0.0010658332082846061 0.0010132778283137335 0.0015553033350262369
leaf_count=1008 345 576 204 484 283 122 128 605 155
internal_value=0 -0.00148767 0.000705064 -0.00473468 8.54421e-06 0.00560255 0.0119841 0.0210399 -0.00368009
internal_weight=0 0.0110583 0.00969195 0.00653851 0.00537891 0.0042178 0.00315344 0.00207911 0.00311123
internal_count=3910 3565 2989 2052 1568 560 937 733 277
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=10
num_cat=0
split_feature=150 151 151 1 4 15 2 4 16
split_gain=2.03394e-05 9.92716e-05 7.00056e-05 5.28488e-05 7.90026e-05 7.59711e-05 6.63064e-05 8.68179e-05 6.45276e-05
threshold=0.082085000000000019 -0.051109999999999996 -0.03268999999999999 0.11198000000000001 0.22584000000000001 -0.10312999999999999 0.10393500000000001 -0.08422499999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 -7 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.02698249152649191 0.030741660411989943 -0.010648093286340823 -0.028197717183628925 -0.0044203849103475763 0.033691792101738852 -0.012744729519306622 -0.018088029324522237 0.0049188986714341432 0.035301390253601787
leaf_weight=0.0010121918637451309 0.0010696468024118807 0.0012645520819521458 0.0010582563127818131 0.0011056311764667257 0.0010705105163441345 0.0014846228940078115 0.0013920263793339334 0.0017651211325239678 0.0011573941896233766
leaf_count=317 321 192 269 183 285 575 418 812 538
internal_value=0 0.00831876 -0.00204383 0.000750494 0.0143282 -0.00355826 0.000938057 0.00694758 0.0169512
internal_weight=0 0.0023342 0.0100458 0.00903356 0.00217614 0.00685742 0.00579916 0.00440714 0.00292252
internal_count=3910 513 3397 3080 468 2612 2343 1925 1350
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=10
num_cat=0
split_feature=49 52 13 2 157 0 1 2 52
split_gain=2.10739e-05 3.75853e-05 6.30695e-05 0.000100072 4.18535e-05 5.66409e-05 0.000136622 7.55271e-05 7.54518e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.099990000000000009 -0.062769999999999979 -0.017269999999999997 0.11097000000000001 0.086650000000000019 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6 -9
right_child=-2 -3 4 -5 5 -7 -8 8 -10
leaf_value=-0.0055035607707909053 0.012551150846128352 -0.017559798430261751 0.015411491153127869 0.037315151606108848 -0.017623659931409338 0.013589788266746556 -0.040180484338179612 0.029348768022158207 -0.0061260492253307703
leaf_weight=0.0011045781116654843 0.0011931871006778975 0.0012790666788126863 0.0010051345570995709 0.0010789785213332626 0.0018336392237647487 0.0011610730699953649 0.0012236435107132581 0.0010572114138241743 0.0013850054519464741
leaf_count=208 378 566 398 158 918 232 204 244 604
internal_value=0 -0.00143296 0.00066134 0.0156548 -0.00360951 -0.00647993 -0.0107171 -0.00228544 0.00923065
internal_weight=0 0.0111283 0.00984926 0.00218356 0.00766571 0.00666057 0.0054995 0.00427586 0.00244222
internal_count=3910 3532 2966 366 2600 2202 1970 1766 848
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=10
num_cat=0
split_feature=1 43 42 48 0 2 52 15 0
split_gain=2.28664e-05 4.22386e-05 4.91775e-05 4.92418e-05 4.91751e-05 5.06965e-05 3.36466e-05 3.14783e-05 2.26228e-05
threshold=0.10420500000000001 -0.17307499999999998 0.088585000000000011 0.087945000000000009 -0.083424999999999985 0.087005000000000013 -0.014099999999999998 -0.091024999999999981 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -2 -8 -3
right_child=6 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.015934592979796935 0.01683992678442962 0.0083347529708094458 -0.02453016789149751 -0.022268466275215879 -0.011346137278005973 -0.0083939466126600314 -0.010666808567182478 0.012085920269777062 0.029324775191499883
leaf_weight=0.0010099912914072794 0.0016860128798593865 0.0010399602811665826 0.0011830722904200858 0.001010081033262689 0.0017600526531774043 0.0010405463109104248 0.0014947193703259863 0.001025051973384151 0.0010142706819214267
leaf_count=202 382 103 845 257 750 424 298 200 449
internal_value=0 -0.00319102 -0.00593176 -0.00218008 0.00199945 0.00958931 0.00590547 -0.00141092 0.0186985
internal_weight=0 0.00805797 0.00704798 0.00586491 0.00485483 0.00309478 0.00420578 0.00251977 0.00205423
internal_count=3910 3030 2828 1983 1726 976 880 498 552
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=13
num_cat=0
split_feature=484 133 40 484 42 3 12 49 457 2 16 52
split_gain=8.97258e-05 8.00791e-05 8.33486e-05 6.76694e-05 6.903e-05 7.52868e-05 8.53608e-05 7.79842e-05 0.000148197 5.83317e-05 0.000106096 1.85079e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 0.088000000000000009 -0.089744999999999978 -0.11266 0.095295000000000019 -0.0019649999999999997 0.084670000000000009 0.081615000000000007 -0.074719999999999995 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 -9 11 -11
right_child=1 -3 3 -5 5 6 -8 9 -10 10 -12 -13
leaf_value=-0.00057497704843696945 0.00060766590166514778 -0.00048847167982947047 -0.0003786994306661247 -0.00046235197333764123 0.00048079726117131194 -0.00072881997217690031 -0.00046016343645413117 -6.1313760583381636e-05 0.00025746642512511949 0.00035615392376631524 0.00094247821805237689 -1.8992185137880419e-05
leaf_weight=0.001017172958324381 0.0010232900039611982 0.0010660013746080993 0.0011795701325262144 0.0010049352226838082 0.001839730383771253 0.0010177035219480915 0.0011236179073449808 0.0013472021660190492 0.0013799097204809097 0.001008993687717177 0.0010252158188253763 0.0010134611784576319
leaf_count=612 261 472 312 298 267 211 259 327 106 148 290 347
internal_value=0 2.81239e-05 7.06037e-05 2.45773e-05 6.93249e-05 0.000123495 4.04569e-05 0.00012327 -0.000161178 0.00027845 0.00042864 0.000168167
internal_weight=0 0.0140296 0.0129636 0.0119403 0.0109354 0.00975583 0.0079161 0.00679249 0.00239761 0.00439487 0.00304767 0.00202245
internal_count=3910 3298 2826 2565 2267 1955 1688 1429 317 1112 785 495
is_linear=0
shrinkage=0.00196078


Tree=4247
num_leaves=10
num_cat=0
split_feature=49 15 42 0 484 1 457 133 16
split_gain=5.41342e-05 8.4604e-05 4.78674e-05 9.16561e-05 6.86905e-05 4.77652e-05 7.09575e-05 6.22656e-05 4.81165e-05
threshold=-0.14750499999999997 0.088615000000000013 0.084100000000000022 -0.082194999999999976 0.084225000000000008 0.11368000000000002 0.081330000000000013 0.083815000000000014 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00041550659365470466 -0.00057082703976207893 -0.00054682205401920391 -0.00058389787114583884 9.8386493805794137e-05 0.00050576757726746773 0.00030398590467662116 0.0003196292309901757 0.00020537859502072151 -0.00011352302563793636
leaf_weight=0.0010317536953213012 0.0015936247391425042 0.0012018424835722194 0.0013928193724610622 0.0016582276903510027 0.0012100526309029268 0.0016071223336106997 0.0013556732445191566 0.0011619255858686794 0.0019882230597988429
leaf_count=143 502 800 738 444 226 269 141 263 384
internal_value=0 -5.08909e-05 -1.0875e-06 -0.00021308 7.14511e-05 3.25654e-06 -7.59816e-05 -0.000189039 -0.000316985
internal_weight=0 0.0131695 0.0119677 0.00305105 0.00891662 0.00770657 0.00609945 0.00474377 0.00358185
internal_count=3910 3767 2967 1182 1785 1559 1290 1149 886
is_linear=0
shrinkage=0.00196078


Tree=4248
num_leaves=10
num_cat=0
split_feature=157 4 43 13 43 0 15 1 2
split_gain=1.92833e-05 3.89522e-05 6.98625e-05 6.7946e-05 6.75306e-05 0.000102079 6.31142e-05 3.58251e-05 3.19307e-05
threshold=-1.0000000180025095e-35 -0.39075499999999991 -0.24333999999999997 0.00079000000000000012 -0.057994999999999998 -0.10071499999999999 -0.07142999999999998 0.089825000000000002 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 8 -4 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.010626239904975215 0.016770018537243213 -0.025911301792796743 0.00024422804632446481 0.026221663113704004 -0.020427718417296473 -0.031673762698507475 0.022195805842327498 0.025523921930961924 0.0015273342051230106
leaf_weight=0.0015221835796589084 0.001429765714797508 0.0010014253546388211 0.001099387351188142 0.0010200626845490186 0.001090607678990739 0.0013160214658681194 0.0010008716190930693 0.0011438461042384016 0.0016872608985246812
leaf_count=703 148 184 551 397 92 1081 152 385 217
internal_value=0 0.00139684 -0.000951588 0.00203897 -0.00132269 -0.00768825 0.000665179 0.0131346 -0.00709235
internal_weight=0 0.0107892 0.00935948 0.00835806 0.007338 0.00509476 0.00377874 0.00224323 0.00277787
internal_count=3910 3207 3059 2875 2478 1542 461 936 309
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=11
num_cat=0
split_feature=484 3 15 0 42 151 49 3 1 12
split_gain=4.99224e-05 4.42914e-05 7.2847e-05 3.89144e-05 7.47753e-05 6.84133e-05 9.01076e-05 0.000101706 5.85296e-05 2.6819e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -1.0000000180025095e-35 -0.053834999999999994 0.091230000000000019 -0.044604999999999992 -0.065249999999999989 0.084925000000000014 0.088010000000000019 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 8 -8 -5
right_child=1 3 -4 9 -6 6 7 -9 -10 -11
leaf_value=-0.00041609800016625714 0.00066288096963920988 -0.00045526561813134694 -4.1989801013320104e-07 -4.3164968122947818e-05 0.00042975677163716177 -0.00048010689760498725 -0.00037009339180331076 0.00053177578626279235 0.00020945893148440546 -0.00048871526403729227
leaf_weight=0.0010383283469893511 0.0010348035367383898 0.0013209584882513184 0.0016541572885573862 0.0010315254351450326 0.0014938011401847513 0.0010307084010880759 0.0013216213333421178 0.0017466203703943315 0.0013587408485944421 0.0010462110306377558
leaf_count=627 180 326 270 230 552 129 988 164 292 152
internal_value=0 3.06349e-05 0.000254841 -2.76134e-05 3.2641e-05 -5.48708e-05 4.20393e-05 0.000163607 -7.63042e-05 -0.000267515
internal_weight=0 0.0130391 0.00268896 0.0103502 0.00827245 0.00677865 0.00545769 0.00442698 0.00268036 0.00207774
internal_count=3910 3283 450 2833 2451 1899 1573 1444 1280 382
is_linear=0
shrinkage=0.00196078


Tree=4250
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 51 151 1 4 0
split_gain=7.30818e-05 8.16135e-05 6.22718e-05 9.77643e-05 0.000155481 9.67314e-05 7.54334e-05 0.000111106 7.18426e-05 0.000197209
threshold=-0.0043499999999999988 0.10681500000000001 0.088465000000000016 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 -0.0088999999999999982 0.10113500000000002 -0.077889999999999987 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.00052688848755817557 -0.00041589980308542733 -0.00050566325691533975 -0.00040734358884023949 0.00044883058216997173 0.00094673372325447698 -0.00022412272226636723 -0.00052994704254003921 0.00044582938543726177 -0.00053065301403391494 0.00055976196187961576
leaf_weight=0.0010213991686679113 0.0015974502275169786 0.0010617773794888109 0.0010088695097597656 0.0016389546671724635 0.00115981721777173 0.0016459230068945117 0.0011871818200812848 0.0019501252936886164 0.0011903552120511307 0.0013734380481552804
leaf_count=612 227 472 310 424 91 416 543 287 146 382
internal_value=0 1.66454e-05 6.01343e-05 0.000100296 0.000329553 0.00011164 -3.93183e-05 6.61999e-05 -0.000131169 5.34882e-05
internal_weight=0 0.0138139 0.0127521 0.0117432 0.00444469 0.00328488 0.00729855 0.0057011 0.00375098 0.00256379
internal_count=3910 3298 2826 2516 931 840 1585 1358 1071 528
is_linear=0
shrinkage=0.00196078


Tree=4251
num_leaves=10
num_cat=0
split_feature=4 0 4 4 4 2 1 150 1
split_gain=2.18068e-05 4.92332e-05 3.68178e-05 3.84721e-05 4.81467e-05 3.49376e-05 5.78484e-05 5.15162e-05 5.82788e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -7
right_child=1 -3 3 4 5 7 -8 -9 -10
leaf_value=-0.014207493200212052 -0.019035864427602217 0.02099231118733464 0.018206963765694455 -0.018352346520796071 -0.020286782662598587 -0.015168366915633523 0.010136569023898865 0.023450418041538124 0.014121890895713042
leaf_weight=0.0010062589858221534 0.0010225712185583059 0.001126539848626395 0.0011345849981511868 0.0013951964169280065 0.0014446069693808843 0.0013311705964316285 0.0011015879733878606 0.0013891661313547542 0.001387199930635491
leaf_count=192 498 223 534 1124 262 521 145 169 242
internal_value=0 0.00115331 -0.00103651 0.000967695 -0.00146237 0.00207923 -0.0071244 0.0077844 -0.000221382
internal_weight=0 0.0113326 0.0102061 0.00918351 0.00804893 0.00665373 0.00254619 0.00410754 0.00271837
internal_count=3910 3718 3495 2997 2463 1339 407 932 763
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=9
num_cat=0
split_feature=50 160 2 133 3 49 12 42
split_gain=1.91759e-05 4.38674e-05 4.1736e-05 7.68763e-05 4.5446e-05 5.79818e-05 6.19986e-05 3.68513e-05
threshold=0.088425000000000017 -0.085744999999999988 0.113945 -0.0056849999999999991 0.094625000000000015 -0.0019649999999999997 0.084100000000000022 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=0.020761169544312258 -0.012652780487603056 -0.021451979369077296 -0.015609488968194994 -0.016010130548990437 0.018874380632099862 0.021125264645756731 -0.016710647555056354 0.0094689367197558251
leaf_weight=0.0010352663631226682 0.0011057270297286153 0.00120701830468128 0.0016113469227563423 0.0014544644242168864 0.0019475981782331219 0.0017864321854448154 0.0011138799197206958 0.0010394284651557137
leaf_count=485 689 683 475 312 164 267 497 338
internal_value=0 0.00115128 -0.000846857 0.00193572 0.00578074 0.00105323 0.00735264 -0.00407344
internal_weight=0 0.0111954 0.0101602 0.00854882 0.0073418 0.0053942 0.00393974 0.00215331
internal_count=3910 3221 2736 2261 1578 1414 1102 835
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=10
num_cat=0
split_feature=4 0 4 42 43 4 42 48 52
split_gain=2.07829e-05 4.01677e-05 3.11485e-05 3.62977e-05 6.17851e-05 3.64008e-05 7.13752e-05 5.57127e-05 4.16787e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.08422499999999998 -0.088669999999999985 1.0000000180025095e-35 -0.034289999999999994 0.088115000000000013 0.087945000000000009 -0.060039999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.013879902805338202 -0.017438888757523491 0.019145379337319083 0.016607154406062835 -0.015306466445928431 -0.024556916511367304 0.022811270243480317 0.024180760256696764 -0.016978580377485366 -0.0023856281094129642
leaf_weight=0.0010022172533273024 0.0010165293107680272 0.0011170435353482023 0.0012831435472183345 0.0010434466734723334 0.0010149527110380465 0.0010349742689069092 0.0014513000278242021 0.001505981999975846 0.0017950994045714374
leaf_count=192 498 223 279 639 604 255 436 275 509
internal_value=0 0.00114749 -0.000834132 0.00101486 -0.00153521 0.00188547 0.00498513 -0.00143974 0.00682902
internal_weight=0 0.0112625 0.0101454 0.0091289 0.00784576 0.0068308 0.00578736 0.00433606 0.00283007
internal_count=3910 3718 3495 2997 2718 2114 1475 1039 764
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=11
num_cat=0
split_feature=52 39 13 3 2 0 15 3 15 4
split_gain=2.27497e-05 4.21872e-05 4.3813e-05 5.54866e-05 7.16567e-05 6.24448e-05 0.000106585 6.77826e-05 3.11926e-05 1.30738e-05
threshold=-0.27466499999999994 0.005105000000000001 -0.26418499999999995 -0.10628499999999998 0.11230000000000001 -0.23029999999999998 0.088190000000000004 -0.077894999999999978 -0.094924999999999995 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 7 -7 -9 -4
right_child=1 -3 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.014176244423385271 0.018713900621059324 0.019161205062154928 0.0026963984148261487 0.018885343139234595 -0.029687415937018641 -0.038845300889206069 0.016219445640854278 0.0047013647047198237 -0.019623560218700417 0.017894116788123443
leaf_weight=0.0010458135076306429 0.0010263177633519473 0.0011762826492008544 0.0011112024339691589 0.0010684457792574124 0.0012107620287510092 0.0010398764702453244 0.0012855096483370839 0.0010382860202073833 0.0010708856620432667 0.0011537496705060662
leaf_count=425 157 433 190 98 243 1072 695 147 252 198
internal_value=0 0.00124701 -0.000859141 -0.00309645 -0.00766242 -0.00281652 -0.00804529 -0.0179507 -0.00764908 0.010438
internal_weight=0 0.0111813 0.010005 0.00897872 0.00671377 0.005503 0.00443456 0.00314905 0.00210917 0.00226495
internal_count=3910 3485 3052 2895 2507 2264 2166 1471 399 388
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 151 1 0 0
split_gain=5.40116e-05 5.58387e-05 5.949e-05 0.000100087 0.000133488 0.000120196 0.000100654 0.000129589 6.7337e-05 0.000148838
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.00044113749893921392 -0.00052117515779225498 -0.00040723635134541408 -0.00038200275139641053 0.00044493741367034127 0.00093707952410306526 -0.00036434826625991973 -0.00049859380492644882 0.00050295742764109067 0.00061275424974565349 -0.00040905488970247858
leaf_weight=0.0010355426185992807 0.0013420873694324851 0.0010574519882835193 0.0010512914322579744 0.0018400049268359423 0.0010873236765434812 0.001144427762956585 0.0012845014897245395 0.0018261669645028575 0.0010247639585022135 0.0011781946631208287
leaf_count=627 218 480 341 525 91 279 176 286 429 458
internal_value=0 2.43807e-05 6.31296e-05 0.000106753 0.000348897 0.000134604 -4.13841e-05 7.9799e-05 -0.000141783 6.62664e-05
internal_weight=0 0.0128362 0.0117788 0.0107275 0.00407176 0.00298443 0.00665571 0.00531363 0.00348746 0.00220296
internal_count=3910 3283 2803 2462 895 804 1567 1349 1063 887
is_linear=0
shrinkage=0.00196078


Tree=4256
num_leaves=9
num_cat=0
split_feature=133 160 474 42 160 0 16 12
split_gain=2.1398e-05 3.77012e-05 8.13718e-05 4.39334e-05 4.77907e-05 7.88863e-05 9.03618e-05 8.33032e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.059400000000000008 -1.0000000180025095e-35 0.099550000000000013 -0.15713499999999997 0.022165000000000004 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7
right_child=1 3 -4 4 -6 6 -8 -9
leaf_value=0.011307313664227801 -0.029986716241638168 -0.015305353421637328 0.0080345857029208399 -0.013414172680178789 -0.01554610964920855 0.039174513737729275 -0.0034348762185333649 0.0050672880306266866
leaf_weight=0.0014545692830161107 0.0012625772112485995 0.0013203856317012324 0.0010157130438114808 0.0013562982882682137 0.0010156020020306473 0.0016996312695209898 0.0018448740996802309 0.0012374610431409947
leaf_count=604 746 618 340 156 234 439 395 378
internal_value=0 -0.0016159 -0.013036 0.00145436 0.0045477 0.0078723 0.0139097 0.0248044
internal_weight=0 0.0107525 0.00227829 0.00847425 0.00715387 0.00613826 0.00478197 0.00293709
internal_count=3910 3306 1086 2220 1602 1368 1212 817
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=9
num_cat=0
split_feature=1 1 13 13 2 16 15 16
split_gain=2.16539e-05 3.92445e-05 4.23218e-05 5.60404e-05 3.99249e-05 6.67466e-05 3.00618e-05 6.57099e-05
threshold=0.10420500000000001 0.092730000000000021 -0.028919999999999998 -0.09547499999999999 0.086915000000000006 -0.089559999999999987 -0.017214999999999998 -0.062279999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -2
right_child=6 -3 4 -5 5 -7 -8 -9
leaf_value=0.0019689655852461194 0.012468262002356291 -0.020685026669950091 0.018025229072393689 -0.02651718534743382 0.017393699833596205 -0.016726895016859752 0.020250966433803627 -0.017325463075388972
leaf_weight=0.0016978397302644913 0.0018896680843573641 0.001096887776161422 0.0016851608172361071 0.0011641326170823032 0.0010005944863569983 0.0013425952174866945 0.0010671785144369694 0.0012170000176827157
leaf_count=249 427 398 465 1275 164 479 205 248
internal_value=0 -0.00311669 -0.000319946 -0.00961803 0.00628595 -0.00215664 0.00577098 0.000796927
internal_weight=0 0.00798721 0.00689032 0.00286197 0.00402835 0.00234319 0.00417385 0.00310667
internal_count=3910 3030 2632 1524 1108 643 880 675
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=9
num_cat=0
split_feature=11 49 52 13 16 1 1 16
split_gain=1.80309e-05 3.08041e-05 3.29177e-05 6.90214e-05 4.27235e-05 7.33232e-05 0.000115051 8.17468e-05
threshold=0.077330000000000024 0.10447000000000002 0.11401500000000002 -0.094679999999999986 -0.094359999999999986 0.11183500000000002 0.090355000000000005 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.018995974820760996 -0.012111149278402386 0.017447268089289005 -0.01722307023248414 -0.015777557493977096 -0.023167663853584174 -0.021345054370261313 0.031041629605193494 0.011763046989441634
leaf_weight=0.0017883174157989424 0.0011263208572872942 0.0010518988777953693 0.0010578787224808294 0.0019088482775955285 0.0012366027378086218 0.0010893788831407457 0.0014053239445157425 0.0014621270715504549
leaf_count=286 279 362 536 428 962 198 378 481
internal_value=0 0.00117335 -0.000547369 0.00143685 -0.00298445 0.00171766 0.00783942 -0.00424278
internal_weight=0 0.0110004 0.00994848 0.0088906 0.00710228 0.00519343 0.00410405 0.00269873
internal_count=3910 3631 3269 2733 2447 2019 1821 1443
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=12
num_cat=0
split_feature=133 40 50 160 3 2 4 52 151 47 13
split_gain=7.43012e-05 9.54404e-05 7.38852e-05 6.63849e-05 6.35202e-05 6.86166e-05 8.39005e-05 6.16352e-05 4.02815e-05 6.75882e-05 2.19493e-05
threshold=0.10681500000000001 -0.079289999999999985 0.086465000000000014 0.099550000000000013 -0.10628499999999998 0.10796500000000002 0.15927500000000003 0.071660000000000015 -0.0074049999999999993 0.092255000000000018 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 8 -6 -10 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00061023286920607847 -0.00052308355132186395 0.00018447583569395764 -0.00049953458380753199 -0.00041994607124933741 0.00015492439411585204 -0.00035675277152272917 0.0006102253785114038 0.00034931741892125275 -0.00056034495922308708 9.5312231130126795e-05 0.00056770924081458779
leaf_weight=0.0010023773224216411 0.0010103844612993672 0.0012144002411830584 0.001118203488155411 0.0011357213402204388 0.0011832262473090438 0.0016713618273443438 0.0010023213582350705 0.0013352145981771349 0.0014380735480130705 0.001042797934590653 0.0010905862490166135
leaf_count=259 545 158 554 226 217 391 159 595 496 109 201
internal_value=0 2.85623e-05 -1.91043e-05 2.92341e-05 8.0361e-05 -5.38546e-06 9.24649e-05 -1.13419e-05 -0.000142768 -0.000284749 0.0003658
internal_weight=0 0.0132343 0.0122319 0.0111137 0.00997798 0.007673 0.00600163 0.00499931 0.0036641 0.00248087 0.00230499
internal_count=3910 3365 3106 2552 2326 1967 1576 1417 822 605 359
is_linear=0
shrinkage=0.00196078


Tree=4260
num_leaves=12
num_cat=0
split_feature=133 40 133 42 157 160 15 48 3 0 48
split_gain=8.12137e-05 9.02327e-05 6.25493e-05 9.99637e-05 7.18564e-05 7.35113e-05 0.000127309 8.84922e-05 0.000105233 0.000134415 6.94733e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099550000000000013 -0.095799999999999982 0.085575000000000012 -0.100615 -0.083564999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 10 8 -8 -10 -6
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12
leaf_value=0.00058941185932321022 -0.00053490657041694743 0.00034175567268769798 -0.00061327627393874707 -0.00039873202414150266 9.0660121583013679e-05 -0.00041690307499353963 0.00069433050741663687 0.00079275110668763601 0.00038181154057001802 -0.00055586179821505237 -0.00055373324118112503
leaf_weight=0.0010343302321364116 0.0010433661249289574 0.0016567816775295103 0.0011523551455429439 0.0014899959972430885 0.0013868285091407069 0.0010443022193620003 0.0010374765486652923 0.0012020282979114741 0.0012621940618259041 0.0011000081732033509 0.0011996851827085831
leaf_count=253 545 587 539 552 167 163 136 135 350 325 158
internal_value=0 3.27894e-05 -1.31528e-05 -6.72229e-05 -2.50232e-06 6.92109e-05 0.000139833 0.000335469 0.000173787 -5.48354e-05 -0.000208225
internal_weight=0 0.013566 0.0125317 0.0108749 0.00972252 0.00823252 0.00718822 0.00460171 0.00339968 0.0023622 0.00258651
internal_count=3910 3365 3112 2525 1986 1434 1271 946 811 675 325
is_linear=0
shrinkage=0.00196078


Tree=4261
num_leaves=12
num_cat=0
split_feature=133 484 40 160 159 2 48 2 52 15 15
split_gain=0.000104477 9.96357e-05 9.00654e-05 7.15235e-05 6.42847e-05 0.000110331 9.94142e-05 9.50412e-05 8.20988e-05 7.92123e-05 6.4039e-05
threshold=0.10681500000000001 -0.0043499999999999988 -0.079539999999999986 0.099550000000000013 0.087360000000000007 0.097135000000000013 0.097140000000000018 0.088485000000000022 0.0033900000000000002 0.024640000000000006 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 8 9 -7 10 -4
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00053916923301829426 -0.00058697681626937079 0.00063751172034815916 -5.5709572208290067e-05 -0.0004415247782229236 0.00050940815532039255 -0.00083360453853355927 0.00022270442755105069 0.00054709202258128439 -8.6638550981746305e-05 -0.00034754294813377272 0.00049457440730000114
leaf_weight=0.0010798823205654352 0.0011235060278879843 0.0010284033282016757 0.0017604865630796345 0.0011088982863178215 0.0011997535733285257 0.0012404126948525919 0.0011093536583223033 0.0018960553424207903 0.0010400393135214106 0.0014855929443951862 0.0015108588291523548
leaf_count=539 545 243 267 135 282 369 123 358 162 643 244
internal_value=0 3.37517e-05 7.99919e-05 3.35718e-05 8.04325e-05 2.91853e-05 -0.000258736 0.000175886 -0.000492938 2.79274e-05 0.000198437
internal_weight=0 0.0144597 0.0133799 0.0123515 0.0112426 0.0100428 0.00338981 0.00665299 0.00228045 0.00475694 0.00327135
internal_count=3910 3365 2826 2583 2448 2166 654 1512 531 1154 511
is_linear=0
shrinkage=0.00196078


Tree=4262
num_leaves=9
num_cat=0
split_feature=1 43 42 1 52 4 52 47
split_gain=2.08356e-05 4.07497e-05 4.96993e-05 4.02584e-05 6.31119e-05 4.05438e-05 2.63016e-05 2.61967e-05
threshold=0.10498500000000001 -0.15648499999999999 0.088585000000000011 0.089175000000000018 -0.068164999999999989 -0.038174999999999994 -0.014099999999999998 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -2 -8
right_child=6 2 -4 -5 5 -7 7 -9
leaf_value=0.014656809288133513 0.015507244772300336 0.020425776213963468 -0.0248750914944359 -0.015759479079149832 0.0033144300190684258 -0.021478369286565813 -0.010444365392394206 0.010267949057921447
leaf_weight=0.001124379152204865 0.001647146253280953 0.0013901743834616098 0.0011481198691048354 0.0015787394424047205 0.0018497215843008381 0.0010251434972250485 0.0013151245493768179 0.0011399593141905337
leaf_count=235 373 413 839 358 676 530 356 130
internal_value=0 -0.00301273 -0.0058542 -0.00211718 0.00293262 -0.00552639 0.00573154 -0.000827099
internal_weight=0 0.00811628 0.0069919 0.00584378 0.00426504 0.00287487 0.00410223 0.00245508
internal_count=3910 3051 2816 1977 1619 1206 859 486
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=9
num_cat=0
split_feature=4 484 49 43 43 52 2 0
split_gain=2.02786e-05 3.74076e-05 5.21052e-05 5.8742e-05 7.07553e-05 0.000100482 5.59097e-05 2.56581e-05
threshold=-0.49269499999999994 0.084225000000000008 -0.081629999999999994 -0.086909999999999987 -0.074254999999999988 0.071660000000000015 0.086650000000000019 -0.14808999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.013678707656612497 0.016043596343753564 0.017657952801680088 -0.021197064149898387 0.024188840810461729 -0.027912249717895177 0.015753252141255548 -0.012937714747632958 0.0074275456092422424
leaf_weight=0.0010047087607108597 0.0015392790555719673 0.0012229774446363721 0.0016020510141595652 0.00103309700163074 0.0015376673403657763 0.0017547779866794498 0.0013593676191809405 0.0011353506030644912
leaf_count=192 253 438 580 561 507 744 141 494
internal_value=0 0.00115257 -0.000873789 -0.00396564 8.19444e-05 -0.0042215 -0.0129139 -0.00366945
internal_weight=0 0.0111846 0.00996159 0.00842231 0.00682026 0.00578716 0.00403239 0.00249472
internal_count=3910 3718 3280 3027 2447 1886 1142 635
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=10
num_cat=0
split_feature=133 40 133 4 52 15 48 0 1
split_gain=6.79794e-05 6.2753e-05 6.79647e-05 6.89226e-05 0.00013556 4.79345e-05 7.04744e-05 6.37254e-05 5.61561e-05
threshold=0.10681500000000001 -0.078179999999999986 -0.085714999999999986 -0.034289999999999994 0.071660000000000015 -0.07142999999999998 0.087945000000000009 -0.099864999999999995 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -7 -5
right_child=-2 2 3 5 -6 7 -8 -9 -10
leaf_value=0.00048796365438527123 -0.00050523651940533932 0.00035824990797689115 -0.0006891206887852196 0.00042149122287592802 0.00013347450557716015 0.00060017941830189762 -0.00039368476011741963 -1.8892836715726986e-05 -0.00013454816535821354
leaf_weight=0.0010275023621423929 0.0010096434285014654 0.0016078049525236815 0.001712643008998313 0.0012134129572413364 0.0013997172064871904 0.0011031523788020664 0.0018013834428830906 0.0015202842963471599 0.0016449628765380232
leaf_count=273 545 587 571 307 484 162 266 452 263
internal_value=0 2.28914e-05 -1.69194e-05 -7.49441e-05 -0.000319176 2.94247e-05 -8.99319e-05 0.000241426 0.000101497
internal_weight=0 0.0130309 0.0120034 0.0103956 0.00311236 0.0072832 0.00465976 0.00262344 0.00285838
internal_count=3910 3365 3092 2505 1055 1450 836 614 570
is_linear=0
shrinkage=0.00196078


Tree=4265
num_leaves=12
num_cat=0
split_feature=13 1 48 2 13 15 12 16 0 12 16
split_gain=7.14767e-05 8.24255e-05 0.000105263 0.000253349 9.10673e-05 0.000118539 0.000100705 7.26371e-05 8.2662e-05 0.000135882 4.42009e-05
threshold=-0.45122499999999993 0.085835000000000009 0.11930500000000001 0.11542500000000001 -0.084084999999999979 0.085120000000000015 0.085845000000000019 -0.09601999999999998 -0.10209999999999998 0.051320000000000005 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 -2 6 -6 10 -9 -10 -3
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=0.00043543598687258796 -0.00070018971535421059 2.6243917973522865e-05 -0.00050382723555462354 0.0010574508838579668 -1.7312976582374829e-05 0.00037280562931308974 -0.00074169145972765714 -0.00045492208239471726 0.00049048811640430739 -0.00037286583598042941 0.00060285637251512175
leaf_weight=0.0012762186082892662 0.0012491552211178324 0.0010078020575129678 0.0010752859164118878 0.0010273037725519983 0.0017782631856718236 0.0013932431645565201 0.0012611838498028376 0.0017893820595654775 0.0014891060547483573 0.001324098340045014 0.0010370947501882263
leaf_count=112 693 169 119 254 278 559 649 154 202 625 96
internal_value=0 -4.86804e-05 7.07287e-05 0.000151228 -0.000232571 -0.000100794 -0.000317886 1.11796e-05 -0.000125441 8.4131e-05 0.00031868
internal_weight=0 0.0144319 0.00875007 0.00767479 0.00568185 0.00443269 0.00303945 0.00664748 0.00460259 0.0028132 0.0020449
internal_count=3910 3798 1619 1500 2179 1486 927 1246 981 827 265
is_linear=0
shrinkage=0.00196078


Tree=4266
num_leaves=9
num_cat=0
split_feature=43 131 159 12 12 1 0 457
split_gain=1.83597e-05 5.47386e-05 4.45797e-05 8.5975e-05 7.50522e-05 3.22344e-05 3.63184e-05 8.15367e-05
threshold=-0.15109999999999998 0.078355000000000022 0.08764000000000001 0.091735000000000025 0.086765000000000023 0.085990000000000011 -0.10209999999999998 0.041935000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0089443663169763727 -0.0153870248416313 -0.023322815356999343 0.019699004535474712 -0.022139547345012472 0.024095696918231012 -0.017370802879841066 0.018281807217918982 0.018016755068320532
leaf_weight=0.0019021474134694747 0.0013623632678065353 0.0010556793264738093 0.0010908224521083342 0.0016603521843862601 0.0013758022721319044 0.0016658821924439679 0.0010576974266638759 0.0010688738302640777
leaf_count=340 691 590 394 754 573 189 288 91
internal_value=0 -0.00174588 0.000708205 -0.00182087 0.00334497 -0.00219332 0.00254625 -0.00353965
internal_weight=0 0.0103375 0.00928179 0.00819097 0.00653062 0.00515482 0.00379245 0.00273476
internal_count=3910 3570 2980 2586 1832 1259 568 280
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=10
num_cat=0
split_feature=1 43 16 133 151 16 2 52 47
split_gain=2.01974e-05 3.83791e-05 4.18146e-05 3.35881e-05 3.54351e-05 5.6868e-05 2.56551e-05 2.44492e-05 2.51843e-05
threshold=0.10398500000000001 -0.17307499999999998 0.15737500000000001 0.065880000000000008 -0.024429999999999997 -0.092424999999999993 0.085155000000000022 -0.014099999999999998 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -2 -9
right_child=7 2 -4 -5 5 6 -8 8 -10
leaf_value=0.015293602383940529 0.014899045246554636 0.010227520914692999 -0.022215358227996463 0.011831124704560339 -0.026862632418855517 -0.011681392061502545 0.010745100448947713 -0.009806872418754907 0.010313636045018382
leaf_weight=0.0010014352621190792 0.0016773377134529665 0.0010083391784207899 0.0012497945648403978 0.0013401056784457157 0.0013708179468139873 0.001025594811806075 0.0010148392869408964 0.0013735334031242477 0.0011370899847916241
leaf_count=202 386 183 398 910 365 526 439 369 132
internal_value=0 -0.00301849 -0.00563471 -0.00203688 -0.00624193 -0.0111102 -0.000527253 0.0055512 -0.000694065
internal_weight=0 0.00801093 0.00700949 0.0057597 0.00441959 0.00341125 0.00204043 0.00418796 0.00251062
internal_count=3910 3023 2821 2423 1513 1330 965 887 501
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=13
num_cat=0
split_feature=403 457 16 47 16 16 43 16 15 160 15 16
split_gain=0.000159582 8.65895e-05 0.000103987 9.12725e-05 8.9648e-05 0.000112013 0.000100591 0.000158794 0.000194797 0.000135191 8.95194e-05 4.18736e-05
threshold=-1.0000000180025095e-35 -0.068264999999999978 -0.49150499999999991 0.09550500000000002 -0.19424999999999998 -0.09601999999999998 -0.17307499999999998 0.15737500000000001 -0.0089749999999999986 0.084835000000000008 0.024640000000000006 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 9 -8 -10 -5
right_child=1 2 3 11 5 6 7 -9 10 -11 -12 -13
leaf_value=-0.00077156994546966659 -0.00051057458693049126 0.00052536874643388184 -0.00053471258166761469 0.00067755025587617069 0.00061555842321279715 0.00044887033831913738 -0.00069793760944990215 -0.00064733782982698165 0.00083350700019170661 0.00018078947886568191 9.9645200444142525e-05 0.00012125323177755743
leaf_weight=0.0010058753179178924 0.0010484552970264809 0.0017225065539489123 0.001336299932943691 0.0010024572790224354 0.001038281061127448 0.0012452225541697498 0.0016790145500052947 0.0018682529776940376 0.0010705460343480452 0.001123590953085017 0.0015856127642162911 0.0010814091046727628
leaf_count=930 280 272 184 109 223 149 414 408 159 130 508 144
internal_value=0 3.3902e-05 7.25959e-05 1.27446e-05 -5.88544e-05 7.31153e-06 -6.63601e-05 -0.000153923 1.4947e-05 -0.000345648 0.000395423 0.000388863
internal_weight=0 0.0158016 0.0147532 0.0130307 0.0109468 0.00961052 0.00857224 0.00732702 0.00545876 0.00280261 0.00265616 0.00208387
internal_count=3910 2980 2700 2428 2175 1991 1768 1619 1211 544 667 253
is_linear=0
shrinkage=0.00196078


Tree=4269
num_leaves=9
num_cat=0
split_feature=157 2 1 42 52 51 12 43
split_gain=2.12364e-05 3.71508e-05 6.56591e-05 4.57501e-05 5.34024e-05 5.42494e-05 0.000100886 2.51572e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.095575000000000007 0.092145000000000019 -0.081429999999999989 0.08955500000000001 0.088375000000000023 -0.07687999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -4
right_child=1 3 7 -5 5 -7 -8 -9
leaf_value=-0.011181735659086501 -0.020117643156642388 0.029374954749119272 -0.0051288199293551291 -0.012392430266812103 0.026082919799135646 -0.014386264220424312 -0.0078459629536375679 0.017283063493024966
leaf_weight=0.0015111254178058068 0.0018284087175207348 0.0010944016730318924 0.0010005411687951189 0.001144865150132908 0.0019565736409963056 0.0011171793997988145 0.0015874089162489537 0.001002855677326142
leaf_count=703 975 350 185 448 401 187 408 253
internal_value=0 0.00148005 -0.00641537 0.00586437 0.00949592 0.00482849 0.0108856 0.00609007
internal_weight=0 0.0107322 0.00383181 0.00690043 0.00575556 0.00466116 0.00354398 0.0020034
internal_count=3910 3207 1413 1794 1346 996 809 438
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=9
num_cat=0
split_feature=133 160 1 52 13 151 15 2
split_gain=1.84621e-05 3.46173e-05 7.02814e-05 4.1151e-05 5.22805e-05 5.20111e-05 0.000100906 4.16315e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.090540000000000023 0.10433000000000002 -0.083514999999999992 -0.0088999999999999982 -0.053579999999999996 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 -8
right_child=1 3 -4 -5 5 6 7 -9
leaf_value=0.010468805049659838 -0.03144473305031887 0.01242317403165843 0.0038542138135505936 0.016882272266977034 -0.027078597444372427 0.015043449562299735 -0.0036529037415131641 -0.031138206552658917
leaf_weight=0.0014622923212876853 0.0010497768159929719 0.0019075005508952915 0.0012190492030523792 0.0014320744492394002 0.0010281831316122552 0.0018903561370001844 0.0011875131864836097 0.0010282806125334549
leaf_count=604 747 489 339 212 248 380 539 352
internal_value=0 -0.00150786 -0.0124785 0.00142944 -0.00171316 -0.00696507 -0.00192862 -0.016408
internal_weight=0 0.0107427 0.00226883 0.00847391 0.00704183 0.00513433 0.00410615 0.00221579
internal_count=3910 3306 1086 2220 2008 1519 1271 891
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=10
num_cat=0
split_feature=52 1 0 16 15 3 47 1 0
split_gain=1.74639e-05 3.84393e-05 7.38394e-05 6.03313e-05 4.61359e-05 8.52531e-05 4.2652e-05 4.99032e-05 9.12559e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.087614999999999985 -0.083144999999999983 0.079360000000000014 -0.10315499999999998 0.096300000000000011 0.094385000000000011 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 -7 -9
right_child=1 4 3 -5 -6 6 -8 8 -10
leaf_value=-0.012434650022905634 -0.028486703890866879 0.033515003694747282 0.020819741136396945 -0.0094189877348979656 -0.0144159190838036 -0.0036653287950811028 -0.014007871981794907 -0.0020571632011894578 0.040386092211436658
leaf_weight=0.0010440081889551622 0.0011255333795710605 0.0011302680994994645 0.0010489039696216095 0.0017786538292363695 0.0010044268551667986 0.0018799587880158255 0.0011277006492246919 0.0010232252584604462 0.0010032708275391346
leaf_count=425 611 203 329 851 473 252 220 110 436
internal_value=0 0.00109236 -0.00682452 0.0017983 0.00545793 0.00869616 0.00312384 0.00806936 0.0189555
internal_weight=0 0.0111219 0.00395309 0.00282756 0.00716885 0.00616442 0.00503416 0.00390645 0.0020265
internal_count=3910 3485 1791 1180 1694 1221 1018 798 546
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=12
num_cat=0
split_feature=133 133 12 1 12 43 43 52 16 0 0
split_gain=6.94594e-05 6.76028e-05 4.64684e-05 7.33675e-05 8.28136e-05 0.000134453 9.45116e-05 7.07131e-05 9.45091e-05 0.000109659 7.6758e-05
threshold=0.10681500000000001 0.083815000000000014 -0.036459999999999992 0.12864500000000004 0.10058500000000002 -0.08799499999999999 -0.0037249999999999996 -0.074484999999999982 -0.19424999999999998 -0.15137999999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 -9 -10 -11
right_child=-2 -3 3 -5 -6 6 7 8 9 10 -12
leaf_value=-0.00042044676451912091 -0.0004995217941153548 0.0003750645395940515 0.00067286484085971683 0.00045717648725871791 -0.00054444143604227228 -0.00063343135938215213 -0.00034746447745653277 -0.00029079625895358911 0.00074659433290416967 -0.00036157280988886669 0.00038757662833322458
leaf_weight=0.0010588513292737996 0.0010416625649136623 0.0018437051960852472 0.0010571491849038364 0.001248102088671643 0.0011395180221446524 0.00100564548486313 0.0015830644155852384 0.001448326420550883 0.0013323199139993343 0.0010115327440262754 0.001095109242780366
leaf_count=300 545 723 218 147 286 734 271 156 80 243 207
internal_value=0 2.55368e-05 -2.82568e-05 9.76902e-06 -4.79617e-05 1.83383e-05 -7.42156e-05 1.26998e-05 0.000129362 0.000306313 2.78624e-05
internal_weight=0 0.0138233 0.0119796 0.0109208 0.00967267 0.00853315 0.007476 0.00647035 0.00488729 0.00343896 0.00210664
internal_count=3910 3365 2642 2342 2195 1909 1691 957 686 530 450
is_linear=0
shrinkage=0.00196078


Tree=4273
num_leaves=10
num_cat=0
split_feature=11 159 52 13 2 3 2 4 16
split_gain=1.95414e-05 2.70813e-05 4.59142e-05 5.91142e-05 5.51827e-05 4.14347e-05 8.92493e-05 4.1591e-05 4.96473e-05
threshold=0.077330000000000024 0.090705000000000022 -0.081429999999999989 -0.00059999999999999995 0.11339500000000001 0.094625000000000015 0.095195000000000016 -0.081774999999999987 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -9
right_child=-2 -3 4 -5 -6 -7 -8 8 -10
leaf_value=0.030633466656818494 -0.012572850562716557 -0.014304911081858902 0.023368342845263224 -0.0022445343838479979 -0.018128499245713695 0.017940034372637078 -0.027364867767400814 0.012307036383422077 -0.014270584687273036
leaf_weight=0.0011920912516650683 0.0011330785248499691 0.0010200156539935884 0.0010000130768266138 0.0010103657745152731 0.0014872703076230067 0.0014773838795317509 0.0010266619042102448 0.0014734949028595689 0.0013438758414461927
leaf_count=461 279 462 529 204 312 119 321 422 801
internal_value=0 0.00121763 0.00279918 0.0155509 -0.000797446 0.00328011 -0.00119102 0.00584827 -0.000370394
internal_weight=0 0.0110312 0.0100112 0.00220246 0.0078087 0.00632143 0.00484405 0.00381738 0.00281737
internal_count=3910 3631 3169 665 2504 2192 2073 1752 1223
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=10
num_cat=0
split_feature=52 39 2 4 0 12 13 15 1
split_gain=1.77877e-05 3.73071e-05 3.96865e-05 0.000116518 9.02507e-05 4.92552e-05 8.38568e-05 5.06195e-05 4.39381e-05
threshold=-0.27466499999999994 0.005105000000000001 0.10910500000000002 0.053925000000000008 0.047345000000000005 0.088285000000000016 -0.0041499999999999983 -1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 -8
right_child=1 -3 3 -5 -6 7 8 -9 -10
leaf_value=-0.012540859239939115 -0.031560772852983018 0.01800418909458747 0.032000542049817685 -0.011486773589484559 -0.032329980730047655 -0.0057252385774359434 0.018113262268939643 0.022097735707241523 -0.0081404869787596989
leaf_weight=0.0010435623346231994 0.0010479658192451865 0.0011699177198879447 0.0012246028519265848 0.0012399770031554088 0.0010087496913990367 0.0011409433201877703 0.0010221476187115435 0.0015318123214054264 0.0016938437835781195
leaf_count=425 905 433 226 253 130 480 177 736 145
internal_value=0 0.00111586 -0.000877869 0.0101212 -0.00451877 -0.00016025 -0.00753167 0.0102207 0.00173996
internal_weight=0 0.01108 0.00991004 0.00246458 0.00744546 0.00643671 0.00376396 0.00267276 0.00271599
internal_count=3910 3485 3052 479 2573 2443 1227 1216 322
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=10
num_cat=0
split_feature=4 156 151 150 15 0 12 4 43
split_gain=1.83836e-05 3.19302e-05 4.22778e-05 5.21404e-05 4.32938e-05 4.37321e-05 7.25004e-05 6.21686e-05 5.25921e-05
threshold=0.27608500000000008 0.084330000000000016 -0.076429999999999984 0.087235000000000021 -0.10312999999999999 -0.10071499999999999 0.089745000000000005 -0.083329999999999987 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -8
right_child=-2 -3 3 -5 5 6 8 -9 -10
leaf_value=0.017602577765920859 0.010338087060255748 -0.017909698920587285 -0.018242561513154214 -0.022561850378043449 0.020236365854016853 0.0033991594908235182 0.026907151948940652 -0.028387909828276405 -0.0027260624883145429
leaf_weight=0.0012323474440937955 0.001491895127504912 0.0010685345071806312 0.0010191763205449778 0.0010964476613473497 0.0013079828383878722 0.0012364486345678603 0.001192085062475146 0.0012247103123263418 0.0012036200394356274
leaf_count=385 441 495 242 111 193 420 363 611 649
internal_value=0 -0.00151925 0.000321821 -0.00225 0.000850056 0.00400646 -0.000364352 -0.0124186 0.0120192
internal_weight=0 0.0105814 0.00951282 0.00828047 0.00718402 0.00616485 0.00485686 0.00246116 0.00239571
internal_count=3910 3469 2974 2589 2478 2236 2043 1031 1012
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=8
num_cat=0
split_feature=42 403 42 160 43 150 0
split_gain=1.68241e-05 3.76745e-05 4.50262e-05 5.81732e-05 8.06439e-05 2.65562e-05 4.55726e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.081245000000000026 -0.10462499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.018680803758313165 -0.0087813726553576093 0.017900388770151664 -0.012950771895565255 0.0290531362683864 -0.01789085775408622 0.012865389584927707 0.0062044484125611679
leaf_weight=0.0012064533795869761 0.0018645390507167582 0.0012379798542084654 0.0019288842367990618 0.0012982746663952023 0.0013732115853371408 0.0012917726497029456 0.0018323259066873039
leaf_count=838 832 358 765 429 158 146 384
internal_value=0 0.00155189 -0.000714295 0.00209182 0.00709829 0.000760409 -0.00411767
internal_weight=0 0.0101689 0.00893092 0.00772447 0.00579558 0.00449731 0.00320554
internal_count=3910 3078 2720 1882 1117 688 542
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=9
num_cat=0
split_feature=1 484 12 2 4 49 15 13
split_gain=1.96267e-05 3.54849e-05 4.59033e-05 5.05457e-05 7.2863e-05 5.5535e-05 0.00011505 5.84477e-05
threshold=0.12864500000000004 0.084225000000000008 0.10129000000000001 0.086545000000000025 -0.0010999999999999996 -0.047894999999999993 -0.07142999999999998 -0.017604999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8
right_child=-2 -3 -4 5 -6 6 7 -9
leaf_value=0.0021818962739652338 0.011559023600598991 0.014261580833059177 -0.021217444202204009 0.02088519767338572 -0.030998646328317992 -0.024089661440941976 -0.0060481446271719915 0.02486706212900279
leaf_weight=0.0015500676654617808 0.0013000376352366406 0.0012669049208883431 0.0012738771844971091 0.0015313121849497135 0.0011549321734900496 0.0014376437511269672 0.0010809644759535294 0.001408207780331816
leaf_count=1020 331 417 414 233 231 471 435 358
internal_value=0 -0.00145274 -0.00356237 -0.000807249 -0.0119849 0.00473231 -0.00156671 0.0114416
internal_weight=0 0.0107039 0.00943701 0.00816313 0.002705 0.00545813 0.00392682 0.00248917
internal_count=3910 3579 3162 2748 1251 1497 1264 793
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=12
num_cat=0
split_feature=133 0 50 4 2 159 16 0 4 16 3
split_gain=7.17246e-05 7.93994e-05 6.04761e-05 6.42038e-05 7.38056e-05 9.09226e-05 5.44834e-05 0.00012839 7.66986e-05 8.89696e-05 6.79417e-05
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.28937500000000005 0.11230000000000001 0.082325000000000023 0.31524000000000002 -0.079019999999999993 0.0057500000000000008 -0.094359999999999986 -0.081164999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -10 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00020528417931130338 -0.00051670837128978738 0.00054954633587374433 -0.00043067684239995373 0.00041467891567045518 -0.0004664075463798531 -0.00050637098081269334 -0.00030806982483285491 0.00082794575813576886 6.1453555026485979e-06 0.0007397923576755428 -0.0004495616830118236
leaf_weight=0.0010248813545367589 0.0010072304090956415 0.0010275067784087056 0.0012278941168777082 0.0014360757883953848 0.0012887355174290823 0.0010309578938979902 0.0010016462450748538 0.001000689639789532 0.001627150957759501 0.0010428057215927777 0.0015016500643311669
leaf_count=668 545 74 564 365 301 353 204 286 163 82 305
internal_value=0 2.61113e-05 -1.80367e-05 2.82159e-05 -3.00905e-05 3.82342e-05 0.000116228 0.000184807 6.09578e-05 0.000292686 -0.000183925
internal_weight=0 0.01321 0.0121825 0.0109546 0.00951852 0.00822978 0.00719882 0.00619718 0.00519649 0.00266996 0.00252653
internal_count=3910 3365 3291 2727 2362 2061 1708 1504 1218 245 973
is_linear=0
shrinkage=0.00196078


Tree=4279
num_leaves=12
num_cat=0
split_feature=41 42 3 40 1 2 2 1 13 52 2
split_gain=4.63648e-05 5.08234e-05 7.74723e-05 9.19467e-05 6.66803e-05 6.52142e-05 0.000176012 9.11722e-05 8.98374e-05 7.70007e-05 5.48439e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.0063949999999999988 0.090355000000000005 0.10796500000000002 0.097940000000000013 0.11235500000000002 -0.084184999999999996 -0.069134999999999988 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 8 -7 -5 -10 -11
right_child=-2 2 3 5 -6 7 -8 -9 9 10 -12
leaf_value=-0.00058067781972589495 -0.00041811107167902836 0.00047883017574073118 0.00054165398169246637 -0.00056887645810990044 9.760858529226419e-05 -0.0007511256698313571 0.00079493731603239254 2.9601061023647666e-05 -0.00032820392670692442 -0.00010655651154246179 0.00048147125669044442
leaf_weight=0.0011473911898944355 0.0010040294780207784 0.0015556223526450004 0.0010948399823685695 0.0012163390051626701 0.0010833499811154466 0.0011015945183298272 0.0010022745029148539 0.0012031813213191319 0.0014004061428713908 0.0010209799746696633 0.0015142061941097577
leaf_count=833 224 215 301 689 189 207 170 181 267 294 340
internal_value=0 1.88151e-05 7.30475e-05 6.97508e-06 -0.000251271 -6.2228e-05 4.31306e-05 -0.000343556 -0.000103128 4.08162e-05 0.000244658
internal_weight=0 0.0133402 0.0111094 0.00955382 0.00223074 0.00845898 0.00615421 0.00230478 0.00515193 0.00393559 0.00253519
internal_count=3910 3686 2664 2449 1022 2148 1760 388 1590 901 634
is_linear=0
shrinkage=0.00196078


Tree=4280
num_leaves=10
num_cat=0
split_feature=4 1 16 52 43 16 15 15 15
split_gain=2.29083e-05 6.86079e-05 2.46329e-05 6.08166e-05 5.06256e-05 6.83577e-05 9.87791e-05 0.000219823 5.92101e-05
threshold=0.25367000000000006 0.11198000000000001 -0.19424999999999998 0.10433000000000002 -0.093039999999999984 0.22945500000000005 -0.0063699999999999989 0.079360000000000014 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.014338354037876255 -0.0083509184918677398 0.02702458817215185 -0.021738223332305573 0.019060458565237026 0.0082132544593009702 -0.021503481085522778 0.055315847178509042 -0.0085721416723980245 -0.023052632661375347
leaf_weight=0.0014131391992148771 0.0011061775573918972 0.0010869424548986036 0.0012909683877344678 0.0013879521885160626 0.0011544971908622054 0.0011611715897278541 0.0010082163494758208 0.0011561373704913358 0.001274181920101401
leaf_count=163 187 347 435 562 233 409 171 824 579
internal_value=0 0.0091817 -0.00211968 -7.22017e-05 -0.00384148 0.000173694 0.00565393 0.0211887 -0.00819008
internal_weight=0 0.00219312 0.00984626 0.00843312 0.00704517 0.0057542 0.00459303 0.00216435 0.00242868
internal_count=3910 534 3376 3213 2651 2216 1807 995 812
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 43 151 1 2 2
split_gain=4.86453e-05 5.14284e-05 5.92162e-05 0.000138143 9.36658e-05 7.32103e-05 6.8963e-05 0.000110878 6.97931e-05 6.37782e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.074254999999999988 -0.044604999999999992 0.10113500000000002 0.092450000000000018 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 9 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00042530141642415828 -0.00050419831332285299 -0.00039581762662179815 0.00053041085095920494 0.00081180226437638128 0.00010677321775559858 -0.00057881004198058212 -0.00026336046013664458 0.00040940832004323914 -0.00061008516791652488 0.00034014350649420817
leaf_weight=0.0010044375543205976 0.0011058563503940147 0.0010336231152204252 0.0010383268676129732 0.001176541871819954 0.0014789962855927539 0.0010062810099013364 0.0015740897166515544 0.0019549838488693563 0.0010001951365310427 0.0011763872480110692
leaf_count=627 213 480 341 117 314 325 596 344 284 269
internal_value=0 2.31484e-05 6.07671e-05 0.000230063 3.58189e-05 -0.000170817 -5.60523e-05 3.08063e-05 -0.000166535 -5.24e-06
internal_weight=0 0.0125453 0.0115117 0.00470015 0.0035236 0.00248528 0.00681151 0.00570566 0.00375067 0.00275048
internal_count=3910 3283 2803 1097 980 639 1706 1493 1149 865
is_linear=0
shrinkage=0.00196078


Tree=4282
num_leaves=9
num_cat=0
split_feature=4 2 15 52 2 2 2 4
split_gain=2.06e-05 5.28914e-05 4.94644e-05 3.61594e-05 6.05773e-05 9.85783e-05 5.32909e-05 9.46624e-05
threshold=0.15927500000000003 0.10836000000000003 0.088615000000000013 -0.092854999999999979 0.10910500000000002 0.095195000000000016 0.086650000000000019 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.01270615937926557 0.020298758903390668 -0.0063883761741963365 -0.021691002935150059 0.013931504025556284 0.025169266914146522 -0.028033651897162455 0.020065629640500057 -0.026335581052133118
leaf_weight=0.0016586486111903774 0.0015091070634078178 0.0014622131089709501 0.0011621313265845522 0.0013715290348541456 0.001102753250189218 0.0010470457554736723 0.0016729261087735227 0.0010165168186726805
leaf_count=657 289 321 839 701 192 214 502 195
internal_value=0 0.00716578 -0.0024331 0.000410848 0.00391388 -0.00067488 0.00637907 -0.00320894
internal_weight=0 0.00297132 0.00903155 0.00786942 0.00621077 0.00510802 0.00406097 0.00238805
internal_count=3910 610 3300 2461 1804 1612 1398 896
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=11
num_cat=0
split_feature=133 40 50 156 160 160 42 3 0 1
split_gain=5.68215e-05 0.000100198 7.68872e-05 7.8691e-05 7.70572e-05 5.87422e-05 8.71902e-05 8.90903e-05 8.86585e-05 5.53617e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.088735000000000022 0.099550000000000013 -0.08266999999999998 -1.0000000180025095e-35 -0.074234999999999982 -0.082709999999999992 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 -9
right_child=-2 2 -4 -5 -6 6 7 9 -10 -11
leaf_value=0.0006131770760749814 -0.00044531431377158921 0.0005289022527734886 -0.0005031817051139271 -0.00049567720056515002 -0.00040562402350296801 -0.00035549105877335369 0.00010451350937416535 0.00019152756146784066 0.00076540809167716225 -0.00030175851533542896
leaf_weight=0.0010368306510777419 0.0010540102670847798 0.0012653331807140232 0.0011546906925258655 0.0010085821334341492 0.0011319741648398449 0.001481054067822834 0.001685167211522878 0.0018303275342334325 0.0014535168264955517 0.001675415903562266
leaf_count=253 545 388 555 354 218 563 392 157 212 273
internal_value=0 2.71105e-05 -2.07887e-05 2.75156e-05 7.76623e-05 0.000135918 7.47207e-05 0.000170616 0.000410572 -4.42168e-05
internal_weight=0 0.0137229 0.0126861 0.0115314 0.0105228 0.00939081 0.00812548 0.00664443 0.00313868 0.00350574
internal_count=3910 3365 3112 2557 2203 1985 1597 1034 604 430
is_linear=0
shrinkage=0.00196078


Tree=4284
num_leaves=9
num_cat=0
split_feature=4 1 49 16 0 2 133 42
split_gain=1.9448e-05 4.70697e-05 7.0335e-05 4.58593e-05 4.32787e-05 4.76596e-05 5.45601e-05 8.98902e-05
threshold=0.0057500000000000008 0.077800000000000022 -0.045004999999999996 -0.057604999999999996 -0.18087499999999998 0.106285 1.0000000180025095e-35 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.022529222033598393 -0.014154801407543919 0.031528047392000394 -0.0095982775577635373 0.013857302360069643 -0.011113064813927362 0.016506095710977674 -0.022121929963256889 0.025724634523506235
leaf_weight=0.0010327750029207553 0.0011012539662208741 0.0010509757560805124 0.0017060259670543033 0.0016299332555307707 0.0018069513027200164 0.0013005381116739751 0.0013318971255775768 0.0010457846752660377
leaf_count=84 386 137 389 205 823 366 1011 509
internal_value=0 0.00432907 0.00896908 0.001862 -0.00375015 -0.000214335 -0.00541086 0.00239127
internal_weight=0 0.00548819 0.00438693 0.00333596 0.00651795 0.00548517 0.00418463 0.00285274
internal_count=3910 1117 731 594 2793 2709 2343 1332
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=12
num_cat=0
split_feature=484 133 40 160 2 1 42 42 15 4 1
split_gain=0.000136352 8.32865e-05 7.68973e-05 0.000110662 9.20507e-05 0.000104616 7.41753e-05 8.00365e-05 0.000166922 9.81281e-05 0.000132294
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 0.10796500000000002 0.11198000000000001 -1.0000000180025095e-35 0.084100000000000022 0.085950000000000013 0.05309500000000001 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 9 -9 10 -8
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.00069750745646978926 0.00059453831121406822 -0.00049658009865011991 -0.00017204165834744123 -0.00057341771385888498 -0.00063802933843971725 0.00013419496632059347 0.00077700785294942617 -0.00029899912722412006 0.00068603007816535409 0.00092949848420771771 -0.00010891035077921744
leaf_weight=0.0010651555267769683 0.0010001526121359615 0.0010714595358983772 0.0017705044431071282 0.0010699309937951948 0.0012732632927740896 0.0014342337469711302 0.0010992808352578301 0.0019506066808716595 0.0010007593154739039 0.0011998396709420479 0.0015788117752330577
leaf_count=612 243 472 644 135 280 250 142 516 269 108 239
internal_value=0 2.94352e-05 7.15663e-05 2.93071e-05 8.63388e-05 -0.000228961 0.000185606 0.000278326 3.5008e-05 0.000463507 0.000254734
internal_weight=0 0.0144488 0.0133774 0.0123772 0.0113073 0.0027075 0.0085998 0.0068293 0.00295137 0.00387793 0.00267809
internal_count=3910 3298 2826 2583 2448 530 1918 1274 785 489 381
is_linear=0
shrinkage=0.00196078


Tree=4286
num_leaves=9
num_cat=0
split_feature=11 403 3 2 1 1 133 15
split_gain=1.879e-05 3.06982e-05 7.06045e-05 3.4922e-05 6.92643e-05 6.0767e-05 5.93612e-05 3.66058e-05
threshold=0.077330000000000024 0.087440000000000004 -0.10628499999999998 0.087005000000000013 0.088010000000000019 0.092550000000000007 0.089725000000000013 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5 -6
right_child=-2 -3 3 4 7 -7 -8 -9
leaf_value=0.025092353832645423 -0.012370543843442397 -0.015463165566634877 0.021982358558226472 -0.032697751125584505 0.014774071355935664 -0.0049333246794764423 -0.0011616574114142384 -0.0080407396382872736
leaf_weight=0.0012514229752475627 0.0011252953019377813 0.0010035404175689757 0.0015730021235813914 0.0012767444325213376 0.0016517459288613991 0.0017970850082743275 0.0011209052939701218 0.0012246988340374328
leaf_count=200 279 341 856 743 330 501 454 206
internal_value=0 0.00120217 0.00289225 -0.000321668 -0.00540249 0.00762968 -0.0179546 0.00506025
internal_weight=0 0.0108991 0.0098956 0.00864418 0.00527409 0.00337009 0.00239765 0.00287644
internal_count=3910 3631 3290 3090 1733 1357 1197 536
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=11
num_cat=0
split_feature=48 48 51 0 4 4 13 1 3 12
split_gain=4.3018e-05 8.79683e-05 8.63648e-05 7.3812e-05 6.39254e-05 5.48233e-05 7.12152e-05 6.56904e-05 4.80922e-05 7.46186e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.15927500000000003 -0.076329999999999995 -0.071149999999999977 0.095575000000000007 -0.078884999999999997 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 9 -5
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.00043714129720629809 -0.00039856329701552898 0.00057178882389559199 -0.00055204002770388872 -0.0004789093609515471 0.00027451876596645608 -0.00071571296644156021 -0.00044453408283725004 0.00023587843848288327 0.00034534633491430599 0.00022893528350566457
leaf_weight=0.0014512319381715525 0.0010156971271215514 0.0010233467814653565 0.0010944078657640919 0.0011621997507488876 0.001935331359141308 0.0011102548242357636 0.0010955647043780514 0.001086584472274403 0.0012715549911704953 0.0011285853537053013
leaf_count=152 161 239 357 609 430 774 490 175 174 349
internal_value=0 2.12179e-05 -2.84856e-05 2.74625e-05 -4.0175e-05 -0.000129024 -0.000311425 -0.000105728 3.95559e-05 -0.00013018
internal_weight=0 0.0123591 0.0113357 0.0102413 0.00879008 0.00685474 0.0032924 0.00218215 0.00356234 0.00229079
internal_count=3910 3749 3510 3153 3001 2571 1439 665 1132 958
is_linear=0
shrinkage=0.00196078


Tree=4288
num_leaves=10
num_cat=0
split_feature=39 13 48 4 3 457 1 0 52
split_gain=1.96775e-05 6.42841e-05 7.48709e-05 6.06108e-05 7.81442e-05 5.83443e-05 5.64924e-05 7.35395e-05 3.68576e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 -0.034289999999999994 -0.083144999999999983 0.082870000000000013 0.11198000000000001 -0.10209999999999998 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 -5 -3
right_child=-2 2 -4 5 -6 -7 -8 -9 -10
leaf_value=0.021501251547338392 0.010787726133007559 -0.013965516031562939 -0.029837414973799489 -0.023979291610131247 -0.033978979382941622 0.023898743511138021 0.018134727178122145 0.0084594193772532696 0.012327760979148505
leaf_weight=0.0010828503435309804 0.0014653549700729641 0.0010720656989703413 0.0010181460713350856 0.0014383359705429644 0.0010727349844357201 0.001296261074615588 0.0011469805188929795 0.001359353530614402 0.0010605370948129182
leaf_count=161 459 586 140 240 803 185 186 865 285
internal_value=0 -0.00157921 -0.00421991 -0.00113187 -0.0119639 0.00549297 -0.000555371 -0.00821783 -0.000889947
internal_weight=0 0.0105473 0.00946441 0.00844627 0.00320534 0.00524093 0.00394467 0.00279769 0.0021326
internal_count=3910 3451 3290 3150 1674 1476 1291 1105 871
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=10
num_cat=0
split_feature=4 16 47 42 52 13 16 52 0
split_gain=1.82456e-05 2.33317e-05 3.4237e-05 4.65079e-05 9.47935e-05 4.51893e-05 5.96361e-05 4.9158e-05 3.98709e-05
threshold=0.27020000000000005 -0.30307999999999996 0.10783500000000001 -1.0000000180025095e-35 -0.092854999999999979 -0.017604999999999999 -0.011964999999999998 -0.0025949999999999997 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.015470964464064841 0.0097214263874331845 -0.019461216677834035 0.016578277304152979 -0.024324129712968115 0.0084424561492806444 -0.010298334283379321 0.03316729068580572 0.019541721564472016 -0.017854773886468334
leaf_weight=0.001088538151645997 0.0016430984079514434 0.0013133782526806312 0.0010985927891941612 0.0012078195962905089 0.0012021880659383337 0.0011050846703267103 0.0010931942781614809 0.0011031995290384804 0.0011078561296473349
leaf_count=171 472 921 185 532 713 89 159 75 593
internal_value=0 -0.00162425 8.53129e-06 -0.00222976 0.00108895 0.00655884 0.0140653 0.00460896 -0.00416923
internal_weight=0 0.0103199 0.00923131 0.00813272 0.00681934 0.00561152 0.00330148 0.00220828 0.00231004
internal_count=3910 3438 3267 3082 2161 1629 323 164 1306
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=8
num_cat=0
split_feature=42 403 42 160 43 1 4
split_gain=1.87142e-05 4.20168e-05 3.84195e-05 6.27335e-05 6.99951e-05 2.46838e-05 5.91991e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.089605000000000018 0.05309500000000001
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=-0.017363149875646529 -0.0093662572187495491 0.018890659244873861 -0.013862613161511585 0.027524992549668278 0.0095920025282201869 -0.021721214985015946 0.0090338179498416615
leaf_weight=0.0012071913129389957 0.0018289468688251339 0.0012370926965152183 0.0019106642070490292 0.0012940825924937227 0.0019337436570430327 0.0011821201164382259 0.0013300663238584088
leaf_count=838 832 358 765 429 264 245 179
internal_value=0 0.00162741 -0.000783582 0.00183249 0.00705688 0.0010992 -0.00543809
internal_weight=0 0.010095 0.00885787 0.00765068 0.00574001 0.00444593 0.00251219
internal_count=3910 3078 2720 1882 1117 688 424
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=12
num_cat=0
split_feature=484 133 40 160 2 1 4 52 51 0 0
split_gain=8.2174e-05 8.08849e-05 0.000114512 7.52419e-05 7.48723e-05 0.000131604 8.75988e-05 0.000121482 6.61072e-05 7.1292e-05 6.02882e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 0.10796500000000002 0.11198000000000001 0.15927500000000003 0.096170000000000019 -0.0084849999999999978 -0.084304999999999977 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -4 10 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00055034870513576421 0.00068594171005092184 -0.00049398658120255285 0.00027138277708823824 -0.00047931305915298539 -0.0006679840622279172 0.0001893455697124064 0.0005554949718111794 0.00068165802933391314 -5.4148602492296055e-05 8.8509845997385592e-05 -0.00069084403261331247
leaf_weight=0.0010444641925034951 0.0010384370128469185 0.0010940904729465429 0.001713954232688923 0.001108675392237266 0.0013347044845374173 0.0014215947449709267 0.0016254727204489334 0.001005236966680278 0.0010048419123071201 0.0019945845953754609 0.0013267100327079642
leaf_count=612 243 472 351 135 280 250 198 349 73 473 474
internal_value=0 1.888e-05 6.02174e-05 8.38369e-06 5.57008e-05 -0.000225806 0.000145187 5.05222e-05 -5.45161e-05 -0.000183633 -0.000416444
internal_weight=0 0.0146683 0.0135742 0.0125358 0.0114271 0.0027563 0.0086708 0.00704533 0.00604009 0.00432614 0.00233155
internal_count=3910 3298 2826 2583 2448 530 1918 1720 1371 1020 547
is_linear=0
shrinkage=0.00196078


Tree=4292
num_leaves=9
num_cat=0
split_feature=39 13 48 0 12 15 52 0
split_gain=1.87633e-05 5.60718e-05 5.96132e-05 5.38441e-05 6.74739e-05 5.87157e-05 4.3607e-05 4.08641e-05
threshold=0.005105000000000001 -0.26418499999999995 0.11119000000000002 -0.10071499999999999 0.088285000000000016 0.088190000000000004 -0.010284999999999997 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=0.019966483909553051 0.010535946806031067 -0.00600379684313834 -0.026941682420656241 -0.025061314951063309 -0.010949630579904788 0.018660035095830894 0.030649725350230979 0.0043810145211196716
leaf_weight=0.0010859169887306392 0.0014640553167935789 0.0015267360433649053 0.0010134977574085156 0.0016230075702715696 0.001727438442351876 0.0010937445704137724 0.001032028453467487 0.0013895313972710267
leaf_count=161 459 165 140 1163 855 640 155 172
internal_value=0 -0.0015489 -0.00403284 -0.00126631 -0.00881605 0.000529742 0.00723166 0.0155763
internal_weight=0 0.0104919 0.00940598 0.00839249 0.00444419 0.00282118 0.0039483 0.00242156
internal_count=3910 3451 3290 3150 2658 1495 492 327
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=9
num_cat=0
split_feature=51 52 52 12 0 0 3 12
split_gain=1.68044e-05 3.31357e-05 3.64926e-05 3.04009e-05 4.55163e-05 0.000127524 5.42241e-05 5.27919e-05
threshold=-0.095859999999999987 -0.088354999999999989 -0.048794999999999991 0.10129000000000001 -0.10209999999999998 -0.15291499999999997 -0.078884999999999997 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -6
right_child=1 2 3 -5 6 -7 -8 -9
leaf_value=0.010768104369233261 -0.015881529974266742 0.015039627307279603 0.0091439115813551283 -0.01691877843894149 -0.019437035431357649 -0.034534116166245632 0.02021783225544883 0.012679527957255052
leaf_weight=0.0012788826409804886 0.0013698323229882408 0.0015037697405858256 0.0015909165896524321 0.0011589408311271157 0.0010327527103470666 0.0011528246950191377 0.0018154836355117358 0.0010146502505815772
leaf_count=455 523 321 226 353 787 252 549 444
internal_value=0 -0.00136426 0.000781121 -0.00197998 0.000640599 -0.00920808 0.00763594 -0.00352074
internal_weight=0 0.0106392 0.00926934 0.00776557 0.00660663 0.00274374 0.00386289 0.0020474
internal_count=3910 3455 2932 2611 2258 478 1780 1231
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=11
num_cat=0
split_feature=133 133 50 160 156 16 0 43 2 15
split_gain=8.22632e-05 9.07522e-05 9.85256e-05 7.57208e-05 7.90824e-05 7.85091e-05 0.00010752 0.000170562 5.82418e-05 9.3106e-05
threshold=0.10681500000000001 0.083815000000000014 0.086465000000000014 0.086110000000000006 0.086130000000000012 0.18936500000000003 -0.10575999999999998 -1.0000000180025095e-35 0.085805000000000006 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -10
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.00067435693165179844 -0.00053272587279124862 0.00043410972167174652 -0.0005733857289038014 -0.00035148495534814103 -0.00039100325839096136 0.00051214416658917179 -0.00084419978945000072 0.00013175628603581154 0.00051213837242722131 -0.00030118583720328845
leaf_weight=0.0010902588709491624 0.0010743883094552148 0.0018562449698019704 0.001165701917475454 0.0017240373742905919 0.0011275318702912021 0.0019002322165179962 0.0010567218761683437 0.0019755639088378176 0.0011187409104198571 0.0010481217466555234
leaf_count=90 545 723 401 232 327 238 702 384 108 160
internal_value=0 3.01832e-05 -3.12399e-05 2.59984e-05 9.58475e-05 0.000162876 5.73509e-05 -0.000208355 0.000304715 0.00011873
internal_weight=0 0.0140632 0.0122069 0.0110412 0.00931717 0.00818964 0.00628941 0.00303229 0.00325712 0.00216686
internal_count=3910 3365 2642 2241 2009 1682 1444 1086 358 268
is_linear=0
shrinkage=0.00196078


Tree=4295
num_leaves=11
num_cat=0
split_feature=49 15 484 133 0 2 0 151 15 15
split_gain=4.02852e-05 6.19968e-05 4.42119e-05 3.62541e-05 6.98289e-05 9.74695e-05 6.78864e-05 7.78737e-05 6.65473e-05 6.25096e-05
threshold=-0.14644499999999996 0.088615000000000013 0.084225000000000008 0.099765000000000006 -0.017269999999999997 0.081110000000000015 -0.14733499999999997 -0.0088999999999999982 -0.09547499999999999 -0.07052499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 -8
right_child=1 -3 -4 -5 -6 6 9 -9 -10 -11
leaf_value=0.00036730563293322201 -4.4727962723439353e-05 -0.00047405478825709231 0.00032860708787947916 -0.00038998486964292046 0.00040110379039511805 -0.00055959205821346435 0.0006489318030117612 0.00012907159029305743 -0.00069598565702848271 3.6268634824693931e-05
leaf_weight=0.0010054782034981851 0.0011048429198375963 0.0011524334566765633 0.0014069217957811816 0.0010354317570309664 0.0013934390905786078 0.0010569371709842536 0.0011179892615550784 0.0015676397369774366 0.0013286742188897134 0.0014983999620404754
leaf_count=150 123 800 394 312 283 115 585 146 361 641
internal_value=0 -4.04581e-05 2.95455e-06 -4.23935e-05 -2.70338e-06 -7.60218e-05 7.45526e-05 -0.000148259 -0.000400308 0.000298061
internal_weight=0 0.0126627 0.0115103 0.0101034 0.00906792 0.00767448 0.00524097 0.00262458 0.00243352 0.00261639
internal_count=3910 3760 2960 2566 2254 1971 1487 261 484 1226
is_linear=0
shrinkage=0.00196078


Tree=4296
num_leaves=12
num_cat=0
split_feature=484 133 16 52 157 52 15 15 4 151 2
split_gain=0.000108771 8.02715e-05 0.000106389 0.000111529 0.00011516 0.00012656 0.000103651 0.000138336 8.06573e-05 9.76894e-05 0.000161692
threshold=-0.0043499999999999988 0.10681500000000001 -0.014099999999999998 0.096170000000000019 -0.073574999999999988 -0.083529999999999979 -0.021529999999999997 0.085120000000000015 0.00046500000000000008 -0.0088999999999999982 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 -2 -10 -11
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00064318674428092597 0.00054631924942659827 -0.00051251461379467247 0.00066400371484346299 0.00078918581272276352 0.00021239974852349839 -0.00063884526129089915 -0.0008553603079579417 -7.140124274960522e-06 -0.00056095944890188884 -0.00024459788093854248 0.00073904312152302558
leaf_weight=0.0010200693677588852 0.001153276925489151 0.0010118031521588562 0.0010866959335387371 0.0012433426580584148 0.001941199074968052 0.0010266320291750092 0.0012892422648237136 0.0017327680596377739 0.0010288354140216803 0.0016015297118725322 0.0010729455253867515
leaf_count=612 222 472 310 117 485 198 301 588 135 292 178
internal_value=0 1.97129e-05 6.05819e-05 0.000275441 0.000117898 -8.20629e-05 -8.38974e-05 -0.000369006 9.35111e-05 -4.75015e-05 0.000150019
internal_weight=0 0.0141883 0.0131765 0.00529787 0.00405453 0.00296783 0.0078786 0.00302201 0.00485659 0.00370331 0.00267448
internal_count=3910 3298 2826 1110 993 683 1716 889 827 605 470
is_linear=0
shrinkage=0.00196078


Tree=4297
num_leaves=10
num_cat=0
split_feature=4 15 12 13 0 48 2 42 42
split_gain=1.73636e-05 6.95558e-05 3.23739e-05 3.57724e-05 5.73912e-05 6.28416e-05 7.91813e-05 3.69648e-05 5.75579e-06
threshold=0.24280000000000004 -0.14487999999999998 0.10129000000000001 -0.032264999999999995 -0.017269999999999997 0.086215000000000014 0.081615000000000007 0.088915000000000008 0.078965000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -5 8 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0045915122579040886 0.023968504292855408 -0.010512747609609357 -0.018084809086119556 -0.011741894618434986 0.025580163209996301 -0.017674519121451106 0.021118769638320069 -0.024086830873100644 -0.0060991010003581978
leaf_weight=0.0010085957755487879 0.0012340612133048311 0.001112317861320317 0.0011039285564036693 0.0012252025637685758 0.001079818675827536 0.0013983211026490335 0.001826337601832237 0.0010231860674196928 0.0010058741855414053
leaf_count=221 348 201 428 198 224 207 596 763 724
internal_value=0 0.00762242 -0.00196691 0.000109933 0.00489921 -0.000119296 0.00792511 -0.00860837 -0.000746573
internal_weight=0 0.00234638 0.00967126 0.00856734 0.00552968 0.00444986 0.00305154 0.00303766 0.00201447
internal_count=3910 549 3361 2933 1225 1001 794 1708 945
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=10
num_cat=0
split_feature=52 0 16 16 4 3 12 15 16
split_gain=1.70867e-05 4.89105e-05 4.81719e-05 2.66842e-05 7.86232e-05 9.74613e-05 5.04702e-05 5.79698e-05 7.45566e-08
threshold=-0.048794999999999991 -0.14733499999999997 0.26538000000000006 -0.088144999999999987 -0.084009999999999987 -0.0076499999999999988 0.086865000000000012 0.085120000000000015 -0.41163499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 8 -8 -2
right_child=3 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.009333560166228964 -0.0078894174760954418 0.025580483769090924 -0.0024593779365223683 0.0072348172628554563 -0.042845807785680118 -0.00032427505594746455 -0.0036204912606874386 0.029437119607297103 -0.0091059213868789034
leaf_weight=0.0014501229250235125 0.0010126358092995046 0.0014500758222605482 0.0010609806333232571 0.0017216977700087576 0.0010699258534144819 0.0010863261034910682 0.0010187025573653512 0.0011068222559013075 0.0010026179195170297
leaf_count=128 303 663 399 414 1105 98 356 175 269
internal_value=0 0.0052887 0.013733 -0.00273901 -0.00869994 -0.0214233 0.00284357 0.0135936 -0.00849465
internal_weight=0 0.00396118 0.00251106 0.00801873 0.00387795 0.00215625 0.00414078 0.00212552 0.00201525
internal_count=3910 1190 1062 2720 1617 1203 1103 531 572
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=8
num_cat=0
split_feature=1 4 3 3 150 1 3
split_gain=1.90355e-05 4.84161e-05 4.61179e-05 6.84936e-05 4.1051e-05 3.74029e-05 3.55533e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.084129999999999996 -0.057849999999999992 0.077110000000000012 0.10561500000000001 0.11265500000000002
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=0.008654151782603944 -0.012065067156030354 -0.028343726892021116 0.014026026340945033 -0.022167436163714305 0.017050600401328497 0.013907849335887096 -0.0069190149929527133
leaf_weight=0.0017355082543024951 0.0019380039437319448 0.0011299593227416657 0.0010935492837522397 0.0010019173881746649 0.0016538683930874265 0.001995796661034012 0.0013908814223257452
leaf_count=146 714 896 941 217 349 454 193
internal_value=0 -0.00481355 -0.0120601 -0.00327936 0.00328879 -0.000985681 0.00535442
internal_weight=0 0.00496093 0.00322543 0.00209547 0.00697855 0.00532468 0.00338668
internal_count=3910 2200 2054 1158 1710 1361 647
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=12
num_cat=0
split_feature=484 42 15 15 43 16 16 52 52 2 49
split_gain=0.000104006 0.000100637 8.45608e-05 9.73633e-05 8.20831e-05 9.0889e-05 9.26516e-05 0.000127971 8.21275e-05 0.000147429 7.18519e-05
threshold=-0.0043499999999999988 0.10269500000000001 -0.106555 -0.19153499999999998 0.12512500000000001 -0.19424999999999998 0.3935300000000001 0.096170000000000019 -0.068164999999999989 0.085255000000000011 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 10 -10 -7
right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00061655028439253632 -2.1330627711238166e-05 -0.00055951699786145853 -0.00052127525665420069 0.00073827243965131502 0.0004751666909189926 0.00055578337991155297 -0.0005067674547486904 0.00074441284265666673 0.00014256544895132356 -0.00069897681439523801 -8.0949802988934934e-05
leaf_weight=0.0010367336904789819 0.0012018056823696463 0.0010453582731051745 0.0014309777922548996 0.0014097821673136422 0.0012165189555814341 0.0013785365393317432 0.0011284236180396697 0.0010097381635813312 0.0018577388441746983 0.0014062041337717535 0.0013473014003177288
leaf_count=612 320 402 180 184 157 174 258 373 500 451 299
internal_value=0 2.64164e-05 7.21704e-05 0.000388717 -4.54934e-06 -6.56005e-05 1.4624e-05 9.86798e-05 -1.01758e-05 -0.000219996 0.000241065
internal_weight=0 0.0144324 0.013387 0.00261159 0.0107754 0.00955892 0.00812794 0.00699952 0.00598978 0.00326394 0.00272584
internal_count=3910 3298 2896 504 2392 2235 2055 1797 1424 951 473
is_linear=0
shrinkage=0.00196078


Tree=4301
num_leaves=9
num_cat=0
split_feature=42 403 42 160 43 4 1 16
split_gain=1.65086e-05 3.37705e-05 3.78828e-05 5.55278e-05 6.4356e-05 2.43358e-05 5.77231e-05 4.56177e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.0057500000000000008 0.085550000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=-0.01711787269376764 -0.0088269184979441664 0.016993936515135592 -0.012828301639675885 0.026408875078993213 0.011105791685798052 -0.0048149465322894023 -0.021666181296015666 0.023295636872133509
leaf_weight=0.0012081222456636585 0.0018295122447146541 0.0012344791848816648 0.001915325991980567 0.0012997676498860949 0.0010005510263685017 0.0012423220639554303 0.0011612222841679365 0.0010784119482232788
leaf_count=838 832 358 765 429 172 185 278 53
internal_value=0 0.0014937 -0.000654885 0.00192895 0.00681715 0.00113625 -0.00649806 0.00824764
internal_weight=0 0.0101402 0.00890572 0.0076976 0.00578227 0.00448251 0.00216177 0.00232073
internal_count=3910 3078 2720 1882 1117 688 450 238
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=11
num_cat=0
split_feature=124 15 48 48 160 4 43 2 3 1
split_gain=4.22274e-05 4.12027e-05 5.19819e-05 5.83285e-05 7.76411e-05 8.94682e-05 9.34307e-05 0.000127259 7.49954e-05 0.000112959
threshold=-0.048219999999999992 -0.16430499999999995 0.10990500000000002 0.090910000000000005 0.087825000000000014 -0.034289999999999994 0.013605000000000001 0.088895000000000016 -0.074234999999999982 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -7 -10
right_child=1 2 -4 -5 -6 8 -8 -9 9 -11
leaf_value=0.00037999828381103667 0.00029593104991287509 -8.156072400226424e-05 -0.00049801157474042347 0.00039808619711813971 -0.00054477904037555783 0.00050997751259316854 0.00029025947516773384 -0.00091280999944702611 0.00039283028207732384 -0.00040109571981651777
leaf_weight=0.0010198347605070929 0.0013068871280967646 0.0018548835701812198 0.0010028512816729332 0.0010929072957252374 0.0012080172932896595 0.0016514990584673289 0.0010113318159088724 0.0011452852755356657 0.00133052534474135 0.0014289964660290436
leaf_count=319 334 857 145 221 299 678 304 424 175 154
internal_value=0 -3.43082e-05 -7.11131e-05 -3.11898e-05 -7.99056e-05 -1.32301e-05 -0.000225144 -0.000398882 0.00017949 -1.8298e-05
internal_weight=0 0.0130332 0.0117263 0.0107234 0.00963054 0.00842252 0.0040115 0.00300017 0.00441102 0.00275952
internal_count=3910 3591 3257 3112 2891 2592 1585 1281 1007 329
is_linear=0
shrinkage=0.00196078


Tree=4303
num_leaves=10
num_cat=0
split_feature=4 151 43 52 133 42 15 52 4
split_gain=4.88145e-05 4.28134e-05 4.44944e-05 0.000122871 6.75245e-05 0.000104911 0.000153147 0.000101252 8.2542e-05
threshold=0.27608500000000008 -0.088114999999999985 0.12512500000000001 0.11262000000000001 0.087615000000000012 0.090240000000000015 0.024640000000000006 -0.0066199999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.0003292658336756047 0.00029574606736139077 -0.00047683469247595899 0.00024238995275280726 -0.00070058035427488093 -0.00052517250088961035 0.000514085122826863 -0.00058710226822069136 0.00044624848724137317 0.00019793184029464695
leaf_weight=0.0010357692671146843 0.0017678982406255884 0.0014084041551245591 0.0013847607474976971 0.0012776426110765954 0.0010149193500990639 0.0013290707536418728 0.0017432466429759983 0.0018761479013032368 0.0013798538479734255
leaf_count=257 441 476 266 518 608 280 654 264 146
internal_value=0 -5.2438e-05 -8.70757e-05 -0.000132566 -4.96418e-05 1.27393e-05 -9.12495e-05 9.40675e-05 -0.000142906
internal_weight=0 0.0124498 0.011414 0.0100293 0.00875164 0.00773672 0.00640765 0.00466441 0.00278826
internal_count=3910 3469 3212 2946 2428 1820 1540 886 622
is_linear=0
shrinkage=0.00196078


Tree=4304
num_leaves=10
num_cat=0
split_feature=484 3 151 4 2 2 1 16 4
split_gain=4.64546e-05 3.74159e-05 4.41322e-05 9.00492e-05 7.71252e-05 8.12175e-05 8.2712e-05 6.38279e-05 7.18358e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.044604999999999992 0.27020000000000005 0.106035 0.091525000000000009 1.0000000180025095e-35 -0.09601999999999998 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9
right_child=1 2 3 -5 -6 -7 7 8 -10
leaf_value=-0.0004095359774391789 0.00037772304978694139 -0.00028480390444116912 -0.00043044788161619344 0.00059222152584579733 -0.0003650982873509782 0.00047301424107435461 0.00051434123646457186 -0.00037726403768547625 0.00025771742397141096
leaf_weight=0.001018372064600215 0.0010637102270535147 0.0018436776601758994 0.0014797977653911217 0.0010371797788628701 0.0019289062920248004 0.0015535928381847633 0.0010992916706778107 0.0013081113268103434 0.0014379525354265288
leaf_count=627 225 457 795 316 371 434 93 502 90
internal_value=0 2.56496e-05 -6.39072e-06 4.57487e-05 -1.86033e-05 7.85592e-05 -3.65215e-05 0.000115072 -4.47615e-05
internal_weight=0 0.0127522 0.0116885 0.00984483 0.00880765 0.00687875 0.00532515 0.00384536 0.00274606
internal_count=3910 3283 3058 2601 2285 1914 1480 685 592
is_linear=0
shrinkage=0.00196078


Tree=4305
num_leaves=9
num_cat=0
split_feature=1 0 2 15 15 16 3 47
split_gain=2.1969e-05 5.97516e-05 3.84317e-05 3.31572e-05 6.15361e-05 6.55898e-05 0.00010541 6.8093e-05
threshold=0.076710000000000014 -0.087614999999999985 0.092450000000000018 0.035895000000000003 -0.017214999999999998 -0.09601999999999998 0.076695000000000013 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.025059414215482384 0.032172859982121625 -0.013610097217742978 0.0097589360355202579 -0.011160005165497942 0.02617035942861598 0.010920077425239979 -0.026555592465641677 -0.0029536791947997305
leaf_weight=0.0011744676238904959 0.0010902189977759916 0.0010913605775503951 0.001981350282606948 0.00135407879835226 0.0012303068181830079 0.0014626402290932846 0.0015416481776179339 0.0011175746178672162
leaf_count=630 320 797 581 532 337 408 171 134
internal_value=0 -0.00587428 0.00145876 0.00306463 0.00605441 0.00130606 -0.00831053 0.014392
internal_weight=0 0.00424718 0.00307271 0.00779647 0.00644239 0.00521208 0.00300429 0.00220779
internal_count=3910 2008 1378 1902 1370 1033 579 454
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=11
num_cat=0
split_feature=49 42 2 484 4 2 4 13 12 160
split_gain=7.25133e-05 8.46113e-05 7.20935e-05 7.06563e-05 8.52263e-05 5.95925e-05 7.666e-05 5.54279e-05 5.2076e-05 6.69129e-05
threshold=-0.14750499999999997 0.084100000000000022 0.086650000000000019 0.057010000000000005 0.0057500000000000008 0.11339500000000001 0.15927500000000003 -0.080179999999999987 0.086935000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 -6 -4 9 -2
right_child=1 2 7 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0004902912757552033 0.00018845691572629038 -0.00064382893610133018 -0.00040777527833180994 0.0004521697217313749 7.7731076197734583e-05 -0.00021213066270612928 0.00074072025331950008 0.00021066215298477179 -0.00051241872450455558 -0.0004450628365999289
leaf_weight=0.0010258375385171449 0.0016639140055583605 0.0014488423273710063 0.0010586599166031701 0.0014089878354167267 0.0017346232047644621 0.0010546266428688193 0.0010930473946828517 0.0011762514538837259 0.0014862068885677891 0.0010426431207898883
leaf_count=143 398 770 524 257 174 204 155 394 697 194
internal_value=0 -5.09483e-05 -0.000303145 4.70088e-05 -2.36863e-05 0.000185652 0.000334012 -8.22868e-05 -0.000217524 -5.5593e-05
internal_weight=0 0.0131678 0.00368375 0.00948405 0.00807506 0.0038823 0.00282767 0.00223491 0.00419276 0.00270656
internal_count=3910 3767 1688 2079 1822 533 329 918 1289 592
is_linear=0
shrinkage=0.00196078


Tree=4307
num_leaves=13
num_cat=0
split_feature=484 133 40 42 2 2 52 15 47 2 0 3
split_gain=0.000108216 0.000102185 9.14641e-05 8.26736e-05 9.90557e-05 8.22854e-05 9.17535e-05 7.65107e-05 6.94051e-05 0.000108593 9.32727e-05 6.1856e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.10869000000000002 0.088485000000000022 -0.07125999999999999 -0.074174999999999977 0.09252500000000001 0.085355000000000014 -0.098179999999999976 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -6 9 10 -5 -8
right_child=1 -3 3 4 7 6 11 -9 -10 -11 -12 -13
leaf_value=-0.00063537609684902793 0.00064285367574702158 -0.00055644745681859983 -0.00044511683689583221 0.00083097203809651718 7.900622571802776e-05 -4.3864841550399915e-05 0.00029288754886554414 -0.00056077779048983823 -0.00040603127256993093 -0.00034875495275104614 5.1289137360320116e-05 0.00093723434332079292
leaf_weight=0.001007731960141897 0.0010129016679818843 0.0010586283612223505 0.0012638310267060271 0.0010554843503391201 0.0015027841433030492 0.0010780067634285975 0.0010375358763460157 0.0013772688856634255 0.0010900222789413244 0.0011015788475796698 0.0013373081603721795 0.0012787865354031078
leaf_count=612 248 472 333 90 251 236 216 240 133 301 597 181
internal_value=0 2.95849e-05 7.68149e-05 2.95197e-05 8.47617e-05 0.000197277 0.000428691 -0.000226945 2.59365e-05 0.000160683 0.000395215 0.000648616
internal_weight=0 0.0141941 0.0131355 0.0121226 0.0108588 0.00797872 0.00339433 0.00288005 0.00458439 0.00349437 0.00239279 0.00231632
internal_count=3910 3298 2826 2578 2245 1754 633 491 1121 988 687 397
is_linear=0
shrinkage=0.00196078


Tree=4308
num_leaves=12
num_cat=0
split_feature=133 40 50 0 48 4 133 42 0 43 16
split_gain=6.45105e-05 8.85794e-05 6.34236e-05 6.10349e-05 0.000118909 6.13091e-05 5.87537e-05 9.13629e-05 5.57494e-05 6.27588e-05 5.22029e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 -0.10575999999999998 0.084500000000000006 0.0057500000000000008 -0.085714999999999986 0.088235000000000022 -0.017269999999999997 -1.0000000180025095e-35 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 -5 8 9 -8 -3
right_child=-2 2 -4 6 5 -7 7 -9 -10 -11 -12
leaf_value=0.00059101150091791762 -0.00047671755143312717 0.00016830273899507952 -0.00044803539922227411 0.0003286510167423368 -0.00048238548874050293 0.00014695046297674423 -0.00090496533595439221 0.0001943574174111956 -1.3814823345860174e-05 -0.00025542048679330913 0.0007309610484948142
leaf_weight=0.0010151873068632864 0.0010227396871218186 0.0011169852006134365 0.001159532562777209 0.0010417946226745902 0.0010207417443978406 0.001427355639736394 0.0010115083965912899 0.0016792484546031892 0.0011752084660058421 0.0013158730754841352 0.0014660403279864575
leaf_count=253 545 201 555 377 96 97 733 488 246 170 149
internal_value=0 3.41406e-05 -1.13979e-05 3.35871e-05 0.000194185 -0.000115453 -9.62388e-05 -0.000181662 -0.000361937 -0.000537721 0.000487649
internal_weight=0 0.0134295 0.0124143 0.0112548 0.00503112 0.0024481 0.00622363 0.00518184 0.00350259 0.00232738 0.00258303
internal_count=3910 3365 3112 2557 543 193 2014 1637 1149 903 350
is_linear=0
shrinkage=0.00196078


Tree=4309
num_leaves=9
num_cat=0
split_feature=4 0 157 16 1 151 2 0
split_gain=2.12073e-05 4.40815e-05 3.79022e-05 4.56943e-05 6.37568e-05 9.49388e-05 7.38648e-05 5.47192e-05
threshold=-0.48072499999999996 -1.0000000180025095e-35 -0.077534999999999979 -0.055679999999999993 0.085835000000000009 -0.0088999999999999982 0.090420000000000014 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -5
right_child=1 -3 3 7 5 6 -8 -9
leaf_value=-0.014015586719802195 0.01703993465231746 0.020521830474215561 -0.013056811893118636 -0.02559132243683937 -0.01723853535684081 0.0047840877265336789 0.036010988132997371 0.0021496203882866841
leaf_weight=0.0010046067542040992 0.001055313341075244 0.0010630371886264619 0.0019452394637093744 0.0016136224968574819 0.0010451541610640453 0.0018505026795137952 0.0012824668906049749 0.0012712039460200818
leaf_count=208 395 207 1086 1019 169 413 227 186
internal_value=0 0.00115545 -0.000890281 -0.00299081 0.0018977 0.00886018 0.0175667 -0.0133672
internal_weight=0 0.0111265 0.0100635 0.00900819 0.00612336 0.00417812 0.00313297 0.00288483
internal_count=3910 3702 3495 3100 1895 809 640 1205
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=11
num_cat=0
split_feature=11 48 0 42 42 133 160 49 4 15
split_gain=3.83336e-05 4.11014e-05 8.56203e-05 7.26166e-05 7.11709e-05 6.6937e-05 9.07422e-05 5.75707e-05 0.000112502 6.16945e-05
threshold=0.080455000000000013 0.091555000000000011 -0.18087499999999998 0.086325000000000013 0.094640000000000016 0.065880000000000008 -0.081519999999999995 -0.065249999999999989 -0.078484999999999985 -0.044229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 -9 -10
right_child=-2 2 -4 4 -6 -7 7 8 9 -11
leaf_value=0.0004230284872295907 -0.00037885474388724269 -0.00017456618972103339 0.00058346785963057847 -0.0007289059824606228 -6.2266126977349279e-05 0.00040420879987540525 -0.00056399031408989743 -0.00054548475449635184 -7.158871381309806e-05 0.0005478909932353491
leaf_weight=0.0012897787060277841 0.0010291527479110866 0.0010223524556427221 0.0013030198443058907 0.0010109384969200516 0.0015749281414047529 0.0016705017461097638 0.0010688267369468128 0.0011909884896541038 0.0014951952100398858 0.0010536544019012068
leaf_count=211 241 68 374 684 578 607 109 495 305 238
internal_value=0 1.46274e-05 0.000250197 -3.82744e-05 -0.000322887 5.6458e-05 -3.87988e-05 -0.00016267 -4.79746e-05 0.000184494
internal_weight=0 0.0126802 0.00232537 0.0103548 0.00258587 0.00776895 0.00609844 0.00480866 0.00373984 0.00254885
internal_count=3910 3669 442 3227 1262 1965 1358 1147 1038 543
is_linear=0
shrinkage=0.00196078


Tree=4311
num_leaves=10
num_cat=0
split_feature=11 403 3 12 3 3 2 16 16
split_gain=2.05573e-05 3.19461e-05 6.07506e-05 3.64463e-05 8.23715e-05 7.96874e-05 4.21446e-05 6.49482e-05 4.30431e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=0.023457514563209131 -0.012968822670525893 -0.015761282114488143 0.027839681785492301 -0.031852932155203885 0.004301281478543321 0.012816210436957213 -0.01360363851539728 -0.02735957954715211 0.013801429603553734
leaf_weight=0.001259699716368576 0.001126177013042194 0.0010067100502118382 0.0011573866636323338 0.0010344801104344363 0.0016123855207512768 0.0014759415028725992 0.0010030051858501163 0.0011050976941630567 0.0013371699774317703
leaf_count=200 279 341 847 939 584 179 168 244 129
internal_value=0 0.00121718 0.00292896 -3.47624e-05 -0.00982895 0.00423002 -0.00132258 -0.00737958 0.00205555
internal_weight=0 0.0109919 0.00998517 0.00872547 0.00264687 0.0060786 0.00492121 0.00344527 0.00234018
internal_count=3910 3631 3290 3090 1523 1567 720 541 297
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=10
num_cat=0
split_feature=4 1 12 151 12 15 15 160 15
split_gain=1.87781e-05 6.6394e-05 3.5154e-05 4.05448e-05 5.91757e-05 0.000111254 6.702e-05 4.76597e-05 9.68567e-05
threshold=0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.08341999999999998 0.088325000000000015 0.088190000000000004 0.024640000000000006 1.0000000180025095e-35 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.018863264406288494 -0.0084272136975673314 0.025201214097543435 -0.018724094426326516 -0.011269753109124668 -0.0093096004681275102 0.034089782732619985 -0.028862701094072931 -0.018927427948286158 0.026182626202791298
leaf_weight=0.0010190738055635183 0.0012070361599128112 0.0011431215049028456 0.0011166491421205358 0.0015886484139948209 0.0012814933634440751 0.0010957189773914393 0.0012194416223642209 0.0011815947942448021 0.0012213947741704922
leaf_count=366 196 353 428 386 621 508 638 182 232
internal_value=0 0.00792972 -0.00203083 0.000134816 -0.00238033 0.0106943 -0.00834477 -0.00207657 0.00500905
internal_weight=0 0.00235016 0.00972401 0.00860737 0.00758829 0.00237721 0.00521108 0.00399164 0.00281004
internal_count=3910 549 3361 2933 2567 1129 1438 800 618
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=10
num_cat=0
split_feature=150 151 151 1 4 1 52 4 13
split_gain=1.77472e-05 5.54494e-05 4.87169e-05 4.56831e-05 6.06556e-05 5.5726e-05 3.23028e-05 6.17027e-05 6.60839e-05
threshold=0.084800000000000014 -0.024429999999999997 -0.03268999999999999 0.10752500000000002 0.24280000000000004 0.092550000000000007 0.090300000000000005 -0.08422499999999998 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 -4 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.021345830751634036 0.024949813227550324 -0.0078176885788948363 -0.014988645877966564 -0.0016930012241745938 0.029258395849709046 -0.02483804900890442 -0.011072308329605131 -0.0033887252273299829 0.029264272125486442
leaf_weight=0.001133662631645418 0.0010195810327478451 0.0010464825498425465 0.0010161341753947032 0.0014419957086475943 0.0011287848890775849 0.0010595842514395104 0.0016812280514208319 0.0011477953225060176 0.0013473523484769431
leaf_count=363 284 174 476 239 303 362 631 750 328
internal_value=0 0.00835274 -0.00183173 0.000675664 0.0118972 -0.00393849 0.000326272 0.005784 0.0142435
internal_weight=0 0.00206606 0.00995654 0.00882287 0.00257078 0.00625209 0.00519251 0.00351128 0.00249515
internal_count=3910 458 3452 3089 542 2547 2185 1554 1078
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=12
num_cat=0
split_feature=11 48 0 51 42 42 2 16 13 4 12
split_gain=0.000114412 9.55526e-05 0.000238071 8.15104e-05 0.000102776 0.000104946 9.16196e-05 0.000143116 0.000157994 8.3694e-05 0.000257135
threshold=0.08184000000000001 0.091555000000000011 -0.19631499999999999 0.085845000000000019 0.086325000000000013 0.094640000000000016 0.11260500000000001 0.26364000000000004 -0.09547499999999999 -1.0000000180025095e-35 0.084575000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 -1 10 -10
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.0008161943774020545 -0.00064695555663645519 -0.00035911752187821257 0.00084738173537670313 -0.00053742469834306111 -0.00079128004116234155 3.9953730365314906e-07 0.00064747640100541856 -0.00063351468499637847 0.00077204749607852666 -0.00033281839686433867 -0.00048537647182072906
leaf_weight=0.0011405163977046195 0.0010084860183207011 0.0010358677495703186 0.0016001025055469183 0.0011438695091799374 0.0010708567588336717 0.0016141391300222754 0.0011248423872554803 0.001018427512572596 0.001432248979752439 0.001763412379649042 0.0011096991649497874
leaf_count=119 224 62 383 348 617 512 224 124 315 313 669
internal_value=0 3.67656e-05 0.000373259 -4.09175e-05 1.4361e-05 -0.000315346 0.000131009 4.11399e-05 0.000167306 -4.58817e-06 0.000223113
internal_weight=0 0.014054 0.00263597 0.011418 0.0102741 0.002685 0.00758915 0.0064643 0.00544588 0.00430536 0.00254195
internal_count=3910 3686 445 3241 2893 1129 1764 1540 1416 1297 984
is_linear=0
shrinkage=0.00196078


Tree=4315
num_leaves=10
num_cat=0
split_feature=11 48 42 49 15 3 16 4 42
split_gain=1.8456e-05 3.69025e-05 4.67453e-05 9.31788e-05 4.89782e-05 9.91429e-05 7.57946e-05 4.57425e-05 3.85323e-05
threshold=0.077330000000000024 0.095825000000000007 0.086325000000000013 -0.07107999999999999 -0.017214999999999998 -0.078884999999999997 -0.09601999999999998 -0.08266999999999998 0.094640000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -7 -4
right_child=-2 -3 8 4 5 7 -8 -9 -10
leaf_value=-0.025116611834843733 -0.012312227631495084 0.015721193373693401 -0.028201483977353892 0.017770703549457718 -0.0061741049594608681 0.013452110330709522 -0.016935914077620167 0.042848789454040637 -0.0023748064215249869
leaf_weight=0.0010135281430673233 0.0011183192727742203 0.0015039873567331838 0.0010017625171805944 0.0010671118103308206 0.0013058953854998188 0.0010108293958224395 0.0015334635323168886 0.0011112254736421979 0.0013645946764727129
leaf_count=201 279 359 701 296 777 123 434 160 580
internal_value=0 0.00117652 -0.00114852 0.0029375 0.00765402 0.0155048 -0.00269451 0.0288458 -0.0133082
internal_weight=0 0.0109124 0.00940841 0.00704205 0.00602853 0.00342795 0.00260058 0.00212205 0.00236636
internal_count=3910 3631 3272 1991 1790 1060 730 283 1281
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=12
num_cat=0
split_feature=484 133 16 52 0 52 15 15 4 151 2
split_gain=0.000150121 0.000106285 8.29489e-05 0.000109428 0.000145828 0.000115997 0.000109191 0.000134962 7.20625e-05 0.000105784 0.000103237
threshold=-0.0043499999999999988 0.10681500000000001 -0.014099999999999998 0.096170000000000019 -0.10783 -0.091329999999999981 -0.021529999999999997 0.085120000000000015 0.00046500000000000008 -0.0088999999999999982 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 -2 -10 -11
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00073392571290594908 0.000568623296877428 -0.00054884529486756391 0.0007603461855154517 0.00076823873018909211 0.00021855192115516719 -0.00056360395405702065 -0.00082206979998104834 1.9648265106892607e-05 -0.000529313248366657 -0.00010265999000252684 0.00068345522409971407
leaf_weight=0.0010248634567240839 0.0011711865160028015 0.0010789960713634391 0.001019489684517514 0.0013241778753238301 0.0018069213648989745 0.0012219857409823292 0.0012530993496984554 0.0017624671359429778 0.0010127575659624691 0.0015892283963516904 0.0010779145612010888
leaf_count=612 222 472 116 117 512 365 301 588 135 292 178
internal_value=0 4.29094e-05 9.11374e-05 0.000278943 0.0001189 -9.70019e-05 -3.71253e-05 -0.000330122 0.00014501 1.01878e-05 0.000215045
internal_weight=0 0.0143182 0.0132392 0.00537257 0.0040484 0.00302891 0.00786665 0.00301557 0.00485109 0.0036799 0.00266714
internal_count=3910 3298 2826 1110 993 877 1716 889 827 605 470
is_linear=0
shrinkage=0.00196078


Tree=4317
num_leaves=10
num_cat=0
split_feature=150 151 160 1 12 4 4 4 13
split_gain=1.86761e-05 6.97032e-05 4.30536e-05 4.76702e-05 4.83556e-05 6.89145e-05 5.34391e-05 4.56582e-05 3.35831e-05
threshold=0.082085000000000019 -0.051109999999999996 0.041025000000000006 0.12864500000000004 0.10129000000000001 -1.0000000180025095e-35 -0.078484999999999985 0.15927500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -7 -1
right_child=1 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.01281554284226241 0.027221582038029064 -0.0081327870861503393 -0.021242567418585136 0.01943990561346421 -0.021941587809268304 -0.025789222990111927 0.024702642930673004 0.00062073831485084203 0.010621776230087705
leaf_weight=0.0010887521569259758 0.0010339438230549522 0.0012105818853139026 0.0010354916764826689 0.0011349888432477624 0.0010980828754974933 0.0012334202418783679 0.0014134776407775922 0.0013949538737192072 0.0013943433889046777
leaf_count=692 321 192 468 255 366 364 758 173 321
internal_value=0 0.00815325 -0.00195998 0.000319871 -0.0025269 0.000740395 0.00918091 -0.0117727 0.000345316
internal_weight=0 0.00224453 0.00979351 0.00875802 0.00762303 0.00652495 0.00389657 0.00262837 0.0024831
internal_count=3910 513 3397 2929 2674 2308 1771 537 1013
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=12
num_cat=0
split_feature=484 42 15 43 3 2 2 42 4 0 1
split_gain=9.43749e-05 8.29159e-05 8.72962e-05 0.000127349 0.000103618 0.000102427 0.0001913 0.000141865 0.000108775 0.000136073 0.000110416
threshold=-0.0043499999999999988 0.10217500000000002 -0.10071499999999999 0.12512500000000001 0.090325000000000003 0.10393500000000001 0.114165 0.090930000000000011 -0.0025899999999999994 -0.11077499999999998 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 7 -7 8 10 -10 -4
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00057542503913777252 0.00062213560892706752 -0.00049885875367722092 -0.0002294793122827201 0.00058798309376984664 -7.4169100571601476e-05 -0.001060858131870451 0.00012735986490629888 0.00064948828211373421 5.9092970140990643e-05 -0.00091623305649543595 0.00045940634221448953
leaf_weight=0.001085943325124899 0.002008918020390528 0.0010812499756505311 0.0018826381915057477 0.0011524875247859731 0.0013903161130812353 0.001075147681498407 0.0010105867277326601 0.0011198363799594206 0.0010424891983109308 0.0011640463976349256 0.0017043645942518477
leaf_count=612 394 413 782 151 154 231 218 224 76 221 434
internal_value=0 2.36766e-05 6.53708e-05 -2.56976e-05 0.000337341 -0.00010429 -0.000485139 1.06107e-05 -0.000112878 -0.000455435 9.78447e-05
internal_weight=0 0.0146321 0.0135508 0.0101516 0.00339923 0.00899911 0.00208573 0.00691337 0.00579354 0.00220654 0.003587
internal_count=3910 3298 2885 2337 548 2186 449 1737 1513 297 1216
is_linear=0
shrinkage=0.00196078


Tree=4319
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 1 151 4 4 3 3 15
split_gain=7.85602e-05 8.93458e-05 9.22196e-05 7.91376e-05 8.52853e-05 8.89059e-05 0.000104014 0.000135397 7.57616e-05 8.33364e-05 0.000117044 0.00012056
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.099550000000000013 0.092550000000000007 -0.0060399999999999994 0.08734500000000002 0.05309500000000001 -0.11266 0.084925000000000014 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 9 -5 11 -11
right_child=1 -3 3 4 -6 6 7 -9 -10 10 -12 -13
leaf_value=-0.00054454447853954447 0.00062942973313879634 -0.00053741997408285607 -0.00045355053625419631 0.00065815024130765098 -0.00046274898868165436 -0.00063176730557543278 -0.00035265141853236311 0.00048387546002580655 0.000750373353140256 -0.00074268201550286217 0.00046095383182929517 0.00018858079431070078
leaf_weight=0.0010274411083085197 0.0010122712696564373 0.0010352534168784977 0.0012513181490078342 0.0010529131194895406 0.0010531303306399393 0.0010425230452848979 0.0014132062956188633 0.0015706702698126979 0.0010766277560545282 0.0010323348943458257 0.0014500298685760638 0.0011082154222581888
leaf_count=612 248 472 333 96 114 166 327 256 137 510 94 545
internal_value=0 1.70558e-05 6.09976e-05 1.32498e-05 6.73363e-05 0.000124613 -9.85974e-05 8.76845e-05 0.000281731 0.000173073 3.08274e-05 -0.000260544
internal_weight=0 0.0140985 0.0130632 0.012051 0.0107997 0.00974652 0.0040264 0.00298388 0.00572012 0.00464349 0.00359058 0.00214055
internal_count=3910 3298 2826 2578 2245 2131 749 583 1382 1245 1149 1055
is_linear=0
shrinkage=0.00196078


Tree=4320
num_leaves=9
num_cat=0
split_feature=403 52 0 1 2 2 2 3
split_gain=1.7741e-05 4.04718e-05 7.71301e-05 7.43367e-05 0.000117135 8.98575e-05 7.94625e-05 6.80239e-05
threshold=0.087440000000000004 0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.097940000000000013 0.087005000000000013 0.081110000000000015 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.0069661040946568491 -0.012432842263925842 -0.013898723947022951 0.022690736571459764 0.00081971002204697576 0.031274231385921787 -0.020843247942303082 0.028318101772515442 -0.034337201938717268
leaf_weight=0.0014112529928471218 0.0010640830031949456 0.0015493306743963415 0.0017206057713204269 0.0011330378325893184 0.0013347580037779234 0.0016597860749366124 0.0011652899325987841 0.0010701616310707731
leaf_count=496 349 600 362 250 440 712 539 162
internal_value=0 0.00108713 0.00353246 -0.000707657 0.00544168 -0.00269749 0.00899184 -0.0162571
internal_weight=0 0.0110442 0.00949489 0.00777429 0.00557109 0.00423633 0.00257654 0.0022032
internal_count=3910 3561 2961 2599 2187 1747 1035 412
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=9
num_cat=0
split_feature=1 43 13 16 150 1 15 15
split_gain=1.93783e-05 4.32305e-05 5.39859e-05 4.74013e-05 3.9796e-05 3.32041e-05 3.33485e-05 5.2714e-05
threshold=0.085835000000000009 0.013605000000000001 -0.080814999999999984 -0.0049699999999999996 0.077110000000000012 0.10561500000000001 -0.038029999999999987 -0.14868999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 -7
right_child=4 -3 3 -5 -6 6 -8 -9
leaf_value=-0.029882048171471411 -0.011229829544089914 0.0092438806173105841 -0.018036707205824551 0.0098948412843689743 0.016841023878195079 0.014027170394774186 0.02014123131987039 -0.015768794419206211
leaf_weight=0.0010529659950707228 0.0019658204935485537 0.0015211243132887669 0.0011143533187589773 0.0013359977085546978 0.0016582346347555465 0.0011457543627149706 0.0010280145652441309 0.0012324441500113081
leaf_count=744 714 397 660 399 349 300 155 192
internal_value=0 -0.00483307 -0.0109452 -0.00280767 0.0032991 -0.00088101 0.00509158 -0.00141387
internal_weight=0 0.00502444 0.00350332 0.00245035 0.00703027 0.00537203 0.00340621 0.0023782
internal_count=3910 2200 1803 1059 1710 1361 647 492
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=10
num_cat=0
split_feature=4 43 0 43 151 2 160 4 16
split_gain=2.10478e-05 4.6725e-05 5.30114e-05 4.56198e-05 4.4195e-05 5.89371e-05 5.54818e-05 5.42911e-05 4.91767e-05
threshold=-0.48072499999999996 -0.24333999999999997 -0.035699999999999989 0.0033500000000000005 -0.0088999999999999982 0.09116500000000001 -1.0000000180025095e-35 0.074650000000000008 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 -8
right_child=1 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.013952462032170121 -0.019002267597662915 0.0082338369924361832 0.021368244072312713 -0.018289040272176992 -0.01315847920946922 -0.02534994109347884 0.018299226078419942 0.030565432083528046 -0.0068627551567153515
leaf_weight=0.0010028340675360707 0.0010390119231677855 0.0010107922645287459 0.001394014966165316 0.0011395781791510998 0.0010056709216459576 0.0010818296199361038 0.0015683237817951195 0.0012430873806135081 0.0015388712050157598
leaf_count=208 198 323 269 632 688 230 642 247 473
internal_value=0 0.00117966 0.00328034 0.000344336 0.00319511 -0.00912808 0.00800989 0.0129035 0.00583749
internal_weight=0 0.0110212 0.00998217 0.00858815 0.00744858 0.00209262 0.00535595 0.00435028 0.00310719
internal_count=3910 3702 3504 3235 2603 553 2050 1362 1115
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=11
num_cat=0
split_feature=49 133 50 12 12 2 52 1 2 0
split_gain=5.6692e-05 5.94402e-05 8.09157e-05 7.80185e-05 0.000109644 0.00011163 6.19385e-05 8.34759e-05 0.00010669 3.00296e-05
threshold=-0.14750499999999997 0.10599500000000002 0.086465000000000014 0.10333000000000002 0.086935000000000012 0.092340000000000019 1.0000000180025095e-35 0.11097000000000001 0.089910000000000004 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 9 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=0.00043802775889063811 -0.00035899399036836934 -0.00049426566317713097 -0.00050111604900676936 0.00056450277527825179 -0.00071889424291977553 8.1091191022534745e-05 0.00043253762336318852 -0.00043637031876824856 0.00050411978554086188 0.00010220664847595283
leaf_weight=0.00102112133954656 0.0011463263517510211 0.0010278808251836516 0.0011333122357341545 0.0010241387558156912 0.0014201153263012313 0.0012706663013697765 0.0018476533002293556 0.0012106158512557256 0.0018047186587155858 0.0010309394031616922
leaf_count=143 79 549 551 229 629 376 460 263 279 352
internal_value=0 -4.18979e-05 -2.78614e-06 4.97247e-05 -4.45288e-06 -0.000341118 0.00012422 1.45134e-05 0.000151593 -0.000140615
internal_weight=0 0.0129164 0.0118885 0.0107552 0.00973104 0.00269078 0.00704025 0.0051926 0.00398198 0.00217727
internal_count=3910 3767 3218 2667 2438 1005 1433 973 710 431
is_linear=0
shrinkage=0.00196078


Tree=4324
num_leaves=12
num_cat=0
split_feature=11 133 40 160 13 52 2 0 52 4 3
split_gain=6.90562e-05 7.29217e-05 0.000127887 9.30922e-05 8.08371e-05 7.60341e-05 9.91986e-05 0.000163615 7.97266e-05 5.52702e-05 2.49051e-05
threshold=0.081005000000000008 0.10681500000000001 -0.078179999999999986 0.099550000000000013 -0.094679999999999986 0.10599500000000002 0.10796500000000002 -0.10071499999999999 -0.014099999999999998 0.05309500000000001 -0.053439999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 7 9 -9 -6 -4
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00073249348719865617 -0.00049148160062521026 -0.00047785198240314809 0.00063510829483533952 -0.00052723231359880218 0.00011244551851120297 0.00039183008241284382 -0.00063366028660861984 6.0611197470254652e-06 -0.00061736816298345396 0.00069723095269776548 0.00020719428752760126
leaf_weight=0.0010272315526427917 0.001058110322943861 0.001010730485517238 0.0010043670963467287 0.0011178417736738911 0.0013896561963566431 0.0014310694452873427 0.001138102689501699 0.0016249857151578379 0.0015323621539479993 0.0011239505847354392 0.0010908881870855852
leaf_count=259 233 537 179 265 105 420 260 517 862 81 192
internal_value=0 2.87079e-05 6.97317e-05 1.0289e-05 6.84256e-05 -1.90171e-05 -0.000105365 6.5798e-07 -0.000296509 0.00037393 0.000412316
internal_weight=0 0.0134912 0.0124805 0.0114532 0.0103354 0.00824013 0.00680906 0.00567095 0.00315735 0.00251361 0.00209526
internal_count=3910 3677 3140 2881 2616 2245 1825 1565 1379 186 371
is_linear=0
shrinkage=0.00196078


Tree=4325
num_leaves=11
num_cat=0
split_feature=11 457 48 0 42 13 12 42 43 4
split_gain=5.8907e-05 4.33282e-05 6.59389e-05 8.3386e-05 5.5519e-05 7.78674e-05 0.000118525 0.000216945 5.87439e-05 3.77104e-05
threshold=0.081005000000000008 -0.0034949999999999994 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 -0.094679999999999986 0.084100000000000022 0.091330000000000008 0.052855000000000006 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 8 9 -8 -6 -7
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00034604230185005143 -0.00045642971158057729 0.00029867590815872068 -3.0540052138358649e-05 0.00059392407328841637 -0.0001207382501601808 -0.00018174383562724779 -0.0011972585883630244 1.8688494160861111e-05 0.00052447021638241424 0.00027389044751820489
leaf_weight=0.0010806905728948631 0.0010304074018060256 0.0016640234870017355 0.0015517779405107013 0.0017484396918182139 0.0010522330017766878 0.0014488511149570431 0.0010864821624481783 0.0011733853470216314 0.0011199932667703971 0.0013482632681522718
leaf_count=308 233 405 89 526 167 298 992 531 116 245
internal_value=0 3.02492e-05 6.35994e-05 0.000300298 -2.42378e-05 -9.85663e-05 -0.00023194 -0.000565905 0.000211929 3.78807e-05
internal_weight=0 0.0132741 0.0121934 0.00330022 0.00889323 0.00722921 0.00505698 0.00225987 0.00217223 0.00279711
internal_count=3910 3677 3369 615 2754 2349 2066 1523 283 543
is_linear=0
shrinkage=0.00196078


Tree=4326
num_leaves=9
num_cat=0
split_feature=11 48 42 133 49 4 15 16
split_gain=1.94966e-05 2.96344e-05 4.46322e-05 6.61504e-05 6.6153e-05 8.66789e-05 0.000136852 3.72393e-05
threshold=0.077330000000000024 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.006494999999999999 -0.078484999999999985 -0.033649999999999992 -0.090494999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=-0.022109521795205367 -0.012591468830546487 0.012265196039766803 0.0008140278293314292 0.021516849535764025 -0.016395916547318697 -0.003782207390626981 0.043078069468667747 -0.025155725381410778
leaf_weight=0.0012899233460044032 0.0011304768722765245 0.0019831576739210511 0.0010017800185401107 0.0014770344640194725 0.0013731842337955124 0.0015855576048039611 0.0010268256283147367 0.0012302502801478017
leaf_count=223 279 435 332 599 526 383 211 922
internal_value=0 0.00120127 -0.00124087 0.00281135 -0.00242583 0.00394477 0.0146367 -0.0135
internal_weight=0 0.0109677 0.00898456 0.00675253 0.00527549 0.00398557 0.00261238 0.00223203
internal_count=3910 3631 3196 1942 1343 1120 594 1254
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=12
num_cat=0
split_feature=133 40 50 160 52 3 2 3 4 4 13
split_gain=6.64059e-05 8.92452e-05 7.57311e-05 7.25443e-05 5.60392e-05 5.91988e-05 8.64344e-05 0.000121904 9.53619e-05 8.22904e-05 2.98732e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.099550000000000013 -0.27466499999999994 -0.10628499999999998 0.10796500000000002 -0.08095999999999999 0.070230000000000015 -1.0000000180025095e-35 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 7 -7 9 -9 -6
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.00058574047003708538 -0.00049603062094188543 -0.00035654631646839024 -0.00051126043837742055 -0.00044911780602509749 0.00019667123261075771 -0.00040397703949399062 -0.00036002378535616877 0.00044130507335266912 0.00083815786583676163 -0.00020883629448532654 0.00065812230441198783
leaf_weight=0.0010027249540328935 0.0010192019475285538 0.0010195488956249226 0.0011093196686833362 0.0011113221421700402 0.0011634273505863693 0.0011431820664546156 0.0015993615022793948 0.0016467986900132667 0.0010243733270372075 0.0013721886784270115 0.0010055563095163499
leaf_count=253 545 310 555 226 146 746 338 328 173 168 122
internal_value=0 2.34344e-05 -2.28005e-05 2.60783e-05 7.90232e-05 0.000128615 3.84823e-05 0.000161369 0.000321209 0.000145803 0.000410603
internal_weight=0 0.0131978 0.0121951 0.0110858 0.00997444 0.00895489 0.0067859 0.00518654 0.00404336 0.00301899 0.00216898
internal_count=3910 3365 3112 2557 2331 2021 1753 1415 669 496 268
is_linear=0
shrinkage=0.00196078


Tree=4328
num_leaves=12
num_cat=0
split_feature=41 133 13 4 43 0 42 0 16 1 12
split_gain=6.06397e-05 6.84394e-05 8.41229e-05 8.744e-05 0.000139768 7.9331e-05 7.21846e-05 7.65247e-05 0.000128267 8.157e-05 4.9622e-05
threshold=0.075585000000000013 0.10599500000000002 -0.094679999999999986 -0.034289999999999994 -0.083684999999999996 -0.10943499999999999 0.091330000000000008 -0.099864999999999995 -0.057604999999999996 0.091310000000000016 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 8 9 -5 -6
right_child=-2 -3 3 6 10 -7 -8 -9 -10 -11 -12
leaf_value=8.3242264197375193e-06 -0.00047416834527372797 -0.00046484453086458928 0.00031323619011897758 0.00035602639268781213 -0.00028302814908357378 0.00073420065301820468 0.00058613682521140465 -0.00032487634864980633 0.00067378707469882592 -0.00033825450041763492 -0.0008874866232432343
leaf_weight=0.0010726224624989615 0.0010100751752160934 0.0010156223785163449 0.0010063287832042158 0.0010588764571740352 0.0010767092574077636 0.0012575053593555921 0.0010386293895833561 0.0016990251493918104 0.0013168520053940883 0.0016874039151509171 0.0010138086530304482
leaf_count=166 221 537 232 98 163 200 256 911 120 152 854
internal_value=0 2.42477e-05 6.4871e-05 -1.404e-05 -0.000287151 0.00040006 0.000110325 2.45604e-05 0.00017068 -7.05624e-05 -0.000576164
internal_weight=0 0.0132434 0.0122278 0.00989763 0.00309685 0.00233013 0.00680079 0.00576216 0.00406313 0.00274628 0.00209052
internal_count=3910 3689 3152 2786 1249 366 1537 1281 370 250 1017
is_linear=0
shrinkage=0.00196078


Tree=4329
num_leaves=9
num_cat=0
split_feature=1 0 15 50 47 13 52 43
split_gain=1.79605e-05 5.42782e-05 3.78296e-05 3.56986e-05 4.47523e-05 5.95746e-05 0.000130816 4.12676e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.088425000000000017 0.077065000000000008 -0.0010249999999999997 -0.074484999999999982 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -6
right_child=3 2 -4 -5 7 6 -8 -9
leaf_value=-0.02362168733486765 0.029494310719645273 -0.0070633138822188985 0.015619991055128873 -0.014878748626596681 0.010202170135287668 -0.022344217390374455 0.020165592597082525 -0.016024276652071619
leaf_weight=0.001174154729262581 0.0012880419289311757 0.0019229092484667123 0.0011903559595134239 0.0010019002433316508 0.0010107019763329372 0.0011743439397965396 0.001887300774436084 0.001476373333061991
leaf_count=630 618 579 799 440 153 239 279 173
internal_value=0 -0.00530022 0.00160964 0.00274985 0.00533325 0.0114511 0.00386026 -0.00536633
internal_weight=0 0.00428742 0.00311327 0.00783866 0.00683676 0.00434969 0.00306164 0.00248708
internal_count=3910 2008 1378 1902 1462 1136 518 326
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 151 0 48 0
split_gain=5.34837e-05 5.97828e-05 8.0551e-05 0.000117681 0.000117904 8.61242e-05 7.75169e-05 7.33015e-05 6.07756e-05 4.49778e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.073574999999999988 -0.096614999999999993 -0.044604999999999992 -0.083424999999999985 0.084500000000000006 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 9 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00044521400665457504 -0.00053065135927206971 -0.00042020421921138632 0.0006455563333023789 0.0007835218071131372 0.00017710716279590289 -0.00053291312287616756 6.1399883467091909e-05 -0.00041095787161263004 -0.00017462037880556402 0.00053194191553735954
leaf_weight=0.0010258980650676959 0.0011865330207657347 0.0010902617240303144 0.0010204411368619371 0.001211307411060414 0.0014779804330604174 0.0011821740244764743 0.0016206498445413419 0.0012228319023991924 0.001675347340930534 0.0015075149857726568
leaf_count=627 213 480 308 117 416 256 243 581 179 490
internal_value=0 1.95657e-05 5.91753e-05 0.000253399 7.89321e-05 -0.000138426 -7.25507e-05 1.76452e-05 0.000126755 0.000288162
internal_weight=0 0.013195 0.0121048 0.0048919 0.0036806 0.00266015 0.00721288 0.00602634 0.00480351 0.00312816
internal_count=3910 3283 2803 1097 980 672 1706 1493 912 733
is_linear=0
shrinkage=0.00196078


Tree=4331
num_leaves=12
num_cat=0
split_feature=133 40 42 47 52 2 3 4 43 13 4
split_gain=7.76868e-05 0.000156872 7.56482e-05 9.00421e-05 9.16436e-05 8.84465e-05 0.00014463 7.01678e-05 6.49481e-05 8.36611e-05 0.000100957
threshold=0.10681500000000001 -0.080519999999999994 -0.089744999999999978 0.10887000000000001 -0.092854999999999979 0.11230000000000001 0.097615000000000021 0.15927500000000003 -0.083094999999999988 -0.0024749999999999993 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 -10 -11
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=0.00063160710286419542 -0.0006475327052203869 -0.00062233581139617856 -0.00049498489972548798 -0.00062914805831329522 0.00031458162418835994 -0.00035912925062762978 0.00078787399456671395 0.00047098269926540746 -0.00061367489133464697 0.00029483720281963196 -0.00047586164206248098
leaf_weight=0.0010151936217770051 0.0011201621937865875 0.0012742303093939743 0.0016103175222724484 0.0012016234996941625 0.0011656700944452838 0.0019473479734459752 0.0010410976059872651 0.0010115137579542683 0.0013300674325448097 0.0016324146221222509 0.0010896835223372717
leaf_count=235 545 368 544 186 279 311 96 160 939 176 71
internal_value=0 -0.000111343 -0.000168036 -0.000119915 -6.3404e-05 1.19917e-05 0.000111394 -1.66424e-06 -9.32901e-05 -0.000210621 -1.36814e-05
internal_weight=0 0.0143192 0.013304 0.0120297 0.0108281 0.0092178 0.00727045 0.00622935 0.00521784 0.00405217 0.0027221
internal_count=3910 3365 3130 2762 2576 2032 1721 1625 1465 1186 247
is_linear=0
shrinkage=0.00196078


Tree=4332
num_leaves=11
num_cat=0
split_feature=49 15 42 0 484 16 0 1 12 49
split_gain=5.20479e-05 6.91117e-05 4.734e-05 0.00010327 7.27299e-05 4.75519e-05 0.000153903 8.22913e-05 7.82268e-05 7.16066e-05
threshold=-0.14750499999999997 0.088615000000000013 0.084100000000000022 -0.082194999999999976 0.057010000000000005 -0.025139999999999999 -0.15713499999999997 0.095155000000000017 0.051320000000000005 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 9 -8 -7 -2
right_child=1 -3 3 -5 -6 8 7 -9 -10 -11
leaf_value=0.00041481101376971449 8.1731133045725716e-05 -0.00050132475106658494 -0.00060713684002032 0.00011979257639514396 0.0004921775023503524 9.8323380176032867e-05 0.00016121681971562589 0.00086729706850352702 -0.00056762231056497266 -0.00065098680600238635
leaf_weight=0.0010250342340393315 0.0010094205668816914 0.0011579835230872025 0.0013791460693303981 0.0016506282355927041 0.0013481182130609254 0.0014696583563165897 0.0017309718652650863 0.0010019368960060727 0.001259240861754232 0.0010422639604872963
leaf_count=143 56 800 738 444 243 261 581 214 329 101
internal_value=0 -4.40513e-05 4.78023e-07 -0.000211104 7.28177e-05 -2.42653e-06 0.000115379 0.000420079 -0.000208975 -0.000290493
internal_weight=0 0.0130494 0.0118914 0.00302977 0.00886161 0.00751349 0.00478459 0.00273291 0.0027289 0.00205168
internal_count=3910 3767 2967 1182 1785 1542 952 795 590 157
is_linear=0
shrinkage=0.00196078


Tree=4333
num_leaves=11
num_cat=0
split_feature=11 48 0 1 42 133 0 0 0 3
split_gain=5.71517e-05 6.28399e-05 0.000126852 9.75592e-05 5.09496e-05 7.31675e-05 6.41867e-05 0.000124278 8.47025e-05 7.08816e-05
threshold=0.081005000000000008 0.016865000000000002 -0.18901999999999997 0.089605000000000018 -0.088669999999999985 -0.0056849999999999991 -0.10071499999999999 -0.11756999999999999 -0.06402999999999999 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 7 -7 -8 -10
right_child=-2 2 3 -5 5 6 8 -9 9 -11
leaf_value=0.00024733942285995057 -0.00045792433153607671 -0.00012909857152039336 0.00014438315308724014 0.0010065246770903859 -0.00057736161647905029 -0.00014135116502111332 -0.00064146749926252146 0.00071834259038109911 0.00033181615035957394 -0.00036502414007814091
leaf_weight=0.0016249030172281629 0.0010278878289580592 0.0019440169901460691 0.0010158109014644038 0.0010027825060391843 0.0012091727107758927 0.0017816629547685019 0.0012324404934190222 0.0010146891978876126 0.0011718714932415033 0.0010769803472760338
leaf_count=410 233 116 324 287 717 232 1149 81 123 238
internal_value=0 2.22574e-05 0.00022839 0.000572672 -6.73881e-05 -0.000135695 -5.06231e-05 0.000170599 -0.00022832 -1.90228e-06
internal_weight=0 0.0130743 0.00396261 0.00201859 0.00911172 0.00748682 0.00627764 0.00279635 0.00348129 0.00224885
internal_count=3910 3677 727 611 2950 2540 1823 313 1510 361
is_linear=0
shrinkage=0.00196078


Tree=4334
num_leaves=12
num_cat=0
split_feature=133 40 50 160 2 42 1 2 49 4 12
split_gain=0.000106268 9.26844e-05 7.22296e-05 9.60709e-05 6.19371e-05 8.67563e-05 7.82006e-05 7.37364e-05 0.000110243 0.00012922 4.50841e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.099550000000000013 0.10796500000000002 -1.0000000180025095e-35 0.11198000000000001 0.097940000000000013 -0.047894999999999993 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 -7 10 -10
right_child=-2 2 -4 -5 6 7 -8 -9 9 -11 -12
leaf_value=0.00059705866013222636 -0.00063083366218283832 -0.00024420497670412294 -0.00048930112867444603 -0.0005117434249201396 -0.00054956479249212574 0.00072882669798614579 0.00016562696277887571 0.00075976433035561115 0.00065705884134487178 -0.00032348920880541967 7.9363713488874325e-05
leaf_weight=0.0010035657134321576 0.0010259890234283449 0.0015470196355279542 0.0011554989033149129 0.0011490044829019471 0.001176137179553861 0.0011088833813292735 0.0011750376186037772 0.0010093067260232638 0.0010609310964361618 0.0020048331102733531 0.0010174999737403074
leaf_count=253 545 549 555 226 278 164 230 168 178 290 474
internal_value=0 2.39111e-05 -2.24597e-05 2.54958e-05 8.66157e-05 0.000171199 -0.000192136 0.000274826 0.000180559 3.1667e-05 0.000374247
internal_weight=0 0.0134077 0.0124042 0.0112487 0.0100996 0.00774847 0.00235117 0.00620145 0.00519215 0.00408326 0.00207843
internal_count=3910 3365 3112 2557 2331 1823 508 1274 1106 942 652
is_linear=0
shrinkage=0.00196078


Tree=4335
num_leaves=12
num_cat=0
split_feature=484 133 12 42 133 15 16 52 0 48 15
split_gain=0.000153974 9.80916e-05 9.0204e-05 8.37186e-05 0.000105157 0.000131308 0.000121289 0.000111151 0.000210586 0.000100221 8.73843e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.10333000000000002 -0.090359999999999982 -0.090054999999999982 0.083935000000000023 -0.19424999999999998 0.096170000000000019 -0.10131499999999999 0.085790000000000019 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 10 8 9 -8 -6
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00074933119123156476 -0.00051163998336266662 -0.00054116966030054502 0.00055053680843353183 -0.00050499143275130776 3.6818438460752188e-05 0.00070696591964114865 0.00065665567687503651 0.00074781334796544688 -0.0004826699874468113 -8.3527232034231498e-05 -0.00077286407181144368
leaf_weight=0.0010268867296555706 0.0010121701535419402 0.001040673418280391 0.0014212753767918985 0.0010624981123459757 0.0010424223333206364 0.0013686258079100124 0.0018578729063873233 0.0011219342460462725 0.0017326394461855822 0.0011317133422326861 0.0010080120907008372
leaf_count=612 301 472 277 360 189 464 107 148 753 100 127
internal_value=0 3.76757e-05 8.4888e-05 2.6516e-05 7.92683e-05 0.000146283 4.9082e-05 0.00019304 6.1234e-05 0.000376458 -0.000361229
internal_weight=0 0.0137998 0.0127592 0.0113379 0.0103257 0.00926322 0.00789459 0.00584416 0.00472223 0.00298959 0.00205043
internal_count=3910 3298 2826 2549 2248 1888 1424 1108 960 207 316
is_linear=0
shrinkage=0.00196078


Tree=4336
num_leaves=12
num_cat=0
split_feature=133 13 50 15 2 159 0 42 16 4 1
split_gain=6.76312e-05 9.31828e-05 6.11453e-05 8.2373e-05 0.000147955 7.07948e-05 8.17046e-05 8.95479e-05 4.57076e-05 8.68068e-05 0.000109076
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 -0.16430499999999995 0.11230000000000001 0.082325000000000023 -0.017269999999999997 -1.0000000180025095e-35 -0.25582999999999995 0.0057500000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9 10 -10
right_child=-2 2 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.00053663161293986692 -0.00050107073830401878 0.00055099001392669965 -0.00044780948732468415 -0.00042947546476493706 -0.00065598439464435634 -0.00042352072148284079 0.00064574362145082337 -0.00021840331663173108 0.00035932006418780334 0.00062495985552237789 -0.00044279681920973685
leaf_weight=0.0012447953927515977 0.0010071739434845068 0.0010159497085898373 0.0011952350346999619 0.0012411999272627242 0.0012839804472811996 0.0010307416917652934 0.0010017218907238607 0.0010087582034521946 0.0016219068277827844 0.0014989405229117528 0.0010897369343732559
leaf_count=181 545 295 550 465 287 345 175 120 537 118 292
internal_value=0 2.6013e-05 -2.70072e-05 1.95934e-05 -3.56253e-05 5.81612e-05 0.000124695 4.39047e-05 0.000156478 0.000246291 3.69708e-05
internal_weight=0 0.013233 0.0119882 0.0107929 0.00977699 0.00849301 0.00746226 0.00646054 0.00521934 0.00421058 0.00271164
internal_count=3910 3365 3184 2634 2339 2052 1707 1532 1067 947 829
is_linear=0
shrinkage=0.00196078


Tree=4337
num_leaves=12
num_cat=0
split_feature=133 40 133 42 12 51 16 52 1 49 0
split_gain=8.32746e-05 9.07553e-05 5.8079e-05 0.000114749 6.36042e-05 8.3062e-05 0.000102238 0.000136955 0.000111894 0.000141574 6.94639e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.085714999999999986 -1.0000000180025095e-35 0.095295000000000019 -0.07174999999999998 -0.19424999999999998 0.06136500000000001 0.094890000000000016 -0.0090499999999999973 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 10 8 9 -8 -7
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0005821774797847676 -0.00053583093146482427 0.00032832806031646267 -0.00064689300626609013 -0.00042829729159531626 -0.00034386357683004171 -0.00056548469059856292 0.00031999700627251878 0.00079059242432719297 0.00058780162583184597 -0.00062587418193793532 0.00014803424665639728
leaf_weight=0.0010528635442946547 0.0010827468038021358 0.0016375189138901495 0.0011744786804742053 0.0011083278257058727 0.001707837921015116 0.0010718067001750375 0.0012234409937177115 0.0015222621051959907 0.0011686546489485146 0.0012101725538811161 0.0010274331399969866
leaf_count=253 545 587 539 354 299 107 135 348 179 390 174
internal_value=0 2.87232e-05 -1.66172e-05 -6.69858e-05 8.52161e-07 7.15089e-05 0.000148193 0.000297492 8.91157e-05 -0.00015036 -0.000216266
internal_weight=0 0.0139048 0.0128519 0.0112144 0.0100399 0.0083321 0.00722377 0.00512453 0.00360227 0.00243361 0.00209924
internal_count=3910 3365 3112 2525 1986 1687 1333 1052 704 525 281
is_linear=0
shrinkage=0.00196078


Tree=4338
num_leaves=10
num_cat=0
split_feature=11 48 0 42 51 133 1 16 16
split_gain=2.24302e-05 4.18757e-05 6.65608e-05 3.74761e-05 5.5228e-05 4.98606e-05 7.37129e-05 5.89714e-05 3.98137e-05
threshold=0.079700000000000007 0.091555000000000011 -0.15007499999999999 0.086325000000000013 0.083165000000000017 0.065880000000000008 0.11198000000000001 -0.057604999999999996 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -5
right_child=-2 2 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.023121903181792431 -0.014542198206078792 -0.0042838817754929873 0.031169129585093637 0.0017101582277162894 -0.018543387196494083 0.021668645012244414 0.023483472995014774 0.0040060888248782183 -0.024698479628024274
leaf_weight=0.0013445365819703316 0.0010128695910550838 0.0010456506214846437 0.0010729279584795011 0.0010287591596063619 0.0011240889861387562 0.0014594910626490598 0.0010456528606177448 0.0019833820900505691 0.0012826210419704723
leaf_count=589 254 75 365 331 222 548 186 412 928
internal_value=0 0.000986821 0.0136709 -0.00191247 0.00175269 0.00566394 0.000323059 -0.00695409 -0.0129444
internal_weight=0 0.0113871 0.00211858 0.00926853 0.00695715 0.00583306 0.00437357 0.00332792 0.00231138
internal_count=3910 3656 440 3216 1957 1735 1187 1001 1259
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=10
num_cat=0
split_feature=47 4 1 1 15 3 3 12 2
split_gain=1.95261e-05 6.49543e-05 6.58399e-05 7.06873e-05 3.06177e-05 6.50214e-05 0.000105507 2.67317e-05 1.89613e-05
threshold=0.11926500000000002 0.25367000000000006 0.11215000000000001 0.095575000000000007 0.088190000000000004 0.084925000000000014 -0.11266 0.084100000000000022 0.09116500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7
right_child=-2 -3 -4 -5 -6 8 7 -9 -10
leaf_value=0.008717875099077569 -0.013458243396138703 0.017524751942626909 -0.024328132731153765 0.023260527478771768 0.0097002602717619433 0.017425288929217932 -0.017404307670563657 -0.039211238860411959 -0.0019194105749299585
leaf_weight=0.001231300828446471 0.0010268287448717351 0.0019547776001924673 0.0012057111261823397 0.0011874729565738611 0.0014685812981291239 0.0010074225489735689 0.001193378633833344 0.0010627098464758202 0.0010194208719842002
leaf_count=183 145 500 223 385 769 89 336 1222 58
internal_value=0 0.00094286 -0.00251426 0.000704876 -0.00313086 -0.00654811 -0.0148265 -0.0276763 0.00769568
internal_weight=0 0.0113308 0.009376 0.00817029 0.00698281 0.00551423 0.00348739 0.00225609 0.00202684
internal_count=3910 3765 3265 3042 2657 1888 1741 1558 147
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=11
num_cat=0
split_feature=42 47 403 160 16 4 4 1 3 3
split_gain=4.44193e-05 5.42866e-05 5.19906e-05 8.63273e-05 9.81124e-05 6.07116e-05 0.000156305 7.19255e-05 3.61192e-05 3.01939e-05
threshold=0.10269500000000001 0.09550500000000002 0.03138500000000001 0.069910000000000014 -0.094359999999999986 -1.0000000180025095e-35 -0.064054999999999987 0.095155000000000017 -0.028189999999999996 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -7 -1 -3
right_child=-2 9 -4 4 -6 7 -8 -9 -10 -11
leaf_value=-0.00053778014998732645 -0.00041155781210823602 0.00049784192136331036 0.00030959813553039681 -0.00021403285195117848 0.00057223760381453382 -0.00079517390438781348 0.00056126406026495775 -0.00016808780921703947 -7.7980190690772386e-05 4.7489477897069281e-05
leaf_weight=0.0013271359809504026 0.0010017867818054799 0.0012392749382429602 0.001398205576329273 0.0011124726528389944 0.0013512939983987386 0.0011915726023166012 0.0011322127483198788 0.0017158167267487621 0.0013004953536097721 0.0010635944254362428
leaf_count=866 443 262 380 116 352 333 597 323 142 96
internal_value=0 1.71402e-05 -4.25035e-05 -9.64199e-05 0.00021721 -0.000212317 -4.77812e-05 -0.000425095 -0.000310211 0.000289844
internal_weight=0 0.0128321 0.0105292 0.009131 0.00246377 0.00666723 0.00375984 0.00290739 0.00262763 0.00230287
internal_count=3910 3467 3109 2729 468 2261 1605 656 1008 358
is_linear=0
shrinkage=0.00196078


Tree=4341
num_leaves=12
num_cat=0
split_feature=41 133 40 160 50 2 4 42 1 52 3
split_gain=6.22086e-05 5.1422e-05 8.0302e-05 7.14169e-05 8.99279e-05 0.000108953 0.000109515 0.000116913 6.72465e-05 8.94057e-05 3.83504e-05
threshold=0.075585000000000013 0.10599500000000002 -0.073884999999999992 0.10150000000000002 0.086465000000000014 0.10796500000000002 0.15927500000000003 -1.0000000180025095e-35 0.085410000000000014 -0.069134999999999988 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 10 -10 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.00058884379611465589 -0.00047589449833429373 -0.00039698476275110654 -0.00043479572021861367 -0.00046632247962615316 -0.000471792336738793 -0.00028618614603371438 0.00073538266157814689 0.00027559094976414437 -0.00042181515066339265 0.00035838766805887894 0.00077649279223989981
leaf_weight=0.0010122434563893746 0.0010278425671544989 0.0010268219865485718 0.0011694913943510613 0.0010834058057781577 0.0010816684289023633 0.0019446961495620217 0.0013715715910717673 0.0013944077884885733 0.0010022624152095094 0.0012934245111370654 0.0010157208827095291
leaf_count=286 221 537 489 251 485 442 177 498 195 186 143
internal_value=0 2.46527e-05 5.96555e-05 1.24878e-05 6.29827e-05 0.000125915 0.000236502 0.00012004 0.000257929 1.77628e-05 0.00048669
internal_weight=0 0.0133957 0.0123689 0.0113566 0.0102732 0.00919157 0.00724688 0.00587531 0.00470582 0.00229569 0.00241013
internal_count=3910 3689 3152 2866 2615 2130 1688 1511 1022 381 641
is_linear=0
shrinkage=0.00196078


Tree=4342
num_leaves=9
num_cat=0
split_feature=11 48 0 42 13 12 0 1
split_gain=2.15685e-05 3.60474e-05 0.000111122 4.34498e-05 5.50714e-05 7.49641e-05 7.17911e-05 2.53186e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 -0.094679999999999986 0.084100000000000022 -0.071604999999999988 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.013101872368643569 -0.014216936272229275 -0.0083459716240070047 0.027730639298245041 0.0082400054289189038 0.0092084063466744744 -0.045348442875367184 -0.0075640782064409721 -0.010467461387202635
leaf_weight=0.0014289537594541794 0.0010142642033999739 0.0017168774249868846 0.0016983612289832211 0.001888275310777148 0.0012770242785943189 0.0010102242663491635 0.001001253595536489 0.0013404757871889662
leaf_count=409 254 115 604 293 298 1262 373 302
internal_value=0 0.00100263 0.00959454 -0.00269013 -0.00615263 -0.0120238 -0.0265405 -0.000868011
internal_weight=0 0.0113614 0.00341524 0.00794621 0.00651725 0.00462898 0.00201148 0.0026175
internal_count=3910 3656 719 2937 2528 2235 1635 600
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=9
num_cat=0
split_feature=4 43 0 43 42 48 43 1
split_gain=1.8186e-05 4.58309e-05 3.8934e-05 3.56605e-05 4.08688e-05 6.17985e-05 4.61417e-05 6.99057e-05
threshold=-0.48072499999999996 -0.24333999999999997 -0.035699999999999989 0.0033500000000000005 0.088115000000000013 0.087945000000000009 -0.0037249999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.012896461168586233 -0.018773175129284812 -0.010704205711543536 0.018333530358510236 -0.015812590510812168 0.017535157516681176 -0.016652703658825832 0.024829029098930439 -0.0054497742875239804
leaf_weight=0.0010370983979350089 0.0010678563993879271 0.0012352521882064687 0.0014249214256290494 0.0011610790369453085 0.001543157810949416 0.0017339728800101154 0.0018165604421330373 0.001314062167707511
leaf_count=208 198 1102 269 632 803 311 217 170
internal_value=0 0.000940172 0.00299815 0.000516148 0.00299671 -0.00068127 0.00566203 0.0121197
internal_weight=0 0.0112969 0.010229 0.00880408 0.00764301 0.00609985 0.00436587 0.00313062
internal_count=3910 3702 3504 3235 2603 1800 1489 387
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=10
num_cat=0
split_feature=11 48 0 51 0 4 0 3 15
split_gain=1.88037e-05 3.32306e-05 4.77456e-05 2.93613e-05 4.49082e-05 0.000106023 3.58937e-05 3.56373e-05 4.17774e-05
threshold=0.079700000000000007 0.091555000000000011 -0.15007499999999999 0.083165000000000017 -0.10071499999999999 -0.030814999999999995 -0.11756999999999999 -0.053439999999999994 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 -1 8 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.0010900864323576626 -0.013287652512978887 -0.0029272961557326952 0.027297525227709642 -0.015548699104718001 -0.014656637415235561 -0.025870914211491142 0.023264864789640599 0.020810198434409403 0.012765472649135693
leaf_weight=0.0017592807695099668 0.0010079339817840984 0.0010341676887399912 0.001056650848751838 0.0012993908678782607 0.0011852892416323627 0.0016504681531017483 0.0012476284910991017 0.0010134761536479899 0.0010457269712994064
leaf_count=316 254 75 365 359 373 996 151 120 901
internal_value=0 0.000967478 0.0123476 -0.00161845 0.000672251 -0.00523633 0.0102909 0.00526045 -0.00180328
internal_weight=0 0.0112921 0.00209082 0.00920126 0.00790187 0.00489496 0.00300691 0.00324449 0.00223102
internal_count=3910 3656 440 3216 2857 2390 467 1394 1274
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=12
num_cat=0
split_feature=133 484 133 15 42 16 4 52 51 15 4
split_gain=0.000122183 0.000136001 7.82144e-05 8.07165e-05 0.000133352 9.17236e-05 9.71464e-05 7.99412e-05 0.00011476 0.000103078 0.000101326
threshold=0.10681500000000001 -0.0043499999999999988 0.083815000000000014 0.024640000000000006 0.060615000000000009 -0.19424999999999998 0.28937500000000005 1.0000000180025095e-35 -0.095859999999999987 -0.069904999999999981 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 -7 10 -10
right_child=-2 2 -4 4 -6 7 -8 -9 9 -11 -12
leaf_value=-0.00066184215086782447 -0.00065917254956818845 -0.0006710823307547563 0.000468776029309043 -0.00064822902190046891 0.00024701432187317144 0.00066694982108728227 0.00017718874507473764 0.00061765690176893053 0.00063082119642942399 -0.0005796353222759183 -0.00014690645925352766
leaf_weight=0.0010002504067711986 0.0010487324494737301 0.0010177013660181472 0.0017923728295486498 0.001526229461721747 0.0011012943669626246 0.0011037533044522853 0.0010593729869408472 0.0015857461431188387 0.0010357274798112157 0.0010331271926003033 0.0017031395291586789
leaf_count=539 545 97 523 532 398 206 233 225 162 249 201
internal_value=0 3.47858e-05 8.85578e-05 2.75254e-05 -0.000272999 0.000120004 -0.000238438 0.000235227 0.000110848 -5.18772e-05 0.000147198
internal_weight=0 0.0139587 0.0129585 0.0111661 0.00262752 0.00853857 0.00207707 0.00646149 0.00487575 0.00377199 0.00273887
internal_count=3910 3365 2826 2303 930 1373 330 1043 818 612 363
is_linear=0
shrinkage=0.00196078


Tree=4346
num_leaves=11
num_cat=0
split_feature=133 484 484 16 52 51 42 151 1 0
split_gain=0.000103626 0.000105613 7.12802e-05 0.000133688 0.00015385 0.000126462 7.37224e-05 9.02187e-05 7.76781e-05 8.66227e-05
threshold=0.10681500000000001 -0.0043499999999999988 0.088465000000000016 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 -8 9 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.0005778240919403941 -0.00059603581332397975 -0.00053108322176390076 -0.00042205323063861132 0.00053195704462640034 0.00097079492995633121 -0.00022106211840182446 -0.00037146759334980831 -0.00038864119070231023 0.00050680086346093585 0.0002726581973213936
leaf_weight=0.0010143489823401476 0.0010892719241502339 0.0010261050129869902 0.0010077022836853513 0.0017647291931335513 0.0012446343632878049 0.0016677942461829475 0.0015774744181287249 0.0013494821336608694 0.0016936505143593521 0.0017479580649085453
leaf_count=539 545 585 310 424 91 416 218 124 255 403
internal_value=0 3.16794e-05 7.89479e-05 0.000120769 0.000380222 0.00016608 -4.33357e-05 3.52503e-05 0.000169163 -1.54545e-05
internal_weight=0 0.0140939 0.0130795 0.0120718 0.00467716 0.00343252 0.00739467 0.00636857 0.00479109 0.00309744
internal_count=3910 3365 2826 2516 931 840 1585 1000 782 527
is_linear=0
shrinkage=0.00196078


Tree=4347
num_leaves=12
num_cat=0
split_feature=133 40 42 403 160 157 49 1 1 2 12
split_gain=8.00774e-05 7.10162e-05 7.48433e-05 7.06601e-05 6.96302e-05 9.54756e-05 6.4635e-05 0.000103786 8.69069e-05 0.000102329 6.91143e-05
threshold=0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.085745000000000016 -1.0000000180025095e-35 -0.062769999999999979 -0.081419999999999979 0.11052000000000002 0.094695000000000015 0.086545000000000025 0.087020000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 9 -8 -11
right_child=-2 2 3 -5 6 -7 7 -9 -10 10 -12
leaf_value=0.0005252478956421973 -0.00054595088721425347 -0.00049478154278345167 0.00013652646284889028 0.00052974440980519983 0.0004580163262428499 -0.00066750571366227488 -0.00053193997917303328 -0.00044735881508835463 0.00059702582003125085 0.00054013139687555836 -0.00013266386783102708
leaf_weight=0.0010224578232830251 0.0010023477708094837 0.0011238701726767738 0.0010169664473665976 0.0010134631621549943 0.0013961297830789041 0.0012856328763109228 0.0010414477480175039 0.0015533921142076032 0.0011822925339714466 0.0011838083361979564 0.0011644790437715172
leaf_count=273 545 365 309 252 128 593 417 294 232 161 341
internal_value=0 2.92555e-05 -1.31416e-05 3.6805e-05 -1.40469e-05 -0.000312397 7.7288e-05 -9.48905e-06 0.000139282 -2.03733e-05 0.000206503
internal_weight=0 0.0129839 0.0119615 0.0108376 0.00982415 0.0023026 0.00752155 0.00612542 0.00457203 0.00338974 0.00234829
internal_count=3910 3365 3092 2727 2475 902 1573 1445 1151 919 502
is_linear=0
shrinkage=0.00196078


Tree=4348
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 457 160 133 12 2 2 4
split_gain=9.32658e-05 9.59739e-05 0.000155414 0.000116482 0.000118403 0.000102514 0.000132827 0.000195866 0.000122307 0.000115855 0.000196838 0.000146325
threshold=-0.0043499999999999988 0.10681500000000001 -0.080519999999999994 -0.089744999999999978 0.099550000000000013 -1.0000000180025095e-35 -0.080184999999999992 -0.090054999999999982 0.092365000000000017 0.082715000000000025 0.090815000000000021 0.15927500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 9 -9 -11 -12
right_child=1 -3 3 4 -6 6 7 8 -10 10 11 -13
leaf_value=-0.00058065435028835117 0.0008094177732520789 -0.0005307129832953461 -0.00053637908237455002 -0.00045799308816502836 -0.00053976457674900595 -0.00033080442490377642 -0.0005038285951538239 6.0918528283983536e-05 -8.1090189483337957e-06 0.0013388173682206037 2.1931163464864083e-06 0.00096230166689254351
leaf_weight=0.0010396425210184119 0.0010146719730323795 0.0011016469624375034 0.0013332984018428048 0.0010011042811285389 0.0010901747592473058 0.0015163013575697345 0.0010137308383271013 0.0012684646014056947 0.0018915186921298205 0.0013766048991961603 0.0014198104150869757 0.0010703924984736737
leaf_count=612 228 472 334 171 114 462 339 217 322 270 217 152
internal_value=0 2.65147e-05 7.03747e-05 1.26085e-05 7.54483e-05 0.000138973 0.000201507 0.000301891 0.00041813 0.00057513 0.000743812 0.000414888
internal_weight=0 0.0150977 0.0139961 0.0129814 0.0116481 0.0105579 0.00955682 0.00804052 0.00702679 0.00513527 0.00386681 0.0024902
internal_count=3910 3298 2826 2598 2264 2150 1979 1517 1178 856 639 369
is_linear=0
shrinkage=0.00196078


Tree=4349
num_leaves=10
num_cat=0
split_feature=150 151 151 1 4 1 4 16 43
split_gain=2.07793e-05 7.30826e-05 6.95736e-05 4.25088e-05 6.33737e-05 3.95517e-05 4.33951e-05 4.71782e-05 6.81941e-05
threshold=0.082085000000000019 -0.03268999999999999 -0.051109999999999996 0.10752500000000002 0.24280000000000004 0.092550000000000007 0.044585000000000007 0.18936500000000003 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 6 7 8 -3
right_child=2 3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.027644787442952852 0.027037744015177813 -0.02798145546959227 -0.0076464308592834379 -0.0023609494193639552 0.028880310653155657 -0.020940343182332729 0.018172719352149102 0.012118080364614425 0.0019068465548552583
leaf_weight=0.0010135545259675376 0.0010708012017263068 0.0013522289484460223 0.0012575268787376882 0.0014776823405152025 0.0011582638625508347 0.001103555789843157 0.0010413704085797341 0.0012173844726541946 0.0017530534620104495
leaf_count=317 321 1105 192 238 302 361 302 205 567
internal_value=0 -0.00217292 0.00830487 0.000663018 0.0113668 -0.00369944 -0.000152429 -0.00456713 -0.0111083
internal_weight=0 0.0101171 0.00232833 0.00910354 0.00263595 0.00646759 0.00536404 0.00432267 0.00310528
internal_count=3910 3397 513 3080 540 2540 2179 1877 1672
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 51 12 13
split_gain=2.07034e-05 4.27235e-05 4.23164e-05 3.51582e-05 4.85066e-05 6.72954e-05 2.83813e-05 2.36936e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.30307999999999996 -0.055679999999999993 -0.088439999999999977 0.088285000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -3 -1
right_child=2 6 -4 4 5 -7 -8 -9
leaf_value=-0.0056962964277672366 -0.017034565502583612 -0.024541949784188152 0.016962828543645919 0.014565339425415214 0.010895011631282078 -0.022419515275722821 -0.0035830317281388573 0.013453624535142681
leaf_weight=0.0012676025646667136 0.0010966301508263179 0.0012989371570935654 0.0017186569476681495 0.0019857281364592124 0.001161049399793221 0.0012691264690555802 0.0012855018664505483 0.0013177563662039294
leaf_count=425 250 746 349 445 252 414 829 200
internal_value=0 -0.00502466 0.00326252 -0.00100886 0.00297091 -0.00650305 -0.014117 0.00406441
internal_weight=0 0.0051698 0.00723119 0.00551253 0.0044159 0.00243018 0.00258444 0.00258536
internal_count=3910 2200 1710 1361 1111 666 1575 625
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=10
num_cat=0
split_feature=4 43 160 43 3 12 3 160 47
split_gain=1.79364e-05 4.08803e-05 3.53872e-05 6.21686e-05 6.4738e-05 5.84628e-05 8.65856e-05 3.4105e-05 3.92976e-05
threshold=-0.48072499999999996 -0.24333999999999997 0.099550000000000013 -0.074254999999999988 -0.078669999999999976 0.089995000000000006 -0.015064999999999997 -0.025614999999999995 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 -9
right_child=1 2 -4 5 -6 -7 7 8 -10
leaf_value=-0.012754976552361888 -0.017634326637458116 0.0050171674973657626 -0.014432148181604598 0.024905941727192578 0.037650697883856998 -0.018706133035989531 0.010332500908727208 -0.020106249792358009 0.0048648612529246706
leaf_weight=0.0010381487364403254 0.0010687811328831598 0.0014942685762117909 0.0010549594822914276 0.0015036186605208047 0.0010248133970322667 0.0013528252818621441 0.001227922659678235 0.001539113012719937 0.001067202365794051
leaf_count=208 198 780 294 737 372 793 159 287 82
internal_value=0 0.000978143 0.00291611 0.00490331 0.0182931 -0.000138039 0.00456785 -0.00340784 -0.00988138
internal_weight=0 0.0113335 0.0102647 0.00920976 0.00251908 0.00669068 0.00533786 0.00383424 0.00260632
internal_count=3910 3702 3504 3210 1152 2058 1265 528 369
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=12
num_cat=0
split_feature=133 40 50 160 52 48 1 2 133 13 0
split_gain=9.08367e-05 8.54304e-05 9.55207e-05 7.92381e-05 6.40141e-05 6.19163e-05 7.12534e-05 5.57821e-05 8.37008e-05 0.000118437 8.4246e-05
threshold=0.10681500000000001 -0.079289999999999985 0.086465000000000014 0.099550000000000013 -0.27466499999999994 0.093845000000000012 0.11198000000000001 0.10571000000000001 -0.0056849999999999991 -0.070604999999999987 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -6 -10 -11
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=0.00058225210202997616 -0.00057202747417271261 -0.00036864378557634848 -0.00055299753707568964 -0.0004473417517435155 -0.00028850926149868777 -0.00025326363551623072 0.00062905482052177139 -0.0002945613731422745 0.00077444750948907663 0.00035646351223775412 -0.0003250560396702307
leaf_weight=0.0010094311901779262 0.0010245047581822408 0.0010134673346906082 0.0011354003000446167 0.0011358764844754945 0.0010543509957160382 0.0012566283070575912 0.0013304406441378702 0.0010016405497511038 0.0015011933442692412 0.0018421696346343497 0.0011221372968604586
leaf_count=259 545 310 554 226 592 207 281 183 413 110 230
internal_value=0 3.37295e-05 -1.09475e-05 4.37202e-05 9.88263e-05 0.00015084 0.000215513 0.000131146 0.000208396 0.00032572 9.84745e-05
internal_weight=0 0.0134027 0.0123933 0.0112579 0.010122 0.00910856 0.00785193 0.00652149 0.00551985 0.0044655 0.00296431
internal_count=3910 3365 3106 2552 2326 2016 1809 1528 1345 753 340
is_linear=0
shrinkage=0.00196078


Tree=4353
num_leaves=13
num_cat=0
split_feature=133 40 50 160 42 2 2 1 49 4 13 16
split_gain=7.24545e-05 8.58944e-05 7.81784e-05 5.89418e-05 7.01858e-05 9.02503e-05 9.60125e-05 9.35044e-05 7.56475e-05 0.000106972 0.00011299 6.60086e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.10150000000000002 -0.089744999999999978 0.10796500000000002 0.099015000000000006 0.11198000000000001 -0.047894999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -7 -6 10 -10 -11
right_child=-2 2 -4 -5 5 7 -8 -9 9 11 -12 -13
leaf_value=0.00056126783289660754 -0.00051587323432964957 -0.00038624381934308116 -0.00050721858462541441 -0.00040648011864787242 0.00058299857708942208 -0.0006144856531721738 0.00079957248916972753 0.00018733860309278172 -0.00010547038174477394 -0.00063701606974189088 0.00072375260262912242 4.1327365665171515e-05
leaf_weight=0.0010503302319854859 0.0010336513009767236 0.0011399160358165862 0.0011607463168108413 0.0010913515780099385 0.0012078336075413204 0.0011167678249335569 0.0010073554780871477 0.0011198613184209688 0.0012643384741705902 0.0010528424909285366 0.00126272863229383 0.0011582610184471547
leaf_count=253 545 274 555 215 175 243 194 222 735 193 142 164
internal_value=0 2.25775e-05 -2.23917e-05 2.68814e-05 7.26659e-05 0.000129589 0.000239792 -0.000213019 0.000144956 3.3292e-05 0.000308877 -0.000281674
internal_weight=0 0.0136323 0.012582 0.0114213 0.0103299 0.00918999 0.00695336 0.00223663 0.005946 0.00473817 0.00252707 0.0022111
internal_count=3910 3365 3112 2557 2342 2068 1603 465 1409 1234 877 357
is_linear=0
shrinkage=0.00196078


Tree=4354
num_leaves=12
num_cat=0
split_feature=133 40 50 160 42 2 1 2 15 42 4
split_gain=8.36332e-05 9.2085e-05 7.75566e-05 5.95698e-05 6.29342e-05 8.39431e-05 9.25005e-05 8.67252e-05 9.52695e-05 7.87662e-05 5.90202e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.099550000000000013 -0.089744999999999978 0.10796500000000002 0.11198000000000001 0.089710000000000012 -0.064869999999999983 0.08110500000000001 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 -6 -10 -9
right_child=-2 2 -4 -5 5 6 -8 10 9 -11 -12
leaf_value=0.00059129873169588246 -0.00055297779119962726 -0.00036405443919117268 -0.00050954587937477702 -0.00039825055788595906 -0.00031412019040153816 -0.00059669335136543959 0.00020401769333055488 0.00017824574776566498 -6.3776332932643593e-05 0.00064380735043240676 0.00075618019668223459
leaf_weight=0.0010276198252625194 0.0010282155590980819 0.0011068635349947868 0.0011286329364988386 0.0011258253831544487 0.0016080385503711211 0.0011190272585332903 0.0010999059898702454 0.0011957526845569654 0.0011715860814871639 0.0012503536967834539 0.0015731459675530808
leaf_count=253 545 272 555 226 356 243 221 300 306 439 194
internal_value=0 2.72829e-05 -1.95374e-05 2.96195e-05 7.71971e-05 0.000131357 -0.000199788 0.000239432 5.58688e-05 0.000301522 0.000506598
internal_weight=0 0.0134068 0.0123791 0.0112505 0.0101247 0.00901781 0.00221893 0.00679888 0.00402998 0.00242194 0.0027689
internal_count=3910 3365 3112 2557 2331 2059 464 1595 1101 745 494
is_linear=0
shrinkage=0.00196078


Tree=4355
num_leaves=10
num_cat=0
split_feature=50 4 12 156 3 16 52 15 15
split_gain=1.87119e-05 4.20725e-05 5.46666e-05 6.40822e-05 7.96895e-05 9.46952e-05 0.000101802 7.06013e-05 9.33949e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.082150000000000015 0.097615000000000021 0.22945500000000005 0.090300000000000005 0.085120000000000015 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.022895171126917437 -0.012697855748435863 0.018363927128813393 0.011683515956624495 -0.022269060099022658 0.022895584277166328 0.026729630454891636 -0.033728884246094361 0.022117622557203429 -0.023605246404296305
leaf_weight=0.0010345232101843108 0.0010896389486723468 0.0012453409035897414 0.0013965935222464815 0.0010182289985879523 0.0018002637086337453 0.0010300019799718485 0.0010838876881250157 0.0011217419023718169 0.0016198545740683918
leaf_count=270 689 396 211 452 115 277 547 405 548
internal_value=0 0.00102114 -0.00111616 0.00136779 0.0043567 -0.000981502 -0.00644724 0.00069845 -0.00726681
internal_weight=0 0.0113504 0.0101051 0.00907057 0.00805234 0.00625208 0.00522208 0.00413819 0.00301645
internal_count=3910 3221 2825 2555 2103 1988 1711 1164 759
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=12
num_cat=0
split_feature=133 40 42 484 160 2 1 2 13 43 13
split_gain=8.88795e-05 8.74483e-05 8.76582e-05 8.47147e-05 6.74427e-05 6.98689e-05 0.000179919 9.84726e-05 8.23205e-05 6.35236e-05 0.000200017
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 -1.0000000180025095e-35 0.099550000000000013 0.10796500000000002 0.11198000000000001 0.088485000000000022 -0.0038299999999999996 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 9 -9 -5 -11
right_child=-2 2 3 4 -6 6 -8 8 -10 10 -12
leaf_value=0.00057030193726554474 -0.00055698141925278268 -0.0005037011099926406 -0.00050397053427452107 0.00038449147441508549 -0.0003785413823569963 -0.00071118906958299235 0.00035118592449510792 0.00078514203928816968 0.00014197406331560464 -0.00082738243402168501 0.00027108026840168866
leaf_weight=0.0010740427723174078 0.0010569476798857639 0.0012582745865806723 0.0010037629794210955 0.0013813827343083862 0.0010575889457808988 0.001144490015823216 0.0013194837447811096 0.0017477412103696893 0.0013608210606325267 0.0010052846449066092 0.0017411461541118761
leaf_count=253 545 367 507 348 114 241 241 339 235 563 157
internal_value=0 3.25495e-05 -1.18107e-05 4.0812e-05 9.16426e-05 0.000142905 -0.000142276 0.000240009 0.000503585 4.15148e-05 -0.000130993
internal_weight=0 0.014094 0.01302 0.0117617 0.0107579 0.00970035 0.00246397 0.00723638 0.00310856 0.00412781 0.00274643
internal_count=3910 3365 3112 2745 2238 2124 482 1642 574 1068 720
is_linear=0
shrinkage=0.00196078


Tree=4357
num_leaves=9
num_cat=0
split_feature=47 4 4 4 0 52 1 12
split_gain=1.91947e-05 5.2395e-05 5.38281e-05 4.7849e-05 3.86656e-05 7.03632e-05 7.41505e-05 3.103e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.0057500000000000008 -0.18087499999999998 -0.013104999999999999 0.078675000000000009 0.089995000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.01999980610589059 -0.01322297633881067 0.01586396171570521 -0.02049952171402249 0.016903237388752625 0.015862551070510666 0.013588935096114566 -0.028746949931344787 -0.009379626152082687
leaf_weight=0.0010801867524475334 0.0010327003817910416 0.0019661942428336439 0.0013582538553014662 0.0015354350709936996 0.0019619623458044634 0.0012002285977159087 0.0011391697362020795 0.0011534454402747901
leaf_count=84 145 500 308 219 989 678 532 455
internal_value=0 0.00101479 -0.00208176 0.00101795 -0.00271439 0.000708552 -0.00780359 0.00233292
internal_weight=0 0.0113949 0.00942868 0.00807043 0.00653499 0.00545481 0.00349284 0.00235367
internal_count=3910 3765 3265 2957 2738 2654 1665 1133
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=9
num_cat=0
split_feature=1 0 15 15 1 12 4 1
split_gain=1.88261e-05 5.49922e-05 4.05331e-05 3.3535e-05 7.11272e-05 3.7352e-05 4.73887e-05 9.31597e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.079360000000000014 0.086720000000000005 -1.0000000180025095e-35 0.0057500000000000008 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8
right_child=3 2 -4 -5 5 6 7 -9
leaf_value=-0.023616882096395741 0.02978204627989461 -0.0074177725527538978 0.015846783531818391 -0.014187542543100621 0.016340814130234603 -0.018702841962874871 0.020424843791929437 -0.012915338202216972
leaf_weight=0.001204660841663931 0.00100750860499795 0.0019577087795902945 0.0012128544877100509 0.0010226088007088885 0.0012626245013376038 0.0013687022397709152 0.0016390378652029558 0.0017150551818700917
leaf_count=630 156 579 799 496 429 419 158 244
internal_value=0 -0.00542883 0.00148176 0.00272691 0.00520039 0.00106263 -0.00302195 0.00337694
internal_weight=0 0.00437522 0.00317056 0.00801554 0.00699293 0.00598542 0.0047228 0.00335409
internal_count=3910 2008 1378 1902 1406 1250 821 402
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=11
num_cat=0
split_feature=133 40 42 47 52 2 4 2 4 160
split_gain=6.64211e-05 9.14773e-05 6.38422e-05 8.87709e-05 7.61107e-05 6.47495e-05 8.9611e-05 6.00925e-05 0.000202527 7.75068e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.10887000000000001 -0.092854999999999979 0.11230000000000001 0.15927500000000003 0.086650000000000019 -0.0010999999999999996 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 -9
right_child=-2 2 3 -5 5 -7 -8 9 -10 -11
leaf_value=0.00058295260392403304 -0.00049445163029374019 -0.00045866250904902611 -0.00033488065937008557 -0.00053168115683647859 0.00034581846708969024 -0.0001765249946762792 0.00070894806107481756 8.4276930133029846e-05 -0.00076723988910959787 0.00074096218704896937
leaf_weight=0.00103742434449607 0.001023985825503144 0.0011718525662365109 0.0014779053304929081 0.0010126589525815922 0.0016171160294728092 0.0018805552089012053 0.0012501600843857581 0.0019397487216385825 0.0010280685344402508 0.0010733945190494806
leaf_count=253 545 367 544 184 667 306 205 609 146 84
internal_value=0 2.35422e-05 -2.30664e-05 2.21882e-05 7.68179e-05 0.000146046 0.000233853 0.000128885 -8.6779e-05 0.000318213
internal_weight=0 0.0134889 0.0124515 0.0112796 0.0102669 0.00878904 0.00690849 0.00565833 0.00264518 0.00301314
internal_count=3910 3365 3112 2745 2561 2017 1711 1506 813 693
is_linear=0
shrinkage=0.00196078


Tree=4360
num_leaves=13
num_cat=0
split_feature=133 40 42 484 15 1 15 160 4 2 2 16
split_gain=7.96355e-05 8.37378e-05 7.4454e-05 7.98192e-05 0.000100732 8.23085e-05 0.000172212 8.22247e-05 8.57675e-05 0.000133821 5.65143e-05 9.56393e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 -0.095799999999999982 0.092550000000000007 -0.15202999999999997 0.090735000000000024 0.074650000000000008 0.081110000000000015 0.10796500000000002 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -6 11 -11
right_child=-2 2 3 -5 7 6 -8 -9 -10 10 -12 -13
leaf_value=0.00056314549779350426 -0.00052815724693512373 -0.00048068039916213134 0.00022065910772487999 -0.00048427135834100507 -0.00040849745311769356 0.00011120055973543978 -0.0010084414323063146 -0.000283912420355812 0.00076655638055673201 0.00011392704986405387 -2.9239266549601011e-05 0.0008482887633691306
leaf_weight=0.0010464431558806072 0.0010584112639657048 0.0011907101022787482 0.0011590536937263092 0.0010379250720439501 0.0011184407606526867 0.0010937814685885198 0.0010213375436246702 0.0010773909156166078 0.001229061231564803 0.0012625692955300341 0.0010240835414819169 0.0014823470291194676
leaf_count=253 545 367 231 298 411 215 77 204 153 601 244 311
internal_value=0 3.0013e-05 -1.3927e-05 3.43755e-05 8.58001e-05 -0.00019931 -0.000429446 0.000215563 0.000303543 0.000187107 0.000363851 0.000510507
internal_weight=0 0.0137431 0.0126967 0.011506 0.0104681 0.00327417 0.00211512 0.00719389 0.0061165 0.00488744 0.003769 0.00274492
internal_count=3910 3365 3112 2745 2447 523 292 1924 1720 1567 1156 912
is_linear=0
shrinkage=0.00196078


Tree=4361
num_leaves=12
num_cat=0
split_feature=484 133 40 160 2 1 42 2 13 0 13
split_gain=0.000100313 7.93113e-05 9.15571e-05 9.05183e-05 0.000105308 0.000180629 0.000117477 9.36747e-05 7.1984e-05 5.66069e-05 8.27775e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 0.10796500000000002 0.11198000000000001 -0.089744999999999978 0.088485000000000022 -0.0038299999999999996 -0.10783 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 9 -9 -8 -11
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.00060363564894193832 0.00063743307923691019 -0.00048462779738269975 -0.0004105544347689037 -0.00051840743093321644 -0.00078323631759186013 0.00023662457189122863 0.00042433032381417366 0.00077535088547184532 0.00018764104861899091 -0.00036195062362210815 0.00029319368485382537
leaf_weight=0.0010282788250531956 0.0010143425209008473 0.0010660054962455734 0.0011219847203636935 0.001077270692314415 0.0013112588058821395 0.0013603457712541127 0.0012770367008701536 0.0018430330678971649 0.0014175130023966445 0.0016560609374130534 0.001342612300073888
leaf_count=612 243 472 265 135 280 250 108 344 235 823 143
internal_value=0 3.01519e-05 7.10385e-05 2.47329e-05 7.63761e-05 -0.000263937 0.000181384 0.00026951 0.000519846 7.86112e-05 -6.86193e-05
internal_weight=0 0.0144875 0.0134215 0.0124071 0.0113298 0.0026716 0.00865824 0.00753626 0.00326055 0.00427571 0.00299867
internal_count=3910 3298 2826 2583 2448 530 1918 1653 579 1074 966
is_linear=0
shrinkage=0.00196078


Tree=4362
num_leaves=11
num_cat=0
split_feature=42 43 3 42 15 2 4 49 0 1
split_gain=1.88814e-05 3.80233e-05 8.28236e-05 5.76475e-05 4.76602e-05 3.37185e-05 4.91375e-05 4.88773e-05 4.3562e-05 2.20195e-05
threshold=-1.0000000180025095e-35 -0.053009999999999995 -0.076734999999999984 0.08221500000000001 -1.0000000180025095e-35 0.093070000000000014 0.0057500000000000008 -1.0000000180025095e-35 -0.073729999999999976 0.090040000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 -2 6 -3 -7 -9 -1
right_child=1 3 -4 -5 -6 7 -8 8 -10 -11
leaf_value=-0.019027321196793189 -0.015616849667132516 -0.00096723625542778223 0.034286904537355375 -0.023303954151614362 0.014288343885516331 -0.023626647983751616 0.026623856223909337 0.014299829828933306 -0.012692409133139496 0.0016922540478197944
leaf_weight=0.0010521167843313547 0.0010497100602402641 0.001668982103255949 0.001013592017886881 0.0011171880327667224 0.0010824757415889596 0.0010143823232435243 0.0010525286447459136 0.0013684975754866115 0.0010618096997594372 0.0010008265709294077
leaf_count=860 661 199 483 747 159 151 115 155 180 200
internal_value=0 0.00156538 0.010753 -0.00240285 -0.000434474 0.00138399 0.00970346 -0.00518888 0.00250683 -0.00892636
internal_weight=0 0.0104292 0.00314578 0.00728339 0.00213219 0.0061662 0.00272151 0.00344469 0.00243031 0.00205294
internal_count=3910 2850 1303 1547 820 800 314 486 335 1060
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=11
num_cat=0
split_feature=14 49 2 4 48 1 12 1 2 13
split_gain=2.08375e-05 3.66596e-05 4.23006e-05 5.64212e-05 5.69637e-05 5.08832e-05 7.19652e-05 5.95545e-05 2.04816e-05 1.77638e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 -0.08422499999999998 0.087945000000000009 0.092550000000000007 0.090385000000000007 0.085835000000000009 0.095195000000000016 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 7 -7 9 -2 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.013970313960864421 -0.0082521792389462414 0.018468547273990259 0.012844192900826133 0.011345996387285957 -0.020675894196316061 -0.025916703847610596 0.011161746589212505 0.030381649484524733 -0.028282014481845905 -0.0070699197533231955
leaf_weight=0.0010021514529534427 0.0010218777359615582 0.0010948519189777932 0.0018687684260164728 0.0010894917421896172 0.0010344914292536971 0.0010400822340285967 0.0010538286860070755 0.001205612107708913 0.001020186108593074 0.0010087403274527101
leaf_count=196 516 565 456 745 258 210 310 291 144 219
internal_value=0 0.00106782 -0.000774106 -0.00377724 0.000820269 0.00494005 -0.00725577 0.0126695 -0.0182588 0.00249241
internal_weight=0 0.0114379 0.0103431 0.00847431 0.00643225 0.00539776 0.00209391 0.00330384 0.00204206 0.00209823
internal_count=3910 3714 3149 2693 2033 1775 520 1255 660 964
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=14
num_cat=0
split_feature=484 133 40 42 484 43 2 16 2 52 15 49 0
split_gain=0.000144503 0.000124683 9.35064e-05 0.000101124 8.29563e-05 9.68815e-05 0.000111567 0.000207372 0.00010261 8.26372e-05 0.000121899 0.000119866 0.000119134
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.088645000000000015 -0.15109999999999998 0.10796500000000002 -0.16268499999999997 0.098195000000000018 0.084240000000000023 -0.064869999999999983 -0.047894999999999993 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 9 10 11 -7 -12
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=-0.00070098355142253022 0.00064511289922627221 -0.00059395902558878914 -0.00046980565036389756 0.00073172373100760188 -0.00043329620763412453 0.00039718157636751798 -0.00088842412465862627 0.00026557203167425013 0.00078546395343707086 -0.00034975680431251671 0.001050034890666405 -0.00049443193532779301 0.00017562932656012089
leaf_weight=0.001092132050278651 0.0010707633801241316 0.0011117622548209609 0.0013302982492893389 0.0010063986114291898 0.0010167265513010186 0.0010617180830685413 0.0011221132208271845 0.0012834637224041431 0.0010386126936883233 0.0011693014768417434 0.0010163513364008538 0.001276881401138442 0.0014590584807796405
leaf_count=612 243 472 334 85 265 62 134 292 185 485 68 224 449
internal_value=0 3.78178e-05 8.85254e-05 4.18955e-05 0.000101343 0.000153441 9.17086e-05 -0.000272725 0.000216557 0.000117803 0.000231371 -8.96417e-05 0.000534642
internal_weight=0 0.0149634 0.0138517 0.0127809 0.0114506 0.0104339 0.0094275 0.00240558 0.00702192 0.00598331 0.00481401 0.0023386 0.00247541
internal_count=3910 3298 2826 2583 2249 1984 1899 426 1473 1288 803 286 517
is_linear=0
shrinkage=0.00196078


Tree=4365
num_leaves=12
num_cat=0
split_feature=133 0 48 50 4 12 3 2 2 15 42
split_gain=6.95794e-05 8.50236e-05 7.16842e-05 0.000117882 0.000128767 7.68603e-05 9.72413e-05 5.74316e-05 8.18491e-05 6.91166e-05 9.54312e-05
threshold=0.10681500000000001 0.14676000000000003 0.11930500000000001 0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.10420500000000001 0.097575000000000009 0.089710000000000012 -0.089964999999999976 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7 -11
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00048171513479986871 -0.0005105605015066246 0.00056986955452312585 -0.00051910495908078337 -0.00061100826540717347 0.00071732842503900046 -0.0003812363999032523 0.00058968665449941221 -0.00042717227244182493 0.00047744388101545458 -0.0001843768769671486 0.00054684195845678058
leaf_weight=0.0010798331611588793 0.0010117514437808757 0.0010096007412130842 0.0010227181189954868 0.0010266559937587771 0.0011077521045354125 0.0016776011026606238 0.0012031524341950123 0.0010906937745850092 0.001395737157069179 0.0016411072313926647 0.0011793263472546127
leaf_count=248 545 74 135 531 328 218 113 396 303 590 429
internal_value=0 2.26521e-05 -2.18139e-05 2.27919e-05 8.55082e-05 9.98584e-06 7.48344e-05 -1.38547e-05 6.26333e-05 -6.60821e-05 0.000121372
internal_weight=0 0.0134342 0.0124246 0.0114019 0.0103752 0.00926745 0.00818762 0.00698447 0.00589377 0.00449803 0.00282043
internal_count=3910 3365 3291 3156 2625 2297 2049 1936 1540 1237 1019
is_linear=0
shrinkage=0.00196078


Tree=4366
num_leaves=13
num_cat=0
split_feature=48 48 158 50 49 160 160 2 2 133 16 0
split_gain=0.000103107 0.00014629 9.71364e-05 0.000133858 0.000112535 0.000123706 0.000108721 9.61608e-05 0.000228236 9.22343e-05 0.00013623 0.000124897
threshold=0.12738500000000003 0.096835000000000018 0.084710000000000021 0.088425000000000017 -0.085974999999999982 -0.081069999999999989 0.069910000000000014 0.11260500000000001 0.10066500000000002 -0.0056849999999999991 -0.078844999999999985 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 -7 -11 -12
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 11 -13
leaf_value=-0.00047192096096702597 -0.0006051436204664079 0.00064528139083593885 -0.00060630055172446846 -0.00065351895769926458 0.00061265590197729909 -0.00049172094055557761 0.00049872005260507115 0.00049511299914506868 -0.00099645888840507952 0.00066912623647405944 -0.00051886675017852866 0.00030706150046832641
leaf_weight=0.0012731512404683476 0.0010308991870196923 0.0013771053425818943 0.0010224650266616392 0.0010406903567011455 0.0018064747527262873 0.0010776179883303537 0.0016881780174031764 0.0010514431229444654 0.0010155172352373232 0.0013309805232044067 0.0013620110235784263 0.0014568799068361213
leaf_count=165 127 252 413 594 368 494 217 319 181 304 366 110
internal_value=0 3.52495e-05 -2.42234e-05 2.1198e-05 7.94103e-05 0.000144469 5.03134e-05 -5.34628e-05 -0.000145854 1.93891e-05 0.000152112 -9.20044e-05
internal_weight=0 0.0155025 0.0141254 0.0131029 0.0120623 0.0107891 0.00898263 0.00729445 0.00624301 0.00522749 0.00414987 0.00281889
internal_count=3910 3783 3531 3118 2524 2359 1991 1774 1455 1274 780 476
is_linear=0
shrinkage=0.00196078


Tree=4367
num_leaves=11
num_cat=0
split_feature=133 0 50 16 47 1 0 12 52 1
split_gain=6.59493e-05 8.93734e-05 6.07576e-05 6.07525e-05 8.88044e-05 7.61648e-05 8.58114e-05 7.02816e-05 6.40957e-05 0.000107799
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.31524000000000002 0.087945000000000009 0.11235500000000002 -0.071924999999999989 0.086935000000000012 0.0033900000000000002 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00038377155619275151 -0.00049410213932314943 0.00058625642422388709 -0.00043728332402754276 -0.00037775836098237681 -0.00029172195677819546 0.00063164473337469398 0.00053486231628907934 -0.00040596313947339503 0.00051666460002610444 -0.00038807110050627922
leaf_weight=0.0012546509958759823 0.0010074618055332758 0.001012139185383878 0.0012090844136918464 0.0012696119805817091 0.0019870625802376404 0.0011796004525202316 0.0013338931607480425 0.0013590327054864458 0.0010852273391502277 0.0015615599901704566
leaf_count=300 545 74 564 350 259 343 249 690 336 200
internal_value=0 2.62911e-05 -2.00141e-05 2.57234e-05 7.82041e-05 0.000172759 9.06734e-05 -2.19592e-05 0.000111805 -4.42072e-05
internal_weight=0 0.0132519 0.0122397 0.0110306 0.00976103 0.00777396 0.00659436 0.00526047 0.00390144 0.00281621
internal_count=3910 3365 3291 2727 2377 2118 1775 1526 836 500
is_linear=0
shrinkage=0.00196078


Tree=4368
num_leaves=11
num_cat=0
split_feature=484 133 13 0 15 16 15 52 0 47
split_gain=8.86369e-05 8.91259e-05 8.09189e-05 0.000112652 6.2575e-05 9.51173e-05 8.9338e-05 9.95864e-05 6.18436e-05 7.46053e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.094679999999999986 -0.087104999999999988 -0.106555 -0.19424999999999998 0.085285000000000014 0.0033900000000000002 -0.11077499999999998 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 -7 -10
right_child=1 -3 4 -5 5 6 -8 -9 9 -11
leaf_value=-0.00057888056298824526 7.4076554429615147e-05 -0.00053090735891160828 0.00033354687558336178 0.00089015354093151169 -0.00053773290575947867 0.00026977651735930248 -0.00052258367342385137 0.00053035958315273562 -0.00051206800709497659 0.00014518065602374419
leaf_weight=0.0010001284845065775 0.0018468593358196292 0.0010240380886145884 0.0016629467343702046 0.0010038042406472839 0.0014583263924729363 0.0015053994160963806 0.0010139797550184886 0.0015672333521178361 0.0015264128026681008 0.0011752446469774358
leaf_count=612 300 472 362 118 148 112 616 405 666 99
internal_value=0 2.56514e-05 7.03166e-05 0.000361442 -1.34309e-05 -8.33999e-05 1.42047e-05 0.000108466 -4.86998e-05 -0.000226159
internal_weight=0 0.0137842 0.0127602 0.00285066 0.00990954 0.0082466 0.00678827 0.00577429 0.00420706 0.00270166
internal_count=3910 3298 2826 418 2408 2046 1898 1282 877 765
is_linear=0
shrinkage=0.00196078


Tree=4369
num_leaves=9
num_cat=0
split_feature=52 160 49 15 51 12 16 2
split_gain=1.81546e-05 4.8647e-05 5.60067e-05 2.99053e-05 5.19579e-05 7.57656e-05 9.39352e-05 7.14145e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.047894999999999993 -0.11739999999999999 0.013805000000000001 0.086865000000000012 -0.057604999999999996 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -7
right_child=3 2 -4 4 -6 7 -8 -9
leaf_value=0.024324845070315293 -0.015158028082931742 0.013539745299035103 -0.013152050400290927 -0.039898198073941044 0.020121109951880559 0.018192735027510322 -0.00090286009917935344 -0.012654107462055923
leaf_weight=0.0010107314002414007 0.0015970625898132371 0.001455668291556365 0.0017090718309652503 0.0010298183621870755 0.0010842828908675835 0.0019884455063352807 0.0015437597173691055 0.0012055507744147937
leaf_count=244 467 230 716 415 345 880 319 294
internal_value=0 0.00522515 -0.00087477 -0.00283503 3.72705e-05 -0.00373842 -0.0165069 0.00654982
internal_weight=0 0.00417547 0.00316474 0.00844892 0.00685186 0.00576757 0.00257358 0.003194
internal_count=3910 1190 946 2720 2253 1908 734 1174
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=10
num_cat=0
split_feature=13 39 4 3 52 47 2 4 52
split_gain=2.06058e-05 4.31641e-05 6.11208e-05 0.000120192 8.57618e-05 8.16417e-05 4.05072e-05 9.59852e-05 3.28649e-05
threshold=-0.45122499999999993 0.085060000000000011 -0.034289999999999994 -0.083144999999999983 -0.081429999999999989 0.09252500000000001 0.11230000000000001 0.0057500000000000008 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 6 7 -6 -2
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=0.013575400810598435 -0.010375840764065182 0.017489083760542784 0.024887370835613282 -0.034017385953210438 -0.013935486929544045 -0.024605314565016245 -0.012485622651937716 0.024262887709062965 0.013863069200462456
leaf_weight=0.0010057484931105193 0.0011215764919269753 0.0011008810365218486 0.0013604973513576613 0.001625302993711053 0.0010375977301731374 0.0013383498789044292 0.0010788065681779906 0.0017973275681144459 0.0011159510124353973
leaf_count=112 601 390 433 850 464 226 206 340 288
internal_value=0 -0.00134706 -0.00332658 -0.0133206 0.00251158 -0.00328463 0.00400624 0.0102821 0.00171314
internal_weight=0 0.0115763 0.0104754 0.00386283 0.00661258 0.00525208 0.00391373 0.00283493 0.00223753
internal_count=3910 3798 3408 1739 1669 1236 1010 804 889
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=10
num_cat=0
split_feature=42 51 42 43 1 43 2 0 1
split_gain=1.79108e-05 3.45342e-05 4.88368e-05 6.08442e-05 4.01104e-05 6.44209e-05 6.20456e-05 3.39261e-05 1.99606e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.077544999999999989 0.10498500000000001 0.070805000000000021 0.085005000000000011 -0.16443499999999997 0.090040000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 6 -5 -6 -1
right_child=1 2 -4 4 7 -7 -8 -9 -10
leaf_value=-0.018229382824681725 -0.013069850839781481 0.025032815503383529 -0.012421931490573752 0.0071297937705029485 0.00095284605117394023 0.016989384660882421 -0.023318389377738571 0.026549601205542679 0.0013965189826410937
leaf_weight=0.0010594831717086564 0.001400465549334119 0.0015153247111422971 0.0015394136646647329 0.0010992847134165921 0.0010264950625964442 0.0011162574553647969 0.0017107795125169377 0.0010448763354379874 0.0010143780378621494
leaf_count=860 521 634 710 280 93 67 291 254 200
internal_value=0 0.00154361 0.0038044 0.00712917 0.00260579 -0.00333402 -0.0114072 0.0138648 -0.00862986
internal_weight=0 0.0104529 0.00905243 0.00751302 0.00599769 0.00392632 0.00281006 0.00207137 0.00207386
internal_count=3910 2850 2329 1619 985 638 571 347 1060
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=12
num_cat=0
split_feature=133 13 50 15 2 159 0 42 47 4 1
split_gain=8.95021e-05 9.6971e-05 4.59918e-05 6.35714e-05 0.000154088 6.29156e-05 0.000112803 0.000107494 6.48632e-05 6.69182e-05 0.000130827
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 -0.16430499999999995 0.11230000000000001 0.082325000000000023 -0.017269999999999997 -1.0000000180025095e-35 0.09252500000000001 0.0057500000000000008 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 10 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00053412839199262643 -0.00057261658456111758 0.00048023962707672148 -0.00039059593164766346 -0.00047339454938200167 -0.00065438330835174813 -0.00038668970534017294 0.00072842802737713879 0.00042033970057197087 -0.00027470296984207729 0.0005654677320998902 -0.00047271288584680766
leaf_weight=0.0013049221257307132 0.0010337125715985515 0.0010117160178871641 0.0012122256321188381 0.0013189400572389213 0.0013410246086254093 0.0010696730956174291 0.001019422219440542 0.0015816236392709451 0.0010969884366628449 0.0016768415580790605 0.0010489355134250342
leaf_count=181 545 295 550 465 287 345 175 488 134 187 258
internal_value=0 2.57427e-05 -2.78553e-05 1.15282e-05 -3.51754e-05 5.90522e-05 0.000120632 2.84753e-05 0.000150957 0.000259361 6.4235e-05
internal_weight=0 0.0136823 0.0123774 0.0111652 0.0101534 0.00881242 0.00774275 0.00672333 0.00540439 0.0043074 0.00263056
internal_count=3910 3365 3184 2634 2339 2052 1707 1532 1067 933 746
is_linear=0
shrinkage=0.00196078


Tree=4373
num_leaves=12
num_cat=0
split_feature=133 40 42 47 52 2 3 150 0 16 0
split_gain=8.09752e-05 9.92746e-05 6.81852e-05 7.1548e-05 8.31674e-05 7.50263e-05 0.000115942 6.63334e-05 7.98052e-05 7.5827e-05 4.91518e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.10887000000000001 -0.092854999999999979 0.11230000000000001 0.097615000000000021 0.086870000000000017 -0.082074999999999995 -0.083564999999999987 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 10 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00062005212004508634 -0.00053541712823412205 -0.00045733339108853827 -0.00034863786352745988 -0.00045637261326620537 0.00033887132997800637 -0.00019297390474688268 0.00086557780427810426 -0.00030931552012338057 -0.00014169031200270135 4.6134184411968208e-05 0.000939538436861037
leaf_weight=0.0010323606170745412 0.0010271260331069345 0.0011983299267482256 0.0014682124660513008 0.0010379436438617386 0.0010564757901174787 0.0018767283530793447 0.0010029300055533884 0.0010233595888798274 0.0014855694048270074 0.0013910510293199188 0.0010387090349796625
leaf_count=253 545 367 544 184 145 306 96 189 438 435 408
internal_value=0 3.55233e-05 -1.24479e-05 3.43951e-05 8.36446e-05 0.00015516 0.000248521 0.000145294 0.000238867 0.000401032 0.000636658
internal_weight=0 0.0136117 0.0125793 0.011381 0.010343 0.00887482 0.00699809 0.00599516 0.00497181 0.00348624 0.00209518
internal_count=3910 3365 3112 2745 2561 2017 1711 1615 1426 988 553
is_linear=0
shrinkage=0.00196078


Tree=4374
num_leaves=13
num_cat=0
split_feature=484 133 484 133 12 15 160 15 3 12 1 43
split_gain=9.72336e-05 0.000102729 0.000113986 0.000107968 0.000125003 0.000152083 0.000131829 0.000109228 0.000161527 0.000128836 8.82261e-05 8.38234e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088465000000000016 0.083815000000000014 -0.036459999999999992 0.024640000000000006 0.086110000000000006 -0.11739999999999999 -0.10628499999999998 0.051320000000000005 0.095575000000000007 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 10 -10 -7
right_child=1 -3 -4 -5 5 11 -8 8 9 -11 -12 -13
leaf_value=-0.00058317865154263989 -0.00060519926658860205 -0.00054903550866866276 -0.00053799404865367167 0.00056329082300522282 -0.00013700651587145407 -0.0005787273389052511 -0.00027152715357623195 0.0011650557063799635 0.00021499804484425384 -0.00017332840804247222 0.0010033268065026066 0.00012651047219899739
leaf_weight=0.0010768150861586558 0.0010138778247783488 0.0011026644318295675 0.0010824299104817076 0.0018458827464868698 0.0011771506873444401 0.0015448121526511751 0.0014132834653792156 0.0011606912023120657 0.001090174174295036 0.0012824753554541452 0.0010930710833849319 0.0011161231971545393
leaf_count=612 252 472 310 412 189 610 107 173 84 319 109 261
internal_value=0 2.69158e-05 7.28697e-05 0.000124781 5.04633e-05 0.000117762 0.000265497 0.000396273 0.000531962 0.000319934 0.000609685 -0.000282917
internal_weight=0 0.0149226 0.01382 0.0127375 0.0108917 0.00987778 0.00721685 0.00580356 0.00462641 0.00346572 0.00218325 0.00266094
internal_count=3910 3298 2826 2516 2104 1852 981 874 685 512 193 871
is_linear=0
shrinkage=0.00196078


Tree=4375
num_leaves=13
num_cat=0
split_feature=484 133 0 41 457 4 2 42 15 15 4 1
split_gain=0.000120029 0.00011347 9.39263e-05 7.53242e-05 9.34908e-05 0.000140181 0.000163597 0.000151192 0.000164129 0.000110337 9.07191e-05 4.53113e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.075585000000000013 -0.0034949999999999994 0.25367000000000006 0.10393500000000001 0.060615000000000009 0.024640000000000006 -0.0063699999999999989 -0.00072999999999999985 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 10 -9 -6 -12
right_child=1 -3 -4 -5 5 -7 -8 9 -10 -11 11 -13
leaf_value=-0.00065368667749508478 -0.00050674564473557294 -0.00057806583376913512 0.0006010663387774728 -0.00049233058890023904 0.00056962012676281103 0.0006281740287164588 -0.00053405145989777352 5.8079371348705777e-05 -0.00065262313796285454 0.00085344508354374255 0.00018901859745425306 -0.00037418270026869408
leaf_weight=0.0010965581889004336 0.0010176706320197326 0.0011370106079219037 0.001157170334552802 0.0010239667248571485 0.0012890076799062606 0.0017218899491399072 0.0016829592501019308 0.0011793830653579751 0.001331480861696056 0.0015543356114680173 0.0011265404890146748 0.0010716722212276708
leaf_count=612 191 472 70 165 256 361 413 344 471 387 114 54
internal_value=0 1.78879e-05 6.57547e-05 1.8101e-05 6.17475e-05 0.000114547 1.87839e-05 0.000141976 -6.69837e-05 0.000510308 0.000156623 -8.55532e-05
internal_weight=0 0.0152931 0.0141561 0.0129989 0.0119749 0.0109573 0.00923538 0.00755242 0.0048187 0.00273372 0.00348722 0.00219821
internal_count=3910 3298 2826 2756 2591 2400 2039 1626 895 731 424 168
is_linear=0
shrinkage=0.00196078


Tree=4376
num_leaves=10
num_cat=0
split_feature=14 0 1 133 42 43 15 13 151
split_gain=1.91026e-05 4.18648e-05 5.70028e-05 4.12345e-05 6.38752e-05 5.60552e-05 5.32936e-05 0.000167966 3.75946e-05
threshold=-1.0000000180025095e-35 -0.10575999999999998 0.085990000000000011 -0.088019999999999987 -1.0000000180025095e-35 -0.083094999999999988 -0.053579999999999996 -0.10023999999999998 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7 -8 -4
right_child=1 3 8 4 5 6 7 -9 -10
leaf_value=-0.013297139502391165 -0.010541389468911094 0.014476377647761694 0.002200902980650878 -0.026952029373264977 0.014305518901250825 0.0080486403276277124 0.011819182961022343 -0.043956772947473494 0.023972448429037677
leaf_weight=0.0010197472099181008 0.0011543731632307421 0.0010598736399471771 0.0013212340148462207 0.0012603839860473587 0.0015108584046514949 0.0011991670785969147 0.0010027009680406431 0.0011698207780220452 0.0019843127042165252
leaf_count=196 237 461 170 684 506 504 60 847 245
internal_value=0 0.000975424 0.0085894 -0.00373909 -0.0068819 -0.00170099 -0.00887353 -0.0182141 0.0152703
internal_weight=0 0.0116627 0.00445992 0.0072028 0.00614293 0.00488255 0.00337169 0.00217252 0.00330555
internal_count=3910 3714 652 3062 2601 1917 1411 907 415
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=9
num_cat=0
split_feature=11 48 0 42 47 16 42 16
split_gain=1.86093e-05 3.04075e-05 8.12258e-05 5.32135e-05 6.08746e-05 7.44209e-05 6.22433e-05 4.16561e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 0.09252500000000001 -0.15168999999999996 0.086325000000000013 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.014987877131778652 -0.013006242095171547 -0.0063415452433798012 0.024353757307578966 0.015935106002321928 -0.027777290914075655 -0.017855570385487792 -0.030358420606897432 0.0070650878574161045
leaf_weight=0.001455115354432302 0.0010350979649836724 0.0017409079227608815 0.0017077521905460189 0.0016489215072933751 0.0010863914521587748 0.0010452463805906151 0.0010398209923383108 0.0018721008776641616
leaf_count=409 254 115 604 407 179 649 908 385
internal_value=0 0.000987708 0.00885855 -0.00234381 -0.00611216 -0.00191372 -0.00935119 -0.00186365
internal_weight=0 0.0115963 0.00344866 0.0081476 0.00669248 0.00560609 0.00395717 0.00291735
internal_count=3910 3656 719 2937 2528 2349 1942 1034
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=12
num_cat=0
split_feature=484 133 0 16 133 2 16 150 2 0 1
split_gain=9.42978e-05 9.0744e-05 7.76941e-05 5.60293e-05 8.25575e-05 7.64177e-05 9.38709e-05 8.19093e-05 0.000113089 8.48239e-05 5.332e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.31524000000000002 -0.090054999999999982 0.10796500000000002 -0.17157499999999998 0.086420000000000011 0.091025000000000009 -0.12329499999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 -6 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00058874370268137345 -0.00043607056262486683 -0.00051895142034576723 0.00059516300665479153 -0.00035604826909555755 0.00065479966386720629 -0.00053373703533927193 0.00021947714547764863 -0.0002038928801573983 0.00078816010272344693 -0.00020405068866665186 0.00035054127022025189
leaf_weight=0.0010126157316327289 0.0010709025696688636 0.001063327600362104 0.001024197660409243 0.0012748256305454226 0.0010248971842296084 0.001251395435151367 0.0012938804371320336 0.0012574100897005678 0.0016088654416203871 0.0018301880751847366 0.0010482452577103591
leaf_count=612 449 472 70 306 88 197 244 231 305 728 208
internal_value=0 3.12546e-05 7.73767e-05 3.18974e-05 7.95167e-05 0.000138792 -0.000150844 0.000247691 0.000350704 0.000170394 -2.08374e-06
internal_weight=0 0.0137481 0.0126848 0.0116606 0.0103858 0.00931488 0.00254528 0.00676961 0.0055122 0.00390333 0.00287843
internal_count=3910 3298 2826 2756 2450 2001 441 1560 1329 1024 936
is_linear=0
shrinkage=0.00196078


Tree=4379
num_leaves=12
num_cat=0
split_feature=133 40 50 160 52 3 2 3 4 4 13
split_gain=8.40505e-05 8.68902e-05 6.91475e-05 6.27834e-05 6.56431e-05 6.76917e-05 9.44632e-05 8.43051e-05 0.000122552 9.31247e-05 3.7601e-05
threshold=0.10681500000000001 -0.079539999999999986 0.086465000000000014 0.099550000000000013 -0.27466499999999994 -0.10628499999999998 0.10796500000000002 -0.080884999999999985 0.070230000000000015 -1.0000000180025095e-35 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 7 -7 9 -9 -6
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.00059008112600613619 -0.00054955301314066004 -0.00038595698013082813 -0.00046363176549198842 -0.00040177701189101327 0.00020004029766424882 -0.00029064541290361269 -0.00038015054284109905 0.00042570335208555389 0.0008921325355697781 -0.00026386594328017734 0.00071052773804641583
leaf_weight=0.0010136501257291463 0.0010057793013257205 0.0010052400614178067 0.0011560715462423073 0.0011121360046509191 0.0011860093579993611 0.0011786722334998501 0.0015506154481286453 0.0016293651409613856 0.001022464616079518 0.0013998436479354748 0.0010422281898195161
leaf_count=253 545 310 555 226 146 753 338 325 169 168 122
internal_value=0 3.83191e-05 -7.21618e-06 4.02062e-05 8.92899e-05 0.000142318 4.48883e-05 0.000170898 0.000305165 0.000107043 0.000438814
internal_weight=0 0.0132963 0.0122826 0.0111266 0.0100144 0.0090092 0.00678096 0.00523035 0.00405167 0.00302921 0.00222824
internal_count=3910 3365 3112 2557 2331 2021 1753 1415 662 493 268
is_linear=0
shrinkage=0.00196078


Tree=4380
num_leaves=10
num_cat=0
split_feature=1 0 15 0 15 1 2 4 1
split_gain=2.14245e-05 6.69596e-05 3.60819e-05 3.41154e-05 3.25996e-05 6.35676e-05 3.22809e-05 4.53124e-05 7.64774e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.15480500000000005 0.079360000000000014 0.086560000000000012 0.11462500000000002 0.0057500000000000008 0.10688500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 7 -7 -9
right_child=4 2 -4 -5 -6 6 -8 8 -10
leaf_value=-0.02544536161132302 0.028462348416645467 -0.019406333910757009 0.015400866131662942 0.0066310451808403907 -0.013617946261625472 -0.016767489746167562 0.013943254332343556 0.023332011843436511 -0.008933939952315435
leaf_weight=0.0012424225627364481 0.0010166909685176383 0.0010050712318386012 0.0012243029816138562 0.0010078063364473311 0.0010432433671686029 0.0015352010815275264 0.0015474984231282542 0.0012463122322992869 0.0017891054870297113
leaf_count=630 150 532 799 47 496 499 382 132 243
internal_value=0 -0.00571044 0.00186378 -0.00636995 0.00289329 0.00530755 0.00145975 -0.00276686 0.00431414
internal_weight=0 0.0044796 0.00323718 0.00201288 0.00817805 0.00713481 0.00611812 0.00457062 0.00303542
internal_count=3910 2008 1378 579 1902 1406 1256 874 375
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=11
num_cat=0
split_feature=484 133 16 52 0 12 42 151 1 0
split_gain=0.000121973 8.86699e-05 7.87262e-05 0.000135965 0.000135068 0.000106712 8.10088e-05 7.65405e-05 9.37111e-05 7.56624e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.014099999999999998 0.096170000000000019 -0.10783 0.091475000000000015 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -8 9 -9
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.00066898458964981635 -0.00056263884586920721 -0.0005188482574725766 0.00070627235785634967 0.00081872055824909929 -0.00044312038165862156 0.00030548526274275738 -0.0003253586965464087 -0.00039131056482860378 0.000521284045422615 0.00022360277009993788
leaf_weight=0.0010275900045947197 0.0010323012039589515 0.0010429578603822582 0.0010001099733769653 0.0012700886981556886 0.001727449835614256 0.0012705523140535552 0.0017340386387881372 0.0013785755211288598 0.0017258781932348775 0.0017408004853003095
leaf_count=612 600 472 116 117 589 288 231 138 300 447
internal_value=0 3.10427e-05 7.55708e-05 0.000259835 8.2293e-05 -0.000125862 -5.19639e-05 2.81618e-05 0.000154681 -4.81517e-05
internal_weight=0 0.0139228 0.0128798 0.0052682 0.00399811 0.002998 0.00761159 0.00657929 0.00484525 0.00311938
internal_count=3910 3298 2826 1110 993 877 1716 1116 885 585
is_linear=0
shrinkage=0.00196078


Tree=4382
num_leaves=9
num_cat=0
split_feature=1 4 457 39 16 16 4 13
split_gain=2.04595e-05 4.98209e-05 3.28399e-05 6.52069e-05 6.71078e-05 5.90465e-05 2.97506e-05 2.76886e-05
threshold=0.085990000000000011 -0.082054999999999975 0.041935000000000007 0.005105000000000001 -0.055679999999999993 -0.27337499999999998 -0.00027999999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -3 -1
right_child=2 6 -4 -5 -6 -7 -8 -9
leaf_value=-0.0055277967074977468 -0.013558915725264652 -0.027158731722587856 0.017514787610230821 0.02321424635794549 -0.019910778998685475 0.014591845974372367 -0.0056685807048762957 0.014918322487271591
leaf_weight=0.0013089188507907992 0.0011833056001065104 0.0010990828832316616 0.0013256925269066258 0.0010172348365592642 0.0018151065911881778 0.002012018675523931 0.0015564744386732247 0.0013408109094824735
leaf_count=430 189 1039 212 293 581 426 540 200
internal_value=0 -0.00488296 0.00326492 0.000130876 -0.00455559 0.00416694 -0.0145629 0.00481831
internal_weight=0 0.00530529 0.00735336 0.00602767 0.00501043 0.00319532 0.00265556 0.00264973
internal_count=3910 2209 1701 1489 1196 615 1579 630
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=14
num_cat=0
split_feature=484 133 41 457 160 42 160 3 2 52 3 3 43
split_gain=0.000136086 9.09937e-05 9.18346e-05 0.000100693 0.000108497 0.00015121 0.000189618 0.000118399 0.000100549 8.72758e-05 8.87705e-05 8.85971e-05 0.000121438
threshold=-0.0043499999999999988 0.10681500000000001 0.078150000000000011 -0.0034949999999999994 0.10150000000000002 -1.0000000180025095e-35 -0.083654999999999993 -0.060719999999999989 0.11635500000000001 -0.11271999999999999 0.096385000000000012 -0.083144999999999983 -0.0017949999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 9 -8 11 -11 -13
right_child=1 -3 -4 4 -6 6 8 -9 -10 10 -12 12 -14
leaf_value=-0.00067917850796538287 -0.00045961634207044162 -0.00050483120016158736 -0.00049455588522888784 -0.00071681315690061897 -0.0004402639656866663 -0.00043797489331874579 -4.6382433386042633e-06 0.00020308552966881167 -0.00012678408417463421 0.00086480943074029567 0.0010737400792821985 0.00085108123441710981 1.4556672738507509e-05
leaf_weight=0.0010966776686465668 0.0010556973206947437 0.0011103538387018481 0.001001390690322069 0.001035426421954015 0.0010206433883589586 0.0010639511711618499 0.0010067356102392852 0.0011195996517374095 0.0010337347251250101 0.0016017986572172327 0.0012940789586881607 0.001001340209966083 0.001999431841743103
leaf_count=612 192 472 167 613 119 398 264 135 259 138 81 265 195
internal_value=0 3.57909e-05 7.79638e-05 0.00012129 0.000171654 0.000227636 0.000339334 -0.000238899 0.00044353 0.000528931 0.000620027 0.000492459 0.0002937
internal_weight=0 0.0153442 0.0142338 0.0132324 0.0121767 0.0111561 0.00900107 0.00215503 0.00793712 0.00690339 0.00589665 0.00460257 0.00300077
internal_count=3910 3298 2826 2659 2467 2348 1600 748 1202 943 679 598 460
is_linear=0
shrinkage=0.00196078


Tree=4384
num_leaves=10
num_cat=0
split_feature=4 0 157 160 12 151 2 42 12
split_gain=2.01654e-05 5.40847e-05 4.704e-05 5.20668e-05 6.45112e-05 4.32268e-05 8.01012e-05 5.53019e-05 5.33065e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -0.0089849999999999982 -0.0088999999999999982 0.092175000000000021 0.08622500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.013615015913749084 0.018281710855404486 0.021421731044800323 -0.022056853723896173 -0.023541336519369235 -0.012398661303108746 0.0036400830179853603 0.024253219997169281 0.015269861982825039 -0.025884084470863697
leaf_weight=0.0010216797723177533 0.0011046320867785396 0.0011708449183544358 0.0013064580728702957 0.0010595850937362107 0.0014580033552247405 0.0013036876076847211 0.0018060392945449637 0.0013043709999462525 0.0011518608277303103
leaf_count=192 395 223 804 348 251 112 530 429 626
internal_value=0 0.0010363 -0.00123803 -0.00353431 -0.000540708 0.002929 0.00694409 -0.00137018 -0.0102093
internal_weight=0 0.0116655 0.0104946 0.00939001 0.00808355 0.00702396 0.00556596 0.00375992 0.00245555
internal_count=3910 3718 3495 3100 2296 1948 1697 1167 738
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=12
num_cat=0
split_feature=133 0 50 4 12 160 2 0 0 12 15
split_gain=6.71934e-05 0.000105534 5.55009e-05 7.00039e-05 9.31872e-05 9.28661e-05 7.73764e-05 7.67878e-05 8.81448e-05 9.68508e-05 6.08254e-05
threshold=0.10681500000000001 0.14676000000000003 0.086465000000000014 0.28937500000000005 -0.036459999999999992 0.099550000000000013 0.10796500000000002 -0.070894999999999986 -0.10575999999999998 0.086935000000000012 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -10 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00060040957110204368 -0.00047860939744525012 0.000617352105389617 -0.00040742012588891293 0.00042212221251966613 6.3510144263356761e-05 -0.00051871146644632713 -0.00037960362653305483 0.00052014563989595519 0.00013975781590319576 -0.00062922741724316916 0.00068908042862394537
leaf_weight=0.0010002334938355581 0.0010585482677059966 0.0010976421706361946 0.0012570637047702683 0.001496177768401343 0.0014752779754048373 0.0010472143409679209 0.001104145345414833 0.0018580515368795637 0.0014156182988748361 0.0011342013230075511 0.0010044282179403545
leaf_count=242 545 74 564 365 132 212 283 245 496 647 105
internal_value=0 3.38816e-05 -1.61826e-05 2.64524e-05 -3.25158e-05 3.03263e-05 0.000102271 0.00017952 5.3683e-05 -0.000202299 0.000316903
internal_weight=0 0.0138901 0.0127924 0.0115353 0.0100392 0.00903894 0.00799172 0.00688758 0.00502953 0.00254982 0.00247971
internal_count=3910 3365 3291 2727 2362 2120 1908 1625 1380 1143 237
is_linear=0
shrinkage=0.00196078


Tree=4386
num_leaves=9
num_cat=0
split_feature=1 4 150 16 13 1 13 43
split_gain=1.82411e-05 4.33062e-05 2.8792e-05 3.8216e-05 4.05268e-05 6.70843e-05 2.71143e-05 2.60446e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.0016149999999999999 0.11257500000000001 -0.080814999999999984 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -3 -1
right_child=2 6 -4 4 5 -7 -8 -9
leaf_value=-0.0041055414329169114 -0.016266710256605862 -0.024848737687566975 0.014297778833865056 0.016014468559133802 -0.018428910426115205 0.012889776207604287 -0.0044812087034239818 0.015921709722129345
leaf_weight=0.0015285185332144539 0.0011952979028119161 0.0011921968274813525 0.0017472376169906465 0.0016988504105709002 0.0014482217873614889 0.0012959597675649085 0.0014468276496515287 0.0011289408973114839
leaf_count=534 256 733 349 671 310 124 842 91
internal_value=0 -0.0046085 0.00308165 -0.00039407 0.00387611 -0.00363843 -0.0136824 0.00440243
internal_weight=0 0.00529648 0.00738557 0.00563833 0.00444303 0.00274418 0.00263902 0.00265746
internal_count=3910 2200 1710 1361 1105 434 1575 625
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=13
num_cat=0
split_feature=484 133 40 42 2 2 2 52 47 2 0 52
split_gain=9.7389e-05 0.000102636 9.01844e-05 7.36496e-05 7.14567e-05 0.000111969 8.53537e-05 7.89676e-05 7.7302e-05 8.6071e-05 5.61141e-05 5.60556e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.10869000000000002 0.088485000000000022 0.11462500000000002 -0.07125999999999999 0.09252500000000001 0.085355000000000014 -0.09194999999999999 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -6 -7 9 10 -5 -9
right_child=1 -3 3 4 6 7 -8 11 -10 -11 -12 -13
leaf_value=-0.00060362427352878651 0.00063722369204814245 -0.00056405411458678855 -0.00043465135203412113 0.00068655581306695647 -0.00061331589589121963 4.9278478620857983e-06 9.0386738093106543e-05 0.00093539482735225017 -0.00048054050986912257 -0.00032889228831930811 6.4235231039363067e-05 0.00031342499632919046
leaf_weight=0.0010074882304307664 0.0010144600058865525 0.0010407465229546843 0.0011895217789955224 0.0010002612768511036 0.0011031712706219689 0.0010449963758980461 0.001659622519528454 0.0012449052563326952 0.0010881667001050935 0.0011001198611703652 0.0012572404921083588 0.0010083626681319955
leaf_count=612 261 472 332 130 124 236 361 197 133 301 552 199
internal_value=0 2.79406e-05 7.64124e-05 2.77716e-05 8.01243e-05 0.000176708 -0.000190599 0.000450441 -2.63699e-05 0.000120822 0.000339975 0.000657056
internal_weight=0 0.0137516 0.0127108 0.0116964 0.0105068 0.00774405 0.00276279 0.00329826 0.00444579 0.00335762 0.0022575 0.00225327
internal_count=3910 3298 2826 2565 2233 1748 485 632 1116 983 682 396
is_linear=0
shrinkage=0.00196078


Tree=4388
num_leaves=12
num_cat=0
split_feature=484 133 0 457 4 12 39 2 16 4 1
split_gain=0.000117472 0.000120229 9.18034e-05 7.44553e-05 7.07911e-05 0.000130669 7.45262e-05 6.14883e-05 9.46106e-05 6.75013e-05 2.66514e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -0.0034949999999999994 0.25367000000000006 0.095295000000000019 0.083790000000000017 0.081110000000000015 -0.094359999999999986 -0.026614999999999996 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9 -10 -6
right_child=1 -3 -4 4 10 -7 -8 8 9 -11 -12
leaf_value=-0.00065816409327035643 -0.00047087818836513842 -0.00059798720114214788 0.00062895930139099008 -0.00015437247960870429 0.00018646188544129433 -0.00057337810886476739 -0.00038033121663751714 -9.180414510611227e-05 0.0002445940083610452 0.00080897817102685275 0.00063062587688131409
leaf_weight=0.0010112034460402963 0.0010218446928607029 0.0010723717940848464 0.0010928915020513305 0.0016072703079344584 0.0010388433826761601 0.0012795590559113081 0.0010582229710130973 0.0016964441806847459 0.0019869915540131123 0.001381020112684503 0.0010387153340005451
leaf_count=612 193 472 70 362 135 405 177 208 691 300 285
internal_value=0 3.34112e-05 8.46991e-05 3.55769e-05 8.22545e-05 7.01659e-06 0.000103091 0.000179768 0.000285812 0.000476014 0.00040853
internal_weight=0 0.0142742 0.0132018 0.0121089 0.0110871 0.00900951 0.00772995 0.00667173 0.00506446 0.00336801 0.00207756
internal_count=3910 3298 2826 2756 2563 2143 1738 1561 1199 991 420
is_linear=0
shrinkage=0.00196078


Tree=4389
num_leaves=10
num_cat=0
split_feature=484 133 133 15 42 3 43 4 3
split_gain=0.000112024 8.20763e-05 8.38034e-05 8.09404e-05 0.0001009 9.89827e-05 0.000110831 9.47585e-05 5.77021e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 0.060615000000000009 -0.10315499999999998 -0.079374999999999987 -1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9
right_child=1 -3 -4 4 -6 6 7 8 -10
leaf_value=-0.00064443293285041574 0.00051078756951481396 -0.00049495777004969087 0.00047661667251169034 -0.00061692640004433941 0.00017096396424603181 -0.00058485587615382572 0.0004615987169503858 -0.00033552910731694964 0.00016136811667740632
leaf_weight=0.0010032087354248142 0.0018290631024376518 0.0010412826706359722 0.001746028484529657 0.0015061928484134002 0.001068035943170966 0.0010622244438973187 0.0018971904457995084 0.0017471130692203805 0.0018498219195377387
leaf_count=612 284 472 523 532 398 253 297 335 204
internal_value=0 3.42789e-05 7.76521e-05 1.40913e-05 -0.000290034 0.000107454 -5.06571e-06 0.00010703 -7.99862e-05
internal_weight=0 0.013747 0.0127057 0.0109596 0.00257423 0.00838541 0.00655635 0.00549413 0.00359693
internal_count=3910 3298 2826 2303 930 1373 1089 836 539
is_linear=0
shrinkage=0.00196078


Tree=4390
num_leaves=11
num_cat=0
split_feature=133 50 160 12 47 51 15 12 48 0
split_gain=3.98471e-05 5.79314e-05 6.91277e-05 6.63724e-05 7.26333e-05 4.74506e-05 4.66645e-05 3.98174e-05 6.398e-05 6.73344e-05
threshold=0.10599500000000002 0.086465000000000014 0.099550000000000013 0.10333000000000002 0.077065000000000008 -0.07742499999999998 -0.10312999999999999 0.086935000000000012 0.084670000000000009 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 9 -7
right_child=-2 -3 -4 -5 6 7 -8 -9 -10 -11
leaf_value=-0.0095825367057652891 -0.01929281063182655 -0.02057267998659881 -0.021047164337993585 0.029232460080393003 -0.028134080530314035 0.048848492494732366 0.0007086868018574597 0.0019174353428838805 0.00066144098565992598 0.012452971933702251
leaf_weight=0.0011387194865935665 0.0010017222033700682 0.0010814266211375398 0.001019787468739315 0.0011187068096579775 0.0010007459827655035 0.0010098746512679018 0.0012763503950194294 0.001990809616969878 0.0011080646492984902 0.0010235154316251035
leaf_count=411 557 567 232 240 188 203 166 630 205 511
internal_value=0 0.00148331 0.00371526 0.00632754 0.00332993 0.00888457 -0.0119672 0.012982 0.0199938 0.0305287
internal_weight=0 0.011768 0.0106866 0.00966679 0.00854808 0.00627098 0.0022771 0.00513226 0.00314145 0.00203339
internal_count=3910 3353 2786 2554 2314 1960 354 1549 919 714
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=13
num_cat=0
split_feature=133 3 50 15 2 2 16 3 2 4 52 47
split_gain=7.34625e-05 0.000132002 8.58626e-05 7.56205e-05 0.000143145 9.6827e-05 0.000123424 9.10282e-05 9.03455e-05 8.79409e-05 7.29262e-05 7.27498e-05
threshold=0.10681500000000001 0.16699000000000003 0.086465000000000014 -0.16430499999999995 0.11230000000000001 0.086650000000000019 -0.11807499999999999 0.094625000000000015 0.084235000000000018 -0.00072999999999999985 -0.0066199999999999991 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 10 9 -5 -8 -11
right_child=-2 -3 -4 4 -6 6 7 -9 -10 11 -12 -13
leaf_value=0.00049132725893021598 -0.00049940965262760682 0.00069129658566364409 -0.00051701846880619379 0.00045005768818472472 -0.00061941633586051477 -0.00031569397826225433 -0.0001174770087725265 0.00090077127555279648 -0.00066672516354310371 -0.00054489055337965701 0.00050406387150901102 0.00012822152376965276
leaf_weight=0.0011743624929038765 0.0011294209264276029 0.0010446229540284841 0.001271983548161962 0.0011132774138252312 0.0013946302169576723 0.0011972629951525985 0.0013141629508968871 0.0010404306800215202 0.0010286896037618159 0.0012547023335024495 0.001621033529758887 0.0012152434770626164
leaf_count=288 545 183 549 421 285 169 472 84 327 133 364 90
internal_value=0 1.95576e-05 -3.19414e-05 1.80035e-05 -3.17175e-05 5.20473e-05 0.00023622 0.00040243 -0.000154528 -7.48377e-06 0.000225784 -0.000213711
internal_weight=0 0.0146704 0.0136258 0.0123538 0.0111794 0.0097848 0.00517289 0.00397563 0.00461191 0.00358322 0.0029352 0.00246995
internal_count=3910 3365 3182 2633 2345 2060 1089 920 971 644 836 223
is_linear=0
shrinkage=0.00196078


Tree=4392
num_leaves=11
num_cat=0
split_feature=133 13 50 48 1 2 42 12 1 2
split_gain=3.2448e-05 5.60745e-05 4.40596e-05 4.34642e-05 5.0399e-05 7.04736e-05 7.44254e-05 9.4326e-05 7.88923e-05 4.65205e-05
threshold=0.10599500000000002 -0.26418499999999995 0.084340000000000012 0.10911000000000001 0.11198000000000001 0.10393500000000001 0.089795000000000014 0.086935000000000012 0.079945000000000016 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=0.023154432583777688 -0.017413709242118987 0.028329294203974072 -0.020505039536854057 -0.01803571410651281 0.01911155560370309 -0.021862264346256332 0.029140770439493442 -0.0265203651883823 -0.015948232332101905 0.011817092251602667
leaf_weight=0.0010701406441856682 0.0010023257802922536 0.0011715520995943473 0.0010310068417364931 0.0010432700849717308 0.0016808536913375206 0.001233492011889957 0.0010088563725814135 0.0010935094595905452 0.0013204096829196885 0.0011113518941502122
leaf_count=179 557 533 555 139 334 410 306 568 183 146
internal_value=0 0.00132951 -0.000854435 0.00124215 0.00357532 -0.00018797 0.00449772 -0.000795491 0.00701132 -0.00325906
internal_weight=0 0.0117644 0.0106943 0.0096633 0.00862003 0.00693917 0.00570568 0.00469682 0.00360331 0.00243176
internal_count=3910 3353 3174 2619 2480 2146 1736 1430 862 329
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 3 49 52 3 4 4
split_gain=0.000108273 9.57742e-05 9.5338e-05 9.70887e-05 8.29299e-05 8.56172e-05 9.41784e-05 0.000154877 6.75412e-05 0.000102284 0.000107836
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 -0.11266 -0.0019649999999999997 -0.068164999999999989 -0.078884999999999997 -0.00072999999999999985 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -8 -10 -11
right_child=1 -3 3 4 -6 6 8 -9 9 10 -12
leaf_value=-0.00062614481680797719 0.00064701162184848369 -0.00052696408771415277 -0.00047893699160779323 0.00052141169026073187 -0.00042615387678057346 0.00015993326528277309 -0.00021414681675490488 -0.00079508472377232749 0.00069079123304223813 -0.00033768632707610591 0.00045209578645044043
leaf_weight=0.0010372073123708836 0.001033706481243942 0.0010997279415810119 0.0013039981953956422 0.00186478328841306 0.0010945082050192638 0.0015342156826000132 0.0011811145383266164 0.001136473220878338 0.0016963158249740733 0.0012726342980789703 0.0013913557300432957
leaf_count=612 243 472 334 263 298 153 652 189 316 167 211
internal_value=0 2.94742e-05 7.47718e-05 2.73563e-05 8.64541e-05 0.000142131 5.60054e-05 -0.000246461 0.000201779 0.000314445 7.48032e-05
internal_weight=0 0.0146088 0.0135091 0.0124754 0.0111714 0.0100769 0.00821211 0.00267069 0.00554142 0.00436031 0.00266399
internal_count=3910 3298 2826 2583 2249 1951 1688 342 1346 694 378
is_linear=0
shrinkage=0.00196078


Tree=4394
num_leaves=11
num_cat=0
split_feature=133 52 16 43 133 2 16 13 16 4
split_gain=2.65435e-05 4.59776e-05 0.000107992 5.62177e-05 5.52992e-05 4.34556e-05 6.88334e-05 5.46155e-05 4.77248e-05 1.68091e-05
threshold=0.10599500000000002 -0.27466499999999994 0.18936500000000003 -0.093039999999999984 0.024320000000000005 0.089910000000000004 -0.19424999999999998 -1.0000000180025095e-35 -0.063614999999999991 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5 -8 -9
right_child=-2 2 -4 4 -6 6 8 9 -10 -11
leaf_value=-0.018983289102452908 -0.015751553272766113 -0.019892998009263588 0.029577300612874242 -0.024743353815474739 0.024445406855042165 -0.0093536995472178024 0.032839078497082147 0.010500412794928355 0.0031781280200137763 -0.0077091460009275255
leaf_weight=0.0010303592856908779 0.0010032648976430842 0.0013095539341859497 0.0013498537353736568 0.0013221712107249232 0.0010007525142159716 0.0015455793687066894 0.0011036070218475192 0.0010120926832199186 0.001066886573263999 0.0010156172256697081
leaf_count=391 557 353 194 915 540 244 227 118 263 108
internal_value=0 0.00119393 0.00313217 -0.000675002 0.00244486 -0.000671084 0.00677469 -0.00893079 0.0182595 0.00137981
internal_weight=0 0.0117565 0.0107261 0.00937626 0.00806671 0.00706595 0.00371607 0.00334988 0.00217049 0.00202771
internal_count=3910 3353 2962 2768 2415 1875 734 1141 490 226
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=10
num_cat=0
split_feature=1 4 15 13 13 52 4 2 0
split_gain=2.21922e-05 4.06111e-05 2.91931e-05 2.82805e-05 2.75046e-05 8.10863e-05 6.84343e-05 4.67323e-05 7.58791e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0010249999999999997 -0.074484999999999982 -0.00072999999999999985 0.10796500000000002 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2 8 -7
right_child=4 2 -4 -5 5 7 -8 -9 -10
leaf_value=-0.0068725777834967409 0.030947142889875698 -0.025178808369340007 -0.0040625406126833076 0.01379903698953525 -0.021257374988159185 0.035334606515507377 -0.0013270869096467328 -0.0092771442348795041 -0.0022545523035155984
leaf_weight=0.0012985624911099475 0.0010803746943923815 0.0012232851069765064 0.0014085780411681858 0.0013496923766616853 0.0014154786491324791 0.0010444162084184416 0.0016765137244972176 0.0011076767764013904 0.0011054268207079431
leaf_count=425 586 1010 565 200 254 82 464 151 173
internal_value=0 -0.00508005 -0.0138773 0.00366278 0.00339924 -0.00127405 0.0113206 0.00740923 0.0160067
internal_weight=0 0.00528012 0.00263186 0.00264825 0.00742989 0.004673 0.00275689 0.00325752 0.00214984
internal_count=3910 2200 1575 625 1710 660 1050 406 255
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=12
num_cat=0
split_feature=484 133 0 133 1 15 3 52 2 2 15
split_gain=6.10095e-05 6.75892e-05 9.47825e-05 5.39167e-05 7.37953e-05 8.56623e-05 0.000124708 8.17339e-05 0.000103733 0.000127892 6.80543e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.14676000000000003 0.083815000000000014 1.0000000180025095e-35 0.024640000000000006 -0.10315499999999998 -0.091329999999999981 0.086650000000000019 0.11230000000000001 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 -6 -8 -9 -10 -2
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.00045678728038704795 -0.00071590612762903938 -0.00045283098275895948 0.00063163481090573227 0.00037732023098179971 0.00074195809341856837 -0.00040147237800194289 0.00048185040055462287 -0.00046446850410318508 0.00059418134465779736 -0.00026653853025759009 -1.2781614502341649e-05
leaf_weight=0.0010772359000744856 0.0010428033940023875 0.0010391025637038693 0.0010495768427609365 0.0013984288564388896 0.0011125892112586744 0.0013353219709921578 0.0011813748554024171 0.0017822929950766144 0.0012771697212912161 0.0013817830663959069 0.0010746243599221558
leaf_count=627 526 471 70 500 210 335 180 257 106 223 405
internal_value=0 2.78741e-05 6.74043e-05 1.62923e-05 -3.32634e-05 5.22145e-05 0.000142162 2.34764e-05 -9.84514e-05 0.000146889 -0.000359061
internal_weight=0 0.0136751 0.012636 0.0115864 0.010188 0.00807053 0.00673521 0.00562262 0.00444125 0.00265895 0.00211743
internal_count=3910 3283 2812 2742 2242 1311 976 766 586 329 931
is_linear=0
shrinkage=0.00196078


Tree=4397
num_leaves=10
num_cat=0
split_feature=4 0 157 2 16 16 2 52 3
split_gain=2.25103e-05 4.60199e-05 3.38333e-05 5.14839e-05 6.09418e-05 8.00672e-05 5.76042e-05 4.58895e-05 2.16129e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.077534999999999979 0.086545000000000025 -0.055679999999999993 -0.089864999999999987 0.10679500000000001 -0.015039999999999998 0.11818000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -5 -8
right_child=1 -3 3 6 -6 -7 8 -9 -10
leaf_value=-0.014511925195352292 0.01553260190540603 0.019758224532054412 -0.018682136212585018 -0.0022799034251382213 -0.028891866877322561 0.017306780942511684 0.001704426982541403 0.022411395375304774 -0.017136582733321481
leaf_weight=0.0010003764965404215 0.0011083786214519048 0.0011896749827469749 0.0013798876989309723 0.0012786065216789507 0.0013554165719514002 0.0011198880420947312 0.0011508117999814134 0.0018300364617448482 0.0012928068827002606
leaf_count=192 395 223 387 334 521 460 452 748 198
internal_value=0 0.00111653 -0.000992442 -0.00293941 -0.0118173 -0.00255927 0.00322495 0.0122557 -0.00826349
internal_weight=0 0.0117055 0.0105158 0.00940745 0.00385519 0.00249978 0.00555226 0.00310864 0.00244362
internal_count=3910 3718 3495 3100 1368 847 1732 1082 650
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=13
num_cat=0
split_feature=484 133 52 16 52 52 15 15 4 151 2 3
split_gain=0.000110272 7.20206e-05 8.32001e-05 0.000133104 8.61889e-05 0.000135422 7.71498e-05 0.000136356 9.19464e-05 0.000107734 0.00011079 6.05131e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 -0.014099999999999998 0.096170000000000019 -0.062489999999999997 -0.021529999999999997 0.085120000000000015 0.00046500000000000008 -0.0088999999999999982 0.10362500000000001 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 11 8 -8 -4 -10 -11 -5
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.00061849966355888438 -0.00043858203807757752 -0.00044989907025145377 0.00057668978356713698 0.00081664738234361433 0.00079903032563184251 -0.00036943052162291491 -0.00077207060777717204 7.5799696410537714e-05 -0.00056827423813941868 -0.00014984490941017531 0.00066370955958470991 0.00015546343193996361
leaf_weight=0.0010656971487304377 0.0011201472267325435 0.0010920369713153218 0.0012487661713258646 0.0010883313896339888 0.0013665343059287571 0.0010415271290792052 0.0012625894365871594 0.001726363940962203 0.0010565036225721608 0.0016347776347622005 0.0010613920290124862 0.0010414509688165029
leaf_count=612 340 472 222 235 117 252 301 586 135 292 178 168
internal_value=0 3.46359e-05 7.34046e-05 0.000119181 0.000387369 0.000209982 -3.31261e-05 -0.000282356 0.000115819 -3.75441e-05 0.000170424 0.000493332
internal_weight=0 0.0147404 0.0136484 0.0125282 0.00453784 0.00317131 0.00799039 0.00298895 0.00500144 0.00375267 0.00269617 0.00212978
internal_count=3910 3298 2826 2486 772 655 1714 887 827 605 470 403
is_linear=0
shrinkage=0.00196078


Tree=4399
num_leaves=13
num_cat=0
split_feature=158 48 48 51 1 457 49 47 13 403 12 2
split_gain=6.87927e-05 5.38856e-05 7.85607e-05 0.000102075 6.86629e-05 7.92092e-05 7.97192e-05 8.62829e-05 8.53072e-05 8.56243e-05 8.05509e-05 6.09854e-05
threshold=0.08413000000000001 0.11930500000000001 0.096665000000000015 0.08955500000000001 0.12485500000000001 0.084715000000000013 -0.068409999999999985 0.080860000000000015 0.025140000000000006 0.03138500000000001 0.088375000000000023 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 11 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00055218692289197581 -0.00050656034126114887 -0.0004032055883991802 0.00058606650187592688 -0.00053621079679266707 0.00056320981700139845 0.00049483527405983711 -3.3579153732561828e-05 -0.00041761525768619923 -0.00035719179115807105 0.00067668091503141059 -0.00029662468262244181 0.0006238064381800469
leaf_weight=0.001036066516185599 0.0010020359708423207 0.0010409931314292872 0.0010079109282656292 0.0011610370448391161 0.0010073874592714327 0.0012038189250447298 0.0010164641168225203 0.0013517733943748883 0.0011139694483215988 0.0012915428538474751 0.0013185717018562937 0.0011637052607819994
leaf_count=185 440 150 213 343 201 187 542 201 303 239 665 241
internal_value=0 2.56382e-05 6.08666e-05 1.54843e-05 7.64688e-05 2.48322e-05 -4.34013e-05 2.92466e-05 0.000131555 0.000245212 8.59377e-05 0.000317312
internal_weight=0 0.0137132 0.0126722 0.0116643 0.0105033 0.00949591 0.00829209 0.00725603 0.00590425 0.00479028 0.00349874 0.00218017
internal_count=3910 3470 3320 3107 2764 2563 2376 2191 1990 1687 1448 783
is_linear=0
shrinkage=0.00196078


Tree=4400
num_leaves=9
num_cat=0
split_feature=1 4 3 3 2 16 0 12
split_gain=2.42879e-05 3.69807e-05 3.96769e-05 5.85813e-05 3.25468e-05 4.02508e-05 8.18138e-05 0.000103115
threshold=0.085835000000000009 -0.15796999999999997 -0.084129999999999996 -0.057849999999999992 0.11462500000000002 -0.09601999999999998 -0.10209999999999998 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8
right_child=4 2 3 -5 -6 6 7 -9
leaf_value=0.0059813349144643259 0.012666429563269558 -0.026154800968368232 0.012042722022322087 -0.020425996498622291 0.015709664549776223 -0.022914602727989852 0.026023239473295628 -0.015568016489430556
leaf_weight=0.0018791460406876225 0.001740158212558341 0.0011975557361651934 0.0011547929826378374 0.0010710951168587399 0.001702236515943735 0.0016175865042246081 0.0012511928664784965 0.0011385126636134814
leaf_count=146 293 896 941 217 413 162 206 636
internal_value=0 -0.0052905 -0.0114777 -0.00358119 0.00356425 -3.28934e-05 -0.00554755 0.00620817
internal_weight=0 0.00530259 0.00342344 0.00222589 0.00744969 0.00574745 0.00400729 0.00238971
internal_count=3910 2200 2054 1158 1710 1297 1004 842
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=9
num_cat=0
split_feature=4 151 52 13 43 0 12 1
split_gain=2.08098e-05 3.19468e-05 5.06203e-05 4.78465e-05 4.97136e-05 8.67127e-05 6.11286e-05 1.69336e-05
threshold=0.27608500000000008 -0.024429999999999997 0.11401500000000002 -0.094679999999999986 -0.074254999999999988 -0.10071499999999999 0.093125000000000013 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 6 -6 -5 -1
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00068739758489667164 0.01070758272681472 0.012742248848638263 -0.023689716070490703 -0.0083813850806109605 0.00071154732487805066 -0.031389960095585805 0.02202944997715877 0.018972897599724967
leaf_weight=0.0010231191832531668 0.0015608359667643864 0.001859118660125835 0.0011568711270691376 0.0015554543479755069 0.0018849481909346045 0.0015199961343044287 0.0011494144642170794 0.0010028782057524637
leaf_count=324 441 238 511 552 175 1197 240 232
internal_value=0 -0.00162064 -0.00414253 -0.00130481 -0.0055791 -0.0136188 0.00454148 0.00973881
internal_weight=0 0.0111518 0.0091258 0.00796893 0.00610981 0.00340494 0.00270487 0.002026
internal_count=3910 3469 2913 2402 2164 1372 792 556
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=13
num_cat=0
split_feature=158 48 50 4 0 2 43 13 2 4 52 16
split_gain=0.000156346 0.000111586 0.000198401 0.000132188 8.14381e-05 0.000144613 0.000120303 0.000109424 0.000225448 5.46288e-05 4.96896e-05 2.15709e-05
threshold=0.084965000000000027 0.12738500000000003 0.088425000000000017 0.27020000000000005 -0.077944999999999987 0.10113500000000002 -0.00084499999999999994 -0.014114999999999997 0.088485000000000022 0.0066400000000000009 0.089785000000000018 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 10 9 -8 11 -1 -6 -9
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00074845083082288597 -0.0007493486450879601 -0.00058260919135572097 -0.00071327268838867293 0.00071899921545088175 0.00034999633626269086 -0.00016983099997194422 -0.00038259797684647088 -0.00032236259098714022 0.0008667599666919004 -0.00013211280055959169 0.00087044153714445382 7.7956499283939818e-05
leaf_weight=0.0010450834661685331 0.0010128626310916935 0.0010130197582459309 0.0010893028659573608 0.0014359797174869444 0.0018539147353037167 0.0016875406944914834 0.0012040515379373928 0.0010397452717644876 0.0015446853207337526 0.0011739898022191646 0.0011383887643692898 0.0010303208641051515
leaf_count=948 423 117 631 318 291 361 281 64 97 158 158 63
internal_value=0 4.61803e-05 9.09023e-05 0.000157499 8.86882e-05 0.000289148 -4.46077e-05 0.000129358 0.000299887 -0.00042238 0.000547994 -0.000123114
internal_weight=0 0.015256 0.014243 0.0131537 0.0117177 0.00467984 0.00703788 0.0048188 0.00361475 0.00221907 0.0029923 0.00207007
internal_count=3910 3487 3370 2739 2421 810 1611 505 224 1106 449 127
is_linear=0
shrinkage=0.00196078


Tree=4403
num_leaves=11
num_cat=0
split_feature=133 50 16 52 157 0 52 160 2 0
split_gain=2.36014e-05 4.35028e-05 6.15243e-05 0.000155907 8.45811e-05 5.26886e-05 5.01284e-05 5.59655e-05 6.90598e-05 4.1804e-05
threshold=0.10599500000000002 0.086465000000000014 -0.014099999999999998 0.096170000000000019 -0.059294999999999994 -0.06402999999999999 0.086950000000000013 0.086110000000000006 0.10869000000000002 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 8 9 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=0.026581695928787896 -0.014829984426482024 -0.017941801885692724 0.026152073954428895 0.04520735406439453 -0.02447130389368582 0.0048242038576735702 -0.022460728303006664 -0.020233968566319163 -0.015001667776214176 0.0023633893469828661
leaf_weight=0.0014211554370031645 0.0010022528958179349 0.0010825552009350705 0.0010016295728476001 0.0010734517440538572 0.0011102265845599523 0.0013733476854507621 0.0011322888372124829 0.0010035127455510391 0.001106145499919854 0.0014298237676824877
leaf_count=163 557 567 351 118 536 258 554 142 193 471
internal_value=0 0.0011574 0.00309851 0.0118849 0.00162151 -0.0082717 -0.00347537 0.000858132 0.00620701 0.0144357
internal_weight=0 0.0117341 0.0106516 0.00455866 0.0034852 0.00248357 0.00609293 0.00496064 0.00395712 0.00285098
internal_count=3910 3353 2786 1263 1145 794 1523 969 827 634
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=10
num_cat=0
split_feature=12 12 12 49 16 0 2 16 3
split_gain=2.40354e-05 3.03732e-05 6.1718e-05 4.64319e-05 5.8754e-05 6.58294e-05 6.58731e-05 9.70282e-05 5.84517e-05
threshold=0.10852500000000001 0.097345000000000015 0.091555000000000011 0.10447000000000002 0.032820000000000009 -0.084304999999999977 0.089910000000000004 -0.057604999999999996 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.036035388772063436 -0.014564364891394808 0.01513598455872249 -0.022522119180135192 0.022022692381940632 -0.016323202529447366 0.021737214823085604 0.027181457279894929 0.0060535836391103241 -0.0039200539534819771
leaf_weight=0.0010689191641864899 0.00105168511902587 0.0013823595248818746 0.001146316415583412 0.0010365295074387148 0.0018107273581836293 0.0015854130725425795 0.0010537251253808205 0.0011233251096496109 0.0014167030278157272
leaf_count=542 319 366 589 233 407 688 267 335 164
internal_value=0 0.00122231 -0.00065568 0.00210022 -0.00046222 0.00413437 -0.00185099 -0.0144686 0.00934584
internal_weight=0 0.011624 0.0102417 0.00909534 0.00805881 0.00624809 0.00466267 0.00219224 0.00247043
internal_count=3910 3591 3225 2636 2403 1996 1308 877 431
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=9
num_cat=0
split_feature=52 12 0 0 15 12 160 43
split_gain=2.26588e-05 4.5146e-05 4.97264e-05 0.000119046 5.43433e-05 8.23844e-05 4.33003e-05 5.03244e-05
threshold=-0.048794999999999991 0.10129000000000001 -0.10209999999999998 -0.15291499999999997 -0.03231499999999999 0.086865000000000012 -0.026849999999999995 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -6 -1 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=0.024072762957345256 0.0069161321119050947 -0.020788048020950554 0.026440893345070632 -0.034002303672446547 -0.01776339769983001 0.014479823061749829 0.015384879117004516 -0.010178375058357524
leaf_weight=0.0010012347611228186 0.0017107817266901093 0.0012281274448214486 0.0010617499331218101 0.0012166579514351398 0.0014104806584526223 0.001808508073945731 0.001299478622519107 0.0018903776835609029
leaf_count=244 242 364 503 252 532 827 510 436
internal_value=0 -0.00306556 -4.60055e-05 -0.0100898 0.00682255 0.000351647 0.00593016 0.000235543
internal_weight=0 0.00843631 0.00720818 0.00292744 0.00428074 0.00321899 0.00419109 0.00318986
internal_count=3910 2720 2356 494 1862 1359 1190 946
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=9
num_cat=0
split_feature=1 43 13 150 1 47 16 16
split_gain=2.00877e-05 3.76189e-05 6.82468e-05 3.65104e-05 3.75799e-05 4.47841e-05 3.22274e-05 2.99365e-05
threshold=0.085835000000000009 0.013605000000000001 -1.0000000180025095e-35 0.077110000000000012 0.12864500000000004 0.096175000000000024 -0.019979999999999994 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2
right_child=3 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.023721445785557349 -0.0038478651419422086 0.0079206292584533336 0.0037718347282071165 0.015840057647279263 0.014416440941588641 -0.022725225065384786 -0.012154068751601001 0.020441327989127456
leaf_weight=0.0018736011220902571 0.0010006998334689096 0.0016057029351577608 0.0017426556484229369 0.0017633787163918741 0.0012762690384183978 0.0010822384402059577 0.0012090731157130205 0.001029422440799043
leaf_count=1374 173 397 429 349 280 211 399 298
internal_value=0 -0.00481684 -0.0104726 0.00329221 -0.000660594 -0.00511336 0.000770885 0.00846856
internal_weight=0 0.00522196 0.00361626 0.00736108 0.0055977 0.00432143 0.0032392 0.00203012
internal_count=3910 2200 1803 1710 1361 1081 870 471
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=10
num_cat=0
split_feature=4 16 2 4 150 4 4 15 4
split_gain=2.07515e-05 2.53059e-05 3.25156e-05 5.91019e-05 5.68746e-05 6.14426e-05 0.000102711 5.91036e-05 2.53105e-05
threshold=0.27608500000000008 -0.38486499999999996 0.10910500000000002 -0.08422499999999998 0.086420000000000011 -1.0000000180025095e-35 0.070230000000000015 0.084050000000000014 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 7 -7 -5 -3
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.015644283132253474 0.010791348872784035 -0.0059037151918287338 0.012420240391883698 0.031384768311530357 -0.018313808246081545 -0.025747494539631856 0.016109088101278906 0.00080197250611111718 -0.027689641631912173
leaf_weight=0.0011474808131044191 0.0015437139302975711 0.0010557122185660022 0.0017473624994205446 0.0014192947513550795 0.0010784303683287364 0.0011625951119004505 0.0011826185681250035 0.0011390663166330091 0.0010776033028963947
leaf_count=182 441 193 466 670 202 370 97 796 493
internal_value=0 -0.00158902 4.62505e-05 -0.00261807 0.00247819 0.00705092 -0.00464052 0.0177683 -0.0169085
internal_weight=0 0.0110102 0.00986268 0.00811532 0.00598201 0.00490357 0.00234521 0.00255836 0.00213332
internal_count=3910 3469 3287 2821 2135 1933 467 1466 686
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=9
num_cat=0
split_feature=159 2 12 160 151 15 16 3
split_gain=2.30421e-05 3.43069e-05 6.4507e-05 5.79138e-05 7.24136e-05 9.87549e-05 0.000107468 5.74679e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.096485000000000015 0.088785000000000017 -0.035524999999999994 1.0000000180025095e-35 0.081265000000000018 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -3 6 -6 -2
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=-0.013530972541450201 -0.031365885299116318 -0.021902730612324717 0.015568675703806295 0.023098334236548265 0.032086924945287157 -0.015650295505770035 -0.0046058458588577522 -0.0029237490127978823
leaf_weight=0.0011528045686281978 0.0011177421923700382 0.0011205826299382389 0.0010363444959303712 0.001478748022241929 0.0018235130394728427 0.0014131198133592203 0.0014196195955801685 0.0019493068675073579
leaf_count=633 781 336 179 266 547 486 325 357
internal_value=0 0.00130696 -0.00600082 0.00543987 0.000919676 0.00641216 0.0160254 -0.0132891
internal_weight=0 0.011359 0.00410339 0.00725558 0.00577684 0.00465625 0.00324313 0.00306705
internal_count=3910 3277 1317 1960 1694 1358 872 1138
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=10
num_cat=0
split_feature=47 4 1 1 4 1 48 4 2
split_gain=1.93717e-05 5.88355e-05 7.46557e-05 8.11332e-05 4.56525e-05 5.67285e-05 5.59884e-05 4.09839e-05 4.41913e-05
threshold=0.11926500000000002 0.25367000000000006 0.11215000000000001 0.095575000000000007 -0.076329999999999995 0.086560000000000012 0.08407000000000002 -0.08422499999999998 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.014300136104651024 -0.013039426949525177 0.016921188449547656 -0.025061775644465396 0.02546487600262063 -0.015147108633525029 -0.028254723874351618 0.015643331264456963 0.021289825800333211 0.013605642976691699
leaf_weight=0.0012966556662448569 0.0010517636825002072 0.001957978890487177 0.0012337697575078273 0.0011900804787236333 0.0013530360767687014 0.0012109488916822856 0.0010479765728830994 0.0011114492770839058 0.001009110433677074
leaf_count=552 145 500 223 385 970 265 292 527 51
internal_value=0 0.00114365 -0.00212431 0.00131877 -0.00276931 -0.010608 -0.00170792 0.00551613 -0.00208727
internal_weight=0 0.011411 0.00945303 0.00821926 0.00702918 0.00361196 0.00240101 0.00341722 0.00230577
internal_count=3910 3765 3265 3042 2657 1527 1262 1130 603
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=10
num_cat=0
split_feature=12 159 12 2 15 48 0 3 12
split_gain=1.91498e-05 2.60027e-05 7.91727e-05 6.49678e-05 6.65918e-05 5.20715e-05 6.28546e-05 5.96003e-05 3.83497e-05
threshold=0.10852500000000001 -1.0000000180025095e-35 0.097345000000000015 0.086545000000000025 -0.017214999999999998 0.082070000000000018 -0.19631499999999999 -0.010319999999999998 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 -5
right_child=-2 2 -4 5 -6 6 -8 -9 -10
leaf_value=-0.013517282035204357 -0.013091990693230693 -0.02856046234062137 0.02682678424104757 0.020547540151788841 0.00095889393590325653 -0.0009055629913998607 0.029017819399254182 -0.022272956861143722 -0.0065795980680809583
leaf_weight=0.001094888340938612 0.0010320438230461788 0.001385326394935817 0.0012006846541017984 0.0010168976444980542 0.0017044285133440259 0.0012861825044901409 0.0015454125955726879 0.0010825822632164334 0.0010689584266070707
leaf_count=576 319 405 306 325 755 73 354 267 530
internal_value=0 0.00113376 0.00269261 -0.000495313 -0.0122764 0.00557145 0.0154259 -0.00323531 0.00664544
internal_weight=0 0.0113854 0.0102905 0.00908979 0.00308975 0.00600003 0.0028316 0.00316844 0.00208586
internal_count=3910 3591 3015 2709 1160 1549 427 1122 855
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=9
num_cat=0
split_feature=42 133 15 3 16 15 16 4
split_gain=2.18475e-05 3.41284e-05 7.53961e-05 4.17026e-05 6.94446e-05 6.93112e-05 9.31733e-05 3.50502e-05
threshold=0.092145000000000019 0.065880000000000008 0.085285000000000014 -0.100615 -0.19424999999999998 -0.017214999999999998 -0.055679999999999993 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -3
right_child=-2 7 -4 4 5 -7 -8 -9
leaf_value=0.017423482707208861 -0.0098941628076692559 0.026245363182576656 -0.026840654836134698 -0.023355399659353859 0.0087080330828943047 0.020829554608056279 -0.027203035873817779 0.00067294193123600252
leaf_weight=0.0014714127772896841 0.0019047319882418466 0.001034085296527429 0.0010045120669148712 0.0011567718028893973 0.0019232119238695709 0.0016082078514206319 0.0011572341782012437 0.0011127047518942161
leaf_count=320 832 191 580 224 268 434 329 732
internal_value=0 0.00174937 -0.00115079 0.00237611 -0.00141162 0.00400229 -0.00478271 0.0129909
internal_weight=0 0.0104681 0.00832135 0.00731684 0.00584543 0.00468865 0.00308045 0.00214679
internal_count=3910 3078 2155 1575 1255 1031 597 923
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=10
num_cat=0
split_feature=4 43 0 16 4 1 49 151 2
split_gain=2.26388e-05 3.68707e-05 4.66687e-05 3.54571e-05 5.17733e-05 5.38072e-05 4.16788e-05 7.55943e-05 9.37816e-05
threshold=-0.48072499999999996 -0.24333999999999997 -0.035699999999999989 0.081265000000000018 -0.082054999999999975 1.0000000180025095e-35 -0.047309999999999998 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -9
right_child=1 2 -4 -5 5 6 7 8 -10
leaf_value=-0.014301896473248402 -0.016325382966424239 0.022596186918911475 0.019746902088649404 -0.016863954286758683 -0.017040817607057557 0.019109305444030986 -0.023871764066051362 -0.01287536970864965 0.025008138868031701
leaf_weight=0.0010208121636011884 0.0010799477362690392 0.0011191629129962679 0.0014464378792084934 0.0010518320676673239 0.0015388240808796106 0.0013834651804525491 0.0010544422150546057 0.0011968069163453159 0.0014393360493709694
leaf_count=208 198 527 269 413 1151 245 160 480 259
internal_value=0 0.00124767 0.00310275 0.000361958 0.00270529 -0.00066104 0.00430651 -0.00124252 0.00780905
internal_weight=0 0.0113103 0.0102303 0.00878387 0.00773204 0.00661287 0.00507405 0.00369059 0.00263614
internal_count=3910 3702 3504 3235 2822 2295 1144 899 739
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=10
num_cat=0
split_feature=11 43 160 4 0 16 0 1 4
split_gain=2.17759e-05 2.43978e-05 4.0911e-05 4.44945e-05 8.24544e-05 3.75709e-05 7.55786e-05 8.72241e-05 7.41687e-05
threshold=0.079700000000000007 -0.16369999999999998 0.099550000000000013 -0.34687499999999999 -0.06402999999999999 -0.08286499999999998 -0.18901999999999997 0.08844500000000001 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -7
right_child=-2 2 -4 4 -6 8 7 -9 -10
leaf_value=0.012861697567734885 -0.014105972818969359 -0.016085230764679371 -0.019378022779284066 -0.014266312902050242 0.030571485230468032 -0.029181539202462015 0.00058355436135387251 0.038054500118632928 0.0046725861398307601
leaf_weight=0.0015534246140564397 0.0010094791570578543 0.0012211863000508513 0.0010399596561925595 0.0011670499752331476 0.0010438289879357073 0.0010689707032379887 0.001465256337921823 0.0010784514211884782 0.0016399220439449757
leaf_count=246 254 179 287 125 359 1160 658 276 366
internal_value=0 0.00122447 -0.000634479 0.00161 0.00450532 0.000266985 0.00680332 0.01647 -0.00868677
internal_weight=0 0.0112781 0.00972463 0.00868467 0.00746348 0.00641965 0.00371076 0.00254371 0.00270889
internal_count=3910 3656 3410 3123 2944 2585 1059 934 1526
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=11
num_cat=0
split_feature=484 133 16 16 12 0 52 16 13 1
split_gain=8.13939e-05 8.62389e-05 7.99429e-05 0.000100937 0.00010248 7.83868e-05 5.95237e-05 6.32554e-05 8.06878e-05 9.31103e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.014099999999999998 0.3935300000000001 0.092150000000000024 -0.090939999999999979 0.090640000000000012 -0.083564999999999987 -0.083654999999999993 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 8 -2 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00052489617273020585 0.00045716728264762565 -0.00052075482647703233 0.00063179762733657626 -0.00018236434337532006 0.00096866012991751683 -5.0540638825711223e-05 -0.00044740695887935435 -0.00037604186195507126 0.00029200804407232702 -0.00038635127751469959
leaf_weight=0.0010899124072172991 0.0017836618546028691 0.0010029968557604902 0.0011135748245643708 0.0013956291932264416 0.0010106284754760461 0.0015458864843045138 0.0012293904054323287 0.0012102311210763599 0.0014755331870792668 0.0016454131131267142
leaf_count=627 347 471 159 303 178 464 517 359 255 230
internal_value=0 3.22828e-05 7.69804e-05 0.000266471 0.00043715 0.000235169 -5.37216e-05 2.5429e-05 0.000124494 -6.56339e-05
internal_weight=0 0.0134129 0.0124099 0.00506572 0.00367009 0.00265946 0.00734423 0.00611484 0.00490461 0.00312095
internal_count=3910 3283 2812 1104 801 623 1708 1191 832 485
is_linear=0
shrinkage=0.00196078


Tree=4415
num_leaves=12
num_cat=0
split_feature=484 133 484 16 2 16 2 151 1 1 16
split_gain=0.000131017 8.6868e-05 8.9765e-05 0.000116591 0.000106809 9.55502e-05 7.68295e-05 0.000117244 0.000187147 9.09079e-05 5.67484e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088465000000000016 -0.014099999999999998 0.081110000000000015 0.10994000000000002 0.085255000000000011 -0.0088999999999999982 0.10134000000000001 0.092550000000000007 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 9 -8 10 -2 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.00069256821790649467 0.00060180491366869815 -0.00050984110471084256 -0.00047797957096940366 -5.4490319202168402e-05 0.0010135458690997141 0.00030820466577650144 -0.00067816382574572339 1.5166177464052531e-05 0.00068769778959797449 -0.00011297124086659602 -0.00060059891843355169
leaf_weight=0.0010219829352598403 0.001325522610309171 0.0010448776192732443 0.0010306520519243094 0.0015494670595698297 0.0011864839492756168 0.0019552236759566265 0.0013107964777605329 0.0011148197573848553 0.0010762646931294813 0.0014137278901066388 0.0011892538292088734
leaf_count=612 427 472 310 258 307 366 178 111 155 228 486
internal_value=0 3.4319e-05 7.75498e-05 0.000124784 0.000366802 0.000574581 -2.80136e-05 -0.000180371 1.26579e-05 0.000232909 -0.000302663
internal_weight=0 0.0141971 0.0131522 0.0121216 0.00469117 0.00314171 0.00743039 0.00469113 0.00338034 0.00273925 0.00230407
internal_count=3910 3298 2826 2516 931 673 1585 930 752 655 597
is_linear=0
shrinkage=0.00196078


Tree=4416
num_leaves=8
num_cat=0
split_feature=42 133 15 1 3 1 4
split_gain=1.96219e-05 3.19546e-05 5.52253e-05 4.4672e-05 9.1297e-05 4.76345e-05 2.69515e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.094485000000000013 0.11265500000000002 0.086560000000000012 -0.082054999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -3
right_child=-2 6 -4 4 -6 -7 -8
leaf_value=0.0043793407078108956 -0.0094013820315195645 0.024266249810024176 -0.017122204877065169 0.026763758614146385 -0.0059340429786634043 -0.020747879172526205 0.0017958281645555044
leaf_weight=0.0019056681872140786 0.001897966995489545 0.0010237445322901651 0.0017180261036589548 0.0017636268188242525 0.001655492261749468 0.0012488895077332959 0.00111528437290316
leaf_count=484 832 191 824 387 252 208 732
internal_value=0 0.00165283 -0.0011584 0.00301373 0.0109319 -0.00556853 0.0125502
internal_weight=0 0.0104307 0.0082917 0.00657368 0.00341912 0.00315456 0.00213903
internal_count=3910 3078 2155 1331 639 692 923
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=12
num_cat=0
split_feature=484 48 4 0 47 4 42 4 1 4 15
split_gain=0.000127479 9.84171e-05 0.000144509 9.26206e-05 4.39706e-05 8.8012e-05 0.000124503 6.56728e-05 9.91949e-05 5.0173e-05 1.97303e-06
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.23029999999999998 0.09550500000000002 -1.0000000180025095e-35 0.060615000000000009 -0.049279999999999997 0.081005000000000008 -0.15796999999999997 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 10 8 9 -5 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00065550153225888037 0.00059033236128047098 -0.0005334855649030448 0.00072716711577738478 0.00032961231373747937 0.00026432561652363953 -0.00070696351253860597 0.00014482673375058947 0.00043871299559945364 -0.00048974910239277312 -0.00014325759955157851 -0.00058398305358377635
leaf_weight=0.0010887839479717899 0.001008299503270753 0.0010650934792017083 0.0012269413056359606 0.0019999450661599867 0.0016597194502619072 0.0010034637799419934 0.0012400370380424627 0.0013418868388608242 0.0014110921811017652 0.0015170519968906036 0.0010027726920467358
leaf_count=612 53 137 368 80 190 205 220 596 545 812 92
internal_value=0 4.02031e-05 8.57644e-05 2.1176e-05 -3.01735e-05 -8.15368e-05 -0.000343601 5.41468e-05 -5.0568e-05 0.000125641 -0.000645494
internal_weight=0 0.0144763 0.0134112 0.0121843 0.011176 0.00951625 0.00324627 0.00626998 0.00492809 0.003517 0.00200624
internal_count=3910 3298 3161 2793 2740 2550 517 2033 1437 892 297
is_linear=0
shrinkage=0.00196078


Tree=4418
num_leaves=10
num_cat=0
split_feature=12 52 42 43 133 16 52 160 4
split_gain=2.10402e-05 5.61989e-05 4.54633e-05 4.0438e-05 5.93596e-05 5.00082e-05 0.000100965 3.15409e-05 5.39777e-05
threshold=0.092365000000000017 1.0000000180025095e-35 0.086125000000000021 -0.093039999999999984 0.083815000000000014 -0.19424999999999998 1.0000000180025095e-35 -0.025614999999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.013744255511252577 0.017772812745470722 -0.025521559700873244 -0.011453480121875583 -0.014632015452237324 0.02510955359691551 0.011110547485781377 0.029380196420637297 -0.021552180643023413 0.0080013015186681073
leaf_weight=0.001326038127438557 0.0010133817136609854 0.0010858047837571123 0.0011210393384006475 0.0015097626977368253 0.0012505311172999311 0.0011661023673352686 0.0013616898982050582 0.0014302550844138499 0.0010882405649817923
leaf_count=346 356 488 333 289 673 255 580 481 109
internal_value=0 -0.00699969 0.0024226 0.00240117 0.00514366 0.00133527 0.00611241 -0.0024865 -0.00878214
internal_weight=0 0.00322023 0.00213442 0.00913262 0.00780658 0.00655605 0.00504629 0.0036846 0.0025185
internal_count=3910 1177 689 2733 2387 1714 1425 845 590
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=10
num_cat=0
split_feature=42 49 2 151 42 16 4 4 1
split_gain=1.97585e-05 3.65974e-05 8.92229e-05 6.48397e-05 5.77455e-05 8.19117e-05 8.82581e-05 0.000117978 9.46395e-06
threshold=-1.0000000180025095e-35 -0.047894999999999993 0.092865000000000017 -0.03268999999999999 0.091955000000000023 -0.23935499999999996 -1.0000000180025095e-35 -0.12499499999999999 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 -5 7 -7 -1
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.015713820245381548 0.030045110028838362 -0.024067448662285069 -0.0089179727612078222 0.032414269348480414 -0.016160839553176855 -0.0054989565123199809 -0.017796017011541338 0.036324195087007266 -0.0021064604285167764
leaf_weight=0.0010389895524945941 0.0013141792244361335 0.0010990348099226589 0.0010631932846386003 0.0010124230362274413 0.0013779788067383213 0.0016477688270778151 0.0016077658953875919 0.0011418795151956814 0.0010060294596544441
leaf_count=844 242 343 208 188 730 288 256 595 216
internal_value=0 0.00174439 0.0126203 -0.00153398 0.00211448 0.00676951 0.000865285 0.0116204 -0.0090198
internal_weight=0 0.0102642 0.00237737 0.00788685 0.00678782 0.00540984 0.00439741 0.00278965 0.00204502
internal_count=3910 2850 450 2400 2057 1327 1139 883 1060
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=12
num_cat=0
split_feature=484 133 40 42 2 2 2 16 16 16 16
split_gain=0.000102124 0.000112385 0.00010421 0.00011917 6.68094e-05 7.2355e-05 6.85701e-05 6.35778e-05 8.96399e-05 5.50215e-05 6.30501e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.10869000000000002 0.11462500000000002 0.086545000000000025 -0.089864999999999987 -0.022939999999999999 -0.014099999999999998 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -9 10 -8
right_child=1 -3 3 4 5 -7 9 8 -10 -11 -12
leaf_value=-0.00060340281422695849 0.00068626970818665709 -0.00059481289642274084 -0.00053612848517145333 -0.0003593790321850682 -0.00053994599606812545 9.4590919679748102e-05 0.00048273376031714475 0.00054935923097229643 -0.00017359326504712519 0.00063135374261651936 -0.00015531193334840141
leaf_weight=0.0010463217143647117 0.001006544428505062 0.0010227055253831411 0.0012801489879331008 0.0012643462128828138 0.001154185920503187 0.0017212364669720731 0.0012220350150675564 0.0012744517605362165 0.0013662969647494714 0.0017283572939821839 0.0011612937841986347
leaf_count=612 243 472 334 302 126 368 144 299 317 392 301
internal_value=0 3.13391e-05 7.99296e-05 2.97907e-05 9.63026e-05 -0.00016011 0.000188272 2.19518e-06 0.000175311 0.000364999 0.000171841
internal_weight=0 0.0142016 0.0131789 0.0121724 0.0108922 0.00287542 0.00801678 0.00390509 0.00264075 0.00411169 0.00238333
internal_count=3910 3298 2826 2583 2249 494 1755 918 616 837 445
is_linear=0
shrinkage=0.00196078


Tree=4421
num_leaves=12
num_cat=0
split_feature=133 40 42 484 15 16 16 52 12 3 0
split_gain=6.56758e-05 8.30614e-05 8.12198e-05 7.68671e-05 8.13748e-05 7.91781e-05 0.000144149 9.93563e-05 0.0001057 9.01285e-05 9.1023e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.090325000000000003 -0.19424999999999998 -0.52488999999999997 1.0000000180025095e-35 0.086935000000000012 0.090325000000000003 -0.074249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 9 -9 10 -7
right_child=-2 2 3 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.00056706912274438021 -0.00048867714349540899 -0.0004957619595141443 0.00021462075940954564 -0.00047643780647429297 0.00052777353020841812 -0.00050684004274702439 -0.000799449772878659 0.00086957614644114876 2.9430718806606682e-05 0.00033862404937895165 0.00020569451403778123
leaf_weight=0.0010144697292196999 0.0010193845294925166 0.0012254452879207961 0.0010428139905903772 0.0010259496229750075 0.0013894152716396697 0.0018887779584322295 0.0011153594916273367 0.0011606961755725054 0.0011424131950080445 0.0015317333380133582 0.0010853815510440863
leaf_count=253 545 367 138 298 413 676 192 264 313 157 294
internal_value=0 2.73036e-05 -1.61272e-05 3.55103e-05 8.62251e-05 1.78096e-05 -0.000309458 0.00012154 0.000452838 -4.77973e-05 -0.00024681
internal_weight=0 0.0136225 0.012608 0.0113825 0.0103566 0.00896718 0.00215817 0.006809 0.00230311 0.00450589 0.00297416
internal_count=3910 3365 3112 2745 2447 2034 330 1704 577 1127 970
is_linear=0
shrinkage=0.00196078


Tree=4422
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 13 3
split_gain=1.92245e-05 2.35605e-05 8.20966e-05 5.01691e-05 4.66268e-05 4.05691e-05 5.12149e-05 8.34385e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.088669999999999985 -0.094679999999999986 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.013901523730007331 -0.013228425723772003 -0.0074219154918887869 0.023720815279848467 0.016054562592958888 -0.023246942866242008 0.012731512447842401 -0.031148831566838533 0.001972436934122284
leaf_weight=0.0013082761794265974 0.0010163429052399931 0.0016968743715539691 0.0016890256258743066 0.0013075255232901139 0.0011967483686690615 0.0010529538744032379 0.0013743332672871795 0.0017031796452333797
leaf_count=329 254 115 604 421 230 184 1324 449
internal_value=0 0.00112855 0.00811335 -0.00184888 -0.00537676 -0.00144459 -0.00630528 -0.0128186
internal_weight=0 0.0113289 0.0033859 0.00794302 0.00663549 0.00543874 0.00413047 0.00307751
internal_count=3910 3656 719 2937 2516 2286 1957 1773
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=10
num_cat=0
split_feature=42 50 47 1 457 52 4 13 42
split_gain=2.01259e-05 3.80326e-05 4.26442e-05 4.76772e-05 5.71779e-05 5.94137e-05 0.000106118 0.00011604 1.29381e-05
threshold=-1.0000000180025095e-35 0.086465000000000014 0.087850000000000025 0.11198000000000001 0.082870000000000013 -0.031409999999999993 -1.0000000180025095e-35 -0.032264999999999995 -0.10080499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 7 -7 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00096358631576687359 -0.018625165201140017 -0.016703510407643955 -0.0093982375147630276 0.026164492183559249 0.021054137702801328 -0.0042585569209567667 -0.018725937318050299 0.042287708709463329 -0.016855759790985927
leaf_weight=0.00100129125743195 0.0014228266796174221 0.0010063401105507097 0.0019434916365967912 0.0011289722454898704 0.0014671940763548259 0.0010731097023586437 0.0011461354110406914 0.0010692762650988399 0.0010489180472951424
leaf_count=266 497 530 295 374 199 600 271 84 794
internal_value=0 0.00175866 0.00376701 0.00726841 0.00381563 -0.00155274 0.00583389 0.0189729 -0.00909426
internal_weight=0 0.0102573 0.00925101 0.00730751 0.00617854 0.00471135 0.00328852 0.00214239 0.00205021
internal_count=3910 2850 2320 2025 1651 1452 955 684 1060
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=9
num_cat=0
split_feature=159 4 47 15 52 13 15 0
split_gain=1.79287e-05 3.58156e-05 3.3636e-05 6.12757e-05 0.000106045 4.79118e-05 9.46612e-05 4.68662e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 0.09550500000000002 -0.0063699999999999989 -0.068164999999999989 -0.0101 0.035895000000000003 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -5
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.011952373676840728 0.0034888123801416586 0.017212219036944722 0.013015677024688838 0.02972860515328779 -0.033988933188267637 0.013755016227021917 -0.023338573858763745 0.0021726541899910476
leaf_weight=0.001145581014131339 0.0015581772098286319 0.0012391079261347198 0.0014909475006791842 0.0010097995850799836 0.0014646848289946602 0.0012898791249168142 0.001474342011361296 0.0015875154409774133
leaf_count=633 571 412 262 356 481 217 490 488
internal_value=0 0.00118665 -0.000824161 -0.00328522 -0.0146705 0.00313386 -0.00602945 0.012886
internal_weight=0 0.0111145 0.00987535 0.0083844 0.00302286 0.00536154 0.00276422 0.00259732
internal_count=3910 3277 2865 2603 1052 1551 707 844
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=12
num_cat=0
split_feature=158 41 159 133 43 42 16 52 2 1 16
split_gain=9.0298e-05 9.97716e-05 8.86966e-05 6.93598e-05 9.14444e-05 7.85165e-05 8.49883e-05 7.25013e-05 0.000112357 0.000199955 8.73574e-05
threshold=0.084710000000000021 0.075585000000000013 0.08764000000000001 -0.090054999999999982 0.0016850000000000001 0.091145000000000018 0.054425000000000008 1.0000000180025095e-35 0.10796500000000002 0.094385000000000011 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00045143007835891008 -0.00058187598016250393 -0.00056604713006668526 0.00062319596140553298 0.00011634894591415122 0.00048089048902341907 0.00036920788527381923 -0.00047956009844637792 0.00035769690254345486 -0.00065103740309457165 0.00078198636926810267 -0.0006384162063406897
leaf_weight=0.0010744924832062795 0.0010043678334719147 0.0010180935345951601 0.0010310654707951688 0.0012106584113847851 0.0017591236788736539 0.0017637132310301404 0.0016811841288706846 0.0017354358517960135 0.0011243064552752076 0.0010364431297288654 0.0011492215249138201
leaf_count=425 433 189 270 150 253 468 400 628 132 168 394
internal_value=0 2.59576e-05 7.03872e-05 2.49144e-05 6.95763e-05 -5.00939e-06 -8.81631e-05 1.70165e-05 -0.000113768 6.40874e-05 -0.000251209
internal_weight=0 0.0145837 0.0135656 0.0125346 0.0114601 0.00970096 0.00793725 0.00625607 0.00452063 0.00339632 0.00235988
internal_count=3910 3477 3288 3018 2593 2340 1872 1472 844 712 544
is_linear=0
shrinkage=0.00196078


Tree=4426
num_leaves=9
num_cat=0
split_feature=2 0 43 49 51 0 160 4
split_gain=1.87137e-05 2.95393e-05 8.16178e-05 4.08098e-05 8.29323e-05 8.20537e-05 7.99144e-05 6.24271e-05
threshold=-1.0000000180025095e-35 -0.053834999999999994 0.061400000000000003 -0.00064499999999999985 -0.0084849999999999978 -0.11756999999999999 0.069910000000000014 -0.0037349999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -5 -6 -2 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=0.012554249704879471 -0.023968145859096748 -0.02211108396588873 0.013098139012479502 0.029985089209273633 -0.017242973589663837 -0.0014575121933165492 0.0092992361346652449 0.030378557576320433
leaf_weight=0.0010746571469298664 0.0014863513287770415 0.0019029009010126463 0.0010066625074646209 0.0012093259841532743 0.0016341167165292519 0.0015192460856433389 0.0014043116734174799 0.0010359164707872417
leaf_count=280 453 456 71 460 295 1345 180 370
internal_value=0 -0.00126047 -0.00992925 0.0017823 0.00691661 0.000257394 -0.00780653 0.0114495
internal_weight=0 0.0111988 0.00290956 0.00828927 0.00539861 0.00418928 0.00289066 0.00255516
internal_count=3910 3630 527 3103 2470 2010 633 1715
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=12
num_cat=0
split_feature=48 4 15 3 16 2 43 12 49 52 4
split_gain=6.94722e-05 8.37317e-05 7.47107e-05 0.000105888 0.000175111 0.000104061 0.00011663 7.73735e-05 8.877e-05 8.16366e-05 4.2466e-05
threshold=0.11930500000000001 0.28937500000000005 -0.10981499999999998 0.097615000000000021 0.23932500000000004 0.097575000000000009 -0.17307499999999998 0.090480000000000019 -1.0000000180025095e-35 0.071660000000000015 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -8 10 -10
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00047075361146501515 -0.00048947966302004232 0.00048756179371755865 0.00064463306711209976 0.00096132588512086686 -0.00015696352670188364 -0.00048364697805452079 -0.0003990473691572714 -0.00051196423814546142 -0.00029732243475632966 0.00063445997407694907 0.00026364128577938671
leaf_weight=0.0012969588799959563 0.0010874469328481318 0.0013569830275244324 0.0010453891908707323 0.0011040037280175058 0.0010507106759758966 0.0018385725391021701 0.0012272025758440549 0.0011924553722738518 0.0010249634611460838 0.0011691300768455017 0.0010507067960563929
leaf_count=293 161 388 144 110 70 604 355 663 531 514 77
internal_value=0 2.58999e-05 -2.63054e-05 2.75509e-05 0.000416011 -7.03642e-05 4.28799e-05 -6.81751e-05 5.01608e-05 0.000220054 -1.33619e-05
internal_weight=0 0.0133571 0.0120001 0.0107031 0.00215471 0.00854842 0.00670985 0.00566446 0.004472 0.0032448 0.00207567
internal_count=3910 3749 3361 3068 180 2888 2284 2140 1477 1122 608
is_linear=0
shrinkage=0.00196078


Tree=4428
num_leaves=12
num_cat=0
split_feature=48 48 51 0 2 15 15 43 16 12 15
split_gain=5.81921e-05 7.96776e-05 8.61309e-05 7.44044e-05 6.24957e-05 5.9404e-05 9.46658e-05 8.66683e-05 0.000156288 4.87008e-05 4.34012e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -0.017214999999999998 -0.088379999999999986 -0.17307499999999998 0.15737500000000001 0.084100000000000022 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7 9 -9 -11
right_child=-2 -3 -4 4 5 7 -8 8 -10 10 -12
leaf_value=0.00044493535574080577 -0.0004390118121398146 0.00053985120409001804 -0.00052568809718231608 0.00041941901185785007 -2.3085820686885183e-05 0.0004853119130133137 -0.00079244006323658507 0.00045142357251936666 -0.0007245172195708495 -0.00034087379622453243 0.00021068698213552647
leaf_weight=0.0015016442497744085 0.0010930020663472333 0.0010886231615492683 0.0011447724743100995 0.0010748351417007524 0.0015350479781250427 0.0012462773851819554 0.0010257966897055481 0.0011087430164193782 0.0011436380160725662 0.0010494583175500152 0.0011490423338912554
leaf_count=152 161 239 357 244 549 124 447 245 176 572 644
internal_value=0 3.19591e-05 -1.41959e-05 3.98484e-05 -2.53297e-05 -8.32168e-05 -0.000331266 2.82801e-05 -9.9692e-05 0.000116371 -5.26016e-05
internal_weight=0 0.0130679 0.0119793 0.0108345 0.00933284 0.008258 0.00256084 0.00569716 0.00445088 0.00330724 0.0021985
internal_count=3910 3749 3510 3153 3001 2757 996 1761 1637 1461 1216
is_linear=0
shrinkage=0.00196078


Tree=4429
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 47 2 15 43 0 3
split_gain=0.000113436 9.09912e-05 8.72731e-05 7.1087e-05 0.000108634 7.52183e-05 0.000109526 9.15751e-05 8.70109e-05 6.44941e-05 6.39645e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087270000000000014 0.086425000000000016 0.095195000000000016 -0.10469999999999999 -0.083094999999999988 -0.10071499999999999 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -7 -5 -10 -8
right_child=1 -3 3 4 -6 7 10 -9 9 -11 -12
leaf_value=-0.00064927233636393334 0.00062713318980590817 -0.00052980533491864322 -0.00042174285755723997 0.00093903392508322317 -0.00052566114386393224 -0.00058960183808451382 -0.00029694296182796815 0.00019395681677809168 0.00054136526010308721 -1.9559271286133945e-05 0.00027016386607476135
leaf_weight=0.0010042755530110603 0.0010236672067113822 0.0010226970177537936 0.0012013750885097258 0.0010462900867927996 0.0010242341925133592 0.0010511131036997274 0.0016718594051471801 0.0012618862341241964 0.0017390755702369073 0.0014411550951403227 0.0014091814606821519
leaf_count=612 261 472 332 176 296 106 433 162 138 728 194
internal_value=0 3.31213e-05 7.78541e-05 3.0389e-05 8.14168e-05 0.000146048 0.00024359 -0.000162121 0.000448546 0.000287176 -3.75642e-05
internal_weight=0 0.0138925 0.0128698 0.0118462 0.0106448 0.00962056 0.00730756 0.002313 0.00422652 0.00318023 0.00308104
internal_count=3910 3298 2826 2565 2233 1937 1669 268 1042 866 627
is_linear=0
shrinkage=0.00196078


Tree=4430
num_leaves=10
num_cat=0
split_feature=11 43 1 13 42 52 16 1 16
split_gain=1.86353e-05 2.61088e-05 4.05999e-05 6.90597e-05 5.07067e-05 4.80024e-05 4.75177e-05 7.70668e-05 3.11014e-05
threshold=0.079700000000000007 -0.16369999999999998 0.088010000000000019 -0.080649999999999986 0.084100000000000022 0.086950000000000013 -0.094359999999999986 0.11183500000000002 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 -5 -8 -3
right_child=-2 2 3 6 -6 -7 7 -9 -10
leaf_value=0.013059411000619407 -0.013015170737324049 0.019594975804004405 0.02625545235785498 -0.019038028977165014 -0.023626792518492656 -0.017999831361336909 0.02006569968984577 -0.01415538016691352 -0.0037674646932064253
leaf_weight=0.001571332083930922 0.0010200171782822195 0.001092850792003844 0.001210850087834209 0.0010692529892279089 0.0013755683514095774 0.0011019258173843387 0.0015848835908959869 0.0011253572748047582 0.0011906450441626943
leaf_count=246 254 146 431 214 1041 341 467 197 573
internal_value=0 0.00109705 -0.000830572 0.00547194 -0.0074367 -0.000858329 -0.00118654 0.00585628 0.00741349
internal_weight=0 0.0113227 0.00975133 0.00499034 0.00476099 0.00338542 0.00377949 0.00271024 0.0022835
internal_count=3910 3656 3410 1309 2101 1060 878 664 719
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=11
num_cat=0
split_feature=48 16 15 0 1 0 1 13 2 52
split_gain=5.43648e-05 8.26636e-05 9.49557e-05 8.42424e-05 0.000165501 9.10913e-05 6.72116e-05 6.48417e-05 4.44896e-05 6.51432e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 -0.10575999999999998 0.091845000000000024 -0.084304999999999977 0.081005000000000008 -0.0016149999999999999 0.10113500000000002 0.088900000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 8 -8 9 -7
right_child=-2 2 3 5 -6 6 7 -9 -10 -11
leaf_value=0.00044622649917015961 -0.00043352844077232296 -0.00053731301152430352 -4.6338502899519075e-05 -0.0005291614157842871 0.00088827834459594189 4.1869222132042153e-05 8.3710867399018155e-05 -0.00059181439279599047 -8.1867969507380702e-05 0.00073401297595495588
leaf_weight=0.0015966005118377468 0.0010596437925509796 0.0012622142008903671 0.0019589276178899207 0.0014224111238002619 0.0011596682246674149 0.0010829560090055415 0.0011322119209567416 0.0010556660449247499 0.0013368355929247178 0.0010107376963643588
leaf_count=298 161 388 189 912 161 426 499 299 310 267
internal_value=0 2.83221e-05 -3.00957e-05 3.29214e-05 0.000301204 -8.59093e-05 2.63087e-05 -0.000242235 0.000197577 0.000376004
internal_weight=0 0.0130182 0.0114216 0.0101594 0.0031186 0.00704082 0.00561841 0.00218788 0.00343053 0.00209369
internal_count=3910 3749 3451 3063 350 2713 1801 798 1003 693
is_linear=0
shrinkage=0.00196078


Tree=4432
num_leaves=9
num_cat=0
split_feature=4 151 16 133 1 0 0 1
split_gain=1.77431e-05 3.16514e-05 5.12878e-05 5.69838e-05 4.38352e-05 4.33885e-05 7.29242e-05 4.97914e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.036599999999999987 0.086560000000000012 -0.053834999999999994 0.12500000000000003 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.010005863780838342 0.010090075219340524 -0.0031359433899904791 0.022360846156364803 -0.0050694823793563729 -0.02838249474393665 -0.032645644514783662 0.0041018520750686731 0.022263962091775256
leaf_weight=0.0019631073489914082 0.0015094799094015213 0.0014205831470564785 0.0010433409983379993 0.0018687134243983274 0.0013331180057952561 0.0010663257282823176 0.0010941452440122279 0.0010358742480059231
leaf_count=556 441 444 451 1251 163 331 65 208
internal_value=0 -0.00148294 -0.00402791 0.00107989 -0.0153583 -0.00330374 -0.0140353 0.00467855
internal_weight=0 0.0108252 0.0088621 0.0061084 0.0027537 0.00506506 0.00216047 0.00290459
internal_count=3910 3469 2913 2306 607 1855 396 1459
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=13
num_cat=0
split_feature=484 133 42 43 160 133 160 52 2 4 4 2
split_gain=0.000100556 6.4122e-05 6.81843e-05 0.000117994 8.44375e-05 7.28724e-05 0.000136219 0.000124705 0.000136723 0.00021054 8.06684e-05 0.000143472
threshold=-0.0043499999999999988 0.10681500000000001 -0.10770999999999999 -0.15109999999999998 0.099550000000000013 -0.090054999999999982 -0.083654999999999993 0.09716000000000001 0.10796500000000002 0.074650000000000008 -0.00072999999999999985 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 10 11 -8
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00061389133427905255 -0.00042551037268188073 -0.00044611848729384163 0.00067034298727221221 -0.00036805391040770031 -0.00049952112921401856 -0.00048442724231271617 0.00082432218890419605 0.00087397090869803171 -0.00035875154551121978 0.0010403357986593239 -0.00028428174006078159 -0.00020583450114899948
leaf_weight=0.0010055438828240814 0.0010001778013136115 0.0010145353269044805 0.0012777752772591055 0.0011414475193990076 0.0010105861784097366 0.0010953047696407427 0.0010671148409913756 0.0010744690180950955 0.0015276509859251794 0.0011618919918126259 0.0014151102028384615 0.0010133942435960066
leaf_count=612 189 472 152 442 121 447 368 100 352 164 146 345
internal_value=0 2.83613e-05 6.60132e-05 0.000107729 3.93083e-05 9.66495e-05 0.000160137 0.000257386 0.000150275 0.000317234 7.68862e-05 0.000322544
internal_weight=0 0.0137995 0.0127849 0.0117847 0.010507 0.00949638 0.00835494 0.00725963 0.00618516 0.00465751 0.00349562 0.00208051
internal_count=3910 3298 2826 2637 2485 2364 1922 1475 1375 1023 859 713
is_linear=0
shrinkage=0.00196078


Tree=4434
num_leaves=13
num_cat=0
split_feature=484 42 47 16 0 12 48 16 15 15 15 16
split_gain=0.000124911 6.06591e-05 8.03022e-05 8.50202e-05 9.04954e-05 0.000132869 7.60755e-05 9.50999e-05 9.70504e-05 5.31786e-05 3.2361e-05 3.19721e-05
threshold=-0.0043499999999999988 0.10217500000000002 0.09550500000000002 -0.014099999999999998 -0.10783 0.085185000000000025 0.087945000000000009 -0.083144999999999983 -0.029114999999999999 0.088495000000000018 -0.10192499999999999 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2 -10 -4 -7
right_child=1 -3 10 4 5 11 -8 -9 9 -11 -12 -13
leaf_value=-0.0006732871067981252 0.00056842260107497144 -0.00042342938394740638 0.00064934982484913726 0.00071069409954481987 -0.00046464837655956805 0.00059104030983745954 -0.00055795258107824413 -0.00051920504583352839 -0.00043441815852278317 0.0001736143144810464 0.00018105513198224187 0.00010589119541147904
leaf_weight=0.0010103439041530523 0.0012577365094270832 0.0010002953423967871 0.0011201077275702306 0.0010620027078775251 0.0012093578324248802 0.0010598857048718319 0.0013440000242058428 0.0011405270102105092 0.0010472973784065955 0.00117177801746704 0.0011496318082154515 0.0010295661491736448
leaf_count=612 401 413 121 116 370 258 167 572 334 163 146 237
internal_value=0 4.13154e-05 7.82346e-05 4.80837e-06 0.000212871 5.26041e-05 -0.000147393 -2.78882e-05 0.000133283 -0.000113348 0.000412157 0.000351986
internal_weight=0 0.0135922 0.0125919 0.0103222 0.00436081 0.00329881 0.00596134 0.00461734 0.00347681 0.00221908 0.00226974 0.00208945
internal_count=3910 3298 2885 2618 981 865 1637 1470 898 497 267 495
is_linear=0
shrinkage=0.00196078


Tree=4435
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 1 151 4 13 13 16 4
split_gain=9.42464e-05 9.54665e-05 7.78886e-05 8.94952e-05 9.41119e-05 8.26128e-05 7.02977e-05 0.000149243 6.07636e-05 0.000105043 3.76275e-05 9.61407e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.099550000000000013 0.092550000000000007 -0.0060399999999999994 0.08734500000000002 -0.028919999999999998 -0.09547499999999999 -0.008069999999999999 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 9 -5 11 -10
right_child=1 -3 3 4 -6 6 7 -9 10 -11 -12 -13
leaf_value=-0.00057387843803394765 0.00060355242174271685 -0.00054152546472182044 -0.00046317744090343692 0.00045642689687960385 -0.00046574371558646721 -0.00050856210688018217 -0.0003758407039899403 0.00049577301032328262 -7.8322959033160245e-05 -0.00033137891250636193 0.00078241181078207017 0.00076546896739806036
leaf_weight=0.00104688247610086 0.0010113920818786799 0.0010214602020166648 0.0012343827515544628 0.0013710331283253189 0.0010439845177446011 0.0010130483278008758 0.0014192693935062214 0.0016143878354405701 0.0010673351416478844 0.0012385358181098193 0.0010863307229268312 0.0010108188201946866
leaf_count=612 248 472 333 168 114 166 327 256 282 691 153 88
internal_value=0 3.58428e-05 8.08265e-05 3.71307e-05 9.39725e-05 0.000153472 -6.13455e-05 8.79963e-05 0.000304026 8.25239e-05 0.000486686 0.000332099
internal_weight=0 0.014132 0.0131105 0.0120991 0.0108647 0.00982076 0.00404671 0.00303366 0.00577405 0.00260957 0.00316448 0.00207815
internal_count=3910 3298 2826 2578 2245 2131 749 583 1382 859 523 370
is_linear=0
shrinkage=0.00196078


Tree=4436
num_leaves=12
num_cat=0
split_feature=484 133 484 16 16 2 52 160 2 133 0
split_gain=9.58841e-05 7.35522e-05 8.82487e-05 0.000176078 0.000162957 0.000101233 6.13022e-05 4.34954e-05 7.10968e-05 0.000120701 0.000116115
threshold=-0.0043499999999999988 0.10681500000000001 0.088645000000000015 -0.014099999999999998 0.3935300000000001 0.092340000000000019 0.090640000000000012 0.086110000000000006 0.10796500000000002 -1.0000000180025095e-35 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 -2 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00059553663929722575 -0.00030628603082913841 -0.00048288904617991446 -0.00049317715520863557 0.00030608716631459298 -0.00017233094063367517 0.00098855313589827579 -0.00050558604984188846 -0.00035001525482599783 -0.00030826338073696401 0.00089849473293747407 5.1072246688737276e-05
leaf_weight=0.0010250477252064542 0.0011512918260805781 0.0010128749771555921 0.0010012609453681339 0.0017066625755021519 0.0013247596651341023 0.0016373508054384795 0.0010980766380775508 0.0011288269558073572 0.0013492352269744426 0.0012055486075657207 0.0012835090507194425
leaf_count=612 526 472 303 401 292 245 404 124 203 102 226
internal_value=0 2.58789e-05 6.58678e-05 0.000112964 0.000409679 0.000640247 -7.89986e-05 -2.43859e-06 7.6196e-05 0.000218689 0.000461512
internal_weight=0 0.0138994 0.0128865 0.0118853 0.00466877 0.00334401 0.00721649 0.00611841 0.00498958 0.00364035 0.00248906
internal_count=3910 3298 2826 2523 938 646 1585 1181 1057 854 328
is_linear=0
shrinkage=0.00196078


Tree=4437
num_leaves=12
num_cat=0
split_feature=48 16 15 48 0 1 0 13 13 52 43
split_gain=6.13517e-05 8.94847e-05 9.71219e-05 9.84456e-05 9.19665e-05 8.79762e-05 6.46792e-05 6.49401e-05 0.00011973 6.98158e-05 6.95427e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.091555000000000011 -0.10575999999999998 0.090540000000000023 -0.084304999999999977 -0.09547499999999999 -0.032264999999999995 0.089525000000000007 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 -9 10 -10
right_child=-2 2 3 -5 6 -7 7 8 9 -11 -12
leaf_value=0.00045006679623262166 -0.000458512377853028 -0.00054696642096311828 -1.07488684532172e-05 0.00057801903927780251 -0.00056450143744521831 0.00072080928311286235 0.00034106645755232795 -0.00073471095339599807 0.00014611493376304638 0.00042066407584253815 -0.00056664690169041675
leaf_weight=0.0016405295025468765 0.001110679249136568 0.0012875682322957939 0.0016782196791388744 0.0011021700781683021 0.0012606041982529386 0.0010138167019044381 0.001155036838891399 0.0011173820103441922 0.0010993538327139401 0.0010656145258680855 0.0010096110895360291
leaf_count=298 161 388 168 199 864 129 59 819 247 177 401
internal_value=0 2.10038e-05 -3.87017e-05 2.36139e-05 -4.13938e-05 0.000264755 -0.000164264 -7.16365e-05 -0.000182702 1.15936e-05 -0.000195101
internal_weight=0 0.0134299 0.0117894 0.0105018 0.00939964 0.00269204 0.0067076 0.005447 0.00429196 0.00317458 0.00210896
internal_count=3910 3749 3451 3063 2864 297 2567 1703 1644 825 648
is_linear=0
shrinkage=0.00196078


Tree=4438
num_leaves=12
num_cat=0
split_feature=484 133 484 16 16 2 133 151 47 4 4
split_gain=0.000111571 7.58195e-05 6.91523e-05 0.000137471 0.000124213 0.000116567 5.9123e-05 9.73312e-05 0.000108492 0.000110006 6.54953e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.08764000000000001 -0.014099999999999998 0.3935300000000001 0.092340000000000019 -0.090054999999999982 -0.0088999999999999982 0.09550500000000002 0.15927500000000003 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -8 9 10 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00064287884194506179 -0.00049074827087483021 -0.00048350019505132729 -0.00040409446165947613 0.00022260012467713403 -0.00011746017696949839 0.00097155326248344188 -0.00043413466922975611 0.00011772292553116081 0.00070471859646474013 0.00051548351121563846 -0.00051929020961969015
leaf_weight=0.0010048841114867505 0.0010108975665903521 0.0010078198726133783 0.001059816045763118 0.0016046485421062919 0.001330644797108399 0.0015912459601660355 0.0013887181162660807 0.001130472658404637 0.0010717355855707805 0.0010847439600650773 0.0013757028762254265
leaf_count=612 384 472 331 379 292 242 214 570 88 201 125
internal_value=0 3.40848e-05 7.5325e-05 0.000119169 0.000385919 0.000595506 -5.1804e-05 2.15228e-05 0.000157235 -6.16523e-06 -0.00023195
internal_weight=0 0.0136564 0.0126486 0.0115888 0.00452654 0.00319589 0.00706227 0.00605137 0.00466266 0.00359092 0.00250618
internal_count=3910 3298 2826 2495 913 621 1582 1198 984 896 695
is_linear=0
shrinkage=0.00196078


Tree=4439
num_leaves=10
num_cat=0
split_feature=43 12 12 16 0 4 16 15 49
split_gain=1.77207e-05 5.35989e-05 8.66858e-05 5.70804e-05 6.04357e-05 4.11346e-05 4.47356e-05 3.64073e-05 8.8279e-05
threshold=-0.15109999999999998 0.092365000000000017 0.10333000000000002 0.081265000000000018 -0.084304999999999977 -0.0040999999999999986 -0.057604999999999996 -0.11399999999999998 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.0086039978289854518 -0.017593103136139553 -0.033076085377080504 0.0050690265736500354 -0.019743196510647158 0.02205030477485494 0.012416047716994168 0.020744445009956387 0.01075826640534272 -0.030641028478353358
leaf_weight=0.0019641258495362223 0.0010461273000052828 0.0012516254256931566 0.0011369178546835747 0.0010433816199847418 0.0016544596154551526 0.001163163679411351 0.0012214155097812506 0.001041651313286894 0.0010189038904510005
leaf_count=340 733 677 324 325 790 240 170 116 195
internal_value=0 -0.00173887 -0.0149195 0.00210556 0.0052958 0.00024784 0.00444657 -0.00172844 -0.00971287
internal_weight=0 0.0105776 0.00238854 0.0081891 0.00714572 0.00549126 0.00444513 0.00322372 0.00206056
internal_count=3910 3570 1001 2569 2244 1454 721 551 311
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=11
num_cat=0
split_feature=42 50 160 156 43 3 47 1 16 42
split_gain=1.82283e-05 3.67783e-05 4.75639e-05 5.04008e-05 4.55983e-05 5.97085e-05 5.07131e-05 6.73833e-05 7.2268e-05 1.83997e-05
threshold=-1.0000000180025095e-35 0.086465000000000014 0.099550000000000013 0.086130000000000012 -0.074254999999999988 -0.080884999999999985 0.077735000000000012 0.091845000000000024 -0.090809999999999988 -0.10298999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 -2 7 8 -6 -1
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 -11
leaf_value=0.0010403503483687861 0.0067359851639348369 -0.01643129359046655 -0.016246158611415058 -0.014835088469946814 0.018328693799416273 0.038741863580250557 -0.013006664938107549 0.030968674858590745 -0.01563382356393905 -0.017683990665381455
leaf_weight=0.0010188107952947016 0.0013679198736458427 0.0010194109473013338 0.0010727715873007351 0.0010075815751647453 0.0012172498438162839 0.0010156480267079293 0.0013476929388583983 0.0010551153799684704 0.0012910688201491056 0.0010823252181303901
leaf_count=253 270 530 205 420 169 347 127 327 455 807
internal_value=0 0.00160749 0.00356896 0.00612936 0.00902508 0.0203738 0.00351707 0.00976636 0.000847682 -0.00860483
internal_weight=0 0.0103945 0.00937505 0.00830228 0.00729469 0.00238357 0.00491113 0.00356343 0.00250832 0.00210114
internal_count=3910 2850 2320 2115 1695 617 1078 951 624 1060
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=13
num_cat=0
split_feature=484 133 40 42 43 42 49 457 52 2 3 0
split_gain=0.000115921 0.000120632 0.00012057 0.000116515 8.91844e-05 0.000106741 7.48869e-05 8.94015e-05 6.64933e-05 0.000106966 0.000157207 7.29239e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 -0.15109999999999998 0.092145000000000019 -0.00064499999999999985 0.082335000000000005 0.086950000000000013 0.075670000000000015 0.092005000000000017 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 -8 11 -11
right_child=1 -3 3 4 5 -7 8 -9 -10 10 -12 -13
leaf_value=-0.00064746256960940404 0.00070839694758932257 -0.00060350646428536609 -0.00053443932056669466 0.0006153856749539394 -0.00052231567694327669 -0.00050233049657879842 -0.00011273161048041337 0.0001604229863328955 -0.0001158634369357224 0.0012210192637711801 -8.8952035821388714e-05 0.00049386739123758263
leaf_weight=0.0010552117399253635 0.0010652726009166497 0.0010877525742925527 0.0013003893099447607 0.0011013704578556873 0.0013577491445027341 0.0012766300466714063 0.0013384240296994959 0.0016138736489374364 0.0015895570433004285 0.0010458543514132511 0.0010054251652628467 0.0010755537235588495
leaf_count=612 243 472 334 90 258 346 264 149 465 89 135 453
internal_value=0 2.51111e-05 7.4768e-05 2.16396e-05 8.50464e-05 2.83546e-05 0.000103411 -0.000151524 0.000228529 0.000351127 0.000549679 0.000852353
internal_weight=0 0.0148579 0.0137701 0.0127048 0.0114044 0.0103031 0.00902644 0.00297162 0.00605481 0.00446526 0.00312683 0.00212141
internal_count=3910 3298 2826 2583 2249 2159 1813 407 1406 941 677 542
is_linear=0
shrinkage=0.00196078


Tree=4442
num_leaves=9
num_cat=0
split_feature=14 3 150 12 2 1 4 16
split_gain=2.58988e-05 4.04888e-05 5.02722e-05 5.89272e-05 6.73012e-05 7.28335e-05 5.50966e-05 3.98217e-05
threshold=-1.0000000180025095e-35 0.094625000000000015 0.086870000000000017 0.094045000000000004 0.091985000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -3
right_child=1 7 -4 -5 -6 6 -8 -9
leaf_value=-0.015546633027594207 -0.018441138122225337 0.019360345058785786 -0.023004139828623524 -0.016302672341696321 0.02158754155824312 0.022431260584948771 -0.0078712194681728985 -0.0046236306588948173
leaf_weight=0.0010002102949997387 0.0015986774896857023 0.0020051131793776744 0.0010334794111517658 0.0016227508218182628 0.0017578392947859177 0.0013573229353120333 0.0010754359269277854 0.0010573148622468331
leaf_count=196 1023 273 297 871 505 475 180 90
internal_value=0 0.0012295 -0.00234231 0.000538624 0.00525929 -0.00186037 0.00903561 0.0110798
internal_weight=0 0.0115079 0.00844551 0.00741203 0.00578928 0.00403144 0.00243276 0.00306243
internal_count=3910 3714 3351 3054 2183 1678 655 363
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=13
num_cat=0
split_feature=484 41 457 4 12 16 2 12 0 0 13 16
split_gain=0.000153082 0.000104582 0.000102583 0.000124 0.000106573 0.00011247 0.000114969 9.29291e-05 9.04187e-05 8.23383e-05 6.96645e-05 2.64028e-05
threshold=-0.0043499999999999988 0.078535000000000008 -0.0034949999999999994 0.25367000000000006 0.10595000000000002 -0.014099999999999998 0.086775000000000005 0.091405000000000014 -0.08916499999999998 -0.10131499999999999 -0.014114999999999997 0.23932500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 9 8 -7 -4 -8 -10
right_child=1 -3 3 -5 -6 7 10 -9 11 -11 -12 -13
leaf_value=-0.00070104337328854931 -0.00052327062796448374 -0.00057199510824453329 0.00055983516653040747 0.0005999428573142721 -0.00053035265407413111 0.00058979255750148476 -0.00067304071955785175 0.00073066636245813603 -0.00032029307951591445 -0.00013658473737970605 -7.6947890261296018e-05 0.00012466036179108317
leaf_weight=0.0011548030460011563 0.0010017063015635335 0.0010060422267485292 0.0013778607481091411 0.001840272139642783 0.0010940977940233883 0.0011316466643705551 0.0013041921999132286 0.0015471855473316795 0.0010385172486375802 0.0012402097451649325 0.0017860589141890308 0.0010126919299518816
leaf_count=612 195 177 72 403 260 137 368 299 287 694 260 146
internal_value=0 3.9172e-05 8.19466e-05 0.000127281 5.18572e-05 0.000112882 -7.23902e-05 0.000336472 0.000144854 0.000229933 -0.00032852 -0.000100617
internal_weight=0 0.0153805 0.0143744 0.0133727 0.0115325 0.0104384 0.00570832 0.00473004 0.00318286 0.00261807 0.00309025 0.00205121
internal_count=3910 3298 3121 2926 2523 2263 1394 869 570 766 628 433
is_linear=0
shrinkage=0.00196078


Tree=4444
num_leaves=9
num_cat=0
split_feature=14 3 42 49 12 52 2 15
split_gain=2.12972e-05 3.34342e-05 4.10174e-05 7.20917e-05 7.2347e-05 8.55961e-05 7.64732e-05 3.97992e-05
threshold=-1.0000000180025095e-35 0.094625000000000015 -0.088669999999999985 -0.081274999999999986 0.093375000000000014 -0.0066199999999999991 0.086130000000000012 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -3
right_child=1 7 3 4 -6 6 -8 -9
leaf_value=-0.014081895795776386 0.013855127541066931 -0.00069716815348717551 0.018018358283059629 -0.024058863943127021 -0.03052806635636536 -0.011297364533504309 0.019452035589750071 0.02210888673968206
leaf_weight=0.0010036404716216732 0.0013480136914898796 0.0016248687567562278 0.0011280778082431251 0.0014421547669149094 0.0012888238762896872 0.0015065777823776707 0.0017462408475951603 0.0014463068489240869
leaf_count=196 459 214 229 680 801 654 528 149
internal_value=0 0.00110589 -0.00213848 -0.00516997 -0.00954149 -0.00378043 0.00521012 0.0100429
internal_weight=0 0.0115311 0.00845989 0.00711188 0.0059838 0.00469497 0.00325282 0.00307118
internal_count=3910 3714 3351 2892 2663 1862 1182 363
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=13
num_cat=0
split_feature=48 0 4 133 0 15 2 4 0 16 15 16
split_gain=9.21757e-05 0.000110021 0.000245128 7.22638e-05 9.64502e-05 7.09014e-05 0.00011933 8.77916e-05 8.75446e-05 0.00010803 0.000105893 6.62615e-05
threshold=0.12738500000000003 -0.17106499999999999 0.0057500000000000008 0.10681500000000001 0.14676000000000003 -0.10981499999999998 0.10679500000000001 0.15045000000000003 -0.06402999999999999 -0.0041999999999999997 0.084050000000000014 0.26760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 10 -7 -10
right_child=-2 3 -4 -5 -6 6 -8 -9 11 -11 -12 -13
leaf_value=-0.00025337471313172132 -0.00058538484057274204 -0.0004384894642214135 0.00089964771304314206 -0.00056000481431278226 0.00054189214942627711 0.00034197058773511972 -0.00058351073054526553 0.00059732773870519416 0.00068211754263980081 -0.00067890283815645711 -0.00046229335950417991 -1.2848734356387346e-05
leaf_weight=0.0013093177945579482 0.0010165105802768656 0.0016863046636623634 0.0015458278371878991 0.0010072863745645795 0.0010915214944679933 0.0016798000880679843 0.0011481312173138329 0.0011362760838007843 0.0010206262401801398 0.0011438617018309219 0.001006549172673447 0.0010916188890796596
leaf_count=82 127 477 143 519 72 641 380 78 131 439 685 136
internal_value=0 2.49155e-05 0.000370893 -5.73204e-05 -1.13085e-05 -7.22204e-05 2.85574e-06 9.79611e-05 2.47564e-06 -0.000174259 4.06206e-05 0.000322955
internal_weight=0 0.0148671 0.00285515 0.012012 0.0110047 0.00991317 0.00822686 0.00707873 0.00594246 0.00383021 0.00268635 0.00211225
internal_count=3910 3783 225 3558 3039 2967 2490 2110 2032 1765 1326 267
is_linear=0
shrinkage=0.00196078


Tree=4446
num_leaves=13
num_cat=0
split_feature=133 40 48 16 15 47 3 42 12 43 0 49
split_gain=8.47037e-05 8.49963e-05 0.000107241 0.000135339 0.000124546 0.000123541 0.00012512 0.000120279 0.000225095 0.000145649 9.66606e-05 8.13159e-05
threshold=0.10681500000000001 -0.080519999999999994 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.09550500000000002 0.10420500000000001 0.085195000000000007 0.086935000000000012 -0.088734999999999994 -0.11287999999999999 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 10 -9 11 -6
right_child=-2 2 -4 4 5 -7 -8 9 -10 -11 -12 -13
leaf_value=0.00056969259811016535 -0.00054415439897456653 0.00056786926851262764 -0.00063002878848427292 -0.00061929381616899375 -0.0002096347774889223 0.00059263230884033227 0.00056715859909537488 0.00075749792712408301 -0.0011329404785381844 -0.00023205926156132491 -0.00043582562345506338 0.00057367109802574853
leaf_weight=0.0010331286332392582 0.00106931703443748 0.0016016626815623077 0.0010050153904834361 0.0012716102737572359 0.0010030610546500895 0.0013125458923905495 0.001080193251582106 0.0010537077448432158 0.0010385988650425519 0.0012505271437567951 0.0017935703636774041 0.001035589075888993
leaf_count=235 545 231 119 313 64 169 122 102 629 747 562 72
internal_value=0 2.77191e-05 -1.39234e-05 3.58469e-05 -4.27663e-05 3.38573e-05 -5.49853e-05 -0.000148648 -0.000323261 0.000220457 -0.000103823 0.000188267
internal_weight=0 0.0144792 0.0134461 0.0124411 0.0108394 0.00956779 0.00825525 0.00717505 0.00487082 0.00230423 0.00383222 0.00203865
internal_count=3910 3365 3130 3011 2780 2467 2298 2176 1327 849 698 136
is_linear=0
shrinkage=0.00196078


Tree=4447
num_leaves=9
num_cat=0
split_feature=1 52 0 0 1 1 16 2
split_gain=1.97385e-05 4.03961e-05 6.19669e-05 8.6384e-05 5.51017e-05 9.65343e-05 5.17594e-05 3.90358e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 -0.10071499999999999 0.11097000000000001 0.094385000000000011 0.15737500000000001 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1
right_child=-2 -3 6 -5 -6 -7 -8 -9
leaf_value=0.0096873439906608842 0.011011815587352982 -0.01754572342889615 0.024999555065135251 -0.024168014057080342 -0.016527329132363114 0.033699000370334346 -0.00050817238627278913 -0.01459104072936919
leaf_weight=0.0013589442589147511 0.0014144456850623726 0.0013798840358549948 0.0015849952747811645 0.0017063562944436518 0.0012151976880302091 0.0010486569134752054 0.0015970899048390347 0.0012917657752455139
leaf_count=118 345 576 518 1461 114 157 419 202
internal_value=0 -0.00152614 0.000728798 -0.00478305 0.00194749 0.00801625 0.0121972 -0.0021442
internal_weight=0 0.0111829 0.00980301 0.00662092 0.00491456 0.00369937 0.00318209 0.00265071
internal_count=3910 3565 2989 2052 591 477 937 320
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=9
num_cat=0
split_feature=14 4 42 16 160 160 2 0
split_gain=1.74797e-05 3.27643e-05 5.30314e-05 4.89407e-05 4.05889e-05 5.54978e-05 7.5722e-05 9.23296e-05
threshold=-1.0000000180025095e-35 0.15927500000000003 0.08401500000000002 -0.092424999999999993 -0.026849999999999995 0.084835000000000008 0.10113500000000002 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.012761259560787884 -0.01634523016458107 0.024022562135146516 -0.0059865193116839755 0.016212033489250776 -0.016338577109993986 0.017475396191206308 -0.030471687268061938 0.016069210846824382
leaf_weight=0.0010041045131957858 0.0018344997267635502 0.0013950929175998137 0.0010190160727946531 0.0015628898121810373 0.0017329218611591834 0.0011692091388492299 0.0010525008491821418 0.0017842599805846045
leaf_count=196 480 278 206 738 867 354 356 435
internal_value=0 0.000994316 0.0113555 -0.00174345 0.00192511 -0.0019657 -0.00693994 0.000101835
internal_weight=0 0.0115504 0.00241411 0.00913628 0.00730178 0.00573889 0.00456968 0.00351718
internal_count=3910 3714 484 3230 2750 2012 1658 1302
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=10
num_cat=0
split_feature=42 160 16 43 42 43 0 16 43
split_gain=1.94631e-05 3.35561e-05 8.21438e-05 5.53544e-05 6.00045e-05 5.31e-05 4.22767e-05 0.000116339 1.94903e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.006474999999999999 -0.074254999999999988 0.08221500000000001 -0.08768999999999999 -0.16443499999999997 -0.013024999999999998 -0.093039999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 6 -3 -5 -8 -1
right_child=1 3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.018120804535506563 -0.02769401535028624 0.0043693332216317932 0.0098637844266026356 -0.0072190782602137892 -0.02148939587619899 0.033856493993244495 0.031284538171500495 -0.011046629573634715 0.0011553586826222114
leaf_weight=0.0010934851945590548 0.0011636992701109117 0.0014107001816505106 0.0011656504612655464 0.001844918990435207 0.0011204943536069038 0.001076895216565097 0.0014650401510237828 0.0011659207979555731 0.0010081350788132763
leaf_count=343 660 246 380 157 645 358 196 208 717
internal_value=0 0.00167576 -0.00889939 0.00472292 -0.000794041 0.0171345 0.00438685 0.0125253 -0.00887414
internal_weight=0 0.0104133 0.00232935 0.00808397 0.00559637 0.0024876 0.00447588 0.00263096 0.00210162
internal_count=3910 2850 1040 1810 1206 604 561 404 1060
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 1 1 47 3 42 4
split_gain=0.000101182 6.70382e-05 9.33427e-05 0.000117482 9.15703e-05 8.47698e-05 9.53891e-05 0.000113502 8.43254e-05 0.00010914 0.000113021
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.092550000000000007 0.12263000000000002 0.09252500000000001 -0.100615 0.086325000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 -5 10 -10
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0006077613261429042 0.00064024739319450857 -0.00045176986604794877 -0.00054583997879423956 0.00073275807048904615 -0.00046106803237268447 3.09982572211342e-05 0.000448212563663241 -0.00077999848162856381 5.5071203590387802e-05 -0.0003493839328345894 0.00080847289313240491
leaf_weight=0.0010175400290107764 0.0010196448040854398 0.0010178915141050736 0.0012529282431449741 0.001337194994072614 0.0010492827864670906 0.0019028568601439713 0.0010062849681347257 0.0010186469784397301 0.0019167893304123935 0.0011463475727325283 0.0012745784503579022
leaf_count=612 243 472 334 121 298 401 200 98 549 458 124
internal_value=0 3.27132e-05 7.08693e-05 2.21026e-05 8.89063e-05 0.000149002 -7.24398e-05 -0.000251774 0.000302269 0.000169561 0.000355967
internal_weight=0 0.0139424 0.0129246 0.0119049 0.010652 0.0096027 0.00392779 0.0029215 0.00567491 0.00433772 0.00319137
internal_count=3910 3298 2826 2583 2249 1951 699 499 1252 1131 673
is_linear=0
shrinkage=0.00196078


Tree=4451
num_leaves=9
num_cat=0
split_feature=4 15 47 43 16 16 16 2
split_gain=1.83773e-05 2.80738e-05 4.57129e-05 4.61954e-05 7.72762e-05 8.77304e-05 6.81711e-05 5.91199e-05
threshold=0.27608500000000008 -0.10981499999999998 0.09550500000000002 -0.17307499999999998 0.15737500000000001 -0.014099999999999998 -0.083564999999999987 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.016496500557224843 0.010160841568156076 0.015472791231089215 0.017225990893273892 0.0096282433211458129 -0.026022299627415882 0.018703249747870954 -0.029901552225716665 -0.019711204501163721
leaf_weight=0.0011243089332667001 0.0015335598920499073 0.0012194782486470842 0.0013569800081354106 0.0019700088262601537 0.0014719843526942479 0.0017039206101667126 0.001076681260523613 0.0010543882253717389
leaf_count=313 441 206 214 565 423 726 813 209
internal_value=0 -0.00152569 0.000182526 -0.00253951 -0.00555801 -0.000368842 -0.00829294 -0.000600297
internal_weight=0 0.0109778 0.00985344 0.00849646 0.00727698 0.005805 0.00410108 0.0030244
internal_count=3910 3469 3156 2942 2736 2313 1587 774
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=9
num_cat=0
split_feature=47 4 4 2 133 52 3 0
split_gain=2.05444e-05 5.05359e-05 5.46831e-05 5.13947e-05 6.34227e-05 8.23231e-05 8.75402e-05 6.44682e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.11043500000000002 0.090085000000000012 1.0000000180025095e-35 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.031575430604523995 -0.013523887361479234 0.015785424199953168 -0.020238542238580862 0.018855535314393698 -0.025460059931742714 0.018954561186072923 -0.011585959914302299 0.018818994808536875
leaf_weight=0.0010301105689847789 0.001042564180716808 0.0019534144384346233 0.0013851682148410234 0.0013779338421340903 0.0010087938858329201 0.0018681889388187838 0.0015039365629842261 0.0013002894206020472
leaf_count=823 145 500 308 320 534 849 144 287
internal_value=0 0.00114016 -0.00187937 0.00126437 -0.00234735 0.00174135 -0.00664537 0.00251249
internal_weight=0 0.0114278 0.00947442 0.00808925 0.00671132 0.00570253 0.00383434 0.00280423
internal_count=3910 3765 3265 2957 2637 2103 1254 431
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=10
num_cat=0
split_feature=13 39 48 4 3 457 47 15 52
split_gain=1.91408e-05 4.19669e-05 8.8315e-05 6.52856e-05 0.000110236 8.20838e-05 4.4713e-05 5.10158e-05 3.72762e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11028500000000001 -0.034289999999999994 -0.083144999999999983 0.082870000000000013 0.09252500000000001 -0.094924999999999995 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -5 -2
right_child=1 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=0.010712580006592875 -0.010894075847304348 0.017695205218502374 -0.030187577834981851 0.020248975628461778 -0.035614144656665625 0.027902964263789777 -0.017832225260305614 -0.0059354377038533324 0.015155909702114171
leaf_weight=0.0014516756085814998 0.0010934468530274307 0.0010312951830441655 0.0011023242479399004 0.0013504218829434983 0.0011883354488222953 0.001358403982833975 0.0010883603597130233 0.001657183503193545 0.0011038380825883264
leaf_count=210 585 380 145 325 811 194 197 778 285
internal_value=0 -0.0015061 -0.00349781 -0.000169662 -0.0110774 0.00660098 -0.000463709 0.00582143 0.00219251
internal_weight=0 0.0109736 0.00994231 0.00883999 0.00338562 0.00545437 0.00409597 0.00300761 0.00219728
internal_count=3910 3700 3320 3175 1681 1494 1300 1103 870
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=13
num_cat=0
split_feature=484 457 484 133 16 16 2 4 2 3 15 13
split_gain=0.000140515 9.62325e-05 9.74027e-05 0.000129061 9.19077e-05 0.000146782 0.000126984 0.000104169 0.000150306 9.57833e-05 9.65494e-05 5.68454e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.08764000000000001 0.10681500000000001 -0.014099999999999998 0.3935300000000001 0.092340000000000019 -0.077889999999999987 0.113945 0.090325000000000003 0.088190000000000004 -0.003375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 -3 9 10 11 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00070592790859589413 -0.00054040013947568417 -0.00045365591041919882 -0.00050759432947458042 -0.00053979705766888026 0.0002343997853321529 -0.00013822928384482107 0.0010024079243508097 -0.00041066655815474873 -0.00044803303148845537 0.00083439391163836279 0.0006355331628677336 0.0002255577056479601
leaf_weight=0.0010576410808787696 0.0010416560365189712 0.0013284532206268877 0.0010114340333611813 0.0010317597146583873 0.0016488803436879316 0.0013956247246620485 0.0016620129260079687 0.0010360395124245319 0.0012286471157070614 0.0010816276373571349 0.0010945530353021204 0.0011275354778615796
leaf_count=612 197 572 318 446 329 290 227 307 214 78 200 120
internal_value=0 3.40543e-05 7.79029e-05 0.000124772 0.000183864 0.000395111 0.000619927 3.97066e-05 0.000157408 0.000328817 0.000160977 -7.91017e-05
internal_weight=0 0.0146882 0.0136466 0.0126351 0.0116034 0.00470652 0.00331089 0.00689686 0.0055684 0.00433976 0.00325813 0.00216357
internal_count=3910 3298 3101 2783 2337 846 556 1491 919 705 627 427
is_linear=0
shrinkage=0.00196078


Tree=4455
num_leaves=10
num_cat=0
split_feature=159 1 2 16 16 160 151 15 4
split_gain=1.90012e-05 3.44309e-05 4.7226e-05 7.72422e-05 7.85045e-05 5.55162e-05 5.45647e-05 7.35404e-05 8.31111e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086545000000000025 -0.089864999999999987 -0.055679999999999993 0.088785000000000017 -0.035524999999999994 1.0000000180025095e-35 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -4 8 -8
right_child=1 -3 5 4 -6 -7 7 -9 -10
leaf_value=-0.01234870552316681 -0.030476330505799995 0.018339557924720123 -0.021039860909412372 0.020251055347986012 -0.017048717079409605 0.021994341195716357 -0.005842991140872434 -0.014748956665399118 0.027950136416974459
leaf_weight=0.0011472306803110696 0.0012109326925771953 0.0010572113210174294 0.0010318476046784963 0.0010831936195460734 0.0011778216100905023 0.0013989098622250468 0.0012801048589975465 0.0013548862710287476 0.0016867696620559069
leaf_count=633 311 298 305 445 442 251 172 467 586
internal_value=0 0.00115943 -0.000617001 -0.010095 0.000820634 0.00425631 -0.000378677 0.00455431 0.0133696
internal_weight=0 0.0112817 0.0102245 0.00347195 0.00226102 0.00675252 0.00535361 0.00432176 0.00296687
internal_count=3910 3277 2979 1198 887 1781 1530 1225 758
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=10
num_cat=0
split_feature=42 160 43 3 52 4 52 1 43
split_gain=1.75664e-05 3.39026e-05 4.37066e-05 0.00010238 5.79795e-05 4.66401e-05 9.36658e-05 5.35704e-05 1.76147e-05
threshold=-1.0000000180025095e-35 0.099550000000000013 -0.053009999999999995 -0.078669999999999976 -0.074484999999999982 -1.0000000180025095e-35 0.083750000000000005 0.094890000000000016 -0.093039999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -6 -7 -1
right_child=1 -3 4 -5 5 7 -8 -9 -10
leaf_value=-0.017242706322628688 -0.00086149700823063473 -0.01505768899341637 -0.020403549675393769 0.037690525246164119 0.034995971457832863 -0.022905220358501767 -0.0056565362418340088 0.0058857742796061888 0.0010751402466230037
leaf_weight=0.0010883161086830443 0.0018267770873823283 0.0010890290373270365 0.0012480724370706612 0.0011058308635471313 0.0011129584544705827 0.0010447154801395207 0.0011548933407967683 0.0016944819928180908 0.001014136466973102
leaf_count=343 647 246 310 504 335 169 334 305 717
internal_value=0 0.00162527 0.00360271 0.0136757 -0.00111986 0.00368686 0.0142939 -0.00509496 -0.00840693
internal_weight=0 0.0102768 0.00918773 0.00293261 0.00625512 0.00500705 0.00226785 0.0027392 0.00210245
internal_count=3910 2850 2604 1151 1453 1143 669 474 1060
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=10
num_cat=0
split_feature=159 1 484 2 2 151 4 2 16
split_gain=1.87195e-05 2.78186e-05 4.12574e-05 6.53667e-05 5.77747e-05 7.01982e-05 7.85305e-05 4.07868e-05 3.43686e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.084225000000000008 0.086545000000000025 0.090050000000000005 -0.0088999999999999982 0.15045000000000003 0.11085000000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 7 -7 -2
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.012256329709047166 -0.0056066610153317365 0.016668724735378813 0.017037912573507327 0.02417693551426732 -0.022393931300531009 -0.013626928618570051 0.028621184073251565 0.011864320770932926 -0.027335544705796716
leaf_weight=0.0011433156153415744 0.0017091328078822075 0.0010503622401160815 0.0011933717553019871 0.0010829242569278079 0.0011971098350556575 0.0016148535885543505 0.001049046599726774 0.0010267763018711445 0.0012679468895448415
leaf_count=633 602 298 317 357 240 528 178 243 514
internal_value=0 0.00117709 -0.000427439 -0.0027568 0.00327855 -0.00135164 0.00547365 -0.00371872 -0.0148611
internal_weight=0 0.0111915 0.0101412 0.00894779 0.00597071 0.00488779 0.00369068 0.00264163 0.00297708
internal_count=3910 3277 2979 2662 1546 1189 949 771 1116
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=12
num_cat=0
split_feature=49 151 150 42 3 12 0 1 15 16 15
split_gain=5.85439e-05 0.000136415 0.00012093 8.63242e-05 6.36795e-05 9.04408e-05 8.81793e-05 9.30368e-05 8.62244e-05 4.88053e-05 3.77362e-05
threshold=-0.14750499999999997 0.056555000000000001 0.08926000000000002 -0.088669999999999985 0.084925000000000014 0.094045000000000004 -0.072264999999999982 0.076710000000000014 -0.0089749999999999986 -0.094359999999999986 -0.094449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -6 -9
right_child=1 -3 -4 4 8 -7 -8 10 -10 -11 -12
leaf_value=0.0004382945056264244 0.00035085542098204552 -0.00072555194096742871 0.0006172770832963034 -0.00072623328915324221 0.00011361429306288364 -0.00069415469143298974 0.00026789628567872091 0.00022228111334594961 0.00046434342298186452 -0.00047076949156217096 -0.00030850268757084563
leaf_weight=0.0010428357873826155 0.0017665503419756921 0.0010422491621236906 0.0011550233543545984 0.0012270658365086061 0.0011927034148528433 0.0013296951306459737 0.0015549589789107779 0.0010256803282132298 0.0014141069051010861 0.0010187855247085352 0.0010342398721147109
leaf_count=143 454 136 245 977 127 732 327 165 121 104 379
internal_value=0 -4.35697e-05 1.23157e-05 -4.81096e-05 -0.000120047 -0.00024121 -0.000116822 -0.000298819 8.62e-05 -0.000155599 -4.42136e-05
internal_weight=0 0.0137611 0.0127188 0.0115638 0.00979724 0.00617164 0.00484195 0.00328699 0.0036256 0.00221149 0.00205992
internal_count=3910 3767 3631 3386 2932 2580 1848 1521 352 231 544
is_linear=0
shrinkage=0.00196078


Tree=4459
num_leaves=10
num_cat=0
split_feature=15 15 43 133 42 12 16 16 49
split_gain=1.90841e-05 3.713e-05 4.70146e-05 5.83017e-05 0.00010128 7.73999e-05 5.43199e-05 6.94306e-05 8.14287e-05
threshold=-0.11739999999999999 -0.10071499999999999 0.12512500000000001 0.087485000000000021 0.091145000000000018 0.088375000000000023 -0.094359999999999986 0.032820000000000009 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0092052169740805944 0.018781126250459534 -0.018236900787991756 0.018622933879463417 -0.024216593962409706 0.026094818094437616 -0.027512814943652389 -0.0045174978911357751 -0.013822748843634079 0.033279260810720183
leaf_weight=0.0019288069758216153 0.0011250443755468882 0.0011328012755788025 0.0011339177842035865 0.0011276069614576337 0.0012493429828223743 0.0012341444766152936 0.001009822276528646 0.0010860155328267368 0.001308662887606261
leaf_count=614 115 208 228 826 324 568 225 245 557
internal_value=0 0.00162435 -0.000455099 -0.00310997 0.000279961 -0.00530817 0.000731483 0.00704295 0.0168168
internal_weight=0 0.0104074 0.00928231 0.0081484 0.00702079 0.00577145 0.0045373 0.0034045 0.00231849
internal_count=3910 3296 3181 2953 2127 1803 1235 1027 782
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=12
num_cat=0
split_feature=484 3 151 150 4 2 2 4 3 2 1
split_gain=5.41319e-05 4.66793e-05 3.29398e-05 8.75921e-05 6.49721e-05 6.09943e-05 6.6229e-05 6.69478e-05 5.47598e-05 9.80589e-05 0.000102721
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.27020000000000005 0.11339500000000001 0.091525000000000009 -0.06272999999999998 -0.089974999999999986 0.085355000000000014 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 -4 10 -10
right_child=1 2 4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00044013533218841141 0.00041093175802855801 -0.00062412895829989511 -0.00047512384899910549 0.0001392547749675723 0.00050495404858662382 -0.00045368009397961931 2.7249126562723629e-05 0.00068018790964956982 0.0006340472514757031 -0.00047796251621770168 -0.0001077710584392371
leaf_weight=0.0010455109556615902 0.0010955612067690941 0.0010964936105559821 0.0010761386839352053 0.0012218067824010803 0.0010259631519046819 0.0010763321818303877 0.0013968915951558525 0.0010633061957364036 0.0012548997080910622 0.0010946319759069065 0.0016763704731282743
leaf_count=627 225 208 293 290 313 251 223 317 458 418 287
internal_value=0 2.3517e-05 -1.19033e-05 -0.000221805 3.84473e-05 -1.69576e-05 4.52011e-05 0.000309452 -8.22202e-05 2.28044e-05 0.000209807
internal_weight=0 0.0130784 0.0119828 0.0023183 0.00966453 0.00863857 0.00756224 0.0024602 0.00510204 0.0040259 0.00293127
internal_count=3910 3283 3058 498 2560 2247 1996 540 1456 1163 745
is_linear=0
shrinkage=0.00196078


Tree=4461
num_leaves=11
num_cat=0
split_feature=158 48 16 15 47 3 0 42 0 3
split_gain=6.09383e-05 8.45121e-05 9.81794e-05 0.000127772 9.00516e-05 0.000119581 9.62468e-05 0.000106292 0.00012094 8.35154e-05
threshold=1.0000000180025095e-35 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.09550500000000002 0.10420500000000001 -0.11287999999999999 0.084685000000000024 -0.07773999999999999 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8 -9
right_child=-2 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=0.00056767435457456123 -0.0004601315403257779 -0.00051779117238421408 -0.00061056471449764222 0.00026750651613367723 0.00057153250178665859 0.00053829594285549783 -0.00093710295862225502 0.00047080951784874667 -0.00010541136186557453 -0.00030899661402775987
leaf_weight=0.0013643311323552907 0.0010714116411457428 0.0010108355646749655 0.0011422384926220398 0.0019626637724606223 0.0012608827298081623 0.0013626652365780825 0.0012972238193904855 0.0010575676390857268 0.0013951862294257816 0.0010545289955198227
leaf_count=176 488 150 347 203 156 127 786 223 432 822
internal_value=0 2.65126e-05 7.27586e-05 8.65224e-06 8.39706e-05 8.35303e-06 -9.83584e-05 -0.000247816 -0.000506127 8.14674e-05
internal_weight=0 0.0129081 0.0118973 0.010533 0.00939072 0.00812984 0.00676717 0.00480451 0.00269241 0.0021121
internal_count=3910 3422 3272 3096 2749 2593 2466 2263 1218 1045
is_linear=0
shrinkage=0.00196078


Tree=4462
num_leaves=11
num_cat=0
split_feature=47 16 15 15 4 0 16 4 2 43
split_gain=1.93307e-05 4.88232e-05 5.35997e-05 5.91487e-05 5.07526e-05 0.000211673 4.92855e-05 7.48238e-05 6.43823e-05 1.15708e-05
threshold=0.11926500000000002 -0.49150499999999991 -0.14676499999999995 -0.10071499999999999 -0.0017649999999999999 -0.11287999999999999 -0.008069999999999999 -0.48072499999999996 0.086130000000000012 -0.0086649999999999974
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 8 -8 -5 -9
right_child=-2 2 3 4 5 -7 7 9 -10 -11
leaf_value=0.017697114396942989 -0.013211046731587447 -0.023413701279305751 0.022607482948786773 0.0095473716596487148 0.013437946420969236 -0.047638753094198849 -0.010542124076307315 0.015211524134623448 -0.023486628393191954 0.030374061237589536
leaf_weight=0.0015347693809591298 0.0010274176998188314 0.001000779905489216 0.0011082384679030732 0.001134634309065055 0.0012362752452867998 0.0010488310836628519 0.0010117633099755675 0.0010065914599321376 0.0012290990552850426 0.0010065692958527042
leaf_count=310 145 376 131 780 97 487 204 517 702 161
internal_value=0 0.00111474 -0.00148678 0.00101197 -0.00210684 -0.0145954 0.00318904 0.011643 -0.00762972 0.0227927
internal_weight=0 0.0113176 0.00978278 0.008782 0.00767376 0.00228511 0.00538866 0.00302492 0.00236373 0.00201316
internal_count=3910 3765 3455 3079 2948 584 2364 882 1482 678
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=11
num_cat=0
split_feature=48 48 51 0 2 15 3 3 15 12
split_gain=9.96775e-05 8.4905e-05 9.02559e-05 8.83182e-05 8.71332e-05 8.83035e-05 0.000130712 9.07913e-05 6.88406e-05 0.000135498
threshold=0.11930500000000001 0.096835000000000018 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -0.017214999999999998 -0.074234999999999982 0.10666500000000002 0.088190000000000004 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -7
right_child=-2 -3 -4 4 5 7 -8 -9 -10 -11
leaf_value=0.00045813262630888153 -0.0005893385145705689 0.00056694976384234058 -0.00052896522785417384 0.00047270190004500756 4.9927875980104058e-05 3.7087452901642336e-05 -0.00080443401435443195 0.00051957102310699009 0.00020250988394356867 -0.00084211749670503547
leaf_weight=0.0016011221923680876 0.0011141436392284763 0.0010124944000552633 0.0012250194965758897 0.0011354694406381675 0.0013223413408621851 0.001881901643802929 0.0014362923326784139 0.0011679632895092579 0.0018852930107641102 0.0010499019256882168
leaf_count=153 161 218 364 246 617 524 389 63 765 410
internal_value=0 2.04996e-05 -2.30474e-05 3.09373e-05 -3.82986e-05 -0.000104658 -0.000394899 2.91199e-05 -8.97959e-05 -0.000277763
internal_weight=0 0.0137178 0.0127053 0.0114803 0.00987916 0.00874369 0.00275863 0.00598506 0.0048171 0.0029318
internal_count=3910 3749 3531 3167 3014 2768 1006 1762 1699 934
is_linear=0
shrinkage=0.00196078


Tree=4464
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 12 15 52 2
split_gain=5.83601e-05 5.48533e-05 7.76299e-05 6.16685e-05 0.000100821 0.000119504 9.89139e-05 9.63016e-05 9.09597e-05 7.27175e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -0.053439999999999994 0.086865000000000012 -0.017214999999999998 -0.074484999999999982 0.113945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -7 -10
right_child=1 -3 -4 6 5 7 -8 -9 9 -11
leaf_value=-0.00046105622703476528 0.00048272267302424483 -0.0004233287823052695 0.00043524876991139414 -0.00075186956935585517 -0.00060689249674508142 -0.00052892552355299942 3.6536085316541345e-05 0.00056839334689942319 0.00035501840040162935 -0.00029553393992044015
leaf_weight=0.0010569853328837491 0.0018038678971998819 0.0010054828091731133 0.0017538034161697401 0.0010123907704874258 0.0011758415696401826 0.0011445733157033552 0.0015462389975261616 0.0012158514132294814 0.001862647820206871 0.0010236235080868434
leaf_count=627 281 471 517 332 431 155 597 137 186 176
internal_value=0 1.73212e-05 5.26567e-05 -9.55836e-06 7.3131e-05 -4.19091e-05 -0.000275418 8.47098e-05 -6.1187e-05 0.000124298
internal_weight=0 0.0135443 0.0125388 0.010785 0.00822641 0.00642254 0.00255863 0.0052467 0.00403084 0.00288627
internal_count=3910 3283 2812 2295 1366 1085 929 654 517 362
is_linear=0
shrinkage=0.00196078


Tree=4465
num_leaves=9
num_cat=0
split_feature=1375 1 15 49 42 3 3 42
split_gain=1.66816e-05 3.31021e-05 9.02002e-05 4.69598e-05 4.84728e-05 5.95937e-05 3.49935e-05 5.3712e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 -0.0063699999999999989 -0.036809999999999996 1.0000000180025095e-35 0.10856000000000002 -0.060719999999999989 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -4
right_child=1 3 6 4 -6 -7 -8 -9
leaf_value=-0.011428392988553533 -0.026084253048727021 0.025649285987936851 -0.01691483440407773 0.020861945769151791 -0.01540947697455613 -0.006782673725489111 0.014323762704487245 0.011223221162640505
leaf_weight=0.0011777861267528939 0.0014170676905689442 0.0010558800468816265 0.0014834420910308883 0.0017485838485704404 0.0011549766243480809 0.0014074562442505615 0.0016705949772039212 0.0012500649497676104
leaf_count=180 1005 288 673 381 477 208 165 533
internal_value=0 0.0010834 -0.00413944 0.00674832 0.00211898 0.00853365 0.00292155 -0.00404697
internal_weight=0 0.0111881 0.00582117 0.0053669 0.00431102 0.00315604 0.0044041 0.00273351
internal_count=3910 3730 2376 1354 1066 589 1371 1206
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=12
num_cat=0
split_feature=484 133 40 160 42 1 3 0 15 3 3
split_gain=0.000110949 5.39434e-05 0.000100708 7.24572e-05 8.09424e-05 7.98265e-05 8.88059e-05 0.00013958 0.000117975 6.67103e-05 0.000118939
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 -0.089744999999999978 0.092550000000000007 -0.11266 -0.10071499999999999 0.085120000000000015 -0.073984999999999981 0.10856000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 -7 -11
right_child=1 -3 3 -5 5 9 7 8 -10 10 -12
leaf_value=-0.00062996147284594226 0.00065683404865168188 -0.00039079651549879817 -0.00040132533782768408 -0.00047563306096449505 0.00074290682877122536 0.00026823105732235488 0.00054830754936200212 -0.00050842457878932273 0.00035819364110157144 -0.00078114079976353073 7.1855200204606103e-05
leaf_weight=0.0010246215679522693 0.0010441621706530841 0.0010419989753796708 0.001247204414386075 0.0010287534681464273 0.0012407920549333843 0.0013705532723811242 0.0019099798607022677 0.0014832979790397125 0.0010187211880475914 0.0010393082913696954 0.0015899006833724125
leaf_count=612 243 472 313 135 112 294 161 663 446 215 244
internal_value=0 3.84321e-05 7.29088e-05 2.17949e-05 6.87438e-05 0.000129481 0.000279473 0.000149141 -0.000155573 -8.24995e-05 -0.000265328
internal_weight=0 0.0140147 0.0129727 0.0119285 0.0108998 0.00965255 0.00565279 0.004412 0.00250202 0.00399976 0.00262921
internal_count=3910 3298 2826 2583 2448 2135 1382 1270 1109 753 459
is_linear=0
shrinkage=0.00196078


Tree=4467
num_leaves=13
num_cat=0
split_feature=484 457 4 12 12 43 4 160 0 13 0 1
split_gain=0.000127755 7.04819e-05 8.98741e-05 8.94371e-05 8.88441e-05 7.55113e-05 0.00011487 0.000101477 9.98985e-05 5.90866e-05 8.87817e-05 4.09165e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.25367000000000006 -0.036459999999999992 0.10129000000000001 -0.17307499999999998 -0.034289999999999994 0.090735000000000024 -0.10783 -0.083924999999999986 -0.076439999999999994 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 9 8 -8 -7 -11 -4
right_child=1 2 11 4 -6 6 7 -9 -10 10 -12 -13
leaf_value=-0.00068570840847747758 -0.00046250524546977406 -0.00051107401225113211 0.00017179672454781836 0.00061612766739797592 -0.00037661257594254563 0.00018729951511986417 0.00094728829222700921 -0.00023343744673371105 0.00019710649228466925 1.2891590463109604e-05 -0.00076157675511418605 0.00073120774881800673
leaf_weight=0.0010260625601456021 0.0010313311388366183 0.0011741542588851817 0.001006392182695937 0.0011123871078011502 0.0015080366047570759 0.0010324945333135627 0.0011009995162931385 0.0010333797862318306 0.0017953550015975114 0.0011269004888205846 0.0011496589565309038 0.0010043487934011997
leaf_count=612 200 250 153 76 367 305 98 97 442 582 415 313
internal_value=0 3.09478e-05 6.99626e-05 4.81944e-07 6.14042e-05 0.0001405 6.74105e-05 0.000294068 0.000482275 -0.000201762 -0.000378214 0.000451218
internal_weight=0 0.0140754 0.0130441 0.0110334 0.00985921 0.00835118 0.00723879 0.00392973 0.00289635 0.00330905 0.00227656 0.00201074
internal_count=3910 3298 3098 2632 2382 2015 1939 637 540 1302 997 466
is_linear=0
shrinkage=0.00196078


Tree=4468
num_leaves=11
num_cat=0
split_feature=47 4 1 3 13 15 12 3 52 2
split_gain=1.56063e-05 4.55723e-05 7.39801e-05 5.5143e-05 8.06609e-05 3.66596e-05 7.82535e-05 3.54019e-05 2.99417e-05 6.01913e-05
threshold=0.11926500000000002 0.24280000000000004 0.11215000000000001 0.10666500000000002 -0.084184999999999996 0.088190000000000004 0.086935000000000012 -0.005644999999999999 -0.069134999999999988 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -3 -6 -10
right_child=-2 7 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.025217973052638388 -0.011871219162050089 0.026791291616626734 -0.025543048565862994 0.021994027752036641 -0.0070594109444719654 0.019583300245905117 -0.023319934733326411 0.00077959544333624457 -0.0010499818175890624 0.030726542364978005
leaf_weight=0.0012285136876126227 0.0010351366157898946 0.0010872254509501898 0.0011715218765370348 0.0011149507060224106 0.0011045242395148515 0.0010830315035334067 0.0011633314032152928 0.0010086231759268587 0.0013671560770355373 0.0010569508537057737
leaf_count=786 145 265 217 79 263 670 862 250 237 136
internal_value=0 0.000953472 -0.0020515 0.00133841 -0.00194994 0.00299986 -0.000828043 0.0142732 0.00658716 0.0128051
internal_weight=0 0.0113858 0.00928998 0.00811846 0.00700351 0.00577499 0.00469196 0.00209585 0.00352863 0.00242411
internal_count=3910 3765 3250 3033 2954 2168 1498 515 636 373
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=11
num_cat=0
split_feature=41 457 16 52 160 133 2 52 160 49
split_gain=6.29895e-05 6.60009e-05 8.47003e-05 7.20424e-05 9.02957e-05 8.34827e-05 0.000108252 8.35803e-05 7.25032e-05 5.70365e-05
threshold=0.075585000000000013 -0.0034949999999999994 -0.49150499999999991 -0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10113500000000002 0.071660000000000015 -0.026849999999999995 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 -6 7 -7 -4 -10
right_child=-2 2 3 4 5 6 -8 -9 9 -11
leaf_value=-0.00043652980268145148 -0.0004780897299335085 0.00055927604725410172 0.00066939442621444809 -0.00059771641451007457 -0.00048197830808266581 2.725325641514097e-05 -0.00033045538992788556 0.00068088706245919713 0.00036414071940822477 -0.00015336449975562479
leaf_weight=0.0010825295749568734 0.0010181090301251425 0.0012182009273235947 0.0010193599286998202 0.0012068196726632181 0.0011319609832351361 0.0016576705039698103 0.0014305645227521918 0.0013768476918112026 0.0014494191087490345 0.0018819891989388963
leaf_count=312 221 255 214 685 663 311 162 286 189 612
internal_value=0 2.77414e-05 6.83616e-05 1.47487e-05 -0.00011126 -6.37188e-06 0.000114201 0.000323826 0.000211805 7.17901e-05
internal_weight=0 0.0134554 0.0123728 0.0111546 0.00680386 0.00559704 0.00446508 0.00303452 0.00435077 0.00333141
internal_count=3910 3689 3377 3122 2107 1422 759 597 1015 801
is_linear=0
shrinkage=0.00196078


Tree=4470
num_leaves=10
num_cat=0
split_feature=11 0 42 49 15 0 16 15 1
split_gain=1.94158e-05 2.94377e-05 5.23272e-05 8.57645e-05 0.000122764 7.23958e-05 4.648e-05 4.56452e-05 4.21975e-05
threshold=0.079700000000000007 -0.017269999999999997 0.091230000000000019 -0.00064499999999999985 -0.073314999999999991 -0.083424999999999985 0.23932500000000004 -0.10469999999999999 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -3 -5 -9
right_child=-2 6 -4 5 -6 -7 -8 8 -10
leaf_value=8.3232319768057985e-05 -0.013386711151439488 -0.0018496652512139484 0.015137172233960355 -0.0028631183545976113 -0.043817368259508882 -0.017489426585958597 0.027344698608375431 0.0058504634702406209 0.034071388352767441
leaf_weight=0.0014128417284279295 0.0010115074671222116 0.0011956664095609691 0.00158158323452406 0.0016114280264819085 0.0011599547044236224 0.0013110664845195404 0.0010026466709861515 0.0010986102466133676 0.0010234129138686973
leaf_count=241 254 251 775 298 371 809 81 701 129
internal_value=0 0.00106961 -0.00141483 -0.00485153 -0.0197095 0.00272632 0.0114658 0.00982543 0.0194609
internal_weight=0 0.0113972 0.0091989 0.00761731 0.0025728 0.00504452 0.00219831 0.00373345 0.00212202
internal_count=3910 3656 3324 2549 612 1937 332 1128 830
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=10
num_cat=0
split_feature=52 0 16 160 133 2 0 16 0
split_gain=1.83599e-05 4.10163e-05 6.14058e-05 3.92708e-05 4.76576e-05 5.05537e-05 5.85198e-05 6.32272e-05 1.67504e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.26538000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10113500000000002 -0.077944999999999987 -0.15168999999999996 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 -6 -7
right_child=3 2 -4 4 5 8 -8 -9 -10
leaf_value=-0.0079244377583448881 -0.017547619759358275 0.025681055616525429 -0.0052770917492843145 -0.016924006581614838 0.020742116086506293 0.00085745089701465326 0.030959889232773565 -0.014119532968513268 -0.016457439797676679
leaf_weight=0.0014896020014834588 0.0014856569598171027 0.0015435521723670021 0.0010953872801464698 0.0012839082528904571 0.0010018941914691291 0.00123334336458999 0.0011227210792174973 0.0010821794011494272 0.0010214099166882997
leaf_count=128 924 663 399 742 120 189 288 324 133
internal_value=0 0.00534216 0.0128308 -0.00282951 0.000412089 0.00448748 0.0125549 0.0026398 -0.00698625
internal_weight=0 0.00412854 0.00263894 0.00823111 0.00674546 0.00546155 0.00320679 0.00208407 0.00225475
internal_count=3910 1190 1062 2720 1796 1054 732 444 322
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=9
num_cat=0
split_feature=1 4 15 150 1 47 16 13
split_gain=1.80165e-05 4.64375e-05 4.41585e-05 4.38783e-05 4.1018e-05 5.2126e-05 3.81289e-05 2.36426e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 0.077110000000000012 0.12864500000000004 0.096175000000000024 -0.019979999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -2 -1
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0049383433532800662 0.0089179291215585859 -0.028186240572192524 -0.0019385350829724066 0.017040923189304485 0.014558197477268815 -0.025332778915656787 -0.013975418685031186 0.014182735263567201
leaf_weight=0.0012602129650626675 0.0019656040533457984 0.0011933343843534207 0.0013847198529721527 0.001727629281390421 0.0012594068171212216 0.0010478863112335923 0.0011549856178649761 0.0013281792840096401
leaf_count=425 471 1010 565 349 280 211 399 200
internal_value=0 -0.00458847 -0.0140881 0.00316077 -0.00125711 -0.00603534 0.000444695 0.00487324
internal_weight=0 0.00516645 0.00257805 0.00715551 0.00542788 0.00416848 0.00312059 0.00258839
internal_count=3910 2200 1575 1710 1361 1081 870 625
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=11
num_cat=0
split_feature=48 4 42 124 3 133 47 151 1 52
split_gain=5.51025e-05 8.79056e-05 6.7973e-05 6.94255e-05 0.000193571 6.23223e-05 7.06863e-05 0.000103975 7.83817e-05 7.31684e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 -0.0076699999999999989 0.10666500000000002 0.083815000000000014 0.085165000000000018 -0.024429999999999997 0.086560000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00044794196416262407 -0.00043181923568338839 0.00049161962268041114 -0.00037356540241456659 0.00028771767000170049 0.00068637081883187953 0.00031431608423684821 0.00027753775382930449 0.00011718935420634787 -0.00079609902768771972 -0.00058026066413430222
leaf_weight=0.0010228183630782159 0.0010816875528989753 0.0014086266229706617 0.0018342978979709055 0.0010813061145783214 0.0017061747703014871 0.0014792024647805524 0.001257687973888603 0.0013036036702784675 0.0012765894772833546 0.001039406705126906
leaf_count=187 161 388 655 151 143 726 212 342 359 586
internal_value=0 2.82361e-05 -2.61535e-05 3.65267e-05 9.0718e-05 -4.59203e-05 -0.000135348 -0.000245812 -0.000405197 -0.000192214
internal_weight=0 0.0134097 0.0120011 0.0101668 0.00914397 0.0074378 0.00595859 0.00470091 0.0036196 0.00234301
internal_count=3910 3749 3361 2706 2519 2376 1650 1438 1287 928
is_linear=0
shrinkage=0.00196078


Tree=4474
num_leaves=12
num_cat=0
split_feature=484 3 1 2 2 12 13 15 3 2 15
split_gain=6.18726e-05 4.62494e-05 3.59161e-05 0.000102758 0.000176505 7.36088e-05 5.2323e-05 8.8858e-05 5.52204e-05 0.000103873 0.000108707
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.077800000000000022 0.10393500000000001 0.092340000000000019 0.086935000000000012 -0.084084999999999979 1.0000000180025095e-35 0.11265500000000002 0.089910000000000004 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 8 9 10 -8
right_child=1 2 6 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0004652096894115321 0.00040953646850790001 3.1232631810847559e-05 0.00037135597597119614 -0.00067308007087701113 0.00057412047045970083 -0.00070748909218128621 -0.00033454168886837759 -0.00054516609614388011 -0.00027764415989914353 0.00073948924891815277 0.00048158291301127952
leaf_weight=0.001064384803356278 0.0011086150981470784 0.0010351900687451719 0.0017456351225042148 0.0010855479387299532 0.0013401482809266632 0.0010391931286629491 0.0015104373068710001 0.0010073962338297765 0.0011548573854980315 0.0010355555899702914 0.0010734279405669935
leaf_count=627 225 467 414 278 352 507 214 353 89 219 165
internal_value=0 2.63181e-05 -9.00472e-06 -0.000147584 1.94816e-05 -0.000338841 7.38427e-05 -1.59841e-05 9.56758e-05 0.000214792 4.505e-06
internal_weight=0 0.013136 0.0120274 0.00450008 0.00341453 0.00207438 0.00752731 0.00578167 0.00477428 0.00361942 0.00258387
internal_count=3910 3283 3058 1604 1326 974 1454 1040 687 598 379
is_linear=0
shrinkage=0.00196078


Tree=4475
num_leaves=9
num_cat=0
split_feature=42 43 16 133 1 48 51 16
split_gain=1.76748e-05 4.31922e-05 3.99056e-05 5.31416e-05 0.000100042 4.68411e-05 9.75093e-05 7.32223e-05
threshold=0.092145000000000019 0.12326000000000002 0.10994000000000002 0.065880000000000008 1.0000000180025095e-35 0.084500000000000006 0.088715000000000002 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.029782864444719323 -0.008983584163033671 0.021114370435404893 -0.014086803234444764 0.021481607886809282 0.029729568572937033 -0.026511241807010935 0.015184898776939133 -0.0010251954158355132
leaf_weight=0.0010237577850718766 0.0018936098162245776 0.0010153568068863314 0.0017785082397409656 0.0012412933297707889 0.0013547739850588401 0.0011818341872987925 0.0010674243727025641 0.0018062670464320972
leaf_count=696 832 233 475 755 271 148 104 396
internal_value=0 0.00151507 -0.000589923 0.00253753 -0.00111726 0.00430695 -0.00672362 0.0121558
internal_weight=0 0.0104692 0.00945386 0.00767535 0.00643406 0.0054103 0.00224926 0.00316104
internal_count=3910 3078 2845 2370 1615 919 252 667
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=12
num_cat=0
split_feature=133 40 48 48 474 42 47 160 4 3 52
split_gain=8.29759e-05 0.000109897 0.000106715 0.000117567 9.45988e-05 0.000102449 0.00013843 9.93166e-05 0.000197513 0.000220679 7.3165e-05
threshold=0.10681500000000001 -0.080519999999999994 0.11930500000000001 0.096835000000000018 0.084145000000000011 -0.089744999999999978 0.09252500000000001 -1.0000000180025095e-35 0.018480000000000003 -0.077689999999999995 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 10 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00064873758096034063 -0.00053522572895658418 -0.00063031470689282312 -0.00062507213764416186 0.0006703183900796906 0.0005082797827531462 -0.0003581324326223302 -0.00062919070989180047 -3.3535714164523868e-05 0.00071391973525810855 -0.00054455465394244635 0.00067043622847950089
leaf_weight=0.0010162657869057677 0.0010846745861030809 0.0011803382963231955 0.0010342873086055726 0.0010137356030153208 0.0011404993793224629 0.0015684350716169276 0.0012194630856471218 0.001011278701463931 0.0019293054698131789 0.0018728153079954858 0.0012938021807820433
leaf_count=235 545 325 119 193 394 571 157 393 337 317 324
internal_value=0 2.73143e-05 -2.02983e-05 3.08486e-05 -2.69489e-05 -8.75347e-05 -1.55103e-05 8.19879e-05 0.000195018 -4.46044e-05 0.000361592
internal_weight=0 0.0142802 0.013264 0.0122297 0.0112159 0.0100754 0.0088951 0.00767564 0.0061072 0.0041779 0.00230508
internal_count=3910 3365 3130 3011 2818 2424 2099 1942 1371 1034 717
is_linear=0
shrinkage=0.00196078


Tree=4477
num_leaves=13
num_cat=0
split_feature=41 133 160 457 42 3 160 157 2 4 52 48
split_gain=9.21815e-05 9.34156e-05 9.25465e-05 9.83604e-05 0.000102129 0.000123372 0.000103924 0.000141983 8.16096e-05 0.000132455 0.00015029 0.000142592
threshold=0.078150000000000011 0.10681500000000001 0.11161500000000001 -0.0034949999999999994 -1.0000000180025095e-35 -0.060719999999999989 -1.0000000180025095e-35 -0.062769999999999979 0.11500500000000001 0.074650000000000008 0.071660000000000015 0.082705000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 9 10 11 -8
right_child=-2 -3 -4 4 6 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.00044774949574244541 -0.00058493841403162649 -0.00052872487720809387 -0.00049966041319545016 -0.00071394406973469523 0.00042669240582889333 0.00022215670823498722 -0.00035645147189878896 -0.00053930813278131649 -0.00015042880300486665 0.00093727427156988375 0.00074129728170584835 0.00052808741516307482
leaf_weight=0.001120836986795915 0.0010428250716409846 0.0011128462090802668 0.0010444806618701797 0.0010339689527880218 0.0010546503748157304 0.0011359846666526624 0.0017005654069741035 0.0013135719988995181 0.0010169826077959764 0.0015875866845560388 0.001709824573897574 0.0011916999153610609
leaf_count=286 201 529 197 648 230 146 379 521 236 159 215 163
internal_value=0 1.79255e-05 6.16588e-05 0.000107229 0.000160192 -0.000223889 0.000247236 -0.000109115 0.000364338 0.000448916 0.000280447 8.00504e-06
internal_weight=0 0.015023 0.0139102 0.0128657 0.0117448 0.00216995 0.00957488 0.00236822 0.00720666 0.00618968 0.00460209 0.00289227
internal_count=3910 3709 3180 2983 2697 794 1903 751 1152 916 757 542
is_linear=0
shrinkage=0.00196078


Tree=4478
num_leaves=14
num_cat=0
split_feature=484 133 40 48 4 39 3 2 150 43 0 43 16
split_gain=0.000133323 0.00012768 0.000125403 0.000108116 0.000167113 9.20783e-05 0.000155754 0.000178402 0.000108841 0.000113073 0.000167147 9.5884e-05 4.69854e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.080519999999999994 0.11930500000000001 0.28937500000000005 0.082810000000000009 0.10666500000000002 0.10393500000000001 0.086765000000000023 -0.074254999999999988 -0.10071499999999999 -0.089949999999999988 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 11 12 -4 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0006761538233784136 0.00075056340349313776 -0.00059437343297470962 0.00012389348953834207 -0.00058116453402610102 0.00075098345217162489 -0.00056089776401727531 0.00078353270854788029 -0.0007839538082075805 -0.00049721286372239235 5.1874202992748151e-05 -0.00047550988910209641 0.00086957375841463513 0.00063331853027468203
leaf_weight=0.0010969841396856706 0.0010049680844857389 0.0011574760448968659 0.0013591079502098709 0.0010200226752864463 0.0012885009782915941 0.0010064919654254037 0.0010289157842626887 0.0010431095304762892 0.0010783884815125655 0.0010978502570534454 0.0018038656432597796 0.0012943896708675065 0.0010409672097471236
leaf_count=612 228 472 251 99 289 106 113 299 165 101 841 269 65
internal_value=0 3.16133e-05 8.3123e-05 3.17697e-05 8.36903e-05 3.73118e-06 6.20382e-05 -2.31172e-05 8.02939e-05 0.000174709 -3.58999e-05 0.00048764 0.000334864
internal_weight=0 0.0152241 0.0140666 0.0130616 0.0120416 0.0107531 0.00974659 0.00871768 0.00767457 0.00659618 0.00394268 0.0026535 0.00213882
internal_count=3910 3298 2826 2598 2499 2210 2104 1991 1692 1527 1007 520 166
is_linear=0
shrinkage=0.00196078


Tree=4479
num_leaves=12
num_cat=0
split_feature=484 457 133 41 42 160 160 52 4 12 16
split_gain=7.30825e-05 7.12703e-05 8.35657e-05 8.72774e-05 9.18857e-05 0.000108794 0.000126556 0.000102966 0.000120002 0.000165736 0.000100981
threshold=-0.0043499999999999988 -0.0034949999999999994 0.10681500000000001 0.075585000000000013 -0.090359999999999982 0.098455000000000015 -0.080184999999999992 0.09716000000000001 0.074650000000000008 0.088590000000000016 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 10 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00051433353820221203 -0.00047190285565569361 -0.00032769455137132204 -0.00046744110596128545 -0.00044903293913536987 -0.00023651861642052903 -0.00038070349310943548 0.0007938241012992466 0.00088618063159703496 0.0006939979341432491 -0.00049891729710175962 5.0347540731007826e-05
leaf_weight=0.0010556119193812158 0.0010486675990264817 0.0013385529538269209 0.0010661809810250536 0.0010037424374473485 0.0014640840250379926 0.0010384932852294413 0.0011917992828199911 0.0013404611012417297 0.0018975017529527412 0.0012475726071224961 0.0017103159398050196
leaf_count=612 197 327 469 174 469 110 279 145 324 459 345
internal_value=0 2.02315e-05 5.90387e-05 0.000104926 0.000154445 0.000219698 0.000290138 0.000394511 0.000285524 9.87432e-05 0.000355668
internal_weight=0 0.0143474 0.0132987 0.0122325 0.0112288 0.00989023 0.00885173 0.00738765 0.00604719 0.00414969 0.00290212
internal_count=3910 3298 3101 2632 2458 2131 2021 1552 1407 1083 624
is_linear=0
shrinkage=0.00196078


Tree=4480
num_leaves=13
num_cat=0
split_feature=158 48 50 4 12 3 47 2 42 403 151 4
split_gain=9.25691e-05 8.4062e-05 0.000114727 0.000140413 8.44433e-05 0.000169091 0.000150139 0.000103614 0.000136075 9.21635e-05 0.000151056 7.72951e-05
threshold=0.08413000000000001 0.11930500000000001 0.088425000000000017 0.27223000000000003 -0.036459999999999992 0.10420500000000001 0.09550500000000002 0.10113500000000002 0.091230000000000019 0.010605000000000002 -0.0074049999999999993 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 -6 -12
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.00047420411071566145 -0.00057287963862866817 -0.0004818807381937093 -0.00055033121928486483 0.00078098041342657305 0.00029390015160691147 0.00065262550450614443 0.00069509736629836403 -0.00063211128753181669 0.00065000237170047238 0.00039645411501734631 -0.00018851909896460285 -0.00085290387969777916
leaf_weight=0.0010274863884346596 0.0010429298045436996 0.0011275474147547761 0.0010370990435317013 0.0011502224102447082 0.0012502165750177584 0.001843024989037296 0.0010307094844597721 0.0011957480375468597 0.001026210840399268 0.0010021063699784116 0.0013071178187822211 0.0013883004096462233
leaf_count=215 440 150 627 297 171 116 162 359 302 202 622 247
internal_value=0 3.20899e-05 7.58005e-05 0.000128935 6.11899e-05 0.000115963 -4.65079e-06 -0.000105246 2.11591e-07 -0.000134561 -0.000269428 -0.000530717
internal_weight=0 0.0143858 0.0132582 0.0122211 0.0110709 0.0100434 0.00820041 0.0071697 0.00597395 0.00494774 0.00394563 0.00269542
internal_count=3910 3470 3320 2693 2396 2181 2065 1903 1544 1242 1040 869
is_linear=0
shrinkage=0.00196078


Tree=4481
num_leaves=11
num_cat=0
split_feature=133 13 51 0 16 133 42 0 15 4
split_gain=6.1798e-05 8.50483e-05 5.46878e-05 7.69167e-05 0.000128991 7.11333e-05 0.000132905 0.000144307 0.000127473 5.59021e-05
threshold=0.10681500000000001 -0.26418499999999995 0.08955500000000001 -0.10575999999999998 -0.27337499999999998 -0.087584999999999982 0.091230000000000019 -0.017269999999999997 -0.088379999999999986 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 -7 -6
right_child=-2 2 -4 5 9 6 -8 -9 -10 -11
leaf_value=0.00050394855503069626 -0.00047423233523632117 -0.00020729809168991412 -0.00035366703568784862 0.00033164670394831815 0.00017493977206025464 -0.00011102127071401321 0.00029470500650816253 0.0001704195839165219 -0.00099429937563654414 0.00075772317477031603
leaf_weight=0.0012929513694220048 0.0010227270503504584 0.0015699216374740602 0.0016779603093723212 0.0011709329711708429 0.0011152428343045679 0.0010280483770955416 0.0014910229190606221 0.0011947097993347134 0.0016150234627845881 0.0014628701511210898
leaf_count=181 545 237 375 421 155 273 372 273 982 96
internal_value=0 2.55273e-05 -2.46583e-05 2.71894e-05 0.000235801 -0.000105943 -0.000202098 -0.000395111 -0.00065074 0.000505622
internal_weight=0 0.0136187 0.0123257 0.0106478 0.00414803 0.00649974 0.0053288 0.00383778 0.00264307 0.00257811
internal_count=3910 3365 3184 2809 488 2321 1900 1528 1255 251
is_linear=0
shrinkage=0.00196078


Tree=4482
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 1 151 4 4 3 3 13
split_gain=0.000104414 7.30009e-05 9.08854e-05 0.000101225 0.000104955 7.52577e-05 7.32195e-05 0.000129006 6.16941e-05 7.45411e-05 8.95516e-05 3.78519e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.099550000000000013 0.092550000000000007 -0.0060399999999999994 0.08734500000000002 0.05309500000000001 -0.11266 0.084925000000000014 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 9 -5 11 -11
right_child=1 -3 3 4 -6 6 7 -9 -10 10 -12 -13
leaf_value=-0.00060251604318577049 0.00064141674852278034 -0.00046553343383089652 -0.00049386265262119165 0.00065185518857398066 -0.00050083051279216557 -0.00050454713606666222 -0.00031818038744988619 0.00048808586007082795 0.00071061829990958978 5.8562433366417031e-05 0.00042696892291987069 -0.00047787241835040641
leaf_weight=0.001056938509700559 0.001008776237862029 0.0010325344437922554 0.0012744007519283731 0.0010659653253748298 0.0010429394586531021 0.0010203864387769873 0.001463893022194442 0.0015935219008786309 0.0011247064755467717 0.0010165298408309114 0.0014752073460700954 0.001006416257737586
leaf_count=612 243 472 334 96 114 167 329 257 137 590 94 465
internal_value=0 3.64144e-05 7.59996e-05 2.87983e-05 9.04177e-05 0.000153555 -4.97424e-05 0.000102045 0.00029928 0.000197917 5.95913e-05 -0.000208314
internal_weight=0 0.0141253 0.0130927 0.012084 0.0108096 0.00976663 0.0040778 0.00305741 0.00568883 0.00456412 0.00349815 0.00202295
internal_count=3910 3298 2826 2583 2249 2135 753 586 1382 1245 1149 1055
is_linear=0
shrinkage=0.00196078


Tree=4483
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 3 12 16 1 2 4
split_gain=0.000114686 6.80952e-05 0.000106907 8.45559e-05 8.63575e-05 7.97466e-05 8.6276e-05 8.13723e-05 9.92788e-05 8.75274e-05 6.54174e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 -0.11266 0.095295000000000019 -0.094359999999999986 0.087225000000000011 0.081110000000000015 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 -9 -11
right_child=1 -3 3 4 -6 6 -8 9 -10 10 -12
leaf_value=-0.00063934809035886794 0.0006865509561740287 -0.00044398680407192081 -0.00046186697945817739 0.0005048575200068485 -0.0004554492606579255 0.00031297153624658007 -0.0004517027082198016 -0.00013758497172969923 -0.00044991925662203662 0.0002612591824746856 0.00087059910576346635
leaf_weight=0.0010344228971745023 0.0010161693788967975 0.001046477808719636 0.0012344968888343593 0.0018425906768786979 0.0010452425563419491 0.0011331699826399697 0.0011223026909292638 0.0011793460824209958 0.001556893617494236 0.0017476008147661727 0.0011061227640790541
leaf_count=612 243 472 334 263 298 165 259 281 226 614 143
internal_value=0 3.71749e-05 7.59555e-05 2.41106e-05 8.00057e-05 0.000137776 5.15628e-05 0.000135574 -0.000128557 0.000311749 0.000497444
internal_weight=0 0.0140304 0.0129839 0.0119678 0.0107333 0.00968803 0.00784544 0.00672313 0.00269006 0.00403307 0.00285372
internal_count=3910 3298 2826 2583 2249 1951 1688 1429 391 1038 757
is_linear=0
shrinkage=0.00196078


Tree=4484
num_leaves=9
num_cat=0
split_feature=15 15 151 16 47 0 12 12
split_gain=2.01544e-05 6.62344e-05 4.73077e-05 6.81685e-05 7.16315e-05 8.53686e-05 0.000116737 3.27239e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.076429999999999984 -0.30307999999999996 0.09550500000000002 -0.10575999999999998 0.086865000000000012 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8
right_child=1 2 3 4 -6 6 7 -9
leaf_value=0.013467423659382178 -0.025870382099165697 0.017235142154816831 -0.025672647271712614 0.014660229270095646 0.02305708289390071 -0.029168051350177571 0.011837968951658737 -0.009526199586891989
leaf_weight=0.0010006443001930347 0.001004520267078794 0.0015347345099992341 0.0010529745307296624 0.0020024714275263056 0.0012824956711114735 0.0019040979131415333 0.0016665799183453065 0.0012582532745396488
leaf_count=317 297 487 177 218 180 747 966 521
internal_value=0 -0.00131876 0.00098581 -0.00173468 0.00137185 -0.00269924 -0.0098979 0.00264718
internal_weight=0 0.0117061 0.0107016 0.00916687 0.0081139 0.0068314 0.00482893 0.00292483
internal_count=3910 3593 3296 2809 2632 2452 2234 1487
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=12
num_cat=0
split_feature=484 42 3 15 49 3 15 4 16 15 2
split_gain=0.000109197 6.37784e-05 7.0857e-05 0.000100206 8.01145e-05 0.000111447 9.56907e-05 7.97527e-05 0.000134645 6.36783e-05 4.7639e-05
threshold=-0.0043499999999999988 0.10217500000000002 -0.100615 -1.0000000180025095e-35 -0.00064499999999999985 -0.078884999999999997 -0.021529999999999997 -0.0010999999999999996 0.22945500000000005 -0.055679999999999993 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 8 -7 10 -9
right_child=1 -3 4 -5 5 7 -8 9 -10 -11 -12
leaf_value=-0.0006334359536531416 0.00082304706853303909 -0.0004391416743885657 -8.4140129343946538e-06 4.6965554227382251e-05 -0.00041191406658066171 0.00089043571018108838 -0.00072921106316351273 -0.00045124409839152475 -4.9845227990099044e-05 0.00037317388332753392 0.00012446577943653366
leaf_weight=0.0010061778715525086 0.001065632257703173 0.0010108302794991928 0.0019803912915783125 0.0016000898236430638 0.0012881701993688469 0.0014080055163325665 0.001102231210965492 0.0011205597423851565 0.0010023214002308836 0.0013495569568609403 0.0010902745071041096
leaf_count=612 182 413 294 261 1013 328 216 203 87 87 214
internal_value=0 3.52925e-05 7.21621e-05 0.000357207 -1.31363e-06 0.000111152 -0.000266144 0.000224002 0.000499425 3.75451e-05 -0.000167332
internal_weight=0 0.0140181 0.0130072 0.00266572 0.0103415 0.00725889 0.00308262 0.00597072 0.00241033 0.00356039 0.00221083
internal_count=3910 3298 2885 443 2442 1932 510 919 415 504 417
is_linear=0
shrinkage=0.00196078


Tree=4486
num_leaves=11
num_cat=0
split_feature=12 13 48 48 160 4 47 0 160 3
split_gain=1.79847e-05 3.30404e-05 3.94672e-05 4.70466e-05 6.28432e-05 4.42702e-05 5.50985e-05 7.82992e-05 0.000106021 0.000101284
threshold=0.10700500000000002 -0.23438999999999996 0.11028500000000001 0.090910000000000005 0.086110000000000006 -0.08422499999999998 0.09252500000000001 -0.10071499999999999 -1.0000000180025095e-35 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 9 -10 -11
leaf_value=0.017643511173138175 -0.012081365417291342 -0.011894393750338213 -0.017897027016027012 0.021758378748053867 -0.02431308106154649 0.0037587973134039472 -0.012129962227692262 0.019905055443913203 0.047738711610930178 -0.02365254203523488
leaf_weight=0.0010858767258106741 0.0011484040432496396 0.001692052188714919 0.0011814746271187433 0.0010210930340113335 0.0010138905818815403 0.0011270874365470222 0.0012264735080641919 0.0010737323103606495 0.0010670702617532799 0.0010617022105822763
leaf_count=193 355 618 166 238 326 145 149 541 161 1018
internal_value=0 0.00104023 -0.000682643 0.00150826 -0.000994434 0.00226746 0.00658033 0.0118805 0.0251473 -0.00175105
internal_weight=0 0.0115505 0.0104646 0.0092831 0.00826201 0.00724812 0.00555607 0.00432959 0.00219416 0.00213543
internal_count=3910 3555 3362 3196 2958 2632 2014 1865 306 1559
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 1 16 1 2 13 15
split_gain=9.93877e-05 7.07587e-05 9.52468e-05 8.9965e-05 9.62049e-05 9.7315e-05 0.000111417 0.00010667 7.93719e-05 7.71089e-05 7.35699e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.092550000000000007 -0.057604999999999996 0.12263000000000002 0.093070000000000014 -0.070174999999999987 0.05377500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 10 9 -8 -7 -5
right_child=1 -3 3 4 -6 7 8 -9 -10 -11 -12
leaf_value=-0.00059462014431524749 0.00065310717751947784 -0.00046069982553266085 -0.00047047698613214328 -0.00026869844367885136 -0.00047835939305205426 0.00013211687529359796 0.0008761841765384449 0.00045496435147548709 0.00018889275074930088 -0.0005257358187759568 0.00033901775552917167
leaf_weight=0.0010393340535072805 0.0010038014559121027 0.0010312857561996938 0.0012638565377042039 0.0014534664000970627 0.0010600600749856052 0.0010872783387042455 0.00159851886591191 0.0010148923684131289 0.0010841679547158841 0.0018516053045110087 0.0016189470368203306
leaf_count=612 243 472 334 217 298 194 317 200 191 305 527
internal_value=0 3.37222e-05 7.28345e-05 2.44269e-05 8.25094e-05 0.000143748 0.000306458 -9.30927e-05 0.000598426 -0.000282355 5.15255e-05
internal_weight=0 0.0140679 0.0130366 0.0120328 0.0107689 0.00970888 0.0057551 0.00395378 0.00268269 0.00293888 0.00307241
internal_count=3910 3298 2826 2583 2249 1951 1252 699 508 499 744
is_linear=0
shrinkage=0.00196078


Tree=4488
num_leaves=13
num_cat=0
split_feature=484 457 4 12 47 0 3 3 16 16 2 16
split_gain=0.000103052 6.50887e-05 8.9332e-05 5.87797e-05 7.51073e-05 7.05819e-05 0.000107671 0.000149231 5.73254e-05 8.45248e-05 8.03826e-05 4.2116e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 -0.036459999999999992 0.09550500000000002 -0.23029999999999998 0.11476000000000001 -0.016619999999999996 -0.014099999999999998 0.15737500000000001 0.088585000000000011 -0.50585499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 10 -10 -7 -4
right_child=1 2 11 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00059122102634131927 -0.0004265885276953291 -0.0004036481217960098 0.00072325098304289919 0.00046700992165426864 0.00050514148584738692 6.9569881489505464e-05 0.00046780802944802291 -0.00070940356445119656 0.0006244110183454847 -0.00015395831144504975 -0.00057994489536002266 0.00017261056035734062
leaf_weight=0.0010667588630911334 0.0010661556428245506 0.0011949258758401611 0.0010554817618776894 0.001066500998305746 0.0012555962838667828 0.0018987293461067171 0.0012126134869608202 0.0015120833478201512 0.0010752535601260193 0.0010702769236438816 0.0011927383301253351 0.001080964376528487
leaf_count=612 197 250 200 37 165 861 78 144 334 296 470 266
internal_value=0 3.99645e-05 7.64987e-05 7.97805e-06 5.5807e-05 -6.68422e-06 -7.01374e-05 -0.000166791 -1.01214e-05 0.000236129 -0.000181023 0.000444647
internal_weight=0 0.0146813 0.0136152 0.0114787 0.0102838 0.0090282 0.00796169 0.00674908 0.005237 0.00214553 0.00309147 0.00213645
internal_count=3910 3298 3101 2635 2385 2220 2183 2105 1961 630 1331 466
is_linear=0
shrinkage=0.00196078


Tree=4489
num_leaves=14
num_cat=0
split_feature=484 457 4 12 39 160 403 12 12 160 1 16 1
split_gain=0.000115984 9.82587e-05 0.000111413 8.44485e-05 0.000107904 0.000121424 9.95541e-05 9.55881e-05 0.000161753 0.000135061 9.76816e-05 0.000134518 6.82991e-05
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 0.10673000000000001 0.092870000000000022 -0.082234999999999989 0.088015000000000024 0.086935000000000012 0.093125000000000013 0.087260000000000018 0.092550000000000007 -0.022939999999999999 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 9 -9 10 11 -7 -4
right_child=1 2 12 -5 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00063251345618370054 -0.00054138075354812976 -0.00048743937732398943 0.00010311822266392058 -0.00054387303586316091 -0.00056708967850296172 0.0012960159808804003 -0.00036946882578853566 -0.00047337445526272567 0.00042551777468705868 -0.00011012672421443532 0.00016565376588983824 0.00035050561361510315 0.00080082890545469273
leaf_weight=0.0011224877218627685 0.0011119176719174223 0.0011878084914121777 0.001016200184953721 0.0010385871126086634 0.0010207153787656223 0.001262856275697671 0.0011119148343381501 0.0014993706086943231 0.0015814383851190002 0.0012935647708873258 0.0011556371463805762 0.0010675356004003168 0.0011496933146720705
leaf_count=612 197 449 148 250 88 241 220 550 401 110 183 143 318
internal_value=0 2.01992e-05 6.36067e-05 -9.04249e-06 4.06379e-05 0.000101692 0.000179685 0.000257367 -1.19558e-05 0.000430965 0.000631749 0.000862885 0.000473475
internal_weight=0 0.0154972 0.0143853 0.0122194 0.0111808 0.0101601 0.00897232 0.0078604 0.00308081 0.00477959 0.00348603 0.00233039 0.00216589
internal_count=3910 3298 3101 2635 2385 2297 1848 1628 951 677 567 384 466
is_linear=0
shrinkage=0.00196078


Tree=4490
num_leaves=10
num_cat=0
split_feature=4 15 47 3 3 52 12 15 16
split_gain=1.87552e-05 2.81894e-05 4.35127e-05 4.7198e-05 7.75688e-05 5.56226e-05 4.9519e-05 0.000120708 6.31278e-05
threshold=0.27608500000000008 -0.10981499999999998 0.09550500000000002 0.10420500000000001 -0.018854999999999997 -0.068164999999999989 0.084100000000000022 0.088190000000000004 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.016553639076540873 0.010022428917543723 0.019450984192352371 0.016471252037564093 0.012604741966338687 -0.0049606139608371746 -0.036380545154146474 -0.038349105548655484 0.015854815605698926 -0.003052419575057651
leaf_weight=0.0011324244609847477 0.0015865241798033594 0.0011238339739823339 0.0013963131545131563 0.0016621515382547469 0.0010769714936561948 0.0011816003509430863 0.0010195563445602549 0.0016125046597583862 0.0010073251252077416
leaf_count=313 441 317 214 146 193 142 861 799 484
internal_value=0 -0.00159406 8.65157e-05 -0.00254803 -0.00613489 -0.0213983 0.00110257 -0.00456338 -0.0208073
internal_weight=0 0.0112127 0.0100803 0.00868394 0.00702179 0.00225857 0.00476322 0.00363939 0.00202688
internal_count=3910 3469 3156 2942 2796 335 2461 2144 1345
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=12
num_cat=0
split_feature=484 133 40 160 42 2 1 2 13 47 13
split_gain=0.000127192 8.81481e-05 6.97501e-05 8.35421e-05 8.42911e-05 7.61174e-05 0.00014419 7.70277e-05 7.16343e-05 5.96853e-05 0.000102747
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.099550000000000013 -0.089744999999999978 0.10796500000000002 0.11198000000000001 0.088485000000000022 -0.0038299999999999996 0.09252500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 9 -9 10 -6
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00066694575143611576 0.00058135755495391367 -0.00049775393278406275 -0.0003868988744366154 -0.00048221930614799539 -0.00015097598783126467 -0.00064140822854748941 0.00030118415754452064 0.00074221838826787857 0.00014433154065388799 -0.0003239684812096515 0.00056849585725737969
leaf_weight=0.0010525445768205148 0.0010015286891011622 0.0010839466833482232 0.0012450852397828402 0.0010624059710811458 0.0014873906823822864 0.0011723547005020696 0.0013338233897418664 0.001806692303633747 0.001343273034595872 0.0010488364823653881 0.0015672461532362137
leaf_count=612 248 472 312 135 779 239 240 344 235 127 167
internal_value=0 3.95617e-05 8.41281e-05 4.28598e-05 9.35515e-05 0.000154845 -0.000139747 0.000256631 0.000487255 7.95966e-05 0.000218164
internal_weight=0 0.0141526 0.0130686 0.0120671 0.0110047 0.00975962 0.00250618 0.00725344 0.00314997 0.00410347 0.00305464
internal_count=3910 3298 2826 2578 2443 2131 479 1652 579 1073 946
is_linear=0
shrinkage=0.00196078


Tree=4492
num_leaves=11
num_cat=0
split_feature=133 50 160 0 12 47 49 15 16 49
split_gain=3.10044e-05 5.18169e-05 5.97976e-05 6.67092e-05 0.000107282 6.28153e-05 4.52677e-05 7.66264e-05 1.17644e-05 1.70145e-06
threshold=0.10599500000000002 0.086465000000000014 0.099550000000000013 -0.017269999999999997 -0.0089849999999999982 0.09252500000000001 -0.00064499999999999985 0.079360000000000014 -0.014099999999999998 -0.082494999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -8 -6
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.02702895812232739 -0.017039571602693201 -0.019452628657790683 -0.019496112028809381 0.023550290138282585 -0.0029609661655444117 -0.011138811605985666 0.023454018794828068 -0.00059183841826384405 0.038636201559088791 0.0028703134745278942
leaf_weight=0.0011002471062467557 0.0010016891463871394 0.0010931285133505475 0.0010303790154438065 0.0017442089082823796 0.0010014054946477671 0.0015416280266572005 0.0010353956474210102 0.0012381752995803191 0.0010065618452488791 0.0010000721048931778
leaf_count=382 557 567 232 346 143 232 214 743 296 198
internal_value=0 0.00128571 0.00340475 0.00584552 0.00194814 0.0066207 0.0118045 0.0190362 0.0309379 -4.72688e-05
internal_weight=0 0.0117912 0.0106981 0.00966769 0.00792349 0.00682324 0.00528161 0.00328013 0.00204196 0.00200148
internal_count=3910 3353 2786 2554 2208 1826 1594 1253 510 341
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=9
num_cat=0
split_feature=1 4 15 150 1 12 3 13
split_gain=2.02585e-05 4.97823e-05 3.91796e-05 3.5379e-05 3.45538e-05 4.62954e-05 7.46508e-05 2.66756e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 0.077110000000000012 0.12864500000000004 0.090480000000000019 0.045635000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -2 -1
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0055101759386522444 0.016965906890547024 -0.027674204850799678 -0.0033109606011730154 0.015489956757306637 0.013647391953163477 -0.021768596509282145 -0.013936655611482338 0.014442303230158288
leaf_weight=0.0012991788574938739 0.0015545216194840662 0.0012235194364700348 0.0014333258269106064 0.0017911154034150403 0.0012988934835704517 0.0011872319727231351 0.0015724214125336367 0.001383774339917372
leaf_count=425 403 1010 565 349 280 495 183 200
internal_value=0 -0.00482779 -0.0145306 0.00325303 -0.000651745 -0.00495687 0.00142618 0.00478062
internal_weight=0 0.0053398 0.00265685 0.00740418 0.00561307 0.00431418 0.00312694 0.00268295
internal_count=3910 2200 1575 1710 1361 1081 586 625
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=10
num_cat=0
split_feature=4 0 4 4 4 2 150 1 47
split_gain=1.98911e-05 4.85512e-05 3.79106e-05 4.0043e-05 4.26498e-05 3.62679e-05 4.528e-05 6.08089e-05 4.00847e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 -0.0040999999999999986 0.086545000000000025 0.085075000000000026 0.10593500000000002 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.013492947343504239 -0.019131427992657789 0.020240840862713758 0.018422946905142654 -0.017251693013379484 -0.018699665441569494 -0.015056131485958517 0.021991107418905767 0.014320340567387733 0.0060767609210063429
leaf_weight=0.001022867798621146 0.0010510625645269766 0.0011846262604778271 0.0011446754122436875 0.0014283966414229844 0.0014417599280687485 0.001364038079474693 0.0014243319506495344 0.001457629686040155 0.0011935488997523967
leaf_count=192 498 223 534 1124 275 521 169 242 132
internal_value=0 0.00104938 -0.00111471 0.000888241 -0.00152719 0.00173684 0.00745625 0.000119297 -0.00747826
internal_weight=0 0.0116901 0.0105054 0.00945438 0.00830971 0.00688131 0.004246 0.00282167 0.00263531
internal_count=3910 3718 3495 2997 2463 1339 932 763 407
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=13
num_cat=0
split_feature=484 133 40 42 484 160 15 15 1 48 2 52
split_gain=0.000119572 7.27919e-05 7.93589e-05 8.54459e-05 9.66659e-05 7.45171e-05 0.000110851 9.23577e-05 0.000128509 7.96551e-05 7.22152e-05 4.41407e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.087270000000000014 0.098455000000000015 -0.095799999999999982 -0.03231499999999999 0.088495000000000018 0.091065000000000021 0.095195000000000016 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 -8 10 -5 11 -9
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00064151044140209887 0.00060553911374101497 -0.00045305647514226523 -0.00044793480395328305 0.00020119601393432191 -0.00047343862988132463 -0.00033764734500871111 0.00076024108327224992 0.00087034017011182463 -0.00037448558764717038 -0.00048879894985681249 1.5091658926382758e-05 0.00031351297034213255
leaf_weight=0.0010694037074449369 0.0010140631890792088 0.0010707175191382997 0.0012639733473305209 0.0013440568075223439 0.0010532160421481305 0.0010649712829629626 0.0016018969763152207 0.0011750745808760659 0.0010888875755493575 0.0012336788721470449 0.0012131884229177325 0.0010245851889098259
leaf_count=612 248 472 333 271 297 105 375 234 348 131 134 350
internal_value=0 3.84683e-05 7.87115e-05 3.44262e-05 9.08815e-05 0.000151863 0.000211913 0.000355903 0.000212023 -0.000129029 0.000399152 0.000610974
internal_weight=0 0.0141483 0.0130776 0.0120635 0.0107996 0.00974634 0.00868137 0.00610363 0.00450174 0.00257774 0.00341285 0.00219966
internal_count=3910 3298 2826 2578 2245 1948 1843 1441 1066 402 718 584
is_linear=0
shrinkage=0.00196078


Tree=4496
num_leaves=10
num_cat=0
split_feature=14 15 13 13 3 15 42 12 43
split_gain=1.92191e-05 4.06687e-05 4.03558e-05 5.03203e-05 5.39241e-05 6.14432e-05 5.9212e-05 2.36769e-05 2.15939e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.09547499999999999 -0.032264999999999995 0.076695000000000013 -0.017214999999999998 -1.0000000180025095e-35 0.084695000000000006 0.054875000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 6 -6 -5 -8 -3
right_child=1 2 3 4 5 -7 7 -9 -10
leaf_value=-0.013173645398283662 0.015293372188329785 0.00084974758130807566 -0.019010771449904616 -0.0076438296017410983 -0.026017145970805733 0.0066265066800802672 0.0082991719249801282 0.029184157418945884 0.021553610032091067
leaf_weight=0.0010353117301495776 0.0017094437920553698 0.0010036563262884367 0.0018576728461592489 0.0015600563832078142 0.0013493039445010846 0.0010068728671454585 0.0011861099606613607 0.0010008625512800268 0.0010114378568092594
leaf_count=196 505 209 1471 832 101 139 163 204 90
internal_value=0 0.00104195 -0.00140012 -0.00460006 -0.000213778 -0.0120674 0.00723994 0.0178571 0.0112417
internal_weight=0 0.0116854 0.00997597 0.00796088 0.00610321 0.00235618 0.00374703 0.00218697 0.00201509
internal_count=3910 3714 3209 2910 1439 240 1199 367 299
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=10
num_cat=0
split_feature=4 43 13 43 12 49 3 2 2
split_gain=1.96007e-05 4.33595e-05 4.82921e-05 3.86764e-05 5.37071e-05 5.20183e-05 7.3175e-05 0.00016104 7.21027e-05
threshold=-0.49269499999999994 -0.24333999999999997 0.0099250000000000015 -0.057994999999999998 0.085845000000000019 -0.07107999999999999 0.084925000000000014 0.11230000000000001 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 8 -8 -7
right_child=1 2 -4 5 -6 6 7 -9 -10
leaf_value=-0.013383404837036256 -0.017820914796483487 0.028982348508862745 0.023886956212970087 -0.024223476386535464 -8.7119697122262874e-05 -0.02534938672710374 0.029561138891819244 -0.015276877817106672 0.0089210887365227375
leaf_weight=0.0010219251158881835 0.0011014546819864334 0.001026738574765883 0.0010044387568271 0.0010005307310323713 0.0016681871551647146 0.0015894106242153711 0.0018730312256805602 0.0013995342096214441 0.0010002853869706748
leaf_count=192 199 567 382 145 801 777 152 195 500
internal_value=0 0.00105981 0.00302875 0.000836717 0.010988 -0.00314957 0.000447178 0.0103859 -0.0121122
internal_weight=0 0.0116636 0.0105622 0.00955772 0.00269493 0.00686279 0.00586226 0.00327257 0.0025897
internal_count=3910 3718 3519 3137 1368 1769 1624 347 1277
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 1 16 16 3 2 4
split_gain=0.000107698 7.67913e-05 9.42441e-05 9.88737e-05 9.44586e-05 9.46405e-05 7.86086e-05 8.93069e-05 7.6091e-05 9.63615e-05 9.36909e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.087270000000000014 0.092550000000000007 -0.30307999999999996 -0.067969999999999989 -0.100615 0.092865000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 -5 10 -10
right_child=1 -3 3 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.00062722773965294995 0.00064232119487311846 -0.00048327145874985219 -0.00049969755706524312 0.00070700032237791836 -0.00048293871531467954 -0.00048704548934824581 0.00054565690799239898 -0.00019116956337226874 7.5730849692573783e-05 -0.00027588538083613982 0.00077487528379506206
leaf_weight=0.0010406217000748985 0.0010126655080461211 0.00105018991659121 0.0012620176203790726 0.0013636470628870185 0.0010321857914045345 0.0012995626042463502 0.0010505039303265434 0.001589138671086329 0.001776006982543047 0.0012786073917363007 0.0012595574611822882
leaf_count=612 248 472 333 121 297 216 136 344 710 313 108
internal_value=0 2.66309e-05 6.80653e-05 1.92434e-05 8.07421e-05 0.000141241 -9.22842e-05 0.000102067 0.000303259 0.000175642 0.000365829
internal_weight=0 0.0139741 0.0129239 0.0119112 0.0106492 0.00961702 0.00393921 0.00263964 0.00567782 0.00431417 0.00303556
internal_count=3910 3298 2826 2578 2245 1948 696 480 1252 1131 818
is_linear=0
shrinkage=0.00196078


Tree=4499
num_leaves=13
num_cat=0
split_feature=484 133 40 42 484 160 15 15 1 2 48 0
split_gain=8.35028e-05 9.15171e-05 0.00014192 0.000105262 8.96385e-05 8.17689e-05 0.00011605 9.49971e-05 0.000108513 8.65033e-05 8.37112e-05 4.57607e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.098455000000000015 -0.095799999999999982 -0.052074999999999989 0.088495000000000018 0.095195000000000016 0.091065000000000021 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 10 -8 9 11 -5 -9
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0005414821526303293 0.00076435158161932098 -0.00052362372204001922 -0.00051934755295156136 0.00019298588275601952 -0.00046313903054564018 -0.00037171256742426118 0.00083034731798014942 0.00038543480030668018 -0.00024974250319768362 -1.8814486533934014e-05 -0.0005041726356929553 0.00094515319456851972
leaf_weight=0.0010461396906801005 0.0010616278571322886 0.0010536046289872812 0.0012617673609292774 0.0013794929316787003 0.0010584082056403514 0.0010790168131755906 0.0012552647065972892 0.0012770763522348934 0.0013383695174139466 0.0012002428504171228 0.0012734889933809566 0.0010023617683394097
leaf_count=612 243 472 334 272 298 105 273 393 415 145 131 217
internal_value=0 3.24738e-05 7.6904e-05 1.67156e-05 7.89767e-05 0.000137494 0.000200458 0.000349906 0.000224735 0.000407231 -0.000141665 0.000631566
internal_weight=0 0.0142407 0.0131871 0.0121255 0.0108637 0.00980531 0.0087263 0.00607332 0.00481805 0.00347968 0.00265298 0.00227944
internal_count=3910 3298 2826 2583 2249 1951 1846 1443 1170 755 403 610
is_linear=0
shrinkage=0.00196078


Tree=4500
num_leaves=9
num_cat=0
split_feature=1 0 3 13 4 4 12 4
split_gain=2.19907e-05 3.97676e-05 5.85933e-05 3.25944e-05 7.04571e-05 6.52294e-05 6.42078e-05 2.2885e-05
threshold=0.085835000000000009 -0.083674999999999986 -0.089604999999999976 -0.0010249999999999997 0.0057500000000000008 0.074650000000000008 0.088375000000000023 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 6 -5 -6 -2 -1
right_child=3 2 -4 4 5 -7 -8 -9
leaf_value=-0.026156456556093877 0.027244460029233517 0.015493321953907499 -0.011305555994614795 -0.018593558670129212 0.025234445443025375 -0.0046941660362654321 -0.0033630333872850071 -0.0051124783380528263
leaf_weight=0.0010556706926745938 0.0013822371370343783 0.0016047228241020518 0.0016596331040763634 0.0016096475404598614 0.0012146452667587404 0.001818503969222258 0.0013594749334725712 0.0010123068999944125
leaf_count=899 568 306 720 366 63 231 482 275
internal_value=0 -0.00500505 0.00186849 0.00342227 -0.00168315 0.00729095 0.0120678 -0.0158551
internal_weight=0 0.00533233 0.00326436 0.00738451 0.0046428 0.00303315 0.00274171 0.00206798
internal_count=3910 2200 1026 1710 660 294 1050 1174
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=10
num_cat=0
split_feature=49 15 484 52 1 12 151 1 13
split_gain=2.18999e-05 5.37622e-05 4.92005e-05 5.45479e-05 0.000144948 8.36098e-05 7.83538e-05 5.66386e-05 2.1516e-05
threshold=-0.081629999999999994 0.088615000000000013 0.084225000000000008 0.048490000000000012 0.085990000000000011 0.090480000000000019 -0.0088999999999999982 0.11215000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -6 -8 -5
right_child=1 -3 -4 5 6 -7 7 -9 -10
leaf_value=0.010347293113459168 -0.04120907863646002 -0.022892019392146558 0.019100684143267314 0.0083815136305184484 -0.022991120668221128 -0.014887409670499062 0.019568922273226104 -0.0074814425872058088 0.0282127305628198
leaf_weight=0.0017324474184265805 0.0010729918409026372 0.001083980202540539 0.0012510975000925529 0.0010058772758549895 0.001106354440525985 0.0010710506533901766 0.0017995453332432698 0.0013582941489873519 0.0011995062999607701
leaf_count=305 719 798 383 496 226 227 349 293 114
internal_value=0 -0.0017528 0.000570072 -0.00212143 -0.0083565 0.00803525 -8.98565e-05 0.00793364 0.0191677
internal_weight=0 0.0109487 0.00986472 0.00861362 0.00533719 0.00327643 0.00426419 0.00315784 0.00220538
internal_count=3910 3605 2807 2424 1587 837 868 642 610
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 484 15 2 4 2 16 48
split_gain=0.000120115 8.71139e-05 8.78495e-05 7.83726e-05 7.21715e-05 7.50955e-05 9.74767e-05 9.45337e-05 9.49098e-05 0.00016237 0.000139037 7.08098e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 -0.089744999999999978 0.086980000000000016 -0.095799999999999982 0.10393500000000001 0.074650000000000008 0.081110000000000015 -0.014099999999999998 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 11 8 9 -8 -11 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00066131588850656617 0.0006405130559250453 -0.00051122651775331726 -0.00035865992163527889 -0.00048309554198699755 0.00019419604711497251 -0.00035481573360863328 -0.00032499802335522352 -0.00011960537638410886 0.0010048629324032766 0.00011082812194640629 0.0010151560776970115 -0.00045857949340782038
leaf_weight=0.001010981733558681 0.0010001415775142764 0.0010261361479002211 0.0012515941006203011 0.0010241163913984686 0.0013346309808536625 0.0010435589478522142 0.0010556193858529462 0.0013455637423178497 0.001002672748084217 0.001244548596359191 0.0013766778718872124 0.0012255692172210317
leaf_count=612 243 472 313 135 274 289 342 347 70 467 215 131
internal_value=0 3.8639e-05 8.23623e-05 3.54702e-05 8.428e-05 0.000141855 0.000202226 0.000338421 0.000470123 0.0003243 0.000585785 -0.000118288
internal_weight=0 0.0139308 0.0129047 0.0119046 0.0108804 0.00962884 0.00858528 0.00602508 0.00467952 0.00367685 0.00262123 0.0025602
internal_count=3910 3298 2826 2583 2448 2135 1846 1441 1094 1024 682 405
is_linear=0
shrinkage=0.00196078


Tree=4503
num_leaves=10
num_cat=0
split_feature=11 159 52 52 2 48 2 133 4
split_gain=2.00697e-05 2.9393e-05 5.66698e-05 6.93829e-05 4.64902e-05 5.16626e-05 6.42977e-05 5.01297e-05 7.63134e-05
threshold=0.079700000000000007 0.090705000000000022 -0.081429999999999989 -0.27466499999999994 0.113945 0.08784500000000002 0.10113500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -9
right_child=-2 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.0036500680053758675 -0.013426504748138514 -0.014840655341103121 -0.014118856740823549 0.030971442959127588 -0.017066641614613184 0.020828667329350816 -0.023353322608951219 0.024256962581968088 -0.0068297337842587432
leaf_weight=0.0010047144848093293 0.0010373559396866907 0.0010532905370979869 0.0011651087390686572 0.0013656007145041154 0.0015164219718663005 0.0012313013280930707 0.0011080408754607874 0.0017368209715272146 0.0014480802384765948
leaf_count=328 254 463 695 345 304 237 177 834 273
internal_value=0 0.00108996 0.00267651 0.0162963 -0.00125769 0.00232607 -0.00184799 0.00362988 0.0101228
internal_weight=0 0.0116294 0.0105761 0.00237032 0.00820577 0.00668935 0.00545805 0.00435001 0.0031849
internal_count=3910 3656 3193 673 2520 2216 1979 1802 1107
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=12
num_cat=0
split_feature=484 133 40 160 42 2 1 47 12 0 13
split_gain=8.53024e-05 6.92258e-05 0.000108532 7.117e-05 8.19294e-05 7.98651e-05 0.000173409 7.93286e-05 0.000152742 0.00011887 6.11132e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 -0.089744999999999978 0.10796500000000002 0.11198000000000001 0.086425000000000016 0.089855000000000004 -0.090939999999999979 -0.071594999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 9 -6 -10
right_child=1 -3 3 -5 5 6 -8 -9 10 -11 -12
leaf_value=-0.0005515715563995736 0.00067388048642361348 -0.00045610388257987601 -0.00040638400853336242 -0.00047239307623906632 0.00043893175082639031 -0.00072795350893158377 0.00030349949493849166 -0.00017681808995648356 0.0011075484297451816 -0.00025646737062179711 0.00042466215837570211
leaf_weight=0.0010475066636964321 0.0010426670224260486 0.0010509679660899466 0.001276275371936344 0.001053362676301294 0.0019231715744996245 0.0011783753161558569 0.0013384483572820688 0.0014964151198880024 0.0010060438667969449 0.0018582062526947885 0.001009347712418777
leaf_count=612 243 472 313 135 286 241 241 214 169 732 252
internal_value=0 2.81939e-05 6.68048e-05 1.46635e-05 6.09411e-05 0.00012174 -0.000179426 0.00022567 0.000329571 9.72058e-05 0.000765546
internal_weight=0 0.0142333 0.0131823 0.0121396 0.0110863 0.00981001 0.00251682 0.00729318 0.00579677 0.00378138 0.00201539
internal_count=3910 3298 2826 2583 2448 2135 482 1653 1439 1018 421
is_linear=0
shrinkage=0.00196078


Tree=4505
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 484 15 2 133 4 13 48
split_gain=0.000134459 9.64555e-05 0.000109559 9.12662e-05 0.00010333 0.000103202 8.7139e-05 8.94987e-05 0.000130377 0.00011047 0.00012455 8.74759e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.099550000000000013 0.087270000000000014 -0.095799999999999982 0.10393500000000001 -1.0000000180025095e-35 0.0021050000000000005 -0.070604999999999987 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 11 8 -8 10 -10 -5
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00067827279459430664 0.00069646254981108762 -0.00053509441949234847 -0.00046589357457926101 0.00027284449339587559 -0.00049358300931320041 -0.00043587683320569679 -4.8637913124283978e-05 -8.6177083278369428e-05 0.00092153892064921156 0.0011694187211806668 1.293867782254922e-05 -0.00044376717608961275
leaf_weight=0.0010570936353158115 0.0010587320287443287 0.0010171667270371951 0.0012372493954547715 0.0013552751913045104 0.0010335306993348838 0.0010088818088582968 0.001308649441643773 0.0013854147953761995 0.0010734596326119309 0.0011667721567204898 0.0012618970947507455 0.0012673068945752756
leaf_count=612 243 472 334 274 114 283 514 349 271 111 202 131
internal_value=0 4.66431e-05 9.16167e-05 3.86867e-05 9.61658e-05 0.000158187 0.000226149 0.000352953 0.000479415 0.000676733 0.000430582 -7.34428e-05
internal_weight=0 0.0141743 0.0131572 0.0120984 0.0108612 0.00982766 0.00881878 0.00619619 0.00481078 0.00350213 0.00233536 0.00262258
internal_count=3910 3298 2826 2583 2249 2135 1852 1447 1098 584 473 405
is_linear=0
shrinkage=0.00196078


Tree=4506
num_leaves=9
num_cat=0
split_feature=1 4 52 0 43 4 48 4
split_gain=2.04959e-05 5.95587e-05 4.98971e-05 6.36478e-05 6.99304e-05 5.42361e-05 5.20127e-05 0.000126143
threshold=0.11235500000000002 0.24280000000000004 0.11401500000000002 -0.077944999999999987 -0.0037249999999999996 -0.44477499999999992 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 -6
right_child=1 -3 -4 5 6 -7 -8 -9
leaf_value=-0.024342864928893086 -0.0039372124643724119 0.025398725812742454 -0.022019636894157705 -0.0061537401927457512 0.02807315902143195 0.022158542971488338 -0.016486989781482077 -0.013399651950993532
leaf_weight=0.0015105487989241955 0.0018179048541721006 0.0011174762157598501 0.0011340232447924524 0.0010454251271021196 0.0015155550998836378 0.0019178895240689817 0.0012305054446324747 0.0014210530680114327
leaf_count=1269 288 343 514 195 358 628 122 193
internal_value=0 0.00723075 -0.0022977 0.000290563 -0.00590976 0.0121703 0.00077211 0.00800407
internal_weight=0 0.00293538 0.009775 0.00864098 0.00567766 0.00296331 0.00416711 0.00293661
internal_count=3910 631 3279 2765 1942 823 673 551
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=9
num_cat=0
split_feature=4 2 2 133 52 3 43 15
split_gain=1.93215e-05 6.15274e-05 5.77947e-05 6.61511e-05 5.05124e-05 6.43447e-05 9.5287e-05 8.29941e-05
threshold=0.15927500000000003 0.10796500000000002 0.10910500000000002 0.090085000000000012 0.071660000000000015 -0.078884999999999997 -0.0012249999999999997 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.028331401679194429 0.020627517601728908 -0.0074386036019498565 0.013869121556335299 -0.029053793413071828 0.01120402615609753 0.02130082443631872 0.0083158160310494635 -0.029730115569110888
leaf_weight=0.0011653719747039414 0.0015783409797870691 0.0015463642594008861 0.001790673376713286 0.0010775744112213412 0.001946866739713277 0.001226825013135088 0.0010172095992374633 0.0013140419688580755
leaf_count=917 287 323 462 580 800 231 68 242
internal_value=0 0.00673806 -0.00232234 -0.00606447 -0.00235059 -0.00793741 -0.00125779 -0.0131293
internal_weight=0 0.00312471 0.00953856 0.00774789 0.00667032 0.00472345 0.00355808 0.00233125
internal_count=3910 610 3300 2838 2258 1458 541 310
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=12
num_cat=0
split_feature=133 133 12 50 16 4 52 51 160 1 47
split_gain=6.25537e-05 7.59163e-05 4.80783e-05 7.69838e-05 7.57701e-05 0.000116435 8.6452e-05 0.000174183 5.77952e-05 7.04747e-05 0.000110023
threshold=0.10681500000000001 0.083815000000000014 -0.036459999999999992 0.086465000000000014 -0.013279999999999998 -0.0082299999999999995 -0.07125999999999999 -0.095859999999999987 0.086110000000000006 0.092550000000000007 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 9 -7 -11
right_child=-2 -3 3 -5 6 8 -8 -9 -10 10 -12
leaf_value=-0.00042178046761902653 -0.00047912817818596603 0.00040237346299364649 -0.00059863587497607296 -0.00049755692959374857 0.00058553041159845206 0.0006051040490538187 0.00059734645540253752 -0.00053466919480380838 -0.00031107003274574051 0.00042869013082820544 -0.00046884090553587072
leaf_weight=0.0010907403464751652 0.0010044890216312349 0.001804289896839807 0.0012835365176972679 0.0010337279197980805 0.001039920855948838 0.0011164597735025643 0.0017623294859160261 0.0010962473768943146 0.0011147858291521429 0.0010881445169017567 0.0010148267404643738
leaf_count=300 545 723 669 380 198 167 321 276 82 178 71
internal_value=0 2.81305e-05 -2.98764e-05 1.06417e-05 6.58461e-05 -7.99054e-05 0.000275875 1.06619e-05 7.37117e-05 0.000206949 -4.42967e-06
internal_weight=0 0.013445 0.0116407 0.01055 0.00951625 0.00561775 0.0038985 0.00213617 0.00433422 0.00321943 0.00210297
internal_count=3910 3365 2642 2342 1962 1167 795 474 498 416 249
is_linear=0
shrinkage=0.00196078


Tree=4509
num_leaves=10
num_cat=0
split_feature=13 39 4 3 52 16 16 16 0
split_gain=1.95137e-05 3.94018e-05 5.46006e-05 9.88322e-05 7.34923e-05 5.82559e-05 8.21611e-05 4.68445e-05 3.81718e-05
threshold=-0.45122499999999993 0.005105000000000001 -0.034289999999999994 -0.078669999999999976 -0.081429999999999989 -0.09601999999999998 -0.30307999999999996 -0.078844999999999985 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 6 -6 -2 -7
right_child=1 -3 4 -5 5 8 -8 -9 -10
leaf_value=0.013258732218352894 0.012107668497579259 0.014637101053127825 0.022997576191132622 -0.036582423861998947 -0.0069269502724463201 -0.002396671538090929 0.027829553669050506 -0.015042591853551038 -0.028331786502410628
leaf_weight=0.0010085146561885664 0.0012393917766960259 0.0013777704988284954 0.0013434905450733486 0.0012047876362956678 0.0018091789544893897 0.0011449502122093946 0.0010898433467807114 0.0013042339344997169 0.0011252206450250886
leaf_count=112 629 431 421 498 330 69 188 602 630
internal_value=0 -0.00124146 -0.00337349 -0.0129887 0.00216059 -0.00325502 0.00613923 -0.00181352 -0.0152515
internal_weight=0 0.0116389 0.0102611 0.00374841 0.00651268 0.00516919 0.00289902 0.00254363 0.00227017
internal_count=3910 3798 3367 1729 1638 1217 518 1231 699
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=12
num_cat=0
split_feature=484 133 484 16 16 2 47 16 48 42 12
split_gain=0.000132458 6.69919e-05 9.12746e-05 0.000143742 0.000149804 0.000108641 6.16182e-05 9.22065e-05 0.000159148 5.77653e-05 9.87812e-06
threshold=-0.0043499999999999988 0.10681500000000001 0.08764000000000001 -0.014099999999999998 0.3935300000000001 0.092340000000000019 0.09550500000000002 -0.083564999999999987 0.087945000000000009 0.083725000000000008 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 10 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00069623041033719634 0.00012694136648762509 -0.00044958721176146502 -0.0004763592932497971 0.00025978701034724529 -0.00015657558589935502 0.0009807334191523861 0.00030498649936467286 -0.00063116849036019395 -0.00066850493571570251 0.00051629213086250585 -0.00014811621077520808
leaf_weight=0.0010132318555869961 0.0010025081930398725 0.0010018813537614182 0.0010506229805291546 0.001573549606686122 0.0013196821770700973 0.0016423932108771255 0.0015036335002343668 0.0011716134420821089 0.0010748483182289395 0.0013282347999142834 0.0010054164980036861
leaf_count=612 184 472 331 379 292 242 144 499 121 343 291
internal_value=0 3.85144e-05 7.71034e-05 0.000127137 0.000399704 0.000627977 -4.73227e-05 -0.000142214 -1.23425e-05 0.000199061 -1.07866e-05
internal_weight=0 0.0136744 0.0126725 0.0116219 0.00453562 0.00321594 0.00708625 0.00558262 0.00441101 0.00333616 0.00200792
internal_count=3910 3298 2826 2495 913 621 1582 1438 939 818 475
is_linear=0
shrinkage=0.00196078


Tree=4511
num_leaves=12
num_cat=0
split_feature=484 42 42 133 160 133 3 2 3 160 2
split_gain=0.000130652 0.000100826 0.000100714 5.73646e-05 0.000126304 5.7104e-05 8.97794e-05 8.46062e-05 0.000119691 0.000160003 6.31513e-05
threshold=-0.0043499999999999988 -0.11145999999999999 -0.088669999999999985 -0.069944999999999993 -0.083654999999999993 0.093845000000000026 -0.11266 0.10836000000000003 -0.078669999999999976 0.086110000000000006 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -8 10 -10
right_child=1 2 3 4 5 -7 7 -9 9 -11 -12
leaf_value=-0.00069274266647409454 -0.00056506374497863367 0.00065155480900279362 -0.00033114442593334346 -0.00052828476556055046 0.00065806573225492379 -0.00023069040636540061 -0.00031476342127555727 -0.00022206809754591036 0.00043511947442696156 -0.00021121748558180012 0.0010603371167770736
leaf_weight=0.0010238242283675059 0.0010075657825207628 0.0010821537677355815 0.0015040269088145456 0.00117288425359838 0.0014454743891485844 0.0012785308387783184 0.0010643424517430039 0.0019686562136473915 0.0014702047924384778 0.0010473979562253687 0.0010754973221902657
leaf_count=612 204 239 532 484 215 443 445 322 178 97 139
internal_value=0 3.26586e-05 7.85993e-05 2.70465e-05 7.8242e-05 0.000154325 0.000215311 0.000118725 0.000262775 0.000433853 0.000699259
internal_weight=0 0.0141167 0.0131092 0.012027 0.010523 0.0093501 0.00807157 0.0066261 0.00465744 0.0035931 0.0025457
internal_count=3910 3298 3094 2855 2323 1839 1396 1181 859 414 317
is_linear=0
shrinkage=0.00196078


Tree=4512
num_leaves=10
num_cat=0
split_feature=42 49 4 151 42 16 4 3 1
split_gain=2.03157e-05 3.75119e-05 7.42676e-05 7.33292e-05 6.79022e-05 7.88133e-05 7.94567e-05 0.000119083 1.68156e-05
threshold=-1.0000000180025095e-35 -0.047894999999999993 0.0057500000000000008 -0.03268999999999999 0.092395000000000019 -0.23935499999999996 -1.0000000180025095e-35 -0.078884999999999997 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 -5 7 -7 -1
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.01742421266838538 -0.0039358838605427137 -0.025455251655330649 0.03091398168891939 0.031857660571929181 -0.017468902556457878 -0.015792286835440577 -0.015945434542459669 0.02679839669715231 0.00030064301073940206
leaf_weight=0.0011221582546009682 0.0012937752794387909 0.001109924717053787 0.0011595710991182432 0.0010493610619450242 0.0013997808663464562 0.0010225070144233893 0.0016624377810586901 0.0018339033575856959 0.0010233489043840692
leaf_count=864 296 343 154 190 713 618 261 275 196
internal_value=0 0.00170622 0.0125359 -0.00158286 0.00221975 0.00716924 0.00143613 0.0115522 -0.00896994
internal_weight=0 0.0105313 0.00245335 0.00807791 0.00696799 0.00556821 0.00451885 0.00285641 0.00214551
internal_count=3910 2850 450 2400 2057 1344 1154 893 1060
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=10
num_cat=0
split_feature=1375 1 15 49 12 3 2 16 4
split_gain=1.97216e-05 3.6889e-05 6.44632e-05 3.88117e-05 4.99118e-05 7.80834e-05 3.24196e-05 4.68855e-05 3.07669e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 -0.0063699999999999989 -0.036809999999999996 0.090840000000000018 0.10856000000000002 0.092340000000000019 0.15737500000000001 -0.08266999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -4
right_child=1 3 6 4 -6 -7 7 -9 -10
leaf_value=-0.012406245792904246 -0.02282207798757474 0.024206862304241308 -0.0187650573960591 0.023937765079545769 -0.013449331493255962 -0.0077759223268407786 0.02500080096406734 -0.0039577667393142502 0.004557991620589388
leaf_weight=0.001178491417391527 0.0014264275371069805 0.0010656866002721407 0.0011086310312856996 0.0017408640789966503 0.0013085295944932369 0.0014012890901418072 0.0010870622375359215 0.0011511447414703534 0.0011547249528262762
leaf_count=180 1005 288 528 376 483 207 305 59 479
internal_value=0 0.00117973 -0.00429705 0.00706518 0.00296072 0.00979458 0.00157305 0.010107 -0.00686604
internal_weight=0 0.0114444 0.00592799 0.00551637 0.00445068 0.00314215 0.00450156 0.00223821 0.00226336
internal_count=3910 3730 2376 1354 1066 583 1371 364 1007
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=12
num_cat=0
split_feature=484 42 43 3 40 0 16 1 13 4 15
split_gain=9.49898e-05 7.8062e-05 0.000119538 9.60263e-05 0.000109037 0.000103213 9.15894e-05 8.24537e-05 0.000101243 5.84715e-05 5.79407e-05
threshold=-0.0043499999999999988 -0.11145999999999999 0.18078000000000002 -0.10315499999999998 -0.018084999999999997 -0.06340999999999998 -0.19424999999999998 0.094890000000000016 -0.076679999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 6 -6 8 -8 -10 -3
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=-0.00057920267542037654 -0.00049004610142884249 0.00082162782616589038 -0.00057959714962636246 0.00061237966896818491 -0.00035381685659454401 -0.00055233397415762209 -0.00050631207257309681 0.00052536181935344513 0.0004116302955066489 -0.00013543824646434474 0.00022041882552228899
leaf_weight=0.0010594178038372632 0.0010359305453098823 0.0010185387876419144 0.0010131946006682541 0.0011121344753936791 0.0016947914829199056 0.0012871308559810292 0.0010673407217713198 0.001715794363890577 0.0018794584553120011 0.0012511823673762399 0.0015605811069743785
leaf_count=612 204 141 223 317 229 309 662 223 631 128 231
internal_value=0 2.88061e-05 6.83274e-05 0.000120482 3.35403e-05 -3.88258e-05 4.80437e-05 0.00016321 1.51922e-05 0.000192991 0.000457847
internal_weight=0 0.0146361 0.0136001 0.012587 0.0100078 0.0088957 0.00760857 0.00591378 0.00419798 0.00313064 0.00257912
internal_count=3910 3298 3094 2871 2499 2182 1873 1644 1421 759 372
is_linear=0
shrinkage=0.00196078


Tree=4515
num_leaves=13
num_cat=0
split_feature=158 457 16 49 49 16 13 52 133 52 13 3
split_gain=0.000118504 8.20757e-05 0.000107222 9.39461e-05 0.000116273 9.69254e-05 0.000111846 9.15121e-05 8.14559e-05 5.0379e-05 6.91504e-05 3.89511e-05
threshold=0.084710000000000021 -0.0034949999999999994 -0.49150499999999991 -0.086904999999999996 -0.047309999999999998 0.28937500000000005 0.066010000000000013 -0.074484999999999982 -1.0000000180025095e-35 0.10701500000000001 -0.073799999999999991 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -9 10 -10 -7
right_child=-2 2 3 4 5 11 -8 8 9 -11 -12 -13
leaf_value=-0.00046973226649581055 -0.00066074086184316979 0.00055439177841181038 -0.00053809654472995782 0.00063418025030379682 -0.0004540782271832226 0.00063913852513531298 -0.00064590984220873197 -0.00030312277837872705 0.00080894034195661956 -0.00010832125442443511 0.00016488574331523418 0.00010132048157117836
leaf_weight=0.0011640667416230885 0.0010202090259277498 0.001572013205891295 0.0010934344338751215 0.0012243567208482858 0.0013711616998507616 0.0010345810614639578 0.0012451352262360695 0.0013199259762209214 0.001010025540761799 0.0010272035668924782 0.0017538801327692476 0.0010363650429599525
leaf_count=303 433 200 154 162 283 286 241 715 325 363 389 56
internal_value=0 3.01007e-05 7.26076e-05 1.0098e-05 6.44784e-05 -6.7095e-06 -0.000107668 -4.27973e-06 0.00011639 0.000262449 0.000400245 0.000369998
internal_weight=0 0.0148521 0.0136881 0.0121161 0.0110226 0.00979828 0.00772733 0.0064822 0.00511104 0.00379111 0.00276391 0.00207095
internal_count=3910 3477 3174 2974 2820 2658 2316 2075 1792 1077 714 342
is_linear=0
shrinkage=0.00196078


Tree=4516
num_leaves=10
num_cat=0
split_feature=4 15 47 16 16 12 16 2 13
split_gain=1.99383e-05 3.57742e-05 3.92441e-05 4.39084e-05 8.98175e-05 0.00010349 6.4574e-05 9.93329e-05 3.0277e-05
threshold=0.27608500000000008 -0.10981499999999998 0.09550500000000002 -0.014099999999999998 0.10994000000000002 0.091405000000000014 -0.08286499999999998 0.092450000000000018 -0.012339999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 -3
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.018500323092516834 0.010463878933787871 0.021922732958554254 0.015826703764552124 0.02284131853609285 -0.031653297675354339 0.010810368244931673 -0.029060544132607675 -0.028128950113242679 -0.00086778170115439093
leaf_weight=0.0011241140743759688 0.0015664535106948404 0.0010565921563696649 0.0014022987726986852 0.0017029299832885371 0.0010020258220809369 0.0013434125258739832 0.0011823985675601021 0.0010103439445182535 0.0013002564338122332
leaf_count=313 441 406 214 723 248 281 839 214 231
internal_value=0 -0.00158626 0.00031502 -0.00221488 0.00536081 -0.0073311 -0.00895597 -0.0018962 0.00934937
internal_weight=0 0.0111244 0.0100003 0.00859796 0.00404837 0.00234544 0.00454959 0.00336719 0.00235685
internal_count=3910 3469 3156 2942 1252 529 1690 851 637
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=11
num_cat=0
split_feature=42 43 3 42 3 457 13 15 3 43
split_gain=1.84135e-05 3.44506e-05 6.25533e-05 5.95022e-05 3.52648e-05 3.07437e-05 4.48313e-05 6.6577e-05 3.41794e-05 1.19823e-05
threshold=-1.0000000180025095e-35 -0.053009999999999995 -0.076734999999999984 0.08221500000000001 -0.100615 0.041935000000000007 -0.10023999999999998 -1.0000000180025095e-35 0.094625000000000015 -0.093039999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 5 -2 6 -3 8 -8 -1
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.015804232674396106 0.013903466660849557 0.011318253095635881 0.030914692668662699 -0.023504220332102657 -0.01151610783786138 0.014970269777308086 0.014664356224609596 -0.028689966427447113 -0.011009848696277883 -0.00085096565320217114
leaf_weight=0.0011021133233478685 0.0010583449781002402 0.001649527549264224 0.0010074180846532123 0.0011074001952339815 0.0011268592290941378 0.0013559967742578418 0.0010194085172852106 0.0011153916134088535 0.0010553187406949216 0.0010430437640739122
leaf_count=343 120 201 483 747 700 136 105 265 93 717
internal_value=0 0.0016342 0.0102993 -0.00215385 0.00079518 0.00166229 -0.00206641 -0.00898728 0.00160506 -0.00853348
internal_weight=0 0.0104957 0.00319262 0.00730304 0.0021852 0.00619564 0.00483965 0.00319012 0.00207473 0.00214516
internal_count=3910 2850 1303 1547 820 800 664 463 198 1060
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=10
num_cat=0
split_feature=12 159 15 150 2 12 52 1 2
split_gain=1.84095e-05 3.0313e-05 5.56903e-05 6.42695e-05 5.44415e-05 9.70244e-05 0.000168065 4.69472e-05 4.50957e-05
threshold=0.10700500000000002 0.090705000000000022 -0.095799999999999982 0.086420000000000011 0.10796500000000002 0.089745000000000005 0.084240000000000023 0.092550000000000007 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 8 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0077914331217764912 -0.012153856945375921 -0.015311270670001369 0.0049723229606068696 -0.013134144349240737 -0.0085326269530216596 0.033610276359666222 -0.028680798572396499 -0.018788551201885242 0.033520572750660525
leaf_weight=0.0010444484523362176 0.0011482794406311456 0.0010216841049811255 0.0010158814342193371 0.0012852153435179902 0.0011236993508237283 0.0019140020662340882 0.0010078268156334638 0.0018267226324203284 0.0012152021896929489
leaf_count=261 355 436 273 309 259 748 496 312 461
internal_value=0 0.0011275 0.00273731 0.00723927 0.011411 0.0157601 0.00521172 -0.00911953 0.0205217
internal_weight=0 0.0114547 0.010433 0.00756183 0.00627661 0.00515291 0.00323891 0.00287117 0.00223108
internal_count=3910 3555 3119 2546 2237 1978 1230 573 734
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=9
num_cat=0
split_feature=4 151 16 3 133 2 0 43
split_gain=2.26695e-05 3.21447e-05 4.7571e-05 4.91487e-05 4.51168e-05 5.51807e-05 7.75282e-05 4.54874e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.053439999999999994 -0.036599999999999987 0.11085000000000002 -0.053834999999999994 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6
right_child=-2 2 4 -5 5 -7 -8 -9
leaf_value=0.0099241111630866182 0.011208383683655048 -0.0031565385635264676 0.019518857364810065 -0.02973083738469906 0.017139220679023789 0.015658160726399705 -0.025705386462282188 -0.010767008478707811
leaf_weight=0.0019629415396755492 0.0015600839466411815 0.0015656601703153239 0.0010566827963880577 0.0012529080803299441 0.001135225366110439 0.0011957195552253592 0.0016154605385427291 0.00120315679203143
leaf_count=556 441 451 451 156 900 267 258 430
internal_value=0 -0.00167342 -0.00419595 -0.0149693 0.00069679 -0.00316547 -0.00885811 0.00278076
internal_weight=0 0.0109878 0.00902481 0.00281857 0.00620625 0.00514956 0.00395384 0.00233838
internal_count=3910 3469 2913 607 2306 1855 1588 1330
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=10
num_cat=0
split_feature=4 133 160 12 52 0 0 0 4
split_gain=1.83969e-05 3.45679e-05 5.27925e-05 3.7026e-05 5.06675e-05 4.63164e-05 0.000156328 4.08574e-05 2.23572e-05
threshold=0.27608500000000008 -0.090054999999999982 -1.0000000180025095e-35 0.10371500000000002 0.048490000000000012 -0.10071499999999999 -0.14733499999999997 -0.06402999999999999 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -6
right_child=-2 2 3 -5 8 7 -8 -9 -10
leaf_value=-0.01892769960667668 0.010100280624001588 -0.014629994005545557 -0.012553185815669941 -0.013643409390105249 0.027695435157684925 -0.023417526131226683 0.039434493916900334 0.0031387756533857434 0.007859567319911262
leaf_weight=0.0010323590899476215 0.0015582219297900898 0.0019120853536995731 0.0013077890935371747 0.0010497262655633707 0.00125031380310735 0.0011040477425651165 0.0010371028168174971 0.0012190104247234712 0.0010415742455194884
leaf_count=501 441 1002 113 225 287 666 114 275 286
internal_value=0 -0.00151257 0.000299497 0.00386354 0.00650405 0.000525464 0.01044 -0.00948227 0.0186808
internal_weight=0 0.010954 0.00992165 0.00800956 0.00695984 0.00466795 0.00234489 0.00232306 0.00229189
internal_count=3910 3469 2968 1966 1741 1168 227 941 573
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=10
num_cat=0
split_feature=11 0 13 52 15 15 150 1 15
split_gain=1.89856e-05 2.90207e-05 5.4232e-05 4.65512e-05 3.58816e-05 4.74485e-05 5.89519e-05 7.57446e-05 4.45818e-05
threshold=0.079700000000000007 -0.017269999999999997 0.0024700000000000004 0.024145000000000003 -0.0058549999999999991 -0.074174999999999977 0.085200000000000012 0.094385000000000011 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 -6
right_child=-2 3 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.027208417325290214 -0.013092633581444375 0.027073189394078517 -0.020382601901624824 -0.0020261474078880387 0.019852556192723431 -0.021290458887066342 0.022195732867473783 0.0070119230039831955 -0.005390522615565151
leaf_weight=0.0010307834185115793 0.0010254776800617616 0.0010205172440498598 0.0012887598553476048 0.0011917290263200925 0.0018669141184985854 0.0011494451768009079 0.0010395462671496996 0.0017364406458003163 0.0011189811241730098
leaf_count=535 254 232 499 100 586 537 138 357 672
internal_value=0 0.00111053 -0.00135481 0.0113975 0.00173281 -0.0034843 0.00189223 -0.00573506 0.0103926
internal_weight=0 0.0114431 0.00923087 0.00221225 0.00794211 0.00495622 0.00380677 0.00276722 0.0029859
internal_count=3910 3656 3324 332 2825 1567 1030 892 1258
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=8
num_cat=0
split_feature=42 43 16 0 1 49 15
split_gain=1.67001e-05 3.6779e-05 3.67065e-05 4.88366e-05 5.78628e-05 3.52905e-05 4.8198e-05
threshold=0.092145000000000019 0.12326000000000002 0.10994000000000002 -0.077944999999999987 1.0000000180025095e-35 -0.006494999999999999 -0.11739999999999999
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=-0.019093570880080044 -0.0086796996274158388 0.019588755943017365 -0.013337354193709343 0.019040086710693654 -0.0072320914792968621 -0.0060067714091321346 0.020011662064452332
leaf_weight=0.001411740602113784 0.0019004603374215808 0.0010161593657077176 0.0017881112897787576 0.0014589482933601745 0.0017931776029271617 0.0011267299120964508 0.0019341838132877365
leaf_count=1136 832 233 475 419 250 169 396
internal_value=0 0.00150534 -0.000426321 0.00256229 -0.00127443 0.003908 0.0104342
internal_weight=0 0.0105291 0.00951289 0.00772478 0.00626583 0.00485409 0.00306091
internal_count=3910 3078 2845 2370 1951 815 565
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=13
num_cat=0
split_feature=158 41 159 457 16 160 403 42 15 48 2 4
split_gain=0.000130742 8.24607e-05 9.87488e-05 6.95717e-05 0.000147637 0.000117679 0.000124187 0.000115454 0.000149203 8.8201e-05 6.43336e-05 5.02013e-05
threshold=0.084710000000000021 0.075585000000000013 0.08764000000000001 -0.0015249999999999997 -0.49150499999999991 -1.0000000180025095e-35 0.087440000000000004 0.083815000000000014 0.024640000000000006 0.088120000000000018 0.086650000000000019 -0.0048949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 10 -7 -9
right_child=-2 -3 -4 4 5 6 -8 11 -10 -11 -12 -13
leaf_value=-0.00043438685732232428 -0.00068383074188338921 -0.00049393257752602102 0.00066765048530324398 0.00074384745742242541 -0.00051903534477074325 9.9000016665895248e-05 -0.00055033139710365523 0.00027713075969728587 -0.00058405067827275699 -0.00023064721688823643 0.00064888658996952332 0.00087805507219225845
leaf_weight=0.0011092346043349742 0.0010203790223896276 0.0010274767607406149 0.0010242009271758555 0.0011581162930052085 0.0014185568433159974 0.0017044974306161045 0.0010359465522912703 0.0011341229646092688 0.0012119775060238282 0.0013628548035783997 0.0015727809329144997 0.0010108958613122406
leaf_count=273 433 189 270 157 649 142 251 475 534 129 268 140
internal_value=0 4.18778e-05 8.19364e-05 3.47716e-05 7.95966e-05 5.99278e-06 8.84433e-05 0.00017119 2.8555e-05 0.000188564 0.000362893 0.000560332
internal_weight=0 0.0147707 0.0137432 0.012719 0.0116097 0.0104516 0.00903308 0.00799713 0.00585211 0.00464013 0.00327728 0.00214502
internal_count=3910 3477 3288 3018 2745 2588 1939 1688 1073 539 410 615
is_linear=0
shrinkage=0.00196078


Tree=4524
num_leaves=12
num_cat=0
split_feature=484 133 133 3 3 49 1375 0 52 0 16
split_gain=0.000107486 6.44191e-05 7.46959e-05 7.27108e-05 0.000182605 7.73659e-05 9.99658e-05 7.29429e-05 9.49135e-05 7.47043e-05 5.06326e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 -0.100615 -0.078884999999999997 -0.006494999999999999 -0.012944999999999998 -0.053834999999999994 -1.0000000180025095e-35 -0.10209999999999998 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 6 -6 8 -7 -10 -2
right_child=1 -3 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=-0.00062511827087104958 5.1539946855550721e-05 -0.00043504972562753274 0.00045111596512264286 -0.00083710219655645974 0.0001798969811210955 0.0007844953955316032 -0.0006454387473144264 -0.00025328826143280743 -0.00018277838224638483 0.00047752355684710211 0.0006102383245482285
leaf_weight=0.0010100929345802307 0.0013604483813265665 0.0010239985543411207 0.0017589196632959306 0.0010504975415649995 0.001052882709835723 0.0011242273460881236 0.0012156875083033907 0.0011711994810958701 0.0015081972507649997 0.0011696096798689153 0.0011515002840616702
leaf_count=612 197 472 523 828 41 160 227 170 188 294 198
internal_value=0 3.7854e-05 7.63994e-05 1.5396e-05 -7.31359e-05 3.76852e-05 -0.000262386 0.000174565 0.000306363 0.000105628 0.000307652
internal_weight=0 0.0135872 0.0125632 0.0108043 0.0082923 0.0072418 0.00226857 0.00497323 0.00380203 0.00267781 0.00251195
internal_count=3910 3298 2826 2303 1908 1080 268 812 642 482 395
is_linear=0
shrinkage=0.00196078


Tree=4525
num_leaves=13
num_cat=0
split_feature=484 457 4 133 16 52 48 51 0 2 1 2
split_gain=8.10617e-05 7.26462e-05 8.55863e-05 6.54694e-05 0.00010501 0.000121084 0.000105899 0.00011479 0.000179133 0.000100543 3.50734e-05 9.75039e-06
threshold=-0.0043499999999999988 -0.0034949999999999994 0.25367000000000006 0.10681500000000001 -0.094359999999999986 0.096170000000000019 0.084795000000000023 -0.095859999999999987 -0.082074999999999995 0.094400000000000026 0.11198000000000001 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 6 7 -6 11 -3 -4 -9
right_child=1 2 10 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00053709345090814295 -0.0004748620234350241 1.7547983355382711e-05 0.00016991243029296945 -0.00046242483714664418 0.00039634743419518953 0.00065775559664565855 0.00050113985421450214 -9.1285702791739387e-05 -0.00092431949936409234 -0.00076231868702718959 0.00067549430020679812 0.00017999100031948625
leaf_weight=0.0010414084476951533 0.0010195311381317297 0.0016430348707871462 0.001024589889733714 0.0010657028497489231 0.0012398793870274268 0.0015420528878740281 0.0014461356746551168 0.0010308092483630794 0.0011530198467171729 0.0010365572740550777 0.0010874331935113966 0.0010070573264656974
leaf_count=612 197 255 148 434 238 344 273 127 449 100 318 415
internal_value=0 2.9532e-05 6.82662e-05 -2.08251e-07 4.85696e-05 0.000168735 4.04199e-05 -0.000109952 -0.000306685 -0.000284131 0.000430225 4.27717e-05
internal_weight=0 0.0142958 0.0132763 0.0111642 0.0100985 0.00741895 0.0058769 0.00443077 0.00319089 0.00267959 0.00211202 0.00203787
internal_count=3910 3298 3101 2635 2201 1846 1502 1229 991 355 466 542
is_linear=0
shrinkage=0.00196078


Tree=4526
num_leaves=12
num_cat=0
split_feature=484 133 484 16 16 2 52 13 2 49 4
split_gain=0.000136903 6.28572e-05 9.10573e-05 0.000138717 0.000156733 0.000109635 7.41137e-05 4.62549e-05 8.71662e-05 3.84082e-05 2.43625e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088645000000000015 -0.014099999999999998 0.3935300000000001 0.092340000000000019 0.090640000000000012 -0.094679999999999986 0.097135000000000013 -0.020999999999999994 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2 9 -9 -11
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00070408063188241298 0.00031344327496371499 -0.00043560537762295687 -0.00049284467202096002 0.00025978527172658856 -0.00017460964563997339 0.00097410523126947683 -0.00051276636385216205 0.00042656581014624578 -0.00047727207501434054 -0.00023905751770539747 0.00018212923482933141
leaf_weight=0.0010278034604284019 0.0016888827237233252 0.0010028996969664609 0.0010056219925202873 0.0016552132041761382 0.0013597754840060268 0.0016491191132637227 0.0011135321993762052 0.0010194036806910156 0.0013814115177569106 0.0010992735819609742 0.0010159970967803787
leaf_count=612 225 472 303 401 292 245 404 82 219 550 105
internal_value=0 3.73576e-05 7.3878e-05 0.000121439 0.000385708 0.000616287 -4.69804e-05 3.66087e-05 -6.69193e-05 0.000113918 -3.6755e-05
internal_weight=0 0.0139911 0.0129882 0.0119826 0.00466411 0.00330433 0.0073185 0.00620497 0.00451609 0.00313467 0.00211527
internal_count=3910 3298 2826 2523 938 646 1585 1181 956 737 655
is_linear=0
shrinkage=0.00196078


Tree=4527
num_leaves=10
num_cat=0
split_feature=15 151 457 43 52 52 0 12 16
split_gain=1.7655e-05 2.74047e-05 4.20646e-05 5.92222e-05 7.82546e-05 5.47329e-05 7.37159e-05 0.000104944 3.43198e-05
threshold=-0.24219999999999997 -0.088294999999999985 0.088175000000000017 -0.074254999999999988 -0.088779999999999984 -0.0066199999999999991 -0.10462499999999998 0.089995000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 -8 -6
right_child=1 2 -4 5 8 6 7 -9 -10
leaf_value=0.012617883447540333 0.014124260001143148 0.02684956089643465 0.015384256933118279 -0.026808427899186468 0.0074154531302588773 -0.024151602978905978 0.018187817554438591 -0.021602217564670616 -0.016725076729880006
leaf_weight=0.0010083398967189313 0.0010628272804016287 0.0011418526904220265 0.0011431518698231816 0.0016058395016289653 0.0011410568881291476 0.0013805015670737418 0.0018520736389735773 0.0010322859739222436 0.0012170440805914424
leaf_count=317 284 348 125 532 378 208 626 589 503
internal_value=0 -0.0011785 -0.00272544 -0.00493469 0.00536137 -0.0110729 -0.00514807 0.00394733 -0.00504376
internal_weight=0 0.0115766 0.0105138 0.00937065 0.00349995 0.0058707 0.00426486 0.00288436 0.0023581
internal_count=3910 3593 3309 3184 1229 1955 1423 1215 881
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=9
num_cat=0
split_feature=0 16 42 50 47 12 0 49
split_gain=1.94891e-05 4.2506e-05 4.19413e-05 4.30173e-05 7.34173e-05 9.13344e-05 6.04585e-05 7.84005e-05
threshold=0.15480500000000005 0.31524000000000002 -1.0000000180025095e-35 0.086465000000000014 0.087945000000000009 0.089855000000000004 -0.11287999999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.014758178252040588 0.012943676620396395 -0.019686896365992024 -0.0044196514140197596 -0.015865999263187304 -0.013481746954461908 0.029740861639373894 -0.013039598710325402 0.028284377519838588
leaf_weight=0.0014929869627199948 0.0010544877811709133 0.0011289649773478074 0.0015089563217975084 0.0010287221737918127 0.0015661490655733438 0.0018001361847999903 0.0015323026101443597 0.0014255014069391933
leaf_count=951 74 385 175 520 216 466 923 200
internal_value=0 -0.00126164 0.000747237 0.00335951 0.00588442 0.0107242 0.00306033 0.0114673
internal_weight=0 0.0114837 0.0103548 0.00886177 0.00783305 0.0062669 0.00446676 0.00293446
internal_count=3910 3836 3451 2500 1980 1764 1298 375
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=9
num_cat=0
split_feature=1 52 0 12 2 16 13 151
split_gain=1.87079e-05 4.15578e-05 5.06703e-05 7.40664e-05 5.96072e-05 4.14156e-05 3.79564e-05 2.81674e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 0.089910000000000004 0.15737500000000001 -1.0000000180025095e-35 -0.0032449999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1 -6
right_child=-2 -3 5 -5 7 -7 -8 -9
leaf_value=-0.023194169294603169 0.010786881381962538 -0.01777632419184004 0.022721312242410106 -0.026756861730662457 -0.00032397454452792398 -0.0002013495889715047 0.0002505734503547282 0.02130150207676211
leaf_weight=0.0011305452776319753 0.001410972004431227 0.0013652012291111631 0.0015786426995984953 0.0011869662821163297 0.0010361607785906086 0.001574145558040879 0.0017743164326794107 0.0014384485491847486
leaf_count=966 345 576 518 484 172 419 171 259
internal_value=0 -0.00143877 0.000856071 -0.00414708 0.000841712 0.0112763 -0.0088739 0.0122465
internal_weight=0 0.0110844 0.00971923 0.00656644 0.00537947 0.00315279 0.00290486 0.00247461
internal_count=3910 3565 2989 2052 1568 937 1137 431
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=9
num_cat=0
split_feature=14 15 13 13 16 52 0 52
split_gain=1.82894e-05 3.74873e-05 3.90017e-05 5.04952e-05 4.37463e-05 5.48945e-05 4.30021e-05 2.5e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.09547499999999999 -0.032264999999999995 -0.094359999999999986 0.089525000000000007 -0.11208499999999998 -0.0093349999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.012845323557092801 0.014834130951196607 0.011319196756846747 -0.019059585426932965 -0.014318811102796411 0.015799804147175866 0.024755962482753181 0.002540654064807892 -0.018411142151415035
leaf_weight=0.0010256476633384278 0.001691951866445972 0.0019593673218213734 0.0018173224381883941 0.001575112255821084 0.0010228582332513355 0.0010740677772774383 0.0010473109397007724 0.0012483037066611123
leaf_count=196 505 299 1471 213 124 218 441 443
internal_value=0 0.00109429 -0.00129141 -0.00446533 -2.09522e-05 0.00510609 -0.00125385 -0.00885246
internal_weight=0 0.0114363 0.00974434 0.00778498 0.00596765 0.00439254 0.00331847 0.00229561
internal_count=3910 3714 3209 2910 1439 1226 1008 884
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=10
num_cat=0
split_feature=49 151 151 42 4 16 15 12 13
split_gain=1.79658e-05 0.000101846 6.09479e-05 4.97859e-05 8.32259e-05 0.000107487 8.78325e-05 0.000102165 5.35431e-05
threshold=-0.047894999999999993 -0.039414999999999999 -0.03268999999999999 0.092395000000000019 0.15927500000000003 -0.089864999999999987 -0.038029999999999987 1.0000000180025095e-35 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 -8 -9
right_child=2 -3 3 -5 -6 6 7 8 -10
leaf_value=0.031687779756885658 -0.023653401331473603 -0.0079847633669856179 -0.031010008205336864 -0.016632391980998116 0.023973330918296433 -0.018455948579932588 0.036756604713762832 0.016610746312737512 -0.015092932162254198
leaf_weight=0.0010436996607274384 0.0011528289126640804 0.0017028417211010791 0.0010194701867353492 0.0013686493540683688 0.0016387789938150411 0.0011827631046955299 0.0011896574899939285 0.001028073861466292 0.0011055450467386484
leaf_count=250 388 255 438 713 297 457 189 195 728
internal_value=0 0.007091 -0.00207202 0.000843697 0.00418229 -0.00168742 0.00494667 0.0132757 0.000183331
internal_weight=0 0.00274654 0.00968577 0.00853294 0.00716429 0.00552551 0.00450604 0.00332328 0.00213362
internal_count=3910 505 3405 3017 2304 2007 1569 1112 923
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=13
num_cat=0
split_feature=484 133 40 42 484 160 15 48 2 4 2 16
split_gain=9.09362e-05 7.40961e-05 0.000104352 9.63643e-05 0.000119793 8.1908e-05 0.000109958 8.78611e-05 7.68658e-05 0.000101469 0.000171163 0.000112105
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 0.098455000000000015 -0.095799999999999982 0.091065000000000021 0.10393500000000001 0.074650000000000008 0.081110000000000015 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 10 -8 -12
right_child=1 -3 3 4 -6 -7 8 -9 -10 -11 11 -13
leaf_value=-0.0005641635296177081 0.00067729947360664958 -0.00047039722103442362 -0.00050059251293440459 0.00022394495777682002 -0.00054270507958099434 -0.0003659283240613741 -0.0003487709618144093 -0.00049180382858840261 -4.3980310645870527e-05 0.0010327893646337744 0.00017449992345481714 0.00098926403237221136
leaf_weight=0.001051039274308622 0.0010161062581919766 0.0010380327603812462 0.0012151614397270727 0.0013694108893226545 0.0010642801260690891 0.0010540396199088904 0.0010289873425393288 0.0012717195017791191 0.0013974690656770039 0.0010027578393335969 0.0012550038610279648 0.0013451792520804313
leaf_count=612 243 472 334 272 298 105 343 131 349 70 464 217
internal_value=0 3.37593e-05 7.39534e-05 2.28818e-05 8.18414e-05 0.000150193 0.000212936 -0.000120692 0.000359079 0.000480684 0.000328134 0.00059601
internal_weight=0 0.0140581 0.0130201 0.012004 0.0107888 0.00972457 0.00867053 0.00264113 0.0060294 0.00463193 0.00362917 0.00260018
internal_count=3910 3298 2826 2583 2249 1951 1846 403 1443 1094 1024 681
is_linear=0
shrinkage=0.00196078


Tree=4533
num_leaves=9
num_cat=0
split_feature=11 48 0 2 42 133 43 0
split_gain=1.77867e-05 2.82458e-05 0.000104776 5.54104e-05 5.64782e-05 6.22339e-05 0.000101237 3.23587e-05
threshold=0.079700000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.088669999999999985 0.084630000000000025 -0.074254999999999988 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.011966527301586392 -0.012691196344542521 -0.0087961637901187769 0.026152092554691888 0.016420753564622054 0.017325186315623891 -0.032815875748659178 -0.005881916257662408 -0.027156682029406805
leaf_weight=0.0013936396673684915 0.0010211617445327953 0.0017164895239556168 0.0017148960368924746 0.0013329456560430275 0.0013447214660687779 0.0010225683915227827 0.0015140368482472214 0.0013545360877204346
leaf_count=363 254 115 604 421 333 815 187 818
internal_value=0 0.00108528 0.00866985 -0.00218326 -0.00592383 -0.0106857 -0.00531475 -0.0159278
internal_weight=0 0.0113938 0.00343139 0.00796245 0.0066295 0.00523586 0.00421329 0.00286857
internal_count=3910 3656 719 2937 2516 2153 1338 1005
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=10
num_cat=0
split_feature=42 160 3 49 42 49 13 52 1
split_gain=1.88917e-05 3.78773e-05 7.67706e-05 5.58202e-05 5.38816e-05 4.62617e-05 4.65847e-05 7e-05 1.8145e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084925000000000014 -0.081419999999999979 0.091955000000000023 -0.0019649999999999997 -0.15610499999999997 0.024145000000000003 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 -5 -7 -8 -1
right_child=1 3 -4 4 -6 6 7 -9 -10
leaf_value=-0.017657547659985614 -0.029387765360845881 0.023774490915801 0.0071967051403391651 -0.011559238817570422 -0.015283896800872533 -0.0046533550817817971 0.006106618860984462 0.039150708576454002 0.0010009412583566852
leaf_weight=0.0010875071703092816 0.001058135082540399 0.0013193678454284791 0.0012525883871667282 0.0011454369906242169 0.0015193821535105971 0.0012609000159266586 0.0016969167965860577 0.0010303223406708953 0.0010008806621567448
leaf_count=864 871 195 169 233 576 118 483 205 196
internal_value=0 0.001717 -0.00955619 0.00498445 0.00125815 0.00615409 0.0112415 0.0185903 -0.00871528
internal_weight=0 0.010283 0.00231072 0.00797233 0.00665296 0.00513358 0.00398814 0.00272724 0.00208839
internal_count=3910 2850 1040 1810 1615 1039 806 688 1060
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=10
num_cat=0
split_feature=14 2 4 160 43 133 4 2 2
split_gain=1.99383e-05 2.84589e-05 5.08144e-05 4.76145e-05 5.55937e-05 9.05344e-05 8.16557e-05 3.68301e-05 3.06565e-05
threshold=-1.0000000180025095e-35 0.10910500000000002 -0.08422499999999998 0.087260000000000018 -0.079109999999999986 -0.0056849999999999991 -1.0000000180025095e-35 0.11934000000000002 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -7 -3 -2
right_child=1 7 3 -5 5 6 -8 -9 -10
leaf_value=-0.013427332856991634 -0.0030892637281924474 0.021424332838453384 -0.0085619196951889909 -0.015299205828056285 -0.011008333830627196 0.042579582699730056 0.0079830957241037934 -0.0034251281283668271 -0.027167341637529624
leaf_weight=0.0010201858729491269 0.0010704400476805524 0.001388323505374068 0.0016745699567508512 0.0011990833992538133 0.0011034504850109717 0.0011956009684717353 0.0015887909385563287 0.001045683369638378 0.0010450038971741827
leaf_count=196 531 293 710 314 591 465 299 354 157
internal_value=0 0.00116943 -0.00145713 0.00277482 0.00667102 0.0132321 0.0228386 0.0107487 -0.0149835
internal_weight=0 0.0113109 0.00887694 0.0067615 0.00556241 0.00388784 0.00278439 0.00243401 0.00211544
internal_count=3910 3714 3067 2379 2065 1355 764 647 688
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=11
num_cat=0
split_feature=484 133 484 16 16 2 52 2 4 16
split_gain=0.000141462 8.34705e-05 7.76858e-05 0.00010215 0.000113692 0.00011698 5.77557e-05 4.72895e-05 4.79474e-05 7.41179e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.3935300000000001 0.092340000000000019 0.090640000000000012 0.113945 0.15927500000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00071512726793880621 -0.00036122291350185063 -0.00050437833914533734 -0.00041224572339172981 0.00018017561424957991 -0.00011755778026141773 0.00094276352164792158 -0.00042880361621883232 -0.00027492005902953604 0.00043714718480130597 0.00025554181887032585
leaf_weight=0.0010292522596010495 0.0012339902969761151 0.0010067803641891837 0.0011126350893540414 0.0015139357065645899 0.0013200230889416388 0.0015810270228003723 0.0011005691990293338 0.0012716547338389441 0.0015229961979204543 0.001906418011753514
leaf_count=612 175 472 341 375 292 241 404 194 205 599
internal_value=0 3.88591e-05 8.23924e-05 0.000130456 0.000364244 0.000569735 -1.62507e-05 6.02511e-05 0.000151648 1.31906e-05
internal_weight=0 0.01357 0.0125632 0.0114506 0.00441499 0.00309496 0.00703563 0.00593506 0.0046634 0.00314041
internal_count=3910 3298 2826 2485 908 616 1577 1173 979 774
is_linear=0
shrinkage=0.00196078


Tree=4537
num_leaves=11
num_cat=0
split_feature=159 1 51 457 484 151 4 0 16 52
split_gain=1.9392e-05 3.40797e-05 3.77176e-05 8.05319e-05 5.77618e-05 5.45119e-05 4.79575e-05 8.58034e-05 5.67646e-05 9.4158e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.08955500000000001 0.084715000000000013 0.073820000000000011 -0.0017399999999999998 0.15927500000000003 -0.084304999999999977 -0.083144999999999983 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.012406323114110785 -0.026523638361866178 0.018058114032112233 -0.018809694095849844 0.028125739492699382 0.019389512558616165 -0.028999786179544254 0.014621835675557178 0.021084431527270471 -0.029490435455091463 0.011612054569780607
leaf_weight=0.001150494019110322 0.0010254296771381446 0.0010862675182203461 0.0010205618700669271 0.0010073420616740049 0.0011038193146836097 0.0012377587090611356 0.0014002809551632005 0.0010491708811497754 0.0010224976790992701 0.0012251339629909402
leaf_count=633 306 315 273 200 276 622 196 173 703 213
internal_value=0 0.00122825 -0.000583263 0.00146726 -0.00186284 -0.00523321 -0.00155463 -0.00654995 0.00187867 -0.00708638
internal_weight=0 0.0111783 0.010092 0.00907143 0.00806409 0.00696027 0.00593484 0.00453456 0.0032968 0.00224763
internal_count=3910 3277 2962 2689 2489 2213 1907 1711 1089 916
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=10
num_cat=0
split_feature=157 4 2 2 13 42 0 0 4
split_gain=1.94054e-05 3.27315e-05 5.77842e-05 6.66007e-05 4.25623e-05 3.69405e-05 6.50093e-05 8.77653e-05 3.00477e-05
threshold=-1.0000000180025095e-35 -0.39075499999999991 0.12663500000000003 0.099015000000000006 -0.086679999999999993 -1.0000000180025095e-35 -0.10209999999999998 -0.081964999999999996 0.22584000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -5
right_child=1 2 -4 8 5 6 7 -9 -10
leaf_value=-0.010748527654346812 0.01555758926687488 -0.01984438837710863 -0.023415348849869202 0.029141015701115852 -0.01172215464155877 -0.0093205260207510337 0.039243482523594615 -0.0025768755016641978 0.0050790069176246668
leaf_weight=0.0014874806553645597 0.00142446907663426 0.0012259062465134266 0.0010012797052663834 0.0010748476742421145 0.0015855283651281058 0.0014644251301559356 0.0010062938770527209 0.0010009970920984448 0.0010035037113036492
leaf_count=703 148 509 295 357 745 117 373 483 180
internal_value=0 0.00143536 -0.000713218 0.00200533 -0.00312763 0.000924616 0.00670038 0.0183885 0.017523
internal_weight=0 0.0107873 0.00936278 0.0083615 0.00628315 0.00505724 0.00347172 0.00200729 0.00207835
internal_count=3910 3207 3059 2764 2227 1718 973 856 537
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=9
num_cat=0
split_feature=1 0 13 52 15 1 15 0
split_gain=2.2505e-05 6.73905e-05 3.89543e-05 7.62844e-05 5.32709e-05 4.75688e-05 3.61293e-05 2.63497e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.0010249999999999997 -0.074484999999999982 -0.0039399999999999991 0.092550000000000007 0.041585000000000004 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5 -3 -7
right_child=2 6 3 5 -6 7 -8 -9
leaf_value=-0.026030626204851633 0.0020477448929333802 -0.0065974041915947412 -0.020678273872391701 0.021576138617045548 0.030246579120650166 0.0070187564805748882 0.015554939321043296 -0.014804526794163367
leaf_weight=0.0011956823782591818 0.0018251099338384919 0.0019197158353101589 0.0015450472408133648 0.001256561842939514 0.0010584397978747485 0.0012377382818367223 0.0011942588451267946 0.0010004856085324668
leaf_count=630 681 579 291 158 466 135 799 171
internal_value=0 -0.00585032 0.00312872 -0.00217497 0.0123984 0.00600535 0.00189837 -0.00273625
internal_weight=0 0.00430966 0.00792338 0.00503983 0.00288355 0.00349479 0.00311397 0.00223822
internal_count=3910 2008 1902 755 1147 464 1378 306
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=13
num_cat=0
split_feature=484 42 42 43 131 49 2 42 133 16 0 0
split_gain=0.000115861 7.23908e-05 7.41658e-05 0.000107134 7.78891e-05 8.61265e-05 0.00010953 5.57461e-05 5.97203e-05 8.63297e-05 0.00010739 8.43186e-05
threshold=-0.0043499999999999988 0.10269500000000001 -0.11145999999999999 -0.15648499999999999 0.078940000000000024 -0.00064499999999999985 0.092865000000000017 0.084100000000000022 0.077945 -0.19424999999999998 -0.12329499999999999 -0.074514999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 -7 -11 -12
right_child=1 -3 3 4 -6 7 -8 -9 -10 10 11 -13
leaf_value=-0.00063301776840775392 -0.00042760451423343502 -0.00046316432498371286 0.0007000751505906222 0.00018838948932973579 -0.00042402926458924247 -0.00022513164598765787 -0.00053602616334677729 -0.00014194656562525264 0.00075377060511193166 0.00087781004306597041 -0.00021439639503845599 0.00054741822504662764
leaf_weight=0.0010521869185653914 0.0010226806987818663 0.0010166084378306168 0.0011200497171865624 0.0017460201022668712 0.0011302242668623915 0.0011857093915279802 0.0014848841023566298 0.0011852239386935188 0.0010256310669254235 0.0011463374897963115 0.0012000810436053537 0.0010449529530049354
leaf_count=612 204 402 145 262 473 143 219 571 109 74 428 268
internal_value=0 4.11379e-05 7.97089e-05 0.000121996 6.39209e-05 0.000118966 -0.000144543 0.000244391 0.000326119 0.000230291 0.000389518 0.000140191
internal_weight=0 0.0143084 0.0132918 0.0122691 0.0111491 0.0100188 0.0032309 0.00678794 0.00560271 0.00457708 0.00339137 0.00224503
internal_count=3910 3298 2896 2692 2547 2074 481 1593 1022 913 770 696
is_linear=0
shrinkage=0.00196078


Tree=4541
num_leaves=9
num_cat=0
split_feature=1 4 150 1 15 15 4 13
split_gain=1.93081e-05 4.22163e-05 3.81177e-05 4.04171e-05 3.71789e-05 5.83015e-05 3.20013e-05 2.54601e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 -0.038029999999999987 -0.14868999999999996 -0.00027999999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 -5 -3 -1
right_child=2 6 -4 4 -6 -7 -8 -9
leaf_value=-0.0059513631731908847 -0.012209044437478672 -0.026962338743059963 0.016297237500864085 0.014932249695800801 0.021663987099960393 -0.016140700588001138 -0.0043125659035156026 0.014048809961514872
leaf_weight=0.0012311610152233505 0.0019718751392878513 0.001072246779574469 0.0017196608506118653 0.0011751541160926922 0.0010287837350199647 0.001242017040187976 0.0014914801419119144 0.0013177436439182461
leaf_count=430 706 1039 348 300 155 192 540 200
internal_value=0 -0.00472491 0.00332599 -0.000791181 0.00574245 -0.00103399 -0.0137856 0.00438841
internal_weight=0 0.00511263 0.00713749 0.00541783 0.00344595 0.00241717 0.00256373 0.0025489
internal_count=3910 2209 1701 1353 647 492 1579 630
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=9
num_cat=0
split_feature=159 1 51 457 3 12 2 12
split_gain=1.83065e-05 3.27681e-05 3.38781e-05 6.2037e-05 6.19924e-05 8.46718e-05 0.000126001 9.00141e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.08955500000000001 0.082870000000000013 0.090325000000000003 0.089995000000000006 0.087995000000000004 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.012075595382825134 -0.0056528686777995094 0.017717827563119213 -0.017888693805721896 0.023432221410843584 -0.018143906891504896 -0.034081397153134775 0.030696162897550568 0.0059853653563067396
leaf_weight=0.0011437856274539521 0.0019479608384586548 0.00108503428785934 0.0010158027041463008 0.0011168925332123341 0.0017840537352092345 0.001030488265524166 0.0018682922817063836 0.0012299746313721716
leaf_count=633 835 315 273 247 149 449 491 518
internal_value=0 0.0012126 -0.00057944 0.00137906 -0.00175434 0.00305744 0.0121422 -0.0122801
internal_weight=0 0.0110785 0.00999346 0.00897766 0.00786077 0.00607672 0.00381625 0.00226046
internal_count=3910 3277 2962 2689 2442 2293 1326 967
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=12
num_cat=0
split_feature=484 133 484 133 12 15 43 16 150 4 13
split_gain=0.000109678 8.69425e-05 0.000110924 0.000102033 0.000106806 0.000112725 0.000122045 0.0001633 0.000101151 0.000121399 5.57581e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 0.083815000000000014 -0.023959999999999995 0.024640000000000006 -0.15648499999999999 -0.19424999999999998 0.086420000000000011 -1.0000000180025095e-35 -0.012339999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 9 -9 -7
right_child=1 -3 -4 -5 5 10 7 8 -10 -11 -12
leaf_value=-0.00062860861413936416 -0.0005187199156835515 -0.00052231223501815601 -0.00050076811705411668 0.00058394020372413416 0.00087114258692377053 9.8779437586667121e-05 -0.00045785404291840472 0.00087089506695135007 -0.00015606472978887004 9.4063608318821433e-05 -0.00051336275971938946
leaf_weight=0.0010323420103482131 0.0010936540082274815 0.0010031426914644597 0.0011629388398754501 0.0016638483690254125 0.0010557293756959431 0.0010265593157230467 0.0013231249938364022 0.0016906653531059065 0.001192089866942421 0.0014256117045349532 0.001292231073434461
leaf_count=612 262 472 341 399 63 462 187 365 114 226 407
internal_value=0 3.37649e-05 7.69186e-05 0.000134029 5.99088e-05 0.000130175 0.000259351 0.00014466 0.000329695 0.000515516 -0.000242359
internal_weight=0 0.0139296 0.0129265 0.0117635 0.0100997 0.00900601 0.00668722 0.00563149 0.00430837 0.00311628 0.00231879
internal_count=3910 3298 2826 2485 2086 1824 955 892 705 591 869
is_linear=0
shrinkage=0.00196078


Tree=4544
num_leaves=10
num_cat=0
split_feature=2 13 1 0 42 49 1 52 0
split_gain=1.79849e-05 2.40894e-05 5.83411e-05 5.64398e-05 8.36902e-05 7.07972e-05 5.30711e-05 6.51311e-05 2.80445e-05
threshold=-1.0000000180025095e-35 -0.094679999999999986 0.08844500000000001 -0.053834999999999994 0.091145000000000018 -0.07107999999999999 0.077800000000000022 -0.0066199999999999991 0.055865000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 -5
right_child=1 3 -4 8 -6 6 7 -9 -10
leaf_value=0.012336288872752638 -0.0054765057620825147 -0.027541978929456146 0.024858248113774063 -0.030243002053914964 0.024755357137526666 -0.017978880598831386 -0.0074716964699368714 0.021209782965273274 -0.0066978180790890967
leaf_weight=0.0010716988779833651 0.0015186818216998295 0.0010749064199742338 0.0010883701890237274 0.0010043145598190274 0.0011864398484758539 0.0010792310699561979 0.001497965560147627 0.0016793709675960379 0.0010192952161976237
leaf_count=280 235 177 217 281 613 1296 230 405 176
internal_value=0 -0.00122648 0.00718739 -0.00379458 0.000734756 -0.00461067 0.00118015 0.00768781 -0.0183833
internal_weight=0 0.0111486 0.00260705 0.00854152 0.00651791 0.00533147 0.00425657 0.00317734 0.00202361
internal_count=3910 3630 452 3178 2721 2108 1931 635 457
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 1 3 2 3
split_gain=0.000117279 6.50302e-05 0.000107994 6.59015e-05 9.93808e-05 0.00010359 6.22954e-05 9.48218e-05 7.57783e-05 4.71807e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097135000000000013 0.076710000000000014 -0.084129999999999996 0.086650000000000019 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00065698211447483539 -0.00041839896168768478 -0.0004406582799080791 0.00063813475929163494 -0.00053020678212324852 0.00051733807896160006 -0.00044043129034293212 0.00032770534324725226 0.0002459191197565295 0.0006981293563422757 -0.00015456487711225099
leaf_weight=0.0010024069632392331 0.0011907972746622647 0.0010068742673308177 0.0011935185176693416 0.0012472337184550801 0.0016000277065733584 0.001748580145155154 0.0015729003046734986 0.0011757027463645147 0.0010473525144558968 0.0015469428375212146
leaf_count=612 261 137 368 615 117 518 490 530 96 166
internal_value=0 3.84626e-05 7.76099e-05 1.74999e-05 6.97266e-05 -1.61609e-05 9.64121e-05 -0.0001536 0.000241777 8.85765e-05
internal_weight=0 0.0133299 0.0123231 0.0111295 0.00993874 0.00833871 0.00659013 0.00242294 0.0041672 0.00311984
internal_count=3910 3298 3161 2793 2532 2415 1897 1145 752 656
is_linear=0
shrinkage=0.00196078


Tree=4546
num_leaves=10
num_cat=0
split_feature=11 16 2 52 47 16 0 0 51
split_gain=1.88786e-05 2.73115e-05 4.07355e-05 3.98138e-05 4.66945e-05 6.66719e-05 8.81513e-05 8.27257e-05 4.42505e-05
threshold=0.079700000000000007 -0.41862999999999995 0.114165 0.10433000000000002 0.09550500000000002 0.15737500000000001 -0.07773999999999999 -0.10783 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.011347048585634756 -0.01316457043152878 0.01884120932299288 0.020075167958756957 0.01835540056728887 0.016780009573046858 -0.027304193038997546 0.024308297931963652 -0.0240514763167867 -0.009077720082976427
leaf_weight=0.0015156949292294162 0.0010060107579100879 0.0011482299677177824 0.00123219327951364 0.0011003565058245093 0.0011181723162354065 0.0011374271464843991 0.0011162428662905583 0.0017165754803492644 0.0011228636292894834
leaf_count=399 254 143 418 476 214 254 377 1300 75
internal_value=0 0.00113587 0.00308801 0.000613802 -0.00203883 -0.00541034 -0.000531203 -0.00748437 0.00503766
internal_weight=0 0.0112078 0.00969206 0.00845987 0.00735951 0.00624134 0.00510391 0.00398767 0.00227109
internal_count=3910 3656 3257 2839 2363 2149 1895 1518 218
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=10
num_cat=0
split_feature=150 151 151 52 13 43 2 3 3
split_gain=1.921e-05 5.49583e-05 3.88138e-05 4.32527e-05 4.09229e-05 7.90429e-05 7.00315e-05 5.23842e-05 3.18371e-05
threshold=0.084800000000000014 -0.024429999999999997 -0.03268999999999999 0.11401500000000002 0.17936000000000002 -0.074254999999999988 0.087995000000000004 0.10223 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 8 -8 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.01934131803591627 0.025077238446227074 -0.0070936662084138905 0.024698606215542703 -0.016182372343069389 -0.015372360006520544 -0.027110944586327776 0.022993621457788466 -0.0042777145528040805 -0.0020532657851520808
leaf_weight=0.0011281825469064742 0.0010367169989695692 0.0010886107167258094 0.0017048756955505787 0.0013446191318883241 0.0010180851838543486 0.001008016626308326 0.0014620617856424632 0.001359088944775582 0.0010202629540635635
leaf_count=363 284 174 703 568 143 779 644 143 109
internal_value=0 0.00859903 -0.00186565 0.000345374 0.00328018 0.0061775 -0.000333823 0.00985566 -0.0145065
internal_weight=0 0.00212533 0.0100452 0.00891701 0.00757239 0.00655431 0.00484943 0.00282115 0.00202828
internal_count=3910 458 3452 3089 2521 2378 1675 787 888
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=9
num_cat=0
split_feature=42 403 160 42 43 16 48 16
split_gain=2.07089e-05 4.26634e-05 5.49977e-05 8.65218e-05 6.45261e-05 4.11467e-05 3.32911e-05 4.26842e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 -0.006474999999999999 0.087945000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 -6
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=-0.028918355478208174 -0.0097559440776599296 0.019122689377487696 -0.022011918913118343 0.028356576983871309 0.024274063332019619 -0.0009746622818898377 -0.0082760005807511229 -0.00058381267453174064
leaf_weight=0.0010434871917919142 0.0018557020675155919 0.0012391503059029077 0.0011051004202904764 0.0012783831833507626 0.0011596514441242819 0.0010645110338601599 0.0016751574547983969 0.0017084828135404909
leaf_count=596 832 358 709 429 177 298 166 345
internal_value=0 0.00172242 -0.000664086 0.00364002 0.0085094 -0.0148072 0.00292484 0.00946679
internal_weight=0 0.0102739 0.00903477 0.00692678 0.00582167 0.002108 0.00454329 0.00286813
internal_count=3910 3078 2720 1826 1117 894 688 522
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 51 13 43
split_gain=1.91527e-05 4.38311e-05 3.54954e-05 3.93202e-05 5.08656e-05 5.57113e-05 3.15699e-05 3.02004e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.088439999999999977 -0.080814999999999984 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -3 -1
right_child=2 6 -4 4 5 -7 -8 -9
leaf_value=-0.0047954347513105072 -0.017099835504136275 -0.026491473271098492 0.015967877861289791 0.01628334526658123 0.0099183042391855561 -0.020797799083467225 -0.0040219390606518537 0.01734349013429002
leaf_weight=0.0014512590377073896 0.0011427837166685445 0.0011267047064033814 0.0016916215855043697 0.0018406921291247613 0.0011475791910554459 0.0012163757540917656 0.001405082438636029 0.0010708065157057078
leaf_count=539 255 733 348 433 252 413 846 91
internal_value=0 -0.00472652 0.00334234 -0.000651656 0.0038188 -0.0058867 -0.0140214 0.0046042
internal_weight=0 0.00505385 0.00703905 0.00534743 0.00420465 0.00236395 0.00253179 0.00252207
internal_count=3910 2209 1701 1353 1098 665 1579 630
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=9
num_cat=0
split_feature=2 42 49 160 4 15 3 13
split_gain=1.80892e-05 2.6522e-05 4.76759e-05 0.000117786 5.70281e-05 0.000105914 8.5388e-05 3.90356e-05
threshold=-1.0000000180025095e-35 0.092145000000000019 -0.00064499999999999985 0.069910000000000014 -0.08422499999999998 -0.017214999999999998 0.092005000000000017 -0.016579999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -4
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=0.012522057462861558 -0.031259676104993084 -0.012383055209674917 0.0057685760607208859 0.0092521061017124869 0.01693783847713699 0.029695273910449956 -0.020879511309419979 -0.021965428301583021
leaf_weight=0.0010487294025741467 0.0013505232662088919 0.0017843211668701871 0.0010188122338773058 0.0015315642988741555 0.001204791229974308 0.0019302481215614491 0.0011836180616166788 0.0010112153528859444
leaf_count=280 453 782 152 188 753 665 146 491
internal_value=0 -0.00122235 0.000935028 -0.00973139 0.00577722 0.0122752 -0.00180321 -0.00804653
internal_weight=0 0.0110151 0.00923077 0.00288209 0.00634868 0.00431866 0.00238841 0.00203003
internal_count=3910 3630 2848 641 2207 1564 899 643
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=10
num_cat=0
split_feature=1 43 42 48 52 16 1 0 12
split_gain=2.13873e-05 3.80636e-05 5.21032e-05 4.17191e-05 4.75176e-05 5.70694e-05 3.61162e-05 5.87857e-05 6.00933e-05
threshold=0.10420500000000001 -0.15648499999999999 0.088585000000000011 0.086935000000000012 0.086950000000000013 -0.083564999999999987 0.11097000000000001 -0.14808999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2 -8 -9
right_child=6 2 -4 -5 -6 -7 7 8 -10
leaf_value=0.014008841050461568 0.021793515795506962 0.023396305165047104 -0.025881251432299274 -0.019319687569034294 -0.015038196893089481 -0.0030414924674668706 -0.019157963593715709 0.026874918514616083 -0.0070091201856099048
leaf_weight=0.0011148292486302426 0.001050750534637033 0.0014338146126458297 0.0010967765149668719 0.0011209785376482097 0.0011764412007673631 0.0018964173597763655 0.0010329220420571888 0.0010506650651862662 0.0010429744221362516
leaf_count=235 206 353 837 276 449 880 107 354 213
internal_value=0 -0.00310475 -0.00594198 -0.00205601 0.00223812 0.00834117 0.0057542 0.000363825 0.00999513
internal_weight=0 0.00783926 0.00672443 0.00562765 0.00450667 0.00333023 0.00417731 0.00312656 0.00209364
internal_count=3910 3030 2795 1958 1682 1233 880 674 567
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=11
num_cat=0
split_feature=484 4 133 133 16 52 0 3 48 43
split_gain=5.82643e-05 6.1894e-05 4.39667e-05 8.07825e-05 6.43601e-05 0.000102186 0.000119088 0.000102807 7.98625e-05 6.63462e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 0.10599500000000002 0.083815000000000014 -0.19424999999999998 0.089525000000000007 -0.12329499999999999 -0.078884999999999997 0.086870000000000017 -0.0012249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6 -9
right_child=1 -3 -4 -5 5 -7 7 9 -10 -11
leaf_value=-0.00045025315459117213 -0.00039712109447325464 0.00039414077129990981 -0.00040777203526200494 0.00043625093049885928 0.00066299351967773364 0.00045495544009765152 -0.00079780095949398089 0.00027788565290708675 -0.00010418552746433436 -0.00040668834106117154
leaf_weight=0.0010624017268690026 0.0017113031293055662 0.0015563511562025041 0.0010365825606243198 0.001501461920877893 0.0010051069421631131 0.0016442699299723295 0.0011790302300345003 0.001043602779133557 0.0010846665737512841 0.0011376342192176113
leaf_count=627 142 420 456 443 107 452 788 146 85 244
internal_value=0 2.74653e-05 -2.28426e-05 1.58697e-05 -5.58103e-05 2.65213e-05 -0.000102737 -0.00033131 0.0002648 -7.91571e-05
internal_weight=0 0.0129 0.0113437 0.0103071 0.00880561 0.00709431 0.00545004 0.00336027 0.00208977 0.00218124
internal_count=3910 3283 2863 2407 1964 1822 1370 1178 192 390
is_linear=0
shrinkage=0.00196078


Tree=4553
num_leaves=9
num_cat=0
split_feature=4 16 1 12 3 0 15 15
split_gain=2.00932e-05 3.61513e-05 3.45933e-05 7.25943e-05 2.89858e-05 8.5062e-05 4.21864e-05 6.66815e-06
threshold=0.28937500000000005 -0.30307999999999996 0.095575000000000007 0.051320000000000005 0.084925000000000014 -0.084304999999999977 0.085120000000000015 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -6
right_child=-2 2 3 -5 7 6 -8 -9
leaf_value=-0.017822622252375509 0.010918668546266583 -0.028419051304690298 0.020941110388333413 -0.010810911523540705 0.00037278217804551154 -0.0077650490651665939 0.017605279627285041 0.011881047541176512
leaf_weight=0.0012097197105894993 0.0014709434002384966 0.0014165498707773066 0.0019478676350715533 0.0011423100033968467 0.0010047722465936493 0.0017692107242853502 0.0010411105167292306 0.0010091729119699466
leaf_count=210 426 1096 337 350 54 624 714 99
internal_value=0 -0.00155783 0.000550823 0.00920371 -0.00373371 -0.00843791 0.00163363 0.00613949
internal_weight=0 0.0105407 0.00933099 0.00309018 0.00624082 0.00422687 0.00281032 0.00201395
internal_count=3910 3484 3274 687 2587 2434 1338 153
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=10
num_cat=0
split_feature=50 4 12 3 2 0 43 4 4
split_gain=1.871e-05 4.73913e-05 5.77406e-05 5.68492e-05 8.2773e-05 6.91305e-05 4.94462e-05 4.36989e-05 2.97428e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.094625000000000015 0.095195000000000016 -0.06402999999999999 -1.0000000180025095e-35 -0.00027999999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -5 -8
right_child=-2 -3 3 7 -6 -7 8 -9 -10
leaf_value=-0.023846348318338487 -0.012711355327547217 0.019795316347738928 -0.016727600734654385 -0.00022701142564889151 -0.023697780747851685 0.025821514562981915 0.017105768136742239 0.027444148672462511 -0.0059925078559393942
leaf_weight=0.001003279483804141 0.0010600919102438959 0.0012181368209618201 0.0015863224261680681 0.0010402049931124008 0.0015246125526857035 0.0010431914881478036 0.0011967818957486667 0.0012644541969651091 0.0010435784324206035
leaf_count=270 689 396 1229 122 609 118 263 82 132
internal_value=0 0.00120363 -0.00113055 0.00148928 -0.00336388 0.00300206 -0.00321875 0.0149548 0.0063464
internal_weight=0 0.0109206 0.00970243 0.00869915 0.00639449 0.00486987 0.00382668 0.00230466 0.00224036
internal_count=3910 3221 2825 2555 2351 1742 1624 204 395
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=11
num_cat=0
split_feature=133 133 50 4 2 159 3 4 47 0
split_gain=7.15787e-05 9.06658e-05 4.80941e-05 6.04318e-05 6.94497e-05 0.00010095 8.19341e-05 9.19378e-05 0.000106518 3.85059e-05
threshold=0.10681500000000001 0.083815000000000014 0.086465000000000014 0.28937500000000005 0.11230000000000001 0.082325000000000023 -0.100615 0.0057500000000000008 0.09252500000000001 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -8
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=0.00056337041311305244 -0.00051091517199914954 0.00044715465929182611 -0.00041808556946563015 0.00038787860723212681 -0.00045398431703363404 -0.00055199324009870066 -0.00046583590942406627 0.00067990034414071223 -0.00012805587516364445 1.1557210831300434e-06
leaf_weight=0.0012576150913763996 0.001008701686266906 0.0017461270910556779 0.0011220792828888623 0.0014011960341635378 0.0013831478792865363 0.0010114408626975876 0.001426681450400015 0.0012570594697291285 0.0012523275196534081 0.0012950496067974755
leaf_count=201 545 723 401 318 260 289 501 135 81 456
internal_value=0 3.1068e-05 -3.26267e-05 9.42831e-06 -5.02659e-05 2.4186e-05 0.000113999 5.96518e-06 0.000276684 -0.000243633
internal_weight=0 0.0131527 0.0114066 0.0102845 0.00888332 0.00750017 0.00648873 0.00523112 0.00250939 0.00272173
internal_count=3910 3365 2642 2241 1923 1663 1374 1173 216 957
is_linear=0
shrinkage=0.00196078


Tree=4556
num_leaves=13
num_cat=0
split_feature=484 41 3 1 49 3 48 4 12 47 2 457
split_gain=0.000143038 9.09076e-05 0.0001012 6.23847e-05 5.47658e-05 8.60659e-05 8.25288e-05 6.5522e-05 0.0001636 7.46012e-05 0.000110988 2.95429e-05
threshold=-0.0043499999999999988 0.078150000000000011 -0.10315499999999998 0.076710000000000014 -0.00064499999999999985 -0.078884999999999997 0.082705000000000015 -0.0010999999999999996 0.093225000000000016 0.09550500000000002 0.092340000000000019 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 8 -7 10 -9 -8
right_child=1 -3 4 -5 5 7 11 9 -10 -11 -12 -13
leaf_value=-0.00070183353652271874 0.00015439543321200765 -0.00052712564760094437 -0.00064923456399495095 0.00082915303408393631 -0.00031145346778264601 0.0008613962058874739 -0.00023946194687498576 -0.00063305282400610136 -0.00015681948593671325 0.00040154724842830433 0.00021746682361734981 0.00021205953978055466
leaf_weight=0.0010707299151644653 0.0010983730388353272 0.00100579960885559 0.0010706648109963818 0.0010123181983129898 0.0015681528033670488 0.00149113964465833 0.0010013044607095759 0.0010889389561905762 0.0010228380457134867 0.0013748631703552625 0.0012871260127946317 0.0012559410598490001
leaf_count=612 119 183 287 219 1117 265 182 175 270 115 285 81
internal_value=0 4.12184e-05 8.42906e-05 0.000478019 9.8312e-06 9.93582e-05 -0.000200893 0.000202187 0.000447125 3.80236e-05 -0.000172322 1.17665e-05
internal_weight=0 0.0142775 0.0132717 0.00211069 0.011161 0.00783306 0.00332791 0.00626491 0.00251398 0.00375093 0.00237606 0.00225725
internal_count=3910 3298 3115 338 2777 2227 550 1110 535 575 460 263
is_linear=0
shrinkage=0.00196078


Tree=4557
num_leaves=12
num_cat=0
split_feature=133 133 52 1 13 151 16 3 47 2 1
split_gain=8.55055e-05 0.000116766 7.57206e-05 8.22888e-05 0.000183206 8.59592e-05 0.000111515 0.000120262 0.000100495 6.26329e-05 2.87038e-05
threshold=0.10681500000000001 0.083815000000000014 -0.27466499999999994 1.0000000180025095e-35 -0.028919999999999998 -0.086769999999999986 -0.09601999999999998 0.076695000000000013 0.08801500000000001 0.10946500000000002 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 8 10 -7 -9 -8
right_child=-2 -3 3 5 -6 6 7 9 -10 -11 -12
leaf_value=-0.00055297321788533413 -0.00055399523254677627 0.00049159763766853991 -0.00092716590414249555 0.00061603545161330038 0.00010905260386696076 0.0006342315042192915 -5.4046893957885199e-05 -0.00082163526531857378 -0.00012988051535607641 -0.00015392081766625034 0.00039548684800216671
leaf_weight=0.0010079944331065531 0.00102903990555847 0.0018416347233863413 0.0010545309320236034 0.0011045580770280804 0.0017357268004986929 0.0016908568810332335 0.0011696804736895492 0.0011068274035898051 0.0010872562859447696 0.0010548551762244451 0.001024359086108402
leaf_count=275 545 723 470 127 548 300 321 130 93 112 266
internal_value=0 3.17956e-05 -3.85552e-05 8.4615e-06 -0.000282569 0.00010703 2.82193e-05 -0.000167566 0.000335185 -0.000495805 0.000155833
internal_weight=0 0.0138783 0.0120366 0.0110287 0.00279026 0.00823839 0.00713384 0.00435572 0.00277811 0.00216168 0.00219404
internal_count=3910 3365 2642 2367 1018 1349 1222 829 393 242 587
is_linear=0
shrinkage=0.00196078


Tree=4558
num_leaves=12
num_cat=0
split_feature=484 48 4 133 52 1 51 133 52 4 43
split_gain=0.000126618 7.11286e-05 0.000173221 7.41057e-05 8.40201e-05 7.65699e-05 7.26908e-05 7.51174e-05 0.000141324 0.000141215 5.83482e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.090054999999999982 0.11401500000000002 0.11663000000000003 0.085845000000000019 0.090085000000000012 0.0033900000000000002 -0.034289999999999994 -0.062599999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00067275807408056338 -0.00045792229953055838 -0.00046345935526758547 0.0007722905300065093 -0.00038926747510153998 -0.00046150380753218369 -0.00036855896784524834 -0.00030493806339640091 -0.000114845853533718 0.00091108347708917083 0.00078227422741391627 0.00020019088636002175
leaf_weight=0.0010378063303686661 0.0012053557827836426 0.0010082620885656273 0.0012444558687038946 0.0011778050241143434 0.0010775221513308524 0.0010958996913873831 0.0010198474350890576 0.0016183081784777566 0.001368108296393028 0.0010609863491949816 0.0017610296265203405
leaf_count=612 451 137 368 337 395 124 190 450 379 300 167
internal_value=0 3.77125e-05 7.77236e-05 1.80189e-06 5.62378e-05 0.00011753 0.000184067 0.000255452 0.000367088 0.000181019 0.000419035
internal_weight=0 0.0136376 0.0126293 0.0113849 0.0101795 0.00910198 0.00800608 0.00698624 0.00536793 0.00399982 0.00282202
internal_count=3910 3298 3161 2793 2342 1947 1823 1633 1183 804 467
is_linear=0
shrinkage=0.00196078


Tree=4559
num_leaves=10
num_cat=0
split_feature=47 16 52 2 133 133 160 0 0
split_gain=1.7667e-05 4.90891e-05 5.01991e-05 4.84054e-05 9.79804e-05 8.23487e-05 8.91545e-05 7.62424e-05 0.000100197
threshold=0.11926500000000002 -0.49150499999999991 0.11401500000000002 0.106285 0.087485000000000021 -0.0056849999999999991 0.086110000000000006 -0.10575999999999998 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.017929416753941271 -0.012732953160033617 -0.021785493595178878 -0.021692297544129175 0.015469489404423973 -0.031751091726482966 0.036182316064895685 -0.017778590168542604 -0.018262545172137695 0.023593655158153724
leaf_weight=0.0014982956942820322 0.0010080460867858054 0.0011445807411452789 0.0010943591290332134 0.0018302946187735468 0.0010000019760848808 0.0012040929197834338 0.0010221906066944803 0.0010215373154481254 0.0012994168781118995
leaf_count=310 145 764 531 537 602 115 175 482 249
internal_value=0 0.00109292 -0.00153029 0.0010588 -0.0028827 0.00218922 0.00822387 0.015764 0.0051712
internal_weight=0 0.0111148 0.00961647 0.00852212 0.00669182 0.00569182 0.00454724 0.00352505 0.00232095
internal_count=3910 3765 3455 2924 2387 1785 1021 846 731
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=13
num_cat=0
split_feature=42 42 484 3 3 42 52 16 52 16 15 2
split_gain=7.38662e-05 0.000105863 6.76749e-05 7.3619e-05 0.000109014 5.73442e-05 4.79265e-05 5.89858e-05 4.94648e-05 6.98432e-05 0.000115937 9.63935e-05
threshold=-0.11145999999999999 -0.088669999999999985 -0.0043499999999999988 -0.11266 -0.08323499999999999 0.083815000000000014 -0.15154999999999999 0.15100500000000003 -0.074484999999999982 -0.092424999999999993 -0.11399999999999998 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -6 8 -8 10 -10 -11
right_child=1 2 3 4 6 -7 7 -9 9 11 -12 -13
leaf_value=-0.00051579495404137474 0.00062772653977071543 -0.00048838108001807124 0.00067931277122940505 -0.00065937476319773245 0.00040194302746204759 5.5916470608154176e-05 -0.00031441092260070394 -0.00045904453465081898 0.00040201429459991029 -5.7942876937732251e-05 -0.00037421064890954197 0.00075151662689247893
leaf_weight=0.0010055578511562338 0.0010682846045270101 0.0010631509300075273 0.0010575904339101114 0.0010007996713100554 0.0011227089477200318 0.0012237553374333115 0.0012491177996072442 0.0010694074024493738 0.0012107179531519194 0.0010464367653371073 0.001901908351322582 0.0012309530677675235
leaf_count=229 251 575 196 598 290 120 183 89 263 288 324 504
internal_value=0 3.40763e-05 -1.40537e-05 2.75764e-05 -4.60554e-05 0.000344912 2.34489e-05 -3.16768e-05 3.7162e-05 0.000118638 -7.22825e-05 0.000379578
internal_weight=0 0.0142448 0.0131765 0.0121134 0.00983205 0.00228135 0.00883125 0.00770854 0.00663913 0.00539002 0.00311263 0.00227739
internal_count=3910 3681 3430 2855 2539 316 1941 1651 1562 1379 587 792
is_linear=0
shrinkage=0.00196078


Tree=4561
num_leaves=11
num_cat=0
split_feature=484 133 133 15 13 3 43 16 160 4
split_gain=6.3683e-05 3.96981e-05 7.53026e-05 6.96692e-05 0.00010057 9.51738e-05 0.000127707 8.43819e-05 5.93752e-05 0.000103909
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.012339999999999999 -0.10315499999999998 -0.079374999999999987 -0.19424999999999998 0.086110000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 -9
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.0004724168383371089 0.00050140994333549476 -0.00033924361814255166 0.00046587277466842499 0.00016080798083199584 -0.00065229389745415632 -0.00066408887029537512 -0.00037331381575405107 0.00077344406660975707 -0.00015733387327967268 3.0346344710431566e-05
leaf_weight=0.0010549570393614044 0.0016912939115371513 0.0010348130974880748 0.0015374107342211998 0.001045753262214777 0.0013269473726580502 0.0010023213152083278 0.0011228023986024219 0.0013709363951897348 0.0010794188905368096 0.0015318612549326304
leaf_count=627 281 480 508 503 426 252 208 265 65 295
internal_value=0 2.88799e-05 6.14145e-05 2.80117e-07 -0.000293924 8.97905e-05 -2.41985e-05 0.000101438 0.000235296 0.000381297
internal_weight=0 0.0127436 0.0117087 0.0101713 0.0023727 0.00779863 0.00610734 0.00510502 0.00398222 0.0029028
internal_count=3910 3283 2803 2295 929 1366 1085 833 625 560
is_linear=0
shrinkage=0.00196078


Tree=4562
num_leaves=12
num_cat=0
split_feature=484 48 4 12 3 2 484 16 16 403 51
split_gain=0.000126571 5.93168e-05 0.000120605 7.34171e-05 8.58794e-05 0.000115642 4.6278e-05 4.8397e-05 6.1361e-05 3.51708e-05 5.16333e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 1.0000000180025095e-35 -0.057604999999999996 0.0032450000000000005 0.03138500000000001 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 10 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00068048859898114261 -0.00044364194193889119 -0.00041561735150563142 0.00067310798555442436 -0.00037129169239576913 0.00048429255624610879 -0.00046124122041951189 -0.00027674556845692504 0.00074479246907624527 9.2526431736787557e-05 0.00032206653854199586 0.00021069677154251018
leaf_weight=0.0010184358557214198 0.0012147358403194171 0.0010304993153397038 0.0011699490659700636 0.0012812225710076772 0.001593189995406843 0.0017474558180771904 0.0010320098827880098 0.0010491396620176169 0.0011761098702060548 0.0010802056704147418 0.0010802278641034507
leaf_count=612 261 137 368 687 117 499 391 235 211 243 149
internal_value=0 3.64386e-05 7.39333e-05 1.16456e-05 6.67331e-05 -1.20287e-05 0.000105151 0.000174699 0.000400051 2.89951e-05 -0.000105065
internal_weight=0 0.0134547 0.0124242 0.0112543 0.0100396 0.00844637 0.00669892 0.00566691 0.00222525 0.00344166 0.00236145
internal_count=3910 3298 3161 2793 2532 2415 1916 1525 446 1079 836
is_linear=0
shrinkage=0.00196078


Tree=4563
num_leaves=12
num_cat=0
split_feature=484 48 48 51 0 133 160 43 15 43 3
split_gain=0.000132801 5.17591e-05 0.000144092 6.46597e-05 0.000128662 5.93152e-05 0.000114576 8.44885e-05 9.69171e-05 0.000186434 5.88471e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.095825000000000007 0.085845000000000019 -0.17106499999999999 -0.090054999999999982 -0.08044999999999998 0.0016850000000000001 -0.10071499999999999 -0.074254999999999988 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 10 -10
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.00069200549322982437 0.00070135320481962452 -0.00037560040098858763 0.00076908659110892276 -0.00038719481337711598 -0.0004267331063467483 -0.00054907132547555464 0.00050630293850594671 0.00054181028235184329 -5.6837160119338163e-05 -0.00076189313388723033 0.00051972750492332168
leaf_weight=0.0010069484873083357 0.0011063969546900041 0.0010368531139771436 0.0010686675152883169 0.0013470514306373792 0.0011317480051667378 0.0010574235560509666 0.0012492218643807224 0.0015836383107455075 0.0019027438101735308 0.0012180045450737005 0.0010596073247551392
leaf_count=612 120 137 183 332 410 442 241 237 437 646 113
internal_value=0 4.56635e-05 7.99901e-05 1.68101e-05 6.96015e-05 -6.35355e-06 5.25964e-05 0.000143313 2.70842e-05 -0.000116121 0.000149395
internal_weight=0 0.0137614 0.0127245 0.0116558 0.0103088 0.00920239 0.00807064 0.00701322 0.00542958 0.00418036 0.00296235
internal_count=3910 3298 3161 2978 2646 2526 2116 1674 1437 1196 550
is_linear=0
shrinkage=0.00196078


Tree=4564
num_leaves=9
num_cat=0
split_feature=11 4 4 42 48 0 0 15
split_gain=2.14443e-05 3.04133e-05 3.02656e-05 3.78246e-05 5.29092e-05 0.000148228 7.92923e-05 0.000109492
threshold=0.079700000000000007 -0.39075499999999991 -0.08422499999999998 -0.088669999999999985 0.016865000000000002 -0.18901999999999997 -0.083934999999999996 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 -5
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.014450163149048715 -0.014090418662055277 -0.015843874439700017 0.017406803712205675 -0.01497323793222129 -0.0090578381712526773 0.038223483737500605 -0.027454793871056885 0.023369805330576185
leaf_weight=0.0014964629969245842 0.0010019353373190614 0.0011844121214394246 0.0012341328970377355 0.0017983204900096897 0.0017071393826289805 0.0010841425361666525 0.001452221604152518 0.001271185866658079
leaf_count=165 254 485 277 640 114 479 1125 371
internal_value=0 0.0011781 -0.000862803 0.00121318 -0.00151963 0.00930637 -0.00820256 0.000905906
internal_weight=0 0.011228 0.00973155 0.00854714 0.00731301 0.00279128 0.00452173 0.00306951
internal_count=3910 3656 3491 3006 2729 593 2136 1011
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=10
num_cat=0
split_feature=2 2 160 0 4 133 42 13 1
split_gain=1.91367e-05 2.75527e-05 6.58787e-05 4.74856e-05 4.91701e-05 4.34045e-05 8.49332e-05 8.35107e-05 4.54248e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.084835000000000008 -0.082604999999999998 -0.0025899999999999994 1.0000000180025095e-35 0.060615000000000009 -0.012339999999999999 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 6 7 -3 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.012738645488649098 0.015993846093554934 0.017214770676596672 0.018662549663850031 -0.023978095790850369 -0.014930784897249564 -0.018641920186545688 0.023687400892355003 -0.033018775415963965 -0.0048009545254788519
leaf_weight=0.0010654069058379191 0.0010283972743268678 0.0010080477867950759 0.0018133521166626785 0.0012837497077994317 0.0010282117276874819 0.0013813398398385508 0.00125996421465007 0.0010224368723822429 0.0012906060304104185
leaf_count=280 600 239 345 553 177 773 344 395 204
internal_value=0 -0.00129111 0.001972 -0.00888703 0.000532926 -0.00310412 0.00158104 -0.00680573 -0.0172741
internal_weight=0 0.0111161 0.00777575 0.00334036 0.00205661 0.00596239 0.00458105 0.00332109 0.00231304
internal_count=3910 3630 2300 1330 777 1955 1182 838 599
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=9
num_cat=0
split_feature=11 16 2 47 13 43 0 1
split_gain=1.90445e-05 2.90305e-05 3.47791e-05 3.15518e-05 3.37486e-05 5.47645e-05 7.9312e-05 4.22384e-05
threshold=0.077330000000000024 -0.41862999999999995 0.114165 0.09550500000000002 -0.09547499999999999 -0.083094999999999988 -0.23029999999999998 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=-0.011889934316482826 -0.012308128290909314 0.012522692995422073 0.018944949156512222 0.015407480493623933 0.0091281149567184541 0.011891124975833793 -0.0076535137244796428 -0.032184514268344636
leaf_weight=0.001463640394979474 0.0011491023642546819 0.0013464639779761627 0.0012278354418085438 0.0012715379163231507 0.0018347197892152603 0.0010287318168213976 0.0013346848233698209 0.0014804780136770878
leaf_count=394 279 163 418 261 691 62 1097 545
internal_value=0 0.00122206 0.003237 0.000912344 -0.00171127 -0.00508631 -0.011871 -0.0205542
internal_weight=0 0.0109881 0.00952445 0.00829662 0.00702508 0.00567861 0.00384389 0.00281516
internal_count=3910 3631 3237 2819 2558 2395 1704 1642
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=10
num_cat=0
split_feature=2 15 16 52 4 150 133 16 43
split_gain=1.9263e-05 2.53594e-05 7.21008e-05 4.87017e-05 7.54471e-05 6.02884e-05 6.4109e-05 8.06099e-05 5.9497e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.10433000000000002 -0.34687499999999999 0.086420000000000011 -0.0056849999999999991 -0.083144999999999983 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=0.012835080953636278 0.012410545282169875 -0.024691062528693946 -0.028369589197868219 0.01725979183569749 -0.015402893730572024 -0.018156255279794371 0.033022291288294904 -0.013670580780391961 0.01722441542149477
leaf_weight=0.0010580840227877994 0.0012039705202709717 0.0013222607714443264 0.0010049521062669665 0.0014274478145055438 0.0010598494797400891 0.0012723002225997959 0.0012635649491744587 0.0012273965210327924 0.0012665437916796231
leaf_count=280 345 262 225 537 719 250 247 602 443
internal_value=0 -0.00128903 -0.00296451 0.000406531 -0.00298438 0.00120485 0.00631826 0.012445 0.0020194
internal_weight=0 0.0110483 0.00984432 0.00852205 0.00709461 0.00608965 0.00481735 0.00375751 0.00249394
internal_count=3910 3630 3285 3023 2486 2261 2011 1292 1045
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=10
num_cat=0
split_feature=11 159 52 2 13 4 3 12 0
split_gain=1.60798e-05 2.38235e-05 4.54071e-05 6.12143e-05 5.54253e-05 4.13399e-05 5.18358e-05 5.01114e-05 6.4944e-05
threshold=0.077330000000000024 0.090705000000000022 -0.081429999999999989 0.11339500000000001 -0.00059999999999999995 0.0057500000000000008 -0.00088499999999999983 0.090480000000000019 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 7 -7 8 -4
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.029691053389578333 -0.011345599552588716 -0.013475165177552498 -0.013368349545242042 -0.018983240984649652 -0.0021055404162505882 -0.0033135882411768286 0.025642749186453234 -0.020857030600607847 0.01894540090560852
leaf_weight=0.0012073701714239355 0.0011408469988567769 0.0010130235558040443 0.0011262882172455089 0.0015197617978980034 0.0010041462947600025 0.0010803988936428784 0.001445157563158493 0.0011323655749608161 0.0013890007962260244
leaf_count=461 279 462 669 312 204 302 152 627 442
internal_value=0 0.00113137 0.00262532 -0.001005 0.0152537 0.00342101 0.0132556 -0.00338827 0.00447605
internal_weight=0 0.0109175 0.00990449 0.00769297 0.00221152 0.00617321 0.00252556 0.00364765 0.00251529
internal_count=3910 3631 3169 2504 665 2192 454 1738 1111
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=11
num_cat=0
split_feature=484 133 484 16 2 16 42 151 1 0
split_gain=9.36535e-05 9.35863e-05 9.41565e-05 0.000146338 0.000132138 0.000111375 6.69732e-05 7.95332e-05 0.000109887 8.52958e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088645000000000015 -0.014099999999999998 0.081110000000000015 0.10994000000000002 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 -8 9 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 -11
leaf_value=-0.00058167594889097277 -0.00050898893750195317 -0.00054701318367100294 -0.00050349075378663445 -7.8044742206286326e-05 0.0011135997328549734 0.00034008540781552176 -0.00036401862632044562 -0.00044134285906002066 0.00055116150289735136 0.00021874294463970913
leaf_weight=0.0010633630316081244 0.0010733732437302529 0.0010302466955377483 0.001024970032497974 0.0015523458225614509 0.0011293107766712925 0.0019538696313092466 0.0015523274637101311 0.0013525723666141312 0.001674304961106112 0.0016968503497571605
leaf_count=612 585 472 303 259 312 367 218 124 255 403
internal_value=0 2.18613e-05 6.691e-05 0.000115692 0.000388506 0.000623409 -5.63816e-05 2.10263e-05 0.000147561 -7.40383e-05
internal_weight=0 0.0140402 0.0130099 0.011985 0.00463553 0.00308318 0.00734943 0.00627606 0.00472373 0.00304942
internal_count=3910 3298 2826 2523 938 679 1585 1000 782 527
is_linear=0
shrinkage=0.00196078


Tree=4570
num_leaves=9
num_cat=0
split_feature=4 151 0 52 133 15 1 12
split_gain=1.92825e-05 2.86297e-05 3.6674e-05 8.86393e-05 4.08446e-05 5.65735e-05 0.000138662 2.41051e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.10209999999999998 -0.068164999999999989 -0.036599999999999987 -0.053579999999999996 0.081005000000000008 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.0095520285639338759 0.01041036700094564 0.0095490818213034307 0.017557134283402054 -0.027241504580926081 0.016034277490986095 0.01382028528099198 -0.037582468870848429 -0.0062015597476245479
leaf_weight=0.0018926971781719074 0.0015346324982807051 0.0010475380523987362 0.0011295179225091715 0.0017470043258932064 0.001118318903128987 0.0012390112716670256 0.0011936025342289365 0.0011683194318841072
leaf_count=556 441 134 560 301 546 484 571 317
internal_value=0 -0.00158759 -0.00402692 -0.0134505 0.000475671 -0.00361265 -0.00971427 0.00410334
internal_weight=0 0.010536 0.00864331 0.00279454 0.00584877 0.00471925 0.00360093 0.00240733
internal_count=3910 3469 2913 435 2478 1918 1372 801
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=9
num_cat=0
split_feature=4 15 0 52 2 2 2 4
split_gain=1.76413e-05 6.22333e-05 5.84129e-05 4.1663e-05 5.35743e-05 8.42644e-05 4.8581e-05 8.63356e-05
threshold=0.15927500000000003 0.088615000000000013 -0.11756999999999999 -0.092854999999999979 0.10910500000000002 0.095195000000000016 0.086650000000000019 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -5
right_child=2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.013188973966766099 -0.0065184991809942444 -0.024357642853271445 0.021488558426220647 0.014081251813759544 0.024412342199997245 -0.024772025872983036 0.020049492169616032 -0.024134793097658262
leaf_weight=0.0016678773471745876 0.0015900967586748097 0.0011171759795411433 0.0014006538509973949 0.0013873741874786192 0.0011202621174176489 0.0010645891552125567 0.0016513904261176906 0.001030047041746376
leaf_count=657 244 839 366 701 192 214 502 195
internal_value=0 -0.00226223 0.00659801 0.000853891 0.00459918 0.000275354 0.00682891 -0.00220235
internal_weight=0 0.00903872 0.00299075 0.00792154 0.00625366 0.0051334 0.00406881 0.00241742
internal_count=3910 3300 610 2461 1804 1612 1398 896
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=10
num_cat=0
split_feature=1 4 15 4 48 0 0 3 4
split_gain=1.84859e-05 5.39408e-05 3.46068e-05 4.20917e-05 3.37738e-05 6.3396e-05 6.2305e-05 5.90965e-05 3.0256e-05
threshold=0.085990000000000011 -0.15796999999999997 -1.0000000180025095e-35 -0.06272999999999998 0.087945000000000009 -0.15291499999999997 -0.19631499999999999 -0.074234999999999982 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -6 -7 -9
right_child=4 2 3 -5 6 7 -8 8 -10
leaf_value=0.0094742956246248195 0.03019546139406841 -0.026147313515244831 -0.018263196195243039 0.010065756095058432 -0.024925027736453331 0.016753775081636196 0.0091780425678513015 0.0029721588363111739 -0.020334061777946728
leaf_weight=0.0017504238807085934 0.0010099431671512322 0.0011604415122349874 0.001089948806338214 0.0010109714155978008 0.0010284563931903246 0.0015894179777042987 0.0011181643693988757 0.0011331252154468307 0.001095568846023059
leaf_count=146 138 1021 870 172 70 671 279 292 251
internal_value=0 -0.00468658 -0.0122869 -0.00463119 0.00327516 0.00791518 -0.0071609 0.00202174 -0.00848458
internal_weight=0 0.00501179 0.00326136 0.00210092 0.00697468 0.00482806 0.00214662 0.00381811 0.00222869
internal_count=3910 2209 2063 1042 1701 1352 349 1214 543
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=11
num_cat=0
split_feature=11 0 3 47 42 15 52 160 47 2
split_gain=1.88719e-05 2.29026e-05 4.79963e-05 4.02043e-05 6.28085e-05 0.000116945 7.73715e-05 6.85636e-05 1.62413e-05 8.97156e-06
threshold=0.077330000000000024 -0.017269999999999997 -0.050194999999999997 0.087850000000000025 0.091025000000000009 0.085285000000000014 1.0000000180025095e-35 -0.026849999999999995 0.10783500000000001 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -5 -9
right_child=-2 2 -4 8 -6 -7 -8 9 -10 -11
leaf_value=0.018947213679403909 -0.01232972752484292 -0.0041246222220865944 0.026421953516747445 -0.021671319732355789 0.025970152081238335 -0.028776603578115335 0.026898201781754547 -0.0196257310012686 -0.0045683716277313434 -0.0062686577468938492
leaf_weight=0.001010683658851512 0.0011327184204049838 0.0010579971526582263 0.0010010878228608577 0.0010454534954389041 0.0010042461702070814 0.0012040476028730516 0.001296822879666178 0.0010104510476577318 0.0011841207847363927 0.0010010258400249719
leaf_count=279 279 142 183 216 686 717 542 290 214 362
internal_value=0 0.00123697 0.0107265 -0.000994412 0.0029657 -0.00121717 0.00646585 -0.00230176 -0.012588 -0.0129785
internal_weight=0 0.0108159 0.00205908 0.00875685 0.00652728 0.00552303 0.00431898 0.00302216 0.00222957 0.00201148
internal_count=3910 3631 325 3306 2876 2190 1473 931 430 652
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=11
num_cat=0
split_feature=484 4 16 403 156 150 3 3 43 3
split_gain=7.48933e-05 4.87143e-05 4.45108e-05 5.90136e-05 4.75941e-05 4.94239e-05 7.35665e-05 5.75913e-05 8.29424e-05 7.08038e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.38486499999999996 0.088015000000000024 0.084090000000000012 0.090965000000000004 0.090325000000000003 -0.078669999999999976 -0.074254999999999988 -0.10315499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 -9 -4
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00051130639701987292 -0.00039917574321612242 0.0003463240628515984 0.00043055374741135652 -0.00041378181461374332 -0.00029865363919483662 -0.0002632209192126416 -0.00014322787871955697 0.00095006242281869433 0.00022976695475844576 -0.0002320997031444781
leaf_weight=0.0010500643632943086 0.0010420025073461332 0.0016640748102223274 0.0012497514572337026 0.0010493068124625112 0.001132355165371665 0.0010590976155819345 0.0018438230086836871 0.001032999601393309 0.0015175967907645792 0.001230126896756013
leaf_count=627 125 447 196 280 408 86 120 233 412 976
internal_value=0 3.33682e-05 -1.33091e-05 2.64409e-05 7.73941e-05 0.000131068 0.000191815 0.000314619 0.000521489 0.000101849
internal_weight=0 0.0128211 0.0111571 0.0101151 0.00906575 0.0079334 0.0068743 0.00503047 0.0025506 0.00247988
internal_count=3910 3283 2836 2711 2431 2023 1937 1817 645 1172
is_linear=0
shrinkage=0.00196078


Tree=4575
num_leaves=10
num_cat=0
split_feature=1 4 3 3 16 15 151 4 16
split_gain=1.94423e-05 4.27348e-05 3.43904e-05 6.74074e-05 3.11615e-05 6.52598e-05 5.39398e-05 4.68671e-05 7.87893e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.084129999999999996 -0.057849999999999992 -0.055679999999999993 -0.017214999999999998 -0.0088999999999999982 0.24280000000000004 -0.08909499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -2 8 -8
right_child=4 2 3 -5 5 -7 7 -9 -10
leaf_value=0.0077637579040675453 -0.011135496267382276 -0.025876007961989751 0.013159546053833916 -0.022577128396200945 -0.018263405112736948 0.01310995671529145 -0.013570397385682715 0.031952681298902989 0.025022599611402144
leaf_weight=0.0017489000194898241 0.0010352185175798449 0.0011128302531852128 0.0010893414994104108 0.0010239311026307356 0.0015684322874437331 0.0011485259050557791 0.0010200428308011994 0.0010911689865798083 0.0010988632759577762
leaf_count=146 193 896 941 217 380 420 159 278 280
internal_value=0 -0.00482407 -0.011648 -0.00415573 0.00336161 -0.0050011 0.00871368 0.0151149 0.0064439
internal_weight=0 0.004975 0.0032261 0.00211327 0.00696225 0.00271696 0.00424529 0.00321008 0.00211891
internal_count=3910 2200 2054 1158 1710 800 910 717 439
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=11
num_cat=0
split_feature=48 48 51 0 2 49 3 16 0 0
split_gain=7.90955e-05 9.70394e-05 9.69767e-05 8.58313e-05 6.70169e-05 5.39092e-05 9.13808e-05 7.39153e-05 7.28748e-05 8.11966e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.060719999999999989 0.22945500000000005 -0.053834999999999994 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 9 -7
right_child=-2 -3 -4 4 5 6 7 -9 -10 -11
leaf_value=0.00047653198265433706 -0.00052728140397887097 0.00060920649565686933 -0.0005735421243887336 0.00043282258328316913 -0.00040312247071806485 -0.00046867217712074239 0.00059487073972999487 -8.5895894386954624e-05 -0.00062977255114450136 0.00022911881722031672
leaf_weight=0.0014847431738745928 0.0010490608355080639 0.001032045464195914 0.0010949468658282011 0.001053474187593763 0.001700210188352127 0.0010186074067973913 0.0013439483241731976 0.0011277375172316639 0.0010841552196612998 0.0017300699615198836
leaf_count=152 161 239 357 244 447 731 252 104 227 996
internal_value=0 3.29653e-05 -1.81357e-05 3.95465e-05 -3.20804e-05 -9.32646e-05 -9.70178e-06 0.000284262 -0.000199271 -2.94692e-05
internal_weight=0 0.0126699 0.0116379 0.0105429 0.0090582 0.00800473 0.00630452 0.00247169 0.00383283 0.00274868
internal_count=3910 3749 3510 3153 3001 2757 2310 356 1954 1727
is_linear=0
shrinkage=0.00196078


Tree=4577
num_leaves=9
num_cat=0
split_feature=50 4 2 3 42 48 42 12
split_gain=1.72459e-05 4.27635e-05 4.84348e-05 4.72504e-05 6.83737e-05 6.4326e-05 3.94604e-05 0.000142569
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.094625000000000015 -0.088669999999999985 0.083775000000000002 0.094935000000000005 0.084575000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.01989629000516193 -0.0122567602816024 0.018721499556193899 -0.020098425040396106 0.015782935883099879 0.001518383404835115 0.011873300004377346 0.0035768011866331817 -0.041482120337754592
leaf_weight=0.0011412121505080756 0.0010554300149000989 0.0012263047764516461 0.0011784606860455278 0.0018266133092720294 0.0016253094213766995 0.0013593230001623042 0.0010474117516418649 0.0014669734181718935
leaf_count=349 689 396 331 141 364 379 285 976
internal_value=0 0.00113221 -0.00110409 0.00153964 -0.00237844 -0.00700112 -0.0131988 -0.018881
internal_weight=0 0.0108716 0.0096453 0.00846684 0.00664023 0.00549902 0.00413969 0.00309228
internal_count=3910 3221 2825 2494 2353 2004 1625 1340
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=8
num_cat=0
split_feature=1 42 133 3 3 52 1
split_gain=1.68251e-05 5.92078e-05 4.41654e-05 4.4171e-05 5.94635e-05 4.9652e-05 3.9378e-05
threshold=0.12263000000000002 0.092145000000000019 0.065880000000000008 -0.100615 -0.060719999999999989 -0.074484999999999982 0.092550000000000007
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=0.012399245288775448 0.0093000692613206502 -0.020550109078041435 0.014576871876888942 -0.028096740533726933 -0.018150669453373177 0.016941812706889284 -0.0061381819709951033
leaf_weight=0.001565454188500375 0.001655929489294502 0.0014153793937591785 0.0019935573802879044 0.0010443497230713979 0.0012496510498270566 0.0015073469269947359 0.001450676057700646
leaf_count=364 394 704 885 1017 212 166 168
internal_value=0 -0.00156536 0.00148429 -0.00234422 -0.00673876 -0.00143769 0.0056229
internal_weight=0 0.0102264 0.00881104 0.00681748 0.00525202 0.00420767 0.00295802
internal_count=3910 3516 2812 1927 1563 546 334
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=9
num_cat=0
split_feature=11 49 52 13 16 1 1 16
split_gain=1.76152e-05 1.99969e-05 3.52382e-05 6.56175e-05 4.14894e-05 9.41052e-05 0.000138118 6.62277e-05
threshold=0.077330000000000024 0.10447000000000002 0.11401500000000002 -0.090744999999999978 -0.094359999999999986 0.11183500000000002 0.090355000000000005 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.018622117412357957 -0.011954926984427705 0.014450258761753036 -0.017625361690672945 -0.015718164360881439 -0.022301351766314481 -0.023634379547119225 0.035092616659927779 0.010072634026154881
leaf_weight=0.0018428709964596439 0.0011244525328089261 0.0010297846654113612 0.0010371184730304335 0.0017902484266777915 0.0011413187523424658 0.0011139866459749089 0.0013571200515611862 0.0014157216813730322
leaf_count=398 279 362 536 397 910 197 361 470
internal_value=0 0.0012009 -0.000205935 0.0018799 -0.00264517 0.00200941 0.00930774 -0.00437729
internal_weight=0 0.0107282 0.00969839 0.00866127 0.0068184 0.00502815 0.00391416 0.00255704
internal_count=3910 3631 3269 2733 2335 1938 1741 1380
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=9
num_cat=0
split_feature=12 156 15 3 16 15 12 16
split_gain=1.74053e-05 2.9827e-05 4.27135e-05 5.38785e-05 6.54061e-05 5.45106e-05 6.92127e-05 3.86361e-05
threshold=0.10700500000000002 0.084090000000000012 -0.095799999999999982 0.097615000000000021 0.22945500000000005 0.088190000000000004 0.085845000000000019 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0017381137584090538 -0.012191956235721084 -0.013890888250190848 0.0010711503651301465 0.02332450672407577 0.024627585305494432 0.013311155470663799 -0.031680851143734694 -0.022291033539891082
leaf_weight=0.0017976758020784864 0.0010718824246999685 0.0011711903605974407 0.0016836685258857511 0.0016108652717617515 0.0010461274942146527 0.0013137472850943792 0.0010461238524242824 0.0010658908245150672
leaf_count=401 355 520 591 171 255 726 651 240
internal_value=0 0.00117193 0.00301647 0.00738525 0.00234052 -0.0034255 -0.0114802 -0.00720613
internal_weight=0 0.0107353 0.0095641 0.00670053 0.00508967 0.00404354 0.00272979 0.00286357
internal_count=3910 3555 3035 2394 2223 1968 1242 641
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=12
num_cat=0
split_feature=484 133 48 4 133 160 2 52 47 1 4
split_gain=0.00017732 0.000122176 0.000110536 0.000105313 9.44737e-05 0.000148758 9.7173e-05 9.50338e-05 0.000121299 0.000143657 8.85026e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.11930500000000001 0.28937500000000005 -0.090054999999999982 -0.083654999999999993 0.10393500000000001 0.091210000000000013 0.09550500000000002 0.086560000000000012 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00076497673741888139 -0.00042363959213323449 -0.00059654973709306208 -0.00051575702824377509 0.00068315661688469087 -0.00055301321445996908 4.8833604219064029e-05 -0.00019180801267911223 0.00087034785326511269 0.00080184743075542141 -0.00031482528027498602 0.00073994095877362052
leaf_weight=0.001086338509856487 0.0011979687411911499 0.0010209631913045076 0.0010102428585561799 0.0013155348618475162 0.0010074362398927389 0.0014799976822569426 0.0016085676065390533 0.001104904775770737 0.0011974930310490947 0.0018959150598303279 0.0013735750268506594
leaf_count=612 451 472 117 348 441 466 362 90 101 339 111
internal_value=0 5.6926e-05 0.000107502 0.00015919 9.57536e-05 0.000160113 0.000243068 0.000342265 0.000244151 0.000103539 0.0003815
internal_weight=0 0.0142126 0.0131916 0.0121814 0.0108659 0.00966789 0.00866045 0.00705189 0.00594698 0.00474949 0.00285357
internal_count=3910 3298 2826 2709 2361 1910 1469 1107 1017 916 577
is_linear=0
shrinkage=0.00196078


Tree=4582
num_leaves=11
num_cat=0
split_feature=48 48 51 0 4 4 13 1 16 2
split_gain=7.15131e-05 6.9694e-05 8.07151e-05 6.64519e-05 6.10731e-05 5.24251e-05 7.86148e-05 4.57028e-05 3.80727e-05 6.05962e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.15927500000000003 -0.076329999999999995 -0.062819999999999987 0.094485000000000013 0.15737500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 9 -5
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.00043654354826674343 -0.00049657653549012011 0.00052876083848346753 -0.00051123894015347819 -7.2883770031313723e-05 0.00029122124183377272 -0.00066790212890633098 -0.00032758346664435748 0.0002529798618568943 -0.00021065939276727064 0.0005698452589804697
leaf_weight=0.0014613818986376559 0.0010362913737462032 0.0010270861554769932 0.0010926903121904691 0.0012576157026159092 0.0019507823439350652 0.0012464945948841505 0.0010731819885594729 0.0010137851900193329 0.0012481274232510409 0.0010224780921305162
leaf_count=152 161 239 357 751 430 872 413 154 179 202
internal_value=0 3.96141e-05 -4.58546e-06 4.93004e-05 -1.49166e-05 -0.000101952 -0.000278277 -4.55635e-05 6.46402e-05 0.00021534
internal_weight=0 0.0123936 0.0113665 0.0102738 0.00881247 0.00686168 0.00333346 0.00208697 0.00352822 0.00228009
internal_count=3910 3749 3510 3153 3001 2571 1439 567 1132 953
is_linear=0
shrinkage=0.00196078


Tree=4583
num_leaves=12
num_cat=0
split_feature=484 457 4 12 160 133 2 13 4 47 1
split_gain=0.000132293 6.41438e-05 9.46868e-05 8.17387e-05 7.22355e-05 0.000117182 0.000100687 7.51715e-05 8.99142e-05 5.48989e-05 5.13808e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.25367000000000006 0.10595000000000002 -0.082234999999999989 -0.0056849999999999991 0.10113500000000002 -0.082014999999999991 -0.0010999999999999996 0.092255000000000018 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 -9 -10 -4
right_child=1 2 10 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.00069086657368126541 -0.00043672186865736988 -0.00040667447518265336 0.00015623841591001531 -0.00052407073168247368 -0.00039979690924605589 0.00081171549570308932 -0.00017821945881371987 0.00054347955649905303 -0.00033764627503906811 0.00028918019182107898 0.00077772953882209459
leaf_weight=0.0010218058429962247 0.0010019792878381761 0.0011230811687762731 0.0010302179034330295 0.001018779538065887 0.0013782654572183752 0.0011241716478048351 0.0017730488103536437 0.0019590639338407331 0.0011203550258818249 0.0010320327011438726 0.0010156277702181628
leaf_count=612 200 453 153 267 679 208 325 568 95 37 313
internal_value=0 4.073e-05 7.87746e-05 3.77245e-06 6.03187e-05 0.000122853 0.000225633 0.000362398 0.000239543 -3.70938e-05 0.000464768
internal_weight=0 0.0135766 0.0125746 0.0105288 0.00951002 0.00838694 0.00700867 0.00523562 0.00411145 0.00215239 0.00204585
internal_count=3910 3298 3098 2632 2365 1912 1233 908 700 132 466
is_linear=0
shrinkage=0.00196078


Tree=4584
num_leaves=11
num_cat=0
split_feature=48 48 51 0 2 49 42 13 0 3
split_gain=8.8374e-05 7.31162e-05 9.1186e-05 6.91039e-05 4.93127e-05 4.86457e-05 8.49225e-05 6.32283e-05 5.98565e-05 8.92073e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084100000000000022 -0.071149999999999977 -0.10071499999999999 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 -7 -10
right_child=-2 -3 -4 4 5 6 7 -9 9 -11
leaf_value=0.00043095933488732232 -0.00053818288073568502 0.00051778132751942416 -0.00053474738754197705 0.00037273437425481545 -0.00036110654374336206 0.00052690420297468038 -0.00066542791272437699 -9.0611609602567691e-06 -0.00033028497734176386 0.00035418052300156377
leaf_weight=0.0015131314260221967 0.0011432653867589184 0.0010847943785076012 0.0011662288683820356 0.0010825738059259777 0.0017637636370203174 0.0012718411386307836 0.0010069314851099665 0.0012834955267832953 0.0014408441946504322 0.0014882304678201556
leaf_count=152 161 239 357 244 447 201 784 320 870 135
internal_value=0 3.02579e-05 -1.37515e-05 4.22443e-05 -2.07453e-05 -7.23462e-05 6.11294e-06 -0.000297617 0.000171713 1.74844e-05
internal_weight=0 0.0131018 0.012017 0.0108508 0.00933768 0.00825511 0.00649134 0.00229043 0.00420092 0.00292907
internal_count=3910 3749 3510 3153 3001 2757 2310 1104 1206 1005
is_linear=0
shrinkage=0.00196078


Tree=4585
num_leaves=9
num_cat=0
split_feature=48 51 0 4 4 47 13 0
split_gain=1.76069e-05 4.15619e-05 5.82941e-05 4.41155e-05 5.21104e-05 7.33321e-05 3.20406e-05 7.91053e-05
threshold=0.11028500000000001 0.08955500000000001 -0.17106499999999999 0.15927500000000003 -0.0021099999999999995 0.092255000000000018 -0.077944999999999987 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=0.021812010043532434 -0.011069974587817529 -0.017335452793899257 -0.0090422238633975065 0.014112859368075515 -0.03580223578237559 0.0019787856652892038 0.02355754969161605 -0.010695130837274084
leaf_weight=0.001454285092358394 0.0012952613243531899 0.0010781707506973366 0.0015516323421073241 0.0017538784699149476 0.0010269843034352048 0.0010279932055934429 0.0015781854128605237 0.0011771545396227195
leaf_count=164 219 410 830 434 448 113 989 303
internal_value=0 0.00127782 0.00337479 7.10016e-05 -0.00380009 -0.0169025 0.00245141 0.00892389
internal_weight=0 0.0106483 0.00957011 0.00811583 0.00636195 0.00205498 0.00430697 0.00275534
internal_count=3910 3691 3281 3117 2683 561 2122 1292
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=9
num_cat=0
split_feature=43 52 15 2 4 43 0 12
split_gain=1.66815e-05 4.65767e-05 6.63256e-05 8.69521e-05 9.78144e-05 4.65599e-05 4.56837e-05 3.01137e-05
threshold=-0.053009999999999995 -0.087604999999999988 -0.10469999999999999 0.106035 0.0057500000000000008 -0.093039999999999984 -0.083564999999999987 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 6 7 -4 -1
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.016985910701821497 -0.022816635062539413 -0.016216051653321812 -0.011289131216228028 -0.015097390287806184 0.037395850774998261 0.016253945302636252 0.017001025104461807 0.0061849282951188262
leaf_weight=0.001068292902061329 0.0010121616586617962 0.0017981609923434973 0.0011819144590626812 0.0013719916531179733 0.0012247502289831746 0.0019635499759710299 0.0011039785866979856 0.0011809194797080245
leaf_count=328 375 373 486 226 152 1196 500 274
internal_value=0 -0.00282598 0.000202669 0.0062493 0.0145918 0.00500228 0.00237368 -0.00482037
internal_weight=0 0.00769296 0.0066808 0.00488263 0.00351064 0.00421276 0.00228589 0.00224921
internal_count=3910 2112 1737 1364 1138 1798 986 602
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=12
num_cat=0
split_feature=484 48 4 0 42 47 133 4 4 16 4
split_gain=0.000154416 7.65322e-05 0.000106705 8.44124e-05 5.2427e-05 9.59091e-05 0.000122445 0.000180232 0.000160777 0.000106501 3.88419e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.23029999999999998 0.092145000000000019 0.09550500000000002 0.065880000000000008 -1.0000000180025095e-35 -0.06272999999999998 -0.008069999999999999 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 -8
right_child=1 -3 -4 4 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.00073453222624555602 0.00056300711380003171 -0.00045679120411147703 0.00062297928948257914 -0.00062727911882376692 -0.00033248764052286588 0.00056095047869064295 0.00061346419950287579 -0.00074002126944053314 0.00065766545248606499 0.00018483935949666663 0.00010964300896282697
leaf_weight=0.0010595061604820868 0.0010230497668910514 0.001091725516716254 0.0012724968735901747 0.0013015253764115222 0.0017923049238817894 0.0011595164398455621 0.0010171173337101226 0.0016862872409570536 0.0011093055125259059 0.0011870787532874422 0.0013954613590372866
leaf_count=612 53 137 368 618 543 144 132 275 319 224 485
internal_value=0 4.17627e-05 8.38113e-05 2.50287e-05 -2.66568e-05 3.52361e-05 -4.39625e-05 -0.00021107 3.68411e-05 -0.000239894 0.000322049
internal_weight=0 0.0140359 0.0129441 0.0116716 0.0106486 0.00885629 0.00769678 0.0052842 0.00359791 0.0024886 0.00241258
internal_count=3910 3298 3161 2793 2740 2197 2053 1436 1161 842 617
is_linear=0
shrinkage=0.00196078


Tree=4588
num_leaves=11
num_cat=0
split_feature=484 52 51 49 47 48 2 133 42 2
split_gain=6.1805e-05 4.80196e-05 5.50802e-05 9.58335e-05 3.96649e-05 0.000143255 7.60046e-05 7.53164e-05 0.000112561 0.000113271
threshold=-1.0000000180025095e-35 -0.068164999999999989 -0.095859999999999987 -0.047894999999999993 0.09550500000000002 0.084500000000000006 0.11260500000000001 0.084630000000000025 0.08622500000000001 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -3
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00047004196966766895 0.0005526991741214689 -0.00061573579474659499 0.00044545138432165954 -0.00027272802880953795 0.00021967231101397764 -0.00078235762849632293 0.00048515132331991995 -0.00052938187312548098 0.00056172081060787209 0.00019287192748979482
leaf_weight=0.001038967966400183 0.0012138182095197117 0.001243645262571719 0.0013129548844436774 0.0015668267360910795 0.0016392220669246586 0.0010629469242873571 0.0010238425273181757 0.0012001200089374903 0.0011025244713877727 0.0014340789144088022
leaf_count=627 295 405 199 412 195 192 271 567 372 375
internal_value=0 2.72225e-05 0.000202369 5.47055e-05 -5.51284e-05 -0.000118868 -1.40828e-06 -0.000101433 3.44283e-05 -0.000182679
internal_weight=0 0.0128 0.0040936 0.00287978 0.00870638 0.00706716 0.00600421 0.00498037 0.00378025 0.00267772
internal_count=3910 3283 906 611 2377 2182 1990 1719 1152 780
is_linear=0
shrinkage=0.00196078


Tree=4589
num_leaves=9
num_cat=0
split_feature=1 4 15 2 15 43 43 3
split_gain=1.77329e-05 5.92424e-05 4.22894e-05 5.02602e-05 0.000123545 7.26465e-05 4.81965e-05 8.26564e-05
threshold=0.11235500000000002 0.24280000000000004 -0.10312999999999999 0.087005000000000013 -0.021529999999999997 0.0050750000000000005 -0.084699999999999984 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -5 -8
right_child=1 -3 3 5 -6 -7 7 -9
leaf_value=-0.017434250441498864 -0.0047381554703306485 0.025197918565500965 0.035850454250613721 0.0019080383742198757 -0.0061307956893988953 0.013268615632228285 -0.042472910262832078 -0.0025240085263738975
leaf_weight=0.0015181480756359901 0.001696035514104331 0.0010833013545641893 0.0011958006763804767 0.0012486480668907605 0.0016941054747012401 0.0014417724328563827 0.0010604467810029984 0.0010123690562737764
leaf_count=372 288 343 272 441 1023 303 740 128
internal_value=0 0.00693002 -0.00218799 0.0008364 0.0112404 -0.00547584 -0.0136124 -0.0229618
internal_weight=0 0.00277934 0.00917129 0.00765314 0.00288991 0.00476324 0.00332146 0.00207282
internal_count=3910 631 3279 2907 1295 1612 1309 868
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=9
num_cat=0
split_feature=1 42 151 15 3 4 3 13
split_gain=1.66132e-05 3.35677e-05 4.16125e-05 6.50794e-05 4.65576e-05 7.5773e-05 4.70349e-05 2.63444e-05
threshold=0.12730000000000002 0.092145000000000019 0.054740000000000004 0.085285000000000014 -0.08348499999999999 -1.0000000180025095e-35 0.096385000000000012 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.015365399861417304 0.010391148996741296 -0.015209079315672849 0.019378626144261547 -0.023047060285881271 -0.001560641783718968 -0.027391116419566621 6.297985635832691e-05 0.019805846536767566
leaf_weight=0.0019272865035635601 0.0013483176546251136 0.001508094376750954 0.0010745818569202507 0.0012000948657577724 0.0010653503242262739 0.0013847527378625453 0.0011359332151342078 0.0012590382153420949
leaf_count=832 345 721 152 765 290 400 123 282
internal_value=0 -0.00139673 0.000905721 -0.00158418 0.00221914 -0.00301021 -0.0150191 0.0100128
internal_weight=0 0.0105551 0.00904704 0.00797246 0.00677236 0.00484507 0.00252069 0.00232439
internal_count=3910 3565 2844 2692 1927 1095 523 572
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=12
num_cat=0
split_feature=484 159 12 160 133 0 52 13 0 4 16
split_gain=7.38425e-05 5.68593e-05 4.77522e-05 5.15358e-05 7.74294e-05 9.56765e-05 5.34874e-05 8.15338e-05 9.39383e-05 9.1862e-05 3.46504e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10673000000000001 -0.080184999999999992 -0.090054999999999982 -0.14733499999999997 0.096170000000000019 -0.083514999999999992 -0.053834999999999994 -0.0021099999999999995 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 10 7 -7 9 -9 -6
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=-0.00051270870549692375 -0.00034450199653764119 0.00040044242086233596 -0.00041023709646754943 -0.00043450909384790435 -0.00046926508399342643 0.00062773679699252845 0.00065355278119879593 0.0006683450558728815 -0.00045618089730767834 -0.00010827420527110116 9.1079165144115319e-06
leaf_weight=0.0010566138340182387 0.0012933479410287422 0.0013940781623976899 0.0010854366926157264 0.0010238754297515083 0.0010046849568892892 0.001167537958017181 0.0011475229672673528 0.0010759443791501433 0.0010634242381197573 0.0012848174885876037 0.001384209707815985
leaf_count=627 491 400 274 353 117 300 157 607 267 211 106
internal_value=0 2.6415e-05 -1.88051e-05 2.18708e-05 7.3646e-05 0.000137657 0.000274905 0.000180277 2.77075e-05 0.000245679 -0.000192079
internal_weight=0 0.0129249 0.0115308 0.0104454 0.00915202 0.00812814 0.00573925 0.00459172 0.00342419 0.00236076 0.00238889
internal_count=3910 3283 2883 2609 2118 1765 1542 1385 1085 818 223
is_linear=0
shrinkage=0.00196078


Tree=4592
num_leaves=9
num_cat=0
split_feature=159 2 15 3 160 133 52 3
split_gain=1.61673e-05 3.32755e-05 4.5734e-05 6.29465e-05 3.4487e-05 6.3607e-05 6.39618e-05 4.42297e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 -0.064869999999999983 -0.078884999999999997 0.084835000000000008 1.0000000180025095e-35 0.089525000000000007 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3
right_child=1 4 3 -5 -6 -7 -8 -9
leaf_value=-0.011527729496698058 -0.01998168354662656 0.011180302265461968 -0.014135746261644997 0.017782527376650713 0.017589210314741966 -0.018207358794001878 0.028280736193521491 -0.014247190219034324
leaf_weight=0.0011158363186206622 0.0014939132957451345 0.0014967873645581576 0.0012087991299878302 0.0012638835608971722 0.0017214950904623702 0.0012667697595761685 0.001078784734918542 0.0012598884607128936
leaf_count=633 400 554 708 221 319 595 234 246
internal_value=0 0.00111633 -0.00616729 0.00217892 0.00535026 0.00122083 0.00763754 -0.00044087
internal_weight=0 0.0107903 0.0039666 0.00247268 0.00682373 0.00510223 0.00383546 0.00275668
internal_count=3910 3277 1329 929 1948 1629 1034 800
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=12
num_cat=0
split_feature=158 48 4 0 1 1 0 3 16 43 133
split_gain=6.17535e-05 8.27948e-05 9.52609e-05 0.000190136 7.48465e-05 0.000155423 6.55031e-05 5.43351e-05 4.86909e-05 6.23205e-05 6.1432e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.0057500000000000008 -0.17106499999999999 0.11235500000000002 0.092550000000000007 -0.18087499999999998 0.10420500000000001 -0.083144999999999983 -0.06705499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 8 -8 10 -10
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0005409622807845875 -0.00046676368432556174 -0.00049792514240398354 0.00095146172699462728 0.00027468642408907289 0.00038650005787575092 -0.00071923290300989298 0.00020046260440408008 0.00039850549418282309 0.00029334703213090992 -0.00062287578052316623 -0.00037215921530522818
leaf_weight=0.0010267123271106016 0.0010667827124264248 0.0010741700323282722 0.0012038651904182542 0.0014136599857590519 0.0016728784025512155 0.0010572771210230246 0.0014736540732524072 0.0010561101373044446 0.0010694285843858083 0.0010455720054728659 0.0010636814043333705
leaf_count=73 488 150 118 277 270 112 602 96 325 795 604
internal_value=0 2.37506e-05 7.01278e-05 0.000265514 6.62318e-05 -0.000150597 -8.50078e-05 -3.00053e-06 -9.4145e-05 -0.000230727 -3.85096e-05
internal_weight=0 0.013157 0.0120828 0.00534768 0.00414382 0.00247094 0.00673516 0.00570845 0.00465234 0.00317868 0.00213311
internal_count=3910 3422 3272 777 659 389 2495 2422 2326 1724 929
is_linear=0
shrinkage=0.00196078


Tree=4594
num_leaves=9
num_cat=0
split_feature=1 0 15 2 15 15 1 2
split_gain=1.67598e-05 6.17961e-05 3.98772e-05 3.70393e-05 5.09744e-05 5.35489e-05 7.83689e-05 4.21012e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.11462500000000002 0.035895000000000003 -0.017214999999999998 0.11097000000000001 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.024708521458678669 -0.0043869352821330181 -0.0065624057583221112 0.017095324836781594 0.015948806331585099 -0.020491130043462896 0.02320411946243682 -0.021982184899566125 0.021143885693335029
leaf_weight=0.0011670687228755713 0.0013276535053020205 0.0018866577235433931 0.0011448290180398894 0.0016560454441956101 0.0010917839717045344 0.0010686810226965206 0.0013108578130090497 0.0012578318625247123
leaf_count=630 266 579 799 413 496 297 249 181
internal_value=0 -0.00515566 0.00237184 0.00269595 -0.000927631 0.00337428 -0.0020646 0.00803374
internal_weight=0 0.00419856 0.00303149 0.00771285 0.00605681 0.00496502 0.00389634 0.00258549
internal_count=3910 2008 1378 1902 1489 993 696 447
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=9
num_cat=0
split_feature=4 0 2 52 2 150 15 15
split_gain=1.70209e-05 5.57209e-05 3.95663e-05 4.98779e-05 9.11933e-05 3.70636e-05 8.83457e-05 7.92415e-05
threshold=0.0057500000000000008 -0.18087499999999998 0.11043500000000002 -0.014099999999999998 0.088895000000000016 0.085075000000000026 -0.017214999999999998 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -2
right_child=5 2 -4 4 -6 -7 -8 -9
leaf_value=-0.025104555307796719 0.0090817218261141051 0.010901008394573999 0.018066420858272314 0.0041027068989993084 -0.032161667554290542 0.020015168431779123 0.022814685027742324 -0.022997876401929608
leaf_weight=0.0010115520045118316 0.0013622225675712812 0.0015203408146460366 0.0010332490114557469 0.0016053730001737024 0.0012207051981197705 0.001146212569955278 0.0012044301327789535 0.001771179873668504
leaf_count=84 368 843 286 1155 425 182 127 440
internal_value=0 -0.00357173 0.000477133 -0.00370427 -0.0115614 0.00402226 -0.00020364 -0.00905152
internal_weight=0 0.00639122 0.00537967 0.00434642 0.00282608 0.00548405 0.00433783 0.0031334
internal_count=3910 2793 2709 2423 1580 1117 935 808
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=12
num_cat=0
split_feature=48 48 4 1 160 133 3 3 4 4 52
split_gain=0.000111489 0.000109217 6.12496e-05 0.000136992 8.87206e-05 9.73387e-05 7.52309e-05 6.49614e-05 6.65871e-05 5.74921e-05 5.40101e-05
threshold=0.12738500000000003 0.096835000000000018 0.15927500000000003 0.11198000000000001 -0.026849999999999995 -0.0023199999999999996 0.013395000000000002 -0.077894999999999978 -0.084009999999999987 1.0000000180025095e-35 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 -6 7 8 -7 -8 -1
right_child=-2 -3 3 -5 5 6 9 -9 -10 -11 -12
leaf_value=0.00059521072161806878 -0.00063591294955301465 0.0005848550871077441 -0.00012349516441951484 0.00076003291125386035 -0.00069192166397468694 0.00014097695011818415 -0.00061931759453772491 0.00034690582059102596 -0.00052129079147632121 -3.2477368024128473e-05 -4.4375577350575871e-05
leaf_weight=0.0010208468558151342 0.0010166517640193351 0.0012702775745518672 0.0016427482822146356 0.0011449585241603364 0.0012188304558157555 0.0013609248969812494 0.0014168766456791604 0.001846458366638529 0.0010220321930114217 0.0011733820067465484 0.0010096850695360412
leaf_count=284 127 252 220 309 748 310 121 374 595 49 521
internal_value=0 3.63677e-05 -1.78242e-05 0.000239385 -8.9035e-05 -0.00018154 -9.03232e-05 7.08444e-05 -0.000143065 -0.00035348 0.000277175
internal_weight=0 0.014127 0.0128567 0.00278771 0.010069 0.0080385 0.00681967 0.00422942 0.00238296 0.00259026 0.00203053
internal_count=3910 3783 3531 529 3002 2197 1449 1279 905 170 805
is_linear=0
shrinkage=0.00196078


Tree=4597
num_leaves=9
num_cat=0
split_feature=48 51 0 4 0 1 0 3
split_gain=1.84398e-05 4.24435e-05 4.87773e-05 4.18707e-05 4.21238e-05 4.01789e-05 4.07625e-05 3.213e-05
threshold=0.11028500000000001 0.08955500000000001 -0.17106499999999999 0.15927500000000003 -0.084304999999999977 0.088495000000000018 -0.069414999999999991 -0.100615
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=0.020372590898177601 -0.011308748226653426 -0.017513839561879234 -0.016228889783236822 0.014158072597139979 0.023726397896350216 -0.012427813995032856 0.012291231639682133 -0.012743074848456335
leaf_weight=0.0014435267263099511 0.0012994911702428986 0.0010757336769369697 0.0018148857152451188 0.0017387231555999671 0.0010860575438036341 0.0013772112032209519 0.0010246830593051426 0.0010260032518314009
leaf_count=164 219 410 1081 434 680 599 77 246
internal_value=0 0.00131335 0.00344277 0.000413517 -0.00336253 0.00181054 0.008062 -0.00023398
internal_weight=0 0.0105868 0.00951109 0.00806756 0.00632884 0.00451396 0.00313674 0.00205069
internal_count=3910 3691 3281 3117 2683 1602 1003 323
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=13
num_cat=0
split_feature=484 48 4 133 12 52 43 47 0 0 16 0
split_gain=0.000108402 7.24549e-05 0.000151569 9.42852e-05 9.77937e-05 9.11124e-05 8.50673e-05 8.12232e-05 5.5797e-05 8.76952e-05 6.41375e-05 6.1973e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.090054999999999982 0.10595000000000002 0.11262000000000001 0.0016850000000000001 0.09550500000000002 -0.10943499999999999 -0.077944999999999987 -0.094359999999999986 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 10 -10 -5 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.00063522631868941244 -0.00051165705381496941 -0.00047087493090324628 0.00072283830685642748 -4.7090901676084097e-05 -0.00051316243559889837 -0.00041160881314954823 0.00066037019838932382 0.00062508373173197375 -0.00053096201919421138 0.0004576907378872871 0.00060141048618739148 -0.00022267959010607792
leaf_weight=0.0010119789936418591 0.0012350901283226809 0.001027085618797329 0.0012359326334034056 0.0012709720111554468 0.0010214508930308655 0.0010675145890478308 0.0012856449179716439 0.0010029182513148979 0.0013392632890281398 0.0010178178508855312 0.0010885016315161982 0.001041332021389826
leaf_count=612 451 137 368 91 199 356 177 108 764 287 150 210
internal_value=0 2.99114e-05 7.07121e-05 -1.71689e-07 6.21573e-05 0.000126637 0.000198045 0.000110129 2.04328e-05 -0.0001404 0.000252084 0.000113621
internal_weight=0 0.0136335 0.0126064 0.0113705 0.0101354 0.00911396 0.00804645 0.00676081 0.00575789 0.00339841 0.00235947 0.00205915
internal_count=3910 3298 3161 2793 2342 2143 1787 1610 1502 1261 241 497
is_linear=0
shrinkage=0.00196078


Tree=4599
num_leaves=10
num_cat=0
split_feature=1 4 48 0 47 16 15 4 3
split_gain=1.75827e-05 4.33608e-05 3.15126e-05 5.91886e-05 4.85396e-05 0.000110023 2.84239e-05 2.99894e-05 2.45899e-05
threshold=0.085990000000000011 -0.15796999999999997 0.087945000000000009 -0.19631499999999999 0.09252500000000001 -0.09601999999999998 -1.0000000180025095e-35 -0.065054999999999988 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -3 -8 -7
right_child=2 6 3 -5 -6 8 7 -9 -10
leaf_value=0.0081086082865909279 0.041894037344651039 -0.024107931177422926 -0.024451553389757665 0.0088390581566337202 -0.0076059234609374806 0.011514503669199629 -0.016076406380386911 0.0079655067252845501 -0.0091413553397403733
leaf_weight=0.001739791850775131 0.0010093803685643282 0.0011478785524163117 0.0010132212806545637 0.0011293337285823895 0.0014490065952088189 0.0013042216173091755 0.0010777064935084937 0.0010005028106257698 0.0010326540276687224
leaf_count=146 340 1021 70 279 181 678 850 192 153
internal_value=0 -0.00461586 0.00317838 -0.00690418 0.00768333 0.0143039 -0.011478 -0.00450202 0.00238678
internal_weight=0 0.00496588 0.00693782 0.00214256 0.00479526 0.00334626 0.00322609 0.00207821 0.00233688
internal_count=3910 2209 1701 349 1352 1171 2063 1042 831
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=9
num_cat=0
split_feature=11 16 457 151 12 13 0 2
split_gain=2.03704e-05 2.6414e-05 3.82698e-05 5.96473e-05 4.74245e-05 9.95205e-05 0.000131131 7.90974e-05
threshold=0.077330000000000024 -0.41862999999999995 0.085230000000000014 -0.016164999999999995 -1.0000000180025095e-35 -0.094679999999999986 -0.053834999999999994 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.011343911613806346 -0.012864266645429334 0.02833372846278788 -0.013536425326305366 0.021918937075761591 0.023452330856669916 0.015792134720085751 -0.035522805820094892 -0.014520566215960649
leaf_weight=0.001436524419758489 0.0011254091201845532 0.0010166226244671273 0.0011881809078242858 0.0010623395195302797 0.0013053056272825034 0.0019249595128571031 0.0012498243686642129 0.0015571706809575313
leaf_count=394 279 376 183 274 171 874 274 1085
internal_value=0 0.00127679 0.00322533 0.00567918 0.00243517 -0.000993263 -0.00773656 0.00223663
internal_weight=0 0.0107409 0.0093044 0.00811622 0.0070996 0.00603726 0.00473195 0.00348213
internal_count=3910 3631 3237 3054 2678 2404 2233 1959
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=13
num_cat=0
split_feature=484 457 4 12 151 2 12 0 4 15 1 4
split_gain=0.000151631 9.77498e-05 6.54995e-05 8.37929e-05 9.85779e-05 7.07136e-05 8.31355e-05 0.000109282 0.000108932 5.63403e-05 4.90512e-05 4.20752e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.25367000000000006 0.10595000000000002 -0.08341999999999998 0.11203000000000002 0.089745000000000005 -0.10071499999999999 -0.077679999999999985 -0.09547499999999999 0.11198000000000001 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 9 -9 -6 -4 -8
right_child=1 2 10 -5 5 -7 11 8 -10 -11 -12 -13
leaf_value=-0.00073918252692985209 -0.00054745391707000668 0.00065349076141676466 9.6666606062298979e-05 -0.00049680007813019777 -4.5897238825672127e-05 -0.00041428115059855106 0.00017270042339867045 -1.451949713577887e-05 -0.00082682303188592919 0.00059307477872807071 0.0006987238002438362 0.00068526731274299462
leaf_weight=0.0010237976316183469 0.0010005891087536576 0.0010441107835350806 0.0010091179701318532 0.0010578790031081442 0.0010784634879405942 0.0012569398662389108 0.0015853295040373899 0.0016495718478761422 0.001031679643190931 0.0010442348531921096 0.0010740062815836021 0.0010067178861585145
leaf_count=612 200 237 148 267 70 212 581 624 337 111 318 193
internal_value=0 4.28324e-05 8.8839e-05 2.72003e-05 8.4365e-05 1.56912e-05 8.87644e-05 -6.39383e-05 -0.000327074 0.000268437 0.000407072 0.000371775
internal_weight=0 0.0138386 0.0128381 0.0107549 0.00969705 0.00865294 0.007396 0.00480395 0.00268125 0.0021227 0.00208312 0.00259205
internal_count=3910 3298 3098 2632 2365 2128 1916 1142 961 181 466 774
is_linear=0
shrinkage=0.00196078


Tree=4602
num_leaves=10
num_cat=0
split_feature=484 159 12 160 133 2 13 48 0
split_gain=8.87898e-05 3.91939e-05 5.10377e-05 5.4507e-05 7.94001e-05 8.49237e-05 0.00011759 6.07414e-05 5.50244e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10673000000000001 -0.080184999999999992 -0.0056849999999999991 0.10742000000000002 -0.083514999999999992 0.087645000000000015 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00055620022671836388 -0.00034000990924203556 0.00035312686091767693 -0.00040734284696684165 -0.00031468373895125154 0.0008169264759519063 -0.0001684743247273524 -0.0002720478913145104 0.00054090873146332436 0.00025123797663936315
leaf_weight=0.0010434422239892762 0.0012508722048798935 0.0013617619779086139 0.0010658026724433721 0.0015017096343900105 0.0013120948316561239 0.0019846336040421943 0.0014641384935337206 0.0010971226998444652 0.0016356234542213668
leaf_count=627 491 400 274 692 221 344 379 123 359
internal_value=0 3.8855e-05 1.02225e-06 4.35001e-05 9.68303e-05 0.000179297 0.000304583 0.000144407 4.06965e-06
internal_weight=0 0.0126738 0.011312 0.0102462 0.00899532 0.00749361 0.00550898 0.00419688 0.00309976
internal_count=3910 3283 2883 2609 2118 1426 1082 861 738
is_linear=0
shrinkage=0.00196078


Tree=4603
num_leaves=9
num_cat=0
split_feature=43 3 42 43 43 4 2 4
split_gain=1.70888e-05 4.9274e-05 4.8511e-05 4.6076e-05 3.8115e-05 6.5113e-05 5.91311e-05 7.03312e-05
threshold=-0.053009999999999995 -0.078669999999999976 0.08221500000000001 -0.15109999999999998 0.0016850000000000001 -0.060264999999999992 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0094356597148943389 -0.024932405710560771 0.017722978984359827 -0.022796629136070487 -0.018114910512783359 0.01375692808896763 -0.0079150170456252691 -0.015168308920242211 0.025306904294408957
leaf_weight=0.0012265071825365444 0.0011454908861834468 0.0017743204219770091 0.001054648251139113 0.0012018835391857737 0.0015965813841611332 0.0011240932899330175 0.0013062879892191798 0.0014712840353156809
leaf_count=237 447 653 747 908 359 163 207 189
internal_value=0 0.00505558 -0.00287281 -0.00419995 0.000289966 -0.00397008 0.00218426 0.010918
internal_weight=0 0.00420271 0.00769839 0.00242839 0.00664374 0.00504716 0.00390167 0.00259538
internal_count=3910 1798 2112 1145 1365 1006 559 352
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=10
num_cat=0
split_feature=12 160 12 12 43 133 52 16 1
split_gain=1.81537e-05 2.95793e-05 2.83002e-05 5.02791e-05 4.45173e-05 9.3651e-05 5.27479e-05 5.92609e-05 8.5244e-05
threshold=0.10700500000000002 0.099550000000000013 0.097345000000000015 0.091555000000000011 -0.093039999999999984 0.083815000000000014 -0.074484999999999982 -0.19424999999999998 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9
right_child=-2 -3 -4 -5 5 -7 7 8 -10
leaf_value=-0.015187681094220647 -0.012356781557141001 -0.014744378635709838 0.018496473155024767 -0.019513915088381979 -0.016129811020900772 0.033724906552370142 -0.010559945057171248 0.0023174172920761727 0.038244971129853735
leaf_weight=0.0010575889382249057 0.0010912071579847497 0.0010526055521313431 0.0010394496506342553 0.0010469886213595658 0.0012845734557087665 0.001087618669129601 0.0013163975604785216 0.0018647340018910813 0.0010225385146847639
leaf_count=289 355 286 302 547 332 574 270 789 166
internal_value=0 0.00117894 0.00290334 0.00103612 0.00385472 0.00691729 0.00160476 0.00702416 0.0150413
internal_weight=0 0.0107725 0.00971989 0.00868044 0.00763345 0.00657586 0.00548824 0.00420367 0.00288727
internal_count=3910 3555 3269 2967 2420 2131 1557 1225 955
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=9
num_cat=0
split_feature=159 1 2 16 16 160 12 3
split_gain=1.99091e-05 3.3474e-05 4.89838e-05 7.07162e-05 7.60616e-05 4.61385e-05 6.53608e-05 8.92423e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 0.086545000000000025 -0.089864999999999987 -0.055679999999999993 0.084835000000000008 0.089995000000000006 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -4
right_child=1 -3 5 4 -6 -7 -8 -9
leaf_value=-0.012790168621648166 -0.030734856827459009 0.01836732069739086 0.023113035279765059 0.019485984192109441 -0.018121440091355828 0.018947815527792733 -0.015113717174446518 -0.012886880894469144
leaf_weight=0.0011122763670700789 0.001130938161765278 0.0010340972904687449 0.0017496278821216502 0.0010458805335152427 0.001107045855131088 0.0016489759621157434 0.0018554941748979781 0.0011355010348594596
leaf_count=633 307 315 601 445 439 306 678 186
internal_value=0 0.00126643 -0.000561666 -0.0104878 0.000148053 0.00453976 -0.000471936 0.00894454
internal_weight=0 0.0107076 0.00967346 0.00328386 0.00215293 0.0063896 0.00474062 0.00288513
internal_count=3910 3277 2962 1191 884 1771 1465 787
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=10
num_cat=0
split_feature=4 16 47 42 52 13 1 4 0
split_gain=1.83657e-05 2.95579e-05 2.47051e-05 4.00986e-05 8.49387e-05 4.89097e-05 7.18146e-05 7.43896e-05 4.15759e-05
threshold=0.28937500000000005 -0.38486499999999996 0.10783500000000001 -1.0000000180025095e-35 -0.092854999999999979 -0.017604999999999999 0.085410000000000014 0.0057500000000000008 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -7 -8 -6
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=-0.017141865225122704 0.010403574404333524 -0.017571568800329465 0.014122974787399531 -0.022957671340782564 0.0089692958530341021 0.033785804981168059 -0.014859226870104526 0.022467193369577327 -0.018248997716285024
leaf_weight=0.0010866313676704377 0.0014705083516802645 0.0013219213705479762 0.0011333333782984943 0.0011759290180345669 0.0011089043137520911 0.0012061687258758625 0.0010994602199391841 0.0010380031505996534 0.0011362409721555151
leaf_count=195 426 924 190 532 687 112 174 42 628
internal_value=0 -0.00154266 0.000295806 -0.00164206 0.0014708 0.00661077 0.0142765 0.00326737 -0.00480555
internal_weight=0 0.0103066 0.00921996 0.00808663 0.00676471 0.00558878 0.00334363 0.00213746 0.00224515
internal_count=3910 3484 3289 3099 2175 1643 328 216 1315
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=11
num_cat=0
split_feature=123 50 48 1 47 457 0 1 52 16
split_gain=8.56125e-05 9.46459e-05 7.879e-05 0.000101219 0.00011719 8.07165e-05 9.81018e-05 7.61528e-05 5.69518e-05 7.27995e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.11379500000000002 0.11198000000000001 0.084155000000000021 0.082870000000000013 -0.10209999999999998 0.085410000000000014 0.090300000000000005 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-9.5936343613630955e-05 0.00052740981351133106 -0.00061369349956957202 -0.00049840647499125993 0.00089888644264820476 -2.9921362678506016e-05 0.00034655536129848312 0.00042568587330704915 -0.0008287322479741192 -0.00026894207218566385 -0.00016088013520291426
leaf_weight=0.0010243499547155461 0.0010244725475884063 0.0010926569497012551 0.0011548870269138161 0.0010309564081529008 0.001058509260227769 0.0016074753610535834 0.0018221552422375054 0.0011656907992435607 0.001813178911994103 0.0014695839670019156
leaf_count=218 334 654 123 257 92 199 574 118 508 833
internal_value=0 -6.0936e-05 -1.1213e-05 3.9975e-05 0.000428359 -5.11815e-05 -0.000138825 -0.000485981 1.01077e-05 0.000163816
internal_weight=0 0.0132394 0.0121468 0.0109919 0.00208947 0.00890243 0.00729496 0.00219004 0.00510492 0.00329174
internal_count=3910 3576 2922 2799 349 2450 2251 336 1915 1407
is_linear=0
shrinkage=0.00196078


Tree=4608
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 43 42 16 3 0
split_gain=6.24867e-05 4.38214e-05 5.07699e-05 7.22453e-05 8.04844e-05 7.64827e-05 8.05982e-05 7.36927e-05 5.03557e-05 3.51306e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 0.0016850000000000001 0.088115000000000013 -0.19424999999999998 0.094625000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00046664113402178722 -0.00037718672009743714 0.00037506972234278559 -0.00045479147402336848 -0.00049057724489720653 -0.00041688894808487815 0.00065486096954557702 0.00044603055928612987 0.00019858275573339626 0.00039595566388419211 -0.00027729289741173742
leaf_weight=0.0010244762864558268 0.0012381505195481297 0.0013189837539680652 0.0010007168519819273 0.0010838911266986759 0.0010182363137916503 0.0010749463872796097 0.0017976000099541988 0.001027678348020626 0.0013333468444442645 0.0014212979109572881
leaf_count=627 529 400 400 180 204 206 413 96 111 744
internal_value=0 3.73525e-05 -3.15761e-06 4.43027e-05 0.000101337 0.000169524 9.12333e-05 -3.98303e-05 8.93392e-05 -7.75984e-05
internal_weight=0 0.0123148 0.0109959 0.00975771 0.008757 0.00773876 0.00666381 0.00486621 0.00378232 0.00244898
internal_count=3910 3283 2883 2354 1954 1750 1544 1131 951 840
is_linear=0
shrinkage=0.00196078


Tree=4609
num_leaves=9
num_cat=0
split_feature=159 4 0 2 150 49 15 15
split_gain=1.75956e-05 3.08282e-05 3.15714e-05 5.12294e-05 6.36864e-05 8.84681e-05 0.000100676 4.85184e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 0.14676000000000003 0.10796500000000002 0.086420000000000011 -0.0090499999999999973 -0.07142999999999998 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.012019048250746711 0.03182637412950777 0.015942958829441838 0.014659853356012151 -0.019390573466540953 -0.021909296596905797 -0.024936735540075569 0.019580150724931453 -0.0042428785291226982
leaf_weight=0.0011143335617758788 0.0010100175437724032 0.0012500421754298432 0.0011629853056475533 0.0015400723111789012 0.001041722564046426 0.0012627856578072546 0.0017736889194560437 0.0016503322253835742
leaf_count=633 252 412 65 452 225 461 397 1013
internal_value=0 0.00118547 -0.000768378 -0.00293574 0.000824951 0.00498214 -0.000802853 0.00809777
internal_weight=0 0.0106916 0.0094416 0.00827862 0.00673855 0.00569682 0.00468681 0.00342402
internal_count=3910 3277 2865 2800 2348 2123 1871 1410
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=10
num_cat=0
split_feature=150 151 151 1 15 2 3 4 4
split_gain=1.6216e-05 4.63084e-05 4.26144e-05 4.33478e-05 7.22744e-05 6.37315e-05 0.000103675 6.03829e-05 5.03556e-05
threshold=0.084800000000000014 -0.016164999999999995 -0.03268999999999999 0.11198000000000001 -0.10312999999999999 0.106035 -0.089974999999999986 0.22584000000000001 -0.060264999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -5 -8
right_child=1 -3 3 7 5 -7 8 -9 -10
leaf_value=-0.020062290074782278 0.023289783221779992 -0.0069391827662319862 -0.027805762395883993 -0.0034958738431500047 -0.017481241174126274 -0.019577498560533101 0.0043308823374498253 0.030298308962443843 0.030017945045004959
leaf_weight=0.0011239197893874149 0.0010073543646063822 0.0010198118451117803 0.0010229360214459495 0.0010783671093283207 0.0012511614645915625 0.0011670157486939918 0.0015859679192341361 0.0010373286895636387 0.0014710198203621459
leaf_count=363 286 172 269 184 466 365 964 285 556
internal_value=0 0.00808242 -0.00174845 0.000641121 -0.00340669 0.00115184 0.00676712 0.0130735 0.0166915
internal_weight=0 0.00202717 0.00973772 0.0086138 0.0064981 0.00547516 0.00430815 0.0021157 0.00305699
internal_count=3910 458 3452 3089 2620 2351 1986 469 1520
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=12
num_cat=0
split_feature=484 48 48 474 51 43 133 16 2 133 0
split_gain=0.00021062 6.60581e-05 0.000126604 0.000106505 8.20172e-05 7.17679e-05 7.76932e-05 0.000137325 8.91464e-05 6.26119e-05 3.54363e-06
threshold=-0.0043499999999999988 0.11930500000000001 0.096665000000000015 0.084655000000000022 -0.10386999999999998 -0.15648499999999999 0.083815000000000014 -0.033174999999999989 0.093070000000000014 -1.0000000180025095e-35 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 -7 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00085237758451398168 0.00045818384842275168 -0.00040560800589227322 0.00077410350663470007 0.00066033126704123386 0.00032931556402911373 -0.00028354062390331057 0.00018879319126546024 -0.00078325660866232927 -0.00053179584747515445 0.00037349816171749307 0.00021008442925240595
leaf_weight=0.0010264814519903341 0.0012758020943445829 0.001042850282532687 0.0010088862564160772 0.0010036341064103621 0.0014470058357725192 0.0011282727413389824 0.0019909842298281898 0.0014490688444642255 0.0012467176775656482 0.0010236901499760531 0.0010170842688435517
leaf_count=612 267 137 168 304 216 584 665 362 343 53 199
internal_value=0 6.86372e-05 0.000107916 4.98871e-05 -8.02803e-06 -7.1965e-05 -0.000145879 -0.000259493 -8.76157e-05 8.71268e-05 0.000292056
internal_weight=0 0.013634 0.0125911 0.0115823 0.0105786 0.00930282 0.00785582 0.00586483 0.00441576 0.00316905 0.00204077
internal_count=3910 3298 3161 2993 2689 2422 2206 1541 1179 836 252
is_linear=0
shrinkage=0.00196078


Tree=4612
num_leaves=12
num_cat=0
split_feature=11 48 51 42 2 16 13 13 16 0 2
split_gain=7.51484e-05 5.94492e-05 8.32862e-05 0.00010878 0.000106511 9.72092e-05 0.000159409 9.36853e-05 9.0199e-05 7.71338e-05 4.83778e-05
threshold=0.081005000000000008 0.091555000000000011 0.085845000000000019 0.086325000000000013 0.11260500000000001 0.22945500000000005 -0.091229999999999992 -0.062819999999999987 -0.097709999999999977 -0.18087499999999998 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5 -8 -3 -10
right_child=-2 9 -4 7 -6 -7 8 -9 10 -11 -12
leaf_value=0.00084888797355317893 -0.00052503326383730676 -8.5869472273626714e-05 -0.00055462965696065716 -0.00069900294656053536 0.00071065600365867638 -0.00050818186088989812 -0.00051843344308333923 9.7496371942866781e-05 0.00036265014467819212 0.00062117043931280878 -0.00015704824117518951
leaf_weight=0.0010174414359545225 0.0010080403856103622 0.0010627590696851985 0.0010581164758279747 0.0012756186695496907 0.0010887184208018723 0.0010175620358704399 0.001035932753280074 0.00102313129116019 0.0017346598283421077 0.0013427038503214779 0.0011420467431824172
leaf_count=155 233 69 345 935 224 135 189 192 476 375 582
internal_value=0 3.1016e-05 -3.32741e-05 2.58206e-05 0.000146801 4.35876e-05 0.000157472 -0.000344496 -2.23235e-05 0.000308793 0.000156331
internal_weight=0 0.0127987 0.0103932 0.00933511 0.00703636 0.00594764 0.00493008 0.00229875 0.00391264 0.00240546 0.00287671
internal_count=3910 3677 3233 2888 1761 1537 1402 1127 1247 444 1058
is_linear=0
shrinkage=0.00196078


Tree=4613
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 1 0 1 16
split_gain=0.000103606 8.45731e-05 0.000127152 6.48708e-05 0.000115763 9.29156e-05 5.50665e-05 9.43248e-05 6.40454e-05 3.99828e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.076710000000000014 -0.083564999999999987 0.092550000000000007 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00061207786586504409 -0.00041823223058483182 -0.0004989018834771861 0.00068358626204814612 -0.00056002989404814766 0.0005482796224340734 -0.00043610622359510322 0.00018456141927441325 0.00020614218055169258 -6.3320095135576551e-05 0.00069285924431720263
leaf_weight=0.0010138428438516518 0.0011758282215371544 0.0010403028960074513 0.001222156442576657 0.0011589926775376238 0.0016205712329617197 0.0016826140640744842 0.0012445200112148197 0.0013229539930294577 0.0017881566685587803 0.0011399505579239837
leaf_count=612 261 137 368 675 117 499 203 485 297 256
internal_value=0 3.80212e-05 8.3228e-05 1.73254e-05 6.87568e-05 -2.44522e-05 7.96348e-05 -0.000151637 0.000217199 0.000427565
internal_weight=0 0.013396 0.0123557 0.0111336 0.00995776 0.00833719 0.00665457 0.00248195 0.00417263 0.00238447
internal_count=3910 3298 3161 2793 2532 2415 1916 1160 756 459
is_linear=0
shrinkage=0.00196078


Tree=4614
num_leaves=13
num_cat=0
split_feature=484 133 40 160 42 484 1 3 4 3 1 15
split_gain=0.000124531 8.45288e-05 0.000131132 7.15423e-05 8.04695e-05 9.53939e-05 0.000125349 0.000108075 0.000113044 7.81623e-05 7.72045e-05 3.48204e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.099550000000000013 -0.089744999999999978 0.087270000000000014 0.092550000000000007 -0.11266 0.018480000000000003 0.084925000000000014 0.11831500000000002 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -9 11 -8
right_child=1 -3 3 -5 5 -7 10 8 -10 -11 -12 -13
leaf_value=-0.00065296864405434368 0.00075564056825959706 -0.00050075055564179831 -0.00039412490073555432 -0.00045553191871187064 0.00094535281757855249 -0.00042282131403561157 -0.00055355711379943037 -0.00019751600692542883 0.00077298690656809146 0.00046307367822590186 0.00033274803323356147 -7.5151206679408369e-05
leaf_weight=0.0010611839089903702 0.0010347384687222723 0.0010182476228620804 0.0012449224337097277 0.001070667042665137 0.001089523672535773 0.0010511930350112922 0.0010405920495885766 0.0018564066140265498 0.0011467070970571265 0.0010947406710996588 0.0011582920571012586 0.0013357734594011228
leaf_count=612 243 472 313 135 100 283 88 884 141 62 223 354
internal_value=0 4.3475e-05 8.5701e-05 2.83578e-05 7.53788e-05 0.000135185 0.000202436 0.000396472 0.000250537 4.75326e-05 -8.23256e-05 -0.000284641
internal_weight=0 0.0141418 0.0131236 0.0120888 0.0110182 0.00977323 0.00872204 0.00518738 0.00409785 0.00295115 0.00353466 0.00237637
internal_count=3910 3298 2826 2583 2448 2135 1852 1187 1087 946 665 442
is_linear=0
shrinkage=0.00196078


Tree=4615
num_leaves=11
num_cat=0
split_feature=484 159 133 160 12 43 52 3 43 3
split_gain=5.45173e-05 6.81931e-05 6.81741e-05 0.000116917 7.77876e-05 8.26647e-05 8.21728e-05 7.3925e-05 0.000102714 4.35377e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.090054999999999982 -0.080184999999999992 0.10595000000000002 0.0016850000000000001 0.096170000000000019 -0.08824499999999999 -0.074254999999999988 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -10
right_child=1 -3 3 4 -6 -7 -8 8 9 -11
leaf_value=-0.00043791499630011822 -0.00047837370223840342 0.00043938340323516141 -0.00054679087597565379 -0.0004836013928124899 -0.00039389210454744342 0.00066626645366056256 0.00055399536932623783 0.00048583575968681936 -0.00036284836974297569 0.00011527869202200387
leaf_weight=0.0010471621958312747 0.0011350597352632269 0.0013782198362506928 0.0012000226808606658 0.0010313083546934594 0.0010613542627917168 0.0011151350060946861 0.001210375005199874 0.0016669823333713332 0.0014648771273606778 0.0014639794548598766
leaf_count=627 449 400 480 397 204 206 125 396 440 186
internal_value=0 2.75202e-05 -2.2496e-05 2.81645e-05 0.000104708 0.00017125 9.05177e-05 -9.17431e-06 9.72873e-05 -0.000123858
internal_weight=0 0.0127273 0.0113491 0.010214 0.00901401 0.00795266 0.00683752 0.00562715 0.00459584 0.00292886
internal_count=3910 3283 2883 2434 1954 1750 1544 1419 1022 626
is_linear=0
shrinkage=0.00196078


Tree=4616
num_leaves=9
num_cat=0
split_feature=47 4 4 1 2 3 2 52
split_gain=1.88595e-05 4.96082e-05 5.61456e-05 4.6702e-05 4.47198e-05 3.4683e-05 4.12379e-05 4.58102e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.095575000000000007 0.081110000000000015 -0.11266 0.087005000000000013 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.020973102531650061 -0.013186274403445525 0.015607865266208372 -0.021376748050638817 0.015702864382883996 0.016436539158986446 0.01314253947422171 -0.021658499020365121 0.0048961906848364644
leaf_weight=0.0011199496091293783 0.0010031881928114833 0.0019477234989478199 0.0012816109057116835 0.0017287116175894283 0.0011418051396942124 0.0010629888566523094 0.0015023495969140681 0.0011446043239112841
leaf_count=492 145 500 308 533 179 607 697 449
internal_value=0 0.00114031 -0.00199693 0.00122853 -0.00296156 0.00119612 -0.00349441 -0.0101756
internal_weight=0 0.0109297 0.00898202 0.00770041 0.0059717 0.00485175 0.00370994 0.00264695
internal_count=3910 3765 3265 2957 2424 1932 1753 1146
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=8
num_cat=0
split_feature=14 15 13 13 0 1 2
split_gain=1.79827e-05 3.53032e-05 3.41359e-05 5.34022e-05 4.40855e-05 7.808e-05 5.42393e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.09547499999999999 -0.032264999999999995 -0.017269999999999997 0.092550000000000007 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.012871005572923078 0.014664216103568821 0.010734295513808395 -0.020033474538805426 0.019704869834582021 0.016577987757301554 -0.02026790657156425 -0.0094445327914758626
leaf_weight=0.0010031179182399897 0.0016357659461762293 0.001886091899383038 0.0016758823433990844 0.0014333563234960455 0.0012845181818356786 0.0018312182165747966 0.0011508914647304204
leaf_count=196 505 299 1471 415 277 281 466
internal_value=0 0.00112075 -0.00127118 -0.00434112 0.000272673 -0.00447076 0.00672322
internal_weight=0 0.0108977 0.00926196 0.00737587 0.00569998 0.00441547 0.00258425
internal_count=3910 3714 3209 2910 1439 1162 881
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 12 160 12 160 47
split_gain=0.000108825 5.7179e-05 8.31272e-05 8.11903e-05 9.05608e-05 8.67015e-05 7.15225e-05 9.81234e-05 0.000164453 0.000140273
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 0.060615000000000009 -0.023959999999999995 -0.080184999999999992 0.091555000000000011 0.086110000000000006 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00063442967713632969 -0.00045003112931710557 -0.00041866059609490798 0.00046700695981392529 -0.00063300808802836791 0.0001299417279614883 -0.00021156843248030914 0.0010942756365866606 -0.00010640009514138576 -0.00015547092856554637 0.00019950731155449536
leaf_weight=0.0010306138255215267 0.0010004539286729616 0.0010254858988093972 0.0016928669816233801 0.001428715425291585 0.001028912237014607 0.0015355934220848142 0.0015514700406726806 0.0018711597420038376 0.0012368886022605247 0.0011905046899786664
leaf_count=612 283 472 523 532 398 295 284 348 82 81
internal_value=0 2.64931e-05 6.29065e-05 -1.79812e-07 -0.000313591 9.16687e-05 0.000165047 0.000263906 0.000438052 0.000705787
internal_weight=0 0.0135621 0.0125366 0.0108437 0.00245763 0.00838607 0.00738562 0.00585002 0.00397886 0.00274197
internal_count=3910 3298 2826 2303 930 1373 1090 795 447 365
is_linear=0
shrinkage=0.00196078


Tree=4619
num_leaves=11
num_cat=0
split_feature=484 159 160 133 43 3 2 16 2 4
split_gain=6.74896e-05 5.5315e-05 4.87701e-05 0.000103076 8.03461e-05 6.73468e-05 9.61415e-05 0.000113873 8.25104e-05 4.46993e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.0016850000000000001 -0.115685 0.10836000000000003 -0.114825 0.086650000000000019 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 9 -9
right_child=1 -3 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.00049523978183425854 -0.00038222458022861555 0.00039870436553178702 -0.00055962345027533956 -0.0004453538018673548 0.00051757712832394638 0.00080108263840011711 -0.00032856118226163737 -0.00049755135085708811 0.00037267058819943395 8.7945216449725533e-05
leaf_weight=0.0010324031874033709 0.0012621395715009609 0.0013666183991699462 0.0010330929335009816 0.0010588693046389985 0.001446834134025834 0.0010390359426709185 0.0016003774509976733 0.00100335186211332 0.0018073246765616426 0.0010019124030528482
leaf_count=627 529 400 400 208 244 140 319 563 442 38
internal_value=0 2.61937e-05 -1.90461e-05 2.68343e-05 9.44706e-05 1.29667e-05 8.81839e-05 0.000225653 6.88328e-05 -0.000205013
internal_weight=0 0.0126196 0.0112529 0.0099908 0.00895771 0.00751087 0.006452 0.00485162 0.00381259 0.00200526
internal_count=3910 3283 2883 2354 1954 1710 1502 1183 1043 601
is_linear=0
shrinkage=0.00196078


Tree=4620
num_leaves=12
num_cat=0
split_feature=48 48 457 51 52 12 47 12 13 151 3
split_gain=6.38981e-05 0.000122672 5.58537e-05 7.47844e-05 0.000106811 7.72858e-05 0.000124476 4.28818e-05 7.13988e-05 6.31084e-05 4.32589e-05
threshold=0.11930500000000001 0.096665000000000015 0.088055000000000008 -0.14636999999999997 -0.092084999999999986 0.10214500000000001 0.087850000000000025 0.086765000000000023 -0.014114999999999997 -0.024429999999999997 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 9 -9 -6 -11
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=0.00040718935842374388 -0.00046669729039640128 0.00068364990439746809 0.00039006847339962027 -0.00071303472891142317 0.00038581528940436795 -0.00049009557075244754 -0.00061734171808771753 -1.1870395780498794e-05 0.00064806624242273985 -0.00047485074303701421 2.958563606895977e-05
leaf_weight=0.0011176212407307201 0.0011076437000899038 0.0010002440917609148 0.0011004007503649495 0.0010695050245409432 0.0011195545837785694 0.0013389108081081477 0.0010114217172595011 0.0012461277988312582 0.0012754048799569688 0.001068803532421654 0.0016825755021528711
leaf_count=296 161 222 170 456 205 331 117 700 368 540 344
internal_value=0 2.38596e-05 -3.09977e-05 -7.33897e-05 -0.000128128 -5.65761e-05 2.18211e-05 0.00012295 0.000321929 -6.66527e-06 -0.000166368
internal_weight=0 0.0130306 0.0120303 0.0109299 0.0098123 0.0087428 0.00740389 0.00639247 0.00252153 0.00387093 0.00275138
internal_count=3910 3749 3527 3357 3061 2605 2274 2157 1068 1089 884
is_linear=0
shrinkage=0.00196078


Tree=4621
num_leaves=10
num_cat=0
split_feature=11 13 39 0 1 42 0 49 16
split_gain=1.91734e-05 2.29245e-05 7.02854e-05 8.22193e-05 5.09533e-05 4.4904e-05 5.68906e-05 5.3296e-05 4.67151e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.076710000000000014 0.088235000000000022 -0.10071499999999999 -0.010424999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0027010233839941519 -0.012423211828458298 -0.012945494544277148 0.022904990700806344 -0.027314295891998443 0.026909753324582217 0.017814647719783409 -0.021210135705129904 -0.0021692225503360126 0.026992705815508739
leaf_weight=0.0013677857105323648 0.0011409816114567707 0.0013436008690628607 0.0010559042916131346 0.0013183923534429232 0.0010104295754621761 0.0011724732928413521 0.0013770897191618314 0.0011042872367225121 0.001093049413823878
leaf_count=221 279 124 366 328 285 728 1363 142 74
internal_value=0 0.0012049 -0.0012323 -0.00467231 0.00987967 0.000228927 -0.00396357 0.00274372 0.0123372
internal_weight=0 0.010843 0.0084648 0.00740889 0.00237822 0.0060905 0.00491803 0.00354094 0.00219734
internal_count=3910 3631 3125 2759 506 2431 1703 340 216
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=12
num_cat=0
split_feature=484 52 12 157 3 160 43 12 3 2 12
split_gain=0.00011935 8.35541e-05 6.26438e-05 5.25137e-05 8.33185e-05 6.97595e-05 4.53838e-05 7.13541e-05 8.8191e-05 0.000124407 2.84637e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.10852500000000001 -0.073574999999999988 -0.074234999999999982 0.088485000000000008 -0.15109999999999998 0.091475000000000015 0.090325000000000003 0.087995000000000004 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 -5 -6 -3 8 9 10 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00064697747755979658 0.00064131610961234986 0.00033483891743065072 -0.00052900502281319776 0.00053138175897280392 -0.00041082349563655084 0.0002645265586097044 6.8666108875482546e-05 -0.0005013206630933235 -0.00037115303270356191 0.00053442502244437768 -0.00038692440418227491
leaf_weight=0.001058926262866816 0.0010226256672170027 0.0012090986876706821 0.0010296492094995077 0.0013300173886716172 0.0012098090843678695 0.0011441713656029596 0.0010682236984504833 0.0012477315371021364 0.0016080428812394387 0.0019117389178312932 0.0010410533734013907
leaf_count=612 238 158 192 372 300 83 131 519 216 386 703
internal_value=0 3.60481e-05 -7.34962e-05 0.000248207 0.000139086 -8.25641e-05 -1.54921e-05 -7.70884e-05 1.69465e-05 0.000172151 -0.000156195
internal_weight=0 0.0138222 0.00911554 0.00470662 0.003684 0.00235398 0.00808589 0.00687679 0.00562906 0.00402102 0.00210928
internal_count=3910 3298 2305 993 755 383 2113 1955 1436 1220 834
is_linear=0
shrinkage=0.00196078


Tree=4623
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 3 12 15 16 2 0
split_gain=0.000127933 8.30183e-05 8.04304e-05 6.05699e-05 9.65545e-05 6.17017e-05 9.19562e-05 7.80475e-05 0.000166374 0.00014548 0.000151673
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.087270000000000014 -0.11266 0.095295000000000019 0.085120000000000015 -0.19424999999999998 0.099015000000000006 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 10 -10
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00067732696326354685 0.00061157330203732204 -0.00049716480107557504 -0.00038154328802607963 0.00047819958376664609 -0.00048192428826852792 -0.00057127163652638232 -0.00046000390559972017 0.00058119269836735008 0.00037283004536648845 0.00088964209239407877 -0.00056059347487584694
leaf_weight=0.001029867463146472 0.0010181249643117793 0.0010246708216999764 0.0011937380746926919 0.001765432384176575 0.0010392338338314376 0.0012546518638713242 0.0010751604118584973 0.001337041129096923 0.0017928428481681672 0.0010111078735902867 0.001067968506647144
leaf_count=612 248 472 333 263 297 206 259 420 91 194 515
internal_value=0 3.94823e-05 8.32795e-05 3.6659e-05 8.49238e-05 0.000148238 7.09674e-05 0.000159289 4.92545e-05 0.000250329 2.4374e-05
internal_weight=0 0.01358 0.0125553 0.0115372 0.0103434 0.00930421 0.00753877 0.00646361 0.00512657 0.00387192 0.00286081
internal_count=3910 3298 2826 2578 2245 1948 1685 1426 1006 800 606
is_linear=0
shrinkage=0.00196078


Tree=4624
num_leaves=12
num_cat=0
split_feature=484 41 157 133 4 160 133 47 42 52 2
split_gain=0.000120555 5.92767e-05 8.23417e-05 6.87897e-05 9.34259e-05 6.11733e-05 8.44804e-05 8.94627e-05 0.000132647 0.000146553 4.0681e-05
threshold=-0.0043499999999999988 0.075585000000000013 -0.073574999999999988 0.10599500000000002 -0.41745999999999994 -1.0000000180025095e-35 -0.0023199999999999996 0.09550500000000002 0.081685000000000021 -0.068164999999999989 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 9 -8 -11
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.00064924090395785967 0.00055107189646097336 -0.00041198853291435746 0.00063443831048537924 -0.00046472205565155464 -0.00043381306976627361 -0.00036933418361815955 0.00030717769049462556 0.00055733641902916485 0.00050873270256971477 -0.00073000360685494326 -0.00020008266716513089
leaf_weight=0.0010462568358023299 0.0012719381858473577 0.0010267884113916688 0.0010252811470448158 0.0010051405135302277 0.0010547864245574459 0.0014155942056782393 0.0014931547035905452 0.0016347340842696569 0.0015818321373475205 0.0012083296923109277 0.0010332169237965894
leaf_count=612 387 193 147 447 447 749 212 122 281 162 151
internal_value=0 4.12005e-05 7.77715e-05 2.52038e-05 7.23415e-05 1.11731e-05 6.72712e-05 0.000156184 3.28371e-05 -0.000168728 -0.000485742
internal_weight=0 0.0137508 0.012724 0.0114521 0.0104469 0.00942165 0.00836686 0.00695127 0.00531653 0.0037347 0.00224155
internal_count=3910 3298 3105 2718 2271 2124 1677 928 806 525 313
is_linear=0
shrinkage=0.00196078


Tree=4625
num_leaves=13
num_cat=0
split_feature=484 133 40 42 484 2 16 160 2 4 2 3
split_gain=0.000116554 6.78388e-05 7.23036e-05 8.26033e-05 9.9472e-05 7.03159e-05 9.24564e-05 8.61822e-05 0.000106086 7.29186e-05 6.7884e-05 5.52216e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087270000000000014 0.10796500000000002 -0.16268499999999997 0.087825000000000014 0.081615000000000007 0.05309500000000001 0.087005000000000013 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 9 -5 -10 -12
right_child=1 -3 3 4 -6 6 -8 -9 10 -11 11 -13
leaf_value=-0.00065164053831107376 0.0005751523415774227 -0.00044832430680538291 -0.0004515890012121085 -0.00035712614819881854 -0.00049132912506553961 -0.00054704818340084612 0.00023179667943798424 -0.0001998853720313668 0.0010073513484093006 0.00035092256629961352 0.00011802691743192073 0.00073533149642800643
leaf_weight=0.0010119662530697826 0.0010322270762554283 0.0010177652886414488 0.0012080104995226939 0.0010068836002684865 0.0010164664680814796 0.0011140964281051856 0.0012362353293418325 0.0012932923847112209 0.0010215878662279783 0.001257723490108434 0.0012293480774155834 0.001018932372798485
leaf_count=612 261 472 332 345 296 139 298 135 310 135 414 161
internal_value=0 3.83765e-05 7.8212e-05 3.32261e-05 9.06745e-05 0.000155131 -0.000137389 0.000255825 0.000362316 3.61118e-05 0.000588234 0.000397793
internal_weight=0 0.0134526 0.0124348 0.0114026 0.0101946 0.0091781 0.00235033 0.00682777 0.00553448 0.00226461 0.00326987 0.00224828
internal_count=3910 3298 2826 2565 2233 1937 437 1500 1365 480 885 575
is_linear=0
shrinkage=0.00196078


Tree=4626
num_leaves=10
num_cat=0
split_feature=11 48 0 2 2 2 2 1 16
split_gain=1.88158e-05 3.46731e-05 4.7315e-05 4.37939e-05 4.04188e-05 4.55991e-05 5.67603e-05 3.0939e-05 3.38417e-05
threshold=0.079700000000000007 0.091555000000000011 -0.15007499999999999 0.11260500000000001 0.10113500000000002 0.092175000000000021 0.087005000000000013 0.092550000000000007 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0037060908354667522 -0.013176978039078305 -0.0025125629679819484 0.027673381357080223 0.014263657032490313 -0.021564620313238511 0.017045000126327547 -0.025511014601823024 -0.0090410127076314874 0.021188783070062549
leaf_weight=0.0011434406810083831 0.00101004558714943 0.0010284658978618987 0.0010487952401301978 0.0014591439621284329 0.0011913667936443353 0.0010978310025646278 0.0011047779532448437 0.0019924150332315321 0.0010451688011247622
leaf_count=533 254 75 365 448 264 374 614 527 456
internal_value=0 0.00107855 0.0127281 -0.00160009 -0.00465586 -0.00150021 -0.00535194 -2.51827e-05 0.00818244
internal_weight=0 0.0111114 0.00207726 0.00903414 0.007575 0.00638363 0.0052858 0.00418102 0.00218861
internal_count=3910 3656 440 3216 2768 2504 2130 1516 989
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=12
num_cat=0
split_feature=48 48 51 457 1 0 4 4 4 4 16
split_gain=9.86812e-05 0.000126428 5.60723e-05 0.000101518 0.000143277 0.00011923 0.000194216 6.34586e-05 9.97904e-05 6.24382e-05 8.92169e-05
threshold=0.12738500000000003 0.096835000000000018 0.08955500000000001 0.088020000000000001 0.11198000000000001 -0.10209999999999998 1.0000000180025095e-35 0.05309500000000001 -0.076329999999999995 -0.49837999999999999 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -7 -11
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=8.2112320265363562e-05 -0.00060364816199817847 0.00061721835233977064 -0.00042684470269673761 0.00060713080309658337 0.00043516907013383717 -0.00034938298550961404 -0.00097373785761130252 0.00043253865802142641 -0.00059013414678441511 -6.361131391455563e-05 0.0006602166668681701
leaf_weight=0.001231210234562575 0.0010098431671372457 0.0012852561078312225 0.0012243191255448095 0.0010139710147010371 0.0019735363531420977 0.0010223614904733037 0.001468873854549857 0.0010864232716243927 0.0011737652289278877 0.0016825544813999765 0.001071691088675194
leaf_count=167 127 252 364 159 397 129 214 207 964 780 150
internal_value=0 3.06653e-05 -2.75545e-05 1.41414e-05 -4.19978e-05 -0.000149783 -0.000492281 3.40648e-06 -9.07721e-05 6.4429e-05 0.000218034
internal_weight=0 0.014234 0.0129487 0.0117244 0.0107104 0.00873688 0.00270008 0.0060368 0.00495037 0.00377661 0.00275425
internal_count=3910 3783 3531 3167 3008 2611 381 2230 2023 1059 930
is_linear=0
shrinkage=0.00196078


Tree=4628
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 47 2 16 4 4 0
split_gain=0.000142491 6.80847e-05 7.50389e-05 7.37658e-05 8.67171e-05 0.000101901 8.86055e-05 9.03839e-05 7.89601e-05 9.01137e-05 6.92506e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087270000000000014 0.086425000000000016 0.095195000000000016 -0.015314999999999997 0.0057500000000000008 -0.082509999999999986 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 9 -5 -7
right_child=1 -3 3 4 -6 10 7 -9 -10 -11 -12
leaf_value=-0.00070979312142258988 0.00059636123017903176 -0.00043833563765958706 -0.00042222994883275747 0.00076356336391740086 -0.00043884389293251581 -0.00058760343957105622 -0.00028835591117807951 0.00039906525705521494 0.00093476718195338495 5.3183866849870627e-05 0.00011457614035411691
leaf_weight=0.0010382238994200337 0.0010108961645952539 0.0010382809852783849 0.0011938239926481886 0.0010528220817568362 0.0010577614788114002 0.0010251385140659999 0.0016783130659400564 0.001308854448230102 0.0010045454469873776 0.0019734028752117785 0.0011410278984869985
leaf_count=612 261 472 332 240 296 77 313 314 165 637 191
internal_value=0 4.4055e-05 8.42955e-05 3.90297e-05 9.27956e-05 0.000154026 0.000268773 1.28439e-05 0.00045844 0.000300325 -0.00021773
internal_weight=0 0.0134849 0.0124466 0.0114357 0.0102419 0.0091841 0.00701794 0.00298717 0.00403077 0.00302622 0.00216617
internal_count=3910 3298 2826 2565 2233 1937 1669 627 1042 877 268
is_linear=0
shrinkage=0.00196078


Tree=4629
num_leaves=11
num_cat=0
split_feature=484 3 2 2 1 4 151 0 16 4
split_gain=8.15463e-05 4.83718e-05 4.27096e-05 4.9782e-05 8.0954e-05 0.000115324 5.96965e-05 0.000147245 6.5218e-05 3.65413e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12547000000000003 0.086545000000000025 0.095575000000000007 -0.077679999999999985 -0.044604999999999992 -0.17106499999999999 -0.008734999999999998 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -8 -9 -6
right_child=1 2 -4 6 9 -7 7 8 -10 -11
leaf_value=-0.00053740483377134483 0.00042546876360700681 4.9776258913515769e-05 -0.00037145955240336533 -0.00023124137668037597 0.00039372812804717256 -0.00085178034160253023 0.00081984556702566496 -0.00022634451725858732 0.00029677031156403165 -0.00011639532266420257
leaf_weight=0.0010622664507204524 0.0010778695365732177 0.0010996581248713454 0.0011271040169417634 0.0013003840617060282 0.00107714008049794 0.001082464291867194 0.0012583413631012366 0.0017827197592873269 0.0018853091605087933 0.0010823743260344281
leaf_count=627 225 543 317 269 228 348 84 726 377 166
internal_value=0 2.80033e-05 -8.62755e-06 3.0068e-05 -0.000131095 -0.00039745 0.00014244 0.000241078 4.25283e-05 0.000138048
internal_weight=0 0.0127734 0.0116955 0.0105684 0.00434164 0.00218212 0.00622675 0.00492637 0.00366803 0.00215951
internal_count=3910 3283 3058 2741 1285 891 1456 1187 1103 394
is_linear=0
shrinkage=0.00196078


Tree=4630
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 3 3 15 52 47
split_gain=0.000130677 7.18113e-05 8.53554e-05 6.38387e-05 0.00013002 0.000103839 0.000108436 9.40268e-05 0.000143501 6.15636e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 0.060615000000000009 -0.10315499999999998 -0.053439999999999994 -0.017214999999999998 -0.074484999999999982 0.07813500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -8 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11
leaf_value=-0.00069498765885360274 0.00050473863012513959 -0.00046535687073287295 0.00048339828653009371 -0.00065436732312203834 0.00026261385088935087 -0.00056190204852219405 -0.00062149545019996998 0.00057938213952668538 0.00051701427211044073 -6.1666950079713865e-05
leaf_weight=0.0010104753545099468 0.0018419670517829225 0.0010147196390839072 0.0017140198127638109 0.0014067261794423259 0.0010296318284916232 0.0011746133005322819 0.0011794501023158904 0.001199371948214384 0.00125362897459426 0.0016204428271710258
leaf_count=612 284 472 523 532 398 433 155 138 249 114
internal_value=0 3.61761e-05 7.7152e-05 1.21114e-05 -0.000266841 9.42965e-05 -2.33262e-05 9.71061e-05 -4.55916e-05 0.000190746
internal_weight=0 0.0134346 0.0124199 0.0107058 0.00243636 0.00826947 0.00642751 0.00525289 0.00405352 0.00287407
internal_count=3910 3298 2826 2303 930 1373 1089 656 518 363
is_linear=0
shrinkage=0.00196078


Tree=4631
num_leaves=10
num_cat=0
split_feature=150 1 1 15 15 1 0 133 4
split_gain=1.98138e-05 3.23653e-05 5.53353e-05 4.90496e-05 5.76294e-05 4.39718e-05 4.39194e-05 5.91998e-05 4.24574e-05
threshold=0.10871000000000001 0.10498500000000001 0.092550000000000007 -0.038029999999999987 -0.14868999999999996 0.087545000000000026 -0.083674999999999986 1.0000000180025095e-35 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 8 -8 -1
right_child=-2 3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.029580698811725065 0.013131810707229734 0.014538825340127513 -0.026173170890312059 0.023549125367511303 -0.015452562381257097 0.016495000332898035 0.013738654242435873 -0.01441453625538755 -0.0019652272733330016
leaf_weight=0.0011410906718746145 0.0010306673845294724 0.0012077915650199533 0.0010716235066828604 0.0011398595465888527 0.0013645373965521083 0.001108005839812006 0.0018387828083385486 0.0012578293614952034 0.0010871546029650606
leaf_count=855 209 317 401 192 255 307 505 549 320
internal_value=0 -0.00135634 -0.00513434 0.00628119 -0.00137064 -0.00162958 -0.00540097 0.00230296 -0.0161072
internal_weight=0 0.0112167 0.00750449 0.00371219 0.00257233 0.00643286 0.00532486 0.00309661 0.00222825
internal_count=3910 3701 2937 764 572 2536 2229 1054 1175
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=9
num_cat=0
split_feature=150 151 151 43 43 12 52 13
split_gain=1.84903e-05 6.21184e-05 6.05746e-05 3.64068e-05 0.000100939 5.42388e-05 7.4015e-05 7.87566e-05
threshold=0.082085000000000019 -0.051109999999999996 -0.03268999999999999 -0.074254999999999988 -0.093039999999999984 0.089995000000000006 -0.010284999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -5 -8
right_child=1 -3 3 5 -6 -7 7 -9
leaf_value=-0.025223319352705588 0.025732300946404798 -0.0072760603546225856 -0.0058302659763599055 -0.020652051037547445 0.030607930332795148 -0.019319343546006101 -0.0097791697260638452 0.023042335421362387
leaf_weight=0.001008620329789124 0.0010592482717473339 0.0012346816483369363 0.0018284665330810565 0.0010620897826065191 0.0013012538230700182 0.0016619205624977167 0.0012133773472448933 0.0018393271908299135
leaf_count=317 321 192 479 281 599 859 692 170
internal_value=0 0.00796593 -0.00199671 0.000633617 0.00931976 -0.00407238 0.0020857 0.00999657
internal_weight=0 0.00229393 0.00991506 0.00890644 0.00312972 0.00577671 0.00411479 0.0030527
internal_count=3910 513 3397 3080 1078 2002 1143 862
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 43 42 16 0 4
split_gain=7.22229e-05 5.24578e-05 5.25507e-05 0.000109168 7.92311e-05 9.1542e-05 8.58119e-05 8.54322e-05 6.58957e-05 2.36974e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 0.0016850000000000001 0.088115000000000013 -0.19424999999999998 -0.10131499999999999 -0.081774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -10
right_child=1 -3 3 4 -6 -7 -8 8 9 -11
leaf_value=-0.0004989779626412503 -0.00038480995519393909 0.00039603470487565494 -0.000560908544243922 -0.00051981444602262471 -0.000392755443785399 0.00068597414822822093 0.00044825928133479574 0.0003560156107060478 6.200344949168844e-05 -0.00036150915429599827
leaf_weight=0.0010588764754987578 0.0012752276852087763 0.0013727705369696213 0.0010513888430407044 0.0011293374872578133 0.0010786762512680062 0.0011474927018502142 0.0018575582067314536 0.0018878864540459229 0.0010016575627657884 0.0010305898613701668
leaf_count=627 529 400 400 180 204 206 413 140 427 384
internal_value=0 3.38188e-05 -9.57097e-06 3.74133e-05 0.00010629 0.000173124 8.79216e-05 -4.46364e-05 9.22559e-05 -0.000152768
internal_weight=0 0.0128326 0.0114598 0.0101846 0.0091332 0.00805452 0.00690703 0.00504947 0.00392013 0.00203225
internal_count=3910 3283 2883 2354 1954 1750 1544 1131 951 811
is_linear=0
shrinkage=0.00196078


Tree=4634
num_leaves=13
num_cat=0
split_feature=484 48 4 0 0 2 133 13 4 47 2 15
split_gain=0.000106153 6.64699e-05 9.29773e-05 0.000102034 7.15896e-05 0.000140968 0.000104497 0.000109364 6.20839e-05 0.000118126 6.73112e-05 4.9019e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.23029999999999998 0.14676000000000003 0.10393500000000001 -0.090054999999999982 -0.07409499999999998 -0.082054999999999975 0.09550500000000002 0.083185000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 11 -9 10 -10 -8
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 -12 -13
leaf_value=-0.00061535091952579315 0.0006116783003281772 -0.00044580787275969947 0.00057719359862173361 -0.00058294855138798683 0.00036303580430100199 -0.00066005829212524927 0.00015878772886615227 0.00029720443559168373 -0.00085335869595635908 0.0002937805184094684 -0.00016054326541694572 0.000753702380709291
leaf_weight=0.0010512352607209381 0.0010051045423260579 0.0010401548788393214 0.0012518563878512199 0.0010210760470022633 0.0014474641869542193 0.0014808195001675172 0.0010626921265730212 0.0012095997040164654 0.0010290648007872649 0.0011219479340583427 0.0011324950996322556 0.0010672933192446541
leaf_count=612 53 137 368 385 66 485 381 430 221 86 352 334
internal_value=0 3.09142e-05 6.95649e-05 1.46761e-05 -4.20799e-05 -0.000106342 9.2334e-07 9.09383e-05 -8.25422e-05 -0.000222436 -0.000490375 0.000456888
internal_weight=0 0.0138696 0.0128294 0.0115776 0.0105725 0.00912499 0.00764417 0.00662309 0.00449311 0.00328351 0.00216156 0.00212999
internal_count=3910 3298 3161 2793 2740 2674 2189 1804 1089 659 573 715
is_linear=0
shrinkage=0.00196078


Tree=4635
num_leaves=13
num_cat=0
split_feature=484 42 457 133 160 133 160 2 4 52 52 52
split_gain=0.000183032 0.000115198 0.000118889 0.000104159 0.000156717 0.000127654 0.000102775 0.000106833 0.000118911 0.000180737 0.000143668 0.000123861
threshold=-0.0043499999999999988 -0.11145999999999999 -0.0034949999999999994 -0.091614999999999988 -0.083654999999999993 0.10681500000000001 0.094340000000000021 0.1178 0.074650000000000008 0.071660000000000015 -0.048794999999999991 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 10 11 -6
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00077926757786543632 -0.00058638020497283965 -0.00055035038443654609 -0.00038900395518315747 -0.00050090293434079073 -0.00011092788324925579 -0.00038424660850621306 -0.00019846625741914105 -0.00013293876047046888 0.00092088760775374675 0.00083788114669237305 -0.00049813297417645606 0.00083260784078672439
leaf_weight=0.0011036870699667528 0.0010232730738147554 0.0010153371422371568 0.0012580021480783415 0.0010939029771784093 0.0010438077033572508 0.0010074447589684095 0.0011527220119433206 0.0011329400779003553 0.0019998242249902277 0.0018990855099681936 0.0011043464224496039 0.0010971461497779793
leaf_count=612 204 194 453 456 312 398 120 261 194 320 239 147
internal_value=0 4.84086e-05 9.54628e-05 0.000146734 0.00020518 0.000279183 0.000350061 0.000426452 0.000515161 0.000357439 7.6293e-05 0.000372593
internal_weight=0 0.0148278 0.0138046 0.0127892 0.0115312 0.0104373 0.00942987 0.00827715 0.00714421 0.00514439 0.0032453 0.00214095
internal_count=3910 3298 3094 2900 2447 1991 1593 1473 1212 1018 698 459
is_linear=0
shrinkage=0.00196078


Tree=4636
num_leaves=11
num_cat=0
split_feature=159 2 12 12 15 151 0 3 43 2
split_gain=1.964e-05 4.26205e-05 5.93128e-05 5.74385e-05 4.81145e-05 3.6513e-05 8.11874e-05 6.87779e-05 5.27626e-05 2.67061e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 0.095920000000000019 0.084100000000000022 -0.024209999999999999 -0.044604999999999992 -0.21145499999999998 -0.09113499999999998 0.013605000000000001 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 -8 9 -9
right_child=1 5 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.012529231113194081 -0.019641538663842922 -0.0085329111960096345 0.014062624974182432 -0.033327057764484511 0.010831188402039888 0.034311107077605242 0.022227159932168044 -0.0019817778519178758 0.014040527821117494 -0.024341039752893721
leaf_weight=0.0011576286923006473 0.0010286296769570985 0.0014072633028640331 0.0010117792887618347 0.0010149257862014037 0.0010440758440766842 0.0010669100875761988 0.0013897873772477417 0.0010434602523720828 0.0010391359286430072 0.0010945185933066565
leaf_count=633 228 409 202 720 179 72 338 502 294 333
internal_value=0 0.00115603 -0.00695015 -0.0138358 -0.00429163 0.00587556 0.00947463 0.00367238 -0.00444416 -0.0134284
internal_weight=0 0.0111405 0.00409941 0.00308763 0.00207271 0.00704108 0.00563381 0.0045669 0.00317711 0.00213798
internal_count=3910 3277 1329 1127 407 1948 1539 1467 1129 835
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=9
num_cat=0
split_feature=474 160 133 13 12 15 4 47
split_gain=1.89484e-05 6.59817e-05 9.23608e-05 3.54274e-05 8.05352e-05 5.75362e-05 4.87437e-05 7.14106e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -0.073799999999999991 0.092365000000000017 0.024640000000000006 0.0057500000000000008 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8
right_child=-2 2 3 5 -6 -7 7 -9
leaf_value=-0.019522338812715617 0.013056030549037388 -0.021443056370314156 0.028327389776469855 -0.0058657151128436412 -0.0059264532448059619 -0.01788100263538454 0.034576722443657594 -0.00060545762531297783
leaf_weight=0.0016877056512532426 0.0010022530761881832 0.0014372131528107264 0.0017586729665958981 0.0017112829589352925 0.0011257450138199617 0.0012181611438370245 0.0011167581004726894 0.001193476694616058
leaf_count=927 424 843 455 374 126 472 211 78
internal_value=0 -0.00129326 0.00192443 0.00605831 0.0149586 0.00115873 0.00692608 0.0164015
internal_weight=0 0.011249 0.00956131 0.0081241 0.00288442 0.00523968 0.00402152 0.00231023
internal_count=3910 3486 2559 1716 581 1135 663 289
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 2 16 1 1
split_gain=0.000123113 7.94348e-05 0.000123033 7.82265e-05 9.01542e-05 7.18987e-05 4.26139e-05 6.5903e-05 6.08524e-05 5.63525e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.086545000000000025 -0.089864999999999987 0.077800000000000022 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 8 9 -10 -11
leaf_value=-0.0006731737582835578 -0.00046771575275480944 -0.00049667999083107808 0.0006676676301172657 -0.0004367544875500803 0.00048454429127266452 -0.00037977834739825507 3.2294414237419031e-05 0.00034604759570476193 0.00063805148756303036 -0.00023556393093903248
leaf_weight=0.0010447103870627481 0.0011990633712864679 0.0010323942160197714 0.0011940567522825589 0.0012199128826673308 0.0016269820744937167 0.0017002993564006735 0.0016889164538647096 0.0016010431232517087 0.00102425978109205 0.0010675414821227792
leaf_count=612 261 137 368 263 117 499 715 598 100 240
internal_value=0 2.57655e-05 6.95381e-05 5.35771e-06 6.24881e-05 -2.02245e-05 7.23807e-05 -5.92104e-05 0.000260976 0.00011338
internal_weight=0 0.0133545 0.0123221 0.011128 0.00992896 0.00830197 0.00660167 0.0038885 0.00271318 0.00266858
internal_count=3910 3298 3161 2793 2532 2415 1916 1101 815 838
is_linear=0
shrinkage=0.00196078


Tree=4639
num_leaves=10
num_cat=0
split_feature=51 160 475 133 13 151 1 3 2
split_gain=1.76755e-05 5.13565e-05 3.63955e-05 5.10084e-05 3.39289e-05 4.03585e-05 7.59568e-05 8.607e-05 2.10946e-05
threshold=0.11255500000000002 -0.085744999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.0088999999999999982 0.10373000000000002 -0.080664999999999987 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9
right_child=-2 2 3 4 -6 6 -8 8 -10
leaf_value=0.021362377586499708 -0.012619616003618331 -0.018929464495549345 -0.016438222469182237 -0.0075230240631689402 -0.012307075341316911 0.025101529428347272 0.032967929331285784 -0.017070881712989091 0.0014260515043248451
leaf_weight=0.0011181916875117178 0.0010366528495636415 0.0010412802751431404 0.0014410493653916785 0.0015111051843222142 0.0010834458444946033 0.0012967415461703369 0.0012079086423901447 0.001092367839244982 0.0014154759593256335
leaf_count=586 280 465 860 335 143 497 313 185 246
internal_value=0 0.0010287 -0.00122485 0.000812644 0.00408058 0.00680226 0.0111209 0.0041847 -0.00663085
internal_weight=0 0.0112076 0.0100894 0.00904809 0.00760705 0.0065236 0.00501249 0.00380459 0.00250784
internal_count=3910 3630 3044 2579 1719 1576 1241 928 431
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=12
num_cat=0
split_feature=484 3 2 151 2 12 49 3 2 16 13
split_gain=7.94833e-05 3.77448e-05 4.1741e-05 4.16613e-05 9.95791e-05 7.35568e-05 5.65066e-05 5.50455e-05 7.20375e-05 7.93129e-05 4.49892e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12547000000000003 -0.0088999999999999982 0.091525000000000009 0.095295000000000019 -0.04682999999999999 -0.089974999999999986 0.085355000000000014 -0.078399999999999984 -0.0016149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 7 10 -3 -5 9 -9 -6
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00052591626403817172 0.00038649566278038233 0.00010925502780198056 -0.00035595981479285963 -0.00045469334352841697 0.00083351017761425835 -6.6901855442325878e-05 -0.00054369038981258639 0.00060616436717958499 -0.00041708234712179939 -5.776094148831445e-05 0.00028778916200150655
leaf_weight=0.0010585649761164018 0.0010657198191616315 0.0010353262873904322 0.0011367231210016289 0.0011309385785831863 0.0011424136956074285 0.0010615886235876577 0.0010034588861314265 0.0011035748712380389 0.0010075702616870854 0.0018538765608725348 0.0011814413875235489
leaf_count=627 225 201 317 311 297 302 235 419 419 415 142
internal_value=0 3.32797e-05 9.87329e-07 3.9556e-05 0.000100053 0.00036072 -0.000212115 -7.31175e-05 3.57189e-05 0.000189983 0.000556067
internal_weight=0 0.0127226 0.0116569 0.0105202 0.0084814 0.00338544 0.00203879 0.00509596 0.00396502 0.00295745 0.00232386
internal_count=3910 3283 3058 2741 2305 741 436 1564 1253 834 439
is_linear=0
shrinkage=0.00196078


Tree=4641
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 1 3 4 0
split_gain=9.98195e-05 6.86644e-05 0.000118228 7.10019e-05 0.000120434 9.23769e-05 7.02596e-05 8.13914e-05 8.05746e-05 9.46061e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.076710000000000014 -0.084129999999999996 -0.077679999999999985 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -10
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11
leaf_value=-0.00058757430716762087 -0.00043417893333651394 -0.00045202229971603314 0.00063809609928181855 -0.00051906192216014547 0.00053079432955332822 -0.00043766592490601083 0.0007018819155999328 0.00017522058755813292 0.00039443558951102696 -0.00026982239251865215
leaf_weight=0.0010889630770506984 0.0012552593952627226 0.0010557977851807449 0.001262172175915976 0.0013603231486380199 0.0017365918805115612 0.001748127258961482 0.00101966333067194 0.0012417980445725376 0.0016943241422295863 0.0016054214922422696
leaf_count=612 261 137 368 618 117 499 277 542 95 384
internal_value=0 2.87647e-05 6.80426e-05 6.34336e-06 5.94816e-05 -3.49256e-05 6.6792e-05 -0.000187733 0.000220124 7.12549e-05
internal_weight=0 0.0139795 0.0129237 0.0116615 0.0104062 0.00866966 0.00692153 0.00260212 0.00431941 0.00329975
internal_count=3910 3298 3161 2793 2532 2415 1916 1160 756 479
is_linear=0
shrinkage=0.00196078


Tree=4642
num_leaves=10
num_cat=0
split_feature=133 40 42 160 484 0 4 15 15
split_gain=1.88748e-05 3.68452e-05 4.39445e-05 3.73466e-05 4.40323e-05 4.37439e-05 6.83784e-05 6.90376e-05 3.78376e-05
threshold=-0.088019999999999987 -0.078179999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083810000000000009 -0.14733499999999997 0.074650000000000008 -0.059484999999999989 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 7 -7 -5
right_child=1 2 3 5 -6 6 -8 -9 -10
leaf_value=0.010884355856282345 0.016726001291865834 -0.020349069898644892 -0.026355465367398967 -0.02216780414967582 0.0025838754840741868 0.019103110167485362 0.030932118853217588 -0.010570416507475667 0.0042321075757159486
leaf_weight=0.0013805188772693907 0.0010040323114697937 0.0013220523447906992 0.0010849583566446587 0.0010529618577885536 0.0010201096722570607 0.0013324575676875174 0.0010573719082139711 0.0019050309046769848 0.0011207489803640213
leaf_count=574 263 738 593 79 317 272 208 741 125
internal_value=0 -0.00152689 -0.00337886 -0.000762057 -0.0123315 0.003003 0.00885334 0.00164236 -0.00855621
internal_weight=0 0.0108997 0.00989569 0.00857364 0.00210507 0.00646857 0.00429486 0.00323749 0.00217371
internal_count=3910 3336 3073 2335 910 1425 1221 1013 204
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 1 1 3 15
split_gain=0.000119424 7.53392e-05 0.000110795 7.35867e-05 9.85134e-05 9.30932e-05 4.87065e-05 7.21183e-05 6.93197e-05 3.60427e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.076710000000000014 0.092550000000000007 -0.084129999999999996 -0.092059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 9 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00066362169206293873 -0.0004503875166702198 -0.00047698840338715687 0.00066511343292388365 -0.00044689775097728402 0.00052404089299284149 -0.00043101061201889065 0.00071892253291500421 -7.8038422758855945e-05 0.00022014347347723407 0.00022835723981783242
leaf_weight=0.0010021644154060766 0.0011383267143551474 0.0010034747550972537 0.0011351571477967093 0.0012477323584573958 0.0015825149742965472 0.0016212529491464187 0.0010559672066921422 0.0017229220798446344 0.0011519993830540099 0.0012663541076445017
leaf_count=612 261 137 368 618 117 499 57 297 542 402
internal_value=0 3.89984e-05 8.24282e-05 2.11104e-05 7.67361e-05 -1.10207e-05 9.46291e-05 0.000225916 -0.000126682 0.000451419
internal_weight=0 0.0129257 0.0119222 0.0107871 0.00964874 0.00806623 0.00644498 0.00404524 0.00239973 0.00232232
internal_count=3910 3298 3161 2793 2532 2415 1916 756 1160 459
is_linear=0
shrinkage=0.00196078


Tree=4644
num_leaves=9
num_cat=0
split_feature=474 160 133 12 0 2 1 0
split_gain=1.97885e-05 5.33752e-05 6.92784e-05 3.19165e-05 4.23348e-05 5.18446e-05 5.05721e-05 4.10665e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.10595000000000002 -0.15713499999999997 0.092340000000000019 0.095575000000000007 -0.067584999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=-0.017736828566898087 0.013249535699416854 -0.01865169794868261 -0.0049856759547699421 -0.0111098646399645 -0.0062376799378201855 0.038750763290649706 0.020923369252140306 0.011195400442233156
leaf_weight=0.0016863067910607146 0.001014519155936435 0.0014408483645588803 0.0019500268185255135 0.0010522868810446707 0.001873372483126164 0.0010137299235593801 0.0010811316027651975 0.0011594329861223246
leaf_count=927 424 843 180 201 533 314 234 254
internal_value=0 -0.00133235 0.001558 0.00513969 0.00755562 0.012325 0.00370127 0.0240493
internal_weight=0 0.0112571 0.00957083 0.00812998 0.00707769 0.00512767 0.0029545 0.00217316
internal_count=3910 3486 2559 1716 1515 1335 767 568
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=10
num_cat=0
split_feature=403 0 4 1 2 1 16 51 1
split_gain=2.29198e-05 4.72571e-05 6.81635e-05 5.84357e-05 4.74593e-05 6.75442e-05 4.39418e-05 7.04772e-05 2.22761e-05
threshold=0.03138500000000001 0.14676000000000003 -0.065054999999999988 0.077800000000000022 0.089785000000000018 0.11052000000000002 -0.09601999999999998 -0.0084849999999999978 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 6 -6 -5 -8 -1
right_child=-2 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.0096286073202513801 0.011207578419364124 0.018617023666098631 -0.01675394498985408 0.012997770814012941 0.029627499294367917 -0.00088259913925203782 0.0057833099508473873 -0.031024818508321908 -0.030549057354673132
leaf_weight=0.0010081578319066824 0.0015605333784273505 0.0010278476877775807 0.0015738022136334113 0.0010531169658436158 0.001425163943995184 0.0014782286154442807 0.0010726497472371469 0.0010099926483347816 0.0010279407274672364
leaf_count=707 470 70 981 185 191 337 178 259 532
internal_value=0 -0.00176695 -0.00393832 0.000408352 0.00488084 0.0140936 -0.00364926 -0.0120671 -0.0201905
internal_weight=0 0.0106769 0.00964905 0.00761295 0.00603915 0.00290339 0.00313576 0.00208264 0.0020361
internal_count=3910 3440 3370 2131 1150 528 622 437 1239
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 42 2 0 16
split_gain=0.000122372 6.55651e-05 0.000125736 9.29436e-05 0.000100667 0.00010726 6.60816e-05 0.000117386 0.00010653 4.68846e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 -0.088669999999999985 0.088485000000000022 -0.083934999999999996 -0.088504999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00065643113047433995 -0.00049592536325605342 -0.00042417121361718648 0.00067703069318402951 0.00050206439587732092 0.00050880290836798189 -0.00044255438322852346 -0.00025055382546649451 0.00043532916203733383 -0.0006706634785600727 0.00027496141452544966
leaf_weight=0.0010486520402819251 0.0012258714808353202 0.0010857151602249862 0.0012175024812590635 0.0012773629208160343 0.001715551474364683 0.0017631288947181191 0.0011952774527031812 0.0017033543822019652 0.0011891678793824073 0.0014379165956933692
leaf_count=612 261 137 368 300 117 499 272 465 508 371
internal_value=0 3.83475e-05 7.78098e-05 1.44125e-05 7.52589e-05 -1.15668e-05 0.000100131 7.21691e-06 -0.000183562 3.64159e-05
internal_weight=0 0.0138108 0.0127251 0.0115076 0.0102818 0.00856621 0.00680308 0.00552572 0.00382236 0.00263319
internal_count=3910 3298 3161 2793 2532 2415 1916 1616 1151 643
is_linear=0
shrinkage=0.00196078


Tree=4647
num_leaves=12
num_cat=0
split_feature=48 158 16 15 48 15 2 4 3 49 0
split_gain=6.58791e-05 7.24331e-05 7.05993e-05 0.000114316 8.88747e-05 7.08399e-05 6.34781e-05 0.000150234 0.000108991 6.55181e-05 9.89869e-06
threshold=0.11930500000000001 1.0000000180025095e-35 -0.49150499999999991 -0.14097499999999996 0.090910000000000005 0.088615000000000013 0.106285 -0.08422499999999998 -0.083144999999999983 -0.006494999999999999 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9 -10 -11
right_child=-2 -3 3 4 -6 -7 -8 8 9 10 -12
leaf_value=0.0004946808815658707 -0.00047691608915593277 -0.00048116587907148372 -0.0005581257468848113 -0.00051000959352429283 0.00062337009065038037 -0.00043700084401207491 0.00054332485354831078 0.00066584774736849078 -0.00040366842558395467 0.00032237454758733772 5.4656940454963783e-05
leaf_weight=0.0013168193265766159 0.0010974965975113363 0.0010067331972816321 0.0011939244021187912 0.0015594894426165231 0.0010510447795173449 0.0011347653349269614 0.0010197419360992331 0.0013359269390506132 0.0010456481451097781 0.0011216084073360593 0.0010083596572568515
leaf_count=176 161 477 347 467 203 705 258 422 142 231 321
internal_value=0 2.36636e-05 6.67801e-05 1.29653e-05 8.64665e-05 1.78619e-05 9.06554e-05 1.46212e-05 0.000195969 -1.70149e-06 0.000195633
internal_weight=0 0.0127941 0.0117873 0.0104705 0.00927658 0.00822554 0.00709077 0.00607103 0.00451154 0.00317562 0.00212997
internal_count=3910 3749 3272 3096 2749 2546 1841 1583 1116 694 552
is_linear=0
shrinkage=0.00196078


Tree=4648
num_leaves=10
num_cat=0
split_feature=52 1 0 16 52 1 13 15 15
split_gain=2.05655e-05 4.3028e-05 6.05223e-05 6.30565e-05 5.43809e-05 3.31287e-05 4.02405e-05 3.32355e-05 1.15989e-05
threshold=-0.27466499999999994 0.076710000000000014 -0.087614999999999985 -0.083144999999999983 -0.081429999999999989 0.092550000000000007 -0.073799999999999991 -0.092059999999999989 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 8 -7 -8 -6
right_child=1 4 3 -5 5 6 7 -9 -10
leaf_value=-0.013391621154445711 -0.026532968024489203 0.026156951833943915 0.020500413835643161 -0.0105516359869402 0.020145563887263272 0.011483400320844349 -0.019660429177670274 0.0022340300469262143 0.0049663081117015924
leaf_weight=0.0010664432483617056 0.0011512683973848021 0.0011055320715726768 0.0010232193108775604 0.0018121010359987461 0.0010070219147294565 0.001293355187322136 0.0015457733060477879 0.0012572116593492983 0.0010065848883751465
leaf_count=425 611 315 329 851 99 423 220 269 368
internal_value=0 0.00114111 -0.00719682 0.000654525 0.00574786 0.00205505 -0.0031076 -0.00984019 0.0125576
internal_weight=0 0.0112021 0.00398659 0.00283532 0.00721548 0.00610995 0.00409634 0.00280298 0.00201361
internal_count=3910 3485 1791 1180 1694 1379 912 489 467
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=12
num_cat=0
split_feature=484 48 4 42 47 16 0 42 0 48 4
split_gain=0.000117717 7.71865e-05 0.000103558 8.19813e-05 8.67809e-05 0.000114012 0.000119306 0.000137947 0.000171104 8.07434e-05 8.02072e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 0.092145000000000019 0.09550500000000002 -0.19424999999999998 -0.11991499999999998 0.085195000000000007 0.12441000000000001 0.084905000000000022 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 10 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00064697149619254396 -0.00045616745621593672 -0.00047057034403585467 0.00061611391443667498 -0.00036884314073867152 0.00059034612577895805 0.00090427932597225572 -0.00021834840806726023 0.00054270409598827568 0.00046517619333167682 0.0001564867195332395 -0.00090685550950087479
leaf_weight=0.0010563720055431569 0.0015832493778934614 0.0010849295316900107 0.0012259954294497047 0.0017917959318167484 0.0011620635885745334 0.0010297928898716823 0.0017136844355526279 0.0011716351275974438 0.001004883586357929 0.0012044260296566849 0.0010485364553645751
leaf_count=612 152 137 368 543 150 119 782 448 68 101 430
internal_value=0 3.17854e-05 7.39173e-05 1.71516e-05 8.68839e-05 2.00678e-05 0.000125185 -4.49006e-05 -0.000227656 0.000501158 -0.000479705
internal_weight=0 0.014021 0.0129361 0.0117101 0.00991827 0.00875621 0.00717296 0.00493874 0.0037671 0.00223422 0.00276222
internal_count=3910 3298 3161 2793 2250 2100 1948 1728 1280 220 1212
is_linear=0
shrinkage=0.00196078


Tree=4650
num_leaves=11
num_cat=0
split_feature=484 157 12 0 51 15 51 16 4 16
split_gain=0.000123183 4.63972e-05 3.99788e-05 6.9745e-05 8.94861e-05 6.52564e-05 5.62874e-05 7.27513e-05 0.000106467 3.55058e-05
threshold=-0.0043499999999999988 -0.073574999999999988 0.10852500000000001 -0.017269999999999997 -0.031524999999999991 0.088190000000000004 0.013805000000000001 -0.057604999999999996 0.27020000000000005 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 -8
right_child=1 2 -4 -5 5 -7 9 -9 -10 -11
leaf_value=-0.00067199905931053354 0.00039692485381064864 -0.00054226221607629179 -0.00036623154322239259 0.00038199895039316319 -0.0007539727888993367 0.00038789322076242477 0.00047010461193447 0.00015296011533661732 5.2021588582449735e-05 -4.6290311830340384e-05
leaf_weight=0.0010092283044931807 0.0012582800630544034 0.0011654773062832365 0.0010401792515064645 0.0018570469616945697 0.0013920174688635998 0.0016390807422690069 0.0010258073799999318 0.0015210667875205893 0.0011511947160993111 0.0010218454446267395
leaf_count=612 401 264 246 289 577 646 118 338 267 152
internal_value=0 3.89858e-05 8.61627e-07 3.63043e-05 -3.56939e-05 4.0476e-05 -5.26934e-05 -0.000186255 -0.000389136 0.000212407
internal_weight=0 0.013072 0.0118137 0.0107735 0.00891649 0.00775101 0.00611193 0.00406428 0.00254321 0.00204765
internal_count=3910 3298 2897 2651 2362 2098 1452 1182 844 270
is_linear=0
shrinkage=0.00196078


Tree=4651
num_leaves=12
num_cat=0
split_feature=484 133 0 16 474 13 15 0 1 4 48
split_gain=8.09328e-05 6.65269e-05 7.75295e-05 7.163e-05 6.58755e-05 7.22886e-05 0.000144062 7.25941e-05 8.4607e-05 5.35806e-05 3.39477e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.31524000000000002 0.084655000000000022 -0.010739999999999998 1.0000000180025095e-35 -0.084794999999999995 0.090820000000000012 0.00046500000000000008 0.082705000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 9 8 -2 -7 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00054753787614644452 -0.00030464583395357279 -0.00045606751670695261 0.00058954721347888924 -0.0004263189303205384 0.00054569134402339295 0.00038632104614827977 -0.00070311317188487884 0.00059290718681912088 0.00039102807915568632 9.8348915582698634e-05 -0.00035871446909093471
leaf_weight=0.0010102640984156102 0.0013836858953467886 0.0010090292978724531 0.0010049960317288246 0.0012258047105712074 0.0010293191447196788 0.0012726561616675917 0.0012766495794433231 0.0013325151274816687 0.0013070253269163231 0.0013899801529740369 0.0011348605438433433
leaf_count=612 552 472 70 306 258 239 378 511 258 165 89
internal_value=0 2.80296e-05 6.75577e-05 2.13478e-05 7.55365e-05 2.2341e-05 -0.000133296 0.000218632 3.3281e-05 5.82663e-05 -0.000107091
internal_weight=0 0.0133665 0.0123575 0.0113525 0.0101267 0.00909737 0.00507415 0.00402323 0.00269071 0.0037975 0.00252484
internal_count=3910 3298 2826 2756 2450 2192 871 1321 810 493 254
is_linear=0
shrinkage=0.00196078


Tree=4652
num_leaves=12
num_cat=0
split_feature=48 48 42 49 0 0 0 16 15 16 0
split_gain=0.000146911 0.000142187 6.82456e-05 7.10387e-05 8.53548e-05 0.000111836 0.00010505 0.000114797 9.02765e-05 8.24543e-05 7.15564e-05
threshold=0.12738500000000003 0.096835000000000018 0.092395000000000019 -0.085974999999999982 -0.10071499999999999 -0.11077499999999998 -0.077944999999999987 0.25185000000000007 -0.0089749999999999986 -0.09601999999999998 -0.014809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 10 9 -5 -8
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00046384770785941754 -0.00070791814045451226 0.00065017473806893583 -0.00036211275213655962 0.00026618964750396538 -0.00047531725714494586 0.00084712504356882531 0.00074448596954793252 -0.00032492191742097891 0.000602980900575032 -0.00042667905761654349 3.8137942269251799e-05
leaf_weight=0.0010071092177502865 0.0011020714660300518 0.001312388937836066 0.0019805857907538608 0.0013317144693928366 0.0017841257156254457 0.0010277888725790134 0.0010879786739615941 0.0014421210811635041 0.0010470315606629903 0.0013098478622545033 0.0011180522306862711
leaf_count=166 127 252 727 183 1398 73 296 276 126 111 175
internal_value=0 3.47832e-05 -2.66975e-05 3.28518e-05 8.21421e-05 0.000275128 -8.54112e-05 0.000105272 0.000115747 -7.7377e-05 0.000386497
internal_weight=0 0.0144487 0.0131364 0.0111558 0.0101487 0.00471638 0.00543228 0.00364815 0.00368859 0.00264156 0.00220603
internal_count=3910 3783 3531 2804 2638 493 2145 747 420 294 471
is_linear=0
shrinkage=0.00196078


Tree=4653
num_leaves=12
num_cat=0
split_feature=484 48 4 42 47 16 0 4 3 48 4
split_gain=0.000110749 8.65396e-05 0.000115222 8.18756e-05 7.73941e-05 0.000118394 0.000122943 0.000181277 9.27345e-05 8.66387e-05 5.47106e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 0.092145000000000019 0.09550500000000002 -0.19424999999999998 -0.11991499999999998 -0.0021099999999999995 -0.078884999999999997 0.084905000000000022 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 10 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00063153207971362456 -0.00047933268590478638 -0.00049841685146194534 0.00065230959903641401 -0.00037230943374458287 0.00057010523231553899 0.00093176909640210065 0.00022568165101278121 -0.00071897232066220926 0.00052613023723037541 0.00015594495430518442 -0.0004072200963034797
leaf_weight=0.0010320921397158874 0.0014786304290263803 0.0010796928037272177 0.0012215354540884909 0.0017443801065382169 0.0011355742683210176 0.0010226352838640859 0.001015394583148609 0.0011641688627088715 0.0015878280099062337 0.0012060967711403289 0.0010875616973856786
leaf_count=612 152 137 368 543 150 119 416 284 310 101 718
internal_value=0 3.44524e-05 7.98839e-05 1.87738e-05 8.91187e-05 2.53281e-05 0.00013067 -4.4351e-05 0.000168442 0.000511925 -0.000101629
internal_weight=0 0.0137435 0.0126638 0.0114423 0.00969789 0.00856232 0.00708369 0.00485495 0.00369078 0.00222873 0.00210296
internal_count=3910 3298 3161 2793 2250 2100 1948 1728 1444 220 1134
is_linear=0
shrinkage=0.00196078


Tree=4654
num_leaves=13
num_cat=0
split_feature=11 124 3 0 13 15 43 52 15 51 15 16
split_gain=0.000116082 9.53718e-05 9.73514e-05 9.8897e-05 8.07383e-05 7.34899e-05 0.000127897 5.19011e-05 8.60036e-05 6.73961e-05 9.52894e-05 4.10992e-05
threshold=0.08184000000000001 -0.061329999999999989 -0.10628499999999998 -0.053834999999999994 -0.071149999999999977 0.088190000000000004 -0.079374999999999987 -0.081429999999999989 -0.074174999999999977 0.089005000000000015 -0.11399999999999998 0.011450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 5 -5 6 -4 -8 9 10 -9 -3
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.00059164839837167317 -0.00064468623141671869 0.00059515312464694387 -0.00070661482927111645 -6.7495638046527522e-05 -0.00083024322657669289 0.00035939083566467387 0.00039473797794196914 0.00030213787466924465 -0.00046091488705381998 0.0004906650304789664 -0.00051329880349514567 6.0449642145097536e-05
leaf_weight=0.0010683397973199468 0.0010589720994743273 0.0012335444218101897 0.0010947807173215399 0.0010075809027936559 0.0011341069860213368 0.0017397893371411824 0.0011596417288779895 0.0011330422223578157 0.001480012433295627 0.0011526604836548542 0.001072480608731872 0.0010012817455374284
leaf_count=304 224 205 718 76 265 745 199 198 614 131 142 89
internal_value=0 2.81453e-05 -1.74309e-05 -9.33944e-05 -0.0004714 -1.73531e-06 -9.0318e-05 2.21742e-05 -6.71237e-05 0.000106427 -9.43849e-05 0.000355587
internal_weight=0 0.0142773 0.0132089 0.0109741 0.00214169 0.00883241 0.00709262 0.00599784 0.0048382 0.00335818 0.00220552 0.00223483
internal_count=3910 3686 3382 3088 341 2747 2002 1284 1085 471 340 294
is_linear=0
shrinkage=0.00196078


Tree=4655
num_leaves=9
num_cat=0
split_feature=42 43 16 133 1 48 1 15
split_gain=2.19227e-05 5.30755e-05 3.67008e-05 4.90848e-05 0.000108264 5.45237e-05 5.18032e-05 5.87056e-05
threshold=0.092145000000000019 0.12512500000000001 0.10994000000000002 0.065880000000000008 1.0000000180025095e-35 0.087945000000000009 0.088785000000000017 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.030412783589313288 -0.010094363700036364 0.023515015108674618 -0.013641591989085423 0.020752293254104007 0.028197674064623771 -0.010046734221123099 0.016361176304298484 -0.014215021956692385
leaf_weight=0.0010601653505456785 0.0018906420671026816 0.0010003481015477119 0.0017816953318396103 0.0012129687902019733 0.0012201387966375397 0.0017648805287774072 0.0014541979070920915 0.0011051383959764073
leaf_count=697 832 222 476 755 225 209 164 330
internal_value=0 0.00159478 -0.000689563 0.00226235 -0.00113346 0.00446519 0.0112417 0.00315817
internal_weight=0 0.0105995 0.00959919 0.00781749 0.00660452 0.00554436 0.00377948 0.00255934
internal_count=3910 3078 2856 2380 1625 928 719 494
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=12
num_cat=0
split_feature=11 124 3 13 0 2 49 151 16 0 16
split_gain=9.27207e-05 7.18269e-05 7.58513e-05 6.0025e-05 0.000106456 7.72235e-05 6.76538e-05 6.93438e-05 7.49416e-05 8.65436e-05 7.78024e-05
threshold=0.08184000000000001 -0.048219999999999992 -0.14218999999999996 -0.094679999999999986 -0.053834999999999994 0.099990000000000009 -0.073619999999999977 -0.03268999999999999 -0.09601999999999998 -0.07773999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5 -8 -9 10 -10
right_child=-2 2 3 4 -6 -7 7 8 9 -11 -12
leaf_value=0.00051959906245389723 -0.00058545650936564725 0.0004883643391504455 -0.00015673498346242671 -0.00044161303249800883 -0.00058670783574752035 0.00052905610217889043 -0.00041027629440199248 0.00052474621857017583 -0.00054744531272087895 0.00045606294343721179 0.00011997142713016893
leaf_weight=0.0010487233942426564 0.0010230136963915578 0.0010596327870004531 0.0011873241311651176 0.0013038974961806886 0.0016343620622449161 0.0013479987235925832 0.0010522488307652331 0.0014263956784355291 0.001261894076797161 0.0011203637101909899 0.0014353360944389356
leaf_count=313 224 161 194 157 312 162 338 322 677 533 517
internal_value=0 2.62199e-05 -1.41106e-05 -5.93483e-05 -0.000132719 0.000207891 -3.50911e-05 4.90961e-05 0.000141273 -2.0071e-06 -0.000192278
internal_weight=0 0.0138782 0.0128295 0.0117698 0.0092345 0.00253532 0.00760014 0.00629624 0.00524399 0.00381759 0.00269723
internal_count=3910 3686 3373 3212 2856 356 2544 2387 2049 1727 1194
is_linear=0
shrinkage=0.00196078


Tree=4657
num_leaves=10
num_cat=0
split_feature=11 0 43 52 4 2 150 15 4
split_gain=2.01027e-05 3.26324e-05 5.29323e-05 5.01838e-05 3.78655e-05 2.91052e-05 8.87216e-05 5.86028e-05 4.04627e-05
threshold=0.079700000000000007 -0.017269999999999997 -0.057994999999999998 -0.092854999999999979 -0.082054999999999975 0.086650000000000019 0.085200000000000012 -0.015439999999999997 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 8 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.018761385514149423 -0.013499946115290058 0.028880963024456099 -0.0021393654957880715 0.017328295085004879 -0.024100590870294623 -0.017189657216620823 0.025793279982796936 0.012176966285762682 0.0020180382718781912
leaf_weight=0.0014354716517921452 0.0010372192811662741 0.0010063861604410135 0.001213216864355238 0.001277395307011652 0.0011235469123407114 0.0017951714632853677 0.0012525230284437918 0.0010934328600133729 0.0012564140288957276
leaf_count=566 254 150 182 533 692 641 252 465 175
internal_value=0 0.00103844 0.0119255 -0.00157852 0.00158434 -0.0014997 0.00356497 -0.00607341 -0.0103122
internal_weight=0 0.0114536 0.0022196 0.00923396 0.00779848 0.00652109 0.00414113 0.0028886 0.00237996
internal_count=3910 3656 332 3324 2758 2225 1358 1106 867
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=11
num_cat=0
split_feature=15 151 12 15 3 2 403 4 4 2
split_gain=2.19699e-05 3.60198e-05 3.5759e-05 8.77612e-05 9.47959e-05 8.59462e-05 7.46015e-05 6.59496e-05 5.34856e-05 4.3331e-05
threshold=-0.24219999999999997 -0.088294999999999985 0.086865000000000012 0.024640000000000006 0.11265500000000002 0.086545000000000025 0.03138500000000001 0.08734500000000002 -0.00027999999999999998 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 9 -7 -4
right_child=1 2 6 -5 -6 8 -8 -9 -10 -11
leaf_value=0.013905260947180363 0.016021899289073268 -0.012386403047895544 -0.029554860361754427 -0.034834778919072905 -0.028662168585506177 0.0024193287810408176 0.025816243690725146 0.014528600229101567 0.034947587412192192 -0.0017163436704062654
leaf_weight=0.0010207021354681671 0.001074340062071512 0.0015757071867611742 0.0010021546664281328 0.0010367365182999506 0.0010797995970223875 0.0010058584474381929 0.0011176519680359768 0.0012579012794905055 0.0010161661676082062 0.0012647494622413586
leaf_count=317 284 307 996 477 144 276 296 172 184 457
internal_value=0 -0.0014069 -0.00321485 -0.00851118 -0.00267677 0.00512231 0.00330425 -0.0038339 0.0187664 -0.0140232
internal_weight=0 0.0114311 0.0103567 0.00571427 0.00467753 0.00359773 0.00464246 0.00352481 0.00202202 0.0022669
internal_count=3910 3593 3309 1388 911 767 1921 1625 460 1453
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=13
num_cat=0
split_feature=484 133 48 48 52 474 16 133 48 16 12 0
split_gain=8.71295e-05 7.24892e-05 8.32578e-05 9.02955e-05 9.66931e-05 0.000101619 0.000151404 0.000117087 9.44421e-05 8.97813e-05 9.15995e-05 5.45584e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.11930500000000001 0.095825000000000007 -0.24456499999999998 0.084145000000000011 0.18936500000000003 0.083815000000000014 0.086125000000000021 -0.087089999999999987 0.086765000000000023 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 10 -6 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.000684537535019513 -0.00062048872029360404 -0.00060410975128332204 -0.00060014268310934493 0.00054439614080258969 -0.00034917088076551862 0.00058454946654279861 0.00059044000315066931 0.00042121829315813942 -0.00083058033788603321 -0.00016299802796209537 0.00032474380914593429 -0.00079774170884252822
leaf_weight=0.0010730313196775374 0.0010971286345708526 0.0010307959487149193 0.0010204944389973153 0.0010093519269161683 0.0013679576839365679 0.0010029938546695675 0.0011360813183005566 0.0010676372880086644 0.0010094600015592989 0.0010062121852689307 0.00179022203046416 0.0010788147010786036
leaf_count=612 321 472 117 166 355 244 94 328 148 78 323 652
internal_value=0 -0.000104205 -6.32643e-05 -1.58937e-05 -6.94653e-05 -5.55591e-06 -7.55471e-05 -0.000178906 -0.000281376 -0.000175639 3.28393e-05 -0.000491421
internal_weight=0 0.0136172 0.0125864 0.0115659 0.0105565 0.00945938 0.00845639 0.0073203 0.00625267 0.00524321 0.00315818 0.00208503
internal_count=3910 3298 2826 2709 2543 2222 1978 1884 1556 1408 678 730
is_linear=0
shrinkage=0.00196078


Tree=4660
num_leaves=13
num_cat=0
split_feature=158 48 2 40 3 16 2 13 2 16 16 4
split_gain=0.000143244 0.000134627 0.00014813 0.00010842 0.000115516 0.000109558 0.000179839 7.63521e-05 5.48709e-05 7.66322e-05 6.23591e-05 6.62546e-05
threshold=0.084710000000000021 0.12738500000000003 0.11260500000000001 -1.0000000180025095e-35 0.10666500000000002 0.28937500000000005 0.093070000000000014 -0.089189999999999978 0.086650000000000019 -0.090809999999999988 -0.15168999999999996 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -4 10 -10 -5 -12
right_child=-2 -3 7 4 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.00060668137179076362 -0.00071493838877954201 -0.00065023494519058441 0.00092853498090263501 0.00030656521128821481 0.00060991835186510117 0.00058474924680529687 -0.00071129213292120419 0.00023628871120880322 0.00068313006141819291 -3.8577266008086869e-05 0.00016169718628103851 -0.00045789368219687225
leaf_weight=0.0010416795502624998 0.0010288494565007201 0.0010062518757920852 0.0010411827230617252 0.0010910391524016189 0.0012729020871651347 0.0010127495734363395 0.0014985389215004478 0.0014880793636194059 0.0010307386294720546 0.0012536103852352691 0.0010167081918486386 0.0019101949644346665
leaf_count=224 433 117 153 105 98 199 445 336 151 560 377 712
internal_value=0 4.19247e-05 9.29216e-05 -4.43206e-06 5.77651e-05 -2.19797e-05 -0.000100749 0.000521255 4.44243e-05 0.00028707 -9.35286e-05 -0.000242669
internal_weight=0 0.0146637 0.0136574 0.0111282 0.0100865 0.00881358 0.00780083 0.00252926 0.00630229 0.00228435 0.00401794 0.0029269
internal_count=3910 3477 3360 2871 2647 2549 2350 489 1905 711 1194 1089
is_linear=0
shrinkage=0.00196078


Tree=4661
num_leaves=13
num_cat=0
split_feature=484 42 48 48 49 474 12 13 13 2 2 4
split_gain=0.000131375 8.58454e-05 9.75469e-05 8.54812e-05 0.000103655 0.000119108 0.000110947 6.56857e-05 0.00012428 9.5217e-05 0.000147439 2.77278e-05
threshold=-0.0043499999999999988 0.10217500000000002 0.11930500000000001 0.095825000000000007 -0.085974999999999982 0.084145000000000011 0.10007000000000001 -0.082014999999999991 -0.0024749999999999993 0.096750000000000017 0.086650000000000019 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 10 11 -10
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00066714377927236011 -0.00049670329005470359 -0.0005081846096201667 -0.00049642036965723215 0.0006534429756962283 0.00027979750726012548 0.00076857768545209493 0.00055280172934106281 -0.00071099582034711583 -0.00036286961882267061 -0.00047730390044509657 0.00072221971325417173 8.8230571486906504e-05
leaf_weight=0.0010978366852763483 0.0010932799527344434 0.0010321163188866051 0.0010446335622554146 0.0010841222627719907 0.0019529889622604381 0.00103639755628926 0.0015065504395525798 0.0011546579442129916 0.0010415347532043381 0.0011422164022292102 0.0012164377254886226 0.0010540460164587145
leaf_count=612 161 413 104 163 606 286 280 703 174 238 131 39
internal_value=0 3.66016e-05 7.87933e-05 0.000127717 7.68195e-05 0.000138871 6.69043e-05 -2.99009e-05 -0.000137736 1.0868e-05 0.000179224 -0.000135973
internal_weight=0 0.014359 0.0133269 0.0122822 0.0111981 0.0101048 0.00906843 0.00756188 0.00560889 0.00445423 0.00331202 0.00209558
internal_count=3910 3298 2885 2781 2618 2457 2171 1891 1285 582 344 213
is_linear=0
shrinkage=0.00196078


Tree=4662
num_leaves=10
num_cat=0
split_feature=13 1 15 12 39 48 16 51 4
split_gain=2.17171e-05 4.10569e-05 7.12192e-05 4.31937e-05 4.02583e-05 6.89771e-05 7.46806e-05 7.06664e-05 5.75647e-05
threshold=-0.45122499999999993 1.0000000180025095e-35 0.083935000000000023 0.085775000000000004 0.005105000000000001 0.11339500000000001 -0.09601999999999998 0.022335000000000004 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 -8
right_child=1 4 -4 -5 -6 -7 7 -9 -10
leaf_value=0.01383000549995668 -0.0076614229645172414 0.020529783670742114 0.006174875371467041 -0.03606431795356406 0.020624978432597772 -0.023260806794228209 -0.0088097327820434741 -0.025971637023603247 0.020125068769934754
leaf_weight=0.0010038139649323581 0.0010597413686239839 0.0018706764653804789 0.0015416153271190299 0.0010821788272408152 0.0010683233601382321 0.0010935950068332624 0.0014931351757024249 0.0010483776503318978 0.0012744193115775803
leaf_count=112 435 306 856 684 351 100 748 189 129
internal_value=0 -0.0015055 -0.0102152 -0.0220116 0.00258219 -0.000260722 0.00416244 -0.00386129 0.00451433
internal_weight=0 0.0115321 0.00368354 0.00214192 0.00784853 0.0067802 0.00568661 0.00381593 0.00276755
internal_count=3910 3798 1975 1119 1823 1472 1372 1066 877
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=13
num_cat=0
split_feature=48 158 48 49 159 151 51 3 2 42 2 13
split_gain=9.7497e-05 0.000131782 0.000106818 0.000105669 0.000109752 0.000132857 9.6082e-05 9.73061e-05 0.000195807 0.000145543 0.000141631 7.53695e-05
threshold=0.12738500000000003 0.084710000000000021 0.096835000000000018 -0.085974999999999982 0.084410000000000027 -0.076429999999999984 0.08955500000000001 0.094625000000000015 0.096970000000000015 -0.088669999999999985 0.086545000000000025 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -7 11 -11
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00052627981504627824 -0.0005818705098976642 -0.00065500241597927361 0.00061670941675594118 0.00058380460392355705 0.00067548191280513781 0.00067422899949673518 -0.00061789081114566524 0.00041870186560496309 -0.00083900597669624545 3.6837640735581393e-07 0.00042705255336185181 -0.00069222662603555987
leaf_weight=0.0012039656827796718 0.0010682629226802442 0.0010017250072159841 0.0012988937404529903 0.0013927386236405699 0.0010923398164339711 0.0011428654325710145 0.0010727303529535883 0.0017245500701226187 0.0011448042957842913 0.0010566066345596725 0.0011940132027059257 0.0014104871909715092
leaf_count=180 127 423 242 348 279 231 280 116 437 546 399 302
internal_value=0 3.15861e-05 8.16643e-05 2.57767e-05 8.49566e-05 2.13342e-05 -6.82346e-05 8.60729e-06 -0.000110279 6.33792e-05 -0.000127306 -0.000395602
internal_weight=0 0.0147357 0.013734 0.0124351 0.0112311 0.0101388 0.00874606 0.00767333 0.00594878 0.00480397 0.00366111 0.00246709
internal_count=3910 3783 3360 3118 2938 2659 2311 2031 1915 1478 1247 848
is_linear=0
shrinkage=0.00196078


Tree=4664
num_leaves=13
num_cat=0
split_feature=484 42 3 3 133 49 151 0 4 52 4 15
split_gain=0.000116221 9.35405e-05 8.9705e-05 9.66077e-05 0.000242447 0.000110905 8.8034e-05 8.25275e-05 0.00011221 9.22658e-05 0.000181502 7.65774e-05
threshold=-0.0043499999999999988 0.10269500000000001 -0.100615 -0.078884999999999997 0.065880000000000008 -0.07107999999999999 -0.044604999999999992 -0.052874999999999998 -0.0021099999999999995 -0.068164999999999989 0.15045000000000003 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -4 -5 -7 8 -8 -10 -11 -2
right_child=1 -3 3 5 -6 6 7 -9 9 10 -12 -13
leaf_value=-0.00063047437312613362 0.00077859762107406621 -0.0005321945755700268 -0.0010685341805252758 -0.00046152545520431338 0.00028670546498480814 -0.00036448114931336218 0.00088717105368922675 -0.00010528693658658012 0.00070080553131306763 -0.0004713369833897295 0.0005740244579919224 0.00012699230770574202
leaf_weight=0.0011145978274115674 0.0011105155409758397 0.0010736399995292046 0.0010276190198915559 0.0012767380730204668 0.0010027238536510245 0.0010551073479823508 0.0012450506979531559 0.0018688133002992234 0.0010283027894734402 0.0013985555059018778 0.0011751252876532302 0.0018461697003295887
leaf_count=612 168 402 780 181 424 135 285 192 81 195 179 276
internal_value=0 2.56247e-05 6.82972e-05 -1.26884e-05 -0.000399223 7.40517e-05 0.000162045 0.000244766 0.000379732 0.000204332 5.968e-06 0.000371732
internal_weight=0 0.0151084 0.0140347 0.011078 0.00203034 0.00904769 0.00777095 0.00671585 0.00484703 0.00360198 0.00257368 0.00295669
internal_count=3910 3298 2896 2452 1204 1248 1067 932 740 455 374 444
is_linear=0
shrinkage=0.00196078


Tree=4665
num_leaves=12
num_cat=0
split_feature=48 2 40 3 160 12 403 0 15 1 2
split_gain=0.000109822 0.000111 0.00014254 0.000117441 8.02151e-05 7.50052e-05 7.46115e-05 0.000124399 6.95865e-05 5.9845e-05 4.0524e-05
threshold=0.12738500000000003 0.11260500000000001 -1.0000000180025095e-35 0.099570000000000006 0.087825000000000014 0.086935000000000012 0.03138500000000001 -0.070894999999999986 -0.029114999999999999 0.10593500000000002 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 -4 -3 -10
right_child=-2 9 3 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00071486118165978 -0.00063612895580478451 6.1934922758549442e-05 0.00051535374718677629 0.00052158513159007312 -0.00049875123526017318 -0.00074705649020176087 0.0002721193387796309 7.7956903635366875e-05 -0.00030627326542858501 0.00066421099062702869 0.00023985906515151432
leaf_weight=0.00111885555103054 0.0010130785895589361 0.0011290545295211027 0.0016386560867221855 0.0015397608155143629 0.0013836308223506046 0.0014353459379997811 0.001037209506362104 0.0013765901215049431 0.0010115446361246203 0.0014475188298417748 0.0010801751020953836
leaf_count=270 127 244 279 150 299 1028 261 282 354 325 291
internal_value=0 3.20905e-05 -4.9541e-05 2.13343e-05 -6.46028e-05 1.46504e-05 -0.000177371 -0.000343169 0.000212785 0.000400294 -2.42477e-05
internal_weight=0 0.0141983 0.0116218 0.0105029 0.00896315 0.00757952 0.00384915 0.00281194 0.00373038 0.00257657 0.00209172
internal_count=3910 3783 3214 2944 2794 2495 1571 1310 924 569 645
is_linear=0
shrinkage=0.00196078


Tree=4666
num_leaves=10
num_cat=0
split_feature=474 160 133 1375 12 160 133 2 2
split_gain=2.33202e-05 5.11207e-05 7.57779e-05 4.33647e-05 4.67977e-05 4.26156e-05 5.92603e-05 8.00177e-05 9.24355e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 0.10595000000000002 0.087825000000000014 0.088685000000000014 0.10742000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.017385132651032181 0.014043772812944888 -0.019575360256039384 -0.014507077081579998 0.011182110987237483 -0.011783110673349157 -0.0080347935706440131 -0.0070367082213423464 -0.0012202628251766767 0.046413463345508284
leaf_weight=0.0017367082161609823 0.0010433465294968818 0.0014880228278220447 0.0010110856436896113 0.0015026770663955484 0.0010675713427277999 0.0010037187486139623 0.0010341532482528457 0.0012840704507708876 0.001476347688255913
leaf_count=927 424 843 73 240 196 274 425 237 271
internal_value=0 -0.00156422 0.00122026 0.00491307 0.00757784 0.0108582 0.014438 0.0196474 0.0286421
internal_weight=0 0.0116044 0.00986765 0.00837962 0.00736854 0.00630097 0.00529725 0.0042631 0.00297902
internal_count=3910 3486 2559 1716 1643 1447 1173 748 511
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=12
num_cat=0
split_feature=484 474 52 2 52 15 42 403 47 4 4
split_gain=9.01514e-05 7.9008e-05 7.38653e-05 0.000145095 6.27614e-05 6.27711e-05 7.21221e-05 6.97709e-05 6.34809e-05 6.82761e-05 4.82069e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 0.096970000000000015 -0.0041199999999999995 0.091915000000000011 0.091590000000000019 0.03138500000000001 0.09550500000000002 -1.0000000180025095e-35 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 10 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00054505349259502465 -5.4417518687090001e-05 0.00051852485140254083 -0.00047716654633153427 0.00086962579557728055 -0.00016302423999853738 -0.0004853769197962133 -0.00037690693845303478 0.00054667544985602466 0.00037078946060553565 -0.00038739836839075508 0.00044116109355922252
leaf_weight=0.001114030876678559 0.001872991051371657 0.0011867709107219815 0.0013769830438546413 0.0010032740126779613 0.0010243594184529102 0.001017933968508254 0.0013686188583374066 0.0011935058448415241 0.001453972490489959 0.0018082849347943711 0.0010066955203398525
leaf_count=612 342 318 214 318 58 454 316 228 130 360 560
internal_value=0 3.40322e-05 -9.77049e-06 0.000267899 -8.76851e-05 -2.72447e-05 3.21216e-05 0.00011842 2.18598e-05 -0.000110281 0.000136441
internal_weight=0 0.0143134 0.0131266 0.00287627 0.0102504 0.00887337 0.00785544 0.00648682 0.00529331 0.00383934 0.00203105
internal_count=3910 3298 2980 660 2320 2106 1652 1336 1108 978 618
is_linear=0
shrinkage=0.00196078


Tree=4668
num_leaves=12
num_cat=0
split_feature=41 4 3 13 39 12 47 12 0 51 16
split_gain=9.85281e-05 7.15331e-05 0.000116082 8.90955e-05 0.000128485 0.000105435 9.23281e-05 6.89436e-05 0.000149126 0.000101463 5.2026e-05
threshold=0.078535000000000008 -0.49837999999999999 -0.12008499999999998 -0.26418499999999995 0.005105000000000001 0.092365000000000017 0.09252500000000001 0.088285000000000016 -0.10071499999999999 0.089355000000000004 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 10 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00044081389279142783 -0.00060480613473409546 0.00058085224493083774 0.00048449541679162019 0.0001161118377468735 0.0005182538115397462 -0.00054222630222836336 -0.00051576498344052893 0.00045433934647867361 -0.00062741712610235568 -0.00036698903887063042 0.00066432019699862676
leaf_weight=0.001144782124119695 0.0010031478332216013 0.0015173037739862972 0.0013317972797168469 0.0015281575189255714 0.0013296512932118648 0.001925942627236321 0.0012510623373028096 0.0013823964664944526 0.0012480969719694526 0.0010347384170897866 0.0011790982828587858
leaf_count=169 195 234 184 129 357 916 173 489 924 55 85
internal_value=0 3.00872e-05 6.9355e-05 5.79756e-06 -5.28034e-05 -0.000132316 -2.87604e-05 6.68496e-05 -4.04961e-05 0.000155264 0.000354874
internal_weight=0 0.014873 0.0137282 0.0122109 0.0108791 0.00954949 0.00762355 0.00637249 0.00499009 0.00374199 0.00270726
internal_count=3910 3715 3546 3312 3128 2771 1855 1682 1193 269 214
is_linear=0
shrinkage=0.00196078


Tree=4669
num_leaves=12
num_cat=0
split_feature=484 133 40 42 160 47 15 2 3 12 0
split_gain=9.20109e-05 6.41347e-05 9.45473e-05 8.28765e-05 8.72981e-05 9.23099e-05 0.000103369 7.84158e-05 0.000132831 0.000108645 9.71272e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.099550000000000013 0.086425000000000016 -0.10469999999999999 0.10393500000000001 0.11265500000000002 0.089855000000000004 -0.090939999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 9 -9 10 -5
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00056083183634165427 0.00064388034086632735 -0.00044439091543430591 -0.00046240974196273154 0.00047773878078824353 -0.00047770757310186199 -0.00068239070828801022 0.00015391576789767857 -0.00058333708928136048 0.00041601516660851805 0.00076282685446840053 -0.00017749815534760669
leaf_weight=0.0011032506558185358 0.0010008486798759519 0.001025426124332097 0.001244455512341063 0.0018216636357555425 0.0010038316258783953 0.0010093794475442468 0.001300104051212024 0.0010303465913219904 0.0010151758185323087 0.0017571946104838125 0.0016644963845194578
leaf_count=612 243 472 334 259 114 114 170 355 149 381 707
internal_value=0 2.75086e-05 6.51734e-05 1.62821e-05 7.24696e-05 0.000130009 -0.000211599 0.000238248 -8.73668e-05 0.000365276 0.00016489
internal_weight=0 0.0138729 0.0128475 0.0118466 0.0106022 0.00959836 0.00230948 0.00728888 0.00204552 0.00524335 0.00348616
internal_count=3910 3298 2826 2583 2249 2135 284 1851 504 1347 966
is_linear=0
shrinkage=0.00196078


Tree=4670
num_leaves=10
num_cat=0
split_feature=48 2 133 160 1 16 0 16 1
split_gain=4.34004e-05 6.23914e-05 4.2962e-05 4.80425e-05 4.15978e-05 0.000114397 9.74487e-05 5.19691e-05 2.90912e-05
threshold=0.11930500000000001 0.11260500000000001 0.090085000000000012 0.087825000000000014 0.088495000000000018 -0.17157499999999998 -0.066689999999999985 -0.008069999999999999 0.10884000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1 -3
right_child=-2 8 -4 -5 5 6 -8 -9 -10
leaf_value=0.00052657648777270597 -0.020157690953457458 0.0048847079227825052 -0.018669510545597758 -0.017888461003093433 0.023317870505173394 -0.034437356357789495 0.0054594369801603182 0.024699322180070912 0.028511842871930256
leaf_weight=0.001976865813358525 0.001009412699602791 0.0010057301074208845 0.0013244629073612046 0.0011888656178223704 0.0010760416352731416 0.0013088627536416214 0.0011502116999091093 0.001616780897735131 0.001081509483229875
leaf_count=1075 161 255 659 297 166 406 225 366 300
internal_value=0 0.00145154 -0.00194179 0.000721855 0.0038255 -0.00387633 -0.015776 0.0114019 0.0171272
internal_weight=0 0.0117293 0.00964209 0.00831763 0.00712876 0.00353512 0.00245907 0.00359365 0.00208724
internal_count=3910 3749 3194 2535 2238 797 631 1441 555
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=13
num_cat=0
split_feature=484 42 48 48 49 474 40 43 43 0 2 0
split_gain=0.000107592 0.000102596 7.66035e-05 0.000106126 0.000130157 0.000116482 9.84983e-05 0.000152284 0.000100689 0.000125557 8.91252e-05 5.02633e-05
threshold=-0.0043499999999999988 0.10269500000000001 0.11930500000000001 0.095825000000000007 -0.085974999999999982 0.084145000000000011 -1.0000000180025095e-35 -0.15426499999999996 0.070805000000000021 -0.083424999999999985 0.097135000000000013 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 9 10 11 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00060560385106415309 -0.00058901530800675261 -0.00056079690630354709 -0.00044212509436313306 0.00069543426604959293 -0.00051806377387101385 0.00075566358238762072 0.00074717106925621657 1.1518840532621524e-05 0.00052696479043603823 -0.00053315476359713212 -0.0004034486414640024 0.00053056135577175248
leaf_weight=0.0011190536119387766 0.0010803949844288554 0.0010629347942548118 0.0010280095931512164 0.0011027539031277156 0.0010185018334551545 0.0010189269193897768 0.0012882861235777301 0.0014124151611032245 0.0012036013017798133 0.0017538091943279347 0.0010046896050689702 0.0014575181447677606
leaf_count=612 161 402 104 166 223 286 172 108 231 791 128 526
internal_value=0 2.55163e-05 7.21328e-05 0.000114971 5.80125e-05 0.000126832 5.67203e-05 0.000128813 1.22124e-05 -9.78639e-05 9.91662e-05 0.000275119
internal_weight=0 0.0144318 0.0133689 0.0123409 0.0112381 0.0101577 0.00913882 0.00812032 0.00683203 0.00562843 0.00387462 0.00286993
internal_count=3910 3298 2896 2792 2626 2465 2179 1956 1784 1553 762 634
is_linear=0
shrinkage=0.00196078


Tree=4672
num_leaves=13
num_cat=0
split_feature=484 42 3 49 15 12 3 4 52 13 47 48
split_gain=0.000106653 8.24303e-05 8.46739e-05 5.80325e-05 0.000129188 0.000126914 0.000186234 0.000144883 8.89164e-05 7.82818e-05 6.61776e-05 3.73393e-05
threshold=-0.0043499999999999988 0.10217500000000002 -0.15464999999999998 -0.00064499999999999985 -0.021529999999999997 0.10007000000000001 -0.078884999999999997 -0.0010999999999999996 0.048490000000000012 -0.014114999999999997 0.09252500000000001 0.090045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 8 -8 -5 -9 -11 -4
right_child=1 -3 3 5 -6 -7 7 9 -10 10 -12 -13
leaf_value=-0.00060495278764448638 0.00061185354190662177 -0.00050723557471586635 0.0003495142982692667 -0.00090684218613215932 -0.00066461883047097602 0.00064496313171783024 0.00064938023521087342 -0.00047311292750762152 -9.500289864179315e-05 0.00047851640584738159 -0.00018748446042931793 -0.00016358934090165308
leaf_weight=0.0010952079265156333 0.0010275120340402207 0.001019958343617078 0.0011570785678028759 0.0010095698835506017 0.0013441062460711646 0.001433943915390915 0.001828402072071314 0.0010737663737217288 0.0010667331492742391 0.0012298254362543026 0.0010750343002664531 0.0010312575427420671
leaf_count=612 209 413 208 519 238 272 337 263 560 123 46 110
internal_value=0 2.99328e-05 7.11981e-05 2.58477e-05 -0.000186162 0.000111759 6.78145e-06 0.000204772 -0.000489747 -3.58351e-05 0.00016788 0.000107713
internal_weight=0 0.0142972 0.0132772 0.0122497 0.00353244 0.00871728 0.00728333 0.00520703 0.0020763 0.00337863 0.00230486 0.00218834
internal_count=3910 3298 2885 2676 556 2120 1848 769 1079 432 169 318
is_linear=0
shrinkage=0.00196078


Tree=4673
num_leaves=11
num_cat=0
split_feature=48 48 51 42 2 16 13 2 3 4
split_gain=3.51957e-05 5.91492e-05 4.74309e-05 6.91589e-05 6.23479e-05 9.94895e-05 0.0001349 8.41903e-05 4.53775e-05 2.59898e-05
threshold=0.11930500000000001 0.092755000000000018 0.089355000000000004 0.086325000000000013 0.11260500000000001 0.22945500000000005 -0.091229999999999992 0.085355000000000014 -0.080664999999999987 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -5 -8
right_child=-2 -3 -4 8 -6 -7 7 -9 -10 -11
leaf_value=0.040535753422797194 -0.018142869237340879 0.022152722871317285 -0.021647914469786849 -5.716460464646185e-05 0.027864660625619004 -0.026572443362811633 0.023630050136105286 -0.015202842315218502 -0.028432040558872926 0.0017247896330154725
leaf_weight=0.0010005012480047409 0.0010131317926088948 0.0012173760652779376 0.0010176767166159119 0.0011275469306513525 0.0010894004198583112 0.0010228665604802246 0.0011439332428489026 0.0019925163273132986 0.0011268622438740084 0.0010287153721601611
leaf_count=167 161 287 342 506 248 200 431 758 666 144
internal_value=0 0.00128147 -0.00112688 0.00106395 0.00580459 0.00192123 0.00756334 -0.000356863 -0.0142403 0.0132582
internal_weight=0 0.0117674 0.01055 0.00953234 0.00727793 0.00618853 0.00516567 0.00416516 0.00225441 0.00217265
internal_count=3910 3749 3462 3120 1948 1700 1500 1333 1172 575
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=10
num_cat=0
split_feature=48 48 51 0 42 3 3 52 15
split_gain=2.86179e-05 5.04259e-05 5.99614e-05 6.37375e-05 5.85631e-05 6.91093e-05 9.53499e-05 6.90145e-05 4.75371e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 -0.17106499999999999 -0.088669999999999985 -0.11266 0.10666500000000002 0.048695000000000009 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=0.024434590749019918 -0.016382695707438815 0.017908445612342481 -0.023814402764786441 0.015273757447711121 0.012873327266920627 0.0029659291440899999 0.011935116440199317 -0.042222497488096908 -0.023791591379082985
leaf_weight=0.0010469388074667166 0.0010099638386233374 0.0015586135422099119 0.0010687871033552973 0.0016073679433971748 0.0014819822231656029 0.0012289956284220784 0.0012651462323453396 0.0010055587160254062 0.0014441573023036419
leaf_count=139 161 322 379 418 263 507 138 843 740
internal_value=0 0.00116153 -0.00141036 0.00122673 -0.00179787 -0.00606818 -0.0117461 -0.0198904 -0.0114897
internal_weight=0 0.0117075 0.0101489 0.00908015 0.00803321 0.00642584 0.00494386 0.00367871 0.00267315
internal_count=3910 3749 3427 3048 2909 2491 2228 2090 1247
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=10
num_cat=0
split_feature=11 51 484 51 457 49 0 4 52
split_gain=2.44825e-05 3.56488e-05 3.30233e-05 4.60237e-05 4.05698e-05 6.18167e-05 4.41513e-05 9.76573e-05 8.59716e-05
threshold=0.079700000000000007 0.090935000000000016 0.084225000000000008 -0.10386999999999998 0.082870000000000013 -0.0019649999999999997 -0.11756999999999999 0.05309500000000001 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.016534025221797376 -0.014810475000635188 0.015826645669044334 0.014725202807210564 -0.029881904759310268 0.011371262420391749 -0.021536214157949124 -0.027683986803758071 0.024297203537744696 0.0054036955634172096
leaf_weight=0.0010593362722726594 0.0010533164661658328 0.0014419373757076108 0.0011838420206301071 0.0011406334908310965 0.0011890596746697958 0.0011787022675817911 0.0013863417747336307 0.0012215936009577436 0.0018112167149014376
leaf_count=317 254 407 412 348 199 202 854 274 643
internal_value=0 0.00111168 -0.000974509 -0.00304263 -0.00565861 -0.00866366 -0.00434018 0.000246451 -0.00894189
internal_weight=0 0.0116127 0.0101707 0.00898688 0.00792755 0.00673849 0.00559785 0.00441915 0.00319756
internal_count=3910 3656 3249 2837 2520 2321 1973 1771 1497
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=9
num_cat=0
split_feature=1 4 2 457 3 12 13 43
split_gain=2.435e-05 5.40882e-05 4.30029e-05 5.44321e-05 7.60974e-05 4.65367e-05 3.7074e-05 2.74757e-05
threshold=0.085990000000000011 -0.082054999999999975 0.11462500000000002 0.041935000000000007 0.090325000000000003 0.088375000000000023 -0.082249999999999976 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -3 -1
right_child=2 6 -4 -5 -6 -7 -8 -9
leaf_value=-0.0041189948185503759 0.014091494610641278 -0.029873697466442941 0.017131102330356841 0.01781828997704997 -0.02762623384233634 -0.010101855011786069 -0.0057156630300954827 0.016540145204168022
leaf_weight=0.001496493485037856 0.0015981855488443218 0.0010684065752155374 0.0017647189255521212 0.0012289847212085935 0.0011857833813377835 0.001582161387875855 0.0015668938516932506 0.0011297604876009601
leaf_count=539 357 678 413 163 149 619 901 91
internal_value=0 -0.00538828 0.00352037 -0.000772507 -0.00600547 0.00205577 -0.0155098 0.00476814
internal_weight=0 0.00526155 0.00735983 0.00559512 0.00436613 0.00318035 0.0026353 0.00262625
internal_count=3910 2209 1701 1288 1125 976 1579 630
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=11
num_cat=0
split_feature=484 133 484 16 16 2 42 151 1 0
split_gain=8.55775e-05 6.49296e-05 6.79449e-05 0.000123427 0.000143518 0.00014657 5.65838e-05 7.66297e-05 7.61943e-05 0.000105965
threshold=-0.0043499999999999988 0.10681500000000001 0.08764000000000001 -0.014099999999999998 0.3935300000000001 0.092340000000000019 -1.0000000180025095e-35 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -8 9 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.00055600828923675269 -0.00047598282093078923 -0.00044519622556958907 -0.00040710806175561168 0.00017643751377938443 -0.00017920589190272587 0.0010316531923190311 -0.00036908087244866007 -0.00046882170800190571 0.00049970863922779523 0.00029013882182536807
leaf_weight=0.0010185335914754097 0.0010048600164842131 0.00100594226913073 0.0010377042760898328 0.0015398079577424559 0.0012686682789584862 0.0015420473067317936 0.0014214319122624166 0.0012398389390666643 0.0015804477893575516 0.0016465479753040432
leaf_count=612 585 472 331 379 292 242 215 124 255 403
internal_value=0 3.3731e-05 7.2959e-05 0.000117266 0.000375859 0.000604356 -4.59431e-05 2.74451e-05 0.000153627 -3.58704e-05
internal_weight=0 0.0132873 0.0122814 0.0112437 0.00435052 0.00308186 0.00689313 0.00588827 0.00446683 0.00288639
internal_count=3910 3298 2826 2495 913 621 1582 997 782 527
is_linear=0
shrinkage=0.00196078


Tree=4678
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 0 1 43 2
split_gain=2.8817e-05 4.63172e-05 5.19195e-05 9.48068e-05 5.11269e-05 4.70806e-05 5.46232e-05 5.65697e-05 4.60865e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 -0.06402999999999999 0.092550000000000007 -0.0037249999999999996 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.021237362380175158 -0.016419443077551225 0.019419153548947184 -0.014826792317963813 0.024557044574831904 -0.017755917195567832 0.019812552436736523 -0.022758319329192627 0.026965540260524064 -0.00031807643308699425
leaf_weight=0.0011261441951333278 0.0010055768248357329 0.0012489409145520743 0.0012175216986077299 0.001495354174579841 0.0017917550542789545 0.0011371659634280525 0.0010681452924476507 0.0010861775869515917 0.0014397734317984049
leaf_count=275 161 388 1289 130 692 161 282 223 309
internal_value=0 0.00122683 -0.000965898 0.00150583 -0.00294732 0.00151299 -0.00281189 0.00287954 0.0114141
internal_weight=0 0.011611 0.010362 0.00923589 0.00774054 0.00594878 0.00481162 0.00374347 0.00252595
internal_count=3910 3749 3361 3086 2956 2264 2103 1821 532
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 43 16
split_gain=2.34126e-05 4.40374e-05 5.36544e-05 5.33054e-05 5.5935e-05 6.54167e-05 0.000101513 6.00648e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 0.11260500000000001 -0.23071499999999998 -0.077944999999999987 -0.0037249999999999996 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.021355355206347366 -0.014817586481432969 0.016843692161520034 -0.022579595188721355 0.019835426662426978 -0.025444798207639393 0.017323772259253783 0.020056997368081954 -0.0085086728041386429
leaf_weight=0.0012478167421474118 0.001003001523788744 0.0015417052439990536 0.0010605685668763033 0.0013112721237242579 0.0015562308674108337 0.0019044387680788996 0.0015096058224468951 0.0014365656837904816
leaf_count=178 161 322 379 421 1281 611 272 285
internal_value=0 0.00110923 -0.00131014 0.00120579 -0.00198554 0.00178699 -0.0047848 0.00612826
internal_weight=0 0.0115682 0.0100265 0.00896593 0.00765466 0.00640684 0.0045024 0.00294617
internal_count=3910 3749 3427 3048 2627 2449 1838 557
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=9
num_cat=0
split_feature=11 51 42 2 3 4 16 3
split_gain=2.34956e-05 3.30708e-05 2.72349e-05 4.64653e-05 5.35877e-05 8.29309e-05 8.07502e-05 5.08401e-05
threshold=0.079700000000000007 0.090935000000000016 -0.088669999999999985 0.086545000000000025 -0.097604999999999983 -0.0031049999999999997 -0.114825 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 -4
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.011110576302739643 -0.014594342506460679 0.0153465252466067 -0.030345080422435583 0.023091913342346032 -0.019178417114597821 -0.0066408289106088068 0.027893964549101868 -0.0031030704849882192
leaf_weight=0.0015951850759419019 0.0010327827328371437 0.0014362174216223751 0.0010976400868017576 0.0010085814194466143 0.001784909775016213 0.0015441221152308448 0.0012057672125011601 0.001822552205321543
leaf_count=423 254 407 863 131 791 326 320 395
internal_value=0 0.00115169 -0.000875093 -0.00313411 0.0022437 -0.00239313 0.00850193 -0.0133428
internal_weight=0 0.011495 0.0100588 0.00846357 0.00554338 0.0045348 0.00274989 0.00292019
internal_count=3910 3656 3249 2826 1568 1437 646 1258
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=11
num_cat=0
split_feature=484 157 2 2 52 16 16 49 12 3
split_gain=0.000149418 6.42306e-05 6.03747e-05 8.66103e-05 6.62793e-05 6.47599e-05 9.68009e-05 4.66746e-05 0.000105487 0.000120448
threshold=-0.0043499999999999988 -0.072409999999999988 0.086545000000000025 0.090050000000000005 -0.081429999999999989 -0.055679999999999993 -0.089864999999999987 -0.0092149999999999992 0.089635000000000006 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -6 9 -9
right_child=1 2 3 4 7 -7 -8 8 -10 -11
leaf_value=-0.00070078251999080416 0.00044820234840876996 -0.00032262059090688177 0.00056618274102536025 0.00042997755688720698 -0.00037549554611114881 -0.00049646654834462523 0.0003896798875837549 0.00064584510079356775 -0.00036634921451857502 -0.00018842864371837169
leaf_weight=0.0011096914653001685 0.0013801561245898051 0.0016544639446954765 0.0013065951678899916 0.0012262370357970197 0.0014562044325894391 0.0015961458721487232 0.0013177633071495025 0.0014712136300352337 0.0016087103232091701 0.0012146452207417592
leaf_count=612 406 398 334 364 198 405 438 211 427 117
internal_value=0 4.62389e-05 3.07259e-06 0.000102876 1.61113e-05 -0.000177895 -6.81586e-06 -7.21374e-05 3.07254e-05 0.000268555
internal_weight=0 0.0142321 0.012852 0.00828361 0.00697701 0.00456837 0.00297223 0.00575077 0.00429457 0.00268586
internal_count=3910 3298 2892 1651 1317 1241 836 953 755 328
is_linear=0
shrinkage=0.00196078


Tree=4682
num_leaves=10
num_cat=0
split_feature=49 151 160 15 0 52 43 0 0
split_gain=1.92816e-05 9.06054e-05 5.85735e-05 7.06826e-05 6.52427e-05 6.06425e-05 6.59449e-05 6.46604e-05 2.00483e-05
threshold=-0.047894999999999993 -0.039414999999999999 0.041025000000000006 -0.11739999999999999 -0.10071499999999999 0.086635000000000004 -0.074254999999999988 -0.032484999999999993 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 8 6 -6 -7 -5
right_child=2 -3 -4 4 5 7 -8 -9 -10
leaf_value=0.030886066110106244 -0.01731478742994743 -0.0069949762284651279 -0.023498979006458146 0.010330869054347108 0.0026442206477693487 0.028678077000332172 -0.029732702342616154 -0.005374336001181884 0.029531932471800745
leaf_weight=0.0010176211790406758 0.0017573005338714287 0.0016636767019751228 0.0011399507701367146 0.0011430401982123095 0.0013921483524008741 0.0010496372679660738 0.0011477178182934856 0.0011896149042419663 0.0010372283644303972
leaf_count=250 509 255 438 163 527 714 881 80 93
internal_value=0 0.00738185 -0.00218233 0.00060542 0.00513041 -0.00140934 -0.0119863 0.0105875 0.0194655
internal_weight=0 0.0026813 0.00985664 0.00871669 0.00695939 0.00477912 0.00253987 0.00223925 0.00218027
internal_count=3910 505 3405 2967 2458 2202 1408 794 256
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=9
num_cat=0
split_feature=1 4 2 457 3 47 43 13
split_gain=2.12557e-05 4.99658e-05 3.72934e-05 4.1126e-05 7.37965e-05 4.60736e-05 2.98455e-05 2.08412e-05
threshold=0.085990000000000011 -0.082054999999999975 0.11462500000000002 0.041935000000000007 0.090325000000000003 0.09252500000000001 -0.077544999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -3 -1
right_child=2 6 -4 -5 -6 -7 -8 -9
leaf_value=-0.0043756181711262125 0.012450839357706814 -0.0019752446054501615 0.016142586982157939 0.015635087235467891 -0.026525151430497676 -0.012369183608547921 -0.023714481845562074 0.013530734264054335
leaf_weight=0.0012674919839206491 0.0019224678380235427 0.0010723017932923718 0.0017391655829763156 0.0012123754753090524 0.0011804728863780631 0.0012241416694208137 0.0015363377663802119 0.0013341917940236272
leaf_count=430 783 695 413 163 149 193 884 200
internal_value=0 -0.00499873 0.00336777 -0.000643009 -0.00520386 0.00279498 -0.0147784 0.00480709
internal_weight=0 0.00521032 0.00727862 0.00553946 0.00432708 0.00314661 0.00260864 0.00260168
internal_count=3910 2209 1701 1288 1125 976 1579 630
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=11
num_cat=0
split_feature=11 0 52 42 13 49 15 15 2 1
split_gain=2.01496e-05 3.15185e-05 5.56703e-05 5.42628e-05 8.08188e-05 6.12688e-05 8.81359e-05 8.02865e-05 7.09123e-05 9.07385e-05
threshold=0.079700000000000007 -0.017269999999999997 0.024145000000000003 0.091230000000000019 0.0024700000000000004 -0.073619999999999977 -0.0089749999999999986 0.084050000000000014 0.11203000000000002 0.091845000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 9 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.023569678284328942 -0.013536851713757715 0.028552559343362306 -0.0031908658597307026 0.015345932422774733 -0.031043656882981836 -0.018019282347644754 0.038314981400669204 -0.00075845316101051891 -0.026719607448425123 0.021680538048816603
leaf_weight=0.0010110558390133582 0.0010259040871299649 0.0010467846792638403 0.0011699806522599888 0.0015863355066015944 0.0010292911455093735 0.0010608284690704275 0.0010826324096121739 0.0010225661246805828 0.0011641497651129623 0.0012589966073018224
leaf_count=227 254 232 100 775 445 601 243 643 201 189
internal_value=0 0.001093 0.0117988 -0.00148214 -0.00498105 -0.000916644 0.00318119 0.0193357 -0.0065802 0.00352628
internal_weight=0 0.0114326 0.00221677 0.00921586 0.00762952 0.00660023 0.00558917 0.0021052 0.00348397 0.00231983
internal_count=3910 3656 332 3324 2549 2104 1877 886 991 790
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=10
num_cat=0
split_feature=15 51 47 1 3 16 133 43 3
split_gain=1.98664e-05 3.76319e-05 4.71898e-05 4.24468e-05 3.85146e-05 4.62599e-05 6.97275e-05 9.35752e-05 8.26013e-05
threshold=-0.24219999999999997 0.090935000000000016 0.080860000000000015 0.10786000000000001 0.10666500000000002 0.15737500000000001 0.065880000000000008 -0.0037249999999999996 -0.077689999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.013317496781303352 -0.031541917439116239 0.014998425784472089 -0.03092643614684111 -0.0042265988407354177 0.017195650953542078 -0.021311162178643216 0.019762712860918318 0.022598321524579319 -0.011400684198340477
leaf_weight=0.0010133361959991398 0.0010315550428276537 0.0012606951135568272 0.001025285940842763 0.0014201887041843109 0.0011745665845084383 0.0010865576585194457 0.0014845680920957524 0.0012737202251854392 0.0016278413553068413
leaf_count=317 766 423 277 144 126 372 899 362 224
internal_value=0 -0.00129413 -0.00332291 -0.0154207 0.000529891 -0.00247969 0.0012971 -0.0056728 0.00352411
internal_weight=0 0.011385 0.0101243 0.00244547 0.00767881 0.00650424 0.00541768 0.00393312 0.00290156
internal_count=3910 3593 3170 421 2749 2623 2251 1352 586
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=8
num_cat=0
split_feature=1 0 133 49 15 52 0
split_gain=2.17791e-05 3.98651e-05 4.40069e-05 3.58692e-05 5.53237e-05 8.54321e-05 3.38788e-05
threshold=0.085990000000000011 -0.083674999999999986 1.0000000180025095e-35 -0.047309999999999998 -0.017214999999999998 -0.072349999999999984 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=-0.0161129364535747 0.015873169474860262 0.011853747985520267 -0.012108114263077924 -0.031804697364970914 0.016308595808076459 -0.0065857697328060225 0.015231533398380523
leaf_weight=0.0019967260976995011 0.0017594515439792405 0.0018520762106524673 0.0013075393493307958 0.0010059764967868161 0.0014329453413351777 0.0018357683896106946 0.0011624364457080909
leaf_count=1178 333 484 547 183 613 217 355
internal_value=0 -0.00505221 0.00193764 0.00346253 -0.000553548 -0.00658787 0.00187303
internal_weight=0 0.00515634 0.00315962 0.00719658 0.00543713 0.00400418 0.0029982
internal_count=3910 2209 1031 1701 1368 755 572
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=13
num_cat=0
split_feature=484 133 40 484 159 15 2 42 15 43 1 1
split_gain=0.000131425 5.46543e-05 0.000102029 5.62845e-05 7.32538e-05 9.62653e-05 0.000156005 0.000117209 0.000169286 7.5619e-05 6.88066e-05 0.000121024
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.088000000000000009 0.073745000000000019 -0.11739999999999999 0.10393500000000001 0.083215000000000011 0.024640000000000006 -0.082484999999999989 0.095350000000000018 0.086720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 10 -9 11 -7
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 -12 -13
leaf_value=-0.00067664713270480835 0.00067464840802014699 -0.00039341814499819773 -0.00047347177347806208 -0.00041926889311170421 0.00054405490619494382 0.00055008488368708797 -0.00043387250000944815 0.00096932377047248932 -0.00064993556650120893 0.00026045230949748785 0.00068390377294725506 -0.0003953853228594133
leaf_weight=0.0010555701934951483 0.0010096615301996804 0.001027911975285665 0.0013517718766140408 0.0010025192690080583 0.0011074615636241401 0.0010037419088738649 0.0017182570508932999 0.0010590880511675733 0.0010445146273805814 0.0012751983514456538 0.0010072140931531009 0.0010812099046952073
leaf_count=612 243 472 255 300 316 139 377 152 459 447 67 71
internal_value=0 4.14053e-05 7.67084e-05 2.48916e-05 6.67079e-05 1.13003e-05 9.13203e-05 0.000230776 3.25428e-05 0.000582074 0.00026308 5.97849e-05
internal_weight=0 0.0136886 0.0126606 0.011651 0.0106485 0.009541 0.00818922 0.00647097 0.00413668 0.00233429 0.00309217 0.00208495
internal_count=3910 3298 2826 2583 2283 1967 1712 1335 736 599 277 210
is_linear=0
shrinkage=0.00196078


Tree=4688
num_leaves=10
num_cat=0
split_feature=159 1 2 16 16 2 0 16 16
split_gain=2.22542e-05 3.81802e-05 5.17273e-05 5.29467e-05 7.36938e-05 4.66915e-05 5.64062e-05 5.8362e-05 4.96457e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086545000000000025 -0.089864999999999987 -0.055679999999999993 0.113945 -0.17106499999999999 -0.014099999999999998 0.16388500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -4 -8 -9
right_child=1 -3 5 4 -6 -7 7 8 -10
leaf_value=-0.013293188971669388 -0.027835852421320941 0.019318298839583779 0.02923618153576792 0.017030205854191776 -0.019015728883172728 -0.011032320078316565 -0.010852572712165878 0.029397012953156415 0.00075189391029909175
leaf_weight=0.0011571710855823687 0.0011722487106811427 0.0010614404330982633 0.0010880486240525964 0.0010933465400479409 0.001178556764011703 0.0015010050126926964 0.0016592878449256461 0.0010855323929939993 0.0013668854708310631
leaf_count=633 311 298 91 445 442 374 688 339 289
internal_value=0 0.00127302 -0.000615018 -0.010575 -0.00166873 0.00450433 0.00898927 0.00363149 0.0134313
internal_weight=0 0.0112064 0.0101449 0.00344415 0.0022719 0.00670076 0.00519975 0.00411171 0.00245242
internal_count=3910 3277 2979 1198 887 1781 1407 1316 628
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=12
num_cat=0
split_feature=484 133 0 133 160 1375 4 2 42 2 2
split_gain=0.00012859 5.38499e-05 8.83883e-05 6.42163e-05 9.25459e-05 7.17307e-05 7.74422e-05 0.000144977 0.000100505 6.52494e-05 4.18598e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -0.090054999999999982 -0.080184999999999992 -1.0000000180025095e-35 0.25367000000000006 0.10393500000000001 0.088235000000000022 1.0000000180025095e-35 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 -7 -11
right_child=1 -3 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=-0.00066980710113325294 -0.00040301237973063833 -0.00039119685102384548 0.00062354645158910226 -0.00033508978636134269 -0.00030304800367971006 -0.00025231767030260027 0.00059993555911263456 -0.00049484299239286515 0.00074403285689671715 0.00059504166763039241 3.6823852933245377e-05
leaf_weight=0.0010457286981366025 0.0011855383346563398 0.0010124806455823173 0.0010497119457601916 0.0017285183613520274 0.0011094449991431773 0.0012611903017106948 0.0016939855822564083 0.0011650984913168351 0.001289016115858712 0.0010246104324179808 0.0010414291482007008
leaf_count=612 486 472 70 559 82 207 321 341 214 331 215
internal_value=0 4.37932e-05 7.88904e-05 2.91696e-05 7.88499e-05 0.000162195 0.000231244 0.000123214 0.000279206 9.91259e-05 0.000313661
internal_weight=0 0.013561 0.0125485 0.0114988 0.0103133 0.00858478 0.00747533 0.00578134 0.00461625 0.00332723 0.00206604
internal_count=3910 3298 2826 2756 2270 1711 1629 1308 967 753 546
is_linear=0
shrinkage=0.00196078


Tree=4690
num_leaves=9
num_cat=0
split_feature=43 15 4 1 42 3 3 4
split_gain=2.02796e-05 4.86814e-05 6.02412e-05 3.81763e-05 5.89655e-05 3.35179e-05 5.69731e-05 4.45448e-05
threshold=-0.053009999999999995 -0.052074999999999989 -0.084009999999999987 0.11849500000000002 0.078965000000000021 -0.089604999999999976 0.084925000000000014 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -8
right_child=3 2 -4 -5 -6 6 7 -9
leaf_value=0.019048439867609523 0.013739161500688305 0.013623669693328296 -0.016262604146531443 0.013957917207784935 -0.028241664341350354 -0.024246803782533459 0.011638782199884535 -0.010791274898092793
leaf_weight=0.0016341707304413735 0.0010949845185843528 0.0012285714631012799 0.0014953631132669349 0.0011300576197805787 0.0010061784383836488 0.0012255907251129605 0.0018263343480164063 0.0017185210204835877
leaf_count=852 278 316 630 267 718 522 181 146
internal_value=0 0.00540316 -0.00278305 -0.00307487 -0.00587597 -0.00203927 -0.00566098 0.000764848
internal_weight=0 0.00435811 0.00272393 0.00800167 0.00687161 0.00586543 0.00477045 0.00354486
internal_count=3910 1798 946 2112 1845 1127 849 327
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=8
num_cat=0
split_feature=159 4 0 48 15 3 42
split_gain=2.08729e-05 3.03383e-05 3.17168e-05 6.9658e-05 4.61304e-05 4.16881e-05 5.69766e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.14867499999999997 0.081315000000000012 -0.017214999999999998 -0.060719999999999989 0.085465000000000013
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=-0.012866852098953436 -0.012204793805081654 0.015735743281736349 -0.016574100998139395 0.021840075390061057 -0.017070383688618181 0.014321291301649134 0.010877997839351845
leaf_weight=0.0011564832102344382 0.0019097362966043535 0.0012794780966070866 0.0016783271577591064 0.0014655167322971631 0.0016519513640984704 0.001877764521952487 0.0013061820292452613
leaf_count=633 197 412 554 542 868 206 498
internal_value=0 0.00124605 -0.000628596 0.00214185 -0.00228969 0.0026678 -0.0047296
internal_weight=0 0.011169 0.00988948 0.00797974 0.00651423 0.0048359 0.00295813
internal_count=3910 3277 2865 2668 2126 1572 1366
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=11
num_cat=0
split_feature=484 133 133 3 3 15 3 16 52 0
split_gain=0.000104889 6.33363e-05 6.92678e-05 7.87112e-05 0.000155331 8.36715e-05 8.16917e-05 8.63777e-05 6.63464e-05 0.000206254
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 -1.0000000180025095e-35 -0.057849999999999992 -0.19424999999999998 -0.074484999999999982 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 -8 -9 -10
right_child=1 -3 -4 4 6 -7 7 8 9 -11
leaf_value=-0.00061215914709924471 0.00073216709474572823 -0.00042921345311829995 0.00044243157733275199 -0.00072168429283821906 0.00052406887432240683 -1.2426055659713551e-06 -0.0004817543647968295 -0.00020052911459999978 0.00096387126509514358 -0.00015205451955891623
leaf_weight=0.00104079176185986 0.0010814140652768171 0.0010480729568854265 0.0016846537227722799 0.0012198825279316362 0.0011105301635299415 0.0013380419079163375 0.00139879395285155 0.0019626584092191221 0.0010289029476730524 0.0016708845101056076
leaf_count=612 164 472 523 851 322 208 235 260 64 199
internal_value=0 3.37758e-05 7.26087e-05 1.49806e-05 -7.48549e-05 0.000326566 3.51675e-05 -5.44081e-05 7.38012e-05 0.000273231
internal_weight=0 0.0135438 0.0124958 0.0108111 0.00839165 0.00241946 0.00717177 0.00606124 0.00466245 0.00269979
internal_count=3910 3298 2826 2303 1931 372 1080 758 523 263
is_linear=0
shrinkage=0.00196078


Tree=4693
num_leaves=11
num_cat=0
split_feature=484 39 52 150 4 160 12 0 3 16
split_gain=0.000141895 6.16018e-05 7.66168e-05 6.3871e-05 9.57059e-05 5.65463e-05 6.68965e-05 0.000103422 0.000114732 7.4412e-05
threshold=-0.0043499999999999988 0.096775000000000014 -0.048794999999999991 0.086420000000000011 -0.032604999999999995 -1.0000000180025095e-35 0.091555000000000011 -0.10209999999999998 -0.078884999999999997 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -7 -9 -8
right_child=1 -3 5 -5 -6 6 9 8 -10 -11
leaf_value=-0.00069820911506549878 2.3699160946057096e-06 -0.00041843973258167002 -0.00041290672590497902 -4.8071873568075923e-05 0.00075475082856653894 -0.00022170899610201789 0.0001819191910459811 1.2872027555070264e-05 0.00074635691379757905 -0.00051516117737802002
leaf_weight=0.0010525770750231421 0.0010350808463717455 0.0010048598939340738 0.0012073937883600901 0.0013259831171534633 0.0017472756573701192 0.0016702491056316744 0.0010148155662829811 0.0016483724176009486 0.001631323512950607 0.0014023465024828033
leaf_count=612 350 193 605 136 423 222 103 623 175 468
internal_value=0 4.88827e-05 8.59086e-05 0.000306077 0.000474853 -1.95816e-05 4.48803e-05 0.000175448 0.000377708 -0.000222501
internal_weight=0 0.0136877 0.0126828 0.00410834 0.00278236 0.0085745 0.00736711 0.00494995 0.0032797 0.00241716
internal_count=3910 3298 3105 909 773 2196 1591 1020 798 571
is_linear=0
shrinkage=0.00196078


Tree=4694
num_leaves=12
num_cat=0
split_feature=484 41 15 12 160 160 13 52 3 2 1
split_gain=0.000133313 7.26367e-05 9.53644e-05 8.8641e-05 8.90338e-05 8.42645e-05 9.01628e-05 0.000114079 7.34617e-05 6.42722e-05 6.99564e-05
threshold=-0.0043499999999999988 0.075585000000000013 -0.106555 0.10595000000000002 0.087260000000000018 -0.082234999999999989 -0.083514999999999992 0.089525000000000007 0.090325000000000003 0.085255000000000011 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -7 9 -2 10 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00067244186403854467 0.00083205601411959933 -0.00045156715227425321 -0.00034179533061942983 -0.00052796928390317895 -0.00033990058373791193 0.00065182744410771556 0.00055165501161587858 0.00066904470315636412 0.000123993311847265 -0.00030313338311722509 -0.00013781761926524969
leaf_weight=0.0010648957937670718 0.0010514595915122609 0.0010393135896089442 0.0011237169121224109 0.0010614419976827877 0.0016887457649504235 0.0015593582061010601 0.0010699250552011195 0.0011247964817240044 0.0012135325731760676 0.0018797007596663626 0.0012007634794313168
leaf_count=612 379 193 457 252 207 378 345 201 145 564 177
internal_value=0 4.72029e-05 8.71598e-05 9.84448e-06 6.90191e-05 0.000155792 0.000237604 0.000115158 0.000452692 -3.49502e-05 0.000187055
internal_weight=0 0.0140128 0.0129734 0.0107084 0.00964701 0.00795826 0.00683454 0.00527519 0.00226499 0.00415039 0.00227069
internal_count=3910 3298 3105 2581 2329 2122 1665 1287 524 1086 522
is_linear=0
shrinkage=0.00196078


Tree=4695
num_leaves=10
num_cat=0
split_feature=4 0 157 16 15 160 12 42 15
split_gain=2.42831e-05 4.85225e-05 3.56692e-05 6.35398e-05 5.69243e-05 5.21588e-05 5.36463e-05 7.98601e-05 7.11816e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.077534999999999979 -0.055679999999999993 -0.064869999999999983 0.086110000000000006 0.090480000000000019 0.083725000000000008 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.014953100550037566 0.016311493823607616 0.020558365125288035 -0.015620947660301705 -0.032965755561548606 -0.0043025465174207 -0.016238002997892003 -0.01016294582361252 0.037446994113142215 0.017447165864642605
leaf_weight=0.0010092593597382351 0.0010696830766372791 0.0011660815356744113 0.0010736092018846413 0.0011089161758718303 0.0018467093755430981 0.0011736898641831889 0.0013195836047158746 0.0010015643863115903 0.0016535126239971669
leaf_count=192 395 223 167 506 699 166 633 445 484
internal_value=0 0.00122959 -0.00096992 -0.00298414 -0.0150566 0.00275069 0.00716543 0.013298 0.00442896
internal_weight=0 0.0114133 0.0102473 0.00917759 0.00295563 0.00622196 0.00504827 0.00372869 0.00272712
internal_count=3910 3718 3495 3100 1205 1895 1729 1096 651
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=9
num_cat=0
split_feature=1 4 3 3 49 15 52 0
split_gain=2.13503e-05 3.08579e-05 4.05814e-05 6.66716e-05 3.03712e-05 4.03106e-05 7.19114e-05 2.9275e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.084129999999999996 -0.057849999999999992 -0.047309999999999998 -0.017214999999999998 -0.072349999999999984 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6 -8
right_child=4 2 3 -5 5 -7 7 -9
leaf_value=0.0053976837569101174 0.014777032202499794 -0.025786402384311864 0.01448314047101882 -0.020725031107298137 -0.028585641938723427 0.014076117123893389 -0.0069486151505078145 0.012863277312800217
leaf_weight=0.0018397411154709754 0.0017789876009857899 0.0011647367330423061 0.001107483709884748 0.0010456572742411157 0.0010049672742554433 0.0014394252217926756 0.001592945832474412 0.0014025149401498786
leaf_count=146 334 896 941 217 184 619 204 369
internal_value=0 -0.0049898 -0.0107496 -0.00261545 0.00343465 -0.00027463 -0.00543828 0.00232758
internal_weight=0 0.00515762 0.00331788 0.00215314 0.00721884 0.00543985 0.00400043 0.00299546
internal_count=3910 2200 2054 1158 1710 1376 757 573
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=9
num_cat=0
split_feature=15 15 43 16 13 16 1 1
split_gain=2.20888e-05 2.76926e-05 4.12918e-05 4.45034e-05 4.70689e-05 7.59438e-05 9.81536e-05 0.000136033
threshold=-0.24219999999999997 -0.10981499999999998 -0.17307499999999998 0.15737500000000001 -0.09547499999999999 -0.19424999999999998 0.095575000000000007 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=0.014072380501597906 -0.01481125899841693 0.015315824750557053 0.020018708367069 -0.01568121287808821 -0.02432758275256602 0.011724891312132252 0.030409406210148676 -0.031549617100724604
leaf_weight=0.0010137054530069091 0.0013440288891808346 0.0015790500849034396 0.001148106240283722 0.0019201888008085269 0.0012103693496366584 0.0018911518053912396 0.0010589472157274201 0.0011794365891561729
leaf_count=317 339 231 271 526 172 1391 278 385
internal_value=0 -0.00133526 0.000478264 -0.00230821 0.00164965 -0.00229978 0.00415658 -0.00489718
internal_weight=0 0.0113313 0.00998725 0.0084082 0.00648801 0.0053399 0.00412954 0.00307059
internal_count=3910 3593 3254 3023 2497 2226 2054 1776
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=9
num_cat=0
split_feature=159 1 484 2 12 3 16 1
split_gain=2.10954e-05 3.00605e-05 4.31701e-05 6.11819e-05 6.63671e-05 7.77545e-05 3.78661e-05 2.9994e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.084225000000000008 0.086545000000000025 0.091555000000000011 0.10666500000000002 -0.078844999999999985 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 7 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.012914316548000439 -0.0047016591228260188 0.01737565556228499 0.017390767096597828 0.0099842101342650369 -0.013685074410110843 -0.012769371688690877 -0.027568200517624705 0.030081215891858599
leaf_weight=0.0011572691465716141 0.0016771341640194793 0.0010498033968282883 0.0012009996668888067 0.0018927271693915991 0.0016952417995409925 0.0011283255579252749 0.0012745224110451837 0.0012221474314735156
leaf_count=633 602 298 317 538 634 144 514 230
internal_value=0 0.00127093 -0.00040449 -0.00280852 0.00304012 0.00972216 -0.0145754 0.0178694
internal_weight=0 0.0111409 0.0100911 0.0088901 0.00593844 0.0042432 0.00295166 0.00311487
internal_count=3910 3277 2979 2662 1546 912 1116 768
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=11
num_cat=0
split_feature=4 133 15 1 3 1 1 16 1 16
split_gain=1.99697e-05 4.12718e-05 4.59503e-05 4.0575e-05 4.82698e-05 3.80335e-05 6.63544e-05 6.34082e-05 5.59003e-05 1.81509e-05
threshold=-0.49269499999999994 0.091290000000000024 0.090505000000000016 1.0000000180025095e-35 -0.10315499999999998 0.11097000000000001 0.094485000000000013 -0.088144999999999987 0.12293500000000002 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 7 -6 -7 -2
right_child=1 -3 -4 4 5 8 -8 -9 -10 -11
leaf_value=-0.013567963810460361 -0.02053472985374942 0.018761252898297297 -0.020068945405931755 0.023697674948252086 0.01448078275880014 -0.026349167985127514 0.024762714031387457 -0.020205495896893529 0.005421183863917392 -0.0016897469760471216
leaf_weight=0.0010043945378714189 0.0010018112271372734 0.0011897903044353923 0.0011158090976433636 0.0011625495090544684 0.0010259661865324203 0.0010041761430775362 0.0013967233061329496 0.0010837088556406621 0.001234884310362885 0.0010434433996313825
leaf_count=192 717 743 471 230 100 187 254 256 257 503
internal_value=0 0.00114802 -0.00093321 0.0014516 0.00511459 0.00135444 0.00785609 -0.00333705 -0.00882722 -0.0109204
internal_weight=0 0.0112589 0.0100691 0.00895326 0.00690801 0.00574546 0.0035064 0.00210968 0.00223906 0.00204525
internal_count=3910 3718 2975 2504 1284 1054 610 356 444 1220
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=12
num_cat=0
split_feature=484 133 52 16 1 133 48 52 0 0 0
split_gain=9.78436e-05 7.2639e-05 6.9173e-05 0.000120888 7.5759e-05 0.00012676 9.19901e-05 0.000105032 7.37572e-05 4.60555e-05 3.3888e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.37613999999999997 0.18936500000000003 1.0000000180025095e-35 0.083815000000000014 0.087945000000000009 -0.021309999999999996 -0.10575999999999998 -0.19631499999999999 -0.082709999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 7 -6 -9 -8 -4
right_child=1 -3 3 -5 6 -7 9 8 -10 -11 -12
leaf_value=-0.00059653114692032841 -0.00041262706308140131 -0.00046835085317805796 -0.00075887770025192375 0.00063534191887336736 0.00079548909958765846 0.00030679071350165824 -0.00045860116357486074 0.00041798968369289571 -0.00016303664724389471 0.00011583014174562984 -0.00025073465880655804
leaf_weight=0.0010155190503028993 0.0010240533483128885 0.0010208169670005091 0.0010137664367309042 0.0015145148735084208 0.0012640744278333469 0.0011628426377049308 0.0010962277991429792 0.0017093170532663433 0.0016516205719676437 0.0010511858692807642 0.001004609410426825
leaf_count=612 340 472 541 149 230 268 61 211 496 194 336
internal_value=0 3.45521e-05 7.56475e-05 0.000119248 4.07209e-05 -0.000208871 0.000157962 0.000313677 0.000132464 -0.00017741 -0.000505959
internal_weight=0 0.013513 0.0124922 0.0114682 0.00995364 0.00318122 0.00677243 0.00462501 0.00336094 0.00214741 0.00201838
internal_count=3910 3298 2826 2486 2337 1145 1192 937 707 255 877
is_linear=0
shrinkage=0.00196078


Tree=4701
num_leaves=9
num_cat=0
split_feature=11 43 15 4 52 12 16 0
split_gain=2.46846e-05 2.74889e-05 7.99921e-05 6.66733e-05 3.76593e-05 4.73344e-05 7.58918e-05 6.38016e-05
threshold=0.079700000000000007 -0.053009999999999995 -0.053579999999999996 -0.084009999999999987 -0.074484999999999982 0.089995000000000006 -0.19424999999999998 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 -8
right_child=-2 4 3 -5 5 -7 7 -9
leaf_value=0.027478116805449107 -0.014999953522287238 -0.015736976145795414 0.016103826721461028 -0.016402284675655486 -0.013200549836283061 -0.016480957779879603 0.034588934707789371 0.0044482027412297799
leaf_weight=0.0013754148774753451 0.0010142469120995859 0.0016311340047450457 0.0011087147805316745 0.0014644099128364484 0.0013978105669461933 0.0011628111908819159 0.0010727893151495347 0.0020336020703526788
leaf_count=805 254 336 278 634 254 562 78 709
internal_value=0 0.00128891 0.00801023 -0.00239597 -0.00234754 0.00150633 0.00614996 0.0148573
internal_weight=0 0.0112467 0.00394854 0.00257312 0.00729815 0.00566701 0.0045042 0.00310639
internal_count=3910 3656 1717 912 1939 1603 1041 787
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=12
num_cat=0
split_feature=484 133 484 42 133 160 52 15 2 4 52
split_gain=0.000136879 7.55165e-05 8.83553e-05 0.000101166 8.97241e-05 9.32583e-05 0.000117777 0.000140518 0.000122239 9.65796e-05 8.46592e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.08764000000000001 -0.090359999999999982 0.083815000000000014 0.086110000000000006 -0.048794999999999991 -0.10469999999999999 0.10679500000000001 0.05309500000000001 0.087465000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 10 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00070722337304690553 -0.00037870964822189166 -0.00047767658129787329 -0.00046501887902119956 0.00065021554571829455 0.00065762908601769228 -0.00034958487279036765 -0.00047085824013662282 -0.00015187148608026494 -0.00032781842586927182 0.00094240698235255283 0.00061908616743247113
leaf_weight=0.0010269240716676816 0.001345498876886223 0.0010210819146079303 0.0010598080414515989 0.0017597720024754597 0.0013830664976502765 0.0013704359564049827 0.0013947914952552945 0.0011734357069946514 0.0010700338492025795 0.0010016221440671451 0.0010267858920358132
leaf_count=612 331 472 331 463 365 124 222 422 154 99 315
internal_value=0 3.51622e-05 7.67705e-05 0.00012659 0.000193376 0.000120385 0.000207111 6.9506e-05 0.000245938 0.000437683 0.000207914
internal_weight=0 0.0136063 0.0125853 0.0115254 0.0101799 0.00879688 0.00742644 0.00566667 0.00427188 0.00320184 0.00220022
internal_count=3910 3298 2826 2495 2164 1799 1675 1212 990 836 737
is_linear=0
shrinkage=0.00196078


Tree=4703
num_leaves=12
num_cat=0
split_feature=484 133 16 52 42 0 151 1 0 157 12
split_gain=0.000111214 7.72864e-05 9.59175e-05 0.000137545 7.19207e-05 7.10824e-05 6.45568e-05 0.000120862 0.000115306 6.29015e-05 9.52619e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.014099999999999998 -0.27466499999999994 -1.0000000180025095e-35 0.10302000000000001 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.062539999999999984 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 9 -6 8 -8 -5 -11
right_child=1 -3 3 5 6 -7 7 -9 -10 10 -12
leaf_value=-0.00062008427788659169 -0.00053682233582666222 -0.00047649543484319526 -0.00034819020033849374 0.00068375372394897038 -0.00031413810469462151 0.00087832469712365805 -0.00053771585018035962 0.00053746938122694536 0.00022398791876034342 -0.00030172404813942681 0.00051892192540508187
leaf_weight=0.0010759781337961937 0.0010702983537886172 0.0010550758562530892 0.0010814986113696582 0.0010538316409615446 0.0017311917719383162 0.0010475738493944137 0.0013465310795603149 0.0017592704710965275 0.0017664300952785976 0.001110568750747983 0.0010656955797897594
leaf_count=612 600 472 346 258 231 76 138 300 447 219 211
internal_value=0 3.3934e-05 7.52558e-05 0.000276541 -6.53179e-05 0.000434489 1.11046e-05 0.000126669 -0.000105492 0.000290545 0.000100138
internal_weight=0 0.014088 0.0130329 0.00535917 0.00767372 0.00427767 0.00660342 0.00487223 0.00311296 0.0032301 0.00217626
internal_count=3910 3298 2826 1110 1716 764 1116 885 585 688 430
is_linear=0
shrinkage=0.00196078


Tree=4704
num_leaves=10
num_cat=0
split_feature=11 13 39 0 2 42 15 0 0
split_gain=2.03501e-05 2.66885e-05 6.35266e-05 6.74722e-05 6.22979e-05 5.0051e-05 5.523e-05 5.94664e-05 4.8831e-05
threshold=0.079700000000000007 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 0.099990000000000009 0.090240000000000015 -0.074174999999999977 -0.10783 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3 -8
right_child=-2 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0065412633477004269 -0.013602854442873678 -0.005440424924667839 0.021145601407452506 -0.024247066944777282 0.024881605647866359 0.020232779414319085 -0.00098334674838012194 0.024415447434509956 -0.030196892560370926
leaf_weight=0.0011853152781519706 0.0010197883658629838 0.0019155100878534004 0.0010879051348287351 0.0014325332822034314 0.0013489764418923558 0.0010071353322419051 0.0011312434673844713 0.0010236468617997674 0.0011577531225233628
leaf_count=314 254 178 366 331 210 575 134 453 1095
internal_value=0 0.00114763 -0.00146813 -0.00467655 0.0101848 -0.000180296 -0.00411261 0.00495775 -0.0157593
internal_weight=0 0.01129 0.00875573 0.00766782 0.00253429 0.00623529 0.00522815 0.00293916 0.002289
internal_count=3910 3656 3132 2766 524 2435 1860 631 1229
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=12
num_cat=0
split_feature=484 4 16 403 160 52 2 2 2 12 16
split_gain=0.000162482 6.49882e-05 5.9556e-05 5.39057e-05 6.02715e-05 7.10612e-05 9.51119e-05 0.000104524 6.84253e-05 8.40161e-05 5.16699e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.38486499999999996 0.088015000000000024 -0.083654999999999993 0.10433000000000002 0.087005000000000013 0.092175000000000021 0.081110000000000015 0.092150000000000024 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 9 -6 -9
right_child=1 -3 3 -5 5 -7 7 10 -10 -11 -12
leaf_value=-0.00074997512255360946 -0.00043217289463408717 0.00038868125883203923 -0.00034093197773646606 -0.00036620160699636612 -0.00016635460685764781 0.00059704383131083561 -0.00069010083375923073 0.0002785200444191753 0.00065072301442340797 0.0005390027736435905 -0.00028424909746812069
leaf_weight=0.0010682801602454753 0.0011537459534705389 0.0018224635858814465 0.0011438531196974128 0.0011487174779042939 0.0017029761231519042 0.0011279393731051385 0.0010273324151073302 0.0015364781743990134 0.0012838846362480017 0.0010492515038242403 0.0010599562191234407
leaf_count=612 126 447 494 280 324 153 320 318 347 200 289
internal_value=0 4.32481e-05 -8.20953e-06 3.59357e-05 8.24477e-05 0.000137556 6.98954e-05 -0.000160693 0.000276926 0.000102554 4.87778e-05
internal_weight=0 0.0140566 0.0122341 0.0110804 0.00993167 0.00878782 0.00765988 0.00362377 0.00403611 0.00275223 0.00259643
internal_count=3910 3298 2851 2725 2445 1951 1798 927 871 524 607
is_linear=0
shrinkage=0.00196078


Tree=4706
num_leaves=10
num_cat=0
split_feature=15 15 156 151 12 16 16 2 12
split_gain=2.14936e-05 3.01718e-05 3.32596e-05 5.4872e-05 7.08696e-05 0.000103234 0.000147501 5.31128e-05 3.26737e-05
threshold=-0.24219999999999997 -0.10981499999999998 0.084330000000000016 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 0.0063350000000000012 0.088585000000000011 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -6 -9
right_child=1 2 -4 4 7 6 -8 8 -10
leaf_value=0.013844535347579507 -0.015422746958170098 0.023918804921584852 -0.016114680088236029 -0.031554209333336178 0.022939546655789608 0.023279358577025046 -0.023565643774540519 0.011864420257687943 -0.013301572388866218
leaf_weight=0.0010173493719701715 0.0013392760597756544 0.0010600607407744564 0.0010674359482939202 0.001390008507789307 0.0016650633239373627 0.001477274086849693 0.0012332961256631345 0.0010042497783939201 0.0010609275270384499
leaf_count=317 339 375 464 306 774 397 176 384 378
internal_value=0 -0.00133097 0.000564211 0.00256667 -0.000323773 -0.00939722 0.00196511 0.00965049 -0.00106391
internal_weight=0 0.0112976 0.00995832 0.00889088 0.00783082 0.00410058 0.00271057 0.00373024 0.00206518
internal_count=3910 3593 3254 2790 2415 879 573 1536 762
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=11
num_cat=0
split_feature=484 159 160 133 42 43 43 3 15 0
split_gain=7.92874e-05 5.23736e-05 4.63909e-05 8.30093e-05 6.20339e-05 8.70422e-05 6.70399e-05 0.000159007 0.000143768 6.20856e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 -0.090359999999999982 0.0016850000000000001 -0.074254999999999988 -0.078669999999999976 -0.0039399999999999991 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 -8
right_child=1 -3 3 4 5 -7 8 -9 -10 -11
leaf_value=-0.00052257685154086047 -0.00035522008351173345 0.00039604421579053975 -0.00048490407170445745 -0.00031153549243861332 -7.6626952694966625e-05 0.00060614525467939421 -0.00014593557935791251 0.00091937622254237186 -0.00073329788369890002 0.00043304757027233824
leaf_weight=0.0010668496057736543 0.0013208410399278342 0.001370204837277505 0.0010561941020820866 0.0012412024453930448 0.0015946764611496364 0.001385798041195309 0.0015152326948569272 0.0010043736289356087 0.0010136712286523278 0.0013433536304107499
leaf_count=627 529 400 400 235 358 237 104 223 548 249
internal_value=0 3.37179e-05 -9.54543e-06 3.5418e-05 9.58206e-05 0.000160171 6.46683e-05 0.000308267 -9.88347e-05 0.00012615
internal_weight=0 0.0128455 0.0114753 0.0101545 0.00909831 0.00785711 0.00647131 0.00259905 0.00387226 0.00285859
internal_count=3910 3283 2883 2354 1954 1719 1482 581 901 353
is_linear=0
shrinkage=0.00196078


Tree=4708
num_leaves=10
num_cat=0
split_feature=50 4 12 156 3 16 52 15 15
split_gain=2.25406e-05 4.41663e-05 5.19324e-05 5.11322e-05 6.95722e-05 8.19044e-05 0.000125732 7.76578e-05 8.37187e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.082150000000000015 0.097615000000000021 0.22945500000000005 0.090300000000000005 0.085120000000000015 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.022194051935505141 -0.013637918975530409 0.01903499221963614 0.011763529546779984 -0.019497734379399424 0.021580858373043077 0.025095142705526503 -0.037720844784079187 0.024044528271020202 -0.022152741115977027
leaf_weight=0.0010312356167877243 0.0011146166671157547 0.001244350901154853 0.0013304831201365562 0.0010250712350320665 0.0017891770501710091 0.0010140391362907881 0.001004435125701828 0.0011315245882860159 0.0016066461048161371
leaf_count=270 689 396 211 452 115 277 547 405 548
internal_value=0 0.00127496 -0.000950005 0.00151114 0.00424537 -0.000850015 -0.00603609 0.00178598 -0.00678909
internal_weight=0 0.011177 0.00993261 0.00890138 0.00787631 0.00608713 0.00507309 0.00406865 0.00293713
internal_count=3910 3221 2825 2555 2103 1988 1711 1164 759
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=12
num_cat=0
split_feature=484 474 2 2 52 2 16 47 15 49 52
split_gain=0.00013423 6.19329e-05 6.17017e-05 8.8291e-05 7.65049e-05 6.3507e-05 6.31322e-05 6.46467e-05 5.82096e-05 7.45193e-05 3.54646e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086650000000000019 0.080080000000000012 -0.081429999999999989 0.090815000000000021 -0.078844999999999985 0.094160000000000008 -0.10312999999999999 -0.0019649999999999997 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 -2 -8 -7 -10 -11
right_child=1 -3 4 -5 5 8 7 -9 9 10 -12
leaf_value=-0.00068994399164687339 0.00029833385821985555 0.00048507733271203521 0.00051310964505730627 -0.00068172323735732636 0.00041918392323908225 0.00023626977624414071 -0.00058193235227243232 0.00011091460118413346 -0.00064974709769862241 -0.00023386849405248163 0.00023917361377327577
leaf_weight=0.0010185322717768648 0.0013835397316211188 0.0011422581716214785 0.0014865059385142593 0.0010232537407370043 0.0012300076417982829 0.0015795031209795158 0.0010570961285693917 0.0010148186942883219 0.0010664160644798366 0.0014146116596869714 0.0010704019468558801
leaf_count=612 353 318 442 487 362 284 343 86 163 233 227
internal_value=0 4.8296e-05 7.81976e-06 -0.000175814 0.000112623 1.90328e-05 -2.60005e-05 -0.000242578 -7.68931e-05 -0.000216173 -3.0109e-05
internal_weight=0 0.0134684 0.0123262 0.00447871 0.00784745 0.00636094 0.00345545 0.00207191 0.00513093 0.00355143 0.00248501
internal_count=3910 3298 2980 1269 1711 1269 782 429 907 623 460
is_linear=0
shrinkage=0.00196078


Tree=4710
num_leaves=9
num_cat=0
split_feature=159 2 12 12 151 1 2 4
split_gain=2.01721e-05 2.70035e-05 6.14826e-05 5.90819e-05 4.10086e-05 6.41246e-05 6.73498e-05 4.96727e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.096210000000000004 0.081660000000000024 -0.0088999999999999982 0.10420500000000001 0.10393500000000001 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 -6
right_child=1 4 -4 -5 5 -7 -8 -9
leaf_value=-0.012653078336314547 -0.0015596094668621971 -0.0085543145893071017 0.016138454748756064 -0.030490857751953173 -0.0043881622334426187 0.027504858918902003 -0.015193639343789273 0.02364271680012105
leaf_weight=0.0011548175352107887 0.0018683991546102523 0.00171256574436119 0.0010000175165433677 0.0011344447230369273 0.0010717970620828829 0.0014136427930254714 0.0013753593122153899 0.001541302884081542
leaf_count=633 315 443 197 805 327 340 353 497
internal_value=0 0.00123296 -0.00533754 -0.0124895 0.00492966 0.00920432 0.00271801 0.0121455
internal_weight=0 0.0111175 0.00400286 0.00300284 0.00711467 0.0054021 0.00398846 0.0026131
internal_count=3910 3277 1317 1120 1960 1517 1177 824
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=11
num_cat=0
split_feature=484 133 133 12 43 48 1 16 4 4
split_gain=0.000115045 7.77263e-05 7.35405e-05 6.68053e-05 7.4253e-05 7.31299e-05 0.000115484 8.62872e-05 6.21442e-05 0.000130306
threshold=-0.0043499999999999988 0.10681500000000001 0.065880000000000008 -0.023959999999999995 -0.15648499999999999 0.11379500000000002 0.11198000000000001 -0.19424999999999998 0.00046500000000000008 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 9 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.00063924168703040666 -0.00044373965694321333 -0.00047616113208230067 0.00045360786186249708 0.0004985617588344212 -0.00054627299277033891 -0.0004730452227040522 0.00062656171498421981 -0.00022338861036163554 -0.00025604058714232594 0.0005791058800199701
leaf_weight=0.0010247117300611333 0.0010582876659159428 0.0010238875474982432 0.0017883939008387249 0.0013655476829796563 0.0010525915088438649 0.0010707929788581171 0.001214612690566272 0.0013752974878484079 0.0014812285172140088 0.0017910080414551986
leaf_count=612 293 472 564 131 131 87 218 693 196 513
internal_value=0 4.27403e-05 8.62972e-05 2.31909e-05 7.60347e-05 3.78145e-06 7.76212e-05 -3.93499e-05 7.546e-05 0.000230539
internal_weight=0 0.0132216 0.0121978 0.0104094 0.00935108 0.00798553 0.00691474 0.00570013 0.00464753 0.00316631
internal_count=3910 3298 2826 2262 1969 1838 1751 1533 1402 1206
is_linear=0
shrinkage=0.00196078


Tree=4712
num_leaves=9
num_cat=0
split_feature=14 15 133 42 13 13 2 1
split_gain=2.13697e-05 3.56798e-05 3.69559e-05 5.73035e-05 6.76979e-05 4.62342e-05 6.95722e-05 2.2577e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.083144999999999983 -1.0000000180025095e-35 0.076210000000000014 -0.098524999999999988 0.090905000000000014 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.01382833282942523 0.014693837970053247 0.014858209819790139 -0.023176917046718593 0.011004129965767294 0.023972072604771712 -0.0077390797838459416 -0.024402835425139338 0.010487690925386046
leaf_weight=0.0010338187831687657 0.0016676656787461925 0.0012523179446803619 0.001263856390958675 0.0015254983940107304 0.0010055257514484037 0.0014262783142424702 0.0017969301607787917 0.0012981081753457658
leaf_count=196 505 486 656 182 175 717 610 383
internal_value=0 0.00119583 -0.0011567 -0.00356835 -5.42793e-05 -0.00404962 -0.00912878 0.000945562
internal_weight=0 0.0112362 0.00956852 0.0083162 0.00705234 0.00604682 0.00452132 0.00272439
internal_count=3910 3714 3209 2723 2067 1892 1710 1100
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 43 13 16 160 4
split_gain=0.000132388 8.46842e-05 0.000101243 9.47602e-05 0.000112908 0.000119697 0.00010227 8.95581e-05 7.84882e-05 0.000126846
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -0.079374999999999987 -0.012339999999999999 -0.19424999999999998 0.086110000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -7 9 -9
right_child=1 -3 -4 6 5 7 -8 8 -10 -11
leaf_value=-0.00069363807126840025 0.00053294683203721166 -0.00050978547978343457 0.00051964350799615867 0.00011919716920192613 -0.00062754063356290559 -0.0003685043898065846 -0.00068298603035316444 0.00079559178667979531 -0.0002153973053144464 1.081681729978934e-05
leaf_weight=0.0010253121837593753 0.0018811637288659719 0.0010083410340024765 0.0017414263140634887 0.0010991268148571752 0.0010248343532914131 0.0012092233535565457 0.0013759388589167671 0.0015419035195184559 0.0010996477648553271 0.001627859383343591
leaf_count=612 284 472 523 504 253 208 426 267 65 296
internal_value=0 3.69928e-05 8.0746e-05 1.03658e-05 0.00010988 -1.24943e-05 -0.000326753 0.000102556 0.000235975 0.000392564
internal_weight=0 0.0136095 0.0126011 0.0108597 0.00838463 0.00650347 0.00247507 0.00547863 0.00426941 0.00316976
internal_count=3910 3298 2826 2303 1373 1089 930 836 628 563
is_linear=0
shrinkage=0.00196078


Tree=4714
num_leaves=10
num_cat=0
split_feature=42 403 42 160 43 157 43 4 16
split_gain=1.91867e-05 5.08129e-05 4.76586e-05 6.72479e-05 7.92477e-05 5.44919e-05 3.11293e-05 7.01267e-05 4.70823e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 -0.0086849999999999983 0.0033500000000000005 0.0057500000000000008 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -6 -9
right_child=-2 -3 3 4 6 -7 -8 8 -10
leaf_value=-0.01901577663892158 -0.0093822479782977308 0.020404966596679078 0.0027273581779841756 0.029473325774447601 -0.020103048442405434 -0.030100572351058764 0.016791262890070675 -0.0067930956982398122 0.022947168141287801
leaf_weight=0.0012644431605252906 0.0018765233448310202 0.0012629361846216115 0.0010032438616131467 0.0012667198153652635 0.0014506797849085408 0.0010194637254827342 0.0010024675899871758 0.0010417904034780436 0.0010884890737630217
leaf_count=838 832 358 329 429 385 436 99 156 48
internal_value=0 0.00160385 -0.000994801 0.00189951 0.00733397 -0.0138182 0.00121533 -0.00314506 0.00840301
internal_weight=0 0.0104002 0.0091373 0.00787285 0.00585015 0.00202271 0.00458343 0.00358096 0.00213028
internal_count=3910 3078 2720 1882 1117 765 688 589 204
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=12
num_cat=0
split_feature=11 3 124 15 3 52 160 3 3 1 16
split_gain=8.03641e-05 6.52738e-05 8.35603e-05 7.77719e-05 0.000189344 7.43004e-05 6.62406e-05 9.48501e-05 4.34974e-05 3.41154e-05 2.5089e-05
threshold=0.08184000000000001 -0.10628499999999998 -0.048219999999999992 0.088190000000000004 -0.078669999999999976 0.13266500000000003 -0.070974999999999996 0.094625000000000015 0.11818000000000002 0.092385000000000009 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -4 6 -6 9 -9 -8 -1
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.00054113457870756524 -0.00054392156305586013 0.00050040928757864563 -0.00082806333156608077 0.00027509878451529809 0.00034188427271009846 0.00044984047726929246 -0.00073927994794892923 0.00034857517471939683 -0.00015905230688255254 -0.00027644870958012095 0.00011895717583358339
leaf_weight=0.0011500317307573523 0.0010045367247851671 0.0010466612669062054 0.0013722747148832998 0.0019307466369319166 0.0010174271712305085 0.0010456032278192548 0.0011005965654485052 0.0011046925710181954 0.00157320277461666 0.0013800998824597089 0.0010222582344962105
leaf_count=208 224 309 1231 824 162 167 292 86 166 151 90
internal_value=0 3.05866e-05 -2.7962e-05 -8.05078e-05 -0.0001604 -3.35287e-05 -0.000115363 -0.000205546 5.03555e-05 -0.00048179 0.000342462
internal_weight=0 0.0137436 0.0115713 0.0105246 0.0085939 0.00722162 0.00617602 0.00515859 0.0026779 0.0024807 0.00217229
internal_count=3910 3686 3388 3079 2255 1024 857 695 252 443 298
is_linear=0
shrinkage=0.00196078


Tree=4716
num_leaves=11
num_cat=0
split_feature=11 0 52 47 42 15 48 49 47 1
split_gain=1.9529e-05 3.34275e-05 5.23004e-05 3.92097e-05 5.60604e-05 0.00010831 6.16817e-05 4.71964e-05 2.45766e-05 1.7211e-05
threshold=0.079700000000000007 -0.017269999999999997 0.024145000000000003 0.087850000000000025 0.091145000000000018 0.085285000000000014 0.087945000000000009 -0.0057999999999999987 0.10783500000000001 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -5 -9
right_child=-2 2 -4 8 -6 -7 -8 9 -10 -11
leaf_value=-0.0038272970880846567 -0.013338839630618039 0.028545078691087453 -0.0023325000827102531 -0.023630529973313875 0.023642552661651935 -0.027486277810128735 -0.013904666586101325 0.012970079212114436 -0.0030386038598578594 0.030924540542140638
leaf_weight=0.0011165860842741755 0.0010178576053963178 0.0010346915170585912 0.0011675334210481383 0.0010974425446242904 0.0010409829732876026 0.0012585308322923859 0.0011730459457813562 0.0011192923970633356 0.0012283172116481173 0.0010208473946449303
leaf_count=371 254 232 100 217 679 730 221 705 214 187
internal_value=0 0.00112531 0.012175 -0.00156202 0.00230654 -0.00159803 0.00575701 0.012839 -0.0127552 0.0215344
internal_weight=0 0.0112573 0.00220222 0.00905505 0.00672929 0.0056883 0.00442977 0.00325673 0.00232576 0.00214014
internal_count=3910 3656 332 3324 2893 2214 1484 1263 431 892
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=13
num_cat=0
split_feature=484 156 133 0 42 43 160 4 4 151 0 43
split_gain=0.000161092 6.2167e-05 6.28084e-05 0.000107873 9.52822e-05 5.26847e-05 5.58176e-05 6.48454e-05 0.000108287 9.46468e-05 8.49388e-05 1.47227e-05
threshold=-0.0043499999999999988 0.090135000000000007 0.10599500000000002 -0.017269999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 -0.060264999999999992 -0.0032449999999999996 -0.10943499999999999 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -9 -11 -5
right_child=1 -3 -4 11 5 -7 -8 9 -10 10 -12 -13
leaf_value=-0.00073699008325593001 -0.00039962837869181702 -0.00041765354492627926 -0.00037546986362299014 0.00070764412336837151 9.6011625142149078e-05 -0.00029128079465298837 -0.00015369130908733625 -0.00040567751524003403 0.00091848644781878774 0.00068249447192173006 -7.0764042312128453e-05 0.00037175365126849828
leaf_weight=0.001083623317293639 0.0015844779525547798 0.0010224743241314211 0.001048603195487865 0.0010028268491842508 0.0012163716663509542 0.0010243686444037295 0.001497837587240234 0.0010178673189017162 0.0012457633988389968 0.0011711436658747541 0.0011317022610754309 0.001004009482694729
leaf_count=612 730 341 457 131 287 265 162 128 354 114 202 127
internal_value=0 4.77994e-05 8.45638e-05 0.000125113 4.10036e-05 0.000125069 0.000183649 0.000271024 0.000512158 9.2236e-05 0.000312316 0.0005396
internal_weight=0 0.0139674 0.012945 0.0118964 0.00988953 0.00830505 0.00728069 0.00578285 0.00246214 0.00332071 0.00230285 0.00200684
internal_count=3910 3298 2957 2500 2242 1512 1247 1085 641 444 316 258
is_linear=0
shrinkage=0.00196078


Tree=4718
num_leaves=9
num_cat=0
split_feature=52 52 12 0 15 1 2 52
split_gain=2.02426e-05 4.63948e-05 3.03457e-05 4.80047e-05 4.25368e-05 6.03813e-05 6.13994e-05 5.15389e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.10214500000000001 -0.061994999999999995 0.088190000000000004 0.085110000000000005 1.0000000180025095e-35 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.013317352160969582 0.015595631002784702 -0.028312645368628476 -0.016102660113939165 0.016183823203707506 0.013679121278592011 -0.022156525786900035 -0.0099423232604905244 0.016073326084056958
leaf_weight=0.0010547112333935483 0.0018605784458511224 0.0010706545779561082 0.0012641958442340508 0.0015816858322290506 0.0012104592128578326 0.0010923941853974439 0.001294331508890894 0.0018497568071226293
leaf_count=425 546 988 376 259 641 303 122 250
internal_value=0 0.00117267 -0.00169326 0.000555864 -0.00323672 -0.00709491 -0.00173271 0.00536343
internal_weight=0 0.0112241 0.00936348 0.00809928 0.0065176 0.00530714 0.00423648 0.00314409
internal_count=3910 3485 2939 2563 2304 1663 675 372
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=12
num_cat=0
split_feature=484 133 0 16 133 2 15 4 4 16 0
split_gain=0.00010245 7.54496e-05 9.18687e-05 4.89355e-05 7.74153e-05 8.19499e-05 8.35867e-05 6.96016e-05 6.82954e-05 5.37617e-05 4.36488e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.31524000000000002 -0.090054999999999982 0.10679500000000001 -0.074174999999999977 0.15927500000000003 -0.082509999999999986 -0.057604999999999996 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -6 -10 -11
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=-0.00061267811367893645 -0.00043843092220995002 -0.00047548192446194437 0.00064290274711057706 -0.00034155710862022337 0.00054800803693604364 0.00016219233776002066 -0.00054935493014409754 0.00063895152201383127 -0.00025708615577296214 0.00049793384484620264 -6.9251761877785745e-05
leaf_weight=0.0010056900656748276 0.001017479099631481 0.0010202352572414768 0.0010199333750769033 0.0012255653459223191 0.00120669884309004 0.0013867569860211461 0.0011704590839641581 0.0013961569728096982 0.0016198369301084732 0.0010606402962580908 0.0010265295635725129
leaf_count=612 449 472 70 306 372 261 200 196 382 86 504
internal_value=0 3.66382e-05 7.97116e-05 2.80094e-05 7.38312e-05 0.000132612 -0.000163489 0.000252614 0.000142842 1.09528e-05 0.000218976
internal_weight=0 0.0131503 0.0121301 0.0111101 0.00988456 0.00886708 0.00255722 0.00630986 0.00491371 0.00370701 0.00208717
internal_count=3910 3298 2826 2756 2450 2001 461 1540 1344 972 590
is_linear=0
shrinkage=0.00196078


Tree=4720
num_leaves=12
num_cat=0
split_feature=484 3 157 4 1 15 13 3 2 47 12
split_gain=7.69044e-05 4.269e-05 4.68744e-05 5.90224e-05 5.81503e-05 0.000112316 9.29774e-05 6.68396e-05 7.22688e-05 0.000214996 5.0873e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.07453499999999999 -0.41745999999999994 0.085990000000000011 0.085120000000000015 -0.083354999999999985 0.11265500000000002 0.086650000000000019 0.09550500000000002 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 10 -6 8 9 -8 -5
right_child=1 2 3 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00052571848197615104 0.0003892354485395153 0.00037412227943531626 0.00040517409737407506 -0.00026523645286379081 0.00045202565362597165 0.0001200216090629439 -0.00068034455837803613 -0.00048347787904075024 0.00042526602182361832 0.0004986790941780637 -0.00086914023504302239
leaf_weight=0.0010274112238496487 0.0011669630079296457 0.0011478279818086705 0.0010299719317738406 0.0010495647938255186 0.0015025175211310256 0.0015410048529702642 0.0013552031438463074 0.0013160015644394507 0.0012027323441192598 0.0010595122116649133 0.0010966884021581169
leaf_count=612 227 358 100 286 353 645 414 92 190 93 540
internal_value=0 3.08224e-05 -3.17921e-06 -4.20091e-05 -8.7507e-05 -0.000283844 2.49771e-05 -0.000105084 3.25734e-05 -0.000163021 -0.000573818
internal_weight=0 0.013468 0.012301 0.0111532 0.0101232 0.00368726 0.00643597 0.00493345 0.00361745 0.00241472 0.00214625
internal_count=3910 3298 3071 2713 2613 1471 1142 789 697 507 826
is_linear=0
shrinkage=0.00196078


Tree=4721
num_leaves=10
num_cat=0
split_feature=42 403 160 12 15 2 49 4 4
split_gain=2.114e-05 4.39948e-05 4.0466e-05 6.85151e-05 5.79724e-05 5.57935e-05 5.38862e-05 3.72571e-05 3.17311e-05
threshold=0.092145000000000019 0.03138500000000001 0.069910000000000014 0.086935000000000012 -0.038029999999999987 0.097940000000000013 -0.069934999999999983 -0.045299999999999993 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -5 -4 -6 -1
right_child=-2 -3 6 5 7 -7 -8 -9 -10
leaf_value=0.0030908719900692178 -0.0098050426803605005 0.019126586710728623 0.027797631590912489 -0.031877698780926861 0.0019242515921685417 -0.0009444078065377619 -0.0037692101067366003 0.027319364594618468 -0.020414234510216924
leaf_weight=0.0011536822622242597 0.0018918889672401495 0.0012699993159654239 0.0010282895617176994 0.0013259473731382376 0.0012355344562043663 0.0010407545571363946 0.0011406198444542275 0.0010850588899385459 0.001143676106768098
leaf_count=262 832 358 138 786 455 279 308 258 234
internal_value=0 0.001685 -0.000734911 -0.00444 0.00265035 -0.0182748 0.0111968 0.0137985 -0.00861049
internal_weight=0 0.0104236 0.00915356 0.00698465 0.00461795 0.0023667 0.00216891 0.00232059 0.00229736
internal_count=3910 3078 2720 2274 1209 1065 446 713 496
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=12
num_cat=0
split_feature=484 42 47 52 150 133 16 16 2 15 52
split_gain=0.000101517 7.78486e-05 7.77929e-05 9.67904e-05 8.34861e-05 6.19039e-05 0.000115519 0.00014616 8.37283e-05 5.04296e-05 4.36434e-05
threshold=-0.0043499999999999988 0.10217500000000002 0.09550500000000002 -0.048794999999999991 0.086420000000000011 0.083815000000000014 -0.0083999999999999995 -0.11180499999999999 0.097135000000000013 -0.10192499999999999 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 8 -5 -4 -2
right_child=1 -3 9 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00060841920468610836 0.00023657799938350886 -0.00049201900262437967 0.00069215289124804175 0.00030308920017593441 -0.00011936878798161316 0.00017018666234059178 0.00025591393137468888 -0.0009024163913615564 -0.00049190825239786031 0.00011135004730925373 0.00077955234441978206
leaf_weight=0.0010168331797157744 0.0012298247995197107 0.001002267761823627 0.0011499672522862665 0.0010157181653474652 0.0014046387003978705 0.0018020333587555224 0.0012508824054214282 0.0014977182831190337 0.0010216246848350652 0.0011490777665892687 0.0010594229736845203
leaf_count=612 464 413 121 162 136 474 177 810 183 146 212
internal_value=0 3.38997e-05 7.57974e-05 2.88834e-06 0.000256953 -0.000139566 -0.000256196 -0.000437406 -9.55619e-05 0.000401864 0.000487857
internal_weight=0 0.0135832 0.0125809 0.0102819 0.00369389 0.00658798 0.00478594 0.00353506 0.00203734 0.00229905 0.00228925
internal_count=3910 3298 2885 2618 812 1806 1332 1155 345 267 676
is_linear=0
shrinkage=0.00196078


Tree=4723
num_leaves=12
num_cat=0
split_feature=484 133 40 160 42 484 15 48 2 3 16
split_gain=0.00010573 6.00265e-05 8.1218e-05 8.30123e-05 7.71774e-05 9.75144e-05 0.0001571 8.70022e-05 7.89883e-05 8.89653e-05 0.000148213
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.099550000000000013 -0.089744999999999978 0.087270000000000014 -0.095799999999999982 0.091065000000000021 0.10393500000000001 -0.097604999999999983 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -8 -11
right_child=1 -3 3 -5 5 -7 8 -9 -10 10 -12
leaf_value=-0.00060465164521344116 0.00061045283935852956 -0.00041557041462161973 -0.00038543129528590737 -0.00050571403767218589 0.00013845532964321558 -0.00043692373914746847 0.0010213247318528 -0.00057982871552250995 -3.6414448039184503e-05 0.00077603163000449643 -1.9713961246723348e-05
leaf_weight=0.0010569842896861774 0.0010053335459045002 0.0010344679306520587 0.0012134261943310435 0.0010167041793573391 0.0014020291231586829 0.0010092398111113199 0.0010041582193552612 0.0012060284865465761 0.0013353307203125093 0.0017271391037983173 0.0018788835475916936
leaf_count=612 248 472 312 135 273 282 116 131 347 291 691
internal_value=0 3.87522e-05 7.54745e-05 2.98682e-05 8.03987e-05 0.000139508 0.000207521 -0.000193696 0.00038352 0.000505153 0.000361416
internal_weight=0 0.0138327 0.0127983 0.0117929 0.0107762 0.00956281 0.00855357 0.00260806 0.00594551 0.00461018 0.00360602
internal_count=3910 3298 2826 2578 2443 2131 1849 404 1445 1098 982
is_linear=0
shrinkage=0.00196078


Tree=4724
num_leaves=12
num_cat=0
split_feature=484 12 12 484 16 160 49 0 15 3 13
split_gain=0.000144773 8.40697e-05 0.000115796 7.20516e-05 8.4245e-05 0.000166633 6.77593e-05 9.24549e-05 0.00012277 0.000107682 5.73305e-05
threshold=-0.0043499999999999988 0.11655500000000001 0.10007000000000001 0.088645000000000015 -0.014099999999999998 -0.075234999999999982 -0.047309999999999998 -0.10462499999999998 -0.10469999999999999 -0.060719999999999989 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -8 -9 -7
right_child=1 -3 -4 -5 5 10 7 9 -10 -11 -12
leaf_value=-0.00068705951576350608 0.00028121116821113384 -0.00050728715417086958 0.0006159555303334389 -0.00047621972442353727 0.00096958424137691336 0.00038069482195427477 -4.3753357248805814e-05 -0.00021459408244844334 -0.00089866600181219883 0.00058216261085180599 -0.00018000906667740962
leaf_weight=0.001141031301017695 0.0016755911693258742 0.0010094887508565768 0.0013869411764167805 0.0010378109375780769 0.0010355018808257343 0.0011987659854482411 0.00140566819144251 0.0017859176200753838 0.0011946996581518677 0.0010272825633144387 0.0016887779995485494
leaf_count=612 196 155 327 295 249 205 188 1024 116 160 383
internal_value=0 3.84314e-05 7.943e-05 1.76766e-05 6.42223e-05 0.000294765 -6.33567e-05 -0.000170006 -0.00043653 7.63537e-05 5.27676e-05
internal_weight=0 0.0144464 0.013437 0.01205 0.0110122 0.00392305 0.00708916 0.00541357 0.00260037 0.0028132 0.00288754
internal_count=3910 3298 3143 2816 2521 837 1684 1488 304 1184 588
is_linear=0
shrinkage=0.00196078


Tree=4725
num_leaves=10
num_cat=0
split_feature=4 1 12 52 47 12 15 1 15
split_gain=2.04419e-05 8.33751e-05 4.05244e-05 4.12814e-05 5.48271e-05 7.6627e-05 5.70413e-05 6.3954e-05 5.76968e-05
threshold=0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.11271999999999999 0.087850000000000025 0.089745000000000005 0.079360000000000014 0.091845000000000024 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.016310316713454093 -0.010069817638008556 0.027117793776103839 -0.019610284994709959 -0.016132465887112684 -0.017012092594585811 0.026403288772854784 -0.017611727196525019 0.027451836907499663 0.014045201160886601
leaf_weight=0.0012897160466815256 0.0012294791306764975 0.0011829874024545655 0.0011662070587410431 0.0013201765881966422 0.0011539262717483283 0.0015047440725438621 0.0012725874451966724 0.0010748988510206644 0.0012181231122413115
leaf_count=548 196 353 428 432 231 654 691 226 151
internal_value=0 0.00816566 -0.00208985 0.000223041 0.0030494 0.00667187 0.000594902 0.00700737 -0.00165029
internal_weight=0 0.00241247 0.0100004 0.00883417 0.00754446 0.00639053 0.00488579 0.0036132 0.0025383
internal_count=3910 549 3361 2933 2385 2154 1500 809 583
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=9
num_cat=0
split_feature=376 1 457 52 13 160 52 2
split_gain=1.87765e-05 4.72832e-05 5.51028e-05 6.78718e-05 4.92437e-05 5.59876e-05 6.11628e-05 5.51917e-05
threshold=0.048375000000000008 0.12864500000000004 0.082870000000000013 0.11262000000000001 -0.091849999999999987 -0.054789999999999998 -1.0000000180025095e-35 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=0.010576136689518201 0.012805460236123995 0.018341238730313528 0.013320362431911342 -0.029143796705036914 0.013309976187717952 -0.033728686507893145 0.0044546222261378377 -0.021436221577519315
leaf_weight=0.001942407918803353 0.0010352884592341157 0.0011097293877212122 0.0016536408704033766 0.0011569710673000081 0.0010091461634026766 0.0010613398324015731 0.0019955878859276572 0.0014016317966668024
leaf_count=343 206 276 244 553 421 740 737 390
internal_value=0 -0.00126354 -0.00339215 -0.00661804 -0.00310101 -0.00795983 -0.012774 -0.00622747
internal_weight=0 0.0113305 0.0102207 0.00856708 0.00741011 0.00546771 0.00445856 0.00339722
internal_count=3910 3704 3428 3184 2631 2288 1867 1127
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=13
num_cat=0
split_feature=484 133 0 484 42 133 2 15 1 160 0 0
split_gain=0.000110878 6.72753e-05 9.07311e-05 4.51355e-05 7.09877e-05 7.4317e-05 0.000120982 0.000138345 0.000119081 9.59262e-05 0.000115562 0.000178002
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.087420000000000012 -0.090359999999999982 -0.090054999999999982 0.10679500000000001 0.083935000000000023 0.11287500000000002 0.087825000000000014 -0.11524 -0.079019999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 -8 10 -7 -12
right_child=1 -3 -4 -5 5 6 8 -9 -10 -11 11 -13
leaf_value=-0.00063366283487653564 -0.00040763701254708373 -0.00044845848463918967 0.00063141297778690562 -0.00037009562978993269 -0.00038106121157144529 0.00085525803906976025 -0.00057841841539389119 0.00096710604513276603 0.00031243024633338743 -0.00030988888298057817 -0.00032279422266050532 0.00072297750267532224
leaf_weight=0.0010265436210139924 0.0011031236672121017 0.0010235008278193644 0.0010315657438763936 0.0010167323065674904 0.0010201057476125304 0.0011570233899869222 0.0013451169246047297 0.0010702720355161002 0.0010101036677818995 0.0011377948644173009 0.0015138418434812793 0.0010666993605850752
leaf_count=612 320 472 70 328 392 116 241 397 214 120 375 253
internal_value=0 3.4809e-05 7.44666e-05 2.42493e-05 6.27125e-05 0.000118378 0.000179755 0.000328741 -0.000196353 0.000188602 0.000340354 0.000109489
internal_weight=0 0.0134959 0.0124724 0.0114408 0.0104241 0.00932096 0.00830085 0.00594563 0.00235522 0.00487536 0.00373756 0.00258054
internal_count=3910 3298 2826 2756 2428 2108 1716 1261 455 864 744 628
is_linear=0
shrinkage=0.00196078


Tree=4728
num_leaves=10
num_cat=0
split_feature=15 15 43 160 4 0 0 15 2
split_gain=1.9196e-05 2.60715e-05 3.98007e-05 4.26325e-05 4.22495e-05 7.40403e-05 4.15465e-05 6.81674e-05 3.39395e-05
threshold=-0.24219999999999997 -0.10981499999999998 -0.17307499999999998 0.10070500000000002 -0.34687499999999999 -0.06402999999999999 -0.083934999999999996 -0.0063699999999999989 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.013086017265539263 -0.014289934713369565 0.015180803797592214 -0.015901503140645017 -0.021566451173249259 0.0049131278382432185 0.027533020435047729 -0.017770448307325579 0.018243390053800879 -0.020527018761527894
leaf_weight=0.0010150597279767583 0.0013539839974722198 0.0015580615737205957 0.0013102899077371919 0.0010031222493508771 0.0010015316218734836 0.0010884739976767853 0.0011666281137107984 0.0017659329847447727 0.0011007708403169606
leaf_count=317 339 231 263 256 223 284 988 573 436
internal_value=0 -0.00126761 0.000496502 -0.00221533 0.000395985 0.00388337 -0.00122939 0.00375926 -0.0084074
internal_weight=0 0.0113488 0.00999481 0.00843675 0.00743363 0.00612334 0.00503486 0.00386824 0.0021023
internal_count=3910 3593 3254 3023 2767 2504 2220 1232 659
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=12
num_cat=0
split_feature=484 42 15 43 16 16 52 52 49 49 0
split_gain=9.91286e-05 8.97919e-05 7.62073e-05 9.47918e-05 9.73679e-05 9.15915e-05 7.79754e-05 0.000126184 8.31239e-05 7.47445e-05 2.49183e-05
threshold=-0.0043499999999999988 0.10217500000000002 -0.106555 0.12512500000000001 -0.19424999999999998 0.3935300000000001 0.0033900000000000002 -0.068164999999999989 -0.047894999999999993 0.082865000000000008 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 7 8 -6 -2 -8
right_child=1 -3 3 -5 5 -7 10 -9 -10 -11 -12
leaf_value=-0.00059688654770155135 0.00068034382285430144 -0.00052520290503544199 -0.00054757556358589639 0.00051813105304748569 0.0005998892796508984 -0.00052256038896716765 0.00019370708794922957 -0.00042646219298294084 -9.6391659655002164e-05 -1.2000937047093568e-05 0.00061762157325762166
leaf_weight=0.0010178981034076008 0.0014368648810805975 0.001010915897704869 0.0013501647789037055 0.0012305531307479486 0.0012681203624950866 0.0010240826856472551 0.0010170201341808756 0.0018822693737450113 0.0013728252272421962 0.0010287230051140627 0.0011204519596561958
leaf_count=612 269 413 180 157 174 257 629 497 299 227 196
internal_value=0 3.72662e-05 8.19293e-05 7.58181e-06 -6.19547e-05 2.33658e-05 0.000107302 -3.85376e-05 0.000237946 0.000391475 0.000415921
internal_weight=0 0.013742 0.0127311 0.0102655 0.00903493 0.00768477 0.00666069 0.00452321 0.00264095 0.00246559 0.00213747
internal_count=3910 3298 2885 2389 2232 2052 1795 970 473 496 825
is_linear=0
shrinkage=0.00196078


Tree=4730
num_leaves=10
num_cat=0
split_feature=42 43 16 133 1 15 3 51 2
split_gain=1.81219e-05 4.48853e-05 4.22715e-05 4.63536e-05 0.00010066 4.97557e-05 7.02328e-05 5.34378e-05 5.52689e-05
threshold=0.092145000000000019 0.12326000000000002 0.10994000000000002 0.065880000000000008 1.0000000180025095e-35 -0.19153499999999998 -0.015794999999999997 0.088715000000000002 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.029322470565369074 -0.0090766823142246628 0.021455738134452763 -0.014695051074579874 0.020728725576557711 -0.014910723137477745 0.029606604309712171 0.0092349259973889021 0.019576263289918284 -0.023078201678757085
leaf_weight=0.0010364954346684845 0.0018972776793766645 0.0010217435596740583 0.0017382490230939216 0.001188753173105659 0.0010505294070317691 0.0012299848009996927 0.0010085393565335533 0.0010826917774271402 0.0011140028647599908
leaf_count=696 832 233 475 755 181 409 73 107 149
internal_value=0 0.00154508 -0.000607852 0.00256775 -0.000742294 0.00465774 0.00929274 0.00149745 -0.00772441
internal_weight=0 0.010471 0.00944925 0.007711 0.00652224 0.00548575 0.00443522 0.00320523 0.00212254
internal_count=3910 3078 2845 2370 1615 919 738 329 222
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=12
num_cat=0
split_feature=484 133 0 4 4 4 1 15 2 1 16
split_gain=0.000124776 7.48086e-05 8.5311e-05 5.81409e-05 8.74019e-05 8.29181e-05 7.46907e-05 3.98656e-05 9.99744e-05 0.000162317 3.49872e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -0.034289999999999994 -1.0000000180025095e-35 0.015635000000000003 0.088495000000000018 -0.15202999999999997 0.10393500000000001 0.092550000000000007 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 10 -7 9 -9 -2
right_child=1 -3 -4 4 5 7 -8 8 -10 -11 -12
leaf_value=-0.0006727037402124705 0.00028035101443738632 -0.00047666793230404517 0.00062382199883544804 0.00055517481857803074 -0.00046839981610707215 0.00041926783332258387 -0.00061630285099671287 0.00078100036947367931 -0.00045329746201946578 -0.00015495118500156467 -0.0002126658809168793
leaf_weight=0.0010310722801212856 0.0010244508219231429 0.0010139541645104522 0.0010086233091762308 0.0014465486536050049 0.0011001238853965327 0.0013139729101447452 0.0010697997524946774 0.0011882452657522077 0.0011877506385104116 0.001778882889949077 0.0012035856488337628
leaf_count=612 365 472 70 528 199 309 400 142 203 119 491
internal_value=0 3.52789e-05 7.74061e-05 2.86913e-05 0.000118853 2.27713e-05 -0.000190451 0.000121576 2.74318e-05 0.000219869 1.40232e-05
internal_weight=0 0.0133359 0.012322 0.0113134 0.00801552 0.00656898 0.00329784 0.00546885 0.00415488 0.00296713 0.00222804
internal_count=3910 3298 2826 2756 1500 972 1256 773 464 261 856
is_linear=0
shrinkage=0.00196078


Tree=4732
num_leaves=13
num_cat=0
split_feature=484 133 40 42 160 484 15 15 1 48 2 0
split_gain=0.000113958 8.25349e-05 0.000133144 7.90486e-05 9.26506e-05 8.97519e-05 7.75008e-05 8.89787e-05 0.000128146 6.77777e-05 4.03582e-05 3.54497e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.099550000000000013 0.087270000000000014 -0.095799999999999982 -0.029114999999999999 0.088495000000000018 0.091065000000000021 0.095195000000000016 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 -8 10 -5 11 -9
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00061617181463547225 0.0007598511583626062 -0.00047083121606199702 -0.00044336049223970322 0.00022899053706606912 -0.00046597042188028945 -0.00039599916010778598 0.00072252140094698845 0.00029401972834596391 -0.00039082077886930391 -0.00040411685348978893 7.4173507946841241e-05 0.00079881949902894012
leaf_weight=0.0010856573802182868 0.0010401081321546263 0.0011066025737108522 0.0012254620359134138 0.0013658551625086808 0.0010663806980434178 0.0010566822087300981 0.0016358349005071411 0.0011015549514087931 0.0011040634823356408 0.0012406286057107514 0.0010796946142321295 0.0010396447899575353
leaf_count=612 243 472 334 274 114 283 395 357 343 131 131 221
internal_value=0 4.31595e-05 8.7061e-05 2.83344e-05 8.24061e-05 0.000143169 0.000209669 0.00033299 0.000185658 -7.23546e-05 0.000383264 0.000539122
internal_weight=0 0.0140625 0.0129559 0.0119158 0.0106903 0.00962396 0.00856728 0.00596079 0.00432496 0.00260648 0.00322089 0.0021412
internal_count=3910 3298 2826 2583 2249 2135 1852 1447 1052 405 709 578
is_linear=0
shrinkage=0.00196078


Tree=4733
num_leaves=12
num_cat=0
split_feature=484 41 157 49 51 0 0 133 15 4 52
split_gain=8.45897e-05 7.06918e-05 8.41138e-05 6.59543e-05 7.49239e-05 5.49878e-05 6.0608e-05 7.44606e-05 4.9356e-05 6.02067e-05 4.52607e-05
threshold=-0.0043499999999999988 0.075585000000000013 -0.072409999999999988 0.093425000000000022 0.08955500000000001 -0.17106499999999999 -0.10209999999999998 -0.086869999999999989 -0.053579999999999996 -0.082054999999999975 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 10 -10
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.00053197513170710319 0.00054598436846102223 -0.00045547744968932059 0.00041289498203166624 0.0004322078897605139 -0.00052120409080844978 -0.00035319168173939821 0.00051984263795668093 0.0002843537511259345 0.00032352963747660343 -0.00041692114672844634 -0.00023100808108795779
leaf_weight=0.001088902792721484 0.001307062808096413 0.0010470699798645179 0.0012274509092555118 0.0013381634260544268 0.0010720721765773216 0.0017732332117603436 0.0011036680270689672 0.0013598016160820577 0.0012105523600471385 0.001783966121900799 0.0010625698828377671
leaf_count=612 392 193 111 378 222 233 307 348 421 617 76
internal_value=0 3.49754e-05 7.37666e-05 2.20363e-05 -2.97772e-05 2.55565e-05 -3.17682e-05 5.56413e-05 -3.89377e-05 -0.000147294 6.43113e-05
internal_weight=0 0.0142856 0.0132385 0.0119315 0.0105933 0.00952124 0.00829379 0.00652056 0.00541689 0.00405709 0.00227312
internal_count=3910 3298 3105 2713 2335 2113 2002 1769 1462 1114 497
is_linear=0
shrinkage=0.00196078


Tree=4734
num_leaves=11
num_cat=0
split_feature=4 1 12 13 12 151 2 43 47 16
split_gain=2.12431e-05 6.5801e-05 3.6473e-05 4.03439e-05 6.89935e-05 6.33445e-05 5.23174e-05 7.54654e-05 4.66838e-05 4.75892e-05
threshold=0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.014114999999999997 0.086865000000000012 -0.0074049999999999993 0.097360000000000016 -0.07526999999999999 0.092255000000000018 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 -1 9 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=0.00065477632599540475 -0.0077937720365210197 0.025233321766194045 -0.018670506279451386 0.019246557276327351 0.026736383430965245 -0.030795895300251088 0.0079309567958906445 -0.037319181885181435 0.0096133687854975079 -0.001139215773475795
leaf_weight=0.001051700279666033 0.0012356914028259056 0.0011786259418896266 0.0011753418201151033 0.0011853281876495602 0.0011797064775862448 0.0010974495296891661 0.0012025229410501503 0.0010416700853552014 0.001038945703344364 0.0010672978183947721
leaf_count=689 196 353 428 157 505 196 296 818 69 203
internal_value=0 0.00832946 -0.00211786 7.68253e-05 0.00526683 -0.000503886 -0.00869218 -0.0182412 -0.00781131 -0.0161741
internal_weight=0 0.00241432 0.01004 0.00886462 0.00556873 0.00438902 0.00329589 0.00209337 0.00320369 0.00216475
internal_count=3910 549 3361 2933 1130 625 1803 1507 468 399
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=9
num_cat=0
split_feature=50 4 2 3 42 48 42 12
split_gain=1.92962e-05 4.49519e-05 4.43827e-05 4.62658e-05 6.1878e-05 6.89313e-05 3.51175e-05 0.000125376
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.094625000000000015 -0.088669999999999985 0.081315000000000012 0.094935000000000005 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.018399505531287427 -0.012505792821606047 0.01898656954795637 -0.018772889782093075 0.015340332549708222 -0.0024915178008764064 0.012360877422444363 0.0023384427931499928 -0.043242828565297819
leaf_weight=0.0011882170778840942 0.0011362554123829352 0.0012576533795583258 0.0012408806962790489 0.0018794410732402567 0.0019371680430828632 0.0014252225872409974 0.001103088752518416 0.0012371165234767367
leaf_count=349 689 396 331 141 511 393 285 815
internal_value=0 0.00116703 -0.00107155 0.00143296 -0.00236021 -0.0066858 -0.0130322 -0.0183736
internal_weight=0 0.0112688 0.0100111 0.00877025 0.00689081 0.0057026 0.00427737 0.00317428
internal_count=3910 3221 2825 2494 2353 2004 1611 1326
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=11
num_cat=0
split_feature=11 0 13 52 43 15 0 16 1 1
split_gain=1.85019e-05 3.36583e-05 4.95423e-05 4.28326e-05 3.61603e-05 3.33074e-05 5.74207e-05 5.19598e-05 1.47328e-05 1.31072e-05
threshold=0.079700000000000007 -0.017269999999999997 0.0024700000000000004 0.024145000000000003 -0.053009999999999995 -0.015439999999999997 -0.10071499999999999 -0.09601999999999998 0.087480000000000016 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 8 7 -7 -6 -1 -9
right_child=-2 3 -4 -5 5 6 -8 9 -10 -11
leaf_value=0.0043556711393828622 -0.012970663413122386 0.026968442059435799 -0.019977148577483513 -0.00089443906740561583 0.0059896193084768784 0.023235825202898446 -0.008550891416271883 -0.026293917099981457 0.021479160829780436 -0.010602176054049622
leaf_weight=0.0010042558964105967 0.0010215005191910901 0.0010363424717622965 0.0012642823868894192 0.0011798482296223472 0.0014454952689108079 0.0011013111828369589 0.0011742216462154132 0.0010821483269168714 0.0010055845438516273 0.0010476595716389162
leaf_count=786 254 232 499 100 279 128 852 212 434 134
internal_value=0 0.00108063 -0.00160413 0.0121349 0.00135092 -0.00262427 0.00683323 -0.00864358 0.0129231 -0.0185751
internal_weight=0 0.0113411 0.00912496 0.00221619 0.00786068 0.00585084 0.00227553 0.0035753 0.00200984 0.00212981
internal_count=3910 3656 3324 332 2825 1605 980 625 1220 346
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=11
num_cat=0
split_feature=133 13 43 3 3 49 1 48 15 11
split_gain=7.70245e-05 8.59518e-05 4.44862e-05 4.75814e-05 5.26217e-05 0.00013372 6.96151e-05 7.98036e-05 6.10315e-05 4.08809e-05
threshold=0.10681500000000001 -0.26418499999999995 0.088185000000000013 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 0.11183500000000002 0.087500000000000008 -0.095799999999999982 0.077330000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 7 8 -7 -3
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11
leaf_value=0.00052169330630925644 -0.00052581773595140565 0.00054502181894749849 -0.00038961515290553372 -0.0003555319120179963 -0.000613814950422173 -0.0002135863733058133 -0.00016006375567040529 0.00075572381564612597 0.0003727839498861584 1.3742776280503926e-05
leaf_weight=0.0012397642701625503 0.0010325142041065763 0.0010886625936479218 0.0011373248016221449 0.0017146273017450394 0.0010528255005254096 0.0011855179273347817 0.0019091169101366052 0.0010605479203593809 0.0016082382482309583 0.001139894751749079
leaf_count=181 545 170 321 1328 179 110 266 124 466 220
internal_value=0 3.03763e-05 -2.0824e-05 1.81591e-05 -4.84861e-05 2.87513e-05 0.000146131 0.000297796 0.00012396 0.000273276
internal_weight=0 0.0131365 0.0118968 0.0107594 0.00853087 0.00681625 0.00576342 0.0038543 0.00279376 0.00222856
internal_count=3910 3365 3184 2863 2473 1145 966 700 576 390
is_linear=0
shrinkage=0.00196078


Tree=4738
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 1 1 47 3 3 2
split_gain=0.000101671 8.7557e-05 8.69949e-05 8.6549e-05 0.000108431 0.000108609 9.69891e-05 0.000135209 9.22364e-05 0.00010243 9.39743e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.087270000000000014 0.092550000000000007 0.12263000000000002 0.09252500000000001 -0.11266 -0.078884999999999997 0.086315000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 -5 -10 -11
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12
leaf_value=-0.00059605675090174278 0.00062742269737184233 -0.00051400885168089913 -0.00046024996033890056 0.00082462692680336004 -0.00049527335276337912 3.2356080512376246e-05 0.00043065484719137921 -0.00084554764067626647 -0.00021445098667210292 0.00090039768689747536 0.00016388893389650085
leaf_weight=0.0010713082429735779 0.001009589824703846 0.0010499207909510774 0.0012497847545682441 0.0011413806123362139 0.0011099311266818826 0.0019274814223959385 0.0010024679059591098 0.0010375582507917494 0.0015163537806700419 0.00100306734086609 0.0019824523015871381
leaf_count=612 248 472 333 104 297 398 200 98 728 88 332
internal_value=0 3.06278e-05 7.46819e-05 2.80638e-05 8.49899e-05 0.000152004 -9.659e-05 -0.000274849 0.000326778 0.000200556 0.000411339
internal_weight=0 0.01403 0.0129801 0.0119705 0.0107207 0.00961076 0.00396751 0.00296504 0.00564325 0.00450187 0.00298552
internal_count=3910 3298 2826 2578 2245 1948 696 496 1252 1148 420
is_linear=0
shrinkage=0.00196078


Tree=4739
num_leaves=10
num_cat=0
split_feature=150 151 160 1 4 4 151 3 16
split_gain=1.91279e-05 4.4123e-05 4.10208e-05 4.81982e-05 6.72204e-05 9.90975e-05 4.01504e-05 2.93662e-05 2.93294e-05
threshold=0.084800000000000014 -0.03268999999999999 1.0000000180025095e-35 0.11198000000000001 -1.0000000180025095e-35 -0.078484999999999985 -0.024429999999999997 -0.028189999999999996 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -2 -3 -5
right_child=6 2 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.020037319436586619 0.022520994698317486 -0.010767001922281194 -0.01808745872087375 0.027801609483019147 -0.016625313891094912 0.032875495918217805 -0.0050495013717279545 0.0098180104830797085 0.0039080365172124501
leaf_weight=0.0011832391066571102 0.0010442143174743529 0.0019093179555251638 0.0010515269899730824 0.0010514384662329383 0.0019926538405559127 0.0010135829518085277 0.0010688848999420317 0.001087888604984171 0.0010045805607255354
leaf_count=363 284 943 421 236 481 701 174 119 188
internal_value=0 -0.00187036 0.000488968 0.00291266 -0.00161294 0.00584556 0.0085748 -0.00329531 0.0161271
internal_weight=0 0.0102942 0.00911099 0.00805946 0.00600344 0.00401079 0.0021131 0.00299721 0.00205602
internal_count=3910 3452 3089 2668 2244 1763 458 1062 424
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=12
num_cat=0
split_feature=484 159 133 160 133 43 42 15 48 47 12
split_gain=0.000150751 8.64098e-05 7.80507e-05 0.000145856 9.57026e-05 0.00012319 8.97266e-05 0.000141816 0.000122274 0.000104304 4.08883e-05
threshold=-0.0043499999999999988 0.08764000000000001 -0.090054999999999982 -0.080184999999999992 0.10681500000000001 0.0016850000000000001 0.088115000000000013 -0.014614999999999998 0.087945000000000009 0.09252500000000001 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 -8
right_child=1 -3 3 4 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.00072656285086539348 -0.00047245699075439872 0.00048859130411384535 -0.00057050292780776635 0.00084475068312346775 -0.00045125314737151184 0.00075697477984253288 0.00072528998543473929 -0.000495887439922804 -0.00021932906285501594 -7.6186339973824773e-09 0.00018053889217117762
leaf_weight=0.0010393532565783565 0.0012435748191319288 0.0015214007719493187 0.0013119281635632944 0.0012713846297405587 0.0010013227871734287 0.0012584228398433627 0.0010150952676080439 0.0017523957226246332 0.0017363691116241533 0.0010070635335820213 0.0011079220130953658
leaf_count=612 449 409 480 285 397 137 200 581 171 46 143
internal_value=0 4.69901e-05 -5.88885e-06 4.47321e-05 0.000124254 0.000187243 9.63761e-05 -3.04882e-05 0.00017265 0.000471371 0.000441005
internal_weight=0 0.0142269 0.0127055 0.0114619 0.01015 0.00914865 0.00789023 0.00576721 0.00401482 0.00227845 0.00212302
internal_count=3910 3298 2889 2440 1960 1563 1426 1083 502 331 343
is_linear=0
shrinkage=0.00196078


Tree=4741
num_leaves=9
num_cat=0
split_feature=3 1 15 403 2 2 52 0
split_gain=1.9695e-05 2.82473e-05 4.59326e-05 5.6565e-05 6.68045e-05 3.47555e-05 5.24133e-05 4.16072e-05
threshold=-0.15464999999999998 0.090355000000000005 -1.0000000180025095e-35 0.082370000000000013 0.091525000000000009 0.11462500000000002 -0.074484999999999982 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -3 -8
right_child=1 5 3 -5 -6 -7 7 -9
leaf_value=0.012523580000510522 -0.019907007856917302 -0.017449439312350636 -0.026153900411564991 0.020109809936993992 0.0050993509862023636 0.016110119139169068 0.01879775959331817 -0.0057387634199719748
leaf_weight=0.0011264567897629777 0.0017354284291825912 0.0013457955856129244 0.0011467295663783587 0.0010029472172430921 0.001694681954122115 0.00159920596877267 0.001391795491673731 0.0013727432744756222
leaf_count=259 1114 282 762 204 311 368 148 462
internal_value=0 -0.00134312 -0.00640307 -0.000307098 -0.00751376 0.00360183 -0.00126476 0.00661405
internal_weight=0 0.0112893 0.00557979 0.00384436 0.00284141 0.00570954 0.00411033 0.00276454
internal_count=3910 3651 2391 1277 1073 1260 892 610
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=10
num_cat=0
split_feature=14 49 2 4 48 52 1 13 2
split_gain=2.25578e-05 4.05834e-05 4.69462e-05 5.11104e-05 6.82964e-05 5.94422e-05 7.58891e-05 8.00028e-05 1.56243e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 -0.08422499999999998 0.087945000000000009 -0.087604999999999988 0.092550000000000007 -1.0000000180025095e-35 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 7 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.014201665225773284 -0.0087299383073388762 0.019689328099344646 0.013378768786102578 -0.016458941027993473 -0.023085257347231467 0.0015130349312524466 -0.0087286127672728774 0.035221354262105257 -0.02611423410948582
leaf_weight=0.0010361192956495581 0.0010135683151319937 0.0010760192100512491 0.0019194845669037982 0.0010264384659618995 0.0010252572451739878 0.0013006801328169504 0.0013950136164599353 0.0015350729887380825 0.0010552572044919585
leaf_count=196 516 565 456 274 258 883 437 181 144
internal_value=0 0.00121243 -0.000723306 -0.00396457 0.000524694 0.00512909 0.0103666 0.0197603 -0.0175972
internal_weight=0 0.0113468 0.0102708 0.00835129 0.00628246 0.00525721 0.00423077 0.00283575 0.00206883
internal_count=3910 3714 3149 2693 2033 1775 1501 1064 660
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=9
num_cat=0
split_feature=52 160 49 160 12 0 16 3
split_gain=2.27524e-05 4.39059e-05 5.81772e-05 3.68604e-05 4.83579e-05 7.61322e-05 6.91528e-05 6.40003e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.047894999999999993 -1.0000000180025095e-35 0.091555000000000011 -0.10209999999999998 -0.19424999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6 -7
right_child=3 2 -4 4 6 7 -8 -9
leaf_value=0.024170964573395574 -0.017261423035135899 0.015300283227418186 -0.012194252378782633 -0.010602603526642225 0.0054682635025062269 0.0010629672846729262 -0.030263682701502898 0.031182054257547616
leaf_weight=0.0010051189418816813 0.0015033754906536301 0.0013948889435266504 0.0017167757070067121 0.0017302544238788904 0.0010930936353073795 0.001418866528344049 0.0010735712277287219 0.0014032272028332744
leaf_count=244 924 230 716 282 121 659 513 221
internal_value=0 0.00600034 0.000130927 -0.00310673 6.03688e-05 0.00591311 -0.0122367 0.0160391
internal_weight=0 0.00411678 0.00311166 0.00822239 0.00671901 0.00455235 0.00216666 0.00282209
internal_count=3910 1190 946 2720 1796 1162 634 880
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=9
num_cat=0
split_feature=403 52 4 16 1 49 3 2
split_gain=2.08237e-05 4.63513e-05 5.5766e-05 7.71109e-05 5.4772e-05 5.05175e-05 6.36986e-05 8.51026e-05
threshold=0.087440000000000004 0.16064500000000001 -0.082509999999999986 0.032820000000000009 1.0000000180025095e-35 -0.045004999999999996 0.11265500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7
right_child=-2 -3 4 -5 5 6 -8 -9
leaf_value=0.034426560067216005 -0.013419142986533095 -0.019233841698916128 -0.017142177504776143 0.0010853290290111408 0.017471170580076936 -0.0092393597467758139 -0.02430007649472038 0.025774029037214177
leaf_weight=0.0011976901425240476 0.0010658430048424575 0.0010096759750850793 0.001694383079708893 0.0016483443822813111 0.0017510314247572911 0.0017514637687531974 0.0010309371237857239 0.0011499668831524848
leaf_count=484 349 454 1137 288 306 502 139 251
internal_value=0 0.00120653 0.00322517 0.0151162 -0.0013619 0.00334265 -0.0029486 0.00463801
internal_weight=0 0.0112335 0.0102238 0.00284603 0.00737778 0.0056834 0.00393237 0.00290143
internal_count=3910 3561 3107 772 2335 1198 892 753
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=10
num_cat=0
split_feature=15 15 43 156 1 1 42 52 13
split_gain=2.02711e-05 3.05027e-05 3.61441e-05 4.01949e-05 7.04073e-05 5.3628e-05 5.20199e-05 4.3915e-05 3.02977e-05
threshold=-0.24219999999999997 -0.10981499999999998 -0.17307499999999998 0.084330000000000016 0.10031000000000002 0.089075000000000015 0.086325000000000013 -0.06724999999999999 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=0.013554097383356018 -0.015392649686794976 0.014662494117578036 0.023446797130741485 -0.020549825119473467 0.017257339920990346 -0.024369196598061943 -0.019573675691174318 0.010670788878870123 -0.012582332881265968
leaf_weight=0.0010050106344497147 0.0013461351917712959 0.0015524438576679728 0.0010144445758473561 0.0010203205468034722 0.0018908748695789243 0.001145337645182049 0.0010330128282504455 0.0010603604096200273 0.001188249658691516
leaf_count=317 339 231 261 450 443 374 701 193 601
internal_value=0 -0.00126878 0.000650714 -0.00195357 0.00063419 -0.00514231 -1.63993e-05 0.00617501 -0.00161703
internal_weight=0 0.0112512 0.00990504 0.0083526 0.00733228 0.00544141 0.00429607 0.00326305 0.00224861
internal_count=3910 3593 3254 3023 2573 2130 1756 1055 794
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 2 13 16 4 2
split_gain=6.92774e-05 5.25799e-05 5.95841e-05 8.67218e-05 8.27726e-05 8.81388e-05 9.53776e-05 7.73844e-05 7.05597e-05 9.56594e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 0.10796500000000002 -0.07409499999999998 -0.17157499999999998 0.0057500000000000008 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 9 -8
right_child=1 -3 3 4 -6 7 8 -9 -10 -11
leaf_value=-0.0004894730497537966 -0.00040656018826226177 0.00039326689152346353 -0.00049843542000078728 0.00065622785721122659 -0.00040928416246958661 -0.00055281098469064276 0.00023325270235522238 0.00019950769952344028 0.00040760177768887576 -0.00056137601050608476
leaf_weight=0.0010644985901287615 0.0013067210257652626 0.0013759551100393152 0.0010428668897884833 0.0018489907417711749 0.0010923981621294545 0.0010639034474444293 0.0013877687111861488 0.0010390517883056925 0.0018775868138481326 0.001003710132975432
leaf_count=627 529 400 400 440 204 142 522 208 152 286
internal_value=0 3.07558e-05 -1.20118e-05 3.7771e-05 9.78126e-05 0.000165195 0.000284226 -0.000181097 0.000123107 -0.000100255
internal_weight=0 0.013039 0.011663 0.0103563 0.00931341 0.00822101 0.00611806 0.00210296 0.00426907 0.00239148
internal_count=3910 3283 2883 2354 1954 1750 1400 350 960 808
is_linear=0
shrinkage=0.00196078


Tree=4747
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 52 2 4 47
split_gain=0.000105419 6.14158e-05 7.95013e-05 0.000117715 0.000136488 8.09236e-05 6.6292e-05 5.70829e-05 6.54785e-05 5.37529e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.08764000000000001 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 0.090640000000000012 0.113945 0.0057500000000000008 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 -2 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00062184453122981012 -0.00011838251666727409 -0.00040912715047341288 -0.00044033046135797044 0.00041676810578436969 0.00096872997084800853 -0.00023262049862283023 -0.00049391544021815082 -0.00032951850167849649 0.00060390705895666994 2.6271128098568207e-05
leaf_weight=0.0010016313652319768 0.0019694571713049242 0.00108317117944312 0.0010383423767932427 0.0019610273355749018 0.0011233348076678811 0.0011827532861799456 0.0010226328553156958 0.0012123891633937737 0.0014563238753223864 0.0010777347681572846
leaf_count=612 678 481 331 533 91 282 404 193 243 62
internal_value=0 3.80928e-05 7.83133e-05 0.000127245 0.000382078 0.000172455 -3.41247e-05 4.81365e-05 0.000149805 0.000358239
internal_weight=0 0.0131272 0.012044 0.0110057 0.00426712 0.00314378 0.00673854 0.0057159 0.00450352 0.00253406
internal_count=3910 3298 2817 2486 906 815 1580 1176 983 305
is_linear=0
shrinkage=0.00196078


Tree=4748
num_leaves=10
num_cat=0
split_feature=50 160 133 2 4 1 3 133 12
split_gain=2.14076e-05 4.41609e-05 4.44103e-05 9.25825e-05 5.13705e-05 9.32676e-05 5.56782e-05 2.82075e-05 3.28283e-06
threshold=0.088425000000000017 -0.085744999999999988 -0.0056849999999999991 0.11339500000000001 0.0057500000000000008 0.086560000000000012 0.0021050000000000005 1.0000000180025095e-35 0.090715000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 8 -4 -6
right_child=-2 2 3 -5 6 -7 -8 -9 -10
leaf_value=0.020747338760411023 -0.013310281066206592 -0.017761693261890907 0.017959990879058946 -0.020356526247028328 0.0015564446730980009 -0.025248295350535962 0.032583788732842248 -0.0019429134177203254 0.0096563945223868356
leaf_weight=0.0010526380611722451 0.0011095098104610688 0.0013357864858819677 0.0015158656491333804 0.0015516893112219503 0.0010005689742644394 0.0011371720249559805 0.00123851776367542 0.0013429380009826362 0.0010008754887140705
leaf_count=485 689 777 189 399 147 427 113 539 145
internal_value=0 0.00125343 -0.000773552 0.00180878 0.00656195 -0.00102501 0.0159193 0.0086105 0.00560704
internal_weight=0 0.0111761 0.0101234 0.00878763 0.00723594 0.00399598 0.00323996 0.0028588 0.00200144
internal_count=3910 3221 2736 1959 1560 1155 405 728 292
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=10
num_cat=0
split_feature=11 0 13 43 52 52 16 0 1
split_gain=1.90429e-05 3.03886e-05 4.42403e-05 4.19035e-05 3.5027e-05 3.08921e-05 4.51031e-05 9.99619e-05 1.03167e-05
threshold=0.079700000000000007 -0.017269999999999997 0.0024700000000000004 -0.053009999999999995 0.024145000000000003 -0.074484999999999982 -0.19424999999999998 -0.15137999999999999 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -3 -5 -7 -8 -1
right_child=-2 4 -4 5 -6 6 7 -9 -10
leaf_value=0.0066704311607392458 -0.013174854926731747 0.025121413827947969 -0.018877101732832434 -0.016548229284003554 -0.00016415699974151553 -0.013422842417826392 0.032541363554756148 -0.0055681945605000442 0.020985666588644585
leaf_weight=0.0010123328123154284 0.0010146320394522962 0.0010296742947504475 0.0012527987813543478 0.0012977539732922528 0.0011707458499897764 0.0014622307661523348 0.0010685349880642007 0.0019341175623789992 0.0010014747416158452
leaf_count=786 254 232 499 236 100 257 78 1034 434
internal_value=0 0.0011304 -0.00143763 0.0013719 0.0116681 -0.00296753 0.000979813 0.00799361 0.0137895
internal_weight=0 0.0112297 0.00902924 0.00777644 0.00220042 0.00576264 0.00446488 0.00300265 0.00201381
internal_count=3910 3656 3324 2825 332 1605 1369 1112 1220
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=10
num_cat=0
split_feature=484 159 160 42 49 1 0 2 43
split_gain=0.000106577 4.80649e-05 6.27898e-05 8.64562e-05 5.78354e-05 9.44831e-05 6.19994e-05 7.50897e-05 8.358e-05
threshold=-0.0043499999999999988 0.08764000000000001 -0.080184999999999992 -1.0000000180025095e-35 -0.081419999999999979 0.11052000000000002 -0.17106499999999999 0.10113500000000002 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -8
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.00063016004685595808 -0.00041123525584340292 0.00037271408536931373 -0.00032987659875022702 0.00048316988955849006 0.00056954828309146261 -0.00036808715960527985 0.00068582993742164345 -0.00032220091317902141 -3.0521611218915374e-06
leaf_weight=0.0010099461714730444 0.0013317635847663175 0.0014109810070893078 0.0019672803558670607 0.0014480250500897504 0.0011967577944711023 0.001588586186338399 0.0010419903963633701 0.001330427522083788 0.001933793586147392
leaf_count=612 529 409 802 185 72 299 187 253 562
internal_value=0 3.06304e-05 -1.01407e-05 4.06988e-05 0.000126069 5.31525e-05 0.000174755 6.50365e-05 0.000238164
internal_weight=0 0.0132496 0.0118386 0.0105069 0.00853958 0.00709156 0.00550297 0.00430621 0.00297578
internal_count=3910 3298 2889 2360 1558 1373 1074 1002 749
is_linear=0
shrinkage=0.00196078


Tree=4751
num_leaves=12
num_cat=0
split_feature=484 133 0 42 160 43 3 48 15 16 51
split_gain=0.000149169 7.36649e-05 9.1173e-05 5.94231e-05 8.10506e-05 7.07677e-05 0.000117632 7.49798e-05 0.000103361 0.000123446 1.7019e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -0.090359999999999982 -0.080184999999999992 -0.074254999999999988 -0.078669999999999976 0.087945000000000009 -0.094924999999999995 -0.088144999999999987 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -7 -10 -9
right_child=1 -3 -4 4 5 7 -8 10 9 -11 -12
leaf_value=-0.0007147994414235505 -0.00037600981382547442 -0.00045050112256459044 0.00063720997057713669 -0.0003057225632898003 7.7833947756761402e-05 0.00058762435276187507 0.00094488773921571462 -0.0004404810481617612 0.00031966526812890841 -0.00054616988995307325 -7.9953577973727267e-05
leaf_weight=0.001067014818525446 0.0011984100226846229 0.0010590428845186307 0.0010638138464144067 0.0017060667893924351 0.0014296361946294273 0.0016205042789017715 0.0010386196591297019 0.0010106621205041716 0.0015102671496338945 0.0010900243713610717 0.0010029902610491359
leaf_count=612 342 472 70 552 307 227 240 128 297 581 82
internal_value=0 4.62889e-05 8.78106e-05 3.74574e-05 8.50618e-05 0.000161671 0.000442682 5.04165e-05 0.000198941 -4.32869e-05 -0.000260904
internal_weight=0 0.01373 0.012671 0.0116072 0.0104088 0.0087027 0.00246826 0.00623445 0.0042208 0.00260029 0.00201365
internal_count=3910 3298 2826 2756 2414 1862 547 1315 1105 878 210
is_linear=0
shrinkage=0.00196078


Tree=4752
num_leaves=10
num_cat=0
split_feature=50 4 12 156 3 16 2 1 3
split_gain=1.84067e-05 3.59281e-05 4.38888e-05 5.12633e-05 6.59178e-05 8.10275e-05 7.61902e-05 2.94634e-05 2.95925e-05
threshold=0.088425000000000017 0.28937500000000005 -0.036459999999999992 0.082150000000000015 0.097615000000000021 0.22945500000000005 0.093070000000000014 0.089825000000000002 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.02044422450460906 -0.012339322987165779 0.017125651526523816 -0.018816435702334239 -0.019688400721685418 0.020853148375721168 0.024774107048511605 -0.027735779143631296 0.012760787314974847 0.0034909503311925313
leaf_weight=0.0010260454549825609 0.001111842711763472 0.0012505569567328413 0.0010049591144238575 0.0010207609772816305 0.0018141443213095937 0.0010239056871994634 0.0012288253344925242 0.001351419827512447 0.0014566535123649476
leaf_count=270 689 396 621 452 115 277 419 194 477
internal_value=0 0.00115214 -0.000860181 0.00139742 0.00412887 -0.000873021 -0.00608147 0.000897065 -0.00561609
internal_weight=0 0.0111773 0.00992671 0.00890067 0.00787991 0.00606576 0.00504186 0.00381303 0.00246161
internal_count=3910 3221 2825 2555 2103 1988 1711 1292 1098
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=9
num_cat=0
split_feature=150 4 0 52 133 42 15 43
split_gain=1.91764e-05 8.82073e-05 4.53356e-05 0.000171898 4.49383e-05 6.85121e-05 8.00048e-05 8.53512e-05
threshold=-1.0000000180025095e-35 0.25367000000000006 -0.10209999999999998 -0.068164999999999989 -0.085714999999999986 -1.0000000180025095e-35 -0.053579999999999996 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -8
right_child=1 -3 4 -5 5 6 7 -9
leaf_value=-0.013331139855253813 0.011414900941780461 0.020669355597299141 0.021080134546622747 -0.038079726405606203 -0.024072409037617877 0.024389026176523956 0.016916594934526682 -0.017620114675269617
leaf_weight=0.00100023047685223 0.0013928345848811981 0.001914685027724866 0.0010091263052782887 0.0014141540089442984 0.0011102850801811195 0.0013144222384258485 0.0011244007939490335 0.0019679658819933069
leaf_count=169 172 486 453 266 645 520 296 903
internal_value=0 0.0011177 -0.00289328 -0.0135204 0.00167755 -0.00187137 0.00372215 -0.00506239
internal_weight=0 0.0112479 0.00933319 0.00280699 0.0065262 0.00551707 0.00440679 0.00309237
internal_count=3910 3741 3255 438 2817 2364 1719 1199
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=9
num_cat=0
split_feature=42 43 16 0 49 160 0 15
split_gain=2.25337e-05 4.21487e-05 3.20595e-05 5.35284e-05 3.92234e-05 6.97975e-05 3.98115e-05 5.95459e-05
threshold=0.092145000000000019 0.12326000000000002 0.10994000000000002 -0.077944999999999987 -0.00064499999999999985 0.08234000000000001 -0.10131499999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.03178826775548603 -0.010134904988885959 0.021188425014137032 -0.01263327213329532 0.019686028820607934 -0.0020876978886404823 0.0039173465121519323 -0.012297315996249459 0.027020623026190457
leaf_weight=0.0010022832777954469 0.0018774972734375483 0.0010090379311497458 0.0017250716623949764 0.0014586308148202207 0.0016270537287168267 0.0012065130581864671 0.0010475546193921114 0.0012371375648537928
leaf_count=360 832 233 475 419 210 141 1091 149
internal_value=0 0.00177597 -0.000329296 0.00247117 -0.00163142 -0.0122848 0.00438406 0.0104851
internal_weight=0 0.0103133 0.00930424 0.00757917 0.00612054 0.0022088 0.00391175 0.00286419
internal_count=3910 3078 2845 2370 1951 501 1450 359
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=12
num_cat=0
split_feature=484 133 40 484 42 1 3 4 16 47 2
split_gain=0.000109999 7.94239e-05 9.6611e-05 6.58501e-05 0.00010554 7.53311e-05 9.37723e-05 0.000102279 8.05842e-05 8.67223e-05 5.01004e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.087420000000000012 -0.089744999999999978 0.092550000000000007 -0.11266 0.018480000000000003 -0.30307999999999996 0.087850000000000025 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 10 -7 -10 -8
right_child=1 -3 3 -5 5 8 7 -9 9 -11 -12
leaf_value=-0.00062971739742722168 0.00066551501986317012 -0.00048127919460772098 -0.00048782760675395901 -0.00042794279222316457 0.00081810320046904375 -0.00046519307827032883 0.00024888720553276007 0.00068369501362942767 0.00045200802030853448 -0.00027517024572779796 -0.0002510298365450787
leaf_weight=0.0010208791471835463 0.0010023575706159813 0.0010437036959988566 0.0011232786073963044 0.0010892039666092453 0.0010751715163746798 0.0012637242990732587 0.001468134701047494 0.0010955696801497935 0.0014669316108584219 0.0011058747453740123 0.0016225159954491159
leaf_count=612 248 472 311 316 104 216 516 162 359 121 473
internal_value=0 3.80572e-05 8.20793e-05 3.03737e-05 7.92134e-05 0.000149223 0.000301581 0.00016892 -5.97193e-05 0.000139443 -1.3557e-05
internal_weight=0 0.0133565 0.0123128 0.0113104 0.0102212 0.00909792 0.00526139 0.00418622 0.00383653 0.00257281 0.00309065
internal_count=3910 3298 2826 2578 2262 1951 1255 1151 696 480 989
is_linear=0
shrinkage=0.00196078


Tree=4756
num_leaves=10
num_cat=0
split_feature=14 49 2 4 48 52 1 13 4
split_gain=1.95743e-05 3.84638e-05 4.93892e-05 4.66773e-05 6.16283e-05 5.50694e-05 6.86279e-05 5.74093e-05 1.39797e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 -0.08422499999999998 0.087945000000000009 -0.087604999999999988 0.092550000000000007 -1.0000000180025095e-35 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 7 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.013361000537373661 -0.0087871639773167854 0.019256780127279764 0.013802740587553645 -0.016364365375729356 -0.022486471847173728 0.0032671819851853808 -0.0084951736128287599 0.032061936579140103 -0.025328501823378227
leaf_weight=0.0010143566936554127 0.0010040417255164807 0.0010614512758308449 0.0018946893884779032 0.0010075288524020887 0.0010010663515162659 0.0012889505913555642 0.0013862318499613304 0.0014960367809935015 0.0010402934839153519
leaf_count=196 173 565 456 274 258 883 437 181 487
internal_value=0 0.00114693 -0.000752762 -0.00410608 0.000226993 0.00461757 0.00968561 0.0187351 -0.0172045
internal_weight=0 0.0111803 0.0101188 0.00822415 0.00617981 0.00517875 0.00417122 0.00278499 0.00204434
internal_count=3910 3714 3149 2693 2033 1775 1501 1064 660
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=13
num_cat=0
split_feature=11 158 3 457 16 16 15 52 1 1 1 1
split_gain=0.000130356 9.54244e-05 7.63105e-05 0.000101637 0.0001245 6.90443e-05 9.2539e-05 7.85775e-05 7.68767e-05 8.41049e-05 9.80634e-05 5.73097e-05
threshold=0.08184000000000001 0.082560000000000008 -0.10628499999999998 -0.0034949999999999994 -0.49150499999999991 -0.0037499999999999994 -0.017214999999999998 -0.044539999999999989 0.085990000000000011 0.092550000000000007 0.11287500000000002 0.07585500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 -5 8 -7 -8 -6 -10 -11 -1
right_child=-2 -3 3 4 5 6 7 -9 9 10 -12 -13
leaf_value=0.00012644347339891079 -0.00065326839103037608 -0.00053334050396961917 -0.00056712690884348196 0.00073347420777675578 -0.00045044426760030117 -0.00016977606608331025 0.00086086762790093889 0.00014330962967835735 0.00042949498061688434 -0.0005284742868066737 0.0002800440145549489 0.00077510125050379635
leaf_weight=0.0010979328027188463 0.0010929397804554904 0.0010074562451909156 0.0010028086961064537 0.0010303836638780864 0.0018525223373125335 0.0014707209124507391 0.0010385575933912154 0.0013486816097544787 0.0013476862150788339 0.0013556324378321042 0.0010038204680753332 0.0010011988303544677
leaf_count=118 224 436 286 133 1157 409 160 199 214 256 182 136
internal_value=0 4.8861e-05 9.21485e-05 2.91464e-05 8.63772e-05 1.55782e-05 0.000217122 0.00045548 -0.000124277 3.87149e-05 -0.000184493 0.000435826
internal_weight=0 0.0145574 0.0135499 0.0114508 0.010448 0.00941762 0.00385796 0.00238724 0.00555966 0.00370714 0.00235945 0.00209913
internal_count=3910 3686 3250 2996 2710 2577 768 359 1809 652 438 254
is_linear=0
shrinkage=0.00196078


Tree=4758
num_leaves=12
num_cat=0
split_feature=484 48 48 474 13 0 3 15 43 16 3
split_gain=0.000173537 8.41908e-05 9.24603e-05 0.000105173 6.49728e-05 6.00978e-05 7.08084e-05 9.08906e-05 5.7718e-05 5.5376e-05 4.45879e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.095825000000000007 0.084655000000000022 -0.094679999999999986 -0.017269999999999997 0.088060000000000013 -0.094924999999999995 -0.083899999999999988 -0.087089999999999987 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -6 -9 -2 -10
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.00077942894981040283 0.00056626150751762578 -0.00047624288361090302 0.00065281350612341382 0.00063949206017179417 0.00035510364197919805 0.00025228929512709642 -0.00054425927772957052 8.4553070989092549e-05 -0.00072739173320608491 -3.6059619615087789e-05 -0.00017155020654766569
leaf_weight=0.0010562219938970484 0.0011885126875191972 0.0010927014274198692 0.0010342062186251234 0.001026520088677609 0.0014034494137622577 0.0015014835848845129 0.0015802429654548922 0.0013643183839221872 0.0010277334481252065 0.0011592411106797873 0.0012058692638281551
leaf_count=612 223 137 183 304 306 270 119 445 898 94 319
internal_value=0 4.56743e-05 9.13291e-05 4.06464e-05 -1.82872e-05 -0.000101689 -0.000182443 -6.81223e-05 -0.000233211 0.000268856 -0.000427306
internal_weight=0 0.0135843 0.0124916 0.0114574 0.0104309 0.0080831 0.00658161 0.00500137 0.00359792 0.00234775 0.0022336
internal_count=3910 3298 3161 2978 2674 2357 2087 1968 1662 317 1217
is_linear=0
shrinkage=0.00196078


Tree=4759
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 0 43 3 4 2
split_gain=6.60868e-05 4.57959e-05 5.23924e-05 8.67236e-05 7.06217e-05 9.21535e-05 5.30822e-05 7.64544e-05 8.83864e-05 4.97476e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 -0.15713499999999997 0.0016850000000000001 -0.078669999999999976 -1.0000000180025095e-35 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 7 -7 -9 -5
right_child=1 -3 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.00049142814644712854 -0.0003958559547583064 0.00037041521455181872 -0.00051056398848265045 0.00010900298553076078 -0.00038083501061193174 -9.4936737250907107e-05 0.00067516453669339092 0.0008731191374062538 0.00013386627385364246 -0.00050522190325722046
leaf_weight=0.001028512178565851 0.0012362647008635512 0.001324268911224208 0.0010141547054763932 0.0010091369719031941 0.0010559203277259593 0.0019925327943801736 0.001094574063386004 0.0010006000705859259 0.0016425672988765834 0.0010187624740421947
leaf_count=627 529 400 400 74 204 881 203 258 243 91
internal_value=0 2.5822e-05 -1.54211e-05 3.24326e-05 9.49101e-05 0.000159661 0.000286789 0.000195087 0.000413719 -0.000199567
internal_weight=0 0.0123888 0.0110645 0.00982825 0.00881409 0.00775817 0.00573027 0.0046357 0.00264317 0.0020279
internal_count=3910 3283 2883 2354 1954 1750 1585 1382 501 165
is_linear=0
shrinkage=0.00196078


Tree=4760
num_leaves=10
num_cat=0
split_feature=11 43 12 12 13 52 16 0 0
split_gain=1.88923e-05 3.17569e-05 5.77088e-05 6.15698e-05 4.30035e-05 5.664e-05 5.2401e-05 8.50673e-05 3.21984e-05
threshold=0.079700000000000007 -0.053009999999999995 0.051320000000000005 0.092150000000000024 -0.09547499999999999 -0.072349999999999984 -0.19424999999999998 -0.15137999999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 -7 -8 -3
right_child=-2 4 3 -5 5 6 7 -9 -10
leaf_value=0.026387838163538582 -0.01308384319218682 -0.003147319578014722 -0.016311195965845543 0.013906345129977597 -0.026133675700800559 -0.019229271357351307 0.02906063533005886 -0.0074727647649943984 0.021638968242712359
leaf_weight=0.0012225385618801704 0.0010232151928488064 0.0010436271696175024 0.001231571999249455 0.0014901743578238046 0.0012587770291300942 0.001198583180873361 0.0010019262104905564 0.0017516117778538945 0.0010527997514564319
leaf_count=359 254 255 832 526 271 199 73 1041 100
internal_value=0 0.00110867 0.00833982 0.00023311 -0.00279449 -0.00766032 -0.00177643 0.0058206 0.00930005
internal_weight=0 0.0112516 0.00394428 0.00272175 0.00730733 0.0052109 0.00395212 0.00275354 0.00209643
internal_count=3910 3656 1717 1358 1939 1584 1313 1114 355
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=10
num_cat=0
split_feature=484 133 484 16 16 2 151 4 2
split_gain=0.000102343 7.47001e-05 9.85304e-05 0.000119026 0.000150444 0.00012391 5.37434e-05 0.000103606 5.57389e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.3935300000000001 0.092340000000000019 -0.0088999999999999982 0.15927500000000003 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0006101235299015667 -0.00036214193124023359 -0.00046982472455261282 -0.00048049844068386586 0.00022056442548724672 -0.00018460229483848004 0.0010133683598100727 0.00015085729036644785 0.00042695445646519269 -0.00035054052625399415
leaf_weight=0.0010028407968299515 0.0014207755288454865 0.0010214501284259358 0.0010898593829744016 0.001471435007919152 0.0012274196362170526 0.0015630805570851195 0.0014863778529256009 0.0019584255339519631 0.0019985816999610584
leaf_count=612 220 472 341 375 292 241 501 287 569
internal_value=0 3.95578e-05 8.21504e-05 0.000137265 0.000394642 0.000628938 -2.25398e-05 6.60996e-05 -0.000136688
internal_weight=0 0.0132374 0.012216 0.0111261 0.00426194 0.00303452 0.00686416 0.00544339 0.00348496
internal_count=3910 3298 2826 2485 908 616 1577 1357 1070
is_linear=0
shrinkage=0.00196078


Tree=4762
num_leaves=10
num_cat=0
split_feature=42 403 160 42 43 1 43 4 16
split_gain=2.16591e-05 3.77762e-05 5.40306e-05 7.90997e-05 8.80383e-05 4.70037e-05 2.99668e-05 8.42897e-05 4.14742e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.09112000000000002 0.0033500000000000005 0.0057500000000000008 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 -6 -9
right_child=-2 -3 3 4 6 -7 -8 8 -10
leaf_value=-0.030045843432345311 -0.0098919848837724367 0.018130796638546401 -0.020967390587715327 0.031473646309775463 -0.021109258441039072 -0.00046071836058444494 0.017147518318635275 -0.0039857512478930785 0.023773996496016185
leaf_weight=0.0010107799722791756 0.0018978073558706858 0.0012365548304197954 0.0010896038135363231 0.0012878331879737914 0.0014398095812686428 0.0011457189155046072 0.0010060661774305138 0.00105730118198872 0.0010962197755739471
leaf_count=676 832 358 709 429 385 218 99 156 48
internal_value=0 0.00172754 -0.000493283 0.00378284 0.0083636 -0.0143277 0.00189277 -0.00237827 0.010145
internal_weight=0 0.0103699 0.00913333 0.00697683 0.00588723 0.0021565 0.0045994 0.00359333 0.00215352
internal_count=3910 3078 2720 1826 1117 894 688 589 204
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=8
num_cat=0
split_feature=159 1 2 160 12 3 4
split_gain=1.83457e-05 3.09268e-05 4.3423e-05 4.00226e-05 7.17785e-05 8.92501e-05 3.94845e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.086650000000000019 0.084835000000000008 0.089995000000000006 0.090325000000000003 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.012173139900005556 0.0012271982755629365 0.017672629243035958 0.02349674897513665 0.017542110444592227 -0.015285942404084072 -0.011998303212659708 -0.020112345599454004
leaf_weight=0.0011347344910340564 0.0017137388432825699 0.0010308706495166407 0.0017921866352445322 0.0016864138795199589 0.0019373673191501457 0.0011714106107582334 0.0017550540064375291
leaf_count=633 939 298 597 304 678 190 271
internal_value=0 0.00117682 -0.000514188 0.00425426 -0.000318073 0.00946675 -0.00956966
internal_weight=0 0.011087 0.0100562 0.00658738 0.00490096 0.0029636 0.00346879
internal_count=3910 3277 2979 1769 1465 787 1210
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=10
num_cat=0
split_feature=160 50 3 15 3 160 43 3 43
split_gain=1.94491e-05 4.54345e-05 3.42391e-05 5.43796e-05 0.000132172 6.22121e-05 8.67971e-05 8.46022e-05 2.60472e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -6 -7 -8 -1
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=0.0030689988563282777 -0.012505687852384215 -0.018654011399950678 -0.032823988310234149 0.018980602158714083 0.022187047729530819 0.022512052061512831 -0.02793678075045198 0.0056844410089268377 0.025122081382840875
leaf_weight=0.0010339548103657668 0.0011377151518143129 0.0010413511518028934 0.0012422563038637299 0.0012936253265686442 0.0013242442576432943 0.001011467751654704 0.0015189087154033054 0.0014754645867410742 0.0011111320197281851
leaf_count=155 311 638 1019 561 261 268 237 197 263
internal_value=0 0.00122551 0.00329338 0.000239391 -0.00344942 0.00339677 -0.00281489 -0.0113701 0.0144923
internal_weight=0 0.0110524 0.0100111 0.00786597 0.00657234 0.00533009 0.00400584 0.00299437 0.00214509
internal_count=3910 3599 2961 2543 1982 963 702 434 418
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=11
num_cat=0
split_feature=484 3 151 150 4 42 43 52 4 2
split_gain=5.67011e-05 4.8985e-05 3.75535e-05 9.3601e-05 7.12106e-05 6.02342e-05 7.73206e-05 4.92711e-05 6.70044e-05 4.04365e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.25367000000000006 -0.089744999999999978 -0.074254999999999988 0.090640000000000012 -0.076329999999999995 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 8 -8 -10
right_child=1 2 4 -5 -6 6 7 -9 9 -11
leaf_value=-0.00044912106281081154 0.0004271241171913704 -0.0006510689675778144 -0.00045523401873644523 0.00014746522999282372 0.0004624305599050834 0.00038116603012565295 0.00036895655722023006 -0.00043196226498622684 -0.00046117797916970306 5.1939032695225256e-05
leaf_weight=0.0010396959616688012 0.0010773683251940171 0.001087505959365305 0.0010831124002441978 0.0011731621754950588 0.0013445374175670615 0.0018794777454024941 0.0013773663684114932 0.0011989061283217924 0.0010540798004520053 0.0013425300498578372
leaf_count=627 225 208 315 290 349 558 489 413 191 245
internal_value=0 2.72725e-05 -1.00553e-05 -0.000236674 4.51504e-05 -2.5551e-05 4.23665e-05 -8.56812e-05 2.43244e-05 -0.000173741
internal_weight=0 0.012618 0.0115407 0.00226067 0.00928001 0.00793547 0.00685236 0.00497288 0.00377398 0.00239661
internal_count=3910 3283 3058 498 2560 2211 1896 1338 925 436
is_linear=0
shrinkage=0.00196078


Tree=4766
num_leaves=11
num_cat=0
split_feature=133 13 484 16 51 49 52 12 47 3
split_gain=7.57742e-05 8.98965e-05 6.06069e-05 4.84201e-05 9.9023e-05 6.83248e-05 0.000136134 0.000121519 3.69328e-05 7.152e-05
threshold=0.10681500000000001 -0.26418499999999995 0.087420000000000012 0.24895000000000003 -0.0084849999999999978 -0.081629999999999994 -0.020314999999999996 0.091555000000000011 0.09252500000000001 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 -8
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=0.00054847749974028519 -0.00052481936077677948 0.00054209785359387718 -0.00047513721355310341 0.00034848921491097574 0.00030025445481158836 -0.00076204228245104128 -0.00014227287780551787 -0.00064606815358053584 -0.00021200837743144701 0.00045613777301597676
leaf_weight=0.0011870172747725618 0.0010040464824755306 0.001032113114318633 0.0010176757282879473 0.0015293086282706916 0.001337406270479004 0.0012716966041872273 0.0013152091060109374 0.0010464751465436286 0.0010862129064412055 0.0018451369772380733
leaf_count=181 545 390 310 420 183 330 709 414 114 314
internal_value=0 3.47786e-05 -1.83315e-05 2.6097e-05 -2.90881e-05 -0.000103692 -0.000185986 -4.75838e-05 9.99001e-05 0.000207103
internal_weight=0 0.0126683 0.0114812 0.0104636 0.00893425 0.00790214 0.00656473 0.00529303 0.00424656 0.00316035
internal_count=3910 3365 3184 2874 2454 2064 1881 1551 1137 1023
is_linear=0
shrinkage=0.00196078


Tree=4767
num_leaves=9
num_cat=0
split_feature=42 133 160 157 42 43 48 15
split_gain=2.05282e-05 3.00291e-05 5.59326e-05 6.31176e-05 5.42298e-05 6.80637e-05 3.67349e-05 5.34377e-05
threshold=0.092145000000000019 -0.085714999999999986 -1.0000000180025095e-35 -0.022224999999999998 -1.0000000180025095e-35 -0.06705499999999999 0.086285000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.017723060675496068 -0.0096648485578088306 0.0040903869783727202 -0.013929824270318867 -0.030255594895731167 0.029053794487922807 0.028166072209528804 -0.0080461263039646961 -0.0010379767528680447
leaf_weight=0.001049261132715436 0.0018830357611307981 0.001001518907608964 0.0013453767555220986 0.0011487874748844274 0.0012465549656829064 0.0010216715426542003 0.001874984189548054 0.0016201388334140454
leaf_count=496 832 346 618 534 428 136 176 344
internal_value=0 0.00168992 -0.000127001 -0.0142587 0.00414768 0.00836763 0.00265862 0.0102562
internal_weight=0 0.0103083 0.00925903 0.00215031 0.00710873 0.00576335 0.00451679 0.00264181
internal_count=3910 3078 2582 880 1702 1084 656 480
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=12
num_cat=0
split_feature=133 40 48 16 15 47 3 42 12 1 43
split_gain=7.57419e-05 9.44691e-05 0.000115311 0.000100152 0.000112869 0.000101191 0.000111703 0.000127531 0.000174598 7.82095e-05 6.23292e-05
threshold=0.10681500000000001 -0.079539999999999986 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.09550500000000002 0.10223 0.085195000000000007 0.084100000000000022 0.086560000000000012 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 -6 -9
right_child=-2 2 -4 4 5 -7 -8 10 -10 -11 -12
leaf_value=0.00059853013847161569 -0.00052488339403389294 0.00053133135388252291 -0.00065392322117015028 -0.00060857717295955684 0.00029295635885938224 0.0005741099494247947 0.0005613231079163168 0.000616274240023593 -0.00090026452429688326 -0.00034716540450597909 -6.8790986110839778e-05
leaf_weight=0.0010356135363645226 0.0010186750113167818 0.0013904320460649709 0.0010067286700341837 0.0011483515757276007 0.0013420102703355923 0.0011998998453057845 0.0010247622406319469 0.0010045110319322967 0.0013860836358404447 0.0016192577972282546 0.0010384861657337851
leaf_count=253 545 226 118 310 255 169 131 143 912 144 704
internal_value=0 3.00325e-05 -1.83818e-05 3.89814e-05 -3.11357e-05 4.58352e-05 -3.96492e-05 -0.000136022 -0.000325909 -5.70701e-05 0.000268045
internal_weight=0 0.0131961 0.0121605 0.0111538 0.00976336 0.00861501 0.00741511 0.00639035 0.00434735 0.00296127 0.002043
internal_count=3910 3365 3112 2994 2768 2458 2289 2158 1311 399 847
is_linear=0
shrinkage=0.00196078


Tree=4769
num_leaves=10
num_cat=0
split_feature=11 48 0 2 133 43 52 16 1
split_gain=1.85281e-05 3.29738e-05 5.85588e-05 3.89087e-05 4.30458e-05 6.16207e-05 6.71279e-05 6.98918e-05 3.74121e-05
threshold=0.079700000000000007 0.091555000000000011 -0.15007499999999999 0.11260500000000001 0.087550000000000017 -0.074254999999999988 -0.066329999999999986 -0.057604999999999996 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -7 -8 -1
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.026339580783477153 -0.013031290374410105 -0.0046660577564634157 0.028661476202656584 0.013425847464710282 -0.021349655041590553 -0.029155604248435454 -0.012924703547137612 0.018879896396563983 0.00075834101617367703
leaf_weight=0.0010141628060207598 0.0010106061507129628 0.0010315248949722827 0.0010783637434515847 0.0014625395866179128 0.0012497793258970302 0.0011336301215005683 0.0017623254591846921 0.0011365561847349588 0.0013103940109456698
leaf_count=412 254 75 365 448 762 226 768 284 316
internal_value=0 0.00110768 0.0123676 -0.00151182 -0.00438383 -0.00104841 -0.00852351 -0.000455166 0.011919
internal_weight=0 0.0111793 0.00210989 0.00906939 0.00760685 0.00635707 0.00403251 0.00289888 0.00232456
internal_count=3910 3656 440 3216 2768 2006 1278 1052 728
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=10
num_cat=0
split_feature=47 4 1 1 4 1 13 12 16
split_gain=1.76704e-05 6.27298e-05 6.31945e-05 6.38396e-05 4.29264e-05 4.40209e-05 4.32171e-05 3.38677e-05 3.26886e-05
threshold=0.11926500000000002 0.24280000000000004 0.11215000000000001 0.095575000000000007 -0.076329999999999995 0.086560000000000012 -0.075169999999999987 0.086865000000000012 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -3
right_child=-2 8 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0070151290448544658 -0.012730159593629787 0.02907647031708422 -0.024352348308986804 0.022919184595684386 -0.017855447846613189 -0.026681108003834338 0.0098209821791753159 0.013444640786066343 0.004062936784205432
leaf_weight=0.0013664302197802162 0.0010089836927013951 0.0010563101096390153 0.0011560532616081655 0.0011095109723989411 0.0010327088478191632 0.0011583288983965231 0.0012436492726697486 0.0019834984284098148 0.0010337435738901855
leaf_count=485 145 212 217 384 651 265 603 645 303
internal_value=0 0.00108982 -0.00251629 0.000681482 -0.00295512 -0.0108106 -0.0027349 0.00509914 0.0167047
internal_weight=0 0.0111402 0.00905018 0.00789413 0.00678462 0.00343469 0.00227636 0.00334993 0.00209005
internal_count=3910 3765 3250 3033 2649 1519 1254 1130 515
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=9
num_cat=0
split_feature=1 4 49 15 15 0 13 13
split_gain=1.91506e-05 5.43805e-05 4.01468e-05 4.34061e-05 7.35769e-05 5.41652e-05 3.23131e-05 2.84355e-05
threshold=0.085835000000000009 -0.082054999999999975 -0.045004999999999996 -0.017214999999999998 -0.10071499999999999 -0.11756999999999999 -1.0000000180025095e-35 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 -1 -3
right_child=2 7 3 -5 -6 -7 -8 -9
leaf_value=-0.0060783178700087566 0.015785321013679365 -0.027062315310679121 -0.0098317363678818888 0.013839595213048454 -0.027247357188949956 0.019596351669003188 0.016367720643086062 -0.0056336627389997158
leaf_weight=0.0012444637106737771 0.0018907138556777201 0.001120522777579474 0.0014621472379628641 0.0013906198350671006 0.0012016859762527497 0.0010930036683402423 0.0013233869724744683 0.0013842788747769059
leaf_count=425 349 733 177 618 272 294 200 842
internal_value=0 -0.00473636 0.00332356 -0.00125377 -0.00684068 0.00275656 0.00548964 -0.0152198
internal_weight=0 0.00507265 0.00703817 0.00514746 0.00375684 0.00255515 0.00256785 0.0025048
internal_count=3910 2200 1710 1361 743 471 625 1575
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=11
num_cat=0
split_feature=484 403 160 3 1 51 52 2 15 16
split_gain=9.68145e-05 4.99165e-05 7.55677e-05 5.42763e-05 6.03824e-05 5.87741e-05 5.25398e-05 6.46223e-05 6.52883e-05 9.19969e-05
threshold=-0.0043499999999999988 0.087440000000000004 -0.080184999999999992 -0.10315499999999998 0.087720000000000006 0.089005000000000015 0.086950000000000013 0.10796500000000002 -0.07142999999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5 -10
right_child=1 -3 3 5 -6 -7 -8 -9 9 -11
leaf_value=-0.0005916504865576454 -0.0002855417502575038 -0.00033938625487498077 0.00076186690592971193 -8.5491258943917495e-05 8.6819373484541969e-05 0.00043733594209758626 -0.00033973758926232877 -0.00034762397349158213 0.00085512259158976116 7.504606981802453e-05
leaf_weight=0.0010178753617450633 0.0018888118828451319 0.0012356586173463422 0.0010289753273461642 0.0018259308769482964 0.0010090195698130079 0.0013845386052982233 0.0014301699308417164 0.001063955000399016 0.0010130416194956515 0.0013636589367220543
leaf_count=612 653 322 125 378 216 204 400 313 306 381
internal_value=0 3.58754e-05 7.44906e-05 0.000141692 0.000427648 6.9578e-05 -6.45504e-06 8.40496e-05 0.000193334 0.000407545
internal_weight=0 0.0132438 0.0120081 0.0101193 0.00203799 0.00808129 0.00669676 0.00526659 0.00420263 0.0023767
internal_count=3910 3298 2976 2323 341 1982 1778 1378 1065 687
is_linear=0
shrinkage=0.00196078


Tree=4773
num_leaves=11
num_cat=0
split_feature=123 48 1 15 0 4 12 3 0 52
split_gain=6.27239e-05 0.000102072 0.000143526 6.12901e-05 6.31116e-05 0.000137543 0.000131507 0.000133393 5.52843e-05 3.97924e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.10498500000000001 -0.10312999999999999 -0.10071499999999999 0.0057500000000000008 0.089745000000000005 -0.08348499999999999 -0.10462499999999998 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -4 -8
right_child=-2 -3 8 4 6 -7 9 -9 -10 -11
leaf_value=-0.00056704460756858968 0.00046410846689118736 -0.00063844162525990918 0.00057329324505821688 -0.00028358021524038272 -9.428287976620428e-05 0.00062746908687507221 -0.00014749999109164692 -0.0010038589872918675 8.1176131012447225e-05 0.00033754624030598039
leaf_weight=0.0010530688917744389 0.0010317455942124793 0.0010053255977523412 0.0018929629698363169 0.0012274138316267537 0.0013557879938286433 0.0013247418302985425 0.0011864943370273658 0.0011420540685171308 0.0016363242286997108 0.0014388388163654553
leaf_count=277 334 131 194 156 697 115 640 605 361 400
internal_value=0 -3.78031e-05 1.14588e-05 -0.000123458 -6.25977e-05 0.000189316 -0.000188091 -0.000510156 0.000345127 0.000118334
internal_weight=0 0.013263 0.0122577 0.0087284 0.00767533 0.00255216 0.00512318 0.00249784 0.00352929 0.00262533
internal_count=3910 3576 3445 2890 2613 271 2342 1302 555 1040
is_linear=0
shrinkage=0.00196078


Tree=4774
num_leaves=10
num_cat=0
split_feature=4 0 43 160 4 4 1 16 4
split_gain=2.0614e-05 5.17626e-05 3.73628e-05 5.32577e-05 6.2364e-05 0.000186382 6.81609e-05 5.08338e-05 4.40003e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -1.0000000180025095e-35 -0.06272999999999998 0.11198000000000001 -0.27337499999999998 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -6 -2
right_child=1 -3 3 -5 6 -7 -8 -9 -10
leaf_value=-0.013744941155549939 -0.024817869967765794 0.02141634045947945 -0.0033600583469710222 -0.016500617622137878 0.0018125201474817527 0.051539079398681902 0.014658077624800975 -0.029456086090017364 0.00074188192487188514
leaf_weight=0.0010088047555432038 0.0012592096952932638 0.0011355343496027509 0.001576988249737115 0.0012157445377594727 0.0010404180282590741 0.0010173563178862172 0.0014116146418723038 0.0010392580733870835 0.0014479820417045691
leaf_count=192 914 223 958 217 135 333 292 346 300
internal_value=0 0.00118282 -0.0011128 0.00260761 0.00642492 0.0181683 -0.00230148 -0.0138131 -0.0111469
internal_weight=0 0.0111441 0.0100086 0.00730138 0.00608564 0.00259434 0.00349129 0.00207968 0.00270719
internal_count=3910 3718 3495 2281 2064 1291 773 481 1214
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=12
num_cat=0
split_feature=41 124 13 4 484 16 43 0 52 49 16
split_gain=8.6335e-05 6.51892e-05 7.26996e-05 7.17729e-05 7.31981e-05 6.00482e-05 4.49631e-05 6.22946e-05 6.7949e-05 9.55984e-05 0.000121362
threshold=0.075585000000000013 -0.048219999999999992 -0.094679999999999986 -0.23071499999999998 0.084225000000000008 -0.087089999999999987 -0.24333999999999997 -0.07773999999999999 0.024145000000000003 -0.045004999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 -5 8 9 -8 -11
right_child=-2 2 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=0.00049395296775019387 -0.0005615934800975535 0.00061949809360996137 -0.00052677938409366974 -0.00046540486007046758 0.00045872466387522799 6.5893620031990505e-06 9.4780005935633235e-05 0.00032933008095868639 0.00022522973169891844 -0.0010284480109284803 -8.025334480035738e-05
leaf_weight=0.0010624515296558572 0.0010284589951747589 0.0011373914105296779 0.0012492673037361535 0.0010628761260811073 0.0010597125132742512 0.0013369649436171186 0.001530330994147682 0.0014406486833836787 0.0014526011757861981 0.0010309794773888205 0.0010450196465313958
leaf_count=304 221 208 229 165 341 139 149 692 695 374 393
internal_value=0 2.78985e-05 -1.22091e-05 -8.75407e-05 -2.38993e-05 0.000288326 -9.15285e-05 -3.03885e-05 -0.000132827 -0.000277049 -0.000551144
internal_weight=0 0.0134082 0.0123458 0.00987144 0.00862217 0.00247436 0.00756246 0.00649958 0.00505893 0.00360633 0.002076
internal_count=3910 3689 3385 3038 2809 347 2468 2303 1611 916 767
is_linear=0
shrinkage=0.00196078


Tree=4776
num_leaves=11
num_cat=0
split_feature=484 133 42 484 47 15 150 2 12 0
split_gain=8.52168e-05 8.71125e-05 8.3869e-05 0.000119732 0.000121064 0.000122186 0.000120787 8.58134e-05 0.000118575 0.000137563
threshold=-0.0043499999999999988 0.10681500000000001 -0.090359999999999982 0.087270000000000014 0.087850000000000025 -0.10469999999999999 0.086420000000000011 0.10393500000000001 0.089855000000000004 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 9 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0005466945487205458 -0.00037364076893332989 -0.00050728662932449878 0.0008591662389531747 -0.00048190181230693137 -0.00064143229556348227 0.00023330680085342361 -0.00012754747024677738 7.7879668451161953e-05 0.0010452197028317344 -1.2063160691154798e-05
leaf_weight=0.0010403553735796366 0.0013958663044551971 0.0010512802038481215 0.0012253747803077763 0.001091146815477396 0.0011578473535368426 0.0013069164245685448 0.0017824809223302351 0.0016847106516619031 0.0015001044306724495 0.0016152725534616819
leaf_count=612 352 472 135 323 125 167 291 412 346 675
internal_value=0 3.52372e-05 7.9936e-05 0.000135651 0.000201246 -0.000177611 0.000320841 0.000453485 0.000599263 0.000363761
internal_weight=0 0.013811 0.0127597 0.0113639 0.0102727 0.00246476 0.00780794 0.00602546 0.00434075 0.00284065
internal_count=3910 3298 2826 2474 2151 292 1859 1568 1156 810
is_linear=0
shrinkage=0.00196078


Tree=4777
num_leaves=10
num_cat=0
split_feature=11 48 0 42 133 160 1 1 16
split_gain=2.13316e-05 2.85833e-05 5.26303e-05 3.73858e-05 5.24087e-05 6.82134e-05 4.72688e-05 4.97835e-05 4.55705e-05
threshold=0.079700000000000007 0.091555000000000011 -0.15007499999999999 0.086325000000000013 0.065880000000000008 -0.081519999999999995 0.076710000000000014 0.092550000000000007 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 -5
right_child=-2 2 -4 8 -6 6 7 -9 -10
leaf_value=0.02009552587004601 -0.013944276292859815 -0.0044195216686084985 0.027236215105128081 0.0033064782901104845 0.018668507916830526 -0.024723841359185646 0.013542596501621783 -0.012469347828021889 -0.025429207892052053
leaf_weight=0.0010829411821195812 0.0010148199467784258 0.0010310048591666808 0.0010705687409129578 0.0010043749604558925 0.0015398152232356313 0.0012107000306798106 0.0012877559191746268 0.0017164947796068147 0.0012249469496422695
leaf_count=208 254 75 365 347 607 587 220 335 912
internal_value=0 0.00119839 0.0117063 -0.00123716 0.00242935 -0.00229051 -0.00804213 -0.00131947 -0.0124829
internal_weight=0 0.0111686 0.00210157 0.00906703 0.00683771 0.00529789 0.00421495 0.00300425 0.00222932
internal_count=3910 3656 440 3216 1957 1350 1142 555 1259
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=9
num_cat=0
split_feature=484 1 15 3 2 3 15 12
split_gain=1.93533e-05 3.51598e-05 6.24195e-05 6.22249e-05 8.51518e-05 5.31707e-05 7.45563e-05 6.29952e-05
threshold=0.087420000000000012 0.12263000000000002 -0.11739999999999999 -0.100615 0.106035 0.090325000000000003 0.088190000000000004 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.021332138884416405 -0.013318206688762503 0.01504564343710218 0.018875227713467939 0.0021746575864198723 -0.023674228205459988 0.023369690037075619 0.020887406843924018 -0.027907003331117449
leaf_weight=0.0013183222571062593 0.0010090410124168935 0.0015639979609994763 0.0017441116699534959 0.001724546318288223 0.001458885848426553 0.001084949988443315 0.0010738677966288411 0.0011673967478971442
leaf_count=333 367 335 397 354 386 114 612 1012
internal_value=0 0.00114477 -0.00112652 0.0021008 -0.00239352 0.0037533 -0.00161327 -0.00996847
internal_weight=0 0.0111361 0.00957208 0.00825376 0.00650965 0.00505076 0.00396581 0.00289194
internal_count=3910 3543 3208 2875 2478 2092 1978 1366
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=11
num_cat=0
split_feature=484 159 160 133 151 47 43 42 52 4
split_gain=7.86754e-05 6.99784e-05 7.73408e-05 0.000111012 7.04157e-05 9.02992e-05 8.74113e-05 0.00010643 8.10516e-05 4.93695e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 -0.0088999999999999982 0.09550500000000002 0.0016850000000000001 0.088235000000000022 -0.068164999999999989 -0.038174999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 -10
right_child=1 -3 3 4 5 -7 -8 -9 9 -11
leaf_value=-0.0005131016997712343 -0.00045849084281782853 0.00045154545108603449 -0.00054479476397476195 -0.00024947699256044578 0.00022252984848845233 0.00059873746692775157 0.00051454286670703881 0.00044960327249245755 -0.0001341586048557805 -0.00070475920325001079
leaf_weight=0.0010660032957953694 0.0013079029691250117 0.0014219836007730953 0.0010903787537606359 0.0016636116363855993 0.0010700965361884369 0.001670668176911823 0.0013909351522488362 0.0012251281530874106 0.0011276696000581707 0.0012069413222959694
leaf_count=627 529 400 400 310 274 151 207 344 451 217
internal_value=0 4.07133e-05 -8.99142e-06 4.72917e-05 0.000116302 0.000195418 8.35036e-05 -4.59929e-05 -0.000224325 -0.000429146
internal_weight=0 0.0131753 0.0117533 0.0104454 0.00935505 0.00769144 0.00602077 0.00462984 0.00340471 0.00233461
internal_count=3910 3283 2883 2354 1954 1644 1493 1286 942 668
is_linear=0
shrinkage=0.00196078


Tree=4780
num_leaves=10
num_cat=0
split_feature=1 1 0 12 43 16 48 15 4
split_gain=2.03094e-05 4.98233e-05 7.40019e-05 5.53556e-05 2.833e-05 5.23139e-05 4.87861e-05 6.35248e-05 8.62925e-05
threshold=0.10420500000000001 0.11097000000000001 -0.14808999999999997 0.051320000000000005 -0.15648499999999999 0.15737500000000001 0.086215000000000014 0.085285000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 8 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.011880233076321075 0.024010167724986542 -0.02293635636707719 0.025182782244296088 -0.0070708130099192386 0.024344499315069483 -0.02382092987375093 -0.019491380570967904 -0.015705554835731321 -0.0095866208542778678
leaf_weight=0.0010948856551866943 0.0010855354883251636 0.0010230484457845286 0.0011142156966253893 0.00101853625806652 0.0019192916936170428 0.0012626012574744987 0.0011608478440041006 0.0012299435049365091 0.0012297377773058059
leaf_count=235 206 107 360 207 732 397 329 980 357
internal_value=0 0.00553035 -0.000826361 0.00977946 -0.00304878 -0.00545168 -0.00126508 0.00356664 0.0110939
internal_weight=0 0.00424134 0.0031558 0.00213275 0.00789731 0.00680242 0.00553982 0.00437897 0.00314903
internal_count=3910 880 674 567 3030 2795 2398 2069 1089
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=10
num_cat=0
split_feature=159 133 43 47 3 2 160 2 4
split_gain=2.09907e-05 3.32892e-05 3.6806e-05 4.7455e-05 3.85444e-05 5.65404e-05 7.65547e-05 5.66493e-05 5.16305e-05
threshold=-1.0000000180025095e-35 -0.090054999999999982 0.0016850000000000001 0.09550500000000002 0.11818000000000002 0.086545000000000025 0.084835000000000008 0.10066500000000002 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.013092233541671043 -0.01573564248611976 0.0028099099492988775 0.017480583621904581 0.015186771731691071 -0.021232626147242945 0.011848029788695433 0.028192989204035325 -0.019606526553499232 -0.028068956717458605
leaf_weight=0.0011190581573125519 0.001040177934227989 0.0010703178157631171 0.0015035215587528268 0.0017440762576597041 0.0010197965233318899 0.0012169310178328583 0.0012020332678066483 0.0010813426701159229 0.0010959087082848592
leaf_count=633 490 620 309 261 172 540 242 432 211
internal_value=0 0.00128491 0.00306713 0.000496558 -0.00333527 -0.000114311 0.00774383 -0.00295141 -0.0128119
internal_weight=0 0.0109741 0.00993393 0.00843041 0.00668633 0.00566653 0.00350031 0.00229827 0.00216623
internal_count=3910 3277 2787 2478 2217 2045 1214 972 831
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=10
num_cat=0
split_feature=41 13 39 4 3 2 2 3 1
split_gain=6.73727e-05 7.8628e-05 0.000105495 8.99601e-05 0.000130191 6.69281e-05 8.18728e-05 0.000124681 5.38837e-05
threshold=0.075585000000000013 -0.094679999999999986 0.005105000000000001 -0.034289999999999994 -0.083144999999999983 0.11230000000000001 0.089710000000000012 -0.074234999999999982 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 7 -5 -1
right_child=-2 2 -4 5 -6 -7 -8 -9 -10
leaf_value=0.00011715203022951561 -0.00049124343856061213 -6.3809840877002128e-05 0.00048019508837254246 0.00037096612019109105 -0.00087356884150601398 -0.00037988329033940217 0.00045464901256197604 -0.00045930655027581036 0.00069443992874215483
leaf_weight=0.0016338343432076587 0.001009967445173377 0.0019451618631957015 0.0012994154941895304 0.0012887948334590104 0.0012564397448280012 0.0012297042476346392 0.0018494225477536331 0.0015102104347653579 0.0010033951164597726
leaf_count=167 221 787 372 553 768 221 460 143 218
internal_value=0 3.44654e-05 -4.23532e-05 -0.000117136 -0.000381592 2.69037e-05 0.000134516 -7.70096e-05 0.000336795
internal_weight=0 0.0130164 0.0103791 0.00907973 0.0032016 0.00587813 0.00464843 0.00279901 0.00263723
internal_count=3910 3689 3304 2932 1555 1377 1156 696 385
is_linear=0
shrinkage=0.00196078


Tree=4783
num_leaves=13
num_cat=0
split_feature=484 48 42 42 15 15 52 0 0 3 0 2
split_gain=0.000173328 0.000139647 0.000159508 0.00015828 0.000131176 9.67039e-05 9.03664e-05 9.28196e-05 0.000136508 0.000123547 7.26657e-05 5.50119e-05
threshold=-0.0043499999999999988 0.12738500000000003 0.10269500000000001 -0.11145999999999999 -0.106555 -0.19153499999999998 -0.07984999999999999 -0.10209999999999998 -0.083424999999999985 -0.09113499999999998 -0.18087499999999998 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 11 10 -9 -10 -8 -6
right_child=1 -3 -4 4 6 -7 7 8 9 -11 -12 -13
leaf_value=-0.00073333366719241435 -0.00058849997852984486 -0.00065278414090671132 -0.00064791350701430333 0.00021503088777840912 0.00017978290555667332 0.00098734972272268573 2.3752695903216321e-05 0.00057254759741792022 0.00042145072066937994 -0.00040860674620518109 -0.00070736715409867737 0.00073627443922147568
leaf_weight=0.0011619463827645402 0.0010037423987625171 0.0010082349481241515 0.0010117488543534845 0.0011830261271390348 0.0016125600403703319 0.0013174801224989444 0.001030137829844624 0.0018114206837412388 0.0010777576232567571 0.0019132402717083276 0.0010609190790009061 0.0011847370159946743
leaf_count=612 201 107 372 302 301 159 79 565 184 568 140 320
internal_value=0 5.23567e-05 0.0001024 0.000159931 0.000221551 0.000621954 0.000118236 -2.38013e-06 0.000147755 -0.000109509 -0.000347188 0.000415473
internal_weight=0 0.015215 0.0142068 0.013195 0.0121913 0.00250051 0.00969077 0.00689348 0.00480242 0.002991 0.00209106 0.0027973
internal_count=3910 3298 3191 2819 2618 461 2157 1536 1317 752 219 621
is_linear=0
shrinkage=0.00196078


Tree=4784
num_leaves=11
num_cat=0
split_feature=484 133 40 42 484 16 151 4 1 16
split_gain=9.124e-05 8.37079e-05 8.92679e-05 0.000100235 0.000118527 7.17842e-05 9.50969e-05 0.000118249 6.58986e-05 6.36247e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.087270000000000014 -0.014099999999999998 -0.0088999999999999982 0.15045000000000003 0.086145000000000013 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -7
right_child=1 -3 3 4 -6 9 7 -9 -10 -11
leaf_value=-0.00056995817481957144 0.00063597048411900543 -0.00051020492996647275 -0.00050595815612990765 -0.00043007960586159813 -0.00053816090751567186 0.00075493622100626656 -0.0004152770836454774 0.00058522341184981614 0.00016862115488139377 0.00018328279278564946
leaf_weight=0.0010420245553437362 0.0010063174908549874 0.0010125256068360044 0.0012138383176787558 0.0013222251078833054 0.0010397086600331612 0.001199807487443685 0.0012275688434237753 0.0016683877170298751 0.0018830574084875117 0.0019902380584339236
leaf_count=612 248 472 333 172 297 300 590 218 270 398
internal_value=0 3.21244e-05 7.58752e-05 2.70539e-05 8.968e-05 0.000159936 3.53141e-05 0.000164076 -6.18068e-05 0.000398287
internal_weight=0 0.0135637 0.0125511 0.0115448 0.010331 0.00929128 0.00610124 0.00477901 0.00311063 0.00319005
internal_count=3910 3298 2826 2578 2245 1948 1250 1078 860 698
is_linear=0
shrinkage=0.00196078


Tree=4785
num_leaves=9
num_cat=0
split_feature=4 2 15 2 13 4 49 15
split_gain=2.14097e-05 6.70585e-05 5.84567e-05 4.04249e-05 7.04957e-05 4.98168e-05 9.36151e-05 0.000126327
threshold=0.15927500000000003 0.10796500000000002 0.088615000000000013 0.106285 -0.084184999999999996 -0.08422499999999998 -0.00064499999999999985 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.026724133686319092 0.021834557545752444 -0.007836134006927167 -0.023452365277777956 0.014379544441057952 -0.01608956915042534 -0.013992361926280134 -0.00054516918196409925 0.04371273582059957
leaf_weight=0.0010518975872376383 0.0015449957430004174 0.0015024997216979091 0.0011596434688739459 0.0016760314758056992 0.0012186831997503447 0.0013948069353316608 0.0015376693804678306 0.0011108397142891701
leaf_count=615 287 323 839 410 475 263 519 179
internal_value=0 0.00720608 -0.00247138 0.000573765 -0.003091 0.00163338 0.00697519 0.0180175
internal_weight=0 0.0030475 0.00914957 0.00798993 0.0063139 0.005262 0.00404332 0.00264851
internal_count=3910 610 3300 2461 2051 1436 961 698
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=10
num_cat=0
split_feature=47 4 4 1 0 3 12 52 16
split_gain=2.19928e-05 6.19799e-05 5.64255e-05 5.87425e-05 4.85424e-05 0.00011497 4.5042e-05 4.04458e-05 2.75452e-05
threshold=0.11926500000000002 0.24280000000000004 0.055260000000000011 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.086865000000000012 0.090300000000000005 -0.50388999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -3
right_child=-2 8 -4 -5 6 -7 7 -9 -10
leaf_value=-0.034310595805317382 -0.014174421399838473 0.027948863973610266 -0.022748163897782225 0.016652838107077076 -0.012662568556263061 0.008052048162582948 0.022821622371607033 -0.0036742850828914799 0.0050688171051819523
leaf_weight=0.0013642693427398313 0.0010100884257857748 0.0010690689002595542 0.0011806554645066398 0.0017836721867279968 0.0011373410826990217 0.0012078361451327291 0.0013562895155074201 0.001001569529688129 0.0010361545497913371
leaf_count=1022 145 212 293 533 329 87 629 357 303
internal_value=0 0.00123594 -0.00236578 0.000699388 -0.00399062 -0.0144175 0.00368248 0.0115667 0.0166877
internal_weight=0 0.0111369 0.00903163 0.00785098 0.00606731 0.00257211 0.0034952 0.00235786 0.00210522
internal_count=3910 3765 3250 2957 2424 1109 1315 986 515
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=12
num_cat=0
split_feature=11 484 133 160 3 133 3 3 160 1 0
split_gain=9.91724e-05 8.17264e-05 9.95117e-05 0.00011503 0.000119134 0.000173532 0.000111828 8.44598e-05 7.30896e-05 9.83718e-05 5.44415e-05
threshold=0.08184000000000001 0.088645000000000015 0.10599500000000002 0.099550000000000013 -0.10628499999999998 0.085515000000000022 -0.078884999999999997 -0.057849999999999992 -0.025614999999999995 0.092385000000000009 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 -10 -11
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 -12
leaf_value=0.0006859926003181426 -0.00058125537839990562 -0.00047852154589259998 -0.00049149847616992363 -0.00045902072440570857 -0.00051027778431345702 0.00080486800150932547 0.00060905929311114648 0.00042695578411518399 -0.00052879524057956764 -0.00026294700453418219 0.00030576122496784632
leaf_weight=0.001649851088957442 0.0010432755124658169 0.0010585259366000391 0.0010469855434245808 0.0011205309952176641 0.0013314107276052095 0.0012114489937757001 0.0010984895675040362 0.0012672105291614173 0.0014285540723476542 0.0010063374054457095 0.0018131926627690401
leaf_count=202 224 320 523 253 904 416 349 159 183 110 267
internal_value=0 4.53555e-05 8.80977e-05 0.000138976 0.000200983 0.000113593 8.19072e-06 0.000112563 1.36749e-05 -0.000109608 0.00010278
internal_weight=0 0.0140325 0.012974 0.011927 0.0108065 0.00915664 0.00794519 0.00661378 0.00551529 0.00424808 0.00281953
internal_count=3910 3686 3366 2843 2590 2388 1972 1068 719 560 377
is_linear=0
shrinkage=0.00196078


Tree=4788
num_leaves=10
num_cat=0
split_feature=13 39 48 4 3 457 1 0 52
split_gain=2.14096e-05 5.87094e-05 9.47675e-05 5.75427e-05 6.76115e-05 6.55515e-05 6.06912e-05 7.23555e-05 4.27141e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11028500000000001 -0.034289999999999994 -0.083144999999999983 0.082870000000000013 0.11198000000000001 -0.10209999999999998 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -5 -2
right_child=1 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=0.011798821274673035 -0.014824750444630004 0.018800119196511533 -0.031675365520380118 -0.024669474389199739 -0.031994449418579179 0.0255184594775698 0.018768278989062175 0.0074444611554944657 0.01346330835288502
leaf_weight=0.0013571613271243345 0.0010909558154815987 0.0012555520099166032 0.0011095878776040844 0.0013890222351802266 0.0010480205643730862 0.001280854598415454 0.0011570589909766556 0.0014176350378418477 0.0010451616126403301
leaf_count=196 586 424 144 237 803 185 186 864 285
internal_value=0 -0.00152737 -0.00420313 -0.000586582 -0.0111907 0.00585148 -0.000503798 -0.00844881 -0.000983942
internal_weight=0 0.0107938 0.0095383 0.00842871 0.00318414 0.00524457 0.00396372 0.00280666 0.00213612
internal_count=3910 3714 3290 3146 1674 1472 1287 1101 871
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=12
num_cat=0
split_feature=484 133 40 484 42 160 15 2 133 16 2
split_gain=0.000135312 8.25461e-05 0.000108228 8.96221e-05 0.000110972 8.72852e-05 0.000107767 9.4293e-05 0.000108767 0.00010215 9.49784e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079539999999999986 0.088645000000000015 -0.089744999999999978 0.098455000000000015 -0.11739999999999999 0.095195000000000016 -1.0000000180025095e-35 -0.015314999999999997 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 -9 -10
right_child=1 -3 3 -5 5 -7 7 9 10 -11 -12
leaf_value=-0.00068366554212916065 0.0007011825371760563 -0.00049319721390040402 -0.00047003724817589945 -0.00051888843888972861 -0.00027868042876257325 -0.00039028099068442134 -4.4064996490073315e-05 -0.00038620155763484897 0.00033407206778501272 0.00042212278095666878 0.0009745114241583423
leaf_weight=0.0010620055379206633 0.0010111478969273167 0.0010232067284921776 0.0012234543664397602 0.0010331023314737566 0.0013845989677900641 0.0010011031862043373 0.0011489810565605395 0.0012467587347780537 0.0018062832122099411 0.0011606058492924479 0.0017555752984803894
leaf_count=612 243 472 316 283 297 105 509 244 281 276 272
internal_value=0 4.26751e-05 8.56069e-05 3.26806e-05 8.57997e-05 0.000157354 0.000221831 0.000319188 0.000480515 3.49677e-06 0.000649733
internal_weight=0 0.0137948 0.0127716 0.0117605 0.0107274 0.00950391 0.0085028 0.0071182 0.00471084 0.00240736 0.00356186
internal_count=3910 3298 2826 2583 2300 1984 1879 1582 1062 520 553
is_linear=0
shrinkage=0.00196078


Tree=4790
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 2 16 15 42 160 0
split_gain=0.000157353 8.43414e-05 9.00903e-05 8.97145e-05 9.65716e-05 8.60051e-05 9.20981e-05 8.40465e-05 0.000151987 8.77034e-05 9.09139e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087270000000000014 0.10796500000000002 -0.16268499999999997 0.090325000000000003 0.085545000000000024 0.086110000000000006 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 9 10 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00073970113221871617 0.00065101257310558498 -0.0004936130249694994 -0.00046073243016400098 0.0010395625948579365 -0.00046470220204943512 -0.00055794861710719375 0.00021740900313899401 0.00079275500255548189 -0.00029438134129696809 -9.6426408022819065e-05 0.000320374414237773
leaf_weight=0.0010458146402286808 0.0010249603785503361 0.0010152318253841422 0.0012097492222353278 0.0010263225767057947 0.0010323052272034417 0.0011331617329231186 0.0012264781505923871 0.0010391045744163937 0.0017561295694071355 0.0010323840523694811 0.0019785508535581867
leaf_count=612 261 472 332 98 296 139 298 262 476 88 576
internal_value=0 4.98342e-05 9.41169e-05 4.41968e-05 0.00010394 0.0001678 -0.000154938 0.000279259 0.000187159 0.000396619 0.000566015
internal_weight=0 0.0134744 0.0124591 0.0114342 0.0102244 0.00919213 0.00235964 0.00683249 0.00579339 0.00403726 0.00300487
internal_count=3910 3298 2826 2565 2233 1937 437 1500 1238 762 674
is_linear=0
shrinkage=0.00196078


Tree=4791
num_leaves=12
num_cat=0
split_feature=484 39 159 160 12 133 151 4 4 2 2
split_gain=0.000109534 0.000102796 6.83723e-05 9.69398e-05 8.74796e-05 8.08275e-05 9.07381e-05 0.000104501 7.90026e-05 0.000110075 7.40954e-05
threshold=-0.0043499999999999988 0.094865000000000019 0.08764000000000001 -0.080184999999999992 0.10673000000000001 -0.090054999999999982 -0.0088999999999999982 0.074650000000000008 -0.082054999999999975 0.096970000000000015 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -8 -10
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 -12
leaf_value=-0.00060765737836270906 -0.00045914580248916778 -0.00054444499476162382 0.00050345763750404588 -0.00034694309253669971 -0.00039876452520140712 -0.00015556142354838389 0.00086978772380657524 0.00080515970287626333 -0.00027885038306029147 1.3457182212922119e-05 0.00037674054785764578
leaf_weight=0.0010345721973718082 0.0012796057788764933 0.0010267396703517043 0.001436673880478581 0.0010151221723791381 0.0011456591191671009 0.0017639474956785859 0.0012615183358654228 0.0014735388633176447 0.0016344006157364352 0.0010637766514779018 0.001114954850265977
leaf_count=612 523 210 356 337 218 276 377 175 406 133 287
internal_value=0 5.3154e-05 9.96753e-05 5.03154e-05 0.000112563 0.000175368 0.000239156 0.000345485 0.000212008 0.000478033 -1.29865e-05
internal_weight=0 0.0142159 0.0131892 0.0117525 0.0104729 0.00932726 0.00831214 0.00654819 0.00507465 0.00232529 0.00274936
internal_count=3910 3298 3088 2732 2209 1991 1654 1378 1203 510 693
is_linear=0
shrinkage=0.00196078


Tree=4792
num_leaves=11
num_cat=0
split_feature=484 133 12 42 484 15 42 16 0 2
split_gain=9.712e-05 0.000102457 9.03479e-05 0.00011151 0.000129972 9.46841e-05 9.93712e-05 0.00011413 6.66201e-05 6.32195e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.10333000000000002 -0.090359999999999982 0.087270000000000014 0.090325000000000003 0.088915000000000008 -0.074719999999999995 -0.19631499999999999 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11
leaf_value=-0.00058929631804048577 -0.00059016326753772027 -0.00056308574218609021 0.00055448135851723728 -0.00037534171857939576 -0.00056583956299821332 0.00069486531219181799 -0.00034333231350857762 0.00010287005166833592 0.00019382017755430769 0.00070189515653325632
leaf_weight=0.0010238161879431917 0.0010227532175814151 0.0010103136396036232 0.0014048945229345059 0.0013900042933146259 0.0010408833076065221 0.0011370715577226432 0.0016178613336695277 0.0010662946061971473 0.0018337386257316411 0.0018570485491344112
leaf_count=612 301 472 277 105 304 277 415 175 586 386
internal_value=0 3.72928e-05 8.63262e-05 2.63473e-05 8.97632e-05 0.000166421 8.90371e-05 0.000202833 -5.15894e-05 0.0004834
internal_weight=0 0.0133809 0.0123706 0.0109657 0.0099429 0.00890202 0.00776495 0.00614709 0.00322374 0.00292334
internal_count=3910 3298 2826 2549 2248 1944 1667 1252 691 561
is_linear=0
shrinkage=0.00196078


Tree=4793
num_leaves=10
num_cat=0
split_feature=15 15 13 15 49 42 4 15 16
split_gain=2.24729e-05 2.80924e-05 3.40582e-05 4.53753e-05 5.94244e-05 6.05871e-05 3.61494e-05 7.08428e-05 1.99599e-05
threshold=-0.24219999999999997 -0.10981499999999998 -0.09547499999999999 0.088615000000000013 -0.07107999999999999 -0.082904999999999993 -0.078484999999999985 -0.07142999999999998 -0.0054549999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 -4 -6 -7 -8 -3
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=0.014294931654752411 -0.014845091348926821 0.02211690521847828 -0.020792926628680725 -0.020000473470346308 0.024932526044039224 -0.011998887691079612 -0.0080338539383620396 0.024318698613047435 0.0021645538896655002
leaf_weight=0.0010031628316743537 0.0013522994756808683 0.0010045910306858185 0.0010673680258805269 0.0012396522773597445 0.0011941921534227434 0.001680323271310688 0.0014919753428075787 0.001238808889809219 0.0010009473097173996
leaf_count=317 339 230 225 808 381 557 438 531 84
internal_value=0 -0.00132431 0.000519249 -0.00243105 0.000833013 0.00495105 -0.000458411 0.00664275 0.0121589
internal_weight=0 0.0112702 0.00991786 0.00791232 0.00667267 0.0056053 0.00441111 0.00273078 0.00200554
internal_count=3910 3593 3254 2940 2132 1907 1526 969 314
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=10
num_cat=0
split_feature=42 159 160 49 151 2 13 4 1
split_gain=2.26651e-05 3.7635e-05 4.51161e-05 4.87721e-05 0.000112471 9.85212e-05 0.000111771 7.09672e-05 1.13376e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.099550000000000013 -0.047894999999999993 -1.0000000180025095e-35 0.11260500000000001 -0.10547499999999999 0.05309500000000001 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 6 -6 -8 -1
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.01724257442030527 -0.016216328016500636 0.021505471810257512 -0.01584904452424088 -0.026402161260063475 -0.025256249957150881 0.036695652859857139 -0.00024561259105630788 0.030348765115663531 -0.0022867432170182805
leaf_weight=0.0010049515607536128 0.001033405424727245 0.0016935636838109874 0.001026042064350626 0.0011179816299637978 0.001120566741708393 0.0010045714607764579 0.0019882065595797221 0.0012255277012462461 0.0010226937913991254
leaf_count=826 544 374 207 301 141 297 833 153 234
internal_value=0 0.00187573 0.00391316 0.00640099 0.00243925 0.00847876 0.00193886 0.0114213 -0.00969923
internal_weight=0 0.0102099 0.00917646 0.00815042 0.00645685 0.00533887 0.0043343 0.00321373 0.00202765
internal_count=3910 2850 2306 2099 1725 1424 1127 986 1060
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=8
num_cat=0
split_feature=47 4 4 1 4 48 12
split_gain=2.41865e-05 4.84292e-05 4.66117e-05 4.80892e-05 4.81132e-05 8.84511e-05 2.43957e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.095575000000000007 -0.076329999999999995 0.083775000000000002 0.086865000000000012
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=-0.0052682791629353465 -0.014829615535074687 0.015619335525092891 -0.019064855797823837 0.015590541583772372 -0.033636736495737153 0.0026598094193390058 0.012071992702623068
leaf_weight=0.001371801782256907 0.0010132743076168163 0.0019509563764139653 0.0013268640659958074 0.0017927745175435649 0.0011731769022080502 0.0015696905566757583 0.0019858445569585822
leaf_count=485 145 500 308 533 976 318 645
internal_value=0 0.00130567 -0.00172306 0.0011921 -0.0030392 -0.0128649 0.00498744
internal_weight=0 0.0111711 0.00922015 0.00789329 0.00610051 0.00274287 0.00335765
internal_count=3910 3765 3265 2957 2424 1294 1130
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 47 2 4 3 15 49
split_gain=0.000119786 9.55359e-05 9.53575e-05 9.87625e-05 0.000110396 6.77516e-05 0.000112883 0.000126763 0.000108101 0.000103665 6.13648e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.087270000000000014 0.086425000000000016 0.095195000000000016 0.0057500000000000008 -0.083144999999999983 -0.10469999999999999 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -7 -8
right_child=1 -3 3 4 -6 9 10 -9 -10 -11 -12
leaf_value=-0.00064963466417162618 0.00066249870269154566 -0.00053033663028972358 -0.00048227079653691393 0.00067026448174405248 -0.00050652556429466142 -0.00060000419139827972 -0.00037421533499503958 0.0010278121634667476 -7.2227005264761349e-05 0.00023826395686963128 0.00019215906041847774
leaf_weight=0.0010374106190210947 0.0010196498577862432 0.0010414115405982362 0.001256113408194765 0.0013637513664811409 0.0010437416015440714 0.0010074189975437784 0.0011942244235463766 0.0011333746467364347 0.0016858028820127221 0.0012979275953156903 0.0019146479522496465
leaf_count=612 248 472 333 397 297 107 156 170 480 162 476
internal_value=0 4.09636e-05 8.7025e-05 3.77032e-05 9.9084e-05 0.000164947 0.000257581 0.000467904 0.000259813 -0.000128053 -2.54048e-05
internal_weight=0 0.0139581 0.0129167 0.011897 0.0106409 0.00959715 0.0072918 0.00418293 0.00304955 0.00230535 0.00310887
internal_count=3910 3298 2826 2578 2245 1948 1679 1047 877 269 632
is_linear=0
shrinkage=0.00196078


Tree=4797
num_leaves=10
num_cat=0
split_feature=11 13 39 1 0 2 4 1 16
split_gain=2.15296e-05 3.21663e-05 5.92576e-05 5.83412e-05 5.75605e-05 5.01157e-05 5.48201e-05 9.0405e-05 8.49319e-05
threshold=0.079700000000000007 -0.091229999999999992 0.005105000000000001 0.083370000000000014 -0.053834999999999994 0.11230000000000001 0.0057500000000000008 0.086560000000000012 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 -3 -8
right_child=-2 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0015465062033187531 -0.013940082770364338 0.0079783396370450236 0.020401863202989003 0.029383363827432198 -0.023012252140093753 -0.019535348553140236 -0.0032225496368080819 -0.029080054363330644 0.036118022335185039
leaf_weight=0.0014824001267233241 0.001020911235522645 0.0018105809259290882 0.0010672525210890524 0.001036075599420113 0.0014079144335331526 0.0011410511768902556 0.0011515161142111523 0.0010343699494105275 0.0010483929469008823
leaf_count=253 254 1379 366 271 331 196 185 502 173
internal_value=0 0.00123043 -0.00166206 0.0111777 -0.00476297 -0.000609429 0.00367125 -0.00549539 0.0155257
internal_weight=0 0.0111796 0.00866108 0.00251848 0.00759383 0.00618591 0.00504486 0.00284495 0.00219991
internal_count=3910 3656 3132 524 2766 2435 2239 1881 358
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=9
num_cat=0
split_feature=47 4 2 133 52 160 15 1
split_gain=2.17854e-05 4.75832e-05 4.75166e-05 6.46427e-05 5.43199e-05 6.92765e-05 5.71354e-05 4.70806e-05
threshold=0.11926500000000002 0.15927500000000003 0.11043500000000002 0.090085000000000012 0.071660000000000015 -0.026849999999999995 -0.014614999999999998 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -3
right_child=-2 7 -4 -5 -6 6 -8 -9
leaf_value=0.012433358497186455 -0.014113082889550023 0.0017373875641218455 0.013781338414656119 -0.029118758921109246 0.012773368403719365 -0.0056759116971813982 -0.034405638755014123 0.028378389165146452
leaf_weight=0.0011681126576318012 0.0010078935096363541 0.0016147561837852233 0.0014785521055755181 0.0010271177074980941 0.0017611598767438719 0.0018693952007175448 0.0010992618145075355 0.0011258492593519661
leaf_count=418 145 241 395 566 795 452 564 334
internal_value=0 0.00123934 -0.00249224 -0.00596678 -0.00193489 -0.00819668 -0.0163142 0.0126816
internal_weight=0 0.0111442 0.0084036 0.00692505 0.00589793 0.00413677 0.00296866 0.00274061
internal_count=3910 3765 3190 2795 2229 1434 1016 575
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=9
num_cat=0
split_feature=11 0 42 52 43 13 15 2
split_gain=2.00145e-05 2.95558e-05 4.70844e-05 3.84076e-05 3.10767e-05 3.27927e-05 6.37703e-05 3.75029e-05
threshold=0.079700000000000007 -0.017269999999999997 -1.0000000180025095e-35 0.024145000000000003 -0.074254999999999988 -0.09547499999999999 -0.074174999999999977 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 -7
right_child=-2 3 4 -5 5 6 -8 -9
leaf_value=-0.017356884131829953 -0.013461062126919372 0.025963155000238925 0.012719557848728786 -0.00078678345105575817 0.011662274837437765 -0.01062222627239604 -0.021833876908887179 0.014184880315832352
leaf_weight=0.0015221850878096082 0.0010167023148010381 0.0010071206845112923 0.0019686771512752955 0.0011492415456054869 0.0013374772909693867 0.001058397338935126 0.0016168230220509833 0.0014365853907410179
leaf_count=980 254 232 973 100 316 90 809 156
internal_value=0 0.00119821 -0.00133643 0.0117067 0.001951 -0.00193938 -0.00636369 0.00366145
internal_weight=0 0.0110965 0.00894015 0.00215636 0.00741796 0.00544928 0.00411181 0.00249498
internal_count=3910 3656 3324 332 2344 1371 1055 246
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=9
num_cat=0
split_feature=14 49 47 4 15 160 52 4
split_gain=1.95824e-05 3.45718e-05 4.29006e-05 8.86449e-05 5.62493e-05 4.77697e-05 4.53524e-05 4.18307e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.09252500000000001 0.15927500000000003 0.088615000000000013 -0.026849999999999995 -1.0000000180025095e-35 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.013340950411561539 0.018517793220695366 0.018454570452044541 -0.014237099352529993 0.029989993064886429 -0.022481964826345874 -0.014065783034652599 -0.006329157325673746 0.018721519042411417
leaf_weight=0.0010124797484076598 0.0013984203130905501 0.0010496937424305684 0.0018797468793526782 0.0010268352649387301 0.0010779769246647575 0.0019720265467852742 0.0013616604990240562 0.001305850034490897
leaf_count=196 456 565 285 319 821 609 323 336
internal_value=0 0.00118821 -0.000620154 0.0025233 -0.00144017 0.00231649 -0.0025668 0.00593412
internal_weight=0 0.0110722 0.0100225 0.00814277 0.00711593 0.00603796 0.00463954 0.00266751
internal_count=3910 3714 3149 2864 2545 1724 1268 659
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=9
num_cat=0
split_feature=159 133 43 16 47 1 1 4
split_gain=1.93687e-05 3.21517e-05 3.75189e-05 6.33925e-05 8.81667e-05 6.33396e-05 0.000108897 5.77956e-05
threshold=-1.0000000180025095e-35 -0.090054999999999982 0.0016850000000000001 -0.30307999999999996 0.09550500000000002 0.094385000000000011 0.086560000000000012 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.012541357008899939 -0.015534112278887549 -0.019036552487457326 0.017683314548371645 -0.0083042662183587489 0.029072316757893124 0.014523343674338773 -0.035396994869592462 0.021144775482332505
leaf_weight=0.0011213326325812531 0.0010323697781718126 0.0013957709454336647 0.0014818619063438699 0.0018917883733678225 0.0011924161625003066 0.0018481600103380453 0.0010563141332045993 0.0010288697884234198
leaf_count=633 490 361 309 918 203 500 273 223
internal_value=0 0.00125914 0.00301119 0.000426949 0.00429819 -0.000773129 -0.00788163 0.00206984
internal_weight=0 0.0109276 0.00989518 0.00841332 0.00701755 0.00582513 0.00397697 0.00292066
internal_count=3910 3277 2787 2478 2117 1914 1414 1141
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=12
num_cat=0
split_feature=484 133 0 52 133 2 150 2 12 4 15
split_gain=9.26655e-05 6.99652e-05 8.28171e-05 9.08122e-05 0.000104708 0.000117056 0.000161761 0.000144761 0.0001217 0.000101035 5.84438e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.10701500000000001 -0.090054999999999982 0.10796500000000002 0.086420000000000011 0.092340000000000019 0.086935000000000012 -1.0000000180025095e-35 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 -7
right_child=1 -3 -4 -5 5 10 -8 -9 -10 -11 -12
leaf_value=-0.00056103848525496005 -0.00048063791083772226 -0.00045121328753202743 0.00060132098904928705 -0.00040251645677336968 0.00083704556161774246 9.2718725297654661e-05 -0.00039113192509439092 0.0010742612689070919 -0.00017976645113419859 0.0001453017805098478 -0.00054756163806835717
leaf_weight=0.001073729923832205 0.0010779136369041724 0.0010452953206158003 0.0010599230186292838 0.0016173706643118268 0.0016187731668688798 0.0010882473056259771 0.0011253133347823253 0.0010654661789536134 0.0015356409606055695 0.0016284072955453639 0.0011042588420340264
leaf_count=612 424 472 70 476 364 229 217 247 431 149 219
internal_value=0 3.67185e-05 7.61907e-05 2.92656e-05 9.74372e-05 0.000165418 0.000289662 0.000420658 0.000275055 0.000490147 -0.000229759
internal_weight=0 0.0139666 0.0129213 0.0118614 0.010244 0.00916611 0.0069736 0.00584829 0.00478282 0.00324718 0.00219251
internal_count=3910 3298 2826 2756 2280 1856 1408 1191 944 513 448
is_linear=0
shrinkage=0.00196078


Tree=4803
num_leaves=9
num_cat=0
split_feature=52 52 12 0 3 42 0 48
split_gain=1.88506e-05 4.46767e-05 2.76526e-05 4.34208e-05 5.05476e-05 8.90963e-05 4.96791e-05 5.78999e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.10214500000000001 -0.10209999999999998 -0.062694999999999987 0.08622500000000001 -0.15291499999999997 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.012885514611837585 0.015520255426922216 0.017709659379196264 -0.015586421411582729 -0.019286394356920214 0.021150240673994864 0.017795897204749389 -0.02290702595596085 -0.013402657523968083
leaf_weight=0.0010416121298369987 0.0018164762205169329 0.0011282885784367263 0.001231612682692995 0.0013328035328745832 0.0016448991104352261 0.0012609008225750817 0.0013246878900220471 0.0012730548776640743
leaf_count=425 546 177 376 890 306 792 302 96
internal_value=0 0.00118901 -0.00164175 0.000514591 0.00743733 -0.00125925 -0.00736048 0.00121569
internal_weight=0 0.0110127 0.00919625 0.00796463 0.0042386 0.0025937 0.00372603 0.00240134
internal_count=3910 3485 2939 2563 1988 1682 575 273
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=9
num_cat=0
split_feature=42 403 160 42 43 16 2 4
split_gain=1.88305e-05 3.64119e-05 5.05066e-05 8.59123e-05 5.4831e-05 4.97411e-05 3.29912e-05 0.00010485
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 -0.006474999999999999 0.11339500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 -6
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=-0.029399033883682965 -0.0093483793747427806 0.017941856406933888 -0.022309063601962522 0.026953417643579631 -0.0088431556900341653 0.0011769650484106432 -0.01146422164215819 0.026377577190264574
leaf_weight=0.0010560214418669745 0.0018352757524514847 0.0012097439165219123 0.0010751524315950507 0.0012567385854774793 0.0017390291263290696 0.0010723104647422782 0.0011292815664921017 0.0016445126752298142
leaf_count=596 832 358 709 429 377 298 173 138
internal_value=0 0.00165596 -0.000539701 0.00364386 0.00848016 -0.013994 0.0033357 0.00827528
internal_weight=0 0.0101828 0.00897305 0.00684471 0.00576956 0.00212833 0.00451282 0.00338354
internal_count=3910 3078 2720 1826 1117 894 688 515
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=11
num_cat=0
split_feature=41 133 13 39 4 3 2 2 3 0
split_gain=6.59568e-05 5.5697e-05 8.57765e-05 6.32653e-05 7.79694e-05 7.98109e-05 6.56239e-05 7.87473e-05 7.24981e-05 5.89736e-05
threshold=1.0000000180025095e-35 0.10599500000000002 -0.094679999999999986 0.005105000000000001 -0.034289999999999994 -0.083144999999999983 0.11230000000000001 0.089710000000000012 -0.074234999999999982 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 7 8 -6 -1
right_child=-2 -3 3 -5 6 -7 -8 -9 -10 -11
leaf_value=0.00010468664015739237 -0.00049326958297758294 -0.00041086924685526535 -5.4410606415795355e-05 0.00040736932041349265 0.00029315870778775155 -0.00073931905137017211 -0.00035158662983769267 0.00048177231445943684 -0.00034832871793440313 0.00074473571896730318
leaf_weight=0.0011443670969948742 0.0010040370205650984 0.0010205538194504237 0.0015099150098553797 0.001199728127850218 0.001277004465347215 0.0011540876565708882 0.0012050417832598177 0.0017981464687792602 0.0014424392212624888 0.0010718661415373377
leaf_count=193 224 537 630 338 543 561 189 393 131 171
internal_value=0 2.85907e-05 6.65902e-05 -1.3782e-05 -7.40287e-05 -0.000351124 5.49647e-05 0.00016341 -4.70971e-05 0.000414242
internal_weight=0 0.0128231 0.0118026 0.00958636 0.00838663 0.002664 0.00572263 0.00451759 0.00271944 0.00221623
internal_count=3910 3686 3149 2785 2447 1191 1256 1067 674 364
is_linear=0
shrinkage=0.00196078


Tree=4806
num_leaves=9
num_cat=0
split_feature=3 1 15 3 1 12 47 15
split_gain=1.77859e-05 3.40642e-05 7.49346e-05 5.782e-05 3.16451e-05 6.19374e-05 7.19409e-05 3.82016e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.060719999999999989 0.092550000000000007 -1.0000000180025095e-35 0.09252500000000001 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 -7
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=0.012165489056562626 -0.026066764459460101 0.018500441296905111 -0.010740323286016753 0.015704520703262222 0.021270082038549062 0.017531161795915913 -0.023380771838688693 -0.007935423692952713
leaf_weight=0.0010876424998096995 0.0014998224007726543 0.0011739056432035194 0.0018922299503194915 0.0014683895977624212 0.0010865872393486147 0.0011938140194396071 0.0014438758335023911 0.0011627309848757533
leaf_count=259 1056 287 1032 145 412 188 191 340
internal_value=0 -0.00124394 -0.00748046 0.000814491 0.00375733 0.000215889 -0.00580376 0.00496582
internal_weight=0 0.0109214 0.00486044 0.00336062 0.00606091 0.00488701 0.00380042 0.00235655
internal_count=3910 3651 2233 1177 1418 1131 719 528
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=12
num_cat=0
split_feature=41 3 3 156 48 49 42 47 1 16 3
split_gain=6.47899e-05 6.39645e-05 6.05786e-05 5.63008e-05 3.85777e-05 5.26055e-05 7.18928e-05 9.03345e-05 5.50633e-05 3.69701e-05 3.117e-05
threshold=0.075585000000000013 -0.10628499999999998 -0.084129999999999996 0.084330000000000016 0.095825000000000007 -0.07107999999999999 0.088585000000000011 0.087850000000000025 0.088010000000000019 -1.0000000180025095e-35 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 -4 7 8 10 -1 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00061546777096636786 -0.00048787035404477831 -0.00047344377095833812 -0.00039369147066815863 -0.00042221758858285326 0.00034765670206108836 0.00036412832298151753 -0.00036068330589169315 -0.00030142084898143062 0.00058440683092292681 8.4760724928243988e-05 -0.0001043909657935941
leaf_weight=0.0010029690267200542 0.0010100280579622657 0.0010749492844597574 0.0010741565144149652 0.0010087965434044536 0.0015498836574419509 0.0010263347294474498 0.0011760549258205792 0.0011661099303271021 0.0017089276429471702 0.0010157596012201561 0.0011663525547242481
leaf_count=184 221 867 188 330 264 481 739 104 316 171 45
internal_value=0 2.77149e-05 -3.14039e-05 1.67068e-05 6.66385e-05 7.12091e-06 7.60752e-05 0.000177433 0.000320552 0.000348433 0.00011491
internal_weight=0 0.0129703 0.0109516 0.00987662 0.00886782 0.00731794 0.00624378 0.00506772 0.00390161 0.00201873 0.00219269
internal_count=3910 3689 3334 2467 2137 1873 1685 946 842 355 526
is_linear=0
shrinkage=0.00196078


Tree=4808
num_leaves=9
num_cat=0
split_feature=159 133 43 16 47 1 1 13
split_gain=1.65813e-05 2.76076e-05 3.28791e-05 5.05076e-05 8.29262e-05 5.45568e-05 9.65226e-05 5.64027e-05
threshold=-1.0000000180025095e-35 -0.090054999999999982 0.0016850000000000001 -0.30307999999999996 0.09550500000000002 0.094385000000000011 0.086560000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.011664130875832299 -0.014434513305009514 -0.01702201831048655 0.0165211407364225 -0.014031197893287332 0.027906595490966791 0.013143202091105805 -0.03368808785779108 0.013984227544884827
leaf_weight=0.0011125295212249539 0.0010290183360414139 0.0013947602529232389 0.0014797180973484319 0.0012830357538732115 0.0011866874884672619 0.0018369021814417172 0.001050790469177278 0.0016336252762004942
leaf_count=633 490 361 309 821 203 500 273 320
internal_value=0 0.00115233 0.00277811 0.000353083 0.00381953 -0.00110501 -0.00770184 0.00166027
internal_weight=0 0.0108945 0.00986552 0.0083858 0.00699104 0.00580435 0.00396745 0.00291666
internal_count=3910 3277 2787 2478 2117 1914 1414 1141
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=12
num_cat=0
split_feature=47 484 133 40 52 47 42 52 4 52 150
split_gain=0.000127174 0.000107832 9.11175e-05 0.000112053 8.48329e-05 9.33534e-05 8.40961e-05 0.00012268 0.000126952 0.000103761 9.92904e-05
threshold=0.13177500000000003 -0.0043499999999999988 0.10681500000000001 -0.079289999999999985 0.11262000000000001 0.09550500000000002 -1.0000000180025095e-35 0.048490000000000012 -0.034289999999999994 -0.0013649999999999997 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 10 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00056334679353155009 -0.00067790972817337433 0.00075444232290003074 -0.00048178573349432152 -0.00041019484859848338 -0.00036806877034206237 0.00060131168279274963 -0.00043018860943721372 0.00068769252484899993 0.00074836297699573337 -0.00017756449935551206 9.9414027602215941e-06
leaf_weight=0.0010682275370570296 0.001023012547306682 0.0010116704985924244 0.001016229514364521 0.0012461932453922417 0.0014592902036242713 0.0014335875280708675 0.0017085480833132875 0.0013004891901905111 0.0016089661302271484 0.0017689600357912718 0.0012393774103894653
leaf_count=602 84 246 454 648 414 162 377 224 253 267 179
internal_value=0 3.68224e-05 8.33027e-05 0.000128247 7.44027e-05 0.000137054 6.20414e-05 0.000139208 2.64485e-05 0.000195419 0.000427059
internal_weight=0 0.0148615 0.0137933 0.0127771 0.0117654 0.0103061 0.00887253 0.00762634 0.00632585 0.0046173 0.00284834
internal_count=3910 3826 3224 2770 2524 2110 1948 1300 1076 699 432
is_linear=0
shrinkage=0.00196078


Tree=4810
num_leaves=10
num_cat=0
split_feature=150 151 151 4 4 4 1 12 1
split_gain=1.80668e-05 6.19754e-05 4.82059e-05 4.53245e-05 6.71586e-05 4.59573e-05 3.06245e-05 4.58694e-05 2.81959e-05
threshold=0.082085000000000019 -0.056409999999999995 -1.0000000180025095e-35 0.15927500000000003 -0.0021099999999999995 -0.078484999999999985 0.079945000000000016 0.086935000000000012 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -5
right_child=1 -3 3 8 -6 -7 -8 -9 -10
leaf_value=-0.020502581965893676 0.025773983038704002 -0.0076282783977116011 0.019284004734015675 0.0018103516768814059 -0.019566975255689199 0.02082245893150729 -0.01704574975335274 -0.0083351256514896544 0.024731446278321988
leaf_weight=0.0012183231694356178 0.0010488942386269462 0.0011808279468164479 0.0010507605688481237 0.0010672635682688822 0.0018433418875188172 0.0011029257162700865 0.001032587230952228 0.0014058224584033239 0.0010795254357897901
leaf_count=360 318 195 344 138 601 827 447 392 288
internal_value=0 0.00808464 -0.00188841 0.000754034 -0.00344329 0.00302902 -0.00259548 0.00347848 0.0133364
internal_weight=0 0.00222972 0.00980055 0.00858223 0.00643544 0.0045921 0.00348917 0.00245658 0.00214679
internal_count=3910 513 3397 3037 2611 2010 1183 736 426
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=9
num_cat=0
split_feature=42 403 42 160 43 16 16 2
split_gain=1.88482e-05 3.00342e-05 4.7451e-05 7.03238e-05 5.02473e-05 3.05668e-05 4.41016e-05 4.87643e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.054425000000000008 -0.19424999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=-0.018642599891600678 -0.0093285945401429243 0.016443862526933133 -0.013728802652921946 0.025830272726514239 -0.0067017709993776476 -0.011707282623697586 0.0019511709390388815 0.032246015594816095
leaf_weight=0.0012233777025040847 0.0018463720532572196 0.001209664400182082 0.001973365869460641 0.001256273011953077 0.0013045091978976971 0.0010523557360185287 0.0010949484023468933 0.0010322239177704535
leaf_count=838 832 358 765 429 190 175 201 122
internal_value=0 0.00165584 -0.000345777 0.00255607 0.00815438 0.0032022 0.00777433 0.0166519
internal_weight=0 0.0101467 0.00893705 0.00771368 0.00574031 0.00448404 0.00343168 0.00212717
internal_count=3910 3078 2720 1882 1117 688 513 323
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=11
num_cat=0
split_feature=133 40 42 484 15 52 3 3 15 48
split_gain=7.87037e-05 7.71668e-05 8.20897e-05 6.07937e-05 9.27042e-05 9.89989e-05 8.8572e-05 0.000101375 0.000123395 6.26114e-05
threshold=0.10681500000000001 -0.079539999999999986 -0.089744999999999978 0.087270000000000014 -0.095799999999999982 -0.092854999999999979 -0.11266 0.097615000000000021 0.083935000000000023 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 -7 8 -8 -4
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=0.00055012090466235151 -0.00053484499463686476 -0.00050384584379635944 2.7494411188177184e-05 -0.0004206139087106328 -0.00024223773795780122 0.00080218761550149319 -0.00043632736918953915 0.00063431716956897867 0.00038625713142497549 -0.00054577715266222542
leaf_weight=0.0010114570032747376 0.0010229951934270501 0.0011848567333009779 0.0018720309641322781 0.001002649691093622 0.0014483784629369216 0.0012107042444383931 0.0013659075136080337 0.0013842773468888576 0.0014405817553543843 0.0012032882898931154
leaf_count=253 545 367 344 298 467 140 538 135 644 179
internal_value=0 2.98181e-05 -1.36293e-05 3.95228e-05 8.60062e-05 0.00021298 0.000335045 0.000200088 -1.40916e-05 -0.000196811
internal_weight=0 0.0131241 0.0121127 0.0109278 0.00992517 0.00684985 0.00540147 0.00419077 0.00280649 0.00307532
internal_count=3910 3365 3112 2745 2447 1924 1457 1317 1182 523
is_linear=0
shrinkage=0.00196078


Tree=4813
num_leaves=9
num_cat=0
split_feature=1 0 133 16 16 160 0 12
split_gain=1.8942e-05 6.9581e-05 5.6145e-05 3.65878e-05 6.33684e-05 5.81296e-05 4.52008e-05 3.7398e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.081265000000000018 -0.008069999999999999 -1.0000000180025095e-35 -0.15713499999999997 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -8
right_child=3 2 -4 -5 -6 6 7 -9
leaf_value=-0.023328420583471787 -0.018766828165131592 0.016074901551109442 -0.01236238579519873 -0.011451276026273821 0.028547569157884117 -0.0046187344325929851 0.030181637748722335 0.0046592693771222013
leaf_weight=0.0014347150041783253 0.0010973546380003366 0.0015971656195358829 0.0012281509329837383 0.0014432505122978639 0.0010561443487221382 0.0018305246961780276 0.0010646063681604638 0.0012461548583440299
leaf_count=1044 301 435 529 381 324 188 300 408
internal_value=0 -0.00539391 0.00371336 0.00290932 0.00620188 0.00169685 0.00711929 0.0164179
internal_weight=0 0.00426003 0.00282532 0.00773804 0.00629478 0.00523864 0.00414129 0.00231076
internal_count=3910 2008 964 1902 1521 1197 896 708
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=12
num_cat=0
split_feature=484 52 52 0 13 49 0 4 47 42 3
split_gain=9.20764e-05 6.04376e-05 5.63816e-05 7.38743e-05 3.40458e-05 7.65975e-05 6.689e-05 7.48659e-05 5.22303e-05 3.65912e-05 3.18684e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 -0.08317999999999999 -0.16277999999999995 0.073145000000000016 -0.10071499999999999 -0.076329999999999995 0.092645000000000019 0.08401500000000002 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -3 6 8 9 -6 -8 -4
right_child=1 4 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00058013205412788297 -0.00013858066161407016 -0.0003212125692584252 -8.7983018155959484e-05 0.00076561342528751826 0.00038046587768671923 0.00049773404772397983 -0.00026481104469887909 -0.00063925097782358811 -0.00019086979837031547 0.00022173438755229453 0.00039057019793950075
leaf_weight=0.0010098021839674435 0.0012268886647021308 0.0015760009475188812 0.0011125176126359163 0.0011086915675153517 0.0015771945907138204 0.0010101173240488733 0.0013524317284151735 0.001269606643031565 0.0010085582368883038 0.001060101086131316 0.0010306412044849
leaf_count=612 379 152 235 305 203 333 500 711 55 351 74
internal_value=0 3.39682e-05 0.000219584 0.000354716 -5.99244e-05 -3.34433e-06 -8.40968e-05 -0.00025384 0.00015762 -5.10161e-05 0.000142152
internal_weight=0 0.0133327 0.00447874 0.00325185 0.00885401 0.00727801 0.00626789 0.00368214 0.00258575 0.00241253 0.00214316
internal_count=3910 3298 993 614 2305 2153 1820 1562 258 851 309
is_linear=0
shrinkage=0.00196078


Tree=4815
num_leaves=9
num_cat=0
split_feature=50 160 133 2 0 0 4 16
split_gain=1.84226e-05 4.45947e-05 4.18764e-05 8.62464e-05 4.26518e-05 4.37842e-05 5.47499e-05 3.77377e-05
threshold=0.088425000000000017 -0.085744999999999988 -0.0056849999999999991 0.11339500000000001 -0.23029999999999998 -0.077944999999999987 0.05309500000000001 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.020942884370367128 -0.012500065746229716 -0.017602387285810733 0.025380226343622032 -0.020019957250995896 -0.019593383195067739 0.026345242943296578 0.0068751870972075177 0.0029593122624919027
leaf_weight=0.0010348025513371986 0.0010799346153147682 0.0012999667872803751 0.0010042008586030916 0.0015123118491025085 0.0014197650728307691 0.0011229009413856426 0.0017383205780503652 0.0017899706894667286
leaf_count=485 689 777 74 399 692 323 199 272
internal_value=0 0.00119143 -0.000875721 0.00165635 0.00628965 0.00313187 -0.00502416 0.0119745
internal_weight=0 0.0109222 0.00988744 0.00858747 0.00707516 0.00607096 0.00315809 0.00291287
internal_count=3910 3221 2736 1959 1560 1486 891 595
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=12
num_cat=0
split_feature=484 133 40 42 484 1 3 4 16 1 2
split_gain=0.000141313 7.29597e-05 7.98899e-05 8.28341e-05 0.000101429 7.94175e-05 8.08024e-05 9.18442e-05 7.75555e-05 9.69695e-05 5.14548e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087270000000000014 0.092550000000000007 -0.11266 0.018480000000000003 -0.25582999999999995 0.11287500000000002 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 10 -7 -10 -8
right_child=1 -3 3 4 -6 8 7 -9 9 -11 -12
leaf_value=-0.00071146678544498239 0.00061256238770272635 -0.00046021526571373827 -0.00044707304498054726 0.00078745165776321563 -0.00047842073319822361 -0.00040900068888903335 0.00028037581526324946 0.00066990375356065931 -0.00019719714272716218 0.00060739427558291546 -0.00021599676887660581
leaf_weight=0.0010188827716712924 0.0010200901562954041 0.0010138717121052328 0.0012020424962883676 0.001104640729242456 0.0010576518911309648 0.0014647738660028267 0.0015534133505180473 0.0011479200822136146 0.0012720681731869981 0.0010522959532731904 0.0016619097133434443
leaf_count=612 261 472 332 104 296 222 515 161 281 183 471
internal_value=0 4.57175e-05 8.66331e-05 4.0049e-05 9.68168e-05 0.00016254 0.000313726 0.000193794 -5.56283e-05 0.000167061 2.38148e-05
internal_weight=0 0.0135507 0.0125368 0.0115167 0.0103147 0.00925702 0.00546788 0.00436324 0.00378914 0.00232436 0.00321532
internal_count=3910 3298 2826 2565 2233 1937 1251 1147 686 464 986
is_linear=0
shrinkage=0.00196078


Tree=4817
num_leaves=10
num_cat=0
split_feature=11 48 42 133 160 1 1 13 0
split_gain=1.65418e-05 2.98219e-05 4.00179e-05 5.26363e-05 7.39125e-05 4.29638e-05 6.18919e-05 4.08188e-05 3.50043e-05
threshold=0.079700000000000007 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.081519999999999995 0.076710000000000014 0.092550000000000007 -0.071149999999999977 -0.14867499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4 -3
right_child=-2 8 7 -5 5 6 -8 -9 -10
leaf_value=0.020739576295998707 -0.012339591663998999 -0.0012921889702656513 -0.027053388808708681 0.018825425961618406 -0.024446621028018839 0.014804324635355214 -0.014496700873333677 0.00018837451465868388 0.024807647242102437
leaf_weight=0.0010965258329384267 0.0010025785368590586 0.0010136512736833997 0.001075815107146153 0.0015137270023790096 0.0011955652122671379 0.0012592798636100674 0.0016861352908592179 0.0011254435054050028 0.0010421920863720952
leaf_count=208 254 78 876 607 587 220 335 383 362
internal_value=0 0.00107754 -0.00141665 0.00240103 -0.0023459 -0.0084589 -0.00196937 -0.0131254 0.0119389
internal_weight=0 0.0110083 0.00895249 0.00675123 0.00523751 0.00414098 0.00294542 0.00220126 0.00205584
internal_count=3910 3656 3216 1957 1350 1142 555 1259 440
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=11
num_cat=0
split_feature=484 133 0 2 1 4 0 12 0 12
split_gain=0.000110887 7.01455e-05 7.10279e-05 5.13999e-05 0.000107935 8.37173e-05 5.94048e-05 0.00010046 7.02457e-05 5.77705e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.10796500000000002 0.10937500000000001 0.15927500000000003 -0.070894999999999986 0.086935000000000012 -0.12329499999999999 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 -8
right_child=1 -3 -4 4 -6 -7 9 -9 -10 -11
leaf_value=-0.00062767598413216612 0.00032689380187096983 -0.00045677686490110147 0.00056910992138231305 -0.00066719411529297533 0.00010482147238922767 0.00050339924626606491 -3.8622252221429781e-05 -0.00059095038652128462 -0.00023402985255937449 0.00061983122445270159
leaf_weight=0.0010356877290695248 0.0018269099177917174 0.0010171889875559654 0.0010407204207273655 0.0011228726181978924 0.0018325672699537777 0.0016817395686718594 0.0010186655414910302 0.0012221882059834659 0.0016190811559168195 0.0010305621662183295
leaf_count=612 162 472 70 285 344 240 175 871 559 120
internal_value=0 3.82205e-05 7.88411e-05 3.39049e-05 -0.000188494 0.000112161 1.42125e-05 -0.000107957 6.33467e-05 0.000292516
internal_weight=0 0.0134125 0.0123953 0.0113546 0.00295544 0.00839915 0.00671741 0.00466818 0.00344599 0.00204923
internal_count=3910 3298 2826 2756 629 2127 1887 1592 721 295
is_linear=0
shrinkage=0.00196078


Tree=4819
num_leaves=10
num_cat=0
split_feature=50 4 2 159 133 43 3 3 15
split_gain=1.59356e-05 4.07074e-05 4.196e-05 3.66892e-05 4.02578e-05 4.42692e-05 7.15624e-05 7.10348e-05 0.000131642
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.082325000000000023 -0.0056849999999999991 -0.089949999999999988 -0.074234999999999982 0.097615000000000021 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.014054073269269114 -0.011620481818523432 0.018306687036332502 -0.01852596500607764 -0.01644739398852996 -0.0064857266814013484 0.030749034010488448 0.018959715382576445 0.024570923064585259 -0.030911327329429042
leaf_weight=0.0010781533683926819 0.0010823998892338467 0.0012212804793188493 0.0012053425325335579 0.0010134674661105014 0.0017972123288234176 0.0014142076044182357 0.0010206089767475501 0.0010835154694543991 0.0010994978633075466
leaf_count=658 689 396 331 397 350 661 65 84 279
internal_value=0 0.00109957 -0.00106422 0.00141 0.00382525 0.00683016 0.0120126 0.00374154 -0.00690365
internal_weight=0 0.0109333 0.00971201 0.00850666 0.0074932 0.00641504 0.00461783 0.00320362 0.00212011
internal_count=3910 3221 2825 2494 2097 1439 1089 428 344
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=11
num_cat=0
split_feature=484 133 484 16 16 2 52 2 4 16
split_gain=0.00012006 0.000102117 0.00010917 0.000125592 0.000134542 0.000104696 7.49842e-05 7.52205e-05 7.38577e-05 7.95787e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.088645000000000015 -0.014099999999999998 0.3935300000000001 0.092340000000000019 0.090640000000000012 0.113945 0.15927500000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0006539233949765617 -0.00038618210554902302 -0.00054834648155142678 -0.0005274397918229812 0.00026562313873668993 -0.00013512532200002061 0.0009812522075582661 -0.00047986752204442324 -0.0003464170333579933 0.0005318783437626368 0.00025350211200839709
leaf_weight=0.0010238691845244124 0.0011965735583213855 0.0010399052553423061 0.001009808119384681 0.0015758130057650071 0.0012629711948910897 0.0015681478344975919 0.0011249731517244746 0.0013022495947199453 0.0015805558480180655 0.0019931341394497939
leaf_count=612 175 472 303 401 292 245 404 194 206 606
internal_value=0 4.22357e-05 9.09228e-05 0.000144732 0.000405421 0.000622565 -1.4884e-05 7.12572e-05 0.000185279 1.35337e-05
internal_weight=0 0.0136541 0.0126142 0.0116044 0.00440693 0.00314396 0.00719749 0.00607251 0.00477026 0.00318971
internal_count=3910 3298 2826 2523 938 646 1585 1181 987 781
is_linear=0
shrinkage=0.00196078


Tree=4821
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 151 1 0 0
split_gain=6.84091e-05 4.6518e-05 7.89521e-05 0.000142093 0.000133862 8.65995e-05 6.93694e-05 0.000105157 5.23165e-05 0.000108673
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.00048885456429942462 -0.00045998316954469124 -0.00036036826582939286 -0.00043205948887168813 0.00045230818734206933 0.00098653180129203285 -0.00023579416664336157 -0.00049951031225762741 0.00041509838106916215 0.00047678640549748426 -0.00041147137215562278
leaf_weight=0.001035540973078882 0.0013171541021219195 0.0010486694617593299 0.001088685566268041 0.0018533037637724036 0.0011183889908957206 0.0011331113395454486 0.0011712277985336402 0.0018725750796913568 0.0010225690584250418 0.0010983141152272604
leaf_count=627 218 480 341 525 91 279 176 286 434 453
internal_value=0 3.52202e-05 7.07516e-05 0.000122459 0.000407915 0.000191227 -5.83143e-05 4.41236e-05 -0.000166889 1.67959e-05
internal_weight=0 0.012724 0.0116753 0.0105866 0.0041048 0.00298642 0.00648184 0.00516469 0.00329211 0.00212088
internal_count=3910 3283 2803 2462 895 804 1567 1349 1063 887
is_linear=0
shrinkage=0.00196078


Tree=4822
num_leaves=10
num_cat=0
split_feature=4 0 43 160 15 13 15 4 4
split_gain=1.6838e-05 4.73643e-05 4.04039e-05 4.80129e-05 5.28104e-05 5.53958e-05 5.96872e-05 0.000141348 4.03837e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.19153499999999998 -0.094679999999999986 0.035895000000000003 -1.0000000180025095e-35 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 7 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.012452360409655763 -0.024656556555973725 0.020290375950907966 -0.014431909539266095 -0.01553220404452094 0.029626237190472929 0.03964460293831485 -0.014228888325220086 -0.007161744905396639 -0.00029636802301650068
leaf_weight=0.0010033509247989849 0.0012580285725998712 0.001149570001725741 0.0010054513438788604 0.0011905798640645376 0.0011790233051696773 0.0011378628029650657 0.0011478037554251029 0.0014900510041480684 0.0014824572839561251
leaf_count=192 914 223 252 217 250 226 952 384 300
internal_value=0 0.00107792 -0.00115497 0.00280164 0.00646392 0.0107043 0.00479559 0.013105 -0.011479
internal_weight=0 0.0110408 0.00989126 0.00715077 0.00596019 0.00495474 0.00377572 0.00262791 0.00274049
internal_count=3910 3718 3495 2281 2064 1812 1562 610 1214
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=13
num_cat=0
split_feature=484 39 51 12 2 13 3 15 16 0 13 1
split_gain=0.000100663 9.48168e-05 8.35128e-05 8.3436e-05 7.26077e-05 8.35924e-05 8.85284e-05 8.4741e-05 0.000104233 5.56861e-05 8.11916e-05 2.23535e-05
threshold=-0.0043499999999999988 0.094865000000000019 -0.095859999999999987 0.10852500000000001 0.086650000000000019 -0.11267999999999999 0.11818000000000002 -0.03231499999999999 -0.0060199999999999993 -0.10783 -0.0049299999999999995 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 7 11 -9 -4 -11 -7
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12 -13
leaf_value=-0.00057837351014425927 0.00060018943771626807 -0.00053681124180383465 0.00019085932898125303 -0.00049907154104939541 0.00064333414826583881 0.00031502719438815689 -0.00041036026116436983 -0.00032167733079325469 0.00043145673333656377 -0.00072922946915553188 1.1429004423856899e-05 0.0007280418641574508
leaf_weight=0.0010923761249780851 0.0011058456092743309 0.0010173178860038634 0.0012437410300334267 0.001020979599546514 0.0013304891437489388 0.0010144272917638826 0.0010726855535072594 0.0016721575243312183 0.001223435397505464 0.0010407865069734482 0.0012553878878647164 0.0010009341449501359
leaf_count=612 321 210 110 197 175 301 74 508 180 825 215 182
internal_value=0 3.96367e-05 8.48133e-05 3.68196e-05 8.72279e-05 0.000198796 9.9951e-05 0.000211417 -3.46586e-06 -0.000143293 -0.000324289 0.000520152
internal_weight=0 0.0139982 0.0129809 0.011875 0.010854 0.00731413 0.00598364 0.00491095 0.00289559 0.00353992 0.00229617 0.00201536
internal_count=3910 3298 3088 2767 2570 1420 1245 1171 688 1150 1040 483
is_linear=0
shrinkage=0.00196078


Tree=4824
num_leaves=10
num_cat=0
split_feature=14 0 1 16 133 42 43 52 0
split_gain=1.65795e-05 4.43239e-05 4.91795e-05 4.31834e-05 4.21665e-05 4.59747e-05 4.88283e-05 5.88736e-05 2.45983e-05
threshold=-1.0000000180025095e-35 -0.10575999999999998 0.091560000000000016 -0.27337499999999998 -0.086869999999999989 -1.0000000180025095e-35 -0.083094999999999988 0.0074400000000000013 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 -7 8 -8
right_child=1 4 3 -5 5 6 7 -9 -10
leaf_value=-0.012371546759192721 -0.002647201324229772 0.014928668395462898 0.0039666436866193505 0.031674547140420353 -0.024460866810781679 0.012763805835872331 -0.011223582408645211 -0.028620581329315182 0.010249728208673366
leaf_weight=0.0010005912262558035 0.0019062998840342219 0.0010168549198496723 0.0010272871403495716 0.0012431722449629107 0.0012136896911091296 0.0014306983245471316 0.001009885782612499 0.001068537297784351 0.001130807227816266
leaf_count=196 299 475 182 171 677 505 470 519 416
internal_value=0 0.00107111 0.00919503 0.0191379 -0.00386766 -0.00713285 -0.00260027 -0.00944969 0.000119555
internal_weight=0 0.0110472 0.00417676 0.00227046 0.00687047 0.00585362 0.00463993 0.00320923 0.00214069
internal_count=3910 3714 652 353 3062 2587 1910 1405 886
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=9
num_cat=0
split_feature=1 52 0 0 1 1 16 1
split_gain=1.65324e-05 4.2522e-05 5.42928e-05 7.23911e-05 6.3106e-05 8.84265e-05 5.80059e-05 2.8814e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 -0.10071499999999999 0.11097000000000001 0.094385000000000011 0.15737500000000001 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1
right_child=-2 -3 6 -5 -6 -7 -8 -9
leaf_value=0.0076843235463521474 0.010451032382565714 -0.018289386845630563 0.025232185872498161 -0.022820083009676289 -0.018104664045060028 0.033587771091896437 -0.0020512863486973143 -0.01414390795241049
leaf_weight=0.0014366516731919195 0.0013349454742831385 0.0013016477099231328 0.0015804840253498781 0.0015875350988518678 0.0011790574069478399 0.0010105773099311358 0.001537092024371182 0.0010443303447880432
leaf_count=245 345 576 518 1461 114 157 419 75
internal_value=0 -0.00135263 0.000998723 -0.00437226 0.00189812 0.00865282 0.0117803 -0.00150393
internal_weight=0 0.0106774 0.00937573 0.00625815 0.00467062 0.00349156 0.00311758 0.00248098
internal_count=3910 3565 2989 2052 591 477 937 320
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=10
num_cat=0
split_feature=11 49 160 2 2 160 133 13 0
split_gain=1.67729e-05 2.3002e-05 2.73218e-05 5.318e-05 5.9843e-05 2.69747e-05 0.000114737 9.48059e-05 4.78211e-05
threshold=0.079700000000000007 0.10447000000000002 0.099550000000000013 0.11290500000000002 0.10113500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07409499999999998 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.010350884548395499 -0.01241315001567274 0.015064980042879561 -0.016037287877368776 0.019407829443345251 -0.021953096259639617 -0.023255351498451714 0.039599646325185416 -0.0079883751881370327 0.01829135320797777
leaf_weight=0.0013747183034161356 0.0010031036435061225 0.0010644251980672483 0.0010046529313023954 0.0013795335043181858 0.0012476358930970056 0.0010811953117617866 0.0010283622246488508 0.0015082896610969635 0.001280113497275452
leaf_count=833 254 362 264 413 262 643 275 291 313
internal_value=0 0.00109617 -0.000405043 0.00135959 -0.00195119 0.00202718 0.00550136 0.0136474 0.00407625
internal_weight=0 0.0109689 0.0099045 0.00889985 0.00752031 0.00627268 0.00489796 0.00381677 0.0027884
internal_count=3910 3656 3294 3030 2617 2355 1522 879 604
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 15 13 2 2 48
split_gain=7.69376e-05 5.62894e-05 5.29837e-05 8.35735e-05 6.72284e-05 8.79054e-05 9.28889e-05 6.62045e-05 8.86877e-05 6.55843e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 -0.095799999999999982 -0.083514999999999992 0.099370000000000014 0.087995000000000004 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 -7 8 -8 -5
right_child=1 -3 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.00052274789437904939 -0.00038677516931394856 0.00040359613734225789 -0.00049172451985117125 0.00015182625838010085 -0.00036283755662367887 0.0007350099396365423 1.1988374131066325e-05 -0.00018942043730156569 0.00069660988167231095 -0.00051718734923232427
leaf_weight=0.0010476372309746991 0.0013072595288009482 0.0013826446414491626 0.0010486347506319252 0.001158429110342384 0.0010959822166532974 0.0013416938246012021 0.0016329790503130056 0.001497151786915691 0.001311944480379267 0.0010967196430613064
leaf_count=627 529 400 400 213 204 273 587 305 255 117
internal_value=0 2.98164e-05 -1.51591e-05 3.25452e-05 9.27284e-05 0.000154838 0.00028287 0.000146305 0.000316983 -0.000173527
internal_weight=0 0.0128734 0.0114908 0.0101835 0.0091349 0.00803892 0.00578377 0.00444208 0.00294492 0.00225515
internal_count=3910 3283 2883 2354 1954 1750 1420 1147 842 330
is_linear=0
shrinkage=0.00196078


Tree=4828
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 151 1 51 0 0
split_gain=7.67221e-05 5.31605e-05 7.47619e-05 0.000113178 0.000143855 8.74087e-05 8.33589e-05 7.81909e-05 6.17434e-05 0.000175057
threshold=-1.0000000180025095e-35 0.10599500000000002 0.08764000000000001 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.066709999999999978 -0.10209999999999998 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00051522613079372343 -0.0004863575472554426 -0.00038798766026512747 -0.00044042785759436842 0.00045959094029382616 0.00097750634753050324 -0.00046797484301776184 0.00040012545929120211 -0.00016653932832359045 0.00067824559227022143 -0.00043726730780906114
leaf_weight=0.0010821588841778826 0.0013674261176146278 0.0010806548680410361 0.0010225135552942672 0.0015503085000103077 0.001095976506679551 0.0012152741091930172 0.0018877237119076175 0.0015172762885603099 0.0010151677947530624 0.0011576364437323287
leaf_count=627 222 480 331 404 91 176 287 405 429 458
internal_value=0 2.83044e-05 6.63344e-05 0.000114283 0.000367749 -4.45736e-05 6.99316e-05 0.000149897 -0.000114041 8.39176e-05
internal_weight=0 0.01291 0.0118293 0.0108068 0.00416356 0.00664323 0.0052758 0.00306758 0.00338808 0.0021728
internal_count=3910 3283 2803 2472 900 1572 1350 809 1063 887
is_linear=0
shrinkage=0.00196078


Tree=4829
num_leaves=10
num_cat=0
split_feature=133 160 474 52 4 49 2 15 13
split_gain=1.92545e-05 4.28623e-05 8.53155e-05 3.29812e-05 4.35898e-05 5.12546e-05 8.86933e-05 8.1818e-05 0.000115631
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.059400000000000008 0.10433000000000002 0.25367000000000006 -0.082084999999999977 0.10457000000000001 -0.07142999999999998 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -7 -9
right_child=1 3 -4 -5 -6 6 -8 8 -10
leaf_value=0.010930921256152411 -0.030831927234916612 0.015554410989640064 0.0080409761322315972 0.015827589712342424 0.015142850820139459 -0.021876593503068618 -0.035671913473582305 0.032782169193638369 -0.012653156849346934
leaf_weight=0.0014088305907286923 0.0012758234937795584 0.0010020378550063703 0.0010127750146835103 0.0013991081445906698 0.001344938924005409 0.0013083607612324141 0.0010037932512300292 0.0010975004920437269 0.0011439750313578141
leaf_count=604 746 168 340 212 325 260 301 638 316
internal_value=0 -0.00151315 -0.0136295 0.00182786 -0.00101061 -0.00492111 -0.0094268 -0.00200542 0.00959348
internal_weight=0 0.0105883 0.0022886 0.00829971 0.00690061 0.00555567 0.00455363 0.00354984 0.00224148
internal_count=3910 3306 1086 2220 2008 1683 1515 1214 954
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=11
num_cat=0
split_feature=48 48 51 0 2 49 42 0 3 4
split_gain=5.2072e-05 5.93508e-05 5.94562e-05 7.23349e-05 6.54576e-05 5.3113e-05 7.4067e-05 6.44953e-05 9.97434e-05 5.66445e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084100000000000022 -0.10071499999999999 -0.032959999999999996 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -9 -8
right_child=-2 -3 -4 4 5 6 9 8 -10 -11
leaf_value=0.00044428302859412112 -0.00042581206697074386 0.00048559716337353485 -0.00044415506496718208 0.00043554316121642214 -0.00040013350823550847 0.00054238798364206176 6.3223591700139859e-06 -0.00039590039522920811 0.00034893386110510525 -0.00062729769566086059
leaf_weight=0.0014399026547531708 0.0010396038412463842 0.0010140274872618765 0.0010934326153168557 0.0010269004527647708 0.0016777945452676451 0.0011607617777356647 0.0011344838739774138 0.0013279836762287295 0.0014416092831854397 0.0010394689275758724
leaf_count=152 161 239 357 244 447 201 419 870 135 685
internal_value=0 3.11073e-05 -9.52495e-06 3.68448e-05 -2.97543e-05 -9.11534e-05 -6.22897e-06 0.000154403 -8.20444e-06 -0.000296641
internal_weight=0 0.0123564 0.0113423 0.0102489 0.008809 0.0077821 0.00610431 0.00393035 0.00276959 0.00217395
internal_count=3910 3749 3510 3153 3001 2757 2310 1206 1005 1104
is_linear=0
shrinkage=0.00196078


Tree=4831
num_leaves=12
num_cat=0
split_feature=484 457 4 12 47 16 16 2 16 1 13
split_gain=0.000109392 5.95166e-05 6.59138e-05 7.094e-05 9.58232e-05 7.40627e-05 0.000153691 9.88936e-05 8.89076e-05 8.00825e-05 2.76425e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.25367000000000006 -0.036459999999999992 0.09550500000000002 -0.014099999999999998 -0.078844999999999985 0.090815000000000021 0.15737500000000001 0.085990000000000011 -0.071594999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -7 -5 -10
right_child=1 2 -4 4 -6 8 -8 -9 10 -11 -12
leaf_value=-0.00062753065997525582 -0.00041725826775997949 -0.00046630840350855282 0.00040793406942367746 -9.5815698611507758e-05 0.00060612741218981595 0.00055833382656588458 -0.00084458132071788797 -0.00041631080878554714 0.00016587982304322121 0.00064259302019830115 -0.00029254430366568786
leaf_weight=0.0010091902249439464 0.0010024256548362359 0.0010497260942765813 0.0019732895611972454 0.0011423423321050875 0.0011315171887906006 0.0015652800769915911 0.0010083974772364668 0.0012606251427067124 0.0010082829759414103 0.0011166760268394305 0.0010145770493544342
leaf_count=612 200 250 466 579 165 391 465 215 87 177 303
internal_value=0 4.21205e-05 7.96483e-05 1.67391e-05 7.15709e-05 -2.95432e-06 -0.000169692 2.36677e-05 0.00020746 0.000269194 -6.40454e-05
internal_weight=0 0.0132731 0.0122707 0.0102974 0.0092477 0.00811618 0.00452804 0.00351964 0.00358814 0.00225902 0.00202286
internal_count=3910 3298 3098 2632 2382 2217 1436 971 781 756 390
is_linear=0
shrinkage=0.00196078


Tree=4832
num_leaves=9
num_cat=0
split_feature=1 4 150 15 16 16 51 13
split_gain=1.8526e-05 5.425e-05 4.64592e-05 4.20421e-05 3.95035e-05 5.48779e-05 5.21108e-05 3.13904e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -1.0000000180025095e-35 -0.27337499999999998 -0.055679999999999993 -0.088439999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 4 -3 -2 -6 -7 -1
right_child=2 3 -4 -5 5 6 -8 -9
leaf_value=-0.006015874582120607 -0.01754076452040592 -0.029180964052601385 0.017937887933284082 -0.0030738704962017683 0.016233250618414675 0.0086482411817428596 -0.021317953311421056 0.016169944602746757
leaf_weight=0.0012236784646321049 0.0011647212775703691 0.0011531410622728274 0.001650956331654037 0.0013262830823544138 0.0018332019875057799 0.0011180133195279644 0.001206628335609876 0.0013318748195460751
leaf_count=425 256 1010 349 565 439 252 414 200
internal_value=0 -0.00467763 0.00328233 -0.0152159 -0.00126354 0.00329614 -0.00690601 0.00554668
internal_weight=0 0.00503498 0.00697352 0.00247942 0.00532256 0.00415784 0.00232464 0.00255555
internal_count=3910 2200 1710 1575 1361 1105 666 625
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=10
num_cat=0
split_feature=42 403 160 12 16 2 15 47 4
split_gain=1.81126e-05 3.51099e-05 3.91697e-05 6.01675e-05 5.68786e-05 5.66295e-05 5.30033e-05 3.5171e-05 3.44192e-05
threshold=0.092145000000000019 0.03138500000000001 0.069910000000000014 0.086935000000000012 -0.09385499999999998 0.097940000000000013 -0.038029999999999987 0.09252500000000001 -0.045299999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -5 7 -1 -8
right_child=-2 -3 4 5 -6 -7 8 -9 -10
leaf_value=0.0031829938437958429 -0.0091326260429731819 0.01766047975032509 -0.0054750010875372337 -0.031461713076561849 0.027201470647607008 0.00025073287580775042 0.0016250235248156447 -0.022066791406234337 0.026221384200978443
leaf_weight=0.001185131995008532 0.0018557074685870674 0.0012017211737683732 0.0010391430698499828 0.0012772500397408373 0.0010929985635624697 0.0010070903201001306 0.0012160756114220331 0.001032064445999686 0.001069097249988097
leaf_count=355 832 358 118 786 328 279 455 141 258
internal_value=0 0.00161455 -0.000547473 -0.00426196 0.0112759 -0.0174807 0.00244477 -0.00857032 0.0131322
internal_weight=0 0.0101206 0.00891885 0.00678671 0.00213214 0.00228434 0.00450237 0.0022172 0.00228517
internal_count=3910 3078 2720 2274 446 1065 1209 496 713
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=9
num_cat=0
split_feature=52 1 15 52 52 1 2 16
split_gain=1.72929e-05 3.88374e-05 5.37931e-05 9.48046e-05 4.97431e-05 2.9433e-05 4.36958e-05 5.45733e-05
threshold=-0.27466499999999994 0.076710000000000014 0.083935000000000023 0.09716000000000001 -0.081429999999999989 0.092550000000000007 0.11462500000000002 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 -7
right_child=1 4 -4 -5 5 6 -8 -9
leaf_value=-0.012420711406762831 -0.033198032331893314 0.025327278313272712 0.0082443267843102085 0.0069556203207343133 0.012039002452735093 0.0056944613710940067 0.01125682844997135 -0.023446611796504938
leaf_weight=0.001031681294177105 0.0013823011967840572 0.0010764580593478025 0.0014543370372142508 0.0010232891691016864 0.0019542863164132875 0.0011496898324769918 0.0014101753640263196 0.0014571366363673041
leaf_count=425 748 315 861 182 467 200 340 372
internal_value=0 0.00112448 -0.00693848 -0.0161175 0.00554042 0.00197339 -0.00292356 -0.0105945
internal_weight=0 0.0109077 0.00385993 0.00240559 0.00704775 0.00597129 0.004017 0.00260683
internal_count=3910 3485 1791 930 1694 1379 912 572
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=9
num_cat=0
split_feature=47 4 1 1 4 13 1 12
split_gain=1.59091e-05 4.67187e-05 4.61455e-05 6.01561e-05 3.77545e-05 4.91924e-05 4.57757e-05 3.13915e-05
threshold=0.11669500000000001 0.25367000000000006 0.11215000000000001 0.095575000000000007 -0.076329999999999995 -0.080814999999999984 0.086560000000000012 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.0068330029317716272 -0.011527328315835991 0.015519001281151143 -0.020528292212288381 0.022441122429118349 -0.028495383475736453 0.0099703254956021239 -0.018121404309813249 0.0130209688175595
leaf_weight=0.0013456944524106098 0.001095320804639058 0.0018646800309197265 0.0011556794695495153 0.0011101095457254793 0.001018401757356042 0.0013385668962600386 0.0010236746864205762 0.0019509203653278225
leaf_count=484 179 497 209 382 677 689 149 644
internal_value=0 0.00112045 -0.00188174 0.000885488 -0.00269819 -0.0101236 -0.00220319 0.00491648
internal_weight=0 0.0108077 0.00894305 0.00778737 0.00667726 0.00338064 0.00236224 0.00329661
internal_count=3910 3731 3234 3025 2643 1515 838 1128
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=9
num_cat=0
split_feature=50 4 2 3 42 48 3 0
split_gain=1.73221e-05 3.56083e-05 4.27478e-05 3.31926e-05 6.0763e-05 6.2059e-05 2.98349e-05 5.28834e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.10420500000000001 -0.088669999999999985 0.081315000000000012 -0.11266 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.020147989325902203 -0.012211334133567727 0.017274632102199979 -0.01865378030517003 0.016079184733966408 0.0025031690850632672 0.010574953863366888 -0.0025350938273491531 -0.028782920967012085
leaf_weight=0.0011297676128583616 0.0010644283031912552 0.0012166982971201596 0.0011865060537732059 0.0013358443828501709 0.0010810037404582638 0.0017635860433906124 0.0014128557958236249 0.0016807195754588984
leaf_count=349 689 396 331 81 178 420 179 1287
internal_value=0 0.00115898 -0.000885579 0.00162306 -0.00110915 -0.00515344 -0.011798 -0.0167954
internal_weight=0 0.010807 0.00959028 0.00840378 0.00706793 0.00593817 0.00417458 0.00309358
internal_count=3910 3221 2825 2494 2413 2064 1644 1466
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=10
num_cat=0
split_feature=11 13 39 0 151 1 16 15 15
split_gain=1.71683e-05 2.42406e-05 6.39657e-05 6.83943e-05 5.18477e-05 4.89257e-05 4.31829e-05 4.97203e-05 3.29636e-05
threshold=0.077330000000000024 -0.091229999999999992 0.005105000000000001 -0.053834999999999994 -0.0088999999999999982 0.076710000000000014 -0.09601999999999998 -0.075094999999999981 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -6 -8 -9
right_child=-2 2 -4 -5 6 -7 7 8 -10
leaf_value=-0.0023399014284874518 -0.01169331665598999 -0.016492186469041072 0.02179700427217297 -0.02514787034785157 0.020498020128969563 0.026909297550360301 -0.018628979745278603 0.020467506858908829 -0.0043056035737167138
leaf_weight=0.0013320469762545511 0.0011417386480562968 0.0014544443221257723 0.0010480878747384792 0.0013281196128437991 0.0013122400689411238 0.0010021275640443488 0.0010707651084866567 0.0010458881901535143 0.0011041809736278259
leaf_count=221 279 406 366 328 299 285 366 307 1053
internal_value=0 0.00120698 -0.00130774 -0.00461788 -6.40243e-05 0.0102176 0.00520698 -0.00102293 0.00774513
internal_weight=0 0.0106979 0.00836373 0.00731564 0.00598752 0.00233417 0.00453307 0.00322083 0.00215007
internal_count=3910 3631 3125 2759 2431 506 2025 1726 1360
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=8
num_cat=0
split_feature=2 2 160 0 12 3 2
split_gain=1.75217e-05 2.9905e-05 5.71132e-05 4.73127e-05 4.59765e-05 7.64129e-05 4.59326e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.084835000000000008 -0.082604999999999998 0.089995000000000006 0.086245000000000016 0.106035
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.012324140320306647 9.4427933945746744e-05 0.018584680682049087 0.018271304709070846 -0.025003907109456675 0.00025345177511365747 -0.0098084756377496071 -0.029694300800008455
leaf_weight=0.0010458083895234201 0.0019997861892348439 0.0018468994330210582 0.0017103415739102602 0.0012028523345787006 0.0010341878066013512 0.00194714667276476 0.0010145778129031036
leaf_count=280 777 766 345 553 516 326 347
internal_value=0 -0.00123436 0.00219916 -0.00933205 -0.00250557 0.004013 -0.0145771
internal_weight=0 0.0107558 0.00755315 0.00320264 0.00584281 0.00379405 0.00204877
internal_count=3910 3630 2300 1330 1955 1092 863
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=10
num_cat=0
split_feature=484 133 133 16 4 0 52 48 49
split_gain=5.45553e-05 5.41991e-05 7.23434e-05 4.86159e-05 7.01788e-05 8.10586e-05 6.84906e-05 6.5853e-05 2.26086e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.065880000000000008 -0.008069999999999999 -0.077889999999999987 -0.10209999999999998 -0.072349999999999984 0.016865000000000002 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -5 -6 -9
right_child=1 -3 -4 6 5 -7 -8 8 -10
leaf_value=-0.0004414471794646933 -0.00053126474408857628 -0.00039890791434834107 0.00045339586837382938 -6.0484642996456588e-05 -0.00046946725642744335 0.00040025115633984278 0.00048738851610875605 0.00026956687917844863 -0.00012871875378649638
leaf_weight=0.0010230652030953817 0.0011709053764090635 0.0010403019744597347 0.0016130366321528396 0.0019254752028584501 0.0014942724478649019 0.0014134967971766617 0.0016114619462233085 0.0010628716366177238 0.0011310627946577723
leaf_count=627 564 480 548 460 231 538 278 78 106
internal_value=0 2.95608e-05 6.85832e-05 5.3064e-06 -9.83471e-05 1.01294e-06 0.000189132 -0.000151994 6.42344e-05
internal_weight=0 0.0124629 0.0114226 0.00980955 0.00627261 0.0051017 0.00353694 0.00368821 0.00219393
internal_count=3910 3283 2803 2255 1517 953 738 415 184
is_linear=0
shrinkage=0.00196078


Tree=4840
num_leaves=9
num_cat=0
split_feature=403 0 16 4 4 150 16 15
split_gain=1.65538e-05 3.8488e-05 3.64286e-05 5.74454e-05 6.24933e-05 7.11245e-05 4.85801e-05 3.53233e-05
threshold=0.087440000000000004 0.14676000000000003 0.081265000000000018 -0.082509999999999986 0.0057500000000000008 0.085075000000000026 -0.30307999999999996 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.020929368744110003 -0.012236305235253262 0.019241919594572519 -0.012977976167006203 -0.002820591288401746 -0.015920594994852804 0.028382170416109194 0.0084134791594915777 -0.029150365318765192
leaf_weight=0.00135610545521432 0.0010163056686048567 0.0010564710803750875 0.0019752844902307465 0.001004119666630352 0.0014297633118530767 0.0010038926723476248 0.0019249531819907379 0.0010344391070129695
leaf_count=544 349 76 637 293 342 165 337 1167
internal_value=0 0.00111403 -0.00085457 0.00223408 -0.00172904 0.00503039 -0.00195758 -0.0161813
internal_weight=0 0.010785 0.00972856 0.00775327 0.00639717 0.00435861 0.00335472 0.00203856
internal_count=3910 3561 3485 2848 2304 844 679 1460
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=8
num_cat=0
split_feature=1 42 133 15 3 2 2
split_gain=1.83304e-05 3.8921e-05 3.67687e-05 4.87396e-05 5.20852e-05 6.13116e-05 7.19343e-05
threshold=0.12730000000000002 0.092145000000000019 0.065880000000000008 0.079360000000000014 -0.100615 0.089910000000000004 0.10869000000000002
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=0.018415326662381236 0.011114252276968689 -0.016235285062346196 0.013097744041610815 -0.021047496776156156 -0.018002994096273851 0.023628830038605206 -0.009651750458232241
leaf_weight=0.0013735679922884251 0.0013110382807916326 0.0015177786940665993 0.0019826457397454098 0.0011603158606903041 0.001812962383042095 0.0012219130954662801 0.0013862987595042136
leaf_count=292 345 721 890 778 427 265 192
internal_value=0 -0.00142959 0.00108468 -0.00233983 0.00140612 -0.00387829 0.00593977
internal_weight=0 0.0104555 0.0089377 0.00695506 0.00579474 0.00442117 0.00260821
internal_count=3910 3565 2844 1954 1176 884 457
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=9
num_cat=0
split_feature=11 1375 1 15 3 47 43 16
split_gain=1.6205e-05 2.14972e-05 3.74498e-05 9.81856e-05 5.46953e-05 6.14803e-05 2.99242e-05 4.55786e-05
threshold=0.077330000000000024 -1.0000000180025095e-35 0.090355000000000005 -1.0000000180025095e-35 0.10666500000000002 0.09252500000000001 -0.083254999999999982 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5 -8
right_child=-2 2 4 6 -6 -7 7 -9
leaf_value=-0.01216985664114266 -0.011403084054379422 -0.028230935509236346 0.032531613219291114 0.017804970562465699 -0.0037869545236140696 0.0014101979593973985 0.012980760608010523 -0.012914363261776163
leaf_weight=0.0010822577124770189 0.0011317555658994826 0.0011933003517609732 0.0014437582153040049 0.0011845626870151862 0.0018226239963470394 0.0011328456229335779 0.0012401186477002328 0.0015041278382832287
leaf_count=176 279 994 698 254 300 186 300 723
internal_value=0 0.00118527 0.0027033 -0.00310889 0.00947055 0.0188486 0.00452145 -0.00121242
internal_weight=0 0.0106036 0.00952134 0.00512211 0.00439923 0.0025766 0.00392881 0.00274425
internal_count=3910 3631 3455 2271 1184 884 1277 1023
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=12
num_cat=0
split_feature=41 457 16 2 0 42 160 2 0 42 12
split_gain=6.50953e-05 5.4263e-05 9.41447e-05 7.36739e-05 0.000121322 8.34807e-05 0.000103064 0.000116546 0.000103119 6.65137e-05 7.39462e-05
threshold=1.0000000180025095e-35 -0.0034949999999999994 -0.49150499999999991 0.087005000000000013 -0.10575999999999998 0.091590000000000019 0.088785000000000017 0.11260500000000001 -0.076734999999999984 0.085195000000000007 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -5 10 -6
right_child=-2 2 3 5 9 -7 -8 -9 -10 -11 -12
leaf_value=-0.00040519802568766912 -0.00049183533962911924 0.00059056568126090482 0.00067170114533692156 -0.0011160923718434208 0.00014330233958224307 0.00037924368398852194 0.00030929051455831229 9.7396578526604376e-06 -0.00028396816969464744 0.00039670787694651968 -0.00057877204813514493
leaf_weight=0.0010300303427819161 0.0010048779455427365 0.0011756952479205661 0.0014094954119296126 0.0010687557698029209 0.0011092772141704371 0.0010034876185256308 0.0010398346265989974 0.0016731574672801093 0.0012332385501781121 0.0010112843662583733 0.001072426819675773
leaf_count=312 224 254 99 594 145 410 156 280 271 602 563
internal_value=0 2.63994e-05 6.40846e-05 5.80533e-06 0.000192552 -0.000137004 -0.000240304 -0.00038407 -0.000670302 -1.89616e-05 -0.000211637
internal_weight=0 0.0128267 0.0117967 0.010621 0.00460248 0.00601847 0.00501499 0.00397515 0.00230199 0.00319299 0.0021817
internal_count=3910 3686 3374 3120 1409 1711 1301 1145 865 1310 708
is_linear=0
shrinkage=0.00196078


Tree=4844
num_leaves=9
num_cat=0
split_feature=13 13 403 12 3 3 2 1
split_gain=1.72966e-05 4.0813e-05 2.93025e-05 4.12255e-05 5.90513e-05 4.46884e-05 3.80849e-05 5.21964e-05
threshold=0.17936000000000002 0.019675000000000002 0.03138500000000001 0.086935000000000012 -0.078669999999999976 -0.013944999999999997 0.085805000000000006 0.10561500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.021115999271341113 -0.011005974762960634 0.01909119470502401 0.014455603157756928 -0.029372696353245832 0.00019912948184436078 0.014280275482229158 -0.020451551078283989 0.0043489201059344592
leaf_weight=0.0010056198408718679 0.001280057568407285 0.0011489280497212111 0.0010981522400486188 0.0012171606517017944 0.0015167145153919535 0.0010659162766086089 0.0016100907834123643 0.0017944266391689274
leaf_count=800 221 405 355 852 544 186 262 285
internal_value=0 0.00130925 -0.00088564 -0.00293767 -0.0129667 0.00206923 -0.00221532 -0.00737991
internal_weight=0 0.010457 0.00930808 0.00820993 0.00273388 0.00547605 0.00447043 0.00340452
internal_count=3910 3689 3284 2929 1396 1533 733 547
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=9
num_cat=0
split_feature=50 4 12 3 2 13 0 4
split_gain=1.83164e-05 3.94114e-05 3.74687e-05 4.51767e-05 6.86705e-05 5.12516e-05 6.36072e-05 4.74006e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.094625000000000015 0.097575000000000009 -0.017604999999999999 -0.10209999999999998 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -5
right_child=-2 -3 3 7 -6 6 -8 -9
leaf_value=-0.018613460998847593 -0.012641611734296912 0.018300400064444087 -0.01220802250060824 -0.0019828922035032529 -0.023216737074594294 -0.0072001918862470374 0.021433121411726999 0.027085330081617176
leaf_weight=0.001066114171131372 0.0010486777059809426 0.0011976061004502154 0.0015987988623907081 0.0010596938682522622 0.0013351167754374364 0.001313838194705097 0.0018945703166323405 0.0011919991452326306
leaf_count=282 689 396 1113 122 526 109 593 80
internal_value=0 0.00120931 -0.000954342 0.00128852 -0.00315329 0.00241897 0.00970783 0.0134052
internal_weight=0 0.0106577 0.00946013 0.00839402 0.00614232 0.00480721 0.00320841 0.00225169
internal_count=3910 3221 2825 2543 2341 1815 702 202
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=9
num_cat=0
split_feature=42 49 2 151 42 4 4 4
split_gain=1.68541e-05 3.03961e-05 6.88772e-05 6.56324e-05 5.02271e-05 4.3857e-05 0.000100441 8.1004e-05
threshold=-1.0000000180025095e-35 -0.047894999999999993 0.092865000000000017 -0.03268999999999999 0.092395000000000019 0.15927500000000003 -1.0000000180025095e-35 -0.12499499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5
right_child=1 3 -4 4 -6 -7 -8 -9
leaf_value=-0.0085501173510164064 0.028065316458375612 -0.024266999447775741 -0.0074065638167353136 -0.0016018747317702129 -0.015018991252240496 0.023060068783717691 -0.022814546207448029 0.033895552574717755
leaf_weight=0.0019355893940126443 0.0012072685268854841 0.0010725535844426448 0.0010015101960160703 0.0016501284643280875 0.0013118686219689667 0.0012662210138054968 0.0011728718424370943 0.0010531312189161102
leaf_count=1060 242 343 208 293 713 213 233 605
internal_value=0 0.00166686 0.0119816 -0.00136006 0.00244659 0.00690224 0.00162395 0.0122272
internal_weight=0 0.00973555 0.00220878 0.00752677 0.00645422 0.00514235 0.00387613 0.00270326
internal_count=3910 2850 450 2400 2057 1344 1131 898
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=12
num_cat=0
split_feature=484 48 48 474 484 3 2 15 3 43 52
split_gain=0.000155997 6.37354e-05 7.87708e-05 0.000100249 5.39108e-05 6.56741e-05 0.000102944 7.72126e-05 0.00018821 9.28905e-05 8.70028e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.096390000000000017 0.084655000000000022 1.0000000180025095e-35 -0.10315499999999998 0.106035 0.088190000000000004 -0.077894999999999978 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 -12
leaf_value=-0.00074722118623599815 0.00037551710396214978 -0.00041808781415666096 0.00061320698880087141 0.00062848588008070994 -0.0004306666641819041 -0.000729372128529067 -0.00051957099163944202 0.00046621384736886978 0.00066391002887432359 -0.00046569893756234917 0.00028412904315515424
leaf_weight=0.0010183522170994922 0.0017373246338187138 0.0010368587234386535 0.0010084396696002406 0.0010178156156829899 0.001081727907796347 0.0011927670295642529 0.0014364225774276505 0.0014099047679357775 0.0010399401990497845 0.0010389417707549649 0.0013921029047275677
leaf_count=612 319 137 171 304 391 635 358 519 179 103 182
internal_value=0 4.88529e-05 8.80384e-05 4.13649e-05 -1.6489e-05 3.196e-05 -4.75159e-05 6.41254e-05 -5.74305e-05 0.000173475 -3.63207e-05
internal_weight=0 0.0133922 0.0123554 0.0113469 0.0103291 0.0092474 0.00751008 0.00607366 0.00466375 0.00347098 0.00243104
internal_count=3910 3298 3161 2990 2686 2295 1976 1618 1099 464 285
is_linear=0
shrinkage=0.00196078


Tree=4848
num_leaves=9
num_cat=0
split_feature=50 48 40 1 457 3 12 0
split_gain=1.73791e-05 3.99009e-05 6.27791e-05 7.12566e-05 3.95803e-05 7.71056e-05 9.35302e-05 2.55782e-05
threshold=0.088425000000000017 0.11379500000000002 -1.0000000180025095e-35 0.11198000000000001 0.082870000000000013 0.090325000000000003 0.078515000000000015 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.019170091882721934 -0.012297822581980781 -0.017496889533845605 0.023302332093331504 0.024723580468384351 0.01753149122704634 -0.026692165745850312 -0.01903232049434439 0.00024485098946554673
leaf_weight=0.001109898996515135 0.0010507563647455956 0.0010322858213649118 0.001571187833291232 0.0016568802915787554 0.0012699771703350076 0.0010326138542183505 0.00109381715640306 0.0018566466827141172
leaf_count=369 689 145 163 325 196 117 908 998
internal_value=0 0.00118384 0.00319446 0.00612124 0.00160471 -0.00203693 0.00359361 -0.00690172
internal_weight=0 0.0106233 0.00959102 0.00848112 0.00682424 0.00555427 0.00452165 0.00295046
internal_count=3910 3221 3076 2707 2382 2186 2069 1906
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 0 4 42
split_gain=1.60271e-05 5.22675e-05 7.58507e-05 4.95886e-05 6.28294e-05 8.74705e-05 6.12396e-05 3.25547e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0104177637005695 0.016954338245187672 0.01826034194865445 -0.029234527449054006 0.016942116903771318 -0.02610320518468941 -0.01021738885694728 -0.025073839587664383 0.014086748494008802
leaf_weight=0.0013045409850732997 0.0019944242880940207 0.0012015793104906492 0.0010482400049973912 0.0013380294208544634 0.001091009943281031 0.001153623793099711 0.001446772843063934 0.0010552707168236493
leaf_count=196 321 424 144 214 156 621 1401 433
internal_value=0 -0.00134545 -0.00392646 -0.000642829 -0.00413323 0.000109079 -0.0090812 0.0013936
internal_weight=0 0.010329 0.00912737 0.00807913 0.0067411 0.00565009 0.00365567 0.00220889
internal_count=3910 3714 3290 3146 2932 2776 2455 1054
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=9
num_cat=0
split_feature=2 160 15 4 52 3 1 52
split_gain=1.89369e-05 4.97402e-05 5.82014e-05 5.735e-05 5.15048e-05 3.51973e-05 6.76056e-05 2.28954e-05
threshold=0.10274500000000002 0.087260000000000018 -0.10312999999999999 0.05309500000000001 0.0033900000000000002 -0.080614999999999978 0.10561500000000001 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -2 -7 -4
right_child=5 -3 3 -5 -6 6 -8 -9
leaf_value=-0.021701316084548571 0.021139046327340243 -0.02287297960437211 -0.0027799637644473044 0.020178535163352714 0.011084783393544625 -0.019490804974122033 0.0116138350690074 -0.023286250407505274
leaf_weight=0.0010117408721013873 0.0010611421784215203 0.0010777544192642624 0.0011718415776554606 0.0016217217953591835 0.001651306891325071 0.0011191606678148621 0.0018602373556620864 0.0010169917802726565
leaf_count=329 302 316 380 206 945 329 380 723
internal_value=0 -0.00298209 0.000329436 0.00441035 -0.00224867 0.00549993 -7.00989e-05 -0.0123077
internal_weight=0 0.00755136 0.0064736 0.00546186 0.00384014 0.00404054 0.0029794 0.00218883
internal_count=3910 2899 2583 2254 2048 1011 709 1103
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=12
num_cat=0
split_feature=484 159 160 403 52 13 15 49 2 12 15
split_gain=6.66866e-05 9.19789e-05 6.74528e-05 8.96009e-05 6.90584e-05 6.92498e-05 0.000122009 0.000105446 8.61468e-05 0.000143997 6.08683e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.087440000000000004 0.10433000000000002 0.17936000000000002 -0.07142999999999998 -0.047894999999999993 0.10362500000000001 0.091405000000000014 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -8 -9
right_child=1 -3 3 -5 -6 -7 8 10 -10 -11 -12
leaf_value=-0.00047375725971280947 -0.00043965481872581581 0.00049955814446037865 0.00031653089695323649 -0.00050450741583581214 0.00050484561211877068 -0.00045541468328319192 0.00014918117600426034 -0.00010481134964837192 -0.00011270217639401743 0.0010914620320813552 -0.00075700454828293373
leaf_weight=0.00107694186431206 0.0013298735520306726 0.0014504138037108498 0.0010852615000663734 0.0010838880907570224 0.0013299713855422198 0.0010180677610518007 0.001530199816874194 0.0011023599450186747 0.0011465869007520669 0.0010523203218102341 0.0010983355679290143
leaf_count=627 529 400 138 267 172 120 659 274 253 291 180
internal_value=0 3.36422e-05 -2.37391e-05 2.92059e-05 9.09894e-05 2.2471e-05 9.18246e-05 -0.00018365 0.000334563 0.00053314 -0.000430312
internal_weight=0 0.0132273 0.0117769 0.010447 0.0093631 0.00803313 0.00701506 0.00328596 0.00372911 0.00258252 0.0022007
internal_count=3910 3283 2883 2354 2087 1915 1795 592 1203 950 454
is_linear=0
shrinkage=0.00196078


Tree=4852
num_leaves=11
num_cat=0
split_feature=484 133 40 42 484 16 151 16 4 0
split_gain=0.000100578 8.36917e-05 0.000121025 0.000100777 7.85529e-05 7.43646e-05 0.000129019 7.90424e-05 6.33522e-05 7.25292e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087270000000000014 -0.014099999999999998 -0.0088999999999999982 0.10994000000000002 0.15045000000000003 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 9 -8
right_child=1 -3 3 4 -6 7 8 -9 -10 -11
leaf_value=-0.0006008982161368082 0.00072829141424110729 -0.00049953130939765561 -0.00050549313344211931 -0.00052665776528933888 -0.00042200414558604059 0.00077585783798086224 -0.00038217243448068029 0.00014136056336816613 0.00048740139727098747 0.00024015995186483404
leaf_weight=0.0010139549149936053 0.0010278478129804496 0.0010231395626298561 0.0012251631510880852 0.0013025148685299297 0.001035699008878275 0.0012439650632506134 0.0011534767659429832 0.0019198001158787688 0.0016011681327148561 0.0019158569492710533
leaf_count=612 261 472 332 169 296 305 118 389 217 739
internal_value=0 3.95091e-05 8.38947e-05 2.57826e-05 8.97688e-05 0.000147781 1.90385e-05 0.000390839 0.000171223 6.28315e-06
internal_weight=0 0.0134486 0.0124255 0.0113976 0.0101725 0.00913678 0.00597302 0.00316377 0.0046705 0.00306933
internal_count=3910 3298 2826 2565 2233 1937 1243 694 1074 857
is_linear=0
shrinkage=0.00196078


Tree=4853
num_leaves=10
num_cat=0
split_feature=133 40 42 403 160 3 4 47 13
split_gain=9.30999e-05 8.43991e-05 8.72937e-05 6.491e-05 5.7666e-05 5.9054e-05 7.49899e-05 0.000129865 0.000113052
threshold=0.10681500000000001 -0.079289999999999985 -0.089744999999999978 0.084685000000000024 -0.079684999999999992 -0.11266 0.0057500000000000008 0.077735000000000012 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 -8 -7
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=0.00058043889269327419 -0.00057220259125446364 -0.00051775996294799371 -0.00033026791763225076 0.0004989763314695476 0.00038765927312602212 0.00018743483379843283 0.00050251950806914707 -0.00025818821820481914 -0.00058649669705982267
leaf_weight=0.0010050439883053852 0.0010505384650263709 0.0011791746529282261 0.0017406207766478042 0.001084798507868156 0.0017030317706942652 0.0012760516178483648 0.0019805336146355855 0.0015288549178655735 0.001682406962652417
leaf_count=259 545 366 634 260 264 582 336 144 520
internal_value=0 3.43253e-05 -1.07545e-05 4.36136e-05 -6.22512e-06 6.28049e-05 -2.27317e-05 0.000171119 -0.000252682
internal_weight=0 0.0131805 0.0121755 0.0109963 0.0099115 0.00817088 0.00646785 0.00350939 0.00295846
internal_count=3910 3365 3106 2740 2480 1846 1582 480 1102
is_linear=0
shrinkage=0.00196078


Tree=4854
num_leaves=12
num_cat=0
split_feature=484 133 42 484 16 52 151 2 15 51 16
split_gain=0.000119636 6.44641e-05 9.90059e-05 0.000107389 0.000183905 0.000136421 7.44117e-05 8.35886e-05 8.13024e-05 7.17733e-05 4.99055e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.087270000000000014 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.088485000000000022 -0.074174999999999977 -0.066709999999999978 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 9 -4 10 -9 -6 -8
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.00065118862481744824 -0.00042763368181022668 -0.00042041639254596942 -0.00038265211581789372 -0.00044563246332287264 0.00067103809650085786 0.0011411186196376905 -0.00038696561011857683 0.00075546425127663358 4.2165328018525774e-05 1.6031476165918178e-06 0.00017775697727316912
leaf_weight=0.0010303001021313733 0.0013084160451759868 0.0010657077144176014 0.0014552473401227457 0.0010754690706334122 0.0011377671056757694 0.0010896419950426213 0.0013506170844313655 0.0011568779515284669 0.0013100568066061712 0.0013420716632057666 0.0010849303856924769
leaf_count=612 351 481 213 323 343 82 320 241 242 361 341
internal_value=0 4.22221e-05 8.22703e-05 0.000142907 0.000206667 0.00056284 6.69689e-06 0.000122271 0.000376669 0.000308745 -0.000135406
internal_weight=0 0.0133768 0.0123111 0.0110027 0.00992721 0.00356948 0.00635773 0.00490248 0.00246693 0.00247984 0.00243555
internal_count=3910 3298 2817 2466 2143 786 1357 1144 483 704 661
is_linear=0
shrinkage=0.00196078


Tree=4855
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 15 42 52 0 12
split_gain=5.16573e-05 4.60456e-05 6.69319e-05 0.000166151 0.000112525 6.71991e-05 0.000133654 5.74709e-05 4.99707e-05 4.77227e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.072409999999999988 -0.021529999999999997 0.08401500000000002 -0.096614999999999993 -0.19631499999999999 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -7 -6 -2 -10
right_child=1 -3 3 -5 7 6 -8 -9 9 -11
leaf_value=-0.0004285914670999313 -0.00016128572388450873 -0.00036380929051302069 0.00058594763047323402 0.00087842378477869085 8.0538348693482028e-05 -0.00070087318935996333 0.00020032379512107938 -0.00051077782163668416 0.00050590475555409113 -5.0262560769627119e-05
leaf_weight=0.0010342202070048609 0.00174969193262145 0.001059610811666895 0.0010043910908324087 0.0011834850857569885 0.0013863288401323765 0.0014621157016648221 0.0011153575489421352 0.001161268493068494 0.0014166685072594045 0.0010204128494593324
leaf_count=627 129 480 312 117 415 538 350 253 376 313
internal_value=0 2.73115e-05 6.33502e-05 0.000242135 3.01305e-05 -6.18124e-05 -0.000310896 -0.000189001 9.15288e-05 0.000273036
internal_weight=0 0.0125593 0.0114997 0.00473547 0.00355199 0.00676425 0.00257747 0.0025476 0.00418677 0.00243708
internal_count=3910 3283 2803 1097 980 1706 888 668 818 689
is_linear=0
shrinkage=0.00196078


Tree=4856
num_leaves=9
num_cat=0
split_feature=13 2 2 13 0 42 43 52
split_gain=1.99375e-05 4.22141e-05 5.89823e-05 4.53002e-05 4.18075e-05 4.05844e-05 5.6196e-05 4.54673e-05
threshold=0.17936000000000002 0.099015000000000006 0.10796500000000002 -0.084184999999999996 -0.13506999999999997 -1.0000000180025095e-35 -0.074254999999999988 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -5 -7 -8
right_child=-2 2 4 5 -6 6 7 -9
leaf_value=-0.019481220125664819 -0.011774765552538962 0.02903933836720814 -0.0081587542462870158 -0.017041766616677126 0.015469957357970144 0.023046834321343315 -0.015950039196386684 0.010209973449500842
leaf_weight=0.0014198374805593156 0.0012917603191219965 0.0011032360110921173 0.0017316831027633203 0.0010118397516340472 0.0013193091586421834 0.0012367204723653805 0.0013173923064787258 0.0013403668741993448
leaf_count=837 221 309 209 695 540 464 215 420
internal_value=0 0.00139212 0.00922398 -0.00375086 0.00205877 0.000801335 0.00543722 -0.00275696
internal_weight=0 0.0104804 0.00415423 0.00632616 0.00305099 0.00490632 0.00389448 0.00265776
internal_count=3910 3689 1058 2631 749 1794 1099 635
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 15 15 52 0 12
split_gain=6.61379e-05 4.2022e-05 7.00694e-05 0.000133487 8.52822e-05 7.89858e-05 0.000141458 6.92433e-05 4.56848e-05 5.29722e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.021529999999999997 0.085120000000000015 -0.096614999999999993 -0.19631499999999999 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -7 -6 -2 -10
right_child=1 -3 3 -5 7 6 -8 -9 9 -11
leaf_value=-0.00048528489321589854 -0.00014285207991918036 -0.00035040313133337028 0.00052298430675888738 0.00082583146354909555 0.00015462372606904129 -0.00087140538961388619 6.0516266043281922e-05 -0.00050384695875179515 0.00051367294651011211 -7.2077640247141065e-05
leaf_weight=0.0010373192113901824 0.0017201560139011862 0.0010247088195221654 0.0010658744457610943 0.0011575772152740112 0.0013718816614040623 0.0010881463647585991 0.0014751717289554012 0.0011114169554498495 0.0014498970075072161 0.0010050483255952523
leaf_count=627 129 480 341 117 401 301 587 238 376 313
internal_value=0 3.00034e-05 6.40619e-05 0.000247632 5.90495e-05 -6.41606e-05 -0.000335091 -0.000140079 0.000102178 0.000273868
internal_weight=0 0.0124699 0.0114452 0.00470675 0.00354917 0.00673842 0.00256332 0.0024833 0.0041751 0.00245495
internal_count=3910 3283 2803 1097 980 1706 888 639 818 689
is_linear=0
shrinkage=0.00196078


Tree=4858
num_leaves=9
num_cat=0
split_feature=13 2 2 13 43 4 2 0
split_gain=1.62343e-05 3.45058e-05 4.86248e-05 4.43727e-05 8.33484e-05 3.47402e-05 5.28618e-05 3.39705e-05
threshold=0.17936000000000002 0.099015000000000006 0.10796500000000002 -0.014114999999999997 -0.074254999999999988 0.0057500000000000008 0.086915000000000006 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 -4
right_child=-2 2 7 5 -6 -7 -8 -9
leaf_value=0.0045480274615691549 -0.010625985357212755 0.026393824860163798 -0.0073476843424780339 0.0090296300963273214 -0.031231192215682976 0.017729302677302834 -0.020343233760312874 0.013939252862024602
leaf_weight=0.0012971803683500453 0.0012929726076060044 0.0010969297358384925 0.0017351908072705531 0.0014954678543122905 0.0013071835607426977 0.0011866123199933947 0.0010379622303068109 0.0013199597355392635
leaf_count=773 221 309 209 457 943 164 294 540
internal_value=0 0.00125064 0.0083336 -0.00339944 -0.0134103 0.00360905 -0.00300462 0.00184921
internal_weight=0 0.0104765 0.00415208 0.00632441 0.00260436 0.00372004 0.00253343 0.00305515
internal_count=3910 3689 1058 2631 1716 915 751 749
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=12
num_cat=0
split_feature=484 133 16 52 15 15 4 0 15 0 16
split_gain=9.9616e-05 8.26088e-05 8.28154e-05 0.000102495 7.97868e-05 0.000147164 7.75867e-05 6.93222e-05 6.54692e-05 7.58438e-05 3.1978e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.014099999999999998 -0.27466499999999994 -0.021529999999999997 0.085120000000000015 0.00046500000000000008 -0.06402999999999999 -0.14487999999999998 -0.14293499999999998 0.22945500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 -5 -8 -10 -9
right_child=1 -3 3 7 5 -7 8 10 9 -11 -12
leaf_value=-0.00060582323676287007 0.00056346340105562973 -0.00049449277410648391 -0.00028445311387928317 0.00014224290397665265 -0.00084420016396183828 7.1612653959636597e-05 0.0003773552241802596 0.00042202314843824693 -0.00056165813499851739 0.00014114721738880894 0.00090550896534054087
leaf_weight=0.0010017002670596577 0.0010901792239762357 0.0010420827539921679 0.0010046548698162917 0.0018744794810452879 0.0011677196228962446 0.0015974758074079008 0.0010189921008912973 0.001065182403040924 0.0012047113424206723 0.0011576267597009854 0.0010389388370672069
leaf_count=612 222 472 346 525 301 588 277 153 105 223 86
internal_value=0 3.5441e-05 8.06322e-05 0.000275152 -5.33159e-05 -0.000315128 0.000108589 0.000416461 -3.80673e-05 -0.000217259 0.000660751
internal_weight=0 0.013262 0.01222 0.00498326 0.0072367 0.0027652 0.00447151 0.0039786 0.00338133 0.00236234 0.00210412
internal_count=3910 3298 2826 1110 1716 889 827 764 605 328 239
is_linear=0
shrinkage=0.00196078


Tree=4860
num_leaves=10
num_cat=0
split_feature=133 42 160 1 4 2 48 16 2
split_gain=1.65955e-05 3.41294e-05 3.84276e-05 4.40651e-05 3.41009e-05 6.03005e-05 5.07699e-05 5.37533e-05 5.07116e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091035000000000019 0.074650000000000008 0.106285 0.081315000000000012 -0.004514999999999999 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -6
right_child=1 2 4 -5 8 -7 -8 -9 -10
leaf_value=0.010280378322542161 -0.015651748902561165 -0.026061359021664843 -0.0003508321953410976 0.0027700711708717692 0.031275582775887531 0.018144273013981565 0.0081249341526999676 -0.032235471167610642 -0.00025221775242271723
leaf_weight=0.0013720454493806834 0.0014502465315219338 0.0010049801583468855 0.0010334348954106432 0.001121863933859647 0.0010108540598027496 0.0013171582380292735 0.0013554011256695876 0.0010826716716215922 0.0010300290272347373
leaf_count=604 752 661 405 291 160 280 227 321 209
internal_value=0 -0.00142012 0.000884305 -0.0108534 0.00453964 -7.34171e-05 -0.00698557 -0.0166641 0.0153636
internal_weight=0 0.0104066 0.00895639 0.00212684 0.00682955 0.00478867 0.00347151 0.00211611 0.00204088
internal_count=3910 3306 2554 952 1602 1233 953 726 369
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 15 157 52 2 49
split_gain=6.3097e-05 6.37567e-05 8.54495e-05 0.000141107 8.44728e-05 0.000128579 7.31904e-05 6.557e-05 4.55035e-05 7.15512e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.085120000000000015 -0.062539999999999984 -0.096614999999999993 0.086545000000000025 0.0021350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 8 -6 -4 -8 -2 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00047875638863092567 -0.00016419125893633207 -0.0004436324484923553 0.00051667691709908546 0.00086754644576304493 -0.00085819967592595781 2.5734895567900412e-05 0.0001824459899681241 -0.0004598566690517686 0.00055222391266639202 -9.7252962870322574e-05
leaf_weight=0.0010240162201508194 0.0015627061463864837 0.0010141007652306163 0.0010303502244722244 0.0011568261865404195 0.0010994113426402471 0.0014903573145532826 0.0013634837296280617 0.0011073210057193775 0.0014405636135184693 0.0011915960671910184
leaf_count=627 267 480 341 117 301 587 401 238 289 262
internal_value=0 2.75761e-05 6.9337e-05 0.000273834 -7.10599e-05 -0.000349514 7.76633e-05 -0.00010541 0.000100848 0.000258201
internal_weight=0 0.0124567 0.0114426 0.00465798 0.00678463 0.00258977 0.00350115 0.0024708 0.00419487 0.00263216
internal_count=3910 3283 2803 1097 1706 888 980 639 818 551
is_linear=0
shrinkage=0.00196078


Tree=4862
num_leaves=11
num_cat=0
split_feature=484 159 47 47 52 2 3 48 1 0
split_gain=9.13398e-05 6.57978e-05 5.85217e-05 6.26863e-05 5.91027e-05 8.30524e-05 8.79676e-05 7.44467e-05 9.10634e-05 0.000101326
threshold=-1.0000000180025095e-35 0.08764000000000001 0.09550500000000002 0.11939500000000002 0.11401500000000002 0.086650000000000019 -0.016619999999999996 0.091690000000000008 0.078340000000000007 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 -7
right_child=1 -3 3 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00055457742395685053 -4.0573027678336436e-06 0.00043928715047370902 0.00056726106066233063 -8.7857952224650227e-05 -0.00049710875501476003 -0.00037902501828753979 -0.00070865070104514729 -0.00031176978770554466 0.00067425958114159597 0.0003808745856185078
leaf_weight=0.0010814892706221156 0.0016675837323027781 0.0014045043587280542 0.0012446480036596543 0.0010231951389825106 0.0011436447607360732 0.0012027645791024329 0.0011517760213940217 0.0011624241628311162 0.0013192685783215731 0.0015364185693410642
leaf_count=627 826 400 158 114 410 609 163 140 353 110
internal_value=0 3.87409e-05 -1.03843e-05 0.000271687 -8.00384e-05 -2.07142e-05 -0.000291901 0.000125731 0.00025104 4.72056e-05
internal_weight=0 0.0128562 0.0114517 0.00226784 0.00918388 0.00804024 0.00281936 0.00522088 0.00405845 0.00273918
internal_count=3910 3283 2883 272 2611 2201 989 1212 1072 719
is_linear=0
shrinkage=0.00196078


Tree=4863
num_leaves=9
num_cat=0
split_feature=157 2 1 3 150 0 16 4
split_gain=1.73498e-05 3.97139e-05 4.98029e-05 5.06995e-05 4.65217e-05 3.33912e-05 3.95928e-05 4.35389e-05
threshold=-0.07453499999999999 0.086545000000000025 0.08844500000000001 -0.074234999999999982 0.085075000000000026 -0.11756999999999999 -0.090809999999999988 -0.39075499999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 -8
right_child=1 4 3 -5 -6 6 7 -9
leaf_value=0.011511086666624379 -0.02849252772054868 -0.01328180963850091 0.011910315217711602 -0.015478338643949803 0.018784731437524779 0.019958122812336124 0.0099186677938143796 -0.015383028997530249
leaf_weight=0.0011665286271284178 0.0010193919263811347 0.0015997148947167238 0.0012786954182260253 0.0014336287544497862 0.0014927234777221019 0.0010978206403722125 0.0013812254143148448 0.0013398360260404724
leaf_count=502 727 300 394 346 238 327 163 913
internal_value=0 -0.0013354 -0.00964853 -0.00256626 0.00315322 -0.00115297 0.00392775 -0.00253975
internal_weight=0 0.010643 0.00373172 0.00271232 0.00691132 0.0054186 0.00381888 0.00272106
internal_count=3910 3408 1467 740 1941 1703 1403 1076
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=11
num_cat=0
split_feature=123 50 160 2 4 0 49 3 0 15
split_gain=7.40408e-05 7.26752e-05 8.68451e-05 7.61461e-05 8.19963e-05 0.000122811 8.4542e-05 0.000103354 9.19052e-05 6.29143e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085744999999999988 0.11934000000000002 0.0057500000000000008 -0.17106499999999999 -0.0019649999999999997 0.084925000000000014 -0.077944999999999987 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 -8 -7
right_child=-2 -3 3 -5 5 9 7 -9 -10 -11
leaf_value=0.00050886081041943195 0.0004967043544796977 -0.00055426574289988264 -0.00059364578597009734 -0.00056323742620010729 0.00076510628968715956 -0.00026674107958594485 -0.00067305804231758523 0.00046274330336896845 5.7025801502725406e-05 0.00028137437344770248
leaf_weight=0.0011132058713364318 0.0010047400015900524 0.0010347566609005274 0.0013718134828587039 0.0010683673473582496 0.001071298187127645 0.0016618533853744631 0.0011033123886192043 0.0011610515189998116 0.0016607439939576704 0.0015617683960887768
leaf_count=455 334 654 250 263 79 332 913 79 429 122
internal_value=0 -5.60567e-05 -1.22695e-05 -6.66892e-05 -1.13822e-05 0.000189949 -0.000174628 -2.81825e-05 -0.000234398 -1.19213e-06
internal_weight=0 0.0128082 0.0117734 0.0106602 0.00959184 0.00429492 0.00529692 0.00392511 0.00276406 0.00322362
internal_count=3910 3576 2922 2467 2204 533 1671 1421 1342 454
is_linear=0
shrinkage=0.00196078


Tree=4865
num_leaves=9
num_cat=0
split_feature=51 15 47 3 2 2 2 12
split_gain=1.63592e-05 5.54347e-05 4.94448e-05 7.63317e-05 5.32897e-05 4.76418e-05 3.67319e-05 3.50168e-05
threshold=0.10876000000000001 -0.15202999999999997 0.096175000000000024 0.10420500000000001 0.097575000000000009 0.089710000000000012 0.085355000000000014 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0220210157575822 -0.011943125094911189 0.015576226566790641 -0.018821309832193201 0.023226936567645733 -0.018528541269488826 0.017694864295390515 -0.017194140773037079 -0.0081136168592782897
leaf_weight=0.0011323894670712013 0.0010573495913587675 0.0012200011494818686 0.0013891891724549686 0.0013593226461141592 0.001625519839572028 0.0014389466887469592 0.0013141457286406102 0.0012771165494138731
leaf_count=428 300 164 245 159 646 465 624 879
internal_value=0 0.00109251 -0.00136994 0.00157397 -0.00270679 0.00219179 -0.00366142 0.00346038
internal_weight=0 0.0107566 0.00962424 0.00823505 0.00687573 0.00525021 0.00381126 0.00249712
internal_count=3910 3610 3182 2937 2778 2132 1667 1043
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 2 157 52 15 15
split_gain=6.54754e-05 5.63133e-05 7.77304e-05 0.000125992 8.43885e-05 0.000122764 8.37096e-05 5.28094e-05 4.02026e-05 5.35733e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.093070000000000014 -0.062539999999999984 -0.096614999999999993 -0.095799999999999982 -0.106555
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 8 -6 -4 -8 9 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00047634988257705949 0.00018214475530242547 -0.00040694158666223812 0.00054071512944314185 0.00082761281028219413 -5.711927973926119e-07 -0.00087216075196534619 0.00014413849202134094 -0.00042827362904894933 0.00040381981839030336 -0.00035831748173063187
leaf_weight=0.0010554926293117354 0.0019429483215570413 0.001032481485645372 0.0010736103134723471 0.0011547483139778291 0.0015979226734553374 0.001016572632202558 0.0013753238799541954 0.0011277936892119082 0.0012475627507261304 0.0011068430622791598
leaf_count=627 406 480 341 117 728 160 401 238 321 91
internal_value=0 3.19376e-05 7.08556e-05 0.000264491 -6.1697e-05 -0.000339464 8.26874e-05 -0.000113765 0.000107296 -1.40021e-05
internal_weight=0 0.0126758 0.0116433 0.00473148 0.00691185 0.0026145 0.00357673 0.00250312 0.00429735 0.00304979
internal_count=3910 3283 2803 1097 1706 888 980 639 818 497
is_linear=0
shrinkage=0.00196078


Tree=4867
num_leaves=10
num_cat=0
split_feature=12 12 12 49 160 16 3 12 15
split_gain=1.67871e-05 3.10959e-05 4.90784e-05 4.06568e-05 5.31429e-05 4.9562e-05 5.06296e-05 5.00137e-05 5.60179e-05
threshold=0.10852500000000001 0.097345000000000015 0.091555000000000011 0.093425000000000022 0.087825000000000014 -0.083144999999999983 -0.077689999999999995 -1.0000000180025095e-35 -0.0071449999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9
right_child=-2 -3 -4 -5 -6 7 -8 8 -10
leaf_value=0.028688178206656496 -0.012161651280577241 0.015912479351358071 -0.021321071768204258 0.019855352620488379 -0.01968987160032544 0.014131005045996892 0.0003933127971064332 -0.027568201185323035 0.0019277225021412275
leaf_weight=0.0011827373714134372 0.001046715157638837 0.0012529503241327745 0.001042462531635392 0.001073896630226937 0.0012581035470573491 0.0010143879771047164 0.0013590805493870924 0.0012257841692132083 0.0013563228448437606
leaf_count=525 319 366 589 311 275 220 324 383 598
internal_value=0 0.0011038 -0.000846685 0.00167315 -0.000966752 0.00287072 0.0135592 -0.00468337 -0.0120747
internal_weight=0 0.0107657 0.00951278 0.00847031 0.00739642 0.00613831 0.00254182 0.00359649 0.00258211
internal_count=3910 3591 3225 2636 2325 2050 849 1201 981
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 15 157 52 48 2
split_gain=6.62982e-05 6.69435e-05 7.1907e-05 0.000126471 8.10237e-05 0.00011289 6.77874e-05 7.10877e-05 4.14526e-05 7.94951e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.085120000000000015 -0.062539999999999984 -0.096614999999999993 0.084500000000000006 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 8 -6 -4 -8 -2 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00048638494289468455 0.00033532541493510741 -0.00044668065962033993 0.00050437081341734224 0.00083810156155675222 -0.00081702511880779637 2.2685381057353193e-05 0.00020393452670920418 -0.00046913294635381766 -0.00043742437805352794 0.00029611138861474233
leaf_weight=0.0010179693484378633 0.0018483421545236159 0.001019750898883078 0.0010257863335855597 0.0011245958481052427 0.0010580928364228848 0.0014716944356415968 0.0013524753396425811 0.001089143741513073 0.0011040514351865335 0.0011699041199401956
leaf_count=627 498 480 341 117 301 587 401 238 177 143
internal_value=0 3.43644e-05 7.79914e-05 0.000266717 -5.22879e-05 -0.000328527 8.1398e-05 -9.63036e-05 0.000117235 -6.00351e-05
internal_weight=0 0.0122638 0.0112441 0.004592 0.00665208 0.00252979 0.00346741 0.00244162 0.0041223 0.00227396
internal_count=3910 3283 2803 1097 1706 888 980 639 818 320
is_linear=0
shrinkage=0.00196078


Tree=4869
num_leaves=9
num_cat=0
split_feature=11 16 2 47 1 4 0 4
split_gain=1.56395e-05 2.93151e-05 3.64091e-05 3.88725e-05 3.53281e-05 4.53846e-05 3.99887e-05 2.26289e-05
threshold=0.077330000000000024 -0.41862999999999995 0.114165 0.09550500000000002 0.09112000000000002 -0.0031049999999999997 -0.083564999999999987 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.012281500698413772 -0.011236734605995209 -0.020267123932782058 0.01929657600126064 0.017184184994390086 -0.013655262229603535 0.018026922555835004 -0.0066764341753747947 0.012270972985325396
leaf_weight=0.0014159983584127881 0.0011334760797627906 0.0010238559686172755 0.0012158368072326094 0.0012179655907698199 0.0019327402819141609 0.0013359648784722635 0.0012138803580314941 0.0013111681585643942
leaf_count=394 279 757 418 261 537 412 89 763
internal_value=0 0.001118 0.0031689 0.000728673 -0.0022111 0.00231688 -0.00359708 0.00316228
internal_weight=0 0.0106674 0.00925141 0.00803558 0.00681761 0.00488487 0.0035489 0.00252505
internal_count=3910 3631 3237 2819 2558 2021 1609 852
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=12
num_cat=0
split_feature=123 50 12 48 1 457 0 3 0 4 0
split_gain=7.41906e-05 7.33808e-05 7.65264e-05 9.5238e-05 0.000135256 5.69441e-05 7.96715e-05 7.51649e-05 9.03902e-05 6.322e-05 4.58323e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.0089849999999999982 0.11379500000000002 0.11198000000000001 0.082870000000000013 -0.10209999999999998 -0.076734999999999984 -0.060094999999999989 -0.083329999999999987 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 10 9 -9 -8 -4
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00051619230245220137 0.0005084984887115772 -0.00053591054071777319 -9.7681849845898409e-05 -0.00049279959268814296 0.00062696200511731771 0.0003514287536084675 8.9821419249162452e-05 0.00077329147667062534 -5.523837441995892e-05 -0.00051413762658053161 -0.00068465795140427142
leaf_weight=0.001008554997273421 0.0010133435524411942 0.0010635304342287337 0.0010209595019642333 0.0011270140363112266 0.0016214120432198982 0.001526442283329466 0.0017815660685969595 0.0010103387832899676 0.0010146689029787268 0.001064486305026329 0.0010247857147038198
leaf_count=214 334 654 103 112 259 190 509 278 133 934 190
internal_value=0 -4.19449e-05 1.11557e-06 4.77336e-05 0.000108261 8.65151e-06 -6.69946e-05 6.93829e-05 0.000358141 -0.000136073 -0.000391719
internal_weight=0 0.0132638 0.0122002 0.0111917 0.0100647 0.00844325 0.00691681 0.00487106 0.00202501 0.00284605 0.00204575
internal_count=3910 3576 2922 2708 2596 2337 2147 1854 411 1443 293
is_linear=0
shrinkage=0.00196078


Tree=4871
num_leaves=12
num_cat=0
split_feature=484 133 16 52 157 15 2 12 48 47 2
split_gain=0.00015669 0.000103637 0.000110702 0.000139463 0.000103586 9.38266e-05 0.00011564 6.82898e-05 6.15406e-05 0.000145821 8.95148e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.014099999999999998 0.096170000000000019 -0.072409999999999988 -0.021529999999999997 0.094010000000000024 0.091475000000000015 0.086215000000000014 0.08801500000000001 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -7 -6 9 -2 -10
right_child=1 -3 3 -5 7 6 -8 -9 10 -11 -12
leaf_value=-0.00074712689974924427 0.00080390579497036259 -0.0005583762168161196 0.00065210504190068414 0.00088469015575806057 -0.00029371217306463062 -4.5721112515285932e-05 -0.00087163081275759514 0.00033856921362876018 -0.00055130583056652417 -0.00019062121467248126 0.00023670497232824325
leaf_weight=0.0010370243303170724 0.0012169119106249554 0.0010164693493609758 0.0010664865298783991 0.0012445360957202608 0.0018118259035083432 0.0018214638526199874 0.0010149762251616748 0.0010301429799356703 0.001005645281930231 0.001061036123473167 0.0012346933384393851
leaf_count=612 459 472 314 117 441 740 149 238 149 77 142
internal_value=0 4.3732e-05 9.26637e-05 0.000313043 0.000131019 -6.17423e-05 -0.00034126 -6.45259e-05 0.00011373 0.000340669 -0.000117018
internal_weight=0 0.0135242 0.0125077 0.00515299 0.00390846 0.00735473 0.00283644 0.00284197 0.00451829 0.00227795 0.00224034
internal_count=3910 3298 2826 1110 993 1716 889 679 827 536 291
is_linear=0
shrinkage=0.00196078


Tree=4872
num_leaves=9
num_cat=0
split_feature=4 16 0 48 0 133 1 2
split_gain=1.67828e-05 3.15941e-05 2.80777e-05 8.03039e-05 5.44617e-05 3.41503e-05 4.13909e-05 5.1374e-05
threshold=0.27608500000000008 -0.38486499999999996 -0.10575999999999998 0.084905000000000022 -0.084304999999999977 -0.0043399999999999992 0.081005000000000008 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=-0.017727603302202161 0.0098443997447231479 0.024039601348989716 -0.022906559527944594 -0.0084752036596754468 0.017520223280954962 0.019031703442157388 -0.014687767988952247 -0.010813043947952058
leaf_weight=0.0010754192213189096 0.0014915042932915389 0.0015650729813714466 0.0011701401285822482 0.0014758709319866396 0.001006248867695232 0.0012881221589718468 0.0017470437214326057 0.0010444427154310033
leaf_count=182 441 221 1006 177 444 484 724 231
internal_value=0 -0.00150033 0.00037675 0.00825909 -0.00345473 0.00102069 -0.00304897 0.00566825
internal_weight=0 0.0103724 0.00929694 0.00304094 0.006256 0.00508586 0.00407961 0.00233256
internal_count=3910 3469 3287 398 2889 1883 1439 715
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=11
num_cat=0
split_feature=484 159 12 160 133 151 47 1 133 52
split_gain=7.93454e-05 6.49282e-05 5.97912e-05 7.28572e-05 8.31773e-05 8.10958e-05 7.27729e-05 9.34556e-05 4.47362e-05 7.07585e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10673000000000001 -0.080184999999999992 -0.090054999999999982 -0.0088999999999999982 0.09550500000000002 0.090820000000000012 0.090085000000000012 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 -7
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00053296734319898645 -0.00040785588972226184 0.00043395449264563854 -0.00045077076742336967 -0.00043751880251138007 -0.00023873231562990735 0.00016266888404707506 0.00065232819553339913 -0.00024310271561170618 1.075403721116147e-05 0.00085315314305342256
leaf_weight=0.00104573095003544 0.0012950066560193296 0.0013590993041690909 0.001114759899367654 0.0010219477130985295 0.0015995080247076009 0.0012170651931346966 0.0013873870436772098 0.0016182954081326926 0.0011378099553665073 0.0010742324859928456
leaf_count=627 491 400 274 353 296 300 125 439 313 292
internal_value=0 2.87291e-05 -1.93035e-05 2.71627e-05 8.93686e-05 0.000156388 0.000254603 0.00014528 0.000328569 0.00048639
internal_weight=0 0.0128251 0.011466 0.0103513 0.00905625 0.0080343 0.00643479 0.0050474 0.00342911 0.0022913
internal_count=3910 3283 2883 2609 2118 1765 1469 1344 905 592
is_linear=0
shrinkage=0.00196078


Tree=4874
num_leaves=9
num_cat=0
split_feature=1 4 3 150 16 15 16 12
split_gain=1.94317e-05 4.72879e-05 4.10383e-05 3.34412e-05 4.00396e-05 3.83294e-05 7.39517e-05 1.00886e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.084129999999999996 0.077110000000000012 -0.27337499999999998 -0.10981499999999998 -0.055679999999999993 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -4
right_child=3 2 7 -5 5 6 -8 -9
leaf_value=0.0080323387956863258 -0.017078554753532548 -0.027669374780487671 -0.010712293424823417 0.015935761351631283 -0.012642000103642571 0.027077186857348973 -0.0039969375934456805 0.0033546255410541823
leaf_weight=0.0018107602131725263 0.001141635713517406 0.0011148963283787866 0.0010391102565190178 0.001617463860417047 0.0010305632804806829 0.0013624003828970682 0.0017491072522732522 0.0010009588409623865
leaf_count=146 256 896 470 349 206 355 544 688
internal_value=0 -0.00484869 -0.0122416 0.00335429 -0.000497184 0.00407297 0.00960914 -0.00381037
internal_weight=0 0.00496573 0.00315497 0.00690117 0.00528371 0.00414207 0.00311151 0.00204007
internal_count=3910 2200 2054 1710 1361 1105 899 1158
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=12
num_cat=0
split_feature=484 133 484 16 52 51 2 1 151 1 13
split_gain=8.00886e-05 7.00547e-05 7.30298e-05 0.000118847 0.000152499 7.78441e-05 6.3557e-05 9.97619e-05 9.26236e-05 0.000195983 2.79853e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 0.085255000000000011 0.092550000000000007 -0.0088999999999999982 0.10134000000000001 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2 -8 10 -10
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00054888595097427582 0.00061401877962904017 -0.00045369092727303519 -0.00041081653854678469 0.00046860539470325411 0.00099363921490368463 -0.00016030504855374898 -0.00064022147570721045 -0.0001792449424582042 -0.00012273103751906961 0.00069932750736553611 -0.0005753448504734062
leaf_weight=0.0010020683180530223 0.0011999721821742762 0.0010738446992297522 0.0011077285896567294 0.0014902406185415299 0.0011290730677337786 0.0015371774912155251 0.0012293714722940788 0.0012387297855811358 0.001057761799083018 0.0010221882111923438 0.0010431852718878025
leaf_count=612 426 481 341 401 91 409 172 226 339 155 257
internal_value=0 2.62066e-05 6.89538e-05 0.000117499 0.000378639 0.000149275 -4.23294e-05 0.000211083 -0.000184316 -4.85638e-06 -0.000347468
internal_weight=0 0.0131293 0.0120554 0.0109477 0.00415649 0.00302742 0.00679121 0.0024387 0.00435251 0.00312314 0.00210095
internal_count=3910 3298 2817 2476 901 810 1575 652 923 751 596
is_linear=0
shrinkage=0.00196078


Tree=4876
num_leaves=9
num_cat=0
split_feature=4 151 52 15 15 3 42 15
split_gain=1.69229e-05 3.08818e-05 4.81546e-05 3.96634e-05 6.45762e-05 0.000100213 7.00623e-05 2.98467e-05
threshold=0.27608500000000008 -0.024429999999999997 0.11401500000000002 -0.017214999999999998 1.0000000180025095e-35 -0.025254999999999996 0.060615000000000009 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -6 -3
right_child=-2 2 -4 4 6 -7 -8 -9
leaf_value=0.010118277241080907 0.0098552106474744851 -0.00033734254345962634 -0.024100141395670179 -0.0067648820430183639 -0.020290278277320464 0.035875949903539671 0.013243524421939781 -0.021556923642335388
leaf_weight=0.0018702266257725917 0.0014974236111873233 0.0013111089160554724 0.0010522265155618431 0.0010037957956463125 0.0015261519815617925 0.0012222684992179861 0.0010528747882749105 0.0013406682365841144
leaf_count=556 441 277 511 211 635 125 570 584
internal_value=0 -0.00151658 -0.00407383 -0.00124795 0.00417 0.016648 -0.00660027 -0.0110654
internal_weight=0 0.0103793 0.00850909 0.00745687 0.00480509 0.00222606 0.00257903 0.00265178
internal_count=3910 3469 2913 2402 1541 336 1205 861
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=10
num_cat=0
split_feature=12 12 12 49 16 0 43 3 1
split_gain=1.83721e-05 2.62463e-05 4.50134e-05 3.49635e-05 4.2465e-05 4.6012e-05 4.96869e-05 5.90785e-05 3.19217e-05
threshold=0.10852500000000001 0.097345000000000015 0.091555000000000011 0.093425000000000022 0.16388500000000003 -0.077944999999999987 -0.0037249999999999996 -0.016619999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.019126179507090113 -0.012677577022111247 0.014737683384590123 -0.020229846579101259 0.018635349677667248 -0.019177263380883273 0.021716371635541933 0.024127297885922383 0.0069718417959972875 -0.013552069084804287
leaf_weight=0.0012111754554926628 0.0010536219020861751 0.0012572413930001499 0.0010438703005014168 0.0010743585140081651 0.0010618905704398544 0.0010350996077617266 0.0010699641543688958 0.0015283626946934843 0.0015031245332706947
leaf_count=1138 319 366 589 311 210 331 330 124 192
internal_value=0 0.00115736 -0.000634624 0.00177638 -0.000668092 0.00242825 -0.00132981 0.00392554 -0.00320468
internal_weight=0 0.0107851 0.00952785 0.00848398 0.00740962 0.00634773 0.00531263 0.00410145 0.00303149
internal_count=3910 3591 3225 2636 2325 2115 1784 646 316
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=11
num_cat=0
split_feature=484 4 124 3 4 150 0 3 43 4
split_gain=5.25428e-05 6.34607e-05 5.04861e-05 9.10425e-05 7.50086e-05 7.02786e-05 5.87521e-05 0.000106281 6.75787e-05 6.78478e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.018779999999999995 0.13772500000000001 -0.23071499999999998 0.086765000000000023 -0.060094999999999989 -0.089974999999999986 -0.07526999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9 -10
right_child=1 -3 3 -5 5 -7 -8 8 9 -11
leaf_value=-0.00042294377384490342 -0.00042277643172930533 0.00040887812709552594 -0.0004779427589392852 0.00054069890428861029 -0.00049054839717030212 -0.00036459582994132687 0.00051418771187264009 0.00055918026251890727 0.00033081135577852451 -0.0002927944373204286
leaf_weight=0.00104640872496804 0.0010665532378395315 0.0015288338919582549 0.001294448590479916 0.0011678471254837628 0.0011660377279615166 0.0014030305135543973 0.0011843557340931376 0.0012540129884040002 0.0012954227203831022 0.0013910717066339573
leaf_count=627 207 420 209 105 440 215 191 404 834 258
internal_value=0 3.4104e-05 -1.695e-05 2.56677e-05 -4.12495e-05 3.2221e-05 0.000120721 2.94649e-05 0.000183342 7.90714e-06
internal_weight=0 0.0127516 0.0112228 0.0101562 0.00898838 0.00769393 0.0062909 0.00510655 0.00394051 0.00268649
internal_count=3910 3283 2863 2656 2551 2342 2127 1936 1496 1092
is_linear=0
shrinkage=0.00196078


Tree=4879
num_leaves=9
num_cat=0
split_feature=1 4 13 150 1 12 3 4
split_gain=1.77026e-05 3.94069e-05 3.36346e-05 3.14481e-05 3.47659e-05 4.35223e-05 5.16328e-05 2.60503e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 0.077110000000000012 0.12864500000000004 0.090480000000000019 0.045635000000000002 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -3
right_child=3 7 -4 -5 -6 -7 -8 -9
leaf_value=-0.0078758017118704064 0.015063971920856359 -0.025780201934367863 0.015158123619048145 0.015412560413632507 0.014427578132843885 -0.021612981835020358 -0.01147607515922772 -0.0047978761560140797
leaf_weight=0.0012214316417956817 0.0014320562720826447 0.0010326082176158368 0.0013180107115436485 0.001617374264286253 0.0011997288434460063 0.001130795313376151 0.0015017241213618748 0.0013857954110244432
leaf_count=425 403 1039 200 349 280 495 183 536
internal_value=0 -0.00462114 0.00407917 0.00321662 -0.000530387 -0.00494549 0.00147883 -0.0137569
internal_weight=0 0.00495785 0.00253944 0.00688168 0.0052643 0.00406458 0.00293378 0.0024184
internal_count=3910 2200 625 1710 1361 1081 586 1575
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=11
num_cat=0
split_feature=484 159 12 160 133 16 150 43 43 4
split_gain=6.38414e-05 6.0839e-05 5.55289e-05 5.65653e-05 7.58291e-05 8.70463e-05 7.34226e-05 7.8724e-05 0.00014246 9.27449e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10673000000000001 -0.080184999999999992 -0.0056849999999999991 -0.38486499999999996 0.091155000000000014 -0.092484999999999984 -0.074254999999999988 -0.048489999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -9 -10
right_child=1 -3 -4 4 5 6 -8 8 9 -11
leaf_value=-0.00047533591945659687 -0.00036071989330593586 0.00041809811487662871 -0.0004393211213385577 -0.00032796641925325544 -0.00026289594232807367 -2.7089434888880158e-05 -0.00021655037135632504 0.0011375774067045742 0.00071984383400404449 -4.2940485785659643e-05
leaf_weight=0.0010435195832672632 0.0012681794841991932 0.0013784343496786979 0.0010881269561457225 0.0014523495498054801 0.0014855782632590365 0.0014080582118594842 0.0010021597161634921 0.0010245609887131928 0.0010414026073749074 0.0014891857794682979
leaf_count=627 491 400 274 692 241 250 94 229 435 177
internal_value=0 2.92774e-05 -1.83232e-05 2.67144e-05 8.19003e-05 0.000161792 0.000267554 0.000365303 0.000520715 0.000270965
internal_weight=0 0.012638 0.0112596 0.0101715 0.0089033 0.00745095 0.00596537 0.00496321 0.00355515 0.00253059
internal_count=3910 3283 2883 2609 2118 1426 1185 1091 841 612
is_linear=0
shrinkage=0.00196078


Tree=4881
num_leaves=10
num_cat=0
split_feature=50 4 2 159 133 150 52 13 4
split_gain=1.79694e-05 4.49369e-05 3.73722e-05 3.36425e-05 3.90863e-05 4.29024e-05 7.91516e-05 9.46193e-05 8.25325e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.082325000000000023 -0.0056849999999999991 0.086420000000000011 0.084240000000000023 -0.057284999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.014106347800039387 -0.012468699714171035 0.01942747549550141 -0.01768088632510887 -0.015972371942011947 0.043759106627531408 -0.011107204198489758 -0.0077618205672288819 0.02848920832607248 -0.008182709357776291
leaf_weight=0.0010708138533710356 0.0010634149829768296 0.0011966915869731981 0.0011936280042641979 0.0010011982965641578 0.0010634141395449584 0.0011295530828722977 0.0016411616912504145 0.0011046505259031342 0.0013808508798266938
leaf_count=658 689 396 331 397 352 211 458 303 115
internal_value=0 0.00115642 -0.00112466 0.0012303 0.00356078 0.00655434 0.0103981 0.018796 0.00811567
internal_weight=0 0.010782 0.00958527 0.00839164 0.00739044 0.00631963 0.00519008 0.00354892 0.0024855
internal_count=3910 3221 2825 2494 2097 1439 1228 770 418
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=9
num_cat=0
split_feature=159 15 2 16 0 12 15 16
split_gain=1.69885e-05 4.8804e-05 5.18977e-05 7.15124e-05 8.33016e-05 6.82408e-05 6.62048e-05 4.59792e-05
threshold=0.08764000000000001 -0.11739999999999999 0.095195000000000016 -0.11180499999999999 -0.066689999999999985 0.093225000000000016 -0.089594999999999994 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -5 -4
right_child=-2 2 5 4 -6 -7 -8 -9
leaf_value=-0.017835347543209434 0.010654552621305158 0.029765971339820809 -0.013979304444498443 0.010482743754919515 0.023940258551708837 -0.028653413370658659 -0.018594060098445359 0.014791929998227203
leaf_weight=0.0015411960192514692 0.0013157826655729047 0.0011327631607825905 0.0010224685553309738 0.0013218590841005159 0.0012168895595824902 0.0011123562229617859 0.0019211265877175135 0.0012160700915602885
leaf_count=450 540 213 167 165 187 438 1486 264
internal_value=0 -0.00140016 0.00143203 0.00732849 0.0016296 -0.00840915 -0.00674219 0.00165046
internal_weight=0 0.0104847 0.00894353 0.00559264 0.00445988 0.00335089 0.00324299 0.00223854
internal_count=3910 3370 2920 2051 1838 869 1651 431
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 15 15 52 0 1
split_gain=6.81655e-05 5.63073e-05 6.86692e-05 0.000162211 0.000117157 7.88329e-05 0.000148479 4.9099e-05 4.51355e-05 5.71262e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.072409999999999988 -0.021529999999999997 0.085120000000000015 -0.096614999999999993 -0.19631499999999999 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -7 -6 -2 -10
right_child=1 -3 3 -5 7 6 -8 -9 9 -11
leaf_value=-0.00049259768722807111 -0.00012980939020543783 -0.00040174027417413596 0.00061504868777554039 0.0008833069223888059 7.6886845832799697e-05 -0.00086555882882241825 8.1999993762542917e-05 -0.00046565209732640859 1.0706689085411365e-05 0.00060831773297704964
leaf_weight=0.0010217311383198457 0.001735879740323687 0.0010459316010891619 0.0010014879668801069 0.0011833281783985893 0.0013803022631707672 0.0011071030160289114 0.0014934464138291793 0.0011978628286874729 0.0013525977825475427 0.0011276978446238593
leaf_count=627 129 480 312 117 415 301 587 253 394 295
internal_value=0 3.39547e-05 7.33086e-05 0.000253947 4.58993e-05 -5.29071e-05 -0.000321394 -0.000175187 0.000112696 0.000282418
internal_weight=0 0.0126256 0.0115797 0.00476298 0.00357965 0.00681672 0.00260055 0.00257817 0.00421618 0.0024803
internal_count=3910 3283 2803 1097 980 1706 888 668 818 689
is_linear=0
shrinkage=0.00196078


Tree=4884
num_leaves=9
num_cat=0
split_feature=4 151 16 133 2 4 1 12
split_gain=1.55109e-05 2.30176e-05 3.91269e-05 5.19908e-05 4.68434e-05 7.49118e-05 0.000102574 4.40088e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.031394999999999992 0.11085000000000002 -0.08422499999999998 0.092550000000000007 0.088885000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -7 -3
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.0086650896198012389 0.0094833041567454358 -0.024990721550957086 0.021639292970867266 -0.026259533026372125 0.014448192545767059 0.022092729174917405 -0.020825907990228217 0.0014141505249194999
leaf_weight=0.0018512496954778803 0.0014896286674575066 0.0015003425430195445 0.0010002558401985603 0.0014812665060082862 0.0011292156521343394 0.0012326831062540265 0.0010156982406587436 0.0010896156227989749
leaf_count=556 441 346 461 505 263 814 263 261
internal_value=0 -0.00143388 -0.00364663 0.000877791 -0.00339622 -0.00879892 0.00270439 -0.013882
internal_weight=0 0.0103003 0.00844908 0.00585912 0.00485886 0.00372965 0.00224838 0.00258996
internal_count=3910 3469 2913 2306 1845 1582 1077 607
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=11
num_cat=0
split_feature=484 159 160 133 43 42 15 13 0 3
split_gain=7.31857e-05 5.0576e-05 5.36335e-05 8.39246e-05 6.3687e-05 7.74954e-05 0.000118113 9.2359e-05 6.24109e-05 5.36693e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.0016850000000000001 0.088115000000000013 0.024640000000000006 -0.003375 -0.19631499999999999 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -7
right_child=1 -3 3 4 -6 9 -8 8 -10 -11
leaf_value=-0.00051055598435097312 -0.00039220386956364839 0.00038973654097330235 -0.00049765436357544031 -0.00044972199083544785 0.00047363113988209914 2.8300964037516757e-05 -0.00069262130010624089 -0.00010312568824582315 0.00044899897787683678 0.00066480888793049781
leaf_weight=0.0010407476705025344 0.0012688210889795727 0.0013454335703438703 0.0010155922423346246 0.0010906466349788215 0.0014473085773116252 0.0010103829568536603 0.0010419189361177278 0.0013845454329462501 0.0018242134603790269 0.0010269709297240723
leaf_count=627 529 400 400 331 244 208 502 96 310 263
internal_value=0 3.06911e-05 -1.27881e-05 3.61279e-05 9.75494e-05 2.37819e-05 -0.000100323 4.32153e-05 0.000210763 0.000349146
internal_weight=0 0.0124558 0.0111104 0.00984158 0.00882599 0.00737868 0.00534132 0.00429941 0.00320876 0.00203735
internal_count=3910 3283 2883 2354 1954 1710 1239 737 406 471
is_linear=0
shrinkage=0.00196078


Tree=4886
num_leaves=10
num_cat=0
split_feature=50 4 156 12 3 2 0 43 0
split_gain=1.44232e-05 3.73595e-05 3.31139e-05 4.74877e-05 6.73192e-05 5.8881e-05 5.42284e-05 7.0817e-05 3.45192e-05
threshold=0.088425000000000017 0.28937500000000005 0.084090000000000012 -0.023959999999999995 0.097615000000000021 0.097775000000000015 -0.077944999999999987 -1.0000000180025095e-35 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.019152398630769778 -0.011193897105844244 0.017697940466971564 -0.018011862946158596 -0.024084580816428853 0.021025349354207048 -0.020647039302253076 0.021942899703778648 -0.0039859668450091977 0.021097534667949197
leaf_weight=0.0010281060391288893 0.0010588464609332599 0.0011961611608951204 0.0010270705926773678 0.0010579252496415227 0.0017357874799983838 0.001249774781613408 0.0012143866420180793 0.0012121868726864505 0.0010022571815241936
leaf_count=253 689 396 469 931 114 415 299 112 232
internal_value=0 0.00103992 -0.00105147 0.000997784 0.00377022 -0.00145092 0.00389611 -0.00280111 0.00736682
internal_weight=0 0.0107237 0.00952749 0.00850042 0.00747232 0.00573653 0.00448676 0.00327237 0.00221444
internal_count=3910 3221 2825 2356 2103 1989 1574 1275 344
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=9
num_cat=0
split_feature=157 160 133 12 0 42 0 16
split_gain=1.65059e-05 3.87572e-05 6.84057e-05 3.31792e-05 5.15921e-05 8.32056e-05 7.99233e-05 7.9785e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.10595000000000002 -0.017269999999999997 0.088115000000000013 -0.099864999999999995 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.011288503797222734 -0.016029103175735769 -0.019683371381234206 -0.016679597492627603 -0.01214973433836675 0.026363383164164512 0.024579612297384493 -0.023679388760302358 0.018496578957968655
leaf_weight=0.0011567034223018352 0.0015272629772412937 0.0013379368241867246 0.0010050839850874495 0.0010036903272519935 0.0011763405203960523 0.0013803617445700914 0.0013566150149261274 0.0017987843825755375
leaf_count=502 866 847 159 192 212 463 500 169
internal_value=0 -0.00129284 0.00119161 0.00480899 0.00734299 0.00330489 -0.00375362 0.00588721
internal_weight=0 0.0105861 0.00905881 0.00772088 0.00671719 0.00554085 0.00416048 0.00280387
internal_count=3910 3408 2542 1695 1503 1291 828 328
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=12
num_cat=0
split_feature=484 159 160 403 52 43 13 42 2 4 1
split_gain=7.95756e-05 7.3254e-05 6.05905e-05 7.53273e-05 7.88029e-05 7.63437e-05 9.46512e-05 8.80685e-05 7.53659e-05 0.000161245 9.63663e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.087440000000000004 0.10433000000000002 0.098320000000000005 -0.070604999999999987 0.085775000000000004 0.086915000000000006 0.0057500000000000008 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 10 -10 -8
right_child=1 -3 3 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00052311465408491945 -0.00040979876512204678 0.00046254503968103366 0.00086237059162571066 -0.00045617321369606116 0.00054572339364894549 -0.00048020047495376373 0.00060741504442794541 6.4822363979754076e-05 -0.00085598647598189082 0.00018620151617293492 -0.00016786932765259081
leaf_weight=0.0010492772351684528 0.0013112238973701654 0.0013962475228045989 0.0010017381633701796 0.0010641537316047984 0.001282670545075343 0.0010152764793541144 0.0011126383204801741 0.0011359344398065383 0.0010993815084400166 0.001187012583285069 0.0013820588645735436
leaf_count=627 529 400 189 267 172 181 352 375 429 188 201
internal_value=0 3.82495e-05 -1.28562e-05 3.777e-05 9.48002e-05 2.1901e-05 9.55806e-05 0.000438563 -5.77701e-05 -0.00031492 0.000177909
internal_weight=0 0.0129883 0.0115921 0.0102809 0.00921671 0.00793404 0.00691876 0.00213767 0.00478109 0.00228639 0.0024947
internal_count=3910 3283 2883 2354 2087 1915 1734 564 1170 617 553
is_linear=0
shrinkage=0.00196078


Tree=4889
num_leaves=9
num_cat=0
split_feature=159 15 2 16 0 12 15 16
split_gain=1.55898e-05 3.85155e-05 4.44848e-05 6.87588e-05 7.04281e-05 5.54731e-05 5.17815e-05 3.65392e-05
threshold=0.08764000000000001 -0.11739999999999999 0.095195000000000016 -0.11180499999999999 -0.066689999999999985 0.093225000000000016 -0.089594999999999994 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -5 -4
right_child=-2 2 5 4 -6 -7 -8 -9
leaf_value=-0.01594668599819471 0.010205951460542621 0.028767286302080242 -0.012821797531876242 0.0086487672893324936 0.021726053629300315 -0.026329485729480174 -0.01712828484827392 0.012868064267021166
leaf_weight=0.0015396967594495945 0.0013158605797373114 0.0011229454335811235 0.0010208431792272286 0.0013147598563475048 0.0012020133493960152 0.0011000278053046007 0.0019135141744112459 0.0012097566081651378
leaf_count=450 540 213 167 165 187 438 1486 264
internal_value=0 -0.00134533 0.00118529 0.00666548 0.00106333 -0.00795195 -0.00663022 0.00111099
internal_weight=0 0.0104236 0.00888386 0.00555323 0.00443029 0.00333063 0.00322827 0.0022306
internal_count=3910 3370 2920 2051 1838 869 1651 431
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=9
num_cat=0
split_feature=2 160 15 4 43 15 0 15
split_gain=1.65309e-05 4.75196e-05 4.5118e-05 5.31547e-05 8.09877e-05 4.36554e-05 6.13887e-05 3.34899e-05
threshold=0.10274500000000002 0.087260000000000018 -0.10312999999999999 -0.08422499999999998 -0.079109999999999986 -0.074174999999999977 0.055865000000000005 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 -7 -6
right_child=5 -3 3 4 7 6 -8 -9
leaf_value=-0.018780642303717471 0.017179353359175781 -0.02212270232427458 -0.012797893223638565 -0.010968769163770351 0.032712280834913586 -0.01748558177256342 0.015049270217724489 0.010390775129010538
leaf_weight=0.0010292784856025423 0.0017251935494535867 0.0010907795597988133 0.0013974076796910376 0.0012865677067873172 0.0011224234091783505 0.0013707041928035025 0.0010052941599600709 0.0016755209117148059
leaf_count=329 478 316 573 583 278 400 133 820
internal_value=0 -0.00280591 0.000430112 0.0040371 0.00979675 0.00507148 -0.00371996 0.0193453
internal_weight=0 0.00760198 0.0065112 0.00548192 0.00408451 0.00410119 0.002376 0.00279794
internal_count=3910 2899 2583 2254 1681 1011 533 1098
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=10
num_cat=0
split_feature=484 133 133 3 43 16 52 16 0
split_gain=6.05324e-05 5.46644e-05 7.6571e-05 5.34312e-05 5.10996e-05 5.41871e-05 5.81446e-05 4.90412e-05 3.76052e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.065880000000000008 -0.100615 -0.079374999999999987 -0.19424999999999998 0.086635000000000004 -0.0083999999999999995 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 8 -2 -7
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00047124843373403421 9.052288766854352e-06 -0.00040105277652059749 0.00046770233058942163 -0.00048083951127814324 -0.00033199560492102725 0.00018012508659793775 0.00048542706446369211 0.00058672467039204619 -0.0002218886931528647
leaf_weight=0.0010016417451754493 0.0012756135658802952 0.0010341180505273702 0.0015963825001602252 0.0010402450520260575 0.001528268849385621 0.0017253333270038909 0.0011091319524416327 0.0010142624438285277 0.0018579527492627937
leaf_count=627 194 480 548 323 244 125 440 192 737
internal_value=0 3.02009e-05 7.0208e-05 3.7683e-06 -7.85918e-05 -1.13265e-05 9.31119e-05 0.000264923 -2.83212e-05
internal_weight=0 0.0121813 0.0111472 0.00955081 0.00726093 0.00622069 0.00469242 0.00228988 0.00358329
internal_count=3910 3283 2803 2255 1869 1546 1302 386 862
is_linear=0
shrinkage=0.00196078


Tree=4892
num_leaves=9
num_cat=0
split_feature=40 133 42 47 52 2 3 2
split_gain=1.51878e-05 3.72098e-05 5.37594e-05 4.28008e-05 4.6734e-05 5.36037e-05 5.63521e-05 5.28852e-05
threshold=-0.079539999999999986 -0.085714999999999986 -1.0000000180025095e-35 0.086425000000000016 -0.092854999999999979 0.095195000000000016 0.094625000000000015 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -6
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=0.011653319291855271 0.014767528780920214 -0.022776895954385909 -0.016341330690031464 -0.014004166555704326 0.0037418973726877423 -0.019380708147037681 0.010524315155887752 0.031196043008329212
leaf_weight=0.0010134477443695033 0.00129019875699309 0.0012361744228132918 0.001003617797788312 0.0018012307768054646 0.001490140458237345 0.0011777024462216389 0.0013552082346633451 0.0013260109414652743
leaf_count=258 587 724 429 341 648 332 178 413
internal_value=0 -0.00115617 -0.00334408 -0.00039797 0.00345991 0.00717512 -0.00338033 0.0166689
internal_weight=0 0.0106803 0.00939009 0.00815391 0.00635268 0.00534906 0.00253291 0.00281615
internal_count=3910 3652 3065 2341 2000 1571 510 1061
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=11
num_cat=0
split_feature=484 159 160 403 52 133 13 43 13 4
split_gain=5.47941e-05 4.62223e-05 4.78438e-05 6.09307e-05 7.78281e-05 5.34685e-05 5.10159e-05 4.44529e-05 4.14998e-05 2.64742e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.087440000000000004 0.10433000000000002 0.090085000000000012 -0.060719999999999989 -0.074254999999999988 0.00079000000000000012 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -8
right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.00057155706302326205 -0.00050344157241409213 0.00025281453216480248 0.00050193811791506926 -0.00054814526902150396 0.00043029016484131801 -0.00051037380093215648 -0.00054295610884706139 -6.4813668178354732e-05 8.5429367339744531e-05 -0.00014011386836021848
leaf_weight=0.0010058314190400557 0.0012182674164213864 0.0013079963078863289 0.0010120254516427299 0.001000703204425967 0.0011815003608364313 0.0011008716308272418 0.0011577330728604633 0.0011219437221260857 0.0015186197363505631 0.001368721140576367
leaf_count=627 529 400 217 267 172 431 445 353 319 150
internal_value=0 -9.50944e-05 -0.000137702 -9.06121e-05 -3.65012e-05 -0.000112259 -4.13306e-05 0.000203966 -0.000170736 -0.000324714
internal_weight=0 0.0119884 0.0106804 0.00946212 0.00846142 0.00727991 0.00617904 0.00213397 0.00404507 0.00252645
internal_count=3910 3283 2883 2354 2087 1915 1484 570 914 595
is_linear=0
shrinkage=0.00196078


Tree=4894
num_leaves=11
num_cat=0
split_feature=123 50 160 2 4 2 4 0 15 12
split_gain=8.62573e-05 8.35517e-05 7.96156e-05 6.40602e-05 0.000121479 0.000141244 0.000113248 8.34156e-05 8.54204e-05 3.54821e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.081299999999999983 0.11934000000000002 0.15927500000000003 0.10648500000000001 -0.08422499999999998 -0.083564999999999987 -0.091024999999999981 0.088885000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8 -6
right_child=-2 -3 3 -5 9 -7 7 -9 -10 -11
leaf_value=0.0004049516600983735 0.00054490756442898052 -0.00057579199842162085 -0.00072760527524911309 -0.00051982161540487036 0.00013338022726624218 0.0005124813035719541 -4.6872211991668727e-05 0.00020861383333167587 -0.00077458612213169274 0.00063790417881832225
leaf_weight=0.0016114092730848293 0.0010203197903522311 0.0010560822243122206 0.001462349853645982 0.0010619293563249926 0.0010248001083378432 0.0010958513403053708 0.0016014418646650228 0.0019322922141199014 0.0010120798610849773 0.0011234371156643996
leaf_count=536 334 654 478 261 143 219 247 552 382 104
internal_value=0 -4.71846e-05 -3.73237e-07 -6.36981e-05 -1.13464e-05 -0.000134897 -0.000252975 -0.000100291 -0.000328678 0.000397225
internal_weight=0 0.0129817 0.0119256 0.0103142 0.00925225 0.00710402 0.00600816 0.00454581 0.00261352 0.00214824
internal_count=3910 3576 2922 2386 2125 1878 1659 1181 629 247
is_linear=0
shrinkage=0.00196078


Tree=4895
num_leaves=9
num_cat=0
split_feature=4 15 52 16 15 52 13 16
split_gain=1.6523e-05 4.82532e-05 2.30361e-05 6.94491e-05 5.73965e-05 4.64682e-05 3.80338e-05 1.2441e-05
threshold=0.25367000000000006 -0.15202999999999997 0.10433000000000002 0.31524000000000002 -0.0063699999999999989 -0.048794999999999991 -0.0101 -0.013279999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -8
right_child=1 -3 -4 -5 6 -7 7 -9
leaf_value=-0.00064913161645830471 0.021946076198556846 -0.0078775152455118191 0.0086226435224694854 -0.027707028861199409 0.018007833670979655 -0.026575253345124603 -0.0093951521825091557 0.0060416698647977225
leaf_weight=0.0016954180492959269 0.0011363372782039528 0.0010381322724379968 0.0016946912370800231 0.0010860390874060195 0.0018154325746104804 0.0011673016165189612 0.0010584534864934796 0.0010302601340595459
leaf_count=529 333 201 631 355 797 498 371 195
internal_value=0 0.00770774 -0.00195106 -0.00423291 -0.000465462 -0.0112208 0.00742087 -0.00178092
internal_weight=0 0.00217447 0.0095476 0.0078529 0.00676687 0.00286272 0.00390415 0.00208871
internal_count=3910 534 3376 2745 2390 1027 1363 566
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=12
num_cat=0
split_feature=484 133 16 52 157 16 52 1 52 3 0
split_gain=6.79488e-05 6.88152e-05 7.83466e-05 0.000124102 0.000112275 7.17361e-05 6.59741e-05 6.42033e-05 0.000107339 7.7053e-05 5.39462e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.014099999999999998 0.096170000000000019 -0.072409999999999988 -0.072359999999999994 -0.083529999999999979 0.10937500000000001 0.084240000000000023 0.088060000000000013 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -6 8 9 10 -2
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00047667249274646357 0.0006384418513321452 -0.0004503721313916012 0.00064145569334428853 0.00082448093047768529 0.00011666058313645951 -0.00050744684852646171 -0.00051124570481710563 0.00035043987186402116 -0.00060321084234290275 -0.00032747723161252322 -1.7862390741183593e-06
leaf_weight=0.001086508639796026 0.0010118812426614075 0.0010406308489186054 0.0010423867142896094 0.0011634851380450807 0.0017554751303133472 0.0011399264035307265 0.0010155056877508418 0.0017098098217542164 0.0011774727615808801 0.0010945640030427528 0.0010121213605993845
leaf_count=627 144 471 313 117 484 293 190 343 553 72 303
internal_value=0 3.35108e-05 7.50482e-05 0.000263929 9.29013e-05 -5.65028e-05 -0.000113454 2.90876e-05 -9.88095e-05 9.16365e-05 0.00031829
internal_weight=0 0.0131633 0.0121226 0.00497685 0.00381337 0.00714578 0.00277098 0.00600585 0.00429604 0.00311857 0.002024
internal_count=3910 3283 2812 1104 987 1708 674 1415 1072 519 447
is_linear=0
shrinkage=0.00196078


Tree=4897
num_leaves=11
num_cat=0
split_feature=484 403 160 1375 133 0 1 2 2 4
split_gain=7.7524e-05 4.93829e-05 7.12749e-05 6.87215e-05 6.18252e-05 6.58553e-05 0.000101836 0.00011771 8.05127e-05 7.26745e-05
threshold=-1.0000000180025095e-35 0.088015000000000024 -0.083654999999999993 -1.0000000180025095e-35 -0.0023199999999999996 -0.18087499999999998 0.11257500000000001 0.10393500000000001 0.092340000000000019 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 -7
right_child=1 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00052155314420870424 -0.00037100641671386356 -0.00035409624561099311 -0.00034305702840538218 -0.00027950843181429356 -0.00022331306872623111 0.00047420844726582301 0.00071924248384541874 -0.00028779179553889471 0.00077828935655990241 -0.00017082927152722814
leaf_weight=0.0010554453064912607 0.0012537596282308607 0.0011600126695071019 0.001082518924159631 0.0010057029337659758 0.0010479718123800981 0.001403145040086528 0.0017166937864265611 0.0015381654835739111 0.0011883194440373535 0.0012879453608471885
leaf_count=627 582 316 96 647 115 540 337 288 218 144
internal_value=0 3.15246e-05 7.03407e-05 0.000124218 0.000179272 0.000235662 0.000303082 0.000171211 0.000353203 0.000165496
internal_weight=0 0.0126842 0.0115242 0.0102705 0.00918794 0.00818224 0.00713427 0.00541758 0.00387941 0.00269109
internal_count=3910 3283 2967 2385 2289 1642 1527 1190 902 684
is_linear=0
shrinkage=0.00196078


Tree=4898
num_leaves=10
num_cat=0
split_feature=41 403 3 39 13 47 0 52 15
split_gain=7.07802e-05 6.4998e-05 8.18861e-05 6.91376e-05 0.000102849 7.35962e-05 0.000103237 0.000115408 0.00010088
threshold=0.075585000000000013 0.088015000000000024 -0.10628499999999998 0.005105000000000001 -0.17606499999999997 0.096175000000000024 -0.10071499999999999 -0.010284999999999997 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=0.00045388202357310529 -0.00050792623301975856 -0.00042268818944160623 0.0004311835411428139 0.00039199636940957208 -0.00021634713788107801 -0.00062781704064276392 -0.00082167827623137182 0.0004690190929059312 9.4518037092453351e-06
leaf_weight=0.0018324588687005884 0.0010135704193440917 0.0011132646483122755 0.0013465354745765216 0.0014922579018562228 0.001907487483901904 0.0010931890750936792 0.0011274104253525914 0.0018712897491192696 0.0011185039709634133
leaf_count=313 221 332 147 399 129 257 899 183 1030
internal_value=0 3.01953e-05 7.29617e-05 2.8559e-06 -6.57487e-05 -0.000159757 -7.48263e-05 0.000123053 -0.000407761
internal_weight=0 0.0129024 0.0117891 0.00995667 0.00846442 0.00711788 0.00602469 0.00377878 0.00224591
internal_count=3910 3689 3357 3044 2645 2498 2241 312 1929
is_linear=0
shrinkage=0.00196078


Tree=4899
num_leaves=9
num_cat=0
split_feature=43 42 3 3 160 3 2 3
split_gain=1.77179e-05 5.2726e-05 4.9466e-05 3.62638e-05 6.80757e-05 4.74578e-05 4.55064e-05 3.18688e-05
threshold=-0.057994999999999998 0.078965000000000021 -0.076734999999999984 -0.089604999999999976 -0.081069999999999989 0.094625000000000015 0.113945 -0.10628499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 7 -2 -5 -6 -7 -1
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=0.0082886616617662244 0.01679458903583347 -0.023136144916770449 0.019638242503428219 0.020569882522954427 -0.021537119614522121 0.010001618096680417 -0.016387921973304652 -0.013695255343612862
leaf_weight=0.001271143677951541 0.0011201828834208607 0.0011122437936518055 0.0014968758290104522 0.0010024222409187981 0.001679129227147115 0.0016889285574719012 0.0010658037321832356 0.0013702155614524177
leaf_count=235 306 779 558 160 544 171 176 981
internal_value=0 -0.00300418 0.0051149 0.000411017 -0.00296493 -0.00828576 -0.000208474 -0.00311558
internal_weight=0 0.00766871 0.00413824 0.00655647 0.00543628 0.00443386 0.00275473 0.00264136
internal_count=3910 2136 1774 1357 1051 891 347 1216
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=13
num_cat=0
split_feature=133 13 484 43 12 0 4 42 52 16 0 3
split_gain=5.32627e-05 9.84673e-05 5.82369e-05 6.25221e-05 7.92653e-05 6.22893e-05 9.3578e-05 0.000182152 5.61825e-05 8.69554e-05 6.89295e-05 2.67809e-05
threshold=0.10681500000000001 -0.26418499999999995 0.08764000000000001 -0.06705499999999999 0.089995000000000006 -0.10462499999999998 -0.084009999999999987 0.088235000000000022 -0.0058499999999999993 -0.19424999999999998 -0.099864999999999995 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 -3 -7 -8 11 -10 -11 -5
right_child=-2 2 -4 4 -6 6 7 -9 9 10 -12 -13
leaf_value=0.00056339576544246273 -0.00043379603170299458 0.00063181616590129693 -0.0004724754272024488 -0.00047878783308614883 -0.00058714683190943509 0.0005538470081068135 -0.0007740085480478988 0.0003608993234162819 -0.00026971682133198363 0.00076004487854461767 6.1991664012819281e-05 -3.0566323100658707e-05
leaf_weight=0.00122258651361237 0.0010095733134142552 0.0010073780819287548 0.0010057048021661586 0.0010510271722341514 0.0010717520130041347 0.0010537241353334417 0.0010004448735018686 0.0011909919849031995 0.0012165022409676559 0.0010100624580974705 0.001178317318929803 0.0010002534064258994
leaf_count=181 545 177 300 209 542 182 556 406 162 78 480 92
internal_value=0 3.37268e-05 -2.12162e-05 2.08817e-05 -9.964e-05 0.00020589 7.36719e-05 -0.000157214 -3.8792e-06 0.000150557 0.000384183 -0.000260224
internal_weight=0 0.0130087 0.0117862 0.0107805 0.00652791 0.00425254 0.00324516 0.00219144 0.00545616 0.00340488 0.00218838 0.00205128
internal_count=3910 3365 3184 2884 1563 1321 1144 962 1021 720 558 301
is_linear=0
shrinkage=0.00196078


Tree=4901
num_leaves=11
num_cat=0
split_feature=4 0 4 43 15 16 16 1 1 43
split_gain=1.84235e-05 4.45592e-05 3.59785e-05 3.79173e-05 6.59064e-05 6.68238e-05 9.59483e-05 6.50055e-05 0.000126322 3.92142e-05
threshold=-0.48072499999999996 -1.0000000180025095e-35 -0.08422499999999998 0.0033500000000000005 -0.0063699999999999989 -0.09601999999999998 -0.42360999999999993 0.091845000000000024 0.11183500000000002 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -7 -9 -6
right_child=1 -3 3 -5 9 7 -8 8 -10 -11
leaf_value=-0.012898761071004553 -0.01895935064418458 0.020403478710466015 -0.0084093300422335201 -0.01642381348967804 0.0041543166161672378 -0.032193279439811436 0.03309424115976891 0.022976523435780133 -0.025690356255596444 0.030940595446328312
leaf_weight=0.0010328335959207341 0.0010062232214489873 0.0010746298433639183 0.0012021390295042689 0.0010906455576070945 0.0010459993984670993 0.0010429427257892965 0.0010379514318588617 0.0010505316166122122 0.0010833798775679421 0.0011445819066866472
leaf_count=208 498 207 291 606 436 750 211 176 181 346
internal_value=0 0.0010823 -0.00105725 0.0010137 0.00351361 -0.00240533 0.0108215 -0.0117319 -0.00173149 0.0181502
internal_weight=0 0.010779 0.00970439 0.00869817 0.00760753 0.00541694 0.00224009 0.00317685 0.00213391 0.00219058
internal_count=3910 3702 3495 2997 2391 1609 502 1107 357 782
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=9
num_cat=0
split_feature=52 52 4 0 151 2 16 2
split_gain=1.92649e-05 5.02486e-05 8.59742e-05 6.00485e-05 4.57108e-05 5.8843e-05 3.5981e-05 2.71028e-05
threshold=0.16064500000000001 0.10433000000000002 -0.34687499999999999 -0.060094999999999989 -0.0088999999999999982 0.092175000000000021 -0.092424999999999993 0.080080000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.027883522667925251 -0.013024272278254824 0.022139329138686582 -0.014788987296549927 0.021352212112858777 -0.017391751021898199 0.017764710114336876 -0.0067811761220532077 0.015582089466315391
leaf_weight=0.0010657555395966337 0.0010541044406011295 0.0010302639885276669 0.0018894553740397254 0.0013785915754172843 0.0013135201597587031 0.0018434976216639455 0.0011719509727939185 0.0010080871272760169
leaf_count=240 475 258 542 344 322 598 435 696
internal_value=0 0.00114482 -0.00109178 0.00222642 -0.00142219 0.00331001 -0.00431752 0.00355998
internal_weight=0 0.0107011 0.00967086 0.0086051 0.00722651 0.00533706 0.00349356 0.00218004
internal_count=3910 3435 3177 2937 2593 2051 1453 1131
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=12
num_cat=0
split_feature=484 133 40 484 16 16 52 1 4 16 4
split_gain=0.000144536 7.89969e-05 9.89793e-05 7.04448e-05 0.000107169 9.29063e-05 7.82696e-05 6.02541e-05 5.41442e-05 8.68135e-05 3.62651e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 0.08764000000000001 -0.014099999999999998 0.081265000000000018 0.090640000000000012 0.11052000000000002 0.15927500000000003 -0.094359999999999986 -0.032604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 9 -4 -7
right_child=1 -3 3 -5 5 10 -8 -9 -10 -11 -12
leaf_value=-0.00072197527064749966 0.00068139770131206228 -0.00047878509979631039 -0.00038946121861118288 -0.00045464476522382531 0.00076820652749807203 -0.00010470159481454882 -0.00055458023973398044 -0.00034231920490584013 0.00053030582374458612 0.00027428009462726111 0.0003702739869924169
leaf_weight=0.0010071783856800123 0.0010041111054581798 0.0010109300930996002 0.0012422133493842273 0.0010118092067734489 0.0013260538877626904 0.0012778937714306013 0.0010514415667154595 0.0012867106782014602 0.0010418387357383641 0.0019420670672157705 0.0011968596384117243
leaf_count=612 261 472 172 307 348 289 393 202 126 568 160
internal_value=0 4.8239e-05 9.12715e-05 3.91876e-05 8.73941e-05 0.000349413 -6.43186e-05 2.91871e-05 0.000142298 1.53493e-05 0.00012501
internal_weight=0 0.0133919 0.012381 0.0113769 0.0103651 0.00380081 0.00656427 0.00551283 0.00422612 0.00318428 0.00247475
internal_count=3910 3298 2826 2565 2258 797 1461 1068 866 740 449
is_linear=0
shrinkage=0.00196078


Tree=4904
num_leaves=9
num_cat=0
split_feature=52 52 4 0 151 3 15 12
split_gain=1.59129e-05 4.08888e-05 7.0573e-05 4.95276e-05 3.67032e-05 4.80656e-05 5.90107e-05 3.90952e-05
threshold=0.16064500000000001 0.10433000000000002 -0.34687499999999999 -0.060094999999999989 -0.0088999999999999982 -0.089974999999999986 -0.07142999999999998 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=-0.025298537602899275 -0.0118250194784933 0.019990255402646272 -0.013252476236206496 0.019397758660899923 -0.015773141257266726 -0.0047674649326139226 0.032800984469842198 0.0064322278535926692
leaf_weight=0.0010620442320849214 0.0010564849979819635 0.0010290650665194219 0.0018928940406990752 0.0013780597885045057 0.0010910745484303836 0.0019969547994187495 0.001061403132227953 0.0011956573124156215
leaf_count=240 475 258 542 344 415 623 330 683
internal_value=0 0.00103898 -0.000976092 0.00202198 -0.00128624 0.00295144 0.00775394 0.0188324
internal_weight=0 0.0107072 0.00967809 0.00861604 0.00723798 0.00534509 0.00425402 0.00225706
internal_count=3910 3435 3177 2937 2593 2051 1636 1013
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=9
num_cat=0
split_feature=4 1 151 15 13 52 0 1
split_gain=1.69235e-05 4.94018e-05 2.69545e-05 5.42219e-05 3.84858e-05 5.5789e-05 4.6024e-05 4.56632e-05
threshold=0.25367000000000006 0.11198000000000001 -0.0074049999999999993 -0.075094999999999981 -0.0101 0.089785000000000018 -0.017269999999999997 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -6
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=0.0089167429911471679 -0.0070652687835552133 0.023043005998588748 -0.022654728783796887 0.01726312945721736 -0.0031646904210498152 -0.01165315946951501 0.0077956650452034315 -0.032344552631087799
leaf_weight=0.0018508367815796237 0.0011003763310290762 0.0010796909516653992 0.0013583859827461433 0.0019944200518516668 0.0011542125997400714 0.0010026310134944195 0.0011871750651669104 0.0010017317285345153
leaf_count=571 187 347 654 857 513 430 212 139
internal_value=0 0.00784603 -0.00191874 -0.00452373 -0.000639156 0.0075895 -0.00801601 -0.0167227
internal_weight=0 0.00218007 0.00954939 0.00769856 0.00634017 0.00299705 0.00334312 0.00215594
internal_count=3910 534 3376 2805 2151 1287 864 652
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=10
num_cat=0
split_feature=150 151 1 4 4 4 4 3 2
split_gain=1.81872e-05 3.45681e-05 4.49982e-05 4.84191e-05 6.35281e-05 4.49088e-05 3.95822e-05 3.74863e-05 9.07563e-06
threshold=0.084800000000000014 -0.03268999999999999 0.11198000000000001 -1.0000000180025095e-35 -0.078484999999999985 0.22584000000000001 0.15927500000000003 -0.032959999999999996 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -4 -5 8 -3
right_child=-2 2 5 6 -6 -7 -8 -9 -10
leaf_value=-0.018468261352538505 0.0086264394205662707 -0.006356811530314044 -0.0014171627941217072 -0.029192826908419962 0.022678867976056699 0.027837408027218041 -0.0022579042406631485 0.0094769586343962323 -0.019713063173345244
leaf_weight=0.0011120715358706535 0.001985338634102613 0.001009636218081888 0.001065045758956995 0.0011121920604561355 0.0011290273353440146 0.0010343603472954569 0.0010709550954261134 0.0011536515023522756 0.0010255014022760452
leaf_count=363 458 713 184 483 837 285 147 148 292
internal_value=0 -0.00187752 0.00026775 -0.00384279 0.00229383 0.0129963 -0.0159797 -0.00492373 -0.013087
internal_weight=0 0.00971244 0.00860037 0.00650096 0.00431782 0.00209941 0.00218315 0.00318879 0.00203514
internal_count=3910 3452 3089 2620 1990 469 630 1153 1005
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=8
num_cat=0
split_feature=42 133 15 1 3 1 4
split_gain=1.77804e-05 4.37533e-05 6.45343e-05 3.89377e-05 8.95861e-05 3.92555e-05 2.2171e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.094485000000000013 0.11265500000000002 0.086560000000000012 -0.079974999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -3
right_child=-2 6 -4 4 -6 -7 -8
leaf_value=0.0038008270503529871 -0.0092298616739659636 0.025207146967046491 -0.019522723514788256 0.026597677504004359 -0.0063329517464490899 -0.019902805237228677 0.004209978444948019
leaf_weight=0.0017686951367049996 0.0017986066220683833 0.0010088205896397161 0.0016269788073065344 0.001667255229307843 0.0016374743350327757 0.0011548602398760849 0.001002714320459396
leaf_count=484 832 221 824 387 252 208 702
internal_value=0 0.00158111 -0.00178867 0.0028439 0.0102807 -0.00556256 0.0147404
internal_weight=0 0.0098668 0.00785526 0.00622828 0.00330473 0.00292356 0.00201153
internal_count=3910 3078 2155 1331 639 692 923
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=9
num_cat=0
split_feature=11 49 52 13 1 16 1 16
split_gain=1.65327e-05 2.6392e-05 3.74489e-05 5.88401e-05 4.83936e-05 6.02629e-05 0.000124834 5.98352e-05
threshold=0.077330000000000024 0.093425000000000022 0.11401500000000002 -0.090744999999999978 0.11183500000000002 -0.094359999999999986 0.090355000000000005 -0.0029949999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.017506784953950739 -0.011677268369559499 0.015624135757081912 -0.018861755671573645 -0.016385591670576651 -0.019097041620492569 -0.021434438439424927 0.033297993036071359 0.0096104798126959868
leaf_weight=0.0018204195901169781 0.0011111405077984691 0.0011248702993619892 0.0010015182078901572 0.0013559248999349127 0.0014278933465917175 0.00116725461760869 0.0013001450650105286 0.0013262154396008012
leaf_count=389 279 521 508 263 288 966 356 340
internal_value=0 0.00114845 -0.000583925 0.00159587 -0.00280776 0.00170903 0.00817646 -0.00492241
internal_weight=0 0.0105242 0.00939937 0.00839785 0.00657743 0.00514954 0.00379362 0.00249347
internal_count=3910 3631 3110 2602 2213 1925 1662 1306
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=11
num_cat=0
split_feature=484 3 151 150 2 2 1 1 15 47
split_gain=5.76247e-05 3.78454e-05 3.31116e-05 7.71747e-05 5.33293e-05 8.14656e-05 0.000216428 6.20315e-05 4.98389e-05 2.90812e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.091525000000000009 0.10393500000000001 0.10420500000000001 1.0000000180025095e-35 -0.017214999999999998 0.097435000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 -4 9 -9
right_child=1 2 4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00045659154451730473 0.00038368843651930505 -0.0006009641051875562 -0.00044031393590881893 0.00013377358465804535 0.00057951629714018168 -0.00062405243093663256 0.00050572277952027342 7.9898166061934128e-05 0.00033606510682107361 -0.00037231117349872277
leaf_weight=0.0010240199373815302 0.0010491070546795747 0.0010640800245109872 0.0013978109708319112 0.0011368429353378036 0.0014816342610667593 0.0011706396945539933 0.0014712030334335148 0.0011349159784121397 0.0013966144940347276 0.0010550166789574655
leaf_count=627 225 208 789 290 411 303 282 202 453 120
internal_value=0 2.74326e-05 -5.61705e-06 -0.00022145 4.65393e-05 0.000211499 5.10263e-06 -8.99291e-05 4.66289e-05 -0.000137957
internal_weight=0 0.0123579 0.0113088 0.00220092 0.00910784 0.00412348 0.00264184 0.00498436 0.00358655 0.00218993
internal_count=3910 3283 3058 498 2560 996 585 1564 775 322
is_linear=0
shrinkage=0.00196078


Tree=4910
num_leaves=9
num_cat=0
split_feature=49 42 151 3 2 4 15 16
split_gain=1.69239e-05 6.31543e-05 4.78057e-05 4.53012e-05 0.000106184 6.26886e-05 6.50719e-05 6.03235e-05
threshold=-0.045004999999999996 -0.082904999999999993 -0.039414999999999999 -0.078884999999999997 0.088485000000000022 -1.0000000180025095e-35 -0.10071499999999999 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 7 -7 -5
right_child=1 3 -4 5 -6 6 -8 -9
leaf_value=0.023996078440294194 0.017578728903778876 -0.040799313091685344 -0.0036438249211308105 0.028245728235741271 0.00086583941574455573 0.0015463847006187388 -0.029705845964234041 -0.0044846741983583993
leaf_weight=0.0010148087828751383 0.0013746922455383677 0.0010581714704257237 0.0016322404896351307 0.0011458551516185756 0.0014495895543901443 0.0017768957491102679 0.0010658952601565407 0.0011071990265357334
leaf_count=269 529 945 260 412 553 400 301 241
internal_value=0 -0.00214603 0.00695258 -0.00571216 -0.0167151 -0.000297393 -0.0101715 0.0121613
internal_weight=0 0.0089783 0.00264705 0.00760361 0.00250776 0.00509585 0.00284279 0.00225305
internal_count=3910 3381 529 2852 1498 1354 701 653
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 47 16 48 42
split_gain=6.93525e-05 5.58605e-05 6.97037e-05 0.000111055 0.000149921 8.56121e-05 6.90354e-05 0.000122744 9.60723e-05 7.03135e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 0.09550500000000002 -0.083564999999999987 0.086215000000000014 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00050051370144911858 -6.6639721725827441e-05 -0.00040488119016162641 -0.0004190516038917383 0.00041355051360423021 0.0010094200335813526 -0.00028524186340488691 0.00034495601636245696 -0.00075129864788959653 -0.00043893378751662447 0.00057053100426094543
leaf_weight=0.0010179653949251482 0.0014900161203618757 0.0010312459895537958 0.0010125098500404659 0.0017612861931710316 0.0010609593092521566 0.0010919652516275281 0.0014014431389506284 0.0010277987632276667 0.0012538641938532498 0.0012038483616999772
leaf_count=627 454 480 341 525 91 279 144 489 144 336
internal_value=0 3.19792e-05 7.18344e-05 0.000120131 0.000380118 0.000146116 -3.94501e-05 -0.000147725 9.41686e-06 0.000218102
internal_weight=0 0.0123349 0.0113037 0.0102912 0.00391421 0.00285325 0.00637697 0.00497553 0.00394773 0.00269386
internal_count=3910 3283 2803 2462 895 804 1567 1423 934 790
is_linear=0
shrinkage=0.00196078


Tree=4912
num_leaves=11
num_cat=0
split_feature=484 42 15 16 52 52 2 4 49 1
split_gain=9.29153e-05 8.82345e-05 7.15813e-05 9.30703e-05 0.000105348 8.74423e-05 7.67599e-05 0.000144104 6.97496e-05 5.0266e-05
threshold=-0.0043499999999999988 0.10269500000000001 -0.106555 -0.19424999999999998 0.10433000000000002 -0.068164999999999989 0.088895000000000016 -0.077679999999999985 0.082865000000000008 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 9 7 -7 -2 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00057179659549234181 0.00067339489635719388 -0.00051104245528871555 -0.00039116860843190464 0.00044937834775082315 0.00064161750783119629 0.00044074751298512683 -0.0006353621309869486 -0.00052856652415518384 7.2080118045056879e-07 -2.0146303064188189e-05
leaf_weight=0.0010095725464061176 0.0014160323179866997 0.0010141303449882006 0.0017679326510960736 0.0018803321931609427 0.0012000340570719878 0.001270398187210601 0.0011026559707986751 0.0011004482689411623 0.0010192000704911837 0.0016422795365956988
leaf_count=612 274 402 198 374 384 555 257 260 230 364
internal_value=0 4.50292e-05 9.05099e-05 1.68582e-05 0.000104871 1.28033e-05 -0.000207952 -9.16773e-06 0.000391866 0.000230481
internal_weight=0 0.0134134 0.0123993 0.00996408 0.00819615 0.00699611 0.0034735 0.00237085 0.00243523 0.00352261
internal_count=3910 3298 2896 2392 2194 1810 1072 815 504 738
is_linear=0
shrinkage=0.00196078


Tree=4913
num_leaves=12
num_cat=0
split_feature=484 133 16 52 157 52 15 42 4 151 2
split_gain=0.000151558 7.40716e-05 7.80202e-05 0.000178899 0.000102493 9.1329e-05 8.73926e-05 0.00013152 6.80837e-05 6.70745e-05 0.000132769
threshold=-0.0043499999999999988 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.072409999999999988 -0.083529999999999979 -0.021529999999999997 0.08401500000000002 0.00046500000000000008 -0.0032449999999999996 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 -2 -10 -11
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.0007294234003666026 0.00056477083616809595 -0.0004544119734456669 0.00059711336606689753 0.00092494698599625811 0.00014730486775068035 -0.00059788203642686954 -0.00070535130155105952 0.00017296087204895057 -0.00043147716114005127 -0.00022639652724081732 0.0007048077106129668
leaf_weight=0.0010364501537256437 0.0010530723644502889 0.0010331932577876167 0.0010129303923671834 0.0012444499034067499 0.0016706073165946747 0.0010174084806303541 0.0014937325979259941 0.0011680070786517682 0.0010034199733466209 0.0013757622553152342 0.0010289132387314936
leaf_count=612 222 481 313 117 479 194 538 350 138 242 224
internal_value=0 4.94684e-05 9.26067e-05 0.000281814 6.55596e-05 -0.000134747 -3.8759e-05 -0.000319936 0.000129004 -5.6438e-06 0.000172047
internal_weight=0 0.0131015 0.0120683 0.0049454 0.00370095 0.00268802 0.00712291 0.00266174 0.00446117 0.0034081 0.00240468
internal_count=3910 3298 2817 1103 986 673 1714 888 826 604 466
is_linear=0
shrinkage=0.00196078


Tree=4914
num_leaves=10
num_cat=0
split_feature=50 160 156 49 133 51 133 52 47
split_gain=1.85273e-05 3.32869e-05 3.47488e-05 4.30155e-05 5.91007e-05 4.984e-05 4.36357e-05 9.28906e-05 7.21144e-05
threshold=0.088425000000000017 -0.085744999999999988 0.084330000000000016 -0.081629999999999994 -0.0056849999999999991 0.083165000000000017 0.090085000000000012 0.048490000000000012 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.018534080491991144 -0.01271396123516935 0.018163144400634251 -0.017918082437781053 -0.023816271830562515 -0.01185417142791264 -0.017498281929630221 -0.010216543932407394 0.036435053720011559 0.020031643228766924
leaf_weight=0.0010008619251832647 0.0010555679666667166 0.0013072916732006544 0.001037098099898816 0.0010234377871158815 0.001637904792439992 0.00107526125647355 0.0012401384062847541 0.0010708971653161509 0.0012510712449014683
leaf_count=485 689 200 406 690 507 164 435 197 137
internal_value=0 0.00117582 -0.000625805 0.00145806 -0.00153403 0.0021 0.00615254 0.0112789 0.00195398
internal_weight=0 0.010644 0.0096431 0.008606 0.00729871 0.00627527 0.00520001 0.00395987 0.00288898
internal_count=3910 3221 2736 2330 2130 1440 1276 841 644
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=11
num_cat=0
split_feature=4 43 13 403 12 16 3 150 2 1
split_gain=1.63829e-05 4.0666e-05 5.65317e-05 3.89404e-05 3.18746e-05 5.45181e-05 5.19553e-05 3.93584e-05 5.09004e-05 4.31485e-05
threshold=-0.48072499999999996 -0.24333999999999997 0.0066400000000000009 0.03138500000000001 0.086935000000000012 -0.014099999999999998 -0.010319999999999998 0.088135000000000005 0.085805000000000006 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 8 -8 -10
right_child=1 2 -4 -5 5 -7 7 -9 9 -11
leaf_value=-0.012269865203728227 -0.018041363103721102 0.022348624584053796 0.025397133742426706 0.018595266210042431 -0.026485491184340283 0.004402928332660698 0.01063551006827345 0.014530483533108877 -0.031267585971480875 -0.0034395524514220354
leaf_weight=0.0010054629044035359 0.0010067117985889567 0.0010332088010466004 0.0010155379774921544 0.0010405048875191218 0.0012088273985703239 0.0010836545105000271 0.0010082909176008965 0.0010160950182510689 0.0010445382588059899 0.0011942177301082968
leaf_count=208 198 822 382 345 872 473 138 143 165 164
internal_value=0 0.00108375 0.00307999 0.000453616 -0.00203379 -0.0118846 0.00223004 -0.00264587 -0.00802085 -0.0164233
internal_weight=0 0.0106516 0.00964488 0.00862934 0.00758883 0.00229248 0.00529635 0.00426314 0.00324705 0.00223876
internal_count=3910 3702 3504 3122 2777 1345 1432 610 467 329
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=11
num_cat=0
split_feature=484 159 49 52 2 12 0 16 2 4
split_gain=5.57444e-05 3.90885e-05 4.7396e-05 7.87634e-05 6.63331e-05 7.24839e-05 5.67013e-05 9.3298e-05 0.000140275 4.06292e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10447000000000002 0.11401500000000002 0.086650000000000019 0.09364500000000002 -0.18087499999999998 -0.014099999999999998 0.10113500000000002 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -6 -8 -9 -2
right_child=1 -3 -4 -5 6 -7 7 8 -10 -11
leaf_value=-0.00044412282457640984 -9.8075060174157336e-05 0.00034379582710634813 0.00036833240304794238 -0.00056677618383165569 0.00050658993228169 0.00024950012647355179 -0.00030733473540035328 0.00082688699540465875 -0.00018235460192279749 -0.00057655355599191987
leaf_weight=0.0010305891426950877 0.001262973093403856 0.0013626545972799291 0.0011526065496031144 0.001023881314216585 0.0012998873909930175 0.0010481908273593937 0.0017147909445190978 0.0010294715104764689 0.0010901837558438942 0.0014839985257663417
leaf_count=627 689 400 290 402 113 193 576 188 240 192
internal_value=0 3.0373e-05 -8.08255e-06 -5.16716e-05 7.39175e-06 -0.000189174 0.000152688 3.27144e-05 0.000307813 -0.000356564
internal_weight=0 0.0124686 0.011106 0.00995338 0.0089295 0.00379516 0.00513433 0.00383445 0.00211966 0.00274697
internal_count=3910 3283 2883 2593 2191 1074 1117 1004 428 881
is_linear=0
shrinkage=0.00196078


Tree=4917
num_leaves=8
num_cat=0
split_feature=2 4 15 42 49 15 4
split_gain=1.75344e-05 3.37559e-05 3.65042e-05 5.67582e-05 4.30835e-05 3.75547e-05 9.8979e-05
threshold=0.11462500000000002 0.15927500000000003 0.085285000000000014 0.088915000000000008 -0.00064499999999999985 -0.038029999999999987 -0.08422499999999998
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=-0.010597457229028986 0.0084738784469977485 0.010125285842869649 -0.020412128261811293 -0.023110625198437124 -0.0077003284554548277 -0.00086144989414323962 0.038480784459674677
leaf_weight=0.0017511921990061379 0.0019927291659318476 0.0018978726426451065 0.001249066826674505 0.0010442567434193455 0.0010395077144622652 0.0016169434584691524 0.0010578357284874197
leaf_count=436 599 335 1055 375 519 411 180
internal_value=0 -0.00182903 -0.00475316 -0.00174857 0.00233295 0.00842931 0.0146978
internal_weight=0 0.00965668 0.0077588 0.00650974 0.00546548 0.00371429 0.00267478
internal_count=3910 3311 2976 1921 1546 1110 591
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=9
num_cat=0
split_feature=2 160 133 42 13 1 16 16
split_gain=1.60631e-05 6.26767e-05 5.02495e-05 7.00759e-05 6.35996e-05 3.25074e-05 2.53662e-05 2.38184e-05
threshold=0.086650000000000019 0.084835000000000008 1.0000000180025095e-35 0.083875000000000019 -0.012339999999999999 0.090355000000000005 -0.069144999999999984 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -6 -7
right_child=1 -3 -4 -5 6 7 -8 -9
leaf_value=-0.016043354729562104 0.015634836579244808 0.019661425464845599 -0.019760949972108588 0.02374245417836315 -0.0042893234063120581 0.010314358054847296 -0.025725885700411379 -0.0090301425613397417
leaf_weight=0.0016302633709881342 0.001039533838318537 0.001690808911094582 0.0012742059729157996 0.0011720026709390891 0.0011768515429000192 0.0014764366621809405 0.0010396662429369959 0.0011188349045685849
leaf_count=915 252 343 766 327 252 418 347 290
internal_value=0 0.00275246 -0.00226131 0.00277434 -0.00477305 -0.0049768 -0.0143442 0.00197484
internal_weight=0 0.00739307 0.00570226 0.00442805 0.00325605 0.00422553 0.00221652 0.00259527
internal_count=3910 2287 1944 1178 851 1623 599 708
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=10
num_cat=0
split_feature=484 4 16 2 133 42 15 4 2
split_gain=5.71109e-05 4.20066e-05 3.67777e-05 3.98753e-05 6.97188e-05 4.9972e-05 0.000168207 7.64954e-05 9.35226e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.38486499999999996 0.11043500000000002 0.090085000000000012 0.085195000000000007 0.024640000000000006 0.0057500000000000008 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00044931584589323603 -0.00036918484996098527 0.0003276017892787705 -0.00045943481871918662 0.00028897301137290505 -0.000493577888790536 0.00030437306315440053 -0.00075732286354336274 0.00045848401266422069 0.00034091142714015495
leaf_weight=0.0010283956755631077 0.0010076269926984774 0.001603950834575262 0.0012682046422332451 0.0017870491290767334 0.0010992007571623674 0.0019445036441820577 0.0010630223446976743 0.0015604967701573838 0.0010070917415888119
leaf_count=627 125 447 332 372 503 622 533 120 229
internal_value=0 3.16229e-05 -1.25913e-05 2.43388e-05 -3.52033e-05 3.84226e-05 -6.71421e-05 0.000124129 -0.000105186
internal_weight=0 0.0123411 0.0107372 0.00972957 0.00794252 0.00684332 0.00489882 0.00383579 0.0022753
internal_count=3910 3283 2836 2711 2339 1836 1214 681 561
is_linear=0
shrinkage=0.00196078


Tree=4920
num_leaves=11
num_cat=0
split_feature=484 159 160 133 151 42 4 3 48 12
split_gain=7.34433e-05 5.83482e-05 5.30849e-05 7.91381e-05 6.92231e-05 9.20397e-05 0.000104723 0.000111063 8.72351e-05 4.95619e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 -0.0088999999999999982 -0.089744999999999978 0.074650000000000008 -0.089604999999999976 0.087645000000000015 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 9 -9
right_child=1 -3 3 4 5 6 -8 8 -10 -11
leaf_value=-0.0005079887533260385 -0.00039068240648580422 0.00041183024699895462 -0.00047877861718196316 -0.00026821373755564395 -0.00034000610433956217 0.00066551032467124986 0.00070554093678834747 6.9929968616379828e-06 0.00042423694914745435 -0.00054476091544531421
leaf_weight=0.0010466131888263288 0.0012769903472443457 0.0013880187725697967 0.0010394940770757895 0.0016689674293559045 0.0011340486178790772 0.0010992283083116794 0.0015691677392206454 0.0013676974137103834 0.0010628170949039482 0.001154069860841175
leaf_count=627 529 400 400 310 222 243 268 130 125 656
internal_value=0 3.23058e-05 -1.40154e-05 3.36296e-05 9.24465e-05 0.000173931 0.00026714 0.000120267 -4.69347e-05 -0.000245513
internal_weight=0 0.0127605 0.0113725 0.0100955 0.009056 0.00738703 0.00625298 0.00468381 0.00358458 0.00252177
internal_count=3910 3283 2883 2354 1954 1644 1422 1154 911 786
is_linear=0
shrinkage=0.00196078


Tree=4921
num_leaves=11
num_cat=0
split_feature=484 159 160 42 43 3 15 4 4 47
split_gain=5.55722e-05 4.57971e-05 5.56536e-05 7.12309e-05 6.91213e-05 8.27236e-05 6.47512e-05 6.42961e-05 5.8735e-05 0.000148828
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -1.0000000180025095e-35 -0.074254999999999988 -0.080744999999999997 1.0000000180025095e-35 -0.030814999999999995 0.015635000000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6 -9 -10
right_child=1 -3 3 4 6 -7 -8 8 9 -11
leaf_value=-0.00043700381556417987 -0.00039084597621616868 0.00037061163018213002 -0.00030415963055708259 7.576522168321488e-05 0.00052689847739727724 0.00078909012126024175 -0.00036685978180872462 -0.00039505622697283004 0.0006967872274073032 -0.00033463047757203941
leaf_weight=0.001045552077413219 0.0012920992581836174 0.0013794958379675726 0.0018718997071731783 0.0014243370561243989 0.0011043334097495809 0.001113842843669644 0.0013977005546059705 0.001076831593526232 0.0010448038724190085 0.0011085512836535028
leaf_count=627 529 400 802 224 161 243 518 124 201 81
internal_value=0 3.31265e-05 -7.58913e-06 4.12367e-05 0.000119413 0.000388797 1.31431e-07 0.000118471 -2.11623e-05 0.000165811
internal_weight=0 0.0128139 0.0114344 0.0101423 0.0082704 0.00253818 0.00573222 0.00433452 0.00323019 0.00215336
internal_count=3910 3283 2883 2354 1552 467 1085 567 406 282
is_linear=0
shrinkage=0.00196078


Tree=4922
num_leaves=11
num_cat=0
split_feature=484 3 151 150 4 133 42 43 12 3
split_gain=7.38043e-05 4.62662e-05 3.66342e-05 8.54985e-05 5.21763e-05 6.05691e-05 6.35919e-05 9.40667e-05 4.80763e-05 8.96894e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.25367000000000006 -0.085714999999999986 0.090750000000000011 -0.091614999999999988 0.084575000000000025 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7 9 -9
right_child=1 2 4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00051864886445811829 0.0004173539561859938 -0.00063520530066346116 0.00039174235964523134 0.00013335578054662567 0.00040079133559761172 -0.00072231384801906386 0.00031563003612845885 0.0003637545349890184 -0.00033380127992493517 -0.00034966404366847608
leaf_weight=0.0010347628805713735 0.0010639501489963258 0.001070413268374309 0.0011852016894261007 0.0011590945118165694 0.001348653846931446 0.0010028872959479303 0.0012184427871362851 0.0017853167027882038 0.001567286997836018 0.0010918438999221736
leaf_count=627 225 208 436 290 349 297 482 231 631 134
internal_value=0 2.62673e-05 -1.01393e-05 -0.00023564 4.45101e-05 -1.66925e-05 -8.93138e-05 -0.00017989 -5.74928e-05 9.30217e-05
internal_weight=0 0.0124931 0.0114291 0.00222951 0.00919963 0.00785098 0.00666578 0.00544733 0.00444445 0.00287716
internal_count=3910 3283 3058 498 2560 2211 1775 1293 996 365
is_linear=0
shrinkage=0.00196078


Tree=4923
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 15 13 48 0 0
split_gain=6.97688e-05 4.27653e-05 4.80836e-05 7.62928e-05 6.38901e-05 7.59747e-05 7.24453e-05 5.86347e-05 5.11547e-05 8.93651e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 -0.095799999999999982 -0.083514999999999992 0.091065000000000021 -0.053834999999999994 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 9 -8
right_child=1 -3 3 4 -6 6 8 -9 -10 -11
leaf_value=-0.00049601777948465246 -0.00036516757918509524 0.00036661287534948413 -0.00046403267701456937 0.00016090802800260051 -0.00034999858917244853 0.00070012103274413927 7.6966464811074543e-06 -0.00048462683811939658 -0.00014941442078056342 0.00070130342193528068
leaf_weight=0.0010370529160710395 0.0012713002867825373 0.0013228879299479459 0.0010321044795138382 0.0011265562245185562 0.0010670070257657724 0.001246300524520706 0.0016374660136198077 0.0010407317767145874 0.0013702675783169864 0.0012665772038952207
leaf_count=627 529 400 400 213 204 273 339 117 253 555
internal_value=0 3.34342e-05 -6.42341e-06 4.01763e-05 9.96168e-05 0.000162019 0.00028415 -0.000149078 0.000162861 0.000310208
internal_weight=0 0.0123812 0.0110583 0.00978701 0.00875491 0.0076879 0.00552061 0.00216729 0.00427431 0.00290404
internal_count=3910 3283 2883 2354 1954 1750 1420 330 1147 894
is_linear=0
shrinkage=0.00196078


Tree=4924
num_leaves=12
num_cat=0
split_feature=123 48 50 4 12 3 2 457 15 3 52
split_gain=8.22582e-05 0.000121792 0.000135119 0.000118546 8.46317e-05 0.000101172 0.000123252 6.77613e-05 0.000100404 7.30402e-05 4.84707e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.25367000000000006 -1.0000000180025095e-35 0.10420500000000001 0.095195000000000016 0.082870000000000013 -0.064869999999999983 -0.075679999999999983 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 10 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00055103572708605094 0.0005335478510468892 -0.00070194633181808338 -0.00067444593574524005 0.00052786043857159159 -0.00050930162563777497 0.00053148556773662925 -0.00052882590916593223 0.00051534877840124418 -0.00034267281060578646 0.00058933337515564184 0.00025759434010013869
leaf_weight=0.0010245134550557851 0.0010115884680954633 0.0010072374084366198 0.0010242745198779215 0.0018181238790910921 0.0011778156743785444 0.0013788116794836505 0.0015939612474414793 0.0011437295394638586 0.0010581694487138767 0.0010317911260579742 0.0010116342628620129
leaf_count=131 334 131 647 330 351 110 538 125 607 172 434
internal_value=0 -4.65085e-05 7.32746e-06 6.94639e-05 -1.90058e-05 4.59153e-05 -4.94959e-05 9.13881e-05 -2.1921e-05 0.000163159 -4.92871e-05
internal_weight=0 0.0132701 0.0122628 0.0112386 0.00942043 0.00839591 0.0070171 0.00542314 0.00427941 0.00310159 0.0020698
internal_count=3910 3576 3445 2798 2468 2337 2227 1689 1564 1213 1041
is_linear=0
shrinkage=0.00196078


Tree=4925
num_leaves=9
num_cat=0
split_feature=1 52 0 12 16 0 49 0
split_gain=1.5107e-05 4.07996e-05 5.09675e-05 6.33814e-05 5.51155e-05 4.94433e-05 5.16071e-05 2.98523e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 0.15737500000000001 -0.10071499999999999 -0.006494999999999999 -0.14867499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -8
right_child=-2 -3 4 -5 -6 -7 7 -9
leaf_value=-0.0073604759161266867 0.009986168699928244 -0.018001288195009065 0.02481285211099828 -0.025655215794631165 -0.0021578237786576502 -0.016360140596874621 0.0043690916384582354 0.027895439934985184
leaf_weight=0.0015783306849401495 0.0013220973272871873 0.0012913157454572553 0.0015458959797784843 0.0011291724281129378 0.0014860382881273755 0.0012844406514213179 0.0010519902324101584 0.0011067930590178154
leaf_count=197 345 576 518 484 419 1103 126 142
internal_value=0 -0.00135796 0.000982519 -0.00424817 0.0115937 0.000565527 0.00638285 0.0164309
internal_weight=0 0.010474 0.00918266 0.00615073 0.00303193 0.00502155 0.00373711 0.00215878
internal_count=3910 3565 2989 2052 937 1568 465 268
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=11
num_cat=0
split_feature=48 16 15 2 47 0 0 403 43 2
split_gain=5.98625e-05 9.09209e-05 6.23201e-05 9.5369e-05 9.81281e-05 5.55399e-05 0.000153529 0.000109886 0.000111051 5.77401e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.11290500000000002 0.09550500000000002 -0.10783 -0.084304999999999977 0.03138500000000001 -0.083899999999999988 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 -7 8 -8 -4
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=0.00048152003887136358 -0.00044189310915674815 -0.00043582290741540512 0.00041993201198121721 0.00054021148002532284 0.00046232722872167165 -0.00086783497891147754 0.00015380781191926365 0.00044930521102383371 -0.00059998211409623354 -0.00020082092274101442
leaf_weight=0.0015251027123925663 0.0011136725025048108 0.001280361683275587 0.0012102700474398301 0.0012085235210132017 0.0012517447462149448 0.0011683895455120432 0.0013677841680085675 0.001159537134702987 0.0016674686887193351 0.0010994567690238728
leaf_count=298 161 388 92 297 185 865 348 186 917 173
internal_value=0 3.18665e-05 -2.82172e-05 2.32851e-05 -4.6714e-05 -0.000129758 -0.000239235 -6.41485e-05 -0.0002603 0.000124446
internal_weight=0 0.0129386 0.0114135 0.0101332 0.00892465 0.00767291 0.00536318 0.00419479 0.00303525 0.00230973
internal_count=3910 3749 3451 3063 2766 2581 2316 1451 1265 265
is_linear=0
shrinkage=0.00196078


Tree=4927
num_leaves=10
num_cat=0
split_feature=150 151 1 15 2 3 4 0 48
split_gain=1.62071e-05 3.26508e-05 4.08234e-05 5.15952e-05 4.63415e-05 4.66497e-05 4.28317e-05 3.75956e-05 5.68762e-06
threshold=0.084800000000000014 -0.03268999999999999 0.11198000000000001 -0.10312999999999999 0.095195000000000016 -0.078884999999999997 0.22584000000000001 0.14676000000000003 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 -6 -2
right_child=8 2 6 4 7 -7 -8 -9 -10
leaf_value=-0.017806287218056816 0.013411588196921301 -0.02428556568699388 -0.0016757880944662967 -0.0036861308190627665 -0.02403578837412669 0.019825206806054214 0.026707335289245866 0.0024843178992631802 0.002769376104094036
leaf_weight=0.0011226098226655721 0.0010064269951109135 0.0010176589087275943 0.0010756362801346148 0.0017732223360401524 0.0011126403153530375 0.0016102515860924697 0.0010513345665292603 0.0010288317435553716 0.0010023344103411859
leaf_count=363 319 269 184 1249 628 422 285 52 139
internal_value=0 -0.00175938 0.000318514 -0.00359405 0.000217197 0.00750331 0.0123536 -0.0112947 0.00810132
internal_weight=0 0.00979219 0.00866958 0.0065426 0.00552495 0.00338347 0.00212697 0.00214147 0.00200876
internal_count=3910 3452 3089 2620 2351 1671 469 680 458
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=9
num_cat=0
split_feature=2 160 133 43 12 3 16 15
split_gain=1.77048e-05 5.32096e-05 4.26124e-05 6.01088e-05 3.67169e-05 5.25411e-05 3.51157e-05 3.23256e-05
threshold=0.086650000000000019 0.084835000000000008 1.0000000180025095e-35 -0.019509999999999996 0.097345000000000015 -0.078884999999999997 -0.090809999999999988 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -5 -7
right_child=1 -3 -4 6 -6 7 -8 -9
leaf_value=-0.027469074544549988 0.022144972123830067 0.018302378790714998 -0.0178088885240992 0.006579187483486371 0.011539162426532835 -0.012828982243926458 -0.014065457295679816 0.011881750091467178
leaf_weight=0.0011568403774925864 0.0011877386283580841 0.0017189947467025363 0.0012834560523213483 0.0015943141869333979 0.0010030117534463147 0.0011036443823360337 0.0017050920867081312 0.0010174185059883885
leaf_count=956 306 343 766 305 195 259 567 213
internal_value=0 0.00285911 -0.00174126 0.00285456 -0.00520294 -0.0103259 -0.00408971 -0.000975889
internal_weight=0 0.0074896 0.0057706 0.00448714 0.00428092 0.0032779 0.00329941 0.00212106
internal_count=3910 2287 1944 1178 1623 1428 872 472
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=11
num_cat=0
split_feature=484 3 2 457 3 12 2 42 43 1
split_gain=6.86142e-05 4.47816e-05 2.83108e-05 4.64078e-05 4.52699e-05 0.000157831 8.72647e-05 4.31199e-05 5.57465e-05 3.00227e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.086650000000000019 0.088020000000000001 0.090325000000000003 0.089995000000000006 0.11260500000000001 -0.089024999999999979 -0.074254999999999988 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -6 -3 -9 -10
right_child=1 2 3 -5 6 -7 -8 8 9 -11
leaf_value=-0.00049692584769976417 0.00042564132957222345 0.00022043257152931791 0.00051514825711878329 0.00044851975859665813 -0.00057367575478409986 -0.00037113143815994433 0.00013765467914029301 0.00011072532250664253 -0.00067721153179095919 -0.0001989781220869034
leaf_weight=0.001016866481769115 0.0010242173813570258 0.0010094851791268658 0.0019369549755877862 0.0010723255743762816 0.0012082721271713392 0.0012850408020813413 0.0014694615123078494 0.0010930575967683371 0.0010134086009271964 0.0010054033660820052
leaf_count=627 225 182 645 143 105 689 179 383 492 240
internal_value=0 3.33512e-05 -2.86762e-06 7.32899e-05 5.08867e-06 0.00016167 -0.000183319 -0.000131702 -0.000245935 -0.000439043
internal_weight=0 0.0121176 0.0110934 0.00697205 0.00589973 0.003222 0.00267773 0.00412135 0.00311187 0.00201881
internal_count=3910 3283 3058 1761 1618 1334 284 1297 1115 732
is_linear=0
shrinkage=0.00196078


Tree=4930
num_leaves=12
num_cat=0
split_feature=484 48 4 12 3 150 4 49 42 15 15
split_gain=7.03949e-05 4.54459e-05 0.0001187 6.53321e-05 0.000100813 6.35947e-05 8.97239e-05 7.36492e-05 0.000100274 7.13979e-05 0.000181992
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 -0.23071499999999998 -0.0090499999999999973 -0.081829999999999986 -0.07142999999999998 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 -7 7 8 9 10 -12
leaf_value=-0.00050151130248749962 -0.00044900406618733055 -0.00037050624722116389 0.00067125409543607726 -0.00048469983748133618 0.00050863627754509674 -0.00045509898088566075 0.00061701139213185693 0.00057548281913466829 -0.00050554688085874603 0.00066148773298922356 -0.00043779512636828215
leaf_weight=0.0010345819386621 0.0011126400326458953 0.0010004026079462594 0.0011218911661904389 0.0010624137888104882 0.001560100734601653 0.0011877099719355272 0.0010071205957202468 0.0010129865394638924 0.0012313503642389445 0.0010916378550062185 0.0012330444969438537
leaf_count=627 261 137 368 165 117 205 130 415 357 229 899
internal_value=0 3.0506e-05 6.50277e-05 2.48273e-07 5.35017e-05 -3.72256e-05 3.75365e-05 0.000137037 3.12398e-05 -0.000123796 7.84125e-05
internal_weight=0 0.0126213 0.0116209 0.010499 0.00938636 0.00782626 0.00663855 0.00557614 0.00456902 0.00355603 0.00232468
internal_count=3910 3283 3146 2778 2517 2400 2195 2030 1900 1485 1128
is_linear=0
shrinkage=0.00196078


Tree=4931
num_leaves=12
num_cat=0
split_feature=133 133 160 457 3 3 15 1 48 11 0
split_gain=6.96168e-05 9.77677e-05 6.66534e-05 0.000118618 5.11397e-05 0.000139828 5.77837e-05 6.0116e-05 5.31423e-05 3.109e-05 2.55012e-05
threshold=0.10681500000000001 0.083815000000000014 1.0000000180025095e-35 0.041935000000000007 -0.078884999999999997 -0.10628499999999998 -0.017214999999999998 0.087480000000000016 0.082070000000000018 0.077330000000000024 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 8 -8 10 -1 -6
right_child=-2 -3 3 -5 6 -7 7 -9 -10 -11 -12
leaf_value=0.00035269267580788225 -0.0005053472249039704 0.00045734844992949682 -0.00082244341473844678 8.9332619575533474e-05 -0.00044236254334360092 -0.00071710491311296196 2.1268398327050787e-05 0.00064453876213726373 0.00026588063921849147 -0.00011705268564736362 -7.724235593386211e-06
leaf_weight=0.0011475116999376971 0.0010113756328897052 0.0017699688244352607 0.001046859239613015 0.0011525002829355629 0.0010083962044421431 0.001139312472768491 0.001044512246277462 0.001382427072856551 0.0014973485304386651 0.0010260589759947454 0.0010693814680332538
leaf_count=162 545 723 287 86 140 863 166 233 264 204 237
internal_value=0 2.83115e-05 -3.76397e-05 -0.000344658 3.48506e-05 -0.000160703 0.000142788 0.000376294 -1.57256e-05 0.000130944 -0.000218665
internal_weight=0 0.0132843 0.0115143 0.00219936 0.00931495 0.00331288 0.00600207 0.00242694 0.00357513 0.00217357 0.00207778
internal_count=3910 3365 2642 373 2269 1229 1040 399 641 366 377
is_linear=0
shrinkage=0.00196078


Tree=4932
num_leaves=9
num_cat=0
split_feature=2 160 15 160 42 16 12 3
split_gain=1.70328e-05 5.08484e-05 3.51174e-05 5.92426e-05 7.78364e-05 6.32747e-05 3.36963e-05 9.45703e-05
threshold=0.10274500000000002 0.087260000000000018 -0.10312999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.087089999999999987 0.091555000000000011 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -2
right_child=6 -3 3 4 5 -7 -8 -9
leaf_value=-0.016586122065995988 0.03357082773215609 -0.022611786487296517 -0.016019338321903592 -0.011934100815353968 0.03610302920422942 0.006516048824386435 -0.0086322995498567586 -0.0034319031052083048
leaf_weight=0.0010189111451497325 0.0011314528505353572 0.0011160012137518644 0.0012034898932375988 0.0012557770686640974 0.0011556205106211523 0.0019299862777364468 0.0012539247339793539 0.0017730654772059196
leaf_count=329 359 316 826 594 271 563 411 241
internal_value=0 -0.00287807 0.000477136 0.00361263 0.00905488 0.017597 0.0050679 0.0109825
internal_weight=0 0.00767979 0.00656378 0.00554487 0.00434138 0.00308561 0.00415844 0.00290452
internal_count=3910 2899 2583 2254 1428 834 1011 600
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=10
num_cat=0
split_feature=157 2 2 16 16 42 1 48 13
split_gain=1.71229e-05 4.25822e-05 4.79842e-05 4.75362e-05 5.62122e-05 3.27155e-05 4.4101e-05 6.38197e-05 3.97678e-05
threshold=-0.07453499999999999 0.086545000000000025 0.090050000000000005 -0.055679999999999993 -0.089864999999999987 0.092145000000000019 0.11097000000000001 0.082070000000000018 -0.098524999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 -4
right_child=1 2 5 -5 -6 -7 -8 -9 -10
leaf_value=0.011467987634566208 -0.015248482294540273 0.023108922913863229 0.013182059313760397 -0.024959095551086032 0.015979934142115983 -0.016422893445356575 -0.012369281623238 0.026880664649195914 -0.013283084822804107
leaf_weight=0.001158780284200839 0.0012985735263885423 0.0010375584135546038 0.0010580634855807934 0.001350180331133914 0.0010364788536524935 0.0010278506770179932 0.001325307716543731 0.0012791079091053858 0.0012253209715796288
leaf_count=502 431 410 52 568 468 440 247 211 581
internal_value=0 -0.00133286 0.00327304 -0.0100232 -0.00138687 -0.000206013 0.00320422 0.00899783 -0.0010198
internal_weight=0 0.0106384 0.00695321 0.00368523 0.00233505 0.00591565 0.0048878 0.00356249 0.00228338
internal_count=3910 3408 1941 1467 899 1531 1091 844 633
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=8
num_cat=0
split_feature=1 42 133 3 2 2 2
split_gain=1.7308e-05 6.05524e-05 5.04595e-05 4.09619e-05 5.32634e-05 7.28866e-05 4.5515e-05
threshold=0.12263000000000002 0.092145000000000019 0.065880000000000008 -0.100615 0.089910000000000004 0.11230000000000001 0.083715000000000026
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=0.01139039388428837 0.0094019560157767423 -0.020771952264737832 0.015498427972037857 -0.0061659298559317271 0.015102405583160346 -0.018778182234434823 -0.034153576367805222
leaf_weight=0.0015864650240093973 0.0016579721978900253 0.0014192039486213273 0.0019878283358599749 0.0013843732270391674 0.0017142979039874331 0.0010084972739907885 0.001001361143337722
leaf_count=364 394 704 885 463 390 172 538
internal_value=0 -0.00162192 0.00150814 -0.00264575 -0.0070047 0.00255336 -0.0179131
internal_weight=0 0.010102 0.00868282 0.00669499 0.00510853 0.0027228 0.00238573
internal_count=3910 3516 2812 1927 1563 562 1001
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=10
num_cat=0
split_feature=484 133 133 160 42 13 4 4 1
split_gain=5.62999e-05 4.47633e-05 6.95717e-05 5.58606e-05 5.38061e-05 7.30847e-05 7.6853e-05 8.0927e-05 6.72861e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.065880000000000008 0.086110000000000006 -0.089744999999999978 0.00079000000000000012 -0.078484999999999985 -1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10
leaf_value=-0.00044803217681701216 -0.00036494853886499546 -0.00036416160280812438 0.00044153159975589534 -0.00037178822899027023 -0.00037972831144752008 0.0005265110681474559 0.00055184633784799582 -0.00024840795572275264 0.00032588881827785133
leaf_weight=0.0010346081492125106 0.0010060378119664468 0.0010253677590191636 0.0016074426533710081 0.0013323683888430667 0.0013865353213140209 0.0013732792793729846 0.001343685698697058 0.0019692362033011681 0.001303573298031613
leaf_count=627 274 480 548 155 496 346 447 297 240
internal_value=0 2.81449e-05 6.36734e-05 1.15116e-06 6.04296e-05 0.000118446 2.50952e-05 0.000146681 -1.96632e-05
internal_weight=0 0.0123475 0.0113222 0.00971472 0.00838235 0.00737631 0.00600303 0.0046165 0.00327281
internal_count=3910 3283 2803 2255 2100 1826 1480 984 537
is_linear=0
shrinkage=0.00196078


Tree=4936
num_leaves=9
num_cat=0
split_feature=2 15 4 13 0 42 15 2
split_gain=1.6918e-05 4.81922e-05 4.56118e-05 6.09039e-05 4.03057e-05 0.000114635 4.87664e-05 4.15961e-05
threshold=0.10946500000000002 -0.017214999999999998 0.15927500000000003 -0.084184999999999996 -0.053834999999999994 0.085195000000000007 -0.096369999999999983 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.024121445277709899 -0.003479964450595801 0.022110060719796511 0.013392968203779927 0.011942930676972273 -0.014897271695830572 0.033099071536001633 0.00011580291986210616 -0.028320551671854766
leaf_weight=0.0014342347412701706 0.0019384755617986235 0.0011862960120012792 0.0015166020429300212 0.0010623303020689586 0.0015358711160159055 0.0010240949504903025 0.0010051232527901615 0.0010536395326534553
leaf_count=767 535 232 297 177 293 692 417 500
internal_value=0 0.0062351 -0.00235216 -0.00570819 -0.00105959 0.00406753 -0.00545832 -0.0144374
internal_weight=0 0.00312477 0.0086319 0.00711529 0.00568106 0.00414519 0.00312109 0.00205876
internal_count=3910 767 3143 2846 2079 1786 1094 917
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=9
num_cat=0
split_feature=1 0 15 15 15 16 3 47
split_gain=1.5518e-05 7.45747e-05 5.46503e-05 4.45274e-05 6.73654e-05 6.46587e-05 8.78445e-05 6.65953e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.035895000000000003 -0.017214999999999998 -0.09601999999999998 0.076695000000000013 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.027058616034654995 0.031930674258380795 -0.0071902315449290446 0.020629376297071164 -0.014294403937605369 0.026957264937428112 0.0088788283364480882 -0.02592044084994187 -0.0033179418846204624
leaf_weight=0.0011175000427985568 0.0010614772959979732 0.0018947224287949856 0.0011256578026247819 0.0012904365363584913 0.0012424053086167123 0.0014305632914515401 0.0014715938476477994 0.0010827053577781153
leaf_count=630 320 579 799 532 337 408 171 134
internal_value=0 -0.00498803 0.00317779 0.00262621 0.00609828 0.000962816 -0.0087668 0.0141319
internal_weight=0 0.00413788 0.00302038 0.00757918 0.00628875 0.00504634 0.00290216 0.00214418
internal_count=3910 2008 1378 1902 1370 1033 579 454
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=12
num_cat=0
split_feature=123 12 50 48 1 52 150 16 13 2 4
split_gain=6.80575e-05 7.9763e-05 8.60334e-05 7.87729e-05 0.000118875 5.19288e-05 6.22399e-05 8.19901e-05 4.84978e-05 6.11531e-05 4.08163e-05
threshold=1.0000000180025095e-35 -0.0089849999999999982 0.088425000000000017 0.11379500000000002 0.11198000000000001 0.090300000000000005 0.086420000000000011 0.032820000000000009 -0.014114999999999997 0.087995000000000004 -0.37626499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10 -7
right_child=-2 2 -4 -5 -6 10 -8 -9 9 -11 -12
leaf_value=-0.00055964458775025633 0.00048895107415947983 -1.3674139161361765e-05 -0.00054393813948442758 -0.00043322773686922742 0.00060342907287097612 3.9842394535052959e-05 -0.00030822918808185693 -0.00026879899949862888 0.00023477228301735511 0.00082531321117614595 -0.00050386687076436822
leaf_weight=0.0010437411179527257 0.0010084623397585641 0.0010909266932416029 0.0010036611830895629 0.0011351193012030135 0.0015886440139804307 0.0010094392630508398 0.00111999731087363 0.0011023446406993307 0.0016662652300649581 0.0011323356916406908 0.0011196027890243605
leaf_count=230 334 596 638 112 259 33 210 435 337 169 557
internal_value=0 -3.9795e-05 5.54037e-06 5.58374e-05 0.000112315 1.764e-05 0.000109505 0.00020323 0.000337009 0.00047371 -0.000246079
internal_weight=0 0.0130121 0.0119683 0.0109647 0.00982956 0.00824091 0.00611187 0.00499187 0.00388953 0.0027986 0.00212904
internal_count=3910 3576 3346 2708 2596 2337 1747 1537 1102 506 590
is_linear=0
shrinkage=0.00196078


Tree=4939
num_leaves=9
num_cat=0
split_feature=11 4 1 2 0 48 47 133
split_gain=1.55533e-05 2.4739e-05 6.26571e-05 5.91752e-05 8.6313e-05 0.000132967 7.06084e-05 2.76568e-05
threshold=0.077330000000000024 -0.082054999999999975 1.0000000180025095e-35 1.0000000180025095e-35 -0.18901999999999997 0.087945000000000009 0.09550500000000002 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 6 5 -5 -4 -1
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.0014477435212466882 -0.011325008859490147 -0.017234443757966202 -0.025522272501754859 0.025145767465000187 0.03396469362593843 -0.025771318939243844 0.0093172802414200478 0.02112116046227
leaf_weight=0.0019431018359560392 0.0011089314018894831 0.0019803378394673433 0.0012016342978575924 0.0010349565812167172 0.0011682916557829259 0.001016727868679651 0.001127584617533017 0.0011301847107079497
leaf_count=563 279 1482 596 125 384 77 184 220
internal_value=0 0.00112183 -0.00196419 0.0034853 0.0122681 -8.65828e-05 -0.0086563 0.00868254
internal_weight=0 0.0106028 0.00752953 0.0055492 0.00321998 0.00205168 0.00232922 0.00307329
internal_count=3910 3631 2848 1366 586 202 780 783
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=11
num_cat=0
split_feature=484 3 1 52 4 0 0 151 2 2
split_gain=6.13223e-05 3.92864e-05 4.33894e-05 3.62613e-05 7.37169e-05 6.43538e-05 6.43791e-05 5.80853e-05 6.7107e-05 3.45412e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12730000000000002 0.11401500000000002 -0.082054999999999975 -0.10071499999999999 -0.082194999999999976 -0.0088999999999999982 0.091525000000000009 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 7 -7 -6 -9 -3
right_child=1 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00046326721497642371 0.00039464946821218556 6.6463143697489472e-05 0.00032768645952685081 -0.00037282680388198516 -0.00031906242125357114 -0.00075229655360016946 -5.8481203937640583e-05 -6.9629075781633037e-05 0.00052127008149178229 0.00053412883478718223
leaf_weight=0.0010289730370129863 0.0010664546494592144 0.0012744825883768502 0.0013752668300901381 0.0011406628925102113 0.001330578790530763 0.0010050018985924927 0.0010528361286638982 0.0018092023341548858 0.0012490836541420775 0.0011596991040111106
leaf_count=627 225 497 313 446 165 569 664 109 183 112
internal_value=0 3.47714e-05 1.09592e-06 -4.37224e-05 -1.45217e-06 -0.000111225 -0.000397325 2.29215e-05 0.00017171 0.00028927
internal_weight=0 0.0124633 0.0113968 0.0100215 0.00888088 0.0064467 0.00205784 0.00438886 0.00305829 0.00243418
internal_count=3910 3283 3058 2745 2299 1690 1233 457 292 609
is_linear=0
shrinkage=0.00196078


Tree=4941
num_leaves=12
num_cat=0
split_feature=484 133 40 42 42 3 4 1 160 3 47
split_gain=0.000121077 7.75997e-05 9.90308e-05 6.03162e-05 7.091e-05 7.61719e-05 7.10488e-05 0.000114596 7.1029e-05 7.4416e-05 6.04547e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 0.092145000000000019 -0.089744999999999978 -0.100615 0.0057500000000000008 0.092550000000000007 0.0034400000000000008 0.084925000000000014 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 9 -7 -9
right_child=1 -3 3 -5 5 6 7 10 -10 -11 -12
leaf_value=-0.00065423331253774053 0.0006676199016178708 -0.00047896285982105999 -0.00036271561604132743 -0.00031719226863953319 0.00052379247014822333 -0.00027159193840692965 0.00075762497635531814 0.00031794602620772874 -0.00055981203901559818 0.00036716285660922261 -0.00034147740267072302
leaf_weight=0.0010461872588275649 0.0010138076742659133 0.001033491977781611 0.0011926722468660065 0.0016620121007904628 0.0016698210872233398 0.0014388179581112381 0.0011859456908863142 0.0011008262745527374 0.0010417737141367144 0.001367878487114553 0.0010390228212261189
leaf_count=612 261 472 332 375 259 903 151 169 136 163 77
internal_value=0 3.77318e-05 7.97374e-05 2.87919e-05 8.60843e-05 0.000146607 5.88169e-05 0.000268719 -0.000122577 3.97132e-05 -2.2429e-06
internal_weight=0 0.0137461 0.0127126 0.0116988 0.0100368 0.00884409 0.00717426 0.00332579 0.00384847 0.0028067 0.00213985
internal_count=3910 3298 2826 2565 2190 1858 1599 397 1202 1066 246
is_linear=0
shrinkage=0.00196078


Tree=4942
num_leaves=11
num_cat=0
split_feature=484 133 133 4 16 52 4 2 47 3
split_gain=7.3153e-05 6.76885e-05 8.1817e-05 5.97874e-05 7.68715e-05 0.000157724 9.82365e-05 8.15343e-05 3.16918e-05 2.23899e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.065880000000000008 0.27608500000000008 -0.19424999999999998 1.0000000180025095e-35 -0.034289999999999994 0.089910000000000004 0.091930000000000012 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8 -7
right_child=1 -3 -4 -5 5 9 7 -9 -10 -11
leaf_value=-0.00050570045882569943 -0.00042048629309140794 -0.00044482298803323123 0.00048113099586879782 0.00037265430940307845 -0.00055491617511512761 0.0006882200924797383 -0.00043892804831879796 0.00046946255909981329 4.9824317376254525e-05 0.00028569928440705817
leaf_weight=0.0010486955160809034 0.001746123940582241 0.0010467343267091386 0.0016444929916217673 0.0014868124352971643 0.001595727298317209 0.0010479223801127262 0.0010037466824787287 0.0011114875944608009 0.0010370715660537738 0.0010776679702678457
leaf_count=627 141 480 548 330 546 353 182 229 67 407
internal_value=0 3.29703e-05 7.55301e-05 9.5326e-06 -5.31019e-05 4.02256e-05 -0.000158507 4.21598e-05 -0.000190561 0.000484143
internal_weight=0 0.0127978 0.0117511 0.0101066 0.00861975 0.00687362 0.00474803 0.00315231 0.00204082 0.00212559
internal_count=3910 3283 2803 2255 1925 1784 1024 478 249 760
is_linear=0
shrinkage=0.00196078


Tree=4943
num_leaves=10
num_cat=0
split_feature=150 151 160 1 12 4 13 3 15
split_gain=1.67126e-05 6.20426e-05 4.09382e-05 4.20573e-05 5.41584e-05 6.60515e-05 4.41778e-05 3.90621e-05 2.72234e-05
threshold=0.082085000000000019 -0.051109999999999996 0.041025000000000006 0.12864500000000004 0.10129000000000001 -1.0000000180025095e-35 -0.032264999999999995 -0.089974999999999986 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 -7
right_child=1 -3 -4 -5 -6 8 7 -9 -10
leaf_value=-0.0043963833497771025 0.025924944146423119 -0.0079641159645077991 -0.020926417216479823 0.018529185365835258 -0.022699560815077149 -0.021837237899001275 0.003502006149681039 0.029233765965935122 -0.0012544540345225544
leaf_weight=0.0014184337149512399 0.0010132914192212401 0.0011571210864473737 0.0010078407130659313 0.0011113653732110164 0.0011104266189405493 0.001237219612702171 0.0010560593538606756 0.0013366569832678205 0.0013370082277262387
leaf_count=985 321 192 468 255 366 213 357 429 324
internal_value=0 0.00785753 -0.0018576 0.000375232 -0.00231636 0.0012283 0.0095871 0.0178767 -0.0111469
internal_weight=0 0.00217041 0.00961501 0.00860717 0.0074958 0.00638538 0.00381115 0.00239272 0.00257423
internal_count=3910 513 3397 2929 2674 2308 1771 786 537
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=11
num_cat=0
split_feature=484 4 16 403 43 42 0 48 16 0
split_gain=6.12284e-05 4.56366e-05 4.81217e-05 5.13129e-05 4.65442e-05 5.31806e-05 0.000103918 0.000115684 4.80497e-05 0.00010046
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.38486499999999996 0.088015000000000024 0.0016850000000000001 0.088235000000000022 -0.10575999999999998 0.084795000000000023 0.15737500000000001 -0.07971499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -8
right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.00046682592115187405 -0.00042155108813771245 0.00033099610839976373 0.00066460530986580714 -0.00039175251268788942 0.00038271098883757782 0.00032143859902533146 -0.00052294479147144092 -0.00017339215334839 -0.00066998847839234391 0.00030943565215369297
leaf_weight=0.0010480285590244555 0.0010352251345029052 0.0016447455714576212 0.0011823093158960332 0.0010303513851147089 0.0015218459380293677 0.0016114442980302932 0.0012586929006799519 0.0013640790117522943 0.0010030673829454773 0.0010006058346082555
leaf_count=627 125 447 120 280 434 523 712 128 258 256
internal_value=0 2.63484e-05 -1.91717e-05 2.2599e-05 7.03428e-05 6.27766e-06 -8.11532e-05 0.000215697 -0.000312855 -0.000154297
internal_weight=0 0.0126524 0.0110076 0.0099724 0.00894204 0.0074202 0.00580875 0.00254639 0.00326237 0.0022593
internal_count=3910 3283 2836 2711 2431 1997 1474 248 1226 968
is_linear=0
shrinkage=0.00196078


Tree=4945
num_leaves=10
num_cat=0
split_feature=376 43 457 403 43 2 1 0 16
split_gain=3.18297e-05 4.48021e-05 6.66574e-05 7.7967e-05 8.5572e-05 8.49333e-05 8.63464e-05 7.11079e-05 1.01417e-05
threshold=0.048375000000000008 -0.15648499999999999 0.082870000000000013 0.082370000000000013 -0.079374999999999987 0.097940000000000013 0.095575000000000007 -0.13506999999999997 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -7 -6
right_child=-2 2 -4 -5 5 7 -8 -9 -10
leaf_value=0.0002588238204735496 0.0003189824692227506 -0.00076100628749573896 0.00026162139114561261 0.00031502088657641125 -0.00073730037833503494 -0.00022250863440604815 8.1665974035484429e-05 0.00037249616288442648 -0.00046450292600335797
leaf_weight=0.0017166679340671854 0.001068644412175958 0.001010988132063342 0.0017767157293569523 0.0011633350015566616 0.0010659710010373197 0.0014945574077535329 0.0010684479834744162 0.0015977343268960493 0.0010304306902226669
leaf_count=301 206 800 246 311 712 155 260 517 402
internal_value=0 -3.42543e-05 -8.354e-05 -0.000156274 -0.000231709 -0.000146189 -0.000372 8.49202e-05 -0.000603214
internal_weight=0 0.0119248 0.0102082 0.00843146 0.00726813 0.00625714 0.00316485 0.00309229 0.0020964
internal_count=3910 3704 3403 3157 2846 2046 1374 672 1114
is_linear=0
shrinkage=0.00196078


Tree=4946
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 0 4 2
split_gain=1.66045e-05 5.23433e-05 6.54228e-05 7.85954e-05 5.3511e-05 7.83737e-05 8.25754e-05 4.21188e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.010472737864749488 0.014566750714275224 0.018089253477459193 -0.027202740397480354 0.020920933505569173 -0.025372528867183605 0.014348970296726736 -0.028507354849764067 -0.013187937731679006
leaf_weight=0.0013254162118638323 0.0019965529664349641 0.0012171372932735175 0.0010717261124762066 0.0013707514396860236 0.0011135590873317721 0.001241511520430524 0.0014617135411661895 0.0010051581629952015
leaf_count=196 321 424 144 214 156 775 1401 279
internal_value=0 -0.00140684 -0.00396915 -0.000928566 -0.00532107 -0.00140718 -0.0100074 0.00202898
internal_weight=0 0.0104781 0.00926097 0.00818925 0.0068185 0.00570494 0.00370838 0.00224667
internal_count=3910 3714 3290 3146 2932 2776 2455 1054
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=9
num_cat=0
split_feature=2 160 16 1 4 0 0 16
split_gain=2.1089e-05 3.92526e-05 3.46953e-05 5.85267e-05 3.28158e-05 4.09841e-05 8.88543e-05 5.18562e-05
threshold=0.10274500000000002 0.087260000000000018 0.13514000000000004 0.11167500000000001 -0.08422499999999998 -0.10575999999999998 -0.084304999999999977 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6 -7 -8
right_child=2 -3 -4 -5 5 6 7 -9
leaf_value=-0.013685972974348884 0.025401169265066387 -0.020676272550216479 -0.0090970239742860313 -0.002568013987283999 0.017288462730682866 -0.023492559597087275 0.025991335847916228 -0.004154502357058886
leaf_weight=0.0014203261874525808 0.0014888623541782957 0.0010986254550590779 0.0011488263931498629 0.0015038520900705135 0.0015153118050432192 0.001276874617852356 0.0010360624120292314 0.0012701779553494748
leaf_count=583 364 316 312 335 227 811 565 397
internal_value=0 -0.00319033 0.00567567 0.0113465 -0.000243375 0.00350148 -0.00232908 0.00938831
internal_weight=0 0.00761738 0.00414154 0.00299271 0.00651875 0.00509843 0.00358311 0.00230624
internal_count=3910 2899 1011 699 2583 2000 1773 962
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=11
num_cat=0
split_feature=484 159 160 42 133 43 4 43 16 1
split_gain=7.19377e-05 6.795e-05 5.56167e-05 8.31642e-05 6.9648e-05 9.7445e-05 6.96324e-05 0.000100363 8.49179e-05 5.4129e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090359999999999982 -0.090054999999999982 0.0016850000000000001 0.0057500000000000008 -0.062599999999999989 -0.30307999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -8 -10
right_child=1 -3 3 4 5 -7 8 -9 9 -11
leaf_value=-0.00049560045557904195 -0.00039890635324164755 0.00044304912942727493 -0.00043062240836693318 -0.00038705183989548282 0.00020533564177777254 0.00062756229868790722 -0.00012928972389500084 -0.00049504266908064615 0.00018656703292317707 0.00082258603196555232
leaf_weight=0.0010673756669883809 0.0012909100515426939 0.0013933390069336684 0.0012995784624702496 0.0010020263165616853 0.0015520688023141981 0.0014174436267413593 0.0013381418215904269 0.0015950043634817789 0.0010267581246771224 0.001031081996663023
leaf_count=627 529 400 297 338 485 237 245 562 97 93
internal_value=0 3.4005e-05 -1.53273e-05 3.29246e-05 0.000100139 0.000161465 6.04923e-05 -0.000149631 0.000255215 0.000505245
internal_weight=0 0.0129464 0.011553 0.0102621 0.00896253 0.0079605 0.00654306 0.00314707 0.00339598 0.00205784
internal_count=3910 3283 2883 2354 2057 1719 1482 1047 435 190
is_linear=0
shrinkage=0.00196078


Tree=4949
num_leaves=9
num_cat=0
split_feature=1 1 1 4 52 12 4 47
split_gain=1.81141e-05 4.17576e-05 3.8639e-05 5.34659e-05 3.80303e-05 3.38997e-05 3.50991e-05 3.12969e-05
threshold=0.10420500000000001 0.092550000000000007 0.085990000000000011 -0.15796999999999997 -0.014099999999999998 0.085185000000000025 -0.013929999999999998 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 -7 -6
right_child=4 -3 -4 5 7 6 -8 -9
leaf_value=0.0092696232411933824 0.017203759639172686 -0.021482922867484405 0.013230066365438187 -0.026683781849929984 -0.012726972438315779 -0.018031606039523848 0.0081403644982340033 0.0097144457984026968
leaf_weight=0.0018059384225224667 0.0016219492127241778 0.0010486303155177717 0.0016538262887130194 0.0010792080580695625 0.0013573761640625986 0.0010125360089515457 0.0010374337134910548 0.0011462065157400894
leaf_count=146 382 406 415 596 366 907 560 132
internal_value=0 -0.00294818 1.62182e-06 -0.00443141 0.00527522 -0.0123387 -0.00478669 -0.0024527
internal_weight=0 0.00763757 0.00658894 0.00493512 0.00412553 0.00312918 0.00204997 0.00250358
internal_count=3910 3030 2624 2209 880 2063 1467 498
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=9
num_cat=0
split_feature=2 3 52 4 0 0 13 2
split_gain=1.72942e-05 3.56974e-05 3.39106e-05 5.28602e-05 5.17647e-05 7.11565e-05 6.00956e-05 2.45375e-05
threshold=0.11462500000000002 0.12046500000000002 0.11401500000000002 0.15927500000000003 -0.084304999999999977 -0.13027499999999997 -0.07409499999999998 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -8
right_child=1 -3 -4 -5 6 -7 7 -9
leaf_value=-0.0016875227822615892 0.021762542496697953 -0.0049076703288892277 -0.018939261451071311 0.016783100255739088 0.022485548716751909 -0.033197083920385589 -0.015520934918332674 0.0036017933933094777
leaf_weight=0.0019679419873741564 0.0010010468148774728 0.0010064111120587787 0.0010322206719748589 0.0015791237295532451 0.0012273443632341854 0.0011271877328263265 0.0011196698852040093 0.0016745802357677158
leaf_count=259 411 188 509 256 350 930 381 626
internal_value=0 0.0083918 -0.00180267 0.000231487 -0.00344114 -0.0131627 0.00404085 -0.00406078
internal_weight=0 0.00200746 0.00972807 0.00869585 0.00711672 0.00309513 0.00402159 0.00279425
internal_count=3910 599 3311 2802 2546 1189 1357 1007
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=9
num_cat=0
split_feature=49 52 2 133 52 4 1 15
split_gain=1.58936e-05 3.65768e-05 6.29785e-05 3.68654e-05 7.76687e-05 8.43493e-05 6.67365e-05 4.61243e-05
threshold=0.10447000000000002 0.11401500000000002 0.11260500000000001 0.089845000000000022 0.048490000000000012 -0.034289999999999994 0.086560000000000012 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.026192130426151528 0.01090623601304864 -0.017631851551411348 0.019285540354332217 -0.020134019696549071 0.021734037106856258 0.022528800509230673 -0.015971844779210428 0.010558337645142669
leaf_weight=0.0014324375340361677 0.0011886878060305582 0.0012121796742300744 0.001543261126370845 0.0010629621457282001 0.0013116039089501024 0.0011410325578650425 0.0017696861206536875 0.0010406758571968318
leaf_count=621 378 566 400 472 541 486 262 184
internal_value=0 -0.0012931 0.000836144 -0.00283372 -8.71329e-05 -0.00540319 0.00213311 -0.00614773
internal_weight=0 0.0105138 0.00930166 0.0077584 0.00669544 0.00538383 0.00395139 0.00281036
internal_count=3910 3532 2966 2566 2094 1553 932 446
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=9
num_cat=0
split_feature=1 4 2 457 3 3 4 13
split_gain=1.71861e-05 4.56906e-05 3.07696e-05 5.02532e-05 7.66392e-05 4.30494e-05 2.84691e-05 2.36878e-05
threshold=0.085990000000000011 -0.082054999999999975 0.11462500000000002 0.041935000000000007 0.090325000000000003 -0.078884999999999997 -0.00027999999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 -3 -1
right_child=2 6 -4 -5 -6 -7 -8 -9
leaf_value=-0.0051911503872409115 -0.014065778918615969 -0.027120297964561443 0.015061454848636772 0.018297134461154038 -0.028304838758725755 0.011463898058781915 -0.0050374220675976182 0.014308769806756733
leaf_weight=0.0012051786000565072 0.0010080558069176216 0.0010188900666583413 0.0016553006468461662 0.0011022861325710523 0.0010998354405357511 0.0019157759953384217 0.0013671211262940137 0.001289501591540632
leaf_count=430 505 1039 413 163 149 471 540 200
internal_value=0 -0.00457403 0.00320773 -0.000620142 -0.00580254 0.00266198 -0.0144674 0.00488837
internal_weight=0 0.00488069 0.00678125 0.00512595 0.00402367 0.00292383 0.00238601 0.00249468
internal_count=3910 2209 1701 1288 1125 976 1579 630
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=11
num_cat=0
split_feature=484 3 151 150 4 47 52 2 2 4
split_gain=6.08556e-05 4.51761e-05 3.43027e-05 7.22902e-05 6.40006e-05 4.7406e-05 7.38312e-05 0.000132975 0.000141965 9.51857e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.25367000000000006 0.09550500000000002 -0.068164999999999989 0.106035 0.091525000000000009 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 9 -8
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00046437195077972707 0.00042268821110272347 -0.0005893498028003997 0.00023896574629533133 0.00011650690111752137 0.00044468011239152656 0.00033465185472422455 2.8048953455469196e-05 -0.00084924146949562254 0.00055788152652747731 -0.00073794115505379369
leaf_weight=0.0010339845356091481 0.0010362126167729789 0.0010738931069342592 0.0019033345107766879 0.0011608294266334904 0.0013368755399250252 0.0012218414868321158 0.0014806020582342606 0.0010090834680895589 0.0010630734524366054 0.0010777028063024402
leaf_count=627 225 208 448 290 349 170 765 148 308 372
internal_value=0 3.08092e-05 -5.03982e-06 -0.000222692 4.84538e-05 -1.98456e-05 -8.61378e-05 -0.00021977 -4.43706e-05 -0.000294629
internal_weight=0 0.0123634 0.0113272 0.00223472 0.00909251 0.00775564 0.0065338 0.00463046 0.00362138 0.0025583
internal_count=3910 3283 3058 498 2560 2211 2041 1593 1445 1137
is_linear=0
shrinkage=0.00196078


Tree=4954
num_leaves=10
num_cat=0
split_feature=47 47 159 12 1 3 13 42 4
split_gain=1.61906e-05 4.72275e-05 3.24233e-05 5.71268e-05 5.28565e-05 0.000107599 6.01111e-05 8.17389e-05 7.18581e-05
threshold=0.11669500000000001 0.09550500000000002 0.08764000000000001 0.10129000000000001 0.11215000000000001 0.094625000000000015 -0.084184999999999996 0.088235000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.023561148688540604 -0.011611316654160975 0.021684315807997002 0.014481370769216451 -0.024576456756902558 -0.021059195463841579 0.032127648506976927 0.0058371493129409516 0.026037185858376711 -0.026622620029964829
leaf_weight=0.0010791257078896525 0.0010975223175061404 0.0010126600313792441 0.0011813574122137216 0.0010891254942982037 0.0010259522194960378 0.001080749189244723 0.0019217110572452133 0.0011170316161930867 0.0010571893846661258
leaf_count=686 179 210 498 379 244 135 876 507 196
internal_value=0 0.00114975 -0.00102718 -0.00321586 -2.09725e-05 0.0034293 -0.00256401 0.00296795 -0.00568258
internal_weight=0 0.0105649 0.00955224 0.00837088 0.00728176 0.00625581 0.00517506 0.00409593 0.0029789
internal_count=3910 3731 3521 3023 2644 2400 2265 1579 1072
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=11
num_cat=0
split_feature=484 159 49 51 0 2 2 16 133 12
split_gain=6.74703e-05 4.08612e-05 4.18023e-05 4.43473e-05 6.58723e-05 6.49872e-05 8.12097e-05 4.70843e-05 4.59391e-05 2.6369e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10447000000000002 0.08955500000000001 -0.18087499999999998 0.10393500000000001 0.092340000000000019 0.0032450000000000005 -1.0000000180025095e-35 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00049188382848070855 0.00042039897439580324 0.00036006521511210192 0.00034337787897494054 -0.00042008589310549218 -0.00033029098933125175 -0.00044114727544706091 0.00044720308348088461 -0.00043014858412496356 0.00035822905768482561 -6.2086320680924511e-05
leaf_weight=0.0010186789176752148 0.0012227002372556832 0.0013135724185394616 0.001173677433965392 0.0010949239935960789 0.0010143889542247046 0.001461968812609067 0.0013293551044499018 0.001236833219538244 0.0012809875973326277 0.0010395550407841345
leaf_count=627 124 400 290 284 604 379 308 208 261 425
internal_value=0 3.34381e-05 -6.08951e-06 -4.84585e-05 -1.06579e-06 -7.10534e-05 2.06352e-05 -0.0001034 1.77819e-05 0.000169936
internal_weight=0 0.012168 0.0108544 0.00968071 0.00858579 0.00736309 0.00590112 0.00457176 0.00333493 0.00232054
internal_count=3910 3283 2883 2593 2309 2185 1806 1498 1290 686
is_linear=0
shrinkage=0.00196078


Tree=4956
num_leaves=7
num_cat=0
split_feature=42 133 15 1 3 2
split_gain=1.68991e-05 4.0609e-05 5.50043e-05 4.42697e-05 7.47913e-05 3.56062e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.094485000000000013 0.11265500000000002 0.088820000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.017096567472806988 -0.0089849740403321037 0.014294292514581445 -0.018111397283321465 0.025578408181942354 -0.00448365572753983 0.0049875711615094166
leaf_weight=0.0015037500476974021 0.0017914800698847428 0.0020000272788884702 0.0016154943858268612 0.0016514032205345282 0.0016589595609638216 0.001418992180838227
leaf_count=332 832 923 824 387 252 360
internal_value=0 0.00157388 -0.00166761 0.00259428 0.0105131 -0.00637471
internal_weight=0 0.00984863 0.0078486 0.00623311 0.00331036 0.00292274
internal_count=3910 3078 2155 1331 639 692
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 13 0 12 3
split_gain=4.52771e-05 5.95947e-05 5.71238e-05 0.000114175 4.89782e-05 3.81688e-05 5.15334e-05 5.12331e-05 2.89594e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 -0.014114999999999997 -0.10209999999999998 0.088375000000000023 -0.08428999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -8
right_child=-2 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.0004370815663471522 -0.00040715402199333886 0.00041790212145032836 0.0001002937548589168 0.00050396867922381449 -0.00035315365923300248 -0.00011930548050249437 0.0001201353768337909 -0.00050807285168860098 0.00057327762268336469
leaf_weight=0.0011622714712403578 0.0010286677499132058 0.0013001030785836374 0.0010773206124200436 0.0015847237008062625 0.0018369545167532262 0.0018165330064876251 0.0011840085718932232 0.0010518063579322569 0.0010003387194534377
leaf_count=275 161 388 810 130 692 139 493 634 188
internal_value=0 2.14646e-05 -2.66417e-05 2.33015e-05 -7.23089e-05 1.18507e-05 0.00012472 -0.000200244 0.000327655
internal_weight=0 0.0120141 0.010714 0.00955169 0.00796696 0.00613001 0.00400088 0.00212913 0.00218435
internal_count=3910 3749 3361 3086 2956 2264 820 1444 681
is_linear=0
shrinkage=0.00196078


Tree=4958
num_leaves=11
num_cat=0
split_feature=484 4 16 2 133 52 0 4 1 2
split_gain=5.60085e-05 4.90861e-05 5.63905e-05 5.41799e-05 7.6843e-05 5.91798e-05 8.4039e-05 8.00992e-05 8.68228e-05 3.73329e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.38486499999999996 0.11043500000000002 0.090085000000000012 0.089525000000000007 -0.053834999999999994 0.05309500000000001 0.088495000000000018 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00044127599432225987 -0.00045520437374003205 0.00034789494109888942 0.000384731726707461 0.00033682552384650596 -0.00051326420360341693 0.00040286322065521686 -0.00055871317623039786 0.00047092496621323096 -0.00057270955921381525 -0.00013195471492396176
leaf_weight=0.0010481587907301909 0.0010227978390548948 0.0016299543515025028 0.0010458178946376696 0.0017921600296856464 0.0011338689940226651 0.0013669258429439071 0.0010275787260451592 0.0013101209306529381 0.0010318002174901407 0.0011064798338980839
leaf_count=627 125 447 368 372 503 425 211 105 307 420
internal_value=0 3.06481e-05 -1.70655e-05 2.85931e-05 -4.02627e-05 3.75923e-05 -5.28308e-05 6.28365e-05 -0.000105075 0.000119107
internal_weight=0 0.0124675 0.0108376 0.00981475 0.00802259 0.00688872 0.0055218 0.00449422 0.0031841 0.0021523
internal_count=3910 3283 2836 2711 2339 1836 1411 1200 1095 788
is_linear=0
shrinkage=0.00196078


Tree=4959
num_leaves=10
num_cat=0
split_feature=52 1 484 457 0 3 2 13 1
split_gain=1.66435e-05 3.75375e-05 3.55746e-05 5.98372e-05 0.000112095 4.59226e-05 0.000117818 5.34922e-05 2.21867e-05
threshold=-0.27466499999999994 0.11561500000000001 0.073820000000000011 0.082870000000000013 -0.10209999999999998 -0.078884999999999997 0.094010000000000024 -1.0000000180025095e-35 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 -6 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.012330405378006856 -0.038073174421812683 0.014404602965558129 0.015176902283489691 0.015329744205507598 -0.026044883545581599 0.032012927634527504 -0.013776960236711992 0.0053761425875205561 -0.017055419437027958
leaf_weight=0.0010098685611582151 0.0010008001657668816 0.0017691727155099346 0.0011130431908603642 0.0013353217262470204 0.0010246575061052168 0.0012199898948521176 0.0010417263779380365 0.001149796733644732 0.0010082292609252946
leaf_count=425 278 504 370 202 1033 354 299 302 143
internal_value=0 0.00110155 -0.00154479 -0.00393692 -0.0079286 0.000946314 0.0109225 -0.00943023 -0.0275254
internal_weight=0 0.0106627 0.00889356 0.00778052 0.0064452 0.00443617 0.00226172 0.00217445 0.00200903
internal_count=3910 3485 2981 2611 2409 1988 653 1335 421
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 0 4 2
split_gain=1.69891e-05 4.19662e-05 7.17027e-05 5.42963e-05 4.32374e-05 7.9766e-05 6.70858e-05 3.41119e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.01068970664027555 0.015607986523858364 0.016104477925456859 -0.02819004298558608 0.017857478105062666 -0.02232250291105578 0.013281937854013326 -0.026265725644910694 -0.011561332072005916
leaf_weight=0.0013060294028991214 0.0019647094519018066 0.00120719551938439 0.001059694377222792 0.0013402279425049832 0.0010994537581823054 0.0011663785376213849 0.0014308324286177736 0.0010504781411704023
leaf_count=196 321 424 144 214 156 760 1401 294
internal_value=0 -0.00141593 -0.00373716 -0.000519036 -0.00418847 -0.000636065 -0.0093854 0.00150972
internal_weight=0 0.010319 0.00911177 0.00805208 0.00671185 0.0056124 0.00364769 0.00221686
internal_count=3910 3714 3290 3146 2932 2776 2455 1054
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 151 1 0 0 0
split_gain=6.78784e-05 5.79316e-05 7.28781e-05 0.000129986 0.000158704 0.000126568 9.92365e-05 7.5308e-05 6.44886e-05 0.000126906
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.053834999999999994 -0.10209999999999998 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00048771287501053306 -0.00058461868813506983 -0.00040494689404585107 -0.00042508258769999926 0.00041287487331453899 0.0010396251143006637 -0.00048621157406325847 0.00044890626357135604 -0.00023078777432853831 0.00058981071146642513 -0.00036329000926967015
leaf_weight=0.0010347383021996831 0.0013415911197932288 0.0010566109557569063 0.0010231887697923171 0.0018029069422044876 0.0010884833800169878 0.0011612774994167836 0.0018933251968781635 0.0011412123001619131 0.0010180918627334123 0.0011368990601311605
leaf_count=627 218 480 341 525 91 176 286 279 434 453
internal_value=0 3.46061e-05 7.46197e-05 0.000122928 0.000399894 -4.75582e-05 9.07473e-05 0.000163376 -0.000113733 8.69876e-05
internal_weight=0 0.0126636 0.011607 0.0105838 0.0040326 0.00655118 0.00520959 0.00294412 0.00331627 0.00215499
internal_count=3910 3283 2803 2462 895 1567 1349 804 1063 887
is_linear=0
shrinkage=0.00196078


Tree=4962
num_leaves=10
num_cat=0
split_feature=4 12 3 4 0 3 15 3 4
split_gain=1.92471e-05 3.07768e-05 5.12014e-05 5.68057e-05 5.46236e-05 6.74566e-05 6.2115e-05 4.61616e-05 3.2046e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 0.083935000000000023 -1.0000000180025095e-35 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9
right_child=-2 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.017485810546102102 0.010570621461262432 -0.02272497517863516 0.020775301523863497 -0.026027015667665632 0.021241008637111838 -0.021661862628025708 0.020319655628920252 -0.009775971994252293 0.014597777905674762
leaf_weight=0.0010902363319604718 0.0014866812500317775 0.0011791546026235084 0.0010759720299485876 0.001034045159220863 0.0011193637442120158 0.0011208350740243445 0.0013456537287612406 0.0010032171399815509 0.001166804040061642
leaf_count=300 441 241 101 531 215 997 942 73 69
internal_value=0 -0.00161355 0.000299596 -0.002465 0.0010534 -0.00293162 0.00221916 -0.00518225 0.00332961
internal_weight=0 0.0101353 0.00904505 0.00796907 0.00678992 0.00567056 0.00463651 0.00329086 0.00217002
internal_count=3910 3469 3169 3068 2827 2612 2081 1139 142
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=11
num_cat=0
split_feature=484 133 133 3 3 49 16 0 4 15
split_gain=7.18868e-05 4.20158e-05 6.7637e-05 5.47491e-05 0.000111633 5.95694e-05 5.13688e-05 6.86869e-05 1.10091e-05 3.5984e-06
threshold=-1.0000000180025095e-35 0.10599500000000002 0.065880000000000008 -0.10315499999999998 -0.078884999999999997 -0.006494999999999999 -0.19424999999999998 -0.084074999999999997 -0.06272999999999998 -0.087044999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 9 -7 -8 -2 -6
right_child=1 -3 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.00051064906629997426 0.0001407313878330436 -0.00034640686712457375 0.00045113508049781547 -0.00067571556372921979 -0.00017132599528890945 -0.00020578948983032244 0.00056548726642315626 -5.41124046946201e-06 0.00042539550661909202 -0.00033750864302061438
leaf_weight=0.0010027922580749709 0.0010040644228942099 0.0010129507318676753 0.0015461851109842559 0.0010111935785051965 0.0010017505238143869 0.0011318969579435512 0.0016169375612140014 0.0016240532642230003 0.001088680627277099 0.0010020654671268519
leaf_count=627 191 480 548 822 100 181 224 395 174 168
internal_value=0 3.57643e-05 7.08715e-05 8.85481e-06 -7.04495e-05 2.55313e-05 0.00015382 0.000279411 0.000288818 -0.00025443
internal_weight=0 0.0120398 0.0110268 0.00948064 0.0073879 0.0063767 0.00437289 0.00324099 0.00209275 0.00200382
internal_count=3910 3283 2803 2255 1890 1068 800 619 365 268
is_linear=0
shrinkage=0.00196078


Tree=4964
num_leaves=11
num_cat=0
split_feature=41 4 0 47 42 49 15 15 16 43
split_gain=6.20066e-05 6.06833e-05 0.000132333 9.2261e-05 5.89344e-05 0.000135999 6.90281e-05 0.000195718 0.00012886 4.30551e-05
threshold=0.075585000000000013 -0.49837999999999999 -0.017269999999999997 0.087850000000000025 0.091330000000000008 -0.07107999999999999 0.085285000000000014 -0.0089749999999999986 -0.072804999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 -5
right_child=-2 2 -4 9 -6 6 -8 -9 -10 -11
leaf_value=-0.00043083666683733148 -0.00046969151263341852 -0.00051242942079378145 0.00061641581154029616 -0.0006262704858479277 0.00052849338950963862 0.00029133903129796698 -0.00026224252204711798 0.00080227858289901141 -0.00058259378253616798 -0.00011265806799717413
leaf_weight=0.0010121693213818754 0.0010281770623189303 0.0014154082396451335 0.001488618330626819 0.0010938208979740505 0.0010503093863485696 0.0016837777756949883 0.0011396917023927802 0.0016957974540553165 0.0010551682027132303 0.0014718832155664002
leaf_count=161 221 256 248 269 631 379 699 395 501 150
internal_value=0 3.03592e-05 6.89561e-05 -7.88436e-06 9.54244e-05 3.03505e-05 0.000168168 0.00027878 -4.53402e-05 -0.000331623
internal_weight=0 0.0131066 0.0120945 0.0106059 0.00804015 0.00698984 0.00557444 0.00443474 0.00273895 0.0025657
internal_count=3910 3689 3528 3280 2861 2230 1974 1275 880 419
is_linear=0
shrinkage=0.00196078


Tree=4965
num_leaves=12
num_cat=0
split_feature=484 42 15 43 16 16 52 52 3 1 52
split_gain=0.000152488 7.58609e-05 7.93307e-05 7.60494e-05 0.000102979 0.000113324 0.000105523 0.000106619 7.85891e-05 7.24313e-05 2.35821e-05
threshold=-0.0043499999999999988 0.10269500000000001 -0.106555 0.12512500000000001 -0.19424999999999998 0.3935300000000001 0.0033900000000000002 -0.068164999999999989 0.0039000000000000003 0.11198000000000001 0.095040000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 7 8 -6 -2 -8
right_child=1 -3 3 -5 5 -7 10 -9 -10 -11 -12
leaf_value=-0.00073560916110026119 0.00011298873812360886 -0.00047215648731683846 -0.00054299541681535372 0.00050021770988403649 0.00063015838811701609 -0.0005725455420513844 0.00029575074294650472 -0.00040013656788680365 -7.5021430378295961e-05 0.00079513229875794302 0.00070716147861248232
leaf_weight=0.0010375051464124639 0.0014081717017012121 0.0010096535201205179 0.0013805690290596912 0.0010797089359402415 0.0010516819567258778 0.0010055929148870529 0.0011340676708564319 0.001834928042731194 0.0014389610613396928 0.0010407805452187133 0.0010151609047867501
leaf_count=612 261 402 180 157 342 258 448 497 131 243 379
internal_value=0 4.46655e-05 8.67823e-05 8.90631e-06 -5.096e-05 3.98492e-05 0.000134959 -4.14855e-05 0.000222743 0.000402893 0.000490075
internal_weight=0 0.0133993 0.0123896 0.00994067 0.00886096 0.00748039 0.0064748 0.00432557 0.00249064 0.00244895 0.00214923
internal_count=3910 3298 2896 2392 2235 2055 1797 970 473 504 827
is_linear=0
shrinkage=0.00196078


Tree=4966
num_leaves=10
num_cat=0
split_feature=484 3 15 151 43 47 52 3 2
split_gain=5.60318e-05 4.5727e-05 7.33969e-05 4.31537e-05 6.28732e-05 6.60748e-05 5.73741e-05 7.93741e-05 6.13731e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -1.0000000180025095e-35 -0.0088999999999999982 -0.092484999999999984 0.09550500000000002 -0.068164999999999989 -0.077689999999999995 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -8 -9
right_child=1 3 -4 4 5 -7 7 8 -10
leaf_value=-0.00044254278380154529 0.00067652579333871545 -0.00028933281926152711 -1.5991617536974229e-06 -0.0004225954190660907 0.00030739345224292393 0.000504148319666067 0.00028807453351568398 -0.00069312461847355203 -7.6607175368527134e-05
leaf_weight=0.0010378019628556065 0.0010096300912489581 0.0019622816926760612 0.0015645982052722614 0.0010036127567222769 0.0017262534245834796 0.0012824536670791257 0.0012285291690171244 0.0010155301662347243 0.0015970988274035547
leaf_count=627 180 457 270 298 378 178 863 298 361
internal_value=0 3.17611e-05 0.000264366 -2.92406e-05 3.57464e-05 0.000102901 1.04732e-05 -0.000122966 -0.000316248
internal_weight=0 0.01239 0.00257423 0.00981576 0.00785348 0.00684987 0.00556741 0.00384116 0.00261263
internal_count=3910 3283 450 2833 2376 2078 1900 1522 659
is_linear=0
shrinkage=0.00196078


Tree=4967
num_leaves=11
num_cat=0
split_feature=484 3 151 4 150 2 2 13 2 12
split_gain=6.63041e-05 4.91735e-05 4.69064e-05 6.90861e-05 6.06352e-05 5.57574e-05 9.80404e-05 6.27892e-05 0.000102241 4.85989e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.25367000000000006 0.082965000000000025 0.106035 0.091985000000000011 0.0024700000000000004 0.085355000000000014 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 7 8 9 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00049077275096714426 0.00042987201844080745 -0.00059994517543201587 4.7182045763828636e-05 0.00045898467769211755 4.8241876810997805e-05 -0.00032010613167962913 0.00052761611743204365 -0.00049347015530728838 -0.000395465453286855 0.00061609236302974434
leaf_weight=0.0010236094328633467 0.0010718214744310913 0.0010739522960492927 0.0013060982114130124 0.0013677283160850899 0.0011479542334907927 0.0018126356439818218 0.001395663776876944 0.0010250804980939956 0.0012524624890562744 0.0010345804535382089
leaf_count=627 225 208 343 349 290 349 397 222 458 442
internal_value=0 2.83142e-05 -9.38657e-06 5.23995e-05 -0.000265058 -1.86535e-05 7.22069e-05 -6.54215e-05 5.66958e-05 0.000298641
internal_weight=0 0.012488 0.0114162 0.00919425 0.00222191 0.00782652 0.00601389 0.00461822 0.00359314 0.00234068
internal_count=3910 3283 3058 2560 498 2211 1862 1465 1243 785
is_linear=0
shrinkage=0.00196078


Tree=4968
num_leaves=9
num_cat=0
split_feature=47 4 4 2 4 0 52 2
split_gain=1.70957e-05 5.62732e-05 5.66778e-05 5.0018e-05 4.33427e-05 4.26869e-05 8.85219e-05 8.97673e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.11043500000000002 0.0057500000000000008 -0.089879999999999974 -0.014099999999999998 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.020282974413993224 -0.012578494086976519 0.01664904010708845 -0.022039524210299328 0.018394659182150479 0.015897032962666098 0.022992298602780112 0.0064894477963116821 -0.03129819184695181
leaf_weight=0.001573437593648822 0.0010011572243068907 0.0019101664221430744 0.0012467315522502664 0.0013532166806122427 0.0010334630193665597 0.0011087058479795184 0.0013666706225417165 0.0011641861571939733
leaf_count=516 145 500 308 320 169 616 967 369
internal_value=0 0.00108359 -0.00227739 0.000964603 -0.0028114 -0.00652029 -0.000570477 -0.0108927
internal_weight=0 0.0107566 0.00884641 0.00759968 0.00624646 0.005213 0.00363956 0.00253086
internal_count=3910 3765 3265 2957 2637 2468 1952 1336
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 3 16 52 0
split_gain=6.36312e-05 5.18729e-05 8.58686e-05 8.13077e-05 7.34159e-05 9.78989e-05 9.55094e-05 6.16246e-05 6.74784e-05 0.000126652
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.065880000000000008 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.19424999999999998 -0.074484999999999982 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00047774076848861144 -0.00043570651031467128 -0.0003958878458206623 0.00040200350416541255 0.0005457319695577077 -0.00059861428293340275 0.00055261069429944469 -0.00043676146634688567 -0.00028178742200624286 0.00078878835638162724 -0.00015080455494826731
leaf_weight=0.0010511264827246592 0.0011942919804473354 0.0010359328193855688 0.001802461158907892 0.0014758001331475175 0.0010345200292557269 0.0011875219544606776 0.0012809106053460681 0.0013477759891805741 0.0010068957633309103 0.001219679879436768
leaf_count=627 348 480 275 498 688 388 200 195 77 134
internal_value=0 2.44345e-05 6.21342e-05 0.000119549 4.87187e-05 -4.12566e-05 5.41626e-05 -6.77501e-05 6.44895e-05 0.000274096
internal_weight=0 0.0125858 0.0115499 0.0103556 0.00887977 0.0070773 0.00604278 0.00485526 0.00357435 0.00222658
internal_count=3910 3283 2803 2455 1957 1682 994 606 406 211
is_linear=0
shrinkage=0.00196078


Tree=4970
num_leaves=10
num_cat=0
split_feature=484 133 133 16 4 0 52 48 49
split_gain=6.27292e-05 4.19987e-05 6.75511e-05 5.23809e-05 9.51392e-05 8.98449e-05 7.17039e-05 5.50286e-05 2.70926e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.065880000000000008 -0.008069999999999999 -0.077889999999999987 -0.10209999999999998 -0.072349999999999984 0.016865000000000002 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -5 -6 -9
right_child=1 -3 -4 6 5 -7 -8 8 -10
leaf_value=-0.00047599939576657122 -0.00061135857501544498 -0.00035435332599007691 0.00044312829590402377 -6.1916587620213876e-05 -0.00044076571916219168 0.00043558820241874522 0.00050217281077531858 0.00027883128408679375 -0.00016292784312442533
leaf_weight=0.001027956903699701 0.0011649092972670959 0.0010115207486854532 0.0015478444114270544 0.0019115685657238467 0.0014898521583225433 0.0013848381491251742 0.0015845286199264879 0.0010309796892047363 0.0011067123375524263
leaf_count=627 564 480 548 460 231 538 278 78 106
internal_value=0 2.83116e-05 6.28063e-05 1.95078e-06 -0.000106597 1.07132e-05 0.000193744 -0.000151486 5.01266e-05
internal_weight=0 0.0122328 0.0112212 0.00967339 0.00617729 0.00501238 0.0034961 0.00362754 0.00213769
internal_count=3910 3283 2803 2255 1517 953 738 415 184
is_linear=0
shrinkage=0.00196078


Tree=4971
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 150 4 15 42 0
split_gain=6.26015e-05 4.58919e-05 0.000107431 5.34248e-05 8.67248e-05 7.62008e-05 6.98931e-05 5.67751e-05 6.5251e-05 2.91741e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 -0.23071499999999998 0.088615000000000013 0.084100000000000022 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00047280067784877667 -0.00040622129202285898 -0.00037435583503282933 0.00063721490529073754 -0.000416530627556205 0.00047241014359358075 -0.00049604982338299485 0.000639345559002667 -0.00021398355040398606 -0.00012625900058669905 0.00024166087542030104
leaf_weight=0.0010446899610998357 0.0011137184190542137 0.0010084253662961317 0.0011258502776394152 0.0010551077746338081 0.0015451119134110916 0.0011759014168353892 0.0012235570688797963 0.0013575619761969793 0.001253495464114763 0.0016871441869285187
leaf_count=627 261 137 368 165 117 205 135 689 518 688
internal_value=0 2.67698e-05 6.183e-05 -3.88844e-07 4.82226e-05 -3.63172e-05 4.588e-05 0.000134238 0.000247761 0.000408834
internal_weight=0 0.0125459 0.0115374 0.0104116 0.00929788 0.00775277 0.00657687 0.00552176 0.0041642 0.0029107
internal_count=3910 3283 3146 2778 2517 2400 2195 2030 1341 823
is_linear=0
shrinkage=0.00196078


Tree=4972
num_leaves=11
num_cat=0
split_feature=484 3 15 151 0 12 0 4 47 49
split_gain=8.22244e-05 4.90483e-05 7.19574e-05 4.35316e-05 6.67505e-05 9.07619e-05 0.000124853 0.000115434 3.29668e-05 6.22439e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -1.0000000180025095e-35 -0.044604999999999992 -0.10071499999999999 0.089745000000000005 -0.053834999999999994 -0.077679999999999985 0.078345000000000012 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 8 7 -7 -6 9 -5
right_child=1 3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00052794731100780519 0.00067172109180376187 -0.00032108375204574106 1.3574287485342009e-05 1.7055062621713172e-05 -4.6257984037090556e-06 0.00054973488098466658 -0.00036269694038654356 -0.00084770168333896036 -3.7060651100154397e-05 0.00063008062980180715
leaf_weight=0.0010827343986500966 0.0010479863090897465 0.0016291481394499407 0.0016353328743508434 0.0011741302530386103 0.0013943718061711222 0.0013275840486159391 0.001019244012564177 0.0011307435758792931 0.0012668119185211615 0.0013914587987865338
leaf_count=627 180 416 270 107 593 760 145 503 85 224
internal_value=0 3.44191e-05 0.000270617 -2.69151e-05 2.8143e-05 -0.000124148 0.000153459 -0.000382154 0.000221743 0.000349532
internal_weight=0 0.0130168 0.00268332 0.0103335 0.00870434 0.00487194 0.00234683 0.00252512 0.0038324 0.00256559
internal_count=3910 3283 450 2833 2417 2001 905 1096 416 331
is_linear=0
shrinkage=0.00196078


Tree=4973
num_leaves=12
num_cat=0
split_feature=484 474 48 0 13 3 160 13 52 16 0
split_gain=0.000192112 8.77048e-05 9.21615e-05 0.000110289 7.01738e-05 8.64634e-05 6.72324e-05 0.000109471 6.87205e-05 7.27862e-05 0.000109141
threshold=-0.0043499999999999988 0.084655000000000022 0.092755000000000018 -0.15007499999999999 -0.094679999999999986 -0.053439999999999994 0.031805000000000007 -0.016579999999999998 0.089525000000000007 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -6 9 10 -9
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00081750796383933818 0.0006580184170049576 0.00056841354858075898 -6.0309199676011106e-05 0.0007836409320407516 -0.00074798177675552263 -9.876808713396202e-05 0.00018473252303492939 -0.00054328500399956903 0.00025367901815791992 -0.00063886700049843354 0.00030837349339916465
leaf_weight=0.0010562686759991282 0.0010014796150302819 0.0011502510697094679 0.0012211120199018509 0.001161702501102869 0.0013651129559328155 0.001380535565940188 0.0016840090002506469 0.0010154596041350673 0.0013647600908278535 0.0012793987125847015 0.0013444848686558816
leaf_count=612 172 318 77 266 983 141 287 87 255 280 432
internal_value=0 4.97517e-05 3.20868e-06 0.000351145 -7.62402e-05 0.000219411 -0.000163689 -0.000255811 -0.000121547 -0.000262258 -5.80863e-05
internal_weight=0 0.0139683 0.0128181 0.00238281 0.0104352 0.00238202 0.00805323 0.00636922 0.0050041 0.00363934 0.00235994
internal_count=3910 3298 2980 343 2637 313 2324 2037 1054 799 519
is_linear=0
shrinkage=0.00196078


Tree=4974
num_leaves=11
num_cat=0
split_feature=484 3 151 0 1 2 2 4 3 16
split_gain=5.74258e-05 3.76706e-05 3.63093e-05 4.46005e-05 4.2768e-05 9.61288e-05 0.000132524 5.71362e-05 6.61864e-05 3.94463e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.044604999999999992 -0.23029999999999998 0.11215000000000001 0.106035 0.092340000000000019 -1.0000000180025095e-35 -0.084129999999999996 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5 -6
right_child=1 2 3 4 9 -7 -8 -9 -10 -11
leaf_value=-0.00045338503081639994 0.00038862251287789709 -0.00026249442079958788 0.00042736428503843221 -0.00035303998096525762 0.00052183954108622906 -0.00054750659783450891 0.00055053475802712326 -0.00050012144906823254 0.00031231223131756555 -2.2066667926769528e-05
leaf_weight=0.0010262285913335998 0.0010286531973161357 0.0017543803980569943 0.0010417125546039524 0.0010204659897566375 0.0010006356367353703 0.0013461281144756514 0.0014160666064601223 0.0012318111181782799 0.0013162076726397339 0.0010511945081896359
leaf_count=627 225 457 67 559 263 316 403 200 635 158
internal_value=0 2.95509e-05 -3.4908e-06 4.47244e-05 -2.82707e-06 -8.25619e-05 4.30011e-05 -0.000158401 2.17414e-05 0.000243185
internal_weight=0 0.0122073 0.0111786 0.00942422 0.00838251 0.00633068 0.00498455 0.00356848 0.00233667 0.00205183
internal_count=3910 3283 3058 2601 2534 2113 1797 1394 1194 421
is_linear=0
shrinkage=0.00196078


Tree=4975
num_leaves=9
num_cat=0
split_feature=49 47 4 15 52 2 2 1
split_gain=1.57072e-05 3.60753e-05 5.40662e-05 5.99941e-05 5.09997e-05 3.80444e-05 6.86274e-05 1.84625e-05
threshold=0.10447000000000002 0.087850000000000025 0.15927500000000003 0.088615000000000013 -0.092084999999999986 0.095195000000000016 0.086650000000000019 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -3
right_child=-2 7 -4 -5 5 -7 -8 -9
leaf_value=-0.018237941608958887 0.010627082191840909 -0.022621409562583215 0.017813551385055866 -0.024248637664218212 -0.0011400760363570095 -0.0056967826219305705 0.028876585050300625 -0.0038272240619477839
leaf_weight=0.0010631815648884041 0.0012206843492590476 0.0010347749992692503 0.001646219321143577 0.0010595005356704833 0.001652323412236776 0.0017759725808040305 0.0014130733863150543 0.0010561996707598303
leaf_count=436 378 249 464 822 725 296 414 126
internal_value=0 -0.00134596 0.00151528 -0.00233744 0.00159426 0.00594948 0.0126969 -0.013128
internal_weight=0 0.0107012 0.00861027 0.00696405 0.00590455 0.00484137 0.0030654 0.00209097
internal_count=3910 3532 3157 2693 1871 1435 1139 375
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=8
num_cat=0
split_feature=14 15 13 13 160 1 16
split_gain=1.63289e-05 4.15247e-05 3.89955e-05 5.39442e-05 5.02426e-05 6.99859e-05 3.73665e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.09547499999999999 -0.032264999999999995 -0.054789999999999998 0.092550000000000007 -0.089559999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.012219919474414278 0.015676814784113671 0.011140399329944824 -0.020579222748894999 0.02007447685388512 0.017646797378098201 -0.020288283180264138 -0.0053067209758887388
leaf_weight=0.001017788548501355 0.0016423238508654408 0.0019107349933382136 0.0016885374966601318 0.0010042117018603091 0.0012916032117639227 0.0017613141395587395 0.0015729254769744256
leaf_count=196 505 299 1471 252 160 384 643
internal_value=0 0.00102602 -0.00158103 -0.00490234 -0.000200608 -0.00460207 0.00504292
internal_weight=0 0.0108717 0.00922933 0.00731859 0.00563005 0.00462584 0.00286453
internal_count=3910 3714 3209 2910 1439 1187 803
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=12
num_cat=0
split_feature=484 133 133 3 3 49 43 3 4 150 4
split_gain=6.42008e-05 6.12488e-05 9.52553e-05 6.82055e-05 0.000159173 6.88084e-05 5.70595e-05 7.47007e-05 3.14485e-05 2.79992e-05 1.83171e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.065880000000000008 -0.10315499999999998 -0.078884999999999997 -0.006494999999999999 -0.074254999999999988 0.084925000000000014 0.056740000000000006 0.091630000000000003 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 9 -7 -8 -9 -6 -2
right_child=1 -3 -4 4 5 6 7 8 -10 -11 -12
leaf_value=-0.00047452065034982448 0.00010423438761254115 -0.00042679392609792975 0.00050712447758722093 -0.0007919186097631361 -0.00050197153852477321 0.00054821062873387446 -0.00029526657078138166 0.00051416918457874582 3.0345859678789302e-05 -4.8878458445863068e-05 0.00046393445921374482
leaf_weight=0.0010764099010220967 0.0010013036016840965 0.0010611229832832312 0.0016157172468266199 0.0010758308257511132 0.0010467333144915684 0.0010777949449413604 0.0015257349315423987 0.0010525593443289627 0.0010142235238729562 0.0010507180620039289 0.0011925498141576499
leaf_count=627 182 480 548 822 148 157 393 131 119 120 183
internal_value=0 2.42009e-05 6.52679e-05 -5.85725e-06 -9.13391e-05 2.00278e-05 0.000152523 3.38126e-05 0.000276745 -0.000274995 0.000299763
internal_weight=0 0.0127143 0.0116532 0.0100374 0.00784359 0.00676776 0.00467031 0.00359252 0.00206678 0.00209745 0.00219385
internal_count=3910 3283 2803 2255 1890 1068 800 643 250 268 365
is_linear=0
shrinkage=0.00196078


Tree=4978
num_leaves=10
num_cat=0
split_feature=484 52 52 47 48 2 2 2 12
split_gain=5.59122e-05 4.71769e-05 4.79118e-05 3.45742e-05 6.41955e-05 0.00012199 8.65888e-05 9.78569e-05 0.000140217
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.088035000000000016 0.11260500000000001 0.10113500000000002 0.086650000000000019 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -3
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00044971205239327066 -8.1039016477817518e-05 -0.00071371852467590365 0.00042649346138167962 0.00020999806285051272 -0.0004690908429068271 0.00059221736272018334 -0.00062949947492854381 0.00031966980175298639 0.00025605415075677628
leaf_weight=0.001046076427945416 0.0011495510102499857 0.0012813598115240406 0.0018922284029763829 0.0016742831701373724 0.0014743800827984608 0.001060160880179158 0.0010881122583960975 0.0019078192427490191 0.0010372260425528322
leaf_count=627 379 464 430 198 203 290 156 641 522
internal_value=0 2.20969e-05 0.000234686 -4.58048e-05 -0.00010037 -1.50898e-05 -0.000136238 -9.24474e-06 -0.000279888
internal_weight=0 0.0125651 0.00304178 0.00952334 0.00784906 0.00637468 0.00531452 0.00422641 0.00231859
internal_count=3910 3283 809 2474 2276 2073 1783 1627 986
is_linear=0
shrinkage=0.00196078


Tree=4979
num_leaves=11
num_cat=0
split_feature=484 3 151 150 4 52 0 0 43 2
split_gain=7.83502e-05 3.95503e-05 3.93127e-05 7.26417e-05 6.82444e-05 4.00072e-05 0.000101441 8.90787e-05 7.08634e-05 5.76525e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.27020000000000005 -0.068164999999999989 -0.10209999999999998 -0.083424999999999985 0.013605000000000001 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 -7 -8 -9 -4
right_child=1 2 4 -5 -6 6 7 8 -10 -11
leaf_value=-0.00052600650043251257 0.00040133613021276404 -0.00060229462828140744 -0.0001193970844911058 0.00011257576099696577 0.00054133068978957791 -0.00053042183456432986 0.00046960347227216655 -0.00037893464636462029 0.00027477316140081347 0.0004794255216416536
leaf_weight=0.0010366867135876987 0.0010389157020150681 0.0010621448331158765 0.0011389350658455833 0.0011257060896301479 0.0010007232489535811 0.0014958861324063663 0.0013912327767683654 0.0017398909199688398 0.0010062828907048886 0.0013517822033371812
leaf_count=627 225 208 165 290 313 197 605 702 230 348
internal_value=0 3.52058e-05 1.58145e-06 -0.000234475 5.81811e-05 -1.3337e-06 -9.28282e-05 6.53845e-05 -0.000139396 0.000205601
internal_weight=0 0.0123515 0.0113126 0.00218785 0.00912473 0.00812401 0.00563329 0.00413741 0.00274617 0.00249072
internal_count=3910 3283 3058 498 2560 2247 1734 1537 932 513
is_linear=0
shrinkage=0.00196078


Tree=4980
num_leaves=9
num_cat=0
split_feature=1 42 484 160 43 150 0 0
split_gain=1.71519e-05 5.70956e-05 4.5947e-05 5.34511e-05 5.16785e-05 3.73918e-05 5.15138e-05 5.57647e-05
threshold=0.12263000000000002 0.092145000000000019 0.084225000000000008 -1.0000000180025095e-35 -0.07526999999999999 0.081245000000000026 -0.10209999999999998 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.02294138432485501 0.0091686616843688531 -0.020208084113265769 0.020027742329020694 0.01577656393254025 -0.025814544040110046 0.010938334900999314 0.017176115520178153 -0.014189073618525089
leaf_weight=0.0010057952651154837 0.0017024016057972024 0.0014296850982572504 0.0011443214626632994 0.001891878655615617 0.0012064860218695891 0.0012712746322602409 0.0010175931705731526 0.0012796860227514565
leaf_count=575 394 704 365 668 181 145 374 504
internal_value=0 -0.00167064 0.00133522 -0.00145262 0.00178926 -0.00375254 -0.00908284 -0.000295681
internal_weight=0 0.0102467 0.00881704 0.00767271 0.00666692 0.00477504 0.00350377 0.00229728
internal_count=3910 3516 2812 2447 1872 1204 1059 878
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=11
num_cat=0
split_feature=484 474 0 160 12 4 151 15 2 42
split_gain=0.000125994 6.13698e-05 6.88331e-05 8.53587e-05 0.000109985 8.40286e-05 8.31955e-05 9.41455e-05 0.000179708 0.000118793
threshold=-0.0043499999999999988 0.084655000000000022 -0.017269999999999997 -0.080184999999999992 -0.0089849999999999982 -0.49837999999999999 -0.0088999999999999982 1.0000000180025095e-35 0.086545000000000025 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -6 8 -8 -9
right_child=1 -3 5 4 6 -7 7 9 -10 -11
leaf_value=-0.00067951553326577627 -0.00061274943769988014 0.00048731518367580871 -0.00013755771130275878 -0.00062031772981525023 -0.00032775122301225427 0.0005927216700540635 -7.8464445698959862e-05 -0.00049580792970617881 0.00082948928739240825 0.00034635566822384292
leaf_weight=0.001002795877883351 0.0010127575082231654 0.0010889509700550111 0.001032207065519051 0.0010040618356916423 0.0015909191095086908 0.0014662976070587181 0.0016116853875729621 0.0013839521409043827 0.0017461252097132733 0.0012043421327840205
leaf_count=612 501 318 124 337 226 223 164 581 344 480
internal_value=0 4.15362e-05 1.25927e-06 -7.45188e-05 -1.06982e-05 0.000291021 7.05136e-05 0.000177072 0.000393689 -0.000103946
internal_weight=0 0.0131413 0.0120523 0.00955384 0.00854109 0.0024985 0.00753702 0.0059461 0.00335781 0.00258829
internal_count=3910 3298 2980 2633 2132 347 1795 1569 508 1061
is_linear=0
shrinkage=0.00196078


Tree=4982
num_leaves=9
num_cat=0
split_feature=1375 1 52 3 16 14 0 52
split_gain=1.85644e-05 2.98663e-05 5.30679e-05 6.78602e-05 8.18912e-05 2.97504e-05 6.95564e-05 4.49165e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 0.10433000000000002 -0.078494999999999995 -0.083144999999999983 -1.0000000180025095e-35 -0.13870499999999999 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 -8
right_child=1 5 -4 -5 -6 6 7 -9
leaf_value=-0.012609879333050803 0.020974082020662022 -0.0090004159171902156 0.016242307189891943 -0.022767320528267111 -0.014696644194318195 0.02906531930298499 0.017523296574089523 -0.0079998750624497919
leaf_weight=0.0010823761388185039 0.001206558969024179 0.0010015441898850591 0.0010536711448639246 0.0019479499591805623 0.0013793754080244553 0.0013363842608836419 0.0011021440922712525 0.0018416301534354544
leaf_count=180 501 174 445 518 912 260 368 552
internal_value=0 0.0011231 -0.00397334 -0.00867144 0.00194679 0.00651466 0.0101451 0.00155596
internal_weight=0 0.0108693 0.00558756 0.00453388 0.00258593 0.0052817 0.00428016 0.00294377
internal_count=3910 3730 2376 1931 1413 1354 1180 920
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=8
num_cat=0
split_feature=42 160 43 3 52 1 47
split_gain=1.8083e-05 3.81858e-05 4.96354e-05 5.77887e-05 5.06658e-05 3.60955e-05 5.04698e-05
threshold=-1.0000000180025095e-35 0.099550000000000013 -0.074254999999999988 -0.080884999999999985 -0.074484999999999982 0.087545000000000026 0.084155000000000021
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=-0.0088676146867372237 0.0019942168904805539 -0.016574455451348211 -0.01880140369347124 0.031649461819130163 -0.0077434429184024328 0.021024775386527195 -0.0045581125316482276
leaf_weight=0.0019674753166500749 0.0014788077299300287 0.0010331609610372281 0.0012886902072266667 0.001182609088946959 0.0018223202290241574 0.0017810377470227489 0.0013599645914302841
leaf_count=1060 519 246 345 483 639 485 133
internal_value=0 0.00162475 0.00373423 0.0151716 -0.00113454 0.00345253 0.00994811
internal_weight=0 0.00994659 0.00891343 0.00266142 0.00625201 0.00496332 0.003141
internal_count=3910 2850 2604 1002 1602 1257 618
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 0 4 42
split_gain=1.68971e-05 4.19146e-05 6.40417e-05 4.49592e-05 5.13494e-05 7.78267e-05 6.01929e-05 2.37368e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.010534258153005901 0.015730274920942991 0.015860799195537064 -0.026432413002972395 0.015804193724443243 -0.023594792688125008 -0.0080782806425871139 -0.024508770395927915 0.012447921079500993
leaf_weight=0.0013282301245725542 0.0019998706132421341 0.0012372039739554251 0.0010963000905346689 0.0013743268754948055 0.0011202817311282837 0.0012069949554229802 0.0014657253477835083 0.0010565427460202514
leaf_count=196 321 424 144 214 156 621 1401 433
internal_value=0 -0.00143321 -0.00372894 -0.000702354 -0.00401437 -0.000185594 -0.00872071 0.00150266
internal_weight=0 0.0105572 0.00932004 0.00822374 0.00684942 0.00572913 0.00372926 0.00226354
internal_count=3910 3714 3290 3146 2932 2776 2455 1054
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=10
num_cat=0
split_feature=13 48 48 13 1 51 160 12 4
split_gain=5.20017e-05 4.97855e-05 0.000122446 8.09855e-05 0.000102212 6.91275e-05 5.70685e-05 4.94608e-05 3.49761e-05
threshold=-0.45122499999999993 0.11930500000000001 0.092755000000000018 -0.014114999999999997 1.0000000180025095e-35 0.085845000000000019 -0.081519999999999995 0.086865000000000012 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 -8
right_child=1 -3 -4 5 -6 -7 7 -9 -10
leaf_value=0.00041257684919779048 -0.00067628547216590316 -0.00045053090303467296 0.00060685474041060998 0.00055051430716904117 -5.695770565867834e-06 -0.0004001747480657054 -0.00040119069853066604 0.00029815704173530099 5.1632748599479893e-05
leaf_weight=0.0010793287153795525 0.001590034807571399 0.0010228149342786418 0.0011535386284955559 0.0010746444930739042 0.0019401931660024141 0.0010678589413597147 0.0010328540086753618 0.0018571609296564816 0.0017964419500410061
leaf_count=112 1152 145 278 166 793 179 255 605 225
internal_value=0 -3.59587e-05 8.72813e-07 -6.66058e-05 -0.000307733 5.80449e-05 0.000142979 4.95277e-05 -0.000113674
internal_weight=0 0.0125355 0.0115127 0.0103592 0.00353023 0.00682896 0.0057611 0.00468646 0.0028293
internal_count=3910 3798 3653 3375 1945 1430 1251 1085 480
is_linear=0
shrinkage=0.00196078


Tree=4986
num_leaves=8
num_cat=0
split_feature=2 13 43 49 16 13 1
split_gain=1.71505e-05 4.308e-05 6.54356e-05 4.80373e-05 6.35435e-05 3.48343e-05 3.99178e-05
threshold=0.099015000000000006 -0.017604999999999999 -0.074254999999999988 -0.00064499999999999985 -0.008069999999999999 -0.089899999999999994 0.10561500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -2 -7
right_child=5 3 -4 4 -6 6 -8
leaf_value=0.0026805990956107906 0.016444455745895939 -0.012922382592278582 -0.029265848525625124 -0.0020259887048763802 0.026417553106836064 -0.014673524857402632 0.0085665482402560514
leaf_weight=0.0012628557661136946 0.0016285725884850714 0.0014017930222568853 0.0013024090149218691 0.0019927167722377848 0.0012963936542009303 0.0013266738448443826 0.0016687067570750308
leaf_count=764 254 200 905 666 229 568 324
internal_value=0 -0.00311943 -0.0135389 0.00257857 0.00918495 0.00467329 -0.00172663
internal_weight=0 0.00725617 0.00256526 0.0046909 0.00328911 0.00462395 0.00299538
internal_count=3910 2764 1669 1095 895 1146 892
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=10
num_cat=0
split_feature=11 48 2 150 49 42 43 52 4
split_gain=6.67457e-05 5.56632e-05 4.73998e-05 8.8316e-05 9.60242e-05 0.000104978 4.42431e-05 7.40458e-05 8.49811e-05
threshold=0.081005000000000008 0.096835000000000018 0.11260500000000001 0.088380000000000014 -0.0090499999999999973 -0.082904999999999993 -0.074254999999999988 0.083750000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.00049981924218985571 -0.00049303009743285387 0.00035824742411970226 0.00027928812475211997 -0.00060281511674007012 0.00037078170563291623 3.257217404805111e-05 0.00021627762794247855 -0.00078223874949958868 -0.00049821291195083466
leaf_weight=0.001225632802667632 0.0010052715890733937 0.0017337974368042417 0.0017132376177640121 0.0010794639363640541 0.0014579517923828346 0.0017639817402659722 0.0011952891825359187 0.0010592994821092289 0.0013776948243851054
leaf_count=287 233 345 471 232 433 650 468 555 236
internal_value=0 3.19708e-05 -2.0059e-05 -7.60515e-05 -5.67618e-06 -9.60661e-05 -0.000222198 -0.000345925 -0.000166294
internal_weight=0 0.0126063 0.0108726 0.00915931 0.00807985 0.00685422 0.00539627 0.00363228 0.00257298
internal_count=3910 3677 3332 2861 2629 2342 1909 1259 704
is_linear=0
shrinkage=0.00196078


Tree=4988
num_leaves=11
num_cat=0
split_feature=484 3 151 4 2 1 2 1 0 1
split_gain=7.13053e-05 5.00628e-05 6.01085e-05 6.3109e-05 7.56787e-05 8.80971e-05 8.66941e-05 8.37838e-05 4.00556e-05 4.96995e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.044604999999999992 0.27020000000000005 0.106035 0.10264000000000002 0.091525000000000009 1.0000000180025095e-35 -0.084154999999999994 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 9 -9
right_child=1 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00049673913894885671 0.00042968950141936515 -0.00032940884335624384 -0.00041993515496769853 0.00051065968177839405 -0.00072623296717190652 8.6148715302854968e-05 0.00049656672164027655 0.00052609887447446454 -0.00013757016026138486 -4.3678591285233128e-05
leaf_weight=0.0010743776676203761 0.0010969627645615919 0.0018830621356301794 0.0014753048744042879 0.0010361086656437918 0.001054179521793497 0.0010001125309826164 0.001608380114947329 0.0013812321831332599 0.001361023991050073 0.0010256082642321057
leaf_count=627 225 457 795 316 252 119 434 149 459 77
internal_value=0 2.89817e-05 -8.19052e-06 5.26501e-05 -6.34928e-07 -0.000330733 9.83379e-05 -2.38217e-05 0.000131276 0.000283304
internal_weight=0 0.012922 0.011825 0.00994195 0.00890584 0.00205429 0.00685155 0.00524317 0.00376786 0.00240684
internal_count=3910 3283 3058 2601 2285 371 1914 1480 685 226
is_linear=0
shrinkage=0.00196078


Tree=4989
num_leaves=8
num_cat=0
split_feature=42 51 49 42 0 1 48
split_gain=1.66523e-05 3.64804e-05 4.69027e-05 6.93388e-05 4.15159e-05 4.45553e-05 5.69096e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.091955000000000023 -0.074249999999999997 0.088010000000000019 0.087500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.0084902676678351649 -0.013376565064850438 0.022053209423337074 -0.014382386967589249 -0.020449805269021969 0.018206307902476571 0.019079271211722926 -0.0096568644728090656
leaf_weight=0.0019702676582383583 0.0014023080311799342 0.0012346696362730888 0.0014249210729151353 0.0012513173113047754 0.001786818452093753 0.0016780840448486442 0.0011694603293664757
leaf_count=1060 521 223 701 672 286 313 134
internal_value=0 0.00157245 0.00402563 0.000981001 0.00540673 5.37241e-05 0.0072776
internal_weight=0 0.00994758 0.00854527 0.0073106 0.00605928 0.00427247 0.00284754
internal_count=3910 2850 2329 2106 1434 1148 447
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 15 4 0
split_gain=1.5325e-05 3.59536e-05 3.46753e-05 5.14588e-05 6.78602e-05 9.79205e-05 7.21083e-05 6.53198e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 -0.074174999999999977 0.053925000000000008 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -6
right_child=-2 2 3 4 7 -7 -8 -9
leaf_value=0.01566774709720781 -0.011149614539836627 -0.014079806177607519 -0.018752057382902435 0.020080983581915728 0.036389017041967335 -0.0300303219580502 -0.01164673968388758 0.0042427494234956098
leaf_weight=0.001460712745041501 0.0011319027072427728 0.0017084155427481472 0.0010595216458048271 0.0016186167484000785 0.0010761270153807588 0.0010159618023188087 0.0012849986984695384 0.0015319151907092427
leaf_count=247 279 1646 221 272 120 258 406 461
internal_value=0 0.0010831 -0.00120874 0.00168947 0.00500741 -0.00330961 0.00603984 0.0175069
internal_weight=0 0.0107563 0.00929556 0.00758714 0.00652762 0.00391958 0.00290362 0.00260804
internal_count=3910 3631 3384 1738 1517 936 678 581
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=11
num_cat=0
split_feature=484 4 16 12 52 15 12 0 48 4
split_gain=7.33024e-05 6.09449e-05 6.68277e-05 4.61353e-05 5.79075e-05 6.41353e-05 0.000108015 6.74789e-05 5.5007e-05 4.59309e-05
threshold=-1.0000000180025095e-35 0.28937500000000005 -0.38486499999999996 0.10700500000000002 0.096170000000000019 0.088190000000000004 0.086935000000000012 -0.12329499999999999 0.085790000000000019 -0.020179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=-0.00049425984576645062 -0.00046170141307202853 0.00040795299382682807 0.00065553460442405902 -0.00035576006690049116 0.00041520928752951581 0.00040966149567811267 -0.00050838138626883519 0.00016597537263325702 1.6100961677969027e-05 -0.00035637813597464476
leaf_weight=0.0010747799735505255 0.0011359507483261677 0.0015166669414267862 0.0010631371498461941 0.0010226140958870698 0.0016573517843740298 0.0012870105845960208 0.0016132350468818814 0.0011472112708572619 0.0010073042078862695 0.00148489454536851
leaf_count=627 158 406 100 243 491 405 692 369 94 325
internal_value=0 3.86589e-05 -1.03918e-05 3.9465e-05 8.31104e-05 1.07154e-05 -7.05807e-05 7.96093e-05 0.000344439 -0.000128709
internal_weight=0 0.0129354 0.0114187 0.0102828 0.00926014 0.00760279 0.00631578 0.00470255 0.00207044 0.00263211
internal_count=3910 3283 2877 2719 2476 1985 1580 888 194 694
is_linear=0
shrinkage=0.00196078


Tree=4992
num_leaves=10
num_cat=0
split_feature=49 52 13 2 12 47 2 16 43
split_gain=1.51286e-05 4.39902e-05 6.45154e-05 9.57646e-05 4.94315e-05 5.93913e-05 4.9565e-05 4.18974e-05 9.38073e-05
threshold=0.10447000000000002 0.11401500000000002 -0.090744999999999978 0.099990000000000009 0.095920000000000019 0.081320000000000017 0.086650000000000019 -0.090809999999999988 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 -9
right_child=-2 -3 4 -5 -6 -7 7 8 -10
leaf_value=-0.0052477372251199458 0.010545599949386877 -0.019070333472901407 -0.016741546209763477 0.036066713397134902 0.013954151453529479 -0.028319409130022961 0.020920595109562602 0.017960714413796479 -0.024498673294162571
leaf_weight=0.0010990014526341308 0.0012055431259671819 0.001228875019364078 0.0016387367668895684 0.0011461872079100246 0.0013156275181580735 0.0011103264106802294 0.0010577166656402974 0.0010284866750961787 0.0010531756553667151
leaf_count=308 378 566 850 170 486 209 204 442 297
internal_value=0 -0.00127217 0.00104248 0.0158436 -0.00357038 -0.00748581 -0.00264455 0.00471399 -0.00352077
internal_weight=0 0.0106781 0.00944926 0.00224519 0.00720407 0.00588844 0.00477812 0.00313938 0.00208166
internal_count=3910 3532 2966 478 2488 2002 1793 943 739
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 151 1 0 0
split_gain=0.000127111 9.48894e-05 6.84241e-05 0.00012294 0.000146781 7.97536e-05 5.59644e-05 0.000116002 8.04748e-05 9.24419e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.08764000000000001 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.00067285210116110156 -0.00035744391840783924 -0.00051771095409352673 -0.00039164027284630085 0.0004284840561545384 0.0010002135044252945 -0.00021510724511236923 -0.00054112877290210201 0.0004574350140685037 0.00051008532282116625 -0.00029611064060290187
leaf_weight=0.0010146117417775659 0.0014959348849097149 0.0010516592196693582 0.0010131602484212627 0.0019265363947471885 0.0011506498783335553 0.0012022211742624385 0.0012494740931857616 0.0019214466399945515 0.001030299052680669 0.0011652963452610434
leaf_count=612 224 472 331 537 91 285 178 287 439 454
internal_value=0 4.73329e-05 9.62209e-05 0.000140583 0.000401406 0.000181185 -2.20648e-05 7.14233e-05 -0.00014387 8.22027e-05
internal_weight=0 0.0132067 0.012155 0.0111419 0.00427941 0.00312876 0.00686245 0.00536652 0.00344507 0.0021956
internal_count=3910 3298 2826 2495 913 822 1582 1358 1071 893
is_linear=0
shrinkage=0.00196078


Tree=4994
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 157 52 12 1
split_gain=5.80725e-05 4.93435e-05 6.0613e-05 0.000133441 8.78248e-05 0.00011628 8.71074e-05 9.04536e-05 4.69883e-05 3.12668e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.044604999999999992 0.10113500000000002 -0.062539999999999984 -0.096614999999999993 0.086935000000000012 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 8 -4 -8 9 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0004649341737502861 -0.0005571917964484512 -0.00038331874469438938 0.00052346610084806893 0.00083586319375238615 0.00020861434758626793 0.0004266293978438014 0.00018767490695669652 -0.00056689711808757337 -0.00047276104745933728 -0.00024596709457630912
leaf_weight=0.0010104137331929325 0.0011244753253640983 0.0010463458417760826 0.0010464951370557675 0.0010856898587621494 0.0012545600783237972 0.0019687615679330975 0.0013584360766167216 0.0011097383406899403 0.0012525711454580432 0.0010846891094234423
leaf_count=627 213 480 341 117 376 344 401 238 696 77
internal_value=0 2.40179e-05 6.17848e-05 0.00023501 -5.74209e-05 4.3644e-05 4.94048e-05 -0.000151595 -0.000166279 -2.17104e-06
internal_weight=0 0.0123318 0.0112854 0.00460036 0.00668506 0.00556058 0.00351467 0.00246817 0.00359182 0.00233925
internal_count=3910 3283 2803 1097 1706 1493 980 639 1149 453
is_linear=0
shrinkage=0.00196078


Tree=4995
num_leaves=10
num_cat=0
split_feature=4 0 43 160 43 2 3 4 4
split_gain=1.85927e-05 5.07164e-05 3.74679e-05 4.97175e-05 5.03164e-05 4.69904e-05 7.02318e-05 4.3753e-05 3.65177e-05
threshold=-0.48072499999999996 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.0031199999999999995 0.10796500000000002 0.082730000000000012 0.050655000000000006 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 7 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.012839259672167808 -0.024292530382825125 0.021476805772907979 0.025438416041845699 -0.015936371684579891 -0.016208214044652194 -0.011229580985979096 0.030737149643931018 0.01317895959101009 -0.00069762110426430676
leaf_weight=0.0010418786854827855 0.0011909302846769294 0.001102376254726623 0.0011241857760243652 0.0011985332552630241 0.0010048214734952295 0.001731744175316431 0.001024247430780157 0.0010218466832702614 0.0014601981789675372
leaf_count=208 914 207 939 217 555 330 133 107 300
internal_value=0 0.00114557 -0.00115164 0.0026337 0.00640167 0.001927 0.00939487 -0.00139119 -0.0112968
internal_weight=0 0.0108589 0.00975651 0.00710538 0.00590685 0.00478266 0.00305092 0.00202667 0.00265113
internal_count=3910 3702 3495 2281 2064 1125 795 662 1214
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=13
num_cat=0
split_feature=484 133 0 15 2 16 133 160 0 12 16 0
split_gain=0.000150751 7.95531e-05 8.32067e-05 5.78549e-05 0.000106411 0.000153381 7.6493e-05 8.65526e-05 0.000150113 7.42326e-05 0.000104801 0.000101157
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -0.15202999999999997 0.10393500000000001 -0.10486499999999999 0.065880000000000008 0.086110000000000006 -0.13027499999999997 0.088325000000000015 -0.088144999999999987 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -5 11 -11 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00072700006632645561 0.00040080782534164983 -0.00046357659609268535 0.00059573365436168656 0.00071718707624355096 -0.0009551785057821437 6.7159821451365695e-05 0.00054815993182800668 -0.00050012388582072189 -0.00072221438519543316 0.00062732008843349621 -0.00023332697276756941 9.943889750133835e-05
leaf_weight=0.0010540847313695667 0.0014670251089261782 0.0011018755674365764 0.0011211543108844034 0.0012180921683094866 0.0010181981765207517 0.0012654188544792243 0.0011978572851406152 0.0010734251061117958 0.0011325946246890958 0.0010972699272505612 0.001078766647786875 0.0011723917208634354
leaf_count=612 378 472 70 112 143 404 388 100 377 162 443 249
internal_value=0 4.20348e-05 8.54169e-05 3.66035e-05 -1.55027e-05 -0.000388671 9.14147e-05 1.06302e-05 0.00010683 -5.90849e-05 0.000200656 -0.000304295
internal_weight=0 0.0139441 0.0128422 0.011721 0.010254 0.00228362 0.0079704 0.00677254 0.00569912 0.00448102 0.00217604 0.00230499
internal_count=3910 3298 2826 2756 2378 547 1831 1443 1343 1231 605 626
is_linear=0
shrinkage=0.00196078


Tree=4997
num_leaves=11
num_cat=0
split_feature=133 40 42 47 43 0 15 13 0 48
split_gain=7.37481e-05 8.628e-05 6.00462e-05 7.2024e-05 6.13935e-05 7.06348e-05 7.09094e-05 7.02542e-05 6.02735e-05 6.93677e-05
threshold=0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.10887000000000001 -0.11652999999999998 -0.081964999999999996 0.085120000000000015 -0.068824999999999983 -0.10575999999999998 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -7 9 -6
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11
leaf_value=0.0005843896769815375 -0.00051735861936023345 -0.00044083628488219721 0.00054511697955034546 -0.00046042534442491528 0.00042897050514727046 0.00011888754335193902 0.00057636820139480378 -0.00057636818286610112 -0.00031111705708836937 -9.8903408854663163e-05
leaf_weight=0.0010090313824465619 0.0010056732355292778 0.0011393792180441802 0.0010008867269749909 0.0010286523990859974 0.0019272941842771903 0.0010102926262270647 0.001159356847028838 0.0012503248060822352 0.0013801495708156324 0.0019012767345738257
leaf_count=273 545 365 128 183 253 400 353 504 764 142
internal_value=0 3.40739e-05 -1.29938e-05 3.27432e-05 8.54245e-05 3.21024e-05 0.000137803 -0.000265651 4.01867e-05 0.000166827
internal_weight=0 0.0128066 0.0117976 0.0106582 0.00962958 0.00862869 0.00636808 0.00226062 0.00520872 0.00382857
internal_count=3910 3365 3092 2727 2544 2416 1512 904 1159 395
is_linear=0
shrinkage=0.00196078


Tree=4998
num_leaves=10
num_cat=0
split_feature=4 0 157 160 12 151 2 3 3
split_gain=1.81744e-05 4.32552e-05 3.10872e-05 5.81289e-05 5.45916e-05 5.12957e-05 9.23938e-05 4.11974e-05 5.70482e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.077534999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.092175000000000021 -0.074234999999999982 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.012969497234277814 0.015316658476886373 0.019444946742084829 -0.023065957419209467 -0.021138954479008799 -0.013402410015142653 -0.0095768274111745714 0.027098499261231968 -0.015546413510019683 0.023307120362813332
leaf_weight=0.0010028454170540888 0.0010366687403947821 0.0011497561058965199 0.0012390039624861886 0.0010248000908065534 0.0013813263533436594 0.0010308697245791114 0.0017318009636038611 0.0012689750872504394 0.0010805500103474868
leaf_count=192 395 223 804 355 250 351 530 135 675
internal_value=0 0.00109591 -0.00105816 -0.00299656 0.000310832 0.00369601 0.00831604 -0.00130635 0.00725202
internal_weight=0 0.0109438 0.00979399 0.00875733 0.00751832 0.00649352 0.0051122 0.00338039 0.00211142
internal_count=3910 3718 3495 3100 2296 1941 1691 1161 1026
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=11
num_cat=0
split_feature=484 133 0 16 16 151 1 484 0 0
split_gain=8.61395e-05 8.10097e-05 9.12478e-05 5.39616e-05 6.66454e-05 9.83849e-05 0.000140089 6.70117e-05 5.83645e-05 6.36792e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.14676000000000003 0.31524000000000002 -0.014099999999999998 -0.0088999999999999982 0.10113500000000002 0.081525000000000014 -0.10209999999999998 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -6 -7 -10
right_child=1 -3 -4 -5 7 6 -8 -9 9 -11
leaf_value=-0.00053788320432426775 -0.00045974568330789075 -0.0004972464003312804 0.00063745033854250546 -0.00035923093224031298 0.00055321274031253597 -0.00048293326743847762 0.0005121191491031336 -7.5237395296287346e-05 0.00040109783622935128 -0.00029350455767876378
leaf_weight=0.001082819464576037 0.0015552558754273861 0.0010033343364492147 0.0010410806997167522 0.0012173270792962465 0.0018409544434742926 0.0012406370625041474 0.0019880045523848647 0.0010103409440954253 0.0010240063142749269 0.0010059159003707034
leaf_count=627 232 471 70 306 463 191 334 282 484 450
internal_value=0 3.78491e-05 8.2876e-05 2.9822e-05 7.88235e-05 -2.65029e-05 0.000101632 0.000330525 -0.000147883 5.68917e-05
internal_weight=0 0.0129269 0.0119235 0.0108824 0.00966512 0.00681382 0.00525856 0.0028513 0.00327056 0.00202992
internal_count=3910 3283 2812 2742 2436 1691 1459 745 1125 934
is_linear=0
shrinkage=0.00196078


Tree=5000
num_leaves=10
num_cat=0
split_feature=1 151 15 42 484 0 16 3 0
split_gain=1.82668e-05 4.13061e-05 8.37854e-05 3.87025e-05 6.89063e-05 6.06915e-05 5.35149e-05 0.000101483 1.83262e-05
threshold=0.12730000000000002 0.054740000000000004 0.088615000000000013 0.084100000000000022 0.057010000000000005 -0.082194999999999976 -0.025139999999999999 -0.084014999999999992 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1 -9
right_child=-2 -3 -4 5 -6 -7 -8 8 -10
leaf_value=0.033136153521938543 0.010790483423534503 0.016828600325224444 -0.02929819987641032 -0.028857781694950103 0.026990763034697753 0.0041871190005092649 -0.014372175315876617 -0.013885191098682262 0.0045319652685159462
leaf_weight=0.0010096756785734559 0.0013685531393014686 0.0011027850816109916 0.0011204158214331043 0.0010553400639378729 0.0010696821080413785 0.001174198402429424 0.0018700909425860739 0.0011513224854687904 0.001018033507416465
leaf_count=435 345 169 817 675 207 378 514 112 258
internal_value=0 -0.00148774 -0.00362096 -0.00017487 0.00393515 -0.0114545 -0.000949303 0.00694681 -0.0052424
internal_weight=0 0.0105715 0.00946876 0.00834834 0.0061188 0.00222954 0.00504912 0.00317903 0.00216936
internal_count=3910 3565 3396 2579 1526 1053 1319 805 370
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=10
num_cat=0
split_feature=1 1 0 12 43 16 133 48 12
split_gain=1.66792e-05 4.27041e-05 5.44516e-05 5.58561e-05 3.80273e-05 4.98525e-05 4.60381e-05 4.98174e-05 6.71967e-05
threshold=0.10398500000000001 0.11097000000000001 -0.14808999999999997 0.051320000000000005 -0.15648499999999999 0.15737500000000001 0.065880000000000008 0.084500000000000006 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 8 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.014594109258139649 0.022732287306585452 -0.019639060147643241 0.023861579104116893 -0.0085841465215842159 0.015083835991714825 -0.023848238398173432 0.01511261760241988 -0.024499959749987726 -0.014843539254274533
leaf_weight=0.0010775366205980491 0.0010263049388869053 0.0010286509989484178 0.0011123706107767067 0.0010144795393306552 0.0014986897458371302 0.0012280318007059157 0.0012714715842206282 0.0011341415899714688 0.0015023457376592832
leaf_count=235 213 107 360 207 185 394 899 250 1060
internal_value=0 0.00501291 -0.000750201 0.00838539 -0.00283006 -0.00565991 -0.00152873 -0.00664556 0.000101919
internal_weight=0 0.00418181 0.0031555 0.00212685 0.00771222 0.00663468 0.00540665 0.00413518 0.00300104
internal_count=3910 887 674 567 3023 2788 2394 1495 1245
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 51 4 52 2 3
split_gain=7.25751e-05 5.45702e-05 8.36737e-05 0.000134278 7.83854e-05 7.77624e-05 8.02413e-05 6.77101e-05 6.58034e-05 1.37854e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 0.077145000000000005 0.05309500000000001 -0.096614999999999993 0.10836000000000003 -0.065134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -6 9 -8
right_child=1 -3 3 -5 7 -7 8 -9 -10 -11
leaf_value=-0.00050930816669620912 -0.00056013977600651835 -0.00039536039554904554 0.00053233665190151216 0.00086469720585688199 0.00018435940523143458 0.00025921769281531473 2.8769918893319005e-05 -0.00046503855744030429 -0.00040095396318776908 0.00035201704688261572
leaf_weight=0.0010372669593412933 0.0016161066286729808 0.0010587949587876908 0.0010596631018888378 0.0011167359185087146 0.0013901834551066751 0.0019585769833426877 0.001027222890686081 0.001110313378421799 0.0011362796685908507 0.0010020323514491178
leaf_count=627 851 480 341 117 401 338 141 238 213 163
internal_value=0 3.04769e-05 6.9968e-05 0.000271482 8.54041e-05 -6.9858e-05 -0.000204649 -0.000103997 -2.31589e-05 0.000188387
internal_weight=0 0.0124759 0.0114171 0.0046769 0.00356016 0.00674022 0.00478164 0.0025005 0.00316553 0.00202926
internal_count=3910 3283 2803 1097 980 1706 1368 639 517 304
is_linear=0
shrinkage=0.00196078


Tree=5003
num_leaves=11
num_cat=0
split_feature=484 3 1 16 15 2 2 16 1 1
split_gain=7.3751e-05 5.37508e-05 3.62833e-05 5.24162e-05 6.94644e-05 5.04094e-05 9.59805e-05 6.03432e-05 5.70677e-05 3.37219e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.099595000000000017 -0.27337499999999998 -0.074174999999999977 0.106035 0.091525000000000009 -0.021269999999999997 1.0000000180025095e-35 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 8 -8 -3 -10
right_child=1 2 3 4 -6 -7 7 -9 9 -11
leaf_value=-0.0005030317388054757 0.00044885426352327633 -0.00045509099790130695 -0.00018534445576175119 0.00063137433644778909 3.140142004380629e-05 -0.00046096371369271099 -3.759055028203462e-06 0.00067202637177536217 0.0002599006845960298 -0.00020772863995984484
leaf_weight=0.0010660516150548518 0.0010965112517294729 0.0017769448237703882 0.0013581354209398085 0.0012573467027139065 0.001809875601880367 0.0011784479480410051 0.001026269777241187 0.0010059637734825726 0.0011056042129481141 0.0012784529911332981
leaf_count=627 225 921 288 279 221 274 307 186 201 381
internal_value=0 3.35981e-05 -4.99911e-06 0.000135349 0.000277348 -8.92525e-05 -1.85233e-05 0.000330757 -0.000189112 9.13401e-06
internal_weight=0 0.0128936 0.011797 0.00442536 0.00306722 0.00737168 0.00619324 0.00203223 0.004161 0.00238406
internal_count=3910 3283 3058 788 500 2270 1996 493 1503 582
is_linear=0
shrinkage=0.00196078


Tree=5004
num_leaves=9
num_cat=0
split_feature=4 16 52 16 1 0 15 3
split_gain=1.61405e-05 3.29797e-05 3.59099e-05 7.61637e-05 4.31787e-05 4.18421e-05 0.000100961 7.97082e-05
threshold=0.27608500000000008 -0.38486499999999996 0.10433000000000002 0.31524000000000002 0.095575000000000007 -0.084304999999999977 0.085120000000000015 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.018249508900895047 0.0095337733070568684 -0.02915287996204486 0.014693583858384002 -0.026656970944157074 0.015299942199039141 -0.010597378254181763 0.030007743698747154 0.0066525102223072511
leaf_weight=0.0010548358083871225 0.0015231652869726912 0.0013129608166267759 0.0014800174928882278 0.0011025049817899573 0.0017331444557339634 0.0014933397891378941 0.0010379504438435242 0.0011809704426579692
leaf_count=182 441 937 572 355 379 431 536 77
internal_value=0 -0.00148859 0.000404161 -0.0022862 0.00168945 -0.00300466 0.00605267 -0.0121977
internal_weight=0 0.0103957 0.00934089 0.00786087 0.00675837 0.00502522 0.00253129 0.00249393
internal_count=3910 3469 3287 2715 2360 1981 967 1014
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=11
num_cat=0
split_feature=484 4 12 13 4 150 15 15 12 12
split_gain=6.15013e-05 4.97734e-05 4.42525e-05 7.47845e-05 8.35882e-05 7.89403e-05 6.34969e-05 6.54692e-05 9.30415e-05 1.4194e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.036459999999999992 -0.094679999999999986 -0.23071499999999998 0.086645000000000014 0.088615000000000013 -0.095799999999999982 0.051320000000000005 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 7 -6 -9 -4
right_child=1 -3 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.00045894956487822221 -0.00037405310093981332 0.00037066157051074189 0.00052064544325206995 -0.00053677354812066435 -0.00014522657475726108 -0.0003891551906715323 -0.00027201672911841601 0.00088908881650557367 0.00015532388205538133 0.00019573905290278182
leaf_weight=0.0010506428795276296 0.0011531919695956091 0.0014951041399604873 0.0010661786142565658 0.0011806735046958391 0.0011392803434985728 0.0013687906990430977 0.0011267584825403257 0.0010142560714747604 0.0019260502263123125 0.0010035161262751989
leaf_count=627 282 420 185 200 209 194 662 82 972 77
internal_value=0 3.50253e-05 -1.06824e-05 3.19654e-05 -5.64031e-05 2.98553e-05 0.000140017 0.000253818 0.000408435 0.000363111
internal_weight=0 0.0124738 0.0109787 0.0098255 0.00775581 0.00657514 0.00520635 0.00407959 0.00294031 0.00206969
internal_count=3910 3283 2863 2581 2319 2119 1925 1263 1054 262
is_linear=0
shrinkage=0.00196078


Tree=5006
num_leaves=9
num_cat=0
split_feature=52 0 52 160 133 42 2 3
split_gain=1.77008e-05 4.36308e-05 5.69044e-05 4.06324e-05 4.79075e-05 4.15362e-05 3.88393e-05 7.61463e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.26295999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088115000000000013 0.10571000000000001 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 -6
right_child=3 2 -4 4 5 -7 -8 -9
leaf_value=-0.0087448258288925045 -0.017742342662561899 -0.0049568228526459396 0.025552606223821189 -0.017557100407115462 -0.0106296997915407 0.019946117006051887 -0.013354086464967642 0.024295956454868456
leaf_weight=0.0014033408634446512 0.0014793431110107953 0.0010257235325009356 0.0015132039546514001 0.001184617633292937 0.0012269869546977811 0.0013346921838686306 0.0014684801870367518 0.001270788692042106
leaf_count=128 924 419 643 742 325 407 187 135
internal_value=0 0.00540552 0.0132268 -0.00278738 0.000623814 0.00468675 -0.000448203 0.00713936
internal_weight=0 0.00394227 0.00253893 0.00796491 0.00648557 0.00530095 0.00396626 0.00249778
internal_count=3910 1190 1062 2720 1796 1054 647 460
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=9
num_cat=0
split_feature=4 156 151 16 43 12 1 12
split_gain=1.52186e-05 2.83593e-05 4.03406e-05 4.17577e-05 4.28076e-05 3.99068e-05 3.18579e-05 6.04212e-05
threshold=0.27608500000000008 0.084090000000000012 -0.024429999999999997 -0.092424999999999993 -0.092484999999999984 0.088885000000000006 0.095575000000000007 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -6
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=0.015106326667348317 0.0092787624627521902 -0.01679778163622736 -0.02458438979669714 -0.013475312148940511 -0.013029584973724907 0.00098179252729116494 0.021019704811808294 0.016572843110482013
leaf_weight=0.0015434204830527508 0.0015196322577793039 0.0010769916607705635 0.001384057171688194 0.0012784105133550727 0.0013942865164391928 0.0010924447752350072 0.0012193725932276938 0.0013640458482166353
leaf_count=424 441 499 320 356 610 257 301 702
internal_value=0 -0.00143787 0.00034549 -0.00260075 0.00244344 -0.0133065 0.00755963 0.00160936
internal_weight=0 0.010353 0.00927604 0.00773262 0.00525612 0.0024765 0.0039777 0.00275833
internal_count=3910 3469 2970 2546 1969 577 1613 1312
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=9
num_cat=0
split_feature=50 4 156 12 3 2 16 15
split_gain=1.63119e-05 4.23701e-05 3.86079e-05 5.04752e-05 7.4007e-05 6.27545e-05 3.99067e-05 2.79733e-05
threshold=0.088425000000000017 0.28937500000000005 0.084090000000000012 -0.023959999999999995 0.097615000000000021 0.097775000000000015 -0.057604999999999996 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.019735314266801779 -0.011837947622163204 0.018770818283162523 -0.019343234722355551 -0.012650586949768644 0.022013795345107185 -0.021200556975854802 0.014972068975095926 0.0085077708265643096
leaf_weight=0.0010235666457758859 0.0010696949028187108 0.0012062499713443005 0.0010363563944982669 0.0015412991811664012 0.0017398880820850247 0.0012645203753880599 0.0019116220094115861 0.0010509004369372269
leaf_count=253 689 396 469 431 114 415 708 435
internal_value=0 0.00110928 -0.0011173 0.00109661 0.00393654 -0.00151605 0.00401069 -0.0040728
internal_weight=0 0.0107744 0.00956815 0.0085318 0.00750823 0.00576834 0.00450382 0.0025922
internal_count=3910 3221 2825 2356 2103 1989 1574 866
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=8
num_cat=0
split_feature=3 1 15 3 2 1 43
split_gain=1.63682e-05 2.63958e-05 4.34147e-05 4.79899e-05 3.45473e-05 4.60005e-05 4.64137e-05
threshold=-0.15464999999999998 0.088010000000000019 -1.0000000180025095e-35 -0.069909999999999986 0.11462500000000002 0.092550000000000007 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.011780150297359689 -0.021455108856714672 0.015780162865256044 -0.011339656370332166 0.012795072374373074 0.016078946828185166 0.0069941324248282118 -0.017190107409148545
leaf_weight=0.0010634982529209051 0.0014171159723903154 0.0011662333327178481 0.001844632727787308 0.0014888636047356938 0.001543366812301104 0.0013391954571364694 0.001947713811600115
leaf_count=259 1056 286 984 193 369 338 425
internal_value=0 -0.00122522 -0.00679318 -0.000560188 0.00318588 -0.00128259 -0.00733665
internal_weight=0 0.0107471 0.00475061 0.0033335 0.00599651 0.00445314 0.00328691
internal_count=3910 3651 2233 1177 1418 1049 763
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=10
num_cat=0
split_feature=12 160 160 15 4 52 0 16 15
split_gain=1.591e-05 2.49128e-05 3.4935e-05 3.77784e-05 6.12441e-05 7.24306e-05 6.2436e-05 4.92004e-05 3.7792e-05
threshold=0.10700500000000002 0.099550000000000013 0.083295000000000022 -0.075094999999999981 -0.034289999999999994 -1.0000000180025095e-35 -0.096384999999999985 -0.09601999999999998 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 -1 -7
right_child=-2 -3 -4 4 6 8 -8 -9 -10
leaf_value=0.0033300106224223736 -0.011437864294984021 -0.01364269603756816 0.020269549208448825 -0.025643028928718531 0.036828604162247529 0.018257547269337138 0.0029600851572815254 -0.023392368390420311 -0.0055902721585187887
leaf_weight=0.0014978615934685613 0.0011110321533153956 0.0010305182030881611 0.0010144380976216767 0.0010008333461988587 0.0010013122626971527 0.0012838660542314271 0.0011925866694789649 0.0012758934671765181 0.0013774701569753535
leaf_count=413 355 286 206 369 183 104 405 526 1063
internal_value=0 0.00113608 0.00271523 0.00065172 0.00520528 -0.00271003 0.0184179 -0.00896196 0.00591425
internal_weight=0 0.0106748 0.00964426 0.00862982 0.00585607 0.00366217 0.0021939 0.00277376 0.00266134
internal_count=3910 3555 3269 3063 2124 1536 588 939 1167
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=9
num_cat=0
split_feature=52 12 160 2 2 4 0 52
split_gain=1.84854e-05 3.83053e-05 3.69535e-05 5.99036e-05 9.47805e-05 4.27035e-05 3.38325e-05 4.78141e-05
threshold=-0.048794999999999991 0.10129000000000001 -1.0000000180025095e-35 0.092340000000000019 0.10796500000000002 -0.076329999999999995 -0.14733499999999997 -0.26295999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 -1 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.0068854232139884458 -0.015052007537380395 -0.019601746266082541 0.0058584977698712551 0.037986100532005816 -0.0011843405370963332 -0.018655946480806991 -0.0042811747127145658 0.023947484303526351
leaf_weight=0.0013930011542094408 0.001301523690133418 0.0011610036752461731 0.0014364019669671894 0.001044879648274725 0.0015110989165902553 0.0014062777269770958 0.0010051310853781397 0.0014888101384651978
leaf_count=128 811 364 723 234 239 349 419 643
internal_value=0 -0.00283256 7.31949e-05 0.00371962 0.0148285 -0.00626883 0.0055979 0.0125705
internal_weight=0 0.00786119 0.00670018 0.00539866 0.00255598 0.00284268 0.00388694 0.00249394
internal_count=3910 2720 2356 1545 473 1072 1190 1062
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=11
num_cat=0
split_feature=484 48 4 12 47 0 1 13 43 4
split_gain=5.88176e-05 5.39915e-05 9.36947e-05 6.6866e-05 8.76274e-05 8.02483e-05 0.000143557 6.52538e-05 8.34294e-05 3.93194e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 -0.10783 0.09112000000000002 -0.09547499999999999 -0.083094999999999988 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 -7 -9 -5
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.00044907776055077013 -0.00044541600508255381 -0.00040443084570318045 0.00060608102097370179 5.4238834223727523e-05 0.0005395238669180575 0.00042506495105036667 -0.00078245402287551325 0.00017763840615981 -0.00044763816440108632 0.00054396436900272917
leaf_weight=0.0010642249524751993 0.0011037359871771618 0.0010068187755214323 0.0011269665098300194 0.0013880195302534764 0.0012890495315126442 0.0011060754558631569 0.0010880447277208972 0.0016918632349235704 0.00159279090325818 0.0011546747945732766
leaf_count=627 261 137 368 166 174 97 395 442 1114 129
internal_value=0 3.10357e-05 6.90244e-05 1.09074e-05 6.50033e-05 -1.12521e-05 -0.000144858 1.31413e-05 -0.00012557 0.00027663
internal_weight=0 0.012548 0.0115412 0.0104143 0.00931052 0.00802147 0.00547877 0.00439073 0.00328465 0.00254269
internal_count=3910 3283 3146 2778 2517 2343 2048 1653 1556 295
is_linear=0
shrinkage=0.00196078


Tree=5013
num_leaves=9
num_cat=0
split_feature=1 0 15 15 16 0 15 2
split_gain=1.84656e-05 5.38708e-05 3.96558e-05 5.56132e-05 6.57514e-05 7.23862e-05 3.55112e-05 1.42332e-05
threshold=0.076710000000000014 -0.087614999999999985 0.035895000000000003 -0.017214999999999998 -0.055679999999999993 -0.14867499999999997 0.041585000000000004 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -3 -2
right_child=2 6 -4 -5 -6 -7 -8 -9
leaf_value=-0.024502664932706201 0.0054953098069676189 -0.0068413372067795174 -0.013203442281730308 0.025142928761154107 -0.015380761848422606 0.026247276366654672 0.015496283310279167 -0.011177209468976261
leaf_weight=0.00108943318642494 0.0010115278689935524 0.0019302399231272849 0.001274641110147693 0.0012375149617813615 0.0015866127561649577 0.0014512611940098838 0.001127350994278908 0.0010369311190939782
leaf_count=630 95 579 532 337 409 414 799 115
internal_value=0 -0.00540862 0.00288769 0.00613104 0.00150541 0.00916082 0.00139467 -0.00294433
internal_weight=0 0.00414702 0.00759849 0.00632385 0.00508633 0.00349972 0.00305759 0.00204846
internal_count=3910 2008 1902 1370 1033 624 1378 210
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=8
num_cat=0
split_feature=52 4 12 2 13 2 51
split_gain=1.6876e-05 3.1286e-05 3.01835e-05 3.08201e-05 4.63433e-05 4.38395e-05 2.3978e-05
threshold=-0.048794999999999991 -0.0031049999999999997 0.10129000000000001 0.085155000000000022 0.00079000000000000012 0.10679500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=-0.0051992359384930489 -0.010500207465537134 0.024501598115391029 -0.017625252044557338 0.0097407755279554052 0.021637750977900393 -0.012600887541587681 0.0037311109487370383
leaf_weight=0.0016278775228153256 0.0020038544972346304 0.0010039069747586095 0.001156075884306198 0.0017609458889868729 0.0011616928322170598 0.0017522087934201721 0.0012451814829761458
leaf_count=807 969 224 364 883 194 310 159
internal_value=0 0.00535974 -0.00270678 -0.000124407 0.00432314 -0.00140227 0.0130023
internal_weight=0 0.00387697 0.00783478 0.0066787 0.00467485 0.00351315 0.00224909
internal_count=3910 1190 2720 2356 1387 1193 383
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=10
num_cat=0
split_feature=484 52 52 0 47 48 16 16 16
split_gain=6.07408e-05 4.64825e-05 4.8058e-05 7.46593e-05 3.74007e-05 0.000109128 0.000107288 5.47159e-05 6.31094e-06
threshold=-1.0000000180025095e-35 -0.068164999999999989 -0.27466499999999994 -0.15007499999999999 0.09550500000000002 0.084500000000000006 -0.11180499999999999 -0.006474999999999999 -0.40374499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -3
right_child=1 4 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00047312636070083707 -0.00013188548104665107 0.00024387435365131252 -5.2920087865166553e-05 0.00061267488515580869 0.00021585563001570702 -0.00069635715419263846 -0.00043741399522303196 3.4486628175236174e-05 0.00046327386408233563
leaf_weight=0.0010138887693455683 0.0011448458336494722 0.0010127909838869094 0.0010771886364937394 0.0016258853007443583 0.0015891661461632607 0.0010603189940614583 0.0019347371614127213 0.0018459606543299279 0.001003494123632482
leaf_count=627 379 351 52 475 195 192 1223 278 138
internal_value=0 2.61974e-05 0.000204824 0.000347432 -5.51786e-05 -0.00011799 -1.22018e-05 -0.000207004 0.000353068
internal_weight=0 0.0122944 0.00384792 0.00270307 0.00844647 0.0068573 0.00579698 0.0037807 0.00201629
internal_count=3910 3283 906 527 2377 2182 1990 1501 489
is_linear=0
shrinkage=0.00196078


Tree=5016
num_leaves=11
num_cat=0
split_feature=11 13 39 1 0 52 2 3 0 3
split_gain=7.689e-05 5.6879e-05 0.000119273 8.9869e-05 7.61649e-05 6.68986e-05 0.000100099 5.46046e-05 7.82672e-05 6.9194e-05
threshold=0.081005000000000008 -0.094679999999999986 0.005105000000000001 0.083370000000000014 -0.053834999999999994 0.12267000000000002 0.10796500000000002 0.084925000000000014 -0.082194999999999976 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 9 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-2.8856432494109478e-06 -0.00052970646911457912 4.513707388826245e-05 0.00051556645438215675 0.00073550584434576866 -0.00049718797452307233 0.00044021990675139136 -0.00063278640030214797 0.00032411386999707509 0.00026704094510669973 -0.00064483473184737334
leaf_weight=0.0016142600037589449 0.0010123759363653223 0.0010013481186814488 0.0013156814402212969 0.0010432871651611592 0.0016496901022181321 0.0010011433482206835 0.0011332869339837357 0.0015107491449601884 0.0012773192694095939 0.0012644495384214133
leaf_count=195 233 597 387 240 336 389 215 101 701 516
internal_value=0 3.16117e-05 -3.52288e-05 0.000286989 -0.000117224 -3.00234e-05 -0.000106113 1.19885e-05 -0.000121099 -0.000339908
internal_weight=0 0.0128112 0.0101537 0.00265755 0.00883799 0.0071883 0.00618715 0.00505387 0.00354312 0.0022658
internal_count=3910 3677 3242 435 2855 2519 2130 1915 1814 1113
is_linear=0
shrinkage=0.00196078


Tree=5017
num_leaves=10
num_cat=0
split_feature=484 151 150 4 12 13 0 15 15
split_gain=7.76447e-05 5.65744e-05 0.000122625 9.85828e-05 4.51056e-05 6.95877e-05 0.000123781 7.18958e-05 5.98085e-05
threshold=-1.0000000180025095e-35 -0.0088999999999999982 0.082965000000000025 0.27608500000000008 -0.023959999999999995 -0.094679999999999986 -0.053834999999999994 1.0000000180025095e-35 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 8 -7
right_child=1 3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00051901322047090653 -0.0006841777853509401 -0.00035163722442330082 0.0001936295403378629 0.00067969019015150104 0.00042276579427775454 9.9953689987619418e-05 -0.00045530515969097451 -0.00013349062063311499 0.00068673701292619438
leaf_weight=0.0010378843570976347 0.0011792694128054775 0.0010129628299443321 0.001271578586276227 0.0010252193335788641 0.0018395624614750711 0.0014837128357373603 0.0017434269635992917 0.0019047234747869039 0.0012144772101484631
leaf_count=627 215 184 317 320 216 362 327 1091 251
internal_value=0 3.88168e-05 -0.000228743 0.000102954 3.86769e-05 8.69762e-05 -1.03564e-05 0.000158175 0.00036407
internal_weight=0 0.0126749 0.00245085 0.0102241 0.00919887 0.0081859 0.00634634 0.00460291 0.00269819
internal_count=3910 3283 532 2751 2431 2247 2031 1704 613
is_linear=0
shrinkage=0.00196078


Tree=5018
num_leaves=11
num_cat=0
split_feature=123 48 50 0 1 2 133 16 2 4
split_gain=7.67389e-05 0.000100769 9.60646e-05 0.000115313 9.9724e-05 7.34726e-05 0.000162786 9.5824e-05 5.77947e-05 5.56371e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 -0.10575999999999998 0.11198000000000001 0.106285 0.090085000000000012 -0.057604999999999996 0.086650000000000019 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 -5 -9 -1
right_child=-2 -3 -4 5 -6 -7 -8 8 -10 -11
leaf_value=0.00044267504540770945 0.00050826092527491687 -0.00064524823962435688 -0.00058487850390517274 -0.00046308388094861862 0.00081050459982846324 0.00036006291103883847 -0.00091624727241706202 -7.879152801168777e-05 0.00045702488536338747 -9.0166754180422422e-05
leaf_weight=0.0012609777716313273 0.0010035443373905073 0.0010227281596946547 0.0010025022624705329 0.0014483782476102094 0.0011002661089291564 0.0010710066544746388 0.0010032512098773561 0.0018501830845422873 0.0013305343880367689 0.0018716994894928535
leaf_count=138 334 131 647 628 127 389 400 470 397 249
internal_value=0 -5.45503e-05 -3.94859e-06 4.93038e-05 0.000302676 -0.000110692 -0.000200208 -4.50222e-05 0.000145347 0.000124315
internal_weight=0 0.0129615 0.0119388 0.0109363 0.00423294 0.00670335 0.00563235 0.0046291 0.00318072 0.00313268
internal_count=3910 3576 3445 2798 514 2284 1895 1495 867 387
is_linear=0
shrinkage=0.00196078


Tree=5019
num_leaves=12
num_cat=0
split_feature=41 157 13 39 16 16 151 15 2 4 4
split_gain=6.15524e-05 6.62545e-05 6.30558e-05 0.000104324 8.49923e-05 0.00017216 9.78928e-05 0.000125017 0.000110487 5.97415e-05 3.84796e-05
threshold=0.075585000000000013 -0.07453499999999999 -0.094679999999999986 0.005105000000000001 0.22945500000000005 -0.055679999999999993 -0.0088999999999999982 -0.074174999999999977 0.086650000000000019 -0.029114999999999999 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 -4 8 -8 -3 -9
right_child=-2 2 3 -5 -6 -7 7 10 -10 -11 -12
leaf_value=0.00042865144628378559 -0.0004802478537832366 0.00054923940335964308 -0.00057255471282778982 0.00042955963844975686 0.0003472762994354764 -0.00076924614022655662 -5.9191106297600086e-05 1.3467366011361527e-05 0.00084419414941215478 -6.5081581013169118e-05 -0.0005079571165179489
leaf_weight=0.0013745678713442634 0.0010138065038497223 0.0012741838500452121 0.0011945394645400892 0.001256466856975229 0.0010426060699307944 0.0018438586066884212 0.0010106228448066685 0.0010186266704831086 0.0010732899097279423 0.0011651614279747664 0.001168137582412878
leaf_count=484 221 115 131 341 366 730 109 407 230 242 534
internal_value=0 2.08084e-05 -2.57248e-05 -9.72009e-05 -0.000176449 -0.000251156 -7.63629e-05 6.24256e-05 0.000406085 0.000255807 -0.00026507
internal_weight=0 0.0134221 0.0120475 0.00960815 0.00835168 0.00730908 0.00546522 0.00427068 0.00208391 0.00243935 0.00218676
internal_count=3910 3689 3205 2848 2507 2141 1411 1280 339 357 941
is_linear=0
shrinkage=0.00196078


Tree=5020
num_leaves=9
num_cat=0
split_feature=1 2 2 15 3 2 1 0
split_gain=1.81193e-05 4.62832e-05 5.84515e-05 3.02046e-05 4.87896e-05 5.19644e-05 6.30872e-05 4.15277e-05
threshold=0.076710000000000014 0.091525000000000009 0.10393500000000001 0.035895000000000003 -0.10315499999999998 0.089910000000000004 0.11183500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 7 -7 -6
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.018663384657791254 0.024735427059866838 0.017123537369013554 -0.013051378156275823 -0.011122785147806728 -0.023629307561562559 0.027160164715452264 -0.003610900013602732 0.0020307087053518052
leaf_weight=0.0016109919236466088 0.0011054702182855536 0.0013661327166935087 0.0012110162700376937 0.00129402856840833 0.0010613415173281054 0.0013056383358853521 0.0013606101715080395 0.001554408969338559
leaf_count=1172 274 481 355 532 116 211 294 475
internal_value=0 -0.00536729 0.00294418 0.00280898 0.0056314 0.00163311 0.0114574 -0.00838085
internal_weight=0 0.00418814 0.00257715 0.0076815 0.00638747 0.005282 0.00266625 0.00261575
internal_count=3910 2008 836 1902 1370 1096 505 591
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=10
num_cat=0
split_feature=48 48 51 0 4 2 4 13 4
split_gain=6.17312e-05 8.56524e-05 8.8133e-05 0.000101295 4.28893e-05 5.30654e-05 8.388e-05 4.9164e-05 6.3111e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.15927500000000003 0.106285 -0.23071499999999998 -0.014114999999999997 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=0.00052759376370132313 -0.00044894428946728652 0.00057730112376829412 -0.00053606330783577145 -0.00064772308221157555 0.0002280594194618373 0.00028901621177610388 -0.0003021830144807466 0.00037931141990419867 -0.00022236841014849763
leaf_weight=0.0014276919246562188 0.0011035984352297462 0.0010269176451456587 0.0011206244965921803 0.0011818165059746116 0.0018674880575309536 0.0010953652804824845 0.0019229986511634057 0.0014855549738190723 0.0012212363706319779
leaf_count=152 161 239 357 137 430 325 1354 609 146
internal_value=0 3.50753e-05 -1.41018e-05 4.32315e-05 -3.55791e-05 -0.000106861 -0.000181475 -6.24594e-05 0.000107849
internal_weight=0 0.0123497 0.0113228 0.0102022 0.00877446 0.00690697 0.00581161 0.00462979 0.00270679
internal_count=3910 3749 3510 3153 3001 2571 2246 2109 755
is_linear=0
shrinkage=0.00196078


Tree=5022
num_leaves=11
num_cat=0
split_feature=484 133 42 484 16 2 151 52 1 0
split_gain=6.90687e-05 6.17307e-05 0.00010877 9.57691e-05 0.000117579 0.000154776 0.000124622 9.09045e-05 8.29611e-05 7.06622e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.087270000000000014 -0.014099999999999998 0.085255000000000011 -0.0088999999999999982 0.091210000000000013 0.10113500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -7 9 -8
right_child=1 -3 3 -5 5 7 8 -9 -10 -11
leaf_value=-0.00048756806792697282 -0.0004730756798365055 -0.00042251709944152383 -0.00048932710219191673 -0.00043647356133261087 -0.00015485681767417938 0.00041748874419881492 -0.00037952268570918282 0.0011809638908203933 0.00055153428305896115 0.0002308230354872686
leaf_weight=0.0010535230537785751 0.0012424057224877496 0.001042137148620322 0.0013452677286273432 0.001000315953882878 0.0010068790225107351 0.0013376101602068668 0.0011696483788935421 0.0010867182001768412 0.0015917255113465029 0.0019370281896921495
leaf_count=627 348 480 212 323 255 461 148 64 271 721
internal_value=0 3.47988e-05 7.54715e-05 0.000140532 0.000201449 0.00049134 3.6868e-05 0.000759721 0.000187531 1.03089e-06
internal_weight=0 0.0127597 0.0117176 0.0104752 0.00947488 0.00343121 0.00604367 0.00242433 0.0046984 0.00310668
internal_count=3910 3283 2803 2455 2132 780 1352 525 1140 869
is_linear=0
shrinkage=0.00196078


Tree=5023
num_leaves=12
num_cat=0
split_feature=484 133 133 12 15 3 3 2 151 4 2
split_gain=0.000109555 5.88268e-05 0.000105345 6.73476e-05 6.61186e-05 8.79466e-05 0.00015276 6.52668e-05 0.000103764 5.73878e-05 4.64548e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 -0.023959999999999995 0.024640000000000006 -0.10315499999999998 -1.0000000180025095e-35 0.083385000000000015 -0.0095999999999999992 0.0037100000000000002 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 -10 -6
right_child=1 -3 -4 4 10 6 7 8 9 -11 -12
leaf_value=-0.00062775827090299596 -0.00046406629303428527 -0.00040999350364347078 0.0005308975096332462 0.00053099907264398359 4.8774007847572673e-05 -0.00054201094816876691 0.00063398859667533679 -0.00041629866621129328 -1.5124085262710187e-06 0.00065657856240807194 -0.00050603733018297133
leaf_weight=0.0010115452836797914 0.001054120103847883 0.0010252496816325956 0.0017080131312950985 0.0017627631231320268 0.0011530856201796471 0.0013626474580627143 0.0010610421108865776 0.0010925174654883851 0.0010034087824676019 0.0010349038262451784 0.0011679270232821644
leaf_count=612 295 472 523 275 573 499 33 103 111 69 345
internal_value=0 4.13973e-05 7.87177e-05 6.48621e-06 5.79495e-05 0.000149415 2.83163e-05 0.000213712 7.12797e-05 0.000332617 -0.000230405
internal_weight=0 0.0134257 0.0124004 0.0106924 0.0096383 0.00731728 0.00555452 0.00419187 0.00313083 0.00203831 0.00232101
internal_count=3910 3298 2826 2303 2008 1090 815 316 283 180 918
is_linear=0
shrinkage=0.00196078


Tree=5024
num_leaves=11
num_cat=0
split_feature=484 133 48 42 160 133 43 4 12 16
split_gain=0.000109739 6.86969e-05 9.85203e-05 9.56261e-05 8.91202e-05 0.000169521 0.000115474 0.00010316 7.90638e-05 3.75628e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.11930500000000001 -0.090359999999999982 -0.080184999999999992 -0.090054999999999982 0.0016850000000000001 0.074650000000000008 0.085845000000000019 -0.08755499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 9 -7
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00063268276315096459 -0.00036499516034769022 -0.00044682075602933143 -0.00050276266719926786 -0.00020498406804106116 -0.00047681836782311485 1.643757696247657e-05 0.00093901685609107041 0.00065619128649478827 -0.0002823433910809917 0.00047353341797632846
leaf_weight=0.0010090962039342845 0.0013241877228165099 0.0010385541542847531 0.0010298680734561654 0.0017640320381960431 0.0010008944815278484 0.0011557362371844336 0.0012024783773048175 0.0018852512034823292 0.0013714724003278584 0.0017196519849076767
leaf_count=612 347 472 117 555 352 132 145 303 548 327
internal_value=0 3.76757e-05 7.80798e-05 0.000130444 0.000195403 0.000280136 0.000383432 0.000274484 0.000105039 0.000289808
internal_weight=0 0.0134921 0.0124536 0.0114237 0.0100995 0.00833548 0.00733459 0.00613211 0.00424686 0.00287539
internal_count=3910 3298 2826 2709 2362 1807 1455 1310 1007 459
is_linear=0
shrinkage=0.00196078


Tree=5025
num_leaves=10
num_cat=0
split_feature=11 13 39 0 51 52 1 4 4
split_gain=2.12315e-05 3.24653e-05 7.73878e-05 7.65402e-05 4.7272e-05 5.99843e-05 6.09397e-05 5.70692e-05 3.5957e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.0084849999999999978 0.071660000000000015 0.086560000000000012 0.05309500000000001 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -8 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.023750275624453851 -0.013093639328098983 0.018022629344414797 0.022950303821942533 -0.026537081748346028 0.0077346912254820906 0.011468560057128353 -0.038041165646111187 -0.0067272648001723131 -0.0018617341895210448
leaf_weight=0.0012041688862558277 0.0011357079586416909 0.0011363624720280357 0.0011265500564202821 0.0013691219845198034 0.0010698562295426463 0.0015907242379859547 0.0010736625979842259 0.0012709666226706079 0.0010061546348938957
leaf_count=124 279 531 387 329 567 931 360 120 282
internal_value=0 0.00127709 -0.00149038 -0.00515631 -0.000389956 -0.00457027 -0.0120424 -0.0210667 0.0120915
internal_weight=0 0.0108476 0.00863724 0.00751069 0.00614157 0.00500521 0.00341449 0.00234463 0.00221032
internal_count=3910 3631 3225 2838 2509 1978 1047 480 406
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=10
num_cat=0
split_feature=484 133 484 16 52 151 1 0 12
split_gain=7.39788e-05 5.59875e-05 7.31524e-05 0.000134739 0.000132474 0.000113406 0.000116527 0.000100214 6.62621e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.053834999999999994 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00051928307459716118 -0.00057276067103706062 -0.00040114304579375948 -0.00043119042902995351 0.00047784239443331085 0.0010001486085727976 7.2857204827610938e-05 0.00047352261792223696 -0.00027525444329719583 -0.00050719266875554492
leaf_weight=0.0010141391467090874 0.0012954487375458406 0.0010511956338383243 0.0010112023329803656 0.0017671858089457768 0.0010575181660431752 0.0019997185354546816 0.0018244374179104323 0.0011035642647317205 0.0012185688795656236
leaf_count=627 218 480 341 525 91 393 286 279 670
internal_value=0 3.16514e-05 7.19924e-05 0.000121554 0.000406884 -5.5288e-05 7.76479e-05 0.000188339 -0.000146772
internal_weight=0 0.0123288 0.0112776 0.0102664 0.00392827 0.00633817 0.00504272 0.00287075 0.00321829
internal_count=3910 3283 2803 2462 895 1567 1349 804 1063
is_linear=0
shrinkage=0.00196078


Tree=5027
num_leaves=9
num_cat=0
split_feature=42 49 2 151 0 43 2 12
split_gain=1.81922e-05 3.84016e-05 8.14224e-05 7.61634e-05 6.38152e-05 5.99665e-05 8.02966e-05 2.37888e-05
threshold=-1.0000000180025095e-35 -0.047894999999999993 0.092865000000000017 -0.03268999999999999 -0.15291499999999997 -0.074254999999999988 0.099990000000000009 0.083465000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 -7
right_child=1 3 -4 4 5 6 -8 -9
leaf_value=-0.0088603329868244627 0.03046010261340773 -0.025786756989061091 -0.0079112547595474678 0.023269294995010865 0.012951799604931081 -0.011490234474928376 0.0073314227605462429 -0.032927845643999781
leaf_weight=0.0019733435802529739 0.0012292241817898179 0.0011212257139520763 0.0010052480385043733 0.0011994951837437139 0.0017617995139435879 0.00100908491347585 0.0016008177399827366 0.0010628345624856322
leaf_count=1060 242 343 208 168 641 173 383 692
internal_value=0 0.00164683 0.0131975 -0.00168119 0.00239292 -0.00221486 -0.00949025 -0.0224871
internal_weight=0 0.00998973 0.00223447 0.00775526 0.00663403 0.00543454 0.00367274 0.00207192
internal_count=3910 2850 450 2400 2057 1889 1248 865
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=11
num_cat=0
split_feature=484 41 157 133 0 42 2 151 2 1
split_gain=0.000140216 9.5344e-05 0.000107008 7.59795e-05 0.000131335 0.000100085 8.21155e-05 8.92012e-05 0.000121165 3.09054e-05
threshold=-0.0043499999999999988 0.075585000000000013 -0.073574999999999988 0.10681500000000001 -0.017269999999999997 -1.0000000180025095e-35 0.11203000000000002 -0.0088999999999999982 0.091525000000000009 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 9 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00069488717784474624 0.00062861627108424709 -0.00054023434423942235 -0.00050640720127858674 -0.00048433442189795391 0.00056583448842797415 -0.00024845192665692362 -0.00030082134132679539 -2.3572582707266818e-05 0.0008663929882709925 0.00039423756265216545
leaf_weight=0.0010728382915104187 0.00126386013369426 0.0010047895095053301 0.0013783764443121623 0.0010164606596412438 0.0017585035506207337 0.0013640160802765615 0.0017468762866601935 0.0019641474522457238 0.0011637121954948017 0.0010416475750602717
leaf_count=612 387 193 685 441 260 214 303 480 180 155
internal_value=0 4.12012e-05 8.72115e-05 2.73658e-05 7.72947e-05 -2.19224e-05 6.98037e-05 0.000186806 0.000329197 0.000121218
internal_weight=0 0.0137024 0.0126976 0.0114337 0.0104173 0.00865878 0.0072804 0.00553352 0.00416951 0.0030058
internal_count=3910 3298 3105 2718 2277 2017 1332 1029 815 635
is_linear=0
shrinkage=0.00196078


Tree=5029
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 4 4
split_gain=1.75926e-05 4.74661e-05 5.39996e-05 4.90135e-05 5.06999e-05 6.00172e-05 3.81712e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.11043500000000002 0.083775000000000002 -0.08422499999999998 -0.076329999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.022019590504622252 -0.012567109043819046 0.015350552761936465 -0.021209282001013473 0.018315585648874762 0.010858214338397634 0.015773345915454755 -0.0089821535252981657
leaf_weight=0.0018778985958901161 0.0010322858305544637 0.0019234798670453518 0.0012537867929074522 0.0013707844152499047 0.0019617486500906741 0.0010833606710498249 0.0014653344563721553
leaf_count=635 145 500 308 320 455 530 1017
internal_value=0 0.00108977 -0.00195368 0.00115781 -0.00252383 -0.0084544 0.00154054
internal_weight=0 0.0109364 0.00901291 0.00775913 0.00638834 0.00442659 0.0025487
internal_count=3910 3765 3265 2957 2637 2182 1547
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 3 0 47
split_gain=1.93873e-05 3.20203e-05 3.55822e-05 4.60061e-05 4.9941e-05 0.000108368 6.69534e-05 5.06895e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 0.10420500000000001 -0.084154999999999994 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.015008913837521971 -0.012527901327191081 -0.013856473252553814 -0.01729235805963468 0.024265881536322139 0.035145791727765968 -0.022057957578936516 0.0025197358548909375 -0.0053992098546344069
leaf_weight=0.0014578482984745804 0.0011325129942742511 0.0017333245523028984 0.0010617124763388046 0.001358318241432179 0.0010670747040551418 0.001595592835087793 0.0015320767432168226 0.0010001095386747052
leaf_count=247 279 1646 221 544 120 231 461 161
internal_value=0 0.00122455 -0.000925118 0.00201836 0.00514699 -0.00193083 0.0159143 0.0116862
internal_weight=0 0.0108061 0.00934821 0.00761488 0.00655317 0.00395402 0.00259915 0.00235843
internal_count=3910 3631 3384 1738 1517 936 581 705
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=12
num_cat=0
split_feature=484 133 12 42 1 43 0 457 0 0 48
split_gain=0.000136605 6.67869e-05 7.78402e-05 7.76719e-05 9.09393e-05 6.46115e-05 0.000106824 8.51476e-05 7.18421e-05 6.20873e-05 2.08327e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.10333000000000002 -0.090359999999999982 0.11052000000000002 -0.073139999999999983 -0.082074999999999995 0.082870000000000013 -0.10209999999999998 -0.070894999999999986 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 8 -7 -5 -6
right_child=1 -3 -4 4 10 6 -8 -9 -10 -11 -12
leaf_value=-0.00070094383749980452 -0.00048773058491478194 -0.000438343106983013 0.0005299708999152473 0.00018283220808449754 -7.9706272676295157e-05 -0.00022793817503940741 -0.00047084218685355364 0.00069211293451070367 0.0003756540885957881 0.0008142275667502774 -0.0004731883353280882
leaf_weight=0.0010079941446045513 0.00100122941673362 0.0010025739028251502 0.0013615765631565914 0.0014392911589397586 0.0010200558284089141 0.0016872349678663579 0.0011385209655220083 0.0010420906364190241 0.0013767925781422497 0.001025320898530171 0.0010496300251700875
leaf_count=612 301 472 277 542 328 189 403 84 462 125 115
internal_value=0 4.80514e-05 8.82142e-05 3.24187e-05 8.56749e-05 0.000183648 6.05939e-05 0.000207947 4.32805e-05 0.000445504 -0.000279259
internal_weight=0 0.0131443 0.0121417 0.0107802 0.00977894 0.00770925 0.00524464 0.00410612 0.00306403 0.00246461 0.00206969
internal_count=3910 3298 2826 2549 2248 1805 1138 735 651 667 443
is_linear=0
shrinkage=0.00196078


Tree=5032
num_leaves=10
num_cat=0
split_feature=1 4 43 16 151 160 4 16 3
split_gain=1.67254e-05 4.81066e-05 3.04216e-05 2.92653e-05 8.47894e-05 7.55433e-05 3.88277e-05 7.05746e-05 2.53119e-05
threshold=0.085990000000000011 -0.082054999999999975 0.0016850000000000001 -0.055679999999999993 -0.0088999999999999982 -0.026849999999999995 0.24280000000000004 -0.088504999999999986 -0.080664999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 7 -6 -3
right_child=3 8 -4 5 6 -7 -8 -9 -10
leaf_value=-0.0044914435729872726 -0.016273867301787332 -0.0027632219918292821 0.01739318442027522 0.015476335191875521 -0.0105606117341144 -0.018534896999234222 0.031647919207676865 0.026421498240075454 -0.023503653474128163
leaf_weight=0.0014682671720384704 0.0010524867674019593 0.0010252967001472548 0.0011194984921188006 0.0010858145193010885 0.0010064210312226596 0.0016385588370784758 0.0011017301384812629 0.0010589905446399632 0.0013809665915974422
leaf_count=539 192 838 91 279 163 520 277 270 741
internal_value=0 -0.00448814 0.00497611 0.0030998 0.00831617 -0.00497953 0.0164878 0.00840108 -0.0146663
internal_weight=0 0.00499403 0.00258777 0.006944 0.00421963 0.00272437 0.00316714 0.00206541 0.00240626
internal_count=3910 2209 630 1701 902 799 710 433 1579
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=10
num_cat=0
split_feature=1 151 15 42 484 0 16 3 0
split_gain=1.60613e-05 3.93749e-05 7.05823e-05 4.06921e-05 6.27497e-05 5.25705e-05 4.82122e-05 8.92241e-05 1.74705e-05
threshold=0.12730000000000002 0.054740000000000004 0.088615000000000013 0.084100000000000022 0.057010000000000005 -0.082194999999999976 -0.025139999999999999 -0.084014999999999992 -0.15517999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1 -9
right_child=-2 -3 -4 5 -6 -7 -8 8 -10
leaf_value=0.031290486482767325 0.01013394613078451 0.016622077108117868 -0.027171934863331516 -0.028026722212971051 0.025787936924262456 0.0026639839812493508 -0.013623306900212313 -0.01321243343534842 0.004802280746966813
leaf_weight=0.0010067781323159141 0.0013664762128943195 0.0010883004500823338 0.0011084717945816789 0.0010582740412914252 0.0010799563237087993 0.0011809270725102118 0.0018476893228457749 0.0011462654542593615 0.0010150328679532352
leaf_count=435 345 169 817 675 207 378 514 112 258
internal_value=0 -0.00138944 -0.00346517 -0.000312382 0.00392247 -0.0118408 -0.000785432 0.00670189 -0.004752
internal_weight=0 0.0105317 0.0094434 0.00833492 0.00609572 0.0022392 0.00501577 0.00316808 0.0021613
internal_count=3910 3565 3396 2579 1526 1053 1319 805 370
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=9
num_cat=0
split_feature=42 51 49 42 52 16 1 52
split_gain=1.69654e-05 3.66895e-05 4.46402e-05 6.58288e-05 3.48669e-05 5.46038e-05 5.9682e-05 2.32501e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.091955000000000023 -0.072349999999999984 -0.19424999999999998 0.094485000000000013 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.0085697805648497268 -0.013486319563936458 0.021777498696744023 -0.011461651988863016 -0.019796599535074261 -0.0073713331529583473 -0.0030948153298293504 0.034804417514059431 0.016373901089918135
leaf_weight=0.0019560294248403597 0.0013828683019084373 0.0012203512717624586 0.0010168129035273716 0.0012480077698008019 0.0014704920665482503 0.0012021775237123376 0.0011074290840391221 0.0012524942402306874
leaf_count=1060 521 223 323 672 293 330 168 320
internal_value=0 0.00162185 0.00407468 0.00111423 0.00542818 0.0088407 0.0155333 0.00683908
internal_weight=0 0.00990063 0.00851776 0.00729741 0.00604941 0.00503259 0.0035621 0.00245467
internal_count=3910 2850 2329 2106 1434 1111 818 650
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=11
num_cat=0
split_feature=484 52 51 52 3 1 0 15 2 16
split_gain=8.02418e-05 5.5187e-05 4.34819e-05 7.39541e-05 4.27575e-05 6.18145e-05 8.89567e-05 7.06157e-05 5.53382e-05 4.28118e-05
threshold=-1.0000000180025095e-35 -0.068164999999999989 -0.095859999999999987 -0.088354999999999989 0.090325000000000003 0.076710000000000014 -0.10575999999999998 -0.021529999999999997 0.091525000000000009 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 -3 -6
right_child=1 4 3 -5 9 6 7 -9 -10 -11
leaf_value=-0.00051854106630290638 0.00054104181446863926 -0.00047543232272203505 -0.00021427169737972841 0.00042327435609768944 -0.00050389632748312166 0.00061137572606553121 0.00032056280077437323 -0.00039346185314129167 7.7637698488751961e-05 4.3601452978785928e-06
leaf_weight=0.0010813742188564403 0.0011995125618714203 0.0012954965985373882 0.0014425729616245114 0.0013580505178444704 0.0013429726010433986 0.001329911591877763 0.0010695528400219724 0.0010605579647201535 0.0015019091884692966 0.0012123920477056299
leaf_count=627 295 779 410 201 181 156 269 420 477 95
internal_value=0 3.76657e-05 0.00022867 9.48808e-05 -4.90314e-05 3.82472e-05 0.00021348 -3.4942e-05 -0.000178493 -0.000262754
internal_weight=0 0.0128129 0.00400014 0.00280062 0.00881279 0.00625743 0.00346002 0.00213011 0.00279741 0.00255536
internal_count=3910 3283 906 611 2377 2101 845 689 1256 276
is_linear=0
shrinkage=0.00196078


Tree=5036
num_leaves=9
num_cat=0
split_feature=50 15 47 1 3 2 151 1
split_gain=1.85845e-05 3.61595e-05 5.43483e-05 3.70662e-05 4.7112e-05 5.87592e-05 4.12982e-05 3.45185e-05
threshold=0.088425000000000017 -0.15202999999999997 0.096175000000000024 0.076710000000000014 -0.084129999999999996 0.094010000000000024 -0.024429999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -8
right_child=-2 2 -4 6 5 -7 7 -9
leaf_value=0.018559902226472268 -0.012606240209745698 -0.017776982390382164 -0.018901805558137287 0.022756305986942785 0.022168109039177313 -0.0094951606260201028 0.012743101639747135 -0.0091332088651181354
leaf_weight=0.001078933505363114 0.0010731236854705792 0.0016146753484526603 0.0014082584108449413 0.00141829845212392 0.0010414497050191499 0.0013404441826493257 0.001457385647769387 0.001428029530258266
leaf_count=414 689 717 235 284 478 442 279 372
internal_value=0 0.00119266 -0.000737401 0.00234444 -0.00459014 0.00434916 0.00878412 0.00191623
internal_weight=0 0.0107875 0.00970854 0.00830028 0.00399657 0.00238189 0.00430371 0.00288542
internal_count=3910 3221 2807 2572 1637 920 935 651
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 52 2 13
split_gain=1.87245e-05 3.52185e-05 8.44373e-05 5.3075e-05 3.93243e-05 4.38191e-05 3.6738e-05 1.86342e-05
threshold=0.078340000000000007 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.0033900000000000002 0.087005000000000013 -0.42334499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0022652746881698794 -0.012961407325579533 -0.0013727186390695501 0.023810343434462512 -0.023574613264891062 0.015630627698475796 0.0084459970838939458 -0.022110671920307568 0.020487251511053413
leaf_weight=0.0010233149226228238 0.0010257805324570919 0.0017077164869861688 0.0011213221881829659 0.0013488214657147984 0.0010826795744220425 0.0015677971924843311 0.0017092746541635072 0.0012427450418371724
leaf_count=121 263 567 387 330 434 1000 511 297
internal_value=0 0.00117615 -0.00176533 -0.0056323 -0.00164366 -0.00539558 -0.0117464 0.0122585
internal_weight=0 0.0108037 0.00853761 0.00741629 0.00606747 0.00498479 0.00341699 0.00226606
internal_count=3910 3647 3229 2842 2512 2078 1078 418
is_linear=0
shrinkage=0.1


Tree=5038
num_leaves=10
num_cat=0
split_feature=14 49 2 4 150 42 47 4 4
split_gain=1.74053e-05 3.69106e-05 4.47069e-05 4.41522e-05 5.84271e-05 6.3281e-05 9.93804e-05 6.29662e-05 1.3845e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 -0.08422499999999998 0.086420000000000011 -0.088249999999999981 0.09252500000000001 -0.034289999999999994 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 7 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.012652710540383267 -0.0085342981941464533 0.019075792074459658 0.013408729322070351 0.027038219278009937 -0.021500561573901365 -0.010895012131994473 -0.026422508658759392 0.020259040937687767 -0.025163477302138165
leaf_weight=0.0010020219119170016 0.0010011136264934445 0.0010355860121715769 0.0018091578160600212 0.001017252840273695 0.0010175931990608136 0.0010151870133590572 0.0011013066676255666 0.0017973255968749117 0.0010015609775462829
leaf_count=196 173 565 456 147 236 787 218 645 487
internal_value=0 0.00112493 -0.000779657 -0.00400792 0.000315737 0.00481782 -0.000957547 0.00901387 -0.0168507
internal_weight=0 0.0107961 0.0097605 0.00795134 0.00594867 0.00493107 0.00391382 0.00281251 0.00200267
internal_count=3910 3714 3149 2693 2033 1797 1650 1432 660
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=9
num_cat=0
split_feature=3 1 15 13 12 150 16 16
split_gain=1.65643e-05 2.82157e-05 6.01681e-05 3.57223e-05 3.48625e-05 3.91683e-05 5.289e-05 5.27117e-05
threshold=-0.15464999999999998 0.085990000000000011 -1.0000000180025095e-35 -0.028919999999999998 0.097345000000000015 0.075065000000000007 -0.19424999999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -8
right_child=1 4 3 -5 -6 -7 7 -9
leaf_value=0.011912279919594117 -0.028094351073832402 -0.024052735786014495 -0.011245900058362188 0.0097896639217143096 0.020025852074478139 0.013720382962274721 0.018106631596525629 -0.0096261784661789071
leaf_weight=0.0010552505376542161 0.0010656941618082299 0.0010976132041240409 0.0016089850183636195 0.001620224955969004 0.0010110354073326394 0.0014690571189668383 0.0011662890211777399 0.0016620557910298768
leaf_count=259 1019 220 573 539 225 290 327 458
internal_value=0 -0.00121974 -0.00749097 -0.000691509 0.00298477 -0.000208758 -0.00542091 0.00180965
internal_weight=0 0.010701 0.0042949 0.00322921 0.00640605 0.00539502 0.00392596 0.00282834
internal_count=3910 3651 2131 1112 1520 1295 1005 785
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 151 1 0 0
split_gain=0.000161037 4.78252e-05 8.4913e-05 0.000129722 0.000123058 7.77638e-05 5.73849e-05 8.87074e-05 7.1296e-05 0.000177259
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.00076360496433692431 -0.00037604312133823178 -0.00034656110608379366 -0.00043538447742392036 0.00044944442918544105 0.00096359087187098693 -0.00019823628612362931 -0.0004948891356535267 0.00039724932978810337 0.00069197032368367695 -0.00041996990628842209
leaf_weight=0.0010155634057017098 0.0014593544550546064 0.0010915883684297469 0.0011087265401679208 0.0018690735110475786 0.0011192898529323427 0.0011519892393412078 0.0012735603903307022 0.0019468379614149614 0.001013095320465872 0.0012089493268738834
leaf_count=612 219 481 341 530 91 280 177 286 434 459
internal_value=0 4.65797e-05 8.1898e-05 0.000133838 0.00040823 0.000202471 -3.07691e-05 6.18139e-05 -0.000125003 8.69963e-05
internal_weight=0 0.0132425 0.0121509 0.0110422 0.00414035 0.00302106 0.0069018 0.00544244 0.00349561 0.00222204
internal_count=3910 3298 2817 2476 901 810 1575 1356 1070 893
is_linear=0
shrinkage=0.00196078


Tree=5041
num_leaves=12
num_cat=0
split_feature=484 48 12 48 13 133 4 52 51 1 0
split_gain=0.000144003 5.98758e-05 0.000116415 9.40736e-05 7.40722e-05 8.71892e-05 8.71176e-05 0.000142966 0.000134968 4.72111e-05 4.10784e-05
threshold=-0.0043499999999999988 0.11930500000000001 -0.036459999999999992 0.092755000000000018 -0.094679999999999986 0.084760000000000016 -0.034289999999999994 0.071660000000000015 -0.0064149999999999997 0.091035000000000019 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 7 -6 -8 -10 -4
right_child=1 -3 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.00071470407039156577 -0.00048729661325126804 -0.00040225112118348166 0.00013519517776529522 0.00068775963310189667 -0.00070407827461490375 -0.00050338342700921904 0.00075963387702066606 0.0002615417375334911 0.00032281214489089525 -0.00018253435514210202 0.00068312612510752042
leaf_weight=0.0010151236201770752 0.0012122265729214076 0.001031665537922939 0.0010189993790529492 0.0011341033347370142 0.001164405669257328 0.001117035622361282 0.0013794046584416995 0.0011939491646432091 0.0011764077784784854 0.0017956808348270237 0.0010873951190319697
leaf_count=612 442 137 192 172 467 698 175 530 220 206 59
internal_value=0 5.14485e-05 8.95659e-05 0.00015275 9.16673e-05 3.82852e-06 8.82677e-05 -0.00021522 0.000252747 1.74912e-05 0.000418056
internal_weight=0 0.0133113 0.0122796 0.0110674 0.00993328 0.00782688 0.00670985 0.00235835 0.00435149 0.00297209 0.00210639
internal_count=3910 3298 3161 2719 2547 2296 1598 997 601 426 251
is_linear=0
shrinkage=0.00196078


Tree=5042
num_leaves=12
num_cat=0
split_feature=484 133 0 16 16 151 1 484 52 3 2
split_gain=6.91787e-05 6.71753e-05 8.96433e-05 5.78075e-05 4.86415e-05 8.86903e-05 0.000100883 6.46171e-05 4.39504e-05 2.49082e-05 2.4781e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.14676000000000003 0.31524000000000002 -0.014099999999999998 -0.044604999999999992 0.10113500000000002 0.081525000000000014 0.082665000000000002 0.10666500000000002 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -6 10 -8 -7
right_child=1 -3 -4 -5 7 6 9 -9 -10 -11 -12
leaf_value=-0.00048221369502643343 -0.00052316951461006222 -0.00045037511312684121 0.00062018475721369059 -0.00038270148623817634 0.00050104840473057938 -0.00019607717380612963 0.00021568425772661417 -0.00011475550128439435 -0.00045446513375530515 0.00064183787751244121 0.00018517714311212211
leaf_weight=0.0010793945118242098 0.0011153500405845559 0.0010146335607241702 0.0010576828845203718 0.0012051053244963887 0.0018787937083263109 0.0011591589663068275 0.0010857716143006315 0.001005858462498857 0.0010475304346043851 0.0010252193126521097 0.0015084327898306649
leaf_count=627 207 471 70 306 463 233 202 282 682 138 229
internal_value=0 3.42201e-05 7.48926e-05 2.26096e-05 7.23182e-05 -1.6615e-05 8.03598e-05 0.000286322 -0.000114134 0.000422649 1.95092e-05
internal_weight=0 0.0131035 0.0120889 0.0110312 0.00982612 0.00694146 0.00582611 0.00288465 0.00371512 0.00211099 0.00266759
internal_count=3910 3283 2812 2742 2436 1691 1484 745 1144 340 462
is_linear=0
shrinkage=0.00196078


Tree=5043
num_leaves=11
num_cat=0
split_feature=484 52 47 48 2 133 42 2 52 0
split_gain=8.09851e-05 5.96185e-05 5.82341e-05 0.000111739 8.88881e-05 7.63886e-05 0.000155603 7.14695e-05 5.68139e-05 9.35637e-05
threshold=-1.0000000180025095e-35 -0.068164999999999989 0.09550500000000002 0.084500000000000006 0.11260500000000001 0.084630000000000025 0.060615000000000009 0.087995000000000004 -0.27466499999999994 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 6 7 -3 -2 -10
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00052762779596840124 -0.00013519251164975993 -0.00060970659560246969 0.00027120319843266616 -0.00070192302233096967 0.00049890083640271525 -0.00056029807908745629 0.00049563558173835391 8.035712323865469e-05 -5.7966577422433795e-05 0.00066196680678373883
leaf_weight=0.0010848104502518942 0.0011854653533389442 0.0013464863112841634 0.0016601389858276108 0.0011315224643755782 0.0010145188609499041 0.0012384431201675301 0.0014897105867484241 0.0010097712063875256 0.0011554675872776643 0.0017379343992593339
leaf_count=627 379 440 195 192 271 567 466 246 52 475
internal_value=0 3.00695e-05 -5.99764e-05 -0.000136016 -3.10249e-05 -0.000136764 -3.81101e-07 -0.000313981 0.00022634 0.000374465
internal_weight=0 0.0129695 0.00889059 0.00723045 0.00609893 0.00508441 0.00384597 0.00235626 0.00407887 0.0028934
internal_count=3910 3283 2377 2182 1990 1719 1152 686 906 527
is_linear=0
shrinkage=0.00196078


Tree=5044
num_leaves=9
num_cat=0
split_feature=42 160 16 43 43 42 15 0
split_gain=1.82705e-05 3.81661e-05 8.78896e-05 5.04746e-05 5.7419e-05 5.2166e-05 3.7215e-05 0.000125468
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.006474999999999999 -0.074254999999999988 -0.089949999999999988 0.08221500000000001 -1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -5
right_child=1 3 -4 5 -6 -7 -8 -9
leaf_value=-0.0088844734659965559 -0.029348922086614201 0.0014372459925967775 0.0097524151352668936 -0.0080194169130408249 0.033171508489493816 -0.0202814110107465 -0.0069142930084044587 0.035977632512381084
leaf_weight=0.001960512447703836 0.0011389347100004968 0.0011238127479335745 0.0011606687311940987 0.0014158538183721703 0.001157332426615908 0.0010440660152670313 0.0016926336465276645 0.0011954141705643549
leaf_count=1060 660 218 380 119 386 645 267 175
internal_value=0 0.00167935 -0.00961348 0.00508329 0.0175375 -0.000228993 0.00463544 0.012122
internal_weight=0 0.00992872 0.0022996 0.00762911 0.00228115 0.00534797 0.0043039 0.00261127
internal_count=3910 2850 1040 1810 604 1206 561 294
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=12
num_cat=0
split_feature=484 133 0 12 1 151 12 2 15 1 4
split_gain=7.61151e-05 7.22472e-05 8.27484e-05 4.24568e-05 8.5245e-05 6.01402e-05 7.23791e-05 0.000102945 8.50465e-05 0.000111087 7.43227e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.14676000000000003 -0.036459999999999992 0.12864500000000004 -0.083919999999999981 0.095295000000000019 0.086545000000000025 1.0000000180025095e-35 0.086560000000000012 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 10 9 -9 -7
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00051083971136039769 -0.0003560953160521756 -0.00046678802841748575 0.00061412735744844683 -0.00043301155233693088 0.00058469959771247407 0.00013466636318093585 -0.00034908044743949489 0.0010413607573070104 -9.0251177665028767e-05 0.0002250551332381861 -0.00056599514697021314
leaf_weight=0.0010652417907612921 0.0010052276548726024 0.0010167353404308228 0.0010117016379167761 0.0010699820999088986 0.0010871056324770279 0.001339037695021781 0.0013452835227702672 0.0010446469345435853 0.0011808087112451741 0.0016585375640739274 0.0010296084458997134
leaf_count=627 419 471 70 246 131 645 405 277 280 200 139
internal_value=0 3.46852e-05 7.79971e-05 2.7589e-05 6.71266e-05 2.21397e-06 6.35049e-05 0.000152274 0.000348751 0.000540517 -0.000169899
internal_weight=0 0.0127887 0.0117719 0.0107602 0.00975501 0.0086679 0.00759792 0.00625264 0.00388399 0.00270318 0.00236865
internal_count=3910 3283 2812 2742 2323 2192 1946 1541 757 477 784
is_linear=0
shrinkage=0.00196078


Tree=5046
num_leaves=12
num_cat=0
split_feature=484 3 52 15 49 133 160 52 4 0 52
split_gain=6.40718e-05 5.10667e-05 4.01717e-05 3.91618e-05 0.000118609 3.56019e-05 7.41025e-05 8.17026e-05 6.55895e-05 7.24351e-05 4.83798e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.068164999999999989 -0.017214999999999998 -0.045004999999999996 -0.088019999999999987 -1.0000000180025095e-35 0.10433000000000002 0.05309500000000001 -0.11756999999999999 0.06136500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 8 10 -10 -8
right_child=1 2 5 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00047198819197477105 0.00043765476067177686 0.00048885291681496218 0.00022003072329342937 0.00043025624264174319 -0.00040191441579407345 -0.00062693605217992382 -0.00073059272220552234 0.00039560879451818712 -0.00032471064517980083 0.00035397288851310806 -0.00013474445940656179
leaf_weight=0.0010645775219812184 0.0010750879082624233 0.0010640997477026938 0.0012316851188223076 0.0013273957278298019 0.0012496061495031715 0.001029057035922468 0.0010420860931696517 0.001216361567891064 0.0011184757930015961 0.0013159800016818838 0.0010535952493525692
leaf_count=627 225 151 423 217 424 569 362 158 160 197 397
internal_value=0 2.87645e-05 -8.97412e-06 0.000161785 7.75965e-06 -8.66225e-05 -0.000142367 -5.55926e-05 -0.000176742 4.21615e-05 -0.000431032
internal_weight=0 0.0127234 0.0116483 0.0036411 0.00231371 0.00800724 0.00677556 0.0057465 0.00453014 0.00243446 0.00209568
internal_count=3910 3283 3058 792 575 2266 1843 1274 1116 357 759
is_linear=0
shrinkage=0.00196078


Tree=5047
num_leaves=9
num_cat=0
split_feature=50 4 2 3 42 48 3 3
split_gain=1.73879e-05 3.85195e-05 4.22434e-05 3.98859e-05 5.07641e-05 5.87858e-05 4.77444e-05 5.27982e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.094625000000000015 -0.088669999999999985 0.081315000000000012 -0.10942499999999998 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.017212549848724036 -0.012209124903736119 0.017991673962333508 -0.018816587607709358 0.014492489110647043 0.0056718453428149596 0.012189413691903281 -0.034419442819751303 -0.0075843825050294564
leaf_weight=0.0011255427516397784 0.001073109736570251 0.001204962085913191 0.0011661593900812684 0.001843906050654126 0.0011237170725542293 0.0013320986420062254 0.0012319115202595883 0.0018110517807059616
leaf_count=349 689 396 331 141 195 393 1045 371
internal_value=0 0.00113531 -0.000972896 0.00148436 -0.00213651 -0.00609706 -0.0119433 -0.0184483
internal_weight=0 0.0108393 0.00963439 0.00846823 0.00662432 0.00549878 0.00416668 0.00304296
internal_count=3910 3221 2825 2494 2353 2004 1611 1416
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 150 4 12 2 16
split_gain=8.1774e-05 4.78779e-05 7.92202e-05 6.70705e-05 7.53108e-05 0.000100561 7.5198e-05 7.06417e-05 6.44886e-05 5.82362e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 -0.23071499999999998 0.086935000000000012 0.082715000000000025 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -9
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11
leaf_value=-0.00055069710239136292 -0.00043851115507649786 -0.00036738394782672237 0.00056330423596257591 -0.00038466542149022452 0.00045764745530516216 -0.00052823502982941156 4.0029930712089123e-05 0.00024289878738044298 0.00063387514244936057 -0.00032144604861830857
leaf_weight=0.001000754162305475 0.001122308044821419 0.0010639954737007426 0.0011190225194993341 0.0011053364285436582 0.0015917569853472905 0.0012176320652576454 0.0011972006379275355 0.0013672401571899328 0.0017034019077198953 0.0014470771407386394
leaf_count=612 261 137 368 166 117 205 141 359 479 1065
internal_value=0 3.10789e-05 6.67932e-05 1.51182e-05 6.79874e-05 -9.17764e-06 8.34906e-05 0.000174038 0.00038877 -4.72783e-05
internal_weight=0 0.012935 0.011871 0.010752 0.00962965 0.00803789 0.00682026 0.00571492 0.0029006 0.00281432
internal_count=3910 3298 3161 2793 2532 2415 2210 2044 620 1424
is_linear=0
shrinkage=0.00196078


Tree=5049
num_leaves=10
num_cat=0
split_feature=11 13 39 0 151 49 16 16 4
split_gain=1.94814e-05 3.33657e-05 6.84038e-05 4.25983e-05 3.85735e-05 5.03737e-05 7.75509e-05 7.11537e-05 2.92421e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.044604999999999992 -0.053904999999999988 -0.089559999999999987 -0.008069999999999999 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 -7 -8 -1
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=0.022732891457853337 -0.012605179610498968 -0.018325330289687136 0.021358345424486884 -0.021100216934557381 -0.017670041111707554 0.026363601954347046 -0.017594214414900895 0.015894745845151628 -0.000328838330508683
leaf_weight=0.0012010452209474335 0.0011229989915930967 0.0011135533529901976 0.0011279250928222032 0.0013555185620650169 0.0010105628377845089 0.0013913610962356239 0.0014490960806314756 0.0011285482819886397 0.0010140463699698033
leaf_count=124 279 381 387 329 130 453 1025 520 282
internal_value=0 0.00123422 -0.0015916 -0.00506684 -0.00149995 0.00226262 0.00733775 -0.00293203 0.0121755
internal_weight=0 0.0107917 0.00857657 0.00744864 0.00609312 0.00497957 0.00396901 0.00257764 0.00221509
internal_count=3910 3631 3225 2838 2509 2128 1998 1545 406
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=9
num_cat=0
split_feature=42 475 43 0 16 13 15 4
split_gain=2.02327e-05 3.60837e-05 4.00789e-05 4.79514e-05 4.44674e-05 5.03563e-05 3.55373e-05 2.20369e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.070894999999999986 0.20277000000000003 -0.11267999999999999 -0.074174999999999977 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=-0.0093510275350690026 -0.015710042208250511 0.0026510577968328754 0.022322427367207725 0.030228703575847046 -0.019568638063460743 0.016115098993942489 -0.012455607457382729 -0.0031312418500649558
leaf_weight=0.0019583522035896443 0.0010550438946126976 0.0014873026369301692 0.0010955840035957775 0.0010944763336262358 0.0010199079089717551 0.001156878537126422 0.0017814857431613504 0.0012247036845946624
leaf_count=1060 555 610 239 227 157 114 796 152
internal_value=0 0.00177194 0.00385361 0.0143419 -0.000459219 0.00324703 -0.001773 0.00621787
internal_weight=0 0.00991538 0.00886034 0.00258178 0.00627856 0.00525865 0.00416307 0.00238158
internal_count=3910 2850 2295 837 1458 1301 1062 266
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=9
num_cat=0
split_feature=42 51 49 42 52 16 1 52
split_gain=1.64132e-05 3.25339e-05 3.66691e-05 5.77193e-05 3.23767e-05 4.35154e-05 5.83579e-05 2.08694e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.091955000000000023 -0.074484999999999982 -0.19424999999999998 0.094485000000000013 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.0084233211223346937 -0.01267674529926621 0.019970672856778129 -0.011133015444287299 -0.018263154306222482 -0.0059931578021742262 -0.0032664084477406147 0.033677032072265405 0.015088720996768612
leaf_weight=0.0019567244603357565 0.0013742327130151577 0.0012175372588850335 0.001002043448445282 0.0012578838294587886 0.0014609131161039297 0.0012289907516921654 0.0010983163639298023 0.0012489027003439576
leaf_count=1060 521 223 318 672 293 332 171 320
internal_value=0 0.0016006 0.00390493 0.00122431 0.0052833 0.00854903 0.0144896 0.00598491
internal_weight=0 0.00988882 0.00851459 0.00729705 0.00603917 0.00503712 0.00357621 0.00247789
internal_count=3910 2850 2329 2106 1434 1116 823 652
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=10
num_cat=0
split_feature=50 4 12 3 43 52 12 3 52
split_gain=1.69711e-05 3.26247e-05 3.75236e-05 3.81435e-05 5.32749e-05 6.01588e-05 6.3666e-05 9.73559e-05 5.22258e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.094625000000000015 -0.17307499999999998 0.086950000000000013 0.086935000000000012 -0.016619999999999996 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -5
right_child=-2 -3 3 8 5 -7 -8 -9 -10
leaf_value=-0.018231988924701598 -0.012100849577990805 0.016730055984159727 0.018438320112789633 0.02861180514733035 0.03064061670768255 -0.027548630914306628 -0.018244693892360709 -0.0081619801582663073 -0.0016791604769480777
leaf_weight=0.0010939093516742588 0.0010631492001409422 0.0011938239647454321 0.0010047455601467584 0.0010690655017266647 0.001107169655398247 0.0010940298310297561 0.001419567267525278 0.0015544129637520326 0.0012173160041388242
leaf_count=282 689 396 158 116 518 692 852 121 86
internal_value=0 0.00114347 -0.000802892 0.00144908 -0.00263361 -0.00672466 -0.0011424 0.00797919 0.0124843
internal_weight=0 0.010754 0.00956022 0.00846631 0.00617993 0.00517518 0.00408115 0.00266158 0.00228638
internal_count=3910 3221 2825 2543 2341 2183 1491 639 202
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=9
num_cat=0
split_feature=11 3 15 3 43 3 2 15
split_gain=1.88375e-05 3.41004e-05 3.16084e-05 0.000146626 4.8739e-05 4.81521e-05 4.02158e-05 3.91871e-05
threshold=0.077330000000000024 -0.10628499999999998 0.088190000000000004 -0.078669999999999976 -0.053009999999999995 0.084925000000000014 0.113945 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.01558431601886081 -0.012427542553190417 -0.038070372157882851 0.012129242539424169 0.017685123865224226 -0.020513747213270001 -0.0012673319410331737 -0.012208683671678731 0.023062925561589113
leaf_weight=0.0014359886742344721 0.001112053983611608 0.0010631477285876802 0.0015332443281538847 0.0015154271781355521 0.001173611085506631 0.0014999097610134291 0.0012558919351720855 0.0011849779473740107
leaf_count=247 279 1233 836 517 348 121 197 132
internal_value=0 0.00124949 -0.000981616 -0.00359467 0.0019338 -0.00273342 0.00256177 0.00947085
internal_weight=0 0.0106622 0.00922621 0.00769297 0.00662982 0.00511439 0.00394078 0.00268489
internal_count=3910 3631 3384 2548 1315 798 450 253
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=11
num_cat=0
split_feature=484 133 0 3 4 42 47 2 16 48
split_gain=8.12295e-05 9.2016e-05 9.52449e-05 4.22311e-05 5.12304e-05 8.48758e-05 8.48567e-05 7.29876e-05 5.50186e-05 4.59206e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.14676000000000003 -0.10315499999999998 0.0057500000000000008 0.085195000000000007 0.088495000000000004 0.096970000000000015 -0.057604999999999996 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 7 -6 -8 -5
right_child=1 -3 -4 4 6 -7 8 -9 -10 -11
leaf_value=-0.00052603931924717466 0.00029278985686277524 -0.00053347927131806275 0.00065923584767553804 -0.00018159605383279343 0.00076762754969642228 0.00026601203926103202 -0.00049947034292854658 8.3928227597984418e-05 0.0001341316486608042 -0.00068888806357980214
leaf_weight=0.0010758556110371112 0.0019235232796591248 0.001007901510483594 0.0010109194658536698 0.0019751964615791328 0.0010057021256087294 0.0011600193676998636 0.0010281540113161755 0.0014892800560136047 0.0010807983309228384 0.0010511295686532795
leaf_count=627 355 471 70 846 206 625 100 335 57 218
internal_value=0 3.50393e-05 8.39113e-05 2.96256e-05 -2.7961e-05 -0.000184939 0.000114779 0.000359521 -0.000174761 -0.000357793
internal_weight=0 0.0127326 0.0117247 0.0107138 0.00879028 0.00418635 0.00460393 0.00249498 0.00210895 0.00302633
internal_count=3910 3283 2812 2742 2387 1689 698 541 157 1064
is_linear=0
shrinkage=0.00196078


Tree=5055
num_leaves=11
num_cat=0
split_feature=133 40 50 48 3 4 160 3 1 2
split_gain=6.24345e-05 8.69901e-05 6.80914e-05 8.26282e-05 9.12578e-05 6.67441e-05 8.15063e-05 7.9117e-05 4.83646e-05 4.40421e-05
threshold=0.10681500000000001 -0.078179999999999986 0.086465000000000014 0.11379500000000002 -0.14218999999999996 0.0057500000000000008 1.0000000180025095e-35 0.0066850000000000008 0.092550000000000007 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 9 8 -7 -6
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=0.00057812364114144229 -0.00047777207708736384 0.00062858911447785952 -0.00047905847395539005 -0.00048330897203910269 -0.00019598572581083738 0.00025670930870140568 -0.00062801223922048191 0.00049932367266497936 -0.00031647335122030344 0.00025594404936246651
leaf_weight=0.0010158292949471156 0.0010145186023814761 0.0010618364877479263 0.0011233116532506802 0.0010895397977957128 0.0019166479657062247 0.0010691685287821425 0.0010410939905951969 0.0018518050266104866 0.0012025898775792274 0.0014610425216309373
leaf_count=273 545 259 553 107 947 268 245 217 165 331
internal_value=0 2.75102e-05 -1.98222e-05 2.84178e-05 8.64703e-05 1.90835e-05 -0.000148346 0.0001985 -4.67137e-05 -5.00491e-07
internal_weight=0 0.0128329 0.011817 0.0106937 0.00960418 0.00854235 0.00441878 0.00412356 0.00227176 0.00337769
internal_count=3910 3365 3092 2539 2432 2173 1523 650 433 1278
is_linear=0
shrinkage=0.00196078


Tree=5056
num_leaves=13
num_cat=0
split_feature=484 133 484 16 52 0 51 52 2 13 0 0
split_gain=0.000111721 8.74593e-05 0.000104237 0.000129713 0.000158336 0.000138448 0.000109377 8.36371e-05 8.38434e-05 6.51781e-05 9.61137e-05 0.000107339
threshold=-0.0043499999999999988 0.10681500000000001 0.08764000000000001 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.066709999999999978 0.090640000000000012 0.113945 -0.094679999999999986 -0.23029999999999998 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 9 -2 -11 -12
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.00063092497164221769 0.00061228371511023267 -0.00051326625171578056 -0.00051597935520606352 0.0009480464463299961 0.0010126760732874528 -0.00032100436586959445 3.6933914162018945e-05 -0.00051968475762775 -0.00039407968040592825 0.00056978302940909509 -0.00060668135653405562 0.00019040129451538897
leaf_weight=0.0010526833849559348 0.0010360184535421028 0.001045233024009125 0.0010462580708525309 0.0010193794832243485 0.0011655787659240733 0.0013187325619822329 0.001006977217443326 0.0011466397163150564 0.001245867762945648 0.0010144300502149574 0.0011067455290352836 0.001572348723054711
leaf_count=612 141 472 331 247 91 285 290 404 194 52 135 656
internal_value=0 3.18948e-05 7.68369e-05 0.000130155 0.000390329 0.000173476 0.000495278 -3.46227e-05 5.84573e-05 0.000177666 5.57571e-05 -0.000138877
internal_weight=0 0.0137242 0.012679 0.0116327 0.00451067 0.00334509 0.00202636 0.00712205 0.00597541 0.00472954 0.00369352 0.00267909
internal_count=3910 3298 2826 2495 913 822 537 1582 1178 984 843 791
is_linear=0
shrinkage=0.00196078


Tree=5057
num_leaves=10
num_cat=0
split_feature=133 160 474 42 4 2 2 2 2
split_gain=1.92865e-05 3.77776e-05 0.000112507 4.51132e-05 3.69145e-05 6.46346e-05 5.73908e-05 7.29589e-05 9.38368e-05
threshold=-0.088019999999999987 -1.0000000180025095e-35 0.080165000000000014 -1.0000000180025095e-35 0.074650000000000008 0.10393500000000001 0.10648500000000001 0.093070000000000014 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 8 -5
right_child=1 3 -4 4 5 -7 -8 -9 -10
leaf_value=0.011471085765786778 -0.032111916144602758 -0.015290233136902365 0.012196803471194834 -0.013224862999909626 0.034119825946485501 -0.0012611421018794628 0.018081157636885923 -0.029298472417759076 0.025885493797499423
leaf_weight=0.0012907119571723422 0.001309687306516005 0.0013133853094027719 0.0010188830025217707 0.0015205016905714243 0.0010149850120562418 0.0010509522056047649 0.001306617191554772 0.0010016537453918992 0.0010283755053094768
leaf_count=574 755 630 345 516 160 210 274 223 223
internal_value=0 -0.00147807 -0.0127243 0.0017014 0.0049249 0.0161214 0.000162607 -0.00643153 0.00255469
internal_weight=0 0.010565 0.00232857 0.00823647 0.00692309 0.00206594 0.00485715 0.00355053 0.00254888
internal_count=3910 3336 1100 2236 1606 370 1236 962 739
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=10
num_cat=0
split_feature=11 3 47 1 403 16 15 16 16
split_gain=1.65142e-05 3.04128e-05 2.89092e-05 3.2832e-05 5.35297e-05 5.38124e-05 4.35273e-05 4.26975e-05 1.8904e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.091845000000000024 0.03138500000000001 -0.09601999999999998 -0.073314999999999991 0.0015250000000000001 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -7 -4
right_child=-2 2 8 6 -6 7 -8 -9 -10
leaf_value=0.014666334191208306 -0.011625309374318807 0.010295919642459329 -0.020766721777908517 0.026113659295059644 0.017626321290172383 -0.029971599281884222 -0.0012081612877073921 -0.0038868951061162109 -0.0025252269839763693
leaf_weight=0.0014399297253888744 0.0011181000490455102 0.0010810130857862531 0.0010273807721120477 0.001122221319325638 0.0010166496359933861 0.0012046630195057723 0.0012137637582267905 0.0013098310024921124 0.0012708609331350512
leaf_count=247 279 279 199 399 309 1129 399 431 239
internal_value=0 0.0011478 -0.000957423 0.00225842 -0.0026337 -0.00836233 0.0119174 -0.0163838 -0.0106797
internal_weight=0 0.0106863 0.00924638 0.00694814 0.00461216 0.00359551 0.00233599 0.00251449 0.00229824
internal_count=3910 3631 3384 2946 2148 1839 798 1560 438
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=12
num_cat=0
split_feature=484 48 4 12 47 3 1 1 42 2 52
split_gain=5.96466e-05 5.14067e-05 0.000106058 8.59011e-05 9.538e-05 7.97367e-05 0.000126218 9.19701e-05 5.58754e-05 3.95096e-05 3.08886e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 0.10666500000000002 0.09112000000000002 0.085990000000000011 0.083725000000000008 0.088210000000000025 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00045156593716584825 -0.00050170278546516581 -0.00038924223637547175 0.00062787196409261586 -0.00058478675382636462 0.00054124054663374479 0.00042475641295274197 -0.00060980813931859918 0.00049814457518578697 -0.00012170528013264501 -5.7951644060797731e-05 0.00035440996208549382
leaf_weight=0.0010906824616912078 0.0011619190620204512 0.0010555891780778771 0.0011517564203929421 0.0010926871724692151 0.0013734408883501236 0.0013260196126964746 0.0014728907509150768 0.0012746489774529204 0.0010037201643622908 0.0010964576145948773 0.0010958553743980921
leaf_count=627 261 137 368 434 174 105 400 250 327 409 418
internal_value=0 2.56702e-05 6.20186e-05 2.21437e-06 6.23549e-05 -1.62985e-05 -9.94176e-05 3.57073e-05 -0.000101733 -0.000320916 0.000126799
internal_weight=0 0.013105 0.0120494 0.0108976 0.00973572 0.00836228 0.00703626 0.00556337 0.00428872 0.00218914 0.00209958
internal_count=3910 3283 3146 2778 2517 2343 2238 1838 1588 843 745
is_linear=0
shrinkage=0.00196078


Tree=5060
num_leaves=10
num_cat=0
split_feature=51 48 2 133 3 3 3 52 15
split_gain=1.70209e-05 4.57058e-05 7.92545e-05 4.28408e-05 5.42677e-05 5.05447e-05 5.14489e-05 5.86631e-05 3.11734e-05
threshold=0.11255500000000002 0.10329000000000001 0.11290500000000002 0.090085000000000012 -0.10315499999999998 -0.078884999999999997 -0.018854999999999997 -0.07125999999999999 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -9
right_child=-2 -3 -4 -5 5 6 7 8 -10
leaf_value=0.01919839137321102 -0.012474578197915627 -0.019143378273757505 0.025825803182118048 -0.017645319820868546 -0.019534075675464828 0.022024489021114327 -0.021225541171710754 0.018596740594298587 -0.0053537829921289923
leaf_weight=0.0015400127994214096 0.0010109010718441615 0.0010114443232895056 0.0013352979250759274 0.0012295855061437337 0.0012711967574514198 0.0010835228237156972 0.0011593006606094103 0.0010875904237480237 0.0010861829199012168
leaf_count=314 280 203 468 622 1170 378 209 130 136
internal_value=0 0.00109477 0.00318508 -0.000389554 0.00254598 -0.00196279 0.00309462 -0.00305914 0.00662923
internal_weight=0 0.0108041 0.00979269 0.00845739 0.00722781 0.00568779 0.0044166 0.00333307 0.00217377
internal_count=3910 3630 3427 2959 2337 2023 853 475 266
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=9
num_cat=0
split_feature=11 159 52 2 52 12 43 0
split_gain=1.51308e-05 3.00943e-05 4.80552e-05 4.84953e-05 4.75824e-05 3.80098e-05 7.5806e-05 0.000100404
threshold=0.077330000000000024 0.090705000000000022 -0.081429999999999989 0.11339500000000001 -0.24456499999999998 0.091555000000000011 -0.0037249999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.001473808694097611 -0.011138661676725484 -0.015403249199473421 -0.012768087591735301 -0.016847339892053975 0.031777357711773452 -0.010513290884009341 -0.00050392930417216843 0.034770889278585564
leaf_weight=0.0010589263990698275 0.0011157873862836067 0.0010010864274099867 0.0012913709906035142 0.0015202432145916024 0.0010146368124290721 0.0015280551810058149 0.0017372912477632285 0.0015067036697386021
leaf_count=347 279 462 983 312 318 684 178 347
internal_value=0 0.00110072 0.00281155 -0.00087706 0.016302 0.00312707 0.00772278 0.0158798
internal_weight=0 0.0106583 0.00965723 0.00758366 0.00207356 0.00606342 0.00453537 0.00324399
internal_count=3910 3631 3169 2504 665 2192 1508 525
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 151 1 51 0 4
split_gain=5.16234e-05 4.71387e-05 9.25529e-05 0.000128996 0.000155374 0.000105397 0.000114915 7.8111e-05 5.96225e-05 0.000117232
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.066709999999999978 -0.10209999999999998 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00042492755840859754 -0.00055402674307889312 -0.00036753125013993778 -0.00049664114210521695 0.00048919709300357893 0.0010294670350056326 -0.00049718247052837341 0.00047188277748257991 -0.00015743535117401528 -0.00041964877736068315 0.00050485243778945678
leaf_weight=0.0010430299321881028 0.0012799560340373724 0.0010535368712594482 0.0010227979673048731 0.0014119100715640615 0.0010907847190909344 0.0011753710181882961 0.0018111819722587373 0.0014618322071172911 0.0010296340526284866 0.0010809840504070508
leaf_count=627 218 480 341 400 91 176 286 404 532 355
internal_value=0 2.92421e-05 6.60248e-05 0.000121673 0.000399413 -5.09925e-05 7.5325e-05 0.000160264 -0.000143251 5.38481e-05
internal_weight=0 0.012418 0.0113645 0.0103417 0.00396453 0.00637713 0.00509717 0.00287374 0.00328599 0.00211062
internal_count=3910 3283 2803 2462 895 1567 1349 804 1063 887
is_linear=0
shrinkage=0.00196078


Tree=5063
num_leaves=12
num_cat=0
split_feature=484 3 42 15 151 1 2 4 3 16 15
split_gain=6.58254e-05 3.50231e-05 3.76883e-05 0.000107773 7.86671e-05 8.84169e-05 7.83674e-05 7.2027e-05 7.16387e-05 6.83743e-05 3.82523e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.091230000000000019 0.024640000000000006 -0.044604999999999992 0.095575000000000007 0.086545000000000025 -0.082054999999999975 0.11265500000000002 0.15737500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -5 -7 -8 -4
right_child=1 2 10 7 5 8 9 -9 -10 -11 -12
leaf_value=-0.00046852446684369744 0.00038135229920358644 -0.00036520394406995294 -2.5501563418818164e-05 -6.3006826135876234e-05 -0.00048404973079130856 0.00077649573164685366 0.00045860222019115476 -0.00077276209804694738 0.00011825981477767071 -0.00022311166136656439 0.00051033371524089556
leaf_weight=0.001067460235100035 0.0010507609924696867 0.0013030968323181642 0.0010027205013565484 0.0010776206041145995 0.0010559955783047345 0.0012542055069521751 0.0012965171491674374 0.0011221398116870013 0.0012890229971585371 0.0010034341526158396 0.001047112390140717
leaf_count=627 225 362 342 455 179 215 334 461 171 161 378
internal_value=0 3.87481e-05 7.31264e-06 -4.52096e-05 7.08085e-05 0.000167121 -4.18501e-05 -0.000425067 0.000442872 0.000161181 0.000248218
internal_weight=0 0.0125026 0.0114519 0.00940203 0.00720227 0.00589918 0.00335595 0.00219976 0.00254323 0.00229995 0.00204983
internal_count=3910 3283 3058 2338 1422 1060 674 916 386 495 720
is_linear=0
shrinkage=0.00196078


Tree=5064
num_leaves=11
num_cat=0
split_feature=158 4 0 52 15 15 160 16 0 1
split_gain=6.13445e-05 4.90532e-05 0.000114314 6.6181e-05 3.95929e-05 9.33639e-05 8.98325e-05 7.62194e-05 5.1981e-05 4.77041e-05
threshold=1.0000000180025095e-35 -0.49837999999999999 -0.017269999999999997 -0.092854999999999979 0.088615000000000013 -0.0063699999999999989 -0.078454999999999983 -0.079209999999999989 -0.19631499999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7 -8 -10
right_child=-2 2 -4 4 -6 7 8 -9 9 -11
leaf_value=-0.00037466303692609663 -0.00046511936656176066 -0.00040146927026621663 0.0005906306338894923 -0.00054889851377776786 -0.00025256791597953407 8.3544686438676542e-05 -0.00018945115990084781 0.00082093841290948829 -7.7686781052064999e-05 0.00046066142955368192
leaf_weight=0.0010533289719625088 0.0010393978208311635 0.0013978639317977449 0.0014094048492396096 0.0010212788196223548 0.0013380642221498835 0.0010624183271908875 0.0015371643418363758 0.0010937267222010656 0.0010036722488078918 0.0017127489277040133
leaf_count=169 488 472 233 457 671 467 116 206 296 335
internal_value=0 3.04453e-05 6.7306e-05 -5.24057e-06 5.79216e-05 0.00011383 -2.66871e-05 0.000457595 9.8695e-05 0.000261751
internal_weight=0 0.0126297 0.0115763 0.0101669 0.00876907 0.00743101 0.00527486 0.00215615 0.00425359 0.00271642
internal_count=3910 3422 3253 3020 2548 1877 1204 673 747 631
is_linear=0
shrinkage=0.00196078


Tree=5065
num_leaves=11
num_cat=0
split_feature=123 133 50 160 16 48 42 12 0 1
split_gain=6.65472e-05 8.42648e-05 0.000117481 7.71383e-05 9.59756e-05 7.68239e-05 8.03441e-05 8.46589e-05 8.27255e-05 0.000125347
threshold=1.0000000180025095e-35 0.10599500000000002 0.086465000000000014 0.099550000000000013 0.23932500000000004 0.092150000000000024 -1.0000000180025095e-35 0.089855000000000004 -0.10071499999999999 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00038198420921916996 0.00047677624480423796 -0.0005912816090243387 -0.00061846592827329288 -0.00042705035650719085 0.00052636761074537411 -0.00037981539381000022 0.00057700691057442632 0.00058222042903285009 -0.00041132017637098131 -0.0002851443238645602
leaf_weight=0.0010411169142852134 0.001012864938251856 0.0010019698534295537 0.0010720953626686828 0.0011131988309956648 0.0018016332588187177 0.0014684186576014854 0.0016248839052142323 0.0016561402048766364 0.0010690421030335752 0.0010787924580988109
leaf_count=546 334 526 543 226 406 218 145 279 560 127
internal_value=0 -4.5138e-05 7.49206e-07 6.19161e-05 0.000117801 2.50755e-05 0.000116969 0.000212656 5.04249e-05 0.000233
internal_weight=0 0.0129273 0.0119253 0.0108532 0.00974003 0.00793839 0.00646998 0.00542886 0.00377272 0.00270368
internal_count=3910 3576 3050 2507 2281 1875 1657 1111 832 272
is_linear=0
shrinkage=0.00196078


Tree=5066
num_leaves=10
num_cat=0
split_feature=49 52 13 2 47 42 15 1 0
split_gain=1.5935e-05 3.85986e-05 5.3073e-05 9.51572e-05 4.35126e-05 5.89829e-05 7.34077e-05 8.05928e-05 7.08676e-05
threshold=0.10447000000000002 0.11401500000000002 -0.090744999999999978 0.099990000000000009 0.09252500000000001 0.091145000000000018 0.035895000000000003 0.095575000000000007 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0065692419792149478 0.010845797980541708 -0.017866617405396256 0.010654901896435181 0.034832794829197621 -0.019339907491552965 0.022095491151820065 -0.022912642213569041 0.027075175304144591 -0.02449325039959005
leaf_weight=0.0010959863783654121 0.0012025461049666028 0.0012421451708113538 0.0011768631018889933 0.0011249280119920843 0.0013669721991962395 0.0010379533766667224 0.0014582610360514671 0.0010402083921551507 0.0011191652725101354
leaf_count=308 378 566 84 170 209 434 768 337 656
internal_value=0 -0.00129733 0.000887456 0.0144015 -0.00328144 0.000482244 -0.00419677 0.00398389 -0.00647755
internal_weight=0 0.0106625 0.00942034 0.00222091 0.00719942 0.00583245 0.0047945 0.00333624 0.00229603
internal_count=3910 3532 2966 478 2488 2279 1845 1077 740
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=10
num_cat=0
split_feature=4 0 4 4 4 0 1 1 1
split_gain=1.5355e-05 5.62119e-05 2.89001e-05 3.39812e-05 3.94452e-05 3.48839e-05 5.95356e-05 3.342e-05 1.43653e-05
threshold=-0.48072499999999996 1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 0.0057500000000000008 -0.17106499999999999 0.11257500000000001 0.086560000000000012 0.091035000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 8 -5 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.011696621559475189 -0.017423062537544106 0.022570595547584008 0.017114374956200766 -0.00016434017048129267 0.015717274379113206 -0.0053473691913709757 0.012381691453267119 -0.023767281497936818 -0.021938538172483518
leaf_weight=0.001034479708623766 0.0010046703918310208 0.0010916163182780768 0.0010772470792722354 0.0011518556810684562 0.0015302829197644703 0.0010846655406039391 0.0015821785329339119 0.0012518805368574434 0.00100578246428002
leaf_count=208 498 207 534 916 171 409 322 528 117
internal_value=0 0.00105784 -0.00136601 0.000491685 -0.00186241 0.00303223 -0.00225328 -0.0124569 -0.0133299
internal_weight=0 0.0107802 0.00968856 0.00868389 0.00760665 0.00520291 0.00367263 0.00240374 0.00209045
internal_count=3910 3702 3495 2997 2463 1019 848 1444 526
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=11
num_cat=0
split_feature=123 12 50 48 1 48 1 1 43 12
split_gain=6.04977e-05 5.31455e-05 4.13807e-05 8.70358e-05 8.22778e-05 6.06148e-05 7.93532e-05 8.00417e-05 4.793e-05 9.0296e-05
threshold=1.0000000180025095e-35 -0.0089849999999999982 0.086465000000000014 0.11379500000000002 0.11198000000000001 0.090910000000000005 0.092550000000000007 0.085990000000000011 0.013605000000000001 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00048305442576527017 0.00045111443928757725 0.00010941304943848528 -0.00036722312292897794 -0.00049663269292237963 0.0005125162532381174 0.00044966908425285852 -0.00051763850544555299 0.00052017147240149004 0.0001963456043216346 -0.00057926848339187598
leaf_weight=0.0010019645322190624 0.0010005960298194371 0.0015088613493320288 0.0011385650175165978 0.0010943838445358857 0.0014765065808071973 0.0010367734070324099 0.0011968107195270954 0.0010728158087413113 0.001611145890997567 0.0014216040447749571
leaf_count=230 334 564 662 112 258 177 309 177 317 770
internal_value=0 -4.98594e-05 -1.2304e-05 2.64812e-05 8.78771e-05 7.98647e-06 -5.92443e-05 3.84702e-05 -7.53169e-05 -0.000224675
internal_weight=0 0.0125594 0.0115575 0.0104189 0.00932452 0.00784801 0.00681124 0.00561443 0.00454161 0.00293047
internal_count=3910 3576 3346 2684 2572 2314 2137 1828 1651 1334
is_linear=0
shrinkage=0.00196078


Tree=5069
num_leaves=11
num_cat=0
split_feature=484 3 151 150 16 47 52 4 4 0
split_gain=5.25292e-05 4.17763e-05 4.09498e-05 9.19659e-05 5.13017e-05 7.67411e-05 8.2373e-05 0.000138179 6.19975e-05 2.43813e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 -0.48509999999999992 0.09550500000000002 -0.068164999999999989 -0.0031049999999999997 -0.08422499999999998 -0.11077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 9 8 -8 -6
right_child=1 2 4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0004281882582656977 0.00040418994150933323 -0.0006681431748663053 0.00046543088534742083 0.00013136263765300469 0.00043222401096408466 0.0003881955083471803 -0.00026847863252479323 -0.00074068289807149477 0.00029398942521022823 8.3466549920998316e-06
leaf_weight=0.0010520048714797803 0.001040620419829442 0.0010455741785078796 0.0010232855446547359 0.0011745169666092501 0.0010821329096432058 0.0015759974226286534 0.0016080997223249709 0.0014526389188865064 0.001417584166490271 0.0010074103049189436
leaf_count=627 225 208 204 290 82 182 380 410 894 408
internal_value=0 2.81278e-05 -6.23855e-06 -0.000245173 5.16263e-05 -3.68745e-07 -9.3607e-05 -0.000243602 -4.95282e-06 0.000227864
internal_weight=0 0.0124279 0.0113872 0.00222009 0.00916715 0.00814386 0.00656787 0.00447832 0.00302568 0.00208954
internal_count=3910 3283 3058 498 2560 2356 2174 1684 1274 490
is_linear=0
shrinkage=0.00196078


Tree=5070
num_leaves=11
num_cat=0
split_feature=484 48 4 12 47 1 52 52 12 2
split_gain=5.86295e-05 4.62793e-05 8.73076e-05 4.36336e-05 9.80901e-05 6.94237e-05 6.8774e-05 4.3554e-05 9.50406e-05 0.000137386
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 0.09112000000000002 -0.068164999999999989 0.10599500000000002 0.089995000000000006 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00045819240191586296 -0.00036404749121281651 -0.00037892396747202554 0.00058827015804459998 0.0003877190769488721 0.0005549606165205891 -0.00037038844711863078 -0.00039006000416614065 0.0002912876577473248 -0.00063604594210138455 0.00058738190701003218
leaf_weight=0.0010540275056407271 0.0011087360536193224 0.0010099159910075097 0.0010844860082677493 0.0018087948994203878 0.0012646397572758971 0.0018106763689892461 0.0011970202288780984 0.001004097484143064 0.0011342571305378991 0.0010273855536584997
leaf_count=627 261 137 368 369 174 481 579 370 393 151
internal_value=0 2.34323e-05 5.89518e-05 3.51915e-06 4.75918e-05 -3.27916e-05 6.62562e-05 -6.70219e-05 -0.000174141 6.13908e-05
internal_weight=0 0.01245 0.0114401 0.0103556 0.00924687 0.00798223 0.00617156 0.00436276 0.00335866 0.00222441
internal_count=3910 3283 3146 2778 2517 2343 1862 1493 1123 730
is_linear=0
shrinkage=0.00196078


Tree=5071
num_leaves=12
num_cat=0
split_feature=41 457 16 159 47 16 16 2 16 12 16
split_gain=6.13118e-05 6.19989e-05 0.000115695 6.26642e-05 7.04582e-05 9.02521e-05 0.000128136 0.000120033 9.51128e-05 8.54272e-05 2.83503e-05
threshold=0.075585000000000013 -0.0034949999999999994 -0.49150499999999991 -1.0000000180025095e-35 0.09550500000000002 -0.014099999999999998 -0.078844999999999985 0.090905000000000014 0.15737500000000001 0.093125000000000013 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 10 -7 -10 -5
right_child=-2 2 3 4 -6 8 -8 -9 9 -11 -12
leaf_value=-0.00043875340078825383 -0.00047411357281878548 0.0006457693141109995 -0.0004518709197040931 9.8747352479248966e-06 0.00044099729410828714 0.00051871788641583106 -0.00082678145102695923 -0.00055547314821845803 -0.00048204103343598293 0.00029267333776496776 0.00045908779860628793
leaf_weight=0.0010077245990035748 0.0010047643877228842 0.0011981644131755639 0.0010485028381024249 0.0010534591992141646 0.0015170358802843687 0.0018513878988546152 0.0010117721885577473 0.0010997089243182383 0.0010677574911699562 0.0011225466016628041 0.0011085352027023533
leaf_count=312 221 255 543 248 204 491 415 273 233 213 502
internal_value=0 2.84982e-05 6.74804e-05 3.80028e-06 5.23929e-05 -1.85049e-05 -0.000217166 -2.80654e-05 0.00019155 -8.49943e-05 0.000240203
internal_weight=0 0.0130866 0.0120789 0.0108807 0.0098322 0.00831517 0.00427348 0.0032617 0.00404169 0.0021903 0.00216199
internal_count=3910 3689 3377 3122 2579 2375 1438 1023 937 446 750
is_linear=0
shrinkage=0.00196078


Tree=5072
num_leaves=9
num_cat=0
split_feature=1375 457 160 1 12 15 13 16
split_gain=1.63885e-05 2.72168e-05 5.0741e-05 7.63047e-05 7.26065e-05 8.60713e-05 3.13749e-05 5.73089e-05
threshold=-1.0000000180025095e-35 0.041935000000000007 0.041025000000000006 0.12864500000000004 0.10129000000000001 -0.10312999999999999 -0.032264999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.011747838151681095 -0.01954441916720407 0.015669023752172342 -0.021387779799819692 0.026440200153133156 -0.024914379551298479 -0.0011928645245868701 -0.00088073644961178749 0.027012525057665854
leaf_weight=0.0010943739773001766 0.0013907468297368712 0.0011454697933498707 0.0010500171039886349 0.0011043189352255298 0.0011434125625231807 0.0019770213134244342 0.0012915691203909823 0.0017142003519517431
leaf_count=180 308 280 444 276 375 1182 497 368
internal_value=0 0.00109363 -0.000632682 0.00189516 -0.00171076 0.00245196 0.00859138 0.0150269
internal_weight=0 0.0108168 0.00967129 0.00862127 0.00751695 0.00637354 0.00498279 0.00300577
internal_count=3910 3730 3450 3006 2730 2355 2047 865
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 151 1 0 0 4
split_gain=5.99978e-05 3.95712e-05 8.03943e-05 0.000124734 0.000136772 8.24362e-05 0.000113057 7.69549e-05 6.40369e-05 0.000105994
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.053834999999999994 -0.10209999999999998 -0.076854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00047116758521995787 -0.00051353858254106358 -0.00034439165070004863 -0.00046910270456871912 0.0004203301884068297 0.00099182687353651278 -0.00053457335519724617 0.00045086463115898552 -0.0002449911212414288 -0.00041048828498412975 0.00048242497378278668
leaf_weight=0.0010252993834416685 0.00124338821599083 0.0010321812538435409 0.0010144961197113859 0.0017189787217330764 0.0010469441082184244 0.0011657970179774764 0.0017569854500566469 0.0010936349451557679 0.0010102497859673545 0.0010345179821573693
leaf_count=627 218 480 341 525 91 176 286 279 532 355
internal_value=0 2.28131e-05 5.70054e-05 0.000110005 0.000386831 -6.20176e-05 5.0999e-05 0.000161632 -0.000167828 4.12671e-05
internal_weight=0 0.0121172 0.011085 0.0100705 0.00385956 0.00621094 0.00496755 0.00281261 0.00321056 0.00204477
internal_count=3910 3283 2803 2462 895 1567 1349 804 1063 887
is_linear=0
shrinkage=0.00196078


Tree=5074
num_leaves=11
num_cat=0
split_feature=484 133 42 484 16 52 151 1 0 51
split_gain=9.58126e-05 4.85794e-05 8.91435e-05 8.88554e-05 0.000123949 0.000130549 0.000107075 7.66902e-05 8.63592e-05 6.44334e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.087055000000000007 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.066709999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 9 -4 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00056741936264494424 -0.00042357225724895059 -0.00035165003169766588 -0.00047232677084220009 -0.0003988934698853517 0.00060861654714506979 0.0010970972539189967 -0.0004217073327647635 0.0005210699527140411 0.0002476569407977964 -5.0270729663155653e-05
leaf_weight=0.0010710671845251705 0.001206819229821853 0.0010935226509377746 0.0012715078238982836 0.0010578452414332111 0.0010448965856079816 0.0010006599265313773 0.0012009371945005164 0.0015800355816204146 0.0019351086576419362 0.0012571642107076094
leaf_count=627 348 480 212 328 338 82 148 271 721 355
internal_value=0 4.33589e-05 8.07412e-05 0.000139555 0.000200866 0.000505815 3.26577e-05 0.000168807 -8.67364e-06 0.000248796
internal_weight=0 0.0126485 0.011555 0.0103482 0.00929031 0.00330272 0.00598759 0.00471608 0.00313605 0.00230206
internal_count=3910 3283 2803 2455 2127 775 1352 1140 869 693
is_linear=0
shrinkage=0.00196078


Tree=5075
num_leaves=9
num_cat=0
split_feature=13 43 12 16 133 2 3 4
split_gain=1.65847e-05 4.49717e-05 6.45844e-05 3.43699e-05 3.88416e-05 3.779e-05 8.11888e-05 5.72873e-05
threshold=0.17936000000000002 -0.057994999999999998 0.085845000000000019 0.081265000000000018 -0.0056849999999999991 0.11230000000000001 0.094625000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6
right_child=-2 3 -4 -5 5 -7 -8 -9
leaf_value=0.030817636217616864 -0.010852817965470695 -0.016489895997211245 0.00038489032335850353 -0.017318574627446761 0.015505913721527948 -0.008939866515712892 0.033143037936726377 -0.014584569210870847
leaf_weight=0.0011031275803959064 0.0012785961212844919 0.0011368628809524097 0.0018957178457518929 0.0013546109295554682 0.0012251671461531897 0.0015815365115994461 0.0010405799934880885 0.0013083805630536946
leaf_count=628 221 824 940 327 389 280 109 192
internal_value=0 0.00120075 0.0115796 -0.00286934 0.000241187 0.00393052 0.00962561 -3.3483e-05
internal_weight=0 0.010646 0.00299885 0.00764714 0.00629253 0.00515566 0.00357413 0.00253355
internal_count=3910 3689 1568 2121 1794 970 690 581
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=10
num_cat=0
split_feature=1375 16 15 15 16 42 48 52 3
split_gain=1.5805e-05 2.9267e-05 6.94323e-05 0.000128534 5.39967e-05 4.44413e-05 5.80773e-05 5.57304e-05 6.08599e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.14097499999999996 -0.094924999999999995 -0.091624999999999984 -0.088669999999999985 0.085760000000000017 0.089525000000000007 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=-0.011570050280828595 0.01410090220754477 -0.025176573848973434 0.032416324399026961 -0.023177269030527393 0.018835592751152909 -0.036439847906365695 0.016719552304896201 0.0063101120509886019 -0.0039355209006664074
leaf_weight=0.0010877214130710919 0.0014876736423923417 0.001053808147002208 0.0011946680823214408 0.0011213009506955279 0.0011056586198452826 0.0010670466653563983 0.001107757171283454 0.0014114444550145282 0.0012518142910895209
leaf_count=180 322 384 222 372 345 983 287 508 307
internal_value=0 0.00107656 -0.00100386 0.0020802 -0.00304952 0.000747638 -0.00338606 -0.00935666 -0.0188927
internal_weight=0 0.0108012 0.0093135 0.00825969 0.00706502 0.00594372 0.00483806 0.00373031 0.00231886
internal_count=3910 3730 3408 3024 2802 2430 2085 1798 1290
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=12
num_cat=0
split_feature=484 474 2 2 52 12 2 3 151 16 1
split_gain=0.000164847 0.000101407 8.39499e-05 0.00013279 0.000119958 6.47044e-05 6.2996e-05 6.18758e-05 5.92048e-05 0.000156249 0.000196605
threshold=-0.0043499999999999988 0.084655000000000022 0.086545000000000025 0.079395000000000007 -0.081429999999999989 0.097345000000000015 0.090050000000000005 -1.0000000180025095e-35 -0.0088999999999999982 -0.072804999999999981 0.099595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 -6 -2 -8 10 -10
right_child=1 -3 4 -5 6 -7 8 -9 9 -11 -12
leaf_value=-0.00076639212974696465 -0.00052734683179498536 0.00062781975211418479 0.00061936668128431747 -0.00079266073164664533 0.00045606407986379359 0.00038163940318072657 -0.00045059038851348235 0.00011939403374144338 -0.00014226958617619614 -0.00039011942633742291 0.0010015644840140662
leaf_weight=0.0010120724493223624 0.0011315102570049009 0.0010888312542376476 0.0015233390100155347 0.0011287032788280457 0.0010146109442492838 0.0010741265108638043 0.0012501575163774599 0.0011435436446475549 0.0012824527246839299 0.0018485282088595151 0.0010513613031406834
leaf_count=612 519 318 445 485 319 158 162 96 327 293 176
internal_value=0 5.39997e-05 3.80883e-06 -0.000211018 0.000124501 -1.49998e-05 7.57301e-06 -0.000202266 -7.61903e-05 3.57229e-05 0.000373017
internal_weight=0 0.0135372 0.0124483 0.00447788 0.00797045 0.00334918 0.00644711 0.00227505 0.0054325 0.00418234 0.00233381
internal_count=3910 3298 2980 1258 1722 773 1277 615 958 796 503
is_linear=0
shrinkage=0.00196078


Tree=5078
num_leaves=11
num_cat=0
split_feature=484 39 48 1 52 4 133 457 0 4
split_gain=0.000110607 6.61843e-05 5.75245e-05 7.94397e-05 7.63791e-05 0.000108719 8.50292e-05 5.59382e-05 6.84395e-05 0.00017959
threshold=-0.0043499999999999988 0.096775000000000014 0.11028500000000001 0.11198000000000001 0.090300000000000005 -0.41745999999999994 0.065880000000000008 0.082870000000000013 -0.10209999999999998 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 -2 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0006200370521965156 -0.000368395301437688 -0.00044213647907355121 -0.0002932673642251509 0.00050673347435039435 0.00021615433295187563 -0.00062539765351926667 0.00055451097131865423 0.00043149686041213034 -0.00048468491763375071 0.00055198236721358475
leaf_weight=0.001048499702809424 0.001689338486002937 0.0010105044015566124 0.0014152066134218043 0.0017759966159406762 0.0010688682249439261 0.0013179513462553989 0.0016014434197053201 0.0011216857016316598 0.0010734982541926543 0.0016002071491759066
leaf_count=612 199 193 148 370 41 641 625 137 563 381
internal_value=0 4.07756e-05 7.93082e-05 0.000126181 5.4835e-05 -0.000248533 0.000157018 4.09568e-05 -5.94463e-05 0.000135758
internal_weight=0 0.0136747 0.0126642 0.011249 0.00947299 0.00238682 0.00708617 0.00548473 0.00436304 0.00267371
internal_count=3910 3298 3105 2957 2587 682 1905 1280 1143 944
is_linear=0
shrinkage=0.00196078


Tree=5079
num_leaves=10
num_cat=0
split_feature=47 4 1 2 133 0 1 43 0
split_gain=1.56762e-05 5.35856e-05 6.62322e-05 5.1934e-05 6.05728e-05 7.11975e-05 4.9879e-05 3.26873e-05 3.67024e-05
threshold=0.11926500000000002 0.24280000000000004 0.11215000000000001 0.106285 0.090085000000000012 -0.071924999999999989 0.11183500000000002 -0.0037249999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -3 -1 -9
right_child=-2 6 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.020713683027440158 -0.011883756577944948 0.00027676129312718473 -0.025151097788287526 0.020129006852033449 -0.023595860085219869 0.02080929498975366 0.031457239941466701 -0.0087743038565367536 0.014007288769506144
leaf_weight=0.0010012079005739731 0.0010277965041677875 0.0010445228027122335 0.00111288519634217 0.0011929452726972701 0.0011318941680897162 0.0014491433343072858 0.0010082824059190164 0.001798112751268196 0.0011655821337860932
leaf_count=1167 145 185 217 391 561 274 330 214 426
internal_value=0 0.00103514 -0.00234067 0.000939566 -0.00255756 0.00184084 0.0155918 -0.00509199 0.000185396
internal_weight=0 0.0109046 0.00885177 0.00773889 0.00654594 0.00541405 0.00205281 0.0039649 0.00296369
internal_count=3910 3765 3250 3033 2642 2081 515 1807 640
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=12
num_cat=0
split_feature=484 474 160 403 0 12 151 1 16 43 16
split_gain=0.000135012 6.45394e-05 7.04704e-05 8.83688e-05 9.04782e-05 7.09995e-05 9.37776e-05 7.84141e-05 9.18656e-05 6.95213e-05 3.72584e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.087440000000000004 0.14676000000000003 -0.023959999999999995 -0.0088999999999999982 0.10113500000000002 -0.072359999999999994 -0.077544999999999989 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 9 -9 -8 -11
right_child=1 -3 3 -5 -6 6 7 8 -10 10 -12
leaf_value=-0.00069544852883521454 -0.00042477218261872268 0.00051600860018761248 -0.00043540700531835124 -0.00046985469413563685 0.0006416243068879232 -0.0003129485454823042 0.00046527919938215442 0.00085961651152054337 9.4801196487365674e-05 -0.00039071694010790249 9.0375588767166844e-05
leaf_weight=0.001011295890966356 0.0012934136881474845 0.0010432587852926287 0.0010184290729288612 0.0010887905335799962 0.001126709887107215 0.0015521184676311976 0.0010480172941532686 0.0012833881853041998 0.0011402955043537111 0.0011733358878870859 0.0013097981799713315
leaf_count=612 556 318 360 281 54 239 299 123 168 184 716
internal_value=0 4.81731e-05 7.61622e-06 5.96843e-05 0.000119418 5.04037e-05 0.000116311 0.000228197 0.000499786 4.17859e-05 -0.000136951
internal_weight=0 0.0130776 0.0120343 0.0107409 0.00965209 0.00852538 0.00750695 0.00595484 0.00242368 0.00353115 0.00248313
internal_count=3910 3298 2980 2424 2143 2089 1729 1490 291 1199 900
is_linear=0
shrinkage=0.00196078


Tree=5081
num_leaves=10
num_cat=0
split_feature=376 1 457 484 3 2 2 16 3
split_gain=1.51381e-05 4.29332e-05 4.21853e-05 4.63295e-05 3.50731e-05 6.26883e-05 4.20054e-05 4.06803e-05 3.83297e-05
threshold=0.048375000000000008 0.12864500000000004 0.082870000000000013 0.084225000000000008 -0.075404999999999986 0.091525000000000009 0.11043500000000002 -0.083144999999999983 -0.089974999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0061195680310266011 0.011586105881869292 0.017928717445913619 0.011642358685374055 0.013859429600427421 -0.034723543186613234 0.0082557586633300317 -0.020102030206900573 -0.013449660593915705 0.020880803487999172
leaf_weight=0.0010877377884635634 0.0010184272614105578 0.0010631903251593399 0.0015989145709485774 0.0010187434230094295 0.0012027495016745235 0.0010342162702188934 0.0010553901790504314 0.0018310545099159761 0.0010176760607972836
leaf_count=233 206 276 244 335 288 269 254 1290 515
internal_value=0 -0.00116215 -0.00322351 -0.00610549 -0.0089191 -0.0165356 -0.00606681 -0.0025489 0.00693137
internal_weight=0 0.0109097 0.00984648 0.00824757 0.00722882 0.00329236 0.00208961 0.00393647 0.00210541
internal_count=3910 3704 3428 3184 2849 811 523 2038 748
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=11
num_cat=0
split_feature=484 48 4 12 47 0 1 12 49 16
split_gain=0.000150499 6.23087e-05 8.71729e-05 7.34853e-05 7.84754e-05 9.01905e-05 0.000161932 9.46511e-05 6.97754e-05 5.07343e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 -0.10783 0.09112000000000002 0.088285000000000016 -0.006494999999999999 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 -5 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11
leaf_value=-0.00074516258632016728 -0.00043672496171597567 -0.00042243196694880664 0.00061078732407458575 2.8553574963479862e-05 0.00053669796369447593 -0.00035561922533926049 -0.00081286029797714404 -4.0829029401205813e-05 0.00066190217656026458 0.0004744786623089114
leaf_weight=0.001005293182186639 0.0011614944396624123 0.0010198680750066686 0.0010909112749334102 0.0015086073821493629 0.0012835784258523253 0.0015579712568783832 0.0010690176280668678 0.0013416917175388542 0.001201314738799285 0.0016232993810172754
leaf_count=612 261 137 368 119 174 746 396 638 178 281
internal_value=0 4.26041e-05 8.26683e-05 2.90597e-05 8.54999e-05 1.5739e-05 -0.000126532 3.56838e-05 0.000309318 0.000241296
internal_weight=0 0.0128578 0.0118379 0.010747 0.00958548 0.0083019 0.00559198 0.00452296 0.00270992 0.00296499
internal_count=3910 3298 3161 2793 2532 2358 2061 1665 297 919
is_linear=0
shrinkage=0.00196078


Tree=5083
num_leaves=9
num_cat=0
split_feature=4 0 1 15 1 52 13 47
split_gain=1.66053e-05 5.30793e-05 3.24879e-05 5.72624e-05 3.35236e-05 8.66328e-05 5.77484e-05 4.44479e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 0.092550000000000007 -0.0066199999999999991 -0.060719999999999989 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 -8
right_child=1 -3 4 -5 6 -7 7 -9
leaf_value=-0.012413914779335476 -0.02673040828191682 0.02138501042502873 -0.0079826334479082394 0.0030211215739831022 0.012842658864538127 0.030625422091598211 -0.00087996609036215746 -0.024866895235676093
leaf_weight=0.0010000313326945327 0.0012175684800362545 0.0011485567517180448 0.0011233119187604129 0.0013803105552075482 0.0016147792994238228 0.0012043109254623193 0.0019653827364716388 0.0012727809820322518
leaf_count=192 1059 223 189 850 554 356 359 128
internal_value=0 0.00104877 -0.00133989 -0.0109228 0.00212713 0.0119932 -0.00260492 -0.0103082
internal_weight=0 0.010927 0.00977844 0.00259788 0.00718057 0.00232762 0.00485294 0.00323816
internal_count=3910 3718 3495 1909 1586 545 1041 487
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=11
num_cat=0
split_feature=48 48 51 2 2 4 52 3 12 1
split_gain=5.95468e-05 9.35827e-05 8.46331e-05 8.91545e-05 8.65519e-05 0.00011754 5.80261e-05 9.8328e-05 4.56616e-05 4.24914e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11290500000000002 0.10393500000000001 0.15927500000000003 -0.092854999999999979 -0.040669999999999991 0.089995000000000006 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.00044464236303388749 -0.00043652930980019343 0.00060071133637120658 -0.00052637662901180082 0.0004958800219755121 -0.0005529931080502184 0.0005845976966821825 -3.6760767684071769e-05 0.00059750203740768098 -0.00055615596662334432 7.793794054539864e-05
leaf_weight=0.0012675413959060107 0.0011290555698079173 0.0010269363224100674 0.0011309304017229444 0.0014145750014727615 0.0010850199204940798 0.0012669508442404364 0.0017623283238474359 0.0010922732227865726 0.0010317215629466994 0.0013570591637476603
leaf_count=413 161 239 357 425 240 216 976 96 657 130
internal_value=0 3.37684e-05 -1.72655e-05 3.8757e-05 -3.42028e-05 3.81689e-05 -6.81598e-05 2.28515e-05 -0.000228551 0.000309636
internal_weight=0 0.0124353 0.0114084 0.0102775 0.00886289 0.00777787 0.00651092 0.00524338 0.00279405 0.00244933
internal_count=3910 3749 3510 3153 2728 2488 2272 1859 1633 226
is_linear=0
shrinkage=0.00196078


Tree=5085
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 16 3 12 2 52
split_gain=0.00015752 5.32583e-05 0.000101709 6.55835e-05 0.000121588 0.000100075 8.51646e-05 6.59205e-05 4.534e-05 7.41956e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 0.060615000000000009 -0.19424999999999998 -0.11266 0.051320000000000005 0.083385000000000015 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -8 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11
leaf_value=-0.00075145732806413898 -0.00028552523182734613 -0.00038071275585599255 0.00053700380769198077 -0.00064548484465404765 0.00024575643618570384 0.00069810404463613546 0.00053736710717235191 -0.00028334732290730808 -0.00030506040970748388 0.00039129238353894708
leaf_weight=0.0010151337192411793 0.001958761671883049 0.0010170710122624519 0.0016618708347300075 0.0013924443455541372 0.0010193395976689664 0.0011755325749749175 0.0012930429908721034 0.0012256437768776727 0.0010602812214102007 0.001321452182037902
leaf_count=612 330 472 523 532 398 180 82 436 177 168
internal_value=0 5.0244e-05 8.64433e-05 1.47663e-05 -0.000268802 9.98851e-05 0.000224133 0.000110435 0.000241773 8.12956e-05
internal_weight=0 0.0131254 0.0121084 0.0104465 0.00241178 0.00803471 0.00607595 0.00490042 0.00367478 0.00238173
internal_count=3910 3298 2826 2303 930 1373 1043 863 427 345
is_linear=0
shrinkage=0.00196078


Tree=5086
num_leaves=12
num_cat=0
split_feature=484 133 0 474 160 42 43 3 3 15 2
split_gain=0.000130966 6.00416e-05 0.000105667 5.74382e-05 7.70649e-05 9.41087e-05 9.65364e-05 8.89983e-05 4.98551e-05 8.66856e-05 5.79887e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 -0.074254999999999988 -0.078884999999999997 -0.077689999999999995 -1.0000000180025095e-35 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -8 10 -10
right_child=1 -3 -4 -5 5 6 8 -9 9 -11 -12
leaf_value=-0.00067719245938354343 -0.00047169470006250931 -0.00040592333221925589 0.00067364298881235493 0.00046670222308432547 -0.00041839630804922938 0.00012216302777107673 0.00032926515629538828 0.00089865754129231498 -0.00015674664759260886 -0.00057394962413560033 0.00040778521539895835
leaf_weight=0.0010315268158292623 0.001246429109073092 0.0010353268139792282 0.0010731777401889646 0.0010505781035062252 0.001403555263031638 0.0012650485157613273 0.0012695070029850059 0.0010291908122237198 0.0018033096427980721 0.0011427908844549523 0.0011429472728825161
leaf_count=612 498 472 70 295 665 204 383 220 131 178 182
internal_value=0 4.77462e-05 8.5544e-05 2.99539e-05 -1.45815e-05 4.83312e-05 0.000133931 0.000470497 -1.0168e-05 -0.00011555 6.22533e-05
internal_weight=0 0.0134619 0.0124265 0.0113534 0.0103028 0.00905635 0.00765279 0.00229424 0.00535855 0.00408905 0.00294626
internal_count=3910 3298 2826 2756 2461 1963 1298 424 874 491 313
is_linear=0
shrinkage=0.00196078


Tree=5087
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 51 151 1 12 16
split_gain=0.000126277 5.98187e-05 0.00010925 0.000115184 0.000144909 9.52607e-05 8.04035e-05 0.000118364 5.5852e-05 4.80226e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 -0.0088999999999999982 0.10113500000000002 0.088375000000000023 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 9 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00067659497861574896 -0.00043139679439092084 -0.00041526964843798924 -0.00051101322611487308 0.00050886704493821957 0.00097695906677567669 -0.00016739455119242879 -0.00024646991090712965 0.00048075818345448139 -0.00050845292033931035 0.00029910175242908499
leaf_weight=0.0010246822070988171 0.0014687519954368925 0.0010348501283049599 0.0011112968014640621 0.0015879019936664374 0.0011586934274686431 0.00161568698651593 0.0012112276205186352 0.0018964708241907958 0.001039349238457814 0.0012714314402679193
leaf_count=612 220 472 341 404 91 413 211 286 519 341
internal_value=0 3.75768e-05 7.54892e-05 0.000133428 0.000382729 0.000167804 -2.44765e-05 8.58248e-05 -0.000126832 3.29309e-05
internal_weight=0 0.0133957 0.0123608 0.0112495 0.00436228 0.00320359 0.00688723 0.00541848 0.00352201 0.00248266
internal_count=3910 3298 2826 2485 908 817 1577 1357 1071 552
is_linear=0
shrinkage=0.00196078


Tree=5088
num_leaves=9
num_cat=0
split_feature=376 43 4 47 51 13 42 2
split_gain=1.54736e-05 4.1793e-05 4.64983e-05 6.37002e-05 6.00248e-05 9.00096e-05 5.19306e-05 4.02541e-05
threshold=0.048375000000000008 -0.15648499999999999 -0.34687499999999999 0.096175000000000024 0.08955500000000001 -0.0024749999999999993 0.060615000000000009 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=0.013965631874845383 0.011636968535263451 -0.022609814145305565 -0.024630947741126005 -0.023652678035412499 -0.018746796359888858 0.0069434721481127686 0.003345898213250334 0.029537927224726097
leaf_weight=0.0015614430369480367 0.0010281909907007081 0.0011424867060179202 0.0010172890774492855 0.0010878148294177492 0.0011405270521988838 0.0016163221382172123 0.0019076488844779402 0.001539580560010744
leaf_count=301 206 248 608 295 312 219 1377 344
internal_value=0 -0.00119048 -0.00369432 -0.0010935 0.00230478 0.00625323 -0.00638441 0.017966
internal_weight=0 0.0110131 0.00945167 0.00830918 0.00722137 0.00608084 0.00292494 0.0031559
internal_count=3910 3704 3403 3155 2860 2548 1985 563
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=10
num_cat=0
split_feature=49 52 13 2 12 4 12 16 48
split_gain=1.52783e-05 4.04458e-05 6.53679e-05 6.24333e-05 5.11697e-05 4.65033e-05 5.33003e-05 3.11864e-05 7.22855e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.099990000000000009 0.095920000000000019 0.065520000000000009 0.085845000000000019 -0.0017249999999999998 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0013578532990305555 0.010478212409030161 -0.018061152214942922 0.026255413460968671 0.033025891464818477 0.014424859152261233 -0.024220734214004468 -0.020154873428836165 -0.010310178573096443 -0.0085878499486403779
leaf_weight=0.001019727269715591 0.0012288150769521064 0.0012687762822047892 0.0012773188433989821 0.001095345320735348 0.0013115210289596259 0.0012882596174634596 0.0012942260756526416 0.0011031125386952857 0.0011152802846147334
leaf_count=208 378 566 415 158 491 304 940 278 172
internal_value=0 -0.00129104 0.00094757 0.0164487 -0.00348913 -0.00735451 -0.00281832 0.00360024 0.0100137
internal_weight=0 0.0107736 0.00950479 0.00211507 0.00738972 0.0060782 0.00478994 0.00349571 0.0023926
internal_count=3910 3532 2966 366 2600 2109 1805 865 587
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=12
num_cat=0
split_feature=11 133 0 0 42 52 0 16 48 160 43
split_gain=5.84404e-05 5.88911e-05 0.000102721 6.80199e-05 0.000152987 7.4681e-05 5.62101e-05 7.86293e-05 0.000104887 4.28381e-05 4.16629e-05
threshold=0.081005000000000008 0.10681500000000001 -0.017269999999999997 -0.10071499999999999 0.085195000000000007 0.0053050000000000007 -0.11756999999999999 -0.013279999999999998 0.016865000000000002 0.086110000000000006 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 8 -1 -10 -4
right_child=-2 -3 10 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00061618124412840818 -0.00045579969375148937 -0.00041821136530192265 0.00075760055997224488 -0.00093752745622573738 0.0001900048529189631 -0.00019648410734508304 0.00044757123147586339 0.00048806437801917702 0.00037084789982420294 -0.00017745778757416225 0.00019269295858804369
leaf_weight=0.0011468602802928167 0.0010221292825961644 0.0010315928467137135 0.0010017441551816411 0.0010703979880100495 0.001928559874581725 0.0010221406942167682 0.0015176635653326208 0.0010131322772978586 0.0011746266641917968 0.0010266363375373011 0.001006036682203107
leaf_count=215 233 537 148 699 977 482 167 106 139 56 151
internal_value=0 3.12158e-05 7.01505e-05 -1.18626e-05 -0.000208382 -0.000575551 0.000122554 9.45214e-06 -0.000135375 0.000115126 0.000474543
internal_weight=0 0.0129394 0.0119078 0.00990002 0.0040211 0.00209254 0.00587892 0.00436126 0.00334812 0.00220126 0.00200778
internal_count=3910 3677 3140 2841 2158 1181 683 516 410 195 299
is_linear=0
shrinkage=0.00196078


Tree=5091
num_leaves=10
num_cat=0
split_feature=133 133 42 15 16 16 52 52 160
split_gain=7.6781e-05 9.8594e-05 5.48415e-05 0.000111745 4.91768e-05 5.85048e-05 0.000146078 5.97161e-05 8.4091e-05
threshold=0.10681500000000001 0.083815000000000014 0.098285000000000011 0.085285000000000014 0.3935300000000001 -0.19424999999999998 1.0000000180025095e-35 -0.048794999999999991 -0.025614999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00025674226913409702 -0.00053597972295304185 0.00046715150375209051 0.00037071680991448362 -0.00066759372647156212 -0.00042377342480244713 0.00055739681836338556 0.00061819185721570578 -0.00038450375023413958 -0.00016119707180064325
leaf_weight=0.0019412960285557345 0.0010175384777272025 0.0016741132683627648 0.001104978390851173 0.001139005061549468 0.0010009381783530717 0.0010062462704499217 0.0017087156244004371 0.0014474816900838174 0.0016572698188222277
leaf_count=321 545 723 242 671 242 166 468 258 274
internal_value=0 2.38332e-05 -4.36e-05 -8.98391e-05 -1.47342e-05 3.80196e-05 0.000136344 -6.39336e-05 0.00011028
internal_weight=0 0.01268 0.0110059 0.00990095 0.00876195 0.00776101 0.00581971 0.004111 0.00266352
internal_count=3910 3365 2642 2400 1729 1487 1166 698 440
is_linear=0
shrinkage=0.00196078


Tree=5092
num_leaves=12
num_cat=0
split_feature=484 48 4 12 3 150 4 3 4 4 1
split_gain=0.00010856 6.28596e-05 0.00011852 5.4168e-05 0.000111628 8.37938e-05 0.000108691 8.03774e-05 5.64004e-05 0.000130513 0.000114055
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 -0.23071499999999998 -0.089974999999999986 0.070230000000000015 -1.0000000180025095e-35 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 10 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00061785783623417379 -0.00038972228822331848 -0.00041557094079414423 0.00066811880388976963 -0.00051030022849013511 0.00052682706284767683 -0.00050934114265079066 -0.00022065993674883576 -1.898950080491429e-05 0.00068366644915375183 -0.00042043980999728554 0.00087254410374922715
leaf_weight=0.0010550011896042341 0.0011507817671879963 0.0010895460774880744 0.0011744039973895877 0.0011219064861890775 0.0016403963430016997 0.0012123927351030067 0.0015913915916142985 0.0010908946191983786 0.0010768286914868072 0.0010053663539110625 0.0011161708643868977
leaf_count=612 261 137 368 166 117 205 479 813 136 254 362
internal_value=0 3.565e-05 7.60117e-05 1.28311e-05 5.98362e-05 -3.34145e-05 4.89854e-05 0.000155685 0.000295316 0.000165139 0.000431882
internal_weight=0 0.0132701 0.0121805 0.0110061 0.00985535 0.00821495 0.00700256 0.00588065 0.00428926 0.00321243 0.00220707
internal_count=3910 3298 3161 2793 2532 2415 2210 2044 1565 1429 1175
is_linear=0
shrinkage=0.00196078


Tree=5093
num_leaves=10
num_cat=0
split_feature=15 52 49 13 43 16 2 49 3
split_gain=1.93157e-05 3.2234e-05 4.43711e-05 2.91464e-05 6.68893e-05 5.91189e-05 4.96894e-05 8.01731e-05 3.56122e-05
threshold=-0.24219999999999997 0.14114500000000005 1.0000000180025095e-35 0.17936000000000002 -0.074254999999999988 0.032820000000000009 0.088210000000000025 -0.014479999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.013191822307879643 0.017261773263058427 0.014391217228870812 -0.021860728297970658 -0.016054896564669293 -0.021807743693471625 -0.023445333430761463 -0.0070563475801953685 0.03195318922903205 0.00283106416411897
leaf_weight=0.0010021646117282573 0.0019765558540633232 0.0011697631838416328 0.0011248385964685642 0.0010913723131908441 0.0011033231634376213 0.0012355859594334467 0.0010548279706052988 0.0010525742051748195 0.001252631794226119
leaf_count=317 698 475 679 139 775 266 159 322 80
internal_value=0 -0.00130652 -0.00316289 -0.00076385 0.00141037 -0.00408735 0.0012715 0.0124276 -0.0087076
internal_weight=0 0.0110615 0.00989171 0.00876687 0.0076755 0.00569894 0.00446336 0.0021074 0.00235595
internal_count=3910 3593 3118 2439 2300 1602 1336 481 855
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 151 1 0 12 16
split_gain=7.96452e-05 5.25298e-05 9.74461e-05 0.00014487 0.000147311 0.000113199 0.000118349 8.2691e-05 4.82897e-05 2.83527e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.053834999999999994 0.088375000000000023 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 9 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0005164799871651797 -0.0005609347083277257 -0.00037778893442420581 -0.00049232002053420463 0.00044998509187044357 0.0010160423015556084 -0.00018249924102233669 0.00047861323641722295 -0.00022015218686410662 -0.00049519770500401768 0.00024731537048545553
leaf_weight=0.0010853258128742703 0.0013293681267766404 0.00107695486881611 0.0010603393928909398 0.0018172952631179953 0.0011468019080082942 0.001282391463445253 0.0018502016611822293 0.0011596894703752949 0.0010177867175068704 0.0010929371922914792
leaf_count=627 218 480 341 525 91 270 286 279 515 278
internal_value=0 3.66892e-05 7.46565e-05 0.000130861 0.000418947 -4.98881e-05 7.96805e-05 0.000188932 -0.00013785 1.52672e-05
internal_weight=0 0.0128338 0.0117568 0.0106965 0.00412379 0.00657269 0.00524332 0.00297698 0.00339312 0.00237533
internal_count=3910 3283 2803 2462 895 1567 1349 804 1063 548
is_linear=0
shrinkage=0.00196078


Tree=5095
num_leaves=12
num_cat=0
split_feature=484 133 484 16 52 51 2 151 1 1 16
split_gain=0.000138644 7.63965e-05 0.000102408 0.000110984 0.000143342 8.32827e-05 6.3254e-05 0.000115642 0.000179334 7.86949e-05 4.0101e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 0.085255000000000011 -0.0088999999999999982 0.10134000000000001 0.092550000000000007 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 9 -8 10 -2 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00070307503576245902 0.00060755083489132426 -0.00047609692305230361 -0.00048937231045126286 0.00049280812506777457 0.00097798023304264555 -0.00014745281631116882 -0.00065925603734999787 1.4279358137635567e-06 0.00072442703066643069 -0.00010217390737889495 -0.00053198244139514826
leaf_weight=0.0010328430149604126 0.0011687107399819541 0.0010074165283290816 0.0010847165092703207 0.0015528064415082539 0.0011596166030772783 0.0015716644787231488 0.0012438868381123179 0.0010532407147845707 0.001018407086752611 0.0012357860236673103 0.0011160412365367569
leaf_count=612 426 472 341 404 91 413 173 111 155 226 486
internal_value=0 4.287e-05 8.57066e-05 0.000141803 0.000389248 0.000170745 -1.32682e-05 -0.000152201 4.56604e-05 0.000242789 -0.000272998
internal_weight=0 0.0132123 0.0122049 0.0111202 0.00428409 0.00312447 0.00683607 0.00443158 0.00318769 0.0024045 0.00216928
internal_count=3910 3298 2826 2485 908 817 1577 925 752 652 597
is_linear=0
shrinkage=0.00196078


Tree=5096
num_leaves=10
num_cat=0
split_feature=11 13 39 0 52 12 457 16 4
split_gain=1.72211e-05 2.91356e-05 7.63826e-05 5.07609e-05 3.92697e-05 6.96228e-05 5.73156e-05 5.20019e-05 2.42511e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.071660000000000015 0.091475000000000015 0.081330000000000013 -0.057604999999999996 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.020861911060890467 -0.011760099298736575 -0.0382300136897031 0.022416703205903148 -0.022650413364404723 0.01148150169856952 0.016771796847497297 0.0044975833429323374 -0.0077232116186298078 -9.3616022137329647e-07
leaf_weight=0.0012128704492465614 0.001147454404788536 0.0010861929535298804 0.0011574647981187338 0.0013617415752877511 0.0017264088089287075 0.0010123462115509043 0.0012076027997010574 0.001150710166596807 0.0010306004782553351
leaf_count=124 279 348 387 329 990 483 149 539 282
internal_value=0 0.00111676 -0.00150278 -0.00517222 -0.001323 -0.00628295 -0.0130588 -0.0225367 0.011278
internal_weight=0 0.0109459 0.00870247 0.007545 0.00618326 0.00445685 0.00344451 0.0022369 0.00224347
internal_count=3910 3631 3225 2838 2509 1519 1036 887 406
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=11
num_cat=0
split_feature=484 48 4 12 47 0 1 12 4 15
split_gain=5.49113e-05 4.91347e-05 0.000101411 7.0151e-05 8.51163e-05 8.02575e-05 0.000143972 8.47713e-05 8.08612e-05 5.90704e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 -0.10783 0.09112000000000002 0.088285000000000016 0.0057500000000000008 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 -5 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11
leaf_value=-0.00043584770819852321 -0.00046015045538183255 -0.00038953764007947973 0.00062733425642968186 -4.5695440040418846e-05 0.00053104533671215041 -0.00036915366693775068 -0.0007959305803695438 -3.2673065931557445e-05 0.00064838896472993858 0.00053412380193071417
leaf_weight=0.001067647390567957 0.0011198988886943163 0.0010009230471424426 0.0011082771858436447 0.0014249013630719815 0.0012700696023317968 0.0015184273213347688 0.0010666663233334893 0.0017054063569861434 0.0011795026800704225 0.0012074343233998419
leaf_count=627 261 137 368 166 174 737 395 498 129 418
internal_value=0 2.72859e-05 6.32504e-05 3.66752e-06 5.90886e-05 -1.48922e-05 -0.000149206 6.46893e-06 0.000268647 0.000202276
internal_weight=0 0.0126015 0.0116006 0.0104923 0.00937241 0.00810234 0.00549793 0.00443127 0.0026044 0.00291284
internal_count=3910 3283 3146 2778 2517 2343 2048 1653 295 916
is_linear=0
shrinkage=0.00196078


Tree=5098
num_leaves=10
num_cat=0
split_feature=484 3 151 150 1 2 2 16 12
split_gain=6.87394e-05 4.49073e-05 4.42188e-05 0.000102749 6.03536e-05 0.000131927 0.000136056 0.000116128 5.22168e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.10113500000000002 0.106035 0.091525000000000009 -0.072359999999999994 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -6 -4
right_child=1 2 4 -5 7 -7 -8 -9 -10
leaf_value=-0.0004893610484559515 0.00042064289206365487 -0.00069268449229316462 7.4429148974773708e-05 0.00015217743545655604 0.00064854794981369804 -0.00069660182370088477 0.00054486803930207776 -9.1102071396650036e-05 -0.00041993666608282218
leaf_weight=0.0010491078320431424 0.0010531975637407187 0.0010586089033438424 0.0017874417423264493 0.0011597370603630246 0.001600928721390562 0.0010346605290011673 0.0015922331094950699 0.001664719101959053 0.0015199309527257053
leaf_count=627 225 208 217 290 304 264 435 260 1080
internal_value=0 3.32292e-05 -2.50502e-06 -0.000250996 5.74128e-05 -6.03995e-05 7.39488e-05 0.000271499 -0.000152761
internal_weight=0 0.0124715 0.0114183 0.00221835 0.00919991 0.00593427 0.00489961 0.00326565 0.00330737
internal_count=3910 3283 3058 498 2560 1996 1732 564 1297
is_linear=0
shrinkage=0.00196078


Tree=5099
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 52 52 52 13 1
split_gain=0.000131784 8.32853e-05 0.000100107 0.000138423 0.000139599 0.000103419 0.000134976 8.01731e-05 7.01215e-05 5.20561e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.074719999999999995 0.096170000000000019 -0.062489999999999997 -0.24456499999999998 0.086950000000000013 -0.083924999999999986 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 -2 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00069440093755104631 0.00035403938445826075 -0.00049955894011793716 -0.00049362485034438075 -0.00012293635790459591 0.00090646974123147965 -0.00021961105721971468 0.00077702974281858815 -0.00054481221755267508 0.00017012117038826241 -0.00038095132625325329
leaf_weight=0.0010229439944877466 0.0016685818086569575 0.001028927255404692 0.001062490201513785 0.0010716771510405794 0.0013388908731443473 0.0015673704704041464 0.001593262459500513 0.0011464296031067122 0.0011128953540106468 0.0016160449585794334
leaf_count=612 351 472 341 325 231 267 364 397 268 282
internal_value=0 3.61246e-05 8.13862e-05 0.000136351 0.00035463 0.000180056 0.000415118 -8.30008e-05 3.73929e-05 -0.000156217
internal_weight=0 0.0132066 0.0121776 0.0111152 0.0055712 0.00423231 0.00266494 0.00554395 0.00439752 0.00272894
internal_count=3910 3298 2826 2485 1187 956 689 1298 901 550
is_linear=0
shrinkage=0.00196078


Tree=5100
num_leaves=12
num_cat=0
split_feature=484 133 484 16 52 51 1 12 52 1 15
split_gain=0.000107533 6.81852e-05 9.98382e-05 0.000129814 0.0001417 7.92054e-05 6.90569e-05 8.70902e-05 6.55038e-05 6.27544e-05 8.66091e-08
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 0.11561500000000001 0.090480000000000019 0.084240000000000023 0.092550000000000007 -0.092669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 10 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00062077892833749162 0.00034514395901178341 -0.00044535881076960236 -0.00049199555042233755 0.00049995159975366166 0.00099950679050462513 -0.00012277718879940988 0.00041082283447488218 -0.00061393430562821372 -0.00040871538661044622 -0.00017861010895621945 0.00037086310554525161
leaf_weight=0.0010149323917193398 0.0010126792051009473 0.0010200082511832203 0.0010616560469397804 0.0015819284003502059 0.0011337428197388897 0.0015592986967962524 0.0011360166891124478 0.001100921304283577 0.0011334251720471473 0.0014356469549951941 0.0010009753211080961
leaf_count=612 89 472 341 404 91 413 230 401 450 172 235
internal_value=0 4.15829e-05 8.24412e-05 0.00013741 0.000405295 0.00019083 -3.05171e-05 -0.00011873 2.34699e-07 0.000134614 0.000357929
internal_weight=0 0.0131763 0.0121563 0.0110946 0.00427497 0.00314123 0.00681966 0.00568365 0.00458273 0.0034493 0.00201365
internal_count=3910 3298 2826 2485 908 817 1577 1347 946 496 324
is_linear=0
shrinkage=0.00196078


Tree=5101
num_leaves=11
num_cat=0
split_feature=484 133 484 16 16 151 1 2 0 0
split_gain=0.000173916 7.27793e-05 8.76835e-05 0.000152569 0.000149881 9.07673e-05 0.000108025 8.92563e-05 5.23231e-05 0.000126845
threshold=-0.0043499999999999988 0.10681500000000001 0.08764000000000001 -0.014099999999999998 0.3935300000000001 -0.0088999999999999982 0.10113500000000002 0.092340000000000019 -0.083934999999999996 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 9 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00079511511171135826 -0.00047809084020228418 -0.00045041791446022488 -0.00045917645930392594 0.00033405643649193906 -0.00014230014221193872 -0.00036509932706050728 0.00045751800037113869 0.0010041382261431965 -0.00045070201005292874 0.00056603355058245167
leaf_weight=0.0010033071056847484 0.0014244176375441545 0.0010228022783732469 0.0010089498367215318 0.0015382414604170995 0.0012353908032274462 0.0012580481074350928 0.0018812702578087951 0.0015189325409145642 0.0012302597655923205 0.0010173485970799219
leaf_count=612 224 472 331 379 292 174 287 242 459 438
internal_value=0 5.18498e-05 9.4261e-05 0.000144549 0.000434072 -3.79111e-05 7.84817e-05 0.000666981 -0.000124924 5.12178e-05
internal_weight=0 0.0131357 0.0121129 0.0111039 0.00429256 0.00681134 0.00538693 0.00305717 0.00350566 0.0022754
internal_count=3910 3298 2826 2495 913 1582 1358 621 1071 612
is_linear=0
shrinkage=0.00196078


Tree=5102
num_leaves=9
num_cat=0
split_feature=484 160 42 43 42 49 12 4
split_gain=2.36806e-05 3.28527e-05 5.76499e-05 7.28565e-05 5.98355e-05 4.73002e-05 7.2101e-05 5.56827e-05
threshold=0.087420000000000012 0.099550000000000013 -1.0000000180025095e-35 -0.074254999999999988 0.092145000000000019 -0.047309999999999998 0.089995000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=-0.012804102684557509 -0.014817805628235998 -0.015835833425945446 0.034542291219243508 0.019401814774889135 0.0036258328285093608 0.017171747240806005 -0.025079138061183934 -0.0082274156726951288
leaf_weight=0.0018982482772478678 0.0010069800463502502 0.0010290482445492058 0.0013938965762175827 0.0010570912487264704 0.0011363482845195214 0.0015786023902289341 0.0012067756283736762 0.001904444662012144
leaf_count=966 367 290 633 165 220 455 525 289
internal_value=0 0.00119155 0.00291355 0.00651817 0.0206575 0.000292905 -0.00401426 0.00328411
internal_weight=0 0.0112045 0.0101754 0.00827716 0.00253024 0.00574691 0.00468982 0.00348305
internal_count=3910 3543 3253 2287 853 1434 1269 744
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=9
num_cat=0
split_feature=15 16 52 16 0 0 0 2
split_gain=2.17205e-05 2.38449e-05 3.74345e-05 7.29692e-05 3.87347e-05 5.6151e-05 6.01733e-05 5.51989e-05
threshold=-0.24219999999999997 -0.38486499999999996 0.10433000000000002 0.31524000000000002 -0.061994999999999995 -0.10575999999999998 -0.084304999999999977 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.013877532755479829 -0.012293598810063928 0.022148318800179798 0.015093061229434754 -0.025869130744784214 0.016272251772809544 -0.031567556590366828 -0.00054183293695601105 -0.0060592915957798366
leaf_weight=0.0010167728190732745 0.0016999541328417368 0.0013580986029025979 0.0014944196454083339 0.0011157535362134874 0.0014417963910851334 0.001025650730273034 0.0016007320580373873 0.0014181691252900643
leaf_count=317 323 112 565 354 277 865 882 215
internal_value=0 -0.00138989 0.000570615 -0.00215578 0.00170988 -0.00217636 -0.0126579 0.00773935
internal_weight=0 0.0111546 0.00945462 0.0079602 0.00684445 0.00540265 0.00262638 0.00277627
internal_count=3910 3593 3270 2705 2351 2074 1747 327
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=12
num_cat=0
split_feature=484 133 0 12 49 12 13 13 16 15 1
split_gain=0.00012658 7.54075e-05 8.28007e-05 5.77977e-05 7.39407e-05 7.85916e-05 0.000185179 8.54993e-05 9.06685e-05 7.85172e-05 2.09059e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -0.036459999999999992 -0.00064499999999999985 0.088375000000000023 -0.075169999999999987 -0.077504999999999977 -0.074719999999999995 -0.033649999999999992 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 7 -7 -6 -9 -5 -10
right_child=1 -3 -4 4 5 6 -8 8 10 -11 -12
leaf_value=-0.00068123574840156889 -0.00040643142477603326 -0.00046607895143086891 0.00061538998272158286 0.0001012088841660998 0.00086242939761927188 -0.00070846234201502089 0.00035950668224501433 -0.00024757095986296316 0.0002505882874510855 -0.00051440078536678575 0.00064336532724311858
leaf_weight=0.0010049364939934196 0.0010348598330162289 0.0010393080520711912 0.0010323407834762254 0.0018570398674985775 0.0010017664364835345 0.0010467172711302423 0.0015464422998061706 0.0011073753164440718 0.0010432799272431415 0.0013948529244400475 0.001040715372242762
leaf_count=612 419 472 70 229 397 310 660 289 127 259 66
internal_value=0 4.07706e-05 8.42862e-05 3.47714e-05 8.0256e-05 0.000196748 -7.15742e-05 0.000362686 0.000205818 -0.000162848 0.000446735
internal_weight=0 0.0131447 0.0121054 0.011073 0.0100382 0.0067863 0.00259316 0.00419314 0.00319137 0.00325189 0.002084
internal_count=3910 3298 2826 2756 2337 1849 970 879 482 488 193
is_linear=0
shrinkage=0.00196078


Tree=5105
num_leaves=10
num_cat=0
split_feature=159 15 16 47 2 4 15 3 16
split_gain=2.03049e-05 3.25465e-05 5.07179e-05 5.62091e-05 5.33029e-05 7.16102e-05 3.72776e-05 6.59431e-05 9.0482e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.09550500000000002 0.086545000000000025 -0.0065549999999999992 -0.088734999999999994 -0.09113499999999998 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -8 -9
right_child=1 2 3 -5 6 -7 7 8 -10
leaf_value=-0.012525499903077426 0.017432499601893511 -0.019099604426510947 0.00064185360211471438 0.021160995574860501 0.021890769805035421 -0.03359478595601903 0.021201504619896783 -0.030440850587383529 0.0074067899280858196
leaf_weight=0.0011888140132459537 0.0011143451936449179 0.0012880529154413933 0.0015449896504789501 0.0013202397382155746 0.0010268730748565647 0.0010105176515949655 0.0010731150791745362 0.001077620944575679 0.0015263553075873233
leaf_count=633 408 261 839 215 251 143 273 477 410
internal_value=0 0.00123274 -0.000596669 0.00218114 -0.00127063 -0.0128963 0.00504519 0.000340853 -0.00825595
internal_weight=0 0.0109821 0.00986776 0.00857971 0.00725947 0.00255551 0.00470396 0.00367709 0.00260398
internal_count=3910 3277 2869 2608 2393 982 1411 1160 887
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=11
num_cat=0
split_feature=484 48 4 12 47 12 4 16 16 15
split_gain=8.50752e-05 4.58444e-05 9.21677e-05 6.99854e-05 9.22275e-05 6.81888e-05 5.99987e-05 0.000102757 8.87605e-05 9.20425e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 0.10129000000000001 -0.23071499999999998 -0.014099999999999998 -0.088144999999999987 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00053810020275342008 -0.00044859358727020648 -0.00036508271516936424 0.00060285465750163083 -0.00035979173607777651 0.00056438470564993326 -0.00047011504982612934 -0.00011942323060223484 0.00052320935705238956 -0.00047483896698312356 0.00060041054263021984
leaf_weight=0.0010715317519901383 0.0011202271764506654 0.0010021404431786287 0.0011347639040009032 0.0010909073018071204 0.0012561883203258345 0.0010605123897744007 0.0017925640850219517 0.001856961407322495 0.0012247575009937555 0.0011032729467384053
leaf_count=627 261 137 368 165 174 314 348 537 781 198
internal_value=0 3.73332e-05 7.19786e-05 1.46348e-05 6.99264e-05 -6.48327e-06 6.30774e-05 0.000140251 -3.23302e-05 0.000154823
internal_weight=0 0.0126423 0.0116402 0.0105054 0.00938516 0.00812898 0.00706846 0.00597756 0.00412059 0.00289584
internal_count=3910 3283 3146 2778 2517 2343 2029 1864 1327 546
is_linear=0
shrinkage=0.00196078


Tree=5107
num_leaves=9
num_cat=0
split_feature=484 1 52 133 133 52 2 4
split_gain=2.1466e-05 3.3741e-05 6.011e-05 4.73653e-05 5.29401e-05 0.000128427 5.72443e-05 0.000125942
threshold=0.087420000000000012 0.12263000000000002 0.11401500000000002 -0.0056849999999999991 0.099765000000000006 1.0000000180025095e-35 0.10796500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.015517857214574602 -0.014080306752518755 0.01460879419888678 -0.023092720728191747 -0.0089494183954176281 -0.01605073521557834 0.038415428015790169 -0.016459026558395051 0.028527273817449135
leaf_weight=0.0013346948169791224 0.0010081789839367439 0.0015974152696513538 0.0010990554266803237 0.0019873159887207042 0.0010219241639642402 0.0011642710368772128 0.001306236233866043 0.0016339721804858047
leaf_count=866 367 335 459 774 449 236 259 165
internal_value=0 0.00115712 -0.00109352 0.00176836 0.00501164 0.00854494 0.00148717 0.00796055
internal_weight=0 0.0111449 0.00954747 0.00844841 0.00711372 0.0060918 0.00492752 0.00362129
internal_count=3910 3543 3208 2749 1883 1434 1198 939
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=8
num_cat=0
split_feature=484 160 133 16 160 2 43
split_gain=1.74353e-05 2.78607e-05 5.23894e-05 3.7594e-05 6.89174e-05 6.96062e-05 6.09735e-05
threshold=0.087420000000000012 -0.07353999999999998 -0.0023199999999999996 -0.029944999999999996 0.086110000000000006 0.088300000000000003 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.014079177061900233 -0.012697541079683607 -0.019297941487094773 0.029100596640936029 0.0061172378625783093 -0.013085127974506398 0.0016806601424225608 -0.020787827619266133
leaf_weight=0.0014296089297011353 0.0010062801464621367 0.0013313543165267465 0.001724437211825784 0.0018666149873881937 0.001210721586982458 0.0019989871270994957 0.001534969759968096
leaf_count=655 367 869 455 525 157 474 408
internal_value=0 0.00104937 -0.000877538 0.00206451 0.0076405 0.0143797 -0.00602371
internal_weight=0 0.0110967 0.00966708 0.00833573 0.00493415 0.00372342 0.00340158
internal_count=3910 3543 2888 2019 1086 929 933
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=10
num_cat=0
split_feature=484 133 133 12 160 15 15 47 12
split_gain=7.66186e-05 6.92355e-05 8.55614e-05 5.37649e-05 7.99511e-05 9.07603e-05 9.02022e-05 6.71181e-05 6.10294e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.065880000000000008 -0.023959999999999995 -0.080184999999999992 0.035895000000000003 -0.075094999999999981 0.09252500000000001 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -8
right_child=1 -3 -4 4 5 -7 8 -9 -10
leaf_value=-0.00051902055913508006 -0.00042599867638396394 -0.00046452149178726648 0.00047896974848636223 -0.00033862696520705205 0.00028602818067103799 -0.00021813663500319885 0.00090351245347909898 -0.00030747183923407934 0.00026239060126669104
leaf_weight=0.0010560463173298314 0.0010066760275401166 0.0010002418098652962 0.0017047820256891602 0.0016471498241964278 0.0018613859195015844 0.0019910351201306411 0.001086652518322601 0.0012080279058540146 0.0012025952162593883
leaf_count=627 293 471 557 417 302 766 126 100 251
internal_value=0 3.06332e-05 7.29343e-05 3.73852e-06 5.18227e-05 0.000139327 0.000272144 5.24446e-05 0.000566716
internal_weight=0 0.0127085 0.0117083 0.0100035 0.00899685 0.0073497 0.00535866 0.00306941 0.00228925
internal_count=3910 3283 2812 2255 1962 1545 779 402 377
is_linear=0
shrinkage=0.00196078


Tree=5110
num_leaves=13
num_cat=0
split_feature=42 484 133 484 133 3 3 160 52 2 4 11
split_gain=0.000133067 0.000133327 9.85893e-05 0.000142485 0.000137296 0.000159219 0.000117318 9.58743e-05 0.000150721 0.000102388 4.07026e-05 3.3604e-05
threshold=-0.11145999999999999 -0.0043499999999999988 0.10681500000000001 0.087420000000000012 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 0.086110000000000006 -0.048794999999999991 0.10679500000000001 0.05309500000000001 0.07677500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 11 -7 8 -8 10 -10 -3
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.00070491834793388951 -0.00061958270782039001 0.00085365484880109627 -0.00049839725940034553 -0.00051061618471106088 0.00074345945971869966 -0.00056994831496909933 0.00078776182372949466 -0.00038154772559084173 -1.3363772927292064e-05 -0.00039689134650842961 0.00050832568312484826 0.000349358692567626
leaf_weight=0.0010038996074859105 0.0011105683449948367 0.0010267071167359351 0.0010202802969337026 0.0011854306267180337 0.0015621762970901469 0.0012233642688157477 0.0013098519292471557 0.0013015101967586325 0.0010588630743981957 0.0014327228930069357 0.0012582409227743468 0.0010055851018808968
leaf_count=229 587 107 449 332 366 748 263 90 235 199 124 181
internal_value=0 3.32593e-05 8.74274e-05 0.000135768 0.000204311 0.000116731 -1.38678e-05 9.30759e-05 0.000215164 1.51502e-05 0.000269926 0.000604127
internal_weight=0 0.0144953 0.0133847 0.0123645 0.011179 0.00961685 0.00758455 0.00636119 0.00505968 0.00374983 0.0023171 0.00203229
internal_count=3910 3681 3094 2645 2313 1947 1659 911 821 558 359 288
is_linear=0
shrinkage=0.00196078


Tree=5111
num_leaves=12
num_cat=0
split_feature=484 4 16 42 160 160 12 16 15 15 4
split_gain=0.000149775 5.8339e-05 5.89667e-05 6.0488e-05 6.37363e-05 7.9905e-05 7.90438e-05 5.44908e-05 6.41142e-05 7.8805e-05 3.60496e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.38486499999999996 -1.0000000180025095e-35 -0.082234999999999989 0.094340000000000021 0.10058500000000002 0.032820000000000009 -0.095799999999999982 1.0000000180025095e-35 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -5 6 7 8 -6 -10 -4
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00072763490205849659 -0.00045089491353884719 0.00038733530056912546 1.2503426891994414e-05 -0.0003093518259954698 0.0001526715901164051 -0.00029095395046928215 -0.00022757087348138991 8.7209786772361912e-05 0.0010666529433323412 0.0003178345107264129 -0.00050272801115651097
leaf_weight=0.0010325161465405989 0.0010258080630013476 0.0016958879141690418 0.0010006924081019087 0.0011627027371479935 0.001184730858263712 0.0011386672485353688 0.0010023653986346946 0.0016815804604796963 0.0011661192900393798 0.0010068775655351636 0.0010916713692123692
leaf_count=612 126 447 425 449 106 110 147 358 250 408 472
internal_value=0 4.79088e-05 -2.31532e-06 4.17804e-05 0.00011654 0.000185504 0.000275301 0.000375327 0.000519619 0.000719681 -0.000256314
internal_weight=0 0.0131571 0.0114612 0.0104354 0.00834304 0.00718034 0.00604167 0.00503931 0.00335773 0.002173 0.00209236
internal_count=3910 3298 2851 2725 1828 1379 1269 1122 764 658 897
is_linear=0
shrinkage=0.00196078


Tree=5112
num_leaves=10
num_cat=0
split_feature=150 1 1 1 43 13 16 12 3
split_gain=2.33555e-05 3.29607e-05 7.99045e-05 5.52723e-05 4.44507e-05 5.40801e-05 4.80096e-05 4.33303e-05 9.85837e-05
threshold=0.10871000000000001 0.10498500000000001 0.092550000000000007 0.087545000000000026 0.013605000000000001 -0.080814999999999984 -0.006474999999999999 0.051320000000000005 0.12566000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -3
right_child=-2 7 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.030491519714466977 0.014447481645096431 0.036268868281138185 -0.030738771266884037 0.019500871825885974 0.008656346520883193 -0.017551913756802564 0.0093337951967013243 -0.0065860861092100279 -0.0062212391862562864
leaf_weight=0.0010497690407111123 0.0010106846601582705 0.0011071025976948077 0.0010567806439966757 0.0010858588872451717 0.00160280977770036 0.0012878572555910844 0.0013714903501805458 0.001541047925410835 0.0010774839710330449
leaf_count=721 209 294 401 307 404 686 418 281 189
internal_value=0 -0.00142628 -0.00526478 -0.00105701 -0.00525943 -0.0112728 -0.0036863 0.00625413 0.0153119
internal_weight=0 0.0111802 0.00745457 0.00639779 0.00531193 0.00370912 0.00265935 0.00372563 0.00218459
internal_count=3910 3701 2937 2536 2229 1825 1104 764 483
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=10
num_cat=0
split_feature=13 403 160 157 49 4 2 2 13
split_gain=2.2684e-05 4.96602e-05 6.86002e-05 9.94453e-05 4.89856e-05 7.78854e-05 6.69852e-05 0.000128707 5.32841e-05
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.022224999999999998 -0.045004999999999996 0.0057500000000000008 0.092745000000000008 0.113945 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 8 -8 -6
right_child=-2 -3 4 -5 6 -7 7 -9 -10
leaf_value=0.0068384263662089858 -0.012560548031969449 0.019243597729173306 -0.0033231718962957063 -0.035679511234414298 0.0022858147653859137 0.034025503181249632 0.029764805573767539 -0.01618035543733547 -0.02676527643296563
leaf_weight=0.001000476348518521 0.0013040506437807528 0.0013634284182100541 0.001087321996767135 0.0012219932399831972 0.0011727020276879809 0.0011477054188118274 0.0013995797993675138 0.0010803526607110719 0.0013676765751687834
leaf_count=385 221 418 196 692 545 133 423 297 600
internal_value=0 0.00139918 -0.00116783 -0.0165395 0.00354084 0.0158557 -0.0019417 0.00974935 -0.0133546
internal_weight=0 0.0108412 0.00947781 0.00222247 0.00725534 0.00223503 0.00502031 0.00247993 0.00254038
internal_count=3910 3689 3271 1077 2194 329 1865 720 1145
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=11
num_cat=0
split_feature=484 133 133 42 3 3 43 0 151 15
split_gain=0.000116533 7.95392e-05 7.94067e-05 6.28161e-05 7.51164e-05 0.000115909 0.000104263 7.74434e-05 7.14162e-05 3.56819e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 -0.090359999999999982 -0.11266 -0.078884999999999997 -0.017894999999999998 -0.084074999999999997 -0.0088999999999999982 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 -8 -10
right_child=1 -3 -4 4 5 6 7 -9 9 -11
leaf_value=-0.00065214135579563337 -0.00041797271078809262 -0.00048972275671235722 0.00048673596911115783 0.00041921995760273146 -0.0005981771593071201 0.00066626201025273945 -0.00031293252870279875 -0.00051386191381845266 7.6793856771800826e-05 0.00050661840035340052
leaf_weight=0.0010112561607349075 0.0011222255492366199 0.0010105587903704383 0.0016209691055726469 0.0019152139495238283 0.0011180108987731471 0.0010039262269498483 0.0012066508931012918 0.0010017074144328146 0.0018469591125242915 0.0012418007856603288
leaf_count=612 311 472 523 281 706 258 120 306 202 119
internal_value=0 3.8711e-05 8.29267e-05 2.03281e-05 7.30234e-05 -1.63466e-05 8.68892e-05 -2.29154e-05 9.15754e-05 0.0002496
internal_weight=0 0.013088 0.0120775 0.0104565 0.00933427 0.00741906 0.00630104 0.00529712 0.00429541 0.00308876
internal_count=3910 3298 2826 2303 1992 1711 1005 747 441 321
is_linear=0
shrinkage=0.00196078


Tree=5115
num_leaves=10
num_cat=0
split_feature=15 52 47 43 2 52 150 3 3
split_gain=2.21156e-05 2.64049e-05 3.8592e-05 3.61106e-05 3.33517e-05 8.01038e-05 6.00083e-05 0.000120927 5.5343e-05
threshold=-0.24219999999999997 0.14114500000000005 0.080860000000000015 -0.053009999999999995 0.11005500000000001 0.090300000000000005 0.085845000000000019 -0.089974999999999986 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.014141424774714218 -0.020729845060355967 0.012843677484109221 -0.00035089666912055709 -0.0254704935909657 0.013682410374271734 -0.027861206753476194 -0.019340431014774003 0.036419470677390597 0.0079601165929638739
leaf_weight=0.0010006383990246561 0.0010854641343789593 0.0011681243429448917 0.0010272116178511588 0.001292180344543687 0.0015121904858860571 0.0010626198013038053 0.0010192935934338985 0.0010733278839015123 0.0018804014296053965
leaf_count=317 446 475 234 205 414 279 244 796 500
internal_value=0 -0.00137959 -0.00304895 -0.0143455 0.000383544 -0.00290188 0.00234125 0.00781264 0.0183017
internal_weight=0 0.0111208 0.00995269 0.00231939 0.0076333 0.00612111 0.00505849 0.00403919 0.00295373
internal_count=3910 3593 3118 439 2679 2265 1986 1742 1296
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=10
num_cat=0
split_feature=11 0 13 52 42 49 1 3 4
split_gain=1.87316e-05 3.07979e-05 5.25954e-05 4.83721e-05 3.16952e-05 6.74423e-05 8.50243e-05 8.12652e-05 4.30203e-05
threshold=0.079700000000000007 -0.017269999999999997 0.0024700000000000004 0.024145000000000003 0.091330000000000008 -0.07107999999999999 0.11183500000000002 0.084925000000000014 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 8 -7
right_child=-2 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.024607779344715499 -0.013195663732413147 0.027455968976823886 -0.020493051138494575 -0.0023543683790345823 0.016297037957302533 -0.012560066913027107 -0.018325824238239155 0.028011605728591002 0.014484284923053226
leaf_weight=0.0010343429923062265 0.0010000830213864964 0.001032173743945482 0.0012547235123029415 0.0011516827256612089 0.0012306814061588487 0.0013798473649500077 0.0013605509112094554 0.0016072207710058073 0.0010252158767747113
leaf_count=240 254 232 499 100 711 1279 224 149 222
internal_value=0 0.00109462 -0.0015185 0.0117351 0.00159858 -0.00122468 0.00327688 0.0106023 -0.00103176
internal_weight=0 0.0110764 0.00889258 0.00218386 0.00763786 0.00640718 0.00537283 0.00401228 0.00240506
internal_count=3910 3656 3324 332 2825 2114 1874 1650 1501
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=11
num_cat=0
split_feature=484 3 151 150 4 133 42 43 0 3
split_gain=7.08315e-05 4.89405e-05 4.21473e-05 8.16804e-05 6.65529e-05 6.0001e-05 6.43183e-05 8.02414e-05 6.65618e-05 2.92176e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.25367000000000006 -0.085714999999999986 -1.0000000180025095e-35 -0.074254999999999988 -0.10071499999999999 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 9 -9
right_child=1 2 4 -5 -6 6 7 8 -10 -11
leaf_value=-0.0005033348158109555 0.0004338300950704004 -0.00064036271896082155 0.0003828975577932114 0.00011270431317922453 0.00045494189845944415 -0.00051507391207142555 0.00036265340036706627 0.00032549278632550247 -0.00042391384454502803 -0.00014722562661553722
leaf_weight=0.0010450349442773432 0.0010470841394596029 0.0010730449869222904 0.0012068687307704587 0.0011442232092927821 0.0013307751997107342 0.0011452756344119035 0.0016170622766641021 0.0010101024915076403 0.0018667746926109567 0.001000699563977081
leaf_count=627 225 208 436 290 349 574 434 61 628 78
internal_value=0 2.81502e-05 -9.1282e-06 -0.000251742 4.94865e-05 -1.92768e-05 -9.23758e-05 -4.27072e-06 -0.000157289 9.02388e-05
internal_weight=0 0.0124419 0.0113948 0.00221727 0.00917756 0.00784678 0.00663991 0.00549464 0.00387758 0.0020108
internal_count=3910 3283 3058 498 2560 2211 1775 1201 767 139
is_linear=0
shrinkage=0.00196078


Tree=5118
num_leaves=11
num_cat=0
split_feature=484 4 12 47 16 16 16 13 2 2
split_gain=7.62331e-05 5.97433e-05 5.11956e-05 8.54414e-05 7.95624e-05 0.000102324 0.00010202 9.02142e-05 6.41472e-05 4.48823e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.014099999999999998 0.10994000000000002 -0.083144999999999983 -0.07409499999999998 0.092450000000000018 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -7 9 -4
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00050550740955339997 -0.00040703658734834861 0.00037984186636278242 -0.00013731628359604889 0.00045739246808243895 0.00057697914165884831 0.00031605804685302133 -0.00072289579837215244 -0.00048561575154969726 -0.0004534939010238667 0.00037831751106500713
leaf_weight=0.001076625122454212 0.001146612270903056 0.0017018205068542154 0.0013282949045275022 0.0015262142283113201 0.0014470380230609719 0.0010480058694348204 0.0011440908221527469 0.001112662527907194 0.0010826020008303026 0.0012690987767512082
leaf_count=627 276 447 401 200 430 89 725 327 180 208
internal_value=0 3.77402e-05 -1.46881e-05 3.04888e-05 -4.67838e-05 0.000173466 -0.000211498 -9.67736e-05 -5.25076e-05 0.000114625
internal_weight=0 0.0128064 0.0111046 0.00995801 0.00843179 0.00360771 0.00482409 0.00216067 0.00368 0.00259739
internal_count=3910 3283 2836 2560 2360 846 1514 416 789 609
is_linear=0
shrinkage=0.00196078


Tree=5119
num_leaves=10
num_cat=0
split_feature=15 15 43 133 42 15 16 49 1
split_gain=2.03166e-05 2.30534e-05 2.69767e-05 4.23732e-05 7.63138e-05 7.12243e-05 8.2701e-05 8.31351e-05 2.78961e-05
threshold=-0.24219999999999997 -0.10981499999999998 0.12512500000000001 0.087485000000000021 0.091145000000000018 0.079360000000000014 0.081265000000000018 -1.0000000180025095e-35 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.013539829607348966 -0.013840510856765671 -0.006676084355047263 0.014911721535629641 -0.019634347651616809 0.023975897127958178 -0.024775808048188245 -0.021891271380826013 0.010422067898917836 0.033512529387120578
leaf_weight=0.0010025420246436477 0.0012993614986188439 0.0018454437239208915 0.0011239696456317042 0.0011276261417779423 0.0012263786123002367 0.0012393594535930405 0.0011293814278976388 0.0010062163852827813 0.001089985433866153
leaf_count=317 339 377 235 835 333 734 303 315 122
internal_value=0 -0.00132536 0.000335971 -0.00155484 0.00115016 -0.00328586 0.00196629 0.00880208 0.0224287
internal_weight=0 0.0110877 0.00978836 0.00866439 0.00753677 0.00631039 0.00507103 0.00394165 0.0020962
internal_count=3910 3593 3254 3019 2184 1851 1117 814 437
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=11
num_cat=0
split_feature=484 3 133 160 13 13 52 1 43 52
split_gain=0.000107581 4.77262e-05 3.97022e-05 0.000143552 5.32963e-05 8.88317e-05 6.51199e-05 0.000114646 5.51596e-05 8.93282e-05
threshold=-0.0043499999999999988 -0.15464999999999998 -0.085714999999999986 -0.083654999999999993 -0.083514999999999992 -0.15921999999999997 0.089785000000000018 0.077800000000000022 -0.074254999999999988 -0.072349999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -6 -9 -10
right_child=1 2 3 4 6 -7 -8 8 9 -11
leaf_value=-0.00062758449900037947 0.00043147107324732596 0.00030174433861716063 -0.00072974098176233255 -2.0334754092467681e-05 -0.00072345530765149815 0.00070908747884908089 0.00037028719083529078 0.0003120126878370683 -0.00060921697052189927 9.4198419686052399e-05
leaf_weight=0.0010031570404655807 0.001090569253251644 0.0014933659294225814 0.0010439375672343194 0.0016095399584990821 0.0010638453131240691 0.0010677240128557574 0.001136284940328784 0.0014194924663266566 0.0010784077861621772 0.0019477480747928635
leaf_count=612 227 531 505 174 534 338 230 317 126 316
internal_value=0 3.89345e-05 2.8404e-06 -4.02168e-05 3.69919e-05 0.000270567 -5.71043e-05 -0.00014525 -6.88536e-06 -0.000156472
internal_weight=0 0.0129509 0.0118603 0.010367 0.00932304 0.00267726 0.00664578 0.00550949 0.00444565 0.00302616
internal_count=3910 3298 3071 2540 2035 512 1523 1293 759 442
is_linear=0
shrinkage=0.00196078


Tree=5121
num_leaves=10
num_cat=0
split_feature=150 151 1 4 15 2 3 4 151
split_gain=1.8687e-05 4.70103e-05 4.0525e-05 5.72168e-05 5.32085e-05 6.10219e-05 8.86056e-05 5.34282e-05 4.04737e-05
threshold=0.084800000000000014 -0.03268999999999999 0.11198000000000001 0.22584000000000001 -0.10312999999999999 0.106035 -0.089974999999999986 -0.060264999999999992 -0.024429999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 -8 -2
right_child=8 2 3 -5 5 -7 7 -9 -10
leaf_value=-0.02091594707486473 0.022666913032541869 -0.024499980514413437 -0.0033847454691514622 0.028886493792871833 -0.015911438303678079 -0.019343021968778976 0.0028235291367654358 0.029008798561090572 -0.0053212122285530563
leaf_weight=0.0011480781656956563 0.0010256786714949501 0.0010048040201992535 0.0011259456219753353 0.0010729493890835079 0.0013113643576909886 0.0012195578348498052 0.0016686046013249854 0.0014619003037915519 0.0010411755549832133
leaf_count=363 284 269 184 285 466 365 964 556 174
internal_value=0 -0.00187596 0.000589808 0.012362 -0.00329331 0.000470499 0.00591049 0.0150517 0.00856793
internal_weight=0 0.0100132 0.00886513 0.0021989 0.00666623 0.00566143 0.00444187 0.0031305 0.00206685
internal_count=3910 3452 3089 469 2620 2351 1986 1520 458
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=10
num_cat=0
split_feature=3 133 160 151 4 42 3 1 1
split_gain=1.897e-05 2.96428e-05 4.31866e-05 4.31616e-05 5.53315e-05 3.86243e-05 5.71541e-05 4.26692e-05 5.43612e-06
threshold=-0.15464999999999998 -0.088019999999999987 -0.083654999999999993 -0.0088999999999999982 0.25367000000000006 0.090750000000000011 -0.032959999999999996 0.086560000000000012 0.10678000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8 -9
right_child=1 2 3 4 -6 -7 7 8 -10
leaf_value=0.012618415070276258 0.013463638297734615 -0.021688588297909785 -0.015021389854325017 -0.021146711250813941 0.024164668695855412 0.016252618788542072 0.016113309636785991 -0.012024765135151879 -0.0016181545637306448
leaf_weight=0.0010718299793253836 0.0012069528605156291 0.0011131264632986944 0.0017041822240504339 0.0014804480136364597 0.0010270325812828714 0.0010659989594336951 0.0013589177209271581 0.0010060380116000689 0.0010018152893663972
leaf_count=259 552 621 465 912 272 505 94 120 110
internal_value=0 -0.00132031 -0.003149 -0.000761694 0.00273978 -0.000981383 -0.00477148 0.00242909 -0.0068324
internal_weight=0 0.0109645 0.00975756 0.00864443 0.00694025 0.00591322 0.00484722 0.00336677 0.00200785
internal_count=3910 3651 3099 2478 2013 1741 1236 324 230
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=9
num_cat=0
split_feature=42 133 160 47 0 16 52 4
split_gain=2.00327e-05 4.01175e-05 5.43873e-05 5.12201e-05 5.33774e-05 5.7313e-05 0.000121389 4.57483e-05
threshold=0.092145000000000019 0.065880000000000008 -0.088224999999999984 0.09550500000000002 -0.23029999999999998 -0.088144999999999987 -0.062489999999999997 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -3
right_child=-2 7 3 -5 5 6 -8 -9
leaf_value=0.019788911066597855 -0.0096132150638161794 0.0293458644584631 0.010238743040181228 0.012711118709730469 0.00083337951200609722 0.00024815401948859238 -0.041369698612661418 -0.00053700721581170915
leaf_weight=0.0010462334923130971 0.0018594904863051065 0.0010090899717791414 0.0011663417543710287 0.0013699609887934949 0.0016858853859297238 0.0012843111132021378 0.0015426583865404831 0.0010406235459439997
leaf_count=327 832 191 91 191 463 474 609 732
internal_value=0 0.00167742 -0.0014868 -0.00464453 -0.00883113 -0.0137597 -0.0224624 0.0141746
internal_weight=0 0.0101451 0.00809539 0.00704916 0.0056792 0.00451285 0.00282697 0.00204971
internal_count=3910 3078 2155 1828 1637 1546 1083 923
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=9
num_cat=0
split_feature=47 16 52 2 133 3 160 3
split_gain=1.80817e-05 4.44554e-05 4.98671e-05 4.8752e-05 8.55569e-05 5.22406e-05 3.71045e-05 3.98667e-05
threshold=0.11926500000000002 -0.49150499999999991 0.11401500000000002 0.106285 0.087550000000000017 -0.100615 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0174076681271805 -0.012742175038897567 0.020428667334145889 -0.021458615792119384 0.015693351555366535 -0.029442511772344988 -0.0077616078376037904 -0.019407805853046661 0.014406041106182028
leaf_weight=0.0014538221093975878 0.0010287593559674965 0.0012158445098236327 0.0010934000664424076 0.0018270480008543422 0.0010167477530054472 0.0018045001290260499 0.0010483791265367623 0.0014739477700487754
leaf_count=310 145 232 531 537 594 1117 275 169
internal_value=0 0.00112505 -0.00137203 0.00124679 -0.00277713 0.00211437 -0.00303197 0.00220468
internal_weight=0 0.0109337 0.00947987 0.00838647 0.00655942 0.00554267 0.00432683 0.00327845
internal_count=3910 3765 3455 2924 2387 1793 1561 1286
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=10
num_cat=0
split_feature=150 151 151 16 2 403 160 52 3
split_gain=1.74276e-05 6.18438e-05 3.6956e-05 3.48286e-05 3.96457e-05 3.92812e-05 6.61142e-05 4.64269e-05 7.50143e-05
threshold=0.083205000000000015 -0.051109999999999996 -1.0000000180025095e-35 -0.23935499999999996 0.098195000000000018 0.03138500000000001 -1.0000000180025095e-35 0.096170000000000019 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -5 8 -8
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.018371939437355211 0.02593230163120391 -0.00758663546997153 -0.0022232955693137443 -0.026230506394371203 0.025804387501750205 0.013258435684887229 -0.028615200657857467 0.015601944334389517 0.0053810997055338582
leaf_weight=0.001192837882754468 0.0010257765478628796 0.0011878827523981333 0.0010019201992346931 0.0013194103566968058 0.0010169394953404929 0.0011926000874424754 0.0010538299903966549 0.0012457354077893097 0.0016898040916789674
leaf_count=365 316 188 184 716 197 374 1017 216 337
internal_value=0 0.00794554 -0.00188656 0.000421407 0.0118948 -0.0031414 -0.00682557 -0.000407748 -0.00767688
internal_weight=0 0.00221366 0.00971308 0.00852024 0.00201886 0.00650138 0.00530878 0.00398937 0.00274363
internal_count=3910 504 3406 3041 381 2660 2286 1570 1354
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=10
num_cat=0
split_feature=12 13 48 47 1 160 52 16 0
split_gain=1.76351e-05 3.48622e-05 4.37875e-05 3.56525e-05 6.63597e-05 5.09105e-05 5.04399e-05 4.75384e-05 2.93579e-05
threshold=0.10852500000000001 -0.23438999999999996 0.11028500000000001 0.09252500000000001 0.091845000000000024 -1.0000000180025095e-35 0.089525000000000007 -0.088144999999999987 -0.11287999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -6
right_child=-2 2 -4 -5 8 6 -8 -9 -10
leaf_value=0.018889098206802919 -0.012691303954757869 -0.019709408800326005 -0.018914838597871044 -0.013032195871614728 0.031543749719887722 0.0065305450479845734 0.021220150814800533 -0.020003466099044451 0.0077106868766853732
leaf_weight=0.0010021683897794174 0.0010107186603394254 0.0011830060931671228 0.00116256617874498 0.0013746987107566789 0.0010399702080412967 0.0018304090963776115 0.0011861561653923811 0.0010698665722721889 0.0010275101931802792
leaf_count=196 319 735 168 243 173 370 311 796 599
internal_value=0 0.00111792 -0.000685741 0.00174693 0.00451606 -0.00144103 0.0038476 -0.00325744 0.019699
internal_weight=0 0.0108764 0.00987418 0.00871162 0.00733692 0.00526944 0.00408643 0.00290028 0.00206748
internal_count=3910 3591 3395 3227 2984 2212 1477 1166 772
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=10
num_cat=0
split_feature=42 133 160 47 0 3 1 4 4
split_gain=1.7019e-05 3.73783e-05 5.21229e-05 4.82929e-05 5.05037e-05 5.32627e-05 8.58136e-05 4.90809e-05 3.7389e-05
threshold=0.092145000000000019 0.065880000000000008 -0.088224999999999984 0.09550500000000002 -0.23029999999999998 -0.016619999999999996 0.095575000000000007 -0.078484999999999985 -0.081189999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 -3
right_child=-2 8 3 -5 5 6 -8 -9 -10
leaf_value=0.01951386577475922 -0.0089176475665805784 0.027448265682003953 0.0099122393411611113 0.012345173341023974 -0.018817485966999763 -0.045906924867170962 -0.00587918322524612 0.010444515098305997 0.00026306742799226882
leaf_weight=0.0010283146412515751 0.0018300541362891191 0.0010010858206496013 0.0011581183282528594 0.0013543746893821765 0.0010591621239378719 0.0010186211565119782 0.0011294663551293842 0.0012492878971000943 0.001022811663318125
leaf_count=327 832 206 91 191 622 156 222 546 717
internal_value=0 0.00156951 -0.00150284 -0.00460396 -0.00869245 -0.0135272 -0.0248603 -0.00298146 0.0137098
internal_weight=0 0.0100212 0.00799735 0.00696903 0.00561466 0.00445654 0.00214809 0.00230845 0.0020239
internal_count=3910 3078 2155 1828 1637 1546 378 1168 923
is_linear=0
shrinkage=0.1


Tree=5128
num_leaves=9
num_cat=0
split_feature=52 52 4 4 1 1 2 0
split_gain=1.7385e-05 4.28861e-05 6.65318e-05 6.72268e-05 6.26105e-05 4.27697e-05 0.000100579 8.00106e-05
threshold=0.16064500000000001 0.10433000000000002 -0.34687499999999999 -0.082054999999999975 1.0000000180025095e-35 0.11167500000000001 0.089910000000000004 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=-0.024317866125957769 -0.011988389381060208 0.020740449357992938 0.021624693169141306 -0.018573902918146087 -0.0037841892887525972 -0.025468728636334412 0.032276025664294515 0.012544602778262177
leaf_weight=0.0010752601042366252 0.0011052749545814146 0.0010150858613355426 0.0014593158693483417 0.0017169561885122548 0.0019264439307173716 0.0011616139902911244 0.0012923819131910302 0.001058027011545783
leaf_count=240 475 258 603 1146 514 156 189 329
internal_value=0 0.00118473 -0.000863853 0.00206359 -0.00192581 0.0033301 0.0106942 -0.00734907
internal_weight=0 0.0107051 0.00969 0.00861474 0.00715542 0.00543847 0.00321883 0.00221964
internal_count=3910 3435 3177 2937 2334 1188 703 485
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=10
num_cat=0
split_feature=484 52 52 160 1 2 3 12 47
split_gain=8.75975e-05 7.23438e-05 7.10867e-05 4.01022e-05 4.60587e-05 5.5738e-05 6.25495e-05 5.84544e-05 6.06144e-06
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.085065000000000016 0.11198000000000001 0.106035 -0.060719999999999989 0.089745000000000005 0.085585000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 -6
right_child=1 3 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00054351482020189104 -9.3539143525940414e-05 -0.00044415789585129748 0.00052775411335253099 -0.00035783235460006794 0.00037147841920928405 -0.00038637920288351018 0.00031438627193853061 0.00012894477753374117 0.00015587867131376705
leaf_weight=0.0010827872393278084 0.0011163711893295192 0.0013506141522634065 0.0019357358495206583 0.001361380173906016 0.0010046572589962491 0.0016528181070006613 0.0018306756216647504 0.0013868463335277097 0.0010007406602717346
leaf_count=627 379 812 430 157 327 219 189 674 96
internal_value=0 3.75867e-05 0.000300503 -4.61087e-05 5.47849e-06 -7.78232e-05 3.38168e-05 -0.000153814 0.000263889
internal_weight=0 0.0126398 0.00305211 0.00958773 0.00822635 0.00622095 0.00456814 0.00273746 0.0020054
internal_count=3910 3283 809 2474 2317 1894 1675 1486 423
is_linear=0
shrinkage=0.00196078


Tree=5130
num_leaves=9
num_cat=0
split_feature=52 52 12 0 15 12 0 48
split_gain=1.78131e-05 4.62727e-05 2.93189e-05 4.22786e-05 5.36593e-05 8.15165e-05 5.31465e-05 8.09759e-05
threshold=-0.081429999999999989 -0.27466499999999994 0.10129000000000001 -0.10209999999999998 -0.03231499999999999 0.086865000000000012 -0.15291499999999997 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -2
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.010219278619198351 0.020470391052740705 0.01657419072173973 -0.016901210988621872 0.026431210336903949 -0.01796901129798124 0.014683064051715954 -0.024200252471319499 -0.016462394828373653
leaf_weight=0.0010075250064690248 0.0011275728961160324 0.0017892205434565289 0.0011809842379060043 0.0010517181168233402 0.0013670340277486472 0.0017349236036960868 0.0012863140473730432 0.0012537148354655131
leaf_count=425 177 546 386 587 549 844 300 96
internal_value=0 0.00692187 -0.00221484 2.75045e-06 0.00691145 0.000293281 -0.00782157 0.00102579
internal_weight=0 0.00279675 0.00900226 0.00782128 0.00415368 0.00310196 0.0036676 0.00238129
internal_count=3910 971 2939 2553 1980 1393 573 273
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=8
num_cat=0
split_feature=3 1 2 15 13 52 15
split_gain=1.72112e-05 2.72808e-05 4.43951e-05 3.99592e-05 4.64156e-05 3.90139e-05 3.76711e-05
threshold=-0.15464999999999998 0.088010000000000019 0.11462500000000002 -1.0000000180025095e-35 -0.028919999999999998 -0.074484999999999982 -0.03231499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 5 -2 -5 -3 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.012248437635520734 -0.020769008475436085 -0.015271246927365782 0.017885339802869032 -0.012763545218210602 0.010880448712677069 0.013453932488239445 -0.0098370952783214342
leaf_weight=0.0010384242558357957 0.001443063836327882 0.001449467264591154 0.0015417763781325547 0.0016462360918641527 0.0016751176387493835 0.0018573305092201063 0.0011091232359019532
leaf_count=259 1056 321 369 602 575 327 401
internal_value=0 -0.00123473 0.00327608 -0.0068753 -0.000838748 -0.00182461 0.00474568
internal_weight=0 0.0107221 0.0059577 0.00476442 0.00332135 0.00441592 0.00296645
internal_count=3910 3651 1418 2233 1177 1049 728
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=9
num_cat=0
split_feature=52 0 16 12 16 3 15 52
split_gain=1.86393e-05 4.78668e-05 5.03783e-05 3.34177e-05 5.87937e-05 5.61608e-05 6.84718e-05 6.32207e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.26538000000000006 0.091555000000000011 -0.23935499999999996 0.090325000000000003 -0.099824999999999983 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -2 -8
right_child=3 2 -4 4 -6 -7 7 -9
leaf_value=-0.0091545090570086807 0.030347886286832493 0.02585412695698221 -0.0028622509526100869 0.0041127714019791161 -0.02804079845942339 -0.013928617722708425 -0.017208705952349249 0.012943967501415844
leaf_weight=0.0014109661075575085 0.0010105866126307655 0.0014630280856216228 0.001048917570984669 0.0010662376859299884 0.0012186748267006935 0.0016778367603663795 0.0012156130077705875 0.0016247440025036054
leaf_count=128 294 663 399 150 748 257 613 658
internal_value=0 0.00558421 0.013863 -0.00286378 -0.0130366 0.00134039 0.00799302 3.9258e-05
internal_weight=0 0.00392291 0.00251195 0.00781369 0.00228491 0.00552878 0.00385094 0.00284036
internal_count=3910 1190 1062 2720 898 1822 1565 1271
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=9
num_cat=0
split_feature=13 13 43 2 42 13 0 52
split_gain=1.56095e-05 3.44658e-05 2.55427e-05 4.16394e-05 3.79232e-05 4.37968e-05 6.79981e-05 4.27018e-05
threshold=0.17936000000000002 0.019675000000000002 -0.057994999999999998 0.084235000000000018 0.078965000000000021 -0.10023999999999998 -0.10071499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=0.023590427916658642 -0.010571799339009404 0.017689224961367444 0.013391165385236312 -0.0027126134958496465 -0.021879920275087616 -0.011249793118506612 -0.028706842567044727 0.011855880209977833
leaf_weight=0.0010065194551149182 0.0012552069793934804 0.001134201586152273 0.0015747232563730106 0.0014969991146496218 0.0010054866533382879 0.0015105048902924814 0.0010151555320274128 0.00170009741488407
leaf_count=481 221 405 223 935 758 121 568 198
internal_value=0 0.00123092 -0.000774239 0.00786231 -0.00395112 -0.000843248 -0.00614768 0.000985262
internal_weight=0 0.0104437 0.00930949 0.00250352 0.00680597 0.00580048 0.00422576 0.0032106
internal_count=3910 3689 3284 1416 1868 1110 887 319
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=12
num_cat=0
split_feature=484 52 160 1 1 13 0 3 52 1 48
split_gain=0.00010163 6.63629e-05 5.78171e-05 4.35441e-05 7.74987e-05 7.96315e-05 7.37466e-05 8.41198e-05 4.29722e-05 7.87607e-05 0.00012449
threshold=-0.0043499999999999988 -0.048794999999999991 -1.0000000180025095e-35 0.076710000000000014 0.092550000000000007 -0.077154999999999987 -0.083674999999999986 -0.089604999999999976 -0.27466499999999994 0.085990000000000011 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 6 -5 -6 -4 -8 -2 -10 -11
right_child=1 2 3 4 5 -7 7 -9 9 10 -12
leaf_value=-0.00059031355781528926 -8.4500143300373487e-05 -0.00042585981324907388 -0.00057947273490408619 0.0005990354002648428 0.00038789096666953798 -0.00028002346295468691 0.00044241639290851703 -0.00029370274997367562 -6.7299105975004915e-05 0.0010039536343428386 6.7767678748016183e-05
leaf_weight=0.0010548250072632557 0.0011955975364642086 0.0013803491793793017 0.0010624271824621482 0.0010820467636135679 0.0011331058533740645 0.001740350975976842 0.0010937427625973923 0.0013137422590155743 0.0011487338543221663 0.0011685524546011998 0.0010252040081126755
leaf_count=612 379 625 459 261 197 287 151 325 217 249 148
internal_value=0 4.19096e-05 -5.73574e-05 1.11454e-05 0.00015178 -1.66411e-05 -0.00014917 4.0723e-05 0.000234529 0.000348644 0.000566448
internal_weight=0 0.0133439 0.00880576 0.00742542 0.0039555 0.00287346 0.00346991 0.00240749 0.00453809 0.00334249 0.00219376
internal_count=3910 3298 2305 1680 745 484 935 476 993 614 397
is_linear=0
shrinkage=0.00196078


Tree=5135
num_leaves=11
num_cat=0
split_feature=484 133 42 160 47 160 0 15 42 42
split_gain=7.30001e-05 4.36632e-05 0.000102146 8.51365e-05 9.24094e-05 0.000109715 9.39603e-05 8.63067e-05 8.82312e-05 7.68848e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.087850000000000025 0.087825000000000014 -0.10462499999999998 1.0000000180025095e-35 0.08401500000000002 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -6 9 -9 -5
right_child=1 -3 3 4 6 -7 -8 8 -10 -11
leaf_value=-0.00050181993526183155 -0.00047348922653250549 -0.00034779286159400744 -0.00026323414180665539 0.00096917799194143328 -0.00054959919347968508 -0.0001175216479844053 0.00025340534595559794 -0.00022834692226053361 0.00057301421588533017 0.00028564750279542382
leaf_weight=0.0010684625836660981 0.0012055946891018762 0.0010665051742443357 0.0017628044561503195 0.0016716396270372532 0.001078936964118816 0.0015846100049397129 0.0011653160302549899 0.001034090747277055 0.0010798286067528282 0.0010179539993315375
leaf_count=627 348 480 566 467 85 202 172 389 278 296
internal_value=0 3.18788e-05 6.67835e-05 0.000129442 0.00020963 0.000329877 -0.000132644 0.000477467 0.000181003 0.000710476
internal_weight=0 0.0126673 0.0116008 0.0103952 0.00863238 0.00638812 0.00224425 0.00480351 0.00211392 0.00268959
internal_count=3910 3283 2803 2455 1889 1632 257 1430 667 763
is_linear=0
shrinkage=0.00196078


Tree=5136
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 43 16 42 4 3
split_gain=0.000133183 9.0776e-05 0.000103313 7.48825e-05 9.98621e-05 0.000134317 8.95714e-05 6.48452e-05 5.14709e-05 0.000116506
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -0.079374999999999987 -0.19424999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -5 -8 -10
right_child=1 -3 -4 7 5 6 8 -9 9 -11
leaf_value=-0.00069929966655921441 0.00051494551547208607 -0.00052467203487351858 0.00054496130139831695 -0.00056602414761111196 -0.00066743458039597819 -0.00035819043770604967 0.0005083094524881886 8.9164141292600452e-05 -0.00032714459007517196 0.00054213241499829134
leaf_weight=0.0010133272066915429 0.0017764893072440783 0.001015490281240739 0.0016295573360578007 0.0013842164853213102 0.0010080347324257994 0.001200553986133052 0.001727992950997191 0.0010005841175669467 0.001316411736920329 0.001078367889781951
leaf_count=612 284 472 523 530 253 208 292 400 265 71
internal_value=0 3.8458e-05 8.5632e-05 1.42961e-05 0.000104132 -1.11363e-05 0.000113142 -0.000291129 0.000250394 6.42903e-05
internal_weight=0 0.0131377 0.0121222 0.0104927 0.00810785 0.00633136 0.00532333 0.0023848 0.00412277 0.00239478
internal_count=3910 3298 2826 2303 1373 1089 836 930 628 336
is_linear=0
shrinkage=0.00196078


Tree=5137
num_leaves=11
num_cat=0
split_feature=484 4 0 43 160 1 2 133 1 0
split_gain=6.01937e-05 5.15918e-05 0.000108453 5.60105e-05 4.65302e-05 5.59777e-05 7.26697e-05 8.65355e-05 7.00243e-05 4.96482e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.24333999999999997 0.090735000000000024 0.11831500000000002 0.10796500000000002 -0.0056849999999999991 0.09112000000000002 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00045649839621621002 -0.00039954001167573036 -0.00043506856282647633 0.00060722506966866079 -0.00033381970332129786 -0.00030480131288760959 0.00046150936251066968 -0.00038016002080711178 0.00072984888931330882 -7.028078251163776e-05 0.00018665740437286032
leaf_weight=0.0010851047273971121 0.0010130012475426742 0.0010424578291311189 0.0012507691951474309 0.0012024056298642642 0.0012679092594088661 0.0013626694834585132 0.0013538209246918521 0.0013039723270087985 0.0015163314302558319 0.0012839054908324985
leaf_count=627 151 173 222 740 198 320 309 133 339 698
internal_value=0 2.47972e-05 6.1904e-05 -4.10194e-06 4.42528e-05 9.94146e-05 2.5333e-05 0.000128782 0.00026431 0.000460359
internal_weight=0 0.0125972 0.0115842 0.0103335 0.00929101 0.00802311 0.00666044 0.00530661 0.00410421 0.00258788
internal_count=3910 3283 3132 2910 2737 2539 2219 1910 1170 831
is_linear=0
shrinkage=0.00196078


Tree=5138
num_leaves=9
num_cat=0
split_feature=52 52 4 4 1 12 1 2
split_gain=1.76281e-05 3.69234e-05 5.50023e-05 5.11357e-05 5.25085e-05 3.94944e-05 7.16866e-05 9.16861e-05
threshold=0.16064500000000001 0.10433000000000002 -0.34687499999999999 -0.082054999999999975 1.0000000180025095e-35 0.096210000000000004 0.11167500000000001 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.022078618839373051 -0.012076016884265779 0.019264344711000261 0.018990417308225375 -0.016757392452242167 -0.0065370191684544516 0.021059868201403147 -0.01930403224816999 0.029040525747632214
leaf_weight=0.001073418159371147 0.0011081967184483942 0.0010206127653917029 0.0014588428325434206 0.0017240142451252147 0.0017785088608490672 0.00101508107935009 0.0014222322545104958 0.0012220907866729858
leaf_count=240 475 258 603 1146 422 229 356 181
internal_value=0 0.00117245 -0.000732281 0.00192567 -0.00155032 0.00327086 -0.000811879 0.00795308
internal_weight=0 0.0107148 0.00969419 0.00862077 0.00716193 0.00543791 0.00442283 0.0030006
internal_count=3910 3435 3177 2937 2334 1188 959 603
is_linear=0
shrinkage=0.1


Tree=5139
num_leaves=9
num_cat=0
split_feature=52 0 16 12 0 0 3 42
split_gain=1.80004e-05 3.97081e-05 4.21593e-05 3.2533e-05 4.15594e-05 7.14004e-05 4.80101e-05 5.98575e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.26538000000000006 0.10129000000000001 -0.10209999999999998 -0.15291499999999997 -0.060719999999999989 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 -6
right_child=3 2 -4 -5 6 -7 -8 -9
leaf_value=-0.0078979821010859777 0.0036050786842094168 0.023997519416317323 -0.0022375779843352814 -0.018577828617348933 -0.017286421517408331 -0.029591553448506766 0.020140564701363939 0.013706897719199149
leaf_weight=0.0014227802372017511 0.0016015872102171584 0.0014617871712161688 0.0010543231975813183 0.0011240394221826589 0.0012916087186589404 0.0010880776957513663 0.0015352623421977713 0.001204007345466096
leaf_count=128 242 663 399 364 850 252 254 758
internal_value=0 0.00545408 0.0130043 -0.00283117 -0.000197469 -0.00982429 0.00622618 -0.00233373
internal_weight=0 0.00393889 0.00251611 0.00784458 0.00672054 0.00268966 0.00403088 0.00249562
internal_count=3910 1190 1062 2720 2356 494 1862 1608
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=10
num_cat=0
split_feature=484 3 13 16 43 52 4 1 2
split_gain=6.37277e-05 3.85938e-05 4.05642e-05 5.12186e-05 4.80079e-05 5.86237e-05 4.99994e-05 9.41821e-05 4.58336e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.094679999999999986 -0.19424999999999998 -0.093039999999999984 0.071660000000000015 0.015635000000000003 0.086560000000000012 0.106035
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 -5 6 7 -6 -3
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00047273739937834266 0.00039170134838365802 0.0004411545811134767 -0.00034698674585389137 -0.00031500896595397298 0.00019113304161446495 0.00042491404502075994 0.0002697145860221504 -0.00058108826037664798 -6.6362944207090226e-05
leaf_weight=0.0010563962131590185 0.0010336111201158958 0.0014607332667034042 0.0019793418085544742 0.0013680188303883348 0.0011953415507489444 0.0015014320163091186 0.0013481941540847524 0.0012341484600599322 0.0012868150582693075
leaf_count=627 225 229 320 386 431 807 212 494 179
internal_value=0 2.89389e-05 -4.02707e-06 -7.01116e-05 1.23345e-05 9.71616e-05 -3.31029e-05 -0.000201145 0.000203459
internal_weight=0 0.0124076 0.011374 0.00862648 0.00664714 0.00527912 0.00377768 0.00242949 0.00274755
internal_count=3910 3283 3058 2650 2330 1944 1137 925 408
is_linear=0
shrinkage=0.00196078


Tree=5141
num_leaves=8
num_cat=0
split_feature=42 133 15 2 1 48 0
split_gain=1.75823e-05 3.62864e-05 4.78618e-05 3.96988e-05 0.000106468 4.91408e-05 7.63887e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.099015000000000006 0.11183500000000002 0.086125000000000021 -0.087614999999999985
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=0.017327915124457433 -0.0090902921576408845 0.013621265558155144 -0.016841871439323301 0.033955574580671354 -0.007500905378032819 -0.022221355258684065 -0.016045395852937731
leaf_weight=0.0016043232257670155 0.0018240399444534238 0.0020023763346195692 0.0016093634954107488 0.0011877309939809831 0.0012948419429076262 0.0010594634048089239 0.0011979999147414416
leaf_count=241 832 923 824 329 233 201 327
internal_value=0 0.00158921 -0.00143991 0.00246709 0.012333 -0.00387528 0.00306074
internal_weight=0 0.0099561 0.00795372 0.00634436 0.00248257 0.00386179 0.00280232
internal_count=3910 3078 2155 1331 562 769 568
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=11
num_cat=0
split_feature=484 52 150 4 51 151 4 4 4 51
split_gain=0.000198413 6.21578e-05 4.53964e-05 6.2461e-05 3.81112e-05 4.51365e-05 5.24664e-05 9.40167e-05 4.29671e-05 2.27396e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 -0.032604999999999995 0.013805000000000001 -0.0008699999999999999 0.15927500000000003 -0.056579999999999991 -0.08422499999999998 -0.070859999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 -7 -5
right_child=1 4 -4 9 -6 6 -8 -9 -10 -11
leaf_value=-0.0008305596772591778 -1.2379949286589646e-05 -0.00043123512011982498 -5.3622234089302571e-05 0.00036652259933693478 0.0002658940968251516 -0.00014779224329358138 0.00024544352096099182 -0.00057903293533592085 0.00032797095862084613 0.00078342560552010251
leaf_weight=0.0010633129495301449 0.0010681951019524015 0.001301963665103956 0.0014132756387739342 0.0010093956731493177 0.0012872257229957201 0.0018101176893121252 0.0018657283982579436 0.0013435867633988484 0.0012228566632304654 0.0010026468472819042
leaf_count=612 366 262 151 191 308 356 353 391 635 285
internal_value=0 4.95881e-05 0.000237333 0.000370829 -4.59376e-05 -9.91433e-05 -2.98784e-05 -0.000147248 4.40294e-05 0.000574275
internal_weight=0 0.013325 0.00449351 0.00308024 0.00883148 0.00754425 0.00624229 0.00437656 0.00303297 0.00201204
internal_count=3910 3298 993 842 2305 1997 1735 1382 991 476
is_linear=0
shrinkage=0.00196078


Tree=5143
num_leaves=9
num_cat=0
split_feature=47 2 12 2 13 48 3 12
split_gain=1.77545e-05 3.74252e-05 3.68123e-05 3.57305e-05 5.34875e-05 5.12208e-05 5.32728e-05 0.000105716
threshold=0.087850000000000025 0.11462500000000002 1.0000000180025095e-35 0.106035 -0.09547499999999999 0.083775000000000002 -0.060719999999999989 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6
right_child=2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.022038970914685662 0.0021217003725716378 0.017387594158928262 -0.022029652883313159 -0.014905187615057255 -0.041372408333811117 0.012570788372167111 0.010050517724677353 0.00080683562041278668
leaf_weight=0.0011550140349985277 0.0016235569571372336 0.0013507789250783416 0.0010324609342155316 0.0014333399989712864 0.0010184782503345506 0.0016860567216736688 0.0010630963162165108 0.0014264497102227311
leaf_count=252 165 497 323 279 1036 302 300 756
internal_value=0 0.00202247 -0.00726654 -0.000644418 0.00257502 -0.0017532 -0.00863772 -0.0167637
internal_weight=0 0.00913321 0.00265602 0.00778244 0.0063491 0.00519408 0.00350802 0.00244493
internal_count=3910 3422 488 2925 2646 2394 2092 1792
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=13
num_cat=0
split_feature=484 457 41 4 12 16 0 47 4 13 3 12
split_gain=0.000107135 0.000102674 0.000112986 9.36366e-05 9.87581e-05 8.03334e-05 0.000134384 9.81389e-05 0.000186492 7.15195e-05 7.04112e-05 8.55885e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.075585000000000013 0.25367000000000006 0.10595000000000002 -0.094359999999999986 -0.10783 0.09550500000000002 -0.0021099999999999995 -0.0024749999999999993 -0.078884999999999997 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 -7 8 10 -3 11 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00059020165956599334 -0.00056402239890971902 0.0001327159236899482 -0.00054350286035162606 0.00057899315475804663 -0.00051841868218856777 0.00079272536160316894 -0.00039345293046436162 0.00058934713468175516 -0.00074086633368559539 -0.00054574012022574957 0.00059551556459720419 0.00036609347059569138
leaf_weight=0.0011386915328361275 0.001020496550849335 0.0012946833908729061 0.0010243932258679278 0.0015847391416174755 0.0010001015325488147 0.0013435872620667904 0.0011126599979572455 0.001251669058872697 0.0010816430988697121 0.0011091088858407225 0.0011235187336366354 0.0011703279010934853
leaf_count=612 200 244 191 401 260 146 635 123 197 74 411 416
internal_value=0 3.5024e-05 8.17027e-05 0.000134756 6.76267e-05 0.000129405 0.000234513 0.000103846 -3.1552e-05 -0.000180323 0.000193671 -4.08672e-06
internal_weight=0 0.0141169 0.0130964 0.012072 0.0104873 0.0094872 0.00708341 0.00573982 0.00448815 0.00240379 0.00340651 0.00228299
internal_count=3910 3298 3098 2907 2506 2246 1928 1782 1659 318 1462 1051
is_linear=0
shrinkage=0.00196078


Tree=5145
num_leaves=11
num_cat=0
split_feature=484 133 42 0 47 2 4 2 2 15
split_gain=0.000112977 5.57795e-05 7.31562e-05 7.123e-05 6.37234e-05 8.86909e-05 8.73811e-05 8.68263e-05 7.45253e-05 3.97818e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.10302000000000001 0.087850000000000025 0.092865000000000017 0.015635000000000003 0.088485000000000022 0.085255000000000011 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 -6
right_child=1 -3 3 -5 9 6 -8 -9 -10 -11
leaf_value=-0.00062841638472828723 -0.00037025751474527638 -0.00039717901765914108 0.00041442036421616919 0.00060846978983042864 -0.00048570543426222136 -0.00048524345201383863 0.00019972101282217895 0.00081504567149909138 -0.00023449943190210064 3.0497941346837573e-05
leaf_weight=0.0010421190186516742 0.0012328642346733946 0.0010174983960997844 0.0018859616629891534 0.001092809764423777 0.0010464120586252414 0.0012335632184280712 0.0017067791913296672 0.0011520532379188644 0.0010644723802870071 0.0012713737518872006
leaf_count=612 351 481 699 164 133 410 356 224 308 172
internal_value=0 4.31447e-05 8.14827e-05 0.00013476 7.9457e-05 0.000172266 -8.76424e-05 0.000358548 0.0001803 -0.000202553
internal_weight=0 0.0127038 0.0116863 0.0104534 0.00936062 0.00704283 0.00294034 0.00410249 0.00295043 0.00231779
internal_count=3910 3298 2817 2466 2302 1997 766 1231 1007 305
is_linear=0
shrinkage=0.00196078


Tree=5146
num_leaves=10
num_cat=0
split_feature=484 3 151 150 1 2 2 16 12
split_gain=8.46151e-05 3.96536e-05 3.76378e-05 6.64032e-05 4.46486e-05 0.00012055 0.000122134 9.39003e-05 3.88982e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -6 -4
right_child=1 2 4 -5 7 -7 -8 -9 -10
leaf_value=-0.00053342640227916629 0.00041684184188972822 -0.00057613390220845372 8.9952400473938024e-05 0.0001076307438362504 0.00059881653089004249 -0.00061159183757431587 0.00058036704079049114 -7.2099300500903988e-05 -0.00034468894717060763
leaf_weight=0.0010615396085760691 0.0010051194685852518 0.0010494493704028499 0.0017210915996582431 0.0011383792490932904 0.0015499689530168045 0.0011281209677901343 0.0014262858113345054 0.0016620632600077728 0.00146589975318602
leaf_count=627 225 208 217 290 304 296 403 260 1080
internal_value=0 4.38441e-05 1.01938e-05 -0.000220355 6.65298e-05 -3.70369e-05 0.000103464 0.000251652 -0.000109967
internal_weight=0 0.0121464 0.0111413 0.00218783 0.00895343 0.0057414 0.00461328 0.00321203 0.00318699
internal_count=3910 3283 3058 498 2560 1996 1700 564 1297
is_linear=0
shrinkage=0.00196078


Tree=5147
num_leaves=10
num_cat=0
split_feature=133 52 13 15 12 1 47 0 4
split_gain=1.81305e-05 5.08274e-05 4.10403e-05 8.86904e-05 6.30676e-05 5.70739e-05 7.53604e-05 6.20585e-05 5.27059e-05
threshold=-0.088019999999999987 0.16064500000000001 -0.073799999999999991 0.035895000000000003 0.092365000000000017 0.095575000000000007 0.096300000000000011 -0.13506999999999997 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 7 -7 -4 -2
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.011074518905692976 0.0047107311800691767 -0.022851192547498081 0.0087009525110233934 -0.027546892698498734 -0.00868536278790767 0.029018767118937541 -0.0061050611911299376 -0.021898983797493415 0.037005899177715594
leaf_weight=0.0012972329107966253 0.0010191368246046336 0.0010044741385588007 0.0012083844688222118 0.001263311824019649 0.0011405740461949265 0.0013404949452735446 0.001122270613218292 0.0014678312079575914 0.0010023640410873782
leaf_count=574 724 430 93 708 163 401 108 430 279
internal_value=0 -0.00145217 0.000795213 -0.00380836 0.0101161 0.00202726 0.013013 -0.00808228 0.0207243
internal_weight=0 0.0105688 0.00956437 0.00640229 0.00316207 0.00513898 0.00246277 0.00267622 0.0020215
internal_count=3910 3336 2906 1740 1166 1032 509 523 1003
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=9
num_cat=0
split_feature=0 43 15 4 3 160 2 16
split_gain=1.99073e-05 5.4958e-05 6.49369e-05 4.54289e-05 4.51135e-05 5.01674e-05 8.45824e-05 5.90798e-05
threshold=-0.017269999999999997 -0.079374999999999987 -1.0000000180025095e-35 -0.48072499999999996 -0.074234999999999982 -0.025614999999999995 0.086650000000000019 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 -6 -7 -8
right_child=3 4 -4 -5 5 6 7 -9
leaf_value=-0.030098829178279968 -0.0081202847838773139 0.015096034952854732 0.0031710691927351927 0.019747444473289247 0.014431864930725161 -0.031581714434284557 -0.01646137601149841 0.013735696575157469
leaf_weight=0.0013187796312186125 0.0010079442437915974 0.0019783462226125349 0.0010567705142434654 0.0013939408102586984 0.0012763582937707187 0.0011180788366579653 0.0011087847230935271 0.0015587158148955491
leaf_count=856 194 1282 328 252 300 187 171 340
internal_value=0 -0.0021464 -0.0152986 0.00805283 0.00229145 -0.00271293 -0.00849353 0.00118385
internal_weight=0 0.00941583 0.00237555 0.00240189 0.00704028 0.00506194 0.00378558 0.0026675
internal_count=3910 3464 1184 446 2280 998 698 511
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=9
num_cat=0
split_feature=14 49 2 2 13 12 3 3
split_gain=1.94591e-05 3.73594e-05 3.62247e-05 4.54863e-05 5.88082e-05 6.28718e-05 4.51271e-05 2.88411e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 0.095195000000000016 -0.014114999999999997 0.086865000000000012 -0.078884999999999997 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.013404005231091696 -0.028411780638409059 0.019202943102296394 0.012106794298643789 -0.018234524699063736 -0.012256242476801835 0.024533424272150887 0.00034849196548414904 0.0085461398154709749
leaf_weight=0.0010011930759556776 0.0010124204936900563 0.0010382326478143621 0.0017884432937535959 0.0016842101467410648 0.0013034875804704199 0.0014025081071141563 0.0011831402142678782 0.0013637864079554807
leaf_count=196 996 565 456 389 282 480 443 103
internal_value=0 0.00117053 -0.000752027 -0.00364493 0.000276956 0.00739292 -0.0129135 -0.00161991
internal_weight=0 0.0107762 0.009738 0.00794955 0.00626534 0.00406978 0.00219556 0.00266727
internal_count=3910 3714 3149 2693 2304 865 1439 385
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=11
num_cat=0
split_feature=484 474 160 133 133 52 4 52 16 2
split_gain=0.000118736 5.2826e-05 8.31321e-05 9.22122e-05 7.85029e-05 0.000123143 0.000103451 6.41515e-05 0.000126437 4.47377e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090054999999999982 0.10599500000000002 0.048490000000000012 -0.083329999999999987 -0.068164999999999989 -0.25582999999999995 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 9 -9 -5
right_child=1 -3 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.00065724843111037541 -0.00046097783536532786 0.00047224678891181029 -0.00049471472993067812 -6.325992899615241e-05 -0.00038192664789636665 0.00092521416983329028 0.00010026863179404175 0.00017756871708746435 -0.00060893401539845486 0.0004534018129576749
leaf_weight=0.0010013820708806237 0.0012991155366632598 0.0010187186973398656 0.0010207942417686617 0.0010317399584360268 0.0010413523551496646 0.0013438448940636893 0.0010342507968495725 0.0018990634169741849 0.0013405690831679365 0.001716097625650279
leaf_count=612 556 318 420 187 413 204 235 275 286 404
internal_value=0 4.39572e-05 6.75133e-06 6.50224e-05 0.000125762 0.00018896 0.000566439 3.90332e-05 -0.000147888 0.000259409
internal_weight=0 0.0127455 0.0117268 0.0104277 0.00940692 0.00836557 0.0023781 0.00598747 0.00323963 0.00274784
internal_count=3910 3298 2980 2424 2004 1591 439 1152 561 591
is_linear=0
shrinkage=0.00196078


Tree=5151
num_leaves=9
num_cat=0
split_feature=0 43 133 43 160 2 133 4
split_gain=1.72759e-05 4.58135e-05 6.25639e-05 4.445e-05 3.86636e-05 4.65259e-05 6.17495e-05 4.04858e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.048240000000000005 -0.057994999999999998 0.086110000000000006 0.10796500000000002 -0.0056849999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -3 -8
right_child=3 4 -4 -5 -6 -7 7 -9
leaf_value=-0.027921979282957778 0.023510805903933313 -0.0086376584320814725 0.0049748248232415852 -0.0041091545700777631 -0.014380514512590467 -0.0075326163024516894 0.03132159924485664 0.0075121942847683996
leaf_weight=0.0013683040254183849 0.0010066215217860229 0.001093294655828303 0.0010010821359235091 0.00138350248178822 0.0011884870886387068 0.0018816833394263571 0.0014153627405360471 0.0014415813546311371
leaf_count=447 165 748 737 281 214 447 578 293
internal_value=0 -0.00199932 -0.0140229 0.00752323 0.00205861 0.00540874 0.0115733 0.0193076
internal_weight=0 0.0093898 0.00236939 0.00239012 0.00702041 0.00583192 0.00395024 0.00285694
internal_count=3910 3464 1184 446 2280 2066 1619 871
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=11
num_cat=0
split_feature=484 133 42 47 160 160 15 42 42 0
split_gain=0.000121431 5.2411e-05 7.40577e-05 7.89974e-05 8.42761e-05 0.000125593 9.44337e-05 7.94663e-05 7.52329e-05 5.03117e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.087850000000000025 0.087825000000000014 -0.080184999999999992 1.0000000180025095e-35 0.08401500000000002 0.083815000000000014 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -7 -5
right_child=1 -3 3 9 -6 6 7 -9 -10 -11
leaf_value=-0.00066422257942299115 -0.00037955039753620191 -0.00037685016652669263 -0.00014581114457526986 -0.00050001205068746365 -0.00018462853362129924 0.00097835040725349071 -0.00022512980613776328 0.00054240864340782916 0.00030451252801064416 8.8156875349749934e-05
leaf_weight=0.0010023951182406036 0.0011879194637776933 0.0010363967252497676 0.0016093979447519002 0.0010501604580335742 0.0015249187169123985 0.0017091037067258996 0.0010019034916250785 0.0010751248616159559 0.0010155424278207249 0.0011958708137131792
leaf_count=612 351 481 509 93 202 469 389 279 304 221
internal_value=0 4.52692e-05 8.37463e-05 0.000137798 0.00022968 0.000328226 0.000487111 0.000172168 0.000727195 -0.000186849
internal_weight=0 0.0124063 0.0113699 0.010182 0.00793599 0.00641107 0.00480167 0.00207703 0.00272465 0.00224603
internal_count=3910 3298 2817 2466 2152 1950 1441 668 773 314
is_linear=0
shrinkage=0.00196078


Tree=5153
num_leaves=8
num_cat=0
split_feature=1 42 133 3 16 2 2
split_gain=1.85747e-05 6.34059e-05 3.83791e-05 4.32173e-05 5.40064e-05 7.24585e-05 7.12222e-05
threshold=0.12263000000000002 0.092145000000000019 0.065880000000000008 -0.100615 -0.19424999999999998 0.097940000000000013 0.085805000000000006
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=0.012430138041244035 0.0096257752958310312 -0.021190486732329317 0.013817484999887029 -0.02713992789321977 0.0055302467097966667 0.020259262950747509 -0.025423242103139933
leaf_weight=0.0015705509129126409 0.0016930713351595026 0.0014312505659270424 0.0019651205902641604 0.0010186772346373017 0.0015233853385807764 0.0011208314637660699 0.0014517589890880452
leaf_count=364 394 704 885 160 695 258 450
internal_value=0 -0.00169389 0.00153195 -0.00207939 -0.00653482 -0.00141029 -0.0095739
internal_weight=0 0.0100816 0.00865032 0.0066852 0.00511465 0.00409598 0.00297514
internal_count=3910 3516 2812 1927 1563 1403 1145
is_linear=0
shrinkage=0.1


Tree=5154
num_leaves=9
num_cat=0
split_feature=157 4 51 2 12 16 12 0
split_gain=1.9173e-05 3.61814e-05 5.72031e-05 4.75995e-05 0.000141244 9.87629e-05 5.59978e-05 6.81287e-05
threshold=-1.0000000180025095e-35 -0.39075499999999991 0.08955500000000001 0.086545000000000025 0.091555000000000011 -0.30307999999999996 0.09364500000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.010930554946270052 0.01635526899980206 -0.031078209648521184 -0.020092992098051096 0.0013276343582289355 -0.021925571139751944 0.037123857998156935 0.013452128228422372 0.0024934094621764983
leaf_weight=0.0014258215634380218 0.001405050257885068 0.0012276226958284654 0.0013236615895559174 0.0014458028027469108 0.0010570296410978789 0.0016508123158682465 0.0010136495498614031 0.001190874679984414
leaf_count=703 148 594 377 283 560 535 269 441
internal_value=0 0.00144112 -0.000910888 0.00243624 0.00963685 0.0204107 -0.00627806 -0.0145475
internal_weight=0 0.0103145 0.00890945 0.00758579 0.00415364 0.00309662 0.00343215 0.0024185
internal_count=3910 3207 3059 2682 1378 818 1304 1035
is_linear=0
shrinkage=0.1


Tree=5155
num_leaves=12
num_cat=0
split_feature=158 48 50 1 47 15 13 42 4 3 12
split_gain=6.76604e-05 6.4588e-05 9.0394e-05 9.10703e-05 0.000111565 5.31528e-05 5.99029e-05 8.34248e-05 6.38841e-05 5.53599e-05 3.36301e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.11198000000000001 0.08593000000000002 -0.10312999999999999 -0.032264999999999995 0.084100000000000022 0.0057500000000000008 -0.010319999999999998 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 9 10 -8
right_child=-2 -3 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00035635390034303381 -0.00048730859690848606 -0.00042625609102908316 -0.00047502602861804199 0.0009685273267864325 4.9857135887534163e-05 0.0002118525299369016 0.00053331956704000911 -0.0004735231424032024 0.00061493262284375845 -0.00026016938196066528 3.1565602279207627e-05
leaf_weight=0.0011128199505013245 0.0010334095791906103 0.0010672848837079011 0.0010318805548042891 0.0010083612399064263 0.0010247257901347675 0.0013930924157113964 0.0010383955558022429 0.0013391955752919506 0.001277703889922615 0.0010983209271509262 0.001016157736523349
leaf_count=237 488 150 638 306 79 206 236 803 156 152 459
internal_value=0 3.48862e-05 7.82849e-05 0.00013367 0.000505495 4.23236e-05 0.000104262 -0.000124075 0.000245075 9.51902e-05 0.000285158
internal_weight=0 0.0124079 0.0113407 0.0103088 0.00203309 0.00827569 0.00716287 0.00273229 0.00443058 0.00315287 0.00205455
internal_count=3910 3422 3272 2634 385 2249 2012 1009 1003 847 695
is_linear=0
shrinkage=0.00196078


Tree=5156
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 0 12 43
split_gain=2.03859e-05 5.39709e-05 3.74841e-05 3.48165e-05 5.13475e-05 6.10608e-05 2.97092e-05 2.61204e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.30307999999999996 -0.055679999999999993 -0.066689999999999985 0.088285000000000016 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -3 -1
right_child=2 6 -4 4 5 -7 -8 -9
leaf_value=-0.0036238936039668479 -0.016957178667204094 -0.026813366972706344 0.016772798956673048 0.015956905041057696 -0.02343627105808967 0.0090561639950024111 -0.0044941074745518421 0.016941099302620881
leaf_weight=0.001433811014311147 0.0010466170091566057 0.0012035275038065041 0.0016177469244801259 0.001833460885148372 0.0011055485389312968 0.001212858699161322 0.0011822269413881933 0.0010849846202670571
leaf_count=539 249 748 348 439 365 300 831 91
internal_value=0 -0.00497473 0.00347945 -0.000657383 0.00345152 -0.00643808 -0.0157534 0.00523459
internal_weight=0 0.00490455 0.00681623 0.00519849 0.00415187 0.00231841 0.00238575 0.0025188
internal_count=3910 2209 1701 1353 1104 665 1579 630
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=10
num_cat=0
split_feature=50 4 2 159 48 2 0 0 4
split_gain=1.79423e-05 3.36805e-05 3.43251e-05 4.03379e-05 3.38142e-05 5.04248e-05 3.45508e-05 9.10405e-05 3.76449e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.081445000000000017 0.091555000000000011 0.10113500000000002 -0.077944999999999987 -0.10071499999999999 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0039262540605929167 -0.012541514187062612 0.017025868331292722 -0.016897076137176687 -0.017136704267546193 0.020696204723019467 -0.018766169752124685 0.016383380801966205 -0.025758918398266259 0.021599895891781157
leaf_weight=0.0010486118594466884 0.001047418110632802 0.0011906410354785768 0.0011645277898676672 0.0010246280603852303 0.0010456450368337752 0.0010458411540816507 0.0018239162608437139 0.0010130126412791732 0.0012866260568579202
leaf_count=133 689 396 331 407 205 235 379 1028 107
internal_value=0 0.00117556 -0.000820892 0.00143786 0.00405803 0.00126009 0.00530951 -0.000722836 0.0101377
internal_weight=0 0.0106434 0.00945281 0.00828828 0.00726365 0.00621801 0.00517217 0.00334825 0.00233524
internal_count=3910 3221 2825 2494 2087 1882 1647 1268 240
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=8
num_cat=0
split_feature=133 160 474 42 0 16 12
split_gain=1.62251e-05 3.75651e-05 9.99068e-05 4.54822e-05 3.2373e-05 7.00811e-05 9.77263e-05
threshold=-0.088019999999999987 -1.0000000180025095e-35 0.080165000000000014 -1.0000000180025095e-35 -0.15713499999999997 0.022165000000000004 0.085945000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6
right_child=1 3 -4 4 5 -7 -8
leaf_value=0.01058620680527445 -0.030908636507280762 -0.015445506787393407 0.011090600734678857 -0.0059805861693978772 0.035978099393865384 -0.0052200696950859531 -0.00063809466526807248
leaf_weight=0.0012774449599918481 0.0013006876298328033 0.0012786847337577694 0.0010032528611333411 0.0018965468261146834 0.0015895385911345217 0.0019629954651998174 0.0013462100177583009
leaf_count=574 755 630 345 190 462 473 481
internal_value=0 -0.00135727 -0.01262 0.00185661 0.00511238 0.00940702 0.0191875
internal_weight=0 0.0103779 0.00230394 0.00807398 0.00679529 0.00489874 0.00293575
internal_count=3910 3336 1100 2236 1606 1416 943
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=10
num_cat=0
split_feature=158 50 156 160 133 2 0 49 2
split_gain=8.23412e-05 7.38201e-05 5.8812e-05 6.89774e-05 8.67284e-05 7.66778e-05 0.000153119 8.71286e-05 6.4596e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.083820000000000019 -0.054789999999999998 -0.0023199999999999996 0.10113500000000002 -0.077944999999999987 -0.047894999999999993 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=0.00061919652843684216 -0.00054130418185075098 -0.0004552574124311116 -0.00030507039356465494 -0.00040903848384750397 0.00043791567490631008 -0.0004850388521863075 0.00075207085082627909 -0.00022483750781963446 0.00012466469085898251
leaf_weight=0.0010106009233566112 0.0010282436901466454 0.0010751842201704746 0.0013322228068788659 0.0012121973230200369 0.0012712831158558098 0.0010624314068509119 0.0018322596208659877 0.001906084147129114 0.0017998823493636956
leaf_count=325 488 655 487 650 95 145 278 475 312
internal_value=0 3.59317e-05 8.21486e-05 0.000133251 7.91897e-05 0.000154372 0.00030065 4.03339e-05 -0.000101645
internal_weight=0 0.0125021 0.011427 0.0100947 0.00908414 0.00787194 0.00500963 0.00317737 0.00286231
internal_count=3910 3422 2767 2280 1955 1305 848 570 457
is_linear=0
shrinkage=0.00196078


Tree=5160
num_leaves=10
num_cat=0
split_feature=1 42 151 15 484 51 2 48 2
split_gain=1.50287e-05 3.41887e-05 4.38237e-05 5.52161e-05 4.46869e-05 4.54181e-05 2.9469e-05 6.14146e-05 6.56803e-05
threshold=0.12730000000000002 0.092145000000000019 0.054740000000000004 0.085285000000000014 0.084225000000000008 0.077145000000000005 0.082715000000000025 0.016865000000000002 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.019574113612997834 0.0098932168865335009 -0.015236065098285701 0.020488570543363338 -0.021913215607837933 0.020445012812179357 0.015553315727556855 0.0060882472916786601 0.018294828272510513 -0.0296399214177368
leaf_weight=0.0012254034000590687 0.0013449651035465455 0.0015120760083417147 0.0010239284381109654 0.0011339650368317276 0.0010929194407102933 0.0011986307592873292 0.0010550321168975691 0.0010592788142091106 0.0010043480086852341
leaf_count=304 345 721 152 765 293 254 554 258 264
internal_value=0 -0.00134616 0.00104226 -0.00152051 0.00196441 -0.00167963 -0.00643461 -0.00127176 -0.0113362
internal_weight=0 0.0103056 0.00879351 0.00776958 0.00663561 0.00554269 0.00434406 0.00311866 0.00205938
internal_count=3910 3565 2844 2692 1927 1634 1380 1076 818
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=11
num_cat=0
split_feature=484 474 0 51 4 1 47 133 150 15
split_gain=0.000111752 5.31032e-05 6.4793e-05 0.000137187 9.38253e-05 5.81679e-05 5.72283e-05 5.58587e-05 7.85359e-05 6.47741e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.017269999999999997 -0.031524999999999991 -0.49837999999999999 0.11561500000000001 0.09252500000000001 -0.0023199999999999996 0.090965000000000004 -0.021529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -5 9 -9
right_child=1 -3 4 5 -6 -7 -8 8 -10 -11
leaf_value=-0.00064467782960090877 -0.00068125775649569172 0.00045265977863242888 -0.00018221469722886225 -0.00038667735669342565 0.0005909553227506411 0.00038379787654877916 -0.00047883863863118644 0.00052254161226474624 -0.00033089108081132387 -7.0573552153653705e-06
leaf_weight=0.0010147118223919867 0.0012651892924113667 0.0010547647807936872 0.0010208004861317094 0.0010800667162930875 0.0014758848612312946 0.0013536376507340053 0.0010645103828192401 0.001744913439451593 0.0011794651099139596 0.0018078226379605925
leaf_count=612 345 318 124 766 223 269 156 311 112 674
internal_value=0 3.08591e-05 -6.23973e-06 -8.0143e-05 0.000274835 1.22611e-05 -6.08729e-05 1.56771e-05 0.00010751 0.000253053
internal_weight=0 0.0130471 0.0119923 0.00949561 0.00249669 0.00823042 0.00687678 0.00581227 0.0047322 0.00355274
internal_count=3910 3298 2980 2633 347 2288 2019 1863 1097 985
is_linear=0
shrinkage=0.00196078


Tree=5162
num_leaves=10
num_cat=0
split_feature=484 48 12 1 1 1 16 12 133
split_gain=0.000123893 6.44298e-05 9.00833e-05 9.85119e-05 0.000114833 7.66012e-05 6.80369e-05 7.62299e-05 6.17478e-05
threshold=-0.0043499999999999988 0.11930500000000001 -0.036459999999999992 0.11198000000000001 0.092550000000000007 0.085990000000000011 -0.014099999999999998 0.086935000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -8
right_child=1 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-0.00065584817227710632 -0.00043542585781624601 -0.0004271495265196639 0.00018332650969593854 0.00053681895657850965 -0.0003776009986847308 0.00052629462993492178 0.00054128353202334079 -0.0004969951205821742 -6.3481495090852847e-05
leaf_weight=0.0010468868708650636 0.0011507928268932191 0.0010214299808814836 0.0011901778057903565 0.001980155477924469 0.0018754167722004915 0.001733073236111899 0.0014539838550305484 0.0013531570009476931 0.0011725479690734468
leaf_count=612 442 137 383 269 425 347 220 745 330
internal_value=0 4.5458e-05 8.59923e-05 0.000141766 5.26533e-05 0.000169546 4.99551e-05 -0.000178632 0.000271302
internal_weight=0 0.0129307 0.0119093 0.0107585 0.00877836 0.00690294 0.00516987 0.00254333 0.00262653
internal_count=3910 3298 3161 2719 2450 2025 1678 1128 550
is_linear=0
shrinkage=0.00196078


Tree=5163
num_leaves=10
num_cat=0
split_feature=133 160 474 42 4 2 2 43 15
split_gain=1.52506e-05 3.44775e-05 8.26499e-05 3.59935e-05 3.41838e-05 6.35217e-05 4.51096e-05 6.31476e-05 6.20939e-05
threshold=-0.088019999999999987 -1.0000000180025095e-35 0.080165000000000014 -1.0000000180025095e-35 0.074650000000000008 0.10393500000000001 0.10648500000000001 -0.07526999999999999 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 -5 -9
right_child=1 3 -4 4 5 -7 -8 8 -10
leaf_value=0.010213103593023871 -0.028813892190120056 -0.013607457254467395 0.0093589132202409348 0.012993548845400269 0.033410987544627763 -0.001951211419970551 0.015959406621663359 0.00096481984562683538 -0.031782006200383996
leaf_weight=0.0012854201322138664 0.0012972242139968515 0.0012860342269893545 0.0010078832056767757 0.0011743670641931685 0.0010027848241463688 0.0010294725332990811 0.0012947021543108605 0.0011535405706400057 0.0011626642236116627
leaf_count=574 755 630 345 396 160 210 274 60 506
internal_value=0 -0.00133223 -0.0121232 0.00173734 0.00463193 0.0154977 1.73514e-05 -0.00589578 -0.0154731
internal_weight=0 0.0104087 0.00230511 0.00810357 0.00681753 0.00203226 0.00478527 0.00349057 0.0023162
internal_count=3910 3336 1100 2236 1606 370 1236 962 566
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=10
num_cat=0
split_feature=11 13 39 0 151 49 16 16 0
split_gain=1.61399e-05 2.85553e-05 8.63126e-05 4.96733e-05 3.91609e-05 4.97317e-05 7.04071e-05 5.97467e-05 3.2358e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.044604999999999992 -0.052649999999999995 -0.089559999999999987 -0.008069999999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 -7 -8 -1
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.00024756081962937665 -0.011528200981406684 -0.018445036482079961 0.024474107555766733 -0.023074651792182415 -0.017531799755481414 0.025595437062611394 -0.016331101876642384 0.015101026802710211 0.024243241417090462
leaf_weight=0.0011350704144386667 0.0011099199274256987 0.0011185162271124417 0.0011102914822751784 0.0013121412911398936 0.0010011510095384582 0.0013775579702331973 0.0013885141185638714 0.0010713328797864953 0.0010281373220100976
leaf_count=300 279 381 387 329 132 453 1023 520 106
internal_value=0 0.00114951 -0.00149477 -0.00546122 -0.00158158 0.0023167 0.00749503 -0.00264152 0.0113925
internal_weight=0 0.0105427 0.0083795 0.00726921 0.00595707 0.00483856 0.0038374 0.00245985 0.00216321
internal_count=3910 3631 3225 2838 2509 2128 1996 1543 406
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=9
num_cat=0
split_feature=47 2 12 12 15 42 15 49
split_gain=1.72979e-05 3.68004e-05 3.51904e-05 2.89656e-05 7.09011e-05 5.97742e-05 4.83268e-05 4.76858e-05
threshold=0.087850000000000025 0.11462500000000002 1.0000000180025095e-35 0.088285000000000016 0.035895000000000003 0.084685000000000024 -0.0071449999999999994 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 7 -1
right_child=2 -3 -4 5 -6 -7 -8 -9
leaf_value=0.0067028723011704292 0.0020379508770200479 0.017299279912876244 -0.021704917651116557 -0.0051085930619845015 -0.027954947172775663 0.022694226555620381 0.016774495890703223 -0.023355158970808674
leaf_weight=0.0010844390716304288 0.001606370525996804 0.0013433866787152179 0.0010210300853417931 0.0018252744299891322 0.001094027520165968 0.0013416836478088617 0.0012671219344862123 0.0010282506905558732
leaf_count=239 165 497 323 676 621 636 221 532
internal_value=0 0.00203572 -0.00718873 -0.000647886 -0.00582816 0.00667009 0.00133417 -0.00792644
internal_weight=0 0.00898418 0.0026274 0.0076408 0.00447384 0.00316696 0.00337981 0.00211269
internal_count=3910 3422 488 2925 1613 1312 992 771
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=8
num_cat=0
split_feature=3 1 15 13 2 16 0
split_gain=1.55403e-05 2.6291e-05 6.44832e-05 3.94372e-05 3.29028e-05 3.65431e-05 6.97069e-05
threshold=-0.15464999999999998 0.085990000000000011 -1.0000000180025095e-35 -0.028919999999999998 0.11462500000000002 -0.09601999999999998 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.011772767113056115 -0.028736641042178348 0.012044888071308166 -0.011233124113119431 0.011025344358356066 0.015639637232229189 -0.02420367697714837 0.0051566004768898383
leaf_weight=0.0010148067869619306 0.0010525817902459307 0.0014546502160146186 0.0016038658804110074 0.0015803245269910803 0.0015352657336826598 0.0013758575653740504 0.0019614617608349721
leaf_count=259 1019 259 573 539 369 153 739
internal_value=0 -0.00118276 -0.00727924 -0.000186171 0.00289949 -0.00118224 -0.00694759
internal_weight=0 0.010564 0.00423677 0.00318419 0.00632724 0.00479197 0.00333732
internal_count=3910 3651 2131 1112 1520 1151 892
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=10
num_cat=0
split_feature=158 48 50 4 12 3 2 4 52
split_gain=5.84721e-05 8.05071e-05 0.000117823 9.57605e-05 6.29486e-05 0.000139741 0.000110289 7.58363e-05 6.90104e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -0.023959999999999995 0.10420500000000001 0.095195000000000016 0.0057500000000000008 0.0033900000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00038091600170806698 -0.00046033464470783558 -0.0004848741147383088 -0.0005595328777031059 0.00071135131557162952 -0.00028453663593378225 0.00065140685960635061 -0.00044700967511853936 0.00045315395362156998 0.00029381480024157596
leaf_weight=0.0010262002427656016 0.0010162993658401299 0.0010726346015647792 0.0010184719447012902 0.0010151548485079391 0.0018502948705131526 0.0016167320028968243 0.0015628117408558817 0.0019459338284772698 0.0013884279823981761
leaf_count=210 488 150 638 297 646 114 511 168 688
internal_value=0 2.8736e-05 7.69603e-05 0.000139259 7.74124e-05 0.000133645 9.58577e-06 0.000147217 -3.65996e-05
internal_weight=0 0.0124967 0.011424 0.0104056 0.0093904 0.0083642 0.00674747 0.00518466 0.00323872
internal_count=3910 3422 3272 2634 2337 2127 2013 1502 1334
is_linear=0
shrinkage=0.00196078


Tree=5168
num_leaves=11
num_cat=0
split_feature=48 48 51 0 2 15 3 3 52 12
split_gain=5.17531e-05 6.98081e-05 6.2052e-05 8.34202e-05 5.72676e-05 5.82988e-05 0.0001003 6.55536e-05 5.72782e-05 7.01226e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -0.017214999999999998 -0.074234999999999982 0.10420500000000001 -1.0000000180025095e-35 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -7 -10
right_child=-2 -3 -4 4 5 7 -8 -9 9 -11
leaf_value=0.00047542346277037025 -0.00041617256037479651 0.00052722073941802313 -0.00045541674574643194 0.0004007693047260469 5.7272503109170647e-05 -0.00049414287535115824 -0.00075595020459117627 0.00046238830188066835 0.00041173176185896966 -0.00019021630234562412
leaf_weight=0.0014228302556472819 0.0010790155091379506 0.0010035143776783483 0.0010973600193988483 0.0010110765638750669 0.0011536984141702045 0.0010190364564051863 0.0011789780211607557 0.0010297153466087196 0.0012072100526182772 0.0019393082708132232
leaf_count=152 161 239 357 244 614 470 382 67 355 869
internal_value=0 3.20439e-05 -1.28885e-05 3.58587e-05 -3.73846e-05 -9.62329e-05 -0.000353745 1.93902e-05 -9.01179e-05 4.07303e-05
internal_weight=0 0.0120627 0.0110592 0.00996185 0.00853902 0.00752795 0.00233268 0.00519527 0.00416555 0.00314652
internal_count=3910 3749 3510 3153 3001 2757 996 1761 1694 1224
is_linear=0
shrinkage=0.00196078


Tree=5169
num_leaves=11
num_cat=0
split_feature=158 48 50 3 160 12 15 3 3 1
split_gain=4.99254e-05 6.0117e-05 0.00010522 8.15118e-05 7.98541e-05 6.56135e-05 0.000115357 8.38175e-05 6.68219e-05 5.80264e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 -0.10628499999999998 0.088785000000000017 0.086935000000000012 -0.017214999999999998 -0.075954999999999981 0.088060000000000013 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 8 -7 -5 -1
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11
leaf_value=0.00012925512978851717 -0.00042279867986681649 -0.00041845471134490465 -0.0005335957024756331 0.00017248121765331314 0.00051632813991255564 -0.00066466743651860043 0.00047930957767396793 4.169558320323485e-05 -0.00045715683254021229 0.00077345913852552037
leaf_weight=0.0010234826855113621 0.0010237017461275063 0.0010620748688813077 0.0010136657632609765 0.0012234203600473492 0.0011582081457169194 0.0012079180517772193 0.0018515003973596164 0.0013880152780619583 0.001377878583673407 0.0011323085961889622
leaf_count=121 488 150 638 377 182 729 504 327 164 230
internal_value=0 2.76839e-05 6.93344e-05 0.000128312 3.91837e-05 -3.9218e-05 0.000105226 -0.000286983 -0.000161031 0.000467617
internal_weight=0 0.0124385 0.0113764 0.0103627 0.00820694 0.00704873 0.0044528 0.00259593 0.0026013 0.00215579
internal_count=3910 3422 3272 2634 2283 2101 1045 1056 541 351
is_linear=0
shrinkage=0.00196078


Tree=5170
num_leaves=9
num_cat=0
split_feature=47 4 4 1 42 133 0 48
split_gain=1.82412e-05 4.21943e-05 6.35448e-05 3.90809e-05 2.89415e-05 3.60022e-05 4.9111e-05 7.57066e-05
threshold=0.11926500000000002 0.24280000000000004 0.055260000000000011 0.10420500000000001 0.088915000000000008 0.065880000000000008 -0.083424999999999985 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.017681681795134751 -0.012930056304215235 0.014378769420039446 -0.023933669199755311 0.018414504040529748 -0.017016014830149521 0.015308188604099188 -0.019026273197207816 -0.017176396325026259
leaf_weight=0.0016413864920220476 0.0010061207661409164 0.0019673270521189294 0.0011321102508910679 0.0011535206551490512 0.0010211323866035123 0.0013746745486491402 0.0013436667058595898 0.0010042669547982983
leaf_count=523 145 515 293 322 721 633 603 155
internal_value=0 0.00115713 -0.00184275 0.00147473 -0.00158556 0.0013519 -0.00345728 0.00444986
internal_weight=0 0.0106381 0.00867076 0.00753865 0.00638513 0.00536399 0.00398932 0.00264565
internal_count=3910 3765 3250 2957 2635 1914 1281 678
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=12
num_cat=0
split_feature=158 48 50 1 47 15 3 2 4 0 3
split_gain=6.0228e-05 7.52347e-05 8.1425e-05 7.99082e-05 0.000185882 9.8291e-05 6.18794e-05 0.000101088 0.000118959 0.000108079 6.74185e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.11198000000000001 0.084155000000000021 -0.10312999999999999 0.10420500000000001 0.095195000000000016 0.0057500000000000008 -0.077944999999999987 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 9 10 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00050586466431659747 -0.0004590039962429701 -0.00045964391300673264 -0.00044681386994881454 0.0010755403755288891 -7.8148361306413442e-05 0.00011826890570084722 0.0005410174097380617 -0.00035756047225507574 0.00072043059542984767 0.00052044065815816192 -0.00057101964983866018
leaf_weight=0.0010964182560157945 0.0010478975509083379 0.0011020141048729533 0.0010412994625106529 0.0010142389037135155 0.0011409438001855896 0.0010378499827233393 0.0011509659893769175 0.0017231412974861617 0.0012306207406555039 0.001053186666449801 0.0011501212118777888
leaf_count=237 488 150 638 302 83 771 87 541 122 242 249
internal_value=0 3.00231e-05 7.63871e-05 0.000127796 0.000464783 4.17691e-05 0.000123507 4.59367e-05 0.000201419 4.35793e-06 -0.00024406
internal_weight=0 0.0127408 0.0116388 0.0105975 0.00215518 0.0084423 0.00734589 0.00619492 0.00447178 0.00324116 0.00218797
internal_count=3910 3422 3272 2634 385 2249 2012 1925 1384 1262 1020
is_linear=0
shrinkage=0.00196078


Tree=5172
num_leaves=10
num_cat=0
split_feature=11 0 47 13 49 3 52 51 1
split_gain=1.75653e-05 2.77631e-05 5.35724e-05 4.12063e-05 4.64892e-05 3.96411e-05 3.68598e-05 2.48052e-05 1.35737e-05
threshold=0.077330000000000024 -0.017269999999999997 0.087850000000000025 -0.09547499999999999 -0.07107999999999999 -0.078669999999999976 0.031990000000000011 0.083165000000000017 0.11593500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3 -7 -4
right_child=-2 6 8 4 5 7 -8 -9 -10
leaf_value=0.020836101746643874 -0.012014616654327452 0.025257287656356639 -0.007513770101071968 -0.018093189181322716 -0.010983148538135775 0.018691532264747065 -0.0015119211299731141 -0.00020705728274898858 -0.023316998065393207
leaf_weight=0.0011108437007363364 0.0011117636568985624 0.0010096640695374613 0.0011771284528576918 0.0011530173269524808 0.0011530239241771146 0.0016988802037341409 0.0010485826035530497 0.0011747779791699618 0.0010097166450537681
leaf_count=307 279 228 292 238 1434 771 97 126 138
internal_value=0 0.00120157 -0.00132786 0.00335925 -0.000388858 0.00468068 0.0116196 0.0109656 -0.0148105
internal_weight=0 0.0105356 0.00847739 0.00629054 0.0051797 0.00402668 0.00205825 0.00287366 0.00218685
internal_count=3910 3631 3306 2876 2569 2331 325 897 430
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=10
num_cat=0
split_feature=158 48 50 42 3 3 2 15 43
split_gain=7.83863e-05 6.66626e-05 9.21475e-05 7.79645e-05 0.000107006 8.56237e-05 7.84674e-05 6.02864e-05 5.68612e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 -1.0000000180025095e-35 -0.11266 0.094625000000000015 0.092865000000000017 -0.092459999999999987 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -7 -6
right_child=-2 -3 -4 4 5 7 -8 -9 -10
leaf_value=-0.00023754282415153051 -0.00053084581368801394 -0.00043566398898133344 -0.00047899203488085506 0.00064737233950156587 0.00044106743716991925 3.6008006044540314e-05 -0.00053436521015756352 0.00062140765084902272 -0.00012182651804132579
leaf_weight=0.0017848892277383026 0.0010168159126642774 0.0010565567277740382 0.0010333480999213185 0.0017372562708599755 0.0010891619752347404 0.0011905091523901159 0.0010718563450134696 0.0015660783255244041 0.0018824317730461446
leaf_count=760 488 150 638 250 440 97 401 194 492
internal_value=0 3.54281e-05 7.92601e-05 0.000135146 0.000213064 0.000102109 -7.95605e-05 0.000368586 8.44879e-05
internal_weight=0 0.0124121 0.0113555 0.0103222 0.00853729 0.00680004 0.00404345 0.00275659 0.00297159
internal_count=3910 3422 3272 2634 1874 1624 1333 291 932
is_linear=0
shrinkage=0.00196078


Tree=5174
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 3 16 52 0
split_gain=9.72653e-05 6.83405e-05 7.23475e-05 8.22272e-05 0.000116123 0.000101812 8.27151e-05 7.00007e-05 9.07628e-05 0.000194963
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.19424999999999998 -0.074484999999999982 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00059165975145902187 -0.0003718727622049074 -0.00044149431020130286 0.00051003625992820923 0.00059373059325055111 -0.00060260173450547665 0.00051505799750014105 -0.00045643203927948493 -0.00032076842331191555 0.00092628161242320334 -0.00021542459211494191
leaf_weight=0.0010084849685233965 0.0011979851591209277 0.0010352179404915706 0.0018395774378621547 0.0013225394174301427 0.0010616729139013405 0.001207190313487024 0.0012597672377815654 0.0013703999128799964 0.0010759965184979413 0.0012351515606200325
leaf_count=612 351 481 281 474 706 395 200 198 78 134
internal_value=0 4.11697e-05 8.43547e-05 0.000137048 7.03083e-05 -4.18822e-05 5.49382e-05 -5.74716e-05 7.90463e-05 0.000316117
internal_weight=0 0.0126055 0.0115703 0.0103723 0.00904976 0.00721018 0.00614851 0.00494132 0.00368155 0.00231115
internal_count=3910 3298 2817 2466 1992 1711 1005 610 410 212
is_linear=0
shrinkage=0.00196078


Tree=5175
num_leaves=9
num_cat=0
split_feature=49 15 42 151 2 3 16 4
split_gain=1.77937e-05 6.03397e-05 5.40123e-05 4.75032e-05 5.24255e-05 9.17483e-05 6.85161e-05 3.22807e-05
threshold=-0.047894999999999993 -0.033649999999999992 -0.082904999999999993 -0.03268999999999999 0.086545000000000025 -0.075954999999999981 -0.090809999999999988 -0.39075499999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -6 -8
right_child=2 -3 3 4 6 -7 7 -9
leaf_value=0.021992848531053124 0.016063604016207531 -0.0092464533574347779 -0.024535564465962098 -0.036813092464655403 0.022353264449794547 0.0025252916211893611 0.0073323884509304271 -0.014136426280993653
leaf_weight=0.0013276172641481635 0.0013907247307533418 0.0011572693263763767 0.0011052025748223204 0.0010156269076148125 0.0014323474160342297 0.0014243487809805163 0.0012721160680969014 0.0015582948701540762
leaf_count=283 530 222 354 767 400 344 184 826
internal_value=0 0.00744398 -0.00209287 -0.00532685 -0.00215955 -0.0138491 0.00453147 -0.00448736
internal_weight=0 0.00248489 0.00919866 0.00780794 0.00670273 0.00243998 0.00426276 0.00283041
internal_count=3910 505 3405 2875 2521 1111 1410 1010
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=9
num_cat=0
split_feature=3 4 1 15 48 47 2 15
split_gain=1.48608e-05 2.3734e-05 4.99586e-05 0.000128928 3.38214e-05 6.50715e-05 6.32888e-05 2.15261e-05
threshold=-0.15464999999999998 -0.41745999999999994 0.077800000000000022 0.083935000000000023 0.087945000000000009 0.09252500000000001 0.086650000000000019 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -6
right_child=1 2 4 -5 7 -7 -8 -9
leaf_value=0.011427449143803923 0.013121867762337432 -0.033842027111317098 0.0013483746360037096 0.0081283150470621551 -0.019044934680011172 -0.011229433550620381 0.029415005697577063 0.0016286575836861287
leaf_weight=0.0010268636298964512 0.0010472165946636006 0.0015181574678998714 0.0017022900983721132 0.001413260061760841 0.0010110576968959425 0.0013992277467773807 0.0015215483469265864 0.0010035872915263627
leaf_count=259 146 1081 705 861 152 183 359 164
internal_value=0 -0.00117089 -0.00273504 -0.0136078 0.00206669 0.00677887 0.0145949 -0.00874647
internal_weight=0 0.0106163 0.00956913 0.00293142 0.00663771 0.00462307 0.00322384 0.00201464
internal_count=3910 3651 3505 1942 1563 1247 1064 316
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=12
num_cat=0
split_feature=484 474 484 12 1 13 12 1 1 16 2
split_gain=0.000135979 5.82005e-05 6.16304e-05 6.16147e-05 9.08901e-05 9.38799e-05 0.00010977 7.11868e-05 8.01936e-05 6.62079e-05 3.67101e-05
threshold=-0.0043499999999999988 0.084655000000000022 1.0000000180025095e-35 -0.036459999999999992 0.12485500000000001 -0.070604999999999987 0.088590000000000016 0.092550000000000007 0.077800000000000022 -0.014099999999999998 0.099675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7 -8 -9
right_child=1 -3 -4 4 -6 7 9 10 -10 -11 -12
leaf_value=-0.00069690895813525157 -0.0003801736197837704 0.00050352798695198046 -0.00043822400138006162 0.0007923828196746617 0.00064656773258391217 -0.00021593352956325519 -0.00030782424943484837 -0.00067945818167736312 0.00041537791731760391 0.00038976191451154242 -0.00014877090159598458
leaf_weight=0.0010118386118559567 0.0011118992860443778 0.001002151587262517 0.0010662147676459227 0.0011349078834837823 0.0010678053463336742 0.0017774899515438343 0.0010641378447020641 0.0010015952645757969 0.0013697144301496253 0.001028806998805146 0.0010030050955941443
leaf_count=612 385 318 419 342 121 797 252 166 213 97 188
internal_value=0 5.01387e-05 1.10555e-05 5.64207e-05 0.000107805 3.91512e-05 0.000301347 -0.000125127 5.88235e-05 3.50809e-05 -0.000413928
internal_weight=0 0.0126277 0.0116256 0.0105594 0.00944746 0.00837966 0.00322785 0.0051518 0.0031472 0.00209294 0.0020046
internal_count=3910 3298 2980 2561 2176 2055 691 1364 1010 349 354
is_linear=0
shrinkage=0.00196078


Tree=5178
num_leaves=10
num_cat=0
split_feature=50 160 2 133 49 457 133 52 4
split_gain=1.60674e-05 3.7665e-05 4.47055e-05 4.7941e-05 4.85511e-05 0.000108059 4.71162e-05 6.25711e-05 8.67886e-05
threshold=0.088425000000000017 -0.085744999999999988 0.11934000000000002 -0.0056849999999999991 -0.0019649999999999997 0.088175000000000017 0.090085000000000012 0.024145000000000003 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -6
right_child=-2 2 -4 4 6 -7 -8 -9 -10
leaf_value=0.019331946129101094 -0.011936522495779424 -0.017333545355907538 -0.020595197239577145 -0.026798154105139329 -0.0067636504627220304 0.016726099430056124 -0.0085689035604462806 0.035608147382516421 0.028369883162836958
leaf_weight=0.001024060632364117 0.0010373524306202678 0.0011652689796427364 0.0010236427114575812 0.0012879895811845155 0.0017460511427844162 0.0010238882266684084 0.0010803595076159826 0.0010740894000647889 0.0011770988184573296
leaf_count=485 689 715 346 306 537 105 426 199 102
internal_value=0 0.00110351 -0.000845355 0.00151787 0.00449061 -0.00752206 0.00996008 0.014968 0.00738398
internal_weight=0 0.0106024 0.00957839 0.00855475 0.00738948 0.00231188 0.0050776 0.00399724 0.00292315
internal_count=3910 3221 2736 2390 1675 411 1264 838 639
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=11
num_cat=0
split_feature=158 50 47 47 1 15 4 0 4 3
split_gain=5.68939e-05 5.26199e-05 6.16178e-05 6.04194e-05 4.68515e-05 5.0292e-05 9.20012e-05 0.000104382 5.2721e-05 5.96586e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.117025 0.09550500000000002 0.11287500000000002 -0.095799999999999982 0.0057500000000000008 -0.083564999999999987 -0.48072499999999996 -0.088024999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -10
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.00029817126822744353 -0.00044677122370620427 -0.00038054727485086073 -0.00038443193854994807 0.00055889890358631661 0.00042564686672503653 -0.00046793480358813043 0.00048516066788414664 -0.00021372723425772195 0.00064258193278993181 -1.3164616150961058e-06
leaf_weight=0.0015919101633995259 0.0010201637582095907 0.0010715813748794116 0.0010260180314505271 0.0010771464099936174 0.0012247682653493746 0.0015414069649140444 0.0016832863407091388 0.0010344274807583273 0.0011129083450989253 0.0011000471488452723
leaf_count=231 488 655 112 159 342 655 290 160 268 550
internal_value=0 3.48569e-05 7.39319e-05 0.000119301 6.8324e-05 1.40533e-05 9.08499e-05 -4.77525e-05 0.000151692 0.000322504
internal_weight=0 0.0124635 0.0113919 0.0103659 0.00928875 0.00806399 0.00647208 0.00478879 0.00324738 0.00221296
internal_count=3910 3422 2767 2655 2496 2154 1923 1633 978 818
is_linear=0
shrinkage=0.00196078


Tree=5180
num_leaves=10
num_cat=0
split_feature=484 3 15 15 3 16 4 3 0
split_gain=5.93549e-05 4.47525e-05 4.61812e-05 3.96867e-05 0.000121679 8.84086e-05 4.36602e-05 7.92719e-05 6.22511e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -1.0000000180025095e-35 0.088190000000000004 -0.078669999999999976 -0.19424999999999998 -1.0000000180025095e-35 0.092005000000000017 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7 -8
right_child=1 3 -4 -5 5 6 8 -9 -10
leaf_value=-0.0004469745411853558 0.00058350787967167386 -0.00065762658983350628 4.5469781223658905e-05 0.00024082483982666722 -0.00041750390776178415 0.00068164940734668697 0.00018371487081929292 -2.1133364828688848e-05 -0.00040377380415613471
leaf_weight=0.0010873699199322765 0.0010275719298658804 0.0012190372882184648 0.0015214682993956528 0.0017265933738180002 0.0014418964274229744 0.0012034633979446925 0.0018975788189408216 0.0012664336534687973 0.0010927746202506999
leaf_count=627 180 960 270 730 322 273 118 130 300
internal_value=0 3.08039e-05 0.000262364 -2.91341e-05 -8.65284e-05 1.43373e-05 0.000128374 0.000321299 -3.0973e-05
internal_weight=0 0.0123968 0.00254904 0.00984778 0.00812118 0.00690215 0.00546025 0.0024699 0.00299035
internal_count=3910 3283 450 2833 2103 1143 821 403 418
is_linear=0
shrinkage=0.00196078


Tree=5181
num_leaves=10
num_cat=0
split_feature=484 52 150 52 3 12 43 2 52
split_gain=0.000140538 6.3724e-05 4.30259e-05 6.43717e-05 4.2761e-05 7.5147e-05 9.07242e-05 8.23451e-05 2.89737e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 -0.092084999999999986 0.090325000000000003 0.091555000000000011 -0.0037249999999999996 0.085155000000000022 0.06136500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -8 -6
right_child=1 4 -4 -5 8 -7 7 -9 -10
leaf_value=-0.00071712996953382968 0.00015199657844415537 -0.00015319623268158835 -5.1014589969644064e-05 0.00074961007270228587 -0.00052032249765111686 -0.00030671922475854446 4.6427279248457638e-05 0.00076158190847894311 -8.2985195245285264e-05
leaf_weight=0.0010026455799828594 0.0019058537067383786 0.0018861968399599511 0.0013624039547284459 0.0010888898722884476 0.0010525085018788993 0.0017842239138333039 0.0011932623770608485 0.0012862656808086731 0.0013039799123393259
leaf_count=612 608 899 151 234 149 740 202 220 95
internal_value=0 4.50381e-05 0.000237867 0.000369289 -5.37325e-05 3.23226e-05 0.000170885 0.000417417 -0.000278319
internal_weight=0 0.0128636 0.00435715 0.00299474 0.00850644 0.00614995 0.00436572 0.00247953 0.00235649
internal_count=3910 3298 993 842 2305 2061 1321 422 244
is_linear=0
shrinkage=0.00196078


Tree=5182
num_leaves=8
num_cat=0
split_feature=49 151 42 403 1 3 4
split_gain=1.85998e-05 5.45923e-05 4.4957e-05 7.56221e-05 3.25399e-05 5.72984e-05 0.00010738
threshold=-0.047894999999999993 -0.0074049999999999993 0.091955000000000023 0.03138500000000001 0.11368000000000002 -0.078669999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7
right_child=2 -3 -4 -5 -6 6 -8
leaf_value=0.023758706274141721 -0.022682549409733369 -0.0059467478584886531 -0.01809111071543193 0.025285095990457036 0.010124254621411824 0.018064446874399068 -0.016534272360335729
leaf_weight=0.0011369479668680846 0.001580202490435046 0.0013571765299577817 0.0014825058603066543 0.0010935360881250298 0.0014528208423456694 0.0017340874084596195 0.0018582886740871368
leaf_count=278 1442 227 764 331 270 333 265
internal_value=0 0.0075945 -0.00214145 0.000921856 -0.00309935 -0.00681346 0.000166987
internal_weight=0 0.00249412 0.00920144 0.00771894 0.0066254 0.00517258 0.00359238
internal_count=3910 505 3405 2641 2310 2040 598
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=11
num_cat=0
split_feature=484 4 0 12 1 15 15 49 42 15
split_gain=6.47188e-05 6.02203e-05 0.000103089 7.09352e-05 6.38155e-05 4.36752e-05 8.17538e-05 7.67073e-05 6.8213e-05 6.05567e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.036459999999999992 0.12864500000000004 -0.11739999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.08401500000000002 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 -8 -9
right_child=1 2 -4 4 -6 6 8 9 -10 -11
leaf_value=-0.00047320499103608568 -0.00041986198757675578 -0.00048463973808994445 0.00060457571567700593 -0.0003176379078105687 0.00050987294428633128 -3.9293916524145476e-05 -0.00046516566339434144 0.00018185805331243372 0.00017248941984960496 0.00084755037525336904
leaf_weight=0.0010650692285733105 0.0010461475198099779 0.0010175149292990472 0.001243520900657726 0.0013701942369475544 0.0010751031852737633 0.0019384341013706286 0.0015546850678955248 0.0010948394475947408 0.0011023092650501698 0.0010100994362668067
leaf_count=627 151 390 222 234 122 316 663 337 580 268
internal_value=0 3.03846e-05 7.16782e-05 6.4753e-06 6.11151e-05 1.3347e-06 6.65631e-05 0.000242136 -0.000200621 0.000501305
internal_weight=0 0.0124528 0.0114067 0.0101632 0.00914566 0.00807056 0.00670037 0.00404337 0.00265699 0.00210494
internal_count=3910 3283 3132 2910 2520 2398 2164 921 1243 605
is_linear=0
shrinkage=0.00196078


Tree=5184
num_leaves=9
num_cat=0
split_feature=49 42 0 51 484 4 52 3
split_gain=1.59628e-05 3.37456e-05 5.58647e-05 5.42717e-05 5.99108e-05 4.25455e-05 7.50324e-05 4.7214e-05
threshold=-0.081629999999999994 0.084100000000000022 -0.084304999999999977 0.08955500000000001 0.042570000000000004 1.0000000180025095e-35 0.071660000000000015 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=0.0094547838370300022 -0.029104647602575296 -0.028824116724977117 0.00033576506259622391 -0.017177008833213044 0.027794132809561042 0.021447033270899769 0.0066401288475928244 -0.0052534715935667262
leaf_weight=0.0015307686849527673 0.0010049354177458282 0.0010691002080213791 0.0017044456228245334 0.0012265452257055626 0.0010356534265070086 0.001549707763052707 0.0014129048843836999 0.0011564874052940469
leaf_count=305 549 713 923 240 232 342 449 157
internal_value=0 -0.00149927 -0.0109043 0.00203234 0.00585739 0.00142361 -0.0082166 0.0100366
internal_weight=0 0.0101598 0.00277355 0.00738623 0.00615969 0.00512404 0.00241784 0.0027062
internal_count=3910 3605 1636 1969 1729 1497 998 499
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=12
num_cat=0
split_feature=484 474 160 133 43 51 3 150 16 43 2
split_gain=7.2157e-05 5.39996e-05 0.000107543 0.000172142 8.37601e-05 8.32224e-05 5.60448e-05 7.51609e-05 8.79995e-05 0.000136442 0.000146415
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090054999999999982 0.0016850000000000001 0.090935000000000016 0.11265500000000002 0.087235000000000021 0.20277000000000003 -0.093039999999999984 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0005104077705684059 -0.00052859593017966114 0.00045197357570943405 -0.00067920791749244988 -0.00049513153286489294 0.00053324906034178307 0.00055816368229425427 -0.00044827953991437807 -0.00039940848814256274 0.00062152214436965913 -0.00028636422139289696 0.00069036233480289106
leaf_weight=0.0010287663099019266 0.0013585963045267832 0.0010653820085889222 0.0011019264018852807 0.0013363666862486506 0.0017045237475194807 0.0010980001127596168 0.0010156163365733469 0.0011629418825036082 0.001181192660197017 0.0010089298495047517 0.0014212945741829612
leaf_count=612 556 318 420 287 257 177 140 126 246 284 487
internal_value=0 2.83703e-05 -8.05593e-06 5.60558e-05 0.000137657 5.56691e-05 -2.17534e-05 4.91362e-05 0.000154564 8.12659e-06 0.000284865
internal_weight=0 0.0134548 0.0123894 0.0110308 0.00992887 0.00822434 0.00712634 0.00611073 0.00494778 0.00376659 0.00243022
internal_count=3910 3298 2980 2424 2004 1747 1570 1430 1304 1058 771
is_linear=0
shrinkage=0.00196078


Tree=5186
num_leaves=7
num_cat=0
split_feature=157 2 12 52 12 3
split_gain=1.61954e-05 3.1858e-05 4.331e-05 3.88211e-05 4.92907e-05 9.08654e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.086865000000000012 -0.068164999999999989 0.091555000000000011 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.010048200381511642 -0.016080205501610528 0.018368080297569998 0.0059252063712125422 0.021314952031669041 -0.014740093990593804 -0.01118030329943649
leaf_weight=0.0014276382386677862 0.0019990126142786667 0.0017187429463033956 0.0016185730443679155 0.0019944437543495909 0.001428631328294642 0.0015135436675424085
leaf_count=703 705 493 708 568 531 202
internal_value=0 0.00131873 -0.00623459 0.00542442 0.000917923 0.00729467
internal_weight=0 0.0102729 0.00361759 0.00665536 0.00493662 0.00350799
internal_count=3910 3207 1413 1794 1301 770
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=10
num_cat=0
split_feature=484 133 42 160 133 3 48 0 0
split_gain=5.06463e-05 4.34481e-05 8.93032e-05 9.73994e-05 8.43084e-05 0.000124002 7.07121e-05 5.4705e-05 5.66449e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.083815000000000014 -0.11266 0.095825000000000007 -0.082074999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00042736809594060362 -0.00044776350134545018 -0.00036210741028637608 -0.000311066536709431 0.00066227678368492614 0.00069402344398690756 -0.00019517965157366893 0.00042113596700900217 -0.00046224925898364592 0.00032386728760831513
leaf_weight=0.0010257122344672744 0.0011830098404014633 0.0010149427633592807 0.0016638644458501712 0.0013548351499470387 0.0011804869759238631 0.0019362318971946212 0.0012264921153425368 0.0012317075909551115 0.0013877369338203163
leaf_count=627 348 480 566 224 304 243 164 489 465
internal_value=0 2.63115e-05 6.16223e-05 0.000121996 0.000208627 0.000128341 3.23297e-06 -0.000109276 2.15193e-05
internal_weight=0 0.0121793 0.0111644 0.00998136 0.00831749 0.007137 0.00578217 0.00455568 0.00332397
internal_count=3910 3283 2803 2455 1889 1585 1361 1197 708
is_linear=0
shrinkage=0.00196078


Tree=5188
num_leaves=11
num_cat=0
split_feature=484 4 0 12 4 52 52 1 1 4
split_gain=5.73037e-05 5.38475e-05 0.00014069 7.03093e-05 6.50949e-05 8.76871e-05 7.93693e-05 5.45856e-05 5.49725e-05 6.12116e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.036459999999999992 -0.034289999999999994 -0.081429999999999989 0.071660000000000015 0.11235500000000002 0.092550000000000007 0.044585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 8 9 -7
right_child=1 2 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.00044626820571754813 -0.00040483048778976606 -0.00050101879649747008 0.00068133278150762835 -0.00057222851897164738 0.00054431857016595927 -0.0002325593759775455 0.00011061003609549129 0.0003414550082305007 -0.00039235187865633263 0.00044461531862453234
leaf_weight=0.001090848858904747 0.0010408034475541022 0.0010289826268219783 0.0012522494655478724 0.0012767354036059561 0.0015899678324900503 0.0010530964150523188 0.0013427242103000005 0.0014196124677132967 0.0015425455874845777 0.001001048436778596
leaf_count=627 151 390 222 580 323 367 759 169 155 167
internal_value=0 2.22654e-05 6.08961e-05 -1.48682e-05 3.93541e-05 0.000143067 -0.000222208 1.58856e-05 -0.000112616 9.74488e-05
internal_weight=0 0.0125478 0.011507 0.0102547 0.00922573 0.00660627 0.00261946 0.0050163 0.00359669 0.00205414
internal_count=3910 3283 3132 2910 2520 1181 1339 858 689 534
is_linear=0
shrinkage=0.00196078


Tree=5189
num_leaves=12
num_cat=0
split_feature=484 474 484 42 43 3 16 2 4 3 1
split_gain=0.000116641 6.35761e-05 8.31994e-05 8.24741e-05 9.45249e-05 0.000100123 6.44773e-05 0.000103825 7.71121e-05 6.27257e-05 2.05602e-05
threshold=-0.0043499999999999988 0.084655000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.078884999999999997 -0.38486499999999996 0.10946500000000002 0.0057500000000000008 0.076695000000000013 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 -5 -6 8 9 -8 -2
right_child=1 -3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00064571183027582941 -0.00048175526731958796 0.00050599694583158134 -0.00051011305494210271 0.0001523190217303028 -0.00038405306810322432 0.00093242567253461054 6.7918351950711938e-05 0.00058556545916395666 0.00033050545720827751 -0.0005983577441375079 -9.1584947225322588e-05
leaf_weight=0.0010087138670251882 0.0010721560101776321 0.0010629147454413622 0.0010925763859022221 0.0016732582529754032 0.001287711237802143 0.0010169820978645104 0.0010162744738795226 0.0012868453797065765 0.0012000010288511832 0.0011671325532501553 0.0010069009336205448
leaf_count=612 747 318 419 242 216 283 558 195 85 90 145
internal_value=0 4.66624e-05 5.35613e-06 5.78569e-05 0.000142154 0.00044722 4.40596e-06 0.000111514 -6.87863e-05 -0.000288237 -0.000292793
internal_weight=0 0.0128828 0.0118198 0.0107273 0.00864821 0.00269024 0.00595796 0.00467025 0.00338341 0.00218341 0.00207906
internal_count=3910 3298 2980 2561 1669 525 1144 928 733 648 892
is_linear=0
shrinkage=0.00196078


Tree=5190
num_leaves=9
num_cat=0
split_feature=403 52 4 16 42 1 2 1
split_gain=1.8166e-05 4.28313e-05 3.85362e-05 8.84182e-05 4.50022e-05 6.90505e-05 3.88767e-05 7.06241e-05
threshold=0.087440000000000004 0.16064500000000001 -0.082509999999999986 0.032820000000000009 0.091330000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -8
right_child=-2 -3 4 -5 -6 6 7 -9
leaf_value=0.033999270005885623 -0.012835530136408821 -0.018503072451031919 -0.026751286490581946 -0.0021175889747369931 0.015124556800041279 -0.012112134459896857 0.019084378658164328 -0.013745819327966174
leaf_weight=0.0011720809341342273 0.0010200185206543358 0.0010072487547241127 0.0011447278161516002 0.0016074346056215898 0.0014121344638692345 0.0015229083003542253 0.0018791814461164816 0.0010060445583453667
leaf_count=484 349 454 873 288 600 411 227 224
internal_value=0 0.00112839 0.00315761 0.0131124 -0.000815018 -0.00486857 0.000814048 0.00763687
internal_weight=0 0.0107518 0.00974451 0.00277952 0.006965 0.00555286 0.00440813 0.00288523
internal_count=3910 3561 3107 772 2335 1735 862 451
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=9
num_cat=0
split_feature=49 52 13 2 3 16 1 4
split_gain=1.65843e-05 4.00469e-05 6.48227e-05 6.02211e-05 4.13746e-05 8.84824e-05 7.72213e-05 4.72308e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.099990000000000009 -0.083144999999999983 -0.073459999999999984 0.11183500000000002 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -4
right_child=-2 -3 4 -5 5 6 -8 -9
leaf_value=-0.0011373603380739144 0.01112503246127587 -0.018282846426849863 -0.010014426592817875 0.032837921448103213 -0.026963964154802761 0.012958248604721665 -0.02117375876212467 0.017958371796971257
leaf_weight=0.001009554271311813 0.0011886678431843158 0.0012313940284244549 0.001005748957015781 0.001079601528227904 0.0017465567764500694 0.0019600006732896757 0.001001562560653257 0.0015095986815081318
leaf_count=208 378 566 501 158 646 632 167 654
internal_value=0 -0.00133484 0.00090617 0.0164199 -0.00358067 -0.0091125 0.00141524 0.00677359
internal_weight=0 0.010544 0.00931262 0.00208916 0.00722347 0.00470812 0.00296156 0.00251535
internal_count=3910 3532 2966 366 2600 1445 799 1155
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=8
num_cat=0
split_feature=1 42 133 3 2 2 2
split_gain=1.7591e-05 4.8592e-05 3.32071e-05 4.26282e-05 4.35198e-05 7.74215e-05 5.94224e-05
threshold=0.12263000000000002 0.092145000000000019 0.065880000000000008 -0.100615 0.089910000000000004 0.10796500000000002 0.083715000000000026
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=0.012339151588057892 0.0093697940831261716 -0.018749756099270459 0.012634593036312473 -0.0028743701719584416 0.018705362028874638 -0.01526013163880271 -0.034779820855342224
leaf_weight=0.0015458868915764262 0.0016903032485540816 0.001426481642594706 0.0019548751967898301 0.0013718669597739454 0.0013730733305567042 0.0013126752895954896 0.0010161018277462012
leaf_count=364 394 704 885 463 345 217 538
internal_value=0 -0.00166015 0.00118294 -0.00219891 -0.00662845 0.00210453 -0.0164504
internal_weight=0 0.010001 0.00857448 0.0066196 0.00507372 0.00268575 0.00238797
internal_count=3910 3516 2812 1927 1563 562 1001
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 0 13 12
split_gain=1.81833e-05 3.72859e-05 3.28751e-05 3.2804e-05 4.32568e-05 5.14643e-05 3.04683e-05 2.7728e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.30307999999999996 -0.055679999999999993 -0.066689999999999985 0.0015650000000000002 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.006078804853430566 -0.01655568526079533 -0.024643413208049327 0.015745550135046107 0.014819589945325432 -0.021360027861305579 0.008450105750441356 0.016121350264768446 -0.0029140180897552432
leaf_weight=0.0013964935714193701 0.0010322518974782476 0.0011754692797951497 0.0016128489777313352 0.0018384688660325163 0.0011032853959810857 0.0012190148525014421 0.0011092672136213087 0.0011735352906689547
leaf_count=472 249 748 348 439 365 300 158 831
internal_value=0 -0.00473625 0.00327445 -0.00059882 0.00335994 -0.00571218 0.00374891 -0.0137877
internal_weight=0 0.00485477 0.00680587 0.00519302 0.00416077 0.0023223 0.00250576 0.002349
internal_count=3910 2209 1701 1353 1104 665 630 1579
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=11
num_cat=0
split_feature=158 48 16 15 47 3 1 1 3 42
split_gain=5.18042e-05 6.07337e-05 9.06051e-05 7.33702e-05 7.51104e-05 0.000107499 7.74529e-05 6.76877e-05 6.83558e-05 6.02124e-05
threshold=1.0000000180025095e-35 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.09550500000000002 0.10420500000000001 0.09112000000000002 0.085990000000000011 -0.081164999999999987 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 9 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=0.00056687450023082983 -0.00043014052262308356 -0.00041679712304943842 -0.00046153890793248196 -0.00023674922154309053 0.0005313186305030839 0.00048763650118870014 -0.000500835503820487 0.00040857831616953081 -0.00048147089851554041 0.00037307909139368267
leaf_weight=0.0012505666794042801 0.0010322038312243235 0.001084425359262905 0.0011382524240249646 0.0012359973143535085 0.0011654100815088114 0.001417883088301021 0.0014894693555682842 0.0012273895706777392 0.0013206484054033088 0.001254081275896878
leaf_count=176 488 150 347 626 156 127 493 254 635 458
internal_value=0 2.67876e-05 6.86178e-05 7.82211e-06 6.64609e-05 -1.72255e-06 -0.000108018 8.11436e-06 -0.00012087 7.03793e-05
internal_weight=0 0.0125841 0.0114997 0.0102491 0.00911088 0.00794547 0.00652759 0.00503812 0.00381073 0.00249008
internal_count=3910 3422 3272 3096 2749 2593 2466 1973 1719 1084
is_linear=0
shrinkage=0.00196078


Tree=5195
num_leaves=8
num_cat=0
split_feature=42 51 49 52 16 1 52
split_gain=1.81537e-05 4.06713e-05 3.74372e-05 6.45525e-05 5.23416e-05 6.36492e-05 3.37414e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 -0.074484999999999982 -0.19424999999999998 0.094485000000000013 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0089807188656438174 -0.014366746102781217 0.020511942397425088 -0.020966087644009465 -0.0079327406359037626 -0.0082723538221555551 0.031111516538933168 0.013379625210794784
leaf_weight=0.0019088843485977223 0.0013591221911600235 0.0012151965527490783 0.0010829608174584456 0.0019609525687364644 0.0012802472370426145 0.0012174635130751564 0.0016438867653246275
leaf_count=1060 521 223 383 429 484 295 515
internal_value=0 0.00168238 0.00427892 0.00153363 0.00552643 0.011899 0.00389993
internal_weight=0 0.00975983 0.00840071 0.00718551 0.00610255 0.0041416 0.00292413
internal_count=3910 2850 2329 2106 1723 1294 999
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=10
num_cat=0
split_feature=4 0 43 160 43 48 16 16 4
split_gain=1.95494e-05 4.52114e-05 2.96177e-05 4.48418e-05 4.76631e-05 4.38556e-05 6.91944e-05 0.00010769 3.47671e-05
threshold=-0.48072499999999996 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.0031199999999999995 0.087645000000000015 -0.089559999999999987 -0.0083999999999999995 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 -6 -8 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.013215331968872548 -0.023057004196233782 0.020840186180838906 0.024747704812647518 -0.01523543435557 0.023121952717870174 -0.016478399893617518 -0.02618541618626213 0.018935126798009419 0.00030677713237024063
leaf_weight=0.001028898854490261 0.0011492826956580402 0.0010575872360491173 0.0011055118665172182 0.0011909131967258631 0.0015190170569019954 0.0010373642390227858 0.0011178976498792377 0.001004076118241797 0.0014286614927546822
leaf_count=208 914 207 939 217 335 219 371 200 300
internal_value=0 0.0012217 -0.000950274 0.00243492 0.00607329 0.00166046 0.00682845 -0.00483527 -0.0101091
internal_weight=0 0.0106103 0.00955272 0.00697478 0.00578387 0.00467836 0.00364099 0.00212197 0.00257794
internal_count=3910 3702 3495 2281 2064 1125 906 571 1214
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=9
num_cat=0
split_feature=12 12 52 12 3 1 52 2
split_gain=1.77904e-05 2.63492e-05 3.40089e-05 4.82674e-05 6.32056e-05 7.21653e-05 4.51307e-05 5.7605e-05
threshold=0.10852500000000001 0.097345000000000015 0.13709500000000002 0.089995000000000006 0.11265500000000002 0.099115000000000023 -0.069134999999999988 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.016578145874029938 -0.012773791343256511 0.014918372397940367 0.015385188706819975 -0.020388323286269917 -0.018627640592027185 0.029347822036100254 -0.0073039112627244262 0.019296310519713346
leaf_weight=0.0012217849075943942 0.0010036249737176402 0.0012297738932173863 0.0011588404000385062 0.0013255905688631092 0.0013864631183816284 0.001014591047440081 0.001632686422523636 0.0016238273625518906
leaf_count=448 319 366 400 628 257 378 691 423
internal_value=0 0.00115656 -0.00065082 -0.0029157 0.000451126 0.00526681 -0.000188922 0.00596002
internal_weight=0 0.0105936 0.00936378 0.00820494 0.00687935 0.00549289 0.0044783 0.00325651
internal_count=3910 3591 3225 2825 2197 1940 1562 1114
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=11
num_cat=0
split_feature=484 133 42 160 133 3 151 1 13 1
split_gain=6.85959e-05 6.36977e-05 7.79143e-05 9.1425e-05 7.5574e-05 0.000101798 7.10786e-05 7.02015e-05 7.75082e-05 4.87654e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.083815000000000014 -0.11266 -0.0088999999999999982 0.095575000000000007 -1.0000000180025095e-35 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8 -9
right_child=1 -3 3 4 -6 6 7 9 -10 -11
leaf_value=-0.00049047014512947854 -0.00039845462352838671 -0.00043334822878358822 -0.0002851447675564846 0.00063314228483713928 0.00068967082300688354 -0.00044179752879608728 -0.00044947426895308967 0.00068395839509269893 0.00023896180862175855 9.6053437158864918e-05
leaf_weight=0.001030911544752708 0.0011691138373720782 0.0010150665775218613 0.001642127888761633 0.0013352339497803246 0.0011421597385462305 0.0010043143240134594 0.0012028449435235724 0.0010904829621081278 0.001317372724951164 0.001079361932729059
leaf_count=627 348 480 566 224 304 208 631 132 173 217
internal_value=0 3.65991e-05 8.00323e-05 0.000137034 0.000221871 0.000145864 3.16052e-05 0.000132978 -8.96137e-05 0.000391513
internal_weight=0 0.0119981 0.010983 0.0098139 0.00817177 0.00702961 0.00569438 0.00469006 0.00252022 0.00216984
internal_count=3910 3283 2803 2455 1889 1585 1361 1153 804 349
is_linear=0
shrinkage=0.00196078


Tree=5199
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 1
split_gain=7.5741e-05 6.28339e-05 6.90807e-05 7.99844e-05 7.6547e-05 9.51052e-05 9.7829e-05 8.86159e-05 5.40068e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.065880000000000008 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0005042250643082412 -0.00036595405375754316 -0.00042986378458840651 0.0004353870043358403 0.00056434947246776002 -0.00058389633778516169 0.00056536481066923514 -7.9956992493776459e-05 -0.000392534027354375 0.00046079637827708199
leaf_weight=0.001073842534578707 0.001191104472608096 0.0010097285377940737 0.0017031864322099299 0.0014221703947785496 0.0010125053594307329 0.0012041010497067404 0.0016336845949959595 0.0018721571922327741 0.0012560101128463756
leaf_count=627 348 480 275 498 688 388 121 275 210
internal_value=0 3.87678e-05 8.06619e-05 0.000133312 6.27022e-05 -2.82565e-05 6.60433e-05 -6.02171e-05 0.000155082
internal_weight=0 0.0123046 0.0112949 0.0101038 0.00868164 0.00697846 0.00596595 0.00476185 0.00288969
internal_count=3910 3283 2803 2455 1957 1682 994 606 331
is_linear=0
shrinkage=0.00196078


Tree=5200
num_leaves=11
num_cat=0
split_feature=484 3 48 43 0 16 13 16 0 1
split_gain=4.60944e-05 4.5514e-05 4.80689e-05 5.7005e-05 0.000133031 6.48441e-05 6.19767e-05 5.22969e-05 4.21468e-05 2.27825e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 0.095825000000000007 0.11352500000000001 -0.052874999999999998 -0.19424999999999998 -0.071149999999999977 -0.008069999999999999 -0.10209999999999998 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 -3 -7 8 -8 -2
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00040305878832926464 5.0576855383659071e-05 -0.00043479245992840914 0.00029245087910463645 0.00031095375066016802 -0.00074839791888554311 -0.0003194988516105684 -0.0002035779117305841 0.00057954932383912463 0.00031929550843376171 0.0004314681376455877
leaf_weight=0.0010295960646772495 0.0010621631486655795 0.0012214749255418933 0.0014868675174588902 0.0011628214163944047 0.0012121990831251072 0.0011486373151408259 0.0012312489303266062 0.001016895678630534 0.0011428231602509606 0.0013989326472495607
leaf_count=627 132 267 271 249 292 805 103 212 634 318
internal_value=0 2.91322e-05 -3.17241e-05 -9.09669e-05 -0.000157989 -3.37596e-05 7.41466e-05 0.000207488 4.81212e-05 0.000267083
internal_weight=0 0.0120841 0.00962297 0.0081361 0.00697328 0.00576108 0.00453961 0.00339097 0.00237407 0.0024611
internal_count=3910 3283 2833 2562 2313 2021 1754 949 737 450
is_linear=0
shrinkage=0.00196078


Tree=5201
num_leaves=9
num_cat=0
split_feature=42 51 151 42 43 15 13 15
split_gain=1.77208e-05 3.46231e-05 3.80352e-05 4.41702e-05 7.45171e-05 6.07678e-05 6.95568e-05 0.000107042
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.076429999999999984 0.092395000000000019 -0.077544999999999989 -0.11399999999999998 -0.09547499999999999 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8
right_child=1 2 3 -5 5 6 7 -9
leaf_value=-0.0088711322562536055 -0.01315939166721862 0.019543069098655098 0.028946920754030894 -0.016531034472356154 0.021291759448321158 0.011894971349913122 0.0030338532826922073 -0.038747750222980076
leaf_weight=0.0019060618417982697 0.00135493986089815 0.0013354944906130593 0.0010412973323045294 0.0011783651917861501 0.0010080932596144522 0.001354690490170252 0.001324453537796832 0.0011417667005638238
leaf_count=1060 521 403 428 632 180 149 78 459
internal_value=0 0.00167239 0.00406932 0.00113754 0.00468421 -0.000547651 -0.00630967 -0.0163094
internal_weight=0 0.0097391 0.00838416 0.00704867 0.0058703 0.004829 0.00382091 0.00246622
internal_count=3910 2850 2329 1926 1294 866 686 537
is_linear=0
shrinkage=0.1


Tree=5202
num_leaves=10
num_cat=0
split_feature=484 4 0 0 16 151 1 2 15
split_gain=6.09479e-05 3.82693e-05 7.6852e-05 4.96773e-05 5.29434e-05 8.47347e-05 9.94987e-05 5.20212e-05 3.16135e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.014099999999999998 -0.0088999999999999982 0.085835000000000009 0.090420000000000014 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -6
right_child=1 2 -4 -5 8 6 7 -9 -10
leaf_value=-0.00046235625884437164 -0.00033062186964305285 -0.00046045916438714905 0.00055071154028253166 -0.00038197979045251129 0.00010821128002758766 -0.00028526774114005158 9.3607325583265684e-05 0.00060979995474383093 0.00056346973863118468
leaf_weight=0.0010368593526446828 0.0010163121139997273 0.0013906070599033682 0.001132592823022212 0.0010970142053680224 0.0013210733565943416 0.0017610154995033335 0.0019061965672640306 0.0012381761376166777 0.0010545460487961008
leaf_count=627 151 212 222 222 558 1064 440 184 230
internal_value=0 3.32816e-05 6.7208e-05 1.11497e-05 6.08831e-05 -3.32283e-05 8.78856e-05 0.000296871 0.000310302
internal_weight=0 0.0119175 0.0109012 0.00976863 0.00867161 0.006296 0.00490539 0.00314437 0.00237562
internal_count=3910 3283 3132 2910 2688 1900 1688 624 788
is_linear=0
shrinkage=0.00196078


Tree=5203
num_leaves=9
num_cat=0
split_feature=50 12 1 42 52 3 49 15
split_gain=1.81778e-05 3.69434e-05 5.08555e-05 5.45052e-05 5.32321e-05 4.29716e-05 6.69635e-05 3.22391e-05
threshold=0.088425000000000017 -0.036459999999999992 0.12263000000000002 0.092145000000000019 0.086950000000000013 -0.080744999999999997 -0.00064499999999999985 -0.094119999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=-0.016816752611119055 -0.01268728820126498 0.020905228044566047 0.023699493221344528 -0.019600045834007873 -0.011322437052052804 -0.013306303458200278 0.002194062614702042 0.026959101387576168
leaf_weight=0.0010293618553227002 0.0010373553485454349 0.0018676502318606672 0.0010669509318757325 0.0011605280786371247 0.0017804539744806658 0.0015762202377028363 0.0011081048321540726 0.0010000721030762995
leaf_count=454 689 1028 160 480 583 180 120 216
internal_value=0 0.0011835 0.00312166 0.000536535 0.00372359 0.00854861 0.00228494 0.013942
internal_weight=0 0.0105893 0.00955998 0.00849303 0.0073325 0.00555205 0.0036844 0.00210818
internal_count=3910 3221 2767 2607 2127 1544 516 336
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=9
num_cat=0
split_feature=42 51 457 160 133 0 1 0
split_gain=1.7207e-05 3.2652e-05 3.17337e-05 4.52877e-05 5.15875e-05 0.000103935 2.66649e-05 2.80002e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.082870000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -0.074249999999999997 0.10956 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0087479196687599257 -0.012735004468489089 -0.019051440483815452 0.017483940668693906 -0.017614108790472541 -0.014922636160448373 0.032357400549132651 0.011200417413046133 0.0041063591854164075
leaf_weight=0.0019005265978521537 0.0013556518379695846 0.0010228314352350595 0.0014430274565022929 0.0010814482079284692 0.0010912895685745577 0.001374199530926992 0.0012573687577566691 0.001066546419032408
leaf_count=1060 521 157 215 359 656 302 187 453
internal_value=0 0.00165839 0.00399893 0.00117617 0.00467236 0.00920192 -0.000305889 -0.00723028
internal_weight=0 0.00969236 0.00833671 0.00689368 0.00581224 0.00472095 0.00334675 0.00208938
internal_count=3910 2850 2329 2114 1755 1099 797 610
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 15 13 48 0 0
split_gain=5.99051e-05 4.15336e-05 6.60599e-05 9.51753e-05 8.34168e-05 9.64918e-05 9.32563e-05 7.41273e-05 6.93313e-05 9.0239e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 -0.095799999999999982 -0.083514999999999992 0.091065000000000021 -0.053834999999999994 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 9 -8
right_child=1 -3 3 4 -6 6 8 -9 -10 -11
leaf_value=-0.00045419884014543234 -0.00042734789009957717 0.00035548204662738084 -0.00052813345691732978 0.00017247232101277892 -0.00040775140555926931 0.0007657448062467953 4.0422991955316763e-05 -0.00054046785000735269 -0.00018183832794966344 0.00072871600241234259
leaf_weight=0.0010843605563517498 0.0013047526871189001 0.0013178233703989737 0.0010138074563906573 0.0011672900005930712 0.00107345244935782 0.0013242964667179898 0.0016649760520477115 0.00107898593037342 0.0014334888338571141 0.0013073693928153359
leaf_count=627 529 400 400 213 204 273 339 117 253 555
internal_value=0 2.59599e-05 -1.22382e-05 4.15808e-05 0.000105403 0.000174462 0.000309489 -0.000169984 0.000172349 0.000343165
internal_weight=0 0.0126862 0.0113684 0.0100637 0.00904986 0.00797641 0.00573013 0.00224628 0.00440583 0.00297235
internal_count=3910 3283 2883 2354 1954 1750 1420 330 1147 894
is_linear=0
shrinkage=0.00196078


Tree=5206
num_leaves=8
num_cat=0
split_feature=11 48 2 2 2 2 4
split_gain=1.71678e-05 2.60107e-05 3.12469e-05 5.75767e-05 3.24645e-05 4.3182e-05 5.70727e-05
threshold=0.077330000000000024 0.096835000000000018 0.11260500000000001 0.095195000000000016 0.089710000000000012 0.085355000000000014 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.018377450375892893 -0.011941171837685293 0.013913629503772723 0.012877250033259575 -0.018369589526982272 0.016383985634216214 -0.018456103098495356 -0.0077728888079454609
leaf_weight=0.0014800519747794976 0.0010992973026297649 0.0013941269769900929 0.0014194790376889106 0.0019010763141648302 0.0011934268605396422 0.0011974313260419921 0.0019137319894398565
leaf_count=920 279 339 471 481 408 653 359
internal_value=0 0.00119359 -0.000754017 -0.00327158 0.00169026 -0.00212919 0.00363145
internal_weight=0 0.0104993 0.0091052 0.00768572 0.00578464 0.00459122 0.00339378
internal_count=3910 3631 3292 2821 2340 1932 1279
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=12
num_cat=0
split_feature=133 48 50 4 12 3 47 0 43 2 16
split_gain=0.000112638 0.000111269 0.000120208 0.000195481 0.000115268 0.000175264 9.1039e-05 6.43555e-05 0.000150088 0.000102646 8.6734e-05
threshold=0.10681500000000001 0.11930500000000001 0.086465000000000014 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.09550500000000002 -0.11287999999999999 -0.083094999999999988 0.086775000000000005 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -6 -10
right_child=-2 -3 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.00055366496088347396 -0.0006250141822290448 -0.00056029017323143307 -0.00054034827295129672 0.00090659076434928805 0.00062791129592628813 0.00074178501095469376 0.00053904967176718311 0.00022071727442663541 -8.9811198295390807e-05 -0.00021138794756271167 -0.00082851144907293171
leaf_weight=0.0010499326086353981 0.0010662173333836752 0.0011016127224688461 0.0010637508399217741 0.0011740005709438657 0.0010819631444228097 0.0015135559296030818 0.0010785938713255908 0.0017731035482484343 0.0010402043990507305 0.0011618162579380073 0.0014813857552435897
leaf_count=249 545 137 537 340 80 119 182 410 262 138 911
internal_value=0 3.69475e-05 8.99278e-05 0.000148975 6.16085e-05 0.000132359 1.12624e-05 -7.5802e-05 -0.000216409 0.000193327 -0.000523783
internal_weight=0 0.0135199 0.0124183 0.0113546 0.0101806 0.00913062 0.00761707 0.00653847 0.00429469 0.00224378 0.00252159
internal_count=3910 3365 3228 2691 2351 2102 1983 1801 1583 218 1173
is_linear=0
shrinkage=0.00196078


Tree=5208
num_leaves=10
num_cat=0
split_feature=484 474 133 484 133 16 43 16 2
split_gain=0.000137749 7.01454e-05 6.60126e-05 0.000119944 0.000115515 7.41621e-05 0.000102754 0.000141274 8.95896e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.10599500000000002 1.0000000180025095e-35 0.083815000000000014 0.18936500000000003 -0.0037249999999999996 -0.19424999999999998 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00069257183938302999 -0.00047595440702404034 0.00053296875539822236 -0.00047312165489500602 -0.0005859233172065435 0.0006466610190645623 0.00037922106027577515 -0.00037663212876082162 3.8374156461927482e-05 0.00070956443159230658
leaf_weight=0.0010485845637833195 0.0017387257768127096 0.0010469244611050173 0.0010210163516287474 0.0010353447661256227 0.0013574535539333391 0.0018279773283916148 0.0016877671489015701 0.0017739427200743961 0.0013437561170780666
leaf_count=612 703 318 460 399 307 292 226 335 258
internal_value=0 4.65704e-05 3.36466e-06 4.85576e-05 0.000116074 3.00449e-05 -6.74898e-05 8.03018e-05 0.000327663
internal_weight=0 0.0128329 0.011786 0.010765 0.00972962 0.00837217 0.00654419 0.00480547 0.0031177
internal_count=3910 3298 2980 2520 2121 1814 1522 819 593
is_linear=0
shrinkage=0.00196078


Tree=5209
num_leaves=10
num_cat=0
split_feature=50 4 12 3 2 4 0 43 0
split_gain=1.79806e-05 3.5233e-05 4.02542e-05 4.97387e-05 8.0354e-05 5.67397e-05 4.26051e-05 7.13997e-05 2.44128e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.094625000000000015 0.095195000000000016 -0.00027999999999999998 -0.077944999999999987 -1.0000000180025095e-35 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 -4 -9
right_child=-2 -3 3 5 -6 -7 -8 8 -10
leaf_value=-0.019220358487255892 -0.012580248549976565 0.017435601791683197 -0.023270820632051683 -0.0029856720939509191 -0.023566542551735847 0.028779188854381896 0.018034774483018014 -0.0023129975483593564 0.019123190125092018
leaf_weight=0.0010610952225470994 0.0010447378676698678 0.0011831544811612112 0.0011323797813524543 0.0010442687579851583 0.0014748174841211778 0.0012184716607239743 0.0013698552516521159 0.0011260554889851607 0.0010058396011322255
leaf_count=282 689 396 1075 122 605 80 300 129 232
internal_value=0 0.00116907 -0.000871246 0.00145447 -0.00323663 0.0141195 0.00323338 -0.00297803 0.00780071
internal_weight=0 0.0106159 0.00943278 0.00837169 0.00610895 0.00226274 0.00463413 0.00326427 0.0021319
internal_count=3910 3221 2825 2543 2341 202 1736 1436 361
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=11
num_cat=0
split_feature=484 133 42 160 133 3 151 1 13 1
split_gain=7.8907e-05 5.68082e-05 7.16538e-05 6.76851e-05 7.32913e-05 7.85317e-05 6.21554e-05 5.96211e-05 9.87378e-05 4.56422e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.083815000000000014 -0.11266 -0.0088999999999999982 0.095575000000000007 -1.0000000180025095e-35 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8 -9
right_child=1 -3 3 4 -6 6 7 9 -10 -11
leaf_value=-0.00051958227216469268 -0.00037699958151698418 -0.00040460798324101858 -0.0002293878266636522 0.00055558328948651908 0.00065831518840302064 -0.00041060088746398577 -0.00048004213244964611 0.0006443947457537854 0.00028802058976085804 7.8100893160877954e-05
leaf_weight=0.0010595832771498797 0.0011849116840092358 0.0010200084526768268 0.0016525049064622802 0.0013527636656153474 0.0011775110674254775 0.0010119262446686428 0.0012278393335331255 0.0010991015113198421 0.0013521585508289586 0.0010897208283261099
leaf_count=627 348 480 566 224 304 208 631 132 173 217
internal_value=0 3.83095e-05 7.88336e-05 0.000133043 0.000205107 0.000130297 3.07747e-05 0.000124433 -7.75059e-05 0.000362461
internal_weight=0 0.0121684 0.0111484 0.00996353 0.00831102 0.00713351 0.00578075 0.00476882 0.00258 0.00218882
internal_count=3910 3283 2803 2455 1889 1585 1361 1153 804 349
is_linear=0
shrinkage=0.00196078


Tree=5211
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 1
split_gain=4.61373e-05 5.18984e-05 8.18786e-05 8.75098e-05 8.90536e-05 8.19268e-05 8.83575e-05 6.16116e-05 4.96427e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.065880000000000008 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0003973615082141286 -0.00041685988374291365 -0.00039685209130254745 0.00044593712936039168 0.0005690817081067213 -0.00056104544826133119 0.00052126087972209807 -0.00012648042380757708 -0.00035664622058202288 0.00039794075657032066
leaf_weight=0.0010693007031333706 0.0012083140653620207 0.0010176336833703182 0.0017320963681096441 0.0014495093024126894 0.0010312236468042911 0.0011665296620465048 0.0015964455498393556 0.0018797674910275078 0.0012276767325947206
leaf_count=627 348 480 275 498 688 388 121 275 210
internal_value=0 2.7253e-05 6.54747e-05 0.000123275 4.84287e-05 -5.13335e-05 3.82047e-05 -8.15896e-05 0.000101491
internal_weight=0 0.0123092 0.0112916 0.0100832 0.00863374 0.00690164 0.00587042 0.00470389 0.00282412
internal_count=3910 3283 2803 2455 1957 1682 994 606 331
is_linear=0
shrinkage=0.00196078


Tree=5212
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 13 13 12 0
split_gain=7.39485e-05 6.62758e-05 8.25239e-05 0.000102655 8.21196e-05 0.000128665 7.06063e-05 9.60191e-05 6.71306e-05 6.34826e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.014099999999999998 -0.27466499999999994 -0.0088999999999999982 0.10113500000000002 0.043015000000000005 -0.082014999999999991 0.088375000000000023 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 7 -5 9 -6
right_child=1 -3 3 6 5 -7 -8 -9 -10 -11
leaf_value=-0.00049369628367431392 -0.00046260240944477523 -0.00044847225191113296 -0.00028775972535765508 0.00072693053854695202 -0.00033969610649325042 0.00045322855086467242 0.00086271856523477864 -1.3730292599934185e-05 -0.00058448133486942307 0.00029546507979706768
leaf_weight=0.0011000369276814677 0.0015233648427163135 0.0010015861275277692 0.0010022737287660359 0.0010673198094492456 0.0011117903056477424 0.0019685375651547132 0.001007796316351714 0.0018212210403422452 0.0010631471088649032 0.0013271824241965838
leaf_count=627 239 471 346 239 141 338 128 391 531 459
internal_value=0 3.59284e-05 7.67242e-05 0.000271892 -5.99711e-05 5.2146e-05 0.000415854 0.000259945 -0.000173302 5.93087e-06
internal_weight=0 0.0128942 0.0118926 0.00489861 0.00699402 0.00547066 0.00389634 0.00288854 0.00350212 0.00243897
internal_count=3910 3283 2812 1104 1708 1469 758 630 1131 600
is_linear=0
shrinkage=0.00196078


Tree=5213
num_leaves=11
num_cat=0
split_feature=484 133 133 474 16 47 16 2 2 12
split_gain=0.000140236 8.85712e-05 8.69453e-05 8.70482e-05 9.56347e-05 7.11271e-05 9.45022e-05 0.000108489 7.48858e-05 7.35517e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.084145000000000011 0.18936500000000003 0.09550500000000002 -0.088144999999999987 0.097135000000000013 0.087995000000000004 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 9 -8 -2
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.00071332968080777253 -0.0001147587950506194 -0.00051762940589861564 0.00051525650976735654 0.00056909366969957521 0.0003429992491793651 0.00024811982187959079 -0.0009268979423643892 -0.00050271528030115949 -0.00021496899054917988 0.0005761074216072082
leaf_weight=0.0010269112188058078 0.0012729639870613383 0.0010120592685026871 0.0015783036717567948 0.0010073494912460077 0.0019993536356745683 0.0014549029087749946 0.0010695591174640783 0.0012707614069343881 0.0012114637737819282 0.0011082925070538736
leaf_count=612 234 472 523 235 321 154 513 245 364 237
internal_value=0 3.93673e-05 8.64495e-05 2.13403e-05 -3.74391e-05 -0.000140395 -0.000235666 -4.00928e-05 -0.000548789 0.000206787
internal_weight=0 0.012985 0.011973 0.0103946 0.0093873 0.00738794 0.00593304 0.00365202 0.00228102 0.00238126
internal_count=3910 3298 2826 2303 2068 1747 1593 716 877 471
is_linear=0
shrinkage=0.00196078


Tree=5214
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 52 16 12
split_gain=0.000124845 8.24771e-05 8.76442e-05 8.37698e-05 9.91833e-05 0.00011757 9.03534e-05 0.000122072 7.92288e-05 5.36784e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -0.053439999999999994 -0.017214999999999998 -0.074484999999999982 -0.17157499999999998 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -5
right_child=1 -3 -4 9 5 6 -8 8 -10 -11
leaf_value=-0.00067431897606847271 0.00052545443818512747 -0.00049620303166814626 0.00050989467338622915 -0.00060141513771441095 -0.00058726572122819686 -0.00056815051220443806 0.00058662972590378692 -0.00023865614076526591 0.00044593615519644534 -7.2658280662958084e-06
leaf_weight=0.0010045918526148208 0.0017781139418996091 0.001005898210357562 0.001637265777341663 0.0011712706049083743 0.0010816035461882279 0.0011225194986875754 0.0012336434655327083 0.0010216681654558692 0.0017863758997283161 0.0011671840175765428
leaf_count=612 284 472 523 467 433 155 138 196 167 463
internal_value=0 4.31083e-05 8.83173e-05 2.17076e-05 0.000116881 5.64448e-07 0.000123681 -2.16198e-05 0.000196857 -0.00030486
internal_weight=0 0.0130055 0.0119996 0.0103624 0.00802392 0.00624581 0.00516421 0.00393056 0.00280804 0.00233845
internal_count=3910 3298 2826 2303 1373 1089 656 518 363 930
is_linear=0
shrinkage=0.00196078


Tree=5215
num_leaves=12
num_cat=0
split_feature=484 133 40 42 48 16 47 15 52 0 3
split_gain=0.000121308 0.000112013 0.000102048 0.000113468 7.5917e-05 0.000138847 0.000104475 0.000148722 8.19764e-05 7.65872e-05 9.89986e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.087945000000000009 -0.094359999999999986 0.09252500000000001 -0.094924999999999995 -1.0000000180025095e-35 -0.097664999999999988 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -9 -10 -11
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12
leaf_value=-0.00065025458878118392 0.00069065805964681442 -0.00058786205850085008 -0.00053741668147658001 0.00084622156738127518 -0.0006242685941596183 0.00025580261327848107 -0.00036923254663484768 -0.0002551315248330077 0.00075480096846553143 0.00051829085420663341 -0.00029932450614622027
leaf_weight=0.0010603154734202978 0.0010018638840668713 0.0010116135658064405 0.001180744898694591 0.0014913312995501913 0.0013395782754977983 0.0014196317344071264 0.0010251212355281755 0.0014346692366854763 0.0010138610686690245 0.0011317131369324932 0.0011458328054232377
leaf_count=612 261 472 332 309 125 225 124 492 154 331 473
internal_value=0 3.9095e-05 9.11485e-05 3.74371e-05 0.000105301 -0.000171466 0.000210742 0.000306367 0.000136014 0.000306508 0.000106949
internal_weight=0 0.013196 0.0121843 0.0111825 0.0100017 0.00275921 0.00724253 0.00621741 0.00472608 0.00329141 0.00227755
internal_count=3910 3298 2826 2565 2233 350 1883 1759 1450 958 804
is_linear=0
shrinkage=0.00196078


Tree=5216
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 13 3
split_gain=1.56576e-05 2.75013e-05 9.36732e-05 4.03247e-05 4.34519e-05 3.51562e-05 4.7457e-05 6.56586e-05
threshold=0.078340000000000007 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.088669999999999985 -0.094129999999999978 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.012699940317733617 -0.011942789063887307 -0.0080390791795215081 0.026181708563614778 0.013890171254615034 -0.02353740390174773 0.012319003899882094 -0.029726581384289588 0.00040525334580584615
leaf_weight=0.0012776260181101735 0.0010197879023155264 0.0016257911224441118 0.0015746228768209521 0.0012865590134849237 0.0011058729045173143 0.0010094654605509778 0.0012884905836773909 0.001648264770413254
leaf_count=328 263 115 601 421 230 191 1315 446
internal_value=0 0.00101921 0.00879775 -0.00224938 -0.00552986 -0.00171771 -0.00638556 -0.012815
internal_weight=0 0.0108167 0.00320041 0.00761628 0.00632972 0.00522385 0.00394622 0.00293676
internal_count=3910 3647 716 2931 2510 2280 1952 1761
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=10
num_cat=0
split_feature=484 3 52 3 3 15 43 0 16
split_gain=8.12016e-05 5.21966e-05 4.00089e-05 5.3191e-05 6.53923e-05 4.92701e-05 0.000100981 4.31343e-05 3.20286e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.068164999999999989 0.090325000000000003 -1.0000000180025095e-35 0.085120000000000015 -0.077544999999999989 -0.10783 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 6 -4 -3 -5
right_child=1 2 3 8 -6 -7 -8 -9 -10
leaf_value=-0.00052522723760186566 0.00045374582893595013 0.00041060075364723029 6.7108377665864343e-05 -0.00053720931315342428 0.00047237613084104659 0.00017248688886660344 -0.00071918765036285909 -2.5378360349888272e-05 -8.8156299068582739e-05
leaf_weight=0.0010873149918423511 0.001041372651575838 0.0015710662557522938 0.001557035172443775 0.00127784703498519 0.0010222124321470237 0.0017886540878987028 0.0010523749994158578 0.0019620947922835931 0.0011695991863821813
leaf_count=627 225 154 420 181 105 913 552 638 95
internal_value=0 3.35348e-05 -4.84782e-06 -8.26867e-05 2.56487e-05 -7.81811e-05 -0.000250005 0.000168485 -0.000322613
internal_weight=0 0.0124423 0.0114009 0.00786772 0.00542028 0.00439806 0.00260941 0.00353316 0.00244745
internal_count=3910 3283 3058 2266 1990 1885 972 792 276
is_linear=0
shrinkage=0.00196078


Tree=5218
num_leaves=11
num_cat=0
split_feature=11 3 3 43 160 2 0 0 150 1
split_gain=6.97693e-05 7.0724e-05 4.71359e-05 4.41598e-05 6.62335e-05 5.68338e-05 4.2583e-05 7.35878e-05 8.78224e-05 4.08598e-05
threshold=0.080455000000000013 -0.10628499999999998 -0.084129999999999996 -0.057994999999999998 -0.081069999999999989 1.0000000180025095e-35 -0.072864999999999985 -0.10209999999999998 0.090145000000000017 0.10521500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 8 9 -6
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11
leaf_value=0.00038041421669810649 -0.00050433078007781668 -0.00043011294318816805 -9.6476575838765766e-05 0.00035571652977096685 -0.00071020967646792362 0.00047645728120244171 -0.00048051528349614539 0.0003246524606857345 0.00025529820111559265 -0.00018201808055005807
leaf_weight=0.0019067014845688358 0.0010049019295056043 0.001021399876471739 0.0011846911718918665 0.0011698733122187995 0.0011063326277085512 0.0015194102054443231 0.0012243774660517584 0.0013054999168358706 0.0010064134621809717 0.0011467254957744887
leaf_count=283 241 875 384 216 159 641 354 546 94 117
internal_value=0 3.25448e-05 -2.95329e-05 1.28079e-05 -6.98171e-05 0.00022545 -0.000155806 -6.87153e-05 -0.000226269 -0.000441379
internal_weight=0 0.0125914 0.0106847 0.00966332 0.00695922 0.0027041 0.00578935 0.00456497 0.00325947 0.00225306
internal_count=3910 3669 3386 2511 1486 1025 1270 916 370 276
is_linear=0
shrinkage=0.00196078


Tree=5219
num_leaves=12
num_cat=0
split_feature=484 133 0 474 160 133 151 12 4 52 52
split_gain=0.00014832 8.52911e-05 9.71276e-05 7.76245e-05 6.88223e-05 7.54398e-05 9.93182e-05 0.000119953 0.000114196 0.000135378 9.9263e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.084655000000000022 -0.080184999999999992 -0.090054999999999982 -0.0088999999999999982 0.095295000000000019 0.15927500000000003 0.071660000000000015 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 9 10 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00070776717058451428 -0.00044539958173126816 -0.00048395632239300852 0.00065485396007998822 0.00052362183077592423 -0.00046250219703008284 -0.00030648413023691326 0.0003244781511484546 -0.00026934197076420148 0.000909550862528078 0.00075682666760108438 -0.00041845372761898237
leaf_weight=0.0010781600599329639 0.0012463834544196887 0.001072989687800026 0.001077860192462682 0.0011507069612761807 0.0010051879562285567 0.0017694819557248021 0.0014321212723413933 0.0015066183203779632 0.0011324233011160518 0.0011889335038851425 0.0013368801665673538
leaf_count=612 498 472 70 295 413 316 244 259 191 308 232
internal_value=0 4.71296e-05 9.14877e-05 3.98908e-05 -1.25326e-05 4.50366e-05 0.000106015 0.000216658 0.000360502 0.000203411 -3.4211e-05
internal_weight=0 0.0139196 0.0128466 0.0117687 0.010618 0.00937165 0.00836646 0.00659698 0.00509036 0.00395793 0.002769
internal_count=3910 3298 2826 2756 2461 1963 1550 1234 975 784 476
is_linear=0
shrinkage=0.00196078


Tree=5220
num_leaves=10
num_cat=0
split_feature=14 49 2 4 150 4 15 15 52
split_gain=1.83623e-05 3.5813e-05 3.83535e-05 5.63597e-05 5.823e-05 8.49432e-05 0.000101686 6.00498e-05 3.55807e-06
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 -0.08422499999999998 0.086420000000000011 -1.0000000180025095e-35 -0.055679999999999993 0.084050000000000014 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 7 -7 -5 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.013071278859954204 -0.014088358830852691 0.018605927793544454 0.012314393641484254 0.034382048532350849 -0.020608642773788443 -0.026270358715079385 0.012525382851708143 0.0019810655403528 -0.022523260371665996
leaf_weight=0.0010004260810305759 0.0010003638039655731 0.0010538322467362983 0.0018211945725893257 0.0012547578386612949 0.0010286949249872978 0.001326729722436081 0.0013766009506475888 0.0010512073486025814 0.0010000266785514908
leaf_count=196 393 565 456 530 236 319 154 794 267
internal_value=0 0.00108394 -0.000788878 -0.00375759 0.00106202 0.00551224 -0.00651463 0.0196116 -0.0183051
internal_weight=0 0.0109134 0.00985958 0.00803838 0.00603799 0.0050093 0.00270333 0.00230597 0.00200039
internal_count=3910 3714 3149 2693 2033 1797 473 1324 660
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=10
num_cat=0
split_feature=52 150 160 49 51 47 15 15 13
split_gain=1.80166e-05 4.12062e-05 4.16676e-05 4.13937e-05 5.94187e-05 5.53244e-05 7.79964e-05 3.47158e-05 7.68446e-06
threshold=-0.27466499999999994 0.084800000000000014 1.0000000180025095e-35 -0.0019649999999999997 -0.0084849999999999978 0.09550500000000002 -0.077959999999999988 0.084050000000000014 -0.065789999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.012861256352777307 -0.018030467574725841 0.014662265434432191 -0.020416570816793392 0.023174703174240877 -0.028776878961994202 0.019580854186335692 0.0041308012892778056 -0.0098344581820514563 0.016526395722112973
leaf_weight=0.0010111415090923491 0.0010206929680075813 0.0018559574583723081 0.0010508440669546428 0.0012608400859100465 0.0011038087808323128 0.0010763418801241625 0.0010004977042842088 0.0014902561956277919 0.0010000036843805054
leaf_count=425 223 440 473 330 439 173 103 1115 189
internal_value=0 0.00109482 -0.001702 0.000770958 0.00353945 -0.000826151 -0.00560678 0.00171981 0.0103271
internal_weight=0 0.0108592 0.00900329 0.00795244 0.00693175 0.00567091 0.00459457 0.00349076 0.0020005
internal_count=3910 3485 3045 2572 2349 2019 1846 1407 292
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=9
num_cat=0
split_feature=47 4 4 4 16 2 4 0
split_gain=1.86034e-05 4.30701e-05 4.64188e-05 3.59609e-05 4.29186e-05 7.88628e-05 3.91284e-05 3.41255e-05
threshold=0.11926500000000002 0.25367000000000006 0.055260000000000011 0.0057500000000000008 -0.008069999999999999 0.085255000000000011 -0.48072499999999996 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8
right_child=-2 -3 -4 -5 6 -7 7 -9
leaf_value=0.010505387513124435 -0.012939212758813504 0.014946322664140036 -0.01926798866840794 0.015254187109857065 -0.010005118088662947 -0.023073611120921808 0.00050507129201876849 0.025814585369925272
leaf_weight=0.0011077845033370961 0.0010281359990398651 0.0018682644412517145 0.0012935038826849795 0.0014730848913560891 0.001031375217277971 0.0018973275989642023 0.0010206855739052318 0.0011143657321564197
leaf_count=751 145 500 308 219 204 968 622 193
internal_value=0 0.00113767 -0.00174865 0.0012157 -0.00213514 -0.0106953 0.00598889 0.0137151
internal_weight=0 0.0108064 0.00893813 0.00764462 0.00617154 0.00300511 0.00316643 0.00213505
internal_count=3910 3765 3265 2957 2738 1719 1019 815
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=11
num_cat=0
split_feature=484 474 484 1 42 43 16 0 43 3
split_gain=0.000117583 4.89213e-05 6.30359e-05 5.84972e-05 7.36256e-05 8.29777e-05 6.96747e-05 6.68828e-05 5.74382e-05 4.07186e-05
threshold=-0.0043499999999999988 0.084655000000000022 1.0000000180025095e-35 0.11561500000000001 -1.0000000180025095e-35 -0.073139999999999983 -0.19424999999999998 -0.10131499999999999 -0.089949999999999988 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 -6 -5
right_child=1 -3 -4 9 5 6 7 -9 -10 -11
leaf_value=-0.0006527380710168668 -0.00042718469819314018 0.00044419056365149377 -0.00043210695015140116 0.00060397918339672005 5.7035387961028705e-05 -0.000464976627731368 0.00030286200550596508 -0.00022937452685406809 0.00069129461845047623 6.0325732442362908e-05
leaf_weight=0.0010144799339849792 0.001428658461178782 0.0010595409309144795 0.0011485620128674932 0.0011025451240586563 0.0010855638514328581 0.0013249421643854661 0.0019877858449156372 0.0016706853857624627 0.0011104874640210159 0.001019405842384887
leaf_count=612 840 318 419 235 163 145 133 656 256 133
internal_value=0 4.04833e-05 4.4738e-06 5.1206e-05 -2.06742e-05 6.02182e-05 -7.97154e-05 5.98097e-05 0.000377764 0.000342803
internal_weight=0 0.0129382 0.0118786 0.0107301 0.00860812 0.00717946 0.00498341 0.00365847 0.00219605 0.00212195
internal_count=3910 3298 2980 2561 2193 1353 934 789 419 368
is_linear=0
shrinkage=0.00196078


Tree=5224
num_leaves=12
num_cat=0
split_feature=484 474 160 403 0 2 15 42 160 15 13
split_gain=0.000113947 5.84888e-05 6.05406e-05 0.000100037 6.75963e-05 7.34003e-05 0.000193155 5.83664e-05 9.21414e-05 6.80789e-05 5.77956e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.087440000000000004 0.14676000000000003 0.10796500000000002 -0.073314999999999991 -1.0000000180025095e-35 0.087825000000000014 -0.097794999999999979 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4 9 -9 -11
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00063313805089417765 -0.00039812983083144357 0.00048043540907979947 -0.00022254330240106587 -0.00051658430746016871 0.00057276836539415057 0.00028186624093200712 -0.00085536127769968954 2.2087510078553943e-05 -0.0001953383192932687 0.00095646753423120746 0.00035362131674466368
leaf_weight=0.0010460865674475515 0.001306029796855685 0.001062177747457072 0.0012032218690186339 0.0010802501535921967 0.0010889498976276871 0.0012407646646357259 0.001068865703411523 0.0011645800379447655 0.0012790836278870768 0.0010177426612846486 0.0015314792664934834
leaf_count=612 556 318 602 281 54 255 235 143 143 236 475
internal_value=0 3.9452e-05 3.56472e-07 4.91094e-05 0.0001128 5.39124e-05 -0.000244427 0.00016512 0.000258542 0.000414864 0.0005943
internal_weight=0 0.0130431 0.011981 0.0106749 0.00959469 0.00850574 0.00230963 0.00619611 0.00499289 0.0037138 0.00254922
internal_count=3910 3298 2980 2424 2143 2089 490 1599 997 854 711
is_linear=0
shrinkage=0.00196078


Tree=5225
num_leaves=9
num_cat=0
split_feature=50 48 40 1 159 2 151 42
split_gain=1.59045e-05 3.90667e-05 7.17534e-05 6.5223e-05 5.61594e-05 7.62329e-05 6.41406e-05 6.99067e-05
threshold=0.088425000000000017 0.11379500000000002 -1.0000000180025095e-35 0.11198000000000001 0.082325000000000023 0.095195000000000016 -0.0074049999999999993 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.020834720661760741 -0.011729852077957015 -0.017182353635159742 0.035252530593759081 0.023862965912495995 -0.019525415969276452 -0.011220924033234315 -0.0051993049395132962 0.026227101405207294
leaf_weight=0.0011148481468823126 0.0010685473538722861 0.0010590265796886619 0.0010014436421052 0.0016713413767392472 0.0010434647230441159 0.0018462962842118961 0.0019667662285106904 0.0011058063014656259
leaf_count=369 689 145 209 325 361 569 587 656
internal_value=0 0.00105907 0.00304043 0.00612286 0.00186515 0.00563527 0.0132743 0.00611093
internal_weight=0 0.010809 0.00974997 0.00863512 0.00696378 0.00592031 0.00407402 0.00307257
internal_count=3910 3221 3076 2707 2382 2021 1452 1243
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=11
num_cat=0
split_feature=484 3 15 2 3 12 151 0 52 15
split_gain=6.23358e-05 4.50455e-05 6.221e-05 4.16668e-05 8.88496e-05 6.75591e-05 6.15616e-05 7.30242e-05 0.000135598 4.68403e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -1.0000000180025095e-35 0.12547000000000003 0.13772500000000001 0.091555000000000011 -0.0088999999999999982 -0.10071499999999999 0.086635000000000004 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 9 -9 -8
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00045848507569571588 0.00064380736174110206 -0.00033179398994501603 1.8190452428154437e-05 -0.00039135068042183026 0.00055881320122385184 -0.00043389327333081499 0.00014224955680698873 -0.00051998154539756997 0.00040987134908338993 0.00067992127106904156
leaf_weight=0.0010796827578937645 0.0010080497220113283 0.0013914193295641239 0.0015517948020251624 0.0010766361559444533 0.0010292237036330426 0.0014635535833902643 0.0015005289217020477 0.001361413019299625 0.001082287879542199 0.0010651158343430527
leaf_count=627 180 341 270 298 101 737 132 717 405 102
internal_value=0 3.25348e-05 0.000264554 -2.70362e-05 1.70671e-05 -5.38326e-05 3.30693e-05 0.000134415 -0.00010816 0.000365462
internal_weight=0 0.01253 0.00255984 0.00997018 0.00889354 0.00786432 0.00640076 0.00500935 0.0024437 0.00256564
internal_count=3910 3283 450 2833 2535 2434 1697 1356 1122 234
is_linear=0
shrinkage=0.00196078


Tree=5227
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 47 1 1 3 13
split_gain=0.000103957 6.06947e-05 9.78161e-05 8.56768e-05 0.000105321 9.14654e-05 8.04334e-05 0.000107389 7.28501e-05 8.26094e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.09112000000000002 0.085990000000000011 -0.080664999999999987 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00060029973996531829 -0.00048792414242931139 -0.00040771372079258467 0.00061594038862087803 0.00041097413414104136 0.00052891187742755419 0.00052719524704707176 -0.00048059492857128485 0.00051740711063712078 -0.00049336458504711485 -0.00025021557935812297
leaf_weight=0.00105486496377685 0.0011399207323803699 0.0010745071431396179 0.0011761814791599072 0.0013256587272106983 0.001669120958798496 0.0010585723200537342 0.0015824244909152657 0.0012862690668168355 0.0014127356569438032 0.0016074181784847897
leaf_count=612 261 137 368 609 117 162 402 250 535 457
internal_value=0 3.9129e-05 7.82972e-05 2.12354e-05 7.9613e-05 -1.10345e-05 -9.00081e-05 1.97336e-05 -0.000127567 4.86214e-05
internal_weight=0 0.0133328 0.0122583 0.0110821 0.0099422 0.00827308 0.00721451 0.00563208 0.00434581 0.00293308
internal_count=3910 3298 3161 2793 2532 2415 2253 1851 1601 1066
is_linear=0
shrinkage=0.00196078


Tree=5228
num_leaves=11
num_cat=0
split_feature=484 474 160 133 133 52 13 151 0 0
split_gain=0.000159643 7.84804e-05 6.91992e-05 0.000130148 0.000108355 0.000100742 0.000117208 8.58957e-05 0.000169341 5.73843e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090054999999999982 0.10599500000000002 0.096170000000000019 -0.083514999999999992 -0.0088999999999999982 -0.053834999999999994 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 9 -9
right_child=1 -3 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00074102164845112094 -0.00041658063580690165 0.00055210444897303191 -0.00059123401640060586 0.00053633856518617848 -0.00046466268909242859 0.00065173850707676698 -0.00052865077805782973 5.6203446264179124e-05 -0.00059070753361406482 0.00057836642786055674
leaf_weight=0.0010701402195989187 0.001354585595347668 0.0010827729357491796 0.0010847496054540674 0.001777874372955208 0.0010697009147093211 0.0015397248025997203 0.001115666030957101 0.0016944390666076461 0.0010805112680520724 0.0015487857462133786
leaf_count=612 556 318 420 382 413 135 232 143 241 458
internal_value=0 4.60786e-05 1.40963e-06 5.33004e-05 0.000124449 0.000196411 9.92726e-05 -4.35829e-05 8.15806e-05 0.00030556
internal_weight=0 0.0133488 0.012266 0.0109115 0.0098267 0.008757 0.00721728 0.0054394 0.00432374 0.00324322
internal_count=3910 3298 2980 2424 2004 1591 1456 1074 842 601
is_linear=0
shrinkage=0.00196078


Tree=5229
num_leaves=9
num_cat=0
split_feature=376 43 457 403 52 2 4 52
split_gain=1.68343e-05 4.33269e-05 4.58694e-05 6.73915e-05 7.08484e-05 6.80199e-05 8.23573e-05 5.87647e-05
threshold=0.048375000000000008 -0.15648499999999999 0.082870000000000013 0.082370000000000013 0.084240000000000023 0.10869000000000002 0.074650000000000008 -0.031409999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.014244731013423531 0.012286934497436787 -0.022575807503387946 0.011479702685719359 0.016154446417840185 -0.028246120121903591 -0.021514744424362311 0.027296353240328378 0.0091400480990519225
leaf_weight=0.0015514455346723232 0.0010049580973500198 0.001179296090176088 0.0016259018548577696 0.0010826290797748116 0.0017176990153820269 0.0016188833198751799 0.0010110800679119115 0.0011577129414999628
leaf_count=301 206 589 246 311 956 424 183 694
internal_value=0 -0.00123689 -0.00379394 -0.00699112 -0.0107397 -0.00468556 0.00345176 -0.00686433
internal_weight=0 0.0109446 0.0093932 0.0077673 0.00668467 0.00496697 0.00334809 0.00233701
internal_count=3910 3704 3403 3157 2846 1890 1466 1283
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=11
num_cat=0
split_feature=484 133 484 42 16 151 2 1 0 52
split_gain=5.90141e-05 4.54577e-05 9.30768e-05 0.000140762 0.000119087 0.000155953 0.000142067 7.82408e-05 0.000104928 7.74723e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.090359999999999982 -0.014099999999999998 -0.0088999999999999982 0.085255000000000011 0.10113500000000002 -0.10209999999999998 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 8 -7 -8
right_child=1 -3 -4 4 6 7 9 -9 -10 -11
leaf_value=-0.00044948621932075966 -0.0005240806790729666 -0.00035877070791119555 -0.0005059853940021867 -0.00056242996576459539 -0.00012522360935332918 -0.00044694122283970379 0.00044015535096918277 0.00055272213630984737 0.0002968530573061683 0.0011538137724666231
leaf_weight=0.0010712164947685046 0.0011627370784023016 0.0010601220713913765 0.0010011271866973018 0.001316856331675522 0.0010008192197920388 0.0011622372020753781 0.0013224421856869524 0.001602990156473384 0.0019570891410516005 0.0010485053306076649
leaf_count=627 326 480 341 212 256 148 464 271 721 64
internal_value=0 2.98501e-05 6.54434e-05 0.000119547 0.000199068 3.42572e-05 0.000494261 0.000200648 1.9721e-05 0.000755757
internal_weight=0 0.0126349 0.0115748 0.0105737 0.00941094 0.00603917 0.00337177 0.00472232 0.00311933 0.00237095
internal_count=3910 3283 2803 2462 2136 1352 784 1140 869 528
is_linear=0
shrinkage=0.00196078


Tree=5231
num_leaves=8
num_cat=0
split_feature=42 51 50 47 1 43 43
split_gain=1.77279e-05 3.22772e-05 3.21171e-05 5.73709e-05 8.7318e-05 8.18123e-05 5.0528e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.07992500000000001 0.077065000000000008 0.10498500000000001 -0.073139999999999983 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0087671504375321022 -0.012478490915955001 0.02357924191060674 -0.012871688188281908 -0.010497212675890322 0.033215192677079362 -0.015452747932809791 0.010447308854334578
leaf_weight=0.0019690588705829843 0.0013970175038213748 0.0014758101142271721 0.0010061227687973495 0.0016260180301738807 0.0013354607455924395 0.0018637065521949284 0.0012641568349838466
leaf_count=1060 521 390 514 251 443 541 190
internal_value=0 0.00161631 0.0039136 0.00614595 0.0107025 0.00417191 -0.00498498
internal_weight=0 0.00996829 0.00857128 0.00756515 0.00593913 0.00460367 0.00312786
internal_count=3910 2850 2329 1815 1564 1121 731
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=10
num_cat=0
split_feature=11 16 2 133 42 160 160 2 1
split_gain=1.697e-05 2.84163e-05 3.92337e-05 6.76782e-05 3.70852e-05 6.29927e-05 5.08763e-05 5.74269e-05 2.59108e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 0.087550000000000017 -1.0000000180025095e-35 0.041025000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -4
right_child=-2 2 8 -5 5 -7 7 -9 -10
leaf_value=-0.012064405677373049 -0.011804701476573913 -0.012002983533233832 0.025295799386460829 -0.023773726232317754 -0.0038119554857031866 -0.012708758857800612 0.0089545084343701075 0.039506606737510726 0.0039936898839760798
leaf_weight=0.0014173714532480656 0.0011193008753948479 0.0012196376879989564 0.0011292443767042708 0.0010657393073538425 0.0011110657745752282 0.0011648860201938288 0.0014549905019413327 0.0010659463882107597 0.0011550450280937014
leaf_count=394 279 651 346 707 535 253 233 277 235
internal_value=0 0.00113163 0.00312849 -0.000547117 0.00356714 0.00752593 0.0140158 0.0218731 0.0145244
internal_weight=0 0.0107839 0.00936656 0.00708227 0.00601653 0.00479689 0.003632 0.00252094 0.00228429
internal_count=3910 3631 3237 2656 1949 1298 1045 510 581
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=9
num_cat=0
split_feature=52 52 12 0 0 15 151 15
split_gain=1.76361e-05 3.97668e-05 2.68717e-05 2.94608e-05 3.37349e-05 7.34219e-05 5.51137e-05 4.27818e-05
threshold=-0.27466499999999994 -0.081429999999999989 0.10214500000000001 -0.061994999999999995 -0.083424999999999985 -0.0089749999999999986 -0.044604999999999992 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.012699803290761168 0.01473835880437022 -0.026254422329556187 -0.015699114147162539 0.012700768594080637 -0.018873595143502682 0.018700272764902239 -0.011062940512767946 0.014644249061566892
leaf_weight=0.0010119881910368488 0.0017868147039193762 0.0010615252623144035 0.0011740687952769184 0.0015856277044109879 0.0010541233443257829 0.0015866901096196458 0.0014055556638958553 0.0012001077012670067
leaf_count=425 546 247 376 259 835 586 316 320
internal_value=0 0.00110308 -0.00158379 0.000515668 -0.00254727 0.000728396 -0.00704753 0.000777191
internal_weight=0 0.0108545 0.0090677 0.00789363 0.006308 0.00525388 0.00366719 0.00260566
internal_count=3910 3485 2939 2563 2304 1469 883 636
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=10
num_cat=0
split_feature=1 4 16 160 151 4 16 3 42
split_gain=1.88783e-05 5.1005e-05 3.66261e-05 8.17499e-05 6.04452e-05 4.10745e-05 6.45264e-05 2.84048e-05 4.32808e-05
threshold=0.085990000000000011 -0.15796999999999997 -0.055679999999999993 -0.026849999999999995 -0.0088999999999999982 0.24280000000000004 -0.08909499999999998 -0.084129999999999996 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -6 -3 -9
right_child=2 7 3 -5 5 -7 -8 8 -10
leaf_value=0.0086667582909589602 -0.011647439167576976 -0.025448065642041412 0.01611090322475613 -0.019567640510395071 -0.010194604875345138 0.031884600606371653 0.025090930359378545 -0.020321901353072151 0.0088343901990585328
leaf_weight=0.001790855880469888 0.0010488115026095965 0.0010984781532891101 0.0010473805782208537 0.0016600952132409244 0.0010144599431437236 0.0010794872417949969 0.0010595414160772139 0.0010013574233240115 0.0010357511612199726
leaf_count=146 192 902 279 520 157 277 276 387 774
internal_value=0 -0.00479707 0.00330488 -0.00576548 0.00914878 0.0160653 0.00783165 -0.0124868 -0.00549762
internal_weight=0 0.00492644 0.00690978 0.00270748 0.0042023 0.00315349 0.002074 0.00313559 0.00203711
internal_count=3910 2209 1701 799 902 710 433 2063 1161
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=10
num_cat=0
split_feature=13 39 48 457 3 0 3 2 3
split_gain=1.65264e-05 5.02184e-05 8.43e-05 6.4617e-05 5.82442e-05 6.28598e-05 7.31351e-05 3.15849e-05 1.26029e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.083144999999999983 0.088895000000000016 -0.048154999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.010163419744644889 0.0057759034354248825 0.017466853245499698 -0.030057765790121774 0.019363747396218173 -0.026562149696570447 0.013883561253689732 -0.02649408928355125 -0.0095518210777874868 0.02163931933264325
leaf_weight=0.00139427249779494 0.0010027104512236847 0.0012387645964026294 0.0010922897639461969 0.0013663601827221001 0.0010150887359536278 0.0011947290532159155 0.0013821441967048135 0.0011088307921519381 0.0010005575317574298
leaf_count=210 238 419 144 214 150 789 1266 397 83
internal_value=0 -0.00143052 -0.00398538 -0.000456612 -0.00449622 -0.000558971 -0.00830856 0.00260282 0.0136991
internal_weight=0 0.0104015 0.00916271 0.00807042 0.00670406 0.00568897 0.0036857 0.00230356 0.00200327
internal_count=3910 3700 3281 3137 2923 2773 2452 1186 321
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=11
num_cat=0
split_feature=484 474 160 133 43 0 0 1 0 2
split_gain=0.00010554 4.95726e-05 5.62262e-05 7.64039e-05 5.46339e-05 7.07269e-05 0.000173885 7.42633e-05 0.000121761 7.02838e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090054999999999982 0.0016850000000000001 -0.053834999999999994 -0.077944999999999987 0.095575000000000007 -0.15517999999999996 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 9 -9 -5
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00060905249098967525 -0.00038008311311127049 0.00045334725615919693 -0.00044433720440993602 -0.00059169031232037905 0.00043984615090245706 -0.00029857830768472397 0.0008630702397911178 -0.00017489587256790625 0.00069902995767262793 4.9470402668242377e-05
leaf_weight=0.0010415066366829774 0.0013043056728919014 0.0010257404749079253 0.0010755485096744727 0.0011837623936245302 0.0015813637561465357 0.0018214245207110458 0.0010621080100764258 0.0013007494792541361 0.0011591635306020958 0.0014780865290378886
leaf_count=612 556 318 420 428 257 369 288 129 184 349
internal_value=0 3.96585e-05 4.19814e-06 5.12072e-05 0.000106803 4.10142e-05 0.000141039 -8.68937e-06 0.000236917 -0.000235663
internal_weight=0 0.0129923 0.0119665 0.0106622 0.00958666 0.00800529 0.00618387 0.00512176 0.00245991 0.00266185
internal_count=3910 3298 2980 2424 2004 1747 1378 1090 313 777
is_linear=0
shrinkage=0.00196078


Tree=5237
num_leaves=9
num_cat=0
split_feature=1 4 16 15 3 47 13 13
split_gain=1.84814e-05 4.38627e-05 3.41385e-05 5.43955e-05 7.49123e-05 4.80412e-05 2.85816e-05 2.50096e-05
threshold=0.085990000000000011 -0.082054999999999975 -0.09601999999999998 -0.017214999999999998 0.076695000000000013 0.08801500000000001 0.0015650000000000002 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 5 4 -4 -2 -1 -3
right_child=2 7 3 -5 -6 -7 -8 -9
leaf_value=-0.0050524636911656014 0.025002483512810109 -0.025725344761838756 0.006845663522828194 0.013340094681312649 -0.025372481565190275 -0.0031725224837742998 0.016312938434892132 -0.0051333840110125983
leaf_weight=0.0014152568071065519 0.0013885023618515726 0.0010819819324835917 0.0013783340864641285 0.0015200388287931552 0.0015148805877134644 0.0010727348685255829 0.0011229282041723947 0.0012966169698684425
leaf_count=472 374 733 394 654 148 131 158 846
internal_value=0 -0.00474348 0.00328599 -0.00197659 -0.0100237 0.0127224 0.00439989 -0.0145003
internal_weight=0 0.00491678 0.00687449 0.00441325 0.00289321 0.00246124 0.00253819 0.0023786
internal_count=3910 2209 1701 1196 542 505 630 1579
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=11
num_cat=0
split_feature=158 48 50 4 40 3 2 0 0 4
split_gain=7.35298e-05 5.62467e-05 0.000117479 0.000125573 6.93909e-05 0.000161257 0.000104904 6.43373e-05 8.3269e-05 4.72666e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -1.0000000180025095e-35 0.10420500000000001 0.095195000000000016 -0.06402999999999999 -0.10071499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00038056503979602685 -0.00050396098657475301 -0.0003957332043922869 -0.00055440726389226788 0.00079133033639264304 -4.7957259757880084e-05 0.00073013919587011568 -0.00043098686924367163 0.00056946043657517774 -0.00030359967746709571 0.00047707481319483284
leaf_weight=0.0011848078682525883 0.0010671554547794964 0.0010838736593652672 0.0010513401520127743 0.0010075050167169348 0.0011697425749999891 0.0014157992354844953 0.0016312145331081416 0.0010593960874061238 0.0017328385664792112 0.0015105410973840633
leaf_count=201 488 150 638 297 113 118 510 115 1197 83
internal_value=0 3.16815e-05 7.1064e-05 0.000132452 6.40477e-05 0.00012588 5.44873e-06 0.000135539 3.13733e-05 0.000247938
internal_weight=0 0.0128471 0.0117632 0.0107118 0.00970434 0.00851953 0.00710373 0.00547252 0.00441312 0.00268028
internal_count=3910 3422 3272 2634 2337 2136 2018 1508 1393 196
is_linear=0
shrinkage=0.00196078


Tree=5239
num_leaves=11
num_cat=0
split_feature=484 133 484 42 133 3 3 3 16 0
split_gain=6.89372e-05 5.21902e-05 7.46751e-05 0.000118503 0.000110095 0.000120663 0.000106473 9.3626e-05 8.17897e-05 8.26348e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.090359999999999982 0.065880000000000008 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.19424999999999998 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11
leaf_value=-0.00048018699057859697 -0.00046231561358472316 -0.00037997324886317408 -0.00043762578472069795 0.00060115361913632391 0.000713758725493223 -0.00058257660835558749 0.00057832196187255298 -0.00047454692165343625 0.00043638272729752193 -0.00019309794726983412
leaf_weight=0.0010913906207250428 0.001197850916700746 0.0010770704061361025 0.0010140969664730994 0.0015425302718277828 0.0013368862199585147 0.0010436476347916194 0.001226735449698208 0.0011850565640846348 0.0016379179914318203 0.0015706305364006543
leaf_count=627 326 480 341 247 371 647 356 174 117 224
internal_value=0 3.31368e-05 7.09876e-05 0.000119006 0.000191972 0.00010697 -7.42018e-06 9.93813e-05 -3.43434e-05 0.000128243
internal_weight=0 0.0128324 0.0117554 0.0107413 0.0095434 0.00820652 0.00666399 0.00562034 0.00439361 0.00320855
internal_count=3910 3283 2803 2462 2136 1765 1518 871 515 341
is_linear=0
shrinkage=0.00196078


Tree=5240
num_leaves=12
num_cat=0
split_feature=484 133 484 16 16 2 1 12 52 1 0
split_gain=0.000143371 6.50757e-05 6.98897e-05 0.000110665 0.000151723 0.000102631 6.53174e-05 9.77079e-05 4.67119e-05 7.58127e-05 3.71651e-06
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.3935300000000001 0.092340000000000019 0.11561500000000001 0.090480000000000019 0.084240000000000023 0.092550000000000007 -0.11524
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 10 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00072130381486572857 0.00028960930075705899 -0.00043484152628508723 -0.00040608459032828427 0.00025763274568529058 -0.00018873384462352508 0.00098921557796050031 0.0004090038336345613 -0.00063644423360451822 -0.00033056072319319866 -0.00021867201965774117 0.00045833385481957792
leaf_weight=0.0010178658709860877 0.0010045919804263161 0.0010113862610760431 0.0010270088918144142 0.0014802478882329374 0.0012695215500342621 0.0014687679427148317 0.001106432219529347 0.0010998796863819129 0.0011320119616945214 0.0014151094582468796 0.00100310434713838
leaf_count=612 83 472 341 375 292 241 230 401 450 172 241
internal_value=0 4.28187e-05 8.30546e-05 0.000128807 0.000378019 0.000622 -2.66856e-05 -0.000111935 1.47212e-05 0.000128915 0.000373909
internal_weight=0 0.0130181 0.0120067 0.0109797 0.00421854 0.00294902 0.00676113 0.0056547 0.00455482 0.00342281 0.0020077
internal_count=3910 3298 2826 2485 908 616 1577 1347 946 496 324
is_linear=0
shrinkage=0.00196078


Tree=5241
num_leaves=9
num_cat=0
split_feature=4 42 133 15 52 16 51 4
split_gain=1.61232e-05 2.5717e-05 3.4576e-05 6.07027e-05 4.33433e-05 6.39538e-05 6.67043e-05 3.89804e-05
threshold=0.27608500000000008 0.092145000000000019 0.065880000000000008 0.079360000000000014 -0.088354999999999989 -0.010344999999999998 0.077145000000000005 -0.081294999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=-0.014708846450300909 0.0096481655425781354 -0.013322288127243107 0.026100044964851767 -0.022560975290365014 -0.015328728106390603 0.026122754467164024 0.014055773491128399 -0.0016605410127293928
leaf_weight=0.0012449244334621339 0.0014899269910157572 0.0015575777682271417 0.0010023220636471981 0.0012652059842402719 0.0015961904686303905 0.0011960395448044553 0.0014971179569795564 0.0010211011260500397
leaf_count=369 441 700 203 791 277 250 195 684
internal_value=0 -0.00147601 0.00061531 -0.00279966 0.00171803 0.0064857 -0.00110704 0.0120909
internal_weight=0 0.0103805 0.0088229 0.00679948 0.00553427 0.00428935 0.00309331 0.00202342
internal_count=3910 3469 2769 1882 1091 722 472 887
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=12
num_cat=0
split_feature=484 4 0 0 12 48 1 2 52 16 0
split_gain=6.24103e-05 5.55427e-05 8.04966e-05 5.74659e-05 5.69044e-05 8.06281e-05 8.42496e-05 5.70557e-05 5.54123e-05 4.19191e-05 2.64896e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.0089849999999999982 0.11028500000000001 0.11198000000000001 0.092865000000000017 -0.068164999999999989 -0.091214999999999977 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 -10 -11
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.00045492886158306559 -0.00040767805007965247 -0.00037472761748364526 0.00055141275970864456 -0.00040117344431477242 0.00053174617703844536 -0.00036632913989861882 0.00066951049041998349 -0.00025328075240747594 -0.00025752541604301789 0.00043032920700554283 -7.2975576999523803e-06
leaf_weight=0.0011032589852211965 0.0010183968797434642 0.001005996215559077 0.0011971570410866791 0.0011386683795039333 0.0013896172897089601 0.0011345353095915355 0.0012031178445665435 0.0013531917598628082 0.0010532714788840866 0.0011098680810765374 0.0010209393246355977
leaf_count=627 151 385 222 222 250 104 141 495 319 392 602
internal_value=0 3.13795e-05 6.99045e-05 1.45265e-05 6.55855e-05 0.000119182 0.000196437 0.000100407 0.00020505 6.24715e-05 0.000220648
internal_weight=0 0.0126248 0.0116064 0.0104092 0.00927054 0.00826454 0.00713001 0.00592689 0.0045737 0.00318408 0.00213081
internal_count=3910 3283 3132 2910 2688 2303 2199 2058 1563 1313 994
is_linear=0
shrinkage=0.00196078


Tree=5243
num_leaves=11
num_cat=0
split_feature=484 159 160 133 12 15 13 0 0 48
split_gain=5.69207e-05 5.82224e-05 7.83989e-05 8.88992e-05 9.43576e-05 7.10265e-05 8.12968e-05 5.89279e-05 8.57354e-05 4.5621e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 -0.095799999999999982 -0.083514999999999992 -0.053834999999999994 -0.083564999999999987 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 -7 8 -8 -5
right_child=1 -3 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.0004413334080181989 -0.00047590077819605932 0.00041338967388575894 -0.00050740839598889076 0.00015379961355524088 -0.00044356699922755996 0.00072406227424397858 2.5790102629389361e-05 -0.00016110718169328698 0.00070325561940200057 -0.0004121228408222011
leaf_weight=0.0010648575857680987 0.0012629778316626079 0.0013633830403939383 0.001013369971088615 0.0011338535489605487 0.001059707967053551 0.0013110735370055193 0.0016183966438588432 0.0014175216595849281 0.0012911993078003866 0.0010593186102750658
leaf_count=627 529 400 400 213 204 273 339 253 555 117
internal_value=0 3.08709e-05 -1.58292e-05 4.28374e-05 0.000105552 0.000179857 0.00029632 0.000166718 0.000326431 -0.000119545
internal_weight=0 0.0125308 0.0111674 0.00990444 0.00889107 0.00783136 0.00563819 0.00432712 0.0029096 0.00219317
internal_count=3910 3283 2883 2354 1954 1750 1420 1147 894 330
is_linear=0
shrinkage=0.00196078


Tree=5244
num_leaves=11
num_cat=0
split_feature=484 133 42 160 52 4 15 42 1 2
split_gain=5.31246e-05 4.73088e-05 8.01818e-05 7.73071e-05 8.4661e-05 6.15199e-05 7.87698e-05 0.00011028 8.32921e-05 1.3787e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.096170000000000019 0.27020000000000005 0.085120000000000015 0.085330000000000003 0.086560000000000012 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -10
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00043112124328452975 -0.00041521107622391972 -0.00036997196606416099 -0.00026366419696910974 0.00049145681420339571 0.0006322431592127182 0.00052190824589292957 0.00043049231822044797 -0.0006432372564824561 -0.00032419013187351463 -3.4613929251352069e-06
leaf_weight=0.0010352594802540893 0.0011784925838850538 0.0010331634066849194 0.0016407457609080777 0.0011886603286515082 0.0014520139042678024 0.0011670430253468093 0.0014115063503192353 0.0010875897579094443 0.0010079589814731317 0.0010542546322474169
leaf_count=627 348 480 566 318 174 326 386 336 133 216
internal_value=0 3.14828e-05 6.85545e-05 0.00012551 0.000201808 0.000111451 2.81428e-05 -0.00010276 7.80577e-05 -0.000160226
internal_weight=0 0.0122214 0.0111883 0.0100098 0.00836903 0.00691701 0.00574997 0.00433846 0.00325087 0.00206221
internal_count=3910 3283 2803 2455 1889 1715 1389 1003 667 349
is_linear=0
shrinkage=0.00196078


Tree=5245
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 1
split_gain=5.64471e-05 4.52138e-05 7.47452e-05 9.10006e-05 0.000111896 9.82655e-05 8.01692e-05 7.06598e-05 5.59648e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00043988888171400551 -0.00039131326388005421 -0.00035912963454694957 0.00048959367357798741 0.00060219000354367312 -0.00061041525407250208 0.00049291069537003287 -0.00011800534808504146 -0.00036371660617998537 0.00043554099744313231
leaf_weight=0.0010490530527077864 0.0012100647116840288 0.0010324891661943935 0.0017932421699075616 0.0013308873648162798 0.0010562479088731579 0.0011938573979331044 0.0016265335900661937 0.0019403286091730027 0.0012356767520185466
leaf_count=627 348 480 279 469 705 394 121 277 210
internal_value=0 3.37642e-05 6.93894e-05 0.000124169 5.22496e-05 -5.89518e-05 3.81869e-05 -7.48524e-05 0.000120972
internal_weight=0 0.0124193 0.0113868 0.0101768 0.00884589 0.00705264 0.0059964 0.00480254 0.00286221
internal_count=3910 3283 2803 2455 1986 1707 1002 608 331
is_linear=0
shrinkage=0.00196078


Tree=5246
num_leaves=11
num_cat=0
split_feature=484 52 150 16 160 133 49 47 1 133
split_gain=0.000115208 7.75024e-05 8.05697e-05 9.02748e-05 5.56187e-05 7.7549e-05 6.6406e-05 7.45302e-05 9.81683e-05 7.68337e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.25185000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09550500000000002 0.090540000000000023 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 -7 8 9 -8
right_child=1 4 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00062892761688298072 0.0006966966214420376 -0.00043106843729799507 -0.00014684813687707948 2.4520191986285846e-05 -0.00040773786029887085 -0.00034270882387148194 0.00055360952039537614 0.00063239492859682215 -0.00041894255130301089 -0.00010859010337841739
leaf_weight=0.0010639603449755499 0.0018740925570618521 0.0013534651820741204 0.001376025261227893 0.0013017504225767221 0.0014464500081014173 0.0010853549921521393 0.0015422285280587528 0.0011422470027558241 0.0011469398317497928 0.0011961130136962015
leaf_count=612 447 625 151 395 723 161 178 96 251 271
internal_value=0 4.13016e-05 0.000249464 0.000421177 -6.50092e-05 5.32125e-07 9.71383e-05 0.000192094 6.26478e-05 0.000264359
internal_weight=0 0.0134647 0.00455187 0.00317584 0.0089128 0.00755933 0.00611288 0.00502753 0.00388528 0.00273834
internal_count=3910 3298 993 842 2305 1680 957 796 700 449
is_linear=0
shrinkage=0.00196078


Tree=5247
num_leaves=12
num_cat=0
split_feature=484 159 160 133 2 15 0 42 1 1 4
split_gain=0.000102701 4.86098e-05 0.000100508 0.00011462 5.53692e-05 7.49072e-05 6.58933e-05 5.03305e-05 9.98155e-05 7.86628e-05 6.11955e-05
threshold=-0.0043499999999999988 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10113500000000002 -0.073314999999999991 0.048950000000000007 -0.089744999999999978 0.086560000000000012 0.095575000000000007 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 -7 -5 10 -10 -9
right_child=1 -3 3 4 5 6 -8 8 9 -11 -12
leaf_value=-0.00058910077989886007 -0.00050654879784912206 0.0003840608145174095 -0.00053499731312300176 -0.00011642483704952267 0.00031754379582920998 -0.00064407642823409396 5.854699327682693e-05 0.00032421042342626629 -0.00029862864160036973 0.00038517326453519539 0.0009437659974595331
leaf_weight=0.0010661791261246745 0.0013268077844210751 0.0014362158299028238 0.0010947081589717878 0.0012111509265733218 0.0011948485807629855 0.0010476967229916256 0.001005811976278222 0.0013238284166312735 0.0012331426546464911 0.0013602800225664523 0.0011414318709907867
leaf_count=612 529 409 400 196 252 229 115 525 248 285 110
internal_value=0 4.32471e-05 2.25095e-06 6.58603e-05 0.000134966 -7.28038e-05 -0.00029993 0.00024261 0.000328571 6.00333e-05 0.000611069
internal_weight=0 0.0133759 0.0119397 0.0106129 0.00951819 0.00324836 0.00205351 0.00626983 0.00505868 0.00259342 0.00246526
internal_count=3910 3298 2889 2360 1960 596 344 1364 1168 533 635
is_linear=0
shrinkage=0.00196078


Tree=5248
num_leaves=11
num_cat=0
split_feature=11 133 4 157 160 133 13 15 1 3
split_gain=5.46029e-05 4.49024e-05 8.75393e-05 5.5574e-05 9.0766e-05 7.64788e-05 9.06046e-05 5.28375e-05 6.46585e-05 2.56341e-05
threshold=0.080455000000000013 0.10599500000000002 -0.41745999999999994 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 -0.053579999999999996 0.094485000000000013 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 -8 -9
right_child=-2 -3 3 4 5 6 7 9 -10 -11
leaf_value=0.00056717991341201813 -0.00044889483346437968 -0.00035986203566296229 0.00041890810393899051 -0.00051912134266572131 -0.00039639982825744865 0.00053781277377512658 -0.00014496961396193167 -0.00047136741030924978 0.00042714086095714358 -3.4736725425559033e-05
leaf_weight=0.0011744445532861662 0.0010129768602340902 0.0010713268466724752 0.0011017857239965278 0.0013392190291981699 0.0013312844874679144 0.0015261210617314724 0.0014361082878199781 0.0010123817325888239 0.0016120307206900207 0.0010563558185724678
leaf_count=149 241 546 383 714 807 329 156 266 219 100
internal_value=0 2.42035e-05 5.97056e-05 2.48196e-06 -4.67812e-05 3.25447e-05 0.000118507 -6.55204e-06 0.000157595 -0.000248411
internal_weight=0 0.0126611 0.0115897 0.0104153 0.0093135 0.00797428 0.006643 0.00511688 0.00304814 0.00206874
internal_count=3910 3669 3123 2974 2591 1877 1070 741 375 366
is_linear=0
shrinkage=0.00196078


Tree=5249
num_leaves=9
num_cat=0
split_feature=4 43 0 43 160 52 13 4
split_gain=1.93216e-05 4.69698e-05 4.95984e-05 5.01418e-05 3.74054e-05 8.7801e-05 5.73366e-05 3.23174e-05
threshold=-0.49269499999999994 -0.24333999999999997 -0.035699999999999989 0.0033500000000000005 -1.0000000180025095e-35 0.086635000000000004 -0.083514999999999992 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.013393969466829393 -0.019035965787290835 -0.0095212756036294928 0.020138370642974669 -0.019716447628925347 0.018947139281007386 0.032066924133676206 -0.017827879923296607 0.0023276358862327137
leaf_weight=0.0010021176237132246 0.0010479822217010016 0.0017587402119890296 0.001476423940003792 0.0010926133111180117 0.0012761673488562359 0.0011337003248956786 0.001360025198376324 0.0019165690344721468
leaf_count=192 199 917 284 632 404 336 625 321
internal_value=0 0.00110685 0.00321478 0.000288225 0.00322399 0.00716592 0.000965223 -0.00603837
internal_weight=0 0.0110622 0.0100142 0.00853782 0.0074452 0.00568646 0.00455276 0.00327659
internal_count=3910 3718 3519 3235 2603 1686 1350 946
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=11
num_cat=0
split_feature=11 3 151 3 150 49 52 2 1 16
split_gain=6.2743e-05 5.00203e-05 4.64587e-05 8.5744e-05 9.82377e-05 6.15441e-05 6.16791e-05 8.19688e-05 0.000100097 1.12563e-05
threshold=0.080455000000000013 -0.10628499999999998 0.056555000000000001 -0.078884999999999997 0.086765000000000023 1.0000000180025095e-35 -0.014099999999999998 0.106035 0.088495000000000018 0.23932500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 9 8 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.00032686031197545214 -0.00047159934299229039 -0.00036073359455639106 -0.00041247728630577565 0.00054313360754683381 0.00068454446149969191 -0.00033757018321623307 0.00055932795849689316 -0.00050365150336094638 -0.00020324531988472004 0.00024998699717189405
leaf_weight=0.0019160160794244553 0.001015797973394998 0.0018138346142745855 0.0010320706262233097 0.0010047875526764966 0.0010053266516275349 0.0014069574661046439 0.0012342567638998995 0.0010184855415581902 0.0014268099765135742 0.0010096179185052345
leaf_count=283 241 1584 161 194 156 414 221 184 324 148
internal_value=0 3.45832e-05 -1.6549e-05 2.46428e-05 0.000110874 2.96551e-05 0.000120395 -3.06015e-05 0.000150452 0.000396209
internal_weight=0 0.0128682 0.0109521 0.00992008 0.00810624 0.00710092 0.00569396 0.00367955 0.00266107 0.00201441
internal_count=3910 3669 3386 3225 1641 1485 1071 729 545 342
is_linear=0
shrinkage=0.00196078


Tree=5251
num_leaves=12
num_cat=0
split_feature=484 133 484 16 16 2 51 48 2 133 12
split_gain=0.000109048 7.55139e-05 9.30019e-05 0.000128298 0.000143258 0.000109501 5.79102e-05 9.90646e-05 7.17695e-05 6.90027e-05 1.02933e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.3935300000000001 0.092340000000000019 0.088715000000000002 0.086215000000000014 0.094010000000000024 -1.0000000180025095e-35 0.083175000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 -2 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00064405207812089072 -0.00024101930790747871 -0.00048796695747335618 -0.00049326444909367911 0.00024451344656552785 -0.00016127243065105549 0.00098744168767232699 0.00031557064951133728 -0.00062168915997899384 -0.00041063224910762582 0.00051606148516397578 0.00023686900762829167
leaf_weight=0.0010019196097878274 0.0010683344126685714 0.0010119222305578221 0.0010341838711147725 0.0015220053973365802 0.001296173402129658 0.0015290344457095772 0.0013666330121214123 0.0012458571402987834 0.0011529769087286002 0.0010017053510494936 0.0010294628865957982
leaf_count=612 544 472 341 375 292 241 245 168 288 114 218
internal_value=0 2.68224e-05 6.93597e-05 0.000121255 0.000384832 0.000616833 -4.56544e-05 -0.000135438 7.01959e-06 0.000162381 0.000374558
internal_weight=0 0.0132583 0.0122464 0.0112122 0.00434721 0.00305104 0.00686497 0.00549834 0.00425248 0.0030995 0.00203117
internal_count=3910 3298 2826 2485 908 616 1577 1332 1164 876 332
is_linear=0
shrinkage=0.00196078


Tree=5252
num_leaves=9
num_cat=0
split_feature=52 160 133 42 2 3 4 15
split_gain=2.08634e-05 3.70819e-05 4.32783e-05 4.50996e-05 3.83984e-05 6.96203e-05 3.06672e-05 2.23307e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088115000000000013 0.10571000000000001 -0.040669999999999991 -0.0031049999999999997 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 -1 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=-0.004494494330216761 -0.017341187805240795 -0.01679819095257094 -0.010738897290767491 0.019841982829088209 -0.014213480538508219 0.022275217326885224 0.022981304615182264 0.0034353823412836383
leaf_weight=0.0016882035484121023 0.0014799530253584887 0.0012234054311661214 0.001251223905392899 0.0013518701772044731 0.0014598549916565993 0.001304937701057281 0.0011670990188079335 0.0011709367912008475
leaf_count=807 924 742 325 407 187 135 167 216
internal_value=0 -0.0030367 0.000175106 0.00404352 -0.00127455 0.00611503 0.00577622 0.0131923
internal_weight=0 0.00807125 0.00659129 0.00536789 0.00401602 0.00255616 0.00402624 0.00233804
internal_count=3910 2720 1796 1054 647 460 1190 383
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=11
num_cat=0
split_feature=133 3 50 15 2 159 3 15 12 15
split_gain=6.84365e-05 8.69162e-05 6.76283e-05 8.9489e-05 0.000102325 4.68687e-05 6.26449e-05 6.8347e-05 0.000182972 7.83571e-05
threshold=0.10681500000000001 0.15165000000000003 0.086465000000000014 -0.16430499999999995 0.11230000000000001 0.082325000000000023 -0.10628499999999998 0.085120000000000015 0.085250000000000006 -0.094449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.00058096768958141632 -0.00050425766936613243 0.00055798437998102622 -0.00047952535532402976 0.0004941797047304478 -0.00056755537648783935 -0.00034145732062737738 -0.00016877073336403448 0.00045837955773869108 -0.00069667949313962816 0.00041245187553570116
leaf_weight=0.001013884158232929 0.0010023077409072921 0.0010877197580746569 0.0011205775121388992 0.0012825163329776802 0.0011983598470443604 0.001055098687471407 0.0016277665520583544 0.0011036001044898627 0.0013505658003663064 0.0019722833399731599
leaf_count=284 545 196 545 203 283 346 128 497 503 380
internal_value=0 2.77634e-05 -2.14263e-05 2.6983e-05 -3.15848e-05 4.49522e-05 0.000100522 1.713e-05 -8.12341e-05 0.000149651
internal_weight=0 0.0128124 0.0117247 0.0106041 0.00959019 0.00839183 0.00733673 0.00605422 0.00495062 0.00360005
internal_count=3910 3365 3169 2624 2340 2057 1711 1508 1011 508
is_linear=0
shrinkage=0.00196078


Tree=5254
num_leaves=11
num_cat=0
split_feature=484 474 160 403 3 43 48 47 4 43
split_gain=9.1717e-05 6.09489e-05 6.30491e-05 7.38831e-05 6.82517e-05 0.000112241 7.0897e-05 0.000129424 8.32989e-05 3.49284e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.087440000000000004 -0.074234999999999982 -0.089949999999999988 0.096835000000000018 0.09252500000000001 0.0057500000000000008 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -6 -7
right_child=1 -3 3 -5 6 9 -8 -9 -10 -11
leaf_value=-0.00057817928707595454 -0.00041600484350044938 0.00048920427902455956 -0.00010520660994689984 -0.00044141938145819925 -0.00021832209682439731 0.00081482877913896415 0.00037926920030069829 -0.00075533342411148016 0.00041828016906269655 0.00034204966581165226
leaf_weight=0.0010057838080506686 0.0012722581015056347 0.0010505751324169027 0.0016160253696287444 0.0010761132299784868 0.001994441767854167 0.0011255065646924938 0.0012116523481589363 0.001053598745831566 0.0013088423434048299 0.0012886741774505201
leaf_count=612 556 318 325 281 354 139 150 59 278 838
internal_value=0 3.64133e-05 -3.40312e-06 4.57719e-05 0.000100391 0.000294742 -4.02698e-05 -0.000156944 3.39154e-05 0.000562462
internal_weight=0 0.0129977 0.0119471 0.0106749 0.00959874 0.00403021 0.00556854 0.00435688 0.00330328 0.00241418
internal_count=3910 3298 2980 2424 2143 1302 841 691 632 977
is_linear=0
shrinkage=0.00196078


Tree=5255
num_leaves=10
num_cat=0
split_feature=484 52 52 49 48 0 0 0 43
split_gain=4.59845e-05 4.23299e-05 6.48041e-05 2.97484e-05 6.33323e-05 6.80733e-05 7.48805e-05 6.58702e-05 0.000108486
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.073145000000000016 0.088120000000000018 -0.14534499999999997 -0.10209999999999998 -0.083424999999999985 0.013605000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 -9
right_child=1 3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00039983958212868546 -0.00014735211860874401 0.00043142663624646171 0.00044705343250605293 0.000219498150059106 -0.00048441570103040709 -0.00057524191039846114 0.00033053902297268726 -0.00043256393126423317 0.00035393221328614905
leaf_weight=0.0010656271559163809 0.0011210362720255099 0.0011186185552420676 0.0019009308709488702 0.0014404246940208374 0.0012907468874397239 0.0010327425176060289 0.0015979303764785285 0.0019641996877748785 0.00102674793590051
leaf_count=627 379 170 430 391 185 124 569 788 247
internal_value=0 2.44933e-05 0.000226551 -3.99758e-05 -8.65146e-05 -1.0317e-05 -9.82174e-05 9.13852e-06 -0.000162571
internal_weight=0 0.0124934 0.00302197 0.00947141 0.00803099 0.00674024 0.00562162 0.00458888 0.00299095
internal_count=3910 3283 809 2474 2083 1898 1728 1604 1035
is_linear=0
shrinkage=0.00196078


Tree=5256
num_leaves=9
num_cat=0
split_feature=11 48 42 160 133 1 1 16
split_gain=1.88556e-05 2.79654e-05 4.23666e-05 4.96756e-05 7.45053e-05 4.2823e-05 5.34943e-05 3.64858e-05
threshold=0.078340000000000007 0.095825000000000007 0.086325000000000013 -0.081069999999999989 0.083815000000000014 0.076710000000000014 0.092550000000000007 -0.090494999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -4
right_child=-2 -3 7 4 -6 6 -8 -9
leaf_value=0.020356429768186829 -0.01297968573868287 0.013384059245557942 0.0017942883425608994 -0.023014953931447729 0.019347001861597768 0.012552552701335738 -0.013232017183872928 -0.023384802587143576
leaf_weight=0.0013237248322861923 0.0010413435323801531 0.0015868224212695304 0.0010062462523747055 0.0012530460290599262 0.0013667865287718033 0.0015042129629076406 0.0017300062680887455 0.0013443874572325472
leaf_count=380 263 361 340 617 429 230 346 944
internal_value=0 0.00109277 -0.000954174 0.00286175 -0.00109417 -0.0073204 -0.00123979 -0.0126063
internal_weight=0 0.0111152 0.00952841 0.00717778 0.00585405 0.00448727 0.00323422 0.00235063
internal_count=3910 3647 3286 2002 1622 1193 576 1284
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 52 13 2 0
split_gain=0.000101851 5.80013e-05 7.03416e-05 0.000128936 0.00013168 9.90042e-05 5.17141e-05 4.63889e-05 6.53801e-05 4.20614e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 0.090640000000000012 -0.083924999999999986 0.097135000000000013 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2 9 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00073648482202995401 0.00017485260493704441 -0.00052447882255801073 -0.00054374810149921576 0.00034934570823788049 0.0008616911816053932 -0.00038279970624981462 -0.00056641290553237464 -0.00025382937858829029 -0.00058155525586894971 0.00025615161274527003
leaf_weight=0.0010066066307454899 0.001698505358598701 0.0010738495398046393 0.0010057651042347506 0.0018045351530063534 0.0010758614849024103 0.0011708289746187219 0.001065760672936871 0.0014427817077898759 0.0012529250653077885 0.0010926742648549636
leaf_count=612 414 481 341 530 91 280 404 99 191 467
internal_value=0 -8.84984e-05 -4.81718e-05 -1.16691e-06 0.000273812 6.12408e-05 -0.000171175 -9.44046e-05 -0.000215125 -3.40491e-05
internal_weight=0 0.0126835 0.0116096 0.0106039 0.00405123 0.00297536 0.00655265 0.00548689 0.00378838 0.00253546
internal_count=3910 3298 2817 2476 901 810 1575 1171 757 566
is_linear=0
shrinkage=0.00196078


Tree=5258
num_leaves=9
num_cat=0
split_feature=1 1 13 13 2 16 3 3
split_gain=1.68618e-05 3.8736e-05 4.94132e-05 5.50095e-05 3.31593e-05 5.56479e-05 3.20871e-05 6.74387e-05
threshold=0.10498500000000001 0.092550000000000007 -0.028919999999999998 -0.09547499999999999 0.086915000000000006 -0.083144999999999983 -0.075954999999999981 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -2 -8
right_child=6 -3 4 -5 5 -7 7 -9
leaf_value=0.00087837385292513091 -0.0097493998934703938 -0.019678810697084707 0.017653801058123909 -0.027800537802782566 0.014707915544041619 -0.016587736003499897 0.027158558983129039 -0.0027772892881757472
leaf_weight=0.0017421848678222693 0.0010956558815558674 0.0011752172046360044 0.0017138325423714136 0.0010855769476606565 0.0011489631223343677 0.0011240050444880001 0.0013275564100139424 0.0017373772260478768
leaf_count=249 249 427 463 1269 213 430 348 262
internal_value=0 -0.00291202 -2.04739e-05 -0.0101315 0.00715105 -0.000768091 0.00493856 0.0101892
internal_weight=0 0.00798978 0.00681456 0.00282776 0.0039868 0.00227297 0.00416059 0.00306493
internal_count=3910 3051 2624 1518 1106 643 859 610
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=8
num_cat=0
split_feature=474 160 133 42 48 0 0
split_gain=1.58611e-05 5.99327e-05 6.94415e-05 3.76583e-05 7.6896e-05 7.6991e-05 6.98478e-05
threshold=0.084145000000000011 -1.0000000180025095e-35 -0.0023199999999999996 0.088115000000000013 0.087945000000000009 -0.10575999999999998 -0.017269999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.018859327744837905 0.011794108905618184 -0.018921754670486415 0.029740085786518225 0.01733501335088079 -0.015488540399787989 -0.012870632933901975 0.018111618652021079
leaf_weight=0.0016531655748371907 0.0010102992509370369 0.0013834014342826812 0.0012487648335450887 0.0019731624751147857 0.0018631053437676171 0.00172887761271792 0.0012564959935846315
leaf_count=904 450 843 201 582 273 483 174
internal_value=0 -0.00129308 0.00177869 0.00532709 0.00144115 0.00889055 0.000169301
internal_weight=0 0.011107 0.00945381 0.00807041 0.00609724 0.00423414 0.00298537
internal_count=3910 3460 2556 1713 1131 858 657
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=13
num_cat=0
split_feature=11 133 484 40 3 15 16 2 4 2 0 0
split_gain=0.000123821 0.000108234 0.000142695 0.000121797 0.000119953 0.000104832 0.000214626 0.000160693 9.78629e-05 6.70704e-05 6.03806e-05 5.51857e-05
threshold=0.08184000000000001 0.10681500000000001 0.08764000000000001 -0.074429999999999982 -0.10628499999999998 0.083935000000000023 -0.19424999999999998 0.097940000000000013 0.0057500000000000008 0.086130000000000012 -0.083934999999999996 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -8 -7 -10
right_child=-2 -3 -4 4 5 10 7 -9 11 -11 -12 -13
leaf_value=0.00077778341203445429 -0.00065746070194802652 -0.0005426488009559234 -0.00062660412158044006 0.00054448384218347672 -0.00072799041585951368 0.0007205119547857334 -5.3754137427303214e-05 0.0005803222075240705 0.00049610848011825547 -0.00074251466264355429 5.4453495733610637e-05 -0.00015161551523265642
leaf_weight=0.0010481193791516885 0.0010771710087108472 0.0011632865693845607 0.0010145531123199767 0.0017982756813364449 0.0016998056581889734 0.0010274127448342101 0.0010017502223816784 0.0016579541766799941 0.0010065085300155485 0.0011884339851306149 0.0010664256023416073 0.0010164003771562626
leaf_count=263 224 539 322 215 238 311 373 355 45 366 510 149
internal_value=0 3.12725e-05 8.06332e-05 0.000137985 7.94845e-05 -7.03627e-06 -0.000114431 6.32094e-05 -0.000140287 -0.000427488 0.000381278 0.000170663
internal_weight=0 0.0146889 0.0135256 0.0125111 0.011463 0.00966469 0.00757085 0.00587105 0.00421309 0.00219018 0.00209384 0.00202291
internal_count=3910 3686 3147 2825 2562 2347 1526 1288 933 739 821 194
is_linear=0
shrinkage=0.00196078


Tree=5261
num_leaves=10
num_cat=0
split_feature=133 160 474 42 160 43 43 16 0
split_gain=1.7737e-05 3.46235e-05 8.98152e-05 3.53533e-05 4.40443e-05 6.76476e-05 0.000128348 5.24609e-05 7.38132e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.080165000000000014 -1.0000000180025095e-35 0.099550000000000013 -0.074254999999999988 -0.089949999999999988 -0.013024999999999998 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -7
right_child=1 3 -4 4 -6 7 -8 -9 -10
leaf_value=0.010316981846850202 -0.029814243771170292 -0.013518521243509772 0.0098407636538602513 -0.0029652178753943894 -0.014948634119349241 -0.012508431281737434 0.046480629498456105 -0.017740026518906313 0.020889612017712819
leaf_weight=0.0014185122064751298 0.0013005378980489447 0.0013352723581502345 0.0010184061895745721 0.001040908213767571 0.001024442189365561 0.0011122826380251551 0.0010591092268251901 0.0011948858495719611 0.001633721950844546
leaf_count=604 750 618 336 173 234 116 289 278 512
internal_value=0 -0.00158201 -0.012399 0.00140397 0.00422415 0.00747556 0.021972 -0.000249284 0.00736157
internal_weight=0 0.0107196 0.00231894 0.00840062 0.00706535 0.00604091 0.00210002 0.00394089 0.002746
internal_count=3910 3306 1086 2220 1602 1368 462 906 628
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=9
num_cat=0
split_feature=4 16 151 47 2 4 2 2
split_gain=1.89052e-05 2.62162e-05 3.21671e-05 3.14286e-05 4.85604e-05 8.30636e-05 7.32127e-05 7.26511e-05
threshold=0.27608500000000008 -0.38486499999999996 -0.08341999999999998 0.09550500000000002 0.086545000000000025 -0.029114999999999999 0.095195000000000016 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8
right_child=-2 2 3 -5 6 -7 7 -9
leaf_value=-0.016484402579620774 0.010244301632934908 0.016624666275070504 -4.9033526197579171e-05 0.011140561699422617 0.017384327944551105 -0.037173793175655348 -0.024533331953665423 0.0078706942548739493
leaf_weight=0.0010734401796207915 0.0015233713905581292 0.0010371150767152287 0.0013868879656066101 0.0014909107560397766 0.0017389738288956973 0.0010658370030267811 0.0014245236065807344 0.0013453467586006713
leaf_count=182 441 383 877 254 719 257 430 367
internal_value=0 -0.00167202 3.52605e-06 -0.00203588 -0.00485779 -0.0161817 0.00130219 -0.00879445
internal_weight=0 0.010563 0.00948959 0.00845248 0.00696157 0.00245272 0.00450884 0.00276987
internal_count=3910 3469 3287 2904 2650 1134 1516 797
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=11
num_cat=0
split_feature=484 48 4 42 47 133 0 4 16 4
split_gain=0.000100592 5.98823e-05 0.00011042 8.63443e-05 6.89022e-05 8.96354e-05 9.63012e-05 0.000104546 0.00011282 6.75061e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 0.092145000000000019 0.09550500000000002 0.065880000000000008 -0.22851499999999997 -0.0021099999999999995 -0.008069999999999999 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 -7
right_child=1 -3 -4 -5 -6 9 7 -9 -10 -11
leaf_value=-0.00059717123961769804 0.00039107754779027791 -0.00040466405336315087 0.0006606031420198122 -0.00038685070943186769 0.0005570470771462877 0.00069439473632203978 -0.00040815156892105761 -0.00064785104332273208 0.00033527908819249201 1.9721388474450778e-05
leaf_weight=0.0010425965220431715 0.0012232246948755739 0.0010901844323268238 0.0011235382574972764 0.0017299156225839196 0.0010751893232126006 0.0011473202440234614 0.0015128642937566649 0.0015270346354921615 0.0016308129012269157 0.0011335035546481973
leaf_count=612 62 137 368 543 150 148 777 293 351 469
internal_value=0 3.54868e-05 7.51323e-05 1.52227e-05 9.04181e-05 2.90445e-05 -9.86804e-05 -0.000226944 -2.24897e-05 0.000359102
internal_weight=0 0.0131936 0.0121034 0.0109799 0.00924995 0.00817476 0.00589394 0.00467071 0.00314368 0.00228082
internal_count=3910 3298 3161 2793 2250 2100 1483 1421 1128 617
is_linear=0
shrinkage=0.00196078


Tree=5264
num_leaves=12
num_cat=0
split_feature=158 48 50 4 151 49 160 133 2 13 2
split_gain=4.4664e-05 6.03659e-05 8.31844e-05 0.000103911 5.84923e-05 5.86193e-05 6.12788e-05 0.000102565 7.95122e-05 9.18464e-05 4.237e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -0.051109999999999996 -0.07107999999999999 -0.075234999999999982 -1.0000000180025095e-35 0.10184000000000001 -0.060719999999999989 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 9 -9 -11
right_child=-2 -3 -4 -5 5 6 7 8 -10 10 -12
leaf_value=0.00043253246689821016 -0.00040048301512061486 -0.00041854661818536282 -0.00046490074641228503 0.00072021099978702562 -0.00043990364219092891 0.00047893910437273762 -0.000593291049538498 0.00072209331421845262 -0.00032686119669818895 -0.00019369318019896037 0.00032122916541332504
leaf_weight=0.001355391459948836 0.0010245320881524947 0.0010757994458900676 0.0010269504933829382 0.0010021977076400375 0.0010494533385134643 0.0011128408604671337 0.0010042680646630189 0.0010818211017624094 0.0012653952645145013 0.0013681163481251777 0.0011151553797694961
leaf_count=373 488 150 638 297 143 308 601 325 270 140 177
internal_value=0 2.54176e-05 6.73815e-05 0.000120172 5.58726e-05 -7.96616e-06 5.72792e-05 -2.31424e-05 9.53926e-05 0.000245268 3.75415e-05
internal_weight=0 0.0124574 0.0113816 0.0103546 0.00935244 0.00799705 0.0069476 0.00583476 0.00483049 0.00356509 0.00248327
internal_count=3910 3422 3272 2634 2337 1964 1821 1513 912 642 317
is_linear=0
shrinkage=0.00196078


Tree=5265
num_leaves=10
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split_feature=47 4 47 43 16 1 1 3 52
split_gain=1.62261e-05 5.2933e-05 4.70115e-05 3.52029e-05 0.000106968 8.6994e-05 5.22022e-05 5.80054e-05 1.38154e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.016855305303365143 -0.012038916209796482 0.016080055281256136 -0.022254268516269434 -0.01337710793901121 -0.026816401958397514 0.03062895458559748 -0.018326846163285865 0.022606503585921742 0.0031334457279488873
leaf_weight=0.0011158249905411479 0.0010510917230226848 0.0019151536399185176 0.0010367348405106629 0.0010263436673493271 0.0014159770812982682 0.0010031846092960657 0.0013581672763005857 0.0011875103877758736 0.0010011854926216235
leaf_count=209 145 500 297 705 410 249 463 167 765
internal_value=0 0.000962818 -0.00220307 0.000360727 -0.00227144 0.00396111 -0.00188879 0.00505534 -0.00522426
internal_weight=0 0.0110601 0.00914493 0.00810819 0.00699237 0.00557639 0.00457321 0.00321504 0.00202753
internal_count=3910 3765 3265 2968 2759 2349 2100 1637 1470
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 52 4 16
split_gain=1.93041e-05 4.7296e-05 8.11218e-05 5.05614e-05 5.08463e-05 5.51609e-05 0.000122829 9.55794e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 0.090300000000000005 0.074650000000000008 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.011097610935344783 0.014324241167279908 0.016644668339601067 -0.029047108482610724 0.016856349740554961 -0.023750782487336964 -0.019316070695420785 0.031336622851535205 -0.019805365196801209
leaf_weight=0.0013547411958600318 0.0014255099498051349 0.0012578955021213178 0.0011371374886446741 0.0013872030091686104 0.001102610404467034 0.0012122444363918024 0.0012557505554211881 0.0019334868526865775
leaf_count=196 658 424 144 214 156 740 217 1161
internal_value=0 -0.0015718 -0.00399559 -0.000570359 -0.00405893 -0.000332742 0.00465397 -0.00532125
internal_weight=0 0.0107118 0.00945394 0.00831681 0.0069296 0.00582699 0.00461475 0.003359
internal_count=3910 3714 3290 3146 2932 2776 2036 1819
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=9
num_cat=0
split_feature=11 3 3 49 48 43 160 2
split_gain=1.75582e-05 3.50865e-05 3.21198e-05 3.4964e-05 5.27113e-05 3.45814e-05 6.18021e-05 5.13645e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 0.08784500000000002 -0.074254999999999988 -0.022899999999999997 0.091525000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.015665902017010465 -0.012008844693224038 -0.013466372741994232 -0.02574601007111308 0.020262420881634807 0.0052290706020250823 0.022034566310288967 -0.020422468968535699 0.0054297690225415711
leaf_weight=0.0014348629024806244 0.0011284864241217591 0.0017222409814911677 0.0010153702357978108 0.001284841150920449 0.0011971067733487252 0.0010912996204281342 0.0013392848149754374 0.0018034268191424838
leaf_count=247 279 1646 218 369 155 287 287 422
internal_value=0 0.00109521 -0.00111633 0.00163478 -0.0089863 0.00589271 0.00153212 -0.00558731
internal_weight=0 0.0108884 0.00945357 0.00773133 0.00221248 0.00551885 0.00423401 0.00314271
internal_count=3910 3631 3384 1738 373 1365 996 709
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=8
num_cat=0
split_feature=1 0 3 16 48 1 1
split_gain=1.68669e-05 5.05343e-05 6.38987e-05 3.0849e-05 3.21996e-05 6.26256e-05 9.0452e-05
threshold=0.085990000000000011 -0.083674999999999986 -0.089604999999999976 0.064860000000000015 0.087945000000000009 0.092550000000000007 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.017360711094856658 0.030309195464487872 0.018080642683904514 -0.010629156056572133 -0.010054537759619359 -0.0037919540808477436 -0.015353927133927976 0.02423427505972342
leaf_weight=0.0019069094655084543 0.0012355009549913139 0.0015082198712889081 0.0015951438320898916 0.0014273855648893304 0.0019814690281900341 0.0012824360857937487 0.0010494336684665759
leaf_count=1178 320 308 723 370 290 389 332
internal_value=0 -0.0045488 0.00332367 0.0030566 0.00642931 0.0121066 0.00246233
internal_weight=0 0.00501027 0.00310336 0.00697623 0.00554884 0.00356737 0.00233187
internal_count=3910 2209 1031 1701 1331 1041 721
is_linear=0
shrinkage=0.1


Tree=5269
num_leaves=12
num_cat=0
split_feature=158 48 50 4 40 47 3 1 48 133 3
split_gain=6.24631e-05 6.90566e-05 0.000111419 9.79403e-05 6.88755e-05 0.000115543 0.000108194 6.69486e-05 6.52615e-05 7.59668e-05 5.77479e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.09112000000000002 0.083775000000000002 1.0000000180025095e-35 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00037699635374056575 -0.0004709397647601335 -0.00044357033191741235 -0.00053480807710047196 0.00071006131908528966 0.00041938473119996491 0.00072157413159667312 0.00059566524059843624 -0.00045613238699489565 0.00042340401940952672 -0.00052792211391256016 -0.00020733732211175647
leaf_weight=0.0011461862537818076 0.0010364431141620606 0.0010812451253211968 0.0010464385020110588 0.0010308685914471741 0.0011318967889727355 0.0011191189908810253 0.0011430032815996152 0.0013011462344212884 0.001281999084211552 0.0010690687757513996 0.0011291347233404608
leaf_count=199 488 150 638 300 213 170 111 276 188 645 532
internal_value=0 3.00083e-05 7.49298e-05 0.000136563 7.314e-05 0.000136249 4.34167e-05 -6.33304e-05 4.74853e-05 -9.72333e-05 0.000106407
internal_weight=0 0.0124801 0.0113989 0.0103524 0.00932155 0.00817537 0.00705625 0.00591325 0.0046121 0.0033301 0.00226103
internal_count=3910 3422 3272 2634 2334 2135 1965 1854 1578 1390 745
is_linear=0
shrinkage=0.00196078


Tree=5270
num_leaves=10
num_cat=0
split_feature=13 39 48 457 3 0 4 2 3
split_gain=1.66128e-05 3.65899e-05 6.48453e-05 4.42805e-05 4.93887e-05 5.50624e-05 6.95289e-05 2.68804e-05 1.8817e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.088585000000000011 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0099710892365738185 0.0035315866454056241 0.01463840727691351 -0.026111855909527883 0.015827911348965468 -0.024122562978415269 0.013423903286965938 -0.024599521707001373 -0.0083620072987608055 0.022717668668719233
leaf_weight=0.0014374501370029305 0.0010446391116605979 0.0012412164324754121 0.0011284051935004152 0.0013750294101404024 0.0010211034773767785 0.0012307501273210973 0.001451737655247616 0.0010491163551748857 0.0010010327692571157
leaf_count=210 244 419 144 214 150 760 1399 293 77
internal_value=0 -0.00148876 -0.00364074 -0.00053842 -0.00384865 -0.000265339 -0.00749364 0.00339877 0.0129201
internal_weight=0 0.010543 0.00930181 0.00817341 0.00679838 0.00577728 0.0037316 0.00227987 0.00204567
internal_count=3910 3700 3281 3137 2923 2773 2452 1053 321
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=10
num_cat=0
split_feature=4 12 3 4 0 3 15 3 4
split_gain=1.92827e-05 3.02697e-05 4.56272e-05 5.57751e-05 6.20401e-05 7.94873e-05 6.87051e-05 5.17404e-05 3.80518e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 -0.06402999999999999 -0.089974999999999986 0.083935000000000023 -1.0000000180025095e-35 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9
right_child=-2 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.017182532281071503 0.010476733815176855 -0.022155704558805965 0.019339760001272483 -0.028260322392608863 0.021250637066004382 -0.023796718973645738 0.021006014022435113 -0.0089582757462423872 0.017000626167361307
leaf_weight=0.0011174343445113201 0.0015053373560769039 0.0012098171084824732 0.0011022315721422775 0.0010440894757184106 0.0012539383740641473 0.0010584532818101863 0.0013792196962800927 0.0012290084916937935 0.0010446598693292231
leaf_count=300 441 241 101 528 260 974 923 93 49
internal_value=0 -0.00162976 0.000234674 -0.00232741 0.00109496 -0.00329637 0.00223594 -0.0055333 0.0029688
internal_weight=0 0.0104389 0.00932142 0.00821919 0.00700937 0.00575543 0.00471134 0.00333212 0.00227367
internal_count=3910 3469 3169 3068 2827 2567 2039 1116 142
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=11
num_cat=0
split_feature=133 13 42 47 43 4 51 3 1 4
split_gain=5.33609e-05 7.76257e-05 5.14636e-05 8.1128e-05 7.58513e-05 0.000107315 7.09064e-05 6.58572e-05 5.14328e-05 7.17343e-05
threshold=0.10599500000000002 -0.26418499999999995 -0.090359999999999982 0.10887000000000001 -0.06705499999999999 -0.078484999999999985 0.085845000000000019 -0.078669999999999976 0.10498500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 8 -4 9 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.00051618554829050182 -0.00043564916216882001 -0.00040733484560110533 0.0001226632841226988 -0.00050337440452980083 -0.00049468744145372552 0.00047819588519013809 -0.000294739608099573 0.00074545115589599766 0.00061256197193677571 -0.00022120468767680248
leaf_weight=0.0011296058705708234 0.0010424882524730653 0.001197147684421431 0.0018023979524093949 0.0010107529732542699 0.0015052947961627112 0.0010174687120054864 0.001224773285238445 0.0010235008939485292 0.0010645377640070884 0.0012645283170742297
leaf_count=179 557 385 720 176 600 324 119 433 168 249
internal_value=0 2.64708e-05 -2.3319e-05 2.30556e-05 8.28243e-05 -4.06007e-05 0.000108926 0.000348228 0.000256661 9.06354e-05
internal_weight=0 0.01224 0.0111104 0.00991325 0.0089025 0.0060766 0.00457131 0.0028259 0.00334653 0.002282
internal_count=3910 3353 3174 2789 2613 1460 860 1153 741 573
is_linear=0
shrinkage=0.00196078


Tree=5273
num_leaves=12
num_cat=0
split_feature=484 474 160 133 151 4 4 16 42 0 16
split_gain=0.000106135 5.49278e-05 6.43385e-05 9.14877e-05 7.66636e-05 6.66448e-05 5.79036e-05 9.19385e-05 8.26093e-05 8.55808e-05 0.000124525
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 -0.090054999999999982 -0.0088999999999999982 0.25367000000000006 -0.082054999999999975 0.15737500000000001 0.088235000000000022 -0.10071499999999999 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 10 -8
right_child=1 -3 3 4 5 -7 8 -9 -10 -11 -12
leaf_value=-0.00061732059493623871 -0.00040569506664052781 0.00046963628488099455 -0.0004925039687285475 -0.00026291736829656663 0.0006538318901270347 0.00064480910505409497 -0.00044044081099014831 -8.0141855789312669e-05 0.00044617767907782432 -0.00065500643536191641 0.00053142770974969858
leaf_weight=0.0010147640256025449 0.0013166504644008458 0.0010563965551318331 0.0010614310888766862 0.001704757765224268 0.0015672843632353571 0.0010938215819144229 0.0010170285128575443 0.001128641391175504 0.0010661657896825797 0.0010085870760107732 0.0010104998652183577
leaf_count=612 556 318 420 343 423 242 58 126 370 370 72
internal_value=0 4.1034e-05 3.22361e-06 5.37389e-05 0.000114155 0.000195606 0.00012333 0.000346556 -2.33687e-05 -0.000188255 4.39287e-05
internal_weight=0 0.0130313 0.0119749 0.0106582 0.00959679 0.00789203 0.00679821 0.00269593 0.00410228 0.00303612 0.00202753
internal_count=3910 3298 2980 2424 2004 1661 1419 549 870 500 130
is_linear=0
shrinkage=0.00196078


Tree=5274
num_leaves=9
num_cat=0
split_feature=3 1 2 160 2 2 3 48
split_gain=1.71286e-05 2.92861e-05 4.62467e-05 5.36133e-05 3.5697e-05 3.51075e-05 4.56803e-05 7.8663e-05
threshold=-0.15464999999999998 0.090355000000000005 0.086545000000000025 0.084835000000000008 0.091525000000000009 0.11462500000000002 -0.074234999999999982 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -3 -8
right_child=1 5 3 -5 -6 -7 7 -9
leaf_value=0.012237001414479413 -0.02204535539221409 0.016219776762778412 -0.023096892843174593 0.018759810447601374 8.2720192417260396e-05 0.016468967979637605 -0.020192879770740579 0.014306617698869054
leaf_weight=0.0010278045156560693 0.0014139733814296958 0.0010931458710089163 0.0010075320559114812 0.0010215564502207676 0.0019507335849629685 0.0015755086896532032 0.0018399288445834115 0.0010313995398264434
leaf_count=259 857 345 582 248 704 368 368 179
internal_value=0 -0.00126552 -0.0065106 -0.000991323 -0.00781184 0.00384116 -0.00117722 -0.00780044
internal_weight=0 0.0109338 0.0053938 0.00397982 0.00295827 0.00553998 0.00396447 0.00287133
internal_count=3910 3651 2391 1534 1286 1260 892 547
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=9
num_cat=0
split_feature=12 13 48 4 47 150 1 13
split_gain=1.89448e-05 3.2857e-05 3.7855e-05 4.01198e-05 7.84528e-05 7.09576e-05 7.03077e-05 2.72975e-05
threshold=0.10852500000000001 -0.23438999999999996 0.11028500000000001 -0.08422499999999998 0.09252500000000001 0.086420000000000011 0.090355000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.018098159362317689 -0.013066661235524813 -0.01095961946680948 -0.017317910557409607 -0.001198398535316678 -0.016318985979330576 -0.010499200625771917 0.034326291343194912 0.019386667187009658
leaf_weight=0.0010328790522332607 0.0010289169463977435 0.0019535842183345661 0.0011969675926043694 0.001576576946541356 0.0013407539977847438 0.0012187540716073883 0.0014914326513982062 0.001089279041246982
leaf_count=196 319 693 168 1194 229 315 536 260
internal_value=0 0.00112855 -0.000647766 0.00165359 0.00532215 0.0107193 0.0169398 0.00721274
internal_weight=0 0.0109002 0.00986735 0.00867038 0.0067168 0.00537604 0.00415729 0.00266586
internal_count=3910 3591 3395 3227 2534 2305 1990 1454
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=11
num_cat=0
split_feature=484 474 52 52 2 13 13 3 3 2
split_gain=0.000104888 6.99185e-05 6.57974e-05 8.87688e-05 7.79073e-05 2.99871e-05 5.93979e-05 5.71947e-05 0.000110311 5.31161e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.081429999999999989 -0.0041199999999999995 0.086545000000000025 -0.014114999999999997 -0.094679999999999986 0.090325000000000003 -0.08323499999999999 0.106035
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 9 8 -7 -5
right_child=1 -3 3 5 -6 7 -8 -9 -10 -11
leaf_value=-0.00061825549676013103 -0.00010760259350857912 0.0005245102865146493 -0.00055852093648191953 0.00031496985835483075 0.00057658309449869823 -0.00010285517156587601 -0.00050332400345397266 -0.0002965035445242924 0.00059225439609031654 -0.00028260584913820513
leaf_weight=0.0010028755933062317 0.0011487198547120016 0.0010518810183463853 0.0012831698621239363 0.001247490776981745 0.001444481554776876 0.0018840285099074102 0.001158162166787637 0.0010702601851254046 0.0016433821457096174 0.0010559340996511095
leaf_count=612 215 318 214 200 445 537 899 106 255 109
internal_value=0 3.98894e-05 -2.82e-06 -7.95208e-05 0.000273507 -3.25584e-06 -0.000141098 0.000100525 0.000220989 4.10297e-05
internal_weight=0 0.0129875 0.0119356 0.00934243 0.0025932 0.00805926 0.00346159 0.00459767 0.00352741 0.00230342
internal_count=3910 3298 2980 2320 660 2106 1208 898 792 309
is_linear=0
shrinkage=0.00196078


Tree=5277
num_leaves=10
num_cat=0
split_feature=133 484 42 0 3 160 43 13 49
split_gain=6.24829e-05 6.35727e-05 7.03402e-05 7.12319e-05 6.14781e-05 5.57478e-05 5.17892e-05 4.17017e-05 8.28494e-05
threshold=0.10599500000000002 -1.0000000180025095e-35 -0.090359999999999982 0.10302000000000001 -0.11266 -1.0000000180025095e-35 -0.074254999999999988 -0.014114999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -9
right_child=-2 2 3 -5 5 6 7 8 -10
leaf_value=-0.0004311136945220821 -0.00045540251835839184 -0.00037135196180129748 0.00046713988202259021 0.0006007562245102661 -0.000352843002162499 0.000371456177642365 -0.00029658673294668029 -0.00027366170651998788 0.00037053756218156253
leaf_weight=0.0010273202699033453 0.0010817733860676365 0.0011969479790081622 0.0013071461569904991 0.0011067832172148582 0.0013611678661779036 0.001751465378281288 0.0014747232440579824 0.0013136705553028485 0.0018463313382491274
leaf_count=550 557 348 188 164 621 423 594 113 352
internal_value=0 3.59863e-05 7.82342e-05 0.000131193 7.37958e-05 7.43021e-06 8.42197e-05 -2.43271e-05 0.000102732
internal_weight=0 0.0123856 0.0113582 0.0101613 0.0090545 0.00774736 0.00638619 0.00463473 0.00316
internal_count=3910 3353 2803 2455 2291 2103 1482 1059 465
is_linear=0
shrinkage=0.00196078


Tree=5278
num_leaves=11
num_cat=0
split_feature=158 48 50 4 40 47 16 16 15 16
split_gain=7.01201e-05 6.22816e-05 0.00010494 8.50751e-05 8.01452e-05 0.000128545 8.67875e-05 6.66187e-05 0.000105234 6.29173e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 -0.014099999999999998 -0.089559999999999987 0.085120000000000015 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -8
right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11
leaf_value=-0.00041171599018805882 -0.00050603649003053293 -0.00041973493438857444 -0.00052025549978296497 0.00067167068287863826 -0.00026160134069193558 0.0007571353186039023 0.0006732175371214757 -0.00053858004882402207 0.00052874859380974009 8.3344717375111754e-05
leaf_weight=0.0011452614933680312 0.0010138612916752677 0.00108008539510229 0.0010413683199810278 0.0010156720802633251 0.0018372984271751583 0.0011264909587565698 0.0010826913266403877 0.0011725660256686017 0.0010003633940196821 0.0019424998244644788
leaf_count=199 488 150 638 300 271 170 369 696 133 496
internal_value=0 3.02161e-05 7.29806e-05 0.000132826 7.40233e-05 0.000142181 4.37165e-05 -0.000145433 1.70214e-05 0.000294455
internal_weight=0 0.0124443 0.0113642 0.0103228 0.00930717 0.00816191 0.00703542 0.00401023 0.00283766 0.00302519
internal_count=3910 3422 3272 2634 2334 2135 1965 1100 404 865
is_linear=0
shrinkage=0.00196078


Tree=5279
num_leaves=9
num_cat=0
split_feature=52 52 12 0 15 1 2 2
split_gain=1.75055e-05 3.49449e-05 2.5344e-05 4.12686e-05 6.28967e-05 8.75359e-05 4.93597e-05 4.01134e-05
threshold=-0.081429999999999989 -0.27466499999999994 0.10214500000000001 -0.10209999999999998 -0.03231499999999999 0.078675000000000009 0.097940000000000013 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 7 -2 -6
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0080789053550131325 -0.019787299098862555 0.015071464865732893 -0.015829638076377585 0.027565792089062735 -0.0029919141564862992 -0.024580802714836866 0.0032639057971786908 0.02434941874275872
leaf_weight=0.0010166663332873004 0.0017975631637525808 0.0018179767315985086 0.0011911160326017823 0.0010665277925431373 0.001051435261612129 0.001023071301261988 0.001922365644744115 0.0010958823175228906
leaf_count=425 272 546 376 589 742 461 303 196
internal_value=0 0.00676841 -0.00222556 -0.000189075 0.00655903 -0.000507704 -0.00787502 0.0109617
internal_weight=0 0.00283464 0.00914796 0.00795685 0.00423692 0.00317039 0.00371993 0.00214732
internal_count=3910 971 2939 2563 1988 1399 575 938
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=11
num_cat=0
split_feature=484 133 16 52 0 151 15 2 2 3
split_gain=5.60149e-05 5.49251e-05 8.80829e-05 0.000118372 7.58043e-05 7.24321e-05 6.96232e-05 0.000197028 0.000101243 2.61144e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.044604999999999992 -0.074174999999999977 0.089910000000000004 0.093070000000000014 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 9 -2 7 -7 -8 -4
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00056041644229125765 -0.0006514793218433 -0.00052083558349269306 0.00041674011775379421 0.00070934943047004932 -0.00038682717336229356 -0.00036269633544660666 -2.8218718654917866e-05 0.00066194680902227643 -0.00080857425959214731 -1.803456828531071e-05
leaf_weight=0.0010581363625680731 0.0011099372968364756 0.0010432466183762619 0.0011099482779307157 0.0011306948195714691 0.0013386513910760979 0.0015728648338220589 0.0016516031051950412 0.0013329817717796606 0.0010427902083752364 0.0010185480303888674
leaf_count=627 213 480 478 117 321 262 731 310 190 181
internal_value=0 -9.03493e-05 -5.06338e-05 0.000158427 -2.12382e-05 -0.000193883 -0.00010319 0.000107332 -0.000330234 0.000208688
internal_weight=0 0.0123513 0.011308 0.00459784 0.00346715 0.00671018 0.00560024 0.00290585 0.00269439 0.0021285
internal_count=3910 3283 2803 1097 980 1706 1493 572 921 659
is_linear=0
shrinkage=0.00196078


Tree=5281
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 151 1 52 12 1
split_gain=6.28791e-05 5.18723e-05 9.21044e-05 0.000113805 7.5426e-05 7.52601e-05 8.79027e-05 6.76331e-05 4.67272e-05 4.13613e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.06588999999999999 -0.044604999999999992 0.10113500000000002 -0.096614999999999993 0.086935000000000012 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 8 -6 9 -7
right_child=1 -3 3 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00047295388621718072 -0.00055556137750456384 -0.00039314550685952496 0.00055301736675637619 0.00080662461340786024 0.00020741005327113324 0.0002378777842123416 0.00034381274947656228 -0.00044241792907475654 -0.00047463185087686792 -0.00028114111611989701
leaf_weight=0.0010456509302327966 0.0010799899349654436 0.0010318748749525109 0.0010074226383723728 0.0011702882625570397 0.0013789070483889083 0.0012451293347537306 0.0019656243448259759 0.0011126459139398689 0.0012679196287316906 0.0011225011981248201
leaf_count=627 213 480 325 117 407 376 344 248 696 77
internal_value=0 2.77648e-05 6.603e-05 0.000277314 0.000100277 -8.16297e-05 9.75135e-06 -8.27818e-05 -0.000170865 -8.19073e-06
internal_weight=0 0.0123823 0.0113504 0.00466926 0.00349898 0.00668116 0.00560117 0.00249155 0.00363555 0.00236763
internal_count=3910 3283 2803 1097 980 1706 1493 655 1149 453
is_linear=0
shrinkage=0.00196078


Tree=5282
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 15 15 48 2
split_gain=6.3684e-05 5.40194e-05 7.71607e-05 0.000122244 8.70336e-05 8.5197e-05 7.75205e-05 0.000142351 5.63152e-05 9.06676e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.096614999999999993 -0.021529999999999997 0.085120000000000015 0.084500000000000006 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 -2 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00047085665851616436 0.00034340075898934208 -0.00039717277518583148 0.00055427915477091394 0.00080282936685919853 0.0002009116740281366 -0.00051999664384572803 -0.00086946111219724051 5.8626843171155011e-05 -0.00050421649292213848 0.00025930189554180849
leaf_weight=0.0010850699446114708 0.0019043364954505547 0.0010722613960748957 0.0010349977686570319 0.0011773887476548704 0.0014166224367186341 0.0011354250844399145 0.0011080988082843579 0.0014894586093658485 0.0011533503763271218 0.0012417575936126803
leaf_count=627 498 480 341 117 401 238 301 587 177 143
internal_value=0 2.39932e-05 6.27191e-05 0.00025462 7.46789e-05 -0.000119826 -6.98454e-05 -0.000337289 9.17333e-05 -0.000108366
internal_weight=0 0.0127337 0.0116614 0.00476443 0.00358705 0.00255205 0.006897 0.00259756 0.00429944 0.00239511
internal_count=3910 3283 2803 1097 980 639 1706 888 818 320
is_linear=0
shrinkage=0.00196078


Tree=5283
num_leaves=11
num_cat=0
split_feature=158 48 50 4 40 3 2 0 12 1
split_gain=4.70908e-05 5.227e-05 9.09154e-05 8.85043e-05 5.73458e-05 0.000111239 0.000104809 6.65618e-05 7.44984e-05 7.68479e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -1.0000000180025095e-35 0.10420500000000001 0.095195000000000016 -0.076734999999999984 0.086935000000000012 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00034433951552433338 -0.00040638382126553324 -0.0003859193661566834 -0.00048905405664561696 0.00066912780727204873 0.00048381140889488058 0.00062224428019851271 -0.00042980084560826655 0.0005231055520459806 -0.00036937054917469297 -0.00018511596146018926
leaf_weight=0.0011813174249172944 0.0010522740394378659 0.0010860609914915562 0.0010398507554303044 0.0010147842957621321 0.0015760906622100494 0.0013959826794157082 0.0015709369882662217 0.0013478981364465365 0.0012863313399040068 0.0011363536087289766
leaf_count=201 488 150 638 297 531 118 510 215 679 83
internal_value=0 2.53377e-05 6.40102e-05 0.000118731 5.9907e-05 0.000117348 1.54596e-05 0.000146284 1.9266e-05 0.00020357
internal_weight=0 0.0126356 0.0115495 0.0105097 0.00949491 0.00831359 0.00691761 0.00534667 0.00399878 0.00271244
internal_count=3910 3422 3272 2634 2337 2136 2018 1508 1293 614
is_linear=0
shrinkage=0.00196078


Tree=5284
num_leaves=11
num_cat=0
split_feature=158 48 50 4 156 43 16 4 0 13
split_gain=6.20613e-05 6.00944e-05 0.000111605 8.25495e-05 5.08144e-05 6.45363e-05 0.000101993 7.65709e-05 0.000128791 5.49792e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 0.083820000000000019 -0.092484999999999984 -0.094359999999999986 0.0057500000000000008 -0.076734999999999984 -0.012839999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 8 -8 -7
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0001962774092553026 -0.00046506668589823505 -0.00040616463583942526 -0.00053291606739061721 0.00066443800905804668 -0.00031749466711520372 -0.00040581520588937355 -0.0002603037077234948 0.00077609784513002261 0.00059377692759286457 0.00017966117584555062
leaf_weight=0.0018271036588556602 0.0010385430820976259 0.0010933033417793161 0.0010571589308917472 0.0010236441809665471 0.0011018553857164498 0.0011636207311235703 0.0012176388298451375 0.0014227852856761114 0.0015339730351530243 0.0013118574321215057
leaf_count=345 488 150 638 297 429 205 786 167 325 80
internal_value=0 3.33911e-05 7.46075e-05 0.000135183 7.86239e-05 0.000130112 0.00021979 0.00040679 0.000215831 -9.55473e-05
internal_weight=0 0.0127529 0.0116596 0.0106025 0.00957883 0.00847698 0.00664988 0.0041744 0.00275161 0.00247548
internal_count=3910 3422 3272 2634 2337 1908 1563 1278 1111 285
is_linear=0
shrinkage=0.00196078


Tree=5285
num_leaves=13
num_cat=0
split_feature=41 133 0 42 47 49 4 3 2 15 16 15
split_gain=8.90071e-05 8.03141e-05 0.000104284 0.000106305 0.00010211 7.97509e-05 0.000118019 7.78946e-05 5.0374e-05 9.60964e-05 7.28214e-05 4.70657e-05
threshold=0.078150000000000011 0.10681500000000001 -0.017269999999999997 -0.089744999999999978 0.087850000000000025 -0.00064499999999999985 -0.00027999999999999998 -0.069909999999999986 0.083585000000000007 -0.07142999999999998 -0.084184999999999996 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -4 -7 -10 -11 -6
right_child=-2 -3 7 4 11 8 -8 -9 9 10 -12 -13
leaf_value=-0.00062513157485550317 -0.00058075580314653297 -0.00049412264043010028 0.00012292930866722129 -0.00054873062834908401 -0.00063655129790577444 -6.454913998768691e-05 0.00021750446649243912 0.00085047005310689581 2.2334364096523581e-05 0.00032288516537115955 0.001050139255897695 -7.0193133481267892e-05
leaf_weight=0.001004393926237252 0.001013059169634528 0.0010781103506616067 0.0012890203267248456 0.0012672884033150741 0.0010077225834345558 0.0010014157197062237 0.0019807841140465302 0.0010084012500802806 0.0013321258020773069 0.0010360722866832625 0.0010823556111594947 0.0012815711187703152
leaf_count=352 201 529 196 354 167 366 210 171 483 266 414 201
internal_value=0 2.05821e-05 6.23323e-05 -1.70648e-05 4.40743e-05 0.000152168 -8.14546e-05 0.000442267 0.000322614 0.000434976 0.000694457 -0.000319498
internal_weight=0 0.0143693 0.0132912 0.0109937 0.00998934 0.00770004 0.00324807 0.00229742 0.00445197 0.00345055 0.00211843 0.00228929
internal_count=3910 3709 3180 2813 2461 2093 564 367 1529 1163 680 368
is_linear=0
shrinkage=0.00196078


Tree=5286
num_leaves=11
num_cat=0
split_feature=484 133 133 12 16 4 2 2 1 1
split_gain=9.40369e-05 8.32231e-05 7.70947e-05 6.62043e-05 6.52786e-05 9.34726e-05 0.000127417 8.2301e-05 5.73112e-05 4.26643e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.065880000000000008 -0.023959999999999995 -0.008069999999999999 -0.077889999999999987 0.113945 0.088485000000000022 0.092550000000000007 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 -6
right_child=1 -3 -4 4 9 6 -8 -9 -10 -11
leaf_value=-0.00059004742370738061 -0.0004576206241063527 -0.00050614891130993224 0.00045080458235833795 -0.00054860793908996074 0.0005409371856574573 0.00031873734654555737 -0.00051318464335255967 0.00057165752421410078 -0.00030950706947191476 8.8855181706289679e-05
leaf_weight=0.001024365186923973 0.0010564563576928683 0.0010398814771379441 0.0017647150313871455 0.0012049217754533477 0.0014116738318774775 0.0010634793009446297 0.0011477114460792543 0.0015963938803010974 0.0011751594882232466 0.0018601243646607251
leaf_count=612 293 472 564 554 186 169 180 290 153 437
internal_value=0 2.64616e-05 7.15612e-05 7.91902e-06 5.99116e-05 -5.8532e-05 5.99776e-05 0.000231508 -1.10556e-05 0.000283914
internal_weight=0 0.0133205 0.0122806 0.0105159 0.00945946 0.00618767 0.00498274 0.00383503 0.00223864 0.0032718
internal_count=3910 3298 2826 2262 1969 1346 792 612 322 623
is_linear=0
shrinkage=0.00196078


Tree=5287
num_leaves=9
num_cat=0
split_feature=3 403 42 43 3 3 2 4
split_gain=1.47908e-05 2.79627e-05 4.69632e-05 5.20625e-05 8.59926e-05 4.48685e-05 4.7381e-05 5.03883e-05
threshold=-0.15464999999999998 0.03138500000000001 -1.0000000180025095e-35 -0.057994999999999998 -0.078669999999999976 0.084925000000000014 0.113945 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7
right_child=1 -3 3 5 -6 6 -8 -9
leaf_value=0.011123348967890065 -0.022273512584478638 0.012068743861983174 -0.0054047231876638091 -0.018819110814766584 0.031746397120477339 -0.0026811155028373876 -0.014579326416086953 0.025051009783376516
leaf_weight=0.0010461939550108186 0.0011390914760727308 0.0013694908298395722 0.0013737794604328139 0.0018181359274592095 0.0011401079905106676 0.0017789767103974783 0.0014775092981501553 0.0010371634485630222
leaf_count=259 808 457 661 715 537 179 199 95
internal_value=0 -0.00131293 -0.00318969 -0.000669515 0.0114442 -0.0056521 -7.65644e-05 0.00753242
internal_weight=0 0.0111343 0.00976476 0.00862567 0.00251389 0.00611179 0.00429365 0.00281614
internal_count=3910 3651 3194 2386 1198 1188 473 274
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=10
num_cat=0
split_feature=131 50 160 0 47 2 4 0 16
split_gain=1.69605e-05 3.99634e-05 5.00375e-05 4.57041e-05 8.60063e-05 6.96995e-05 7.79181e-05 0.000100237 7.83218e-05
threshold=0.088565000000000019 0.086465000000000014 -0.085744999999999988 -0.017269999999999997 0.096175000000000024 0.11230000000000001 0.0057500000000000008 -0.083564999999999987 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=0.023994655981155896 -0.012198185428559005 -0.017531979390794976 -0.020336008166023843 0.014434271742585004 -0.029500810559717629 -0.021421877144974105 0.0024142393284215355 0.018409538521812256 0.040121393603397219
leaf_weight=0.0010109143371793547 0.0010772332235333909 0.0010585149974123602 0.0016533124396200592 0.0018722572873171297 0.0010533606854403682 0.0010924467439821098 0.0011490703417502781 0.0011200519690059171 0.0010580902440772955
leaf_count=402 563 623 647 307 171 353 207 515 122
internal_value=0 0.000945982 0.00290004 0.000530246 -0.00312267 0.00145263 0.00647001 -0.00468822 0.0204907
internal_weight=0 0.011068 0.0100095 0.00899859 0.00712633 0.00607297 0.00498052 0.00277336 0.00220716
internal_count=3910 3347 2724 2322 2015 1844 1491 1162 329
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=12
num_cat=0
split_feature=133 13 50 15 2 159 3 3 15 4 48
split_gain=4.93701e-05 6.27495e-05 6.48596e-05 9.08192e-05 0.00012816 6.89738e-05 7.15912e-05 6.92457e-05 6.45267e-05 2.5744e-05 1.10791e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 0.082325000000000023 -0.10628499999999998 -0.076734999999999984 -0.076594999999999983 0.05864500000000001 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 10 -10 -9
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 -12
leaf_value=0.00045221519349357046 -0.00041345042985515884 0.00058734501237495042 -0.00047729221447618598 0.00054117756004652782 -0.0006171539194725948 -0.0004123544028707039 -0.00030131996312338224 6.2889947289281983e-05 0.0006347936283379403 0.00020223294442649819 -0.00022867766099298614
leaf_weight=0.001184845891864887 0.0010837543967854761 0.0010012109777514941 0.0010877470298511277 0.0012996643827818009 0.0012550689114750489 0.0010539558575416606 0.0016961005781713041 0.0010016131595074369 0.0010074896104341137 0.0011137692536252672 0.0010026167644961903
leaf_count=179 557 308 546 203 282 343 979 70 253 67 123
internal_value=0 2.2536e-05 -2.166e-05 2.58512e-05 -3.37625e-05 5.58005e-05 0.000125088 3.21966e-05 0.000169314 0.000407677 -8.29669e-05
internal_weight=0 0.0127041 0.0115192 0.0104315 0.00943028 0.00817521 0.00712125 0.00582159 0.00412549 0.00212126 0.00200423
internal_count=3910 3353 3174 2628 2320 2038 1695 1492 513 320 193
is_linear=0
shrinkage=0.00196078


Tree=5290
num_leaves=9
num_cat=0
split_feature=1 4 2 16 0 12 43 13
split_gain=2.00815e-05 4.38616e-05 3.24601e-05 4.60059e-05 5.64903e-05 0.000116638 2.81254e-05 2.51806e-05
threshold=0.085990000000000011 -0.082054999999999975 0.11462500000000002 -0.09601999999999998 -0.10209999999999998 0.051320000000000005 0.0016850000000000001 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.0049055313908364095 0.013694242985137068 -0.025737146998860563 0.015195183678807025 -0.021643160093053625 0.025159616754197922 -0.020534786240565202 0.016053549228170882 -0.0053970733300394624
leaf_weight=0.0015064787678896715 0.0015813555511699343 0.001111300690335919 0.0017198284776895273 0.001503391365228045 0.0011739493302275568 0.001065736938148697 0.0011134927813329573 0.0013456057899105651
leaf_count=539 290 733 413 162 206 630 91 846
internal_value=0 -0.00499886 0.00325114 -0.00060687 -0.00664873 0.0034163 0.00400212 -0.0145972
internal_weight=0 0.00507688 0.00704426 0.00532443 0.00374308 0.00223969 0.00261997 0.00245691
internal_count=3910 2209 1701 1288 998 836 630 1579
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=12
num_cat=0
split_feature=484 133 0 16 133 2 1 0 1 1 4
split_gain=0.00010334 9.46716e-05 8.51521e-05 7.40279e-05 9.11777e-05 0.000103605 9.8598e-05 7.05221e-05 8.94866e-05 8.00902e-05 7.29287e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.31524000000000002 -0.090054999999999982 0.11203000000000002 0.11287500000000002 -0.23029999999999998 0.085410000000000014 0.095575000000000007 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 10 -10 -9
right_child=1 -3 -4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.00061625761926653111 -0.00047308623223390128 -0.00053969104090160179 0.00060934029740729735 -0.00042144316202222942 0.000703455619134873 -0.00064768474524835753 0.00016798844049380448 0.00082703781996258609 -0.00047167736200550499 0.0001976955730276815 0.00018472158440108996
leaf_weight=0.0010338224475168701 0.0010299140375162772 0.0010475794201172351 0.0010465682529959821 0.0012696077855511674 0.0011535119347318261 0.0010881521432203724 0.0011959967406088455 0.0010465954288638327 0.0011630329699183486 0.0016798448283562091 0.0019381662585910358
leaf_count=612 449 472 70 306 74 140 256 268 299 338 626
internal_value=0 2.67031e-05 7.37512e-05 2.52827e-05 8.0373e-05 0.000141895 -0.000220592 0.000260496 0.000172817 -7.61476e-05 0.000409947
internal_weight=0 0.013659 0.0126114 0.0115648 0.0102952 0.0092653 0.00228415 0.00698115 0.00582764 0.00284288 0.00298476
internal_count=3910 3298 2826 2756 2450 2001 396 1605 1531 637 894
is_linear=0
shrinkage=0.00196078


Tree=5292
num_leaves=9
num_cat=0
split_feature=52 0 16 160 13 13 52 4
split_gain=1.86965e-05 3.73002e-05 4.56397e-05 3.62703e-05 3.9302e-05 4.5363e-05 8.51415e-05 4.05081e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.26538000000000006 -1.0000000180025095e-35 -0.16277999999999995 -0.083924999999999986 0.089525000000000007 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 7 -7
right_child=3 2 -4 4 5 6 -8 -9
leaf_value=-0.0074723121935113563 -0.017037057386261368 0.023962221958003731 -0.0030248572710556989 -0.015893246806507742 0.021432126729761587 -0.025571205281324134 0.0182075092532645 -0.00092324612747425648
leaf_weight=0.0014453148396872031 0.001493631251270903 0.0014892309739818015 0.0010819258286149677 0.0012326715447495912 0.0011585046193349552 0.0011628943009190104 0.0015028289768342987 0.0015629162204102917
leaf_count=128 924 663 399 127 384 642 351 292
internal_value=0 0.00538103 0.0126062 -0.00296123 0.0002147 0.00390048 -0.000902605 -0.0114386
internal_weight=0 0.00401647 0.00257116 0.00811345 0.00661982 0.00538714 0.00422864 0.00272581
internal_count=3910 1190 1062 2720 1796 1669 1285 934
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=10
num_cat=0
split_feature=484 52 150 16 47 42 12 0 2
split_gain=0.000110087 7.57814e-05 6.81617e-05 7.04899e-05 3.77077e-05 5.0244e-05 6.51403e-05 8.66714e-05 8.47857e-05
threshold=-0.0043499999999999988 -0.048794999999999991 0.086420000000000011 0.25185000000000007 0.09550500000000002 -1.0000000180025095e-35 0.088285000000000016 -0.14674999999999996 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -7 -8
right_child=1 4 -4 -5 -6 6 8 -9 -10
leaf_value=-0.0006358235294877787 0.00066442517338316715 -0.00049514299242854425 -0.00012090539519129098 5.1687518913180371e-05 0.00019486175830774486 0.00017990980794840288 0.00055822692969313399 -0.00049742862193007055 -0.00015380510178669563
leaf_weight=0.0010110514153720664 0.0017575356134578374 0.0012204105099515887 0.0013306517398013308 0.0012249190755907471 0.0016617091305803485 0.0011506972314967172 0.0011886766265175005 0.001969366568659427 0.0014004862184353176
leaf_count=612 447 727 151 395 194 152 417 616 199
internal_value=0 3.60541e-05 0.000248123 0.000412769 -7.04107e-05 -0.000134022 -5.68287e-05 -0.000247622 0.000173087
internal_weight=0 0.0129045 0.00431311 0.00298245 0.00859135 0.00692964 0.00570923 0.00312006 0.00258916
internal_count=3910 3298 993 842 2305 2111 1384 768 616
is_linear=0
shrinkage=0.00196078


Tree=5294
num_leaves=13
num_cat=0
split_feature=484 133 48 4 0 133 16 2 4 16 12 12
split_gain=0.000142656 0.000105914 9.78734e-05 0.000121585 0.000109153 0.000121345 9.8874e-05 0.000127675 7.91979e-05 7.31012e-05 6.85766e-05 4.90978e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.11930500000000001 0.40359500000000004 -0.23029999999999998 0.065880000000000008 -0.008069999999999999 0.094010000000000024 -0.0021099999999999995 -0.088144999999999987 0.088325000000000015 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 11 10 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.0006960493303372349 0.0006841538282025886 -0.00056252625018180652 -0.00048838954807257798 0.00076575800747125111 -0.00026086262999097047 0.00047163674942479609 0.00063061810408690923 -0.00086355142607548181 -0.00028726555714752796 -0.00051130461603818365 0.00042377879178399078 5.5255574549092268e-05
leaf_weight=0.0010813115771269354 0.0010347934400609634 0.0010258213838135266 0.0010257703338618579 0.0010936479126056409 0.0010459368503179505 0.0018065507658280413 0.0012400189738901546 0.0010992789990148973 0.0010350728489473796 0.0010872410204332663 0.0012169144168675209 0.0010556487893097228
leaf_count=612 56 472 117 317 241 499 257 295 151 512 169 212
internal_value=0 4.35882e-05 9.2389e-05 0.000143242 7.91439e-05 1.38385e-05 -9.24627e-05 -0.000283712 0.000163017 -9.34466e-05 0.000107323 0.000366041
internal_weight=0 0.0137667 0.0127409 0.0117151 0.0106215 0.00958666 0.00778011 0.00444937 0.00333074 0.00335009 0.00226285 0.00229567
internal_count=3910 3298 2826 2709 2392 2336 1837 1217 620 922 410 469
is_linear=0
shrinkage=0.00196078


Tree=5295
num_leaves=9
num_cat=0
split_feature=1 4 150 1 12 0 43 15
split_gain=1.88711e-05 4.04208e-05 3.10521e-05 2.98597e-05 3.8077e-05 5.14072e-05 2.76573e-05 2.35748e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.12864500000000004 0.090480000000000019 -0.10209999999999998 0.0016850000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1 -3
right_child=2 7 -4 -5 -6 -7 -8 -9
leaf_value=-0.0050253928186507271 -0.0098931255763433507 -0.024786666176266167 0.015018184043746758 0.012910720403755844 -0.020132887708264383 0.016718795086850636 0.015705629917942724 -0.0051559081902090654
leaf_weight=0.0015125375589173911 0.0017259006510363449 0.0011147618082617214 0.0016811512508504321 0.001262275844988647 0.0011485702790478289 0.0012528053967626935 0.0011200832542530778 0.0013557450707623621
leaf_count=539 191 1013 348 280 494 388 91 566
internal_value=0 -0.00482661 0.00315266 -0.000548524 -0.00466487 0.00129951 0.00379489 -0.0140139
internal_weight=0 0.00510313 0.0070707 0.00538955 0.00412728 0.00297871 0.00263262 0.00247051
internal_count=3910 2209 1701 1353 1073 579 630 1579
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=10
num_cat=0
split_feature=4 0 4 4 1 2 3 47 151
split_gain=1.70633e-05 4.12679e-05 3.91596e-05 3.52612e-05 3.73794e-05 6.42794e-05 0.00012526 4.62728e-05 3.4101e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.09550500000000002 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6 -8
right_child=1 -3 3 4 5 6 8 -9 -10
leaf_value=-0.012544618505886482 -0.019365275801866526 0.018887910300290259 0.017664791916541599 -0.014437555656050611 -0.025313647432956062 0.039762055637601823 -0.015221746583929214 0.0026346543083200641 0.0079649206110049935
leaf_weight=0.001021235274221201 0.0010509499767601118 0.0011513305245040044 0.0011165663245458826 0.0017023899852408823 0.0011199161349091519 0.0010512690465033919 0.0010321317675632893 0.0012576659074574848 0.0016455844805850868
leaf_count=192 498 223 534 1234 432 309 124 186 178
internal_value=0 0.000961639 -0.00110713 0.0010427 -0.00133402 0.00231899 0.0105114 -0.0105299 -0.000972433
internal_weight=0 0.0111278 0.00997647 0.00892552 0.00780896 0.00610657 0.00372899 0.00237758 0.00267772
internal_count=3910 3718 3495 2997 2463 1229 611 618 302
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=11
num_cat=0
split_feature=133 13 42 47 43 0 51 3 2 4
split_gain=6.34605e-05 8.36878e-05 5.50879e-05 0.000105741 7.32874e-05 0.000127789 7.4126e-05 7.3671e-05 5.21452e-05 7.61991e-05
threshold=0.10599500000000002 -0.26418499999999995 -0.090359999999999982 0.10887000000000001 -0.06705499999999999 -0.082074999999999995 0.085845000000000019 -0.078669999999999976 0.081615000000000007 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 8 -4 -6 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11
leaf_value=0.00053068173778325579 -0.00046546840465733848 -0.00040898004039296602 0.00011612302602969309 -0.00055671220479552462 -7.4862383218900192e-05 -0.00055824849589892448 -0.00029004826859498891 0.00076078455744862938 0.00074766825344093236 6.0533640225777454e-05
leaf_weight=0.0011711114944249349 0.0010722973234094128 0.001245095173121962 0.0018753289600713149 0.0010671439704963937 0.0011935904021034551 0.0013528483807484634 0.0012527562228448535 0.001070638685077124 0.0013156899894427934 0.0011742522674910326
leaf_count=179 557 385 720 176 161 596 119 433 428 156
internal_value=0 3.1239e-05 -1.94136e-05 2.76681e-05 9.51949e-05 -2.43529e-05 0.000121967 0.000350409 0.000262093 0.000423617
internal_weight=0 0.0127185 0.0115473 0.0103022 0.0092351 0.00628914 0.00493629 0.00294597 0.00368353 0.00248994
internal_count=3910 3353 3174 2789 2613 1460 864 1153 745 584
is_linear=0
shrinkage=0.00196078


Tree=5298
num_leaves=9
num_cat=0
split_feature=52 0 0 160 133 13 13 3
split_gain=1.60701e-05 3.35896e-05 4.66509e-05 3.06206e-05 4.01367e-05 3.67518e-05 9.09787e-05 4.85524e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.053834999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.074599999999999986 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.007150881788202848 -0.015637249732576696 0.023761415371334901 -0.0034216777631759046 -0.016072563990653776 -0.012263859884138553 0.034176078298510097 -0.012650856117787317 0.011785286840126896
leaf_weight=0.0014500846691137591 0.0014964946356406193 0.0014455222659110994 0.0011208940580158988 0.0012333728391336445 0.0011128506354490418 0.0010213545438981881 0.001574553372692588 0.0016813631681500546
leaf_count=128 924 711 351 742 105 268 500 181
internal_value=0 0.00501504 0.0118891 -0.00271805 0.000200873 0.00392458 0.00813645 -3.19729e-05
internal_weight=0 0.0040165 0.00256642 0.00811999 0.00662349 0.00539012 0.00427727 0.00325592
internal_count=3910 1190 1062 2720 1796 1054 949 681
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=11
num_cat=0
split_feature=158 48 48 51 1 1 3 4 3 16
split_gain=5.66163e-05 5.93608e-05 0.000105333 0.000105851 9.5929e-05 8.20488e-05 9.02113e-05 8.07789e-05 0.000174255 4.9803e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11198000000000001 0.096035000000000023 0.084925000000000014 0.05309500000000001 -0.083144999999999983 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00044280094891400144 -0.0004400126424621818 -0.00040627543027074817 0.00067331852791123242 -0.00055882223084833507 0.00049084243157385284 -0.00050999989281047314 0.0004491322862242846 0.00036909406502240243 -0.00076772877475132664 -0.00013849008238970854
leaf_weight=0.0010076615327668484 0.0010580698220310778 0.0010869527437830416 0.0010244310989537672 0.0011073022330224521 0.0017893907751383303 0.0010958278795740418 0.0017641224765850838 0.0012195531542637901 0.0013676966842952904 0.001294820397015979
leaf_count=390 488 150 226 329 327 352 115 183 836 514
internal_value=0 3.19904e-05 7.2808e-05 1.50248e-05 8.16373e-05 -1.28475e-05 6.90288e-05 -6.81053e-05 -0.000213381 0.000115907
internal_weight=0 0.0127578 0.0116708 0.0106464 0.00953907 0.00774968 0.00665385 0.00488973 0.00367018 0.00230248
internal_count=3910 3422 3272 3046 2717 2390 2038 1923 1740 904
is_linear=0
shrinkage=0.00196078


Tree=5300
num_leaves=11
num_cat=0
split_feature=484 133 484 16 2 151 1 4 0 16
split_gain=6.64316e-05 6.18905e-05 7.31422e-05 0.000147569 0.000120895 0.00010545 0.000110516 5.79169e-05 0.000150178 5.43517e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.081110000000000015 -0.0088999999999999982 0.10113500000000002 -0.077889999999999987 -0.10209999999999998 0.13514000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -9 -6
right_child=1 -3 -4 4 9 6 -8 8 -10 -11
leaf_value=-0.00047400788147618645 -0.00056697267616584793 -0.00042376013370432763 -0.00043169651108769346 -7.7519327826897492e-05 0.00099985152119001211 -0.00053552649466345596 0.00043715879317473541 -0.00053419136534732048 0.00046883766690201039 0.00043218199966428816
leaf_weight=0.0010954374795916636 0.001289302225975909 0.0010632786321449492 0.0010185383326325086 0.0013279616797972488 0.0010268903978669394 0.0010536993834586155 0.0018977277829560634 0.0010409223637518825 0.0012791536861757901 0.0017596149662993817
leaf_count=627 218 480 341 252 291 543 286 144 376 352
internal_value=0 2.9159e-05 7.03414e-05 0.000118241 0.000409353 -6.4323e-05 5.86148e-05 -0.000154314 1.88199e-05 0.000641381
internal_weight=0 0.0127571 0.0116938 0.0106753 0.00411447 0.00656081 0.0052715 0.00337378 0.00232008 0.00278651
internal_count=3910 3283 2803 2462 895 1567 1349 1063 520 643
is_linear=0
shrinkage=0.00196078


Tree=5301
num_leaves=12
num_cat=0
split_feature=484 133 0 474 160 42 133 160 49 0 16
split_gain=0.000126679 8.93299e-05 8.79698e-05 6.06598e-05 6.9054e-05 7.01076e-05 7.73366e-05 6.00811e-05 7.11913e-05 8.78508e-05 6.68633e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.084655000000000022 -0.080184999999999992 -1.0000000180025095e-35 0.083815000000000014 0.086110000000000006 -0.027609999999999996 -0.074249999999999997 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 10 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.0006676152454613833 -0.00044997079143755796 -0.00051295462656846436 0.00063452931907885253 0.00048581759615859183 -0.00034772598942833262 0.000583414242317734 0.00061797506447471169 -0.00031990316811851132 -0.00049592984584033743 0.00049988021421625527 0.00010060786185517571
leaf_weight=0.0010399885011217217 0.0011969295059865116 0.0010257986132002151 0.001041441068064748 0.0010576655972268428 0.0014244180781549688 0.0011090179823474017 0.0010585719818826302 0.0013607811528680673 0.0012546772088112019 0.0010848036909130191 0.001702774134203844
leaf_count=612 498 472 70 295 665 199 260 103 117 242 377
internal_value=0 4.29381e-05 8.93322e-05 3.88603e-05 -7.52241e-06 5.13522e-05 0.000126439 4.6537e-05 0.000143337 2.25994e-05 -0.000152469
internal_weight=0 0.0133169 0.0122911 0.0112496 0.010192 0.00899504 0.00757063 0.00651205 0.00515127 0.00404226 0.00295745
internal_count=3910 3298 2826 2756 2461 1963 1298 1038 935 736 494
is_linear=0
shrinkage=0.00196078


Tree=5302
num_leaves=10
num_cat=0
split_feature=42 403 42 160 3 4 3 2 42
split_gain=1.59436e-05 3.62954e-05 4.46953e-05 4.91388e-05 5.78169e-05 5.72368e-05 4.34433e-05 4.02824e-05 3.00759e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010319999999999998 0.0057500000000000008 0.090325000000000003 0.106035 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 8 -6 -4 -7 -5
right_child=-2 -3 3 4 5 7 -8 -9 -10
leaf_value=-0.018490073839365542 -0.0085810109022584381 0.017405052506039079 -0.025914647159315303 0.032282858372290356 -0.01452290516968654 0.024188724891754596 0.0032931512707164916 -0.0038251993138441521 0.0081534850765555573
leaf_weight=0.0012341788644770488 0.0018962188946741723 0.0012451587931171662 0.0010227740837584522 0.0010230725920264854 0.0016677340439525557 0.0010439682834597953 0.0010142323802092082 0.0010097818797072983 0.0010433973819443374
leaf_count=838 832 358 637 347 201 89 128 113 367
internal_value=0 0.00139665 -0.000803667 0.00198589 0.00668705 -0.000760637 -0.011372 0.0104149 0.0200995
internal_weight=0 0.0103043 0.00905914 0.00782496 0.00578795 0.00372148 0.00203701 0.00205375 0.00206647
internal_count=3910 3078 2720 1882 1117 403 765 202 714
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=9
num_cat=0
split_feature=1 0 133 15 15 16 3 16
split_gain=1.70723e-05 6.00396e-05 7.49999e-05 4.05448e-05 7.03504e-05 6.22428e-05 8.39819e-05 6.67231e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 -0.09601999999999998 0.076695000000000013 -0.42360999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.02194349162065767 -0.0031543404699703897 0.016944941863691568 -0.015767126749650289 -0.013516963933015064 0.02664898853028292 0.0086478957379660295 -0.024483503631388133 0.031721949544457624
leaf_weight=0.0014301536920926085 0.0011474097337460113 0.0016598691970910432 0.001213125805328224 0.0012978141701968935 0.0013009893155253478 0.0014754955364573996 0.0015890239980195023 0.001051014698037785
leaf_count=1044 289 435 529 532 337 408 171 165
internal_value=0 -0.0052017 0.00313223 0.00263345 0.00582669 0.000679462 -0.0085315 0.0135192
internal_weight=0 0.00430315 0.002873 0.00786175 0.00656393 0.00526294 0.00306452 0.00219842
internal_count=3910 2008 964 1902 1370 1033 579 454
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=11
num_cat=0
split_feature=11 133 4 157 160 133 13 15 1 1
split_gain=6.50505e-05 5.74087e-05 9.87191e-05 5.16841e-05 7.61177e-05 8.1402e-05 6.91673e-05 5.91046e-05 7.97939e-05 2.14108e-05
threshold=0.081005000000000008 0.10599500000000002 -0.41745999999999994 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.083514999999999992 -0.053579999999999996 0.094485000000000013 0.088860000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 -8 -9
right_child=-2 -3 3 4 5 6 7 9 -10 -11
leaf_value=0.00059962275244915199 -0.00049219566181488302 -0.00040533310280844412 0.00040479167762409192 -0.00047198677113735669 -0.0004001335980371833 0.00048817025662452058 -0.0001561813199335802 -4.2364486937224337e-05 0.00047147304485781324 -0.00044197157983376671
leaf_weight=0.0011935379676162152 0.0010074098540243373 0.0010898634121875193 0.0011112677194288446 0.0013571994160908396 0.0014012314624443365 0.0015146558215562702 0.0014467305702098926 0.0010127959278437286 0.00168655340897572 0.0010498584165409637
leaf_count=152 233 547 384 715 808 330 156 213 219 153
internal_value=0 2.52023e-05 6.50555e-05 4.75222e-06 -4.21957e-05 2.97132e-05 0.000119469 1.19898e-05 0.000181666 -0.000245758
internal_weight=0 0.0128637 0.0117738 0.0105803 0.00946903 0.00811183 0.00671059 0.00519594 0.00313328 0.00206265
internal_count=3910 3677 3130 2978 2594 1879 1071 741 375 366
is_linear=0
shrinkage=0.00196078


Tree=5305
num_leaves=12
num_cat=0
split_feature=484 474 160 50 2 13 48 2 2 47 2
split_gain=9.5622e-05 4.98019e-05 6.79236e-05 8.5285e-05 7.19492e-05 7.7563e-05 0.000103836 0.00010886 0.000124981 0.000114349 9.85625e-05
threshold=-0.0043499999999999988 0.084655000000000022 -0.080734999999999987 0.077805000000000013 0.11934000000000002 -0.083514999999999992 0.09227500000000001 0.097775000000000015 0.086650000000000019 0.09550500000000002 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 7 8 9 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00058553632116851724 -0.00041896510230677556 0.00043879005374917996 -2.8046212100440363e-06 0.00059804869728337471 -0.00047989445996956333 -0.00060100350625054454 0.0005206588249777735 -0.00068845686740585921 0.00043424570611433615 0.0002295855015691373 0.00078338304117537812
leaf_weight=0.0010185345088484727 0.0013154953810161222 0.0010930402894173659 0.0013649552474246053 0.0010012741345232024 0.0010810069890767162 0.0016107700029102849 0.0010026816989716488 0.0011952463122520988 0.0015060280620865941 0.0010544218260372697 0.0011129946715664057
leaf_count=612 556 318 361 354 269 444 116 325 396 69 90
internal_value=0 3.77683e-05 1.97103e-06 5.26363e-05 -2.36994e-06 5.59777e-05 -5.85373e-05 -0.000166756 -1.72641e-05 -0.0002724 0.000350319
internal_weight=0 0.0133379 0.0122449 0.0109294 0.0099281 0.0088471 0.00636915 0.00536647 0.00417122 0.00266519 0.00247795
internal_count=3910 3298 2980 2424 2070 1801 1350 1234 909 513 451
is_linear=0
shrinkage=0.00196078


Tree=5306
num_leaves=10
num_cat=0
split_feature=52 160 15 43 12 52 4 2 13
split_gain=1.73562e-05 5.50294e-05 4.6559e-05 2.34814e-05 0.000105165 4.75093e-05 5.23147e-05 3.43956e-05 2.61551e-05
threshold=-0.048794999999999991 -0.026849999999999995 -0.053579999999999996 -0.15109999999999998 0.091475000000000015 0.13709500000000002 -1.0000000180025095e-35 0.092340000000000019 -0.0030249999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 8 -8 -5
right_child=3 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.025567287285159064 0.0092832326591317151 0.0085496318022176814 -0.016781857217363704 -0.0026701943051455467 -0.026977036593722466 0.021418780397974499 -0.026544943641065702 -0.0010400567870733461 0.020094568154961783
leaf_weight=0.0010004467747311303 0.0013450942592869381 0.0018329991109934172 0.001200966803610991 0.001011826599284992 0.0016698989560702052 0.0010042849809256734 0.0010598356640544376 0.0010552042441170813 0.00100696686946106
leaf_count=244 235 518 428 793 780 262 238 261 151
internal_value=0 0.00522895 -0.0014776 -0.00279028 -0.00517571 0.00190977 -0.00282981 -0.0138204 0.00868479
internal_weight=0 0.00403441 0.00303397 0.00815311 0.00680802 0.00513812 0.00413383 0.00211504 0.00201879
internal_count=3910 1190 946 2720 2485 1705 1443 499 944
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=13
num_cat=0
split_feature=484 133 484 16 160 0 2 52 2 3 15 4
split_gain=0.000108706 9.46843e-05 6.43315e-05 0.000129989 0.000106847 9.42538e-05 0.000130766 7.82515e-05 7.31046e-05 8.95317e-05 7.77075e-05 0.000111508
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 -0.075234999999999982 -0.017269999999999997 0.086915000000000006 0.090640000000000012 0.113945 0.090325000000000003 0.085120000000000015 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 8 9 10 11 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00062911833065321002 -0.0006699601701456036 -0.00054266899474300786 -0.00037954802787092378 0.00092686480762450569 -0.00055069189630089794 0.00065147411734588949 0.00042595006741641124 -0.00053492351930833199 -0.00038592173497287944 0.00060913537910927079 0.00042509569454468295 0.0001786706794907821
leaf_weight=0.001049098111690302 0.0010876767809031541 0.0010387535780063866 0.0010989314245606471 0.0010539556390712409 0.0010053398237769781 0.001188893084398384 0.001107998425514207 0.0010743008611940295 0.0012283082616762909 0.0012172860174510603 0.0010931322995041399 0.0013149936999029904
leaf_count=612 356 472 341 229 198 184 297 404 194 93 326 204
internal_value=0 2.61044e-05 7.34802e-05 0.000117259 0.0003833 0.000209813 -3.865e-05 -4.79312e-05 4.01248e-05 0.00015116 -8.31382e-06 -0.0002055
internal_weight=0 0.0135096 0.0124708 0.0113719 0.00435619 0.00330223 0.00211334 0.0070157 0.0059414 0.00471309 0.0034958 0.00240267
internal_count=3910 3298 2826 2485 908 679 495 1577 1173 979 886 560
is_linear=0
shrinkage=0.00196078


Tree=5308
num_leaves=11
num_cat=0
split_feature=484 12 1 42 13 15 16 49 12 1
split_gain=7.73606e-05 4.70799e-05 7.12337e-05 6.22359e-05 7.67324e-05 7.0238e-05 9.74529e-05 0.000108965 5.98817e-05 2.62839e-05
threshold=-0.0043499999999999988 -0.036459999999999992 0.12864500000000004 0.092145000000000019 -0.094679999999999986 -0.106555 -0.084659999999999985 -0.047309999999999998 0.092365000000000017 0.079945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 7 -7 -3 -8
right_child=1 2 -4 -5 5 6 9 -9 -10 -11
leaf_value=-0.000530533564215208 -0.00032122633652424302 0.00071408465739447764 0.00053132847604531338 -0.00035064986292043159 0.00038889764383893716 3.4403614984075417e-07 0.00029989257403968033 -0.00084048228187544967 6.1212610592512379e-05 -5.2965467884764927e-05
leaf_weight=0.0010151352296768118 0.0013106204860048641 0.0011343735035824467 0.0011625485121461885 0.0014957233724661118 0.0013146687670014309 0.0011931029242768282 0.0014649604481301167 0.001177253333190616 0.0010310718433098331 0.001819829956532877
leaf_count=612 477 154 143 527 205 89 714 465 42 482
internal_value=0 3.13284e-05 7.05079e-05 2.0115e-05 8.08206e-05 -1.93457e-05 -0.000114251 -0.000417258 0.000403221 0.000104403
internal_weight=0 0.0131042 0.0117935 0.010631 0.00913526 0.00696982 0.00565515 0.00237036 0.00216545 0.00328479
internal_count=3910 3298 2821 2678 2151 1955 1750 554 196 1196
is_linear=0
shrinkage=0.00196078


Tree=5309
num_leaves=11
num_cat=0
split_feature=13 39 48 4 3 52 0 15 52 2
split_gain=2.00202e-05 3.39189e-05 5.85974e-05 6.32201e-05 0.000110446 8.33969e-05 9.94924e-05 4.75878e-05 3.54642e-05 2.63287e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11028500000000001 -0.034289999999999994 -0.083144999999999983 -0.081429999999999989 -0.10071499999999999 -0.094924999999999995 0.086635000000000004 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -5 7 9 -2 -7
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11
leaf_value=0.010802042898750017 -0.010587371823762251 0.015860654552117198 -0.02461922420147207 0.029955578501464721 -0.035918095794937044 0.011410037968436211 -0.027647707712333571 0.026362377082756006 0.014985863649172287 -0.011144885657090771
leaf_weight=0.0014695595295429282 0.0010956404819000747 0.0010038676404818805 0.0011523786109177746 0.0011567424051658771 0.0011825743001427236 0.0010083987406739534 0.0010124670078839786 0.0010038873411762888 0.0010736770108727735 0.0010632232532403543
leaf_count=210 585 380 145 396 811 49 766 153 285 130
internal_value=0 -0.00164187 -0.00344413 -0.000605596 -0.0113326 0.00625004 -0.000457725 0.0084933 0.00206979 -0.000165877
internal_weight=0 0.0107529 0.00974899 0.00859661 0.00335189 0.00524472 0.00408798 0.00307551 0.00216932 0.00207162
internal_count=3910 3700 3320 3175 1681 1494 1098 332 870 179
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=9
num_cat=0
split_feature=4 12 3 4 0 3 15 3
split_gain=1.80915e-05 3.62054e-05 5.18087e-05 6.42591e-05 5.39353e-05 7.2053e-05 6.60971e-05 6.43388e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 -0.06402999999999999 -0.089974999999999986 0.083935000000000023 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.018463206284370922 0.010024969735124074 -0.023178678965973615 0.020712340619845816 -0.026230438441181742 0.020093471365807677 -0.018528371415142821 0.020679459906483927 0.0090384684817252196
leaf_weight=0.0011366845425033771 0.0015324534572562923 0.0012503432737251156 0.001111154517011592 0.0010610711472033053 0.0012686868461176453 0.0017287732810747631 0.0014190706311454694 0.0016592185452422442
leaf_count=300 441 241 101 528 260 1009 923 107
internal_value=0 -0.00159685 0.000421582 -0.00226659 0.00139712 -0.00264502 0.00256104 -0.00502792
internal_weight=0 0.010635 0.00949832 0.00838716 0.00713682 0.00586813 0.00480706 0.00338799
internal_count=3910 3469 3169 3068 2827 2567 2039 1116
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=9
num_cat=0
split_feature=1 4 3 3 457 12 16 0
split_gain=1.5553e-05 4.44843e-05 3.59057e-05 6.19277e-05 3.1125e-05 5.50735e-05 9.79668e-05 6.05774e-05
threshold=0.085990000000000011 -0.15796999999999997 -0.084129999999999996 -0.057849999999999992 0.041935000000000007 -1.0000000180025095e-35 -0.055679999999999993 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 7 -7
right_child=4 2 3 -5 -6 6 -8 -9
leaf_value=0.0079557590094193557 0.019505604681588153 -0.025970050006225473 0.013007741503623488 -0.021336820376324218 0.016958466270514481 -0.012148983867701635 -0.024578503452924214 0.017166751701716665
leaf_weight=0.0018631552530421064 0.0011355314787887035 0.0011147087094222751 0.0010749315974227277 0.0010262449043061718 0.0012900899488057704 0.0011517274935204903 0.0016537925315816002 0.0018167284157490843
leaf_count=146 359 902 942 219 212 112 547 471
internal_value=0 -0.00433952 -0.0114629 -0.00376664 0.00291924 -0.000226391 -0.00507388 0.00579258
internal_weight=0 0.00507904 0.00321589 0.00210118 0.00704787 0.00575778 0.00462225 0.00296846
internal_count=3910 2209 2063 1161 1701 1489 1130 583
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=12
num_cat=0
split_feature=484 133 133 3 3 160 2 1 4 47 15
split_gain=0.000116736 0.000119435 7.54269e-05 9.49013e-05 0.000190972 7.52615e-05 9.79765e-05 0.000130455 9.01694e-05 8.7392e-05 6.92135e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 0.069910000000000014 0.10679500000000001 0.11287500000000002 -1.0000000180025095e-35 0.09550500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 6 8 -8 -6 -10 -2
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=-0.00063411982763263923 0.0007265807952320162 -0.00060497614993006068 0.00046583286676643614 -0.00076953105963823538 0.00066207207852927389 -0.00034383346372120237 -0.00069548490256479256 0.00029365742607155039 -0.00034047948485115329 0.00044491261413687281 6.5682935756275146e-05
leaf_weight=0.0010914732153585053 0.0011136779976555482 0.0010479141444132327 0.0017182785631345053 0.0012838256810105133 0.0017408677636916868 0.001498097063318396 0.0010225795940181845 0.0010279441317838419 0.0010585921202112222 0.0011220600012355475 0.0013450101965203647
leaf_count=612 164 472 523 851 284 131 171 216 209 69 208
internal_value=0 3.16903e-05 8.32853e-05 2.4662e-05 -7.09387e-05 4.9122e-05 0.000147696 -0.00019962 0.000329303 6.3646e-05 0.000365041
internal_weight=0 0.0139788 0.0129309 0.0112127 0.00875397 0.00747014 0.00597204 0.00205052 0.00392152 0.00218065 0.00245869
internal_count=3910 3298 2826 2303 1931 1080 949 387 562 278 372
is_linear=0
shrinkage=0.00196078


Tree=5313
num_leaves=12
num_cat=0
split_feature=484 133 0 48 4 2 150 49 42 4 4
split_gain=0.000106008 7.51552e-05 7.80074e-05 6.75167e-05 8.98351e-05 0.00010335 0.000132178 9.44826e-05 5.43749e-05 9.20128e-05 0.000137079
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.11930500000000001 0.28937500000000005 0.10393500000000001 0.086420000000000011 -0.0090499999999999973 -0.087904999999999983 -0.0010999999999999996 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 10 -10
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0006160606037201613 0.00073736265091791655 -0.00046431510757953293 0.00060208297694604629 -0.00045294488400750613 0.00059513452843708585 -0.00046545061444002188 -0.00049990391141174176 0.00051201102921704874 -0.00017240535258329011 -0.00030370567123818573 0.00074422044641190427
leaf_weight=0.0010282773620156451 0.0011009190952504869 0.0010589743289176794 0.0010102474595565574 0.0010003435833502812 0.001158373599088579 0.0014466467906462865 0.0011782720316331711 0.0010406122063845091 0.0013213540638579242 0.0019630536604765261 0.0011941102065813052
leaf_count=612 182 472 70 115 336 440 200 268 494 296 425
internal_value=0 3.70923e-05 7.9865e-05 3.36019e-05 8.03863e-05 1.58895e-05 0.000105182 0.000212878 0.000108257 1.44428e-05 0.000262724
internal_weight=0 0.0134729 0.0124139 0.0114037 0.0104033 0.00924497 0.00779832 0.00662005 0.00551913 0.00447852 0.00251546
internal_count=3910 3298 2826 2756 2641 2305 1865 1665 1483 1215 919
is_linear=0
shrinkage=0.00196078


Tree=5314
num_leaves=12
num_cat=0
split_feature=158 48 16 15 3 47 0 0 1 3 4
split_gain=5.99977e-05 5.90758e-05 8.47537e-05 0.000122853 0.000111753 0.000100213 6.32849e-05 0.000120881 5.57295e-05 4.56605e-05 6.19465e-06
threshold=0.082560000000000008 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.11476000000000001 0.09550500000000002 -0.11287999999999999 -0.084794999999999995 0.081005000000000008 -0.089604999999999976 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 10 -8 9 -9 -5
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.00054443942952364785 -0.00047166072901761748 -0.00040478018500016047 -0.00058632275135368621 9.6143186697490208e-05 0.00063074390869475368 0.00053998106306806816 -0.00075354112890662522 0.00035978130662440191 -0.00038603808330372791 -0.00017030937112322289 0.00031415255194728995
leaf_weight=0.0012762547162590539 0.0010020816969850089 0.0011155577319223653 0.0011814303806645414 0.0010014826561420588 0.0012485919683298567 0.0011361350655300856 0.0011855299823645381 0.001435064013870773 0.0011839654598565699 0.0011064034216169175 0.0010029262825348439
leaf_count=178 457 150 352 152 110 149 750 265 615 670 62
internal_value=0 2.64466e-05 6.73606e-05 9.27043e-06 8.49311e-05 2.88888e-07 -8.83778e-05 -0.000208212 -3.46745e-05 0.000129011 0.000205226
internal_weight=0 0.0128733 0.0117578 0.0104815 0.0093001 0.00805151 0.00691537 0.00491096 0.00372543 0.00254147 0.00200441
internal_count=3910 3453 3303 3125 2773 2663 2514 2300 1550 935 214
is_linear=0
shrinkage=0.00196078


Tree=5315
num_leaves=9
num_cat=0
split_feature=4 12 3 4 150 52 42 16
split_gain=1.7203e-05 3.3099e-05 4.37018e-05 5.49248e-05 5.27764e-05 5.00361e-05 4.16609e-05 3.85034e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 0.086645000000000014 0.084240000000000023 0.086325000000000013 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.017636081820154796 0.0097448990405067867 -0.021389055694273622 0.01898751316392969 0.029476933283427355 -0.016210500009386886 -0.010245207203585797 -0.006110441934996603 0.007301597290077325
leaf_weight=0.0011436229082244778 0.0015400088560144224 0.0012553185669572191 0.0011132981916757356 0.0013599366991057485 0.0013888498547160654 0.0014944115631809543 0.0010661049611529671 0.0018456284144218057
leaf_count=300 441 241 101 298 227 1036 637 629
internal_value=0 -0.00156147 0.000368834 -0.00209579 0.00128917 0.00550424 0.0110141 0.0167093
internal_weight=0 0.0106672 0.00952355 0.00841025 0.00715493 0.00576608 0.00427167 0.00320557
internal_count=3910 3469 3169 3068 2827 2600 1564 927
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=10
num_cat=0
split_feature=157 2 12 1 2 42 13 52 1
split_gain=1.56019e-05 3.99789e-05 5.24952e-05 4.72782e-05 4.43267e-05 2.70214e-05 4.64599e-05 8.82677e-05 5.81289e-05
threshold=-0.07453499999999999 0.086545000000000025 0.097345000000000015 0.095575000000000007 0.090050000000000005 0.092145000000000019 -0.0101 0.09086000000000001 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 -6 -8
right_child=1 4 -4 -5 5 -7 8 -9 -10
leaf_value=0.010735372913344074 -0.0273833408411597 0.021719832800280222 0.0098805949118184518 -0.00082312769985960494 0.03110588711397367 -0.014867249238391856 0.0053629265287607683 -0.0086946748470505732 -0.024423186749691371
leaf_weight=0.0011939141170060332 0.0016641182752729815 0.0010841300798575069 0.0010145708928046195 0.0011220891950163422 0.0012574719346579674 0.0010444382976905892 0.0017453584830404941 0.0010006099416767817 0.0010489463537946176
leaf_count=502 978 410 187 302 334 440 482 155 120
internal_value=0 -0.00130148 -0.00959492 -0.0166867 0.00308812 -0.000224954 0.00280193 0.0134693 -0.0058184
internal_weight=0 0.0109817 0.00380078 0.00278621 0.00718096 0.00609683 0.00505239 0.00225808 0.0027943
internal_count=3910 3408 1467 1280 1941 1531 1091 489 602
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=11
num_cat=0
split_feature=158 48 50 4 130 47 16 16 2 13
split_gain=5.40604e-05 5.59985e-05 9.42024e-05 0.000106814 6.2269e-05 7.35478e-05 8.89617e-05 7.0038e-05 6.60885e-05 3.19582e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -0.0015749999999999998 0.09550500000000002 -0.014099999999999998 -0.09601999999999998 0.092340000000000019 -0.034809999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -8 -6
right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-0.00039627518435605188 -0.0004355555511418906 -0.00040242887228436608 -0.00049684914314539663 0.00071638366843328975 -0.00017459813373897108 0.00054307684044328569 -4.3285076711000002e-05 -0.0004657614605173116 0.00050127176244619317 0.00032056752413729765
leaf_weight=0.0010430883542002301 0.0010566777887757667 0.0010735263899944785 0.0010420642858852804 0.0010442934768052541 0.0010014344545442688 0.0012872385086078846 0.0015381787077491974 0.0017247180700215472 0.0019343783027302478 0.0010030445451017678
leaf_count=271 488 150 638 297 155 181 507 724 415 84
internal_value=0 2.6042e-05 6.56321e-05 0.000121052 5.583e-05 0.000111383 3.42218e-05 -0.000176073 0.000260059 7.31836e-05
internal_weight=0 0.012692 0.0116184 0.0105764 0.00953208 0.00848899 0.00720175 0.0037292 0.00347256 0.00200448
internal_count=3910 3422 3272 2634 2337 2066 1885 963 922 239
is_linear=0
shrinkage=0.00196078


Tree=5318
num_leaves=10
num_cat=0
split_feature=484 4 12 47 13 0 1 16 15
split_gain=8.89323e-05 5.75852e-05 6.27801e-05 8.52097e-05 7.86201e-05 9.40074e-05 0.000131099 0.000105518 7.55677e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.09547499999999999 -0.10943499999999999 0.081005000000000008 -0.094359999999999986 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 8 -6 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00057147573599664709 -0.0004455078838118419 0.00037402042293840996 0.00031148382754897578 0.00046549709994298622 -0.00025827292574218759 -0.00032272472825802716 -0.00075810421639283746 0.00059738296689048221 0.00032122898824675505
leaf_weight=0.00100238182037645 0.0011706373076710514 0.0016746324464235679 0.0018948415592828999 0.0014993315598207145 0.001060475395346927 0.0016921399686615265 0.0015836186357866874 0.0011604162249959377 0.0011957063830739011
leaf_count=612 276 447 224 200 73 750 638 104 586
internal_value=0 3.47777e-05 -1.56885e-05 3.41961e-05 -4.11094e-05 -0.000140941 -0.000304721 0.000188807 -5.60971e-05
internal_weight=0 0.0129318 0.0112572 0.0100865 0.0085872 0.00669236 0.00447146 0.00222089 0.00288785
internal_count=3910 3298 2851 2575 2375 2151 1974 177 1336
is_linear=0
shrinkage=0.00196078


Tree=5319
num_leaves=12
num_cat=0
split_feature=158 4 43 0 43 151 51 2 3 16 0
split_gain=5.57579e-05 4.91733e-05 7.02372e-05 9.46347e-05 5.118e-05 5.58959e-05 5.61584e-05 8.1036e-05 5.02765e-05 1.7909e-05 1.25735e-05
threshold=1.0000000180025095e-35 -0.49837999999999999 -0.24333999999999997 -0.035699999999999989 0.0033500000000000005 -0.0088999999999999982 0.081825000000000009 0.085155000000000022 0.086245000000000016 -0.089559999999999987 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 10 -4 -9 -7
right_child=-2 2 3 -5 -6 6 -8 9 -10 -11 -12
leaf_value=-0.00037531498357284721 -0.00044240149429389068 -0.00040413542311955363 0.00012491050754919735 0.00056991195560958765 -0.00034856118221186755 0.00019457033051649867 -0.0001212625346130711 0.00077207259763042199 -0.00048134666698824546 0.00040846624491677427 -0.00011073134683323841
leaf_weight=0.0010735499538314869 0.0010578731950792826 0.0011168411991337264 0.0010474551036850493 0.0014950125991106981 0.0011530192346431963 0.0010197949370686634 0.0015739233971961827 0.0010215293822527854 0.0010562172897770061 0.0010624592711114993 0.0010553295444707649
leaf_count=169 488 168 395 251 566 67 282 183 119 604 618
internal_value=0 2.61665e-05 6.33175e-05 0.000113111 3.71439e-05 9.38928e-05 0.000194204 0.000313585 -0.000179481 0.000586699 3.93055e-05
internal_weight=0 0.0126751 0.0116016 0.0104847 0.00898973 0.00783671 0.00573304 0.00415911 0.00210367 0.00208399 0.00207512
internal_count=3910 3422 3253 3085 2834 2268 1754 1472 514 787 685
is_linear=0
shrinkage=0.00196078


Tree=5320
num_leaves=13
num_cat=0
split_feature=484 133 0 474 484 42 133 1 12 151 2 3
split_gain=0.000134759 0.000112821 0.000112634 8.26512e-05 0.00012786 0.000117831 0.000116599 0.000116526 8.98129e-05 0.000129743 0.000179256 4.36476e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.084655000000000022 1.0000000180025095e-35 -0.090359999999999982 0.083815000000000014 0.122185 0.095295000000000019 -0.0088999999999999982 0.086650000000000019 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -7 -11 -12
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13
leaf_value=-0.00067004828416804101 -0.00055930552785886996 -0.00056776398445708811 0.00068723520810537637 0.00053265276192827492 -0.00068909541589878083 -0.00052611178640732468 0.00071386971352196201 0.00061385091172785683 -0.00057780244565162409 -0.00025023951012303108 0.00076809686463620195 0.000234685553633091
leaf_weight=0.0011231617701260377 0.0011021696006899605 0.0011019781955976275 0.0010959561136381418 0.0011442890855211949 0.0010013263738614117 0.0012276238823289883 0.0011134650485907444 0.0011447718573979063 0.0010910202242198734 0.001935267225809373 0.001436401632367636 0.0010006589267604893
leaf_count=612 288 472 70 295 384 173 274 192 267 483 320 80
internal_value=0 3.51338e-05 8.51137e-05 3.10103e-05 -2.09249e-05 4.56388e-05 0.000120143 3.57737e-05 -6.31308e-05 3.7141e-05 0.000195286 0.000549078
internal_weight=0 0.0143949 0.0132929 0.012197 0.0110527 0.0100514 0.00894921 0.00783574 0.00669097 0.00559995 0.00437233 0.00243706
internal_count=3910 3298 2826 2756 2461 2077 1789 1515 1323 1056 883 400
is_linear=0
shrinkage=0.00196078


Tree=5321
num_leaves=12
num_cat=0
split_feature=11 3 124 0 13 15 3 12 4 1 3
split_gain=0.000106316 0.000119581 8.70236e-05 9.79475e-05 9.55919e-05 7.78134e-05 0.000142095 6.62252e-05 5.9845e-05 4.07171e-05 7.81751e-05
threshold=0.08184000000000001 -0.10628499999999998 -0.061329999999999989 -0.053834999999999994 -0.071594999999999978 0.088190000000000004 -0.078669999999999976 0.091405000000000014 0.097045000000000006 0.094695000000000015 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 5 -5 6 -4 -1 9 10 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.00012391851592204412 -0.00063250592627019152 0.0004799409338714977 -0.00069913009584039157 -3.3005226156427522e-05 -0.00085563900735503211 0.00036326409485153686 -0.00042439914332528545 0.00080456600183742696 -0.00029108600803356109 0.00040002550152233606 0.00027720285711914979
leaf_weight=0.0011722993559557379 0.0010176838512306738 0.0010701740805263262 0.0012651883201764509 0.0010059689786517511 0.0011802657547074465 0.0017011907949658978 0.0010112553194249474 0.0010346442481530584 0.001633936829964976 0.0015763124636849236 0.0015410620235532246
leaf_count=181 224 300 1179 72 269 745 285 117 266 193 79
internal_value=0 2.35801e-05 -5.36532e-05 -0.000105969 -0.000477114 -1.3013e-05 -0.000104097 0.000443015 2.65437e-05 0.000152248 -7.79329e-07
internal_weight=0 0.0141923 0.0119854 0.0109152 0.00218623 0.00872895 0.00702775 0.00220694 0.00576257 0.00412863 0.00255232
internal_count=3910 3686 3388 3088 341 2747 2002 298 823 557 364
is_linear=0
shrinkage=0.00196078


Tree=5322
num_leaves=11
num_cat=0
split_feature=133 133 50 16 160 4 13 49 15 1
split_gain=5.86742e-05 7.80196e-05 4.82305e-05 7.26402e-05 0.000138341 7.05171e-05 6.17665e-05 5.53492e-05 5.56238e-05 5.04727e-05
threshold=0.10681500000000001 0.083815000000000014 0.086465000000000014 -0.013279999999999998 -0.081069999999999989 -0.0031049999999999997 0.025140000000000006 -0.045004999999999996 -0.106555 0.10353000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 9 -7 -9 -6
right_child=-2 -3 -4 4 6 7 -8 8 -10 -11
leaf_value=-0.00051841266865471232 -0.00046439652304640274 0.00042632954643869527 -0.00041672221859067866 0.00082004808362810193 -0.00047838167070291676 0.00028003933208529822 0.00040330526623236375 5.9323551968951544e-05 -0.00048340404333521589 0.00012698342190341238
leaf_weight=0.0013645399912883254 0.001004288969152522 0.0016464532526039776 0.0011202107489233825 0.0010653920097143913 0.0011026032003607677 0.0016260536619894838 0.001000740184136378 0.0017196469086830169 0.0012565456058355011 0.0010187844780471995
leaf_count=702 545 723 401 178 343 161 223 297 157 180
internal_value=0 2.76183e-05 -3.06067e-05 1.19891e-05 0.000209952 -0.000126943 1.76398e-06 -1.0874e-05 -0.000169816 -0.000187658
internal_weight=0 0.012921 0.0112745 0.0101543 0.00418752 0.00596679 0.00312213 0.00460225 0.00297619 0.00212139
internal_count=3910 3365 2642 2241 924 1317 746 615 454 523
is_linear=0
shrinkage=0.00196078


Tree=5323
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 1 151 2
split_gain=2.11145e-05 5.79576e-05 3.54919e-05 4.37038e-05 5.88349e-05 5.17902e-05 5.73163e-05 8.55661e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.077534999999999979 -0.055679999999999993 -0.017214999999999998 0.076710000000000014 -0.0088999999999999982 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.014069769997794211 0.015926851437093992 0.021706830514779261 -0.014110809188499763 -0.02589171657050995 0.0027780718318811395 -0.012126584276474714 1.8261714859504986e-06 0.032328878556693232
leaf_weight=0.0010026594496820558 0.001058131254350691 0.001215102263468223 0.001602819353407804 0.0016572073503801938 0.0012600298234619626 0.0011852438379827447 0.0019697976506869875 0.0014012336273525657
leaf_count=176 395 239 1011 660 545 178 471 235
internal_value=0 0.00106921 -0.0014052 -0.00342579 -0.0135085 0.00134985 0.00678865 0.0134392
internal_weight=0 0.0113496 0.0101345 0.00907633 0.00291724 0.00615909 0.00455628 0.00337103
internal_count=3910 3734 3495 3100 1205 1895 884 706
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=10
num_cat=0
split_feature=4 0 4 4 1 2 3 47 457
split_gain=1.71429e-05 4.71747e-05 2.89668e-05 3.47701e-05 3.31826e-05 5.09451e-05 0.000120509 3.74645e-05 3.44752e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.08422499999999998 -0.076329999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.09550500000000002 0.041935000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6 -8
right_child=1 -3 3 4 5 6 8 -9 -10
leaf_value=-0.01268799921052555 -0.016997847764456311 0.019628953897195288 0.016897996975666449 -0.014061069514579359 -0.022898374856102226 0.037655845061899645 -0.011145734386907693 0.0020615860660681694 0.011935206536654657
leaf_weight=0.001000773936780869 0.0010491248762414173 0.0012096631860673444 0.0011381331294938188 0.0017248688782943809 0.0011397130764769594 0.0010502075106508697 0.00167158960157352 0.0012730845554951411 0.0010559408994552932
leaf_count=176 498 239 534 1234 432 309 214 186 88
internal_value=0 0.000966685 -0.00126788 0.00055491 -0.00179502 0.00162267 0.00887257 -0.00972854 -0.00221014
internal_weight=0 0.0113123 0.0101027 0.00905354 0.0079154 0.00619054 0.00377774 0.0024128 0.00272753
internal_count=3910 3734 3495 2997 2463 1229 611 618 302
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=10
num_cat=0
split_feature=11 403 3 12 3 16 0 16 15
split_gain=2.00995e-05 3.39752e-05 6.60752e-05 3.51329e-05 8.46256e-05 4.71258e-05 3.52867e-05 4.41631e-05 2.84037e-05
threshold=0.078340000000000007 0.087440000000000004 -0.10628499999999998 0.086935000000000012 -0.010319999999999998 -0.014099999999999998 -0.10131499999999999 -0.071799999999999989 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 8 -6
right_child=-2 -3 3 5 6 -7 -8 -9 -10
leaf_value=0.022944216958277881 -0.013361225425112347 -0.016456292292290016 0.028119862739904508 -0.025349150735738176 0.0060119327188461512 0.0016920651548885616 -0.01652984814179188 0.015749209751229416 -0.016638727249135492
leaf_weight=0.0014085475554979571 0.0010495441442605899 0.001002697036329706 0.0011565917322653094 0.0011416832287154542 0.0010310308395711128 0.0014798369345142954 0.0012389198960585986 0.0015701803067472157 0.001195624261679231
leaf_count=214 263 342 847 965 135 558 325 131 130
internal_value=0 0.00110989 0.00283292 -0.000381076 0.00372685 -0.0100845 -0.00187563 0.00290608 -0.00615056
internal_weight=0 0.0112251 0.0102224 0.00881387 0.00619235 0.00262152 0.00503576 0.00379684 0.00222666
internal_count=3910 3647 3305 3091 1568 1523 721 396 265
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=12
num_cat=0
split_feature=484 133 16 52 157 52 15 15 4 15 16
split_gain=0.000165863 9.39219e-05 9.35011e-05 0.00012162 0.000101483 0.000114923 7.40825e-05 0.000144926 7.42731e-05 5.5804e-05 0.000104465
threshold=-0.0043499999999999988 0.10681500000000001 -0.014099999999999998 0.096170000000000019 -0.072409999999999988 -0.096614999999999993 -0.021529999999999997 0.085120000000000015 0.00046500000000000008 -0.14487999999999998 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 -2 -10 -11
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12
leaf_value=-0.00075817467392103987 0.00054804320426324337 -0.00051830166841744453 0.00064287824029329833 0.00082319311691140282 0.00028544543879361456 -0.00052109849594540703 -0.00082278066720857404 9.0214468759811038e-05 0.0003493729160389755 -0.00053203112059213283 0.00028769186598111941
leaf_weight=0.0010536983973388021 0.0011130027852183011 0.0010335330969712198 0.0010525458130858163 0.0012831379119468511 0.0015281854735806921 0.0012226389345112569 0.0011689106200345684 0.0015612867487353388 0.0010317991276379722 0.0014482166519851993 0.0010177842819979383
leaf_count=612 222 472 314 117 420 259 301 588 277 239 89
internal_value=0 4.96401e-05 9.68729e-05 0.000301194 0.000125088 -7.30333e-05 -4.46994e-05 -0.000300677 0.000106873 -3.35083e-05 -0.00019371
internal_weight=0 0.013461 0.0124275 0.00508651 0.00380337 0.00275082 0.007341 0.0027302 0.0046108 0.0034978 0.002466
internal_count=3910 3298 2826 1110 993 679 1716 889 827 605 328
is_linear=0
shrinkage=0.00196078


Tree=5327
num_leaves=10
num_cat=0
split_feature=13 1 15 12 15 15 47 16 3
split_gain=1.83491e-05 2.97895e-05 7.17788e-05 4.39326e-05 3.30382e-05 5.59705e-05 6.32999e-05 0.000106745 5.65105e-05
threshold=-0.45122499999999993 1.0000000180025095e-35 0.083935000000000023 0.085775000000000004 0.035895000000000003 -0.017214999999999998 0.10887000000000001 -0.09601999999999998 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 -9
right_child=1 4 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0128412780244299 -0.0060893553702106567 0.028994749478413497 0.0080702676002763468 -0.034916058129348143 -0.012062772648626006 0.024222449639730748 -0.018813924972006003 0.010794492889869015 -0.019812651562534197
leaf_weight=0.0010029417925035882 0.0010494517828707663 0.0014001684671507628 0.0014853654049152452 0.0010654097300943043 0.0013329627233015376 0.0012493916787765305 0.001262651564954506 0.0011208692571053691 0.0013062060818668161
leaf_count=112 435 328 856 684 538 325 191 290 151
internal_value=0 -0.00127364 -0.00877808 -0.0206115 0.00224784 0.00525694 0.000601567 0.00700696 -0.00567769
internal_weight=0 0.0112725 0.00360023 0.00211486 0.00767225 0.00633929 0.0050899 0.00382724 0.00242708
internal_count=3910 3798 1975 1119 1823 1285 960 769 441
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=12
num_cat=0
split_feature=484 133 133 12 16 15 13 4 3 12 47
split_gain=0.000137672 6.37337e-05 9.34726e-05 7.84253e-05 9.6025e-05 9.79817e-05 0.000117149 6.2562e-05 4.7323e-05 7.36069e-05 2.6602e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 -0.023959999999999995 -0.008069999999999999 -0.03231499999999999 -0.012339999999999999 0.0014600000000000001 -0.100615 0.051320000000000005 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 -6 -10 -9
right_child=1 -3 -4 4 8 6 -8 10 9 -11 -12
leaf_value=-0.00070384685294924969 -0.00049613488359515501 -0.00042171235402893185 0.00053193162857997141 0.00054237560183603847 0.00067961442130929695 7.9224444914156948e-05 -0.00079054666320946981 0.00014605706165807342 0.0005190595466929794 -0.00019208656311058502 -0.00023558675243489423
leaf_weight=0.001032479343819454 0.0010429303411632002 0.0010585226788023044 0.0015363827318156673 0.0010010784898064531 0.0010684124149054654 0.001116250276600794 0.0012758997995259975 0.0015403427662726297 0.0011673909329116858 0.0010747470629706413 0.001290485742070472
leaf_count=612 295 481 514 158 191 488 375 264 155 286 91
internal_value=0 3.96834e-05 8.00004e-05 1.43576e-05 7.01972e-05 -7.33134e-05 -0.000384685 0.000121067 0.000340007 0.000178179 -2.79224e-05
internal_weight=0 0.0131724 0.0121139 0.0105775 0.00953461 0.00622406 0.00239215 0.00383191 0.00331055 0.00224214 0.00283083
internal_count=3910 3298 2817 2303 2008 1376 863 513 632 441 355
is_linear=0
shrinkage=0.00196078


Tree=5329
num_leaves=10
num_cat=0
split_feature=11 159 52 2 13 3 2 4 4
split_gain=1.9528e-05 2.93322e-05 5.33108e-05 5.38108e-05 4.34366e-05 4.1321e-05 6.39302e-05 4.40387e-05 4.88236e-05
threshold=0.077330000000000024 0.090705000000000022 -0.081429999999999989 0.11339500000000001 -0.010739999999999998 0.097615000000000021 0.095195000000000016 -0.081774999999999987 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.030654608198401018 -0.012496931887780807 -0.014819016697590202 0.022990331671336229 -0.017460359182644377 0.0022414359159573724 0.019717404538538479 -0.023286269792627278 -0.013905769808016208 0.011196482823084365
leaf_weight=0.0011009802367005419 0.0011547617096945651 0.0010403816913616979 0.0010019272755529777 0.001584151930300569 0.0010522886052821612 0.0012159168029861412 0.0010131672686547848 0.0015218962298670293 0.0015784388018856503
leaf_count=383 279 462 533 312 282 98 325 990 246
internal_value=0 0.0011664 0.00281814 -0.000977015 0.0167693 0.00314725 -0.000791414 0.00476431 -0.00112574
internal_weight=0 0.0111091 0.0100688 0.0079155 0.00215327 0.00633135 0.00511543 0.00410226 0.00310034
internal_count=3910 3631 3169 2504 665 2192 2094 1769 1236
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=9
num_cat=0
split_feature=1 12 47 52 2 16 4 1
split_gain=1.94047e-05 3.41516e-05 4.17554e-05 6.12082e-05 4.8517e-05 7.60485e-05 7.22519e-05 7.43534e-05
threshold=0.12864500000000004 0.10700500000000002 0.09252500000000001 -0.092854999999999979 0.084235000000000018 -0.0070049999999999991 0.0057500000000000008 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.018371775890619706 0.011097233039213877 -0.018995571662762056 -0.015492003350104522 0.02177571536029721 -0.00025840006567199773 0.019828213568032004 0.0088722616910425559 -0.037831966877559409
leaf_weight=0.0011587923281748376 0.0013721593535990983 0.0010142392395075693 0.0014344286538902897 0.0015961314502604563 0.0011040908277818147 0.0016850605633424616 0.0018542044083383362 0.001007039222814597
leaf_count=564 331 287 308 747 864 329 355 125
internal_value=0 -0.00152398 0.000276919 0.002968 0.00638044 0.00203157 -0.00553108 -0.0181815
internal_weight=0 0.010854 0.00983975 0.00840532 0.00724653 0.0056504 0.00396533 0.00211113
internal_count=3910 3579 3292 2984 2420 1673 1344 989
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=12
num_cat=0
split_feature=158 48 50 4 40 47 3 1 48 12 16
split_gain=6.57751e-05 4.92524e-05 9.55611e-05 9.53828e-05 6.53696e-05 0.000118563 0.000110006 7.75699e-05 0.000108033 8.27116e-05 5.85312e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.09112000000000002 0.083775000000000002 0.089995000000000006 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00036889648141903123 -0.00047607116835745255 -0.00037355466087649395 -0.0004942692988061713 0.00069152263012414793 0.0004053572890793739 0.00071670568484485107 0.00059602170449443465 -0.00049218250764484573 0.00052368608538757059 -0.00055893746142126602 -0.00022971442807984146
leaf_weight=0.0011770476045449884 0.0010638537229611137 0.0010567365758758782 0.0010535377178584751 0.0010310696629266562 0.0010994474171602962 0.0011249235634625638 0.0011214149377512389 0.0013234171966889242 0.0013095969770202378 0.0011790158026744268 0.0011328864684437747
leaf_count=199 488 150 638 300 328 170 111 276 188 547 515
internal_value=0 3.16306e-05 6.86944e-05 0.000125187 6.35109e-05 0.000124901 3.19958e-05 -7.26483e-05 4.49593e-05 -0.000138821 8.30649e-05
internal_weight=0 0.0126091 0.0115524 0.0104988 0.00946775 0.0082907 0.00716578 0.00604436 0.00472095 0.00341135 0.00223233
internal_count=3910 3422 3272 2634 2334 2135 1965 1854 1578 1390 843
is_linear=0
shrinkage=0.00196078


Tree=5332
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 3 15 4 1
split_gain=9.46767e-05 6.01184e-05 6.09494e-05 7.69241e-05 7.09149e-05 0.000124009 7.31526e-05 0.000107018 5.86021e-05 5.03783e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 -0.06272999999999998 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 9 -9 -8
right_child=1 -3 3 -5 5 6 7 8 -10 -11
leaf_value=-0.00058651003312006924 -0.00032762557158256189 -0.00040835660904269732 0.00039725164127812955 0.00055533371076468916 -0.00061500878078330347 0.00050116414079769058 -1.0531257753735405e-05 -0.00070679835819397396 -4.2310831887684626e-05 0.00049180637495172485
leaf_weight=0.0010132707996607761 0.0012950527400373184 0.0010788712329133946 0.0019121605222226119 0.0013778738598217962 0.0011611864539587584 0.0012778669338631048 0.0017900990598957419 0.0010130108665699581 0.0010281771249314228 0.0013437182696436961
leaf_count=612 351 481 281 474 706 395 122 135 143 210
internal_value=0 3.52999e-05 7.45361e-05 0.0001223 5.96658e-05 -2.51139e-05 8.10369e-05 -2.27053e-05 -0.000372086 0.000204861
internal_weight=0 0.013278 0.0121991 0.0109041 0.00952622 0.00761406 0.00645287 0.00517501 0.00204119 0.00313382
internal_count=3910 3298 2817 2466 1992 1711 1005 610 278 332
is_linear=0
shrinkage=0.00196078


Tree=5333
num_leaves=10
num_cat=0
split_feature=158 156 15 151 15 3 15 16 1
split_gain=5.78475e-05 4.47577e-05 7.83504e-05 0.000100381 5.93487e-05 0.000107887 9.33319e-05 7.10352e-05 0.000110855
threshold=1.0000000180025095e-35 0.083820000000000019 -0.11739999999999999 -0.076429999999999984 1.0000000180025095e-35 -0.10628499999999998 0.088190000000000004 -0.094359999999999986 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -7 -9
right_child=-2 -3 3 4 6 7 -8 8 -10
leaf_value=-0.00031767370637989612 -0.00045014413864104968 -0.00031045321053406135 0.00069654577227115059 0.00075721231786001907 -0.0006411955493400885 -0.00037495749466941918 9.1789251892426376e-05 -0.00010903173796443817 0.00061149868835770334
leaf_weight=0.0017264817058672945 0.0010616962864675944 0.0013543169222207498 0.0010890503341127742 0.0010285601646411778 0.0010164730845575488 0.001118656005146186 0.0019475117747642309 0.001942991755031103 0.0014215754967011156
leaf_count=410 488 515 342 98 535 196 767 403 156
internal_value=0 2.63728e-05 6.67728e-05 0.000136167 6.41637e-05 0.000184484 -0.000159582 5.30858e-05 0.000195402
internal_weight=0 0.0126456 0.0112913 0.00956482 0.00847577 0.00551178 0.00296398 0.00448322 0.00336457
internal_count=3910 3422 2907 2497 2155 853 1302 755 559
is_linear=0
shrinkage=0.00196078


Tree=5334
num_leaves=11
num_cat=0
split_feature=484 4 16 12 12 13 4 13 48 2
split_gain=7.99198e-05 5.26937e-05 6.82434e-05 5.34717e-05 5.70089e-05 8.61644e-05 8.90975e-05 8.5037e-05 0.000120721 9.77871e-05
threshold=-0.0043499999999999988 0.27020000000000005 -0.38486499999999996 0.10700500000000002 -0.036459999999999992 -0.094679999999999986 -0.23071499999999998 -0.0041499999999999983 0.086215000000000014 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 9 -9
right_child=1 -3 3 -5 5 6 7 8 -10 -11
leaf_value=-0.00066074875947525044 -0.00061484290184944321 0.00023756054636600923 -0.00047655609721405711 -0.00050621379172772498 0.00047930629218782025 -0.00056461486700492972 -0.00032518602131137707 2.4048569661849004e-05 -0.00038332250553270583 0.00074997595639812254
leaf_weight=0.0010138528930659302 0.0010429169618581023 0.0016558346600476165 0.0010225077957022695 0.0010555065363777412 0.0012910122759590258 0.0011740694523566008 0.0017877229951967534 0.001380815488081299 0.0010319747929310053 0.0014761047991416875
leaf_count=612 126 447 258 242 210 188 1304 123 69 331
internal_value=0 -8.90386e-05 -0.000137055 -8.82973e-05 -4.01629e-05 1.46433e-05 -7.29225e-05 2.87721e-05 0.000191486 0.000399119
internal_weight=0 0.0129185 0.0112626 0.0102197 0.00916421 0.0081417 0.00685069 0.00567662 0.0038889 0.00285692
internal_count=3910 3298 2851 2725 2483 2225 2015 1827 523 454
is_linear=0
shrinkage=0.00196078


Tree=5335
num_leaves=9
num_cat=0
split_feature=1 4 3 3 150 1 52 47
split_gain=1.77686e-05 4.03678e-05 3.63317e-05 5.88032e-05 3.53472e-05 3.96247e-05 3.05922e-05 2.46158e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.084129999999999996 -0.057849999999999992 0.077110000000000012 0.10561500000000001 -0.014099999999999998 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 -8
right_child=4 2 3 -5 -6 6 7 -9
leaf_value=0.0069139962287629881 -0.01223736439997024 -0.02591000579677637 0.012312277871592534 -0.021073096175625982 0.015544341112682596 0.01837777996680888 -0.012316759360553963 0.0085122925686682074
leaf_weight=0.0018857366711308777 0.001979981027030178 0.0011351192522655309 0.0010979661623371469 0.0010155683896624691 0.0017066945910145879 0.0012034714933669946 0.0010761517955646847 0.001200121086448466
leaf_count=146 714 896 941 217 349 260 258 129
internal_value=0 -0.00472416 -0.0114797 -0.00372963 0.00298307 -0.000943552 0.00548265 -0.00133504
internal_weight=0 0.00513439 0.00324865 0.00211353 0.00716642 0.00545973 0.00347974 0.00227627
internal_count=3910 2200 2054 1158 1710 1361 647 387
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=9
num_cat=0
split_feature=4 0 43 160 4 4 1 4
split_gain=1.88171e-05 4.21094e-05 3.40667e-05 5.01923e-05 5.42189e-05 0.000171339 6.24374e-05 3.75121e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -1.0000000180025095e-35 -0.06272999999999998 0.11198000000000001 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -6 -2
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.013329829819373196 -0.023970265906501129 0.018644952992783775 -0.0028782713786234164 -0.015789650757163654 -0.013665621751011381 0.049383943925579848 0.013717817572422408 -0.0002942701112929427
leaf_weight=0.0010040292459000824 0.0011964883619657106 0.0012023383049362098 0.0016650364620581699 0.0012599123635358969 0.0019886048053417409 0.0010065185699108525 0.0014324548809911361 0.0015184920591857474
leaf_count=176 914 239 958 217 481 333 292 300
internal_value=0 0.000956982 -0.00115545 0.00237938 0.00613662 0.0168117 -0.00219972 -0.0107283
internal_weight=0 0.0112698 0.0100675 0.00735253 0.00609261 0.00267156 0.00342106 0.00271498
internal_count=3910 3734 3495 2281 2064 1291 773 1214
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=9
num_cat=0
split_feature=11 48 47 2 150 4 15 4
split_gain=1.71531e-05 3.31749e-05 3.61989e-05 6.13355e-05 5.48956e-05 9.2273e-05 3.52986e-05 6.08505e-05
threshold=0.078340000000000007 0.096835000000000018 0.087850000000000025 0.11260500000000001 0.086420000000000011 -0.08422499999999998 0.088615000000000013 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.01553701564161647 -0.012414589843457073 0.014740692061885639 -0.014121439837273134 0.020757951462061199 -0.022612648005045932 0.035964569619482106 -0.003442889061856864 0.0038051728361655855
leaf_weight=0.0019575428027440878 0.0010488793665264827 0.0015108293908029551 0.0017694656770035353 0.0013916147080145084 0.0011111734391749742 0.0010806076479259693 0.0010674018440985722 0.0012916314662603386
leaf_count=541 263 341 280 456 265 287 648 829
internal_value=0 0.000959987 -0.00119322 0.00170249 -0.00237194 0.00179522 0.0116592 0.0184545
internal_weight=0 0.0111803 0.00966944 0.00789997 0.00650836 0.00539718 0.00343964 0.00237224
internal_count=3910 3647 3306 3026 2570 2305 1764 1116
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=9
num_cat=0
split_feature=43 131 42 16 15 4 49 16
split_gain=1.80092e-05 5.65737e-05 4.69694e-05 4.36978e-05 5.32055e-05 0.000121964 5.2336e-05 5.78195e-05
threshold=-0.15648499999999999 1.0000000180025095e-35 0.086325000000000013 -0.19424999999999998 -0.10469999999999999 0.015635000000000003 -0.006494999999999999 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=0.0089908594147009562 -0.0097215319612153541 -0.023251024067845516 -0.016152401610984649 -0.012967732653755896 -0.011710471860908686 0.043178986678846752 0.024511217968047363 -0.0056407202625965063
leaf_weight=0.0018256829395111333 0.0018423894438528094 0.0010973067477518935 0.0013947613337668046 0.0010180692584271962 0.0013547467248950602 0.0010090138933439297 0.001590115405967017 0.0010598956552028116
leaf_count=314 293 616 1060 203 319 126 759 220
internal_value=0 -0.00178025 0.000761563 0.00375753 0.00787463 0.0121068 0.004278 0.0124517
internal_weight=0 0.0103663 0.00926899 0.00787423 0.00603184 0.00501377 0.00400476 0.00265001
internal_count=3910 3596 2980 1920 1627 1424 1298 979
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=10
num_cat=0
split_feature=49 151 4 160 42 403 47 3 4
split_gain=1.70324e-05 5.16457e-05 5.28814e-05 4.86625e-05 4.52643e-05 4.68952e-05 5.90893e-05 5.25812e-05 0.00017942
threshold=-0.047894999999999993 -0.03268999999999999 0.27608500000000008 0.069910000000000014 0.091955000000000023 0.03138500000000001 0.09550500000000002 -0.078669999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 6 7 -3 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0070176860628594212 -0.02179940392442168 -0.02561820039692907 0.021859611839922584 0.020697976637589093 -0.019394894596400661 0.019937182444180912 0.018078510643671403 0.021165104706105695 -0.030691067289147562
leaf_weight=0.0012398560219526382 0.0011659695336533006 0.0012297120596036367 0.0010321353054688681 0.0012953405312872662 0.0012812122894996373 0.0011037516687141605 0.0010658623635112895 0.0015808204728802806 0.0011545128056399678
leaf_count=332 388 1158 324 173 623 288 158 293 173
internal_value=0 -0.00207068 0.000652224 0.00714343 -0.0022994 0.00127096 -0.0028243 -0.00844329 -0.000722032
internal_weight=0 0.00961398 0.00844801 0.0025352 0.00741587 0.00613466 0.00503091 0.00396505 0.00273533
internal_count=3910 3405 3017 505 2693 2070 1782 1624 466
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=9
num_cat=0
split_feature=42 43 3 16 48 16 16 16
split_gain=1.74757e-05 3.70522e-05 5.61403e-05 5.10464e-05 4.3032e-05 5.12875e-05 0.000101931 3.99919e-05
threshold=-1.0000000180025095e-35 -0.057994999999999998 -0.078669999999999976 0.20277000000000003 0.092150000000000024 -0.0072149999999999992 -0.087089999999999987 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3
right_child=1 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0086937739490761459 -5.9448203785091616e-05 0.00030772471247100222 0.028061324926398946 -0.022202600867352939 -0.013743903785200335 0.025913253359901096 -0.022134737582804917 0.026843540871391892
leaf_weight=0.0019925523691283137 0.0018205167390146944 0.0011787619889013516 0.0011637648716169005 0.0010974546056771468 0.001452851575582159 0.001009135391871769 0.0012855238614482528 0.001096030626670719
leaf_count=1060 742 251 546 234 200 209 429 239
internal_value=0 0.00155321 0.0109067 -0.00236734 0.00124728 0.0060137 0.000373378 0.0130931
internal_weight=0 0.010104 0.00298428 0.00711976 0.0060223 0.00456945 0.00356032 0.00227479
internal_count=3910 2850 1288 1562 1328 1128 919 490
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=10
num_cat=0
split_feature=0 16 13 2 0 2 13 4 3
split_gain=1.82826e-05 4.77014e-05 2.56637e-05 4.59709e-05 6.80211e-05 4.13761e-05 4.70825e-05 3.96627e-05 2.43613e-05
threshold=0.15480500000000005 0.31524000000000002 -0.010739999999999998 0.11230000000000001 -0.23029999999999998 0.099015000000000006 -0.084184999999999996 0.05309500000000001 -0.087654999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 8 -6
right_child=-2 -3 3 -5 7 -7 -8 -9 -10
leaf_value=-0.013068986597066562 0.012614340714600006 -0.02109879270797381 0.023158154882806082 -0.019481072116260961 -0.0019649925974701342 0.019246598209310035 0.014689200037828601 0.0095100316813195637 -0.023119265031365445
leaf_weight=0.0014299552053785147 0.0010309891599407902 0.001097038389345272 0.0010941661443014117 0.0013628174304131675 0.0010029432720536466 0.0016376420995191003 0.0010670038531400555 0.0011455788974649608 0.0011906502621019761
leaf_count=822 74 385 99 216 417 490 884 109 414
internal_value=0 -0.00131081 0.000875149 -0.00341839 0.00151931 0.00689411 -0.00120732 -0.00557121 -0.0134472
internal_weight=0 0.0110278 0.00993076 0.00579616 0.00443334 0.0041346 0.00249696 0.00333917 0.00219359
internal_count=3910 3836 3451 1255 1039 2196 1706 940 831
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=9
num_cat=0
split_feature=43 131 159 12 133 13 52 1
split_gain=1.67698e-05 4.74248e-05 4.23359e-05 6.30058e-05 4.52075e-05 7.21828e-05 4.15005e-05 3.95449e-05
threshold=-0.15648499999999999 1.0000000180025095e-35 0.08764000000000001 0.095295000000000019 -0.0056849999999999991 -0.07409499999999998 -0.0066199999999999991 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=0.0087644952560544786 -0.015020554148767663 -0.021499730421470197 0.019266448211295736 -0.022442736349882184 0.023941978904846672 -0.01424592666252795 0.021804002711091643 -0.0040835679338104064
leaf_weight=0.0018094039263235199 0.0012736875671930372 0.001079731434470624 0.0010787055585142645 0.0012522778798918811 0.0015798953839449171 0.0015291449991526943 0.0010178134131199172 0.0014041014080970261
leaf_count=314 697 616 393 511 729 272 219 159
internal_value=0 -0.00168048 0.000661935 -0.00182894 0.00196467 0.00587609 -0.00134785 0.00679572
internal_weight=0 0.0102154 0.00913563 0.00805692 0.00680464 0.00553096 0.00395106 0.00242191
internal_count=3910 3596 2980 2587 2076 1379 650 378
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=8
num_cat=0
split_feature=1 4 150 1 15 15 15
split_gain=1.75689e-05 4.14585e-05 3.25968e-05 3.56398e-05 3.21152e-05 2.99019e-05 4.92204e-05
threshold=0.085835000000000009 -0.15796999999999997 0.077110000000000012 0.10561500000000001 0.084955000000000017 -0.038029999999999987 -0.14868999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 -5
right_child=2 4 -4 5 -6 -7 -8
leaf_value=0.0072679473102158004 -0.011610731120346253 -0.0203106040854143 0.015352792099070926 0.014238981665392367 0.00012707227200509035 0.019739079808930846 -0.014434170996973564
leaf_weight=0.0018453240566508712 0.0019125657778400577 0.0018066512086203081 0.0016642840245991017 0.0011510589601297335 0.0013384830526151209 0.001023895138418841 0.0012475406490236249
leaf_count=146 714 1287 349 300 767 155 192
internal_value=0 -0.00463131 0.00313437 -0.000677189 -0.0116129 0.00543272 -0.000674272
internal_weight=0 0.00499046 0.00699934 0.00533506 0.00314513 0.00342249 0.0023986
internal_count=3910 2200 1710 1361 2054 647 492
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=9
num_cat=0
split_feature=3 1 13 16 1 2 2 0
split_gain=1.52995e-05 3.02086e-05 3.11637e-05 3.91691e-05 9.13468e-05 2.97394e-05 3.89239e-05 7.21872e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.080814999999999984 -0.094359999999999986 0.11183500000000002 0.086545000000000025 0.10362500000000001 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 7 -7
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.011559893087794957 -0.021431846248847017 0.016197277988731825 -0.014540136648045911 0.021434834581460612 -0.012114123368731316 -0.010066552506687696 -0.019175679002311593 0.02342106011370804
leaf_weight=0.0010304875258010842 0.0011140828501971971 0.0014653199885212957 0.0013958619785640249 0.0017070079618338586 0.0015471894883100508 0.0015759334606408699 0.001043053856042074 0.0010882044234088585
leaf_count=259 725 462 224 499 233 928 350 230
internal_value=0 -0.00118598 0.00348053 -0.000526753 0.00548418 -0.00710506 -0.00279958 0.00361193
internal_weight=0 0.0109367 0.00611538 0.00465006 0.0032542 0.00482127 0.00370719 0.00266414
internal_count=3910 3651 1418 956 732 2233 1508 1158
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 16
split_gain=0.000109213 5.28369e-05 0.000103043 8.97659e-05 8.51225e-05 0.000123799 0.000104337 9.31495e-05 5.00163e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0006306857762563993 -0.00046074980472468824 -0.00038862934521421478 0.00044991928521807828 0.00060974742107623161 -0.00062707869887733663 0.00059486836892143639 -6.5031160508647587e-05 -0.00037428962009191611 0.00044334031171592133
leaf_weight=0.0010011381439107509 0.001218033861844897 0.0010087384617212666 0.0018267797067361546 0.0013699933622595461 0.0011076601544664716 0.0012338547907563193 0.0015712935069127109 0.0019623903662986746 0.0014133148343253939
leaf_count=612 351 481 281 474 706 395 176 278 156
internal_value=0 4.19526e-05 7.90656e-05 0.000141774 7.14391e-05 -2.34225e-05 8.47578e-05 -4.24714e-05 0.0001757
internal_weight=0 0.0127121 0.0117033 0.0104853 0.00911529 0.00728851 0.00618085 0.004947 0.00298461
internal_count=3910 3298 2817 2466 1992 1711 1005 610 332
is_linear=0
shrinkage=0.00196078


Tree=5346
num_leaves=11
num_cat=0
split_feature=49 52 13 2 1 12 3 15 3 52
split_gain=1.66815e-05 5.22829e-05 6.44693e-05 7.23073e-05 4.04022e-05 5.00589e-05 4.78863e-05 8.08054e-05 3.00766e-05 2.97773e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.099990000000000009 0.11663000000000003 0.093125000000000013 -0.060719999999999989 -0.008624999999999999 0.090325000000000003 0.082665000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 8 -8 -4
right_child=-2 -3 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0023164540459486896 0.010954645353805928 -0.020565910055294179 -0.028464755090501077 0.034533742330231591 -0.021688767449586772 0.019881260407875568 -0.018744436603906584 0.02686809189514347 0.0042708736247923937 -0.0041989978642401745
leaf_weight=0.0010426415267850212 0.0012284876673978118 0.0012505778209752636 0.0010081744659951731 0.0010882523754846744 0.0010230922764775281 0.001031755730576343 0.0011296944589556921 0.001005954784020254 0.0011415626093414788 0.0010146659918949877
leaf_count=208 378 566 884 158 249 560 210 165 87 445
internal_value=0 -0.00134683 0.00118696 0.016503 -0.00325048 -0.000271225 -0.00419429 0.00327354 -0.00717665 -0.0162929
internal_weight=0 0.0107364 0.00948579 0.00213089 0.0073549 0.00633181 0.00530005 0.00327721 0.00227126 0.00202284
internal_count=3910 3532 2966 366 2600 2351 1791 462 297 1329
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=9
num_cat=0
split_feature=1 457 484 160 3 12 2 43
split_gain=1.92179e-05 3.32228e-05 5.53141e-05 4.73815e-05 5.18502e-05 8.77779e-05 9.5791e-05 3.0456e-05
threshold=0.12864500000000004 0.082870000000000013 0.084225000000000008 -1.0000000180025095e-35 0.090325000000000003 0.090480000000000019 0.087995000000000004 -0.084699999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=-0.027025449882513316 0.011119100605561719 0.011325304602478957 0.01799740792121907 -0.0055906294812765652 -0.020239015013317842 -0.0034803793567467229 0.02861151523705413 -0.027791711441256719
leaf_weight=0.0010098607588203351 0.0013588558923917976 0.0016921018407675811 0.001015421953505167 0.0016921331659288422 0.0015015204069586952 0.0010535563920663809 0.0015867555431769954 0.0010085977682371436
leaf_count=716 331 295 355 724 149 214 390 736
internal_value=0 -0.00151523 -0.00396537 -0.00680545 -0.00382128 0.000794219 0.0109608 -0.015371
internal_weight=0 0.0105599 0.00886785 0.00785242 0.00684256 0.00534104 0.00327889 0.00206215
internal_count=3910 3579 3284 2929 2213 2064 1114 950
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=9
num_cat=0
split_feature=157 4 51 2 12 16 12 0
split_gain=1.72651e-05 2.90876e-05 5.82642e-05 4.99698e-05 0.000111876 9.12775e-05 7.12162e-05 4.36789e-05
threshold=-1.0000000180025095e-35 -0.39075499999999991 0.08955500000000001 0.086545000000000025 0.091555000000000011 -0.30307999999999996 0.09364500000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.010416584565752791 0.014330339609866372 -0.028964161450836495 -0.020092018252126326 0.0013354889773966512 -0.018047235554236363 0.035739537485304944 0.015302646056616801 -0.0021201111714634437
leaf_weight=0.0014194617142071755 0.0014791807436611648 0.0012293006294086359 0.0013335142046396898 0.0014548368604428027 0.0010616114634967731 0.0016409997670668039 0.0010641613886824119 0.0011957398685133566
leaf_count=703 148 594 377 283 560 535 269 441
internal_value=0 0.00133663 -0.000803652 0.00256008 0.00996581 0.0195719 -0.00626398 -0.0157279
internal_weight=0 0.0104593 0.00898016 0.00764665 0.00415745 0.00309584 0.0034892 0.00242504
internal_count=3910 3207 3059 2682 1378 818 1304 1035
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=9
num_cat=0
split_feature=1 0 2 15 3 1 1 1
split_gain=1.90883e-05 4.72074e-05 3.41675e-05 2.92972e-05 4.96994e-05 4.13625e-05 0.000121698 6.87615e-05
threshold=0.076710000000000014 -0.087614999999999985 0.092450000000000018 0.035895000000000003 -0.10315499999999998 0.094695000000000015 0.11097000000000001 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8
right_child=3 2 -4 -5 5 6 7 -9
leaf_value=-0.023015671846343302 0.025043993993974389 -0.013491593556276441 0.0086909234674273743 -0.010899455067201134 -0.011018762789169937 0.032424781324747375 -0.022304787228320057 0.012668240913214047
leaf_weight=0.0011241690345150908 0.0010973406141440156 0.0010665197584268367 0.0019899558114515547 0.0012796849902693619 0.0017307429088409894 0.0012841881600038079 0.0012149357362445969 0.0010463672083972867
leaf_count=630 274 797 581 532 310 276 247 263
internal_value=0 -0.00549389 0.000950606 0.00290851 0.00568086 0.00165376 0.00783989 -0.0061218
internal_weight=0 0.00418064 0.00305648 0.00765326 0.00637357 0.00527623 0.00354549 0.0022613
internal_count=3910 2008 1378 1902 1370 1096 786 510
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=9
num_cat=0
split_feature=11 159 3 3 2 49 52 47
split_gain=1.94133e-05 2.82901e-05 4.32966e-05 3.79988e-05 4.8798e-05 5.53309e-05 4.85195e-05 6.66963e-05
threshold=0.078340000000000007 0.090405000000000013 -0.10628499999999998 -0.078884999999999997 0.11339500000000001 -0.065249999999999989 1.0000000180025095e-35 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.02006168787054588 -0.01326100850574345 -0.014812228252678014 -0.013578011397233601 -0.011974028030786956 -0.011856008520868854 0.031347826346936204 -0.0037524007495684632 0.0004925006088639433
leaf_weight=0.0012693009702508867 0.0010168532914565298 0.0010016825993077903 0.0016085366538457577 0.0010908112206728529 0.0015934764286104604 0.0019131015877372286 0.0011957665283224253 0.0011053021080567015
leaf_count=201 263 467 1519 176 370 426 398 90
internal_value=0 0.00119333 0.00283327 0.000262671 0.00348995 0.00809947 0.0132954 0.020049
internal_weight=0 0.010778 0.0097763 0.00850699 0.00689846 0.00530498 0.00421417 0.0030184
internal_count=3910 3647 3180 2979 1460 1090 914 516
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=9
num_cat=0
split_feature=4 0 15 52 2 2 2 0
split_gain=1.71365e-05 7.52565e-05 5.38392e-05 3.57485e-05 6.39976e-05 0.000126826 4.0753e-05 6.81824e-05
threshold=0.15927500000000003 -0.11756999999999999 0.088615000000000013 -0.092854999999999979 0.10910500000000002 0.095195000000000016 0.086650000000000019 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.012482738972287726 -0.0084906093470667205 0.02368984525948635 -0.023022901967601532 0.017275436838916365 0.025777024192758194 -0.030431600161833269 0.020251864711107841 -0.017098868610062143
leaf_weight=0.0016273976255046932 0.0015497394012773291 0.0013683640515553546 0.0010923150267082831 0.0011100743083189534 0.0011219300908242909 0.0011120054375793444 0.0015782023471726217 0.0012017110877789196
leaf_count=657 244 366 839 103 192 214 502 793
internal_value=0 0.00659953 -0.002238 0.000691004 0.00419185 -0.00064963 0.00786395 -0.000592997
internal_weight=0 0.0029181 0.00884364 0.00775132 0.00612392 0.00500199 0.00388999 0.00231179
internal_count=3910 610 3300 2461 1804 1612 1398 896
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=9
num_cat=0
split_feature=11 49 52 13 43 52 457 1
split_gain=1.83901e-05 2.42729e-05 4.0996e-05 7.45784e-05 4.0198e-05 6.46464e-05 5.15571e-05 7.13176e-05
threshold=0.077330000000000024 0.10447000000000002 0.11401500000000002 -0.094679999999999986 -0.074254999999999988 -0.088779999999999984 0.082870000000000013 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=0.020377369703283091 -0.012308718181572007 0.015384711551947009 -0.019219632085709343 0.024902735873403803 -0.0039536219480892859 -0.0063165046777337742 0.01031187688225927 -0.035860032346360385
leaf_weight=0.0017384230003441086 0.0011065433657587139 0.0010885080653904354 0.0010299545798956025 0.0011241557092888897 0.0018856640815056263 0.0016178801275130291 0.0010101787385805036 0.0011146701725350402
leaf_count=286 279 362 536 337 1006 704 128 272
internal_value=0 0.00123854 -0.000378758 0.00190664 -0.00284859 0.00648248 -0.00922836 -0.0158073
internal_weight=0 0.0106094 0.00952093 0.00849097 0.00675255 0.00274204 0.00401051 0.00300033
internal_count=3910 3631 3269 2733 2447 1041 1406 1278
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=9
num_cat=0
split_feature=1 48 0 47 16 4 13 12
split_gain=1.80525e-05 3.59005e-05 6.63875e-05 5.65065e-05 0.000116112 3.23546e-05 2.82075e-05 2.76167e-05
threshold=0.085835000000000009 0.087945000000000009 -0.18901999999999997 0.09252500000000001 -0.022939999999999999 -0.082054999999999975 0.0015650000000000002 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 6 -1 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=-0.0064093284500114592 0.031878923581238283 -0.02461086696841942 0.010365772514117457 -0.0083775568903057332 -0.0064549031197199767 -0.024106137842772123 0.01484699093746121 -0.0023429091545334934
leaf_weight=0.001388149817108544 0.0018541949323157103 0.0010990315117612171 0.0010719567889070037 0.0014221984791601382 0.0013769286225755613 0.0011623750835607284 0.001134520586210247 0.0011699545633665951
leaf_count=467 680 76 274 182 498 746 158 829
internal_value=0 0.0032781 -0.00734065 0.00823224 0.0155431 -0.00469915 0.00315028 -0.0131892
internal_weight=0 0.00682431 0.00217099 0.00465332 0.00323112 0.004855 0.00252267 0.00233233
internal_count=3910 1710 350 1360 1178 2200 625 1575
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=9
num_cat=0
split_feature=4 12 47 3 2 42 12 1
split_gain=1.65001e-05 4.26269e-05 5.05406e-05 5.20576e-05 5.2233e-05 7.2384e-05 7.58774e-05 3.27071e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.095195000000000016 0.085195000000000007 0.084100000000000022 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.020365299848005145 0.0094166347411933325 0.014298262379518204 0.018543680338141078 0.01413241544947182 -0.023139990754957599 0.017142227605218344 -0.030265276018352511 -0.010964353569884485
leaf_weight=0.0010734865789936042 0.0015947182328256452 0.0010333866232838918 0.0013513463255413671 0.0015180835366500472 0.0014491308082831243 0.0014497890093988124 0.0011564501673107888 0.0010167114357217955
leaf_count=294 472 247 285 140 667 881 840 84
internal_value=0 -0.00153271 0.000719855 -0.00243959 -0.0065601 -0.00140016 -0.0097838 0.0017697
internal_weight=0 0.0100484 0.0089749 0.00762355 0.00610547 0.00465634 0.00320655 0.0020501
internal_count=3910 3438 3144 2859 2719 2052 1171 331
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 16
split_gain=8.8116e-05 7.63457e-05 8.82749e-05 8.18311e-05 6.79493e-05 0.000115894 6.4825e-05 9.89493e-05 5.18976e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 -0.081854999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00056818033247245619 -0.00041008169484630264 -0.00046813406221341079 0.00041043836342251648 0.0005881014992670518 -0.00058663043629717925 0.00049799153810093136 1.9556658131141175e-05 -0.00034489775362163134 0.00055599892594713498
leaf_weight=0.0010066767720028182 0.0012619226110202027 0.00106607651184686 0.0018253948777035775 0.0013570189128717181 0.0011406868043974117 0.0012226196260933546 0.0018456031795551038 0.0019849795934783784 0.0011105966242552349
leaf_count=612 351 481 281 474 706 395 221 278 111
internal_value=0 3.42867e-05 7.98759e-05 0.000138834 7.20572e-05 -1.25044e-05 9.37447e-05 -6.28001e-06 0.000221089
internal_weight=0 0.0128149 0.0117488 0.0104869 0.00912988 0.00730449 0.0061638 0.00494118 0.0029562
internal_count=3910 3298 2817 2466 1992 1711 1005 610 332
is_linear=0
shrinkage=0.00196078


Tree=5356
num_leaves=9
num_cat=0
split_feature=11 48 42 13 16 16 1 2
split_gain=1.72474e-05 2.06433e-05 4.34065e-05 5.36104e-05 5.00569e-05 8.15164e-05 6.4129e-05 5.70437e-05
threshold=0.077330000000000024 0.091555000000000011 0.086325000000000013 -0.071149999999999977 0.15737500000000001 -0.008069999999999999 0.092550000000000007 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.02815171598839656 -0.011951567607918641 0.01052120505640977 -0.029680842334091462 0.0021715882526158171 -0.013149525178425565 0.031914043957413957 -0.016844286566640929 -0.0019735689951563048
leaf_weight=0.0010562095048770824 0.0011006665914138321 0.0019401962136242614 0.0010298908922736208 0.0010851580204992465 0.0014589710838576559 0.0011026394761814691 0.0013172111278410745 0.001552403163904604
leaf_count=382 279 435 872 382 230 358 317 655
internal_value=0 0.00120363 -0.000897851 -0.0133385 0.00315807 0.00788959 0.00114189 0.010224
internal_weight=0 0.0105427 0.00860248 0.00211505 0.00648743 0.00502846 0.00392582 0.00260861
internal_count=3910 3631 3196 1254 1942 1712 1354 1037
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=9
num_cat=0
split_feature=4 0 15 52 2 2 4 2
split_gain=1.78249e-05 6.86102e-05 4.92891e-05 3.19335e-05 4.96814e-05 9.74455e-05 3.47169e-05 3.43743e-05
threshold=0.15927500000000003 -0.11756999999999999 0.088615000000000013 -0.092854999999999979 0.10910500000000002 0.095195000000000016 -0.082054999999999975 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.011996700100557589 -0.00769210791579358 0.023155751392075142 -0.022457112681469757 0.020838370226410056 0.023001836839449938 -0.026735995931717351 -0.0091723391670643969 0.014205655757387917
leaf_weight=0.001610979832593294 0.001538739360591795 0.001356723734192323 0.0010642975146992186 0.0012395208565002779 0.0011062715195567742 0.0010964191780803963 0.0015213085498421838 0.0010722585987660961
leaf_count=657 244 366 839 488 192 214 512 398
internal_value=0 0.00676224 -0.00229447 0.000511818 0.0038504 -0.000447527 0.00707205 0.000492826
internal_weight=0 0.00289546 0.00871106 0.00764676 0.00603578 0.00492951 0.00383309 0.00259357
internal_count=3910 610 3300 2461 1804 1612 1398 910
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=9
num_cat=0
split_feature=4 0 49 15 15 13 52 4
split_gain=1.63801e-05 4.48021e-05 4.26601e-05 6.07529e-05 8.44128e-05 3.48922e-05 3.33385e-05 1.56124e-05
threshold=0.0057500000000000008 -0.089879999999999974 -0.047309999999999998 -0.055679999999999993 -0.106555 -0.0101 0.086635000000000004 -0.08070999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -7 -3
right_child=2 5 3 -5 -6 6 -8 -9
leaf_value=-0.016728485641609041 0.021234638187538651 0.0031221069041278524 0.0038597358404057706 0.01723813639949684 -0.031952442440603669 -0.018518018584372364 0.005962265411085633 0.020078341090041592
leaf_weight=0.0018172878958210986 0.001135331978726035 0.0011837180347691093 0.0018742848176473972 0.0013112591476624074 0.0010144083191961271 0.0011696900272471012 0.0010608405398368243 0.0010032337717374661
leaf_count=581 176 424 485 169 287 592 252 944
internal_value=0 -0.00351205 0.00403605 -0.000613082 -0.00871625 0.001925 -0.00687519 0.0109005
internal_weight=0 0.00623477 0.00533528 0.00419995 0.00288869 0.00441748 0.00223053 0.00218695
internal_count=3910 2793 1117 941 772 2212 844 1368
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=11
num_cat=0
split_feature=484 133 42 160 133 160 3 3 15 0
split_gain=0.000117278 5.93547e-05 8.04773e-05 9.30499e-05 8.58149e-05 8.45261e-05 6.45263e-05 6.17587e-05 9.97033e-05 8.41664e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.083815000000000014 0.086110000000000006 -0.11266 -0.078669999999999976 -0.050004999999999994 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 9 -9
right_child=1 -3 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00065206960005794574 -0.00038873593317036755 -0.00041602729007231872 -0.00028118371969576133 0.00064488320723641343 0.00070502835247746943 -0.00030500131448171948 -0.000272705925083174 0.00018251481214770666 -0.0001308864351616394 0.00094306338002061476
leaf_weight=0.0010103969387564018 0.0012466740959787602 0.0010000835692333789 0.0016963268134337914 0.0012124816500229708 0.0012113735525988677 0.0013332646905593413 0.0010864496823429176 0.001268521066044304 0.0015209234967802792 0.0010007817046311335
leaf_count=612 351 481 566 214 309 129 563 164 322 199
internal_value=0 4.22697e-05 8.18605e-05 0.000138654 0.000221141 0.000142169 0.00024008 0.000139434 0.000257572 0.000517923
internal_weight=0 0.0125769 0.0115768 0.0103301 0.0086338 0.00742242 0.00608916 0.00487668 0.00379023 0.0022693
internal_count=3910 3298 2817 2466 1900 1591 1462 1248 685 363
is_linear=0
shrinkage=0.00196078


Tree=5360
num_leaves=12
num_cat=0
split_feature=158 48 50 4 40 47 3 1 48 13 15
split_gain=5.93662e-05 5.15563e-05 8.6713e-05 9.84148e-05 7.70958e-05 0.000107753 8.04344e-05 5.483e-05 8.10646e-05 7.46123e-05 3.54074e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.09112000000000002 0.083775000000000002 -0.028919999999999998 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00041739448179084124 -0.00046524226006477786 -0.00038754932809340482 -0.00047630922391472564 0.00070302755795683173 -0.00054378129416070222 0.00068838312237293436 0.00051737064252127551 -0.0004167967912261427 0.00046254272888805015 -0.00014052347939903337 0.0003591198813728886
leaf_weight=0.0011462404974917151 0.0010114624314606782 0.0010454716434080092 0.0010240613605755492 0.0010105483546117349 0.001074266527339475 0.0011270622209582914 0.0011143285937878569 0.0012760242005878369 0.0012751711601775234 0.0011992331223786405 0.0010000046817870247
leaf_count=199 488 150 638 300 751 170 111 276 188 338 301
internal_value=0 2.89489e-05 6.7665e-05 0.000122157 5.8438e-05 0.000126057 3.47216e-05 -5.76144e-05 4.31458e-05 -0.000120227 8.66669e-05
internal_weight=0 0.0122924 0.0112469 0.0102229 0.00921233 0.00806609 0.00693903 0.0058247 0.00454868 0.0032735 0.00219924
internal_count=3910 3422 3272 2634 2334 2135 1965 1854 1578 1390 639
is_linear=0
shrinkage=0.00196078


Tree=5361
num_leaves=10
num_cat=0
split_feature=133 42 484 133 3 3 3 15 1
split_gain=6.86356e-05 6.97902e-05 8.31849e-05 7.29133e-05 7.59202e-05 9.94503e-05 0.000116137 0.000102568 4.79332e-05
threshold=0.10599500000000002 -0.090359999999999982 -1.0000000180025095e-35 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 -8
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=-0.00041177375687086556 -0.0004890026114904055 -0.00044421850950458069 0.00044027960308144781 0.00057290506150489522 -0.00055902322571181661 0.00062405325841965043 -4.6493891694401453e-05 -0.000407198319328706 0.00046530461578336092
leaf_weight=0.0012056794747619141 0.001036198084676432 0.0010364764936729521 0.0017539371869999456 0.0012980601768273247 0.0010938782123130581 0.001218762239073177 0.0015836788273649082 0.0019009096153336643 0.0012659642519559609
leaf_count=385 557 513 279 469 705 394 121 277 210
internal_value=0 3.6371e-05 8.48228e-05 0.000139032 7.51574e-05 -1.551e-05 8.40889e-05 -5.44399e-05 0.000180874
internal_weight=0 0.0123573 0.0111517 0.0101152 0.00881713 0.00706319 0.00596931 0.00475055 0.00284964
internal_count=3910 3353 2968 2455 1986 1707 1002 608 331
is_linear=0
shrinkage=0.00196078


Tree=5362
num_leaves=9
num_cat=0
split_feature=1 48 51 47 16 4 13 12
split_gain=1.65087e-05 3.37605e-05 5.3682e-05 4.69552e-05 0.000101244 3.09513e-05 2.77038e-05 2.46924e-05
threshold=0.085835000000000009 0.087945000000000009 0.089795000000000014 0.09252500000000001 -0.022939999999999999 -0.082054999999999975 0.0015650000000000002 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 6 -1 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=-0.0063439931298908143 0.029907216084735951 -0.021750753170794446 0.0097898599260615813 -0.0072839299168959209 -0.005877893785430164 -0.02321143622774817 0.014785465880761742 -0.0025678827752445791
leaf_weight=0.0013766010068787921 0.0018468728048556134 0.0011672067535557378 0.0010036044195038305 0.0014101236854540851 0.0013823936167915002 0.0011545909826033898 0.0011298188526024325 0.0011631284320374655
leaf_count=467 680 207 143 182 498 746 158 829
internal_value=0 0.00312407 -0.00716897 0.00794027 0.0145882 -0.004522 0.00318053 -0.0128516
internal_weight=0 0.0068102 0.00217081 0.00463939 0.00322927 0.00482414 0.00250642 0.00231772
internal_count=3910 1710 350 1360 1178 2200 625 1575
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=11
num_cat=0
split_feature=484 133 16 52 0 15 15 48 2 3
split_gain=5.65717e-05 6.1023e-05 8.2318e-05 0.000117852 6.96641e-05 6.60153e-05 0.000120705 5.64791e-05 6.53411e-05 2.38327e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.021529999999999997 0.085120000000000015 0.084500000000000006 0.10433000000000002 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 9 7 -7 -2 -9 -4
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00044157597259617616 0.00034675585283723429 -0.00042987974626541511 0.00051403505136663277 0.00082116416707526756 -0.00026305924097165648 -0.00081789799957228306 5.1230288845994658e-05 -0.00046773789917039761 0.00020467007760203195 9.592640683527409e-05
leaf_weight=0.0010514579058362701 0.0018084811704283258 0.0010058349056214543 0.0010990686942567427 0.0011455879462108558 0.0012985419694607207 0.0010620926763218485 0.0014573206648940194 0.0010737003180029134 0.0011515131005175499 0.0010020089220160963
leaf_count=627 498 480 468 117 321 301 587 177 143 191
internal_value=0 3.25806e-05 7.44931e-05 0.000277259 9.39768e-05 -6.61447e-05 -0.000315162 8.93899e-05 -0.000119777 0.000314638
internal_weight=0 0.0121042 0.0110983 0.00454521 0.00339962 0.00655311 0.00251941 0.00403369 0.00222521 0.00210108
internal_count=3910 3283 2803 1097 980 1706 888 818 320 659
is_linear=0
shrinkage=0.00196078


Tree=5364
num_leaves=9
num_cat=0
split_feature=403 11 3 12 3 3 4 4
split_gain=1.68918e-05 3.95889e-05 5.0272e-05 2.8789e-05 7.17168e-05 4.34155e-05 4.1247e-05 9.50047e-05
threshold=0.088015000000000024 0.077330000000000024 -0.10628499999999998 0.086935000000000012 -0.010319999999999998 -0.076734999999999984 0.0057500000000000008 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -6 -8
right_child=-2 -3 3 5 6 -7 7 -9
leaf_value=0.021868513795724482 -0.012451086347268665 -0.017477873920410652 0.027142214303862822 -0.023646601925342244 -0.012597177773792349 0.0029656891407862773 0.029327584003625447 -0.0080927021175681395
leaf_weight=0.0012456053924927548 0.0010028670405841404 0.0010327094872076099 0.001102433786409218 0.0010894446109128209 0.00189713024947691 0.0014018387697135354 0.0011084456195218362 0.0017490471154454831
leaf_count=201 343 272 849 1026 320 497 72 330
internal_value=0 0.00112578 0.00312831 0.000332195 0.00416208 -0.00867193 -0.00116623 0.00642294
internal_weight=0 0.0106267 0.00959395 0.00834834 0.00585706 0.00249128 0.00475462 0.00285749
internal_count=3910 3567 3295 3094 1571 1523 722 402
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=9
num_cat=0
split_feature=4 12 47 3 15 12 3 48
split_gain=1.73118e-05 3.39926e-05 4.68496e-05 4.66024e-05 4.22772e-05 7.51136e-05 3.11606e-05 1.25861e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.088190000000000004 0.086935000000000012 -0.082304999999999975 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.018465500944058345 0.0096091434601302591 0.01071983957652213 0.017618774111698786 0.013066337077916651 0.007719427134838224 -0.030675879325654548 -0.018089574232729545 -0.0022752784452243226
leaf_weight=0.0010658881902763312 0.0016026105740622265 0.0011031077461392718 0.0013463148588661314 0.0015144768015087282 0.001547630542344405 0.0013996902841328165 0.0010076437563734117 0.0010054008962809393
leaf_count=294 472 523 285 140 865 983 261 87
internal_value=0 -0.00158689 0.000429043 -0.00262492 -0.00654413 -0.0114324 -0.00278878 -0.0101912
internal_weight=0 0.00999015 0.00892426 0.00757795 0.00606347 0.00451584 0.00311615 0.00201304
internal_count=3910 3438 3144 2859 2719 1854 871 348
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 1
split_gain=5.63966e-05 5.71039e-05 9.15444e-05 7.29396e-05 9.16799e-05 0.000102153 7.37743e-05 7.35353e-05 5.78264e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0004442285337031616 -0.00044142308477356374 -0.00041730353815282672 0.00046681509961434703 0.00056389959849325471 -0.00059545975443277147 0.00050541836543081559 -9.2593597870521427e-05 -0.00034000172799515937 0.00047263214787674482
leaf_weight=0.0010537515352995993 0.0012069056295061524 0.0010131983516141726 0.0017507029265217446 0.0012977580079630907 0.0010604325464460152 0.0011742282243859103 0.0015710393999146539 0.0019162895318937593 0.0012492454999953465
leaf_count=627 348 480 279 469 705 394 121 277 210
internal_value=0 2.85093e-05 6.87438e-05 0.000130195 6.56631e-05 -3.50791e-05 6.54564e-05 -4.3613e-05 0.000157773
internal_weight=0 0.0122398 0.0112266 0.0100197 0.00872194 0.00697124 0.0059108 0.00473657 0.00282028
internal_count=3910 3283 2803 2455 1986 1707 1002 608 331
is_linear=0
shrinkage=0.00196078


Tree=5367
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 133 16 13 2
split_gain=5.43624e-05 6.93153e-05 7.70094e-05 0.000106185 7.70461e-05 9.92003e-05 8.78477e-05 0.000118138 7.74936e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 0.106285 0.087485000000000021 -0.008069999999999999 -0.012839999999999999 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10
leaf_value=0.00043950223705072473 -0.00042512136121536527 -0.00049830086520894282 0.00059651173218219756 0.00023270701624344923 0.00037763065985531308 -0.00067261915136534935 -8.2334482339588641e-05 -0.00057562532966038413 0.00057150835685047222
leaf_weight=0.0014224417330308799 0.0010850979854424353 0.0011596290994582139 0.001145943781445286 0.0011364344791791254 0.0014033941454704097 0.0010779793938971906 0.0014867380077911046 0.0017901280226711566 0.0013118461179974132
leaf_count=298 161 388 117 703 439 674 332 489 309
internal_value=0 3.32749e-05 -2.16937e-05 3.74017e-05 -4.06714e-05 -0.000126962 -2.42204e-05 -0.000261736 0.000224157
internal_weight=0 0.0119345 0.0105121 0.00935246 0.00820652 0.00680313 0.00572515 0.00292656 0.00279858
internal_count=3910 3749 3451 3063 2946 2507 1833 1192 641
is_linear=0
shrinkage=0.00196078


Tree=5368
num_leaves=9
num_cat=0
split_feature=1 0 15 15 15 3 16 12
split_gain=1.53956e-05 5.08585e-05 3.81213e-05 3.36295e-05 5.50044e-05 5.70503e-05 0.000111727 7.08051e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.035895000000000003 -0.017214999999999998 0.086245000000000016 -0.09601999999999998 0.090715000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.023387720710980501 0.028801839027458649 -0.0070015745623503893 0.016271674886318567 -0.012296927852056466 0.024775196558421787 0.015080885668388978 -0.026645778657971977 -0.0054151797059234031
leaf_weight=0.0010985587812107427 0.0012411456569272291 0.0018686339371047974 0.0011290590075518161 0.0012559805374987099 0.0012108422736660154 0.0011056856180489661 0.0015291844196788115 0.0011794499684742716
leaf_count=630 449 579 799 532 337 168 157 259
internal_value=0 -0.00498126 0.00176412 0.00263788 0.00563132 0.00104615 -0.00913578 0.0121294
internal_weight=0 0.00409625 0.00299769 0.00752229 0.00626631 0.00505547 0.00263487 0.0024206
internal_count=3910 2008 1378 1902 1370 1033 325 708
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 15 157 52 15 1
split_gain=0.000136457 7.70962e-05 8.08975e-05 0.000160888 9.7413e-05 0.000135009 8.87125e-05 0.00010532 6.83606e-05 4.97212e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.085120000000000015 -0.062539999999999984 -0.096614999999999993 -0.11739999999999999 0.095155000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 8 -6 -4 -8 -2 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00069119333175109382 -0.00019329896674615351 -0.0004630680949151252 0.0005648238348947318 0.00089435809174729535 -0.00086333834330273916 3.3167527342488317e-05 0.00023802176667410435 -0.00056488347515219479 7.7358415757353336e-05 0.00059587710013086939
leaf_weight=0.0010366465233909933 0.0015482963938001199 0.0010426224629604451 0.0010217193502130005 0.0012499691151034368 0.00109864348128662 0.0015669418668236201 0.0014116744753096056 0.0011316325902466795 0.0015303201721026047 0.0013280151375662012
leaf_count=612 371 481 342 117 301 587 401 243 254 201
internal_value=0 4.81737e-05 9.30145e-05 0.000289051 -4.04536e-05 -0.000336335 7.68185e-05 -0.000119227 0.000138526 0.000318268
internal_weight=0 0.0129298 0.0118872 0.004815 0.00707222 0.00266559 0.00356503 0.00254331 0.00440663 0.00285834
internal_count=3910 3298 2817 1103 1714 888 986 644 826 455
is_linear=0
shrinkage=0.00196078


Tree=5370
num_leaves=8
num_cat=0
split_feature=49 42 403 3 2 4 15
split_gain=1.64705e-05 4.95633e-05 5.51448e-05 4.04697e-05 6.75045e-05 4.40894e-05 3.68093e-05
threshold=-0.045004999999999996 0.091955000000000023 0.03138500000000001 -0.078669999999999976 0.113945 -1.0000000180025095e-35 -0.033649999999999992
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.017742599320928937 -0.015231595436477627 -0.018856442084829075 0.021797015362335324 0.021564111881801042 -0.018126031415565232 -0.00089075194250008097 -0.0063527707856066698
leaf_weight=0.0014249004305142048 0.0017667142862583989 0.0014702916991955134 0.0011100962698832335 0.0016237197422969045 0.00118474834923998 0.0018947906711483031 0.0011422325100867159
leaf_count=306 1497 758 331 312 213 270 223
internal_value=0 -0.00205363 0.00120558 -0.00232743 0.00251985 0.0094717 0.00702149
internal_weight=0 0.00905036 0.00758007 0.00646997 0.00470326 0.00351851 0.00256713
internal_count=3910 3381 2623 2292 795 582 529
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=10
num_cat=0
split_feature=484 52 52 47 48 2 2 2 12
split_gain=6.44016e-05 5.13046e-05 5.08247e-05 4.08272e-05 7.23761e-05 0.000116505 8.66923e-05 6.69285e-05 0.000123055
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.088035000000000016 0.11260500000000001 0.10113500000000002 0.086650000000000019 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -3
right_child=1 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00047366499642946959 -7.4670749183577034e-05 -0.0006475517845476713 0.00046856146528241502 0.00025044258719480198 -0.0004904550031016177 0.00060554524862130874 -0.00063607319623627139 0.00027793218947772056 0.00027721622549665867
leaf_weight=0.0010307439667737615 0.0010516863812748373 0.0012101646425502412 0.0017877819777234265 0.0015984740998765713 0.001437272083481299 0.0010141510422543472 0.0010115844881488601 0.0018739476761769746 0.001019077666131073
leaf_count=627 379 464 430 198 203 290 156 641 522
internal_value=0 3.70645e-05 0.000267358 -3.42869e-05 -9.44403e-05 -1.57229e-06 -0.000121951 4.79894e-06 -0.000224803
internal_weight=0 0.0120041 0.00283947 0.00916467 0.0075662 0.00612893 0.00511477 0.00410319 0.00222924
internal_count=3910 3283 809 2474 2276 2073 1783 1627 986
is_linear=0
shrinkage=0.00196078


Tree=5372
num_leaves=10
num_cat=0
split_feature=403 160 1 43 1 12 160 1 0
split_gain=1.74005e-05 2.97075e-05 6.64413e-05 5.21274e-05 4.15941e-05 7.48309e-05 7.00588e-05 0.000100934 4.84917e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 -7
right_child=-2 3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.027171174722231125 -0.012421223214311215 0.021466785466230008 0.0064771315880048086 0.039678862701658997 0.019200571262378369 -0.031045778156804579 -0.014431940249145684 -0.0019841167025141946 -0.0021720896258041701
leaf_weight=0.0010687759208335124 0.0010347464898043538 0.0014160373696139516 0.001301366301634807 0.0010285777682617898 0.0010007287453007788 0.0011746651882291721 0.0010986092598905144 0.0013377382796390422 0.0011521608858449568
leaf_count=800 349 210 353 341 277 696 206 262 416
internal_value=0 0.00116594 -0.00869601 0.0040135 0.000374985 -0.0028778 0.00643694 0.0161257 -0.0167486
internal_weight=0 0.0105787 0.00237014 0.00820852 0.00679248 0.00579175 0.00346493 0.00236632 0.00232683
internal_count=3910 3561 1153 2408 2198 1921 809 603 1112
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=10
num_cat=0
split_feature=484 159 49 51 0 2 2 42 42
split_gain=5.30678e-05 5.09091e-05 4.77707e-05 5.17902e-05 7.29629e-05 5.86421e-05 0.000110927 5.27565e-05 2.34732e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10447000000000002 0.08955500000000001 -0.18087499999999998 0.10393500000000001 0.092340000000000019 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.0004369064294007105 0.00044185415847997804 0.00039901231864585186 0.00035780480437842978 -0.00046722921397433239 -0.00044985518169318007 -0.00044603125505194674 0.00050203197893870918 0.00019118618403008873 -0.00015376555562737285
leaf_weight=0.0010293245046135999 0.0011762030802324221 0.0012651105854994899 0.0011645804869091095 0.001079828659414213 0.0014677228525503839 0.0013941983683616911 0.0013183986004012349 0.0013851144399356723 0.0016763028555995883
leaf_count=627 124 400 290 284 563 379 308 238 697
internal_value=0 2.71212e-05 -1.70045e-05 -6.29622e-05 -1.1104e-05 -8.46735e-05 1.48313e-06 -0.000144223 2.30518e-06
internal_weight=0 0.0119275 0.0106623 0.00949777 0.00841794 0.00724174 0.00584754 0.00452914 0.00306142
internal_count=3910 3283 2883 2593 2309 2185 1806 1498 935
is_linear=0
shrinkage=0.00196078


Tree=5374
num_leaves=9
num_cat=0
split_feature=42 49 4 42 43 2 2 16
split_gain=2.01437e-05 3.37429e-05 7.73933e-05 4.65945e-05 5.43523e-05 4.13497e-05 7.97493e-05 6.55571e-05
threshold=-1.0000000180025095e-35 -0.047894999999999993 0.0057500000000000008 0.091955000000000023 -0.07526999999999999 0.099990000000000009 0.113945 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 -6
right_child=1 3 -4 -5 5 6 -8 -9
leaf_value=-0.0094131707677274617 -0.0051250420389052989 0.022588048371408612 0.033109003528934609 -0.017301962656360744 -0.028747065621745307 0.025476246322776008 -0.010293807907571166 0.0038895641013432652
leaf_weight=0.0019166336715257292 0.0011203287337984691 0.0011061017860820111 0.0010037612673133814 0.0014698480477993089 0.0011361083538190754 0.0012178481879087379 0.0012766852139705065 0.0013430581436270849
leaf_count=1060 296 676 154 764 304 155 194 307
internal_value=0 0.00180836 0.0129429 -0.00132433 0.00253841 -0.00192043 0.00716938 -0.0110666
internal_weight=0 0.00967374 0.00212409 0.00754965 0.0060798 0.0049737 0.00249453 0.00247917
internal_count=3910 2850 450 2400 1636 960 349 611
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=9
num_cat=0
split_feature=42 43 3 42 4 48 16 16
split_gain=1.63449e-05 2.96996e-05 6.58648e-05 4.72984e-05 3.46006e-05 5.91379e-05 4.18457e-05 4.0949e-05
threshold=-1.0000000180025095e-35 -0.057994999999999998 -0.078669999999999976 0.08221500000000001 -0.34687499999999999 0.087945000000000009 -0.09601999999999998 -0.0083999999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -8
right_child=1 3 -4 -5 5 -7 7 -9
leaf_value=-0.0084793989669139005 -0.0020945209986795266 -0.013875045729606581 0.029031934869977641 -0.021756924957127707 0.028403334034837458 -0.011941469816744843 -0.008974637399265694 0.018905143525768137
leaf_weight=0.0019150193500757353 0.0017188634392879621 0.0011601396649676653 0.0011246098202982576 0.0010244570646874328 0.0011250280819955663 0.0013730325685180067 0.0010882645069063041 0.00102116083506804
leaf_count=1060 742 210 546 761 199 156 98 138
internal_value=0 0.00163564 0.0102162 -0.00195656 0.00156042 0.00544699 0.0128284 0.00452181
internal_weight=0 0.00963556 0.00284347 0.00679208 0.00576763 0.00460749 0.00323445 0.00210943
internal_count=3910 2850 1288 1562 801 591 435 236
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=9
num_cat=0
split_feature=12 12 52 1 0 2 3 16
split_gain=1.60395e-05 3.86166e-05 3.95672e-05 4.82065e-05 7.7036e-05 6.75255e-05 5.13838e-05 2.58446e-05
threshold=0.10700500000000002 0.097345000000000015 0.13709500000000002 0.11097000000000001 -0.10071499999999999 0.091525000000000009 -0.083144999999999983 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.010747445760531245 -0.011421239343300686 0.018673710307912719 0.016280180028657634 -0.018797939045140752 0.0017946822649963423 0.030824225286474688 -0.023240546509118713 0.011750703429181015
leaf_weight=0.0010149453862645613 0.0011172839769898009 0.001126190316258502 0.0011670145172017294 0.0016278758312118407 0.0016957058246573997 0.0011549563760234714 0.001587197651040663 0.0010275082314388276
leaf_count=115 355 330 400 460 1022 226 908 94
internal_value=0 0.00118744 -0.00093573 -0.00341362 0.000450969 0.0114988 -0.0103092 0.00057082
internal_weight=0 0.0104014 0.0092752 0.00810819 0.00648031 0.00319741 0.0032829 0.00204245
internal_count=3910 3555 3225 2825 2365 435 1930 209
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=9
num_cat=0
split_feature=1 43 3 43 52 3 0 49
split_gain=1.54779e-05 3.78782e-05 5.27143e-05 3.59381e-05 4.54494e-05 4.60526e-05 7.05763e-05 4.6985e-05
threshold=0.10498500000000001 -0.075819999999999985 0.12046500000000002 -0.15648499999999999 0.090300000000000005 -0.080744999999999997 -0.10071499999999999 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.014767111807976355 -0.010235223864209515 0.02394815052388391 -0.0035181760266180168 0.012767400971841696 -0.020460083378452627 -0.012954742884905404 -0.028012105758249101 0.016520285317535636
leaf_weight=0.0010185884986706655 0.0011536258853831133 0.0015153830512387909 0.0012966659473429413 0.0016664270130951385 0.0015370821266956604 0.0010070322652044311 0.0011211010408542551 0.0011681732374531489
leaf_count=235 312 314 233 1262 697 105 608 144
internal_value=0 0.00502338 0.0112831 -0.00269778 -0.0054347 -0.00078097 -0.00763026 0.00287454
internal_weight=0 0.00396567 0.00281205 0.0075184 0.00649982 0.00496273 0.00329631 0.00217521
internal_count=3910 859 547 3051 2816 2119 857 249
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=10
num_cat=0
split_feature=484 159 160 49 42 48 16 15 0
split_gain=6.31423e-05 4.19785e-05 4.68498e-05 6.17954e-05 5.10114e-05 0.000129808 8.35917e-05 6.7393e-05 9.32597e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.10447000000000002 0.088115000000000013 0.087945000000000009 -0.090809999999999988 0.024640000000000006 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 8 -4
right_child=1 -3 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00046961304059787252 -0.0003680007399246181 0.00037401521235381688 0.00058312491104033082 0.00050112566639689768 0.00064864522597252237 -0.00066169072593459633 -9.8578897492551079e-05 -0.00028131087545826681 -9.2426877582042801e-05
leaf_weight=0.0010380749442329687 0.0012134449611421088 0.0012535660770767376 0.0014091092874814861 0.0010041201368132949 0.0010359463638061383 0.0012836247733759281 0.001295311234638408 0.001654882865937644 0.0017757504882418358
leaf_count=627 529 400 196 227 188 188 463 715 377
internal_value=0 3.45828e-05 -5.28724e-06 4.12446e-05 -1.33735e-05 -0.000107349 0.000233467 3.96763e-05 0.000206464
internal_weight=0 0.0119258 0.0106722 0.00945875 0.00845463 0.00612337 0.00233126 0.00483974 0.00318486
internal_count=3910 3283 2883 2354 2127 1476 651 1288 573
is_linear=0
shrinkage=0.00196078


Tree=5379
num_leaves=11
num_cat=0
split_feature=1 47 42 13 12 52 2 4 3 4
split_gain=5.79409e-05 6.30357e-05 8.04773e-05 6.45844e-05 6.80485e-05 5.56394e-05 6.01155e-05 3.99272e-05 6.84546e-05 1.79797e-05
threshold=0.13562500000000002 0.10887000000000001 -0.089744999999999978 -0.032264999999999995 0.086765000000000023 -0.074484999999999982 0.089785000000000018 0.15927500000000003 -0.078884999999999997 -0.071454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -7 8 -4 -10
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11
leaf_value=-0.00053228755857220584 0.00044096667390857981 -0.00049729294300555318 -0.00061425957280668774 -0.00029392950110630116 0.00053940438047798067 -8.8800553515566271e-05 0.00043515716361782831 0.00018952202084561112 0.00015811288978555063 -0.00020731849172855041
leaf_weight=0.0010189446166522969 0.0010014463512700274 0.0011008636639148377 0.0012153223770104754 0.0012603248240812851 0.001489245891437856 0.001589024071286286 0.0017905378022344347 0.0010813823966072953 0.0010160082003871501 0.0010553145811271125
leaf_count=420 240 200 1043 234 587 184 178 199 165 460
internal_value=0 -4.90312e-05 -6.18032e-06 4.48882e-05 0.000174726 5.76765e-05 0.000188799 -0.000137298 -0.000244829 -2.80701e-05
internal_weight=0 0.012617 0.0115161 0.0104972 0.00612913 0.00463989 0.00337956 0.00436803 0.00328665 0.00207132
internal_count=3910 3670 3470 3050 1183 596 362 1867 1668 625
is_linear=0
shrinkage=0.00196078


Tree=5380
num_leaves=10
num_cat=0
split_feature=484 52 52 4 2 43 12 16 4
split_gain=9.42769e-05 6.3908e-05 5.98131e-05 5.11182e-05 5.2961e-05 4.85168e-05 0.000108172 5.75994e-05 0.000108936
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.27020000000000005 0.11339500000000001 -0.0037249999999999996 0.089745000000000005 -0.094359999999999986 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -7 -9
right_child=1 3 -4 -5 -6 7 -8 8 -10
leaf_value=-0.00056610714778754169 -7.4181785836829989e-05 -0.00067632287896246957 0.00050786336412370721 0.00028808660936392207 -0.0005046592316900406 -0.00020135370458617731 0.000117683078820234 -0.00021231379240589136 0.00060620870649381539
leaf_weight=0.0010801825749902046 0.0010787764901433673 0.0012192329917619861 0.0018307978381888368 0.0015284414042176691 0.0010913305362114508 0.0015919562983956687 0.0014373623364793337 0.0010551774234342677 0.0015338207948863538
leaf_count=627 379 687 430 416 196 198 476 198 303
internal_value=0 3.79353e-05 0.00029206 -4.02469e-05 -0.000103539 -3.95173e-05 -0.000246723 9.21418e-05 0.00027261
internal_weight=0 0.0123669 0.00290957 0.00945732 0.00792888 0.00683755 0.0026566 0.00418095 0.002589
internal_count=3910 3283 809 2474 2058 1862 1163 699 501
is_linear=0
shrinkage=0.00196078


Tree=5381
num_leaves=10
num_cat=0
split_feature=484 133 42 160 52 15 2 15 0
split_gain=0.00010323 7.24715e-05 8.26992e-05 8.92868e-05 0.000106132 7.93026e-05 0.000155466 6.36415e-05 5.87122e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.096170000000000019 -0.14487999999999998 0.094010000000000024 0.085120000000000015 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00061494021672303309 -0.00039491673306637793 -0.00045746778718341733 -0.00027076630188438595 0.00062748319825247864 0.00068828176930136155 0.00031746946205783624 -0.00042489977592288417 0.0006380066923559588 -0.00022968444927073199
leaf_weight=0.0010237723708470909 0.0012763242334135677 0.0010662578424889676 0.0017490058392919698 0.0010041454210450163 0.0015052155700172277 0.0018820907021598558 0.0019521940958191729 0.0011466250018656323 0.0012579530986816345
leaf_count=612 351 481 566 293 175 105 516 322 489
internal_value=0 3.20368e-05 7.63682e-05 0.00013367 0.000214528 0.000116074 3.37628e-05 0.000242643 9.82706e-05
internal_weight=0 0.0128398 0.0117736 0.0104972 0.00874822 0.00724301 0.00623886 0.00428667 0.00314004
internal_count=3910 3298 2817 2466 1900 1725 1432 916 594
is_linear=0
shrinkage=0.00196078


Tree=5382
num_leaves=11
num_cat=0
split_feature=158 48 16 15 48 47 3 0 3 52
split_gain=5.72071e-05 5.14869e-05 0.000107989 0.000116669 8.94696e-05 7.0592e-05 7.80875e-05 8.53822e-05 0.000103028 5.71367e-05
threshold=1.0000000180025095e-35 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.090910000000000005 0.09550500000000002 0.10666500000000002 -0.11287999999999999 -0.083144999999999983 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=0.00060626805842160976 -0.00045665326353070345 -0.00039171682822071159 -0.00059611010834523747 0.00023451559531794633 0.00061203488756755354 0.00046653531632331711 0.00040120966335991477 -0.00033583704485199811 -0.00065918656177344468 0.00028190858974062953
leaf_weight=0.0012514426633663768 0.001029297582032033 0.0010450109987336234 0.0011366472161528354 0.0014868224231981671 0.001038085862050891 0.0010726426459424891 0.0011063287912935205 0.0011899328684116574 0.0018399906440379572 0.0011150828326652125
leaf_count=176 488 150 347 177 203 139 83 727 1137 283
internal_value=0 2.45847e-05 6.32997e-05 -4.74815e-06 7.12128e-05 -6.64553e-07 -7.50378e-05 -0.000168593 -0.000313189 -3.69942e-05
internal_weight=0 0.012282 0.011237 0.00998553 0.00884889 0.0078108 0.00673816 0.00563183 0.00414501 0.00230502
internal_count=3910 3422 3272 3096 2749 2546 2407 2324 2147 1010
is_linear=0
shrinkage=0.00196078


Tree=5383
num_leaves=8
num_cat=0
split_feature=52 0 52 15 15 43 3
split_gain=1.56424e-05 4.27582e-05 4.02394e-05 2.76907e-05 4.67396e-05 4.79846e-05 3.56867e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.24456499999999998 -0.11739999999999999 -0.03231499999999999 -0.0037249999999999996 -0.077689999999999995
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=-0.0089657830643498984 -0.014789387993612076 -0.0018468258012105093 0.024173524451593511 0.01425806315108339 -0.017674465813196486 0.017367349660936959 -0.0059022450712972047
leaf_weight=0.0013671162329969779 0.0015120802457264573 0.0010321571522977756 0.0014010891820029716 0.001733933122427281 0.001810664996065255 0.0010883223743010802 0.0016709671134163438
leaf_count=128 467 427 635 567 1061 370 255
internal_value=0 0.00518524 0.013136 -0.00263613 0.000279004 -0.00502493 0.00327578
internal_weight=0 0.00380036 0.00243325 0.00781597 0.00630389 0.00456995 0.00275929
internal_count=3910 1190 1062 2720 2253 1686 625
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=11
num_cat=0
split_feature=484 133 42 0 160 15 2 133 13 1
split_gain=0.000125953 6.73337e-05 9.34317e-05 7.28881e-05 7.31504e-05 9.17309e-05 0.000105972 9.26566e-05 0.000117159 5.5133e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.10302000000000001 -0.080184999999999992 -0.15202999999999997 0.10393500000000001 -0.0056849999999999991 -0.07409499999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 -9 -10
right_child=1 -3 3 -5 5 6 -8 8 9 -11
leaf_value=-0.0006761373577305824 -0.00042612731185242148 -0.00044304567367100997 -0.00030754079071273137 0.00062256745020714021 0.00071877697879564042 -0.00030927683427178971 -0.00038860318146321501 0.00076961027022400539 0.00033628212032935388 -0.0002461954288658686
leaf_weight=0.0010142198222269005 0.0012253772336874693 0.0010089055717704036 0.0014936467835267751 0.0011044502486876251 0.0010055114008081841 0.0010382451634047499 0.001433519576150389 0.0015600374461932805 0.0014633751648217334 0.0010902001931948515
leaf_count=612 351 481 541 164 276 512 366 296 172 139
internal_value=0 4.24983e-05 8.54151e-05 0.000146936 8.91109e-05 0.000167159 8.29337e-05 0.00021414 0.000346247 8.76045e-05
internal_weight=0 0.0124233 0.0114144 0.010189 0.00908454 0.00759089 0.00658538 0.00515186 0.00411361 0.00255358
internal_count=3910 3298 2817 2466 2302 1761 1485 1119 607 311
is_linear=0
shrinkage=0.00196078


Tree=5385
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 43 16 52 0
split_gain=0.000105249 0.000104109 8.39732e-05 8.8311e-05 8.30321e-05 0.000105116 0.000111785 6.38585e-05 8.78911e-05 0.000160773
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.049504999999999987 -0.19424999999999998 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00061533576869173901 -0.00039253158156065152 -0.00055463856173819826 0.00044400958481605749 0.00060010329403418312 -0.00056219551702932369 0.00068161419893745352 -0.00038364336770692846 -0.00030246824606367976 0.00092481791726559516 -7.6569009005362867e-05
leaf_weight=0.0010373275376976522 0.0012680143139709331 0.0010643784108572791 0.0018594576308682623 0.0014011830231745589 0.00115780729630583 0.0010012403108937921 0.0014503546129922967 0.0013837225556853957 0.0010025174233454003 0.0016004739809067747
leaf_count=612 351 481 281 474 706 227 198 206 54 320
internal_value=0 3.33292e-05 8.49443e-05 0.000140711 7.26356e-05 -1.82733e-05 7.95408e-05 -3.13315e-05 9.68385e-05 0.000309106
internal_weight=0 0.0131891 0.0121248 0.0108568 0.00945557 0.00759612 0.00643831 0.00543707 0.00398671 0.00260299
internal_count=3910 3298 2817 2466 1992 1711 1005 778 580 374
is_linear=0
shrinkage=0.00196078


Tree=5386
num_leaves=9
num_cat=0
split_feature=1 4 52 0 43 0 16 4
split_gain=1.52432e-05 6.72004e-05 3.11565e-05 5.54126e-05 8.32626e-05 5.21934e-05 3.438e-05 2.95308e-05
threshold=0.11235500000000002 0.24280000000000004 0.11401500000000002 -0.077944999999999987 -0.0037249999999999996 -0.032484999999999993 -0.094359999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -6 -8
right_child=1 -3 -4 5 6 -7 7 -9
leaf_value=-0.027660075956484689 -0.0059527024316001608 0.025874646402997831 -0.018456826858674148 0.029021544875869384 -0.010699912606106796 0.00065911522642855336 -0.0008954047865417261 0.021866769091560396
leaf_weight=0.0013295612780872064 0.0017167249331989853 0.0010811997791039807 0.0010315238919019849 0.0010480766984965406 0.0014364295893906985 0.0017032398977792228 0.0013129730215990197 0.0010071857193857999
leaf_count=1269 288 343 514 520 245 303 358 70
internal_value=0 0.00634631 -0.00211934 3.09098e-05 -0.00615341 0.0114634 0.00145839 0.0089857
internal_weight=0 0.00279792 0.00886899 0.00783747 0.00508615 0.00275132 0.00375659 0.00232016
internal_count=3910 631 3279 2765 1942 823 673 428
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 43 16 52 0
split_gain=0.000134889 5.1922e-05 7.19809e-05 8.44155e-05 7.11136e-05 0.000144921 7.23518e-05 6.46878e-05 9.23247e-05 0.000179758
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.017894999999999998 -0.19424999999999998 -0.074484999999999982 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00069332057346042572 -0.00036242098500282287 -0.00036869395284828017 0.00041943569435229686 0.00059706325482898441 -0.00067401968088244254 0.0005824550215929264 -0.00036068231069390195 -0.00029061814221838282 0.00097512232614465971 -8.6615411614686518e-05
leaf_weight=0.0010196191142570242 0.0012320267952292243 0.001054326907944274 0.0018011462508613976 0.0013455627393946278 0.0010925537885136628 0.0010038460110997592 0.0013554728746976714 0.0012803515686246403 0.0010511743993931728 0.0014710021543634074
leaf_count=612 351 481 281 474 706 258 194 202 75 276
internal_value=0 4.79632e-05 8.57254e-05 0.000138809 7.0717e-05 -1.5864e-05 0.000100833 7.10036e-06 0.000138202 0.000355888
internal_weight=0 0.0126875 0.0116331 0.0104011 0.00905555 0.0072544 0.00616185 0.005158 0.00380253 0.00252218
internal_count=3910 3298 2817 2466 1992 1711 1005 747 553 351
is_linear=0
shrinkage=0.00196078


Tree=5388
num_leaves=11
num_cat=0
split_feature=158 156 16 13 43 133 1 15 4 15
split_gain=6.30054e-05 5.8114e-05 6.94207e-05 9.40616e-05 8.7826e-05 6.97514e-05 6.49722e-05 4.56741e-05 0.000141574 3.70788e-05
threshold=1.0000000180025095e-35 0.083820000000000019 0.18936500000000003 0.025140000000000006 -0.074254999999999988 0.086685000000000012 1.0000000180025095e-35 -0.095799999999999982 0.0057500000000000008 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 9 -9 -8
right_child=-2 -3 4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00040687366789153833 -0.00047588476419493486 -0.00035156047964336002 0.00074321314357401298 -0.00048076976008204025 -1.0423249604092468e-05 0.00052901347375217806 0.00011774793757045381 -0.0001177523424458463 0.00083044898400530759 -0.00035332319315862826
leaf_weight=0.0012064831358381423 0.0010206334632856867 0.0013626448034719544 0.0012151524124033222 0.0013426223549277382 0.0011639865578346653 0.0011417339084816578 0.0015270395076913677 0.0014053642964658238 0.0010635510907474762 0.0011089206311851144
leaf_count=725 488 515 171 343 169 676 192 436 131 64
internal_value=0 3.07306e-05 7.73466e-05 -3.0296e-06 0.000374499 8.30319e-05 2.35324e-06 9.90697e-05 0.000290711 -8.04267e-05
internal_weight=0 0.0125375 0.0111749 0.00879571 0.00237914 0.00745309 0.00631136 0.00510488 0.00246892 0.00263596
internal_count=3910 3422 2907 2567 340 2224 1548 823 567 256
is_linear=0
shrinkage=0.00196078


Tree=5389
num_leaves=9
num_cat=0
split_feature=14 15 43 133 42 12 16 1
split_gain=1.60969e-05 5.11075e-05 3.24047e-05 4.98942e-05 9.60319e-05 0.000112716 6.68198e-05 6.90044e-05
threshold=-1.0000000180025095e-35 -0.106555 0.12512500000000001 0.087485000000000021 0.085195000000000007 0.084100000000000022 -0.094359999999999986 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.012211043623934567 0.017503693529378628 -0.020473932621026009 0.014454587278070858 -0.024425302469063513 0.018618687157134283 -0.032858408650270995 -0.005728375488191508 0.026155059442203865
leaf_weight=0.0010018845778038748 0.0016037507950418589 0.0010609868171288376 0.0010739536729782563 0.0010445199869482417 0.0018390610027111363 0.0013469302022450311 0.0014594364843046014 0.0012690745767727617
leaf_count=196 505 141 235 829 758 771 291 184
internal_value=0 0.00104464 -0.00185797 -0.00404237 -0.000990201 -0.00801102 0.000820676 0.00910113
internal_weight=0 0.0106977 0.00909396 0.00802001 0.00697549 0.00513643 0.0037895 0.00272851
internal_count=3910 3714 3209 2974 2145 1387 616 475
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 3 0 3 42
split_gain=0.000149438 8.16403e-05 0.000144433 9.50521e-05 7.84552e-05 6.74521e-05 4.91085e-05 5.73288e-05 9.789e-05 6.68542e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.084925000000000014 -0.10209999999999998 -0.076734999999999984 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00072980597538836462 -0.00051610890347278621 -0.0004755429903891829 0.00074874453049087158 -0.00034661050172389742 0.00048050648640575639 -0.00035265965424905176 0.00045625663026490569 -0.00040660825115155548 0.00054294543593804703 0.00022545000404688097
leaf_weight=0.0010397372799877324 0.0011425641548485485 0.0010728863508699489 0.0011530910070904612 0.0012884290983288119 0.0015870277109217576 0.0016305259628464968 0.0011748346349660932 0.0013206821958088159 0.0014172376792176353 0.0012545733804163197
leaf_count=612 261 137 368 167 117 499 94 799 246 610
internal_value=0 4.2617e-05 8.90644e-05 1.87352e-05 8.19084e-05 3.67886e-06 9.3679e-05 1.30172e-05 0.000129074 -9.86918e-05
internal_weight=0 0.0130419 0.011969 0.0108159 0.00967331 0.00808628 0.00645576 0.00528092 0.00399249 0.00257526
internal_count=3910 3298 3161 2793 2532 2415 1916 1822 1655 1409
is_linear=0
shrinkage=0.00196078


Tree=5391
num_leaves=11
num_cat=0
split_feature=484 52 49 15 3 12 2 43 16 12
split_gain=6.58316e-05 3.28352e-05 4.0086e-05 7.30097e-05 3.5146e-05 4.44394e-05 0.000100756 9.51418e-05 2.83113e-05 8.3725e-06
threshold=-1.0000000180025095e-35 -0.068164999999999989 -0.047894999999999993 -0.038029999999999987 0.090325000000000003 0.091555000000000011 0.087995000000000004 -0.014114999999999997 -0.089559999999999987 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 -8 -6 -3
right_child=1 4 3 -5 8 -7 7 -9 -10 -11
leaf_value=-0.0004782466990347835 0.00046736865560071284 -2.6597684411942569e-05 -0.00028630669576351788 0.00039788114405042512 -0.00043987297598724502 -0.00021476055649517282 5.32267866789081e-05 0.0008867785225532155 -1.3071908854143031e-05 -0.00027689805006584218
leaf_weight=0.0010456336884908856 0.0012899755636878022 0.0010319767207633435 0.0012614907853499553 0.0011429123820908662 0.0012396969233518394 0.001749289362676338 0.0010815973838109191 0.00102572729149325 0.00115357080164729 0.0010232497941016008
leaf_count=627 218 152 405 283 181 750 270 181 95 748
internal_value=0 3.47328e-05 0.00018852 3.89161e-05 -3.36766e-05 4.74811e-05 0.000157687 0.000458953 -0.000234152 -0.000151216
internal_weight=0 0.0119995 0.00369438 0.0024044 0.00830511 0.00591184 0.00416255 0.00210732 0.00239327 0.00205523
internal_count=3910 3283 906 688 2377 2101 1351 451 276 900
is_linear=0
shrinkage=0.00196078


Tree=5392
num_leaves=9
num_cat=0
split_feature=49 42 3 2 4 15 160 13
split_gain=1.51447e-05 4.71425e-05 4.07114e-05 7.79126e-05 6.76055e-05 5.47998e-05 3.98838e-05 3.77271e-05
threshold=-0.045004999999999996 -0.082904999999999993 0.084925000000000014 0.086130000000000012 -1.0000000180025095e-35 -0.053579999999999996 0.069910000000000014 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -4 -3 -1 -5
right_child=1 2 4 7 -6 -7 -8 -9
leaf_value=-0.0064056761562605218 0.014895856278415377 -0.0092892563404285491 0.019010810782711426 -0.012534639492040995 -0.010949590068398391 -0.040303858223158302 0.018453117836165347 0.0125454381497822
leaf_weight=0.0012285383792229867 0.0013967246861331566 0.001189948291975378 0.0015048462626081893 0.0010663888847435553 0.0015077942083635588 0.0010929742823897622 0.0013597555505930909 0.0013707647839973321
leaf_count=354 529 341 156 614 207 749 175 785
internal_value=0 -0.00201225 -0.00506629 -0.0108631 0.00401595 -0.0241378 0.00665385 0.00157152
internal_weight=0 0.00912944 0.00773272 0.00472008 0.00301264 0.00228292 0.00258829 0.00243715
internal_count=3910 3381 2852 2489 363 1090 529 1399
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=11
num_cat=0
split_feature=484 12 48 12 1 1 42 15 13 16
split_gain=0.000117299 0.000129205 7.84565e-05 8.26371e-05 0.000123197 0.000101654 8.45429e-05 8.27281e-05 0.000105176 0.000172478
threshold=-0.0043499999999999988 0.11655500000000001 0.11930500000000001 -0.036459999999999992 0.11198000000000001 0.092550000000000007 -1.0000000180025095e-35 -0.096369999999999983 -0.09547499999999999 -0.006474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9 -10
right_child=1 -3 -4 4 -6 -7 7 8 9 -11
leaf_value=-0.00064897872539457051 -0.00035429946013231569 -0.00065386171168380883 -0.00043363770267164467 -0.00028968904817076982 0.00065904614934200474 -0.00032073250416340455 0.00080561814988671645 0.00066290082649582546 -0.00041578874671681029 0.00046858776506947562
leaf_weight=0.0010717314748241733 0.0012394282410062582 0.0010005195147516676 0.0010567000262493706 0.0011439804239979498 0.0017303379917511684 0.0018565857252156297 0.001002843130034816 0.0012853039722102036 0.0017842400425716394 0.0016155367934272055
leaf_count=612 442 155 119 738 225 410 121 128 638 322
internal_value=0 2.45739e-05 7.79589e-05 0.00012433 0.000181268 8.61169e-05 0.000196679 0.0002945 0.000185095 4.45731e-06
internal_weight=0 0.0137155 0.012715 0.0116583 0.0104188 0.00868849 0.0068319 0.00568792 0.00468508 0.00339978
internal_count=3910 3298 3143 3024 2582 2357 1947 1209 1088 960
is_linear=0
shrinkage=0.00196078


Tree=5394
num_leaves=9
num_cat=0
split_feature=4 43 0 43 160 52 43 0
split_gain=1.69954e-05 4.63106e-05 5.24401e-05 3.56212e-05 3.67386e-05 7.72008e-05 6.10035e-05 3.26413e-05
threshold=-0.49269499999999994 -0.24333999999999997 -0.035699999999999989 0.0033500000000000005 -1.0000000180025095e-35 0.086635000000000004 -0.074254999999999988 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.012517748226644507 -0.019014198850599521 -0.01010129336699769 0.021081757066863903 -0.016941110562225106 0.018427956102560716 0.030161084407812646 0.0012357594259283027 -0.019935269467355528
leaf_weight=0.0010091606912315818 0.0010383105088560976 0.0017125703315264045 0.001403607938801797 0.0010598202419424847 0.0013466096101672808 0.0011155274830492983 0.0018429092437006428 0.0012040597172292733
leaf_count=192 199 917 284 632 565 336 228 557
internal_value=0 0.00105648 0.0032082 0.000178858 0.00269131 0.00666804 0.000703163 -0.00713032
internal_weight=0 0.0107234 0.0096851 0.0082815 0.00722168 0.00550911 0.00439358 0.00304697
internal_count=3910 3718 3519 3235 2603 1686 1350 785
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=10
num_cat=0
split_feature=484 159 1 12 1 2 48 2 4
split_gain=7.22921e-05 3.66902e-05 4.63508e-05 8.7061e-05 8.34421e-05 5.97244e-05 7.86915e-05 0.000126274 5.90377e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.12864500000000004 0.10129000000000001 0.11097000000000001 0.086545000000000025 0.084260000000000015 0.10113500000000002 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00050741299301132383 0.00011739055686154776 0.00034503265675445003 0.00034165775092545673 -0.00054480169613377902 -0.00050168198536851521 0.00036285600311342585 0.00053221308766290408 -0.00048892500506185314 -0.00048610469696387394
leaf_weight=0.0010464390693482864 0.0014052447998090891 0.0012705180752607187 0.0012873725111239775 0.0012153623555129041 0.0010399206482627314 0.0016308211668233054 0.0018931470540052195 0.0011347342875929465 0.0011198846172149565
leaf_count=627 820 400 224 342 165 623 261 285 163
internal_value=0 2.99627e-05 -7.35636e-06 -5.49573e-05 1.74352e-05 9.25818e-05 0.000224206 1.3362e-05 -0.000150257
internal_weight=0 0.011997 0.0107265 0.00943911 0.00822375 0.00718383 0.0046587 0.00276556 0.00252513
internal_count=3910 3283 2883 2659 2317 2152 1169 908 983
is_linear=0
shrinkage=0.00196078


Tree=5396
num_leaves=11
num_cat=0
split_feature=133 13 50 48 0 1 2 0 43 43
split_gain=5.97535e-05 7.89637e-05 4.95273e-05 7.85845e-05 7.05074e-05 6.87179e-05 5.82774e-05 4.95271e-05 6.90302e-05 5.16442e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11028500000000001 -0.10575999999999998 0.10727500000000002 0.086775000000000005 -0.070894999999999986 -1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -6 -9
right_child=-2 2 -4 -5 7 -7 -8 9 -10 -11
leaf_value=0.00052029434935105538 -0.00046418416211496482 0.00046116639754606453 -0.00042159989594114895 -0.00048398468890929958 -0.00061489673194554885 0.00070954096180429814 -0.00015986443837544531 0.00032078022529676361 3.7980403832451554e-05 -0.00020248635440458685
leaf_weight=0.0011348631555491576 0.0010296552122658594 0.001035367442038573 0.0010802820647121307 0.0010624626890693096 0.0011479832428446981 0.0010818270577314321 0.0013236287233912604 0.0018164395021734718 0.001360587835440584 0.0012070393758758667
leaf_count=179 557 107 546 133 1062 91 254 309 306 366
internal_value=0 2.76177e-05 -2.26828e-05 2.02598e-05 7.99665e-05 0.000300357 0.000112707 -5.7112e-05 -0.000260792 0.000111881
internal_weight=0 0.0122505 0.0111156 0.0100353 0.00897287 0.00344082 0.002359 0.00553205 0.00250857 0.00302348
internal_count=3910 3353 3174 2628 2495 452 361 2043 1368 675
is_linear=0
shrinkage=0.00196078


Tree=5397
num_leaves=9
num_cat=0
split_feature=160 160 12 12 12 16 0 16
split_gain=1.47966e-05 3.37185e-05 3.68997e-05 5.0033e-05 4.81339e-05 4.40011e-05 6.18187e-05 2.23148e-05
threshold=0.099550000000000013 0.069910000000000014 0.10700500000000002 0.097345000000000015 0.089995000000000006 0.032820000000000009 -0.084304999999999977 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.007366827765278524 -0.01122109935062568 0.017340332174050618 -0.018655428180777464 0.022262825262505889 -0.018236653082997382 -0.01254714243103772 0.02473773056293533 -0.0094060984144580216
leaf_weight=0.0016891747927354707 0.0010886459180098609 0.001131321677798911 0.0010444933162193906 0.0010007885452229604 0.0014035513633892807 0.0015014681153360391 0.0013945453843245189 0.0014953705548285325
leaf_count=418 311 239 319 298 720 355 532 718
internal_value=0 0.00101807 -0.000919697 0.00126358 -0.00154448 0.00230851 0.00717962 -0.000509254
internal_weight=0 0.0106607 0.00952939 0.0084849 0.00748411 0.00608056 0.00457909 0.00318455
internal_count=3910 3599 3360 3041 2743 2023 1668 1136
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=12
num_cat=0
split_feature=133 484 133 157 12 15 3 3 13 4 1
split_gain=9.78631e-05 0.000105015 9.45385e-05 6.36693e-05 7.1564e-05 6.33111e-05 0.000132164 0.000163014 4.61132e-05 4.08975e-05 0.000115948
threshold=0.10681500000000001 -0.0043499999999999988 0.083815000000000014 -0.074224999999999985 -0.023959999999999995 0.035895000000000003 -0.10315499999999998 -1.0000000180025095e-35 -0.009474999999999999 0.11205000000000001 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 -7 10 -9
right_child=-2 2 -4 4 5 8 7 9 -10 -11 -12
leaf_value=-0.00056863344630009261 -0.00058850635768952094 0.00043651049623623513 0.00051653120983784803 -0.00052120424058869214 0.00063953475906102365 3.6697234206122877e-05 -0.00062902741200970174 -2.0981119043652622e-05 -0.0005391021937560254 -0.00015098178318719883 0.00082955193162896547
leaf_weight=0.0010175148807829775 0.0010351396977282016 0.0012411093159778357 0.0016977919345555108 0.0010396476341137219 0.0014614541615077178 0.0010124130567966331 0.0012948772355337941 0.0015677622125139204 0.0011333631680519323 0.0010163225191089252 0.0010152987607628394
leaf_count=539 545 273 523 261 220 555 396 89 331 98 80
internal_value=0 3.70773e-05 8.64618e-05 1.87423e-05 -3.5601e-05 2.37835e-05 0.000122101 -3.24073e-05 -0.00026743 0.000182227 0.00031333
internal_weight=0 0.0134976 0.01248 0.0107822 0.00954114 0.00850149 0.00635571 0.00489426 0.00214578 0.00359938 0.00258306
internal_count=3910 3365 2826 2303 2030 1769 883 663 886 267 169
is_linear=0
shrinkage=0.00196078


Tree=5399
num_leaves=11
num_cat=0
split_feature=158 48 50 4 40 3 2 4 52 3
split_gain=5.54867e-05 6.02001e-05 7.90269e-05 9.02196e-05 5.17261e-05 0.000124623 6.67856e-05 7.84104e-05 7.57771e-05 3.17707e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -1.0000000180025095e-35 0.10420500000000001 0.095195000000000016 0.0057500000000000008 0.0033900000000000002 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11
leaf_value=-0.00032223678278842853 -0.00045279512694552666 -0.00041465109238094289 -0.00045302573809151772 0.0006694893738093203 -0.00034600017161364003 0.00066753818023788849 -0.00035554038124101836 0.00017154954903513282 0.00026813248554088395 0.00066174158856934016
leaf_weight=0.001187313514772287 0.0010003194536627518 0.0010806492406559903 0.0010112613413796262 0.0010381076265000783 0.001786591731892133 0.0013174462529616862 0.0015071306848589783 0.0010298699165487302 0.0013608234190485486 0.0010038217256047588
leaf_count=201 488 150 638 297 651 118 510 124 688 45
internal_value=0 2.73837e-05 6.98734e-05 0.000121558 5.96833e-05 0.000116325 7.74769e-06 0.000113424 -8.04724e-05 0.000413506
internal_weight=0 0.012323 0.0112424 0.0102311 0.009193 0.00800568 0.00668824 0.00518111 0.00314742 0.00203369
internal_count=3910 3422 3272 2634 2337 2136 2018 1508 1339 169
is_linear=0
shrinkage=0.00196078


Tree=5400
num_leaves=9
num_cat=0
split_feature=484 159 15 2 2 16 3 2
split_gain=6.53063e-05 3.81321e-05 4.10432e-05 7.67153e-05 5.68699e-05 0.000129241 8.09029e-05 5.12013e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.11739999999999999 0.10113500000000002 0.086650000000000019 -0.014099999999999998 -0.074234999999999982 0.11165000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -5
right_child=1 -3 3 7 5 -7 -8 -9
leaf_value=-0.00047645120154936723 -0.00030569809088215301 0.00035645421210376942 0.00028156909547797027 -0.00056620630602477505 2.1326221510908376e-05 0.00085970055083725214 -0.0002975598752667899 -1.2634428299070949e-05
leaf_weight=0.0010384470880644902 0.0014760918681928472 0.0012765128176230487 0.0018944558118706083 0.0010704103510732826 0.0017314927673520435 0.0011947307351338678 0.001816822138689912 0.0016064599643926005
leaf_count=627 381 400 866 260 507 294 247 328
internal_value=0 3.5987e-05 -1.92434e-06 4.62161e-05 0.000159223 0.000363621 -1.93819e-06 -0.000233993
internal_weight=0 0.012067 0.0107905 0.00931437 0.0066375 0.00292622 0.00371128 0.00267687
internal_count=3910 3283 2883 2502 1914 801 1113 588
is_linear=0
shrinkage=0.00196078


Tree=5401
num_leaves=12
num_cat=0
split_feature=484 133 42 3 133 3 43 16 52 0 15
split_gain=0.000143738 9.69308e-05 8.45375e-05 0.000120019 9.01728e-05 0.000127734 0.000118844 7.72009e-05 0.000132738 0.00018471 6.42991e-05
threshold=-0.0043499999999999988 0.10681500000000001 -0.10770999999999999 -0.10315499999999998 0.083815000000000014 -0.078884999999999997 -0.074254999999999988 -0.19424999999999998 -0.074484999999999982 -0.14534499999999997 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 -7 -8 -9 -10 -4
right_child=1 -3 3 4 -6 6 7 8 9 -11 -12
leaf_value=-0.00069304232842571538 -0.00045573550431187918 -0.00053254453358923565 0.00090317833930336734 -0.00063758458534666693 0.0004904522710920241 0.0006697815176335848 -0.00041768732206955308 -0.00038239161898006034 0.00096244841407527729 -5.6441266014006318e-05 0.0002545364914070415
leaf_weight=0.0011001161406452237 0.0010126592496633021 0.0010431155567211152 0.0010074453333439939 0.0011868117663314248 0.0014332589682641743 0.0010398191458539123 0.0015965657920078138 0.0015285383144034541 0.0011048439940407103 0.0017961415976698748 0.0014097706347710225
leaf_count=612 189 472 132 798 467 193 203 224 62 354 204
internal_value=0 4.27325e-05 8.84848e-05 0.000134019 3.64772e-05 -4.23652e-05 5.76097e-05 -4.80223e-05 8.52188e-05 0.000331604 0.000524877
internal_weight=0 0.014159 0.0131159 0.0121032 0.00968598 0.00825272 0.00706591 0.00602609 0.00442952 0.00290099 0.00241722
internal_count=3910 3298 2826 2637 2301 1834 1036 843 640 416 336
is_linear=0
shrinkage=0.00196078


Tree=5402
num_leaves=12
num_cat=0
split_feature=484 133 16 52 157 52 52 2 4 15 2
split_gain=0.000110267 8.72077e-05 8.61033e-05 0.000132889 0.000137157 0.000110309 5.89169e-05 7.50846e-05 6.52843e-05 0.000107964 8.19101e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.072409999999999988 -0.087094999999999992 0.089785000000000018 0.113945 0.0057500000000000008 -0.095799999999999982 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 8 10 -10 -2
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00061857419693633431 0.00030309011732782031 -0.00050314611843067672 0.00069463367136435175 0.00082223957163888672 0.00015628943737841213 -0.00065692587124050079 -0.00042880645299669766 -0.00040591537696471017 5.3733123587149915e-06 0.00081883384403900236 -0.00044065631233956496
leaf_weight=0.00110552892329504 0.0010271570365182059 0.0011040691857386259 0.0010372331375859225 0.0012565049356667549 0.0017507624120618581 0.001011976822117404 0.0013722181193016924 0.0012613538357425088 0.0015024914528662674 0.001076884890321221 0.0012772073940954271
leaf_count=612 415 481 313 117 454 219 530 191 192 115 271
internal_value=0 2.52177e-05 7.16119e-05 0.000269452 8.66662e-05 -0.000141587 -6.1464e-05 2.05647e-05 0.000130714 0.000344992 -0.000109136
internal_weight=0 0.0136779 0.0125738 0.00505648 0.00379997 0.00276274 0.00751731 0.00614509 0.00488374 0.00257938 0.00230436
internal_count=3910 3298 2817 1103 986 673 1714 1184 993 307 686
is_linear=0
shrinkage=0.00196078


Tree=5403
num_leaves=7
num_cat=0
split_feature=4 151 52 13 43 0
split_gain=1.54147e-05 2.88916e-05 3.53562e-05 5.03367e-05 5.1459e-05 7.80784e-05
threshold=0.27608500000000008 -0.024429999999999997 0.11401500000000002 -0.094679999999999986 -0.083899999999999988 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.0099445068489240097 0.009214970069070098 0.013178466079812025 -0.020765217704546559 0.0069555854083805163 0.0023239853825967631 -0.026686043827605171
leaf_weight=0.0018134877044482774 0.0015344588472672527 0.0017810598220622947 0.0010910936180565821 0.0019775217593245771 0.0017557419462078459 0.0019673103044041329
leaf_count=556 441 238 511 502 190 1472
internal_value=0 -0.00152274 -0.00394854 -0.00149606 -0.00608089 -0.0130053
internal_weight=0 0.0103862 0.00857273 0.00748163 0.00570057 0.00372305
internal_count=3910 3469 2913 2402 2164 1662
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=9
num_cat=0
split_feature=1 484 457 0 13 3 12 13
split_gain=1.56393e-05 3.79188e-05 4.53702e-05 4.3339e-05 7.25374e-05 5.21712e-05 8.8477e-05 6.3866e-05
threshold=0.12864500000000004 0.084225000000000008 0.082870000000000013 -0.10209999999999998 -0.075169999999999987 -0.078884999999999997 0.090480000000000019 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=0.0015436402656752645 0.0099254700027075118 0.015239526745010759 0.012433046470363935 -0.029536861787435049 -0.030628034296535357 0.023945573400089661 -0.013458645810036444 0.0033932050964413404
leaf_weight=0.001250710265671048 0.0013691500061448732 0.0012072449044347967 0.001484548985261183 0.0010913432223810986 0.001594064607109937 0.0015524908790206264 0.0010670525423657619 0.0012794067508542623
leaf_count=235 331 417 233 1123 270 291 547 463
internal_value=0 -0.00143599 -0.0035961 -0.00663323 -0.0164837 -0.00101785 0.00870923 -0.0117657
internal_weight=0 0.0105269 0.00931962 0.00783507 0.00284477 0.00499029 0.00261954 0.00237075
internal_count=3910 3579 3162 2929 505 2424 838 1586
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 43 0 16 52
split_gain=0.000113483 7.52156e-05 0.000139623 9.28382e-05 8.86096e-05 0.000129342 0.000120596 5.64923e-05 6.4616e-05 7.7212e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.06705499999999999 -0.083564999999999987 -0.19424999999999998 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8 -10
right_child=1 -3 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00063572867619866912 -0.0005178712213339112 -0.00046015905744795641 0.00047042914133853741 0.00063135614580580668 -0.00062052285039729293 0.00072554430014692744 -0.00027129797759690278 -0.00043229754168448779 -0.00017969143757924345 0.00047059523763107202
leaf_weight=0.0010245610856353246 0.0013160539731955469 0.0010565743456108787 0.0018756171119089496 0.0013911759295859123 0.0011205846611043076 0.0010042328101550445 0.0013784685838548129 0.0010105824445306479 0.0010881721465485876 0.0019780936898969943
leaf_count=612 351 481 281 474 706 205 174 341 82 203
internal_value=0 4.16579e-05 8.52498e-05 0.000158426 8.88465e-05 -5.57177e-06 0.000101108 -1.384e-05 8.13031e-05 0.000239818
internal_weight=0 0.0132196 0.012163 0.0108469 0.00945575 0.00758013 0.00645955 0.00545532 0.00444473 0.00306627
internal_count=3910 3298 2817 2466 1992 1711 1005 800 459 285
is_linear=0
shrinkage=0.00196078


Tree=5406
num_leaves=10
num_cat=0
split_feature=14 15 133 42 3 52 0 0 49
split_gain=1.47426e-05 4.35302e-05 3.51976e-05 5.13702e-05 5.89608e-05 5.46903e-05 5.4621e-05 5.17898e-05 3.07873e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.083144999999999983 -1.0000000180025095e-35 -0.100615 -0.068164999999999989 -0.083564999999999987 -0.10783 -0.045004999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 8 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=-0.011609779487288186 0.015995265909306378 0.014432175852349389 -0.023049355510326559 0.017140544416267653 0.019453642487833978 -0.019425148788744889 -0.030353013866853615 0.012194201673903777 -0.0047700597171686414
leaf_weight=0.0010211681177292537 0.0016354046848999016 0.0011791954665843736 0.0012111993538609644 0.0014570452368307717 0.0010271915165831042 0.0010407513214765723 0.0012207053864390499 0.0010313341274318178 0.0010724873511420833
leaf_count=196 505 486 656 261 165 166 583 464 428
internal_value=0 0.000957078 -0.00170459 -0.00406522 -0.000708255 -0.005531 -0.0135728 -0.00368733 0.00708051
internal_weight=0 0.0108753 0.00923991 0.00806071 0.00684951 0.00539247 0.00329279 0.00207209 0.00209968
internal_count=3910 3714 3209 2723 2067 1806 1213 630 593
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=11
num_cat=0
split_feature=484 159 160 133 151 13 4 3 52 4
split_gain=5.74333e-05 4.80117e-05 4.53816e-05 5.8607e-05 5.90912e-05 7.69252e-05 0.000109442 0.000112899 6.45654e-05 4.45502e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 -0.0088999999999999982 0.17936000000000002 0.074650000000000008 -0.088024999999999978 -0.068164999999999989 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 -10
right_child=1 -3 3 4 5 -7 -8 8 9 -11
leaf_value=-0.00045091980406860205 -0.00037229171018528207 0.0003821006837620309 -0.00041778743249957362 -0.0002693322523836068 0.00065844204219245902 -0.00031226759603897563 0.00069556511298447614 0.00029806400637832485 1.2359243185439971e-05 -0.00053490376289735324
leaf_weight=0.0010547566661722454 0.0012235350817301092 0.0013004709557488088 0.0010129801235630618 0.001527882246499487 0.0010295433121103917 0.0011363565607528841 0.0015360865086076359 0.0011468141306648751 0.0011012123778591488 0.0011897987569646712
leaf_count=627 529 400 400 310 358 123 274 237 311 341
internal_value=0 2.59886e-05 -1.64825e-05 2.8488e-05 8.06436e-05 0.000155537 0.000244084 8.88445e-05 -8.17359e-05 -0.000271853
internal_weight=0 0.0122047 0.0109042 0.00968067 0.00866769 0.00713981 0.00600346 0.00446737 0.00343783 0.00229101
internal_count=3910 3283 2883 2354 1954 1644 1521 1247 889 652
is_linear=0
shrinkage=0.00196078


Tree=5408
num_leaves=10
num_cat=0
split_feature=11 13 39 0 0 52 1 16 4
split_gain=1.62183e-05 2.42338e-05 6.99801e-05 6.40749e-05 4.51665e-05 4.52099e-05 4.75177e-05 5.87186e-05 3.24399e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07773999999999999 0.0033900000000000002 0.086560000000000012 -0.057604999999999996 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.021169128785594672 -0.011626403980386521 0.0078447698696219263 0.021955495842848668 -0.024778687194862134 0.018624803213274001 0.010628669540219599 -0.02966938966403387 0.0011653954578965647 -0.002920051120391124
leaf_weight=0.0012366229332490914 0.001110496196659619 0.0010255364557468943 0.0011169838765030336 0.0013297533162013242 0.0010223859163969295 0.0014298949703346734 0.0015759154491578609 0.0010155698084962257 0.0010202442802044725
leaf_count=124 279 677 387 329 569 850 242 171 282
internal_value=0 0.00106612 -0.0013755 -0.00489762 -0.000541775 -0.00442447 -0.0103753 -0.0175856 0.0102793
internal_weight=0 0.0107729 0.00851604 0.00739906 0.0060693 0.00504692 0.00361702 0.00259149 0.00225687
internal_count=3910 3631 3225 2838 2509 1940 1090 413 406
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=12
num_cat=0
split_feature=484 3 151 4 150 2 2 0 43 4 1
split_gain=6.43417e-05 4.72952e-05 4.8152e-05 8.89127e-05 8.28144e-05 5.95843e-05 7.46792e-05 5.92225e-05 7.1516e-05 5.87713e-05 5.6665e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.27020000000000005 0.082965000000000025 0.11339500000000001 0.091525000000000009 -0.10575999999999998 -0.079109999999999986 -0.069259999999999988 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 7 -4 -9 -8 -10
right_child=1 2 3 -5 -6 -7 9 8 10 -11 -12
leaf_value=-0.00047226396037884373 0.00043893008102743479 -0.00066406464550310335 0.00024480454619439331 0.00060951501712186884 0.00010823145631291406 -0.00044358194923045576 7.4656523735427963e-05 -0.0006042609995516755 -0.00031595830729306027 0.00070084810061664686 0.00031642843086298494
leaf_weight=0.0010490176782674753 0.0010154367762750883 0.001041068737230564 0.0014768816668959783 0.0010038530328339334 0.0010956172278725152 0.0010554013021026919 0.0013503408084730027 0.0012258298253364384 0.0011349377268685154 0.001005221063929924 0.0010476153617719969
leaf_count=627 225 208 121 313 290 251 198 382 759 342 194
internal_value=0 3.33839e-05 -2.62335e-06 5.83601e-05 -0.000268058 -8.33023e-06 5.51108e-05 -8.31626e-05 -0.000225274 0.00034188 -1.24156e-05
internal_weight=0 0.0124522 0.0114368 0.00930008 0.00213669 0.00829623 0.00724083 0.00488526 0.00340838 0.00235556 0.00218255
internal_count=3910 3283 3058 2560 498 2247 1996 1456 1335 540 953
is_linear=0
shrinkage=0.00196078


Tree=5410
num_leaves=12
num_cat=0
split_feature=48 48 133 42 47 52 3 13 0 3 0
split_gain=0.000115526 0.000113732 6.58267e-05 7.9315e-05 0.000120601 0.000120541 6.73356e-05 9.12857e-05 0.000105796 5.71881e-05 6.64112e-05
threshold=0.12738500000000003 0.096835000000000018 0.10599500000000002 -0.090359999999999982 0.087850000000000025 -0.0066199999999999991 0.10666500000000002 -0.086679999999999993 -0.082074999999999995 0.090325000000000003 -0.084964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 7 -7 -9 10 -5
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00043242082274582469 -0.00064779255123902481 0.00061464028399245234 -0.00050190067604012482 -0.00067176980805183498 -0.00042726461688796807 -0.00022654595762461861 0.00080650294949525983 0.00078432615642963738 1.1186561599982916e-05 0.00019388007016605835 3.6922271214600389e-05
leaf_weight=0.0013101246562668067 0.0010289282020288617 0.0011824601909994304 0.0010090287433733225 0.0010200812490885184 0.0015196834700387006 0.0011048260088392541 0.0010652030440398592 0.0015303857398945206 0.0012252877150257255 0.0014231731244068041 0.0010134477821928307
leaf_count=371 127 252 516 343 235 394 126 473 439 151 483
internal_value=0 3.3978e-05 -2.22037e-05 2.0966e-05 8.09527e-05 0.00017309 0.000370064 0.00024964 0.000440556 -0.000107593 -0.00031858
internal_weight=0 0.0134037 0.0122212 0.0112122 0.00990209 0.0083824 0.0049257 0.0038605 0.00275567 0.0034567 0.00203353
internal_count=3910 3783 3531 3015 2644 2409 1432 1306 912 977 826
is_linear=0
shrinkage=0.00196078


Tree=5411
num_leaves=9
num_cat=0
split_feature=4 12 3 4 0 3 15 3
split_gain=1.70342e-05 3.43574e-05 4.30969e-05 4.68347e-05 5.96519e-05 7.27982e-05 6.52776e-05 4.39825e-05
threshold=0.28937500000000005 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 0.083935000000000023 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.01800106596553892 0.0098909680911681494 -0.020229643787273592 0.018959566156187588 -0.026639000950230276 0.022017053092025222 -0.016049371513899836 0.020394341500754892 0.0068273211049081108
leaf_weight=0.001131746947484886 0.001486870229301729 0.001208292480508911 0.0011082702819302003 0.0010644385370980509 0.0011400932933447417 0.0017825290389708879 0.0014044830394537222 0.0015901096741948589
leaf_count=305 426 241 103 531 215 1040 942 107
internal_value=0 -0.00155001 0.00045236 -0.00205205 0.00109389 -0.00298967 0.00227987 -0.00526362
internal_weight=0 0.01043 0.00929822 0.00818995 0.00698165 0.00584156 0.00477712 0.00337264
internal_count=3910 3484 3179 3076 2835 2620 2089 1147
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=11
num_cat=0
split_feature=47 4 1 1 2 0 0 43 48 16
split_gain=1.60943e-05 5.50764e-05 7.20791e-05 7.06606e-05 4.7558e-05 6.43547e-05 9.3994e-05 5.88462e-05 4.70089e-05 3.56448e-05
threshold=0.11926500000000002 0.24280000000000004 0.11215000000000001 0.11183500000000002 0.106285 0.048265000000000009 -0.077944999999999987 -0.0037249999999999996 0.084500000000000006 -0.085924999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 9 -9
right_child=-2 3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.023876859844523153 -0.011968719692814246 -0.0026086626319866799 -0.026034077500487435 0.034532265019467927 0.019756764962447718 -0.025462693377385649 0.026319387318164501 0.024551355340732092 -0.015179702601422524 -0.0018624824224827072
leaf_weight=0.0011930031640292041 0.0010440579543925703 0.0010337747079480178 0.0011261219504656922 0.0010153421341750246 0.0011554285735039119 0.0010097735498175633 0.0012330845589621185 0.0010000909646523553 0.0010253084035606822 0.0010444581384934045
leaf_count=1363 145 185 217 330 391 138 511 240 144 246
internal_value=0 0.00103143 -0.00241125 0.0157948 0.0010611 -0.00225928 0.00200389 -0.00502966 0.00229471 0.0110578
internal_weight=0 0.0108364 0.00878727 0.00204912 0.00766115 0.00650572 0.00549595 0.00426286 0.00306986 0.00204455
internal_count=3910 3765 3250 515 3033 2642 2504 1993 630 486
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=11
num_cat=0
split_feature=484 133 484 42 16 2 52 151 1 0
split_gain=0.000106938 7.23621e-05 9.01761e-05 0.000134324 0.00012494 9.7576e-05 7.85272e-05 7.30726e-05 6.07807e-05 8.62715e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 -0.090359999999999982 -0.014099999999999998 0.085730000000000015 0.091210000000000013 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -5 9 -9
right_child=1 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.00062900791517511072 -0.00048743853088277739 -0.00045834148626662275 -0.00048324699324818075 -0.00034816709564705807 1.8911344485489822e-05 0.00040965917368015998 0.0011319940240195232 -0.00041365625175451327 0.00046274229491796975 0.00025385185446225261
leaf_weight=0.0010042948414784826 0.0012000771671417188 0.0010487619329644258 0.0010035589849632315 0.0014176509595458364 0.0010672958011854056 0.001287061162545768 0.0010512483686375943 0.0012051147795392643 0.0016545860828738193 0.0019472545797306537
leaf_count=612 329 481 341 213 266 460 64 149 271 724
internal_value=0 3.52959e-05 7.9044e-05 0.000131147 0.000208233 0.000510173 0.000734404 4.30354e-05 0.000158408 -1.32887e-06
internal_weight=0 0.0128826 0.0118338 0.0108303 0.00963021 0.00340561 0.00233831 0.00622461 0.00480696 0.00315237
internal_count=3910 3298 2817 2476 2147 790 524 1357 1144 873
is_linear=0
shrinkage=0.00196078


Tree=5414
num_leaves=10
num_cat=0
split_feature=123 48 50 1 43 3 2 4 2
split_gain=6.53213e-05 0.0001093 0.000111757 0.000128482 5.7139e-05 5.68096e-05 6.97928e-05 8.21327e-05 5.14561e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.083475000000000008 0.10498500000000001 -0.00059999999999999995 -0.11266 0.10393500000000001 0.0057500000000000008 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.00025560777167581259 0.00047339365887428191 -0.00066534294676199321 -0.00060610815365520277 9.32051478204447e-05 0.00063274489401215649 1.9165273340060608e-05 -0.00061065326157001799 0.0002862946981211834 -0.0004758538009179706
leaf_weight=0.0016286517405616823 0.00100524975080274 0.0010082328355989828 0.0010412763649878748 0.0013094500630516774 0.0017811395216096736 0.0015236302834089168 0.0010724613452197116 0.0017268648713376308 0.0017172713332705126
leaf_count=254 334 131 664 189 303 754 298 252 731
internal_value=0 -4.5677e-05 7.26609e-06 6.6627e-05 0.000404148 -6.93951e-05 -0.000157027 -5.90964e-05 -0.000243133
internal_weight=0 0.012809 0.0118007 0.0107595 0.00309059 0.00766888 0.00604023 0.00496777 0.0032409
internal_count=3910 3576 3445 2781 492 2289 2035 1737 1485
is_linear=0
shrinkage=0.00196078


Tree=5415
num_leaves=10
num_cat=0
split_feature=14 49 4 15 160 52 15 52 16
split_gain=1.61945e-05 4.18577e-05 3.52356e-05 4.77632e-05 7.04113e-05 3.29624e-05 9.30796e-05 3.56009e-05 2.17347e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.15927500000000003 0.088615000000000013 -0.026849999999999995 1.0000000180025095e-35 -0.053579999999999996 -0.07984999999999999 0.0072950000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -7
right_child=1 -3 -4 -5 5 8 -8 -9 -10
leaf_value=-0.0121234134917326 0.018389299894131048 0.019848247876774201 0.011908193136465666 -0.023559161884230281 0.01476818151944307 0.014407882099335559 -0.032357266035531802 -0.011222380257806438 -0.0062687619078495216
leaf_weight=0.0010261860317324406 0.0015011400107986577 0.0010649030106625332 0.0017336465611141718 0.0010628026938041711 0.0010078272673052025 0.0010167040191998147 0.0013609396809893589 0.0011047105823480102 0.001016841206012753
leaf_count=196 538 565 372 825 259 461 489 158 47
internal_value=0 0.00101858 -0.00102656 -0.00380495 -0.00080918 -0.00604243 -0.0119621 0.00117692 0.00406886
internal_weight=0 0.0108695 0.00980461 0.00807097 0.00700816 0.00550702 0.00347348 0.00211254 0.00203355
internal_count=3910 3714 3149 2777 1952 1414 906 417 508
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=10
num_cat=0
split_feature=0 43 42 47 4 0 48 1 0
split_gain=1.82287e-05 6.43329e-05 4.6985e-05 3.29056e-05 4.95986e-05 6.04404e-05 0.000124174 5.85876e-05 1.95117e-05
threshold=-0.017269999999999997 -0.057994999999999998 -1.0000000180025095e-35 0.087850000000000025 -0.065054999999999988 -0.15007499999999999 0.085790000000000019 0.077800000000000022 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 -7 -5
right_child=1 -3 3 8 5 7 -8 -9 -10
leaf_value=-0.018356632506608305 0.026542219752952859 -0.0064433975253517239 -0.011295595940333336 -0.019721147998034497 0.022268707045793066 0.0065716419240417273 -0.025737356221507718 0.038700906028614646 -0.00024989375009846782
leaf_weight=0.0014944265538427712 0.0010320546615003629 0.0013843878106175084 0.001448206612498293 0.0010216373274023862 0.0010660113897634996 0.0012340983382654841 0.0010895039667810913 0.0010508046380434213 0.0010370563875222987
leaf_count=1005 165 281 704 109 159 682 68 485 252
internal_value=0 0.00764465 -0.00208893 0.000970078 0.00477472 0.0100159 -0.00199593 0.0213476 -0.0099126
internal_weight=0 0.00241644 0.00944175 0.00794732 0.00588862 0.00444042 0.00215552 0.0022849 0.00205869
internal_count=3910 446 3464 2459 2098 1394 227 1167 361
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=10
num_cat=0
split_feature=159 1 151 15 42 3 4 0 15
split_gain=2.00269e-05 4.12938e-05 3.61268e-05 5.18364e-05 5.99501e-05 5.57366e-05 7.19158e-05 4.49739e-05 4.6335e-06
threshold=-1.0000000180025095e-35 0.12958500000000003 0.054740000000000004 0.088615000000000013 0.084100000000000022 -0.09113499999999998 -0.082509999999999986 -0.12329499999999999 -0.052074999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -6
right_child=1 -3 -4 -5 8 6 7 -9 -10
leaf_value=-0.012616794843696081 0.025495929100571791 0.020381195063208936 0.016791952745604414 -0.023264364750554992 -0.0099127390796351373 0.018421234435016816 0.0015041151144756671 -0.023820387162025551 -0.019521296262305747
leaf_weight=0.0011523091246595308 0.0011087749001391723 0.0010212901013922958 0.0010449437444684058 0.0010912249873809921 0.0010015120026623026 0.0014717477724427745 0.0017411157141376784 0.0011741739419956695 0.0010059872420517201
leaf_count=633 430 298 160 622 439 281 225 458 364
internal_value=0 0.00126064 -0.000765155 -0.00289979 6.18814e-05 0.0054642 0.000401403 -0.00869568 -0.0147277
internal_weight=0 0.0106608 0.00963948 0.00859454 0.00750331 0.00549581 0.00438704 0.00291529 0.0020075
internal_count=3910 3277 2979 2819 2197 1394 964 683 803
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=9
num_cat=0
split_feature=11 3 15 3 16 15 3 160
split_gain=1.80958e-05 2.57109e-05 3.56339e-05 0.000142666 4.94447e-05 3.88436e-05 8.93422e-05 4.19926e-05
threshold=0.077330000000000024 -0.10628499999999998 0.088190000000000004 -0.078669999999999976 -0.19424999999999998 -0.017214999999999998 0.086245000000000016 0.053000000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=0.013704844608463763 -0.012323309775875209 -0.037830780912192351 0.013116135749100366 -0.015261835731299956 0.018966102255469391 0.017924985243436095 -0.027783590948942661 0.0009658262872200079
leaf_weight=0.0014192618186961237 0.0010955983658158764 0.0010476120734752101 0.0015444575559450226 0.0013455989343687247 0.0014468981356269097 0.0018445061728066424 0.0010259296252720456 0.001006496856841621
leaf_count=247 279 1233 836 332 577 210 128 68
internal_value=0 0.00117151 -0.000749136 -0.00352408 0.00186471 0.00619345 -2.58355e-05 -0.0135463
internal_weight=0 0.0106808 0.0092615 0.00771704 0.00666943 0.00532383 0.00347932 0.00203243
internal_count=3910 3631 3384 2548 1315 983 773 196
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=10
num_cat=0
split_feature=1 4 16 151 15 4 16 3 42
split_gain=1.51301e-05 3.37886e-05 3.2876e-05 6.39298e-05 6.0513e-05 4.38244e-05 7.3829e-05 3.20044e-05 2.0471e-05
threshold=0.085990000000000011 -0.15796999999999997 -0.055679999999999993 -0.0088999999999999982 -0.017214999999999998 0.24280000000000004 -0.088504999999999986 -0.084129999999999996 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -5 -3 -9
right_child=2 7 4 5 -6 -7 -8 8 -10
leaf_value=0.0065813233221496056 -0.0131875351209746 -0.024656861381659585 -0.018629455996821389 -0.012502880437871134 0.011792834233454985 0.031726070636818433 0.025374847440040607 -0.013278503560603856 0.0068777284159478305
leaf_weight=0.0017933153005234171 0.0010262574028840512 0.0010700142256284458 0.001538916815963641 0.0010015980004678842 0.0011368257822876426 0.0010935966040996714 0.0010583134125186776 0.0010135894171890451 0.0010019673762345525
leaf_count=146 192 902 379 163 420 277 270 388 773
internal_value=0 -0.0043347 0.002951 0.00849172 -0.00570413 0.0155469 0.00695743 -0.010679 -0.0032585
internal_weight=0 0.00487889 0.00685551 0.00417977 0.00267574 0.00315351 0.00205991 0.00308557 0.00201556
internal_count=3910 2209 1701 902 799 710 433 2063 1161
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=12
num_cat=0
split_feature=133 13 50 48 0 1 2 13 42 1 2
split_gain=5.51533e-05 7.34629e-05 4.08345e-05 7.15201e-05 7.11739e-05 0.000110454 7.09793e-05 5.25546e-05 8.09217e-05 3.4393e-05 3.3721e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11028500000000001 -0.10575999999999998 0.10937500000000001 0.086775000000000005 -0.017604999999999999 -1.0000000180025095e-35 0.085550000000000015 0.089710000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 10 -9 -10 -6
right_child=-2 2 -4 -5 7 -7 -8 8 9 -11 -12
leaf_value=0.0005003940352769382 -0.00043878316541323464 0.00044479313218278378 -0.000378997224735261 -0.00044828438227435656 -0.00055364858290574647 0.00084326442820556067 -0.00021524533486078299 -0.00027154365663787299 0.00059456373150142659 8.8567554261902021e-05 -5.6027770844233433e-05
leaf_weight=0.0011486943759971479 0.001056083544973053 0.0011197547024709299 0.0010997935217778197 0.0011238167659950666 0.0010584895265019572 0.0010056402578141697 0.0014217335906202575 0.0014421417462986415 0.0010013427390165213 0.0010665444750054117 0.0010359752567323591
leaf_count=179 557 110 546 133 740 76 266 576 71 292 364
internal_value=0 2.78183e-05 -1.99034e-05 1.85309e-05 7.58557e-05 0.000293211 7.55611e-05 -6.17104e-05 8.49619e-05 0.000333588 -0.000307513
internal_weight=0 0.0125239 0.0113752 0.0102754 0.00915162 0.00354713 0.00254149 0.00560449 0.00351003 0.00206789 0.00209446
internal_count=3910 3353 3174 2628 2495 452 376 2043 939 363 1104
is_linear=0
shrinkage=0.00196078


Tree=5421
num_leaves=9
num_cat=0
split_feature=4 0 2 16 2 4 0 2
split_gain=1.54786e-05 3.94161e-05 4.09638e-05 9.68646e-05 5.15362e-05 4.76483e-05 6.57417e-05 4.44728e-05
threshold=-0.49269499999999994 -0.017269999999999997 0.081110000000000015 -0.012324999999999997 0.087005000000000013 0.0057500000000000008 -0.08317999999999999 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -7
right_child=1 -3 4 -5 5 7 -8 -9
leaf_value=-0.011867034622159562 0.0029704918280844886 0.016809109996373691 0.021743407875389927 -0.035477416205753239 -0.030032335266583356 0.019222155806883016 0.0046486385701839834 -0.0045906963857622364
leaf_weight=0.0010167991947259347 0.0017514605082085948 0.0013813192699441606 0.0012027505074682131 0.0010469685490741253 0.0010818539857017908 0.0014925581743975114 0.0011047281942304478 0.001652720736120539
leaf_count=192 563 268 654 316 568 331 631 387
internal_value=0 0.00104323 -0.00129017 -0.0114139 0.0030453 -0.00117259 -0.0125104 0.00670944
internal_weight=0 0.0107144 0.00933304 0.00279843 0.00653461 0.00533186 0.00218658 0.00314528
internal_count=3910 3718 3450 879 2571 1917 1199 718
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=11
num_cat=0
split_feature=484 159 160 133 1375 12 2 2 1 3
split_gain=7.08294e-05 4.47966e-05 6.04366e-05 9.43199e-05 6.47192e-05 7.38693e-05 5.78348e-05 0.000117518 5.50465e-05 0.000113751
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 -1.0000000180025095e-35 0.10595000000000002 0.10796500000000002 0.092340000000000019 0.095575000000000007 -0.082139999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00049139170379558993 -0.00041673053942769184 0.00037663885422100339 -0.00052218929056850659 -0.00035307168962824036 0.00040887478811403924 -0.0003115958125268459 -7.8099118984615846e-05 0.00080384131615359757 0.00049225571482186027 -0.00045731366748952615
leaf_weight=0.0010782010749188593 0.0012346507555930789 0.0013020462676280502 0.001014829390480222 0.001027400719214192 0.0011696837517777303 0.0010541746721069696 0.0015999951677496587 0.0015288658651609437 0.0012128702994585083 0.0011619248721368627
leaf_count=627 529 400 400 77 530 199 333 321 224 270
internal_value=0 3.27202e-05 -7.9725e-06 4.36843e-05 0.000109278 0.000170749 0.000246944 0.000349453 0.000153459 -2.27782e-05
internal_weight=0 0.0123064 0.0110044 0.00976974 0.00875492 0.00772751 0.00667334 0.00507334 0.00354448 0.00233161
internal_count=3910 3283 2883 2354 1954 1877 1678 1345 1024 800
is_linear=0
shrinkage=0.00196078


Tree=5423
num_leaves=10
num_cat=0
split_feature=1 16 47 42 4 2 2 2 1
split_gain=1.71096e-05 5.2591e-05 3.74853e-05 3.66228e-05 2.66814e-05 6.0059e-05 5.9797e-05 9.04523e-05 1.94441e-05
threshold=0.11561500000000001 -0.063614999999999991 0.09252500000000001 0.091955000000000023 0.0057500000000000008 0.097135000000000013 0.099015000000000006 0.087005000000000013 0.085650000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0041863518898503545 0.023795906535805388 -0.0067441014899641523 -0.018751641312991934 -0.017256255461889171 0.029288108091357706 -0.0027347682676323645 0.016463068765049046 -0.027560103231849722 0.015062106052000016
leaf_weight=0.0010962087249270407 0.001072282389390868 0.0011892134354928225 0.0011639063751839067 0.0010278368358494676 0.001061925125226585 0.0013059219646664839 0.0013665772102758921 0.0014313802004017185 0.0010068048811236086
leaf_count=626 315 236 271 594 200 238 348 702 380
internal_value=0 0.00773636 -0.00194564 0.000412012 0.00291037 0.0116268 -0.00130085 -0.00816929 0.00502873
internal_weight=0 0.0022615 0.00946056 0.00829665 0.00726882 0.00236785 0.00490097 0.00353439 0.00210301
internal_count=3910 551 3359 3088 2494 438 2056 1708 1006
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=12
num_cat=0
split_feature=484 48 48 0 2 43 4 16 13 12 15
split_gain=7.63208e-05 6.27428e-05 9.94468e-05 5.09005e-05 6.72459e-05 4.91018e-05 7.44618e-05 0.000105619 8.92086e-05 5.05541e-05 3.43256e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.092755000000000018 -0.10575999999999998 0.092865000000000017 -0.16369999999999998 0.070230000000000015 0.26538000000000006 -0.083514999999999992 1.0000000180025095e-35 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -5 7 8 -7 -10 -2
right_child=1 -3 -4 5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00051132027211674125 0.00018309469919902072 -0.00043116032023604421 0.00061046437288434288 0.00024815938512906391 -0.00011525267252698428 0.00035248800301182492 0.00031574883802995817 -0.00082963806322817134 -1.1520582746028704e-05 -0.00058556175985762882 0.00069416818241257712
leaf_weight=0.0010725536479287536 0.0010142618627273065 0.0010254385610625029 0.0011950947242695539 0.0013628339789191505 0.0014539415522448838 0.0010891793697870773 0.001001690686697569 0.0010215033947773705 0.001080003156218442 0.0012995989736030902 0.0010067905287516189
leaf_count=627 84 137 222 187 283 494 292 279 153 1031 121
internal_value=0 3.36199e-05 7.49742e-05 1.30212e-05 0.000206336 -8.49784e-05 -0.000167647 -0.000275482 -0.000112292 -0.000325028 0.000437687
internal_weight=0 0.0125503 0.0115249 0.0103298 0.00347499 0.00685481 0.00549198 0.00449028 0.00346878 0.0023796 0.00202105
internal_count=3910 3283 3146 2924 488 2436 2249 1957 1678 1184 205
is_linear=0
shrinkage=0.00196078


Tree=5425
num_leaves=9
num_cat=0
split_feature=11 16 47 0 4 48 52 15
split_gain=1.58392e-05 2.55781e-05 3.41378e-05 3.88001e-05 0.000105251 5.83568e-05 2.40736e-05 4.10766e-05
threshold=0.077330000000000024 -0.41862999999999995 0.09550500000000002 -0.10575999999999998 -0.0021099999999999995 0.084905000000000022 0.090300000000000005 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.011333287142917011 -0.011536187051368401 0.023936656590963827 0.016824824132413249 -0.0024053069821314862 -0.031939919122428433 -0.0049759834363466036 -0.0073762685709860545 0.024180333681083563
leaf_weight=0.0014311563909139196 0.0010936750292836533 0.0014226749504954363 0.0015025498449629049 0.0013395553041249389 0.0011201498121982756 0.0013706838846881744 0.0014104968872588907 0.0010265231545140648
leaf_count=394 279 180 306 864 578 136 551 622
internal_value=0 0.00110243 0.00303848 0.000344796 -0.0050201 0.0097494 0.00296444 0.00912887
internal_weight=0 0.0106238 0.00919263 0.00769008 0.00489673 0.00279336 0.00377658 0.00236608
internal_count=3910 3631 3237 2931 2615 316 2037 1486
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=9
num_cat=0
split_feature=43 42 16 43 4 2 1 1
split_gain=1.59986e-05 5.03327e-05 4.66781e-05 9.06291e-05 3.58029e-05 5.56535e-05 5.13665e-05 5.62876e-05
threshold=-0.062599999999999989 0.08221500000000001 0.22945500000000005 -0.093039999999999984 -0.34687499999999999 0.11230000000000001 0.095575000000000007 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.01888093360588454 -0.015270058336702844 -0.023363937177571806 0.021545687461541785 0.016697237049105029 0.015229095480704802 -0.012127918434623778 0.029572749576280279 -0.013408808649844596
leaf_weight=0.0015032205637260407 0.0011893792034457975 0.0010272112459406508 0.0012007869692793102 0.0013671479685970754 0.0016614130328596035 0.0015463598565332321 0.0010199490462432731 0.0011694029535368735
leaf_count=497 213 766 275 990 542 281 195 151
internal_value=0 -0.00277545 0.00499052 -0.00193516 0.000435466 0.00389654 0.0103315 0.00339885
internal_weight=0 0.00761372 0.00407116 0.00287037 0.0065865 0.00539712 0.00385077 0.00283082
internal_count=3910 2148 1762 1487 1382 1169 888 693
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=11
num_cat=0
split_feature=133 13 50 48 0 1 16 16 43 12
split_gain=5.65315e-05 7.30367e-05 6.27408e-05 9.04847e-05 7.14615e-05 6.50121e-05 6.28271e-05 5.29767e-05 6.25018e-05 3.99281e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11028500000000001 -0.10575999999999998 0.10727500000000002 -0.094359999999999986 0.24895000000000003 -0.00059999999999999995 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -6 -10
right_child=-2 2 -4 -5 7 -7 -8 -9 9 -11
leaf_value=0.00049463358093715696 -0.00044629811684779677 -0.0001469126282208657 -0.00046814708583706931 -0.00050680917928860164 -0.00042831054605157353 0.00070523241741744618 0.00049027205301965023 0.00025902313933466397 -0.00019615808656150565 0.0003388697737599842
leaf_weight=0.0011651159104574442 0.001051069740264394 0.0013686146227171248 0.0010899823328074784 0.0010910099215764866 0.0018711581045396421 0.0010983622581371738 0.0010524481822563401 0.0015637449288367564 0.0011118466925522045 0.0010359245706294149
leaf_count=179 557 208 546 133 1206 91 153 411 178 248
internal_value=0 2.72469e-05 -2.10165e-05 2.67966e-05 9.07565e-05 0.000309573 0.000130075 -4.71897e-05 -0.000166336 6.18994e-05
internal_weight=0 0.0124482 0.0112831 0.0101931 0.0091021 0.00351943 0.00242106 0.00558267 0.00401893 0.00214777
internal_count=3910 3353 3174 2628 2495 452 361 2043 1632 426
is_linear=0
shrinkage=0.00196078


Tree=5428
num_leaves=12
num_cat=0
split_feature=484 43 160 40 160 42 52 48 13 2 2
split_gain=0.00015371 7.14497e-05 0.0001168 0.000112414 8.86334e-05 7.82483e-05 7.16387e-05 8.02981e-05 7.34876e-05 0.000106928 8.33554e-05
threshold=-0.0043499999999999988 0.16180500000000003 -0.083654999999999993 -0.034699999999999988 0.098455000000000015 -1.0000000180025095e-35 0.096170000000000019 0.092065000000000022 -0.091849999999999987 0.090905000000000014 0.081615000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 10 -10
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00074354163971022133 -0.00047183813271348525 -0.0004583317660245182 0.00072735661183391683 -0.00025971046111727264 -0.0004647398805271901 0.00073067521585370803 0.00066221148708371473 -0.00027994771660461192 4.7497068666787571e-05 -0.000398481365609345 0.00077557887724021674
leaf_weight=0.0010356849424895441 0.0013014731434336955 0.0010159335803468462 0.0011573959182569942 0.0015110357561518581 0.0010240069792603864 0.0010163507260815075 0.0012287749048570107 0.0013407316259946844 0.0014432916765057435 0.001031891624168143 0.0010403013053728464
leaf_count=612 590 252 313 663 149 218 157 156 283 318 199
internal_value=0 4.11089e-05 8.30591e-05 0.000149967 8.0618e-05 0.000145461 0.000231674 0.000141588 0.000266298 0.000132044 0.000352468
internal_weight=0 0.0131112 0.0120953 0.0107938 0.00963638 0.00861238 0.00710134 0.00587257 0.00453184 0.00351548 0.00248359
internal_count=3910 3298 3046 2456 2143 1994 1331 1174 1018 800 482
is_linear=0
shrinkage=0.00196078


Tree=5429
num_leaves=9
num_cat=0
split_feature=43 12 12 16 133 16 52 2
split_gain=1.58704e-05 4.55481e-05 6.10328e-05 5.18893e-05 4.52384e-05 5.36503e-05 4.8005e-05 3.98116e-05
threshold=-0.15648499999999999 0.092365000000000017 0.10333000000000002 0.081265000000000018 0.065880000000000008 -0.19424999999999998 1.0000000180025095e-35 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.0087023254664120985 -0.014570879507973786 -0.0296952820298324 0.0033029810359227192 -0.019120284477659646 0.023872571224546543 -0.0088803248313764661 0.025187810809751212 0.014452241547424952
leaf_weight=0.001749241052870598 0.00150437419459721 0.0011895316953758265 0.001059960687725047 0.0010089911847241863 0.0010874957251463882 0.0017429858983728087 0.0011174457380387823 0.0012598682267148534
leaf_count=314 298 683 326 330 704 455 576 224
internal_value=0 -0.00162454 -0.0141465 0.00202362 0.00520203 0.0015922 0.00749354 0.000909015
internal_weight=0 0.00997065 0.00224949 0.00772116 0.00671217 0.00562467 0.0041203 0.00300285
internal_count=3910 3596 1009 2587 2257 1553 1255 679
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=10
num_cat=0
split_feature=159 1 484 2 151 4 13 2 16
split_gain=1.63549e-05 3.17073e-05 3.18434e-05 3.94392e-05 5.80653e-05 8.46873e-05 6.24422e-05 6.44999e-05 4.22266e-05
threshold=-0.030694999999999997 0.12864500000000004 0.084225000000000008 0.086545000000000025 -0.0088999999999999982 0.15045000000000003 -0.077944999999999987 0.097135000000000013 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -6 -8 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.012291431337595766 -0.028185807847864577 0.017989113822939915 0.015651493513026832 -0.015408320176307881 -0.018139213923274024 0.032656503054435244 0.027551461040381833 -0.0075896159127855876 -0.002968868811550552
leaf_weight=0.0010019678493700642 0.0010565181968858325 0.0010036367074537566 0.0010623682495749945 0.0014323564249107594 0.0012081296935218312 0.0010424620354919029 0.0010712974795071134 0.0010192411561635701 0.0017876161391663084
leaf_count=531 304 302 337 317 297 184 376 399 863
internal_value=0 0.00107031 -0.000683861 -0.00269766 0.00205051 0.00781105 -4.07319e-05 0.0104184 -0.0123363
internal_weight=0 0.0106836 0.00967999 0.00861762 0.00577349 0.00434113 0.00329867 0.00209054 0.00284413
internal_count=3910 3379 3077 2740 1573 1256 1072 775 1167
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 51 47 16 48 42
split_gain=0.000164548 0.000121378 0.000116318 0.000131088 0.000156578 8.08298e-05 5.62693e-05 8.46207e-05 0.000118217 7.39368e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.066709999999999978 0.09550500000000002 -0.083564999999999987 0.087945000000000009 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 9 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00076622508409868162 -3.007216284414141e-05 -0.00060695169740563736 -0.00052005271943866339 0.00051709772243727168 0.001036935407531531 -0.00012072808796578219 0.00032918990039918259 -0.00057546082056198866 -0.00054156502813821001 0.00058769126596492521
leaf_weight=0.0010265096419788599 0.0018279726996823708 0.0010011193802088115 0.0010497709471591283 0.0015280412393501304 0.0011887949349757552 0.0015274914822944333 0.0014953814829025708 0.0011370150202084147 0.0010444122997126295 0.0012571082776817507
leaf_count=612 474 472 341 404 91 413 144 495 121 343
internal_value=0 4.90945e-05 0.000103572 0.000163053 0.000433152 0.000198242 -6.48337e-06 -0.000101795 2.86242e-05 0.000221654
internal_weight=0 0.0130571 0.012056 0.0110062 0.00424433 0.00305553 0.00676189 0.00526651 0.00412949 0.00308508
internal_count=3910 3298 2826 2485 908 817 1577 1433 938 817
is_linear=0
shrinkage=0.00196078


Tree=5432
num_leaves=11
num_cat=0
split_feature=484 3 3 43 52 0 2 15 4 1
split_gain=7.61948e-05 3.56512e-05 4.73272e-05 3.5874e-05 6.33765e-05 8.09328e-05 6.94195e-05 5.90201e-05 3.68016e-05 2.91253e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -0.084129999999999996 -0.074254999999999988 0.11262000000000001 -0.10071499999999999 0.093070000000000014 -0.052074999999999989 0.0066400000000000009 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 7 5 6 8 -4 -5 -2
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00050597034282069697 5.2708591431468445e-06 -0.00041191938582898916 0.00059852670114437568 -4.1396610650583928e-06 0.00039386201338109721 -0.00047577580420642379 -0.00028802125266700533 -2.6495076205566583e-05 0.00051193650806945505 0.0004328678042806245
leaf_weight=0.0010764170247931264 0.0010814845022866964 0.0010339362291166459 0.0010044426439756939 0.001022296915684979 0.0010589288353212252 0.0017601217716289395 0.0014879223539463089 0.0013773811673940587 0.00110599277644189 0.0014120926982349249
leaf_count=627 132 710 414 77 249 837 225 251 70 318
internal_value=0 3.79765e-05 -1.50386e-05 3.15017e-05 -4.45885e-05 -0.000130946 3.6893e-05 0.000237084 0.000264046 0.000247416
internal_weight=0 0.0123446 0.00985102 0.00881709 0.00643526 0.00537633 0.00361621 0.00238182 0.00212829 0.00249358
internal_count=3910 3283 2833 2123 1458 1209 372 665 147 450
is_linear=0
shrinkage=0.00196078


Tree=5433
num_leaves=8
num_cat=0
split_feature=1 4 150 1 15 3 13
split_gain=1.74791e-05 4.56356e-05 3.57124e-05 3.25446e-05 2.98214e-05 2.75207e-05 1.88585e-05
threshold=0.085990000000000011 -0.15796999999999997 0.077110000000000012 0.10561500000000001 -1.0000000180025095e-35 0.11265500000000002 -0.014114999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -5 -6
right_child=2 4 -4 5 6 -7 -8
leaf_value=0.0080499490445830671 -0.011324038946978032 -0.025664099073732596 0.01622181244545608 0.013008467113272696 -0.01470973932486302 -0.0053150791405721827 0.0045449866647159507
leaf_weight=0.0017914004779953667 0.0018860292254746385 0.0010540612207617043 0.0016074944628934815 0.0019005540073148248 0.001002590171208764 0.001441261169085783 0.0010325147999746226
leaf_count=146 706 1021 348 454 592 193 450
internal_value=0 -0.00464821 0.00318666 -0.000821484 -0.0120119 0.00510587 -0.00494081
internal_weight=0 0.00488057 0.00683534 0.00522784 0.00308917 0.00334182 0.0020351
internal_count=3910 2209 1701 1353 2063 647 1042
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=9
num_cat=0
split_feature=47 47 43 16 16 16 48 1
split_gain=1.80432e-05 5.06839e-05 3.67325e-05 5.68865e-05 5.05255e-05 8.44525e-05 0.000129035 0.000131275
threshold=0.11926500000000002 0.09550500000000002 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 -0.08286499999999998 0.084905000000000022 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.01539595797334194 -0.012819603005225553 0.021041032556101274 -0.0020523280503089987 -0.021668608320152771 0.016089891680963544 -0.023820029813588758 -0.023731052818825052 0.043703146663902341
leaf_weight=0.0011646321251152251 0.001013789780221981 0.0011428148412571245 0.0015849390215788794 0.0014368478290982924 0.0015519860222630751 0.001580368455347498 0.0011833075625841292 0.0010374984346355428
leaf_count=247 145 244 595 450 624 1005 197 403
internal_value=0 0.00113991 -0.00124419 -0.00355819 0.000192396 -0.0043884 0.00368075 0.0160496
internal_weight=0 0.0106824 0.00953958 0.00837495 0.0069381 0.00538611 0.00380575 0.00262244
internal_count=3910 3765 3521 3274 2824 2200 1195 998
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=9
num_cat=0
split_feature=42 475 43 42 0 2 0 150
split_gain=1.8039e-05 4.02997e-05 4.00522e-05 5.69219e-05 4.65952e-05 3.15947e-05 5.48065e-05 2.67599e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.08221500000000001 -0.070894999999999986 0.085005000000000011 -0.14136999999999997 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.0089093439210324657 -0.016903993331867019 0.0029783248545749309 0.019319517401995424 -0.021370113744294386 0.030485735327105214 -0.021127590069350752 0.01272893418261559 0.001019863615291121
leaf_weight=0.0019234490636333172 0.0010408135835777267 0.0014685182016490174 0.0010624497278576882 0.0010724415691281131 0.0010605154812400248 0.001162701067427746 0.0018245000928534703 0.0010278172375307038
leaf_count=1060 555 610 160 844 227 140 229 85
internal_value=0 0.00168989 0.00391974 -0.000436605 0.0145132 0.00398488 -7.29502e-05 -0.0107357
internal_weight=0 0.00971976 0.00867894 0.00614991 0.00252903 0.00507747 0.00401502 0.00219052
internal_count=3910 2850 2295 1458 837 614 454 225
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=10
num_cat=0
split_feature=151 4 457 0 2 133 43 4 42
split_gain=1.6314e-05 4.18649e-05 3.64857e-05 5.51919e-05 3.63092e-05 6.76322e-05 8.70592e-05 8.23785e-05 5.89008e-05
threshold=-0.088294999999999985 0.40359500000000004 0.088020000000000001 -0.13506999999999997 0.11290500000000002 0.087550000000000017 -0.074254999999999988 -0.078484999999999985 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.01151859170535461 -0.022642134264764038 0.017580597133001263 0.014424773586702104 -0.002366559287821745 0.015571302116536387 -0.028132967038489422 -0.034399199152038956 0.0020387928623568433 0.030226416422233306
leaf_weight=0.0011024036710194371 0.0015431182397683315 0.0010595664821319599 0.0010258381327668377 0.0010579452144674731 0.0010325519058174805 0.0010223980438148501 0.0010196674908681629 0.0015847142694093779 0.0011650706185017275
leaf_count=299 305 357 101 360 318 683 650 532 305
internal_value=0 -0.00126838 -0.0033815 -0.00554949 -0.00171708 -0.00476866 0.000179678 -0.0122274 0.0147152
internal_weight=0 0.0105109 0.0094513 0.00842547 0.00688235 0.0058498 0.0048274 0.00260438 0.00222302
internal_count=3910 3611 3254 3153 2848 2530 1847 1182 665
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 0 4 42
split_gain=1.74936e-05 3.87142e-05 7.08991e-05 5.74434e-05 4.24907e-05 7.00676e-05 7.00978e-05 2.35456e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.01086885267950987 0.014507509735632963 0.015381559394672737 -0.027662114389195681 0.018720141368417372 -0.022298668743358882 -0.0075043330314347317 -0.026356186624449829 0.013230833334593049
leaf_weight=0.0013019775750360797 0.0019700895562825686 0.001207802799871374 0.0010849117754784142 0.0013109330181619184 0.0010837526868367033 0.001168348395328113 0.0014088476268462758 0.0010308077883131779
leaf_count=196 321 424 144 214 156 621 1401 433
internal_value=0 -0.00143573 -0.00367824 -0.000414583 -0.00417996 -0.000659721 -0.00894153 0.00221484
internal_weight=0 0.0102655 0.00905769 0.00797278 0.00666185 0.00557809 0.003608 0.00219916
internal_count=3910 3714 3290 3146 2932 2776 2455 1054
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=11
num_cat=0
split_feature=484 42 15 12 49 1 4 4 49 13
split_gain=0.000147317 7.14458e-05 7.48262e-05 0.000101519 5.13432e-05 5.75633e-05 0.000124467 0.000119644 4.8118e-05 3.1275e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 7 -6 -2 -3
right_child=1 9 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00072662528615103034 0.00021370828672552492 -0.00052997720282428726 -0.00062224926271611401 0.00013348926490482465 7.8733355961534913e-05 0.00060631576540756454 -0.00018966348355149002 0.00097041971290280074 -0.0003705638657971515 -4.9720045821744604e-05
leaf_weight=0.00103576300390035 0.001171258116912835 0.0010479317004568809 0.0011384391550305017 0.0017096522623162402 0.0012827220464622286 0.001651072146766794 0.0019543698520712808 0.0010538285181050972 0.0010085719843704165 0.0010374258318178212
leaf_count=612 224 492 391 611 164 260 368 358 216 214
internal_value=0 4.16293e-05 0.000104872 -0.000168595 0.00020077 0.000295195 0.000175481 0.000480901 -5.66249e-05 -0.000291058
internal_weight=0 0.0130553 0.0109699 0.00284809 0.00812182 0.00594199 0.00429092 0.00233655 0.00217983 0.00208536
internal_count=3910 3298 2592 1002 1590 1150 890 522 440 706
is_linear=0
shrinkage=0.00196078


Tree=5439
num_leaves=9
num_cat=0
split_feature=47 16 52 2 16 0 0 2
split_gain=1.58559e-05 4.46588e-05 5.01664e-05 4.25728e-05 6.71901e-05 7.21324e-05 6.89059e-05 6.55762e-05
threshold=0.11926500000000002 -0.49150499999999991 0.11401500000000002 0.106285 0.15737500000000001 -0.077944999999999987 -0.10131499999999999 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.017634382590578972 -0.012027308321915007 0.02080981106126182 -0.021898653883907646 0.014992197832785645 -0.022745518746475086 0.024568337708554811 -0.022539878655748528 -0.011302323767092767
leaf_weight=0.0014125385170300564 0.0010104271692448702 0.001349020806510818 0.001062471920885987 0.0017557438715252848 0.0013130899599110334 0.0011567368124892857 0.0013102030572277241 0.0012030426857581968
leaf_count=310 145 107 531 537 303 420 1380 177
internal_value=0 0.00108504 -0.0014697 0.00121399 -0.0026064 0.00266248 -0.00389826 0.00567215
internal_weight=0 0.0105628 0.00915031 0.00808784 0.00633209 0.005019 0.00386227 0.00255206
internal_count=3910 3765 3455 2924 2387 2084 1664 284
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 13 3
split_gain=1.66239e-05 3.21455e-05 8.2489e-05 4.62789e-05 4.79543e-05 4.01616e-05 4.81577e-05 4.89237e-05
threshold=0.077330000000000024 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.088669999999999985 -0.083924999999999986 -0.074679999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.013794417847011615 -0.011974094920475914 -0.0063308931300112559 0.026555566332064941 0.014906972408012101 -0.024927526086389963 0.0084986834488472232 -0.031979632470158108 -0.0034652553088084775
leaf_weight=0.0012348023940331682 0.0010622202954867913 0.0015555655384238004 0.0014964372636213788 0.0012788791439146841 0.0010993043466273958 0.0013174154811566841 0.0010192804963523392 0.0014687989379112696
leaf_count=327 279 115 594 421 230 681 866 397
internal_value=0 0.00115521 0.00979377 -0.00239874 -0.00600352 -0.00187614 -0.0069609 -0.0151466
internal_weight=0 0.0104705 0.003052 0.00741848 0.0061396 0.0050403 0.00380549 0.00248808
internal_count=3910 3631 709 2922 2501 2271 1944 1263
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=10
num_cat=0
split_feature=484 133 15 42 52 42 3 15 47
split_gain=6.77871e-05 6.72998e-05 8.34801e-05 0.000182775 0.000104997 0.00010949 7.0324e-05 8.36956e-05 4.37518e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.096170000000000019 0.085775000000000004 -0.080534999999999982 -0.038029999999999987 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0004848674498206698 0.00061242088102331097 -0.00045393010625287766 -0.00062274396139641553 0.0003701412298683759 0.00058211791619756145 -0.00040713497940604229 9.7824904462742403e-05 0.00053704883293168547 -0.00039031765580465922
leaf_weight=0.0010758249388349494 0.0011762872621307241 0.0010224407820436611 0.001730083300391959 0.0012122977402071466 0.0018542787754859237 0.0015231957706807984 0.0016916228665546547 0.0010636742530921485 0.0012115029509478514
leaf_count=627 407 480 609 416 312 451 357 157 94
internal_value=0 2.80895e-05 7.10834e-05 -0.000213663 0.000169414 5.46172e-05 0.000191371 6.65163e-05 -0.000105882
internal_weight=0 0.0124854 0.0114629 0.00294238 0.00852056 0.00666628 0.00514309 0.0039668 0.00290313
internal_count=3910 3283 2803 1025 1778 1466 1015 608 451
is_linear=0
shrinkage=0.00196078


Tree=5442
num_leaves=9
num_cat=0
split_feature=12 13 159 16 43 3 4 16
split_gain=1.54291e-05 2.92249e-05 3.18335e-05 3.51102e-05 4.88244e-05 4.10712e-05 4.69959e-05 7.08207e-05
threshold=0.10700500000000002 -0.17606499999999997 0.082325000000000023 0.24895000000000003 -0.092084999999999986 -0.082304999999999975 0.0057500000000000008 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=0.017066260019205363 -0.011329313322990236 -0.021700627148309139 -0.01631112519553965 0.016712996429001654 0.016940361556267387 -0.014375118209068369 -0.011772226351262167 0.021232342805629564
leaf_weight=0.001036092622468481 0.0010991468133260017 0.0010016643801622586 0.0011378698287956056 0.0012859386124894857 0.001429471386994275 0.0019214261753337306 0.0011931264987909006 0.0014286169813636303
leaf_count=206 355 344 496 385 861 887 198 178
internal_value=0 0.00112702 -0.000630194 0.0015299 -0.0012696 0.00215686 -0.00249465 0.00621233
internal_weight=0 0.0104342 0.00939811 0.00826024 0.00697431 0.00597264 0.00454317 0.00262174
internal_count=3910 3555 3349 2853 2468 2124 1263 376
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=9
num_cat=0
split_feature=47 16 15 15 4 16 4 12
split_gain=1.61628e-05 4.21007e-05 4.84556e-05 6.61192e-05 4.91201e-05 5.11829e-05 5.99378e-05 3.75863e-05
threshold=0.11926500000000002 -0.49150499999999991 -0.11739999999999999 -0.096369999999999983 -0.0021099999999999995 -0.008069999999999999 -0.48072499999999996 0.086765000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.017175690516189748 -0.012175531490215476 -0.021414816056561078 0.0230179604847826 -0.022677830311982453 -0.016350635211883964 -0.0081816893997783101 0.022199072946169605 0.0039379966159808584
leaf_weight=0.0014110768524542424 0.001003998561594205 0.0010665708213054058 0.0011907190401668514 0.0010373416126105569 0.0018658896781438717 0.0010045316800489921 0.0018367987463801738 0.0010860935204658826
leaf_count=310 145 418 155 555 543 204 670 910
internal_value=0 0.00110525 -0.00138999 0.00127263 -0.00251801 0.00268066 0.0114582 -0.00906438
internal_weight=0 0.010499 0.00908795 0.00802137 0.00683066 0.00496477 0.00284133 0.00212344
internal_count=3910 3765 3455 3037 2882 2339 874 1465
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=9
num_cat=0
split_feature=49 52 13 2 47 15 2 2
split_gain=1.41344e-05 3.44021e-05 5.50001e-05 6.08393e-05 4.3909e-05 4.15844e-05 4.77887e-05 3.57092e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.10045500000000002 0.09252500000000001 -0.096369999999999983 0.088210000000000025 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -8
right_child=-2 -3 4 -5 -6 6 7 -9
leaf_value=-0.0021569789475204926 0.010269706536258505 -0.017227963178249657 0.018772855529476624 0.032184274451382118 -0.019530405084012659 -0.015311083355120096 0.017625491869864906 -0.0055553535951491755
leaf_weight=0.0010205114253524963 0.0011899023552274486 0.0011904018973485876 0.0010211950234397197 0.0010432742388189632 0.0013560327625735365 0.0019745984702138997 0.0012401717259289148 0.0014317226430915597
leaf_count=210 378 566 311 156 212 1176 448 453
internal_value=0 -0.00124285 0.000851097 0.015203 -0.00336594 0.000501512 -0.00351412 0.00520414
internal_weight=0 0.0102779 0.00908751 0.00206379 0.00702372 0.00566769 0.00464649 0.00267189
internal_count=3910 3532 2966 366 2600 2388 2077 901
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=10
num_cat=0
split_feature=11 16 457 151 16 15 15 16 12
split_gain=1.44376e-05 2.83588e-05 2.76629e-05 5.78207e-05 4.5158e-05 6.03464e-05 5.32264e-05 4.79233e-05 6.14675e-05
threshold=0.077330000000000024 -0.41862999999999995 0.085230000000000014 -0.0068399999999999989 -0.15168999999999996 -0.075094999999999981 0.085285000000000014 0.022165000000000004 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -9
right_child=-2 2 -4 4 5 6 -8 8 -10
leaf_value=-0.012161334734878224 -0.01118100675805705 0.027559150420032166 -0.011431227272943162 0.01921240230300722 -0.022945544326971185 0.027191324699904547 -0.015951359451766414 -0.015741783493358533 0.016626289777151769
leaf_weight=0.0013973767084434164 0.0010562211869767227 0.0010130563513380403 0.0011361383217919031 0.0012414010516429543 0.0010931509605755464 0.0010490220062659233 0.0010929774380665294 0.0011015716644919619 0.0012552220174982818
leaf_count=394 279 400 183 154 650 431 1037 194 188
internal_value=0 0.00109092 0.00315252 0.00526421 0.00195895 -0.00187129 0.00324949 0.00941134 0.00149737
internal_weight=0 0.0103799 0.00898254 0.0078464 0.00683335 0.00559194 0.00449879 0.00340582 0.00235679
internal_count=3910 3631 3237 3054 2654 2500 1850 813 382
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=8
num_cat=0
split_feature=1 0 12 1 12 16 51
split_gain=1.62259e-05 3.87177e-05 5.83786e-05 2.97811e-05 7.61695e-05 6.30199e-05 5.88933e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.092550000000000007 -1.0000000180025095e-35 -0.072804999999999981 -0.024374999999999997
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=-0.017544078098978923 0.014915846747733713 -0.014583956788801245 0.012897970119395802 0.02367382380140726 0.0058306106282871974 -0.0024497055370316175 -0.036535667665955326
leaf_weight=0.0015387500012877487 0.0016254581500505464 0.0013002833059417959 0.0019060063731060717 0.0010246425414459186 0.0019754107957470797 0.0010275184376318243 0.0010004087644731002
leaf_count=747 415 784 678 415 354 234 283
internal_value=0 -0.00450483 0.00175291 0.00314911 -0.000654868 -0.00688172 -0.0192649
internal_weight=0 0.00474504 0.00320629 0.00665344 0.00502798 0.00400334 0.00202793
internal_count=3910 2209 1462 1701 1286 871 517
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=10
num_cat=0
split_feature=484 4 12 47 1 1 2 2 1
split_gain=7.11721e-05 6.03573e-05 6.28772e-05 6.40108e-05 7.89693e-05 6.6397e-05 5.09547e-05 5.35763e-05 4.54686e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.09112000000000002 0.076710000000000014 0.092340000000000019 0.10393500000000001 0.10915500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 -6
right_child=1 -3 3 -5 8 -7 7 -9 -10
leaf_value=-0.00050158779331863665 -0.00046701120973528527 0.00039201481870692652 -0.00030112770908852368 0.00041820726909016836 -0.00066123539180923667 0.00038741769894896851 0.00045606621722709198 -0.00017148874160389737 -7.2877388252892537e-05
leaf_weight=0.0010248308002181435 0.0010740867426818788 0.0015938460419791097 0.0018378451761839163 0.0014135640400592788 0.0010167536095612873 0.001851960705454017 0.001059710287526985 0.0010327673912174091 0.0010033208025255203
leaf_count=627 276 447 928 200 355 384 301 235 157
internal_value=0 3.69558e-05 -1.80403e-05 3.42859e-05 -3.52697e-05 8.13254e-05 -6.29048e-05 0.000146329 -0.000369013
internal_weight=0 0.0118839 0.01029 0.00921592 0.00780236 0.00578228 0.00393032 0.00209248 0.00202007
internal_count=3910 3283 2836 2560 2360 1848 1464 536 512
is_linear=0
shrinkage=0.00196078


Tree=5448
num_leaves=11
num_cat=0
split_feature=133 48 48 51 3 2 2 43 52 1
split_gain=7.64716e-05 8.05582e-05 8.04105e-05 7.72716e-05 0.000128601 7.63854e-05 4.91498e-05 0.000113025 0.000101796 5.07459e-05
threshold=0.10599500000000002 0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11476000000000001 0.10393500000000001 0.092175000000000021 -0.0037249999999999996 -0.088779999999999984 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 9 -10 -11
leaf_value=0.00014720020086853762 -0.00052554674328176079 -0.00049005844454373432 0.00059571092434452209 -0.0004717899746198647 0.0006566880345619966 -0.00049836166671649203 0.00041931801877740168 -5.2176192840794199e-05 -0.00064714604996080646 0.00044240076751635323
leaf_weight=0.0010581757922390723 0.0010232487812273173 0.0010429463773356474 0.0010522619455392351 0.0010715258764970722 0.0012992142490912918 0.0010606040729972295 0.0012464285217043463 0.001387507068466828 0.0014987475965304886 0.0018760931690694814
leaf_count=265 557 135 221 324 164 477 301 308 934 224
internal_value=0 3.18349e-05 7.89588e-05 2.71638e-05 8.38791e-05 -7.68609e-06 6.59542e-05 -9.71642e-06 -0.000318408 0.000232133
internal_weight=0 0.0125935 0.0115506 0.0104983 0.00942677 0.00812756 0.00706695 0.00582052 0.00255692 0.0032636
internal_count=3910 3353 3218 2997 2673 2509 2032 1731 1199 532
is_linear=0
shrinkage=0.00196078


Tree=5449
num_leaves=9
num_cat=0
split_feature=12 156 42 2 4 0 42 49
split_gain=1.49089e-05 2.59394e-05 3.26222e-05 3.492e-05 5.9822e-05 4.26516e-05 5.43596e-05 3.52631e-05
threshold=0.10700500000000002 0.086130000000000012 -0.090359999999999982 0.086650000000000019 -0.0010999999999999996 -0.14136999999999997 0.086700000000000013 -0.0061499999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -5
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=-0.014227432894589959 -0.011132305538606675 -0.013993429167778194 0.010641610585879861 0.010925035078179407 -0.019374247088022385 0.027564219851799677 0.0018702070727691989 -0.013878848686789022
leaf_weight=0.0010050390934154127 0.001096954697314312 0.0010220873606054939 0.0013069395220227239 0.0011708939935874572 0.0013496964676981465 0.0019079713282055238 0.00144853144989132 0.0011227850578690995
leaf_count=362 355 491 903 135 316 636 536 176
internal_value=0 0.00112898 0.00278885 0.00484764 -0.00460786 0.00929349 0.0164757 -0.00121678
internal_weight=0 0.0103339 0.00931186 0.00830682 0.00265664 0.00565018 0.0033565 0.00229368
internal_count=3910 3555 3064 2702 1219 1483 1172 311
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=10
num_cat=0
split_feature=484 159 160 12 133 16 52 43 1
split_gain=5.54303e-05 4.31987e-05 5.10022e-05 5.73944e-05 5.91641e-05 8.93407e-05 5.87669e-05 8.47611e-05 9.92778e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.10673000000000001 -0.0056849999999999991 -0.38486499999999996 0.096170000000000019 -0.089949999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=-0.00045119417175308417 -0.00039265209800654592 0.00036834281960648361 -0.00028380046082746539 -0.00039469008419400496 -0.00028290726760015562 -0.00028496111764062594 0.00070359983666617673 0.00074377379016432512 5.6838896789352393e-05
leaf_weight=0.0010080548470428339 0.001207431654326325 0.0012773238329272093 0.0013517968072285997 0.0010551395786799001 0.001369991892895178 0.0011263218679586832 0.0010118237436439878 0.0013653641032305591 0.0019845907942044891
leaf_count=627 529 400 692 236 241 264 135 299 487
internal_value=0 2.79157e-05 -1.36061e-05 3.57917e-05 9.11174e-05 0.000165017 0.000276833 0.000180366 0.000336818
internal_weight=0 0.0117498 0.0104725 0.00926503 0.00820989 0.00685809 0.0054881 0.00447628 0.00334995
internal_count=3910 3283 2883 2354 2118 1426 1185 1050 786
is_linear=0
shrinkage=0.00196078


Tree=5451
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 151 1 12 16
split_gain=8.06018e-05 5.61536e-05 8.06147e-05 0.000120517 9.08513e-05 8.8336e-05 7.3783e-05 7.8529e-05 5.82693e-05 3.65961e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.096614999999999993 -0.044604999999999992 0.10113500000000002 0.088375000000000023 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 9 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00052931548279380963 -0.00053611212522853505 -0.00040839372735602676 0.00058065667740327229 0.00081719718241114671 0.00021408092257151873 -0.00053127505022344975 -0.00023474387849364893 0.00034018364905903328 -0.00054784712742209866 0.00022882955883582839
leaf_weight=0.0010720441227338269 0.0010812550021717078 0.0010245917174380248 0.0010178114406944505 0.0011581251941003472 0.0013841960967760217 0.0010948603642471778 0.0012564921614929769 0.0019561067346633909 0.0010079695110184802 0.0013670566219641138
leaf_count=627 213 480 341 117 401 238 198 344 531 420
internal_value=0 3.11824e-05 7.09555e-05 0.000268974 8.74088e-05 -0.000115101 -6.7265e-05 2.3461e-05 -0.000147141 6.81105e-06
internal_weight=0 0.0123485 0.0113239 0.00465499 0.00349687 0.00247906 0.00666888 0.00558763 0.00363152 0.00262355
internal_count=3910 3283 2803 1097 980 639 1706 1493 1149 618
is_linear=0
shrinkage=0.00196078


Tree=5452
num_leaves=10
num_cat=0
split_feature=484 52 52 47 48 0 16 0 42
split_gain=6.41937e-05 3.98592e-05 5.7001e-05 3.30847e-05 6.5383e-05 9.26374e-05 6.97591e-05 0.000105072 6.12672e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.088035000000000016 -0.14733499999999997 -0.083144999999999983 -0.066689999999999985 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 8 -8 -7
right_child=1 3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00048672360999170016 -0.00013376351624273762 0.00049812486777050147 0.0004508612275785079 0.00022478238760736719 -0.00047816433516127406 -0.00019569706007648748 -0.00081275129293008808 -7.9366442574412359e-06 0.00045252086189696448
leaf_weight=0.001001504015209472 0.0010126576803550641 0.001155078115235084 0.0017479564753716823 0.0015721138721361732 0.0013514752211943228 0.0011070230924778079 0.0010630620046698069 0.0015089061879959731 0.0011357035936138335
leaf_count=627 379 178 430 198 203 454 847 193 401
internal_value=0 3.05875e-05 0.000236407 -3.33016e-05 -8.87207e-05 -5.5599e-07 -0.000120193 -0.000340588 0.000132557
internal_weight=0 0.011654 0.00276061 0.00889336 0.00732125 0.00596977 0.00481469 0.00257197 0.00224273
internal_count=3910 3283 809 2474 2276 2073 1895 1040 855
is_linear=0
shrinkage=0.00196078


Tree=5453
num_leaves=9
num_cat=0
split_feature=1 0 15 2 15 13 15 15
split_gain=1.81313e-05 6.00614e-05 3.71476e-05 2.92491e-05 4.05839e-05 3.83936e-05 7.49728e-05 4.34797e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.11462500000000002 0.035895000000000003 -0.014114999999999997 -0.038029999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 -7
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.025479087058035352 -0.012000275433777826 -0.0068019212846981416 0.016247776996865814 0.014732314997260385 -0.018280936380360765 0.010579395000319724 0.031515058678167861 -0.016021922621449143
leaf_weight=0.0010931738832644176 0.0011983370017352025 0.0018442794692629058 0.0011261360605322713 0.0016239971381124081 0.0010462789584315749 0.0014675985382088161 0.001024646983573249 0.00105695852305387
leaf_count=630 452 579 799 413 496 131 238 172
internal_value=0 -0.00543867 0.00193662 0.00287167 -0.000452849 0.00347616 0.00870156 -0.000557802
internal_weight=0 0.00406359 0.00297042 0.00741782 0.00579382 0.00474754 0.0035492 0.00252456
internal_count=3910 2008 1378 1902 1489 993 541 303
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=9
num_cat=0
split_feature=159 15 16 48 160 2 2 12
split_gain=1.53719e-05 2.86884e-05 6.01884e-05 5.0596e-05 3.54898e-05 4.82717e-05 4.75367e-05 5.39116e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.30307999999999996 0.09227500000000001 -0.063534999999999994 0.096750000000000017 0.086545000000000025 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.01114993441881932 0.016711150417764831 -0.020370506915297883 0.01609890703329258 0.022765745782075186 -0.01758692787999178 -0.018792707845170814 0.017005522165858617 0.010235440730887181
leaf_weight=0.0011272826328088742 0.0010625886390659188 0.0013245599293649447 0.0010827384620681925 0.0010808019886678144 0.0016090846843600484 0.00153967709535093 0.001394234975515299 0.0012279460886572831
leaf_count=633 408 274 385 296 422 464 512 516
internal_value=0 0.00114866 -0.000637332 0.00265687 -0.000514233 -0.00363117 0.00188582 -0.00554463
internal_weight=0 0.0103216 0.00925904 0.00793448 0.00685368 0.00577094 0.00423127 0.00283703
internal_count=3910 3277 2869 2595 2299 1914 1450 938
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=9
num_cat=0
split_feature=157 0 42 2 51 16 4 2
split_gain=1.44006e-05 2.87373e-05 6.04902e-05 4.06968e-05 6.47526e-05 9.54655e-05 3.30389e-05 2.06751e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 0.086545000000000025 0.08955500000000001 -0.114825 0.05309500000000001 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4 -3
right_child=1 7 3 4 -6 -7 -8 -9
leaf_value=-0.0095830556548794008 -0.020717436370850561 0.021828524257234441 -0.020257108649863801 -0.00018142791770764941 -0.012065154198241355 0.03464565519915231 0.0037814924525593203 0.0017372288549660731
leaf_weight=0.001393066373042858 0.0013525459103846229 0.001029366042248011 0.0011497496335673135 0.001741303319116011 0.0011575582463733492 0.0014362541462486934 0.0011373242313003368 0.0010194423175052736
leaf_count=703 932 172 718 332 218 530 165 140
internal_value=0 0.00126775 -0.00144621 0.00248983 0.00818385 0.0155604 -0.00830311 0.0118315
internal_weight=0 0.0100235 0.00797474 0.00662219 0.00433512 0.00317756 0.00228707 0.00204881
internal_count=3910 3207 2895 1963 1080 862 883 312
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=8
num_cat=0
split_feature=1 0 16 2 2 1 0
split_gain=1.72665e-05 4.6859e-05 3.60272e-05 2.27291e-05 3.94399e-05 3.57317e-05 5.54102e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.08286499999999998 0.11462500000000002 0.09142500000000002 0.092550000000000007 -0.066689999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.023125287416560114 0.014983959373605728 0.016595403398556068 -0.0067119854046826513 0.013344875930390125 -0.013650219047511715 -0.017762329186157635 0.013766540207745105
leaf_weight=0.0010804055116673122 0.0019219154407986699 0.0010047446004242768 0.0019509611340563014 0.001608192197441744 0.0015640827054937256 0.0012390468103098871 0.0010132254678502802
leaf_count=630 539 340 1038 413 345 376 229
internal_value=0 -0.00530346 0.00121099 0.00283799 -0.000106638 0.00496819 -0.0035785
internal_weight=0 0.00403611 0.00295571 0.00734646 0.00573827 0.00417419 0.00225227
internal_count=3910 2008 1378 1902 1489 1144 605
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=9
num_cat=0
split_feature=1375 16 15 15 160 12 42 16
split_gain=1.53044e-05 3.43935e-05 7.86528e-05 0.000120658 4.32268e-05 4.64445e-05 0.00010566 3.76379e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.14097499999999996 -0.094924999999999995 1.0000000180025095e-35 0.084100000000000022 0.085465000000000013 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 -5
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.01176218499693686 0.015533488098667345 -0.027178960974810373 0.032029082166020649 0.021941329225052632 -0.021224129722726782 -0.023102971087157132 0.013369361285653773 -0.0032681346225672779
leaf_weight=0.0010150088236728612 0.0014246414388853169 0.0010306496389356238 0.0011568225616798589 0.0013735549555813401 0.001083849114993601 0.0018284223678498724 0.0014043878382972942 0.0010411608730462735
leaf_count=180 322 384 222 323 477 940 904 158
internal_value=0 0.00110549 -0.00119915 0.0021953 -0.00293179 0.000578793 -0.00725877 0.0110717
internal_weight=0 0.0103435 0.00891885 0.0078882 0.00673138 0.00564753 0.00323281 0.00241472
internal_count=3910 3730 3408 3024 2802 2325 1844 481
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=8
num_cat=0
split_feature=47 43 16 133 1 48 16
split_gain=1.53803e-05 4.2168e-05 5.74401e-05 4.47788e-05 5.4505e-05 3.62253e-05 6.56024e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 0.065880000000000008 1.0000000180025095e-35 0.087945000000000009 -0.088144999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.018415396747786191 -0.011335701060159201 -0.019183852586113534 -0.018485715797341783 0.019399506234316008 0.025048722934908466 -0.0096067522499387256 -0.0029951240579311755
leaf_weight=0.0012443839662188106 0.0010893218263100237 0.001309160089140218 0.0015874885053724754 0.0012909494238850421 0.0015008586550356836 0.001412754016976102 0.0018777954163798614
leaf_count=261 179 859 494 1037 368 177 535
internal_value=0 0.00116374 -0.00122713 0.00247952 -0.00110094 0.00383987 0.00946246
internal_weight=0 0.0102234 0.00897901 0.00739152 0.00610057 0.00479141 0.00337865
internal_count=3910 3731 3470 2976 1939 1080 903
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=9
num_cat=0
split_feature=159 15 16 52 49 3 15 1
split_gain=1.48623e-05 2.7207e-05 5.35325e-05 3.86873e-05 3.41195e-05 5.46151e-05 6.2099e-05 2.82767e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.089525000000000007 -0.081274999999999986 -0.089974999999999986 -0.017214999999999998 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.011048031573359636 0.016370562330489658 -0.020110468993426677 0.015433011532455604 0.015502568848643834 -0.025595492803732547 -0.00059601203812417703 0.013623006919043404 -0.0232628535614725
leaf_weight=0.0011053669726930242 0.0010542672523936149 0.0012181249126388379 0.0010142181598704761 0.0017557401704555876 0.0010010760273649298 0.0012042173971215202 0.001916069441904796 0.0010136028175165828
leaf_count=633 408 261 224 432 489 454 825 184
internal_value=0 0.00116095 -0.000596683 0.00241033 -0.00132782 -0.00463828 0.000436781 -0.0109554
internal_weight=0 0.0101773 0.00912305 0.00790492 0.00614918 0.00513497 0.00413389 0.00221782
internal_count=3910 3277 2869 2608 2176 1952 1463 638
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=8
num_cat=0
split_feature=4 16 43 1 150 15 15
split_gain=1.40123e-05 3.63887e-05 5.44573e-05 6.67866e-05 3.51257e-05 7.36048e-05 7.28218e-05
threshold=0.0057500000000000008 0.18936500000000003 -0.0037249999999999996 0.086560000000000012 0.085075000000000026 -0.017214999999999998 -0.14487999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2
right_child=4 -3 3 -5 -6 -7 -8
leaf_value=-0.021645840158434265 0.0093032662337379623 0.009948821270734062 0.015762057078469765 -0.015453521051882768 0.019736466975945888 0.021517169062680915 -0.022102800611489046
leaf_weight=0.0017496257743184643 0.0012968636705310501 0.0015413380204334767 0.0014419247732126756 0.001306375438188072 0.001089329794296893 0.001113268417307022 0.0017141846114319954
leaf_count=1632 368 391 456 314 182 127 440
internal_value=0 -0.00331133 -0.00785529 0.000924062 0.00376525 -0.000453124 -0.00857615
internal_weight=0 0.00603926 0.00449793 0.0027483 0.00521365 0.00412432 0.00301105
internal_count=3910 2793 2402 770 1117 935 808
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 51 13 12
split_gain=1.69118e-05 3.81434e-05 2.63403e-05 3.61288e-05 4.42093e-05 6.12257e-05 2.32936e-05 2.02637e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.088439999999999977 0.0015650000000000002 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.0046225046027379415 -0.016398388879511526 -0.023487453420120014 0.014689713326054231 0.016214919647728376 0.01206721000867874 -0.021248276945479542 0.015208949468496533 -0.0045567897671956745
leaf_weight=0.0013398633583397439 0.0010873507855772152 0.0011226052078949853 0.0015388138704174282 0.0017208175565890374 0.0010665632404995998 0.0011425359696762092 0.0010615243609010169 0.0011392803811546383
leaf_count=467 256 746 349 439 252 414 158 829
internal_value=0 -0.00463354 0.00324437 -0.000265954 0.00419766 -0.00516341 0.00414391 -0.0139523
internal_weight=0 0.00466327 0.00655608 0.00501727 0.00392992 0.0022091 0.00240139 0.00226189
internal_count=3910 2200 1710 1361 1105 666 625 1575
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=9
num_cat=0
split_feature=1375 1 52 3 16 1 3 3
split_gain=1.65469e-05 3.08404e-05 3.70281e-05 7.42847e-05 6.96313e-05 2.86066e-05 4.38051e-05 7.50758e-05
threshold=-1.0000000180025095e-35 0.090355000000000005 0.10303500000000002 -0.078494999999999995 -0.083144999999999983 0.097480000000000011 -0.077894999999999978 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 -8
right_child=1 5 -4 -5 -6 6 7 -9
leaf_value=-0.012293037563280264 0.021346501850833852 0.021773379026200211 0.013115118376490291 -0.02325819662245043 -0.012943910555922583 -0.014464903549212399 0.029531851804189459 -0.0035317923368717585
leaf_weight=0.001001499210606843 0.0011344756760336 0.0010176657030471787 0.0010009934459066254 0.0018562773752813064 0.0012388644067329977 0.0010555962013501581 0.0011244787309633289 0.0017641871958149588
leaf_count=180 497 334 458 512 909 296 434 290
internal_value=0 0.00117752 -0.00418004 -0.00827317 0.00344718 0.00682519 0.00296839 0.00933898
internal_weight=0 0.0101925 0.00523061 0.00422962 0.00237334 0.00496193 0.00394426 0.00288867
internal_count=3910 3730 2376 1918 1406 1354 1020 724
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=8
num_cat=0
split_feature=42 49 160 1 15 0 0
split_gain=1.77985e-05 2.92982e-05 8.4511e-05 4.30483e-05 5.14166e-05 9.73985e-05 7.23254e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.069910000000000014 0.11198000000000001 -0.10312999999999999 -0.10071499999999999 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=-0.025793027783682129 -0.0093986025277281639 -0.019338103874674245 0.009935557140764939 0.019324075482034124 0.030226370549854338 -0.025821085386890947 0.0071799504973826924
leaf_weight=0.001274636208178348 0.00171414053230596 0.0010273292151549707 0.0013774977768524503 0.0016302450124012977 0.0011606969213127588 0.0010011452656140071 0.0019726489241758296
leaf_count=491 832 238 225 302 159 1134 529
internal_value=0 0.00167747 -0.00723588 0.00515792 0.000683852 0.00565886 -0.00393004
internal_weight=0 0.0094442 0.00265213 0.00679207 0.00516182 0.00413449 0.00297379
internal_count=3910 3078 716 2362 2060 1822 1663
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=8
num_cat=0
split_feature=4 12 47 3 48 15 3
split_gain=1.54832e-05 3.12773e-05 3.44074e-05 4.76516e-05 3.99299e-05 4.57137e-05 0.000112986
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.083775000000000002 0.083935000000000023 -0.10942499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.018086258663355968 0.0092332587211812096 0.0056948437312790562 0.01545604767258253 0.013806699499611065 0.007715429763760287 0.00075380772078167859 -0.037950828600609748
leaf_weight=0.0010190219144745405 0.0015548689551250642 0.0010014509707805331 0.0012959938801166701 0.0014751553962961544 0.001498648530822811 0.0018209539129335262 0.0014546452535853626
leaf_count=294 472 200 285 140 323 1267 929
internal_value=0 -0.00152614 0.000448288 -0.00223415 -0.0063311 -0.0112529 -0.0201547
internal_weight=0 0.00956587 0.00854685 0.00725085 0.0057757 0.00427705 0.0024561
internal_count=3910 3438 3144 2859 2719 2396 1129
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=9
num_cat=0
split_feature=159 4 16 47 160 42 1 13
split_gain=1.49696e-05 2.44209e-05 2.46121e-05 3.38508e-05 3.55721e-05 4.04869e-05 4.31146e-05 5.01421e-05
threshold=-1.0000000180025095e-35 0.27608500000000008 -0.30307999999999996 0.09550500000000002 -0.063534999999999994 0.083815000000000014 0.090820000000000012 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.011119938152869116 -0.015348408036232547 0.014755970308551986 0.015050380425365851 0.016556984017473488 -0.019179011126676266 0.0082299776543270035 -0.02499531493296217 0.0093664198725973147
leaf_weight=0.0010955327330369078 0.0010038675195037346 0.001171963240654778 0.001079468831363989 0.0012240545253150549 0.0010687628391706176 0.0016647857329097414 0.001330663543706635 0.0014505302766041461
leaf_count=633 169 412 415 243 452 793 369 424
internal_value=0 0.00119351 -0.00060818 0.00128447 -0.0015505 -0.0048 -0.0104344 -0.00274344
internal_weight=0 0.0099941 0.00882213 0.00781827 0.00659421 0.00551474 0.00384996 0.00251929
internal_count=3910 3277 2865 2696 2453 2038 1245 876
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=9
num_cat=0
split_feature=42 403 160 4 43 3 4 1
split_gain=1.76758e-05 3.05178e-05 4.55833e-05 4.11141e-05 6.05911e-05 7.2368e-05 2.83701e-05 2.51195e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 0.25367000000000006 -0.089949999999999988 0.013395000000000002 -0.0017649999999999999 0.089680000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=-0.02514319153355446 -0.0093833821482329459 0.017178142298037866 -0.02188165690340756 0.021131476520020315 0.020309136656775733 0.0030789616316207985 -0.0014774720477172404 -0.018107600782588561
leaf_weight=0.0010246290782793873 0.0017058194843580449 0.0011193108845138399 0.0010131407858316602 0.0011246270138092467 0.0018158393509394386 0.0012373776273569281 0.0010018254328521521 0.0010216810726150563
leaf_count=603 832 358 337 266 1007 68 291 148
internal_value=0 0.00168497 -0.000419827 0.00382824 3.65086e-06 0.00544499 -0.0134435 -0.00650287
internal_weight=0 0.00935843 0.00823912 0.00621267 0.00508804 0.0040749 0.00202645 0.00225906
internal_count=3910 3078 2720 1826 1560 1223 894 216
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=10
num_cat=0
split_feature=48 48 51 2 4 42 1 2 3
split_gain=4.05474e-05 7.30423e-05 4.38854e-05 7.31858e-05 6.21681e-05 7.5259e-05 6.3816e-05 5.45936e-05 6.51879e-06
threshold=0.11930500000000001 0.092755000000000018 0.089355000000000004 0.11260500000000001 -0.08422499999999998 0.086325000000000013 0.092550000000000007 0.085355000000000014 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00024158695384185014 -0.00037811795456299042 0.0004882618160127413 -0.00041012411176328839 0.00043138268137579418 0.00066507287854946848 -0.00034408019882160797 -0.00013660048864314747 0.0001191467684216909 -0.00046509626185381795
leaf_weight=0.001000066398864263 0.0010301083290705842 0.0011890119659377632 0.0010240566015327973 0.0013976791978705288 0.0011954687244454291 0.0014542795034799419 0.0016789719890887627 0.0017139802155632011 0.0010067169812503867
leaf_count=316 161 287 342 428 268 903 274 638 293
internal_value=0 2.772e-05 -2.45747e-05 1.72182e-05 -5.46956e-05 4.46078e-05 0.000167801 0.000343463 -0.000353712
internal_weight=0 0.0116602 0.0104712 0.00944716 0.00804948 0.0060427 0.00458842 0.00290945 0.00200678
internal_count=3910 3749 3462 3120 2692 2083 1180 906 609
is_linear=0
shrinkage=0.00196078


Tree=5468
num_leaves=8
num_cat=0
split_feature=157 160 133 2 16 2 160
split_gain=1.55714e-05 4.63255e-05 7.87975e-05 3.45661e-05 4.26571e-05 3.57459e-05 3.57414e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.15168999999999996 0.086650000000000019 0.051580000000000008
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=0.011377719580495552 -0.017629887541680274 -0.021412018402237956 0.02276472710922078 -0.0085397171240762203 -0.007301824769868983 0.0014434403393565232 0.025865767901890192
leaf_weight=0.0010807238057302512 0.0014733598829252447 0.0012687561090576642 0.0016219768932903668 0.001394869729946473 0.0017405281989477032 0.0014713710972917807 0.0010109645825296884
leaf_count=502 866 847 234 352 535 382 192
internal_value=0 -0.00125884 0.00157603 0.00560468 0.00898023 0.00368569 0.0113898
internal_weight=0 0.00998183 0.00850847 0.00723971 0.00584484 0.00422286 0.00248234
internal_count=3910 3408 2542 1695 1343 1109 574
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=10
num_cat=0
split_feature=48 48 13 13 16 160 52 42 49
split_gain=4.61014e-05 8.23523e-05 4.96065e-05 9.47432e-05 5.51807e-05 4.55335e-05 4.74449e-05 5.15991e-05 8.4029e-05
threshold=0.11930500000000001 0.092755000000000018 -0.014114999999999997 -0.094679999999999986 -0.087089999999999987 -0.081519999999999995 0.089525000000000007 -0.088669999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -7 -9
right_child=-2 -3 5 -5 -6 6 -8 8 -10
leaf_value=0.00040101930958772272 -0.00040238176399089902 0.00051465570750619364 0.00042923279893433014 -0.00052392627572912212 -0.00020468526983029252 0.00026351085883468404 0.0003813608752431294 0.00020320676280863756 -0.0004778789580607232
leaf_weight=0.0010556436269132962 0.0010478531170352587 0.0011950695018734464 0.0011761672100571666 0.0018604693639184115 0.0012787269749190058 0.0011388325456574981 0.0010153958866544795 0.0011028793922763366 0.0018898213760303885
leaf_count=248 161 287 219 1634 150 318 162 173 558
internal_value=0 2.69001e-05 -2.85197e-05 -0.000193846 6.9225e-05 8.11601e-05 1.61916e-06 -9.17089e-05 -0.000226883
internal_weight=0 0.011713 0.0105179 0.00419484 0.00233437 0.0063231 0.00514693 0.00413153 0.0029927
internal_count=3910 3749 3462 2032 398 1430 1211 1049 731
is_linear=0
shrinkage=0.00196078


Tree=5470
num_leaves=10
num_cat=0
split_feature=48 48 474 0 0 0 42 0 12
split_gain=6.35068e-05 0.000105878 8.6104e-05 6.64003e-05 0.000106865 7.76858e-05 5.99233e-05 7.64367e-05 0.000121705
threshold=0.11930500000000001 0.095825000000000007 0.084655000000000022 -0.11756999999999999 -0.10071499999999999 -0.19631499999999999 0.088915000000000008 -0.017269999999999997 0.085185000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -6
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-3.4423241472008966e-05 -0.00046013512059504217 0.00063990365369225608 0.00052412379745182076 0.0005059784502261834 -0.00070748763740274324 -0.00069746417197141927 -0.00039939634617801052 0.00033465199673150716 0.00015238234011748572
leaf_weight=0.001498210549315149 0.0010870924550119539 0.0010182689971311902 0.0010187201087330346 0.0014201645973175086 0.0010395199629706893 0.0012430984076743964 0.0017366082413879397 0.0018551653504798073 0.0016177044645043067
leaf_count=139 161 239 407 156 460 288 835 261 964
internal_value=0 3.40482e-05 -1.99297e-05 -7.31682e-05 2.04552e-05 -0.000335092 -8.98861e-05 2.92299e-05 -0.000184003
internal_weight=0 0.0124475 0.0114292 0.0104105 0.00766916 0.00274131 0.006249 0.00451239 0.00265722
internal_count=3910 3749 3510 3103 2676 427 2520 1685 1424
is_linear=0
shrinkage=0.00196078


Tree=5471
num_leaves=10
num_cat=0
split_feature=11 13 39 0 51 52 1 4 0
split_gain=1.44379e-05 2.50133e-05 6.66196e-05 6.11781e-05 4.44868e-05 4.3808e-05 3.61513e-05 3.82835e-05 2.88554e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.0084849999999999978 0.089525000000000007 0.086560000000000012 0.05309500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -8 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00051310780396807013 -0.011377971694482866 0.017650557968168414 0.022111015346407942 -0.025095397055474616 0.0027789474005973976 0.012395015734403362 -0.032406336788420601 -0.0059103069428458679 0.022904445879056032
leaf_weight=0.0010887781680985554 0.0010187481660521398 0.0010816082129063388 0.0010435879274631578 0.0012422923362638396 0.0013078855096180725 0.0011133822397993427 0.0010191396902988043 0.0011729247299803952 0.0010183434877750978
leaf_count=300 279 531 387 329 885 612 361 120 106
internal_value=0 0.0011134 -0.00144522 -0.00498885 -0.000602817 -0.00488237 -0.0103785 -0.0182289 0.0108043
internal_weight=0 0.0100879 0.00798082 0.00693723 0.00569494 0.00461333 0.00349995 0.00219206 0.00210712
internal_count=3910 3631 3225 2838 2509 1978 1366 481 406
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=10
num_cat=0
split_feature=133 48 48 51 3 3 12 13 3
split_gain=6.64929e-05 8.3899e-05 0.00010719 8.32154e-05 0.00012744 5.50897e-05 9.21368e-05 7.33657e-05 9.40103e-05
threshold=0.10599500000000002 0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11476000000000001 -0.10315499999999998 0.092365000000000017 -0.014114999999999997 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.00027743315370078105 -0.00048102692364955231 -0.00051479217883927913 0.0006736174879193365 -0.00050112206008836235 0.00065198493956636296 -0.00033274259493841068 -0.00064135533694482624 0.00048314253245616861 -0.00017764030603843834
leaf_weight=0.0018559839372906447 0.0010792499653488373 0.001010090309706827 0.0010438617749989254 0.0010785382133226438 0.0012668502469892979 0.0016782122308144211 0.0010349843197232219 0.0017482839119873582 0.001572195021851075
leaf_count=346 557 135 221 324 164 1060 438 505 160
internal_value=0 2.65893e-05 7.50731e-05 1.40282e-05 7.47073e-05 -1.79867e-05 -0.000108859 1.39485e-06 0.000170272
internal_weight=0 0.012289 0.0112789 0.010235 0.00915651 0.00788966 0.00603368 0.00499869 0.00332048
internal_count=3910 3353 3218 2997 2673 2509 2163 1725 665
is_linear=0
shrinkage=0.00196078


Tree=5473
num_leaves=11
num_cat=0
split_feature=48 48 51 0 42 133 1 43 42 2
split_gain=5.73007e-05 8.58869e-05 8.82254e-05 0.000125622 9.07286e-05 5.18555e-05 8.60954e-05 5.80912e-05 4.92922e-05 4.43242e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.086325000000000013 0.065880000000000008 0.11198000000000001 0.0016850000000000001 0.094640000000000016 0.083385000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -6 -5
right_child=-2 -3 -4 4 8 -7 -8 -9 -10 -11
leaf_value=0.00057230571962846625 -0.00043938670702148151 0.00057583001933759082 -0.00054804083527794053 -7.7526651078414424e-05 -0.00068974624883713805 0.0003620858773068237 0.00044833698968356462 0.00020181756199916988 -0.00013578575225074228 -0.00059936400490694596
leaf_weight=0.0014372304750219422 0.0011061169348108831 0.001005212981578101 0.001107066274133226 0.0012191146715345954 0.0010546426361360951 0.0017321551176384935 0.0010848936054887754 0.0010621131819861206 0.0014901275014149197 0.0012858293226612101
leaf_count=152 161 239 357 219 646 582 185 245 525 599
internal_value=0 2.62551e-05 -2.18954e-05 3.42952e-05 -5.23053e-05 7.24841e-05 -3.53492e-05 -0.000182459 -0.000365367 -0.000345394
internal_weight=0 0.0124784 0.0114732 0.0103661 0.00892888 0.00638411 0.00465195 0.00356706 0.00254477 0.00250494
internal_count=3910 3749 3510 3153 3001 1830 1248 1063 1171 818
is_linear=0
shrinkage=0.00196078


Tree=5474
num_leaves=9
num_cat=0
split_feature=47 43 16 2 1 133 12 0
split_gain=1.6473e-05 3.95995e-05 5.56818e-05 4.11425e-05 0.000103246 3.03336e-05 4.77354e-05 3.44805e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 0.099015000000000006 0.11167500000000001 -0.0056849999999999991 0.084100000000000022 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.018086598382055362 -0.011825810752120433 -0.01739390425690512 -0.018237993179697862 0.031132403986214915 -0.0096677350316069794 -0.0033707664763314841 -0.013925715400957309 0.0208419456168904
leaf_weight=0.0012207933616396023 0.0010739805317533839 0.0011082290862499604 0.0015653291689917857 0.0013892634732763334 0.0011204439283463417 0.0010720921815937509 0.001299761656169593 0.0013029391728039059
leaf_count=261 179 786 494 421 259 97 1022 391
internal_value=0 0.00120212 -0.00112486 0.00254835 0.0129174 -0.00289242 0.00148087 0.0099123
internal_weight=0 0.0100789 0.00885806 0.00729273 0.00250971 0.00478302 0.00367479 0.00237503
internal_count=3910 3731 3470 2976 680 2296 1510 488
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=9
num_cat=0
split_feature=474 160 133 1 42 42 150 4
split_gain=2.98252e-05 5.96125e-05 7.02332e-05 3.64286e-05 6.70472e-05 4.71753e-05 3.86613e-05 3.30787e-05
threshold=0.084655000000000022 -1.0000000180025095e-35 -0.0023199999999999996 0.12485500000000001 0.092395000000000019 0.081685000000000021 0.075065000000000007 -0.056579999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00036520057559452749 0.0003163220328221737 -0.00037446231822348331 0.0001296773626144806 0.00043447444702091233 -0.00040900125185446158 0.00046414611084933202 0.00031475572430100882 -0.00025394382668535718
leaf_weight=0.0017879054859973346 0.0010028995523276079 0.0014424593118211202 0.0016287355669253858 0.0010568035705506157 0.0010666751332837976 0.0012461587832713165 0.0013739275929262932 0.0018409486256441754
leaf_count=927 424 843 362 231 375 265 172 311
internal_value=0 -3.63211e-05 2.45761e-05 9.46576e-05 4.44763e-05 0.000123907 3.63704e-05 -7.38648e-05
internal_weight=0 0.0114436 0.00965571 0.00821325 0.00715645 0.00608977 0.00484361 0.00346968
internal_count=3910 3486 2559 1716 1485 1110 845 673
is_linear=0
shrinkage=0.00196078


Tree=5476
num_leaves=10
num_cat=0
split_feature=484 1375 1 47 3 12 2 0 3
split_gain=6.67773e-05 3.40623e-05 4.84561e-05 7.85326e-05 4.92621e-05 5.83465e-05 4.74584e-05 5.41105e-05 8.18247e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11198000000000001 0.084155000000000021 0.092005000000000017 0.092365000000000017 0.096540000000000015 -0.10209999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.0004880740455414491 -0.00029008480630599666 -0.0003128643424347901 0.00065855919550821158 -9.8787516668417466e-06 -0.00031964709448955387 -0.00028203553271273745 0.00050250047369562213 -9.9894965574604284e-05 0.00058267501945989512
leaf_weight=0.0010190002544648779 0.0011223543352324944 0.0010783349290696457 0.0012419437555774367 0.0014822666655718041 0.0015672104528669517 0.0014276299279328509 0.0012265369848887529 0.0015071840221715909 0.0012232485998251779
leaf_count=627 146 161 405 147 166 819 255 959 225
internal_value=0 3.49621e-05 6.88849e-05 0.000294856 -7.77538e-06 6.7851e-05 0.000167052 5.9028e-05 0.0002059
internal_weight=0 0.0118767 0.0107544 0.00272421 0.00803014 0.00646293 0.0050353 0.00380877 0.00273043
internal_count=3910 3283 3137 552 2585 2419 1600 1345 1184
is_linear=0
shrinkage=0.00196078


Tree=5477
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 1 3 3 4
split_gain=9.96898e-05 7.61795e-05 0.000110534 0.000108765 8.24174e-05 6.73054e-05 3.14366e-05 8.5729e-05 8.14676e-05 5.26056e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.076710000000000014 -0.084129999999999996 -0.074234999999999982 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -10
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11
leaf_value=-0.00058201632772884534 -0.00056739909157150147 -0.00047843218060008148 0.00066562551695043698 -0.00043938660048763119 0.00050040275535563866 -0.0003535994864679741 0.00052486399190326209 0.00031029636645699252 -0.00034615109703686455 0.00027218911165358633
leaf_weight=0.0010878165936649116 0.0010892369801771334 0.0010144800039925276 0.0011259286902021567 0.001225871457451567 0.0015490687266280848 0.0015977758350473057 0.0017158605538601639 0.00112432351535156 0.0011039624424362821 0.0010156280602853229
leaf_count=627 261 137 368 613 117 498 517 538 175 59
internal_value=0 3.67279e-05 8.19855e-05 1.8931e-05 8.73643e-05 5.16069e-06 9.78298e-05 -8.07414e-05 0.00020725 -4.98657e-05
internal_weight=0 0.0125621 0.0115477 0.0104217 0.00933249 0.00778342 0.00618565 0.00235019 0.00383545 0.00211959
internal_count=3910 3283 3146 2778 2517 2400 1902 1151 751 234
is_linear=0
shrinkage=0.00196078


Tree=5478
num_leaves=11
num_cat=0
split_feature=457 150 159 159 47 52 42 2 3 457
split_gain=6.48424e-05 8.47649e-05 6.13385e-05 6.02227e-05 6.16659e-05 9.7564e-05 0.000111551 9.30945e-05 0.000121811 1.78161e-05
threshold=-0.0034949999999999994 0.084800000000000014 -0.034019999999999988 0.09141500000000001 0.09550500000000002 -0.030179999999999995 0.08622500000000001 0.10362500000000001 -0.060719999999999989 0.088850000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 -3
right_child=1 9 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00049023916251558135 -0.00049907789921241797 0.00058047805552074332 0.00039588062334074782 -0.00043173952230025767 0.00038409619193862553 -0.00050245605898334835 0.0002945950648475944 -0.00079065425537527465 0.0003512295516047978 0.00021169275063428187
leaf_weight=0.0010002873636920226 0.0010167004785888107 0.0010143881144346932 0.0016337596937843696 0.0010722010270341033 0.001799609047398453 0.0014577201148965764 0.0015308135642427591 0.0011761637184590774 0.0011492359529353539 0.0010002943495337983
leaf_count=316 476 246 586 399 228 691 591 138 115 124
internal_value=0 2.80521e-05 -4.0613e-05 6.85593e-06 6.06168e-05 -2.31717e-05 -0.000152009 -0.000332724 -0.000126122 0.000397375
internal_weight=0 0.0128509 0.0108362 0.0098195 0.0087473 0.00694769 0.00531393 0.00378312 0.00260696 0.00201468
internal_count=3910 3594 3224 2748 2349 2121 1535 944 806 370
is_linear=0
shrinkage=0.00196078


Tree=5479
num_leaves=9
num_cat=0
split_feature=133 160 157 42 3 1 0 133
split_gain=1.62839e-05 4.22966e-05 5.91731e-05 3.43594e-05 3.36658e-05 6.06433e-05 7.41529e-05 5.08719e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.011899999999999999 -1.0000000180025095e-35 -0.11266 0.094695000000000015 -0.16443499999999997 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 7 -7 -6
right_child=1 3 -4 4 5 6 -8 -9
leaf_value=0.010307943493263366 0.0041055746135186732 -0.013270789026061125 -0.028898646708101269 0.020865783719032537 -0.0176520065262088 -0.0060164599441885659 0.03034379108563964 0.0084158480424608908
leaf_weight=0.001332050450641809 0.0010044038156934931 0.0012372460614802653 0.0011831279277584922 0.001098916916814241 0.0018949891122672252 0.0010131750461248592 0.0012564437406623137 0.0012375221198804476
leaf_count=604 403 618 683 221 382 122 462 415
internal_value=0 -0.00146715 -0.0137448 0.00200361 0.00491055 0.00166489 0.0141123 -0.0073537
internal_weight=0 0.00992582 0.00218753 0.00773829 0.00650105 0.00540213 0.00226962 0.00313251
internal_count=3910 3306 1086 2220 1602 1381 584 797
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 15 15 15 48
split_gain=4.65309e-05 5.05636e-05 8.36722e-05 0.000117042 9.71952e-05 6.93416e-05 6.47169e-05 0.000127826 5.43057e-05 5.91832e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.096614999999999993 -0.021529999999999997 0.085120000000000015 -0.095799999999999982 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 9 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00040807628311041977 0.00015104184382139707 -0.00039693392694920996 0.00059756253478063042 0.00081370773780628102 0.00016750686026724144 -0.00049912616870935466 -0.00083514844059877629 5.0393316570685956e-05 0.00041535523326860757 -0.00043302386313576435
leaf_weight=0.0010627125047195591 0.0016926321744341918 0.0010251661512595883 0.0010002471259381259 0.0011178078688956817 0.0013503501369719834 0.0010794573409912325 0.001091280112175597 0.0014720977414827202 0.0012298750806294667 0.0011008061533186223
leaf_count=627 337 480 341 117 401 238 301 587 321 160
internal_value=0 1.97689e-05 5.8135e-05 0.000262692 8.31234e-05 -0.000128649 -8.31038e-05 -0.000326599 7.20347e-05 -7.91201e-05
internal_weight=0 0.0121597 0.0111346 0.00454786 0.00343005 0.00242981 0.00658669 0.00256338 0.00402331 0.00279344
internal_count=3910 3283 2803 1097 980 639 1706 888 818 497
is_linear=0
shrinkage=0.00196078


Tree=5481
num_leaves=8
num_cat=0
split_feature=42 403 42 160 43 4 16
split_gain=1.72126e-05 3.43863e-05 3.71073e-05 5.41009e-05 5.27436e-05 3.02313e-05 5.86591e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.0057500000000000008 -0.094359999999999986
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=-0.017253829107595368 -0.0092107571886939042 0.017808704450511543 -0.012412337457133124 0.026688292345393834 -0.0068224010775200508 -0.0055412961883797964 0.027090311211133717
leaf_weight=0.0011574051041604279 0.0017440431456823792 0.0011500584968202497 0.0019059694275216227 0.0011033370394977586 0.001989340486049429 0.0011436503384425417 0.0010628354819543495
leaf_count=838 832 358 765 429 450 185 53
internal_value=0 0.00159611 -0.000633523 0.0020363 0.00723309 0.00211714 0.0101769
internal_weight=0 0.0095126 0.00836254 0.00720513 0.00529916 0.00419583 0.00220649
internal_count=3910 3078 2720 1882 1117 688 238
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=11
num_cat=0
split_feature=484 159 12 15 15 2 0 48 4 0
split_gain=7.9215e-05 4.87805e-05 4.44719e-05 5.4963e-05 7.98771e-05 7.48211e-05 7.39781e-05 3.9794e-05 1.7859e-05 1.26204e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10673000000000001 -0.095799999999999982 -0.029114999999999999 0.10113500000000002 -0.077944999999999987 0.087945000000000009 -0.077679999999999985 -0.089879999999999974
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 6 8 -2 -6 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00052659699019750195 1.4391593967572238e-05 0.00039437608983297477 -0.00038557548208595274 0.00029311229813996546 -0.0002843221981433484 -0.00038436824805400567 0.0004806909786814475 -0.00047440141248834464 8.4661448088414472e-05 0.00059968900975464125
leaf_weight=0.0010469495251762906 0.0013940841234792826 0.0013004866767142654 0.0010773925177458088 0.0010185152345331388 0.001000159987921739 0.001453768660141885 0.001464511284456029 0.0011844218239243599 0.0010172432247032967 0.0010468449230582452
leaf_count=627 286 400 274 198 649 224 339 186 353 374
internal_value=0 3.58694e-05 -7.87986e-06 3.45988e-05 0.000124734 -1.07486e-05 0.000145245 -0.000210133 -9.82681e-05 0.000448503
internal_weight=0 0.0119574 0.0106569 0.00957955 0.00700104 0.00493568 0.00348191 0.00257851 0.0020174 0.00206536
internal_count=3910 3283 2883 2609 2137 1565 1341 472 1002 572
is_linear=0
shrinkage=0.00196078


Tree=5483
num_leaves=8
num_cat=0
split_feature=1 4 457 12 16 0 3
split_gain=1.66768e-05 3.94679e-05 3.14903e-05 4.79711e-05 6.84474e-05 5.04198e-05 2.79813e-05
threshold=0.085990000000000011 -0.15796999999999997 0.041935000000000007 -1.0000000180025095e-35 -0.055679999999999993 -0.14293499999999998 -0.084129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=0.0075324320388748256 0.019245090342926662 -0.02476285796435072 0.01795049679551498 -0.011880153844371634 -0.02123414113751038 0.015795584531530661 -0.0044746582280705853
leaf_weight=0.0017033876457844136 0.0010378200243594191 0.0010422855472121237 0.0011833196147262096 0.0010892185271880067 0.0015861753422305386 0.0016637587415040344 0.0019546865651844706
leaf_count=146 359 902 212 112 547 471 1161
internal_value=0 -0.00462217 0.00318172 -6.84721e-05 -0.00468781 0.00484565 -0.0115305
internal_weight=0 0.00470036 0.00656029 0.00537697 0.00433915 0.00275298 0.00299697
internal_count=3910 2209 1701 1489 1130 583 2063
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=10
num_cat=0
split_feature=48 2 133 160 15 42 0 16 4
split_gain=7.68972e-05 7.43727e-05 6.70973e-05 6.81331e-05 5.25475e-05 6.30811e-05 7.51055e-05 5.79712e-05 3.8003e-05
threshold=0.11930500000000001 0.11290500000000002 0.090085000000000012 0.087825000000000014 0.035895000000000003 0.083875000000000019 -0.10575999999999998 0.022165000000000004 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -3
right_child=-2 8 -4 -5 -6 -7 7 -9 -10
leaf_value=0.000659260184296795 -0.00050597744304963735 0.00063682402169385561 -0.00044035205154365056 -0.00040178465265782652 -0.00017453132078405461 -0.00014073325708415928 -0.00021084943073295182 0.00040733527338410267 0.00010891412313060395
leaf_weight=0.0015853692486468281 0.0011020473503637737 0.0010402275061038085 0.001359075307992637 0.0012164294364502498 0.0019812810545927293 0.0015192852174088734 0.00113703044949261 0.0011974294545548355 0.0010570012885842712
leaf_count=193 161 231 660 299 901 580 343 228 314
internal_value=0 3.5055e-05 -3.53785e-05 2.83474e-05 9.88592e-05 0.000198446 0.000329908 0.00010624 0.000370758
internal_weight=0 0.0120931 0.0099959 0.00863682 0.0074204 0.00543911 0.00391983 0.00233446 0.00209723
internal_count=3910 3749 3204 2544 2245 1344 764 571 545
is_linear=0
shrinkage=0.00196078


Tree=5485
num_leaves=9
num_cat=0
split_feature=160 43 3 16 0 4 1 43
split_gain=1.67191e-05 2.56663e-05 5.07886e-05 3.86792e-05 8.42952e-05 6.87096e-05 4.38705e-05 2.01344e-05
threshold=-0.088224999999999984 -0.057994999999999998 -0.078669999999999976 -0.027569999999999994 -0.10462499999999998 0.028075000000000006 0.079945000000000016 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -3 -5 -2
right_child=1 3 -4 6 -6 -7 -8 -9
leaf_value=0.011292846678919312 0.0047282574687017818 0.0073091139296718914 0.019461158100421375 -0.00060971098114373273 0.016853300915872761 -0.026288877682849238 -0.028745697888784713 -0.01488203234134599
leaf_weight=0.001160329974054128 0.0010956402467278011 0.0010837496313487347 0.0014983612324746582 0.0010263235502609763 0.0018072927588770873 0.0013885606310779933 0.0012046330590467262 0.0010027332769176186
leaf_count=648 203 109 494 211 933 244 382 686
internal_value=0 -0.00138116 0.00539868 -0.00512665 0.000438451 -0.011561 -0.0158021 -0.00464276
internal_weight=0 0.0101073 0.00359673 0.00651056 0.0042796 0.00247231 0.00223096 0.00209837
internal_count=3910 3262 1383 1879 1286 353 593 889
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=9
num_cat=0
split_feature=48 4 42 47 16 2 0 4
split_gain=3.45415e-05 8.94695e-05 7.11168e-05 4.2889e-05 6.26415e-05 9.62878e-05 5.34117e-05 0.000104062
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 0.09550500000000002 -0.19424999999999998 0.097940000000000013 -0.11991499999999998 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00039445746395807033 -0.00035238519362355115 0.00051467883060791119 -0.00041547038058285937 0.00041692823881084458 0.00020489868514543454 0.00046076324225254907 0.00019666758621359769 -0.00054080489879239704
leaf_weight=0.0013715431694362717 0.0010056309303343195 0.0012837337272765285 0.0015912271210497828 0.0010016905594773112 0.0016457219765425527 0.0017413446511126184 0.0012597940728061743 0.0017680310455545137
leaf_count=186 161 388 655 202 147 481 581 1109
internal_value=0 2.63545e-05 -3.40421e-05 3.50214e-05 -1.41092e-05 6.72115e-05 -7.94242e-05 -0.000233963
internal_weight=0 0.0116631 0.0103794 0.00878813 0.00778643 0.00641489 0.00467355 0.00302783
internal_count=3910 3749 3361 2706 2504 2318 1837 1690
is_linear=0
shrinkage=0.00196078


Tree=5487
num_leaves=8
num_cat=0
split_feature=4 151 16 0 133 0 13
split_gain=1.78077e-05 3.05235e-05 3.82167e-05 5.67001e-05 4.19671e-05 4.42219e-05 4.32734e-05
threshold=0.28937500000000005 -0.024429999999999997 -0.092424999999999993 -0.11756999999999999 -0.0047949999999999989 -0.10071499999999999 -0.0019849999999999994
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=0.010538822147636396 0.010426138223940619 -0.031745210131406118 0.018440711277231712 -0.0014074618382662689 0.012962100159253224 0.00070233548058854628 -0.022047268570690913
leaf_weight=0.0017164555284987755 0.0014130090554023951 0.0010759330665380687 0.0010537431508053719 0.0014413060492015715 0.0011801993939217319 0.0018602790505577893 0.0015187531548279231
leaf_count=558 426 178 680 442 158 968 500
internal_value=0 -0.00157851 -0.00413673 -0.0143746 0.000454628 -0.00370237 -0.00952279
internal_weight=0 0.00984667 0.00813021 0.00251724 0.00561297 0.00455923 0.00337903
internal_count=3910 3484 2926 620 2306 1626 1468
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=9
num_cat=0
split_feature=474 2 1 52 12 51 4 15
split_gain=2.7433e-05 4.52522e-05 5.77558e-05 4.80369e-05 5.57356e-05 4.68794e-05 5.86999e-05 4.18741e-05
threshold=0.084655000000000022 0.086545000000000025 0.087480000000000016 -0.081429999999999989 0.091555000000000011 0.08955500000000001 0.053925000000000008 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -4
right_child=-2 3 7 4 -6 -7 -8 -9
leaf_value=-0.00059254009383234241 0.00030236454474365308 0.00038459248748360113 -0.00031576541117454962 0.00047920835228879233 -0.0003365794483525479 -0.00023757605117458587 -4.7081045830396409e-05 0.00015479996684014064
leaf_weight=0.0010716403702312103 0.0010090677988519705 0.0013876649253109679 0.0013405349446001225 0.0016189169400508399 0.0015790588306110569 0.0012102899776718825 0.0016404012778823609 0.0015886948473379106
leaf_count=691 424 515 326 388 571 196 337 462
internal_value=0 -3.48964e-05 -0.000203044 5.55701e-05 -1.99131e-05 9.19613e-05 0.000214329 -6.05499e-05
internal_weight=0 0.0114372 0.00400087 0.00743633 0.00604867 0.00446961 0.00325932 0.00292923
internal_count=3910 3486 1479 2007 1492 921 725 788
is_linear=0
shrinkage=0.00196078


Tree=5489
num_leaves=10
num_cat=0
split_feature=133 4 157 160 133 43 3 3 2
split_gain=5.31782e-05 0.000102291 6.47659e-05 8.63193e-05 7.38211e-05 7.24665e-05 9.2995e-05 5.66206e-05 0.000103488
threshold=0.10599500000000002 -0.41745999999999994 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 0.094625000000000015 0.11260500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9
right_child=-2 2 3 4 5 6 7 8 -10
leaf_value=0.00054863710808397128 -0.00042454468934872253 0.00039868895541528358 -0.00052587930477507089 -0.00041091506286429551 -0.00030282500645936896 0.00054155102855537251 -0.0002591795292601992 0.00064589297951558476 -0.00022313667875563007
leaf_weight=0.0012930709895944094 0.0010937362518482234 0.0011930294139438939 0.0014573347327361272 0.0014686164820389355 0.0015598474262291722 0.0018065658587126197 0.0017426172570620111 0.0010712759674502579 0.0010366602001483645
leaf_count=235 557 393 743 836 284 360 278 88 136
internal_value=0 2.61433e-05 -3.34566e-05 -8.42864e-05 -1.01925e-05 7.13525e-05 0.000174525 2.32746e-06 0.000218514
internal_weight=0 0.012629 0.0113359 0.0101429 0.00868558 0.00721697 0.00565712 0.00385055 0.00210794
internal_count=3910 3353 3118 2725 1982 1146 862 502 224
is_linear=0
shrinkage=0.00196078


Tree=5490
num_leaves=11
num_cat=0
split_feature=48 1 2 52 42 2 13 12 48 51
split_gain=6.18719e-05 8.35889e-05 9.39689e-05 5.8721e-05 7.71362e-05 0.000105283 8.83958e-05 6.50762e-05 8.57577e-05 3.19878e-05
threshold=0.11930500000000001 0.10752500000000002 0.114165 0.11401500000000002 0.084100000000000022 0.099990000000000009 -0.077944999999999987 0.084100000000000022 0.084500000000000006 -0.07174999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 7 -6 8 -1 -3
right_child=-2 2 -4 -5 6 -7 -8 -9 -10 -11
leaf_value=0.00037347588049831332 -0.00046249079160826925 -0.00018069949298892265 0.00079574227958932511 -0.00050268977140583684 -0.00070405328150492392 0.00055229991163822326 7.5539428424560446e-05 -0.00039978549085080471 -0.00033418579444477312 0.00030849784551895967
leaf_weight=0.0018352947272842017 0.0010769351681043432 0.0010170118651104539 0.0010146319061256769 0.0010509080242344085 0.0011311714683634019 0.0015240258627692181 0.0011058562541511323 0.0013720465785129225 0.0010267029469146884 0.0010388093801335099
leaf_count=302 161 106 295 491 743 330 355 761 127 239
internal_value=0 2.79336e-05 0.000307473 -6.69496e-05 -9.67411e-06 0.000110371 -0.000318668 -4.86994e-05 0.000119612 6.64926e-05
internal_weight=0 0.0121165 0.00307045 0.00904601 0.0079951 0.00575807 0.00223703 0.00423404 0.002862 0.00205582
internal_count=3910 3749 640 3109 2618 1520 1098 1190 429 345
is_linear=0
shrinkage=0.00196078


Tree=5491
num_leaves=10
num_cat=0
split_feature=133 13 50 15 2 159 16 43 15
split_gain=5.75462e-05 9.9688e-05 7.96401e-05 9.56399e-05 0.000120995 6.00955e-05 5.64128e-05 9.50493e-05 5.02384e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 0.082325000000000023 0.24895000000000003 -0.00084499999999999994 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.00045724912217606279 -0.00056270145373562793 0.00047586559928390273 -0.00066003228209316194 -0.00043188988344690252 -0.00072456041975349982 -0.00051674273764802897 0.00036402873081691932 -0.00013968992681041674 0.00032808162810957632
leaf_weight=0.0011430561750967018 0.0010982477159365333 0.0010089547310458509 0.0010675257533504278 0.0019989758940389814 0.0012593584641092887 0.0010079528417179708 0.0012980271192291172 0.0017010810279677272 0.0018349005254272746
leaf_count=179 557 308 546 954 282 343 270 115 356
internal_value=0 -9.42863e-05 -0.000150692 -9.69065e-05 -0.00016041 -6.98e-05 -3.8702e-06 -9.01478e-05 0.000103047
internal_weight=0 0.0123198 0.0111768 0.0101093 0.0091003 0.00784094 0.00683298 0.00553496 0.00353598
internal_count=3910 3353 3174 2628 2320 2038 1695 1425 471
is_linear=0
shrinkage=0.00196078


Tree=5492
num_leaves=9
num_cat=0
split_feature=1 43 3 43 42 52 4 4
split_gain=1.81347e-05 4.32992e-05 3.91365e-05 3.40566e-05 6.73228e-05 6.45504e-05 5.01342e-05 5.78342e-05
threshold=0.10498500000000001 -0.075819999999999985 0.12046500000000002 -0.15648499999999999 0.086325000000000013 0.086950000000000013 -0.077679999999999985 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=0.013843217452828569 -0.011449487246619521 0.022774708902361319 -0.00090006617710939501 0.021690797421506557 -0.026335859397884593 -0.019906671313161244 -0.01777632868714988 0.012486482660922019
leaf_weight=0.0010227151611698184 0.0011074432008365861 0.0015195135821097117 0.0012919089495351723 0.0013122030610838069 0.0012790341524207584 0.0013056581218428677 0.0012430624953863293 0.0012835427212535195
leaf_count=235 312 314 233 492 1113 410 567 234
internal_value=0 0.00529848 0.0118956 -0.00310567 -0.00580419 -0.000699534 0.00583321 -0.00240249
internal_weight=0 0.00391887 0.00281142 0.00744622 0.0064235 0.00514447 0.00383881 0.00252661
internal_count=3910 859 547 3051 2816 1703 1293 801
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 48 3 12 1 15
split_gain=5.46576e-05 7.75064e-05 8.77633e-05 6.8879e-05 0.000129035 6.16582e-05 5.72865e-05 6.96376e-05 0.000137823 5.06905e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 0.091555000000000011 -0.10315499999999998 0.086935000000000012 0.079945000000000016 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11
leaf_value=0.00051465008237077639 -0.00044125428540626728 0.00051990600481064797 -0.00056713102795083708 0.00035210093069362004 -0.00062181762904391449 0.00051341892672025497 0.00066427693548119641 -0.00042263147920201956 0.00014613753588192324 -0.00041099478940066683
leaf_weight=0.0011302906074703413 0.0010469114052992423 0.001000665780430599 0.001037965829995679 0.0014116391269782761 0.0011966821740577154 0.0010431566902008296 0.0010376060175272474 0.0016781279679987482 0.0010680317023779029 0.0015234929411345596
leaf_count=179 557 308 546 249 282 186 489 785 46 283
internal_value=0 2.57058e-05 -2.4547e-05 3.20009e-05 -2.24967e-05 6.9901e-05 1.04174e-06 -9.23339e-05 6.03973e-05 -0.000181387
internal_weight=0 0.0121277 0.0109974 0.0099594 0.00895874 0.00776205 0.0067189 0.00530726 0.00362913 0.00259152
internal_count=3910 3353 3174 2628 2320 2038 1852 1603 818 329
is_linear=0
shrinkage=0.00196078


Tree=5494
num_leaves=9
num_cat=0
split_feature=47 4 1 2 1 16 12 12
split_gain=1.78329e-05 3.75685e-05 4.20314e-05 7.95464e-05 8.63647e-05 3.75704e-05 3.56886e-05 2.90483e-05
threshold=0.087850000000000025 -0.06272999999999998 0.11235500000000002 0.10393500000000001 0.086560000000000012 -0.008069999999999999 0.091405000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 -2
right_child=7 2 -4 -5 -6 6 -8 -9
leaf_value=-0.016411449245682806 0.0010660535078477809 0.025196181955590313 0.024435064779856623 -0.021380309948182002 -0.010747380740457505 -0.0095188724746250036 0.016842858443616739 -0.020575806471982216
leaf_weight=0.0017293354739457822 0.0015715768901051067 0.0017265912490929576 0.0011498381484422882 0.0010141740326081892 0.0010908269274381042 0.0010325684898286965 0.0010216852712982365 0.0010245079487264698
leaf_count=1073 165 793 414 400 284 268 190 323
internal_value=0 0.00196135 0.00766707 0.0026351 0.0112798 -0.00555073 0.00359216 -0.0074746
internal_weight=0 0.00876502 0.00498143 0.00383159 0.00281742 0.00378359 0.00205425 0.00259608
internal_count=3910 3422 1891 1477 1077 1531 458 488
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=10
num_cat=0
split_feature=484 159 403 160 4 12 4 2 0
split_gain=6.09971e-05 6.36053e-05 4.59203e-05 6.73469e-05 5.16115e-05 7.09989e-05 4.78477e-05 6.44267e-05 9.96077e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.087440000000000004 -0.079684999999999992 -0.0017649999999999999 0.086935000000000012 0.27608500000000008 0.090815000000000021 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -6
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.00046684955961457216 -0.00041767120070537088 0.00043256968245008293 -0.00041265653779492769 0.00057477593267845251 0.00050194861082141558 9.9319844343262509e-06 0.00033264847394302909 -0.00045650662152442922 -0.00030175318723780342
leaf_weight=0.0010421726889144065 0.0011858184170957667 0.0013267447573057879 0.0010469210066284288 0.0015626235097309391 0.0010702924677976136 0.0018908423240931785 0.0010166934187103779 0.0015462127435067179 0.0013291267329401226
leaf_count=627 511 400 287 499 60 888 275 225 138
internal_value=0 2.77284e-05 -2.27124e-05 1.98055e-05 8.14477e-05 0.000265512 -4.66498e-05 -0.000144386 5.67486e-05
internal_weight=0 0.0119753 0.0106485 0.00960161 0.00841579 0.00345347 0.00496233 0.00394563 0.00239942
internal_count=3910 3283 2883 2596 2085 1387 698 423 198
is_linear=0
shrinkage=0.00196078


Tree=5496
num_leaves=9
num_cat=0
split_feature=133 4 157 160 133 2 16 2
split_gain=6.39932e-05 7.02984e-05 4.30996e-05 8.70945e-05 5.46844e-05 4.75138e-05 8.10433e-05 7.32627e-05
threshold=0.10599500000000002 -0.41745999999999994 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.10796500000000002 -0.14879499999999998 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=0.00047553813298347537 -0.00047425807421127252 0.00034546091954268322 -0.00051221725180614216 -0.00033553317666076458 0.000548006844216337 -0.00017692815013259076 -0.00024932197654269365 0.00032615100590596783
leaf_weight=0.0012531798411787838 0.0010257150681989768 0.0011414920516797005 0.0013870060669396106 0.0013961196156116419 0.0016334346769475193 0.0018729055332875342 0.0018370068276765466 0.0015838671734094943
leaf_count=235 557 393 743 836 182 344 352 268
internal_value=0 3.58298e-05 -1.49481e-05 -5.73158e-05 1.84893e-05 8.98395e-05 0.000188692 1.71224e-05
internal_weight=0 0.012105 0.0108518 0.00971034 0.00832333 0.00692721 0.00505431 0.00342087
internal_count=3910 3353 3118 2725 1982 1146 802 620
is_linear=0
shrinkage=0.00196078


Tree=5497
num_leaves=9
num_cat=0
split_feature=1 4 150 1 52 15 13 0
split_gain=1.69585e-05 3.50683e-05 3.39219e-05 3.71177e-05 3.32773e-05 2.74463e-05 2.35012e-05 1.224e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 -0.014099999999999998 -1.0000000180025095e-35 0.0015650000000000002 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -3 -1 -6
right_child=2 5 -4 4 7 -7 -8 -9
leaf_value=-0.0051831232037144641 -0.012299229539557649 -0.02585670641797452 0.016026472562593191 0.019321124355371314 0.0053897216393625231 -0.0039211448132872532 0.014557377953740919 -0.0098246197112950677
leaf_weight=0.0013513946724132697 0.0018214547217079652 0.0010169000104455804 0.0015517850055404552 0.0011377899125137357 0.0011066286446050283 0.0012991307101929781 0.0010891055546137715 0.0010126624052269328
leaf_count=472 706 1013 348 260 124 566 158 263
internal_value=0 -0.00473826 0.00308672 -0.000867122 0.00552605 -0.0135524 0.00362634 -0.00188016
internal_weight=0 0.00475653 0.00663032 0.00507854 0.00325708 0.00231603 0.0024405 0.00211929
internal_count=3910 2209 1701 1353 647 1579 630 387
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=10
num_cat=0
split_feature=48 2 48 2 1 42 3 52 1
split_gain=4.45172e-05 9.93859e-05 6.82227e-05 7.80869e-05 4.97683e-05 4.84676e-05 6.37146e-05 0.000110516 0.000116548
threshold=0.11930500000000001 0.11260500000000001 0.083775000000000002 0.089710000000000012 0.10786000000000001 -0.088669999999999985 -0.11266 0.084240000000000023 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 -7 8 -8
right_child=-2 4 3 -5 -6 6 7 -9 -10
leaf_value=0.00016534484175425901 -0.00039675667804981053 8.8538616198061555e-05 -0.00018005279934724838 0.00054410530187361001 0.00068644728121292954 0.00016094967715239163 0.00032485228850479892 -0.00076792770511560486 -0.00044166519169920414
leaf_weight=0.0014982470535589562 0.0010410431026396062 0.0010028544341531415 0.0010008223472433226 0.0013376787430232379 0.0011478513290044392 0.0012655224446841747 0.0012996603883464962 0.0015265139545550784 0.0018456811163403623
leaf_count=382 161 248 246 248 307 243 769 771 535
internal_value=0 2.60426e-05 -5.79262e-05 0.000234183 0.000407648 -0.000149794 -0.000229317 -0.000335033 -0.000124939
internal_weight=0 0.0119248 0.00977413 0.0023385 0.00215071 0.00743562 0.00593738 0.00467186 0.00314534
internal_count=3910 3749 3194 494 555 2700 2318 2075 1304
is_linear=0
shrinkage=0.00196078


Tree=5499
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 0 4 0 16
split_gain=5.38096e-05 5.21256e-05 8.04544e-05 0.000109552 8.62388e-05 9.56917e-05 7.0986e-05 3.99956e-05 0.00011945 1.90732e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.044604999999999992 0.10113500000000002 -0.053834999999999994 -0.077889999999999987 -0.10209999999999998 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 7 9 -6 -9 -4
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00044560009573915303 -0.00059061692727770999 -0.00040070076937670843 0.00012938695002339841 0.00080887232691749739 -0.00049461225142604336 0.0003794478585609877 -0.0002779567169003976 -0.00047958948472313239 0.00038864829185858917 0.00050776709386049924
leaf_weight=0.0010080079420101704 0.0010401537264491294 0.0010049352194230416 0.0010365499328064164 0.0010925172666183297 0.0010175356639093866 0.0019029303805429753 0.00124047771310098 0.0011813252558102718 0.0012579246231331463 0.001012469191127785
leaf_count=627 213 480 380 117 561 344 321 171 417 279
internal_value=0 2.64048e-05 6.62135e-05 0.000270908 -7.39415e-05 2.63291e-05 9.22377e-05 -0.00016806 -3.1838e-05 0.000316354
internal_weight=0 0.0117868 0.0107819 0.00438201 0.00639987 0.00535972 0.0032895 0.00345679 0.00243925 0.00204902
internal_count=3910 3283 2803 1097 1706 1493 980 1149 588 659
is_linear=0
shrinkage=0.00196078


Tree=5500
num_leaves=10
num_cat=0
split_feature=11 13 39 0 51 52 1 4 0
split_gain=1.61731e-05 2.59512e-05 5.52996e-05 5.77739e-05 4.42164e-05 4.49362e-05 3.76574e-05 3.08386e-05 2.39719e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.0084849999999999978 0.089525000000000007 0.086560000000000012 0.05309500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -8 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.00057274548172906294 -0.012017564572636009 0.017488868048877424 0.019697163726362144 -0.024013697265439074 0.0029297717683290508 0.012411085268617271 -0.030815109034710676 -0.0073082809798854318 0.021646368913415637
leaf_weight=0.0011155422601327189 0.0010474425635199529 0.0011057866392249361 0.0010662615819717414 0.0012746699244911511 0.0013573517966321961 0.0011598847760354736 0.0010373717800539434 0.0012079592501568559 0.0010458593342790156
leaf_count=300 279 531 387 329 885 612 361 120 106
internal_value=0 0.00102086 -0.00154592 -0.00471694 -0.000525482 -0.00470811 -0.0102196 -0.0181687 0.0107699
internal_weight=0 0.0103707 0.00820929 0.00714302 0.00586835 0.00476257 0.00360268 0.00224533 0.0021614
internal_count=3910 3631 3225 2838 2509 1978 1366 481 406
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=8
num_cat=0
split_feature=1 4 150 16 15 16 15
split_gain=1.61711e-05 3.22656e-05 3.17372e-05 3.4286e-05 4.40581e-05 6.45469e-05 2.56438e-05
threshold=0.085990000000000011 -0.15333499999999997 0.077110000000000012 -0.27337499999999998 -0.017214999999999998 -0.019979999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=0.0059776430116496365 -0.016228797809170217 -0.023867703940149174 0.015565967208009464 0.01036358744823105 0.017172518731453701 -0.022084581164320438 -0.0042854550570894647
leaf_weight=0.0017950489057942352 0.0011205373218009344 0.0010183575467785375 0.0015488168846407059 0.0013283267259262379 0.0014886680761626988 0.0011384799073001781 0.0019478928625822605
leaf_count=166 255 1021 348 212 632 254 1022
internal_value=0 -0.00460448 0.00303576 -0.000787511 0.00358682 -0.00461188 -0.0110083
internal_weight=0 0.0047613 0.00662483 0.00507601 0.00395547 0.00246681 0.00296625
internal_count=3910 2209 1701 1353 1098 466 2043
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=10
num_cat=0
split_feature=50 4 2 48 15 42 16 13 1
split_gain=1.5962e-05 4.35318e-05 4.24802e-05 4.45996e-05 6.06312e-05 5.45734e-05 4.90713e-05 7.35893e-05 9.87635e-05
threshold=0.088425000000000017 0.28937500000000005 0.113945 0.083775000000000002 -0.094449999999999992 0.084100000000000022 0.22945500000000005 -0.0101 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.031234615918197269 -0.012142592914862053 0.018929768122433386 -0.020032120699108411 -0.0031328918418170662 0.031362904634197442 -0.017413923763956184 -0.01598049056822105 -0.024185428808332961 0.018884173857776135
leaf_weight=0.0010318236949089011 0.0010101899310076467 0.0012006359641269252 0.0010714306249126606 0.0010288925724771655 0.0010093876478528344 0.0018587556676000275 0.0010130668733901354 0.0010012181311914946 0.0011370972233104484
leaf_count=381 689 396 310 250 225 926 193 425 115
internal_value=0 0.00102663 -0.00132214 0.00115878 0.01395 -0.00315637 0.0031788 0.00930144 -0.0012822
internal_weight=0 0.0103523 0.00915167 0.00808024 0.00203828 0.00604196 0.00418321 0.00317014 0.00213832
internal_count=3910 3221 2825 2515 475 2040 1114 921 540
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=11
num_cat=0
split_feature=484 159 133 160 12 15 2 2 16 3
split_gain=6.38476e-05 5.04164e-05 5.38743e-05 9.07145e-05 6.67155e-05 0.000115836 7.83639e-05 6.26746e-05 8.16832e-05 1.47722e-06
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.090054999999999982 -0.080184999999999992 0.10595000000000002 -0.095799999999999982 0.10113500000000002 0.091525000000000009 -0.083144999999999983 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 7 8 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00047999465619144035 -0.00043247655193390434 0.00039724481558683591 -0.00049138733389875915 -0.00017658637677132747 -0.00035211870418201912 0.00073631843347148681 -3.744481411813026e-05 0.00089022529443725238 3.5193881281378155e-05 -0.00028247506877009636
leaf_weight=0.0010258761764074904 0.0010665841338711396 0.0012811855954161485 0.0011223667523452682 0.0010134065575216609 0.0010831335875388327 0.001076699392227752 0.0016212077439149231 0.0010306595293793699 0.0015710012092571058 0.0010127125556066547
leaf_count=627 449 400 480 238 204 312 341 181 586 92
internal_value=0 2.98545e-05 -1.45601e-05 3.22067e-05 0.000102093 0.000169251 0.000321705 0.000479997 0.000320309 -0.000229513
internal_weight=0 0.011879 0.0105978 0.00953119 0.00840882 0.00732569 0.00529957 0.00367836 0.0026477 0.00202612
internal_count=3910 3283 2883 2434 1954 1750 1420 1079 898 330
is_linear=0
shrinkage=0.00196078


Tree=5504
num_leaves=11
num_cat=0
split_feature=484 133 484 16 160 0 52 2 4 16
split_gain=0.000119105 8.11176e-05 7.86393e-05 0.000111152 0.000124532 9.01727e-05 6.72661e-05 7.16355e-05 5.32767e-05 7.08703e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.087420000000000012 -0.014099999999999998 -0.075234999999999982 -0.017269999999999997 0.090640000000000012 0.113945 0.15927500000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 9 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00067048880585316014 -0.00037521648018052267 -0.00047871606484806313 -0.00043619678309740801 0.00098155483111638745 -6.6143742169104703e-05 0.00063585209806835 -0.00047111159192896594 -0.00036762841371830733 0.0004809389205158436 0.0002591311972294756
leaf_weight=0.0010086628710647009 0.0010831892379579073 0.0011048461040183621 0.0010457920539439008 0.0010046536341558393 0.0019599140691480064 0.0010974152039312465 0.0011038271793184593 0.0011885168086637771 0.001459408641665457 0.0018062565411764804
leaf_count=612 175 481 341 228 491 182 404 193 204 599
internal_value=0 2.92331e-05 7.69994e-05 0.000127143 0.000382641 0.000185835 -2.9128e-05 5.89776e-05 0.000175567 2.13283e-05
internal_weight=0 0.0128538 0.011749 0.0107032 0.00406198 0.00305733 0.0066412 0.00553737 0.00434885 0.00288945
internal_count=3910 3298 2817 2476 901 673 1575 1171 978 774
is_linear=0
shrinkage=0.00196078


Tree=5505
num_leaves=9
num_cat=0
split_feature=484 1 160 133 2 16 2 4
split_gain=1.55247e-05 4.64882e-05 5.6208e-05 6.036e-05 5.00832e-05 4.40291e-05 4.02967e-05 4.07728e-05
threshold=0.084225000000000008 0.12263000000000002 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.15168999999999996 0.086650000000000019 -0.082224999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=-0.025834980152493154 0.010479188635741937 0.014803281662996638 -0.022592741879734583 0.020513598044623216 -0.017908673266275273 -0.013378001702300208 -0.0062869238863094458 0.019173212508849964
leaf_weight=0.0010590853339715973 0.0012256532360584377 0.0015023836285047798 0.001127858642694983 0.0015529839884274805 0.0010160288122733271 0.0013486371761949859 0.0011216935431399011 0.0014320057554652646
leaf_count=731 470 333 806 166 238 530 217 419
internal_value=0 -0.00143485 -0.00425248 -0.00124457 0.00247609 0.00627266 0.000605298 0.00799004
internal_weight=0 0.0101607 0.00865829 0.00759921 0.00647135 0.00545532 0.00390234 0.0025537
internal_count=3910 3440 3107 2376 1570 1332 1166 636
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=10
num_cat=0
split_feature=484 159 49 51 0 2 2 3 0
split_gain=6.76993e-05 5.00847e-05 3.97862e-05 4.15169e-05 6.73064e-05 6.44217e-05 7.55397e-05 3.61312e-05 5.3466e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10447000000000002 0.08955500000000001 -0.18087499999999998 0.10393500000000001 0.092340000000000019 -0.074234999999999982 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00050235107560990218 0.00042535612631423435 0.0003969238783611743 0.00033516554079866947 -0.00043137461073825705 -0.00030420046982418636 -0.0004648038816075127 0.00042857892777480462 -0.00033436652825021809 0.0002560534594563998
leaf_weight=0.0010015506886264956 0.0011629008840624046 0.0012670442694464037 0.00110792434211674 0.001019019821352214 0.0011033138991792838 0.0013740196254458771 0.0012757620979812496 0.0017280167563159033 0.0016112972130078464
leaf_count=627 124 400 290 284 561 379 308 300 637
internal_value=0 2.88944e-05 -1.60197e-05 -5.79728e-05 -1.18807e-05 -8.35719e-05 8.03083e-06 -0.000112735 2.83465e-05
internal_weight=0 0.0116493 0.0103823 0.00927433 0.00825531 0.00709241 0.00571839 0.00444263 0.00271461
internal_count=3910 3283 2883 2593 2309 2185 1806 1498 1198
is_linear=0
shrinkage=0.00196078


Tree=5507
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.65685e-05 3.13624e-05 5.88293e-05 3.00545e-05 5.81493e-05 8.97177e-05 9.55227e-05 8.04741e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.011468613770207581 -0.014769183399018124 -0.018641349807333212 -0.011960291347740121 -0.011525383735399138 0.036025053246509911 0.03352801086038678 -0.017332260106803356 -0.00098414073762179339
leaf_weight=0.0011083815817698435 0.0014987238921367512 0.0013121689649458548 0.0013071515633086526 0.001031420699570418 0.0010756594853958091 0.0013739374822286897 0.0013735593467759529 0.0012947462887821907
leaf_count=502 866 847 319 138 463 283 208 284
internal_value=0 -0.00140075 0.000884167 0.00432021 0.00686392 0.0116718 0.0036511 0.0158102
internal_weight=0 0.0102674 0.00876864 0.00745647 0.00642505 0.0051179 0.00374397 0.00237041
internal_count=3910 3408 2542 1695 1557 1238 955 747
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=10
num_cat=0
split_feature=48 4 12 3 150 48 42 52 52
split_gain=5.22726e-05 7.08975e-05 7.0597e-05 9.98161e-05 4.7212e-05 5.64936e-05 6.23095e-05 5.82987e-05 7.5666e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 0.083775000000000002 -0.087904999999999983 -0.0066199999999999991 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -9
right_child=-2 -3 3 -5 -6 -7 7 8 -10
leaf_value=-0.00049033122800328302 -0.00043477997565806068 0.00046411327125392117 0.00034339446192021677 0.0004895047963758138 -0.0004236695872135007 0.00040710413843723963 -0.00054682309856820036 0.00021951031658669129 -0.00039486615584690874
leaf_weight=0.001122410644858165 0.0010221793276315059 0.0012744497756794195 0.0010832579435134729 0.0015213078479084235 0.0011652420720654451 0.0011133617334385401 0.0012152616798668716 0.0018150834434453125 0.0013394683385978003
leaf_count=275 161 388 382 130 219 308 653 596 798
internal_value=0 2.76717e-05 -2.59381e-05 3.03939e-05 -5.99421e-05 4.6029e-06 -7.75764e-05 -0.000181933 -4.13628e-05
internal_weight=0 0.0116498 0.0103754 0.00925298 0.00773168 0.00656643 0.00545307 0.00436981 0.00315455
internal_count=3910 3749 3361 3086 2956 2737 2429 2047 1394
is_linear=0
shrinkage=0.00196078


Tree=5509
num_leaves=8
num_cat=0
split_feature=133 0 48 2 0 0 4
split_gain=1.88208e-05 2.44492e-05 6.51282e-05 6.35751e-05 3.64977e-05 8.2461e-05 2.64484e-05
threshold=-0.088019999999999987 -0.10575999999999998 0.087945000000000009 0.11085000000000002 -0.077944999999999987 0.048265000000000009 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -3 -6 -2
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.011338949852547783 0.021734259315164053 -0.02274284273225597 -0.01213748460969883 0.015211025415568208 0.0076671025139633114 -0.027035108815030823 0.0014336169835328857
leaf_weight=0.0012695813415005116 0.0016119120632317125 0.0016805777475728087 0.0015436628393357514 0.0011598983952546991 0.0019755449629015394 0.0010480089013917672 0.0010663149413154965
leaf_count=574 246 1409 187 443 668 196 187
internal_value=0 -0.00158022 0.00422233 -0.00575785 -0.0109281 -0.0043612 0.0136517
internal_weight=0 0.0100859 0.00422189 0.00586403 0.00470413 0.00302355 0.00267823
internal_count=3910 3336 620 2716 2273 864 433
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=9
num_cat=0
split_feature=47 43 16 16 52 16 3 48
split_gain=1.67718e-05 3.79634e-05 4.95481e-05 4.37447e-05 5.48756e-05 5.12968e-05 6.95043e-05 9.19101e-06
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 0.090640000000000012 -0.08286499999999998 -0.080744999999999997 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.01743024539948269 -0.011962159455032016 0.028743286525739403 -0.01717665733350747 0.017421758770645165 -0.020701681059086367 -0.013057572430397034 0.0052206614260148741 -0.0080762038892899009
leaf_weight=0.0012535704337263082 0.0010822966788291083 0.0012380134059607902 0.0015875553002983678 0.0015189222372619972 0.0011991457915073965 0.00136354137668237 0.0010804767645112116 0.001001829999610869
leaf_count=261 179 442 494 643 654 754 351 132
internal_value=0 0.00112749 -0.0011459 0.00229235 -0.00161388 0.00327291 0.00997928 -0.00117667
internal_weight=0 0.0102431 0.00898948 0.00740193 0.00588301 0.00468386 0.00332032 0.00208231
internal_count=3910 3731 3470 2976 2333 1679 925 483
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=8
num_cat=0
split_feature=11 4 1 15 13 4 4
split_gain=1.8269e-05 2.63761e-05 3.3357e-05 5.85014e-05 5.33619e-05 7.32053e-05 7.71053e-05
threshold=0.077330000000000024 -0.39075499999999991 1.0000000180025095e-35 0.083935000000000023 -0.0010249999999999997 0.0057500000000000008 0.074650000000000008
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=0.013937369630080533 -0.012737284597111398 -0.02406440900895675 0.016919510131465344 0.0047557831841345214 -0.022042985707156286 0.026307924331935757 -0.0078878808144816712
leaf_weight=0.0013976687640589571 0.0010403080215917208 0.0014258916916281689 0.0019578335893257227 0.0013918169084704013 0.0013661767596220157 0.0011291957384476912 0.0015848344184015387
leaf_count=158 279 1073 1012 856 246 78 208
internal_value=0 0.00117059 -0.000844342 -0.00982858 0.00334824 -0.00316376 0.00633958
internal_weight=0 0.0102534 0.00885575 0.00281771 0.00603804 0.00408021 0.00271403
internal_count=3910 3631 3473 1929 1544 532 286
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=10
num_cat=0
split_feature=48 48 13 13 160 1 0 12 16
split_gain=4.66687e-05 6.59941e-05 4.67048e-05 0.000102501 5.43664e-05 7.2712e-05 4.85464e-05 3.51963e-05 2.65949e-05
threshold=0.11930500000000001 0.092755000000000018 -0.014114999999999997 -0.094679999999999986 -0.081519999999999995 0.092550000000000007 -0.10209999999999998 0.090585000000000013 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 -1 -7
right_child=-2 -3 4 -5 5 8 -8 -9 -10
leaf_value=-0.00014922481454610273 -0.00041999301179954427 0.00046422200983575518 0.00046341934788369019 -0.000537315324449399 -0.00015473155882947683 -0.00051639829608506104 0.00036558696358648512 0.00034299728916594493 -6.8535568718236343e-05
leaf_weight=0.0011534838993774294 0.0010011385954538802 0.0011628600626494351 0.0011483608033039331 0.0018229056554085019 0.0010604142287665985 0.0010326847382578345 0.0019704987803814992 0.00108280985470184 0.0010067009843401334
leaf_count=302 161 287 219 1634 112 167 673 96 259
internal_value=0 2.14875e-05 -2.86044e-05 -0.000192206 7.81857e-05 -9.06502e-06 0.000183545 8.91083e-05 -0.00029532
internal_weight=0 0.0114407 0.0102779 0.0040592 0.00621866 0.0050703 0.00303091 0.00223629 0.00203939
internal_count=3910 3749 3462 2032 1430 1211 785 398 426
is_linear=0
shrinkage=0.00196078


Tree=5513
num_leaves=10
num_cat=0
split_feature=484 52 49 42 1 12 2 52 0
split_gain=6.16833e-05 4.4081e-05 3.93254e-05 6.25646e-05 6.1826e-05 4.58669e-05 6.64744e-05 3.84435e-05 7.91226e-05
threshold=-1.0000000180025095e-35 -0.068164999999999989 -0.006494999999999999 0.091590000000000019 0.10752500000000002 0.088375000000000023 0.085155000000000022 -0.27466499999999994 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 6 -4 -2 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00047868154170941664 -0.00011515259365067336 -0.00032932719711394851 -0.00016568390538063656 -0.00041389023801118653 0.00048279002207593925 -0.0002507668793457725 0.0005003885836696515 -6.7971483403320686e-05 0.00062955379859569221
leaf_weight=0.0010028080577031912 0.0010082699179538922 0.001583724873167624 0.0011488445378466338 0.001083912697926034 0.0012583104373418497 0.0017795979566341169 0.0011554308005152995 0.0010776991858349081 0.0014891897447714385
leaf_count=627 379 335 374 520 220 612 316 80 447
internal_value=0 2.82295e-05 -5.25767e-05 1.56291e-05 0.000102777 -1.43111e-05 0.000168304 0.000209268 0.0003367
internal_weight=0 0.011585 0.00800982 0.0064261 0.00534218 0.00408387 0.00230428 0.00357516 0.00256689
internal_count=3910 3283 2377 2042 1522 1302 690 906 527
is_linear=0
shrinkage=0.00196078


Tree=5514
num_leaves=8
num_cat=0
split_feature=52 0 16 12 2 16 0
split_gain=1.59215e-05 2.96772e-05 3.54177e-05 2.96615e-05 4.61443e-05 5.09317e-05 5.99312e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.26364000000000004 0.10129000000000001 0.085155000000000022 -0.014099999999999998 -0.13506999999999997
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=-0.0066699726284467813 -0.013004195834314544 0.022468706347924163 -0.0022138506022831511 -0.017722496707342709 -0.015630159979792495 0.022499104140336883 0.011545340701268808
leaf_weight=0.0013377096866633827 0.0019471875360484187 0.0013641225623692486 0.0010131175994082093 0.001126044032904251 0.0015268888105372941 0.0012583750948245453 0.0017321053120824986
leaf_count=128 969 648 414 364 261 303 823
internal_value=0 0.00524494 0.0119496 -0.00274463 -0.000135673 0.00541123 -0.0011868
internal_weight=0 0.00371495 0.00237724 0.0075906 0.00646456 0.00451737 0.00325899
internal_count=3910 1190 1062 2720 2356 1387 1084
is_linear=0
shrinkage=0.1


Tree=5515
num_leaves=12
num_cat=0
split_feature=484 133 16 0 1 15 48 52 43 16 1
split_gain=0.000106674 6.93329e-05 7.9375e-05 0.000167234 6.33851e-05 6.786e-05 5.55216e-05 8.77209e-05 7.42443e-05 5.63092e-05 3.80785e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.18936500000000003 -0.017269999999999997 1.0000000180025095e-35 0.083935000000000023 0.087945000000000009 -0.021309999999999996 -0.0037249999999999996 -0.088144999999999987 0.11097000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -6 -9 -10 -8
right_child=1 -3 3 -5 6 -7 10 8 9 -11 -12
leaf_value=-0.00062291094468641813 -0.00053431049802587442 -0.00045363065825964921 -6.6177746765899904e-05 0.00097120822173952983 0.00069275379467584558 6.6128051415401777e-05 9.7568925437979462e-05 -0.00037411457509255218 0.00060529652294845446 -3.6748339841924405e-05 -0.0004341680004416629
leaf_weight=0.0010264661970520823 0.0015056581420040919 0.0010292135825984748 0.0013489010478581424 0.0010724730028053167 0.0011576844611218906 0.0013933468616121913 0.0010724071946340767 0.0010172838241171152 0.0010088210411666129 0.0010954667444309318 0.0010011636726832084
leaf_count=612 588 481 310 154 232 569 125 337 215 155 132
internal_value=0 3.42332e-05 7.72476e-05 0.0003933 -5.46923e-06 -0.000245722 0.000104166 0.000231767 6.08023e-05 0.000271056 -0.000159165
internal_weight=0 0.0127024 0.0116732 0.00242137 0.00925183 0.00289901 0.00635283 0.00427926 0.00312157 0.00210429 0.00207357
internal_count=3910 3298 2817 464 2353 1157 1196 939 707 370 257
is_linear=0
shrinkage=0.00196078


Tree=5516
num_leaves=12
num_cat=0
split_feature=484 159 160 133 12 15 13 133 1 15 48
split_gain=6.31529e-05 4.21e-05 4.10396e-05 7.0336e-05 6.11318e-05 0.000100589 7.94001e-05 6.58821e-05 0.000103606 0.000126689 5.24826e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 -0.090054999999999982 0.10595000000000002 -0.095799999999999982 -0.083514999999999992 1.0000000180025095e-35 0.084330000000000016 -0.048914999999999993 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 10 -7 8 -8 -10 -5
right_child=1 -3 3 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.00047406080624201369 -0.00035150916642724212 0.00035874455106991619 -0.00045949117159429695 8.4064969448626112e-05 -0.00035784654134406792 0.00072386404592664308 0.00078618554201112631 -0.00026901742101890141 0.00053206679609487783 -0.0004519916677314829 -0.00053688704879419318
leaf_weight=0.0010550586482974559 0.0012281151207121027 0.0013052787340542419 0.001011906495253301 0.0010850430612937521 0.0010415457930745596 0.0012502136677189852 0.0011005985217219499 0.0010327703895396546 0.001001661407053731 0.0010103254440974267 0.0010108233589369653
leaf_count=627 529 400 400 213 204 273 255 488 110 294 117
internal_value=0 2.61731e-05 -1.41219e-05 2.92888e-05 8.72521e-05 0.000149135 0.000290742 0.000160115 0.000302503 3.79188e-05 -0.000215416
internal_weight=0 0.0120783 0.010773 0.00954489 0.00853298 0.00749144 0.00539557 0.00414536 0.00311259 0.00201199 0.00209587
internal_count=3910 3283 2883 2354 1954 1750 1420 1147 659 404 330
is_linear=0
shrinkage=0.00196078


Tree=5517
num_leaves=12
num_cat=0
split_feature=484 15 12 12 133 151 2 16 2 12 4
split_gain=0.00014204 7.09305e-05 0.000110728 9.86743e-05 9.45321e-05 7.41774e-05 0.000137267 8.60115e-05 6.02031e-05 4.45287e-05 4.34111e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.036459999999999992 0.086975000000000011 -0.044604999999999992 0.086545000000000025 -0.0021449999999999998 0.11203000000000002 0.092365000000000017 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7 10 -4 -8
right_child=1 2 9 4 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00071191774643903217 -0.00039282608542655665 -0.00066109971285008859 0.00031132826148663441 -0.00010720566131372852 -0.00033748112596832403 -0.00027452715621503624 0.00056764407631508583 0.00046939769860744845 0.00028374703962082669 -0.00024172079489609877 0.0011218307369099422
leaf_weight=0.0010259931714209731 0.0011913797077300085 0.0012468734437390471 0.0012633129770216692 0.0014364816252209521 0.001053985480480084 0.001416190370048959 0.0010953319819546471 0.0010336522904801006 0.0011244756355535891 0.0010049911138792725 0.0010785428766511003
leaf_count=612 448 421 464 263 332 182 229 142 182 468 167
internal_value=0 4.6005e-05 -0.00019172 0.00013462 0.000210894 0.00029134 0.000390937 3.93541e-05 0.000652074 6.62952e-05 0.000842597
internal_weight=0 0.0129452 0.00351518 0.00943004 0.00823866 0.00718467 0.00574819 0.00244984 0.00329835 0.0022683 0.00217387
internal_count=3910 3298 1353 1945 1497 1165 902 324 578 932 396
is_linear=0
shrinkage=0.00196078


Tree=5518
num_leaves=11
num_cat=0
split_feature=484 15 12 12 151 2 4 0 0 12
split_gain=0.000128263 7.99142e-05 0.000113921 7.03658e-05 8.30776e-05 8.23349e-05 0.000122472 9.96704e-05 9.79722e-05 6.79127e-05
threshold=-0.0043499999999999988 1.0000000180025095e-35 0.086865000000000012 -0.036459999999999992 -0.044604999999999992 0.106285 -0.17479499999999998 -0.070894999999999986 -0.13027499999999997 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 -8 -4
right_child=1 2 9 4 5 -7 7 -9 -10 -11
leaf_value=-0.00067306982185420794 -0.00030528809089406703 -0.00068267505178218704 0.00037077461136042624 -0.00019011474182688105 -0.00043787961980121563 0.00066024788497675917 0.00057040593441530117 0.00082068308165578272 -0.00021393255681099402 -0.00031661598199220241
leaf_weight=0.0010239089033313243 0.0011727134869092522 0.0012373281618720711 0.0012191684981275191 0.0016080344398589847 0.0010022698047284511 0.0018287180422473914 0.0010629530159706184 0.0011268451592912356 0.0014441583735149766 0.0010106874603929155
leaf_count=612 448 421 427 342 113 336 98 119 489 505
internal_value=0 4.83208e-05 -0.000205543 0.000143521 0.000208717 0.000307919 0.000168946 0.000336312 0.000118608 5.92132e-05
internal_weight=0 0.0127129 0.00346718 0.00924569 0.00807298 0.00646494 0.00463623 0.00363396 0.00250711 0.00222986
internal_count=3910 3298 1353 1945 1497 1155 819 706 587 932
is_linear=0
shrinkage=0.00196078


Tree=5519
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 15 0 15 48 3
split_gain=7.78833e-05 7.80696e-05 9.44455e-05 0.00012231 8.46239e-05 0.000108554 7.32855e-05 4.36672e-05 5.76075e-05 2.65368e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.085120000000000015 -0.053834999999999994 -0.095799999999999982 0.091065000000000021 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 7 -6 9 8 -2 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00052268941253217802 0.00017724497308753542 -0.0004834060033188507 0.00054026500910470175 0.00084285808769737328 -0.00084189803093975032 -1.7604884191224638e-05 -0.00025179732641587247 0.00040739211395552272 -0.00039474519565688675 0.00010328460071014075
leaf_weight=0.0010761803518759801 0.0018431523840750515 0.0010531249018816144 0.0011204623516793194 0.0011541391641358796 0.0010432878679065248 0.0014936372997780296 0.0013472562802086452 0.001232920856252945 0.0010699204020712862 0.0010213252887024179
leaf_count=627 360 480 478 117 301 587 321 321 137 181
internal_value=0 2.72453e-05 7.47267e-05 0.000289537 -7.45201e-05 -0.000356588 0.000106504 9.80768e-05 -3.2837e-05 0.000331888
internal_weight=0 0.0123792 0.0113261 0.00464318 0.00668292 0.00253693 0.00348904 0.00414599 0.00291307 0.00214179
internal_count=3910 3283 2803 1097 1706 888 980 818 497 659
is_linear=0
shrinkage=0.00196078


Tree=5520
num_leaves=8
num_cat=0
split_feature=1 4 457 2 3 3 3
split_gain=1.5888e-05 3.65346e-05 3.00207e-05 4.91055e-05 5.67279e-05 3.16444e-05 2.96425e-05
threshold=0.085990000000000011 -0.15796999999999997 0.041935000000000007 0.11462500000000002 0.090325000000000003 -0.078884999999999997 -0.084129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -3
right_child=2 6 -4 -5 -6 -7 -8
leaf_value=0.0070856125330745956 -0.012994592339581612 -0.024504407732495227 0.017246885203471524 0.015095198395395238 -0.025569371271340131 0.0090088765290590785 -0.0038701300242775906
leaf_weight=0.0017249311984824395 0.0010051511838789755 0.0010731877633336374 0.0012112099486240807 0.0015247904868447883 0.001079935806092047 0.001868799731832382 0.0019819291141529392
leaf_count=146 505 902 212 364 149 471 1161
internal_value=0 -0.00454932 0.00299969 -0.000150038 -0.00602926 0.00131326 -0.0111184
internal_weight=0 0.00478005 0.00668989 0.00547868 0.00395389 0.00287395 0.00305512
internal_count=3910 2209 1701 1489 1125 976 2063
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=10
num_cat=0
split_feature=48 4 12 3 48 2 42 2 0
split_gain=6.81467e-05 0.000122071 9.37215e-05 0.000161747 6.09652e-05 6.49538e-05 4.60602e-05 3.40254e-05 4.66078e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.090910000000000005 0.095195000000000016 -0.088669999999999985 0.086545000000000025 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00056215263370124416 -0.0004875332586190653 0.00058918574084544108 0.00031073048870625494 0.00059290627767728647 0.00036245793275293576 -0.00053390054066195739 -8.5931045151631336e-05 8.9118137798825e-05 -0.0005996159785855808
leaf_weight=0.0011631070368660007 0.0010499549350464861 0.0013491491539108424 0.0010534082785437614 0.0016160337704360711 0.0010117457934712424 0.0013781221596171171 0.0019179534803376857 0.0015696504640603536 0.0010513266141227503
leaf_count=275 161 388 308 130 227 603 574 710 534
internal_value=0 3.3207e-05 -3.64959e-05 2.72027e-05 -8.73265e-05 -0.000152612 -5.86505e-05 -0.000144378 -0.00026781
internal_weight=0 0.0121105 0.0107613 0.00959824 0.00798221 0.00697046 0.00559234 0.00453893 0.00296928
internal_count=3910 3749 3361 3086 2956 2729 2126 1818 1108
is_linear=0
shrinkage=0.00196078


Tree=5522
num_leaves=8
num_cat=0
split_feature=42 160 160 4 133 3 0
split_gain=1.6493e-05 3.13543e-05 4.40005e-05 4.35334e-05 4.70409e-05 5.82408e-05 3.89301e-05
threshold=0.092145000000000019 -0.088224999999999984 -1.0000000180025095e-35 0.25367000000000006 0.083815000000000014 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.017480233441978126 -0.0090006001117347977 -0.017944577955281565 -0.024046933217178358 0.019698773850439149 0.013371113196141361 -0.010326250965128802 0.011798728764409738
leaf_weight=0.0010878968073888074 0.0017749821205934402 0.001242541431823483 0.001313163610310193 0.0012147077303876997 0.0016598143095634468 0.0015558288588407646 0.0016268754062199187
leaf_count=511 832 478 860 284 478 172 295
internal_value=0 0.00148371 -0.000536802 0.0023979 -0.0010161 -0.00632767 0.000983184
internal_weight=0 0.00970083 0.00861293 0.00737039 0.00615568 0.00449587 0.0031827
internal_count=3910 3078 2567 2089 1805 1327 467
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=11
num_cat=0
split_feature=133 48 50 4 3 150 0 43 16 2
split_gain=7.42512e-05 9.00897e-05 0.000103598 0.000156444 0.00010847 6.17997e-05 6.24488e-05 0.000157481 6.14052e-05 2.2122e-05
threshold=0.10599500000000002 0.11930500000000001 0.07992500000000001 0.28937500000000005 0.10420500000000001 0.086645000000000014 -0.10071499999999999 -0.074254999999999988 0.15737500000000001 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 -8 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=7.8205245717488742e-05 -0.00051393803531016085 -0.00053001846431461328 -0.0005182943049517162 0.0008431396772310601 0.00050875685231161069 -0.00044151336926149474 -8.2212951379647499e-05 -0.00053743329175351775 0.00059696817552534179 0.00044223586730454299
leaf_weight=0.0012013769172145583 0.0010368748774988801 0.001007731058175222 0.0010100536763051971 0.0010878895368377573 0.0016823470325754777 0.0012413083760108735 0.0010364109032201508 0.0018383651510226581 0.0010110722810039371 0.001377958155871762
leaf_count=53 557 135 564 340 141 240 444 954 200 282
internal_value=0 3.21087e-05 8.14239e-05 0.000139242 5.76813e-05 -4.07896e-05 3.61489e-05 -0.000120856 0.000253175 0.000272681
internal_weight=0 0.0124945 0.0114868 0.0104767 0.00938884 0.00770649 0.00646518 0.00388585 0.00204748 0.00257934
internal_count=3910 3353 3218 2654 2314 2173 1933 1598 644 335
is_linear=0
shrinkage=0.00196078


Tree=5524
num_leaves=11
num_cat=0
split_feature=48 48 51 0 42 13 4 4 133 4
split_gain=6.52525e-05 7.27272e-05 6.50133e-05 9.22656e-05 4.52305e-05 5.33103e-05 4.41774e-05 6.47129e-05 6.66776e-05 8.96989e-05
threshold=0.11930500000000001 0.095285000000000009 0.08955500000000001 -0.17106499999999999 0.086325000000000013 -0.064174999999999982 0.15927500000000003 -0.0025899999999999994 0.065880000000000008 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.00050983837848643542 -0.0004793860873526917 0.00053986703956210888 -0.00048312594943851662 -0.00043996443624824254 -0.00051983266729687067 7.4959258570433292e-05 0.00039729166256819695 -0.00035798661889619896 0.00052087150733362889 0.00035427470192593097
leaf_weight=0.0013697683520215 0.0010269437814434653 0.0010070630743051938 0.0010161806285050633 0.0011773140904161206 0.0013695646655743218 0.0010041004256869811 0.0011486673504774525 0.0015689971327891919 0.0010961808795465801 0.0010206310220813601
leaf_count=152 161 243 355 441 967 202 249 329 424 387
internal_value=0 3.59701e-05 -1.11413e-05 3.80243e-05 -3.90468e-05 -0.000268226 5.1441e-05 -3.02487e-05 0.000125853 -7.1154e-05
internal_weight=0 0.0117785 0.0107714 0.00975522 0.00838546 0.00237367 0.00601179 0.00486312 0.00329413 0.00219795
internal_count=3910 3749 3506 3151 2999 1169 1830 1581 1252 828
is_linear=0
shrinkage=0.00196078


Tree=5525
num_leaves=9
num_cat=0
split_feature=52 160 15 160 133 2 13 16
split_gain=1.57236e-05 3.29487e-05 6.1404e-05 2.58537e-05 3.0818e-05 3.04165e-05 3.82016e-05 3.56563e-05
threshold=-0.048794999999999991 -0.0098349999999999983 -0.053579999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11339500000000001 0.025140000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 -6
right_child=3 2 -4 4 5 -7 -8 -9
leaf_value=0.020699131645609586 -0.014949360158756368 0.011696259477386742 -0.018594585048812211 -0.014513430960728563 0.023614882753352079 -0.011819210671642729 -0.0094366528866446173 0.0019939774778363652
leaf_weight=0.0010016080197502923 0.0014129012399564629 0.0016691922989601996 0.0011171089160814933 0.0011854035275696466 0.0015381999602660495 0.0010474616649772308 0.0010229704884525625 0.0015130502137504589
leaf_count=278 924 490 422 742 361 221 163 309
internal_value=0 0.00514361 -0.000448218 -0.0027226 1.64165e-05 0.00337932 0.00728679 0.0128935
internal_weight=0 0.00378791 0.0027863 0.00771999 0.00630709 0.00512168 0.00407422 0.00305125
internal_count=3910 1190 912 2720 1796 1054 833 670
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=10
num_cat=0
split_feature=484 133 0 12 47 15 42 151 48
split_gain=5.37738e-05 5.56134e-05 5.92731e-05 9.99378e-05 6.01588e-05 7.12298e-05 0.000188103 0.000124358 8.28184e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.017269999999999997 -0.0089849999999999982 0.09252500000000001 1.0000000180025095e-35 0.083215000000000011 -0.044604999999999992 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00043491232868835179 -0.00054184087030758612 -0.0004109507332763989 0.00038301263776027407 -0.00019195233561089688 -0.00023517928715378813 -0.00055727782237771715 0.00055782494283152103 0.00087167623246395276 0.0001562796425965806
leaf_weight=0.0010323838959208432 0.0011244479257586171 0.0010007997016250976 0.0019381470751748476 0.001151099548965502 0.0017723727998463414 0.001386298583180199 0.0010019618325907071 0.0015411171072999472 0.001043342063877169
leaf_count=627 393 480 366 248 216 553 395 469 163
internal_value=0 3.15041e-05 7.19108e-05 5.06845e-06 8.29504e-05 0.000175024 -8.94518e-05 0.000344112 0.000582872
internal_weight=0 0.0119596 0.0109588 0.00902064 0.00789619 0.00612382 0.00238826 0.00373556 0.00258446
internal_count=3910 3283 2803 2437 2044 1828 948 880 632
is_linear=0
shrinkage=0.00196078


Tree=5527
num_leaves=8
num_cat=0
split_feature=133 0 48 2 15 15 4
split_gain=1.77565e-05 2.69959e-05 5.91831e-05 5.46264e-05 3.68922e-05 5.51843e-05 2.18951e-05
threshold=-0.088019999999999987 -0.10575999999999998 0.087945000000000009 0.11085000000000002 -0.016339999999999997 0.014775000000000002 0.24280000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -3 -6 -2
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.010931468435743896 0.020832686985273866 6.3646506497088906e-05 -0.010943171653132288 0.013506179322710785 -0.030343777033161892 -0.0023512612835217155 0.002469885277398162
leaf_weight=0.0012902317119456051 0.0016251355374539594 0.0019298480869286419 0.0015632409192203427 0.0011687117996315522 0.0015769663780475654 0.0012725777887617916 0.0010814324502719521
leaf_count=574 246 878 187 443 427 968 187
internal_value=0 -0.00151846 0.00454825 -0.0058734 -0.0106123 -0.0178426 0.0134957
internal_weight=0 0.0102179 0.00426981 0.0059481 0.00477939 0.00284954 0.00270657
internal_count=3910 3336 620 2716 2273 1395 433
is_linear=0
shrinkage=0.1


Tree=5528
num_leaves=11
num_cat=0
split_feature=48 48 51 2 133 3 1 4 15 3
split_gain=6.52992e-05 8.78142e-05 6.32704e-05 7.86142e-05 4.69287e-05 7.32912e-05 6.74217e-05 0.000124212 0.000108297 9.31745e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11260500000000001 0.092000000000000012 -0.10315499999999998 0.092550000000000007 1.0000000180025095e-35 -0.064869999999999983 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -8 -7
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11
leaf_value=0.00039382288852375251 -0.00047361617300386156 0.00058181534071284732 -0.00047392877845967702 0.00045078251423802781 -0.00042322356045870361 -0.00044792417608829053 -0.00082371520490677409 0.00060797274661071718 5.8504282796547025e-05 0.00030700504751828418
leaf_weight=0.0015434219924738155 0.0010699128424212301 0.0010216718012104895 0.001062440938611184 0.0014546150994560548 0.0010853570274052754 0.0016584823055981876 0.0010263946010048281 0.0011542163715822671 0.0011172975492194069 0.0010121605597422367
leaf_count=275 161 239 357 433 533 1092 237 261 239 83
internal_value=0 3.16915e-05 -1.88777e-05 2.9219e-05 -4.2107e-05 1.29581e-05 -8.55306e-05 7.04853e-05 -0.0003639 -0.00016181
internal_weight=0 0.0121361 0.0111144 0.0100519 0.00859733 0.00751197 0.00596855 0.00382486 0.00214369 0.00267064
internal_count=3910 3749 3510 3153 2720 2187 1912 1436 476 1175
is_linear=0
shrinkage=0.00196078


Tree=5529
num_leaves=11
num_cat=0
split_feature=158 48 50 1 47 0 4 0 13 4
split_gain=6.05404e-05 7.63701e-05 9.13615e-05 0.000101338 0.000106231 7.29633e-05 9.23719e-05 7.56908e-05 5.56477e-05 6.70673e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.11198000000000001 0.08593000000000002 -0.076734999999999984 -0.49837999999999999 -0.17106499999999999 -0.084084999999999979 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 -1 -9 -10
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11
leaf_value=0.00023924123162159276 -0.00047086777221267502 -0.00047507903168629432 -0.0004946260449880664 0.00095559293301784821 7.4979414951296768e-05 -0.00020971471586309504 0.00051917533757682508 -0.00065437579206752865 0.00022146322170965319 -0.00039660574589335258
leaf_weight=0.001666640352539394 0.0010317489747762388 0.0010811794258832408 0.0010056596132994701 0.0010372956868212966 0.0010698919926454302 0.0010086694278327148 0.0019818838525278541 0.0010175854926826448 0.0012325979811950996 0.001492065205950577
leaf_count=137 488 150 638 306 79 135 508 498 743 228
internal_value=0 2.31749e-05 6.99686e-05 0.00012401 0.000508475 2.7558e-05 0.000273331 -0.000108329 -0.000263122 -0.000117
internal_weight=0 0.0125935 0.0115123 0.0105066 0.00210719 0.00839944 0.00299055 0.00540889 0.00374225 0.00272466
internal_count=3910 3422 3272 2634 385 2249 643 1606 1469 971
is_linear=0
shrinkage=0.00196078


Tree=5530
num_leaves=9
num_cat=0
split_feature=0 43 12 16 15 15 16 4
split_gain=1.74951e-05 4.71283e-05 5.41266e-05 3.75358e-05 5.09985e-05 5.42301e-05 4.72069e-05 3.296e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.091405000000000014 -0.19424999999999998 0.079360000000000014 -0.064869999999999983 -0.063614999999999991 -0.48072499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -2
right_child=7 3 -4 4 -6 -7 -8 -9
leaf_value=-0.02903156890388511 -0.0059294998770989095 -0.010144890960198617 0.0016550325709086611 0.016521738580418485 -0.012849274077895108 0.02868148319658817 -0.0098370736453927948 0.018110839091309054
leaf_weight=0.0012108691469931742 0.0010107283859124741 0.0018511154840505396 0.0010942136653827605 0.0013975176924755925 0.0010745232656999195 0.0012779380282763814 0.0013223350385509142 0.0013087842245585366
leaf_count=836 194 354 348 278 1029 277 342 252
internal_value=0 -0.00207986 -0.0144648 0.00204356 0.00649168 0.0116901 0.00370664 0.00763525
internal_weight=0 0.00922851 0.00230508 0.00692343 0.00507231 0.00399779 0.00271985 0.00231951
internal_count=3910 3464 1184 2280 1926 897 620 446
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=12
num_cat=0
split_feature=48 48 51 42 1 457 1 403 2 15 1
split_gain=8.15168e-05 7.32819e-05 6.88026e-05 8.01235e-05 9.53961e-05 0.000112494 0.0001375 9.21413e-05 6.25083e-05 6.17312e-05 3.53117e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.086325000000000013 0.11198000000000001 0.079930000000000015 0.092550000000000007 0.03138500000000001 0.097940000000000013 -1.0000000180025095e-35 0.079355000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -5 -1
right_child=-2 -3 -4 9 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00055176649670224951 -0.00052471897360744464 0.00053634741649745811 -0.00048827051721225503 -0.00063203104142446306 0.00060744242710897994 0.00062560632238467702 -0.00070911941177423539 0.00059311492532378846 0.00027918138703827695 -8.6887458320599849e-06 -3.7922927072264897e-05
leaf_weight=0.0010103710641902954 0.00110583779901128 0.0010126671757261568 0.0010661371499113307 0.001048126059201588 0.0013518989627423449 0.0010330081147764238 0.0010714417145119394 0.001012529768027176 0.001158391707492692 0.001463982046368789 0.0010470065247179111
leaf_count=660 161 239 357 544 244 186 241 200 194 639 245
internal_value=0 3.11057e-05 -1.43215e-05 3.5233e-05 0.00013461 3.3671e-05 -8.17071e-05 7.72778e-05 -8.51408e-05 -0.000268766 -0.00029027
internal_weight=0 0.0122756 0.0112629 0.0101968 0.00768465 0.00633275 0.00529974 0.0042283 0.00321577 0.00251211 0.00205738
internal_count=3910 3749 3510 3153 1970 1726 1540 1299 1099 1183 905
is_linear=0
shrinkage=0.00196078


Tree=5532
num_leaves=12
num_cat=0
split_feature=484 133 0 16 157 51 4 1375 47 1 42
split_gain=0.000107931 8.20866e-05 8.60921e-05 0.000116256 9.30746e-05 9.74998e-05 8.18278e-05 5.5657e-05 4.86389e-05 8.67678e-05 0.000114224
threshold=-0.0043499999999999988 0.10599500000000002 -0.017269999999999997 0.20277000000000003 -0.077044999999999988 -0.031524999999999991 -0.078484999999999985 -1.0000000180025095e-35 0.09252500000000001 0.095575000000000007 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 -8 9 10 -9
right_child=1 -3 3 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.00062352299281244548 0.00057771039864641324 -0.00048024322521828737 -3.235149052021484e-07 0.00093153283774439479 -0.00057835556820602803 -0.00043889272493740034 -0.0002842096358561923 -0.00035819753511071159 -0.00011034346399247477 0.00068941737863270267 0.0004965249837303097
leaf_weight=0.0010137362954288241 0.0010007726644562188 0.0010661633822616487 0.0010602962944200696 0.0010003583068266542 0.0011778942598899443 0.001213982533001581 0.0011036957576239419 0.0011604617807037618 0.001422116711963657 0.0014676200870844072 0.0012471648534341552
leaf_count=612 298 481 216 151 286 595 73 335 169 369 325
internal_value=0 4.08952e-05 8.77656e-05 0.000452052 1.11175e-05 -5.33696e-05 2.78352e-05 0.000116352 0.000199808 0.000313626 8.45538e-05
internal_weight=0 0.0129205 0.0118544 0.00206065 0.00979371 0.00879294 0.00761504 0.00640106 0.00529736 0.00387525 0.00240763
internal_count=3910 3298 2817 367 2450 2152 1866 1271 1198 1029 660
is_linear=0
shrinkage=0.00196078


Tree=5533
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 159 3 150 47 13
split_gain=5.77414e-05 8.73723e-05 6.23556e-05 6.80367e-05 0.000132328 6.20785e-05 6.53276e-05 5.27805e-05 9.05969e-05 7.93457e-05
threshold=0.10599500000000002 -0.26418499999999995 0.084340000000000012 -0.14868999999999996 0.11230000000000001 1.0000000180025095e-35 -0.10628499999999998 0.087235000000000021 0.09252500000000001 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 9 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.00055560442515896751 -0.00045790954712064777 0.00050740976547020817 -0.00048368372546088141 0.0005661569941148325 -0.0006506549207082545 -0.00038582141917146274 -8.367967019748114e-05 -0.0003291291603893691 -0.00027990932950549516 0.00059292856861739021
leaf_weight=0.0011087804567212574 0.0010048067254468116 0.0010104958215056128 0.0010203534875373741 0.0011214867445910577 0.0011462025754492046 0.0010140990247309092 0.0010568178703707818 0.001137200337625063 0.0013085961932355061 0.0018035725812271422
leaf_count=179 557 320 555 193 282 385 615 202 152 470
internal_value=0 3.18501e-05 -2.28384e-05 2.61511e-05 -3.04757e-05 6.5046e-05 0.00013618 4.53021e-05 0.000147438 0.000342945
internal_weight=0 0.0117276 0.0106188 0.00959847 0.00858798 0.00744177 0.00642767 0.00530619 0.00416899 0.00286039
internal_count=3910 3353 3174 2619 2299 2017 1632 1439 1237 1085
is_linear=0
shrinkage=0.00196078


Tree=5534
num_leaves=11
num_cat=0
split_feature=48 48 51 0 42 13 1 133 0 3
split_gain=8.54086e-05 9.85029e-05 7.45022e-05 0.000104073 4.75358e-05 8.24128e-05 4.92556e-05 8.58223e-05 5.64854e-05 9.85901e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.086325000000000013 -0.062819999999999987 0.11198000000000001 0.065880000000000008 -0.082604999999999998 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.00053110040409150782 -0.00053239697400191133 0.00061322935778809599 -0.00050535601993847838 0.00044569410838310995 -0.00057793910358094197 0.00014261375359623442 0.00042464705791264972 0.00034740011623133563 -0.00050388250753228474 -0.00040493177732806973
leaf_weight=0.0014041847550317283 0.0011037183720606662 0.0010436951824816737 0.001083068489309994 0.0010032863916402718 0.0014396387012930315 0.0010593252846742554 0.0010976220298192663 0.0015747428941392701 0.0014285349837298063 0.0010962749948360286
leaf_count=152 161 239 357 448 976 195 213 554 522 93
internal_value=0 3.71288e-05 -1.66202e-05 3.57704e-05 -4.41814e-05 -0.000272493 4.78346e-05 -3.32179e-05 -0.000203104 1.54425e-06
internal_weight=0 0.0122304 0.0111867 0.0101036 0.00869943 0.00249896 0.00620046 0.00510284 0.0035281 0.00209956
internal_count=3910 3749 3510 3153 3001 1171 1830 1617 1063 541
is_linear=0
shrinkage=0.00196078


Tree=5535
num_leaves=10
num_cat=0
split_feature=484 133 16 52 151 1 16 4 0
split_gain=6.73015e-05 5.99128e-05 7.89501e-05 0.000136322 6.40851e-05 9.54277e-05 4.91156e-05 4.02291e-05 0.000114118
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.044604999999999992 0.10113500000000002 0.081265000000000018 -0.077889999999999987 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 7 -4 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00048412815151927359 -0.00050916095456421395 -0.00042018798286689235 0.00035163260256892108 0.00086371166611173042 -0.00049688336903060202 0.00037596760070006386 -0.00013024048806255058 -0.00048074481223839971 0.00036809762626439327
leaf_weight=0.0010429175193599855 0.0010313155215166594 0.0010150071390916332 0.0014290875560382863 0.0011388639680015903 0.0010195502339282801 0.0019126742435758787 0.0018870930950388328 0.0011548766151341929 0.0012880503995632254
leaf_count=627 213 480 490 117 561 344 490 171 417
internal_value=0 3.53826e-05 7.79556e-05 0.000278423 -6.14492e-05 2.4452e-05 7.74197e-05 -0.000169725 -3.31867e-05
internal_weight=0 0.0118765 0.0108615 0.00445504 0.00640647 0.00537515 0.00331618 0.00346248 0.00244293
internal_count=3910 3283 2803 1097 1706 1493 980 1149 588
is_linear=0
shrinkage=0.00196078


Tree=5536
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 151 1 0 0
split_gain=6.15248e-05 6.72468e-05 9.01138e-05 0.000121764 9.21955e-05 7.8341e-05 6.65705e-05 9.24035e-05 3.99219e-05 7.44138e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.059294999999999994 -0.096614999999999993 -0.044604999999999992 0.10113500000000002 -0.10209999999999998 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 -8 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00046586127127981483 -0.00051827893253697662 -0.00045461129194764396 0.00060144478623351289 0.00084359347359413213 0.00021061372825342586 -0.00049615240667135179 -0.00043002410614425613 0.00035191211292974261 0.00037784828702993131 -0.00034674958958962152
leaf_weight=0.0010549783278070617 0.0010849574608217116 0.0010195483146997015 0.0010015050662211325 0.0011250601710726203 0.0013497722645435422 0.0010898162418412707 0.0014237251552469722 0.0019878736329780235 0.0010227215030609422 0.0011663069680688562
leaf_count=627 213 480 348 117 397 235 204 344 469 476
internal_value=0 2.75878e-05 7.12811e-05 0.00028361 0.000100525 -0.000105114 -7.37367e-05 1.23804e-05 -0.000174443 -8.21501e-06
internal_weight=0 0.0122713 0.0112517 0.00456615 0.00344109 0.00243959 0.00668558 0.00560063 0.00361275 0.00218903
internal_count=3910 3283 2803 1097 980 632 1706 1493 1149 945
is_linear=0
shrinkage=0.00196078


Tree=5537
num_leaves=9
num_cat=0
split_feature=42 47 4 43 43 1 0 151
split_gain=1.67268e-05 5.07361e-05 4.22238e-05 5.93272e-05 7.9716e-05 3.3271e-05 8.0824e-05 7.32323e-05
threshold=-0.088669999999999985 0.10887000000000001 -0.06272999999999998 0.013605000000000001 -0.0031199999999999995 0.094485000000000013 -0.14136999999999997 -0.0074049999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -4
right_child=1 -3 5 -5 -6 6 -8 -9
leaf_value=0.0095085595659762465 0.00039600276831777296 -0.022586272685518834 0.01822598069757219 0.011309799398497983 -0.037439876041432917 -0.00096638938615651541 0.033529199661561586 -0.013655254270215004
leaf_weight=0.0015542101443120704 0.0011757617987412103 0.0010373025882578655 0.0011733219623412167 0.0010486661461103211 0.0010578585867180353 0.0015874846595956762 0.0011871695748424517 0.0018668962873179269
leaf_count=480 702 221 325 263 347 209 507 856
internal_value=0 -0.00163268 0.000756547 -0.00831137 -0.0175233 0.00587506 0.013793 -0.00135122
internal_weight=0 0.0101345 0.00909716 0.00328229 0.00223362 0.00581487 0.00277465 0.00304022
internal_count=3910 3430 3209 1312 1049 1897 716 1181
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=12
num_cat=0
split_feature=133 13 50 15 2 159 0 0 15 1 3
split_gain=7.21326e-05 9.18175e-05 8.21686e-05 9.22529e-05 0.000123182 6.53344e-05 5.90779e-05 5.96019e-05 6.00466e-05 3.14588e-05 3.12085e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.16430499999999995 0.11230000000000001 0.081445000000000017 -0.070894999999999986 -0.10071499999999999 -0.079799999999999996 0.10171500000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 10 -8 -5
right_child=-2 2 -4 4 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00056623600519062074 -0.00050413934306440308 0.00059477575915862634 -0.00054822307090873974 0.00020570535521551982 -0.00061736160646693556 -0.0004039851865287492 0.0006452344513450803 -0.00030447987751795264 0.00052393752231942722 0.00016081679927281873 -0.00027952466638673129
leaf_weight=0.0011302305392944479 0.0010396525063833756 0.0010126674740904814 0.0010288190447535284 0.0010131956370564299 0.0011891842129640407 0.0010152506381071033 0.0010450106721511198 0.001564770467120483 0.0011376865560627754 0.0010170496384383104 0.0010253143568235146
leaf_count=179 557 295 546 110 285 354 153 1046 162 174 49
internal_value=0 3.3931e-05 -2.052e-05 3.3662e-05 -2.94215e-05 6.00061e-05 0.00012925 8.74393e-06 0.000163055 0.00040631 -3.8352e-05
internal_weight=0 0.0121792 0.0110489 0.0100201 0.00900746 0.00781828 0.00680303 0.00474097 0.0031762 0.00206206 0.00203851
internal_count=3910 3353 3174 2628 2333 2048 1694 1367 321 327 159
is_linear=0
shrinkage=0.00196078


Tree=5539
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 0 4 0 3
split_gain=7.05528e-05 7.90465e-05 9.93543e-05 0.000148728 6.27521e-05 0.000110232 6.49389e-05 9.59201e-05 5.94464e-05 3.32163e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.076854999999999993 -0.053834999999999994 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 -2 6 -6 -8 9 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00048951422894775651 -0.00042958884529238704 -0.00049080151256115597 0.00053317294018497094 0.00090680664879819704 -0.00056305039816909096 0.00040689409636689519 -0.00041285182111955218 0.00042497541366188997 -0.00022811828795909483 4.2837004168306843e-05
leaf_weight=0.0010684845448868099 0.0014629835595349064 0.0010055946409710777 0.0011226602428687743 0.0011724966089863686 0.0011494712927452174 0.0018924243528254336 0.0010250644797003771 0.0010777105195150486 0.0013218877972979437 0.0010081266862176455
leaf_count=627 238 480 478 117 190 338 551 389 321 181
internal_value=0 3.5872e-05 8.30213e-05 0.000303435 -7.1262e-05 3.0635e-05 -0.000188304 1.65499e-05 9.85353e-05 0.000301183
internal_weight=0 0.0122384 0.0112328 0.00462517 0.00660765 0.00514467 0.00325225 0.00210277 0.00345267 0.00213079
internal_count=3910 3283 2803 1097 1706 1468 1130 940 980 659
is_linear=0
shrinkage=0.00196078


Tree=5540
num_leaves=9
num_cat=0
split_feature=50 4 12 3 2 13 12 1
split_gain=1.635e-05 4.3545e-05 4.19315e-05 6.29356e-05 5.12093e-05 4.7237e-05 5.82268e-05 1.92959e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.10420500000000001 0.095195000000000016 -0.014114999999999997 0.086865000000000012 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.019866735596442059 -0.012148177982958457 0.018573710290136852 -0.012691713043514697 0.017651956432199061 -0.019632460218513729 -0.011975402207498815 0.02413673375900071 0.0073879913779669017
leaf_weight=0.001077912285341571 0.0010344917454449864 0.0012477608148400822 0.0016190873731050425 0.0017998466717089878 0.0015074699161520553 0.0010569643573408198 0.001356066683091667 0.0010030015695905448
leaf_count=282 689 396 1097 140 619 211 405 71
internal_value=0 0.00101902 -0.00130616 0.00109202 -0.00346357 0.00137725 0.00804548 -0.00254733
internal_weight=0 0.0106681 0.00942035 0.00834244 0.00654259 0.00503512 0.00341603 0.00205997
internal_count=3910 3221 2825 2543 2403 1784 687 282
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=10
num_cat=0
split_feature=11 3 47 1 15 403 16 16 16
split_gain=1.57847e-05 2.87694e-05 3.97804e-05 3.45372e-05 5.31338e-05 4.5666e-05 4.64025e-05 4.44968e-05 1.75495e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.091845000000000024 -0.073314999999999991 0.03138500000000001 -0.09601999999999998 0.0015250000000000001 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 -4
right_child=-2 2 8 4 -6 -7 7 -9 -10
leaf_value=0.014410105877203686 -0.011718375167064629 0.010030456504503972 -0.021984587304443366 0.028379039678583212 -0.0019583083088911212 0.016431499553803373 -0.029081461613632099 -0.0024436770633419515 -0.004425222667384301
leaf_weight=0.0013967129401811244 0.0010679233177241483 0.0010581963805881118 0.001042235144146833 0.0011220414629157284 0.001189182985249541 0.0010215897318543322 0.0011799641717893808 0.0013383747600024675 0.0012540094972631184
leaf_count=247 279 279 199 399 399 309 1129 431 239
internal_value=0 0.00103684 -0.000992212 0.00279744 0.0127697 -0.00221508 -0.00754122 -0.0149248 -0.0123952
internal_weight=0 0.0106023 0.00920559 0.00690935 0.00231122 0.00459813 0.00357654 0.00251834 0.00229624
internal_count=3910 3631 3384 2946 798 2148 1839 1560 438
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=11
num_cat=0
split_feature=48 48 51 0 42 3 3 12 133 4
split_gain=7.10133e-05 0.000103949 5.49149e-05 9.12881e-05 5.67424e-05 8.85734e-05 8.06159e-05 9.61034e-05 8.86597e-05 3.27998e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -0.088669999999999985 -0.11266 0.10666500000000002 0.092365000000000017 0.05306000000000001 -0.0070149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=0.00047653119807530608 -0.00048938501210095094 0.00062352692862666646 -0.00045194824515164153 0.00026409148198806062 0.00027278532842124116 -0.00020452718954614666 0.00015233941233438786 -0.00090591329984351368 0.0002601246465478215 -0.00070416720494880338
leaf_weight=0.0014148685251133856 0.0011293740973543276 0.0010207410890278401 0.0010727503428915623 0.0016725750874796641 0.0015693757302271726 0.0010131797662879698 0.0013877974198789706 0.0010499797123846967 0.0010003263524144116 0.0010074196015182055
leaf_count=152 161 239 357 429 270 625 142 636 636 263
internal_value=0 2.45308e-05 -3.01175e-05 1.46176e-05 -6.04971e-05 -0.000137744 -0.000255771 -0.000394899 -0.000217286 -0.000453635
internal_weight=0 0.012209 0.0111883 0.0101155 0.00870065 0.00702808 0.0054587 0.00407091 0.00302093 0.0020206
internal_count=3910 3749 3510 3153 3001 2572 2302 2160 1524 888
is_linear=0
shrinkage=0.00196078


Tree=5543
num_leaves=9
num_cat=0
split_feature=15 133 403 12 1 15 1 4
split_gain=1.53224e-05 3.67411e-05 4.36951e-05 6.27093e-05 8.33513e-05 5.64215e-05 3.64438e-05 8.18114e-05
threshold=0.091915000000000011 0.099765000000000006 0.084405000000000022 0.085845000000000019 0.079945000000000016 -0.052074999999999989 0.091845000000000024 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6 -8
right_child=-2 -3 -4 5 6 -7 7 -9
leaf_value=0.031819437321472153 -0.011649965271656886 -0.017022367494679263 0.022399514018100513 0.001615666368828193 -0.012995314776003623 -0.026917946991067393 0.021158170191791462 -0.010088672625501876
leaf_weight=0.0010631362572566362 0.0010510883521549453 0.0010215064113708551 0.0010287810123572943 0.0014799618370251529 0.0013586518853582756 0.0013032437070732458 0.0017754744292253174 0.0015867852126760374
leaf_count=540 630 416 303 568 197 632 290 334
internal_value=0 0.00100736 0.00292665 0.000588287 0.00652303 -0.0117453 0.00082635 0.00641153
internal_weight=0 0.0106175 0.00959603 0.00856725 0.00578405 0.00278321 0.00472091 0.00336226
internal_count=3910 3280 2864 2561 1361 1200 821 624
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=11
num_cat=0
split_feature=158 48 50 4 151 15 15 16 0 4
split_gain=6.52992e-05 8.52045e-05 8.46656e-05 8.68739e-05 5.70101e-05 6.21805e-05 9.84009e-05 8.76931e-05 7.22002e-05 5.26358e-06
threshold=1.0000000180025095e-35 0.11930500000000001 0.084340000000000012 0.27223000000000003 -0.024429999999999997 -0.07142999999999998 1.0000000180025095e-35 -0.089559999999999987 -0.032484999999999993 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 -7 -10
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11
leaf_value=0.00040295384362839539 -0.00049034011354947725 -0.00050956211512154313 -0.00046464695738500801 0.00066727162275514616 -0.00032266473598144794 0.00067472818319422854 0.00011520280991000093 -0.00064714922014405139 -1.7967416795986639e-05 0.00018302351845822141
leaf_weight=0.0016300672465277988 0.0010096688574050229 0.0010350751175958487 0.0010037996719555091 0.0010466928719506221 0.0017710837344989266 0.0013086897781905463 0.0013760184415605901 0.0010029457298731295 0.001001387817494975 0.0010023836545566772
leaf_count=394 488 150 650 297 424 302 241 747 133 84
internal_value=0 2.85675e-05 7.85542e-05 0.000132332 7.07521e-05 -1.81217e-06 9.80322e-05 -0.000206197 0.000316525 8.2578e-05
internal_weight=0 0.0121781 0.0111431 0.0101393 0.00909258 0.00746251 0.00569143 0.00237896 0.00331246 0.00200377
internal_count=3910 3422 3272 2622 2325 1931 1507 988 519 217
is_linear=0
shrinkage=0.00196078


Tree=5545
num_leaves=10
num_cat=0
split_feature=403 0 16 0 3 15 0 0 2
split_gain=1.73813e-05 3.52295e-05 2.49183e-05 2.74781e-05 3.6979e-05 7.67519e-05 3.92957e-05 2.25073e-05 5.58322e-05
threshold=0.087440000000000004 0.14676000000000003 0.31524000000000002 -0.061129999999999997 -0.089974999999999986 0.083935000000000023 -0.10131499999999999 -0.14136999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.016941628615527018 -0.012617633355481706 0.018457915072033076 -0.015632851580618008 0.014497944156723367 0.0072225647964395626 0.027060336909998473 -0.020069982343202009 0.013391632150054403 -0.022087371841499691
leaf_weight=0.0012711943427387833 0.0010168067919457411 0.0010499137564508173 0.0010174481430811387 0.0012695998367828901 0.001801930869065233 0.0010045457055734026 0.0010849558881354873 0.0011231928313936148 0.0010165614485762571
leaf_count=480 349 76 361 398 199 816 902 214 115
internal_value=0 0.00106728 -0.00083676 0.000919456 -0.00144131 0.00182569 -0.00321731 0.00142142 -0.00334881
internal_weight=0 0.0106393 0.00958943 0.00857198 0.00730238 0.00603119 0.00502664 0.00394169 0.00281849
internal_count=3910 3561 3485 3124 2726 2246 1430 528 314
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 15 15 0 15 3
split_gain=6.69261e-05 7.42784e-05 7.73476e-05 0.000136218 6.94345e-05 9.82916e-05 5.79762e-05 5.02087e-05 4.80598e-05 3.32099e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.085120000000000015 -0.095799999999999982 -0.053834999999999994 -0.106555 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 6 -6 8 9 -2 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00048412898263844464 0.00014565704912259346 -0.00047412292355859456 0.00050667161790248578 0.00086419441201240931 -0.00077558201167511609 1.6650704254745139e-05 0.00046133590559223185 -0.00022489344579915171 -0.0003766681524489077 1.1600480113276725e-05
leaf_weight=0.0010329889096358002 0.0018265367462916644 0.0010070305210398518 0.0010833742743529503 0.0011447957713622745 0.0010300672640327587 0.0014491995302533252 0.0012203225899086786 0.001277978413907619 0.001076381430984446 0.0010034689329309161
leaf_count=627 406 480 471 117 301 587 321 321 91 188
internal_value=0 3.57973e-05 8.20086e-05 0.000279951 -5.31894e-05 -0.0003125 0.000102732 8.11772e-05 -4.80174e-05 0.000268614
internal_weight=0 0.0121192 0.0111121 0.00450962 0.00660251 0.00247927 0.00412324 0.00336482 0.00290292 0.00208684
internal_count=3910 3283 2803 1097 1706 888 818 980 497 659
is_linear=0
shrinkage=0.00196078


Tree=5547
num_leaves=10
num_cat=0
split_feature=484 48 4 12 3 47 1 1 15
split_gain=7.42338e-05 6.40507e-05 0.000140188 8.86094e-05 0.000135197 8.3293e-05 0.000119655 8.34364e-05 8.52483e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.094425000000000009 0.09112000000000002 0.076710000000000014 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00049767986735771506 -0.00052008047222743903 -0.00043576039967561746 0.0007235807337135601 -0.00046207981444140197 0.00058684247970796613 0.00048881968842557819 -0.00062676505595013964 0.00034645816287317703 0.000156968620115285
leaf_weight=0.0010836743525710945 0.0010996240923437832 0.0010128220410035903 0.0011647999688108044 0.0017878065486927235 0.0016019311335046561 0.0010005813847756215 0.0014038244967528105 0.0018986353980055114 0.0016396230997011438
leaf_count=627 261 137 368 698 117 168 396 381 757
internal_value=0 3.71113e-05 7.84101e-05 6.37285e-06 6.84041e-05 -3.90282e-05 -0.000117507 1.67211e-05 -0.000165938
internal_weight=0 0.0126096 0.0115968 0.010432 0.0093324 0.00773047 0.00672989 0.00532607 0.00342743
internal_count=3910 3283 3146 2778 2517 2400 2232 1836 1455
is_linear=0
shrinkage=0.00196078


Tree=5548
num_leaves=13
num_cat=0
split_feature=484 133 0 48 4 12 12 16 2 15 42 16
split_gain=0.000191126 0.000121287 0.000120973 9.97335e-05 0.000115309 9.2033e-05 0.000105102 9.992e-05 6.87239e-05 6.44531e-05 8.76693e-05 6.63311e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.11930500000000001 0.40359500000000004 0.095295000000000019 -0.023959999999999995 -0.014099999999999998 0.086875000000000022 -0.029114999999999999 0.060615000000000009 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 11 -11 -8
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12 -13
leaf_value=-0.00080037250228703774 -0.0004565609391679466 -0.00059823412290294087 0.00071835062591937089 -0.00054370295778281776 0.00070367183078979959 -0.00039965036512643921 0.00061111549856076989 0.00014328894320024034 0.00080638598867210692 -0.00061762046406205542 0.00018749301817265853 -3.4138523016688468e-05
leaf_weight=0.001101450491139141 0.0010757649194127828 0.0010338798087924641 0.0011107758963636158 0.0010226352823713173 0.0010835530940198493 0.0016052550201432489 0.0010729119164641916 0.0010548071818999995 0.001396475335969372 0.001064541080614712 0.0010165185297963458 0.0014273991787627296
leaf_count=612 253 472 70 115 309 410 145 221 383 404 348 168
internal_value=0 4.80131e-05 9.96843e-05 4.15449e-05 9.69753e-05 2.92988e-05 0.00011422 0.00020153 0.00052105 3.05698e-05 -0.000224353 0.000242747
internal_weight=0 0.0139645 0.0129306 0.0118199 0.0107972 0.00971367 0.00810842 0.00703265 0.00245128 0.00458137 0.00208106 0.00250031
internal_count=3910 3298 2826 2756 2641 2332 1922 1669 604 1065 752 313
is_linear=0
shrinkage=0.00196078


Tree=5549
num_leaves=9
num_cat=0
split_feature=4 16 47 47 2 4 150 15
split_gain=1.55432e-05 3.2537e-05 3.50544e-05 5.01875e-05 5.75193e-05 9.49223e-05 6.00477e-05 4.64283e-05
threshold=0.28937500000000005 -0.38486499999999996 0.10783500000000001 0.077065000000000008 0.11085000000000002 -0.08422499999999998 0.085360000000000005 0.085285000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.018000778368505228 0.0094028028372114842 -0.021794998879221584 0.016545852982127015 -0.022375278568253835 0.02017867922110169 0.023893762476575466 -0.014889162968501382 -0.0024788683922477455
leaf_weight=0.001072055936927112 0.0014937961050983601 0.0018523667206303729 0.001174089894437646 0.0010464296413122652 0.0012892421875013464 0.0016793541911301764 0.0010256680065073099 0.0011079418253096707
leaf_count=195 426 646 190 302 365 794 215 777
internal_value=0 -0.00151598 0.00041017 -0.00195763 0.00111454 -0.00322382 0.0057982 0.0134107
internal_weight=0 0.0102471 0.00917509 0.008001 0.00695457 0.00566533 0.00381296 0.0027873
internal_count=3910 3484 3289 3099 2797 2432 1786 1571
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=9
num_cat=0
split_feature=15 133 403 12 1 3 1 4
split_gain=1.53191e-05 3.28721e-05 3.76002e-05 4.95147e-05 6.43867e-05 5.37538e-05 3.40059e-05 0.000114634
threshold=0.091915000000000011 0.099765000000000006 0.084405000000000022 0.085845000000000019 0.079945000000000016 -0.078669999999999976 0.094485000000000013 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6 -8
right_child=-2 -3 -4 5 6 -7 7 -9
leaf_value=0.028279573556521893 -0.011620299778102456 -0.016062885122911898 0.020852226379403146 -0.021211466262775685 -0.0095806045674059603 0.0072658745191841144 0.029425303879895399 -0.010581535707086347
leaf_weight=0.0010551172658043928 0.0010530591196240219 0.0010183570445530367 0.0010333864638232765 0.0017229846738002902 0.0018588125207821306 0.0010772775644047753 0.0013227883327481412 0.0015619000776846887
leaf_count=540 630 416 303 921 234 279 256 331
internal_value=0 0.00102312 0.00282951 0.000663598 0.00593691 -0.0102561 0.000967134 0.0077638
internal_weight=0 0.0106506 0.00963227 0.00859888 0.00579862 0.00280026 0.0047435 0.00288469
internal_count=3910 3280 2864 2561 1361 1200 821 587
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=10
num_cat=0
split_feature=484 3 2 0 52 0 12 0 12
split_gain=6.68162e-05 5.70495e-05 4.94108e-05 5.05606e-05 7.98488e-05 6.9005e-05 7.33157e-05 7.46813e-05 3.8629e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 0.12547000000000003 -0.17106499999999999 -0.010284999999999997 -0.017269999999999997 0.086765000000000023 -0.10131499999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 -8
right_child=1 2 -4 5 -6 -7 8 -9 -10
leaf_value=-0.00048361352158905562 0.00047765020136755721 -7.1472969315367348e-05 -0.00039515166024363158 -7.3818196669423304e-05 0.0006657108466747903 0.00030633629029469252 0.00026186670857080021 -0.00071523530365373068 -0.00015100420417650019
leaf_weight=0.0010620378753333016 0.0010009429957653663 0.0011466389705532265 0.0011544493576309328 0.0015031517653119424 0.0011134731964190471 0.0017313259776605607 0.0017323155098677024 0.0013027429779847151 0.0017528157142009239
leaf_count=627 225 62 317 231 108 199 738 639 764
internal_value=0 2.87677e-05 -1.05178e-05 3.26664e-05 0.00029171 -4.03132e-05 -0.000135713 -0.00037162 5.4217e-05
internal_weight=0 0.0124379 0.0114369 0.0102825 0.00226011 0.00802235 0.00629103 0.00280589 0.00348513
internal_count=3910 3283 3058 2741 170 2571 2372 870 1502
is_linear=0
shrinkage=0.00196078


Tree=5552
num_leaves=9
num_cat=0
split_feature=4 15 0 52 160 16 3 51
split_gain=1.72068e-05 5.88061e-05 4.33895e-05 3.28111e-05 5.53219e-05 5.73212e-05 6.63676e-05 2.19411e-05
threshold=0.15927500000000003 0.088615000000000013 -0.11756999999999999 0.10433000000000002 -0.026849999999999995 0.0032450000000000005 -0.083144999999999983 0.07919000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -6 -8
right_child=2 -3 -4 -5 5 -7 7 -9
leaf_value=0.016384735840504743 -0.0046668822745093907 -0.023921002307056467 0.019637322310934326 0.014796922709102872 0.02103893486432926 -0.020976325064828473 -0.019765356136001187 0.00092478206278240468
leaf_weight=0.0012660346452420959 0.0016013235358739799 0.0011033853395287655 0.0013570468668171029 0.0013697691502040305 0.0010977674189853238 0.0018519223352204306 0.0010259360639813448 0.0010242428633186382
leaf_count=513 244 839 366 307 528 569 404 140
internal_value=0 -0.00234162 0.0064818 0.00077669 -0.00228823 -0.00701648 0.00119604 -0.00942883
internal_weight=0 0.00873906 0.00295837 0.00763567 0.0062659 0.00499987 0.00314795 0.00205018
internal_count=3910 3300 610 2461 2154 1641 1072 544
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=9
num_cat=0
split_feature=0 42 4 47 0 48 16 15
split_gain=1.73237e-05 4.76158e-05 4.30221e-05 5.09529e-05 4.52404e-05 0.000126099 3.42971e-05 2.52006e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.065054999999999988 0.087850000000000025 -0.15007499999999999 0.085790000000000019 0.23932500000000004 -0.029114999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -2 -6
right_child=6 2 3 -5 7 -7 -8 -9
leaf_value=-0.018499239315825696 -0.0035418137355802447 -0.013433145887690299 0.024627229889696026 -0.0088836182984249196 0.031755924997042724 -0.024007010730698327 0.020805644001282403 0.010419904747889123
leaf_weight=0.0014769274626406309 0.0012628781984811805 0.0016226182876728024 0.0010703094581685293 0.0018853268144862281 0.0010786681888750032 0.0010622167755904854 0.0010677158630915326 0.001137216662774035
leaf_count=1005 282 733 159 332 709 68 164 458
internal_value=0 -0.0020256 0.0010713 0.00484675 0.0107998 0.00040239 0.0076125 0.020806
internal_weight=0 0.00933328 0.00785636 0.00623374 0.00434841 0.00213253 0.00233059 0.00221588
internal_count=3910 3464 2459 1726 1394 227 446 1167
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=8
num_cat=0
split_feature=1 0 3 150 1 52 47
split_gain=1.75375e-05 4.41514e-05 5.96386e-05 2.88329e-05 3.38683e-05 2.81882e-05 2.21439e-05
threshold=0.085990000000000011 -0.083674999999999986 -0.089604999999999976 0.077110000000000012 0.10561500000000001 -0.014099999999999998 0.09023500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.017025768628444363 -0.011285099453012933 0.017609823187106754 -0.01052816102858696 0.014894507290978871 0.018253462646580721 -0.012024444942398609 0.00819060389408292
leaf_weight=0.0018136128471372462 0.0018508343558075466 0.0014224243813108113 0.001601154450331961 0.0016065045633778122 0.0011502503404947698 0.001001976954603254 0.0011800890686544359
leaf_count=1178 706 308 723 348 260 258 129
internal_value=0 -0.00469006 0.00270918 0.00318937 -0.000438608 0.00558575 -0.00109189
internal_weight=0 0.00483719 0.00302358 0.00678966 0.00518315 0.00333232 0.00218207
internal_count=3910 2209 1031 1701 1353 647 387
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=8
num_cat=0
split_feature=159 2 16 16 151 15 2
split_gain=1.5159e-05 2.64362e-05 4.04574e-05 4.37503e-05 3.44364e-05 8.08248e-05 7.53027e-05
threshold=-1.0000000180025095e-35 0.086650000000000019 -0.089864999999999987 -0.055679999999999993 -0.044604999999999992 -0.073314999999999991 0.10393500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 -7
right_child=1 4 3 -5 5 6 -8
leaf_value=-0.011117539323723035 -0.020402684202593401 -0.0094688349001627783 0.017795068805408012 -0.008917859596706464 0.027008628761962861 0.013534117581617081 -0.015056750848308998
leaf_weight=0.0011237646207886828 0.0012373532116389031 0.0013351966889884256 0.0010118826254119269 0.0015557596086779116 0.0016347706812662515 0.0019925304190673244 0.0017133243599914113
leaf_count=633 390 409 454 485 584 580 375
internal_value=0 0.00110367 -0.00554872 0.00160944 0.00489531 0.00848645 0.000315728
internal_weight=0 0.0104808 0.003805 0.00256764 0.00667582 0.00534063 0.00370585
internal_count=3910 3277 1329 939 1948 1539 955
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=10
num_cat=0
split_feature=48 158 50 4 130 47 16 16 2
split_gain=7.28867e-05 8.56716e-05 0.000109244 0.000108989 6.63035e-05 8.22917e-05 9.98066e-05 7.89129e-05 7.84762e-05
threshold=0.11930500000000001 1.0000000180025095e-35 0.086465000000000014 0.27223000000000003 -0.0015749999999999998 0.09550500000000002 -0.014099999999999998 -0.09601999999999998 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00039724793738704314 -0.00048258685639957302 -0.0005131704816995448 -0.00052444324711798198 0.00073165821867841082 9.5455488804380625e-05 0.00059630713738916181 -4.4322478770649103e-05 -0.00047812634812636746 0.00054972865957605152
leaf_weight=0.0010161016128407965 0.0011350753821924029 0.0010041547516813311 0.0010335908595097447 0.0010865892011215949 0.001978624062499921 0.0012544147956814944 0.0015162703342613462 0.001727168352406285 0.0019603160189897309
leaf_count=271 161 477 638 297 239 181 507 724 415
internal_value=0 3.62182e-05 8.38867e-05 0.000143545 7.59424e-05 0.000132932 5.20027e-05 -0.000171875 0.000290641
internal_weight=0 0.0125772 0.0115731 0.0105395 0.0094529 0.00843679 0.00718238 0.00370579 0.00347659
internal_count=3910 3749 3272 2634 2337 2066 1885 963 922
is_linear=0
shrinkage=0.00196078


Tree=5557
num_leaves=12
num_cat=0
split_feature=484 133 42 484 16 2 52 151 1 0 3
split_gain=0.000104092 0.000102871 7.33313e-05 9.91098e-05 0.000124582 0.00011097 9.18023e-05 6.90912e-05 5.797e-05 0.000115785 3.08023e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.087270000000000014 -0.014099999999999998 0.085255000000000011 0.091210000000000013 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.079214999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4 9 -9 -11
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00062057123943422385 -0.00036638755640365923 -0.0005513147165468516 -0.00034963564054994305 -0.00044045682889779642 -4.6704484352294572e-05 0.00037903233223281462 0.0011388644392584769 -0.0004890903786114127 0.00043947045533409993 3.5932868067609867e-05 0.00052097311971156194
leaf_weight=0.0010067410946677522 0.0012413126967936823 0.0010625337476202765 0.0014092344445571564 0.0010346360296570453 0.0010295229287570181 0.0013645279387767028 0.0011075239444438142 0.0012128216340506893 0.0016710180784919241 0.001009434996764483 0.0010040574992204432
leaf_count=612 351 481 213 323 256 466 64 149 271 484 240
internal_value=0 3.36174e-05 8.50496e-05 0.000136731 0.000197618 0.000494188 0.000719451 3.29536e-05 0.000143046 -1.04827e-05 0.000277805
internal_weight=0 0.0131466 0.0120841 0.0108428 0.00980814 0.00350157 0.00247205 0.00630657 0.00489733 0.00322631 0.00201349
internal_count=3910 3298 2817 2466 2143 786 530 1357 1144 873 724
is_linear=0
shrinkage=0.00196078


Tree=5558
num_leaves=10
num_cat=0
split_feature=484 133 0 42 160 160 52 49 3
split_gain=6.50505e-05 5.94097e-05 7.52278e-05 0.000102694 5.79576e-05 6.31435e-05 6.00159e-05 5.54951e-05 5.45316e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.017269999999999997 -1.0000000180025095e-35 -0.078154999999999988 0.087825000000000014 0.048490000000000012 -0.036809999999999996 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.00048361140836354215 -0.00050236924320474141 -0.00042626916944254816 0.00041960803248288967 -0.00030535059266856838 0.00053216042913413952 -0.0002041775023399553 0.00065681740170222636 -0.00035784868109913214 0.00020164507764943836
leaf_weight=0.0010334293351717651 0.0013560625638098763 0.001011305266235483 0.0019526907746594329 0.0012488783562572912 0.0010506695960597534 0.0014623635991639818 0.0011296048479318352 0.0010256198312938638 0.0019302799936173421
leaf_count=627 760 480 366 486 214 178 212 297 290
internal_value=0 2.87971e-05 7.00488e-05 -4.1167e-06 8.19832e-05 0.000155292 0.00025764 0.000145097 7.5154e-06
internal_weight=0 0.0121675 0.0111562 0.00920348 0.00784742 0.00659854 0.00513617 0.00400657 0.0029559
internal_count=3910 3283 2803 2437 1677 1191 1013 801 587
is_linear=0
shrinkage=0.00196078


Tree=5559
num_leaves=8
num_cat=0
split_feature=1 0 2 2 3 48 0
split_gain=1.61728e-05 6.35828e-05 4.39902e-05 2.6844e-05 4.37369e-05 6.41727e-05 4.40149e-05
threshold=0.076710000000000014 -0.087614999999999985 0.092450000000000018 0.11462500000000002 -0.074234999999999982 0.083775000000000002 -0.10209999999999998
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=-0.025573365215207089 0.011571218558241017 -0.014014526637110801 0.011199588964272388 0.0139429661916617 -0.032678310160054999 0.0086518329425966239 -0.0047874364511915346
leaf_weight=0.0011113224205893083 0.0019884516938248769 0.0010644299111074538 0.0019772937221967575 0.0016496106582063325 0.0010353174581301944 0.0016064702267481715 0.0012477075936536824
leaf_count=630 796 797 581 413 141 221 331
internal_value=0 -0.00510297 0.00237609 0.00267051 -0.000493033 -0.00666072 -0.0174355
internal_weight=0 0.00415305 0.00304172 0.00752756 0.00587795 0.0038895 0.00228303
internal_count=3910 2008 1378 1902 1489 693 472
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=9
num_cat=0
split_feature=50 4 2 3 42 48 42 12
split_gain=1.68238e-05 3.78602e-05 5.27875e-05 5.25109e-05 5.79065e-05 5.04149e-05 3.40348e-05 0.00012841
threshold=0.088425000000000017 0.28937500000000005 0.113945 0.094625000000000015 -0.088669999999999985 0.083775000000000002 0.094935000000000005 0.084575000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.018332721243007246 -0.012257664795406778 0.017440786032621811 -0.021703692076861875 0.016792492050301918 0.0018337120652274124 0.010215263195150133 0.0032853205295358765 -0.039446182109154515
leaf_weight=0.0011025949389578561 0.0010347720032034763 0.0012508453600549073 0.0010960694008419212 0.0017936355217590683 0.0015927681628308704 0.0013121955900280173 0.0010387357999265445 0.0014302462221737547
leaf_count=351 689 396 310 149 364 382 287 982
internal_value=0 0.00110012 -0.00108215 0.00165088 -0.00254248 -0.00682554 -0.0123308 -0.0176966
internal_weight=0 0.0106171 0.00936625 0.00827018 0.00647654 0.00537395 0.00406175 0.00302301
internal_count=3910 3221 2825 2515 2366 2015 1633 1346
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=10
num_cat=0
split_feature=48 48 51 0 4 4 47 3 3
split_gain=7.89032e-05 9.90438e-05 8.28085e-05 7.69107e-05 5.10026e-05 6.06964e-05 7.1953e-05 3.74387e-05 4.72878e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.15927500000000003 -0.0025899999999999994 0.092255000000000018 -0.048154999999999996 -0.100615
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.00046715787592128754 -0.00051604731309857598 0.00061742309221217082 -0.00054286082018056316 0.00014310261880924583 0.00025470972431451705 -0.00075932133225846507 -3.3696568467322413e-05 0.00026599404731278615 -0.00034881081397869127
leaf_weight=0.0013755517395186373 0.0010847530656173223 0.0010302125965545349 0.0010471718755554705 0.001449872654219955 0.001855216422733094 0.0010277363687305296 0.001074894652833194 0.001516688193099045 0.0015594417704216125
leaf_count=152 161 239 357 300 430 426 107 237 1501
internal_value=0 3.62835e-05 -1.86098e-05 3.70712e-05 -3.26621e-05 -0.000113091 -0.000388372 1.47946e-05 -0.000111809
internal_weight=0 0.0119368 0.0109066 0.0098594 0.00848385 0.00662863 0.00210263 0.004526 0.00300931
internal_count=3910 3749 3510 3153 3001 2571 533 2038 1801
is_linear=0
shrinkage=0.00196078


Tree=5562
num_leaves=10
num_cat=0
split_feature=1375 16 15 15 16 42 48 52 3
split_gain=1.6939e-05 3.22115e-05 8.1665e-05 9.91923e-05 5.98248e-05 3.85036e-05 4.71405e-05 5.19013e-05 6.11883e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.14097499999999996 -0.094924999999999995 -0.091624999999999984 -0.088669999999999985 0.085760000000000017 0.089525000000000007 -0.075679999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=-0.01216945774616001 0.014697460682901009 -0.02771786449323321 0.028961041001259381 -0.024003399969619768 0.018982379912603053 -0.035339612431953764 0.016180027330791259 0.0075021329252871072 -0.0022132869721069679
leaf_weight=0.0010553369105047146 0.0014990026892484016 0.0010245301198744056 0.0011861533670517524 0.0010764205902833862 0.0010513311065654968 0.001006050201686803 0.0010809325552191547 0.0014050587686043965 0.0012509108986410611
leaf_count=180 322 384 222 372 345 983 287 508 307
internal_value=0 0.00111654 -0.00112517 0.00225642 -0.00235385 0.00166805 -0.00216987 -0.00758628 -0.0169795
internal_weight=0 0.0105804 0.00908139 0.00805686 0.0068707 0.00579428 0.00474295 0.00366202 0.00225696
internal_count=3910 3730 3408 3024 2802 2430 2085 1798 1290
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 151 15 2 13
split_gain=9.11513e-05 8.6416e-05 9.12386e-05 0.000139263 9.16719e-05 7.74557e-05 7.53134e-05 7.31552e-05 0.000216026 0.000122952
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.096614999999999993 -0.044604999999999992 -0.074174999999999977 0.089910000000000004 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 -8 -9
right_child=1 -3 3 -5 5 -7 7 9 -10 -11
leaf_value=-0.00055832049403237269 -0.00052488121246308688 -0.00049652935755557944 0.00058466054007092893 0.00085771304515209188 0.00020057549974358577 -0.00048367987642255637 -0.00024985784913472735 0.00018321683003961185 0.00079213326719865468 -0.00062221251541620377
leaf_weight=0.0010895167091727722 0.0011318866744115278 0.0010901279449632142 0.001041597981516768 0.0012297623888084005 0.0014253188411630781 0.0011485558750290352 0.0016342645283843626 0.0015502813608191108 0.0014380924671086753 0.0013749744618776201
leaf_count=627 213 480 341 117 401 238 262 588 310 333
internal_value=0 3.19993e-05 8.01143e-05 0.000287729 9.38555e-05 -0.000104764 -6.09815e-05 2.6567e-05 0.000237872 -0.000195364
internal_weight=0 0.0130649 0.0119747 0.00484524 0.00361547 0.00257387 0.0071295 0.00599761 0.00307236 0.00292526
internal_count=3910 3283 2803 1097 980 639 1706 1493 572 921
is_linear=0
shrinkage=0.00196078


Tree=5564
num_leaves=11
num_cat=0
split_feature=158 48 16 15 47 3 0 42 0 3
split_gain=9.1714e-05 0.000107261 8.42893e-05 0.000110044 9.75145e-05 0.000133389 5.56374e-05 8.48128e-05 9.47421e-05 8.7119e-05
threshold=1.0000000180025095e-35 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.09550500000000002 0.10420500000000001 -0.11287999999999999 0.084685000000000024 -0.07773999999999999 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8 -9
right_child=-2 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=0.00055945939592020233 -0.00056617333132076434 -0.00055203631802252108 -0.0005411270392056605 0.00019396798491041486 0.00061836289275209828 0.00056950038102051171 -0.00083048671573700023 0.00049612233708050759 -8.2395707145429398e-05 -0.00031056062019852397
leaf_weight=0.0013226734389306999 0.0010432941464005143 0.001081741671115812 0.0011390360345513743 0.0018558406534953213 0.0012318644622243873 0.0014224322965682356 0.0012544123158257545 0.0010225339194717897 0.0013527746409072161 0.001036418742987717
leaf_count=176 488 150 347 203 156 127 786 223 432 822
internal_value=0 3.85576e-05 9.34529e-05 3.36995e-05 0.000105052 2.54575e-05 -9.31973e-05 -0.00020741 -0.000442329 9.00609e-05
internal_weight=0 0.0127197 0.011638 0.0103153 0.00917628 0.00794441 0.00652198 0.00466614 0.00260719 0.00205895
internal_count=3910 3422 3272 3096 2749 2593 2466 2263 1218 1045
is_linear=0
shrinkage=0.00196078


Tree=5565
num_leaves=11
num_cat=0
split_feature=133 48 2 13 1 13 43 52 2 2
split_gain=0.000106032 0.000108002 8.05697e-05 7.97828e-05 0.000118242 5.99908e-05 5.51842e-05 4.73404e-05 8.0425e-05 7.59201e-05
threshold=0.10681500000000001 0.11930500000000001 0.099015000000000006 -0.089899999999999994 0.10561500000000001 -0.017604999999999999 -0.074254999999999988 -0.0066199999999999991 0.085355000000000014 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 8 -7 -9
right_child=-2 -3 3 4 -6 7 -8 9 -10 -11
leaf_value=3.3826955879037332e-05 -0.00062172436537231057 -0.00056426584384013838 0.00073866239857834043 -0.00026543143463458787 0.00058496896788873135 0.00028093469937102522 -0.00050966300609602401 3.1549547020716802e-05 -0.00048123053633152625 0.00069085348077930825
leaf_weight=0.0014092313945771888 0.0010005309102649211 0.0010396000914511963 0.0012397150511040084 0.0013473951465415336 0.0011783746545670627 0.001039520463144803 0.0014649513012811998 0.001809049970925379 0.0010908980194100249 0.0010678844362640527
leaf_count=741 545 137 211 448 239 155 652 393 181 208
internal_value=0 4.12813e-05 9.53318e-05 0.000331273 0.000131315 -1.73914e-05 -0.000243186 0.000112213 -0.000109338 0.000276275
internal_weight=0 0.0126866 0.011647 0.00376548 0.00252577 0.00788154 0.00287418 0.00500735 0.00213042 0.00287693
internal_count=3910 3365 3228 898 687 2330 1393 937 336 601
is_linear=0
shrinkage=0.00196078


Tree=5566
num_leaves=9
num_cat=0
split_feature=48 12 1 1 1 16 12 12
split_gain=1.77189e-05 4.41842e-05 7.04765e-05 4.63597e-05 3.15718e-05 5.15199e-05 4.1125e-05 4.04256e-05
threshold=0.11028500000000001 -0.036459999999999992 0.11198000000000001 0.092550000000000007 0.088010000000000019 -0.014099999999999998 0.086935000000000012 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=-0.017925242617477761 -0.010903962661695937 0.0017957496696220797 0.021389732553901371 -0.016456250620491674 0.018571976626405012 -0.0037993853890255836 -0.023796431235614202 0.022297142294237998
leaf_weight=0.0010716099236475042 0.0013437146232972786 0.0013406792096417339 0.0017832257859303185 0.0014993534252789086 0.001093024789933509 0.0010986362426213627 0.0011810345935264757 0.0012912791816845695
leaf_count=451 219 514 304 470 288 533 854 277
internal_value=0 0.00130136 0.00351982 -0.000726718 0.00320092 -0.000219722 -0.0101902 0.0103007
internal_weight=0 0.0103588 0.00928723 0.00750401 0.00600465 0.00491163 0.00252171 0.00238992
internal_count=3910 3691 3240 2936 2466 2178 1368 810
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=9
num_cat=0
split_feature=47 4 1 2 12 16 48 43
split_gain=1.83006e-05 4.91687e-05 6.62804e-05 4.60385e-05 6.00112e-05 4.47251e-05 5.70431e-05 4.71457e-05
threshold=0.11926500000000002 0.15927500000000003 0.11198000000000001 0.11043500000000002 0.096535000000000024 -0.094359999999999986 0.085425000000000015 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.018540101680569743 -0.012971585683985879 -0.0005169542522132991 0.031432396096877258 0.013700073896118273 -0.028655776324983274 -0.018946310843832321 0.023110934079181637 0.0057522284392801763
leaf_weight=0.0012910044383719664 0.0010076461071696014 0.0015476990854231961 0.0011186374218529374 0.0013966627156442703 0.0010147359478598818 0.0012617507543284264 0.0010371832264570472 0.0019946174156929629
leaf_count=332 145 241 334 395 411 1209 309 534
internal_value=0 0.00112739 0.0128871 -0.00279401 -0.00628479 -0.00221989 0.00268734 -0.00381776
internal_weight=0 0.0106623 0.00266634 0.00799595 0.00659929 0.00558456 0.00429355 0.00325637
internal_count=3910 3765 575 3190 2795 2384 2052 1743
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=9
num_cat=0
split_feature=159 484 49 151 4 52 15 12
split_gain=1.65701e-05 2.6499e-05 4.38338e-05 6.11733e-05 7.55093e-05 6.24514e-05 6.02555e-05 3.85114e-05
threshold=-1.0000000180025095e-35 0.084225000000000008 -0.081629999999999994 -0.0088999999999999982 0.15927500000000003 0.071660000000000015 -0.053579999999999996 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7
right_child=1 -3 3 4 -6 7 -8 -9
leaf_value=-0.011632900413361187 0.015690559403371728 0.015739804567118022 -0.023748795924780915 0.0022345833826986493 0.021537952933414203 0.022351295851847777 -0.025835518087747908 -0.0039553707754103841
leaf_weight=0.0011219306254660897 0.0014083330778536214 0.0011133539516169641 0.0012513092957544677 0.0013166149036767099 0.0013436964936870046 0.0010024306425936535 0.0018244011569628837 0.0012509389572833186
leaf_count=633 255 364 398 384 324 289 753 510
internal_value=0 0.00115215 -0.00057606 -0.00344346 0.000327379 -0.004956 -0.0140694 0.00774737
internal_weight=0 0.0105111 0.00939772 0.00798939 0.00673808 0.00539439 0.00314102 0.00225337
internal_count=3910 3277 2913 2658 2260 1936 1137 799
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=12
num_cat=0
split_feature=484 48 48 3 0 49 42 3 43 0 1
split_gain=0.000112153 6.8923e-05 9.55127e-05 7.61621e-05 8.21172e-05 9.67536e-05 0.000108509 7.56729e-05 9.95317e-05 8.07269e-05 7.23507e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.095825000000000007 -0.10315499999999998 -0.23029999999999998 -1.0000000180025095e-35 -0.082904999999999993 0.10666500000000002 -0.074254999999999988 -0.099864999999999995 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 -6 -7 8 -8 -10 -2
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12
leaf_value=-0.00063187326516202355 5.8190483119944312e-06 -0.00042617626638387021 0.000667274858259458 0.00044615004007154735 -0.00054207399727477601 0.00049399048488470469 0.00014059836388789169 0.00024881582297251587 -0.00015293199700164826 -0.00091321135594767556 0.00071957257383255876
leaf_weight=0.0010106226976683416 0.0010880932942017084 0.00109013892090666 0.001005363911642518 0.0011412667213230934 0.0016274630537163742 0.0013186595586124348 0.0012587472326941662 0.0013649923341434072 0.0010193267172332113 0.001134633621823612 0.0010960026644641827
leaf_count=612 120 137 183 85 419 380 478 138 109 965 284
internal_value=0 4.59642e-05 8.86617e-05 3.60138e-05 -4.47894e-05 -0.00011733 -3.94222e-06 -0.000141373 -0.000297438 -0.000553422 0.000363988
internal_weight=0 0.0131447 0.0120545 0.0110492 0.00886509 0.00772382 0.00609636 0.0047777 0.00341271 0.00215396 0.0021841
internal_count=3910 3298 3161 2978 2574 2489 2070 1690 1552 1074 404
is_linear=0
shrinkage=0.00196078


Tree=5570
num_leaves=10
num_cat=0
split_feature=48 48 51 0 4 4 13 16 2
split_gain=6.62857e-05 8.1428e-05 7.49163e-05 7.58458e-05 4.12517e-05 5.68726e-05 6.71889e-05 4.35077e-05 6.87851e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.15927500000000003 -0.076329999999999995 -0.062819999999999987 0.15737500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.0004595049352279359 -0.00047595269506987142 0.00056378966171984058 -0.000519223820055318 -9.132775602691028e-05 0.00022582618673922612 -0.00066308661313781376 -7.2148331453281204e-05 -0.00022305943740093891 0.0005980288711591946
leaf_weight=0.0013926409669750795 0.0010759717356294456 0.0010136947812092569 0.0010344219078269054 0.0011935114199992125 0.001837676544877557 0.0011982460514608792 0.0019331440699580382 0.001281287832627129 0.0010426688339466752
leaf_count=152 161 239 357 751 430 872 567 179 202
internal_value=0 3.22004e-05 -1.71756e-05 3.53925e-05 -3.42044e-05 -0.000106074 -0.000298275 6.50303e-05 0.0002301
internal_weight=0 0.0119273 0.0109136 0.00987918 0.00848653 0.00664886 0.00313139 0.00351747 0.00223618
internal_count=3910 3749 3510 3153 3001 2571 1439 1132 953
is_linear=0
shrinkage=0.00196078


Tree=5571
num_leaves=10
num_cat=0
split_feature=41 133 13 42 15 2 1 1 2
split_gain=7.47044e-05 6.97802e-05 0.000130648 7.552e-05 0.000152452 7.20844e-05 9.16702e-05 6.12834e-05 5.69328e-05
threshold=0.075585000000000013 0.10599500000000002 -0.094679999999999986 0.091145000000000018 0.084050000000000014 0.11230000000000001 0.094485000000000013 0.086560000000000012 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00019541942111681384 -0.00052801449296366256 -0.00046803266930494259 0.00014315988990628532 0.00034601404666476191 -0.00076947179769557049 -0.00037771011751993309 0.00044439649358218246 -0.00039766014251257909 0.00083060678208242129
leaf_weight=0.0011152643256484693 0.0010028446338175056 0.0010056363796161196 0.0018705809849193407 0.0017059863136442378 0.0011480425690539387 0.0014876738029048252 0.0019796766442342342 0.0014148627085255007 0.0010564241857233738
leaf_count=197 221 537 828 460 691 230 387 190 169
internal_value=0 2.77426e-05 7.00713e-05 -2.81135e-05 -0.000108897 3.40742e-06 0.000111093 -8.9742e-05 0.000504408
internal_weight=0 0.0127841 0.0117785 0.00960682 0.00790084 0.00675279 0.00526512 0.00328544 0.00217169
internal_count=3910 3689 3152 2786 2326 1635 1405 1018 366
is_linear=0
shrinkage=0.00196078


Tree=5572
num_leaves=9
num_cat=0
split_feature=48 51 0 40 51 4 0 13
split_gain=1.75915e-05 4.15408e-05 6.41122e-05 4.71342e-05 4.7505e-05 3.62247e-05 5.49643e-05 6.29115e-05
threshold=0.11028500000000001 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -0.09021499999999999 0.15927500000000003 -0.084304999999999977 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=0.023107295230393708 -0.010842723416602168 -0.01764472683560946 -0.018501069111992358 0.022405361907668033 -0.022008106664743031 0.013406916537518338 0.021897697320879539 -0.0085911686888206391
leaf_weight=0.001405048922562391 0.0013469526299760221 0.0010404371350972554 0.0011808336732006246 0.001077257474270032 0.0013250210824267803 0.0014052062092878145 0.0010665534089176472 0.0018519001186340697
leaf_count=164 219 410 343 400 903 274 414 783
internal_value=0 0.00130616 0.00342359 -7.42386e-05 0.00316085 -0.00050926 -0.00511753 0.00255104
internal_weight=0 0.0103523 0.00931182 0.00790677 0.00672594 0.00564868 0.00424347 0.00291845
internal_count=3910 3691 3281 3117 2774 2374 2100 1197
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=9
num_cat=0
split_feature=11 3 15 52 150 16 4 15
split_gain=1.58581e-05 2.76337e-05 3.58315e-05 6.88005e-05 5.05033e-05 3.88999e-05 4.48106e-05 2.74912e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.017214999999999998 0.091715000000000005 0.085200000000000012 -0.019979999999999994 0.053925000000000008 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 6 -3 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.014274466607997194 -0.011709116548839243 0.0098302512531936309 0.005837910899981375 -0.015434581924519297 0.010623599522336566 -0.026291248171804522 -0.017475035725246581 0.025048314996688956
leaf_weight=0.0013816926520217919 0.0010659980763975023 0.0011114396066441467 0.0018514482819213037 0.0011114376245572825 0.0012695849886490747 0.0013171011063066139 0.0013087121887393161 0.0012464585151608163
leaf_count=247 279 353 808 471 269 616 404 463
internal_value=0 0.00108643 -0.000890719 0.00590964 -0.00660791 -0.0124616 -0.00493525 0.0135673
internal_weight=0 0.0105979 0.00921618 0.00420934 0.00500684 0.00373725 0.00242015 0.00309791
internal_count=3910 3631 3384 1742 1642 1373 757 1271
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=9
num_cat=0
split_feature=1375 16 15 15 160 133 42 12
split_gain=1.5625e-05 2.82982e-05 7.35386e-05 8.48705e-05 5.81605e-05 4.8441e-05 9.35646e-05 0.000116161
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.14097499999999996 -0.094924999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.08622500000000001 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.0116611757828147 0.013820253897925792 -0.026289418264052733 0.026929405250866574 0.013538048469860951 -0.02273554681743073 -0.013507641501072932 0.029810518428423791 -0.027111664499067319
leaf_weight=0.0010581556365823379 0.0014974812553336788 0.0010217953151886788 0.0011829198048101787 0.0017941175068425625 0.0011366188247867509 0.0014873731475853478 0.0013000930770233955 0.0011558868579461363
leaf_count=180 322 384 222 308 477 865 501 651
internal_value=0 0.00108386 -0.00101691 0.00218816 -0.0020694 0.00202465 0.00746037 -0.00238954
internal_weight=0 0.0105763 0.0090788 0.00805701 0.00687409 0.00573747 0.0042501 0.00295
internal_count=3910 3730 3408 3024 2802 2325 1460 959
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=9
num_cat=0
split_feature=0 4 2 16 15 16 160 1
split_gain=1.81036e-05 4.65076e-05 4.53751e-05 6.67755e-05 4.9273e-05 0.000104383 5.5129e-05 4.8887e-05
threshold=-0.017269999999999997 -0.48072499999999996 0.081110000000000015 -0.012324999999999997 -0.0089749999999999986 -0.071319999999999981 -1.0000000180025095e-35 0.10386500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -4 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=-0.00080969711004658215 -0.0083278986932830545 0.020167296922513379 -0.024373810703822232 -0.032889352243295138 -0.0045551037659051601 0.036421681276018351 -0.0089025888702559657 0.017138679833331009
leaf_weight=0.0017439844308344003 0.0010115760791270605 0.0013204023412880443 0.0010266624903667058 0.0010333337788632079 0.0014148723297768874 0.0011088823187680391 0.0016377821970681729 0.0012876755112472631
leaf_count=563 194 252 575 316 698 453 602 257
internal_value=0 0.00780652 -0.00205231 -0.0127453 0.00253361 0.0134492 -0.00443689 0.00255979
internal_weight=0 0.00233198 0.00925319 0.00277732 0.00647587 0.00252375 0.00395212 0.00292546
internal_count=3910 446 3464 879 2585 1151 1434 859
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=11
num_cat=0
split_feature=158 48 50 4 151 49 42 3 15 3
split_gain=7.93464e-05 9.82601e-05 9.48602e-05 0.000108883 7.41568e-05 8.24218e-05 5.29136e-05 6.11325e-05 0.000150266 6.76641e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -0.051109999999999996 -0.07107999999999999 0.091955000000000023 -0.060719999999999989 -0.017214999999999998 -0.096314999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 9 -9 -7
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.00049539780806198816 -0.00053535917302294862 -0.00053290625155907965 -0.00049003729417569945 0.00072982222647057079 -0.00050051167323069616 0.00024770623390000173 -0.00029790375194003858 -9.9369955264576836e-05 0.00069310629125734992 -0.00046735114437359464
leaf_weight=0.001366403765502718 0.001022278220876153 0.0010788046715670902 0.0010023418405569811 0.0010837425578440136 0.0010879545001914676 0.0010043699154712244 0.0011797587868988633 0.0017856326355825515 0.0018974216127700797 0.0010311314910057179
leaf_count=373 488 150 638 297 143 249 379 156 143 894
internal_value=0 3.27813e-05 8.61321e-05 0.000141469 7.32935e-05 1.07388e-06 8.01805e-05 0.000158181 0.000308895 -0.000114523
internal_weight=0 0.0125176 0.0114388 0.0104364 0.00935267 0.00798627 0.00689831 0.00571856 0.00368305 0.0020355
internal_count=3910 3422 3272 2634 2337 1964 1821 1442 299 1143
is_linear=0
shrinkage=0.00196078


Tree=5577
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 3 43 3 0
split_gain=1.77224e-05 3.375e-05 4.2705e-05 7.37955e-05 4.73508e-05 4.77811e-05 3.13829e-05 4.67364e-05 1.57731e-05
threshold=0.11280000000000003 0.091555000000000011 0.081825000000000009 0.11260500000000001 0.088585000000000011 -0.010319999999999998 -0.0037249999999999996 -0.081774999999999987 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10
leaf_value=0.011341047959157387 -0.011124931923473028 0.018037187816992466 -0.017754741706037046 0.02464161474705015 -0.0013005091718365001 -0.028527925046253386 0.022377113544921362 -0.019020737497189494 0.0047324186071273974
leaf_weight=0.0010013200840947557 0.0012885758004268439 0.0010802673825184737 0.0012594657523244289 0.0012246855316674103 0.0015827665578791474 0.0010872959697270986 0.0010142316315269323 0.0010269712652153245 0.0010122778547151982
leaf_count=762 199 284 406 420 784 144 112 406 393
internal_value=0 0.00131529 -0.000646279 0.00206425 -0.00204738 -0.012388 0.00476185 -0.00403183 0.0135633
internal_weight=0 0.0102893 0.00920901 0.00794955 0.00672486 0.00267006 0.0040548 0.00202829 0.00202651
internal_count=3910 3711 3427 3021 2601 928 1673 1168 505
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=9
num_cat=0
split_feature=51 52 42 47 2 16 16 48
split_gain=1.70964e-05 3.45385e-05 4.5503e-05 4.86227e-05 4.20898e-05 3.76025e-05 5.97147e-05 6.35473e-05
threshold=-0.14636999999999997 -0.092854999999999979 -1.0000000180025095e-35 0.087850000000000025 0.084235000000000018 -0.0070049999999999991 -0.090809999999999988 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.012150717367683967 -0.018077340130479156 -0.016195374182921201 0.023798899089603018 -0.011475005535132712 0.021836759445147985 0.015008615578279589 -0.023022674158989759 -0.01202422582990631
leaf_weight=0.0010426117236983891 0.0010957650400207327 0.0013655051998431337 0.0012769049224215703 0.001698988981031554 0.0012004174100260709 0.0018157383781763074 0.0010183912688367862 0.0010296229410489159
leaf_count=330 541 875 618 249 387 285 534 91
internal_value=0 -0.00127526 0.000682212 0.00354866 0.00757401 0.00348299 -0.00295936 0.00620294
internal_weight=0 0.0105013 0.00940557 0.00804006 0.00634107 0.00506417 0.00324843 0.00223004
internal_count=3910 3580 3039 2164 1915 1297 1012 478
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=9
num_cat=0
split_feature=150 151 1 4 4 4 4 43
split_gain=1.70749e-05 4.22832e-05 3.84071e-05 6.45417e-05 7.14446e-05 4.91256e-05 3.61668e-05 3.4001e-05
threshold=0.084800000000000014 -0.03268999999999999 0.11198000000000001 -1.0000000180025095e-35 -0.078484999999999985 0.22584000000000001 0.15927500000000003 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -4 -5 -3
right_child=-2 2 5 6 -6 -7 -8 -9
leaf_value=-0.02074810990642342 0.0084286556562393096 -0.012085240600170683 -0.0027268605764870896 -0.03024704515564491 0.025371584534583838 0.028015089231176876 -0.0043972418401428664 0.0094569085518470038
leaf_weight=0.0010487838405621184 0.00196655298168505 0.0019404310098166204 0.0010604289673842686 0.001084684644940684 0.0011328519999345681 0.0010196135061705082 0.001080313311553692 0.0011771579130634272
leaf_count=363 458 961 184 483 837 285 147 192
internal_value=0 -0.00180447 0.000534162 -0.00329439 0.00386406 0.0123425 -0.0173482 -0.00395123
internal_weight=0 0.00954427 0.00849548 0.00641544 0.00425044 0.00208004 0.002165 0.00311759
internal_count=3910 3452 3089 2620 1990 469 630 1153
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=7
num_cat=0
split_feature=42 133 15 1 3 1
split_gain=1.62744e-05 3.62271e-05 5.133e-05 3.51185e-05 7.74979e-05 6.02884e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.094485000000000013 0.11265500000000002 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0063280996226804291 -0.0088005842100111354 0.013660616612534799 -0.017674334307527691 0.025226417132256602 -0.0055912221244451277 -0.023230217783694666
leaf_weight=0.0017311394049606627 0.0017935211118212451 0.0019731834910887902 0.0015678300587824339 0.0016194527463526957 0.001644752292087603 0.0011473980005219679
leaf_count=484 832 923 824 387 252 208
internal_value=0 0.00156983 -0.00152427 0.00259775 0.00969817 -0.00545398
internal_weight=0 0.00968376 0.00771057 0.00614274 0.00326421 0.00287854
internal_count=3910 3078 2155 1331 639 692
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=10
num_cat=0
split_feature=48 48 42 16 160 133 43 2 16
split_gain=5.41805e-05 6.03401e-05 4.91028e-05 5.08634e-05 4.96318e-05 7.93834e-05 9.1899e-05 8.4598e-05 5.27548e-05
threshold=0.11930500000000001 0.092755000000000018 0.086325000000000013 -0.090809999999999988 -0.081069999999999989 0.083815000000000014 -0.0037249999999999996 0.093070000000000014 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.00038069932080020912 -0.00043702290179310879 0.00044494457456328455 5.9725342597244527e-05 -0.00050994437995117233 -0.00062890414128074915 0.00038378636120537399 0.00049480442946911278 -0.00036435503131598238 -7.6108623020331787e-05
leaf_weight=0.0014703343589174489 0.0010465802232034306 0.0012011358979243459 0.0010671401113529068 0.0013842158556968804 0.0011225670663983075 0.0014695489011602699 0.0013245356335822701 0.0014850487696918819 0.0011736695927032405
leaf_count=393 161 287 356 954 567 433 167 374 218
internal_value=0 2.864e-05 -1.8996e-05 -0.000261952 5.50276e-05 -1.77966e-05 -0.00013338 6.26993e-06 0.000226587
internal_weight=0 0.0116982 0.0104971 0.00245136 0.0080457 0.00657537 0.00510582 0.00398325 0.00249821
internal_count=3910 3749 3462 1310 2152 1759 1326 759 385
is_linear=0
shrinkage=0.00196078


Tree=5582
num_leaves=9
num_cat=0
split_feature=11 159 49 51 133 52 13 52
split_gain=1.83732e-05 2.27298e-05 4.26961e-05 4.93828e-05 5.29277e-05 4.89134e-05 4.11767e-05 2.95163e-05
threshold=0.077330000000000024 0.090705000000000022 -0.006494999999999999 -0.0084849999999999978 -1.0000000180025095e-35 -0.068164999999999989 -0.073799999999999991 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -6 -8
right_child=-2 -3 3 4 6 -7 7 -9
leaf_value=0.0057693727623017296 -0.012680128446220136 -0.013078196561573378 0.02462782219590513 -0.017601691757194764 0.020775304910846764 -0.02115335721070593 -0.0074332552406834815 0.013477171422564655
leaf_weight=0.0013308837587487196 0.0010471889704702997 0.0010053230457735133 0.001286094659772574 0.001027470197865676 0.001542403075429868 0.0013689440835071567 0.00177693387850164 0.0010886101613490616
leaf_count=253 279 462 469 820 521 371 483 252
internal_value=0 0.00121498 0.00274016 0.00700666 0.00283725 -0.00788176 0.00760147 0.000510543
internal_weight=0 0.0104267 0.00942134 0.00672151 0.00543542 0.00269983 0.00440795 0.00286554
internal_count=3910 3631 3169 2545 2076 624 1256 735
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=11
num_cat=0
split_feature=48 4 42 16 0 133 49 52 0 15
split_gain=7.43514e-05 8.16965e-05 8.53606e-05 4.49859e-05 7.1971e-05 9.86396e-05 0.000100969 0.000104594 6.43372e-05 2.14761e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 0.31524000000000002 -0.060094999999999989 -0.0056849999999999991 -0.00064499999999999985 -0.068164999999999989 -0.10071499999999999 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -8
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00053964682067391507 -0.00049846169407858666 0.00048922738159698292 -0.00043457808338310768 -0.00030582152651010246 0.0004648837853254765 0.00022120441087480674 0.00033967892666750867 -0.00065307756518974479 -4.5754110262330573e-05 0.00073999602135473215
leaf_weight=0.0010604817539052545 0.0011167522382751508 0.0013279206802855438 0.0016644964791433228 0.0012007632508088612 0.0016579654397050848 0.0010498062346851389 0.0010209063615134184 0.0010545893551600618 0.0010988292231495222 0.0010402238333002021
leaf_count=764 161 388 655 250 230 199 93 274 784 112
internal_value=0 3.01673e-05 -2.60266e-05 4.80222e-05 0.000101247 5.92481e-06 0.000115828 -0.00021693 0.00033743 0.000541713
internal_weight=0 0.012176 0.0108481 0.00918357 0.0079828 0.00632484 0.00526436 0.0021044 0.00315996 0.00206113
internal_count=3910 3749 3361 2706 2456 2226 1462 473 989 205
is_linear=0
shrinkage=0.00196078


Tree=5584
num_leaves=9
num_cat=0
split_feature=12 0 47 1 1 15 151 3
split_gain=1.66977e-05 2.56502e-05 5.33244e-05 4.77738e-05 6.75304e-05 6.29942e-05 6.37216e-05 3.52899e-05
threshold=0.10700500000000002 -0.017269999999999997 0.10887000000000001 0.11097000000000001 0.095575000000000007 -0.0063699999999999989 -0.0074049999999999993 -0.084129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0038622107272260823 -0.011909200288449629 0.012196163998182255 -0.022333519431310275 -0.014294344323773809 0.025964994050453993 -0.0037894968530054877 -0.030019041154783845 0.020121005778687945
leaf_weight=0.0011814262823978195 0.0010775463755827051 0.0017534633217711057 0.001037683341121017 0.0014797419360158028 0.0012991172980213288 0.0010078984110169237 0.0010470566103516594 0.0015926538359555984
leaf_count=345 355 384 198 344 289 631 695 669
internal_value=0 0.00116815 -0.0010685 0.00183195 0.00572591 0.000281143 -0.012057 0.010854
internal_weight=0 0.010399 0.00864558 0.00760789 0.00612815 0.00482904 0.00222848 0.00260055
internal_count=3910 3555 3171 2973 2629 2340 1040 1300
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=9
num_cat=0
split_feature=48 4 42 43 16 0 3 15
split_gain=5.59424e-05 7.7712e-05 7.97433e-05 5.01278e-05 5.81771e-05 7.66074e-05 8.67659e-05 0.000114124
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 0.12326000000000002 0.15737500000000001 -0.077944999999999987 0.084925000000000014 -0.088379999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00020651358678408824 -0.00044301644356728941 0.00048543587227036075 -0.00042557923350711847 0.00045390985397818386 -0.00036430063519642673 0.00049854111992329332 0.00028971111968143648 -0.00055060705188012861
leaf_weight=0.0013093163193503359 0.0010495964401025628 0.0012804285518138751 0.0016248083537605739 0.0010286263995702731 0.0014284473110596141 0.0012986213603703063 0.0019548747856712456 0.0018426423472940833
leaf_count=418 161 388 655 203 399 325 166 1195
internal_value=0 2.94181e-05 -2.62584e-05 4.6951e-05 -6.48456e-06 7.33101e-05 -3.48222e-05 -0.000236101
internal_weight=0 0.0117678 0.0104873 0.00886253 0.0078339 0.00640545 0.00510683 0.00315196
internal_count=3910 3749 3361 2706 2503 2104 1779 1613
is_linear=0
shrinkage=0.00196078


Tree=5586
num_leaves=11
num_cat=0
split_feature=124 48 0 4 12 16 2 15 3 13
split_gain=7.39974e-05 8.68657e-05 0.000155654 0.000193854 5.50095e-05 9.27855e-05 6.16128e-05 4.64537e-05 9.64535e-05 0.000142634
threshold=-0.061329999999999989 0.11930500000000001 -0.17106499999999999 0.0057500000000000008 0.088285000000000016 0.050115000000000007 0.085155000000000022 0.088190000000000004 -0.10628499999999998 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 -6 -10
right_child=1 -3 4 -5 7 -7 -8 -9 9 -11
leaf_value=0.00050550644937202318 -0.00014487126071780623 -0.0005854356806549078 -0.00037801633523544624 0.0009761240395426351 0.00035405535190664275 -0.00067925284977715021 0.00016843219491194673 0.00030330725627707086 0.00012572353911664773 -0.0008771251922080833
leaf_weight=0.0010205868414796095 0.0011117426056626049 0.0010432848021269111 0.0014371567553630382 0.0012713455163649856 0.0011840479011213934 0.0014142239510269061 0.0017706797206767119 0.0016652867972494177 0.0011729422030949161 0.0010189600724711504
leaf_count=310 76 145 578 120 213 287 697 679 177 628
internal_value=0 -4.26647e-05 4.34233e-06 0.000453165 -0.000106343 -0.000260846 -7.63846e-05 3.53133e-05 -9.68825e-05 -0.000340476
internal_weight=0 0.0130897 0.0120464 0.00238309 0.0096633 0.00462206 0.00320784 0.00504124 0.00337595 0.0021919
internal_count=3910 3600 3455 196 3259 1562 1275 1697 1018 805
is_linear=0
shrinkage=0.00196078


Tree=5587
num_leaves=11
num_cat=0
split_feature=158 48 16 15 49 48 47 3 0 16
split_gain=6.49791e-05 7.96624e-05 7.91628e-05 7.66088e-05 8.9963e-05 9.31734e-05 6.70735e-05 5.80611e-05 5.4564e-05 8.37446e-05
threshold=1.0000000180025095e-35 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 -0.085174999999999987 0.016865000000000002 0.09550500000000002 0.084925000000000014 -0.077944999999999987 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 9 -6
right_child=-2 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=0.00053153391738934672 -0.00049462625280771385 -0.0004848044391053013 -0.00047432987523038345 -0.00047246635913652163 1.3190482100696219e-07 0.00058256478576544223 0.00048812483545041121 0.00030860702578106762 7.8087219904395406e-05 -0.00078488240468753141
leaf_weight=0.0012818103603935193 0.0010050352938166087 0.0010792522932424721 0.0010994556307505629 0.0010217810605080398 0.0010614082028521138 0.0015160716887523875 0.0010697647174785826 0.0012967500221251968 0.0018196474434120594 0.0010289753277584264
leaf_count=176 488 150 347 166 532 288 136 130 682 815
internal_value=0 2.39528e-05 7.29966e-05 1.37101e-05 7.45853e-05 0.000146316 4.09415e-05 -5.0935e-05 -0.000170176 -0.000386285
internal_weight=0 0.0122749 0.0111957 0.00991385 0.0088144 0.00779262 0.00627655 0.00520678 0.00391003 0.00209038
internal_count=3910 3422 3272 3096 2749 2583 2295 2159 2029 1347
is_linear=0
shrinkage=0.00196078


Tree=5588
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 0 13 13
split_gain=1.66084e-05 3.577e-05 3.19787e-05 3.52085e-05 3.63254e-05 5.11385e-05 2.5468e-05 2.51302e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985 0.0015650000000000002 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.0053072559183989995 -0.016151470383232232 -0.024660058595628861 0.015354341042005355 0.014583654388267002 -0.020660473146287585 0.0096726535384505565 0.015190456296689437 -0.0039158249045417939
leaf_weight=0.0013510668411895977 0.0011509524720343979 0.0010730878071540161 0.0016234921890010499 0.0017316322215079117 0.0010578186479786157 0.0011711128378868072 0.0010994019916027095 0.0012812557553914074
leaf_count=467 256 733 349 439 366 300 158 842
internal_value=0 -0.00456826 0.00312759 -0.000755806 0.00371822 -0.00472301 0.00388904 -0.0133709
internal_weight=0 0.00480481 0.00673501 0.00511152 0.00396056 0.00222893 0.00245047 0.00235434
internal_count=3910 2200 1710 1361 1105 666 625 1575
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=9
num_cat=0
split_feature=13 403 40 160 2 2 52 12
split_gain=1.50533e-05 3.5826e-05 4.22271e-05 5.79235e-05 4.48739e-05 6.75494e-05 5.29557e-05 4.13432e-05
threshold=0.17936000000000002 0.03138500000000001 -0.018084999999999997 -1.0000000180025095e-35 0.10869000000000002 0.092340000000000019 -0.068164999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=0.017419782762683383 -0.010652648897782521 0.016841405415009114 -0.018971855664280987 0.016832562210840746 -0.012567019465564849 0.026966584242834452 0.0033802012016041455 -0.024734554398349748
leaf_weight=0.0010885930284461305 0.0012035944711852207 0.0012773174682670857 0.0018699199820754976 0.0010902077154641707 0.0017117390749696497 0.0011806547746847579 0.0010712647115787386 0.0010220563837427001
leaf_count=333 221 418 1004 296 394 373 143 728
internal_value=0 0.00116544 -0.00105087 -0.00358138 0.00115517 0.00653735 -0.00103911 -0.0103467
internal_weight=0 0.0103118 0.00903444 0.00794584 0.00607592 0.00436418 0.00318353 0.00209332
internal_count=3910 3689 3271 2938 1934 1540 1167 871
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=9
num_cat=0
split_feature=403 52 0 1 2 2 2 3
split_gain=1.77918e-05 3.00464e-05 7.65633e-05 6.83063e-05 0.000105132 8.52664e-05 0.000101879 5.71745e-05
threshold=0.087440000000000004 0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.097940000000000013 0.087005000000000013 0.081110000000000015 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.0096734567149864628 -0.012768552468215906 -0.011879519782226235 0.022382955294958453 -0.00018220180063547201 0.030272680205701254 -0.021673903975776704 0.03172161526262534 -0.033326476132231275
leaf_weight=0.0013437958062736625 0.0010055569483449359 0.0015126807894281042 0.0017112723684131591 0.0010621733044960228 0.001250540910557668 0.0015085063739842643 0.0010663461256761745 0.0010204898664564926
leaf_count=496 349 600 362 250 440 712 539 162
internal_value=0 0.00115692 0.00335704 -0.00113265 0.00502769 -0.00302863 0.00864143 -0.0164227
internal_weight=0 0.0104758 0.00896312 0.00725185 0.00516919 0.00391865 0.00241014 0.00208266
internal_count=3910 3561 2961 2599 2187 1747 1035 412
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=10
num_cat=0
split_feature=48 4 42 43 16 0 1 3 3
split_gain=6.45975e-05 6.64848e-05 9.29375e-05 8.81825e-05 6.99686e-05 9.35256e-05 0.000119057 0.000124983 4.6267e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 0.14198000000000002 0.15737500000000001 -0.077944999999999987 0.095575000000000007 0.084925000000000014 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0002460557831397641 -0.00046026404945540223 0.00044373680428990152 -0.00043601269868724136 0.00058757231216829151 -0.00039114518458289283 0.00051974039434650899 0.00045004776241103412 0.00026741964315516251 -0.00077436440852048463
leaf_weight=0.0015377105052711963 0.0011083046858451741 0.0013551428759189807 0.001715294580881409 0.0010794146274610396 0.0015024707005880491 0.0014419292800818308 0.0013967975184405283 0.0013593571093272749 0.0010884236321368796
leaf_count=1278 161 388 655 199 399 327 185 89 229
internal_value=0 3.36921e-05 -1.62719e-05 6.02719e-05 -8.08364e-06 7.6254e-05 -4.25571e-05 -0.000215201 -0.000465018
internal_weight=0 0.0124765 0.0111214 0.0094061 0.00832669 0.00682422 0.00538229 0.00398549 0.00262613
internal_count=3910 3749 3361 2706 2507 2108 1781 1596 1507
is_linear=0
shrinkage=0.00196078


Tree=5592
num_leaves=9
num_cat=0
split_feature=1 0 15 2 15 15 1 2
split_gain=2.17641e-05 4.38866e-05 3.30443e-05 3.28528e-05 4.61527e-05 4.16633e-05 6.1746e-05 3.63499e-05
threshold=0.076710000000000014 -0.087614999999999985 0.041585000000000004 0.11462500000000002 0.035895000000000003 -0.017214999999999998 0.11097000000000001 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.02316960355696579 -0.0037974623965970657 -0.0078461049434198158 0.013875440476698159 0.015762594028215782 -0.019366239739943288 0.021893840010754506 -0.018983906328511255 0.020511468240666401
leaf_weight=0.0010839071353609293 0.0012465584054803611 0.001862069232330248 0.0011225618488414375 0.0016185950696177695 0.001045978929319299 0.0010068591960435006 0.0012653749070240987 0.0012144069356282393
leaf_count=630 266 579 799 413 496 297 249 181
internal_value=0 -0.00593522 0.000323675 0.00317046 -0.000356264 0.00384471 -0.00103218 0.00819821
internal_weight=0 0.00406854 0.00298463 0.00739777 0.00577918 0.0047332 0.00372634 0.00246097
internal_count=3910 2008 1378 1902 1489 993 696 447
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=10
num_cat=0
split_feature=123 133 50 48 3 4 151 3 0
split_gain=9.41024e-05 0.000120146 0.000107277 9.55095e-05 0.000140349 8.39428e-05 8.28079e-05 6.30388e-05 9.38786e-05
threshold=1.0000000180025095e-35 0.10599500000000002 0.086465000000000014 0.11379500000000002 0.10420500000000001 0.070230000000000015 -0.0074049999999999993 -0.089604999999999976 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=0.00030025152639786288 0.00056269548928037554 -0.00070900499737252913 -0.00060838476064226132 -0.00048659693455397777 0.00058699063068065366 0.00034245809073343961 4.675727781041403e-05 -2.5306812239638803e-05 -0.00077202153805511079
leaf_weight=0.0013340177645211598 0.001010772231842723 0.0010064217177793442 0.0010262028337581176 0.0011185311387584126 0.0019579933196787339 0.0020012813622494437 0.001601701815767206 0.0011473905947186661 0.0014852307874121296
leaf_count=289 334 526 543 114 229 317 427 94 1037
internal_value=0 -5.89737e-05 -2.92624e-06 5.54351e-05 0.000119069 -1.96574e-06 -0.000125753 -0.000259965 -0.000446577
internal_weight=0 0.0126788 0.0116723 0.0106461 0.00952762 0.00756962 0.00556834 0.00423432 0.00263262
internal_count=3910 3576 3050 2507 2393 2164 1847 1558 1131
is_linear=0
shrinkage=0.00196078


Tree=5594
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 16 0 0 4
split_gain=0.000129438 7.83342e-05 0.000140878 9.99969e-05 0.000131609 9.54288e-05 4.23067e-05 5.1558e-05 8.6865e-05 4.52511e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 -0.19424999999999998 -0.11991499999999998 -0.06402999999999999 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.00068591548502465688 -0.00053502007780964781 -0.00047968499414247637 0.00072857699294901748 -0.00025973704132331777 0.00059856510629840238 -0.0004445323591889153 0.00047695987995221591 0.00010802258288327113 0.00048966103593033787 -0.0004090809993062161
leaf_weight=0.0010199168436854514 0.0011400117368741683 0.0010269188783971353 0.0011771201355305827 0.0011160217612599466 0.0015684589370187083 0.0016386246591196391 0.0014366313069776098 0.0012653196339992494 0.0011473431526541401 0.0013393014701988618
leaf_count=612 261 137 368 92 117 499 125 797 146 756
internal_value=0 3.97839e-05 8.48815e-05 1.37468e-05 7.95185e-05 -2.29716e-05 8.65957e-05 0.000161089 4.01415e-05 -0.000157873
internal_weight=0 0.0128558 0.0118288 0.0106517 0.0095117 0.00794324 0.00630462 0.0051886 0.00375196 0.00260462
internal_count=3910 3298 3161 2793 2532 2415 1916 1824 1699 1553
is_linear=0
shrinkage=0.00196078


Tree=5595
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 3 3 49 47 4
split_gain=5.56304e-05 8.63419e-05 7.10506e-05 8.52595e-05 0.000150214 4.88009e-05 7.02847e-05 7.49592e-05 7.0125e-05 1.40594e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.14868999999999996 0.11230000000000001 -0.10628499999999998 -0.076734999999999984 -0.065249999999999989 0.09252500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 9 -9
right_child=-2 2 -4 4 -6 6 7 8 -10 -11
leaf_value=0.0005576635246488772 -0.00044514977501846779 0.00056539713578926637 -0.00051928099817322257 0.00038172605052101991 -0.00068539113568177542 -0.00034788320271177071 -0.0003492278684833425 0.00064344102577371836 -0.00012264786354997286 0.00032489222535722959
leaf_weight=0.001074115890324326 0.0010413086600723096 0.0010100404535337256 0.0010141447446538722 0.0015033906858634904 0.0011848139066415351 0.001722824429356379 0.0010022365690510663 0.0010014537400733587 0.0011723484765375769 0.0011380284365322371
leaf_count=179 557 322 546 260 282 1139 148 254 69 154
internal_value=0 2.75929e-05 -2.53741e-05 2.6078e-05 -3.6355e-05 6.56288e-05 -1.30901e-05 0.00012061 0.000262793 0.000473999
internal_weight=0 0.0118234 0.0107493 0.00973514 0.0087251 0.00754028 0.00603689 0.00431407 0.00331183 0.00213948
internal_count=3910 3353 3174 2628 2306 2024 1764 625 477 408
is_linear=0
shrinkage=0.00196078


Tree=5596
num_leaves=10
num_cat=0
split_feature=1 48 47 0 0 16 2 3 4
split_gain=1.85014e-05 2.88244e-05 5.82214e-05 7.74408e-05 4.67303e-05 3.54054e-05 2.72273e-05 6.37147e-05 4.78601e-05
threshold=0.085835000000000009 0.087945000000000009 0.09252500000000001 -0.084154999999999994 -0.19631499999999999 -0.088144999999999987 0.10393500000000001 -0.084129999999999996 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -3 -2 7 -1 -9
right_child=1 4 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.01595328521198144 0.038790496077178931 -0.022017720033713339 -0.0091780073743526949 -0.0072257995763049497 0.0075117405910991924 0.013096025859788533 -0.017954525400362287 -0.0043480080043148961 0.026006997799109484
leaf_weight=0.0015358226195899189 0.0010860414141016994 0.0010033878962504017 0.0014041341010376674 0.0010327641564436335 0.001150243549366551 0.0010593994498784278 0.0011889271637998029 0.001033496970914339 0.0010442104560657219
leaf_count=904 245 71 182 769 279 164 356 622 318
internal_value=0 0.00329579 0.00778037 0.0152726 -0.00624619 0.0261028 -0.00482772 -0.000508724 0.0109078
internal_weight=0 0.00673597 0.00458234 0.00317821 0.00215363 0.00214544 0.00480246 0.00361353 0.00207771
internal_count=3910 1710 1360 1178 350 409 2200 1844 940
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=9
num_cat=0
split_feature=1 4 52 0 43 16 0 4
split_gain=1.74103e-05 5.50908e-05 3.6208e-05 5.17479e-05 7.06471e-05 3.79972e-05 3.62636e-05 3.52515e-05
threshold=0.11235500000000002 0.24280000000000004 0.11401500000000002 -0.077944999999999987 -0.0037249999999999996 -0.094359999999999986 -0.032484999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5 -7
right_child=1 -3 -4 6 5 7 -8 -9
leaf_value=-0.026085922590150926 -0.0044980544580762371 0.024810316848079231 -0.019857725763896855 0.025747059886839948 -0.011595491263997551 -0.0020524312846171839 0.0020913280472019537 0.022906099798911117
leaf_weight=0.0012909176238543275 0.0016403432527323728 0.0010530953886515404 0.0010286967372122027 0.0010511000917206711 0.001455222402294204 0.0012700942565847312 0.0016899170790366036 0.0010206654811658307
leaf_count=1269 288 343 514 520 245 358 303 70
internal_value=0 0.00696109 -0.00222637 0.000105529 -0.0059116 0.00104076 0.0111626 0.00906803
internal_weight=0 0.00269344 0.00880661 0.00777792 0.0050369 0.00374598 0.00274102 0.00229076
internal_count=3910 631 3279 2765 1942 673 823 428
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=11
num_cat=0
split_feature=123 50 48 3 3 15 12 1 52 4
split_gain=7.03272e-05 8.41161e-05 8.92053e-05 9.19647e-05 0.000132697 0.00013018 0.000149221 9.33783e-05 5.95579e-05 5.01722e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.11379500000000002 0.094625000000000015 -0.10628499999999998 0.088190000000000004 0.086935000000000012 0.076710000000000014 -0.0066199999999999991 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 8 -1 -6 -5
right_child=-2 -3 -4 9 5 -7 -8 -9 -10 -11
leaf_value=-4.3946440628343073e-05 0.00049541369865932017 -0.00058755252585098686 -0.0005080995426452829 0.00010271191727578991 -0.00046701220557980388 0.00037022978464719045 -0.00089324567090261794 0.00077421566859432896 0.00011054074090018403 0.00061923558592027366
leaf_weight=0.0010838097967183556 0.0010062281288706299 0.0010046627567157672 0.0011770282408927113 0.0014586785960014064 0.0011284732321078799 0.0011530300733059232 0.0014149051502067383 0.0010617124530050101 0.001752556092491502 0.0014335667569377081
leaf_count=128 334 654 123 145 344 562 796 276 385 163
internal_value=0 -4.31537e-05 3.73831e-06 6.11869e-05 -5.21285e-05 -0.000214766 -0.000371779 0.000360921 -0.000115682 0.000358731
internal_weight=0 0.0126684 0.0116638 0.0104867 0.00759449 0.00544896 0.00429593 0.00214552 0.00288103 0.00289225
internal_count=3910 3576 2922 2799 2491 2087 1525 404 729 308
is_linear=0
shrinkage=0.00196078


Tree=5599
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 151 1 0 0
split_gain=6.63603e-05 5.19844e-05 6.75843e-05 0.000126318 8.3276e-05 7.76033e-05 5.24723e-05 7.77518e-05 4.04624e-05 8.65668e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.055684999999999991 -0.096614999999999993 -0.044604999999999992 0.10113500000000002 -0.10209999999999998 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 -8 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.0004830995193741785 -0.00045248028065471535 -0.00038696409700207532 0.00054555972162939007 0.00083286051257255899 0.00019267309996953152 -0.00052034908371664367 -0.00040604896842372706 0.00034563294528777727 0.00044040417123994858 -0.00035240388018459724
leaf_weight=0.0010241178788914862 0.0010530010838363368 0.0010178120463451438 0.0010029988433479264 0.0011163158987119726 0.0013031575512816641 0.0010676682085701827 0.0013954408531496689 0.0018989130654767385 0.0010075785582309743 0.0011160013323397795
leaf_count=627 213 480 353 117 395 232 204 344 469 476
internal_value=0 3.69236e-05 7.62845e-05 0.000261118 7.19418e-05 -0.000128426 -5.19699e-05 2.58712e-05 -0.000146677 2.37611e-05
internal_weight=0 0.0119789 0.0109611 0.00449014 0.00337382 0.00237083 0.00647093 0.00541793 0.00351902 0.00212358
internal_count=3910 3283 2803 1097 980 627 1706 1493 1149 945
is_linear=0
shrinkage=0.00196078


Tree=5600
num_leaves=8
num_cat=0
split_feature=1 42 133 2 13 2 0
split_gain=1.58453e-05 3.98154e-05 3.72195e-05 5.87969e-05 0.000151365 6.67641e-05 2.84474e-05
threshold=0.12864500000000004 0.092145000000000019 0.065880000000000008 0.089785000000000018 -1.0000000180025095e-35 0.10796500000000002 -0.10209999999999998
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=-0.043731388658839167 0.010436296589215126 -0.016266027790889922 0.013441452439909019 0.020444150784276326 -0.0084997151290323834 -0.0069839928039974429 0.014200631533672299
leaf_weight=0.0010270348233081322 0.0012762957863364831 0.0015287239309671056 0.0019405695597801116 0.0017611757887773206 0.0011153560726566702 0.0017888933612391703 0.0010930627223448295
leaf_count=821 331 727 892 478 94 339 228
internal_value=0 -0.00137904 0.00122902 -0.00226358 -0.0120143 0.006623 0.00273588
internal_weight=0 0.0102548 0.00872609 0.00678552 0.00323545 0.00355007 0.00220842
internal_count=3910 3579 2852 1960 1143 817 322
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=10
num_cat=0
split_feature=133 13 50 15 2 3 3 43 52
split_gain=6.7994e-05 0.000106071 6.74261e-05 7.43286e-05 0.000118894 6.06307e-05 6.25935e-05 7.29567e-05 6.08247e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 -0.14868999999999996 0.11230000000000001 -0.10628499999999998 -0.076734999999999984 -0.074254999999999988 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 -9
right_child=-2 2 -4 4 -6 6 7 8 -10
leaf_value=0.00058542400003864809 -0.00049659961644916973 0.00052347770997325234 -0.00050338115282024453 0.00040039994017841105 -0.00061957213299325235 -0.00034969091499830764 0.00051568030503314558 -0.00039634192030388321 0.00015584253037793632
leaf_weight=0.0012002446551078313 0.0010130509385132503 0.0010165207373716159 0.0010408494738369583 0.0015383754178475602 0.0011664372257016399 0.0017392797004087031 0.0011434006960587858 0.0012628084973521463 0.0019532512202480707
leaf_count=193 557 317 545 260 279 1139 204 159 257
internal_value=0 3.22873e-05 -2.88401e-05 2.14575e-05 -3.65094e-05 5.25434e-05 -3.52016e-05 9.02692e-05 -6.09766e-05
internal_weight=0 0.0120612 0.0108609 0.00982007 0.00880355 0.00763712 0.00609874 0.00435946 0.00321606
internal_count=3910 3353 3160 2615 2298 2019 1759 620 416
is_linear=0
shrinkage=0.00196078


Tree=5602
num_leaves=9
num_cat=0
split_feature=1 3 3 43 42 48 52 16
split_gain=1.59734e-05 4.0494e-05 5.66631e-05 3.62717e-05 5.82456e-05 3.68689e-05 6.33191e-05 7.72938e-05
threshold=0.10498500000000001 -0.075954999999999981 0.11265500000000002 -0.15648499999999999 0.088585000000000011 0.086215000000000014 0.086950000000000013 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.014688817498101386 -0.011811681765596079 0.027082428698145283 -0.0010826384131514945 0.029067328526417115 -0.027272023339168019 -0.017134557488658671 -0.016457120466056574 -0.0029081983956038403
leaf_weight=0.0010288843724264463 0.0010442610551596593 0.0012623885887669221 0.001645198595353353 0.0012962466912449203 0.0010352168729691113 0.0011741818197859568 0.0012206514221868945 0.001813788968609216
leaf_count=235 249 348 262 350 839 306 446 875
internal_value=0 0.00507937 0.0111458 -0.00276435 -0.00551008 -0.00141764 0.0028437 0.010419
internal_weight=0 0.00395185 0.00290759 0.00756897 0.00654009 0.00550487 0.00433069 0.00311004
internal_count=3910 859 610 3051 2816 1977 1671 1225
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=8
num_cat=0
split_feature=4 151 12 403 42 16 16
split_gain=1.47736e-05 3.51063e-05 2.97586e-05 5.61565e-05 5.44451e-05 5.25763e-05 9.40555e-05
threshold=0.28937500000000005 -0.024429999999999997 0.086865000000000012 0.03138500000000001 0.091230000000000019 -0.085924999999999987 0.022165000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.011436843469324148 0.0093750189958308767 -0.024575988120950396 -0.01576822902717407 0.022607077913871759 0.012738053500218435 0.015282835761134178 -0.020865929137796412
leaf_weight=0.0017510173117950964 0.0014485520833672815 0.0015510095117606698 0.0017568305560917545 0.0010050946864851081 0.0010830463928922852 0.0015275069108599553 0.0013611738947962165
leaf_count=558 426 369 990 288 526 498 255
internal_value=0 -0.0014282 -0.00414731 0.00229288 -0.00489676 -0.0097248 -0.00175081
internal_weight=0 0.0100357 0.00828466 0.00384497 0.00283988 0.00443969 0.00288868
internal_count=3910 3484 2926 1804 1516 1122 753
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 0 4 42
split_gain=1.78393e-05 4.31458e-05 7.6871e-05 5.79912e-05 4.36059e-05 5.66619e-05 5.93724e-05 1.88656e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.090325000000000003 -0.10071499999999999 -0.076329999999999995 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.010713462165116601 0.012904815042821158 0.016398740644712254 -0.028796433274505231 0.018915443823435008 -0.023186275626759154 -0.006608821209173066 -0.024169288617419429 0.012258452423496977
leaf_weight=0.0013551167891760274 0.0019610760677701215 0.0011875903136277692 0.0010880713915487313 0.0012935493725014843 0.0010261024080410663 0.0011259257381753727 0.0014135292938114124 0.001001269219299663
leaf_count=210 321 419 144 214 150 620 1399 433
internal_value=0 -0.00150585 -0.00389243 -0.000427943 -0.00426097 -0.000731343 -0.00828391 0.00227199
internal_weight=0 0.0100971 0.00890952 0.00782145 0.0065279 0.0055018 0.00354072 0.00212719
internal_count=3910 3700 3281 3137 2923 2773 2452 1053
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=8
num_cat=0
split_feature=4 42 52 133 15 1 2
split_gain=1.78861e-05 2.62464e-05 4.62602e-05 4.04638e-05 6.02192e-05 4.6829e-05 6.14579e-05
threshold=0.28937500000000005 0.092145000000000019 0.14114500000000005 0.065880000000000008 0.035895000000000003 0.095575000000000007 0.088820000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.022802535562988394 0.010360056048435692 -0.013688874138550345 0.020291472998100739 0.011396201158135132 -0.024132728973273371 0.013303737730519778 0.0072840714365326534
leaf_weight=0.0014081079402351875 0.0014406233691214515 0.001513435885940057 0.0010464867255839602 0.0016962324692536375 0.0014096175194671691 0.0015910527865287544 0.0013111093618133379
leaf_count=297 426 702 339 763 756 314 313
internal_value=0 -0.00155984 0.00060929 -0.00216806 -0.00619054 -0.00032278 -0.00829585
internal_weight=0 0.00997604 0.00846261 0.00741612 0.00571989 0.00431027 0.00271922
internal_count=3910 3484 2782 2443 1680 924 610
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=9
num_cat=0
split_feature=484 1 160 133 2 16 2 4
split_gain=1.47881e-05 4.31431e-05 6.19014e-05 5.30207e-05 4.69631e-05 4.48474e-05 3.98598e-05 4.67486e-05
threshold=0.084225000000000008 0.12263000000000002 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.15168999999999996 0.086650000000000019 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=-0.026935770580235115 0.010231462754130255 0.014427742828165405 -0.021108704643226967 0.02050451059820789 -0.017196145074386954 -0.013366875072714286 -0.0031014003935928478 0.024480817699021256
leaf_weight=0.0010372000398342863 0.0012456284138671536 0.0014859399016169542 0.0011089252183126078 0.0015667373388256745 0.0010167291806745683 0.0013575980483262074 0.0015523953825498766 0.0010170704623279447
leaf_count=731 470 333 806 166 238 530 428 208
internal_value=0 -0.0013141 -0.00401623 -0.000896303 0.00254643 0.00620016 0.000493313 0.00781646
internal_weight=0 0.0101426 0.00865666 0.00761946 0.00651053 0.0054938 0.00392706 0.00256947
internal_count=3910 3440 3107 2376 1570 1332 1166 636
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=9
num_cat=0
split_feature=133 160 1 2 13 2 0 3
split_gain=1.79375e-05 3.62051e-05 3.64686e-05 4.37582e-05 0.000107996 3.19167e-05 2.78329e-05 3.70366e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.10386500000000001 0.10393500000000001 -0.07409499999999998 0.088300000000000003 -0.16443499999999997 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4 -8
right_child=1 2 6 -5 5 -7 7 -9
leaf_value=0.010867296858554205 -0.015321384716499112 0.023107535999010331 -0.0036842217926383071 -0.020411546390387073 -0.0012543017812744386 -0.023043763959581957 0.003184744286071003 0.030337743654491267
leaf_weight=0.0013296142986750506 0.0015927461702954912 0.0014537523478173795 0.0010003206418954698 0.0012248504345353647 0.0015667786398215174 0.001177426465163348 0.0010069650624506847 0.0010023972619718517
leaf_count=604 747 623 105 311 571 366 209 374
internal_value=0 -0.00149394 0.00111782 -0.00378144 0.00107078 -0.0106033 0.00994523 0.0167304
internal_weight=0 0.0100252 0.00843249 0.00542281 0.00419796 0.00274421 0.00300968 0.00200936
internal_count=3910 3306 2559 1871 1560 937 688 583
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=8
num_cat=0
split_feature=157 2 12 150 15 2 12
split_gain=1.64574e-05 3.24087e-05 3.93948e-05 3.70779e-05 4.41985e-05 3.16981e-05 1.37996e-07
threshold=-0.07453499999999999 0.086545000000000025 0.086865000000000012 0.085075000000000026 -0.038029999999999987 0.095195000000000016 0.091650000000000023
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=0.011634520069192168 -0.018691763447993472 -0.013071245543750429 0.0023755867744152358 0.016901205810598917 0.018507804606294524 -0.00095411919944695745 -0.0026117457875382416
leaf_weight=0.0010909203699652576 0.0019237266401188422 0.0019401586371278305 0.0016479754801535292 0.001462527568505307 0.0012484537959918723 0.001005157228546126 0.0010037134654384229
leaf_count=502 731 826 736 238 472 151 254
internal_value=0 -0.00128611 -0.00897133 0.00283541 -0.00112259 0.00599438 -0.00178234
internal_weight=0 0.0102317 0.0035717 0.00666001 0.00519748 0.00325732 0.00200887
internal_count=3910 3408 1467 1941 1703 877 405
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=11
num_cat=0
split_feature=133 13 47 51 0 16 4 2 2 43
split_gain=5.32391e-05 0.000104304 4.81578e-05 7.94678e-05 0.000164127 8.12384e-05 7.76787e-05 6.8221e-05 0.000132451 4.60802e-05
threshold=0.10681500000000001 -0.23438999999999996 0.11669500000000001 0.08955500000000001 -0.10575999999999998 -0.27337499999999998 -0.00027999999999999998 0.088485000000000022 -1.0000000180025095e-35 -0.083094999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -6 -9
right_child=-2 2 -4 -5 7 6 -8 9 -10 -11
leaf_value=0.00055711047384394898 -0.00044641291104518659 1.7309551722196571e-05 -0.00042328142850466606 -0.00043587956367969766 0.00020217786991625109 0.00023998016108467732 0.00098337870316862882 0.00039214646903834528 -0.00067395394806600019 -0.00014177814316266996
leaf_weight=0.0012616337826756941 0.0010060279213604658 0.0012981187048554895 0.0011196330367730404 0.001361379836726055 0.0010528746510730319 0.0010110683750835453 0.0011608806074787452 0.0011092355224899854 0.0017933735640353887 0.0014132481848846083
leaf_count=195 545 210 139 350 220 151 82 273 1117 628
internal_value=0 2.23405e-05 -3.72616e-05 5.11027e-06 7.30329e-05 0.000405379 0.000637318 -0.000141778 -0.000349858 9.30096e-05
internal_weight=0 0.0125814 0.0113198 0.0102002 0.0088388 0.00347007 0.00217195 0.00536873 0.00284625 0.00252248
internal_count=3910 3365 3170 3031 2681 443 233 2238 1337 901
is_linear=0
shrinkage=0.00196078


Tree=5610
num_leaves=8
num_cat=0
split_feature=4 16 2 4 49 1 13
split_gain=1.66041e-05 2.79374e-05 2.99423e-05 4.92479e-05 4.81771e-05 8.12723e-05 9.79233e-05
threshold=0.28937500000000005 -0.38486499999999996 0.11085000000000002 -0.08422499999999998 -0.00064499999999999985 0.092550000000000007 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.017126675330955198 0.010020648187933976 -0.015976187794057902 0.012503186308348988 -0.011321631030802221 0.00090386981395754499 -0.0086621983306457134 0.044218857538871448
leaf_weight=0.0010258259989203598 0.0014313543813483558 0.0019645787210756582 0.0016402118935670441 0.0016951280733484139 0.001078087065048882 0.0014952359423793279 0.0010117278424440609
leaf_count=195 426 698 431 487 1064 356 253
internal_value=0 -0.00150133 0.000302719 -0.00245946 0.00256966 0.00913791 0.0218737
internal_weight=0 0.0099108 0.00888497 0.00724476 0.00528018 0.00358505 0.00208981
internal_count=3910 3484 3289 2858 2160 1673 1317
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=11
num_cat=0
split_feature=48 48 51 0 3 49 3 15 16 16
split_gain=7.02684e-05 7.43701e-05 7.84612e-05 8.10587e-05 6.47012e-05 7.52688e-05 8.40286e-05 7.81436e-05 6.31403e-05 4.71938e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -0.10315499999999998 -1.0000000180025095e-35 -0.060719999999999989 0.085120000000000015 0.22945500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 -7 -8 -5
right_child=-2 -3 -4 4 5 6 8 -9 -10 -11
leaf_value=0.00047248527017581155 -0.00048930671790019253 0.00053927353659318986 -0.00052487668535527499 0.00056297544202226098 -0.00056039414399884906 -0.0006548630081386279 0.00040179950210099841 6.6868664185736328e-05 -0.00018105517271806393 -3.0181963125888485e-05
leaf_weight=0.0014032818041457432 0.0011017500520839737 0.0010029351693258701 0.0010628898568002454 0.0010366991288794196 0.0012629746372197753 0.001208801597345844 0.0019198833325218567 0.0011031043762219136 0.0011382063603671347 0.0010261897249251644
leaf_count=152 161 239 357 215 454 806 368 873 106 179
internal_value=0 2.78171e-05 -1.81385e-05 3.51935e-05 -3.53739e-05 -0.000129696 -2.83997e-05 -0.000310495 0.000184864 0.000267908
internal_weight=0 0.012165 0.011162 0.0100991 0.00869586 0.00663297 0.00537 0.00231191 0.00305809 0.00206289
internal_count=3910 3749 3510 3153 3001 2607 2153 1679 474 394
is_linear=0
shrinkage=0.00196078


Tree=5612
num_leaves=11
num_cat=0
split_feature=484 16 151 1 0 0 0 12 0 52
split_gain=6.00317e-05 5.04074e-05 5.84083e-05 0.000106006 7.49667e-05 9.47879e-05 5.10325e-05 0.000114605 3.24811e-05 3.13665e-05
threshold=-1.0000000180025095e-35 -0.014099999999999998 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.083424999999999985 -0.10209999999999998 0.091405000000000014 -0.024394999999999997 -0.062489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3 8 -8 -9
right_child=1 6 3 -5 5 -7 7 9 -10 -11
leaf_value=-0.00045648175458413314 -0.00042434943666938714 0.00057305886785097803 -0.00057014543395120069 0.0003941683182167827 0.00041403945236616465 -0.00035845548552728275 -0.00048119400718649272 0.00064433927312678558 9.8361701145002625e-06 0.00016568442831752103
leaf_weight=0.0010411859745646625 0.0014537832145492969 0.0010219993604251697 0.0012373672086541587 0.0018919836072621311 0.0012040152847226887 0.0012392547736502905 0.001067461215088271 0.0010592513939708071 0.0010060875623405926 0.0010462573249410937
leaf_count=627 244 148 219 371 546 706 466 288 165 130
internal_value=0 3.39754e-05 -7.43395e-05 1.6971e-05 -0.000176922 2.22211e-05 0.000180304 8.42549e-05 -0.000242946 0.000406489
internal_weight=0 0.0122275 0.0070264 0.00557262 0.00368064 0.00244327 0.00520106 0.00417906 0.00207355 0.00210551
internal_count=3910 3283 2086 1842 1471 1252 1197 1049 631 418
is_linear=0
shrinkage=0.00196078


Tree=5613
num_leaves=9
num_cat=0
split_feature=0 1 15 16 15 16 16 52
split_gain=1.72288e-05 3.42496e-05 4.62091e-05 3.00725e-05 4.46865e-05 6.07631e-05 4.47134e-05 3.21469e-05
threshold=0.10302000000000001 0.076710000000000014 0.083935000000000023 0.081265000000000018 -0.0089749999999999986 -0.09601999999999998 -0.45301499999999995 -0.048794999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -7
right_child=-2 3 -4 -5 -6 7 -8 -9
leaf_value=-0.024665693057073328 0.0097368558755780744 -0.0023291353553964813 0.0018353513231643259 -0.01168916636703916 0.019175861925841739 0.00022339560204799006 0.027098147727765566 -0.024009857300153228
leaf_weight=0.0013106892696992257 0.0015518142316679863 0.0010640620563236057 0.0013212075440369056 0.001316692646138041 0.0016183531317158608 0.0010893481605657159 0.0010031016652876784 0.0011003616272848482
leaf_count=1075 210 242 854 299 596 242 198 194
internal_value=0 -0.00160164 -0.0113622 0.00197026 0.00503147 -0.000345868 0.0119506 -0.0119542
internal_weight=0 0.00982382 0.0026319 0.00719192 0.00587523 0.00425687 0.00206716 0.00218971
internal_count=3910 3700 1929 1771 1472 876 440 436
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=10
num_cat=0
split_feature=484 4 49 52 4 15 4 13 47
split_gain=6.37268e-05 6.81297e-05 5.73897e-05 6.47424e-05 6.45754e-05 8.83352e-05 0.000131363 7.76392e-05 5.23109e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -1.0000000180025095e-35 -0.068164999999999989 -0.49837999999999999 0.088615000000000013 -0.0021099999999999995 -0.070604999999999987 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6 -8
right_child=1 -3 4 -5 5 -7 8 -9 -10
leaf_value=-0.00047667175128016749 1.617611112354196e-05 0.00040582203058841637 -0.0003922754373519012 -0.00055379764041406441 0.00093167556708423577 -0.00039120096983905387 -0.00035754701527146557 0.00027353754456653799 0.00020649004989020184
leaf_weight=0.0010349834944677972 0.0016238280642395398 0.0016106970367606747 0.0010259384843849546 0.0014506980072612249 0.0010909717969944564 0.0010261981371127819 0.0013426008904886227 0.0018710069752878712 0.0011947128765904345
leaf_count=627 289 447 126 251 358 672 366 660 114
internal_value=0 3.00332e-05 -2.69294e-05 -0.000252763 6.50176e-05 0.000136913 0.000235462 0.000515946 -9.1966e-05
internal_weight=0 0.0122367 0.010626 0.00307453 0.00755143 0.00652549 0.00549929 0.00296198 0.00253731
internal_count=3910 3283 2836 540 2296 2170 1498 1018 480
is_linear=0
shrinkage=0.00196078


Tree=5615
num_leaves=9
num_cat=0
split_feature=1375 16 15 15 160 133 42 12
split_gain=1.6674e-05 2.91315e-05 4.6177e-05 8.54827e-05 5.17751e-05 5.35298e-05 8.24991e-05 0.000100042
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.13823999999999997 -0.094924999999999995 1.0000000180025095e-35 1.0000000180025095e-35 0.08622500000000001 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.012149819881116991 0.01421454428526155 -0.020958870585110211 0.027083471866772315 0.012749834431425529 -0.022356367497205307 -0.015200200217460045 0.02818048069944314 -0.025438470419610781
leaf_weight=0.0010365118744594748 0.0014657548890233537 0.0010255442199836031 0.0011276209509883195 0.0017327335189921702 0.0011144201683816034 0.0014634512849503274 0.0012777621675243225 0.0011355768307559429
leaf_count=180 322 393 213 308 477 865 501 651
internal_value=0 0.00115386 -0.00100267 0.00160394 -0.00266904 0.00124216 0.00704587 -0.00236909
internal_weight=0 0.0103429 0.00887711 0.00785156 0.00672394 0.00560952 0.00414607 0.00286831
internal_count=3910 3730 3408 3015 2802 2325 1460 959
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=11
num_cat=0
split_feature=48 2 150 49 133 1 16 3 15 1
split_gain=6.19197e-05 6.96814e-05 4.43072e-05 9.05517e-05 6.41896e-05 6.43817e-05 8.95383e-05 5.35233e-05 5.96441e-05 3.3612e-05
threshold=0.11930500000000001 0.11260500000000001 0.086420000000000011 -0.0090499999999999973 0.089845000000000022 0.079945000000000016 0.011450000000000002 -0.074234999999999982 -0.10071499999999999 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -9 -3
right_child=-2 9 -4 4 -6 7 -8 8 -10 -11
leaf_value=0.00054113364743838075 -0.00046279440347122376 0.00010266935091018589 -0.0003723442039739742 -5.7289263417321721e-05 -0.0005211519161161071 0.00015699129480068388 0.0006825760246500273 -1.0784444310084811e-05 -0.00065424349560448247 0.00060315197326123128
leaf_weight=0.0010961649876423969 0.0010520371003613577 0.0010014937481791014 0.0013055379667907775 0.0015379548786785921 0.00101385947230278 0.0012820365166452716 0.0010639069273155721 0.0010623988013522693 0.0011569981336128758 0.0010640478954945874
leaf_count=294 161 253 291 977 588 509 155 123 257 302
internal_value=0 3.40315e-05 -3.68081e-05 1.65267e-05 -6.42719e-05 1.16235e-05 0.000245243 -0.000161976 -0.000346227 0.000360489
internal_weight=0 0.0115844 0.00951886 0.00821332 0.00711715 0.0061033 0.00260186 0.00350143 0.0022194 0.00206554
internal_count=3910 3749 3194 2903 2609 2021 1132 889 380 555
is_linear=0
shrinkage=0.00196078


Tree=5617
num_leaves=8
num_cat=0
split_feature=0 16 12 2 0 48 43
split_gain=1.78269e-05 2.76595e-05 4.20006e-05 3.66571e-05 3.5407e-05 5.62463e-05 4.30851e-05
threshold=0.10302000000000001 0.081265000000000018 0.092365000000000017 0.11542500000000001 -0.10209999999999998 0.08407000000000002 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.019532115860016928 0.0098857165989950577 -0.012605616934996894 -0.014882609233436936 0.021169041964813732 -0.0051835130448962471 0.0076217941937657616 0.021684796863764514
leaf_weight=0.0015536265383845581 0.0015562010596550943 0.0018618451694434263 0.0013854746615580239 0.0010745288094442668 0.0010573581651856902 0.0014986907397427879 0.0013702749890871402
leaf_count=304 210 587 811 286 1172 170 370
internal_value=0 -0.00163562 0.00093674 0.00428061 0.000969061 -0.00619952 0.00998228
internal_weight=0 0.0098018 0.00793995 0.00655448 0.00547995 0.00305232 0.00242763
internal_count=3910 3700 3113 2302 2016 474 1542
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=11
num_cat=0
split_feature=48 2 40 3 16 2 1 151 403 12
split_gain=8.94653e-05 9.14403e-05 0.000112773 0.000107701 7.19451e-05 6.11313e-05 5.991e-05 5.54272e-05 4.22529e-05 4.56961e-05
threshold=0.11930500000000001 0.11260500000000001 -1.0000000180025095e-35 0.10666500000000002 0.24895000000000003 0.093070000000000014 0.10786000000000001 -0.0074049999999999993 0.03138500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -3 -4 9 -9
right_child=-2 6 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00064641672175380887 -0.00053906634392514047 5.2102327523014091e-05 0.00035405767228528009 0.0006194759579072188 0.00041320377603944392 -0.00048917639770570075 0.00070272213420307533 -1.6350456240977501e-05 0.00021625145842933541 -0.00047843839444801969
leaf_weight=0.0010485829451981872 0.0011146527300766535 0.0010055520421684795 0.0011544032934339907 0.0010620420177858596 0.0011307304136101435 0.0013816978579899728 0.0011858037253695049 0.0017156528254331218 0.0010345103302827644 0.0015810115092448687
leaf_count=269 161 248 341 109 312 461 307 251 271 1180
internal_value=0 4.10626e-05 -3.76522e-05 3.28043e-05 -4.50988e-05 -0.000120561 0.000404171 -2.77142e-05 -0.000129469 -0.000237958
internal_weight=0 0.0123 0.0101086 0.00906005 0.00799801 0.00686728 0.00219136 0.00548558 0.00433117 0.00329666
internal_count=3910 3749 3194 2925 2816 2504 555 2043 1702 1431
is_linear=0
shrinkage=0.00196078


Tree=5619
num_leaves=10
num_cat=0
split_feature=48 4 12 3 47 1 1 3 4
split_gain=9.07837e-05 0.000103481 5.43503e-05 0.000125159 7.90446e-05 5.70065e-05 4.91882e-05 6.42287e-05 9.44951e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.09112000000000002 0.085990000000000011 -0.100615 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00041869292593447126 -0.00055115966378068847 0.00054367918077257999 0.0001647070853327271 0.00052724019198755129 0.00042202675821893787 -0.00047443675292035108 0.00028231269325783883 -0.00068576666041033686 5.662783191564485e-05
leaf_weight=0.0012118388954409686 0.0011004418429512346 0.0013746836433641716 0.0015072427863986105 0.0015767835555850146 0.0010626415821725693 0.0016200463929455372 0.0012706576763738299 0.0014244320181775025 0.0012269661868816388
leaf_count=275 161 388 241 130 233 448 289 1293 452
internal_value=0 3.67262e-05 -2.7206e-05 2.17598e-05 -7.64939e-05 -0.000151643 -5.53241e-05 -0.000158488 -0.000342215
internal_weight=0 0.0122753 0.0109006 0.00968877 0.00811199 0.00704935 0.0054293 0.00415864 0.0026514
internal_count=3910 3749 3361 3086 2956 2723 2275 1986 1745
is_linear=0
shrinkage=0.00196078


Tree=5620
num_leaves=9
num_cat=0
split_feature=484 1 160 133 2 133 52 4
split_gain=1.75374e-05 3.66999e-05 5.08015e-05 6.08554e-05 4.31255e-05 3.82278e-05 8.63156e-05 0.000105
threshold=0.084225000000000008 0.12263000000000002 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 0.090085000000000012 0.048490000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.024771311721581868 0.011108876598107741 0.013046324146288708 -0.022778033428716007 -0.018856025435344186 -0.016377530154323597 -0.0090832619324086161 0.032604804843343591 0.018851722037228597
leaf_weight=0.0010311289049524316 0.0012501259551655911 0.0014912853863121569 0.0011090851844123353 0.0013787905385459348 0.0010153090058086676 0.0012806992651762357 0.0012568313908179578 0.0015900904109029806
leaf_count=731 470 333 806 555 238 460 163 154
internal_value=0 -0.00144333 -0.00393794 -0.00112279 0.00255991 0.00605172 0.0106387 0.00133971
internal_weight=0 0.0101532 0.00866193 0.00763081 0.00652172 0.00550641 0.00422571 0.00296888
internal_count=3910 3440 3107 2376 1570 1332 872 709
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=10
num_cat=0
split_feature=484 133 0 42 160 3 43 4 47
split_gain=5.50201e-05 5.41441e-05 7.23291e-05 3.81743e-05 5.59066e-05 6.12652e-05 9.02295e-05 7.67366e-05 0.000122882
threshold=-1.0000000180025095e-35 0.10599500000000002 0.10302000000000001 -1.0000000180025095e-35 -0.080184999999999992 -0.074234999999999982 -0.079109999999999986 0.0057500000000000008 0.089345000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9
right_child=1 -3 -4 4 5 7 -8 8 -10
leaf_value=-0.00044741480167023235 -0.00027897754924675937 -0.00040640377105261179 0.00051381226922719966 -0.00029768958737948003 -4.7395132002542851e-05 -0.00037418030551700265 0.00065686863673986647 0.00062172445919154323 -0.0002419291827438291
leaf_weight=0.0010165767064276359 0.0014808743882277443 0.0010114403327094465 0.0012395037131016978 0.0013771871037780289 0.0012248130792780866 0.0014883386851319803 0.0016305069634243849 0.0012576676425844824 0.0012760009412420093
leaf_count=627 782 480 180 507 245 319 425 259 86
internal_value=0 2.76988e-05 6.77054e-05 1.09074e-05 6.29132e-05 0.000135124 0.000354769 -2.08071e-05 0.000186773
internal_weight=0 0.0119863 0.0109749 0.00973539 0.00825451 0.00687733 0.00285532 0.00402201 0.00253367
internal_count=3910 3283 2803 2623 1841 1334 670 664 345
is_linear=0
shrinkage=0.00196078


Tree=5622
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 12 52 1
split_gain=1.70478e-05 3.94571e-05 8.0119e-05 4.78156e-05 4.10587e-05 4.66258e-05 4.82803e-05 3.50993e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 0.082870000000000013 -0.10628499999999998 0.090480000000000019 0.048490000000000012 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.010476725079178883 0.0093430019793857427 0.015602091076729874 -0.029702041330402291 0.017244780961851055 0.0024524335591793824 -0.024951912549109095 0.013071416157747626 -0.022790298602154715
leaf_weight=0.0013513763460427123 0.0017424855278899785 0.0011908150118402966 0.0010512433909701481 0.0012961685357039919 0.0010001315440353118 0.0012760146300321521 0.0012557955104988091 0.0012261826418069972
leaf_count=210 413 419 126 214 684 1017 625 202
internal_value=0 -0.00148712 -0.00378708 -0.000292955 -0.00378984 -0.00859925 -0.00260684 -0.0114505
internal_weight=0 0.0100388 0.00884802 0.00779678 0.00650061 0.00475812 0.00348211 0.00222631
internal_count=3910 3700 3281 3155 2941 2528 1511 886
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 0 1 4 16
split_gain=4.39748e-05 8.67115e-05 5.04579e-05 0.000110152 4.64254e-05 5.37009e-05 6.54652e-05 6.53246e-05 6.68826e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 -0.06402999999999999 0.092550000000000007 0.0021050000000000005 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00041739560733706159 -0.00039446955598569102 0.00051957584923643832 0.00014661706416242568 0.00051048017266661549 -0.00034937922299952269 0.00038802118822651007 -0.00051350611131381672 0.00045725662902215507 -0.00049179959154048078
leaf_weight=0.0011280640631314851 0.0010039858407323568 0.0012564780743575437 0.0014854504079040444 0.0014866390232624628 0.0017882477154703988 0.0011666332498786102 0.0010494032158475338 0.00104119455716532 0.0010966989879833754
leaf_count=275 161 388 533 130 692 161 282 217 1071
internal_value=0 3.34333e-05 -2.62043e-05 2.22131e-05 -7.29511e-05 1.17021e-05 -8.22526e-05 4.26483e-05 -0.000124533
internal_weight=0 0.0114988 0.0102423 0.00911427 0.00762763 0.00583938 0.00467275 0.00362334 0.00258215
internal_count=3910 3749 3361 3086 2956 2264 2103 1821 1604
is_linear=0
shrinkage=0.00196078


Tree=5624
num_leaves=8
num_cat=0
split_feature=13 3 15 3 2 4 16
split_gain=1.95517e-05 4.41752e-05 3.19181e-05 4.75903e-05 0.00010196 5.77879e-05 2.16395e-05
threshold=0.17936000000000002 -0.115685 -0.106555 0.094625000000000015 0.088585000000000011 -0.076329999999999995 0.032820000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.016432935900753284 -0.012181782724071879 0.01101330712686404 0.017573923433468707 0.015422897622572396 -0.02986107933536189 -0.011249049790323968 -0.0038342337099858334
leaf_weight=0.0016318588033610382 0.0011917501751601391 0.0016415990693891607 0.0012170004125174559 0.0013319984386322 0.0017004055849355101 0.0016235968542353031 0.0010384738229420876
leaf_count=363 221 541 743 171 999 763 109
internal_value=0 0.00135541 -0.00152126 -0.00449844 -0.0104938 0.00109961 0.00698659
internal_weight=0 0.0101849 0.00855307 0.00691148 0.004541 0.0028406 0.00237047
internal_count=3910 3689 3326 2785 2505 1506 280
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=8
num_cat=0
split_feature=13 43 0 47 1 43 0
split_gain=1.58604e-05 4.60781e-05 4.91667e-05 4.71271e-05 5.59377e-05 3.87292e-05 6.56461e-05
threshold=0.17936000000000002 -0.074254999999999988 -0.070894999999999986 0.077065000000000008 0.10353000000000001 0.013605000000000001 -0.098179999999999976
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=0.0010201402409471059 -0.010979960523874566 0.0017735190249783912 0.028428815064457769 -0.017544169637283384 0.017467995733207172 0.0084498448355372884 -0.029646504265058472
leaf_weight=0.001571503911928803 0.0011900697390070875 0.001554153171931445 0.0011215743086084927 0.0016841608778078087 0.0015852141640106286 0.0014769303598438184 0.0011622365505714577
leaf_count=1044 221 190 306 306 419 455 969
internal_value=0 0.0012221 0.0124349 -0.00282429 0.00146584 -0.0045835 -0.0116699
internal_weight=0 0.0101558 0.00269308 0.0074627 0.00577853 0.00419332 0.00271639
internal_count=3910 3689 1350 2339 2033 1614 1159
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=10
num_cat=0
split_feature=48 4 12 3 47 16 4 0 16
split_gain=6.32799e-05 7.15789e-05 6.34829e-05 9.78692e-05 5.60745e-05 4.40187e-05 5.67472e-05 4.71053e-05 7.17134e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.15737500000000001 -0.082054999999999975 -0.11287999999999999 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -9
right_child=-2 -3 3 -5 -6 -7 7 8 -10
leaf_value=-0.00045573884047604094 -0.00047511474548207934 0.000468602669103351 0.00025797021293084082 0.0004829032775708126 0.00037466814209683233 -0.00049157781572985637 5.9087180059774483e-05 -6.0649036978262767e-06 -0.00069690993859905287
leaf_weight=0.0011557585742893997 0.0010323158137048047 0.0012817584799835148 0.0016105904424815326 0.0015413412572210204 0.0010045494106874784 0.0010463195732643409 0.0018325679513600621 0.0011219558993441096 0.0011908774530785607
leaf_count=275 161 388 630 130 233 381 190 428 1094
internal_value=0 3.11633e-05 -2.22158e-05 3.13826e-05 -5.7763e-05 -0.000121623 -5.43735e-05 -0.000175727 -0.000361781
internal_weight=0 0.0117857 0.010504 0.0093482 0.00780686 0.00680231 0.00575599 0.0041454 0.00231283
internal_count=3910 3749 3361 3086 2956 2723 2342 1712 1522
is_linear=0
shrinkage=0.00196078


Tree=5627
num_leaves=10
num_cat=0
split_feature=1375 16 15 15 16 42 48 133 2
split_gain=1.64692e-05 2.50113e-05 4.57486e-05 7.22175e-05 4.82148e-05 3.82428e-05 4.54441e-05 4.75122e-05 6.5903e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.13823999999999997 -0.094924999999999995 -0.091624999999999984 -0.088669999999999985 0.085760000000000017 1.0000000180025095e-35 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=-0.012090989327075067 0.013275377529935642 -0.020703963737298894 0.025255568197104301 -0.021726169870347544 0.01891159929940742 -0.016327742608504912 0.015903240293972398 -0.025786422296934227 0.016004961224275454
leaf_weight=0.0010341259083445379 0.0014594837852257734 0.0010263818710949573 0.0011199936267930893 0.001061760732818765 0.0010311661551983178 0.001277251907984102 0.0010487566632240335 0.0010382081832666511 0.0012447963303104837
leaf_count=180 322 393 213 372 345 658 287 760 380
internal_value=0 0.00114664 -0.000853932 0.00175076 -0.00217724 0.00150283 -0.002392 -0.00778129 -0.000369431
internal_weight=0 0.0103078 0.00884832 0.00782193 0.00670194 0.00564018 0.00460901 0.00356026 0.00252205
internal_count=3910 3730 3408 3015 2802 2430 2085 1798 1038
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=10
num_cat=0
split_feature=48 48 51 2 133 3 3 1 4
split_gain=5.31228e-05 0.000101135 6.19177e-05 8.39922e-05 4.8033e-05 6.76171e-05 7.91509e-05 7.48246e-05 0.000107169
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11260500000000001 0.093845000000000026 -0.10315499999999998 -0.076734999999999984 0.092550000000000007 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.00036450057893968306 -0.00043320321021614522 0.00061983246135020322 -0.00048556714650609139 0.00045029807916880966 -0.00046021649072098815 -0.00045135747110354538 -0.00010626129974419107 -0.00025803720436281895 0.00071973229273278327
leaf_weight=0.0015278012915094568 0.0010620056403692095 0.0010046462443017009 0.0010390367301243509 0.0014691334881934805 0.0010039888401663435 0.0017285010820884648 0.0013243174174661781 0.0017858157160917237 0.0011101861482733085
leaf_count=277 161 239 357 433 496 1253 176 374 144
internal_value=0 2.43387e-05 -3.01041e-05 1.74592e-05 -5.75234e-05 -3.44824e-06 -9.79464e-05 4.67989e-05 0.00027041
internal_weight=0 0.0119934 0.0109888 0.00994974 0.00848061 0.00747662 0.00594882 0.00422032 0.0024345
internal_count=3910 3749 3510 3153 2720 2224 1947 694 320
is_linear=0
shrinkage=0.00196078


Tree=5629
num_leaves=10
num_cat=0
split_feature=48 4 12 3 47 1 160 1 15
split_gain=6.69973e-05 7.8404e-05 5.20398e-05 0.000106743 5.70056e-05 4.68717e-05 5.45132e-05 5.83901e-05 6.64641e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.09112000000000002 -1.0000000180025095e-35 0.076710000000000014 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00041342765350163151 -0.00048109005563619112 0.00049096937684383083 -0.00042060381624774764 0.00050201695106969889 0.0003713566885669066 -0.00042903052916264312 -0.00035663854489016402 0.00042590231181969325 0.00024759223556534103
leaf_weight=0.0011468968191811332 0.0010439785893605396 0.0013017915315817674 0.0011310277747065374 0.0015329137174550159 0.0010043668644949613 0.0015462439941221632 0.0015735443012660603 0.0012150275532413291 0.0012606352623776651
leaf_count=275 161 388 768 130 233 448 668 290 549
internal_value=0 3.7296e-05 -1.94332e-05 2.93452e-05 -6.43787e-05 -0.000129441 -4.00164e-05 6.62895e-05 -8.78784e-05
internal_weight=0 0.0117124 0.0104107 0.00926376 0.00773085 0.00672648 0.00518023 0.00404921 0.00283418
internal_count=3910 3749 3361 3086 2956 2723 2275 1507 1217
is_linear=0
shrinkage=0.00196078


Tree=5630
num_leaves=10
num_cat=0
split_feature=484 48 4 12 3 47 1 1 15
split_gain=6.45503e-05 6.51029e-05 9.75991e-05 7.26063e-05 9.0531e-05 8.62222e-05 0.00016936 8.06565e-05 8.11112e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.094425000000000009 0.09112000000000002 0.076710000000000014 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00048151208491023609 -0.00046354710482073914 -0.00044230023692139794 0.00063004712270647693 -0.00040452800122855781 0.00051080191151366518 0.00052177730597870154 -0.00071201747329098942 0.00038985834384822993 0.00020980877205298748
leaf_weight=0.0010145880531901774 0.0010849384836537695 0.0010158657719155162 0.0011026354052492198 0.0017756929284938278 0.0015140525950304087 0.0010001777451314475 0.0013610010504181086 0.0018768978766430539 0.0015453965258261273
leaf_count=627 261 137 368 698 117 168 396 381 757
internal_value=0 3.30964e-05 7.59832e-05 1.58413e-05 7.31647e-05 -1.44913e-05 -9.62667e-05 6.49568e-05 -0.00011866
internal_weight=0 0.0122767 0.0112608 0.0101582 0.00907322 0.00755917 0.00655899 0.00519799 0.00332109
internal_count=3910 3283 3146 2778 2517 2400 2232 1836 1455
is_linear=0
shrinkage=0.00196078


Tree=5631
num_leaves=10
num_cat=0
split_feature=159 15 16 2 4 133 52 2 43
split_gain=1.58817e-05 3.3407e-05 5.59373e-05 3.8189e-05 5.74752e-05 5.38173e-05 6.6977e-05 6.52914e-05 3.56037e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.106285 -0.23071499999999998 -0.0023199999999999996 -0.0066199999999999991 0.075670000000000015 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 8 -8 -7
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=-0.011538322875189657 0.017792874322318027 -0.020789090943923047 -0.022883041647179563 0.016116163128027099 -0.017554927012916877 0.0084724210374866101 0.0030349653420806175 0.038555712209001052 -0.016500128728025348
leaf_weight=0.0010922989173791807 0.0010788548462438664 0.0012159580670354679 0.0010272660450074515 0.0015877927756349089 0.0010362642020064847 0.0011424455583277844 0.0010329603092376623 0.001036959809146169 0.0011412026327837768
leaf_count=633 408 261 155 450 711 546 243 349 154
internal_value=0 0.00114303 -0.000805028 0.00223059 -0.00120514 0.00292652 0.00780165 0.0208297 -0.00400706
internal_weight=0 0.0102997 0.00922085 0.00800489 0.0064171 0.00538983 0.00435357 0.00206992 0.00228365
internal_count=3910 3277 2869 2608 2158 2003 1292 592 700
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=9
num_cat=0
split_feature=133 42 160 43 3 16 48 16
split_gain=1.74056e-05 3.81079e-05 4.08332e-05 3.94339e-05 5.94447e-05 3.41433e-05 2.88271e-05 2.64954e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.080884999999999985 0.054425000000000008 0.086285000000000014 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 6 -5 -3
right_child=1 2 3 5 -6 -7 -8 -9
leaf_value=0.01062959455421819 -0.017001472530729179 -0.02266082769012237 -0.00032130861556529347 0.013008937937598034 0.033449164287513621 -0.016007168659540882 -0.0053269224760122648 0.00016306492843926412
leaf_weight=0.001342083723984539 0.0013686856899828336 0.0010334560442437448 0.0010690049583852021 0.0018235931841187923 0.0010172434806462443 0.0010779200836482971 0.0016183589859984603 0.0010015105171287679
leaf_count=604 752 576 291 592 306 246 167 376
internal_value=0 -0.00149805 0.000957576 0.00477287 0.016145 -0.000476188 0.00438767 -0.011428
internal_weight=0 0.0100098 0.00864109 0.00660612 0.00208625 0.00451987 0.00344195 0.00203497
internal_count=3910 3306 2554 1602 597 1005 759 952
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=12
num_cat=0
split_feature=484 133 133 12 15 3 3 15 12 47 4
split_gain=9.25816e-05 8.82248e-05 9.3347e-05 6.53764e-05 7.05315e-05 8.30613e-05 0.000122498 6.83853e-05 6.17866e-05 5.82796e-05 5.97587e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 -0.023959999999999995 0.024640000000000006 -0.10315499999999998 -0.053439999999999994 -0.017214999999999998 0.088325000000000015 0.09252500000000001 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 9 -6 10 -8
right_child=1 -3 -4 4 8 6 7 -9 -10 -11 -12
leaf_value=-0.00058054724118216045 -0.00044194735066121734 -0.00051978636648151912 0.00051759244845963389 0.00053935544536110286 -0.00056876643154658629 -0.00056972639514639586 -7.6164229042460302e-05 0.00062213843966914533 7.6406205193799696e-05 -0.00031249059187919448 0.00057528944568864006
leaf_weight=0.0010032022251205861 0.0010772372381113683 0.0010082469126510467 0.0016482770773619771 0.0017222826453070928 0.0010909635667003066 0.0010128698680070807 0.0011276367121665701 0.0010540552465087769 0.0011966935015793316 0.0011305851825831326 0.0010412807934275436
leaf_count=612 295 472 523 275 455 428 93 116 463 69 109
internal_value=0 3.74824e-05 8.39103e-05 1.55292e-05 6.8088e-05 0.000164697 4.4455e-05 0.000187346 -0.000231271 4.84482e-05 0.000236594
internal_weight=0 0.0131101 0.0121019 0.0104536 0.00937637 0.00708871 0.00536643 0.00435356 0.00228766 0.0032995 0.00216892
internal_count=3910 3298 2826 2303 2008 1090 815 387 918 271 202
is_linear=0
shrinkage=0.00196078


Tree=5634
num_leaves=9
num_cat=0
split_feature=0 1 15 4 2 1 3 0
split_gain=1.8051e-05 2.68151e-05 4.03809e-05 2.64767e-05 3.86442e-05 6.56846e-05 4.48865e-05 3.53627e-05
threshold=0.10302000000000001 0.076710000000000014 0.083935000000000023 -0.08422499999999998 0.11542500000000001 0.092550000000000007 -0.074234999999999982 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.022689984252988269 0.0099778042455962324 -0.013551248171705678 0.0020508850262621597 0.015408077842355004 0.01993023198985577 0.0086086489341657378 -0.0031915222315953987 -0.028879046830451297
leaf_weight=0.0013134850465516194 0.0015472361741181778 0.0010025667615740606 0.0013253629952816102 0.001784384237658242 0.001217883136205653 0.0010294712686410405 0.0010129326365217219 0.0011380257048868043
leaf_count=1075 210 293 854 430 345 266 152 285
internal_value=0 -0.00164287 -0.0102639 0.00152326 0.0039677 5.20449e-05 -0.00856348 -0.0167822
internal_weight=0 0.00982411 0.00263885 0.00718526 0.0061827 0.00496481 0.00318043 0.00215096
internal_count=3910 3700 1929 1771 1478 1133 703 437
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 47 1 1 42 52
split_gain=0.000102775 6.90075e-05 0.000128448 7.34989e-05 0.000150408 0.000114953 0.000113856 5.98407e-05 7.47454e-05 8.57347e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.09112000000000002 0.076710000000000014 0.091230000000000019 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00061922944838250723 -0.00046658966863705458 -0.00045590594652431216 0.00069874660055734895 -1.2545883503138199e-05 0.0006092222704008099 0.00055068464574330406 -0.00061174472981300094 0.00027229918695114759 0.00025519443998994919 -0.00076267044784040638
leaf_weight=0.0010002002552110803 0.0011209517363629995 0.0010215329518789814 0.0011474688623200153 0.0012749973444175086 0.001618031624968542 0.001074469139030209 0.0015252182552529508 0.0019250183301974103 0.0011350353461069148 0.0010837150295265969
leaf_count=612 261 137 368 517 117 162 402 384 313 637
internal_value=0 3.31688e-05 7.51352e-05 8.61619e-06 6.38939e-05 -4.61471e-05 -0.000138497 -5.2923e-06 -0.000158242 -0.000357192
internal_weight=0 0.0129264 0.0119049 0.0107574 0.00963649 0.00801845 0.00694398 0.00541877 0.00349375 0.00235871
internal_count=3910 3298 3161 2793 2532 2415 2253 1851 1467 1154
is_linear=0
shrinkage=0.00196078


Tree=5636
num_leaves=10
num_cat=0
split_feature=11 13 39 0 51 52 1 4 0
split_gain=1.91883e-05 3.18501e-05 8.30806e-05 4.82785e-05 4.94923e-05 4.1564e-05 4.24168e-05 3.90624e-05 2.99205e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.0084849999999999978 0.089525000000000007 0.086560000000000012 0.05309500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -8 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.00059393418562743482 -0.01294681699581759 0.017489609751697652 0.024245158073673639 -0.023160001549228815 0.0026921667593048509 0.010661595602472311 -0.033745711004031793 -0.0074255536950912195 0.024256077514345914
leaf_weight=0.0010982855693324415 0.0010501273761396824 0.0010952667344413186 0.0010802820211479013 0.0012734931509444554 0.0013531791464117273 0.0011287365968671169 0.0010553409832593729 0.0012108250382788992 0.0010408285558255051
leaf_count=300 279 531 387 329 885 612 361 120 106
internal_value=0 0.00124077 -0.00159493 -0.00551726 -0.00167222 -0.00609239 -0.0113173 -0.0196827 0.0121072
internal_weight=0 0.0103362 0.00819712 0.00711684 0.00584335 0.00474808 0.00361935 0.00226617 0.00213911
internal_count=3910 3631 3225 2838 2509 1978 1366 481 406
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=13
num_cat=0
split_feature=123 48 50 4 3 160 12 3 16 1 3 0
split_gain=8.66773e-05 0.000154094 7.35043e-05 0.000113661 8.76254e-05 8.72588e-05 0.000114451 0.000110428 9.64512e-05 6.37781e-05 5.17142e-05 2.23416e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.083475000000000008 0.28937500000000005 0.094625000000000015 0.086110000000000006 0.086935000000000012 -0.10628499999999998 -0.083564999999999987 0.089370000000000019 0.14320000000000002 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -10 -6 -9
right_child=-2 -3 -4 -5 10 -7 7 11 9 -11 -12 -13
leaf_value=0.0006858964734460215 0.00053831244544237395 -0.00078915622428581882 -0.00048868171867708478 0.00066193144747691136 0.00060019408344837014 -0.0006507138688065415 0.00021022793700383049 -0.00077594524172134942 -0.00035720107104697215 0.00033092037708134359 2.772700386662925e-05 -0.00036434041605124884
leaf_weight=0.0011405251292899523 0.0010260188678419052 0.0010098552534172191 0.0010420018448009582 0.00107417192347332 0.0012085171857557087 0.0010149144908431027 0.0010670408927590624 0.0010084979867662361 0.0010695023861959276 0.0010039548906457529 0.001218293235975533 0.0010195838108047429
leaf_count=241 334 131 664 243 112 276 183 672 455 84 84 431
internal_value=0 -5.38653e-05 8.70627e-06 5.65843e-05 -1.01021e-05 -0.000117098 -3.12579e-05 -0.000300374 0.000227905 -2.4017e-05 0.000312807 -0.000569018
internal_weight=0 0.0128769 0.011867 0.010825 0.00975083 0.00732402 0.00630911 0.00309512 0.00321398 0.00207346 0.00242681 0.00202808
internal_count=3910 3576 3445 2781 2538 2342 2066 1286 780 539 196 1103
is_linear=0
shrinkage=0.00196078


Tree=5638
num_leaves=11
num_cat=0
split_feature=123 48 50 4 12 3 12 160 12 16
split_gain=8.1752e-05 0.000140119 0.000134231 0.000135457 0.000101107 0.000155836 9.71325e-05 6.60906e-05 8.1055e-05 5.75763e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.083475000000000008 0.28937500000000005 -1.0000000180025095e-35 0.10420500000000001 0.092365000000000017 0.087825000000000014 0.086935000000000012 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00058167219615304897 0.00053018169565529445 -0.00074223669121848323 -0.00066849877564568593 0.00074058285050930203 0.00073154303761816149 0.0006596610691189473 -0.00042936575913358826 -0.00030264798354882481 -0.00020736631482832268 0.0001627435503818193
leaf_weight=0.0010052198379966746 0.0010287348115042621 0.0010179721540336051 0.001006294660221869 0.0010753199390137304 0.0011584278880934227 0.0014584781788287079 0.001857738693663436 0.0012501768814907306 0.0012296281085582943 0.0016713611482091209
leaf_count=145 334 131 664 243 225 114 799 197 562 496
internal_value=0 -4.4466e-05 1.61788e-05 8.05319e-05 6.83619e-06 7.54188e-05 -4.34685e-05 9.15505e-05 0.000212952 0.000395592
internal_weight=0 0.0127306 0.0117126 0.0107064 0.00963103 0.00862581 0.00716733 0.00530959 0.00405942 0.00282979
internal_count=3910 3576 3445 2781 2538 2393 2279 1480 1283 721
is_linear=0
shrinkage=0.00196078


Tree=5639
num_leaves=11
num_cat=0
split_feature=484 159 160 403 4 43 1 0 15 15
split_gain=6.44131e-05 6.6871e-05 6.70047e-05 6.45963e-05 5.9952e-05 7.56564e-05 5.54196e-05 4.05614e-05 0.000118746 4.79864e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.087440000000000004 -0.0017649999999999999 0.0016850000000000001 0.077800000000000022 -0.10575999999999998 -0.095799999999999982 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -6 -9
right_child=1 -3 3 -5 7 -7 -8 9 -10 -11
leaf_value=-0.00047266206485329878 -0.00044443053573943984 0.00045155154317986932 -0.00017036843150554202 -0.00042892837685927905 -0.00020882202302699527 0.00074220432840204438 0.00041311240998977481 4.6738057833848976e-05 0.00059863318727037488 -0.00053097705442567509
leaf_weight=0.0010294795514761519 0.0012269946521846096 0.0013388998287264314 0.0013036641762822192 0.0010036615293096676 0.0017574913351403685 0.0010242058218739051 0.0012037191683683087 0.0011172152019414457 0.0011639942812226092 0.0010941341983480967
leaf_count=627 529 400 591 267 153 303 495 282 126 137
internal_value=0 3.80225e-05 -1.27962e-05 4.19833e-05 9.65323e-05 0.000293165 0.000109743 -3.87585e-05 0.000112889 -0.000239105
internal_weight=0 0.012234 0.0108951 0.00966809 0.00866442 0.00353159 0.00250738 0.00513284 0.00292149 0.00221135
internal_count=3910 3283 2883 2354 2087 1389 1086 698 279 419
is_linear=0
shrinkage=0.00196078


Tree=5640
num_leaves=10
num_cat=0
split_feature=0 4 43 12 160 43 48 0 1
split_gain=1.73023e-05 4.78198e-05 4.20255e-05 3.98308e-05 3.45613e-05 3.77453e-05 4.50145e-05 5.77569e-05 3.17812e-05
threshold=-0.017269999999999997 -0.48072499999999996 -0.079374999999999987 0.091405000000000014 0.086110000000000006 -0.0031199999999999995 0.087645000000000015 -0.10071499999999999 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 8 -7
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.026341695805096502 -0.0086594901647950237 0.020253137092348054 0.021813836038487019 0.00012316894487098039 -0.013989186030244552 0.026065054930598436 -0.017029909350893359 -0.012289751023477742 0.0032518345385395796
leaf_weight=0.0011989864808562829 0.0010153080542103041 0.001310303697506481 0.0010882075468926656 0.001081816700761592 0.001143414502001173 0.0012703526160416584 0.0010553381057541631 0.0011236089045840885 0.001175918045236592
leaf_count=836 194 252 935 348 214 149 229 591 162
internal_value=0 0.00763056 -0.0020304 -0.013789 0.0018809 0.00505695 0.00111444 0.00647832 0.0150988
internal_weight=0 0.00232561 0.00913764 0.0022808 0.00685684 0.00571343 0.00462522 0.00356988 0.00244627
internal_count=3910 446 3464 1184 2280 2066 1131 902 311
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=10
num_cat=0
split_feature=48 48 13 13 160 1 0 12 1
split_gain=5.18736e-05 8.17917e-05 3.86242e-05 9.62652e-05 4.78815e-05 7.48841e-05 6.25029e-05 4.2126e-05 3.63809e-05
threshold=0.11930500000000001 0.092755000000000018 -0.016579999999999998 -0.094679999999999986 -0.081519999999999995 0.092550000000000007 -0.10209999999999998 0.090585000000000013 0.11113500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 -1 -7
right_child=-2 -3 4 -5 5 8 -8 -9 -10
leaf_value=-0.00015885731768769916 -0.00042997847479441556 0.00051539258773123482 0.00043072885655255026 -0.00050643197808737227 -0.00018816739562856524 -0.00056813798838584097 0.00038996463478753213 0.00037771124061289834 -4.8022036971754985e-05
leaf_weight=0.0011771963663902393 0.0010269331082899064 0.0011962456572230272 0.0011565481038137409 0.0018446286426738517 0.0011244531607967337 0.0010012358916417796 0.0019937221360792345 0.0010774092550146031 0.0010691953589909461
leaf_count=302 161 287 222 1594 115 274 699 96 160
internal_value=0 2.97381e-05 -2.58863e-05 -0.000174236 6.9954e-05 -1.04632e-05 0.000181483 9.75529e-05 -0.000299544
internal_weight=0 0.0116406 0.0104444 0.00409923 0.00634515 0.00518861 0.00311818 0.00225461 0.00207043
internal_count=3910 3749 3462 1992 1470 1248 814 398 434
is_linear=0
shrinkage=0.00196078


Tree=5642
num_leaves=11
num_cat=0
split_feature=48 4 42 43 16 0 3 49 1 4
split_gain=8.11048e-05 0.000118593 7.3538e-05 7.14368e-05 7.1452e-05 0.000100307 0.000124466 0.000150881 0.000121468 2.10343e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 0.14198000000000002 0.25185000000000007 -0.060094999999999989 0.094625000000000015 -0.00064499999999999985 1.0000000180025095e-35 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11
leaf_value=-0.0007197018971626404 -0.00051250580694002219 0.00056920283870134903 -0.0004032725812218335 0.00050106554423143821 -0.00051513675809977829 0.00050394627291501255 0.00047690822559140749 -0.0004983969264948856 0.00050041593560972797 0.00011201338138437265
leaf_weight=0.0015503939400369447 0.0011525014526071577 0.0013997202175743051 0.0017669295124781775 0.0011045853415379637 0.0010225758835615767 0.0014333526425553602 0.0012573093340029207 0.0011281630888931053 0.0010188138316430337 0.0011313735651387435
leaf_count=447 161 388 655 199 322 178 123 998 304 135
internal_value=0 3.05382e-05 -3.55221e-05 3.18375e-05 -2.88396e-05 3.72927e-05 -7.26109e-05 -0.000215695 2.26598e-05 0.000296048
internal_weight=0 0.0128132 0.0114135 0.00964657 0.00854198 0.00751941 0.00608605 0.00482874 0.00327835 0.00215019
internal_count=3910 3749 3361 2706 2507 2185 2007 1884 1437 439
is_linear=0
shrinkage=0.00196078


Tree=5643
num_leaves=11
num_cat=0
split_feature=484 48 4 42 47 52 42 4 4 150
split_gain=0.000146907 8.71609e-05 0.000120675 6.70463e-05 7.57648e-05 0.000112343 9.51174e-05 9.1436e-05 6.80437e-05 5.03373e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 0.092145000000000019 0.09550500000000002 -0.048794999999999991 0.083725000000000008 -1.0000000180025095e-35 -0.08422499999999998 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 7 8 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00073787015821048742 0.00054215638073423192 -0.00050508167838894799 0.00067512221367612454 -0.0003405790639214212 0.00057713646452837812 -0.00034902825049394122 0.00036101205923448084 -0.00066661146674673675 0.00028183338156093134 -6.4707664777296124e-06
leaf_weight=0.0010148638314914455 0.0017483222297533987 0.001050136206947795 0.0011955353244888283 0.0016861974662819206 0.0010626526948992422 0.0014526625982795196 0.0011166502396577488 0.0015207143946106517 0.0012005822855191439 0.001016994321265066
leaf_count=612 559 137 368 543 150 341 465 230 388 117
internal_value=0 3.66091e-05 8.4012e-05 1.86064e-05 8.50266e-05 2.01126e-05 -0.000147291 -0.000283276 -6.3566e-05 0.000340389
internal_weight=0 0.0130504 0.0120003 0.0108048 0.00911858 0.00805593 0.00529061 0.00417396 0.00265324 0.00276532
internal_count=3910 3298 3161 2793 2250 2100 1424 959 729 676
is_linear=0
shrinkage=0.00196078


Tree=5644
num_leaves=9
num_cat=0
split_feature=150 151 4 15 2 3 0 43
split_gain=1.59681e-05 3.94197e-05 3.74551e-05 4.96895e-05 4.0749e-05 9.24488e-05 5.11565e-05 6.21234e-05
threshold=0.084800000000000014 -0.03268999999999999 0.28937500000000005 -0.10312999999999999 0.106035 -0.089974999999999986 -0.10071499999999999 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=-0.020056732801108514 0.0081080167858530987 -0.022598458146479365 0.018550358180714894 -0.017422126265675863 -0.013209698300494324 0.032498999039893305 0.022216323062824457 -0.0083202213400398947
leaf_weight=0.0010509314710208271 0.0019674443066656248 0.0010098156945119226 0.0010099813175000385 0.0012944651257751358 0.0015000581691227508 0.0010346572343254748 0.0012786877470927743 0.001390894104459919
leaf_count=363 458 275 301 472 416 108 480 1037
internal_value=0 -0.00178381 0.000470514 -0.00196141 0.00124529 0.00558308 0.0136224 0.0063063
internal_weight=0 0.00956949 0.00851856 0.00750858 0.00649876 0.0049987 0.00370424 0.00266958
internal_count=3910 3452 3089 2788 2513 2097 1625 1517
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=9
num_cat=0
split_feature=0 4 1 15 2 3 4 3
split_gain=1.76597e-05 4.67517e-05 2.51938e-05 4.89742e-05 4.50221e-05 8.27326e-05 4.33625e-05 3.0785e-05
threshold=-1.0000000180025095e-35 -0.48072499999999996 1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 0.076695000000000013 0.0057500000000000008 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 -4
right_child=1 -3 4 -5 5 6 -8 -9
leaf_value=-0.025507783453537582 -0.0069917037260649661 0.023054618774929637 0.0016904700560340055 0.0026168122746209766 0.030591011440861578 -0.0134664819072509 0.009886617140485908 -0.020061192211095258
leaf_weight=0.0011650014033294611 0.0010193580547986285 0.0010526269557514611 0.0012962449908705794 0.0013214322201696963 0.0011362189977643438 0.0014679039411419625 0.0017347546788814379 0.0013064385853241173
leaf_count=1054 187 207 551 842 374 191 212 292
internal_value=0 0.00827268 -0.00192349 -0.0105608 0.00117034 0.00740778 -0.000817023 -0.00922796
internal_weight=0 0.00207199 0.00942799 0.00248643 0.00694156 0.00433888 0.00320266 0.00260268
internal_count=3910 394 3516 1896 1620 777 403 843
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 4 16 0
split_gain=2.21354e-05 3.06991e-05 7.16846e-05 3.99389e-05 3.92474e-05 4.01571e-05 3.88522e-05 2.3618e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 -0.0037349999999999992 -0.057604999999999996 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.0017595671949200663 -0.013806732067430126 -0.018803369298433358 0.022576598420641403 -0.021037476678921932 -0.0088436355957021377 -0.0012378300884611541 0.022075906074924587 0.022690570390992246
leaf_weight=0.0011076103188658005 0.0010652476014431271 0.0010799077120892189 0.0010791610708540912 0.0012853824935646629 0.0019328683208010081 0.0015089506345833262 0.0013582213010880015 0.0010502796559763497
leaf_count=300 279 175 387 329 1752 259 323 106
internal_value=0 0.0013285 -0.00145076 -0.00506949 -0.00157881 0.00229635 0.00980623 0.011947
internal_weight=0 0.0104024 0.00824449 0.00716533 0.00587995 0.00480004 0.00286717 0.00215789
internal_count=3910 3631 3225 2838 2509 2334 582 406
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 3 2 4
split_gain=1.79691e-05 3.51574e-05 3.07865e-05 6.50417e-05 3.27906e-05 4.58679e-05 6.21422e-05 3.52814e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.074254999999999988 0.094625000000000015 0.113945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 -6
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.016146123787355665 -0.01244987728887492 0.014660162702091049 -0.02407924191201433 0.01668732731169326 -2.2303934674061377e-05 0.016837550766774192 -0.011074852794064975 -0.024851564406616442
leaf_weight=0.0013664905030113276 0.0010633184780808888 0.0010935279694286757 0.0012594434492243832 0.0010759195057628429 0.0010772001030424402 0.0019143806215577057 0.0013672811637284571 0.0012209648821752646
leaf_count=247 279 372 1375 440 421 214 214 348
internal_value=0 0.00119966 -0.0010675 -0.00324036 0.000702904 -0.00237926 0.00520805 -0.0132135
internal_weight=0 0.0103752 0.00900872 0.00791519 0.00665575 0.00557983 0.00328166 0.00229816
internal_count=3910 3631 3384 3012 1637 1197 428 769
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=10
num_cat=0
split_feature=48 48 51 2 3 52 15 3 4
split_gain=4.90738e-05 9.19081e-05 5.02268e-05 8.84954e-05 3.86673e-05 8.29802e-05 0.000139376 8.7169e-05 5.20515e-05
threshold=0.11930500000000001 0.092755000000000018 0.089355000000000004 0.11260500000000001 -0.10315499999999998 0.091715000000000005 0.088190000000000004 -0.075954999999999981 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=0.00020663922300143326 -0.00041317626607504092 0.00053798742772880113 -0.00044304273918075414 0.00046645924481234597 -0.00068131339565637703 -0.00061617518684434355 0.00059742867859196582 0.00021015438970242205 -0.00027927868760405349
leaf_weight=0.0016245260372655911 0.0010551742715856635 0.0012194439872952037 0.0010244469739916348 0.0014154533006703997 0.0010451628753518588 0.0011245940221994823 0.0010862351435377863 0.0016849305110622672 0.0016569954525939427
leaf_count=327 161 287 342 428 975 510 354 259 267
internal_value=0 2.80567e-05 -3.02637e-05 1.36121e-05 -6.43433e-05 -0.000131064 -3.13892e-05 -0.000187083 -3.25166e-05
internal_weight=0 0.0118818 0.0106623 0.0096379 0.00822244 0.00659792 0.00547332 0.00438709 0.00334193
internal_count=3910 3749 3462 3120 2692 2365 1855 1501 526
is_linear=0
shrinkage=0.00196078


Tree=5649
num_leaves=12
num_cat=0
split_feature=484 133 42 484 16 52 51 151 2 13 15
split_gain=0.00012224 8.14947e-05 7.49452e-05 0.000108106 0.000122279 7.71645e-05 0.000112362 7.3567e-05 0.000110671 6.07469e-05 2.46719e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.087270000000000014 -0.014099999999999998 0.091210000000000013 -0.066709999999999978 -0.0088999999999999982 0.088485000000000022 -0.014114999999999997 -0.044229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -4 10 -10 -9
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00067064377287263737 -0.00038100598857125943 -0.00047257652313844754 -0.00036374452828172603 -0.00046877068223928208 0.00075265181974221748 0.00093973961104366042 -0.00012724139838552314 -0.00032427325076402524 9.9863017540903777e-05 0.00073162168311051619 8.4259025674393324e-05
leaf_weight=0.0010028128127773572 0.0011715622364366586 0.0010870575501677584 0.0013390278220684901 0.0010052379853771843 0.0010895243034658168 0.0010834329767700733 0.001143702957544119 0.001315103868647961 0.0010422197500148357 0.0013343692542546086 0.0010008914771774484
leaf_count=612 351 481 213 323 343 88 355 186 307 176 475
internal_value=0 4.06343e-05 8.90409e-05 0.00014223 0.000207932 0.000510348 0.000302032 4.16389e-05 0.000157315 0.000454573 -0.00014772
internal_weight=0 0.0126121 0.0115251 0.0103535 0.00934827 0.00331666 0.00223323 0.00603161 0.00469258 0.00237659 0.002316
internal_count=3910 3298 2817 2466 2143 786 698 1357 1144 483 661
is_linear=0
shrinkage=0.00196078


Tree=5650
num_leaves=9
num_cat=0
split_feature=12 0 47 1 1 15 151 4
split_gain=1.57212e-05 2.82261e-05 4.89087e-05 3.91075e-05 7.32073e-05 4.83235e-05 5.09219e-05 3.30871e-05
threshold=0.10700500000000002 -0.017269999999999997 0.10887000000000001 0.11097000000000001 0.095575000000000007 -0.0063699999999999989 -0.0074049999999999993 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.002706982177548882 -0.011486968749359073 0.01270225880854977 -0.021500409225631387 -0.012936271666279538 0.026289881087708952 -0.003228781709961884 -0.02769327079387611 0.019431955721658484
leaf_weight=0.0011880028039558924 0.001093050704386144 0.0017498226297208942 0.0010457309084396932 0.0014927347446668671 0.0012884632598403958 0.0012207088358616178 0.0010276030746903218 0.0013646346484384978
leaf_count=345 355 384 198 344 289 827 695 473
internal_value=0 0.00112168 -0.00122697 0.00156914 0.00512494 -0.000555238 -0.0113927 0.00873235
internal_weight=0 0.0103777 0.00862788 0.00758215 0.00608941 0.00480095 0.00221561 0.00258534
internal_count=3910 3555 3171 2973 2629 2340 1040 1300
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=11
num_cat=0
split_feature=133 133 50 3 3 160 43 52 16 13
split_gain=5.89511e-05 6.65927e-05 5.69374e-05 4.81221e-05 8.06478e-05 7.01473e-05 7.83823e-05 8.27047e-05 8.1672e-05 2.05527e-05
threshold=0.10599500000000002 0.083815000000000014 0.086465000000000014 -0.10628499999999998 -0.075954999999999981 -0.081069999999999989 -0.044024999999999988 -0.074484999999999982 -0.19424999999999998 0.043015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 -6 -7 -8 -9 -1
right_child=-2 -3 -4 4 5 6 7 8 -10 -11
leaf_value=8.3849927899104927e-05 -0.0004642570648645613 0.00042203935014238669 -0.00046583525337820042 -0.00051586572601953139 0.00050906382849826774 0.00043330596472564462 -0.00063340110712605425 -0.0004085675445433602 0.0002655283190326226 0.00047271331020121534
leaf_weight=0.0010160746690141837 0.0010112417300974083 0.0014533991150596304 0.0010207874623392376 0.0012095023972842883 0.001014754736920317 0.0010041168545947476 0.001113281824342385 0.0011516020975062427 0.0017277583475039996 0.0010758605446140603
leaf_count=151 557 711 401 912 164 208 188 171 230 217
internal_value=0 2.9055e-05 -2.62166e-05 2.19697e-05 -5.38939e-05 3.90538e-05 -5.63971e-05 -0.000179553 -4.07676e-06 0.000283838
internal_weight=0 0.0117871 0.0103337 0.00931295 0.00722102 0.00601151 0.00499676 0.00399264 0.00287936 0.00209194
internal_count=3910 3353 2642 2241 1873 961 797 589 401 368
is_linear=0
shrinkage=0.00196078


Tree=5652
num_leaves=12
num_cat=0
split_feature=484 133 15 42 42 151 16 4 15 2 16
split_gain=7.77004e-05 7.17386e-05 9.48052e-05 0.000166935 0.000101749 9.4946e-05 8.79168e-05 7.31581e-05 0.000124147 5.91682e-05 2.79395e-07
threshold=-1.0000000180025095e-35 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.044604999999999992 -0.014099999999999998 0.25367000000000006 -0.038029999999999987 0.089785000000000018 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 8 9 -7 -10
right_child=1 -3 3 -5 6 7 -8 -9 10 -11 -12
leaf_value=-0.0005206742173269243 -0.00021655787807439133 -0.00045753634010009271 -0.00062730333937908187 0.00032649452120764533 -0.00060777472721628551 -0.00037587758406829334 0.00016736299650530636 0.00086495517142666099 0.00066632367441372422 0.00029455009486479715 0.00062017688243777797
leaf_weight=0.0010583299337736446 0.0010828433936192119 0.0010510988518230508 0.0016874750162340171 0.0012123505502784145 0.0010010718408535097 0.0010222890464327669 0.0012842912318292315 0.0011221718533849841 0.0010102003252559994 0.0010023436901061725 0.001007499600056673
leaf_count=627 247 480 609 416 325 135 356 214 139 221 141
internal_value=0 3.26773e-05 7.77471e-05 -0.000228542 0.000181839 0.000311342 -0.000172175 0.000422027 0.000299068 -4.39661e-05 0.000643281
internal_weight=0 0.0124836 0.0114325 0.00289983 0.00853271 0.00624735 0.00228536 0.0051645 0.00404233 0.00202463 0.0020177
internal_count=3910 3283 2803 1025 1778 1097 681 850 636 356 280
is_linear=0
shrinkage=0.00196078


Tree=5653
num_leaves=9
num_cat=0
split_feature=50 15 47 3 13 0 15 13
split_gain=1.56469e-05 3.86095e-05 5.40197e-05 4.40742e-05 4.85543e-05 3.71843e-05 5.53957e-05 2.80834e-05
threshold=0.088425000000000017 -0.15202999999999997 0.096175000000000024 0.10420500000000001 -0.032264999999999995 -0.083564999999999987 -0.091274999999999981 0.049070000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.018700147951398741 -0.01187608110214246 -0.014528297002236974 -0.01946127882284834 0.017032127827215745 0.0089216952904218119 0.026092438149120808 -0.021760124283710089 0.0024724151519496958
leaf_weight=0.0011101490469870258 0.001025425702208046 0.0019962369030255269 0.0013584801440788942 0.0015861969298205641 0.0013838378906425412 0.0010073779679808711 0.0010238199827434192 0.0010061101549026438
leaf_count=414 689 1244 235 177 148 389 320 294
internal_value=0 0.00106728 -0.00102362 0.00210588 -0.00158347 0.00426138 -0.00412528 0.0142899
internal_weight=0 0.0104722 0.00936206 0.00800358 0.00641738 0.00442115 0.00240766 0.00201349
internal_count=3910 3221 2807 2572 2395 1151 468 683
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=9
num_cat=0
split_feature=49 151 151 4 15 4 4 12
split_gain=1.51333e-05 6.01043e-05 5.20841e-05 4.36963e-05 6.94308e-05 5.20671e-05 0.000106079 3.73476e-05
threshold=-0.047894999999999993 -0.0074049999999999993 -0.03268999999999999 0.15927500000000003 0.085285000000000014 -1.0000000180025095e-35 -0.08422499999999998 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4
right_child=2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.024168463880358544 -0.022622224869308788 -0.0073465092734227716 0.011135272335211327 0.014481364917520667 -0.026056443097031475 -0.012470839840500876 0.035856524041294531 -0.014356261576726651
leaf_weight=0.0011046553082822222 0.0010754688326424398 0.0013383448169952432 0.0010499472239058861 0.001809798525271058 0.0010924901341149351 0.0017050628171433073 0.0010214591959014536 0.001269857265862084
leaf_count=278 388 227 172 419 1070 526 498 332
internal_value=0 0.00690367 -0.00196852 0.000825981 -0.00319979 0.00174849 0.00900468 -0.00281875
internal_weight=0 0.002443 0.00902408 0.00794862 0.00613882 0.00504633 0.00334126 0.0023198
internal_count=3910 505 3405 3017 2598 1528 1002 504
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=10
num_cat=0
split_feature=11 3 42 3 43 3 2 15 16
split_gain=1.49855e-05 2.81629e-05 2.63706e-05 5.05319e-05 3.24061e-05 3.85075e-05 5.54759e-05 4.76546e-05 5.6759e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.057994999999999998 0.094625000000000015 0.085355000000000014 -0.097269999999999981 0.032820000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7 -9
right_child=-2 2 3 4 5 7 -8 8 -10
leaf_value=0.014447246667771297 -0.011381798924898975 0.013650316697386485 -0.021332598879932236 0.01547166644044675 0.0018077021688945706 -0.012882965893947523 -0.030179351308651316 0.027655915763205093 -0.0047063570342470266
leaf_weight=0.0013698361732306435 0.0010621716412662933 0.0010882049356238143 0.0012579230203816115 0.0011906478939430381 0.0011683867666867729 0.0010971426186554109 0.0010116620873270408 0.0011703836012483875 0.001009307797113973
leaf_count=247 279 372 1375 582 207 164 421 158 105
internal_value=0 0.00108993 -0.000944545 -0.00295356 0.000524332 -0.00273706 -0.013036 0.00411477 0.0126705
internal_weight=0 0.0103635 0.00899366 0.00790545 0.00664753 0.00545688 0.00218005 0.00327683 0.00217969
internal_count=3910 3631 3384 3012 1637 1055 628 427 263
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=11
num_cat=0
split_feature=484 1 12 16 52 15 49 1 2 2
split_gain=6.90127e-05 4.05868e-05 5.84201e-05 5.14906e-05 6.16211e-05 8.35218e-05 7.49923e-05 4.95718e-05 4.18904e-05 6.12997e-05
threshold=-1.0000000180025095e-35 0.12864500000000004 0.10700500000000002 -0.014099999999999998 0.090640000000000012 0.088190000000000004 -0.045004999999999996 0.092550000000000007 0.10113500000000002 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 -5
right_child=1 -3 -4 8 -6 -7 7 -9 -10 -11
leaf_value=-0.00049925673416836912 0.00028929423234105368 0.00035771914718296064 -0.00045838821852977067 9.8140739283227916e-06 -0.00051344780079911787 0.00051212694308359278 -2.6480286670620009e-05 -0.00054630423030749688 -6.7977626853013524e-05 0.00064947892382510137
leaf_weight=0.0010248942249291614 0.0012488437222979774 0.0013018987695894097 0.0010072728873824427 0.0010023078878867511 0.0010130793494495492 0.0010389433083658698 0.0014029067431782832 0.001418429053582087 0.0012386914373102324 0.0013541842811522452
leaf_count=627 161 310 237 334 528 309 578 162 315 349
internal_value=0 3.07891e-05 -8.89789e-06 3.76948e-05 -7.16821e-05 1.59149e-05 -0.000110747 -0.000287822 0.000223952 0.000377405
internal_weight=0 0.0120266 0.0107247 0.00971739 0.0061222 0.00510912 0.00407018 0.00282134 0.00359518 0.00235649
internal_count=3910 3283 2973 2736 1738 1210 901 740 998 683
is_linear=0
shrinkage=0.00196078


Tree=5657
num_leaves=8
num_cat=0
split_feature=159 42 43 42 0 0 15
split_gain=1.53599e-05 2.71661e-05 3.31618e-05 5.25983e-05 5.17737e-05 4.95184e-05 0.000108635
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.044024999999999988 0.08221500000000001 -0.070894999999999986 -0.18087499999999998 -0.021529999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.01125655409242764 -0.010174132705278246 0.00041549005205220035 -0.0096669656954804038 -0.021436270259631934 0.029376151246609496 0.032841072527283542 -0.0043654113437280534
leaf_weight=0.0011086888032645964 0.0017624893243428684 0.0014058947669346204 0.0018023498217999158 0.0010051858628850737 0.0011004959219544155 0.0013377742286095542 0.0018983147630180386
leaf_count=633 971 707 182 590 301 214 312
internal_value=0 0.00113037 0.00346067 -0.000549947 0.0131314 0.00361695 0.0110155
internal_weight=0 0.0103125 0.00855002 0.00604362 0.00250639 0.00503844 0.00323609
internal_count=3910 3277 2306 1298 1008 708 526
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=9
num_cat=0
split_feature=133 160 52 42 4 12 52 49
split_gain=1.85607e-05 3.7152e-05 4.47464e-05 3.95455e-05 3.96409e-05 5.244e-05 4.70761e-05 0.000102588
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.014099999999999998 -1.0000000180025095e-35 0.074650000000000008 0.095295000000000019 0.06136500000000001 -0.047894999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5
right_child=1 3 -4 4 -6 -7 -8 -9
leaf_value=0.011002621643301409 0.0010694326390078002 -0.014581327807227885 -0.027600444905345817 0.021144546066063516 0.0165055652157063 -0.019805594339755168 0.021914209412369823 -0.020772663915886447
leaf_weight=0.0013378649517442011 0.0011018712077301299 0.0012590887526020026 0.0010759759430510676 0.0010313042019787176 0.0020018297541169669 0.0010650358465482011 0.0011703438021167384 0.00134574583887613
leaf_count=604 401 618 685 181 369 294 230 528
internal_value=0 -0.00153531 -0.0130951 0.00166224 0.00475436 -0.000345756 0.00549668 -0.00258651
internal_weight=0 0.0100512 0.00217785 0.00787335 0.00661426 0.00461243 0.00354739 0.00237705
internal_count=3910 3306 1086 2220 1602 1233 939 709
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 3 3 1
split_gain=5.49195e-05 8.17347e-05 4.10688e-05 7.9771e-05 5.25824e-05 6.64274e-05 6.52811e-05 8.71196e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11290500000000002 -0.08422499999999998 -0.082304999999999975 -1.0000000180025095e-35 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00032326946671510954 -0.00043834358446531626 0.00052676021017856285 -0.00034964470531421678 0.00047765958330526077 0.00036667824211837331 -0.0003565742263739605 0.00054665623392105404 -0.00024702542393516117
leaf_weight=0.0019723765664775399 0.0010101624633555078 0.0011825399905147525 0.0012568104494218016 0.0013020453275218403 0.001748098380321029 0.0018885415518961855 0.0010488811185580425 0.0010784089013343113
leaf_count=596 161 287 395 418 811 1034 82 126
internal_value=0 3.85417e-05 -1.75368e-05 2.86438e-05 -4.6927e-05 4.76354e-05 -9.12444e-05 0.000144307
internal_weight=0 0.0114777 0.0102952 0.00903835 0.00773631 0.00576393 0.00401583 0.00212729
internal_count=3910 3749 3462 3067 2649 2053 1242 208
is_linear=0
shrinkage=0.00196078


Tree=5660
num_leaves=10
num_cat=0
split_feature=484 133 133 15 12 16 52 0 1
split_gain=0.000153023 6.7854e-05 7.81072e-05 8.95155e-05 0.000108284 7.6162e-05 8.92758e-05 7.78214e-05 0.000126823
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.024640000000000006 0.088325000000000015 -0.19424999999999998 0.092550000000000007 -0.12329499999999999 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00074531410174825887 -0.00020267356409730348 -0.00043149678198490881 0.00050428210499175606 -0.00073500461245421444 0.00011885687396740157 0.00040422297982292032 0.00068919413412939353 -0.0005045818670033872 0.00036486978017149824
leaf_weight=0.001005317518964515 0.0019951337907033592 0.001036969625067761 0.0015339288590233641 0.0011531529772286211 0.001131123634515464 0.0019768291982698045 0.0013226648909393651 0.0014276416005250844 0.0011765983864697213
leaf_count=612 330 481 514 467 463 162 167 423 291
internal_value=0 4.9254e-05 9.18008e-05 2.96671e-05 -0.000312191 0.000128529 0.000240457 0.000110896 -0.000111763
internal_weight=0 0.012754 0.0117171 0.0101831 0.00228428 0.00789887 0.00590373 0.00458107 0.00260424
internal_count=3910 3298 2817 2303 930 1373 1043 876 714
is_linear=0
shrinkage=0.00196078


Tree=5661
num_leaves=9
num_cat=0
split_feature=133 160 157 42 3 0 43 4
split_gain=1.50406e-05 3.06525e-05 4.89461e-05 3.24321e-05 3.57447e-05 5.05625e-05 6.89356e-05 0.000128228
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0086849999999999983 -1.0000000180025095e-35 -0.11266 -0.052874999999999998 -0.073139999999999983 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -8
right_child=1 3 -4 4 5 -7 7 -9
leaf_value=0.0098782735872406657 0.004369981593637347 -0.013170484719333945 -0.025688530225890363 0.020537072643842202 0.023717566616315883 -0.018903898449124556 -0.030517548812796304 0.012400752373814097
leaf_weight=0.0013431103421168338 0.001002087334327753 0.0012632634091444802 0.0011792172692218768 0.001127021417598956 0.0014291214509363189 0.0010368776916731097 0.001082694376875218 0.0019498087723866303
leaf_count=604 414 618 672 221 446 257 454 224
internal_value=0 -0.00138759 -0.0118797 0.00151355 0.0043133 0.000987936 0.00561078 -0.00292237
internal_weight=0 0.0100701 0.0021813 0.00788879 0.00662552 0.0054985 0.00446162 0.0030325
internal_count=3910 3306 1086 2220 1602 1381 1124 678
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=10
num_cat=0
split_feature=160 49 43 47 16 52 13 3 1
split_gain=1.94224e-05 2.83532e-05 3.68915e-05 8.26742e-05 5.98125e-05 5.14759e-05 4.50291e-05 3.92916e-05 3.82723e-05
threshold=-0.087874999999999995 0.10447000000000002 -0.074254999999999988 0.077065000000000008 -0.088144999999999987 -0.048794999999999991 0.16421000000000002 -0.053439999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 8 -4 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.012108618776435438 0.00030896394045166364 0.014344289778105085 0.023737283153468038 -0.032125928936799858 0.0015054461064411418 -0.02573372695330875 -0.011834667012882648 -0.0034447854262670465 0.027120670404665592
leaf_weight=0.001176566738848135 0.0010566608130588336 0.0010213775324414811 0.0010877864481798711 0.0011338828111357906 0.00141676310632541 0.0013595027623877027 0.0010082023759035498 0.0010404032358578398 0.0010730538856984189
leaf_count=663 458 326 346 195 391 758 166 185 422
internal_value=0 -0.00146059 -0.00321977 -0.00779057 -0.00216438 -0.0118332 0.00557589 0.0104488 0.013818
internal_weight=0 0.0101976 0.00917626 0.00603834 0.00490446 0.00277627 0.00313792 0.00212819 0.00212971
internal_count=3910 3247 2921 1875 1680 1149 1046 531 880
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=9
num_cat=0
split_feature=42 160 133 47 0 3 2 43
split_gain=2.07903e-05 3.0658e-05 5.66381e-05 4.90603e-05 4.46541e-05 3.5892e-05 3.88375e-05 2.57836e-05
threshold=0.092145000000000019 -0.087874999999999995 0.065880000000000008 0.09550500000000002 -0.23029999999999998 -0.016619999999999996 0.097940000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.017520598145412267 -0.010040278364457585 0.0090928851612403199 0.015092561715407694 0.0125364605122341 -0.016242578254941787 -0.03709200321659209 -0.0095143409416447808 0.0057523292061446036
leaf_weight=0.00109625432794798 0.0017604157830138625 0.0010897030065505405 0.0018741353371854392 0.0013329018003864013 0.0010053776103013008 0.0010075476073596495 0.0010354968736017197 0.001134250455942979
leaf_count=526 832 91 734 191 704 151 225 456
internal_value=0 0.00178385 -0.00025066 -0.00460404 -0.0089373 -0.0136347 -0.0231145 -0.00458273
internal_weight=0 0.00957567 0.00847941 0.00660528 0.00527238 0.00418267 0.00204304 0.00213963
internal_count=3910 3078 2552 1818 1627 1536 376 1160
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 48 42 12 1 52
split_gain=5.20174e-05 0.000105015 5.90132e-05 7.96613e-05 0.000130146 5.53971e-05 4.25265e-05 0.00010437 8.88361e-05 6.54398e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 0.091555000000000011 0.094425000000000023 0.086935000000000012 0.092550000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.00059613476022357572 -0.00043347259822204434 0.00053267524780616624 -0.00048326465493530392 -2.9451007433007433e-05 -0.00064854085673481175 0.00047509639307602414 0.00035212872818550831 -0.00051107276088525606 -0.00035790114768075346 0.00057805026311377598
leaf_weight=0.001119284188802667 0.0010366210389515596 0.0010126810885887462 0.00102157728835127 0.001335143178429875 0.0011981695688716024 0.0010075651575202739 0.0010049363348888854 0.0015859682502840766 0.001208305912038223 0.0013929709357112102
leaf_count=179 557 308 546 309 282 186 179 782 204 378
internal_value=0 2.4512e-05 -3.49093e-05 1.20886e-05 -4.82784e-05 4.71731e-05 -1.88816e-05 -8.63962e-05 8.47043e-05 0.000280738
internal_weight=0 0.0118866 0.0107673 0.00974574 0.00873306 0.00753489 0.00652732 0.00552239 0.00393642 0.00272811
internal_count=3910 3353 3174 2628 2320 2038 1852 1673 891 687
is_linear=0
shrinkage=0.00196078


Tree=5665
num_leaves=9
num_cat=0
split_feature=48 2 13 52 13 2 2 16
split_gain=5.85277e-05 7.33221e-05 4.70206e-05 6.04132e-05 4.68261e-05 4.32007e-05 4.50408e-05 5.95895e-05
threshold=0.11930500000000001 0.11290500000000002 -0.017604999999999999 0.084240000000000023 -0.094679999999999986 0.097575000000000009 0.086650000000000019 -0.079209999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -4
right_child=-2 -3 5 -5 -6 -7 -8 -9
leaf_value=0.00024754775926294405 -0.00045482471738173355 0.0003802212733588279 -0.0003642859395705404 -0.00056757702826060392 -0.00029946419673242743 -0.0002694489883403264 0.00039571331781456591 0.00021949709982166141
leaf_weight=0.0011788414601495369 0.001020387947414758 0.0019626759554347136 0.0010699993124225217 0.001217600180925228 0.0012288527158399224 0.0011430251401027955 0.0018330856892544468 0.0018083945278658899
leaf_count=208 161 545 338 616 1009 317 409 307
internal_value=0 3.52662e-05 -3.61525e-05 -0.000211641 -3.16393e-05 7.25153e-05 0.000155477 2.4846e-06
internal_weight=0 0.0114425 0.0094798 0.00362529 0.00240769 0.0058545 0.00471148 0.00287839
internal_count=3910 3749 3204 1833 1217 1371 1054 645
is_linear=0
shrinkage=0.00196078


Tree=5666
num_leaves=11
num_cat=0
split_feature=48 2 133 160 42 15 160 4 3 16
split_gain=7.80211e-05 7.90673e-05 5.82822e-05 5.9151e-05 6.62727e-05 5.68474e-05 8.78823e-05 8.90809e-05 0.000147955 6.87629e-06
threshold=0.11930500000000001 0.11290500000000002 0.098810000000000023 0.087825000000000014 -0.090359999999999982 -0.10312999999999999 -1.0000000180025095e-35 0.05309500000000001 -0.083144999999999983 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8 -3
right_child=-2 9 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00037530993509226381 -0.00051103214867146047 0.00027986106193272366 -0.00047728589259038624 -0.00037151920177153769 -0.00021790623230438994 -0.00018980769090241246 0.0007286182243302009 0.00081619534372355366 -0.00021705981950522577 0.000508731911770233
leaf_weight=0.0010354043775387296 0.0010779761885560289 0.0010180383526355997 0.0010166395084730629 0.0012761635935803111 0.0012418367513443622 0.001312899053020716 0.0011110592906931451 0.0012982122700965588 0.0014878266187793479 0.0010009044277397012
leaf_count=287 161 265 511 331 296 705 394 128 552 280
internal_value=0 4.00492e-05 -3.28793e-05 1.86761e-05 8.5183e-05 0.000159084 0.000248942 0.000396753 0.00018723 0.000393325
internal_weight=0 0.011799 0.00978004 0.0087634 0.00748724 0.00645183 0.00521 0.0038971 0.00259889 0.00201894
internal_count=3910 3749 3204 2693 2362 2075 1779 1074 946 545
is_linear=0
shrinkage=0.00196078


Tree=5667
num_leaves=8
num_cat=0
split_feature=13 48 1 48 160 42 42
split_gain=1.90794e-05 3.41032e-05 4.0489e-05 3.90265e-05 6.71166e-05 2.51883e-05 3.94369e-05
threshold=-0.23438999999999996 0.11028500000000001 0.11198000000000001 0.083775000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.011056435690699487 -0.028761056729187058 -0.017300583082456893 0.0143462632648894 0.010049371026775876 -0.014830921352421422 0.014473438079086395 -0.0078791972916587832
leaf_weight=0.0013580862089708013 0.0011227330743046543 0.0012121003209606416 0.0017215046033511516 0.001782979604711802 0.0010268366850843306 0.0015648560173905047 0.0015926152618411615
leaf_count=210 827 191 395 455 737 344 751
internal_value=0 -0.00157375 0.000589611 -0.0027506 -0.00705094 -0.00122568 0.00319886
internal_weight=0 0.0100236 0.00881153 0.00709002 0.00530704 0.00418431 0.00315747
internal_count=3910 3700 3509 3114 2659 1832 1095
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=9
num_cat=0
split_feature=157 51 2 48 2 43 12 52
split_gain=1.68446e-05 3.48769e-05 5.04187e-05 3.89349e-05 8.58032e-05 4.29462e-05 3.82529e-05 3.54772e-05
threshold=-0.07453499999999999 -0.032189999999999989 0.086545000000000025 0.016865000000000002 0.113945 0.013605000000000001 0.086865000000000012 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 7 -3 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=0.011764821541360406 -0.016597900783418267 -0.021475582113843261 -0.022786300676628336 0.029189373362324342 -0.0079258701211031065 0.013850502562735787 0.0023855347395088078 0.002005873469345654
leaf_weight=0.001088954567004999 0.0013036968102297384 0.0014608235731290392 0.001034349068013341 0.0016367488829753831 0.0010055315786547463 0.0012765269016160857 0.0012440217607653894 0.0013059367211878514
leaf_count=502 509 665 525 305 155 262 649 338
internal_value=0 -0.00131539 0.000907266 0.00583744 0.015065 -0.000903808 -0.0105013 -0.00895166
internal_weight=0 0.0102676 0.00896394 0.00625909 0.00264228 0.00361681 0.00270485 0.00234029
internal_count=3910 3408 2899 1585 460 1125 1314 863
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=11
num_cat=0
split_feature=484 48 4 12 47 12 16 16 15 51
split_gain=0.000144185 6.5583e-05 0.000103388 7.1603e-05 8.97854e-05 9.29514e-05 5.63485e-05 9.19505e-05 5.33277e-05 0.000113589
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 0.10129000000000001 -0.014099999999999998 0.15737500000000001 0.088190000000000004 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 9 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00082655342323049638 -0.00055009118399653649 -0.00054315963604500029 0.00054345362003371518 -0.00063053257366364344 0.0004540487296362494 -0.00062950736487052557 0.00056073771228071722 -0.00017757097350243767 0.0001672025534357223 0.00014066229503730603
leaf_weight=0.0010462759764262317 0.0011439495024739123 0.0010302904095808038 0.0011052498932613 0.0017313776533245946 0.0012709221211766987 0.0011249917780425164 0.0013515729502954301 0.0012468171559835129 0.0013371602452310963 0.0012750379585447767
leaf_count=612 261 137 368 638 174 316 400 299 518 187
internal_value=0 -6.90834e-05 -2.69299e-05 -8.70736e-05 -3.0351e-05 -0.000106667 -2.19368e-05 0.000206466 -0.000158571 -0.000303464
internal_weight=0 0.0126174 0.0115871 0.0104818 0.00933788 0.00806696 0.00694197 0.00259839 0.00434358 0.00300642
internal_count=3910 3298 3161 2793 2532 2358 2042 699 1343 825
is_linear=0
shrinkage=0.00196078


Tree=5670
num_leaves=11
num_cat=0
split_feature=484 133 0 15 42 1 47 48 160 0
split_gain=7.4536e-05 8.03714e-05 8.56103e-05 5.30275e-05 0.000201689 0.000100628 8.46761e-05 0.000112219 0.000123418 3.2966e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 1.0000000180025095e-35 0.08401500000000002 1.0000000180025095e-35 0.087850000000000025 0.086285000000000014 -0.078454999999999983 -0.10783
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 -8
right_child=1 -3 -4 4 -6 6 9 -9 -10 -11
leaf_value=-0.00052396071357730561 -0.00036832577307875354 -0.00049641369665225511 0.00062040908406157881 -0.00062883735666349804 0.00039925836428178734 0.00016621383809903428 -0.00032154345386447604 -2.2653249663323315e-05 0.0010878287068116067 0.00011914491728912286
leaf_weight=0.001003727777880911 0.001392788819906168 0.001023951086171755 0.0010159998485075429 0.0017429986742664265 0.0012668381313848771 0.0010040206272445376 0.0010407457745394404 0.0014299666795185139 0.0012593869237230138 0.0017499966314346443
leaf_count=612 633 472 70 610 416 185 87 175 469 181
internal_value=0 3.07201e-05 7.60676e-05 2.52672e-05 -0.000196113 0.000109858 0.000212572 0.000407347 0.000679011 -4.52001e-05
internal_weight=0 0.0129267 0.0119027 0.0108867 0.00300984 0.00787691 0.00648412 0.00369337 0.00226341 0.00279074
internal_count=3910 3298 2826 2756 1026 1730 1097 829 654 268
is_linear=0
shrinkage=0.00196078


Tree=5671
num_leaves=9
num_cat=0
split_feature=2 42 49 52 4 15 3 13
split_gain=1.54844e-05 2.42604e-05 5.24606e-05 6.79768e-05 4.33571e-05 6.33875e-05 8.44047e-05 4.33786e-05
threshold=-1.0000000180025095e-35 0.092145000000000019 -0.00064499999999999985 -0.068164999999999989 -0.08422499999999998 -0.017214999999999998 0.092005000000000017 -0.016579999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -4
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=0.011705427273416249 0.0042956472636557852 -0.012148299038852299 0.0086544431485383305 -0.027971095149648691 0.020384090403107926 0.025800858595505134 -0.018577421679100713 -0.020639833452587575
leaf_weight=0.0010008520893561414 0.0013780656392210155 0.0017251896615418085 0.0010098927746689515 0.0012407563905962866 0.0010958792346471851 0.0018144690622369174 0.001128709041762219 0.0010120596133744598
leaf_count=280 264 782 152 377 753 665 146 491
internal_value=0 -0.0013174 0.000835332 -0.0109918 0.00594557 0.0119297 0.000615843 -0.00600839
internal_weight=0 0.010405 0.00867983 0.00261882 0.00606101 0.00403906 0.00222459 0.00202195
internal_count=3910 3630 2848 641 2207 1564 899 643
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=9
num_cat=0
split_feature=48 4 13 13 160 52 4 4
split_gain=4.2851e-05 7.15013e-05 6.81251e-05 5.34762e-05 5.30415e-05 5.78967e-05 6.24511e-05 3.62717e-05
threshold=0.11930500000000001 0.28937500000000005 -0.017604999999999999 -0.094679999999999986 -0.025614999999999995 0.088900000000000021 0.0057500000000000008 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 -1
right_child=-2 -3 4 -5 5 -7 -8 -9
leaf_value=0.00024491901034673667 -0.00039608550842058521 0.00046997420817559228 0.00048582847143086841 -0.00045829453489665078 -0.000335310290059412 0.00043274475137423349 0.00017603426204880962 -0.00024458621356427014
leaf_weight=0.0010861453991751224 0.0010056325310967501 0.0012431760849502356 0.0011535391370777939 0.0019296170910345174 0.0019720874836460494 0.001009325746266233 0.0017184407901235455 0.0012538158423316295
leaf_count=123 161 388 276 1589 789 192 156 236
internal_value=0 2.6194e-05 -2.83055e-05 -0.000216645 0.000109073 1.66013e-05 -9.72101e-05 -1.73714e-05
internal_weight=0 0.0113661 0.010123 0.00426958 0.00585339 0.00469985 0.00369053 0.00233996
internal_count=3910 3749 3361 1948 1413 1137 945 359
is_linear=0
shrinkage=0.00196078


Tree=5673
num_leaves=8
num_cat=0
split_feature=1 4 48 47 16 0 3
split_gain=1.73551e-05 4.33429e-05 2.95307e-05 6.2273e-05 7.81801e-05 4.96907e-05 2.93303e-05
threshold=0.085835000000000009 -0.15333499999999997 0.087945000000000009 0.09252500000000001 -0.022939999999999999 -0.18901999999999997 -0.080664999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=0.0073099409020598062 0.029583731929249568 -0.0025768474971575236 -0.021972411638449325 -0.0099268433845759504 -0.0023251996614541792 0.0086346051246946193 -0.022582635463086691
leaf_weight=0.0018305063405670528 0.0017482714754331113 0.0015079286492403665 0.0010544742018746556 0.0013829269183237907 0.00136919146229571 0.0010673488267739836 0.0014257078516839328
leaf_count=166 680 1289 76 182 498 274 745
internal_value=0 -0.00476498 0.00314932 0.00773459 0.0155693 -0.00657605 -0.0122994
internal_weight=0 0.00476414 0.00662221 0.00450039 0.00311746 0.00212182 0.00293364
internal_count=3910 2200 1710 1360 1178 350 2034
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=10
num_cat=0
split_feature=133 13 50 15 2 159 0 457 1
split_gain=5.05971e-05 8.676e-05 5.92809e-05 9.31574e-05 0.000124102 5.27387e-05 6.06346e-05 7.27666e-05 6.35203e-05
threshold=0.10599500000000002 -0.26418499999999995 0.084340000000000012 -0.15202999999999997 0.11230000000000001 1.0000000180025095e-35 -0.070894999999999986 0.082870000000000013 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00054997331871184006 -0.00043056181658376517 0.00058726962922188593 -0.00047508670155827767 3.7831840043814353e-05 -0.00064194643600388936 -0.00036894612758993741 0.00040342271490851923 0.00036693858962617035 -0.00054321427107708806
leaf_weight=0.0011098429772605648 0.0010026295715072969 0.0010023524456077024 0.0010222116414372899 0.0019533226040424636 0.0011562638015439114 0.0010045304360824358 0.0019425313857122971 0.0013577177476221097 0.0011487631750768845
leaf_count=179 557 306 555 1009 282 387 317 154 164
internal_value=0 2.84036e-05 -2.62693e-05 2.16934e-05 -4.45098e-05 4.87542e-05 0.000114292 -1.16435e-05 -0.000177341
internal_weight=0 0.0116975 0.0105877 0.00956548 0.00856313 0.00740687 0.00640233 0.0044598 0.00310209
internal_count=3910 3353 3174 2619 2313 2031 1644 1327 1173
is_linear=0
shrinkage=0.00196078


Tree=5675
num_leaves=9
num_cat=0
split_feature=1 484 457 2 3 3 13 2
split_gain=1.73236e-05 3.67986e-05 4.37689e-05 4.49993e-05 6.16672e-05 4.35537e-05 9.40948e-05 4.80995e-05
threshold=0.12864500000000004 0.084225000000000008 0.069705000000000003 0.11290500000000002 0.090325000000000003 -0.115685 -0.014114999999999997 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.02455105793152525 0.010886716690261908 0.015063875495813214 0.012216790479798473 0.0079873571017405921 -0.0334706263431266 -0.020315903328895435 -0.00296201987308068 0.025997126055579883
leaf_weight=0.0010236400699857053 0.001264276049345813 0.0011805846981571754 0.0014445020850859481 0.0016153327869499728 0.0010006559388112402 0.0015572405405246937 0.0011458339933087705 0.0011483588490805133
leaf_count=273 331 417 248 386 112 1398 328 417
internal_value=0 -0.00152895 -0.00372123 -0.00679456 -0.0108584 -0.00621696 -0.0013441 0.0115335
internal_weight=0 0.0101161 0.00893556 0.00749106 0.00587573 0.00487507 0.00385143 0.00229419
internal_count=3910 3579 3162 2914 2528 2416 2143 745
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 0 1 4 16
split_gain=4.57174e-05 6.91314e-05 6.38235e-05 0.000120637 5.11294e-05 4.50734e-05 5.03756e-05 6.47313e-05 7.0328e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 -0.06402999999999999 0.092550000000000007 0.0021050000000000005 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00047147619477173468 -0.00040670080305792394 0.00045752445110147476 0.00014744381609610018 0.0005334327339821869 -0.00036446901924909068 0.0003615656334960649 -0.00045172162322685189 0.00045104729899214224 -0.00050858919244234292
leaf_weight=0.001119047790910121 0.0010338144379247001 0.0012580445318400935 0.0014915062362667627 0.0014975071922357572 0.0017969525861524643 0.0011503936058274824 0.0010418880066353996 0.0010380182813259226 0.0010854874263782344
leaf_count=275 161 388 533 130 692 161 282 217 1071
internal_value=0 2.3801e-05 -2.95845e-05 2.47454e-05 -7.54306e-05 1.40067e-05 -7.18508e-05 3.76324e-05 -0.000128892
internal_weight=0 0.0114788 0.0102208 0.00910175 0.00760425 0.00580729 0.0046569 0.00361501 0.00257699
internal_count=3910 3749 3361 3086 2956 2264 2103 1821 1604
is_linear=0
shrinkage=0.00196078


Tree=5677
num_leaves=11
num_cat=0
split_feature=48 48 13 13 160 1 52 16 16 0
split_gain=3.81671e-05 6.77826e-05 4.25962e-05 9.03853e-05 5.24225e-05 5.66201e-05 6.2548e-05 3.99255e-05 1.69079e-05 2.05123e-06
threshold=0.11930500000000001 0.092755000000000018 -0.014114999999999997 -0.094679999999999986 -0.081519999999999995 0.092550000000000007 -1.0000000180025095e-35 -0.033174999999999989 -0.049719999999999993 -0.07883999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 -1 -7 -8
right_child=-2 -3 4 -5 5 8 9 -9 -10 -11
leaf_value=0.00034991171648062277 -0.0003745509480427511 0.00047129447057502098 0.00046008670506802329 -0.00050790097070069152 -0.00023373875759983447 -0.00044579896202898611 0.00029719549416696054 -0.00017710987771105675 -8.5513378048522194e-05 0.00042214509468226948
leaf_weight=0.0010885993281001464 0.0010043347446036738 0.0011696617923027041 0.001115308023519594 0.0018170632248612094 0.0010341913712668795 0.0010020397791710466 0.0010184882467982044 0.0011225376993451871 0.0010011242185971171 0.0010021678651891655
leaf_count=279 161 287 219 1634 224 162 426 119 264 135
internal_value=0 2.42111e-05 -2.70496e-05 -0.0001839 7.52983e-05 -9.54882e-06 0.000158443 8.23563e-05 -0.000265739 0.000359166
internal_weight=0 0.0113712 0.0102015 0.0040282 0.00617332 0.00505801 0.00305485 0.00221114 0.00200316 0.00202066
internal_count=3910 3749 3462 2032 1430 1211 785 398 426 561
is_linear=0
shrinkage=0.00196078


Tree=5678
num_leaves=9
num_cat=0
split_feature=13 39 48 0 3 51 15 2
split_gain=1.65018e-05 3.243e-05 6.21529e-05 4.50874e-05 7.47971e-05 5.18204e-05 4.70387e-05 2.76064e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 -0.10071499999999999 -0.083144999999999983 0.081825000000000009 -0.042544999999999993 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.01019868606411372 0.0032461970486553902 0.014005896328335037 -0.025961098159530013 0.013479221763162564 -0.023769583878402594 -0.011567806443871839 0.030261056585547015 -0.0079274779107761633
leaf_weight=0.0013572478042031067 0.0014728513070389358 0.0011820594236799193 0.0010923874387566467 0.0013077863754933788 0.0016937111321500969 0.0010128825617719559 0.0011460825158498018 0.0011169717375510439
leaf_count=210 213 419 144 841 1377 100 171 435
internal_value=0 -0.00155051 -0.00363003 -0.000482515 -0.00764498 0.0076397 0.0150683 0.00361816
internal_weight=0 0.0100247 0.00884267 0.00775029 0.00411847 0.00363182 0.00261893 0.00242476
internal_count=3910 3700 3281 3137 2653 484 384 1276
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=12
num_cat=0
split_feature=158 48 50 4 40 47 3 1 48 16 3
split_gain=8.37817e-05 7.05865e-05 0.000114989 0.000104962 8.90979e-05 0.000161805 0.000120322 8.1396e-05 8.24706e-05 8.82142e-05 0.000109635
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.09112000000000002 0.083775000000000002 -0.089559999999999987 -0.100615
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00042025775116855319 -0.00055121392979910712 -0.0004481549012704163 -0.00055538703434491142 0.00071003845625422176 0.00029177370756928073 0.0008398718383962751 0.0006322228829794118 -0.000502587813295421 0.00047029782896279121 8.7082002137111564e-05 -0.0008098865621845268
leaf_weight=0.0012444724390410231 0.0010333988519913911 0.0010872098418584679 0.0010163342176169919 0.0010944704429327523 0.0012798770514760799 0.001107310145452638 0.0010927634310210071 0.0013325856929777662 0.0012822829725832562 0.0010474685541022812 0.0010481517829900801
leaf_count=199 488 150 638 300 280 170 111 276 188 129 981
internal_value=0 2.9476e-05 7.44524e-05 0.000135247 6.85697e-05 0.000142843 3.38762e-05 -7.52743e-05 4.69797e-05 -0.00011383 -0.000361548
internal_weight=0 0.0126329 0.0115457 0.0105294 0.00943491 0.00819044 0.00708313 0.00599037 0.00465778 0.0033755 0.00209562
internal_count=3910 3422 3272 2634 2334 2135 1965 1854 1578 1390 1110
is_linear=0
shrinkage=0.00196078


Tree=5680
num_leaves=9
num_cat=0
split_feature=1 43 2 43 42 160 1 16
split_gain=1.65844e-05 3.66034e-05 4.99088e-05 3.5929e-05 5.02824e-05 5.26075e-05 6.17053e-05 5.27818e-05
threshold=0.10420500000000001 -0.075819999999999985 0.10796500000000002 -0.15648499999999999 0.086325000000000013 -0.026849999999999995 0.089455000000000021 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.014372963496820027 -0.010518545282855684 0.028540934870102758 0.0011993764510962589 0.019215961438444101 -0.023562809912184186 0.012361221767037392 -0.027647757376106415 -0.014178838778454323
leaf_weight=0.0010284380210401805 0.0011007283161654714 0.0010336171094266784 0.0018854487771520529 0.0010012503029569126 0.0012708887126171081 0.0017141964618848538 0.001020997172025698 0.0013313100001441467
leaf_count=235 315 218 347 428 1111 432 238 586
internal_value=0 0.00502108 0.0108808 -0.00296443 -0.0057774 -0.00131718 -0.00637283 0.000759523
internal_weight=0 0.00401979 0.00291907 0.00736708 0.00633864 0.00506775 0.0040665 0.00304551
internal_count=3910 880 565 3030 2795 1684 1256 1018
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=12
num_cat=0
split_feature=11 48 0 2 150 4 42 47 4 1 4
split_gain=8.05244e-05 8.07891e-05 9.1465e-05 6.45073e-05 7.19299e-05 5.77127e-05 6.33206e-05 6.88713e-05 7.03365e-05 5.53074e-05 1.85616e-05
threshold=0.080455000000000013 0.091555000000000011 -0.18087499999999998 0.11260500000000001 0.085285000000000014 -0.08422499999999998 -0.088669999999999985 0.09252500000000001 -0.064054999999999987 0.085410000000000014 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 10 -7 8 -8 -10 -1
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.0001453034330017939 -0.00054232946253351651 -7.7640655516569447e-05 0.00069515601251162037 0.00030767609324894432 -0.00060602652636551689 0.00046633933645039757 -0.00032299361794794123 -0.00049204803610004963 0.00060188785143585905 -2.6341054793501239e-05 -0.00051678649287080665
leaf_weight=0.001054464451015234 0.0010220665866660242 0.0010530851399382195 0.001335622480993612 0.0016557619449118358 0.0010119471528163724 0.0011477017986387663 0.0010664519773857751 0.0010371531268976459 0.0010945503938636883 0.0010610662286269722 0.0010147983266966727
leaf_count=115 241 68 374 448 262 200 696 176 569 324 437
internal_value=0 3.00419e-05 0.000354461 -4.63531e-05 -0.000115413 -4.90052e-05 5.75705e-05 -5.25775e-05 8.88838e-05 0.000292653 -0.000327484
internal_weight=0 0.0125326 0.00238871 0.0101439 0.00848813 0.00747619 0.00540692 0.00425922 0.00322207 0.00215562 0.00206926
internal_count=3910 3669 442 3227 2779 2517 1965 1765 1589 893 552
is_linear=0
shrinkage=0.00196078


Tree=5682
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 4 0 0
split_gain=1.81339e-05 2.53771e-05 5.87898e-05 4.0681e-05 3.96165e-05 4.39818e-05 2.74785e-05 2.33794e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 0.015635000000000003 -0.083564999999999987 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00072349779632077367 -0.012620820514006868 -0.018503975940470846 0.02045892285102854 -0.020715290460075451 -0.012666765519294043 0.015618474689122919 0.0065287531404741687 0.021617565885016152
leaf_weight=0.0011084540154685163 0.0010563856823712072 0.0010701792833205668 0.0010695602275729308 0.0012951773997362396 0.0017358854313668285 0.001711156645004974 0.0013074372059855917 0.0010361240349507049
leaf_count=300 279 175 387 329 990 294 1050 106
internal_value=0 0.00113446 -0.00140144 -0.00468536 -0.00112093 0.0027918 -0.00442021 0.0108182
internal_weight=0 0.010334 0.0081894 0.00711984 0.00582466 0.00475448 0.00304332 0.00214458
internal_count=3910 3631 3225 2838 2509 2334 2040 406
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=11
num_cat=0
split_feature=484 133 15 42 42 16 13 2 1 0
split_gain=0.00013044 8.9269e-05 0.000115435 0.000216181 9.60821e-05 0.000116075 0.000110636 6.62272e-05 7.87276e-05 7.97394e-05
threshold=-0.0043499999999999988 0.10599500000000002 1.0000000180025095e-35 0.08401500000000002 0.083970000000000017 -0.014099999999999998 -0.090929999999999983 0.11230000000000001 0.095575000000000007 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 9 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00066932501862722229 0.00081217746196281184 -0.00048701312960639393 -0.00067170907372565258 0.00039585158254561202 -0.00061536916431280419 0.00025163367359690652 0.0004393095152735141 -0.00021427331594047686 0.00067506674012187177 -0.00025939225043170765
leaf_weight=0.001052821579298111 0.0014342113721902017 0.00109876290057023 0.0017832997439866591 0.0012338560436038508 0.0010535554302809748 0.0013601295582163701 0.0013142116387614448 0.0011673635594972856 0.0014821894850993397 0.0012026705969099953
leaf_count=612 185 481 609 417 329 360 90 184 273 370
internal_value=0 4.79839e-05 9.68419e-05 -0.000235134 0.000207956 -0.000126807 0.00033037 0.00019662 0.000316563 0.000105441
internal_weight=0 0.0131303 0.0120315 0.00301716 0.00901433 0.00241368 0.00660065 0.00516644 0.00399907 0.00251688
internal_count=3910 3298 2817 1026 1791 689 1102 917 733 460
is_linear=0
shrinkage=0.00196078


Tree=5684
num_leaves=10
num_cat=0
split_feature=133 13 50 48 42 159 3 13 15
split_gain=6.83747e-05 9.25374e-05 7.47726e-05 7.78638e-05 5.88677e-05 6.63019e-05 9.04859e-05 6.01546e-05 9.51391e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -1.0000000180025095e-35 0.082325000000000023 -0.11266 -0.075169999999999987 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -9
right_child=-2 2 -4 -5 5 -7 7 8 -10
leaf_value=0.00056650241546650753 -0.00049476155459464855 -0.00024150357860890174 -0.00052799960341304904 -0.00047776500174479274 0.00075099371815945826 -0.0002770961448424958 -0.00021878457034606706 -1.7309048571706315e-05 0.00063043592995391915
leaf_weight=0.0011152047077970439 0.0010433728024561483 0.0017010313365163959 0.0010345805756852245 0.0010535524013417031 0.001110433987420131 0.0011044914838737006 0.001363674676538809 0.0019942708531896971 0.0015488689850595028
leaf_count=179 557 722 546 115 218 330 774 185 284
internal_value=0 2.85066e-05 -2.6482e-05 2.60538e-05 8.62162e-05 0.000164492 0.000245548 0.000131163 0.00026585
internal_weight=0 0.0120261 0.0109109 0.00987632 0.00882277 0.00712174 0.00601725 0.00490681 0.00354314
internal_count=3910 3353 3174 2628 2513 1791 1461 1243 469
is_linear=0
shrinkage=0.00196078


Tree=5685
num_leaves=9
num_cat=0
split_feature=159 2 16 151 4 15 16 16
split_gain=1.61899e-05 3.22402e-05 5.74645e-05 3.19129e-05 6.15654e-05 5.65666e-05 6.86205e-05 3.15871e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.089864999999999987 -0.0088999999999999982 0.15927500000000003 0.014775000000000002 0.081265000000000018 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -4
right_child=1 3 7 4 -6 -7 -8 -9
leaf_value=-0.01167989317700743 -0.024537410984216395 -0.0071513753409732225 0.015644634468952503 0.028277778744485189 0.028509573086148984 -0.016342760053865573 -0.0034870318279402479 -0.0072988578344135363
leaf_weight=0.0010986388990511459 0.0011874572541342048 0.0015892707896352767 0.0010262608884887773 0.0012148369960250799 0.0012352929801315816 0.0010976936714324091 0.0015449865284033702 0.0014448651955259113
leaf_count=633 388 443 497 372 298 493 354 432
internal_value=0 0.00108802 -0.00645811 0.00521968 0.00908021 0.00285835 0.0104954 0.0022296
internal_weight=0 0.0103407 0.00365858 0.00668208 0.00509281 0.00385752 0.00275982 0.00247113
internal_count=3910 3277 1317 1960 1517 1219 726 929
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=8
num_cat=0
split_feature=1 0 2 15 15 16 0
split_gain=1.48664e-05 5.86177e-05 3.8287e-05 3.16294e-05 5.62318e-05 5.32823e-05 5.50803e-05
threshold=0.076710000000000014 -0.087614999999999985 0.092450000000000018 0.035895000000000003 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2
right_child=3 2 -4 -5 -6 -7 -8
leaf_value=-0.024864054033233031 -0.0065747837910167988 -0.013447644218324152 0.010361693529716729 -0.012377489092060464 0.025323777477149256 -0.014465900083095676 0.019039701972706317
leaf_weight=0.001085869514000414 0.0014911238792322816 0.0010247969095509698 0.0019809254786383032 0.0011851376725182331 0.0011571084689647555 0.0015594131587487914 0.001921091816964462
leaf_count=630 131 797 581 532 337 409 493
internal_value=0 -0.00495027 0.00224393 0.00257705 0.00546887 0.000847787 0.00784628
internal_weight=0 0.00409159 0.00300572 0.00731387 0.00612874 0.00497163 0.00341222
internal_count=3910 2008 1378 1902 1370 1033 624
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 15 15 15 48
split_gain=6.99799e-05 5.98072e-05 0.000108044 0.000101939 8.9629e-05 7.93761e-05 6.33955e-05 0.00010996 5.42459e-05 4.79066e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.096614999999999993 -0.021529999999999997 0.085120000000000015 -0.095799999999999982 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 9 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00049353844872446759 0.00010419529151968989 -0.00041063351534366871 0.0006157618984679598 0.00079503834230657748 0.00024495853694347328 -0.00045666051574609032 -0.00080808563156560737 1.9440732552006634e-05 0.0003986878199170603 -0.00041447469746902846
leaf_weight=0.0010679400643376505 0.0018549263397707422 0.0010851690681021086 0.0010384768490830261 0.001187965430718251 0.0013841753975603625 0.0011228160634037499 0.0010787512598039663 0.0014433494928204776 0.0012624751160373545 0.0010852090610081553
leaf_count=627 360 480 341 117 401 238 301 587 321 137
internal_value=0 2.93223e-05 7.09892e-05 0.000297934 0.000131372 -6.92783e-05 -8.87543e-05 -0.000334508 5.87293e-05 -8.72467e-05
internal_weight=0 0.0125433 0.0114581 0.00473343 0.00354547 0.00250699 0.00672471 0.0025221 0.00420261 0.00294014
internal_count=3910 3283 2803 1097 980 639 1706 888 818 497
is_linear=0
shrinkage=0.00196078


Tree=5688
num_leaves=9
num_cat=0
split_feature=11 3 47 1 15 3 15 16
split_gain=1.65013e-05 2.5048e-05 2.72753e-05 3.44956e-05 4.21177e-05 7.23547e-05 3.9683e-05 1.88925e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.091845000000000024 0.088190000000000004 0.084925000000000014 -0.073314999999999991 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.013647109335073064 -0.01200812476053425 -0.023640900018774627 -0.020420521051549092 0.026385610950040272 0.013630379055558375 0.0058015355760175375 -0.00037786910607432312 -0.0019853057235597053
leaf_weight=0.0013782992189595679 0.0010593313637256513 0.0016112863797295863 0.0010214612267384446 0.0010724134968247117 0.0011736091460157611 0.0017317709168892526 0.001146079148156636 0.0012196523004118409
leaf_count=247 279 1411 199 399 615 122 399 239
internal_value=0 0.00109558 -0.000831696 0.00234807 -0.00266759 -0.00838913 0.0125595 -0.0103878
internal_weight=0 0.0103546 0.00897627 0.00673516 0.00451667 0.00334306 0.00221849 0.00224111
internal_count=3910 3631 3384 2946 2148 1533 798 438
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=9
num_cat=0
split_feature=52 52 4 0 1 1 2 15
split_gain=1.47788e-05 4.07848e-05 7.01203e-05 6.01007e-05 3.56148e-05 4.29413e-05 9.34169e-05 3.50695e-05
threshold=0.16064500000000001 0.10433000000000002 -0.34687499999999999 -0.060094999999999989 1.0000000180025095e-35 0.11097000000000001 0.089910000000000004 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.025094186142211858 -0.011350492575489679 0.020103487927694078 -0.013125012370561318 0.021860600138329637 -0.015836048710552393 -0.010932755956442657 0.03009752770226113 0.0097761579438095797
leaf_weight=0.0010713203377028359 0.0010605584187879475 0.0010127794781564997 0.0019318076300871845 0.0012971029998584483 0.0011359732916422294 0.0015571514042952836 0.0013110807557444384 0.0010098715759991868
leaf_count=240 475 258 1442 344 153 321 206 471
internal_value=0 0.00104546 -0.00102679 0.00210119 -0.00158876 0.00285589 0.00906691 -0.0037825
internal_weight=0 0.0103271 0.00931431 0.00824299 0.00694588 0.00501408 0.00345693 0.00214584
internal_count=3910 3435 3177 2937 2593 1151 830 624
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=9
num_cat=0
split_feature=151 4 15 47 457 13 1 16
split_gain=1.43126e-05 4.61784e-05 3.28538e-05 4.14363e-05 3.62726e-05 4.17514e-05 9.45025e-05 3.2934e-05
threshold=-0.088294999999999985 0.40359500000000004 -0.10469999999999999 0.085165000000000018 0.088020000000000001 -0.09547499999999999 0.081005000000000008 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.01101981895356647 -0.020046444502017275 0.018705263265019034 0.0057113567744434641 0.014059124513061867 0.012826536215183378 -0.012062203598856422 -0.032547620611208417 0.01075945227642227
leaf_weight=0.0010508718889889997 0.0010600338805746975 0.0010440304037697854 0.0016531576686968788 0.0014406575987603309 0.001012825999222553 0.001331450458287966 0.0015530133798195992 0.0012042860078031452
leaf_count=299 287 357 237 246 100 1110 798 476
internal_value=0 -0.00123147 -0.00348038 -0.00133764 -0.00462148 -0.00769916 -0.0131213 -0.00122362
internal_weight=0 0.0102995 0.00925542 0.00819539 0.00675473 0.00574191 0.00408875 0.00253574
internal_count=3910 3611 3254 2967 2721 2621 2384 1586
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=11
num_cat=0
split_feature=133 133 50 160 156 12 160 42 15 47
split_gain=9.24866e-05 9.67791e-05 7.40394e-05 8.86015e-05 6.32854e-05 7.61471e-05 6.7173e-05 5.96847e-05 9.00785e-05 8.76763e-05
threshold=0.10681500000000001 0.083815000000000014 0.086465000000000014 -0.085744999999999988 0.084330000000000016 -0.0089849999999999982 0.086110000000000006 0.094640000000000016 0.035895000000000003 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.00054655517616389597 -0.0005682805818807659 0.00048470713350228742 -0.00052289380286053421 -0.00045412557734587206 -0.00049410088975175375 0.00057502695232213355 -0.00028792827699061606 0.00061590436258957058 -0.0003519075089681062 -0.00013226159844932016
leaf_weight=0.0011108507448370697 0.0010437536061331998 0.0016299593701740245 0.0010489777254113512 0.0011070894367312279 0.0010452235993090768 0.0016651874426250393 0.0013393991411072967 0.0010750436167681898 0.0012079139969825205 0.0011318279594417033
leaf_count=312 545 723 401 248 302 345 189 173 545 127
internal_value=0 3.95354e-05 -2.80796e-05 2.55271e-05 -4.19957e-05 2.07896e-05 0.000102694 0.000205686 9.55713e-05 0.000288819
internal_weight=0 0.0123615 0.0107315 0.00968254 0.00857169 0.00752646 0.00641937 0.00507997 0.00400493 0.00279702
internal_count=3910 3365 2642 2241 1929 1627 1379 1190 1017 472
is_linear=0
shrinkage=0.00196078


Tree=5692
num_leaves=11
num_cat=0
split_feature=133 48 133 39 2 160 42 15 13 2
split_gain=9.41431e-05 9.58448e-05 7.97525e-05 8.88409e-05 0.000106466 8.31737e-05 5.78502e-05 9.47876e-05 6.02161e-05 3.55994e-05
threshold=0.10681500000000001 0.11930500000000001 0.083815000000000014 0.082810000000000009 0.11462500000000002 0.086110000000000006 0.094260000000000024 0.035895000000000003 -0.028919999999999998 0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -10
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00021943128025948407 -0.0005908032828782641 -0.00054264427340225223 0.00047636244238712631 -0.00053745096902697083 0.00064940619900012166 -0.00049942388402151672 0.00051387550788871156 -0.00042115606520522588 0.00049992540249565694 6.7286489289565982e-05
leaf_weight=0.001179263485429283 0.0010149616188641951 0.001031268410566913 0.0016783815625385943 0.0010083795008396417 0.001094075540841199 0.0011153586287410543 0.0010001045221566729 0.0014941058748575769 0.0016204986403761607 0.0013324883282124001
leaf_count=348 545 137 713 221 277 204 184 759 183 339
internal_value=0 3.00393e-05 8.1294e-05 1.39376e-05 7.68637e-05 -4.0481e-06 7.9333e-05 2.09156e-06 0.000155126 0.000304704
internal_weight=0 0.0125539 0.0115227 0.00984427 0.0088359 0.00774182 0.00662646 0.00562636 0.00413225 0.00295299
internal_count=3910 3365 3228 2515 2294 2017 1813 1629 870 522
is_linear=0
shrinkage=0.00196078


Tree=5693
num_leaves=11
num_cat=0
split_feature=484 12 1 159 15 2 2 4 12 3
split_gain=6.44687e-05 3.41297e-05 6.18485e-05 5.63024e-05 7.58833e-05 0.000123434 8.70729e-05 8.32696e-05 4.1724e-05 2.78955e-05
threshold=-1.0000000180025095e-35 -0.036459999999999992 0.12864500000000004 0.087945000000000009 -0.11739999999999999 0.095195000000000016 0.086650000000000019 0.044585000000000007 0.095295000000000019 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -7 -8
right_child=1 2 -4 -5 5 8 9 -9 -10 -11
leaf_value=-0.00047799560733042217 -0.00026910728054930762 -0.00052823588007320035 0.00053604178410894738 0.00044492793228074519 -0.00026973846488796883 -9.860705535991343e-05 0.00030691694801149484 0.00044308272213067841 -0.00060467964299069997 0.00076336890622746411
leaf_weight=0.0010011652143569827 0.0012265710448972544 0.0010214696469446633 0.0010171180141120987 0.0010971547915852196 0.00167737863491401 0.0015733995323691788 0.0010350775546270577 0.0010091120087312049 0.001040611624742299 0.0010240157220054332
leaf_count=627 477 192 143 250 922 297 508 72 330 92
internal_value=0 4.03844e-05 7.65542e-05 2.72461e-05 -2.74322e-05 4.20765e-05 0.000230541 -1.98528e-06 -0.000300069 0.000533917
internal_weight=0 0.0117219 0.0104953 0.00947822 0.00838106 0.0073596 0.00474558 0.00268649 0.00261401 0.00205909
internal_count=3910 3283 2806 2663 2413 2221 1594 994 627 600
is_linear=0
shrinkage=0.00196078


Tree=5694
num_leaves=9
num_cat=0
split_feature=11 49 52 13 0 1 16 1
split_gain=1.58048e-05 2.37709e-05 4.47126e-05 6.01048e-05 6.02617e-05 0.000102621 9.30046e-05 8.40298e-05
threshold=0.077330000000000024 0.10447000000000002 0.11401500000000002 -0.094679999999999986 -0.017269999999999997 0.11183500000000002 -0.094359999999999986 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.018661384010096708 -0.011765761092155031 0.015271925854911326 -0.020486514914470819 -0.023428440346997606 0.018786328953265832 -0.031897821660187418 -0.004054220907444484 0.029522125270185235
leaf_weight=0.0016965743045667296 0.0010552833794306707 0.0010595661911199676 0.0010023374826592423 0.0011607547807077818 0.0011120017382871637 0.001251831620627736 0.0018074380118793059 0.0012684520230185556
leaf_count=286 279 362 536 308 225 227 1365 322
internal_value=0 0.00108045 -0.000536516 0.00187357 -0.00244154 -0.00674244 0.000690398 0.00979217
internal_weight=0 0.010359 0.00929939 0.00829705 0.00660048 0.00548848 0.00423664 0.00307589
internal_count=3910 3631 3269 2733 2447 2222 1995 1687
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=8
num_cat=0
split_feature=1 4 157 42 43 13 52
split_gain=1.60965e-05 5.63359e-05 3.46753e-05 4.41937e-05 4.4113e-05 6.24927e-05 5.38738e-05
threshold=0.11235500000000002 0.24280000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073139999999999983 -0.014114999999999997 -0.015039999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.01921730698835996 -0.0049526518532334264 0.024796953688724779 -0.017696624447212848 0.015836950327454136 -0.01665178133416631 -0.010211776211467101 0.018692295528430668
leaf_weight=0.0010506629116680119 0.0016264146805482552 0.0010458565031880812 0.0011735577152015867 0.001978524447824247 0.0017787841233447062 0.0010545136036804736 0.0016599144492187457
leaf_count=603 288 343 909 645 823 139 160
internal_value=0 0.00669056 -0.0021833 0.000157615 0.00339523 -0.00208331 0.00746351
internal_weight=0 0.00267227 0.00869596 0.00764529 0.00647174 0.00449321 0.00271443
internal_count=3910 631 3279 2676 1767 1122 299
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=10
num_cat=0
split_feature=484 133 133 3 3 49 16 4 43
split_gain=7.45257e-05 8.02537e-05 8.02977e-05 6.42016e-05 8.58682e-05 6.67331e-05 4.1419e-05 5.41951e-05 2.30571e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 -0.010424999999999999 -0.19424999999999998 -1.0000000180025095e-35 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 -7 -8 -2
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.00050433959342726883 0.00053185915898261546 -0.00047981411839059427 0.00050728280834009241 -0.00056481813542028482 -0.00030021014076076597 -0.0001734041162909782 0.00049689211671059006 1.7417194044416727e-05 0.00012999645332227122
leaf_weight=0.0010467560177363855 0.0010346993248279844 0.0010449542680794526 0.0015214811778450554 0.0011122142647006306 0.0017812737366072716 0.0011908620388417913 0.0017459929252178835 0.0018846351630625098 0.0011691880020785589
leaf_count=627 125 480 508 849 253 183 370 271 244
internal_value=0 4.0342e-05 8.78527e-05 2.35152e-05 -6.07987e-05 2.41018e-05 0.000143917 0.000248 0.000318666
internal_weight=0 0.0124853 0.0114403 0.00991887 0.00771498 0.00660276 0.00482149 0.00363063 0.00220389
internal_count=3910 3283 2803 2295 1926 1077 824 641 369
is_linear=0
shrinkage=0.00196078


Tree=5697
num_leaves=11
num_cat=0
split_feature=133 50 4 47 1 12 133 52 1 47
split_gain=6.61078e-05 8.03469e-05 8.41438e-05 5.15494e-05 7.99516e-05 0.000109775 5.21588e-05 4.95983e-05 9.73295e-05 3.40645e-05
threshold=0.10599500000000002 0.086465000000000014 -0.41745999999999994 1.0000000180025095e-35 0.11235500000000002 0.092365000000000017 0.065880000000000008 -0.069134999999999988 0.086145000000000013 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 -5
right_child=-2 -3 3 9 -6 -7 -8 8 -10 -11
leaf_value=0.0005782906957227424 -0.00047640514142277578 -0.00047195990540743873 -0.00024312541815496428 -0.00048785744203606445 0.00057736393378314196 -0.00056154732323624584 0.00053519424911990083 -0.00014525858596612832 0.00065202005196521935 -2.977145864519394e-05
leaf_weight=0.0011888873035392376 0.0010567376530293765 0.0010919970809750027 0.001487527192949983 0.00102729664867664 0.0011844635992016208 0.0010327702900995647 0.0010251247131804397 0.0013088573320024703 0.0010698941320311356 0.0015902635283235346
leaf_count=206 557 567 238 190 371 401 392 616 178 194
internal_value=0 3.51457e-05 8.58789e-05 2.56887e-05 0.00011231 1.93285e-05 0.000141975 3.77143e-05 0.000213334 -0.000209553
internal_weight=0 0.0120071 0.0109151 0.0097262 0.00710864 0.00592417 0.0048914 0.00386628 0.00237875 0.00261756
internal_count=3910 3353 2786 2580 2196 1825 1424 1032 794 384
is_linear=0
shrinkage=0.00196078


Tree=5698
num_leaves=11
num_cat=0
split_feature=123 50 131 160 4 1 16 12 47 16
split_gain=6.1269e-05 8.1326e-05 8.66751e-05 0.000103889 4.47349e-05 0.000132307 9.022e-05 8.12746e-05 7.8055e-05 8.63794e-05
threshold=1.0000000180025095e-35 0.086465000000000014 0.080165000000000014 -0.085744999999999988 0.0057500000000000008 0.086560000000000012 -0.083144999999999983 0.091405000000000014 0.09252500000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 -6
right_child=-2 -3 -4 4 8 -7 7 -9 -10 -11
leaf_value=0.00064811034124587902 0.00045885848075158413 -0.00052983160704710988 -0.00053773980092137259 0.00048120095479777268 2.1254906771568903e-05 -0.00065949365205833185 -0.00057543326789406325 0.00015373923440656172 -0.00023774439255133171 0.00069361813933783469
leaf_weight=0.0010561711185413719 0.0010307572210771542 0.0011738835662590203 0.0010052765083313426 0.0012925430387915318 0.0016290150269971963 0.0013209369004739515 0.0010355796571854666 0.001358857865436598 0.0013962295806449277 0.0013380035295580961
leaf_count=364 334 679 471 370 283 350 461 293 101 204
internal_value=0 -3.83496e-05 1.21151e-05 6.51254e-05 -5.79591e-07 -0.000127034 6.37312e-05 -0.000161623 0.000144558 0.000324463
internal_weight=0 0.0126065 0.0114326 0.0104273 0.00937117 0.00500792 0.00368698 0.00239444 0.00436325 0.00296702
internal_count=3910 3576 2897 2426 2062 1474 1124 754 588 487
is_linear=0
shrinkage=0.00196078


Tree=5699
num_leaves=10
num_cat=0
split_feature=50 160 12 4 0 151 2 1 15
split_gain=1.43731e-05 4.03615e-05 4.31595e-05 4.67156e-05 9.05109e-05 5.02279e-05 4.22384e-05 5.91319e-05 3.79319e-05
threshold=0.088425000000000017 -0.085744999999999988 -0.023959999999999995 -0.23071499999999998 -0.06402999999999999 -0.0088999999999999982 0.086545000000000025 0.083370000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 -8 -7
right_child=-2 2 3 4 -6 6 7 -9 -10
leaf_value=0.01981410882995302 -0.011463451880555843 -0.020437901440473413 -0.015861031585845582 -0.016521611022556112 0.030963018606676197 -0.019662442521777783 -0.0014829851541480745 0.029399685864307853 0.00771238982605246
leaf_weight=0.0010293931022345463 0.0010126149200184028 0.0010225726112337531 0.001330612398618051 0.0014448198279128389 0.0010969776305917228 0.0010003909520869404 0.001265074936708091 0.0012159007299483407 0.0010246012103491357
leaf_count=485 689 419 188 314 285 165 715 130 520
internal_value=0 0.00101534 -0.0010431 0.00132402 0.00456854 -0.000297061 0.00490527 0.0136523 -0.00581138
internal_weight=0 0.0104303 0.00940095 0.00837838 0.00704777 0.00595079 0.00450597 0.00248098 0.00202499
internal_count=3910 3221 2736 2317 2129 1844 1530 845 685
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 4 16 0
split_gain=1.45577e-05 2.29523e-05 5.51261e-05 4.62187e-05 3.77755e-05 3.11099e-05 3.04995e-05 1.73335e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 -0.0037349999999999992 -0.057604999999999996 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.0015765505143273538 -0.011306901790315108 -0.017768951317993872 0.019818695117791687 -0.021647144497631096 -0.0067455505899536271 -0.00020521520990005547 0.020528298319008209 0.019522367328048244
leaf_weight=0.0011147628395690593 0.0010484987954711934 0.0010653752712001963 0.0010691888091597648 0.0012917856726802632 0.0019289073667174222 0.0014840265074550492 0.0013594024330785904 0.0010406679532150645
leaf_count=300 279 175 387 329 1752 259 323 106
internal_value=0 0.00105849 -0.00135558 -0.00453103 -0.000743522 0.00305723 0.00970718 0.010241
internal_weight=0 0.0103541 0.00819869 0.0071295 0.00583771 0.00477234 0.00284343 0.00215543
internal_count=3910 3631 3225 2838 2509 2334 582 406
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=9
num_cat=0
split_feature=49 42 0 484 47 133 3 2
split_gain=1.53276e-05 3.99584e-05 5.82653e-05 4.92451e-05 4.94065e-05 4.64871e-05 7.95118e-05 3.22442e-05
threshold=-0.081629999999999994 0.084100000000000022 -0.084304999999999977 0.042570000000000004 0.09550500000000002 0.083815000000000014 0.094625000000000015 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0093095127022764269 -0.01102840829706119 -0.030195613305387583 -0.00016427224418691846 0.021860507727461516 0.017446082446615215 0.012520776466259417 0.0065554097663189223 -0.035093844595724698
leaf_weight=0.0015107580928190719 0.0011275627134273688 0.0010559224151913355 0.0016643128718275477 0.0011020089749724073 0.0011581299167129416 0.0011047512872140799 0.0015550890040603848 0.0010998000926104052
leaf_count=305 385 713 923 254 178 322 224 606
internal_value=0 -0.00150667 -0.0118216 0.00241915 -0.00112484 -0.00552562 -0.0107965 -0.0229111
internal_weight=0 0.00986758 0.00272024 0.00714734 0.00604533 0.0048872 0.00378245 0.00222736
internal_count=3910 3605 1636 1969 1715 1537 1215 991
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=9
num_cat=0
split_feature=133 133 156 160 16 43 4 1
split_gain=5.37069e-05 8.90958e-05 4.05173e-05 5.18596e-05 5.52456e-05 8.54112e-05 0.000113158 4.86465e-05
threshold=0.10599500000000002 0.083815000000000014 0.086130000000000012 1.0000000180025095e-35 0.18936500000000003 -0.0037249999999999996 -1.0000000180025095e-35 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00037829763808690025 -0.00043850196250426406 0.00048668275086908723 -0.00040116220420937488 -0.00028730291304739851 0.00041333022738212398 0.00053495887064657912 -0.00037144931697178843 0.00019334854686819922
leaf_weight=0.0016703028562960838 0.0010076696527045693 0.0014577408535126997 0.0010260068936990595 0.0018093677693023962 0.0015405442607449452 0.0016979620567522057 0.0013553618523560623 0.0010332906323731973
leaf_count=851 557 711 354 347 231 440 233 186
internal_value=0 3.34396e-05 -3.17653e-05 9.85218e-06 8.35302e-05 -4.72384e-06 0.000147965 -0.000127127
internal_weight=0 0.0115906 0.0101328 0.00910683 0.00729746 0.00575692 0.00408661 0.00238865
internal_count=3910 3353 2642 2288 1941 1710 859 419
is_linear=0
shrinkage=0.00196078


Tree=5703
num_leaves=8
num_cat=0
split_feature=133 160 52 42 4 0 15
split_gain=1.55297e-05 4.25981e-05 3.93018e-05 3.28393e-05 4.35412e-05 6.72944e-05 6.93891e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.014099999999999998 0.088115000000000013 0.25367000000000006 -0.017269999999999997 -0.073314999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=0.010076863182897057 -0.00050166225943715855 0.0010482847725261444 -0.027370446092908104 0.013347448547037838 0.017199259562744342 0.013925310846050793 -0.026679952373987556
leaf_weight=0.0013319871961433331 0.0011007420029882226 0.0018343426861301658 0.0010771048814153797 0.0019292815299874503 0.0010134002948120864 0.0013018547190192056 0.0017765753298386255
leaf_count=604 401 348 685 685 234 196 757
internal_value=0 -0.00141525 -0.0137902 0.0020156 -0.00167352 -0.00556657 -0.012594
internal_weight=0 0.0100333 0.00217785 0.00785545 0.00592617 0.00491277 0.00361092
internal_count=3910 3306 1086 2220 1535 1301 1105
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=10
num_cat=0
split_feature=47 47 43 16 15 16 16 48 13
split_gain=1.57512e-05 4.11166e-05 2.36069e-05 8.0122e-05 5.24103e-05 7.28097e-05 6.59448e-05 6.77499e-05 3.57809e-05
threshold=0.11669500000000001 0.09550500000000002 -0.17307499999999998 0.15737500000000001 -0.0063699999999999989 -0.008069999999999999 -0.09601999999999998 0.084260000000000015 -0.013465
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 -8 -6
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.012515574547901543 -0.011523204106787489 0.020370909160081625 0.010603152852304468 -0.024667429498328938 0.012828137877080896 0.03306904280367115 -0.036712039407315294 -0.00095456649984568926 -0.012434852873465022
leaf_weight=0.0011430994191480399 0.0010846393919148609 0.0010038486271635892 0.0013269159906028945 0.0013921870426562982 0.0011737044949298241 0.0010115392922493242 0.0010021728338941664 0.0011243544432319556 0.0010733294372728024
leaf_count=247 179 210 523 450 741 332 501 287 440
internal_value=0 0.00114904 -0.000937606 -0.00283518 0.0016932 0.0107901 -0.00689039 -0.0178061 0.000760892
internal_weight=0 0.0102512 0.0092473 0.0081042 0.00671202 0.00325857 0.00345344 0.00212653 0.00224703
internal_count=3910 3731 3521 3274 2824 1513 1311 788 1181
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=11
num_cat=0
split_feature=133 13 52 13 43 0 48 15 16 12
split_gain=9.78684e-05 0.00010332 4.45001e-05 6.1667e-05 5.88462e-05 7.92636e-05 6.60181e-05 5.82453e-05 3.51445e-05 2.53073e-05
threshold=0.10681500000000001 -0.26418499999999995 -0.27466499999999994 0.00079000000000000012 -0.083094999999999988 -0.10071499999999999 0.087945000000000009 -0.10312999999999999 0.0015250000000000001 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -5 -7
right_child=-2 2 3 8 5 9 -8 -9 -10 -11
leaf_value=0.00059400206022931356 -0.00059522336311664437 -0.00041243495445437208 0.00032589124699573287 8.6763520061336426e-05 -0.00017703762322274688 -0.00066118401463878432 -0.00035253961136445301 0.00038322335557859394 0.00057650270230218278 -0.00022909979466681257
leaf_weight=0.0011687410625396731 0.0010108645903110147 0.0010052351746958734 0.0012498260589784904 0.0012739253657460944 0.0011479153799991704 0.0010827268901154184 0.0013319431112244055 0.0018847598731242389 0.0010100180637900563 0.0010048095839589976
leaf_count=181 545 391 496 358 129 752 129 207 146 576
internal_value=0 3.97347e-05 -1.92031e-05 2.03816e-05 -6.35264e-05 -0.000138959 1.13405e-05 0.000171156 0.000303339 -0.000453206
internal_weight=0 0.0121599 0.0109912 0.00998592 0.00770198 0.00645215 0.00436462 0.00303268 0.00228394 0.00208754
internal_count=3910 3365 3184 2793 2289 1793 465 336 504 1328
is_linear=0
shrinkage=0.00196078


Tree=5706
num_leaves=10
num_cat=0
split_feature=484 133 0 42 160 151 2 2 1
split_gain=5.42895e-05 5.10059e-05 8.40328e-05 3.76995e-05 6.29168e-05 5.83621e-05 8.20381e-05 9.90563e-05 5.8772e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.078154999999999988 -0.0088999999999999982 0.086545000000000025 0.11203000000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 -8 -7
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.00044412552651734645 -0.00029456332876009805 -0.00038148773360458345 0.00047226208616997896 -0.00034522654789173726 -0.00021101747675869294 -0.00039261836033049175 0.00072388965268273687 -1.5186737459201934e-05 0.00026535717720337228
leaf_weight=0.0010073678030414835 0.0014464506616005358 0.0010575064527643977 0.0016849249655885188 0.0012929664477862859 0.001502332234060085 0.001057898454655022 0.001815180894442079 0.0011320147556292065 0.0010301820313222694
leaf_count=627 766 480 320 491 297 281 268 240 140
internal_value=0 2.97567e-05 6.94297e-05 -3.73408e-06 4.99874e-05 0.00012815 0.000229345 0.000440011 -6.79975e-05
internal_weight=0 0.0120195 0.010962 0.00927703 0.00783057 0.00653761 0.00503528 0.0029472 0.00208808
internal_count=3910 3283 2803 2483 1717 1226 929 508 421
is_linear=0
shrinkage=0.00196078


Tree=5707
num_leaves=11
num_cat=0
split_feature=133 13 50 48 0 1 4 3 42 3
split_gain=4.42863e-05 8.86988e-05 4.54815e-05 6.04425e-05 6.01076e-05 8.21319e-05 5.58135e-05 5.10333e-05 6.823e-05 0.000122302
threshold=0.10599500000000002 -0.26418499999999995 0.083475000000000008 0.11028500000000001 -0.10575999999999998 0.10727500000000002 0.00046500000000000008 -0.12008499999999998 0.091230000000000019 -0.062694999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 9 -9
right_child=-2 2 -4 -5 7 -7 -8 8 -10 -11
leaf_value=0.00056442250338381399 -0.00039493000689746246 0.00037641733170482489 -0.0004222865758897472 -0.00043054196932526876 0.00032015492360120372 0.00073139924807251683 -0.00024193006632963171 -0.00080428210381396114 0.00021280058624350171 2.5022274785515192e-05
leaf_weight=0.0010824031900305712 0.0010264403442289223 0.0011209935610367225 0.0010026531082297256 0.0010340940207916533 0.0010707327107805746 0.0010491711724046403 0.0011238934255267917 0.0012039114660714351 0.0012852683499832741 0.0015822540193188789
leaf_count=179 557 141 559 130 229 91 219 1101 395 309
internal_value=0 3.00587e-05 -2.51689e-05 1.68752e-05 7.17186e-05 0.000278508 6.68443e-05 -6.075e-05 -0.000160923 -0.000333323
internal_weight=0 0.0115554 0.010473 0.00947032 0.00843622 0.00329406 0.00224489 0.00514217 0.00407143 0.00278617
internal_count=3910 3353 3174 2615 2485 451 360 2034 1805 1410
is_linear=0
shrinkage=0.00196078


Tree=5708
num_leaves=12
num_cat=0
split_feature=158 48 50 4 151 40 43 4 1 15 13
split_gain=8.3426e-05 7.26147e-05 0.000100146 0.000148073 0.00011297 7.41229e-05 7.12416e-05 6.09319e-05 7.04664e-05 6.81425e-05 4.30937e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.40359500000000004 -0.051109999999999996 -1.0000000180025095e-35 0.013605000000000001 0.0057500000000000008 0.085410000000000014 -0.095799999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 10 -9 -7
right_child=-2 -3 -4 -5 5 6 -8 9 -10 -11 -12
leaf_value=0.00057122067903232028 -0.00054028677313762094 -0.00045957641079335127 -0.00050734665671153898 0.00084230602434777393 -0.00051151285798248008 -0.00030790842575440446 0.00043870130075843053 -0.00018441319955634977 -0.0005961117765157435 0.00048260843931266305 0.00024445802319394321
leaf_weight=0.0014144800770276621 0.0010528758162558346 0.0010520928115225489 0.0010251535382812182 0.0010264597672618508 0.0010640184974308907 0.0010056645430604597 0.0014070938521592389 0.0010565866503031499 0.0012314213166916186 0.0013301277000055201 0.0011803949258329793
leaf_count=388 488 150 638 264 116 701 308 71 369 197 220
internal_value=0 3.39161e-05 7.81357e-05 0.000134145 5.91279e-05 -2.8403e-05 4.28794e-05 -5.30785e-05 -0.00022097 0.000187321 -9.65005e-06
internal_weight=0 0.0127935 0.0117414 0.0107162 0.00968979 0.00827531 0.00721129 0.0058042 0.00341748 0.00238671 0.00218606
internal_count=3910 3422 3272 2634 2370 1982 1866 1558 1290 268 921
is_linear=0
shrinkage=0.00196078


Tree=5709
num_leaves=11
num_cat=0
split_feature=158 50 156 151 1 47 0 0 2 16
split_gain=6.69268e-05 6.44804e-05 5.45685e-05 5.1487e-05 0.000108259 0.000113869 0.000103758 8.72131e-05 6.80881e-05 2.6266e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.086130000000000012 0.056555000000000001 0.076710000000000014 0.089100000000000013 -0.15517999999999996 -0.084074999999999997 0.10113500000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -9 -7
right_child=-2 -3 -4 -5 5 9 -8 8 -10 -11
leaf_value=-0.00057082934619860344 -0.00049510513418847763 -0.00044140837349283688 -0.00033220424616801285 -0.00029995257561458028 0.00024099718490155008 -0.00017611484023669554 0.00098469235997609246 0.00035326975808597488 -0.000274144134299341 0.00024607673819468135
leaf_weight=0.0010265460340374757 0.0010035037647022462 0.0010139694541747334 0.0011345961097233128 0.0010013351679381667 0.0014447087903887172 0.0011874182502430279 0.0014403465074675017 0.0016387115289685039 0.001119169406088971 0.0010835158529135418
leaf_count=593 488 655 460 126 139 99 515 524 219 92
internal_value=0 3.18636e-05 7.51886e-05 0.000121682 0.000168906 0.000353758 0.000612283 -8.29423e-05 9.86603e-05 2.53227e-05
internal_weight=0 0.0120903 0.0110763 0.00994175 0.00894042 0.00515599 0.00288506 0.00378443 0.00275788 0.00227093
internal_count=3910 3422 2767 2307 2181 845 654 1336 743 191
is_linear=0
shrinkage=0.00196078


Tree=5710
num_leaves=7
num_cat=0
split_feature=42 403 42 160 3 4
split_gain=1.37541e-05 3.45303e-05 3.83574e-05 5.38407e-05 6.19058e-05 4.0854e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010319999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.017566019733105592 -0.0080971511624803594 0.017772884158328613 -0.012554832558867329 0.021222190734303249 -0.01297507734813998 0.0088241994627967016
leaf_weight=0.0011729601712942494 0.0018054280587573657 0.0011379113145573065 0.0019045009367158906 0.0019547102762760261 0.0015686266491899401 0.0019022729344312329
leaf_count=838 832 358 765 714 201 202
internal_value=0 0.00141326 -0.000776039 0.00191068 0.00698838 -0.00102769
internal_weight=0 0.00964098 0.00850307 0.00733011 0.00542561 0.0034709
internal_count=3910 3078 2720 1882 1117 403
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=11
num_cat=0
split_feature=133 13 50 48 3 0 1 42 4 49
split_gain=5.78913e-05 0.000112904 6.32563e-05 9.50927e-05 6.20738e-05 7.26623e-05 7.78835e-05 7.55145e-05 0.00010451 7.49177e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -0.13927999999999999 -0.10071499999999999 0.094385000000000011 0.091230000000000019 -0.083329999999999987 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 9 8 -7 -6
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=0.00061486972075312058 -0.00045294656424841532 0.000530325021647101 -0.00049956811999761952 -0.00054816589270391999 -0.00041304421883293766 7.1999942610314279e-05 0.000539829857049378 0.00022546559482961378 -0.00070675360019415844 0.00028833341212124191
leaf_weight=0.0011279609976276245 0.0010639999227742914 0.001026541093821322 0.0010281762338885574 0.0010459388694041985 0.0010452078574144541 0.0012023648715653373 0.001596441539649658 0.0012568298596270294 0.0014757337705679037 0.0013313066056619232
leaf_count=179 557 276 546 115 99 404 191 383 1006 154
internal_value=0 2.40489e-05 -3.6488e-05 1.12185e-05 7.67047e-05 1.78192e-05 0.000204873 -0.000171042 -0.000357123 -2.01374e-05
internal_weight=0 0.0121365 0.0110085 0.00998036 0.00893443 0.00790788 0.00397296 0.00393493 0.0026781 0.00237651
internal_count=3910 3353 3174 2628 2513 2237 444 1793 1410 253
is_linear=0
shrinkage=0.00196078


Tree=5712
num_leaves=9
num_cat=0
split_feature=1 4 47 13 52 3 42 16
split_gain=1.44199e-05 5.29127e-05 3.54314e-05 3.64023e-05 6.46582e-05 9.59639e-05 5.45514e-05 3.22794e-05
threshold=0.11235500000000002 0.24280000000000004 0.09252500000000001 -0.014114999999999997 -0.015039999999999998 -0.08323499999999999 0.086325000000000013 0.0054700000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 -1
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.014637290064052384 -0.0048878247879144123 0.023872458294927068 -0.019565591642730591 -0.0084331922392190586 -0.0032488011964114578 0.034312501242846336 -0.025308735368189301 -0.01070751573545251
leaf_weight=0.0010046789719241698 0.0016422326554421541 0.0010478703410636793 0.0010209218348505031 0.00185649954916419 0.0013431946133778388 0.0013779883145021536 0.0011552126551185602 0.0010053723173077235
leaf_count=573 288 343 250 497 511 269 1053 126
internal_value=0 0.00631511 -0.00205491 0.000253909 0.00595547 0.015772 -0.00799182 0.00196052
internal_weight=0 0.0026901 0.00876387 0.00774295 0.00457768 0.00272118 0.00316526 0.00201005
internal_count=3910 631 3279 3029 1277 780 1752 699
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=9
num_cat=0
split_feature=1 52 0 12 16 3 151 3
split_gain=1.34714e-05 3.189e-05 5.32664e-05 6.67396e-05 5.31627e-05 4.67141e-05 4.25516e-05 6.0171e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 0.15737500000000001 -0.080744999999999997 -0.0088999999999999982 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 -8
right_child=-2 -3 4 -5 -6 6 7 -9
leaf_value=0.018656895980812018 0.0095723869157269548 -0.016341972834641401 0.025241992605563913 -0.026924110656985484 -0.0014338015756483954 -0.021272518188609618 -0.013192993048385261 0.017195873720517466
leaf_weight=0.0010826455703822433 0.001283715385133828 0.00123750771624928 0.0014682277043919563 0.0011007798174284345 0.0015210632440462184 0.0011170033587077346 0.0012984899726550163 0.0013078079143650223
leaf_count=984 345 576 518 484 419 184 291 109
internal_value=0 -0.00130117 0.000791122 -0.00471365 0.0116683 0.00037355 -0.0049428 0.00205576
internal_weight=0 0.0101335 0.00889602 0.00590673 0.00298929 0.00480595 0.0037233 0.0026063
internal_count=3910 3565 2989 2052 937 1568 584 400
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=9
num_cat=0
split_feature=151 4 0 16 48 42 133 12
split_gain=1.4992e-05 3.97181e-05 5.82007e-05 3.65903e-05 4.79791e-05 3.83187e-05 5.96304e-05 3.89724e-05
threshold=-0.088294999999999985 0.15927500000000003 -0.11756999999999999 -0.094359999999999986 0.091555000000000011 0.086325000000000013 0.065880000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.011184447644976529 -0.019094470838598655 -0.0063319930643496213 0.024453599632466853 0.0014565455322357289 0.017540503084574971 -0.020651411194904972 0.018675389261120959 -0.022066150955214484
leaf_weight=0.001071949466224441 0.0014445168092063676 0.0011691197845613099 0.0012935298080601835 0.0016994815089129841 0.0010991366662133342 0.0012589083273379818 0.0011427803989599817 0.0012028606704273818
leaf_count=299 418 197 356 287 273 928 432 720
internal_value=0 -0.00124126 0.00983843 -0.00471813 -0.00147491 -0.00541541 -0.000673716 -0.00829231
internal_weight=0 0.0103103 0.00246265 0.00784768 0.00640317 0.00530403 0.00404512 0.00290234
internal_count=3910 3611 553 3058 2640 2367 1439 1007
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=8
num_cat=0
split_feature=15 151 12 16 16 16 2
split_gain=1.34123e-05 5.65453e-05 4.80858e-05 6.20957e-05 0.00010831 5.40008e-05 3.44829e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.086865000000000012 -0.085924999999999987 0.022165000000000004 -0.088144999999999987 0.092450000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 -7
right_child=1 2 5 4 -6 6 -8
leaf_value=-0.0078660832526337831 0.020625522582349058 -0.024529681517461641 0.021758355314466574 0.018580464003899289 -0.02053232540011711 -0.016018589228211293 0.0085528621098394913
leaf_weight=0.0018452138699805295 0.0013237084436736367 0.0015899089572709805 0.0014543581488705892 0.0015025211310119519 0.0013388941684135437 0.0010672384363159867 0.001228669541878081
leaf_count=614 487 332 406 472 259 793 547
internal_value=0 0.00145041 -0.00165195 -0.00870463 0.000150252 0.00668151 -0.00286902
internal_weight=0 0.0095053 0.00818159 0.00443132 0.00284142 0.00375027 0.00229591
internal_count=3910 3296 2809 1063 731 1746 1340
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 48 1 42 0 52
split_gain=6.06049e-05 8.47061e-05 4.83995e-05 7.78961e-05 0.000137736 7.02123e-05 6.68858e-05 6.3441e-05 9.52351e-05 0.000101281
threshold=0.10599500000000002 -0.26418499999999995 0.084340000000000012 -0.15202999999999997 0.11230000000000001 0.081315000000000012 0.086915000000000006 0.094425000000000023 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -5 -10
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11
leaf_value=0.00054328053679097933 -0.00046071206221145165 0.00053569703838940886 -0.00043135470245554832 0.0001688262950668551 -0.00066577290496206939 0.00072838095114949829 2.5430932275045918e-05 0.00038662073366705637 -0.00077542574576014954 1.2701139805914913e-05
leaf_weight=0.0011295978361695333 0.0010417464098398969 0.001012983393088974 0.0010028461806391711 0.0019279950048828403 0.0011665964996488516 0.0010048777547709039 0.0010794236007474914 0.0010032737039265792 0.0013524012922158195 0.0011685774743851599
leaf_count=179 557 306 555 252 282 171 181 167 763 497
internal_value=0 3.25771e-05 -2.12423e-05 2.10873e-05 -3.88096e-05 5.82392e-05 0.000364335 -5.87761e-05 -0.000159216 -0.000410096
internal_weight=0 0.0118486 0.010719 0.00971613 0.00870315 0.00753655 0.0020843 0.00545225 0.00444897 0.00252098
internal_count=3910 3353 3174 2619 2313 2031 352 1679 1512 1260
is_linear=0
shrinkage=0.00196078


Tree=5717
num_leaves=11
num_cat=0
split_feature=158 48 16 15 1 0 0 4 3 3
split_gain=6.09996e-05 7.23998e-05 7.59447e-05 0.000100277 8.9986e-05 0.000195407 6.47393e-05 9.99093e-05 8.52521e-05 8.33686e-05
threshold=1.0000000180025095e-35 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.094485000000000013 -0.10131499999999999 -0.077944999999999987 -0.49269499999999994 0.084925000000000014 -0.081164999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 8 -8 9 -5
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=0.00054078548959661868 -0.00047379163617978435 -0.00047059180706350632 -0.00054049287351861481 -4.666274103818897e-05 0.0010400324687990998 -9.6364405282815569e-05 -0.0002794338609271805 0.00050943038584573162 0.0002208209890911074 -0.0007830653274406963
leaf_weight=0.0012083927068840582 0.001000092264848664 0.0010133939080794211 0.0010908452363155271 0.001162636628588328 0.0010620297545727497 0.0012864307761889637 0.0010113787144294859 0.0015839310004670051 0.0011989300467954989 0.0012022689058976779
leaf_count=176 488 150 347 1009 144 413 98 525 73 487
internal_value=0 3.05326e-05 7.75247e-05 1.92027e-05 9.09669e-05 0.000417541 -3.35548e-05 0.000202014 -0.000205104 -0.000421035
internal_weight=0 0.0118202 0.0108068 0.00959845 0.00850761 0.00234846 0.00615915 0.00259531 0.00356384 0.00236491
internal_count=3910 3422 3272 3096 2749 557 2192 623 1569 1496
is_linear=0
shrinkage=0.00196078


Tree=5718
num_leaves=9
num_cat=0
split_feature=12 160 52 15 12 4 16 3
split_gain=1.36993e-05 2.99228e-05 2.92888e-05 5.72582e-05 6.97653e-05 6.07057e-05 7.40665e-05 2.68017e-05
threshold=0.10700500000000002 0.099550000000000013 0.096170000000000019 0.088190000000000004 0.086935000000000012 -1.0000000180025095e-35 -0.019979999999999994 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.034471529337804334 -0.010665294230521429 -0.015253039918265205 0.014144048928016109 0.019562342843013666 -0.021988812695247325 0.0027249307605778234 -0.0035084820236819959 -0.017913217176408685
leaf_weight=0.0010073641742880048 0.0011021505147284271 0.0010126592147203491 0.0018403992323577688 0.0012501576869766431 0.0015852850787965687 0.001206032655242089 0.0010472756835713045 0.0013157252183370388
leaf_count=376 355 286 673 434 807 330 467 182
internal_value=0 0.0010668 0.00285301 4.93799e-05 -0.00390965 0.00235306 0.0151126 -0.00804301
internal_weight=0 0.0102649 0.00925224 0.00741184 0.00616168 0.0045764 0.00205464 0.00252176
internal_count=3910 3555 3269 2596 2162 1355 843 512
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=10
num_cat=0
split_feature=48 48 51 1 457 4 1 3 3
split_gain=6.48089e-05 9.71122e-05 5.85887e-05 8.17362e-05 7.56177e-05 7.80464e-05 6.21452e-05 3.59238e-05 2.72401e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11198000000000001 0.082870000000000013 -0.026614999999999996 0.092550000000000007 -0.046444999999999993 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=5.4705214480960497e-05 -0.00047231621464154517 0.00061226349520849524 -0.00046922570747163654 0.00039416584049774858 0.00039431537188392096 -0.00016484148003275946 -0.00077004769929773197 0.00028212392682639732 -0.00035237539368107617
leaf_weight=0.0016425611911578841 0.0010570957916411121 0.001021904469769846 0.0010119315310354272 0.0018805780982570483 0.0012013856746805 0.0017335595998116109 0.0010458697046025695 0.0014423351478963253 0.0010272140409697001
leaf_count=460 161 239 357 428 224 787 164 138 952
internal_value=0 3.41051e-05 -1.96772e-05 2.59349e-05 -5.96321e-05 -0.000138768 -0.000392574 3.27834e-05 -0.000101922
internal_weight=0 0.0120073 0.0109854 0.0099735 0.00809293 0.00689154 0.00277943 0.00411211 0.00266978
internal_count=3910 3749 3510 3153 2725 2501 951 1550 1412
is_linear=0
shrinkage=0.00196078


Tree=5720
num_leaves=8
num_cat=0
split_feature=1 4 157 2 48 4 4
split_gain=1.56155e-05 4.59895e-05 3.21023e-05 4.79455e-05 6.58366e-05 5.78331e-05 3.84753e-05
threshold=0.11235500000000002 0.24280000000000004 -1.0000000180025095e-35 0.086545000000000025 0.082070000000000018 -0.0025899999999999994 -0.076329999999999995
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 5 6 -4 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.018590303774752515 -0.0038275852799397377 0.023070360877555537 0.002874499904632467 0.0061435496010800277 0.020235253874695856 -0.028838936001964594 -0.015292324455818698
leaf_weight=0.0010421057943832248 0.0016380294819454046 0.0010387509283063751 0.0012332134728242784 0.0019736098557909774 0.0019053008276386273 0.0010774101130124223 0.0014543792247274394
leaf_count=603 288 343 982 432 339 201 722
internal_value=0 0.00661043 -0.00212539 0.000119296 0.00533224 -0.011913 -0.00295096
internal_weight=0 0.00267678 0.00868602 0.00764391 0.00533329 0.00231062 0.00342799
internal_count=3910 631 3279 2676 1493 1183 1154
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=9
num_cat=0
split_feature=1 0 2 15 15 3 16 12
split_gain=1.58449e-05 4.85923e-05 2.97047e-05 2.6908e-05 5.05152e-05 5.42538e-05 9.81291e-05 5.65792e-05
threshold=0.076710000000000014 -0.087614999999999985 0.092450000000000018 0.035895000000000003 -0.017214999999999998 0.086245000000000016 -0.09601999999999998 0.090715000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.023218418402676005 0.026684950761278605 -0.012393291774713279 0.0086276398707282338 -0.011082508776615369 0.024543151661248874 0.013852077965027694 -0.025816757108856614 -0.0041035771449562065
leaf_weight=0.0010814646334823519 0.0012431607215916901 0.0010167333556526494 0.0019839974400406532 0.0011787307107345435 0.0011261134482620505 0.0010799458435358654 0.0014756978657167776 0.0011480932518281735
leaf_count=630 449 797 581 532 337 168 157 259
internal_value=0 -0.00504468 0.00150515 0.00274406 0.00542771 0.00107626 -0.00905378 0.0119027
internal_weight=0 0.0040822 0.00300073 0.00725174 0.00607301 0.0049469 0.00255564 0.00239125
internal_count=3910 2008 1378 1902 1370 1033 325 708
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=12
num_cat=0
split_feature=133 50 4 157 48 3 12 2 457 3 4
split_gain=6.99249e-05 8.49353e-05 8.45198e-05 5.31754e-05 5.3649e-05 5.98292e-05 5.80635e-05 0.000104356 6.78372e-05 5.5353e-05 3.70919e-05
threshold=0.10599500000000002 0.086465000000000014 -0.41745999999999994 -0.071454999999999977 0.11379500000000002 -0.10628499999999998 0.094045000000000004 0.086545000000000025 0.084740000000000024 0.086245000000000016 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 10 9 -9 -7
right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.00057949569412840229 -0.00048975018174147577 -0.00049443789237378253 0.00044126246702353588 0.00045361924408686302 -0.00044939106069256734 -0.00057790144702814456 -0.00047158914166824226 0.00033012136398009683 0.00067305814652783601 -0.00027316991448146953 -5.3820379204023464e-05
leaf_weight=0.0011837494591328381 0.0010722954957493409 0.0010685023681058009 0.0010487061919923516 0.0010977955048750414 0.0010166164432846474 0.0010064959608061172 0.0010169478713060376 0.0013499623798661098 0.0010204161164727998 0.0010314989586008925 0.0010724306747005492
leaf_count=206 557 567 300 232 110 625 366 568 121 127 131
internal_value=0 3.30113e-05 8.498e-05 2.43868e-05 -2.63762e-05 3.02416e-05 -4.1288e-05 3.85531e-05 0.000250061 6.88136e-05 -0.00030755
internal_weight=0 0.0119131 0.0108446 0.00966087 0.00861216 0.00759555 0.00649775 0.0054808 0.00340188 0.00238146 0.00207893
internal_count=3910 3353 2786 2580 2280 2170 1938 1572 816 695 756
is_linear=0
shrinkage=0.00196078


Tree=5723
num_leaves=11
num_cat=0
split_feature=133 13 50 48 1 2 133 160 0 0
split_gain=7.29452e-05 0.000102376 8.15192e-05 8.67617e-05 6.71455e-05 9.37763e-05 5.66869e-05 4.24323e-05 7.3477e-05 3.91424e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 0.11198000000000001 0.10796500000000002 -0.0056849999999999991 0.087825000000000014 -0.10071499999999999 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 -10
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.00060466000964145628 -0.00050165673024365402 -0.00029933100288318101 -0.00055014440374014301 -0.00050140408528084727 0.00044723338798836171 -0.00053023702148517608 0.00058851813598264865 -0.00014821118193459584 -0.00023158712629772459 0.00030819138095197909
leaf_weight=0.0011081380348996134 0.001051494288172806 0.0010784374197098621 0.0010147745252181055 0.0010403144612416955 0.001700598805630422 0.0010406646048380444 0.0017576301719771318 0.0010682300953121266 0.0010147443408624443 0.0010519527913937475
leaf_count=179 557 699 546 115 335 292 207 188 609 183
internal_value=0 3.71679e-05 -2.12364e-05 3.37975e-05 9.77049e-05 1.29307e-05 0.000107598 0.000197294 0.000293803 4.31612e-05
internal_weight=0 0.0118755 0.0107673 0.00975257 0.00871226 0.00701166 0.00597099 0.00489256 0.00382433 0.0020667
internal_count=3910 3353 3174 2628 2513 2178 1886 1187 999 792
is_linear=0
shrinkage=0.00196078


Tree=5724
num_leaves=11
num_cat=0
split_feature=133 13 50 48 0 1 2 3 42 3
split_gain=5.56903e-05 7.51087e-05 7.68416e-05 7.48609e-05 6.71245e-05 8.38483e-05 8.27766e-05 5.4372e-05 9.00209e-05 0.000162811
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -0.10575999999999998 0.10617500000000001 0.086775000000000005 -0.12008499999999998 0.091230000000000019 -0.062694999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 9 -9
right_child=-2 2 -4 -5 7 -7 -8 8 -10 -11
leaf_value=0.00051358269455748797 -0.00043843127095395001 0.00051499312756678531 -0.0005238128419767956 -0.00046380724467427953 0.00033817228774089017 0.00075734101003475853 -0.00023008570163858297 -0.00087655272290296476 0.00027547239789447016 6.1210211155857155e-05
leaf_weight=0.0011280632809352658 0.001052390017147937 0.0010261111470356897 0.0010437490352774156 0.0010326540899071564 0.0011412084365841676 0.0010923105742888144 0.0012990208612640398 0.0012385322667398031 0.0013465592998832027 0.0016736732586081944
leaf_count=179 557 102 546 115 231 111 246 1112 399 312
internal_value=0 3.19542e-05 -1.79188e-05 3.56876e-05 9.41861e-05 0.000309239 9.87273e-05 -4.19128e-05 -0.000143763 -0.000337611
internal_weight=0 0.0120219 0.0108938 0.00985007 0.00881742 0.00341744 0.00232513 0.00539997 0.00425876 0.00291221
internal_count=3910 3353 3174 2628 2513 459 348 2054 1823 1424
is_linear=0
shrinkage=0.00196078


Tree=5725
num_leaves=9
num_cat=0
split_feature=150 160 1 12 15 4 13 0
split_gain=1.70038e-05 3.36382e-05 4.06125e-05 4.75805e-05 8.23772e-05 4.24217e-05 6.97461e-05 2.21056e-05
threshold=0.084800000000000014 1.0000000180025095e-35 0.12864500000000004 0.10129000000000001 -0.07142999999999998 -0.034289999999999994 -0.028919999999999998 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0051850087901644153 0.0085012084982347205 -0.017687139706845927 0.018810540829221473 -0.021914161064955182 -0.016998990559952524 0.026300238295897733 0.014670717131669156 -0.025759424690365997
leaf_weight=0.0010897123742281412 0.0019221933368763636 0.0011701649450213429 0.0010493548757420151 0.0010508213560322058 0.0010882155036946669 0.0010846331656260448 0.0019264267560483029 0.0010027495040763421
leaf_count=105 458 564 254 361 710 266 661 531
internal_value=0 -0.00181531 0.000424541 -0.00223936 0.00109972 0.00934058 0.00323869 -0.0150447
internal_weight=0 0.00946208 0.00829191 0.00724256 0.00619174 0.00409928 0.00301464 0.00209246
internal_count=3910 3452 2888 2634 2273 1637 1371 636
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=11
num_cat=0
split_feature=158 50 160 12 4 0 0 1 12 13
split_gain=5.96964e-05 8.07748e-05 5.48511e-05 5.25696e-05 7.48906e-05 5.21181e-05 7.75212e-05 6.0446e-05 4.46226e-05 4.28393e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.085744999999999988 0.083715000000000026 0.08734500000000002 -0.12329499999999999 -0.035699999999999989 0.089825000000000002 0.098845000000000016 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 7 -7 -4 9 -5
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11
leaf_value=0.00050428265194079128 -0.00046528876740893588 -0.00050029151510555222 0.00045667626931881713 0.00044453369768292678 0.00049497794615204751 -0.00065414734087822105 7.5540223829082695e-05 -0.00014225849682915958 -0.00033708954584457451 -0.00010967193757371296
leaf_weight=0.0010500787320073318 0.0010155255811609793 0.0010138854172911807 0.0010053853033671345 0.0010341748089907445 0.0018087005725396961 0.001254030539292854 0.0010110878851539509 0.0018216743685539223 0.0010434436852395611 0.0011137356135189774
leaf_count=342 488 655 67 518 189 332 185 233 276 625
internal_value=0 2.95697e-05 7.7784e-05 3.34076e-05 0.000176221 -0.000106822 -0.000328434 7.07403e-05 -4.43509e-06 0.000157167
internal_weight=0 0.0121562 0.0111423 0.0100922 0.00500005 0.00509218 0.00226512 0.00282706 0.00319135 0.00214791
internal_count=3910 3422 2767 2425 1608 817 517 300 1419 1143
is_linear=0
shrinkage=0.00196078


Tree=5727
num_leaves=11
num_cat=0
split_feature=133 13 50 47 42 52 15 1 42 0
split_gain=6.51939e-05 0.000106382 8.27283e-05 7.19408e-05 9.70713e-05 0.00011503 0.000108588 8.88433e-05 8.15502e-05 7.60461e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 0.10887000000000001 -1.0000000180025095e-35 -0.072349999999999984 -0.106555 0.089075000000000015 0.091230000000000019 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6 9 -8
right_child=-2 2 -4 -5 5 6 8 -9 -10 -11
leaf_value=0.00057940641055971532 -0.00046882745578430494 -0.0003991212681033324 -0.00055040104062036705 -0.00041329594147255128 0.00016129010905656168 0.00085390035734476467 0.00042741233040736754 -0.00060820580847695954 0.0006446716761766317 -0.00021892073647928424
leaf_weight=0.0012362680392141194 0.0010794924023902605 0.0013336563399068743 0.0010508070647161369 0.0012497561651140425 0.00126654288698945 0.0011955522444178747 0.0011020163105256487 0.0010593584977772832 0.0010802713185164899 0.0019179550604592327
leaf_count=193 557 699 545 157 298 247 114 304 245 551
internal_value=0 3.34239e-05 -2.65429e-05 2.73982e-05 8.88988e-05 0.000174293 0.000333932 -0.000189186 0.00018232 1.69324e-05
internal_weight=0 0.0124922 0.0112559 0.0102051 0.00895535 0.0076217 0.00529579 0.0023259 0.00410024 0.00301997
internal_count=3910 3353 3160 2615 2458 1759 1157 602 910 665
is_linear=0
shrinkage=0.00196078


Tree=5728
num_leaves=11
num_cat=0
split_feature=133 13 50 48 0 1 4 42 3 13
split_gain=7.6068e-05 9.69284e-05 7.00596e-05 0.000100161 9.47888e-05 9.57923e-05 7.29192e-05 4.54246e-05 0.00010495 5.5891e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -0.10575999999999998 0.10727500000000002 0.00046500000000000008 -1.0000000180025095e-35 -0.100615 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6 -9 -10
right_child=-2 2 -4 -5 7 -7 -8 8 9 -11
leaf_value=0.00057176280994456266 -0.00050199976791457442 0.00046780431130104516 -0.00050283298688887014 -0.00053877535761741042 -0.00036548374773479953 0.00081835390045585069 -0.00022134179554318491 0.00050609957719049113 -0.00053475260082341662 4.3936164115952654e-05
leaf_weight=0.0011730019533663831 0.0011021271446811599 0.0011852041689973444 0.001050151340713631 0.0010650135162823303 0.0014239581073655205 0.0011319052946345927 0.0011760653705778154 0.0012773598803102752 0.0010318765406924226 0.0016968543942314214
leaf_count=179 557 142 546 115 647 92 225 213 805 389
internal_value=0 3.58721e-05 -2.10747e-05 2.95768e-05 9.74113e-05 0.000349376 0.000124565 -6.46785e-05 4.22422e-05 -0.000174896
internal_weight=0 0.0122114 0.0110384 0.00998824 0.00892322 0.00349317 0.00236127 0.00543005 0.00400609 0.00272873
internal_count=3910 3353 3174 2628 2513 459 367 2054 1407 1194
is_linear=0
shrinkage=0.00196078


Tree=5729
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 151 15 2 2
split_gain=6.66402e-05 6.8521e-05 7.72337e-05 0.000140456 6.22715e-05 7.79288e-05 5.55384e-05 6.90743e-05 0.000151623 8.4367e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.054834999999999988 -0.096614999999999993 -0.044604999999999992 -0.074174999999999977 0.089910000000000004 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 -8 -9
right_child=1 -3 3 -5 5 -7 7 9 -10 -11
leaf_value=-0.0004920461273320466 -0.00047442661164627585 -0.00045269676075763884 0.00048011504779514743 0.00086188184034569093 0.00022073219244894872 -0.00049682359779241439 -0.00019973782990507355 6.9725050496864191e-05 0.00071454146020151293 -0.00065423362914720433
leaf_weight=0.0010087618042131557 0.001041048708013091 0.0010227443509140425 0.0010024538004043734 0.0011627581262664438 0.0012873397104127189 0.0010618854077498142 0.0014689936629618523 0.0016070909771636862 0.0013276539213613527 0.0010064557102765583
leaf_count=627 213 480 356 117 393 231 262 731 310 190
internal_value=0 3.26977e-05 7.79694e-05 0.000274683 7.09736e-05 -0.000103614 -5.96867e-05 2.0119e-05 0.000234298 -0.000209066
internal_weight=0 0.0119884 0.0109657 0.00451444 0.00335168 0.00234923 0.00645124 0.00541019 0.00279665 0.00261355
internal_count=3910 3283 2803 1097 980 624 1706 1493 572 921
is_linear=0
shrinkage=0.00196078


Tree=5730
num_leaves=9
num_cat=0
split_feature=150 151 1 4 4 4 0 43
split_gain=1.43676e-05 3.1516e-05 4.22973e-05 5.02238e-05 4.74847e-05 5.86217e-05 3.92084e-05 3.03153e-05
threshold=0.084800000000000014 -0.03268999999999999 0.11198000000000001 0.22584000000000001 -1.0000000180025095e-35 -0.078484999999999985 -0.10209999999999998 0.0016850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -6 -3
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=-0.018049056494198901 0.0077503505990813085 -0.012298362036831729 -0.0026180018176675274 0.028346819833705156 -0.029987208147902719 0.022100824129419678 -0.0027907171369767657 0.0078681915233208468
leaf_weight=0.0010477182077449293 0.0019422426570397085 0.0019498679202918832 0.0010614149948366088 0.0010341734228197293 0.0010256522099762397 0.0011131494892117387 0.0010971349578679495 0.0012067421014691358
leaf_count=363 458 961 184 285 205 837 425 192
internal_value=0 -0.00168581 0.000333963 0.0126631 -0.00370776 0.00236927 -0.0159311 -0.00458888
internal_weight=0 0.00953585 0.00848814 0.00209559 0.00639255 0.00426976 0.00212279 0.00315661
internal_count=3910 3452 3089 469 2620 1990 630 1153
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=12
num_cat=0
split_feature=48 133 50 12 3 3 12 52 3 4 4
split_gain=8.94898e-05 7.90609e-05 8.6553e-05 0.000146568 0.000183096 9.43616e-05 0.000107257 0.000111795 9.54618e-05 6.09627e-05 2.78104e-05
threshold=0.11930500000000001 0.10599500000000002 0.07992500000000001 -0.036459999999999992 0.10666500000000002 -0.10628499999999998 0.092365000000000017 -0.069134999999999988 0.045635000000000002 -0.06272999999999998 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 7 -7 10 -5 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00057238331158179843 -0.00054147746195703692 -0.00047337901103467161 -0.00046279447186166345 0.00010537482760871604 0.00076360542620972267 -0.00041888757632735764 -0.00060390284342998765 -0.00020094823517841724 0.00074904044871862223 0.00077176988946929688 0.00025847160637064665
leaf_weight=0.0010100724599660651 0.0011211943791736142 0.0010683423223162665 0.0010131932581959871 0.0010850141496609742 0.0018659674400022591 0.0012349109430488609 0.0011055257250101305 0.0010187667744227281 0.0010810463551518268 0.0010276955860538967 0.0010076094012822241
leaf_count=399 161 531 564 186 171 331 461 741 74 169 122
internal_value=0 3.67553e-05 8.43542e-05 0.000137472 0.000213534 7.77753e-05 -5.86382e-05 8.01821e-05 0.000278516 0.000429533 2.74969e-05
internal_weight=0 0.0125181 0.0114498 0.0104366 0.00942654 0.00756057 0.00544786 0.00434233 0.00310742 0.00211271 0.00202638
internal_count=3910 3749 3218 2654 2255 2084 1729 1268 937 355 863
is_linear=0
shrinkage=0.00196078


Tree=5732
num_leaves=9
num_cat=0
split_feature=157 160 133 13 3 43 2 4
split_gain=1.55777e-05 3.4229e-05 6.91596e-05 3.41463e-05 4.89971e-05 6.59735e-05 5.43685e-05 8.16693e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.074234999999999982 -0.079109999999999986 0.113945 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -6
right_child=1 2 3 -5 6 -7 -8 -9
leaf_value=0.011281685177079379 -0.015165816621229865 -0.020210218183391845 0.0022004405881715836 -0.012260385016389659 -0.0085659250321833691 0.034795735392057082 -0.018564157411724163 0.024498457441936003
leaf_weight=0.0010902304555902584 0.0015168225562061871 0.0013010804998162895 0.0012444155199939212 0.0010214382224136105 0.0015283208618954193 0.001239413367101263 0.0010820081010958077 0.001461300828352231
leaf_count=502 866 847 375 138 283 477 236 186
internal_value=0 -0.00128296 0.00108896 0.00474639 0.0073963 0.0184653 0.000643861 0.00759565
internal_weight=0 0.0103948 0.00887798 0.0075769 0.00655546 0.00248383 0.00407163 0.00298962
internal_count=3910 3408 2542 1695 1557 852 705 469
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=11
num_cat=0
split_feature=484 133 0 42 47 2 2 4 3 15
split_gain=6.54862e-05 6.32214e-05 8.54698e-05 4.60779e-05 6.05451e-05 8.181e-05 9.86243e-05 8.83107e-05 7.44491e-05 3.40571e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.10302000000000001 -0.089744999999999978 0.087850000000000025 0.092865000000000017 0.088485000000000022 0.015635000000000003 -0.082304999999999975 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -7 -5 -6
right_child=1 -3 -4 4 9 7 -8 -9 -10 -11
leaf_value=-0.00047808111420904223 -0.0003823057396043316 -0.0004195816118754439 0.0005482708962838939 0.00052000939158617287 -0.00046754411184446779 -0.00051443244100335005 0.00084301036468934084 0.00019157688911307716 -0.00013642504189166938 9.1771434633289194e-06
leaf_weight=0.0010433374156833238 0.0010082417542978143 0.0010801895312656925 0.0013077441689434257 0.0011581050208393688 0.0010790783209117835 0.001154546421296249 0.0010842909323539708 0.0016613140608492606 0.001557727065986779 0.0012361965818844761
leaf_count=627 340 480 180 489 133 409 217 354 509 172
internal_value=0 3.35233e-05 7.70396e-05 1.50396e-05 5.98955e-05 0.000155399 0.000343089 -9.78979e-05 0.000143497 -0.000213008
internal_weight=0 0.0123274 0.0112472 0.0099395 0.00893126 0.00661598 0.00380012 0.00281586 0.00271583 0.00231527
internal_count=3910 3283 2803 2623 2283 1978 1215 763 998 305
is_linear=0
shrinkage=0.00196078


Tree=5734
num_leaves=9
num_cat=0
split_feature=376 12 48 3 52 4 12 52
split_gain=2.05892e-05 4.74585e-05 5.43465e-05 6.36867e-05 6.11441e-05 0.000111827 5.12406e-05 6.29231e-05
threshold=0.048375000000000008 -1.0000000180025095e-35 0.11280000000000003 0.097615000000000021 0.090300000000000005 0.074650000000000008 0.089995000000000006 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.021590274098575359 0.013605925126716585 -0.012276690851192044 -0.019882168629115456 0.02124092789799505 -0.019721344096093246 0.030211660961839672 -0.022409837155771679 0.01687545857699441
leaf_weight=0.0010472193250514053 0.0010026568497598998 0.001424020511058644 0.0011150134440458025 0.0016465892483094576 0.001350530508286308 0.0012539265474599982 0.0010975382525113698 0.0015423139328213722
leaf_count=361 206 630 146 243 772 222 742 588
internal_value=0 -0.00139401 0.000848836 0.00362882 -0.00072008 0.00410556 -0.0039496 0.00288066
internal_weight=0 0.0104772 0.00942993 0.00831492 0.00666833 0.0053178 0.00406387 0.00296633
internal_count=3910 3704 3343 3197 2954 2182 1960 1218
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=10
num_cat=0
split_feature=376 12 48 4 16 1 1 49 52
split_gain=1.67121e-05 3.8636e-05 4.42135e-05 5.35432e-05 6.72096e-05 4.83512e-05 7.78902e-05 3.57876e-05 6.87759e-06
threshold=0.048375000000000008 -1.0000000180025095e-35 0.11280000000000003 -0.0040999999999999986 -0.006474999999999999 0.11198000000000001 0.092550000000000007 -0.00064499999999999985 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -6
right_child=-2 2 -4 5 8 -7 -8 -9 -10
leaf_value=-0.019522572287908029 0.012268130115758905 -0.018985325716515532 -0.017965220012109404 0.0027919496223429313 0.0015487826666565519 0.027657539538888987 -0.017744187523905136 0.028977484611474081 0.013175467905503283
leaf_weight=0.001042581444936015 0.0010008930998854663 0.001860769446057398 0.0011108259357769318 0.0010748755294791314 0.0010268395711828509 0.0012322366357203312 0.0010628362183658347 0.001014572451639609 0.0010084212149170167
leaf_count=361 206 1474 146 127 492 217 164 462 261
internal_value=0 -0.0012592 0.000768306 0.00328139 -0.00524907 0.0108614 0.0042958 0.0155068 0.00730952
internal_weight=0 0.010434 0.00939138 0.00828055 0.00389603 0.00438452 0.00315228 0.00208945 0.00203526
internal_count=3910 3704 3343 3197 2227 970 753 589 753
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=9
num_cat=0
split_feature=484 133 0 12 47 49 16 16
split_gain=6.96357e-05 5.46996e-05 7.53077e-05 7.48497e-05 5.73197e-05 6.82117e-05 9.3617e-05 4.45128e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.017269999999999997 -0.0089849999999999982 0.09252500000000001 -0.085174999999999987 -0.057604999999999996 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00049673264235106291 -0.00047128654295730451 -0.00039475142367225493 0.00041942147187012019 -0.00030623364531036492 -0.00024104262891348034 0.00025136307999207356 0.0005962686246000459 -0.00020981636744712049
leaf_weight=0.001036221196441583 0.0011432237886178321 0.0010510585535564295 0.0019843754340618152 0.0010259170446578507 0.0018154845642054445 0.0018126738362648804 0.0018778929423901741 0.0014469427498338928
leaf_count=627 393 480 366 154 216 328 662 684
internal_value=0 3.27856e-05 7.32453e-05 -2.05981e-06 6.51713e-05 0.000155369 0.000247547 4.66457e-05
internal_weight=0 0.0121576 0.0111065 0.00912213 0.00797891 0.00616343 0.00513751 0.00325962
internal_count=3910 3283 2803 2437 2044 1828 1674 1012
is_linear=0
shrinkage=0.00196078


Tree=5737
num_leaves=10
num_cat=0
split_feature=158 50 47 47 159 13 2 2 3
split_gain=6.94299e-05 7.14816e-05 7.15513e-05 7.63458e-05 6.12334e-05 4.53634e-05 7.57443e-05 9.84625e-05 0.000139809
threshold=1.0000000180025095e-35 0.088425000000000017 0.117025 0.09550500000000002 0.073745000000000019 -0.086849999999999997 0.086650000000000019 0.090190000000000006 -0.064349999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00024032944034600167 -0.00050013187684811659 -0.00045199802020387146 -0.00041612445568653807 0.00064308393178800897 0.00052038552164138899 -0.0002224387628884868 0.00078396669793729388 -0.00041049405025215001 0.0004319785896180019
leaf_weight=0.0019790264353773011 0.0010030984443873446 0.0010510405120968203 0.0010036689042737653 0.0010140318682818643 0.0010520746396422984 0.0018954664703693166 0.0010074770161741468 0.0013043586377390721 0.0018057932771819308
leaf_count=448 488 655 112 159 307 608 294 546 293
internal_value=0 3.66625e-05 8.30923e-05 0.000132907 7.57062e-05 1.71691e-05 0.000101917 0.000251227 7.86561e-05
internal_weight=0 0.0121129 0.0110619 0.0100582 0.0090442 0.00799212 0.0060131 0.00411763 0.00311015
internal_count=3910 3422 2767 2655 2496 2189 1741 1133 839
is_linear=0
shrinkage=0.00196078


Tree=5738
num_leaves=11
num_cat=0
split_feature=133 13 50 47 42 52 15 3 1 0
split_gain=4.6132e-05 0.000101435 4.85291e-05 5.04905e-05 0.000105846 0.000104423 0.00011263 9.00098e-05 7.52382e-05 5.18087e-05
threshold=0.10599500000000002 -0.26418499999999995 0.084340000000000012 0.10887000000000001 -1.0000000180025095e-35 -0.072349999999999984 -0.106555 -0.100615 0.086560000000000012 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -8 -6 -9
right_child=-2 2 -4 -5 5 6 7 9 -10 -11
leaf_value=0.00060142790430503653 -0.00040692954306940324 -0.00047592007518966435 -0.00043608516313550983 -0.00035982093770357376 0.00016426494866871472 0.00086969400834771224 0.0006547972831823744 0.0001941417341954058 -0.00056706810266280588 -0.00034785789754404514
leaf_weight=0.0010773635778467414 0.0010180428028520585 0.0011792157968146593 0.001022791410805802 0.0012152891772259549 0.0010830432080000875 0.0010972687055546926 0.0010263990215990488 0.0016904593284399472 0.0010803134331333071 0.0011321796785023004
leaf_count=179 557 696 555 158 259 250 116 164 342 634
internal_value=0 2.83903e-05 -3.02562e-05 1.34171e-05 6.81401e-05 0.000158378 0.000315533 0.000157555 -0.00020094 -2.3258e-05
internal_weight=0 0.0116043 0.010527 0.00950417 0.00828888 0.00710966 0.00494631 0.00384904 0.00216336 0.00282264
internal_count=3910 3353 3174 2619 2461 1765 1164 914 601 798
is_linear=0
shrinkage=0.00196078


Tree=5739
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 0 47 0 42 49
split_gain=5.1093e-05 8.405e-05 7.39131e-05 6.76767e-05 0.000139089 5.24031e-05 7.60989e-05 6.25377e-05 6.18216e-05 5.82374e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 -0.017269999999999997 0.09252500000000001 -0.11287999999999999 0.088235000000000022 -0.04682999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 9 -9 -5
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.00054412121583217673 -0.00041857179894650364 0.00051071692859127227 -0.00052722699604416696 3.1758399468648599e-05 -0.00066202313735017981 0.00043872097147089161 -0.00040041805172209491 -0.00030714201049843789 0.00029967269945141932 0.00067084224430732919
leaf_weight=0.0011009529840173117 0.0010738175806461825 0.0010013255798510473 0.0010187036184739961 0.0010689416202681497 0.0011531679241242963 0.0012329871762284993 0.0014351857019838619 0.0017514132335877518 0.0010222326516559277 0.0011253441002218693
leaf_count=179 557 308 546 112 282 234 201 961 364 166
internal_value=0 2.79991e-05 -2.45692e-05 2.77319e-05 -2.72926e-05 6.85614e-05 -2.71671e-06 0.000112175 -8.34993e-05 0.000359514
internal_weight=0 0.0119103 0.0108093 0.0097906 0.00878927 0.0076361 0.00640312 0.00496793 0.00277365 0.00219429
internal_count=3910 3353 3174 2628 2320 2038 1804 1603 1325 278
is_linear=0
shrinkage=0.00196078


Tree=5740
num_leaves=11
num_cat=0
split_feature=133 13 159 50 2 0 2 13 49 0
split_gain=0.000117902 9.53229e-05 5.8975e-05 9.12566e-05 6.68118e-05 0.000125689 8.06598e-05 7.41392e-05 8.90363e-05 6.28497e-05
threshold=0.10681500000000001 -0.26418499999999995 0.090705000000000022 0.086465000000000014 0.11230000000000001 -0.017269999999999997 0.075670000000000015 -0.014114999999999997 -0.014479999999999998 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -8 -9 -3
right_child=-2 2 -4 -5 -6 -7 7 8 -10 -11
leaf_value=0.00057832884511197522 -0.0006494041023493327 7.4144922526216239e-05 -0.00046165986014981472 -0.0005164991187969971 -0.00025989002640168204 0.00079005723720394555 -0.00015740553064268181 -9.0390034029362334e-07 0.00068351493357708194 -0.00059355737127844894
leaf_weight=0.0011689625176560274 0.0010157832374400556 0.0011631539730181384 0.0010112552477066243 0.0010391544718724608 0.0016623879927197575 0.0010908193717003509 0.0013440420589480584 0.0012579164356857631 0.0017438407008286772 0.0010149224472633042
leaf_count=181 545 56 380 523 337 208 748 127 466 339
internal_value=0 4.52376e-05 -9.77577e-06 3.45204e-05 9.62418e-05 0.00017399 7.09811e-05 0.000225331 0.000396702 -0.000236986
internal_weight=0 0.0124965 0.0113275 0.0103162 0.00927708 0.00761469 0.00652388 0.0043458 0.00300176 0.00217808
internal_count=3910 3365 3184 2804 2281 1944 1736 1341 593 395
is_linear=0
shrinkage=0.00196078


Tree=5741
num_leaves=11
num_cat=0
split_feature=158 50 47 47 1 0 0 16 2 4
split_gain=6.69059e-05 6.20244e-05 6.39963e-05 9.24538e-05 5.41702e-05 0.000104512 8.88224e-05 0.000132318 8.88676e-05 4.12741e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.117025 0.09550500000000002 0.094485000000000013 -0.15137999999999999 -0.077944999999999987 -0.089559999999999987 0.10113500000000002 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 9 -8 -1
right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11
leaf_value=0.00038079157048869806 -0.00047680414175350178 -0.00041156850267469496 -0.0003868777195841911 0.00067172933039781309 -0.0001179671427316189 0.00063302248064595664 0.00055817192130995443 -0.00061639428447708179 -0.00014800140444540813 -0.00015512159500884369
leaf_weight=0.0010574620058601456 0.0010545004866224792 0.0010848257195137821 0.0010359296810140408 0.0010650234856079974 0.0013157724107727689 0.0015537947773242803 0.001508865393834976 0.0017873548776100021 0.001255017339623349 0.0011571005895769839
leaf_count=240 488 655 112 159 123 584 253 913 237 146
internal_value=0 3.7005e-05 7.84681e-05 0.000123519 6.29241e-05 0.000288674 -3.28227e-05 -0.000219528 0.000237514 0.000100779
internal_weight=0 0.0128211 0.0117363 0.0107004 0.00963537 0.00286957 0.0067658 0.00400192 0.00276388 0.00221456
internal_count=3910 3422 2767 2655 2496 707 1789 1299 490 386
is_linear=0
shrinkage=0.00196078


Tree=5742
num_leaves=10
num_cat=0
split_feature=12 3 3 13 43 15 1 12 3
split_gain=1.61776e-05 3.22889e-05 2.95566e-05 4.66765e-05 7.35856e-05 5.20757e-05 4.83597e-05 6.43541e-05 4.16874e-05
threshold=0.10700500000000002 0.13772500000000001 0.11265500000000002 -0.014114999999999997 -0.057994999999999998 -0.053579999999999996 0.094485000000000013 0.086865000000000012 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -5
right_child=-2 -3 -4 6 -6 -7 -8 -9 -10
leaf_value=0.020349393556256892 -0.011493728461457893 0.017188082601946656 -0.016192013927578703 -0.018348083908681086 -0.025726488468038062 -0.01172046308901757 0.025246014186335548 0.021354473845808419 0.0076339256065695252
leaf_weight=0.0010143087472713299 0.0011234635193850982 0.0011188037766150646 0.0010991609612279194 0.0014240079646361493 0.0013609610916143562 0.0010110498817776793 0.0011719378742180682 0.0011645258020572249 0.0010903868027508229
leaf_count=539 355 224 90 282 891 537 358 514 120
internal_value=0 0.00113447 -0.000789289 0.00126603 -0.00774356 0.00434027 0.00755551 0.00192011 -0.00708078
internal_weight=0 0.0104551 0.00933634 0.00823718 0.00338632 0.00202536 0.00485086 0.00367892 0.00251439
internal_count=3910 3555 3331 3241 1967 1076 1274 916 402
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=9
num_cat=0
split_feature=133 160 157 52 13 1 1 4
split_gain=1.59033e-05 3.40803e-05 5.33295e-05 3.07965e-05 4.74516e-05 4.50824e-05 4.70296e-05 4.02953e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0086849999999999983 0.10433000000000002 -0.083514999999999992 0.077800000000000022 0.11215000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7
right_child=1 3 -4 -5 5 6 -8 -9
leaf_value=0.010149809238900383 0.0044059177227826095 0.012517478919169933 -0.026927668081703771 0.015271013439206539 -0.022779193866586871 -0.0062410973724440827 -0.016687317577910386 0.019934716912485037
leaf_weight=0.0013424252744871348 0.0010070445573714941 0.0018244882891517399 0.0011792587172336757 0.0013652331265082661 0.00124799766465385 0.0011178283361073685 0.0012148628212206043 0.0012410174874409948
leaf_count=604 414 489 672 212 669 496 232 122
internal_value=0 -0.00142871 -0.0124949 0.00159125 -0.00121879 -0.00641647 -0.000702336 0.00753032
internal_weight=0 0.0101977 0.0021863 0.00801143 0.00664619 0.00482171 0.00357371 0.00235885
internal_count=3910 3306 1086 2220 2008 1519 850 618
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=9
num_cat=0
split_feature=376 1 457 52 13 3 0 16
split_gain=1.50978e-05 3.64088e-05 4.89186e-05 5.36583e-05 6.10719e-05 4.40678e-05 9.07028e-05 2.5259e-05
threshold=0.048375000000000008 0.12864500000000004 0.082870000000000013 0.11262000000000001 -0.091849999999999987 -0.083144999999999983 -0.10071499999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.012613700549863369 0.011633058964651275 0.016825452240634996 0.013475220908546168 -0.026903763239184583 0.012764013270648814 -0.0031457533633250483 -0.039767158263350241 -0.0088240377628596347
leaf_weight=0.0018422887220482173 0.0010052354901175587 0.0010130407544355928 0.0014965062551888864 0.0010845446124064014 0.0011010112691343717 0.0018261104639306898 0.0010741333846369442 0.001067457801602288
leaf_count=343 206 276 244 553 450 208 966 664
internal_value=0 -0.00119517 -0.00311842 -0.00622421 -0.00297896 -0.00864632 -0.0167088 0.00213701
internal_weight=0 0.0105051 0.00949205 0.00799555 0.006911 0.00506871 0.00290024 0.00216847
internal_count=3910 3704 3428 3184 2631 2288 1174 1114
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=10
num_cat=0
split_feature=0 4 1 15 2 0 51 16 3
split_gain=1.65079e-05 5.90352e-05 2.96655e-05 5.52536e-05 4.54088e-05 9.36962e-05 6.07164e-05 3.43782e-05 3.25124e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 -0.14136999999999997 0.085845000000000019 -0.19424999999999998 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 6 7 -6 -4
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.027152823803884701 -0.0094228567370054535 0.024177086982397476 0.0022415462226981426 0.0026470697115998114 -0.0046138816189386219 0.032570317409729009 -0.020821412898542144 0.020739688504586493 -0.020257533787870347
leaf_weight=0.0011614107101418595 0.0010109477888451848 0.0010832187836676151 0.0012860536807398318 0.0013401713891991946 0.0010231805359212872 0.0011276462811419872 0.0010385085266107455 0.0011205067078161311 0.0012830374011878749
leaf_count=1054 171 223 551 842 164 333 100 180 292
internal_value=0 0.00795689 -0.00186277 -0.0111881 0.00152848 0.00780138 -0.000975769 0.00863845 -0.00899479
internal_weight=0 0.00209417 0.00938052 0.00250158 0.00687893 0.00430984 0.0031822 0.00214369 0.00256909
internal_count=3910 394 3516 1896 1620 777 444 344 843
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=8
num_cat=0
split_feature=12 0 47 4 3 4 47
split_gain=1.46604e-05 3.06999e-05 4.80564e-05 3.27271e-05 4.28098e-05 6.85742e-05 9.15933e-06
threshold=0.10700500000000002 -0.017269999999999997 0.087850000000000025 -0.06272999999999998 0.094625000000000015 -1.0000000180025095e-35 0.10887000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=-0.0077345298752674284 -0.010942991201244402 0.013151929433324154 -0.0079874430698855803 0.021152309962869487 0.020651487884946574 -0.011597701115985251 -0.020899414975136851
leaf_weight=0.0019484814704899935 0.0011174360032113724 0.0017579622508182751 0.0011646753751835286 0.0010017938373521088 0.0016366636489979968 0.0017671504546716372 0.0010399330127553038
leaf_count=1195 355 384 210 711 226 631 198
internal_value=0 0.00111549 -0.0013568 0.00305698 0.00782977 0.000251132 -0.0140781
internal_weight=0 0.0103167 0.0085587 0.00635409 0.00440561 0.00276894 0.00220461
internal_count=3910 3555 3171 2763 1568 1342 408
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=8
num_cat=0
split_feature=43 52 16 52 12 16 0
split_gain=1.39201e-05 4.15954e-05 5.18571e-05 3.80408e-05 6.15175e-05 6.33229e-05 6.59102e-05
threshold=-0.062599999999999989 -0.088779999999999984 -0.17157499999999998 -0.074484999999999982 0.089995000000000006 -0.19424999999999998 -0.15137999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=0.019632211949860534 -0.015970561458199761 0.015516735156871922 -0.013071999345156196 -0.010603554910931297 -0.016846061161051615 0.036143712843235691 0.004692661087166785
leaf_weight=0.0012720609115353301 0.0016563088320544865 0.0010181878421799638 0.0016836296323775289 0.0013794537144200718 0.0014214830496723707 0.001005943918463534 0.0019735920385355087
leaf_count=468 442 226 1068 263 635 82 726
internal_value=0 0.00472181 -0.00229825 -0.00260943 0.00121901 0.0071101 0.0153111
internal_weight=0 0.00397388 0.00270182 0.00743678 0.00578047 0.00435899 0.00297954
internal_count=3910 1762 1294 2148 1706 1071 808
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=10
num_cat=0
split_feature=133 13 50 15 2 3 47 150 0
split_gain=4.95786e-05 8.65708e-05 5.96832e-05 7.30795e-05 0.000125434 4.94061e-05 5.60329e-05 8.02677e-05 6.67361e-05
threshold=0.10599500000000002 -0.26418499999999995 0.084340000000000012 -0.14868999999999996 0.11230000000000001 -0.10628499999999998 0.09252500000000001 0.086645000000000014 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -7
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.00055499341742201648 -0.00041130201057297349 0.00052529722440695958 -0.00047687011742157534 0.00038033965426688583 -0.00063115930640230517 0.00055783781571849735 -0.00036787367594608898 -0.00035864967121426619 -1.8305944884126982e-06
leaf_weight=0.0011066885044915811 0.0010513057285202023 0.0010090377325120093 0.001001410656277628 0.0014927393931469159 0.0011628697422680469 0.0014453199572841144 0.0013607458525608934 0.0011573515235688793 0.0018907074165610297
leaf_count=179 557 320 555 259 282 203 188 218 1149
internal_value=0 3.33388e-05 -2.15376e-05 2.63651e-05 -3.27955e-05 6.19141e-05 -1.9281e-05 8.62846e-05 0.000240643
internal_weight=0 0.0116269 0.0105202 0.00951877 0.00850973 0.00734686 0.00585412 0.00449338 0.00333603
internal_count=3910 3353 3174 2619 2299 2017 1758 1570 1352
is_linear=0
shrinkage=0.00196078


Tree=5749
num_leaves=9
num_cat=0
split_feature=0 4 43 160 4 15 1 4
split_gain=1.47587e-05 4.51097e-05 2.38713e-05 4.93464e-05 4.13591e-05 0.000111277 5.77196e-05 3.0371e-05
threshold=1.0000000180025095e-35 -0.49269499999999994 -0.079374999999999987 0.086110000000000006 -1.0000000180025095e-35 0.041585000000000004 0.11198000000000001 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 -6 -1
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.022447820829964445 -0.007627326792295718 0.021795991827110502 0.03396316414045801 -0.017534961604962412 -0.013672542239558057 -0.0091030913138179619 0.01348182537734407 -0.00031256232319752967
leaf_weight=0.0011093889973246562 0.0010100757663459321 0.0010762559771643953 0.0013627568834317649 0.0011523888252428349 0.0018651590782173141 0.0010718767384058571 0.001348912285882623 0.0014047245265886585
leaf_count=914 171 223 319 217 481 993 292 300
internal_value=0 0.007551 -0.00175402 0.00132381 0.00517118 0.0150027 -0.00227614 -0.0100801
internal_weight=0 0.00208633 0.00931521 0.00680109 0.0056487 0.00243463 0.00321407 0.00251411
internal_count=3910 394 3516 2302 2085 1312 773 1214
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=11
num_cat=0
split_feature=133 133 42 15 14 52 0 151 1 2
split_gain=6.37006e-05 8.03941e-05 4.79188e-05 0.000103169 4.51375e-05 6.33563e-05 8.00477e-05 0.00013942 0.000106188 3.55521e-05
threshold=0.10599500000000002 0.083815000000000014 0.098285000000000011 0.085285000000000014 -1.0000000180025095e-35 0.092550000000000007 -0.099024999999999988 -0.0088999999999999982 0.094890000000000016 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 -8
right_child=-2 -3 -4 -5 5 -7 9 8 -10 -11
leaf_value=-0.00039546064616071016 -0.00047956583646055831 0.00045469667922450545 0.00035081055467475996 -0.00065620194071779904 -0.00039697019677930787 0.0004474982935867781 -0.00061020497850300425 9.1922073852212694e-06 0.00081600616226599088 -9.2963570873083042e-05
leaf_weight=0.0010018336835381381 0.0010393492080148564 0.0014764160416152186 0.0011061219838895747 0.0010608643100710547 0.0012723643951611519 0.0012619561074465142 0.0010147071393062669 0.0012956768129212793 0.0012155670927006279 0.0010290070899123627
leaf_count=144 557 711 242 671 163 223 469 137 126 467
internal_value=0 2.6899e-05 -3.46726e-05 -8.12626e-05 -5.8796e-06 4.91747e-05 -3.70856e-05 0.000131813 0.00039973 -0.000349775
internal_weight=0 0.0117345 0.0102581 0.00915198 0.00809111 0.00708928 0.00582732 0.00378361 0.00251124 0.00204371
internal_count=3910 3353 2642 2400 1729 1585 1362 426 263 936
is_linear=0
shrinkage=0.00196078


Tree=5751
num_leaves=10
num_cat=0
split_feature=484 133 133 3 3 49 0 15 0
split_gain=8.74093e-05 5.66443e-05 9.68867e-05 5.59889e-05 0.000103772 7.343e-05 4.02329e-05 6.74096e-05 2.18065e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 -0.006494999999999999 -0.053834999999999994 -0.095799999999999982 -0.061994999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 7 -7 -2
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00055519112270657691 0.00010022094697139592 -0.00038862856181040464 0.00055551312764138411 -0.00062546373178206565 -0.00028691191136476257 1.5325896387655295e-05 -0.00016356872887233733 0.00057387190281462449 0.00050114951021877358
leaf_weight=0.0010208136790648458 0.0010671136427646451 0.0010685496980323778 0.0014552458738628345 0.001092316953464509 0.0019599494312457543 0.0017867422856890709 0.0010591921382977253 0.0015526187598519643 0.0010202160155326845
leaf_count=627 173 480 508 849 268 310 169 330 196
internal_value=0 4.23619e-05 8.42538e-05 1.23533e-05 -6.71605e-05 2.87496e-05 0.000169405 0.000275019 0.000296181
internal_weight=0 0.0120619 0.0109934 0.00953815 0.00745082 0.0063585 0.00439855 0.00333936 0.00208733
internal_count=3910 3283 2803 2295 1926 1077 809 640 369
is_linear=0
shrinkage=0.00196078


Tree=5752
num_leaves=10
num_cat=0
split_feature=484 159 12 160 43 43 2 2 1
split_gain=7.69979e-05 6.25407e-05 6.68534e-05 5.69799e-05 7.50946e-05 0.000124578 6.7668e-05 7.72015e-05 3.91536e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.10673000000000001 -0.080184999999999992 -0.074254999999999988 -0.089949999999999988 0.088210000000000025 0.10869000000000002 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -6
right_child=1 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.00052709884633661758 -0.00036446712344709249 0.00042650182826455078 -0.00048150203412250276 6.755800314822446e-06 -4.9963128926817955e-05 0.0008099204101788014 0.0004084978284048069 -0.00018551573206111605 -0.0005684872932248821
leaf_weight=0.0010304867194704309 0.0012213237412372494 0.0013657743290072548 0.0010806043920953403 0.0018214704081823093 0.0011108743751591669 0.0012534265005008157 0.0017832084196208408 0.0015923327725823181 0.0011287808038024365
leaf_count=627 491 400 274 358 470 305 425 272 288
internal_value=0 3.07801e-05 -1.83889e-05 3.21026e-05 8.78374e-05 0.000334151 -4.70449e-05 0.000128286 -0.000311298
internal_weight=0 0.0123578 0.010992 0.00991142 0.00869009 0.0030749 0.0056152 0.00337554 0.00223966
internal_count=3910 3283 2883 2609 2118 663 1455 697 758
is_linear=0
shrinkage=0.00196078


Tree=5753
num_leaves=10
num_cat=0
split_feature=484 133 16 52 16 15 42 48 2
split_gain=7.72138e-05 7.47013e-05 8.86824e-05 0.000152347 6.6329e-05 6.49156e-05 0.000106458 4.35945e-05 7.11207e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 0.081265000000000018 -0.021529999999999997 0.08401500000000002 0.084500000000000006 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 -2 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.00052106149667018834 0.00031660343788501741 -0.00045964603915176839 0.00039219282550335651 0.00088262100955180378 -0.00016204138817581181 -0.00066621610888187299 0.00015681066787066395 -0.00044473127905493847 0.00024108770235476646
leaf_weight=0.001036497394316477 0.0018046650798516422 0.0010665655056717122 0.0014600829206811196 0.0012308675155707069 0.0019243574421161525 0.001411977110579827 0.0010562598399752837 0.0011221198663793558 0.0012063194874541881
leaf_count=627 498 480 490 117 490 538 350 177 143
internal_value=0 3.62329e-05 8.33849e-05 0.000291898 7.7061e-05 -6.23962e-05 -0.000314009 8.78638e-05 -8.94217e-05
internal_weight=0 0.0122832 0.0112166 0.00461531 0.00338444 0.00660134 0.00246824 0.0041331 0.00232844
internal_count=3910 3283 2803 1097 980 1706 888 818 320
is_linear=0
shrinkage=0.00196078


Tree=5754
num_leaves=11
num_cat=0
split_feature=133 484 0 2 15 4 42 12 3 1
split_gain=0.000102107 0.000103454 0.000113706 6.29335e-05 0.000117899 7.47076e-05 8.79538e-05 0.000133121 5.194e-05 1.75326e-06
threshold=0.10681500000000001 -1.0000000180025095e-35 0.14676000000000003 0.10796500000000002 -0.074174999999999977 0.15927500000000003 0.084685000000000024 0.084100000000000022 0.088060000000000013 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 9 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00055198802792439132 -0.00060324554480667674 0.00033624613083870668 0.00072365487388924277 0.00014273181459920946 -0.00066261375182478867 0.00051872291236414994 0.00040740961083347453 -0.00071168656019271763 -0.00023036994374211992 0.00022023365290999302
leaf_weight=0.0010215663919615143 0.0010067553449408543 0.001003164368184482 0.0010212179444264889 0.0015908396016291182 0.0012464851934230045 0.0015277409576561303 0.0017302924306337288 0.0010809737698178066 0.0012551975600950949 0.0010001891739938127
leaf_count=553 545 210 70 332 297 239 718 701 124 121
internal_value=0 4.59032e-05 9.92185e-05 3.81076e-05 -0.00021107 0.000131164 3.3617e-05 -0.000115425 8.23758e-05 0.000278326
internal_weight=0 0.0124777 0.0114561 0.0104349 0.00283732 0.00759756 0.00606982 0.00433952 0.00325855 0.00200335
internal_count=3910 3365 2812 2742 629 2113 1874 1156 455 331
is_linear=0
shrinkage=0.00196078


Tree=5755
num_leaves=11
num_cat=0
split_feature=133 0 48 16 15 1 0 48 16 4
split_gain=8.9998e-05 8.9709e-05 6.87489e-05 0.000125845 6.33848e-05 9.00446e-05 0.000183586 7.45476e-05 5.59025e-05 2.44917e-05
threshold=0.10681500000000001 0.14676000000000003 0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.095575000000000007 -0.10131499999999999 0.083775000000000002 -0.083564999999999987 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 -6 -10
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11
leaf_value=0.00056303026336093176 -0.00057562458491118378 0.00059395162365204961 -0.00050388939114642372 -0.00048579113960959083 3.2364957874480122e-06 0.00091975738506056817 -0.00014756577221802016 0.00018527546063929617 -0.00071845049583976804 -0.00029218548589525858
leaf_weight=0.0014698995649171523 0.0010078110792277545 0.0010092450673981216 0.0010117321449480193 0.0011504166212436655 0.0013323593997602344 0.0010862358914251746 0.0014422697406479253 0.0017763337324727966 0.0010671998658931437 0.0010074262051508105
leaf_count=267 545 74 135 351 551 151 396 229 532 679
internal_value=0 3.37533e-05 -1.60866e-05 3.16795e-05 -5.64508e-05 7.59632e-06 0.000310952 -0.000140385 -0.000310178 -0.000511459
internal_weight=0 0.0123531 0.0113439 0.0103321 0.00886224 0.00771182 0.00252851 0.00518332 0.00340699 0.00207463
internal_count=3910 3365 3291 3156 2889 2538 547 1991 1762 1211
is_linear=0
shrinkage=0.00196078


Tree=5756
num_leaves=9
num_cat=0
split_feature=376 43 403 457 52 4 4 2
split_gain=1.75146e-05 3.72667e-05 4.78941e-05 5.23976e-05 5.79621e-05 5.90862e-05 5.72036e-05 0.000142514
threshold=0.048375000000000008 -0.15648499999999999 0.084405000000000022 0.082870000000000013 0.084240000000000023 -0.08100499999999998 0.05309500000000001 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.013034680870533831 0.012510142827269342 0.015793301371981018 0.01633258723287577 0.010320765837882476 -0.026611356391240005 -0.028545318133321645 0.017744686474088174 -0.030835835785579985
leaf_weight=0.0015490803383962836 0.0010073778328208516 0.001079022581046122 0.0010482605518986948 0.0015152084838871661 0.0016347864887100751 0.0012191130545150699 0.0014766316221497622 0.0010216545461384161
leaf_count=301 206 431 320 234 956 929 278 255
internal_value=0 -0.0012911 -0.00375831 -0.00640863 -0.0103501 -0.00480772 -0.0107874 -0.00212194
internal_weight=0 0.0105438 0.00899468 0.00794642 0.00643121 0.00479642 0.0037174 0.00249829
internal_count=3910 3704 3403 3083 2849 1893 1462 533
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=11
num_cat=0
split_feature=133 13 42 47 16 43 0 0 48 4
split_gain=6.41689e-05 8.57392e-05 4.95127e-05 9.4454e-05 8.23276e-05 7.60495e-05 8.16313e-05 7.89897e-05 5.7263e-05 6.41834e-05
threshold=0.10599500000000002 -0.26418499999999995 -0.090359999999999982 0.10887000000000001 -0.49150499999999991 -0.07526999999999999 -0.070894999999999986 -0.082074999999999995 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 9 -7
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11
leaf_value=0.00054501322142801276 -0.0004749351718707081 -0.00041643284890508669 0.00055474678502457904 -0.00054651709726122246 -6.1428156171290318e-05 0.00044366076610448494 0.00070236817854188297 -0.00055008073384770742 -0.00037958889616670507 -0.00014605955690250963
leaf_weight=0.0011118938264899859 0.0010686481004487094 0.0011238332260205255 0.0012326512634739792 0.0010155574119766813 0.0010881259167999533 0.0014717540834367001 0.0010640381883880341 0.0012568116393500339 0.001033697518449843 0.0013701269333766277
leaf_count=179 557 385 206 176 743 494 227 631 140 172
internal_value=0 2.68855e-05 -2.71752e-05 1.87151e-05 8.61111e-05 6.81118e-06 0.000316196 -0.000122923 1.56001e-05 0.000159345
internal_weight=0 0.0117685 0.0106566 0.00953276 0.00851721 0.00728455 0.00215216 0.00513239 0.00387558 0.00284188
internal_count=3910 3353 3174 2789 2613 2407 970 1437 806 666
is_linear=0
shrinkage=0.00196078


Tree=5758
num_leaves=9
num_cat=0
split_feature=4 16 52 16 1 0 3 15
split_gain=1.56102e-05 2.78624e-05 3.2758e-05 9.90574e-05 5.02337e-05 4.83247e-05 9.24809e-05 4.62803e-05
threshold=0.27020000000000005 -0.30307999999999996 0.10433000000000002 0.31524000000000002 0.095575000000000007 -0.084304999999999977 0.084925000000000014 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=-0.01711712258647648 0.0090536658457201075 -0.03207224274483448 0.01390331366873236 -0.030799200298067982 0.017391658907303233 -0.0049599820623105325 0.007506932188938541 0.023260663065285667
leaf_weight=0.0010331588835233102 0.001605895551079861 0.0012302338144233281 0.0014641886412337362 0.0010579012318113366 0.0016293342137795215 0.0013578873033397948 0.0011350450305669391 0.0010158555437901156
leaf_count=171 472 935 570 355 374 424 75 534
internal_value=0 -0.00157348 0.000232847 -0.00246247 0.00224478 -0.00296291 -0.0130791 0.00711719
internal_weight=0 0.0099236 0.00889045 0.00742626 0.00636836 0.00473902 0.00236528 0.00237374
internal_count=3910 3438 3267 2697 2342 1968 1010 958
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=9
num_cat=0
split_feature=15 133 403 12 1 3 1 4
split_gain=1.53495e-05 2.92237e-05 3.31514e-05 4.59602e-05 7.47456e-05 5.1814e-05 3.79794e-05 8.14849e-05
threshold=0.091915000000000011 0.099765000000000006 0.082370000000000013 0.085845000000000019 0.079945000000000016 -0.078669999999999976 0.091845000000000024 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6 -8
right_child=-2 -3 -4 5 6 -7 7 -9
leaf_value=0.030061785271319443 -0.011653470638225043 -0.014831003083239242 0.019952592032370275 -0.020649344807086668 -0.013589762511802564 0.0076939065280863823 0.021205353517998366 -0.010494005501312595
leaf_weight=0.0010451522108180207 0.0010430651898006372 0.0010408468971527781 0.0010091768621553312 0.0016959124860383818 0.001359890155713625 0.0010408250934080244 0.0017255857968486721 0.0015298483050787161
leaf_count=539 630 416 308 918 197 279 289 334
internal_value=0 0.00106855 0.00282789 0.000769839 0.00591399 -0.00986995 0.000445654 0.00630866
internal_weight=0 0.0104472 0.00940639 0.00839721 0.00566048 0.00273674 0.00461532 0.00325543
internal_count=3910 3280 2864 2556 1359 1197 820 623
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=11
num_cat=0
split_feature=484 133 133 3 16 3 43 0 16 52
split_gain=7.25182e-05 5.27675e-05 0.000112597 6.51498e-05 6.15127e-05 5.97143e-05 5.06442e-05 5.01063e-05 6.56846e-05 6.43421e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.100615 -0.0083999999999999995 -0.078669999999999976 -0.074254999999999988 -0.10071499999999999 -0.19424999999999998 -0.074484999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 -8 -10
right_child=1 -3 -4 5 -6 6 7 -9 9 -11
leaf_value=-0.00050603896348807719 -9.4870527173368071e-06 -0.00037898291159896253 0.00057613934454440964 -0.00052749429383675515 0.0006347466865755404 0.00033652010197543996 -0.00035668839084854198 -0.00043698670928191894 -0.0001851378127145459 0.00044605952284427586
leaf_weight=0.0010311647670192972 0.0012385048228232434 0.001078250825893406 0.0014948638044199958 0.0010373246137900059 0.0010553900925769136 0.0012339682759497667 0.0012749114798488075 0.0013094086338356387 0.001051026138762623 0.0015172152396229744
leaf_count=627 195 480 508 834 196 221 176 468 74 131
internal_value=0 3.53175e-05 7.51583e-05 -1.90669e-06 0.000286916 -9.115e-05 -2.02773e-05 -0.000105725 7.13932e-06 0.000187749
internal_weight=0 0.0122909 0.0112126 0.00971775 0.00229389 0.00742385 0.00638653 0.00515256 0.00384315 0.00256824
internal_count=3910 3283 2803 2295 391 1904 1070 849 381 205
is_linear=0
shrinkage=0.00196078


Tree=5761
num_leaves=10
num_cat=0
split_feature=484 4 12 47 13 1 48 15 12
split_gain=6.84346e-05 6.09513e-05 5.88003e-05 9.43825e-05 8.92387e-05 0.000105281 9.1449e-05 5.41281e-05 0.000158222
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.09547499999999999 0.09112000000000002 0.083775000000000002 0.088190000000000004 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00049193038879235813 -0.00044800219586572812 0.00038047599359093258 0.00032016143524535995 0.00048003751043680312 0.00018087004898933209 -0.00056568145346543182 0.00043362017207043609 0.00015951556713014116 -0.00089992489127767631
leaf_weight=0.001046925885843277 0.0011246805492630503 0.0016546611452278306 0.0018657124344120214 0.0014876405345877657 0.0010184726104697371 0.001821332743443347 0.0012916565781285814 0.0011409196210266136 0.0010656489370664077
leaf_count=627 276 447 223 200 190 449 187 522 789
internal_value=0 3.00021e-05 -2.36141e-05 2.5636e-05 -5.67637e-05 -0.000167718 -7.24202e-06 -0.000183811 -0.00037176
internal_weight=0 0.0124707 0.0108161 0.00969138 0.00820374 0.00633803 0.0045167 0.00322504 0.00208412
internal_count=3910 3283 2836 2560 2360 2137 1688 1501 979
is_linear=0
shrinkage=0.00196078


Tree=5762
num_leaves=12
num_cat=0
split_feature=484 133 0 16 133 157 2 3 151 15 12
split_gain=0.000169331 0.00014312 8.91707e-05 5.89696e-05 6.8744e-05 6.1591e-05 5.72121e-05 0.000110815 0.000121571 8.04931e-05 6.51022e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 0.31524000000000002 0.083815000000000014 -0.074224999999999985 0.086650000000000019 0.12046500000000002 -0.0088999999999999982 -0.0071449999999999994 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 8 -8 -10 -7
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00077975771416085367 0.00047996864850009834 -0.00065548492319282981 0.00066463295763853169 -0.00036154622973067776 0.00054637421276286459 -0.00051992238402188908 -0.00024476275441826282 -0.00040387925803381079 0.00091021475816022808 0.00017001613638273745 7.67785106877064e-05
leaf_weight=0.0010246332843876103 0.00108881452197385 0.001021337234416826 0.0010170493496376347 0.0011541488782196964 0.0012008706701787377 0.0014919088937663868 0.0010723676837499727 0.0011626531898181313 0.0011826137991361033 0.0010812647098811655 0.0013293679947884542
leaf_count=612 226 472 70 306 455 414 160 157 263 323 452
internal_value=0 4.86272e-05 0.000109669 5.72325e-05 0.000107528 4.48573e-05 -1.98618e-05 0.00011741 0.000299075 0.000556684 -0.000238761
internal_weight=0 0.0128024 0.0117811 0.010764 0.00960986 0.00840899 0.00732018 0.0044989 0.00333625 0.00226388 0.00282128
internal_count=3910 3298 2826 2756 2450 1995 1769 903 746 586 866
is_linear=0
shrinkage=0.00196078


Tree=5763
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 3 15 16 4
split_gain=8.32504e-05 6.15628e-05 9.07382e-05 9.10682e-05 9.31067e-05 0.000114764 0.000107766 4.44539e-05 7.65059e-05 8.53599e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.11399999999999998 -0.094359999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00053658899236163011 -0.00043321981655997246 -0.00041606676539335686 0.00046874722239737313 0.00062427661807899608 -0.00062336587216086812 0.00060131654915989948 0.00027604510382473054 -0.00057429335224132684 -0.0002965561096486753 0.00044745097101186359
leaf_weight=0.001040248469916078 0.0011729125382160992 0.0010374475509913232 0.0017999890606179717 0.0013146215822625986 0.0010667548758261057 0.0011952897741664683 0.0011601722869670613 0.0011803753676592941 0.0013285756733547103 0.0010706357164344538
leaf_count=627 348 480 279 469 705 394 195 115 239 59
internal_value=0 4.10373e-05 8.30435e-05 0.0001429 7.10022e-05 -3.12481e-05 7.51781e-05 -5.75055e-05 -0.000165612 3.54532e-05
internal_weight=0 0.0123268 0.0112893 0.0101164 0.00880179 0.0070018 0.00593505 0.00473976 0.00357959 0.00239921
internal_count=3910 3283 2803 2455 1986 1707 1002 608 413 298
is_linear=0
shrinkage=0.00196078


Tree=5764
num_leaves=11
num_cat=0
split_feature=133 13 50 48 3 0 42 0 49 15
split_gain=6.13575e-05 6.93351e-05 7.06332e-05 7.13923e-05 7.19873e-05 5.45924e-05 9.02064e-05 9.74227e-05 7.30216e-05 5.41702e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -0.13927999999999999 -0.10071499999999999 0.091230000000000019 -0.035699999999999989 -0.065249999999999989 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -7 -6 -10
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11
leaf_value=0.00049385254467642281 -0.00046541362735332383 0.00057340870731334361 -0.00051681852071541951 -0.00046078417671097436 -0.00023576529370760734 -0.00069683968583023764 0.00028717551031446281 6.4357058669044687e-05 6.4059866269446236e-05 0.00061567402807889986
leaf_weight=0.0010967396470791804 0.0010731956559122619 0.0010238076553967758 0.0010116865819035223 0.0010306089247745639 0.0011267612620346652 0.0014290681575496774 0.0012552331652238629 0.0011803801297280289 0.001289087284431278 0.0014593002612544623
leaf_count=179 557 276 546 115 133 1234 383 176 156 155
internal_value=0 2.41062e-05 -2.35703e-05 2.73793e-05 8.47876e-05 2.01539e-05 -0.000144745 -0.000352513 0.000184607 0.000356948
internal_weight=0 0.0119027 0.0108059 0.00979425 0.00876364 0.00773983 0.00386468 0.00260945 0.00387515 0.00274839
internal_count=3910 3353 3174 2628 2513 2237 1793 1410 444 311
is_linear=0
shrinkage=0.00196078


Tree=5765
num_leaves=9
num_cat=0
split_feature=403 0 16 4 1 16 4 16
split_gain=1.85068e-05 3.49454e-05 3.02377e-05 4.69328e-05 5.28957e-05 4.58244e-05 5.57261e-05 5.4658e-05
threshold=0.088015000000000024 0.14676000000000003 0.081265000000000018 -0.082509999999999986 1.0000000180025095e-35 -0.09601999999999998 0.015635000000000003 -0.27337499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.019361647764597423 -0.013077195147111751 0.018198350239922993 -0.011870256050038762 -0.019586539684059628 0.0005968534964053058 -0.022816132158063929 0.0073159030533844656 0.030701959520999307
leaf_weight=0.0012982026973733778 0.0010060341472741549 0.0010759074456563869 0.0019639160520956251 0.0012886572772694317 0.0015056706609765267 0.0011351921947679946 0.0013362182857045277 0.0010060315649562971
leaf_count=546 343 76 637 1101 363 577 150 117
internal_value=0 0.00111438 -0.000813564 0.00205493 -0.00152741 0.00314277 -0.00652464 0.0126551
internal_weight=0 0.0106098 0.00953389 0.00756997 0.00627177 0.00498311 0.00247141 0.0025117
internal_count=3910 3567 3491 2854 2308 1207 727 480
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=10
num_cat=0
split_feature=50 4 2 48 52 43 0 4 0
split_gain=1.72765e-05 4.69953e-05 4.209e-05 4.40977e-05 4.24066e-05 4.58609e-05 9.50305e-05 3.09799e-05 7.42947e-05
threshold=0.088425000000000017 0.28937500000000005 0.113945 0.091555000000000011 -0.088354999999999989 -1.0000000180025095e-35 -0.077944999999999987 -0.078484999999999985 -0.10303999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -9
right_child=-2 -3 -4 -5 5 7 -8 8 -10
leaf_value=-0.015984051118009428 -0.012456415768029116 0.019444906063644934 -0.019653525415928658 0.020352918184037342 -0.029541673883243514 -0.0029248915411934605 0.012998277908854664 -0.00021178486642395246 0.036673994005371593
leaf_weight=0.0016033409161843905 0.0010312785580164447 0.0012337719161381643 0.0011042992320213644 0.0010429780064057552 0.0010966253407294635 0.001264563263253869 0.0010076670739226762 0.0011896884603426749 0.0010093410719426675
leaf_count=538 689 396 310 242 967 171 265 137 195
internal_value=0 0.00110447 -0.00132381 0.0011404 -0.00165386 0.0024727 -0.00917088 0.00954671 0.0167186
internal_weight=0 0.0105523 0.0093185 0.0082142 0.00717123 0.00556789 0.00210429 0.00346359 0.00219903
internal_count=3910 3221 2825 2515 2273 1735 1232 503 332
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 4 3 4 0
split_gain=4.76225e-05 8.51307e-05 3.96392e-05 7.98834e-05 7.26072e-05 9.066e-05 3.68003e-05 7.12812e-05 3.30479e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11290500000000002 0.10393500000000001 0.15927500000000003 -0.048154999999999996 -1.0000000180025095e-35 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00045819238167271319 -0.00040551654528616569 0.00052617210000270077 -0.00035056166774348875 0.00047137588722225021 -0.00054604242342651602 0.00050269702767989904 0.00040291033400579761 -0.00024899887714033688 -4.3621161923755886e-05
leaf_weight=0.0013867968610313832 0.001044526099870483 0.0011994445630454922 0.0012669284242906248 0.001291105129409398 0.0010087171221864148 0.0012163019376192534 0.0013137299286624881 0.0012665434038745742 0.0015833014901996854
leaf_count=1419 161 287 395 418 238 216 193 117 466
internal_value=0 3.17063e-05 -2.56884e-05 1.97085e-05 -5.52909e-05 1.7866e-05 -8.83793e-05 8.29166e-05 -0.000237193
internal_weight=0 0.0115329 0.0103334 0.0090665 0.00777539 0.00676667 0.00555037 0.00258027 0.0029701
internal_count=3910 3749 3462 3067 2649 2411 2195 310 1885
is_linear=0
shrinkage=0.00196078


Tree=5768
num_leaves=8
num_cat=0
split_feature=43 52 16 4 48 13 0
split_gain=2.04612e-05 4.5733e-05 5.16873e-05 3.86641e-05 5.10024e-05 7.28543e-05 6.11711e-05
threshold=-0.062599999999999989 -0.088779999999999984 -0.17157499999999998 -0.34687499999999999 0.087945000000000009 -0.014114999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=0.021185476467405477 -0.019054173374089975 0.015968882223681698 -0.012354595049445973 -0.014392442411440335 -0.015413270154769879 0.0010162463271152083 0.028263914281545805
leaf_weight=0.0012896112037311795 0.0012735722637549169 0.0010357096347001302 0.0017049095069528466 0.0013366967967595408 0.0015889992064593208 0.0018359964092285604 0.001494678488077368
leaf_count=468 227 226 1068 977 275 189 480
internal_value=0 0.00565642 -0.00165085 -0.00317208 6.09432e-05 0.00532911 0.0132439
internal_weight=0 0.00403023 0.00274062 0.00752994 0.00625637 0.00466737 0.00333067
internal_count=3910 1762 1294 2148 1921 1646 669
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 15 42 52 15 2
split_gain=7.51027e-05 5.77801e-05 9.74916e-05 0.000108774 8.26985e-05 6.22073e-05 0.000109465 4.84223e-05 4.73419e-05 3.94435e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.091210000000000013 -0.055684999999999991 -0.021529999999999997 0.08401500000000002 -0.11051499999999999 -0.095799999999999982 0.10274500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -7 -6 9 -2
right_child=1 -3 3 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00052087376873740353 -0.00026170422921634775 -0.00040988245612707174 0.00056638353412047317 0.00076878636000125931 0.0001473204362044324 -0.00068229369183949221 0.00014812433564647372 -0.00043119455437177877 0.0003861946551908693 0.00020114491724147158
leaf_weight=0.0010376779140267535 0.0017189826994113903 0.0010565523676224061 0.0010058140248405904 0.0013051992873268099 0.0012514906963673907 0.0014248291529326868 0.0010675641927770196 0.0010013207131773594 0.0012395421973105214 0.0012034561485076284
leaf_count=627 288 480 353 125 376 538 350 243 321 209
internal_value=0 2.84754e-05 6.97608e-05 0.00029048 9.89014e-05 -8.16172e-05 -0.000326602 -0.000109816 6.50913e-05 -7.11036e-05
internal_weight=0 0.0122748 0.0112182 0.00456382 0.00325863 0.00665437 0.00249239 0.00225281 0.00416198 0.00292244
internal_count=3910 3283 2803 1097 972 1706 888 619 818 497
is_linear=0
shrinkage=0.00196078


Tree=5770
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 48 3 12 1 3
split_gain=5.26007e-05 9.86356e-05 7.5001e-05 6.53485e-05 0.000120274 4.90903e-05 3.91613e-05 4.63812e-05 0.000107219 4.99629e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.14868999999999996 0.11230000000000001 0.090910000000000005 -0.10315499999999998 0.086935000000000012 0.085410000000000014 0.076695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11
leaf_value=0.00058753733883455954 -0.0004313349740324856 0.00049598682090165591 -0.00053610429528655088 0.0002877012582163363 -0.00062382441194122379 0.00045523176852810341 0.00052721995737494418 -0.00035873894740096209 0.00010487454397846966 -0.00047684007915598485
leaf_weight=0.0010995344811499759 0.0010415878183419386 0.0010100628394597187 0.0010156332502661925 0.0013853821832262268 0.0011421035593829074 0.0010371637041133802 0.0011676647557480203 0.0016134530219080578 0.0010708977742865406 0.0012079843548437608
leaf_count=179 557 322 546 247 282 194 519 777 170 117
internal_value=0 2.84144e-05 -2.9309e-05 2.41143e-05 -3.11484e-05 5.93152e-05 -4.39408e-06 -8.43671e-05 4.40762e-05 -0.000203479
internal_weight=0 0.0117499 0.0106503 0.00963471 0.00862465 0.00748255 0.00644538 0.00506 0.00344655 0.00227888
internal_count=3910 3353 3174 2628 2306 2024 1830 1583 806 287
is_linear=0
shrinkage=0.00196078


Tree=5771
num_leaves=10
num_cat=0
split_feature=48 48 403 3 42 4 0 4 4
split_gain=4.75122e-05 9.45859e-05 3.95584e-05 6.11359e-05 5.85255e-05 6.54208e-05 8.56716e-05 4.86662e-05 7.89087e-05
threshold=0.11930500000000001 0.092755000000000018 0.088015000000000024 -0.10315499999999998 0.092635000000000009 -0.082509999999999986 -0.10071499999999999 0.0057500000000000008 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10
leaf_value=0.00031821596113954453 -0.00040290169216330583 0.00054201780343649691 -0.00038962839247020422 0.00032267535490409794 -0.00051196277994470781 -0.00025991967316643346 -0.000497074953001115 0.00060421414196267583 -0.00015038469412783124
leaf_weight=0.0019573656112594666 0.0010676949453399471 0.001237424384893643 0.0010628191191945314 0.0017428899264977293 0.0010017424532137486 0.0011839015807003309 0.0015704139869550677 0.0010914203156265482 0.0010409179555791019
leaf_count=409 161 287 322 487 573 146 1252 79 194
internal_value=0 2.88992e-05 -3.07118e-05 9.07098e-06 -7.02223e-05 -3.4741e-06 -0.0001198 5.88601e-05 0.000235851
internal_weight=0 0.0118889 0.0106515 0.00958865 0.00763129 0.00662954 0.00488665 0.00331624 0.00213234
internal_count=3910 3749 3462 3140 2731 2158 1671 419 273
is_linear=0
shrinkage=0.00196078


Tree=5772
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 43 15 42 15 15
split_gain=7.82978e-05 7.65141e-05 8.83702e-05 0.000131854 7.68291e-05 7.31263e-05 5.59883e-05 0.000109007 6.36365e-05 4.98431e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.059294999999999994 -0.074254999999999988 -0.021529999999999997 0.08401500000000002 -0.095799999999999982 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 9 -2
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00052580602219078987 0.00024681710471650069 -0.00046871778722919368 0.00055194630358199525 0.0008543110750611479 0.00019553688111554677 -0.00049858865560617287 -0.00064742182968126588 0.0001832062280949399 0.00044484562662084254 -0.00028182031697153025
leaf_weight=0.001033223803360731 0.0011036449977417317 0.0010551948851647763 0.0010029158023503407 0.0011907413337451933 0.0013974637391998607 0.0010018540392836069 0.0014269884536135214 0.0010576495610004006 0.0012661012558528896 0.0018108571358162804
leaf_count=627 324 480 348 117 309 323 538 350 321 173
internal_value=0 3.61524e-05 8.34722e-05 0.000292743 9.6201e-05 -9.43007e-05 -6.0735e-05 -0.000293844 7.78074e-05 -8.16393e-05
internal_weight=0 0.0123134 0.0112582 0.00459297 0.00340223 0.00239932 0.00666524 0.00248464 0.0041806 0.0029145
internal_count=3910 3283 2803 1097 980 632 1706 888 818 497
is_linear=0
shrinkage=0.00196078


Tree=5773
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 52 12 15
split_gain=7.35233e-05 5.74222e-05 0.000100736 6.70184e-05 0.000111989 8.19393e-05 8.86732e-05 9.17718e-05 6.13065e-05 4.44246e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -0.053439999999999994 -0.017214999999999998 -0.074484999999999982 0.088325000000000015 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -5 -9
right_child=1 -3 -4 8 5 6 -8 9 -10 -11
leaf_value=-0.00051536451909972244 0.00054525491850580246 -0.00040660845008232664 0.00056119005053977325 -0.0006296649861876869 -0.00053952436517345072 -0.00056745080394919047 0.00057073714478424892 0.00044545213340790169 3.138618698858707e-05 -8.1815945197184805e-05
leaf_weight=0.0010090387768625702 0.0016390889810429235 0.0010307971636690063 0.0014377497818144026 0.0010800256812668939 0.0010212188340595965 0.0010313669244032316 0.0010650097580170961 0.0010095483129188318 0.0010775044177849999 0.0015694237327941521
leaf_count=627 281 480 508 466 431 155 137 204 463 158
internal_value=0 3.57913e-05 7.751e-05 4.25626e-06 9.36032e-05 -3.63518e-05 7.35543e-05 -7.3109e-05 -0.000299526 0.000124585
internal_weight=0 0.0119617 0.0109309 0.00949319 0.00733566 0.00569657 0.00467535 0.00361034 0.00215753 0.00257897
internal_count=3910 3283 2803 2295 1366 1085 654 517 929 362
is_linear=0
shrinkage=0.00196078


Tree=5774
num_leaves=9
num_cat=0
split_feature=403 159 0 43 3 16 16 2
split_gain=1.75439e-05 3.36847e-05 4.67218e-05 3.33613e-05 6.85076e-05 6.6034e-05 0.00012084 8.61987e-05
threshold=0.088015000000000024 -1.0000000180025095e-35 0.14676000000000003 -0.053009999999999995 -0.076734999999999984 -0.19424999999999998 0.041215000000000009 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -7
right_child=-2 2 -4 5 -6 6 -8 -9
leaf_value=-0.015718735215568935 -0.012734973781683671 -0.0029401667755588382 0.023055905340676044 -0.021508592988343983 0.027549869693339224 -0.0017652824870477751 -0.026501105538069187 0.033429499329181774
leaf_weight=0.0010735992611622799 0.0010063771195334805 0.0019161334518939047 0.0010323086625089557 0.0015675752032776602 0.0011974508363331643 0.0016056340153769362 0.00103040653886233 0.0012282145152837163
leaf_count=602 343 914 65 296 406 643 311 330
internal_value=0 0.00107799 0.00296079 0.000533246 0.00878597 -0.00419731 0.0028252 0.0134884
internal_weight=0 0.0106513 0.00957772 0.00854541 0.00311358 0.00543183 0.00386426 0.00283385
internal_count=3910 3567 2965 2900 1320 1580 1284 973
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=8
num_cat=0
split_feature=4 151 4 0 2 2 4
split_gain=1.62436e-05 2.93438e-05 3.61959e-05 5.04344e-05 4.75099e-05 4.23655e-05 0.000101527
threshold=0.27020000000000005 -0.024429999999999997 -0.0021099999999999995 -0.10071499999999999 0.086775000000000005 0.106285 -0.08422499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.010166715067779582 0.0091316078721419957 -0.020575511444850123 0.010652840619039289 -0.028644766847400711 -0.017934084382799819 0.018399353950811589 0.013080222780565835
leaf_weight=0.0017439554191276156 0.0016367913502711258 0.0017915420927401191 0.0011938457017336079 0.0011804594014728827 0.0011331985904608356 0.0011392536266057389 0.0017937242475699732
leaf_count=556 472 636 86 509 173 292 1186
internal_value=0 -0.00161656 -0.00411285 -0.0118087 -0.00326811 0.00160058 -0.0037374
internal_weight=0 0.00997598 0.00823202 0.0035075 0.00232704 0.00472452 0.00358527
internal_count=3910 3438 2882 768 259 2114 1822
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=11
num_cat=0
split_feature=484 133 16 52 16 157 51 52 13 52
split_gain=8.147e-05 8.24803e-05 9.67105e-05 0.00015129 7.43137e-05 6.83928e-05 6.16756e-05 9.57865e-05 7.93894e-05 5.86958e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.072359999999999994 -0.062539999999999984 0.088715000000000002 0.084240000000000023 -0.083924999999999986 -0.096614999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 7 8 -2 -7
right_child=1 -3 3 -5 -6 9 -8 -9 -10 -11
leaf_value=-0.00052571299936956238 0.00043990244802123252 -0.00048167474353732283 0.00052368090844849937 0.00090121636112928689 -0.00053925837823280839 0.00019310099212517304 0.00045636611599228293 -0.00055058623853481521 -0.00015981047962571653 -0.00042241001482802392
leaf_weight=0.0010678248868389332 0.0014727065938822509 0.0010708208360982003 0.0010072096557754121 0.0012118638516005354 0.0010575047371175258 0.0013187157895706676 0.001048229911748722 0.0011882213641312041 0.0020027941594463129 0.0010863541469061171
leaf_count=627 256 480 341 117 293 401 234 552 371 238
internal_value=0 3.86098e-05 8.75084e-05 0.000306082 -6.17967e-05 9.47211e-05 2.66e-05 -6.99953e-05 9.43115e-05 -8.49212e-05
internal_weight=0 0.0124644 0.0113936 0.00462414 0.00676946 0.00341228 0.00571195 0.00466372 0.0034755 0.00240507
internal_count=3910 3283 2803 1097 1706 980 1413 1179 627 639
is_linear=0
shrinkage=0.00196078


Tree=5777
num_leaves=8
num_cat=0
split_feature=16 15 15 2 2 0 0
split_gain=1.59464e-05 7.822e-05 6.89907e-05 3.36607e-05 4.20732e-05 5.13894e-05 9.91649e-05
threshold=-0.49150499999999991 -0.14097499999999996 -0.10071499999999999 0.11043500000000002 0.095195000000000016 -0.066689999999999985 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.0090563557257553832 -0.027619366670957896 0.024862221545487631 0.013282857292960372 0.011366737147165427 -0.019435751317428127 0.015331753135452873 -0.021830236160690172
leaf_weight=0.0016352924368123805 0.0010352799438331289 0.0011004992049296553 0.001372026248437852 0.001542357106555153 0.0015477233028894765 0.0014384398844391327 0.0019437736209711141
leaf_count=341 403 135 154 410 460 244 1763
internal_value=0 -0.00159691 0.00141495 -0.00187453 -0.00511523 -0.000453238 -0.00730099
internal_weight=0 0.0099801 0.00894482 0.00784432 0.00630196 0.00475424 0.0033158
internal_count=3910 3569 3166 3031 2621 2161 1917
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=11
num_cat=0
split_feature=484 48 48 157 13 13 1 1 16 43
split_gain=9.96139e-05 7.63566e-05 0.000105257 4.83384e-05 5.20974e-05 5.75328e-05 6.69352e-05 0.000124103 8.00663e-05 4.67058e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.092755000000000018 -0.062769999999999979 -0.094679999999999986 -0.016579999999999998 0.090820000000000012 0.11198000000000001 -0.089559999999999987 0.070805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 -6 8 -8 -7 -5
right_child=1 -3 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.00059827367374808713 0.00041783316642153979 -0.00046361631671751785 0.00062733632666588828 -5.3020988376671791e-05 -0.00042463156157169818 0.00050628692625349491 -0.00063852185052198853 0.00023294034741156352 -0.00013394600872312172 0.00052442494097624213
leaf_weight=0.0010032828711303782 0.0010772483363843026 0.0010473476638659914 0.0012473322181603503 0.0010388251155395755 0.001633149350448026 0.0015301308939176285 0.0013762190345342948 0.0011560110562165503 0.0014748400265331739 0.0011182055363000171
leaf_count=612 398 137 222 205 1046 190 282 147 569 102
internal_value=0 4.3511e-05 8.90947e-05 2.45689e-05 -2.08504e-05 -0.000101224 -5.83832e-06 -0.000240683 0.000192061 0.000246327
internal_weight=0 0.0126993 0.011652 0.0104046 0.00932738 0.00717035 0.0055372 0.00253223 0.00300497 0.00215703
internal_count=3910 3298 3161 2939 2541 2234 1188 429 759 307
is_linear=0
shrinkage=0.00196078


Tree=5779
num_leaves=9
num_cat=0
split_feature=47 16 52 2 43 12 2 2
split_gain=1.84129e-05 6.1114e-05 5.23044e-05 6.14327e-05 6.4227e-05 4.83958e-05 5.71756e-05 6.05658e-05
threshold=0.11926500000000002 -0.49150499999999991 0.11401500000000002 0.106285 0.0033500000000000005 0.093125000000000013 0.087005000000000013 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.020032012684167193 -0.013052436446102988 -0.0087577876816341271 -0.023057434426942951 0.017327337258303512 -0.026012241134172637 0.019914906541807886 -0.018262449412129341 0.022365328941867848
leaf_weight=0.001473462946375812 0.0010014031789086367 0.0013636765546860821 0.0010372314085394128 0.0017591518422330156 0.0010795343099649548 0.0010550700280163097 0.0016905100129871713 0.0011547066633531503
leaf_count=310 145 451 531 537 412 340 645 539
internal_value=0 0.00113275 -0.00191405 0.000792541 -0.00379282 0.000763944 -0.00403675 0.00551251
internal_weight=0 0.0106133 0.00913988 0.00810265 0.0063435 0.00526396 0.00420889 0.00251838
internal_count=3910 3765 3455 2924 2387 1975 1635 990
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 2 16 42 12
split_gain=9.02859e-05 6.01802e-05 9.0732e-05 8.33304e-05 8.87504e-05 7.56003e-05 8.3847e-05 7.92477e-05 4.39049e-05 2.0265e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.086545000000000025 -0.089864999999999987 0.083815000000000014 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 8 9 -10 -11
leaf_value=-0.00057044736457542852 -0.00050283095539742188 -0.00042750862140408281 0.00060251535620940992 -0.0005331365464541427 0.00051159250022607362 -0.00039708316475005285 0.0001423070381425174 0.00029626594941106743 0.00066422232551138077 -6.8142496580621864e-05
leaf_weight=0.001042302678672744 0.0010751565534249221 0.0010121231058117059 0.0011153147789804948 0.0011428896073384675 0.0014925277321133149 0.0015544519824192016 0.0015014971231950571 0.0010643842995405311 0.0010551697704052655 0.0013073887911758363
leaf_count=627 261 137 368 263 117 498 413 81 393 752
internal_value=0 3.0556e-05 7.15522e-05 1.34571e-05 7.43335e-05 -1.12474e-05 8.75388e-05 -0.00010899 0.000357708 9.53936e-05
internal_weight=0 0.0123209 0.0113088 0.0101935 0.00911831 0.00762578 0.00607133 0.00351466 0.00255667 0.00237177
internal_count=3910 3283 3146 2778 2517 2400 1902 1096 806 833
is_linear=0
shrinkage=0.00196078


Tree=5781
num_leaves=11
num_cat=0
split_feature=484 159 160 403 52 15 2 13 49 47
split_gain=8.17618e-05 5.7969e-05 4.40263e-05 6.12203e-05 5.58957e-05 5.68154e-05 0.000136607 0.000196517 8.17155e-05 9.10148e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.087440000000000004 0.10433000000000002 -0.07142999999999998 0.10362500000000001 -0.070604999999999987 -0.047894999999999993 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -7 -4 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11
leaf_value=-0.00054375012394123972 -0.00036500437364279985 0.00043137850591292879 0.00029186969157524222 -0.00041919973303795465 0.00048307151371145088 0.0010671218537110063 -0.00039885374935897175 8.8499849762260321e-06 -0.00072593426947630598 5.674934470956081e-05
leaf_weight=0.0010052317314913793 0.0011866180669772132 0.0012882915255552135 0.0010461449417622573 0.0010170921615181234 0.0011944604458261334 0.00108742712757927 0.0011131213340272155 0.0017771753176380729 0.0012525572408052402 0.0010501011572670832
leaf_count=627 529 400 145 267 172 303 276 705 365 121
internal_value=0 3.8383e-05 -8.82512e-06 3.54866e-05 8.97594e-05 2.56368e-05 0.000184068 0.000410579 -0.000162549 -0.000369
internal_weight=0 0.012013 0.0107247 0.00953808 0.00852099 0.00732653 0.00397772 0.0028646 0.0033488 0.00230266
internal_count=3910 3283 2883 2354 2087 1915 1284 1008 631 486
is_linear=0
shrinkage=0.00196078


Tree=5782
num_leaves=9
num_cat=0
split_feature=2 160 0 12 4 16 4 1
split_gain=1.72493e-05 4.39145e-05 5.63683e-05 7.11978e-05 4.88031e-05 3.40879e-05 3.40663e-05 5.63871e-05
threshold=0.086545000000000025 0.088785000000000017 -0.13506999999999997 0.095295000000000019 -0.078484999999999985 -0.42360999999999993 -0.0010999999999999996 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 -1 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=0.0048508216707449543 -0.00043254862229693733 0.018748354101218376 0.0017257443337684855 -0.015222941157084256 0.027897098008900941 -0.025591107686202198 -0.028279624291443286 0.0032768002138849599
leaf_weight=0.0018269175010739167 0.0010074324127399786 0.0013963449544276739 0.0014525364836691986 0.0011167938643140644 0.0013985523953790712 0.0011571340956272765 0.0012079660931536488 0.0010658906566158965
leaf_count=1178 153 290 367 524 764 202 240 192
internal_value=0 0.00274313 -0.000901228 0.00617996 0.0145636 -0.0138818 -0.00531755 -0.0134873
internal_weight=0 0.00752879 0.00613245 0.00396788 0.00285109 0.00216457 0.00410077 0.00227386
internal_count=3910 2300 2010 1655 1131 355 1610 432
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=10
num_cat=0
split_feature=13 39 48 457 3 4 1 1 13
split_gain=1.77821e-05 3.89827e-05 6.91807e-05 4.32116e-05 4.47952e-05 4.77759e-05 5.85067e-05 7.03208e-05 1.88545e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 0.082870000000000013 0.090325000000000003 0.074650000000000008 0.090540000000000023 1.0000000180025095e-35 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.010565821089840471 -0.018411082012712951 0.015395030897576803 -0.027539717155410561 0.015966339747449182 -0.023060955571801756 0.015705214088085531 -0.025778742128147694 0.022755762475177244 0.00056712454419154015
leaf_weight=0.0013797147390517467 0.0010806933841821631 0.0012009851066874409 0.0010791287745259533 0.0013200139445283731 0.0010255678793318641 0.0013951636796786394 0.0010747557134584093 0.0010238548987602943 0.0010152929248843717
leaf_count=210 1320 419 126 214 152 287 503 388 291
internal_value=0 -0.00152919 -0.00378397 -0.000553426 -0.00384976 -0.000325031 -0.00565685 0.00127496 -0.00921806
internal_weight=0 0.0102155 0.00901447 0.00793534 0.00661533 0.00558976 0.0041946 0.00311984 0.00209599
internal_count=3910 3700 3281 3155 2941 2789 2502 1999 1611
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=11
num_cat=0
split_feature=133 13 150 4 160 133 52 47 2 2
split_gain=9.04395e-05 9.96233e-05 4.40601e-05 0.000101778 8.85547e-05 8.54978e-05 9.25183e-05 0.000136795 0.000109811 9.85913e-05
threshold=0.10681500000000001 -0.26418499999999995 -1.0000000180025095e-35 0.27608500000000008 -1.0000000180025095e-35 -0.0023199999999999996 0.048490000000000012 0.09550500000000002 0.086545000000000025 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 -7 -10
right_child=-2 2 3 -5 5 6 -8 -9 9 -11
leaf_value=0.00057419962557541304 -0.00057123970279202832 -0.00040618416074775151 -0.0004715845656194226 0.00051836745211397402 -0.00041792949366135506 -0.00070215977891448949 0.00053445107427346045 0.00061350482113170176 0.00050510842983949548 -0.00032126918891094337
leaf_weight=0.0012179414565647992 0.0010005441410963585 0.0010129561755204087 0.0016031068213971144 0.0013780921675075582 0.0013052459611395586 0.0011283008981497885 0.0016310109237958892 0.0010292698508504727 0.0010025918078614016 0.0012434905767344205
leaf_count=181 545 155 899 313 798 248 209 83 173 306
internal_value=0 4.13148e-05 -1.59482e-05 2.23512e-05 -5.40834e-05 3.71029e-05 0.000135522 -1.22315e-05 -0.000203096 4.76039e-05
internal_weight=0 0.012552 0.0113341 0.0103211 0.00894302 0.00733991 0.00603466 0.00440365 0.00337438 0.00224608
internal_count=3910 3365 3184 3029 2716 1817 1019 810 727 479
is_linear=0
shrinkage=0.00196078


Tree=5785
num_leaves=9
num_cat=0
split_feature=4 52 1 1 15 2 13 4
split_gain=1.75901e-05 2.81771e-05 3.2728e-05 4.61021e-05 3.84326e-05 4.86072e-05 2.31431e-05 6.56084e-05
threshold=0.28937500000000005 0.14114500000000005 0.12090000000000002 0.10386500000000001 -0.0063699999999999989 0.087005000000000013 -0.016579999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8
right_child=-2 -3 -4 -5 6 -7 7 -9
leaf_value=0.00068488990761033947 0.010123664668522091 0.013133172194672733 -0.019724944467643897 0.017086661976610084 -0.0065081215049898195 -0.027439463815000387 -0.008363743422599516 0.025798596766277111
leaf_weight=0.0011508907811937957 0.0014734244546928234 0.0011544672398073686 0.001087697430757764 0.0011711197545053184 0.0019840108797809794 0.0013185731666523807 0.001151964220876699 0.0010979933114842223
leaf_count=352 426 481 149 274 753 762 452 261
internal_value=0 -0.0015712 -0.00346533 -0.00121942 -0.00441758 -0.0143321 0.0013651 0.00830769
internal_weight=0 0.0101167 0.00896225 0.00787455 0.00670343 0.00246946 0.00423397 0.00224996
internal_count=3910 3484 3003 2854 2580 1114 1466 713
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 159 0 0 2 1
split_gain=8.70657e-05 0.000112138 4.65646e-05 8.76256e-05 0.000149828 6.23239e-05 5.05152e-05 6.10679e-05 4.94864e-05 2.50445e-05
threshold=0.10681500000000001 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 0.081445000000000017 -0.070894999999999986 -0.10071499999999999 0.083715000000000026 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5 -8
right_child=-2 2 -4 4 -6 -7 9 -9 -10 -11
leaf_value=0.00060987494897028294 -0.00055912449241907907 0.00056531332229214741 -0.00040734102914430652 0.00046155828183151829 -0.00066708179919584463 -0.0003954323367709072 0.00059123640527515521 -0.00030609068889648106 -3.4002645875277378e-05 0.00016139918622142649
leaf_weight=0.0011944937033788574 0.0010129041079160002 0.0010166950344798207 0.0010891025373201369 0.0013129966608353995 0.0012674701500227136 0.0010085391402087571 0.0010658682582499728 0.001539074119163973 0.0018898172467152134 0.0010197536405393672
leaf_count=181 545 308 550 73 284 354 153 1046 242 174
internal_value=0 3.87565e-05 -2.21033e-05 1.93546e-05 -4.16189e-05 5.95489e-05 0.000126757 1.49032e-05 0.000169153 0.00038107
internal_weight=0 0.0124038 0.0112093 0.0101202 0.00910352 0.00783605 0.00682751 0.00474189 0.00320281 0.00208562
internal_count=3910 3365 3184 2634 2326 2042 1688 1361 315 327
is_linear=0
shrinkage=0.00196078


Tree=5787
num_leaves=9
num_cat=0
split_feature=0 42 4 47 0 12 48 0
split_gain=1.74137e-05 5.03301e-05 4.11832e-05 3.40818e-05 4.04968e-05 7.22234e-05 4.80102e-05 1.52329e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.49269499999999994 0.087850000000000025 -0.13506999999999997 0.089855000000000004 0.086215000000000014 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -3 -5
right_child=2 3 -4 7 5 -7 -8 -9
leaf_value=-0.01907456735162065 -0.0078798848671279131 0.0075152622270524844 0.018788974008007792 -0.018691440321219596 4.0216185498947646e-05 0.032449037173449505 -0.018791849774441038 -0.001495339325460871
leaf_weight=0.0014610463423273294 0.0010005583777754202 0.0017012079547718702 0.0013744889693383974 0.0010027602734296855 0.0016370565922540139 0.0011856364112696187 0.0011714044692228793 0.00105933681364115
leaf_count=1005 178 284 268 105 1077 611 126 256
internal_value=0 -0.00204863 0.00755393 0.00115808 0.00514648 0.0136531 -0.00321235 -0.00985749
internal_weight=0 0.00921845 0.00237505 0.0077574 0.00569531 0.00282269 0.00287261 0.0020621
internal_count=3910 3464 446 2459 2098 1688 410 361
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=9
num_cat=0
split_feature=15 42 403 1 3 12 1 0
split_gain=1.62279e-05 3.11814e-05 7.73682e-05 4.63305e-05 6.43308e-05 4.88076e-05 7.0951e-05 2.86148e-05
threshold=0.091915000000000011 0.088915000000000008 0.03138500000000001 0.094485000000000013 0.11265500000000002 0.085845000000000019 0.079945000000000016 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -3
right_child=-2 7 -4 4 -6 -7 -8 -9
leaf_value=0.021738629652185263 -0.011932707718831998 -0.022054756503747518 0.029529867378715186 0.022963486175962135 -0.0047699517707273896 -0.022542489790322105 -0.01140104496970981 0.0017812089954620002
leaf_weight=0.0010166153361839941 0.0010489919939159773 0.0010020769839081478 0.0010247441412969266 0.0016582838716095822 0.0016875549445278231 0.001340026724413231 0.0017723367971654198 0.0010125617522331772
leaf_count=511 630 498 290 443 238 787 222 291
internal_value=0 0.00111086 0.00376217 0.0002296 0.00897545 -0.00685744 0.000678869 -0.0100747
internal_weight=0 0.0105142 0.00849956 0.00747482 0.00334584 0.00412898 0.00278895 0.00201464
internal_count=3910 3280 2491 2201 681 1520 733 789
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=8
num_cat=0
split_feature=2 160 13 52 3 3 15
split_gain=1.96442e-05 4.05357e-05 4.49983e-05 4.92909e-05 6.61925e-05 3.71578e-05 3.5941e-05
threshold=0.086545000000000025 0.088785000000000017 -0.090744999999999978 0.089525000000000007 0.088060000000000013 -0.078884999999999997 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.01749723417103155 0.012063605764071237 0.018387214660834674 -0.0016219942467336273 0.0076793341658133564 -0.034117999584708666 -0.011271054169246441 0.013071597994710138
leaf_weight=0.0016046660430217977 0.0019320160975070336 0.0013894404385955718 0.0015413471540803667 0.0015536417188990346 0.0010564697774474163 0.0011058556926582743 0.0013432955776340079
leaf_count=1033 346 290 957 536 171 279 298
internal_value=0 0.00297625 -0.000543551 -0.0064107 -0.0148373 -0.00566931 0.00208026
internal_weight=0 0.00747292 0.00608347 0.00415146 0.00259782 0.00405382 0.00244915
internal_count=3910 2300 2010 1664 1128 1610 577
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=9
num_cat=0
split_feature=4 16 2 4 150 1 13 2
split_gain=1.82087e-05 2.94481e-05 3.17755e-05 4.00965e-05 3.77982e-05 3.34468e-05 5.79537e-05 6.24506e-06
threshold=0.28937500000000005 -0.38486499999999996 0.11085000000000002 -0.08422499999999998 0.085285000000000014 0.092550000000000007 -1.0000000180025095e-35 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.017437219794512369 0.010355789006712995 -0.0090278316027236488 0.012608925921879167 -0.00028617015284577464 -0.015191136265268744 -0.0045908487521066554 0.030149254555200934 -0.020172822578534037
leaf_weight=0.0010487133981360282 0.0014647302829558133 0.0010035784841887464 0.0016938648461831277 0.0013833479407848433 0.0010314187835259612 0.0017234015604598559 0.0011422227555224597 0.0010075462562332625
leaf_count=195 426 541 431 1235 223 429 273 157
internal_value=0 -0.00157992 0.000270842 -0.00259537 0.0019811 0.00614958 0.0134787 -0.0146113
internal_weight=0 0.0100341 0.00898538 0.00729152 0.00528039 0.00424897 0.00252557 0.00201112
internal_count=3910 3484 3289 2858 2160 1937 1508 698
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=8
num_cat=0
split_feature=2 150 1 12 12 1 3
split_gain=1.6898e-05 3.991e-05 5.18498e-05 8.76129e-05 3.7121e-05 3.34324e-05 2.36715e-05
threshold=0.086545000000000025 0.085075000000000026 0.10561500000000001 0.081660000000000024 0.095295000000000019 0.090355000000000005 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.017119826320605547 -0.027730945872083607 0.016959864918426038 0.012937587526528316 0.012725767301613306 -0.011502637201954203 0.012869247409457907 -0.0066545562059109071
leaf_weight=0.0014964523244383292 0.0013846798536744941 0.0015654687574622036 0.0018342323305970583 0.0016234371223682079 0.0010358604050948264 0.0010884559467808576 0.0014460176968896948
leaf_count=902 296 327 374 811 492 352 356
internal_value=0 0.00277102 -0.00100772 -0.00733291 0.00328822 -0.00526777 0.00173014
internal_weight=0 0.00744368 0.00587821 0.00404398 0.0026593 0.00403093 0.00253447
internal_count=3910 2300 1973 1599 1303 1610 708
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 151 12 4 16 52
split_gain=8.73567e-05 7.62586e-05 9.31221e-05 0.000153276 6.41593e-05 6.2908e-05 9.60867e-05 0.000159615 8.45481e-05 5.49626e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.054834999999999988 -0.0088999999999999982 0.092365000000000017 0.15927500000000003 -0.092424999999999993 -0.096614999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 8 -7 -6
right_child=1 -3 3 -5 9 6 -8 -9 -10 -11
leaf_value=-0.00055958716737520783 -0.00042904765469708539 -0.00047082331299801183 0.00050245512128851576 0.00090689368938487219 0.0001781557260849072 -0.00048106666457636572 -0.00047521030507654871 0.00082118444342311992 0.00020671717795331905 -0.00042540520509213176
leaf_weight=0.0010207454823785928 0.0014244293447627987 0.0010360842612961501 0.0010005387090080736 0.0011861055708038649 0.0013033147984825423 0.0011259852191169691 0.0011012501866709398 0.0010834052163879895 0.0017632069776863165 0.0010453254043230932
leaf_count=627 238 480 356 117 393 268 324 247 629 231
internal_value=0 3.77894e-05 8.55496e-05 0.000301173 8.66576e-05 -6.49383e-05 3.72816e-05 0.00017935 -6.13281e-05 -9.04753e-05
internal_weight=0 0.0120696 0.0110336 0.00453528 0.00334918 0.00649828 0.00507385 0.0039726 0.00288919 0.00234864
internal_count=3910 3283 2803 1097 980 1706 1468 1144 897 624
is_linear=0
shrinkage=0.00196078


Tree=5793
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 0 1 4 16
split_gain=4.65624e-05 8.5462e-05 7.88692e-05 0.0001526 4.86238e-05 6.00962e-05 5.78513e-05 7.34151e-05 8.10031e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 -0.06402999999999999 0.092550000000000007 0.0021050000000000005 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00051700271392636531 -0.00040489062053575893 0.00051334967712302493 0.0001465402438091397 0.00060332443894526233 -0.00035811909824229777 0.00040639487659697505 -0.00049273322273439091 0.00046638149097796042 -0.00054703058422419148
leaf_weight=0.0011230643548951645 0.0010182565645806873 0.0012658375653794548 0.0015285180603129115 0.0015106559852592384 0.0018213127117280951 0.001169595409223078 0.0010632875240837291 0.0010451440234259292 0.0011231062764747539
leaf_count=275 161 388 533 130 692 161 282 217 1071
internal_value=0 3.23428e-05 -2.62893e-05 3.32146e-05 -7.78993e-05 8.17118e-06 -8.96765e-05 2.62531e-05 -0.000147225
internal_weight=0 0.0116505 0.0103847 0.00926162 0.00775096 0.00592965 0.00476006 0.00369677 0.00265162
internal_count=3910 3749 3361 3086 2956 2264 2103 1821 1604
is_linear=0
shrinkage=0.00196078


Tree=5794
num_leaves=12
num_cat=0
split_feature=484 133 40 42 160 1 3 4 3 15 15
split_gain=0.000110125 0.000116454 0.000100207 9.00352e-05 6.47757e-05 7.45629e-05 7.54487e-05 0.000106125 0.000107021 5.36173e-05 0.000148858
threshold=-0.0043499999999999988 0.10681500000000001 -0.078179999999999986 -0.089744999999999978 0.098455000000000015 0.092550000000000007 -0.100615 0.015635000000000003 0.084925000000000014 -0.15202999999999997 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -7 -11
right_child=1 -3 3 4 -6 9 7 -9 -10 10 -12
leaf_value=-0.00063871592514010459 0.00067714135259135317 -0.00060905919984360673 -0.00049510605193714061 0.00071486988776016608 -0.00037149832526310838 0.0002949293852455955 -0.00036216926226674979 0.00070856029949867868 0.00042284398798074149 -0.00075748208020165854 0.00018385825760292314
leaf_weight=0.0010172149390365306 0.0010068107462592344 0.0010072589368533445 0.0011234562741405359 0.0012711404573085782 0.001041842549080514 0.0011291929814021681 0.0016109564757481828 0.0010018316915189262 0.0011403136594189262 0.0011217153042125121 0.0015224553968992568
leaf_count=612 261 472 332 129 120 226 1006 156 84 133 379
internal_value=0 3.12525e-05 8.51351e-05 3.07665e-05 9.081e-05 0.000145558 0.000301995 0.000162158 -3.68063e-05 -6.27374e-05 -0.000215479
internal_weight=0 0.012977 0.0119697 0.0109629 0.00983945 0.00879761 0.00502424 0.0037531 0.00275127 0.00377336 0.00264417
internal_count=3910 3298 2826 2565 2233 2113 1375 1246 1090 738 512
is_linear=0
shrinkage=0.00196078


Tree=5795
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 0 42 1 13 4
split_gain=6.60978e-05 0.000111231 7.88136e-05 9.05362e-05 0.000115059 5.96613e-05 7.16534e-05 6.08801e-05 0.000104315 7.73986e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 -0.017269999999999997 -1.0000000180025095e-35 0.086560000000000012 -0.075169999999999987 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -9
right_child=-2 2 -4 4 -6 -7 7 9 -10 -11
leaf_value=0.00062743817785780099 -0.00048427967338992282 0.00058435158103874803 -0.00054719057447274566 -0.00046136878151768984 -0.0006057986176747841 0.00045117165149516066 -0.00010210117003777167 -0.00054495458719457774 0.00071698867875070581 0.00014077032603648567
leaf_weight=0.0011071779722200198 0.0010204785054551179 0.0010102527365533241 0.0010082072345673184 0.0011677339020724738 0.0011767730430571255 0.0012165324691223922 0.001203896099605454 0.0010370335997541319 0.0011873534010570282 0.0016236582579880407
leaf_count=179 557 308 546 568 282 234 639 321 124 152
internal_value=0 3.59834e-05 -2.56118e-05 2.90329e-05 -3.61027e-05 5.40511e-05 -2.36233e-05 7.75596e-05 0.000304611 -0.000126498
internal_weight=0 0.0117386 0.0106314 0.00962323 0.00861298 0.00743621 0.00621968 0.00505194 0.00239125 0.00266069
internal_count=3910 3353 3174 2628 2320 2038 1804 1236 763 473
is_linear=0
shrinkage=0.00196078


Tree=5796
num_leaves=11
num_cat=0
split_feature=484 48 48 51 40 1 13 2 16 3
split_gain=6.86076e-05 7.25207e-05 0.000100307 5.66811e-05 5.20961e-05 7.46026e-05 8.42243e-05 0.000127163 6.32277e-05 4.52052e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.092755000000000018 0.085845000000000019 -1.0000000180025095e-35 0.11198000000000001 -0.094679999999999986 0.095195000000000016 -0.006474999999999999 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 9 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00050356935929497717 -0.00030407326934159669 -0.0004693748948237812 0.00061095449968938138 -0.00042449071727462985 0.00043533428718385 0.00051516499732302378 -0.00033061956033420063 -0.00058779649649269062 0.00050010876604619238 0.0002260744619996274
leaf_weight=0.0010201561007901492 0.0013075872436784444 0.0010418450716111654 0.0011850856063443166 0.0010447680901567594 0.0014731911510745656 0.0014787807664465346 0.0012313092212919491 0.0014406799231511521 0.0010773910186756067 0.0010298731733179942
leaf_count=627 305 137 222 311 175 257 1040 490 293 53
internal_value=0 2.55706e-05 7.13308e-05 7.9108e-06 5.78907e-05 0.00011911 2.5438e-05 -0.000100911 0.000109192 -7.70689e-05
internal_weight=0 0.0123105 0.0112687 0.0100836 0.00903881 0.00773123 0.00625244 0.00477925 0.00333857 0.00226118
internal_count=3910 3283 3146 2924 2613 2308 2051 1876 1386 1093
is_linear=0
shrinkage=0.00196078


Tree=5797
num_leaves=10
num_cat=0
split_feature=0 1 15 2 0 51 4 16 16
split_gain=1.94544e-05 3.28292e-05 4.88799e-05 3.89266e-05 8.13279e-05 6.62888e-05 3.18972e-05 3.08462e-05 2.16182e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 -0.14136999999999997 0.085845000000000019 -0.48072499999999996 -0.055679999999999993 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 8 -2 -3 -5
right_child=6 3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.026767583226557798 -0.0037582975616958191 0.0010494986909854905 0.0011423774678122579 -0.0012578771607400373 0.030143407127625102 -0.02148422834399167 0.02085052451576859 -0.021070950446336514 0.018725801653925938
leaf_weight=0.0011694068624234851 0.0010485722647087534 0.0015102639705512596 0.0013541007746108694 0.0010420206191237621 0.0011475296897793404 0.0010502299350452359 0.0010583124665804501 0.0010820541808139661 0.0011266323152930363
leaf_count=1054 187 453 842 164 333 100 207 390 180
internal_value=0 -0.00202028 -0.0117912 0.00152306 0.00728594 -0.000862728 0.008603 -0.00818375 0.0091238
internal_weight=0 0.00948224 0.00252351 0.00695873 0.00436641 0.00321888 0.00210688 0.00259232 0.00216865
internal_count=3910 3516 1896 1620 777 444 394 843 344
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 0 47 42 15 49
split_gain=7.78273e-05 9.92451e-05 7.40518e-05 8.45125e-05 0.000117132 6.88895e-05 7.36034e-05 4.33389e-05 0.000195193 6.69898e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.15202999999999997 0.11230000000000001 -0.017269999999999997 0.09252500000000001 0.088465000000000002 0.035895000000000003 -0.04682999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.00058502008710328477 -0.00052218700106183608 0.00055880469619408067 -0.00052543429986576652 -5.9938064646765047e-05 -0.00059737090404056675 0.0004756815864807658 -0.00041464462033013251 0.00042789059325203154 -0.00067087100136655896 0.00056407256101085094
leaf_weight=0.0011348706061634671 0.0010552933223740959 0.001032275094452125 0.0010266672402087637 0.0012028147300959797 0.0012233839128106116 0.0012569204196899711 0.0014520893736489141 0.001113604354398333 0.001192254885287132 0.001469528314598346
leaf_count=179 557 308 546 203 282 234 201 375 586 439
internal_value=0 3.3027e-05 -2.40803e-05 2.76879e-05 -3.3841e-05 5.58422e-05 -2.62233e-05 8.70752e-05 -1.11326e-05 0.000283207
internal_weight=0 0.0121044 0.0109695 0.00994287 0.0089106 0.00768721 0.00643029 0.0049782 0.0038646 0.00267234
internal_count=3910 3353 3174 2628 2320 2038 1804 1603 1228 642
is_linear=0
shrinkage=0.00196078


Tree=5799
num_leaves=10
num_cat=0
split_feature=133 4 12 4 42 15 15 160 0
split_gain=6.92466e-05 7.7234e-05 7.27918e-05 0.000118771 6.30862e-05 5.18129e-05 9.96167e-05 6.1516e-05 5.01676e-05
threshold=0.10599500000000002 -0.41745999999999994 0.092365000000000017 0.08734500000000002 0.088115000000000013 0.079360000000000014 -0.0089749999999999986 -1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10
leaf_value=0.00049196661866920683 -0.00048960947278248114 -0.00045177579637626167 -0.00083661805975610503 5.6624580336385567e-05 0.0004687703287390892 -0.00038521184896155996 0.0005293273842629007 -0.00019949969973636692 0.00028408155307567959
leaf_weight=0.0012619656833504659 0.0010603580603928209 0.0012089752779534326 0.001002959025223178 0.0013328899518173787 0.001260980876371858 0.0011650444827598257 0.0013759996929877975 0.0015099180342421693 0.0018177154637683086
leaf_count=235 557 439 585 157 517 590 218 117 495
internal_value=0 3.32483e-05 -2.09826e-05 -0.000326913 6.47158e-05 -7.27207e-06 6.71987e-05 -7.29696e-05 6.46559e-05
internal_weight=0 0.0119364 0.0106745 0.00233585 0.00833863 0.00707765 0.00591261 0.00453661 0.00332763
internal_count=3910 3353 3118 742 2376 1859 1269 1051 612
is_linear=0
shrinkage=0.00196078


Tree=5800
num_leaves=8
num_cat=0
split_feature=11 4 1 13 4 4 15
split_gain=1.97141e-05 3.2082e-05 3.35449e-05 7.07522e-05 6.82349e-05 6.48788e-05 4.2866e-05
threshold=0.077330000000000024 -0.39075499999999991 1.0000000180025095e-35 -0.0010249999999999997 0.0057500000000000008 0.074650000000000008 0.083935000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.014966683590227032 -0.012911211702700856 -0.021701543378966043 0.018760043016715564 -0.022037445821832903 0.023013131040019178 -0.0081366414847427859 0.0025483966553010847
leaf_weight=0.0014634239177851024 0.0010879597850508059 0.0014877986921665103 0.0019805104697733422 0.0014153654380471403 0.001156203524860816 0.0015856151980436824 0.0014291371797363224
leaf_count=158 279 1073 1012 246 78 208 856
internal_value=0 0.00122901 -0.000991296 0.00320474 -0.00420591 0.00499897 -0.00982041
internal_weight=0 0.0105181 0.00905463 0.00613769 0.00415718 0.00274182 0.00291694
internal_count=3910 3631 3473 1544 532 286 1929
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=11
num_cat=0
split_feature=484 48 48 403 3 42 2 4 3 1
split_gain=0.000159596 8.25371e-05 0.000121147 7.82714e-05 0.00012688 9.60359e-05 8.09367e-05 7.69324e-05 0.000106653 4.42982e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.092755000000000018 0.088015000000000024 -0.10315499999999998 0.092635000000000009 0.10393500000000001 -0.082509999999999986 -1.0000000180025095e-35 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 -10
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.00076607715960710541 0.00053469941554035877 -0.00048068629117630949 0.0006741093752558662 -0.00046477014334553334 0.00064629563780858933 -0.00058867976969710406 -0.00030962045375545208 -0.00038704366455876349 0.00057549469361683732 3.1630874673239708e-05
leaf_weight=0.0010023494045506105 0.0019095792996584307 0.0010483500810179935 0.0012362564596510644 0.0011199385831514161 0.0010888460828693612 0.0010265168882001886 0.0017019033283369308 0.0013420675660103325 0.0011720388423297366 0.0011318277762991397
leaf_count=612 364 137 222 298 385 471 348 925 74 74
internal_value=0 4.6436e-05 9.35509e-05 2.51492e-05 8.36889e-05 -3.17094e-05 5.71158e-05 0.000188938 5.23498e-05 0.000308309
internal_weight=0 0.0127773 0.011729 0.0104927 0.00937278 0.0074632 0.00643668 0.00473478 0.00364593 0.00230387
internal_count=3910 3298 3161 2939 2641 2277 1806 1458 1073 148
is_linear=0
shrinkage=0.00196078


Tree=5802
num_leaves=10
num_cat=0
split_feature=50 4 2 48 3 42 12 42 1
split_gain=1.86575e-05 4.32909e-05 4.94322e-05 4.88358e-05 5.8478e-05 5.09943e-05 3.53997e-05 0.000150466 3.72944e-05
threshold=0.088425000000000017 0.28937500000000005 0.113945 0.091555000000000011 0.10666500000000002 -0.088669999999999985 0.085845000000000019 0.091330000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.014163989534258917 -0.012962244240980218 0.018694514226139734 -0.020919733536518537 0.021724814953461916 0.020503761910989515 0.0076238308521434615 -0.04716606524752455 0.0068705594594916158 -0.014947969713963914
leaf_weight=0.0011186018540445359 0.0010275037593049383 0.0012416854645120436 0.0011169081447364492 0.0010426428106329539 0.0010392011050313066 0.0016415216417387003 0.001006622609102951 0.0010557494067807893 0.0013211268458660167
leaf_count=341 689 396 310 242 63 512 761 379 217
internal_value=0 0.00115188 -0.00117969 0.00150074 -0.00143494 -0.0051459 -0.0094444 -0.0195042 -0.00244156
internal_weight=0 0.0105841 0.00934237 0.00822547 0.00718282 0.00614362 0.00502502 0.00206237 0.00296265
internal_count=3910 3221 2825 2515 2273 2210 1869 1140 729
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=9
num_cat=0
split_feature=11 0 42 47 43 3 48 52
split_gain=1.77884e-05 2.79048e-05 4.56934e-05 3.43734e-05 5.07304e-05 4.75221e-05 7.38529e-05 2.39965e-05
threshold=0.077330000000000024 -0.017269999999999997 -1.0000000180025095e-35 0.087850000000000025 -0.070369999999999988 0.084925000000000014 0.084500000000000006 0.090640000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -3
right_child=-2 7 3 -5 5 6 -8 -9
leaf_value=-0.017872947504802065 -0.012272822916800961 0.022473358075471996 0.022654003735386449 -0.0098904882190003953 -0.017156049203781776 0.024850635365994217 -0.0082832274072442546 0.00094758368294389241
leaf_weight=0.0014015574380546484 0.0010862081150992157 0.0010220461167466748 0.0013596903459024874 0.0018259332332551895 0.0011199841828875056 0.0012733396282598487 0.0014261214735513048 0.0010498553745572343
leaf_count=977 279 243 845 337 828 198 121 82
internal_value=0 0.00117122 -0.00139069 0.00190704 0.00606633 0.000161256 0.00734606 0.011566
internal_weight=0 0.0104785 0.00840663 0.00700507 0.00517914 0.00381945 0.00269946 0.0020719
internal_count=3910 3631 3306 2329 1992 1147 319 325
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=11
num_cat=0
split_feature=133 13 50 48 3 0 1 42 3 4
split_gain=7.63202e-05 8.44642e-05 7.90791e-05 6.31802e-05 5.37966e-05 4.58051e-05 8.48309e-05 5.85694e-05 0.00010224 5.33346e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 0.11379500000000002 -0.13927999999999999 -0.10575999999999998 0.10727500000000002 0.091230000000000019 -0.062694999999999987 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 9 8 -7 -6
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=0.00055161750773686613 -0.00051521699553853776 0.00051691611334363436 -0.00052966959628338495 -0.00041306073133556213 0.00031248403039925389 -0.0005849628712572821 0.00068409890128490452 0.00025385423471687498 0.00011274669016819146 -0.00031320339295014672
leaf_weight=0.001117853930162953 0.0010404969084299746 0.0010242008575220823 0.0010359763025834879 0.001056056752764929 0.0010351174736522354 0.0015862256784413462 0.001025604411136635 0.0013712435004456566 0.0016447542782258265 0.0010603301598956991
leaf_count=179 557 276 546 115 106 1141 83 402 312 193
internal_value=0 3.84483e-05 -1.44737e-05 3.9969e-05 9.46619e-05 3.86658e-05 0.000222032 -8.56861e-05 -0.000229789 -4.12386e-06
internal_weight=0 0.0119574 0.0108395 0.00980353 0.00874748 0.00772328 0.00312105 0.00460222 0.00323098 0.00209545
internal_count=3910 3353 3174 2628 2513 2237 382 1855 1453 299
is_linear=0
shrinkage=0.00196078


Tree=5805
num_leaves=10
num_cat=0
split_feature=15 133 403 160 52 15 49 3 52
split_gain=1.8407e-05 3.0133e-05 3.37171e-05 4.39069e-05 8.84844e-05 4.81568e-05 7.70031e-05 5.17519e-05 4.66702e-05
threshold=0.091915000000000011 0.099765000000000006 0.084405000000000022 -1.0000000180025095e-35 0.091210000000000013 -0.014614999999999998 -0.047894999999999993 -0.073984999999999981 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -8 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.0030863457646036724 -0.01277552956882305 -0.015091281806508792 0.020223970637805472 0.026943472131364322 0.028573225971172775 -0.017858008286094237 0.013519934059475087 -0.014694950864955312 -0.027041135951450648
leaf_weight=0.0010378673553081928 0.0010400932017608734 0.0010281913434899816 0.0010078095757418198 0.0011063017094810009 0.0012715459589538042 0.0012618057174555147 0.0010328485086503799 0.0017541798676929134 0.0010190198703644131
leaf_count=365 630 416 303 214 154 660 315 346 507
internal_value=0 0.00116981 0.00293135 0.000877067 0.00494702 -0.000880534 0.00462177 -0.00423876 -0.0118394
internal_weight=0 0.0105196 0.00949138 0.00848357 0.00642668 0.00515514 0.00389333 0.00278703 0.00205689
internal_count=3910 3280 2864 2561 1689 1535 875 661 872
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 42 0 15 48 16
split_gain=8.83833e-05 5.23644e-05 0.000102194 0.000134304 7.84248e-05 0.000106594 5.83885e-05 5.6e-05 5.25471e-05 2.16355e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.08401500000000002 -0.053834999999999994 -0.095799999999999982 0.084500000000000006 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 7 -6 9 8 -2 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00055128781248095667 0.00019539552969077546 -0.00037863317484004865 0.00010773496721578375 0.00086696885547484892 -0.00069791276137342456 0.00011756565400529578 -0.0002155735883235558 0.00043399489077372615 -0.00032930162996476947 0.00050796656729216539
leaf_weight=0.0010466125753035788 0.0015163785504542554 0.001041549333077609 0.0010213604350490452 0.0012089294062767701 0.0014336988674613672 0.0010808639486491502 0.001324634714569083 0.0012717250794667505 0.0014219472623445012 0.0010563569623207084
leaf_count=627 307 480 380 117 538 350 321 321 190 279
internal_value=0 4.21133e-05 8.07718e-05 0.000305594 -7.33957e-05 -0.000347386 0.000106125 9.02522e-05 -5.85217e-05 0.000311221
internal_weight=0 0.0123774 0.0113359 0.00461128 0.00672461 0.00251456 0.00340235 0.00421005 0.00293833 0.00207772
internal_count=3910 3283 2803 1097 1706 888 980 818 497 659
is_linear=0
shrinkage=0.00196078


Tree=5807
num_leaves=9
num_cat=0
split_feature=403 11 3 4 3 1 16 1
split_gain=1.81139e-05 4.01683e-05 6.38586e-05 2.81573e-05 8.78354e-05 5.17131e-05 3.75965e-05 6.96788e-05
threshold=0.088015000000000024 0.077330000000000024 -0.10628499999999998 -0.082509999999999986 -0.077894999999999978 0.085990000000000011 -0.09601999999999998 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8
right_child=-2 -3 3 4 5 6 7 -9
leaf_value=0.024496550889474986 -0.012923168626301105 -0.017669313544288495 0.010850221257624415 -0.03024610480484128 -0.018334511644880307 0.019373648546350951 -0.021005866896643122 0.011441985912954797
leaf_weight=0.0012233843269443935 0.0010024727153666877 0.0010247186837254842 0.0018630320438852996 0.0010063217047715529 0.0010231842694438144 0.0015163036540043421 0.0010256152872618889 0.0018656756400714258
leaf_count=201 343 272 560 1217 475 319 116 407
internal_value=0 0.00114327 0.00316748 2.37158e-05 -0.0031097 0.00191867 0.00662026 -6.81024e-05
internal_weight=0 0.0105482 0.00952352 0.00830013 0.0064371 0.00543078 0.00440759 0.00289129
internal_count=3910 3567 3295 3094 2534 1317 842 523
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=9
num_cat=0
split_feature=160 160 12 15 13 16 3 16
split_gain=1.81961e-05 3.63352e-05 3.99514e-05 3.99112e-05 6.21785e-05 6.95658e-05 6.79338e-05 3.80779e-05
threshold=0.099550000000000013 0.079515000000000016 0.10700500000000002 -0.075094999999999981 -0.09547499999999999 0.24895000000000003 -0.060719999999999989 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.0024782701889493018 -0.012402264053912067 0.018523887096499464 -0.019596527939707935 0.027081852436932619 -0.018309235456238335 0.022558877747593759 0.010533370005462957 -0.02127650405261082
leaf_weight=0.0014626633113580597 0.0010839293410956638 0.001085996125777062 0.0010088363892920222 0.0011446755184952367 0.0019509343040045161 0.0011186977715551567 0.0014045074882486418 0.0012527392755848439
leaf_count=408 311 231 319 199 1408 302 209 523
internal_value=0 0.00121092 -0.000801467 0.00147363 0.00628435 0.000963458 -0.00623641 -0.00848089
internal_weight=0 0.0104291 0.00934305 0.00833422 0.00561882 0.00447414 0.00335544 0.0027154
internal_count=3910 3599 3368 3049 2118 1919 1617 931
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=9
num_cat=0
split_feature=50 160 156 160 133 2 13 2
split_gain=1.70091e-05 3.72893e-05 2.8832e-05 5.40174e-05 8.64522e-05 7.83018e-05 0.000116533 5.0354e-05
threshold=0.088425000000000017 0.099550000000000013 0.084090000000000012 -0.026849999999999995 -0.0023199999999999996 0.10433000000000002 -0.060719999999999989 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=0.026391954511747126 -0.012458845474202545 -0.016999538288569604 -0.01168774050101117 -0.025107190492396798 0.035914694293411625 -0.010296654024025197 0.011927291738049161 -0.016095564267714503
leaf_weight=0.0010470315189376189 0.0010096450103225111 0.001023365267130324 0.0011574054046859456 0.0010062308818381037 0.0015496283702336692 0.0019233406976923778 0.0017483836326815162 0.0010125946089691684
leaf_count=497 689 260 505 681 421 400 271 186
internal_value=0 0.00113212 0.00309677 0.0051616 0.00209139 0.00648155 0.0139678 0.00164985
internal_weight=0 0.010468 0.00944462 0.00828721 0.00724018 0.00623395 0.00431061 0.00276098
internal_count=3910 3221 2961 2456 1959 1278 878 457
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=11
num_cat=0
split_feature=133 13 42 160 52 49 3 0 484 13
split_gain=4.96015e-05 6.34113e-05 4.94054e-05 5.93582e-05 6.91448e-05 0.000103614 0.000160171 7.66251e-05 5.09454e-05 2.35951e-05
threshold=0.10599500000000002 -0.26418499999999995 -0.090359999999999982 -1.0000000180025095e-35 0.048490000000000012 -0.081419999999999979 -0.078884999999999997 -0.10209999999999998 0.084750000000000006 -0.0049299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 -7 -8 -4 -6
right_child=-2 2 3 4 9 6 7 -9 -10 -11
leaf_value=0.00048040282855715642 -0.00042058182687873221 -0.00040313454040502713 -0.00053886388181951801 0.00056166044125470016 0.00021480598529334834 -0.00078721968301709451 -0.0002123264893587344 0.00040299647517309784 4.4885576168544917e-05 0.00063749550857619057
leaf_weight=0.0010863286728409411 0.0010253859181512471 0.0011373454500267196 0.0011427519563340059 0.0010067514078511714 0.00102974379186735 0.0010857589890940975 0.0015975614756287553 0.0015168496566729361 0.0011565021913309296 0.001001597003594137
leaf_count=179 557 385 609 157 393 606 181 367 338 138
internal_value=0 2.90791e-05 -1.68499e-05 2.92144e-05 0.000116397 -3.3029e-06 -0.000138721 8.73618e-05 -0.000245244 0.000423222
internal_weight=0 0.0117612 0.0106749 0.00953752 0.00723826 0.00520692 0.00420017 0.00311441 0.00229925 0.00203134
internal_count=3910 3353 3174 2789 1842 1311 1154 548 947 531
is_linear=0
shrinkage=0.00196078


Tree=5811
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 3 16 52 0
split_gain=7.76423e-05 6.62194e-05 7.8145e-05 9.52159e-05 7.51268e-05 8.94015e-05 8.28467e-05 5.48963e-05 8.02298e-05 4.79915e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.19424999999999998 -0.074484999999999982 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00053013566296058947 -0.00040060715701746645 -0.00044062026045195332 0.00042517605786624287 0.00062580041286614517 -0.0005591755358741959 0.0005345123506655205 -0.00040638607604783704 -0.00030509640758622126 0.00061374548824396822 2.9936804367599525e-05
leaf_weight=0.0010171323788840227 0.0011749127883957646 0.0010354289919738613 0.0017292441213579493 0.0013143228305109401 0.0010483905132025635 0.0011496150381265814 0.0012418932573663457 0.0013341763620036656 0.0010263671770651128 0.0011456024570885614
leaf_count=627 348 480 279 469 705 394 200 197 83 128
internal_value=0 3.37346e-05 7.77275e-05 0.000133986 5.94753e-05 -3.15672e-05 6.22225e-05 -5.21303e-05 7.33488e-05 0.000305816
internal_weight=0 0.0122 0.0111645 0.00998961 0.00867529 0.00694604 0.00589765 0.00474804 0.00350615 0.00217197
internal_count=3910 3283 2803 2455 1986 1707 1002 608 408 211
is_linear=0
shrinkage=0.00196078


Tree=5812
num_leaves=9
num_cat=0
split_feature=47 47 157 2 16 2 3 2
split_gain=1.62082e-05 4.8631e-05 2.40696e-05 5.72397e-05 8.90737e-05 5.84082e-05 3.56328e-05 5.65695e-05
threshold=0.11669500000000001 0.09550500000000002 -0.062769999999999979 0.086545000000000025 -0.083564999999999987 0.090050000000000005 -0.069909999999999986 0.106035
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=0.01272876350132374 -0.0115784783534898 0.021667090852224808 0.0029797559627106887 0.02387003652830267 -0.036024884078192425 -0.014160313209507095 0.020200789366684322 -0.0069818054028661551
leaf_weight=0.0011055736444642696 0.0011054711025098767 0.0010403530339025699 0.0011901476754630923 0.0010326001106693294 0.0011524078029111183 0.0016685704379349776 0.0012745502641915388 0.0019172550761596336
leaf_count=540 179 210 525 383 728 714 223 408
internal_value=0 0.00115848 -0.00112564 -0.00298551 -0.0162084 0.0022708 -0.00231802 0.00387274
internal_weight=0 0.0103815 0.00934111 0.00823553 0.00234256 0.00589298 0.00486038 0.00319181
internal_count=3910 3731 3521 2981 1253 1728 1345 631
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=8
num_cat=0
split_feature=2 2 43 150 0 16 133
split_gain=1.69265e-05 2.67027e-05 4.1807e-05 4.14407e-05 4.59198e-05 3.52061e-05 4.27628e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.0037249999999999996 0.085075000000000026 -0.13506999999999997 -0.090809999999999988 1.0000000180025095e-35
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=0.012351168522219432 -0.019579648862044718 -0.015010633113843591 0.0040993673155439126 0.016499991278169413 0.01953345766767128 0.0077036667019780005 -0.017168896011380542
leaf_weight=0.0010023813848680585 0.0016959335818352345 0.0018297498340757341 0.0013306576969728796 0.0015533013433968752 0.0010805674048211572 0.0018563631307212333 0.0011013202714245109
leaf_count=280 945 301 385 327 369 694 609
internal_value=0 -0.00125266 -0.00916904 0.00197584 -0.0018688 0.00408582 -0.00155786
internal_weight=0 0.0104479 0.00302659 0.0074213 0.005868 0.00403825 0.00295768
internal_count=3910 3630 1330 2300 1973 1672 1303
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=11
num_cat=0
split_feature=158 50 457 4 2 4 0 0 1 4
split_gain=7.89444e-05 7.92571e-05 7.92423e-05 9.15308e-05 9.43337e-05 4.0315e-05 8.0651e-05 0.000132329 8.75763e-05 4.6988e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.0034949999999999994 0.25367000000000006 0.11339500000000001 -0.49837999999999999 -0.077944999999999987 -0.10071499999999999 0.093245000000000008 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -8 -7
right_child=-2 -3 3 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00045052159501824589 -0.00053549207636153812 -0.000481025913284388 -0.00024383631107446297 0.00052323165421898289 -0.00049989099309441845 -3.4598331151100644e-05 0.00073991628020298849 -0.00044875848042935169 2.5851957751115689e-06 0.00047625263126595567
leaf_weight=0.0010056544872568607 0.0010219518579139214 0.0010690901486495969 0.0010355520605225786 0.0018419983271769748 0.00108065642178752 0.001194223896016615 0.0015526517803340658 0.0015633940210592703 0.0010302981403301269 0.0016468552246331342
leaf_count=206 488 655 134 348 264 161 297 1059 186 112
internal_value=0 3.04644e-05 7.62192e-05 0.000124615 4.39599e-05 0.000117214 0.000170723 9.40286e-06 0.000445806 0.000261521
internal_weight=0 0.0130204 0.0119513 0.0109456 0.00910363 0.00802298 0.00698742 0.00440447 0.00258295 0.00284108
internal_count=3910 3422 2767 2561 2213 1949 1815 1332 483 273
is_linear=0
shrinkage=0.00196078


Tree=5815
num_leaves=10
num_cat=0
split_feature=484 133 16 52 15 15 16 47 48
split_gain=0.0001002 7.08899e-05 8.5821e-05 0.00011689 9.20095e-05 0.000108574 6.63066e-05 5.13122e-05 8.06464e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.091210000000000013 -0.021529999999999997 0.085120000000000015 0.081265000000000018 0.09550500000000002 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 7 -6 -4 8 -2
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00059289418748876502 0.00035771135980342548 -0.000449980697650584 0.00040697959669776235 0.00078501083220715285 -0.00082125333048746365 3.064438800126761e-06 -0.00015867105468336573 0.00042549680459579963 -0.00031581135634163512
leaf_weight=0.0010357133459238761 0.0011836113456056446 0.0010313097468648115 0.0014378094666658442 0.0013265121219221405 0.0010771336399662546 0.0014297598412339125 0.0017869818760607927 0.0014277615214524069 0.0016176488543891113
leaf_count=627 447 480 488 125 301 587 484 147 224
internal_value=0 4.21059e-05 8.70677e-05 0.000295068 -5.34732e-05 -0.000351119 9.35306e-05 0.000122966 -3.1229e-05
internal_weight=0 0.0123185 0.0112872 0.0045513 0.00673592 0.00250689 0.00322479 0.00422902 0.00280126
internal_count=3910 3283 2803 1097 1706 888 972 818 671
is_linear=0
shrinkage=0.00196078


Tree=5816
num_leaves=10
num_cat=0
split_feature=484 159 160 403 4 12 52 42 47
split_gain=7.60745e-05 4.27677e-05 4.20231e-05 7.51397e-05 5.82736e-05 5.49323e-05 3.67775e-05 0.000108144 0.000127369
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.087440000000000004 -0.0017649999999999999 0.086935000000000012 -0.068164999999999989 0.088115000000000013 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -8
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=-0.00052768885137081663 -0.0003519988337717364 0.00037295587346611829 0.00056209698844415204 -0.00046488773018607858 0.00021680996269599209 6.9002783012007867e-05 -0.00087156101233327966 0.00036980764832837514 4.1590370102735595e-05
leaf_weight=0.0010005929001233966 0.0011953934755765819 0.0012858684328486353 0.0015868071209192941 0.0010183443503889904 0.0015048081699540615 0.0019191584871714198 0.0011013415975700562 0.0010580190396232304 0.0012581518257441203
leaf_count=627 529 400 499 267 170 890 266 161 101
internal_value=0 3.51871e-05 -5.6253e-06 3.82054e-05 9.89915e-05 0.000292178 -3.86075e-05 -0.000151074 -0.000384642
internal_weight=0 0.0119279 0.010642 0.00944663 0.00842829 0.00350597 0.00492232 0.00341751 0.00235949
internal_count=3910 3283 2883 2354 2087 1389 698 528 367
is_linear=0
shrinkage=0.00196078


Tree=5817
num_leaves=10
num_cat=0
split_feature=484 4 16 47 12 43 0 48 13
split_gain=7.6073e-05 4.32956e-05 5.39482e-05 5.04075e-05 4.77789e-05 6.01467e-05 6.8395e-05 5.35536e-05 9.81608e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.30307999999999996 0.10783500000000001 0.10129000000000001 -0.083094999999999988 -0.082074999999999995 0.084905000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00052343203047926245 -0.00042517251765996798 0.00033145116839598316 0.00033289127503609539 0.00042158620697305892 -0.00040414310876347331 -0.00021067924572919618 -0.00042189512971262875 -0.00023430779906879849 0.00060023708309592792
leaf_weight=0.0010164575752447729 0.0010855269635843693 0.0016383101990485758 0.0019648251907719988 0.0011473484885355092 0.001067337387482741 0.001002885421385167 0.001507053557645301 0.0013724606390910629 0.0013417360064154784
leaf_count=627 131 447 556 135 333 658 739 189 95
internal_value=0 3.50099e-05 -1.12915e-05 3.64857e-05 -1.70304e-05 4.04438e-05 -6.95472e-05 7.33087e-05 0.000253377
internal_weight=0 0.0121275 0.0104892 0.00940365 0.0082563 0.00718896 0.00522414 0.00371708 0.00234462
internal_count=3910 3283 2836 2705 2570 2237 1681 942 753
is_linear=0
shrinkage=0.00196078


Tree=5818
num_leaves=9
num_cat=0
split_feature=1 4 12 1 47 4 12 13
split_gain=1.59577e-05 4.42598e-05 2.94011e-05 6.87469e-05 6.07368e-05 2.83532e-05 2.54734e-05 2.18511e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 0.092550000000000007 0.09252500000000001 0.044585000000000007 0.088285000000000016 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 5 -5 -3 -1
right_child=2 6 3 4 -6 -7 -8 -9
leaf_value=-0.0036474335032809961 0.017118052164056416 -0.024982283621352602 0.018324646449337293 -0.010015927105357586 -0.022758601715827938 0.011468464304112502 -0.0040136056288840559 0.01518021140960941
leaf_weight=0.0013796595733636943 0.0012184825232388471 0.0011512815460955816 0.0014887395277701568 0.001044352432341791 0.0015011421775490822 0.0014915761353105944 0.0011662318240630376 0.0011142871939248651
leaf_count=467 443 746 396 442 205 224 829 158
internal_value=0 -0.00448087 0.0030575 -4.29515e-05 -0.00681632 0.00262071 -0.0144303 0.0047647
internal_weight=0 0.00481146 0.00674429 0.00552581 0.00403707 0.00253593 0.00231751 0.00249395
internal_count=3910 2200 1710 1267 871 666 1575 625
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=10
num_cat=0
split_feature=484 48 4 12 47 1 52 42 3
split_gain=0.000135369 5.66146e-05 0.000110848 0.000114488 0.000114215 9.64046e-05 9.20818e-05 5.53196e-05 6.72586e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.09112000000000002 -0.068164999999999989 0.08622500000000001 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00067020188965637715 -0.00057530507091174384 -0.0003855012501577082 0.00061983092774554752 0.00049127392738895932 0.00063476308671608277 -0.00038858475334990815 -0.00046277103325134705 0.00028649998118444094 0.00013030676946387159
leaf_weight=0.0010686136089878154 0.0010907947293901663 0.001026628853604797 0.0013658993086876165 0.0018515997055256949 0.0013019956060061995 0.0018171484862899616 0.0015619369681107338 0.0014279998327024809 0.0013888683362634022
leaf_count=627 250 137 408 369 171 480 809 557 102
internal_value=0 5.61517e-05 9.45562e-05 2.58351e-05 9.5969e-05 8.79872e-06 0.000124699 -3.03093e-05 -0.000183625
internal_weight=0 0.0128329 0.0118062 0.0104403 0.00934955 0.00804755 0.0062304 0.00437881 0.00295081
internal_count=3910 3283 3146 2738 2488 2317 1837 1468 911
is_linear=0
shrinkage=0.00196078


Tree=5820
num_leaves=10
num_cat=0
split_feature=48 48 2 2 4 52 15 43 16
split_gain=5.54579e-05 9.4223e-05 4.16167e-05 6.40835e-05 7.54124e-05 5.1208e-05 6.64413e-05 6.21599e-05 8.60119e-05
threshold=0.11930500000000001 0.092755000000000018 0.11260500000000001 0.10393500000000001 0.15927500000000003 -0.092084999999999986 0.085285000000000014 -0.00084499999999999994 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00046030660235716475 -0.00043565190372019168 0.00054498925561698316 0.00024553689181761496 -0.00054559612827725966 0.00041689181912350006 -0.000262632759906911 -0.00043284658083631386 -7.785089585087209e-05 0.00061721375188902579
leaf_weight=0.0012737606298919178 0.0010610221641744683 0.0012339548338260826 0.0017781326209023911 0.0010193796281204428 0.0012568779302165314 0.0012535304282604944 0.0011670434488315791 0.0013895229175719015 0.0013490411360370901
leaf_count=443 161 287 490 262 221 814 939 148 145
internal_value=0 3.24781e-05 -2.7825e-05 -8.36368e-05 -2.23981e-05 -0.000108228 -2.13016e-05 9.90089e-05 0.000264544
internal_weight=0 0.0117212 0.0104873 0.00870916 0.00768978 0.0064329 0.00515914 0.00399209 0.00273856
internal_count=3910 3749 3462 2972 2710 2489 2046 1107 293
is_linear=0
shrinkage=0.00196078


Tree=5821
num_leaves=10
num_cat=0
split_feature=484 133 42 160 0 160 43 16 43
split_gain=8.03867e-05 5.35669e-05 7.04714e-05 8.51564e-05 8.12021e-05 7.24248e-05 0.000101991 6.70234e-05 0.00010447
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.087825000000000014 0.076335000000000014 -0.080184999999999992 0.0033500000000000005 -0.19424999999999998 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.00053859513037148954 -0.00038025505371993461 -0.00039444366019969257 -0.00025288759014837969 -0.00028322284399028176 0.0007130464386580057 5.1727037001717467e-05 -0.00033150741417316049 9.0125116459432249e-05 0.00082794707970926273
leaf_weight=0.0010231909762828421 0.0011837750115563086 0.0010312133723035981 0.0014987611592055484 0.0016425242940475487 0.0010569728477300465 0.0018356773285570275 0.0010286581318537961 0.0012492676938489439 0.0018021697385068446
leaf_count=627 348 480 537 217 161 255 366 634 285
internal_value=0 3.33521e-05 7.23993e-05 0.000125379 0.000204602 0.000132122 0.000229664 0.000347781 0.000525881
internal_weight=0 0.012329 0.0112978 0.010114 0.00847151 0.00741453 0.00591577 0.00488711 0.00305144
internal_count=3910 3283 2803 2455 2238 2077 1540 1174 919
is_linear=0
shrinkage=0.00196078


Tree=5822
num_leaves=8
num_cat=0
split_feature=42 133 15 3 16 15 16
split_gain=1.55149e-05 3.41678e-05 6.06381e-05 4.56089e-05 5.06434e-05 9.34171e-05 9.04563e-05
threshold=0.092145000000000019 0.083815000000000014 0.079360000000000014 -0.100615 -0.19424999999999998 -0.017214999999999998 -0.055679999999999993
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=0.01832993494232232 -0.0085376081935090876 0.013400683881148442 -0.021865883571262415 -0.020498707092058373 0.007402845815031406 0.026672657792477697 -0.029137959169413835
leaf_weight=0.0014058067091939561 0.0018298404148930246 0.001934019492530561 0.0012261931364558444 0.0011494785306818472 0.0017768660561211314 0.001202200989476133 0.0010949094921677486
leaf_count=310 832 876 817 224 273 237 341
internal_value=0 0.00149418 -0.00143721 0.00234142 -0.00196163 0.00326863 -0.00652891
internal_weight=0 0.00978947 0.00785545 0.00662926 0.00522346 0.00407398 0.00287178
internal_count=3910 3078 2202 1385 1075 851 614
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=9
num_cat=0
split_feature=4 12 47 3 2 42 12 1
split_gain=1.60544e-05 2.93787e-05 4.15458e-05 4.98377e-05 4.97446e-05 7.7574e-05 7.10007e-05 2.36232e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.095195000000000016 0.085195000000000007 0.084100000000000022 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.01724323772301754 0.0090392626032461971 0.01184808313754231 0.016638924795129541 0.013684026267224814 -0.022639544024016914 0.018529327136856507 -0.030023908450883669 -0.009582011368070251
leaf_weight=0.0010708063213155155 0.0016553566753219435 0.0010252362881330961 0.0013227427832149313 0.0015076497018687712 0.0014700979598297054 0.0013590302110051975 0.0011389603172898815 0.0010323406687247072
leaf_count=294 472 247 285 140 667 881 840 84
internal_value=0 -0.00159826 0.000293409 -0.00257663 -0.00664512 -0.00148367 -0.00999233 0.00109604
internal_weight=0 0.00992686 0.00885606 0.00753332 0.00602567 0.00455557 0.00319654 0.00205758
internal_count=3910 3438 3144 2859 2719 2052 1171 331
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 12 3 15 52 16
split_gain=8.87407e-05 6.43412e-05 8.93134e-05 6.34166e-05 0.00010299 8.43106e-05 8.28906e-05 6.44187e-05 9.30046e-05 4.55201e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 0.088325000000000015 -0.053439999999999994 -0.017214999999999998 -0.074484999999999982 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 8 -8 -10
right_child=1 -3 -4 5 6 -7 7 -9 9 -11
leaf_value=-0.00055682206967067418 0.00052823013822564499 -0.00042415957817433742 0.0005345140607185974 -0.00065959428903062745 -0.00052476723805956066 0.00010653901327579979 -0.00053357617457837098 0.0004986083983904839 -0.00016936321647185846 0.00035942288243049291
leaf_weight=0.0010362161936842687 0.0016892945509731508 0.0010469037833225588 0.0014707674076564524 0.001103017318971642 0.0010351444559179414 0.0011059748024500422 0.0010446197709761658 0.0011206954752794943 0.0010133772189280369 0.0016369069130885545
leaf_count=627 281 480 508 466 431 463 155 137 196 166
internal_value=0 4.07298e-05 8.4108e-05 1.61584e-05 0.000101756 -0.000276015 -2.13807e-05 8.68255e-05 -3.80717e-05 0.000157233
internal_weight=0 0.0122667 0.0112198 0.00974903 0.00754004 0.00220899 0.00585074 0.0048156 0.0036949 0.00265028
internal_count=3910 3283 2803 2295 1366 929 1085 654 517 362
is_linear=0
shrinkage=0.00196078


Tree=5825
num_leaves=9
num_cat=0
split_feature=11 49 52 4 0 3 16 0
split_gain=1.69049e-05 2.44996e-05 4.10027e-05 6.072e-05 3.4331e-05 5.74978e-05 3.07227e-05 3.18103e-05
threshold=0.077330000000000024 0.10447000000000002 0.11401500000000002 -0.076329999999999995 -0.10071499999999999 0.086245000000000016 0.15737500000000001 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.007852123162749183 -0.011915775282852561 0.015309049476138576 -0.019491690383277874 0.016289836815311522 -0.015685779204979131 -0.0099305353206432696 -0.0014842257613967283 0.032488821975861802
leaf_weight=0.0010815752381973078 0.0010921371225461529 0.0010955313919451372 0.0010134294109499882 0.0014544556107917795 0.0018532125389975626 0.0019678447520041038 0.0010034188855261028 0.001016770077131959
leaf_count=714 279 362 536 231 1235 210 111 232
internal_value=0 0.00115743 -0.000493511 0.00180477 -0.00472333 0.00121295 0.0129078 0.01979
internal_weight=0 0.0104862 0.00939071 0.00837728 0.00527551 0.0034223 0.00310176 0.00209835
internal_count=3910 3631 3269 2733 1676 441 1057 946
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 12 43 151 47 52
split_gain=6.90583e-05 5.36714e-05 9.56602e-05 7.43966e-05 0.000103428 7.53253e-05 6.9078e-05 6.01696e-05 6.23346e-05 9.47304e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 0.088325000000000015 -0.078644999999999979 -0.0095999999999999992 0.09550500000000002 -0.068164999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -8 9 -9
right_child=1 -3 -4 5 6 -7 7 8 -10 -11
leaf_value=-0.00049702681828389986 0.00052352217577238233 -0.00039615336759986689 0.00054030126519359709 -0.0006737973218530651 -0.00048984764219214025 5.0320778926145046e-05 -0.00034200654218672217 0.00045525460094115658 0.00056706285255061746 -0.00030168944338514208
leaf_weight=0.0010292664628058336 0.0016759756390778173 0.0010314366643799184 0.0014545642080164003 0.0011151014909356019 0.0010301530652736578 0.001094328646359445 0.0010638862677050951 0.0011017396707872706 0.0011474269179131726 0.0015025731554988437
leaf_count=627 281 480 508 466 268 463 170 180 122 345
internal_value=0 3.18299e-05 7.12942e-05 1.18959e-06 9.41085e-05 -0.000315142 -2.90037e-05 6.95795e-05 0.000186294 1.85314e-05
internal_weight=0 0.0122172 0.0111857 0.00973118 0.00752175 0.00220943 0.00584578 0.00481563 0.00375174 0.00260431
internal_count=3910 3283 2803 2295 1366 929 1085 817 647 525
is_linear=0
shrinkage=0.00196078


Tree=5827
num_leaves=10
num_cat=0
split_feature=484 133 16 52 16 151 16 1 51
split_gain=6.30921e-05 5.08453e-05 7.68357e-05 0.00014132 7.2322e-05 6.40967e-05 0.000115962 3.86581e-05 3.9083e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.091210000000000013 0.081265000000000018 -0.0088999999999999982 -0.48509999999999992 0.086145000000000013 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 -8 -9
right_child=1 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.00047548286464552195 -0.00042377630252300074 -0.00038156426175006274 0.00037505185106748802 0.00081394074315345975 -0.00021470201118245372 0.00062445772324353692 -0.00035961556963074587 -0.00016960869413380371 0.00031230366619895147
leaf_weight=0.0010216117283518194 0.0014783714159058974 0.0010467202187695876 0.0014418085426808039 0.0012976634714752786 0.0017943835213246474 0.0010400599403035497 0.0014973371957500794 0.0015274203020446519 0.0011224958588625462
leaf_count=627 238 480 488 125 484 197 820 331 120
internal_value=0 3.17101e-05 7.03351e-05 0.00026726 4.80488e-05 -6.36087e-05 3.90382e-05 -0.000107775 3.45278e-05
internal_weight=0 0.0122463 0.0111995 0.00453386 0.00323619 0.00666568 0.00518731 0.00414725 0.00264992
internal_count=3910 3283 2803 1097 972 1706 1468 1271 451
is_linear=0
shrinkage=0.00196078


Tree=5828
num_leaves=10
num_cat=0
split_feature=484 133 16 52 4 15 42 0 15
split_gain=6.98861e-05 4.95469e-05 7.46034e-05 0.000116147 6.47986e-05 5.99389e-05 0.00011291 4.65455e-05 5.39127e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.091210000000000013 -0.034289999999999994 -0.021529999999999997 0.08401500000000002 -0.19631499999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 -2 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.0005019549747503246 -0.00016848173846782037 -0.00038444715368321665 -0.00026737394605282598 0.000765158440660715 0.00029962198219321394 -0.00068537517180253824 0.00017079999087275189 -1.9171651296233508e-05 0.00056752750112466993
leaf_weight=0.0010213466011440358 0.0016989143285103953 0.0010048379620040274 0.0013191058236922003 0.0012774451507640847 0.0018784933637481128 0.0013483961663569421 0.0010559650254965908 0.0012887358964096315 0.0011303207149580873
leaf_count=627 129 480 379 125 593 538 350 359 330
internal_value=0 3.23299e-05 7.04111e-05 0.000265381 6.57191e-05 -6.33598e-05 -0.000309354 8.02689e-05 0.000254968
internal_weight=0 0.0120022 0.0109974 0.00447504 0.0031976 0.00652233 0.00240436 0.00411797 0.00241906
internal_count=3910 3283 2803 1097 972 1706 888 818 689
is_linear=0
shrinkage=0.00196078


Tree=5829
num_leaves=9
num_cat=0
split_feature=11 48 2 150 159 4 42 13
split_gain=1.69314e-05 3.12695e-05 4.92022e-05 5.43514e-05 5.75331e-05 6.91939e-05 4.7556e-05 5.40206e-05
threshold=0.078340000000000007 0.095825000000000007 0.11260500000000001 0.086420000000000011 0.082325000000000023 -0.08422499999999998 -0.088249999999999981 -0.013465
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.016604764335163971 -0.01250926038374155 0.014248172360012022 0.015659031024490819 -0.025401313836875251 -0.02300804701977445 0.028352005390367821 0.015746737502654193 -0.01026756950241468
leaf_weight=0.001360764263837794 0.0010027365669500526 0.0015425859385875809 0.0014613213761069154 0.001058385364755352 0.0010045620490424781 0.001002001776744386 0.0016803087242174041 0.001520628766231122
leaf_count=452 263 361 467 263 394 158 1173 379
internal_value=0 0.00108408 -0.00115039 -0.0043712 -0.000982482 0.00299437 0.00933989 0.00338845
internal_weight=0 0.0106306 0.00908797 0.00762665 0.00656827 0.0055637 0.00420294 0.00320094
internal_count=3910 3647 3286 2819 2556 2162 1710 1552
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=10
num_cat=0
split_feature=50 4 2 48 52 43 0 2 13
split_gain=1.68948e-05 4.20818e-05 3.97928e-05 3.73241e-05 5.32609e-05 5.03847e-05 9.09834e-05 3.60242e-05 1.93835e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.091555000000000011 -0.088354999999999989 -1.0000000180025095e-35 -0.077944999999999987 0.085805000000000006 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -9
right_child=-2 -3 -4 -5 5 7 -8 8 -10
leaf_value=-0.017500409904170056 -0.012336042272840089 0.01818953064769013 -0.01861487338206972 0.019165690036201832 -0.02890333276591105 0.023173944570114138 0.012787430628768547 0.012213411176574741 -0.0071661037360835596
leaf_weight=0.0015823811992055114 0.0010251650346052672 0.0012693062251428805 0.0011523414615677756 0.0010164825068618129 0.0010925357177218806 0.00138886615068943 0.0010049560548992548 0.0010136132790650476 0.0010515453203794323
leaf_count=529 689 396 331 237 966 176 263 192 131
internal_value=0 0.00110946 -0.00122102 0.00123821 -0.00131621 0.00329686 -0.00892834 0.0107207 0.00234568
internal_weight=0 0.010572 0.00930272 0.00815038 0.0071339 0.00555152 0.00209749 0.00345402 0.00206516
internal_count=3910 3221 2825 2494 2257 1728 1229 499 323
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 15 42 15 52 15
split_gain=8.53464e-05 5.94666e-05 9.58831e-05 0.000114487 6.86932e-05 6.80997e-05 0.000120943 5.10619e-05 4.63354e-05 4.20497e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.054834999999999988 -0.021529999999999997 0.08401500000000002 -0.095799999999999982 -0.096614999999999993 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 9 -6 -2
right_child=1 -3 3 -5 8 6 -8 -9 -10 -11
leaf_value=-0.00054924585214075072 0.00024164647071024778 -0.00041512301157828536 0.00054685835199413967 0.0008286266440366265 0.00018310824589980708 -0.00070691107173172208 0.00017162134810007866 0.00041476019337309989 -0.00036989020011665209 -0.00024214276739535414
leaf_weight=0.0010193593167948387 0.0011168549495138638 0.0010064920909882502 0.0010056622569318708 0.0011764465430798344 0.0012965993626941398 0.0013929157554937093 0.0010616202796584378 0.0012582761533177899 0.0010577791278961069 0.0018103905519719242
leaf_count=627 324 480 356 117 393 538 350 321 231 173
internal_value=0 4.13732e-05 8.24824e-05 0.000302204 0.000117889 -6.76315e-05 -0.000326934 8.44325e-05 -6.53438e-05 -5.75589e-05
internal_weight=0 0.012183 0.0111765 0.00453649 0.00336004 0.00664006 0.00245454 0.00418552 0.00235438 0.00292725
internal_count=3910 3283 2803 1097 980 1706 888 818 624 497
is_linear=0
shrinkage=0.00196078


Tree=5832
num_leaves=10
num_cat=0
split_feature=43 42 43 12 4 0 160 4 16
split_gain=1.59084e-05 4.56476e-05 4.30754e-05 3.12238e-05 3.04412e-05 5.18148e-05 3.15484e-05 7.88535e-05 3.35583e-05
threshold=-0.062599999999999989 0.08221500000000001 -0.093039999999999984 0.092255000000000018 -0.34687499999999999 -0.083674999999999986 -0.025614999999999995 0.0057500000000000008 -0.10486499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 6 -6 -8 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10
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leaf_weight=0.0011181349771393005 0.001187803655864318 0.0010579263418756387 0.00187540242634264 0.0010156542129665625 0.0010482620042157205 0.0010771662839267303 0.0010537828701083088 0.001060366757087719 0.0010943796037441085
leaf_count=344 213 766 1160 258 158 444 288 198 81
internal_value=0 -0.00276936 0.00501961 -0.00469796 0.000356202 0.00358021 -0.00137775 -0.00629847 0.00466467
internal_weight=0 0.00757969 0.00400919 0.00213379 0.00652176 0.00533396 0.00425679 0.00320853 0.00215475
internal_count=3910 2148 1762 602 1382 1169 725 567 279
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=8
num_cat=0
split_feature=49 151 151 42 4 4 3
split_gain=1.64394e-05 6.20434e-05 5.72331e-05 4.98298e-05 8.81083e-05 7.64364e-05 9.4897e-05
threshold=-0.047894999999999993 -0.03268999999999999 -0.0074049999999999993 0.092395000000000019 0.15927500000000003 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=0.024090274455378247 -0.024221553081784034 -0.011927783714925262 -0.0066157094539430698 -0.016728957664694 0.025248526332814214 -0.02053633463505497 0.020832794376265645
leaf_weight=0.0011034133217020323 0.0011063364589018977 0.0015999356650558513 0.0013493110290614474 0.0013174237315947586 0.0015724971336730795 0.0015290596685923062 0.0019765048449937647
leaf_count=278 388 1225 227 713 297 410 372
internal_value=0 -0.00202619 0.00719807 0.00104501 0.00455142 -0.0018233 0.00617721
internal_weight=0 0.00910176 0.00245272 0.00799542 0.006678 0.0051055 0.00357644
internal_count=3910 3405 505 3017 2304 2007 1597
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=9
num_cat=0
split_feature=159 0 0 16 49 3 1 15
split_gain=1.63823e-05 2.6841e-05 4.92483e-05 5.64222e-05 3.43439e-05 4.51976e-05 5.60559e-05 3.05912e-05
threshold=-1.0000000180025095e-35 -0.077944999999999987 -0.053834999999999994 0.15737500000000001 -0.047894999999999993 -0.084604999999999986 0.088495000000000018 -0.10312999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7 -8
right_child=1 2 3 -5 5 6 7 -9
leaf_value=-0.01161141676467807 0.0086230161633745195 0.024756539285696797 0.018568040099088925 -0.010969756197404562 -0.025992978202660014 0.013183506416334416 -0.00039484360931241419 -0.024239038078637924
leaf_weight=0.001109535433244299 0.0018770008540943527 0.0011826128862459455 0.0010477072284469572 0.0016895340256012688 0.0010204871888755923 0.0014330757869213157 0.0010737595475875075 0.0010784926080280419
leaf_count=633 340 555 301 295 694 680 204 208
internal_value=0 0.00117131 0.00770373 0.000336139 -0.00277853 -0.00742499 -0.00214001 -0.0123432
internal_weight=0 0.0104027 0.00391985 0.00273724 0.00648282 0.00460582 0.00358533 0.00215225
internal_count=3910 3277 1151 596 2126 1786 1092 412
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=10
num_cat=0
split_feature=484 133 42 160 52 49 4 47 4
split_gain=6.78744e-05 6.30944e-05 6.90159e-05 8.37861e-05 0.000105941 9.51792e-05 0.000160511 0.000175572 8.72035e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 -0.080184999999999992 0.048490000000000012 -0.047894999999999993 0.05309500000000001 0.09252500000000001 -0.083329999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 -6
right_child=1 -3 3 4 8 6 7 -9 -10
leaf_value=-0.00049820621918030569 -0.00038975420710230131 -0.00043343479703052037 -0.00027837224644441222 0.00042820641018438991 0.00090489992736663208 -0.00058811458714037336 0.00078857597327987913 -0.00027063634579707244 0.00015504355679411049
leaf_weight=0.001023177948437229 0.0011228581163243842 0.0010426990177697651 0.0016649634973814062 0.001869311110888467 0.0012655602803420016 0.001605093081747268 0.0011036335035381601 0.0013227922694706525 0.0011274588091698501
leaf_count=627 348 480 566 308 176 661 297 106 341
internal_value=0 2.76902e-05 7.10784e-05 0.000123037 0.000203619 6.24955e-05 -0.000107075 0.000211135 0.000551609
internal_weight=0 0.0121244 0.0110817 0.00995881 0.00829385 0.00590083 0.00403152 0.00242643 0.00239302
internal_count=3910 3283 2803 2455 1889 1372 1064 403 517
is_linear=0
shrinkage=0.00196078


Tree=5836
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 150 4 15 15 42
split_gain=7.6132e-05 6.75803e-05 0.000109615 7.15291e-05 9.9949e-05 7.04514e-05 6.2135e-05 4.17608e-05 0.000139951 0.00011302
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 -0.23071499999999998 0.024640000000000006 -0.064869999999999983 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -9
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11
leaf_value=-0.00051234333022954321 -0.00046024438565132181 -0.00044562797026068888 0.00066246505048001231 -0.00037156571827419579 0.00053413248266341595 -0.00046349796126492058 -4.1367834003639985e-05 -0.00043251401708349965 0.00084148865619065416 0.00042512415357431779
leaf_weight=0.0010383651894603088 0.0010685187686662158 0.0010076442675395732 0.0011338940493260405 0.0010486632333198053 0.0015230938144786058 0.0011495714854726632 0.0017350613427307984 0.0012941947638613538 0.0011464753319411077 0.0010868688143814338
leaf_count=627 261 137 368 165 117 205 540 634 277 579
internal_value=0 4.07316e-05 8.45419e-05 1.93535e-05 7.63953e-05 -1.70496e-05 6.42692e-05 0.000151117 0.000309894 -4.10334e-05
internal_weight=0 0.012194 0.0111863 0.0100524 0.00898393 0.00746083 0.00631126 0.0052626 0.00288154 0.00238106
internal_count=3910 3283 3146 2778 2517 2400 2195 2030 817 1213
is_linear=0
shrinkage=0.00196078


Tree=5837
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 12 43 49 16 16
split_gain=8.19399e-05 7.2744e-05 0.000113482 6.99244e-05 8.53656e-05 6.23561e-05 4.02721e-05 3.86252e-05 5.97033e-05 1.71931e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.092365000000000017 -0.081944999999999976 -1.0000000180025095e-35 -0.057604999999999996 -0.10808
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 9 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.00054164126527587433 -0.00045509365209114513 -0.00046796870423480245 0.00065940498964329325 -0.00015965135220849823 0.00049853711475947456 -3.1683847071882284e-05 -0.00058733469874914352 0.00014505346594316222 0.00044797405157202694 -0.00021690336836478465
leaf_weight=0.0010221825945627159 0.0010887310504239011 0.0010106715072545598 0.0011696311173536042 0.0016394161380682143 0.0014976108313908623 0.0010005051579009879 0.0010054574672887281 0.0010077583138787607 0.0019024619701343767 0.0010104275575707408
leaf_count=627 261 137 368 276 117 226 639 164 468 627
internal_value=0 3.60612e-05 8.1054e-05 1.44235e-05 7.08222e-05 -1.38392e-05 -0.000310195 9.30803e-05 0.00019876 -3.61643e-05
internal_weight=0 0.0123327 0.011322 0.0101524 0.00906364 0.00756603 0.00200596 0.00556006 0.00392065 0.00201819
internal_count=3910 3283 3146 2778 2517 2400 865 1535 1259 791
is_linear=0
shrinkage=0.00196078


Tree=5838
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 0 12 13
split_gain=1.693e-05 4.40203e-05 3.03341e-05 3.02207e-05 4.15979e-05 4.67484e-05 2.49914e-05 2.1469e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985 0.088285000000000016 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -3 -1
right_child=2 6 -4 4 5 -7 -8 -9
leaf_value=-0.0037477815314935891 -0.014673744665177818 -0.025041036965951544 0.01511981314962469 0.015213376756446373 -0.020317965394061485 0.0085663094822787372 -0.0042512468280707458 0.014911051522537664
leaf_weight=0.0013777479042098532 0.0011767019722304321 0.0011457049006397852 0.0016124384956543256 0.001731806732256422 0.0010861453859434228 0.0011574415870811102 0.001167360096137812 0.0011162828789611119
leaf_count=467 256 746 349 439 366 300 829 158
internal_value=0 -0.00461212 0.00314974 -0.000596506 0.0035703 -0.00541689 -0.0145488 0.00460357
internal_weight=0 0.0048071 0.00676453 0.0051521 0.00397539 0.00224359 0.00231306 0.00249403
internal_count=3910 2200 1710 1361 1105 666 1575 625
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=9
num_cat=0
split_feature=50 4 160 40 151 2 0 0
split_gain=1.87871e-05 3.65997e-05 3.57834e-05 4.8981e-05 4.31753e-05 5.68863e-05 6.6121e-05 5.42795e-05
threshold=0.088425000000000017 0.28937500000000005 0.099550000000000013 -1.0000000180025095e-35 -0.056409999999999995 0.095195000000000016 -0.070174999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.018179486222635575 -0.013012947687164969 0.017184521330523183 -0.018770514926686035 0.022837330356314071 0.010453129631627138 -0.013262053919908437 0.028913741046586863 -0.016950251310543975
leaf_weight=0.001127695073263304 0.0010219191013329408 0.001259303089655388 0.0010081515400331342 0.0010632338348921973 0.0019145097176047972 0.0019158280600240427 0.0010754044145481201 0.0011612368031005738
leaf_count=265 689 396 246 275 200 586 163 1090
internal_value=0 0.00118884 -0.000985047 0.00118626 0.00424909 0.000991517 0.00756979 0.000107084
internal_weight=0 0.0105254 0.00926606 0.00825791 0.00713021 0.00606698 0.00415115 0.00307575
internal_count=3910 3221 2825 2579 2314 2039 1453 1290
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=9
num_cat=0
split_feature=0 16 0 3 15 0 0 2
split_gain=1.61018e-05 3.94413e-05 3.06818e-05 4.28204e-05 4.73364e-05 3.79704e-05 3.30156e-05 4.32016e-05
threshold=0.15480500000000005 0.31524000000000002 -0.061129999999999997 -0.089974999999999986 0.083935000000000023 -0.10131499999999999 -0.14136999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.017418901583026492 0.011995845914160325 -0.020081456754407825 0.01343758535834713 0.0052496104522373578 0.017697972695692711 -0.019547359179972589 0.016107614189931153 -0.020387048930422424
leaf_weight=0.0014333183762172104 0.0010105279413853792 0.0010028560650520947 0.0015917890394378026 0.0017988346219699972 0.0014362327293556115 0.0010753646243847597 0.0011282735743745305 0.0010358262979502739
leaf_count=554 74 385 433 210 952 949 234 119
internal_value=0 -0.00122051 0.000770595 -0.00177917 0.00168312 -0.00288212 0.00164008 -0.0041184
internal_weight=0 0.0105025 0.00949964 0.00790785 0.00647453 0.0050383 0.00396293 0.00283466
internal_count=3910 3836 3451 3018 2464 1512 563 329
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 43 0 2 151
split_gain=0.000136233 6.50436e-05 0.000100102 0.000115732 8.85502e-05 0.000108816 8.21135e-05 7.96991e-05 8.07095e-05 6.71659e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.0031199999999999995 -0.10071499999999999 0.085805000000000006 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8 -10
right_child=1 -3 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00070493651167204368 -0.00044704380186498727 -0.00042045504609817223 0.00045398628630693392 0.00067856106373928441 -0.00060415625723381184 0.00052790107877190295 0.00056445180193313415 -0.00051302748305032597 -0.00047066643316039873 0.00014560834252957223
leaf_weight=0.001011390173607552 0.0012198569521125165 0.001069213983393733 0.0018206024932557021 0.0013666852200992985 0.0010791427371595079 0.0012138228426338167 0.0010176512146650189 0.0010775723711314968 0.0010613008820330588 0.0018920965914008981
leaf_count=612 351 481 281 474 706 310 57 352 108 178
internal_value=0 4.25502e-05 8.46869e-05 0.000146292 6.68959e-05 -2.90966e-05 6.99975e-05 -4.00947e-05 8.8239e-05 -7.58495e-05
internal_weight=0 0.0128179 0.0117487 0.0105289 0.00916219 0.00734159 0.00626244 0.00504862 0.00397105 0.0029534
internal_count=3910 3298 2817 2466 1992 1711 1005 695 343 286
is_linear=0
shrinkage=0.00196078


Tree=5842
num_leaves=8
num_cat=0
split_feature=2 160 3 1 4 15 15
split_gain=1.66585e-05 4.97665e-05 4.74488e-05 9.88359e-05 3.18975e-05 4.68475e-05 4.70087e-05
threshold=0.10274500000000002 0.087260000000000018 -0.080614999999999978 0.10561500000000001 -0.08422499999999998 -0.07142999999999998 0.085285000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 -7
right_child=2 -3 3 -5 5 6 -8
leaf_value=-0.012745794355151389 0.023380154983789671 -0.02264519713418775 -0.024563628573547411 0.012640739820969644 -0.0080637543302650768 0.022294012347566269 -0.0030468337646489094
leaf_weight=0.0014121613869434238 0.0010504927627460851 0.0010883236848936075 0.0011400437880810218 0.00191091577330188 0.0018882148430420555 0.0018017269697929589 0.0012330155304694985
leaf_count=583 302 316 329 380 730 533 737
internal_value=0 -0.00289079 0.00505003 -0.00126132 0.000502865 0.00430327 0.011998
internal_weight=0 0.00742344 0.00410145 0.00305096 0.00633512 0.00492296 0.00303474
internal_count=3910 2899 1011 709 2583 2000 1270
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=9
num_cat=0
split_feature=50 15 47 51 151 12 0 16
split_gain=1.55033e-05 3.13583e-05 5.83465e-05 3.50424e-05 4.72658e-05 2.89903e-05 8.24751e-05 2.91635e-05
threshold=0.088425000000000017 -0.15202999999999997 0.09252500000000001 -0.032189999999999989 -0.07299499999999999 0.089745000000000005 -0.10071499999999999 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=0.016854952157656516 -0.011825528338627881 -0.013674821290769884 -0.017579181224581155 0.025445913191659005 0.010531339321504803 -0.00119572599051516 -0.021266444837696248 0.021617755639777039
leaf_weight=0.001125811890845276 0.0010202500614818642 0.0010919027315610154 0.0016981256503727669 0.0010208185884504339 0.0017906342833458556 0.0010671945640304899 0.0014981662731517872 0.0011798368681261704
leaf_count=414 689 551 258 277 247 553 788 133
internal_value=0 0.00108803 -0.000811102 0.00291173 0.00567395 0.00202796 -0.00395369 0.0107828
internal_weight=0 0.0104725 0.00934668 0.00764855 0.00655665 0.00553583 0.0032888 0.00224703
internal_count=3910 3221 2807 2549 1998 1721 1035 686
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=11
num_cat=0
split_feature=48 2 13 48 150 4 42 47 4 4
split_gain=6.56591e-05 8.17906e-05 4.89954e-05 8.11087e-05 4.2019e-05 4.87002e-05 5.58841e-05 4.6258e-05 5.84651e-05 2.54796e-05
threshold=0.11930500000000001 0.11290500000000002 -0.13934999999999997 0.091555000000000011 0.08486500000000001 -0.08422499999999998 -0.088669999999999985 0.086425000000000016 -0.034289999999999994 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8 -3
right_child=-2 9 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00042964667663423947 -0.00047522382269040927 0.00060204294671851468 -0.00031323913707804194 0.00052347134418546687 -0.00043128637405353301 0.0004638486472660855 -0.00025443090186976901 -0.00035661732044957708 0.00033867012066949594 0.0001688657646238813
leaf_weight=0.0011239234782508328 0.0010748807065046077 0.0010325459278387058 0.0015241044646396151 0.0010245435831119053 0.0010357532479193946 0.0011623010388711963 0.0010312730634025099 0.0011473642653141913 0.0016798921078564266 0.0010559558062076912
leaf_count=163 161 231 617 230 271 204 804 222 693 314
internal_value=0 3.0951e-05 -4.4627e-05 5.66017e-06 -6.43229e-05 -6.25e-06 8.69385e-05 -2.65978e-05 0.000113066 0.000383027
internal_weight=0 0.0118177 0.00972916 0.00860523 0.00758069 0.00654493 0.00502083 0.00385853 0.00271117 0.0020885
internal_count=3910 3749 3204 3041 2811 2540 1923 1719 1497 545
is_linear=0
shrinkage=0.00196078


Tree=5845
num_leaves=12
num_cat=0
split_feature=484 48 3 42 49 457 15 3 3 13 4
split_gain=7.82897e-05 7.28436e-05 8.72143e-05 8.25215e-05 4.85147e-05 8.4833e-05 4.66728e-05 9.81948e-05 6.48434e-05 5.73375e-05 4.18825e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 -0.10315499999999998 0.092395000000000019 -0.0019649999999999997 0.085130000000000025 -0.017214999999999998 -0.060719999999999989 0.090325000000000003 -0.090929999999999983 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 -4 8 -8 -6 -9 -2
right_child=1 -3 3 -5 6 -7 7 9 -10 -11 -12
leaf_value=-0.00052987225289147667 0.00017501376842289003 -0.00046440608507854756 -0.00058926775373993124 -0.00049444634349492722 0.00024407920895081018 0.00018938825706799964 -0.0001353942691542575 0.00024657276386539387 -0.00039293510603981833 0.00090778947058754614 0.00070372838693697935
leaf_weight=0.0010287479659453922 0.0012550762475609782 0.0010364799057720068 0.0010402546524713812 0.0011699046525332065 0.0013652857086700215 0.0011140284702830807 0.0011719646225897854 0.0010051066334143734 0.0011170083566479755 0.0010117522209723059 0.0010646942800871012
leaf_count=627 239 137 315 577 572 144 806 46 147 113 187
internal_value=0 3.31167e-05 7.86906e-05 -8.72911e-06 6.38861e-05 -0.000186607 0.000159041 0.000315983 -4.25711e-05 0.00057827 0.000417675
internal_weight=0 0.0123516 0.0113151 0.00899531 0.0078254 0.00215428 0.00567112 0.00318882 0.00248229 0.00201686 0.00231977
internal_count=3910 3283 3146 2720 2143 459 1684 965 719 159 426
is_linear=0
shrinkage=0.00196078


Tree=5846
num_leaves=9
num_cat=0
split_feature=12 16 1 3 2 52 13 4
split_gain=1.69927e-05 5.18431e-05 3.2597e-05 0.00013581 4.40167e-05 4.55191e-05 3.70842e-05 3.19628e-05
threshold=0.092365000000000017 0.022165000000000004 0.094485000000000013 0.090325000000000003 0.082715000000000025 -0.0066199999999999991 -1.0000000180025095e-35 0.057365000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 -7 -5
right_child=1 -3 3 7 5 6 -8 -9
leaf_value=-0.021134443283150183 -0.019949734276342595 0.0061591781295679124 0.03881878348945203 0.0094640098175142982 -0.010165648266267069 -0.0010500242549628216 0.024551911479892868 -0.014274689294808568
leaf_weight=0.0010450252097159969 0.0014738209415222229 0.0015714061447484537 0.001094380304442936 0.0010035482191270773 0.0017602773392015846 0.0011758241480068377 0.0010904874317167544 0.0013044507705712012
leaf_count=426 740 437 433 150 637 740 154 193
internal_value=0 -0.00647694 0.00223248 0.00980475 -0.00284751 0.00189852 0.0112689 -0.00395279
internal_weight=0 0.00304523 0.00847399 0.00340238 0.00507161 0.00402659 0.00226631 0.002308
internal_count=3910 1177 2733 776 1957 1531 894 343
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=9
num_cat=0
split_feature=11 3 42 3 51 16 1 12
split_gain=1.56362e-05 2.2757e-05 2.79438e-05 5.33784e-05 3.35141e-05 3.96497e-05 6.0335e-05 2.43507e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.07174999999999998 -0.30307999999999996 0.094695000000000015 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.013069656561175723 -0.011544974019743462 0.01441851389535574 -0.021583153963608742 -0.014924592364909612 -0.012560898385112429 -0.0092977206403452289 0.02304651970971951 0.0098389697253895899
leaf_weight=0.0013830485932989208 0.0010746303905503707 0.0010759648329537125 0.0012657075678006533 0.0011252374054287403 0.0011471993395693368 0.0015288843683387591 0.0017042482440844829 0.0011766931606636668
leaf_count=247 279 372 1375 303 308 147 450 429
internal_value=0 0.00112497 -0.000705724 -0.00275318 0.000813457 0.00400024 0.00830856 -0.000974909
internal_weight=0 0.010407 0.00902393 0.00794797 0.00668226 0.00555703 0.00440983 0.00270558
internal_count=3910 3631 3384 3012 1637 1334 1026 576
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=9
num_cat=0
split_feature=52 52 4 0 151 3 15 12
split_gain=1.57786e-05 3.74025e-05 7.785e-05 4.93688e-05 4.72972e-05 4.19115e-05 5.4056e-05 3.94595e-05
threshold=0.16064500000000001 0.10433000000000002 -0.34687499999999999 -0.060094999999999989 -0.0088999999999999982 -0.089974999999999986 -0.07142999999999998 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=-0.026113177162490387 -0.011716303856936588 0.019197563394206942 -0.014836810473785348 0.020393364871985092 -0.014088011412087934 -0.0034730584864149749 0.033494747283160146 0.006504255439046501
leaf_weight=0.0010802892660872416 0.0010535324367210155 0.0010317330973576211 0.0018041187595507213 0.0012912346232600456 0.0010314919898154126 0.0019909861789033584 0.0010327911938306259 0.0011390674107380075
leaf_count=240 475 258 542 344 415 623 330 683
internal_value=0 0.00112651 -0.000863305 0.00242719 -0.000887622 0.00395727 0.00842862 0.0193391
internal_weight=0 0.0104017 0.00936998 0.00828969 0.00699846 0.00519434 0.00416284 0.00217186
internal_count=3910 3435 3177 2937 2593 2051 1636 1013
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=10
num_cat=0
split_feature=484 159 15 42 15 3 16 2 0
split_gain=5.87676e-05 3.80139e-05 4.22547e-05 0.000156828 5.87967e-05 6.7669e-05 3.73012e-05 7.56208e-05 5.14993e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 1.0000000180025095e-35 0.08401500000000002 -0.11739999999999999 -0.10315499999999998 -0.014099999999999998 0.092865000000000017 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7 -8
right_child=1 -3 3 -5 5 6 8 -9 -10
leaf_value=-0.00046129178366922322 -0.00027686232825541456 0.00035040798798750426 -0.00058218695168301391 0.00033279038305832406 0.00058062162927601988 0.00016680164226521218 0.00053605316893552246 -0.00051424343137149338 -3.9190090492279024e-05
leaf_weight=0.0010043559864320135 0.0015037813798310469 0.00129028530293705 0.0017448211320413923 0.0012264729799745253 0.0011673851535021675 0.0015663121939765063 0.0011352787883138452 0.001045053893955022 0.0012651649246204558
leaf_count=627 381 400 699 595 186 203 457 219 143
internal_value=0 3.25488e-05 -5.94558e-06 -0.000204508 7.0846e-05 0.000155465 5.64345e-05 -0.000105749 0.000232869
internal_weight=0 0.0119446 0.0106543 0.00297129 0.00768298 0.00617919 0.00501181 0.00261137 0.00240044
internal_count=3910 3283 2883 1294 1589 1208 1022 422 600
is_linear=0
shrinkage=0.00196078


Tree=5850
num_leaves=9
num_cat=0
split_feature=1 0 2 1 52 15 16 0
split_gain=1.52938e-05 5.7724e-05 3.19556e-05 5.10776e-05 8.68127e-05 2.81314e-05 2.80203e-05 6.60122e-05
threshold=0.076710000000000014 -0.087614999999999985 0.11462500000000002 0.092550000000000007 -0.0066199999999999991 0.041585000000000004 -0.17157499999999998 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3 -5 -8
right_child=2 5 -4 6 -6 -7 7 -9
leaf_value=-0.025109321389844459 -0.0093652030009322533 -0.00535775642081073 0.014831608816097847 0.0044074476029210786 0.029101716452121968 0.014674946410174354 -0.030958240227431013 0.0031338482792034879
leaf_weight=0.0010548284743850688 0.0011402673912011461 0.0018868898460332856 0.0016687402436039531 0.0010903434992014559 0.001208473309875635 0.0011153517891493913 0.0012194316084308764 0.0010631087305211138
leaf_count=630 241 579 413 201 374 799 390 283
internal_value=0 -0.00498581 0.00265558 -0.000895618 0.0104268 0.00208452 -0.00878008 -0.0150796
internal_weight=0 0.00405707 0.00739036 0.00572162 0.00234874 0.00300224 0.00337288 0.00228254
internal_count=3910 2008 1902 1489 615 1378 874 673
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=10
num_cat=0
split_feature=48 48 52 2 133 3 1 43 3
split_gain=5.49918e-05 7.34905e-05 3.81884e-05 5.31919e-05 5.12477e-05 7.82032e-05 6.89119e-05 7.06188e-05 4.37174e-05
threshold=0.11930500000000001 0.092755000000000018 0.11401500000000002 0.11260500000000001 0.089845000000000022 -0.10315499999999998 0.10884000000000001 -0.06705499999999999 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.00044491629647517271 -0.00043722930632340314 0.00048981586855648596 -0.00032903417635361782 0.00040275846901858999 -0.00043018542736398212 0.00047403078266192248 -0.0005283616954485208 -0.00032017841272665722 0.00013808955199271457
leaf_weight=0.0013740007141026418 0.001055446548530385 0.0011994744393381126 0.0013604421167263342 0.0012275689467094722 0.0010923656349327935 0.0010453752121250383 0.0010555771455052973 0.0017644706177229619 0.0014647156393373661
leaf_count=277 161 287 566 379 507 590 169 819 155
internal_value=0 3.02857e-05 -2.27928e-05 2.33752e-05 -3.63592e-05 2.78105e-05 -7.97109e-05 3.10807e-05 -0.000112314
internal_weight=0 0.011584 0.0103845 0.00902407 0.0077965 0.00670414 0.00533014 0.00427456 0.00322919
internal_count=3910 3749 3462 2896 2517 2010 1733 1564 974
is_linear=0
shrinkage=0.00196078


Tree=5852
num_leaves=9
num_cat=0
split_feature=50 4 2 48 42 15 16 457
split_gain=1.7993e-05 3.39954e-05 3.51044e-05 3.81006e-05 4.03048e-05 5.62107e-05 6.1065e-05 3.00631e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.083775000000000002 0.084100000000000022 0.079360000000000014 0.15737500000000001 0.08351500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=0.020604060075188887 -0.012808108402695027 0.016673732099586485 -0.017367911141311171 0.0010725093464218885 -0.014893761255134395 -0.017327835370673811 -0.0080985625529582227 0.025417711474472304
leaf_weight=0.0019228806166506462 0.001008673394098201 0.0012466626249032558 0.0011375286380289557 0.0010140623481295823 0.0018469694837384976 0.0010366501984715305 0.0012061731778959552 0.0010148667252151036
leaf_count=372 689 396 331 343 922 548 185 124
internal_value=0 0.00117908 -0.000925323 0.00140057 -0.0025979 0.00285377 0.00953991 0.0132499
internal_weight=0 0.0104258 0.00917913 0.0080416 0.00601267 0.0041657 0.00312905 0.00202893
internal_count=3910 3221 2825 2494 2027 1105 557 467
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=9
num_cat=0
split_feature=43 43 42 13 4 48 15 12
split_gain=1.5112e-05 4.2396e-05 3.71502e-05 3.31293e-05 5.66921e-05 5.10202e-05 8.12142e-05 2.70057e-05
threshold=-0.062599999999999989 -0.093039999999999984 0.08221500000000001 -0.10023999999999998 -0.08266999999999998 0.087945000000000009 -0.10312999999999999 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 6 -6 -1
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.015477431495853847 0.012637692419329714 0.016097848470086034 -0.020241128303382913 -0.024801207114387012 -0.013797474312845674 -0.017326456846700991 0.021754675831362508 0.007166264521060949
leaf_weight=0.0011061830815650069 0.0015950976014473886 0.0018305487669266702 0.001038665002923678 0.0010293944638075691 0.0010140548242028521 0.0010315681887989791 0.001753824032812973 0.0010054111203689918
leaf_count=344 231 1160 766 401 157 132 461 258
internal_value=0 0.00495976 -0.00269431 0.000142776 -0.00398463 0.00165526 0.0087296 -0.0046959
internal_weight=0 0.00394214 0.0074626 0.00642394 0.00482884 0.00379945 0.00276788 0.00211159
internal_count=3910 1762 2148 1382 1151 750 618 602
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=11
num_cat=0
split_feature=484 48 3 42 42 15 15 2 49 1
split_gain=9.2666e-05 8.10636e-05 0.000103291 8.36526e-05 5.47614e-05 9.21254e-05 6.13658e-05 9.21189e-05 8.47077e-05 5.47316e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 -0.10315499999999998 0.092395000000000019 0.08622500000000001 0.024640000000000006 -0.017214999999999998 0.086545000000000025 -0.0090499999999999973 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 7 -4 -9 -2
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00057443345336550557 0.00013260233921401474 -0.00048788072588648422 -0.0004608846376065182 -0.00049432193249304528 0.00048212369586442239 -0.00043426042510784428 0.00043145216062704267 0.00062022041230018672 -0.00012560377383108741 0.000734721030635416
leaf_weight=0.0010134391713354203 0.0010762087314624179 0.0010168772971783672 0.0012156956194675113 0.0011706401687657025 0.0010597858914765789 0.0014548284456023979 0.0016873106762641654 0.001045950754873781 0.0013298900063435379 0.0012598637598337219
leaf_count=627 130 137 211 577 477 645 248 129 433 296
internal_value=0 4.23901e-05 9.0108e-05 -5.59124e-06 6.782e-05 2.61444e-06 0.000123015 -2.18889e-05 0.000202741 0.00045733
internal_weight=0 0.0123171 0.0113002 0.0089641 0.00779346 0.00673368 0.00527885 0.00359154 0.00237584 0.00233607
internal_count=3910 3283 3146 2720 2143 1666 1021 773 562 426
is_linear=0
shrinkage=0.00196078


Tree=5855
num_leaves=10
num_cat=0
split_feature=48 48 403 3 13 4 3 16 1
split_gain=5.96544e-05 7.86908e-05 3.66005e-05 5.96572e-05 6.33506e-05 6.73404e-05 5.86828e-05 5.81041e-05 5.20045e-05
threshold=0.11930500000000001 0.092755000000000018 0.087440000000000004 -0.10315499999999998 -0.0041499999999999983 0.08734500000000002 -0.012889999999999999 -0.008069999999999999 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -6
right_child=-2 -3 -4 4 7 -7 -8 -9 -10
leaf_value=0.0003239162453400478 -0.00045687889192164887 0.00050507230851062727 -0.00037715666237838453 -0.00081643980242317702 0.00019384298059503419 0.00012904209257099826 -0.00017171034250836121 0.00041192681293257554 -0.00036214557381575698
leaf_weight=0.00189504147807409 0.0010543420322592862 0.0012023316261788779 0.0010224913135380058 0.0010031514283549816 0.001321807509474646 0.001089950471424371 0.0011826690665047235 0.0014511953455716977 0.0012665640046947649
leaf_count=408 161 287 328 1551 282 320 139 284 150
internal_value=0 3.05503e-05 -2.52046e-05 1.38674e-05 -6.64509e-05 -0.000269079 -0.0004676 9.78642e-05 -7.82181e-05
internal_weight=0 0.0114352 0.0102329 0.00921038 0.00731534 0.00327577 0.00218582 0.00403957 0.00258837
internal_count=3910 3749 3462 3134 2726 2010 1690 716 432
is_linear=0
shrinkage=0.00196078


Tree=5856
num_leaves=8
num_cat=0
split_feature=12 16 2 3 13 49 4
split_gain=1.53489e-05 4.2524e-05 3.37041e-05 9.28192e-05 3.26848e-05 3.28609e-05 3.19154e-05
threshold=0.092365000000000017 0.022165000000000004 0.10274500000000002 0.11265500000000002 -0.017604999999999999 -0.00064499999999999985 -0.078484999999999985
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.013451461459201739 -0.018423886052307287 0.0052754867743254677 0.03325542464697475 -0.0035662939154186058 -0.010464338105277216 -0.0032551783598281808 0.019543801710353952
leaf_weight=0.0018068228321930762 0.0014623620113878924 0.0015699036035814783 0.0011298531908148154 0.0017371367681771471 0.0012255268418368552 0.0010945434686989888 0.0013985320727192673
leaf_count=1283 740 437 374 241 180 449 206
internal_value=0 -0.00615394 0.00214713 0.0109448 -0.00241774 0.00294341 0.00953429
internal_weight=0 0.00303227 0.00839242 0.00286699 0.00552543 0.0037186 0.00249308
internal_count=3910 1177 2733 615 2118 835 655
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=9
num_cat=0
split_feature=52 0 16 160 42 13 3 15
split_gain=1.48186e-05 3.77992e-05 5.16948e-05 3.4801e-05 3.85943e-05 5.8009e-05 4.59173e-05 5.83143e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.26364000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.083144999999999983 -0.072424999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8
right_child=3 2 -4 4 5 6 7 -9
leaf_value=-0.0080732656041476638 -0.016952631455107697 0.025394177307342898 -0.0044982335750788907 -0.01574826798286098 -0.014962448995369793 0.025452722198763905 0.017769296670030819 -0.012256495643694479
leaf_weight=0.0013772747366045382 0.0013795164958111967 0.0013684553168299466 0.0010022340329491953 0.0011748183359938467 0.001190873546935361 0.0013167642779483286 0.0012731772330198123 0.0013147896602616514
leaf_count=128 924 648 414 695 125 214 216 546
internal_value=0 0.00510235 0.0127568 -0.00257286 0.000590749 0.0043578 0.0102501 0.00251501
internal_weight=0 0.00374796 0.00237069 0.00764994 0.00627042 0.0050956 0.00390473 0.00258797
internal_count=3910 1190 1062 2720 1796 1101 976 762
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=8
num_cat=0
split_feature=42 403 42 160 43 2 1
split_gain=1.39453e-05 3.26422e-05 3.92402e-05 5.3169e-05 6.59892e-05 2.76615e-05 3.46243e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06705499999999999 0.086650000000000019 0.091310000000000016
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=-0.017675640187085423 -0.0081425499088064648 0.017514345763149676 -0.012405588146767767 0.028943829835852454 -0.011409425951121845 0.017145146571189658 -0.0039622851241720713
leaf_weight=0.0011672443969042764 0.0017907377381167064 0.0011199963495560549 0.0018814374596821141 0.0011022445639952208 0.0011950340540744673 0.0015397461702079459 0.0015691672777255201
leaf_count=838 832 358 765 429 246 119 323
internal_value=0 0.00147199 -0.000653105 0.00207336 0.00711225 0.00152117 0.00649156
internal_weight=0 0.00957487 0.00845487 0.00728763 0.00540619 0.00430395 0.00310891
internal_count=3910 3078 2720 1882 1117 688 442
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=8
num_cat=0
split_feature=1 0 2 15 15 1 15
split_gain=1.79118e-05 5.65344e-05 2.90981e-05 4.16507e-05 3.79904e-05 5.17529e-05 2.75223e-05
threshold=0.076710000000000014 -0.087614999999999985 0.11462500000000002 0.035895000000000003 -0.064869999999999983 0.092550000000000007 0.041585000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -3
right_child=2 6 -4 -5 -6 -7 -8
leaf_value=-0.025399206154910842 0.013919949966186201 -0.0057387676910854429 0.014568117449297022 -0.018862411161739048 0.015614830162497061 -0.013321168753829188 0.014202742871753682
leaf_weight=0.0010458613261925915 0.0011073233256384781 0.0018713333874347117 0.0016556419542498859 0.0010143601510740402 0.0016634843183371429 0.0018839132521710916 0.0010983001001190038
leaf_count=630 137 579 413 496 434 422 799
internal_value=0 -0.00540514 0.00290513 -0.000501015 0.00350031 -0.0032368 0.00163647
internal_weight=0 0.00401549 0.00732472 0.00566908 0.00465472 0.00299124 0.00296963
internal_count=3910 2008 1902 1489 993 559 1378
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=10
num_cat=0
split_feature=48 0 4 4 43 16 52 1 52
split_gain=4.84392e-05 7.52468e-05 0.000192198 3.77152e-05 6.16226e-05 5.53088e-05 0.000110052 6.88609e-05 2.0043e-05
threshold=0.11930500000000001 -0.17106499999999999 0.0057500000000000008 -0.084009999999999987 -0.083254999999999982 -0.088144999999999987 -0.015539999999999998 0.08844500000000001 -0.11712499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 8 -5 -7
right_child=-2 3 -4 5 -6 6 -8 -9 -10
leaf_value=-0.00025323069125368863 -0.00040426819690832092 0.00048009931219037858 0.00087594846534219488 -0.0002261085551404754 -9.3866064596048805e-05 -0.0001578888061645502 -0.00062577281163919099 0.00040696109793059832 0.00023262644973250587
leaf_weight=0.0010905059730803629 0.0010727911785561933 0.0011978332156685396 0.0012368504809068339 0.0013299008060909548 0.0017996535110875321 0.0010154982052091159 0.0018462550823603284 0.0013125581921219914 0.0010057402685661543
leaf_count=81 161 255 135 513 509 418 1031 352 455
internal_value=0 3.08555e-05 0.00034686 -4.65004e-05 0.000135498 -0.000130301 -0.000279693 8.83488e-05 3.64262e-05
internal_weight=0 0.0118348 0.00232736 0.00950744 0.00299749 0.00650995 0.00386749 0.00264246 0.00202124
internal_count=3910 3749 216 3533 764 2769 1904 865 873
is_linear=0
shrinkage=0.00196078


Tree=5861
num_leaves=10
num_cat=0
split_feature=133 4 157 160 133 43 3 4 47
split_gain=4.77018e-05 7.48911e-05 6.80659e-05 8.84999e-05 6.49125e-05 5.4425e-05 8.83398e-05 5.23803e-05 6.38038e-05
threshold=0.10599500000000002 -0.41745999999999994 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 0.0057500000000000008 0.089345000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9
right_child=-2 2 3 4 5 6 7 8 -10
leaf_value=0.00048287342985197892 -0.00041765625204547496 0.00043113491565481863 -0.00054374920321917689 -0.00040053274067560483 -0.00026387614351828793 0.00053849540167951035 -0.00030766327596921532 0.0005143967060595244 -0.00013595923960215214
leaf_weight=0.0012380636461693248 0.0010087812475890858 0.0011170422643011118 0.0013589983184613815 0.0013240009448450959 0.0014452199940878357 0.0016740279007355016 0.0013753173370237063 0.0011117132097999906 0.0012125316229676343
leaf_count=235 557 393 743 836 284 360 234 188 80
internal_value=0 2.64937e-05 -2.67161e-05 -8.05416e-05 -3.23431e-06 7.39087e-05 0.000164755 -4.35941e-06 0.000175114
internal_weight=0 0.0118569 0.0106189 0.00950181 0.00814281 0.00681881 0.00537359 0.00369956 0.00232424
internal_count=3910 3353 3118 2725 1982 1146 862 502 268
is_linear=0
shrinkage=0.00196078


Tree=5862
num_leaves=10
num_cat=0
split_feature=133 133 50 16 160 43 4 49 48
split_gain=4.82452e-05 7.23832e-05 4.62065e-05 5.32351e-05 8.73501e-05 7.93195e-05 7.6624e-05 5.15951e-05 4.37309e-05
threshold=0.10599500000000002 0.083815000000000014 0.086465000000000014 -0.013279999999999998 -0.075234999999999982 -0.074254999999999988 -0.0031049999999999997 -0.047309999999999998 0.091065000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00052891476114389651 -0.00041505076091289409 0.00043606258685372119 -0.00041870587219939242 0.00060092194244696956 0.00032073882402899287 -0.00037600819662886851 0.00033259953572930856 5.0429092567111021e-05 -0.00044862419201966341
leaf_weight=0.0012631692505748072 0.0010027985116287845 0.0014964916127285935 0.0010327986938727428 0.0013351601715653463 0.0012858429355771678 0.0012282292038133219 0.0013817804949342602 0.001903744797234137 0.0010459929758989805
leaf_count=702 557 711 401 256 244 424 145 370 100
internal_value=0 3.26783e-05 -2.49409e-05 1.81217e-05 0.000195603 -1.96512e-05 -0.000103988 1.99297e-05 -0.000126538
internal_weight=0 0.0119732 0.0104767 0.00944392 0.00384923 0.00251407 0.00559469 0.00433152 0.00294974
internal_count=3910 3353 2642 2241 924 668 1317 615 470
is_linear=0
shrinkage=0.00196078


Tree=5863
num_leaves=9
num_cat=0
split_feature=1 0 2 16 4 49 15 15
split_gain=1.48772e-05 4.72647e-05 2.75171e-05 2.51429e-05 4.33923e-05 4.95824e-05 5.30915e-05 3.02544e-05
threshold=0.076710000000000014 -0.087614999999999985 0.092450000000000018 0.081265000000000018 -0.077679999999999985 -0.047309999999999998 -0.10071499999999999 -0.12507499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -7
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.023199309008196733 0.023754842830049222 -0.011979364386654692 0.0083235982564215678 -0.0095620437315943971 0.017424455242049965 -0.0061917385488690774 -0.024198185373669759 0.016108632950048062
leaf_weight=0.0010478754744383499 0.0010628644340627356 0.0010067297416090164 0.0019813671351433487 0.0013755529667256834 0.001396290361561546 0.0014862426639644368 0.0010107063779111825 0.0010299571024607549
leaf_count=630 337 797 581 381 282 393 447 62
internal_value=0 -0.00492517 0.00148326 0.00262934 0.00543083 0.00147488 -0.00483951 0.00293648
internal_weight=0 0.00403597 0.0029881 0.00736161 0.00598606 0.0049232 0.00352691 0.0025162
internal_count=3910 2008 1378 1902 1521 1184 902 455
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 52 15 12
split_gain=7.93351e-05 6.82321e-05 8.09085e-05 5.20271e-05 9.27671e-05 6.00302e-05 7.49385e-05 7.69448e-05 6.31413e-05 5.67053e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -0.032959999999999996 -0.017214999999999998 -0.070004999999999998 -0.11399999999999998 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -5
right_child=1 -3 -4 9 5 6 -8 8 -10 -11
leaf_value=-0.00053471964631484562 0.00051194150705704351 -0.000446946493623107 0.00051853613138255598 -0.00057620858391326272 -0.00043710037020554168 -0.000517043517878454 0.00053470553297674521 0.00050301314811734366 -0.00012927151283152554 6.2006282517753213e-05
leaf_weight=0.0010103190040586423 0.0016090110912506369 0.0010212159663691529 0.0014257633702900322 0.0010513812195464558 0.0010812906178103536 0.0010128329129224676 0.0010564467858514828 0.0010085490331164211 0.0015259739843290149 0.0010902897402197266
leaf_count=627 281 480 508 466 483 152 135 184 131 463
internal_value=0 3.76189e-05 8.31783e-05 1.73949e-05 9.62894e-05 -2.13497e-05 7.62973e-05 -6.02224e-05 0.00012233 -0.000251304
internal_weight=0 0.0118828 0.0108615 0.00943578 0.0072941 0.00568509 0.0046038 0.00354736 0.00253452 0.00214167
internal_count=3910 3283 2803 2295 1366 1085 602 467 315 929
is_linear=0
shrinkage=0.00196078


Tree=5865
num_leaves=12
num_cat=0
split_feature=484 474 133 4 52 12 42 2 3 0 16
split_gain=0.000123427 8.96461e-05 8.52889e-05 0.00010774 8.4301e-05 8.27301e-05 0.000125457 8.00012e-05 6.38452e-05 0.000109075 6.14165e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.10599500000000002 -0.41745999999999994 -0.081429999999999989 0.092365000000000017 0.088115000000000013 0.086545000000000025 -0.078884999999999997 -0.10209999999999998 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 8 -5 -6 10 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00067626006534077666 0.00063131398414888076 0.00059119348360708987 -0.00054489322087637748 -6.7699073522226884e-05 -0.00057679804320571884 -0.0005156832298672284 0.00059789956626169155 0.00070212752743246671 -1.4649035912095775e-05 0.00045408392121020755 -0.00062349916813872854
leaf_weight=0.0010005544263304066 0.0010739656550903419 0.0010379978444733625 0.0010440890536930073 0.0010127964054218012 0.0010389766398059622 0.0015962332937554538 0.0010622571857204152 0.0010645056866289066 0.001636113069785275 0.0012276576632207986 0.0010430678799701058
leaf_count=612 173 318 460 185 677 424 322 312 189 155 83
internal_value=0 3.87482e-05 -9.84954e-06 4.20894e-05 -2.32724e-05 -0.000118902 -1.34846e-05 0.000326796 -0.000144797 -2.99116e-05 -0.000251689
internal_weight=0 0.0128377 0.0117997 0.0107556 0.00968161 0.00760431 0.00600807 0.0020773 0.00494582 0.00390684 0.00267918
internal_count=3910 3298 2980 2520 2347 1850 1426 497 1104 427 272
is_linear=0
shrinkage=0.00196078


Tree=5866
num_leaves=9
num_cat=0
split_feature=157 160 133 12 0 42 0 16
split_gain=1.59365e-05 3.37276e-05 6.22467e-05 2.79047e-05 4.87437e-05 6.72667e-05 5.69887e-05 8.53442e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.10595000000000002 -0.017269999999999997 0.088115000000000013 -0.099864999999999995 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.011391462906276463 -0.015149193856049004 -0.019324690533541508 -0.018543721482568883 -0.01097256328664536 0.026024819452747518 0.022189198204515301 -0.020642526547915062 0.017956543422934523
leaf_weight=0.0010987829527196796 0.0014983217305076782 0.001279206333535416 0.0010061133310692071 0.0010067929330781966 0.0011083215677350627 0.0013698311635892222 0.0013063023269105885 0.0017632617557232022
leaf_count=502 866 847 159 192 212 463 500 169
internal_value=0 -0.00127555 0.00107599 0.00452765 0.00690878 0.0030181 -0.00342529 0.00469601
internal_weight=0 0.0103382 0.00883983 0.00756062 0.00655383 0.00544551 0.00407568 0.00276938
internal_count=3910 3408 2542 1695 1503 1291 828 328
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=10
num_cat=0
split_feature=48 48 51 2 52 15 484 15 43
split_gain=6.32488e-05 7.89736e-05 4.71872e-05 7.06323e-05 5.26067e-05 6.37331e-05 6.43018e-05 0.000137017 6.05707e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11260500000000001 0.091715000000000005 0.088190000000000004 0.073820000000000011 -0.014614999999999998 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00045787724468163474 -0.00046862392237268701 0.0005057147951989658 -0.00038192194041419922 0.00042694442527411693 -0.00037078002457224699 0.00043178497370107284 0.00036669978500623396 -0.00065414222729705685 -0.00017385022389964635
leaf_weight=0.0010505558333096269 0.0010780935032458109 0.0011928631745908259 0.0012648123978452096 0.001402399846368532 0.0015773891663870259 0.0012199095454973373 0.001025828244683758 0.0014780749054150001 0.0013126230158877232
leaf_count=380 161 287 395 425 560 399 250 733 320
internal_value=0 2.80218e-05 -2.71316e-05 2.23615e-05 -5.16676e-05 3.10275e-05 -6.94203e-05 -0.000185889 0.000106985
internal_weight=0 0.0115245 0.0103316 0.00906678 0.00766438 0.00608699 0.00486708 0.00384125 0.00236318
internal_count=3910 3749 3462 3067 2642 2082 1683 1433 700
is_linear=0
shrinkage=0.00196078


Tree=5868
num_leaves=9
num_cat=0
split_feature=133 40 4 52 15 48 16 1
split_gain=1.86932e-05 4.40487e-05 4.71068e-05 6.83745e-05 6.72082e-05 5.55601e-05 4.81793e-05 2.97648e-05
threshold=-0.085714999999999986 -0.012844999999999997 -0.034289999999999994 -1.0000000180025095e-35 -0.07142999999999998 0.087945000000000009 -0.094359999999999986 0.099115000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -6
right_child=1 2 4 -5 7 -7 -8 -9
leaf_value=0.011140797550778231 0.015754866435432564 -0.035206362276209706 0.018857398545735472 -0.003209213974444694 0.0036147723989866151 -0.021660178290064357 -0.010082589419620119 0.027719698396824234
leaf_weight=0.0013170849329730604 0.0012872053661384429 0.0010264282744543013 0.0010497735589488967 0.0019116233145032903 0.001018684005042194 0.0015063908331598885 0.0012726543881126802 0.0010304270947243089
leaf_count=604 368 443 247 977 501 285 320 165
internal_value=0 -0.00152534 -0.00404839 -0.0143876 0.00111963 -0.00670294 0.00299874 0.0157363
internal_weight=0 0.0101032 0.00881598 0.00293805 0.00587793 0.00382882 0.00232243 0.00204911
internal_count=3910 3306 2938 1420 1518 852 567 666
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=11
num_cat=0
split_feature=484 133 133 3 3 3 4 4 1 43
split_gain=7.73589e-05 4.9102e-05 7.44845e-05 5.55386e-05 0.000105711 6.14102e-05 5.97902e-05 6.1415e-05 5.80453e-05 6.18042e-06
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 -0.018854999999999997 0.0057500000000000008 0.074650000000000008 0.086560000000000012 -0.028814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 -6 8 -8 -7 -2
right_child=1 -3 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.00053431925005460647 0.00040441303096583049 -0.00037647243156637897 0.00049303207792377325 -0.00065152045320692679 0.00040883029510650553 1.7021441199715998e-05 0.00044018584335442801 -0.00013110760049496668 -0.00063214214057606374 0.00018906481694340704
leaf_weight=0.0010027714487438966 0.0010050847629533852 0.0010295448770309594 0.0014038263112089956 0.0010341423040554718 0.0012770322357323425 0.0010100212745888688 0.0012419562328028976 0.0017329206733002484 0.0011132551828924352 0.0010452357705052857
leaf_count=627 136 480 508 849 432 75 76 275 219 233
internal_value=0 3.27836e-05 7.15693e-05 9.02362e-06 -7.00099e-05 2.4319e-05 -7.19969e-05 0.000107397 -0.000323342 0.00029463
internal_weight=0 0.011893 0.0108635 0.00945965 0.00740933 0.00637519 0.00509815 0.00297488 0.00212328 0.00205032
internal_count=3910 3283 2803 2295 1926 1077 645 351 294 369
is_linear=0
shrinkage=0.00196078


Tree=5870
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 2 16 48 16
split_gain=8.96206e-05 7.76436e-05 0.000118559 7.17649e-05 8.96743e-05 8.42044e-05 5.78068e-05 5.66278e-05 4.88223e-05 1.88782e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.086650000000000019 -0.089864999999999987 0.084260000000000015 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 8 9 -10 -11
leaf_value=-0.00057044297131163117 -0.0004697722481313278 -0.00048201326305322541 0.00068846407520604903 -0.00041783665692373084 0.0005151693708523574 -0.00041905649256355094 8.2054784988623919e-05 0.00029289233860994428 0.0006429922382429088 -6.1994899022357891e-05
leaf_weight=0.0010193178279154875 0.0010516216506553334 0.0010233044370844624 0.0011163972965107976 0.0011865275140680261 0.0014660644782525482 0.0015685797991669857 0.0013833406723018173 0.001113680539383332 0.0010488667703874299 0.0011942879908089978
leaf_count=627 261 137 368 265 117 498 659 438 135 405
internal_value=0 3.48545e-05 8.23786e-05 1.4803e-05 7.16683e-05 -1.50797e-05 9.18381e-05 -6.97171e-05 0.000323954 0.000109251
internal_weight=0 0.0121527 0.0111294 0.010013 0.00896135 0.00749528 0.0059267 0.0034945 0.00243221 0.00230797
internal_count=3910 3283 3146 2778 2517 2400 1902 1108 794 843
is_linear=0
shrinkage=0.00196078


Tree=5871
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 157 0 0 52
split_gain=6.82491e-05 4.7387e-05 6.94204e-05 0.000120052 7.0212e-05 0.00014796 6.78213e-05 5.61845e-05 9.59384e-05 5.36028e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.049344999999999993 -0.10209999999999998 -0.083564999999999987 -0.096614999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 7 -4 -6 -9 -8
right_child=1 -3 3 -5 5 -7 9 8 -10 -11
leaf_value=-0.00049897530745671625 -0.00044320015961231245 -0.00037265130274463225 0.00049365848324415304 0.00080779027402423144 -0.00055427472007477661 0.00048804428322212612 0.00015363641935748815 0.00041564343424729762 -0.00043824744701881748 -0.00045494148808199306
leaf_weight=0.001002303662125655 0.0014179260768910143 0.0010087464660541575 0.0010022716087357349 0.0011447120853886974 0.0011460202455321907 0.0018703888749142784 0.0012393190542692571 0.0010126741510768464 0.0010108473075328666 0.0010098354755776538
leaf_count=627 238 480 366 117 190 338 383 484 456 231
internal_value=0 3.38583e-05 7.16384e-05 0.000261697 -5.77424e-05 5.07016e-05 6.94367e-05 -0.00020738 -1.09166e-05 -0.000119606
internal_weight=0 0.0118627 0.010854 0.00439614 0.00645786 0.00503993 0.00325143 0.00316954 0.00202352 0.00224915
internal_count=3910 3283 2803 1097 1706 1468 980 1130 940 614
is_linear=0
shrinkage=0.00196078


Tree=5872
num_leaves=8
num_cat=0
split_feature=157 2 2 12 42 13 2
split_gain=1.70894e-05 3.24202e-05 4.23541e-05 3.84849e-05 3.55332e-05 4.73703e-05 5.48575e-05
threshold=-0.07453499999999999 0.086545000000000025 0.090050000000000005 0.086865000000000012 0.092145000000000019 -0.090929999999999983 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=0.011754816978251217 -0.018765435645020142 0.021315575139239745 0.017045291599275935 0.0021640348724172322 -0.017540866943659087 0.0072617061412600442 -0.019320568751536687
leaf_weight=0.0011021445308612579 0.0019054402627676345 0.0010349505461190404 0.0015945812179604586 0.0016302403539060787 0.0010247662650514642 0.0018193314467169694 0.0013542012126548362
leaf_count=502 731 410 227 736 440 605 259
internal_value=0 -0.00134275 0.0026821 -0.00911522 -0.000646945 0.00298391 -0.00408141
internal_weight=0 0.0103635 0.00682783 0.00353568 0.00579288 0.00476811 0.00317353
internal_count=3910 3408 1941 1467 1531 1091 864
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=11
num_cat=0
split_feature=133 13 42 12 52 3 1 15 3 1
split_gain=4.86469e-05 6.76636e-05 4.76398e-05 7.0848e-05 4.70928e-05 8.90229e-05 0.000107851 4.20676e-05 5.7532e-05 4.01683e-05
threshold=0.10599500000000002 -0.23438999999999996 0.098285000000000011 0.092365000000000017 0.13709500000000002 0.11265500000000002 0.094485000000000013 -0.0071449999999999994 -0.078884999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 -3
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.00047468673451073792 -0.00041390664043668401 -3.2706435618026224e-05 0.00036320030781737992 -0.00043572734661573027 0.00039474795179861516 -0.0005780214778594591 0.00053700383424644556 -0.00018661382158317261 0.00042512961148923317 -0.00058565346763771945
leaf_weight=0.0011749828627805421 0.0010413581865092768 0.0010107945039317867 0.0011100518815902053 0.0016478620104977441 0.0010652350257322075 0.0010353447859096591 0.00132650955847303 0.0013854113048405465 0.0010308498008269381 0.001009598707327637
leaf_count=193 557 558 280 641 265 109 347 702 130 128
internal_value=0 2.81998e-05 -2.11912e-05 -6.60516e-05 1.14147e-05 -4.86485e-05 4.64526e-05 -0.000100217 7.43744e-05 -0.000309016
internal_weight=0 0.0117966 0.0106217 0.00951161 0.00786374 0.00679851 0.00576316 0.00443665 0.00241626 0.00202039
internal_count=3910 3353 3160 2880 2239 1974 1865 1518 832 686
is_linear=0
shrinkage=0.00196078


Tree=5874
num_leaves=10
num_cat=0
split_feature=48 4 42 43 16 133 1 49 47
split_gain=4.96884e-05 8.62518e-05 5.93467e-05 4.19617e-05 5.94306e-05 6.80689e-05 0.000112483 6.30739e-05 3.78085e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 0.14198000000000002 0.15737500000000001 0.083815000000000014 1.0000000180025095e-35 -0.006494999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.0005775532804262628 -0.00041466639387419867 0.0005101191235902902 -0.00038050236080814639 0.00041093468181915442 -0.00038014765854301087 0.00049008823043429238 -0.00018037255319087802 0.00055590478939502024 5.4888295759826562e-05
leaf_weight=0.0011291107417912556 0.001050067371768988 0.0012827588760644616 0.0015662116787219923 0.0010052736111377516 0.0014006042854001052 0.0011833288292511564 0.0015571874734707112 0.0012788023333362201 0.0010583461020241564
leaf_count=737 161 388 655 199 399 703 206 330 132
internal_value=0 3.0973e-05 -2.94098e-05 3.44364e-05 -1.53158e-05 6.70112e-05 -3.26494e-05 0.000125338 0.000329026
internal_weight=0 0.0114616 0.0101789 0.00861265 0.00760738 0.00620678 0.00502345 0.00389434 0.00233715
internal_count=3910 3749 3361 2706 2507 2108 1405 668 462
is_linear=0
shrinkage=0.00196078


Tree=5875
num_leaves=10
num_cat=0
split_feature=48 48 474 51 52 12 133 52 4
split_gain=5.0972e-05 8.34696e-05 6.25535e-05 4.59016e-05 5.39595e-05 5.62455e-05 8.59922e-05 7.65916e-05 9.18743e-05
threshold=0.11930500000000001 0.092755000000000018 0.083795000000000022 -0.10386999999999998 -0.023079999999999996 0.10129000000000001 -1.0000000180025095e-35 0.11262000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.00029342884342819803 -0.00041672287445272091 0.00050396685300077159 0.00043300524771183849 -0.00041225339817865147 -0.00044845289458551716 -0.00042708227476489802 0.00060486815373965387 -0.00031157487062360393 -4.5581192307030769e-05
leaf_weight=0.0011158180517782728 0.0011108493674399566 0.0012404118236182217 0.001003984442329609 0.0019926446344978544 0.0011055523467714294 0.00121039809737281 0.0018151173328548697 0.001003647125395152 0.0015459743388400917
leaf_count=325 161 287 453 528 731 297 458 352 318
internal_value=0 2.22541e-05 -3.31072e-05 -8.09121e-05 -0.000129071 -4.46061e-05 4.00235e-05 0.00016375 0.000305686
internal_weight=0 0.0120335 0.0107931 0.00978915 0.00867333 0.00668069 0.00547029 0.00436474 0.00336109
internal_count=3910 3749 3462 3009 2684 2156 1859 1128 776
is_linear=0
shrinkage=0.00196078


Tree=5876
num_leaves=8
num_cat=0
split_feature=1 12 3 43 52 4 2
split_gain=1.89773e-05 3.91456e-05 6.38215e-05 3.30387e-05 4.50355e-05 5.59911e-05 4.81083e-05
threshold=0.10498500000000001 0.090840000000000018 0.12046500000000002 -0.15648499999999999 0.090300000000000005 -0.076329999999999995 0.087005000000000013
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=0.013500973128367658 0.027896133795258432 -0.0081289754203313705 -0.0033337635797555023 0.012958932650950432 -0.020644176521712874 0.0048511899723487351 -0.020155710124438952
leaf_weight=0.0010377466605491527 0.0013407168842029416 0.0013859648890770654 0.001278268860424582 0.0018061679017768802 0.0015404673606891272 0.0013729250890384308 0.0017497901111107636
leaf_count=235 355 275 229 857 697 471 791
internal_value=0 0.00546146 0.0126535 -0.00306284 -0.00571983 -0.0010554 -0.00916124
internal_weight=0 0.00400495 0.00261899 0.0075071 0.00646935 0.00492888 0.00312272
internal_count=3910 859 584 3051 2816 2119 1262
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=10
num_cat=0
split_feature=11 3 376 3 2 15 12 49 2
split_gain=7.58048e-05 6.22383e-05 4.91346e-05 7.12604e-05 0.00019011 0.000112817 0.000158159 7.1739e-05 7.46364e-05
threshold=0.081005000000000008 -0.10628499999999998 0.048375000000000008 0.097615000000000021 0.11230000000000001 0.088190000000000004 0.086935000000000012 -0.010424999999999999 0.082715000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.00035638350420143824 -0.00052474119256821215 -0.00051257193219451285 0.0003599176392706603 0.00068357099567207559 -0.00025569414459279709 0.00028297621557585854 -0.00084452595769694122 -0.00029054142384868017 0.00042271871090125284
leaf_weight=0.0019684971326631396 0.0010007948765712151 0.0010591165624786502 0.0011556560396264312 0.0014978290623619348 0.0018539734004089598 0.0014946931323506826 0.0015745890593972184 0.0010174784445007477 0.0012656885977090089
leaf_count=290 233 210 198 171 226 779 1017 156 630
internal_value=0 3.54623e-05 -2.23938e-05 -6.76467e-05 0.000164038 -0.000188765 -0.000332171 -9.0795e-05 0.000104859
internal_weight=0 0.0128875 0.010919 0.00976337 0.0033518 0.00641157 0.00491687 0.00334228 0.00228317
internal_count=3910 3677 3387 3189 397 2792 2013 996 786
is_linear=0
shrinkage=0.00196078


Tree=5878
num_leaves=9
num_cat=0
split_feature=4 151 133 160 47 42 133 0
split_gain=1.71833e-05 3.15352e-05 3.60194e-05 6.82204e-05 5.6885e-05 6.69423e-05 0.000118234 8.3392e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.085714999999999986 -1.0000000180025095e-35 0.09550500000000002 0.088235000000000022 0.083815000000000014 -0.14012999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.010582013292350395 0.0093701915319173885 0.012320458290685073 -0.031071257624973515 -0.005465389700330784 0.017352203277268191 0.014635219626466257 0.012742684085390263 -0.041154928903857246
leaf_weight=0.001733209176645426 0.0016457788881523725 0.0011271490162151707 0.0010037919749339326 0.0011713846664394847 0.0011261213627184637 0.0010618897508144131 0.0011699171763574819 0.0014842827986652786
leaf_count=556 472 508 743 108 146 460 291 626
internal_value=0 -0.0016663 -0.00427282 -0.00693807 -0.00290975 -0.0075783 -0.0137442 -0.0254127
internal_weight=0 0.00987775 0.00814454 0.00701739 0.0060136 0.00488747 0.00382558 0.00265567
internal_count=3910 3438 2882 2374 1631 1485 1025 734
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 3 15 16 4
split_gain=8.13921e-05 5.98928e-05 8.52467e-05 8.00502e-05 0.000104073 0.000103238 8.43821e-05 6.4131e-05 8.80636e-05 8.36034e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.11399999999999998 -0.094359999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00053751270070248884 -0.00042330481835898675 -0.00041067130675742511 0.00050951550939509597 0.00060233932806550165 -0.00060984045969146106 0.0005415447243209766 0.00035140137159284226 -0.00061776727311124669 -0.00028577094056008297 0.00046103397079154163
leaf_weight=0.0010116034217676874 0.001140499310229662 0.001028889286832777 0.001697146248660515 0.0012702076293900867 0.0010155327276095737 0.001157588449248498 0.0011545443832441165 0.0011806968536932638 0.0013259525824137579 0.0010194190457838287
leaf_count=627 348 480 279 469 705 394 195 115 239 59
internal_value=0 4.16545e-05 8.41113e-05 0.000143036 7.48082e-05 -3.28356e-05 6.75322e-05 -4.96985e-05 -0.000181031 3.88289e-05
internal_weight=0 0.0119905 0.0109616 0.00982109 0.00855088 0.00685373 0.0058382 0.00468061 0.00352607 0.00234537
internal_count=3910 3283 2803 2455 1986 1707 1002 608 413 298
is_linear=0
shrinkage=0.00196078


Tree=5880
num_leaves=8
num_cat=0
split_feature=42 49 160 1 15 0 43
split_gain=1.73637e-05 2.75448e-05 6.94737e-05 3.97382e-05 5.23462e-05 8.39403e-05 4.05026e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.069910000000000014 0.11198000000000001 -0.10312999999999999 -0.10071499999999999 -0.0031199999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=-0.023453980246038966 -0.0090642596625175251 -0.019120266332510925 0.0082398937859725421 0.018388236798154281 0.028663401767681174 0.009170571752980047 -0.014005188598518832
leaf_weight=0.0013182803036605223 0.0018148393009203697 0.0010634926954203308 0.0014549470311051318 0.001673165928113402 0.0011548471779424269 0.0014326101273580249 0.0015921034437664718
leaf_count=491 832 238 225 302 159 1127 536
internal_value=0 0.0015939 -0.00682609 0.0049701 0.000688097 0.00572835 -0.00302834
internal_weight=0 0.00968945 0.00277323 0.00691622 0.00524305 0.00417956 0.00302471
internal_count=3910 3078 716 2362 2060 1822 1663
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=9
num_cat=0
split_feature=484 1 15 43 457 0 0 43
split_gain=1.73732e-05 3.92566e-05 4.92922e-05 6.56654e-05 5.0596e-05 6.15002e-05 8.31498e-05 6.73416e-05
threshold=0.084225000000000008 0.12263000000000002 -0.11739999999999999 -0.15648499999999999 0.069705000000000003 -0.10209999999999998 -0.083424999999999985 0.0050750000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=-0.022477682666848679 0.010970377833195218 0.013455573509738986 0.022292853414271382 -0.027301201955294015 0.012107049321849243 0.017397057836240955 -0.029122093123879207 0.0053376862357095512
leaf_weight=0.001241654561648391 0.0012660712326022982 0.0015063366919749301 0.0010445229545530234 0.0013912594856868269 0.0013943381413283971 0.0013242272045039254 0.0012963269575112083 0.001008114246217814
leaf_count=321 470 333 224 283 211 776 990 302
internal_value=0 -0.00144907 -0.00402956 -0.000958525 -0.00474487 -0.00942566 -0.00257205 -0.0140471
internal_weight=0 0.0102068 0.00870044 0.00745879 0.00641427 0.00501993 0.00362867 0.00230444
internal_count=3910 3440 3107 2786 2562 2351 2068 1292
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=8
num_cat=0
split_feature=47 4 4 1 4 48 12
split_gain=1.85958e-05 4.97095e-05 4.84194e-05 4.98073e-05 4.0605e-05 7.90696e-05 3.08887e-05
threshold=0.11669500000000001 0.25367000000000006 0.055260000000000011 0.095575000000000007 -0.076329999999999995 0.083775000000000002 0.086865000000000012
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=-0.0079059825418112319 -0.012478944761420349 0.016215101109161741 -0.020534528537960298 0.016743545486338177 -0.033656316626274899 0.0024016393995262165 0.012091293145467415
leaf_weight=0.001281846653507513 0.0010927438089969295 0.0018249647508246066 0.0012061521870612374 0.0015905937154801833 0.0010540070608254233 0.0014376398346183598 0.0019436579594377529
leaf_count=484 179 497 296 527 967 316 644
internal_value=0 0.00123826 -0.00197205 0.00109171 -0.00326285 -0.0128515 0.00414418
internal_weight=0 0.0103389 0.0085139 0.00730775 0.00571715 0.00249165 0.0032255
internal_count=3910 3731 3234 2938 2411 1283 1128
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=11
num_cat=0
split_feature=484 133 42 0 151 4 15 43 0 150
split_gain=6.66748e-05 7.33741e-05 0.000115818 9.18956e-05 5.40557e-05 9.44944e-05 8.03052e-05 7.5621e-05 7.47189e-05 7.11119e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.10302000000000001 -0.0088999999999999982 0.27020000000000005 -0.075094999999999981 -0.071899999999999978 -0.083424999999999985 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 -6 -8 -9 -4
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.00048587096713214619 -0.00050511777013385862 -0.00045807547682585111 -0.00055112361565409285 0.00068125181875237212 -0.00029319084078064858 0.00069440837151013752 0.00059891582389723971 0.00028958083325154486 -0.00039034344460542396 0.00016376767913303469
leaf_weight=0.0010265741158742335 0.0011596841455446738 0.0010617530530817815 0.0010545072523394415 0.0011106458915318704 0.0016758194317736518 0.0011018039196364774 0.0013342865526281625 0.0015984741243661961 0.0010165901492671988 0.0010857929717287178
leaf_count=627 348 480 185 164 402 287 320 405 426 266
internal_value=0 3.44366e-05 8.1388e-05 0.000149555 8.29583e-05 0.000169312 6.64617e-05 0.000219072 2.52645e-05 -0.000188453
internal_weight=0 0.0121994 0.0111376 0.00997792 0.00886727 0.00672697 0.00562517 0.00394935 0.00261506 0.0021403
internal_count=3910 3283 2803 2455 2291 1840 1553 1151 831 451
is_linear=0
shrinkage=0.00196078


Tree=5884
num_leaves=10
num_cat=0
split_feature=157 51 42 2 2 151 16 16 4
split_gain=1.85936e-05 3.26258e-05 4.9812e-05 4.17646e-05 7.46839e-05 4.80386e-05 9.04101e-05 4.15379e-05 2.79804e-05
threshold=-0.07453499999999999 -0.032189999999999989 -1.0000000180025095e-35 0.086545000000000025 0.09116500000000001 -0.0080899999999999982 -0.23935499999999996 0.18936500000000003 0.011185000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 -6 -7 -8 -4
right_child=1 2 3 4 5 6 7 -9 -10
leaf_value=0.012294740585757143 -0.016244364476189963 -0.017266740655404993 -0.020102674865140134 0.031350876266696276 -0.016414429708438864 0.031121499124753045 -0.01461870063146857 0.011945263468830337 0.0033721044849880314
leaf_weight=0.0010989629263898617 0.0012930414305612177 0.0013133548295732557 0.0010284027244672038 0.0011186751289776527 0.0010358577035229251 0.0011491759025473195 0.0013464717458303145 0.0010458985327363635 0.0010029212603748165
leaf_count=502 509 870 707 271 204 206 383 57 201
internal_value=0 -0.00138684 0.000738138 0.00379826 0.00818851 0.00252784 0.00806821 -0.00300544 -0.00851252
internal_weight=0 0.0103338 0.00904076 0.0077274 0.00569608 0.0045774 0.00354155 0.00239237 0.00203132
internal_count=3910 3408 2899 2029 1121 850 646 440 908
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=11
num_cat=0
split_feature=48 48 42 16 51 2 16 13 2 3
split_gain=5.88683e-05 7.9295e-05 4.44343e-05 6.58724e-05 6.4673e-05 9.79851e-05 0.000124843 0.000207623 9.39038e-05 6.29632e-07
threshold=0.11930500000000001 0.092755000000000018 0.086325000000000013 -0.090809999999999988 0.085845000000000019 0.11260500000000001 0.22945500000000005 -0.091229999999999992 0.085355000000000014 -0.021064999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=0.00092154074249399206 -0.0004526329035107931 0.00050432695341113632 0.00010825542849398682 -0.0005450553103656065 -0.00039891725173700281 0.00065041587835301283 -0.00060833238524179534 0.00025140414024187339 -0.00040687546565092581 0.00018216132514737159
leaf_weight=0.0010368751857049081 0.0010704892612967828 0.0012039046948539673 0.0010515743030483956 0.0013617630995994159 0.0010976703824683871 0.0010986767200567753 0.0010271333296824397 0.0010049066343562666 0.0017193683072639085 0.0010147014970842286
leaf_count=164 161 287 356 954 240 247 200 459 731 111
internal_value=0 2.78975e-05 -2.71869e-05 -0.000260385 4.31673e-05 0.000113478 1.18202e-05 0.000145195 -7.00972e-05 0.000216615
internal_weight=0 0.0116166 0.0104127 0.00241334 0.00799933 0.00690166 0.00580298 0.00477585 0.00373898 0.00201961
internal_count=3910 3749 3462 1310 2152 1912 1665 1465 1301 570
is_linear=0
shrinkage=0.00196078


Tree=5886
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 0
split_gain=1.51268e-05 2.80021e-05 6.18679e-05 3.149e-05 0.000105112 4.35061e-05 7.51949e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999 -0.18901999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.011075387978892431 -0.013993578917835318 -0.019463470340302717 -0.0068293498284310462 0.028531140314148985 -0.0072690038041481608 -0.01546838975360631 0.027753355589143609
leaf_weight=0.0010997355014755071 0.0014797368671482175 0.001279636577700579 0.0018987054576570829 0.0017370318696745537 0.0015412350651583806 0.0013606553527893287 0.0010179649492408557
leaf_count=502 866 847 433 611 134 379 138
internal_value=0 -0.00126213 0.000870148 0.00431391 0.00805409 -0.00102005 0.00666173
internal_weight=0 0.010315 0.00883523 0.00755559 0.00565689 0.00391986 0.0025592
internal_count=3910 3408 2542 1695 1262 651 272
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=9
num_cat=0
split_feature=133 40 48 4 51 52 0 0
split_gain=1.57074e-05 4.08862e-05 3.78001e-05 4.67868e-05 7.25553e-05 4.47226e-05 4.24941e-05 3.71058e-05
threshold=-0.085714999999999986 -0.012844999999999997 0.11028500000000001 -0.034289999999999994 -0.0084849999999999978 0.071660000000000015 -0.11756999999999999 -0.098179999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 -8
right_child=1 2 -4 4 6 -7 7 -9
leaf_value=0.010199275907883859 0.015156805955416958 -0.024391969342395289 -0.021247867772699828 0.025185456071824382 -0.013891197348280458 0.0017585807971673068 0.020949301519523563 -0.0061742553449269455
leaf_weight=0.001318322971256604 0.0012976997651483026 0.0014026992401724105 0.0010943998433321743 0.0012468831585821447 0.0017777198427578354 0.0012252138947196774 0.0010032987482367661 0.0010142349460763992
leaf_count=604 368 725 146 521 226 652 100 568
internal_value=0 -0.00140921 -0.00386204 -0.00138135 0.00425711 -0.0121998 -0.00261864 0.00731401
internal_weight=0 0.0100621 0.00876445 0.00767005 0.00504214 0.00262791 0.00379525 0.00201753
internal_count=3910 3306 2938 2792 1415 1377 894 668
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=10
num_cat=0
split_feature=133 13 50 15 2 3 47 13 49
split_gain=4.44136e-05 6.76579e-05 5.98263e-05 0.00010913 0.000107287 6.41852e-05 6.83053e-05 7.61326e-05 0.0001432
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 -0.16430499999999995 0.11230000000000001 -0.10628499999999998 0.09252500000000001 -0.014114999999999997 -0.04682999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9
right_child=-2 2 -4 4 -6 6 -8 8 -10
leaf_value=0.00046523458002398942 -0.00039173731384151313 0.00064080258361677112 -0.00047062425588457107 0.0003985740098651179 -0.00059824106530428141 -0.00029953542769819828 -0.00043833351541281047 -0.00032889828083822013 0.0005555572625668098
leaf_weight=0.0012332278436468424 0.0010419496301482907 0.0010010932155542088 0.0010234120333138539 0.001547512970356069 0.0011586854173286304 0.0014877439219434453 0.0013450182636985239 0.0010924713384192516 0.0019782596881693145
leaf_count=193 557 292 545 264 282 911 197 140 529
internal_value=0 3.04828e-05 -1.99346e-05 2.80575e-05 -4.31896e-05 4.3125e-05 -5.00507e-05 6.45156e-05 0.000240895
internal_weight=0 0.0118674 0.0106342 0.00961078 0.00860969 0.00745101 0.00590349 0.00455847 0.00307073
internal_count=3910 3353 3160 2615 2323 2041 1777 1580 669
is_linear=0
shrinkage=0.00196078


Tree=5889
num_leaves=8
num_cat=0
split_feature=1 0 2 3 48 1 2
split_gain=1.63017e-05 4.88724e-05 3.44836e-05 3.68751e-05 5.90375e-05 2.8692e-05 2.60237e-05
threshold=0.076710000000000014 -0.087614999999999985 0.11462500000000002 -0.074234999999999982 0.083775000000000002 0.10593500000000002 0.092450000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=-0.023764764393096174 0.010334009501266091 -0.011746871160801919 0.015438724792680356 -0.0065574025289652201 0.0078792885907790731 -0.029630338322638811 0.0079712747808742754
leaf_weight=0.0010463269775958834 0.0019159192525167045 0.0010087105583932803 0.0016578031014426531 0.0011383743448636009 0.0015952811302665467 0.0010235566985352267 0.001989342483752792
leaf_count=630 796 797 413 268 221 204 581
internal_value=0 -0.00515711 0.00275136 -0.000956139 -0.00671334 -0.0174812 0.001337
internal_weight=0 0.00404438 0.00733093 0.00567313 0.00375721 0.00216193 0.00299805
internal_count=3910 2008 1902 1489 693 472 1378
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=10
num_cat=0
split_feature=48 48 42 16 160 133 43 2 16
split_gain=6.18609e-05 7.71283e-05 5.13876e-05 7.20179e-05 6.04182e-05 7.18736e-05 7.92334e-05 7.10512e-05 4.82004e-05
threshold=0.11930500000000001 0.092755000000000018 0.086325000000000013 -0.090809999999999988 -0.081519999999999995 0.083815000000000014 -0.0037249999999999996 0.093070000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.00042827304975632288 -0.00045380579812398563 0.00051110109262651868 0.00012141430588961144 -0.00056052534665100779 -0.00058642144105448325 0.00036268472968964421 0.00045538560826523402 -0.00033018307847869046 -9.9127458799299863e-05
leaf_weight=0.0014167839929060001 0.0010682419634939514 0.0011949131916101354 0.0010510282730477687 0.0013734423838587177 0.0011305982420780694 0.0014771482680590248 0.0013583848211340772 0.0015240943485039134 0.0010833215025555856
leaf_count=383 161 287 356 954 573 435 178 375 208
internal_value=0 3.92737e-05 -1.48601e-05 -0.000264899 6.1008e-05 -1.81479e-05 -0.000128529 2.01014e-06 0.000209363
internal_weight=0 0.0116097 0.0104148 0.00242447 0.00799033 0.00657355 0.0050964 0.0039658 0.00244171
internal_count=3910 3749 3462 1310 2152 1769 1334 761 386
is_linear=0
shrinkage=0.00196078


Tree=5891
num_leaves=10
num_cat=0
split_feature=11 13 39 0 49 51 16 1 52
split_gain=1.78394e-05 2.65405e-05 8.22098e-05 5.97412e-05 3.51572e-05 3.38271e-05 4.26968e-05 4.1426e-05 3.15448e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 -1.0000000180025095e-35 -0.072804999999999981 0.086145000000000013 0.0074400000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 7 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.022155301204699218 -0.01248255337031634 -0.017470685063586094 0.024498056953074832 -0.024995047092386338 0.018869546669448178 -0.0099039678690126132 -0.018508189391578896 0.01545683898490195 -0.0019866945426350812
leaf_weight=0.001172491554680891 0.0010489781867588982 0.0010625559813047811 0.0010642736828421328 0.0012661128298905849 0.0010120656244093093 0.0010912483840196498 0.0010799540580671016 0.0015718404486653528 0.0010052682026192141
leaf_count=241 279 160 387 329 504 783 762 300 165
internal_value=0 0.0012047 -0.00141632 -0.00530973 -0.00102556 0.0026492 -0.00173655 0.00506479 0.0110112
internal_weight=0 0.0103258 0.00814805 0.00708378 0.00581766 0.00475511 0.00374304 0.00266309 0.00217776
internal_count=3910 3631 3225 2838 2509 2349 1845 1083 406
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=9
num_cat=0
split_feature=47 4 1 1 12 15 0 4
split_gain=1.53807e-05 3.71328e-05 5.78599e-05 4.95523e-05 3.60512e-05 6.22951e-05 3.89997e-05 7.57448e-05
threshold=0.11669500000000001 0.24280000000000004 0.11215000000000001 0.094485000000000013 0.088285000000000016 0.088190000000000004 -0.11287999999999999 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.0034940258754003646 -0.011360746264876719 0.013749089141372184 -0.023671465653907545 0.02184961242973037 -0.0058653055026821775 0.025011238678858995 0.002000598532788929 -0.036622748577189425
leaf_weight=0.0015455006465007141 0.0010872961720072806 0.001904100125246091 0.0010503017246227811 0.001022142870354562 0.0015889735464078185 0.0011098078969945283 0.001001303682859731 0.0010301186190192055
leaf_count=192 179 512 203 418 682 565 430 729
internal_value=0 0.00114767 -0.00172654 0.00143176 -0.00189376 0.00683192 -0.00847727 -0.017585
internal_weight=0 0.0102522 0.00834815 0.00729785 0.0062757 0.00269878 0.00357692 0.00203142
internal_count=3910 3731 3219 3016 2598 1247 1351 1159
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=9
num_cat=0
split_feature=11 3 47 1 13 13 15 3
split_gain=1.61697e-05 2.60123e-05 3.62447e-05 3.45263e-05 8.39589e-05 2.71978e-05 2.91889e-05 1.51902e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.0010249999999999997 -0.084084999999999979 0.083185000000000023 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=0.01407665087060736 -0.011885583386914495 -0.01514060475402227 -0.019757174761795539 0.034450801768554432 -0.0010578940239659616 -0.0067395459217659747 0.015638154235125608 -0.0032044144258303654
leaf_weight=0.0013534455857615669 0.0010470551502241585 0.0013127858867021916 0.0011628791830995081 0.0010030677041952571 0.0019808804962417573 0.0013698405934423541 0.0010146316397092931 0.0010595220639909239
leaf_count=247 279 623 330 691 311 643 678 108
internal_value=0 0.00116028 -0.000803151 0.00287664 0.0108785 -0.00358144 0.00278253 -0.0118657
internal_weight=0 0.0102571 0.00890361 0.00668121 0.00298395 0.00369726 0.00238447 0.0022224
internal_count=3910 3631 3384 2946 1002 1944 1321 438
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=8
num_cat=0
split_feature=42 403 42 160 3 2 4
split_gain=1.5893e-05 2.49139e-05 4.08192e-05 5.0076e-05 5.44415e-05 7.19792e-05 4.07511e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.013395000000000002 0.086545000000000025 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.017750076887907966 -0.0087459974764689252 0.01565657911370183 -0.011643568505749761 0.00042784067357370291 -0.012710563867016793 0.03536279478595223 0.010537507438977016
leaf_weight=0.001154166357295607 0.0017688147827517068 0.0011100787531973686 0.0018607932245650986 0.0011246157337051633 0.0015652731222057551 0.0012401284555716603 0.001454730898678231
leaf_count=838 832 358 765 386 168 395 168
internal_value=0 0.00157696 -0.000283762 0.00249851 0.00738554 0.0187486 -0.00151201
internal_weight=0 0.00950979 0.00839971 0.00724554 0.00538475 0.00236474 0.00302
internal_count=3910 3078 2720 1882 1117 781 336
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 15 15 52 48 2
split_gain=8.44777e-05 7.43222e-05 9.20345e-05 0.000125876 8.96006e-05 6.91616e-05 9.45028e-05 5.96638e-05 4.96639e-05 8.91025e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.021529999999999997 0.085120000000000015 -0.096614999999999993 0.084500000000000006 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -7 -6 -2 -10
right_child=1 -3 3 -5 7 6 -8 -9 9 -11
leaf_value=-0.00054188446207181177 0.00033511047627679698 -0.0004641637754545399 0.00059384939385178541 0.00083630164855797177 0.00017614997924801919 -0.00077968950552957119 -8.0518892994877167e-07 -0.00044898122860720482 -0.00047334731912069221 0.00027256556879338685
leaf_weight=0.001046885421128965 0.0018161025080494632 0.0010375278479204325 0.0010029395025734113 0.0012252013786513334 0.0013040120877978237 0.0010214176546953467 0.0014478488828520188 0.0010675186805986466 0.0012050837060551456 0.0012589158494531892
leaf_count=627 498 480 341 117 401 301 587 238 177 143
internal_value=0 3.81712e-05 8.40946e-05 0.000297986 0.000102535 -6.16718e-05 -0.000322992 -0.000105246 8.90888e-05 -9.22427e-05
internal_weight=0 0.0123866 0.011349 0.00459967 0.00337447 0.00674937 0.00246927 0.00237153 0.0042801 0.002464
internal_count=3910 3283 2803 1097 980 1706 888 639 818 320
is_linear=0
shrinkage=0.00196078


Tree=5896
num_leaves=9
num_cat=0
split_feature=1 484 150 0 1 2 13 0
split_gain=1.7335e-05 4.08122e-05 3.74557e-05 3.76628e-05 4.97375e-05 3.99349e-05 8.30868e-05 1.35496e-05
threshold=0.12730000000000002 0.084225000000000008 0.084800000000000014 -0.08824499999999999 0.091845000000000024 0.106035 -0.070604999999999987 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -6
right_child=-2 -3 -4 5 7 -7 -8 -9
leaf_value=-0.031664259258351361 0.01096297030943807 0.016084526392813693 0.009224419372196856 0.027252778527922589 0.0024446997716888142 -0.017435461321376172 -0.0078365260563839911 -0.013794930905644365
leaf_weight=0.0011521206761691449 0.0012706069858948133 0.0011737157992533663 0.0017751856749022767 0.0010982492493081218 0.0010233906090229574 0.0010117786785686128 0.0017502274010504559 0.0010317562458845094
leaf_count=633 345 414 310 652 147 364 963 82
internal_value=0 -0.00143611 -0.00376166 -0.00702345 -0.0150322 -0.000369454 0.00569239 -0.00570817
internal_weight=0 0.0100164 0.00884271 0.00706752 0.00320727 0.00386026 0.00284848 0.00205515
internal_count=3910 3565 3151 2841 862 1979 1615 229
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 157 52 12 2
split_gain=5.70717e-05 6.34758e-05 0.000119942 9.643e-05 7.77816e-05 9.72259e-05 6.9722e-05 5.5131e-05 5.10325e-05 6.97513e-06
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.062384999999999996 -0.096614999999999993 0.086935000000000012 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 8 -4 -8 9 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00045506907602435137 -0.00048781114287779081 -0.00043092177115785227 0.00058557592214981491 0.00080646715790614568 0.0001213163180653845 0.00037600750953661904 0.00023764403865657297 -0.00036342761556361927 -0.00050291661083156367 -0.0001098161972881909
leaf_weight=0.0010064481056379871 0.0014959386448807526 0.0010464923733476223 0.0010014663222153528 0.001162889861969493 0.0010077417051505321 0.0018728127909249876 0.0013107950423644251 0.0010620159542912538 0.0012151086930550811 0.0010002225694505005
leaf_count=627 238 480 343 117 253 338 400 237 694 183
internal_value=0 3.07684e-05 7.41825e-05 0.000319539 -9.46972e-05 2.07046e-05 0.000151728 -3.13819e-05 -0.000185749 6.18282e-06
internal_weight=0 0.0121755 0.011129 0.00453717 0.00659182 0.00509589 0.00337428 0.00237281 0.00322307 0.00200796
internal_count=3910 3283 2803 1097 1706 1468 980 637 1130 436
is_linear=0
shrinkage=0.00196078


Tree=5898
num_leaves=9
num_cat=0
split_feature=13 39 48 0 3 52 2 2
split_gain=1.56644e-05 4.15322e-05 5.59855e-05 5.2605e-05 7.5952e-05 4.95496e-05 3.18277e-05 3.1107e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 -0.10071499999999999 -0.083144999999999983 -0.010284999999999997 0.086130000000000012 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=0.009937130910472932 -0.006432875980668021 0.016242561720088627 -0.024838352135767371 0.013181971812224989 -0.025462358166745854 0.0055352546848150656 0.029678866360144995 -0.009654486457478538
leaf_weight=0.0013804135510138175 0.0014390917613197386 0.0011720850230578844 0.001105328869430048 0.0012897007838567466 0.0016088635664213702 0.0011049413520394554 0.0010793986637933513 0.0011097401342767402
leaf_count=210 163 419 144 841 1377 105 216 435
internal_value=0 -0.00143318 -0.00380439 -0.000757976 -0.0086517 0.0079742 0.0174659 0.00262012
internal_weight=0 0.00990915 0.00873707 0.00763174 0.0040083 0.00362343 0.00218434 0.00239944
internal_count=3910 3700 3281 3137 2653 484 321 1276
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=10
num_cat=0
split_feature=48 48 51 0 42 13 133 4 0
split_gain=4.57294e-05 7.62968e-05 4.06408e-05 7.5085e-05 4.53397e-05 7.51772e-05 4.72916e-05 7.9964e-05 9.29157e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.086325000000000013 -0.071149999999999977 0.065880000000000008 -0.078484999999999985 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.00050354972260971886 -0.00039944851465553743 0.00049952180717013461 -0.00035399531452952451 -0.00043946423692701813 -0.00066181190994282736 7.0180786138587451e-05 0.00033844617753102786 -0.00028854634012836892 0.00044050091864425938
leaf_weight=0.0010890632585791897 0.0010450538828735258 0.0011876029810298375 0.0012685621349338453 0.0014273098379864323 0.0010559310158073047 0.0011027929836961532 0.0015471672891783275 0.0011640763771955148 0.0015903019258233751
leaf_count=139 161 287 395 567 807 336 564 183 471
internal_value=0 2.90527e-05 -2.54831e-05 2.09416e-05 -4.56936e-05 -0.00028787 4.55625e-05 -6.28005e-05 0.000132385
internal_weight=0 0.0114328 0.0102452 0.00897664 0.00788758 0.00215872 0.00572886 0.00418169 0.00275438
internal_count=3910 3749 3462 3067 2928 1143 1785 1221 654
is_linear=0
shrinkage=0.00196078


Tree=5900
num_leaves=10
num_cat=0
split_feature=133 13 50 48 1 159 2 42 0
split_gain=5.98658e-05 9.71791e-05 7.76607e-05 4.94435e-05 5.94059e-05 7.09048e-05 8.70455e-05 4.30735e-05 5.99553e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 0.11379500000000002 0.11198000000000001 0.082325000000000023 0.096750000000000017 0.086635000000000004 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00056454346648058997 -0.00045747609094228285 0.00033073621474859639 -0.00054324608908065881 -0.00037435659848148253 0.00041423003623811171 -0.00047976880785231184 -0.00030511688753023808 0.00058440564954114567 -0.00022444088431294206
leaf_weight=0.0012020967998505579 0.0010260973843510936 0.0019669332984007691 0.0010018091320256389 0.0010319844265390564 0.0016484861547573703 0.0010110346841171493 0.00160558246451335 0.0010108951308370551 0.0012066636339884591
leaf_count=193 557 160 545 115 327 358 501 447 707
internal_value=0 3.64949e-05 -2.40548e-05 3.08022e-05 8.02859e-05 -6.57096e-07 8.30031e-05 0.000231924 0.000119647
internal_weight=0 0.0116855 0.0104834 0.00948158 0.0084496 0.00680111 0.00579007 0.00418449 0.0031736
internal_count=3910 3353 3160 2615 2500 2173 1815 1314 867
is_linear=0
shrinkage=0.00196078


Tree=5901
num_leaves=9
num_cat=0
split_feature=50 160 133 2 52 48 43 12
split_gain=1.58877e-05 3.60418e-05 5.32183e-05 4.58503e-05 4.05197e-05 3.59253e-05 3.39549e-05 5.00663e-05
threshold=0.088425000000000017 -0.026849999999999995 -0.0023199999999999996 0.11339500000000001 -1.0000000180025095e-35 0.085425000000000015 -0.08768999999999999 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8
right_child=-2 2 3 -5 6 -7 7 -9
leaf_value=0.01349660628103771 -0.012065680159656943 -0.022764331285861143 -0.017689965775563751 -0.015704880979505797 -0.002821030774291123 0.0074995952819485734 0.029521212785645148 0.0013842824116631635
leaf_weight=0.001916174880982959 0.0010022392796583479 0.001049708822821801 0.0011772074981332755 0.0013025784211990517 0.0011671811916293289 0.0010908249702833175 0.0015069929333397997 0.0010896747184855487
leaf_count=808 689 741 471 341 198 197 250 215
internal_value=0 0.00112318 -0.00170473 0.00130932 0.00498352 -0.00557488 0.0113458 0.0177137
internal_weight=0 0.0103003 0.00838417 0.00733446 0.00603188 0.00226803 0.00376385 0.00259667
internal_count=3910 3221 2413 1672 1331 668 663 465
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=9
num_cat=0
split_feature=1 52 0 12 3 151 2 3
split_gain=1.74249e-05 3.98198e-05 5.01824e-05 6.44715e-05 5.07556e-05 6.34135e-05 6.30694e-05 4.19259e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 -0.080744999999999997 -0.0088999999999999982 0.090545000000000014 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=0.020026101772114367 0.010977475893920589 -0.01833338907808952 0.0025745093659305367 -0.026624932353152133 -0.02471456384112071 -0.010244841720413444 0.021231918627160805 0.027385387452170132
leaf_weight=0.0010421238526838556 0.0012731486588916834 0.0012249371932547713 0.0018858743969847505 0.0010717828875554548 0.0011292645568477004 0.0014369154850183668 0.0011428438928019933 0.0010661016965678729
leaf_count=984 345 576 716 484 184 216 184 221
internal_value=0 -0.00144386 0.00091384 -0.00447059 0.000527071 -0.00495157 0.00369949 0.0115349
internal_weight=0 0.00999984 0.00877491 0.00582293 0.00475115 0.00370902 0.00257976 0.00295198
internal_count=3910 3565 2989 2052 1568 584 400 937
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=10
num_cat=0
split_feature=133 13 50 48 1 2 42 12 1
split_gain=5.2734e-05 7.66676e-05 5.00571e-05 4.55823e-05 5.35237e-05 4.85264e-05 4.20524e-05 6.60199e-05 7.91185e-05
threshold=0.10599500000000002 -0.23438999999999996 0.083475000000000008 0.11280000000000003 0.11198000000000001 0.10393500000000001 0.088465000000000002 0.085775000000000004 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00050363971404677771 -0.00043809025174160854 0.00054882656056492454 -0.00044137263565264455 -0.00037481088064452746 0.00038774908429441401 -0.00036835415634811186 0.00040520872270091642 -0.00041701348541985138 -0.00010446923303516009
leaf_weight=0.0011734922583725481 0.0010119460031286455 0.0011103505768034483 0.0010036629188455012 0.0010030968265705509 0.0016161895501526453 0.0011927687010679288 0.0011288991495951957 0.0011707994967054347 0.0019902006975132547
leaf_count=193 557 484 558 116 327 415 382 632 246
internal_value=0 2.89783e-05 -2.55454e-05 1.97582e-05 6.79713e-05 -1.04179e-05 6.86405e-05 -2.0313e-05 0.000129485
internal_weight=0 0.0113895 0.010216 0.0092123 0.00820921 0.00659302 0.00540025 0.00427135 0.00310055
internal_count=3910 3353 3160 2602 2486 2159 1744 1362 730
is_linear=0
shrinkage=0.00196078


Tree=5904
num_leaves=10
num_cat=0
split_feature=133 13 50 48 3 47 0 49 43
split_gain=5.7012e-05 8.37587e-05 4.9475e-05 4.73275e-05 5.30509e-05 8.24495e-05 9.96631e-05 0.000134824 5.10387e-05
threshold=0.10599500000000002 -0.23438999999999996 0.083475000000000008 0.11379500000000002 -0.10628499999999998 0.09252500000000001 -0.10071499999999999 -0.006494999999999999 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.00053100966422272525 -0.0004518989330807212 0.00036150643809478429 -0.00043794882935351302 -0.00038279622753912873 -9.6916451406814846e-05 -0.00043576575843427677 6.6649651257262872e-05 0.00076753010630379725 -0.00053014500875622522
leaf_weight=0.0011592329028572669 0.0010223242366522679 0.0018468363765408802 0.0010062185701476467 0.0010007034635156177 0.0013426715171304285 0.0014028592669394491 0.0011984482927387137 0.0014350722870158364 0.0010197365948209495
leaf_count=193 557 360 558 112 183 206 601 187 953
internal_value=0 3.14371e-05 -2.50485e-05 1.98848e-05 6.87549e-05 -1.57398e-05 0.000102204 0.000349685 -0.000207707
internal_weight=0 0.0114118 0.0102525 0.00924633 0.00824562 0.00639879 0.00499593 0.00277774 0.00221818
internal_count=3910 3353 3160 2602 2490 2130 1924 370 1554
is_linear=0
shrinkage=0.00196078


Tree=5905
num_leaves=10
num_cat=0
split_feature=133 13 50 48 42 47 52 1 52
split_gain=5.20036e-05 8.74953e-05 6.9787e-05 5.61658e-05 5.72632e-05 0.000113484 0.000130996 0.000138231 5.09232e-05
threshold=0.10599500000000002 -0.23438999999999996 0.084340000000000012 0.11379500000000002 -0.090359999999999982 0.09252500000000001 -0.07125999999999999 0.090540000000000023 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.00053199404410126706 -0.00043233110519332805 -0.00034634529523526437 -0.00051503633643407241 -0.00040116732159972956 -0.00019593966291475858 -0.00041731084073612346 -0.00011778704753947534 0.00091399960057669957 0.00041086095718621856
leaf_weight=0.0011961436775972329 0.0010188085645972582 0.0010652662645669218 0.0010200471407704583 0.0010569846976119139 0.001811297145389734 0.0011781506331246189 0.0012527730267971849 0.0014972850707933427 0.0015892929047330157
leaf_count=193 557 321 554 113 613 203 375 391 590
internal_value=0 2.96024e-05 -2.77873e-05 2.48013e-05 7.84395e-05 0.000140183 0.000246971 0.000431847 0.000177835
internal_weight=0 0.0116672 0.0104711 0.00945105 0.00839407 0.0073288 0.00615065 0.00433935 0.00284207
internal_count=3910 3353 3160 2606 2493 2172 1969 1356 965
is_linear=0
shrinkage=0.00196078


Tree=5906
num_leaves=9
num_cat=0
split_feature=1 1 13 13 2 16 2 16
split_gain=1.59353e-05 3.34917e-05 3.87e-05 6.40217e-05 3.40262e-05 5.29427e-05 3.22936e-05 2.01031e-05
threshold=0.10498500000000001 0.092550000000000007 -0.017604999999999999 -0.09547499999999999 0.085805000000000006 -0.090809999999999988 0.114165 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -2
right_child=6 -3 4 -5 5 -7 -8 -9
leaf_value=0.0033567896119366704 0.0083282575505869687 -0.01945042029318696 0.021617167694891117 -0.02790131338403903 0.016390969648732077 -0.012781268420729675 0.016475188289772562 -0.010106320569188885
leaf_weight=0.0016544903695822977 0.0010433225298777068 0.0010379787225276733 0.0010783622894923206 0.0010849087283262325 0.0011335688081443118 0.0013788034816384113 0.0015239682163443115 0.0013661695265785683
leaf_count=249 194 427 381 1323 153 518 400 265
internal_value=0 -0.00280087 -7.07772e-05 -0.00902264 0.00675867 0.000381088 0.00508198 -0.00212405
internal_weight=0 0.00736811 0.00633013 0.0027394 0.00359073 0.00251237 0.00393346 0.00240949
internal_count=3910 3051 2624 1572 1052 671 859 459
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=10
num_cat=0
split_feature=484 133 16 52 157 151 4 16 52
split_gain=7.21999e-05 8.28117e-05 8.62242e-05 0.000123359 8.7004e-05 8.46089e-05 0.000124602 8.86643e-05 4.31822e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.060939999999999994 -0.0088999999999999982 0.15927500000000003 -0.092424999999999993 -0.096614999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -7 -6
right_child=1 -3 3 -5 8 6 -8 -9 -10
leaf_value=-0.00051155784344312507 -0.00047407962748435595 -0.00049313363812121687 0.00058522244919681629 0.00084512899853936524 0.000129468875473105 -0.00055710866890705123 0.00047015808535020616 0.0001056508717904041 -0.00040973706576465221
leaf_weight=0.0010076009897840186 0.0014647199834288815 0.0010426600676111597 0.0010012386268638844 0.001158776768192313 0.0013058202512392413 0.0013367077331426266 0.0018251595710045039 0.0018503096444626619 0.0010147788003057288
leaf_count=627 238 480 346 117 399 338 334 796 235
internal_value=0 3.4906e-05 8.51515e-05 0.000294275 0.000102118 -5.95169e-05 6.16317e-05 -0.000172326 -0.000106321
internal_weight=0 0.0120002 0.0109575 0.00448061 0.00332184 0.0064769 0.00501218 0.00318702 0.0023206
internal_count=3910 3283 2803 1097 980 1706 1468 1134 634
is_linear=0
shrinkage=0.00196078


Tree=5908
num_leaves=9
num_cat=0
split_feature=159 1 484 2 12 151 16 16
split_gain=1.48298e-05 2.59895e-05 4.05435e-05 4.51796e-05 5.94016e-05 6.35984e-05 3.89991e-05 2.79026e-05
threshold=-1.0000000180025095e-35 0.12485500000000001 0.084225000000000008 0.086545000000000025 0.091555000000000011 -0.0088999999999999982 -0.090809999999999988 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.011285910576207293 -0.026741659498238719 0.016060867183537931 0.017933672338254724 -0.011382468102536673 -0.013942665892639426 0.02871561421617333 0.0050926797324103747 -0.0055597443597746824
leaf_weight=0.0010653387083303769 0.0010171982815664117 0.0010442675548492037 0.0010473454936141347 0.001113368240709167 0.0016203462109760465 0.0013947898935147739 0.0014006435847546423 0.0016002460151050752
leaf_count=633 288 332 311 265 632 219 414 816
internal_value=0 0.00111118 -0.000586835 -0.00296788 0.00215593 0.00882941 0.0168794 -0.0137915
internal_weight=0 0.0102382 0.00919394 0.00814659 0.00552915 0.0039088 0.00279543 0.00261744
internal_count=3910 3277 2945 2634 1530 898 633 1104
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=10
num_cat=0
split_feature=48 2 133 160 157 42 0 16 16
split_gain=5.7279e-05 7.897e-05 4.88106e-05 5.82263e-05 5.98953e-05 7.46679e-05 7.71914e-05 0.000160752 1.6999e-05
threshold=0.11930500000000001 0.11260500000000001 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.06402999999999999 -0.08286499999999998 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -3
right_child=-2 8 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00033250555186042848 -0.0004407337417213998 0.00019987623093037989 -0.00039218024214748588 -0.00038492468783129732 -0.00023516216607094697 0.00047406065949944832 0.00069946975697582098 -0.00043743704458227509 0.00055423156948352053
leaf_weight=0.0011014403816704023 0.0010512426768975033 0.0010088003021511316 0.0012983258848396568 0.0011799589131479818 0.0013607197172591182 0.0019479174536916784 0.0012643414221726549 0.0012034770518613838 0.0010752454522277269
leaf_count=473 161 269 659 297 627 470 196 472 286
internal_value=0 3.75278e-05 -3.93583e-05 1.74903e-05 8.65278e-05 0.000166428 0.000290179 0.000125971 0.000382703
internal_weight=0 0.0114402 0.00935618 0.00805785 0.0068779 0.00577646 0.00441574 0.00315139 0.00208405
internal_count=3910 3749 3194 2535 2238 1765 1138 942 555
is_linear=0
shrinkage=0.00196078


Tree=5910
num_leaves=10
num_cat=0
split_feature=133 13 42 15 42 2 52 1 1
split_gain=4.49927e-05 7.36793e-05 4.65607e-05 7.5132e-05 4.82547e-05 5.51127e-05 3.77077e-05 4.89123e-05 5.23943e-05
threshold=0.10599500000000002 -0.23438999999999996 0.098285000000000011 0.085285000000000014 0.088585000000000011 0.11230000000000001 -0.08799499999999999 0.094695000000000015 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00049645215479294179 -0.00039646182938936754 -0.00015416824183687501 0.00036386804203445116 -0.00050326635743099045 -0.00039009030725026565 -0.00028279233464098243 0.00029819153806203037 0.00053050242507584743 -0.00023402716261667676
leaf_weight=0.001182810446750066 0.00102227504300421 0.0012275273880877312 0.0010899343368257304 0.00129264603084804 0.001033273440182148 0.0014137921889735092 0.0018275784821579892 0.0014440681892405869 0.001164151949216187
leaf_count=193 557 446 280 716 372 230 749 241 126
internal_value=0 3.25235e-05 -1.97724e-05 -6.42413e-05 5.73112e-06 6.35218e-05 0.000149976 0.000234142 9.10929e-05
internal_weight=0 0.0116758 0.010493 0.00940304 0.00811039 0.00707712 0.00566333 0.0044358 0.00299173
internal_count=3910 3353 3160 2880 2164 1792 1562 1116 875
is_linear=0
shrinkage=0.00196078


Tree=5911
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 15 42 0 15
split_gain=0.00013712 9.46558e-05 0.000114539 0.000133115 7.15007e-05 7.12876e-05 4.99165e-05 0.000111184 6.28508e-05 7.29763e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.096614999999999993 -0.021529999999999997 0.08401500000000002 -0.19631499999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 -2 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00070864337486220075 -0.00021145569164288854 -0.00051667259420454638 0.00056600248700296456 0.00087026798224032313 0.00024612483096098748 -0.00041761039358622314 -0.00064907876956864024 0.00017564270033089844 -6.2263007235313297e-05 0.00060437338423102304
leaf_weight=0.001017415879282133 0.0019269111408922041 0.001079677998244352 0.001021171741187021 0.0012608251891151573 0.0013988486446712023 0.0011204528159399192 0.0014374095483859631 0.0011167523612826752 0.0013116808279183103 0.001217209151119442
leaf_count=612 130 481 342 117 401 243 538 350 360 336
internal_value=0 3.90554e-05 8.9855e-05 0.000323167 0.000128334 -4.90697e-05 -6.99461e-05 -0.000288487 5.53264e-05 0.000258603
internal_weight=0 0.0128909 0.0118113 0.0048013 0.00354047 0.0025193 0.00700996 0.00255416 0.0044558 0.00252889
internal_count=3910 3298 2817 1103 986 644 1714 888 826 696
is_linear=0
shrinkage=0.00196078


Tree=5912
num_leaves=9
num_cat=0
split_feature=484 133 16 52 151 1 16 0
split_gain=7.26055e-05 6.10351e-05 7.28825e-05 0.000122377 7.34418e-05 0.000147572 5.52004e-05 5.47612e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 0.081265000000000018 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 7 -4 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00051267128937395982 -0.00044535834741169444 -0.00041839808711510864 0.00037471591510107019 0.00082680596795366493 -0.00054818134006070357 0.0004894069758407852 -0.00013556528612834775 -9.1522763596949312e-06
leaf_weight=0.0010141840956454625 0.0014463327286601147 0.0010476780258630415 0.0014143265227276832 0.0011315866243666968 0.0011370479102984954 0.0018865093282259197 0.0019235515724147132 0.0019977239507334042
leaf_count=627 238 480 490 117 190 338 490 940
internal_value=0 3.37097e-05 7.70177e-05 0.000269564 -5.6042e-05 5.6097e-05 8.06512e-05 -0.000204669
internal_weight=0 0.0119848 0.0109371 0.00446946 0.00646761 0.00502128 0.00333788 0.00313477
internal_count=3910 3283 2803 1097 1706 1468 980 1130
is_linear=0
shrinkage=0.00196078


Tree=5913
num_leaves=9
num_cat=0
split_feature=376 1 15 151 12 0 16 0
split_gain=1.48808e-05 3.70365e-05 4.09497e-05 4.94636e-05 5.44622e-05 8.87653e-05 8.08787e-05 2.7496e-05
threshold=0.048375000000000008 0.12864500000000004 -0.11739999999999999 -0.076429999999999984 0.088325000000000015 -0.10071499999999999 -0.094359999999999986 -0.081964999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -6
right_child=-2 -3 3 4 7 -7 -8 -9
leaf_value=-0.018354878374317259 0.011567554430705226 0.016984676494879409 0.019177404910772654 -0.019559447338878117 0.019678164741948993 -0.029986391209991439 0.017570338345791303 -0.00058341381475797633
leaf_weight=0.0014911748392155569 0.0010012837691492716 0.0010112915671431555 0.0011203898882181217 0.0010639269447151774 0.0010669042072545259 0.001528862016092097 0.0013078069151813976 0.0017993068836774223
leaf_count=367 206 276 407 136 467 941 128 982
internal_value=0 -0.00119725 -0.00315785 -0.000284654 -0.00350701 -0.0111973 0.000914431 0.00695866
internal_weight=0 0.0103897 0.00937837 0.0078872 0.00676681 0.0039006 0.00237173 0.00286621
internal_count=3910 3704 3428 3061 2654 1205 264 1449
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=10
num_cat=0
split_feature=0 4 42 47 51 4 3 4 3
split_gain=1.3622e-05 3.75305e-05 3.74056e-05 2.99618e-05 4.29931e-05 5.65213e-05 5.36146e-05 1.32321e-05 1.03103e-05
threshold=-0.017269999999999997 -0.49269499999999994 -1.0000000180025095e-35 0.087850000000000025 0.08955500000000001 -0.064054999999999987 0.094625000000000015 0.080255000000000007 -0.080614999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 8 -5 -7
right_child=1 -3 3 7 -6 6 -8 -9 -10
leaf_value=-0.016739109423948417 -0.0078208089913712319 0.017714181766420985 -0.0095638866337927151 -0.017651163697151865 -0.013073374603656478 0.014372590474741508 0.034275589845642489 -0.0014202029579738447 0.00071387907135651288
leaf_weight=0.0014190792760121517 0.0010110998145894479 0.0013363178281574444 0.0011960348989353596 0.0010027617309079991 0.0010919639256784406 0.0010224908367084905 0.0010647289244393073 0.0010063424841880993 0.0012027032580752587
leaf_count=1005 178 268 640 263 264 507 166 98 521
internal_value=0 0.00671553 -0.00183753 0.000949663 0.00472116 0.00905267 0.0158206 -0.00952122 0.00699014
internal_weight=0 0.00234742 0.00900611 0.00758703 0.00557792 0.00448596 0.00328992 0.0020091 0.00222519
internal_count=3910 446 3464 2459 2098 1834 1194 361 1028
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=8
num_cat=0
split_feature=133 160 52 42 48 0 0
split_gain=1.50406e-05 3.98952e-05 4.69083e-05 3.02575e-05 4.54889e-05 5.26815e-05 5.18595e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.014099999999999998 0.088115000000000013 0.087945000000000009 -0.10575999999999998 -0.017269999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7
right_child=1 3 -4 -5 -6 6 -8
leaf_value=0.01002043853930517 0.0010539889048097981 0.021382143098236803 -0.028518881069761155 0.012881238316936904 -0.014930944460849076 -0.014780597058603885 0.012071306043404102
leaf_weight=0.0013088842917409966 0.0010925982684502652 0.0012428055832347058 0.0010535826020544397 0.00190720269788039 0.0017888631306359395 0.0016657160860156981 0.0012658236619924837
leaf_count=604 401 228 685 685 289 810 208
internal_value=0 -0.00137811 -0.0134636 0.00191749 -0.00158903 0.00412848 -0.00318608
internal_weight=0 0.0100166 0.00214618 0.00787041 0.00596321 0.00417435 0.00293154
internal_count=3910 3306 1086 2220 1535 1246 1018
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=10
num_cat=0
split_feature=133 4 157 160 133 1375 43 3 15
split_gain=4.96053e-05 9.64157e-05 5.32575e-05 8.27426e-05 7.652e-05 6.40627e-05 5.76747e-05 6.71104e-05 5.57225e-05
threshold=0.10599500000000002 -0.41745999999999994 -0.077534999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -1.0000000180025095e-35 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9
right_child=-2 2 3 4 5 6 7 8 -10
leaf_value=0.00053953841546599613 -0.00042217903870308551 0.00037650978718625761 -0.000528537681173689 -0.00043516051653203657 -0.00036860510182415608 -0.0001927535951441901 0.00058029411062404299 0.00039379549347446686 -0.00016745967336494159
leaf_weight=0.001259095020218772 0.0010294305033979522 0.0010887765243344271 0.0013627293513009094 0.0013393354426983976 0.0010480560460202626 0.0013722585286156689 0.001650446274345933 0.0012180037866332274 0.0015399595235411827
leaf_count=235 557 393 743 836 72 278 346 164 286
internal_value=0 2.65069e-05 -3.432e-05 -8.12523e-05 -6.62886e-06 7.74202e-05 0.000158286 0.000267559 8.04084e-05
internal_weight=0 0.0118787 0.0106196 0.00953079 0.00816806 0.00682872 0.00578067 0.00440841 0.00275796
internal_count=3910 3353 3118 2725 1982 1146 1074 796 450
is_linear=0
shrinkage=0.00196078


Tree=5917
num_leaves=10
num_cat=0
split_feature=123 48 4 0 1 3 16 13 2
split_gain=0.00011607 0.000129824 9.12234e-05 0.000154754 9.76994e-05 4.93073e-05 6.75788e-05 5.80464e-05 3.28673e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.0057500000000000008 -0.17106499999999999 0.11257500000000001 -0.083144999999999983 -0.078844999999999985 -0.070604999999999987 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 6 -1 -7 -5
right_child=-2 -3 3 4 -6 7 -8 -9 -10
leaf_value=0.00039915689069315363 0.00062355276063632778 -0.00072845817803067524 0.00077090775733707861 -1.0859008568582468e-05 0.00037033895212111541 -4.9620185127166603e-05 -0.00022058328855574933 -0.00053473348425517992 -0.0004718516280302145
leaf_weight=0.0011723026246151604 0.0010287148603748851 0.0010303989189176721 0.0013176406010216857 0.0011204516850660093 0.0016028434121466346 0.0018200226212958231 0.0015994026447209864 0.0019799313820444771 0.0012670027250167599
leaf_count=458 334 131 120 145 248 732 790 605 347
internal_value=0 -6.08169e-05 -2.90783e-06 0.000188278 -4.11221e-06 -0.000157329 4.1538e-05 -0.000302384 -0.000255504
internal_weight=0 0.01291 0.0118796 0.00530794 0.0039903 0.00657166 0.00277171 0.00379995 0.00238745
internal_count=3910 3576 3445 860 740 2585 1248 1337 492
is_linear=0
shrinkage=0.00196078


Tree=5918
num_leaves=9
num_cat=0
split_feature=1 0 15 15 3 16 12 2
split_gain=1.53057e-05 4.91048e-05 2.67559e-05 6.29556e-05 6.67436e-05 8.05001e-05 5.98042e-05 2.56654e-05
threshold=0.076710000000000014 -0.087614999999999985 0.035895000000000003 -0.017214999999999998 0.086245000000000016 -0.09601999999999998 0.090715000000000018 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 -3
right_child=2 7 -4 -5 5 -7 -8 -9
leaf_value=-0.023768459096674147 0.027970963904506492 -0.011520867021117785 -0.0109969018002624 0.026743463089183933 0.010057552683747195 -0.02538237772763223 -0.0037393546832509041 0.0080565231859593949
leaf_weight=0.0010375068056029213 0.0012315119834354811 0.0010091168904812009 0.001201108301086923 0.0011213374732187862 0.0011074050281903703 0.0015215574566097979 0.0011502377650721176 0.0019904999012675486
leaf_count=630 449 797 532 337 168 157 259 581
internal_value=0 -0.00501578 0.00265131 0.00532463 0.000531355 -0.0104539 0.0126568 0.00147039
internal_weight=0 0.00403712 0.00733316 0.00613205 0.00501071 0.00262896 0.00238175 0.00299962
internal_count=3910 2008 1902 1370 1033 325 708 1378
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=9
num_cat=0
split_feature=133 160 52 42 3 48 0 0
split_gain=1.32783e-05 3.32334e-05 4.06758e-05 2.63882e-05 3.68231e-05 5.32764e-05 5.97806e-05 5.66811e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.014099999999999998 -1.0000000180025095e-35 -0.11266 0.095285000000000009 -0.082994999999999985 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=0.0093968415576124523 0.0011401844406466687 -0.011628052913513563 -0.026459705491908167 0.020732682127863222 -0.0096734672712606874 0.019186493822473429 -0.019640096768749137 0.019455215480718741
leaf_weight=0.0013118478035994965 0.0010913565654552299 0.0012506789387330365 0.0010455277710297449 0.0011206607521723972 0.0013490435000395975 0.0012306754807117496 0.0016104127800164719 0.0013233272450262287
leaf_count=604 401 618 685 221 201 199 647 334
internal_value=0 -0.00130211 -0.0123638 0.00169576 0.00420759 0.000848718 -0.00442072 0.00475072
internal_weight=0 0.0100217 0.00213688 0.0078848 0.00663412 0.00551346 0.00428278 0.00267237
internal_count=3910 3306 1086 2220 1602 1381 1182 535
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=11
num_cat=0
split_feature=48 151 4 124 3 2 2 52 16 43
split_gain=5.16003e-05 9.30882e-05 0.000100678 7.53967e-05 0.000141217 8.13148e-05 8.48476e-05 7.75712e-05 6.31935e-05 4.48583e-05
threshold=0.11930500000000001 -0.088294999999999985 0.40359500000000004 -0.018779999999999995 0.10666500000000002 0.095195000000000016 0.086545000000000025 -1.0000000180025095e-35 -0.090809999999999988 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -8 -9
right_child=-2 2 -4 4 -6 -7 8 9 -10 -11
leaf_value=0.00059216636177622289 -0.00041828046256779054 -0.00059009558917186191 0.00054131346815370479 -0.00061709634368217877 0.0005481153288034163 -0.00049202837663150001 0.00062485383377348556 -0.00031801749915779569 -3.4805557260232008e-05 0.00021721004904249697
leaf_weight=0.0010326471266468044 0.0010799743975765967 0.0010184415166795803 0.0010966612294942219 0.0011784584307356102 0.0013885888942565981 0.0018307093959175416 0.001073787921560254 0.0010325618493202489 0.0011631080343047825 0.0014439334369823222
leaf_count=262 161 182 337 378 137 718 202 606 599 328
internal_value=0 2.87974e-05 -2.30241e-05 -8.41211e-05 -2.75634e-05 -0.000131076 -1.89211e-05 -0.000203001 0.000281854 -5.9503e-06
internal_weight=0 0.0122589 0.0112263 0.0101296 0.00911115 0.00772256 0.00589185 0.00365495 0.0022369 0.0024765
internal_count=3910 3749 3487 3150 2968 2831 2113 1312 801 934
is_linear=0
shrinkage=0.00196078


Tree=5921
num_leaves=10
num_cat=0
split_feature=48 48 2 2 4 52 15 4 4
split_gain=6.39019e-05 9.63559e-05 6.64989e-05 7.75331e-05 0.00010191 7.39388e-05 0.00010551 6.34859e-05 6.81063e-05
threshold=0.11930500000000001 0.095825000000000007 0.11260500000000001 0.10393500000000001 0.15927500000000003 -0.088354999999999989 0.085285000000000014 0.00046500000000000008 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00047675577599946302 -0.00045808311910236379 0.00061600049414700924 0.00032853496723173064 -0.00056924611592566699 0.00048881038392145659 -6.1379748573637874e-05 -0.00050961891138340905 -0.00020048901966582895 0.00057095809291880047
leaf_weight=0.0016399994629874917 0.0011082379701941704 0.0010025290340657739 0.0017799460524591951 0.0011189119211652771 0.0012818529574431794 0.0010819021996380529 0.0012056800296079721 0.0013317288365500544 0.0016590757821437227
leaf_count=496 161 239 504 264 221 272 935 280 538
internal_value=0 3.38402e-05 -1.87435e-05 -8.50733e-05 -1.90086e-05 -0.000113098 -1.09597e-07 0.000150725 0.000321366
internal_weight=0 0.0121016 0.0110991 0.00931915 0.00820024 0.00691839 0.00527839 0.00407271 0.00274098
internal_count=3910 3749 3510 3006 2742 2521 2025 1090 810
is_linear=0
shrinkage=0.00196078


Tree=5922
num_leaves=11
num_cat=0
split_feature=133 13 43 4 47 48 13 160 12 42
split_gain=5.9201e-05 7.32248e-05 4.10332e-05 6.09343e-05 7.36177e-05 7.75804e-05 5.79452e-05 4.53177e-05 4.09266e-05 4.80274e-05
threshold=0.10599500000000002 -0.23438999999999996 -0.06705499999999999 -0.083534999999999984 0.09252500000000001 0.086125000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.051320000000000005 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 6 -5 -8 -3 -10
right_child=-2 2 3 4 -6 -7 7 -9 9 -11
leaf_value=0.00049334995475712278 -0.00046176058709348702 0.00046054241453441139 -0.00050894334807601537 -0.00013848559873137772 -0.00049136952050971201 -0.00035714360536821951 0.00014843138809167897 0.00072085243069236308 -0.00029077730313757774 0.00023373452463661002
leaf_weight=0.0011889619473820666 0.0010135594057344164 0.0010958136906642655 0.0012270965732406047 0.001011434738656892 0.0010399310661595249 0.0011005292478346255 0.0010749147250524406 0.0010522699281328108 0.0011609053872300742 0.001591043353326244
leaf_count=193 557 342 445 626 134 148 107 212 726 420
internal_value=0 3.24886e-05 -2.04329e-05 -0.000115359 -2.38724e-05 9.08122e-05 0.000247884 0.000431595 0.000140078 1.247e-05
internal_weight=0 0.0115429 0.0103539 0.00650618 0.00527908 0.00423915 0.00313862 0.00212718 0.00384776 0.00275195
internal_count=3910 3353 3160 1672 1227 1093 945 319 1488 1146
is_linear=0
shrinkage=0.00196078


Tree=5923
num_leaves=11
num_cat=0
split_feature=484 133 4 42 47 150 160 4 13 1
split_gain=6.74452e-05 5.99175e-05 7.20139e-05 4.13802e-05 9.80998e-05 7.9667e-05 6.98915e-05 6.25695e-05 3.45872e-05 2.34619e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.39075499999999991 -0.090359999999999982 0.087850000000000025 0.086420000000000011 -0.080184999999999992 0.074650000000000008 -0.012839999999999999 0.10982000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -6
right_child=1 -3 3 4 9 -7 7 -9 -10 -11
leaf_value=-0.00049525418032703302 0.00049843842544575797 -0.00041429592933600959 -0.00035443175422852745 -9.8657117090178591e-05 -0.00010707069150754405 -0.0001881235132370262 0.00047789392025450597 0.00083170238779988609 1.2176125363349057e-05 -0.00051686773067900402
leaf_weight=0.0010039905006535487 0.0013615185688130504 0.0010483337402675532 0.0010313691381482809 0.0012082165367850797 0.0011329847302518192 0.0016646110744370224 0.0013947906173218802 0.001117391600723753 0.001093962819382652 0.0010213460885440473
leaf_count=627 216 480 342 377 166 343 587 262 389 121
internal_value=0 3.36593e-05 7.62494e-05 1.67732e-05 6.11188e-05 0.000181644 0.000309495 0.000446244 0.000273182 -0.000301351
internal_weight=0 0.0120745 0.0110262 0.00966467 0.0086333 0.00647897 0.00481436 0.00360615 0.00248875 0.00215433
internal_count=3910 3283 2803 2587 2245 1958 1615 1238 976 287
is_linear=0
shrinkage=0.00196078


Tree=5924
num_leaves=9
num_cat=0
split_feature=15 42 403 12 4 3 4 1
split_gain=1.39132e-05 2.99426e-05 7.71599e-05 3.76738e-05 8.31087e-05 7.33666e-05 3.76421e-05 6.95815e-05
threshold=0.091915000000000011 0.088915000000000008 0.03138500000000001 0.085845000000000019 -0.065054999999999988 -0.010319999999999998 0.10910000000000002 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.027778429229958497 -0.011316468774509952 -0.010085428143524694 0.029659028113179244 -0.031438101091678682 0.0089176265268960039 -0.0085919068238325194 -0.016426509289652318 0.021553919604307206
leaf_weight=0.0010799331050168511 0.0010048064617328755 0.0019731327422338263 0.0010012871475855159 0.0010319423517175577 0.0010095517109172194 0.0017735710322922334 0.0011985666773070285 0.0013473111636598326
leaf_count=668 630 789 290 448 532 191 188 174
internal_value=0 0.00100524 0.00359739 9.03866e-05 -0.0114815 0.00446571 -0.00136286 0.0044223
internal_weight=0 0.0104153 0.00844216 0.00744088 0.00204149 0.00539938 0.00431945 0.00312088
internal_count=3910 3280 2491 2201 980 1221 553 365
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=10
num_cat=0
split_feature=11 16 2 133 160 42 15 12 15
split_gain=1.51535e-05 3.05554e-05 4.75635e-05 6.05271e-05 4.86971e-05 6.71152e-05 4.92505e-05 5.9031e-05 3.34874e-05
threshold=0.077330000000000024 -0.41862999999999995 0.106285 0.087550000000000017 0.041025000000000006 -1.0000000180025095e-35 -0.07142999999999998 0.089855000000000004 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 -4
right_child=-2 2 8 -5 -6 6 7 -9 -10
leaf_value=-0.012581168735591891 -0.011477804680073431 -0.014025351761157358 0.0039000242732105321 -0.023143439002539262 -0.015035083332292969 -0.0031010766120640656 0.007735085909794992 0.039492215328432417 0.028449506529574783
leaf_weight=0.0014101058402917832 0.0010563890768904962 0.0010666810379371689 0.001133719194860323 0.0010381957762577911 0.0011706181734835348 0.0010672003327197046 0.0012331805582837941 0.0011141580824760924 0.0010897288442064635
leaf_count=394 279 595 387 707 309 316 529 200 194
internal_value=0 0.00109696 0.00326082 -0.000950441 0.00312623 0.00787046 0.0147106 0.0228085 0.0159319
internal_weight=0 0.0103236 0.00891348 0.00669003 0.00565184 0.00448122 0.00341454 0.00234734 0.00222345
internal_count=3910 3631 3237 2656 1949 1640 1045 729 581
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 0 13 15
split_gain=1.44208e-05 4.05636e-05 2.84783e-05 3.59151e-05 3.96153e-05 4.1182e-05 1.97817e-05 1.61133e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.0046189674493769461 -0.016335534088831514 -0.0233769765705319 0.014544278206906042 0.015281966416562744 -0.019413368899216576 0.0080907822988818233 0.013320373974687369 -0.0063684826094146238
leaf_weight=0.0011977703017704334 0.0011432592046805015 0.0010087364841240834 0.0016046141890427744 0.0016986773194521566 0.0010449989990993719 0.0011363946575008001 0.0012626762316787622 0.0012437688231546613
leaf_count=425 256 1010 349 439 366 300 200 565
internal_value=0 -0.0042893 0.00294642 -0.000758312 0.0038315 -0.00508511 0.00458732 -0.0139854
internal_weight=0 0.00471295 0.00662794 0.00502333 0.00388007 0.00218139 0.00246045 0.00225251
internal_count=3910 2200 1710 1361 1105 666 625 1575
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=11
num_cat=0
split_feature=48 48 51 1 457 1 42 16 16 4
split_gain=6.58122e-05 9.68958e-05 6.70648e-05 6.68899e-05 8.54289e-05 8.79261e-05 5.87559e-05 5.87011e-05 0.000104912 2.52741e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11198000000000001 0.082870000000000013 0.092550000000000007 0.088915000000000008 0.15737500000000001 -0.057604999999999996 -0.08100499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00016400796190177861 -0.00046890815207204612 0.00061413148993249092 -0.00049540011641212116 0.00036772470063452993 0.00043427562679597176 -0.00057005177044329794 -0.00041828930922789429 -0.0003175092898738317 0.00065563472407415219 -0.00026808217162962891
leaf_weight=0.0010040102011469663 0.0010883405557352401 0.0010155844923962843 0.001029179144291687 0.0018421423865511892 0.0012123842065960332 0.0013940952944628063 0.0011296502981348782 0.0010679391319365497 0.0012659415932630251 0.0010806462432147285
leaf_count=432 161 239 357 428 224 428 543 178 476 444
internal_value=0 3.45809e-05 -1.88005e-05 3.02658e-05 -4.59663e-05 -0.000129835 -1.92211e-05 8.28053e-05 0.000210398 -5.99793e-05
internal_weight=0 0.0120416 0.011026 0.00999681 0.00815467 0.00694228 0.00554819 0.00441854 0.0033506 0.00208466
internal_count=3910 3749 3510 3153 2725 2501 2073 1530 1352 876
is_linear=0
shrinkage=0.00196078


Tree=5928
num_leaves=9
num_cat=0
split_feature=4 151 16 12 133 2 4 15
split_gain=1.52076e-05 3.70787e-05 3.67182e-05 4.71846e-05 3.32271e-05 4.24948e-05 7.7561e-05 3.0105e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 0.088885000000000006 -0.0047949999999999989 0.11085000000000002 -0.08422499999999998 -0.024209999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8
right_child=-2 2 4 -5 5 -7 7 -9
leaf_value=0.011835077843266069 0.0092945493680194283 -0.025901808463204019 0.01635416232801341 0.0022126904682553952 -0.02692696096406394 0.013408474680949127 -0.0083191654863693267 0.015820906362904934
leaf_weight=0.0017221986696719987 0.001507013579714069 0.0014689057618575223 0.0010319243386911871 0.0010056348964830185 0.0014213825131353737 0.0011246819220035128 0.0010626585341601458 0.0010053603894097029
leaf_count=556 441 346 680 261 419 254 425 528
internal_value=0 -0.00149262 -0.00431915 -0.0144763 0.000132535 -0.00349538 -0.00894372 0.00341645
internal_weight=0 0.00984275 0.00812055 0.00247454 0.00564601 0.00461408 0.0034894 0.00206802
internal_count=3910 3469 2913 607 2306 1626 1372 953
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=8
num_cat=0
split_feature=11 4 15 47 12 160 15
split_gain=1.31275e-05 2.55156e-05 2.8978e-05 4.75569e-05 5.42035e-05 3.88848e-05 5.41681e-05
threshold=0.077330000000000024 -0.39075499999999991 -0.106555 0.09252500000000001 0.092365000000000017 0.087825000000000014 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.013318638539526556 -0.010687038179485872 0.010221477361851061 0.022810005933716852 -0.02115975548908889 -0.01986448991360016 -0.010464086518228799 -0.0025909040129658348
leaf_weight=0.0014518426403367689 0.0010534462508220771 0.001827791906505301 0.0017149666649476491 0.0013020928798949246 0.0011038333279547894 0.0012207368794130732 0.0016446930951435983
leaf_count=158 279 595 789 209 802 246 832
internal_value=0 0.00103483 -0.000988535 -0.00392135 2.74752e-05 0.00482126 0.0103752
internal_weight=0 0.010266 0.00881411 0.00698632 0.00568423 0.0045804 0.00335966
internal_count=3910 3631 3473 2878 2669 1867 1621
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=10
num_cat=0
split_feature=48 48 51 3 52 52 43 43 4
split_gain=6.37368e-05 8.61484e-05 5.87424e-05 5.85442e-05 8.60064e-05 6.01291e-05 9.09569e-05 5.44301e-05 2.97388e-05
threshold=0.11930500000000001 0.092755000000000018 0.089355000000000004 0.11476000000000001 0.10599500000000002 -0.088354999999999989 -0.0037249999999999996 0.0033500000000000005 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00027192105010139818 -0.00046218320348144661 0.00052275338697522729 -0.00047343774306287002 0.0003721804195756829 -0.00057231389845111805 -0.00019168307432415827 0.00075519863475394017 -2.066124703608029e-05 0.0002934751465005282
leaf_weight=0.0018172809799457739 0.0010883769656558429 0.0012393799364571198 0.0010098306274536903 0.0015531759392165756 0.0010312080757313002 0.0019392056887138024 0.00107792184148786 0.0010426063814633129 0.0010673824933007403
leaf_count=647 161 287 342 176 479 1179 141 375 123
internal_value=0 3.37552e-05 -2.37528e-05 2.39035e-05 -4.39203e-05 3.45435e-05 0.000143168 0.000346858 0.000525471
internal_weight=0 0.011778 0.0105386 0.00952878 0.00797561 0.0069444 0.00512712 0.00318791 0.0021453
internal_count=3910 3749 3462 3120 2944 2465 1818 639 264
is_linear=0
shrinkage=0.00196078


Tree=5931
num_leaves=9
num_cat=0
split_feature=157 4 51 2 12 16 12 0
split_gain=1.44368e-05 3.22133e-05 5.3453e-05 5.04252e-05 0.000123128 0.00010617 4.42316e-05 4.22759e-05
threshold=-1.0000000180025095e-35 -0.39075499999999991 0.08955500000000001 0.086650000000000019 0.091555000000000011 -0.114825 0.092150000000000024 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0096575977372486098 0.015124926722206609 -0.027904291732147063 -0.020323190641908732 0.0025296883194344589 -0.01980023968067578 0.040728446804634097 0.0099381995975110875 -0.00049327199250400247
leaf_weight=0.0013760200870111148 0.0014360275837123652 0.0011790508380958133 0.0012327261746109775 0.0015633407175751921 0.0010367165864675724 0.001361120694236579 0.0010606650987527062 0.0010762562687726311
leaf_count=703 148 582 377 337 560 470 331 402
internal_value=0 0.00127091 -0.00106693 0.00219502 0.00981119 0.0203084 -0.00690306 -0.0148235
internal_weight=0 0.0099459 0.00850988 0.00727715 0.00396118 0.00292446 0.00331597 0.00225531
internal_count=3910 3207 3059 2682 1367 807 1315 984
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=10
num_cat=0
split_feature=48 48 403 52 4 15 3 47 16
split_gain=4.81247e-05 7.19927e-05 4.46246e-05 5.49391e-05 7.27222e-05 9.3176e-05 8.77703e-05 5.97851e-05 3.63975e-05
threshold=0.11930500000000001 0.092755000000000018 0.087440000000000004 0.11401500000000002 -0.082509999999999986 1.0000000180025095e-35 -0.073984999999999981 0.090655000000000013 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -8 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00054518596312595248 -0.00041015963749335802 0.00048659364774240242 -0.00041499596589645497 -0.00036155446365287861 0.00049803554256660717 -0.00057081992386797352 8.9136722991220544e-05 -0.00049594675881456005 6.7783855152275582e-05
leaf_weight=0.001523181897591441 0.0010416408201300671 0.0011898000193935254 0.001006725470780183 0.0012544204058509119 0.001328608280857852 0.0010576373045391371 0.0020039155439611194 0.0010098148990296645 0.0010286313126712681
leaf_count=526 161 287 328 524 774 559 506 64 181
internal_value=0 3.01283e-05 -2.30497e-05 1.98108e-05 7.99724e-05 -4.89295e-05 7.81842e-05 -0.000106908 0.000352746
internal_weight=0 0.0114027 0.0102129 0.00920621 0.00795179 0.00539998 0.00434234 0.00301373 0.00255181
internal_count=3910 3749 3462 3134 2610 1903 1344 570 707
is_linear=0
shrinkage=0.00196078


Tree=5933
num_leaves=9
num_cat=0
split_feature=1 4 16 4 4 15 15 13
split_gain=1.65606e-05 3.9671e-05 2.62826e-05 3.67724e-05 5.36083e-05 5.83257e-05 5.26669e-05 2.52485e-05
threshold=0.076710000000000014 -0.082054999999999975 0.081265000000000018 -0.077679999999999985 0.0057500000000000008 -0.095799999999999982 -0.14676499999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 6 -6 -1
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0068850816201417378 0.022539829666056454 -0.015597549649918181 -0.0097516628803360397 -0.014780466653641326 0.01454465688102834 0.027585388181526282 -0.01508963230995773 0.01511930884247825
leaf_weight=0.0010236988075646319 0.0010597791782792527 0.0019190272206775429 0.0013606987329143373 0.0013705387749733721 0.0012052308556944418 0.0011026293673678396 0.0011937075416862441 0.0010628540534641691
leaf_count=370 337 1487 381 541 341 215 87 151
internal_value=0 -0.00522041 0.00278289 0.00565816 0.00198606 0.00854861 -0.000201313 0.00432358
internal_weight=0 0.00400558 0.00729258 0.00593189 0.00487211 0.00350157 0.00239894 0.00208655
internal_count=3910 2008 1902 1521 1184 643 428 521
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=10
num_cat=0
split_feature=48 48 403 52 4 15 3 3 16
split_gain=4.72427e-05 8.73668e-05 4.9399e-05 5.88632e-05 6.579e-05 9.8066e-05 8.77113e-05 6.57745e-05 2.98521e-05
threshold=0.11930500000000001 0.092755000000000018 0.087440000000000004 0.11401500000000002 -0.082509999999999986 1.0000000180025095e-35 -0.073984999999999981 0.090325000000000003 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -8 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00051547921713615845 -0.00040320411376330937 0.0005319446581077557 -0.00043457610496929183 -0.00037426802833299787 0.00051268880395027936 -0.0005754375642045631 -0.00039195232220059925 0.00018865240039651386 8.2172098821366643e-05
leaf_weight=0.0015266001374954485 0.00104038093885784 0.0012077263098840404 0.0010225337260548742 0.0012578921740016126 0.0013154674244344952 0.0010586635831613435 0.0014642103402390597 0.0015382700374781686 0.0010195247170448575
leaf_count=526 161 287 328 524 774 559 411 159 181
internal_value=0 3.32596e-05 -2.57687e-05 1.97641e-05 8.23245e-05 -4.06337e-05 9.04882e-05 -9.44893e-05 0.000341973
internal_weight=0 0.0114109 0.0102032 0.00918063 0.00792274 0.00537661 0.00431795 0.00300248 0.00254612
internal_count=3910 3749 3462 3134 2610 1903 1344 570 707
is_linear=0
shrinkage=0.00196078


Tree=5935
num_leaves=11
num_cat=0
split_feature=48 48 2 42 13 49 3 15 16 1
split_gain=6.81967e-05 0.000101813 6.78159e-05 5.45805e-05 6.83895e-05 6.42765e-05 6.02382e-05 0.00015123 0.000121824 0.000119364
threshold=0.11930500000000001 0.095825000000000007 -1.0000000180025095e-35 0.088915000000000008 -0.062819999999999987 -0.07107999999999999 -0.060719999999999989 -0.017214999999999998 0.20277000000000003 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 9 -8 -9 -7
right_child=-2 -3 3 4 -6 6 7 8 -10 -11
leaf_value=0.0004560890778028647 -0.0004793324644960046 0.00062451953815798272 -0.00041955495167611279 -0.00066677379540139726 2.7100227861771018e-05 -0.00050497575199435964 -0.00016977547339026061 0.0010710453072385576 0.00012440064524416681 0.00034222894482909141
leaf_weight=0.0010275326915481055 0.0010973867064217593 0.0010181052603946928 0.0011702056292342859 0.0011808883831879626 0.001015971447796688 0.001532226303486612 0.0018987591614410687 0.0010385307646697175 0.0010521934666689048 0.0010972297302937126
leaf_count=258 161 239 209 748 216 1145 299 109 80 446
internal_value=0 3.1273e-05 -2.35674e-05 -7.29228e-05 -0.000345881 4.06276e-06 7.89569e-05 0.000230818 0.00059463 -0.000151451
internal_weight=0 0.0120316 0.0110135 0.009986 0.00219686 0.00778915 0.00661894 0.00398948 0.00209072 0.00262946
internal_count=3910 3749 3510 3252 964 2288 2079 488 189 1591
is_linear=0
shrinkage=0.00196078


Tree=5936
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 48 16 15 42 12
split_gain=6.44729e-05 7.87191e-05 6.06687e-05 5.59518e-05 0.000121121 5.8153e-05 4.45269e-05 3.38488e-05 0.000116003 0.000173668
threshold=0.10599500000000002 -0.23438999999999996 0.084340000000000012 -0.14789999999999995 0.11230000000000001 0.081315000000000012 -0.084184999999999996 -0.064869999999999983 0.090930000000000011 0.084575000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5 9 -9
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11
leaf_value=0.00050855052455427976 -0.00048694909138892451 0.00046137962143680202 -0.00047852785108391642 -0.00035373994908967149 -0.00062780835285848407 5.79076305323501e-05 0.00064288000105975143 0.00023466676564092156 0.00057328767107356229 -0.0007130373930078407
leaf_weight=0.0011943470088042049 0.0010006663684141723 0.0010135641147554957 0.0010142634022326921 0.0010684488806263779 0.0011159002191492868 0.0010000652115014393 0.0010010478064830268 0.0017788731785102455 0.0011324812852328411 0.0012771722380286962
leaf_count=193 557 329 554 288 279 82 246 388 214 780
internal_value=0 3.1788e-05 -2.29543e-05 2.62674e-05 -2.63973e-05 6.6067e-05 0.000350537 -4.22191e-05 3.72466e-05 -0.000161395
internal_weight=0 0.0115962 0.0104018 0.00938755 0.00837399 0.00725809 0.00200111 0.00525698 0.00418853 0.00305605
internal_count=3910 3353 3160 2606 2277 1998 328 1670 1382 1168
is_linear=0
shrinkage=0.00196078


Tree=5937
num_leaves=11
num_cat=0
split_feature=11 133 40 3 4 13 1 15 47 4
split_gain=0.00010308 8.88985e-05 0.00013272 8.20062e-05 7.42803e-05 6.41921e-05 5.7307e-05 4.5045e-05 7.68026e-05 3.87766e-05
threshold=0.081005000000000008 0.10681500000000001 -0.074429999999999982 -0.100615 -0.0040999999999999986 -0.013465 0.092550000000000007 -0.055679999999999993 0.08801500000000001 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 9 8 -8 -6
right_child=-2 -3 3 4 6 -7 7 -9 -10 -11
leaf_value=0.00074993767467897968 -0.00061386109852569959 -0.00051751376146986529 0.0003965110979868343 -1.1854400322500801e-05 5.5620190458781822e-05 -0.00057355928267485647 0.00011897801842056443 0.00025488750124544822 -0.00059576061279918106 0.00056814021477851135
leaf_weight=0.0010580438998649385 0.0010024629027250318 0.001014141242789572 0.001851474127187302 0.0015262562497124197 0.0011105763590370053 0.0016045519826281963 0.0011571431809620251 0.001030347328878536 0.0011549285593254197 0.0011607522974319503
leaf_count=288 233 537 274 1032 270 579 184 97 147 269
internal_value=0 3.92986e-05 8.77526e-05 2.16315e-05 -5.77413e-05 -0.00029973 7.7217e-05 -8.60944e-05 -0.000238049 0.000317541
internal_weight=0 0.0126682 0.0116541 0.010596 0.00874456 0.00313081 0.00561375 0.00334242 0.00231207 0.00227133
internal_count=3910 3677 3140 2852 2578 1611 967 428 331 539
is_linear=0
shrinkage=0.00196078


Tree=5938
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 48 52 13 16 2
split_gain=5.23989e-05 9.08665e-05 5.43656e-05 6.7094e-05 0.000125669 5.84871e-05 4.5462e-05 5.29355e-05 9.6145e-05 5.57626e-05
threshold=0.10599500000000002 -0.23438999999999996 0.083475000000000008 -0.14868999999999996 0.11230000000000001 0.090910000000000005 -0.092854999999999979 -0.014114999999999997 -0.010344999999999998 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=0.00054119672254554008 -0.00043481779800470593 0.00049568445161223018 -0.00045999905646506363 -0.00036372340429391897 -0.0006469374855100086 0.00049288150850274775 -0.00024932012234705049 0.0002791086805187121 0.00069867680743369181 -0.00029758657138257436
leaf_weight=0.0012054121350501554 0.0010064984089435914 0.0010127146068560433 0.0010089709577359466 0.0011674462729594501 0.0011297208296387083 0.0010139750807175475 0.0014621831289241506 0.0012879860225549372 0.0010319774172169974 0.0012905331490752573
leaf_count=193 557 314 558 408 279 194 819 176 153 259
internal_value=0 3.15582e-05 -2.74802e-05 1.89623e-05 -3.86228e-05 5.61133e-05 -1.48583e-05 6.54309e-05 0.000192899 -9.52378e-06
internal_weight=0 0.0116109 0.0104055 0.00939654 0.00838382 0.0072541 0.00624013 0.00507268 0.0036105 0.00257852
internal_count=3910 3353 3160 2602 2288 2009 1815 1407 588 435
is_linear=0
shrinkage=0.00196078


Tree=5939
num_leaves=9
num_cat=0
split_feature=403 52 0 1 2 2 2 3
split_gain=2.1899e-05 3.51816e-05 7.16541e-05 7.3209e-05 9.78897e-05 0.000104066 8.34117e-05 8.3058e-05
threshold=0.087440000000000004 0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.097940000000000013 0.087005000000000013 0.081110000000000015 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.0058900644397294971 -0.014189321058802024 -0.013053523817983423 0.02186473831114992 0.0031371410781607118 0.030460525013166564 -0.022582099225406424 0.031976695877898663 -0.036478615627636019
leaf_weight=0.0012972352222192594 0.0010028415044624024 0.0014696363664631297 0.0017381191620274303 0.0010742599115484653 0.0012188016897524507 0.0015052423587840333 0.0010546477287552052 0.0010431237862853328
leaf_count=496 349 600 362 250 440 712 539 162
internal_value=0 0.00128402 0.00364321 -0.000759657 0.00575602 -0.00205028 0.0110904 -0.0163795
internal_weight=0 0.0104011 0.00893143 0.00719331 0.00507593 0.00385713 0.00235188 0.00211738
internal_count=3910 3561 2961 2599 2187 1747 1035 412
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 52 12 16
split_gain=6.72351e-05 6.99273e-05 8.45451e-05 5.94309e-05 7.00067e-05 0.000103782 6.92007e-05 0.000130887 6.02467e-05 4.91352e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -0.053439999999999994 -0.017214999999999998 -0.074484999999999982 0.088325000000000015 -0.17157499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -5 -9
right_child=1 -3 -4 8 5 6 -8 9 -10 -11
leaf_value=-0.00049502931458100081 0.00045068620304870567 -0.00045032786854117029 0.00051950053694287211 -0.00060863210799082235 -0.00057406377489154523 -0.00058633426757990353 0.00055176064704959239 -0.00011505624218830839 4.5309477374056777e-05 0.00042868278302501381
leaf_weight=0.0010163587088437035 0.0016396315041472273 0.001064102939362919 0.0014377723566661961 0.0010652718020581048 0.0010261204787020634 0.0010883836258032886 0.001072959550277185 0.001039412371784945 0.0011019313934777625 0.0016584583826654753
leaf_count=627 281 480 508 466 431 155 137 196 463 166
internal_value=0 2.98851e-05 7.57969e-05 9.97629e-06 9.23755e-05 -7.44846e-06 0.000112204 -1.23592e-05 -0.00027613 0.000219196
internal_weight=0 0.012194 0.0111299 0.00969217 0.00752497 0.00588533 0.00485921 0.00378625 0.0021672 0.00269787
internal_count=3910 3283 2803 2295 1366 1085 654 517 929 362
is_linear=0
shrinkage=0.00196078


Tree=5941
num_leaves=9
num_cat=0
split_feature=403 52 0 1 2 2 3 2
split_gain=1.7838e-05 2.86485e-05 5.83814e-05 5.9799e-05 8.09067e-05 8.51576e-05 6.83909e-05 6.83755e-05
threshold=0.087440000000000004 0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.097940000000000013 0.087005000000000013 0.094625000000000015 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 -1
right_child=-2 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.0053084268153176621 -0.012807907555248367 -0.011772710976027291 0.01975183683263973 0.0027940503289377158 0.027735459429950302 -0.020483952474052061 -0.033219535598096255 0.029025011975850879
leaf_weight=0.0013003727720923559 0.0010036860219858083 0.0014715297867797924 0.0017345541514585984 0.0010772107913374889 0.0012119898327820036 0.0015021322539745517 0.0010329551287741644 0.0010471442242379636
leaf_count=496 349 600 362 250 440 712 162 539
internal_value=0 0.00115324 0.00328889 -0.000692793 0.00520304 -0.00189086 -0.0148351 0.0100065
internal_weight=0 0.0103779 0.00890636 0.00717181 0.00506164 0.00384965 0.00211017 0.00234752
internal_count=3910 3561 2961 2599 2187 1747 412 1035
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=11
num_cat=0
split_feature=484 133 42 484 133 3 3 3 16 3
split_gain=8.75685e-05 7.20878e-05 8.48014e-05 0.000109029 0.000102672 0.000136586 0.000130184 0.000120321 9.23395e-05 8.93874e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.087270000000000014 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.19424999999999998 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 -10
right_child=1 -3 3 -5 -6 6 7 8 9 -11
leaf_value=-0.0005500329771167767 -0.00041024974637537113 -0.00045060398516694265 0.00065372751024870928 -0.00046268376883178012 0.00072728369146599244 -0.00063148628908102529 0.00067001701443657863 -0.00048688556928345403 -0.00019141934730143955 0.00046414714552701827
leaf_weight=0.0010542676437115062 0.0012054064360779637 0.0010645244564414852 0.0015298850978796488 0.0010434094353260004 0.0012558998997249876 0.0010448098291503671 0.0012099287282434229 0.0012197864712722209 0.0015486557696153239 0.0016533887327095989
leaf_count=627 348 480 249 323 345 660 362 174 169 173
internal_value=0 3.79255e-05 8.2332e-05 0.00013885 0.00020518 0.000125279 4.18872e-06 0.00012212 -2.77992e-05 0.000147085
internal_weight=0 0.0127757 0.0117112 0.0105058 0.00946235 0.00820645 0.00667657 0.00563176 0.00442183 0.00320204
internal_count=3910 3283 2803 2455 2132 1787 1538 878 516 342
is_linear=0
shrinkage=0.00196078


Tree=5943
num_leaves=9
num_cat=0
split_feature=1 2 2 15 3 2 3 0
split_gain=2.18254e-05 3.59092e-05 8.89536e-05 3.10995e-05 3.57673e-05 5.2398e-05 6.71665e-05 5.99063e-05
threshold=0.076710000000000014 0.091525000000000009 0.10393500000000001 0.035895000000000003 -0.10315499999999998 0.089785000000000018 0.11265500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 7 -7 -6
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.018131238057349515 0.022795850783634556 0.019106576460658047 -0.018595057584019952 -0.011489360009311306 -0.026620614303873358 0.031243312494503753 -0.0011613250497592286 0.0051319427586680394
leaf_weight=0.0015180143231313388 0.0010567003985992585 0.001328757183782465 0.001182950336954333 0.0012092275318950517 0.0010096739032273293 0.0010990473818954117 0.0015302422170875999 0.0014438704027212204
leaf_count=1172 274 481 355 532 113 279 229 475
internal_value=0 -0.00598863 0.00135007 0.00316892 0.00605598 0.00257583 0.0123839 -0.00793476
internal_weight=0 0.00402972 0.00251171 0.00734876 0.00613953 0.00508283 0.00262929 0.00245354
internal_count=3910 2008 836 1902 1370 1096 508 588
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 159 3 48 1 13
split_gain=6.00548e-05 8.49693e-05 5.29213e-05 7.17344e-05 0.000136761 6.85796e-05 6.46757e-05 4.57878e-05 4.52505e-05 7.89376e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 -0.14868999999999996 0.11230000000000001 1.0000000180025095e-35 -0.10628499999999998 0.087770000000000015 0.092550000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 9 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.00052996736691243598 -0.0004653059272648516 0.00051807110430882291 -0.00045189766804516448 0.00056684660497715255 -0.00067818186998320541 -0.00041526863263344384 -0.00027611241052749645 0.00038990530695498987 -0.00030186155996403977 0.00043345763944066046
leaf_weight=0.0011856216762184202 0.001012862208116915 0.0010004489188228478 0.0010040381995430137 0.0011022321555569899 0.0011115857887054829 0.0010089241696299295 0.0010866433649686625 0.0011518067067525046 0.001663754060574106 0.0013536624408931807
leaf_count=193 557 317 545 194 279 386 814 186 266 173
internal_value=0 3.24353e-05 -2.38348e-05 2.15064e-05 -3.70867e-05 5.9646e-05 0.000135007 4.4444e-05 -5.25099e-05 0.000117493
internal_weight=0 0.0116687 0.0104831 0.00947906 0.00847861 0.00736702 0.0063581 0.00525587 0.00410406 0.00244031
internal_count=3910 3353 3160 2615 2298 2019 1633 1439 1253 987
is_linear=0
shrinkage=0.00196078


Tree=5945
num_leaves=9
num_cat=0
split_feature=1 4 157 42 42 43 2 4
split_gain=1.97058e-05 4.9146e-05 3.81449e-05 3.98904e-05 5.50846e-05 5.94969e-05 3.20251e-05 3.84437e-05
threshold=0.11235500000000002 0.24280000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.07526999999999999 0.097940000000000013 0.004850000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.020219128441365759 -0.0033967714520491223 0.024255591730148358 -0.017073662596660592 0.026735444382260831 -0.017068695136607161 -0.01644855026244876 0.012131637199639774 0.0091124710930032549
leaf_weight=0.0010547099550513419 0.001648464065180819 0.0010534555650208598 0.0011513456640016399 0.0012216658364055562 0.0011164993401951775 0.0014100118106656866 0.0016984867738261771 0.0010097692291695724
leaf_count=603 288 343 909 497 569 434 184 83
internal_value=0 0.00738465 -0.00239702 7.3763e-05 0.00313158 0.00735516 0.00160608 -0.00578199
internal_weight=0 0.00270192 0.00866249 0.00760778 0.00645643 0.00533993 0.00411827 0.00241978
internal_count=3910 631 3279 2676 1767 1198 701 517
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=9
num_cat=0
split_feature=11 16 47 2 16 133 0 1
split_gain=1.97161e-05 2.48501e-05 3.85555e-05 4.12265e-05 7.03755e-05 7.27287e-05 4.51515e-05 3.85512e-05
threshold=0.077330000000000024 -0.41862999999999995 0.10783500000000001 0.10910500000000002 0.15737500000000001 0.065880000000000008 -0.13027499999999997 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.01106350354471723 -0.013016810927825598 0.0099038465206290182 0.02071384471253861 0.014526479287558888 -0.023217761572470789 0.026069458656266094 -0.026807591659919101 -0.00049002348640621643
leaf_weight=0.001407561449839073 0.0010647085997534207 0.0014355096510184672 0.0011052293589697672 0.001696888795917232 0.0013519905010232341 0.0010357746405681707 0.0010475121165808834 0.0011876965728876659
leaf_count=394 279 147 183 487 259 902 884 375
internal_value=0 0.00127934 0.00324008 0.000749868 -0.00310875 0.00266778 -0.00393553 -0.0128235
internal_weight=0 0.0102682 0.0088606 0.00775537 0.00605848 0.00470649 0.00367072 0.00223521
internal_count=3910 3631 3237 3054 2567 2308 1406 1259
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=11
num_cat=0
split_feature=484 133 13 0 15 16 15 52 150 2
split_gain=6.4243e-05 6.86832e-05 7.91612e-05 7.30583e-05 5.19731e-05 8.39869e-05 6.86791e-05 0.000117533 3.28477e-05 3.67622e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.094679999999999986 -0.10131499999999999 -0.106555 -0.19424999999999998 0.084050000000000014 0.0033900000000000002 0.086645000000000014 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 9 -7
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00048457157890829158 8.362412470201389e-05 -0.00044601538063168878 0.00033182946762758922 0.00076524499373894421 -0.00052589324106701242 0.00027424340117783837 -0.00042100958935634993 0.00068753504902138588 -0.0003362297971656395 -0.00020843884479139382
leaf_weight=0.0010030927759703814 0.0013495389889570089 0.0010539940449213079 0.0014129563718605952 0.0010951872272122909 0.0013211672351729244 0.0014745872751549469 0.0010888640406723268 0.0010958611721966307 0.0010590343433302995 0.0010306749496304126
leaf_count=627 233 480 360 181 147 203 744 280 195 460
internal_value=0 3.19997e-05 7.81042e-05 0.000388976 -1.14848e-05 -8.00952e-05 2.23525e-05 0.000125946 -4.67177e-05 7.5666e-05
internal_weight=0 0.0119819 0.0109279 0.00244473 0.00848315 0.00707019 0.00574902 0.00466016 0.0035643 0.00250526
internal_count=3910 3283 2803 414 2389 2029 1882 1138 858 663
is_linear=0
shrinkage=0.00196078


Tree=5948
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 2 48 16 43
split_gain=8.59531e-05 7.50233e-05 9.60573e-05 9.2676e-05 0.000108472 0.000111703 8.35612e-05 6.63482e-05 5.76891e-05 3.32318e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097575000000000009 0.086650000000000019 0.084260000000000015 -0.089864999999999987 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.00054991255687817449 -0.0005197086953572489 -0.00046807638071701878 0.00061710357029566988 -0.00043583641575192122 0.0005603807926151561 -0.00047913317362618832 0.00010594637972570424 0.00075200411247165831 -0.00017641225273284664 0.00028733834458031588
leaf_weight=0.0010463696248229149 0.0010902905195354197 0.0010439521691445438 0.001155324446850463 0.0011852783683558455 0.0015364998922866302 0.0015576937425335639 0.001411817911894354 0.0010776347730846259 0.0010279377113419446 0.001407545834159943
leaf_count=627 261 137 368 265 117 498 659 135 574 269
internal_value=0 3.51234e-05 8.10025e-05 2.08384e-05 8.48679e-05 -1.04157e-05 0.000109076 0.000385612 -8.10565e-05 9.16044e-05
internal_weight=0 0.012494 0.01145 0.0102947 0.00920441 0.00766791 0.00611021 0.00248945 0.00362076 0.00243548
internal_count=3910 3283 3146 2778 2517 2400 1902 794 1108 843
is_linear=0
shrinkage=0.00196078


Tree=5949
num_leaves=9
num_cat=0
split_feature=48 48 0 0 0 0 16 12
split_gain=5.11102e-05 8.57662e-05 4.30412e-05 4.78288e-05 5.77612e-05 3.4552e-05 5.71871e-05 6.70185e-05
threshold=0.11930500000000001 0.092755000000000018 -0.10071499999999999 -0.11756999999999999 -0.17106499999999999 -0.077944999999999987 0.15737500000000001 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 -8
right_child=-2 -3 5 -5 -6 6 7 -9
leaf_value=0.00021980613922044145 -0.00042298458368043005 0.00052679277619368159 -0.00037672103012335319 0.00042772608174484556 -0.00032072093872446386 0.00021767549774429141 -0.00053214627055359249 0.00012730035258895359
leaf_weight=0.0017330764438846008 0.001057160438245784 0.0011864470370915965 0.0016845524623320292 0.0013282848770252735 0.0013538423953123378 0.0018197253496867625 0.0013511546864128504 0.0010552640124651489
leaf_count=179 161 287 1613 169 287 771 307 136
internal_value=0 2.7511e-05 -2.98566e-05 0.000116615 -1.7255e-05 -0.000139268 -4.46191e-05 -0.000242965
internal_weight=0 0.0115123 0.0103259 0.0044152 0.00308692 0.0059107 0.00422614 0.00240642
internal_count=3910 3749 3462 635 466 2827 1214 443
is_linear=0
shrinkage=0.00196078


Tree=5950
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 4 16 52
split_gain=1.61107e-05 2.48139e-05 6.34864e-05 6.60294e-05 3.85858e-05 3.62725e-05 3.61963e-05 2.90434e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 -0.0037349999999999992 -0.057604999999999996 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.021317091097098159 -0.011754645477309325 -0.017343861996372636 0.021557124624691334 -0.025688338947585432 -0.0070208263372719699 5.9067605074871021e-05 0.022721764092673551 -0.001870597240712135
leaf_weight=0.0011714202187402449 0.0010707073310295178 0.0010867017282247191 0.0010492760274159151 0.0012469575367707432 0.0019321426057337691 0.0014931819104714355 0.0013347315526733088 0.001002409546141789
leaf_count=237 279 175 387 329 1752 259 323 169
internal_value=0 0.00113272 -0.00140122 -0.00479713 -0.000341589 0.00353996 0.0107555 0.0106246
internal_weight=0 0.0103168 0.00814299 0.00709372 0.00584676 0.00476006 0.00282791 0.00217383
internal_count=3910 3631 3225 2838 2509 2334 582 406
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=10
num_cat=0
split_feature=133 13 47 0 52 16 42 13 0
split_gain=5.04134e-05 8.3132e-05 5.28027e-05 5.78182e-05 7.22665e-05 0.000118762 6.47694e-05 3.89116e-05 3.88885e-05
threshold=0.10599500000000002 -0.23438999999999996 0.11669500000000001 -0.10575999999999998 -0.0066199999999999991 -0.30307999999999996 0.08622500000000001 -0.075169999999999987 -0.035699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 -8 -5
right_child=-2 2 -4 6 5 -7 7 -9 -10
leaf_value=0.000520892509016324 -0.0004221362865404566 -7.6390931687101714e-05 -0.00043740920994155572 -0.00045246052518215093 2.3358753514706247e-05 0.0009400124040395175 -0.00010536263397884262 0.00043506178322343824 -1.4238041890266632e-05
leaf_weight=0.001209896099826367 0.001011203585820109 0.0019459857274069306 0.0010573384455544047 0.0019975152070386042 0.0011872261785968686 0.0010020640996177754 0.0010320399760302349 0.0010170102289568542 0.0012758310522185904
leaf_count=193 557 207 138 1226 201 113 715 233 327
internal_value=0 3.41604e-05 -2.18448e-05 2.4614e-05 0.000198543 0.000442922 -0.000110521 0.000162868 -0.000281657
internal_weight=0 0.0117249 0.010515 0.00945767 0.00413528 0.00218929 0.0053224 0.00204905 0.00327335
internal_count=3910 3353 3160 3022 521 314 2501 948 1553
is_linear=0
shrinkage=0.00196078


Tree=5952
num_leaves=10
num_cat=0
split_feature=50 12 48 1 2 13 0 3 4
split_gain=1.52726e-05 3.85087e-05 5.48917e-05 0.0001121 5.28017e-05 6.55982e-05 3.55945e-05 5.53668e-05 5.68983e-05
threshold=0.088425000000000017 -0.036459999999999992 0.10990500000000002 0.11198000000000001 0.095195000000000016 -0.003375 -0.077944999999999987 0.084925000000000014 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.017256431333377942 -0.011801949557207087 -0.023226438289361533 -0.018670597367005246 0.030259233899858878 0.0034816078079917372 -0.029811564446465974 0.02243761759320289 0.020711935816709267 0.0084945732591182859
leaf_weight=0.0010321708625104587 0.0010112415914189385 0.0011170259913529438 0.001030507916460221 0.0015287975289364668 0.0012983870047094789 0.0010874894666065441 0.0010918831683182076 0.0010396067218527705 0.0011451808070859677
leaf_count=454 689 1145 136 272 342 330 249 72 221
internal_value=0 0.0010726 0.0030984 0.00579846 0.000282543 -0.0116935 0.00678581 0.00160989 -0.00716854
internal_weight=0 0.010371 0.00933888 0.00830837 0.00677957 0.00238588 0.0043937 0.00330181 0.00226221
internal_count=3910 3221 2767 2631 2359 672 1687 1438 1366
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=9
num_cat=0
split_feature=133 160 484 42 3 48 2 4
split_gain=1.55573e-05 3.36643e-05 4.76991e-05 3.01619e-05 3.36364e-05 5.19327e-05 6.0805e-05 7.8978e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.084750000000000006 -1.0000000180025095e-35 -0.11266 0.095285000000000009 0.10393500000000001 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=0.010154448502866521 -0.026767658683182163 -0.012761906123192959 0.0031580621979891625 0.02009062687640301 -0.010439643749607742 0.019178952822061196 -0.023251419142284929 0.02182758695462475
leaf_weight=0.0013168447062747784 0.0011205903449197495 0.00123204929444805 0.0010151172576727261 0.001118248414808066 0.0017845969483162691 0.00123179225672603 0.0011974519740950815 0.0013193322738629196
leaf_count=604 707 618 379 221 726 199 298 158
internal_value=0 -0.00140705 -0.0125437 0.00160999 0.00427211 0.00107521 -0.00410919 0.00327562
internal_weight=0 0.0100192 0.00213571 0.00788347 0.00665142 0.00553317 0.00430138 0.00310393
internal_count=3910 3306 1086 2220 1602 1381 1182 884
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=10
num_cat=0
split_feature=47 47 43 16 15 16 0 1 2
split_gain=1.54199e-05 4.74016e-05 2.78682e-05 6.62235e-05 5.06122e-05 5.97938e-05 5.68301e-05 7.88373e-05 1.76945e-05
threshold=0.11669500000000001 0.09550500000000002 -0.17307499999999998 0.15737500000000001 -0.0063699999999999989 -0.014099999999999998 -0.23029999999999998 0.095575000000000007 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 -8 -6
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.013542137971867603 -0.011402430083314537 0.021608132948830475 0.01121831424712507 -0.022834411423919676 0.0093337508726412787 0.029229199602271379 -0.035017180691022859 0.0015342365242380198 -0.0090961821623914887
leaf_weight=0.0011359278970025236 0.0010833431999584245 0.001019069790565188 0.0011211335764484964 0.0014147055378135069 0.0010565401540465948 0.0010810749121977475 0.0011413827664936615 0.0012217357585661067 0.0010276297485591907
leaf_count=247 179 210 89 450 781 378 776 446 354
internal_value=0 0.00114448 -0.00112221 -0.00318784 0.000992042 0.0101455 -0.00732334 -0.01612 0.000246609
internal_weight=0 0.0102192 0.00920013 0.0080642 0.0066495 0.00316524 0.00348425 0.00236312 0.00208417
internal_count=3910 3731 3521 3274 2824 1513 1311 1222 1135
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=9
num_cat=0
split_feature=13 47 51 0 16 1 15 12
split_gain=1.7115e-05 3.24101e-05 4.3582e-05 7.83904e-05 7.25796e-05 5.11172e-05 6.39934e-05 5.05247e-05
threshold=-0.23438999999999996 0.11669500000000001 0.08955500000000001 -0.10575999999999998 -0.27337499999999998 0.092550000000000007 0.088190000000000004 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=0.010378202845433731 -0.0040306306178772002 -0.018513850873137568 -0.017911425079676104 0.0062542767859357961 0.028162463390293165 -0.021912114084528287 0.020525868197362976 -0.023223345369669121
leaf_weight=0.0013800314675032057 0.0011331507560521249 0.0010067922552096193 0.0011317507512280112 0.0011894871580894408 0.0018333581356885916 0.001281894366685305 0.0011686058839814567 0.0011375071392732312
leaf_count=210 228 164 389 613 250 637 576 843
internal_value=0 -0.00151034 0.000418398 0.00309722 0.0158653 -0.00483092 0.00143303 -0.0081553
internal_weight=0 0.00988255 0.00887575 0.007744 0.00296651 0.00477749 0.0034956 0.00232699
internal_count=3910 3700 3536 3147 478 2669 2032 1456
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=8
num_cat=0
split_feature=13 39 48 457 0 42 15
split_gain=1.38825e-05 3.12486e-05 5.38409e-05 5.00468e-05 2.94347e-05 2.90736e-05 6.46805e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 -0.053834999999999994 0.060615000000000009 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0093504919910561094 0.010630435639466857 0.014060972917365223 -0.024110821364036136 0.01780546362534283 -0.016290183899004343 0.0094507016215925142 -0.019297197484111076
leaf_weight=0.0013786191592103031 0.0012652997630390904 0.0011587755831733082 0.0010987401951896483 0.0012563962167151449 0.0014981823545881937 0.0018853378373274964 0.0016823042031383012
leaf_count=210 178 419 144 214 423 1419 903
internal_value=0 -0.00136396 -0.0034217 -0.000425732 -0.00404367 -0.000247324 -0.00645035
internal_weight=0 0.00984504 0.00868626 0.00758752 0.00633112 0.00483294 0.0029476
internal_count=3910 3700 3281 3137 2923 2500 1081
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=9
num_cat=0
split_feature=133 13 50 52 43 47 1 52
split_gain=3.48312e-05 9.00193e-05 4.00969e-05 6.71167e-05 0.000117849 7.66983e-05 9.2756e-05 7.38294e-05
threshold=0.10599500000000002 -0.26418499999999995 0.084340000000000012 -0.072349999999999984 -0.074254999999999988 0.09252500000000001 0.090540000000000023 0.048490000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=0.0005546748161691131 -0.00035092728340341907 0.00017499552542011738 -0.0003967596702768522 -0.00030017938893181853 -0.00060719624366404267 -0.00027050747519315069 0.00058426597856886661 0.00030123063056948946
leaf_weight=0.0011314680412547939 0.001007090325892873 0.0014226245346957533 0.0010202812328934116 0.0014111993035505529 0.0015446328877449802 0.0014711041320301307 0.0018737517413910678 0.0017679544987988598
leaf_count=179 557 464 555 420 387 186 439 723
internal_value=0 2.91696e-05 -2.73961e-05 1.23094e-05 -0.000232182 0.000123509 0.000238223 3.42698e-05
internal_weight=0 0.011643 0.0105115 0.00949127 0.00296726 0.00652401 0.00505291 0.00317915
internal_count=3910 3353 3174 2619 851 1768 1582 1143
is_linear=0
shrinkage=0.00196078


Tree=5958
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 2
split_gain=0.00011289 6.71319e-05 7.01705e-05 7.66783e-05 8.24083e-05 9.44015e-05 8.4418e-05 5.65303e-05 5.92804e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.089910000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00063664358653932416 -0.00038095069592945649 -0.00043438732914377647 0.00046129685428905474 0.00059544427048609119 -0.00056980494266171782 0.00055439194924479355 -0.00023748645375036299 -0.00030632900569729793 0.00034730828955882419
leaf_weight=0.0010092232302602562 0.0010902773741176203 0.0010219999239444314 0.001718225046761941 0.0012579001283256055 0.001018321628752537 0.0011457061566279882 0.001051277258943192 0.0018490939310865811 0.0018205788001950001
leaf_count=627 348 480 279 469 705 394 103 277 228
internal_value=0 4.62249e-05 9.10764e-05 0.000143265 7.71508e-05 -1.87172e-05 7.69394e-05 -3.89314e-05 0.000133237
internal_weight=0 0.0119734 0.0109514 0.0098611 0.0086032 0.00688498 0.00586666 0.00472095 0.00287186
internal_count=3910 3283 2803 2455 1986 1707 1002 608 331
is_linear=0
shrinkage=0.00196078


Tree=5959
num_leaves=9
num_cat=0
split_feature=49 2 15 4 43 0 4 2
split_gain=1.42303e-05 3.85246e-05 4.16193e-05 4.47987e-05 6.42317e-05 6.10448e-05 2.7839e-05 1.72535e-05
threshold=0.10447000000000002 0.11260500000000001 -0.10312999999999999 -0.08422499999999998 -0.079109999999999986 -0.10209999999999998 -0.0044799999999999987 0.096970000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 -4
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.02161521317911004 0.010288485016863627 0.011644259654841086 -0.004654211332142685 -0.014440961921833965 -0.0038407328555699512 0.010547753538564483 0.034067618387554996 -0.023199874086254946
leaf_weight=0.0011794410100302438 0.001190677539976699 0.0018780936101252957 0.0010027178974227364 0.0013974496180619951 0.0015881457371935545 0.0010002032400967405 0.0010128810166262115 0.001003844040801986
leaf_count=359 378 501 537 710 196 807 265 157
internal_value=0 -0.00127247 -0.0042364 -0.00131041 0.00375623 0.0108176 0.0223817 -0.0139322
internal_weight=0 0.0100628 0.00818468 0.00700524 0.00499868 0.00360123 0.00201308 0.00200656
internal_count=3910 3532 3031 2672 1978 1268 1072 694
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=11
num_cat=0
split_feature=484 4 0 0 151 16 47 52 4 150
split_gain=9.66005e-05 5.21945e-05 0.000125716 4.17091e-05 6.32629e-05 0.000100893 0.00011681 0.000106354 0.000164214 9.15479e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.0088999999999999982 -0.48509999999999992 0.09550500000000002 -0.068164999999999989 -0.076329999999999995 0.082965000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -6 7 -7 -9 -3
right_child=1 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00058984844371263068 -0.00037506097162367337 -0.00065924553741300541 0.00069263960209438021 -0.00036774537093248628 0.00071415467405841569 0.0003227269848659013 0.00063747230998035739 0.000186412601707004 -0.00074130123233659992 0.00014839570807416349
leaf_weight=0.0010052894381667463 0.0010474930094971436 0.0010319173578831999 0.0011624940696960484 0.0010054353941775741 0.0010271328495352946 0.0015589601494749514 0.0010400850927709268 0.0013696390329039215 0.001579595229359655 0.0011310187989272301
leaf_count=627 151 195 222 222 196 356 132 819 726 264
internal_value=0 4.30124e-05 8.31663e-05 1.04523e-05 5.39678e-05 0.000149654 4.51502e-05 -9.15044e-05 -0.000310466 -0.000236923
internal_weight=0 0.0119538 0.0109063 0.00974378 0.00873835 0.00657541 0.00554828 0.00450819 0.00294923 0.00216294
internal_count=3910 3283 3132 2910 2688 2229 2033 1901 1545 459
is_linear=0
shrinkage=0.00196078


Tree=5961
num_leaves=11
num_cat=0
split_feature=133 13 43 3 47 4 43 16 1 11
split_gain=4.61848e-05 8.74882e-05 4.97712e-05 7.38066e-05 5.88097e-05 5.16777e-05 5.28026e-05 5.53241e-05 4.44053e-05 2.74993e-05
threshold=0.10599500000000002 -0.23438999999999996 0.088185000000000013 -0.10628499999999998 0.09252500000000001 0.0057500000000000008 -0.06705499999999999 -0.088144999999999987 0.10915500000000002 0.077415000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 -5 -8 -7 -3
right_child=-2 2 -4 4 -6 8 7 -9 -10 -11
leaf_value=0.00052338708720642106 -0.00040157977477730308 0.00057920801455098314 -0.00044122224866402195 0.00021900524452961372 -0.00037584255498853347 0.00049339581026996656 -1.9590626123514137e-05 -0.00061713528464709658 -4.0185655396115141e-05 0.00012175547200461397
leaf_weight=0.0012308733575115945 0.0010456345769988282 0.0010017142213901479 0.0010167107654857335 0.0011458919557342591 0.0018637026551961621 0.0012871800143808485 0.0013039189083809788 0.0010967853213882249 0.0011226308706762526 0.0010193581731070089
leaf_count=193 557 171 319 845 282 304 243 594 188 214
internal_value=0 2.79602e-05 -2.82024e-05 1.44675e-05 -7.18579e-05 2.3256e-05 -0.000127292 -0.000292585 0.000244822 0.000348485
internal_weight=0 0.0120888 0.0108579 0.00984118 0.00782011 0.00595641 0.0035466 0.0024007 0.00240981 0.00202107
internal_count=3910 3353 3160 2841 2456 2174 1682 837 492 385
is_linear=0
shrinkage=0.00196078


Tree=5962
num_leaves=11
num_cat=0
split_feature=484 133 42 0 160 15 2 1 4 15
split_gain=9.63633e-05 3.54958e-05 9.15832e-05 0.000102123 6.59769e-05 5.83801e-05 9.56147e-05 0.00012298 8.79788e-05 7.93213e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.10302000000000001 -0.080184999999999992 -0.14868999999999996 0.10393500000000001 0.086560000000000012 -0.0031049999999999997 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11
leaf_value=-0.00058283210898049502 -0.0004594128962752377 -0.00030708891472876844 -0.00031558632957432521 0.00069433764232357633 0.00057752516909882507 0.00015875857015303985 -0.00037254241468234609 -0.00040522747054820227 0.00089821951397397039 0.00031268672133057872
leaf_weight=0.0010187185930486597 0.0011008755377421289 0.0010080152447962025 0.0014559516705251116 0.0011201163748091837 0.0010163028351078155 0.0013060200166103036 0.0014423687496177675 0.0014417922975166653 0.0011752547362124032 0.0010035602053436316
leaf_count=627 348 480 541 164 285 532 363 160 136 274
internal_value=0 4.51586e-05 7.72561e-05 0.000136566 6.59005e-05 0.000141108 7.14683e-05 0.000201461 0.000509004 -0.000110599
internal_weight=0 0.0120703 0.0110622 0.00996137 0.00884125 0.0073853 0.006369 0.00492663 0.00248127 0.00244535
internal_count=3910 3283 2803 2455 2291 1750 1465 1102 668 434
is_linear=0
shrinkage=0.00196078


Tree=5963
num_leaves=9
num_cat=0
split_feature=133 133 160 42 15 151 2 2
split_gain=5.5419e-05 7.60585e-05 4.96338e-05 5.20458e-05 9.40996e-05 8.74798e-05 7.12965e-05 7.72382e-05
threshold=0.10599500000000002 0.083815000000000014 1.0000000180025095e-35 0.098285000000000011 0.035895000000000003 -0.068254999999999996 0.086650000000000019 0.10742000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00042768190020073455 -0.0004480307811262091 0.00045535588041252279 -0.0003121252387599111 0.00045558473325829293 -0.00045412263691326383 -6.8295308398379976e-05 0.00079199723916121342 0.0001148394464395121
leaf_weight=0.0010069748393206337 0.0010124555697533467 0.0014198420749834744 0.0019298452000924204 0.0010041406568266475 0.0015193047545381654 0.0020003902025134859 0.0011906038257760731 0.0014199792843132214
leaf_count=227 557 711 373 224 831 378 301 308
internal_value=0 3.04969e-05 -2.93996e-05 3.7618e-05 -2.11858e-05 9.58966e-05 0.000210239 0.00042367
internal_weight=0 0.0114911 0.0100712 0.00814139 0.00713725 0.00561795 0.00461097 0.00261058
internal_count=3910 3353 2642 2269 2045 1214 987 609
is_linear=0
shrinkage=0.00196078


Tree=5964
num_leaves=11
num_cat=0
split_feature=484 133 0 12 47 15 16 2 4 3
split_gain=6.77776e-05 4.96986e-05 7.6263e-05 8.10743e-05 6.50746e-05 6.99295e-05 0.000103417 0.000122118 8.36685e-05 2.15068e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.017269999999999997 -0.0089849999999999982 0.10887000000000001 -0.11399999999999998 -0.014099999999999998 0.094010000000000024 0.0057500000000000008 -0.095614999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 -4
right_child=1 -3 9 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00048257809233404335 -0.00048910913219804618 -0.00036442537130022655 0.00021758273661996963 0.00053858852630601646 -0.00040115194133592461 -0.0002045624526870449 0.0004354931217922704 -0.00070113234812643809 0.0004522324320996415 0.00062337310888605239
leaf_weight=0.0010534326744995595 0.0011465859514141865 0.0010912738700353019 0.0010048339186502467 0.001328770039346572 0.0010014311926796063 0.0017888187280978266 0.0017832689930100233 0.0010660581734710461 0.0012787731877503981 0.0010037614371800449
leaf_count=627 393 480 198 190 128 801 566 254 105 168
internal_value=0 3.53241e-05 7.35827e-05 -5.68504e-07 6.73526e-05 0.000132105 4.08204e-05 -0.000129443 6.92327e-05 0.00042037
internal_weight=0 0.0124936 0.0114023 0.00939371 0.00824712 0.00724569 0.00591692 0.00413365 0.00306759 0.0020086
internal_count=3910 3283 2803 2437 2044 1916 1726 1160 906 366
is_linear=0
shrinkage=0.00196078


Tree=5965
num_leaves=9
num_cat=0
split_feature=0 4 43 160 4 15 1 4
split_gain=1.39546e-05 3.88645e-05 2.62978e-05 5.08873e-05 4.59815e-05 0.000113111 5.34548e-05 2.8206e-05
threshold=1.0000000180025095e-35 -0.48072499999999996 -0.079374999999999987 0.086110000000000006 -1.0000000180025095e-35 0.041585000000000004 0.11198000000000001 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 -6 -1
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.022624777934274375 -0.006259067305551873 0.021102608018362837 0.034504335708409987 -0.017695840453264031 -0.013623241422837516 -0.008742169687793129 0.012397105435776816 -0.0010668258625897171
leaf_weight=0.0010866071243758636 0.0010439887536213297 0.0010325566363541562 0.001387411431187504 0.0011518973042436813 0.0018467477308489371 0.0010721424274330459 0.0013791073308293826 0.0013747816764068266
leaf_count=914 187 207 319 217 481 993 292 300
internal_value=0 0.00734645 -0.00172041 0.00147036 0.00535355 0.0156528 -0.00249911 -0.0105838
internal_weight=0 0.00207655 0.0092987 0.00683731 0.00568541 0.00245955 0.00322586 0.00246139
internal_count=3910 394 3516 2302 2085 1312 773 1214
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=11
num_cat=0
split_feature=484 474 0 51 4 133 16 2 151 52
split_gain=0.000119558 6.19225e-05 6.57635e-05 0.000122192 7.74256e-05 4.59703e-05 8.1095e-05 8.42182e-05 5.92726e-05 4.08453e-05
threshold=-0.0043499999999999988 0.084145000000000011 -0.017269999999999997 -0.031524999999999991 -0.49837999999999999 -0.0023199999999999996 -0.19424999999999998 0.10836000000000003 -0.0074049999999999993 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 7 -7 -8 -10
right_child=1 -3 4 5 -6 6 8 -9 9 -11
leaf_value=-0.00066224970831552858 -0.00065416685555146938 0.00050681068868261225 -0.0001219529264354223 -0.00032031567159768686 0.00059090318081286885 0.00012115983272942705 0.0006105667142979848 -0.00060769125995632702 -7.560426029808974e-05 0.00040753342344378353
leaf_weight=0.0010018838722161876 0.0012142153064228786 0.0010113997535394952 0.0010143193987996698 0.0013210144070648711 0.0013865426990179949 0.0013789863885098953 0.0012210917951665577 0.0010923412945130317 0.001888942244516586 0.0010449129120928551
leaf_count=612 325 341 123 829 223 177 204 186 432 458
internal_value=0 4.15639e-05 8.67176e-07 -7.48334e-05 0.000289735 1.36792e-05 8.02645e-05 -0.000200997 0.000247556 9.64686e-05
internal_weight=0 0.0125738 0.0115624 0.0091615 0.00240086 0.00794729 0.00662627 0.00247133 0.00415495 0.00293386
internal_count=3910 3298 2957 2611 346 2286 1457 363 1094 890
is_linear=0
shrinkage=0.00196078


Tree=5967
num_leaves=11
num_cat=0
split_feature=484 133 133 12 15 3 3 151 16 4
split_gain=9.50772e-05 4.64891e-05 8.49852e-05 7.01851e-05 7.53521e-05 0.000101155 0.000122299 7.73455e-05 4.18678e-05 2.83224e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.023959999999999995 0.035895000000000003 -0.10315499999999998 -0.032959999999999996 -0.0095999999999999992 -0.072359999999999994 -0.077889999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 -6
right_child=1 -3 -4 4 9 6 7 8 -10 -11
leaf_value=-0.000580447930714327 -0.0004789529606448345 -0.00035414953875979058 0.00051815121766682121 0.00058690753109717623 -0.00049418435067432177 -0.00058200681031165115 -0.00027458963922864348 0.00063133944877079588 0.00015642600804802734 -3.8767087375412241e-05
leaf_weight=0.0010406253238123232 0.0010179513387688381 0.0010689425394658321 0.0014426057586351309 0.0016552824265641704 0.0010178214738512537 0.0010098118614565912 0.0010610448708642251 0.0011685975670945731 0.001833390484052704 0.0010843414195824885
leaf_count=627 295 480 508 276 599 454 112 92 153 314
internal_value=0 3.66789e-05 7.36799e-05 8.5722e-06 6.47739e-05 0.000166019 2.86826e-05 0.000180461 0.000341298 -0.00025927
internal_weight=0 0.0123598 0.0112908 0.00984824 0.00883029 0.00672813 0.00507284 0.00406303 0.00300199 0.00210216
internal_count=3910 3283 2803 2295 2000 1087 811 357 245 913
is_linear=0
shrinkage=0.00196078


Tree=5968
num_leaves=10
num_cat=0
split_feature=484 4 12 47 1 1 52 52 15
split_gain=0.000126107 8.15696e-05 8.42352e-05 9.51946e-05 9.43144e-05 0.000104511 8.86141e-05 4.78704e-05 8.38565e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.09112000000000002 0.10884000000000001 -0.068164999999999989 0.10599500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00066123760225799419 -0.00051553530892822687 0.00045271810789084856 0.0004597958656554747 0.00050773820514891325 -0.00085037903190125525 2.605329213247673e-05 -0.0005443679217608633 0.00030843574365940518 9.2414679216718364e-05
leaf_weight=0.0010317455674431252 0.0011368329039439804 0.0016889583141154749 0.0017655631421942845 0.0014720312552969359 0.001001086656842661 0.0010955628239988045 0.0013843062893942361 0.0010188517142847705 0.0018679627526692879
leaf_count=627 276 447 375 200 354 158 307 372 794
internal_value=0 5.21508e-05 -1.0829e-05 4.8905e-05 -3.4138e-05 -0.000392417 9.02986e-05 -6.24413e-05 -0.000178628
internal_weight=0 0.0124312 0.0107422 0.00960536 0.00813333 0.00209665 0.00603668 0.00427112 0.00325227
internal_count=3910 3283 2836 2560 2360 512 1848 1473 1101
is_linear=0
shrinkage=0.00196078


Tree=5969
num_leaves=11
num_cat=0
split_feature=484 133 484 16 151 16 52 47 4 16
split_gain=0.000113543 5.31816e-05 7.69083e-05 0.000125786 0.000127797 0.000119206 9.87676e-05 8.4678e-05 0.000113186 5.10775e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 0.087420000000000012 -0.014099999999999998 -0.0088999999999999982 0.3935300000000001 0.09086000000000001 0.09550500000000002 0.15927500000000003 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 9 -6
right_child=1 -3 -4 5 7 -7 -8 -9 -10 -11
leaf_value=-0.00061910206058971766 -0.00057278558232474184 -0.00038064615422597249 -0.00041914353346617664 0.00035369166006254905 -4.591689351782408e-05 -0.00010925207269225096 0.0011182161736875663 0.00055259433053308886 0.00050430443487912752 -0.00059053455497402819
leaf_weight=0.0010634585047169113 0.0013340641158752081 0.0010239659595399448 0.0010567212880097697 0.0017993602685285274 0.0019327438517805441 0.0011955467935088841 0.0010167811241198451 0.0012487702803310186 0.0011021729111174048 0.0010070409680961458
leaf_count=627 219 471 341 518 432 292 92 111 234 573
internal_value=0 4.78425e-05 8.53649e-05 0.000135487 -3.04427e-05 0.000409499 0.000629727 0.00010631 -3.15707e-05 -0.000232479
internal_weight=0 0.0127172 0.0116932 0.0106365 0.00662479 0.00401169 0.00281614 0.00529073 0.00404196 0.00293978
internal_count=3910 3283 2812 2471 1569 902 610 1350 1239 1005
is_linear=0
shrinkage=0.00196078


Tree=5970
num_leaves=11
num_cat=0
split_feature=158 156 457 16 15 47 0 1 16 13
split_gain=8.07586e-05 7.5936e-05 8.61391e-05 9.19047e-05 0.000126759 9.22903e-05 5.98379e-05 0.000105121 6.31649e-05 1.8786e-05
threshold=1.0000000180025095e-35 0.083820000000000019 -1.0000000180025095e-35 -0.48509999999999992 -0.11739999999999999 0.09550500000000002 -0.10575999999999998 0.078675000000000009 0.18936500000000003 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 9 -8
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.00046095736994249944 -0.00054380234767989412 -0.00040371817736688562 0.00060331623221870055 -0.00058110420305361552 0.00036865009232185219 0.00063602350995508401 0.00011993433017297313 -0.00047825561076894732 0.00049421625807609274 -0.00025954178792473128
leaf_weight=0.0010031373736561428 0.0010023859873606036 0.0013566752081706933 0.0014239228739350651 0.0010268437731965462 0.001742907173479467 0.0012671841102587728 0.0010023002203532639 0.0015361212207227627 0.0012311769180565306 0.0010039515014291041
leaf_count=248 488 515 190 287 190 144 773 582 151 342
internal_value=0 3.44752e-05 8.7377e-05 0.000141123 6.64243e-05 0.000151848 5.76962e-05 -5.58386e-05 0.000144593 -6.99599e-05
internal_weight=0 0.0125942 0.0112375 0.0102344 0.00881048 0.00778364 0.00651646 0.00477355 0.00323743 0.00200625
internal_count=3910 3422 2907 2659 2469 2182 2038 1848 1266 1115
is_linear=0
shrinkage=0.00196078


Tree=5971
num_leaves=12
num_cat=0
split_feature=484 474 2 52 1 4 43 2 3 13 1
split_gain=0.000185132 7.5824e-05 6.65502e-05 7.57909e-05 6.75194e-05 6.95171e-05 6.04668e-05 4.8807e-05 0.000120185 0.000100457 7.38737e-05
threshold=-0.0043499999999999988 0.084655000000000022 0.086545000000000025 -0.081429999999999989 0.095575000000000007 -0.077679999999999985 -0.075819999999999985 0.096750000000000017 -0.076734999999999984 -0.089899999999999994 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 8 -5 -9 -11
right_child=1 -3 3 7 6 -7 -8 9 -10 10 -12
leaf_value=-0.00080819357636259927 -7.8270034125331678e-05 0.00057191870528390976 0.00052996126770163139 -0.00023990810296044068 -0.00026331796062460981 -0.00080240996290018658 0.00040089312260213568 0.00028319720890346994 0.00065972182663263988 -0.00070453952109490519 -2.0738866250623191e-05
leaf_weight=0.0010292242375226556 0.00101294193646698 0.0010093696265508845 0.0014143377116522084 0.0010379539122484583 0.0010902810589759923 0.0010259007550932552 0.0010198453488379148 0.0015717530682510419 0.0012688736902099825 0.0011810312259325092 0.0012506493712222348
leaf_count=612 565 318 445 481 186 302 205 170 137 303 186
internal_value=0 5.5988e-05 1.21288e-05 0.000119712 -0.000188171 -0.000442641 5.77019e-05 2.77621e-05 0.000254935 -0.000103138 -0.000352851
internal_weight=0 0.0128829 0.0118736 0.0077246 0.00414897 0.00203884 0.00211013 0.00631026 0.00230683 0.00400343 0.00243168
internal_count=3910 3298 2980 1722 1258 867 391 1277 618 659 489
is_linear=0
shrinkage=0.00196078


Tree=5972
num_leaves=9
num_cat=0
split_feature=14 15 43 52 52 1 13 1
split_gain=1.63595e-05 4.77241e-05 3.34256e-05 4.52174e-05 7.11847e-05 4.43998e-05 8.68776e-05 2.29833e-05
threshold=-1.0000000180025095e-35 -0.106555 0.12512500000000001 0.10599500000000002 0.071660000000000015 0.085835000000000009 -0.0010249999999999997 0.10593500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.012286000927033169 0.016757735040967371 -0.019254655483893365 0.014642128475253062 -0.022779715539644103 0.020863351824990141 0.021956217412478427 -0.0025691864922430681 -0.021879298256045142
leaf_weight=0.0010037795619172772 0.0016388805060559434 0.0017039370652924841 0.0010849006448295636 0.0011105804522298195 0.0012192702822861976 0.0012355702820532632 0.0015354052062079078 0.001029756047136836
leaf_count=196 505 953 235 518 516 556 278 153
internal_value=0 0.00107339 -0.0018085 -0.00408653 -0.000999011 -0.00584147 0.000171906 -0.010321
internal_weight=0 0.0105583 0.00891942 0.00783452 0.00672394 0.00550467 0.00380073 0.00256516
internal_count=3910 3714 3209 2974 2456 1940 987 431
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=11
num_cat=0
split_feature=133 13 50 47 4 42 52 13 160 1
split_gain=4.29392e-05 8.03234e-05 5.87806e-05 6.92196e-05 8.06754e-05 5.73311e-05 0.00010798 6.75392e-05 9.98966e-05 4.87146e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 0.10887000000000001 0.28937500000000005 -1.0000000180025095e-35 -0.092854999999999979 -0.017604999999999999 0.086110000000000006 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 9 -9
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11
leaf_value=0.00040012225105420958 -0.00050973334085744476 -0.00051003129170851269 -0.00059206857758004798 -0.00054367141653248767 0.00048757388643550328 -0.00059751518426114992 -0.0002588846529874307 0.00076628146511728285 -0.00028091641498362817 0.00021352162106634117
leaf_weight=0.0011657956582002684 0.0010086027629199095 0.0011264628690168931 0.0010102403451455058 0.0011544024097497043 0.0010116595033527647 0.0010571780913697666 0.0014807756472954643 0.0010721606831480602 0.0010075419547299971 0.0014312704140939624
leaf_count=193 557 660 545 157 272 413 809 91 81 132
internal_value=0 -8.78178e-05 -0.000142769 -9.41791e-05 -3.07991e-05 -0.000103885 -2.82498e-05 9.23121e-05 0.000240432 0.000450256
internal_weight=0 0.0115175 0.0103517 0.00934145 0.00818705 0.00717539 0.00604893 0.00499175 0.00351097 0.00250343
internal_count=3910 3353 3160 2615 2458 2186 1526 1113 304 223
is_linear=0
shrinkage=0.00196078


Tree=5974
num_leaves=11
num_cat=0
split_feature=484 133 4 52 160 151 4 12 4 52
split_gain=8.60448e-05 4.06295e-05 7.51822e-05 4.62304e-05 4.44015e-05 5.50369e-05 9.3302e-05 7.58821e-05 7.64179e-05 3.31732e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.41745999999999994 -0.081429999999999989 -0.079234999999999986 -0.0088999999999999982 0.15927500000000003 0.088375000000000023 -0.03614499999999999 -0.24084499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 -6 7 8 -7 -4
right_child=1 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00054825695798746269 0.00054675869260758343 -0.00033051851317957123 -8.1810845871392645e-06 -0.00041439703326209734 -0.00037431931156782321 0.0004610382678312139 0.00046332610452532217 -0.0005457268909495128 -0.00023529557853321526 0.0004606123304191423
leaf_weight=0.0010442885119756199 0.0011552764692837328 0.0010479747931885523 0.0010248781365737396 0.0011356146576083134 0.0011873048829850845 0.0011496313201984517 0.0017427018204719414 0.001008552540992197 0.0012811952626301454 0.0013379798781743258
leaf_count=627 204 480 267 526 200 383 296 444 144 339
internal_value=0 3.84199e-05 7.3495e-05 1.80879e-05 -5.72175e-05 6.46504e-06 9.37094e-05 -9.35721e-05 9.40275e-05 0.000257275
internal_weight=0 0.0120711 0.0110231 0.00986786 0.007505 0.00636939 0.00518208 0.00343938 0.00243083 0.00236286
internal_count=3910 3283 2803 2599 1993 1467 1267 971 527 606
is_linear=0
shrinkage=0.00196078


Tree=5975
num_leaves=9
num_cat=0
split_feature=150 151 160 1 403 12 2 4
split_gain=1.64696e-05 6.14963e-05 4.93679e-05 3.34515e-05 4.76176e-05 5.12144e-05 8.83698e-05 5.20363e-05
threshold=0.082085000000000019 -0.024429999999999997 1.0000000180025095e-35 0.12864500000000004 0.03138500000000001 0.084100000000000022 0.091525000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 -1
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.016202411678028283 0.024184211045462301 -0.009544137289075709 -0.022096788073139934 0.017160691245518094 0.015575908966475378 -0.036210552992337997 0.00059816720807087621 -0.0088682459726152889
leaf_weight=0.0015312785817492296 0.0011045193766891096 0.0010587641473202482 0.0010817843505918348 0.0010651136208965446 0.00129370590899719 0.0011883920340074266 0.0014456670382399454 0.0018023415960814228
leaf_count=317 330 183 522 254 383 1117 553 251
internal_value=0 0.00767673 -0.00199994 0.000611055 -0.00181648 -0.00558689 -0.0160086 0.00264781
internal_weight=0 0.00216328 0.00940828 0.0083265 0.00726139 0.00596768 0.00263406 0.00333362
internal_count=3910 513 3397 2875 2621 2238 1670 568
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=10
num_cat=0
split_feature=133 133 50 16 52 43 150 16 12
split_gain=4.58911e-05 6.54595e-05 4.66277e-05 5.23748e-05 0.000103051 0.000103218 6.50533e-05 4.51627e-05 9.17669e-05
threshold=0.10599500000000002 0.083815000000000014 0.086465000000000014 -0.013279999999999998 -0.072349999999999984 -0.074254999999999988 0.083205000000000015 -0.089559999999999987 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 8 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00042855017101097094 -0.00040375315048561694 0.00041246326153628922 -0.0004256937695142944 0.00034458072738355105 0.00055277188133077883 -0.00052499687267067684 0.00023755749759133958 -0.00059342015699603216 0.00026173089770220245
leaf_weight=0.0016395171389328165 0.0010459595320519164 0.0014664578907087325 0.0010317489079324305 0.0010303118376299907 0.0016838552065701886 0.0010696409001537163 0.0015203290802015277 0.0010268968486474798 0.0013502548027680566
leaf_count=345 557 711 401 212 375 337 202 526 244
internal_value=0 2.47464e-05 -3.01743e-05 1.36069e-05 0.000191409 -9.8351e-05 -0.000107897 -0.000238654 -0.000116802
internal_weight=0 0.011819 0.0103526 0.00932081 0.00378381 0.00209995 0.005537 0.00401667 0.00298977
internal_count=3910 3353 2642 2241 924 549 1317 1115 589
is_linear=0
shrinkage=0.00196078


Tree=5977
num_leaves=9
num_cat=0
split_feature=47 43 16 133 16 52 15 15
split_gain=1.43588e-05 4.99832e-05 5.93651e-05 3.94436e-05 5.82343e-05 5.85881e-05 6.08851e-05 6.93966e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 0.085515000000000022 -0.50388999999999984 0.086950000000000013 -0.0063699999999999989 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.019459040363273623 -0.01100717974294318 0.020800736575353491 -0.01878378087892121 0.020255369123719121 0.0039533911805834055 -0.025496772497545062 0.01473207217096553 -0.029549971024837564
leaf_weight=0.0012824092951770642 0.0011074369820206669 0.0010508773243039331 0.0016518399739778346 0.0010375726604771535 0.0015457559855770464 0.0011024348288695201 0.0017482196259309326 0.0010303481785563628
leaf_count=261 179 195 494 902 293 601 645 340
internal_value=0 0.000967771 -0.00161904 0.00215377 -0.000745703 -0.00491811 0.000328171 -0.00944674
internal_weight=0 0.0104495 0.00916705 0.00751521 0.00647764 0.00542676 0.00432432 0.0025761
internal_count=3910 3731 3470 2976 2074 1879 1278 633
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=11
num_cat=0
split_feature=484 133 42 52 52 15 2 1 4 15
split_gain=9.08097e-05 6.0563e-05 7.04605e-05 8.60597e-05 0.000102111 6.45991e-05 8.27253e-05 7.06869e-05 9.98904e-05 8.29401e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.048490000000000012 0.11401500000000002 -0.14868999999999996 0.10869000000000002 0.086560000000000012 -0.0031049999999999997 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 -7 -9
right_child=1 -3 3 4 -6 6 -8 9 -10 -11
leaf_value=-0.00057065573632212739 -0.00038670564815810146 -0.00041472995916793433 0.0004726279803244349 0.00072426939985060937 -4.7388915366773266e-07 -0.00012437730895918593 -0.00049222039350700164 -0.00048336747260655297 0.00072544738147230063 0.00023306236971692114
leaf_weight=0.0010218850767138117 0.0011187978927140975 0.0010398397304656479 0.0010044850817403222 0.0017108054285885441 0.0013272898879108791 0.0010123941317588471 0.0013484820262930075 0.0013907949146105172 0.0011201343268058051 0.0011228302792946085
leaf_count=627 348 480 247 459 398 355 282 186 153 375
internal_value=0 3.78537e-05 8.00385e-05 0.000132064 0.000407642 1.24446e-05 -6.46655e-05 5.94264e-05 0.000322003 -0.00016334
internal_weight=0 0.0121959 0.011156 0.0100372 0.0030381 0.00699912 0.00599464 0.00464615 0.00213253 0.00251363
internal_count=3910 3283 2803 2455 857 1598 1351 1069 508 561
is_linear=0
shrinkage=0.00196078


Tree=5979
num_leaves=9
num_cat=0
split_feature=150 151 151 4 4 0 15 3
split_gain=1.56823e-05 4.80133e-05 4.77153e-05 4.70058e-05 5.82809e-05 3.99344e-05 3.50454e-05 5.44891e-05
threshold=0.082085000000000019 -0.024429999999999997 -1.0000000180025095e-35 0.15927500000000003 -0.0021099999999999995 -0.11756999999999999 1.0000000180025095e-35 -0.078669999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 7 -4
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=-0.021203771939321606 0.022189721726990574 -0.0076422205653884556 -0.0084368590036795199 -0.00056024154439358897 -0.019194187259706823 0.027143213994590121 -0.0084546494261921144 0.021003804629896851
leaf_weight=0.0011304332658501866 0.0010969370908675436 0.0010616735603509496 0.0010216069419059109 0.0010114039678815435 0.0017392967787347845 0.0010716603237017313 0.0017797549499164091 0.0016344145327127049
leaf_count=360 330 183 396 147 601 279 1343 271
internal_value=0 0.00751742 -0.00193529 0.00070232 -0.0036796 0.0136922 0.00240377 0.0096798
internal_weight=0 0.00215861 0.00938857 0.00825814 0.00617507 0.00208306 0.00443578 0.00265602
internal_count=3910 513 3397 3037 2611 426 2010 667
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 0 0 0 16
split_gain=9.49039e-05 6.94053e-05 8.75445e-05 0.000124402 9.64427e-05 9.06214e-05 7.06228e-05 9.63308e-05 5.66152e-05 4.15278e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.083564999999999987 -0.053834999999999994 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 -2 6 -6 -8 9 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00058020150870137391 -0.00050039439282447535 -0.00044508197506690895 2.4886803677235308e-05 0.00084274886484530566 -0.00050864499279260522 0.00040787605640736483 0.0005164241395422827 -0.00033411210598158729 -0.00021816295697257461 0.00058305033227435798
leaf_weight=0.0010280781022510678 0.0014750134755581448 0.0010369180878801948 0.0010202137031856992 0.0011803343173216988 0.0011997612197206745 0.0019041266840527753 0.0010222023603663538 0.0010256577915418556 0.0012972079030410086 0.0010297444940588689
leaf_count=627 238 480 380 117 190 338 484 456 321 279
internal_value=0 4.01523e-05 8.52604e-05 0.000295418 -5.83223e-05 6.82488e-05 -0.00013088 9.04384e-05 0.000102409 0.000305266
internal_weight=0 0.0121912 0.0111543 0.0045275 0.00662676 0.00515175 0.00324762 0.00204786 0.00334717 0.00204996
internal_count=3910 3283 2803 1097 1706 1468 1130 940 980 659
is_linear=0
shrinkage=0.00196078


Tree=5981
num_leaves=10
num_cat=0
split_feature=484 133 133 3 3 49 43 3 0
split_gain=8.50438e-05 6.17378e-05 7.0986e-05 5.55909e-05 0.000116403 6.03459e-05 4.9911e-05 4.52425e-05 2.06802e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 -0.006494999999999999 -0.074254999999999988 0.084925000000000014 -0.061994999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 -7 -8 -2
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.00055423940294937796 0.00011360578046317303 -0.00042253361825482971 0.00049235767571775228 -0.00065392639149678409 -0.00024238315243751269 0.00054990852956395009 -0.00021523247777254084 0.00024376436010375169 0.00050546258254706737
leaf_weight=0.0010155666895886413 0.0010675085753408869 0.0010290148452163266 0.0013988004136714508 0.0010822821341372347 0.0019898945632110558 0.0010171626575904472 0.0014023198285445901 0.0020076723168680555 0.0010055313485905068
leaf_count=627 173 480 508 849 268 162 397 250 196
internal_value=0 3.66929e-05 7.97649e-05 1.94732e-05 -5.90892e-05 4.12345e-05 0.000168713 5.50072e-05 0.000303677
internal_weight=0 0.0120002 0.0109712 0.00957237 0.00749933 0.00641705 0.00442715 0.00340999 0.00207304
internal_count=3910 3283 2803 2295 1926 1077 809 647 369
is_linear=0
shrinkage=0.00196078


Tree=5982
num_leaves=9
num_cat=0
split_feature=11 48 42 13 2 16 1 16
split_gain=1.5525e-05 3.00397e-05 4.487e-05 6.62106e-05 5.28053e-05 5.68903e-05 8.92529e-05 4.83906e-05
threshold=0.077330000000000024 0.091555000000000011 0.086325000000000013 -0.071149999999999977 0.11260500000000001 0.15737500000000001 0.092550000000000007 -0.089864999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.0029759031666476586 -0.011512574350132572 0.012153830589726945 -0.03241313082241231 0.0030872557376690037 0.022436161192938831 -0.02147329313007916 -0.02142335619917882 0.022452279615346633
leaf_weight=0.0012445712452127996 0.0010911884223291949 0.0019684368558575754 0.0010256785921704727 0.0010770373817980657 0.0011101441817588098 0.0011280456035935929 0.0010471324457296165 0.0018772102632827175
leaf_count=327 279 435 872 382 255 167 277 916
internal_value=0 0.00102107 -0.00155409 -0.0142294 0.00260576 -0.00155033 0.00384053 0.0123147
internal_weight=0 0.0104783 0.00850982 0.00210272 0.0064071 0.00529696 0.00416891 0.00312178
internal_count=3910 3631 3196 1254 1942 1687 1520 1243
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=10
num_cat=0
split_feature=50 160 12 48 4 13 2 47 13
split_gain=1.59659e-05 3.8167e-05 4.49213e-05 5.32113e-05 6.01315e-05 5.53097e-05 7.09633e-05 4.3938e-05 4.6514e-05
threshold=0.088425000000000017 -0.085744999999999988 -0.023959999999999995 0.11028500000000001 0.0057500000000000008 -0.070604999999999987 0.088585000000000011 0.09252500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -6
right_child=-2 2 3 -5 7 6 -8 -9 -10
leaf_value=0.019493144436511844 -0.011969826508558067 -0.020704213874635061 0.012022957973486008 -0.01996004866166818 0.0078173622528510695 0.00073264787624273094 -0.032315593657938367 -0.0022775312422453008 0.037319354428114161
leaf_weight=0.00101115604990699 0.001039167512570203 0.0010260463480341138 0.0015161776929476472 0.0010204403829161398 0.0010386568824225298 0.0017211065943974618 0.0010437710793279932 0.001013723436416516 0.0011008209619639917
leaf_count=485 689 419 639 129 277 513 501 90 168
internal_value=0 0.00102475 -0.000944968 0.00145298 0.00439217 -0.00332632 -0.0117434 0.0148715 0.022997
internal_weight=0 0.0104919 0.00948074 0.0084547 0.00743426 0.00428106 0.00276488 0.0031532 0.00213948
internal_count=3910 3221 2736 2317 2188 1653 1014 535 445
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=11
num_cat=0
split_feature=484 4 0 4 3 4 4 1 2 1
split_gain=0.000100841 4.38928e-05 0.000123478 4.29267e-05 6.08504e-05 3.75836e-05 4.94202e-05 4.73744e-05 5.75364e-05 5.87112e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.06272999999999998 -0.083144999999999983 -0.0021099999999999995 0.015635000000000003 0.092550000000000007 0.11542500000000001 0.11235500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 -8 9 -9
right_child=1 2 -4 5 -6 6 7 8 -10 -11
leaf_value=-0.00060119856409428349 -0.00034405889198856456 7.78773264847289e-05 0.00067261650091039629 0.00037609834169945183 -0.0005520521218533766 -0.00033982591199015834 0.00041288723783778518 -0.0004679021889820426 0.00035810190350359414 0.00011808867333913729
leaf_weight=0.0010199262678529516 0.0010439419735987767 0.0012228348443745665 0.0011929778159515082 0.0013306588660634668 0.0011384813786544442 0.0012264698147051566 0.0013539735336974682 0.0013078606612172813 0.0011153039715810827 0.0013216267790791692
leaf_count=627 151 600 222 712 546 271 295 117 233 136
internal_value=0 4.04917e-05 7.63027e-05 5.28606e-06 -0.000225836 7.65713e-05 1.35589e-05 9.85629e-05 -1.50847e-05 -0.000173373
internal_weight=0 0.0122541 0.0112102 0.0100172 0.00236132 0.00765589 0.00632523 0.00509876 0.00374479 0.00262949
internal_count=3910 3283 3132 2910 1146 1764 1052 781 486 253
is_linear=0
shrinkage=0.00196078


Tree=5985
num_leaves=10
num_cat=0
split_feature=484 133 0 42 160 151 2 1 13
split_gain=8.81129e-05 5.24764e-05 7.51933e-05 7.56669e-05 6.63554e-05 7.40641e-05 9.72011e-05 6.49959e-05 6.34351e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.017269999999999997 -1.0000000180025095e-35 -0.078154999999999988 -0.0088999999999999982 0.086545000000000025 0.095575000000000007 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -8
right_child=1 -3 -4 4 5 6 8 -9 -10
leaf_value=-0.00056415146948614108 -0.00043305159554712035 -0.00038043140972174398 0.00042426140320457221 -0.00034145573033441144 -0.00022690779466358021 -0.00038910644683591767 0.00012819510365897865 0.00029924800311091436 0.0007200637070719939
leaf_weight=0.0010170288938033392 0.0013180474780931694 0.0010590367935260281 0.0019659982388631854 0.0012394503240170636 0.0015179142353604572 0.0010853421889562192 0.0011201027545717911 0.0010258427065348505 0.0018396616982118425
leaf_count=627 760 480 366 486 288 281 259 131 232
internal_value=0 3.66197e-05 7.63657e-05 1.58604e-06 7.47657e-05 0.000153062 0.000266801 -5.46292e-05 0.000496075
internal_weight=0 0.0121714 0.0111124 0.00914636 0.00782831 0.00658886 0.00507095 0.00211118 0.00295976
internal_count=3910 3283 2803 2437 1677 1191 903 412 491
is_linear=0
shrinkage=0.00196078


Tree=5986
num_leaves=9
num_cat=0
split_feature=484 133 16 52 151 1 0 0
split_gain=9.92838e-05 4.73431e-05 8.85686e-05 0.000146205 8.24028e-05 0.000143367 6.04454e-05 4.47318e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00060225946521398177 -0.00047463144546365933 -0.0003629798531466212 0.00026469913397069171 0.00089432632926867242 -0.00055719521854146142 0.00047667103002849062 3.5030880439265171e-06 -0.00020499263245217766
leaf_weight=0.0010042225060870802 0.0014792265535608076 0.0010271723691211319 0.0019892374056656786 0.0011465541753088535 0.0011737651033334371 0.001903533433869935 0.0019966197713783196 0.0012819379469808656
leaf_count=627 238 480 659 117 190 338 940 321
internal_value=0 3.95533e-05 7.72413e-05 0.000291814 -6.74104e-05 5.13089e-05 -0.000204083 8.06321e-05
internal_weight=0 0.011998 0.0109709 0.00441773 0.00655314 0.00507392 0.00317038 0.00327118
internal_count=3910 3283 2803 1097 1706 1468 1130 980
is_linear=0
shrinkage=0.00196078


Tree=5987
num_leaves=10
num_cat=0
split_feature=475 0 42 3 43 52 16 2 16
split_gain=1.5885e-05 2.80145e-05 4.48981e-05 3.76641e-05 6.70098e-05 3.24475e-05 5.3797e-05 7.26477e-05 2.67269e-05
threshold=-1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.084129999999999996 -0.074254999999999988 -0.069134999999999988 -0.19424999999999998 0.088405000000000025 0.23932500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 -3
right_child=1 8 3 4 5 6 7 -9 -10
leaf_value=-0.011434034418034977 -0.01841433999647063 0.00074179599863600642 -0.014674236872818151 0.024839235007442818 -0.016619482463638372 -0.013031586821913708 -0.0035180054118741332 0.032849688926511765 0.022950616680101232
leaf_weight=0.0011260419012762138 0.0013307936977672661 0.0011547007935760632 0.0011759116047630885 0.0013106425457080038 0.00101258608218718 0.0012292758582510568 0.0012052475765139531 0.0010092089756146749 0.0010210075579812697
leaf_count=621 949 241 392 539 178 214 422 280 74
internal_value=0 0.0010668 -0.0015884 0.00163676 0.00496265 -0.000883226 0.00374382 0.0130561 0.0111639
internal_weight=0 0.0104494 0.00827367 0.00694287 0.00576696 0.00445632 0.00344373 0.00221446 0.00217571
internal_count=3910 3289 2974 2025 1633 1094 916 702 315
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=10
num_cat=0
split_feature=133 13 50 15 2 159 3 3 0
split_gain=5.95308e-05 6.5545e-05 7.00299e-05 6.0769e-05 0.000146354 5.97184e-05 7.69373e-05 5.36067e-05 6.48255e-05
threshold=0.10599500000000002 -0.26418499999999995 0.086465000000000014 -0.14868999999999996 0.11230000000000001 1.0000000180025095e-35 -0.10628499999999998 -0.076734999999999984 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10
leaf_value=0.00048259514451356458 -0.00045149942022426951 0.00048896006615856212 -0.00049871631031962228 0.00061869910118274708 -0.00066371677439024492 -0.00035442434941864869 -0.00025690325116253814 -7.3745182081437282e-05 0.00043919810455605302
leaf_weight=0.0011159832723757852 0.0010752651721249512 0.0010163620722994865 0.0010458415760419013 0.001126432813422386 0.0011668801973024534 0.001033901646246939 0.0015176916424904222 0.0019209535950595515 0.0018687847859383011
leaf_count=179 557 322 546 194 282 386 955 180 309
internal_value=0 3.04043e-05 -1.67719e-05 3.54545e-05 -1.79265e-05 8.29818e-05 0.000153272 5.44907e-05 0.000179196
internal_weight=0 0.0118128 0.0106968 0.00965101 0.00863464 0.00746776 0.00643386 0.00530743 0.00378974
internal_count=3910 3353 3174 2628 2306 2024 1638 1444 489
is_linear=0
shrinkage=0.00196078


Tree=5989
num_leaves=10
num_cat=0
split_feature=14 15 43 133 42 12 16 1 3
split_gain=1.6965e-05 4.29323e-05 2.48208e-05 4.5045e-05 6.63451e-05 7.18223e-05 7.05926e-05 6.83355e-05 3.48358e-05
threshold=-1.0000000180025095e-35 -0.106555 0.12512500000000001 0.087485000000000021 0.091145000000000018 0.088375000000000023 -0.094359999999999986 0.095575000000000007 -0.015794999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.012545699793923447 0.015925237933886546 -0.020496583845656141 0.01247207072988229 -0.023042135352061805 0.020753409677083706 -0.027697732161413992 0.010670929016370349 0.027212750489747081 -0.015111786648949599
leaf_weight=0.0010062343138156271 0.0016378225313678349 0.0011815196642349798 0.0010868692086277573 0.0010393391362139787 0.0011902633572612436 0.0011356963993804543 0.0010011916868849361 0.0011844512650840524 0.0010995969775301421
leaf_count=196 505 219 235 829 327 577 646 209 167
internal_value=0 0.00104362 -0.00168915 -0.00365433 -0.000687848 -0.00524313 0.000466072 0.00800518 -0.00282429
internal_weight=0 0.0105568 0.00891893 0.00783206 0.00679272 0.00560246 0.00446676 0.00328524 0.00210079
internal_count=3910 3714 3209 2974 2145 1818 1241 1022 813
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=9
num_cat=0
split_feature=42 3 49 2 42 3 4 1
split_gain=1.64717e-05 3.34409e-05 3.1198e-05 6.38399e-05 4.90162e-05 9.61476e-05 5.44737e-05 1.6761e-05
threshold=0.092145000000000019 -0.14218999999999996 -0.00064499999999999985 0.090695000000000012 -0.088669999999999985 -0.078884999999999997 -0.00072999999999999985 0.10593500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -8
right_child=-2 2 4 -5 5 6 7 -9
leaf_value=0.018748396956788184 -0.0088209911618125081 -0.029382164136518143 0.022023787925793653 0.0030107908657783919 -0.028453888121243817 0.019125119536850518 -0.01393013128422161 0.003582520906972047
leaf_weight=0.0010091168073251321 0.0018321731998039896 0.0010060133166248731 0.0011463011000626463 0.0015393483244762925 0.0010104546258875285 0.0017751017372793286 0.0010059973431449291 0.0011965154983543784
leaf_count=288 832 374 374 290 992 342 215 203
internal_value=0 0.0015184 -0.00048478 -0.009792 0.00337711 -0.000908059 0.00608955 -0.00441638
internal_weight=0 0.00968885 0.00867973 0.00254536 0.00613437 0.00498807 0.00397761 0.00220251
internal_count=3910 3078 2790 664 2126 1752 760 418
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=11
num_cat=0
split_feature=133 52 16 42 49 4 42 15 52 3
split_gain=3.79798e-05 7.96434e-05 0.000166257 4.96404e-05 5.57452e-05 8.17458e-05 6.846e-05 8.05823e-05 9.09944e-05 4.83406e-05
threshold=0.10599500000000002 -0.27466499999999994 0.18936500000000003 -1.0000000180025095e-35 -0.047309999999999998 0.0057500000000000008 0.088915000000000008 -0.0089749999999999986 -0.0041199999999999995 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -6 -10
right_child=-2 2 -4 4 6 -7 -8 -9 9 -11
leaf_value=-0.00050090750270987035 -0.00035981215752533109 -0.00038875179490807399 0.00069019353538272163 -6.9765797540608296e-05 -0.00061156788074648511 0.00069993221247228034 -0.00048846597396547445 0.00038571586322693163 0.00038457334348878248 -0.00019712845029190503
leaf_weight=0.0010084325833908539 0.0010666262847113918 0.0012226198381752743 0.0014628961006717131 0.0010795942072877067 0.0010627217324936794 0.0010430306031238741 0.0011629910035268771 0.0017033160726420563 0.0010746080510520739 0.0011234812362933013
leaf_count=391 557 770 194 246 308 147 535 416 192 154
internal_value=0 2.63545e-05 7.49778e-05 -2.00351e-05 3.4609e-05 0.000308454 -6.02594e-05 4.00604e-05 -0.000140496 8.72556e-05
internal_weight=0 0.0119437 0.0109353 0.00947236 0.00824974 0.00212262 0.00612712 0.00496413 0.00326081 0.00219809
internal_count=3910 3353 2962 2768 1998 393 1605 1070 654 346
is_linear=0
shrinkage=0.00196078


Tree=5992
num_leaves=12
num_cat=0
split_feature=484 133 42 484 16 151 2 2 13 52 15
split_gain=0.000130648 9.27688e-05 8.29718e-05 9.58177e-05 0.00010988 0.00012336 0.000112906 8.93821e-05 0.000100864 6.68442e-05 4.68692e-05
threshold=-1.0000000180025095e-35 0.10681500000000001 -0.090359999999999982 0.087270000000000014 -0.014099999999999998 -0.0088999999999999982 0.085730000000000015 0.088485000000000022 -0.014114999999999997 0.091210000000000013 -0.035939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 10 -9 -8 -7
right_child=1 -3 3 -5 6 7 9 8 -10 -11 -12
leaf_value=-0.00067229358418602499 -0.00039298783757543053 -0.0005291672367213619 -0.00048365711304698331 -0.00042717038211136159 -3.5903917881349539e-05 -0.00031956413647477234 0.00043467470371356964 -2.0729629754578992e-06 0.0007835346136925601 0.001111479073688989 0.0002376130879853754
leaf_weight=0.0010655397551909912 0.0012196796054500412 0.0010059574645996218 0.0012962072113181606 0.0010098433734604404 0.0010459011311583985 0.0013442796948300566 0.0012308787010271497 0.0010938678116072381 0.0014763371319053559 0.0010309660737404423 0.0010215272238169402
leaf_count=627 349 471 213 323 266 185 456 306 176 64 474
internal_value=0 4.23532e-05 9.1202e-05 0.00014718 0.000207977 5.46705e-05 0.000496827 0.000196036 0.000449184 0.000743167 -7.89817e-05
internal_weight=0 0.0127754 0.0117695 0.0105498 0.00953996 0.00623222 0.00330775 0.00493601 0.0025702 0.00226184 0.00236581
internal_count=3910 3283 2812 2463 2140 1354 786 1141 482 520 659
is_linear=0
shrinkage=0.00196078


Tree=5993
num_leaves=9
num_cat=0
split_feature=49 42 2 13 4 16 16 3
split_gain=1.89126e-05 4.08751e-05 5.48847e-05 5.3009e-05 5.03161e-05 9.77163e-05 7.84417e-05 8.15883e-05
threshold=-0.081629999999999994 0.084100000000000022 0.113945 -0.064174999999999982 0.15927500000000003 -0.094359999999999986 0.25185000000000007 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -7
right_child=1 3 -4 -5 -6 6 -8 -9
leaf_value=0.010141056138958916 -0.025185218168302399 -0.022491280831396995 -0.015622321648444907 0.0062002450569829583 0.026431147289182135 -0.0026146830532236438 -0.01365899802033306 0.032732252017542256
leaf_weight=0.0015527524282578945 0.0010260873059600656 0.0017655033601959226 0.0013885114776481956 0.0010136445561275355 0.0010405862847076841 0.0010893317215053292 0.0010450754222651056 0.0016303650867015135
leaf_count=305 215 1379 331 257 174 837 206 206
internal_value=0 -0.00172127 0.00224551 -0.0120266 0.00649997 0.00217087 0.00962677 0.0185746
internal_weight=0 0.00999911 0.00721996 0.00277915 0.00583145 0.00479086 0.00376477 0.0027197
internal_count=3910 3605 1969 1636 1638 1464 1249 1043
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=10
num_cat=0
split_feature=484 3 3 43 16 2 16 1 0
split_gain=0.000103035 4.03869e-05 3.79822e-05 6.11454e-05 4.29446e-05 8.8365e-05 0.000120979 3.87021e-05 2.35185e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -0.078884999999999997 -0.053009999999999995 -0.19424999999999998 0.11260500000000001 0.032820000000000009 0.089455000000000021 -0.061994999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 -5 6 7 -6 -2
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00060856146254649479 6.4064623516533301e-05 -0.00026647705100472837 0.00036609114775057558 -0.00033148420311420493 0.00038501374833261828 0.00054628087640458628 -0.00067553331884709833 -0.00013396515997539038 0.00044869483271279588
leaf_weight=0.0010104468245450337 0.0011541452551579042 0.0018508571524864783 0.0017682358005272061 0.0015364059619984239 0.0011954784002231565 0.001045074348976036 0.0010017677468796699 0.0010270878669652061 0.0012992261045625092
leaf_count=627 234 1326 536 240 242 195 133 161 216
internal_value=0 4.36582e-05 -1.46751e-05 4.68573e-05 -5.03695e-05 5.07935e-05 -0.000109804 0.000145184 0.000267752
internal_weight=0 0.0118783 0.00942491 0.00757405 0.00580581 0.00426941 0.00322433 0.00222257 0.00245337
internal_count=3910 3283 2833 1507 971 731 536 403 450
is_linear=0
shrinkage=0.00196078


Tree=5995
num_leaves=9
num_cat=0
split_feature=150 151 43 43 12 16 0 151
split_gain=1.80682e-05 4.23749e-05 4.57222e-05 9.47262e-05 6.04285e-05 8.14561e-05 7.95894e-05 3.89862e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 -0.074254999999999988 -0.092084999999999986 0.089995000000000006 -0.055679999999999993 -0.10209999999999998 -0.024429999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -2
right_child=7 2 4 -5 -6 -7 -8 -9
leaf_value=-0.020300947801631313 0.021375153010508647 -0.0041812303924381213 -0.0072517079693079191 0.033228662117644234 -0.021059332946492284 -0.017801382789071073 0.02889293117373113 -0.0055089767110770805
leaf_weight=0.0011165858609494443 0.0010949937927596876 0.001691540702356947 0.0010993042585905142 0.0011283628879771778 0.0016237852137210686 0.0013468091023646597 0.00136648984816989 0.001063118445738238
leaf_count=360 330 494 200 554 859 417 513 183
internal_value=0 -0.00201724 0.000455463 0.0107881 -0.00490414 0.00197634 0.0127789 0.00813163
internal_weight=0 0.00937288 0.00825629 0.0028199 0.00543639 0.0038126 0.00246579 0.00215811
internal_count=3910 3397 3037 1048 1989 1130 713 513
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=11
num_cat=0
split_feature=133 13 50 15 2 159 3 48 1 13
split_gain=4.60927e-05 7.3717e-05 6.8271e-05 9.82136e-05 0.000100489 6.1614e-05 7.14624e-05 6.24733e-05 4.79987e-05 0.000101072
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 -0.16430499999999995 0.11230000000000001 1.0000000180025095e-35 -0.10628499999999998 0.087770000000000015 0.092550000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 9 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.00048861378117387975 -0.00040645078710307118 0.00060511367238037816 -0.000508814120896561 0.00055982210525576501 -0.00059206265104074559 -0.00040622470338150658 -0.00037160124771464003 0.00041804073758149393 -0.00035991843124220284 0.00043574742561136435
leaf_weight=0.0011888193969005921 0.0010319168170048005 0.0010041199729714191 0.001019042431896316 0.001126327295633338 0.0011146664837239492 0.0010247030132065531 0.0010759116724622605 0.0011507854095892962 0.0016283529763673459 0.001336997195968049
leaf_count=193 557 292 545 197 282 389 815 198 266 176
internal_value=0 2.58868e-05 -2.6599e-05 2.53355e-05 -4.34969e-05 3.97745e-05 0.000112106 1.49814e-05 -9.97934e-05 7.57521e-05
internal_weight=0 0.0116697 0.0104809 0.00946186 0.00845774 0.00734308 0.00631837 0.00519205 0.00404126 0.00241291
internal_count=3910 3353 3160 2615 2323 2041 1652 1455 1257 991
is_linear=0
shrinkage=0.00196078


Tree=5997
num_leaves=9
num_cat=0
split_feature=50 4 156 40 3 2 0 0
split_gain=1.58794e-05 4.04024e-05 4.25225e-05 5.2947e-05 4.64152e-05 6.87227e-05 5.73125e-05 5.41318e-05
threshold=0.088425000000000017 0.28937500000000005 0.082605000000000026 -1.0000000180025095e-35 0.094625000000000015 0.097775000000000015 -0.077944999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.019582716945107367 -0.011875133046489014 0.017947288034727608 -0.020662449133496325 0.0085694091189856113 0.01841552523995393 -0.021160254051315528 0.023219128867439622 -0.019772095439973741
leaf_weight=0.0010712096473265466 0.001043307315076525 0.001248103494313548 0.0010029330934539496 0.0017902725146410935 0.0017488402229579245 0.0012244826697474917 0.0012984356227488695 0.00108074601558687
leaf_count=241 689 396 487 181 133 407 302 1074
internal_value=0 0.00106228 -0.00122419 0.00114923 0.00425842 -0.000331642 0.00578529 -0.00209927
internal_weight=0 0.010465 0.00921692 0.00821399 0.00714278 0.00539394 0.00416945 0.00287102
internal_count=3910 3221 2825 2338 2097 1964 1557 1255
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=11
num_cat=0
split_feature=484 133 133 3 3 3 16 16 15 12
split_gain=0.000111573 6.54477e-05 6.83708e-05 6.57202e-05 0.000122672 5.44387e-05 5.12396e-05 7.81362e-05 4.86963e-05 1.21659e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.10315499999999998 -0.078884999999999997 -0.018854999999999997 -0.19424999999999998 -0.072359999999999994 -0.017214999999999998 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 -6 -7 -8 -9 -2
right_child=1 -3 -4 4 5 6 7 8 -10 -11
leaf_value=-0.0006296276607901161 0.00048487173328653701 -0.00042286342906523911 0.00049575773443052344 -0.00066971915653478344 0.00040931682515370839 -0.00039345732256014553 0.00045507314793147936 -0.00037999676150044979 0.0001549117832125182 0.00018689952484380061
leaf_weight=0.0010322990830299002 0.0010436642374239454 0.0010618737984156397 0.0013756968839557559 0.0010774062093678472 0.0012673598654319605 0.0012303537920342117 0.0013151294111915521 0.0014018849675912892 0.0012270615235816292 0.001063766003781797
leaf_count=627 180 480 508 849 432 206 117 161 161 189
internal_value=0 4.20086e-05 8.68751e-05 2.84436e-05 -5.73259e-05 4.50984e-05 -4.41086e-05 6.48706e-05 -0.000130328 0.000334465
internal_weight=0 0.0120642 0.0110023 0.00962663 0.0075192 0.00644179 0.00517443 0.00394408 0.00262895 0.00210743
internal_count=3910 3283 2803 2295 1926 1077 645 439 322 369
is_linear=0
shrinkage=0.00196078


Tree=5999
num_leaves=10
num_cat=0
split_feature=48 48 51 0 3 42 3 12 43
split_gain=4.48067e-05 8.5365e-05 6.49128e-05 8.13768e-05 4.6602e-05 7.86566e-05 6.99606e-05 7.21912e-05 4.05363e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -0.10315499999999998 -0.088669999999999985 0.10666500000000002 0.091555000000000011 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=0.00046313593064459789 -0.00038165343501480648 0.00057619960498613584 -0.00049039446595505157 0.00021875439387552504 0.00032634887908551295 0.00010310578898342628 0.00015589041728126502 -0.00078733893529370626 -0.00038617299692473081
leaf_weight=0.001420985414567393 0.0011049478635703986 0.00101057751481073 0.001020252591850501 0.001974205799642424 0.0011995306962103713 0.0010720744047153501 0.0013339065890060212 0.0011086040199015136 0.0016575688234305777
leaf_count=152 161 239 357 394 340 701 142 676 748
internal_value=0 3.12717e-05 -1.97791e-05 2.93816e-05 -4.44702e-05 -0.000126028 -0.000230943 -0.00036538 -0.000194007
internal_weight=0 0.0117977 0.0107871 0.00976688 0.00834589 0.00637168 0.00517215 0.00383825 0.00272964
internal_count=3910 3749 3510 3153 3001 2607 2267 2125 1449
is_linear=0
shrinkage=0.00196078


Tree=6000
num_leaves=10
num_cat=0
split_feature=159 51 484 49 42 2 133 0 4
split_gain=1.51782e-05 3.31845e-05 4.33881e-05 4.69258e-05 3.78405e-05 4.20902e-05 4.9534e-05 9.96549e-05 3.93209e-05
threshold=-1.0000000180025095e-35 0.090935000000000016 0.084225000000000008 -0.075429999999999983 -0.082904999999999993 0.086545000000000025 1.0000000180025095e-35 -0.092299999999999979 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 7 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.011403794321172799 0.013932027792754612 0.01818228039154975 0.017903745553115084 0.0097976664537950068 -0.034928930801133594 -0.013610295542178314 -0.02113098019519969 0.02550272843005115 -0.0072983976901881053
leaf_weight=0.0010785664804258488 0.0013335122598529788 0.0010208616457113755 0.0010961956857630109 0.0011791890954244259 0.0010466739205283848 0.0014507133962945585 0.00112307094479258 0.0011822976109371526 0.0010140228760874782
leaf_count=633 244 302 354 424 690 272 427 381 183
internal_value=0 0.00105634 -0.000798512 -0.00325981 -0.00653677 -0.00984812 -0.00354742 0.00395258 -0.0213326
internal_weight=0 0.0104465 0.00942568 0.00832948 0.00699597 0.00581678 0.00375608 0.00263301 0.0020607
internal_count=3910 3277 2975 2621 2377 1953 1080 653 873
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=9
num_cat=0
split_feature=14 15 43 4 1 3 3 12
split_gain=1.50545e-05 3.8993e-05 2.5577e-05 3.98525e-05 6.82373e-05 8.53697e-05 4.23582e-05 3.22106e-05
threshold=-1.0000000180025095e-35 -0.106555 0.12512500000000001 0.055260000000000011 0.095575000000000007 -0.083144999999999983 0.084925000000000014 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.011779932547484794 0.015199823615350839 -0.0029444317300562975 0.012860809383977719 -0.017383774548044975 0.019289764340556684 -0.029891835334183138 -0.0038892773279889607 0.021480434332112164
leaf_weight=0.0010068257164538774 0.0016368607642104583 0.0011139926013009976 0.001074174946450848 0.0016520522066085577 0.001424464028601218 0.0013893953006764615 0.0011409143627901658 0.0010477458192823044
leaf_count=196 505 737 235 374 479 946 117 321
internal_value=0 0.00102203 -0.00160239 -0.00360225 0.000120106 -0.00569963 -0.0181673 0.00889375
internal_weight=0 0.0104796 0.00884274 0.00776856 0.00611651 0.00469205 0.00253031 0.00216174
internal_count=3910 3714 3209 2974 2600 2121 1063 1058
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=8
num_cat=0
split_feature=42 157 0 43 2 51 16
split_gain=1.45706e-05 3.26866e-05 6.28255e-05 6.98982e-05 4.01727e-05 6.56204e-05 8.42751e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 -0.089949999999999988 0.086545000000000025 0.08955500000000001 -0.114825
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.013085254525985994 -0.0082942655790511095 -0.024172603059253558 0.021455728669409188 -0.0076761459698701439 0.0019116310920775017 -0.010710405246919357 0.037980695053323049
leaf_weight=0.0013314875971284492 0.0018210308313668837 0.0010504794937156508 0.0016206049012381981 0.0019503669621834872 0.001395378870390482 0.0010749676853242483 0.0012090803703130944
leaf_count=625 832 463 241 850 259 185 455
internal_value=0 0.00145967 0.00379273 -0.000492241 0.00392635 0.0100765 0.0186561
internal_weight=0 0.00963237 0.00830088 0.00668027 0.00562979 0.00367943 0.00260446
internal_count=3910 3078 2453 2212 1749 899 714
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=10
num_cat=0
split_feature=11 3 42 3 51 160 48 52 2
split_gain=7.79332e-05 7.04495e-05 4.90821e-05 8.20921e-05 5.50054e-05 6.60918e-05 8.21425e-05 5.40586e-05 9.05074e-05
threshold=0.081005000000000008 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.07174999999999998 -0.022899999999999997 0.09227500000000001 -0.0041199999999999995 0.106035
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -9
right_child=-2 2 3 4 5 6 -8 8 -10
leaf_value=0.00038338270497673171 -0.0005286226022836499 0.00032912255382040614 -0.00049396229797087998 -0.00035924160435595634 0.00054086297276992757 -0.00053592935007689183 0.00036827903538847796 0.0002376853105014233 -0.00047815541652503079
leaf_weight=0.0019155898356267827 0.0010116043258837594 0.0013227811830037435 0.0015056401610133588 0.0013261346782211291 0.0010068660916619059 0.0010557627794967927 0.0016181532608229967 0.0018940166335718216 0.0010586091775298325
leaf_count=290 233 372 1375 304 361 170 218 406 181
internal_value=0 3.68655e-05 -2.46646e-05 -7.41072e-05 5.31334e-06 7.81943e-05 -4.6e-06 -0.000155128 -1.89661e-05
internal_weight=0 0.0127036 0.010788 0.00946518 0.00795954 0.00663341 0.00562654 0.00400839 0.00295263
internal_count=3910 3677 3387 3015 1640 1336 975 757 587
is_linear=0
shrinkage=0.00196078


Tree=6004
num_leaves=10
num_cat=0
split_feature=133 133 15 52 52 4 3 0 151
split_gain=4.16463e-05 6.43963e-05 4.37927e-05 6.40074e-05 0.000107528 7.37948e-05 5.19844e-05 4.80963e-05 6.43063e-05
threshold=0.10599500000000002 0.085515000000000022 0.088345000000000021 1.0000000180025095e-35 0.11262000000000001 -0.049279999999999997 -0.074234999999999982 -0.13027499999999997 -0.0088999999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00049855027440280511 -0.00038556945291175258 0.00045536240933301503 -0.00036742800006853382 0.00064896085796149088 -0.00011546968291021261 0.00034904223497089082 -0.00031951106341036851 -0.00041310389881874931 0.00031978009374248733
leaf_weight=0.0013168561387455029 0.0010268785454021932 0.0012061217095170112 0.0012503992223620959 0.0014242376781278055 0.0014057489698180248 0.0013683122535942515 0.0010219916512858446 0.0012414049610166141 0.0014824458259465418
leaf_count=349 557 617 584 496 277 484 120 297 129
internal_value=0 2.62439e-05 -2.29949e-05 2.35096e-05 0.000269243 -8.4626e-05 2.19564e-05 -9.75242e-05 5.89031e-05
internal_weight=0 0.0117175 0.0105114 0.009261 0.00282999 0.00643101 0.00511415 0.00374584 0.00250444
internal_count=3910 3353 2736 2152 773 1379 1030 546 249
is_linear=0
shrinkage=0.00196078


Tree=6005
num_leaves=9
num_cat=0
split_feature=1 0 16 16 0 16 16 4
split_gain=1.68948e-05 5.47157e-05 2.99846e-05 2.87998e-05 3.47018e-05 3.79347e-05 6.669e-05 4.60769e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.082054999999999975 0.081265000000000018 -0.07883999999999998 -0.09601999999999998 -0.42360999999999993 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 -7
right_child=3 2 -4 -5 -6 7 -8 -9
leaf_value=-0.025147274286733263 -0.0050576649404438494 0.015661275865400458 -0.0055286425314837245 -0.010306739836904121 0.02267962463741733 -0.02093304505057722 0.026992609524885865 0.0064710363094854298
leaf_weight=0.0010331003135515388 0.0013152768315936531 0.0010012977942852538 0.0020049114926667731 0.0013785658714495896 0.0010048698089065965 0.00117025983169435 0.0012820596123518657 0.0012897621372679803
leaf_count=630 270 383 995 381 528 451 167 105
internal_value=0 -0.0052936 0.00152922 0.00273955 0.00570631 0.00233381 0.0107625 -0.00656539
internal_weight=0 0.00403931 0.00300621 0.00744079 0.00606223 0.00505736 0.00259734 0.00246002
internal_count=3910 2008 1378 1902 1521 993 437 556
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=10
num_cat=0
split_feature=133 133 50 4 13 42 52 0 49
split_gain=3.99821e-05 6.71852e-05 4.60058e-05 5.25191e-05 5.91526e-05 0.000104976 8.77201e-05 4.8193e-05 5.78165e-05
threshold=0.10599500000000002 0.083815000000000014 0.086465000000000014 0.28937500000000005 -0.028919999999999998 0.081685000000000021 0.086635000000000004 -0.10071499999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=0.00013314843164224629 -0.00037654042150630639 0.00042817173841841672 -0.00042715843814231786 0.00037213397677676252 -0.0001742855554826395 -0.00069403891205365928 0.00054289470953340418 -0.00035464026850243191 0.00038475846237649475
leaf_weight=0.0011138311618081763 0.00102335327572329 0.0014147202762193377 0.0010002716071650626 0.0013547121499635452 0.0015371535949448845 0.0012538456175349424 0.0011669797435098651 0.0014477957329418574 0.0013237446622740871
leaf_count=227 557 711 401 318 102 665 250 568 111
internal_value=0 2.77454e-05 -2.7802e-05 1.56272e-05 -4.5949e-05 -0.000304903 6.60227e-05 -6.31348e-05 8.43855e-05
internal_weight=0 0.0116131 0.0101983 0.00919806 0.00784335 0.00236768 0.00547567 0.00430869 0.0028609
internal_count=3910 3353 2642 2241 1923 892 1031 781 213
is_linear=0
shrinkage=0.00196078


Tree=6007
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 159 133 13 12
split_gain=4.43915e-05 8.50772e-05 6.31869e-05 7.72207e-05 4.28852e-05 6.71716e-05 9.01572e-05 7.47631e-05 5.37938e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11260500000000001 0.10113500000000002 0.081445000000000017 -1.0000000180025095e-35 -0.081284999999999982 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00037805048684397356 -0.00037712631062388125 0.0005784598474404876 -0.00048500026070886538 0.00045239249451793314 -0.0003663227846368823 -0.00045032541849668399 0.00067594921137864019 0.00031812815227516068 -0.00015189953676681767
leaf_weight=0.0012206757196258173 0.0011035220267945961 0.0010094565028502369 0.0010050298908013686 0.0014295194394767846 0.0013115847332865922 0.0010018693949200496 0.0010689594247533961 0.001912473837491788 0.0018337773907893785
leaf_count=704 161 239 357 433 313 374 482 204 643
internal_value=0 3.41303e-05 -1.68232e-05 3.12941e-05 -4.08036e-05 1.98614e-05 9.79056e-05 0.000218562 8.80512e-05
internal_weight=0 0.0117933 0.0107839 0.00977886 0.00834934 0.00703776 0.00603589 0.00481521 0.00374625
internal_count=3910 3749 3510 3153 2720 2407 2033 1329 847
is_linear=0
shrinkage=0.00196078


Tree=6008
num_leaves=10
num_cat=0
split_feature=11 3 42 3 51 1 0 48 16
split_gain=4.81163e-05 5.00048e-05 4.41158e-05 8.1875e-05 4.34535e-05 5.19931e-05 5.39362e-05 8.95245e-05 6.23636e-05
threshold=0.080320000000000016 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.07174999999999998 0.077800000000000022 -0.18901999999999997 0.090045000000000014 -0.063614999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -8
right_child=-2 2 3 4 5 6 8 -9 -10
leaf_value=0.00033196217630527869 -0.00042142085847799284 0.00032462129500605342 -0.00050900285888208301 -0.00032933366254238425 -0.00023050234183584741 0.00036325889309387998 0.00066146879066989459 -0.00044765516850093199 3.8586068870010131e-05
leaf_weight=0.0017399804692183668 0.0010071848038573873 0.0012001763136871664 0.0014109568143891235 0.0012362723817062786 0.0016039719264055036 0.0010218070869622668 0.0013431467613617167 0.0010731374489718337 0.001144635772531954
leaf_count=280 244 372 1375 303 447 99 406 69 315
internal_value=0 2.51031e-05 -2.81083e-05 -7.60301e-05 6.26922e-06 7.33319e-05 0.000179675 -5.21327e-05 0.000374879
internal_weight=0 0.0117741 0.0100341 0.00883393 0.00742297 0.0061867 0.00458273 0.00209494 0.00248778
internal_count=3910 3666 3386 3014 1639 1336 889 168 721
is_linear=0
shrinkage=0.00196078


Tree=6009
num_leaves=11
num_cat=0
split_feature=484 159 403 160 52 2 1 43 151 4
split_gain=8.54295e-05 5.33447e-05 5.31829e-05 8.97357e-05 5.97533e-05 4.96958e-05 9.96385e-05 8.07313e-05 6.05069e-05 0.000102054
threshold=-1.0000000180025095e-35 0.08764000000000001 0.087440000000000004 -0.079684999999999992 0.10433000000000002 0.087005000000000013 0.087800000000000017 -0.074254999999999988 -0.0088999999999999982 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -7 -10
right_child=1 -3 -4 4 -6 8 7 -9 9 -11
leaf_value=-0.00055056140292916137 -0.00047592912524067692 0.00042155159606693788 -0.00042189447315751775 0.00073978489556829493 0.00051796252061497448 -0.00048763121230582806 0.00038278321679515283 -0.00037215613807523387 -0.00043522834981398015 0.00031306232686334072
leaf_weight=0.0010040502981183775 0.0011248672774616325 0.0012898240981010544 0.0010398534868681893 0.0010109865250839366 0.0012045931587599682 0.0011043652990682905 0.001060353510870464 0.0011196579858760341 0.0010856865897031368 0.0019762550609632489
leaf_count=627 511 400 287 395 172 201 204 296 284 533
internal_value=0 4.48014e-05 -5.01043e-07 4.47346e-05 0.00011314 4.68591e-05 0.000230997 -4.95505e-06 -9.4173e-05 4.77375e-05
internal_weight=0 0.0120164 0.0107266 0.00968677 0.0085619 0.0073573 0.003191 0.00218001 0.00416631 0.00306194
internal_count=3910 3283 2883 2596 2085 1913 895 500 1018 817
is_linear=0
shrinkage=0.00196078


Tree=6010
num_leaves=10
num_cat=0
split_feature=48 48 403 13 13 52 52 1 4
split_gain=4.47468e-05 8.34432e-05 4.57841e-05 5.82267e-05 6.26619e-05 0.000117314 5.94271e-05 5.15181e-05 3.09809e-05
threshold=0.11930500000000001 0.092755000000000018 0.088015000000000024 -0.0041499999999999983 -0.083514999999999992 0.084240000000000023 0.071660000000000015 0.092550000000000007 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -5
right_child=-2 -3 -4 6 -6 -7 -8 -9 -10
leaf_value=0.00037702902718171535 -0.00038403883748275866 0.00051637360150667583 -0.00042128617463061383 2.162043235142191e-06 -0.00048517277216218849 -0.00047882382402281821 0.00051700282996205939 -0.00020926748908648484 0.00046517085517917833
leaf_weight=0.001500093794648836 0.0010745093800097897 0.0012331551126352558 0.0010031887427678588 0.0011003703953929641 0.0014483994284230834 0.0010445178446536318 0.0013057496529584921 0.0018153714895174098 0.0011223142225002898
leaf_count=638 161 287 322 252 1225 279 287 348 111
internal_value=0 3.42585e-05 -2.32388e-05 1.95291e-05 -0.0001596 2.57166e-05 0.000153379 3.57966e-05 0.000235952
internal_weight=0 0.0115732 0.01034 0.00933682 0.00399301 0.00254461 0.00534381 0.00403806 0.00222268
internal_count=3910 3749 3462 3140 2142 917 998 711 363
is_linear=0
shrinkage=0.00196078


Tree=6011
num_leaves=9
num_cat=0
split_feature=11 48 2 159 2 2 2 1
split_gain=1.57274e-05 3.20359e-05 3.36518e-05 4.56014e-05 6.70255e-05 3.50375e-05 3.82266e-05 4.53954e-05
threshold=0.078340000000000007 0.096835000000000018 0.11260500000000001 0.082325000000000023 0.096750000000000017 0.089710000000000012 0.085255000000000011 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.020948329576803842 -0.012027320846485695 0.014720369947588342 0.012885280148461478 -0.023470600925746783 -0.020528118258023555 0.019089153667689665 -0.016075676306975064 -0.004431815661187089
leaf_weight=0.0011805495371560734 0.0010070109053151215 0.0014752134518887768 0.0014347838110722851 0.0010215650658068282 0.0013638305996551423 0.0012342172038833938 0.0010986797754704543 0.0017485022680988832
leaf_count=666 263 341 471 408 335 393 580 453
internal_value=0 0.00105228 -0.00116783 -0.00380446 -0.000772322 0.00434813 -0.000168958 0.00579761
internal_weight=0 0.0105573 0.00908213 0.00764734 0.00662578 0.00526195 0.00402773 0.00292905
internal_count=3910 3647 3306 2835 2427 2092 1699 1119
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=10
num_cat=0
split_feature=133 133 50 160 3 3 2 47 1
split_gain=3.98149e-05 6.82187e-05 4.82742e-05 5.126e-05 5.33546e-05 0.000114924 9.54897e-05 4.75494e-05 2.89083e-05
threshold=0.10599500000000002 0.083815000000000014 0.086465000000000014 0.086110000000000006 -0.10628499999999998 -0.075954999999999981 0.10705000000000002 0.09550500000000002 0.087075000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.00035513056698811482 -0.00038499851158317611 0.00042409036421629451 -0.00044023692202412973 -0.00033853146811718048 -0.0005865990470253253 0.00037023274158124624 -0.00027833699985576173 0.00065031841912017042 -9.661098028295599e-05
leaf_weight=0.0019041833823275076 0.001024485251749978 0.0013998275733120178 0.0010290745186432313 0.0013919380249933369 0.001122533455049886 0.0010239579520389432 0.001592208497650043 0.0010559311058442669 0.001015928724970052
leaf_count=337 557 711 401 232 826 189 358 71 228
internal_value=0 1.83461e-05 -3.76904e-05 7.79819e-06 7.0285e-05 -2.3062e-05 0.000111875 0.000312565 0.00013773
internal_weight=0 0.0115356 0.0101358 0.00910668 0.00771474 0.00581056 0.00468803 0.00309582 0.00203989
internal_count=3910 3353 2642 2241 2009 1672 846 488 417
is_linear=0
shrinkage=0.00196078


Tree=6013
num_leaves=9
num_cat=0
split_feature=14 49 2 52 3 15 3 52
split_gain=1.49256e-05 3.40065e-05 4.56918e-05 4.33575e-05 5.1198e-05 9.59593e-05 7.26375e-05 3.01422e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 0.090300000000000005 -0.089974999999999986 0.083935000000000023 0.090325000000000003 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.011665499153214852 -0.017441783022604025 0.01820243969626251 0.013365943230078118 -0.018319985494931919 -0.025198102518444301 0.029226667612255453 0.015892407206289951 -0.0018172631689605614
leaf_weight=0.0010159713108977434 0.0013395349139248862 0.0010389933421223263 0.0018255967568340135 0.0017012119994941777 0.0012027469587195792 0.0011905717452127726 0.0012200128470344668 0.0010181382508952295
leaf_count=196 500 565 456 642 520 592 120 319
internal_value=0 0.00102604 -0.000852935 -0.0042363 -0.000223691 0.0047562 -0.00371072 -0.0144794
internal_weight=0 0.0105368 0.00949781 0.00767222 0.005971 0.00463147 0.0034409 0.00222089
internal_count=3910 3714 3149 2693 2051 1551 959 839
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=9
num_cat=0
split_feature=43 42 12 42 3 52 0 2
split_gain=1.73878e-05 5.08202e-05 4.94621e-05 4.35315e-05 4.02975e-05 5.14394e-05 5.68428e-05 6.22012e-05
threshold=-0.062599999999999989 0.08221500000000001 0.051320000000000005 0.085195000000000007 -0.089604999999999976 0.11262000000000001 -0.10071499999999999 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.023005942351784131 0.017816661875304503 -0.02328209392839414 -0.017691821792064945 0.0078928450253549706 0.010908421517694653 0.017190621036248434 -0.027750198297242585 -0.016673959937069948
leaf_weight=0.0011270324933268612 0.0011037339685910277 0.0010522448248848652 0.0010683763785310899 0.0017615526206114754 0.0018418951121795938 0.0010105415549751251 0.0010803713186432235 0.0014701801511526353
leaf_count=363 317 766 677 722 144 154 538 229
internal_value=0 -0.00289244 0.00528956 -0.00176607 0.000404907 -0.003152 -0.0078321 -0.00133498
internal_weight=0 0.00755897 0.00395696 0.00282993 0.00650672 0.00540299 0.00439245 0.00331208
internal_count=3910 2148 1762 1399 1382 1065 911 373
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=11
num_cat=0
split_feature=48 48 3 42 49 3 15 16 12 47
split_gain=5.05431e-05 9.28158e-05 4.71475e-05 5.61255e-05 6.55833e-05 6.45844e-05 0.000103374 0.000134763 4.88799e-05 4.71349e-05
threshold=0.11930500000000001 0.095825000000000007 -0.10628499999999998 0.092395000000000019 -0.07107999999999999 -0.060719999999999989 -0.017214999999999998 0.20277000000000003 0.092150000000000024 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -6 9 -8 -1 -7
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=-5.4944296713754946e-05 -0.00041271588255030315 0.00059715749891593663 -0.00047560510593525431 -0.00047964096278381587 -0.00027722472950744589 0.00012409508109147599 0.00093727198835907757 -3.4747124371476914e-05 0.00053187765337475376 -0.00043628133078679819
leaf_weight=0.0011172457385045769 0.0010935133707832704 0.0010071664995236927 0.0010661600199673238 0.0012246349522500337 0.0016874636571670961 0.0013644533389032096 0.0011596692221936132 0.0010403150055974808 0.0010668358295666226 0.001000058966400888
leaf_count=223 161 239 252 657 1558 287 147 81 223 82
internal_value=0 2.80387e-05 -2.53971e-05 -9.11264e-05 -2.61113e-05 5.05419e-05 0.000171715 0.00047763 0.000231695 -0.000112913
internal_weight=0 0.011734 0.0107268 0.00854276 0.00731812 0.00625196 0.0045645 0.00219998 0.00218408 0.00236451
internal_count=3910 3749 3510 3064 2407 2155 597 228 446 369
is_linear=0
shrinkage=0.00196078


Tree=6016
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 151 1 52 0 15
split_gain=0.000123219 8.43602e-05 9.15347e-05 0.000108211 0.000112136 7.52332e-05 0.000126192 7.10078e-05 4.35474e-05 2.86029e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.0088999999999999982 0.10113500000000002 -0.096614999999999993 -0.083934999999999996 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 8 -6 9 -7
right_child=1 -3 3 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00065948551148049036 -0.00043714623775276921 -0.00048844668475512328 0.00068043476265354779 0.00082861634645042988 0.00020302309280337995 -0.00022246874136316286 0.00045993671941328321 -0.00047888594845417492 -0.00049226218909579266 0.00022524052411309277
leaf_weight=0.0010220412822221853 0.0014844973931568278 0.0010287837940684318 0.0010181774127932365 0.0011630487527218829 0.0013345119870283478 0.0011695294034303845 0.0019379203915684583 0.001048277240621622 0.0010856273932129744 0.0010333936894900242
leaf_count=627 238 480 341 117 401 194 338 238 474 462
internal_value=0 4.90495e-05 9.80932e-05 0.000312325 0.000135766 -4.76022e-05 6.30417e-05 -9.6974e-05 -0.000170846 -1.24478e-05
internal_weight=0 0.0123038 0.011275 0.00456402 0.00340097 0.00671097 0.00522647 0.00238279 0.00328855 0.00220292
internal_count=3910 3283 2803 1097 980 1706 1468 639 1130 656
is_linear=0
shrinkage=0.00196078


Tree=6017
num_leaves=9
num_cat=0
split_feature=52 0 16 12 0 0 15 12
split_gain=1.60023e-05 4.56356e-05 5.5339e-05 3.86056e-05 4.31954e-05 9.30105e-05 5.65489e-05 7.57232e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.25185000000000007 0.10129000000000001 -0.10209999999999998 -0.15291499999999997 -0.031229999999999997 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -6 -8
right_child=3 2 -4 -5 6 -7 7 -9
leaf_value=-0.0091946803756734734 0.0050797003026350311 0.026937069245448714 -0.0035717048008623849 -0.019784537718501125 0.027073214456009104 -0.03310747575058514 -0.019337384871167852 0.013585361592191021
leaf_weight=0.0013925080435434195 0.0016718294628105415 0.0013537359256658213 0.0010601393760517742 0.0011293260732398403 0.0010289779509752247 0.0010312490127591296 0.0012052693985199923 0.0016619118828569484
leaf_count=128 242 633 429 364 511 252 525 826
internal_value=0 0.00522163 0.0135381 -0.00269962 0.000224116 -0.00948905 0.00696292 -0.000254286
internal_weight=0 0.00380638 0.00241388 0.00772856 0.00659924 0.00270308 0.00389616 0.00286718
internal_count=3910 1190 1062 2720 2356 494 1862 1351
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=11
num_cat=0
split_feature=484 159 403 160 15 42 3 0 1 47
split_gain=9.84359e-05 5.09433e-05 4.33534e-05 8.1896e-05 6.07054e-05 7.54185e-05 0.000165534 0.000110817 8.85826e-05 7.35672e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.087440000000000004 -0.079684999999999992 -0.095799999999999982 -1.0000000180025095e-35 -0.100615 -0.052874999999999998 0.092860000000000012 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 -6 -7 8 -8 -5
right_child=1 -3 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.00059834959628960393 -0.00046088114503682631 0.00040777094347456552 -0.00038351156033880157 -0.00043901387857712097 -0.00025632849201821388 0.0010255249896458012 5.1545763178339991e-05 -0.00038229527322703469 0.00077530320953317551 0.00022944498840955058
leaf_weight=0.001004576526027698 0.0011206313400088331 0.0012960519938763739 0.0010435771530598022 0.0014545043431019591 0.0010777832477031762 0.0010048660565571141 0.0015862212996930968 0.0011357841813790875 0.0011017498535212467 0.0011207083080913098
leaf_count=627 511 400 287 301 573 182 516 185 214 114
internal_value=0 4.0729e-05 -3.95568e-06 3.72946e-05 0.000103116 0.00021265 0.000317329 0.000131219 0.000348201 -0.000148107
internal_weight=0 0.0119419 0.0106458 0.00960225 0.00848162 0.0059064 0.00482862 0.00382376 0.00268797 0.00257521
internal_count=3910 3283 2883 2596 2085 1670 1097 915 730 415
is_linear=0
shrinkage=0.00196078


Tree=6019
num_leaves=9
num_cat=0
split_feature=403 0 16 0 1 16 0 2
split_gain=1.56375e-05 3.39452e-05 3.38029e-05 5.30621e-05 3.81347e-05 4.64557e-05 8.10736e-05 3.0655e-05
threshold=0.087440000000000004 0.14676000000000003 0.24895000000000003 -0.061129999999999997 1.0000000180025095e-35 -0.055679999999999993 -0.15713499999999997 0.10705000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.015727201269082652 -0.012031957913551879 0.017985250811323083 -0.015606625979107639 0.022147430022066955 0.0062772673446306118 -0.013183454190997071 0.022259316125282827 -0.017805470265187771
leaf_weight=0.0015036165822452704 0.0010003594457967018 0.0010640755863860684 0.0013340011957986659 0.0010855778622921326 0.0010432564811427567 0.0014443874255297634 0.0019730870033029379 0.0010713334570530864
leaf_count=1439 349 76 478 344 105 466 535 118
internal_value=0 0.0010518 -0.000853855 0.00156944 -0.00160566 0.00223258 0.00767986 -0.00592398
internal_weight=0 0.0105193 0.00945526 0.00812126 0.00703568 0.00553206 0.00408768 0.00211459
internal_count=3910 3561 3485 3007 2663 1224 758 223
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=10
num_cat=0
split_feature=484 159 15 42 151 2 1 2 43
split_gain=6.24346e-05 7.02293e-05 4.34418e-05 0.000137561 6.8026e-05 7.58186e-05 0.000106263 6.98707e-05 6.20483e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 1.0000000180025095e-35 0.08401500000000002 -0.044604999999999992 0.086545000000000025 0.077800000000000022 0.11339500000000001 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 -7 -8 -6
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00058630075981917177 -0.00041717723545863715 0.00034824587936482516 -0.00067775915218931605 0.00017795511641740123 0.00012302947979124932 -0.00014779128095577772 0.00084719970709515096 0.00013267644061622347 -0.00052157862743421306
leaf_weight=0.0010157204137820975 0.0015895748688262261 0.0013116965912260857 0.0017911021877950917 0.0012103341125249954 0.001014467215828618 0.0017786428899120082 0.0010923185918237383 0.0010151664104820172 0.001322617638176683
leaf_count=627 376 400 699 595 182 491 174 166 200
internal_value=0 -8.02165e-05 -0.000132186 -0.000332691 -5.51585e-05 3.73108e-05 0.000205148 0.000503017 -0.000241771
internal_weight=0 0.0121259 0.0108142 0.00300144 0.00781279 0.00622321 0.00388613 0.00210749 0.00233708
internal_count=3910 3283 2883 1294 1589 1213 831 340 382
is_linear=0
shrinkage=0.00196078


Tree=6021
num_leaves=10
num_cat=0
split_feature=48 16 15 0 1 0 43 16 3
split_gain=4.3504e-05 7.00843e-05 7.36485e-05 6.70659e-05 0.00012726 7.09323e-05 5.24888e-05 5.76422e-05 6.00989e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 -0.10575999999999998 0.091845000000000024 -0.084304999999999977 -0.083899999999999988 -0.082504999999999981 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8 -9
right_child=-2 2 3 5 -6 6 7 8 -10
leaf_value=0.00043214877357493581 -0.00038415970125470813 -0.00049049585668723143 -3.76388538291577e-05 -0.00051644714008187217 0.00082980581033376805 0.00027608047203531399 0.00025275379323497639 -0.00065795560960833896 -1.4123222344559087e-05
leaf_weight=0.0014389164151819766 0.0010816780246160314 0.0011812597757984876 0.001758312670341741 0.0011751892634917615 0.001031797720449543 0.0019030425828727559 0.0010207077956962897 0.0010291234911569262 0.0012161197551976491
leaf_count=298 161 388 189 912 161 478 228 927 168
internal_value=0 2.67641e-05 -2.9783e-05 2.97971e-05 0.000283147 -8.16237e-05 1.7235e-05 -0.000133592 -0.000309228
internal_weight=0 0.0117545 0.0103156 0.00913429 0.00279011 0.00634418 0.00516899 0.00326595 0.00224524
internal_count=3910 3749 3451 3063 350 2713 1801 1323 1095
is_linear=0
shrinkage=0.00196078


Tree=6022
num_leaves=11
num_cat=0
split_feature=484 159 403 160 15 47 42 3 0 1
split_gain=9.19336e-05 4.80435e-05 5.40104e-05 6.85325e-05 4.89768e-05 9.14233e-05 8.76157e-05 0.000113975 0.000121468 7.15314e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.087440000000000004 -0.079684999999999992 -0.095799999999999982 0.09550500000000002 -1.0000000180025095e-35 -0.097604999999999983 -0.052874999999999998 0.092860000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -8 9 -9
right_child=1 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=-0.00058389137917792648 -0.00041368845587333415 0.00039341766009015925 -0.00043175027329067579 -0.00044731340246927602 -0.00030541643879518419 0.00029320927797735349 0.0008973055019878425 0.000116839933497405 -0.00038495358053262414 0.00076993362627497111
leaf_weight=0.0010003737002114406 0.0011401530753297846 0.0012827619805250911 0.0010442953027924055 0.0014745071078821688 0.0010867663521965717 0.0011338704006936908 0.0010076450457725118 0.001581081419607716 0.0011250328579510216 0.0010887801336500772
leaf_count=627 511 400 287 301 573 114 189 512 182 214
internal_value=0 3.48685e-05 -8.18777e-06 3.77068e-05 9.82715e-05 -0.000125406 0.000197338 0.000311107 0.000155455 0.000383174
internal_weight=0 0.0119649 0.0106821 0.00963784 0.00849768 0.00260838 0.00588931 0.00480254 0.00379489 0.00266986
internal_count=3910 3283 2883 2596 2085 415 1670 1097 908 726
is_linear=0
shrinkage=0.00196078


Tree=6023
num_leaves=9
num_cat=0
split_feature=4 12 3 2 47 42 0 16
split_gain=1.67456e-05 3.155e-05 3.68681e-05 5.19204e-05 5.4571e-05 5.82353e-05 9.09602e-05 2.68721e-05
threshold=0.27020000000000005 -0.036459999999999992 0.13772500000000001 0.095195000000000016 0.09550500000000002 0.085195000000000007 -0.11287999999999999 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -5
right_child=-2 2 -4 7 -6 -7 -8 -9
leaf_value=-0.017940187862111736 0.0090345991099258591 0.0091809425830737326 0.017637297222210409 -0.027021598405271088 0.023956817052006234 0.015538825963440195 -0.02451434439153731 -0.0045961725229048895
leaf_weight=0.0010744927133549782 0.0016805699979027923 0.0014783349630563079 0.0010669394675906357 0.0010348653620711264 0.0010067065339330406 0.0013682735667842815 0.0017489533732947772 0.0011047884661274034
leaf_count=294 472 158 100 321 224 881 1019 441
internal_value=0 -0.00176289 0.000210393 -0.00219126 0.00286971 -0.00174964 -0.00907943 -0.0154425
internal_weight=0 0.00988335 0.00880886 0.00774192 0.00560227 0.00459556 0.00322729 0.00213965
internal_count=3910 3438 3144 3044 2282 2058 1177 762
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=9
num_cat=0
split_feature=50 4 2 52 13 13 16 4
split_gain=1.66536e-05 3.58267e-05 4.00815e-05 3.07465e-05 5.33524e-05 6.83542e-05 6.64357e-05 3.69629e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 -0.088354999999999989 -0.014114999999999997 -0.10241499999999999 -0.010344999999999998 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=-0.010125062000376493 -0.012209127861421193 0.016765579076725594 -0.018609134928453921 0.0087136660985314314 -0.011311211534632251 -0.027204356378139366 0.032594917830089852 0.011810599173316234
leaf_weight=0.0018118594891488758 0.0010457955941245945 0.0012706435098642265 0.0011502869474249678 0.0011254417797213656 0.0010622927867201329 0.0010011591887210346 0.0010813307275288776 0.0019801779965188367
leaf_count=604 689 396 331 113 406 1016 183 172
internal_value=0 0.0010245 -0.00114659 0.00134488 0.00466978 -0.00819579 0.0113044 0.00373751
internal_weight=0 0.0104832 0.00921255 0.00806226 0.0062504 0.0021266 0.0041238 0.00304247
internal_count=3910 3221 2825 2494 1890 1129 761 578
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=10
num_cat=0
split_feature=48 4 42 133 15 15 52 4 4
split_gain=4.00252e-05 6.52207e-05 6.48523e-05 3.85886e-05 6.29517e-05 5.15564e-05 6.13645e-05 8.80209e-05 4.83472e-05
threshold=0.11930500000000001 0.28937500000000005 0.092145000000000019 0.065880000000000008 0.079360000000000014 -0.10312999999999999 1.0000000180025095e-35 0.0057500000000000008 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -5
right_child=-2 -3 -4 8 -6 6 -8 -9 -10
leaf_value=-0.00032053931038530042 -0.00037257739801060551 0.00043712116995141411 -0.00039342802148732275 0.0005611895549892564 -0.00043887390262069997 -0.00025461084479146682 0.00053879074341220087 0.00043310546188468792 -3.0528573709862735e-05
leaf_weight=0.0011072108675765236 0.0010691979021783286 0.001303124381980064 0.0015836214043198045 0.0010704935550535006 0.0012164419189839822 0.0018710051338561126 0.0011596345297360529 0.0011586177860472184 0.0010531891539511686
leaf_count=199 161 388 655 187 778 527 198 127 690
internal_value=0 2.40066e-05 -2.86674e-05 3.82158e-05 -3.66262e-05 5.57581e-05 0.000155213 8.3923e-06 0.000267741
internal_weight=0 0.0115233 0.0102202 0.00863659 0.00651291 0.00529647 0.00418926 0.00302962 0.00212368
internal_count=3910 3749 3361 2706 1829 1051 852 654 877
is_linear=0
shrinkage=0.00196078


Tree=6026
num_leaves=9
num_cat=0
split_feature=52 52 12 0 0 48 3 42
split_gain=1.81628e-05 3.94874e-05 2.89864e-05 3.90919e-05 4.64361e-05 7.72479e-05 3.73357e-05 6.64559e-05
threshold=-0.081429999999999989 -0.24456499999999998 0.10129000000000001 -0.10209999999999998 -0.15291499999999997 0.087945000000000009 -0.062694999999999987 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -5
right_child=2 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.0075064293810429526 0.019791000898807896 0.017093730125867901 -0.016968632221851604 -0.016690540540148385 -0.023390493836504964 -0.016156447700909529 0.018913684290013263 0.016202057710002091
leaf_weight=0.0011053205129040475 0.0011126573960277776 0.0015927542635233167 0.0011770216814983338 0.0012822448638899709 0.0012331306882831686 0.0012918682874723303 0.0015413108718971458 0.0011790368706989167
leaf_count=449 177 522 386 887 300 96 304 789
internal_value=0 0.00701578 -0.0023606 -0.000110154 -0.0076134 0.000477683 0.00670898 -0.000933878
internal_weight=0 0.00269807 0.00881727 0.00764025 0.00363766 0.00240453 0.00400259 0.00246128
internal_count=3910 971 2939 2553 573 273 1980 1676
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=12
num_cat=0
split_feature=484 3 151 150 4 52 0 2 3 2 15
split_gain=9.42569e-05 5.83568e-05 6.64569e-05 9.94798e-05 6.38234e-05 6.89067e-05 0.000132659 0.000106492 0.00011592 6.69909e-05 6.12644e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.082965000000000025 0.27020000000000005 -0.068164999999999989 -0.10209999999999998 0.106035 -0.060719999999999989 0.086545000000000025 0.088190000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 -7 8 10 -4 -8
right_child=1 2 4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00058197619195816117 0.00048283051736705361 -0.00072891337140753621 -8.0547039949825891e-05 0.00010035158818679486 0.00052224212144471845 -0.00060469927405532259 -0.00037789217116923916 -0.00048654368620562269 0.00072784654901365559 0.00056342216241568501 0.00029660172978643567
leaf_weight=0.0010262993795645227 0.001031574159784404 0.0010969529289418011 0.0011053712000971213 0.00112816564606333 0.0010572994736467575 0.001519027841043981 0.0010299037088548294 0.0010102418256633565 0.0011961870414671201 0.0014175674076316476 0.0010411161255899715
leaf_count=627 225 208 165 290 313 197 712 156 101 348 568
internal_value=0 3.59118e-05 -3.82582e-06 -0.000308465 6.84658e-05 1.07961e-05 -0.000106933 6.98356e-05 0.000241872 0.000281281 -3.88194e-05
internal_weight=0 0.0126334 0.0116018 0.00222512 0.00937671 0.00831942 0.00579648 0.00427745 0.00326721 0.00252294 0.00207102
internal_count=3910 3283 3058 498 2560 2247 1734 1537 1381 513 1280
is_linear=0
shrinkage=0.00196078


Tree=6028
num_leaves=11
num_cat=0
split_feature=484 159 2 403 160 1 13 12 0 16
split_gain=9.60231e-05 6.43153e-05 4.82966e-05 4.13346e-05 5.5e-05 5.26989e-05 7.85246e-05 7.56985e-05 7.01967e-05 2.67815e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 0.12663500000000003 0.087440000000000004 -0.079684999999999992 0.090820000000000012 -0.057284999999999996 0.086935000000000012 -0.060094999999999989 -0.091624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 -9 -8
right_child=1 -3 -4 -5 5 6 9 8 -10 -11
leaf_value=-0.00058393874809614622 -0.00034814860321184359 0.00044524969106738836 -0.0004153379856273407 -0.00034289629476419139 0.00055996866595259579 0.00037836146497632005 -0.00047514587867552048 -0.0003234594508642999 0.0003921954075058706 -6.1536805132694024e-05
leaf_weight=0.0010347434675143817 0.0010432524379374499 0.0013296323835974922 0.0010312291667513235 0.001019062971993335 0.001976116346077735 0.0011657457702831399 0.0010572111350184497 0.0010795755481397677 0.0010294161068958286 0.0013975115298614973
leaf_count=627 491 400 231 270 414 252 134 701 77 313
internal_value=0 3.83314e-05 -1.17701e-05 3.08359e-05 7.43682e-05 0.000131573 -4.06728e-05 0.000284227 2.58575e-05 -0.000239672
internal_weight=0 0.0121288 0.0107991 0.00976789 0.00874883 0.00770558 0.00362047 0.00408511 0.00210899 0.00245472
internal_count=3910 3283 2883 2652 2382 1891 699 1192 778 447
is_linear=0
shrinkage=0.00196078


Tree=6029
num_leaves=10
num_cat=0
split_feature=484 159 160 403 52 52 3 4 0
split_gain=0.000114656 5.47439e-05 6.63212e-05 7.78869e-05 6.87863e-05 6.13926e-05 7.44865e-05 8.76415e-05 5.24887e-05
threshold=-1.0000000180025095e-35 0.08764000000000001 -0.080184999999999992 0.087440000000000004 0.10433000000000002 -0.081429999999999989 0.11265500000000002 -0.038174999999999994 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.00064811505484903688 -0.00044507224477984854 0.00042215051599120407 0.00033204894718355494 -0.00046822621246915091 0.00054050866260930616 0.00044125812276456694 -0.00051939370736842603 0.00019924043513364111 -0.00036034368913734414
leaf_weight=0.0010083912006769299 0.0011756496896021618 0.0012883201530118826 0.0019828461527348663 0.0010036533573012365 0.0012187644437869653 0.0014354104563498163 0.0011283234973624816 0.001016686700372269 0.0017602429645254139
leaf_count=627 529 400 587 267 172 739 115 74 400
internal_value=0 4.02542e-05 -5.635e-06 4.84849e-05 0.000109195 3.74161e-05 -7.19733e-05 4.78734e-05 -0.000155469
internal_weight=0 0.0120099 0.0107216 0.00954593 0.00854227 0.00732351 0.00534066 0.00421234 0.00277693
internal_count=3910 3283 2883 2354 2087 1915 1328 1213 474
is_linear=0
shrinkage=0.00196078


Tree=6030
num_leaves=11
num_cat=0
split_feature=48 48 51 2 4 0 16 133 13 4
split_gain=3.84705e-05 9.80133e-05 4.76408e-05 5.62186e-05 3.80246e-05 6.196e-05 0.000110902 4.73144e-05 8.90535e-05 7.0801e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 -0.004514999999999999 -0.0056849999999999991 -0.077799999999999994 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 -10
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.00034428307214870484 -0.0003574854183890047 0.00060166011613623231 -0.00042313338852641266 0.00037142531611414722 -0.00031097982495263828 0.00038623316411389374 -0.00067115526683860069 0.00064033465322657342 0.00028711588227307264 -0.00038301978523524658
leaf_weight=0.0013978162022672677 0.0011086785104539804 0.0010324875308997577 0.0010713076404528779 0.0014311345942695395 0.0010721729255276109 0.0013549640199924246 0.001004176824737699 0.0010400759541617402 0.0012211483063892716 0.0012035441461373387
leaf_count=185 161 239 364 433 692 209 522 517 438 150
internal_value=0 2.44988e-05 -3.0697e-05 1.25337e-05 -4.9394e-05 1.03792e-05 -8.1528e-05 4.89763e-05 0.000160365 -4.55192e-05
internal_weight=0 0.0118288 0.0107963 0.00972503 0.0082939 0.00689608 0.00554112 0.00453694 0.00346477 0.00242469
internal_count=3910 3749 3510 3146 2713 2528 2319 1797 1105 588
is_linear=0
shrinkage=0.00196078


Tree=6031
num_leaves=9
num_cat=0
split_feature=159 133 151 4 15 0 4 0
split_gain=1.80672e-05 2.65506e-05 3.56065e-05 9.46035e-05 5.81261e-05 7.17344e-05 5.25953e-05 4.91271e-05
threshold=-1.0000000180025095e-35 -0.090054999999999982 -0.0088999999999999982 0.25367000000000006 -0.075094999999999981 -0.053834999999999994 -0.080874999999999989 0.14676000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7
right_child=1 2 3 -5 5 7 -8 -9
leaf_value=-0.012503740571894321 -0.014297641748396941 -0.0091755013644364263 -0.018028737696424112 0.031782466396556665 0.034315567880864151 -0.020990351360118276 0.0059121566677773968 0.0084446607978521087
leaf_weight=0.0010779397223292025 0.0010133268857752007 0.0019869267493985007 0.0012785157898918481 0.0011870741681944607 0.0010476053939231262 0.0012195444309062529 0.0017261235626922914 0.0010597146064853236
leaf_count=633 490 591 392 332 498 314 615 45
internal_value=0 0.0010898 0.00273017 0.00587647 0.00101943 0.00583903 0.0166398 -0.00730489
internal_weight=0 0.0105188 0.0095055 0.00751858 0.0063315 0.00505299 0.00277373 0.00227926
internal_count=3910 3277 2787 2196 1864 1472 1113 359
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=10
num_cat=0
split_feature=484 52 52 160 151 133 4 2 2
split_gain=0.000103692 5.61346e-05 7.13873e-05 6.4558e-05 6.31215e-05 0.000119012 0.000128027 9.37296e-05 5.95365e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.079234999999999986 -0.0088999999999999982 -1.0000000180025095e-35 0.25367000000000006 0.10571000000000001 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00060501010620065473 -0.00013225537125275932 -0.00043341323394749929 0.0005113312087641111 -0.00037703537628368624 -0.00044490527536142745 8.0894704095817825e-05 0.00085732617898539242 -0.00032345493034541088 0.00065280917029030341
leaf_weight=0.0010254815954872541 0.0010277619104445729 0.0013107536802429648 0.0018650963645841898 0.0012049441028578042 0.0012164979800970907 0.0019708727285425581 0.0010266425255650927 0.0014354486693800364 0.0010851068127978444
leaf_count=627 379 595 430 208 728 443 224 115 161
internal_value=0 4.42876e-05 0.000282681 -3.02657e-05 3.6291e-05 0.000110243 0.000232629 8.98373e-05 0.000283968
internal_weight=0 0.0121431 0.00289286 0.00925027 0.00793951 0.00673457 0.00551807 0.00449143 0.00305598
internal_count=3910 3283 809 2474 1879 1671 943 719 604
is_linear=0
shrinkage=0.00196078


Tree=6033
num_leaves=9
num_cat=0
split_feature=52 0 52 12 160 133 42 4
split_gain=1.69258e-05 4.38906e-05 5.19643e-05 3.73835e-05 3.67683e-05 5.40551e-05 6.31495e-05 0.000112358
threshold=-0.048794999999999991 -0.14733499999999997 -0.24456499999999998 0.10129000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088115000000000013 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -7
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.0087323736480653894 -0.015439308991021276 -0.0039547414590046688 0.025761604680296025 -0.019622193804521956 -0.01653063211186578 0.024636205619220666 0.028883033223707562 -0.01387322216512105
leaf_weight=0.0014134213212116317 0.0012469906824015961 0.0010053581379233965 0.0014190626770214435 0.0011340496701843046 0.001066445303671699 0.0012542421267656106 0.001132888823377691 0.001913622155885569
leaf_count=128 811 427 635 364 658 207 350 330
internal_value=0 0.0052735 0.0134388 -0.00284727 2.89133e-05 0.00362273 0.0086201 0.00137369
internal_weight=0 0.00383784 0.00242442 0.00774824 0.00661419 0.0053672 0.00430075 0.00316786
internal_count=3910 1190 1062 2720 2356 1545 887 537
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 151 1 51 0 0
split_gain=9.01064e-05 5.47986e-05 8.98149e-05 0.000148502 0.000112907 9.30789e-05 8.96071e-05 8.84844e-05 4.86544e-05 7.81442e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.066709999999999978 -0.10209999999999998 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 8 -5 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00056288296834755807 -0.00052373113871879539 -0.00039189505126135992 -0.00048113320253202394 0.00057498053735233396 0.00097347415441821226 -0.00044452913959522268 0.00041322484085528038 -0.00012803499720081548 0.00043213724331646585 -0.00033231493121435926
leaf_weight=0.0010437836498264465 0.001280291918888809 0.0010463004296540615 0.0010077136468500747 0.0013874599106407698 0.0010831908617058537 0.0011865952228327743 0.0018414936693912556 0.0013660248997185243 0.0010395193198224771 0.0010171617300181019
leaf_count=627 218 480 341 400 91 176 286 404 447 440
internal_value=0 3.72544e-05 7.73116e-05 0.000132474 0.000437181 -5.11946e-05 6.77851e-05 0.000226209 -0.000128351 5.40662e-05
internal_weight=0 0.0122558 0.0112095 0.0102017 0.00383668 0.00636506 0.00508477 0.00275348 0.00324328 0.00205668
internal_count=3910 3283 2803 2462 895 1567 1349 804 1063 887
is_linear=0
shrinkage=0.00196078


Tree=6035
num_leaves=10
num_cat=0
split_feature=484 52 52 151 16 2 15 0 43
split_gain=7.93095e-05 4.63282e-05 5.42488e-05 4.36662e-05 6.68261e-05 7.83517e-05 7.20724e-05 4.80276e-05 5.78506e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -6 -9
right_child=1 3 -4 4 6 -7 -8 8 -10
leaf_value=-0.000526924031705679 -0.00010580617980899897 -0.00031206949381833247 0.00044517190297566734 -2.498389328769671e-05 -0.00034619996400322918 0.00065146230253977828 -0.00054236147447028001 -0.0001951405021157651 0.00037885602642911417
leaf_weight=0.0010595110403644808 0.0010778687398883572 0.0017787637443345107 0.0018947834548993132 0.0014606303837485339 0.0010025886892412236 0.0011985127084033946 0.0011225670333687154 0.0011122922927322026 0.0017173784361625504
leaf_count=627 379 338 430 232 105 217 878 486 218
internal_value=0 3.20497e-05 0.00024539 -3.54691e-05 2.91499e-05 0.0002799 -0.000105422 2.25689e-05 0.000153228
internal_weight=0 0.0123654 0.00297265 0.00939273 0.00761397 0.00265914 0.00495483 0.00383226 0.00282967
internal_count=3910 3283 809 2474 2136 449 1687 809 704
is_linear=0
shrinkage=0.00196078


Tree=6036
num_leaves=9
num_cat=0
split_feature=150 151 4 4 4 13 151 0
split_gain=1.66463e-05 4.26993e-05 4.95837e-05 4.43026e-05 4.49036e-05 3.87412e-05 3.81142e-05 3.65112e-05
threshold=0.082085000000000019 -1.0000000180025095e-35 0.15927500000000003 -0.0021099999999999995 -0.08422499999999998 -0.0019849999999999994 -0.024429999999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2 -4
right_child=6 2 7 -5 -6 -7 -8 -9
leaf_value=-0.020164516098280905 0.020842745143980688 0.0059132008722930056 0.00021451648758206206 -0.01760847075308691 0.013545459912023267 -0.018177391465020284 -0.0056558097656593054 0.026536076502136831
leaf_weight=0.0011349500605365706 0.0010976575789618556 0.0012529841200466948 0.0010243973791870323 0.0017248158700815808 0.0017858350183025569 0.0014286905157735543 0.0010738171098449204 0.0010853252228704199
leaf_count=360 330 373 147 601 1253 384 183 279
internal_value=0 -0.0019718 0.000515281 -0.00399561 0.00126004 -0.00692132 0.00773893 0.0137554
internal_weight=0 0.009437 0.00830205 0.00619233 0.00446751 0.00268167 0.00217147 0.00210972
internal_count=3910 3397 3037 2611 2010 757 513 426
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=11
num_cat=0
split_feature=133 13 50 47 42 52 15 3 1 4
split_gain=5.00959e-05 8.13315e-05 6.34756e-05 6.3512e-05 9.56546e-05 0.000103993 8.20115e-05 8.77775e-05 7.61538e-05 7.18476e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 0.10887000000000001 -1.0000000180025095e-35 -0.072349999999999984 -0.106555 -0.100615 0.089075000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -8 -6 -9
right_child=-2 2 -4 -5 5 6 7 9 -10 -11
leaf_value=0.00051366240377843724 -0.0004203702972939285 -0.00043110224419252302 -0.00049364718219796282 -0.0004002135795053047 0.00015236491400112451 0.00078859217559236071 0.00068424336432572038 -0.00038815489929859559 -0.00057783256366571666 0.00026158890272961143
leaf_weight=0.0011923754084200719 0.0010416526808415842 0.0011884016806414143 0.0010115581707216851 0.0011918906627060985 0.0011951950758438178 0.0011447758281638992 0.0010072960203068972 0.0010742214760293409 0.0010158490383325933 0.0016739047903996135
leaf_count=193 557 699 545 157 298 247 116 562 304 232
internal_value=0 2.83712e-05 -2.6722e-05 2.30404e-05 8.38229e-05 0.000169875 0.000329151 0.000189099 -0.000183119 7.60903e-06
internal_weight=0 0.0116955 0.0105031 0.00949153 0.00829964 0.00711124 0.0049002 0.00375542 0.00221104 0.00274813
internal_count=3910 3353 3160 2615 2458 1759 1157 910 602 794
is_linear=0
shrinkage=0.00196078


Tree=6038
num_leaves=9
num_cat=0
split_feature=11 48 2 150 52 3 15 16
split_gain=1.8334e-05 3.2143e-05 3.7828e-05 4.40243e-05 7.53781e-05 6.35762e-05 7.97821e-05 2.31248e-05
threshold=0.078340000000000007 0.096835000000000018 0.11260500000000001 0.086420000000000011 0.090300000000000005 -0.089974999999999986 -0.017214999999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.017188374672244638 -0.013006491314718292 0.014692728555137306 0.01372564075206455 -0.022854050011309458 -0.02012012433641459 -0.0041794105287317612 0.033988333973989468 0.013057126952270175
leaf_weight=0.001024619364427869 0.0010116325658591956 0.0014912042796597089 0.0014395685745344604 0.0010604977441660678 0.0015587041683773591 0.0018957977657060687 0.0011132558725429767 0.0010037123340607261
leaf_count=367 263 341 471 267 677 649 411 464
internal_value=0 0.00108425 -0.0011467 -0.00394295 -0.000902485 0.00504398 0.0107208 0.0240643
internal_weight=0 0.0105874 0.00909616 0.00765659 0.00659609 0.00503739 0.00401277 0.00211697
internal_count=3910 3647 3306 2835 2568 1891 1524 875
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=10
num_cat=0
split_feature=133 48 48 133 151 160 15 15 16
split_gain=5.06193e-05 6.86017e-05 6.35188e-05 5.57856e-05 4.80241e-05 6.49508e-05 7.2567e-05 6.42752e-05 5.35311e-05
threshold=0.10599500000000002 0.11930500000000001 0.092755000000000018 0.083815000000000014 -0.076429999999999984 0.041025000000000006 1.0000000180025095e-35 -0.017214999999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00034238049674540564 -0.00042993895458253865 -0.00046266845055099463 0.00049295107912851704 0.00041905857416271887 0.00016013337698564059 -0.00055688425990522441 -0.00034590980205445457 0.00041789864031901438 -0.00041040822478581232
leaf_weight=0.0011094558754635728 0.0010064741117270992 0.001000179756770715 0.0012328369960421292 0.0011771353200963593 0.0015460621883205802 0.001009902569357778 0.001842305856617813 0.0016845984425350596 0.0010697022661745883
leaf_count=260 557 135 268 648 323 221 913 286 299
internal_value=0 2.83584e-05 7.43774e-05 1.9708e-05 -3.71896e-05 -9.60658e-05 -2.03037e-05 0.000119188 -7.31864e-05
internal_weight=0 0.0116722 0.010672 0.00943916 0.00826203 0.00715257 0.00614267 0.00430036 0.00261576
internal_count=3910 3353 3218 2950 2302 2042 1821 908 622
is_linear=0
shrinkage=0.00196078


Tree=6040
num_leaves=10
num_cat=0
split_feature=150 160 1 12 15 4 13 4 2
split_gain=1.77098e-05 3.77926e-05 4.32281e-05 4.47537e-05 7.04596e-05 4.79424e-05 6.4772e-05 3.38218e-05 1.93236e-05
threshold=0.082085000000000019 1.0000000180025095e-35 0.12864500000000004 0.10129000000000001 -0.07142999999999998 -0.034289999999999994 -0.028919999999999998 0.0057500000000000008 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -2 -1
right_child=7 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.02352605874317475 -0.0050363675588433621 -0.019488022606922777 0.019160186706508965 -0.021648411559144338 -0.017078051941148781 0.026517977613624556 0.013105432909939313 0.019982023917626466 -0.0043326109720332436
leaf_weight=0.0010756730488584981 0.0010354345867141772 0.0010934349716064896 0.0010591335666132609 0.0010417394721589195 0.0011281675512329916 0.001073122568840762 0.0019225429897959027 0.0011301199554273203 0.0010237900196977054
leaf_count=454 329 522 254 361 709 265 658 184 174
internal_value=0 -0.00200941 0.000286522 -0.00246498 0.000746206 0.00833833 0.00194343 0.00801977 -0.0141665
internal_weight=0 0.0094176 0.00832417 0.00726504 0.0062233 0.00412383 0.00305071 0.00216555 0.00209946
internal_count=3910 3397 2875 2621 2260 1632 1367 513 628
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=9
num_cat=0
split_feature=42 3 13 2 48 2 3 2
split_gain=1.87387e-05 3.07626e-05 4.7036e-05 4.66664e-05 8.49289e-05 9.49788e-05 3.4545e-05 1.02071e-05
threshold=0.092145000000000019 -0.14218999999999996 -0.094679999999999986 0.11230000000000001 0.087645000000000015 0.085355000000000014 -0.00088499999999999983 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.018064801948780306 -0.00935648209435469 0.020234676062642214 -0.0057732076276600505 -0.020941500315543569 0.022813837092077131 -0.023581777383531437 0.019357173673800382 0.0060258599686373975
leaf_weight=0.0010199235427167498 0.0018458503406370086 0.0010015088346084888 0.0010712551615965375 0.0013513471886842047 0.001237519862370415 0.0018809554514209719 0.0011177330752117258 0.0010209815461825705
leaf_count=288 832 164 779 249 291 1066 77 164
internal_value=0 0.00163596 -0.000294179 -0.00435083 -0.000126637 -0.00710199 0.00705877 0.0130619
internal_weight=0 0.00970122 0.0086813 0.00665881 0.00530746 0.00406994 0.00218899 0.00202249
internal_count=3910 3078 2790 2462 2213 1922 856 328
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=10
num_cat=0
split_feature=11 3 47 1 15 13 16 2 16
split_gain=1.68557e-05 3.10306e-05 3.24141e-05 3.92142e-05 4.08131e-05 3.07803e-05 7.36317e-05 4.36345e-05 1.5464e-05
threshold=0.078340000000000007 -0.10628499999999998 0.087850000000000025 0.091845000000000024 -0.073314999999999991 -0.014114999999999997 -0.089559999999999987 0.097940000000000013 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 -3 -4
right_child=-2 2 8 4 -6 6 -8 -9 -10
leaf_value=0.014556986628809549 -0.012487517664913877 -0.025135250290885654 -0.020253283198210913 0.026775315023828662 -0.00017556237337322663 0.022431570941002048 -0.013335824987694117 0.003011767280872297 -0.0037510275257795589
leaf_weight=0.0014682927430068058 0.0010041715250991351 0.0011337142670871892 0.0010607196482584624 0.0011117131309685106 0.0011361266829004553 0.0011855399019295824 0.0011186406547931699 0.0010711183294479345 0.0012220906818050112
leaf_count=262 263 1089 199 399 399 167 604 289 239
internal_value=0 0.00107338 -0.00111673 0.00236387 0.0131535 -0.00301501 0.00506711 -0.0114613 -0.0114189
internal_weight=0 0.010508 0.00903966 0.00675685 0.00224784 0.00450901 0.00230418 0.00220483 0.00228281
internal_count=3910 3647 3385 2947 798 2149 771 1378 438
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=9
num_cat=0
split_feature=1 4 48 47 16 0 3 1
split_gain=1.56758e-05 4.51611e-05 3.21643e-05 5.88635e-05 7.6656e-05 5.24354e-05 2.68244e-05 2.10731e-05
threshold=0.085835000000000009 -0.15796999999999997 0.087945000000000009 0.09252500000000001 -0.095109999999999986 -0.19631499999999999 -0.080664999999999987 0.097265000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -3 -6
right_child=2 6 5 -5 7 -7 -8 -9
leaf_value=0.0081012049681776881 0.037603209581847534 -0.0031966521731282716 -0.023645230394645902 -0.0093503273792871471 0.014581226983134424 0.0072912007701066818 -0.022296280346124464 -0.0053712057511186512
leaf_weight=0.001773589013717527 0.0010387046140673348 0.0015803217637440727 0.0010130021557338276 0.0013893221107050694 0.0010412591094895239 0.0011932356273350068 0.0013752196112517506 0.0010767067693007878
leaf_count=146 349 1307 71 182 447 279 747 382
internal_value=0 -0.00451369 0.00299384 0.00780196 0.0153511 -0.00691337 -0.0120837 0.00443804
internal_weight=0 0.00472913 0.00675223 0.00454599 0.00315667 0.00220624 0.00295554 0.00211797
internal_count=3910 2200 1710 1360 1178 350 2054 829
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 0 151 1 0 0
split_gain=0.000119349 7.9617e-05 8.42687e-05 0.000140899 0.000121989 0.000108156 9.65505e-05 7.29136e-05 4.4127e-05 3.45267e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.053834999999999994 -0.0088999999999999982 0.10113500000000002 -0.083934999999999996 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 9 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00065760659110996992 -0.00052224225327857684 -0.00047856743613505537 -0.00044904462041072101 0.00053785705409984948 0.0010050629396006531 -0.0002649082415925261 -0.00019001101019205141 0.00040000807097278698 -0.00042208683195475212 0.00031455090304831579
leaf_weight=0.0010152517418680453 0.0012522884883741578 0.0010307178082110792 0.0010075957818227585 0.0016450672538787913 0.0010698618252295324 0.0010617016763457771 0.0010080893090691943 0.0018146473881123617 0.0010481858482703967 0.0010800629930185731
leaf_count=627 218 480 341 525 91 279 154 286 458 451
internal_value=0 4.24979e-05 9.13781e-05 0.000145941 0.000444533 0.000222981 -3.58461e-05 8.71816e-05 -9.3816e-05 7.09655e-05
internal_weight=0 0.0120182 0.0109875 0.0099799 0.00377663 0.00270677 0.00620327 0.00495099 0.00313634 0.00208815
internal_count=3910 3283 2803 2462 895 804 1567 1349 1063 605
is_linear=0
shrinkage=0.00196078


Tree=6045
num_leaves=9
num_cat=0
split_feature=48 48 403 52 3 4 3 2
split_gain=5.77429e-05 6.68661e-05 3.93174e-05 5.05204e-05 8.24434e-05 9.28163e-05 5.41228e-05 6.00577e-05
threshold=0.11930500000000001 0.092755000000000018 0.088015000000000024 0.11401500000000002 -0.10628499999999998 -0.082509999999999986 -1.0000000180025095e-35 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=0.00046277210473819139 -0.00043739938872488035 0.00046390610607447384 -0.00038767886880850205 -0.00034485698352195056 0.00037921499610619487 -0.00041345021669309619 0.00039110503969367705 -0.00020588057326790445
leaf_weight=0.001688326860552934 0.0011023828594596543 0.0012327134238693518 0.0010052112521960503 0.0012588932098316274 0.0016300770734629291 0.0019536024157998139 0.0010200263082694805 0.0017758571640913777
leaf_count=348 161 287 322 524 497 1457 83 231
internal_value=0 3.22612e-05 -1.92384e-05 2.04709e-05 7.74758e-05 -2.44914e-05 -0.000163048 1.19186e-05
internal_weight=0 0.0115647 0.010332 0.00932678 0.00806789 0.00637956 0.00474949 0.00279588
internal_count=3910 3749 3462 3140 2616 2268 1771 314
is_linear=0
shrinkage=0.00196078


Tree=6046
num_leaves=9
num_cat=0
split_feature=50 157 51 2 2 48 3 4
split_gain=1.61827e-05 2.964e-05 3.97209e-05 4.76347e-05 4.71262e-05 0.000101268 5.09652e-05 3.63542e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.032189999999999989 0.086545000000000025 0.113945 0.08346000000000002 -0.060719999999999989 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.01715024155841522 -0.011970685700478946 -0.01758381185047133 -0.02266203210897795 -0.011404260051628073 -0.0088747806782995577 0.031458626512478202 0.016193960865457987 0.0022590223367581434
leaf_weight=0.0010344933486725163 0.0010446327450975125 0.0012115737972271936 0.0011748380340727382 0.0016071480303616035 0.0014698753476683167 0.0016427196460666103 0.0011464549773340963 0.001166625612286002
leaf_count=361 689 442 799 699 340 266 113 201
internal_value=0 0.00108278 -0.000681868 0.00181311 0.00662613 0.0118087 8.61827e-05 -0.0102452
internal_weight=0 0.0104537 0.00941924 0.00820766 0.0058662 0.00439632 0.0027536 0.00234146
internal_count=3910 3221 2860 2418 1418 1078 812 1000
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=9
num_cat=0
split_feature=1 42 151 15 484 15 1 52
split_gain=1.74757e-05 3.90585e-05 4.23077e-05 6.44953e-05 4.64754e-05 4.33569e-05 7.51666e-05 8.12898e-05
threshold=0.12730000000000002 0.092395000000000019 0.054740000000000004 0.085285000000000014 0.084225000000000008 -0.11739999999999999 0.095575000000000007 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.019559951496027149 0.010901203123521056 -0.016321623728930059 0.020110559297938205 -0.02361388706538084 0.021431936752980291 -0.01876630951670849 0.026435592349861856 0.012486286891165193
leaf_weight=0.001057941308207435 0.0012841603841468518 0.0015098436108888147 0.0010320244525791325 0.0011212964372912561 0.0010673816034747884 0.0017993495092308441 0.0010427962230290921 0.0015485196644961078
leaf_count=254 345 710 155 766 293 658 337 392
internal_value=0 -0.0014784 0.00110669 -0.0014613 0.00235081 -0.00138719 0.00299158 -0.00431077
internal_weight=0 0.0101792 0.00866931 0.00763728 0.00651599 0.00544861 0.00439067 0.00334787
internal_count=3910 3565 2855 2700 1934 1641 1387 1050
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=11
num_cat=0
split_feature=484 3 151 4 2 13 0 52 12 16
split_gain=0.000107464 7.72414e-05 5.33095e-05 5.97574e-05 5.63723e-05 6.738e-05 6.19567e-05 7.07935e-05 6.2098e-05 5.31747e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.27020000000000005 0.106035 -0.094679999999999986 -0.053834999999999994 -0.068164999999999989 0.089745000000000005 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 5 -4 7 -7 -9 -3
right_child=1 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00062260259858647367 0.00056314050928253331 -0.00058344555808484974 0.00054171890435826629 0.00051030050627291919 -0.000291548123098174 0.00053302998257160727 -0.00038763772886624397 -0.00030323934801019137 0.0002982758828459639 3.8511435808185774e-05
leaf_weight=0.001011222169832327 0.001005536635513061 0.0010988960625729488 0.001075098696898865 0.0010122353776354986 0.0018877467647605119 0.0011373224733217191 0.0012012017232842843 0.0015670268936142733 0.0011397988358742006 0.0010181764937754407
leaf_count=627 225 127 146 313 361 229 158 721 632 371
internal_value=0 4.26818e-05 -4.30724e-06 6.1412e-05 4.67252e-06 9.60367e-05 1.06755e-06 0.000122528 -4.99514e-05 -0.000284324
internal_weight=0 0.012143 0.0111375 0.00902043 0.0080082 0.00612045 0.00504535 0.00384415 0.00270683 0.00211707
internal_count=3910 3283 3058 2560 2247 1886 1740 1582 1353 498
is_linear=0
shrinkage=0.00196078


Tree=6049
num_leaves=11
num_cat=0
split_feature=484 133 484 16 52 151 0 0 0 1
split_gain=7.93101e-05 6.96874e-05 7.07995e-05 0.000129653 0.000114271 0.000103819 0.000101428 7.87644e-05 6.27283e-05 0.000118028
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 -0.053834999999999994 -0.083424999999999985 -0.10209999999999998 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 8 9 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11
leaf_value=-0.00053533300151576639 -0.00054322315602127252 -0.00044515855645759167 -0.00041432486810791654 0.00050561767265069673 0.00095265101314931638 -0.00043764810150696484 -0.00026383015503434967 -0.00039401722375895665 0.00054716445851033706 0.00040057797066786059
leaf_weight=0.0010269676877196115 0.0012824949779665631 0.0010739442325318526 0.0010214588233598059 0.0016573158312821923 0.0010794021082189895 0.0011585275496507491 0.0010930702427306622 0.0010584555126908627 0.0013724944978159726 0.001459402870424113
leaf_count=627 218 480 341 525 91 176 279 535 506 132
internal_value=0 3.19349e-05 7.77535e-05 0.00012722 0.000412001 -4.50413e-05 0.00019982 8.15048e-05 0.000207636 2.9633e-05
internal_weight=0 0.0122566 0.0111826 0.0101612 0.00382979 0.00633138 0.00275039 0.00504888 0.00399042 0.00261793
internal_count=3910 3283 2803 2462 895 1567 804 1349 814 308
is_linear=0
shrinkage=0.00196078


Tree=6050
num_leaves=11
num_cat=0
split_feature=43 40 12 43 16 3 2 3 15 4
split_gain=6.81849e-05 0.00010473 6.26348e-05 0.000149533 0.000111431 5.70136e-05 5.67078e-05 9.75692e-05 8.18321e-05 0.000102862
threshold=0.16180500000000003 -0.018084999999999997 0.10129000000000001 -0.17307499999999998 0.15737500000000001 -0.115685 0.11230000000000001 0.094625000000000015 -0.10071499999999999 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -7 -10
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11
leaf_value=0.0005365203636400204 -0.00050531520413955844 0.00072224900463547885 -0.00048142957826507196 0.0003952423926892905 -0.00063423491118020433 0.00035580988926322448 -0.00038440877664785484 0.00055786615359640758 0.0001196839631833581 -0.0006180358498642924
leaf_weight=0.0013655516558543782 0.0010117126657704116 0.0010189359426162189 0.0011067215265081779 0.0012646081519043307 0.001171750690517199 0.0010976941351056356 0.0015724827988273194 0.0011029503975093485 0.0013678248225579323 0.0015502115812701825
leaf_count=382 276 113 369 180 435 203 210 110 765 867
internal_value=0 2.37297e-05 -3.84965e-05 9.81627e-06 -6.9715e-05 1.34293e-05 -5.87322e-05 4.13172e-05 -0.000100557 -0.000272231
internal_weight=0 0.0126187 0.0112532 0.0101465 0.00912752 0.00795577 0.00669116 0.00511868 0.00401573 0.00291804
internal_count=3910 3634 3252 2883 2770 2335 2155 1945 1835 1632
is_linear=0
shrinkage=0.00196078


Tree=6051
num_leaves=9
num_cat=0
split_feature=43 3 4 3 160 4 16 4
split_gain=1.76132e-05 5.17229e-05 5.13549e-05 5.35259e-05 4.02868e-05 6.34849e-05 4.24893e-05 2.85688e-05
threshold=-0.062599999999999989 -0.076734999999999984 -0.34687499999999999 -0.089604999999999976 -0.026849999999999995 0.0057500000000000008 -0.27337499999999998 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 -5 -6 -7 -1
right_child=2 -3 3 4 5 6 -8 -9
leaf_value=0.0095611051489756585 -0.021246768146218592 0.020225813871882437 0.020046172191206468 0.013609043831524704 -0.023311220501712446 -0.013522379044224814 0.013509645588882811 -0.012212366913993092
leaf_weight=0.0010091549909160655 0.001274485904663337 0.0014626363151283221 0.0011717102091368713 0.0010691198198458937 0.0016494272573611096 0.0010000086338197997 0.001389261300866335 0.0014958412236108908
leaf_count=284 227 554 302 299 917 196 207 924
internal_value=0 0.00528373 -0.00294478 0.000769767 -0.00365215 -0.00822152 0.00219562 -0.00344077
internal_weight=0 0.00396763 0.00755401 0.00627953 0.00510782 0.0040387 0.00238927 0.002505
internal_count=3910 1762 2148 1921 1619 1320 403 1208
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=10
num_cat=0
split_feature=11 43 12 12 47 0 2 16 4
split_gain=5.13887e-05 4.7862e-05 7.0146e-05 6.85821e-05 4.08006e-05 4.52508e-05 7.12684e-05 9.59373e-05 8.11702e-05
threshold=0.080320000000000016 -0.062599999999999989 0.051320000000000005 0.092150000000000024 0.09550500000000002 -0.23029999999999998 0.11260500000000001 0.032820000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 8 -7
right_child=-2 4 3 -5 -6 6 -8 -9 -10
leaf_value=0.00059971772867813025 -0.0004308097622123626 0.000191662125261158 -0.0003115646191242772 0.0003030395118835327 0.00027842695118954902 0.00010915447679886517 0.00019848932717269138 -0.00084999725848357158 -0.00055834625933865985
leaf_weight=0.0011938541099900868 0.0010218698547579631 0.0014006089202615061 0.0012447449191376411 0.001589300202572816 0.0011517329275817553 0.001775993040375973 0.0012728691824504352 0.0010288514568279139 0.0011565124980181542
leaf_count=351 244 110 832 504 172 931 316 161 289
internal_value=0 2.75212e-05 0.000201042 3.30984e-05 -6.22392e-05 -0.000121375 -0.00020514 -0.000334834 -0.000154092
internal_weight=0 0.0118145 0.0040279 0.00283405 0.00778657 0.00663484 0.00523423 0.00396136 0.00293251
internal_count=3910 3666 1687 1336 1979 1807 1697 1381 1220
is_linear=0
shrinkage=0.00196078


Tree=6053
num_leaves=9
num_cat=0
split_feature=11 43 2 52 12 16 0 52
split_gain=1.76394e-05 3.12612e-05 7.17043e-05 3.662e-05 3.91007e-05 7.38321e-05 6.37624e-05 3.60576e-05
threshold=0.078340000000000007 -0.062599999999999989 0.093655000000000002 -0.074484999999999982 0.089995000000000006 -0.19424999999999998 -0.15137999999999999 -0.085924999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 -5 -7 -1
right_child=-2 3 -4 4 -6 6 -8 -9
leaf_value=0.01171450128533637 -0.012752109343591623 -0.016222751789415853 0.02732673329366557 -0.014007824201273509 -0.015467788272231038 0.034641056077607757 0.0036128381982187909 -0.013695560526700396
leaf_weight=0.0010270972765012215 0.001006682068678281 0.0015725694564594044 0.0013097310408630488 0.0013307090343260253 0.0011229718339806471 0.0010159684549987157 0.0019025143286657696 0.0012239178042687624
leaf_count=312 263 347 526 254 579 77 715 837
internal_value=0 0.0011048 0.00872299 -0.00280125 0.00112757 0.00551337 0.0144142 -0.00210141
internal_weight=0 0.0105055 0.00356075 0.00694473 0.00537216 0.00424919 0.00291848 0.00225102
internal_count=3910 3647 1675 1972 1625 1046 792 1149
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=11
num_cat=0
split_feature=484 3 151 1 2 2 16 3 16 0
split_gain=9.54469e-05 6.35051e-05 5.14713e-05 6.29166e-05 0.000123043 0.000131146 8.11302e-05 5.01839e-05 3.95627e-05 8.01365e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.0088999999999999982 0.10113500000000002 0.106035 0.091985000000000011 -0.072359999999999994 0.086245000000000016 -0.089864999999999987 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 8 -5 -3 -4 -10
right_child=1 2 3 6 -6 -7 -8 -9 9 -11
leaf_value=-0.00058227104214471901 0.00050547276729024965 4.1046125507491079e-06 -0.00043920217747282179 0.00058373467047553168 -0.0006639882558725455 0.00057161122338932979 -2.5417964135670569e-05 -0.00059393312078893457 0.00037440463158940583 -0.00036911680489965247
leaf_weight=0.0010430632078632191 0.0010141833625286175 0.0011408213759859483 0.0011330851405716314 0.001637143515977638 0.0010775930339761873 0.001409661174761977 0.0017276968920638038 0.0010234239299032125 0.0011394202037500363 0.0010909071277262908
leaf_count=627 225 374 345 304 264 413 260 124 341 633
internal_value=0 3.53213e-05 -6.57943e-06 5.73263e-05 -6.55399e-05 6.95687e-05 0.000270962 -0.000278694 -0.000140845 1.07303e-05
internal_weight=0 0.0123939 0.0113798 0.00921551 0.00585067 0.00477307 0.00336484 0.00216425 0.00336341 0.00223033
internal_count=3910 3283 3058 2560 1996 1732 564 498 1319 974
is_linear=0
shrinkage=0.00196078


Tree=6055
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 1 3 1 52
split_gain=0.000162672 7.90066e-05 0.000168313 8.83355e-05 0.000138736 0.000130659 4.87124e-05 8.97816e-05 7.64122e-05 3.88885e-05
threshold=-0.0043499999999999988 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097135000000000013 0.076710000000000014 -0.084129999999999996 0.092550000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00085920097560012712 -0.00061326822468521025 -0.00056215415118514875 0.00068615785617063977 -0.00059797088035374593 0.00050735850631183747 -0.00061468834954892155 8.7903699441553289e-05 0.0001858822743127679 -0.00018340445387222457 0.00060119297580240043
leaf_weight=0.001048205574204414 0.0011038460286354928 0.001085972968928507 0.0012012223916638793 0.0012022327653697117 0.0015600637175038007 0.0016971154596254123 0.0010559672710920359 0.0010546036934910839 0.0017212141357869663 0.0012267627630445129
leaf_count=612 261 137 368 615 117 518 145 530 296 311
internal_value=0 -5.60149e-05 -9.52487e-06 -8.81998e-05 -2.73049e-05 -0.00013212 -1.31003e-06 -0.000231682 0.00012854 0.000363751
internal_weight=0 0.012909 0.011823 0.0106218 0.00951796 0.0079579 0.00626078 0.00225684 0.00400394 0.00228273
internal_count=3910 3298 3161 2793 2532 2415 1897 1145 752 456
is_linear=0
shrinkage=0.00196078


Tree=6056
num_leaves=11
num_cat=0
split_feature=133 13 50 48 3 0 1 12 15 12
split_gain=3.83209e-05 8.42749e-05 5.0154e-05 5.45251e-05 5.91455e-05 5.52412e-05 4.46225e-05 4.26626e-05 5.53037e-05 2.3099e-05
threshold=0.10599500000000002 -0.23438999999999996 0.086465000000000014 0.11379500000000002 -0.13927999999999999 -0.10575999999999998 0.093575000000000019 0.092365000000000017 -0.017214999999999998 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -7 -10
right_child=-2 2 -4 -5 5 7 -8 -9 9 -11
leaf_value=0.00051426037646071232 -0.00037527076553911043 0.00050916261614014819 -0.00044687053435101725 -0.00041197355725484735 -3.6201345602745894e-07 -0.00036768919963220745 0.00048497394093135397 -0.00048285112108572653 -4.6176198721783345e-05 0.000362742940052678
leaf_weight=0.001196438993142244 0.0010184653661396642 0.0010035319832005021 0.0010257952616304399 0.0010472307460457327 0.0016981878624693616 0.0011915741788183147 0.0012752853332883365 0.0010514490323379339 0.0010530502609763831 0.0010715144808908965
leaf_count=193 557 275 545 115 197 551 176 470 471 360
internal_value=0 2.13977e-05 -3.52064e-05 9.75648e-06 6.26828e-05 1.64847e-06 0.000207792 -0.000138695 -2.95737e-05 0.00016006
internal_weight=0 0.0116141 0.0104176 0.00939182 0.00834459 0.00734106 0.00297347 0.00436759 0.00331614 0.00212456
internal_count=3910 3353 3160 2615 2500 2225 373 1852 1382 831
is_linear=0
shrinkage=0.00196078


Tree=6057
num_leaves=10
num_cat=0
split_feature=159 1 42 151 2 16 13 2 2
split_gain=1.53297e-05 2.61227e-05 4.05406e-05 4.59309e-05 8.06774e-05 6.60973e-05 4.25525e-05 4.24212e-05 1.12494e-05
threshold=-1.0000000180025095e-35 0.12485500000000001 0.092395000000000019 -0.0088999999999999982 0.091525000000000009 0.20277000000000003 -0.0038299999999999996 0.10796500000000002 0.080080000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6 -8
right_child=1 -3 -4 4 5 -7 8 -9 -10
leaf_value=-0.011581107489091611 -0.013063398907827243 0.015853470357045277 -0.016252761962459839 -0.019899552834655946 0.041924389173034204 -0.0032407477635740447 0.011091195136843179 0.013419155510575568 -0.0037332366795945339
leaf_weight=0.0010760195152280392 0.0016078618094789192 0.0010578070047576873 0.0014261228564501341 0.0012232231329729112 0.0010376220905388305 0.0010432905089932578 0.0010230295752761925 0.0010507657740113654 0.0010245084098053424
leaf_count=633 514 332 556 804 269 248 139 173 242
internal_value=0 0.000951823 -0.000718626 0.00204701 0.00584173 0.0173137 -0.00514244 0.0275821 0.00367363
internal_weight=0 0.0104942 0.00943642 0.0080103 0.00640244 0.00313168 0.00327076 0.00208839 0.00204754
internal_count=3910 3277 2945 2389 1875 690 1185 442 381
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=9
num_cat=0
split_feature=15 403 13 12 3 3 150 2
split_gain=1.50146e-05 3.08946e-05 5.20374e-05 7.64471e-05 7.67941e-05 5.38342e-05 3.0921e-05 2.77547e-05
threshold=0.091915000000000011 0.03138500000000001 0.11202500000000001 0.088375000000000023 -0.078669999999999976 -0.010319999999999998 0.084380000000000024 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.019274400229349318 -0.011743464977614354 0.01524630266276689 0.018830557224815983 -0.037871426568918044 -0.0024200620534837358 0.0024927321764403798 0.011095753719127584 -0.016755382575671721
leaf_weight=0.0014270400635967425 0.0010249412405774561 0.0013193299354832154 0.001144794278796068 0.0011261378360495312 0.0013358387386970016 0.0013205433117160557 0.001105098955332744 0.0017312809203153339
leaf_count=1095 630 388 183 640 327 184 175 288
internal_value=0 0.000936387 -0.0011178 -0.0039561 -0.0186359 0.00251627 -0.00323667 -0.0084266
internal_weight=0 0.0105101 0.00919073 0.00804594 0.00246198 0.00558396 0.00415692 0.00305182
internal_count=3910 3280 2892 2709 967 1742 647 472
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 12 3 15 52 15
split_gain=9.12341e-05 5.69253e-05 8.93129e-05 6.65913e-05 0.000106876 7.91147e-05 7.51145e-05 9.01616e-05 8.56683e-05 5.57874e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 0.088325000000000015 -0.053439999999999994 -0.017214999999999998 -0.074484999999999982 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 8 -8 -10
right_child=1 -3 -4 5 6 -7 7 -9 9 -11
leaf_value=-0.00057069124495380194 0.00054405305048362159 -0.00039317477865349448 0.00054271780810317548 -0.00066482536633885982 -0.00050578150040314455 8.6155068027749969e-05 -0.00052851851003195955 0.00057346027405663267 0.00047856346826565324 -0.00010472528741970238
leaf_weight=0.0010140378891946968 0.0016476355668435154 0.0010570529562410813 0.0014172051051034541 0.0010747608942968194 0.0010166242224709668 0.0010826125365170631 0.0010863243374069362 0.0011015494376949314 0.0010422254328605618 0.0015954983162854328
leaf_count=627 281 480 508 466 431 463 155 137 204 158
internal_value=0 4.15564e-05 8.3089e-05 1.55682e-05 0.000102999 -0.000287969 -2.13883e-05 8.06603e-05 -6.51067e-05 0.000125746
internal_weight=0 0.0121215 0.0110644 0.00964723 0.00748986 0.00215737 0.00584222 0.0048256 0.00372405 0.00263772
internal_count=3910 3283 2803 2295 1366 929 1085 654 517 362
is_linear=0
shrinkage=0.00196078


Tree=6060
num_leaves=9
num_cat=0
split_feature=1 1 0 16 12 0 48 42
split_gain=1.80977e-05 4.34155e-05 4.43605e-05 4.38639e-05 2.86638e-05 5.69024e-05 6.43529e-05 4.69654e-05
threshold=0.10420500000000001 0.11097000000000001 -0.14808999999999997 0.032820000000000009 0.088285000000000016 -0.10071499999999999 0.084795000000000023 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 -6
right_child=1 2 3 -5 7 -7 -8 -9
leaf_value=0.014655233264707114 0.022973995678187555 -0.017357203067805471 0.022625047212914848 -0.0066458327929107873 -0.0063458744376245534 -0.021511315239220577 -0.018061749775645331 0.018881687181894435
leaf_weight=0.001500328397834053 0.001024758608450721 0.0010608841562231063 0.0010133467792723244 0.0010347141571788534 0.0017401793545759664 0.0018698996620318863 0.0010032024325935091 0.0012813122969680272
leaf_count=232 206 107 358 209 721 1197 118 762
internal_value=0 0.00512356 -0.000760226 0.00783692 -0.00313804 -0.00831291 0.00154505 0.00435228
internal_weight=0 0.0041337 0.00310895 0.00204806 0.00739492 0.00437343 0.00250353 0.00302149
internal_count=3910 880 674 567 3030 1547 350 1483
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=8
num_cat=0
split_feature=4 42 133 47 160 51 0
split_gain=1.70399e-05 2.73287e-05 3.64087e-05 4.77269e-05 6.93131e-05 3.88528e-05 4.83702e-05
threshold=0.27608500000000008 0.092145000000000019 0.065880000000000008 0.09550500000000002 -0.025614999999999995 0.077145000000000005 -0.084304999999999977
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=0.013726735478923325 0.0096506323043153916 -0.013925128660682462 0.012552135782569583 0.015888453063411793 -0.03564549513453296 -0.00040226764319141673 -0.0082920335293459723
leaf_weight=0.0012467594037306549 0.0015345839617028111 0.0015384677338335 0.0019488580293325593 0.0011049332672130423 0.0011720163765912694 0.0015083518613457905 0.0014417244604688964
leaf_count=421 441 700 887 186 481 216 578
internal_value=0 -0.0016695 0.000569091 -0.00303827 -0.00693347 -0.0131823 -0.0205575
internal_weight=0 0.00996111 0.00842264 0.00647379 0.00536885 0.00412209 0.00261374
internal_count=3910 3469 2769 1882 1696 1275 1059
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=10
num_cat=0
split_feature=48 48 51 0 42 40 2 13 13
split_gain=4.64192e-05 8.08481e-05 7.44275e-05 6.78316e-05 4.26015e-05 4.61154e-05 7.4743e-05 7.80409e-05 4.23736e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 0.086325000000000013 -1.0000000180025095e-35 0.079395000000000007 -0.011209999999999999 -0.064174999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -6
right_child=-2 -3 -4 4 8 6 7 -9 -10
leaf_value=0.00042803220431885937 -0.00039602205012076062 0.00056096985702021524 -0.00052897305317182238 -0.00032318623986918885 -0.00048222377893383415 0.00045053037132160854 0.00025889338632695253 -0.00035803805370609185 4.7254409646902383e-05
leaf_weight=0.0014130057608539798 0.0010847530663863148 0.001000786113079106 0.0010077883229363841 0.001041563318040041 0.0013739622500658988 0.001792043345440919 0.0015696478898505988 0.0015837346325138894 0.0010070275222184366
leaf_count=152 161 239 357 209 969 343 586 692 202
internal_value=0 2.7842e-05 -2.1612e-05 3.06642e-05 -3.64348e-05 5.17932e-05 0.000130768 -5.09503e-05 -0.000258284
internal_weight=0 0.0117896 0.0107888 0.00978098 0.00836798 0.00598699 0.00494543 0.00315338 0.00238099
internal_count=3910 3749 3510 3153 3001 1830 1621 1278 1171
is_linear=0
shrinkage=0.00196078


Tree=6063
num_leaves=10
num_cat=0
split_feature=48 48 51 0 40 47 13 3 42
split_gain=4.32749e-05 6.76915e-05 3.63782e-05 6.1713e-05 4.03121e-05 5.80337e-05 6.7308e-05 0.000114804 5.60004e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 -1.0000000180025095e-35 0.09550500000000002 -0.09547499999999999 -0.083144999999999983 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.00045403414434758914 -0.00038923049079057155 0.00045915389768812085 -0.0003411691685688144 -0.00037340172637750685 0.00029609015151674538 0.00044663215453112387 -0.00016967250556099739 -0.00056293929890753667 0.00043457837719533435
leaf_weight=0.001083551660298789 0.0010670913505978772 0.0012253418963308381 0.0012551974379260171 0.001215710974229867 0.0014880395439176028 0.0010148295762623183 0.0013639590263627393 0.001803991144392681 0.0010387706040606145
leaf_count=139 161 287 395 304 264 141 804 1090 325
internal_value=0 2.35626e-05 -2.84392e-05 1.51333e-05 -4.48735e-05 1.46526e-05 -6.2328e-05 -0.000189111 9.15629e-05
internal_weight=0 0.0114894 0.010264 0.00900885 0.0079253 0.00670959 0.00569476 0.00420672 0.00240273
internal_count=3910 3749 3462 3067 2928 2624 2483 2219 1129
is_linear=0
shrinkage=0.00196078


Tree=6064
num_leaves=11
num_cat=0
split_feature=48 48 51 2 4 0 16 1 2 13
split_gain=6.50175e-05 8.89696e-05 7.75195e-05 8.94903e-05 5.73633e-05 4.66272e-05 8.95012e-05 6.33145e-05 9.80929e-05 3.48432e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11260500000000001 -0.08422499999999998 -0.06402999999999999 -0.012324999999999997 0.092550000000000007 0.085255000000000011 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 8 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-7.1851400904048837e-05 -0.00046465479117567055 0.00058696929858117737 -0.00053653471536069003 0.00049231419259615202 0.00074029469304480802 0.0004031992581026383 -0.00055007050870465625 -0.00028697511051673419 -1.372163604884078e-05 -0.0005812825540662727
leaf_weight=0.0010321503448846908 0.0011052702952916464 0.0010172858883576797 0.0010108846667590014 0.0014016131673131463 0.0010305776666453298 0.0011702363506611224 0.0010202818880118971 0.0011617500155992012 0.0018615246291262091 0.0010325977943512774
leaf_count=302 161 239 357 433 350 180 660 277 639 312
internal_value=0 3.2796e-05 -1.9785e-05 3.40085e-05 -4.33002e-05 5.03824e-05 -3.0987e-05 9.9657e-05 0.000254966 -0.000326622
internal_weight=0 0.0117389 0.0107216 0.00971073 0.00830912 0.00624437 0.00507413 0.00405385 0.0028921 0.00206475
internal_count=3910 3749 3510 3153 2720 2106 1926 1266 989 614
is_linear=0
shrinkage=0.00196078


Tree=6065
num_leaves=11
num_cat=0
split_feature=484 4 12 47 1 1 1 0 12 12
split_gain=9.92963e-05 4.95789e-05 7.0012e-05 9.10316e-05 8.38359e-05 0.000105524 6.06531e-05 5.75905e-05 5.62403e-05 5.93221e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.09112000000000002 0.10884000000000001 0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -9 -10
right_child=1 -3 3 -5 5 -7 -8 8 9 -11
leaf_value=-0.00058609855596865269 -0.00046090621961903988 0.00035717297326803995 -0.00032492469283655444 0.00049605028791402861 -0.00082578977177221163 5.2128458644159353e-05 0.00046524724085740857 -0.00023394725491879652 0.00063376001338334091 -1.4358858459950878e-05
leaf_weight=0.0010349478948722115 0.0011478340369141223 0.0016997232216835181 0.0015533187534517044 0.0014957412130756067 0.0010067219220192269 0.0011032378665606392 0.0012846598206137615 0.001068914457309493 0.0011054541766706625 0.0010670575661613688
leaf_count=627 276 447 450 200 354 158 252 587 255 304
internal_value=0 4.58289e-05 -3.02203e-06 5.12443e-05 -2.9997e-05 -0.000366751 8.68793e-05 -1.44972e-05 0.000134262 0.000315428
internal_weight=0 0.0125327 0.0108329 0.00968511 0.00818936 0.00210996 0.0060794 0.00479474 0.00324143 0.00217251
internal_count=3910 3283 2836 2560 2360 512 1848 1596 1146 559
is_linear=0
shrinkage=0.00196078


Tree=6066
num_leaves=9
num_cat=0
split_feature=484 4 12 13 47 1 48 4
split_gain=5.97766e-05 4.91769e-05 5.33234e-05 6.20414e-05 5.67493e-05 0.000102833 0.000105873 5.50671e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 -0.094679999999999986 0.09550500000000002 0.09112000000000002 0.083775000000000002 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00045741979293138806 -0.00041478341799154812 0.00034129318591246473 0.00034574549947925597 5.9607639024042246e-05 0.00031980668539850142 -0.00052356772890875948 0.00050319876423818028 -0.00046801538017595122
leaf_weight=0.0010303398523675731 0.0011479954280447678 0.0017245777123818451 0.0019363481452042315 0.0018094796091929471 0.001330315101792664 0.0017860067063799022 0.0013034756274172875 0.0013118818816522208
leaf_count=627 276 447 254 521 179 448 187 971
internal_value=0 3.41726e-05 -1.56748e-05 3.26686e-05 -4.77203e-05 -0.000126442 3.3851e-05 -0.000162148
internal_weight=0 0.0123501 0.0106255 0.00947751 0.00754116 0.00621084 0.00442484 0.00312136
internal_count=3910 3283 2836 2560 2306 2127 1679 1492
is_linear=0
shrinkage=0.00196078


Tree=6067
num_leaves=12
num_cat=0
split_feature=484 133 0 457 160 42 4 2 2 13 3
split_gain=0.000174639 8.60064e-05 9.48322e-05 7.00658e-05 7.83586e-05 0.000133355 8.68844e-05 0.000103964 0.000104565 6.30996e-05 3.85404e-06
threshold=-0.0043499999999999988 0.10681500000000001 0.14676000000000003 -1.0000000180025095e-35 -0.080184999999999992 -1.0000000180025095e-35 0.074650000000000008 0.090815000000000021 0.086465000000000014 -0.081124999999999989 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 10 -8 -7
right_child=1 -3 -4 4 5 6 9 -9 -10 -11 -12
leaf_value=-0.00078178936919787742 -0.00044790044799803872 -0.00049822241492271586 0.00066174778833515417 -0.00031036619854790714 -0.00040089937300464673 -7.4098891943859035e-06 0.00025708814807441248 -0.00026030057064238468 0.00085127665345430628 0.00088324732260881681 0.00016393573921715841
leaf_weight=0.0010513064422819499 0.0010222777091701109 0.001021882208076196 0.0010351099165820639 0.0015844814131395551 0.0013549346728114692 0.0010038444021283567 0.001248062079140729 0.001782454674541121 0.0010109020667077241 0.0012271243811009741 0.0010149997269221984
leaf_count=612 196 472 70 547 688 314 187 413 127 172 112
internal_value=0 4.83443e-05 9.38114e-05 4.15514e-05 9.04774e-05 0.000163968 0.000268993 0.000115444 0.000336501 0.000567519 7.87363e-05
internal_weight=0 0.0133061 0.0122842 0.0112491 0.0102268 0.00864232 0.00728739 0.0048122 0.00302975 0.00247519 0.00201884
internal_count=3910 3298 2826 2756 2560 2013 1325 966 553 359 426
is_linear=0
shrinkage=0.00196078


Tree=6068
num_leaves=10
num_cat=0
split_feature=48 48 51 2 133 3 3 43 52
split_gain=6.12923e-05 9.45699e-05 7.74577e-05 8.28819e-05 5.18871e-05 6.68496e-05 6.67899e-05 8.13092e-05 4.14616e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11260500000000001 0.094185000000000005 -0.10628499999999998 -0.076734999999999984 -0.074254999999999988 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
leaf_value=0.00038979344048846898 -0.00044305768164022946 0.00061061374065498014 -0.00053080468467146032 0.0004760542130463005 -0.00045308163167801538 -0.0004016574354373674 0.00052083194595771106 -0.00041224947140985148 6.7775160096330081e-05
leaf_weight=0.0015020328669089296 0.0011112072512887332 0.0010156294282969583 0.0010149729604122327 0.0014207253054807174 0.0010095810922120868 0.0016955876721761794 0.0010865384789953783 0.0010813399311287888 0.0019203719352839533
leaf_count=266 161 239 357 433 491 1266 231 142 324
internal_value=0 3.87372e-05 -1.5387e-05 3.84547e-05 -3.64911e-05 2.12346e-05 -7.44782e-05 6.12183e-05 -0.000105149
internal_weight=0 0.0117468 0.0107312 0.00971618 0.00829545 0.00728587 0.00578384 0.00408825 0.00300171
internal_count=3910 3749 3510 3153 2720 2229 1963 697 466
is_linear=0
shrinkage=0.00196078


Tree=6069
num_leaves=11
num_cat=0
split_feature=484 3 160 42 43 16 48 15 3 0
split_gain=0.00011435 6.10521e-05 4.88756e-05 5.74087e-05 5.87739e-05 6.31787e-05 9.51637e-05 8.06258e-05 5.52919e-05 1.47151e-05
threshold=-1.0000000180025095e-35 -0.15464999999999998 -0.080184999999999992 -1.0000000180025095e-35 -0.074254999999999988 -0.094359999999999986 0.087945000000000009 -0.073314999999999991 -0.080884999999999985 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 6 -6 -7 -5 -9
right_child=1 2 3 4 5 7 -8 9 -10 -11
leaf_value=-0.00063562471882361348 0.00050767441577027103 -0.00029642719323002886 -0.00025456079671564325 8.7921969721111543e-05 0.0001443415919769516 0.0006190682180048716 -0.0006316554741632685 -0.00019522400245638671 0.0007058945141497693 0.00013892263515476484
leaf_weight=0.0010254582213684296 0.0010100652323558256 0.0017536844919330092 0.001819284136124622 0.0010965678175312403 0.0013246147589004191 0.0011618199604763587 0.0011224489224534564 0.0010174027545268448 0.001130554324657332 0.0010094195513918841
leaf_count=627 225 649 840 229 243 142 89 496 282 88
internal_value=0 4.55848e-05 4.7708e-06 5.93257e-05 0.000131952 2.53831e-05 -0.000211602 0.000207253 0.000401623 -2.88087e-05
internal_weight=0 0.0124459 0.0114358 0.00968211 0.00786283 0.00563571 0.00244706 0.00318864 0.00222712 0.00202682
internal_count=3910 3283 3058 2409 1569 1058 332 726 511 584
is_linear=0
shrinkage=0.00196078


Tree=6070
num_leaves=10
num_cat=0
split_feature=484 52 52 160 42 151 12 1 2
split_gain=0.000109499 5.57671e-05 4.79262e-05 4.47408e-05 6.89975e-05 8.32971e-05 0.000116522 0.00011335 7.55819e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.079234999999999986 -1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 0.10113500000000002 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00061946080468538393 -5.2538951873902458e-05 -0.00036116776297199409 0.00046305901164765163 -0.00037412202211072976 -0.0003627563313550899 -0.00019511642351895025 -0.00028540572150502334 0.0008716048633556063 0.00043443857702307357
leaf_weight=0.0010560608661385291 0.0010995193093708737 0.0013820257376374418 0.0018752712803516616 0.0014141516834524272 0.0012191291247016164 0.0012962695674140108 0.0014077669932392308 0.001214001296516499 0.0016878255465313276
leaf_count=627 379 595 430 699 201 311 225 235 208
internal_value=0 3.78547e-05 0.000272488 -3.4692e-05 2.00707e-05 0.000101748 0.000202766 0.000366467 0.000160964
internal_weight=0 0.012596 0.00297479 0.00962117 0.00823914 0.00682499 0.00560586 0.0041981 0.0029841
internal_count=3910 3283 809 2474 1879 1180 979 754 519
is_linear=0
shrinkage=0.00196078


Tree=6071
num_leaves=9
num_cat=0
split_feature=3 1 13 52 12 15 3 16
split_gain=2.09081e-05 3.05453e-05 4.99256e-05 7.94858e-05 5.27432e-05 4.8105e-05 4.08907e-05 3.84583e-05
threshold=-0.15464999999999998 0.088010000000000019 -0.0024749999999999993 -0.074484999999999982 0.088375000000000023 -1.0000000180025095e-35 -0.060719999999999989 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 -2 -7 -5
right_child=1 2 3 7 -6 6 -8 -9
leaf_value=0.013571164198392547 -0.023056027686471272 0.030403117298166128 -0.026288717391578981 -0.0053375172669409381 3.8257193221132897e-05 -0.010670821921404302 0.011744758998717839 0.01906278583997012
leaf_weight=0.0010105579523104679 0.0013985402512388416 0.0011182197987127961 0.001111814687245324 0.001435746498456673 0.0011711486415448475 0.0018743990647926705 0.0014382698658637881 0.0011742533845114362
leaf_count=259 1056 501 153 216 433 1032 145 115
internal_value=0 -0.00147531 0.00324981 -0.00389782 0.0148697 -0.00750424 -0.000938592 0.00564031
internal_weight=0 0.0107224 0.00601118 0.00372181 0.00228937 0.00471121 0.00331267 0.00261
internal_count=3910 3651 1418 484 934 2233 1177 331
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=9
num_cat=0
split_feature=14 49 2 4 42 47 12 13
split_gain=1.76166e-05 3.98262e-05 5.29087e-05 5.39996e-05 5.11791e-05 9.07107e-05 5.71633e-05 6.00085e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 -0.08422499999999998 -0.088669999999999985 0.09252500000000001 0.089855000000000004 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.012803022839638354 -0.018973938745895647 0.019477487629604072 0.01420185092127553 0.020708573044021905 -0.023053080815884249 -0.028714677809304947 0.022789688972647833 0.0079873956887349367
leaf_weight=0.0010074593794959777 0.0019574581641472414 0.0010547791716342949 0.0018519635148845819 0.0010085074177710561 0.001042740258771822 0.0011397183257227396 0.0010894994235714707 0.0015465176753674337
leaf_count=196 660 565 456 161 905 223 578 166
internal_value=0 0.00102952 -0.000989752 -0.00460392 0.000223397 -0.00406415 0.00357284 -0.00451316
internal_weight=0 0.0106912 0.0096364 0.00778444 0.00582698 0.00481848 0.00367876 0.00258926
internal_count=3910 3714 3149 2693 2033 1872 1649 1071
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=9
num_cat=0
split_feature=3 133 160 1 2 2 4 0
split_gain=1.71944e-05 2.599e-05 5.88112e-05 4.88391e-05 0.000105057 7.24956e-05 4.89465e-05 4.7061e-05
threshold=-0.15464999999999998 -0.085714999999999986 -0.080184999999999992 0.10113500000000002 0.10393500000000001 0.092175000000000021 1.0000000180025095e-35 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5
right_child=1 2 3 7 -6 -7 -8 -9
leaf_value=0.012367864572237784 0.012250017755288682 -0.021415374284227066 -0.021422894967527768 -0.0065976965785991956 -0.034559145433515667 0.02156813109364162 0.0059122606140313552 0.019362434579473432
leaf_weight=0.0010033709111778753 0.0012454340023800416 0.0014808549454479103 0.0013153435421482595 0.0010791921647686515 0.0010143982857081413 0.0012363189304285221 0.001304922935883762 0.001978583044491021
leaf_count=259 582 703 1008 113 257 307 150 531
internal_value=0 -0.00132534 -0.00312214 0.000294489 -0.00592387 0.00160807 -0.00780967 0.0102002
internal_weight=0 0.010655 0.00940961 0.00792876 0.00487098 0.00385659 0.00262027 0.00305778
internal_count=3910 3651 3069 2366 1722 1465 1158 644
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=9
num_cat=0
split_feature=13 43 2 48 0 2 16 13
split_gain=1.90619e-05 3.95464e-05 4.02535e-05 5.95737e-05 5.44666e-05 4.54567e-05 4.24207e-05 4.22487e-05
threshold=0.17936000000000002 -0.083094999999999988 0.099015000000000006 0.086125000000000021 -0.082074999999999995 0.12663500000000003 -0.087089999999999987 -0.089899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 -4
right_child=-2 2 5 -5 -6 -7 -8 -9
leaf_value=0.014766793130418222 -0.011916570906025504 0.01710303966852279 0.028902415525313047 -0.028930959782527396 -0.01936647298233609 -0.01123906779055903 -0.0082178853282487037 0.0029902252004107713
leaf_weight=0.0017931550621626121 0.0012279713036831225 0.0015235021002005247 0.0010538703982238 0.0010235554267347992 0.0012195139077136865 0.0010453984780157788 0.0011695552544110364 0.00156157827123836
leaf_count=828 221 513 110 231 711 281 526 489
internal_value=0 0.00125829 -0.00155931 -0.00745217 -0.00183318 0.00638638 0.00610653 0.0134313
internal_weight=0 0.0103901 0.00859697 0.00493613 0.00391257 0.00366085 0.00269306 0.00261545
internal_count=3910 3689 2861 1981 1750 880 1039 599
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=9
num_cat=0
split_feature=484 52 52 160 42 3 1 2
split_gain=9.67299e-05 6.7434e-05 8.82034e-05 5.08105e-05 6.91991e-05 0.000102444 8.91928e-05 7.02374e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.079234999999999986 -1.0000000180025095e-35 -0.11266 0.10113500000000002 0.090815000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 -7
right_child=1 3 -4 4 5 6 -8 -9
leaf_value=-0.00058678267294450296 -0.00014904023442334014 -0.00039094156036061843 0.00055353781142256661 -0.00038162413041688026 0.00060865580331129036 5.9193288090872807e-05 0.0003429498175636265 -0.00049333360346925708
leaf_weight=0.0010110756245069194 0.0010731200327939931 0.001342423757101534 0.0019093251064582427 0.0013586612034295013 0.0012542736357197878 0.0019358344515211963 0.0017922171231267055 0.0016288000933583659
leaf_count=627 379 595 430 699 138 454 359 229
internal_value=0 4.41449e-05 0.000300742 -3.8036e-05 2.14071e-05 0.000104235 -1.38725e-05 -0.000193275
internal_weight=0 0.0122947 0.00298245 0.00931221 0.00796979 0.00661113 0.00535685 0.00356463
internal_count=3910 3283 809 2474 1879 1180 1042 683
is_linear=0
shrinkage=0.00196078


Tree=6076
num_leaves=11
num_cat=0
split_feature=484 48 4 12 3 2 2 16 48 43
split_gain=9.35232e-05 5.28914e-05 0.000108627 6.89562e-05 9.35529e-05 7.52555e-05 5.03838e-05 6.61898e-05 5.96948e-05 2.34268e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.097135000000000013 0.086545000000000025 -0.089864999999999987 0.084260000000000015 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 8 9 -10 -11
leaf_value=-0.00058073106804111649 -0.00046559078050277113 -0.0003962570951677726 0.0006505923493924056 -0.00046540916579062208 0.00050657071893149368 -0.0004073553732110398 2.6709510397738655e-05 -0.00011126192552031673 0.0006463764834091745 0.00028495582032568215
leaf_weight=0.001026291372068811 0.001051910808778222 0.0010008552643524836 0.0011301803316728825 0.001131223422602036 0.0015307477290493407 0.0015679637572457552 0.0013983824677709371 0.0010158732323047046 0.0010438595883661668 0.0013181875512872903
leaf_count=627 261 137 368 263 117 517 653 565 134 268
internal_value=0 3.55919e-05 7.42231e-05 9.45953e-06 6.49445e-05 -2.54868e-05 7.58679e-05 -7.61509e-05 0.000291567 0.000112507
internal_weight=0 0.0121892 0.0111883 0.0100581 0.00900624 0.00747549 0.00590753 0.00346528 0.00244224 0.00233406
internal_count=3910 3283 3146 2778 2517 2400 1883 1096 787 833
is_linear=0
shrinkage=0.00196078


Tree=6077
num_leaves=10
num_cat=0
split_feature=15 42 403 42 16 15 160 0 0
split_gain=1.79004e-05 2.58775e-05 7.70175e-05 3.95677e-05 4.06623e-05 4.67756e-05 7.72182e-05 7.66476e-05 3.61561e-05
threshold=0.091915000000000011 0.088915000000000008 0.03138500000000001 -1.0000000180025095e-35 0.061570000000000007 -0.0089749999999999986 -1.0000000180025095e-35 -0.19631499999999999 -0.070894999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -3
right_child=-2 8 -4 4 -6 -7 7 -9 -10
leaf_value=-0.017947596859839848 -0.012673654596371845 -0.022369487572552728 0.029499441105423969 -0.021846891759270282 -0.012351590858214011 0.024491472267048342 -0.0075081671722450815 0.024929288369748923 0.0042583228986771996
leaf_weight=0.0010520316524966194 0.001036602171844197 0.0010177739009008214 0.0010059320413833535 0.0010222984475724744 0.0013702690372565749 0.0011820328772681778 0.0013444811730529446 0.0015898766841976665 0.0010219532857926438
leaf_count=728 630 507 290 380 312 314 109 358 282
internal_value=0 0.00109444 0.00350459 4.61771e-05 0.00295448 0.00703596 0.0018212 0.0100669 -0.0090283
internal_weight=0 0.0106066 0.00856692 0.00756099 0.00650896 0.00513869 0.00395666 0.00293436 0.00203973
internal_count=3910 3280 2491 2201 1473 1161 847 467 789
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=9
num_cat=0
split_feature=11 48 2 150 52 13 12 12
split_gain=1.85765e-05 2.82271e-05 3.62883e-05 4.35799e-05 6.54015e-05 5.82331e-05 5.15812e-05 4.02662e-05
threshold=0.078340000000000007 0.096835000000000018 0.11260500000000001 0.086420000000000011 0.090300000000000005 -0.010739999999999998 0.051320000000000005 0.088885000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0041926771809435055 -0.013104430096236366 0.013916756879511417 0.013587986661716664 -0.022355790556958414 -0.018586128760039868 0.0057037901009566409 -0.02191504834487247 0.031880949129910741
leaf_weight=0.0010865807334235482 0.0010058758284190302 0.0014816833416117876 0.0014422123390538119 0.0010765834796182608 0.0015547768877378475 0.0018817907460262709 0.0010554933074440962 0.0010166610910997153
leaf_count=714 263 341 471 267 677 271 472 434
internal_value=0 0.00111571 -0.000965366 -0.0037012 -0.000656123 0.00487448 -0.00422085 0.0175766
internal_weight=0 0.0105958 0.0091141 0.00767189 0.0065953 0.00504053 0.00293728 0.00210324
internal_count=3910 3647 3306 2835 2568 1891 743 1148
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=10
num_cat=0
split_feature=50 4 156 12 3 2 0 43 1
split_gain=1.68884e-05 3.78467e-05 4.10795e-05 4.91907e-05 6.49076e-05 5.92302e-05 5.04038e-05 7.17427e-05 2.67944e-05
threshold=0.088425000000000017 0.28937500000000005 0.084090000000000012 -0.023959999999999995 0.097615000000000021 0.097775000000000015 -0.077944999999999987 -1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.019532212443229263 -0.012271566845922389 0.017315813873986823 -0.02023095709408217 -0.024205075869808648 0.021192733510705355 -0.020601662356099008 0.02184093097876039 0.018656380958450895 -0.0038013980216746023
leaf_weight=0.0010052896571749416 0.0010385834288996398 0.0012654554776316872 0.0010031136902778201 0.0010141099615873241 0.0016964743583635367 0.0012218224904943856 0.0011915255722638376 0.0011305625946724704 0.0010022159430066666
leaf_count=253 689 396 469 931 114 415 299 255 89
internal_value=0 0.00109434 -0.00112123 0.00119894 0.00407087 -0.00115315 0.00432412 -0.00230838 0.00810323
internal_weight=0 0.0105306 0.00926511 0.008262 0.00725671 0.00556024 0.00433841 0.00314689 0.00213278
internal_count=3910 3221 2825 2356 2103 1989 1574 1275 344
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=10
num_cat=0
split_feature=43 12 42 42 3 52 0 1 4
split_gain=1.6214e-05 4.2796e-05 4.18471e-05 4.05471e-05 4.04704e-05 4.68073e-05 5.04749e-05 4.59787e-05 4.49224e-05
threshold=-0.062599999999999989 0.051320000000000005 0.08221500000000001 0.085195000000000007 -0.089604999999999976 0.11262000000000001 -0.10071499999999999 0.10915500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 -2 6 7 8 -6
right_child=2 3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.021432296851866248 0.017649070804416557 -0.016812851832239468 -0.021357611808734696 0.0078488376013974102 -0.0075903997487858799 0.015965827091534598 -0.026623414531191908 -0.01874408651837195 0.020742361672396233
leaf_weight=0.0011405481893744791 0.0011008894491737484 0.0010744584448315383 0.0010481647487183346 0.0017566064748078436 0.0011312830207885452 0.0010153410251085362 0.001080705269187522 0.0010740289979721184 0.0011074088521721009
leaf_count=363 317 677 766 722 101 154 538 145 127
internal_value=0 0.00507783 -0.0028138 -0.00151088 0.000172062 -0.00338517 -0.00785728 -0.00173522 0.00642491
internal_weight=0 0.00397161 0.00755782 0.00283106 0.00650966 0.00540877 0.00439343 0.00331272 0.00223869
internal_count=3910 1762 2148 1399 1382 1065 911 373 228
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=9
num_cat=0
split_feature=52 160 133 13 13 3 0 52
split_gain=1.51121e-05 3.37126e-05 3.773e-05 3.74771e-05 8.90808e-05 4.19528e-05 3.09208e-05 5.03273e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.070604999999999987 -0.032959999999999996 -0.14733499999999997 -0.24456499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 -1 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.0067416907918242397 -0.016729951397822105 -0.016077116445797349 -0.012410414398023061 0.034343787630240659 -0.011983864840389156 0.011373740916949718 -0.0050629482609593872 0.024259878793187282
leaf_weight=0.0014004400513031243 0.0013904374970377352 0.0011302444434388081 0.0010868400686502621 0.001004459146954476 0.0014927966188280502 0.0015858572451732268 0.0010087065008845472 0.0013944997929224139
leaf_count=128 924 742 105 292 478 179 427 635
internal_value=0 -0.00263653 0.000473855 0.00409219 0.00848485 4.79614e-05 0.00506935 0.0119521
internal_weight=0 0.00769064 0.0063002 0.00516995 0.00408311 0.00307865 0.00380365 0.00240321
internal_count=3910 2720 1796 1054 949 657 1190 1062
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=9
num_cat=0
split_feature=15 403 13 12 3 3 150 4
split_gain=1.50021e-05 2.32578e-05 5.58035e-05 7.17367e-05 5.96693e-05 4.16218e-05 3.08029e-05 3.02585e-05
threshold=0.091915000000000011 0.03138500000000001 0.11202500000000001 0.084100000000000022 -0.076734999999999984 0.0066850000000000008 0.084475000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.017774778822624484 -0.011617050315427967 0.013608582831039211 0.019874305793217112 -0.027246085323293909 0.0010377795816103048 0.0042919162927419607 0.012066700187992982 -0.01846273361353749
leaf_weight=0.0014898515903332557 0.001025564857961357 0.0012935121444850326 0.0011504458443744809 0.0018174727165753291 0.0012650702202034137 0.0010362067224339716 0.0010439185071344712 0.0013402859712955701
leaf_count=579 630 388 183 1422 248 145 125 190
internal_value=0 0.00105794 -0.000717626 -0.00368153 -0.0156384 0.00382472 -0.00225159 -0.00854117
internal_weight=0 0.0104368 0.00914325 0.00799281 0.00308254 0.00491026 0.00342041 0.00237649
internal_count=3910 3280 2892 2709 1670 1039 460 335
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=8
num_cat=0
split_feature=4 16 151 15 15 16 0
split_gain=1.76353e-05 2.78272e-05 2.55054e-05 3.8227e-05 3.07443e-05 7.51781e-05 4.89809e-05
threshold=0.27608500000000008 -0.38486499999999996 -0.0074049999999999993 -0.075094999999999981 1.0000000180025095e-35 -0.083144999999999983 -0.032484999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.017334747337227167 0.0099355161614085273 0.011360709877942679 -0.016506415228985286 0.020598848156354627 0.0088915289084562626 -0.028068918474520796 -0.0032501850652786332
leaf_weight=0.0010107573113154892 0.001526441139006224 0.0016584270637729787 0.0015160717114799296 0.0015322801597168847 0.0012150898902021198 0.0010059012828581254 0.0019661868482715185
leaf_count=182 441 555 659 416 482 913 262
internal_value=0 -0.00161166 0.000175195 -0.00238859 0.00135366 -0.0078481 0.00719536
internal_weight=0 0.00990471 0.00889396 0.00723553 0.00571946 0.00222099 0.00349847
internal_count=3910 3469 3287 2732 2073 1395 678
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=11
num_cat=0
split_feature=48 48 51 2 160 2 4 3 4 16
split_gain=8.48413e-05 9.52748e-05 5.55636e-05 6.42848e-05 4.8553e-05 0.000115265 8.49961e-05 5.45008e-05 6.7041e-05 6.19251e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11260500000000001 0.08234000000000001 0.10066500000000002 0.15045000000000003 -0.075679999999999983 -1.0000000180025095e-35 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-1.6580700353418729e-05 -0.00052210254979901175 0.00061857254903995116 -0.00043529400997394536 0.00042200825098342326 0.00030467739757124253 -0.00069663506536249984 0.00052955146751802512 0.00041576618885965819 -0.00021084334377201086 -0.0006800386565641507
leaf_weight=0.0011499947742745369 0.0011209528867076055 0.0010089092869112271 0.0010715367247795685 0.0014112707056496169 0.0013794495080168617 0.0010490671539168887 0.0010004281631393521 0.0012671308664338587 0.0013621274434428392 0.0010211625890387114
leaf_count=705 161 239 364 433 387 239 168 261 151 802
internal_value=0 4.2539e-05 -1.17138e-05 3.53663e-05 -3.09398e-05 -9.85271e-05 9.63913e-06 -9.87129e-05 9.11415e-05 -0.000328626
internal_weight=0 0.0117211 0.0107122 0.00964063 0.00822936 0.00684991 0.00580084 0.00480042 0.00262926 0.00217116
internal_count=3910 3749 3510 3146 2713 2326 2087 1919 412 1507
is_linear=0
shrinkage=0.00196078


Tree=6085
num_leaves=10
num_cat=0
split_feature=457 16 15 15 49 51 4 43 15
split_gain=9.08674e-05 8.79599e-05 6.28279e-05 9.79662e-05 0.000134456 6.95862e-05 4.88404e-05 0.000101422 6.85311e-05
threshold=-0.0034949999999999994 -0.49150499999999991 -0.14097499999999996 -0.074174999999999977 -1.0000000180025095e-35 0.083165000000000017 -0.08422499999999998 0.0050750000000000005 0.085285000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -6 -8
right_child=1 2 3 4 6 -7 8 -9 -10
leaf_value=-0.00056505191197029909 0.00048515911545317765 -0.00045870262010481441 9.5555456904399246e-05 -0.00069691302780541592 -0.00043407043406717245 0.00075317942194032381 0.00043049715654354577 0.00034735157629141929 -0.00019521705004549382
leaf_weight=0.0010072439670056879 0.0015431494321860783 0.0011037769887628909 0.0015224951327148023 0.0011537724953157641 0.0017607850829747165 0.001042023156854411 0.0019256229017256318 0.0010019709109742037 0.0010345109950250196
leaf_count=316 311 368 472 232 661 221 439 66 824
internal_value=0 4.79276e-05 -1.60569e-05 3.56933e-05 -8.62812e-05 0.000362763 3.68262e-05 -0.000150671 0.000211822
internal_weight=0 0.0120881 0.010545 0.00944118 0.00687666 0.00256452 0.00572289 0.00276276 0.00296013
internal_count=3910 3594 3283 2915 2222 693 1990 727 1263
is_linear=0
shrinkage=0.00196078


Tree=6086
num_leaves=9
num_cat=0
split_feature=0 4 4 12 2 1 3 0
split_gain=1.58566e-05 4.43253e-05 3.10992e-05 4.78703e-05 3.70006e-05 5.52308e-05 5.20929e-05 4.65384e-05
threshold=1.0000000180025095e-35 -0.48072499999999996 -0.06272999999999998 0.086865000000000012 0.089710000000000012 0.083370000000000014 0.090325000000000003 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 -4
right_child=1 -3 4 -5 5 6 -8 -9
leaf_value=-0.025578747737150621 -0.006971851427441127 0.022290484878203273 0.0082902656695052531 0.0039172829705759115 -0.010760653620215273 0.03359527151637378 0.0052779074231043867 -0.016448713247051328
leaf_weight=0.0012093688655115779 0.0010217076422878758 0.0010492479055041514 0.0012584203640936824 0.0010095242052040087 0.0011435267668794178 0.0010032690731214633 0.0018430742359582593 0.0019214755848436893
leaf_count=480 187 207 158 828 694 268 250 838
internal_value=0 0.00785389 -0.00181337 -0.012159 0.00138839 0.00780165 0.0152591 -0.00665844
internal_weight=0 0.00207096 0.00938866 0.00221889 0.00716977 0.00398987 0.00284634 0.0031799
internal_count=3910 394 3516 1308 2208 1212 518 996
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=9
num_cat=0
split_feature=13 47 51 0 16 1 15 12
split_gain=1.45157e-05 3.62834e-05 4.78932e-05 7.05613e-05 6.76699e-05 4.6709e-05 5.69116e-05 5.27572e-05
threshold=-0.23438999999999996 0.11669500000000001 0.08955500000000001 -0.10575999999999998 -0.27337499999999998 0.092550000000000007 0.088190000000000004 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=0.0095704929598225737 -0.0034721051571427138 -0.019046672501387179 -0.01822453233938796 0.0073167492066210753 0.027293082597413344 -0.020326392662367666 0.019887289741878568 -0.02263421163769852
leaf_weight=0.0013768224810735965 0.0011616759862802988 0.0010417936711524167 0.001168205815552356 0.0012260269109262976 0.0018591806014900134 0.0012886615573458686 0.0011755829166478367 0.0011303092374591154
leaf_count=210 228 164 389 613 250 637 576 843
internal_value=0 -0.00137803 0.000665009 0.00347915 0.0154623 -0.00403018 0.00191568 -0.00705041
internal_weight=0 0.0100514 0.00900964 0.00784144 0.00302086 0.00482058 0.00353192 0.00235634
internal_count=3910 3700 3536 3147 478 2669 2032 1456
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=10
num_cat=0
split_feature=48 48 4 42 13 160 133 2 16
split_gain=6.54647e-05 7.47019e-05 3.58048e-05 4.48053e-05 7.35419e-05 6.5249e-05 0.000104015 6.267e-05 0.000120575
threshold=0.11930500000000001 0.092755000000000018 0.28937500000000005 0.086325000000000013 -0.062819999999999987 -0.026849999999999995 0.083815000000000014 0.093070000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.00038266870729038887 -0.00046867468352490419 0.00049120265701458731 0.00033170841840133517 -0.00059344065072431101 0.00010905132350637804 0.00027870822777371093 0.00038351656864605015 -0.0006024727434482363 -0.00052523257593750671
leaf_weight=0.001500059414144053 0.0010925834151498037 0.001225539615926907 0.0010020162346339742 0.0013407465833008619 0.0010004804326280096 0.0016229399278010221 0.0014022936300391231 0.0012438911728427657 0.0012852665405216779
leaf_count=446 161 287 366 982 195 286 391 355 441
internal_value=0 3.33381e-05 -2.06288e-05 -5.82043e-05 -0.000293244 1.98004e-05 -7.81985e-05 -0.000234134 -7.65892e-05
internal_weight=0 0.0116232 0.0103977 0.00939568 0.00234123 0.00705445 0.00555439 0.0041521 0.00290821
internal_count=3910 3749 3462 3096 1177 1919 1473 1082 727
is_linear=0
shrinkage=0.00196078


Tree=6089
num_leaves=10
num_cat=0
split_feature=43 13 0 42 3 52 3 2 52
split_gain=1.65892e-05 4.02029e-05 4.15628e-05 3.67526e-05 3.54965e-05 4.40528e-05 4.08038e-05 7.19047e-05 1.46032e-05
threshold=-0.062599999999999989 0.17936000000000002 -0.077944999999999987 0.08221500000000001 -0.089604999999999976 0.11262000000000001 0.084925000000000014 0.093070000000000014 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6 -8 -9
right_child=3 -3 -4 -5 5 -7 7 8 -10
leaf_value=-0.0008874126861535376 0.0165291665607562 -0.011040622509463142 0.023356445433446112 -0.02034949560853104 -0.02459796222873805 0.0154358794567619 0.017268578542594247 -0.0052717589182238664 -0.022036024873097332
leaf_weight=0.0013835026198855452 0.0010792425679040426 0.0010978383056854594 0.0014464322260652352 0.0010314869008920804 0.0010771015677988418 0.0010135779002757531 0.0012049894733252636 0.0010676744897330746 0.0010122433289200595
leaf_count=1037 317 206 519 766 500 154 126 155 130
internal_value=0 0.00520268 0.0115041 -0.00282197 -2.10608e-05 -0.00334381 -0.00770755 -0.00216928 -0.0134305
internal_weight=0 0.00392777 0.00282993 0.00748632 0.00645483 0.00537559 0.00436201 0.00328491 0.00207992
internal_count=3910 1762 1556 2148 1382 1065 911 411 285
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=11
num_cat=0
split_feature=48 48 51 2 2 159 133 13 4 3
split_gain=3.95049e-05 8.39398e-05 5.41539e-05 5.6791e-05 4.36175e-05 6.19952e-05 8.00901e-05 8.89769e-05 5.92815e-05 4.70268e-05
threshold=0.11930500000000001 0.095285000000000009 0.089355000000000004 0.11260500000000001 0.10113500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.081284999999999982 0.00046500000000000008 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0003590022328834523 -0.00036632137235583049 0.00057113579719379314 -0.00044184627949951535 0.00038752364461410946 -0.00036604463506407836 -0.00042290669995020914 0.0007274045917850466 4.4351509759526673e-06 -0.00019736132904670363 0.0006019519920359602
leaf_weight=0.0011689775219670476 0.0010657123937167111 0.0010005266414025915 0.0010671968966259994 0.0014082667247519312 0.001314205874399013 0.0010196178869077829 0.0010189549912310103 0.0010246978516422166 0.0016932829477747952 0.001001225777381042
leaf_count=693 161 243 362 432 313 420 458 512 173 143
internal_value=0 2.79892e-05 -2.27211e-05 2.36338e-05 -3.85499e-05 2.35853e-05 0.000100653 0.000214057 7.34151e-05 0.000299732
internal_weight=0 0.011717 0.0107164 0.00964923 0.00824096 0.00692676 0.00590714 0.00473816 0.00371921 0.00202592
internal_count=3910 3749 3506 3144 2712 2399 1979 1286 828 655
is_linear=0
shrinkage=0.00196078


Tree=6091
num_leaves=10
num_cat=0
split_feature=1 4 12 4 1 47 12 43 4
split_gain=1.63051e-05 5.29953e-05 2.85976e-05 7.0131e-05 6.47821e-05 8.16813e-05 2.78339e-05 2.10305e-05 1.67723e-05
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 -0.034289999999999994 0.092550000000000007 0.09252500000000001 0.088285000000000016 0.0016850000000000001 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 -5 8 -3 -1 -6
right_child=2 6 3 4 5 -7 -8 -9 -10
leaf_value=-0.0024975385382072662 0.017083279011139551 -0.02688488006251992 -0.021843793934692057 0.027997793468832945 0.020311882684904404 -0.02062769253367271 -0.0045829802801400461 0.016219556253708436 0.00227722119398749
leaf_weight=0.0013897954982721346 0.0012010245467261047 0.0011163521892334385 0.0011560126981939286 0.0010143834778254491 0.0010530738254806123 0.0012860818525434158 0.001122130950107035 0.001056758716400534 0.0010105023874382552
leaf_count=534 443 746 603 136 164 172 829 91 192
internal_value=0 -0.00458622 0.00309896 5.63299e-05 0.00585756 -0.000847206 -0.0157051 0.00558708 0.0114806
internal_weight=0 0.00468504 0.00672108 0.00552005 0.00436404 0.00334966 0.00223848 0.00244655 0.00206358
internal_count=3910 2200 1710 1267 664 528 1575 625 356
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=8
num_cat=0
split_feature=1 1 1 4 43 3 4
split_gain=1.65591e-05 3.48535e-05 3.2182e-05 3.95822e-05 2.86965e-05 6.14874e-05 2.62972e-05
threshold=0.10498500000000001 0.092550000000000007 0.088010000000000019 -0.15796999999999997 -0.075819999999999985 0.12046500000000002 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -5
right_child=4 -3 -4 6 5 -7 -8
leaf_value=0.0086819204305532138 -0.0087153061872016768 -0.019713312356835985 0.015184861578496642 -0.018505270883823255 0.023581168669630812 -0.0056495402674972203 -0.00093577948580837234
leaf_weight=0.0017821817948921711 0.001087994809723877 0.0010520276693993134 0.0011364973544609443 0.0017017454614344511 0.0015869852974313549 0.0013166849644988805 0.0017058842975923145
leaf_count=167 312 427 299 1534 314 233 624
internal_value=0 -0.00285921 -5.64748e-05 -0.00339412 0.00513623 0.0103263 -0.00970986
internal_weight=0 0.00737834 0.00632631 0.00518981 0.00399167 0.00290367 0.00340763
internal_count=3910 3051 2624 2325 859 547 2158
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=9
num_cat=0
split_feature=484 4 12 47 13 1 48 4
split_gain=8.19856e-05 5.53681e-05 6.91908e-05 8.78539e-05 9.19125e-05 9.0911e-05 7.49133e-05 5.11753e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.09547499999999999 0.09112000000000002 0.083775000000000002 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00053062388242331707 -0.00047405167244553249 0.00037902273505269581 0.00035469563675645689 0.00048925351843832573 5.730481767216492e-05 -0.00052708708135462017 0.00040710463691637618 -0.00045483354713714866
leaf_weight=0.0010387985123699551 0.0011008173752703318 0.0016342343993220243 0.0017873788302065546 0.001449920810788906 0.0017439129125068494 0.0017573572851535182 0.0012473894006163168 0.0013163927082031437
leaf_count=627 276 447 223 200 523 449 187 978
internal_value=0 4.35023e-05 -9.20462e-06 4.58042e-05 -3.6077e-05 -0.000151238 2.09232e-06 -0.000162992
internal_weight=0 0.0120374 0.0104032 0.00930235 0.00785243 0.00606505 0.0043077 0.00306031
internal_count=3910 3283 2836 2560 2360 2137 1688 1501
is_linear=0
shrinkage=0.00196078


Tree=6094
num_leaves=10
num_cat=0
split_feature=48 48 51 0 40 4 42 2 0
split_gain=4.61759e-05 7.50798e-05 4.48707e-05 6.29591e-05 4.13127e-05 5.70486e-05 4.49345e-05 3.82054e-05 3.407e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 -1.0000000180025095e-35 0.070230000000000015 0.086325000000000013 0.084235000000000018 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=0.00046827587378947566 -0.00040078404289912929 0.0004924696573833339 -0.00037803321740433282 -0.00037571505033483422 0.00026890076292613072 3.5930388754992366e-05 -0.00042706103532320715 -0.00015967343078908937 0.0005419887213122844
leaf_weight=0.0010662461064474393 0.0010571328126452928 0.0011950251789738841 0.0012313326701072517 0.001191904160260447 0.0013543010095936347 0.0010082645985392507 0.0012004241011194486 0.0019528704819129731 0.0010381020385103906
leaf_count=139 161 287 395 304 386 157 903 960 218
internal_value=0 2.78573e-05 -2.74249e-05 2.15663e-05 -3.99249e-05 2.1142e-05 -0.000102117 1.58296e-05 0.000292649
internal_weight=0 0.0112385 0.0100434 0.00881211 0.00774587 0.00655396 0.0045076 0.00330717 0.00204637
internal_count=3910 3749 3462 3067 2928 2624 2249 1346 375
is_linear=0
shrinkage=0.00196078


Tree=6095
num_leaves=11
num_cat=0
split_feature=457 4 16 16 160 52 3 2 13 3
split_gain=4.75228e-05 8.4665e-05 5.37619e-05 3.71898e-05 6.46182e-05 4.65268e-05 9.60983e-05 6.6908e-05 5.72131e-05 2.53218e-05
threshold=-1.0000000180025095e-35 0.25367000000000006 -0.50388999999999984 -0.094359999999999986 0.084835000000000008 0.083750000000000005 -0.078884999999999997 0.10137500000000001 -0.00059999999999999995 -0.053439999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 6 -5 -7 -8 -2
right_child=1 2 -4 4 -6 7 8 -9 -10 -11
leaf_value=-0.0004083727745457073 -6.9804844914089374e-05 0.00070987041136786483 8.5287697764630131e-05 -0.0006980805844336599 0.00046732945573987926 0.00041864431522963734 0.00036753099671900196 -0.00023218116023242323 -0.00022306051529855984 -0.00048454996885882436
leaf_weight=0.0010353102930157976 0.0011843561047282594 0.0010158806871770126 0.0011074791526304757 0.0010505253732949445 0.0010587863651548126 0.0014712554357525836 0.0010183637692913697 0.0010342115808305097 0.0016563807405018307 0.00108396125806283
leaf_count=320 351 217 278 830 301 741 353 153 233 133
internal_value=0 2.99419e-05 0.000384107 -4.87392e-05 1.94891e-05 -5.66122e-05 -0.000195568 0.000149995 1.79722e-06 -0.000267999
internal_weight=0 0.0116812 0.00212336 0.00955784 0.00728952 0.00623074 0.00372527 0.00250547 0.00267474 0.00226832
internal_count=3910 3590 495 3095 2611 2310 1416 894 586 484
is_linear=0
shrinkage=0.00196078


Tree=6096
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 0 4 133 52
split_gain=4.12102e-05 6.52392e-05 4.27757e-05 6.19721e-05 6.10685e-05 8.17413e-05 4.85618e-05 3.99693e-05 6.4279e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11198000000000001 -1.0000000180025095e-35 -0.10209999999999998 -0.06272999999999998 0.065880000000000008 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0004622231809703921 -0.00037419641940730455 0.000464232582487824 -0.00036009402849752442 0.00035592270694550235 -0.00067936565745038593 3.230144095885234e-05 0.00045279835699516593 0.00025777214259763273 0.00018657037904997145
leaf_weight=0.0013356391781500379 0.0010581666438392633 0.0011926038509163612 0.0012507811640353533 0.001766938449450044 0.0011700431927119464 0.0013211560368456717 0.0010357677256165169 0.0012335244486624164 0.0010475958079437327
leaf_count=576 161 287 395 421 245 402 672 410 341
internal_value=0 3.03836e-05 -2.05353e-05 2.71282e-05 -5.41962e-05 -0.000301948 7.84625e-05 -2.87398e-05 -0.000177034
internal_weight=0 0.011354 0.0101614 0.00891066 0.00714373 0.0024912 0.00465253 0.00361676 0.00238323
internal_count=3910 3749 3462 3067 2646 647 1999 1327 917
is_linear=0
shrinkage=0.00196078


Tree=6097
num_leaves=11
num_cat=0
split_feature=484 133 133 160 15 3 3 15 48 12
split_gain=0.000140998 4.86644e-05 0.000100745 5.77995e-05 5.43261e-05 9.43175e-05 8.9541e-05 0.000100822 8.86938e-05 6.80112e-05
threshold=-0.0043499999999999988 0.10599500000000002 0.083815000000000014 0.086110000000000006 0.024640000000000006 -0.10628499999999998 -0.032959999999999996 -0.017214999999999998 0.082070000000000018 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 -6
right_child=1 -3 -4 -5 9 6 7 -9 -10 -11
leaf_value=-0.00082283832276485054 0.00049262735396414731 -0.00046423534632242529 0.00046848358015638762 -0.00046717069114723497 -0.00066957820279838235 -0.00058552278744060187 -0.00046186750293410157 0.00058841183835591914 0.00024895787408159222 3.4445195784947838e-05
leaf_weight=0.0010039654705133834 0.001484734497996824 0.0010388533959172419 0.001414277570795615 0.001355822116474943 0.0010119357281172404 0.0010289891047648718 0.001450359684797637 0.0010342110502302424 0.0012622128321796381 0.0011021216722913634
leaf_count=612 263 481 514 161 452 445 223 131 179 449
internal_value=0 -5.8348e-05 -2.05131e-05 -9.15871e-05 -3.0781e-05 6.09903e-05 -7.32009e-05 6.74995e-05 -0.000131107 -0.00030255
internal_weight=0 0.0121835 0.0111447 0.00973039 0.00837456 0.00626051 0.00477577 0.00374678 0.00271257 0.00211406
internal_count=3910 3298 2817 2303 2142 1241 978 533 402 901
is_linear=0
shrinkage=0.00196078


Tree=6098
num_leaves=10
num_cat=0
split_feature=43 16 13 52 1 15 2 16 12
split_gain=1.71075e-05 5.07039e-05 8.46239e-05 4.52835e-05 4.04681e-05 6.34848e-05 7.98644e-05 9.54201e-05 1.92422e-05
threshold=-0.074254999999999988 0.22945500000000005 -0.003375 -0.087604999999999988 0.11649500000000002 -0.10469999999999999 0.106035 -0.057604999999999996 0.086515000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 8 -7
right_child=3 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.011899868077296543 -0.021925561698807328 0.02353616023399498 -0.024420973438416191 -0.022485824331703388 0.018692305406961828 -0.010572971577945969 -0.021521382226656338 0.034499070416649548 0.0083522517438244272
leaf_weight=0.0016761978688328604 0.0010745191289733376 0.001089544327650834 0.0010391628322682152 0.0012978666195327592 0.0010044920022846543 0.0011525072989030391 0.0010289842004680789 0.0010941790195808294 0.001006368708862219
leaf_count=942 421 240 374 221 280 274 170 388 600
internal_value=0 0.00531232 -0.00200004 -0.00289124 0.000215006 -0.00311127 0.00276107 0.0104419 -0.0017509
internal_weight=0 0.00380491 0.00271536 0.00765892 0.0065844 0.00557991 0.00428204 0.00325306 0.00215888
internal_count=3910 1556 1316 2354 1933 1653 1432 1262 874
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=8
num_cat=0
split_feature=159 15 16 2 4 150 15
split_gain=1.63765e-05 2.70346e-05 5.16235e-05 4.80152e-05 4.77889e-05 4.54452e-05 4.30509e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.11085000000000002 -0.08422499999999998 0.085285000000000014 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.011941813038714513 0.015819565246837673 -0.01968064558635535 -0.01506018064276486 0.019077776976556732 -0.0022385234285656266 -0.014889575278816715 0.019186537250962213
leaf_weight=0.001067879507978286 0.0011088041726183577 0.0012411643786232043 0.0018308331444405156 0.0013975141881617482 0.0017874664339196842 0.0010098798641972823 0.0019731422207900089
leaf_count=633 408 261 597 352 590 213 856
internal_value=0 0.0010651 -0.000705447 0.0022389 -0.00132593 0.00394505 0.00900293
internal_weight=0 0.0103488 0.00924 0.00799884 0.00660132 0.00477049 0.00376061
internal_count=3910 3277 2869 2608 2256 1659 1446
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=8
num_cat=0
split_feature=4 2 15 52 47 49 4
split_gain=1.67264e-05 5.15131e-05 4.92679e-05 3.35149e-05 4.488e-05 3.26791e-05 7.42321e-05
threshold=0.15927500000000003 0.10796500000000002 0.088615000000000013 -0.092854999999999979 0.087850000000000025 -0.0019649999999999997 -0.08422499999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.012457196245626329 0.020038418550025389 -0.0066625521982674497 -0.022404481857693882 -0.0036832718145038989 -0.014962420663181125 -0.0007714695158321115 0.029546148012217173
leaf_weight=0.0015690821171190214 0.0014180919697324482 0.001473127525467115 0.0010726961075430098 0.001593121334000254 0.0010289533085346371 0.001678758588052962 0.0015563169075524658
leaf_count=657 287 323 839 367 264 439 734
internal_value=0 0.0064338 -0.00237148 0.000522225 0.0039993 0.0080403 0.0138136
internal_weight=0 0.00289122 0.00849893 0.00742623 0.00585715 0.0048282 0.00323508
internal_count=3910 610 3300 2461 1804 1540 1173
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=10
num_cat=0
split_feature=484 4 16 47 47 13 43 0 42
split_gain=9.9269e-05 5.33122e-05 4.21271e-05 5.42011e-05 4.02629e-05 4.92897e-05 6.02366e-05 0.000144061 3.52483e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.30307999999999996 0.10783500000000001 0.077065000000000008 -0.09547499999999999 -0.083094999999999988 -0.11991499999999998 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00057547867743498521 -0.00036883871381734786 0.00036968828075237612 0.00033231186279651269 0.00042840420248489399 -0.00037017558193347394 -3.8047428528753095e-05 0.00018319101625173114 -0.00061554912512558498 0.00047447529711062947
leaf_weight=0.0010639232282463286 0.001086673020499679 0.0017135121850837274 0.001654867669935561 0.0011989110878873966 0.0010828292794831792 0.0010580102746888058 0.001759020226209498 0.0017141587908067349 0.0010068845373490437
leaf_count=627 131 447 211 135 230 410 123 1403 193
internal_value=0 4.88761e-05 -3.17367e-06 3.87653e-05 -1.76817e-05 3.53829e-05 -5.33444e-05 -0.000211021 0.000211869
internal_weight=0 0.0122749 0.0105614 0.00947468 0.00827577 0.00719294 0.00553807 0.00347318 0.00206489
internal_count=3910 3283 2836 2705 2570 2340 2129 1526 603
is_linear=0
shrinkage=0.00196078


Tree=6102
num_leaves=11
num_cat=0
split_feature=48 4 12 3 150 49 43 12 2 2
split_gain=4.21124e-05 7.92246e-05 5.75572e-05 0.000115834 5.30222e-05 5.75857e-05 6.69735e-05 0.000103749 6.32676e-05 7.10959e-06
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.086645000000000014 -0.0090499999999999973 -0.074254999999999988 0.086935000000000012 0.084235000000000018 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 9 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00045013645734423184 -0.00037542176716255058 0.00048125475788774044 0.00040675731138080764 0.00051839199586829852 -0.00045794941609571011 0.00053764719773170811 -0.00010618565411956982 -0.00070722355480332512 -0.00013956664713784254 0.00012309429938975525
leaf_weight=0.0011238354733572641 0.0010980877711544651 0.0013063601752847246 0.0010766530066536936 0.0015004848625564914 0.0011883397305119262 0.0010116283999444078 0.0010615300013931167 0.0012576852277539456 0.0011149199623019096 0.0010191815838676999
leaf_count=275 161 388 226 130 219 285 137 1086 614 389
internal_value=0 2.62382e-05 -3.11696e-05 1.98411e-05 -7.69344e-05 -7.71958e-06 -8.9376e-05 -0.00026262 0.000182593 6.12107e-06
internal_weight=0 0.0116606 0.0103543 0.00923042 0.00772994 0.0065416 0.00546495 0.0033384 0.00212655 0.00208071
internal_count=3910 3749 3361 3086 2956 2737 2511 1612 899 526
is_linear=0
shrinkage=0.00196078


Tree=6103
num_leaves=10
num_cat=0
split_feature=484 52 52 43 12 47 2 3 4
split_gain=0.000102093 5.10528e-05 6.28028e-05 3.7842e-05 4.5639e-05 8.10016e-05 6.60446e-05 0.000115222 3.95111e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.15109999999999998 0.091475000000000015 0.09550500000000002 0.086650000000000019 0.11265500000000002 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -8
right_child=1 3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00060811578384306706 -0.00011217858089168665 0.00026421859750389286 0.00049587226475534141 -0.00043492323516739406 -0.00036941366307842129 0.00048936021860074167 0.00059682775811089597 -0.00046114137338726906 6.1512561603779137e-05
leaf_weight=0.0010097404726884971 0.0010329358722375331 0.0014119474287405762 0.0017758273825630084 0.0016141005675730869 0.0016904395019377433 0.0010515034663359044 0.001018779607776014 0.0011104299869008332 0.001105143335830052
leaf_count=627 379 222 430 727 678 117 350 135 245
internal_value=0 4.147e-05 0.000272259 -3.05369e-05 -8.53666e-05 -3.98222e-06 -0.000110975 5.06905e-05 0.000318287
internal_weight=0 0.0118111 0.00280876 0.00900234 0.0075904 0.00589996 0.00484845 0.00323435 0.00212392
internal_count=3910 3283 809 2474 2252 1574 1457 730 595
is_linear=0
shrinkage=0.00196078


Tree=6104
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 1
split_gain=7.37716e-05 5.86397e-05 8.41055e-05 9.01729e-05 0.000101433 0.000104554 0.000107794 4.57571e-05 4.28106e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00051271652683287992 -0.00042691801143555133 -0.00041233135471138965 0.00048957278925396261 0.00062225223445431176 -0.00062367576950657182 0.00058899659497161966 -0.00013474999660088565 -0.00031075414595026571 0.00034383178649958557
leaf_weight=0.0010320761361205235 0.0011510957043927581 0.0010382993711909238 0.001712020497987069 0.001263973646519004 0.0010182978551029802 0.0011727308644007292 0.0015962937610456735 0.0018989569318961994 0.0013070069882397347
leaf_count=627 348 480 279 469 705 394 121 277 210
internal_value=0 3.33055e-05 7.49142e-05 0.000132858 6.17999e-05 -4.29229e-05 5.60529e-05 -7.40941e-05 8.06978e-05
internal_weight=0 0.0121587 0.0111204 0.00996928 0.00870531 0.00699329 0.00597499 0.00480226 0.0029033
internal_count=3910 3283 2803 2455 1986 1707 1002 608 331
is_linear=0
shrinkage=0.00196078


Tree=6105
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 3 12 48 0
split_gain=0.000149419 7.46455e-05 8.15271e-05 9.11184e-05 8.57777e-05 0.000109635 8.46738e-05 5.28746e-05 7.013e-05
threshold=-0.0043499999999999988 0.10681500000000001 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -1.0000000180025095e-35 0.088325000000000015 0.086285000000000014 -0.14293499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -7
right_child=1 -3 -4 6 5 7 -8 -9 -10
leaf_value=-0.00072509932985073613 0.00051130306846674286 -0.00046397300135481894 0.00051048157724395535 -0.000705659555028774 -0.00040634756466600416 0.00071890045623321805 5.353070201784108e-05 -6.8463310374804455e-05 7.7771691680192422e-05
leaf_weight=0.0010352618230434875 0.0017485179961698885 0.0010049330643394421 0.0015591447588080903 0.0011075539842210522 0.0016928146061379896 0.0011595895559559088 0.0011526104706591606 0.0019504912796139313 0.0015102906012062359
leaf_count=612 284 472 523 467 627 109 463 169 184
internal_value=0 4.9162e-05 9.25645e-05 2.94371e-05 0.000126983 2.0541e-05 -0.000318497 0.000176945 0.000356228
internal_weight=0 0.0128859 0.011881 0.0103219 0.0080617 0.00631319 0.00226016 0.00462037 0.00266988
internal_count=3910 3298 2826 2303 1373 1089 930 462 293
is_linear=0
shrinkage=0.00196078


Tree=6106
num_leaves=10
num_cat=0
split_feature=484 4 12 47 1 52 1 42 2
split_gain=9.25108e-05 5.25889e-05 5.08462e-05 8.19644e-05 8.37722e-05 6.06714e-05 4.96833e-05 3.52633e-05 3.05314e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.09112000000000002 -0.068164999999999989 0.10915500000000002 0.08622500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -7
right_child=1 -3 3 -5 6 7 -8 -9 -10
leaf_value=-0.00057709712547390367 -0.00040922389374189517 0.00036692880466404664 0.00038898321742618293 0.00046394223212209526 -0.00068728520418522259 -0.00042509818909709329 -7.844646219817184e-05 0.00021329050955499901 -8.0971914318028052e-06
leaf_weight=0.0010125454396154648 0.0011038950344775282 0.0016348681115640413 0.0016992685405657522 0.0014517291077941344 0.0010303026715523739 0.0011270689935701747 0.0010309216546964713 0.0013189584330945674 0.0016831371810836515
leaf_count=627 276 447 375 200 355 546 157 562 365
internal_value=0 3.992e-05 -1.12626e-05 3.57655e-05 -4.30208e-05 7.7133e-05 -0.000382774 -5.12022e-05 -0.000175341
internal_weight=0 0.0120801 0.0104453 0.00934139 0.00788966 0.00582843 0.00206122 0.00412916 0.00281021
internal_count=3910 3283 2836 2560 2360 1848 512 1473 911
is_linear=0
shrinkage=0.00196078


Tree=6107
num_leaves=8
num_cat=0
split_feature=11 3 133 3 160 2 47
split_gain=1.58023e-05 3.06183e-05 2.89736e-05 4.92095e-05 4.7595e-05 4.80781e-05 4.51766e-05
threshold=0.077330000000000024 -0.10628499999999998 0.083815000000000014 -0.075954999999999981 1.0000000180025095e-35 0.10679500000000001 0.09550500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.014947019722390376 -0.011583545065573481 -0.021352677058940884 0.010008481425679188 0.0034991616255593775 -0.016387166012761762 -0.0079996734345734646 0.030129964351862101
leaf_weight=0.0013764570312906977 0.0010938024026071877 0.0013248729834971253 0.0018762578919976044 0.0017522960261627915 0.0013635100402324442 0.0017549500795789891 0.0010008422731482701
leaf_count=247 279 1101 1174 428 194 403 84
internal_value=0 0.00104952 -0.00105892 -0.0039444 -1.63812e-05 0.0049351 0.0131802
internal_weight=0 0.0104492 0.00907273 0.00719647 0.0058716 0.00450809 0.00275314
internal_count=3910 3631 3384 2210 1109 915 512
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=9
num_cat=0
split_feature=4 12 3 159 2 0 16 4
split_gain=1.77816e-05 2.48766e-05 3.76451e-05 4.83063e-05 6.89202e-05 5.65989e-05 3.07805e-05 3.86957e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 1.0000000180025095e-35 0.095195000000000016 -0.069794999999999982 -0.083144999999999983 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.015975071900525616 0.0098611586178428846 0.019070376388308802 0.017737728224998053 -0.022852469245665988 -0.015465145898722863 0.027354233274408009 -0.010426605356194425 -0.0063426001334496388
leaf_weight=0.0010846048713002735 0.0015420254848477069 0.0013881977333857183 0.001061609688795759 0.0010003407103584576 0.0019065717962215966 0.0010635493106672398 0.0014166959706621951 0.0010541739887703675
leaf_count=300 441 523 101 469 653 175 1092 156
internal_value=0 -0.0016774 6.67376e-05 -0.00232928 0.00067696 0.00692894 0.00129977 0.00810165
internal_weight=0 0.00997574 0.00889114 0.00782953 0.00682919 0.00492262 0.00385907 0.00244237
internal_count=3910 3469 3169 3068 2599 1946 1771 679
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=9
num_cat=0
split_feature=49 15 42 403 51 4 15 3
split_gain=1.72328e-05 4.76455e-05 4.30664e-05 4.8362e-05 2.79702e-05 3.15777e-05 4.73536e-05 9.13773e-05
threshold=-0.045004999999999996 -0.033649999999999992 0.091955000000000023 0.03138500000000001 0.083165000000000017 -0.34687499999999999 -0.017214999999999998 0.10223
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.018870156846984013 -0.015200009077177954 -0.0082757405404905188 -0.017769921414304484 0.020930800033267874 -0.017022053042157075 0.011016303150400987 0.017463803894704224 -0.027690889067106084
leaf_weight=0.0014778287519166765 0.0010156978191362426 0.0011494748556070199 0.0014842711374837185 0.0010359682623527176 0.0010812458262787856 0.0015582420846132383 0.0016821716918140853 0.0010021268327682206
leaf_count=306 176 223 758 331 295 693 1000 128
internal_value=0 0.00699352 -0.00222828 0.00089939 -0.00237405 0.000638005 0.00442975 -0.00413367
internal_weight=0 0.0026273 0.00885972 0.00737545 0.00633948 0.00525824 0.00424254 0.00256037
internal_count=3910 529 3381 2623 2292 1997 1821 821
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 12 48 0 150
split_gain=8.20857e-05 5.61672e-05 9.22317e-05 6.79831e-05 8.55202e-05 8.80982e-05 6.82131e-05 4.62125e-05 3.06879e-05 1.37551e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 -1.0000000180025095e-35 0.088325000000000015 0.084500000000000006 -0.11991499999999998 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -7 -9
right_child=1 -3 -4 6 5 7 -8 9 -10 -11
leaf_value=-0.00053911239131733987 0.00049589562234744397 -0.0004003871668564812 0.00054580948472838543 -0.00065262345165624763 -0.00040958683619837246 0.00058278413341462162 4.9041178466576255e-05 -0.00024268660859791245 0.00011986852505034348 8.1902141770805019e-05
leaf_weight=0.0010232915104109929 0.0016328076272688272 0.0010214011410841989 0.0014242993412825989 0.0010532571599043247 0.0015651409348635308 0.0010073615384733284 0.0010777551001433555 0.0010056343781337934 0.0012142375479449741 0.0010021581026465678
leaf_count=627 281 480 508 466 625 122 463 114 161 63
internal_value=0 3.94203e-05 8.0323e-05 1.09604e-05 9.95362e-05 -1.21516e-05 -0.000297758 0.000134924 0.000329773 -8.06732e-05
internal_weight=0 0.0120041 0.0109827 0.00955835 0.00742734 0.00579453 0.00213101 0.00422939 0.0022216 0.00200779
internal_count=3910 3283 2803 2295 1366 1085 929 460 283 177
is_linear=0
shrinkage=0.00196078


Tree=6111
num_leaves=11
num_cat=0
split_feature=48 48 403 52 3 13 12 16 12 51
split_gain=4.67794e-05 8.00313e-05 4.43669e-05 5.56909e-05 8.47515e-05 7.60034e-05 9.05327e-05 5.95987e-05 4.42573e-05 3.00038e-05
threshold=0.11930500000000001 0.092755000000000018 0.087440000000000004 0.11401500000000002 -0.088024999999999978 -0.094679999999999986 0.051320000000000005 -0.057604999999999996 0.091475000000000015 -0.029044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 -7 -1 -9
right_child=-2 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=0.00011468286785938297 -0.00039183294770539219 0.00050602655391950621 -0.0004110984672517992 -0.00036144925840789378 0.00036359186007885663 -0.00032637286737829268 -0.00065233191335167524 -3.1032150208912871e-05 0.00067461908139900158 0.00044652962519334748
leaf_weight=0.0010297697668354645 0.0010923957610437128 0.0012272990159951551 0.0010234761923594111 0.0012756660423731423 0.0013535626647673115 0.0013458866306870422 0.0011098034020808165 0.0010187380854064594 0.001147426256288632 0.0010045519914869251
leaf_count=415 161 287 328 524 180 226 1195 184 277 133
internal_value=0 3.27017e-05 -2.36489e-05 1.90574e-05 7.96586e-05 -4.35707e-05 -0.000166617 -6.62247e-06 0.000409781 0.000206075
internal_weight=0 0.0115362 0.0103089 0.0092854 0.00800974 0.00583254 0.00447898 0.00336918 0.0021772 0.00202329
internal_count=3910 3749 3462 3134 2610 1918 1738 543 692 317
is_linear=0
shrinkage=0.00196078


Tree=6112
num_leaves=9
num_cat=0
split_feature=42 43 0 42 13 4 457 1
split_gain=2.03548e-05 3.18895e-05 4.4914e-05 3.59034e-05 2.62565e-05 4.82341e-05 4.281e-05 1.95394e-05
threshold=-1.0000000180025095e-35 -0.057994999999999998 -0.06402999999999999 0.08221500000000001 -0.10023999999999998 -0.0082299999999999995 0.018630000000000004 0.10593500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7
right_child=1 3 -4 -5 5 6 -8 -9
leaf_value=-0.0097663007171868016 0.00085875842755779369 0.011919346638746499 0.026867293257583892 -0.019066924593576617 -0.02034909670689811 -0.014723597195334184 0.020491748093567751 0.0049939224584022541
leaf_weight=0.0018354296805844781 0.0017634255581033269 0.0016168649403401139 0.0010649536856431299 0.0010415786332653443 0.0011668543482901625 0.0010001353297530867 0.0010014012195029374 0.0010102405013123529
leaf_count=1060 1051 226 237 761 289 118 78 90
internal_value=0 0.00172103 0.0106516 -0.00197339 0.00109869 -0.00308821 0.00359918 -0.00481528
internal_weight=0 0.00966545 0.00282838 0.00683707 0.0057955 0.00417863 0.00301178 0.00201038
internal_count=3910 2850 1288 1562 801 575 286 208
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=8
num_cat=0
split_feature=4 42 0 42 49 52 47
split_gain=1.81948e-05 2.14998e-05 3.48891e-05 4.59905e-05 3.54935e-05 8.09122e-05 4.43133e-05
threshold=0.27608500000000008 0.092145000000000019 -0.017269999999999997 -1.0000000180025095e-35 -0.00064499999999999985 -0.068164999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.019244863927595193 0.010003118286290406 -0.012600967497174093 0.012969331386032654 0.0097076001181810763 0.017047976088481572 -0.028327460015062367 -0.00823632441379985
leaf_weight=0.0013777402891626423 0.0015426473794762805 0.0015234018452829371 0.0017293780813054391 0.0011819878823108318 0.00199665539837178 0.0010616703773144828 0.0010617579859433682
leaf_count=981 441 700 288 220 796 289 195
internal_value=0 -0.00167007 0.000310166 -0.00296724 0.00126249 -0.0082901 0.00827028
internal_weight=0 0.00993259 0.00840919 0.00667981 0.00530207 0.00224366 0.00305841
internal_count=3910 3469 2769 2481 1500 509 991
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=8
num_cat=0
split_feature=4 2 13 0 3 1 1
split_gain=1.74635e-05 4.62001e-05 4.29236e-05 4.22624e-05 3.3579e-05 6.45991e-05 4.51246e-05
threshold=0.15927500000000003 0.11085000000000002 -0.084184999999999996 -0.11756999999999999 -0.084129999999999996 0.085410000000000014 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -4 -6 -7
right_child=3 -3 4 -5 5 6 -8
leaf_value=-0.021302627901197267 -0.0044173281070057089 0.012582358319878134 -0.01435067580091986 0.019766927179212416 0.023380156693692099 -0.017689312692678608 0.0078850042715948275
leaf_weight=0.0014460041152653041 0.0015872106089707158 0.001662957955780169 0.0015504279080070368 0.0013264613224496995 0.0011147601008015149 0.0014061820397968275 0.0013545090291781294
leaf_count=769 244 426 866 366 580 286 373
internal_value=0 -0.00237383 -0.00599315 0.00659266 -0.00191315 0.00306266 -0.0051415
internal_weight=0 0.00853484 0.00687188 0.00291367 0.00542588 0.00387545 0.00276069
internal_count=3910 3300 2874 610 2105 1239 659
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 151 4 0 0
split_gain=7.93832e-05 4.42184e-05 8.55179e-05 9.92881e-05 8.7501e-05 6.00421e-05 5.53646e-05 6.01401e-05 3.08568e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.0088999999999999982 0.074650000000000008 -0.082074999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00053186602006206115 -0.00043698227611249516 -0.00034869257914431492 0.00046301795973864178 0.00065548899275072448 -0.00040093619089894694 -8.0323072788076181e-05 0.00036749016522659282 -0.00037957827685789353 0.00036508505474219501
leaf_weight=0.0010098703049824303 0.0011151582826356551 0.0010245253064015318 0.0016721583141628771 0.0012362312375527483 0.0013910580611507387 0.001318594292120904 0.0015606113732818888 0.0014876729154332516 0.001094233458860107
leaf_count=627 348 480 279 469 263 126 279 509 530
internal_value=0 4.073e-05 7.74148e-05 0.000136185 6.0874e-05 -3.72626e-05 5.53726e-05 -6.95074e-05 0.000121672
internal_weight=0 0.0119002 0.0108757 0.00976056 0.00852433 0.00685217 0.00546111 0.0039005 0.00241283
internal_count=3910 3283 2803 2455 1986 1707 1444 1165 656
is_linear=0
shrinkage=0.00196078


Tree=6116
num_leaves=11
num_cat=0
split_feature=484 133 42 0 160 15 2 12 43 1
split_gain=0.000107737 7.45983e-05 8.29097e-05 9.49101e-05 5.93941e-05 7.7797e-05 0.000104329 9.1517e-05 4.94999e-05 4.88015e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.10302000000000001 -0.080184999999999992 -0.15202999999999997 0.10393500000000001 0.081660000000000024 -0.074254999999999988 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -9 -7
right_child=1 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00061160221322752802 -0.00040770840186842228 -0.00045971084015143773 -0.00027745877200689191 0.00069296968766741215 0.00066017011739536173 0.00019506761471761589 -0.0003832866694201893 0.00068502746304965586 0.0001698406818232816 -0.0004061353406448988
leaf_weight=0.0010441379190783825 0.00114822677917181 0.0010319294852470249 0.0014774910981184457 0.0010963952914959533 0.0010054421700333854 0.0010456818408833128 0.0014791074580348612 0.0014890367117524016 0.001382978803472272 0.0010308225416758628
leaf_count=627 348 480 541 164 276 112 366 248 614 134
internal_value=0 4.46683e-05 9.13268e-05 0.000148588 8.16043e-05 0.000152976 7.36384e-05 0.000210213 0.000436946 -0.000103383
internal_weight=0 0.0121871 0.0111552 0.010007 0.00891056 0.00743307 0.00642763 0.00494852 0.00287202 0.0020765
internal_count=3910 3283 2803 2455 2291 1750 1474 1108 862 246
is_linear=0
shrinkage=0.00196078


Tree=6117
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 1
split_gain=8.88599e-05 5.92046e-05 8.45271e-05 7.87143e-05 8.84848e-05 8.80915e-05 9.48111e-05 6.17716e-05 4.0928e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 0.10498500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00056819070604433768 -0.00042623375569124611 -0.00041402354934679463 0.00047229197001547686 0.00060465500906519895 -0.00055941259720548972 0.00057382611039531978 -8.6641875332549336e-05 -0.00033381240331242806 0.0003850864593898773
leaf_weight=0.0010036292631407087 0.0011315391051756425 0.0010140216694568818 0.0017119748997408068 0.001225267117992034 0.0010143341288715683 0.0011404170561070464 0.0015763297376665847 0.0018640614203422729 0.0012823922910154457
leaf_count=627 348 480 279 469 705 394 121 277 210
internal_value=0 3.92351e-05 8.12232e-05 0.000139728 7.34071e-05 -2.58845e-05 6.64159e-05 -5.61091e-05 0.00012497
internal_weight=0 0.0119603 0.0109463 0.00981478 0.00858951 0.00687753 0.0058632 0.00472278 0.00285872
internal_count=3910 3283 2803 2455 1986 1707 1002 608 331
is_linear=0
shrinkage=0.00196078


Tree=6118
num_leaves=10
num_cat=0
split_feature=484 133 42 0 160 4 0 48 0
split_gain=9.08416e-05 4.62346e-05 6.49309e-05 8.84958e-05 7.44577e-05 6.71586e-05 5.98642e-05 7.75943e-05 5.3154e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.10302000000000001 -0.080184999999999992 0.27020000000000005 -0.14733499999999997 0.081315000000000012 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00067567320435103339 -0.00046944143718047083 -0.00046454509300658092 -0.00044368885361392761 0.00056910197264623149 -0.00036059193866454735 0.00045451438219546456 0.00014011228954054187 0.00055186870362995634 -0.00037125267714770903
leaf_weight=0.0010073880264056439 0.001129686969471611 0.0010044160148445494 0.0014452966291641596 0.0010350814660231569 0.0016503493342694504 0.0012631732575592086 0.0019095656593608506 0.001016790342503219 0.0013229323469535887
leaf_count=627 348 480 541 164 127 321 471 293 538
internal_value=0 -6.21993e-05 -2.46864e-05 2.74161e-05 -3.77189e-05 4.41969e-05 -4.36563e-05 7.94359e-05 -6.9169e-05
internal_weight=0 0.0117773 0.0107729 0.00964319 0.00860811 0.00716281 0.00589964 0.00424929 0.0032325
internal_count=3910 3283 2803 2455 2291 1750 1429 1302 1009
is_linear=0
shrinkage=0.00196078


Tree=6119
num_leaves=9
num_cat=0
split_feature=484 4 12 47 13 1 48 4
split_gain=7.81035e-05 5.27059e-05 5.16557e-05 8.4093e-05 8.24033e-05 8.98406e-05 8.31276e-05 5.71556e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.09547499999999999 0.09112000000000002 0.083775000000000002 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00053205718843633452 -0.00041899312739647829 0.00036280989121556241 0.00032767632758189905 0.0004723443809807041 5.5503412680733275e-05 -0.00053102434218460569 0.00042282510835553553 -0.00048898071118978249
leaf_weight=0.0010069350242329781 0.0010903970361841034 0.0016421741351558784 0.0017434435328562937 0.0014132731458859332 0.0017219107325850882 0.0017469822379029025 0.0012467944354717527 0.0013014481718307135
leaf_count=627 276 447 223 200 523 449 187 978
internal_value=0 3.66558e-05 -1.55255e-05 3.24304e-05 -4.7682e-05 -0.000156441 -3.19313e-06 -0.000178878
internal_weight=0 0.0119064 0.0102642 0.00917385 0.00776058 0.00601714 0.00427015 0.00302336
internal_count=3910 3283 2836 2560 2360 2137 1688 1501
is_linear=0
shrinkage=0.00196078


Tree=6120
num_leaves=9
num_cat=0
split_feature=484 4 12 47 3 1 1 15
split_gain=8.11239e-05 5.71969e-05 4.65952e-05 6.30354e-05 6.53065e-05 0.000108138 9.22645e-05 0.000106334
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10666500000000002 0.09112000000000002 0.076710000000000014 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00052961442941183137 -0.00039548850506769995 0.00036902846575991678 -0.0005493011893009114 0.00040618521691184275 0.00032497656489822248 -0.00060479200432723274 0.00034124880693118669 0.00017344032578810089
leaf_weight=0.0010565790447115723 0.0011195582129736531 0.0017124566933396672 0.0016242740974296522 0.001434177930029863 0.0015264957845260926 0.0014167996228784735 0.0019605835709380808 0.0015104540186004654
leaf_count=627 276 447 685 200 119 417 381 758
internal_value=0 3.65488e-05 -1.72029e-05 2.75054e-05 -4.00553e-05 -0.000125622 7.61578e-06 -0.000201052
internal_weight=0 0.0123048 0.0105923 0.00947279 0.00803861 0.00651211 0.00509531 0.00313473
internal_count=3910 3283 2836 2560 2360 2241 1824 1443
is_linear=0
shrinkage=0.00196078


Tree=6121
num_leaves=9
num_cat=0
split_feature=11 3 47 43 3 15 52 3
split_gain=1.96393e-05 3.02725e-05 2.90004e-05 3.86309e-05 5.94186e-05 4.84487e-05 2.39797e-05 9.26973e-06
threshold=0.078340000000000007 -0.10628499999999998 0.087850000000000025 -0.062599999999999989 0.094625000000000015 0.084495000000000015 -0.068164999999999989 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -4
right_child=-2 2 7 4 6 -7 -8 -9
leaf_value=0.014369625609429414 -0.013588186793689642 0.014459775754854784 -0.016852009982625076 -0.026096850389511914 0.019668473498930319 0.0028008403086686069 4.0639747599628147e-05 -0.004130291818473005
leaf_weight=0.0014723071754741543 0.0010011491475986267 0.0018641689422259859 0.0012045762502223192 0.0013674022689294588 0.0010560907964809498 0.0010077422271831263 0.0015158679878789832 0.0010919973268334604
leaf_count=262 263 1282 330 534 119 795 217 108
internal_value=0 0.0010655 -0.00108515 0.00219143 -0.00243154 -0.0138359 0.00810017 -0.010803
internal_weight=0 0.0105802 0.00910785 0.00681127 0.0049471 0.00237514 0.00257196 0.00229657
internal_count=3910 3647 3385 2947 1665 1329 336 438
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=9
num_cat=0
split_feature=1 4 3 16 151 160 4 16
split_gain=2.19036e-05 4.97929e-05 3.09986e-05 2.91365e-05 7.29104e-05 6.48021e-05 5.0892e-05 7.7704e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.084129999999999996 -0.055679999999999993 -0.0088999999999999982 -0.026849999999999995 0.24280000000000004 -0.08909499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 7 -6
right_child=3 2 -4 5 6 -7 -8 -9
leaf_value=0.0078270030062359101 -0.014570360098146752 -0.027141889016337725 -0.0057541876500720041 0.014498963930423121 -0.013143395037010785 -0.017559736017571468 0.033188902316863798 0.025890848424075831
leaf_weight=0.0017760907348066284 0.0010241476117448332 0.0010512652856765484 0.0019068577410156552 0.0010472735084213942 0.0010028646733086116 0.0015844418113324626 0.0011261407669108433 0.001037643169065306
leaf_count=146 193 896 1158 280 159 520 278 280
internal_value=0 -0.00540835 -0.013355 0.00344442 0.00862308 -0.00480219 0.0161242 0.00670638
internal_weight=0 0.00473421 0.00295812 0.00682251 0.0041908 0.00263172 0.00316665 0.00204051
internal_count=3910 2200 2054 1710 910 800 717 439
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=9
num_cat=0
split_feature=1 4 150 1 52 4 0 13
split_gain=1.78157e-05 4.47221e-05 3.02993e-05 3.4432e-05 2.53831e-05 2.30866e-05 2.27467e-05 2.26071e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 0.10561500000000001 -0.014099999999999998 -0.00027999999999999998 -0.13870499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -3 -6 -1
right_child=2 5 -4 4 6 -7 -8 -9
leaf_value=-0.005318546854231998 -0.011833583333425442 -0.026329660608806645 0.014888882443834857 0.017219089544078806 0.010007866894078213 -0.0059830785959881705 -0.010512336701587311 0.013826552897697981
leaf_weight=0.0012118589887738531 0.001797307363713932 0.0010060417289753871 0.0016540125598553902 0.0011681601657724285 0.0010017641658361886 0.001251275262707738 0.0011724317888792981 0.001256044664572802
leaf_count=425 714 1039 349 260 106 536 281 200
internal_value=0 -0.00487888 0.00311657 -0.000671913 0.00533013 -0.0150511 -0.00105762 0.00442539
internal_weight=0 0.00472522 0.00679368 0.00513966 0.00334236 0.00225732 0.0021742 0.0024679
internal_count=3910 2200 1710 1361 647 1575 387 625
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=9
num_cat=0
split_feature=49 484 52 15 1 3 15 3
split_gain=1.62094e-05 3.16486e-05 3.84111e-05 6.02194e-05 4.68618e-05 3.21551e-05 2.86834e-05 1.95664e-05
threshold=-0.081629999999999994 0.084225000000000008 -0.072349999999999984 -0.11739999999999999 0.088010000000000019 -0.089604999999999976 -0.03231499999999999 0.0048550000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 -7
right_child=1 -3 3 4 6 7 -8 -9
leaf_value=0.009344143924926239 -0.016866229642947164 0.013508914801849179 -0.018930086192882653 0.010020840910919065 0.024276875022374175 -0.021142372445356713 0.0023248607492602192 -0.0015442995242372212
leaf_weight=0.0015557608644319989 0.0017748044194876916 0.0012121065303054195 0.0013987455692986974 0.0010963682014861974 0.00136884923614102 0.001005927046016437 0.0010531962283906087 0.0010321304598864545
leaf_count=305 739 438 409 329 237 993 398 62
internal_value=0 -0.0016328 -0.00373513 -0.000384392 0.00428417 -0.0037886 0.0147313 -0.0112173
internal_weight=0 0.00994213 0.00873002 0.00695522 0.00555647 0.00313443 0.00242205 0.00203806
internal_count=3910 3605 3167 2428 2019 1384 635 1055
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=8
num_cat=0
split_feature=159 2 16 151 15 2 4
split_gain=1.59937e-05 2.93966e-05 4.9208e-05 3.58538e-05 7.59259e-05 7.28308e-05 3.3767e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.089864999999999987 -0.044604999999999992 -0.073314999999999991 0.10393500000000001 -0.018664999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -4
right_child=1 3 6 4 5 -7 -8
leaf_value=-0.011777795473279874 -0.022872544386034706 -0.0099239519141736589 0.013768704354272418 0.026008911260953296 0.013700882655855125 -0.014316324663536118 -0.0095779285848532781
leaf_weight=0.0010695338322560368 0.0011881586477055207 0.0013011457061359042 0.0012165112779374404 0.0017088898830086366 0.0019768062687296993 0.0017484823460369786 0.0012623532466666206
leaf_count=633 388 411 619 587 587 375 310
internal_value=0 0.00106407 -0.00614045 0.00498655 0.00855668 0.00055087 0.00187951
internal_weight=0 0.0104023 0.00366702 0.00673532 0.00543418 0.00372529 0.00247886
internal_count=3910 3277 1317 1960 1549 962 929
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 13 4
split_gain=4.97764e-05 7.65688e-05 4.51531e-05 7.155e-05 3.90824e-05 5.69063e-05 3.07406e-05 6.23659e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.15927500000000003 -0.0070149999999999995 -0.032264999999999995 -0.084429999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00049576457579558167 -0.00040976170745356082 0.00049465821630809625 -0.00037165411261143457 -0.00016823840422641051 0.00021614623594553252 -0.00039561437392855665 -0.00011661099303347623 0.00053252132581964318
leaf_weight=0.0010815092520883021 0.0010902150556106249 0.0012127024140495902 0.001274793035328666 0.0019917262327786606 0.0017626195002690068 0.0019172440344557744 0.0013168790678175649 0.00100202074354639
leaf_count=139 161 287 395 1059 430 598 482 359
internal_value=0 2.85228e-05 -2.61109e-05 2.24447e-05 -4.16189e-05 -0.000114572 1.04277e-05 0.000163886
internal_weight=0 0.0115595 0.0103468 0.009072 0.00799049 0.00622787 0.00431063 0.0023189
internal_count=3910 3749 3462 3067 2928 2498 1900 841
is_linear=0
shrinkage=0.00196078


Tree=6127
num_leaves=10
num_cat=0
split_feature=48 48 403 3 3 43 160 3 12
split_gain=5.83615e-05 6.46414e-05 4.05581e-05 5.31239e-05 4.72336e-05 4.87084e-05 7.3884e-05 7.85122e-05 2.63325e-05
threshold=0.11930500000000001 0.092755000000000018 0.088015000000000024 -0.088024999999999978 -0.075954999999999981 -0.074254999999999988 -0.025614999999999995 0.094625000000000015 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -7 -8 -1
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=3.6425992039347904e-05 -0.00044310771203598089 0.00046288474620037926 -0.00038786795610677412 -0.00043700384630223629 0.00035544058198750235 0.00031067629087652417 -0.00054170636780987629 6.1438703637021265e-05 0.00045210130870717083
leaf_weight=0.0010163266262765425 0.0010762864190918655 0.0012110810795796208 0.0010162598822084689 0.0010905305132341836 0.0012232342653105176 0.0013052486004236277 0.0016586342386461972 0.0016604124987938675 0.0013835838779273557
leaf_count=449 161 287 322 1238 322 257 364 195 315
internal_value=0 3.42584e-05 -1.58758e-05 2.46084e-05 -6.23731e-05 7.49338e-06 -8.45468e-05 -0.000239972 0.000276069
internal_weight=0 0.0115653 0.0103542 0.00933797 0.00693806 0.00584753 0.0046243 0.00331905 0.00239991
internal_count=3910 3749 3462 3140 2376 1138 816 559 764
is_linear=0
shrinkage=0.00196078


Tree=6128
num_leaves=11
num_cat=0
split_feature=484 4 0 1 15 3 2 1 15 43
split_gain=5.67155e-05 4.51034e-05 0.000125279 5.17706e-05 9.01024e-05 6.34133e-05 6.8619e-05 7.50453e-05 7.35989e-05 5.94746e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 -0.074234999999999982 0.11578500000000001 0.09112000000000002 -0.10071499999999999 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 7 -7 -9 -5
right_child=1 2 -4 5 -6 6 -8 8 -10 -11
leaf_value=-0.00044772741985865395 -0.00036566885433524359 -0.00061607195084901686 0.00066886099380842777 4.1514604956605741e-05 9.7757293539294169e-05 0.00025213254517166369 0.00037507066994422377 3.083051429684826e-05 -0.00062356339710211458 0.00068473422373729713
leaf_weight=0.0010282748651510047 0.0010068522800620672 0.001270338774181382 0.0011904974107913137 0.0011180777178000701 0.00146254342138467 0.0011586614391500263 0.0011794727242266027 0.0011524374051520092 0.0015488226634358649 0.0010929209308935162
leaf_count=627 151 783 222 245 755 91 267 129 274 366
internal_value=0 3.18126e-05 6.7629e-05 -4.06739e-06 -0.000234055 8.26217e-05 -3.88414e-05 -0.00016532 -0.00034438 0.000359465
internal_weight=0 0.0121806 0.0111738 0.00998328 0.00273288 0.00725039 0.00503939 0.00385992 0.00270126 0.002211
internal_count=3910 3283 3132 2910 1538 1372 761 494 403 611
is_linear=0
shrinkage=0.00196078


Tree=6129
num_leaves=8
num_cat=0
split_feature=1 4 48 0 47 16 3
split_gain=1.56727e-05 3.58162e-05 3.0835e-05 6.32695e-05 5.76874e-05 8.86845e-05 3.03619e-05
threshold=0.085835000000000009 -0.15796999999999997 0.087945000000000009 -0.19631499999999999 0.09252500000000001 -0.022939999999999999 -0.084129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=0.0066460901795182357 0.029715538520974846 -0.025027965116401641 -0.025057072043160308 0.0088872797989364895 -0.0093227576037061988 -0.003958011005015939 -0.0038024541257548391
leaf_weight=0.0017802878135017956 0.0017975834432426582 0.0010434165357379366 0.0010182972165644899 0.0011917576054679265 0.0013952761895581821 0.0013844981083361246 0.0019031247134992859
leaf_count=146 680 896 71 279 182 498 1158
internal_value=0 -0.00455256 0.00294728 -0.0067528 0.00763071 0.0150644 -0.0113187
internal_weight=0 0.00472683 0.00678741 0.00221005 0.00457736 0.00318208 0.00294654
internal_count=3910 2200 1710 350 1360 1178 2054
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=10
num_cat=0
split_feature=484 133 484 16 16 12 151 1 0
split_gain=8.03861e-05 6.51395e-05 7.9348e-05 0.000136578 0.000115181 9.57449e-05 7.3587e-05 7.39656e-05 5.60061e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.3935300000000001 0.091405000000000014 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00053279537336069856 -0.00046807933436589856 -0.00043612570849433085 -0.00043540348878934201 0.0003606433534933165 -9.0701398451988985e-05 0.0011267598800745193 -0.00046085837881542469 0.00038345776852635993 8.4189164240594923e-05
leaf_weight=0.0010155670328409897 0.0012390988849922046 0.0010043114842127705 0.001019166269457643 0.0016237743962500533 0.00113256677491758 0.0010218540308635621 0.0011454194636620154 0.0017970191309280652 0.0019738558356473994
leaf_count=627 218 480 341 445 291 159 176 286 887
internal_value=0 4.18073e-05 8.56313e-05 0.000139088 0.000432551 0.00065655 -4.10395e-05 6.65912e-05 -0.000115956
internal_weight=0 0.0119571 0.0109528 0.00993359 0.0037782 0.00264563 0.00615539 0.00491629 0.00311928
internal_count=3910 3283 2803 2462 895 604 1567 1349 1063
is_linear=0
shrinkage=0.00196078


Tree=6131
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 133 160 13 12
split_gain=7.20603e-05 7.68433e-05 6.06907e-05 8.6768e-05 5.24023e-05 4.85047e-05 7.61904e-05 6.31262e-05 4.54786e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0056849999999999991 -1.0000000180025095e-35 -0.077799999999999994 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
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leaf_weight=0.0013398703965961925 0.001110448071624655 0.0015689199697556102 0.0010405580093191926 0.0013506859390737683 0.0012968125184936816 0.0011957947091396637 0.0010349794130433058 0.0012149388911941606 0.001640617782669189
leaf_count=728 161 322 379 421 305 604 313 155 522
internal_value=0 3.90474e-05 -2.35831e-05 2.78526e-05 -5.23338e-05 2.02221e-05 0.000107655 0.000240701 9.03343e-05
internal_weight=0 0.0116832 0.0101143 0.0090737 0.00772301 0.0064262 0.00508633 0.00389054 0.00285556
internal_count=3910 3749 3427 3048 2627 2322 1594 990 677
is_linear=0
shrinkage=0.00196078


Tree=6132
num_leaves=10
num_cat=0
split_feature=11 13 39 0 42 0 49 3 52
split_gain=1.62192e-05 2.38897e-05 7.44948e-05 5.09389e-05 4.23055e-05 4.99833e-05 5.69973e-05 4.37011e-05 3.04096e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.021188993728321007 -0.011773470708160084 -0.015423182759908022 0.023299670824659103 -0.023151779371795259 0.015635008098469082 -0.022090104731227845 0.025176655969786757 -0.0036257072857939806 -0.002469843210469082
leaf_weight=0.0011883188908476819 0.0010826431845399965 0.0013104560256236072 0.001065554249147004 0.0012762065094421692 0.0012006530000689703 0.0012987397002837669 0.001080453469831536 0.0010280023216459877 0.0010008542941877877
leaf_count=235 279 124 387 329 762 1406 124 93 171
internal_value=0 0.00108471 -0.00137685 -0.00503161 -0.00112423 -0.00538949 0.000954563 0.0111337 0.0103726
internal_weight=0 0.0104492 0.00826007 0.00719451 0.0059183 0.00471765 0.00341891 0.00210846 0.00218917
internal_count=3910 3631 3225 2838 2509 1747 341 217 406
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=10
num_cat=0
split_feature=484 52 52 160 42 3 1 0 16
split_gain=8.17048e-05 4.85969e-05 5.31702e-05 4.22431e-05 5.35121e-05 6.93724e-05 7.30705e-05 6.15763e-05 0.000117591
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.24456499999999998 -0.079234999999999986 -1.0000000180025095e-35 -0.11266 0.10113500000000002 -0.082074999999999995 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7
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leaf_weight=0.0010107614408873039 0.0011835931742144577 0.001288016195202947 0.0015529269637506054 0.0012999323268431057 0.0011877678695844836 0.0011747763875366479 0.0017083637389340139 0.0010490767042963065 0.0011934062087599864
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internal_value=0 -6.46936e-05 0.000163827 -0.000134947 -7.93884e-05 -4.79542e-06 -0.000103738 -0.000269269 -9.40852e-05
internal_weight=0 0.0116379 0.00273652 0.00890134 0.00761332 0.00631339 0.00512562 0.00341726 0.00236818
internal_count=3910 3283 809 2474 1879 1180 1042 683 388
is_linear=0
shrinkage=0.00196078


Tree=6134
num_leaves=10
num_cat=0
split_feature=484 3 0 133 43 16 1 2 133
split_gain=8.74492e-05 5.61193e-05 3.90636e-05 3.52003e-05 5.03465e-05 4.86507e-05 4.80543e-05 7.41081e-05 4.45478e-05
threshold=-1.0000000180025095e-35 -0.100615 -0.061994999999999995 0.083815000000000014 -0.079374999999999987 -0.19424999999999998 0.095575000000000007 0.088485000000000022 0.10421000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 7 -7 -5
right_child=1 3 -4 8 5 6 -8 -9 -10
leaf_value=-0.00056492693796569642 3.5261536424633486e-05 -0.0005086707567752163 0.00051432903312083214 0.0004722038659416743 -0.00034170841292101403 -0.00035393195432421832 0.00030289518124971616 0.00029145387296067586 -0.00010519595559415862
leaf_weight=0.0010165094803709545 0.0012432153185658944 0.001004113265997991 0.0013816592395577312 0.0010493874011021716 0.0015166155932277887 0.001732185202803787 0.0019040002744497892 0.0011304780805510943 0.0010064204714719974
leaf_count=627 256 347 224 476 244 663 298 352 423
internal_value=0 3.41103e-05 0.000287429 -3.7057e-05 -0.00010098 -3.58286e-05 6.14935e-05 -9.90663e-05 0.000189538
internal_weight=0 0.0119681 0.00262487 0.0093432 0.00728739 0.00628328 0.00476666 0.00286266 0.00205581
internal_count=3910 3283 480 2803 1904 1557 1313 1015 899
is_linear=0
shrinkage=0.00196078


Tree=6135
num_leaves=9
num_cat=0
split_feature=49 15 484 133 52 52 1 1
split_gain=1.6132e-05 2.90152e-05 3.43302e-05 4.44043e-05 9.9551e-05 0.000102424 9.35903e-05 6.90611e-05
threshold=-0.081629999999999994 0.088495000000000018 0.084225000000000008 0.090085000000000012 0.048490000000000012 0.11262000000000001 0.091845000000000024 0.11052000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=0.0092109549718143516 -0.030054442037209528 -0.017592581795804557 0.016106691090286031 -0.021534148182222514 0.038392616846904946 -0.0041683578130176629 0.017273753985155054 -0.012484336003731366
leaf_weight=0.0015685432897316358 0.0013415246518517082 0.0010299819063615571 0.0011693308971132141 0.0010370469688860571 0.0011675132621070082 0.0010964329535695016 0.0014726441946518996 0.0016577931258940607
leaf_count=305 684 812 382 423 451 213 290 350
internal_value=0 -0.00169886 0.000131797 -0.0022714 0.000694255 0.0177803 -0.0079556 0.00151469
internal_weight=0 0.00997227 0.00894229 0.00777296 0.00673591 0.00226395 0.00447196 0.00313044
internal_count=3910 3605 2793 2411 1988 664 1324 640
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=9
num_cat=0
split_feature=14 49 2 4 12 43 0 15
split_gain=1.64749e-05 3.69216e-05 4.81575e-05 4.01781e-05 4.24313e-05 0.000108453 3.81485e-05 1.88389e-05
threshold=-1.0000000180025095e-35 0.089635000000000006 0.10910500000000002 -0.08422499999999998 0.089745000000000005 -0.0037249999999999996 -0.10209999999999998 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -6
right_child=1 -3 -4 4 7 6 -8 -9
leaf_value=-0.012454090653931708 -0.01700663815330343 0.019021331419681584 0.013651216236992956 -0.034030297970333627 0.0016816730318485133 -0.0059367571131923999 0.018302542166358255 0.021004023413388747
leaf_weight=0.0010006800094772535 0.0019119579069837907 0.001023157738144524 0.0018188416685182172 0.0010390401639230841 0.0010026966861248941 0.0015800759865338965 0.0011022113279114572 0.0010157350117693841
leaf_count=196 660 565 456 821 268 169 249 526
internal_value=0 0.000974857 -0.000974805 -0.00445146 -0.00026924 -0.00660144 0.00402371 0.0114053
internal_weight=0 0.0104937 0.00947056 0.00765172 0.00573976 0.00372133 0.00268229 0.00201843
internal_count=3910 3714 3149 2693 2033 1239 418 794
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 133 160 13 12
split_gain=5.06785e-05 7.20714e-05 6.50922e-05 8.06795e-05 5.85921e-05 6.02991e-05 6.12115e-05 5.81829e-05 5.94107e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0056849999999999991 -1.0000000180025095e-35 -0.077799999999999994 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00034781417411199761 -0.00041010144386658369 0.00041969494183102075 -0.0004975114906660427 0.00046223501473501905 -0.0004356468376471426 -0.00026975655407294975 0.00063932738116969149 0.00041661724986342708 -0.00015121890527970821
leaf_weight=0.0013462210293759304 0.0010998378795210812 0.0015795275617503284 0.0010311485730900702 0.001362701069705023 0.0012955969754344238 0.0011943403285480138 0.0010226345658593322 0.0012507156388329654 0.0016337433894679889
leaf_count=728 161 322 379 421 305 604 313 155 522
internal_value=0 3.0109e-05 -3.05949e-05 2.22782e-05 -5.51478e-05 2.131e-05 0.000118718 0.000237469 9.49976e-05
internal_weight=0 0.0117166 0.0101371 0.00910595 0.00774325 0.00644765 0.00510143 0.00390709 0.00288446
internal_count=3910 3749 3427 3048 2627 2322 1594 990 677
is_linear=0
shrinkage=0.00196078


Tree=6138
num_leaves=9
num_cat=0
split_feature=52 15 1 47 0 0 0 13
split_gain=1.73628e-05 3.21242e-05 1.99197e-05 6.10219e-05 3.34769e-05 6.35582e-05 6.24292e-05 3.83807e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.11561500000000001 0.09252500000000001 -0.10209999999999998 -0.083424999999999985 -0.22384499999999996 -0.032264999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 -7
right_child=2 -3 -4 -5 5 7 -8 -9
leaf_value=0.020022698279302642 0.0060229769183689184 -0.0021935894103306099 0.007963798485965623 -0.027427656282320214 0.025243566476221405 -0.01875954145467346 -0.02576435508581526 0.006035970559336943
leaf_weight=0.0010966731882435794 0.0012336798171760366 0.001601086222831376 0.0015475811185662663 0.001003079774817936 0.001104824644056254 0.0010006356456530451 0.001237706845719758 0.0016596779596619714
leaf_count=464 102 507 435 195 823 578 294 512
internal_value=0 0.00683761 -0.00233406 -0.00453539 -0.000853404 0.00508242 -0.00989659 -0.00329048
internal_weight=0 0.00269776 0.00878719 0.0072396 0.00623652 0.00376514 0.00247139 0.00266031
internal_count=3910 971 2939 2504 2309 1913 396 1090
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 133 160 13 12
split_gain=5.66001e-05 6.49424e-05 6.29441e-05 7.06362e-05 5.14999e-05 5.62403e-05 8.31653e-05 5.55861e-05 4.68478e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0056849999999999991 -1.0000000180025095e-35 -0.077799999999999994 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00033690854448142964 -0.00043791778061437041 0.00040399656146605464 -0.0004887156927659462 0.00044219508841828977 -0.00041002210156710045 -0.00033646642878273621 0.00065358072248723038 0.00041156150807114647 -0.00010239079360576865
leaf_weight=0.0013112677538518799 0.0010855136266624934 0.0015482754256856005 0.0010217542621327779 0.0013281035823301994 0.0012598132164568007 0.0011744800349165973 0.0010140895945710544 0.0011914758625349638 0.0015942521673156455
leaf_count=728 161 322 379 421 305 604 313 155 522
internal_value=0 3.05717e-05 -2.78568e-05 2.52097e-05 -4.81862e-05 2.43364e-05 0.000119564 0.000260517 0.00011743
internal_weight=0 0.0114435 0.00989524 0.00887348 0.00754538 0.00628557 0.0049743 0.00379982 0.00278573
internal_count=3910 3749 3427 3048 2627 2322 1594 990 677
is_linear=0
shrinkage=0.00196078


Tree=6140
num_leaves=11
num_cat=0
split_feature=484 133 42 484 16 151 2 1 0 52
split_gain=7.18087e-05 4.74986e-05 7.28826e-05 0.00010316 0.000138601 0.000106454 7.55793e-05 7.26971e-05 7.46836e-05 5.41031e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.087270000000000014 -0.014099999999999998 -0.0088999999999999982 0.085730000000000015 0.10113500000000002 -0.10209999999999998 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -7 -8
right_child=1 -3 3 -5 6 7 9 -9 -10 -11
leaf_value=-0.00050438943283877204 -0.00039568496016064868 -0.00036898862563899986 -0.00049576910097722318 -0.00046730554946457388 7.7581525898221714e-05 -0.00041771144935885793 0.00043732927242605635 0.00049006140817419688 0.00021908803182757116 0.001058352805744899
leaf_weight=0.0010345168882729535 0.0011537375021409757 0.0010308451086965447 0.0012478066233272585 0.0010162368954896453 0.0010075722865914259 0.0011633259973855385 0.0011539428193662279 0.0015829998875677908 0.0018093845705485431 0.0010126460342096155
leaf_count=627 348 480 212 323 264 148 450 271 721 66
internal_value=0 3.36989e-05 7.09362e-05 0.000124805 0.000191829 1.16521e-05 0.000521259 0.000150634 -3.0114e-05 0.000727591
internal_weight=0 0.0121785 0.0111477 0.00999392 0.00897768 0.00580352 0.00317416 0.00455571 0.00297271 0.00216659
internal_count=3910 3283 2803 2455 2132 1352 780 1140 869 516
is_linear=0
shrinkage=0.00196078


Tree=6141
num_leaves=11
num_cat=0
split_feature=457 4 1 12 3 2 48 4 4 3
split_gain=6.15549e-05 9.14172e-05 6.20984e-05 4.12797e-05 6.95634e-05 8.88729e-05 7.38267e-05 5.38952e-05 4.13639e-05 3.94865e-05
threshold=-0.0034949999999999994 0.25367000000000006 0.11235500000000002 -0.036459999999999992 0.13772500000000001 0.095195000000000016 0.08407000000000002 0.070230000000000015 -0.076329999999999995 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 -5 -7
right_child=1 2 -4 4 -6 9 -8 -9 -10 -11
leaf_value=-0.00046933602406573448 -0.00041616052997974287 6.2353857360824552e-05 0.00072404347688653163 4.8588229662488359e-06 0.00045172153259530166 -0.0001518474895807181 0.00050249567440062675 0.0003395434909894695 -0.0004369229176306851 -0.00069314387566121402
leaf_weight=0.0010119892015859082 0.0010390245121622175 0.0010774539052917421 0.0011040511588320226 0.0019965003914107328 0.0011277579416092906 0.0010603847905653512 0.0011470871332417247 0.0010168093362557078 0.0013766927801812569 0.0010132073293161962
leaf_count=316 261 171 324 996 85 306 212 64 773 402
internal_value=0 3.42948e-05 0.000397232 -4.66823e-05 -2.7503e-06 -7.00944e-05 5.95709e-05 -5.61633e-05 -0.000175444 -0.000416338
internal_weight=0 0.011959 0.00218151 0.00977746 0.00873844 0.00761068 0.00553709 0.00439 0.00337319 0.00207359
internal_count=3910 3594 495 3099 2838 2753 2045 1833 1769 708
is_linear=0
shrinkage=0.00196078


Tree=6142
num_leaves=9
num_cat=0
split_feature=403 13 16 133 42 2 2 4
split_gain=1.59777e-05 4.00069e-05 5.57817e-05 7.20368e-05 4.60593e-05 6.93295e-05 9.15379e-05 8.41479e-06
threshold=0.087440000000000004 0.11202500000000001 0.15737500000000001 0.065880000000000008 0.08221500000000001 0.11230000000000001 0.089910000000000004 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00299962421434099 -0.012214634217964461 0.016637616066283813 -0.01792293079053393 0.022596259377602013 -0.021334970610687065 -0.016013308796638242 0.030038643301307712 -0.0097279245121028
leaf_weight=0.0010065734475061248 0.0010060572103697289 0.0014121791278467388 0.0016774409310889547 0.0014118171724197921 0.0010681504581780462 0.0015446661420435927 0.0013278581355523063 0.0010734217052134243
leaf_count=416 349 237 522 1063 642 254 248 179
internal_value=0 0.000976276 -0.00145147 0.00226598 -0.00250137 0.00156062 0.0095263 -0.00356867
internal_weight=0 0.0105221 0.00910993 0.00743249 0.00602067 0.00495252 0.00340785 0.00208
internal_count=3910 3561 3324 2802 1739 1097 843 595
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 15 2 1 51
split_gain=7.65834e-05 4.25547e-05 0.000106394 5.68179e-05 7.90099e-05 7.06084e-05 7.22673e-05 0.000112703 4.29295e-05
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 0.024640000000000006 0.086650000000000019 0.11052000000000002 -0.045524999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -5
right_child=1 2 -4 5 -6 -7 7 -9 -10
leaf_value=-0.00051914663908860816 -0.00034569647952193523 -0.00059567814044971217 0.00061779066872089366 0.00026325616252214512 7.3688227319536787e-05 -0.00033950607746036868 0.00070247276739836555 -1.2269482865308173e-05 -0.00024540662979650915
leaf_weight=0.0010389170600839841 0.0010333505229779992 0.0012686262326782709 0.0012164543058195568 0.0010092005732415818 0.0014561811061268659 0.0012100462551794542 0.0018195785238529208 0.0015888257607544103 0.0017338532063327092
leaf_count=627 151 783 222 116 755 436 214 287 319
internal_value=0 3.51789e-05 7.00002e-05 3.93424e-06 -0.000237958 9.34689e-05 0.000178639 0.000369296 -5.82638e-05
internal_weight=0 0.0123361 0.0113028 0.0100863 0.00272481 0.0073615 0.00615146 0.0034084 0.00274305
internal_count=3910 3283 3132 2910 1538 1372 936 501 435
is_linear=0
shrinkage=0.00196078


Tree=6144
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 52 4 16
split_gain=1.69154e-05 3.50506e-05 6.58593e-05 6.63317e-05 5.56085e-05 5.66497e-05 0.000138373 9.90454e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 0.082870000000000013 0.090325000000000003 0.090300000000000005 0.074650000000000008 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.010186841512491546 0.013758120450887696 0.014632650234592254 -0.026517662773616918 0.020051086450641315 -0.025893616867037131 -0.020727603652706889 0.03368060841020136 -0.021730077377053493
leaf_weight=0.0013893792760022753 0.0013911594641651673 0.0011785070309771129 0.0011094761839598706 0.0013098806812594397 0.0010330000724263107 0.0011156552726297999 0.0011863318839233712 0.0018092156494389463
leaf_count=210 659 419 126 214 152 742 218 1170
internal_value=0 -0.00157924 -0.00371284 -0.000487775 -0.00460437 -0.000607582 0.00450947 -0.00630384
internal_weight=0 0.0101332 0.00895472 0.00784524 0.00653536 0.00550236 0.00438671 0.00320038
internal_count=3910 3700 3281 3155 2941 2789 2047 1829
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=11
num_cat=0
split_feature=133 13 42 160 52 49 3 3 16 13
split_gain=3.75195e-05 7.39005e-05 5.14325e-05 7.45694e-05 8.00862e-05 0.000149035 0.000122278 7.33695e-05 4.23514e-05 2.04554e-05
threshold=0.10599500000000002 -0.23438999999999996 -0.090359999999999982 -1.0000000180025095e-35 0.048490000000000012 -0.081419999999999979 -0.078884999999999997 -0.005644999999999999 -0.008069999999999999 -0.0061199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 -7 -8 -4 -6
right_child=-2 2 3 4 9 6 7 -9 -10 -11
leaf_value=0.00048848184694291828 -0.00036531804334151896 -0.00042740925800590897 -0.0005719439076486767 0.00066039665492290654 0.00025486545140764933 -0.00075675675294009496 0.00042038310097349148 -0.00021238082512919947 -3.4654837593871252e-05 0.00065076519988793019
leaf_weight=0.001200422079434142 0.0010151372007521945 0.0010943638322091229 0.0010674170958184454 0.0010189944793864347 0.0010056907568829726 0.0010438843023021296 0.0011179325887519683 0.0019051161739428778 0.0011960612646472971 0.0010013666558166732
leaf_count=193 557 385 566 153 384 604 300 244 378 146
internal_value=0 2.77211e-05 -2.52036e-05 2.18397e-05 0.000120724 -1.01606e-05 -0.000178173 2.16172e-05 -0.000288031 0.000452389
internal_weight=0 0.0116512 0.0104508 0.00935646 0.00709298 0.00508593 0.00406693 0.00302305 0.00226348 0.00200706
internal_count=3910 3353 3160 2775 1831 1301 1148 544 944 530
is_linear=0
shrinkage=0.00196078


Tree=6146
num_leaves=9
num_cat=0
split_feature=484 4 12 47 16 16 4 13
split_gain=7.82375e-05 4.86683e-05 6.09962e-05 8.04679e-05 7.97283e-05 9.46418e-05 7.83492e-05 5.43645e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.014099999999999998 -0.083144999999999983 0.00046500000000000008 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6
right_child=1 -3 3 -5 7 -7 -8 -9
leaf_value=-0.00052998412708372413 -0.00044612332389131252 0.00035008713285595335 0.00021042062000650876 0.00046267965062785895 0.00047540653427594298 -0.00071281453944043555 -0.0003822800493571098 -2.767797144034903e-05
leaf_weight=0.0010126304856381578 0.0011121999512543898 0.0016523582525165828 0.0019550962300956569 0.0014590783565602205 0.0014599048510947924 0.0010846775438984337 0.0015273563103894417 0.0019014313093546837
leaf_count=627 276 447 565 200 334 725 224 512
internal_value=0 3.72889e-05 -1.19366e-05 3.95042e-05 -3.8373e-05 -0.000207058 -4.95298e-05 0.000190823
internal_weight=0 0.0121521 0.0104997 0.00938754 0.00792847 0.00456713 0.00348245 0.00336134
internal_count=3910 3283 2836 2560 2360 1514 789 846
is_linear=0
shrinkage=0.00196078


Tree=6147
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 42 157 0 52 15
split_gain=8.208e-05 6.13939e-05 8.07015e-05 0.000103403 9.50995e-05 8.89856e-05 7.15171e-05 6.84699e-05 6.18504e-05 5.11451e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.08401500000000002 -0.062539999999999984 -0.19631499999999999 -0.096614999999999993 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 7 -6 -4 -2 -8 -9
right_child=1 -3 3 -5 5 -7 8 9 -10 -11
leaf_value=-0.00054533675614697283 -0.00018310139823843457 -0.00043204580158114894 0.00053171152294028876 0.00076587607536081879 -0.00070346162072312997 5.061423298448726e-05 0.00019236461863918718 5.3530242255233368e-05 -0.00043874668049011088 0.00061931169216204566
leaf_weight=0.0010437125423394767 0.0017919164344817741 0.0010259094331949515 0.001016996612238974 0.0011912159724749662 0.0013870472331519539 0.001062565492029575 0.0013438004762677002 0.0013013808790263105 0.0010743178879398059 0.0011634583107556222
leaf_count=627 129 480 341 117 538 350 401 359 238 330
internal_value=0 2.72789e-05 6.886e-05 0.000268078 -6.85691e-05 -0.000376367 9.54539e-05 0.000108558 -8.80245e-05 0.000320592
internal_weight=0 0.0123586 0.0113327 0.00462633 0.00670637 0.00244961 0.00343511 0.00425676 0.00241812 0.00246484
internal_count=3910 3283 2803 1097 1706 888 980 818 639 689
is_linear=0
shrinkage=0.00196078


Tree=6148
num_leaves=9
num_cat=0
split_feature=4 12 3 4 0 12 52 4
split_gain=1.96857e-05 2.7072e-05 4.14111e-05 3.76434e-05 7.03108e-05 4.59949e-05 4.1569e-05 4.24604e-05
threshold=0.27608500000000008 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 -0.06402999999999999 0.091555000000000011 0.0033900000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.016752587354433374 0.010337102650469082 -0.019194723126397997 0.018482022604302983 -0.017098273698265158 0.022191276169295747 -0.023786479174334074 0.014354636011249679 0.0063619520075078005
leaf_weight=0.0010779891798106218 0.001547244363515333 0.0011512069475635217 0.0010698403774492852 0.0017081656630299823 0.0012109600452174848 0.0010032354553301658 0.0013783559239629872 0.0014068649036591426
leaf_count=300 441 241 101 834 260 843 766 124
internal_value=0 -0.00178328 2.40289e-05 -0.00248871 0.000378502 -0.00442707 -0.000104705 -0.00650275
internal_weight=0 0.0100066 0.00892863 0.00785879 0.00670758 0.00549662 0.00449339 0.00311503
internal_count=3910 3469 3169 3068 2827 2567 1724 958
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=10
num_cat=0
split_feature=484 52 52 42 160 3 15 2 16
split_gain=9.95185e-05 7.17891e-05 6.9463e-05 5.32093e-05 0.000103837 8.99613e-05 7.56508e-05 0.000159774 0.000126016
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -1.0000000180025095e-35 -0.079234999999999986 -0.11266 -0.073314999999999991 0.105395 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 8 -8 -7
right_child=1 3 -4 4 5 6 7 -9 -10
leaf_value=-0.00058907152178090617 -9.2724253628967751e-05 -0.00037864705913253261 0.00053725243143077327 -0.00051450474892877505 0.00058778501485644741 -9.0090238803282229e-05 0.00013762729555699332 -0.00084420398424561326 0.00078781758489326079
leaf_weight=0.0010420395629160062 0.0010514356562720904 0.0015105724736560458 0.0018692400530525627 0.0011746969344988041 0.0012678619195298823 0.001658671790697877 0.0017459635753357128 0.0010034499227678396 0.0010122567290954654
leaf_count=627 379 789 430 505 138 230 558 128 126
internal_value=0 4.20402e-05 0.000310462 -4.15973e-05 2.31546e-05 0.000117588 7.60456e-06 -0.00022071 0.000242629
internal_weight=0 0.0122941 0.00292068 0.00937347 0.0078629 0.0066882 0.00542034 0.00274941 0.00267093
internal_count=3910 3283 809 2474 1685 1180 1042 686 356
is_linear=0
shrinkage=0.00196078


Tree=6150
num_leaves=11
num_cat=0
split_feature=484 48 4 42 42 43 43 4 3 1
split_gain=6.46507e-05 5.64556e-05 0.000117376 7.23929e-05 4.63369e-05 4.90364e-05 5.08911e-05 0.00014755 6.25239e-05 1.96527e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.40359500000000004 0.092145000000000019 -1.0000000180025095e-35 -0.07526999999999999 0.070805000000000021 -0.060264999999999992 0.094625000000000015 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 7 -7 -9 -2
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.00048514971832629768 -0.00038342343079789869 -0.00041189779647447301 0.00068830699066203002 -0.00038245776920589608 0.00044935443124166619 -0.00065188008905209868 0.00040905177824487665 -6.8850047866711049e-05 0.00053393947163387463 8.3111101930911994e-07
leaf_weight=0.0010428615947551704 0.0010009890542974939 0.0010490463166308176 0.0010490758691191733 0.0016070538587348365 0.0016004473099451135 0.0011243893689350986 0.0011901354784878155 0.0015176355891621659 0.0011728254040207203 0.0010469770994797132
leaf_count=627 730 137 337 546 555 418 74 167 112 207
internal_value=0 2.32373e-05 6.35995e-05 -2.73493e-07 7.07033e-05 0.000150597 5.50628e-05 -5.53727e-05 0.000193918 -0.000186982
internal_weight=0 0.0123586 0.0113095 0.0102605 0.0086534 0.00660543 0.00500499 0.00381485 0.00269046 0.00204797
internal_count=3910 3283 3146 2809 2263 1326 771 697 279 937
is_linear=0
shrinkage=0.00196078


Tree=6151
num_leaves=11
num_cat=0
split_feature=133 484 484 16 16 47 16 48 42 12
split_gain=9.94286e-05 9.81131e-05 8.85247e-05 0.000135157 0.000146821 9.24806e-05 0.000126183 0.000107051 7.95419e-05 7.86749e-05
threshold=0.10681500000000001 -1.0000000180025095e-35 0.087420000000000012 -0.014099999999999998 0.3935300000000001 0.09550500000000002 -0.083564999999999987 0.087945000000000009 0.083725000000000008 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 7 8 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00053459046686074531 -0.00060298835855476091 -7.0739903034455754e-05 -0.00044635938864373982 0.00041050840630539782 -0.00014644607038784491 0.00039282368897028511 -0.00076372204953145662 -0.00054222119333396219 0.00058694909105964043 0.0010826408911353929
leaf_weight=0.0010542490529426929 0.0010032955354470395 0.0017697903306914526 0.0010736693281990081 0.0017154879229981761 0.0011994567108566819 0.0015317624130448612 0.0010454767637524225 0.0010304468872485142 0.0011772950180442461 0.001098170277971103
leaf_count=553 545 474 341 449 292 144 489 121 341 161
internal_value=0 3.82018e-05 9.00734e-05 0.000144574 0.000427969 -2.89337e-05 -0.000157548 1.78183e-06 0.000191992 0.000672842
internal_weight=0 0.0126958 0.0116416 0.0105679 0.00401311 0.00655477 0.00502301 0.00397753 0.00294709 0.00281366
internal_count=3910 3365 2812 2471 902 1569 1425 936 815 610
is_linear=0
shrinkage=0.00196078


Tree=6152
num_leaves=9
num_cat=0
split_feature=42 51 2 2 2 15 4 42
split_gain=1.89855e-05 3.09587e-05 3.31561e-05 6.27869e-05 5.51907e-05 5.64908e-05 9.03643e-05 2.89467e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.086545000000000025 0.090815000000000021 0.097940000000000013 -0.14487999999999998 0.028075000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 -6 -7 -3
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.0093851128280589245 -0.012352978398175247 0.0038685261053530459 0.029924847546540435 -0.017619540412108281 0.028629870510171348 0.015017708840889788 -0.020613748615867677 -0.018866836386934004
leaf_weight=0.0018732289231462385 0.001365966686835079 0.0012309925812040764 0.0010527556192050569 0.0010265458199203315 0.0010248673527000918 0.001870341850501267 0.0011490044228909481 0.0010273959099286172
leaf_count=1060 521 211 298 303 210 344 187 776
internal_value=0 0.00160709 0.00388211 0.00770163 0.0030878 0.00834397 0.00145825 -0.00647434
internal_weight=0 0.00974787 0.0083819 0.00612352 0.00507076 0.00404421 0.00301935 0.00225839
internal_count=3910 2850 2329 1342 1044 741 531 987
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=9
num_cat=0
split_feature=52 52 52 12 2 13 2 1
split_gain=1.74255e-05 3.16279e-05 2.27966e-05 3.04839e-05 4.4895e-05 6.24571e-05 4.10858e-05 3.53477e-05
threshold=-0.081429999999999989 -0.24456499999999998 -0.0066199999999999991 0.10129000000000001 0.086650000000000019 -0.0038299999999999996 0.10113500000000002 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -6 -8
right_child=2 -3 3 -5 6 -7 7 -9
leaf_value=-0.0059483961284908697 -0.012808826663344257 0.015927036756762065 -0.026792293427400211 -0.015308998595977487 0.02115678561120389 0.0073857264925323894 -0.011171446220348994 0.013694987843184332
leaf_weight=0.0011296871248506696 0.0016734906969254754 0.0015928330973191338 0.0010133111594407389 0.0010833613499872221 0.0016659965531501835 0.0011319386935610242 0.0012153089164495551 0.0010793649555192364
leaf_count=449 527 522 829 344 616 196 223 204
internal_value=0 0.00685001 -0.00229692 0.000149994 0.00289285 -0.0087583 0.00920356 0.000525187
internal_weight=0 0.00272252 0.00886277 0.00718928 0.00610592 0.00214525 0.00396067 0.00229467
internal_count=3910 971 2939 2412 2068 1025 1043 427
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=11
num_cat=0
split_feature=484 48 4 12 47 3 1 48 1 15
split_gain=8.46398e-05 5.15884e-05 8.97971e-05 6.10167e-05 8.16337e-05 8.94098e-05 0.00011519 7.94736e-05 5.85347e-05 8.02515e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.09550500000000002 0.10666500000000002 0.09112000000000002 0.083775000000000002 0.076710000000000014 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00055016142899870642 -0.00042954296250361835 -0.00038792303037173066 0.0005929023761665497 -0.00060674100629287578 0.00053302215161442432 0.00048736922139059447 -0.00060737339864035751 0.00044260057233654542 0.00028126714234102273 6.1393158078345132e-05
leaf_weight=0.0010355837106442662 0.0010703287147060822 0.0010221823591331667 0.0011433978599754537 0.0013324304843850034 0.00123891825782788 0.0011810472316239537 0.0013570945208572788 0.0013541734927010746 0.0010622583556062692 0.0014361371434037321
leaf_count=627 261 137 368 562 174 105 400 202 323 751
internal_value=0 3.37123e-05 7.22768e-05 1.29408e-05 6.57861e-05 -9.16621e-06 -9.8806e-05 3.43038e-05 -0.000110027 -0.00026016
internal_weight=0 0.012198 0.0111758 0.0100324 0.00896206 0.00772314 0.00654209 0.005185 0.00383083 0.00276857
internal_count=3910 3283 3146 2778 2517 2343 2238 1838 1636 1313
is_linear=0
shrinkage=0.00196078


Tree=6155
num_leaves=8
num_cat=0
split_feature=1 4 150 1 3 43 15
split_gain=1.96832e-05 5.29025e-05 2.77836e-05 3.56478e-05 2.95012e-05 2.00271e-05 1.97519e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 0.10561500000000001 0.11265500000000002 0.0016850000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=-0.0029001225779184585 -0.011627623228762459 -0.026458508383609761 0.01453972796534375 0.013950789691072212 -0.0049399048367454301 0.015225585880623185 -0.0076939797733837773
leaf_weight=0.0013974576073569724 0.0018122658707616056 0.0010192814950506759 0.0016621722029685499 0.0019083127832585599 0.0014585363236619133 0.0010812004583163407 0.0012475516982265284
leaf_count=534 714 1010 349 454 193 91 565
internal_value=0 -0.00509077 0.0032907 -0.000319534 0.00576724 0.00500638 -0.0161314
internal_weight=0 0.00474549 0.00684129 0.00517911 0.00336685 0.00247866 0.00226683
internal_count=3910 2200 1710 1361 647 625 1575
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=9
num_cat=0
split_feature=42 43 3 42 51 2 2 3
split_gain=1.8016e-05 3.18448e-05 4.8695e-05 3.45281e-05 3.00193e-05 4.42879e-05 3.59697e-05 2.82566e-05
threshold=-1.0000000180025095e-35 -0.057994999999999998 -0.078669999999999976 0.078965000000000021 0.08955500000000001 0.093070000000000014 0.11260500000000001 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -3
right_child=1 3 -4 -5 -6 6 -8 -9
leaf_value=-0.0091317482222950854 -0.00027537352402532572 0.0042672367635038068 0.026425653535294691 -0.018497791123023459 -0.012927739882780018 -0.016952209469953246 0.0076397097575609434 0.027053550663472693
leaf_weight=0.001864326240984873 0.0016900876287108413 0.0011561828014396958 0.0011462407459226444 0.0010796275540346026 0.0012234444680707356 0.0011964984907583619 0.0011826768989515108 0.0010281867228831509
leaf_count=1060 742 143 546 779 159 183 179 119
internal_value=0 0.00160152 0.0105153 -0.00208039 0.000982454 0.00471165 -0.00472768 0.0149928
internal_weight=0 0.00970295 0.00283633 0.00686662 0.00578699 0.00456354 0.00237918 0.00218437
internal_count=3910 2850 1288 1562 783 624 362 262
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=11
num_cat=0
split_feature=48 48 51 2 2 159 133 51 0 0
split_gain=5.0848e-05 8.23817e-05 3.92438e-05 8.04381e-05 3.51513e-05 4.95356e-05 9.95059e-05 6.17705e-05 9.6375e-05 0.00014451
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11260500000000001 0.10113500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0093849999999999992 -0.077944999999999987 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00043196202177827399 -0.00041370930436568192 0.00051670112486719292 -0.00034596118021715586 0.00045485269914199593 -0.00035290442121852585 -0.00039827203982152707 -0.00020707273415425124 0.00063752626528968759 0.00083764373302934827 -0.00037024414143554176
leaf_weight=0.0011641956238216816 0.0010763069376687135 0.0012068928473353462 0.0012803433474295077 0.001389957604108428 0.0012903740488290922 0.0010039519225957996 0.0010146645765482078 0.0010527317374685839 0.0010442183733535906 0.0011388993692464273
leaf_count=676 161 287 395 425 310 413 363 84 322 474
internal_value=0 3.18321e-05 -2.45477e-05 2.06792e-05 -5.76033e-05 1.76246e-06 7.59336e-05 0.000215044 0.000347407 0.00011383
internal_weight=0 0.0115862 0.0103793 0.00909899 0.00770904 0.00641866 0.00541471 0.00425051 0.00323585 0.00219163
internal_count=3910 3749 3462 3067 2642 2332 1919 1243 880 558
is_linear=0
shrinkage=0.00196078


Tree=6158
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 4 4 12 52
split_gain=3.70292e-05 7.73347e-05 3.88027e-05 7.7719e-05 3.67315e-05 5.05687e-05 6.14945e-05 8.30843e-05 0.000112626
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11260500000000001 0.10113500000000002 0.15927500000000003 -1.0000000180025095e-35 0.080120000000000011 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00047994032429876752 -0.00034972624053060316 0.0004973612503263935 -0.00034585012595002003 0.00044457829006873661 -0.00035881467384705151 0.00040675650944578789 -0.00036960133516304245 -0.00051910685429074608 0.00035106308009769615
leaf_weight=0.0012652615863593046 0.0010842239622313359 0.0012143896145496149 0.0012758243180389173 0.0013980408615085942 0.001297381412322501 0.0010052775184742884 0.0017871849905114301 0.0013270058021837049 0.0010049232703307131
leaf_count=188 161 287 395 425 310 204 376 1012 552
internal_value=0 2.92266e-05 -2.56429e-05 1.9324e-05 -5.8017e-05 3.05821e-06 -7.23134e-05 7.53876e-05 -0.000144115
internal_weight=0 0.0115753 0.0103609 0.00908508 0.00768703 0.00638965 0.00538438 0.00359719 0.00233193
internal_count=3910 3749 3462 3067 2642 2332 2128 1752 1564
is_linear=0
shrinkage=0.00196078


Tree=6159
num_leaves=10
num_cat=0
split_feature=457 16 15 15 49 1 15 4 2
split_gain=7.71823e-05 8.22381e-05 6.87389e-05 0.000119696 0.000112704 6.94811e-05 5.44345e-05 6.10849e-05 6.26064e-05
threshold=-0.0034949999999999994 -0.49150499999999991 -0.14097499999999996 -0.074174999999999977 -1.0000000180025095e-35 0.095575000000000007 0.085285000000000014 -0.34687499999999999 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -6 -9
right_child=1 2 3 4 6 -7 -8 8 -10
leaf_value=-0.0005262538650016201 0.00045372598121199451 -0.00047926246992645224 0.00012136198418312246 -0.00066973543055944419 -0.00018304900524404558 0.00076895786562402853 -0.00035973141287226894 -5.7881619532547276e-05 0.00053636913919019721
leaf_weight=0.0010322562939203495 0.0015531435417100474 0.001162343304970879 0.0015967403924396308 0.0011521251158511494 0.0017762362095500939 0.0010597038495849735 0.0012572303303423201 0.0011906933729954904 0.0015942402146572215
leaf_count=316 311 368 490 232 234 203 1060 194 502
internal_value=0 3.18773e-05 -2.88486e-05 2.55335e-05 -0.000109438 0.0003797 1.50874e-06 0.00010108 0.000282298
internal_weight=0 0.0123425 0.0107893 0.00962697 0.00697053 0.00265644 0.0058184 0.00456117 0.00278493
internal_count=3910 3594 3283 2915 2222 693 1990 930 696
is_linear=0
shrinkage=0.00196078


Tree=6160
num_leaves=9
num_cat=0
split_feature=159 1 0 16 4 49 1 1
split_gain=1.57251e-05 3.18294e-05 3.75753e-05 4.1266e-05 4.12455e-05 6.09885e-05 4.43508e-05 3.68753e-05
threshold=-1.0000000180025095e-35 0.12730000000000002 -0.077944999999999987 0.15737500000000001 0.0057500000000000008 -0.045004999999999996 0.086560000000000012 0.095825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 -7
right_child=1 -3 3 -5 5 7 -8 -9
leaf_value=-0.011557132717286145 -0.0040936500112219503 0.017921213056297829 0.019615811113366743 -0.002848610302012619 0.021987536888409025 0.0071476107556089231 -0.030245512558667937 -0.017433692917629303
leaf_weight=0.0010902343945554975 0.0016135595117992348 0.001011850493501657 0.0015727801704371385 0.001703278303127039 0.0010524753467941808 0.0010804127615541993 0.0010842216603182606 0.0014024638662185288
leaf_count=633 1107 315 562 403 137 218 389 146
internal_value=0 0.00105963 -0.000734575 0.00793618 -0.00529182 0.00181413 -0.0146039 -0.00673725
internal_weight=0 0.010521 0.00950919 0.00327606 0.00623313 0.00353535 0.00269778 0.00248288
internal_count=3910 3277 2962 965 1997 501 1496 364
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=11
num_cat=0
split_feature=158 48 50 4 40 3 2 0 12 2
split_gain=9.48713e-05 8.10795e-05 0.000124273 0.000187286 8.66398e-05 0.00016207 9.91653e-05 0.000107554 8.27551e-05 8.14362e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.086465000000000014 0.27223000000000003 -1.0000000180025095e-35 0.10420500000000001 0.095195000000000016 -0.06402999999999999 0.086935000000000012 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00044100053363037799 -0.00058628647992619925 -0.00047545673445671357 -0.00056847393624914614 0.00089329220531622578 -6.5101645038685414e-05 0.00075331464391579345 -0.00041888211305266378 0.00069105882783864945 -0.00038190161660762073 0.00063874442008027732
leaf_weight=0.0011878636097447859 0.0010272465918627514 0.001099594049748325 0.0010293819178273907 0.0011468821813773985 0.0016987415211697681 0.0013255997949618015 0.0016242008967323187 0.0010673779161598489 0.0014646112464439189 0.0010064513767886365
leaf_count=201 488 150 638 297 415 118 510 115 773 205
internal_value=0 3.33159e-05 8.17479e-05 0.000145362 5.38627e-05 0.000125663 4.40278e-06 0.000135676 -6.49025e-06 0.00019676
internal_weight=0 0.0126507 0.0115511 0.0105217 0.00937485 0.00818698 0.00686138 0.00523718 0.0041698 0.00270519
internal_count=3910 3422 3272 2634 2337 2136 2018 1508 1393 620
is_linear=0
shrinkage=0.00196078


Tree=6162
num_leaves=8
num_cat=0
split_feature=1 4 13 16 4 16 3
split_gain=1.81129e-05 4.78178e-05 3.02058e-05 3.67778e-05 3.93306e-05 2.93278e-05 2.89411e-05
threshold=0.085835000000000009 -0.15796999999999997 -0.083354999999999985 0.064860000000000015 -0.0010999999999999996 -0.09601999999999998 -0.080664999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -3
right_child=2 6 3 -5 5 -7 -8
leaf_value=0.0081139888095104074 0.015336220450475458 -0.0034028553355087048 0.020387659712357543 -0.015755118255241264 0.0088123533063991562 -0.011072550507446594 -0.023142285767032342
leaf_weight=0.0017803635724212919 0.0015725367933031925 0.0015954090815223747 0.0010865837633608688 0.0012105100703419967 0.0013851461089034148 0.00159668929819588 0.0013897805089755589
leaf_count=146 461 1307 479 339 252 179 747
internal_value=0 -0.0048569 0.00317084 -0.000453095 0.00409984 -0.00183546 -0.0125927
internal_weight=0 0.00476555 0.00685147 0.00527893 0.00406842 0.00298184 0.00298519
internal_count=3910 2200 1710 1249 910 431 2054
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=9
num_cat=0
split_feature=4 16 2 133 52 4 3 15
split_gain=1.66757e-05 2.90633e-05 2.57749e-05 6.93909e-05 5.18562e-05 4.51169e-05 0.000109045 3.13181e-05
threshold=0.27608500000000008 -0.38486499999999996 0.106285 0.087550000000000017 0.089525000000000007 -0.034289999999999994 -0.073984999999999981 -0.096369999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=-0.017602665206044404 0.0095657234495928559 -0.015830221558766535 0.010334659309829235 -0.026889159093521353 0.021149766849671969 0.031200266920640179 0.0041877251667866051 -0.019727991124355186
leaf_weight=0.0010194066226870786 0.0015438638630796272 0.0017492951608753153 0.0019667487896586561 0.0010089573800687243 0.0010934388024408633 0.0010169555905909016 0.0010397391143852296 0.0011567125202236708
leaf_count=182 441 853 536 707 439 484 102 166
internal_value=0 -0.00159687 0.000209672 -0.00260887 0.00143624 -0.00290727 0.00412765 -0.00840696
internal_weight=0 0.0100513 0.00903185 0.0070651 0.00605614 0.0049627 0.00321341 0.00219645
internal_count=3910 3469 3287 2751 2044 1605 752 268
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=9
num_cat=0
split_feature=157 160 133 13 3 43 2 3
split_gain=1.60357e-05 4.79343e-05 6.60313e-05 3.1286e-05 5.54016e-05 6.2757e-05 4.47176e-05 6.43785e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.074234999999999982 -0.079109999999999986 0.113945 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -6
right_child=1 2 3 -5 6 -7 -8 -9
leaf_value=0.011334336169629193 -0.017677836270929372 -0.019350045389767326 0.0032767723421765712 -0.011243546819872568 -0.0072871009178635182 0.035041929287287714 -0.016780444125500154 0.021989032335356221
leaf_weight=0.0011088947098227128 0.0015281376417378137 0.001299029559680415 0.0012299144132556859 0.0010216377788988332 0.0015664786589152776 0.0012582356730445057 0.0011037702709316621 0.0014430873714138157
leaf_count=502 866 847 375 138 332 477 236 137
internal_value=0 -0.00131297 0.00148992 0.00504118 0.00756139 0.0193401 0.000436447 0.00675081
internal_weight=0 0.0104503 0.00892215 0.00762312 0.00660149 0.00248815 0.00411334 0.00300957
internal_count=3910 3408 2542 1695 1557 852 705 469
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=8
num_cat=0
split_feature=11 4 52 4 2 47 2
split_gain=1.65322e-05 2.47732e-05 4.43061e-05 4.2036e-05 3.2069e-05 6.44448e-05 6.32523e-05
threshold=0.077330000000000024 -0.076329999999999995 0.084240000000000023 -0.0040999999999999986 0.086545000000000025 0.09550500000000002 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6
right_child=-2 3 -4 4 6 -7 -8
leaf_value=0.018943734252530105 -0.011890625534646065 -0.01942712790548699 -0.0033221640408331874 -0.024315294762837985 0.019160420971866144 0.010106837504527993 -0.0079414215464312186
leaf_weight=0.0017984088297350838 0.0010759766842034684 0.0011955198757775416 0.0017764565054031241 0.0011684747641668694 0.0019438044713854627 0.0010175161752990463 0.0015461143438485654
leaf_count=599 279 1124 561 303 494 131 419
internal_value=0 0.0011276 0.00787915 -0.0023849 0.00120471 -0.00829278 0.00715368
internal_weight=0 0.0104463 0.00357487 0.00687143 0.00567591 0.00218599 0.00348992
internal_count=3910 3631 1160 2471 1347 434 913
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=11
num_cat=0
split_feature=484 457 474 484 1 0 15 0 47 2
split_gain=0.000120821 0.000147185 5.70592e-05 8.23297e-05 7.2644e-05 0.00011021 6.85791e-05 0.000114898 7.7184e-05 4.81624e-05
threshold=-0.0043499999999999988 -1.0000000180025095e-35 0.084655000000000022 1.0000000180025095e-35 0.076710000000000014 -0.087614999999999985 -0.11739999999999999 -0.10575999999999998 0.09550500000000002 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8 -9 -7
right_child=1 2 -4 -5 6 9 7 8 -10 -11
leaf_value=-0.00066290216486741122 -0.00068475550424033731 -0.00065132573518106329 0.00054057989784607149 -0.00047865464291064683 -0.00014183883594171199 0.00030248149376649775 0.00074433354525362927 -0.00013998291261746877 0.00053454545539384773 -0.00020718260021178694
leaf_weight=0.0010248913360836045 0.0010038104144012338 0.0010197894241709654 0.0010195628794757152 0.0010069531777950049 0.0013507843637380985 0.001760808698476756 0.001816935373989853 0.0017540381216836166 0.0010382721919687857 0.0011977589660837167
leaf_count=612 200 358 272 383 272 661 208 635 92 217
internal_value=0 3.64208e-05 9.69247e-05 5.55981e-05 0.000109728 -9.5456e-05 0.00024669 0.000360552 0.000110829 9.61469e-05
internal_weight=0 0.0129687 0.0119649 0.0109453 0.00993839 0.00397836 0.00596003 0.00460925 0.00279231 0.00295857
internal_count=3910 3298 3098 2826 2443 1236 1207 935 727 878
is_linear=0
shrinkage=0.00196078


Tree=6167
num_leaves=9
num_cat=0
split_feature=1 4 12 16 151 1 15 13
split_gain=1.70011e-05 3.93159e-05 3.14109e-05 5.77376e-05 6.13826e-05 6.81379e-05 2.08966e-05 1.90139e-05
threshold=0.085990000000000011 -0.082054999999999975 -1.0000000180025095e-35 -0.055679999999999993 -0.0032449999999999996 0.10113500000000002 -1.0000000180025095e-35 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 -6 -3 -1
right_child=2 6 3 -5 5 -7 -8 -9
leaf_value=-0.0037300142411682206 0.01758420029914394 -0.024806733275365669 -0.013385307479576128 -0.014037305780596494 -0.0024008604683502513 0.030106602566943953 -0.0055463085183879183 0.013961535263851316
leaf_weight=0.0013778873794763548 0.0012291703420737616 0.0010183057980054427 0.0010243572704393697 0.0019336515615222529 0.0011704834845113097 0.0014356905177995416 0.0012606965717613917 0.0010865222819671314
leaf_count=472 443 1013 157 593 302 206 566 158
internal_value=0 -0.00468504 0.00311672 -7.92567e-05 0.00735492 0.0155069 -0.0141523 0.00406993
internal_weight=0 0.00474341 0.00679335 0.00556418 0.00363053 0.00260617 0.002279 0.00246441
internal_count=3910 2209 1701 1258 665 508 1579 630
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=10
num_cat=0
split_feature=484 52 52 47 48 0 16 12 2
split_gain=8.28406e-05 5.82957e-05 7.39961e-05 3.38889e-05 8.62651e-05 8.46507e-05 5.84037e-05 7.65866e-05 4.47205e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.088035000000000016 -0.14733499999999997 -0.23935499999999996 0.086865000000000012 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 -9
right_child=1 3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00054862986923840209 -0.00013539276031413611 0.00047419875095967981 0.00052608152436064743 0.00021589493232088456 -0.0005350334286493444 0.00027234245231655527 -0.00057842327889380139 0.00029679044107475323 -0.00027446815539402386
leaf_weight=0.0010042959674832633 0.0010237789380188097 0.001191382869729779 0.0017817955352528612 0.0016363469119759612 0.0013943600817334853 0.001157132644161929 0.0014674371036262879 0.0010312557929165115 0.0010772105954114301
leaf_count=627 379 178 430 198 203 303 559 592 441
internal_value=0 3.80677e-05 0.000284704 -3.92015e-05 -9.62365e-05 7.03794e-06 -0.000110554 -0.000234456 4.93575e-06
internal_weight=0 0.0117607 0.00280557 0.00895513 0.00731878 0.00592442 0.00473304 0.0035759 0.00210847
internal_count=3910 3283 809 2474 2276 2073 1895 1592 1033
is_linear=0
shrinkage=0.00196078


Tree=6169
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.68174e-05 3.75508e-05 5.63715e-05 2.96913e-05 4.82543e-05 6.75595e-05 8.65821e-05 7.08454e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.011586932957358706 -0.015858541642405855 -0.018080590406743164 -0.010165514649012532 -0.011391238736996287 0.034481937862847964 0.030101292581505901 -0.015220873423454987 0.0002256135679942527
leaf_weight=0.0011147033265488287 0.0015206207230863819 0.0013017008631368678 0.001321496961998514 0.0010244283545491825 0.0011098139695004615 0.0013916290989471991 0.0014206245678506043 0.0013238611975904409
leaf_count=502 866 847 319 138 463 283 208 284
internal_value=0 -0.00133661 0.00114636 0.00444301 0.00691294 0.0112152 0.00439615 0.0158473
internal_weight=0 0.0104142 0.00889356 0.00759185 0.00656743 0.00524593 0.0038543 0.00243368
internal_count=3910 3408 2542 1695 1557 1238 955 747
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=10
num_cat=0
split_feature=15 403 12 3 12 2 15 52 2
split_gain=1.67142e-05 2.87135e-05 5.82871e-05 9.2903e-05 4.97984e-05 6.77848e-05 3.43418e-05 5.06336e-05 7.35792e-05
threshold=0.091915000000000011 0.03138500000000001 0.084100000000000022 -0.010319999999999998 0.10333000000000002 0.092745000000000008 -0.017214999999999998 -0.069134999999999988 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -5 -9
right_child=-2 -3 4 6 -6 -7 -8 8 -10
leaf_value=0.031549019804160333 -0.012281036934220224 0.014888542019483747 -0.032478749679836563 -0.024504956202833012 0.0075642905811617069 0.00082681182510162515 0.014528844244383877 0.017152884953621546 -0.018353508871784146
leaf_weight=0.0010984383981359576 0.0010222018908075383 0.0013224962807151823 0.0014580480291316305 0.0010185027531616473 0.0010331681287184184 0.0010519710932969915 0.0010940408172755763 0.001378572256661255 0.0010121364969017024
leaf_count=458 630 388 1151 157 248 374 154 176 174
internal_value=0 0.00111595 -0.000875784 0.00547365 -0.0109141 -0.0185201 -0.000886688 -0.00583365 0.00212081
internal_weight=0 0.0104674 0.00914488 0.00560169 0.00354319 0.00251002 0.00450325 0.00340921 0.00239071
internal_count=3910 3280 2892 1119 1773 1525 661 507 350
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=7
num_cat=0
split_feature=1 2 1 52 4 3
split_gain=1.71408e-05 3.05664e-05 4.22943e-05 3.5282e-05 3.02196e-05 3.08298e-05
threshold=0.085835000000000009 0.11462500000000002 0.092550000000000007 -0.014099999999999998 -0.15796999999999997 -0.084129999999999996
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0056785480751833381 0.012243931027673597 0.014770973940271596 0.0042797204768208414 -0.016313803088188968 -0.024651541375025801 -0.0032848693309454995
leaf_weight=0.0017557342436564137 0.0016753884241825969 0.0016971016884823418 0.0014930568793187218 0.0018788431769839705 0.0010490285670652711 0.001895511472753306
leaf_count=146 423 413 393 481 896 1158
internal_value=0 0.00316114 -0.000742551 -0.00719512 -0.0047054 -0.010897
internal_weight=0 0.00674439 0.00504729 0.0033719 0.00470027 0.00294454
internal_count=3910 1710 1297 874 2200 2054
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 52 0 2
split_gain=1.6308e-05 2.31704e-05 6.65627e-05 5.18595e-05 4.38852e-05 3.99192e-05 3.08936e-05 2.46641e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 0.0033900000000000002 -0.084304999999999977 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 7 -1 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0013663141906879947 -0.011800278871473422 -0.0022323067501383081 0.022281986200882977 -0.023093434081515433 0.017405533943957687 0.0084796362587510922 0.022546317451504965 -0.019599587984118243
leaf_weight=0.0011016255786394675 0.0010727116103011686 0.0016001426487420745 0.001046091998409748 0.0012651010985296344 0.0010831583950534889 0.0015255700098707279 0.0010602590091457682 0.0016723015956147886
leaf_count=300 279 567 387 329 432 1000 106 510
internal_value=0 0.00115257 -0.0012775 -0.0047262 -0.00077522 -0.00487955 0.0103612 -0.0111074
internal_weight=0 0.0103543 0.00819237 0.00714627 0.00588117 0.00479801 0.00216188 0.00327244
internal_count=3910 3631 3225 2838 2509 2077 406 1077
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=10
num_cat=0
split_feature=484 52 52 52 48 2 4 2 12
split_gain=7.99493e-05 5.22929e-05 6.05949e-05 3.10576e-05 6.16881e-05 5.87978e-05 0.000136016 7.07764e-05 8.55271e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.14114500000000005 0.088035000000000016 0.11005500000000001 -0.15534499999999998 0.086650000000000019 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -8
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leaf_value=-0.00053498110485590328 -0.00011198917460532809 -0.00070738096093474439 0.00048310060943155083 0.00025639779068387759 -0.00039529920014625352 0.00042507469194496427 -0.00044088880889374589 0.00044503269409087499 0.00028203961781052023
leaf_weight=0.0010176709620192377 0.0010275380475393988 0.0010368085593554311 0.0018285222104214792 0.0012179206959378455 0.0018321926800326663 0.0011014955543700135 0.0013528267406780756 0.0013984957169762115 0.0011762138508949161
leaf_count=627 379 66 430 398 244 290 433 572 471
internal_value=0 3.74844e-05 0.000269002 -3.50511e-05 -7.99941e-05 1.52441e-05 -7.56897e-05 9.1067e-05 -0.000104667
internal_weight=0 0.011972 0.00285606 0.00911595 0.00789803 0.00606584 0.00496434 0.00392754 0.00252904
internal_count=3910 3283 809 2474 2076 1832 1542 1476 904
is_linear=0
shrinkage=0.00196078


Tree=6174
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 16 4
split_gain=8.25566e-05 5.71906e-05 8.29245e-05 8.56098e-05 0.000119124 0.000118263 0.000113135 5.6385e-05 5.66437e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.19424999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9
right_child=1 -3 3 -5 5 6 7 8 -10
leaf_value=-0.00053920967754302745 -0.00041597632705606846 -0.00040365448644466058 0.00052916673024473455 0.0006210022477357044 -0.00065585642568389494 0.00061588882736680472 -0.00043006331006346162 -0.0001600835966434098 0.00034388815867352808
leaf_weight=0.0010281175807231391 0.0011573003412948717 0.0010242941497461992 0.0017352193508991644 0.0012380990068298495 0.0010372213979540027 0.001143268570785963 0.0012426740963622802 0.0019986082988238158 0.0015016634527117716
leaf_count=627 348 480 279 469 705 394 200 277 131
internal_value=0 3.95833e-05 8.06548e-05 0.00013873 6.97695e-05 -4.53692e-05 6.2206e-05 -7.12571e-05 5.6127e-05
internal_weight=0 0.0120783 0.0110541 0.00989675 0.00865866 0.00692344 0.00588621 0.00474295 0.00350027
internal_count=3910 3283 2803 2455 1986 1707 1002 608 408
is_linear=0
shrinkage=0.00196078


Tree=6175
num_leaves=9
num_cat=0
split_feature=47 43 52 3 4 150 4 16
split_gain=1.71416e-05 4.20932e-05 5.66187e-05 5.23632e-05 5.17556e-05 5.52784e-05 7.20605e-05 8.96086e-05
threshold=0.11669500000000001 -0.17307499999999998 0.090640000000000012 0.097615000000000021 0.26450500000000005 0.086025000000000018 -1.0000000180025095e-35 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.018319489100234575 -0.012019656756846074 0.033574657310103694 -0.031729407152311935 0.0003338448409036106 0.022975381928355791 -0.019996717829552105 -0.012538249206342179 -0.00094957385483669481
leaf_weight=0.0012596039971148809 0.0010860302920758192 0.0012718059816547488 0.0010298294952987008 0.0010077850081036052 0.001100494181152498 0.0011815555001146666 0.0016794801665183257 0.0018387077493500787
leaf_count=261 179 411 731 78 359 265 444 1182
internal_value=0 0.0011852 -0.00118398 -0.0158712 0.00304774 -0.000624714 0.00415381 0.0131665
internal_weight=0 0.0103693 0.00910966 0.00203761 0.00707204 0.00597155 0.00478999 0.00311051
internal_count=3910 3731 3470 809 2661 2302 2037 1593
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=10
num_cat=0
split_feature=48 48 51 2 4 0 52 16 1
split_gain=4.85968e-05 7.85831e-05 6.38029e-05 7.89872e-05 4.71931e-05 7.41098e-05 6.07477e-05 8.00521e-05 4.31217e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 0.084240000000000023 -0.055679999999999993 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00039338320354263974 -0.0003991637500813234 0.00044550350818268173 -0.00049472544137678463 0.0004682240969744352 0.00052717239582411059 0.00042605486429834327 -0.00051090594723322152 -0.00034778889598803054 6.4817768954918679e-07
leaf_weight=0.0012879807833711867 0.001071675936322832 0.0015662568919275139 0.0010079545116557656 0.0013206745236834612 0.001090718987109226 0.0013473525030770813 0.0010513486411347808 0.0014231916010131328 0.0013238988462860677
leaf_count=178 161 322 379 421 316 205 853 785 290
internal_value=0 3.75331e-05 -2.73181e-05 2.59455e-05 -5.16818e-05 1.88873e-05 -9.33198e-05 2.10758e-05 0.000238487
internal_weight=0 0.0114194 0.00985312 0.00884517 0.00752449 0.00623651 0.00488916 0.00383781 0.00241462
internal_count=3910 3749 3427 3048 2627 2449 2244 1391 606
is_linear=0
shrinkage=0.00196078


Tree=6177
num_leaves=11
num_cat=0
split_feature=484 52 52 3 47 12 13 16 0 1
split_gain=0.000146157 7.40182e-05 6.44248e-05 0.000105353 5.85654e-05 7.38445e-05 7.53367e-05 8.69097e-05 7.42123e-05 2.90529e-05
threshold=-0.0043499999999999988 -0.048794999999999991 -0.27466499999999994 0.076695000000000013 0.09550500000000002 0.086865000000000012 -0.09547499999999999 -0.089559999999999987 -0.14733499999999997 0.083930000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 -3 -10
right_child=1 4 3 -5 -6 6 7 -9 9 -11
leaf_value=-0.00071767141708079418 -0.00014514936584920034 4.2244804679116136e-05 0.00080782648038014862 9.3660614596704226e-05 0.00026405488936900059 0.00040177825514163139 0.00022304531161006062 -0.00056557796699145744 -0.00034312507624707317 -0.00081011346087957593
leaf_weight=0.0010260470422207872 0.0011268340445254681 0.0011634121652712376 0.0013874548279623126 0.0018571780566063179 0.0017600415655984981 0.001446466171528086 0.0010591102940118789 0.0010904051107844285 0.001019063227828962 0.0010297804923736428
leaf_count=612 379 156 450 164 194 116 306 830 433 270
internal_value=0 5.11507e-05 0.000258771 0.000399049 -5.47753e-05 -0.000137198 5.58065e-05 -0.000177007 -0.000353259 -0.000577841
internal_weight=0 0.0129397 0.00437147 0.00324463 0.00856828 0.00680824 0.00359598 0.00214952 0.00321226 0.00204884
internal_count=3910 3298 993 614 2305 2111 1252 1136 859 703
is_linear=0
shrinkage=0.00196078


Tree=6178
num_leaves=10
num_cat=0
split_feature=484 52 52 1 2 12 1 1 4
split_gain=9.97016e-05 6.0288e-05 8.42656e-05 3.11152e-05 6.52755e-05 5.46014e-05 5.00174e-05 5.8961e-05 3.2754e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.076710000000000014 0.091525000000000009 0.094045000000000004 0.092550000000000007 0.11235500000000002 0.24280000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -5 -8 -9
right_child=1 3 -4 6 5 -7 7 8 -10
leaf_value=-0.00059020149700234677 -0.00016238869495236428 -0.00054978882295219863 0.00053268856036295083 0.000303180714451705 0.0003370859795507614 -0.00029602777607011196 -0.00032858361777539624 -9.2306534515351814e-05 0.00040095428367860553
leaf_weight=0.001060126314011694 0.0010469342491770612 0.0012353347366011952 0.0018653218733617055 0.0019359674226956921 0.0010407567488051478 0.0010542143008495633 0.0019185384061162682 0.0010602719500439374 0.0010111807786386774
leaf_count=627 379 785 430 395 202 298 355 138 301
internal_value=0 3.676e-05 0.000282813 -4.06547e-05 -0.000192302 1.84956e-05 4.45691e-05 -8.09107e-05 0.000148479
internal_weight=0 0.0121685 0.00291226 0.00925626 0.00333031 0.00209497 0.00592596 0.00398999 0.00207145
internal_count=3910 3283 809 2474 1285 500 1189 794 439
is_linear=0
shrinkage=0.00196078


Tree=6179
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 12 16 1 0 15
split_gain=6.61893e-05 6.38967e-05 8.45796e-05 5.84285e-05 9.59607e-05 8.74256e-05 8.60169e-05 5.40129e-05 6.5785e-05 4.81542e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 0.024640000000000006 -0.10315499999999998 0.088325000000000015 -0.19424999999999998 0.095575000000000007 -0.12329499999999999 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 8 -8 -9
right_child=1 -3 -4 5 6 -7 7 9 -10 -11
leaf_value=-0.00048875778647880334 0.00051094790349655176 -0.00044184443871901283 0.00052840202686779269 -0.00067997137687277986 -0.00047597522233017544 0.00011572527133751631 0.00024943539565289256 0.00063841727423012988 -0.0004159067748895352 4.6818901701442345e-05
leaf_weight=0.001029602027651449 0.0016246206027527499 0.0010110271198915605 0.0013727086247052401 0.0010530665809685394 0.0012839217078181248 0.0010706322884264587 0.0010642432428573691 0.0010019211953492177 0.0012336113388390435 0.0011206415875654873
leaf_count=627 281 480 508 466 243 463 69 206 445 122
internal_value=0 2.9566e-05 7.3593e-05 7.54595e-06 9.05292e-05 -0.000278832 -2.92078e-05 0.000100557 -0.000107756 0.000326073
internal_weight=0 0.0118364 0.0108254 0.00945266 0.00732896 0.0021237 0.00570434 0.00442042 0.00229785 0.00212256
internal_count=3910 3283 2803 2295 1366 929 1085 842 514 328
is_linear=0
shrinkage=0.00196078


Tree=6180
num_leaves=10
num_cat=0
split_feature=150 151 160 1 12 15 43 15 2
split_gain=1.99634e-05 5.99874e-05 3.53943e-05 3.46534e-05 4.52725e-05 6.36134e-05 4.71026e-05 2.9865e-05 1.59726e-05
threshold=0.082085000000000019 -0.024429999999999997 1.0000000180025095e-35 0.12864500000000004 0.10129000000000001 -0.07142999999999998 -0.083899999999999988 0.035895000000000003 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -8 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.021755693631273321 0.024968092794260415 -0.0082948675029058238 -0.019092380156173205 0.017077163059031817 -0.021737828847657209 0.025393278969597362 0.01089649544806298 -0.0092038502980225471 -0.0042367363119459921
leaf_weight=0.0010822880955644665 0.0010992004722882574 0.0010698900137126638 0.0010822833922857931 0.0010538984820084567 0.0010308200467219952 0.0011400147904613786 0.0015778612105999616 0.0013906989532033447 0.0010024663215767806
leaf_count=454 330 183 522 254 361 317 369 946 174
internal_value=0 0.00856135 -0.00208589 0.000137566 -0.00233368 0.00089596 0.00811524 0.00147997 -0.0133316
internal_weight=0 0.00216909 0.00936033 0.00827805 0.00722415 0.00619333 0.00410857 0.00296856 0.00208475
internal_count=3910 513 3397 2875 2621 2260 1632 1315 628
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=8
num_cat=0
split_feature=42 51 42 43 1 48 4
split_gain=1.86616e-05 3.27318e-05 3.84127e-05 6.74957e-05 2.74761e-05 7.52104e-05 3.53119e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.076710000000000014 0.084670000000000009 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.0092333581708248322 -0.0128390863394734 0.027495129199595122 -0.010777729253223534 -0.0096436683885005852 0.02050698327962153 -0.019594660167452774 0.0061594777319960384
leaf_weight=0.0018638632453717692 0.0013342880989784976 0.001318305089859184 0.0014455501911072146 0.0014258498668561067 0.0019783210019739391 0.0010529188213192348 0.0010768999475032348
leaf_count=1060 521 673 710 320 419 120 87
internal_value=0 0.00169814 0.00403572 0.00716074 0.00231669 0.00646788 -0.0065726
internal_weight=0 0.00963213 0.00829784 0.00685229 0.00553399 0.00410814 0.00212982
internal_count=3910 2850 2329 1619 946 626 207
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=9
num_cat=0
split_feature=52 0 52 15 13 13 2 2
split_gain=1.79275e-05 3.27609e-05 5.39272e-05 2.84058e-05 4.01314e-05 6.93558e-05 4.29698e-05 5.33434e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.24456499999999998 -0.11739999999999999 -0.014114999999999997 -0.09547499999999999 0.096750000000000017 0.086130000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 -6
right_child=3 2 -4 4 6 -7 -8 -9
leaf_value=-0.0066181210401754691 -0.015111301166869843 -0.0051406282920568548 0.025210874224467286 0.0043160862046836409 0.0018912042926970505 -0.029904523239849264 -0.0089145093509197613 0.031508109165472087
leaf_weight=0.0014020669408925119 0.0015166156320151692 0.0010011938587252921 0.0014095503610493537 0.0014394729337028917 0.0014657256813496913 0.0010062699921786038 0.0011876655897079167 0.0010393819000904278
leaf_count=128 467 427 635 230 390 1170 223 240
internal_value=0 0.00553665 0.0126057 -0.00285608 0.00017176 -0.00976355 0.00675197 0.0141794
internal_weight=0 0.00381281 0.00241074 0.00765513 0.00613852 0.00244574 0.00369277 0.00250511
internal_count=3910 1190 1062 2720 2253 1400 853 630
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=11
num_cat=0
split_feature=48 48 2 2 150 4 15 15 3 12
split_gain=6.33476e-05 7.58441e-05 5.12851e-05 5.74388e-05 0.000101057 0.000106167 7.2162e-05 0.000115479 0.000102941 3.30504e-05
threshold=0.11930500000000001 0.095825000000000007 -1.0000000180025095e-35 0.11260500000000001 0.086420000000000011 -0.08422499999999998 -0.017214999999999998 0.085285000000000014 -0.073984999999999981 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 8 -8 -7 -4
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=0.00039960361390699973 -0.00045858303337445797 0.00054390482361300842 -0.0006239689740616855 0.0002581033886923321 -0.00066485307289002049 0.00033418139289764543 0.00083402922356932085 -6.9689459127234559e-06 -0.00051006096758474465 -0.00014737492333036554
leaf_weight=0.0010264544100212413 0.0011186771504681564 0.0010085385494722392 0.0011606660003327517 0.0017865535355440854 0.0011649101658146232 0.0010003037374400243 0.0010821993829712336 0.0014947683387621859 0.0012481506211437781 0.0010799297363534132
leaf_count=258 161 239 455 504 233 514 267 815 278 186
internal_value=0 2.91882e-05 -1.7816e-05 -6.05875e-05 -0.00012976 -4.15446e-05 0.000122232 0.000346209 -0.00013447 -0.000394259
internal_weight=0 0.0120525 0.0110439 0.0100175 0.00823093 0.00706602 0.00482542 0.00257697 0.00224845 0.0022406
internal_count=3910 3749 3510 3252 2748 2515 1874 1082 792 641
is_linear=0
shrinkage=0.00196078


Tree=6184
num_leaves=8
num_cat=0
split_feature=1 150 16 16 0 12 15
split_gain=2.06982e-05 3.28913e-05 3.29995e-05 4.14074e-05 4.12828e-05 2.90848e-05 3.97649e-05
threshold=0.085835000000000009 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.066689999999999985 0.086865000000000012 0.085120000000000015
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.014481983983360312 -0.015331475259597507 0.015786755881758614 0.015397611903687675 -0.019370398009651239 0.0078806817002066345 -0.0085236839154291429 0.015996864908814547
leaf_weight=0.0019566908001678466 0.0011575871590070556 0.0016421158124991916 0.0017436642821344723 0.0010674278415443981 0.0011600502242129461 0.001620669066163869 0.0011173183265969036
leaf_count=924 256 349 439 366 300 722 554
internal_value=0 0.00346927 -0.000474536 0.00385626 -0.00517828 -0.00517123 0.00148267
internal_weight=0 0.00677085 0.00512873 0.00397114 0.00222748 0.00469468 0.00273799
internal_count=3910 1710 1361 1105 666 2200 1276
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=8
num_cat=0
split_feature=42 50 47 1 457 4 52
split_gain=1.97869e-05 2.771e-05 3.96461e-05 5.25535e-05 5.02388e-05 4.69785e-05 7.06221e-05
threshold=-1.0000000180025095e-35 0.083475000000000008 0.087850000000000025 0.11198000000000001 0.082870000000000013 -1.0000000180025095e-35 -0.023079999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0095159587497619016 -0.015996446508309808 -0.013971991628140569 -0.0093363683016928749 0.027177567709871127 0.020366374540824149 -0.017365375203415825 0.016418987625395776
leaf_weight=0.0018549624094196223 0.0010320534321433645 0.0010017384693666318 0.0018560017880268212 0.0010987123460612491 0.001316720706323939 0.0013556427318464166 0.0019270723149096591
leaf_count=1060 404 542 294 372 199 381 658
internal_value=0 0.00176708 0.00360334 0.00717175 0.00326858 -0.00194909 0.00511347
internal_weight=0 0.00958794 0.0085862 0.0067302 0.00563149 0.00431477 0.00295913
internal_count=3910 2850 2308 2014 1642 1443 1062
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=9
num_cat=0
split_feature=484 52 52 47 48 0 42 0
split_gain=8.11097e-05 4.03912e-05 7.11519e-05 3.95537e-05 8.62727e-05 9.35062e-05 7.60312e-05 8.68116e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.088035000000000016 -0.14733499999999997 0.08622500000000001 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -7
right_child=1 3 -4 -5 -6 6 -8 -9
leaf_value=-0.00054181257886004239 -0.0001718041940190031 0.00050751450984917832 0.00047901178217469085 0.0002499081059154225 -0.00052162967665894157 -0.00061235160738079965 0.00025162033772500446 3.3255922981891964e-05
leaf_weight=0.0010044356970872461 0.0010102789899016362 0.0011934653245933013 0.001790416880761119 0.0016405818942743372 0.001416431549639891 0.0015481756973062689 0.0015401521473614541 0.0016586529685994724
leaf_count=627 379 178 430 198 203 814 793 288
internal_value=0 3.86136e-05 0.000244247 -2.53951e-05 -8.67876e-05 1.68955e-05 -0.000106454 -0.000278427
internal_weight=0 0.0117982 0.0028007 0.00899746 0.00735688 0.00594045 0.00474698 0.00320683
internal_count=3910 3283 809 2474 2276 2073 1895 1102
is_linear=0
shrinkage=0.00196078


Tree=6187
num_leaves=9
num_cat=0
split_feature=1 4 3 48 47 16 0 51
split_gain=1.72653e-05 2.83324e-05 3.04978e-05 2.52388e-05 5.31665e-05 6.49735e-05 5.13015e-05 1.66046e-05
threshold=0.085990000000000011 -0.15796999999999997 -0.084129999999999996 0.087945000000000009 0.09252500000000001 -0.095109999999999986 -0.19631499999999999 -0.0084849999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -5 -7
right_child=3 2 -4 6 -6 7 -8 -9
leaf_value=0.0053245482057087149 0.03529727732652204 -0.024359225092762171 -0.0031198505632379289 -0.022195661053364325 -0.0088810285672916503 0.013690865550826889 0.0084499498559061446 -0.0040032271808722797
leaf_weight=0.001761461651584393 0.0010259577387306466 0.00105195763739943 0.0018919585849692477 0.0010086767411235931 0.001384047145704722 0.0010376785865424964 0.0011915281278258808 0.0010848071618604074
leaf_count=146 347 902 1161 70 181 314 279 510
internal_value=0 -0.00470706 -0.0107094 0.0031883 0.00745412 0.014635 -0.00559943 0.00464738
internal_weight=0 0.00470538 0.00294392 0.0067327 0.00453249 0.00314844 0.0022002 0.00212249
internal_count=3910 2209 2063 1701 1352 1171 349 824
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=10
num_cat=0
split_feature=133 48 48 133 160 16 133 42 4
split_gain=4.86459e-05 7.11736e-05 8.99097e-05 8.49885e-05 5.59979e-05 9.84539e-05 7.88773e-05 7.05102e-05 8.56866e-05
threshold=0.10599500000000002 0.11930500000000001 0.095825000000000007 0.083815000000000014 -0.026849999999999995 -0.0072149999999999992 -0.0023199999999999996 0.088345000000000021 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 -8
right_child=-2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00023433984237915774 -0.00042846842860408527 -0.00047535971253125932 0.00062774695940482825 0.00048475494638253516 -0.00059096481151297447 0.00060845450783042867 -0.00046905785159787148 0.00037018650026277461 0.00011857050642498765
leaf_weight=0.0010029077484913669 0.0010034741195520122 0.0010130310379506116 0.0010014882385943344 0.0012640082016456668 0.0012666833497589651 0.0011371287763550968 0.0018997788114297907 0.0012045229312895945 0.0019164595475604708
leaf_count=352 557 135 221 658 816 270 467 226 208
internal_value=0 2.13731e-05 6.84325e-05 1.06347e-05 -6.04769e-05 0.000213487 -0.000153725 -4.34142e-05 -0.000173959
internal_weight=0 0.011706 0.010693 0.00969149 0.00842748 0.00214004 0.00628744 0.00502076 0.00381624
internal_count=3910 3353 3218 2997 2339 622 1717 901 675
is_linear=0
shrinkage=0.00196078


Tree=6189
num_leaves=10
num_cat=0
split_feature=484 133 42 133 3 3 3 15 16
split_gain=0.000133247 6.99759e-05 0.00010859 7.73484e-05 0.000105947 0.000152146 8.91554e-05 7.45327e-05 5.22409e-05
threshold=-0.0043499999999999988 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.074174999999999977 -0.092969999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00070024639797298461 -0.00046434050411024258 -0.00043931888825640529 0.00051186939513642724 0.00059121020819632975 -0.00069631081731602324 0.00058240600426966529 -4.4986999211386544e-05 -0.00031141722582202019 0.00047051477626426169
leaf_weight=0.0010068206903944095 0.0012393110876811097 0.0010701103519442827 0.001797258316549105 0.0013302809463106276 0.0010871886260904046 0.0011857965606837479 0.0017651823087687169 0.0019831925724070202 0.0013217395660238586
leaf_count=612 351 481 281 474 706 395 180 278 152
internal_value=0 4.06365e-05 8.4497e-05 0.000149458 8.51655e-05 -1.92723e-05 9.83873e-05 -1.48148e-05 0.000175737
internal_weight=0 0.0127801 0.0117099 0.0104706 0.00914036 0.0073431 0.00625591 0.00507011 0.00308692
internal_count=3910 3298 2817 2466 1992 1711 1005 610 332
is_linear=0
shrinkage=0.00196078


Tree=6190
num_leaves=9
num_cat=0
split_feature=11 48 2 2 49 42 3 15
split_gain=1.87556e-05 2.51783e-05 3.93439e-05 4.41425e-05 3.79709e-05 6.05534e-05 4.26967e-05 1.91626e-05
threshold=0.077330000000000024 0.091555000000000011 0.11260500000000001 0.10113500000000002 -0.052649999999999995 -0.082904999999999993 -0.075954999999999981 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.017932204549189226 -0.012688616436454046 0.011410413306651232 0.014411710590792284 -0.022053137794102066 0.022865749149078816 -0.016004901230774589 0.014831204535336076 -0.0039701771213714867
leaf_weight=0.0010482082470810884 0.0010691101989668923 0.0019664680413232277 0.0013616668047850148 0.0011528412641070053 0.0011712673433039822 0.0015318422552254404 0.0011282019273660072 0.0010434768108895543
leaf_count=232 279 435 448 264 398 1306 229 319
internal_value=0 0.00122035 -0.00115458 -0.00415014 -0.000665534 0.00304726 -0.0032205 0.00579727
internal_weight=0 0.010404 0.0084375 0.00707584 0.005923 0.00487479 0.00370352 0.00217168
internal_count=3910 3631 3196 2748 2484 2252 1854 548
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=8
num_cat=0
split_feature=42 51 49 42 160 52 3
split_gain=1.9436e-05 2.60919e-05 3.6721e-05 6.51462e-05 4.61187e-05 6.04065e-05 5.49563e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.091955000000000023 -0.026849999999999995 -0.0041199999999999995 0.090325000000000003
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=-0.0094315423398539447 -0.011254011829041011 0.019825968984207049 0.024404395589130948 -0.020112212434387624 -0.016472828513451127 0.019589162224386961 -0.0060015593704332371
leaf_weight=0.0018572606222858759 0.0013299260413299078 0.0012237763360232207 0.0010503857016931767 0.0012047267863719889 0.0013700119120895488 0.0019172939619129931 0.001492364104260867
leaf_count=1060 521 223 430 672 415 418 171
internal_value=0 0.00174517 0.00383851 0.00105732 0.00543181 0.00126237 0.00838843
internal_weight=0 0.00958848 0.00825856 0.00703478 0.00583006 0.00477967 0.00340966
internal_count=3910 2850 2329 2106 1434 1004 589
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=9
num_cat=0
split_feature=52 0 52 160 13 13 52 4
split_gain=1.92899e-05 3.13626e-05 4.40165e-05 3.07556e-05 3.59782e-05 5.8851e-05 5.33413e-05 5.04067e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.24456499999999998 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 7 -7
right_child=3 2 -4 4 5 6 -8 -9
leaf_value=-0.0061808095004053584 -0.016468395726130042 -0.0032385569503169684 0.024197380452245787 -0.015552177492369377 0.022408213096893701 -0.027481444928275076 0.014474725540380705 0.0010875160849113713
leaf_weight=0.001391074606118323 0.0013803108055411625 0.0010072855208950104 0.001394033100719564 0.0011980267592075202 0.0012637329187689893 0.0010588373508594218 0.0012411132203221553 0.0014819890988540057
leaf_count=128 924 427 635 127 441 618 324 286
internal_value=0 0.00576729 0.0126888 -0.00296004 2.62908e-05 0.00372519 -0.00251773 -0.010818
internal_weight=0 0.00379239 0.00240132 0.00762401 0.0062437 0.00504567 0.00378194 0.00254083
internal_count=3910 1190 1062 2720 1796 1669 1228 904
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=10
num_cat=0
split_feature=484 52 47 48 42 3 16 52 0
split_gain=9.29164e-05 5.48654e-05 6.28563e-05 0.000103692 8.87678e-05 8.39862e-05 0.000111911 4.99058e-05 6.7664e-05
threshold=-1.0000000180025095e-35 -0.068164999999999989 0.09550500000000002 0.084500000000000006 -1.0000000180025095e-35 -0.100615 -0.083564999999999987 -0.27466499999999994 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -7 -2 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=-0.00057191387662040762 -0.00012295200229297691 -0.00051647885281581667 0.00029836756510598361 -0.0006916993444627019 0.00059337804954752373 0.00032104005611361292 -0.00039475030648491224 1.0855562693718296e-05 0.00064469733955975158
leaf_weight=0.0010248029127407415 0.0010414716438135233 0.0011183655082186075 0.0016311534384875082 0.0010650791921164226 0.0010260454489287082 0.0016309608156746245 0.0017311077593773192 0.0011026722468166356 0.0015687315433640116
leaf_count=627 379 682 195 192 143 538 627 52 475
internal_value=0 4.33645e-05 -4.61509e-05 -0.000131665 -2.33417e-05 0.00010234 -4.75159e-05 0.000241127 0.000383067
internal_weight=0 0.0119156 0.00820271 0.00657156 0.00550648 0.00438811 0.00336207 0.00371288 0.0026714
internal_count=3910 3283 2377 2182 1990 1308 1165 906 527
is_linear=0
shrinkage=0.00196078


Tree=6194
num_leaves=10
num_cat=0
split_feature=15 1 43 13 48 47 16 15 51
split_gain=1.61597e-05 2.28627e-05 4.14055e-05 5.7259e-05 2.83055e-05 6.5293e-05 5.5999e-05 4.09583e-05 3.91595e-05
threshold=0.091915000000000011 0.076710000000000014 0.013605000000000001 -1.0000000180025095e-35 0.087945000000000009 0.09252500000000001 -0.094359999999999986 -0.0089749999999999986 0.088715000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -8 -6
right_child=-2 4 -4 -5 8 -7 7 -9 -10
leaf_value=-0.028037553264916294 -0.012161561365988227 0.034723642276023294 0.0092329639847250119 0.0039778389694832342 -0.018570458556328145 -0.0096279799814387723 -0.0067599947211696848 0.019963272162927519 0.0085026300805846923
leaf_weight=0.001234353758418712 0.0010059200703169983 0.0010998007747479934 0.0012346736242956112 0.0010204644364925994 0.0010758718485957106 0.0013798966648986581 0.0010909001594236424 0.0012093536356936872 0.001061311167421124
leaf_count=1147 630 354 248 280 204 187 273 455 132
internal_value=0 0.00111149 -0.00548771 -0.0135483 0.00444059 0.00871801 0.0161636 0.00728971 -0.00512614
internal_weight=0 0.0104066 0.00348949 0.00225482 0.00691713 0.00477995 0.00340005 0.00230025 0.00213718
internal_count=3910 3280 1675 1427 1605 1269 1082 728 336
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 1 13 4
split_gain=5.67403e-05 0.000100967 7.09714e-05 7.80468e-05 6.01345e-05 6.36187e-05 4.13551e-05 5.31268e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 0.11260500000000001 -0.08422499999999998 0.10884000000000001 -0.014114999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00035645361038094198 -0.00043464228830634598 0.00049114368275179714 -0.00053242360689025948 0.0004600448632420616 -6.1565791587477042e-05 -0.00031084399045244715 0.00058652710462276975 -2.6293395868281223e-06
leaf_weight=0.0019650410796582208 0.0010967405302911683 0.001587996012856383 0.00101578181840034 0.0012928129200638315 0.0017804270882721364 0.0014577559129864415 0.0013665715491773603 0.0010334737049731892
leaf_count=590 161 322 379 421 1270 247 332 188
internal_value=0 3.21291e-05 -4.14104e-05 1.4655e-05 -6.10764e-05 4.18688e-05 0.000164862 0.000332833
internal_weight=0 0.0114999 0.00991186 0.00889608 0.00760327 0.00563823 0.00418047 0.00240005
internal_count=3910 3749 3427 3048 2627 2037 1790 520
is_linear=0
shrinkage=0.00196078


Tree=6196
num_leaves=10
num_cat=0
split_feature=11 13 39 0 16 15 4 0 16
split_gain=1.66962e-05 2.52066e-05 5.93432e-05 4.73111e-05 3.98326e-05 3.58959e-05 5.0251e-05 3.03826e-05 2.52899e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.011450000000000002 -0.074174999999999977 0.044585000000000007 -0.084304999999999977 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1 -7
right_child=-2 2 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.00081921523963576857 -0.012050565442634623 0.01679093622010985 0.020896274603683138 -0.022157390114764697 0.016590543897037281 -0.0030257403128802624 -0.010939560514396082 0.022851550471709628 -0.024585163604714824
leaf_weight=0.0011100992130979581 0.0010537045310472408 0.0013288502986407147 0.0010432335785899808 0.0012676013185565485 0.0010702680767444451 0.0010475795078844874 0.0012857604099345929 0.0010600569035136792 0.0011320635697400802
leaf_count=300 279 401 387 329 432 276 210 106 1190
internal_value=0 0.00116274 -0.00138042 -0.00463888 -0.000852304 -0.00474624 0.00315419 0.0107433 -0.0142233
internal_weight=0 0.0103455 0.00817536 0.00713212 0.00586452 0.00479425 0.00261461 0.00217016 0.00217964
internal_count=3910 3631 3225 2838 2509 2077 611 406 1466
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=10
num_cat=0
split_feature=484 4 12 47 1 52 42 1 2
split_gain=9.96225e-05 4.80336e-05 6.88826e-05 8.45553e-05 9.5963e-05 8.88191e-05 4.63517e-05 3.68492e-05 2.95128e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.09112000000000002 -0.068164999999999989 0.08622500000000001 0.10915500000000002 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -6 -7
right_child=1 -3 3 -5 7 6 -8 -9 -10
leaf_value=-0.00059277992339384607 -0.0004700201650841836 0.00036241894738003611 0.00048061058248515589 0.00049502371239916422 -0.00065768421387379808 -0.00045304545788714677 0.00024858158261139852 -0.00012752464407937895 -3.5359771867010017e-05
leaf_weight=0.0010105324865476795 0.0010774355769732876 0.0016188479455413523 0.0016893848422866019 0.0014139265424954932 0.0010144122645900453 0.001077668478835708 0.0013052665060132884 0.0010018716410033976 0.0016403600869419419
leaf_count=627 276 447 375 200 355 546 562 157 365
internal_value=0 4.86057e-05 -1.10071e-06 5.41587e-05 -2.64926e-05 0.000103308 -5.51216e-05 -0.000394253 -0.000200968
internal_weight=0 0.0118392 0.0102203 0.00914289 0.00772896 0.00571268 0.0040233 0.00201628 0.00271803
internal_count=3910 3283 2836 2560 2360 1848 1473 512 911
is_linear=0
shrinkage=0.00196078


Tree=6198
num_leaves=9
num_cat=0
split_feature=4 12 47 3 1 160 403 12
split_gain=1.83426e-05 3.3673e-05 2.93807e-05 5.42224e-05 4.33536e-05 4.01665e-05 3.81018e-05 8.16659e-05
threshold=0.27608500000000008 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.09112000000000002 0.08234000000000001 0.03138500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.018482937418822808 0.010255824559893668 0.0055843734231411516 0.013847802761382345 0.014808588448851683 -0.02236858313664819 0.014445505870516046 0.0080784036507297197 -0.031634798153023391
leaf_weight=0.001057106037585096 0.0014986803482473906 0.0011019345496965083 0.0013727113480199093 0.0015165665448364611 0.0013188640202368151 0.0011435906187392533 0.0011165325942326656 0.0012678018816571596
leaf_count=300 441 288 289 140 459 291 341 1361
internal_value=0 -0.00161553 0.000401972 -0.00207044 -0.00637357 -0.00181722 -0.00715184 -0.0143278
internal_weight=0 0.00989511 0.008838 0.00746529 0.00594872 0.00462986 0.00348627 0.00236974
internal_count=3910 3469 3169 2880 2740 2281 1990 1649
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=9
num_cat=0
split_feature=484 52 52 47 42 48 0 0
split_gain=9.24172e-05 3.78803e-05 6.49174e-05 4.44934e-05 7.49598e-05 8.01413e-05 0.000119078 8.76258e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.08622500000000001 0.088035000000000016 -0.14733499999999997 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8
right_child=1 3 -4 -5 -6 -7 7 -9
leaf_value=-0.0005761110969087972 -0.00014978493655329835 0.00046092511372341133 0.00047106666984779108 0.00027295465087382397 0.00025393494807939308 -0.00067523264180144218 -0.00061107244015970647 3.9464633813178767e-05
leaf_weight=0.0010039261588824346 0.0010226757762975477 0.0011459213549204388 0.0017650523531216608 0.0016440887278862054 0.0018746855148575169 0.0010933566386883958 0.0015458728884706605 0.0016412315768956696
leaf_count=627 379 144 430 198 896 134 814 288
internal_value=0 4.37343e-05 0.000243308 -1.84621e-05 -8.40846e-05 -0.000200862 -8.1164e-05 -0.000276072
internal_weight=0 0.0117329 0.00278773 0.00894516 0.00730107 0.00542638 0.00433303 0.0031871
internal_count=3910 3283 809 2474 2276 1380 1246 1102
is_linear=0
shrinkage=0.00196078


Tree=6200
num_leaves=9
num_cat=0
split_feature=484 133 16 52 151 1 0 0
split_gain=8.05791e-05 7.04222e-05 6.95072e-05 0.000109578 6.84032e-05 0.000120625 7.68268e-05 6.61767e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.10209999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00053896642330035255 -0.00042583995749704667 -0.00045516181850958665 0.0003126346713867137 0.00080187568590772728 -0.00057484765340178891 0.00045027867371857157 6.04079042936044e-05 -0.00026358487159513784
leaf_weight=0.0010156313860062377 0.0014223000416181209 0.0010232578528901687 0.0019940019148589881 0.0011235053448354622 0.0011637499216462848 0.0019046652519806957 0.0019726127631612203 0.001244557262642154
leaf_count=627 238 480 659 117 190 338 940 321
internal_value=0 3.65149e-05 8.299e-05 0.000274242 -4.60845e-05 6.10615e-05 -0.000175304 9.11972e-05
internal_weight=0 0.0118487 0.0108254 0.00436206 0.00646333 0.00504103 0.00313636 0.00323856
internal_count=3910 3283 2803 1097 1706 1468 1130 980
is_linear=0
shrinkage=0.00196078


Tree=6201
num_leaves=11
num_cat=0
split_feature=48 48 51 2 4 0 16 52 1 4
split_gain=5.20844e-05 9.68975e-05 6.14711e-05 6.27946e-05 5.95926e-05 6.63014e-05 8.82302e-05 6.12197e-05 5.08228e-05 9.45558e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 -0.0060199999999999993 0.084240000000000023 0.092550000000000007 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00041727079775365997 -0.00042036750262884658 0.00061264019141117263 -0.00048400215054325541 0.00041524323453664979 -2.2404911411761238e-05 0.00042008953124668657 -0.00057738532713852257 -0.00035403166771809391 -0.00016254958666816734 0.00077688587043083402
leaf_weight=0.0013501396550394344 0.0010772674474688942 0.0010035606068579577 0.0010137802098148388 0.0013524247055899568 0.0012123249043913922 0.001365101055331738 0.0010384322067697755 0.0010571090761410744 0.0010854090612913091 0.0010723823212812963
leaf_count=185 161 239 357 433 548 211 557 759 259 201
internal_value=0 3.04332e-05 -2.4964e-05 2.38505e-05 -4.08526e-05 3.35487e-05 -6.29937e-05 5.766e-05 0.000186796 0.000352761
internal_weight=0 0.0115507 0.0105471 0.00953332 0.0081809 0.00683076 0.00546566 0.00442723 0.00337012 0.00228471
internal_count=3910 3749 3510 3153 2720 2535 2324 1767 1008 749
is_linear=0
shrinkage=0.00196078


Tree=6202
num_leaves=9
num_cat=0
split_feature=52 4 2 2 43 4 15 0
split_gain=1.65917e-05 3.12925e-05 6.94179e-05 5.91544e-05 0.000121396 4.94336e-05 6.06418e-05 3.11811e-05
threshold=0.16064500000000001 0.15927500000000003 0.10796500000000002 0.106285 0.0033500000000000005 -0.08422499999999998 -0.0063699999999999989 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.018039633170649449 -0.012111649087009216 0.027254167462534271 -0.0061864211848604396 0.014537905240754169 -0.036705369995846303 -0.015388355957964056 0.022265097817546251 0.0067321081312961733
leaf_weight=0.0011708081263456897 0.0010398200558079619 0.0012714233482338474 0.0012129921838305757 0.0017083289514139019 0.0010941778516276018 0.0012114735649600525 0.001379251308027052 0.0013443961459656314
leaf_count=566 475 243 293 479 452 130 514 758
internal_value=0 0.00113704 0.0109271 -0.00193849 -0.00647827 -7.3445e-07 0.00536634 -0.00375292
internal_weight=0 0.0103929 0.00248442 0.00790844 0.00620011 0.00510593 0.00393512 0.00255587
internal_count=3910 3435 536 2899 2420 1968 1402 888
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=11
num_cat=0
split_feature=48 48 51 40 1 2 13 3 3 1
split_gain=4.2621e-05 9.66988e-05 4.63861e-05 5.27398e-05 7.53845e-05 4.9578e-05 5.3809e-05 4.95149e-05 3.40511e-05 1.42829e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 -1.0000000180025095e-35 0.11198000000000001 0.095195000000000016 -0.014729999999999998 -0.076734999999999984 -0.09113499999999998 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5 -9
right_child=-2 -3 -4 4 -6 6 -8 9 -10 -11
leaf_value=-0.00035873944108406175 -0.00038273319938372775 0.00061211955017777926 -0.00041094240443917841 0.00014974916077532962 0.00047086000752743064 5.0092467578829483e-05 -0.00058854550468759922 0.00048169676176282078 -0.00031566728730020289 0.00016247947692086103
leaf_weight=0.0012359018994182588 0.0010496245786530732 0.0010014654335716187 0.0010777324058408701 0.0011549088719134974 0.0015129486544033805 0.0010135790015837393 0.001015343179679331 0.0010286627320539501 0.0012678641431399841 0.0011318356926930031
leaf_count=337 161 239 364 381 283 305 319 139 1197 185
internal_value=0 3.01108e-05 -2.57254e-05 1.86244e-05 7.60246e-05 -1.43184e-05 -0.000269504 9.86472e-05 -9.38085e-05 0.000314466
internal_weight=0 0.0114402 0.0104388 0.00936104 0.00812514 0.00661219 0.00202892 0.00458327 0.00242277 0.0021605
internal_count=3910 3749 3510 3146 2809 2526 624 1902 1578 324
is_linear=0
shrinkage=0.00196078


Tree=6204
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 4 3 4 3
split_gain=5.9261e-05 9.41276e-05 3.90653e-05 7.32895e-05 5.23534e-05 7.43698e-05 3.51829e-05 6.28926e-05 3.83065e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-1.8016706722150604e-05 -0.00044651843687406635 0.00054833581249547167 -0.00034738943852260763 0.00045587356020453866 -0.00046328512889649934 0.00046036961632028926 0.00037726253081622052 -0.00023553599164430542 -0.00046503671917680903
leaf_weight=0.0015524541172777242 0.0010764010510244436 0.0012251656849977073 0.0012782465767734183 0.0012679761028604524 0.0010343403951647021 0.0011675668097243111 0.0013415312154418445 0.001238235703913149 0.0014031596446871443
leaf_count=562 161 287 395 418 238 216 193 117 1323
internal_value=0 3.45893e-05 -2.66179e-05 1.89138e-05 -5.26945e-05 1.06642e-05 -8.41912e-05 8.31317e-05 -0.000230237
internal_weight=0 0.0115087 0.0102835 0.00900526 0.00773729 0.00670295 0.00553538 0.00257977 0.00295561
internal_count=3910 3749 3462 3067 2649 2411 2195 310 1885
is_linear=0
shrinkage=0.00196078


Tree=6205
num_leaves=9
num_cat=0
split_feature=484 52 52 47 42 48 0 0
split_gain=7.86267e-05 4.40079e-05 8.19582e-05 3.6753e-05 7.15445e-05 7.82466e-05 9.63747e-05 0.000101029
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.08622500000000001 0.088035000000000016 -0.14733499999999997 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
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right_child=1 3 -4 -5 -6 -7 7 -9
leaf_value=-0.00053387135295826233 -0.00019607039689484789 0.00040326135718786861 0.00050426206496480806 0.00023409684160179202 0.00023804246887475117 -0.00067916915456310101 -0.00062277755322641013 7.4814890330168537e-05
leaf_weight=0.0010119600008113528 0.0010062281845188629 0.001133031638784318 0.0017770941388351598 0.0016378911976533475 0.0018842851124970502 0.0010748948293911841 0.0015445605270342439 0.0016517718502409838
leaf_count=627 379 144 430 198 896 134 814 288
internal_value=0 3.581e-05 0.000251077 -3.13118e-05 -9.09548e-05 -0.000205665 -8.81036e-05 -0.000262282
internal_weight=0 0.0117098 0.00278332 0.00892644 0.00728854 0.00540426 0.00432936 0.00319633
internal_count=3910 3283 809 2474 2276 1380 1246 1102
is_linear=0
shrinkage=0.00196078


Tree=6206
num_leaves=10
num_cat=0
split_feature=484 52 52 160 42 151 12 4 15
split_gain=7.67506e-05 4.98483e-05 5.96904e-05 4.85237e-05 7.82924e-05 7.48348e-05 9.44091e-05 9.79854e-05 4.69101e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.079234999999999986 -1.0000000180025095e-35 -0.0088999999999999982 0.095295000000000019 0.074650000000000008 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2 2
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leaf_value=-0.00052420259352741079 -0.0001151302829704117 -0.00038097304461127312 0.00047329611519397497 -0.00040535882183496898 -0.00034037630299369132 0.00046658348883187994 -0.0002569970793663501 0.00084018523505708439 -4.0147126069663986e-05
leaf_weight=0.0010314249251774056 0.0010423053171360408 0.0013475669687497234 0.0018203391865526559 0.0013639041424183002 0.001158417632879564 0.0011771236391739234 0.0012712884784827141 0.0011490580263049405 0.0017415415247129234
leaf_count=627 379 595 430 699 201 76 225 221 457
internal_value=0 3.30543e-05 0.000259047 -3.71969e-05 2.17322e-05 0.000111385 0.000209404 0.000355169 0.000164222
internal_weight=0 0.0120715 0.00286264 0.0092089 0.00786133 0.00649743 0.00533901 0.00406772 0.00291867
internal_count=3910 3283 809 2474 1879 1180 979 754 533
is_linear=0
shrinkage=0.00196078


Tree=6207
num_leaves=11
num_cat=0
split_feature=484 475 43 13 457 52 12 3 13 52
split_gain=7.09112e-05 4.47397e-05 6.9875e-05 9.60897e-05 4.40795e-05 6.05554e-05 5.14378e-05 0.000122724 8.31431e-05 3.40657e-05
threshold=-1.0000000180025095e-35 -0.028044999999999997 -0.074254999999999988 0.20131000000000002 0.041935000000000007 -0.031409999999999993 0.089995000000000006 0.090325000000000003 -0.0030249999999999995 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -4 7 8 -7 -3
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leaf_value=-0.0004988344114371403 0.00043535404346846504 0.00058092286132460885 -0.00057962391548141152 -0.00027695767967937619 0.0002658732446112139 -0.00011040063101762235 -0.00040490309498898046 -0.00046174263327234874 0.00063700866658586712 0.00013100550856623625
leaf_weight=0.0010255854801337139 0.0010003936742180091 0.0017074630583039079 0.001159948357911055 0.001092571519436382 0.0010089611107432731 0.0010232495831531648 0.0013636632127205697 0.0012142022996530183 0.0012982320601270089 0.001041767488224083
leaf_count=627 430 516 286 159 137 555 600 158 126 316
internal_value=0 3.84914e-05 2.10125e-06 0.000214947 -0.000113587 -0.000176772 -8.13951e-05 4.33774e-05 0.00030757 0.000410435
internal_weight=0 0.0119105 0.0109101 0.0038418 0.00706826 0.0060593 0.00489935 0.00353568 0.00232148 0.00274923
internal_count=3910 3283 2853 991 1862 1725 1439 839 681 832
is_linear=0
shrinkage=0.00196078


Tree=6208
num_leaves=10
num_cat=0
split_feature=48 48 51 2 133 3 1 3 0
split_gain=4.93627e-05 9.35812e-05 4.56983e-05 7.03238e-05 3.56652e-05 5.38575e-05 7.16484e-05 5.788e-05 6.18638e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8 8 -10
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leaf_weight=0.0014752116417794565 0.0010688630208856515 0.0010036669648672255 0.0010723240069703639 0.0013760044676621478 0.0010636712191396452 0.0012058914869747693 0.0011957682603399196 0.0014874255850488346 0.0016880625906696388
leaf_count=274 161 243 362 432 533 1100 204 205 396
internal_value=0 3.01691e-05 -2.41894e-05 1.91559e-05 -5.03369e-05 1.4279e-07 -8.79838e-05 2.81197e-05 0.000166999
internal_weight=0 0.011568 0.0105644 0.00949204 0.00811603 0.00705236 0.00557715 0.00438138 0.00317549
internal_count=3910 3749 3506 3144 2712 2179 1905 1701 601
is_linear=0
shrinkage=0.00196078


Tree=6209
num_leaves=9
num_cat=0
split_feature=484 4 12 47 16 16 16 4
split_gain=7.66773e-05 3.86807e-05 6.09132e-05 6.46631e-05 7.82736e-05 8.44126e-05 7.55447e-05 5.80725e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.014099999999999998 -0.083144999999999983 0.15737500000000001 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00051483601677015326 -0.00044216259642167882 0.00032787173392039395 0.00019285411427061389 0.00043815523651649017 0.00054694980857353118 -0.00067128565242332097 -5.1813530079426405e-05 -0.00032308316028246503
leaf_weight=0.0010257839449492523 0.0010735259401099392 0.0015965359941781344 0.001879925357183024 0.0014074567846739409 0.0014422263729585232 0.0010596238570577759 0.001848423662391605 0.0015144525918292042
leaf_count=627 276 447 565 200 453 725 393 224
internal_value=0 4.40249e-05 -2.92349e-07 5.15382e-05 -1.87227e-05 -0.000188157 0.000210613 -3.7339e-05
internal_weight=0 0.0118222 0.0102256 0.00915211 0.00774465 0.004454 0.00329065 0.00339438
internal_count=3910 3283 2836 2560 2360 1514 846 789
is_linear=0
shrinkage=0.00196078


Tree=6210
num_leaves=10
num_cat=0
split_feature=50 4 2 48 52 43 12 2 12
split_gain=1.68433e-05 3.8716e-05 4.28405e-05 3.94905e-05 4.02053e-05 4.74911e-05 5.93025e-05 3.09983e-05 2.16925e-06
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 7 -8 8 -10
leaf_value=-0.015074089203861772 -0.012174450903465191 0.017642222477011967 -0.019476015294303928 0.019416345481084406 -0.026540262400599618 0.021821698681516222 0.0073067782805764665 0.0055477606583454794 -0.0010113239940245475
leaf_weight=0.0016286583679809719 0.0010487551441059522 0.0012490036439144576 0.0011172604749805923 0.0010590753356442091 0.0010036042126637112 0.0013589906342218998 0.0010690394853529513 0.0010127889953741619 0.0010041387522991875
leaf_count=538 689 396 310 242 796 176 436 136 191
internal_value=0 0.00111613 -0.00111449 0.00140688 -0.00128815 0.00283267 -0.00908245 0.010148 0.00228228
internal_weight=0 0.0105026 0.00925356 0.0081363 0.00707722 0.00544856 0.00207264 0.00337592 0.00201693
internal_count=3910 3221 2825 2515 2273 1735 1232 503 327
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=9
num_cat=0
split_feature=52 43 12 0 52 2 2 13
split_gain=1.65068e-05 2.8004e-05 2.21545e-05 4.82633e-05 3.33479e-05 6.10034e-05 4.36663e-05 4.36432e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.10129000000000001 -0.061994999999999995 -0.0066199999999999991 0.087995000000000004 0.10679500000000001 -0.0038299999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 -6
right_child=2 -3 -4 -5 5 6 -8 -9
leaf_value=0.016904515609003506 -0.0181443964141043 -0.0033842334907533559 -0.01511727322419946 0.015689218802220222 -0.028319512672693711 0.022761740976636576 -0.0024330238959352807 0.001064451371231777
leaf_weight=0.0013558986402840483 0.0013400601808630204 0.0013653955766500143 0.0011516470202844065 0.0015232810765770629 0.0010018919511716848 0.001293548477319629 0.0014692232067937743 0.0010201534917218657
leaf_count=513 422 458 386 258 878 538 254 203
internal_value=0 0.00672474 -0.00218683 -0.000239786 -0.00420139 -0.000296443 0.00936334 -0.0134948
internal_weight=0 0.00272129 0.00879981 0.00764816 0.00612488 0.00478482 0.00276277 0.00202205
internal_count=3910 971 2939 2553 2295 1873 792 1081
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 3
split_gain=1.65809e-05 3.98519e-05 5.34314e-05 2.86133e-05 5.10601e-05 7.37103e-05 6.80712e-05 6.33174e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.011565854399088388 -0.016342558226666193 -0.017658034833674629 -0.010807231013987971 -0.011053752040043172 0.02795107274331924 0.031007883591771798 -0.013114028602867395 -0.0047996352267692804
leaf_weight=0.0011060011895075569 0.0015081939480403933 0.0012804467571064732 0.0013099632659271257 0.0010321811349012213 0.0014216828586499299 0.0013901115575101026 0.0014348818628013567 0.00100946180659299
leaf_count=502 866 847 319 138 657 283 208 90
internal_value=0 -0.00131363 0.00123927 0.0044238 0.00685685 0.0112592 0.00415813 0.0143523
internal_weight=0 0.0103869 0.00887873 0.00759828 0.0065661 0.00525614 0.00386603 0.00243114
internal_count=3910 3408 2542 1695 1557 1238 955 747
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 1 157 52 0 0
split_gain=8.52501e-05 6.43746e-05 6.84023e-05 0.000112009 8.03429e-05 0.000136524 7.81051e-05 9.34753e-05 6.6646e-05 0.000103004
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.0088999999999999982 0.10113500000000002 -0.060939999999999994 -0.096614999999999993 -0.10209999999999998 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 8 -4 -8 -6 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00054025600960103267 -0.00044770815386103188 -0.00043181562304703497 0.00054568777121895252 0.00079431172388777299 -0.00053687488479793816 0.00048129037878232115 0.00024292736551196381 -0.00054253422513532564 0.0004872553911390469 -0.0003999338911929822
leaf_weight=0.0010611160470905467 0.001475860901472466 0.0010221607801470653 0.0010023184795027386 0.0011582264914579551 0.0012233452570865879 0.0019458157780882649 0.0013047046245876425 0.0010523668676398108 0.0010057703000834772 0.0010067498827074826
leaf_count=627 238 480 346 117 190 338 399 235 471 469
internal_value=0 3.91858e-05 8.2267e-05 0.000268493 -4.41007e-05 7.08559e-05 8.72052e-05 -0.000107759 -0.00017595 4.34448e-05
internal_weight=0 0.0121973 0.0111752 0.00451762 0.00665754 0.00518168 0.00335939 0.00235707 0.00323587 0.00201252
internal_count=3910 3283 2803 1097 1706 1468 980 634 1130 940
is_linear=0
shrinkage=0.00196078


Tree=6214
num_leaves=11
num_cat=0
split_feature=48 48 2 47 2 150 4 403 43 4
split_gain=6.02185e-05 9.67362e-05 5.90899e-05 6.31922e-05 7.08392e-05 0.000109321 0.000126059 8.70595e-05 4.2627e-05 3.72869e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 -8
right_child=-2 -3 3 -5 -6 -7 9 -9 -10 -11
leaf_value=0.00042186840442858404 -0.00044224313655968689 0.00059878859748098542 -0.00011592170396785402 -0.00045817754916834447 0.0003754242582846818 -0.0006300200946355081 0.00065131477224929051 0.00021743534957025307 -0.00064558746113199629 0.00014910819447250094
leaf_weight=0.0010336842597694082 0.0011385686910930148 0.0010479731383244784 0.001001298961388709 0.0013921822163531798 0.0015252918759612859 0.0011993619052199003 0.001050076463396 0.0012243388621834533 0.0014022875518131389 0.0012391189033823017
leaf_count=258 161 239 433 263 479 233 556 256 703 329
internal_value=0 2.9406e-05 -2.45077e-05 -7.04927e-05 -8.03706e-06 -9.02252e-05 1.91877e-05 -0.000208151 -0.000424936 0.000379475
internal_weight=0 0.0121156 0.0110676 0.010034 0.00864177 0.00711648 0.00591712 0.00362793 0.00240359 0.0022892
internal_count=3910 3749 3510 3252 2989 2510 2277 1392 1136 885
is_linear=0
shrinkage=0.00196078


Tree=6215
num_leaves=9
num_cat=0
split_feature=133 42 160 43 43 150 2 2
split_gain=1.88016e-05 3.51917e-05 3.46526e-05 3.51969e-05 5.79953e-05 3.90039e-05 5.60567e-05 2.30104e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.089949999999999988 0.083205000000000015 0.098195000000000018 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 6 -5 -3
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leaf_weight=0.0013360561723732003 0.0013810726036795297 0.0010020273435184957 0.0010107357043121802 0.0015015322782324853 0.0011012585852306911 0.0012683422458255374 0.001860258246462134 0.0010553956842052053
leaf_count=604 752 635 212 502 385 157 346 317
internal_value=0 -0.00154191 0.00078731 0.00425389 0.0149519 -0.000625927 -0.00626348 -0.0105726
internal_weight=0 0.0101806 0.00879955 0.00674213 0.00211199 0.00463013 0.00336179 0.00205742
internal_count=3910 3306 2554 1602 597 1005 848 952
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=11
num_cat=0
split_feature=133 484 484 42 16 2 49 0 12 0
split_gain=7.86977e-05 7.42709e-05 8.56225e-05 9.66643e-05 0.000103074 7.0599e-05 5.8922e-05 5.86014e-05 4.63731e-05 3.31891e-05
threshold=0.10599500000000002 0.087420000000000012 -1.0000000180025095e-35 -0.090359999999999982 -0.092424999999999993 0.081110000000000015 -0.0019649999999999997 -0.22851499999999997 0.086935000000000012 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 6 8 9 -10 -11
leaf_value=-0.00046021899203244293 -0.00051889811241340178 -0.00047264905706409402 -0.00040395525462186993 -0.00044615459054086034 2.2229928305593867e-05 0.00015003748140009101 0.00096373944970137176 0.00036156673133242784 0.00043990700157119089 -7.4110529391925242e-05
leaf_weight=0.0010328673593139126 0.0010853428329696884 0.0010280724661231649 0.0011483913132778077 0.0010267295973043211 0.0015294259645742673 0.0011393143572579769 0.0012187301021566871 0.0011268709133770748 0.0013916979456598472 0.0016662633641476646
leaf_count=550 557 341 326 81 420 233 335 134 496 437
internal_value=0 3.18811e-05 7.78634e-05 0.000132098 0.000199754 0.000377274 0.000522088 -4.55851e-05 0.000684469 0.00010166
internal_weight=0 0.0123084 0.0112803 0.0102474 0.00909903 0.00527917 0.00374974 0.00381986 0.00261043 0.00279313
internal_count=3910 3353 3012 2462 2136 1484 1064 652 831 571
is_linear=0
shrinkage=0.00196078


Tree=6217
num_leaves=9
num_cat=0
split_feature=15 484 51 160 48 16 52 3
split_gain=1.71025e-05 2.48123e-05 3.91792e-05 4.06332e-05 3.40668e-05 4.11489e-05 7.42579e-05 6.4878e-05
threshold=0.091915000000000011 0.084225000000000008 0.090935000000000016 0.086110000000000006 0.086215000000000014 -0.029944999999999996 0.09086000000000001 -0.082304999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.02894482399039465 -0.012524126608083157 0.01445791159636905 0.016303661464399152 -0.02134240628303706 -0.015264412868709464 -0.020848105899184184 0.012341376231275571 -0.00094106911413452073
leaf_weight=0.0012013908935002192 0.0010078749825327546 0.0012301445531419297 0.0011878274560872164 0.0010655011198699655 0.0012625691798900307 0.0015112872640252501 0.0012169698168309115 0.0018371632459942321
leaf_count=624 630 422 335 295 335 640 87 542
internal_value=0 0.00111247 -0.000656063 -0.0031447 -0.000386324 0.00287104 -0.00604356 0.0108753
internal_weight=0 0.0105129 0.00928271 0.00809488 0.00702938 0.00576681 0.00272826 0.00303855
internal_count=3910 3280 2858 2523 2228 1893 727 1166
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=11
num_cat=0
split_feature=484 133 16 52 15 42 157 52 0 15
split_gain=7.51986e-05 6.33154e-05 8.0405e-05 9.19528e-05 7.53526e-05 0.000126392 6.22582e-05 7.14665e-05 5.55819e-05 5.7038e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.021529999999999997 0.08401500000000002 -0.027089999999999996 -0.108275 -0.19631499999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 8 -6 -4 -8 -2 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.0005160240478301459 -0.00016591795912688741 -0.00043185354470417293 0.0005301492953140235 0.00077757102514243632 -0.00074126503360499743 0.00017724759037787525 0.0002635938919364037 -0.00043634634484741847 1.3268150477583831e-05 0.00062223746255355176
leaf_weight=0.0010174539599071353 0.0017008128703785985 0.0010021032488913431 0.0010007240611676392 0.0011048285558261498 0.0013085296329863345 0.0010288600083092252 0.0012231363292799205 0.0010357722264976294 0.0012627895185715718 0.0011121090525598562
leaf_count=627 129 480 378 117 538 350 357 245 359 330
internal_value=0 3.95818e-05 8.34162e-05 0.000288712 -5.62986e-05 -0.000336959 0.000123017 -5.73481e-05 0.000104658 0.000298434
internal_weight=0 0.0117797 0.0107776 0.00436446 0.0064131 0.00233739 0.00325963 0.00225891 0.00407571 0.0023749
internal_count=3910 3283 2803 1097 1706 888 980 602 818 689
is_linear=0
shrinkage=0.00196078


Tree=6219
num_leaves=11
num_cat=0
split_feature=484 4 52 49 52 3 13 4 52 3
split_gain=7.71209e-05 5.1751e-05 4.55965e-05 7.71234e-05 5.54203e-05 4.71505e-05 4.11575e-05 5.40594e-05 0.00011648 2.35444e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.068164999999999989 -1.0000000180025095e-35 -0.27466499999999994 0.045635000000000002 -0.014114999999999997 0.05309500000000001 0.089525000000000007 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 9 8 -8 -5
right_child=1 -3 3 6 5 -7 7 -9 -10 -11
leaf_value=-0.00052057432330730854 -0.00021011197302864753 0.00037071093711371584 -0.00050676189264799696 -7.5172186428773782e-06 0.00063787828452993795 8.8247601023250222e-05 -0.00048835921549864806 0.0005108129631846434 0.00043551482790319643 -0.00041540008693006873
leaf_weight=0.0010131663641861988 0.0010100616856246092 0.0016024834614189335 0.0014262844854779078 0.0011495680231179508 0.0010947424231524069 0.0013280114499446133 0.0010636058415849014 0.0010587729357885503 0.0010354398895240618 0.0010330393486888251
leaf_count=627 378 447 251 912 367 115 424 70 236 83
internal_value=0 4.31408e-05 -8.32489e-06 -0.000101702 0.000175739 0.000336603 6.47822e-06 0.000149585 -3.26207e-05 -0.00020057
internal_weight=0 0.011802 0.0101995 0.00676671 0.00343282 0.00242275 0.00534043 0.00315782 0.00209905 0.00218261
internal_count=3910 3283 2836 1976 860 482 1725 730 660 995
is_linear=0
shrinkage=0.00196078


Tree=6220
num_leaves=11
num_cat=0
split_feature=48 48 403 52 3 13 12 16 51 12
split_gain=5.76025e-05 7.70327e-05 3.91086e-05 6.03458e-05 7.53686e-05 7.99117e-05 0.000115487 9.4425e-05 3.71037e-05 3.593e-05
threshold=0.11930500000000001 0.092755000000000018 0.087440000000000004 0.11401500000000002 -0.088024999999999978 -0.094679999999999986 0.051320000000000005 -0.057604999999999996 -0.0093849999999999992 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 7 -7 -9 -1
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.00012802441330271537 -0.00044355096802443309 0.00049518408989598179 -0.00039120870494738729 -0.00038526661537793469 0.00038405883622198201 -0.00039339686913704072 -0.00071496212166025216 1.7323384231715116e-05 0.00054167613182543809 0.00063730144128996003
leaf_weight=0.001023825809162993 0.0010799435528819354 0.0012233046277409674 0.0010126502986621362 0.001252902687091711 0.0013322980386360588 0.0013225306787131063 0.0010997346453350031 0.0010477278680236183 0.0010278082949013063 0.0011100983053335223
leaf_count=415 161 287 328 524 180 226 1195 190 127 277
internal_value=0 3.01641e-05 -2.54453e-05 1.47406e-05 7.76698e-05 -3.77314e-05 -0.00016267 1.60709e-05 0.000276984 0.000392958
internal_weight=0 0.0114529 0.0102296 0.00921693 0.00796402 0.0058301 0.0044978 0.00339807 0.00207554 0.00213392
internal_count=3910 3749 3462 3134 2610 1918 1738 543 317 692
is_linear=0
shrinkage=0.00196078


Tree=6221
num_leaves=10
num_cat=0
split_feature=484 52 52 0 47 48 42 3 16
split_gain=0.00010146 6.19645e-05 6.15743e-05 6.74007e-05 4.49325e-05 0.000103856 7.10387e-05 0.000122481 0.000112269
threshold=-1.0000000180025095e-35 -0.068164999999999989 -0.27466499999999994 -0.15007499999999999 0.09550500000000002 0.084500000000000006 -1.0000000180025095e-35 -0.100615 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -8 -9
right_child=1 4 3 -5 -6 -7 7 8 -10
leaf_value=-0.00059220022873700934 -0.00015706905573727785 -0.00045746806974931883 3.9046264459883e-05 0.00066085334744025244 0.00023955605506959687 -0.00068211855012082477 0.00068548794158646215 0.00028592774298897243 -0.00041847599579483761
leaf_weight=0.0010449332778034491 0.0010296265968864409 0.0011188766091942996 0.0011399668884786787 0.0016264285031312841 0.0016552260933342423 0.0010671001661194347 0.0010382322657656842 0.0016666671259831013 0.0018196945983402482
leaf_count=627 379 682 52 475 195 192 143 538 627
internal_value=0 4.44953e-05 0.000252269 0.000404621 -4.97832e-05 -0.000121151 -1.50806e-05 9.43164e-05 -8.17334e-05
internal_weight=0 0.0121618 0.00379602 0.0027664 0.0083658 0.00671057 0.00564347 0.00452459 0.00348636
internal_count=3910 3283 906 527 2377 2182 1990 1308 1165
is_linear=0
shrinkage=0.00196078


Tree=6222
num_leaves=8
num_cat=0
split_feature=1 4 457 12 16 16 3
split_gain=1.70961e-05 3.76454e-05 3.14021e-05 5.94313e-05 7.72185e-05 5.34167e-05 2.40491e-05
threshold=0.085990000000000011 -0.15796999999999997 0.041935000000000007 -1.0000000180025095e-35 -0.055679999999999993 -0.30307999999999996 -0.084129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=0.0067774964776007142 0.020941675082687336 -0.023738400411896208 0.017626598238750731 -0.012487523344665106 -0.022587177710846729 0.015386025107857857 -0.0049142023457817803
leaf_weight=0.0017836710399068163 0.001087266733606115 0.001053603332592673 0.0012239964849735116 0.0011175149086972041 0.0016201822288919405 0.0017868704264303924 0.0019072268783737617
leaf_count=146 359 902 212 173 547 410 1161
internal_value=0 -0.00469903 0.00311397 -5.13767e-05 -0.00509607 0.00466117 -0.0116127
internal_weight=0 0.0047445 0.00683583 0.00561183 0.00452457 0.00290439 0.00296083
internal_count=3910 2209 1701 1489 1130 583 2063
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=8
num_cat=0
split_feature=4 151 16 0 133 0 13
split_gain=1.76039e-05 3.21141e-05 4.18803e-05 5.29217e-05 4.60992e-05 5.81298e-05 4.10383e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.11756999999999999 -0.024689999999999997 -0.10071499999999999 -0.0019849999999999994
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=0.010788312128827422 0.009949994094676097 -0.031029672501737618 0.019985644319042092 -0.0019293155287746517 0.014594175967968423 -0.0005808201501788455 -0.022430073962468815
leaf_weight=0.0017317261865954911 0.0015199383530433977 0.0011284037736392985 0.0010047517882857933 0.0014006602280640362 0.0012848991387301766 0.0019338817162798004 0.0015475457228630281
leaf_count=556 441 169 485 438 164 1132 525
internal_value=0 -0.00159851 -0.00418288 -0.0149132 0.000519462 -0.00358405 -0.0102931
internal_weight=0 0.0100319 0.00830014 0.00252906 0.00577108 0.00476633 0.00348143
internal_count=3910 3469 2913 607 2306 1821 1657
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=9
num_cat=0
split_feature=11 3 3 49 15 15 52 4
split_gain=1.56629e-05 3.13509e-05 3.13313e-05 3.56324e-05 5.37747e-05 0.000110586 7.61738e-05 5.09144e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.07107999999999999 -0.017214999999999998 -0.074174999999999977 0.0053050000000000007 0.035895000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.015066298012755065 -0.011652310422244896 -0.013701709824648675 -0.015252623331827623 0.023925528526564394 0.030190738677497365 -0.031500128961189283 -0.0050027681111372629 -0.0035169591177147009
leaf_weight=0.0013934198286828818 0.0010606211364147774 0.0016088067902930098 0.0010648416917496493 0.0011030797018213969 0.0015027880795180047 0.0010031734698805776 0.0010410533290778103 0.0017464917247250978
leaf_count=247 279 1646 221 248 305 258 276 430
internal_value=0 0.00110096 -0.00104447 0.00168464 0.00450419 -0.00294613 0.015788 0.00710613
internal_weight=0 0.0104637 0.00907023 0.00746143 0.00639659 0.00385274 0.00254384 0.00284957
internal_count=3910 3631 3384 1738 1517 936 581 678
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 15 42 52 15 48
split_gain=9.54592e-05 7.09006e-05 0.000116143 0.000125304 0.000104957 8.61538e-05 0.000123994 7.99825e-05 5.38199e-05 5.0291e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.014099999999999998 0.096170000000000019 -0.062539999999999984 -0.021529999999999997 0.08401500000000002 -0.096614999999999993 -0.095799999999999982 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 -7 -6 9 -2
right_child=1 -3 3 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00057959239558854291 0.00015261619144630873 -0.00045797635750121127 0.00065146678309324776 0.00086634719929889526 0.00022384997421606771 -0.00076405945166163408 0.00012644410711907725 -0.00050067052250132816 0.00041819043216115217 -0.00036329088563967314
leaf_weight=0.0010548888237823613 0.0017552083751316999 0.0010286176938256461 0.001027749194734506 0.0011944815153076241 0.0013157904518144186 0.0013860055293663076 0.0010616193209497242 0.0010559087157991313 0.0012897052706307291 0.0012394337234663383
leaf_count=627 337 480 341 117 401 538 350 238 321 160
internal_value=0 3.49152e-05 7.96796e-05 0.000320044 0.000128086 -8.43459e-05 -0.000377817 -9.87152e-05 8.33127e-05 -6.09094e-05
internal_weight=0 0.0123545 0.0113259 0.00459393 0.00339945 0.00673197 0.00244762 0.0023717 0.00428435 0.00299464
internal_count=3910 3283 2803 1097 980 1706 888 639 818 497
is_linear=0
shrinkage=0.00196078


Tree=6226
num_leaves=10
num_cat=0
split_feature=484 52 52 42 15 1 2 16 12
split_gain=6.86733e-05 4.3559e-05 5.23751e-05 3.62001e-05 8.53026e-05 6.24365e-05 4.50951e-05 0.000115593 2.75745e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.08622500000000001 0.085285000000000014 0.11235500000000002 0.106035 -0.094359999999999986 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 -5
right_child=1 3 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.00049717076335139871 -0.00011289565139227078 -0.00048820999161174836 0.00044570939350118934 0.00036398078404037903 -0.00063037152746080226 0.00036679753452994876 -0.00043766392168919602 0.00029348520821044591 -6.509540489037123e-05
leaf_weight=0.0010234085749371629 0.0010055800115379354 0.0011605347276891576 0.001801257010253526 0.001312779101559752 0.0010175412272259736 0.0012821932396046946 0.0012632053219913666 0.0019482961365651129 0.0010257830584029862
leaf_count=627 379 198 430 559 456 250 119 483 409
internal_value=0 3.22914e-05 0.000245583 -3.41518e-05 -0.000107733 -1.36787e-05 -0.000125262 1.67634e-06 0.000175772
internal_weight=0 0.0118172 0.00280684 0.00901033 0.00667177 0.00565423 0.00437204 0.00310883 0.00233856
internal_count=3910 3283 809 2474 1506 1050 800 681 968
is_linear=0
shrinkage=0.00196078


Tree=6227
num_leaves=10
num_cat=0
split_feature=484 52 52 52 48 133 2 2 16
split_gain=7.46375e-05 6.58635e-05 7.34905e-05 4.21096e-05 6.5762e-05 5.56876e-05 8.80919e-05 0.0001381 2.04602e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.14114500000000005 0.088035000000000016 -1.0000000180025095e-35 0.10113500000000002 0.086650000000000019 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 -7
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00050895161701469043 -0.0001228097856492537 -0.00038001767952299941 0.00052544511085466869 0.00029455042767930932 -0.00041730491867195108 0.0001419498335368034 -0.00028981226539393461 0.00074954421536627656 -0.00025294382457992658
leaf_weight=0.0010500944803705685 0.0010492623817229675 0.001187815267692743 0.0018717552967505639 0.0012188003137773512 0.0018824217142348861 0.0010060657816481113 0.0015807449100240746 0.0013760809197105729 0.0010117048762182308
leaf_count=627 379 769 430 398 244 245 281 308 229
internal_value=0 3.5859e-05 0.000292585 -4.5092e-05 -9.65482e-05 1.43285e-06 9.25142e-05 0.000270589 -5.60488e-05
internal_weight=0 0.0121847 0.00292102 0.00926363 0.00804483 0.00616241 0.0049746 0.00339385 0.00201777
internal_count=3910 3283 809 2474 2076 1832 1063 782 474
is_linear=0
shrinkage=0.00196078


Tree=6228
num_leaves=9
num_cat=0
split_feature=484 52 52 47 48 0 12 13
split_gain=7.54401e-05 5.8204e-05 5.98234e-05 5.17498e-05 7.12867e-05 7.89867e-05 5.98031e-05 6.2374e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 0.09550500000000002 0.088035000000000016 -0.14733499999999997 0.086865000000000012 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8
right_child=1 3 -4 -5 -6 6 7 -9
leaf_value=-0.00052221432740278447 -9.9765797657857887e-05 0.00043475934515109813 0.00049588022493198046 0.00027084590316078973 -0.00050085498356952716 -0.00041449550134232662 0.00041644269317100892 -0.00017259047466170499
leaf_weight=0.0010113428557958744 0.0010117349922056118 0.001194353960883794 0.0018044962119575848 0.0016724246455668479 0.0014504650790146002 0.0017733639328040484 0.0010807963662291945 0.0019172412457787579
leaf_count=627 379 178 430 198 203 731 83 1081
internal_value=0 3.55965e-05 0.000281894 -4.07218e-05 -0.000110983 -1.61929e-05 -0.000129073 3.97567e-05
internal_weight=0 0.0119049 0.00281623 0.00908865 0.00741622 0.00596576 0.0047714 0.00299804
internal_count=3910 3283 809 2474 2276 2073 1895 1164
is_linear=0
shrinkage=0.00196078


Tree=6229
num_leaves=10
num_cat=0
split_feature=48 48 51 0 40 47 13 43 3
split_gain=4.44947e-05 8.52139e-05 7.49251e-05 5.87025e-05 4.09792e-05 7.54193e-05 6.75612e-05 8.31004e-05 7.2149e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 0.09550500000000002 -0.09547499999999999 -0.083094999999999988 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=0.0004066812428181472 -0.00038172829112041316 0.00058003679822923751 -0.0005231859591586812 -0.00035842197240242631 0.00030857818227071946 0.00052503201235852949 0.00016002894852367062 -2.8175264337565732e-05 -0.0006715184480332809
leaf_weight=0.0014137463615710314 0.0010705047088139874 0.0010107783790253263 0.0010121524159558823 0.0012142272343671542 0.0014944128544882602 0.001018316117608927 0.0017517303718624401 0.0011995310657313127 0.0015187580152593264
leaf_count=152 161 239 357 323 270 141 631 650 986
internal_value=0 3.60103e-05 -1.57544e-05 3.76857e-05 -2.59556e-05 3.18568e-05 -5.23437e-05 -0.000173007 -0.000387623
internal_weight=0 0.0116337 0.0106229 0.00961072 0.00819698 0.00698275 0.00596443 0.00447002 0.00271829
internal_count=3910 3749 3510 3153 3001 2678 2537 2267 1636
is_linear=0
shrinkage=0.00196078


Tree=6230
num_leaves=10
num_cat=0
split_feature=1 1 0 12 43 42 48 160 16
split_gain=1.84328e-05 4.41846e-05 3.94706e-05 4.40962e-05 3.60941e-05 5.01524e-05 4.20706e-05 4.83362e-05 8.69027e-05
threshold=0.10420500000000001 0.11097000000000001 -0.15007499999999999 1.0000000180025095e-35 -0.15648499999999999 0.088585000000000011 0.086935000000000012 -0.026849999999999995 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 7 -6 -9
right_child=1 2 3 -5 5 -7 -8 8 -10
leaf_value=0.014151808296027369 0.023208504983132219 -0.016356056270375445 0.021631136875143567 -0.0075180780915607556 0.021598748215315482 -0.026316181891848991 -0.019894073727406651 0.014067764173123155 -0.018359286463289586
leaf_weight=0.0010459790687431759 0.0010297825141893958 0.0010609149979323809 0.0010594754454555182 0.0010172868815700939 0.001000407110385005 0.001011556634005934 0.00106112173246946 0.0015281607436658572 0.001799827847001856
leaf_count=235 206 104 355 215 477 837 276 482 723
internal_value=0 0.00523507 -0.000663793 0.00735261 -0.00307048 -0.00588472 -0.00204995 0.0023246 -0.00346929
internal_weight=0 0.00416746 0.00313768 0.00207676 0.00744705 0.00640107 0.00538952 0.0043284 0.00332799
internal_count=3910 880 674 570 3030 2795 1958 1682 1205
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=10
num_cat=0
split_feature=484 52 52 151 15 2 3 42 1
split_gain=7.83536e-05 3.59744e-05 7.79018e-05 3.18822e-05 7.00578e-05 0.000136587 0.00014746 0.00010959 8.19833e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.044604999999999992 -0.074174999999999977 0.106035 -0.060719999999999989 0.08622500000000001 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 8 6 7 -6 -5
right_child=1 3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00052448306870558426 -0.00019763537553758379 -0.00029950214009128199 0.00048057781710222051 -0.0001727560534698486 -0.00055936528294869359 -0.00066735070088396993 0.00069311520653825591 0.00028092728056174478 0.00050651848162487428
leaf_weight=0.0010160574893487229 0.0010183115510425738 0.0013166689572811129 0.0018058708537314484 0.0010578961642502996 0.0013357842608027791 0.0012714724567122367 0.0010606982109456001 0.0010785041677199379 0.001928239742390155
leaf_count=627 379 305 430 308 662 177 106 560 356
internal_value=0 4.28394e-05 0.000236035 -1.74551e-05 3.05705e-05 -0.000117465 8.37344e-05 -0.000183992 0.000265872
internal_weight=0 0.0118734 0.00282418 0.00904926 0.0077326 0.00474646 0.00347499 0.00241429 0.00298614
internal_count=3910 3283 809 2474 2169 1505 1328 1222 664
is_linear=0
shrinkage=0.00196078


Tree=6232
num_leaves=9
num_cat=0
split_feature=50 4 40 2 3 49 12 43
split_gain=1.80548e-05 3.95975e-05 3.55147e-05 7.27315e-05 8.6966e-05 3.88486e-05 8.45642e-05 7.50214e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.11230000000000001 0.094625000000000015 -0.00064499999999999985 0.084100000000000022 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.017463379249396654 -0.011768691535549014 0.017826763728574023 -0.014719351807278395 -0.022362736841818748 0.028496466661829086 0.021526062666626294 0.0087145348868669127 -0.026314406036824518
leaf_weight=0.0011514644458114646 0.001186596507748233 0.0012658796736217401 0.0013934900951776919 0.0011156861663774113 0.0012962479958416595 0.0017262700090057764 0.0013340290882024174 0.0011287199107054564
leaf_count=274 715 396 331 295 123 285 542 949
internal_value=0 0.00125042 -0.0010439 0.00132105 0.0051624 -0.000255732 0.00455564 -0.00733983
internal_weight=0 0.0104118 0.00914591 0.00799444 0.00687876 0.00558251 0.00418902 0.00246275
internal_count=3910 3195 2799 2525 2230 2107 1776 1491
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=10
num_cat=0
split_feature=484 48 12 2 133 15 3 3 52
split_gain=7.65866e-05 4.99715e-05 6.85402e-05 9.23991e-05 9.98539e-05 7.21727e-05 0.000129657 5.46943e-05 8.48189e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 -0.036459999999999992 0.11290500000000002 0.090085000000000012 0.024640000000000006 -0.10315499999999998 -1.0000000180025095e-35 -0.010284999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=-0.00051632738484616689 -0.00038296730693416147 -0.00037918553342674254 0.00080862375797883883 0.00058911371626949407 -0.00046588528301737768 -0.00019184984350424005 -0.00021330514270342414 -0.00010857622275345767 0.00058497408295423109
leaf_weight=0.0010330760696568098 0.0011174009224599419 0.0010037590551298615 0.0012452218082686555 0.0014373222114384297 0.0012269774912483109 0.0018895443463357482 0.001491648348424076 0.0012968767637983047 0.0014205440150372381
leaf_count=627 442 137 205 342 529 851 589 104 84
internal_value=0 3.98192e-05 7.76223e-05 0.000129047 5.18937e-05 0.000138402 0.000252812 8.83794e-05 0.00025398
internal_weight=0 0.0121293 0.0111255 0.0100081 0.00857081 0.00734384 0.00545429 0.00420907 0.00271742
internal_count=3910 3283 3146 2704 2362 1833 982 777 188
is_linear=0
shrinkage=0.00196078


Tree=6234
num_leaves=10
num_cat=0
split_feature=484 133 133 3 4 12 16 2 16
split_gain=6.96255e-05 6.40306e-05 7.00539e-05 5.54027e-05 6.09837e-05 5.98533e-05 4.70526e-05 9.39459e-05 4.64159e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.100615 -0.078484999999999985 0.088325000000000015 -0.17157499999999998 0.086650000000000019 -0.010819999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -6 -8 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00050662039429755852 2.7989194951872404e-05 -0.00044139703073897783 0.00048938907640711567 -0.00042800068824435766 -0.00043762772302525583 0.00035866294529136086 -0.00034908256998487605 0.00032925616384274877 0.00059855639075398308
leaf_weight=0.0010087119201486949 0.001212825225227264 0.0010132451576134608 0.0013646699465065274 0.0014515669523144413 0.0011404612387860176 0.0015000761513365123 0.001417083374178011 0.0017596789269331411 0.0010002584483043999
leaf_count=627 191 480 508 630 219 583 188 284 200
internal_value=0 2.99857e-05 7.40203e-05 1.42392e-05 -6.8462e-05 2.12522e-05 -9.59856e-05 2.66643e-05 0.000285871
internal_weight=0 0.0118599 0.0108466 0.00948195 0.00726887 0.0058173 0.00431722 0.00317676 0.00221308
internal_count=3910 3283 2803 2295 1904 1274 691 472 391
is_linear=0
shrinkage=0.00196078


Tree=6235
num_leaves=8
num_cat=0
split_feature=2 13 13 43 0 42 1
split_gain=1.73472e-05 4.33155e-05 4.03958e-05 6.79558e-05 3.80935e-05 6.29927e-05 3.52777e-05
threshold=0.099015000000000006 -0.089899999999999994 -0.014114999999999997 -0.074254999999999988 -0.10209999999999998 -1.0000000180025095e-35 0.10561500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -6 -3
right_child=1 6 4 -5 5 -7 -8
leaf_value=0.0035491309022221357 0.017917656962631034 -0.014885398917656684 -0.0080052251039703388 -0.029225859407900425 -0.0053420257969195072 0.026121953538986966 0.0071284948112480461
leaf_weight=0.001230302491909989 0.0016094357925656891 0.0012901931609019168 0.0019575592923783344 0.0013022098294451555 0.0012598886972095447 0.0012855771655743337 0.0016704933093469006
leaf_count=773 254 568 177 943 638 233 324
internal_value=0 0.00471331 -0.00319961 -0.0133037 0.00248294 0.0105487 -0.00246461
internal_weight=0 0.00457012 0.00703554 0.00253251 0.00450303 0.00254547 0.00296069
internal_count=3910 1146 2764 1716 1048 871 892
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 4 52 16
split_gain=1.74986e-05 2.76781e-05 7.11822e-05 3.89662e-05 4.26427e-05 4.39326e-05 3.26512e-05 3.06036e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 -0.0037349999999999992 0.0053050000000000007 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.022340673521621199 -0.012298099961537828 -0.019465503176673726 0.022705493539184132 -0.02081154572139363 -0.0091540259700578271 0.0004549971116150172 -0.0021468662752483483 0.020991375570960591
leaf_weight=0.0011916549719150696 0.0010637220828259618 0.0010931904312478482 0.0010620527679318032 0.0012848013208669384 0.0019681086134165464 0.0015308617707779912 0.0010026724493684839 0.0013795822223356534
leaf_count=237 279 175 387 329 1752 259 169 323
internal_value=0 0.00116102 -0.00147429 -0.00501319 -0.00161423 0.0023859 0.0111514 0.0101895
internal_weight=0 0.0105129 0.0083186 0.00725654 0.00597174 0.00487855 0.00219433 0.00291044
internal_count=3910 3631 3225 2838 2509 2334 406 582
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=10
num_cat=0
split_feature=484 133 12 3 3 1 16 0 48
split_gain=6.6228e-05 5.52558e-05 8.12536e-05 5.17413e-05 4.70708e-05 8.09484e-05 6.28117e-05 5.96246e-05 0.000113604
threshold=-1.0000000180025095e-35 0.10599500000000002 0.10333000000000002 -0.11266 -0.078884999999999997 0.11507500000000002 -0.014754999999999999 -0.10209999999999998 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.0004799792242327552 0.00032249740720279073 -0.00040318899676058386 0.00056517763146962381 -0.00034848675506655031 -0.00063108213461866044 -0.00038254159251217671 0.00045184024549433971 0.00035304688550999897 0.00024571313632091956
leaf_weight=0.0010440490894966228 0.0017582349543129169 0.0010149839084698875 0.001162829336232068 0.0016120351477425469 0.0011419903205241032 0.0014548854762199874 0.0016833169411603855 0.0011499190648066346 0.001130627818213454
leaf_count=627 285 480 275 1113 166 309 349 221 85
internal_value=0 3.47152e-05 7.47794e-05 1.73583e-05 -4.82873e-05 2.54746e-05 0.000141737 -1.07827e-05 -0.000194876
internal_weight=0 0.0121088 0.0110938 0.00993101 0.00817277 0.00656074 0.00510585 0.00342254 0.00227262
internal_count=3910 3283 2803 2528 2243 1130 821 472 251
is_linear=0
shrinkage=0.00196078


Tree=6238
num_leaves=9
num_cat=0
split_feature=2 160 133 42 13 1 4 16
split_gain=1.60809e-05 5.45826e-05 5.37875e-05 8.3202e-05 7.96622e-05 3.45741e-05 3.13643e-05 2.55309e-05
threshold=0.086650000000000019 0.084835000000000008 1.0000000180025095e-35 0.060615000000000009 -0.0038299999999999996 0.090355000000000005 0.053925000000000008 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -7 -6
right_child=1 -3 -4 -5 7 6 -8 -9
leaf_value=-0.016603080970327096 0.017764857691417408 0.01842847243672914 -0.02002526549020564 0.026093276141806704 -0.0057319983459340222 0.01411452250818619 -0.0080775452635813219 -0.027268595372851253
leaf_weight=0.0015959754425277162 0.0010466099423130353 0.0017037688764779367 0.001279697877386971 0.0011725245913034609 0.0011872332999594143 0.0011808223914020742 0.0013824512505489733 0.0010262436299296892
leaf_count=915 303 343 766 343 215 456 252 317
internal_value=0 0.00271977 -0.00196555 0.0032483 -0.00496814 -0.00504855 0.00214567 -0.0157171
internal_weight=0 0.00741608 0.00571231 0.00443261 0.00326009 0.00415925 0.00256327 0.00221348
internal_count=3910 2287 1944 1178 835 1623 708 532
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=8
num_cat=0
split_feature=2 43 2 0 16 13 2
split_gain=1.51097e-05 3.65793e-05 4.3133e-05 3.66431e-05 4.73791e-05 2.76344e-05 3.10784e-05
threshold=0.099015000000000006 -0.17307499999999998 0.09116500000000001 -0.11991499999999998 -0.083144999999999983 -0.089899999999999994 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -7
right_child=5 2 -4 4 -6 6 -8
leaf_value=0.013214171509652154 0.015008882815911069 0.010942469482182511 -0.023646833942212918 0.006703601949132703 -0.018090429348153515 0.011779392551864694 -0.0093781885546364418
leaf_weight=0.0011628786329766017 0.001598966339617145 0.0014968984908515916 0.0011410380347684395 0.0012980814343455307 0.0018970586292150606 0.0011212251278877616 0.0018231964826561304
leaf_count=180 254 181 445 656 1302 406 486
internal_value=0 -0.00298065 -0.00620924 -0.00196866 -0.00801742 0.00442572 -0.00132146
internal_weight=0 0.00699596 0.00583308 0.00469204 0.00319514 0.00454339 0.00294442
internal_count=3910 2764 2584 2139 1958 1146 892
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=11
num_cat=0
split_feature=484 133 133 3 43 4 12 16 2 16
split_gain=8.21714e-05 5.57677e-05 7.27163e-05 6.71019e-05 6.24804e-05 6.82075e-05 0.000104332 6.48995e-05 8.72318e-05 5.98304e-05
threshold=-1.0000000180025095e-35 0.10599500000000002 0.083815000000000014 -0.100615 -0.079374999999999987 -0.078484999999999985 0.088325000000000015 -0.17157499999999998 0.086650000000000019 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 -6 7 -7 -9 -2
right_child=1 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.00054219701038490096 2.7417043781779883e-05 -0.00040221417042786043 0.00049828334890643659 -0.00052488999795407567 -0.00040008912950094112 -0.00044323741096872604 0.00061368617350727301 -0.00032362650565133713 0.00039583866574999135 0.00067126800961387213
leaf_weight=0.0010141556491527612 0.001239897797009419 0.0010086098585092461 0.0013923965795577765 0.0010094245020614463 0.0013004045329638213 0.0011478291166554418 0.001180569972604214 0.0010678924232514538 0.0016474484659924717 0.0010043948462392473
leaf_count=627 193 480 508 347 573 199 432 131 222 198
internal_value=0 3.90448e-05 7.95405e-05 1.87919e-05 -7.17815e-05 3.13116e-07 0.000103547 -5.23496e-05 0.000112887 0.000315562
internal_weight=0 0.0119989 0.0109903 0.00959786 0.00735357 0.00634414 0.00504374 0.00386317 0.00271534 0.00224429
internal_count=3910 3283 2803 2295 1904 1557 984 552 353 391
is_linear=0
shrinkage=0.00196078


Tree=6241
num_leaves=11
num_cat=0
split_feature=48 48 51 2 4 0 16 52 1 4
split_gain=6.61042e-05 8.85171e-05 5.33572e-05 8.70767e-05 4.17754e-05 7.89514e-05 8.66059e-05 5.32293e-05 4.01411e-05 9.60755e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 -0.0060199999999999993 0.084240000000000023 0.092550000000000007 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00036273011086074091 -0.00047349547730966298 0.00059444498623386775 -0.00043027123751832838 0.00048490929160599939 -6.9599752702987852e-05 0.00044356313135967667 -0.00059542765951877004 -0.00035156653160754031 -0.00015586592060965845 0.00074843796795688339
leaf_weight=0.0013385655090255655 0.0010616672940717596 0.0010028205428517538 0.0010698053552649104 0.0013904804660874381 0.0012032597349414893 0.0013345846777701618 0.0010467253461589731 0.0010505170881838109 0.0010747913926717873 0.0010198095522774544
leaf_count=185 161 239 364 433 545 209 557 759 258 200
internal_value=0 3.78034e-05 -1.52155e-05 3.17283e-05 -4.63727e-05 1.65522e-05 -8.90774e-05 3.28094e-05 0.00015525 0.000305666
internal_weight=0 0.0115314 0.0105285 0.00945873 0.00806825 0.00672969 0.0053951 0.00434838 0.00329786 0.00222307
internal_count=3910 3749 3510 3146 2713 2528 2319 1762 1003 745
is_linear=0
shrinkage=0.00196078


Tree=6242
num_leaves=9
num_cat=0
split_feature=11 3 47 1 43 3 16 16
split_gain=1.61951e-05 3.06762e-05 3.38103e-05 3.76901e-05 3.75507e-05 4.29099e-05 5.76767e-05 1.38443e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.099595000000000017 -0.082884999999999986 0.094625000000000015 -0.088144999999999987 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -4
right_child=-2 2 7 -5 5 -7 -8 -9
leaf_value=0.014853584956477773 -0.011834343719452073 0.015163169857464041 -0.019813918284567036 0.014570676691657443 -0.0008523480758749765 0.0083535522032529667 -0.030888217330471292 -0.0042701281812183951
leaf_weight=0.0014089113979569275 0.0010620868048376369 0.001005045302410558 0.0010673842766313606 0.0018840564373362118 0.0014692517739858489 0.0012954718751302385 0.0011318154635406178 0.0012371268868739134
leaf_count=247 279 554 199 581 499 101 1211 239
internal_value=0 0.00112362 -0.00100443 0.0025497 -0.00207088 -0.00651611 -0.013922 -0.0114696
internal_weight=0 0.0104991 0.00909015 0.00678564 0.00490158 0.00389654 0.00260107 0.00230451
internal_count=3910 3631 3384 2946 2365 1811 1710 438
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=8
num_cat=0
split_feature=133 160 42 48 0 0 13
split_gain=1.41291e-05 3.31813e-05 4.43628e-05 4.85598e-05 5.67082e-05 5.23641e-05 3.74757e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.088115000000000013 0.087945000000000009 -0.10575999999999998 -0.017269999999999997 -0.073799999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4
right_child=1 2 6 -5 5 -7 -8
leaf_value=0.0096091721591251011 -0.014424371515256402 0.018123063496228515 0.027780441229564964 -0.016377944804086532 -0.016487350463340093 0.0097529810950239514 0.00050947251606233714
leaf_weight=0.0013358393192247449 0.0016261632819537146 0.0015697061351436148 0.001006782102491111 0.0018855087929123115 0.0017682144759389984 0.0013344093131618423 0.0010088411847516726
leaf_count=604 747 270 422 310 921 242 394
internal_value=0 -0.001328 0.00115604 -0.00283197 0.00263448 -0.00520163 0.014131
internal_weight=0 0.0101996 0.00857346 0.00655784 0.00467233 0.00310262 0.00201562
internal_count=3910 3306 2559 1743 1433 1163 816
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=10
num_cat=0
split_feature=48 48 51 1 457 0 4 0 43
split_gain=8.66491e-05 0.000137023 7.86012e-05 7.44746e-05 8.34524e-05 0.000105295 8.1319e-05 4.65957e-05 5.6196e-05
threshold=0.11930500000000001 0.096835000000000018 0.08955500000000001 0.11198000000000001 0.082870000000000013 -0.10209999999999998 0.05309500000000001 -0.06402999999999999 -0.067799999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00052236998298455233 -0.00051099960993004055 0.00073599451717689757 -0.00051407460384154632 0.00038465005484147598 0.0004127924697583977 -0.00034007343577904396 0.00051546367096849644 0.00041989115968022681 -0.00017980722410743225
leaf_weight=0.0018978742988978404 0.0011871829984404789 0.0010093499678452073 0.0011074263698861485 0.0019154577238408134 0.0013052981004735356 0.0018209429546048551 0.0010131389959165786 0.0010404429705736734 0.0014215957840818553
leaf_count=340 161 218 364 428 225 1637 207 105 225
internal_value=0 4.32528e-05 -1.74318e-05 3.53774e-05 -4.3337e-05 -0.000126098 1.59063e-05 -0.000102264 7.36218e-05
internal_weight=0 0.0125315 0.0115222 0.0104148 0.00849929 0.007194 0.00529612 0.00428298 0.00246204
internal_count=3910 3749 3531 3167 2739 2514 2174 1967 330
is_linear=0
shrinkage=0.00196078


Tree=6245
num_leaves=11
num_cat=0
split_feature=484 1375 4 1 3 12 42 1 13 1
split_gain=5.78077e-05 3.2628e-05 4.50956e-05 7.39302e-05 5.35758e-05 6.198e-05 0.000111023 6.81051e-05 4.91668e-05 3.5388e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.25367000000000006 0.11198000000000001 0.092005000000000017 0.080120000000000011 0.084685000000000024 0.092385000000000009 -0.075169999999999987 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 -3 -8 -6
right_child=1 2 3 -5 9 6 8 -9 -10 -11
leaf_value=-0.00045674758105304901 -0.00027549792735205309 6.5417989073453199e-05 -4.8901507702141929e-05 0.00069140011759068751 1.0786814602400992e-05 -0.00039619025457007811 -4.9971435639166518e-05 0.00072481077194673971 0.00054264056596027273 -0.00048846870772301652
leaf_weight=0.001003902831473052 0.0011877973153045498 0.0014550725700678466 0.0010220981658797604 0.0010529111144828495 0.0010077389891358646 0.0019291576791150523 0.0010581970359816299 0.0010274446280635042 0.0010954800614106463 0.0011909029722682804
leaf_count=627 146 200 154 323 48 1054 622 184 384 168
internal_value=0 3.30151e-05 6.68237e-05 0.000326746 5.28311e-06 9.4001e-05 -5.45555e-05 0.000338322 0.000251464 -0.000259637
internal_weight=0 0.0120268 0.010839 0.00207501 0.00876399 0.00656535 0.00408283 0.00248252 0.00215368 0.00219864
internal_count=3910 3283 3137 477 2660 2444 2060 384 1006 216
is_linear=0
shrinkage=0.00196078


Tree=6246
num_leaves=9
num_cat=0
split_feature=49 52 2 15 16 16 43 2
split_gain=1.49547e-05 4.98199e-05 5.72649e-05 3.81688e-05 3.56354e-05 6.59718e-05 8.42307e-05 2.32124e-05
threshold=0.10447000000000002 0.11401500000000002 0.11260500000000001 -0.10312999999999999 -0.092424999999999993 0.15737500000000001 -0.014114999999999997 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.019460070044446949 0.01041597215935304 -0.02057524835225583 0.018809137571434188 -0.011964955794594298 -0.0089349565965359586 -0.010593480081567977 0.015040149745586422 0.036498203893776893
leaf_weight=0.0011131279776359906 0.00121888334793717 0.0011865635163175571 0.001537273627367111 0.0016810205649072625 0.0010713936268301055 0.0017468295407952706 0.0010089212403043227 0.0010075882128797037
leaf_count=299 378 566 400 360 875 349 371 312
internal_value=0 -0.00129457 0.00120133 -0.00234677 0.000576801 0.00493753 0.0137234 0.0257621
internal_weight=0 0.0103527 0.00916615 0.00762888 0.00651575 0.00483473 0.0030879 0.00201651
internal_count=3910 3532 2966 2566 2267 1907 1558 683
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=9
num_cat=0
split_feature=1 52 0 12 16 3 151 2
split_gain=1.45687e-05 2.96936e-05 6.06593e-05 6.06412e-05 4.05291e-05 4.02237e-05 5.53827e-05 6.20719e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 0.15737500000000001 -0.080744999999999997 -0.0088999999999999982 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 -8
right_child=-2 -3 4 -5 -6 6 7 -9
leaf_value=0.016807697891885361 0.0099594931111618643 -0.015783518951799313 0.024179309798141636 -0.026299767668525643 0.00098034392046909488 -0.023689506798501826 -0.010960211712350152 0.019655301568544292
leaf_weight=0.0010674958494090248 0.001290549602853591 0.0012459058568208602 0.0014652657585410918 0.0011043000091004087 0.0015493155555036209 0.0011329890867826965 0.0014862519156915131 0.0011944494408691877
leaf_count=984 345 576 518 484 419 184 216 184
internal_value=0 -0.00131464 0.000688324 -0.00513793 0.0122564 -0.000350361 -0.0051531 0.00268125
internal_weight=0 0.010246 0.00900007 0.00598549 0.00301458 0.00488119 0.00381369 0.0026807
internal_count=3910 3565 2989 2052 937 1568 584 400
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=12
num_cat=0
split_feature=484 133 484 16 16 12 1 12 151 4 3
split_gain=7.72018e-05 4.94469e-05 7.15243e-05 0.000128329 0.000102382 0.000103684 8.00681e-05 6.54007e-05 7.75224e-05 6.00203e-05 2.85488e-06
threshold=-1.0000000180025095e-35 0.10599500000000002 0.087420000000000012 -0.014099999999999998 0.3935300000000001 0.091405000000000014 0.11561500000000001 0.089995000000000006 -0.0088999999999999982 0.05309500000000001 -0.077384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 -2 10 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00051143075385111814 -0.00051060480711826383 -0.00037184892890349512 -0.00041598523975848044 0.00031614121422264503 -7.9256314024615991e-05 0.001103552396907451 0.00043548919303504048 -0.00056787571165396841 -1.1593983036985094e-05 0.00047400775463822428 -0.00015811900701102381
leaf_weight=0.0010722822710157636 0.0010010467481942819 0.0010422111995271469 0.0010391918040894782 0.0017212927841484009 0.0011850398405259376 0.0010262756036442684 0.0010943387532239782 0.0011200088710863476 0.0010005868093540429 0.0011461454427405121 0.0010453450088907458
leaf_count=627 152 480 341 445 291 159 229 437 520 128 101
internal_value=0 3.69332e-05 7.43729e-05 0.000123655 0.000402481 0.000610256 -4.74759e-05 -0.000146952 -3.45201e-05 0.000114782 -8.64592e-05
internal_weight=0 0.0124215 0.0113793 0.0103401 0.00393261 0.00274757 0.00640747 0.00531313 0.00419312 0.00319208 0.00204593
internal_count=3910 3283 2803 2462 895 604 1567 1338 901 749 621
is_linear=0
shrinkage=0.00196078


Tree=6249
num_leaves=9
num_cat=0
split_feature=2 159 150 3 15 4 4 4
split_gain=1.5188e-05 2.56596e-05 4.07678e-05 4.97275e-05 8.93372e-05 7.77212e-05 3.53456e-05 2.07425e-05
threshold=-1.0000000180025095e-35 0.090705000000000022 0.086870000000000017 0.092005000000000017 -0.017214999999999998 -0.0086749999999999969 -0.082054999999999975 0.097045000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7
right_child=1 -3 -4 4 -6 7 -8 -9
leaf_value=0.011706660278608587 0.0063621532553936981 -0.016337904921032289 -0.014596045661711445 -0.025960847514982396 0.01215574006282695 0.031850093291679753 -0.015620325414794656 0.013240230827096317
leaf_weight=0.0010028455507583257 0.0019626034560573102 0.0010088071114240085 0.0015171833071737683 0.0013418186795638555 0.0011350421797891802 0.0011416564248923487 0.0011660037376797247 0.0012598746330390025
leaf_count=280 720 438 317 150 110 550 1097 248
internal_value=0 -0.00117234 0.000434008 0.00328193 -0.0084936 0.00855601 -0.00183052 0.0220871
internal_weight=0 0.010533 0.00952418 0.008007 0.00247686 0.00553014 0.00312861 0.00240153
internal_count=3910 3630 3192 2875 260 2615 1817 798
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=9
num_cat=0
split_feature=484 4 12 13 47 1 48 4
split_gain=6.93936e-05 5.34272e-05 6.47609e-05 7.43519e-05 8.23048e-05 8.0508e-05 0.000106924 4.69911e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 -0.094679999999999986 0.09550500000000002 0.09112000000000002 0.083775000000000002 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00049715513361568123 -0.00047249178731067766 0.00035626845658477538 0.00037874492440629975 3.1007434530376985e-07 0.00038567602934229552 -0.00050035394582405963 0.00047011609912006298 -0.00049175878126014828
leaf_weight=0.0010483012477557679 0.0011027483878303596 0.0016530842456458075 0.0018774506455751004 0.0017749151019310603 0.0013239810416041092 0.001812040160713688 0.0012702524117322194 0.0012873088234331518
leaf_count=627 276 447 254 521 179 448 187 971
internal_value=0 2.87242e-05 -2.30964e-05 2.99287e-05 -5.77576e-05 -0.000153306 -8.15445e-06 -0.000206548
internal_weight=0 0.0121018 0.0104487 0.00934595 0.0074685 0.00614452 0.00433248 0.00306222
internal_count=3910 3283 2836 2560 2306 2127 1679 1492
is_linear=0
shrinkage=0.00196078


Tree=6251
num_leaves=11
num_cat=0
split_feature=484 39 52 160 12 49 2 13 16 42
split_gain=0.000123712 8.20553e-05 8.03193e-05 5.92627e-05 8.75503e-05 0.000139481 0.000146288 5.474e-05 5.16366e-05 4.47754e-05
threshold=-0.0043499999999999988 0.092870000000000022 -0.081429999999999989 -0.079234999999999986 0.089995000000000006 -0.006494999999999999 0.091525000000000009 -1.0000000180025095e-35 -0.17157499999999998 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -5 7 -7 -6 -2
right_child=1 -3 3 4 8 6 -8 -9 -10 -11
leaf_value=-0.00067181140227736151 0.00059355828454038626 -0.00050090564211204306 -0.00039819409435079122 -0.00036129240864559391 6.4431185313935631e-05 -0.00024576898691128782 0.00084192449512822929 0.0003525911058005141 -0.00045962035290893433 6.410281839552018e-05
leaf_weight=0.0010199270204826602 0.0015848336256792019 0.0010046413715426956 0.0012558351305058208 0.0012490267130929105 0.0013615016025646314 0.0010852427356089758 0.0016277085824079216 0.0012824303399616051 0.0015411604553479871 0.0010025935090643709
leaf_count=612 469 230 570 177 126 538 202 114 595 277
internal_value=0 3.73711e-05 8.2472e-05 -1.71152e-06 5.94045e-05 0.000210624 0.000389415 7.83278e-05 -0.000213813 0.000388401
internal_weight=0 0.012995 0.0119903 0.00940291 0.00814707 0.00524441 0.00399538 0.00236767 0.00290266 0.00258743
internal_count=3910 3298 3068 2322 1752 1031 854 652 721 746
is_linear=0
shrinkage=0.00196078


Tree=6252
num_leaves=11
num_cat=0
split_feature=48 48 51 2 4 0 16 52 13 4
split_gain=6.33079e-05 8.45528e-05 6.99537e-05 7.67863e-05 6.50269e-05 6.88097e-05 0.000128485 4.70832e-05 5.64293e-05 3.82034e-05
threshold=0.11930500000000001 0.095825000000000007 0.08955500000000001 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 -0.004514999999999999 0.084240000000000023 -0.083924999999999986 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00042583646070682807 -0.00045774514684919357 0.00056494532339423128 -0.00050640185873334579 0.00045076941046405706 0.00058283249996638506 0.00043025183026935873 -0.00068730228404428753 -0.00027131785988200341 0.00029216371453848151 -0.00019181031447397171
leaf_weight=0.0013985093078887926 0.0011082895285157131 0.0010449682359433875 0.0010253441323808043 0.0014364065621587851 0.0010093788677641956 0.0013766514110319589 0.0010235884852711954 0.0011137555383458463 0.0011762452582350221 0.0013430902295865155
leaf_count=185 161 239 357 433 396 211 522 760 445 201
internal_value=0 3.21405e-05 -1.89249e-05 3.16775e-05 -3.96376e-05 3.7052e-05 -5.84816e-05 8.01631e-05 0.0001911 3.41509e-05
internal_weight=0 0.0119479 0.010903 0.00987763 0.00844122 0.00704271 0.00566606 0.00464247 0.00352871 0.00251934
internal_count=3910 3749 3510 3153 2720 2535 2324 1802 1042 646
is_linear=0
shrinkage=0.00196078


Tree=6253
num_leaves=8
num_cat=0
split_feature=1 1 4 150 0 12 16
split_gain=1.70858e-05 3.78936e-05 4.49537e-05 3.17215e-05 4.80631e-05 5.90951e-05 6.10548e-05
threshold=0.10420500000000001 0.11097000000000001 0.24280000000000004 0.083205000000000015 -0.10209999999999998 0.086865000000000012 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.022022748360316844 0.021819230678573717 -0.010626972207738734 0.013580079001050713 0.010343692679881521 -0.015215899169543474 0.027026681159200233 -0.0036308251355008517
leaf_weight=0.0014479346474929348 0.0010182432625796328 0.0018120038355683783 0.0013304120715714614 0.0014462913740327958 0.0017944515232632833 0.0010530510220908619 0.0016955272087623269
leaf_count=350 206 307 367 304 814 462 1100
internal_value=0 0.00505407 -0.000378376 -0.00294832 -0.00615717 -0.00110056 0.00811485
internal_weight=0 0.00416066 0.00314242 0.00743726 0.00599096 0.00454303 0.00274858
internal_count=3910 880 674 3030 2726 2376 1562
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=9
num_cat=0
split_feature=11 49 52 13 0 1 16 1
split_gain=1.70343e-05 2.89764e-05 3.64642e-05 7.09499e-05 4.89568e-05 0.000104689 5.54183e-05 9.04192e-05
threshold=0.077330000000000024 0.10447000000000002 0.11401500000000002 -0.090744999999999978 -0.017269999999999997 0.10915500000000002 -0.094359999999999986 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.018876050410201559 -0.012125678386805285 0.016510209266260716 -0.018599253824637698 -0.018623227374709925 0.016052467963819345 -0.03030914881969142 -0.0061388621017565287 0.029466543406563878
leaf_weight=0.0018385125481134128 0.0010641327200751624 0.0010998283844322167 0.0010096525111435032 0.001054171472469259 0.001085003396824563 0.0014433085036829867 0.0017885068379160267 0.0011863120052027878
leaf_count=398 279 362 536 275 224 240 1303 293
internal_value=0 0.0011518 -0.000644131 0.00151509 -0.00335251 -0.00719997 0.00107844 0.00806003
internal_weight=0 0.0105053 0.00940547 0.00839581 0.0065573 0.0054723 0.00402899 0.00297482
internal_count=3910 3631 3269 2733 2335 2111 1871 1596
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=10
num_cat=0
split_feature=484 52 47 48 2 16 0 42 51
split_gain=7.80579e-05 4.10741e-05 4.63766e-05 6.64217e-05 0.000109314 5.79096e-05 5.88985e-05 5.83681e-05 4.5987e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 0.09550500000000002 0.088035000000000016 0.11260500000000001 -0.083144999999999983 -0.066689999999999985 0.083725000000000008 -0.095859999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 7 -7 -3 -2
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00053151792571544138 0.00056374281079149254 -0.00016118793394913816 0.00027101679340125909 -0.00047558712164076931 0.00058203908214632329 -0.00064412539706510579 -3.5448543302357805e-05 0.0004419191944786614 4.8022848893743672e-05
leaf_weight=0.0010064833359721406 0.0010712677076261281 0.0015187396962741382 0.0016433054457971469 0.0014128714323705712 0.0010193616961701674 0.0012161759367771382 0.0012287270003353381 0.0010390148415353395 0.00175186375650156
leaf_count=627 293 458 198 203 290 845 120 360 516
internal_value=0 3.71563e-05 -2.70803e-05 -9.29675e-05 -3.19826e-06 -0.000122449 -0.000338225 8.38071e-05 0.000243718
internal_weight=0 0.0119013 0.0090782 0.00743489 0.00602202 0.00500266 0.0024449 0.00255775 0.00282313
internal_count=3910 3283 2474 2276 2073 1783 965 818 809
is_linear=0
shrinkage=0.00196078


Tree=6256
num_leaves=8
num_cat=0
split_feature=1 150 2 12 3 2 15
split_gain=1.8975e-05 3.55381e-05 5.77215e-05 6.60918e-05 7.20221e-05 2.90535e-05 1.83492e-05
threshold=0.10498500000000001 0.083205000000000015 0.106035 0.088325000000000015 -0.055684999999999991 0.114165 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2
right_child=5 -3 -4 -5 -6 -7 -8
leaf_value=-0.029841861742288422 -0.010020700356674466 0.01092810542027014 -0.025727990657692726 0.012876508079027538 0.002208450293181485 0.015998140246049234 0.0072995432629417382
leaf_weight=0.001195072388020031 0.0012249261390498579 0.00146662348238508 0.0012330975831776735 0.0019249475758235284 0.0016963799090637555 0.0015878666841753295 0.0012217099594339278
leaf_count=974 265 309 364 1130 274 400 194
internal_value=0 -0.00303719 -0.0064229 -0.0014804 -0.0110383 0.00546442 -0.00137196
internal_weight=0 0.00751612 0.0060495 0.0048164 0.00289145 0.0040345 0.00244664
internal_count=3910 3051 2742 2378 1248 859 459
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=8
num_cat=0
split_feature=1 43 42 1 52 3 3
split_gain=1.54152e-05 2.89605e-05 4.65428e-05 4.8592e-05 6.1031e-05 2.7793e-05 6.65238e-05
threshold=0.10498500000000001 -0.083094999999999988 0.083875000000000019 0.086560000000000012 0.078330000000000025 -0.075954999999999981 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7
right_child=5 2 -4 -5 -6 6 -8
leaf_value=0.0078166239340103031 -0.0088883759950691352 0.019506042445291957 -0.024410785207806825 -0.014872690004522971 -0.010922175454996739 0.027426514766634144 -0.0029216650422945836
leaf_weight=0.0019282532386130863 0.0010697443480971285 0.0015560753069996556 0.0011411092899787471 0.0017244234346153351 0.0011436205221658214 0.001252075005668526 0.0017070362793440634
leaf_count=839 249 366 1124 337 385 348 262
internal_value=0 -0.00274475 -0.00640408 -0.00175962 0.00661632 0.00492556 0.00991942
internal_weight=0 0.00749348 0.00556523 0.00442412 0.0026997 0.00402886 0.00295911
internal_count=3910 3051 2212 1088 751 859 610
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=9
num_cat=0
split_feature=4 1 42 51 151 43 43 15
split_gain=1.53281e-05 8.6679e-05 2.90251e-05 3.65653e-05 4.82675e-05 9.16204e-05 5.94274e-05 5.20436e-05
threshold=0.25367000000000006 0.11198000000000001 -0.090359999999999982 -0.032189999999999989 -0.0074049999999999993 -0.083684999999999996 0.0016850000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.017293883507994101 -0.012874144276008538 0.026975477262960235 -0.0147195307427401 0.020466860080864194 0.024058263108627333 -0.0047327754006684861 0.0074908551629479115 -0.032605499001749715
leaf_weight=0.0010731559204274566 0.0010685011066891431 0.0011158870863310676 0.0013710168286911635 0.0013060908068139344 0.0011634159938782264 0.0015844434457482762 0.0016512203147141316 0.0011605937329180048
leaf_count=407 187 347 640 378 331 379 489 752
internal_value=0 0.0074829 -0.00182492 0.000190502 0.00316787 -0.000896048 -0.0074999 -0.0165173
internal_weight=0 0.00218439 0.00930994 0.00823678 0.00686576 0.00555967 0.00439626 0.00274504
internal_count=3910 534 3376 2969 2329 1951 1620 1131
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=10
num_cat=0
split_feature=1 4 48 0 47 16 12 1 13
split_gain=1.57343e-05 3.59295e-05 3.23335e-05 5.93665e-05 5.17801e-05 6.33778e-05 1.7795e-05 1.77032e-05 1.6655e-05
threshold=0.085835000000000009 -0.082054999999999975 0.087945000000000009 -0.18901999999999997 0.09252500000000001 -0.095109999999999986 0.088285000000000016 0.097265000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -2 -3 -7 -1
right_child=2 6 3 -5 -6 7 -8 -9 -10
leaf_value=-0.0046401372947309913 0.035081752931209652 -0.022637586496533 -0.023460408451588238 0.0094353174374960241 -0.0083190360012182999 0.014144655796814027 -0.0047802086211695743 -0.0040739472171706778 0.011788122734441943
leaf_weight=0.001198798413243379 0.0010425612091584957 0.0011133877461435003 0.0010917424222123551 0.0011027449445069771 0.0013812431434996643 0.0010624920581247261 0.0011187683017485858 0.0010709912944186128 0.0012717921619691582
leaf_count=425 349 746 76 274 182 447 829 382 200
internal_value=0 -0.00449161 0.00304242 -0.00693008 0.00784451 0.0148739 -0.0136874 0.00499907 0.00381668
internal_weight=0 0.00470275 0.00675178 0.00219449 0.00455729 0.00317604 0.00223216 0.00213348 0.00247059
internal_count=3910 2200 1710 350 1360 1178 1575 829 625
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=9
num_cat=0
split_feature=11 49 13 1 43 13 52 16
split_gain=1.54338e-05 2.24924e-05 2.7591e-05 5.56038e-05 6.66543e-05 4.49903e-05 6.9591e-05 5.24025e-05
threshold=0.077330000000000024 0.10447000000000002 -0.094679999999999986 0.11684000000000001 -0.083899999999999988 -1.0000000180025095e-35 -0.069134999999999988 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=0.01007456087738955 -0.011594765022839732 0.014720931699347654 0.01707900251103401 -0.024347790166606171 -0.023125287827204823 -0.020970255541282932 -0.0066814785207088209 0.023657883371087877
leaf_weight=0.0019582168223430856 0.0010505615446238055 0.0010890321496004563 0.0017199000303255111 0.0010705222954046911 0.001150381111344708 0.0010951688766333459 0.0010559448983632333 0.0012352786309552119
leaf_count=359 279 362 690 276 1471 155 126 192
internal_value=0 0.00112478 -0.00046983 -0.00328785 0.000315522 -0.00603955 -0.000235403 0.00967553
internal_weight=0 0.0103744 0.00928541 0.0073272 0.00625667 0.00453677 0.00338639 0.00229122
internal_count=3910 3631 3269 2910 2634 1944 473 318
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=8
num_cat=0
split_feature=51 52 457 15 4 1 0
split_gain=1.71291e-05 3.89305e-05 3.99646e-05 3.47267e-05 4.67714e-05 6.9067e-05 6.44634e-05
threshold=-0.095859999999999987 -0.088354999999999989 0.069705000000000003 0.088615000000000013 -1.0000000180025095e-35 0.11198000000000001 0.076335000000000014
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=0.011157122011841642 -0.01745193352838853 0.020748610485032612 0.016981823814492137 -0.017677651711332953 -0.019471001101283549 0.010511987415715253 -0.0087488929819621187
leaf_weight=0.0012197334472137606 0.0013131772315846677 0.0019791754705995139 0.0013295348186031066 0.0011674748077872953 0.0019151091743670235 0.0012829691923561366 0.0011841312400690195
leaf_count=455 523 1002 254 758 502 347 69
internal_value=0 -0.00138376 0.000998203 -0.00182437 0.0010851 -0.00744276 0.00970671
internal_weight=0 0.0101716 0.00885839 0.00752886 0.00636139 0.00319808 0.00316331
internal_count=3910 3455 2932 2678 1920 849 1071
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 48 3 16
split_gain=9.62647e-05 0.000105457 7.64234e-05 0.000111252 8.60106e-05 5.47304e-05 7.99593e-05 5.56736e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.083775000000000002 -0.077689999999999995 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00049025855020784926 -0.00055370020177056029 0.00055767456722649535 0.00017589405286829487 0.00051030878080303855 0.000464875805763215 0.00015090242225052544 -0.00057363725074241771 -0.0003213554980523878
leaf_weight=0.0011946310716957577 0.0011409914664369967 0.0013551377589245449 0.0017995363088671151 0.0015870267663882923 0.0010588365412162667 0.0019048411765158774 0.0017896041091525591 0.0016681827718111673
leaf_count=275 161 388 599 130 233 297 610 1217
internal_value=0 4.15494e-05 -2.2019e-05 3.50132e-05 -5.67404e-05 -0.000133855 -0.000237029 -6.33131e-05
internal_weight=0 0.0123578 0.0110027 0.00980803 0.008221 0.00716216 0.00525732 0.00346772
internal_count=3910 3749 3361 3086 2956 2723 2426 1816
is_linear=0
shrinkage=0.00196078


Tree=6263
num_leaves=11
num_cat=0
split_feature=48 48 51 2 4 0 16 52 13 4
split_gain=5.55633e-05 9.09106e-05 5.15227e-05 7.8684e-05 6.40093e-05 6.93031e-05 9.96842e-05 5.16988e-05 6.22674e-05 4.14263e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 -0.0060199999999999993 0.084240000000000023 -0.082249999999999976 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00042932369977240171 -0.00042685355415139154 0.00059674342656410061 -0.00042241313327598276 0.00045712558907109893 0.00059401918823940387 0.00042968316253811463 -0.00060427166107860991 -0.00031139367584446918 0.00029693642641709877 -0.00022478869729277364
leaf_weight=0.0013796184379016785 0.0010842475713308012 0.0010189828870702774 0.0010792380110802276 0.0014112094715086369 0.0010004967074562381 0.0013610260634438773 0.0010614602704647749 0.0010667257124602047 0.0010655185808143169 0.0012978352463958506
leaf_count=185 161 239 364 433 430 209 557 759 379 194
internal_value=0 3.70614e-05 -1.61233e-05 2.93442e-05 -4.39842e-05 3.35901e-05 -6.4569e-05 6.47309e-05 0.000184005 1.04312e-05
internal_weight=0 0.0117421 0.0107231 0.00964389 0.00823268 0.00685306 0.00549204 0.00443058 0.00336385 0.00236335
internal_count=3910 3749 3510 3146 2713 2528 2319 1762 1003 573
is_linear=0
shrinkage=0.00196078


Tree=6264
num_leaves=11
num_cat=0
split_feature=48 48 51 2 4 0 16 52 13 4
split_gain=6.3155e-05 0.000102773 5.71827e-05 8.05097e-05 6.21832e-05 8.94821e-05 8.20142e-05 5.62968e-05 6.78525e-05 4.42291e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 -0.0054549999999999989 0.084240000000000023 -0.083814999999999987 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00042573615366854167 -0.0004585595532045445 0.00063190299530199582 -0.00044842242615850158 0.00046210606877316983 0.00058690193891341677 0.00048113025553664081 -0.00058036543069802109 -0.00035895765821322538 0.00026948122228609764 -0.00026514860720562789
leaf_weight=0.0013726347495815897 0.0010728547273641661 0.0010239937463512446 0.0010696639564663742 0.0014112638287059201 0.001000331340866785 0.0013631249750625856 0.0010249560110878447 0.0010637042101627691 0.0010948387875408016 0.0013029129106234211
leaf_count=185 161 239 364 433 392 209 545 759 424 199
internal_value=0 3.8458e-05 -1.83167e-05 2.94391e-05 -4.48214e-05 3.15095e-05 -8.01941e-05 3.47046e-05 0.000157933 -2.1031e-05
internal_weight=0 0.0117274 0.0107034 0.00963377 0.0082225 0.00684987 0.00548674 0.00446179 0.00339808 0.00239775
internal_count=3910 3749 3510 3146 2713 2528 2319 1774 1015 623
is_linear=0
shrinkage=0.00196078


Tree=6265
num_leaves=9
num_cat=0
split_feature=50 160 2 4 42 1 4 13
split_gain=1.53761e-05 3.73048e-05 3.80807e-05 5.54278e-05 4.22993e-05 3.75678e-05 8.98959e-05 3.83965e-05
threshold=0.086465000000000014 -0.085744999999999988 0.11934000000000002 0.15927500000000003 -1.0000000180025095e-35 0.086560000000000012 0.0057500000000000008 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.019300103353321555 -0.010921464862724091 -0.020427675392086654 -0.018921524163641734 0.016418847052778542 -0.0063244144562079998 -0.029909454350599357 0.010391376212872498 0.017131699561041904
leaf_weight=0.0010240009069437872 0.0011674779115870291 0.001146341539654921 0.0010320082742112961 0.0019031394517193684 0.0011285456570929882 0.0010687789290128452 0.0011480258934332688 0.0018287578661432063
leaf_count=483 715 701 346 304 391 448 89 433
internal_value=0 0.00118893 -0.000814814 0.00145746 -0.00304753 0.000803098 -0.0090387 0.00818054
internal_weight=0 0.0102796 0.0092556 0.00822359 0.00632045 0.00517411 0.0022168 0.0029573
internal_count=3910 3195 2712 2366 2062 1361 537 824
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=9
num_cat=0
split_feature=52 51 1 1 1 15 52 133
split_gain=1.66437e-05 3.20859e-05 2.07812e-05 5.06833e-05 3.25905e-05 3.2767e-05 3.07713e-05 2.61254e-05
threshold=-0.081429999999999989 -0.095859999999999987 0.088010000000000019 0.092550000000000007 0.11561500000000001 -0.10192499999999999 0.048490000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -2 -8
right_child=2 -3 3 4 -6 -7 7 -9
leaf_value=0.020979244117360671 -0.019583316971617332 -0.0016089622959959372 0.02185218734464078 -0.021893034044845997 0.0081252581116340022 0.001851468761377944 0.0086178629747735488 -0.012206762204059505
leaf_weight=0.0010047309952424502 0.0013866967529294386 0.0016809621430860862 0.0010305826570293337 0.001219234505074703 0.0015534195391881766 0.0011105537054867136 0.0013166621693535298 0.0011105710892213526
leaf_count=330 698 641 241 134 435 343 623 465
internal_value=0 0.0068414 -0.00216093 0.00213803 -0.003094 -0.0105746 -0.00769961 -0.000910363
internal_weight=0 0.00268569 0.00872772 0.00491379 0.00388321 0.00232979 0.00381393 0.00242723
internal_count=3910 971 2939 1153 912 477 1786 1088
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=9
num_cat=0
split_feature=4 151 16 3 133 0 1 52
split_gain=1.59085e-05 2.50736e-05 3.55353e-05 5.35889e-05 3.79697e-05 4.08364e-05 4.35395e-05 3.80012e-05
threshold=0.27020000000000005 -0.024429999999999997 -0.092424999999999993 -0.053439999999999994 -0.0047949999999999989 -0.053834999999999994 0.095575000000000007 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7
right_child=-2 2 4 -5 5 7 -8 -9
leaf_value=0.0094552933058362609 0.0091401990522556355 -0.00020918041375330468 0.017576494007650243 -0.030323790799052532 -0.0054991568037504983 -0.027961808757966639 0.020969741305728207 -0.00053218951271637182
leaf_weight=0.0017056523365267121 0.0016197474837883466 0.0012755873845477581 0.0010495790523821925 0.0011008893182962286 0.0016040315181036977 0.0010042971718226348 0.001014517148426799 0.0010160824503473787
leaf_count=556 472 431 680 145 1038 303 207 78
internal_value=0 -0.00156018 -0.00388983 -0.0141596 0.000400553 -0.00348558 0.00475582 -0.014167
internal_weight=0 0.00977064 0.00806498 0.00237648 0.00568851 0.00463893 0.00261855 0.00202038
internal_count=3910 3438 2882 576 2306 1626 1245 381
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=10
num_cat=0
split_feature=403 0 52 13 2 15 1 1 42
split_gain=1.59077e-05 2.93885e-05 2.95323e-05 4.84171e-05 6.80621e-05 6.03143e-05 0.000102907 7.1003e-05 3.44533e-05
threshold=0.087440000000000004 0.14676000000000003 0.10701500000000001 -0.083514999999999992 0.11230000000000001 0.035895000000000003 0.094485000000000013 0.086560000000000012 0.083970000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 7 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.027610649653331876 -0.012041929413715412 0.017062125095651085 -0.013817555196383108 0.011174801755345928 -0.026351409409369073 -0.019566182293700191 0.02674932940720234 -0.025349319509717236 0.0018067694969742592
leaf_weight=0.0010493655598788061 0.001005952200332603 0.001041352501108205 0.001440211516403775 0.0010946284449157885 0.0010219416166874296 0.0010143298949532092 0.0016382263382981547 0.0010359916117093464 0.0010207908751259744
leaf_count=309 349 76 635 412 321 698 379 165 566
internal_value=0 0.00112982 -0.00065121 0.00175662 -0.00292572 0.00207926 0.00790481 -0.00658467 0.0148868
internal_weight=0 0.0103568 0.00931549 0.00787527 0.00580512 0.00478318 0.00376885 0.00213062 0.00207016
internal_count=3910 3561 3485 2850 1975 1654 956 577 875
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=10
num_cat=0
split_feature=48 2 48 2 4 52 3 2 0
split_gain=5.15308e-05 7.12314e-05 5.03293e-05 5.25575e-05 5.3538e-05 5.62338e-05 0.00010019 4.83444e-05 1.32307e-05
threshold=0.11930500000000001 0.11260500000000001 0.083775000000000002 0.10113500000000002 0.15927500000000003 0.071660000000000015 -0.075679999999999983 0.089910000000000004 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 -3
right_child=-2 8 7 -5 -6 -7 -8 -9 -10
leaf_value=-0.00074578030290432047 -0.00042037531376884165 0.00051779348786211736 -0.00010781513549976398 -0.00048830724966187559 0.00036300674144487097 0.00015281405546691974 -1.9569803220126291e-05 0.00046531335446022156 0.00020395736239064175
leaf_weight=0.0011553233732704937 0.001058806674831987 0.0010367306962872887 0.0010135826978309838 0.0012417538860226137 0.0010243816352716317 0.0017390854922428177 0.0019858428249867827 0.0012809840228958638 0.0010291330805139044
leaf_count=1013 161 132 253 305 207 887 288 241 423
internal_value=0 3.16567e-05 -4.0509e-05 -0.000121631 -4.45186e-05 -0.00013006 -0.000286671 0.000212144 0.000361453
internal_weight=0 0.0115068 0.00944095 0.00714639 0.00590463 0.00488025 0.00314117 0.00229457 0.00206586
internal_count=3910 3749 3194 2700 2395 2188 1301 494 555
is_linear=0
shrinkage=0.00196078


Tree=6270
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 0
split_gain=1.50749e-05 3.73904e-05 5.76709e-05 3.66105e-05 9.11998e-05 3.82255e-05 6.90917e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999 -0.18901999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.011116107268358585 -0.015946581370162687 -0.018270728108201049 -0.0075383295748399949 0.027800382537334658 -0.0061571846178457247 -0.013541931721592565 0.027350922043590489
leaf_weight=0.0010948199046840338 0.0014773289536822503 0.0012906451924401636 0.001860631290006542 0.0017232493877431948 0.0015289879684556307 0.0013356940326389372 0.0010298126544881782
leaf_count=502 866 847 433 611 134 379 138
internal_value=0 -0.00122914 0.00125032 0.00461934 0.00864603 0.000170545 0.00732846
internal_weight=0 0.0102463 0.00876902 0.00747838 0.00561774 0.00389449 0.0025588
internal_count=3910 3408 2542 1695 1262 651 272
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=9
num_cat=0
split_feature=2 52 4 52 0 13 3 52
split_gain=1.64219e-05 4.93186e-05 6.3464e-05 4.86402e-05 4.30183e-05 8.35314e-05 4.98446e-05 1.24206e-05
threshold=0.10946500000000002 0.090300000000000005 0.15927500000000003 1.0000000180025095e-35 -0.084304999999999977 -0.0088749999999999992 0.084925000000000014 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -6 -1 -2
right_child=3 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.024951719528668845 0.0050917202092623176 -0.016840902749543241 0.022695384958327198 0.024045930248710785 0.024806205200096437 -0.010630395786894814 0.0029593315900247031 -0.010562091010981135
leaf_weight=0.0013961600975214731 0.0010155638500781747 0.0018280888631426869 0.0011830690190399356 0.001020608201272677 0.0012499606433743588 0.001421857291399449 0.001181110581875533 0.0010119506253570372
leaf_count=963 337 745 224 250 602 523 86 180
internal_value=0 -0.00234689 0.00177247 0.00624126 -0.00294326 0.00594796 -0.0121607 -0.00272124
internal_weight=0 0.00826025 0.00643216 0.00304812 0.00524909 0.00267182 0.00257727 0.00202751
internal_count=3910 3143 2398 767 2174 1125 1049 517
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=9
num_cat=0
split_feature=11 159 52 2 151 16 12 2
split_gain=1.44889e-05 2.15761e-05 4.08224e-05 4.37425e-05 3.72637e-05 6.30493e-05 6.7223e-05 2.4918e-05
threshold=0.077330000000000024 0.090705000000000022 -0.081429999999999989 0.11339500000000001 -0.0088999999999999982 -0.15168999999999996 0.089995000000000006 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.015284426225180565 -0.011279545584057934 -0.012824553313497248 -0.013888624714854324 -0.0162524709879685 0.025104058473777915 -6.9434563482748417e-05 -0.020897282613634039 0.021034120615737433
leaf_weight=0.0019968032517196877 0.0010390570634169075 0.0010018381252236844 0.0010586559322045474 0.00147193287349048 0.0013522768998114757 0.0012545713092909838 0.0010885253395978263 0.001009877707943343
leaf_count=665 279 462 291 312 221 627 739 314
internal_value=0 0.001114 0.00262648 -0.000866606 0.00306249 0.0068764 -0.000474934 0.00934213
internal_weight=0 0.0102345 0.00923264 0.00723584 0.00576391 0.00470525 0.00335297 0.00226445
internal_count=3910 3631 3169 2504 2192 1901 1680 941
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=10
num_cat=0
split_feature=2 42 52 3 160 12 42 0 3
split_gain=3.99107e-05 5.90714e-05 5.22298e-05 5.46522e-05 4.20667e-05 4.81656e-05 5.21525e-05 7.68842e-05 9.2841e-05
threshold=0.10946500000000002 0.092145000000000019 0.06136500000000001 0.11265500000000002 -0.026849999999999995 0.095295000000000019 -1.0000000180025095e-35 -0.10209999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 -6 -8 -9
right_child=2 -3 -4 -5 5 -7 7 8 -10
leaf_value=0.00027166991617533838 0.00030094938582643467 -0.0004679823552875357 0.00052450182951812294 -0.00030338118289475005 -0.000356277797497686 -0.00046714203909514946 -0.00019492237990131837 -7.3319245991940854e-05 0.00073502851962256111
leaf_weight=0.0015699272663023175 0.0011654156169627547 0.0012915590512744832 0.0010846869495436677 0.0011362780779253655 0.0012743792518496114 0.0010653415398526054 0.0018565060543908381 0.0010492032363253318 0.0011395868335384084
leaf_count=721 386 580 213 168 593 278 215 549 207
internal_value=0 -7.90349e-05 0.000169776 2.60926e-06 -1.58856e-05 -8.65889e-05 -1.03776e-05 9.85904e-05 0.000347545
internal_weight=0 0.0092465 0.00338638 0.00230169 0.00795494 0.00638502 0.00531968 0.0040453 0.00218879
internal_count=3910 3143 767 554 2563 1842 1564 971 756
is_linear=0
shrinkage=0.00196078


Tree=6274
num_leaves=9
num_cat=0
split_feature=2 52 4 150 42 47 4 52
split_gain=1.83029e-05 4.13802e-05 3.76069e-05 4.02779e-05 5.56358e-05 8.46689e-05 5.23562e-05 9.30361e-06
threshold=0.10946500000000002 1.0000000180025095e-35 -0.08422499999999998 0.086420000000000011 -0.088669999999999985 0.09252500000000001 -0.034289999999999994 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 7 -1 4 -4 6 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.014449195817343316 0.0050734798996058461 0.02302417290424506 0.026137445936881377 -0.016424293633127467 -0.0092577998181805812 -0.022385609952353062 0.018681720080056849 -0.0084890777086322512
leaf_weight=0.0019915112826726167 0.0010149362101274967 0.0010191454734696003 0.001001652989482427 0.0010598938940393956 0.0010263263004228335 0.0012108646769763303 0.001935642359019885 0.0010082360558256414
leaf_count=693 337 250 208 271 813 264 894 180
internal_value=0 0.00659209 -0.00248598 0.00133555 0.00497331 -0.000106963 0.00900064 -0.00168534
internal_weight=0 0.00304232 0.00822589 0.00623438 0.00517449 0.00417283 0.00296197 0.00202317
internal_count=3910 767 3143 2450 2179 1971 1707 517
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=10
num_cat=0
split_feature=484 48 4 12 3 47 1 1 15
split_gain=7.90987e-05 6.26439e-05 0.00013261 8.1483e-05 0.000121406 6.18882e-05 7.52534e-05 7.92376e-05 6.66531e-05
threshold=-1.0000000180025095e-35 0.11930500000000001 0.40359500000000004 -0.036459999999999992 0.10666500000000002 0.09550500000000002 0.09112000000000002 0.076710000000000014 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00054575136336279301 -0.0005044050096911656 -0.00044152372236339993 0.0007467252085509628 -0.00045246538863387024 0.00058474376454671249 0.00041364854029297466 -0.00050872545084653775 0.00031931063450372273 0.00011816967586372935
leaf_weight=0.0010013189083080175 0.0010884265275141513 0.0010023719385817897 0.0010124574940818211 0.0016874970907194715 0.0014424494990971804 0.0010153515905143269 0.0014041690443260379 0.0019117892709816721 0.001474734207226575
leaf_count=627 265 137 337 700 123 163 419 382 757
internal_value=0 2.7806e-05 7.04307e-05 2.12553e-06 6.38222e-05 -3.64512e-05 -0.000106997 4.17607e-06 -0.000186345
internal_weight=0 0.0120392 0.0110369 0.0100244 0.00893599 0.00749354 0.00647819 0.00507402 0.00316223
internal_count=3910 3283 3146 2809 2544 2421 2258 1839 1457
is_linear=0
shrinkage=0.00196078


Tree=6276
num_leaves=8
num_cat=0
split_feature=4 42 0 43 4 16 1
split_gain=1.69182e-05 2.59558e-05 3.77039e-05 6.66103e-05 3.14751e-05 6.71616e-05 5.2268e-05
threshold=0.27608500000000008 0.092145000000000019 -0.017269999999999997 -0.089949999999999988 -0.06272999999999998 -0.057604999999999996 0.091035000000000019
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=-0.02536701017948062 0.0098729273407294361 -0.013806086263716828 0.013839069157442492 -0.0104317805566948 0.0097057933450304373 0.021981538241738877 -0.020312082587497005
leaf_weight=0.0010932634091492923 0.0014922617487988328 0.0014701315775734443 0.0017105217669067885 0.0015475046265997537 0.001225197593457854 0.0016263819215081403 0.0011016230442727377
leaf_count=505 441 700 288 770 370 665 171
internal_value=0 -0.00155864 0.000609503 -0.00282234 0.00165841 0.00639118 -0.00450604
internal_weight=0 0.00977462 0.00830449 0.00659397 0.00550071 0.0039532 0.00232682
internal_count=3910 3469 2769 2481 1976 1206 541
is_linear=0
shrinkage=0.1


Tree=6277
num_leaves=9
num_cat=0
split_feature=1 4 150 1 15 52 43 47
split_gain=1.50958e-05 4.37464e-05 3.13642e-05 2.85843e-05 2.68262e-05 2.46335e-05 1.63021e-05 1.31812e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 -1.0000000180025095e-35 -0.014099999999999998 0.0016850000000000001 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -3 -5 -1 -7
right_child=2 4 -4 5 -6 7 -8 -9
leaf_value=-0.0023861350762345857 -0.01111104778519369 -0.026686846936937438 0.015246031789422616 0.01678010379037791 -0.0045458616594573646 -0.009011216591774663 0.014119402916539734 0.0067400351401718048
leaf_weight=0.001366531209993211 0.0017621428193346921 0.0010027654907496732 0.0015944649145798124 0.0011115839206566982 0.0012045808683761 0.0011263465449756797 0.0010645367159251677 0.0010056144366726164
leaf_count=539 706 1013 348 260 566 272 91 115
internal_value=0 -0.00441242 0.00303184 -0.00085875 -0.0146042 0.00471109 0.00484145 -0.00158158
internal_weight=0 0.00463841 0.00660015 0.00500569 0.00220735 0.00324354 0.00243107 0.00213196
internal_count=3910 2209 1701 1353 1579 647 630 387
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=9
num_cat=0
split_feature=47 47 157 2 16 51 49 52
split_gain=1.57709e-05 4.84407e-05 2.55668e-05 5.71853e-05 8.61685e-05 4.53789e-05 7.55009e-05 4.1109e-05
threshold=0.11669500000000001 0.09550500000000002 -0.062769999999999979 0.086545000000000025 -0.083564999999999987 0.08955500000000001 -0.0090499999999999973 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=0.013221846319085582 -0.011600400094322382 0.02167206723616728 0.0022695123304686707 0.027864057740571282 -0.03630385508240077 -0.016636362017057305 -0.01253821262585026 0.0093203277737985094
leaf_weight=0.001089887618930657 0.0010672564042459717 0.0010357358319638852 0.0012002976772450588 0.0012200552679717067 0.0011190528320894815 0.0010376412247185812 0.001641184493794994 0.0018084793745131809
leaf_count=540 179 210 525 250 728 263 754 461
internal_value=0 0.00117867 -0.00114958 -0.00310097 -0.0163416 0.00227973 0.006483 -0.00107892
internal_weight=0 0.0101523 0.0091166 0.00802671 0.00231935 0.00570736 0.00466972 0.00344966
internal_count=3910 3731 3521 2981 1253 1728 1465 1215
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=9
num_cat=0
split_feature=48 2 48 2 52 43 16 0
split_gain=4.93559e-05 7.47988e-05 4.08062e-05 5.59926e-05 4.72715e-05 7.80111e-05 4.23023e-05 1.70479e-05
threshold=0.11930500000000001 0.11260500000000001 0.091555000000000011 0.10113500000000002 -0.088354999999999989 -0.0037249999999999996 -0.057604999999999996 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -3
right_child=-2 7 -4 -5 5 6 -8 -9
leaf_value=-0.00032870754953922816 -0.00041584944952010016 0.00055402422256258226 0.00031037696636251069 -0.0004706890689689911 -0.000247245899770664 6.4718778757516914e-05 0.00051423880752245795 0.0001936507463204402
leaf_weight=0.0014906087959853723 0.0010288336676874199 0.0010131796368225876 0.0011061680555436099 0.0012607653637466028 0.0019255607263874886 0.0019679045744678417 0.0013618751760619504 0.0010056151618090679
leaf_count=476 161 132 251 335 1409 548 175 423
internal_value=0 3.30222e-05 -4.26288e-05 -9.13983e-05 -2.05119e-05 6.69038e-05 0.000248572 0.000374513
internal_weight=0 0.0111317 0.00911288 0.00800671 0.00674595 0.00525534 0.00332978 0.00201879
internal_count=3910 3749 3194 2943 2608 2132 723 555
is_linear=0
shrinkage=0.00196078


Tree=6280
num_leaves=11
num_cat=0
split_feature=48 48 403 13 52 1 16 0 1 51
split_gain=4.37093e-05 7.75779e-05 3.3092e-05 5.72807e-05 6.36567e-05 7.76874e-05 5.96174e-05 8.75559e-05 3.79808e-05 1.0398e-05
threshold=0.11930500000000001 0.092755000000000018 0.087440000000000004 -0.0041499999999999983 0.098910000000000012 0.092550000000000007 -0.008069999999999999 -0.10209999999999998 0.091310000000000016 -0.069879999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -5 -8
right_child=-2 -3 -4 6 -6 -7 9 -9 -10 -11
leaf_value=-0.00027879206871441717 -0.00038965640309012838 0.00050185443767792974 -0.00035995346492189372 1.1830756013212769e-05 -0.00058041935723485074 0.00039290953816534349 0.00026665273640556032 0.00042750664687654703 -0.00051805604097409719 0.00054777333050962075
leaf_weight=0.0016823035342219868 0.0010433826593187678 0.0011964570569845999 0.0010262503275481347 0.0010213313164896824 0.0010546175469165588 0.0010915220273853248 0.0010012489215263166 0.001092434029907198 0.0010596341741008404 0.0010223903450549048
leaf_count=1224 161 287 328 104 466 448 248 366 92 186
internal_value=0 2.9868e-05 -2.63125e-05 1.16244e-05 -0.000170373 -1.44722e-05 0.000145695 -2.20092e-05 -0.000257989 0.000408681
internal_weight=0 0.0112482 0.0100517 0.00902548 0.00382844 0.00277383 0.00519704 0.0031734 0.00208097 0.00202364
internal_count=3910 3749 3462 3134 2138 1672 996 562 196 434
is_linear=0
shrinkage=0.00196078


Tree=6281
num_leaves=10
num_cat=0
split_feature=48 48 2 2 4 52 3 3 4
split_gain=4.97875e-05 7.60583e-05 3.86982e-05 5.60443e-05 6.15777e-05 5.00992e-05 6.77595e-05 5.14433e-05 4.96519e-05
threshold=0.11930500000000001 0.092755000000000018 0.11260500000000001 0.10393500000000001 0.15927500000000003 -0.088354999999999989 -0.040669999999999991 -0.087654999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -8
right_child=-2 -3 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00040964841500641073 -0.00041936120377837209 0.00050173475547760603 0.00025180612563501415 -0.00050939359231818074 0.00039633310538056253 2.3189274168228903e-05 0.00054733154974191656 -0.00056904246506150652 -2.6758799510092967e-05
leaf_weight=0.0014869492100130872 0.0010254800577674328 0.0011848178988582208 0.0016348268570652693 0.0010170753615767235 0.0011592862874089246 0.001292802721733796 0.0010809436344303585 0.0010001603540997178 0.0012478552302013397
leaf_count=489 161 287 490 262 221 509 130 1254 107
internal_value=0 3.21898e-05 -2.3892e-05 -7.82933e-05 -1.79656e-05 -9.65895e-05 4.13022e-06 -0.000235134 0.000239713
internal_weight=0 0.0111047 0.0099199 0.00828507 0.007268 0.00610871 0.00462176 0.00229296 0.0023288
internal_count=3910 3749 3462 2972 2710 2489 2000 1763 237
is_linear=0
shrinkage=0.00196078


Tree=6282
num_leaves=11
num_cat=0
split_feature=48 48 2 47 2 150 4 15 15 52
split_gain=4.75559e-05 8.6896e-05 5.60575e-05 5.13472e-05 7.26913e-05 0.000104917 0.000101972 6.01329e-05 8.60619e-05 2.61721e-05
threshold=0.11930500000000001 0.095825000000000007 -1.0000000180025095e-35 0.087850000000000025 0.11260500000000001 0.086420000000000011 -0.08422499999999998 0.088615000000000013 -0.0063699999999999989 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 -8 -4
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.00041746433912708924 -0.0004024641045748818 0.00057785540628632604 -0.00053553765170509646 -0.00042992577944349711 0.00036052592640717991 -0.00064886051111792437 3.0523120844869865e-06 -0.00017857195198518687 0.00074873266295173409 -0.00010118615059330623
leaf_weight=0.0010028238899254744 0.0010744200955736605 0.0010114058856850643 0.0011163107270861141 0.0013134775001742089 0.0016156297216923122 0.001125467041844604 0.0011493684129832555 0.0010263195636033423 0.0012338930591663281 0.0010213269903072029
leaf_count=258 161 239 543 263 487 232 688 650 297 92
internal_value=0 2.8712e-05 -2.36621e-05 -6.97339e-05 -1.26531e-05 -0.000103009 7.73754e-06 0.000218236 0.000389116 -0.000328012
internal_weight=0 0.011616 0.0106046 0.00960179 0.00828832 0.00667269 0.00554722 0.00340958 0.00238326 0.00213764
internal_count=3910 3749 3510 3252 2989 2502 2270 1635 985 635
is_linear=0
shrinkage=0.00196078


Tree=6283
num_leaves=9
num_cat=0
split_feature=1 0 2 15 1 15 2 15
split_gain=1.55834e-05 6.06369e-05 3.00197e-05 4.48015e-05 4.12348e-05 4.36476e-05 3.40373e-05 2.69617e-05
threshold=0.076710000000000014 -0.087614999999999985 0.11462500000000002 0.035895000000000003 0.11097000000000001 -0.077959999999999988 0.086650000000000019 0.041585000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -3
right_child=2 7 -4 -5 -6 -7 -8 -9
leaf_value=-0.02636155205303229 -0.011737238611472006 -0.0050909682667270575 0.014516202733560846 -0.019880936664076317 -0.01090120690956803 0.025572489124001174 0.013579628877485581 0.014849887768272372
leaf_weight=0.0010024024191726847 0.001042780768725744 0.0018740795138297926 0.0016565690116065856 0.0010098640665416889 0.0014130911639460095 0.0011169610154718821 0.0010821497546093298 0.0010624376212321947
leaf_count=630 197 579 413 496 267 390 139 799
internal_value=0 -0.00512544 0.00267502 -0.00078769 0.00335445 0.00956827 0.00115572 0.00212367
internal_weight=0 0.00393892 0.00732142 0.00566485 0.00465498 0.00324189 0.00212493 0.00293652
internal_count=3910 2008 1902 1489 993 726 336 1378
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=9
num_cat=0
split_feature=11 13 39 0 16 4 1 0
split_gain=1.41684e-05 2.10552e-05 7.99872e-05 4.17655e-05 3.95596e-05 4.06002e-05 5.64057e-05 3.26618e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 0.0057500000000000008 0.086560000000000012 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0021735838774728559 -0.011179939089616397 -0.018882381137747008 0.024729634068639414 -0.021650278842795467 0.0065619380136799441 0.013658297929204706 -0.022275432139835988 0.022649668606676145
leaf_weight=0.0010852660954480499 0.0010377818002405429 0.0010661660819552311 0.0010337549063376269 0.001248254130747653 0.0016603248085585638 0.0019177074684687458 0.0011467673602260611 0.001036104175492987
leaf_count=300 279 175 387 329 1468 341 525 106
internal_value=0 0.00108481 -0.00124484 -0.00505936 -0.00148316 0.00244303 -0.00521885 0.00995041
internal_weight=0 0.0101943 0.00807297 0.00703922 0.00579097 0.0047248 0.00280709 0.00212137
internal_count=3910 3631 3225 2838 2509 2334 1993 406
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=9
num_cat=0
split_feature=48 4 12 3 12 52 43 2
split_gain=4.87907e-05 8.39777e-05 6.13969e-05 0.000114539 5.05139e-05 5.64362e-05 8.79426e-05 7.50806e-05
threshold=0.11930500000000001 0.40359500000000004 -0.036459999999999992 0.10666500000000002 0.092365000000000017 -0.069134999999999988 -0.0037249999999999996 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00046725563434710254 -0.00041303110233090792 0.00053324125310929128 -0.00028824607314914606 0.00051941430988097477 -0.00033990308330314039 -0.00028372881778175179 9.9679518591422157e-05 0.00076673018439330051
leaf_weight=0.001084665690243119 0.0010424601497087188 0.0011473556510339716 0.0016094137805102455 0.0015116098146552492 0.0019905520356899662 0.0012690521509740147 0.0018190953773549582 0.0010083407189406934
leaf_count=279 161 357 483 136 1023 987 345 139
internal_value=0 3.00729e-05 -2.60165e-05 2.59593e-05 -7.09569e-05 2.28672e-05 0.000145096 0.000337568
internal_weight=0 0.0114401 0.0102927 0.00920806 0.00769645 0.0057059 0.00409649 0.00282744
internal_count=3910 3749 3392 3113 2977 1954 1471 484
is_linear=0
shrinkage=0.00196078


Tree=6286
num_leaves=9
num_cat=0
split_feature=1 4 150 16 16 51 13 12
split_gain=1.42277e-05 3.38301e-05 2.4611e-05 2.83152e-05 4.07385e-05 4.04626e-05 2.00524e-05 1.58065e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.088439999999999977 0.0015650000000000002 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.0043143057705479224 -0.014335135496792127 -0.021821286630965275 0.013811747801521787 0.015037444351956034 0.0088517297451888612 -0.018583716572636546 0.01397151659453464 -0.0048404590644058176
leaf_weight=0.0013470645443846461 0.0011421376937934234 0.0010935140474846511 0.0015807285853569383 0.0017239747735306901 0.0010216499324673159 0.0011345127731150284 0.0010809255978694405 0.0010991991711125611
leaf_count=467 256 746 349 439 252 414 158 829
internal_value=0 -0.00430497 0.00292958 -0.000495516 0.00357824 -0.00558404 0.00382642 -0.0133089
internal_weight=0 0.0046207 0.006603 0.00502228 0.00388014 0.00215616 0.00242799 0.00219271
internal_count=3910 2200 1710 1361 1105 666 625 1575
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=11
num_cat=0
split_feature=133 13 42 47 16 43 0 48 0 1
split_gain=4.96227e-05 7.83662e-05 4.50468e-05 0.000116977 8.28021e-05 6.83018e-05 9.09678e-05 5.98811e-05 5.5544e-05 3.5846e-05
threshold=0.10599500000000002 -0.26418499999999995 -0.090359999999999982 0.10887000000000001 -0.49150499999999991 -0.06705499999999999 -0.082074999999999995 0.084500000000000006 -0.072264999999999982 0.088495000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 9 -6 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.0005251644754173272 -0.0004253821480780724 -0.00039885265516871344 0.00056667463079636314 -0.00060737254928424766 -2.2671855754138538e-05 0.0004595219026130048 -0.0005873755960050988 -0.00030051116940917906 0.00060194120894115132 -7.6307220215850217e-06
leaf_weight=0.0010994692741908988 0.0010135238604581922 0.0011083728047592304 0.0012219993930611614 0.0010231650982154344 0.0010471313161171001 0.0011911027842453762 0.0011790435535153016 0.0013408619835864367 0.0011468473228102849 0.0013441933346359759
leaf_count=179 557 385 206 176 812 463 576 161 261 134
internal_value=0 2.68794e-05 -2.47912e-05 1.88768e-05 9.45164e-05 1.49244e-05 -0.000110461 3.46056e-05 0.000303829 0.000211841
internal_weight=0 0.0117022 0.0106027 0.00949434 0.00847118 0.00724918 0.0050552 0.00387616 0.00219398 0.0025353
internal_count=3910 3353 3174 2789 2613 2407 1334 758 1073 597
is_linear=0
shrinkage=0.00196078


Tree=6288
num_leaves=8
num_cat=0
split_feature=4 151 16 0 133 16 12
split_gain=1.5637e-05 2.52105e-05 3.03778e-05 4.65598e-05 3.76797e-05 4.19735e-05 8.05341e-05
threshold=0.27608500000000008 -0.024429999999999997 -0.092424999999999993 -0.11756999999999999 -0.012879999999999997 0.022165000000000004 0.091405000000000014
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=0.0095904937338950197 0.0095143247988702193 -0.028618914629801397 0.017784367714950216 -0.00081468024693730581 0.0075652054209798085 -0.03079285001371377 0.0041023317748950447
leaf_weight=0.0016916766875849842 0.0014831594589845452 0.0010828203848219631 0.0010022348334980365 0.0013570730645938776 0.0019445307190828357 0.0012121331820347501 0.0014555907610974016
leaf_count=556 441 169 570 438 1060 291 385
internal_value=0 -0.00150723 -0.0038381 -0.0131542 0.000210379 -0.00360842 -0.011753
internal_weight=0 0.00974606 0.00805438 0.00243989 0.00561449 0.00461225 0.00266772
internal_count=3910 3469 2913 607 2306 1736 676
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=10
num_cat=0
split_feature=4 0 2 12 3 150 1 4 47
split_gain=3.82944e-05 9.19612e-05 4.75057e-05 5.95866e-05 7.30132e-05 6.62486e-05 0.000142095 4.73689e-05 9.78514e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 0.086545000000000025 0.091555000000000011 -0.080664999999999987 0.085425000000000015 0.10561500000000001 -0.0010999999999999996 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 -2 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00037029603669614368 3.8519110171385661e-05 0.00052258711032164052 0.00062836013334117372 -0.00034551213208006831 -0.00064414525673061414 0.00042986102494982213 0.00024830860354196584 -0.00077353545317229429 2.3331497118702168e-05
leaf_weight=0.0010177604438427476 0.0018760970298865448 0.0012781599140511283 0.0010362714878822277 0.0010678975419281759 0.0011655324571971065 0.001205660849519655 0.0016668320114968968 0.0011951425816711073 0.0011748492997256271
leaf_count=176 1113 239 553 720 331 162 244 240 132
internal_value=0 2.62895e-05 -3.47743e-05 7.54719e-05 0.000164069 4.49188e-05 -0.000118941 -0.000194251 -0.000378514
internal_weight=0 0.0116664 0.0103883 0.00614219 0.0050743 0.00403803 0.00283236 0.00424609 0.00236999
internal_count=3910 3734 3495 2010 1290 737 575 1485 372
is_linear=0
shrinkage=0.00196078


Tree=6290
num_leaves=9
num_cat=0
split_feature=1 42 484 42 150 15 15 16
split_gain=1.34932e-05 3.12399e-05 3.37039e-05 4.82053e-05 6.53177e-05 3.98031e-05 4.55846e-05 5.49887e-05
threshold=0.12730000000000002 0.092145000000000019 0.084225000000000008 0.08622500000000001 0.077110000000000012 0.084050000000000014 -0.035939999999999993 0.054425000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.017181337632182429 0.0097595454450430455 -0.01466916566569321 0.017121489839137478 0.018271738038949253 0.013922084757757506 -0.027712893155122438 0.0210094510539868 -0.011933661673875755
leaf_weight=0.0017968922369062338 0.0012460898634272322 0.001483022216880763 0.0011324216012761337 0.0010646913730834717 0.001446107882999966 0.0010323691711667457 0.001023148626878587 0.0010038041938521588
leaf_count=571 345 721 368 558 241 637 281 188
internal_value=0 -0.0012768 0.00105997 -0.00140893 -0.00473371 -0.0102891 -0.00558503 0.00469509
internal_weight=0 0.00998246 0.00849944 0.00736701 0.00630232 0.00485621 0.00382385 0.00202695
internal_count=3910 3565 2844 2476 1918 1677 1040 469
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=10
num_cat=0
split_feature=48 2 48 2 52 43 13 2 0
split_gain=4.69417e-05 8.09016e-05 4.53217e-05 5.57512e-05 4.60338e-05 6.65706e-05 4.71462e-05 6.00323e-05 1.56659e-05
threshold=0.11930500000000001 0.11260500000000001 0.091555000000000011 0.10113500000000002 -0.088354999999999989 -0.0037249999999999996 -0.012339999999999999 0.085255000000000011 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -3
right_child=-2 8 -4 -5 5 6 7 -9 -10
leaf_value=-0.0003266801663215964 -0.00040061036578932616 0.00055652486945525527 0.00032322320727499847 -0.00047033650876988404 -0.00022908103310496393 0.00056397152107693304 0.00035143469559845413 -0.00028449463975067083 0.00021314165544126626
leaf_weight=0.0015265985840219225 0.001054804599493077 0.0010231205651328968 0.0011240741544554069 0.0012924457712995855 0.0019511697494387185 0.0010788787021577826 0.0012781790736046362 0.0010311471089544041 0.0010201113453577968
leaf_count=476 161 132 251 335 1409 441 133 149 423
internal_value=0 3.18633e-05 -4.5887e-05 -9.67433e-05 -2.64184e-05 5.94305e-05 0.000225576 6.74832e-05 0.000385086
internal_weight=0 0.0113257 0.00928249 0.00815842 0.00686597 0.00533937 0.0033882 0.00230933 0.00204323
internal_count=3910 3749 3194 2943 2608 2132 723 282 555
is_linear=0
shrinkage=0.00196078


Tree=6292
num_leaves=8
num_cat=0
split_feature=4 156 151 12 16 16 2
split_gain=1.43562e-05 2.49492e-05 3.1794e-05 3.95151e-05 6.36058e-05 9.71833e-05 3.8169e-05
threshold=0.27020000000000005 0.082605000000000026 -0.024429999999999997 0.086865000000000012 -0.085924999999999987 0.0063350000000000012 0.088585000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=0.013945374167988387 0.0087279663699511342 -0.016437265212224647 -0.027510516414575192 0.016552701652952102 0.01866441991286313 -0.021398120254821098 -0.0044675045983358589
leaf_weight=0.0014127193766592626 0.0015973838933278752 0.001002839666342418 0.0012956642338159317 0.0016003246679362217 0.0012941549761893551 0.0011378882716789138 0.001877093208969794
leaf_count=423 472 519 328 793 404 177 794
internal_value=0 -0.00150901 0.000228162 -0.00246139 -0.00961406 -7.97758e-05 0.0052061
internal_weight=0 0.00962068 0.00861784 0.00720513 0.00372771 0.00243204 0.00347742
internal_count=3910 3438 2919 2496 909 581 1587
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=10
num_cat=0
split_feature=0 4 43 12 160 43 15 4 4
split_gain=1.47398e-05 4.52876e-05 3.71746e-05 4.2278e-05 4.08049e-05 3.98275e-05 3.15869e-05 7.08215e-05 1.90691e-05
threshold=-0.017269999999999997 -0.48072499999999996 -0.079374999999999987 0.091405000000000014 0.086110000000000006 -0.0031199999999999995 0.035895000000000003 -1.0000000180025095e-35 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -7 -9
right_child=1 -3 4 -5 -6 6 -8 8 -10
leaf_value=-0.026546319707996487 -0.0086647508022988911 0.019723663048212117 0.022853625202547696 0.0010740435194288602 -0.015828294281285658 0.026928725936101461 -0.012734924566683826 -0.013946421147938762 0.0045199132874233433
leaf_weight=0.0011384480292656667 0.0010097854834851107 0.0012670851952564708 0.0010489177297203838 0.001079844999146798 0.0010939726536750736 0.0011059012838249924 0.0011934744050499375 0.0010355089621078444 0.0012157214817511679
leaf_count=836 194 252 935 348 214 184 492 244 211
internal_value=0 0.00713348 -0.00188188 -0.013101 0.00183624 0.00528734 0.0012383 0.00620584 -0.00397413
internal_weight=0 0.00227687 0.00891179 0.00221829 0.0066935 0.00559952 0.00455061 0.00335713 0.00225123
internal_count=3910 446 3464 1184 2280 2066 1131 639 455
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=9
num_cat=0
split_feature=47 47 51 0 2 16 43 16
split_gain=1.54797e-05 4.06352e-05 2.73395e-05 4.20427e-05 6.73134e-05 3.39218e-05 2.17975e-05 3.87866e-05
threshold=0.11669500000000001 0.09550500000000002 0.08955500000000001 -0.10783 0.086875000000000022 -0.19424999999999998 -0.083094999999999988 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 -8
right_child=-2 -3 -4 4 6 -7 7 -9
leaf_value=-0.0030869758785925668 -0.011534713628553865 0.019977667195862504 -0.014550202662012006 -0.019176806925658693 0.015330024902700638 0.020123700587142457 0.012054169060133929 -0.0155574197050527
leaf_weight=0.0010098693503704948 0.001060584337345496 0.0010309350032503125 0.0012747808510956129 0.0018708118152819786 0.0012017515462062005 0.0016724025313521046 0.0010246589682838233 0.0010104146210074905
leaf_count=264 179 210 413 1227 435 236 651 295
internal_value=0 0.00116521 -0.00097435 0.00124727 -0.00407651 0.0113849 0.00465112 -0.00165499
internal_weight=0 0.0100956 0.00906469 0.00778991 0.00510764 0.00268227 0.00323683 0.00203507
internal_count=3910 3731 3521 3108 2608 500 1381 946
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=11
num_cat=0
split_feature=48 2 48 2 4 52 15 16 15 0
split_gain=6.31814e-05 6.39971e-05 3.824e-05 4.97335e-05 4.85392e-05 4.89179e-05 7.99235e-05 6.71849e-05 4.47978e-05 8.35546e-06
threshold=0.11930500000000001 0.11260500000000001 0.091555000000000011 0.10113500000000002 0.15927500000000003 -0.088354999999999989 0.085285000000000014 -0.008734999999999998 -0.094924999999999995 -0.13870499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -3
right_child=-2 9 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00038748649950938002 -0.00046129437579604836 0.00048270130697111957 0.00031006099992416264 -0.00043014287216496167 0.0003840508037857794 0.00023138148748531911 -0.00044087026859123888 0.00056675522380190187 -0.000323963672245971 0.00023140809881426244
leaf_weight=0.0014723574322324197 0.0010556196623561264 0.0010029393324332047 0.0011282427712533153 0.0012793470255627682 0.0010270247677411342 0.0012261404217647133 0.0010738940102884651 0.0011162948614842159 0.0010255564805142301 0.0010323169016426808
leaf_count=467 161 132 251 335 209 149 918 272 593 423
internal_value=0 4.01543e-05 -2.84404e-05 -7.48983e-05 -9.42303e-06 -7.77509e-05 2.49176e-05 0.000173435 -2.15557e-05 0.000355241
internal_weight=0 0.0113841 0.00934886 0.00822061 0.00694127 0.00591424 0.00444189 0.00336799 0.0022517 0.00203526
internal_count=3910 3749 3194 2943 2608 2399 1932 1014 742 555
is_linear=0
shrinkage=0.00196078


Tree=6296
num_leaves=9
num_cat=0
split_feature=11 0 49 48 2 49 0 52
split_gain=1.37976e-05 2.51985e-05 3.92848e-05 4.9529e-05 3.85088e-05 6.49727e-05 1.51228e-05 1.0956e-05
threshold=0.077330000000000024 -0.017269999999999997 -0.00064499999999999985 0.085425000000000015 0.081110000000000015 1.0000000180025095e-35 -0.097664999999999988 0.0074400000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 -4 -6
right_child=-2 -3 4 -5 5 -7 -8 -9
leaf_value=-0.027265980041228346 -0.011070513413669191 0.01113722716998459 0.001714503315079551 0.0002826463918178631 0.028942670073660956 -0.0068489805578197185 -0.01529686133495449 0.01415344911583191
leaf_weight=0.0011268397265694486 0.001029261065124981 0.0019998781632572992 0.0010022960195273103 0.0015507490458245949 0.0010020321294925247 0.0013474014183951035 0.0010918542061427599 0.0010016133499309737
leaf_count=420 279 325 87 278 366 733 626 796
internal_value=0 0.00108202 -0.00139363 -0.011311 0.00348306 0.010131 -0.00715493 0.0215496
internal_weight=0 0.0101227 0.00812279 0.00267759 0.0054452 0.00335105 0.00209415 0.00200365
internal_count=3910 3631 3306 698 2608 1895 713 1162
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=9
num_cat=0
split_feature=1 151 15 15 52 2 2 1
split_gain=1.53652e-05 2.69544e-05 6.62954e-05 3.49497e-05 4.70134e-05 5.47731e-05 6.02796e-05 8.31795e-05
threshold=0.12730000000000002 0.054740000000000004 0.088615000000000013 -0.11739999999999999 -0.088354999999999989 0.096750000000000017 0.087995000000000004 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.013323409534775689 0.010500588856635105 0.014063988173163726 -0.026777706744443283 -0.014022514418002875 -0.013911346969264982 -0.0065878487814207132 0.033932891931573721 0.025557001065878798
leaf_weight=0.0015655273578333148 0.0012309786737961228 0.0010182598367670477 0.001044580930338942 0.0012442322387138747 0.0010897039440549844 0.0017506085896640271 0.0011365465059867113 0.0010470359567086311
leaf_count=374 345 169 817 611 743 348 286 217
internal_value=0 -0.0013462 -0.00311362 4.18691e-05 0.00337998 0.00768993 0.0153259 0.00542876
internal_weight=0 0.0098965 0.00887824 0.00783365 0.00626813 0.00502389 0.00327329 0.00213674
internal_count=3910 3565 3396 2579 2205 1594 1246 960
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=10
num_cat=0
split_feature=48 48 2 2 4 52 1 3 15
split_gain=6.37917e-05 0.000109857 4.73296e-05 7.07367e-05 8.63137e-05 5.28196e-05 5.95275e-05 7.56633e-05 9.1384e-05
threshold=0.11930500000000001 0.095825000000000007 0.11260500000000001 0.10393500000000001 0.15927500000000003 0.071660000000000015 0.079355000000000023 -0.015794999999999997 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00061790160848414536 -0.00046139869480020231 0.00065688640167120007 0.000283818475694063 -0.00054541489668698381 0.00046572229236633558 0.00016815701870853808 0.00030624249851066772 5.910909408456391e-05 -0.00072653212744401194
leaf_weight=0.0010759406847787199 0.0010537216729732445 0.0010204341951131754 0.0016914966413301051 0.0010757454030065816 0.0012384619083854742 0.0019893529418711382 0.001209438256046115 0.0012458634619147979 0.0010480766154372621
leaf_count=737 161 239 504 264 221 977 575 56 176
internal_value=0 4.24931e-05 -1.67963e-05 -7.404e-05 -9.0892e-06 -9.86105e-05 -0.0002145 -9.06091e-05 -0.000299842
internal_weight=0 0.0115948 0.0105744 0.00888288 0.00780713 0.00656867 0.00457932 0.00350338 0.00229394
internal_count=3910 3749 3510 3006 2742 2521 1544 807 232
is_linear=0
shrinkage=0.00196078


Tree=6299
num_leaves=8
num_cat=0
split_feature=2 52 4 0 13 2 52
split_gain=1.45696e-05 3.95084e-05 6.10798e-05 4.24645e-05 7.1351e-05 4.28964e-05 3.77899e-05
threshold=0.10946500000000002 0.090300000000000005 0.15927500000000003 -0.084304999999999977 -0.0030249999999999995 0.087005000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -2
right_child=6 -3 -4 4 -6 -7 -8
leaf_value=-0.0016217241373194088 -0.0020300938656076851 -0.015266795009107182 0.02203762591661549 0.020855236417679779 -0.012279268362356701 -0.028233833256661536 0.021722896788156559
leaf_weight=0.0014781533188951267 0.002003026337496462 0.0018077118181019638 0.0011778456747700231 0.0014196914674010968 0.0011985423554961476 0.0010262242255174208 0.0010062808141330214
leaf_count=590 517 745 224 699 426 459 250
internal_value=0 -0.00223499 0.00150407 -0.00321723 0.00568734 -0.0125266 0.00591266
internal_weight=0 0.00810817 0.00630046 0.00512261 0.00261823 0.00250438 0.00300931
internal_count=3910 3143 2398 2174 1125 1049 767
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=9
num_cat=0
split_feature=159 15 16 2 43 4 49 1
split_gain=1.42467e-05 2.78028e-05 4.39961e-05 4.44306e-05 6.85751e-05 4.80975e-05 7.29822e-05 0.000133377
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.106285 0.0033500000000000005 -0.08422499999999998 -1.0000000180025095e-35 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8
right_child=1 2 3 -5 -6 6 7 -9
leaf_value=-0.011182310752459177 0.016274470835476052 -0.018747892407018695 -0.015628465949485602 0.016997034620542441 -0.0254030623223255 -0.0093912912090487258 0.038019925203473741 -0.0081378826845204949
leaf_weight=0.001037626657051008 0.0010811365879963364 0.0011740136540601236 0.001104739478590069 0.0015789549531538905 0.0010265742580984547 0.0015290658754474377 0.0014600009036581109 0.0010959483360897058
leaf_count=633 408 261 501 450 408 403 682 164
internal_value=0 0.00112525 -0.000700804 0.00201719 -0.00178771 0.00288359 0.00788994 0.0182282
internal_weight=0 0.0100504 0.0089693 0.00779528 0.00621633 0.00518975 0.00408502 0.00255595
internal_count=3910 3277 2869 2608 2158 1750 1249 846
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=11
num_cat=0
split_feature=48 16 15 2 15 48 133 12 3 0
split_gain=8.03931e-05 7.99672e-05 6.55859e-05 8.11009e-05 6.24738e-05 5.45108e-05 5.94039e-05 6.32969e-05 0.000115594 3.94139e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.11290500000000002 -0.10071499999999999 0.087770000000000015 -0.085714999999999986 0.085845000000000019 -0.015794999999999997 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -8 -9
right_child=-2 2 3 -5 5 -7 7 9 -10 -11
leaf_value=0.00047514869454728259 -0.00051848367028472131 -0.00046762121436034836 0.00039821139994927871 0.00055481058405159104 0.00024948685755333671 0.00029256135404721472 0.00045213478435829953 -0.00027132629690753714 -0.00042306419399623549 -0.00078752577910294456
leaf_weight=0.0014035239912273253 0.001098818474324627 0.0011386888626891941 0.0011013246281466847 0.0010116735582295254 0.0010045262949672003 0.0011075377924013004 0.0010073323919271146 0.0012359530364860869 0.0013683392854521629 0.0010533598695552267
leaf_count=298 161 388 104 297 394 206 497 1202 221 142
internal_value=0 3.67866e-05 -2.45623e-05 3.21872e-05 -3.49236e-05 -0.000105311 -0.000183036 -0.000276172 -5.19623e-05 -0.00050884
internal_weight=0 0.0114323 0.0100287 0.00889005 0.00787837 0.00677705 0.00566951 0.00466498 0.00237567 0.00228931
internal_count=3910 3749 3451 3063 2766 2662 2456 2062 718 1344
is_linear=0
shrinkage=0.00196078


Tree=6302
num_leaves=10
num_cat=0
split_feature=0 1 160 4 49 2 16 4 12
split_gain=1.47883e-05 3.44862e-05 4.57689e-05 4.83056e-05 6.14762e-05 7.35587e-05 2.70196e-05 2.435e-05 2.12956e-05
threshold=-0.060094999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0025899999999999994 -0.047309999999999998 0.10433000000000002 0.15737500000000001 -0.0070149999999999995 0.092720000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 -5 -6 -2 -1 -8
right_child=6 2 3 4 5 -7 8 -9 -10
leaf_value=-0.024654756765400021 0.01778993527204107 -0.013596310819927602 0.025832469541135186 0.020799365969962319 -0.025404322720908708 0.010401016851654935 -0.011502137606640477 -0.0026269725910241576 0.0090181619316350766
leaf_weight=0.0010066463270380194 0.0011718685097732644 0.0014946484594341855 0.0010116086766104719 0.0010627255483168369 0.0011999608793837584 0.0010995094735959218 0.0010164541810707417 0.0010006954952246666 0.0010065352082831085
leaf_count=1211 363 428 508 120 193 167 172 577 171
internal_value=0 -0.00235925 0.00151087 0.00667341 0.000908882 -0.00828372 0.00570704 -0.0136735 -0.00129229
internal_weight=0 0.00787579 0.00586845 0.0043738 0.0033622 0.00229947 0.00319486 0.00200734 0.00202299
internal_count=3910 3204 1416 988 480 360 706 1788 343
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=10
num_cat=0
split_feature=133 50 160 52 15 2 16 2 4
split_gain=7.26939e-05 6.04676e-05 7.23308e-05 7.85214e-05 4.46791e-05 8.98182e-05 7.71572e-05 6.61248e-05 9.64706e-06
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00043242441149294312 -0.00051554056774535343 -0.00040439903303414243 -0.00041484449429628743 0.00050286242341572725 0.00043744964885162181 -0.00036807587723794747 0.00027895606961750584 -0.0004682311367346253 7.0624968358863617e-06
leaf_weight=0.0010037849699694465 0.0010136846972929924 0.0011082772722706196 0.0010391945048758002 0.0017697178607721858 0.0019188497911245598 0.00193947802474345 0.001000508604942439 0.0010315575252941461 0.0010063661372807931
leaf_count=294 557 567 232 444 285 602 423 444 62
internal_value=0 3.15981e-05 7.67177e-05 0.000129542 4.59189e-05 -1.03348e-05 0.000129627 -6.47709e-05 0.000142612
internal_weight=0 0.0118177 0.0107095 0.00967026 0.00790055 0.00689676 0.00495728 0.00303843 0.00200687
internal_count=3910 3353 2786 2554 2110 1816 1214 929 485
is_linear=0
shrinkage=0.00196078


Tree=6304
num_leaves=11
num_cat=0
split_feature=484 43 16 13 1 42 3 0 151 4
split_gain=0.000123386 5.05379e-05 5.12288e-05 0.000126868 4.80935e-05 7.23459e-05 5.04231e-05 4.31644e-05 3.95027e-05 7.81553e-05
threshold=-1.0000000180025095e-35 -0.074254999999999988 0.22945500000000005 0.025140000000000006 0.11849500000000002 0.08221500000000001 -0.089604999999999976 -0.10071499999999999 -0.0080899999999999982 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 -8 -10
right_child=1 4 -4 -5 -6 -7 7 -9 9 -11
leaf_value=-0.00065797940492401169 0.00037595973967245088 0.00037075820307539092 0.00056324856623441799 -0.00047611446853655453 0.00032579935687005466 -0.00058571788974105148 -0.00030815903522324063 -0.00040169268147628999 -0.00020388942182914048 0.00052397904157657968
leaf_weight=0.0010374689113870012 0.0019558182413873973 0.0010280121222765223 0.0011990227226741932 0.0010233429009444584 0.0011439256807951621 0.0010357808364087747 0.0010179214369498424 0.0013682859435930807 0.0011447034160014481 0.0011241588450777752
leaf_count=627 748 294 202 262 275 688 93 530 102 89
internal_value=0 4.67502e-05 0.000221012 8.32719e-05 -4.58502e-05 -0.000109126 -2.22635e-05 -0.000109057 1.27666e-05 0.000156749
internal_weight=0 0.012041 0.00417818 0.00297916 0.00786279 0.00671886 0.00568308 0.00465507 0.00328678 0.00226886
internal_count=3910 3283 1212 1010 2071 1796 1108 814 284 191
is_linear=0
shrinkage=0.00196078


Tree=6305
num_leaves=8
num_cat=0
split_feature=50 160 42 49 1 1 52
split_gain=1.41844e-05 3.34561e-05 2.71769e-05 4.03173e-05 9.37313e-05 4.65736e-05 6.05558e-05
threshold=0.086465000000000014 -0.085744999999999988 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 0.091845000000000024 0.048490000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.018429395511291368 -0.01067439207571368 -0.013233719376762621 0.014149809089281117 -0.01624021807073903 -0.024394049800015895 0.022214167379501715 0.012319191088614838
leaf_weight=0.0010079341466070974 0.0011281901408546876 0.0014670434405944085 0.0019195383290601508 0.0014409992278303677 0.0014629326901110058 0.0011445821214850658 0.0015314881224687833
leaf_count=483 715 824 344 606 326 266 346
internal_value=0 0.00115554 -0.000786219 0.00164873 -0.00265168 0.00507412 -0.00152581
internal_weight=0 0.00997452 0.00896658 0.00749954 0.00558 0.00411707 0.00297249
internal_count=3910 3195 2712 1888 1544 1218 952
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=10
num_cat=0
split_feature=48 48 13 13 16 16 12 16 12
split_gain=7.97004e-05 6.52067e-05 3.65611e-05 7.86626e-05 4.50554e-05 8.11767e-05 6.73084e-05 5.17183e-05 3.70931e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -4 -6 -1
right_child=-2 -3 4 -5 7 -7 -8 -9 -10
leaf_value=-0.00015567618284744817 -0.00052313953825033747 0.00047423904592902344 -0.00012141848796500072 -0.00046225104439809875 0.00059071436370103413 -0.00048779421530819515 0.00050480862962307073 5.4312805732680568e-06 0.00035419203836671614
leaf_weight=0.0011249102761044412 0.0010444166568362142 0.0012043957687941182 0.0015864096878478503 0.0017735271011945402 0.0011758040772361488 0.0011224374384111138 0.0011298524490190127 0.0011464080104254854 0.0010707329128696709
leaf_count=302 161 287 272 1634 244 278 353 283 96
internal_value=0 4.29214e-05 -8.35919e-06 -0.000155118 8.61905e-05 -4.42282e-05 0.000139066 0.000301777 9.29674e-05
internal_weight=0 0.0113345 0.0101301 0.00396917 0.00616091 0.0038387 0.00271626 0.00232221 0.00219564
internal_count=3910 3749 3462 2032 1430 903 625 527 398
is_linear=0
shrinkage=0.00196078


Tree=6307
num_leaves=9
num_cat=0
split_feature=133 40 48 457 43 0 3 13
split_gain=1.50464e-05 4.30315e-05 6.26894e-05 4.88029e-05 5.58043e-05 3.94646e-05 0.000124105 5.07339e-05
threshold=-0.085714999999999986 -0.012844999999999997 0.11028500000000001 0.082870000000000013 -0.17307499999999998 -0.099864999999999995 0.090325000000000003 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7
right_child=1 2 -4 -5 5 7 -8 -9
leaf_value=0.010015810228633085 0.016146004844761318 0.015814859105446496 -0.026394248630138561 0.017345567739533666 0.019769714519021951 -0.0026410050672591116 -0.02496279757454271 -0.030763403876906483
leaf_weight=0.0013107285861808536 0.0012238423724705372 0.0011315591710216568 0.0010823772218163507 0.0012548039579588751 0.0014148822016086483 0.0012184973147189256 0.0011042805659989734 0.0013546915041205416
leaf_count=604 368 182 146 215 223 1013 130 1029
internal_value=0 -0.00139344 -0.00390077 -0.000645346 -0.0042725 -0.00873606 0.000161119 -0.0174464
internal_weight=0 0.00978493 0.00856109 0.00747871 0.00622391 0.00509235 0.00251916 0.00257319
internal_count=3910 3306 2938 2792 2577 2395 353 2042
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 43 0 4 0
split_gain=5.96292e-05 7.18579e-05 4.22773e-05 7.68369e-05 3.51951e-05 4.22329e-05 0.000161859 6.79748e-05 5.5519e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0037249999999999996 -0.077944999999999987 -0.078484999999999985 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9
right_child=-2 -3 -4 -5 -6 7 -8 8 -10
leaf_value=-0.00069137863826178097 -0.00045915917366779575 0.00049428771242463398 -0.00035942734237792202 0.00046507376963932312 -0.00034784037834381025 -0.00024940763743323173 0.00024755051256366027 8.9033877385996209e-06 0.00062581562595216114
leaf_weight=0.0012478451697855626 0.0010123462630265189 0.0011851855482500296 0.0012133117632600584 0.0013304839966826335 0.0012417276991028266 0.0010458089981992447 0.0016252596004855048 0.0010011907359808866 0.0012752424317453738
leaf_count=1202 161 287 395 425 310 278 399 150 303
internal_value=0 3.78221e-05 -1.63812e-05 3.10917e-05 -4.65472e-05 1.38407e-05 -0.000160245 0.000164391 0.000354493
internal_weight=0 0.0111661 0.00998087 0.00876756 0.00743707 0.00619535 0.0028731 0.00332224 0.00227643
internal_count=3910 3749 3462 3067 2642 2332 1601 731 453
is_linear=0
shrinkage=0.00196078


Tree=6309
num_leaves=9
num_cat=0
split_feature=1 484 12 15 3 43 16 47
split_gain=1.63041e-05 2.79018e-05 3.96446e-05 4.69097e-05 6.26476e-05 8.68637e-05 9.46533e-05 2.88303e-05
threshold=0.12730000000000002 0.084225000000000008 0.10129000000000001 -0.095799999999999982 0.096385000000000012 -0.083899999999999988 -0.083144999999999983 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.0024101731730719498 0.010785163241677666 0.013042197946910777 -0.020624113601263441 0.019676254421974477 0.0268016492656383 0.0036132039153941482 -0.034008125915663878 -0.024944596268215834
leaf_weight=0.0012498081710089425 0.001234852273043212 0.0011768637115134187 0.0011540068059624825 0.0013814094944835853 0.0010161942874081786 0.0017298228762129418 0.0010902497274223725 0.0010403434790205563
leaf_count=307 345 414 412 519 158 596 1007 152
internal_value=0 -0.00140518 -0.00336812 -0.000715747 0.00452107 -0.000867832 -0.0109313 -0.0126468
internal_weight=0 0.0098387 0.00866183 0.00750783 0.00521768 0.00420148 0.00282007 0.00229015
internal_count=3910 3565 3151 2739 2280 2122 1603 459
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 0 43 13 4
split_gain=5.87547e-05 0.000105368 5.3647e-05 7.86193e-05 5.758e-05 4.57821e-05 0.000122734 6.93561e-05 4.58691e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11198000000000001 0.18622000000000002 -0.10071499999999999 -0.083094999999999988 -0.09547499999999999 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 -1
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-7.0757470085038211e-05 -0.00045160324915176678 0.00063929951151402262 -0.00044218068645567044 0.00038446214458382258 -0.00049847356080794407 0.00032647205021105164 1.0754437826159812e-05 -0.00060905469034090482 0.00049022962325477354
leaf_weight=0.0010534009604880146 0.0010586029194103669 0.001000308874366561 0.0010724748631911482 0.001840456909594646 0.0010284490737568304 0.0015633755846114462 0.0011724264275612961 0.0017013695411422949 0.0011972705200404012
leaf_count=170 161 239 364 428 188 633 97 1505 125
internal_value=0 3.09026e-05 -2.63533e-05 2.03116e-05 -6.6544e-05 -1.2237e-07 -0.000115664 -0.00035619 0.000227666
internal_weight=0 0.0116295 0.0106292 0.00955675 0.00771629 0.00668784 0.00443717 0.0028738 0.00225067
internal_count=3910 3749 3510 3146 2718 2530 2235 1602 295
is_linear=0
shrinkage=0.00196078


Tree=6311
num_leaves=10
num_cat=0
split_feature=48 16 15 2 47 48 133 52 12
split_gain=7.45022e-05 8.13641e-05 6.46464e-05 6.80704e-05 7.28976e-05 4.61655e-05 5.96777e-05 7.12941e-05 1.96216e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.106285 0.09550500000000002 0.082705000000000015 0.084285000000000013 0.0033900000000000002 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00049273526118723461 -0.00050664322324970191 -0.0004654330995305745 -0.00014489621262886316 0.00043437296347846317 0.00042469720122452779 0.00014874606288115851 -0.00064230361234733982 0.00023574869381352422 -0.0005320451577517087
leaf_weight=0.0013700544462878573 0.0010273053781538954 0.0010992842740021594 0.0010038549122170601 0.0014054641845981011 0.0011158375972935546 0.0017640152097615778 0.0010206485424124473 0.0014114939661440265 0.0010094101595092212
leaf_count=298 161 388 160 460 184 290 776 658 535
internal_value=0 4.50797e-05 -1.73122e-05 3.91106e-05 -3.67265e-05 -0.000119645 -0.000226147 -0.000102124 -0.000339005
internal_weight=0 0.0112001 0.00983001 0.00873072 0.00732526 0.00620942 0.00444541 0.00342476 0.00201327
internal_count=3910 3749 3451 3063 2603 2419 2129 1353 695
is_linear=0
shrinkage=0.00196078


Tree=6312
num_leaves=9
num_cat=0
split_feature=133 484 42 133 160 15 13 3
split_gain=5.87745e-05 5.93339e-05 9.35748e-05 8.39657e-05 8.0404e-05 8.95478e-05 8.22154e-05 8.51751e-05
threshold=0.10599500000000002 0.087420000000000012 -0.090359999999999982 0.083815000000000014 0.041025000000000006 -0.10469999999999999 -0.071149999999999977 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00048003883403940754 -0.00046249448775159387 -0.00041976321294373364 -0.00021312679355290552 0.00062291629082292189 -0.00031369731536335743 -3.9240749780607742e-05 0.00078755386351434637 0.00015031379179958077
leaf_weight=0.00107039459623546 0.0010216232197254775 0.0010403498895538267 0.0018293652201246445 0.0011723169433534549 0.0017345045365697361 0.0018277696935083861 0.0016770526780072804 0.0015533950285864528
leaf_count=363 557 341 342 543 279 660 618 207
internal_value=0 2.75738e-05 7.04082e-05 0.000130565 6.36211e-05 0.000158641 0.000293096 0.00048113
internal_weight=0 0.0119051 0.0108648 0.0097944 0.00862209 0.00688758 0.00505822 0.00323045
internal_count=3910 3353 3012 2649 2106 1827 1485 825
is_linear=0
shrinkage=0.00196078


Tree=6313
num_leaves=10
num_cat=0
split_feature=457 16 15 15 16 2 43 52 16
split_gain=4.71376e-05 0.000107518 4.41541e-05 8.27588e-05 3.51899e-05 6.38354e-05 3.74524e-05 5.4265e-05 3.29445e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 -0.010344999999999998 0.09142500000000002 -0.08799499999999999 -0.087604999999999988 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 -6 -8 -5
right_child=1 2 3 4 6 -7 7 -9 -10
leaf_value=-0.00040736422306615166 0.00052216976728233094 -0.00041147485628396235 0.00050677422664965313 0.00019935096958435125 0.00030164678513169417 -0.00057551509168194271 -0.00036271379864506498 0.0001736359008492543 -0.00027411337565947665
leaf_weight=0.0010227481612897086 0.0014970096530602392 0.0011013431324530193 0.0011060979787095677 0.0012250211036833195 0.0015044679556362895 0.0012165536631411449 0.0013729185218901115 0.0015373430360066935 0.0010487460372620334
leaf_count=320 311 367 123 315 267 441 479 410 877
internal_value=0 3.17351e-05 -4.08668e-05 4.42898e-06 -6.58607e-05 -0.000212992 5.04627e-05 -7.93876e-05 -1.90284e-05
internal_weight=0 0.0116095 0.0101125 0.00901115 0.00790505 0.00349032 0.00441473 0.00291026 0.00227377
internal_count=3910 3590 3279 2912 2789 1633 1156 889 1192
is_linear=0
shrinkage=0.00196078


Tree=6314
num_leaves=8
num_cat=0
split_feature=4 43 16 12 52 1 0
split_gain=1.82588e-05 1.91198e-05 3.21346e-05 4.4013e-05 6.01464e-05 4.92477e-05 4.67246e-05
threshold=0.27020000000000005 0.12512500000000001 -0.19424999999999998 0.093375000000000014 0.071660000000000015 0.095575000000000007 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.016852256277061477 0.0098155266395230853 0.01074172020799611 0.0031062333013164461 -0.01898708355962532 0.018124114809568988 0.011801201067288875 -0.023133507267011421
leaf_weight=0.0014548937446113887 0.0016018734595624933 0.0010901069730451752 0.0012201565573653995 0.0010893607499690922 0.0018010153717567473 0.0013558140023921051 0.001529023115787613
leaf_count=187 472 277 121 765 750 310 1028
internal_value=0 -0.00172236 -0.00333026 -0.000517959 0.00288866 -0.0037957 -0.0114876
internal_weight=0 0.00954037 0.00845026 0.00699537 0.00590601 0.00410499 0.00274918
internal_count=3910 3438 3161 2974 2209 1459 1149
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=10
num_cat=0
split_feature=48 48 49 42 403 4 12 4 16
split_gain=6.31597e-05 0.000112779 3.91997e-05 5.49966e-05 7.22538e-05 8.56058e-05 7.29757e-05 5.62587e-05 5.67858e-05
threshold=0.11930500000000001 0.095825000000000007 -0.085974999999999982 0.088915000000000008 0.03138500000000001 -0.065054999999999988 0.085845000000000019 0.080255000000000007 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -7
right_child=-2 -3 3 -5 -6 7 -8 -9 -10
leaf_value=-0.00039185800931334575 -0.00046321567179615376 0.00065465676121831396 2.6291297984462788e-05 -0.00029067740189776603 0.00053877968205808587 -1.3420141526005001e-05 -0.00068995212314548672 -0.00011257596628688639 0.00057655627464478802
leaf_weight=0.0010238332471581681 0.0010781914560679404 0.0010227584005626606 0.0011648413044287025 0.0018593687660863221 0.0011481499495138939 0.0010325416688160369 0.0010309649161890548 0.001701494423708717 0.0015979147131852302
leaf_count=187 161 239 335 983 298 301 523 342 541
internal_value=0 3.29545e-05 -2.72638e-05 1.18838e-05 8.51746e-05 5.39117e-06 -0.000309996 0.000165257 0.000344971
internal_weight=0 0.0115819 0.0105591 0.00953528 0.00767591 0.00652776 0.00219581 0.00433195 0.00263046
internal_count=3910 3749 3510 3323 2340 2042 858 1184 842
is_linear=0
shrinkage=0.00196078


Tree=6316
num_leaves=10
num_cat=0
split_feature=1375 16 15 15 16 42 43 13 4
split_gain=1.57116e-05 3.95638e-05 6.07232e-05 9.08138e-05 5.66006e-05 3.40362e-05 4.07583e-05 5.6092e-05 4.0498e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.14097499999999996 -0.094924999999999995 -0.091624999999999984 -0.086109999999999978 -0.083899999999999988 -0.09547499999999999 -0.05171499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9
right_child=1 2 3 4 5 6 7 8 -10
leaf_value=-0.011941963908895563 0.016461863964006219 -0.024520579601396461 0.027874167162648258 -0.024342624053254564 0.017146540733271629 0.014098967735688875 0.0085604726309664089 -0.031374536511894632 -0.0036249455309003663
leaf_weight=0.0010126630483756069 0.001441973241999934 0.0010064589033619642 0.0011233084275992112 0.0010362988746105625 0.0010693890855679221 0.0010885577403591641 0.0012566720713595796 0.0011019838589564296 0.0010060650039147676
leaf_count=180 322 384 222 372 396 400 140 914 580
internal_value=0 0.00112175 -0.00142408 0.0016018 -0.00289769 0.00112634 -0.00272067 -0.00816218 -0.0181311
internal_weight=0 0.0101307 0.00868873 0.00768228 0.00655897 0.00552267 0.00445328 0.00336472 0.00210805
internal_count=3910 3730 3408 3024 2802 2430 2034 1634 1494
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=9
num_cat=0
split_feature=15 16 52 4 0 0 48 4
split_gain=1.59275e-05 3.42702e-05 3.64057e-05 3.61831e-05 4.57504e-05 4.88378e-05 6.57365e-05 6.04432e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.11110500000000002 -0.34687499999999999 -0.06402999999999999 -0.10575999999999998 0.084905000000000022 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7
right_child=1 2 -4 4 -6 7 -8 -9
leaf_value=0.010015703694122129 -0.016926367985414203 -0.017606720258341049 0.017468875203495902 0.022637143141990619 0.018122412166964669 0.0044877278349274557 -0.0098947985687012248 -0.027687747029286464
leaf_weight=0.0013745903945334781 0.0012521277557001791 0.0012069034317619583 0.0011345085455468336 0.001266317252541194 0.0012836721443808714 0.0010504736052105487 0.0012191213343949892 0.0013143500689548877
leaf_count=459 284 245 489 181 276 837 137 1002
internal_value=0 -0.00148405 0.00079736 -0.00177918 0.00133502 -0.00310794 0.00668005 -0.0133951
internal_weight=0 0.00972747 0.00847535 0.00734084 0.00613393 0.00485026 0.00248544 0.00236482
internal_count=3910 3451 3167 2678 2433 2157 318 1839
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 16 2
split_gain=1.48585e-05 2.94479e-05 4.24761e-05 8.41908e-05 3.29586e-05 4.70908e-05 5.24973e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.14867499999999997 0.082705000000000015 -0.0063699999999999989 0.15737500000000001 0.087995000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.011499405933666284 0.016649595551587834 -0.013987245523134413 -0.013573783526746909 0.026941345055039506 -0.0043558350936605409 -0.012785485959497795 0.023245757056703995
leaf_weight=0.0010289826114261358 0.0010884054548100331 0.00191217826909559 0.0017604943934937476 0.001200241246672183 0.0013061607337186685 0.0013144144524374138 0.0014585507620848673
leaf_count=633 408 229 755 462 789 191 443
internal_value=0 0.001118 -0.00077036 0.00281963 -0.0021382 0.00279723 0.0102057
internal_weight=0 0.0100404 0.00895204 0.00703986 0.00583962 0.00407913 0.00276471
internal_count=3910 3277 2869 2640 2178 1423 1232
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 133 160 0 4
split_gain=5.49239e-05 7.96149e-05 4.54064e-05 5.72395e-05 3.72042e-05 4.40239e-05 6.25043e-05 4.83293e-05 8.02956e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11260500000000001 0.10113500000000002 -0.0056849999999999991 -1.0000000180025095e-35 -0.06402999999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00030697176597224663 -0.00044637491898672209 0.00050871423365294894 -0.00038614941924705029 0.00039616956290311012 -0.0003573172087837402 -0.00029375276226719342 -0.00029734755015633721 0.00052541760813379996 0.00043016849183182378
leaf_weight=0.0012896629425906336 0.0010287502683958396 0.0011798202382420709 0.0012091516296750477 0.0013154675836572977 0.0012418871756095379 0.0011700643355072597 0.0011977511538529351 0.0013282279313065752 0.0011368980907753966
leaf_count=729 161 287 395 425 310 606 706 166 125
internal_value=0 2.72712e-05 -3.01674e-05 1.94223e-05 -4.78735e-05 1.4893e-05 0.000100782 0.000226812 5.69291e-05
internal_weight=0 0.0110689 0.00988911 0.00867996 0.00736449 0.0061226 0.00483294 0.00366288 0.00233465
internal_count=3910 3749 3462 3067 2642 2332 1603 997 831
is_linear=0
shrinkage=0.00196078


Tree=6320
num_leaves=10
num_cat=0
split_feature=48 48 51 1 4 0 43 4 12
split_gain=6.67364e-05 7.29156e-05 4.68954e-05 6.27017e-05 5.95243e-05 6.20195e-05 0.000106194 7.11404e-05 6.93544e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11198000000000001 0.18622000000000002 -0.10071499999999999 -0.083094999999999988 -0.00027999999999999998 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -8
right_child=-2 -3 -4 -5 -6 6 8 -9 -10
leaf_value=-9.8622240649380244e-05 -0.00048394974454062242 0.00053635346821623753 -0.00040772872479185788 0.00035124510538874621 -0.00048989908116373819 0.0002884381634112334 -0.00071190152544951444 0.00060243100053018381 -9.1964538466685387e-05
leaf_weight=0.0010229010173438253 0.00105441168954173 0.0010038768899979572 0.0010603116733081145 0.0018492458015538504 0.001028392107970383 0.0016014606435050382 0.0011601844987228446 0.0012205574882146624 0.0017259492418594522
leaf_count=170 161 239 364 428 188 633 744 125 858
internal_value=0 3.11426e-05 -1.63942e-05 2.67893e-05 -5.05356e-05 1.65918e-05 -0.000116486 0.000282787 -0.00034117
internal_weight=0 0.0116729 0.010669 0.00960869 0.00775944 0.00673105 0.00448759 0.00224346 0.00288613
internal_count=3910 3749 3510 3146 2718 2530 2235 295 1602
is_linear=0
shrinkage=0.00196078


Tree=6321
num_leaves=10
num_cat=0
split_feature=48 48 4 49 42 160 16 13 4
split_gain=7.20161e-05 0.00012246 6.53892e-05 4.73146e-05 8.51029e-05 8.19116e-05 7.0165e-05 9.61744e-05 6.25411e-05
threshold=0.11930500000000001 0.095825000000000007 0.28937500000000005 -0.084114999999999981 0.088915000000000008 -0.026849999999999995 0.15737500000000001 -0.083514999999999992 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00045755049115094802 -0.00049116847488427074 0.00068054478938252391 0.00044675229583731772 0.00046926806735388333 -0.00040938245224588881 0.00060232549200456384 -0.0004548923652562303 -0.00034097846686106188 0.00022987226962067818
leaf_weight=0.0010997019058819153 0.0010813370919191328 0.0010383132786331061 0.0010224814133089266 0.0015548650552509773 0.0017633789226783212 0.0010190102804369322 0.0012208990783134791 0.0017100367828137017 0.0012979097586790977
leaf_count=205 161 239 366 547 862 339 270 777 144
internal_value=0 3.76634e-05 -2.47893e-05 -7.46706e-05 -2.55171e-05 7.39872e-05 -4.31289e-05 8.17102e-05 -9.466e-05
internal_weight=0 0.0117266 0.0106883 0.0096658 0.0085661 0.00680272 0.00524786 0.00402696 0.00300795
internal_count=3910 3749 3510 3144 2939 2077 1530 1260 921
is_linear=0
shrinkage=0.00196078


Tree=6322
num_leaves=10
num_cat=0
split_feature=48 48 13 13 16 16 16 12 12
split_gain=6.20926e-05 6.41376e-05 3.79396e-05 8.05589e-05 5.24972e-05 7.0912e-05 6.73655e-05 6.24788e-05 3.60498e-05
threshold=0.11930500000000001 0.092755000000000018 -0.014114999999999997 -0.094679999999999986 -0.008069999999999999 -0.078844999999999985 0.15737500000000001 0.086865000000000012 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -6 -4 -1
right_child=-2 -3 4 -5 6 -7 -8 -9 -10
leaf_value=-0.00016357683391178269 -0.00047328522163548052 0.00046175940510857988 -0.00014603223219842652 -0.00048370445709627078 0.00064563714396559402 -0.00047981538093944332 -2.9816109741439234e-05 0.00046726219489469655 0.00034316251418450914
leaf_weight=0.0011129821501738046 0.0010268265601060715 0.0011853581976926349 0.001528452856941583 0.0017509473921771784 0.0011497698275498291 0.0011159692712264789 0.0011213230765608853 0.0010969999467986705 0.0010479783916119657
leaf_count=302 161 287 272 1634 244 278 283 353 96
internal_value=0 3.06759e-05 -2.08121e-05 -0.000171111 7.69769e-05 -6.57707e-05 0.000312141 0.000110222 8.21712e-05
internal_weight=0 0.0111098 0.00992442 0.00391191 0.00601251 0.00374142 0.00227109 0.00262545 0.00216096
internal_count=3910 3749 3462 2032 1430 903 527 625 398
is_linear=0
shrinkage=0.00196078


Tree=6323
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 0 43 12
split_gain=6.09667e-05 7.87853e-05 3.94138e-05 6.85041e-05 4.58391e-05 5.23917e-05 9.49265e-05 8.50993e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11198000000000001 0.17888000000000001 -0.10071499999999999 -0.083899999999999988 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=0.00027296554183407561 -0.00046315193446769531 0.00050999340186624019 -0.0003511642351228583 0.00036938586355768431 -0.00044554223088638889 0.0002962719756974455 -0.00075882592750202297 -5.0247168309117533e-05
leaf_weight=0.0018915089340699725 0.0010296863934183042 0.0012007228827731623 0.0012241352376954539 0.0017674600485975151 0.0010257532559250311 0.0013838509298099476 0.0010891021557536368 0.0016223338414343706
leaf_count=265 161 287 395 421 200 577 742 862
internal_value=0 3.54045e-05 -2.15568e-05 2.4398e-05 -6.25536e-05 3.06614e-06 -0.000121594 -0.000334862
internal_weight=0 0.0112049 0.0100041 0.00878001 0.00701255 0.0059868 0.00409529 0.00271144
internal_count=3910 3749 3462 3067 2646 2446 2181 1604
is_linear=0
shrinkage=0.00196078


Tree=6324
num_leaves=10
num_cat=0
split_feature=48 2 48 2 4 15 52 2 1
split_gain=5.40753e-05 6.49593e-05 3.90067e-05 5.01167e-05 4.56534e-05 5.10093e-05 6.26742e-05 6.5507e-05 1.73586e-05
threshold=0.11930500000000001 0.11260500000000001 0.091555000000000011 0.10113500000000002 0.15927500000000003 0.085285000000000014 0.0033900000000000002 0.085355000000000014 0.10915500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -3
right_child=-2 8 -4 -5 -6 -7 -8 -9 -10
leaf_value=8.7441830362657423e-05 -0.00044047765138785429 0.00015894186130856005 0.00029326949129676859 -0.00044388055570126469 0.00035315585522551537 -0.0004646008052872746 0.00035133887794678887 -0.00046169837317526448 0.00052007790708755045
leaf_weight=0.0019738516610399949 0.0010484401696592574 0.0010131905809044556 0.0011568793492093147 0.0013043542850704306 0.001043105512246254 0.0011392114997865509 0.0013703383362152757 0.0014477629664582372 0.0010339049826109503
leaf_count=367 161 257 251 335 209 989 518 525 298
internal_value=0 2.47131e-05 -4.39806e-05 -9.11089e-05 -2.51323e-05 -9.16613e-05 -3.00075e-06 -0.000144912 0.000341337
internal_weight=0 0.0114826 0.0094355 0.00827862 0.00697427 0.00593116 0.00479195 0.00342161 0.0020471
internal_count=3910 3749 3194 2943 2608 2399 1410 892 555
is_linear=0
shrinkage=0.00196078


Tree=6325
num_leaves=8
num_cat=0
split_feature=1 2 2 2 3 52 0
split_gain=1.59309e-05 4.12947e-05 6.02341e-05 2.93829e-05 3.15743e-05 6.40037e-05 6.35345e-05
threshold=0.076710000000000014 0.091525000000000009 0.10393500000000001 0.11462500000000002 -0.074234999999999982 -0.072349999999999984 -0.15137999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.018481159213315598 0.009711600207799688 0.017455538454836474 -0.013988827974889113 0.014494634987441721 -0.023879316033416007 0.019600553248746724 -0.012867143506825522
leaf_weight=0.0014705594851283769 0.0019081130382667586 0.001300207231562414 0.00114626203198691 0.0016308361681801548 0.0013123660636761209 0.0012202530857678764 0.0011909339011294895
leaf_count=1172 796 481 355 413 273 115 305
internal_value=0 -0.00523782 0.00272268 0.00267463 -0.000748243 -0.00610833 0.0035641
internal_weight=0 0.00391703 0.00244647 0.0072625 0.00563167 0.00372355 0.00241119
internal_count=3910 2008 836 1902 1489 693 420
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=8
num_cat=0
split_feature=11 0 49 48 47 15 4
split_gain=1.46592e-05 2.2616e-05 3.6265e-05 4.13902e-05 3.49819e-05 4.02548e-05 3.99506e-05
threshold=0.077330000000000024 -0.017269999999999997 -0.00064499999999999985 0.085425000000000015 0.087850000000000025 0.085285000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.025443777536123386 -0.0114425364498878 0.010603768965393646 0.03003744120234568 -0.00025225389598760895 -0.0074534931543534721 -0.0059243089710440426 0.0040313301681712543
leaf_weight=0.0011217631689760419 0.0010319131991685113 0.0019968765676361905 0.0011621134779051757 0.0015581436071081802 0.0019179166104079746 0.0011603722390887603 0.0012013659108680587
leaf_count=420 279 325 634 278 352 1021 601
internal_value=0 0.00106931 -0.00127492 -0.010797 0.00341441 0.00932945 0.0168184
internal_weight=0 0.0101186 0.00812168 0.00267991 0.00544177 0.00352385 0.00236348
internal_count=3910 3631 3306 698 2608 2256 1235
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=10
num_cat=0
split_feature=1 4 12 4 47 16 43 4 2
split_gain=1.67913e-05 3.28819e-05 3.22865e-05 6.11292e-05 6.45829e-05 7.27468e-05 1.84202e-05 1.67704e-05 6.99206e-06
threshold=0.085835000000000009 -0.082054999999999975 -1.0000000180025095e-35 -0.034289999999999994 0.096300000000000011 -0.09601999999999998 0.0016850000000000001 0.0021050000000000005 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 -1 -3 -7
right_child=2 7 3 4 -6 8 -8 -9 -10
leaf_value=-0.0044081812563398536 0.018142627530459837 -0.022419502433469692 -0.021050767229633116 0.032781711055765453 -0.015309561846071074 -0.0047331839382457244 0.013216533191080218 -0.0048131560621945124 0.0070813259704717683
leaf_weight=0.0013547429796522312 0.0011801632580282608 0.0010894508529802299 0.0011080392337142475 0.0011430743745339087 0.001120116982943258 0.0010030103672675887 0.0010546137423643603 0.0010746933688987716 0.0010006966233388958
leaf_count=534 443 1091 603 204 179 153 91 484 128
internal_value=0 -0.00472969 0.00316524 -0.000123316 0.00531118 0.0126513 0.00330644 -0.0136764 0.00116725
internal_weight=0 0.0045735 0.0065551 0.00537494 0.0042669 0.00314678 0.00240936 0.00216414 0.00200371
internal_count=3910 2200 1710 1267 664 485 625 1575 281
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=11
num_cat=0
split_feature=48 48 2 2 150 4 15 15 3 4
split_gain=7.57785e-05 0.000105827 7.63224e-05 5.29875e-05 8.8512e-05 7.63427e-05 0.00011206 9.97074e-05 8.24359e-05 4.15828e-05
threshold=0.11930500000000001 0.095825000000000007 -1.0000000180025095e-35 0.11260500000000001 0.086420000000000011 -0.08422499999999998 -0.017214999999999998 0.085285000000000014 -0.072739999999999985 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 8 -8 -7 -4
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=0.00049000083352721132 -0.00050228001391454738 0.00063600785492776656 -0.00010477183888149503 0.0002382967435500578 -0.0006441953745204552 0.0001691167736563162 0.0008332695394943989 3.861792272614751e-05 -0.00059993063881635977 -0.00065069952204124207
leaf_weight=0.0010310701318434036 0.0010778486365223472 0.0010467172415937363 0.0011504098556036294 0.0017447571858833803 0.0011420053478829175 0.0010054728035589831 0.0010405315930075538 0.0014572388701090484 0.0011474160534003844 0.001005060264232624
leaf_count=258 161 239 181 504 233 529 267 815 263 460
internal_value=0 4.09075e-05 -1.71775e-05 -7.1128e-05 -0.000139052 -5.4294e-05 8.70825e-05 0.000369657 -0.000240759 -0.000359329
internal_weight=0 0.0117707 0.010724 0.00969289 0.00794813 0.00680613 0.00465066 0.00249777 0.00215289 0.00215547
internal_count=3910 3749 3510 3252 2748 2515 1874 1082 792 641
is_linear=0
shrinkage=0.00196078


Tree=6329
num_leaves=11
num_cat=0
split_feature=484 4 0 151 16 150 47 52 42 4
split_gain=0.000100017 6.35984e-05 0.000120694 5.67501e-05 0.000101368 9.7421e-05 7.62382e-05 7.38286e-05 0.000112719 0.000107668
threshold=-1.0000000180025095e-35 -0.49837999999999999 -1.0000000180025095e-35 -0.0088999999999999982 -0.48509999999999992 0.082965000000000025 0.09550500000000002 -0.068164999999999989 0.08401500000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -6 9 -9
right_child=1 2 -4 4 6 -7 -8 8 -10 -11
leaf_value=-0.00059251365456533425 -0.00042628042665749717 -0.00067832261112274602 0.00067836531358847355 0.00066752034562216349 0.00020876122664905666 0.00014321965011860878 0.00040245114029522825 -6.2710311797092459e-05 0.00026544286020426726 -0.00091842419401281237
leaf_weight=0.0010226916138341745 0.0010042658613139853 0.001084791736229055 0.0011921463694085114 0.0010383878829055707 0.0018517043530547482 0.0011361896008192157 0.001468183114067427 0.0010515772334344187 0.0010063015818577345 0.0012225334424651947
leaf_count=627 151 204 222 199 445 281 163 599 751 268
internal_value=0 4.61547e-05 8.90844e-05 1.78336e-05 9.80466e-05 -0.000258045 8.45455e-06 -0.000104259 -0.00028095 -0.000522731
internal_weight=0 0.0120561 0.0110518 0.00985967 0.00763869 0.00222098 0.0066003 0.00513212 0.00328041 0.00227411
internal_count=3910 3283 3132 2910 2425 485 2226 2063 1618 867
is_linear=0
shrinkage=0.00196078


Tree=6330
num_leaves=11
num_cat=0
split_feature=48 48 2 2 150 4 15 3 15 4
split_gain=7.36484e-05 6.98579e-05 4.55747e-05 4.20698e-05 9.80249e-05 8.86361e-05 8.54119e-05 0.000133194 9.50147e-05 3.36743e-05
threshold=0.11930500000000001 0.095825000000000007 -1.0000000180025095e-35 0.11260500000000001 0.086420000000000011 -0.08422499999999998 -0.017214999999999998 -0.073984999999999981 0.085285000000000014 -0.41745999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 -7 -8 -4
right_child=-2 -3 3 -5 -6 6 8 -9 -10 -11
leaf_value=0.00038080761095775936 -0.00050160532460629499 0.00052688327100854939 -0.00012533802021600163 0.00022237654943950283 -0.00065466741157234928 0.00036711281613982034 0.00083965280589122482 -0.00060815985517420688 5.4408112318961503e-05 -0.00061532121272064096
leaf_weight=0.0010233988242660782 0.0010774925195617844 0.0010105242551147276 0.0011571505013615879 0.0017311587636748118 0.0011122641014053745 0.0010028627394480748 0.0010083829823768807 0.0011624387650842145 0.0014362395538752089 0.0010098873482706006
leaf_count=258 161 239 181 504 233 514 267 278 815 460
internal_value=0 3.41987e-05 -1.25769e-05 -5.44245e-05 -0.000115164 -2.66182e-05 0.000127128 -0.000156461 0.000378314 -0.000353681
internal_weight=0 0.0116543 0.0106438 0.00962038 0.00788923 0.00677696 0.00460992 0.0021653 0.00244462 0.00216704
internal_count=3910 3749 3510 3252 2748 2515 1874 792 1082 641
is_linear=0
shrinkage=0.00196078


Tree=6331
num_leaves=11
num_cat=0
split_feature=48 48 51 0 2 42 3 0 16 13
split_gain=0.000112034 0.000108958 7.9141e-05 8.97422e-05 6.38933e-05 5.78402e-05 6.03135e-05 6.60748e-05 8.86733e-05 3.1447e-05
threshold=0.12738500000000003 0.096835000000000018 0.08955500000000001 -0.17106499999999999 -1.0000000180025095e-35 -0.088669999999999985 0.10666500000000002 -0.052874999999999998 -0.014099999999999998 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=0.00046605193361208666 -0.00063932300029995138 0.00061149159151604614 -0.00053108466714547572 0.00041054653283567144 0.00022558743535345708 -0.00016095981167591668 0.00016418771306069468 -0.00067385698461359098 0.00025007629761862208 -0.00064479799385983017
leaf_weight=0.0015693959119036883 0.0010059757710031364 0.0011663984705089442 0.001048401524473659 0.0010489071338264195 0.0016042979772403869 0.0010202275299629636 0.0013972599209277001 0.0013089057512378744 0.0012850811516759444 0.001045943156474694
leaf_count=153 127 252 364 246 421 477 122 298 697 753
internal_value=0 4.08598e-05 -1.78937e-05 3.44438e-05 -4.33192e-05 -0.000105454 -0.00019313 -0.000300266 -0.000154351 -0.00040589
internal_weight=0 0.0124948 0.0113284 0.01028 0.00871062 0.00766172 0.00605742 0.00466016 0.00335125 0.00206617
internal_count=3910 3783 3531 3167 3014 2768 2347 2225 1927 1230
is_linear=0
shrinkage=0.00196078


Tree=6332
num_leaves=9
num_cat=0
split_feature=159 0 0 16 52 151 0 15
split_gain=1.6946e-05 2.39941e-05 4.82805e-05 4.91568e-05 4.593e-05 4.82636e-05 3.77211e-05 4.17134e-05
threshold=-1.0000000180025095e-35 -0.077944999999999987 -0.053834999999999994 0.15737500000000001 0.084240000000000023 -0.0088999999999999982 -0.10575999999999998 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.012257805503684764 -0.013967923994894441 0.024364078965235125 0.017199020646838162 -0.010694256163721071 -0.021405702388972939 0.0036242374086791814 -0.0058671855337246335 0.030416194224724569
leaf_weight=0.0010388156170587958 0.0014963526816340438 0.0011665391741788435 0.0010236662123686065 0.0016504895632129726 0.0010805381670307675 0.0013832320531559953 0.0013852135515164061 0.0010021384720468672
leaf_count=633 461 555 301 295 625 191 683 166
internal_value=0 0.00114971 0.00738849 -1.67163e-05 -0.00262522 0.00122769 0.00725805 0.01488
internal_weight=0 0.0101882 0.00384069 0.00267416 0.00634747 0.00526694 0.00377058 0.00238537
internal_count=3910 3277 1151 596 2126 1501 1040 357
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=9
num_cat=0
split_feature=48 48 51 2 4 0 1 13
split_gain=6.31027e-05 7.03433e-05 4.66894e-05 6.79039e-05 4.61351e-05 8.27747e-05 4.8607e-05 8.32495e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11260500000000001 -0.23071499999999998 -0.06402999999999999 0.092550000000000007 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00037699144603862224 -0.00047335332690513044 0.0004802837029060627 -0.00038222272027982118 0.00043357526568336735 -0.00031595506928095481 0.00046455736053747476 -0.00040228873015775695 0.00030169729658458802
leaf_weight=0.0013266564097087347 0.0010394137248621029 0.0011999293343983352 0.0012160980337685449 0.001342521200245768 0.0014843910591596813 0.0013038273580998367 0.0013856878183553089 0.0019296001084282872
leaf_count=181 161 287 395 425 1177 206 420 658
internal_value=0 3.17143e-05 -2.21713e-05 2.77402e-05 -4.55882e-05 2.64455e-05 -9.25671e-05 3.31443e-05
internal_weight=0 0.0111887 0.00998878 0.00877268 0.00743016 0.00610351 0.00479968 0.00341399
internal_count=3910 3749 3462 3067 2642 2461 2255 1835
is_linear=0
shrinkage=0.00196078


Tree=6334
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 0 43 0
split_gain=7.58297e-05 6.90059e-05 4.25076e-05 7.11114e-05 5.5202e-05 6.5625e-05 5.48958e-05 4.29663e-05
threshold=0.11930500000000001 0.091555000000000011 0.081825000000000009 0.11260500000000001 0.088585000000000011 -0.10575999999999998 -0.06705499999999999 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7
right_child=-2 -3 -4 -5 6 7 -8 -9
leaf_value=0.00052042507832012147 -0.00050957420291156683 0.00042618373430754544 -0.00034385886656299237 0.00045358736459919765 8.8750785001216566e-05 -0.00026009197110919024 -0.00047059311473364066 0.00019124827212414866
leaf_weight=0.001053984782488861 0.001051408332039175 0.0015437618814533134 0.001343198478080245 0.0012995964406328931 0.0010932846129039647 0.0016832900994569367 0.0017614830263148697 0.0015647299035643878
leaf_count=142 161 322 406 420 434 1117 494 414
internal_value=0 4.08686e-05 -1.98315e-05 3.16366e-05 -4.49854e-05 9.52955e-05 -0.000256382 -4.26593e-05
internal_weight=0 0.0113433 0.00979957 0.00845637 0.00715677 0.004302 0.00285477 0.00324802
internal_count=3910 3749 3427 3021 2601 1673 928 1531
is_linear=0
shrinkage=0.00196078


Tree=6335
num_leaves=9
num_cat=0
split_feature=50 48 40 1 0 15 15 4
split_gain=1.43191e-05 3.52847e-05 6.15601e-05 6.27799e-05 3.31537e-05 6.78697e-05 5.12639e-05 4.09394e-05
threshold=0.088425000000000017 0.11379500000000002 -1.0000000180025095e-35 0.11198000000000001 -0.10209999999999998 -0.021529999999999997 0.085120000000000015 0.00046500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -4
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=-0.019445282636988463 -0.011512061171461273 -0.016141805193641667 0.0072360844790578544 0.023811810676659537 0.029094919332092274 -0.010396108716517763 0.016328306609856028 -0.019205370537300426
leaf_weight=0.0010755045653044774 0.0010002970606924786 0.0010721120413376408 0.0010348212165935781 0.00159276478649542 0.0010458217244222918 0.0019201063995924164 0.0011463068123140408 0.0013487635025072296
leaf_count=369 689 145 148 325 584 610 805 235
internal_value=0 0.00102338 0.00303155 0.0060202 0.00165772 0.0070968 -0.000405812 -0.00772595
internal_weight=0 0.0102362 0.00916409 0.00808858 0.00649582 0.00411223 0.00306641 0.00238358
internal_count=3910 3221 3076 2707 2382 1999 1415 383
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=11
num_cat=0
split_feature=48 48 47 42 4 52 3 3 1 2
split_gain=9.97825e-05 0.000103539 5.70185e-05 8.55166e-05 9.51323e-05 5.97521e-05 5.62709e-05 6.52607e-05 6.32355e-05 5.55127e-05
threshold=0.12738500000000003 0.096835000000000018 0.087850000000000025 -0.089744999999999978 0.018480000000000003 -0.088354999999999989 -0.100615 -0.048154999999999996 0.086560000000000012 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -9 -6
right_child=-2 -3 -4 4 9 6 7 8 -10 -11
leaf_value=-0.00048882714858516181 -0.00059807332778706037 0.00060064762986141915 -0.00031660152096265459 -0.00041956752864902839 0.00073715231240593676 0.00047325523116226143 -0.00041825989984331643 0.00043502342173023335 -0.00018783020199382596 0.00014720316527192
leaf_weight=0.0010143341903181965 0.0010126090026936077 0.0011570243391719739 0.0019888407301727013 0.0011600130883240812 0.0012120627619591074 0.0010673695645039491 0.0011801106450943528 0.0013260740539755183 0.0011882201478609375 0.0012412003090765142
leaf_count=412 127 252 287 455 318 139 1310 78 173 359
internal_value=0 4.1816e-05 -1.50102e-05 4.88723e-05 0.000113995 -2.05122e-05 7.67014e-05 -3.7869e-05 0.000140672 0.000438674
internal_weight=0 0.0125352 0.0113782 0.00938938 0.00837505 0.00592179 0.00476177 0.0036944 0.00251429 0.00245326
internal_count=3910 3783 3531 3244 2832 2155 1700 1561 251 677
is_linear=0
shrinkage=0.00196078


Tree=6337
num_leaves=8
num_cat=0
split_feature=159 2 16 151 15 13 4
split_gain=1.43451e-05 2.39019e-05 5.79648e-05 3.51592e-05 7.08695e-05 5.60864e-05 3.24333e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.089864999999999987 -0.044604999999999992 -0.073314999999999991 -0.0101 -0.018664999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -4
right_child=1 3 6 4 5 -7 -8
leaf_value=-0.011298547489465191 -0.023742148511036426 -0.010156579866483852 0.015073404974217117 0.025444922614519451 0.012235940070944395 -0.012666849175918758 -0.0078801111308261004
leaf_weight=0.001035931419819767 0.0011735728777990161 0.0012884344239298641 0.0011961005377731826 0.0016509044202603247 0.00191135887805822 0.0017166936395725755 0.0012683846231671225
leaf_count=633 388 411 619 587 497 465 310
internal_value=0 0.00105183 -0.00545039 0.00465378 0.00826855 0.000452632 0.00326003
internal_weight=0 0.0102054 0.00363806 0.00656739 0.00527896 0.00362805 0.00246449
internal_count=3910 3277 1317 1960 1549 962 929
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=9
num_cat=0
split_feature=1 4 3 2 52 2 15 13
split_gain=1.56587e-05 3.94514e-05 2.77995e-05 5.84421e-05 4.7175e-05 4.06793e-05 3.45026e-05 1.283e-05
threshold=0.076710000000000014 -0.082054999999999975 0.076695000000000013 1.0000000180025095e-35 -0.074484999999999982 0.113945 -0.064869999999999983 0.0015650000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 6 -4 -6 -2 -1
right_child=2 -3 4 -5 5 -7 -8 -9
leaf_value=-0.0034563764308848987 -0.01273206799777063 -0.015734602718142695 -0.020234791929849356 0.026090152852340839 0.015465036969483365 -0.010797263353634019 0.011126588158393241 0.012250636713447956
leaf_weight=0.001052075882317064 0.0011685177789521029 0.0018603697231095507 0.001155944843778775 0.0012740648781024723 0.0013911147780696505 0.0010239303869949918 0.0012593706113121976 0.0010283702105935563
leaf_count=382 322 1487 164 494 165 180 577 139
internal_value=0 -0.00515385 0.00267335 0.00874549 -0.00362149 0.00433035 -0.000356338 0.00430764
internal_weight=0 0.00394082 0.00727294 0.00370195 0.00357099 0.00241505 0.00242789 0.00208045
internal_count=3910 2008 1902 1393 509 345 899 521
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=9
num_cat=0
split_feature=48 48 2 49 42 160 13 4
split_gain=5.86787e-05 7.70859e-05 6.94192e-05 4.61336e-05 6.78799e-05 6.50099e-05 0.000118631 9.41414e-05
threshold=0.11930500000000001 0.095825000000000007 -1.0000000180025095e-35 -0.084114999999999981 0.088915000000000008 -0.081069999999999989 -0.082014999999999991 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=0.00046628394102779031 -0.0004405900080653485 0.00054657693920703691 -0.0004576194481487683 0.0004393846393838702 -0.00034889948579090068 0.00035911095979670343 -0.00062394846791917751 3.0496958143610975e-05
leaf_weight=0.0010386559143378332 0.0010992453639126114 0.0010262529335275722 0.0010383115989017226 0.0014475851075217202 0.0018954753095640521 0.0019445392709319166 0.0014635890394204482 0.0019996801920510875
leaf_count=258 161 239 181 465 928 464 817 397
internal_value=0 3.29747e-05 -1.57041e-05 -6.68442e-05 -2.04778e-05 7.03289e-05 -2.84615e-05 -0.000246074
internal_weight=0 0.0118541 0.0108278 0.00978918 0.00875087 0.00685539 0.00540781 0.00346327
internal_count=3910 3749 3510 3252 3071 2143 1678 1214
is_linear=0
shrinkage=0.00196078


Tree=6340
num_leaves=10
num_cat=0
split_feature=11 13 39 0 151 49 16 16 0
split_gain=1.52856e-05 2.14622e-05 8.27898e-05 3.73022e-05 3.27495e-05 6.40597e-05 6.72727e-05 5.76033e-05 2.60231e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.044604999999999992 -0.053904999999999988 -0.089559999999999987 -0.008069999999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 -7 -8 -1
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.00072570335359430278 -0.011646048563496969 -0.01792965653854511 0.025126148834923423 -0.020735930489171158 -0.02043780239888697 0.026280557648148274 -0.015759078606068781 0.015316991553836007 0.02139342101736659
leaf_weight=0.0010937597614585411 0.0010363041649947688 0.0010269467970740872 0.0010361983560021786 0.0012605610745552017 0.0010188534427812918 0.0012931447275356346 0.0013451001511295873 0.0010717362392208881 0.001035407278243418
leaf_count=300 279 381 387 329 130 453 1025 520 106
internal_value=0 0.00110205 -0.00125878 -0.0051554 -0.00174314 0.00177204 0.00787141 -0.00197852 0.0100308
internal_weight=0 0.0101817 0.00805254 0.00701634 0.00575578 0.00472883 0.00370998 0.00241684 0.00212917
internal_count=3910 3631 3225 2838 2509 2128 1998 1545 406
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 3 15 2 0
split_gain=7.74935e-05 7.18607e-05 5.06295e-05 6.60059e-05 7.48494e-05 7.37354e-05 3.82467e-05 4.32058e-05 3.7765e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.10071499999999999 -0.077944999999999987 -0.088024999999999978 -0.10312999999999999 0.086245000000000002 -0.017269999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -8 -7
right_child=-2 -3 -4 4 5 8 7 -9 -10
leaf_value=-2.1231025156602269e-05 -0.00051587827042095873 0.0004922935081946722 -0.00038801963404249263 -0.00045848920345729612 0.00037719728562828525 -0.00043585296216226975 0.00068260178257220422 0.00013138976217331688 7.1373213138302074e-05
leaf_weight=0.0012757816137787532 0.0010554159802458893 0.0012048884659172686 0.001224821669043104 0.0015718985107143393 0.0015631308243436335 0.0011048792981029391 0.0010893768932653783 0.0010975327022258174 0.0011535565459392118
leaf_count=212 161 287 395 1463 300 608 99 229 156
internal_value=0 3.97232e-05 -1.43684e-05 3.73082e-05 -9.83267e-05 4.98164e-05 0.000248572 0.000405968 -0.000176774
internal_weight=0 0.0112859 0.010081 0.00885616 0.00539347 0.00382157 0.00346269 0.00218691 0.00225844
internal_count=3910 3749 3462 3067 2527 1064 540 328 764
is_linear=0
shrinkage=0.00196078


Tree=6342
num_leaves=9
num_cat=0
split_feature=49 42 51 484 4 3 3 3
split_gain=1.51248e-05 3.69062e-05 5.52909e-05 7.63056e-05 6.42232e-05 5.31034e-05 4.89165e-05 4.72633e-05
threshold=-0.081629999999999994 0.084100000000000022 0.08955500000000001 0.042570000000000004 1.0000000180025095e-35 -0.078884999999999997 -0.032959999999999996 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -3 -2 -6
right_child=1 5 -4 -5 7 -7 -8 -9
leaf_value=0.0092790991624418229 -0.025960296681019353 -0.024464485751854267 -0.018075502102979184 0.031062220048307245 0.023361715295230165 0.0037175471860363477 0.0032474774485155913 -0.0040441165097153866
leaf_weight=0.0014980164036892422 0.0011349122120883734 0.0014503717513904201 0.0011188433683720746 0.0010188383822074413 0.001490979069817358 0.0012404723544473823 0.0011589458015754412 0.0010888028899718434
leaf_count=305 833 932 240 232 342 704 165 157
internal_value=0 -0.00151696 0.00230389 0.00617346 0.00097044 -0.0114726 -0.0112034 0.011795
internal_weight=0 0.00970217 0.00701132 0.00589248 0.00487364 0.00269084 0.00229386 0.00257978
internal_count=3910 3605 1969 1729 1497 1636 998 499
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 48 133 2 4
split_gain=6.32933e-05 6.4104e-05 7.99285e-05 7.85782e-05 6.19634e-05 5.28337e-05 6.06067e-05 7.32744e-05 7.8496e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 -0.10071499999999999 0.11085000000000002 0.085425000000000015 -0.083144999999999983 0.095195000000000016 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00043230846537557939 -0.00047057617101016599 -0.00050904147465034454 0.00051950974430460528 0.00023992660735157166 0.000405294875398603 0.0002442855801349614 0.00025570597711671133 -0.00073289135991864648 -0.00038087429435221102
leaf_weight=0.0013752973874290786 0.0010372557983104437 0.0011353124439297145 0.0011591907015564232 0.0010248841112027677 0.0010904078314736909 0.0013684931463042622 0.0011944567956657911 0.0010781226277229252 0.0019779960222201898
leaf_count=298 161 388 117 390 332 258 529 321 1116
internal_value=0 3.53287e-05 -1.91107e-05 4.34318e-05 -2.79206e-05 -9.90201e-05 -0.000188076 -0.000291275 -0.000141196
internal_weight=0 0.0114042 0.0100289 0.00889355 0.00773436 0.00664395 0.00527546 0.00425058 0.00317245
internal_count=3910 3749 3451 3063 2946 2614 2356 1966 1645
is_linear=0
shrinkage=0.00196078


Tree=6344
num_leaves=9
num_cat=0
split_feature=159 49 151 42 4 2 12 4
split_gain=1.34078e-05 2.32374e-05 4.60964e-05 4.19285e-05 8.94189e-05 6.412e-05 5.7158e-05 5.70858e-05
threshold=-1.0000000180025095e-35 -0.081629999999999994 -0.068254999999999996 0.084100000000000022 0.15927500000000003 0.088485000000000022 0.084100000000000022 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 -4
right_child=1 2 3 5 -6 -7 -8 -9
leaf_value=-0.010913485798116752 0.012800282897150392 -0.020467382073177234 0.026415669786286858 -0.028458926399395582 0.032487686585847463 0.0064917901881600586 -0.014968217953702538 -0.0025032526190984531
leaf_weight=0.0010348758738454164 0.0014405184266793091 0.0010587451652099749 0.0011074168662307544 0.0010061887645932326 0.0010592770297494477 0.0010973897920222556 0.0016010036794373056 0.0017793795451021908
leaf_count=633 284 445 261 547 238 483 874 145
internal_value=0 0.00103513 -0.000910804 0.00179556 0.00635438 -0.0102259 0.000186004 0.00859046
internal_weight=0 0.0101499 0.0087094 0.00765066 0.00554708 0.00210358 0.0044878 0.0028868
internal_count=3910 3277 2993 2548 1518 1030 1280 406
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=8
num_cat=0
split_feature=156 42 1 42 43 2 2
split_gain=1.40217e-05 2.72168e-05 3.21849e-05 4.92513e-05 5.52249e-05 2.7909e-05 2.76275e-05
threshold=0.083820000000000019 -1.0000000180025095e-35 0.12263000000000002 0.092145000000000019 -0.07526999999999999 0.089910000000000004 0.106035
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.010393171461263111 -0.010328238531695516 0.023454873974061815 0.019737361824967343 -0.016116651261714649 -0.010132684201053156 0.017402637345635748 -0.0024735313647572463
leaf_weight=0.0016919001458679311 0.0011886791724386994 0.0012798169650925098 0.0010668259557031446 0.0013467414859527505 0.0017145262991482757 0.0012194400100675601 0.0016395785551663452
leaf_count=978 559 653 302 648 443 153 174
internal_value=0 0.00116261 0.00352761 0.00112584 0.00509299 -4.52232e-05 0.00600413
internal_weight=0 0.00995883 0.00826693 0.0072001 0.00585336 0.00457354 0.00285902
internal_count=3910 3351 2373 2071 1423 770 327
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=10
num_cat=0
split_feature=133 4 1 15 48 47 160 0 4
split_gain=5.35247e-05 7.83695e-05 3.72479e-05 0.0001027 3.60088e-05 5.26804e-05 4.84687e-05 0.000103616 4.29879e-05
threshold=0.10599500000000002 -0.41745999999999994 1.0000000180025095e-35 0.083935000000000023 0.087945000000000009 0.09252500000000001 -1.0000000180025095e-35 -0.10575999999999998 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8 -6
right_child=-2 2 4 -5 8 -7 7 -9 -10
leaf_value=0.00050514253217737236 -0.00044175130264025904 -0.00057692586506999865 -1.3206185513394452e-06 0.00018537928418910441 -0.00045927043621283269 -0.0001816484835173202 0.00089258833931648456 4.4809376311918025e-05 8.4642945573822835e-05
leaf_weight=0.0012010120467294541 0.0010003126702003038 0.0014533084341368028 0.0016388726343380408 0.001276085667678594 0.0010191510000669422 0.0014690593997102441 0.0010452433177955847 0.0011800046452789994 0.0012364123343126161
leaf_count=235 557 956 395 621 208 170 190 468 110
internal_value=0 3.10968e-05 -2.40812e-05 -0.000220522 4.65714e-05 0.00013441 0.000254568 0.000443028 -0.000161118
internal_weight=0 0.0115191 0.0103181 0.00272939 0.00758874 0.00533318 0.00386412 0.00222525 0.00225556
internal_count=3910 3353 3118 1577 1541 1223 1053 658 318
is_linear=0
shrinkage=0.00196078


Tree=6347
num_leaves=10
num_cat=0
split_feature=484 484 16 16 47 16 0 12 2
split_gain=6.66598e-05 4.40382e-05 4.95968e-05 9.52687e-05 7.52812e-05 0.000107096 0.000123411 6.93923e-05 4.38845e-05
threshold=-1.0000000180025095e-35 0.087420000000000012 -0.014099999999999998 0.10994000000000002 0.09550500000000002 -0.083144999999999983 -0.15713499999999997 0.086935000000000012 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 -5
right_child=1 -3 3 8 -6 -7 7 -9 -10
leaf_value=-0.00048737844629374513 -0.00047581146486275596 -0.00034579466335049732 0.00068131121072481312 0.00023357788866996138 0.00036093185674749472 -0.00066263168386262083 0.00063250447004518473 -1.0886673596912347e-05 -0.00025762970757502174
leaf_weight=0.0010446083324097367 0.0013578306562218468 0.0010940497168031261 0.0012741168123455594 0.0017634827769747331 0.0014263810954949878 0.0011957084894901595 0.0010843231769111677 0.0015889040928478454 0.0011587261147051383
leaf_count=627 135 367 464 248 161 712 412 520 264
internal_value=0 2.91475e-05 6.69563e-05 0.000233885 -3.83304e-05 -0.000147289 5.57421e-06 0.000250088 3.88023e-05
internal_weight=0 0.0119435 0.0108495 0.00419633 0.00665315 0.00522677 0.00403106 0.00267323 0.00292221
internal_count=3910 3283 2916 976 1940 1779 1067 932 512
is_linear=0
shrinkage=0.00196078


Tree=6348
num_leaves=8
num_cat=0
split_feature=1 4 150 0 52 13 12
split_gain=1.40378e-05 3.88065e-05 2.83258e-05 3.58573e-05 4.29948e-05 2.31618e-05 1.76582e-05
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 -0.11756999999999999 -0.013104999999999999 0.0015650000000000002 0.088285000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=-0.0044459274723565225 -0.011388322007448281 -0.023008059672702599 0.014527072541981377 0.022149870316449032 -0.0027660908186066982 0.015209658965158971 -0.0050119134109537005
leaf_weight=0.0013311815490406262 0.0019510450713362748 0.0010872073279965169 0.0015876305067061853 0.0010673315863555391 0.0019724185139777155 0.0010907525690608379 0.0010937658183947877
leaf_count=467 261 746 349 413 687 158 829
internal_value=0 -0.00430701 0.00289277 -0.00080824 0.00598252 0.00440625 -0.0139829
internal_weight=0 0.00460291 0.00657843 0.0049908 0.00303975 0.00242193 0.00218097
internal_count=3910 2200 1710 1361 1100 625 1575
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=9
num_cat=0
split_feature=47 47 1 15 1 4 13 2
split_gain=1.27204e-05 3.98218e-05 2.22205e-05 7.05747e-05 4.58965e-05 2.81049e-05 5.48398e-05 2.90758e-05
threshold=0.11669500000000001 0.09550500000000002 0.094485000000000013 -0.0063699999999999989 0.11097000000000001 -0.08422499999999998 -0.016579999999999998 0.099015000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -5
right_child=-2 -3 4 5 -6 6 -8 -9
leaf_value=-0.020061128594312722 -0.010473531737544365 0.019705179124985376 0.02116834940234745 -0.017441742336751633 -0.0043777487165808015 -0.0054052727692676271 0.026557098443112923 0.0063962459211913784
leaf_weight=0.0019752525547648021 0.0010621966061510014 0.0010259158736772031 0.0011948530803599655 0.001023261007078257 0.0017094679915022665 0.0010552439850164612 0.001092632231038445 0.001023429778535534
leaf_count=1062 179 210 434 505 506 672 283 59
internal_value=0 0.00103083 -0.00108048 -0.00447564 0.00613205 0.00286368 0.0108541 -0.00552177
internal_weight=0 0.0101001 0.00907414 0.00616982 0.00290432 0.00419457 0.00214788 0.00204669
internal_count=3910 3731 3521 2581 940 1519 955 564
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=10
num_cat=0
split_feature=48 48 52 2 133 52 2 0 15
split_gain=5.22199e-05 7.14329e-05 3.99185e-05 5.35437e-05 6.45515e-05 9.53191e-05 0.000128251 7.51552e-05 8.0054e-05
threshold=0.11930500000000001 0.092755000000000018 0.11401500000000002 0.11260500000000001 0.089845000000000022 0.048490000000000012 0.092450000000000018 -0.10575999999999998 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00038261478406919762 -0.00043046789462127736 0.00047767003276117834 -0.00034422420638660064 0.00041962355055630713 -0.00048023428826689306 0.00049831908703994296 -0.00069901655788663815 0.00025308430088532088 -0.00045870632610213138
leaf_weight=0.0017311914929512883 0.0010358262468825761 0.001220047032892615 0.0013078201601655097 0.0011388803632199204 0.0010805374266164127 0.0013647736125281485 0.0010424789997026535 0.0010726298642580255 0.001400889002248984
leaf_count=151 161 287 566 379 507 536 351 334 638
internal_value=0 2.94225e-05 -2.4515e-05 2.28301e-05 -3.59155e-05 3.66958e-05 -8.33706e-05 6.92672e-05 -0.000150042
internal_weight=0 0.0113592 0.0101392 0.00883138 0.0076925 0.00661196 0.00524719 0.00420471 0.00247352
internal_count=3910 3749 3462 2896 2517 2010 1474 1123 972
is_linear=0
shrinkage=0.00196078


Tree=6351
num_leaves=9
num_cat=0
split_feature=52 1 2 0 16 3 48 13
split_gain=3.68785e-05 4.90501e-05 5.00512e-05 4.37038e-05 7.37902e-05 4.25929e-05 7.82372e-05 6.65285e-05
threshold=-0.27466499999999994 0.076710000000000014 0.11462500000000002 -0.087614999999999985 -0.083144999999999983 0.076695000000000013 0.08784500000000002 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 -5 7 -7 -3
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.00035579998286737892 -0.00049747730779502186 -0.00015604349935066707 0.00040894098851214383 0.00039892082128562028 -0.00025222317227012686 -0.00045584861282179983 0.0002533418141395672 0.00041897607404701949
leaf_weight=0.0010545251139776205 0.0010230429537392552 0.0013195812965797471 0.0017738764088635209 0.0010220927028725059 0.0019375545191298517 0.0014441135819597078 0.0010208285104990195 0.0018695613698013875
leaf_count=425 611 633 399 329 851 189 71 402
internal_value=0 2.74497e-05 0.000121584 -0.000148117 -2.73553e-05 3.14305e-05 -0.000162145 0.000181048
internal_weight=0 0.0114107 0.00742796 0.00398269 0.00295965 0.00565408 0.00246494 0.00318914
internal_count=3910 3485 1694 1791 1180 1295 260 1035
is_linear=0
shrinkage=0.00196078


Tree=6352
num_leaves=8
num_cat=0
split_feature=42 51 49 52 16 1 52
split_gain=1.18642e-05 3.8839e-05 2.87501e-05 6.37342e-05 5.48865e-05 6.84898e-05 3.16631e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 -0.074484999999999982 -0.19424999999999998 0.094695000000000015 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0074742166888300491 -0.014740178522267276 0.018240596410489182 -0.021765936324642497 -0.0085199642898389962 -0.008506707852006001 0.032619136524731605 0.012935309566555987
leaf_weight=0.0018123358385450277 0.0012910126012605537 0.0011973310097087566 0.001009008618893679 0.0019028274327196068 0.0012089915539258854 0.0011567626406837283 0.0016002546792637932
leaf_count=1060 521 223 383 429 487 291 516
internal_value=0 0.00136492 0.00393971 0.00145014 0.00544159 0.0121401 0.00370749
internal_weight=0 0.00936619 0.00807518 0.00687784 0.00586884 0.00396601 0.00280925
internal_count=3910 2850 2329 2106 1723 1294 1003
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=9
num_cat=0
split_feature=159 42 156 1 16 13 52 2
split_gain=1.39509e-05 1.90749e-05 3.22272e-05 3.72464e-05 4.21097e-05 4.37386e-05 4.06894e-05 1.70377e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.083820000000000019 0.11797500000000001 -0.38486499999999996 -0.09602999999999999 -0.023079999999999996 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.011067400658540352 -0.0085360993659683512 -0.013882361806095121 -0.013413362539971083 0.022798702704245877 -0.0095541058676166957 0.00020339808579009994 0.011846419836543233 0.02979170379573854
leaf_weight=0.0010436494176759492 0.0017141534220306972 0.001260341870424243 0.0010425601894136849 0.0010512710382662889 0.0012629404486888098 0.0016565571650814731 0.0010233519876038737 0.001095365888695373
leaf_count=633 971 198 441 326 175 517 357 292
internal_value=0 0.00107665 0.00304006 0.00537395 0.00246565 0.00655521 0.0119442 0.021124
internal_weight=0 0.0101065 0.00839239 0.00734983 0.00629856 0.00503822 0.00377528 0.00211872
internal_count=3910 3277 2306 1865 1539 1341 1166 649
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=10
num_cat=0
split_feature=48 16 15 48 16 15 42 16 2
split_gain=6.33824e-05 8.34399e-05 6.64541e-05 0.000103382 5.8825e-05 4.77741e-05 8.48885e-05 4.66594e-05 5.34515e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.016865000000000002 -0.08755499999999998 0.088615000000000013 0.084100000000000022 0.15737500000000001 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -4
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=0.0004756926360595915 -0.00046059943135303105 -0.00046316464081965278 3.7659974870509967e-05 6.323671505248775e-05 0.00069841900477014926 -0.00045606434962913701 -0.00041304360768349205 -0.00016106838965769036 0.00057763647673107885
leaf_weight=0.001453268329007701 0.0010800402820473004 0.001184046208674642 0.0016466262169681255 0.0010696598352802843 0.0011777975270464334 0.001131832421448091 0.001531591213627983 0.0014648595013416121 0.0012322446566566403
leaf_count=298 161 388 375 115 294 802 793 242 442
internal_value=0 3.55027e-05 -2.57805e-05 3.01789e-05 0.000396109 -8.71885e-05 -1.61277e-05 0.000123824 0.000268786
internal_weight=0 0.0118919 0.0104387 0.00925461 0.00224746 0.00700715 0.00587532 0.00434373 0.00287887
internal_count=3910 3749 3451 3063 409 2654 1852 1059 817
is_linear=0
shrinkage=0.00196078


Tree=6355
num_leaves=10
num_cat=0
split_feature=48 16 15 2 133 47 42 12 1
split_gain=5.97121e-05 8.60735e-05 7.74529e-05 7.14753e-05 6.97861e-05 4.73415e-05 7.96981e-05 9.50277e-05 5.66958e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.11085000000000002 0.090085000000000012 0.09550500000000002 0.085195000000000007 0.084100000000000022 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00049762312766161586 -0.00046197749475056693 -0.00051569725323673916 0.00033882290125330779 0.00049393229211345255 -0.00051507836738373843 0.00040220031156120058 0.00036823745036340964 -0.0006288618782425402 -0.00021811297375653611
leaf_weight=0.0013729939463748052 0.0010017464309598949 0.0011044114232500275 0.0012359168250517119 0.0011370158878817767 0.0010029341754363187 0.0011467509024059002 0.0013993325854945969 0.0012330979515437521 0.001629013281633692
leaf_count=298 161 388 249 350 557 158 694 825 230
internal_value=0 3.75813e-05 -2.62945e-05 3.52376e-05 -3.29643e-05 3.98112e-05 -3.57833e-05 -0.000173742 2.21464e-05
internal_weight=0 0.0112615 0.00988847 0.00878406 0.00764705 0.00664411 0.00549736 0.00409803 0.00286493
internal_count=3910 3749 3451 3063 2713 2156 1998 1304 479
is_linear=0
shrinkage=0.00196078


Tree=6356
num_leaves=8
num_cat=0
split_feature=16 15 15 16 160 16 43
split_gain=1.33035e-05 7.12158e-05 7.92034e-05 3.08529e-05 3.91491e-05 5.26424e-05 5.70393e-05
threshold=-0.49150499999999991 -0.14097499999999996 -0.10071499999999999 -0.092424999999999993 -0.081519999999999995 -0.072804999999999981 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7
right_child=1 2 3 4 5 6 -8
leaf_value=0.0085139735559470273 -0.02647930383909591 0.026710461570366651 -0.014792856252253045 0.018612351125253123 0.015697347304231828 0.0046730765780990729 -0.020075754933706225
leaf_weight=0.001557654029596507 0.0010164883148586204 0.0010892455892870887 0.001534447301488202 0.0010522194565700371 0.0011884230783423509 0.0017544344316124056 0.0019847338172894564
leaf_count=341 403 135 416 499 741 604 771
internal_value=0 -0.00144777 0.00150966 -0.00214338 0.00110253 -0.00263645 -0.00846349
internal_weight=0 0.00961999 0.0086035 0.00751426 0.00597981 0.00492759 0.00373917
internal_count=3910 3569 3166 3031 2615 2116 1375
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=8
num_cat=0
split_feature=4 12 3 2 0 4 16
split_gain=1.44871e-05 3.14274e-05 3.15776e-05 6.09923e-05 5.00679e-05 4.88304e-05 5.85361e-05
threshold=0.27020000000000005 -0.036459999999999992 0.10420500000000001 0.095195000000000016 -0.06402999999999999 0.0057500000000000008 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.018008175349694084 0.0088059298043972334 0.0022129879309756152 0.01186846267399524 -0.020446790594478598 0.022436838296074162 0.012147092030425367 -0.02784394889724039
leaf_weight=0.0010314572259209542 0.001583329713100508 0.0015242666113372543 0.0018921336108404518 0.001509185914245815 0.0010050874093321359 0.0014725527744038668 0.0011270134918236602
leaf_count=294 472 594 175 700 164 243 1268
internal_value=0 -0.00152118 0.00047239 -0.00277596 0.00242369 -0.00245405 -0.0105637
internal_weight=0 0.0095617 0.00853024 0.00663811 0.00512892 0.00412383 0.00265128
internal_count=3910 3438 3144 2969 2269 2105 1862
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=11
num_cat=0
split_feature=48 48 51 2 159 160 133 42 15 15
split_gain=5.52736e-05 9.556e-05 3.98081e-05 6.8681e-05 3.85507e-05 8.10271e-05 9.16786e-05 7.41023e-05 8.06718e-05 6.37577e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11260500000000001 0.085035000000000013 0.08234000000000001 0.087550000000000017 0.091230000000000019 0.024640000000000006 -0.038029999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00020354234329276243 -0.00043267432148175688 0.00060667370126629878 -0.00037896511533382283 0.00042644341571625616 -0.00038656535434077299 0.00050304539814257992 -0.00062073436987233237 0.00047445219197289444 -0.00051997901073240883 0.00038984487593974514
leaf_weight=0.0014313634698348383 0.0010589763284517438 0.0010262162328959204 0.0010673165230850471 0.0013721396685764916 0.0011136489954330225 0.0010709459905235879 0.0010120548071396529 0.001106126326055802 0.0012173567913757958 0.0013553913110772708
leaf_count=346 161 239 364 433 385 235 595 197 657 298
internal_value=0 3.50064e-05 -1.95846e-05 2.00446e-05 -4.70847e-05 5.47328e-06 -8.15648e-05 2.52147e-05 -9.8886e-05 8.50628e-05
internal_weight=0 0.0117726 0.0107463 0.00967903 0.00830689 0.00719324 0.00612229 0.00511024 0.00400411 0.00278675
internal_count=3910 3749 3510 3146 2713 2328 2093 1498 1301 644
is_linear=0
shrinkage=0.00196078


Tree=6359
num_leaves=9
num_cat=0
split_feature=47 2 2 13 48 3 2 12
split_gain=1.48232e-05 3.19121e-05 2.82058e-05 4.70947e-05 4.16071e-05 5.8977e-05 2.99224e-05 2.30556e-05
threshold=0.087850000000000025 0.11462500000000002 0.106035 -0.09547499999999999 0.083775000000000002 -0.069909999999999986 0.086245000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -2
right_child=7 -3 -4 4 -6 -7 -8 -9
leaf_value=0.021080630483994209 0.00074859198124137087 0.016573533103497431 -0.013303655747039686 -0.0060712565737285375 0.011584670574238428 0.011091258651261834 -0.029665515100858405 -0.018565078641079154
leaf_weight=0.001102702442317886 0.0016166402459326535 0.0012726850647728936 0.0014074353100211748 0.0010760869797749686 0.0015499396646016885 0.0010463017661712791 0.0010739396579666134 0.001000659026253019
leaf_count=252 165 497 279 874 302 362 856 323
internal_value=0 0.0019677 -0.000593986 0.00246434 -0.00186079 -0.00838067 -0.0178566 -0.00663551
internal_weight=0 0.00852909 0.00725641 0.00584897 0.00474627 0.00319633 0.00215003 0.0026173
internal_count=3910 3422 2925 2646 2394 2092 1730 488
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=9
num_cat=0
split_feature=0 4 47 49 48 4 4 16
split_gain=1.62792e-05 3.82502e-05 3.73715e-05 3.52247e-05 4.24656e-05 7.68624e-05 5.50901e-05 1.9136e-05
threshold=-0.017269999999999997 -0.48072499999999996 0.087850000000000025 -0.084114999999999981 0.087945000000000009 -0.06272999999999998 0.05864500000000001 -0.064504999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7 -4
right_child=1 -3 7 4 -6 6 -8 -9
leaf_value=-0.015078199884023714 -0.0071091338553021955 0.019028671636832403 -0.0040328052905158956 -0.0064114220040022195 -0.012283243255053334 0.036171090810167721 0.0067942523033923232 -0.021919126502921601
leaf_weight=0.0010200230973578233 0.0010014211474696504 0.001269818544746905 0.001241216980472207 0.0017638589151943848 0.0011089762169641916 0.0012134735194804592 0.0013469056358786091 0.0011545137588944091
leaf_count=215 194 252 204 1227 267 845 454 252
internal_value=0 0.00750415 -0.00198649 0.00197313 0.00517432 0.00965142 0.0207172 -0.0126523
internal_weight=0 0.00227124 0.00884897 0.00645324 0.00543321 0.00432424 0.00256038 0.00239573
internal_count=3910 446 3464 3008 2793 2526 1299 456
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=11
num_cat=0
split_feature=48 48 51 2 2 4 52 3 3 1
split_gain=6.98111e-05 8.40364e-05 4.70219e-05 6.9524e-05 5.35132e-05 8.60647e-05 4.71694e-05 7.095e-05 4.20691e-05 3.60086e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11290500000000002 0.10393500000000001 0.15927500000000003 -0.092084999999999986 -0.040669999999999991 -0.087654999999999983 0.088385000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.00039929806878748599 -0.00048935927546131606 0.00058217630425989137 -0.00040719644500630342 0.00045100018856134629 -0.00045674348569921534 0.00050241407948054841 1.407891521964056e-05 0.00053134171620577227 -0.00049832170448731899 2.2793147073956841e-05
leaf_weight=0.0013191014436303985 0.00104362285558779 0.0010042657407705055 0.0010402710518861895 0.0013118730485145941 0.0010143636409170789 0.0012051329323265652 0.0014608632498381402 0.0010965811331677601 0.0010652296868464376 0.001045839101161786
leaf_count=422 161 239 364 425 240 216 468 102 1155 118
internal_value=0 4.0162e-05 -1.13876e-05 3.18679e-05 -3.51287e-05 2.43299e-05 -7.18946e-05 2.06142e-05 -0.000201996 0.00028309
internal_weight=0 0.0115635 0.0105593 0.00951898 0.00820711 0.00719275 0.00598761 0.00466851 0.00252609 0.00214242
internal_count=3910 3749 3510 3146 2721 2481 2265 1843 1623 220
is_linear=0
shrinkage=0.00196078


Tree=6362
num_leaves=11
num_cat=0
split_feature=48 48 2 2 150 49 15 4 15 52
split_gain=5.54997e-05 0.000101776 4.91588e-05 6.06819e-05 8.60528e-05 6.93672e-05 0.000118847 0.000144429 9.57987e-05 4.48313e-05
threshold=0.11930500000000001 0.095825000000000007 -1.0000000180025095e-35 0.11260500000000001 0.086420000000000011 -1.0000000180025095e-35 -0.064869999999999983 -0.08422499999999998 0.085285000000000014 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 9 -9 -8
right_child=-2 -3 3 -5 -6 6 7 8 -10 -11
leaf_value=0.00038380258362711694 -0.00044526338872042824 0.000624984090691848 0.00038156608432517424 0.00026300125991404109 -0.0006493956482884045 -0.00075372416146100147 -0.00070013011511231322 0.00064242085366999504 -0.00012719553704333667 -0.00011382167844725571
leaf_weight=0.0010032405472643448 0.0010386235942202319 0.0010023159831851975 0.001128776805420827 0.0017005354087963791 0.0011175433557587666 0.0010271934371049469 0.0010040652675320158 0.0013898604407090152 0.0011252855689715326 0.0010015567596416528
leaf_count=258 161 239 303 504 233 594 526 216 788 88
internal_value=0 2.80203e-05 -2.89756e-05 -7.25905e-05 -0.000145809 -6.15194e-05 -0.000151669 -1.48716e-05 0.000298092 -0.000407343
internal_weight=0 0.0115004 0.0104981 0.00949482 0.00779428 0.00667674 0.00554796 0.00452077 0.00251515 0.00200562
internal_count=3910 3749 3510 3252 2748 2515 2212 1618 1004 614
is_linear=0
shrinkage=0.00196078


Tree=6363
num_leaves=9
num_cat=0
split_feature=43 12 42 4 3 16 4 1
split_gain=1.5891e-05 4.05817e-05 3.49331e-05 3.45936e-05 4.76245e-05 3.97989e-05 6.69056e-05 4.09604e-05
threshold=-0.062599999999999989 0.051320000000000005 0.085195000000000007 -0.34687499999999999 -0.089604999999999976 -0.008069999999999999 -0.0021099999999999995 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -8
right_child=3 2 -4 4 5 -7 7 -9
leaf_value=0.021264927700449229 -0.01817777294210865 -0.016065815709905069 0.007308125263545278 0.019015060200825086 -0.03063543959580399 0.013762554121417598 0.013791768161127144 -0.010348231563212268
leaf_weight=0.0011110309574171515 0.0012179211277500192 0.0010189221035482657 0.0017166349350577863 0.0011098799641851348 0.0010103868246829268 0.0010152310345745482 0.001162220155889174 0.0017785095670186984
leaf_count=363 227 677 722 302 803 304 228 284
internal_value=0 0.00514782 -0.00139804 -0.0027956 0.000287613 -0.0038976 -0.00843534 -0.000807744
internal_weight=0 0.00384659 0.00273556 0.00729415 0.00607623 0.00496635 0.00395112 0.00294073
internal_count=3910 1762 1399 2148 1921 1619 1315 512
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=9
num_cat=0
split_feature=0 403 4 457 1 13 2 12
split_gain=1.59656e-05 3.58727e-05 5.08475e-05 2.97476e-05 5.23302e-05 3.70542e-05 2.30632e-05 1.71326e-05
threshold=0.15480500000000005 0.03138500000000001 -0.065054999999999988 0.069705000000000003 0.11561500000000001 -0.070604999999999987 0.091025000000000009 0.078515000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 -1
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.0082817889997892254 0.011998551702644513 0.014720992971127556 0.0026506408349141189 0.012988294812680799 0.011563875149975148 -0.02903936213914431 -0.0083498899065719192 -0.02669410445029545
leaf_weight=0.0010204357305937256 0.001000960119616554 0.0012357845708252839 0.0014586450981593354 0.0015199610904136785 0.0017073429948334783 0.0010068305954850933 0.0011590362062798534 0.0010012174537862813
leaf_count=208 74 455 788 262 427 243 411 1042
internal_value=0 -0.0012414 -0.00346444 0.00064742 -0.00287061 -0.00967005 -0.0179677 -0.0174004
internal_weight=0 0.0101093 0.00887347 0.00685182 0.00533185 0.00362451 0.00216587 0.00202165
internal_count=3910 3836 3381 2131 1869 1442 654 1250
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=9
num_cat=0
split_feature=159 2 16 16 151 4 15 2
split_gain=1.51744e-05 2.24484e-05 5.15118e-05 3.84393e-05 2.66587e-05 5.21199e-05 5.21042e-05 4.48297e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.089864999999999987 -0.022939999999999999 -0.0088999999999999982 0.15927500000000003 0.014775000000000002 0.106285
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6
right_child=1 4 3 -5 5 -7 -8 -9
leaf_value=-0.011626170471490232 -0.022575830291653002 -0.0069102025038875435 0.017713436835615052 -0.0076966898653883318 -0.0011641516674959201 0.026377202552397734 -0.017001572694823476 0.024847160556358262
leaf_weight=0.0010266390097305031 0.001156801438926631 0.0015220980344902799 0.0010313265042066521 0.0014082563869653513 0.0016032708541930795 0.001198256459983775 0.001009388899637486 0.0011292837777007051
leaf_count=633 388 443 497 432 451 298 493 275
internal_value=0 0.00113675 -0.00519587 0.00304537 0.00466096 0.00822608 0.00241368 0.00958555
internal_weight=0 0.0100587 0.00359638 0.00243958 0.0064623 0.0049402 0.00374194 0.00273255
internal_count=3910 3277 1317 929 1960 1517 1219 726
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=9
num_cat=0
split_feature=0 52 16 15 15 160 49 47
split_gain=1.35441e-05 3.70859e-05 3.43817e-05 3.36145e-05 9.11756e-05 7.82002e-05 5.70928e-05 4.77832e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.23932500000000004 -0.0089749999999999986 0.088615000000000013 -1.0000000180025095e-35 -0.045004999999999996 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -3 -7 -8
right_child=2 3 -4 4 -6 6 7 -9
leaf_value=-0.017409064922809424 -0.0043735719362771762 -0.026524534050341615 0.020442737396234929 0.023991566817405444 -0.012661458446504962 0.020910059394366621 -0.019695687409244541 0.0092697962755326768
leaf_weight=0.0012992123012752817 0.0012311813658361067 0.0011844187765590953 0.0010214642266852328 0.0017134899800576493 0.0011237667824140821 0.0011973081166057752 0.0012085707375684481 0.0010770982737962954
leaf_count=597 282 666 164 727 757 202 370 145
internal_value=0 -0.00181021 0.00687941 0.000890282 0.00947422 -0.00432779 0.00322042 -0.006046
internal_weight=0 0.00880386 0.00225265 0.00750465 0.00283726 0.0046674 0.00348298 0.00228567
internal_count=3910 3464 446 2867 1484 1383 717 515
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=10
num_cat=0
split_feature=457 16 52 42 47 52 160 49 0
split_gain=9.62127e-05 7.26289e-05 4.59251e-05 5.29447e-05 0.000100189 8.8471e-05 4.74043e-05 6.68827e-05 4.41239e-05
threshold=-0.0034949999999999994 -0.49150499999999991 -0.048794999999999991 0.08622500000000001 0.092255000000000018 1.0000000180025095e-35 -0.026849999999999995 -0.047309999999999998 -0.083424999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 -3 -8 -7
right_child=1 2 3 -5 -6 8 7 -9 -10
leaf_value=-0.00059419548991669635 0.00043673028868426435 0.0005013599178852724 -0.00082530220985200695 0.00018515383635746781 0.0002758332902318588 0.00014101106861021711 0.00036314636124243289 -0.00023835213852088286 -0.00039694180874616725
leaf_weight=0.0010144963393902114 0.0015093688003079394 0.0010393619564888251 0.0012008527742485122 0.0015663745005303894 0.0011421111170773295 0.001000696232305412 0.0012234822664954591 0.0016958768455549614 0.0014152240802433099
leaf_count=316 311 231 460 939 131 332 198 640 352
internal_value=0 3.50793e-05 -2.38706e-05 -0.000127531 -0.00023045 -0.000390326 0.000141758 1.37315e-05 -0.000174117
internal_weight=0 0.0117933 0.010284 0.00632526 0.00475888 0.00361677 0.00395872 0.00291936 0.00241592
internal_count=3910 3594 3283 2214 1275 1144 1069 838 684
is_linear=0
shrinkage=0.00196078


Tree=6368
num_leaves=8
num_cat=0
split_feature=43 13 4 48 13 0 0
split_gain=1.44672e-05 3.71135e-05 3.2247e-05 5.76323e-05 7.27051e-05 6.12337e-05 3.1157e-05
threshold=-0.062599999999999989 0.17936000000000002 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -0.10209999999999998 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -6 -1
right_child=2 -3 3 -5 5 -7 -8
leaf_value=0.00015622443613241786 -0.017628419896287519 -0.010836409238967781 -0.010857923048356075 -0.014979328607535656 0.00313322384018747 0.03326095342707211 0.021465334001327982
leaf_weight=0.0013370066265595208 0.0012027238398935108 0.0010734677354334024 0.0015356945500837591 0.0017504548935888013 0.0015411940721138037 0.0011997978368706763 0.0014095457341948251
leaf_count=1037 227 206 1149 310 170 292 519
internal_value=0 0.00493 -0.00267804 0.000305324 0.00656136 0.0163209 0.0110922
internal_weight=0 0.00382002 0.00722987 0.00602714 0.00427669 0.00274099 0.00274655
internal_count=3910 1762 2148 1921 1611 462 1556
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=8
num_cat=0
split_feature=11 3 47 1 3 16 16
split_gain=1.39455e-05 2.73721e-05 2.86835e-05 3.54821e-05 4.26706e-05 2.87958e-05 1.17952e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.088010000000000019 0.045635000000000002 -0.014099999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.014478871306549535 -0.01124653162631651 -0.012310801213003875 -0.018805391569505892 0.026950633393548543 0.0016655598883760271 0.0058216310174015662 -0.0041187933864223715
leaf_weight=0.0013245173768076631 0.0010090083124878199 0.0019872998072273762 0.00100398945435187 0.0010287461478954046 0.0019002537944609722 0.0015659627587082006 0.0012009862306868785
leaf_count=247 279 1233 199 680 322 711 239
internal_value=0 0.00108792 -0.000953753 0.00239755 0.0105464 -0.00431963 -0.010806
internal_weight=0 0.0100118 0.00868724 0.00648226 0.002929 0.00355326 0.00220498
internal_count=3910 3631 3384 2946 1002 1944 438
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 3 3
split_gain=4.1608e-05 8.06952e-05 4.77971e-05 6.56296e-05 3.76142e-05 6.24632e-05 3.47104e-05 4.1423e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.15927500000000003 -0.0070149999999999995 -0.048154999999999996 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00048512644088663737 -0.00038908145193218552 0.0005132197061521799 -0.00039826275590184332 8.6311876649135006e-05 0.00021667776560978764 -0.000410932328315114 0.00027794356201077825 -0.00040960048743276357
leaf_weight=0.0010325386725392799 0.0010000334424602577 0.0011798465684452137 0.0011877999203812545 0.0016692280511848114 0.0016897547304357274 0.0018758361455825587 0.0013542743058269665 0.0010580446846131673
leaf_count=139 161 287 395 514 430 598 205 1181
internal_value=0 2.8584e-05 -2.93635e-05 2.11198e-05 -4.15318e-05 -0.00011477 2.13425e-05 -0.000106077
internal_weight=0 0.0110473 0.00986748 0.00867968 0.00764714 0.00595738 0.00408155 0.00272727
internal_count=3910 3749 3462 3067 2928 2498 1900 1695
is_linear=0
shrinkage=0.00196078


Tree=6371
num_leaves=9
num_cat=0
split_feature=48 2 4 133 52 12 4 0
split_gain=5.26192e-05 7.65773e-05 5.47161e-05 5.99135e-05 6.44696e-05 5.79712e-05 3.27541e-05 3.41628e-05
threshold=0.11930500000000001 0.11290500000000002 0.15927500000000003 0.090085000000000012 0.089525000000000007 0.088590000000000016 -0.011514999999999999 -0.12329499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00017059978932750707 -0.00043482585052428946 0.00038263428256432184 0.00026355355215155536 -0.00055151044227385627 0.0003163030927456454 -0.00054696122707802446 5.4508284245803409e-05 -0.00042513774812397376
leaf_weight=0.0016561139528061767 0.0010122712515582737 0.0019749769160001549 0.0018147672054210058 0.0010446555000045935 0.0014659571753629832 0.0011083173387536147 0.001112941047865133 0.0011722573203560597
leaf_count=733 161 545 316 595 506 577 94 383
internal_value=0 3.17313e-05 -4.21913e-05 -0.000115583 -4.56894e-05 -0.000150779 -3.93711e-05 -0.00019154
internal_weight=0 0.01135 0.00937501 0.00756024 0.00651559 0.00504963 0.00394131 0.0022852
internal_count=3910 3749 3204 2888 2293 1787 1210 477
is_linear=0
shrinkage=0.00196078


Tree=6372
num_leaves=10
num_cat=0
split_feature=48 48 51 0 4 4 2 43 3
split_gain=5.14264e-05 7.31979e-05 3.79534e-05 6.25773e-05 4.71933e-05 5.77602e-05 3.56329e-05 6.37864e-05 0.000115884
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.15927500000000003 -0.0070149999999999995 0.084235000000000018 0.013605000000000001 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.00047095097747133075 -0.00043285998294256573 0.00049089724090457712 -0.00034979819180161546 0.00032488646045092151 0.00024790492118709353 -0.00040621340307459578 0.00017237164491462124 0.00029417836311832857 -0.0007661255187088042
leaf_weight=0.0010470307315756161 0.0010006001901145542 0.0011894845388524125 0.0012063125344243609 0.001026505914303913 0.001704092206227679 0.0018834476558072209 0.0010034874121350676 0.0010538802597206522 0.0010200243956869908
leaf_count=139 161 287 395 670 430 598 323 199 708
internal_value=0 3.12057e-05 -2.37775e-05 2.12284e-05 -3.9992e-05 -0.000121932 8.53645e-06 -9.69864e-05 -0.000300712
internal_weight=0 0.0111343 0.00994478 0.00873847 0.00769144 0.00598735 0.0041039 0.00307739 0.00202351
internal_count=3910 3749 3462 3067 2928 2498 1900 1230 1031
is_linear=0
shrinkage=0.00196078


Tree=6373
num_leaves=8
num_cat=0
split_feature=4 12 47 3 15 12 3
split_gain=1.34684e-05 3.31778e-05 3.93046e-05 5.32178e-05 4.45836e-05 8.08021e-05 2.94273e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.088190000000000004 0.086935000000000012 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.018435758396624726 0.008484032929893524 0.0097341691840026057 0.01679503637999729 0.014881230428123605 0.008587724823556013 -0.032379577107836573 -0.010611759438636339
leaf_weight=0.0010285668956027004 0.001583876989418029 0.0011720993030688688 0.0012709910677129897 0.001443288725659353 0.0014456741250959007 0.0013133923256564792 0.00180655955041096
leaf_count=294 472 682 285 140 865 983 189
internal_value=0 -0.00147792 0.000585761 -0.00228317 -0.00660077 -0.0117166 -0.00260566
internal_weight=0 0.00948057 0.00845201 0.00718101 0.00573773 0.00429205 0.00297866
internal_count=3910 3438 3144 2859 2719 1854 871
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=9
num_cat=0
split_feature=484 4 12 47 13 1 48 15
split_gain=9.85991e-05 5.83997e-05 5.03918e-05 8.59592e-05 9.21524e-05 7.2465e-05 8.13486e-05 4.95024e-05
threshold=-1.0000000180025095e-35 0.27020000000000005 -0.036459999999999992 0.09550500000000002 -0.09547499999999999 0.09112000000000002 0.083775000000000002 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00058822843259294735 -0.00040658319900612638 0.00039043193606164893 0.00036030815869621605 0.00049049615253889719 -0.00042598286755825304 -0.0004869153117042962 0.00041209385071470456 7.2696853591388812e-05
leaf_weight=0.0010126500227204604 0.0010807981956767786 0.0016586766376860242 0.0017280622096774957 0.0013884477141325137 0.0015896871598324502 0.0017692215427522395 0.0012237361339987405 0.0014758204320666015
leaf_count=627 276 447 223 200 617 449 187 884
internal_value=0 4.90808e-05 -6.12632e-06 4.10469e-05 -3.90962e-05 -0.000153019 -1.52936e-05 -0.000185905
internal_weight=0 0.0119145 0.0102558 0.00917498 0.00778653 0.00605847 0.00428924 0.00306551
internal_count=3910 3283 2836 2560 2360 2137 1688 1501
is_linear=0
shrinkage=0.00196078


Tree=6375
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 3 3
split_gain=5.53922e-05 0.000101163 6.86461e-05 9.50067e-05 3.4439e-05 6.14507e-05 4.39053e-05 4.24166e-05
threshold=0.11930500000000001 0.091555000000000011 0.085845000000000019 -0.17106499999999999 0.15927500000000003 -0.0070149999999999995 -0.048154999999999996 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00055336712659093698 -0.00044039890456901197 0.00049508410630845088 -0.00052213280151532364 5.6283996024580314e-05 0.00017870285618474589 -0.00041975656996074421 0.00028784952816169143 -0.00043963675623350602
leaf_weight=0.0010975322547628211 0.0010481144665824482 0.0015580682237999787 0.0010275004662769404 0.0016763544129370783 0.0017658000884534361 0.0019463522217820182 0.0013826371653406781 0.0010970170047265933
leaf_count=139 161 322 379 509 427 593 199 1181
internal_value=0 3.0372e-05 -4.20826e-05 1.29329e-05 -6.24525e-05 -0.000132234 2.41924e-06 -0.000139879
internal_weight=0 0.0115513 0.00999319 0.00896569 0.00786816 0.00610236 0.00415601 0.00277337
internal_count=3910 3749 3427 3048 2909 2482 1889 1690
is_linear=0
shrinkage=0.00196078


Tree=6376
num_leaves=10
num_cat=0
split_feature=48 48 51 0 3 15 3 4 15
split_gain=6.65421e-05 0.000105315 5.07135e-05 5.91051e-05 5.69597e-05 7.6061e-05 0.000162859 5.75816e-05 0.000110731
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 -0.17106499999999999 -0.10315499999999998 0.088190000000000004 -0.076734999999999984 -0.029114999999999999 -0.091024999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=0.00041125877723849856 -0.00047626086103661565 0.00063727669500475285 -0.00042192947013234688 0.00025506351315893785 -0.00085555712126633406 0.00027705965732550118 0.0002714894864668331 0.0002032446017871886 -0.00066866453395608206
leaf_weight=0.0013091864387507453 0.0010630486158928901 0.0010224458374770559 0.0010914844265496196 0.0019578355911215317 0.0012436850993625837 0.001391236310400782 0.0014376890543133288 0.0011235809112892254 0.0011164322679464832
leaf_count=149 161 239 364 393 1157 716 154 351 226
internal_value=0 3.61233e-05 -2.14757e-05 2.41511e-05 -3.71267e-05 -0.000127748 -0.000242184 -3.47607e-05 -0.000231319
internal_weight=0 0.0116936 0.0106711 0.00957965 0.00827046 0.00631262 0.00492139 0.0036777 0.00224001
internal_count=3910 3749 3510 3146 2997 2604 1888 731 577
is_linear=0
shrinkage=0.00196078


Tree=6377
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 0 43 13 0
split_gain=5.43719e-05 7.91015e-05 5.8225e-05 5.32073e-05 4.31871e-05 6.73141e-05 4.40437e-05 4.20492e-05 5.11225e-05
threshold=0.11930500000000001 0.091555000000000011 0.081825000000000009 0.11260500000000001 0.088585000000000011 -0.10575999999999998 -0.06705499999999999 -0.014114999999999997 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7 -9
right_child=-2 -3 -4 -5 6 7 -8 8 -10
leaf_value=0.00051665925276227491 -0.00043450778910778594 0.00044327385257276358 -0.00041343852325674297 0.00039392563032635518 8.3635993828312107e-05 -0.00036178596253036145 -0.00041798153419328975 -0.00018790324861725689 0.00042639608937407449
leaf_weight=0.0010497072934568504 0.0010497652099266163 0.0015510346462615657 0.0013376864691827918 0.0012867203962027146 0.0010895067296580636 0.0011204317812735422 0.0017602676149285771 0.0010770209389685801 0.0010086191954499237
leaf_count=142 161 322 406 420 434 969 494 385 177
internal_value=0 3.20359e-05 -3.35188e-05 2.70385e-05 -3.93998e-05 8.56905e-05 -0.000226206 -5.54139e-05 0.000109173
internal_weight=0 0.011281 0.00972996 0.00839227 0.00710555 0.00425578 0.00284977 0.00320607 0.00208564
internal_count=3910 3749 3427 3021 2601 1673 928 1531 562
is_linear=0
shrinkage=0.00196078


Tree=6378
num_leaves=9
num_cat=0
split_feature=50 4 2 48 52 43 0 2
split_gain=1.43894e-05 3.24066e-05 3.64636e-05 3.40185e-05 3.53462e-05 2.75374e-05 4.89582e-05 3.57483e-05
threshold=0.088425000000000017 0.28937500000000005 0.11339500000000001 0.090910000000000005 -0.092084999999999986 -1.0000000180025095e-35 -0.077944999999999987 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=-0.015992342437834452 -0.011505828231928826 0.016350190286526761 -0.018089195348291908 0.018283523223834683 -0.020657082962079104 0.02071274340323466 0.0093083987624780207 -0.00048778019660057794
leaf_weight=0.00130538407579903 0.0010008391136525638 0.0012198344096813222 0.0010984110296098698 0.0010320427188414217 0.0011452972544644937 0.001334462542067164 0.0010406477321733818 0.0019687717563978855
leaf_count=472 689 396 331 261 989 177 267 328
internal_value=0 0.00106228 -0.00102721 0.00136733 -0.00120211 0.00231516 -0.00639162 0.00807695
internal_weight=0 0.0101449 0.00892502 0.00782661 0.00679456 0.00548918 0.00218594 0.00330323
internal_count=3910 3221 2825 2494 2233 1761 1256 505
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=8
num_cat=0
split_feature=52 43 52 0 16 3 4
split_gain=1.575e-05 2.97681e-05 2.00052e-05 3.38093e-05 4.26981e-05 3.66122e-05 3.01148e-05
threshold=-0.081429999999999989 -0.074254999999999988 -0.0066199999999999991 -0.083424999999999985 -0.089864999999999987 -0.090854999999999977 0.25367000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -5 -4
right_child=2 -3 3 5 -6 -7 -8
leaf_value=0.017389142800791634 -0.012313294546981067 -0.0040508886651025658 -0.01213215948318035 0.0069914173044042576 0.021391389238370223 -0.016830938036272124 0.0083670800786804621
leaf_weight=0.0013073776905886743 0.0015742665506398058 0.0012832045980979247 0.0012896621660661979 0.0010047462820119406 0.0012457853208637662 0.0018025651472327901 0.0016129201372993022
leaf_count=513 527 458 484 258 433 916 321
internal_value=0 0.00676916 -0.00213372 0.000170201 0.00590549 -0.00830484 -0.000741049
internal_weight=0 0.00259058 0.00852995 0.00695568 0.00414837 0.00280731 0.00290258
internal_count=3910 971 2939 2412 1238 1174 805
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=10
num_cat=0
split_feature=48 48 49 0 0 4 0 43 16
split_gain=5.27272e-05 8.36998e-05 3.54514e-05 4.4669e-05 9.51385e-05 5.48883e-05 3.87191e-05 4.33145e-05 7.87293e-05
threshold=0.11930500000000001 0.095285000000000009 -0.085974999999999982 -0.10071499999999999 -0.11756999999999999 0.056740000000000006 -0.077944999999999987 -0.16369999999999998 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -8 -9
right_child=-2 -3 3 6 -6 -7 7 8 -10
leaf_value=-0.00037420816197561153 -0.00042870557127677343 0.00056932843014575454 0.00018913871448142077 -0.00035487072252121562 0.0006588759954109575 -0.00038191499575939336 0.00033072939959378816 0.00025826004602707707 -0.00040250647906325793
leaf_weight=0.0010003762272917513 0.0010584135520678708 0.0010045683183199658 0.001779369556613993 0.0016131039779801069 0.0011148667232290296 0.0010169750142550006 0.0011267083055383677 0.001199678949190295 0.0016423306219543648
leaf_count=185 161 243 236 1579 140 177 109 688 392
internal_value=0 2.86365e-05 -2.31257e-05 1.38714e-05 0.000174552 -1.85422e-05 -9.87182e-05 5.3962e-06 -0.000123581
internal_weight=0 0.011498 0.0104934 0.00949303 0.00391121 0.00279634 0.00558182 0.00396872 0.00284201
internal_count=3910 3749 3506 3321 553 413 2768 1189 1080
is_linear=0
shrinkage=0.00196078


Tree=6381
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 12 52 0
split_gain=1.503e-05 3.89976e-05 7.42371e-05 5.87128e-05 3.46317e-05 4.32722e-05 3.49627e-05 3.03551e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 0.082870000000000013 -0.10628499999999998 0.090480000000000019 0.048490000000000012 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0098219815009907008 0.0079660511735275396 0.015965327836302969 -0.02850447010161138 0.019758168010167762 -0.021607275154589448 -0.024736387124764513 0.010895234595599308 0.0019342260506918533
leaf_weight=0.0013516733431397617 0.0017247676065053029 0.0011388168027823145 0.0010603386299715923 0.0012283872133024305 0.0011432669192198788 0.001226688891474904 0.0012008168975229799 0.001051478279209442
leaf_count=210 413 419 126 214 123 1017 625 763
internal_value=0 -0.00142843 -0.00372219 -0.000253384 -0.00412637 -0.0086386 -0.00282307 -0.0103288
internal_weight=0 0.00977456 0.00863574 0.00757541 0.00634702 0.00462225 0.00339556 0.00219475
internal_count=3910 3700 3281 3155 2941 2528 1511 886
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=10
num_cat=0
split_feature=11 13 39 0 42 0 49 16 0
split_gain=1.44723e-05 2.68119e-05 6.35933e-05 3.94611e-05 3.50074e-05 5.81459e-05 5.53397e-05 2.95856e-05 2.24126e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 0.088235000000000022 -0.10071499999999999 -0.010424999999999999 -0.057604999999999996 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0010932319319764633 -0.01143230141430461 -0.015209493663488805 0.021768182561997092 -0.021238072839379188 0.014151467013838945 -0.02369981793082367 -0.0001246841679489364 0.023851781457967784 0.021584821893831818
leaf_weight=0.0011004106191582189 0.001016062348925627 0.0012311722476754752 0.0010166970294317621 0.0012324563827132489 0.0011420363002895778 0.0012598423074342588 0.0010534033037444149 0.0010062684763683927 0.0010365154373846712
leaf_count=300 279 124 387 329 762 1406 143 74 106
internal_value=0 0.00108947 -0.00158595 -0.00501461 -0.00150229 -0.00543074 0.00156326 0.0115892 0.0110327
internal_weight=0 0.0100788 0.00794188 0.00692518 0.00569272 0.00455069 0.00329084 0.00205967 0.00213693
internal_count=3910 3631 3225 2838 2509 1747 341 217 406
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=9
num_cat=0
split_feature=159 2 12 15 51 151 4 3
split_gain=1.42479e-05 3.24498e-05 4.65866e-05 3.22524e-05 2.8131e-05 6.68245e-05 4.35276e-05 3.42786e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.09364500000000002 -0.017214999999999998 0.07919000000000001 -0.0008699999999999999 0.15927500000000003 -0.09113499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -7
right_child=1 4 -4 -5 -6 6 -8 -9
leaf_value=-0.011299396448968156 -0.026440765267282625 -0.020189078084445478 0.01171149755792672 -0.0038607528597407212 0.017556409833978721 0.015705924768373535 0.024189601836036731 -0.0074031244396929805
leaf_weight=0.0010221340532153783 0.001118674260391007 0.001085614875227626 0.0010053504787184094 0.0014557731191206505 0.001456520044204301 0.00101210627991222 0.0011511294614840748 0.0017548017475242561
leaf_count=633 370 399 249 698 338 239 284 700
internal_value=0 0.00109356 -0.00654362 -0.0136724 0.00532557 0.00176528 0.00784842 0.00104993
internal_weight=0 0.01004 0.0035798 0.00257445 0.00646017 0.00500365 0.00391804 0.00276691
internal_count=3910 3277 1317 1068 1960 1622 1223 939
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=8
num_cat=0
split_feature=1 0 133 2 3 48 1
split_gain=1.3472e-05 3.91839e-05 3.73839e-05 2.62295e-05 3.48255e-05 6.15739e-05 5.61398e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.11462500000000002 -0.074234999999999982 0.087645000000000015 0.096035000000000023
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=-0.020648298526366928 0.010273024165741725 0.011815584831066775 -0.011632695137014398 0.01378621604289593 -0.00067330758776765361 0.014033037827321746 -0.030044961762996949
leaf_weight=0.0011118515917700159 0.0018950978894828495 0.0015578542510251742 0.0012065096814664203 0.0016045965151800833 0.0013669574155170106 0.0010488733054880182 0.0012420251405477359
leaf_count=1009 796 452 547 413 198 154 341
internal_value=0 -0.00479484 0.00158156 0.00252483 -0.00072929 -0.00642948 -0.0146559
internal_weight=0 0.00387622 0.00276436 0.00715755 0.00555295 0.00365786 0.00260898
internal_count=3910 2008 999 1902 1489 693 539
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=10
num_cat=0
split_feature=11 43 2 52 13 52 16 0 4
split_gain=2.97493e-05 3.50655e-05 6.25236e-05 4.77129e-05 2.23687e-05 4.67166e-05 5.92208e-05 9.79001e-05 3.61903e-05
threshold=0.078340000000000007 -0.062599999999999989 0.093655000000000002 -0.088779999999999984 -0.09547499999999999 -0.072349999999999984 -0.19424999999999998 -0.15137999999999999 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 -7 -8 -3
right_child=-2 4 -4 -5 5 6 7 -9 -10
leaf_value=0.00030882506203798563 -0.00032622496154682167 0.0003836114365926563 0.00050343027213287236 -0.00025223522744229071 -0.00046315633186124958 -0.0003809246689115211 0.0006207822482086025 -0.00014503886114114394 -0.00013069145350560609
leaf_weight=0.0010026167196477906 0.0010254771150647974 0.0010024637583090652 0.001407972987158888 0.0013915279139013279 0.0012100288220499378 0.0012317973537250186 0.0010139367106262666 0.0017485422913566463 0.0011068365599887281
leaf_count=290 263 75 526 859 282 201 73 1063 278
internal_value=0 2.28084e-05 0.000175549 -1.72751e-05 -5.65965e-05 -0.000125632 -2.33821e-05 0.000136047 0.000113736
internal_weight=0 0.0111157 0.00380212 0.00239414 0.00731361 0.00520431 0.00399428 0.00276248 0.0021093
internal_count=3910 3647 1675 1149 1972 1619 1337 1136 353
is_linear=0
shrinkage=0.00196078


Tree=6386
num_leaves=9
num_cat=0
split_feature=11 13 39 1 1 2 49 0
split_gain=1.5343e-05 2.1602e-05 6.29815e-05 3.55918e-05 3.46529e-05 3.2778e-05 6.51479e-05 1.857e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 0.11593500000000001 0.10498500000000001 0.085355000000000014 -0.0090499999999999973 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0010087490562010878 -0.011762111143296318 0.0065547881070808656 0.022048287948777247 -0.022094715498796103 0.013774072601920784 0.005258823078762331 -0.023608869604654779 0.019715509450084073
leaf_weight=0.0010931918791839128 0.0010153170284833831 0.0015210349209083527 0.0010098914122918549 0.0010040275413714193 0.0011585971164361506 0.0013645102528731011 0.0018305189786812976 0.0010312449999323266
leaf_count=300 279 913 387 178 149 256 1342 106
internal_value=0 0.001139 -0.00127139 -0.00469505 -0.00172131 -0.00552806 -0.0112803 0.0100894
internal_weight=0 0.010013 0.00788858 0.00687869 0.00587466 0.00471606 0.00319503 0.00212444
internal_count=3910 3631 3225 2838 2660 2511 1598 406
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=11
num_cat=0
split_feature=48 48 51 2 159 2 2 12 47 16
split_gain=8.59251e-05 0.000118261 6.20501e-05 8.11484e-05 5.18863e-05 9.78264e-05 6.17926e-05 7.44609e-05 6.55572e-05 5.21597e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11260500000000001 0.085035000000000013 0.10113500000000002 0.086545000000000025 0.088965000000000002 0.09550500000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 9 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=9.3544773011583994e-05 -0.0005381400786598049 0.00067118635931130461 -0.00046585279645228856 0.00046938782570596984 -0.00044420247099409316 -0.00054696485296716548 0.00068800289170569654 -1.814441906349482e-05 0.00035885095829175868 -0.00046011136328086749
leaf_weight=0.0011872028996926011 0.0010729093215580904 0.0010446860292808472 0.0010792343354688377 0.0013828515154118712 0.0010819176596798341 0.0010132694828918999 0.0012487664232543468 0.001062668568565527 0.0010956635033978739 0.0014571849871547703
leaf_count=450 161 239 364 433 385 264 407 388 108 711
internal_value=0 4.17334e-05 -2.02513e-05 3.02138e-05 -4.43335e-05 1.69036e-05 0.000111319 0.000363356 -4.44461e-05 -0.000211546
internal_weight=0 0.0116534 0.0106088 0.00952953 0.00814667 0.00706476 0.00605149 0.00231143 0.00374005 0.00264439
internal_count=3910 3749 3510 3146 2713 2328 2064 795 1269 1161
is_linear=0
shrinkage=0.00196078


Tree=6388
num_leaves=10
num_cat=0
split_feature=4 0 157 160 12 48 4 15 49
split_gain=2.03115e-05 7.17488e-05 3.08244e-05 5.88495e-05 5.64955e-05 4.2172e-05 5.7099e-05 3.68537e-05 4.895e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11028500000000001 0.15927500000000003 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.0002699207302615486 0.00028457783060757501 0.00048358436779695143 -0.00047456949710167855 -0.0004376586824031913 -0.00018103386280579603 -0.00030563391680362882 0.00045694492614331794 -0.00025892696947406741 0.00035873928628779507
leaf_weight=0.0010230483917438209 0.0010357121726640535 0.0011442914334341492 0.0012099951377895586 0.0010210249017242705 0.0010900760671872238 0.0010305488767799473 0.0014726351869207063 0.0013463734147227914 0.0015853571490226583
leaf_count=192 474 223 750 354 173 94 189 975 486
internal_value=0 1.89954e-05 -3.52979e-05 -7.31347e-05 -8.76504e-06 5.83479e-05 0.000126617 5.66333e-06 0.000138815
internal_weight=0 0.010936 0.00979172 0.00875601 0.00754602 0.00652499 0.00549444 0.00402181 0.00267543
internal_count=3910 3718 3495 3021 2271 1917 1823 1634 659
is_linear=0
shrinkage=0.00196078


Tree=6389
num_leaves=10
num_cat=0
split_feature=48 16 15 2 133 42 160 12 1
split_gain=7.4395e-05 5.61623e-05 6.96782e-05 6.99914e-05 6.26118e-05 7.12416e-05 0.000108823 4.70819e-05 5.42816e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.11290500000000002 0.090085000000000012 0.085195000000000007 -0.026849999999999995 0.084100000000000022 0.089680000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00040173260087704172 -0.00051329519300474975 -0.0004730687740814696 0.00042638303993052109 0.00052401849487472302 -0.00047819592576351115 0.00036350271920463381 0.00019889471626170969 -0.00057536903784622903 -0.00036253931788049601
leaf_weight=0.0013816819955260054 0.0010543093391366483 0.0011547316225761122 0.0012347829620676905 0.0010132548437810475 0.001014368440631833 0.0019304248224960296 0.0012426337926111091 0.0011479204520316692 0.0014171678554874977
leaf_count=298 161 388 332 297 573 790 188 712 171
internal_value=0 3.08398e-05 -1.96222e-05 3.85531e-05 -2.30322e-05 4.31815e-05 -7.94472e-05 -0.00024348 -0.000100243
internal_weight=0 0.011537 0.0101553 0.00900055 0.0079873 0.00697293 0.00504251 0.00380772 0.0026598
internal_count=3910 3749 3451 3063 2766 2193 1403 1071 359
is_linear=0
shrinkage=0.00196078


Tree=6390
num_leaves=11
num_cat=0
split_feature=4 0 157 160 12 48 13 4 150 47
split_gain=3.03317e-05 7.75429e-05 2.5052e-05 7.46508e-05 5.66672e-05 4.77681e-05 6.06518e-05 5.74447e-05 3.86308e-05 7.12884e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.062769999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11028500000000001 -0.094679999999999986 -0.032604999999999995 0.085360000000000005 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 9 -9
right_child=1 -3 3 4 5 -7 7 8 -10 -11
leaf_value=-0.00033149833759408913 0.00025381747089461804 0.00049278329791705724 -0.00051659420111361837 -0.00042359523305214098 0.00056277028552973525 -0.00031514683125177556 -0.00031115666013902405 0.00067873451617580279 -0.0001343767252606876 -2.9244518376540918e-05
leaf_weight=0.0010115824395178575 0.0010389489917123134 0.0012048390736933362 0.0012281381675598186 0.001028030050428127 0.0010713381163469675 0.0010348249676070407 0.0012613056722901479 0.0011081703920559306 0.0010090596100979787 0.0010794517208048866
leaf_count=176 474 239 750 354 210 94 1048 355 103 107
internal_value=0 2.32132e-05 -3.417e-05 -6.80922e-05 4.45913e-06 7.14979e-05 0.000143859 4.31871e-05 0.000183 0.000329392
internal_weight=0 0.0110641 0.00985927 0.00882032 0.00759218 0.00656415 0.00552933 0.00445799 0.00319668 0.00218762
internal_count=3910 3734 3495 3021 2271 1917 1823 1613 565 462
is_linear=0
shrinkage=0.00196078


Tree=6391
num_leaves=8
num_cat=0
split_feature=43 43 12 4 48 13 4
split_gain=1.52852e-05 3.99649e-05 3.80578e-05 2.98113e-05 5.02303e-05 6.50499e-05 5.47307e-05
threshold=-0.062599999999999989 -0.093039999999999984 0.091650000000000023 -0.34687499999999999 0.086125000000000021 -0.014114999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.018462991910164619 -0.017096058859329695 0.015926481198276964 0.0088437303622849461 -0.013110492969580466 -0.014100342611124809 0.028915566092876033 0.0018289971616286009
leaf_weight=0.0010003058602696098 0.0012101604125374981 0.0017937751615222713 0.0010421221262740471 0.001262433509964956 0.0017643252353764785 0.0013476725515400804 0.0016708111421856369
leaf_count=332 227 1160 270 963 310 389 259
internal_value=0 0.00503522 -0.00453009 -0.00276939 9.85746e-05 0.00595048 0.0139224
internal_weight=0 0.0038362 0.00204243 0.0072554 0.00604524 0.00428092 0.00301848
internal_count=3910 1762 602 2148 1921 1611 648
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=10
num_cat=0
split_feature=48 48 49 151 160 133 13 2 1
split_gain=5.68374e-05 7.03076e-05 3.45692e-05 5.39851e-05 7.79789e-05 7.90951e-05 5.3824e-05 4.89467e-05 3.92536e-05
threshold=0.11930500000000001 0.095285000000000009 -0.084114999999999981 -0.076429999999999984 -0.064339999999999994 -1.0000000180025095e-35 -0.083924999999999986 0.095195000000000016 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 -8
right_child=-2 -3 3 4 5 6 7 -9 -10
leaf_value=-0.0003465105931004016 -0.00045364551939931503 0.00052539341153072592 0.00040396815176836089 0.00034971449751345274 -0.00058994485940907376 0.0002852159985291764 0.00017904158592532045 -0.00052514178245902305 -0.00028222696096677128
leaf_weight=0.0011006714234805233 0.0010183522080438332 0.0010039348893539192 0.001228735763896407 0.0016115103724992875 0.0011862126504571247 0.0014974763486487459 0.0016236885154014939 0.0010040878340536637 0.0012595173827836411
leaf_count=214 161 243 423 697 788 283 469 408 224
internal_value=0 2.96339e-05 -1.77134e-05 2.07404e-05 -3.68076e-05 -0.000131601 -3.0632e-05 -0.000152304 -2.24618e-05
internal_weight=0 0.0115158 0.0105119 0.00941123 0.00818249 0.00657098 0.00538477 0.00388729 0.00288321
internal_count=3910 3749 3506 3292 2869 2172 1384 1101 693
is_linear=0
shrinkage=0.00196078


Tree=6393
num_leaves=9
num_cat=0
split_feature=49 52 2 15 0 4 4 4
split_gain=1.42568e-05 4.49748e-05 6.27705e-05 3.55935e-05 3.5273e-05 0.000117372 5.88593e-05 3.47335e-05
threshold=0.10447000000000002 0.11401500000000002 0.11260500000000001 -0.10312999999999999 -0.10071499999999999 0.0057500000000000008 -0.025214999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=-0.019388908207371078 0.010419967595530221 -0.019980180638874842 0.020037833602328362 -0.014037987623245122 -0.0078209276483293781 0.031215450263803436 -0.02509220337916342 0.014431537777404047
leaf_weight=0.0010823377430956814 0.0011602945460332378 0.0011401981140876797 0.0014633730821750207 0.0010750665231269371 0.001568711427084501 0.0012275966015353607 0.0011031277080438902 0.0012687666037896118
leaf_count=299 378 566 400 190 596 111 651 719
internal_value=0 -0.00129458 0.00112951 -0.00264764 0.000254639 0.0100875 -0.00549114 0.00212917
internal_weight=0 0.00992918 0.00878898 0.00732561 0.00624327 0.00230266 0.00394061 0.00283748
internal_count=3910 3532 2966 2566 2267 301 1966 1315
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=9
num_cat=0
split_feature=43 13 1 12 16 0 4 12
split_gain=1.57642e-05 3.34914e-05 3.1827e-05 4.04622e-05 3.85668e-05 5.81164e-05 5.47995e-05 2.80482e-05
threshold=-0.062599999999999989 0.17936000000000002 0.11849500000000002 0.089995000000000006 -0.029944999999999996 -0.10209999999999998 0.0082450000000000006 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.02425200413824587 0.010813527654163454 -0.0098483729541411248 0.013109200923060425 -0.020074178348779875 -0.015785768124977586 0.021489738368966657 -0.021270262243151157 0.0033025287536521349
leaf_weight=0.001007730320629595 0.001043863387229344 0.0010745810895861521 0.0010696437024733064 0.0014667927672287464 0.0012869126083637095 0.0012681511412678103 0.001086425353971833 0.0017470084116143814
leaf_count=775 106 206 274 740 410 455 163 781
internal_value=0 0.00512523 -0.00281175 -0.00557985 -0.00104226 0.00454077 -0.00554888 0.0109662
internal_weight=0 0.00382932 0.00722179 0.00615215 0.00468535 0.00339844 0.00213029 0.00275474
internal_count=3910 1762 2148 1874 1134 724 269 1556
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=10
num_cat=0
split_feature=48 48 51 1 43 0 1 0 12
split_gain=5.97071e-05 8.02367e-05 4.19128e-05 6.12551e-05 4.62769e-05 7.56203e-05 6.40022e-05 7.44617e-05 8.41842e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 0.11198000000000001 -0.073139999999999983 -0.077944999999999987 0.092550000000000007 -0.10071499999999999 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9
right_child=-2 -3 -4 -5 6 -7 -8 8 -10
leaf_value=-0.00022694257280634557 -0.0004663135071136892 0.00050927882635082408 -0.00036483862111494873 0.00035400678446173057 0.00030269042175707045 0.00048300287747316543 -0.00061009339698077001 -0.00066969080344415107 8.8632747073619196e-05
leaf_weight=0.0010399963640161428 0.0010015171416947475 0.0012143091037404843 0.0012212667824115031 0.0017245949889645564 0.0014080894584928517 0.00129521800015741 0.0010031903341616208 0.0010729798757729099 0.0011838018715313449
leaf_count=773 161 287 395 421 192 288 331 635 427
internal_value=0 3.3456e-05 -2.4619e-05 2.2987e-05 -5.85285e-05 0.000166826 -0.000171263 -5.11412e-05 -0.00027191
internal_weight=0 0.0111634 0.00994914 0.00872787 0.00700328 0.00233521 0.00466806 0.00366487 0.00225678
internal_count=3910 3749 3462 3067 2646 1061 1585 1254 1062
is_linear=0
shrinkage=0.00196078


Tree=6396
num_leaves=11
num_cat=0
split_feature=484 133 42 133 3 3 3 15 16 4
split_gain=7.28933e-05 7.0652e-05 8.72086e-05 9.43259e-05 9.62534e-05 0.000124848 6.41579e-05 5.43284e-05 8.28061e-05 0.000106706
threshold=-1.0000000180025095e-35 0.10599500000000002 -0.090359999999999982 0.083815000000000014 -0.11266 -0.078884999999999997 -0.018854999999999997 -0.11399999999999998 -0.094359999999999986 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 -9 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11
leaf_value=-0.00051217811408852125 -0.00043875499949804701 -0.00046836366580623324 0.00047866798868366597 0.00064065248316281858 -0.00067021369559799383 0.00049332178195636166 0.00033661717843251572 -0.00058315418648853285 -0.00031362693004843227 0.00052808384082944236
leaf_weight=0.0010396176155338414 0.0011368128508627258 0.0010042827726758552 0.0017012946352356608 0.0012387062304835455 0.0010339920552820629 0.0011098942900819109 0.0011596186876209839 0.001153884336711819 0.0013103861267613759 0.0010375602220356883
leaf_count=627 348 480 279 469 705 394 195 115 239 59
internal_value=0 2.92539e-05 7.51776e-05 0.000135129 6.15163e-05 -4.27693e-05 6.96435e-05 -3.12346e-05 -0.000153047 5.8326e-05
internal_weight=0 0.0118864 0.0108821 0.00974534 0.00850663 0.00680534 0.00577134 0.00466145 0.00350183 0.00234795
internal_count=3910 3283 2803 2455 1986 1707 1002 608 413 298
is_linear=0
shrinkage=0.00196078


Tree=6397
num_leaves=10
num_cat=0
split_feature=48 48 2 2 4 52 1 1 52
split_gain=4.29239e-05 7.94703e-05 4.30226e-05 6.31479e-05 9.14856e-05 7.20068e-05 7.45297e-05 3.26146e-05 4.71827e-05
threshold=0.11930500000000001 0.095825000000000007 0.11260500000000001 0.10393500000000001 0.15927500000000003 0.089525000000000007 1.0000000180025095e-35 0.092550000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00060570593283054469 -0.00039226515220596304 0.00055267404523870857 0.00026082432751727301 -0.00051685840631691558 0.00047493512856423338 0.00027247181564182631 -0.00018026229660836568 -0.0003063372425957014 0.00038777377065777528
leaf_weight=0.0013939122129676268 0.0010321400370258233 0.0010025437414234459 0.0017015621754467589 0.0011106721248610651 0.0012245445868672641 0.0014767118770237951 0.0012669324729945109 0.0014259493285002063 0.0010106937172764986
leaf_count=1032 161 239 504 264 221 626 228 359 276
internal_value=0 2.49871e-05 -2.48697e-05 -7.94329e-05 -1.71361e-05 -0.000108792 -0.000219242 -7.37884e-05 7.1803e-05
internal_weight=0 0.0116135 0.010611 0.00890942 0.00779874 0.0065742 0.00509749 0.00370358 0.00227763
internal_count=3910 3749 3510 3006 2742 2521 1895 863 504
is_linear=0
shrinkage=0.00196078


Tree=6398
num_leaves=9
num_cat=0
split_feature=0 3 42 4 4 4 4 3
split_gain=1.6719e-05 3.63233e-05 3.53768e-05 4.83997e-05 7.66927e-05 7.29813e-05 2.42949e-05 3.71948e-05
threshold=-0.060094999999999989 -0.089974999999999986 0.090240000000000015 -0.077679999999999985 0.0057500000000000008 0.053925000000000008 -0.48072499999999996 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -2 -8
right_child=6 2 -4 4 5 -7 7 -9
leaf_value=-0.017110540749211551 -0.0068478869209042522 0.017120175978860164 0.017881862133577297 -0.024453914825131852 0.022442302334002108 -0.010242614755855809 0.025515416441618935 -0.00050329897819608414
leaf_weight=0.0014087258065340917 0.0010091535349928114 0.0010181252029884099 0.0010021020211114931 0.0016144167388149771 0.0011385782430206198 0.0017078934061234869 0.001049036625928903 0.0011536404182951872
leaf_count=585 208 472 710 900 129 408 215 283
internal_value=0 -0.00255695 0.0006064 -0.00255325 -0.00704339 0.00283123 0.00600138 0.0118883
internal_weight=0 0.00788984 0.00648112 0.00547901 0.00446089 0.00284647 0.00321183 0.00220268
internal_count=3910 3204 2619 1909 1437 537 706 498
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=10
num_cat=0
split_feature=484 52 52 160 133 151 47 42 4
split_gain=8.01381e-05 5.12424e-05 0.000106961 3.85149e-05 5.38353e-05 0.00010705 9.20963e-05 6.13333e-05 6.50857e-05
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.079234999999999986 -1.0000000180025095e-35 -0.0088999999999999982 0.09550500000000002 0.083725000000000008 -0.03614499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00053979873534674983 -0.00022661136983032252 -0.00034405585574379414 0.00056207156753020201 -0.00034009666052114068 -0.00047404673631870208 0.00023810416906703196 0.00074130483878463466 0.00047528654420323765 -0.00032157540449960899
leaf_weight=0.0010059330063350727 0.0010558962309382531 0.0013258974394641789 0.0017682674345056693 0.0013379411632228923 0.0010687377634159955 0.0015176357119214951 0.0010028036284014837 0.0011271498502724193 0.001686688729334761
leaf_count=627 379 595 430 746 190 231 89 376 247
internal_value=0 3.6568e-05 0.000267199 -3.52695e-05 1.76205e-05 9.23672e-05 0.00020585 8.18837e-05 -5.64993e-05
internal_weight=0 0.011891 0.00282416 0.00906685 0.00774096 0.00640302 0.00533428 0.00433147 0.00320432
internal_count=3910 3283 809 2474 1879 1133 943 854 478
is_linear=0
shrinkage=0.00196078


Tree=6400
num_leaves=10
num_cat=0
split_feature=15 15 151 12 15 160 15 43 13
split_gain=2.94556e-05 6.78581e-05 7.17915e-05 5.20308e-05 8.68555e-05 5.22692e-05 7.94484e-05 4.89109e-05 5.90038e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.076429999999999984 0.088325000000000015 0.024640000000000006 1.0000000180025095e-35 -0.017214999999999998 -0.087439999999999976 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5 -9
right_child=1 2 3 7 -6 -7 -8 8 -10
leaf_value=0.00031632778646410086 -0.00051529090938502698 0.00042430213253307793 -0.00019601591441737693 0.00045132259041382871 -0.00063331687808486424 -0.00038004702566851506 0.00047797852380303924 0.00029460843323700294 -0.00030876166274596602
leaf_weight=0.0010100626241912594 0.0010208211126781835 0.0014183284951501873 0.0014586269549745718 0.0012005727152679599 0.0012298371765258036 0.0011786395825216932 0.0012474775114148461 0.0011583449573730814 0.0013485741676496216
leaf_count=317 297 487 305 312 635 155 224 95 1083
internal_value=0 -3.32083e-05 1.48484e-05 -5.09796e-05 -0.000179186 -3.54168e-05 0.000114686 0.000125885 -2.9969e-05
internal_weight=0 0.0112612 0.0102404 0.00882207 0.00511458 0.00388474 0.0027061 0.00370749 0.00250692
internal_count=3910 3593 3296 2809 1319 684 529 1490 1178
is_linear=0
shrinkage=0.00196078


Tree=6401
num_leaves=9
num_cat=0
split_feature=13 48 0 1 16 43 13 1
split_gain=1.56403e-05 2.79186e-05 3.85138e-05 5.30882e-05 3.76877e-05 6.59013e-05 4.03226e-05 2.21033e-05
threshold=-0.23438999999999996 0.11028500000000001 -0.10575999999999998 0.10727500000000002 0.24895000000000003 -0.091614999999999988 -0.016579999999999998 0.086720000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -7 -2
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=0.0099716195866233967 0.010341167795269494 -0.015738853532770811 -0.031531421177202777 0.028015553089028734 0.010320952606832714 -0.01461174550443761 0.0080797000166137126 -0.010385855144768622
leaf_weight=0.001358665423382358 0.0010505306760397494 0.0012038142730421584 0.0010003421126446236 0.0010280358434741291 0.0013043911993986645 0.0014189258560950292 0.0017476510718649153 0.0010083288077045432
leaf_count=210 243 191 437 97 450 1424 679 179
internal_value=0 -0.00147986 0.000525836 0.00945686 -0.00451302 -0.00915657 -0.00208821 0.000190084
internal_weight=0 0.00976202 0.00855821 0.0030869 0.00547131 0.00416692 0.00316658 0.00205886
internal_count=3910 3700 3509 519 2990 2540 2103 422
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=10
num_cat=0
split_feature=457 16 52 42 47 4 3 52 0
split_gain=4.1814e-05 6.83735e-05 7.33698e-05 7.9994e-05 8.55121e-05 0.000109674 6.2596e-05 5.05684e-05 9.88644e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.048794999999999991 0.08622500000000001 0.092255000000000018 -0.0065549999999999992 -0.032959999999999996 -0.27466499999999994 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 6 -4 -3 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.0003899602470767742 0.00041856564729147642 -0.00018626840396509059 -0.00049082643659003136 0.0002138858843749756 0.00018604149767350225 -0.00092273794698489802 0.00014517638225780837 -0.00010878844472184403 0.00062650686217026789
leaf_weight=0.0010294462323698133 0.0014640825732710706 0.0010826086917237574 0.0012911685172950615 0.0015903709465684857 0.0010906235789984666 0.0012064692253174625 0.0011033988032028356 0.0012312744489624467 0.0016386992051672109
leaf_count=320 311 383 742 939 130 325 76 87 597
internal_value=0 2.22348e-05 -3.44611e-05 -0.000166148 -0.000294971 -0.000440653 -0.000197761 0.000174836 0.000311051
internal_weight=0 0.0116987 0.0102346 0.00628203 0.00469166 0.00360104 0.00239457 0.00395258 0.00286997
internal_count=3910 3590 3279 2212 1273 1143 818 1067 684
is_linear=0
shrinkage=0.00196078


Tree=6403
num_leaves=10
num_cat=0
split_feature=48 48 133 52 13 13 2 3 15
split_gain=4.99589e-05 8.29279e-05 3.58729e-05 0.000103251 7.93521e-05 8.18675e-05 6.46223e-05 6.23261e-05 3.2304e-05
threshold=0.11930500000000001 0.092755000000000018 -0.090054999999999982 0.11401500000000002 -0.083514999999999992 -0.012339999999999999 0.097360000000000016 -0.016619999999999996 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -9
right_child=-2 -3 3 -5 5 6 -8 8 -10
leaf_value=-0.00036857195345779638 -0.00042364323568312316 0.00051558023781116634 0.00044344002308029768 -0.00052657500205118902 -0.00051173458899327084 0.00053795655786826593 -0.00028463205378149439 0.00024409946570796669 -0.00023802276054526355
leaf_weight=0.0010561593993690969 0.0010094519505245208 0.0012150047765755933 0.0019010236298233748 0.0011835685422898904 0.0010564704907766757 0.0014588122722906821 0.0013000027624933382 0.001111834186398463 0.0010286786885935683
leaf_count=488 161 287 684 514 702 525 348 56 145
internal_value=0 3.16124e-05 -2.66276e-05 1.33207e-05 9.46517e-05 -1.66776e-05 9.00745e-05 0.000225411 1.24032e-05
internal_weight=0 0.0113116 0.0100965 0.00904039 0.00785682 0.0059558 0.00489933 0.00359933 0.00214051
internal_count=3910 3749 3462 2974 2460 1776 1074 726 201
is_linear=0
shrinkage=0.00196078


Tree=6404
num_leaves=9
num_cat=0
split_feature=2 160 133 16 16 1 1 47
split_gain=1.67869e-05 4.98935e-05 4.03855e-05 7.07891e-05 5.27224e-05 4.32668e-05 3.35282e-05 2.63071e-05
threshold=0.086545000000000025 0.084835000000000008 1.0000000180025095e-35 0.15100500000000003 -0.064504999999999993 0.10498500000000001 0.090355000000000005 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.017270675853341893 -0.010612783117311722 0.018184577433847635 -0.017445206872052515 0.025615612744431415 -0.022881694566802613 0.017468922016292073 0.012741785277819795 -0.0078632683650444162
leaf_weight=0.0014727863050522337 0.0010261860573549607 0.0016291294823670846 0.0012617436755527588 0.0010399346004369547 0.0010433917790090442 0.0011790769252422542 0.001163098007305529 0.0013260504570400825
leaf_count=902 365 345 773 296 295 226 533 175
internal_value=0 0.00279745 -0.00171897 0.00290783 -0.00436121 0.00440152 -0.00531133 0.0017648
internal_weight=0 0.00717946 0.00555033 0.00428859 0.00324865 0.00220526 0.00396193 0.00248915
internal_count=3910 2300 1955 1182 886 591 1610 708
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=8
num_cat=0
split_feature=157 160 133 2 16 2 160
split_gain=1.71962e-05 4.04283e-05 6.9843e-05 3.36664e-05 3.83005e-05 4.2241e-05 3.93951e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.15168999999999996 0.086650000000000019 0.069910000000000014
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=0.01218181995797263 -0.016606664635655653 -0.02035167538098193 0.021341829619517787 -0.0087146544657993093 -0.0085733000181272782 0.0013756773864021126 0.026955660907870979
leaf_weight=0.001037376831056004 0.0014797524609405548 0.0012707784946830204 0.0016448860624730952 0.0014307046227891168 0.001744898610634313 0.0014918675101171599 0.0010094332450234825
leaf_count=502 866 847 234 352 535 396 178
internal_value=0 -0.00133998 0.00128914 0.00504515 0.00838684 0.00336836 0.0116988
internal_weight=0 0.0100723 0.00859257 0.00732179 0.00589109 0.0042462 0.0025013
internal_count=3910 3408 2542 1695 1343 1109 574
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=10
num_cat=0
split_feature=48 48 474 43 160 3 12 43 0
split_gain=5.44614e-05 7.61476e-05 4.77572e-05 3.71564e-05 7.83091e-05 4.5249e-05 6.38765e-05 7.56432e-05 3.10808e-05
threshold=0.11930500000000001 0.092755000000000018 0.080165000000000014 0.12512500000000001 -1.0000000180025095e-35 -0.10315499999999998 0.092365000000000017 -0.073139999999999983 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -9
right_child=-2 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.0005657490709323771 -0.00044193379766998116 0.0005009023118700786 0.00037250542766109574 0.000258792693427725 0.00028703255315033055 0.00039201899385371856 -0.00052418097131069253 -2.0466016034163421e-05 -0.00044732554575007929
leaf_weight=0.0012587041561188828 0.0010140398936746816 0.0011929233137442903 0.0010507289629799249 0.0011568673864220799 0.0013571595045556517 0.0012929082174855692 0.0011445028872877792 0.0017360414951049928 0.0010539692354302314
leaf_count=709 161 287 476 260 288 415 489 191 634
internal_value=0 3.25235e-05 -2.30676e-05 -6.92491e-05 -0.000117635 -3.19732e-05 -0.000114794 -3.73845e-08 -0.000181719
internal_weight=0 0.0112438 0.0100509 0.00900015 0.00784329 0.00658458 0.00522742 0.00408292 0.00279001
internal_count=3910 3749 3462 2986 2726 2017 1729 1240 825
is_linear=0
shrinkage=0.00196078


Tree=6407
num_leaves=10
num_cat=0
split_feature=376 12 50 48 3 4 12 52 2
split_gain=2.92287e-05 5.13747e-05 5.03791e-05 8.6684e-05 0.000123842 9.74703e-05 0.000125872 5.93367e-05 6.09625e-05
threshold=0.048375000000000008 -0.0089849999999999982 0.083475000000000008 0.11379500000000002 0.10420500000000001 0.074650000000000008 0.092365000000000017 -0.0066199999999999991 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00045316359369882223 0.00030722332441412314 -0.00022040458437408187 -0.00039994941908149789 -0.00048917228492791911 0.00065479170263378096 0.00043068828689350888 -0.00072702431840524092 -6.6985877372862035e-05 0.00059948267121819846
leaf_weight=0.0010468144288724021 0.0010190969717964867 0.0018675510018940334 0.0010657874748163697 0.0010143469854666321 0.0013750336228588326 0.001594571931141613 0.0010569958656390837 0.0010775524653145576 0.0010340265097540983
leaf_count=354 206 608 680 109 174 309 695 496 279
internal_value=0 -3.97105e-05 3.20193e-06 5.08372e-05 0.000119258 8.20202e-06 -0.000125568 3.41993e-05 0.000259379
internal_weight=0 0.0111327 0.0100859 0.00902008 0.00800573 0.0066307 0.00503613 0.00397913 0.00211158
internal_count=3910 3704 3350 2670 2561 2387 2078 1383 775
is_linear=0
shrinkage=0.00196078


Tree=6408
num_leaves=8
num_cat=0
split_feature=43 3 3 160 16 0 51
split_gain=1.53124e-05 3.28473e-05 3.42385e-05 2.92753e-05 5.50699e-05 6.15686e-05 5.64762e-05
threshold=-0.062599999999999989 -0.075954999999999981 -0.10628499999999998 -0.026849999999999995 -0.055679999999999993 -0.10209999999999998 0.077145000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.010672383107225677 0.0093624541337718574 0.017748809141763244 -0.012697009336290137 -0.025092291423655867 -0.021339846742907381 0.014907472789669621 0.0058029378028143543
leaf_weight=0.0011849987085653709 0.0015603080505381334 0.0013278251012238491 0.0013312220428476204 0.0012231369672212405 0.0016747442518789601 0.0016736707141261175 0.0011460671722576014
leaf_count=235 429 532 995 248 500 873 98
internal_value=0 0.00502375 -0.00169134 -0.0027784 -0.00609158 0.000224951 -0.0101472
internal_weight=0 0.00384405 0.00251622 0.00727793 0.00571762 0.00404287 0.0023692
internal_count=3910 1762 1230 2148 1719 1219 346
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=10
num_cat=0
split_feature=484 52 52 160 42 3 1 0 0
split_gain=7.40299e-05 5.52954e-05 0.000105839 5.56852e-05 6.61071e-05 6.89582e-05 7.72879e-05 6.23838e-05 0.000125872
threshold=-1.0000000180025095e-35 -0.081429999999999989 -0.27466499999999994 -0.079234999999999986 -1.0000000180025095e-35 -0.11266 0.10113500000000002 -0.082074999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00052315737914935428 -0.00023226817014417871 -0.00041467990535624081 0.00055434634568219667 -0.00038912504108732125 0.00051232123620656303 -0.00046465385440886575 0.00033382643218801298 -0.00056653454334567319 0.00042315960741929899
leaf_weight=0.0010172401296618229 0.0010361029113575811 0.0013457914881270872 0.0018003264130874302 0.0012866865579470753 0.0012448733307434913 0.0011666412377193442 0.0017686445217205923 0.0010589435030446408 0.0012960338426659273
leaf_count=627 379 595 430 699 138 97 359 295 291
internal_value=0 2.7758e-05 0.000267008 -4.62653e-05 1.71226e-05 9.71077e-05 -5.97883e-07 -0.000168554 2.5764e-06
internal_weight=0 0.012004 0.00283643 0.00916761 0.00782182 0.00653514 0.00529026 0.00352162 0.00246268
internal_count=3910 3283 809 2474 1879 1180 1042 683 388
is_linear=0
shrinkage=0.00196078


Tree=6410
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 15 12 15
split_gain=1.52829e-05 2.76647e-05 5.70457e-05 5.22023e-05 3.48102e-05 3.80992e-05 8.29032e-05 2.80813e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11280000000000003 0.082870000000000013 -0.10628499999999998 0.088190000000000004 0.086935000000000012 -0.03231499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0098361276443234627 0.0080761784604048287 0.013209149972523114 -0.025206191979134186 0.01844729510143411 -0.012443346548469056 0.0077122522351932418 -0.037304632806486465 0.0092533741191751905
leaf_weight=0.0013617821047104016 0.0017279126361864515 0.0011344215983890701 0.0010534174677053572 0.0012341006331399763 0.0014774271869404259 0.0010966300814718791 0.0010417094668705414 0.001000476872335603
leaf_count=210 413 419 126 214 311 774 937 506
internal_value=0 -0.00147209 -0.00340158 -0.000370627 -0.00403119 -0.00856312 -0.0136342 -0.00368309
internal_weight=0 0.0097661 0.00863167 0.00757826 0.00634416 0.00461624 0.00351961 0.0024779
internal_count=3910 3700 3281 3155 2941 2528 1754 817
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=11
num_cat=0
split_feature=158 48 48 51 1 2 0 133 2 1
split_gain=0.000100183 6.25313e-05 8.40155e-05 7.32606e-05 7.30799e-05 6.95609e-05 8.04081e-05 6.76126e-05 5.79387e-05 3.04349e-05
threshold=1.0000000180025095e-35 0.11930500000000001 0.095825000000000007 0.089355000000000004 0.11198000000000001 0.10113500000000002 0.076335000000000014 -0.0056849999999999991 0.086545000000000025 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00031990119114682909 -0.00061105686145941065 -0.00042960797597877494 0.00061347940894819085 -0.00046397212332201915 0.0004449328532969981 -0.00069246973689103975 8.2395980503949381e-05 -0.00022870277155088287 0.00047021737489807259 0.00023589162971627818
leaf_weight=0.0010900522124017171 0.0010001462892632101 0.0010216625020319789 0.0010203634964332424 0.0010623618348823546 0.0017130067807356805 0.0010441591778160291 0.0010157561162304454 0.0010686140981687195 0.0019910355577970186 0.0011002721270563288
leaf_count=612 488 150 226 335 327 376 84 365 643 304
internal_value=0 3.46022e-05 7.73072e-05 2.30607e-05 8.04042e-05 -5.01976e-06 -0.000310379 0.000114793 0.000228699 6.98514e-06
internal_weight=0 0.0121273 0.0111056 0.0100853 0.0090229 0.00730989 0.00205992 0.00524997 0.00415992 0.00216889
internal_count=3910 3422 3272 3046 2711 2384 460 1924 1312 669
is_linear=0
shrinkage=0.00196078


Tree=6412
num_leaves=8
num_cat=0
split_feature=4 12 47 3 42 12 1
split_gain=1.6288e-05 3.88532e-05 4.2207e-05 5.96571e-05 4.75393e-05 6.12847e-05 5.53506e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.084685000000000024 0.084100000000000022 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.019911156590367574 0.0092419959942052921 0.013958436280423817 0.017461609768644089 0.015710505328700476 0.0057477583910219565 -0.029758462527355558 -0.016821764625306077
leaf_weight=0.0010393335196796491 0.0016001682830839468 0.0010241597771119158 0.0012601160404381462 0.0014570825415747037 0.0019551414655181484 0.0014344715756968505 0.0013600585705064311
leaf_count=294 472 265 285 140 1259 1060 135
internal_value=0 -0.00166123 0.000572634 -0.00237057 -0.00693351 -0.0134262 -0.00359989
internal_weight=0 0.00953036 0.00849103 0.00723091 0.00577383 0.00381869 0.00238422
internal_count=3910 3438 3144 2859 2719 1460 400
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=8
num_cat=0
split_feature=43 13 42 43 16 0 12
split_gain=1.38544e-05 3.47216e-05 3.03424e-05 2.99365e-05 3.43718e-05 9.9705e-05 2.96555e-05
threshold=-0.062599999999999989 0.17936000000000002 0.078965000000000021 0.052855000000000006 -0.055679999999999993 -0.15713499999999997 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.024388182574471392 -0.012565392717564475 -0.01058029230971546 -0.018456304390359817 0.013768411028995448 -0.014291150187542553 0.023633815495861771 0.0028786203576143688
leaf_weight=0.0010042068395643606 0.0017786765166849991 0.001064965058274977 0.0010411004004178175 0.0012577948731544901 0.0018514863504052932 0.0013297103579489381 0.0017720789565073278
leaf_count=729 171 206 784 295 453 445 827
internal_value=0 0.00477039 -0.00265617 -1.05622e-05 -0.00350483 0.00291996 0.0106588
internal_weight=0 0.00384125 0.00725877 0.00621767 0.00495987 0.00310839 0.00277629
internal_count=3910 1762 2148 1364 1069 616 1556
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=9
num_cat=0
split_feature=4 12 47 2 4 15 1 0
split_gain=1.44675e-05 3.3687e-05 3.35614e-05 5.02915e-05 4.90596e-05 8.12566e-05 2.2737e-05 1.50384e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.106285 -0.08422499999999998 -0.0063699999999999989 0.087225000000000011 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.018659809457850864 0.0087371710498564247 -0.021654876751881033 0.015645022797778543 0.014335066947886652 -0.0045348118212857058 0.021026587339569903 -0.025723521183259462 0.0043567684367755519
leaf_weight=0.001027138993450979 0.001594178237763917 0.0015337895302765751 0.0012499369301651837 0.0014785940656498247 0.0010111878435404742 0.0010858737903387482 0.0010145592197992222 0.0010788644828411322
leaf_count=294 472 597 285 437 684 348 172 621
internal_value=0 -0.0015591 0.000518883 -0.002106 -0.00635277 -0.000751941 -0.0151468 0.0127187
internal_weight=0 0.00947994 0.00845281 0.00720287 0.00572427 0.00419049 0.00202575 0.00216474
internal_count=3910 3438 3144 2859 2422 1825 856 969
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=10
num_cat=0
split_feature=15 403 12 12 2 3 16 2 13
split_gain=3.18097e-05 2.641e-05 5.62822e-05 5.54542e-05 4.97525e-05 0.000100524 3.76232e-05 3.21243e-05 9.95698e-06
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00040933787660755945 -0.00032588962337032096 0.00027453778829398314 -0.00028731028610361772 0.00012338984408063645 0.00028897845960364069 -0.00011442024726547829 6.1581699805820421e-05 0.00076959141759223393 -0.00056387934725165721
leaf_weight=0.0010310918338741421 0.0011021754025308294 0.0014059201883825498 0.0010010795727924467 0.0010941211095579599 0.0011308968957483864 0.0017766843718665794 0.0017753127133198817 0.0010142099035849365 0.0010008107048523165
leaf_count=542 630 388 213 248 197 222 542 326 602
internal_value=0 2.31814e-05 -1.27897e-05 -0.000231573 8.78847e-05 0.000230518 -0.000111437 0.000516213 -0.000425576
internal_weight=0 0.0112301 0.00982421 0.00309601 0.0067282 0.00392179 0.0028064 0.00214511 0.00200189
internal_count=3910 3280 2892 1063 1829 745 1084 523 815
is_linear=0
shrinkage=0.00196078


Tree=6416
num_leaves=10
num_cat=0
split_feature=48 48 51 0 43 3 49 16 3
split_gain=4.05155e-05 8.76264e-05 8.29242e-05 7.93757e-05 4.19768e-05 5.75875e-05 7.17475e-05 5.76817e-05 5.55071e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.00046276698941660294 -0.0003812935517546629 0.00058050283433651968 -0.0005638271840372488 0.00019978836500132835 0.00030339769926916938 -0.00064983727570108024 -0.00018123097430141748 -0.00042951266925595936 0.00037632967616394678
leaf_weight=0.0013896943320418501 0.0010220039769333099 0.0010006672756544951 0.0010000021385626482 0.0018052100525559004 0.0011456220544703395 0.0011056871102381799 0.0015048229375599809 0.0012856433430584869 0.001262324575397206
leaf_count=152 161 239 357 386 234 440 1236 338 367
internal_value=0 2.60893e-05 -2.67522e-05 2.9788e-05 -4.44117e-05 -0.000101631 -0.000207113 -8.63283e-05 7.31185e-05
internal_weight=0 0.0114997 0.010499 0.009499 0.00810931 0.00696369 0.00515848 0.00405279 0.00276715
internal_count=3910 3749 3510 3153 3001 2767 2381 1941 1603
is_linear=0
shrinkage=0.00196078


Tree=6417
num_leaves=10
num_cat=0
split_feature=48 4 12 3 2 0 1 4 16
split_gain=6.62428e-05 0.000101733 9.61439e-05 0.000100429 5.77738e-05 5.22616e-05 4.81947e-05 7.66633e-05 8.7193e-05
threshold=0.11930500000000001 0.28937500000000005 -0.036459999999999992 0.10420500000000001 0.095195000000000016 -0.06402999999999999 0.092550000000000007 0.0021050000000000005 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00057638162069768785 -0.00049748528574808794 0.00053646386602565466 0.00016251080910632858 0.0004649919594274639 -0.00037975648185101626 0.00039814208741453691 -0.00043472411903374032 0.00049444485627045853 -0.00055718395753638313
leaf_weight=0.0011452325673185796 0.0010149565770977568 0.0013249016339103503 0.0015600645942712393 0.0016468772778927866 0.0017665891580635924 0.0011567343425065279 0.001061828796750563 0.0010270315256262702 0.0011060758673462593
leaf_count=275 161 388 533 141 682 160 282 217 1071
internal_value=0 2.45499e-05 -4.02264e-05 2.56191e-05 -6.86193e-05 2.4357e-05 -6.65725e-05 3.92752e-05 -0.000136062
internal_weight=0 0.0117953 0.0104704 0.0093252 0.00767832 0.00591174 0.004755 0.00369317 0.00266614
internal_count=3910 3749 3361 3086 2945 2263 2103 1821 1604
is_linear=0
shrinkage=0.00196078


Tree=6418
num_leaves=9
num_cat=0
split_feature=2 160 133 42 13 1 47 16
split_gain=1.44394e-05 3.59546e-05 4.11362e-05 6.48503e-05 7.09412e-05 3.17376e-05 2.88509e-05 7.85857e-06
threshold=0.086545000000000025 0.084835000000000008 1.0000000180025095e-35 0.060615000000000009 -0.00059999999999999995 0.090355000000000005 0.09252500000000001 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -7 -6
right_child=1 -3 -4 -5 7 6 -8 -9
leaf_value=-0.01659711210197036 0.017484109113715812 0.015682736588366452 -0.01713298327907951 0.02354616620841099 -0.0082144370795129203 0.013359189184655321 -0.008253869674434566 -0.020448941443624965
leaf_weight=0.001469271875876625 0.0010252805824837665 0.00162076144872462 0.0012600425305731395 0.0011658929091475419 0.001006623208623628 0.0011702369256634351 0.0013079265972284391 0.0010973431037734594
leaf_count=902 330 345 773 344 175 533 175 333
internal_value=0 0.00257803 -0.00124536 0.00341551 -0.00408476 -0.004952 0.00195224 -0.0145955
internal_weight=0 0.00717594 0.00555518 0.00429514 0.00312925 0.00394744 0.00247816 0.00210397
internal_count=3910 2300 1955 1182 838 1610 708 508
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=10
num_cat=0
split_feature=48 48 51 0 43 43 2 4 12
split_gain=4.49299e-05 0.000102341 4.50653e-05 6.57896e-05 3.83585e-05 4.61905e-05 9.03451e-05 6.0132e-05 5.03743e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -5 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.00042113041555349632 -0.00040248656201527386 0.00062407626385723879 -0.00041222350376411481 0.00046225804057167211 0.00027917745543923117 -0.00022831602338012734 -0.00056409059186507437 -0.00014691731729537982 0.00032533024754299227
leaf_weight=0.0013154355427207288 0.0010107985524550655 0.0010123446990658808 0.0010591869556398478 0.0010536612746155736 0.0011568325424781882 0.0014878115520396517 0.001812845710092876 0.0015241742333522788 0.001098223828219746
leaf_count=149 161 239 364 221 234 705 777 622 438
internal_value=0 2.86629e-05 -2.86986e-05 1.42928e-05 -5.15049e-05 -0.000106336 -0.000228471 0.000102076 6.80355e-06
internal_weight=0 0.0115205 0.0105082 0.00944898 0.00813355 0.00697672 0.00439888 0.00257784 0.00258604
internal_count=3910 3749 3510 3146 2997 2763 1920 843 1143
is_linear=0
shrinkage=0.00196078


Tree=6420
num_leaves=9
num_cat=0
split_feature=157 4 160 133 2 160 43 1
split_gain=1.52094e-05 3.89889e-05 7.1252e-05 3.68954e-05 5.69642e-05 5.37242e-05 9.67421e-05 5.08415e-05
threshold=-0.07453499999999999 -0.39075499999999991 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 0.087825000000000014 -0.089949999999999988 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=0.011401813245779779 0.013987296641570161 -0.0263890166360745 -0.016449233123856336 -0.011195766540699913 -0.015686039537933402 -0.010670181478873541 0.039530044410809248 0.01167363940047195
leaf_weight=0.0010438870424910552 0.0014347835480299507 0.0012033410539676387 0.0011716276026182363 0.0011062676512102756 0.0013072565786814948 0.0011973229603431165 0.00117522720854836 0.001480665357851648
leaf_count=502 195 815 836 275 335 267 326 359
internal_value=0 -0.00127861 -0.00381321 -0.000161014 0.00288423 0.00777911 0.0136507 0.024
internal_weight=0 0.0100765 0.00864171 0.00743837 0.00626674 0.00495948 0.00376216 0.00265589
internal_count=3910 3408 3213 2398 1562 1227 960 685
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=10
num_cat=0
split_feature=15 15 151 12 15 2 4 43 13
split_gain=3.20591e-05 6.22942e-05 4.94588e-05 5.81891e-05 0.000109036 6.07461e-05 6.43572e-05 5.70613e-05 4.67033e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.076429999999999984 0.088325000000000015 0.024640000000000006 0.086545000000000025 0.00046500000000000008 -0.087439999999999976 -0.094679999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -5 -9
right_child=1 2 3 7 -6 6 -8 8 -10
leaf_value=0.00033086736605648687 -0.00049499108312934473 0.000352519034981363 -0.00032609544649957076 0.000503444575001236 -0.0006847408695930912 0.00046452765481762445 -0.0001884661574774811 0.00026888220391368749 -0.00026581744197366573
leaf_weight=0.00101376208737916 0.0010210350795870201 0.0014198864589061227 0.0014840330305956602 0.0011689865968217881 0.0012359577154776131 0.0013326016253857942 0.0010278656534113511 0.001160865561171143 0.0013683125558317222
leaf_count=317 297 487 219 312 635 279 186 95 1083
internal_value=0 -3.32336e-05 1.29957e-05 -4.192e-05 -0.000178121 -1.52488e-05 0.000180181 0.00014519 -2.03961e-05
internal_weight=0 0.0112195 0.0101985 0.00877862 0.00508046 0.0038445 0.00236047 0.00369816 0.00252918
internal_count=3910 3593 3296 2809 1319 684 465 1490 1178
is_linear=0
shrinkage=0.00196078


Tree=6422
num_leaves=9
num_cat=0
split_feature=1 0 133 15 15 16 3 47
split_gain=1.813e-05 4.8758e-05 5.54506e-05 2.96292e-05 5.77413e-05 6.22152e-05 8.45337e-05 5.94803e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 -0.09601999999999998 0.076695000000000013 0.08801500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.021907834246206098 0.03174577363693519 0.014599494619395491 -0.014759441744515359 -0.011552840335186986 0.026290102228606158 0.0093429505021879449 -0.025247705284319546 -0.002001705544379334
leaf_weight=0.0012442363269358457 0.0010013328109028151 0.0015128852105162661 0.0011192542305729497 0.0011881551109718834 0.0011132767879651478 0.001362311995554828 0.0014676066300133364 0.001091619861163753
leaf_count=1044 320 435 529 532 337 408 171 134
internal_value=0 -0.00559562 0.00211531 0.00288179 0.0057231 0.001072 -0.0085959 0.0141441
internal_weight=0 0.00387638 0.00263214 0.0072243 0.00603615 0.00492287 0.00282992 0.00209295
internal_count=3910 2008 964 1902 1370 1033 579 454
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=9
num_cat=0
split_feature=1 52 0 12 2 16 52 1
split_gain=1.5679e-05 3.49565e-05 5.13748e-05 6.20942e-05 4.90628e-05 3.9744e-05 2.01395e-05 1.98449e-05
threshold=0.12730000000000002 0.11401500000000002 -0.077944999999999987 0.089995000000000006 0.089785000000000018 0.15737500000000001 -0.0066199999999999991 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -4 -6 -1
right_child=-2 -3 5 -5 6 -7 -8 -9
leaf_value=0.0012369748630319173 0.010541281755384286 -0.017335300644727675 0.023688113116215301 -0.026624414317732981 0.0021002306478810763 0.00024835546730081097 0.02133902198461031 -0.016877918940571276
leaf_weight=0.0010373587658858599 0.0012367159538358352 0.0012082183450123794 0.0014122847965527667 0.0010511424018719278 0.0011477953936332521 0.001482955875279432 0.0010345494004909024 0.0014501434421867201
leaf_count=847 345 576 518 484 238 419 201 282
internal_value=0 -0.00140604 0.000827659 -0.00466551 0.000277245 0.0116822 0.0112205 -0.0093235
internal_weight=0 0.00982445 0.00861623 0.00572099 0.00466985 0.00289524 0.00218234 0.0024875
internal_count=3910 3565 2989 2052 1568 937 439 1129
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=9
num_cat=0
split_feature=1 4 16 16 49 4 1 43
split_gain=1.62531e-05 4.08559e-05 2.95823e-05 4.43496e-05 3.55809e-05 3.92769e-05 5.28165e-05 5.17296e-06
threshold=0.076710000000000014 -0.082054999999999975 0.081265000000000018 -0.0083999999999999995 -0.047309999999999998 1.0000000180025095e-35 0.10752500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 -7 -1
right_child=2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00051377409587653646 0.015917308964609099 -0.016077850059847801 -0.010702646151250456 0.02456452752568106 0.012081019012686834 -0.028141104243750038 0.0019321638405267489 0.0096149816838237492
leaf_weight=0.0010125890722902185 0.0012975614239709092 0.0018393799113563675 0.0013314043885206172 0.0010375248653548778 0.0011111567132232464 0.0010046897350147023 0.0013946735033839399 0.0010043580223455407
leaf_count=435 231 1487 381 329 484 152 325 86
internal_value=0 -0.00529951 0.00274989 0.00581386 0.0017677 -0.00346229 -0.0106605 0.00452994
internal_weight=0 0.00385633 0.00717701 0.00584561 0.00480808 0.00351052 0.00239936 0.00201695
internal_count=3910 2008 1902 1521 1192 961 477 521
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=9
num_cat=0
split_feature=49 52 13 47 13 12 0 16
split_gain=1.57849e-05 3.82459e-05 6.00425e-05 4.15573e-05 4.53553e-05 3.9731e-05 3.35786e-05 2.42814e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.09252500000000001 -0.014114999999999997 0.086865000000000012 -0.22851499999999997 -0.071319999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 -6 -1
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.026967923445051663 0.011003575913397755 -0.018530014472265093 -0.018130166225795698 -0.019867974493909091 0.011643339072749297 0.019301893832490896 -0.0099658640601224813 0.0050045085954559289
leaf_weight=0.0010122975824110743 0.0011547997908486771 0.0011456678179883875 0.0010825427782676922 0.0012780591891232247 0.0011779218216218523 0.0013097093328737161 0.0018460886374307493 0.0010011788143095969
leaf_count=225 378 566 1173 212 102 618 495 141
internal_value=0 -0.00135399 0.00090583 -0.00364819 0.000179139 0.00475272 -0.00154858 0.0160469
internal_weight=0 0.00985347 0.0087078 0.00669432 0.00541626 0.00433372 0.00302401 0.00201348
internal_count=3910 3532 2966 2600 2388 1215 597 366
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=9
num_cat=0
split_feature=43 1 12 52 2 3 3 4
split_gain=1.52688e-05 3.15235e-05 4.57169e-05 3.8596e-05 5.0588e-05 3.08454e-05 2.61898e-05 8.01569e-06
threshold=-0.057994999999999998 0.11849500000000002 0.089995000000000006 -0.074484999999999982 0.086650000000000019 -0.076734999999999984 -0.10628499999999998 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 -1 -6
right_child=1 -3 -4 4 7 -7 -8 -9
leaf_value=0.008963516113825851 -0.01607167674051482 0.013220419419374822 -0.020983829515705342 -0.0099197920567434348 0.020824738109960578 0.016936924725722526 -0.011862716670609903 0.0083152924378113516
leaf_weight=0.0011728685261932349 0.0012083257192195239 0.0010521859954470397 0.0014563828230998149 0.001405689313324035 0.0010480157687655129 0.0013899372612001153 0.0012445571998762153 0.0010019378188263904
leaf_count=235 250 271 733 513 193 558 981 176
internal_value=0 -0.00276862 -0.00551739 -0.000687806 0.00469143 0.00506662 -0.0017584 0.0147106
internal_weight=0 0.00717254 0.00612035 0.00466397 0.00345564 0.00380736 0.00241743 0.00204995
internal_count=3910 2136 1865 1132 882 1774 1216 369
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=10
num_cat=0
split_feature=48 48 51 0 159 2 133 13 4
split_gain=5.80055e-05 8.5028e-05 6.39241e-05 6.39842e-05 4.26945e-05 8.93977e-05 7.22748e-05 9.28377e-05 4.71457e-05
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 -0.17106499999999999 0.090705000000000022 0.10393500000000001 -0.0023199999999999996 -0.080649999999999986 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=0.00043438489582806207 -0.00045242694161628887 0.00057294731649154735 -0.00047731476205512067 -0.00027083847756696885 -0.00041388356845423966 -0.00041538215901380012 0.00070495311183207433 0.00031965454571227935 -0.00016453168305784898
leaf_weight=0.0012928677479543916 0.0010449060318631015 0.0010116952833604314 0.0010662849267300085 0.0013276050479979519 0.0010035198054010068 0.0014551711015876323 0.0012417052049271313 0.0015014355329806112 0.0015940303488066274
leaf_count=149 161 239 364 745 398 455 541 660 198
internal_value=0 3.00978e-05 -2.22935e-05 2.92321e-05 -3.52488e-05 1.81178e-05 0.000129475 0.000252011 7.03197e-05
internal_weight=0 0.0114943 0.0104826 0.00941633 0.00812347 0.00711995 0.00566478 0.00433717 0.00309547
internal_count=3910 3749 3510 3146 2997 2599 2144 1399 858
is_linear=0
shrinkage=0.00196078


Tree=6428
num_leaves=10
num_cat=0
split_feature=4 0 4 43 160 160 13 49 3
split_gain=3.92418e-05 6.22859e-05 4.01694e-05 3.30919e-05 3.84207e-05 4.32956e-05 9.2932e-05 6.63739e-05 2.66379e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-0.00036814907822627855 -0.00038519676158767143 0.00045048626198795113 -0.00025416443790240301 -0.000293288382539416 0.00061673423648735224 -0.00017325874466890456 -0.00037731481731989499 0.00045515470108334257 5.6717915232418667e-05
leaf_weight=0.0010206664802732456 0.0010253913971505447 0.0012269663302433157 0.0012090842573616711 0.0011096522545842166 0.0015221997183084775 0.0014675016076847172 0.0010452268797874835 0.0010161621846210007 0.0017667806967349433
leaf_count=176 498 239 602 606 453 323 219 494 300
internal_value=0 3.3179e-05 -1.7207e-05 2.40921e-05 6.79671e-05 0.000125094 0.000206926 4.39739e-05 0.000202203
internal_weight=0 0.011389 0.010162 0.00913661 0.00802696 0.00681787 0.00535037 0.00382817 0.00278294
internal_count=3910 3734 3495 2997 2391 1789 1466 1013 794
is_linear=0
shrinkage=0.00196078


Tree=6429
num_leaves=9
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split_feature=11 49 13 1 43 13 52 16
split_gain=1.44335e-05 2.13599e-05 2.61195e-05 5.41737e-05 8.40639e-05 4.61148e-05 4.34863e-05 4.89866e-05
threshold=0.077330000000000024 0.10447000000000002 -0.094679999999999986 0.11684000000000001 -0.083899999999999988 -1.0000000180025095e-35 -0.069134999999999988 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 7 -9
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leaf_weight=0.0019078447290777354 0.0010168484774287943 0.0010424529022983057 0.0016480699504466704 0.0010484807515186217 0.0011284210127203661 0.0010340138079247187 0.0010140708032319169 0.0011685893548524081
leaf_count=359 279 362 690 276 1471 155 126 192
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internal_weight=0 0.00999194 0.00894949 0.00704165 0.00599316 0.00434509 0.00321667 0.00218266
internal_count=3910 3631 3269 2910 2634 1944 473 318
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=10
num_cat=0
split_feature=150 4 1 0 52 133 15 4 2
split_gain=4.50176e-05 0.00010247 0.000131087 3.80936e-05 0.000177635 5.23005e-05 6.61744e-05 7.28302e-05 8.43665e-05
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decision_type=2 2 2 2 2 2 2 2 2
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leaf_weight=0.0010026674583786194 0.0014088135462825653 0.0010431920390579586 0.0010060591287855021 0.0010700119734246049 0.001430174753735582 0.0014901715480720992 0.0010422247722791679 0.0015397178316302346 0.0015753908454133137
leaf_count=169 172 164 322 447 266 682 513 961 214
internal_value=0 2.437e-05 0.000422242 -6.09478e-05 -0.000251375 1.95314e-05 -5.57772e-05 -0.000182851 1.61911e-05
internal_weight=0 0.0116058 0.00204925 0.00955651 0.00283899 0.00671752 0.0056475 0.00415733 0.00261762
internal_count=3910 3741 486 3255 438 2817 2370 1688 727
is_linear=0
shrinkage=0.00196078


Tree=6431
num_leaves=10
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split_feature=15 15 151 12 42 16 0 43 13
split_gain=3.97723e-05 5.92908e-05 7.02685e-05 4.12038e-05 8.28125e-05 6.66235e-05 7.02934e-05 5.46008e-05 6.42875e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -5 -9
right_child=1 2 3 7 -6 6 -8 8 -10
leaf_value=0.00036398296762313705 -0.00048537243199733366 0.00040568260909063273 -0.00045327723789538718 0.00045323058714628932 -0.00066624907866539825 0.00041888531973923728 -0.00017952057232597859 0.0002776514036581989 -0.0003529635430927326
leaf_weight=0.0010257395753478686 0.0010401003193893409 0.0014517629948298796 0.0011345510644031019 0.0011514860908695109 0.0010415338129230196 0.0014335231405082517 0.0015938235311585341 0.0011514942791343023 0.0013504151809773878
leaf_count=317 297 487 114 312 593 126 486 95 1083
internal_value=0 -3.919e-05 5.82824e-06 -5.97137e-05 -0.000171777 -4.8033e-05 0.000103839 9.98948e-05 -6.27254e-05
internal_weight=0 0.0113487 0.0103086 0.00885683 0.00520343 0.0041619 0.00302735 0.0036534 0.00250191
internal_count=3910 3593 3296 2809 1319 726 612 1490 1178
is_linear=0
shrinkage=0.00196078


Tree=6432
num_leaves=10
num_cat=0
split_feature=48 48 51 0 40 3 42 3 0
split_gain=5.20713e-05 9.08107e-05 8.08508e-05 8.27405e-05 4.51523e-05 7.32051e-05 5.3506e-05 9.44946e-05 8.66064e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=0.00052387673378847253 -0.00043336960840273451 0.00046418652568214403 -0.00056484814032957745 -0.000392256937970614 0.00033375111045628623 0.00049571090476269674 0.00025691327403188214 -5.9249384265352808e-05 -0.00070904926925516223
leaf_weight=0.0010965748227551751 0.0010177420011706602 0.0015919124107024911 0.0010141023249251096 0.0012533885357331777 0.0010123759532665415 0.0010238087720013276 0.0014182420257858363 0.0017533332958495171 0.0014331853034387887
leaf_count=139 161 322 379 299 371 116 256 865 1002
internal_value=0 2.91997e-05 -4.00117e-05 1.91857e-05 -5.09192e-05 1.35037e-05 -7.4386e-05 -0.000164117 -0.000351507
internal_weight=0 0.0115969 0.010005 0.00899091 0.00789433 0.00664095 0.00561714 0.00460476 0.00318652
internal_count=3910 3749 3427 3048 2909 2610 2494 2123 1867
is_linear=0
shrinkage=0.00196078


Tree=6433
num_leaves=10
num_cat=0
split_feature=376 12 50 48 3 4 12 52 2
split_gain=3.10206e-05 4.86193e-05 5.5205e-05 8.43326e-05 0.000111323 9.58067e-05 0.000110723 5.41643e-05 3.29432e-05
threshold=0.048375000000000008 -0.0089849999999999982 0.082310000000000008 0.11379500000000002 0.10420500000000001 0.074650000000000008 0.092365000000000017 -0.0066199999999999991 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0004445515393852904 0.00031769156916266192 -0.00021063350705090533 -0.00041830828783179762 -0.00047841540019824205 0.00063074146667296555 0.00043631929984613643 -0.00068159421563049718 8.8619174736513378e-06 0.00050381663345082568
leaf_weight=0.0010326374730124334 0.0010213726726542851 0.0018460568375404064 0.001071057815174776 0.0010180359143312822 0.0013639749454875593 0.0015756255915104524 0.0010572166657081637 0.0010551292186923708 0.0010137207033461314
leaf_count=354 206 604 688 109 174 309 694 493 279
internal_value=0 -3.9489e-05 2.33587e-06 5.2789e-05 0.000121141 1.49855e-05 -0.000118532 3.35227e-05 0.000251386
internal_weight=0 0.0110335 0.0100008 0.00892976 0.00791172 0.00654775 0.00497212 0.00391491 0.00206885
internal_count=3910 3704 3350 2662 2553 2379 2070 1376 772
is_linear=0
shrinkage=0.00196078


Tree=6434
num_leaves=8
num_cat=0
split_feature=52 15 52 0 16 12 13
split_gain=1.65987e-05 2.8956e-05 2.12838e-05 2.86747e-05 3.81271e-05 6.13636e-05 3.25273e-05
threshold=-0.081429999999999989 -0.053579999999999996 -0.0066199999999999991 -0.083424999999999985 -0.19424999999999998 0.085665000000000005 0.019675000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=0.019600931765005516 -0.012752878504322163 -0.0018623616696303758 -0.019470679903606517 -0.016370888465941719 0.016734437984438008 0.012613418370303353 0.0057636468095535048
leaf_weight=0.0010634292664373603 0.0015639759880710672 0.0015370710508051839 0.0011430388853678111 0.0016902625960683593 0.0017363427750467435 0.0012458528688550591 0.0010933620517036956
leaf_count=464 527 507 267 928 812 159 246
internal_value=0 0.00691468 -0.00221875 0.000165887 0.00545798 -0.00273821 -0.00767681
internal_weight=0 0.0026005 0.00847284 0.00690886 0.00412523 0.00238889 0.00278362
internal_count=3910 971 2939 2412 1238 426 1174
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=8
num_cat=0
split_feature=1 0 133 15 15 16 0
split_gain=1.52425e-05 3.73119e-05 4.69157e-05 2.77433e-05 4.5327e-05 5.22692e-05 5.94077e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2
right_child=3 2 -4 -5 -6 -7 -8
leaf_value=-0.019366787429065148 -0.0066019561763811189 0.013146879650289706 -0.013889758916138495 -0.011337437044107765 0.02379641335199666 -0.014053201314082019 0.020104691184595725
leaf_weight=0.0012469214690267109 0.001497502291805571 0.0015082127109354898 0.0011172765642847799 0.0011825936500104457 0.0010969087999624285 0.0015254857531146601 0.0018768210601886599
leaf_count=1044 131 435 529 532 337 409 493
internal_value=0 -0.00512324 0.00164144 0.0026609 0.00542147 0.00130791 0.00825246
internal_weight=0 0.00387241 0.00262549 0.00717931 0.00599672 0.00489981 0.00337432
internal_count=3910 2008 964 1902 1370 1033 624
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=9
num_cat=0
split_feature=52 0 16 160 42 13 47 4
split_gain=1.63529e-05 2.78916e-05 3.48429e-05 2.41626e-05 3.24581e-05 4.8582e-05 4.37817e-05 5.96677e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.25185000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 0.09252500000000001 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 7 -7
right_child=3 2 -4 4 5 6 -8 -9
leaf_value=-0.0060705496596736774 -0.014862563651461203 0.023210699700132249 -0.001514667057712224 -0.015620465331719924 -0.014449423396734246 0.0027569162965637214 -0.0087252607362957885 0.032537381851349953
leaf_weight=0.0013353471977107893 0.0013489331825217573 0.0012677045464186839 0.0010354708736498067 0.0010968417860626129 0.0011656209817874543 0.0015742015258701611 0.0010256750803128495 0.0011749266661018397
leaf_count=128 924 633 429 695 125 603 116 257
internal_value=0 0.00542792 0.0120946 -0.00276254 -5.89726e-05 0.00339589 0.00890634 0.0154845
internal_weight=0 0.00363852 0.00230318 0.0073862 0.00603727 0.00494042 0.0037748 0.00274913
internal_count=3910 1190 1062 2720 1796 1101 976 860
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=10
num_cat=0
split_feature=376 12 50 48 3 4 12 52 2
split_gain=2.95766e-05 5.57535e-05 4.57285e-05 6.05889e-05 0.000138898 8.68232e-05 0.000118531 5.32605e-05 4.26407e-05
threshold=0.048375000000000008 -0.0089849999999999982 0.082310000000000008 0.11379500000000002 0.10420500000000001 0.074650000000000008 0.092365000000000017 -0.0066199999999999991 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00046814289039647178 0.0003128430543560439 -0.00021925912684498381 -0.00037866317853904206 -0.00039848104908742549 0.00068705375068957438 0.00039835998031547874 -0.00071896303586274505 -3.8745497559151618e-05 0.00052635426640898399
leaf_weight=0.0010412067933083359 0.0010180889769783137 0.0018229230935894463 0.0010462743882850836 0.0010043324685954846 0.0013427578509490586 0.0015528862999636527 0.0010465158357182273 0.0010362332628768324 0.0010174342811471396
leaf_count=354 206 604 688 109 174 309 694 493 279
internal_value=0 -3.66057e-05 8.92098e-06 5.48822e-05 0.000113117 -5.88473e-06 -0.000133395 2.46838e-05 0.000241218
internal_weight=0 0.0109106 0.00986936 0.00882308 0.00781875 0.00647599 0.00492311 0.00387659 0.00205367
internal_count=3910 3704 3350 2662 2553 2379 2070 1376 772
is_linear=0
shrinkage=0.00196078


Tree=6438
num_leaves=10
num_cat=0
split_feature=376 12 50 48 3 15 2 42 12
split_gain=3.4194e-05 5.1345e-05 4.58446e-05 7.87823e-05 0.000125994 6.94523e-05 9.76983e-05 5.75981e-05 0.000104412
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00045289440423350481 0.0003405333975970517 0.00041043637780183043 -0.00038100390441631499 -0.00046333908259412132 0.00066274100665153653 0.00023033552736078712 -0.00054630856738972571 0.00046626007649832983 -0.00054091300405969254
leaf_weight=0.0010285834918734174 0.001013604710153518 0.0013033692746962922 0.0010449922736228282 0.001005956212535305 0.0013574308016939029 0.0016798215830289614 0.0013642656790043384 0.0010111411830306676 0.0011280835253124355
leaf_count=354 206 302 688 109 174 513 542 310 712
internal_value=0 -3.59438e-05 7.39789e-06 5.32593e-05 0.00011951 5.83078e-06 -9.59093e-05 6.49854e-05 -7.95157e-05
internal_weight=0 0.0109236 0.00989506 0.00885007 0.00784411 0.00648668 0.00518331 0.00381905 0.00280791
internal_count=3910 3704 3350 2662 2553 2379 2077 1535 1225
is_linear=0
shrinkage=0.00196078


Tree=6439
num_leaves=8
num_cat=0
split_feature=1 484 457 2 0 3 12
split_gain=1.55821e-05 3.42721e-05 5.54992e-05 3.28583e-05 4.06173e-05 6.53298e-05 0.00010951
threshold=0.12864500000000004 0.084225000000000008 0.069705000000000003 0.11290500000000002 -0.10209999999999998 -0.078884999999999997 0.088375000000000023
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=-0.023293766294041673 0.010643584239270252 0.014664400106486612 0.014836948877204176 0.0057266305095182461 -0.018388391765966593 0.030040072288322825 -0.01612503640738417
leaf_weight=0.0017440398123463909 0.0012109119897654773 0.0011724717293920143 0.0013790367178882152 0.0015772425759502072 0.0018900065874374117 0.0010462993112187969 0.0010097051090916546
leaf_count=385 331 417 248 386 1487 175 481
internal_value=0 -0.00137934 -0.00355493 -0.00704496 -0.0105852 -0.00496826 0.00736836
internal_weight=0 0.0098188 0.00864633 0.00726729 0.00569005 0.00394601 0.002056
internal_count=3910 3579 3162 2914 2528 2143 656
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=10
num_cat=0
split_feature=376 12 50 48 3 4 12 52 2
split_gain=3.92238e-05 5.16484e-05 5.34772e-05 7.21102e-05 0.000136181 0.000101044 0.000143726 6.50648e-05 4.3142e-05
threshold=0.048375000000000008 -0.0089849999999999982 0.082310000000000008 0.11379500000000002 0.10420500000000001 0.074650000000000008 0.092365000000000017 -0.0066199999999999991 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
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leaf_weight=0.001065358619803859 0.0010138262922954411 0.0018587365035478134 0.0010667231171910428 0.0010258035078133604 0.0013774522377297772 0.0015848954286319539 0.0010575222465231526 0.0010594752263781372 0.0010264727501468724
leaf_count=354 206 604 688 109 174 309 694 493 279
internal_value=0 -4.16637e-05 1.82439e-06 5.10754e-05 0.000114097 -3.14884e-06 -0.000139845 3.22448e-05 0.000269958
internal_weight=0 0.0111224 0.0100571 0.00899036 0.00796455 0.0065871 0.00500221 0.00394468 0.00208595
internal_count=3910 3704 3350 2662 2553 2379 2070 1376 772
is_linear=0
shrinkage=0.00196078


Tree=6441
num_leaves=8
num_cat=0
split_feature=4 12 47 3 15 0 3
split_gain=1.44317e-05 3.28603e-05 3.76778e-05 5.89114e-05 4.04545e-05 6.89127e-05 8.85946e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.10420500000000001 0.088190000000000004 -0.11287999999999999 -0.100615
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.018460484446752367 0.0087712370425986324 0.0047625917960680622 0.016555372854583496 0.015733622851641135 0.0076243803110378292 0.0013554603197031923 -0.035974295440761681
leaf_weight=0.0010235833568958191 0.0015843605679237678 0.0015886270737227974 0.0012473313315490469 0.0014485960370340702 0.0014437772580422562 0.0010373283623049247 0.001642327864098126
leaf_count=294 472 187 285 140 865 252 1415
internal_value=0 -0.0015433 0.000516183 -0.00227772 -0.00684545 -0.01174 -0.0215235
internal_weight=0 0.00943157 0.00840799 0.00716066 0.00571206 0.00426828 0.00267966
internal_count=3910 3438 3144 2859 2719 1854 1667
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=10
num_cat=0
split_feature=48 48 51 0 4 0 2 43 13
split_gain=6.48176e-05 0.000112299 3.62015e-05 7.72093e-05 4.84115e-05 5.08704e-05 6.06646e-05 4.15387e-05 3.47135e-07
threshold=0.11930500000000001 0.095825000000000007 0.089355000000000004 -0.17106499999999999 0.15927500000000003 0.10302000000000001 0.090695000000000012 -0.0037249999999999996 -0.037444999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00045698000374307042 -0.00047343124462891881 0.00064949082892438233 -0.00036540338308207738 -0.00033770157970278012 0.00022815354610254091 0.0001663107474353172 -0.00064619606148496938 0.00010265760008781366 -0.00028604357210773644
leaf_weight=0.0012967126247451161 0.0010558773365910877 0.0010378139020316935 0.0010867177174665862 0.0010001353337854815 0.0017799771832824685 0.0015940355046628659 0.0010837567206873006 0.0017358642872671946 0.0010003847450545228
leaf_count=149 161 239 364 748 430 152 705 457 505
internal_value=0 3.39829e-05 -2.64073e-05 1.24082e-05 -5.79446e-05 -0.000137339 -0.000237757 -0.000119287 -0.000311869
internal_weight=0 0.0116154 0.0105776 0.00949087 0.00819415 0.00641418 0.00482014 0.00373638 0.00200052
internal_count=3910 3749 3510 3146 2997 2567 2415 1710 1253
is_linear=0
shrinkage=0.00196078


Tree=6443
num_leaves=9
num_cat=0
split_feature=11 0 47 49 15 15 15 16
split_gain=1.4813e-05 2.08797e-05 3.02705e-05 3.99931e-05 3.17322e-05 6.16765e-05 2.68008e-05 1.67485e-05
threshold=0.077330000000000024 -0.017269999999999997 0.087850000000000025 -0.07107999999999999 0.085285000000000014 -0.0089749999999999986 -0.10312999999999999 -0.064504999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -4
right_child=-2 -3 7 4 -6 -7 -8 -9
leaf_value=-0.012541882493855072 -0.011531907034013432 0.010374228840967031 -0.0022467129636286249 0.012941376830641199 -0.0070112243533557777 0.028980530167057858 -0.0098753519767135756 -0.020033263228043403
leaf_weight=0.0013570832996538185 0.001021772829113368 0.0019561646860018394 0.0010286790083364418 0.0010007112634458114 0.0011914937918750825 0.0013058999962384642 0.001060216717714406 0.0010907771375852674
leaf_count=300 279 325 184 344 1026 433 773 246
internal_value=0 0.00110927 -0.00114637 0.00252764 0.00701408 0.0119775 0.00120362 -0.0114006
internal_weight=0 0.00999103 0.00803486 0.00591541 0.00455832 0.00336683 0.00206093 0.00211946
internal_count=3910 3631 3306 2876 2576 1550 1117 430
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=8
num_cat=0
split_feature=43 43 42 43 16 0 42
split_gain=1.45044e-05 3.54387e-05 3.01783e-05 2.81988e-05 3.83589e-05 8.27083e-05 1.37123e-05
threshold=-0.057994999999999998 -0.093039999999999984 0.078965000000000021 0.052855000000000006 -0.055679999999999993 -0.15713499999999997 0.083875000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.012354738789340554 -0.010579790849155987 0.015158727688178926 -0.018541732362900482 0.013328388171141889 -0.014978337915653723 0.022669687162027594 0.0041373247744058575
leaf_weight=0.001015067176503707 0.0017875154823916814 0.0017932038713287684 0.0010303149258657635 0.0012543269006913566 0.0018210272325550605 0.0012866328374673646 0.0010016311742959527
leaf_count=406 171 1172 779 295 450 441 196
internal_value=0 0.0049308 -0.0027028 -4.90741e-05 -0.00347688 0.00333622 -0.00416365
internal_weight=0 0.0038099 0.00717982 0.0061495 0.00489518 0.00307415 0.0020167
internal_count=3910 1774 2136 1357 1062 612 602
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=10
num_cat=0
split_feature=48 48 484 151 51 52 12 16 16
split_gain=6.50288e-05 7.65442e-05 3.72234e-05 6.3096e-05 6.82906e-05 0.000179074 4.97287e-05 0.00010695 3.7197e-05
threshold=0.11930500000000001 0.091555000000000011 0.084225000000000008 -0.076429999999999984 -0.10386999999999998 -0.020314999999999996 0.086865000000000012 -0.088144999999999987 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 -7
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=0.00038214108147656916 -0.00048924460808790404 0.00043570917906005357 0.00028432469523336119 0.00033401857605090809 -0.00094512064840641854 -0.00054485681421230937 0.00044763349361294594 -0.00028519818610141338 -5.0177031019271283e-05
leaf_weight=0.0010071556593528909 0.0010008057364985787 0.0015584703643693161 0.0012452889849746797 0.0010088342559261354 0.0010755388873547088 0.0011087623009075141 0.0015920669111720734 0.0014750088221851781 0.0012357695317410189
leaf_count=360 161 322 429 318 400 486 417 812 205
internal_value=0 3.22198e-05 -3.22856e-05 -7.86534e-05 -0.000140565 -0.000214369 -6.9135e-05 9.52023e-05 -0.000284118
internal_weight=0 0.0113069 0.00974843 0.00850314 0.00749598 0.00648715 0.00541161 0.00306708 0.00234453
internal_count=3910 3749 3427 2998 2638 2320 1920 1229 691
is_linear=0
shrinkage=0.00196078


Tree=6446
num_leaves=9
num_cat=0
split_feature=1 0 16 15 3 2 3 1
split_gain=1.41038e-05 3.40143e-05 3.40877e-05 2.34008e-05 4.01736e-05 4.76871e-05 7.50077e-05 5.32884e-05
threshold=0.076710000000000014 -0.084074999999999997 0.18936500000000003 0.035895000000000003 -0.10315499999999998 0.089785000000000018 0.11265500000000002 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 7 -7 -6
right_child=3 2 -4 -5 5 6 -8 -9
leaf_value=-0.019632602248516783 0.023218108010427566 -0.008062774592195036 0.014733894226548798 -0.010345004179073046 -0.024908972196515174 0.030791328406277782 -0.0038236727010870896 0.0050464912517245615
leaf_weight=0.0011177693535492192 0.0010163783580200078 0.0016361731937902324 0.001094833756012614 0.0011723426851231811 0.0011022112415633213 0.0010876403002337397 0.0014749019033423946 0.0012875908790236296
leaf_count=1009 274 786 213 532 251 279 229 337
internal_value=0 -0.0049381 0.00107619 0.00257156 0.00510856 0.00139191 0.0108682 -0.0087694
internal_weight=0 0.00384878 0.00273101 0.00714107 0.00596872 0.00495234 0.00256254 0.0023898
internal_count=3910 2008 999 1902 1370 1096 508 588
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=8
num_cat=0
split_feature=11 159 52 2 1 4 3
split_gain=1.53737e-05 1.9429e-05 4.18164e-05 5.9818e-05 3.46918e-05 3.07164e-05 2.76742e-05
threshold=0.077330000000000024 0.089615000000000014 -0.081429999999999989 0.11339500000000001 0.10113500000000002 0.0057500000000000008 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.015789398902605695 -0.011763129249519564 -0.012015469949984911 0.0054178542628193762 -0.01934120350506649 0.018576913662999264 0.012849702314765838 -0.013593812149317675
leaf_weight=0.0019011490790664482 0.0010168963104238539 0.0010079055686417109 0.0013089773355554968 0.0014102513724969217 0.0012247982590664064 0.0012446479282248743 0.0018446451220872949
leaf_count=651 279 478 802 312 258 275 855
internal_value=0 0.001146 0.00263076 -0.000926098 0.00369236 -0.000452577 -0.00570262
internal_weight=0 0.00994237 0.00893447 0.00703332 0.00562307 0.00439827 0.00315362
internal_count=3910 3631 3153 2502 2190 1932 1657
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=10
num_cat=0
split_feature=457 16 52 160 42 15 52 0 13
split_gain=4.97102e-05 8.36256e-05 5.79855e-05 8.46413e-05 5.78688e-05 8.4321e-05 3.74173e-05 7.44647e-05 2.60191e-05
threshold=-1.0000000180025095e-35 -0.49150499999999991 -0.048794999999999991 -1.0000000180025095e-35 0.08622500000000001 0.079360000000000014 -0.27466499999999994 -0.14733499999999997 -0.003375
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 8 -3 -8 -5
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.00042312834688917254 0.00047160598115182374 -0.00015787071661261628 -0.00063273787206420684 -0.00019757084159395668 0.00031166422167604321 -0.00064478417474923854 -8.5583257979856441e-05 0.0005631367034149476 0.00018856261698511271
leaf_weight=0.0010050545158292604 0.0014507983137000769 0.0010437447930658292 0.0011362340600305247 0.0012153585566914099 0.0013242666165375686 0.0010239428490248846 0.0012140314762129558 0.0015473760235238027 0.0014977500056092068
leaf_count=320 311 383 714 194 547 609 87 597 148
internal_value=0 3.1674e-05 -3.2134e-05 -0.000149113 -4.05419e-05 -0.00016535 0.000158392 0.000277932 1.55911e-05
internal_weight=0 0.0114535 0.0100027 0.00619755 0.00506132 0.00373705 0.00380515 0.00276141 0.00271311
internal_count=3910 3590 3279 2212 1498 951 1067 684 342
is_linear=0
shrinkage=0.00196078


Tree=6449
num_leaves=10
num_cat=0
split_feature=15 15 43 160 151 2 3 1 1
split_gain=5.98533e-05 6.96706e-05 4.62998e-05 5.2473e-05 5.67355e-05 6.33443e-05 6.45283e-05 0.000100316 2.53617e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.17307499999999998 0.099550000000000013 -0.076429999999999984 0.106035 -0.084129999999999996 0.079945000000000016 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=0.00044527823493630204 -0.00053243590380190955 0.00031428744484323604 0.00039188066039898902 -0.00046954978649040745 -0.00036515236651531131 -0.00041330938659617862 0.00057172970634339825 -0.000310218840896803 0.00010343672582834945
leaf_weight=0.0010273037458479574 0.0010407527101434213 0.0015327400028310447 0.0012017837041609939 0.0010356958332222044 0.0011610083999546461 0.0015801032349858062 0.0014303237270196886 0.0010714208529806243 0.0012172752312997308
leaf_count=317 297 233 400 265 686 424 692 274 322
internal_value=0 -4.9107e-05 6.29601e-08 -5.53114e-05 6.83109e-07 -7.20917e-05 3.83911e-05 0.00016437 -9.02103e-05
internal_weight=0 0.0112711 0.0102304 0.00869761 0.00766192 0.00646013 0.00488003 0.00371902 0.0022887
internal_count=3910 3593 3296 3063 2798 2398 1974 1288 596
is_linear=0
shrinkage=0.00196078


Tree=6450
num_leaves=9
num_cat=0
split_feature=4 12 3 4 150 3 15 16
split_gain=1.42219e-05 2.73553e-05 2.98492e-05 5.17962e-05 4.76031e-05 4.78179e-05 5.25523e-05 3.43781e-05
threshold=0.27020000000000005 -0.036459999999999992 0.13772500000000001 -0.23071499999999998 0.086645000000000014 -0.084129999999999996 -0.064869999999999983 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=-0.017007265184497244 0.0086977657168072417 -0.022027856641185926 0.016520314824046124 -0.008593585667428863 -0.015990381988100152 -0.0032499721887043844 0.0098147098654246204 0.035025210238443662
leaf_weight=0.0010188651361177645 0.0015875646288072047 0.0010856199632257287 0.0010042401379018809 0.0015667788203453737 0.0012333680906506097 0.001325273593249173 0.0011161134500882574 0.0010495397613987233
leaf_count=294 472 241 100 1012 226 576 679 310
internal_value=0 -0.00153517 0.000345759 -0.00185619 0.00162473 0.00592034 0.0124344 0.0220325
internal_weight=0 0.0093998 0.00838093 0.00737669 0.00629107 0.00505771 0.00349093 0.00216565
internal_count=3910 3438 3144 3044 2803 2577 1565 989
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=11
num_cat=0
split_feature=376 12 48 48 51 3 52 4 16 0
split_gain=2.6e-05 5.03131e-05 4.9338e-05 5.25051e-05 6.73151e-05 7.89418e-05 7.3711e-05 6.91183e-05 9.13935e-05 0.000106615
threshold=0.048375000000000008 -0.0089849999999999982 0.11280000000000003 0.090910000000000005 0.083165000000000017 0.10666500000000002 0.090300000000000005 0.074650000000000008 -0.078844999999999985 -0.088709999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00045079249000371549 0.00029663143336215985 0.0003858747047522562 -0.00036216070066747422 0.00047752433290078144 -0.00045617635403773438 0.00055489206008707298 -0.0004941482417641041 0.00049594154783168015 0.00014201229961509549 -0.00076076046572038237
leaf_weight=0.0010049202217343985 0.0010056053862222995 0.0011333017847923971 0.001200529747195987 0.0010299140230505127 0.0010455198470833869 0.0011141896002222831 0.0010160318743700544 0.0011864238295659279 0.0010037612117339799 0.0010080398963997436
leaf_count=354 206 544 146 255 345 120 630 212 217 881
internal_value=0 -3.30798e-05 1.00277e-05 6.23661e-05 5.41103e-06 8.00965e-05 -1.88294e-05 9.26645e-05 -5.94632e-05 -0.000310334
internal_weight=0 0.0107426 0.00973771 0.00853718 0.00750727 0.00646175 0.00534756 0.00433153 0.0031451 0.0020118
internal_count=3910 3704 3350 3204 2949 2604 2484 1854 1642 1098
is_linear=0
shrinkage=0.00196078


Tree=6452
num_leaves=10
num_cat=0
split_feature=150 151 160 403 13 3 4 1 2
split_gain=1.61176e-05 5.79904e-05 4.59588e-05 3.42496e-05 4.34231e-05 8.1031e-05 4.62838e-05 5.99665e-05 6.8971e-07
threshold=0.077110000000000012 -0.024429999999999997 1.0000000180025095e-35 0.03138500000000001 0.10924000000000002 -0.084604999999999986 -1.0000000180025095e-35 0.10561500000000001 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -7
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.031290925266151133 0.024639672593124714 -0.0089535954511348517 -0.02184663760409683 0.015870916661494296 0.01525065753016671 0.012982454889368902 -0.028133764911498917 0.0037828900718230177 0.0092804541810322157
leaf_weight=0.0010232343160012022 0.0010330460889119526 0.0010224791856856923 0.0010220446629337797 0.0012506683910150432 0.001177518591132725 0.001009172334009457 0.0010011625345791003 0.0014287825261495048 0.0010038872567630136
leaf_count=739 335 188 518 412 177 720 327 277 217
internal_value=0 0.00792939 -0.0018934 0.000689823 -0.00216797 -0.00592024 -7.73081e-05 -0.0093671 0.0111363
internal_weight=0 0.00205553 0.00891647 0.00789443 0.00664376 0.00546624 0.004443 0.00242995 0.00201306
internal_count=3910 523 3387 2869 2457 2280 1541 604 937
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=8
num_cat=0
split_feature=42 133 15 2 1 1 0
split_gain=1.57382e-05 3.66349e-05 4.57569e-05 3.54531e-05 9.89741e-05 3.77402e-05 6.89353e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.099015000000000006 0.11183500000000002 0.095575000000000007 -0.13027499999999997
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=0.00519954358971464 -0.0087729154396392322 0.014136948741353237 -0.017488168828056313 0.032754396127271143 -0.0079548326580417602 0.010497962778812981 -0.02931697174720399
leaf_weight=0.0011969057480231589 0.0017392782497868452 0.0018595630463384685 0.0014502108471826343 0.0011560668127064311 0.00123545693922949 0.0011777793787468918 0.0011200907711436617
leaf_count=127 832 923 824 329 233 204 438
internal_value=0 0.00160018 -0.00157747 0.00234246 0.0117241 -0.00407752 -0.0114866
internal_weight=0 0.00919607 0.00733651 0.0058863 0.00239152 0.00349478 0.002317
internal_count=3910 3078 2155 1331 562 769 565
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=8
num_cat=0
split_feature=12 0 47 1 1 12 0
split_gain=1.66337e-05 2.82656e-05 4.90404e-05 4.57766e-05 6.28516e-05 4.43123e-05 8.06214e-05
threshold=0.10700500000000002 -0.017269999999999997 0.10887000000000001 0.11097000000000001 0.095575000000000007 0.088285000000000016 -0.11287999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0082160586456698388 -0.012244217300035828 0.013077141564302451 -0.021895314777998345 -0.014225408586046118 0.025563176293502899 0.013708159567186915 -0.024978854633966752
leaf_weight=0.0015906302860289427 0.0010136878956383778 0.0016675534735213033 0.0010051789788458072 0.0014466227427803917 0.0012452749680950913 0.0015793087592019263 0.0013548653791721622
leaf_count=227 355 384 198 344 289 1050 1063
internal_value=0 0.0012061 -0.00120157 0.00168076 0.00566861 0.00019341 -0.0070529
internal_weight=0 0.00988943 0.00822188 0.0072167 0.00577008 0.0045248 0.0029455
internal_count=3910 3555 3171 2973 2629 2340 1290
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=7
num_cat=0
split_feature=15 16 2 4 0 1
split_gain=1.43362e-05 4.26579e-05 3.65625e-05 4.44303e-05 3.51891e-05 4.74043e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.11085000000000002 -0.08422499999999998 -0.10575999999999998 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0096224368953563497 -0.018572743108541914 -0.01482924753777333 0.015415751592006905 0.014302307580658475 0.0069656170341940403 -0.018275901575803707
leaf_weight=0.0013453978253929093 0.0012564684807729086 0.0019113563796145389 0.0014850246057357816 0.0017921618100686047 0.0018259023388517053 0.0012556996454186273
leaf_count=459 284 689 414 188 1502 374
internal_value=0 -0.00140509 0.00120316 -0.00190747 0.00316009 -0.00331987
internal_weight=0 0.00952661 0.00827014 0.00678512 0.00487376 0.0030816
internal_count=3910 3451 3167 2753 2064 1876
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=8
num_cat=0
split_feature=12 12 52 12 3 1 16
split_gain=1.41522e-05 2.78841e-05 3.85927e-05 4.70831e-05 4.92742e-05 7.03214e-05 7.40426e-05
threshold=0.10700500000000002 0.097345000000000015 0.14114500000000005 0.089995000000000006 0.11265500000000002 0.094485000000000013 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.011575744164229759 -0.011335281568561097 0.016266678315501142 0.017145175854832547 -0.02084488929262112 -0.016801426110020109 0.025481934174553408 -0.01613429317337868
leaf_weight=0.0019813120386444703 0.0010058699868866145 0.0010815263553239614 0.0010592183748493978 0.0012656518334732674 0.001341200792553442 0.0012377006156917138 0.0018785784416241939
leaf_count=532 355 330 390 628 264 425 986
internal_value=0 0.00111745 -0.000752122 -0.00321267 0.000253238 0.0047404 -0.00191051
internal_weight=0 0.00984519 0.00876366 0.00770444 0.00643879 0.00509759 0.00385989
internal_count=3910 3555 3225 2835 2207 1943 1518
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=8
num_cat=0
split_feature=4 12 49 42 4 160 1
split_gain=1.44584e-05 2.46455e-05 2.87183e-05 5.83411e-05 5.87798e-05 5.66393e-05 3.55669e-05
threshold=0.27020000000000005 -0.036459999999999992 -0.00064499999999999985 0.091955000000000023 -0.08422499999999998 0.069910000000000014 0.087545000000000026
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.016350031834411392 0.0088503840275344237 -0.024430169545692115 -0.0056119714586720468 -0.017474538016505108 0.0053628178149257751 0.0057174694263594549 0.027375407932722619
leaf_weight=0.0010016312086897064 0.0015668561554904202 0.0011938790758020054 0.0017649153523414032 0.0010255367384135591 0.0013379497377017419 0.0013036507680371789 0.0016261144083631524
leaf_count=294 472 412 629 602 992 171 338
internal_value=0 -0.00153717 0.000260809 0.00414723 0.00883617 -0.00869382 0.0174391
internal_weight=0 0.00925368 0.00825205 0.00575452 0.00472898 0.00249753 0.00296406
internal_count=3910 3438 3144 2561 1959 583 1330
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=9
num_cat=0
split_feature=376 50 484 43 457 16 1 52
split_gain=3.0943e-05 4.49315e-05 6.33742e-05 6.31883e-05 5.02693e-05 5.58069e-05 8.39531e-05 7.09347e-05
threshold=0.048375000000000008 0.088425000000000017 0.084225000000000008 -0.15109999999999998 0.069705000000000003 -0.42360999999999993 0.095575000000000007 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00031818039105939531 0.00031502971224105529 -0.00042885191973122971 0.00043235588887191508 -0.00054177695167516098 0.00020008145247407181 -0.00058556891237298658 0.00026218706462294674 3.0081814493815762e-05
leaf_weight=0.001464860148063349 0.0010506245432169948 0.0010215479112064925 0.0011668089723523836 0.0014509929313407527 0.001446776610618301 0.0015430186432171238 0.0015922645527403972 0.0013482276951898384
leaf_count=257 206 662 388 276 182 784 439 716
internal_value=0 -3.71275e-05 2.8373e-06 -5.38164e-05 -0.000127641 -0.000207537 -9.93675e-05 -0.000298483
internal_weight=0 0.0110345 0.0100129 0.00884614 0.00738128 0.0059345 0.00448351 0.00289125
internal_count=3910 3704 3042 2654 2397 2215 1939 1500
is_linear=0
shrinkage=0.00196078


Tree=6459
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 52 2
split_gain=1.31932e-05 4.14497e-05 5.77246e-05 3.59855e-05 3.92902e-05 3.34018e-05 4.65758e-05
threshold=0.086465000000000014 -0.15202999999999997 0.096175000000000024 0.10420500000000001 0.092365000000000017 -0.0066199999999999991 0.086875000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.019713206634046618 -0.010256125524922289 -0.0070133449642607289 -0.020770569382244773 0.016236897897689007 -0.017574509546670704 -0.0057240173068030843 0.020963395220010214
leaf_weight=0.001070843065437299 0.0011308196355560426 0.0019797692512050352 0.0012769512453212825 0.0014735700285266233 0.0011774304397989526 0.0011045132875484687 0.0016031201064487951
leaf_count=413 715 719 235 176 732 509 411
internal_value=0 0.00115835 -0.00114792 0.0022666 -0.00124351 0.00285868 0.0100769
internal_weight=0 0.0096862 0.00861535 0.0073384 0.00586483 0.0046874 0.00270763
internal_count=3910 3195 2782 2547 2371 1639 920
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=9
num_cat=0
split_feature=43 1 12 16 2 52 16 16
split_gain=1.48849e-05 3.6532e-05 4.63362e-05 3.62821e-05 8.17775e-05 2.60345e-05 4.73351e-05 4.81452e-05
threshold=-0.074254999999999988 0.11849500000000002 0.089995000000000006 0.22945500000000005 0.087005000000000013 -0.074484999999999982 -0.19424999999999998 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.018853668357979834 -0.01345398679217237 0.013974707502904719 -0.021268799901373224 0.020941502681886159 -0.017142697597622332 -0.014210707131255194 0.026677090209846183 -0.0018346301747570383
leaf_weight=0.0011333517853098166 0.0012041101937161967 0.0011155696856988105 0.0014559691971684245 0.001042559348081634 0.00142423747798677 0.0010347337953053848 0.0011058195510983873 0.0012752400111885368
leaf_count=566 256 305 852 240 750 162 368 411
internal_value=0 -0.00265884 -0.00571287 0.00521793 -0.00119153 -0.000810391 0.00364664 0.0114069
internal_weight=0 0.00719144 0.00607587 0.00360015 0.00255759 0.0046199 0.00341579 0.00238106
internal_count=3910 2354 2049 1556 1316 1197 941 779
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=10
num_cat=0
split_feature=376 12 50 48 3 4 12 52 2
split_gain=3.25086e-05 4.65134e-05 5.82749e-05 6.96241e-05 0.000109435 8.44504e-05 0.000127301 5.50153e-05 3.19458e-05
threshold=0.048375000000000008 -0.0089849999999999982 0.082310000000000008 0.11379500000000002 0.10420500000000001 0.074650000000000008 0.092365000000000017 -0.0066199999999999991 0.086875000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00043409219958139478 0.00032705000657659588 -0.00019553194397739734 -0.00042469151539437273 -0.00042419717298403375 0.00062565470577639372 0.00041177922993220547 -0.00071983101109110925 2.9529062108289961e-05 0.00052001078798082762
leaf_weight=0.001022401030463021 0.0010389705226409732 0.0018251032185531723 0.0010807588117194332 0.0010201806787185292 0.001361508489447656 0.0015581304239379451 0.0010436872565385675 0.0010287710354724444 0.0010134965303244662
leaf_count=354 206 604 688 109 174 309 694 493 279
internal_value=0 -3.58644e-05 5.13072e-06 5.76152e-05 0.000120386 1.40464e-05 -0.000112142 5.18548e-05 0.000272936
internal_weight=0 0.010954 0.00993164 0.00885088 0.0078307 0.00646919 0.00491106 0.00386737 0.00204227
internal_count=3910 3704 3350 2662 2553 2379 2070 1376 772
is_linear=0
shrinkage=0.00196078


Tree=6462
num_leaves=11
num_cat=0
split_feature=484 3 3 49 2 4 47 12 4 1
split_gain=8.6182e-05 5.34708e-05 4.60325e-05 5.0991e-05 8.77124e-05 4.12638e-05 5.92907e-05 5.55966e-05 2.96488e-05 2.28098e-05
threshold=-1.0000000180025095e-35 -0.10315499999999998 -0.078884999999999997 -0.006494999999999999 0.092865000000000017 -0.0021099999999999995 0.09550500000000002 0.088375000000000023 0.15045000000000003 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 -4 7 8 -5 -7 -2
right_child=1 2 3 5 -6 6 -8 -9 -10 -11
leaf_value=-0.0005520746044435634 8.8778542888727689e-05 -0.00030277029177415979 0.00018039333703402668 0.0006954897130117115 -0.00059663796243670099 -0.00043802050231690645 0.00034606307306750872 6.4621883963021084e-05 3.5973457439014418e-05 0.00047659772623430196
leaf_weight=0.001009065265900424 0.0010311523736775045 0.0018052202546919591 0.0011287728874852063 0.0010047232334155524 0.0011055743248063559 0.0010000016236801105 0.001244297266633076 0.001153862409740151 0.0010298993912829521 0.0013418037622299039
leaf_count=627 132 1326 144 188 202 244 122 350 257 318
internal_value=0 4.48655e-05 -2.10717e-05 4.5254e-05 -0.000204088 0.000147801 9.05051e-06 0.000358262 -0.000197533 0.000308073
internal_weight=0 0.0118453 0.00947235 0.00766713 0.00223435 0.00543278 0.0032742 0.00215859 0.0020299 0.00237296
internal_count=3910 3283 2833 1507 346 1161 623 538 501 450
is_linear=0
shrinkage=0.00196078


Tree=6463
num_leaves=8
num_cat=0
split_feature=0 160 43 16 42 15 15
split_gain=1.59229e-05 2.35124e-05 3.51208e-05 4.52499e-05 4.2106e-05 4.70936e-05 7.60687e-05
threshold=-1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 -0.016294999999999994 0.08622500000000001 0.035895000000000003 -0.10469999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.0040053438034507232 0.0081379237793502181 -0.013716017654999624 -0.010728355857747948 -0.025868498935579312 0.020905103951282856 -0.018941998863480507 0.020211355551439686
leaf_weight=0.0010209636941504422 0.001953962820830578 0.0014021201202975312 0.0014875396144584769 0.0010072558121781666 0.0012251669112034328 0.0010134531838297354 0.0017059852657268519
leaf_count=532 394 399 259 492 894 553 387
internal_value=0 -0.00183488 0.000398097 -0.0108306 0.00459061 -0.000160545 0.00579968
internal_weight=0 0.00886248 0.00746036 0.00202822 0.00543214 0.00420698 0.00319352
internal_count=3910 3516 3117 1024 2093 1199 646
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=10
num_cat=0
split_feature=48 48 51 0 4 4 13 43 43
split_gain=4.64814e-05 7.79694e-05 4.72177e-05 8.73155e-05 4.63297e-05 6.24563e-05 8.72728e-05 4.3725e-05 5.1998e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.15927500000000003 -0.076329999999999995 -0.062819999999999987 -0.083254999999999982 0.013605000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10
leaf_value=0.00054699944246508838 -0.00041068914732143218 0.00050213025067853689 -0.00039219716890343253 0.00037546733304610479 0.00023207073884021781 -0.00080948031693212476 -8.1296702049311388e-05 -0.00041584701383276274 0.00019192137384227014
leaf_weight=0.0010686427674113765 0.0010099167069541068 0.0011936451903192891 0.0012044241223104031 0.0010667833616733375 0.0017197042542891373 0.0010100922713078692 0.0016940388204609654 0.0010738712789066969 0.0010911268206686853
leaf_count=139 161 287 395 253 430 851 550 674 170
internal_value=0 2.86496e-05 -2.82731e-05 2.19683e-05 -5.13205e-05 -0.000133422 -0.0003533 5.05562e-05 -0.000109541
internal_weight=0 0.0111223 0.00992868 0.00872426 0.00765562 0.00593591 0.00270413 0.00323178 0.002165
internal_count=3910 3749 3462 3067 2928 2498 1401 1097 844
is_linear=0
shrinkage=0.00196078


Tree=6465
num_leaves=9
num_cat=0
split_feature=49 484 1 15 52 2 52 0
split_gain=1.44452e-05 3.01118e-05 3.5524e-05 6.6121e-05 5.68278e-05 5.98828e-05 4.91129e-05 8.9049e-05
threshold=-0.081274999999999986 0.084225000000000008 0.12381000000000002 -0.11739999999999999 -0.069134999999999988 0.10113500000000002 0.089525000000000007 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.0091689908644250178 -0.028746719178081949 0.013809680408229542 0.012481322513235095 -0.021983234525384528 0.019214274104032356 -0.015863498632595448 0.027056428521224769 -0.019390023739770473
leaf_weight=0.001472382296182558 0.0011048401268565775 0.0011309249081450307 0.0011773374519996656 0.0011569387327938366 0.0013015579103461117 0.0012716140609060444 0.0010927249480487083 0.0011046628315841292
leaf_count=319 305 433 288 634 132 303 512 984
internal_value=0 -0.00148805 -0.00359539 -0.00628692 -0.00210059 0.00272128 0.00947551 0.00149157
internal_weight=0 0.0093406 0.00820968 0.00703234 0.0059275 0.00477056 0.00349895 0.00240622
internal_count=3910 3591 3158 2870 2565 1931 1628 1116
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=9
num_cat=0
split_feature=48 2 4 133 16 52 12 51
split_gain=4.81454e-05 9.28652e-05 5.52633e-05 5.39761e-05 6.33422e-05 7.31779e-05 6.27672e-05 3.97641e-05
threshold=0.11930500000000001 0.11290500000000002 0.15927500000000003 0.090085000000000012 -0.057604999999999996 1.0000000180025095e-35 0.051320000000000005 0.077145000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00066500340194500013 -0.00051700456698606416 0.00031825047409569278 0.00015633934068264745 -0.00063898864257652113 7.5873536997163733e-05 0.00043288415410007046 -0.00051525557831911693 -0.00016474674576123893
leaf_weight=0.0011858558098285998 0.0010150495378826322 0.0019455665406374239 0.0017860774345753666 0.0010533602433422827 0.0016654304593109691 0.0010669831972013539 0.0011798473256059733 0.0012599592181021392
leaf_count=785 161 545 316 595 285 271 675 277
internal_value=0 -7.09433e-05 -0.00015327 -0.000227883 -0.000159774 -5.03052e-06 -0.000169249 -0.000407297
internal_weight=0 0.0111431 0.00919751 0.00741144 0.00635808 0.00391226 0.00284528 0.00244582
internal_count=3910 3749 3204 2888 2293 1231 960 1062
is_linear=0
shrinkage=0.00196078


Tree=6467
num_leaves=9
num_cat=0
split_feature=4 151 12 15 16 16 15 3
split_gain=1.50765e-05 2.19686e-05 3.21187e-05 5.80223e-05 4.60706e-05 5.04134e-05 4.52667e-05 1.94594e-05
threshold=0.27020000000000005 -0.016164999999999995 0.088325000000000015 0.024640000000000006 -0.074719999999999995 0.022165000000000004 0.088190000000000004 -0.075954999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -4
right_child=-2 2 6 -5 5 -7 -8 -9
leaf_value=0.0089166938682367965 0.0089445865108511886 -0.019947851389609614 -0.015340794603393047 -0.029854556381540571 0.019555639787321902 -0.010886290979036616 0.018423757771821349 0.004215389001871051
leaf_weight=0.0016169053086131282 0.0015649159105351551 0.0010716705844259701 0.0010319379962873572 0.0010645790656976552 0.0011668528056374143 0.0010191424923296083 0.0012591490823171811 0.00100371682418052
leaf_count=561 472 238 603 625 283 211 681 236
internal_value=0 -0.00166994 -0.00391722 -0.00958673 -0.00296337 0.00536317 0.00352026 -0.00569826
internal_weight=0 0.00923395 0.00761705 0.00432224 0.00325767 0.002186 0.0032948 0.00203565
internal_count=3910 3438 2877 1357 732 494 1520 839
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=10
num_cat=0
split_feature=13 15 3 39 1 4 4 0 2
split_gain=3.74384e-05 3.36424e-05 3.82478e-05 3.8616e-05 3.55759e-05 3.36293e-05 6.75776e-05 3.35409e-05 3.08775e-05
threshold=-0.45122499999999993 -0.15202999999999997 0.11265500000000002 0.005105000000000001 0.10915500000000002 -0.0037349999999999992 -0.082054999999999975 -0.032484999999999993 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -7
right_child=1 2 -4 -5 -6 8 -8 -9 -10
leaf_value=0.00035011226373419363 0.00025990467161744751 0.00030218099331345833 -0.00038910062855465084 0.00031740091322351972 -0.00041740157061995637 -0.00010990397794063758 -0.00049429727625337335 -0.00018148616616580477 0.00030628977802523046
leaf_weight=0.0010327901109220055 0.0012718221737081205 0.0011010305513157708 0.0013233528030154118 0.0010706371339607159 0.0010390876547185608 0.0011708306542454608 0.0013714377038483395 0.0011039328698454664 0.0016528409735884232
leaf_count=112 397 587 165 278 180 201 1317 217 456
internal_value=0 -4.01826e-05 -7.8996e-05 -3.07719e-05 -8.08806e-05 -2.62445e-05 -0.000152538 6.00291e-05 0.000133716
internal_weight=0 0.011105 0.00983315 0.0085098 0.00743916 0.00640007 0.0035764 0.00220496 0.00282367
internal_count=3910 3798 3401 3236 2958 2778 2121 804 657
is_linear=0
shrinkage=0.00196078


Tree=6469
num_leaves=9
num_cat=0
split_feature=0 1 15 2 0 51 3 16
split_gain=1.52378e-05 1.98577e-05 4.73667e-05 3.92485e-05 8.61574e-05 6.77391e-05 3.66688e-05 2.72783e-05
threshold=1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 1.0000000180025095e-35 -0.14136999999999997 0.085845000000000019 -0.074234999999999982 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 7 -3 -5
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=-0.025450581195383532 0.007872469734522802 0.0029547018434317078 0.0034195023629696912 -0.002916792333042849 0.031490679857598444 -0.022981826560435983 -0.021612924793659654 0.020045693938576283
leaf_weight=0.0010559739637486158 0.0019521930867427697 0.001230858661967872 0.0012305517553709295 0.0010222738561487415 0.00105572029870001 0.0010010323396629959 0.0011996762836797383 0.0010474082905527877
leaf_count=1059 394 551 851 164 332 98 292 169
internal_value=0 -0.00188895 -0.00991341 0.000909318 0.00684709 -0.00162545 -0.00917152 0.00870388
internal_weight=0 0.0088435 0.00228653 0.00655697 0.00412643 0.00307071 0.00243053 0.00206968
internal_count=3910 3516 1910 1606 763 431 843 333
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=10
num_cat=0
split_feature=376 50 43 484 457 52 3 3 15
split_gain=3.03504e-05 5.27366e-05 4.14782e-05 6.79896e-05 7.10452e-05 5.36317e-05 6.21459e-05 7.72925e-05 3.09583e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=0.00030639250898557418 0.00031543095590103797 -0.00046509431702460995 -0.00024300499423800316 0.00041460788692531877 0.00027970122368818076 -0.00058665592050852081 -5.5675086948026068e-05 0.00051621113011342365 -0.00049113058313298374
leaf_weight=0.001505466096371067 0.0010298376690920522 0.0010030515496890933 0.0010278834040926858 0.0010680759079417868 0.0014106513118650587 0.0011667923331096673 0.0010445627816191064 0.0010343154314313538 0.0015728430407370353
leaf_count=273 206 662 389 372 182 494 215 770 347
internal_value=0 -3.68154e-05 6.88345e-06 -4.7278e-05 -0.000115257 -0.000210555 -0.00011678 0.000137787 -0.000317348
internal_weight=0 0.0108336 0.00983059 0.00832512 0.00725705 0.0058464 0.0046796 0.0020622 0.00261741
internal_count=3910 3704 3042 2769 2397 2215 1721 1159 562
is_linear=0
shrinkage=0.00196078


Tree=6471
num_leaves=10
num_cat=0
split_feature=48 48 40 4 42 1 2 4 43
split_gain=6.64917e-05 0.000126091 5.41491e-05 7.75554e-05 8.05996e-05 8.55486e-05 5.6627e-05 9.51322e-05 3.97604e-05
threshold=0.11930500000000001 0.095825000000000007 -0.064864999999999992 0.0057500000000000008 0.08401500000000002 0.11198000000000001 0.087005000000000013 -0.076329999999999995 -0.0031199999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 -8 -4
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00040767925782198542 -0.00048712633925334617 0.00067821215561707975 0.00035855587137864089 0.00014059014954662092 -0.00021900189421150156 0.00084291312785220499 -5.2097299529041658e-05 -0.00077899912971315119 -0.00014198689955184759
leaf_weight=0.0013120516350813459 0.001045396036054416 0.001047522776954391 0.0011202193590381005 0.0018045929565677881 0.0011267427901167325 0.0010575878935852958 0.0019100448331443348 0.0010856492744466466 0.0013399572351333422
leaf_count=296 161 239 853 280 313 189 500 718 361
internal_value=0 2.88137e-05 -3.4426e-05 1.74256e-05 0.000225225 0.000400101 -0.000134502 -0.000315529 8.59308e-05
internal_weight=0 0.0118044 0.0107568 0.00944479 0.00398892 0.00286218 0.00545587 0.00299569 0.00246018
internal_count=3910 3749 3510 3214 782 469 2432 1218 1214
is_linear=0
shrinkage=0.00196078


Tree=6472
num_leaves=10
num_cat=0
split_feature=48 48 51 0 42 133 160 4 13
split_gain=4.78861e-05 8.15026e-05 4.21803e-05 6.18088e-05 4.0104e-05 7.93388e-05 6.3367e-05 5.25151e-05 4.97454e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.086325000000000013 0.065880000000000008 -0.06234 -0.078484999999999985 -0.071149999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -6
right_child=-2 -3 -4 4 8 -7 7 -9 -10
leaf_value=0.0004611400430096242 -0.00041903666722016222 0.00051184754233042033 -0.0003716832947826939 0.00032492351470404535 -0.00057120085481656834 0.00042510488331196089 -0.00060887512372696155 -5.9522205091232426e-05 2.5650599495707379e-05
leaf_weight=0.0010571487016487477 0.0010103437955544517 0.001189574857183867 0.0012264479858085349 0.0010063131192300004 0.0010708912033681665 0.0015206275926558594 0.001006207519035413 0.0019964561785632703 0.0010766578698200567
leaf_count=139 161 287 395 227 807 564 504 490 336
internal_value=0 2.6758e-05 -3.11744e-05 1.66389e-05 -4.45692e-05 4.37487e-05 -0.000100902 -0.000243613 -0.000271974
internal_weight=0 0.0111503 0.00996075 0.0087343 0.00767715 0.0055296 0.00400898 0.00300266 0.00214755
internal_count=3910 3749 3462 3067 2928 1785 1221 994 1143
is_linear=0
shrinkage=0.00196078


Tree=6473
num_leaves=9
num_cat=0
split_feature=52 160 133 42 4 47 0 16
split_gain=1.60801e-05 3.84572e-05 3.18598e-05 4.27703e-05 4.91079e-05 6.19776e-05 2.85655e-05 3.85732e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088115000000000013 -0.03614499999999999 0.09023500000000001 -0.14733499999999997 0.25185000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 -1 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.0062032698954952396 -0.018176617229942783 -0.014785672906818878 0.012132997431781157 0.02019741505787085 -0.028824258759346563 0.0058088257975259117 0.024120133936540639 -0.002273365610740462
leaf_weight=0.0013376002541681488 0.0013337024936250757 0.0010950921513164713 0.0015390563445716711 0.0012310173380546186 0.0010306469693742095 0.0010362328791206233 0.001233087358041359 0.0010050361795067562
leaf_count=128 924 742 267 407 285 95 633 429
internal_value=0 -0.00283322 0.000616435 0.00410349 -0.00139075 -0.0114609 0.00535833 0.0122681
internal_weight=0 0.00726575 0.00593205 0.00483695 0.00360594 0.00206688 0.00357572 0.00223812
internal_count=3910 2720 1796 1054 647 380 1190 1062
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=10
num_cat=0
split_feature=48 16 15 48 47 4 133 0 1
split_gain=8.07677e-05 8.6039e-05 7.40517e-05 7.70934e-05 5.40216e-05 7.35571e-05 7.06994e-05 5.70132e-05 5.10467e-05
threshold=0.11930500000000001 -0.49150499999999991 -0.14097499999999996 0.016865000000000002 0.09550500000000002 -0.082054999999999975 0.065880000000000008 -0.084154999999999994 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -5
right_child=-2 2 3 8 -6 7 -8 -9 -10
leaf_value=0.00050084417913439185 -0.00053581624669635361 -0.00050667607422021056 -0.0001649769632421932 0.00068213411857946812 0.00033486972634271287 -0.0001430164843612981 0.00046576837426260195 -0.0007302624764262155 6.9518280737202264e-05
leaf_weight=0.0013750170783176771 0.0010163639457309451 0.0010822142351923246 0.0018365199716922974 0.0010104425830361097 0.0010800307565976492 0.0015612754243599486 0.0010879898360949001 0.0010720694073264999 0.0010838892195251643
leaf_count=298 161 388 624 194 169 698 214 949 215
internal_value=0 4.14857e-05 -2.28712e-05 3.70885e-05 -6.63981e-05 -0.000144374 6.96759e-05 -0.000382092 0.000365084
internal_weight=0 0.0111894 0.00981443 0.00873222 0.00663789 0.00555785 0.00292451 0.00263334 0.00209433
internal_count=3910 3749 3451 3063 2654 2485 838 1647 409
is_linear=0
shrinkage=0.00196078


Tree=6475
num_leaves=10
num_cat=0
split_feature=48 48 51 0 4 4 13 133 52
split_gain=5.83115e-05 9.5317e-05 5.04907e-05 8.33451e-05 6.19964e-05 7.52978e-05 8.04012e-05 4.5216e-05 4.80626e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.15927500000000003 -0.076329999999999995 -0.062819999999999987 0.065880000000000008 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.00051713065036087136 -0.00046235360841760323 0.00054668848183061472 -0.00040777503742009906 -0.00039877567389021617 0.00026953162438867319 -0.00082096194813401221 -0.00012899119921946369 0.00036168022690570063 0.00019229798369769336
leaf_weight=0.0011160496674759027 0.0010217658926455044 0.0012106582834848058 0.0012302040064570375 0.001120087895637933 0.0017461039946642509 0.0010348256627063742 0.001716266611338349 0.0011606392557679418 0.0010021185250372975
leaf_count=139 161 287 395 514 430 851 550 328 255
internal_value=0 2.6715e-05 -3.54509e-05 1.60362e-05 -5.58459e-05 -0.000150004 -0.000389277 5.05116e-05 -0.000119667
internal_weight=0 0.011337 0.0101263 0.00889609 0.00778004 0.00603394 0.00275109 0.00328285 0.00212221
internal_count=3910 3749 3462 3067 2928 2498 1401 1097 769
is_linear=0
shrinkage=0.00196078


Tree=6476
num_leaves=9
num_cat=0
split_feature=15 150 151 15 43 43 2 3
split_gain=3.9034e-05 3.37363e-05 7.88061e-05 6.32108e-05 4.31139e-05 8.29233e-05 6.94874e-05 4.15236e-05
threshold=-0.24219999999999997 0.077110000000000012 -0.051109999999999996 -0.038029999999999987 0.12512500000000001 -0.082484999999999989 0.090905000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -7 -2
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.00036591612017471738 -2.6759297128307705e-05 0.00058352873447743009 -0.00015807123561217926 0.00026554044801206298 0.00038612119497735697 2.3406287286434248e-05 -0.00058687258676576521 -0.00051867159365252716
leaf_weight=0.001011485001181099 0.001057339182673191 0.0010087918362209061 0.0012137459153728873 0.0018822636735005161 0.0010403498206241184 0.0015246973236244855 0.0013546063816715164 0.0017545191427805081
leaf_count=317 669 318 178 518 157 891 445 417
internal_value=0 -3.68472e-05 0.000178535 -9.24204e-05 2.45133e-05 -5.4494e-05 -0.000263707 -0.000333698
internal_weight=0 0.0108363 0.00222254 0.00861378 0.00580192 0.00476157 0.0028793 0.00281186
internal_count=3910 3593 496 3097 2011 1854 1336 1086
is_linear=0
shrinkage=0.00196078


Tree=6477
num_leaves=10
num_cat=0
split_feature=48 48 42 133 43 2 16 4 16
split_gain=7.05282e-05 7.64033e-05 3.04534e-05 7.97121e-05 9.02952e-05 8.5885e-05 5.75303e-05 5.2616e-05 4.52449e-05
threshold=0.11930500000000001 0.092755000000000018 0.086325000000000013 0.065880000000000008 -0.0037249999999999996 0.093070000000000014 -0.090809999999999988 0.0057500000000000008 -0.016294999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -4 -6 -7
right_child=-2 -3 6 -5 5 8 -8 -9 -10
leaf_value=-0.00054382887002871639 -0.00051094801208831494 0.00050482415591666995 0.00013334574955481494 0.00043234632239477663 7.5712565757709923e-05 -0.0005465537510819246 -0.00048759851473269636 0.00063578757672536697 4.1261505476252675e-05
leaf_weight=0.0012143017129049036 0.0010046574637695991 0.0011729633767234423 0.0010082500164783354 0.0015515670219576642 0.0018020279248123013 0.0010134110419148215 0.0013308680481850974 0.0010042953345984094 0.00100043068139499
leaf_count=629 161 287 356 624 338 205 954 126 230
internal_value=0 3.15774e-05 -2.43514e-05 3.59598e-05 -6.59581e-05 5.44277e-05 -0.000219948 0.000276146 -0.000254541
internal_weight=0 0.0110981 0.00992515 0.00758603 0.00603447 0.00482016 0.00233912 0.00280632 0.00201384
internal_count=3910 3749 3462 2152 1528 899 1310 464 435
is_linear=0
shrinkage=0.00196078


Tree=6478
num_leaves=8
num_cat=0
split_feature=50 15 47 3 49 16 2
split_gain=1.60291e-05 4.34121e-05 5.48803e-05 3.08359e-05 6.012e-05 6.21388e-05 3.86282e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.064349999999999991 -0.006494999999999999 0.061570000000000007 0.090050000000000005
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=0.020094102773977249 -0.01140494893906936 0.0059486852912966461 -0.01783382490403948 -0.005058523569933214 0.037053695200891877 0.0025264239873025365 -0.015835714181405749
leaf_weight=0.001077766276115946 0.0011322911569945195 0.0016915594613461263 0.0016123776266480606 0.0017329739105602562 0.0010642770025511006 0.0010215602304661205 0.0015689687052790305
leaf_count=413 715 1105 258 309 216 139 755
internal_value=0 0.0011637 -0.00118366 0.00260855 0.0087069 0.0201436 -0.00453398
internal_weight=0 0.00976948 0.00869172 0.00707934 0.00381881 0.00208584 0.00326053
internal_count=3910 3195 2782 2524 664 355 1860
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=9
num_cat=0
split_feature=150 151 16 151 15 15 4 13
split_gain=1.71385e-05 5.34345e-05 5.08345e-05 4.98629e-05 2.80774e-05 4.06421e-05 4.04418e-05 3.4618e-05
threshold=0.077110000000000012 -1.0000000180025095e-35 -0.23935499999999996 -0.024429999999999997 -0.075094999999999981 0.085285000000000014 -0.08422499999999998 -0.0019849999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 6 7 -6
right_child=3 2 4 -5 5 -7 -8 -9
leaf_value=-0.02337558467608444 0.02371244222998559 0.015088456992048044 -0.016727425635208192 -0.0075374087117870223 0.0082778777929445567 -0.017670413274326096 0.017832892337441727 -0.017224479703496536
leaf_weight=0.0010357092766259896 0.0010239495294368391 0.0018871742785945929 0.0013024364427080782 0.001018468864477678 0.0011217327324600263 0.0010235806551453044 0.0014467067842078604 0.0010129360750206447
leaf_count=355 335 379 690 188 246 1074 399 244
internal_value=0 -0.00203527 0.000800337 0.00812944 -0.00376414 -9.76898e-05 0.00492471 -0.00382342
internal_weight=0 0.00883028 0.00779457 0.00204242 0.00590739 0.00460496 0.00358138 0.00213467
internal_count=3910 3387 3032 523 2653 1963 889 490
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=9
num_cat=0
split_feature=150 151 43 43 12 16 0 151
split_gain=1.39345e-05 4.35384e-05 4.39063e-05 8.73946e-05 4.75558e-05 5.56865e-05 6.0373e-05 4.06288e-05
threshold=0.077110000000000012 -1.0000000180025095e-35 -0.074254999999999988 -0.092084999999999986 0.089995000000000006 -0.055679999999999993 -0.10209999999999998 -0.024429999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -2
right_child=7 2 4 -5 -6 -7 -8 -9
leaf_value=-0.021154017848455196 0.021462289209428592 -0.003965054624675373 -0.007235456606841547 0.032698269872944212 -0.01962930503809264 -0.015438790803781469 0.025183542368669654 -0.0067875394887827569
leaf_weight=0.0010303325401179834 0.0010184797851719256 0.0015865126515215312 0.0010381524683352324 0.0011016045164186734 0.0015089322719300273 0.0012547915600290968 0.0012860378627809154 0.0010179189877560261
leaf_count=355 335 493 199 552 859 416 513 188
internal_value=0 -0.00183753 0.000721921 0.0110598 -0.00473991 0.00153759 0.0107029 0.00734126
internal_weight=0 0.00880636 0.00777603 0.00268812 0.00508791 0.00357898 0.00232419 0.0020364
internal_count=3910 3387 3032 1045 1987 1128 712 523
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=8
num_cat=0
split_feature=0 52 52 160 42 15 3
split_gain=1.53554e-05 3.31344e-05 2.95566e-05 3.17739e-05 4.23055e-05 5.16749e-05 2.71968e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.062489999999999997 -1.0000000180025095e-35 0.08622500000000001 1.0000000180025095e-35 -0.044019999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=-0.016940047697546725 -0.0028230987201748967 0.012434535289418793 -0.01796237596763655 0.0045919582482752339 0.015146868609260667 -0.021642649418578509 0.019489404509136592
leaf_weight=0.0012671871700111054 0.0011981513059050341 0.0016327232293111837 0.0011154417429037533 0.0019332231854914423 0.0014270408479657671 0.0012275617678269713 0.0010040978951303893
leaf_count=597 270 325 877 419 606 640 176
internal_value=0 -0.00200801 0.000571288 -0.00282491 0.00085548 -0.00559684 0.00735011
internal_weight=0 0.00860318 0.00733599 0.00570327 0.00458783 0.00316078 0.00220225
internal_count=3910 3464 2867 2542 1665 1059 446
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=8
num_cat=0
split_feature=42 403 42 160 43 52 15
split_gain=1.41321e-05 3.28893e-05 3.15368e-05 4.67336e-05 5.90547e-05 2.33748e-05 3.19067e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07526999999999999 -0.068164999999999989 -0.08262499999999999
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=-0.016779761386115324 -0.0084269159120376521 0.017924314168233115 -0.012207481093526748 0.027685057896694915 0.013041674189812343 -0.015141924965285131 0.0058474106930398936
leaf_weight=0.0010610660635413166 0.0017111442970252225 0.0010725811217864476 0.0017861216078344008 0.0010531680895073826 0.0011761642034377865 0.0013230921046220785 0.0016001429809129816
leaf_count=838 832 358 765 422 229 149 317
internal_value=0 0.00148093 -0.000723745 0.00173155 0.00656347 0.00113716 -0.00365262
internal_weight=0 0.00907234 0.00799976 0.00693869 0.00515257 0.0040994 0.00292324
internal_count=3910 3078 2720 1882 1117 695 466
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=8
num_cat=0
split_feature=1 4 2 3 16 1 1
split_gain=1.69502e-05 4.77623e-05 2.46872e-05 3.50523e-05 3.12269e-05 3.73616e-05 8.57728e-05
threshold=0.076710000000000014 -0.082054999999999975 0.11462500000000002 -0.086439999999999989 -0.09601999999999998 0.091845000000000024 0.11183500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7
right_child=2 -3 -4 4 5 6 -8
leaf_value=0.0051956992110118068 0.015099142591304626 -0.017331791432065417 0.013935353534844623 0.0094539154657367688 -0.025320675248468962 0.017745844951326955 -0.022892510393170546
leaf_weight=0.0019858601766751822 0.0011561545550950536 0.0017890110806336084 0.0015572030937827837 0.0011626654117999893 0.0010308891129809281 0.0010669107993414575 0.0010120213540525604
leaf_count=521 391 1487 413 238 334 374 152
internal_value=0 -0.00548067 0.00283596 -0.000347896 -0.00452794 -0.00975531 -0.00203685
internal_weight=0 0.00377487 0.00698584 0.00542864 0.00427249 0.00310982 0.00207893
internal_count=3910 2008 1902 1489 1098 860 526
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=9
num_cat=0
split_feature=157 0 51 2 51 1 12 52
split_gain=1.48503e-05 3.13214e-05 8.26501e-05 4.7401e-05 4.92665e-05 5.49878e-05 4.75358e-05 7.2129e-06
threshold=-0.07453499999999999 -0.017269999999999997 -0.032189999999999989 0.086545000000000025 0.08955500000000001 0.085110000000000005 0.086865000000000012 0.096170000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4 -3
right_child=1 7 3 4 -6 -7 -8 -9
leaf_value=0.011432425622923424 -0.030987143173563759 0.015816897572046854 -0.024638721809347796 -0.0010087697313787684 -0.012335225475084477 0.02505899261861861 0.0037958548375684174 0.0038716563066558234
leaf_weight=0.0010154351160959934 0.0010010308783330668 0.0010033331791417203 0.0012780894234323686 0.0015927736987353873 0.0010911161527442587 0.0016448869240965722 0.0010887811922353791 0.0010187804519892335
leaf_count=502 396 283 596 851 271 306 626 79
internal_value=0 -0.00127685 -0.00418667 -0.000179868 0.00604173 0.0122349 -0.0115586 0.00979865
internal_weight=0 0.00971879 0.00769668 0.00669565 0.00432878 0.00323766 0.00236687 0.00202211
internal_count=3910 3408 3046 2650 1428 1157 1222 362
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=9
num_cat=0
split_feature=48 0 4 42 133 1 4 3
split_gain=7.23597e-05 7.61863e-05 0.000130398 4.51851e-05 5.22105e-05 7.7554e-05 6.07422e-05 5.40396e-05
threshold=0.11930500000000001 -0.17106499999999999 0.0057500000000000008 0.092145000000000019 0.065880000000000008 0.11327500000000001 -0.0021099999999999995 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00013405010593701662 -0.00050937149105375007 -0.00027114070979608943 0.00082299243821030944 -0.00034092488889299224 0.00029660524139668825 0.00039930986208307147 -0.00050390822699985832 0.00029944645610147178
leaf_weight=0.001043547419579462 0.0010013578777476545 0.0014141236747731547 0.0011511506289338677 0.0015791043194273479 0.00197710992214724 0.0010451693593384898 0.0015596474650685973 0.0011629812913201473
leaf_count=81 161 968 135 762 906 250 370 277
internal_value=0 4.13266e-05 0.000367932 -4.07047e-05 2.55164e-05 -7.79148e-05 -0.000198488 -1.36494e-05
internal_weight=0 0.0109328 0.0021947 0.00873814 0.00715903 0.00518192 0.00413675 0.0025771
internal_count=3910 3749 216 3533 2771 1865 1615 1245
is_linear=0
shrinkage=0.00196078


Tree=6486
num_leaves=9
num_cat=0
split_feature=1 484 457 0 2 13 13 13
split_gain=1.76638e-05 3.25155e-05 4.65609e-05 3.1528e-05 5.71357e-05 4.37403e-05 4.1483e-05 2.39475e-05
threshold=0.12864500000000004 0.084225000000000008 0.069705000000000003 -0.10209999999999998 0.096540000000000015 -0.014114999999999997 0.0024700000000000004 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=-0.031193985810795133 0.011491399967652796 0.014373832833179556 0.013412071688464505 -0.0021385657544518298 -0.0012573577839122131 0.021563839907607935 -0.0050938275114972868 -0.023165196381608581
leaf_weight=0.0012374331437116624 0.0011762477005315313 0.0011372788400191248 0.0013449150611249622 0.0011455838097212236 0.0013150524211900127 0.001116234744167186 0.0012236925657743165 0.001027447151855038
leaf_count=247 331 417 248 126 252 461 503 1325
internal_value=0 -0.00149594 -0.00364191 -0.00688815 -0.0157705 -0.00186439 0.0076229 -0.0120803
internal_weight=0 0.00954764 0.00841036 0.00706544 0.00255249 0.00451296 0.00233993 0.00217303
internal_count=3910 3579 3162 2914 499 2415 964 1451
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=10
num_cat=0
split_feature=48 0 4 52 16 4 16 2 16
split_gain=9.5663e-05 7.30283e-05 0.000155685 4.58971e-05 4.99899e-05 0.00011455 4.80892e-05 3.93656e-05 3.57853e-05
threshold=0.11930500000000001 -0.17106499999999999 0.0057500000000000008 -0.048794999999999991 -0.15168999999999996 -0.076329999999999995 0.18936500000000003 0.088895000000000016 -0.38486499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 8 7 -3 -6 -5
right_child=-2 3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00016903219516028117 -0.0005705711241260512 0.00045010691758454961 0.00084772616561363536 -0.00012068905659361403 0.00026776552838571132 -0.00064050430533123292 -6.7126393088575329e-05 -0.00021570645568204516 0.00038334319206929815
leaf_weight=0.0011188647052529049 0.0010558325782186522 0.0013188800950565981 0.0011999258764141189 0.0011340116358526222 0.0012340671716890811 0.0017012571996766353 0.0014518569832315587 0.0013622224208191423 0.0010366068725376591
leaf_count=81 161 599 135 364 758 1041 464 201 106
internal_value=0 4.60053e-05 0.000357119 -3.20784e-05 -0.000122531 -0.000245038 0.000179078 1.40972e-05 0.000120018
internal_weight=0 0.0115577 0.00231879 0.0092389 0.00646817 0.00429755 0.00277074 0.00259629 0.00217062
internal_count=3910 3749 216 3533 2470 2000 1063 959 470
is_linear=0
shrinkage=0.00196078


Tree=6488
num_leaves=10
num_cat=0
split_feature=48 48 403 3 13 52 13 15 1
split_gain=4.56013e-05 7.26927e-05 4.37289e-05 7.81559e-05 5.44636e-05 7.88961e-05 7.86232e-05 7.31715e-05 8.89704e-05
threshold=0.11930500000000001 0.092755000000000018 0.087440000000000004 -0.10315499999999998 -0.0041499999999999983 0.084890000000000007 -0.083924999999999986 -0.017214999999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -6
right_child=-2 -3 -4 4 7 -7 -8 -9 -10
leaf_value=0.00037457610463517444 -0.00040161357502243867 0.00048218201083585158 -0.00040827836674190522 0.00031786893019804014 0.00026843069131061406 -0.00067494333493446396 -0.00043414315744504876 0.00040483225060382457 -0.00048412584070369461
leaf_weight=0.0018894042226379835 0.001023897777151739 0.0012225370257534134 0.0010230790610652454 0.0011300294920666694 0.001127513066937622 0.0011470565975752727 0.0010142815759911152 0.0016053161897308247 0.0013007952117823605
leaf_count=408 161 287 328 549 173 689 772 384 159
internal_value=0 3.02761e-05 -2.36896e-05 1.90115e-05 -7.27026e-05 -0.000259874 -3.78407e-05 8.00259e-05 -0.000134698
internal_weight=0 0.01146 0.0102375 0.0092144 0.00732499 0.00329137 0.00214431 0.00403362 0.00242831
internal_count=3910 3749 3462 3134 2726 2010 1321 716 332
is_linear=0
shrinkage=0.00196078


Tree=6489
num_leaves=9
num_cat=0
split_feature=51 52 52 43 12 0 0 2
split_gain=1.59035e-05 3.04531e-05 3.06583e-05 3.10931e-05 7.13454e-05 3.38979e-05 4.72052e-05 4.61952e-05
threshold=-0.095859999999999987 -0.088354999999999989 -0.048794999999999991 -0.15109999999999998 0.091475000000000015 -0.10462499999999998 -0.18087499999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=0.01097453931065155 -0.016093220001252323 0.014445219126027829 0.013057725022337744 0.0066534272772139358 -0.024226607560843022 -0.0048202334509193272 -0.023471098762248108 0.023418116218625072
leaf_weight=0.0011621014214800622 0.0012315465365254309 0.0013673257785673668 0.0011560615208753774 0.0010817530048946346 0.0014385128821290845 0.0011234756911558917 0.001001999444165336 0.0011960747971851544
leaf_count=455 523 321 228 140 734 905 244 360
internal_value=0 -0.00141186 0.00074957 -0.00192644 -0.00489172 0.00142478 -0.00783234 0.00974085
internal_weight=0 0.00959675 0.0083652 0.00699788 0.00584182 0.0044033 0.00208375 0.00231955
internal_count=3910 3455 2932 2611 2383 1649 384 1265
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 43 2 13
split_gain=7.81212e-05 6.44099e-05 4.70108e-05 8.51403e-05 3.70142e-05 5.19168e-05 4.48285e-05 4.17795e-05
threshold=0.11930500000000001 0.092755000000000018 0.085845000000000019 -0.17106499999999999 0.15927500000000003 -0.083899999999999988 0.090695000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00054946039881882691 -0.00052811518832176379 0.00046339983116992295 -0.00038021146768539381 0.0001587341643494505 0.00021319917542437066 -0.0003133522304498256 -0.00047457538101572296 0.00020892996226455247
leaf_weight=0.0010709227103927058 0.0010433947483805056 0.0011934526928539567 0.0012139730557583469 0.0018523862750280543 0.001714029522912333 0.0012151510090015155 0.0017487002864217511 0.0011425284987431963
leaf_count=139 161 287 395 667 430 1064 613 154
internal_value=0 3.29494e-05 -1.86411e-05 3.15592e-05 -4.07264e-05 -0.000113768 -0.000236693 -6.02549e-05
internal_weight=0 0.0111511 0.00995769 0.00874372 0.0076728 0.00595877 0.00410638 0.00235768
internal_count=3910 3749 3462 3067 2928 2498 1831 1218
is_linear=0
shrinkage=0.00196078


Tree=6491
num_leaves=10
num_cat=0
split_feature=376 12 50 48 3 4 12 52 0
split_gain=3.1872e-05 4.31379e-05 6.1407e-05 7.60028e-05 9.72321e-05 8.47925e-05 0.000106537 5.29601e-05 2.3913e-05
threshold=0.048375000000000008 -0.0089849999999999982 0.082310000000000008 0.11379500000000002 0.10420500000000001 0.074650000000000008 0.092365000000000017 -0.0066199999999999991 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00042376072745261889 0.00032800815592864887 -0.00019870133940581698 -0.000447976779106082 -0.00045122550486661106 0.00060271454642329958 0.00042495920562601723 -0.00066144417574854296 0.00047247097301803659 4.9214654496362373e-05
leaf_weight=0.0010052410754925354 0.0010057516978472921 0.0018090451661658051 0.0010391413820725623 0.0010051487006012862 0.0013378036226815871 0.0015281608441017197 0.001038885904081 0.001029363295550203 0.0010234521986376361
leaf_count=354 206 604 688 109 174 309 694 439 333
internal_value=0 -3.69106e-05 2.72635e-06 5.6118e-05 0.000121777 2.1698e-05 -0.000104048 4.58985e-05 0.000261452
internal_weight=0 0.0108162 0.009811 0.00877186 0.00776671 0.00642891 0.00490075 0.00386186 0.00205282
internal_count=3910 3704 3350 2662 2553 2379 2070 1376 772
is_linear=0
shrinkage=0.00196078


Tree=6492
num_leaves=10
num_cat=0
split_feature=4 0 4 2 2 1 15 51 16
split_gain=4.05414e-05 6.64425e-05 3.37035e-05 3.57905e-05 3.39755e-05 5.10059e-05 5.3709e-05 3.48575e-05 5.66987e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.06272999999999998 0.085355000000000014 0.089710000000000012 0.083370000000000014 -0.095799999999999982 -0.0084849999999999978 -0.09601999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -4 -9
right_child=1 -3 4 -5 5 6 -8 8 -10
leaf_value=-0.00038186483595179009 2.7173167604135122e-05 0.00047040314127319008 0.00016996607774845586 -0.00046204436560909931 -0.00018360878979016703 8.148733800622647e-05 0.00062121657264464639 8.3553067845781162e-05 -0.00055345580039472956
leaf_weight=0.0010155937230559948 0.0010846121176552187 0.0011644765753990724 0.0011224431571868173 0.0012235094486458523 0.0012060648349530405 0.001795085905065154 0.0011714283362602345 0.0010076628889071327 0.0011506366011349027
leaf_count=176 667 239 368 620 694 289 229 220 408
internal_value=0 2.76972e-05 -2.51147e-05 -0.000232156 3.90011e-05 0.000156388 0.000294618 -0.000110297 -0.00025605
internal_weight=0 0.0109259 0.00976144 0.00230812 0.00745332 0.00417258 0.00296651 0.00328074 0.0021583
internal_count=3910 3734 3495 1287 2208 1212 518 996 628
is_linear=0
shrinkage=0.00196078


Tree=6493
num_leaves=8
num_cat=0
split_feature=52 15 160 16 0 48 15
split_gain=1.5274e-05 2.4172e-05 1.97625e-05 2.81568e-05 6.54956e-05 6.08154e-05 2.31174e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.085065000000000016 -0.083144999999999983 -0.060094999999999989 0.084905000000000022 0.084050000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=0.018463506565737042 0.022943605134408088 -0.001489677556598071 -0.014342080156392307 -0.019179649288024798 0.0080759640891039739 -0.014532931670506011 0.0039124406098602288
leaf_weight=0.0010348598314800308 0.0013966456580488042 0.0014689641340075736 0.0011465571897896843 0.0018989744904462306 0.0016457468883380717 0.0010276328877448105 0.0011754756333008938
leaf_count=464 569 507 225 1284 217 220 424
internal_value=0 0.00675721 -0.00215488 -0.000199052 -0.00652539 0.00603056 0.0142462
internal_weight=0 0.00250382 0.00829103 0.00714448 0.00354472 0.00359975 0.00257212
internal_count=3910 971 2939 2714 1501 1213 993
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=9
num_cat=0
split_feature=1 2 2 48 51 47 0 160
split_gain=1.59117e-05 3.61445e-05 6.39988e-05 2.38719e-05 4.40563e-05 3.86021e-05 7.10857e-05 8.84544e-05
threshold=0.076710000000000014 0.091525000000000009 0.10393500000000001 0.087945000000000009 0.088715000000000002 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -2
right_child=3 2 -4 4 -6 -7 -8 -9
leaf_value=-0.018106545537912935 -0.00036221106055032125 0.017596779896361069 -0.015167592704106562 -0.020794945542106782 0.0079873837591734591 -0.0081333089227240331 -0.0090531867879118152 0.037985614616012013
leaf_weight=0.0013929504721400809 0.0010555940618584491 0.0012649918927991558 0.0011275710535607079 0.0010403285783880457 0.0010879785794504617 0.0012994096678202484 0.0011052623352504837 0.0013982740947279212
leaf_count=1172 198 481 355 209 156 189 826 324
internal_value=0 -0.00530028 0.00215553 0.00275 -0.00608158 0.00661872 0.0120046 0.0214893
internal_weight=0 0.00378551 0.00239256 0.00698685 0.00212831 0.00485854 0.00355913 0.00245387
internal_count=3910 2008 836 1902 365 1537 1348 522
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=11
num_cat=0
split_feature=15 15 3 12 16 0 4 4 3 2
split_gain=8.21253e-05 9.67029e-05 4.58478e-05 7.14756e-05 4.68955e-05 5.81895e-05 9.80105e-05 9.4417e-05 5.91205e-05 5.40789e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.100615 0.091405000000000014 -0.27337499999999998 -0.10131499999999999 -0.0021099999999999995 0.0057500000000000008 -0.078884999999999997 0.10066500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 8 -6 -7 -10
right_child=1 2 4 -5 5 6 -8 -9 9 -11
leaf_value=0.000511368655929731 -0.00062280546114199073 -0.00010350304590691042 -0.00042323964473544527 0.00061747323217436014 -0.00011756780244961138 -0.00032817938890224781 -0.00063066517813922471 0.00060032219497252221 0.00054844002420099502 -8.9490822963493561e-05
leaf_weight=0.0010743148743603331 0.0010498714494072839 0.0010505024868244614 0.0011961397101738994 0.0010642206862043519 0.0015217121227334299 0.0011253570820595241 0.0011732087081023565 0.0013113435386149161 0.0010282180440095209 0.0010154829850842289
leaf_count=317 297 201 198 236 194 1250 490 79 453 195
internal_value=0 -5.54417e-05 1.36244e-06 0.000259324 -6.38014e-05 -3.88234e-06 -0.000146509 0.000214724 3.27291e-05 0.000231462
internal_weight=0 0.0115361 0.0104862 0.00211472 0.00837146 0.00717532 0.00434227 0.00283306 0.00316906 0.0020437
internal_count=3910 3593 3296 437 2859 2661 2388 273 1898 648
is_linear=0
shrinkage=0.00196078


Tree=6496
num_leaves=9
num_cat=0
split_feature=1 1 43 3 1 3 42 4
split_gain=1.63027e-05 3.70039e-05 3.31873e-05 5.05246e-05 3.13471e-05 3.34809e-05 4.01669e-05 3.69373e-05
threshold=0.10498500000000001 0.092550000000000007 -0.075819999999999985 0.12046500000000002 0.08844500000000001 -0.100615 0.084100000000000022 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 7 -7
right_child=2 -3 3 -5 -6 6 -8 -9
leaf_value=0.0099966788040931273 -0.010050959668244888 -0.020585592924357243 0.023482572143486882 -0.0040055841175845588 0.015627517272503038 0.010998154573810532 -0.024848878926189324 -0.013128524514890392
leaf_weight=0.0013746608555756669 0.0010242736596375273 0.0010133126788618744 0.0014830450614646536 0.0012177048331165465 0.0010658467508212546 0.0012180824595740521 0.0010462575866989521 0.0013246029257349221
leaf_count=286 312 427 314 233 267 371 1034 666
internal_value=0 -0.00290409 0.00527598 0.0110888 6.74739e-05 -0.00327377 -0.00835671 -0.00157055
internal_weight=0 0.00704276 0.00372502 0.00270075 0.00602945 0.0049636 0.00358894 0.00254269
internal_count=3910 3051 859 547 2624 2357 2071 1037
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=8
num_cat=0
split_feature=1 52 0 12 151 2 16
split_gain=1.36294e-05 3.26955e-05 4.03272e-05 5.67309e-05 4.13092e-05 0.000104763 3.56203e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.089995000000000006 -0.0088999999999999982 0.088485000000000022 0.15737500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4
right_child=-2 -3 6 -5 5 -7 -8
leaf_value=-0.014824713372275831 0.010052326663433496 -0.016849791280683982 0.022284775259300726 -0.0254406422889117 -0.0092550785770377855 0.026702165110680617 -0.00018922637622584615
leaf_weight=0.0012416141432516356 0.0011842173169925871 0.00118740269049187 0.0013571029559797262 0.0010150558602112425 0.0018394136997759935 0.0014482565366359212 0.0014682230906591146
leaf_count=399 331 580 520 485 851 323 421
internal_value=0 -0.00132103 0.000882034 -0.00407309 0.000715586 0.0065845 0.0106058
internal_weight=0 0.00955707 0.00836967 0.00554434 0.00452928 0.00328767 0.00282533
internal_count=3910 3579 2999 2058 1573 1174 941
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=8
num_cat=0
split_feature=43 52 160 16 0 51 16
split_gain=1.40504e-05 4.48301e-05 4.21644e-05 6.19436e-05 4.56317e-05 4.27827e-05 3.82527e-05
threshold=-0.074254999999999988 -0.088779999999999984 -0.026849999999999995 -0.055679999999999993 -0.10462499999999998 0.077145000000000005 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=0.021558604328165309 0.011988163179687747 0.0098455726806621173 -0.022460727534462547 -0.022469593588709865 0.013003608241303619 0.0052016600744602542 -0.015205903717620302
leaf_weight=0.0011272464926118933 0.0015480584842122395 0.0012311950679219086 0.0011445943878565902 0.0017175022622656164 0.0016416497434767119 0.0010929912681865075 0.0012071649454261915
leaf_count=433 507 497 241 565 944 97 626
internal_value=0 0.0050672 -0.00261853 -0.00665875 0.000341386 -0.00894851 -0.00255672
internal_weight=0 0.00356561 0.0071448 0.00559674 0.00387924 0.00223759 0.00243836
internal_count=3910 1556 2354 1847 1282 338 1123
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=10
num_cat=0
split_feature=48 48 42 51 1 133 0 4 16
split_gain=5.87047e-05 8.20885e-05 4.98266e-05 6.7595e-05 7.86731e-05 9.12175e-05 9.0044e-05 9.41563e-05 5.92685e-05
threshold=0.11930500000000001 0.092755000000000018 0.086325000000000013 0.085845000000000019 0.11198000000000001 0.065880000000000008 -0.083424999999999985 -1.0000000180025095e-35 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -4
right_child=-2 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=0.0004795351123920031 -0.00045857256913059814 0.00052150794035653271 8.5801098497554406e-05 -0.00040996465408904608 0.00058727163309493866 0.00045652952428574124 -0.00053238973817475751 -0.00027933958308798157 -0.00054182174300909387
leaf_weight=0.0012343249787684634 0.0010043365251138194 0.0011966551447686663 0.0010177445707835841 0.0010327487145242974 0.0011831594898606256 0.0014021506276963233 0.0013653003191179576 0.0012809062084642388 0.0013402811942369269
leaf_count=351 161 287 356 240 238 537 538 248 954
internal_value=0 3.6549e-05 -2.2328e-05 5.58493e-05 0.000130251 2.78922e-05 -0.000126987 9.30707e-05 -0.000270934
internal_weight=0 0.0110533 0.00985662 0.00749859 0.00646584 0.00528268 0.00388053 0.00251523 0.00235803
internal_count=3910 3749 3462 2152 1912 1674 1137 599 1310
is_linear=0
shrinkage=0.00196078


Tree=6500
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 0 43 1
split_gain=1.44084e-05 3.4414e-05 6.41585e-05 4.72108e-05 2.93229e-05 3.57271e-05 4.75718e-05 4.08211e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 -0.10628499999999998 -0.10071499999999999 -0.074254999999999988 0.092730000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=0.0097617267280411223 0.0076242198494886606 0.015278910532214703 -0.026659408382508982 0.017800529334249662 0.014688842639496789 -0.001492640668482915 -0.030910303504308102 -0.012468818506768273
leaf_weight=0.0013112940441413175 0.0016230649109205252 0.0010898894849958587 0.0010551789835697434 0.0012056644684612086 0.0010886966038609284 0.0010364044778878145 0.0011705945853833987 0.0011258372235392056
leaf_count=210 410 419 144 214 198 869 1359 87
internal_value=0 -0.00142822 -0.00362063 -0.000267647 -0.00387155 -0.00809144 -0.0170958 0.000882277
internal_weight=0 0.00939533 0.00830544 0.00725026 0.0060446 0.00442153 0.002207 0.00221453
internal_count=3910 3700 3281 3137 2923 2513 2228 285
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=8
num_cat=0
split_feature=376 3 2 3 15 15 15
split_gain=2.26261e-05 3.49131e-05 0.000121851 4.71504e-05 4.57615e-05 4.55505e-05 4.11924e-05
threshold=0.048375000000000008 0.094625000000000015 0.11230000000000001 -0.074234999999999982 -0.09547499999999999 -0.021529999999999997 0.041585000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00024932874206810097 0.00027121767234466082 0.00052975713678035598 -0.00023709060027046657 -1.6867339581931415e-05 -0.00054031933058262349 -0.00041733208057986209 4.8083306993718038e-05
leaf_weight=0.0018460068067714963 0.0010185959093364479 0.0015565561658661378 0.0016318556238547294 0.0011119437448545472 0.0015196376839555531 0.001233299053370157 0.0017956164622536805
leaf_count=882 206 201 229 249 555 428 1160
internal_value=0 -3.46183e-05 0.000137278 -0.000107632 -0.000319141 6.54502e-06 -0.000141422
internal_weight=0 0.0106949 0.00318841 0.0075065 0.00263158 0.00487492 0.00302892
internal_count=3910 3704 430 3274 804 2470 1588
is_linear=0
shrinkage=0.00196078


Tree=6502
num_leaves=8
num_cat=0
split_feature=1 43 3 1 4 0 12
split_gain=1.55074e-05 3.22134e-05 4.50339e-05 2.73626e-05 3.00559e-05 4.77584e-05 3.49806e-05
threshold=0.10498500000000001 -0.075819999999999985 0.12046500000000002 0.092550000000000007 0.018480000000000003 -0.084304999999999977 0.088325000000000015
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.017373429639160401 -0.0099358852652157506 0.022775211947359691 -0.0032874269197314208 -0.018127421771046665 0.013988045543134887 -0.010372270724338979 0.011562678621286376
leaf_weight=0.0016824661194943082 0.0010204122670150434 0.0014609252856353527 0.0012138365208615937 0.0010015581496530049 0.0011858491187858216 0.0011481543094319516 0.0019821988830864782
leaf_count=1032 312 314 233 427 397 431 764
internal_value=0 0.00518075 0.0109477 -0.00282671 -0.000272049 -0.00378565 0.00351735
internal_weight=0 0.00369517 0.00267476 0.00700023 0.00599867 0.00481282 0.00313035
internal_count=3910 859 547 3051 2624 2227 1195
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=10
num_cat=0
split_feature=48 48 42 133 43 2 4 16 16
split_gain=6.86464e-05 0.000105384 5.6743e-05 6.56495e-05 0.000103227 0.00010001 7.25693e-05 5.57951e-05 5.14467e-05
threshold=0.11930500000000001 0.092755000000000018 0.086325000000000013 0.065880000000000008 -0.0037249999999999996 0.093070000000000014 0.0057500000000000008 -0.0092949999999999994 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -4
right_child=-2 -3 8 -5 5 7 -8 -9 -10
leaf_value=-0.00054574083898895206 -0.00049510353558544524 0.00058092965191340097 3.7660629119435077e-05 0.00041398988383449899 9.4749666645442906e-05 -0.00056436961715904327 0.00074925918274889626 8.2057834902835944e-05 -0.00054398188395997176
leaf_weight=0.0012367840546127088 0.001025446860166924 0.0012123197728899611 0.0010223342911460569 0.001533782271052846 0.0018460615205452826 0.0010288569574347 0.0010063414066270988 0.0010245655067279602 0.0013656771829353906
leaf_count=629 161 287 356 624 338 207 126 228 954
internal_value=0 3.47814e-05 -3.10056e-05 5.11111e-05 -3.94981e-05 8.81283e-05 0.000325664 -0.000241831 -0.000294974
internal_weight=0 0.0112767 0.0100644 0.00767639 0.00614261 0.00490583 0.0028524 0.00205342 0.00238801
internal_count=3910 3749 3462 2152 1528 899 464 435 1310
is_linear=0
shrinkage=0.00196078


Tree=6504
num_leaves=8
num_cat=0
split_feature=1 4 15 15 16 0 43
split_gain=1.48315e-05 3.33104e-05 2.23945e-05 3.71565e-05 4.46016e-05 5.836e-05 7.97053e-06
threshold=0.076710000000000014 -0.082054999999999975 0.035895000000000003 -0.017214999999999998 -0.055679999999999993 -0.19631499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0025784595100788654 -0.0067788651443910983 -0.015101246902748382 -0.010115694465519704 0.022210272077639037 -0.012942997170786359 0.020130501353419511 0.010044736240872328
leaf_weight=0.0010006509048295347 0.0014691831560580961 0.0017700109870515488 0.0011416395723388151 0.0010519113428662987 0.0014825501386824848 0.0017853265565810695 0.0010001714776013693
leaf_count=435 131 1487 532 337 409 493 86
internal_value=0 -0.00510843 0.00268465 0.00520899 0.00143369 0.00798281 0.00373163
internal_weight=0 0.00377083 0.00693061 0.00578897 0.00473706 0.00325451 0.00200082
internal_count=3910 2008 1902 1370 1033 624 521
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=9
num_cat=0
split_feature=11 48 2 150 49 42 43 13
split_gain=4.55756e-05 4.13335e-05 4.62281e-05 5.88263e-05 8.55797e-05 9.54803e-05 9.6136e-05 6.77081e-05
threshold=0.078340000000000007 0.096835000000000018 0.11260500000000001 0.086420000000000011 -1.0000000180025095e-35 -0.082904999999999993 -0.074254999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=0.00049275665630226591 -0.00040227397165713065 0.00033069202903979867 0.00030013458808554301 -0.00049005874233530957 0.00037934352056434448 0.00017191416964277233 -8.752241158236493e-05 -0.00068292144372482399
leaf_weight=0.0011007678865018224 0.0010219293513172136 0.0015207727809127625 0.0014849294954748194 0.001135098956136003 0.0012340680049576702 0.0014885750864509833 0.0012522230752630504 0.0017754756189401833
leaf_count=330 263 341 471 267 424 576 154 1084
internal_value=0 3.06286e-05 -1.75524e-05 -7.6622e-05 -8.12341e-06 -0.000104005 -0.00023608 -0.000436671
internal_weight=0 0.0109919 0.00947114 0.00798621 0.00685111 0.00575034 0.00451627 0.0030277
internal_count=3910 3647 3306 2835 2568 2238 1814 1238
is_linear=0
shrinkage=0.00196078


Tree=6506
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 48 3 0
split_gain=2.85073e-05 5.69988e-05 4.487e-05 4.161e-05 8.87978e-05 6.04931e-05 3.49684e-05 4.63976e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.053834999999999994 0.091230000000000019 1.0000000180025095e-35 0.087945000000000009 -0.015794999999999997 -0.15291499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.0003173230626436039 -0.00044767620928176861 0.00043371671194969858 -0.00041667347003851619 0.00030121796697260133 0.00047506338585930963 -0.00022890195236476869 0.00033449469517083665 -0.00019082123142766919
leaf_weight=0.0010420351639300685 0.0016333949942301642 0.0011571463949406604 0.0010153543015759452 0.0016329668942412119 0.0012738974812488693 0.0017667171484159038 0.0013249366160411891 0.0012622563751422261
leaf_count=176 1461 239 235 734 506 221 152 186
internal_value=0 2.19167e-05 -2.61696e-05 1.84101e-05 -4.51903e-05 7.16258e-05 0.000209138 7.82002e-05
internal_weight=0 0.0110667 0.00990952 0.00889417 0.0072612 0.00562781 0.00386109 0.00258719
internal_count=3910 3734 3495 3260 2526 1065 844 338
is_linear=0
shrinkage=0.00196078


Tree=6507
num_leaves=8
num_cat=0
split_feature=12 3 159 2 16 4 2
split_gain=1.29037e-05 2.48614e-05 3.11718e-05 2.67297e-05 5.59387e-05 6.44593e-05 7.17711e-05
threshold=0.10700500000000002 0.13772500000000001 0.082325000000000023 0.10679500000000001 0.20277000000000003 0.0057500000000000008 0.087005000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0061195829427344263 -0.010827472604416489 0.015673862453571271 -0.016792249643351308 -0.0090133776850308007 0.025851045222062857 0.016032113485696168 -0.024464413942036939
leaf_weight=0.0016238298306871274 0.001009071307983926 0.0010387522820372924 0.0010566979494326537 0.0018267873398446202 0.0010413420957566576 0.0016776599204388768 0.001454639112659918
leaf_count=1114 355 224 494 413 239 321 750
internal_value=0 0.00105331 -0.000696165 0.0015347 0.00485841 0.000262125 -0.00833198
internal_weight=0 0.00971971 0.00868096 0.00762426 0.00579747 0.00475613 0.00307847
internal_count=3910 3555 3331 2837 2424 2185 1864
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=9
num_cat=0
split_feature=11 43 160 2 12 0 2 13
split_gain=3.18627e-05 3.83102e-05 4.70697e-05 7.0027e-05 8.23314e-05 8.33735e-05 4.52931e-05 3.54494e-05
threshold=0.078340000000000007 -0.074254999999999988 -0.026849999999999995 0.11125500000000001 0.089995000000000006 -0.10209999999999998 0.093655000000000002 -0.0082649999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 7 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00023872398191503489 -0.00034689758519533884 0.0002374768502656034 -0.0004337976551868788 0.00022055834997899344 -0.00074979446719784511 0.00019924459953519257 0.00047137351598004691 -0.00025730630642530132
leaf_weight=0.0012268798331604785 0.0010004928061332621 0.0015776596131474403 0.0015979359025080373 0.0014917989662100719 0.0010495264773588758 0.0016015693352942502 0.0013330171211132598 0.0010098784411027406
leaf_count=730 263 482 200 314 526 653 460 282
internal_value=0 1.87419e-05 -6.24882e-05 -0.000144923 -0.00027324 -0.000116917 0.000185274 1.47703e-05
internal_weight=0 0.0108883 0.00731849 0.00574083 0.00424903 0.00319951 0.00356978 0.00223676
internal_count=3910 3647 2175 1693 1379 853 1472 1012
is_linear=0
shrinkage=0.00196078


Tree=6509
num_leaves=8
num_cat=0
split_feature=4 42 133 16 3 49 15
split_gain=1.38898e-05 2.24327e-05 2.70219e-05 3.67874e-05 6.23526e-05 6.47044e-05 7.50241e-05
threshold=0.27020000000000005 0.092145000000000019 0.065880000000000008 -0.19424999999999998 -0.078884999999999997 -0.042499999999999989 -0.017214999999999998
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=-0.019908330438927216 0.0087200222537012952 -0.013104481229002918 0.011463018340802092 -0.017618445467205916 -0.011965929942707513 8.8952306772708796e-05 0.034754911530766743
leaf_weight=0.0010218477014032811 0.001540123697316753 0.0014187389071319981 0.0017609810301922159 0.0013297495070784923 0.0011494108203898836 0.0013030676132219378 0.0011985090275673602
leaf_count=115 472 698 878 1083 149 267 248
internal_value=0 -0.00154219 0.00057074 -0.00262473 0.000921168 0.0076736 0.0166975
internal_weight=0 0.0091823 0.00776357 0.00600258 0.00498074 0.00365099 0.00250158
internal_count=3910 3438 2740 1862 1747 664 515
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=8
num_cat=0
split_feature=50 15 47 0 48 2 43
split_gain=1.46019e-05 3.77671e-05 4.86734e-05 3.44248e-05 5.08688e-05 3.55919e-05 2.87779e-05
threshold=0.086465000000000014 -0.15202999999999997 0.096175000000000024 -0.10783 0.086285000000000014 0.086650000000000019 -0.078454999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.019047712536248724 -0.010970503730826619 0.023285321454102947 -0.019124874490932101 -0.016111740762872709 -0.0047199552443843848 0.014074129599939337 -0.0051975163644628584
leaf_weight=0.0010543218279903512 0.001100423100345734 0.0015071208249378548 0.0012641353805935675 0.0014405869330497869 0.0011385823200730505 0.0013277372775574304 0.0018608077709157227
leaf_count=413 715 329 235 811 125 495 787
internal_value=0 0.00119151 -0.00101322 0.00213401 0.0112332 -0.00306649 0.00282736
internal_weight=0 0.00959329 0.00853897 0.00727484 0.0026457 0.00462913 0.00318855
internal_count=3910 3195 2782 2547 454 2093 1282
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=9
num_cat=0
split_feature=4 0 52 15 15 160 49 47
split_gain=1.20836e-05 3.60864e-05 2.87169e-05 2.66458e-05 7.02966e-05 5.16738e-05 5.28359e-05 3.70136e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.088615000000000013 -0.0089749999999999986 -1.0000000180025095e-35 -0.047309999999999998 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.010481612090711759 -0.015238160187103299 0.017342081208627996 -0.020863362420582329 -0.013234384648646055 0.021498121330974073 0.022230053250959583 -0.016474608595106213 0.0090768894666194561
leaf_weight=0.0010063776527072842 0.0012520598240757059 0.0011896124276617277 0.00116399566533737 0.0010907502818251385 0.0016332653887671505 0.0010458411634477961 0.001251696230591645 0.001036297446753779
leaf_count=208 584 252 665 757 727 190 382 145
internal_value=0 0.00103248 -0.00125715 0.00116675 0.00372878 -0.00272367 0.00360973 -0.00490161
internal_weight=0 0.00966352 0.00847391 0.00722185 0.0061311 0.00449783 0.00333383 0.00228799
internal_count=3910 3702 3450 2866 2109 1382 717 527
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=10
num_cat=0
split_feature=376 43 131 13 457 16 0 4 4
split_gain=3.14963e-05 4.16251e-05 4.79018e-05 3.92253e-05 6.31702e-05 4.07431e-05 6.40253e-05 2.97136e-06 1.26867e-06
threshold=0.048375000000000008 -0.17307499999999998 0.08103500000000001 -0.09547499999999999 0.081330000000000013 -0.19424999999999998 -0.10131499999999999 -0.082339999999999983 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -7 -8 -3
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=0.00028071524607855235 0.00032734503427580246 0.0002543478700182491 -0.00047969386031810018 -0.00055446669485588668 0.00024867920569175044 0.00018302997690451106 -0.00027344764637475094 -0.00042378001964598385 0.00015565318502495413
leaf_weight=0.0013855813233181408 0.0010056591219626135 0.0010001093860644086 0.0010420485581142244 0.0010890028152378229 0.0014300669167224044 0.0015214406940634506 0.0010000438353785469 0.0010221475916897119 0.0010028893089489071
leaf_count=264 206 177 601 199 204 165 522 1345 227
internal_value=0 -3.59062e-05 -8.40745e-05 -3.29625e-05 -0.000111558 -0.000222761 -0.000120824 -0.000349435 0.000204932
internal_weight=0 0.0104933 0.00910775 0.0080657 0.0060627 0.00463263 0.00354363 0.00202219 0.002003
internal_count=3910 3704 3440 2839 2435 2231 2032 1867 404
is_linear=0
shrinkage=0.00196078


Tree=6513
num_leaves=8
num_cat=0
split_feature=1 13 15 150 4 3 12
split_gain=1.40636e-05 3.01232e-05 5.38183e-05 2.65017e-05 7.23048e-05 4.66223e-05 2.65853e-05
threshold=0.10752500000000002 -0.060719999999999989 -0.074174999999999977 0.084800000000000014 -1.0000000180025095e-35 0.084925000000000014 0.086765000000000023
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.015195605857173342 0.018158736594380383 0.014663410067811992 -0.017201805813980155 0.010631647003363894 -0.021825781538642258 0.018384578599720872 0.0036840908997160257
leaf_weight=0.0013472248559331626 0.0011823628873260947 0.001028425942190889 0.0010936783720812693 0.0012732431194237958 0.0018341079408280263 0.0012255157674592593 0.0016708786355623955
leaf_count=739 394 195 170 301 642 134 1335
internal_value=0 0.00536764 -0.00175911 -0.00248672 -0.00523493 0.0019357 -0.00474345
internal_weight=0 0.00330447 0.0021221 0.00735097 0.00607773 0.00424362 0.0030181
internal_count=3910 759 365 3151 2850 2208 2074
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=11
num_cat=0
split_feature=15 15 3 16 1 51 12 3 2 0
split_gain=3.85623e-05 7.54203e-05 4.22853e-05 7.14566e-05 9.84071e-05 8.334e-05 5.40803e-05 4.70543e-05 7.30471e-05 5.77992e-05
threshold=-0.24219999999999997 -0.11739999999999999 -0.100615 -0.30307999999999996 0.095575000000000007 -0.032189999999999989 0.091405000000000014 0.084925000000000014 0.093070000000000014 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 7 -6 -3 9 -9 -5
right_child=1 2 3 4 5 -7 -8 8 -10 -11
leaf_value=0.00035538902696531557 -0.00054335164198017602 -6.2272331354064185e-05 -0.00053968611103507311 -0.00065894618106910263 -8.6901511729454357e-05 0.00065235320812143875 0.00057049339074872834 0.00043195280332803185 -0.00030152386966856594 -8.0442563692830193e-05
leaf_weight=0.0010307981188502754 0.0010424179479050161 0.0010194544998545412 0.0010165978549374179 0.0011115750028838393 0.0010155233858014211 0.0013871978757284157 0.001058452244119527 0.001077514621225989 0.0010125967749516351 0.001649086440304809
leaf_count=317 297 201 188 881 157 353 236 86 54 1140
internal_value=0 -4.06487e-05 9.99164e-06 -5.28365e-05 1.53969e-05 0.000339903 0.000260048 -0.00014534 7.66052e-05 -0.000313376
internal_weight=0 0.0113904 0.010348 0.00827009 0.00725349 0.00240272 0.00207791 0.00485077 0.00209011 0.00276066
internal_count=3910 3593 3296 2859 2671 510 437 2161 140 2021
is_linear=0
shrinkage=0.00196078


Tree=6515
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 42 43 2
split_gain=1.25948e-05 3.13509e-05 4.472e-05 3.87843e-05 6.21123e-05 3.63752e-05 6.30299e-05 5.90598e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.084905000000000022 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.017422289414787122 -0.01020129154741581 -0.018597163646646233 0.028634542818375783 -0.018954612549489464 -0.0034094802978172443 0.02171147282918064 -0.02014317825600255 0.0098508783149414293
leaf_weight=0.0010491086652145024 0.0010970837806217265 0.0012226512803384 0.0011952088575424083 0.0011125572175230691 0.0012247533462826539 0.0011039523572096916 0.0014668746753579186 0.0011882762311154771
leaf_count=413 715 284 170 690 132 354 829 323
internal_value=0 0.00111121 -0.000898605 0.00206907 0.0124169 -0.00307115 0.00162977 -0.00671975
internal_weight=0 0.00956338 0.00851427 0.00729162 0.00241996 0.00487166 0.0037591 0.00265515
internal_count=3910 3195 2782 2498 302 2196 1506 1152
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=8
num_cat=0
split_feature=1 52 0 12 151 2 16
split_gain=1.29484e-05 3.07913e-05 3.47205e-05 5.49091e-05 3.95643e-05 9.54313e-05 3.55155e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.089995000000000006 -0.0088999999999999982 0.088485000000000022 0.15737500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4
right_child=-2 -3 6 -5 5 -7 -8
leaf_value=-0.014321686599385068 0.0099087181961590685 -0.016335228643400344 0.021702662277806199 -0.024889866500262536 -0.0084437049831466507 0.02606265671933641 -0.00084794106229513916
leaf_weight=0.0012244952588190477 0.0011633643630129574 0.0011866962073617685 0.0013401478273757992 0.0010028346291329855 0.0018180411698379825 0.0014333831156623979 0.0014584374771049297
leaf_count=399 331 580 520 485 851 323 421
internal_value=0 -0.00127085 0.000888887 -0.00373999 0.000998662 0.00676835 0.00995078
internal_weight=0 0.00946404 0.00827734 0.00547875 0.00447592 0.00325142 0.00279859
internal_count=3910 3579 2999 2058 1573 1174 941
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=9
num_cat=0
split_feature=1 48 47 16 51 4 13 12
split_gain=1.28391e-05 2.73938e-05 3.71241e-05 7.63547e-05 3.19382e-05 2.65858e-05 2.38828e-05 2.07137e-05
threshold=0.085835000000000009 0.087945000000000009 0.09252500000000001 -0.022939999999999999 0.088715000000000002 -0.082054999999999975 -1.0000000180025095e-35 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 6 -1 -7
right_child=1 4 -4 -5 -6 7 -8 -9
leaf_value=-0.0070251682384497253 0.027530117604319268 -0.01930766177452 -0.006825394288002929 -0.0050695957609078676 0.0058856795831787826 -0.0227077315562393 0.013249537302575205 -0.0026227261405541609
leaf_weight=0.0011592217330731757 0.0016864706588924313 0.0010068063243560306 0.0012689186496951891 0.0012517303840899794 0.0010059890262397201 0.0010080801608637316 0.0011647961302758696 0.0010465173001217821
leaf_count=425 680 202 182 498 148 746 200 829
internal_value=0 0.00287849 0.00746879 0.013642 -0.00671611 -0.00419006 0.0031365 -0.0124774
internal_weight=0 0.00621992 0.00420712 0.0029382 0.0020128 0.00437862 0.00232402 0.0020546
internal_count=3910 1710 1360 1178 350 2200 625 1575
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=9
num_cat=0
split_feature=4 2 2 16 43 49 15 15
split_gain=1.44864e-05 3.21777e-05 5.11855e-05 4.41094e-05 3.03911e-05 3.0045e-05 6.06619e-05 7.05291e-05
threshold=0.0057500000000000008 0.11085000000000002 0.087005000000000013 -0.008069999999999999 -0.0031199999999999995 -0.047309999999999998 -0.055679999999999993 -0.14487999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -2 7 -7
right_child=5 -3 3 -5 -6 6 -8 -9
leaf_value=0.017152221455009706 0.018937906372539722 0.012871512171249414 -0.031982781735061777 -0.0054845792107393555 -0.0066516788018292534 0.0093191812340875004 0.019616455271447855 -0.023303793606815223
leaf_weight=0.0010130797830892346 0.0010532760521504746 0.0010009769314486905 0.0010611807683494217 0.001539638671675951 0.0011397831089087593 0.0012264082106422059 0.0010979813637925304 0.0014418072304516281
leaf_count=957 176 284 658 521 373 387 169 385
internal_value=0 -0.00342411 -0.00685546 -0.0162963 0.0045498 0.00400768 -0.000167797 -0.0083091
internal_weight=0 0.00575466 0.00475368 0.00260082 0.00215286 0.00481947 0.0037662 0.00266822
internal_count=3910 2793 2509 1179 1330 1117 941 772
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=9
num_cat=0
split_feature=4 0 156 15 15 42 43 4
split_gain=3.18641e-05 5.74844e-05 3.15545e-05 3.20347e-05 5.79496e-05 4.31515e-05 7.74744e-05 6.29434e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 0.083820000000000019 -0.11739999999999999 -0.10071499999999999 0.091230000000000019 -0.014114999999999997 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.00034222390098230597 -0.00023667449180952573 0.00043527706818108673 -0.00034443807472352714 0.00048288504307049889 -0.00047774571466677006 0.0002937614914442139 -0.00015102630075557102 0.00043244538632429243
leaf_weight=0.0010177227409855763 0.0016227645992092097 0.0011488907234828366 0.0010807618204972348 0.0010965986007513461 0.0014341259773224266 0.0013824152977113934 0.0018212631929575172 0.0011658793342593978
leaf_count=176 473 239 419 107 1004 625 680 187
internal_value=0 2.07732e-05 -2.88134e-05 1.12093e-05 6.9505e-05 -8.60258e-06 -0.000103144 7.67022e-05
internal_weight=0 0.0107527 0.00960381 0.00852305 0.00690028 0.00580368 0.00442127 0.00298714
internal_count=3910 3734 3495 3076 2603 2496 1871 867
is_linear=0
shrinkage=0.00196078


Tree=6520
num_leaves=10
num_cat=0
split_feature=376 50 48 1 2 12 151 4 3
split_gain=3.20776e-05 4.73569e-05 4.62864e-05 6.58424e-05 0.000101498 0.000111659 6.09585e-05 7.26929e-05 5.1268e-05
threshold=0.048375000000000008 0.088425000000000017 0.11379500000000002 0.11198000000000001 0.10869000000000002 0.093125000000000013 -0.0074049999999999993 0.05309500000000001 -0.081164999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00032476530637940137 0.00032410934347518021 -0.00044454743504474795 -0.0003928062318855464 0.00039834186157043758 -0.00058161958114391361 0.00062626017746055483 -0.00012179765548458669 0.00024668947113593416 -0.00067329352652152608
leaf_weight=0.0011853946487769326 0.0010120217105421417 0.0010130221605043179 0.0010281509812799421 0.0016615342449190643 0.001104003330836623 0.0011115135302715339 0.0014974950355991004 0.0010635686295077003 0.0011425127174839831
leaf_count=304 206 662 134 419 324 480 844 173 364
internal_value=0 -4.09585e-05 7.85128e-07 4.69488e-05 -3.52319e-05 6.52956e-05 -6.22404e-05 -0.000186108 -0.000360468
internal_weight=0 0.0108072 0.00979417 0.00876602 0.00710449 0.00600048 0.00488897 0.00370358 0.00264001
internal_count=3910 3704 3042 2908 2489 2165 1685 1381 1208
is_linear=0
shrinkage=0.00196078


Tree=6521
num_leaves=8
num_cat=0
split_feature=50 156 42 160 133 4 4
split_gain=1.59134e-05 2.36036e-05 2.69166e-05 3.38204e-05 4.43184e-05 8.2704e-05 1.78351e-05
threshold=0.086465000000000014 0.083820000000000019 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.17888000000000001
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=-0.0095006774234932517 -0.011494794672701186 -0.012569511611012005 0.029654602378432805 -0.0081462197964226862 -0.0081380463213884171 -0.0080828954955389203 0.0089992701471268508
leaf_weight=0.0014183008260292606 0.0010900735446875637 0.0010918793078809356 0.0018728669844711079 0.0014232622366810409 0.0011730228855828303 0.0010456499391028457 0.0014711101391242187
leaf_count=799 715 525 531 273 562 204 301
internal_value=0 0.00126227 0.0030593 0.00560927 0.00912875 0.0137429 0.00190206
internal_weight=0 0.00949609 0.00840421 0.00698591 0.00556265 0.00438963 0.00251676
internal_count=3910 3195 2670 1871 1598 1036 505
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=9
num_cat=0
split_feature=4 4 15 15 0 13 4 52
split_gain=1.41802e-05 3.32016e-05 3.82355e-05 6.1158e-05 2.73628e-05 3.23813e-05 1.70671e-05 1.01407e-05
threshold=0.0057500000000000008 0.055260000000000011 -0.14487999999999998 -0.038029999999999987 -0.089879999999999974 -0.0101 -0.08422499999999998 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 -7
right_child=1 2 3 -5 5 7 -8 -9
leaf_value=-0.014258362307373922 0.017998478913582566 0.01346909011117862 -0.025864272459131834 0.0064441679906768181 0.00077926380863673796 -0.01510235057103217 0.018929916594754969 -0.00091549319974200687
leaf_weight=0.0016531629838834536 0.001247642115491937 0.0012143802833180068 0.0010819422708720472 0.001277920774634973 0.0010464369162336241 0.0010117119402063206 0.0010259877051863207 0.0010036941434999193
leaf_count=581 221 366 385 145 236 522 1132 322
internal_value=0 0.00395359 -0.000948989 -0.0083685 -0.00340223 0.000988106 0.00976504 -0.00803714
internal_weight=0 0.00482189 0.00357424 0.00235986 0.00574099 0.00408783 0.00207242 0.00201541
internal_count=3910 1117 896 530 2793 2212 1368 844
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=9
num_cat=0
split_feature=50 484 133 43 4 16 2 16
split_gain=1.3531e-05 2.37851e-05 2.83503e-05 3.8497e-05 5.92989e-05 0.000123695 5.6584e-05 3.80233e-05
threshold=0.086465000000000014 0.084225000000000008 0.090085000000000012 -0.074254999999999988 0.0057500000000000008 -0.094359999999999986 0.086545000000000025 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -6 -1 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0039993601010061223 -0.010591942701326997 0.014932440695416589 -0.014694718055647097 -0.0011084473945622007 -0.013023049119353034 0.031977946925232315 0.026969569424890857 -0.026985325588742004
leaf_weight=0.001128445534616173 0.0010897053447459113 0.0011093684982870508 0.0012265024040592062 0.0010554653146772151 0.001350392934097481 0.0011152744153900842 0.00123642851462965 0.0012290924473506888
leaf_count=365 715 417 558 245 301 168 398 743
internal_value=0 0.00117617 -0.000653311 0.00176715 -0.00342288 0.00733187 0.0121921 -0.0150302
internal_weight=0 0.00945097 0.0083416 0.0071151 0.00475023 0.00246567 0.00236487 0.00228456
internal_count=3910 3195 2778 2220 1457 469 763 988
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=9
num_cat=0
split_feature=11 48 42 133 160 15 1 4
split_gain=1.3013e-05 2.2627e-05 3.61431e-05 5.06233e-05 6.70662e-05 3.94525e-05 6.59048e-05 9.81465e-06
threshold=1.0000000180025095e-35 0.095825000000000007 0.086325000000000013 0.065880000000000008 -0.081519999999999995 -0.10071499999999999 0.089075000000000015 -0.0037349999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=0.021021237234624138 -0.010754761238421945 0.013051240124888201 -0.019503191473988143 0.020183245568659039 0.0083156337549349577 -0.002345716270099758 -0.03459655378312939 -0.0055164333753033763
leaf_weight=0.0010103398038950762 0.0010222298883446673 0.0013614080556798277 0.0010054497234758849 0.0013320546183976179 0.001064961393364516 0.0016945656124542679 0.0010120553063322805 0.0010013431418794262
leaf_count=212 304 357 857 613 208 662 284 413
internal_value=0 0.0011206 -0.000879511 0.0029426 -0.00185996 -0.00798942 -0.0144049 -0.0125241
internal_weight=0 0.00948218 0.00812077 0.00611398 0.00478192 0.00377158 0.00270662 0.00200679
internal_count=3910 3606 3249 1979 1366 1154 946 1270
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=9
num_cat=0
split_feature=42 49 4 3 52 4 4 4
split_gain=1.32026e-05 3.52574e-05 5.35782e-05 3.08814e-05 0.000113195 3.92484e-05 4.51424e-05 4.09639e-05
threshold=-0.082904999999999993 -0.045004999999999996 0.0057500000000000008 -0.078884999999999997 0.0033900000000000002 -1.0000000180025095e-35 0.074650000000000008 -0.15534499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 -5
right_child=1 3 -4 5 -6 6 -8 -9
leaf_value=0.0088521055861046308 -0.0058551827771583069 -0.035919742801756208 0.025813750286087081 -0.0048009248160256982 0.0095305134267367319 -0.024443549093605965 0.0024417611511382666 0.02305293594922176
leaf_weight=0.001442179986193187 0.0010827047809032961 0.0011737552618304357 0.0010545532995443025 0.00101098272297065 0.0010277945730418135 0.001061823012894535 0.0015164776654802488 0.0011051932130411437
leaf_count=577 308 909 173 156 589 291 410 497
internal_value=0 -0.00145136 0.00977072 -0.00492938 -0.0147013 -0.000346695 -0.00863043 0.00974602
internal_weight=0 0.00903328 0.00213726 0.00689603 0.00220155 0.00469448 0.0025783 0.00211618
internal_count=3910 3333 481 2852 1498 1354 701 653
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=8
num_cat=0
split_feature=47 51 0 4 4 12 2
split_gain=1.32624e-05 2.46412e-05 3.64764e-05 3.82262e-05 9.44649e-05 2.93533e-05 2.35372e-05
threshold=0.09550500000000002 0.08955500000000001 -0.21145499999999998 0.15927500000000003 -0.0021099999999999995 0.080120000000000011 0.095040000000000013
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=0.017879378793268643 0.0074093541480380809 -0.015016385007937082 0.01431114108587421 0.011896800489891352 -0.033278003642189732 -0.013082274056472335 0.0059367360946232543
leaf_weight=0.0010306402134687186 0.0019484124146579547 0.0012001550470691381 0.0011136241709527161 0.0014364985863316599 0.001046227105502181 0.0015352525394290201 0.0011293636141822632
leaf_count=119 389 413 281 456 480 1443 329
internal_value=0 -0.00173863 0.000446811 -0.00242283 -0.00668654 0.000676869 -0.00502131
internal_weight=0 0.00849176 0.00729161 0.00626097 0.00482447 0.00377824 0.00266462
internal_count=3910 3521 3108 2989 2533 2053 1772
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=8
num_cat=0
split_feature=133 160 1 2 13 15 16
split_gain=1.24431e-05 4.86668e-05 3.33817e-05 5.91424e-05 9.55294e-05 4.09334e-05 2.30235e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.10386500000000001 0.10393500000000001 -0.07409499999999998 -0.091704999999999995 -0.17157499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4
right_child=1 2 6 -5 5 -7 -8
leaf_value=0.0094056893832316947 -0.017880875907678419 0.024322566427580388 0.00019029768106600399 -0.022838782821911423 0.0047300092543201694 -0.02133656659191089 0.018573336809890068
leaf_weight=0.001232281591108479 0.0014835009989057624 0.0013505728489480954 0.0011961288606335007 0.001155499900505912 0.0011531138834339595 0.0012614851370820182 0.0015828920465116656
leaf_count=604 747 623 251 311 148 789 437
internal_value=0 -0.001296 0.00189941 -0.00304884 0.00302453 -0.00888823 0.010661
internal_weight=0 0.00918319 0.00769969 0.00492067 0.00376517 0.0024146 0.00277902
internal_count=3910 3306 2559 1871 1560 937 688
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=9
num_cat=0
split_feature=4 0 1 15 13 3 2 47
split_gain=2.6517e-05 6.22705e-05 3.0832e-05 6.91574e-05 2.83414e-05 5.40374e-05 4.63904e-05 8.53952e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 -0.083354999999999985 0.11265500000000002 0.086650000000000019 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=-0.00031263230527071704 -0.00058305828511316183 0.00045998361336829497 0.00026551580425501515 8.4975820135938958e-05 -0.00043916197891873192 -0.00037309443631624271 0.00034872359450128647 0.00029867534071483675
leaf_weight=0.001000035175222823 0.0011033515215738562 0.0011127275731262201 0.001588687940873741 0.0012951974353798341 0.0012636261576851654 0.0013417653183820932 0.0015363289758778612 0.0011536777068965863
leaf_count=176 1059 239 494 850 517 109 304 162
internal_value=0 2.16623e-05 -3.08801e-05 -0.000222325 3.58231e-05 -3.30877e-05 8.23022e-05 -8.70232e-05
internal_weight=0 0.0103954 0.00928264 0.00239855 0.00688409 0.0052954 0.00395363 0.0024173
internal_count=3910 3734 3495 1909 1586 1092 983 679
is_linear=0
shrinkage=0.00196078


Tree=6529
num_leaves=8
num_cat=0
split_feature=42 49 151 4 43 2 0
split_gain=1.24182e-05 2.73409e-05 3.22199e-05 3.95863e-05 4.12617e-05 4.29262e-05 7.79906e-05
threshold=-0.082904999999999993 -0.047894999999999993 -0.030624999999999996 0.26790000000000008 -0.074254999999999988 0.10648500000000001 -0.084154999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.0086071209131735153 0.008909341855935584 -0.020679939767923219 0.0087650177933281375 0.016553794542582354 -0.0018461631069278354 0.0054510303980353156 -0.038072449474369718
leaf_weight=0.001433883741905939 0.0019945195386668144 0.001031748824123606 0.0014785406163217128 0.0010051340552070711 0.001281388068294586 0.0010702242635163058 0.001108288708494151
leaf_count=577 458 356 647 337 583 281 671
internal_value=0 -0.00141536 -0.00436759 -0.00153592 -0.00521777 -0.0111931 -0.0186473
internal_weight=0 0.00896984 0.00697532 0.00594358 0.00493844 0.0034599 0.00238968
internal_count=3910 3333 2875 2519 2182 1535 1254
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=9
num_cat=0
split_feature=15 151 49 0 52 12 3 0
split_gain=1.3921e-05 4.05653e-05 4.17507e-05 5.41388e-05 5.40718e-05 4.14648e-05 4.05062e-05 2.24375e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.07107999999999999 -0.10071499999999999 0.083750000000000005 0.088325000000000015 -0.083144999999999983 -0.15007499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 -5 -6 -4
right_child=1 2 3 4 6 -7 -8 -9
leaf_value=-0.0082456771674324063 0.018648984046214775 -0.019259674076057897 0.0049646326164298647 -0.02938110623957757 0.02141411523464138 -0.0019268684314092727 -0.0063934509147287495 0.025799725466498093
leaf_weight=0.0017217747770714035 0.0012018075979246179 0.0010872258558050664 0.0010481036355285624 0.0010802533774706892 0.0010131547602510651 0.0011209982867882117 0.0010846254514769395 0.0010197788246712291
leaf_count=614 487 204 131 561 414 778 541 180
internal_value=0 0.00159989 -0.00114888 0.00194375 -0.00445164 -0.0153999 0.00703663 0.0152395
internal_weight=0 0.00865595 0.00745414 0.00636691 0.00429903 0.00220125 0.00209778 0.00206788
internal_count=3910 3296 2809 2605 2294 1339 955 311
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=7
num_cat=0
split_feature=52 0 1 2 0 3
split_gain=1.20843e-05 3.24123e-05 5.43511e-05 6.90135e-05 5.02081e-05 4.05133e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.099015000000000006 -0.084304999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.025811581202577899 -0.0084017034179852366 0.013573991789512248 -0.015826961657946254 0.026178732885808565 0.012852187856640855 -0.00046495148210056359
leaf_weight=0.0010350992317235757 0.0014780829626466893 0.0017462565556462511 0.0019558012389371965 0.0010837415836556742 0.0014356892252648848 0.0016137119224078858
leaf_count=989 647 378 429 451 887 129
internal_value=0 0.00136457 -0.00162822 0.00374496 -0.00220739 -0.0103699
internal_weight=0 0.0088703 0.00712404 0.00516824 0.0040845 0.00264881
internal_count=3910 3263 2885 2456 2005 1118
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=9
num_cat=0
split_feature=1 15 4 3 2 16 15 0
split_gain=1.30503e-05 3.23136e-05 5.42498e-05 2.64579e-05 3.78403e-05 3.58288e-05 2.52641e-05 1.45167e-05
threshold=0.076710000000000014 0.083935000000000023 -0.41745999999999994 0.076695000000000013 1.0000000180025095e-35 -0.09601999999999998 -0.064869999999999983 -0.17106499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -2 -7
right_child=3 -3 -4 5 -6 7 -8 -9
leaf_value=0.0055195859779357146 -0.010118298307417384 0.0081523986691624858 -0.024826520057117493 0.0091925288438041413 0.023457997466196125 -0.0036328439823463186 0.011300418784361936 -0.020659817820565182
leaf_weight=0.001041832028132969 0.0010461800743419604 0.0012576126634283266 0.0013556666310062145 0.0012963410482765073 0.0011605326781419616 0.0010016407705830677 0.0011627841258071148 0.0010012279098363733
leaf_count=56 322 866 1086 203 494 96 577 210
internal_value=0 -0.0048298 -0.0116396 0.00260483 0.00883757 -0.0037607 0.00115637 -0.0121446
internal_weight=0 0.00365511 0.0023975 0.00666871 0.0033695 0.00329921 0.00220896 0.00200287
internal_count=3910 2008 1142 1902 1393 509 899 306
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=9
num_cat=0
split_feature=11 16 47 1 4 48 16 15
split_gain=2.42843e-05 2.4664e-05 3.59363e-05 4.46021e-05 4.73584e-05 0.000106947 3.05092e-05 1.00392e-05
threshold=0.077330000000000024 -0.42360999999999993 0.09550500000000002 0.095575000000000007 -0.076329999999999995 0.083775000000000002 0.15737500000000001 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -5
right_child=-2 2 -4 7 5 -7 -8 -9
leaf_value=-0.00022131716220255172 -0.00029162479990034706 0.000235939071126344 0.00034774189675552649 0.00039113501273661827 -0.00074380956886391063 7.9992243905132124e-05 -0.00018080939399486105 0.00011514386575605752
leaf_weight=0.0013633407479684253 0.0010316745015774087 0.0018378338521276014 0.0014201908977409007 0.0010264865057648895 0.0010931529717028766 0.0013591972864193686 0.0010677511083573806 0.0010007254516696061
leaf_count=385 279 945 307 311 1062 290 81 250
internal_value=0 2.40972e-05 6.2095e-05 7.164e-06 -8.6566e-05 -0.000287223 8.27914e-05 0.000254893
internal_weight=0 0.0101687 0.00880534 0.00738515 0.00535794 0.00245235 0.00290558 0.00202721
internal_count=3910 3631 3246 2939 2378 1352 1026 561
is_linear=0
shrinkage=0.00196078


Tree=6534
num_leaves=10
num_cat=0
split_feature=4 0 15 49 15 151 16 47 2
split_gain=4.83454e-05 8.46455e-05 3.76992e-05 5.04109e-05 9.17312e-05 0.000104587 8.48601e-05 4.48631e-05 3.62691e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 0.088615000000000013 -0.07107999999999999 -0.0089749999999999986 -0.039414999999999999 -0.072804999999999981 0.087850000000000025 0.085455000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -6
right_child=1 -3 -4 4 8 6 -8 -9 -10
leaf_value=-0.00041775545816107973 -0.00034054707911226716 0.0005240305097569968 -0.00032904368887592386 -0.00061201936543487962 0.0001744792521942664 0.00064343654595094824 -0.00021524759082961555 6.6609101505114642e-05 0.0006960705527736293
leaf_weight=0.0010200033157974258 0.0012734688118295314 0.0011823498430217983 0.0014019194996494856 0.0010436110045348029 0.0010356289796363931 0.0010529022441647167 0.0018863418611302679 0.0010211456947025617 0.0010147802426306966
leaf_count=176 273 239 838 347 459 427 684 147 320
internal_value=0 2.8631e-05 -3.15692e-05 1.85078e-05 8.33248e-05 -5.98016e-05 8.57145e-05 0.000359439 0.000432623
internal_weight=0 0.0109121 0.0097298 0.00832788 0.00705441 0.005004 0.00396039 0.00207405 0.00205041
internal_count=3910 3734 3495 2657 2384 1605 1258 574 779
is_linear=0
shrinkage=0.00196078


Tree=6535
num_leaves=8
num_cat=0
split_feature=11 16 47 1 4 48 16
split_gain=2.30333e-05 2.52923e-05 4.2162e-05 4.83151e-05 4.82298e-05 9.72036e-05 3.02251e-05
threshold=0.077330000000000024 -0.42360999999999993 0.09550500000000002 0.095575000000000007 -0.076329999999999995 0.083775000000000002 0.15737500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.000222665540840058 -0.0002817918222402359 0.00023297005007624097 0.00037605226284067428 0.00026625207728466144 -0.00073183103435148721 5.535714447704081e-05 -0.00018226902743044562
leaf_weight=0.0013507624859708722 0.0010224841493310334 0.0018271835919697764 0.0014107231592362518 0.0019949186811314022 0.001085063717136057 0.0013577518646096785 0.0010678186587340427
leaf_count=385 279 945 307 561 1062 290 81
internal_value=0 2.70467e-05 6.56243e-05 5.90202e-06 -9.13994e-05 -0.000294301 7.98095e-05
internal_weight=0 0.0100942 0.00874346 0.00733274 0.00533782 0.00244282 0.002895
internal_count=3910 3631 3246 2939 2378 1352 1026
is_linear=0
shrinkage=0.00196078


Tree=6536
num_leaves=9
num_cat=0
split_feature=1 4 15 4 160 0 2 43
split_gain=1.28459e-05 3.52974e-05 2.83475e-05 2.34311e-05 2.81785e-05 7.55023e-05 3.23439e-05 3.80211e-05
threshold=0.11235500000000002 0.22584000000000001 -0.10312999999999999 0.015635000000000003 -0.026849999999999995 -0.089879999999999974 0.10066500000000002 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 -7
right_child=2 -3 -4 -5 5 6 -8 -9
leaf_value=0.012198782318284824 0.018869562909511653 -0.01801741190749951 -0.0028419917692148605 0.012347007595788509 -0.028626568570227121 0.023142973296125659 -0.012540864517594327 -0.0036715484820186634
leaf_weight=0.0010790515279870518 0.0010350109891426244 0.0011725812167301388 0.001435276254375686 0.0013902561763832416 0.001087345038851704 0.0010026505923802095 0.0010379806829822246 0.001118885284311187
leaf_count=733 329 216 302 384 364 452 263 867
internal_value=0 -0.0020087 0.0062548 0.000786276 -0.00223149 -0.00589797 0.00192406 0.00900116
internal_weight=0 0.00788875 0.00247029 0.00671617 0.00532591 0.00424686 0.00315952 0.00212154
internal_count=3910 3279 631 3063 2679 1946 1582 1319
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=9
num_cat=0
split_feature=11 48 49 42 0 15 13 0
split_gain=2.54955e-05 2.7045e-05 3.20409e-05 6.92016e-05 5.44271e-05 6.45192e-05 5.10354e-05 5.09816e-05
threshold=0.077330000000000024 0.096835000000000018 -0.07107999999999999 0.084100000000000022 -0.10071499999999999 -0.10312999999999999 -0.071149999999999977 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -6
right_child=-2 -3 3 6 7 -7 -8 -9
leaf_value=-0.00029203853572049428 -0.00029788994198081742 0.00026895307195967492 -1.5407084484852847e-06 -0.00058109810452650263 -0.00039691099843319213 0.00059500797956653633 2.0869509689350461e-05 0.00015390941826666458
leaf_weight=0.0014066207083521069 0.0010710380027297824 0.0014440296799726237 0.0012334878058902566 0.0010402170135231517 0.0010288029366479631 0.0016027380891893944 0.0011293799192027502 0.0017363787196897978
leaf_count=306 279 339 172 1045 989 177 376 227
internal_value=0 1.95199e-05 -1.97265e-05 2.95644e-05 0.000144721 0.000335566 -0.000267745 -5.10267e-05
internal_weight=0 0.0106217 0.00917763 0.007771 0.00560141 0.00283623 0.0021696 0.00276518
internal_count=3910 3631 3292 2986 1565 349 1421 1216
is_linear=0
shrinkage=0.00196078


Tree=6538
num_leaves=9
num_cat=0
split_feature=50 156 1 16 2 15 43 42
split_gain=1.26433e-05 2.02252e-05 2.60748e-05 3.20433e-05 3.20895e-05 4.49153e-05 2.99512e-05 2.00844e-05
threshold=0.086465000000000014 0.083820000000000019 0.076710000000000014 -0.27337499999999998 0.089910000000000004 -0.064869999999999983 0.013605000000000001 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 -1
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.021464762164521783 -0.010337886330122134 -0.011761915466246348 -0.0053644079697121767 -0.0072436226810325939 0.026316270458120569 0.020563505244444349 0.0082931394630072659 -0.0018890580576450635
leaf_weight=0.0010046018905578969 0.0010697431897359931 0.0010740593461653842 0.0013834577366238993 0.0012300031684676035 0.0011476338335460077 0.0011006689262817661 0.0012510317927135984 0.0010958032563852358
leaf_count=629 715 525 387 200 267 266 311 610
internal_value=0 0.00114268 0.00283024 0.00750837 0.0126284 0.0058884 -0.00395609 -0.0112519
internal_weight=0 0.00928726 0.0082132 0.00486176 0.00347831 0.00233067 0.00335144 0.00210041
internal_count=3910 3195 2670 1120 733 466 1550 1239
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=8
num_cat=0
split_feature=11 16 47 2 16 16 2
split_gain=1.14962e-05 2.53181e-05 3.89226e-05 3.83308e-05 4.94783e-05 4.79745e-05 3.46598e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.09550500000000002 0.10910500000000002 0.15737500000000001 -0.014099999999999998 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.012204236130084742 -0.010183176389465688 0.0068192008775778247 0.018837672682860965 0.013634567771903739 -0.022073536352918727 0.018470490202000124 -0.015441102976131724
leaf_weight=0.001246980647403694 0.0010080350166873581 0.0012379684671925074 0.0013163320491551547 0.0015879773760860407 0.0011845319493190782 0.0011464778131857686 0.0016079861000492014
leaf_count=371 304 693 306 488 238 676 834
internal_value=0 0.00105825 0.00310472 4.33795e-05 -0.00412557 0.00119949 -0.00575804
internal_weight=0 0.00932825 0.00808127 0.00676494 0.00517696 0.00399243 0.00284595
internal_count=3910 3606 3235 2929 2441 2203 1527
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=8
num_cat=0
split_feature=50 4 2 48 42 13 12
split_gain=1.2164e-05 2.42019e-05 4.26816e-05 3.82835e-05 5.21233e-05 4.34402e-05 7.63885e-05
threshold=0.086465000000000014 0.28937500000000005 0.11339500000000001 0.083775000000000002 0.084100000000000022 -0.083924999999999986 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.020917708511547489 -0.010150915773852335 0.014934568551791328 -0.020002035414391814 0.014437807572484126 -0.01679444912305748 0.011714853623601324 -0.023943202117565676
leaf_weight=0.001110118307964739 0.0010657233705328945 0.0011168554977476043 0.0010100344808615389 0.0018286350548133053 0.0016964277388638056 0.0014682730401962523 0.0010168379977084695
leaf_count=154 715 396 331 466 914 237 697
internal_value=0 0.00113151 -0.000764601 0.00196429 -0.00234618 0.00447131 -0.00287543
internal_weight=0 0.00924718 0.00813033 0.00712029 0.00529166 0.00359523 0.00248511
internal_count=3910 3195 2799 2468 2002 1088 934
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=7
num_cat=0
split_feature=133 160 42 48 15 0
split_gain=1.14314e-05 4.3822e-05 2.50748e-05 4.23035e-05 4.82991e-05 3.45669e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.087945000000000009 -0.014614999999999998 -0.045139999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.0090356795453160419 -0.014533741870816436 0.017975186584646464 0.012797255960969279 -0.01456401083006908 -0.018498555904026839 0.006889412751677166
leaf_weight=0.001224866786184769 0.0019508444546545746 0.0015999261066788513 0.0017453198363628231 0.001609749362634038 0.0010057080261057331 0.0011490073111546234
leaf_count=604 1086 434 685 289 644 168
internal_value=0 -0.00125725 0.00238571 -0.00100172 0.00481293 -0.00496036
internal_weight=0 0.00906056 0.00710971 0.00536439 0.00375464 0.00215472
internal_count=3910 3306 2220 1535 1246 812
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=10
num_cat=0
split_feature=4 0 43 160 15 13 4 47 4
split_gain=2.58978e-05 4.22061e-05 2.77844e-05 4.9636e-05 3.9298e-05 7.23096e-05 4.51745e-05 5.28369e-05 3.65117e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.19153499999999998 -0.094679999999999986 -0.034289999999999994 0.090280000000000013 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -7 -8 -2
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00030954286449737646 -0.00046884805996864947 0.00038617269675105963 -0.00022974337300794181 -0.00033282721402685912 0.00064243279171681371 -0.00025052803247668554 0.00049793857245206206 -9.0583103940850755e-05 1.1027752140665174e-05
leaf_weight=0.0010142222174927785 0.0010963987410139832 0.0010769769517761105 0.0010316981052572432 0.0011372357248104854 0.0010621238320369553 0.0011985372192029847 0.001229590963669104 0.0011214092842972638 0.0013729019847050908
leaf_count=192 914 223 252 217 250 984 431 147 300
internal_value=0 1.88074e-05 -2.39654e-05 4.08854e-05 0.000116195 0.000193587 5.9279e-05 0.000217218 -0.000202043
internal_weight=0 0.0103269 0.0092499 0.0067806 0.00564336 0.00461166 0.00354954 0.002351 0.0024693
internal_count=3910 3718 3495 2281 2064 1812 1562 578 1214
is_linear=0
shrinkage=0.00196078


Tree=6543
num_leaves=10
num_cat=0
split_feature=376 12 48 4 1 1 1 0 12
split_gain=3.09948e-05 3.39398e-05 5.41164e-05 7.53205e-05 5.59617e-05 5.00259e-05 7.84477e-05 4.61397e-05 1.64812e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 8 -3 -5
right_child=-2 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.00037560338255887874 0.00032224927625246175 -0.00025674537611836818 -0.00039937494092453233 0.00050214266401373063 -0.00046953453198976308 0.00056605351026399714 -0.0003335854939299627 0.00026980165422527 0.00014843359372180984
leaf_weight=0.0010315039708784319 0.0010069479347865123 0.0011913246097653635 0.0011494644275294426 0.0010134520039729205 0.0013281602276960076 0.0012382353179674487 0.0010569499449071709 0.0013821119740055514 0.0010124455986957302
leaf_count=361 206 1298 146 89 776 217 164 153 500
internal_value=0 -3.80241e-05 -8.69882e-07 5.48379e-05 -0.000142656 0.00023316 9.9452e-05 2.60465e-05 0.000325376
internal_weight=0 0.0104036 0.00937214 0.00822268 0.0039016 0.00432108 0.00308285 0.00257344 0.0020259
internal_count=3910 3704 3343 3197 2227 970 753 1451 589
is_linear=0
shrinkage=0.00196078


Tree=6544
num_leaves=9
num_cat=0
split_feature=49 52 2 2 133 52 4 4
split_gain=1.08925e-05 3.48577e-05 4.99276e-05 4.23487e-05 5.09985e-05 4.74905e-05 7.11604e-05 6.50771e-05
threshold=0.10447000000000002 0.11401500000000002 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.0066199999999999991 -1.0000000180025095e-35 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.018596206368275105 0.0094404654696787285 -0.017893716758050834 0.018586714118530707 -0.021212596854816589 -0.023964159909045851 0.032780591030739215 -0.0014201420879740175 0.010408022845715409
leaf_weight=0.0010862390241238055 0.0010838235843428001 0.0010964674930295818 0.0013597218911864236 0.0010179485806652835 0.0010036051592383693 0.0011775016510215276 0.0012586831366576184 0.0012209281770417585
leaf_count=796 378 566 400 289 588 468 237 188
internal_value=0 -0.00115732 0.00110135 -0.00241314 0.000916774 0.00546452 0.0151104 -0.00509909
internal_weight=0 0.0092211 0.00812463 0.00676491 0.00574696 0.00466072 0.00243618 0.00222453
internal_count=3910 3532 2966 2566 2277 1481 705 776
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=10
num_cat=0
split_feature=1375 16 15 15 43 16 16 2 43
split_gain=1.72842e-05 3.36079e-05 7.25249e-05 9.35501e-05 4.36653e-05 4.50853e-05 6.95092e-05 6.19723e-05 5.25969e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 -5 -8
right_child=1 2 3 4 -6 6 8 -9 -10
leaf_value=-0.00024534827014010955 0.00029780546687172027 -0.00051931346311674068 0.0005766450754483008 -2.4450922847751021e-05 0.00025612946643834483 0.00042615122565297476 0.00011965221218547545 -0.00070146497100186849 -0.00051356967093442842
leaf_weight=0.0010375538595128837 0.0014398006769452262 0.0010108532274380579 0.0010719623394180458 0.0010651717256588077 0.0014223432701395812 0.0010572522479225196 0.0010164668425404753 0.0010153442976693551 0.0010009425682419991
leaf_count=180 322 384 208 732 433 481 187 588 395
internal_value=0 2.04078e-05 -2.57102e-05 3.95178e-05 -4.80197e-05 -0.000131936 1.89023e-05 -0.000354851 -0.000194522
internal_weight=0 0.0101001 0.00866034 0.00764948 0.00657752 0.00515518 0.00307466 0.00208052 0.00201741
internal_count=3910 3730 3408 3024 2816 2383 1063 1320 582
is_linear=0
shrinkage=0.00196078


Tree=6546
num_leaves=9
num_cat=0
split_feature=4 0 43 160 4 15 1 4
split_gain=2.03703e-05 6.5555e-05 3.452e-05 5.03831e-05 4.1209e-05 7.50931e-05 5.76e-05 3.80616e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -1.0000000180025095e-35 0.041585000000000004 0.11198000000000001 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -6 -2
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.0002755811986780374 -0.00050907877642355657 0.00047306739131047011 0.00061482434135280597 -0.00033838244120236671 -0.00026201815433322771 -8.5404373353950807e-05 0.00026884861356313256 -1.6804051216670357e-05
leaf_weight=0.0010024831718802264 0.0010894115564290653 0.0010849117216992698 0.0013410505149218429 0.0011479881064820306 0.0018200994321364693 0.0010497154802811461 0.0013827985269633612 0.0013548207990769891
leaf_count=192 914 223 308 217 481 983 292 300
internal_value=0 1.72469e-05 -3.65884e-05 3.57873e-05 0.000112578 0.000307374 -3.28252e-05 -0.000236214
internal_weight=0 0.0102708 0.00918588 0.00674165 0.00559366 0.00239077 0.0032029 0.00244423
internal_count=3910 3718 3495 2281 2064 1291 773 1214
is_linear=0
shrinkage=0.00196078


Tree=6547
num_leaves=7
num_cat=0
split_feature=133 160 52 2 13 4
split_gain=1.22787e-05 3.19416e-05 2.33666e-05 4.48351e-05 9.75767e-05 6.27848e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.10433000000000002 0.10457000000000001 -0.070604999999999987 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0093118566531745495 -0.012666750303963505 0.028310530076048192 0.014189166404084019 -0.013952701323465986 -0.01987991601783912 0.0099920991534078532
leaf_weight=0.0012337193901116551 0.0019483734214173643 0.0012430365535516024 0.0012513834911030272 0.0018096301629520412 0.0014442134561540271 0.0013720352138274629
leaf_count=604 1086 514 212 541 792 161
internal_value=0 -0.00132136 0.00178315 -0.00086209 0.00497371 -0.00532671
internal_weight=0 0.00906867 0.0071203 0.00586892 0.00405929 0.00281625
internal_count=3910 3306 2220 2008 1467 953
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=9
num_cat=0
split_feature=11 3 42 3 16 16 13 4
split_gain=1.75647e-05 2.43327e-05 3.62629e-05 7.35348e-05 3.52085e-05 4.44049e-05 4.09362e-05 7.02943e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.30307999999999996 -0.09601999999999998 -0.00059999999999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.000261822568602573 -0.00024993982106029264 0.00032469905544939254 -0.00049973498406459234 -0.00029027532962493878 0.00044902034525405175 0.00021675205936728332 -0.00050581705904774563 0.00015832612722644485
leaf_weight=0.0013598251150071386 0.0010391516574544705 0.0010357311724943936 0.0012588071987907285 0.0011697646086286789 0.0010395132951954572 0.0018618142282430484 0.0012078466063507008 0.0012435208925175266
leaf_count=247 279 372 1375 308 186 763 275 105
internal_value=0 1.7683e-05 -1.997e-05 -6.58475e-05 1.7891e-05 8.52369e-05 -2.43799e-06 -0.000168913
internal_weight=0 0.0101768 0.008817 0.00778127 0.00652246 0.0053527 0.00431318 0.00245137
internal_count=3910 3631 3384 3012 1637 1329 1143 380
is_linear=0
shrinkage=0.00196078


Tree=6549
num_leaves=8
num_cat=0
split_feature=484 1 457 0 16 4 2
split_gain=1.15249e-05 2.83074e-05 4.26448e-05 4.80036e-05 4.02359e-05 5.38352e-05 4.91279e-05
threshold=0.084225000000000008 0.12263000000000002 0.069705000000000003 -0.11756999999999999 -0.17157499999999998 -0.076329999999999995 0.088895000000000016
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=-0.021491388076549149 0.0093489511344704863 0.012149560089868974 0.013003353736201394 0.015236071654884621 0.018366513496171438 -0.022396316959407855 -0.010581710238009939
leaf_weight=0.0016668015671824424 0.0011582995481732574 0.0013463418241564176 0.0012966112913370331 0.0010762672173317213 0.0010661651361211636 0.0013804320045497634 0.0013024067193338274
leaf_count=352 470 333 247 162 769 1266 311
internal_value=0 -0.00123947 -0.00355388 -0.00686073 -0.00180683 -0.00669953 0.00244875
internal_weight=0 0.00913503 0.00778868 0.00649207 0.00482527 0.003749 0.00236857
internal_count=3910 3440 3107 2860 2508 2346 1080
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=9
num_cat=0
split_feature=157 51 2 48 2 43 4 52
split_gain=1.12648e-05 3.52277e-05 3.21848e-05 3.97776e-05 0.000103694 4.02557e-05 3.44821e-05 2.75027e-05
threshold=-0.062769999999999979 -0.032189999999999989 0.086545000000000025 0.082070000000000018 0.11230000000000001 0.013605000000000001 0.05309500000000001 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 7 -3 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=0.0099388057536403118 -0.01769835888284256 -0.01891641267822837 -0.021457659665802313 0.032862070349747433 -0.0093032802946012294 0.013335414301392451 0.0051009529201425955 0.0011428085617922366
leaf_weight=0.0010182458115473537 0.0011284982490465762 0.0013743607042639775 0.0010521447342125157 0.0013838344766786074 0.0010081126967323346 0.0011413760563429741 0.0010579349519899116 0.0011028193572034056
leaf_count=563 479 1098 533 281 170 260 208 318
internal_value=0 -0.00114311 0.00115754 0.00527424 0.015091 -0.00184918 -0.00846998 -0.0098917
internal_weight=0 0.00924908 0.00812058 0.00568829 0.00239195 0.00329634 0.0024323 0.00215496
internal_count=3910 3347 2868 1562 451 1111 1306 851
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=7
num_cat=0
split_feature=1 4 48 47 16 13
split_gain=1.19126e-05 2.94416e-05 2.76002e-05 4.35799e-05 5.8042e-05 2.51855e-05
threshold=0.085835000000000009 -0.082054999999999975 0.087945000000000009 0.09252500000000001 -0.022939999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -2 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.0069874991994671124 0.026591727676347095 -0.013005854741448782 -0.006947259602107657 -0.0082032074146362027 -0.0023589248070417833 0.014240186034710198
leaf_weight=0.0011055739531250692 0.0016348263656724234 0.0019774944259591627 0.0019558045343238163 0.0012310142635534285 0.0012014336109200513 0.0011303613792393286
leaf_count=425 680 1575 350 182 498 200
internal_value=0 -0.00411723 0.00281468 0.00750884 0.0143283 0.00374401
internal_weight=0 0.00421343 0.00602308 0.00406727 0.00283626 0.00223594
internal_count=3910 2200 1710 1360 1178 625
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=10
num_cat=0
split_feature=48 48 16 133 43 16 2 0 52
split_gain=5.33706e-05 0.000100672 4.8402e-05 9.33483e-05 0.000124072 6.02283e-05 9.47473e-05 3.41454e-05 3.23785e-05
threshold=0.11930500000000001 0.092755000000000018 0.15737500000000001 0.065880000000000008 -0.0037249999999999996 -0.0083999999999999995 0.093070000000000014 -0.10209999999999998 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -4
right_child=-2 -3 8 -5 5 -7 -8 -9 -10
leaf_value=-0.00056270097875738088 -0.00042752877303464627 0.00057074582328278309 -0.00046345393091829417 0.00049141914952198322 -2.5171914401380166e-05 0.00051921168141060036 -0.00047276948449926509 0.00044419636294402699 -1.1520472348512342e-05
leaf_weight=0.0014265843370155941 0.0010371386411894912 0.0012132653940425805 0.0013893112505930266 0.0014843494425531879 0.0012165053260309797 0.0010211807035941443 0.0011894370042309687 0.001168029397923626 0.0010858576349003575
leaf_count=952 161 287 491 1054 147 173 252 349 44
internal_value=0 3.74169e-05 -2.74116e-05 5.09972e-05 -5.75662e-05 9.9255e-05 -2.0738e-05 0.000204741 -0.000265191
internal_weight=0 0.0111945 0.00998126 0.00750609 0.00602174 0.00459515 0.00357397 0.00238453 0.00247517
internal_count=3910 3749 3462 2927 1873 921 748 496 535
is_linear=0
shrinkage=0.00196078


Tree=6553
num_leaves=9
num_cat=0
split_feature=376 1 15 151 12 43 1 12
split_gain=3.52228e-05 5.18104e-05 4.53808e-05 5.02105e-05 5.59135e-05 9.51888e-05 5.4234e-05 3.50983e-05
threshold=0.048375000000000008 0.12864500000000004 -0.11739999999999999 -0.076429999999999984 0.088325000000000015 -1.0000000180025095e-35 0.086560000000000012 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6
right_child=-2 -3 3 4 7 6 -8 -9
leaf_value=-0.00038879014806593817 0.00034763245135978435 0.00037514511985252283 0.00035976395661869694 -0.0007462186318546825 0.00038000495539507949 0.00025959993135680072 -0.000280345801022643 -5.3120031346799918e-05
leaf_weight=0.0015439207252815968 0.0010094421618515618 0.0010645257671964966 0.0011385192068016628 0.0010410778436414051 0.0011860668634597173 0.0012217048086635208 0.0017251205035332673 0.0018278523343053807
leaf_count=367 206 276 407 761 505 222 222 944
internal_value=0 -3.54499e-05 -8.05838e-05 -2.21285e-05 -8.42255e-05 -0.000236552 -5.64933e-05 0.000117328
internal_weight=0 0.0107488 0.00968426 0.00814034 0.00700182 0.0039879 0.00294683 0.00301392
internal_count=3910 3704 3428 3061 2654 1205 444 1449
is_linear=0
shrinkage=0.00196078


Tree=6554
num_leaves=10
num_cat=0
split_feature=4 0 43 160 15 13 15 4 4
split_gain=1.81897e-05 5.38312e-05 2.87087e-05 4.85531e-05 4.44591e-05 7.3412e-05 5.83373e-05 0.000121026 3.29701e-05
threshold=-0.48072499999999996 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.19153499999999998 -0.094679999999999986 0.035895000000000003 -1.0000000180025095e-35 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 7 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00025512818313917394 -0.00046757667106784722 0.00044243028337035648 -0.00026371063829677113 -0.00033601659881772952 0.00064251248358697887 0.0007121957243518593 -0.00032535734262712841 -0.00016315074445126865 -9.7672861968534034e-06
leaf_weight=0.001039119978306865 0.0010838619465070149 0.0010291370162882922 0.0010037133420409163 0.0011254574590068575 0.001067103468782981 0.0010845059124375044 0.0010749810178021903 0.0013799905418443049 0.0013683275239471326
leaf_count=208 914 207 252 217 250 226 952 384 300
internal_value=0 1.71687e-05 -3.04646e-05 3.56673e-05 0.000110229 0.000191706 5.57938e-05 0.000222047 -0.000212118
internal_weight=0 0.0102171 0.00918794 0.00673575 0.00561029 0.00460658 0.00353948 0.0024645 0.00245219
internal_count=3910 3702 3495 2281 2064 1812 1562 610 1214
is_linear=0
shrinkage=0.00196078


Tree=6555
num_leaves=9
num_cat=0
split_feature=49 52 2 133 52 2 3 15
split_gain=1.14786e-05 3.11755e-05 5.15351e-05 3.21364e-05 6.16278e-05 5.96364e-05 4.7099e-05 3.27565e-05
threshold=0.10447000000000002 0.11401500000000002 0.11260500000000001 0.087550000000000017 1.0000000180025095e-35 0.092745000000000008 -0.078884999999999997 -0.064869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.017139301935772375 0.0096816476593087654 -0.017025192010135647 0.018654716545048369 -0.019122510135285022 0.019903687842192645 -0.026572989019910759 -0.0021565075164091106 0.020969937641548839
leaf_weight=0.0010141210625158052 0.0010854415131751052 0.0010955183417013211 0.0013666868757516394 0.0010064413742153396 0.0012484825171513517 0.0010124425774566651 0.0013339723044871448 0.0011323601718845906
leaf_count=654 378 566 400 587 616 342 177 190
internal_value=0 -0.00119095 0.000946789 -0.00263973 0.000249636 -0.00521182 0.00100202 0.00846147
internal_weight=0 0.00921003 0.00811451 0.00674782 0.00574138 0.0044929 0.00348045 0.00246633
internal_count=3910 3532 2966 2566 1979 1363 1021 367
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=9
num_cat=0
split_feature=4 0 43 160 4 4 15 1
split_gain=3.17145e-05 6.53401e-05 4.06661e-05 6.33689e-05 4.52203e-05 4.12412e-05 0.000101214 6.1838e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 0.10597500000000001 -1.0000000180025095e-35 0.041585000000000004 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 -7
right_child=1 -3 3 -5 -6 7 -8 -9
leaf_value=-0.0003387514803448341 -0.00045921127089288202 0.0004681564136057941 0.00067500057342335061 -0.00036985930730517127 7.3169835840242333e-05 -0.00024747073711352377 -0.00012275477765750728 0.00029162719810618833
leaf_weight=0.0010129245609623591 0.0014991173182992386 0.0011388449344076719 0.0013877170916211843 0.0011596297826958696 0.0010382233744951274 0.0018622224290686159 0.0010930673124007577 0.0014589444997340543
leaf_count=176 1054 239 308 217 160 481 983 292
internal_value=0 2.4344e-05 -2.88656e-05 4.85885e-05 -0.000241373 0.000132223 0.000323499 -1.06522e-05
internal_weight=0 0.0106378 0.00949892 0.00696158 0.00253734 0.00580195 0.00248078 0.00332117
internal_count=3910 3734 3495 2281 1214 2064 1291 773
is_linear=0
shrinkage=0.00196078


Tree=6557
num_leaves=9
num_cat=0
split_feature=376 12 48 4 16 1 0 52
split_gain=2.98874e-05 4.26478e-05 5.04595e-05 6.71107e-05 6.77064e-05 6.598e-05 7.17612e-05 2.20288e-05
threshold=0.048375000000000008 -0.0089849999999999982 0.11280000000000003 -0.0040999999999999986 -0.006474999999999999 0.11198000000000001 -0.10209999999999998 -0.087094999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -6
right_child=-2 2 -4 5 7 -7 -8 -9
leaf_value=-0.0004164973268406253 0.00031532507259966844 -0.00039120352625312166 -0.00037347923994011494 -0.00017011902305201696 -9.347618203416862e-05 0.00059868634288249374 0.00042786296704885196 0.00030431414094573964
leaf_weight=0.0010164275540007249 0.0010300420265204118 0.0019245268896426471 0.0011858139306763779 0.001899473314451569 0.0010197986858484411 0.001285877644799485 0.0012993698398003173 0.0011264217046970081
leaf_count=354 206 1474 146 257 473 217 501 282
internal_value=0 -3.42997e-05 5.57972e-06 5.81184e-05 -0.00012416 0.000223571 7.27812e-05 0.0001153
internal_weight=0 0.0107577 0.00974128 0.00855547 0.00407075 0.00448472 0.00319884 0.00214622
internal_count=3910 3704 3350 3204 2229 975 758 755
is_linear=0
shrinkage=0.00196078


Tree=6558
num_leaves=8
num_cat=0
split_feature=42 403 42 160 3 2 4
split_gain=1.10974e-05 3.37879e-05 2.95051e-05 4.76772e-05 5.51778e-05 5.3995e-05 3.15584e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.013395000000000002 0.086545000000000025 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.016654083852822063 -0.0075934661337231195 0.01839320418065632 -0.012918898161087584 0.0022597605818726559 -0.013316561581921932 0.033798309647582174 0.0081270991625224838
leaf_weight=0.0010301937187089487 0.0016397579624074501 0.0010285534245891449 0.0016960974401295384 0.0010586527503940795 0.0014120585338189585 0.0011141139870639561 0.0013353069236179738
leaf_count=838 832 358 765 386 168 395 168
internal_value=0 0.00137702 -0.000911899 0.00153927 0.00652338 0.0184316 -0.00289426
internal_weight=0 0.00867498 0.00764642 0.00661623 0.00492013 0.00217277 0.00274737
internal_count=3910 3078 2720 1882 1117 781 336
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=10
num_cat=0
split_feature=0 4 157 51 2 51 4 3 12
split_gain=2.12735e-05 5.16311e-05 3.71038e-05 8.62723e-05 3.4395e-05 5.19152e-05 7.17419e-05 5.71344e-05 3.99328e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 8 6 7 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.00030271778140793601 -0.00017892741895220502 0.00040869856206635758 -0.00063476681923450753 -0.00043344609591069869 0.000113889596549671 -0.00027467984713268567 -0.0001483318234964392 0.00076760581752707781 5.9680156846319215e-05
leaf_weight=0.001000282165056334 0.0010094592974092271 0.0013352974569897302 0.0010067586025102691 0.0013612376087588202 0.0010529581942128501 0.0011806628624498484 0.001352845936947596 0.0010042674432129914 0.0011774804939940985
leaf_count=492 178 268 364 595 618 271 297 211 616
internal_value=0 0.000155715 -5.36504e-05 -9.7463e-05 -2.15897e-05 7.96884e-05 0.000202381 0.000433012 -0.00020473
internal_weight=0 0.00234476 0.00913649 0.00813621 0.00712945 0.00459073 0.00341007 0.00205723 0.00253872
internal_count=3910 446 3464 2972 2608 1397 1126 829 1211
is_linear=0
shrinkage=0.00196078


Tree=6560
num_leaves=8
num_cat=0
split_feature=13 13 133 160 3 2 12
split_gain=2.43591e-05 4.5763e-05 2.86635e-05 4.4221e-05 4.3069e-05 5.9889e-05 4.67692e-05
threshold=0.17936000000000002 0.019675000000000002 0.065880000000000008 0.041025000000000006 -0.078884999999999997 0.10679500000000001 0.081080000000000013
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=-0.00028707939984034593 -0.00027241928227554504 0.00040559329248991146 0.00019287178398129549 -0.00039352019050314035 7.6595134899860292e-05 -0.00019415214889790592 0.00061102922765463865
leaf_weight=0.0015345636971608812 0.0012059906691100361 0.0010717872721677226 0.0018871015290936747 0.0013856338496161334 0.0016825879634268554 0.0016939913531277394 0.0010059261838484437
leaf_count=905 221 405 1203 254 299 341 282
internal_value=0 2.21699e-05 -2.2548e-05 -7.82149e-05 -4.37807e-06 9.46117e-05 0.000276557
internal_weight=0 0.0102616 0.0091898 0.0073027 0.00591707 0.00438251 0.00268851
internal_count=3910 3689 3284 2081 1827 922 581
is_linear=0
shrinkage=0.00196078


Tree=6561
num_leaves=8
num_cat=0
split_feature=1 0 133 3 15 0 12
split_gain=2.13986e-05 4.93828e-05 4.7375e-05 2.71684e-05 6.32145e-05 5.30439e-05 4.4868e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997 0.090480000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.00044846811982150362 0.00052200896334386629 0.00024317125331956672 -0.00027815323853622588 -9.513902506250166e-05 -0.00032035290806386318 0.00044660848868949716 1.1282230884197847e-05
leaf_weight=0.0012337653896019756 0.0010772091195356396 0.0015919315122230745 0.0011574565844383784 0.0015466885094908012 0.0018267410365917988 0.0012616970529783578 0.0017129886101900711
leaf_count=1044 526 435 529 125 319 316 616
internal_value=0 -0.000122552 2.37004e-05 5.55897e-05 -3.64321e-05 0.000148247 0.000208458
internal_weight=0 0.00398315 0.00274939 0.00742532 0.00463513 0.00280839 0.0027902
internal_count=3910 2008 964 1902 760 441 1142
is_linear=0
shrinkage=0.00196078


Tree=6562
num_leaves=8
num_cat=0
split_feature=1 4 48 47 15 13 43
split_gain=1.213e-05 2.75887e-05 2.46471e-05 3.7805e-05 5.23384e-05 1.84685e-05 1.76692e-06
threshold=0.085835000000000009 -0.082054999999999975 0.087945000000000009 0.09252500000000001 -0.09547499999999999 -1.0000000180025095e-35 -0.0012249999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 -2 -1 -3
right_child=2 6 -4 -5 -6 -7 -8
leaf_value=-0.0057051514274846921 0.029709493434044162 -0.015663571667340274 -0.0063699380122109739 -0.0072871594174706584 0.002241628804930704 0.012422281432413741 -0.0097249292444328075
leaf_weight=0.0011138483105882142 0.0011784765435246764 0.0010021041909628414 0.0019810246681879456 0.0012524785311794533 0.0016863519245007179 0.0011344518682644723 0.0010019160133482379
leaf_count=425 323 1111 350 182 855 200 464
internal_value=0 -0.00416297 0.00279521 0.00720498 0.0135408 0.00344163 -0.0126945
internal_weight=0 0.00425232 0.00609833 0.00411731 0.00286483 0.0022483 0.00200402
internal_count=3910 2200 1710 1360 1178 625 1575
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=8
num_cat=0
split_feature=13 39 48 457 3 12 1
split_gain=1.14693e-05 3.72504e-05 5.98879e-05 3.97559e-05 2.60803e-05 3.45724e-05 2.7655e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 -0.10628499999999998 0.090480000000000019 0.085410000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0088463334067804406 0.0073050791727288459 0.016150384667038505 -0.026337017433990917 0.016584316561555398 0.0093361110813971592 -0.022884379030074616 -0.0099281996734470676
leaf_weight=0.0012694599974808563 0.0015675560796555507 0.0010775311903351735 0.0010161571277723181 0.0011562327174286478 0.0012236712778234207 0.0011176882096042232 0.0019057538289013862
leaf_count=210 410 419 144 214 1086 1009 418
internal_value=0 -0.0013026 -0.00365717 -0.000351106 -0.00371867 -0.0077874 -0.00239545
internal_weight=0 0.00906459 0.00798706 0.0069709 0.00581467 0.00424711 0.00312943
internal_count=3910 3700 3281 3137 2923 2513 1504
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=10
num_cat=0
split_feature=2 4 484 160 2 12 3 150 12
split_gain=2.68412e-05 2.97767e-05 3.48288e-05 5.88061e-05 4.67243e-05 9.08988e-05 0.000123921 9.07117e-05 6.57401e-05
threshold=-1.0000000180025095e-35 -0.49269499999999994 0.084750000000000006 -1.0000000180025095e-35 0.086545000000000025 0.092365000000000017 -0.080664999999999987 0.085425000000000015 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 -6 -8 -5
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=0.00029269586021521269 -0.00036044131640308627 -0.00044825861052937656 0.00032279780881333753 -0.00056629236891518652 0.00083417770315964842 -0.00036712295581173271 -0.00023981264600944413 0.00048943333976311787 8.1467555936285096e-05
leaf_weight=0.0010190797371510919 0.0010115909437442483 0.0012164796006620734 0.0010928456260105935 0.0010789823488264749 0.0010767698533493374 0.0011091444749717809 0.0016550433026803709 0.001086213757269762 0.0013636694247227503
leaf_count=280 177 746 392 354 348 540 386 138 549
internal_value=0 -4.03451e-05 -6.8911e-06 -4.88532e-05 1.70736e-05 0.000127001 0.000270545 4.91486e-05 -0.000204665
internal_weight=0 0.0106907 0.00967915 0.0085863 0.00736982 0.00492717 0.00381803 0.00274126 0.00244265
internal_count=3910 3630 3453 3061 2315 1412 872 524 903
is_linear=0
shrinkage=0.00196078


Tree=6565
num_leaves=7
num_cat=0
split_feature=1 16 2 43 15 4
split_gain=1.46373e-05 2.11329e-05 2.1099e-05 5.15411e-05 4.39897e-05 2.90018e-05
threshold=0.10498500000000001 -0.063614999999999991 0.087005000000000013 0.013605000000000001 -0.021529999999999997 -0.0048949999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 4 5 -1 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.019121815095430268 0.012086770047840333 -0.0032781577995658544 -0.023217421571034368 0.0097006164158754318 -0.0076135716846434083 -0.0033333419993834611
leaf_weight=0.001125610599465302 0.0019623164680970715 0.0016460335132193675 0.0016409269446738628 0.0012766352719937677 0.0013578149508326007 0.0013264862336611544
leaf_count=350 471 388 901 337 989 474
internal_value=0 0.0050777 -0.00281676 -0.00710067 0.00450422 -0.0143289
internal_weight=0 0.00360835 0.00672747 0.00424405 0.00248343 0.00296741
internal_count=3910 859 3051 1712 1339 1375
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=9
num_cat=0
split_feature=1 3 2 133 3 52 2 52
split_gain=1.18759e-05 2.13686e-05 7.45836e-05 6.07245e-05 3.55334e-05 4.73871e-05 2.02596e-05 1.2725e-05
threshold=0.10498500000000001 -0.11266 0.10393500000000001 0.083815000000000014 -0.069909999999999986 -0.010284999999999997 0.114165 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -2
right_child=6 2 -4 -5 5 -7 -8 -9
leaf_value=0.0087400570682627781 0.0066183250412377853 -0.021307046231818963 -0.029655591382045238 0.021305032499297476 -0.014032968109042294 0.015134886407536194 0.013975307343768626 -0.0086003444372595838
leaf_weight=0.0013430783743547904 0.0010424076090750818 0.0010684544246374337 0.0010230642047779808 0.001049464602327699 0.0010898844536093577 0.0011391859316644218 0.0014013183738730787 0.0011617327227782463
leaf_count=308 213 1095 390 885 180 193 400 246
internal_value=0 -0.00254138 -0.00536292 0.000354361 -0.00631336 0.000873519 0.00457405 -0.00140295
internal_weight=0 0.00671313 0.00537005 0.00434699 0.00329752 0.00222907 0.00360546 0.00220414
internal_count=3910 3051 2743 2353 1468 373 859 459
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=10
num_cat=0
split_feature=4 0 1 15 12 2 0 1 52
split_gain=3.13675e-05 8.46485e-05 3.01313e-05 6.19745e-05 3.62224e-05 5.99164e-05 9.87076e-05 6.52098e-05 2.23718e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 0.096210000000000004 1.0000000180025095e-35 -0.14136999999999997 0.11097000000000001 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 -7
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.00033889059887041528 -0.00055922738848799181 0.00052860671847649156 -0.00034342834746586593 6.1730951059824109e-05 0.00033576552717553919 -8.3427470162967721e-05 0.00062411499782083252 -0.00047775335589527585 0.00031852767777481878
leaf_weight=0.0010072006669474684 0.001139778603731381 0.0011382897660928088 0.0017218164352139865 0.0013496877579039293 0.0012188719905402269 0.001058690204861901 0.0010127916208230565 0.001053321854126234 0.0010708211011245458
leaf_count=176 1059 239 625 850 299 124 257 106 175
internal_value=0 2.2965e-05 -3.68293e-05 -0.000222569 2.7965e-05 -3.54356e-05 9.09597e-05 -7.86927e-05 0.000118695
internal_weight=0 0.0107641 0.00962578 0.00248947 0.00713631 0.00591744 0.00419562 0.00318283 0.00212951
internal_count=3910 3734 3495 1909 1586 1287 662 405 299
is_linear=0
shrinkage=0.00196078


Tree=6568
num_leaves=8
num_cat=0
split_feature=11 16 2 4 49 1 0
split_gain=1.16594e-05 2.364e-05 3.83836e-05 4.83318e-05 3.67033e-05 4.72491e-05 1.62095e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 -0.08422499999999998 -0.00064499999999999985 0.092550000000000007 -0.075584999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=-0.011743334837300659 -0.010285812823200928 -0.017158869480151939 0.0059176823599127832 -0.0091364676409799745 0.020669986794363354 -0.0040630120385687502 0.023760857028299148
leaf_weight=0.0012507943612615141 0.0010057420080291724 0.0014132304362584492 0.001011296056286729 0.0014586990452951725 0.0017985257816861518 0.0013537971621027419 0.0010253036075259737
leaf_count=371 304 536 185 467 1273 374 400
internal_value=0 0.00104776 0.00303254 -0.000979671 0.00397909 0.0100481 0.0149006
internal_weight=0 0.00931165 0.00806085 0.00602425 0.00461102 0.00315232 0.0020366
internal_count=3910 3606 3235 2650 2114 1647 585
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=9
num_cat=0
split_feature=1 2 0 2 14 15 13 2
split_gain=2.40041e-05 3.72272e-05 3.35139e-05 4.66363e-05 3.01218e-05 4.68115e-05 3.58868e-05 4.12294e-05
threshold=0.085835000000000009 0.086545000000000025 -0.082194999999999976 0.10113500000000002 -1.0000000180025095e-35 -0.106555 -0.0010249999999999997 0.090905000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7 -8
right_child=4 2 3 -5 5 6 7 -9
leaf_value=-0.00044553279634467564 -0.00024611827108797317 -0.00029863346602193418 0.00035483565766173774 -0.00017761519213691499 0.00045042612987129934 0.00026663164536548005 8.6562344433094177e-05 -0.00038710513099142539
leaf_weight=0.0010204239056265615 0.0010028683441579258 0.0011597225160355925 0.0013409057825018971 0.0011970389240198523 0.0012960458634823525 0.0015798437632779045 0.0018007170177135137 0.0011626944187444403
leaf_count=678 178 738 458 326 311 735 225 261
internal_value=0 -0.000113982 -2.24853e-05 0.000103702 6.7811e-05 0.000121727 2.79592e-05 -9.92811e-05
internal_weight=0 0.00471809 0.00369767 0.00253794 0.00684217 0.0058393 0.00454326 0.00296341
internal_count=3910 2200 1522 784 1710 1532 1221 486
is_linear=0
shrinkage=0.00196078


Tree=6570
num_leaves=10
num_cat=0
split_feature=4 0 43 160 15 13 15 4 16
split_gain=3.07532e-05 6.77275e-05 3.26164e-05 4.75885e-05 6.78099e-05 6.37495e-05 6.14326e-05 9.58993e-05 3.94667e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.19153499999999998 -0.094679999999999986 0.035895000000000003 -1.0000000180025095e-35 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 7 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00033068509117356847 3.9300808328971466e-05 0.00047670052915101379 -0.00033463213525526317 -0.00031957153499662745 0.00061597790117354331 0.00067919767828495065 -0.0002959974046326768 -8.5296715344785229e-05 -0.00044539524894066318
leaf_weight=0.0010338882701581642 0.0012168243876846362 0.0011337539424356178 0.001073354451035206 0.0011846007350681384 0.0011378838499504296 0.0011321933314539074 0.0011286170395301337 0.0014246648759432376 0.00137652667140709
leaf_count=192 409 223 252 217 250 226 952 384 805
internal_value=0 2.32919e-05 -2.98421e-05 3.90554e-05 0.000111101 0.000210291 8.50355e-05 0.000253226 -0.000217971
internal_weight=0 0.0108084 0.00967467 0.00708131 0.00589671 0.00482336 0.00368548 0.00255686 0.00259335
internal_count=3910 3718 3495 2281 2064 1812 1562 610 1214
is_linear=0
shrinkage=0.00196078


Tree=6571
num_leaves=9
num_cat=0
split_feature=52 52 15 15 43 13 2 3
split_gain=1.15175e-05 3.01911e-05 1.98595e-05 4.78178e-05 4.04608e-05 3.61234e-05 7.90668e-05 1.7928e-05
threshold=-0.081429999999999989 -0.24456499999999998 -0.19153499999999998 -0.106555 0.013605000000000001 -0.0043499999999999988 0.096750000000000017 -0.0038649999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 -7
right_child=2 -3 3 4 -6 6 -8 -9
leaf_value=-0.0070107715353954284 -0.014828139882555935 0.015671752110541115 0.019963615288881062 -0.020974916225999594 0.012401887820556517 0.019448476760956263 -0.022871468703893835 0.00071189209442417377
leaf_weight=0.0010222299163865048 0.0010329218154046683 0.0013776374662683136 0.0010256586842314489 0.001430959832686483 0.001266366529273099 0.0010064909816546086 0.0011463509365658379 0.0010366890502306388
leaf_count=449 370 522 212 1330 422 332 192 81
internal_value=0 0.00601007 -0.00189485 3.77469e-05 -0.00343391 -0.00777412 -0.00185168 0.00994172
internal_weight=0 0.00239987 0.00794544 0.00691252 0.00588686 0.00462049 0.00318953 0.00204318
internal_count=3910 971 2939 2569 2357 1935 605 413
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=7
num_cat=0
split_feature=1 0 12 150 1 3
split_gain=1.40454e-05 2.82988e-05 5.29251e-05 2.52448e-05 3.38615e-05 2.7177e-05
threshold=0.085835000000000009 -0.087614999999999985 0.089745000000000005 0.077110000000000012 0.10561500000000001 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.016761609889078596 -0.012194590349776732 -0.01529568370155924 0.012080430163539418 0.01442144445815988 0.014087270067459521 -0.0051601967198125695
leaf_weight=0.0012999911955362434 0.0016328364312006168 0.0011887345915262888 0.0017396463794942096 0.0014722275114114839 0.0016868536809791618 0.0012981344845807785
leaf_count=744 714 779 677 349 454 193
internal_value=0 -0.00448323 0.000967486 0.00301876 -0.000616575 0.00571678
internal_weight=0 0.00422837 0.00292838 0.00609005 0.00461782 0.00298499
internal_count=3910 2200 1456 1710 1361 647
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=9
num_cat=0
split_feature=1 0 133 15 15 3 16 12
split_gain=1.19123e-05 3.89687e-05 4.93305e-05 2.07213e-05 4.05595e-05 5.23782e-05 8.74493e-05 4.97726e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.035895000000000003 -0.017214999999999998 0.086245000000000016 -0.09601999999999998 0.090715000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2
right_child=3 2 -4 -5 -6 6 -8 -9
leaf_value=-0.020090204095637668 0.026769419076053621 0.014384799132792229 -0.014219882110354833 -0.010099364719302603 0.023102676457372004 0.012844807300066444 -0.02564851980729814 -0.0034589299371675427
leaf_weight=0.0011281424577736375 0.0011268522380346189 0.0014314784704999484 0.0010415708191125273 0.0011007950435673363 0.0010053100402850363 0.0010293495828811116 0.0013833025341395584 0.0010543748162444332
leaf_count=1044 449 435 529 532 337 168 157 259
internal_value=0 -0.00468847 0.0023374 0.00244304 0.00490886 0.000927387 -0.00922548 0.0121575
internal_weight=0 0.00360119 0.00247305 0.00669998 0.00559919 0.00459388 0.00241265 0.00218123
internal_count=3910 2008 964 1902 1370 1033 325 708
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=8
num_cat=0
split_feature=49 52 13 160 43 1 12
split_gain=1.12628e-05 2.6618e-05 4.77783e-05 3.42474e-05 3.68319e-05 6.44202e-05 2.81715e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 -0.026849999999999995 -0.074254999999999988 0.086560000000000012 0.091475000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.01481704520390404 0.009596067378934002 -0.015870761423798539 0.012041010542565993 -0.0090970710498980336 0.0043778969831426663 -0.026042053945002676 0.013932109872332149
leaf_weight=0.0018681120298093224 0.0010837965523533962 0.0010876910306013296 0.0011651626348104308 0.0010086204169096479 0.0011371617270340383 0.0017950702767429924 0.0011222083382567021
leaf_count=366 378 566 492 536 754 559 259
internal_value=0 -0.00118277 0.000790473 -0.0034167 -0.00697398 -0.0142448 0.00303133
internal_weight=0 0.00918403 0.00809634 0.00622822 0.00506306 0.00293223 0.00213083
internal_count=3910 3532 2966 2600 2108 1313 795
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=8
num_cat=0
split_feature=1 150 16 0 16 4 13
split_gain=1.31108e-05 2.76592e-05 3.53994e-05 3.5254e-05 4.60394e-05 2.37556e-05 1.64083e-05
threshold=0.085835000000000009 0.077110000000000012 -0.27337499999999998 -0.11524 -0.055679999999999993 -0.082054999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0058593814404503224 -0.016959796484334017 0.014939244614064588 -0.011708868130840742 0.024958182967458879 -0.0022331636772870253 -0.012304552670993606 0.01131412731020681
leaf_weight=0.0011088764212353074 0.0010535857102574289 0.0014579617825304656 0.0010236384217134245 0.0011563708251670838 0.0013492096248662821 0.0019779553768578722 0.0011165379965939284
leaf_count=425 256 349 150 371 584 1575 200
internal_value=0 0.00294243 -0.000874211 0.00392786 0.0103161 -0.00433046 0.00275694
internal_weight=0 0.00604077 0.0045828 0.00352922 0.00250558 0.00420337 0.00222541
internal_count=3910 1710 1361 1105 955 2200 625
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=8
num_cat=0
split_feature=52 160 133 151 47 2 2
split_gain=1.25164e-05 2.36355e-05 4.26242e-05 3.78606e-05 5.9097e-05 8.25324e-05 5.71496e-05
threshold=0.14114500000000005 -0.026849999999999995 -0.0023199999999999996 -0.0088999999999999982 0.09550500000000002 0.086545000000000025 0.10113500000000002
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=0.010505654341386898 0.0095727879053840656 -0.021098431252644812 -0.016962214260863469 -0.024422517580772934 0.023417542885070058 0.021961807493892094 -0.0059269099275341556
leaf_weight=0.0014254848536981758 0.0011967240230464212 0.0011682846938898513 0.001129249930149517 0.0012012695602973862 0.0011364425189515498 0.0013377881127901311 0.001630119794646517
leaf_count=684 500 853 376 516 145 401 435
internal_value=0 -0.00131078 -0.0035262 -0.000335864 0.00320289 -0.00230725 0.00664396
internal_weight=0 0.00902864 0.00760315 0.00643487 0.00530562 0.00416918 0.00296791
internal_count=3910 3410 2726 1873 1497 1352 836
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=8
num_cat=0
split_feature=11 48 2 133 43 2 16
split_gain=2.43014e-05 2.56715e-05 4.72829e-05 4.3366e-05 4.78171e-05 5.80849e-05 3.35671e-05
threshold=0.077330000000000024 0.091555000000000011 0.11260500000000001 0.087550000000000017 -0.083899999999999988 0.092450000000000018 -0.088144999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00028860626646466279 -0.00029567165575271332 0.00022568074739899916 0.00031029434724737893 -0.00043738369328088578 0.00020750636177251737 -0.00053488146387651767 -0.00018617689739617836
leaf_weight=0.001429275421529339 0.0010324457271896287 0.0018987387480704195 0.0013391494963740048 0.0011641067519448231 0.0015816733907128553 0.0010173703813963187 0.0017584129718220811
leaf_count=402 279 435 448 756 467 289 834
internal_value=0 2.00255e-05 -2.70777e-05 -9.20759e-05 -2.26109e-05 -0.000124692 2.48922e-07
internal_weight=0 0.0101887 0.00828999 0.00695084 0.00578673 0.00435746 0.00334009
internal_count=3910 3631 3196 2748 1992 1590 1301
is_linear=0
shrinkage=0.00196078


Tree=6578
num_leaves=9
num_cat=0
split_feature=11 48 42 133 160 13 1 1
split_gain=2.98539e-05 3.283e-05 4.33078e-05 5.27137e-05 4.92695e-05 4.42007e-05 4.27869e-05 5.78977e-05
threshold=0.077330000000000024 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.081519999999999995 -0.071149999999999977 0.076710000000000014 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -6 -8
right_child=-2 -3 5 -5 6 -7 7 -9
leaf_value=0.0003338581588583622 -0.00032268888939364403 0.00025693420344633519 -0.00056394560456570495 0.00038572273593804961 -0.00046674638557958305 7.3054150809792726e-06 0.00031919171027722682 -0.00025968793590882899
leaf_weight=0.0010456559560341372 0.0010469409198310678 0.0019089328428544038 0.0010226127161172757 0.0014189212844230026 0.0011301645876538543 0.001061123294602122 0.0011585097772536766 0.0015570611967741128
leaf_count=207 279 435 872 599 585 382 216 335
internal_value=0 2.48347e-05 -2.79482e-05 5.29843e-05 -4.35383e-05 -0.000273041 -0.000146152 -1.27278e-05
internal_weight=0 0.010303 0.00839405 0.00631031 0.00489139 0.00208374 0.00384574 0.00271557
internal_count=3910 3631 3196 1942 1343 1254 1136 551
is_linear=0
shrinkage=0.00196078


Tree=6579
num_leaves=9
num_cat=0
split_feature=11 1 4 15 15 0 43 16
split_gain=2.50432e-05 2.87182e-05 5.26338e-05 7.3841e-05 3.38643e-05 4.80925e-05 8.204e-05 3.90413e-05
threshold=0.077330000000000024 0.10113500000000002 0.053925000000000008 -0.10312999999999999 -0.0039399999999999991 -0.083934999999999996 -0.084964999999999985 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 -7 -1
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=-0.00045957342770180313 -0.00029527053496366412 0.00045853754259946207 0.00030514833824766066 -0.00039176784550994651 0.00037001550453391737 0.0003593876667077834 -0.00032475000363315184 2.3025106291432125e-05
leaf_weight=0.001365497030617494 0.0010603964798025249 0.001406297940729669 0.0012484414070301274 0.0010991186729177862 0.0012825190930786162 0.0010384201684431828 0.0019197956441881589 0.0012205610497368104
leaf_count=497 279 362 318 164 516 246 762 766
internal_value=0 2.07976e-05 0.000158557 -2.11452e-05 -5.49524e-05 5.28903e-05 -8.45977e-05 -0.000231798
internal_weight=0 0.0105807 0.00375386 0.00234756 0.00682679 0.00424073 0.00295822 0.00258606
internal_count=3910 3631 844 482 2787 1524 1008 1263
is_linear=0
shrinkage=0.00196078


Tree=6580
num_leaves=8
num_cat=0
split_feature=13 403 160 49 1 2 4
split_gain=1.24007e-05 3.67604e-05 3.98718e-05 4.7462e-05 3.60906e-05 6.00337e-05 3.10997e-05
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.081629999999999994 0.11052000000000002 0.097940000000000013 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.01405169696385954 -0.010073178942323303 0.018035955796013754 0.021795276481481878 -0.016952793736003269 -0.01595325774898055 0.019615217720195605 0.0059467326059309596
leaf_weight=0.0018613892540787647 0.0011024286243643223 0.0011304624622656351 0.0010699150036034364 0.0012694447365573366 0.0012733690553073367 0.0014387393562423955 0.001113079801155159
leaf_count=1077 221 418 191 1040 370 466 127
internal_value=0 0.00115304 -0.00122493 0.00264812 -0.00137294 0.00348569 -0.00625448
internal_weight=0 0.0091564 0.00802594 0.00616455 0.00509463 0.00382126 0.00238252
internal_count=3910 3689 3271 2194 2003 1633 1167
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=9
num_cat=0
split_feature=3 1 3 15 13 12 16 1
split_gain=3.52766e-05 5.00145e-05 4.30533e-05 4.71974e-05 3.72897e-05 3.4988e-05 4.51249e-05 6.02942e-05
threshold=-0.15464999999999998 0.088010000000000019 0.084925000000000014 0.085120000000000015 -0.070174999999999987 0.097345000000000015 -0.094359999999999986 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3 -8
right_child=1 5 -4 -5 -6 -7 7 -9
leaf_value=0.00033902072375960828 -0.00023740847029527417 -0.00022885150305560972 7.5584855628354802e-05 -1.0304271119672045e-05 -0.00077133385725343742 0.00039976796324116373 0.00039380473460186983 -0.00015139862427042221
leaf_weight=0.0010241658107120579 0.001000454111765309 0.0019278252759371657 0.0015408869628547872 0.0011683230944907448 0.0010112328896254646 0.0010559765708335585 0.0017570350600944545 0.0014022583719165841
leaf_count=259 690 389 119 780 644 225 565 239
internal_value=0 -4.16511e-05 -0.000193414 -0.000323758 -0.000505802 7.49766e-05 7.55693e-06 0.000151815
internal_weight=0 0.010864 0.0047209 0.00318001 0.00201169 0.0061431 0.00508712 0.00315929
internal_count=3910 3651 2233 2114 1334 1418 1193 804
is_linear=0
shrinkage=0.00196078


Tree=6582
num_leaves=9
num_cat=0
split_feature=11 48 42 2 16 13 2 2
split_gain=2.07666e-05 2.82892e-05 4.17814e-05 5.5988e-05 6.6728e-05 9.89792e-05 5.45906e-05 1.90774e-05
threshold=0.077330000000000024 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.00057553676434494213 -0.00027377950571391864 0.00023807627116290551 -8.2737201719457277e-05 0.00046024607581963815 -0.00046376812695896616 0.00014810619365418205 -0.00039696655249227855 -0.00046324830296420264
leaf_weight=0.0011248812676035221 0.0010189094860196977 0.0018621870290437851 0.0010087456242831587 0.0010622402764961575 0.001093345164315365 0.0014804605612852321 0.001351158477377325 0.0010175907475131773
leaf_count=709 279 435 682 255 167 369 442 572
internal_value=0 2.00617e-05 -2.98232e-05 5.107e-05 -3.50006e-05 8.34857e-05 -0.000111985 -0.000273823
internal_weight=0 0.0100006 0.00813842 0.00611209 0.00504985 0.0039565 0.00283162 0.00202634
internal_count=3910 3631 3196 1942 1687 1520 811 1254
is_linear=0
shrinkage=0.00196078


Tree=6583
num_leaves=7
num_cat=0
split_feature=1 0 133 2 3 48
split_gain=1.42717e-05 2.95301e-05 2.38226e-05 1.90268e-05 2.63226e-05 5.16403e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.11462500000000002 -0.074234999999999982 0.083775000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.019498780188164287 0.0096966876274609606 0.0089138951901335372 -0.01051251262168367 0.012610936954532274 -0.015784630279481765 0.0091634730386499236
leaf_weight=0.0010240998725210594 0.0017712211989644347 0.0014705928799045036 0.0011060095561863203 0.0014959810453702262 0.0019801774657133529 0.0014280201732249152
leaf_count=1009 796 452 547 413 472 221
internal_value=0 -0.00513426 0.000575087 0.00267699 -0.000192254 -0.00533148
internal_weight=0 0.0036007 0.0025766 0.0066754 0.00517942 0.0034082
internal_count=3910 2008 999 1902 1489 693
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=7
num_cat=0
split_feature=11 48 42 133 160 4
split_gain=1.28422e-05 2.05219e-05 3.45029e-05 4.52567e-05 4.99876e-05 4.05434e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.025614999999999995 0.0082450000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.014294572682861309 -0.010801735776404859 0.010946834880446484 -0.012984120023525635 0.019359344213433476 -0.019511834290182228 0.0034595577164105323
leaf_weight=0.0013115343854484532 0.0010031635884363262 0.0017255273372981756 0.0018549128600764391 0.0012697843192258137 0.0016789591297836758 0.0014165826525963134
leaf_count=303 304 433 1243 598 757 272
internal_value=0 0.00111003 -0.00114358 0.00272531 -0.00206736 -0.00899966
internal_weight=0 0.0092573 0.00753177 0.00567686 0.00440708 0.00309554
internal_count=3910 3606 3173 1930 1332 1029
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=7
num_cat=0
split_feature=1 48 47 16 4 13
split_gain=1.16712e-05 2.55128e-05 3.96819e-05 5.22443e-05 1.97042e-05 1.57723e-05
threshold=0.085835000000000009 0.087945000000000009 0.09252500000000001 -0.088144999999999987 -0.082054999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0060863211285301462 0.030808529759563243 -0.0066307348116222149 -0.0076951477290857287 0.003000113162506049 -0.011364115337463405 0.010750461447862507
leaf_weight=0.0011095888257974334 0.0011017370258954425 0.0019542489062226026 0.0012367885400161888 0.0017466630881589641 0.0019761180226713355 0.0011159709237477423
leaf_count=425 390 350 182 788 1575 200
internal_value=0 0.00276643 0.0072618 0.0137562 -0.00409668 0.00235621
internal_weight=0 0.00603944 0.00408519 0.0028484 0.00420168 0.00222556
internal_count=3910 1710 1360 1178 2200 625
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=8
num_cat=0
split_feature=50 4 2 150 3 15 4
split_gain=1.20084e-05 2.73154e-05 3.33235e-05 3.13028e-05 3.74707e-05 3.97061e-05 5.44892e-05
threshold=0.086465000000000014 0.28937500000000005 0.11339500000000001 0.086420000000000011 -0.084129999999999996 -0.064869999999999983 -0.034289999999999994
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=-0.0073452733600820122 -0.010126824756534565 0.015799809644938555 -0.017991198067764915 -0.01443500684283773 -0.0040466915129465332 0.0043347907249079711 0.032926588572161554
leaf_weight=0.0018931049474364458 0.0010587072852982346 0.0011137782677616359 0.0010001154637085891 0.0010478014044296999 0.0013964389684667433 0.0015408356328978187 0.0011746969698558265
leaf_count=911 715 396 331 238 507 642 170
internal_value=0 0.00112153 -0.000908564 0.0015138 0.00429664 0.00965644 0.0167032
internal_weight=0 0.00916677 0.00805299 0.00705288 0.00600508 0.00411197 0.00271553
internal_count=3910 3195 2799 2468 2230 1319 812
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=9
num_cat=0
split_feature=2 2 0 160 0 12 4 4
split_gain=2.12376e-05 2.35226e-05 5.72051e-05 4.98013e-05 4.23976e-05 7.24447e-05 6.10035e-05 3.28967e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.082604999999999998 0.088785000000000017 -0.13506999999999997 0.095295000000000019 -0.06272999999999998 0.28937500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=0.00026713013088896316 3.6010217370309004e-05 -0.00048873576718331537 -0.00051507112104167948 0.00037181709113709606 1.0841597245015932e-05 -0.0003533827911936745 0.00061725701785359476 -5.8739791025337889e-06
leaf_weight=0.0010010570990702248 0.0018805819462404995 0.0011724346492547138 0.0011777595878630198 0.0013291752598332757 0.0016064922463377058 0.0010653187907637886 0.0010576930533147449 0.0010095540499271923
leaf_count=280 777 218 553 290 467 524 664 137
internal_value=0 -3.20245e-05 -0.00017621 2.88771e-05 -4.82316e-05 7.87826e-05 0.000251591 -0.000265327
internal_weight=0 0.010299 0.00305834 0.00724067 0.00591149 0.0037295 0.00266419 0.00218199
internal_count=3910 3630 1330 2300 2010 1655 1131 355
is_linear=0
shrinkage=0.00196078


Tree=6588
num_leaves=10
num_cat=0
split_feature=4 43 0 16 4 4 16 150 16
split_gain=3.47425e-05 6.25313e-05 7.69921e-05 4.39186e-05 5.47317e-05 4.91551e-05 9.0049e-05 7.0013e-05 2.73424e-05
threshold=-0.49837999999999999 -0.24333999999999997 -0.035699999999999989 0.081265000000000018 -0.082054999999999975 0.0057500000000000008 -0.088144999999999987 0.085075000000000026 -0.30307999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -7
right_child=1 2 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00035006249061829219 -0.00043455532775907351 0.00046412381575731444 0.00048848612784674382 -0.00038119216097327603 0.00013833752158302581 -0.00021546215037020279 -0.00065872536256259657 0.00055914775474572758 0.00015358032971360305
leaf_weight=0.00102288769528851 0.0010185530609477583 0.0010758368654100172 0.0014771902934433449 0.0010066991679052026 0.0011116805426906427 0.0015765597845906782 0.0010689403990894767 0.001013439778913322 0.0015122519024394628
leaf_count=176 199 527 300 413 320 324 1189 149 313
internal_value=0 2.79362e-05 7.57968e-05 2.9228e-06 5.54712e-05 -1.45038e-05 -0.000252383 0.000111945 -3.47826e-05
internal_weight=0 0.0108612 0.0098426 0.00836541 0.00735871 0.00628287 0.00218062 0.00410225 0.00308881
internal_count=3910 3734 3535 3235 2822 2295 1509 786 637
is_linear=0
shrinkage=0.00196078


Tree=6589
num_leaves=8
num_cat=0
split_feature=11 48 2 3 12 13 0
split_gain=2.19365e-05 2.37196e-05 4.59803e-05 3.45747e-05 4.89366e-05 4.37989e-05 7.36874e-05
threshold=0.077330000000000024 0.091555000000000011 0.11260500000000001 0.096385000000000012 0.092365000000000017 -0.016579999999999998 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00019146390250548607 -0.00027698009899791725 0.00022103698187260116 0.00030990098140562701 -0.00039442482190750483 -0.00036174231475768462 -4.1643094222378408e-05 0.00059421995430920869
leaf_weight=0.0015730032360549203 0.0010345786459890994 0.0018879868334765208 0.0013407618656937513 0.0011678304978478687 0.0012856149653775123 0.0017389087328453221 0.0011735821859255413
leaf_count=1171 279 435 448 154 708 351 364
internal_value=0 2.27106e-05 -2.25129e-05 -8.67429e-05 -2.4481e-05 7.21836e-05 0.000214577
internal_weight=0 0.0101677 0.0082797 0.00693894 0.00577111 0.00448549 0.00291249
internal_count=3910 3631 3196 2748 2594 1886 715
is_linear=0
shrinkage=0.00196078


Tree=6590
num_leaves=10
num_cat=0
split_feature=376 1 47 42 52 52 4 15 4
split_gain=5.27669e-05 5.84718e-05 6.16448e-05 7.46873e-05 6.91424e-05 6.18758e-05 5.46507e-05 2.99243e-05 5.38242e-05
threshold=0.048375000000000008 0.12864500000000004 0.096175000000000024 -1.0000000180025095e-35 -0.092854999999999979 0.11262000000000001 -0.082509999999999986 -0.10312999999999999 0.015635000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00051985047452820816 0.00041912545857810844 0.00038707295009297963 -0.00051886807661081071 -0.0004215838107216973 0.00058562330070487838 -0.00029895413163401243 -0.00019699144609954634 -2.3254150749196988e-05 0.00050640559274733031
leaf_weight=0.0010878706370319284 0.0010074823245930379 0.0010604950576649933 0.001175181780063198 0.0011091241995683137 0.0011142073335004788 0.0011665800520053613 0.001010726146920023 0.0018134189660061327 0.0012434180673359921
leaf_count=931 206 276 296 472 195 414 124 788 208
internal_value=0 -5.01105e-05 -9.78066e-05 -3.99009e-05 3.01125e-05 0.000109029 0.000200878 9.54871e-05 0.000192194
internal_weight=0 0.010781 0.00972053 0.00854535 0.00745747 0.00634835 0.00518177 0.00406756 0.00305684
internal_count=3910 3704 3428 3132 2201 1729 1315 1120 996
is_linear=0
shrinkage=0.00196078


Tree=6591
num_leaves=9
num_cat=0
split_feature=11 48 42 13 133 160 1 1
split_gain=2.08812e-05 2.87192e-05 4.28588e-05 4.65926e-05 4.52227e-05 5.31964e-05 4.54923e-05 4.32471e-05
threshold=0.077330000000000024 0.091555000000000011 0.086325000000000013 -0.071149999999999977 0.065880000000000008 -0.081519999999999995 0.076710000000000014 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=0.00034917208005885833 -0.00027574387703029187 0.0002312584598273091 -0.00057020401647785547 1.539343273973772e-05 0.00035656298737180611 -0.00047877190331152266 0.00027471281519918597 -0.00022260799424103132
leaf_weight=0.0010523762588621408 0.0010398458851064137 0.0019334293444309642 0.001044220219468098 0.0010452626678741166 0.0014074678233206989 0.0011316243488234947 0.0011670571602306438 0.0015856837390514841
leaf_count=207 279 435 872 382 599 585 216 335
internal_value=0 1.57165e-05 -3.36967e-05 -0.000277259 4.65213e-05 -4.18717e-05 -0.000147816 -1.17629e-05
internal_weight=0 0.0103671 0.00843369 0.00208948 0.00634421 0.00493674 0.00388437 0.00275274
internal_count=3910 3631 3196 1254 1942 1343 1136 551
is_linear=0
shrinkage=0.00196078


Tree=6592
num_leaves=7
num_cat=0
split_feature=11 48 2 4 1 13
split_gain=1.12563e-05 2.15054e-05 3.13524e-05 3.35568e-05 5.58812e-05 6.91982e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.092550000000000007 -0.016579999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.016870022468553434 -0.010106808340049444 0.011039423738899752 0.013325284242354449 -0.01020162445103838 -0.0132651770165965 0.021470467898823491
leaf_weight=0.0015572537961039265 0.0010073919318624109 0.0017417244180009854 0.001229949196636361 0.0011481642071466784 0.001902072225062482 0.0017280717955947319
leaf_count=529 304 433 448 1148 579 469
internal_value=0 0.00102116 -0.00128523 -0.00412163 3.30756e-05 0.00882729
internal_weight=0 0.00930724 0.00756551 0.00633556 0.00477831 0.00287624
internal_count=3910 3606 3173 2725 2196 1617
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=10
num_cat=0
split_feature=1 0 16 16 3 12 2 16 133
split_gain=3.48843e-05 5.14489e-05 3.37226e-05 6.0927e-05 4.66045e-05 7.65175e-05 6.13822e-05 3.13714e-05 5.85381e-05
threshold=0.076710000000000014 -0.087614999999999985 -0.30307999999999996 -0.09601999999999998 0.076695000000000013 0.088375000000000023 0.10433000000000002 -0.08286499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -6 -3 -9
right_child=2 7 3 4 6 -7 -8 8 -10
leaf_value=-0.00053240715663383095 -0.00019128284113163659 0.00025830829863076975 0.00051391141136577568 0.00048125718387015772 -0.00047868898970612083 -0.00019992379473094042 0.00015937148650169603 0.00015611962592630081 -0.00050290976579683941
leaf_weight=0.0010320383292075725 0.001529490568789189 0.0010025136008307537 0.0012860981146614109 0.0016073917199067834 0.0011899081184035126 0.0010469674932412551 0.0011302890808216094 0.001066364410364075 0.0010080349246703087
leaf_count=630 387 340 178 432 160 599 146 413 625
internal_value=0 -0.000153562 6.97253e-05 0.00013349 3.51378e-05 0.000212577 -0.000167856 -2.64917e-05 -0.00016413
internal_weight=0 0.00410895 0.00779015 0.00626065 0.00497456 0.00265436 0.0023202 0.00307691 0.0020744
internal_count=3910 2008 1902 1515 1337 1031 306 1378 1038
is_linear=0
shrinkage=0.00196078


Tree=6594
num_leaves=7
num_cat=0
split_feature=42 43 3 4 48 16
split_gain=1.0747e-05 2.42305e-05 5.06984e-05 3.67861e-05 5.04357e-05 6.22917e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.078669999999999976 -0.34687499999999999 0.086125000000000021 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0074212966566858376 -0.001951102289292391 -0.018328462052426862 0.026758247888879663 0.024140748652374186 -0.012862050707424792 -0.0033892415463570458
leaf_weight=0.0016651552041954147 0.0015415856342739561 0.001134206023732951 0.001023477553475617 0.00146102581722715 0.0016169436240193501 0.0018788316891453416
leaf_count=1060 750 220 583 440 243 614
internal_value=0 0.00135115 0.00950412 -0.00208225 0.00163517 0.0086538
internal_weight=0 0.00865607 0.00256506 0.00609101 0.0049568 0.00333986
internal_count=3910 2850 1333 1517 1297 1054
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=9
num_cat=0
split_feature=13 39 48 457 51 0 15 42
split_gain=1.19253e-05 3.35569e-05 5.49054e-05 4.73276e-05 2.82216e-05 3.11743e-05 6.58014e-05 3.47516e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 -0.024374999999999997 -0.11756999999999999 -0.03231499999999999 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=0.009066827040792801 0.0095702745473452595 0.015348444462507686 -0.025243913113328909 0.018189223089220951 -0.022231959362068131 0.017963144617337272 -0.023337469539992033 0.00051905779731990082
leaf_weight=0.0012577541823915019 0.0012068842405657974 0.0010648183323370497 0.001017914984356316 0.0011465840657695426 0.0011073112772971971 0.0010499299836080433 0.0012806251201868883 0.0011670605687627948
leaf_count=210 626 419 144 214 198 581 737 781
internal_value=0 -0.00132568 -0.00355163 -0.000378355 -0.00404146 -0.0076089 -0.00297938 -0.0119626
internal_weight=0 0.00904113 0.00797631 0.0069584 0.00581181 0.00460493 0.00349762 0.00244769
internal_count=3910 3700 3281 3137 2923 2297 2099 1518
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=7
num_cat=0
split_feature=42 403 160 12 52 1
split_gain=1.13673e-05 2.85071e-05 3.26349e-05 4.53053e-05 4.91331e-05 6.47597e-05
threshold=0.092145000000000019 0.03138500000000001 0.069910000000000014 0.086935000000000012 0.071660000000000015 0.10801000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0077399752719729924 -0.0077331702488166289 0.017077976288551348 0.011025186293808935 -0.016814206295082405 0.020475731758484179 -0.022967358210022409
leaf_weight=0.0016642849159305784 0.0016223708461478815 0.0010213384106119577 0.0018073778861744079 0.0019443297688959884 0.0010406361276904742 0.0011693159630253669
leaf_count=606 832 358 446 1065 365 238
internal_value=0 0.00138887 -0.000712367 -0.00435832 0.00189281 -0.00493174
internal_weight=0 0.00864728 0.00762594 0.00581857 0.00387424 0.0028336
internal_count=3910 3078 2720 2274 1209 844
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=9
num_cat=0
split_feature=50 157 51 2 4 2 48 3
split_gain=2.25124e-05 3.87504e-05 4.02086e-05 4.54463e-05 5.12802e-05 4.55033e-05 0.000112014 5.63536e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.032189999999999989 0.086545000000000025 0.05309500000000001 0.113945 0.08346000000000002 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00038624695932225881 -0.00027795608355510548 -0.00034948342917452344 -0.00048292325862072961 -0.00024995648249763827 9.6456644333610256e-05 -0.00017620236853842632 0.000642048906394461 0.00032117384246392768
leaf_weight=0.0010184265274317201 0.0010521300571813491 0.0012133044648654839 0.0011880679887126366 0.0016003158963435046 0.0011615549420768141 0.001428795097203726 0.0015858951164839691 0.0011355212973281454
leaf_count=361 689 442 799 699 201 340 266 113
internal_value=0 2.31114e-05 -1.65975e-05 3.32648e-05 -0.000196502 0.000127146 0.000227435 -1.29063e-05
internal_weight=0 0.0103319 0.00931345 0.00810015 0.00234962 0.00575053 0.00432173 0.00273584
internal_count=3910 3221 2860 2418 1000 1418 1078 812
is_linear=0
shrinkage=0.00196078


Tree=6598
num_leaves=9
num_cat=0
split_feature=1 3 2 133 3 52 12 3
split_gain=1.512e-05 2.424e-05 6.524e-05 5.78083e-05 3.35681e-05 4.21926e-05 2.39898e-05 6.23807e-05
threshold=0.10498500000000001 -0.11266 0.10393500000000001 0.083815000000000014 -0.069909999999999986 -0.010284999999999997 0.051320000000000005 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -2
right_child=6 2 -4 -5 5 -7 -8 -9
leaf_value=0.0092000576778964432 0.029259762097226347 -0.021651316863888166 -0.028615824822921878 0.019912390630490162 -0.014188851998991059 0.01342143573663299 -0.0052256247618747975 -0.0043316558321567179
leaf_weight=0.0013336878125377559 0.0010524157626607663 0.0010633978914549301 0.0010203380828959384 0.0010501177609009765 0.0010797862865141337 0.0011354947276531204 0.0013679343092019292 0.0011645910968895914
leaf_count=308 329 1095 390 885 180 193 301 229
internal_value=0 -0.00286142 -0.00586868 -0.00050697 -0.00704702 -3.65454e-05 0.00518851 0.0116142
internal_weight=0 0.00668282 0.00534913 0.0043288 0.00327868 0.00221528 0.00358494 0.00221701
internal_count=3910 3051 2743 2353 1468 373 859 558
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=9
num_cat=0
split_feature=157 160 133 13 151 4 4 16
split_gain=1.81937e-05 5.11038e-05 6.31757e-05 3.17667e-05 5.10476e-05 8.96638e-05 9.28628e-05 8.40216e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.17936000000000002 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.00023379019147496923 -0.00036772200878517258 -0.00037351299159987849 -0.00020998837137249716 -0.00022827888948354533 0.00071137455816354834 0.0006493107903079577 -0.00032814126906348894 -3.0632553050903875e-05
leaf_weight=0.0010914544931183425 0.0014937459216046054 0.0013041080251729202 0.0012541478886334877 0.0010143366096762446 0.0010823203305721008 0.0014270915140385948 0.0013997231106559495 0.0012813364393293968
leaf_count=502 866 847 319 138 463 283 208 284
internal_value=0 -3.24944e-05 2.46482e-05 9.42619e-05 0.000145028 0.000230808 7.21101e-05 0.000309133
internal_weight=0 0.0102568 0.00876306 0.00745896 0.00644462 0.00519047 0.00376338 0.00236366
internal_count=3910 3408 2542 1695 1557 1238 955 747
is_linear=0
shrinkage=0.00196078


Tree=6600
num_leaves=8
num_cat=0
split_feature=13 47 4 13 43 16 0
split_gain=2.44692e-05 3.06779e-05 4.29982e-05 4.51084e-05 7.35481e-05 3.32588e-05 4.21757e-05
threshold=-0.23438999999999996 0.11669500000000001 0.24280000000000004 -0.014114999999999997 -0.07526999999999999 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.00023894191473534325 2.0837183283594343e-05 -0.00036390127669388452 0.0002679894753818263 -0.00029918622346311819 -0.000689460436164359 0.00025631775442567633 0.00016120097332390903
leaf_weight=0.0013756680329705647 0.0012396767801760213 0.0010103445262023497 0.0017915169352513615 0.0016497089599023425 0.0010229525599497824 0.0016958163158235177 0.0014265737050832897
leaf_count=210 758 164 430 173 1008 526 641
internal_value=0 -4.02527e-05 -3.20448e-06 -7.22688e-05 -0.000300294 3.58464e-05 -8.56895e-05
internal_weight=0 0.00983659 0.00882625 0.00703473 0.00226263 0.0047721 0.00307628
internal_count=3910 3700 3536 3106 1766 1340 814
is_linear=0
shrinkage=0.00196078


Tree=6601
num_leaves=9
num_cat=0
split_feature=13 39 48 457 1 0 3 3
split_gain=1.51841e-05 2.55496e-05 4.50686e-05 3.82804e-05 2.70492e-05 4.55942e-05 3.68782e-05 3.34421e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.082870000000000013 0.11198000000000001 -0.10209999999999998 -0.078884999999999997 -0.11266
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.010222264872804074 -0.021916490547166632 0.013107151469602127 -0.023219461001664766 0.01613680878904666 0.010669659010740512 0.0038727445672874965 0.01298214625439782 -0.021560816587907976
leaf_weight=0.0012610649133863753 0.0014420398652575145 0.0010578628454978546 0.0010058057922908087 0.0011452731061718305 0.0010485862509907193 0.0010375045143761531 0.0012451928092760832 0.0010304683387369084
leaf_count=210 330 419 144 214 217 214 680 1482
internal_value=0 -0.00149328 -0.00343489 -0.000571273 -0.00386831 -0.00707413 -0.000614057 -0.00880077
internal_weight=0 0.00901273 0.00795487 0.00694906 0.00580379 0.00475521 0.00331317 0.00206797
internal_count=3910 3700 3281 3137 2923 2706 2376 1696
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=8
num_cat=0
split_feature=2 160 16 3 12 3 2
split_gain=1.28096e-05 4.36783e-05 3.67812e-05 6.51518e-05 3.11722e-05 6.72403e-05 1.13778e-05
threshold=0.10274500000000002 0.086110000000000006 -0.083144999999999983 -0.075679999999999983 0.092365000000000017 0.11265500000000002 0.084065000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -2 -1
right_child=4 -3 3 -5 -6 -7 -8
leaf_value=0.018391057117227154 0.030696089120300085 -0.021684230076633337 -0.022569163982940881 0.0057472309475520246 -0.0097317553068781565 -0.0022900569886451067 0.0039921139526290852
leaf_weight=0.0010492700529777048 0.0010143602458868701 0.0010223334437130544 0.0013692661699038072 0.0019985083106316918 0.0010628044453432493 0.0015813731060623564 0.0011505125467710041
leaf_count=377 374 325 1194 471 396 241 532
internal_value=0 -0.00268527 0.000803379 -0.00576562 0.00469382 0.0106003 0.0108602
internal_weight=0 0.00658989 0.00556756 0.00336777 0.00365854 0.00259573 0.00219978
internal_count=3910 2899 2574 1665 1011 615 909
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=9
num_cat=0
split_feature=3 160 16 133 52 12 12 3
split_gain=2.04929e-05 2.8869e-05 8.2852e-05 4.62343e-05 5.47446e-05 5.17242e-05 4.51336e-05 4.19093e-05
threshold=0.15165000000000003 -1.0000000180025095e-35 -0.008069999999999999 -0.0023199999999999996 0.048490000000000012 0.097345000000000015 0.083785000000000012 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=-0.00064622663920961315 0.00023717560038136803 -0.00031469319050650196 0.00010754548282726085 0.00028581665605743813 0.00036531765592190467 0.00037075908538392776 -0.0004828621353079348 -0.00020454227703453653
leaf_weight=0.0010099753520076541 0.0012100189757379498 0.001307912708476521 0.0012601445597640822 0.0011510644523463772 0.0019473713797814943 0.0010040885742073256 0.0010177126884388116 0.0016037276468206657
leaf_count=691 209 836 471 330 413 270 526 164
internal_value=0 -3.25674e-05 -0.000227807 2.2615e-05 8.82266e-05 -2.47408e-05 -0.000130007 3.49677e-07
internal_weight=0 0.010302 0.00227012 0.00803188 0.00672396 0.00477659 0.0037725 0.00275479
internal_count=3910 3701 1162 2539 1703 1290 1020 494
is_linear=0
shrinkage=0.00196078


Tree=6604
num_leaves=9
num_cat=0
split_feature=157 160 133 4 4 42 52 2
split_gain=3.8402e-05 6.60513e-05 7.23079e-05 4.59915e-05 4.71348e-05 4.88695e-05 8.8488e-05 3.03987e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 -0.082054999999999975 0.25367000000000006 0.088235000000000022 -0.068164999999999989 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=0.00033291988190756975 -0.00041374677611931545 -0.00039596043067565871 0.00057572278821006522 0.00011019163587522203 0.0003045215823314323 0.00025415474694724161 -0.00055379498270738783 0.00010520392730704376
leaf_weight=0.0011623387324392115 0.00157052646945863 0.0013566188918814337 0.0010607959173864153 0.0015073809763549229 0.0014679576652309456 0.0010842076087439687 0.0015810096234043218 0.0010508939248946949
leaf_count=502 866 847 285 308 316 399 268 119
internal_value=0 -4.23768e-05 2.16539e-05 9.47351e-05 2.32723e-06 -0.000103987 -0.000229717 0.000341567
internal_weight=0 0.0106794 0.00910886 0.00775225 0.00564056 0.0041726 0.00308839 0.00211169
internal_count=3910 3408 2542 1695 1291 975 576 404
is_linear=0
shrinkage=0.00196078


Tree=6605
num_leaves=9
num_cat=0
split_feature=13 47 16 42 2 2 1 4
split_gain=1.3707e-05 2.21152e-05 4.35437e-05 3.80973e-05 5.33426e-05 4.211e-05 5.35077e-05 2.93418e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.49150499999999991 -1.0000000180025095e-35 0.09116500000000001 0.086545000000000025 0.091845000000000024 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6
right_child=1 -3 3 4 7 -7 -8 -9
leaf_value=0.0097009651184306114 0.019120054162856781 -0.014108548978718076 -0.019092632432504406 -0.014642054162324459 -0.022072416746499735 0.025586647359433293 0.016611053496169204 0.00034089022431880474
leaf_weight=0.0012637551477642514 0.0010835381361538748 0.001191908157894034 0.0011455051076248533 0.0010738775013732263 0.0011406139418986827 0.0010588299924131619 0.0011182606568817329 0.0011970856326098548
leaf_count=210 251 219 956 606 543 433 373 319
internal_value=0 -0.00142003 0.000514498 -0.00247916 0.000926087 0.00921068 0.00130088 -0.010595
internal_weight=0 0.00900962 0.00781771 0.00673417 0.00558867 0.00325097 0.00219214 0.0023377
internal_count=3910 3700 3481 3230 2274 1412 979 862
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=9
num_cat=0
split_feature=52 160 13 42 3 15 2 2
split_gain=1.21471e-05 3.40177e-05 3.16676e-05 3.5548e-05 4.85102e-05 5.10137e-05 3.0197e-05 6.83645e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -1.0000000180025095e-35 -0.083144999999999983 -0.072424999999999989 0.097940000000000013 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 -1
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=0.016236593203001328 -0.017388837326404158 -0.014477957965309275 -0.011774603678827822 0.026053388169698634 0.016058563099873503 -0.013495782109901122 0.017806753641268526 -0.019004441045192971
leaf_weight=0.0010614182745957137 0.0012491031012734502 0.0010861866696657849 0.001032025456089818 0.0011610140959711877 0.0011496908957803419 0.0011870774521476179 0.0011752411357050102 0.0011435186576644852
leaf_count=317 924 127 693 214 216 546 496 377
internal_value=0 -0.00246285 0.00085697 0.00453408 0.00934598 0.00104497 0.00486043 -0.00204002
internal_weight=0 0.0068651 0.00561599 0.00452981 0.00349778 0.00233677 0.00338018 0.00220494
internal_count=3910 2720 1796 1669 976 762 1190 694
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=8
num_cat=0
split_feature=13 39 3 3 2 15 15
split_gain=1.36024e-05 2.07945e-05 2.88497e-05 6.09965e-05 4.89665e-05 2.58251e-05 2.53626e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.074234999999999982 0.084925000000000014 0.11230000000000001 -0.021529999999999997 0.085120000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.0096898158069034668 0.012692480350599354 0.011781800764639654 -0.028227296376242481 0.010444341132156632 -0.01784920185236975 -0.013077356929576204 0.0067273980875672676
leaf_weight=0.0012593241959066625 0.0015679422675240295 0.0010542973202230322 0.0011908250150505636 0.0015364288079195319 0.0010162793450398562 0.0013466708118709443 0.0012439187070087236
leaf_count=210 865 419 514 214 106 671 911
internal_value=0 -0.00140978 -0.00316981 -0.0095382 -0.000819831 0.00256305 -0.00356774
internal_weight=0 0.00895636 0.00790206 0.00374353 0.00255271 0.00415853 0.00259059
internal_count=3910 3700 3281 834 320 2447 1582
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=9
num_cat=0
split_feature=50 12 3 43 12 52 15 2
split_gain=1.72608e-05 3.83083e-05 3.83479e-05 4.45362e-05 6.3538e-05 5.90077e-05 3.77194e-05 3.46482e-05
threshold=0.088425000000000017 -0.036459999999999992 0.094625000000000015 -0.15109999999999998 0.092365000000000017 -0.0066199999999999991 -0.017214999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 -7
right_child=-2 2 6 4 -6 7 -8 -9
leaf_value=-0.0003419791086322285 -0.00025145720647150213 0.00032122297996398016 5.0798800306145502e-05 -0.00031016434205125492 -0.00047932309196605346 -2.1330241303076866e-05 0.00051410523796928105 0.00043779660958391271
leaf_weight=0.00102696161651344 0.0010130814996906256 0.001157935110360166 0.0015657014180542189 0.0013460421115778416 0.0012998604327562713 0.0013235654914287836 0.0011883790312843959 0.0012093405248864162
leaf_count=454 689 229 167 580 773 593 125 300
internal_value=0 1.69908e-05 5.75425e-05 -2.6414e-05 -0.000104143 2.15829e-05 0.000250714 0.000197881
internal_weight=0 0.0101178 0.00909082 0.00633674 0.00517881 0.00387895 0.00275408 0.00253291
internal_count=3910 3221 2767 2475 2246 1473 292 893
is_linear=0
shrinkage=0.00196078


Tree=6609
num_leaves=7
num_cat=0
split_feature=42 403 42 160 3 4
split_gain=1.268e-05 3.54939e-05 2.99549e-05 4.68389e-05 3.77086e-05 3.09911e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010319999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.016799209124679644 -0.0081949366582717061 0.018955838950749405 -0.012770600560589367 0.018578272199681764 -0.010780549622461827 0.0090907162075941766
leaf_weight=0.0010227287526902318 0.0016081581033541353 0.0010237815728437452 0.0016849106390169621 0.0017019993171285058 0.0014300945700352523 0.0017395016216189144
leaf_count=838 832 358 765 714 201 202
internal_value=0 0.00147909 -0.000881624 0.00160131 0.00657204 0.000124972
internal_weight=0 0.00860302 0.00757923 0.00655651 0.0048716 0.0031696
internal_count=3910 3078 2720 1882 1117 403
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=8
num_cat=0
split_feature=3 47 4 13 43 16 0
split_gain=1.26453e-05 3.19412e-05 3.92659e-05 3.90993e-05 4.42754e-05 3.67019e-05 4.23089e-05
threshold=0.13772500000000001 0.10887000000000001 0.24280000000000004 -0.014114999999999997 -0.07526999999999999 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=0.00025129231103412979 0.0088271811470041692 -0.01792670297348006 0.016175536041028699 -0.0153431382385468 -0.028635136999973099 0.015641008168400163 0.0093578224930943987
leaf_weight=0.001106375492636064 0.0013891647922043412 0.0010366123843362747 0.0013627261624076003 0.0014827150773205422 0.0010196009324637142 0.0014929274152369392 0.0013026548202818688
leaf_count=744 239 202 396 169 1012 513 635
internal_value=0 -0.00143886 0.000761663 -0.00251816 -0.0136024 0.00298983 -0.00379105
internal_weight=0 0.00880361 0.007767 0.00640427 0.00212598 0.0042783 0.00278537
internal_count=3910 3671 3469 3073 1756 1317 804
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=8
num_cat=0
split_feature=15 16 0 48 52 3 13
split_gain=1.22048e-05 3.59927e-05 7.95451e-05 6.55498e-05 4.97033e-05 5.33044e-05 1.18723e-05
threshold=-0.11739999999999999 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 0.086635000000000004 -0.078884999999999997 -0.010384999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -6
right_child=1 2 4 -5 6 -7 -8
leaf_value=-0.0078192905582754931 -0.015808701957554391 0.037280315452332922 -0.026467478447986432 0.0026546551929516049 0.0019429596992948527 -0.00013779243968131029 0.017286902469890463
leaf_weight=0.0016818540055823601 0.0010518631411798813 0.0010941309700378413 0.0012607661951588556 0.0010928018084853108 0.0010110872883037989 0.0019708881797088273 0.0010059910915678142
leaf_count=614 249 186 1256 116 578 638 273
internal_value=0 0.00150528 0.00395454 0.019978 -0.00272178 -0.0104098 0.00959555
internal_weight=0 0.00848753 0.00743567 0.00218693 0.00524873 0.00323165 0.00201708
internal_count=3910 3296 3047 302 2745 1894 851
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=8
num_cat=0
split_feature=11 4 52 4 16 0 3
split_gain=3.06811e-05 3.86682e-05 4.26366e-05 4.0515e-05 3.88672e-05 4.88253e-05 6.156e-05
threshold=0.077330000000000024 -0.076329999999999995 0.086950000000000013 -0.0040999999999999986 -0.30307999999999996 -0.21145499999999998 -0.069414999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7
right_child=-2 3 -4 4 5 6 -8
leaf_value=0.0003782502166755389 -0.00032958982749460824 -0.00039510386872504589 -5.1952576110190661e-05 -0.00026477186613779665 0.00043657387785078869 0.00033667998338011095 -0.00025245471818796471
leaf_weight=0.0019811455067364047 0.0010572578032452809 0.0011856899783902449 0.0016018766097535718 0.0015155916893181487 0.0011941472972627366 0.0010838338224382175 0.0018388728814677695
leaf_count=744 279 1124 416 450 74 445 378
internal_value=0 2.09974e-05 0.000185918 -6.56705e-05 3.67877e-06 0.000102507 -3.39846e-05
internal_weight=0 0.0104012 0.00358302 0.00681814 0.00563245 0.00411685 0.00292271
internal_count=3910 3631 1160 2471 1347 897 823
is_linear=0
shrinkage=0.00196078


Tree=6613
num_leaves=9
num_cat=0
split_feature=52 0 16 160 13 13 52 1
split_gain=1.25572e-05 2.84678e-05 3.28689e-05 2.69623e-05 2.84056e-05 3.20241e-05 4.83572e-05 1.4853e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.24895000000000003 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 7 -7
right_child=3 2 -4 4 5 6 -8 -9
leaf_value=-0.0070741955863409568 -0.015875291682359245 0.024153764640733728 -0.00077687356254796825 -0.014030729444092864 0.018525098149345543 -0.0010165737055661875 0.016189963462669505 -0.017281647110965623
leaf_weight=0.0012388496341612354 0.0012352886693727015 0.0010858456515364752 0.0010309127728796688 0.001089232562231781 0.0011308546736135162 0.0010947422116414272 0.0011052635943541922 0.0011524902513701005
leaf_count=128 924 621 441 127 441 621 324 283
internal_value=0 0.00496557 0.0120119 -0.00250882 0.000454157 0.00397327 -0.000935315 -0.0093581
internal_weight=0 0.00335561 0.00211676 0.00680787 0.00557258 0.00448335 0.0033525 0.00224723
internal_count=3910 1190 1062 2720 1796 1669 1228 904
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=9
num_cat=0
split_feature=1 3 2 133 3 52 43 3
split_gain=2.70557e-05 2.90918e-05 5.49313e-05 4.56988e-05 3.84149e-05 4.55111e-05 2.89505e-05 3.83426e-05
threshold=0.10498500000000001 -0.11266 0.10393500000000001 0.083815000000000014 -0.069909999999999986 -0.010284999999999997 -0.075819999999999985 0.12046500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -2 -8
right_child=6 2 -4 -5 5 -7 7 -9
leaf_value=0.00017752945355073351 -0.00014363117899446028 -0.00044631680634029048 -0.00052578489126501172 0.0003022031948216855 -0.00028630501634644865 0.00025202841615350077 0.00044682137525575157 -1.4018229738375878e-05
leaf_weight=0.001426171665446477 0.0010755931511653226 0.0011468681329726968 0.0011170365400113135 0.0011269620593326039 0.0011786780790483901 0.0012378652372261605 0.0015096822861380174 0.0012849210669511925
leaf_count=308 312 1095 390 885 180 193 314 233
internal_value=0 -7.33955e-05 -0.000135017 -4.19538e-05 -0.000150797 -1.05457e-05 0.000129724 0.000234934
internal_weight=0 0.00723358 0.00580741 0.00469037 0.00356341 0.00241654 0.0038702 0.0027946
internal_count=3910 3051 2743 2353 1468 373 859 547
is_linear=0
shrinkage=0.00196078


Tree=6615
num_leaves=9
num_cat=0
split_feature=1 52 1 3 2 133 4 0
split_gain=1.86067e-05 4.12812e-05 3.35123e-05 2.27236e-05 5.36984e-05 4.31971e-05 3.60682e-05 7.81884e-05
threshold=0.10420500000000001 -0.014099999999999998 0.11561500000000001 -0.11266 0.10393500000000001 0.083815000000000014 -0.077889999999999987 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=0.00015641854761572907 0.00034973685825609126 -0.00032757256149132152 0.0001413773616992228 -0.00044932477140389917 -0.00052348480805484586 0.0003043232124561351 -0.00033490119327626454 0.00035712770290904916
leaf_weight=0.0014277414731827739 0.0015712483248601018 0.00102422973756145 0.0013689616677600952 0.0010131802160353704 0.0010381603094178184 0.0011247679975670798 0.0013423634642765849 0.00117902564986616
leaf_count=302 382 164 334 659 380 884 189 616
internal_value=0 0.000102802 -5.93222e-05 -6.47819e-05 -0.000120213 -3.03585e-05 -0.000136861 -1.13019e-05
internal_weight=0 0.00396444 0.00239319 0.00712524 0.0056975 0.00465934 0.00353457 0.00252139
internal_count=3910 880 498 3030 2728 2348 1464 805
is_linear=0
shrinkage=0.00196078


Tree=6616
num_leaves=7
num_cat=0
split_feature=13 13 12 160 16 0
split_gain=1.25978e-05 2.22044e-05 4.50469e-05 2.89659e-05 4.68423e-05 8.55095e-05
threshold=-0.23438999999999996 -0.017604999999999999 0.088375000000000023 -0.081519999999999995 -0.027569999999999994 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=0.0092977289244351394 0.0050236320894958084 0.016997081571147991 -0.020417034881989277 -0.0076110435999204645 -0.013987453297544118 0.02544221616484223
leaf_weight=0.0012648031392890171 0.0012868080106717774 0.0010652722347133485 0.0015159116246231941 0.0018889252266444049 0.0018179892780285914 0.0013364425080092618
leaf_count=210 1046 266 970 209 583 626
internal_value=0 -0.00136715 -0.0087365 0.00201401 -0.00115076 0.00608469
internal_weight=0 0.00891135 0.00280272 0.00610863 0.00504336 0.00322537
internal_count=3910 3700 2016 1684 1418 835
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=10
num_cat=0
split_feature=0 4 0 15 16 16 160 42 4
split_gain=2.75365e-05 5.93802e-05 4.39927e-05 5.69741e-05 6.14321e-05 0.000104398 6.61053e-05 3.69716e-05 2.83295e-05
threshold=-0.060094999999999989 -0.49837999999999999 -0.081964999999999996 -0.0063699999999999989 -0.09601999999999998 -0.42360999999999993 0.019875 0.060615000000000009 -0.054534999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -5 -3
right_child=1 8 -4 7 6 -7 -8 -9 -10
leaf_value=-0.00027437034936715317 -0.0002596402648372223 0.000487416826279711 -0.00039772597683006305 2.1676621431890695e-05 -0.00065765128575794593 0.00055581200340005285 1.2208166399812771e-05 0.00052360941539760604 5.734262227344548e-05
leaf_weight=0.0013328397038813704 0.0010186023736480348 0.0013883410499489054 0.0013343334520962901 0.0012702611336399753 0.0012822155239849073 0.0010343177399693799 0.0010145943672164853 0.0010150559869835656 0.0010225857918949495
leaf_count=310 176 205 1084 408 542 241 202 417 325
internal_value=0 0.000137298 -7.16283e-05 -9.01416e-06 -0.000133292 8.83737e-05 -0.000361747 0.000244617 0.000305002
internal_weight=0 0.00342953 0.00828362 0.00694928 0.00466397 0.00236716 0.00229681 0.00228532 0.00241093
internal_count=3910 706 3204 2120 1295 551 744 825 530
is_linear=0
shrinkage=0.00196078


Tree=6618
num_leaves=8
num_cat=0
split_feature=1 150 4 3 12 2 52
split_gain=1.47184e-05 2.40271e-05 7.09892e-05 4.24373e-05 2.18897e-05 2.10537e-05 1.60594e-05
threshold=0.10498500000000001 0.084800000000000014 -1.0000000180025095e-35 0.084925000000000014 0.086765000000000023 0.114165 -0.014099999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2
right_child=5 -3 -4 -5 -6 -7 -8
leaf_value=-0.014713849205493984 0.0080439142748526503 0.010351757735408751 -0.023833850818956441 0.018024903345703901 0.0029402545288501618 0.014909122587786825 -0.0091253722434825116
leaf_weight=0.0012749087403878857 0.001042043634686286 0.0011447423086092916 0.0015342167917331631 0.0011164316107970529 0.001563865179501857 0.0013623883152879615 0.0011416317841777567
leaf_count=722 213 271 620 127 1311 400 246
internal_value=0 -0.00282677 -0.00557497 0.00150761 -0.0049883 0.00515397 -0.000932238
internal_weight=0 0.00663416 0.00548942 0.00395521 0.00283877 0.00354606 0.00218368
internal_count=3910 3051 2780 2160 2033 859 459
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=9
num_cat=0
split_feature=1 3 2 133 3 52 52 47
split_gain=1.19476e-05 2.44311e-05 5.98632e-05 4.67553e-05 3.24966e-05 3.52693e-05 1.85456e-05 2.77816e-05
threshold=0.10498500000000001 -0.11266 0.10393500000000001 0.083815000000000014 -0.069909999999999986 -0.010284999999999997 -0.014099999999999998 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -2 -8
right_child=6 2 -4 -5 5 -7 7 -9
leaf_value=0.0096187367260282229 0.013546241168016679 -0.020893300273936728 -0.027477833327674357 0.018007278907820268 -0.012399202480248566 0.012909198677091902 -0.012416191299022812 0.010417230114085742
leaf_weight=0.0013204249428499584 0.0014092632435390023 0.0010418406416151643 0.0010106731254802097 0.0010419073094600113 0.0010770336188362485 0.001126642713589936 0.0010884488388905175 0.0010439312579997966
leaf_count=308 373 1095 390 885 180 193 356 130
internal_value=0 -0.00255135 -0.00558445 -0.000423536 -0.00634037 0.000539869 0.00464493 -0.00123783
internal_weight=0 0.00661852 0.0052981 0.00428742 0.00324552 0.00220368 0.00354164 0.00213238
internal_count=3910 3051 2743 2353 1468 373 859 486
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=9
num_cat=0
split_feature=0 43 12 16 52 52 3 49
split_gain=1.14359e-05 3.86157e-05 4.89739e-05 3.27391e-05 4.74598e-05 3.91701e-05 1.61417e-05 9.40592e-06
threshold=-0.017269999999999997 -0.079374999999999987 0.091055000000000011 -0.19424999999999998 1.0000000180025095e-35 -0.062489999999999997 -0.069414999999999991 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -2 -5
right_child=6 3 -4 4 -6 -7 -8 -9
leaf_value=-0.028913082940668217 -0.0019532351838601972 -0.009960650518170612 0.0021225300684512408 0.0020070158204350441 0.023486606272506993 -0.014130526939116324 0.015711130933409475 0.015651642784119929
leaf_weight=0.0010342428885373402 0.0010698928288645276 0.0016043639153145647 0.0010001110311147687 0.0010178052514437149 0.0012214111993584381 0.0011831343697328921 0.0010016126371269699 0.0010031683405204374
leaf_count=826 241 354 358 138 891 578 205 319
internal_value=0 -0.00174206 -0.0136556 0.00227732 0.0067139 0.000320111 0.00658782 0.00877992
internal_weight=0 0.00806424 0.00203435 0.00602988 0.00442552 0.00320411 0.00207151 0.00202097
internal_count=3910 3464 1184 2280 1926 1035 446 457
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=10
num_cat=0
split_feature=4 0 1 15 2 0 51 16 48
split_gain=2.83401e-05 7.02189e-05 4.20013e-05 6.66821e-05 3.56242e-05 8.06696e-05 9.08436e-05 4.55752e-05 3.66841e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 1.0000000180025095e-35 -0.14136999999999997 0.085845000000000019 -0.055679999999999993 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 8 -4 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.00031929927186396238 -0.00060869584702501352 0.00049068074571221372 8.2321942530190993e-05 4.63640118204756e-05 0.00045810224884939931 0.00060504137569970329 -0.00046892656111516517 -0.00043812112288585332 -4.7038309024007012e-05
leaf_weight=0.001015435556548064 0.0011058955958089193 0.0011081425509831449 0.001554676725917747 0.0012995193879578118 0.0011953235436943732 0.0011295521655372916 0.0010786790041793916 0.0011079127846725071 0.0010281636899942903
leaf_count=192 1059 223 453 850 215 312 98 390 118
internal_value=0 2.35907e-05 -3.08953e-05 -0.000254801 4.50228e-05 0.000152722 -1.99987e-06 -0.000134236 0.00022452
internal_weight=0 0.0106079 0.00949972 0.00240541 0.00709431 0.00443172 0.00330217 0.00266259 0.00222349
internal_count=3910 3718 3495 1909 1586 743 431 843 333
is_linear=0
shrinkage=0.00196078


Tree=6622
num_leaves=9
num_cat=0
split_feature=403 52 0 1 3 4 43 4
split_gain=2.45692e-05 3.52996e-05 9.0303e-05 6.89384e-05 0.000105744 8.0795e-05 5.45318e-05 9.31063e-05
threshold=0.087440000000000004 0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.094625000000000015 0.24280000000000004 -0.073139999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -8
right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=0.00023049929848049821 -0.00030032749075080021 -0.00026234833431074665 0.00046599243946674645 -0.00068442242803613493 0.00062833568744019813 7.623728704587956e-05 0.00015894223254273149 -0.00061126093470138018
leaf_weight=0.0015504046589046609 0.0010191265703120541 0.0014761752846968587 0.0017393243711897521 0.0011378455005100578 0.0011090726205877921 0.0010164459144930062 0.00116314966591536 0.0012539901521889851
leaf_count=938 349 600 362 200 117 212 844 288
internal_value=0 1.86245e-05 6.48625e-05 -3.16254e-05 9.30926e-05 -0.000325525 -5.65273e-05 -0.000240632
internal_weight=0 0.0104464 0.00897023 0.00723091 0.00507662 0.00215429 0.00396754 0.00241714
internal_count=3910 3561 2961 2599 2187 412 2070 1132
is_linear=0
shrinkage=0.00196078


Tree=6623
num_leaves=9
num_cat=0
split_feature=50 12 13 16 1 15 48 1
split_gain=1.99316e-05 3.90029e-05 4.64935e-05 3.66501e-05 5.71835e-05 9.63797e-05 7.85999e-05 6.28694e-05
threshold=0.088425000000000017 -0.036459999999999992 -0.23438999999999996 0.24895000000000003 1.0000000180025095e-35 0.041585000000000004 0.084500000000000006 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
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leaf_weight=0.0010241704976468409 0.0010196371050704154 0.0010093077503569555 0.0010927372156077607 0.0012189476490377668 0.0010637024293342337 0.0013089600703025438 0.0018919734892521591 0.0015449330616167773
leaf_count=454 689 99 549 450 263 911 188 307
internal_value=0 2.3564e-05 6.42628e-05 1.49366e-05 -4.04176e-05 -0.00028473 8.99566e-05 0.000310633
internal_weight=0 0.0101547 0.00913056 0.00812125 0.00690231 0.0024017 0.00450061 0.00260864
internal_count=3910 3221 2767 2668 2218 1460 758 570
is_linear=0
shrinkage=0.00196078


Tree=6624
num_leaves=9
num_cat=0
split_feature=4 15 16 52 133 52 3 1
split_gain=1.25085e-05 4.30158e-05 1.97755e-05 4.77082e-05 4.34384e-05 0.000101144 5.86927e-05 4.62754e-05
threshold=0.24280000000000004 -0.16430499999999995 -0.19424999999999998 0.11110500000000002 0.08493500000000001 1.0000000180025095e-35 -0.075679999999999983 0.095575000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.014280136644160552 0.021612116593354876 -0.0076302994287922397 -0.026923713521592969 0.020102409873524046 -0.021071816908970548 0.028474301088251774 -0.011184347104999737 0.014352110220107876
leaf_weight=0.0010973975663642775 0.0010075133088019146 0.001004644808711122 0.0010419031861508671 0.0010245453983216621 0.0011136467291381407 0.0010413771164302981 0.0015104008754823878 0.0013384724387741007
leaf_count=148 329 220 763 509 867 568 272 234
internal_value=0 0.00701175 -0.00179047 0.000148071 -0.00323347 0.000794306 -0.00661432 0.000813324
internal_weight=0 0.00201216 0.00816774 0.00707035 0.0060458 0.00493215 0.00389078 0.00284887
internal_count=3910 549 3361 3213 2704 1837 1269 506
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=9
num_cat=0
split_feature=50 47 1 0 48 3 133 16
split_gain=2.22425e-05 4.05053e-05 4.55653e-05 5.36932e-05 9.82241e-05 3.42566e-05 4.4176e-05 1.42873e-05
threshold=0.088425000000000017 0.087850000000000025 0.076710000000000014 -0.15007499999999999 0.085790000000000019 -0.084129999999999996 0.083815000000000014 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 -3
right_child=-2 7 3 -5 -6 6 -8 -9
leaf_value=-0.00030895533881742645 -0.0002874141806531855 -0.0003688338371845683 0.00040160284223012286 0.00045921321760011082 -0.00042679670269613187 -0.00022066627314893503 0.00033372447398673477 -6.1835938627852329e-05
leaf_weight=0.0014676483245104062 0.0010306943864761579 0.0011413009967809235 0.0011738303448266252 0.0019572565334938087 0.0010359627041991888 0.0010290415734032937 0.0011935483560673995 0.0011910719798800509
leaf_count=717 689 153 195 921 72 503 429 231
internal_value=0 1.48453e-05 8.22001e-05 0.000222715 1.32447e-05 -7.6471e-05 7.70459e-05 -0.000212059
internal_weight=0 0.0101897 0.00785729 0.00416705 0.00220979 0.00369024 0.00222259 0.00233237
internal_count=3910 3221 2837 1188 267 1649 932 384
is_linear=0
shrinkage=0.00196078


Tree=6626
num_leaves=9
num_cat=0
split_feature=11 3 47 1 13 13 15 15
split_gain=1.9875e-05 2.44277e-05 3.74369e-05 2.73424e-05 8.44807e-05 2.77177e-05 2.83914e-05 1.45273e-05
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.0010249999999999997 -0.084084999999999979 0.05377500000000001 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=0.00026745107977130993 -0.00026728342262180018 -0.00029121296371889793 -0.00040247249384967406 0.00066018390361820864 -3.8444923352699998e-05 -0.00012872096952120418 0.00031175409064930525 -8.4060029293815642e-05
leaf_weight=0.0013463759778293916 0.0010069674770267307 0.0012617525661387965 0.0010601922251485452 0.0010033431948002552 0.001976107953540892 0.0012389638720783711 0.0010305883110183266 0.0011467626300701585
leaf_count=247 279 623 195 691 311 618 703 243
internal_value=0 2.16398e-05 -1.63236e-05 5.84864e-05 0.000196821 -5.82304e-05 7.12958e-05 -0.000237021
internal_weight=0 0.0100641 0.00871771 0.00651076 0.00297945 0.0035313 0.00226955 0.00220695
internal_count=3910 3631 3384 2946 1002 1944 1321 438
is_linear=0
shrinkage=0.00196078


Tree=6627
num_leaves=10
num_cat=0
split_feature=4 0 1 15 13 2 48 1 16
split_gain=3.21952e-05 4.99369e-05 3.23833e-05 5.61359e-05 3.50823e-05 4.10168e-05 5.81266e-05 2.78643e-05 2.0472e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 -0.084084999999999979 1.0000000180025095e-35 0.087945000000000009 0.096035000000000023 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 7 -7 -6
right_child=1 -3 4 -5 5 6 -8 -9 -10
leaf_value=-0.00034191113032693921 -0.0005458214731343076 0.00041696634245897373 0.00029472653004819743 5.4345396161882449e-05 -5.7680926359060637e-05 0.00051227547549334465 -0.00022350885339760064 6.2826706154759082e-05 -0.00045431437658637562
leaf_weight=0.0010239415746686629 0.0011029911769269217 0.0011036738660277169 0.0016383119743153896 0.0013117774083675816 0.0010012407954947448 0.001113421862739328 0.0013376481071710718 0.001012680372084074 0.0010000134608575025
leaf_count=192 1059 223 472 850 359 120 153 203 279
internal_value=0 2.21484e-05 -2.36329e-05 -0.000219792 4.30513e-05 -3.23965e-05 9.67235e-05 0.000298199 -0.000255876
internal_weight=0 0.0106218 0.00951809 0.00241477 0.00710332 0.005465 0.00346375 0.0021261 0.00200125
internal_count=3910 3718 3495 1909 1586 1114 476 323 638
is_linear=0
shrinkage=0.00196078


Tree=6628
num_leaves=10
num_cat=0
split_feature=11 3 3 13 1 0 15 2 3
split_gain=2.58489e-05 3.25126e-05 3.3875e-05 2.74142e-05 7.42458e-05 5.11719e-05 4.17518e-05 1.33462e-05 1.22216e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.078884999999999997 -0.081284999999999982 0.077800000000000022 -0.10071499999999999 -0.094449999999999992 0.09142500000000002 -0.012889999999999999
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 2 3 5 -6 8 -8 -9 -10
leaf_value=0.00030439655200059 -0.00029880091773257906 -0.00027289132451701183 -0.00012496123017226321 0.00010080981345001902 0.00061474564794476206 -0.00012850426467168535 0.00040629640551131989 -0.00021113694066039995 -0.00043329411831203939
leaf_weight=0.0014083098421553983 0.0010265500244100228 0.0016188708168922714 0.001085590909242787 0.0010845076090915254 0.0010043284492449846 0.0010166163556201055 0.0012074246707482975 0.0010262922756673579 0.001006661515677167
leaf_count=247 279 1646 154 64 327 647 173 127 246
internal_value=0 2.72552e-05 -1.58705e-05 4.01192e-05 0.000230511 -3.43737e-05 0.000115487 -5.08619e-05 -0.000280149
internal_weight=0 0.0104586 0.00905029 0.00743142 0.00208992 0.0053415 0.00331822 0.0021108 0.00202328
internal_count=3910 3631 3384 1738 481 1257 364 191 893
is_linear=0
shrinkage=0.00196078


Tree=6629
num_leaves=10
num_cat=0
split_feature=4 0 1 15 2 0 1 3 150
split_gain=2.69525e-05 6.50803e-05 2.92586e-05 4.58633e-05 4.373e-05 0.00010546 7.15507e-05 4.33924e-05 3.87168e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 1.0000000180025095e-35 -0.14136999999999997 0.11097000000000001 -0.074234999999999982 0.082085000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 8 -4 -6
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leaf_value=-0.00031444931594411073 -0.00051574700625204651 0.00047412168871468704 7.9411929185934835e-05 2.8873735343784839e-05 -8.1206111113535116e-05 0.00066327825370384255 -0.00043490334186753346 -0.00042467265104981287 0.00045070298669166081
leaf_weight=0.0010212341262128928 0.0010958759480420512 0.0010840884564335745 0.001332775811801807 0.0012993212645723974 0.0010655143396564159 0.0011417149355020134 0.0011039897433582865 0.0012939863564424817 0.0010392918107831484
leaf_count=192 1059 223 551 850 207 312 115 292 109
internal_value=0 1.92856e-05 -3.33241e-05 -0.000220307 3.08644e-05 0.000151484 -3.06168e-05 -0.000168908 0.000181435
internal_weight=0 0.0104566 0.00937247 0.0023952 0.00697727 0.00435051 0.0032088 0.00262676 0.00210481
internal_count=3910 3718 3495 1909 1586 743 431 843 316
is_linear=0
shrinkage=0.00196078


Tree=6630
num_leaves=9
num_cat=0
split_feature=52 160 13 42 2 12 52 0
split_gain=1.17141e-05 2.85822e-05 2.85097e-05 3.78832e-05 3.59883e-05 2.82521e-05 2.56159e-05 5.15081e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -1.0000000180025095e-35 0.10362500000000001 0.088285000000000016 -0.24456499999999998 -0.14733499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 -1 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.008529810923300938 -0.016202099316066924 -0.013890046074231104 -0.012772447252761816 -0.0078688642972202724 0.02351098943815931 0.01428980089993924 -0.0046902006569419473 0.024748584035698358
leaf_weight=0.0010205532229169809 0.0012392012866962905 0.0010959494718573177 0.0010288197801494123 0.0013024177554135444 0.0011538332802433025 0.0010307778392833946 0.0011587847409934313 0.0012201639146938459
leaf_count=449 924 127 693 364 233 379 106 635
internal_value=0 -0.00245689 0.000578333 0.00408966 0.00906469 0.00192057 0.00472342 0.010409
internal_weight=0 0.006851 0.0056118 0.00451585 0.00348703 0.0023332 0.0033995 0.00237895
internal_count=3910 2720 1796 1669 976 743 1190 741
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=8
num_cat=0
split_feature=42 403 160 49 4 15 16
split_gain=1.21311e-05 2.73818e-05 3.13168e-05 3.7834e-05 4.52378e-05 5.36359e-05 4.317e-05
threshold=0.092145000000000019 0.03138500000000001 0.069910000000000014 -0.00064499999999999985 -0.16401499999999997 -0.033649999999999992 -0.095609999999999987
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=-0.020634351024915908 -0.0080640091471796682 0.016692089149525816 0.010845346127720168 -0.017873887510523642 0.0099901741184230536 0.020062021826238435 -0.018715112780907942
leaf_weight=0.0011329728741264582 0.0016001251878747522 0.0010329224272216135 0.001803467265352251 0.0011103320537837092 0.0010061508973807254 0.0014478645711688419 0.0010930997965501331
leaf_count=466 832 358 446 222 266 896 424
internal_value=0 0.00141628 -0.000661539 -0.00424544 -0.000258666 0.00525532 -0.00495694
internal_weight=0 0.00862681 0.00759389 0.00579042 0.00465745 0.00354712 0.00209925
internal_count=3910 3078 2720 2274 1808 1586 690
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=8
num_cat=0
split_feature=0 1 15 2 0 52 3
split_gain=1.17675e-05 2.65007e-05 3.77043e-05 2.85387e-05 6.71854e-05 5.29826e-05 3.00466e-05
threshold=1.0000000180025095e-35 0.076710000000000014 0.084955000000000017 1.0000000180025095e-35 -0.15007499999999999 -0.010284999999999997 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.024555308980795901 0.0071436545185204307 0.004187852212209262 0.0019964369700810817 -0.017029256130332623 0.026110493543923849 0.011346586234758274 -0.018520226005002024
leaf_weight=0.0010680788235561363 0.0018550273839953975 0.0011722678727708173 0.0010711908137170788 0.0012521421440901434 0.0012390741203241328 0.0013867850953821412 0.0011585530021806984
leaf_count=1184 394 551 726 111 415 237 292
internal_value=0 -0.00166155 -0.0112601 0.00164567 0.00690177 -0.00211744 -0.00709938
internal_weight=0 0.00834809 0.00213927 0.00620882 0.003878 0.00263893 0.00233082
internal_count=3910 3516 1910 1606 763 348 843
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=8
num_cat=0
split_feature=50 160 133 2 3 49 12
split_gain=2.71654e-05 2.87462e-05 3.60484e-05 5.35494e-05 3.25209e-05 5.7909e-05 5.93421e-05
threshold=0.088425000000000017 -0.085744999999999988 -0.0056849999999999991 0.113945 0.094625000000000015 -0.0019649999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00033443602017111605 -0.00030456248869733811 -0.00032388761597781424 -0.00032540806387268114 -0.00030984613559195245 0.00033492642216672723 0.00043144193045378988 -7.3103347705376448e-05
leaf_weight=0.0010459034870729097 0.001051516939969529 0.0012115456850584202 0.0013070899319745652 0.0014034872436342639 0.0018219541117988894 0.0016427366600138922 0.00197223792753867
leaf_count=485 689 777 312 381 164 267 835
internal_value=0 2.61384e-05 -8.31478e-06 3.86113e-05 0.000111128 2.8287e-05 0.000156175
internal_weight=0 0.010405 0.00935905 0.00814751 0.00674402 0.00492206 0.00361497
internal_count=3910 3221 2736 1959 1578 1414 1102
is_linear=0
shrinkage=0.00196078


Tree=6634
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=1.41042e-05 2.58299e-05 4.25897e-05 4.04658e-05 9.25797e-05 8.04846e-05 7.42456e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081629999999999994 0.11339500000000001 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.012196959817586389 -0.011066410914607002 0.016413471136233947 -0.032789910446562799 -0.022931108284450261 0.02109349509840204 -0.019454494929019107 0.013317379757846498
leaf_weight=0.0017314704281481685 0.0010445968459529059 0.0011403480358110367 0.0010409504220656521 0.0010098893410460524 0.001387523913969067 0.0011824670202810294 0.0016642919996836133
leaf_count=804 715 215 590 372 123 820 271
internal_value=0 0.00119829 -0.00136638 -0.00459229 -0.00108151 -0.00899578 -0.000295174
internal_weight=0 0.00915694 0.00742547 0.00628512 0.00527523 0.00388771 0.00284676
internal_count=3910 3195 2391 2176 1804 1681 1091
is_linear=0
shrinkage=0.1


Tree=6635
num_leaves=8
num_cat=0
split_feature=52 160 133 42 4 2 2
split_gain=1.32948e-05 2.63674e-05 2.73238e-05 2.81256e-05 4.15214e-05 2.28444e-05 5.36151e-05
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decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1
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leaf_weight=0.0010509243328605223 0.0012276766816886418 0.0010328742871459507 0.0014509236523989285 0.0011284886083073563 0.0019693332209107504 0.0011615896441048781 0.0011445481300651021
leaf_count=317 924 742 267 407 380 496 377
internal_value=0 -0.00259274 0.000325658 0.00365968 -0.000857051 0.00509666 -0.000903643
internal_weight=0 0.0068093 0.00558162 0.00454875 0.00342026 0.00335706 0.00219547
internal_count=3910 2720 1796 1054 647 1190 694
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=7
num_cat=0
split_feature=1 150 16 16 43 43
split_gain=1.24303e-05 2.78106e-05 3.20581e-05 3.79576e-05 2.68882e-05 4.41231e-05
threshold=0.085990000000000011 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 0.013605000000000001 -0.077544999999999989
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1
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leaf_value=0.00069717383423965234 -0.016580431406958744 0.014978117099368178 0.015304630453372587 -0.005651749793097946 0.0073783098447232137 -0.024677071451790569
leaf_weight=0.0016603165417627759 0.0010194932463521342 0.0014412675157805194 0.0015428576705690538 0.001965208310295498 0.0013500050107547179 0.001166965007021833
leaf_count=903 255 348 433 665 397 909
internal_value=0 0.00287994 -0.000971304 0.00356493 -0.00423217 -0.00977609
internal_weight=0 0.00596883 0.00452756 0.00350807 0.00417729 0.00282728
internal_count=3910 1701 1353 1098 2209 1812
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=8
num_cat=0
split_feature=50 4 40 2 3 15 12
split_gain=1.28293e-05 3.03212e-05 3.0599e-05 4.29119e-05 4.31055e-05 0.000102109 2.59867e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.10869000000000002 -0.060719999999999989 -0.035939999999999993 0.091405000000000014
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=-0.017068600734023907 -0.010591174196378436 0.016750098679377653 -0.011932222280670151 -0.015266485386323537 -0.0039719117055611293 0.035489551661899328 0.0064807435010239946
leaf_weight=0.0010300622938093102 0.0010353833164395447 0.0010966364842030065 0.0015734974367573467 0.0012648369781893447 0.0014025531168023117 0.0012314453013538233 0.0014944780142188573
leaf_count=274 715 396 1211 374 127 171 642
internal_value=0 0.00115688 -0.000981472 0.00139705 0.00509343 0.0144771 -0.00296286
internal_weight=0 0.00909351 0.00799687 0.00696681 0.00570197 0.002634 0.00306798
internal_count=3910 3195 2799 2525 2151 298 1853
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=8
num_cat=0
split_feature=13 403 160 43 2 2 4
split_gain=1.26814e-05 3.23079e-05 3.86742e-05 4.33833e-05 3.59177e-05 6.282e-05 1.45325e-05
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.053009999999999995 0.097940000000000013 0.11339500000000001 0.0066400000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.013855999592753599 -0.010205611718684915 0.017075365153033019 0.015760925374740425 -0.020345928934134391 0.024048300786865134 -0.010658195020077772 -0.0039773922578656652
leaf_weight=0.0018179444199126907 0.0010937416650962034 0.0011218641159154918 0.0018059628114215007 0.0010294209757137442 0.0010399253484734083 0.0010461992225607084 0.0011464859068299484
leaf_count=1077 221 418 858 685 233 261 157
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internal_weight=0 0.0090078 0.00788594 0.00606799 0.00426203 0.00208612 0.00217591
internal_count=3910 3689 3271 2194 1336 494 842
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=9
num_cat=0
split_feature=150 160 151 15 2 3 1 16
split_gain=1.81756e-05 4.53079e-05 4.35652e-05 3.44691e-05 4.44475e-05 5.70885e-05 4.65431e-05 8.59815e-06
threshold=0.082085000000000019 1.0000000180025095e-35 -0.016164999999999995 -0.11739999999999999 0.106035 -0.078884999999999997 0.085410000000000014 -0.079554999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 7 -7 -5
right_child=2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00026177168247720669 0.00044938938049436059 -0.00043212210710542789 -0.00012186631701369217 2.9155697348724519e-05 -0.00023516751077735077 0.00067093652571068138 0.00015189661696648289 -0.00022757399791729837
leaf_weight=0.0015081750770960245 0.0010099285484773545 0.0010309255223912807 0.001043669215943887 0.0010018044389359195 0.0014428073156356651 0.0010090557377414517 0.001943655997724939 0.0010043897504729135
leaf_count=485 332 522 181 694 402 303 351 640
internal_value=0 -4.54883e-05 0.000159069 4.90317e-06 6.77289e-05 0.000155857 0.000329273 -9.93746e-05
internal_weight=0 0.00894081 0.0020536 0.00790989 0.00640171 0.00495891 0.00295271 0.00200619
internal_count=3910 3397 513 2875 2390 1988 654 1334
is_linear=0
shrinkage=0.00196078


Tree=6640
num_leaves=10
num_cat=0
split_feature=52 52 4 4 3 13 1 0 15
split_gain=1.76786e-05 3.18529e-05 8.30946e-05 5.14693e-05 4.34585e-05 4.26055e-05 5.74743e-05 0.000101235 6.66553e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -9
right_child=-2 -3 3 4 5 6 -8 8 -10
leaf_value=-0.00053761196459786579 -0.00025235574840086808 0.0003460454005819384 0.00040207054038282896 0.0003560090823656885 0.00025327437300948561 0.0003930816922169567 -0.00051407358487828023 4.8526548068072048e-05 -0.00066119185205935156
leaf_weight=0.0010521863788974925 0.0010279927610622056 0.0010206045582374602 0.0013217154190565883 0.001004175941579308 0.0011450248344867381 0.0013111094799900273 0.0013269125147533532 0.0010197389047759979 0.0010153550484752404
leaf_count=240 475 258 603 179 261 110 287 656 841
internal_value=0 1.7404e-05 -1.90689e-05 4.79255e-05 -2.06845e-05 -8.56996e-05 -0.000168756 -3.18232e-05 -0.000305568
internal_weight=0 0.0102168 0.00919622 0.00814403 0.00682232 0.00581814 0.00467312 0.0033462 0.00203509
internal_count=3910 3435 3177 2937 2334 2155 1894 1607 1497
is_linear=0
shrinkage=0.00196078


Tree=6641
num_leaves=9
num_cat=0
split_feature=4 0 43 16 3 15 150 15
split_gain=3.39478e-05 7.64443e-05 2.75153e-05 4.81854e-05 4.5715e-05 4.41178e-05 4.73324e-05 3.78025e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 -0.079374999999999987 -0.078844999999999985 -0.074234999999999982 -0.015439999999999997 0.084475000000000008 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=-0.00035172452007361989 7.8765239921806308e-05 0.00050723111222600846 0.00028525929591871987 -0.00046089955010192784 -6.5086099616173268e-05 0.00023674806278270073 0.00017368688345868917 -0.00054039622145012241
leaf_weight=0.0010154917487821815 0.0011982348501568365 0.0011230696737297473 0.0019445303466708898 0.0013559081078701742 0.0011860982289558708 0.0013239037995792366 0.0010317681838708567 0.0014058016654872208
leaf_count=176 409 239 1291 805 269 322 141 258
internal_value=0 2.36099e-05 -3.38881e-05 -0.000207725 3.0534e-05 -6.958e-05 -0.000181497 -0.000322886
internal_weight=0 0.0105693 0.00944625 0.00255414 0.0068921 0.00494757 0.00362367 0.0025919
internal_count=3910 3734 3495 1214 2281 990 668 527
is_linear=0
shrinkage=0.00196078


Tree=6642
num_leaves=8
num_cat=0
split_feature=1 0 133 16 16 49 0
split_gain=1.28614e-05 3.1878e-05 5.0281e-05 2.47332e-05 3.56187e-05 3.52016e-05 4.39263e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.10994000000000002 -0.0083999999999999995 -0.045004999999999996 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.018989693544933881 0.015368419741408762 0.013730337538111651 -0.015384110091301953 -0.010462181984063913 0.022403967075814255 -0.015324742778305082 0.0085439463217131025
leaf_weight=0.0011064491310597805 0.0012991620852125076 0.0014099797878945925 0.0010239639786018715 0.0011953514032829278 0.0010064726829309874 0.0016603375257005356 0.0014394907280132077
leaf_count=1044 246 435 529 368 342 286 660
internal_value=0 -0.00491595 0.00148184 0.0025548 0.00543334 0.00155053 -0.00424066
internal_weight=0 0.00354039 0.00243394 0.00660081 0.00540546 0.00439899 0.00309983
internal_count=3910 2008 964 1902 1534 1192 946
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=9
num_cat=0
split_feature=4 0 43 16 16 15 4 3
split_gain=1.94152e-05 3.92073e-05 4.79602e-05 5.77033e-05 3.97992e-05 4.95988e-05 4.90219e-05 4.83962e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 -0.078844999999999985 -0.19424999999999998 0.079360000000000014 -1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=-0.00026559861448307356 3.2074412735760206e-05 0.00034521346289695978 -0.00019707273500186621 -0.00059716924765471969 0.00052032768173580898 -0.00023749233713254406 -0.00018901631134367609 0.00037987950843982341
leaf_weight=0.0010346406709933502 0.001141021975661896 0.0012253388617300487 0.0017704949357743895 0.0011009075344489249 0.0015318615329849923 0.0010236121479817667 0.0012706490170136457 0.0010500013216454551
leaf_count=208 406 252 354 778 355 1028 436 93
internal_value=0 1.64059e-05 -2.89222e-05 -0.000276918 5.47277e-05 0.000146155 0.00024809 6.83863e-05
internal_weight=0 0.0101139 0.00888855 0.00224193 0.00664662 0.00487612 0.00385251 0.00232065
internal_count=3910 3702 3450 1184 2266 1912 884 529
is_linear=0
shrinkage=0.00196078


Tree=6644
num_leaves=8
num_cat=0
split_feature=457 15 42 43 16 16 0
split_gain=2.7172e-05 3.82486e-05 3.6302e-05 5.76182e-05 7.70975e-05 5.24344e-05 4.90889e-05
threshold=0.069705000000000003 0.090505000000000016 0.088915000000000008 -0.077544999999999989 -0.19424999999999998 -0.055679999999999993 -0.045139999999999993
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=0.00037977334373696649 0.00021760908327691849 -0.00038589275510755405 -0.00024908091135813262 -0.00045683805308331302 0.00036051833771180123 -0.00041944439164258858 0.00017150084990748019
leaf_weight=0.0016782496006946491 0.0017873639545060516 0.001122233579741643 0.0017943120273042875 0.0012744477138717895 0.0016733672334048196 0.0010034970695109279 0.0011711984740870437
leaf_count=862 338 689 717 224 581 292 207
internal_value=0 -4.5447e-05 -9.96005e-07 6.44587e-05 -3.88455e-05 9.95903e-05 -0.000101186
internal_weight=0 0.00971731 0.00859507 0.00680076 0.00512251 0.00384806 0.0021747
internal_count=3910 3572 2883 2166 1304 1080 499
is_linear=0
shrinkage=0.00196078


Tree=6645
num_leaves=7
num_cat=0
split_feature=42 133 15 3 16 2
split_gain=1.19184e-05 2.44391e-05 3.87717e-05 3.82452e-05 4.293e-05 6.01738e-05
threshold=0.092145000000000019 0.065880000000000008 0.079360000000000014 -0.100615 -0.19424999999999998 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.018163519379980755 -0.0079930254389707859 0.012002294231387212 -0.018842322898515337 -0.020130593901164888 -0.010464330884313209 0.015510565525083298
leaf_weight=0.0011624343868684682 0.0015961574915297995 0.0017389298562154607 0.0010612663662730535 0.0010293776906516255 0.001714598147573956 0.0018586741870390932
leaf_count=306 832 923 796 223 425 405
internal_value=0 0.0014189 -0.00127709 0.00195641 -0.00213682 0.00304678
internal_weight=0 0.00856528 0.00682635 0.00576508 0.00460265 0.00357327
internal_count=3910 3078 2155 1359 1053 830
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=8
num_cat=0
split_feature=50 4 151 2 2 15 42
split_gain=1.21886e-05 2.6234e-05 2.86339e-05 2.8841e-05 3.96716e-05 2.46515e-05 4.25296e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 0.10393500000000001 0.091525000000000009 -0.064869999999999983 0.060615000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.011837124770589447 -0.010316513085208966 0.0155886879649332 -0.016408194041627425 -0.014573021904827503 0.015721939113881141 -0.011323156260917421 0.016036739362416012
leaf_weight=0.0014507984144364675 0.0010387081905804786 0.0011011603410944213 0.0012401286164344305 0.0017750689722700573 0.0012428798911320879 0.0012518470495377334 0.0010402793720722758
leaf_count=454 715 396 317 492 451 528 557
internal_value=0 0.00111741 -0.00087424 -0.00368967 0.000356019 -0.00505072 0.00109411
internal_weight=0 0.00910216 0.008001 0.0065502 0.00477513 0.00353226 0.00229213
internal_count=3910 3195 2799 2345 1853 1402 1085
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.29867e-05 2.81195e-05 2.23336e-05 3.0189e-05 5.45768e-05 4.6671e-05
threshold=0.076710000000000014 -0.082054999999999975 0.035895000000000003 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0034439724370209403 0.020163057886373195 -0.014427411814047867 -0.010519486823570318 -0.0033306243076003023 -0.016419086621171197 0.020860639057484601
leaf_weight=0.0018772683111514935 0.0010788285366756193 0.0016580145778348709 0.0010873257662481761 0.001645538743704733 0.0012271647761460808 0.0015474680604601163
leaf_count=521 270 1487 532 164 441 495
internal_value=0 -0.00493754 0.00257594 0.00516531 0.00150482 0.0083935
internal_weight=0 0.00353528 0.00658633 0.005499 0.00442017 0.00319301
internal_count=3910 2008 1902 1370 1100 659
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=8
num_cat=0
split_feature=133 160 12 4 13 49 13
split_gain=1.20524e-05 3.51154e-05 2.84327e-05 5.99548e-05 4.85551e-05 2.80981e-05 2.35236e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.085945000000000008 0.08734500000000002 -0.00059999999999999995 -0.00064499999999999985 -0.07409499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 6 -3 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.0093180535847632272 -0.015689314615391223 0.024803622620025719 -0.005373982011142588 0.012769042909122839 -0.011417528373508602 0.0080807287959131138 -0.026527270803883438
leaf_weight=0.0012105620531990538 0.0014272271882829817 0.0011100451035143031 0.0010852405528899906 0.0011504087205566824 0.0012162787416763027 0.0018836857045198552 0.0010196478936924497
leaf_count=604 747 690 394 181 162 256 876
internal_value=0 -0.00131744 0.0014302 -0.0055881 0.00685694 0.000430539 -0.015621
internal_weight=0 0.00889253 0.00746531 0.0032553 0.00421001 0.00309996 0.00210489
internal_count=3910 3306 2559 1451 1108 418 1270
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=9
num_cat=0
split_feature=50 157 51 16 3 52 16 3
split_gain=3.26653e-05 3.64961e-05 4.01246e-05 4.37999e-05 6.77833e-05 8.98523e-05 5.72762e-05 8.78179e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.032189999999999989 0.24895000000000003 0.094625000000000015 0.090300000000000005 -0.077804999999999985 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00037815560506310961 -0.0003392613822844479 -0.00034439697632479658 0.00043634415230543061 0.00041193703487372275 0.00029311232437220444 -0.00063645169838199938 -0.00035131190860142943 -0.00025803495996204847
leaf_weight=0.0010160042118119742 0.0010404412104113364 0.0012225313120322887 0.0016936703782186129 0.0010422976332447624 0.0019580334900352464 0.0010866279982383615 0.0012633555668070716 0.0011938298035544901
leaf_count=361 689 442 561 93 244 612 587 321
internal_value=0 2.50098e-05 -1.29167e-05 3.62766e-05 -1.81392e-05 -0.000134501 -3.0978e-06 0.000149255
internal_weight=0 0.0104764 0.00946035 0.00823781 0.00719552 0.00523748 0.00415086 0.0028875
internal_count=3910 3221 2860 2418 2325 2081 1469 882
is_linear=0
shrinkage=0.00196078


Tree=6650
num_leaves=7
num_cat=0
split_feature=42 403 160 3 2 4
split_gain=1.23501e-05 2.54796e-05 3.11598e-05 4.13171e-05 5.38235e-05 6.70988e-05
threshold=0.092145000000000019 0.03138500000000001 0.069910000000000014 -0.078669999999999976 0.106035 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.017805055413287675 -0.0081419311149602668 0.01628247654356927 0.011022221028004424 0.029795062178231815 -0.011761145714273008 -0.0043924350178375197
leaf_weight=0.0015964143976289289 0.0015877901415893162 0.0010212702157366442 0.0017746752982211516 0.0010584740505028489 0.001812664472722725 0.0012545016086135629
leaf_count=1465 832 358 446 253 327 229
internal_value=0 0.00146436 -0.000554296 -0.00414471 0.00114115 0.0112526
internal_weight=0 0.008518 0.00749673 0.00572205 0.00412564 0.00231298
internal_count=3910 3078 2720 2274 809 482
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=10
num_cat=0
split_feature=150 160 151 40 15 4 43 52 16
split_gain=2.61506e-05 4.95525e-05 4.73988e-05 4.02373e-05 6.94583e-05 7.86273e-05 4.95005e-05 3.8491e-05 2.1739e-05
threshold=0.082085000000000019 1.0000000180025095e-35 -0.024429999999999997 -0.064199999999999993 -0.11739999999999999 -0.034289999999999994 -0.012164999999999999 0.089525000000000007 -0.077349999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 7 -7 8 -6
right_child=2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00036386835696681542 0.00048545015245588999 -0.00044125320855049335 -9.5666062828062565e-05 -0.0003366445479517424 -1.6887735251297386e-05 0.00074525727666135142 0.0001888544972760674 0.00021398940026505169 -0.00042259759991648561
leaf_weight=0.0010056045602596271 0.0010676689063025152 0.0010871005904123385 0.0010911297137748415 0.0014094741862279063 0.0010126452826231839 0.001000299863754868 0.0015948812900915869 0.0012782950453787516 0.0010184594577279694
leaf_count=191 330 522 183 389 561 449 265 502 518
internal_value=0 -4.75576e-05 0.000191734 3.8852e-06 5.44474e-05 0.000147804 0.000403317 -5.25649e-05 -0.000220323
internal_weight=0 0.00940676 0.0021588 0.00831966 0.00731406 0.00590458 0.00259518 0.0033094 0.0020311
internal_count=3910 3397 513 2875 2684 2295 714 1581 1079
is_linear=0
shrinkage=0.00196078


Tree=6652
num_leaves=10
num_cat=0
split_feature=11 13 4 39 457 49 0 0 52
split_gain=4.94506e-05 3.46076e-05 4.40467e-05 4.36317e-05 4.17904e-05 4.24499e-05 7.54114e-05 4.22206e-05 3.30327e-05
threshold=0.077330000000000024 -0.094679999999999986 -0.077679999999999985 0.005105000000000001 0.081330000000000013 -1.0000000180025095e-35 -0.053834999999999994 -0.07883999999999998 0.071660000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 -7
right_child=-2 3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00055382261213308937 -0.0004108243177619493 -0.00049627486136121543 3.6962857774286889e-06 0.00034801261404167891 0.00023040794419279935 -0.00023524367980262586 -0.0005409180981848095 0.00040003985525442195 0.00020148528301474345
leaf_weight=0.001017676322878388 0.0010457165728709602 0.0010944086906211799 0.001243039310598703 0.00106951453727408 0.0013880156990415142 0.0017200948903512477 0.0010254645649376932 0.0010175407196449217 0.0010864053700437555
leaf_count=87 279 341 319 387 203 730 278 608 678
internal_value=0 3.59881e-05 0.000251339 -2.196e-05 -7.59282e-05 -0.000147463 -6.87456e-05 5.78734e-05 -6.61845e-05
internal_weight=0 0.0106622 0.00226072 0.00840144 0.00733193 0.00594391 0.00484951 0.00382404 0.0028065
internal_count=3910 3631 406 3225 2838 2635 2294 2016 1408
is_linear=0
shrinkage=0.00196078


Tree=6653
num_leaves=10
num_cat=0
split_feature=11 13 39 0 151 0 12 3 2
split_gain=2.97608e-05 3.25515e-05 6.81965e-05 5.63755e-05 3.56505e-05 4.77343e-05 4.03745e-05 3.2845e-05 2.99474e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.044604999999999992 -0.23029999999999998 0.089745000000000005 0.084925000000000014 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 7 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=-2.9965498130225613e-06 -0.00032216765797469268 -0.00034631225645248608 0.0004352072945923328 -0.00046881631038701556 0.00042620014329604295 -0.00040682895318053063 0.00020608575150922055 5.7278557986828572e-05 0.00045937039829402614
leaf_weight=0.0010256520555082492 0.0010417944118919923 0.0010455177811557288 0.0010556845691081758 0.0012959531175780548 0.0010364750314555407 0.0013517065280549932 0.0014868178797494188 0.0010352888368391766 0.0011340847632287888
leaf_count=214 279 381 387 329 86 983 984 75 192
internal_value=0 2.534e-05 -3.04129e-05 -9.81962e-05 -1.75512e-05 5.24499e-05 -4.75504e-05 -0.000205536 0.000239794
internal_weight=0 0.0104672 0.00830744 0.00725176 0.00595581 0.00491029 0.00387381 0.002387 0.00215974
internal_count=3910 3631 3225 2838 2509 2128 2042 1058 406
is_linear=0
shrinkage=0.00196078


Tree=6654
num_leaves=8
num_cat=0
split_feature=3 4 47 15 150 4 3
split_gain=1.10974e-05 2.62505e-05 3.93243e-05 4.11571e-05 5.24078e-05 6.76643e-05 1.63063e-05
threshold=0.15165000000000003 -0.08422499999999998 0.09252500000000001 0.088615000000000013 0.086420000000000011 -1.0000000180025095e-35 -0.10628499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.0023671449049619767 0.00950296935129364 0.032815027487658237 -0.011565600818713336 -0.012274023349152521 -0.0061140567241859956 0.0026192394718217698 -0.020208536788126803
leaf_weight=0.0010406818644210088 0.0010863599421268291 0.001473723648664159 0.0016928897357194241 0.0010075304427590928 0.0013567566431117927 0.0014948554522825059 0.0010088885554757957
leaf_count=276 209 815 351 736 340 691 492
internal_value=0 -0.00119191 0.00171293 0.00592813 0.0101681 0.0176097 -0.0111495
internal_weight=0 0.00907533 0.00702576 0.00533287 0.00432534 0.00296858 0.00204957
internal_count=3910 3701 2933 2582 1846 1506 768
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=9
num_cat=0
split_feature=11 133 160 49 457 4 12 4
split_gain=3.91588e-05 3.88289e-05 6.40016e-05 4.92129e-05 6.4841e-05 5.09833e-05 6.70016e-05 7.08656e-05
threshold=0.077330000000000024 -0.090054999999999982 -0.080184999999999992 -0.00064499999999999985 0.084670000000000009 0.074650000000000008 0.086935000000000012 -0.078094999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=-0.0003380349425506234 -0.00037193643294181593 -0.00029999154594734055 -0.00042012806688196701 0.00071468478569216242 0.00021437558448007547 0.00052180816604543957 -0.00016338371650501777 -1.4816923611934476e-06
leaf_weight=0.0010180099708609067 0.0010427835295520891 0.0015531285907639915 0.0012107128726788513 0.0010432319766789898 0.0012674421134769903 0.0016821631492188764 0.0018091522982295076 0.0010823325903389332
leaf_count=510 279 726 379 306 173 337 964 236
internal_value=0 2.61729e-05 6.46017e-05 0.000134553 -9.56138e-05 0.000236102 0.000113958 0.000350014
internal_weight=0 0.0106662 0.00964816 0.00809504 0.00247815 0.00561688 0.00393472 0.00212556
internal_count=3910 3631 3121 2395 552 1843 1506 542
is_linear=0
shrinkage=0.00196078


Tree=6656
num_leaves=8
num_cat=0
split_feature=1 0 16 2 2 16 0
split_gain=1.30264e-05 3.15716e-05 2.53441e-05 1.99414e-05 2.92511e-05 3.20245e-05 5.82023e-05
threshold=0.076710000000000014 -0.084074999999999997 0.18936500000000003 0.11462500000000002 0.092450000000000018 -0.088144999999999987 -0.066689999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.019956649591063115 0.014908837827356497 -0.0071307103180416002 0.013250274024740577 0.012895017083966282 -0.013285678998829424 -0.01794325502497823 0.014353409730996927
leaf_weight=0.0010035849664726797 0.0015906146634550632 0.0015320506063114076 0.0010139347039712831 0.0014591365240270203 0.0013049779514381233 0.0012574213121297768 0.0010031335764244236
leaf_count=1009 338 786 213 413 334 597 220
internal_value=0 -0.00493521 0.000985985 0.00257411 -0.000346605 0.00403783 -0.00361143
internal_weight=0 0.00354957 0.00254599 0.00661528 0.00515615 0.00385117 0.00226055
internal_count=3910 2008 999 1902 1489 1155 817
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=8
num_cat=0
split_feature=50 160 49 42 4 1 0
split_gain=1.08663e-05 2.46221e-05 3.8118e-05 2.49697e-05 4.29102e-05 4.13122e-05 3.0931e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 0.0057500000000000008 0.10647000000000001 -0.076734999999999984
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=0.011843193317552974 -0.0097687217773215103 0.015401493620064681 -0.023275710475141164 -0.014230186723340072 0.021797044861497413 -0.0053360704600513738 0.00078402175637989229
leaf_weight=0.0017176771022410263 0.0010320606026340507 0.001136395176266034 0.0010087479473264624 0.0018572652033937917 0.0012108253032846513 0.0010458380243795616 0.0011361554870868238
leaf_count=804 715 220 608 855 225 190 293
internal_value=0 0.00105772 -0.0014474 -0.0045066 -0.000403676 0.00922235 -0.0105313
internal_weight=0 0.0091129 0.00739523 0.00625883 0.00440157 0.00225666 0.0021449
internal_count=3910 3195 2391 2171 1316 415 901
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=8
num_cat=0
split_feature=52 13 1 1 1 13 2
split_gain=1.12227e-05 2.9373e-05 4.01563e-05 4.13025e-05 2.7867e-05 3.81717e-05 2.09732e-05
threshold=0.11401500000000002 -0.094679999999999986 0.11663000000000003 0.10339500000000001 0.086560000000000012 -1.0000000180025095e-35 0.10045500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00098759712649324058 -0.0083215502416308148 -0.012267987498117697 -0.020266740489092664 0.017721230863106077 -0.013702450247726468 0.011977773599688685 0.020890161630174677
leaf_weight=0.0010003185402081027 0.0014084909100544442 0.001039252278083679 0.0010173988431342127 0.0012058058385664644 0.0015978140128811418 0.0017306930403000755 0.0011248857045292036
leaf_count=228 647 1284 283 275 600 415 178
internal_value=0 0.001299 -0.00199738 0.00133751 -0.00318554 0.00288104 0.0115222
internal_weight=0 0.00871617 0.00659096 0.00557357 0.00436776 0.00276995 0.0021252
internal_count=3910 3263 2857 2574 2299 1699 406
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=8
num_cat=0
split_feature=11 159 3 12 1 1 15
split_gain=2.39751e-05 2.98613e-05 4.51967e-05 3.91076e-05 5.42036e-05 4.89633e-05 9.42289e-05
threshold=0.077330000000000024 0.090405000000000013 -0.10628499999999998 0.092365000000000017 0.11215000000000001 0.094485000000000013 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00042722126468081821 -0.00029769381470093982 -0.00030198797016745135 -0.00026963390383109284 -0.00025999524030939636 -0.00024117394333288464 0.00050393813051711556 0.00037485848456499397
leaf_weight=0.0011015070509051384 0.0010065762134282277 0.0010011142190226802 0.0017184148914470931 0.0017042533429130723 0.0015738575411865128 0.0012948773956527131 0.0017711171229092663
leaf_count=186 279 467 729 823 286 271 869
internal_value=0 1.95477e-05 5.46735e-05 3.77578e-06 7.44763e-05 0.000178311 5.74792e-05
internal_weight=0 0.0101651 0.00916403 0.00806252 0.00635827 0.00478441 0.00348953
internal_count=3910 3631 3164 2978 2155 1869 1598
is_linear=0
shrinkage=0.00196078


Tree=6660
num_leaves=7
num_cat=0
split_feature=1 150 16 16 43 43
split_gain=1.24414e-05 2.31977e-05 3.2485e-05 3.53064e-05 2.16675e-05 4.76767e-05
threshold=0.085990000000000011 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 0.013605000000000001 -0.077544999999999989
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0016235005802880409 -0.016276388199930911 0.013947055383159976 0.015252350617363379 -0.0049681979507492915 0.006180587986470169 -0.024861774298136144
leaf_weight=0.0016564788984356131 0.0010263092782559474 0.0014383112484319775 0.001545429773378567 0.0019569676024282267 0.0013477075591459341 0.0011525828504248496
leaf_count=903 255 348 433 665 397 909
internal_value=0 0.00288325 -0.000630594 0.0039541 -0.0042428 -0.00924364
internal_weight=0 0.00596702 0.00452871 0.0035024 0.00415677 0.00280906
internal_count=3910 1701 1353 1098 2209 1812
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=8
num_cat=0
split_feature=1 52 1 2 4 0 4
split_gain=1.25611e-05 3.17185e-05 2.99887e-05 6.56748e-05 7.01463e-05 5.32873e-05 4.06066e-05
threshold=0.12730000000000002 0.11401500000000002 0.11097000000000001 0.106285 -0.08422499999999998 -0.084304999999999977 0.0057500000000000008
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=-0.020267532454922365 0.009747080324862812 -0.017297373373268525 -0.012949321989891214 0.024656707286462659 -0.015711587622298181 0.021781017444099018 0.0094184239313722263
leaf_weight=0.0014075331280297273 0.0011609568897831867 0.0010896735632549637 0.0013026761348176197 0.0012140700566243825 0.001242271985168204 0.0013572749085260499 0.0013329171603743916
leaf_count=598 345 576 260 390 734 735 272
internal_value=0 -0.00130899 0.000908483 0.00366284 -0.0011102 0.00574671 -0.0027043
internal_weight=0 0.00894642 0.00785674 0.00655407 0.00534 0.00393246 0.00257519
internal_count=3910 3565 2989 2729 2339 1741 1006
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=9
num_cat=0
split_feature=11 159 3 3 2 48 2 47
split_gain=4.57296e-05 4.74863e-05 6.00952e-05 6.22164e-05 5.02345e-05 6.51618e-05 4.54827e-05 3.3491e-05
threshold=0.077330000000000024 0.090705000000000022 -0.10628499999999998 -0.078884999999999997 0.11339500000000001 0.087645000000000015 0.085805000000000006 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=0.00048578158856302077 -0.00039442295300025419 -0.00036485376753253346 -0.00033249131034060003 0.00050816701807807497 -0.00020765509014101355 0.00058276363300007752 -0.00014888805839154037 1.842175678178602e-05
leaf_weight=0.0011915848858290072 0.0010707116527761658 0.0010540480693397381 0.0016024473031767475 0.0010826090271000295 0.001606544567010453 0.0012344391159375594 0.0019400472812492577 0.001064911655648383
leaf_count=186 279 462 1520 316 372 222 450 103
internal_value=0 3.0452e-05 7.3308e-05 1.56949e-05 9.6224e-05 0.000187955 6.8724e-05 0.000265312
internal_weight=0 0.0107766 0.00972258 0.008531 0.00692855 0.00532201 0.00408757 0.00214752
internal_count=3910 3631 3169 2983 1463 1091 869 419
is_linear=0
shrinkage=0.00196078


Tree=6663
num_leaves=10
num_cat=0
split_feature=4 0 1 15 2 3 47 4 2
split_gain=3.21794e-05 6.75185e-05 4.50411e-05 6.0267e-05 2.96119e-05 6.84178e-05 3.90458e-05 3.88159e-05 4.88431e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 1.0000000180025095e-35 0.013395000000000002 0.09550500000000002 -0.00027999999999999998 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 -7 -9
right_child=1 -3 4 -5 5 7 -8 8 -10
leaf_value=-0.00033949161050246356 -0.00060426358218287153 0.00050349917902974071 -0.00033481008442015099 2.7201686243327449e-05 0.00058685702032882595 -0.00030090768466229197 0.00014626040435681943 0.00046893565446977468 -0.00011520831319103601
leaf_weight=0.0010076569565062041 0.0010667915686011359 0.0010315207633347827 0.0013918279464608971 0.0012762804598436444 0.0010593262041556175 0.001032802662008156 0.0012148288953309082 0.0010391722800365474 0.0011698833048391023
leaf_count=192 1059 223 657 850 346 129 186 94 174
internal_value=0 2.7675e-05 -2.53817e-05 -0.000260302 5.4301e-05 0.000154241 -0.000110608 1.28773e-05 0.000159582
internal_weight=0 0.0102824 0.00925091 0.00234307 0.00690784 0.00430118 0.00260666 0.00324186 0.00220906
internal_count=3910 3718 3495 1909 1586 743 843 397 268
is_linear=0
shrinkage=0.00196078


Tree=6664
num_leaves=10
num_cat=0
split_feature=4 0 43 43 3 52 16 0 133
split_gain=3.24215e-05 6.60041e-05 5.25898e-05 3.44733e-05 7.63032e-05 6.6861e-05 7.68825e-05 0.000121066 3.31579e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 0.0033500000000000005 -0.074234999999999982 -0.074484999999999982 -0.19424999999999998 -0.15137999999999999 0.065880000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -7 -8 -2
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0003360499390444417 -0.00044030470877748687 0.00048480644647015469 0.00053642956203316843 -0.00024595401148491545 -0.00039178433477533593 -0.00026082857074674376 0.00082957800702738158 -9.1696816499580781e-05 1.3988920823842565e-05
leaf_weight=0.0010297539932582608 0.001577219883407769 0.0010931332696980127 0.0013384157751253995 0.0011529516667371804 0.0012069701231624866 0.0011649720419140194 0.0010815286802687287 0.0011125372505204798 0.0010153345377981445
leaf_count=192 488 223 912 643 176 201 75 274 726
internal_value=0 2.81636e-05 -2.35644e-05 6.41682e-05 0.000124725 4.0443e-06 0.000146274 0.00036243 -0.000262388
internal_weight=0 0.0107431 0.00964993 0.00705738 0.00590442 0.00456601 0.00335904 0.00219407 0.00259255
internal_count=3910 3718 3495 2281 1638 726 550 349 1214
is_linear=0
shrinkage=0.00196078


Tree=6665
num_leaves=9
num_cat=0
split_feature=1 15 16 15 47 16 16 47
split_gain=1.22671e-05 2.81851e-05 4.63026e-05 1.94803e-05 3.08219e-05 3.64603e-05 7.40205e-05 8.26902e-06
threshold=0.076710000000000014 0.083935000000000023 0.18936500000000003 0.035895000000000003 0.087850000000000025 -0.0083999999999999995 -0.095109999999999986 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -6
right_child=3 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.024188783815289903 0.021570899556113445 0.0073028468732374563 0.0043625319924240928 -0.0097542051834304186 -0.010175414469159105 0.0251007213965131 -0.016048566366262274 0.0019463355605419429
leaf_weight=0.001265164104550255 0.0010681514305291011 0.0012475122788708701 0.0010307874406451053 0.001085278202210679 0.001124790451128895 0.0011852138949054306 0.0010248648993391692 0.0011262504975641629
leaf_count=905 342 866 237 532 177 417 239 195
internal_value=0 -0.00479631 -0.0113704 0.00249509 0.00489937 0.0110862 0.00315018 -0.00411061
internal_weight=0 0.00354346 0.00229595 0.00661455 0.00552927 0.00327823 0.00209302 0.00225104
internal_count=3910 2008 1142 1902 1370 998 581 372
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=7
num_cat=0
split_feature=457 1 12 3 2 16
split_gain=1.11741e-05 3.29525e-05 2.96868e-05 8.41105e-05 6.17117e-05 4.22938e-05
threshold=0.069705000000000003 0.12864500000000004 0.089995000000000006 0.090325000000000003 0.087995000000000004 0.05259500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.0038677304890198747 0.0077962483639421078 0.015293563232449306 -0.024506758432365213 -0.019629768537853465 0.023223673027550889 5.519751849914107e-05
leaf_weight=0.0016883416524194933 0.0015415434739202158 0.0010339784684628515 0.0013654288074740257 0.0013886100301796073 0.0016750010661003658 0.0014408072409549167
leaf_count=1067 338 306 930 213 626 430
internal_value=0 -0.00144992 -0.00374047 0.00107567 0.00962424 -0.0118959
internal_weight=0 0.00859217 0.00755819 0.00475195 0.00336334 0.00280624
internal_count=3910 3572 3266 1906 1693 1360
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=6
num_cat=0
split_feature=1 4 16 15 16
split_gain=1.16268e-05 2.67636e-05 2.28586e-05 2.98391e-05 5.03657e-05
threshold=0.076710000000000014 -0.082054999999999975 0.081265000000000018 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0035533068637188902 0.012465324004279906 -0.013898402313854322 -0.0097369810888668917 0.01751247329977761 -0.010332941160798133
leaf_weight=0.0018643083776251743 0.0018801788090871243 0.0016622858480382808 0.0012485631960554751 0.0014539300180591731 0.0019995610234273507
leaf_count=521 456 1487 381 611 454
internal_value=0 -0.00467268 0.002443 0.00529422 0.000715432
internal_weight=0 0.00352659 0.00658223 0.00533367 0.00387974
internal_count=3910 2008 1902 1521 910
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=8
num_cat=0
split_feature=457 160 1 12 16 1 15
split_gain=1.05235e-05 3.21634e-05 4.50059e-05 3.91999e-05 4.02658e-05 3.04834e-05 3.12553e-05
threshold=0.069705000000000003 1.0000000180025095e-35 0.11561500000000001 0.089995000000000006 0.13514000000000004 0.079945000000000016 -0.10071499999999999
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=0.014132534307811959 0.0075826689074552991 -0.017404828656181044 0.015453325822349713 -0.02842250306586876 -0.00069945196832841476 0.0073494554361144097 -0.016333519468782823
leaf_weight=0.0014740325892768666 0.0015372264379832331 0.001095412403734175 0.0016619727779982702 0.0010165197591590317 0.0010810950123100187 0.0011229770532990989 0.001106152759435243
leaf_count=942 338 519 454 859 256 113 429
internal_value=0 -0.00140368 0.000945029 -0.00321172 -0.0141342 0.00297522 -0.00440266
internal_weight=0 0.00855816 0.00746275 0.00580078 0.00209761 0.00370316 0.00222913
internal_count=3910 3572 3053 2599 1115 1484 542
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=9
num_cat=0
split_feature=11 0 0 42 0 4 48 3
split_gain=4.21046e-05 2.87531e-05 5.29174e-05 9.51132e-05 5.22823e-05 7.14613e-05 5.09381e-05 2.25499e-05
threshold=0.077330000000000024 -0.10071499999999999 -0.017269999999999997 0.085195000000000007 -0.11756999999999999 0.080255000000000007 0.086285000000000014 -0.044019999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=0.00056584599758390777 -0.00038420930384066589 -0.0004964943315672925 -1.6660600215393951e-05 0.00013657865284695368 0.00048830029699720591 -0.00030657530268832206 -4.5814536141196528e-05 0.00039599706739288639
leaf_weight=0.0010326950342897621 0.0010267125715019516 0.0019691049608167501 0.0010117839776484154 0.0017002556260456727 0.0012502142653161071 0.0014844770713508338 0.0010615329173125562 0.0010247968449071301
leaf_count=147 279 1344 151 1275 177 243 120 174
internal_value=0 3.17629e-05 -6.24737e-05 -0.00020315 0.000143115 2.25245e-05 0.000255804 0.000190987
internal_weight=0 0.0105349 0.00570594 0.00366936 0.00482892 0.00357871 0.00209423 0.00203658
internal_count=3910 3631 2944 2619 687 510 267 325
is_linear=0
shrinkage=0.00196078


Tree=6670
num_leaves=10
num_cat=0
split_feature=403 52 4 4 15 2 12 0 16
split_gain=2.4761e-05 3.5355e-05 7.63372e-05 5.18338e-05 5.12408e-05 4.63296e-05 7.47968e-05 0.000108876 2.48599e-05
threshold=0.087440000000000004 0.11401500000000002 -0.082509999999999986 -0.34687499999999999 -0.15202999999999997 0.10488500000000002 0.092150000000000024 -0.10071499999999999 -0.092969999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 -6
right_child=-2 -3 4 -5 5 -7 -8 -9 -10
leaf_value=9.6215517713333168e-05 -0.0003034211651471509 -0.00026676788291019602 0.00035673994192771629 0.00067084053014244873 -0.00013961546377234255 -0.0004714524034383458 0.00041357034542485613 -0.00070435859489472081 0.00028679244322852052
leaf_weight=0.0013148861840343662 0.0010148840871338121 0.0014442724841645773 0.0010111906428862012 0.0011155999951078608 0.0010532271221640743 0.0011597454331525488 0.0010894679530227677 0.0010322248104165238 0.0010494375673748679
leaf_count=239 349 600 315 509 89 418 397 882 112
internal_value=0 1.76263e-05 6.41653e-05 0.00035997 -4.82532e-05 -0.000124315 -2.90129e-05 -0.000182824 7.32042e-05
internal_weight=0 0.0102701 0.00882578 0.00243049 0.00639529 0.0053841 0.00422436 0.00313489 0.00210266
internal_count=3910 3561 2961 748 2213 1898 1480 1083 201
is_linear=0
shrinkage=0.00196078


Tree=6671
num_leaves=9
num_cat=0
split_feature=14 15 13 13 52 15 15 0
split_gain=3.46602e-05 5.99379e-05 4.50822e-05 5.71338e-05 4.60906e-05 4.4046e-05 4.1647e-05 2.92882e-05
threshold=-1.0000000180025095e-35 -0.106555 -0.09547499999999999 -0.032264999999999995 0.089525000000000007 0.035895000000000003 -0.094449999999999992 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.00035147817737963069 0.00036588599344478221 0.00022310299565629838 -0.00043436182228835988 -0.00027888989923265074 0.00032500435436689872 -0.0004235747966321813 0.00042138061997674009 -5.0366430990306586e-05
leaf_weight=0.0010459642318941939 0.0016547126817003611 0.0019788800529733043 0.0016275490386568857 0.0011920698933022174 0.0011923575784732153 0.0012365252676761313 0.0010016968047705159 0.0010224379423507291
leaf_count=196 505 299 1471 96 266 525 219 333
internal_value=0 2.21789e-05 -3.9296e-05 -0.000110695 -1.73774e-05 -0.000109061 1.18596e-05 0.00018309
internal_weight=0 0.0109062 0.00925152 0.00727264 0.00564509 0.00445273 0.0032162 0.00202413
internal_count=3910 3714 3209 2910 1439 1173 648 552
is_linear=0
shrinkage=0.00196078


Tree=6672
num_leaves=9
num_cat=0
split_feature=4 0 43 16 1 3 2 16
split_gain=7.04523e-05 0.00010761 2.93514e-05 3.99688e-05 3.34755e-05 6.07769e-05 3.31933e-05 3.62978e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.079374999999999987 -0.078844999999999985 0.10498500000000001 0.12566000000000002 0.092865000000000017 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -4
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=-0.0005009608264245713 5.5067115139518152e-05 0.00061347764643386506 0.0002266317578563188 -0.00043417318088308622 0.00043092238649158074 -0.0001533039790491516 -0.00038277357434513389 -0.00020051871464950549
leaf_weight=0.0010097047567650093 0.0012054784834882736 0.0011285779258574267 0.001634769512928243 0.0013734692325604301 0.0017445130115156552 0.0011267802154880545 0.0010112710011189979 0.0014373356598778493
leaf_count=176 409 239 428 805 302 199 507 845
internal_value=0 4.09499e-05 -2.68252e-05 -0.000205487 3.94267e-05 0.000201655 -7.46465e-05 2.67823e-05
internal_weight=0 0.0106622 0.00953362 0.00257895 0.00695467 0.00287129 0.00408338 0.00307211
internal_count=3910 3734 3495 1214 2281 501 1780 1273
is_linear=0
shrinkage=0.00196078


Tree=6673
num_leaves=7
num_cat=0
split_feature=13 16 133 48 3 4
split_gain=1.17175e-05 2.93046e-05 5.81019e-05 2.35865e-05 3.31755e-05 5.41555e-05
threshold=0.17936000000000002 0.26538000000000006 0.083815000000000014 0.087945000000000009 0.084925000000000014 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.013697240191190983 -0.0097661528691046738 -0.013835171429596983 0.021593228561892108 -0.010161471163859122 0.014319314611498157 0.014402607666828944
leaf_weight=0.001851118770791183 0.0011082528871936325 0.0011440129031052787 0.001422448443453737 0.0018802833093504211 0.0016829344245821599 0.0010895480926026671
leaf_count=1267 221 441 1096 371 247 267
internal_value=0 0.00112639 0.00328581 -0.000718165 0.00312215 -0.00328595
internal_weight=0 0.00907035 0.00792633 0.00650388 0.0046236 0.00294067
internal_count=3910 3689 3248 2152 1781 1534
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=7
num_cat=0
split_feature=15 151 12 15 42 2
split_gain=1.11829e-05 3.8505e-05 3.6553e-05 5.14282e-05 4.85872e-05 3.34135e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.088325000000000015 0.024640000000000006 0.084685000000000024 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0075139234459375738 0.018470484100971345 -0.013793837202734539 -0.0046067933413862618 -0.026552893001997466 0.020734218967947627 0.0070266039492147174
leaf_weight=0.0016773321032878515 0.0011458454127145044 0.0012542512735345158 0.0016315918384956561 0.0010390075967322701 0.0014108732578667345 0.00199974356835474
leaf_count=614 487 219 688 635 802 465
internal_value=0 0.00142231 -0.00124072 -0.00718336 0.00714452 -0.000998628
internal_weight=0 0.00848131 0.00733547 0.004293 0.00304247 0.00325399
internal_count=3910 3296 2809 1319 1490 684
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=9
num_cat=0
split_feature=4 0 43 2 3 3 4 4
split_gain=2.64351e-05 3.66228e-05 2.47327e-05 4.46413e-05 6.37735e-05 5.92078e-05 3.4942e-05 1.42135e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 0.11230000000000001 0.094625000000000015 -0.074234999999999982 0.10597500000000001 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 -7
right_child=1 -3 3 -5 -6 7 -8 -9
leaf_value=-0.00030746929825365652 -0.00037251898214525278 0.00036880214616605089 0.00029536777878590002 -0.00020831517637944313 0.00055136326036919487 -0.00036844706978981471 9.9404448521310626e-05 -4.1933173015719684e-05
leaf_weight=0.0010134721391449062 0.001491491107384813 0.0010646178236255353 0.0016736504271499513 0.001901819738421579 0.0011418412101058908 0.001003124115405991 0.0010128199923759261 0.00104815716168314
leaf_count=192 1054 223 1215 450 130 326 160 160
internal_value=0 2.43662e-05 -1.51783e-05 4.64178e-05 0.000145961 2.16894e-05 -0.000181659 -0.000201606
internal_weight=0 0.0103375 0.0092729 0.00676859 0.00486677 0.00372493 0.00250431 0.00205128
internal_count=3910 3718 3495 2281 1831 1701 1214 486
is_linear=0
shrinkage=0.00196078


Tree=6676
num_leaves=8
num_cat=0
split_feature=42 403 160 4 0 2 16
split_gain=1.17348e-05 2.37897e-05 2.72378e-05 2.87587e-05 5.10934e-05 5.86736e-05 5.44587e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 0.25367000000000006 -0.017269999999999997 0.086545000000000025 -0.074719999999999995
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=-0.011263223081817398 -0.0079227226661854385 0.015765073061187736 -0.023319065997976642 0.017686299245925127 0.017844909446861845 -0.012001249692786264 0.019219579218964559
leaf_weight=0.0017977918450538437 0.0015965626563754247 0.0010180039213052057 0.0013046417669234909 0.0010633542291255821 0.0011436735219459131 0.0011349144823142271 0.001100415072723967
leaf_count=894 832 358 651 266 197 302 410
internal_value=0 0.00141562 -0.000520529 0.00284003 -0.000530603 -0.00646726 0.00336824
internal_weight=0 0.00856279 0.00754479 0.005747 0.00468364 0.00353997 0.00223533
internal_count=3910 3078 2720 1826 1560 1363 712
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=9
num_cat=0
split_feature=1 15 16 16 16 151 4 16
split_gain=1.29904e-05 2.72709e-05 4.11918e-05 1.82385e-05 3.07858e-05 4.6436e-05 4.79822e-05 5.24766e-05
threshold=0.076710000000000014 0.083935000000000023 0.18936500000000003 0.081265000000000018 -0.010344999999999998 -0.0088999999999999982 0.24280000000000004 -0.08909499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -7
right_child=3 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.023556744481933171 -0.01495605115080488 0.0069852628757174949 0.0033689072678203176 -0.0083045891538064825 0.020866914536138582 -0.016615396938884416 0.025986330658356562 0.01496913334246505
leaf_weight=0.0012584245656463012 0.0012332767579266721 0.0012443800292773304 0.0010358479992159651 0.0012490031768174264 0.0010072575365990127 0.0010372734167400056 0.0010022905920709017 0.0010673067327930821
leaf_count=905 260 866 237 381 360 213 282 406
internal_value=0 -0.00493476 -0.0114 0.00257545 0.00511673 0.00146144 0.00797838 -0.000597769
internal_weight=0 0.00353865 0.00229427 0.00659641 0.00534741 0.00434015 0.00310687 0.00210458
internal_count=3910 2008 1142 1902 1521 1161 901 619
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=9
num_cat=0
split_feature=4 0 43 12 16 15 4 2
split_gain=2.04327e-05 4.97191e-05 4.71223e-05 5.44409e-05 3.46627e-05 5.28403e-05 4.57778e-05 3.80311e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 -0.19424999999999998 0.079360000000000014 -1.0000000180025095e-35 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=-0.00026800386359978587 -0.00056825412473307589 0.00039357026098193722 -0.00018215885991982304 4.5547927195906793e-05 0.00050988046998181604 -0.00026061620899801591 -0.00021590762736943149 0.000292368614286409
leaf_weight=0.0010264796508633331 0.0011646129383157092 0.0012190517960227699 0.001745287164511649 0.0010623115707559133 0.0015171228470534349 0.0010012543245437695 0.0010019798465497568 0.0013006739239995555
leaf_count=208 836 252 354 348 355 1028 171 358
internal_value=0 2.24726e-05 -2.89745e-05 -0.000275452 5.46166e-05 0.000140333 0.000245431 7.11966e-05
internal_weight=0 0.0100123 0.00879324 0.00222692 0.00656632 0.00482103 0.00381978 0.00230265
internal_count=3910 3702 3450 1184 2266 1912 884 529
is_linear=0
shrinkage=0.00196078


Tree=6679
num_leaves=8
num_cat=0
split_feature=50 160 49 42 4 1 13
split_gain=1.20036e-05 2.63645e-05 3.60041e-05 2.18847e-05 3.3784e-05 4.10925e-05 3.09244e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 0.0057500000000000008 0.10647000000000001 -0.0041499999999999983
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=0.012275154498746218 -0.010298320115244633 0.01493901971239766 0.0031910446706410554 -0.013576967364224691 0.020380859737850199 -0.0066592081929794031 -0.020900269405167728
leaf_weight=0.0017163190907569965 0.001026102427170745 0.0011304602612208572 0.0010017029688094282 0.001850910995792327 0.001218120526668342 0.0010434269908696167 0.00113829659458797
leaf_count=804 715 220 406 855 225 190 495
internal_value=0 0.00111108 -0.00148425 -0.00445361 -0.00061712 0.00790518 -0.00962347
internal_weight=0 0.00909924 0.00738292 0.00625246 0.00440155 0.00226155 0.00214
internal_count=3910 3195 2391 2171 1316 415 901
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=7
num_cat=0
split_feature=15 151 2 13 2 12
split_gain=1.15501e-05 3.41811e-05 3.83388e-05 5.20487e-05 4.00189e-05 4.57723e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.095195000000000016 -0.0016149999999999999 0.086545000000000025 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.007654389888760567 0.017571800060774866 -0.013278036913851106 0.003794172792059194 -0.023390938083949087 0.017450411672328539 0.012102318865117069
leaf_weight=0.0016643331166728862 0.0011391140380564713 0.0016433665166530212 0.001369177456481093 0.0014502924875811943 0.0015879991047895422 0.001251860491728953
leaf_count=614 487 553 483 388 688 697
internal_value=0 0.0014604 -0.00105274 -0.0101894 0.00469327 -0.00230388
internal_weight=0 0.00844181 0.0073027 0.00281947 0.00448323 0.00289523
internal_count=3910 3296 2809 871 1938 1250
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=7
num_cat=0
split_feature=1 4 2 2 1 15
split_gain=1.15916e-05 3.12943e-05 1.61545e-05 3.34408e-05 2.78859e-05 3.9323e-05
threshold=0.076710000000000014 -0.082054999999999975 0.11462500000000002 0.09142500000000002 0.092550000000000007 -0.066534999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.0042344615865914014 0.014167841870699985 -0.014623759311274964 0.01177990248910761 -0.013483037776155114 -0.017137792570463158 0.010741082568680534
leaf_weight=0.0018666593174245386 0.0017023247570673991 0.0016647307252311422 0.0014466877534615123 0.001380915353969391 0.0010119129784969499 0.0010118327912181017
leaf_count=521 539 1487 413 345 308 297
internal_value=0 -0.00465548 0.00245166 -0.000190806 0.00473542 -0.00319891
internal_weight=0 0.00353139 0.00655367 0.00510699 0.00372607 0.00202375
internal_count=3910 2008 1902 1489 1144 605
is_linear=0
shrinkage=0.1


Tree=6682
num_leaves=9
num_cat=0
split_feature=50 4 40 47 151 1 2 2
split_gain=1.04154e-05 2.12969e-05 3.46223e-05 4.41364e-05 3.31316e-05 7.22043e-05 2.95959e-05 2.41159e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 -0.024429999999999997 0.087720000000000006 0.087075000000000014 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.017862490267049981 -0.0095962253005009296 0.014105960424857254 0.013652304272246667 0.021196783555721427 0.017569152462034443 -0.022729073115184621 -0.013820257991468894 0.0072626218775857414
leaf_weight=0.0010297247982820361 0.0010232531444806453 0.0010974922580246479 0.0011606406983684023 0.0010022661024143642 0.0010139318725459513 0.0015719018400966352 0.0010694745791709418 0.0011012094064141557
leaf_count=274 715 396 282 228 615 416 602 382
internal_value=0 0.00104804 -0.000754786 0.00179112 -0.00149587 -0.00519218 0.0034639 -0.0031247
internal_weight=0 0.00904664 0.00794915 0.00691942 0.00591716 0.00475652 0.00318462 0.00217068
internal_count=3910 3195 2799 2525 2297 2015 1599 984
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=7
num_cat=0
split_feature=1 4 150 16 16 13
split_gain=1.05359e-05 2.41648e-05 2.35832e-05 3.51521e-05 3.52715e-05 1.59836e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.0052269399315206452 -0.017188764764485793 -0.012024866622909303 0.013937612539372164 0.015285324700974321 -0.0049908664646143713 0.011880879300693765
leaf_weight=0.001094874908957714 0.0010202219219354355 0.0019421159703282322 0.0014145207511756484 0.001530261576766861 0.0019526921514325876 0.0010896055735290743
leaf_count=430 255 1579 348 433 665 200
internal_value=0 -0.00390905 0.00267395 -0.000864154 0.00391763 0.00330634
internal_weight=0 0.0041266 0.0059177 0.00450318 0.00348295 0.00218448
internal_count=3910 2209 1701 1353 1098 630
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 43
split_gain=1.03324e-05 2.24162e-05 4.21813e-05 5.07464e-05 6.38368e-05 7.74853e-05 4.1843e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10498500000000001 -0.073139999999999983 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.01044012346694732 -0.0095699562195466353 -0.014599399675468781 0.024895137515266182 -0.010954780028011382 0.031291681702662909 -0.015599226845124018 0.0099481778816040076
leaf_weight=0.0014282860968741823 0.0010193801446586022 0.0011307519388731851 0.0012860568956487403 0.0013434827498621932 0.0011792901051496723 0.0015499601970741571 0.0010933404455268716
leaf_count=875 715 481 412 220 459 552 196
internal_value=0 0.001052 0.00321662 0.00633892 0.0108869 0.0047629 -0.00503213
internal_weight=0 0.00901117 0.00758288 0.00645213 0.00510865 0.00392936 0.0026433
internal_count=3910 3195 2320 1839 1619 1160 748
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=8
num_cat=0
split_feature=12 4 43 133 52 16 1
split_gain=1.09215e-05 4.50688e-05 3.33984e-05 4.56566e-05 3.58815e-05 6.53372e-05 4.47347e-05
threshold=0.092365000000000017 0.08734500000000002 -0.092084999999999986 0.05306000000000001 -0.074484999999999982 -0.19424999999999998 0.094165000000000013
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.014939862491689932 -0.015944623397669309 0.010998911537489256 -0.013205467435465787 0.024198136228131367 -0.013012793100985584 0.0046871987869250668 0.031184100642314867
leaf_weight=0.0010107865295325754 0.001611852496016101 0.0010097278984356542 0.0013405691762783199 0.0010040629049068786 0.001276263350537887 0.0017439643177542912 0.0010039790588970557
leaf_count=366 979 198 375 686 285 827 194
internal_value=0 -0.00556705 0.00194689 0.00462696 0.000964047 0.00568429 0.014368
internal_weight=0 0.00262158 0.00737963 0.00636884 0.00536478 0.00402421 0.00274794
internal_count=3910 1177 2733 2367 1681 1306 1021
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=9
num_cat=0
split_feature=4 0 43 160 49 52 16 4
split_gain=4.78818e-05 7.78453e-05 4.15182e-05 3.62188e-05 4.52291e-05 4.13699e-05 6.65687e-05 3.35437e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 1.0000000180025095e-35 -0.048794999999999991 -0.088144999999999987 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -7 -2
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00041004690540767734 -0.00049269890988539529 0.0005369578049111473 0.00050138648159109072 -0.00026555001957835508 -0.00025622353624695784 0.00031710496076047028 -0.00024667300457747776 -3.3516858457588804e-05
leaf_weight=0.0010284119161165358 0.0011193719898607291 0.0010598681488339741 0.0012812843385556251 0.0011261851664181345 0.0010096300810422633 0.0019713342492523999 0.0013612316527827559 0.0013484906693973396
leaf_count=192 914 223 253 217 387 550 874 300
internal_value=0 3.37054e-05 -2.41606e-05 5.54116e-05 0.000119689 0.000201948 8.68222e-05 -0.000241792
internal_weight=0 0.0102774 0.00921753 0.00674967 0.00562348 0.00461385 0.00333257 0.00246786
internal_count=3910 3718 3495 2281 2064 1677 1424 1214
is_linear=0
shrinkage=0.00196078


Tree=6687
num_leaves=9
num_cat=0
split_feature=2 48 1 2 4 42 1 2
split_gain=3.85863e-05 3.36816e-05 6.98635e-05 5.1898e-05 5.3347e-05 6.12626e-05 9.86915e-05 5.79978e-05
threshold=-1.0000000180025095e-35 0.091555000000000011 0.11097000000000001 0.11260500000000001 -0.08422499999999998 0.086325000000000013 0.092010000000000022 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=0.00036121649336966373 -0.00045575898288383987 0.00048556766774525564 -0.00020754745879155554 0.00023200985099167479 0.00057787414658957027 -0.00041936349097984078 -0.00041207687210628242 -2.8689664843917366e-05
leaf_weight=0.0010098391524047219 0.0018441834457334138 0.0012364766598586337 0.0010206167883237247 0.0014976472474646074 0.0012873842684981121 0.0013540129337665675 0.0011153515975186054 0.0011451827860018914
leaf_count=280 633 302 150 484 365 928 201 567
internal_value=0 -4.00739e-05 0.000172154 -9.81806e-05 -0.000171483 -6.45344e-05 7.08812e-05 0.000292321
internal_weight=0 0.0105009 0.00225709 0.00824376 0.00674612 0.00490193 0.00354792 0.00243257
internal_count=3910 3630 452 3178 2694 2061 1133 932
is_linear=0
shrinkage=0.00196078


Tree=6688
num_leaves=8
num_cat=0
split_feature=52 160 12 0 3 2 2
split_gain=1.16649e-05 2.7735e-05 3.17492e-05 4.87314e-05 4.81577e-05 2.31984e-05 4.65653e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 -0.10209999999999998 -0.078884999999999997 0.085355000000000014 0.097940000000000013
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.01705945638481551 -0.016235959157391053 -0.0087483140182441962 -0.010438898715694448 0.00058399407903435968 0.029497904212228688 -0.015356281433181974 0.013286546800526811
leaf_weight=0.0010557065045082824 0.0011957803683595846 0.0014219487927789403 0.0017752871505283085 0.0011722795387055607 0.0011325639921511382 0.0011232143522445959 0.001147383687314566
leaf_count=317 924 282 634 659 221 377 496
internal_value=0 -0.00243264 0.000567271 0.00581015 0.0147918 0.00481199 -0.000882423
internal_weight=0 0.00669786 0.00550208 0.00372679 0.00230484 0.0033263 0.0022706
internal_count=3910 2720 1796 1162 880 1190 873
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=8
num_cat=0
split_feature=50 160 42 49 1 1 52
split_gain=1.11028e-05 2.2815e-05 3.37257e-05 3.39257e-05 5.60813e-05 4.31255e-05 6.54403e-05
threshold=0.086465000000000014 -0.081519999999999995 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 0.091845000000000024 0.048490000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.013746880860632908 -0.0099455981177125081 -0.015917860091907318 0.014137651407633862 -0.021775995022855252 -0.02031621620369611 0.021111441231041778 0.011052803453403419
leaf_weight=0.0012301037335724456 0.0010137137758136098 0.0012553715227546442 0.0016974905169234228 0.0010635213281257527 0.0012716633445912029 0.0010545178813739214 0.0014151923917986534
leaf_count=564 715 803 339 555 324 264 346
internal_value=0 0.0010943 -0.00091195 0.00198514 -0.00230814 0.00417323 -0.00303278
internal_weight=0 0.00898786 0.00775776 0.00650239 0.00480489 0.00353323 0.00247871
internal_count=3910 3195 2631 1828 1489 1165 901
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=9
num_cat=0
split_feature=52 16 12 133 43 4 2 3
split_gain=2.55603e-05 3.41229e-05 5.61563e-05 4.40942e-05 4.99646e-05 7.91244e-05 6.81034e-05 5.60427e-05
threshold=0.16064500000000001 0.081265000000000018 0.091405000000000014 0.065880000000000008 -0.0037249999999999996 -0.076329999999999995 0.11230000000000001 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00031740035216092712 -0.00030749609432978236 -0.00047913001479854404 8.3244941254629595e-05 0.00041416750188983265 0.00054126772518286103 -0.00010199522488418743 -0.00045635635399031064 0.00049052443664535962
leaf_weight=0.001326235531984978 0.0010019661933775891 0.0012234244152810885 0.0015444627553201965 0.0013236667908694101 0.0012312984087534556 0.0015138056911534695 0.0010444899877957727 0.0010321947293768126
leaf_count=850 475 321 355 934 288 354 228 105
internal_value=0 2.06434e-05 -0.000165329 8.95367e-05 1.96438e-05 0.000112348 -3.47428e-05 0.000138223
internal_weight=0 0.0102396 0.00276789 0.00747169 0.00614802 0.00482179 0.00359049 0.002546
internal_count=3910 3435 676 2759 1825 975 687 459
is_linear=0
shrinkage=0.00196078


Tree=6691
num_leaves=10
num_cat=0
split_feature=52 4 2 47 2 160 160 16 3
split_gain=2.01063e-05 2.75908e-05 8.60725e-05 4.36057e-05 4.79359e-05 5.43238e-05 5.90774e-05 8.81411e-05 6.5338e-06
threshold=0.16064500000000001 0.15927500000000003 0.10796500000000002 0.09550500000000002 0.11085000000000002 -0.026849999999999995 0.08234000000000001 -0.078844999999999985 -0.013944999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.00023843938079350785 -0.00027070251951395735 0.00056919591597999388 -0.00017026226738125721 0.00033864096190109266 0.00026776212799335756 3.8359394718681382e-06 0.00010092925875570468 -0.00054682684683850322 -0.00077085001378864287
leaf_weight=0.0010084172189320159 0.0010142427783132847 0.0012167685616752675 0.0012040867166618744 0.0010205572488261499 0.0011478567578926237 0.0012555970604616763 0.0012299885432250635 0.001001034654493502 0.0010011286672571697
leaf_count=447 475 243 293 258 337 770 352 615 120
internal_value=0 1.892e-05 0.000201404 -3.87175e-05 -9.66817e-05 -0.000172795 -0.000265201 -0.000403436 -0.000658844
internal_weight=0 0.0100854 0.00242086 0.00766458 0.00664402 0.00549617 0.00448775 0.00325776 0.00200216
internal_count=3910 3435 536 2899 2641 2304 1857 1505 735
is_linear=0
shrinkage=0.00196078


Tree=6692
num_leaves=8
num_cat=0
split_feature=42 3 3 43 0 15 16
split_gain=1.1604e-05 1.96188e-05 8.57236e-05 3.36139e-05 3.01473e-05 2.90714e-05 3.10214e-05
threshold=-0.088669999999999985 -0.11266 -0.078884999999999997 -0.057994999999999998 -0.072864999999999985 -0.092459999999999987 -0.09601999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.0087847124245184118 0.0086464373211167199 -0.02777394974531612 0.017562575437245521 0.0066341948829213336 -0.017055341323040318 0.01228340519983542 -0.017177389192170957
leaf_weight=0.0012981213512072128 0.0016026618851428106 0.0012162529048057261 0.0010545064878847137 0.001077636424266044 0.0010588221669901431 0.0015986586104521031 0.0011113777580499728
leaf_count=480 368 1418 582 196 351 384 131
internal_value=0 -0.00134931 -0.00360015 0.0013823 -0.00213823 0.00203176 -0.00545511
internal_weight=0 0.00871992 0.00711725 0.005901 0.00484649 0.00378767 0.00218901
internal_count=3910 3430 3062 1644 1062 711 327
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=7
num_cat=0
split_feature=52 0 1 3 49 2
split_gain=1.17568e-05 3.36354e-05 5.56551e-05 7.39223e-05 3.71248e-05 3.21601e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.092005000000000017 -0.00064499999999999985 0.081110000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.017881071669478592 -0.0086351316440279758 0.014014762220965538 -0.016297252738245224 0.027907231261635825 -0.0089483337917537209 0.012405028525495724
leaf_weight=0.0011094593134551261 0.0013711462877371268 0.0016833483094448208 0.0019057128467440581 0.0010132446553694358 0.0011987588155841589 0.0017134914670541414
leaf_count=438 647 378 429 128 474 1416
internal_value=0 0.00133365 -0.00174196 0.00376717 -0.00231476 0.00361542
internal_weight=0 0.00862402 0.00694067 0.00503495 0.00402171 0.00291225
internal_count=3910 3263 2885 2456 2328 1890
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=9
num_cat=0
split_feature=4 0 15 43 3 52 16 2
split_gain=2.32604e-05 5.60628e-05 3.2817e-05 4.37292e-05 5.9131e-05 4.53115e-05 6.95046e-05 1.86086e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.088615000000000013 -0.079374999999999987 -0.074234999999999982 -0.074484999999999982 -0.19424999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8
right_child=1 -3 -4 4 5 6 7 -9
leaf_value=-0.00029345535326552195 -0.00023826436424982634 0.00045383273636312178 -0.00031602182542352666 0.00044545715350411205 -0.0003380815105611513 -0.00028756000267377479 0.00013524341114612491 0.00050800032055832586
leaf_weight=0.0010100340400950496 0.0019181977840923934 0.001022583178166823 0.0013218341554315461 0.0014544386598429448 0.0011860522706577826 0.0010956039968314829 0.0010184635604386337 0.0010413841728860976
leaf_count=192 1025 223 838 853 195 228 109 247
internal_value=0 1.86841e-05 -3.05608e-05 1.83535e-05 0.000103283 -1.13487e-05 0.000111462 0.000323696
internal_weight=0 0.0100586 0.00903597 0.00771414 0.00579594 0.0043415 0.00315545 0.00205985
internal_count=3910 3718 3495 2657 1632 779 584 356
is_linear=0
shrinkage=0.00196078


Tree=6695
num_leaves=9
num_cat=0
split_feature=50 157 51 2 2 48 3 4
split_gain=2.52485e-05 3.99567e-05 4.29172e-05 4.199e-05 3.87939e-05 0.000131763 4.12611e-05 3.28666e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.032189999999999989 0.086545000000000025 0.113945 0.08346000000000002 -0.069909999999999986 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00038910276714280013 -0.0003073352602060731 -0.0003671007129392682 -0.00042813792664624973 -0.00025823022803135923 -0.00016464392088604983 0.00066384316755481085 0.00022183120262843356 4.1678612917971574e-05
leaf_weight=0.001010035600617072 0.0010017539468158603 0.0012027799712009046 0.0011519352750583227 0.0015542392137963201 0.0014013917904019514 0.0015744719074610573 0.0012355480268994156 0.0011380543304260623
leaf_count=361 689 442 799 664 340 266 148 201
internal_value=0 1.87871e-05 -2.1612e-05 2.99726e-05 0.000119189 0.00021033 -4.56194e-05 -0.000194654
internal_weight=0 0.0102685 0.00925842 0.00805564 0.00576565 0.00436426 0.00278979 0.00228999
internal_count=3910 3221 2860 2418 1418 1078 812 1000
is_linear=0
shrinkage=0.00196078


Tree=6696
num_leaves=8
num_cat=0
split_feature=4 0 47 4 150 4 16
split_gain=2.09294e-05 4.07275e-05 3.76182e-05 3.81664e-05 3.86448e-05 5.40682e-05 2.18591e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.087850000000000025 -0.06272999999999998 0.086420000000000011 1.0000000180025095e-35 -0.064504999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4
right_child=1 -3 6 4 -6 -7 -8
leaf_value=-0.0002761049938346083 -0.00018326584269302422 0.00035203495516181952 -5.9829860108080088e-05 0.00064658427690334028 -0.00010975998299638986 8.8208527241256642e-05 -0.00043194114652784067
leaf_weight=0.0010415964113901525 0.0019141991149513914 0.0012177938073563458 0.0012673133398624819 0.0010058576578746595 0.001495186556586159 0.0019775130132385185 0.0011647743417991336
leaf_count=208 1252 252 204 683 358 712 241
internal_value=0 1.58977e-05 -3.04879e-05 4.84746e-05 0.000147524 0.000276468 -0.000238041
internal_weight=0 0.0100426 0.00882484 0.00639276 0.00447856 0.00298337 0.00243209
internal_count=3910 3702 3450 3005 1753 1395 445
is_linear=0
shrinkage=0.00196078


Tree=6697
num_leaves=8
num_cat=0
split_feature=4 0 51 47 4 150 4
split_gain=1.73881e-05 5.77227e-05 3.74403e-05 3.11988e-05 3.89406e-05 3.63731e-05 4.97193e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.07174999999999998 0.087850000000000025 -0.078484999999999985 0.086420000000000011 -1.0000000180025095e-35
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=-0.00025475910337065033 -0.00032781163678015287 0.00041734413488380849 -0.00023048374163630447 -0.00020547204248149949 0.00062043404524523128 -8.6094008690926226e-05 9.3520738399086042e-05
leaf_weight=0.0010289047499945367 0.001469011401640052 0.0011938827979154189 0.0011430450812760567 0.0018317298400882523 0.0011405304070610295 0.0013670424975726647 0.0017371998632410115
leaf_count=208 535 252 856 359 847 250 603
internal_value=0 1.3081e-05 -4.24682e-05 1.55926e-05 9.07493e-05 0.000177252 0.000302352
internal_weight=0 0.00988244 0.00868856 0.00721955 0.00538782 0.00424477 0.00287773
internal_count=3910 3702 3450 2915 2556 1700 1450
is_linear=0
shrinkage=0.00196078


Tree=6698
num_leaves=8
num_cat=0
split_feature=1 4 0 4 0 2 43
split_gain=1.20863e-05 3.20772e-05 2.97563e-05 3.32159e-05 4.33303e-05 2.83872e-05 4.20478e-05
threshold=0.11235500000000002 0.18622000000000002 -0.23029999999999998 -1.0000000180025095e-35 -0.10209999999999998 0.085355000000000014 0.0050750000000000005
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=0.012930427848127141 -0.0044918076332843499 0.018675660775370109 0.012955972710128464 -0.02950449402206904 -0.0017928443514936534 -0.013478081697182993 0.011726324563510866
leaf_weight=0.0011347758315266489 0.0013056495660095182 0.0011021141290591661 0.0012950614042207967 0.0010322489101486027 0.0012445175789172888 0.0019264432537271442 0.0010083517797318661
leaf_count=122 281 350 958 235 506 1201 257
internal_value=0 0.00611272 -0.00201217 -0.00461821 -0.0143569 0.000623728 -0.00481822
internal_weight=0 0.00240776 0.0076414 0.00650662 0.00227677 0.00422986 0.0029348
internal_count=3910 631 3279 3157 741 2416 1458
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=9
num_cat=0
split_feature=4 0 42 15 16 16 15 4
split_gain=2.7089e-05 6.74228e-05 2.66897e-05 9.93271e-05 4.89489e-05 0.000101958 9.38814e-05 6.68994e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.091230000000000019 0.085285000000000014 -0.43346499999999993 -0.09601999999999998 -0.0063699999999999989 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00031482527323757278 -0.00036825388975271072 0.00049581899030678859 0.00019072891803315447 -0.00061256267414975998 0.00061081988733015225 -0.00064098380456537984 0.00038870882856169411 -2.1989166182975793e-05
leaf_weight=0.001012827454734795 0.0010749129341138591 0.0010352038136773019 0.0016925781476431227 0.0011489765898582208 0.0011384694858355172 0.0010531479324733561 0.0012930919514282206 0.0018513669087311722
leaf_count=192 256 223 838 754 260 712 368 307
internal_value=0 2.12594e-05 -3.18358e-05 -8.16652e-05 1.34822e-05 9.03801e-05 -5.07729e-05 -0.00024643
internal_weight=0 0.0102877 0.00925254 0.00755997 0.00641099 0.00533608 0.00419761 0.00290451
internal_count=3910 3718 3495 2657 1903 1647 1387 1019
is_linear=0
shrinkage=0.00196078


Tree=6700
num_leaves=8
num_cat=0
split_feature=1 52 42 13 2 48 16
split_gain=1.09454e-05 3.04696e-05 2.95607e-05 5.44939e-05 3.77997e-05 2.88943e-05 2.48932e-05
threshold=0.12864500000000004 0.11401500000000002 0.084100000000000022 -0.010739999999999998 0.085805000000000006 0.087770000000000015 -0.088144999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
leaf_value=0.020481069889989646 0.0092112712485230997 -0.016979126082644718 0.0028295260694311802 0.011237532139899193 -0.017843163972866349 0.0041114627950757368 -0.0181645138844156
leaf_weight=0.0015934169091690242 0.0011286660435298025 0.0010810613323174604 0.0010319164018565276 0.0014805772508750814 0.0014788947568202863 0.0010080784788151493 0.0012476747979415577
leaf_count=595 331 580 312 383 615 151 943
internal_value=0 -0.00124076 0.000929253 0.00486056 -0.00141282 -0.008944 -0.00866101
internal_weight=0 0.00892162 0.00784056 0.00556097 0.00396755 0.00248697 0.00227959
internal_count=3910 3579 2999 1744 1149 766 1255
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=9
num_cat=0
split_feature=403 13 16 133 42 2 2 0
split_gain=4.57498e-05 5.82378e-05 8.51631e-05 7.66033e-05 6.66039e-05 8.85431e-05 7.24577e-05 9.18035e-06
threshold=0.088015000000000024 0.11202500000000001 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0001468360513780507 -0.00040658728972314356 0.00039857099433476074 -0.00042617312818259422 0.00046417613597679944 -0.00047323795166633211 -0.00032314122002117867 0.00060367162906492153 -0.00011461002422844721
leaf_weight=0.0010023887142858929 0.0010244433939669692 0.0014087627857382211 0.0016971815010179666 0.0014547488714929746 0.0011005744187750728 0.0015771994337987968 0.0012948673013158198 0.0010649551429947942
leaf_count=107 343 237 522 1063 663 254 246 475
internal_value=0 2.73354e-05 -2.95606e-05 6.02523e-05 -3.7034e-05 6.01588e-05 0.000239963 1.21568e-05
internal_weight=0 0.0106007 0.00919192 0.00749473 0.00603999 0.00493941 0.00336221 0.00206734
internal_count=3910 3567 3330 2808 1745 1082 828 582
is_linear=0
shrinkage=0.00196078


Tree=6702
num_leaves=10
num_cat=0
split_feature=4 0 156 151 49 0 12 1 16
split_gain=6.06589e-05 8.25599e-05 3.99849e-05 3.03676e-05 6.07917e-05 8.43993e-05 6.65427e-05 5.40845e-05 5.37918e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 0.083820000000000019 -0.076429999999999984 -0.07107999999999999 -0.21145499999999998 0.086865000000000012 0.095575000000000007 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -8
right_child=1 -3 -4 4 5 6 8 -9 -10
leaf_value=-0.0004657610345976413 0.00028333124414416674 0.00054044898258770501 -0.00038664991244423213 -0.00046056989236028053 0.00053076787373353054 -0.00060233093091927091 0.00041823308733709617 -1.8247197628668394e-05 -0.0001582068266397089
leaf_weight=0.0010165734415882874 0.001414536905823968 0.0011150067233083273 0.0010380870277371815 0.0010764665449293602 0.0011213450052090001 0.0011593538920216934 0.0013841411584765918 0.0012851706469815978 0.0011309400790514637
leaf_count=176 440 239 419 152 67 620 443 263 1091
internal_value=0 3.5394e-05 -2.32051e-05 2.0809e-05 -3.10738e-05 4.49567e-05 -6.4883e-05 -0.000295258 0.000159029
internal_weight=0 0.010725 0.00961004 0.00857195 0.00715742 0.00608095 0.00495961 0.00244452 0.00251508
internal_count=3910 3734 3495 3076 2636 2484 2417 883 1534
is_linear=0
shrinkage=0.00196078


Tree=6703
num_leaves=8
num_cat=0
split_feature=43 12 52 52 16 16 16
split_gain=1.1771e-05 4.7409e-05 4.2157e-05 4.01548e-05 4.53778e-05 3.52977e-05 2.95222e-05
threshold=-0.074254999999999988 0.089995000000000006 -0.088779999999999984 -0.074484999999999982 -0.19424999999999998 -0.083144999999999983 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=0.021068291253231428 -0.013736565515058217 -0.01793990029836709 0.0081384055195252176 -0.0086457060264470802 0.028213382607964833 0.0048895827942268162 -0.014591469971600934
leaf_weight=0.0010768365469281524 0.0012267009669352626 0.0015335044141777067 0.001173710801108189 0.0012663621671196688 0.0010879992022699186 0.0016075641516280225 0.0011135450589871655
leaf_count=433 285 922 497 269 384 494 626
internal_value=0 -0.00249232 0.00475343 0.00207323 0.00696829 0.0143037 -0.00292758
internal_weight=0 0.00672213 0.00336409 0.00518863 0.00396193 0.00269556 0.00228726
internal_count=3910 2354 1556 1432 1147 878 1123
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=10
num_cat=0
split_feature=4 15 12 52 47 12 15 457 0
split_gain=2.05608e-05 8.0544e-05 3.30276e-05 4.79517e-05 4.97995e-05 7.56595e-05 7.06113e-05 4.01758e-05 2.25823e-05
threshold=0.24280000000000004 -0.14487999999999998 0.10129000000000001 -0.11271999999999999 0.087850000000000025 0.089745000000000005 0.079360000000000014 0.084485000000000018 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00036220468246268497 0.00051142446728499294 -0.00023550141196063937 -0.00037408242511538693 0.00051511238404175898 -0.00032093961072211401 0.00054615888110755479 -0.00040829252639045351 -0.00015958329254587861 0.00011233575296729835
leaf_weight=0.0012050961538060878 0.0011973008416214699 0.0010347644086275678 0.001037809401149818 0.0010710506192374634 0.0010902181394495773 0.0013271428812238412 0.0011377338456582749 0.0010162797941622478 0.0010696650286607019
leaf_count=548 348 201 428 177 231 654 691 147 485
internal_value=0 0.000165157 -4.51834e-05 -2.07033e-06 6.25886e-05 0.000136964 1.0516e-05 0.000161448 0.000313854
internal_weight=0 0.00223207 0.008955 0.00791719 0.00671209 0.00562187 0.00429473 0.003157 0.00214072
internal_count=3910 549 3361 2933 2385 2154 1500 809 662
is_linear=0
shrinkage=0.00196078


Tree=6705
num_leaves=9
num_cat=0
split_feature=50 4 40 160 12 0 3 2
split_gain=1.12508e-05 2.55366e-05 2.72186e-05 3.57608e-05 7.71308e-05 7.09388e-05 4.92906e-05 6.53889e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.076734999999999984 -0.015794999999999997 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.016056379919132984 -0.010029777381486714 0.015309926426021182 0.032884237270190346 -0.013053823460971276 -0.028294949560009865 0.0063228302875036769 0.024194332351354614 -0.011361295176613266
leaf_weight=0.0010342920184097616 0.0010192903268232629 0.0011031762909007982 0.0010556882984829236 0.0013824384312281588 0.0010344318305419427 0.0013838605010736728 0.0010294445871503058 0.0010395406072132331
leaf_count=274 715 396 621 308 820 508 81 187
internal_value=0 0.00105142 -0.000924743 0.00133513 0.00492379 -0.00848503 0.0153013 0.00632977
internal_weight=0 0.00906287 0.0079597 0.0069254 0.00554297 0.00241829 0.00312467 0.00206899
internal_count=3910 3195 2799 2525 2217 1328 889 268
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=8
num_cat=0
split_feature=43 12 1 3 0 3 1
split_gain=1.02163e-05 3.77077e-05 2.9861e-05 7.01486e-05 2.67491e-05 4.57947e-05 2.78558e-05
threshold=-0.15109999999999998 0.092365000000000017 0.10113500000000002 0.12046500000000002 -0.10071499999999999 -0.083144999999999983 0.086720000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.0074415108877762459 0.016618479911505633 -0.013762782558212523 0.028696945280961714 -0.0063576941369436939 0.0036961819647821888 -0.025758972588248153 -0.0059083792580717429
leaf_weight=0.0015372840688476488 0.0010639514843076652 0.0019165999003937272 0.0011580493817344802 0.0011258370369299794 0.0010752484090800359 0.0010367677054611869 0.0011339845227240075
leaf_count=340 236 1001 409 223 838 757 106
internal_value=0 -0.00141632 0.00217237 0.0114168 -0.00272637 -0.0107631 0.00499616
internal_weight=0 0.00851044 0.00659384 0.00228389 0.00430995 0.00211202 0.00219794
internal_count=3910 3570 2569 632 1937 1595 342
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=9
num_cat=0
split_feature=13 39 48 457 1 1 0 43
split_gain=1.09736e-05 2.81892e-05 4.21737e-05 4.31856e-05 3.19022e-05 6.7035e-05 2.59568e-05 4.53993e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10911000000000001 0.082870000000000013 0.11198000000000001 0.092550000000000007 -0.10071499999999999 -0.082484999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.008751861928204081 0.011437395456885454 0.014168280220858002 -0.022427827356132551 0.017434231601208446 0.011923128512668441 -0.029416877707320252 0.0091078475233170569 -0.018845628515848166
leaf_weight=0.0012399305124891078 0.0011432617142055537 0.0010390864519724584 0.0010100215316760624 0.0011179380257350883 0.0010188180514358255 0.0010807814229189172 0.0010143825825434916 0.0013599098033754667
leaf_count=210 280 419 151 214 217 408 593 1418
internal_value=0 -0.00129772 -0.00337264 -0.000515049 -0.00408735 -0.00763467 -0.000942012 -0.0069029
internal_weight=0 0.0087842 0.00774511 0.00673509 0.00561715 0.00459834 0.00351755 0.00237429
internal_count=3910 3700 3281 3130 2916 2699 2291 2011
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=8
num_cat=0
split_feature=49 2 52 12 16 3 16
split_gain=1.07144e-05 3.2358e-05 3.45652e-05 4.09619e-05 3.01044e-05 2.50443e-05 1.66324e-05
threshold=0.10447000000000002 0.11260500000000001 0.090300000000000005 0.088325000000000015 -0.0017249999999999998 -0.082204999999999986 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-0.010307073294172929 0.0095390539801399454 0.011480645622636593 -0.01689368792727132 -4.7333244850726827e-05 -0.021202422777084153 0.021923265601718624 0.0059540802008801715
leaf_weight=0.0010984867426850962 0.0010434042918527489 0.001649675725410962 0.0016234825582456527 0.0010466818787249429 0.0010338800597424315 0.0010287932510768031 0.0014717171816482203
leaf_count=277 378 501 730 477 367 427 753
internal_value=0 -0.00116864 -0.00402598 -0.000347784 -0.00679236 0.0108433 -0.00099582
internal_weight=0 0.00895272 0.00730304 0.00567956 0.00360408 0.00207548 0.0025702
internal_count=3910 3532 3031 2301 1397 904 1030
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=8
num_cat=0
split_feature=0 4 51 2 2 13 12
split_gain=2.70873e-05 6.74538e-05 4.28678e-05 3.39931e-05 7.92814e-05 3.22338e-05 4.41142e-05
threshold=-0.017269999999999997 -0.48072499999999996 -0.07174999999999998 0.099015000000000006 0.113945 -0.014114999999999997 0.086865000000000012
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=-0.00035336160869331608 -0.00017930799468108023 0.00050229142297464791 -0.00030348093830016669 0.0006025769298327226 -8.7587248893674049e-05 -0.00014854685849561953 0.0003534111225051571
leaf_weight=0.0015133635907125442 0.0010353574209410088 0.0012113152752618634 0.0017384973373274783 0.0010579528274752979 0.001619505227230159 0.0018510252717239477 0.0010578209998012593
leaf_count=545 194 252 1401 334 400 289 495
internal_value=0 0.000188183 -5.29334e-05 9.13757e-06 0.00018512 -9.22504e-05 3.39934e-05
internal_weight=0 0.00224667 0.00883817 0.0073248 0.00267746 0.00464734 0.00290885
internal_count=3910 446 3464 2919 734 2185 784
is_linear=0
shrinkage=0.00196078


Tree=6710
num_leaves=8
num_cat=0
split_feature=0 43 12 16 52 52 52
split_gain=1.19647e-05 3.26552e-05 3.03629e-05 2.26011e-05 3.50925e-05 3.04497e-05 6.92353e-06
threshold=-0.017269999999999997 -0.079374999999999987 0.090385000000000007 -0.19424999999999998 1.0000000180025095e-35 -0.062489999999999997 0.091210000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -2
right_child=6 3 -4 4 -6 -7 -8
leaf_value=-0.025051856399154849 0.012504317100370622 -0.008294882136399272 -0.00050696984493415803 0.0077435867588055117 0.020384460774587717 -0.012487967968531652 0.00084792066545649823
leaf_weight=0.0010094807014921446 0.0010386760271763251 0.0015849436468832034 0.001006482656415858 0.0019911455184133987 0.0011790678589472412 0.0011876314566865312 0.0010003027280063807
leaf_count=794 354 354 390 457 891 578 92
internal_value=0 -0.00179983 -0.0127977 0.00193095 0.00565008 0.000184821 0.0067858
internal_weight=0 0.00795875 0.00201596 0.00594279 0.00435784 0.00317878 0.00203898
internal_count=3910 3464 1184 2280 1926 1035 446
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=8
num_cat=0
split_feature=47 43 16 16 4 52 0
split_gain=2.07675e-05 3.98146e-05 6.98712e-05 4.85912e-05 5.37744e-05 3.01807e-05 5.0986e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 -0.0040999999999999986 -0.048794999999999991 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00035514686446074385 -0.00026853668926037874 -0.00031183185489173725 -0.00039860479901173123 0.00038102982725576521 0.00039459240350054583 -0.00019788783467731712 0.00034782287119039843
leaf_weight=0.0012000347246741818 0.0010583558280402869 0.0017302448188289861 0.0015802018613030365 0.0014248062291566544 0.0010142210256225107 0.0018094663647838759 0.0010346091274091415
leaf_count=261 179 1399 494 643 122 371 441
internal_value=0 2.05904e-05 -2.61283e-05 5.77957e-05 -2.46133e-05 0.000104189 6.29145e-07
internal_weight=0 0.00979358 0.00859355 0.00701335 0.00558854 0.0038583 0.00284408
internal_count=3910 3731 3470 2976 2333 934 812
is_linear=0
shrinkage=0.00196078


Tree=6712
num_leaves=9
num_cat=0
split_feature=11 13 39 1 4 16 1 0
split_gain=2.48797e-05 3.00722e-05 8.46832e-05 4.77666e-05 5.1314e-05 7.78983e-05 3.344e-05 1.86423e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 0.11593500000000001 -0.0037349999999999992 -0.008069999999999999 0.092550000000000007 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -6 -1
right_child=-2 2 -4 -5 6 -7 -8 -9
leaf_value=3.4451341929645879e-05 -0.00031322556279472796 -0.00057887683823673781 0.00047244675161340244 -0.00051671869097598411 0.00030674363368184268 7.562801631020792e-05 -9.3120529613609224e-05 0.00039750544560418011
leaf_weight=0.001100172946927839 0.0010104335893213962 0.0013971898593108751 0.0010541217605413026 0.0010161430187748486 0.001648792342152415 0.0013993579142236551 0.0015694981359993055 0.0010752020076307718
leaf_count=300 279 1307 387 178 535 640 178 106
internal_value=0 9.24823e-06 -4.58139e-05 -0.000123514 -5.70865e-05 -0.000251371 0.000111738 0.000213895
internal_weight=0 0.0102605 0.0080851 0.00703098 0.00601484 0.00279655 0.00321829 0.00217537
internal_count=3910 3631 3225 2838 2660 1947 713 406
is_linear=0
shrinkage=0.00196078


Tree=6713
num_leaves=8
num_cat=0
split_feature=42 157 0 2 16 2 48
split_gain=1.07774e-05 2.2634e-05 5.18035e-05 5.74542e-05 5.74479e-05 3.46635e-05 6.13437e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 -0.083564999999999987 0.11230000000000001 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.011893927780929738 -0.0076197797963330665 0.0025170803369258827 0.020524692252253528 -0.0028145500821178029 -0.029229730871351861 -0.0061709147586234553 0.029640690797282099
leaf_weight=0.0011180806472231566 0.0015896278053133322 0.0011530044530341965 0.0014205305382043636 0.0011023315591739346 0.0011272799604532297 0.001274221083932073 0.0012346454734883537
leaf_count=625 832 449 241 650 570 316 227
internal_value=0 0.00135702 0.00338322 -0.000749865 -0.0131773 0.00709739 0.0143318
internal_weight=0 0.00843009 0.00731201 0.00589148 0.00228028 0.0036112 0.00233698
internal_count=3910 3078 2453 2212 1019 1193 877
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 48 3
split_gain=1.55655e-05 5.02987e-05 6.85671e-05 4.28803e-05 5.64852e-05 5.63501e-05 3.58895e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 -0.083144999999999983 0.087945000000000009 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00039525186257695312 -0.00022848323851923773 0.00045443445495835797 -0.00039920010947991569 0.00035593606803583689 -0.00034106644720168129 -0.00027271530340548426 1.7485993665508375e-05
leaf_weight=0.0012116190063047585 0.0010639372290849923 0.0014917668426899352 0.001589340833431937 0.001421567863164502 0.0015687103689451636 0.0011352871943064238 0.0014018813522308122
leaf_count=261 179 657 494 643 1072 187 417
internal_value=0 2.12008e-05 -3.14453e-05 5.18243e-05 -2.54073e-05 9.74981e-05 0.000242747
internal_weight=0 0.00982017 0.00860855 0.00701921 0.00559765 0.00402894 0.00289365
internal_count=3910 3731 3470 2976 2333 1261 1074
is_linear=0
shrinkage=0.00196078


Tree=6715
num_leaves=8
num_cat=0
split_feature=1 4 12 4 47 48 4
split_gain=1.1667e-05 2.24168e-05 2.20927e-05 5.18112e-05 4.9965e-05 4.13088e-05 1.8874e-05
threshold=0.085835000000000009 -0.15796999999999997 -1.0000000180025095e-35 -0.034289999999999994 0.09252500000000001 0.085090000000000013 -0.013929999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -3
right_child=2 6 3 4 -6 -7 -8
leaf_value=0.0052348889464914174 0.015866973856217097 -0.018804771559393162 -0.020203141543813488 0.024667520539620735 -0.010551538463918788 -0.0012654392464596864 -0.0015688138913530431
leaf_weight=0.001573589753453993 0.0010598814100129181 0.0012367550706719273 0.0010112402009746866 0.0014301575418374781 0.0013128581935024702 0.001076652989661849 0.00130644234644353
leaf_count=146 443 1183 603 347 199 118 871
internal_value=0 -0.00414617 0.00279253 -7.59487e-05 0.00525264 0.0135295 -0.00995065
internal_weight=0 0.00411679 0.00589079 0.00483091 0.00381967 0.00250681 0.0025432
internal_count=3910 2200 1710 1267 664 465 2054
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=8
num_cat=0
split_feature=43 12 52 16 3 1 3
split_gain=1.09628e-05 3.72734e-05 3.5757e-05 4.2126e-05 3.31736e-05 3.04033e-05 2.40087e-05
threshold=-0.074254999999999988 0.089995000000000006 -0.074484999999999982 -0.19424999999999998 -0.076734999999999984 0.088010000000000019 -0.10628499999999998
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -5 -1
right_child=1 -3 3 5 -6 -7 -8
leaf_value=0.0082833636578823391 -0.013296832729145057 -0.016157642018379059 -0.0088118255232205404 8.2355566621216981e-05 0.018409907667234795 0.021969331162571611 -0.012694926746180002
leaf_weight=0.0010517379506802464 0.0012176592270334661 0.001519535199897607 0.0012517512302459614 0.0010410722130392346 0.0011457710193056216 0.0016258390783420271 0.0011334853996202454
leaf_count=232 285 922 269 618 418 260 906
internal_value=0 -0.00239924 0.00167106 0.00632209 0.00462803 0.0134254 -0.00259817
internal_weight=0 0.00665586 0.00513632 0.00391866 0.00333099 0.00266691 0.00218522
internal_count=3910 2354 1432 1147 1556 878 1138
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=8
num_cat=0
split_feature=13 403 160 43 2 2 16
split_gain=9.65533e-06 3.0398e-05 4.69582e-05 4.21076e-05 4.21677e-05 5.56879e-05 1.42669e-05
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.074254999999999988 0.097940000000000013 0.11339500000000001 -0.092014999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.01542363975651063 -0.0089872070744134013 0.016522797942938119 0.016292386521231023 -0.0043750194202428682 0.024346313973277182 -0.0083374043709543329 -0.020535586386649755
leaf_weight=0.0017825826037252577 0.0010779247567298767 0.0011090739906193846 0.0017169342767750905 0.0011700757473003232 0.0010384100651608 0.001046872716698673 0.0010246773085093928
leaf_count=1077 221 418 726 248 243 288 689
internal_value=0 0.00103456 -0.00117348 0.00306234 -0.00224489 0.00793814 -0.01192
internal_weight=0 0.00888863 0.00777955 0.00599697 0.00428004 0.00208528 0.00219475
internal_count=3910 3689 3271 2194 1468 531 937
is_linear=0
shrinkage=0.1


Tree=6718
num_leaves=9
num_cat=0
split_feature=4 0 160 43 2 133 16 0
split_gain=3.30025e-05 5.5083e-05 2.63228e-05 4.24251e-05 5.5601e-05 7.19226e-05 3.99306e-05 3.46897e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 0.10705000000000002 -0.0056849999999999991 -0.016294999999999994 -0.11524
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -7
right_child=1 -3 -4 4 -6 7 -8 -9
leaf_value=-0.00034542097558542997 4.4642127368262114e-05 0.00045261546626726944 -0.00026733335814330318 -0.00019607565351967399 -0.00017145328386273533 0.00067116020731914348 -0.00049487573668920029 0.00022405121347023529
leaf_weight=0.0010296837421222777 0.001089439536495862 0.0010309563095390354 0.0014548819949955693 0.0010300205403002919 0.0018233257798758863 0.0011497289334589996 0.0010223588158584675 0.0015895471261694399
leaf_count=192 532 223 399 749 466 165 492 692
internal_value=0 2.29236e-05 -2.54418e-05 2.02364e-05 0.000109647 0.000245624 -0.000216548 0.000411712
internal_weight=0 0.0101903 0.0091593 0.00770442 0.00559262 0.0037693 0.0021118 0.00273928
internal_count=3910 3718 3495 3096 2072 1606 1024 857
is_linear=0
shrinkage=0.00196078


Tree=6719
num_leaves=8
num_cat=0
split_feature=42 49 160 1 1 0 43
split_gain=1.02085e-05 1.89713e-05 5.39863e-05 3.16605e-05 3.46423e-05 4.57854e-05 3.57914e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.069910000000000014 0.11198000000000001 0.092550000000000007 -0.099864999999999995 -0.0031199999999999995
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=-0.021796573276737487 -0.0074254856127906974 0.023012837728801902 0.0082339976134901457 0.017140832029288448 -0.015934893779159673 0.010369082998859597 -0.013613843179551608
leaf_weight=0.0011510650491530221 0.0015803064933393963 0.0010018919592957825 0.0012473065663645443 0.0014619272513111195 0.0010269682906915855 0.0011786581620073192 0.0013181956530878278
leaf_count=491 832 228 225 302 304 1089 439
internal_value=0 0.00133643 -0.00617876 0.00434667 0.00021381 0.00495385 -0.00229253
internal_weight=0 0.00838601 0.00239837 0.00598764 0.00452571 0.00349875 0.00249685
internal_count=3910 3078 716 2362 2060 1756 1528
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=9
num_cat=0
split_feature=159 2 16 16 151 15 43 43
split_gain=1.77744e-05 2.63487e-05 5.14151e-05 3.95994e-05 3.63209e-05 6.43528e-05 4.0446e-05 0.000110522
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.089864999999999987 -0.055679999999999993 -0.044604999999999992 -0.069904999999999981 0.013605000000000001 -0.081664999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 -7
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=-0.00025801284245403146 -0.00046992977493616109 -0.00021521466556773675 0.00033849336104151308 -0.0001689982251563727 0.00046080469327516881 0.00028625638470850125 0.00028093015881566004 -0.00060906708266315467
leaf_weight=0.001002538542252236 0.0011077528900514675 0.0012073667911842228 0.0010028711502719089 0.0014398669500468972 0.001809330747450088 0.0010570992026791711 0.0012593569727988425 0.0010632669996979919
leaf_count=633 388 411 449 480 614 257 221 457
internal_value=0 1.59106e-05 -0.000119543 3.93535e-05 9.10973e-05 0.000162369 2.60134e-06 -0.000162708
internal_weight=0 0.00994691 0.00355049 0.00244274 0.00639642 0.00518905 0.00337972 0.00212037
internal_count=3910 3277 1317 929 1960 1549 935 714
is_linear=0
shrinkage=0.00196078


Tree=6721
num_leaves=9
num_cat=0
split_feature=159 133 0 2 2 3 4 15
split_gain=3.23962e-05 3.34378e-05 5.01927e-05 8.07783e-05 6.34675e-05 4.21236e-05 6.11249e-05 3.69461e-05
threshold=-1.0000000180025095e-35 -0.090054999999999982 -0.18087499999999998 0.11290500000000002 0.10113500000000002 -0.076734999999999984 -0.082054999999999975 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7
right_child=1 2 3 -5 -6 7 -8 -9
leaf_value=-0.00033887675387453148 -0.00030850913972590689 -0.00021167990564016848 0.00033233966881632097 0.00061407277200751392 -0.00035804972233476588 0.00011091211806465847 -0.00029555494014687984 0.00059948690082812584
leaf_weight=0.0010262164030184666 0.0010293501999826928 0.0019868714871584788 0.0010262144193302755 0.0011607631711329502 0.0011825961760804455 0.0013080053225489922 0.0014221247723818888 0.0010917501413677375
leaf_count=633 490 195 430 452 277 284 950 199
internal_value=0 2.65995e-05 6.4182e-05 0.000140398 4.92267e-05 0.000148574 -3.23747e-05 0.000333185
internal_weight=0 0.0102077 0.00917833 0.00719145 0.00603069 0.00484809 0.00244834 0.00239976
internal_count=3910 3277 2787 2592 2140 1863 1380 483
is_linear=0
shrinkage=0.00196078


Tree=6722
num_leaves=10
num_cat=0
split_feature=4 0 160 43 15 13 15 47 16
split_gain=3.68865e-05 9.66484e-05 3.07522e-05 4.67825e-05 5.64758e-05 7.03293e-05 5.80688e-05 0.000111281 3.53274e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 -0.19153499999999998 -0.094679999999999986 0.035895000000000003 0.09252500000000001 -0.016294999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 7 -7 -2
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00036606235444976121 7.3139220271997828e-06 0.00058217005651713236 -0.00029987466422883182 -0.00032004247851462819 0.00063272177982630102 0.00060620544635231032 -0.00031957728544504762 -0.00021938278877920171 -0.00049511856519199272
leaf_weight=0.0010218344587489174 0.0011063458389460167 0.0010710665027785183 0.001471648265174247 0.0010023189707956352 0.0010759825761806592 0.0013562051175481636 0.0010777431717986204 0.0011685464518991552 0.0010474326549666782
leaf_count=176 532 239 399 252 251 456 952 161 492
internal_value=0 2.4389e-05 -3.98068e-05 9.0444e-06 0.00010234 0.000192831 6.14457e-05 0.000224093 -0.000237031
internal_weight=0 0.0103773 0.00930622 0.00783457 0.0056808 0.00467848 0.00360249 0.00252475 0.00215378
internal_count=3910 3734 3495 3096 2072 1820 1569 617 1024
is_linear=0
shrinkage=0.00196078


Tree=6723
num_leaves=8
num_cat=0
split_feature=42 51 42 43 51 1 48
split_gain=1.02927e-05 2.2872e-05 2.6995e-05 4.69116e-05 3.49337e-05 2.96784e-05 6.66508e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.08955500000000001 0.076710000000000014 0.084670000000000009
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=-0.0073963003143496658 -0.011779822061933315 0.024339306747564685 -0.0098297959114616862 -0.0063094871443146088 -0.014385033189309591 0.025559896725704384 -0.0075493618103919836
leaf_weight=0.0016087389030600896 0.0011480682918416406 0.0011536108677776121 0.0012701142917554845 0.0012459258601821058 0.0010355447387172725 0.0015443053614406488 0.0010028221681135652
leaf_count=1060 521 673 710 304 174 377 91
internal_value=0 0.00133484 0.00341094 0.00622215 0.00189374 0.00633802 0.0125245
internal_weight=0 0.00840039 0.00725232 0.00598221 0.0048286 0.00379305 0.00254713
internal_count=3910 2850 2329 1619 946 772 468
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=8
num_cat=0
split_feature=49 151 0 0 47 13 3
split_gain=1.01495e-05 2.46356e-05 5.79091e-05 3.51863e-05 3.50708e-05 3.41562e-05 3.33705e-05
threshold=-0.081274999999999986 -0.044604999999999992 -0.17106499999999999 -0.10783 0.09550500000000002 -0.0030249999999999995 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.0080029312864399772 -0.014806933361325977 0.020256363844891156 -0.019537611089802266 -0.0070128324952833101 0.01607044816435859 -0.014557367078050091 0.01740282741285867
leaf_weight=0.0013501029661595549 0.0011708528541759036 0.0012690172055828805 0.0010860239283529624 0.0012344658745170006 0.0011032718714160663 0.0017484954365657528 0.001024258980523639
leaf_count=319 510 129 304 1473 219 704 252
internal_value=0 -0.00132056 0.000794564 -0.00319112 0.000282651 -0.00406406 0.00405888
internal_weight=0 0.00863639 0.00746553 0.00619652 0.00511049 0.00400722 0.00225872
internal_count=3910 3591 3081 2952 2648 2429 1725
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=7
num_cat=0
split_feature=43 12 1 3 43 52
split_gain=9.91025e-06 3.44807e-05 2.51039e-05 6.29682e-05 2.65013e-05 3.64763e-05
threshold=-0.15109999999999998 0.092365000000000017 0.10113500000000002 0.12046500000000002 -0.0037249999999999996 -0.031409999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0073554849356178773 -0.014470272564353851 -0.013244187176174472 0.027111832765955357 -0.0063306627477270772 -0.011318653189630356 0.011379020846776944
leaf_weight=0.0015282650018665711 0.0012829453399882261 0.001902440808535571 0.0011402696500244984 0.0011121621552442258 0.001146060004790224 0.0018524515564638775
leaf_count=340 1271 1001 409 223 197 469
internal_value=0 -0.00139629 0.00205341 0.0105992 -0.00244247 0.00270375
internal_weight=0 0.00843633 0.00653389 0.00225243 0.00428146 0.00299851
internal_count=3910 3570 2569 632 1937 666
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=10
num_cat=0
split_feature=2 131 13 52 48 16 12 4 16
split_gain=3.2201e-05 2.92487e-05 4.63441e-05 6.36442e-05 6.99785e-05 6.27458e-05 4.31328e-05 3.36978e-05 2.70511e-05
threshold=-1.0000000180025095e-35 0.08103500000000001 -0.09547499999999999 0.071660000000000015 0.083775000000000002 -0.008069999999999999 1.0000000180025095e-35 0.00046500000000000008 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -5 -6 -2
right_child=1 -3 3 6 7 -7 -8 -9 -10
leaf_value=0.00032198258166083794 0.00044123532564019011 -0.00033796843420704181 -0.00074242549515339627 0.00046700304386225006 0.00029675850060180198 -0.00013617156121465768 -6.9792569192565475e-05 -0.00020003589330427419 4.0322133797663095e-06
leaf_weight=0.0010038205062161002 0.0011838959281169554 0.0011689636522291295 0.0012731655332886348 0.0010774740215415111 0.0010577977058506326 0.0013547650796596157 0.0012353217160022678 0.0010420717475450793 0.0010068137388947291
leaf_count=280 268 594 748 129 221 629 795 131 115
internal_value=0 -4.57605e-05 -8.75808e-06 -8.62548e-05 -0.000216645 -0.000429886 0.000180287 5.02216e-05 0.000240304
internal_weight=0 0.0104003 0.00923131 0.0070406 0.0047278 0.00262793 0.0023128 0.00209987 0.00219071
internal_count=3910 3630 3036 2653 1729 1377 924 352 383
is_linear=0
shrinkage=0.00196078


Tree=6727
num_leaves=7
num_cat=0
split_feature=50 160 49 52 12 1
split_gain=1.08096e-05 2.61501e-05 3.72524e-05 2.07062e-05 3.22606e-05 5.35427e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 -0.031409999999999993 0.089995000000000006 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.012370361900203379 -0.009867408905566177 0.01507037442714922 -0.013399108180317336 0.016818407033396279 -0.012476204016406575 -0.011645547640245495
leaf_weight=0.0016611911053294182 0.0010098358481945334 0.0011405369407758463 0.0018660758325066522 0.0016831728141575744 0.0015225828937077603 0.0010880658288422991
leaf_count=804 715 220 738 644 527 262
internal_value=0 0.00104615 -0.00153064 -0.0046044 -0.000782262 0.00564266
internal_weight=0 0.00896163 0.00730043 0.0061599 0.00429382 0.00277124
internal_count=3910 3195 2391 2171 1433 906
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=8
num_cat=0
split_feature=13 3 13 43 1 12 2
split_gain=1.08925e-05 2.56428e-05 2.97306e-05 4.44485e-05 3.06396e-05 3.35909e-05 2.20701e-05
threshold=-0.23438999999999996 0.11265500000000002 -0.014114999999999997 -0.057994999999999998 0.10285500000000002 0.086865000000000012 0.089785000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.0086761203888540226 0.002483946727638995 -0.014724761219779539 -0.01358050961877353 -0.023573527464852639 0.019836349019256315 0.015833524814546467 0.0056132193987632646
leaf_weight=0.0012499851013725053 0.0017480053502826559 0.0012239580522305756 0.0013993338524701986 0.0010465612033863593 0.0011623491044291945 0.0010765393790076461 0.0010475615978789692
leaf_count=210 1113 138 287 952 366 672 172
internal_value=0 -0.00130659 0.000888931 -0.00727454 0.00575756 0.0011131 -0.00536332
internal_weight=0 0.00870431 0.00748035 0.00279457 0.00468578 0.00352343 0.0024469
internal_count=3910 3700 3562 2065 1497 1131 459
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=7
num_cat=0
split_feature=42 160 49 1 15 2
split_gain=1.1972e-05 1.95535e-05 2.9483e-05 3.78864e-05 3.03786e-05 3.00056e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081419999999999979 0.11052000000000002 -0.021529999999999997 0.095195000000000016
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0079821763551189192 -0.007509309452818802 0.019590519698317314 0.015682786372354065 -0.013675040634023203 0.010173584906142716 -0.012504058634859672
leaf_weight=0.0015962979476771841 0.0018785963759342756 0.0010303047023679512 0.0017824110127944793 0.0013099106211042211 0.0011192241448069878 0.001218831930795531
leaf_count=1060 1040 195 432 366 584 233
internal_value=0 0.00147057 0.00408169 0.0011392 0.00584869 -0.0016483
internal_weight=0 0.00833928 0.00646068 0.00543038 0.00412047 0.00233806
internal_count=3910 2850 1810 1615 1249 817
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=8
num_cat=0
split_feature=13 1 13 3 1 12 16
split_gain=1.09934e-05 2.95936e-05 2.91773e-05 3.10924e-05 2.85343e-05 3.12802e-05 2.23607e-05
threshold=-0.094679999999999986 0.08844500000000001 -0.017604999999999999 0.11265500000000002 0.10285500000000002 0.086865000000000012 -0.057604999999999996
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=-0.0040315173175485197 -0.013806870497403343 0.018466249259946613 -0.016227052623579839 -0.012900345729503566 0.018648047523817948 0.014648529455109702 0.0029407306919860825
leaf_weight=0.0013249539604038921 0.0016190262084354616 0.0010464709388028374 0.0011060211319639827 0.001218302454636 0.0011588136794988199 0.0010935609745510305 0.0013532978859164173
leaf_count=242 1720 264 237 131 373 693 250
internal_value=0 0.00589638 -0.00190877 0.00133969 0.00502174 0.000577357 -0.00567953
internal_weight=0 0.00237142 0.00754902 0.00593 0.00471169 0.00355288 0.00245932
internal_count=3910 506 3404 1684 1553 1180 487
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=9
num_cat=0
split_feature=4 0 43 160 52 15 4 43
split_gain=3.5516e-05 4.8698e-05 5.13287e-05 4.46449e-05 4.60709e-05 5.06075e-05 4.79001e-05 3.27062e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.048794999999999991 -0.10469999999999999 0.05309500000000001 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.00035746688792030442 -3.7921524967796276e-05 0.0004283923396780384 0.00044457100849713301 -0.00028511032455977482 -0.00026325002352569309 -2.5280533792285125e-05 0.00049805568742441932 -0.00048725697691913346
leaf_weight=0.0010127853553113858 0.0012685874430021322 0.0010458583086964393 0.0014406391016572682 0.0011290247015803322 0.001417526939962787 0.0016171296642271348 0.0011510026013146555 0.0012234281574970618
leaf_count=192 296 223 363 217 310 1200 191 918
internal_value=0 2.73573e-05 -1.79991e-05 7.07275e-05 0.000142133 3.80388e-05 0.000192325 -0.000258518
internal_weight=0 0.0102932 0.00924734 0.00675532 0.0056263 0.00418566 0.00276813 0.00249202
internal_count=3910 3718 3495 2281 2064 1701 1391 1214
is_linear=0
shrinkage=0.00196078


Tree=6732
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 48
split_gain=2.39702e-05 3.64863e-05 7.30181e-05 3.13185e-05 8.0575e-05 4.38374e-05 3.4561e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999 0.086285000000000014
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00028060465988685729 -0.00032371982595197932 -0.00042521839573732989 -0.00013153893896413377 0.00052896435507919677 0.00043100817602578518 -0.00028161522178290723 -3.9962743690739763e-05
leaf_weight=0.0010339275044721425 0.0014223881296599626 0.0012327910207268573 0.0018157656229929233 0.0016385513990836201 0.0010526362101980239 0.0013098226968661125 0.0013901703142175335
leaf_count=502 866 847 433 611 130 379 142
internal_value=0 -3.32074e-05 1.5754e-05 9.1185e-05 0.000166199 7.80087e-06 0.000162985
internal_weight=0 0.00986213 0.00843974 0.00720695 0.00539118 0.00375263 0.00244281
internal_count=3910 3408 2542 1695 1262 651 272
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shrinkage=0.00196078


Tree=6733
num_leaves=7
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split_feature=42 47 1 457 1 12
split_gain=1.24656e-05 1.66829e-05 2.76422e-05 2.54918e-05 5.42573e-05 3.88699e-05
threshold=-1.0000000180025095e-35 0.087850000000000025 0.11198000000000001 0.082870000000000013 0.088495000000000018 0.088285000000000016
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015980099087902358 0.0014729795462773531 0.0019200661090163747 0.0010872691894039718 0.0011547967649882442 0.0010539611685770624 0.0016578403007456641
leaf_count=1060 781 388 404 206 518 553
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internal_weight=0 0.00834691 0.00642685 0.00533958 0.00418478 0.00313082
internal_count=3910 2850 2462 2058 1852 1334
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=9
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split_feature=11 48 42 13 49 16 16 2
split_gain=3.4782e-05 3.12909e-05 4.55984e-05 5.99663e-05 4.58785e-05 4.02879e-05 5.59898e-05 8.52154e-05
threshold=0.077330000000000024 0.091555000000000011 0.086325000000000013 -0.071149999999999977 -0.065249999999999989 0.15737500000000001 -0.0090499999999999973 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00030345266473448459 -0.00035665019615210034 0.00025120258170055118 -0.00061552011992002686 4.5500141832203325e-05 0.00045379365226147316 -0.00016415169314431928 0.00062471710225986442 -0.00021657719464879084
leaf_weight=0.0011287166412930006 0.0010133973463410826 0.0019027766345935003 0.0010296707821202511 0.0010821950692083764 0.0013544865759304511 0.0013234903531844332 0.0010281803677686719 0.0015788023980432358
leaf_count=208 279 435 872 382 359 215 329 831
internal_value=0 2.38505e-05 -2.68911e-05 -0.00027679 5.53943e-05 0.000132034 0.000230987 9.29758e-05
internal_weight=0 0.0104283 0.00852554 0.00211187 0.00641368 0.00528496 0.00396147 0.00293329
internal_count=3910 3631 3196 1254 1942 1734 1519 1190
is_linear=0
shrinkage=0.00196078


Tree=6735
num_leaves=7
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split_feature=1 4 150 16 16 0
split_gain=1.09219e-05 2.53352e-05 1.90263e-05 3.04589e-05 3.05982e-05 1.49398e-05
threshold=0.085990000000000011 -0.15796999999999997 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.087614999999999985
decision_type=2 2 2 2 2 2
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right_child=2 5 -4 4 -6 -7
leaf_value=0.0059982657940922078 -0.015792591620964764 -0.017992763568027134 0.012886234963263419 0.014609016906533635 -0.0044221728045385688 -0.0026862524749556743
leaf_weight=0.0015720764565308369 0.0010042813918296114 0.001242803036002819 0.0014024515850228729 0.0015173603497388205 0.0019060539039917738 0.0013096081718425843
leaf_count=146 255 740 348 433 665 1323
internal_value=0 -0.00398829 0.00273584 -0.000479248 0.00401302 -0.0101392
internal_weight=0 0.00412449 0.00583015 0.0044277 0.00342341 0.00255241
internal_count=3910 2209 1701 1353 1098 2063
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=8
num_cat=0
split_feature=484 1 43 12 48 3 43
split_gain=1.13616e-05 2.846e-05 3.45997e-05 7.12924e-05 4.01103e-05 6.03735e-05 4.25823e-05
threshold=0.084225000000000008 0.12263000000000002 -0.15648499999999999 0.092365000000000017 0.091555000000000011 0.0066850000000000008 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.013117367547509255 0.0095645698408981621 0.012336118591250016 -0.011860093317631435 -0.025623871303230433 0.016167903902023249 -0.023614838901688438 0.013880710442287761
leaf_weight=0.0010627323720051969 0.0010947924385091906 0.0013155852088417158 0.0011038516016749853 0.0014802969640345855 0.0011059089622894708 0.0012407769318593109 0.0015382190119831002
leaf_count=251 470 333 1094 886 225 210 441
internal_value=0 -0.00123451 -0.00360491 -0.00635204 -0.00063357 -0.00541895 0.00312626
internal_weight=0 0.00884737 0.00753179 0.00646905 0.00498876 0.00388285 0.00264207
internal_count=3910 3440 3107 2856 1970 1745 1535
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=8
num_cat=0
split_feature=13 3 0 42 151 3 16
split_gain=1.39053e-05 2.67683e-05 2.46994e-05 7.5262e-05 4.77673e-05 4.4332e-05 3.05564e-05
threshold=0.17936000000000002 -0.115685 -0.052874999999999998 0.091230000000000019 -0.044604999999999992 -0.060719999999999989 -0.09601999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.014152159186733513 -0.010777795983012872 -0.022535436192867419 -0.013783331251326672 0.026389446316101781 -0.014966135269145609 0.021097250706655538 0.0001257748871962211
leaf_weight=0.0013630401264050187 0.0010756321032129043 0.0010389649091252064 0.0012714056972248748 0.0010170857850134553 0.0011788081777434115 0.001108620933595933 0.0018611728185367925
leaf_count=363 221 449 377 665 1369 203 263
internal_value=0 0.00126408 -0.00108569 0.00151621 -0.00336049 0.00144163 0.00795441
internal_weight=0 0.0088391 0.00747606 0.00620465 0.00518757 0.0041486 0.00296979
internal_count=3910 3689 3326 2949 2284 1835 466
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=8
num_cat=0
split_feature=13 48 0 16 52 2 16
split_gain=1.16412e-05 2.5149e-05 3.17166e-05 2.20857e-05 6.75159e-05 4.08933e-05 2.30938e-05
threshold=-0.23438999999999996 0.11028500000000001 -0.17106499999999999 0.24895000000000003 0.090300000000000005 0.088585000000000011 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0089899151856763834 0.014180476159784995 -0.015858993139958109 0.018236830397719089 0.0097144217269503029 -0.026656002944602204 -0.012063810633055463 -0.0016479235167902017
leaf_weight=0.001248158129309669 0.0014128397812681551 0.0010484842843986085 0.0012823640085292973 0.0012058798179947813 0.0011466515899096561 0.0014727834593212565 0.0010725573924080575
leaf_count=210 179 191 668 465 801 694 702
internal_value=0 -0.00134148 0.000663157 -0.00242699 -0.0053703 0.00100619 0.00918025
internal_weight=0 0.00864156 0.00759308 0.00618024 0.00497436 0.0038277 0.00235492
internal_count=3910 3700 3509 3330 2865 2064 1370
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=8
num_cat=0
split_feature=13 133 52 3 151 12 3
split_gain=1.20788e-05 2.51032e-05 2.81692e-05 3.63675e-05 3.37948e-05 3.22604e-05 4.39972e-05
threshold=0.17936000000000002 0.083815000000000014 0.10218500000000001 -0.100615 -0.0088999999999999982 0.088325000000000015 0.084925000000000014
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=0.017131539605100877 -0.010070236655838857 0.011586795662666188 -0.016501480942023354 -0.018511848552871506 -0.019331484306308377 0.016584652644104022 0.006834008811161048
leaf_weight=0.0011468136697399883 0.0010693590516025362 0.0018360223592212965 0.0010679418069159318 0.0010532778652321308 0.0011046065033813053 0.0010539866612402117 0.0015366126401055163
leaf_count=317 221 1214 451 280 617 562 248
internal_value=0 0.001185 -0.00155768 0.00114941 -0.00271046 0.00179355 -0.00410888
internal_weight=0 0.00879926 0.00696324 0.0058953 0.00474848 0.00369521 0.00264122
internal_count=3910 3689 2475 2024 1707 1427 865
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=9
num_cat=0
split_feature=160 52 16 0 48 133 13 1
split_gain=2.07018e-05 3.16911e-05 6.78036e-05 7.20069e-05 4.38012e-05 2.88533e-05 4.31107e-05 3.44819e-05
threshold=0.099550000000000013 0.10433000000000002 0.26538000000000006 -0.061994999999999995 0.087235000000000021 -0.0056849999999999991 -0.003375 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00024040008264989492 -0.00026812398226312516 0.00025680821517784844 -0.00048644589324647067 0.00048632166908870616 -0.00035346398858669681 0.00044076425779480846 0.00023152747797643234 -0.00027100233796818355
leaf_weight=0.0010166874431410291 0.0010442262217391406 0.0018055672606733979 0.00108479235362782 0.0011601859221689057 0.0013814334593575429 0.0011631193708635406 0.0010099856781345703 0.0010931470514993287
leaf_count=667 311 700 407 314 355 792 240 124
internal_value=0 2.24162e-05 -3.10914e-05 4.12892e-05 -4.98631e-05 4.80613e-05 0.000137851 -2.96729e-05
internal_weight=0 0.00971492 0.00790935 0.00682456 0.00566437 0.00428294 0.00326625 0.00210313
internal_count=3910 3599 2899 2492 2178 1823 1156 364
is_linear=0
shrinkage=0.00196078


Tree=6741
num_leaves=8
num_cat=0
split_feature=4 12 52 0 48 13 4
split_gain=1.13347e-05 2.46061e-05 4.20674e-05 4.66991e-05 3.31091e-05 4.72229e-05 1.54818e-05
threshold=0.25367000000000006 0.10129000000000001 -0.11271999999999999 -0.061994999999999995 0.087945000000000009 -0.014114999999999997 -0.0031049999999999997
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=-0.018080201048486892 0.0070315780143951727 -0.01623054844416574 -0.01186650301935227 0.019018568319001432 -0.016616926481965114 0.0038301888222261001 0.020905030749587425
leaf_weight=0.001043371407496948 0.0018447938417028792 0.0010128902352450281 0.0012628385013254274 0.0014899731021533217 0.0010858973189584228 0.0010398266712527472 0.0010852156266945865
leaf_count=548 534 435 1239 219 294 512 129
internal_value=0 -0.00166178 0.000444153 0.00368503 -0.00142174 0.00344868 0.01255
internal_weight=0 0.00802001 0.00700712 0.00596375 0.00447378 0.00338788 0.00212504
internal_count=3910 3376 2941 2393 2174 1880 641
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=8
num_cat=0
split_feature=13 39 48 4 3 16 0
split_gain=1.06984e-05 2.67065e-05 2.96417e-05 2.86033e-05 4.57837e-05 4.07422e-05 4.36241e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 -0.034289999999999994 -0.087654999999999983 -0.0083999999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.0086370834937237323 0.0022432435874730912 0.013974298425790239 -0.018899696468387416 -0.014453267132035125 -0.024932007190027194 0.02051075281288171 0.010285651160636889
leaf_weight=0.0012436050728755364 0.0014874490588874887 0.0010118831804894384 0.0010520149109099868 0.0014044256245443062 0.001063021533507175 0.0011340544728338214 0.001447404336473422
leaf_count=210 597 419 199 207 1072 526 680
internal_value=0 -0.00128597 -0.00332088 -0.000813493 -0.00908325 0.00447812 -0.00189739
internal_weight=0 0.00860025 0.00758837 0.00653636 0.00255047 0.00398588 0.00285183
internal_count=3910 3700 3281 3082 1669 1413 887
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=10
num_cat=0
split_feature=11 13 39 0 51 52 1 4 0
split_gain=2.72654e-05 2.455e-05 7.8704e-05 5.63988e-05 4.77665e-05 4.25151e-05 5.7061e-05 5.32518e-05 2.0809e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -8 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=1.7723527189321457e-05 -0.00031949831450260428 0.00034528550485378505 0.0004733585204311423 -0.00047505086797893089 0.00015540291489956156 0.00016512722297515271 -0.00073965529255100098 -0.0001340527057503666 0.00039929784333739092
leaf_weight=0.0011301875206101747 0.0010012383706592557 0.0011060409140222095 0.0010424947564458657 0.0012869211001363652 0.0010064923156677119 0.0015095983617512991 0.0010132875019230399 0.0012430571523561035 0.0010694107634651767
leaf_count=300 279 531 387 329 581 931 346 120 106
internal_value=0 1.92778e-05 -3.00211e-05 -0.000103258 -2.18647e-05 -0.000106954 -0.000232836 -0.000406019 0.000203239
internal_weight=0 0.0104075 0.00820789 0.0071654 0.00587848 0.00477244 0.00326284 0.00225634 0.0021996
internal_count=3910 3631 3225 2838 2509 1978 1047 466 406
is_linear=0
shrinkage=0.00196078


Tree=6744
num_leaves=8
num_cat=0
split_feature=4 12 3 2 2 2 12
split_gain=1.96723e-05 3.38859e-05 4.1315e-05 5.80113e-05 3.36894e-05 2.92981e-05 4.27023e-05
threshold=0.27020000000000005 -0.036459999999999992 0.10666500000000002 0.095195000000000016 0.089710000000000012 0.085355000000000014 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00037834143870894707 0.00020365336778726214 0.00037342968103689755 0.000269580048418017 -0.00040511781050341702 0.00034668794306366442 -0.00030779698316142591 -0.00013174164424718218
leaf_weight=0.001004841992531127 0.0015002966017339707 0.0010428498792287451 0.0017584295986338462 0.0015150186594555725 0.0010417819097877506 0.0011830216434226058 0.0016792576862946391
leaf_count=294 472 99 164 710 416 691 1064
internal_value=0 -3.84437e-05 3.10475e-06 -6.94089e-05 3.34038e-05 -5.01719e-05 6.17914e-05
internal_weight=0 0.0092252 0.00822036 0.00646193 0.00494691 0.00390513 0.00272211
internal_count=3910 3438 3144 2980 2270 1854 1163
is_linear=0
shrinkage=0.00196078


Tree=6745
num_leaves=9
num_cat=0
split_feature=11 13 0 47 49 3 16 52
split_gain=3.77232e-05 3.57231e-05 4.30911e-05 5.0162e-05 6.98505e-05 6.1173e-05 3.527e-05 2.48352e-05
threshold=0.077330000000000024 -0.094679999999999986 -0.017269999999999997 0.09252500000000001 -0.05504499999999999 -0.060719999999999989 -0.057604999999999996 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00044027247388277353 -0.00036956004779870185 -0.00033534914199010178 0.00030236220264926345 -0.00038186443000203099 -0.00016378232776889697 9.4883222647506313e-05 0.00059389696342623517 2.1010256664951805e-05
leaf_weight=0.0011858117802215104 0.0010198706144830131 0.0016226599939513707 0.0012441645637097922 0.0017425493578948244 0.0014096662405190083 0.0010248241849532961 0.0011619924287698425 0.0010023516603903863
leaf_count=237 279 290 283 326 1903 230 193 169
internal_value=0 2.56125e-05 -3.3747e-05 -9.3815e-05 2.35792e-06 0.000154724 0.00036004 0.000248217
internal_weight=0 0.010394 0.00820586 0.00696169 0.00521914 0.00359648 0.00218682 0.00218816
internal_count=3910 3631 3225 2942 2616 2326 423 406
is_linear=0
shrinkage=0.00196078


Tree=6746
num_leaves=8
num_cat=0
split_feature=47 4 4 1 2 43 48
split_gain=1.75356e-05 4.62359e-05 4.91248e-05 6.63641e-05 3.56464e-05 2.93735e-05 5.84226e-05
threshold=0.11669500000000001 0.25367000000000006 0.055260000000000011 0.095575000000000007 0.086650000000000019 0.013605000000000001 0.084260000000000015
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=-0.0003071509761751448 -0.00025430948145389876 0.00030810175284507997 -0.00042667869757796614 0.00037372485788791097 -0.00036550105489627525 0.00029714333544795862 0.00025216804940495267
leaf_weight=0.0018799579773985439 0.0010463693288844536 0.0016849714892438463 0.0011374804013836656 0.0015270831573883942 0.0013345399801301689 0.0010762636128130859 0.0010535193026715382
leaf_count=1091 179 497 296 527 856 271 193
internal_value=0 1.28716e-05 -4.92416e-05 1.32391e-05 -8.97667e-05 2.81997e-05 -9.30094e-05
internal_weight=0 0.00969382 0.00800884 0.00687136 0.00534428 0.00346432 0.00238806
internal_count=3910 3731 3234 2938 2411 1320 1049
is_linear=0
shrinkage=0.00196078


Tree=6747
num_leaves=8
num_cat=0
split_feature=11 48 2 43 16 1 3
split_gain=2.01911e-05 2.89273e-05 3.63184e-05 3.88692e-05 7.01692e-05 5.97505e-05 6.11425e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.17307499999999998 0.15737500000000001 0.092550000000000007 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00025052947178712834 -0.000262813387830527 0.00024916124450338528 0.00027634607785513284 -0.00016832185493362298 -0.00057879988322877632 -0.00042923868859259698 0.00036107742105551669
leaf_weight=0.0011253419150883707 0.0010283160931143535 0.0018198944451551713 0.0012943707140393567 0.0016951546101514631 0.0011581542640928914 0.0011210233259511268 0.0016602353134389687
leaf_count=160 304 433 448 1592 290 490 193
internal_value=0 2.58947e-05 -2.45532e-05 -8.21687e-05 -0.000148616 -3.73166e-05 9.36231e-05
internal_weight=0 0.00987417 0.00805428 0.00675991 0.00563457 0.00447641 0.00335539
internal_count=3910 3606 3173 2725 2565 2275 1785
is_linear=0
shrinkage=0.00196078


Tree=6748
num_leaves=8
num_cat=0
split_feature=49 2 457 3 3 4 52
split_gain=1.1528e-05 3.18559e-05 2.93732e-05 7.45987e-05 7.5791e-05 4.95173e-05 3.39315e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.078884999999999997 -1.0000000180025095e-35 0.048490000000000012
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=-0.025694716322463049 0.0099235638572876886 0.011359848080058223 0.0096152200408501642 -0.028656129985950143 0.027506077881610164 -0.0020924605675057733 -0.0020681783076855766
leaf_weight=0.0011775262285834214 0.0010358224586555021 0.0016405371205421909 0.0012891770340614783 0.0012584730589708703 0.0010727691799057896 0.0011946578078635259 0.0012564706286937852
leaf_count=1018 378 501 250 164 471 361 767
internal_value=0 -0.00122366 -0.00407144 -0.00703198 -0.00124365 0.0119113 -0.0134983
internal_weight=0 0.00888961 0.00724907 0.0059599 0.00470142 0.00226743 0.002434
internal_count=3910 3532 3031 2781 2617 832 1785
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=7
num_cat=0
split_feature=4 4 1 4 0 43
split_gain=1.06634e-05 2.09048e-05 4.54238e-05 3.64437e-05 4.15863e-05 2.07221e-05
threshold=0.25367000000000006 0.055260000000000011 0.095575000000000007 -0.076329999999999995 -0.10783 0.0016850000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0035822696476916337 0.0067819302400547003 -0.012335883040984059 0.015560747449793169 0.00038447100453570943 -0.027569735434469545 0.013780080190132825
leaf_weight=0.0016833227827416091 0.0018536499237225288 0.0014870729374665097 0.0015812439052066913 0.0010494540436456969 0.001079679942568718 0.0011618847454012335
leaf_count=900 534 362 568 131 1179 236
internal_value=0 -0.00163146 0.000796737 -0.00389645 -0.0137911 0.00350792
internal_weight=0 0.00804266 0.00655559 0.00497434 0.00212913 0.00284521
internal_count=3910 3376 3014 2446 1310 1136
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=9
num_cat=0
split_feature=11 13 12 0 49 3 15 0
split_gain=1.84567e-05 2.51865e-05 4.15258e-05 6.13466e-05 4.0589e-05 3.79787e-05 4.54755e-05 2.52633e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 -1.0000000180025095e-35 -0.053834999999999994 -0.07107999999999999 -0.076734999999999984 -0.095799999999999982 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 -6 -7 -1
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=-7.0551751239353432e-06 -0.00025877049517519552 0.00033300093987915765 -0.00035451759351344547 -0.00048115950081580782 -0.00018508159554469941 -8.7922625559744541e-06 0.00047668945688814285 0.00042874930338019496
leaf_weight=0.0010176004310215184 0.0010188863061929712 0.0010327453274100139 0.0010057653970442088 0.0012495000792874453 0.0013970237962969124 0.0016752720905975176 0.0013313119438569661 0.0010280827528957974
leaf_count=283 304 418 154 341 1694 159 451 106
internal_value=0 1.8596e-05 -3.28326e-05 -8.95708e-05 8.81436e-07 8.20531e-05 0.000206178 0.000211964
internal_weight=0 0.0097373 0.00769162 0.00665887 0.00540937 0.00440361 0.00300658 0.00204568
internal_count=3910 3606 3217 2799 2458 2304 610 389
is_linear=0
shrinkage=0.00196078


Tree=6751
num_leaves=8
num_cat=0
split_feature=42 133 15 3 15 16 2
split_gain=1.04269e-05 2.14622e-05 4.17925e-05 2.79068e-05 3.88316e-05 4.33755e-05 2.40056e-05
threshold=0.092145000000000019 0.065880000000000008 0.079360000000000014 -0.100615 -0.017214999999999998 -0.09601999999999998 0.090695000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.016276741304235513 -0.0075589294010372666 0.011241141516251151 -0.019807162139632073 0.0078119807940384206 0.01449994790144335 -0.026722153520257391 -0.0051299098198156062
leaf_weight=0.0011189987609634376 0.0015605095135342731 0.0017359894355821904 0.0010255497091200159 0.0012510542040513216 0.0011434463441181751 0.0010174289781979479 0.0010424467419646987
leaf_count=306 832 923 796 305 251 249 248
internal_value=0 0.00134764 -0.00125505 0.0021587 -0.00138794 -0.00687491 -0.0157949
internal_weight=0 0.00833491 0.00659892 0.00557338 0.00445438 0.00331093 0.00205988
internal_count=3910 3078 2155 1359 1053 802 497
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=9
num_cat=0
split_feature=52 160 42 13 4 1 0 16
split_gain=1.04007e-05 2.7787e-05 2.7731e-05 4.09081e-05 3.27684e-05 2.50523e-05 2.35179e-05 2.73477e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.16277999999999995 -0.076329999999999995 0.094485000000000013 -0.14733499999999997 0.24895000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 -1 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.0065067615764042297 -0.016267520029070833 -0.014332405999184753 -0.012900764443197205 0.022931001471518296 -0.0082214188913944716 0.013174464297782285 0.022417572547184694 -0.00070823477709978586
leaf_weight=0.0012043282561509877 0.001175794078239722 0.0010034684498715623 0.0010762490761214373 0.0011795033168529459 0.0011175172443224099 0.0010724146934810704 0.001045421880231075 0.001000983365187379
leaf_count=128 924 695 125 382 307 287 621 441
internal_value=0 -0.00232541 0.00068296 0.00407219 0.00949361 0.00225619 0.00458069 0.0111058
internal_weight=0 0.00662495 0.00544915 0.00444568 0.00336944 0.00218993 0.00325073 0.00204641
internal_count=3910 2720 1796 1101 976 594 1190 1062
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=8
num_cat=0
split_feature=11 48 49 51 12 16 16
split_gain=2.62737e-05 2.53863e-05 3.49659e-05 5.2909e-05 3.75426e-05 3.6711e-05 1.75423e-05
threshold=1.0000000180025095e-35 0.091555000000000011 -0.0057999999999999987 -0.0084849999999999978 0.086865000000000012 -0.088144999999999987 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00026351054268001952 -0.00030529090969866237 0.00023929667259664679 0.00036509378815999504 -0.00042664178583819683 0.00038570905460655976 -9.8558584464388807e-05 -7.1469464375142062e-05
leaf_weight=0.0017636329082760518 0.0010075395846357192 0.0017751834339346509 0.0015340011399903623 0.0010473613213043385 0.0010571258774955492 0.001397435690593256 0.0010921669562617817
leaf_count=556 304 433 573 527 349 917 251
internal_value=0 2.74362e-05 -2.02202e-05 4.97975e-05 -5.54824e-05 0.000110005 -0.000245337
internal_weight=0 0.00966691 0.00789172 0.00612809 0.00459409 0.00245456 0.00213953
internal_count=3910 3606 3173 2617 2044 1266 778
is_linear=0
shrinkage=0.00196078


Tree=6754
num_leaves=7
num_cat=0
split_feature=42 49 160 1 1 3
split_gain=1.0114e-05 2.09432e-05 5.05344e-05 2.50911e-05 3.4534e-05 4.28726e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.069910000000000014 0.11198000000000001 0.092550000000000007 -0.060719999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.021850481716128117 -0.0074378656569421778 -0.0048666315093255207 0.0073794842104340248 0.015951030836231041 -0.015519051732212477 0.017358176480620251
leaf_weight=0.0011343398403807186 0.0015597815705993669 0.001856484695008848 0.0012358793103097118 0.0014489974352893823 0.0010045673459353876 0.0016300851766663589
leaf_count=491 832 1510 225 302 304 246
internal_value=0 0.00133783 -0.0066094 0.00450891 0.000817287 0.00552419
internal_weight=0 0.00831035 0.00237022 0.00594013 0.00449114 0.00348657
internal_count=3910 3078 716 2362 2060 1756
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=7
num_cat=0
split_feature=1 150 0 15 43 13
split_gain=1.05186e-05 2.14006e-05 3.01863e-05 3.21921e-05 1.90616e-05 4.30433e-05
threshold=0.085835000000000009 0.077110000000000012 -0.11756999999999999 -0.074174999999999977 0.013605000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.02092913062707661 -0.011158736661302527 0.013478433079472624 0.019391525776536016 -0.0029919616545120912 0.0058793499100549141 0.0041576514035215088
leaf_weight=0.00140445016570005 0.0017012538585604153 0.0013963415276581157 0.0010631632103169164 0.0016240164645410574 0.0013302728759060109 0.0013331490372914501
leaf_count=1374 261 349 373 727 397 429
internal_value=0 0.0026957 -0.000735224 0.0058639 -0.00394064 -0.00871243
internal_weight=0 0.00578478 0.00438843 0.00268718 0.00406787 0.0027376
internal_count=3910 1710 1361 1100 2200 1803
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=8
num_cat=0
split_feature=13 403 160 43 2 2 2
split_gain=9.22085e-06 2.70741e-05 3.06429e-05 4.08592e-05 3.47076e-05 6.00446e-05 7.12122e-06
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.053009999999999995 0.097940000000000013 0.11339500000000001 0.085005000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.012660216730295696 -0.0088555445399300884 0.01584733114055396 0.015114942457484652 -0.0062386550572561617 0.0232907320334763 -0.010815782685060107 -0.017859725496655234
leaf_weight=0.0017567152277083173 0.0010588275254324779 0.001080389879398562 0.0017679071477365513 0.0010552364197837921 0.0010296674517763973 0.0010350591422220419 0.0010539865505152131
leaf_count=1077 221 418 858 478 233 261 364
internal_value=0 0.00102316 -0.00105721 0.00237323 -0.00302362 0.00619294 -0.0120457
internal_weight=0 0.00877896 0.00769857 0.00594186 0.00417395 0.00206473 0.00210922
internal_count=3910 3689 3271 2194 1336 494 842
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=9
num_cat=0
split_feature=11 13 39 133 43 0 1 52
split_gain=4.62275e-05 3.71195e-05 6.38887e-05 4.53012e-05 6.59476e-05 6.55735e-05 5.56717e-05 3.14379e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 0.084760000000000016 -0.074254999999999988 -0.10071499999999999 0.092730000000000021 0.0053050000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00047650127654159279 -0.00040460555564665178 0.00031924280228781449 0.00042981104364202293 -0.00047382847639845338 0.00029566304783940094 -0.00051362133594073944 -0.0002325513944490081 3.8281712322092009e-06
leaf_weight=0.0011701283949888341 0.0010322241901199814 0.0015343568672783218 0.0010123624351175723 0.0010445239429599934 0.0013925059218483278 0.0013459018167122426 0.0017081832975625877 0.0010061942028029044
leaf_count=237 279 532 387 965 150 1041 150 169
internal_value=0 3.08043e-05 -3.07023e-05 -9.70617e-05 -3.12625e-05 -0.000152209 4.66739e-06 0.000257967
internal_weight=0 0.0102142 0.00803783 0.00702547 0.00598095 0.00444659 0.00310069 0.00217632
internal_count=3910 3631 3225 2838 1873 1341 300 406
is_linear=0
shrinkage=0.00196078


Tree=6758
num_leaves=9
num_cat=0
split_feature=11 13 39 133 43 0 1 16
split_gain=4.17291e-05 4.40723e-05 7.80749e-05 4.66549e-05 5.25541e-05 0.000111565 5.12642e-05 2.01808e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 0.084760000000000016 -0.074254999999999988 -0.10071499999999999 0.092730000000000021 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00045846175805347965 -0.00038912152667408485 0.00026802785216640759 0.00045609271148441474 -0.00049226865934430043 0.00033053404561905129 -0.00061065602751031412 -0.00017540475202953599 8.1048132922226517e-05
leaf_weight=0.0011264557572375148 0.0010104275485949806 0.0015322234420862193 0.0010695504854930371 0.001056796185843689 0.0014149548246898801 0.0014053734399945362 0.0016891778264480906 0.0010547280952919425
leaf_count=298 279 532 387 965 150 1041 150 108
internal_value=0 2.83486e-05 -3.77731e-05 -0.000112185 -4.57022e-05 -0.0001523 5.5217e-05 0.000275961
internal_weight=0 0.0103493 0.00816808 0.00709853 0.00604173 0.00450951 0.00310413 0.00218118
internal_count=3910 3631 3225 2838 1873 1341 300 406
is_linear=0
shrinkage=0.00196078


Tree=6759
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 0
split_gain=1.10426e-05 2.9547e-05 6.25208e-05 2.66625e-05 0.000102383 4.60506e-05 3.17424e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999 -0.22851499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.0098815186836005015 -0.015639302526370469 -0.020760810034510118 -0.0062276745953451281 0.030673049157282653 -0.0043933504616511321 -0.016747557489417465 0.019400325773515414
leaf_weight=0.0010054787090497111 0.0012184150749403972 0.0011146395214321012 0.0016271969168129667 0.0014658576135687155 0.0011163162731698262 0.0011948879716127299 0.0011264597236630785
leaf_count=587 813 845 431 586 106 376 166
internal_value=0 -0.00117664 0.00112823 0.00486417 0.00854492 -0.000890761 0.00755729
internal_weight=0 0.00886377 0.00764536 0.00653072 0.00490352 0.00343766 0.00224278
internal_count=3910 3323 2510 1665 1234 648 272
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=8
num_cat=0
split_feature=484 1 15 2 12 3 0
split_gain=1.10338e-05 2.86658e-05 3.69609e-05 3.21846e-05 5.15978e-05 6.13138e-05 9.29088e-05
threshold=0.084225000000000008 0.12263000000000002 -0.11739999999999999 0.106035 0.091405000000000014 -0.078884999999999997 -0.10209999999999998
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=-0.021397015856181277 0.0094813073299472618 0.012435535495502184 -0.020125703953830506 -0.0134492625049539 0.019673711710319525 -0.013181660612615593 0.02789915789419626
leaf_weight=0.001010656005656258 0.0010824022559495312 0.0013075563798699459 0.0013368742133992419 0.0015377583200041388 0.0013618580670398932 0.0011194110612182768 0.001083289512067688
leaf_count=321 470 333 1120 482 771 143 270
internal_value=0 -0.00122093 -0.00361783 -0.000827321 0.00313264 -0.00323157 0.00702191
internal_weight=0 0.0087574 0.00744985 0.00643919 0.00490143 0.00353957 0.0022027
internal_count=3910 3440 3107 2786 2304 1533 413
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=8
num_cat=0
split_feature=0 48 2 133 2 0 0
split_gain=1.0641e-05 3.21477e-05 2.56967e-05 4.02718e-05 5.80848e-05 5.15392e-05 1.67941e-05
threshold=-0.10575999999999998 0.087945000000000009 0.106285 0.087550000000000017 0.088485000000000022 -0.06402999999999999 -0.17106499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.020605796537013263 -0.021544486142192884 -0.0078513078282149949 0.0099854436880849311 -0.023665908363135053 0.017846502255746077 0.0074728618144633083 0.0038732547615432443
leaf_weight=0.0010421683824243348 0.0014851315786198335 0.0014383130922681134 0.0012557643639166385 0.0010225034243582232 0.0011115178421123324 0.0010412540403536422 0.0014132617882141032
leaf_count=157 1168 209 583 723 518 197 355
internal_value=0 0.00402081 -0.00271082 -0.00613187 -0.00120359 -0.00958494 0.0109751
internal_weight=0 0.00389374 0.00591617 0.00466041 0.0036379 0.00252639 0.00245543
internal_count=3910 721 3189 2606 1883 1365 512
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=9
num_cat=0
split_feature=4 484 160 133 2 160 13 43
split_gain=1.94207e-05 3.21666e-05 4.94483e-05 4.13933e-05 4.05695e-05 8.53443e-05 9.57907e-05 4.37944e-05
threshold=-0.48072499999999996 0.084225000000000008 -1.0000000180025095e-35 -0.0023199999999999996 0.10796500000000002 0.087825000000000014 -0.07409499999999998 -0.075819999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.00026567637789539554 -0.00040011001394025467 0.00033892415560460412 -0.000310817075545558 0.00084655141102337817 -0.00014761818449223179 -0.00027306573229097516 -0.00017728781623081464 0.00035764724262036493
leaf_weight=0.0010107343687996073 0.0011419016005193303 0.0010802871642387043 0.0011162456583684354 0.0010412354682374603 0.0018411676238392983 0.0011219340699672687 0.0010065320737144478 0.0014164320867069698
leaf_count=208 751 438 835 306 437 262 298 375
internal_value=0 1.98394e-05 -1.98481e-05 3.77139e-05 9.82442e-05 0.000196949 0.000349171 0.000135428
internal_weight=0 0.00976574 0.00868545 0.00754355 0.0064273 0.00458613 0.0034642 0.00242296
internal_count=3910 3702 3264 2513 1678 1241 979 673
is_linear=0
shrinkage=0.00196078


Tree=6763
num_leaves=8
num_cat=0
split_feature=16 133 1 12 15 16 0
split_gain=1.11704e-05 4.56441e-05 4.9516e-05 3.7157e-05 3.32454e-05 6.17105e-05 3.55155e-05
threshold=0.10994000000000002 0.065880000000000008 1.0000000180025095e-35 0.091405000000000014 -0.0089749999999999986 -0.063614999999999991 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -4
right_child=3 -3 4 -5 -6 -7 -8
leaf_value=-0.020589849124172072 -0.019072671894226713 0.019102026119536205 -0.0048370843279879226 0.0051008198667676259 0.016944177329543966 -0.022168808897707962 0.018914164642676881
leaf_weight=0.0011265013082393553 0.0011494658850662216 0.0012801731276024389 0.0013294559834703594 0.0014230745376505418 0.0012225128547102481 0.0010780808041675901 0.0011958953300717052
leaf_count=917 320 1112 131 365 459 247 359
internal_value=0 0.00197201 -0.00171209 -0.00570041 0.00269447 -0.00213993 0.00641046
internal_weight=0 0.00723262 0.00595245 0.00257254 0.00482594 0.00360343 0.00252535
internal_count=3910 3225 2113 685 1196 737 490
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=9
num_cat=0
split_feature=50 160 47 2 16 133 16 47
split_gain=2.80157e-05 3.68197e-05 3.20217e-05 6.10977e-05 6.47003e-05 5.58529e-05 4.4896e-05 3.79258e-05
threshold=0.086465000000000014 0.099550000000000013 0.077065000000000008 0.11260500000000001 0.15737500000000001 0.065880000000000008 -0.089559999999999987 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.00025623643762209293 -0.00030117696118940054 -0.00032343220221765643 -0.00041436673177736429 0.00051877213067378042 -0.00035673603214038282 0.00055335649185603243 -0.00022270520687500629 8.6289441978677358e-05
leaf_weight=0.0015720186339237834 0.001110585595401962 0.0010324759160484772 0.0010143170939878412 0.0013011017030196675 0.0011955230714710396 0.0010430994509944948 0.0014434359153374511 0.0013639741766328394
leaf_count=398 715 260 228 469 250 633 755 202
internal_value=0 2.71428e-05 6.76602e-05 0.00013837 4.4169e-05 0.000162263 2.69769e-05 -0.000127235
internal_weight=0 0.00996595 0.00893347 0.00655518 0.00525408 0.00405855 0.00301545 0.00237829
internal_count=3910 3195 2935 2505 2036 1786 1153 430
is_linear=0
shrinkage=0.00196078


Tree=6765
num_leaves=7
num_cat=0
split_feature=42 49 52 0 15 3
split_gain=1.06929e-05 1.62024e-05 4.46003e-05 2.32677e-05 4.43672e-05 3.94679e-05
threshold=0.092145000000000019 -0.00064499999999999985 -0.068164999999999989 -0.083424999999999985 -0.10469999999999999 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=0.0079684247930542039 -0.0076581020771353189 -0.0025498158515021864 -0.01949162208173208 -0.014868061461315779 0.021070593308626859 0.0093505582604341362
leaf_weight=0.0011972929920626707 0.0015512828112390761 0.001499660740192471 0.0011689383669333938 0.0013334654589532728 0.0016929207006449189 0.0013583307137972388
leaf_count=307 832 324 409 937 877 224
internal_value=0 0.00139118 -0.00559707 0.00420131 0.00997531 -0.00264689
internal_weight=0 0.00825061 0.00236623 0.00588438 0.00319258 0.0026918
internal_count=3910 3078 716 2362 1201 1161
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=8
num_cat=0
split_feature=11 15 13 16 13 52 0
split_gain=2.26503e-05 2.77969e-05 5.25161e-05 6.92671e-05 5.11511e-05 3.88368e-05 3.02913e-05
threshold=1.0000000180025095e-35 -0.106555 -0.09547499999999999 -0.094359999999999986 -0.032264999999999995 0.086635000000000004 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00024878479483371815 -0.00028504759175558293 0.00029667988291179532 -0.00044159467857715357 -0.00037104826227677887 0.00021095929264072481 0.00042331418079002558 -0.00021620434076607739
leaf_weight=0.0017278253695393675 0.0010115355644067245 0.0015655006103591383 0.0017125811220032733 0.0010167133472301724 0.0012360041239438087 0.0011574054727965205 0.0013197301847451407
leaf_count=591 304 233 386 1268 128 321 679
internal_value=0 2.32292e-05 -2.54376e-05 -0.000103712 1.86288e-05 0.000125328 -9.61948e-06
internal_weight=0 0.00973576 0.00800793 0.00644243 0.00472985 0.00371314 0.00255573
internal_count=3910 3606 3015 2782 2396 1128 807
is_linear=0
shrinkage=0.00196078


Tree=6767
num_leaves=9
num_cat=0
split_feature=16 47 51 1 12 15 15 1
split_gain=2.4689e-05 3.13614e-05 3.77147e-05 6.22084e-05 3.93002e-05 3.30582e-05 3.10164e-05 2.00435e-05
threshold=0.3935300000000001 0.077065000000000008 0.08955500000000001 0.085990000000000011 0.086865000000000012 0.085120000000000015 -0.09547499999999999 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -3
right_child=-2 7 -4 6 5 -7 -8 -9
leaf_value=-0.00024340074172893886 -0.000269219635261598 -0.00036730305215399757 -0.00026059936981005598 0.0006392026195876819 -6.5883762592063003e-05 0.00040168919337615585 0.00020332174368931341 6.5188272298820846e-06
leaf_weight=0.0016787146591037455 0.0012264497559127075 0.0011033811518059743 0.0010505595375674311 0.0010275365366045177 0.0012603981359416755 0.0010790699015361452 0.0016127745858684614 0.0011024105819878391
leaf_count=771 380 327 360 295 431 486 710 150
internal_value=0 2.5685e-05 8.46734e-05 0.00013915 -1.44815e-05 0.000149782 0.000372955 -0.000180474
internal_weight=0 0.00991485 0.00770905 0.00665849 0.00401818 0.00233947 0.00264031 0.00220579
internal_count=3910 3530 3053 2693 1688 917 1005 477
is_linear=0
shrinkage=0.00196078


Tree=6768
num_leaves=10
num_cat=0
split_feature=11 16 2 133 160 42 160 1 15
split_gain=2.45865e-05 3.57698e-05 4.88881e-05 6.74418e-05 3.2656e-05 5.55305e-05 3.57669e-05 3.49051e-05 2.78487e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.087550000000000017 0.041025000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088495000000000018 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 -4
right_child=-2 2 8 -5 -6 6 7 -9 -10
leaf_value=-0.00027728354527313504 -0.00029608688087913519 -0.00025767147152415773 0.00010705219152199384 -0.00047885779731888389 -0.00022721704147719062 -3.4964155727534782e-05 0.00066258072754771984 0.00017801342785101981 0.00055423799690248652
leaf_weight=0.0013358404458982112 0.0010360612669832814 0.0010022321358003059 0.0011024185104439716 0.0010249425148985266 0.0011317746654232724 0.0010285776224039722 0.0010753476814506511 0.0012198822840968613 0.0010409887710909158
leaf_count=371 304 595 391 708 308 530 298 211 194
internal_value=0 2.12864e-05 6.75227e-05 -1.73553e-05 6.93119e-05 0.00014689 0.000268877 0.00040504 0.000324237
internal_weight=0 0.009962 0.00862616 0.00648276 0.00545781 0.00432604 0.00332381 0.00229523 0.00214341
internal_count=3910 3606 3235 2650 1942 1634 1039 509 585
is_linear=0
shrinkage=0.00196078


Tree=6769
num_leaves=8
num_cat=0
split_feature=4 151 16 1 16 15 52
split_gain=1.07181e-05 2.69948e-05 2.70259e-05 4.8984e-05 3.30426e-05 2.92402e-05 3.12604e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.092424999999999993 0.086560000000000012 -0.072804999999999981 -0.038029999999999987 0.09086000000000001
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=0.010982735559832065 0.0080985171032282085 0.0017963575779581375 0.01584445104283988 -0.029019090188649656 -0.017806258069905181 -0.0079983885216585587 0.013423917659121411
leaf_weight=0.0014595988022423822 0.001386031119521079 0.0010338835271823793 0.0010442835055641539 0.001029495678209527 0.0011221574744666517 0.0015647685320429989 0.0012063164538018041
leaf_count=561 472 419 754 157 586 637 324
internal_value=0 -0.0013882 -0.00396738 -0.0135786 4.91216e-05 -0.00418766 0.00132723
internal_weight=0 0.0084605 0.00700091 0.00206338 0.00493753 0.00389324 0.00277108
internal_count=3910 3438 2877 576 2301 1547 961
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=7
num_cat=0
split_feature=1 0 12 150 1 3
split_gain=1.23374e-05 2.21272e-05 3.69473e-05 2.12577e-05 2.53038e-05 2.12227e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 0.10561500000000001 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.01523098802962743 -0.010717326922681271 -0.013052552606059149 0.010329003893192967 0.013672555609442581 0.012747760388154629 -0.0047803574991630978
leaf_weight=0.0012673517891337166 0.0015606122536265124 0.0011487621956577342 0.0016415913355533381 0.001394831834889078 0.0015955774301530362 0.0012181174635341439
leaf_count=747 706 784 678 348 454 193
internal_value=0 -0.00427367 0.000703038 0.00292285 -0.000504901 0.00515941
internal_weight=0 0.00405771 0.00279035 0.00576914 0.00437431 0.00281369
internal_count=3910 2209 1462 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=10
num_cat=0
split_feature=0 157 51 4 3 150 2 16 0
split_gain=3.61038e-05 5.13558e-05 0.000103894 4.85883e-05 3.99521e-05 3.65114e-05 7.5861e-05 6.50569e-05 2.53945e-05
threshold=-0.017269999999999997 -0.055684999999999991 -0.032189999999999989 -0.48072499999999996 -0.089974999999999986 0.086420000000000011 0.10679500000000001 -0.15168999999999996 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 6 7 -6 -9
right_child=3 2 4 -5 5 -7 -8 8 -10
leaf_value=0.00035443588116538529 -9.8604400739003755e-05 -0.00070011420993803359 -0.00033617012639977568 0.00047363285592811818 0.00069561658189471126 -0.00024682280172076926 -0.00029025524831619964 -0.00010471743088863304 0.00031355060882238368
leaf_weight=0.0010178635977054528 0.0010441078647145173 0.0010133986371167148 0.0013242888834783164 0.0012576097638486382 0.0010099627652661678 0.0013072096831361962 0.0012239860837786106 0.0011628601991959919 0.0010730336067039305
leaf_count=492 194 364 501 252 189 209 299 695 715
internal_value=0 -6.07281e-05 -0.000112804 0.000214054 -2.89915e-05 4.14239e-05 0.000125722 0.000282583 9.60147e-05
internal_weight=0 0.0091326 0.00811474 0.00230172 0.00710134 0.00577705 0.00446984 0.00324586 0.00223589
internal_count=3910 3464 2972 446 2608 2107 1898 1599 1410
is_linear=0
shrinkage=0.00196078


Tree=6772
num_leaves=9
num_cat=0
split_feature=11 160 52 133 13 42 2 0
split_gain=2.37287e-05 2.48077e-05 2.76077e-05 5.95308e-05 0.000115251 8.39036e-05 5.10049e-05 3.61703e-05
threshold=1.0000000180025095e-35 0.099550000000000013 0.10433000000000002 0.087550000000000017 -0.010739999999999998 0.084100000000000022 0.097135000000000013 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=0.00081259871166344409 -0.0002835210489024497 -0.00025790829891279854 0.00029085290076186714 -0.00042035187301627848 0.00029018675793876915 7.8069775099624499e-05 -0.00046922804648214569 -0.00017846913028015906
leaf_weight=0.0011122980011137205 0.0010462337091802906 0.0010508132020233167 0.0016346366280111579 0.0010609244252636945 0.0011088291623475581 0.0012928170785657558 0.0011812426569283402 0.0014758743864374218
leaf_count=490 304 300 657 650 84 654 296 475
internal_value=0 2.69569e-05 6.07172e-05 8.69991e-06 8.24622e-05 0.000417769 -0.000131681 2.25827e-05
internal_weight=0 0.00991744 0.00886662 0.00723199 0.00617106 0.00240512 0.00376595 0.0025847
internal_count=3910 3606 3306 2649 1999 1144 855 559
is_linear=0
shrinkage=0.00196078


Tree=6773
num_leaves=8
num_cat=0
split_feature=16 133 43 16 15 16 12
split_gain=1.10312e-05 3.81369e-05 4.60808e-05 3.53789e-05 5.19835e-05 4.94877e-05 2.85754e-05
threshold=0.10994000000000002 0.065880000000000008 -0.0037249999999999996 -0.19424999999999998 -0.0089749999999999986 -0.063614999999999991 0.091405000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2
right_child=6 -3 3 4 -6 -7 -8
leaf_value=-0.018420943702730664 -0.017389108960391298 0.017526728219112938 -0.010084373431796896 0.013963661335654638 0.025535764528481292 -0.016673188172979612 0.0037502413160439376
leaf_weight=0.0012586835590071878 0.0011519404025582005 0.0012919455154260032 0.0014202727551373201 0.0011081127372733462 0.0011872006677062681 0.001005802617396784 0.0014373257211017375
leaf_count=1023 320 1112 283 192 446 169 365
internal_value=0 0.00194641 -0.00141959 0.00311283 0.0087908 -0.000613376 -0.00565446
internal_weight=0 0.00727202 0.00598007 0.00472139 0.00330112 0.00211392 0.00258927
internal_count=3910 3225 2113 1090 807 361 685
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=7
num_cat=0
split_feature=1 0 43 49 48 47
split_gain=1.25341e-05 2.03593e-05 3.37221e-05 1.66626e-05 2.89708e-05 3.90231e-05
threshold=0.085990000000000011 -0.087614999999999985 -0.083899999999999988 -0.047309999999999998 0.091065000000000021 0.09252500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=-0.014827779892116852 0.012307877282382867 0.01456991132448447 -0.0081017837784917914 0.013438010405064555 -0.013686925360510686 -0.0093387832807933883
leaf_weight=0.001265231428904591 0.0014306551153982928 0.0010545247624302216 0.0017362778188924561 0.0019790444148065503 0.0011573878042777292 0.0012133994460761491
leaf_count=747 333 435 1027 998 189 181
internal_value=0 -0.00430548 0.000464879 0.00294612 -0.000132956 0.0047809
internal_weight=0 0.00405603 0.0027908 0.00578049 0.00434983 0.00319244
internal_count=3910 2209 1462 1701 1368 1179
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=8
num_cat=0
split_feature=4 151 47 1 12 15 15
split_gain=1.87342e-05 2.70153e-05 3.07364e-05 4.96011e-05 2.18257e-05 3.87326e-05 1.10055e-05
threshold=0.27020000000000005 -0.016164999999999995 0.09550500000000002 0.088495000000000018 0.086865000000000012 0.085120000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=0.00019094928977711411 0.00019281571037640678 -0.00019439476738415622 0.00017702495082736822 -0.00025783944166112461 -0.00014109649119594588 0.00035791949869040223 -0.00054727029385438135
leaf_weight=0.0015659012528720017 0.0015057811435787048 0.001752046098917459 0.0013399340258439538 0.0010100593338480107 0.0012723714997151562 0.0011283066218146876 0.0010103601070068462
leaf_count=561 472 750 255 173 601 606 492
internal_value=0 -4.33349e-05 -9.21652e-05 -0.000150595 -2.79992e-05 9.34385e-05 -0.000402576
internal_weight=0 0.00907898 0.00751308 0.00617314 0.00415272 0.00240068 0.00202042
internal_count=3910 3438 2877 2622 1957 1207 665
is_linear=0
shrinkage=0.00196078


Tree=6776
num_leaves=8
num_cat=0
split_feature=1 3 3 4 52 16 0
split_gain=2.91943e-05 4.61321e-05 5.11285e-05 3.33918e-05 3.2852e-05 3.37101e-05 3.13318e-05
threshold=0.090355000000000005 0.084925000000000014 -0.078494999999999995 -0.077889999999999987 -0.074484999999999982 -0.27337499999999998 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7
right_child=4 -3 -4 -5 5 6 -8
leaf_value=-0.00035379261644704095 -0.00024541895006487401 6.9645880631518772e-05 -0.00068796459101317081 8.1434713082308865e-05 -0.00014910804456900488 0.00047828699716012955 3.8448613856735898e-05
leaf_weight=0.0017289769915482911 0.0015379831161677297 0.0016657607288160584 0.0010586952855816808 0.0011146999916724445 0.0014258964581368295 0.0010925041935954927 0.0014478961562977809
leaf_count=870 438 138 605 878 364 130 487
internal_value=0 -0.000203525 -0.000320131 -0.000183187 -2.15517e-06 9.21735e-05 0.000227602
internal_weight=0 0.00556813 0.00390237 0.00284368 0.00550428 0.0039663 0.0025404
internal_count=3910 2491 2353 1748 1419 981 617
is_linear=0
shrinkage=0.00196078


Tree=6777
num_leaves=7
num_cat=0
split_feature=4 12 52 0 13 48
split_gain=1.19497e-05 2.73228e-05 3.8401e-05 3.78217e-05 3.25815e-05 3.98466e-05
threshold=0.25367000000000006 0.10129000000000001 -0.11271999999999999 -0.061994999999999995 -0.014114999999999997 0.085845000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.017314848701169137 0.0070847851374182995 -0.01717580974935121 -0.01262354614532369 0.017330544446084072 0.013836221538804245 -0.010852353293248948
leaf_weight=0.0010407353513189792 0.0018578521190610693 0.0010118814476984261 0.0015819505163442629 0.0014850352323685072 0.0018773425213764606 0.0010029960448186099
leaf_count=548 534 435 1419 219 601 154
internal_value=0 -0.00181788 0.000405968 0.00350697 -0.00109347 0.00523913
internal_weight=0 0.00799994 0.00698806 0.00594732 0.00446229 0.00288034
internal_count=3910 3376 2941 2393 2174 755
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=8
num_cat=0
split_feature=1 13 3 3 3 15 15
split_gain=1.10734e-05 2.93448e-05 2.68521e-05 2.07815e-05 3.23226e-05 3.86934e-05 1.65364e-05
threshold=0.088010000000000019 -0.080649999999999986 0.11265500000000002 -0.11266 0.084925000000000014 0.083935000000000023 -0.052074999999999989
decision_type=2 2 2 2 2 2 2
left_child=3 -2 6 -1 5 -5 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0080578907397353943 0.016144125615778503 0.010172067366561247 -0.013934004851896664 -0.029541458938863729 0.0044038035105976635 -0.0019786043962292123 -0.0052298632382806413
leaf_weight=0.0011123485596858133 0.0012810604533620411 0.0017308030420935825 0.0011784762277147476 0.0010088213308203869 0.0013326118310897396 0.0010286392496600516 0.0011671791463279046
leaf_count=215 484 435 129 1105 119 886 537
internal_value=0 0.0029421 -0.00120674 -0.00379384 -0.0077057 -0.015626 0.00396885
internal_weight=0 0.00535752 0.00407646 0.00448242 0.00337007 0.00203746 0.00289798
internal_count=3910 1585 1101 2325 2110 1991 972
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=8
num_cat=0
split_feature=49 52 2 133 52 4 1
split_gain=1.08388e-05 3.28068e-05 4.96564e-05 3.94388e-05 4.47566e-05 5.2578e-05 7.53982e-05
threshold=0.10447000000000002 0.11401500000000002 0.11260500000000001 0.087550000000000017 1.0000000180025095e-35 -0.0031049999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.018922266179936736 0.0096267311164244234 -0.018269249293619876 0.018847091284935898 -0.020868221396960082 0.017997712403313867 0.022768204467216155 -0.01031801110209832
leaf_weight=0.0015270561668542302 0.0010231597067808665 0.001003213425855594 0.0012922610581519722 0.0010014155829946754 0.0011768981863492928 0.0012237119050621877 0.0015755393089333129
leaf_count=902 378 566 400 587 616 241 220
internal_value=0 -0.00124759 0.000942557 -0.0026145 0.000707116 -0.0039965 0.00414586
internal_weight=0 0.0088001 0.00779688 0.00650462 0.00550321 0.00432631 0.00279925
internal_count=3910 3532 2966 2566 1979 1363 461
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=8
num_cat=0
split_feature=484 1 457 12 3 2 12
split_gain=1.18063e-05 3.0013e-05 3.59853e-05 2.38118e-05 6.15126e-05 6.45242e-05 2.93606e-05
threshold=0.084225000000000008 0.12811000000000003 0.069705000000000003 0.089995000000000006 0.0066850000000000008 0.087995000000000004 0.097345000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=-0.0081150407719790315 0.0097721273742160785 0.014461775128904045 0.012140989065932027 -0.02684823735867771 -0.019088413454663552 0.023499604013820421 -0.0049269843822859101
leaf_weight=0.0013183524719995912 0.0010773753086951226 0.0010581830090951386 0.001233247491815824 0.0010516176803698476 0.001332210879381204 0.0012650428853042326 0.0014582076168152226
leaf_count=906 470 284 248 737 222 491 552
internal_value=0 -0.0013242 -0.00350531 -0.00650834 -0.00163455 0.00736609 -0.014112
internal_weight=0 0.00871686 0.00765868 0.00642543 0.00391561 0.0025834 0.00250983
internal_count=3910 3440 3156 2908 1619 1397 1289
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=9
num_cat=0
split_feature=11 160 52 133 13 42 1 3
split_gain=2.85752e-05 2.49833e-05 2.85795e-05 5.15831e-05 0.000105716 9.66988e-05 4.74605e-05 3.81104e-05
threshold=1.0000000180025095e-35 0.099550000000000013 0.10433000000000002 0.087550000000000017 -0.010739999999999998 0.084100000000000022 0.10662500000000001 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=0.00082040006266523161 -0.00031686106038644984 -0.00025978522972134026 0.00029519809747004613 -0.00039284021832718406 -0.00018148930493930152 2.8616318500438397e-05 -0.00044533927895990699 0.00030512066387836296
leaf_weight=0.001115526466040382 0.0010291667829578641 0.0010477641504933544 0.0016265635769569008 0.0010562513392242835 0.0014604406495732471 0.0012660585208307514 0.0012252844433241613 0.0010737226797382649
leaf_count=490 304 300 657 650 513 654 194 148
internal_value=0 2.64727e-05 6.04636e-05 7.41436e-06 7.62577e-05 0.000399485 -0.000128505 2.46869e-05
internal_weight=0 0.00987161 0.00882385 0.00719728 0.00614103 0.00238158 0.00375945 0.00253416
internal_count=3910 3606 3306 2649 1999 1144 855 661
is_linear=0
shrinkage=0.00196078


Tree=6782
num_leaves=8
num_cat=0
split_feature=4 2 2 13 3 1 52
split_gain=1.10422e-05 5.41056e-05 3.59631e-05 4.00703e-05 3.50054e-05 5.90028e-05 3.63309e-05
threshold=0.15927500000000003 0.10796500000000002 0.11085000000000002 -0.084184999999999996 -0.084129999999999996 0.086560000000000012 -0.066329999999999986
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.021464237075073531 0.020943401444031989 -0.0086114869309285285 0.012435850321324451 -0.0149100765893945 0.022166533058820728 -0.018933163627522946 0.0069925650780740187
leaf_weight=0.0012361914083615895 0.0011984382968579625 0.0012820494971767756 0.0013877313913758706 0.0013359983104799314 0.0011855047494731636 0.0010501454050779232 0.0011138179089165033
leaf_count=769 287 323 426 866 611 257 371
internal_value=0 0.00566785 -0.00205376 -0.00544938 -0.00122409 0.00423482 -0.00558888
internal_weight=0 0.00248049 0.00730939 0.00592166 0.00468547 0.00334947 0.00216396
internal_count=3910 610 3300 2874 2105 1239 628
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=9
num_cat=0
split_feature=403 11 3 49 48 43 3 49
split_gain=5.37149e-05 4.80594e-05 7.7589e-05 3.27023e-05 7.44107e-05 2.83325e-05 3.96849e-05 4.55569e-05
threshold=0.087440000000000004 1.0000000180025095e-35 -0.10628499999999998 -0.00064499999999999985 0.087770000000000015 -0.074254999999999988 0.084925000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=0.00055525281919303286 -0.00043257184656634364 -0.00036300858047417562 -0.00047752950358025093 0.00030434246321040079 0.00016741159557408361 -0.00025465519806960689 0.0003704666141824934 -0.00016078926111203788
leaf_weight=0.0011629061363496581 0.001025518437309623 0.001042115926128971 0.0013994834750305088 0.0017869080591104546 0.0013524733159976541 0.0014283721964881077 0.0015166714458884657 0.0010503938519612691
leaf_count=179 349 292 467 869 225 1243 158 128
internal_value=0 3.71167e-05 8.01164e-05 1.53731e-05 -0.000160568 9.91075e-05 7.31877e-06 0.000153087
internal_weight=0 0.0107393 0.00969721 0.0085343 0.00275196 0.00578235 0.00399544 0.00256707
internal_count=3910 3561 3269 3090 692 2398 1529 286
is_linear=0
shrinkage=0.00196078


Tree=6784
num_leaves=8
num_cat=0
split_feature=13 39 51 0 16 3 0
split_gain=1.18105e-05 2.88174e-05 3.1512e-05 3.63979e-05 7.90932e-05 4.85368e-05 4.8407e-05
threshold=-0.23438999999999996 0.005105000000000001 0.08955500000000001 -0.10575999999999998 -0.27337499999999998 -0.074234999999999982 -0.06402999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.0090931757516736957 -0.013100733970446369 0.014545696118354937 -0.019696457328450545 -0.011692825169018605 0.02248729082541261 -0.025512982751915655 0.014407328683266638
leaf_weight=0.0012251387868099832 0.0010415361139125218 0.0010006538540933739 0.0010379930491821298 0.0016337082068086845 0.0015596631946626378 0.0010420310796341822 0.0012575990047881064
leaf_count=210 216 419 367 1735 199 471 293
internal_value=0 -0.00140335 -0.0035109 -0.000939872 0.00823763 -0.00700915 -0.000340338
internal_weight=0 0.00857318 0.00757253 0.00653454 0.0026012 0.00393334 0.00289131
internal_count=3910 3700 3281 2914 415 2499 2028
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.31924e-05 2.9216e-05 4.42e-05 5.80827e-05 8.22929e-05 0.000109903 8.81698e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00062401669325006664 -0.00028981678354459138 0.00024243971809874483 -0.00028906725783938364 0.00046856399132854466 -0.00051224470909555823 0.00021725180971535446 -0.00046801068528029029
leaf_weight=0.00109052314550135 0.0010414688168946641 0.0018174348197734112 0.0019592916278531368 0.0010520797935394868 0.0011003791290424047 0.0015289594120597462 0.0013675582375514618
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 1.77685e-05 -3.26495e-05 4.91808e-05 -3.75478e-05 9.34633e-05 -0.000106287
internal_weight=0 0.00991623 0.00809879 0.0061395 0.00508742 0.00398704 0.00289652
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6786
num_leaves=7
num_cat=0
split_feature=1 13 1 1 4 4
split_gain=1.3148e-05 2.44456e-05 2.86496e-05 2.98588e-05 2.14782e-05 2.88349e-05
threshold=0.088010000000000019 -0.080649999999999986 0.11593500000000001 0.10285500000000002 -0.15333499999999997 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0050695562917726531 0.01533235573136915 -0.0044666378322834217 -0.012395814092528273 0.016561497355739328 -0.019836065403949964 0.0003745677424982323
leaf_weight=0.0016211232341469348 0.0012754057535686852 0.001438762153487727 0.0013570784469841344 0.0012724730787113357 0.0013629841107152909 0.001464350989571104
leaf_count=189 484 475 334 292 1512 624
internal_value=0 0.00325251 -0.000534487 0.00540257 -0.0041069 -0.00936845
internal_weight=0 0.00534372 0.00406831 0.00271124 0.00444846 0.00282734
internal_count=3910 1585 1101 767 2325 2136
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=7
num_cat=0
split_feature=42 49 3 4 4 2
split_gain=1.17798e-05 2.16319e-05 3.6926e-05 3.81179e-05 4.89524e-05 1.86235e-05
threshold=-0.082904999999999993 -0.045004999999999996 -0.078884999999999997 -1.0000000180025095e-35 0.074650000000000008 0.090420000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3
right_child=1 2 3 4 -6 -7
leaf_value=0.0085838122912897438 0.0076733924736889017 -0.025041775522462326 0.011197847493138111 -0.024082791232576593 0.0045274617535677629 -0.0058468775859410287
leaf_weight=0.0013517858467712715 0.0019789178073606967 0.0010142302092521502 0.0019699530927050242 0.001030313801052195 0.001425417363601587 0.0010076480556497935
leaf_count=577 481 1065 653 291 410 433
internal_value=0 -0.00147212 -0.0042791 0.000836012 -0.00747611 -0.0154756
internal_weight=0 0.00842648 0.00644756 0.00442568 0.00245573 0.00202188
internal_count=3910 3333 2852 1354 701 1498
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=8
num_cat=0
split_feature=42 49 160 4 15 15 4
split_gain=1.10378e-05 2.52281e-05 3.92279e-05 2.47521e-05 2.82891e-05 7.97191e-05 2.99317e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.069910000000000014 -0.34687499999999999 -0.033649999999999992 0.079360000000000014 0.25367000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=-0.02089980111642856 -0.0078674157246143052 -0.008052664180367871 0.0049722342099951409 -0.011552829177177338 0.034200563562321165 -0.0025024302380763377 0.01113865859678656
leaf_weight=0.0011218643933965686 0.0015324548363013979 0.0011830116105523095 0.0012270381930450359 0.0011119885516679947 0.0011823917556513352 0.0011847253658579589 0.0012180672589420152
leaf_count=491 832 223 225 673 215 971 280
internal_value=0 0.00137595 -0.00738456 0.00487542 0.00813144 0.015831 0.000309444
internal_weight=0 0.00822909 0.0023489 0.00588018 0.00469717 0.00236712 0.00233006
internal_count=3910 3078 716 2362 2139 1186 953
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=9
num_cat=0
split_feature=160 11 0 48 47 4 4 4
split_gain=2.98599e-05 3.50005e-05 3.71363e-05 0.000146123 3.2695e-05 4.45793e-05 6.07559e-05 4.45155e-05
threshold=0.099550000000000013 1.0000000180025095e-35 -0.18901999999999997 0.086065000000000016 0.09550500000000002 -0.076329999999999995 0.15927500000000003 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00021946054004419268 -0.00032531998342032642 -0.00032097925026273674 -0.00015972907004899826 0.00075368614807103801 0.00031865855807405538 -0.00053646091372363018 8.8551120951720441e-05 0.00034668031630840745
leaf_weight=0.0015042542171853088 0.0010607823993885835 0.0010301640888736108 0.0012630740666383345 0.0011703859007834716 0.0010161277704105846 0.0013480860906221943 0.0010746167360826515 0.0014150312217571371
leaf_count=183 311 293 131 492 162 1090 353 895
internal_value=0 2.09629e-05 6.10305e-05 0.00011893 -2.52174e-06 -6.65038e-05 -0.00025923 0.000107843
internal_weight=0 0.00982174 0.00879158 0.00728732 0.00611694 0.00510081 0.0024227 0.00267811
internal_count=3910 3599 3306 3123 2631 2469 1443 1026
is_linear=0
shrinkage=0.00196078


Tree=6790
num_leaves=8
num_cat=0
split_feature=11 48 160 15 3 160 1
split_gain=3.45689e-05 4.34036e-05 5.85971e-05 4.10526e-05 3.9347e-05 4.24339e-05 5.04758e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.087825000000000014 0.088615000000000013 -0.082304999999999975 -0.026849999999999995 0.095575000000000007
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=0.00034457352833502556 -0.00034143603498348836 0.00030060800239112756 -0.00046776986923010308 -0.0003169059957375667 0.00028562583290540948 -0.00036163638471548986 0.00015404021202980374
leaf_weight=0.0017387075833471882 0.0010605349583884408 0.0018660208559388601 0.0010311036796455545 0.0010953955551342223 0.0013324351744722815 0.0016652936130946783 0.0012990480617717337
leaf_count=892 304 433 333 726 447 445 330
internal_value=0 3.08186e-05 -3.08615e-05 3.23141e-05 9.5695e-05 -5.01474e-06 -0.000135654
internal_weight=0 0.010028 0.00816198 0.00713088 0.00603548 0.00429678 0.00296434
internal_count=3910 3606 3173 2840 2114 1222 775
is_linear=0
shrinkage=0.00196078


Tree=6791
num_leaves=7
num_cat=0
split_feature=1 13 3 0 133 16
split_gain=1.10282e-05 2.11681e-05 2.93938e-05 1.98906e-05 4.05515e-05 1.83341e-05
threshold=0.088010000000000019 -0.080649999999999986 0.11265500000000002 -0.083674999999999986 1.0000000180025095e-35 -0.074204999999999979
decision_type=2 2 2 2 2 2
left_child=3 -2 5 -1 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.011676874971931135 0.01425037951449418 -0.0056450362671438912 -0.013800709268881937 0.0123772026890534 -0.013018438915570037 0.010937035891816809
leaf_weight=0.0018511423779524819 0.0012708201342866111 0.0010471932958285477 0.001184065866560724 0.0015229996137719334 0.0010708687521448974 0.0018354817531973696
leaf_count=1249 484 342 129 518 558 630
internal_value=0 0.00298489 -0.000535481 -0.0037584 0.00189271 0.00491324
internal_weight=0 0.00533756 0.00406674 0.00444501 0.00259387 0.00288268
internal_count=3910 1585 1101 2325 1076 972
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=7
num_cat=0
split_feature=42 133 160 47 4 2
split_gain=1.08249e-05 2.24644e-05 3.24385e-05 4.80053e-05 4.16271e-05 5.03671e-05
threshold=0.092145000000000019 0.065880000000000008 -0.08266999999999998 0.09550500000000002 -0.078484999999999985 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.015056828033463794 -0.0077854003656199601 0.011539459301590163 -0.024988626502684491 0.013636729703219134 -0.017076828480138733 0.0084340579283810665
leaf_weight=0.001020623350284188 0.0015335373424120351 0.0017175357401080322 0.0012060599011695524 0.0011679010795175495 0.0014141863350977471 0.001709394387136962
leaf_count=393 832 923 709 185 375 493
internal_value=0 0.00136511 -0.00131583 -0.00435542 -0.00920872 -0.00311587
internal_weight=0 0.0082357 0.00651817 0.00549754 0.00432964 0.00312358
internal_count=3910 3078 2155 1762 1577 868
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=8
num_cat=0
split_feature=11 48 42 133 160 1 1
split_gain=3.8286e-05 3.09937e-05 4.65428e-05 5.64737e-05 7.03939e-05 3.37662e-05 2.76924e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.081519999999999995 0.077800000000000022 0.092550000000000007
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=0.00041737988910437595 -0.00036510613458731842 0.0002589020539250248 -0.00028721308560108902 0.00040906922077586322 -0.00046295087520666089 0.00019123174772382132 -0.00021721451333829797
leaf_weight=0.0010082335672083349 0.0010507256513821945 0.0018300268682791337 0.0019527406569156821 0.0013825307896752816 0.0010586446932803854 0.001088404123193755 0.0015428395220645858
leaf_count=204 304 433 1243 598 587 207 334
internal_value=0 2.8613e-05 -2.38474e-05 6.07298e-05 -4.17771e-05 -0.000167238 -4.82622e-05
internal_weight=0 0.00986342 0.00803339 0.00608065 0.00469812 0.00368989 0.00263124
internal_count=3910 3606 3173 1930 1332 1128 541
is_linear=0
shrinkage=0.00196078


Tree=6794
num_leaves=9
num_cat=0
split_feature=160 159 15 2 15 52 2 3
split_gain=3.0364e-05 3.4613e-05 5.50845e-05 6.642e-05 4.5185e-05 6.29445e-05 3.58958e-05 2.89048e-05
threshold=0.099550000000000013 0.08764000000000001 -0.11739999999999999 0.10113500000000002 -0.029114999999999999 -0.010284999999999997 0.087995000000000004 0.10420500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -5
right_child=-2 -3 3 7 6 -7 -8 -9
leaf_value=-0.00036580972297147797 -0.00032054038032805601 0.00037008421464067076 5.3583762113024549e-05 -0.00047284783199445188 -0.00015991593381165368 0.00070780389997247329 0.00026791145915170371 -1.154351377587793e-05
leaf_weight=0.0014235828512492461 0.0010724231367063965 0.0010136459990488676 0.0011285707499243606 0.0010416461293894018 0.0018225527955367581 0.001133111321066835 0.0012860182917343889 0.001047252084058549
leaf_count=443 311 402 300 484 1085 306 459 120
internal_value=0 2.681e-05 -1.23624e-05 5.50932e-05 0.000170491 0.000381351 1.70766e-05 -0.000241577
internal_weight=0 0.00989638 0.00888273 0.00745915 0.00537025 0.00226168 0.00310857 0.0020889
internal_count=3910 3599 3197 2754 2150 606 1544 604
is_linear=0
shrinkage=0.00196078


Tree=6795
num_leaves=8
num_cat=0
split_feature=133 160 42 0 16 12 3
split_gain=9.77943e-06 3.36363e-05 2.54783e-05 3.19708e-05 5.57145e-05 7.53671e-05 4.97115e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15713499999999997 -0.029944999999999996 0.085005000000000011 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.0085813699227789333 -0.013316836325306509 -0.012304016644546993 -0.0071970302391312288 0.040590820351143128 0.013381679994060673 0.0019699886809708771 -0.017356571485055251
leaf_weight=0.001151321390283397 0.0018179221476505554 0.0010541585958322441 0.001642226395151717 0.0010042290380069777 0.0010454706717669805 0.0010170005943825969 0.0010591658552751989
leaf_count=604 1086 618 189 288 429 436 260
internal_value=0 -0.00122982 0.001991 0.00460351 0.0093005 0.0211584 -0.00208745
internal_weight=0 0.00864017 0.00682225 0.00576809 0.00412587 0.00202123 0.00210464
internal_count=3910 3306 2220 1602 1413 724 689
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=7
num_cat=0
split_feature=11 48 42 49 15 4
split_gain=5.03338e-05 3.55144e-05 4.13749e-05 5.23681e-05 4.09622e-05 9.11653e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.065249999999999989 -0.017214999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00033991352965732528 -0.00042170294246905536 0.00028215955628722671 -0.00027280612005267652 -7.9786299863320357e-05 -8.2001439804563309e-05 0.00059948139476175824
leaf_weight=0.0010563275267311944 0.0010341586887173152 0.001797706131600618 0.0019310167172232598 0.0019678261189811025 0.0014074421711624643 0.0016273244375734441
leaf_count=208 304 433 1243 693 452 577
internal_value=0 3.31561e-05 -2.28688e-05 5.67878e-05 0.000140554 0.000283428
internal_weight=0 0.00978764 0.00798994 0.00605892 0.00500259 0.00303477
internal_count=3910 3606 3173 1930 1722 1029
is_linear=0
shrinkage=0.00196078


Tree=6797
num_leaves=7
num_cat=0
split_feature=42 133 160 47 4 2
split_gain=1.0355e-05 1.93867e-05 2.98541e-05 3.81894e-05 3.45505e-05 4.43427e-05
threshold=0.092145000000000019 0.065880000000000008 -0.08266999999999998 0.09550500000000002 -0.078484999999999985 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.014519624507902061 -0.0076031024742408805 0.010772156081948793 -0.022820332214753356 0.011991726902646473 -0.015944300545979402 0.0079556273343778985
leaf_weight=0.0010238311198789299 0.0015392989292785002 0.0017211696255584 0.0012010016911260645 0.0011654263218318119 0.0014192218643180518 0.0017136447385889977
leaf_count=393 832 923 709 185 375 493
internal_value=0 0.00133173 -0.00115919 -0.00407819 -0.00839957 -0.00287129
internal_weight=0 0.0082443 0.00652313 0.00549929 0.00433387 0.00313287
internal_count=3910 3078 2155 1762 1577 868
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=7
num_cat=0
split_feature=42 49 151 43 2 0
split_gain=1.00175e-05 2.22589e-05 3.20449e-05 3.53431e-05 7.31863e-05 5.01092e-05
threshold=-0.082904999999999993 -0.047894999999999993 -1.0000000180025095e-35 -0.074254999999999988 0.099990000000000009 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.0079523669978561456 0.0083008867329997828 -0.02020866773072549 0.012322984510205002 -0.0034886042867096189 0.0078610100202810493 -0.034550356311728009
leaf_weight=0.0013433230838354815 0.0018627815415824516 0.0010377138679957725 0.0014545038037104144 0.0010420772277538975 0.0019910384297264316 0.0010353707402146412
leaf_count=577 458 392 732 176 538 1037
internal_value=0 -0.0013463 -0.00408542 -0.00105603 -0.00583909 -0.0189693
internal_weight=0 0.00842349 0.0065607 0.00552299 0.00406849 0.00207745
internal_count=3910 3333 2875 2483 1751 1213
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.45554e-05 2.87777e-05 4.10669e-05 4.91569e-05 8.5621e-05 9.90403e-05 8.25294e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00061781755936880897 -0.0002955951694299249 0.00024523415292939228 -0.00027710697101415054 0.00043912287078905047 -0.00051584167300810244 0.00023484692439234363 -0.00043409260666369575
leaf_weight=0.0010601571958030807 0.0010285322128835957 0.0018214387975012377 0.0019277533724008618 0.0010414503458519107 0.0010872357989493917 0.0014856641610936042 0.0013565200772139351
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 2.29034e-05 -2.7979e-05 5.16521e-05 -2.92228e-05 0.000106355 -8.44251e-05
internal_weight=0 0.00978022 0.00795878 0.00603103 0.00498958 0.00390234 0.00284218
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6800
num_leaves=7
num_cat=0
split_feature=133 160 42 12 0 16
split_gain=1.09251e-05 2.86312e-05 2.33899e-05 3.82718e-05 4.84703e-05 7.62628e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.088115000000000013 0.085775000000000004 -0.15713499999999997 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.0091007398160010463 -0.014645351286577136 -0.0088928547205651427 0.01144283645770873 -0.013716821522471952 0.03366807768800513 -0.0047553118365692513
leaf_weight=0.0011467988703272687 0.001352956931972708 0.0016472590489106289 0.0017055392654137741 0.0018449850224365868 0.0010143944584508639 0.0010525519948091629
leaf_count=604 747 185 816 826 308 424
internal_value=0 -0.00128886 0.0011986 -0.00194429 0.00390357 0.0141017
internal_weight=0 0.00861769 0.00726473 0.00555919 0.00371421 0.00206695
internal_count=3910 3306 2559 1743 917 732
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=7
num_cat=0
split_feature=42 49 52 15 3 4
split_gain=1.10962e-05 1.88223e-05 3.45715e-05 1.83044e-05 6.07962e-05 3.04836e-05
threshold=0.092145000000000019 -0.00064499999999999985 -0.068164999999999989 -0.038029999999999987 -0.060719999999999989 0.25367000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=0.0058644085463812664 -0.0078588531139531844 -0.012910426112855667 -0.018389123132752878 -0.0045019000992667299 0.022392089466614015 0.0092169436420100406
leaf_weight=0.0011856451647600311 0.0015367430761593455 0.0012699222657183646 0.001165397631881694 0.0016442557005976863 0.0017196524439614836 0.0012214047791183269
leaf_count=307 832 692 409 1172 218 280
internal_value=0 0.00140005 -0.00615792 0.00443479 0.00924649 -0.0020622
internal_weight=0 0.00820628 0.00235104 0.00585524 0.00336391 0.00249133
internal_count=3910 3078 716 2362 1390 972
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=8
num_cat=0
split_feature=484 151 48 0 16 52 3
split_gain=1.01879e-05 2.32489e-05 2.92387e-05 4.20404e-05 5.91996e-05 4.36653e-05 2.19124e-05
threshold=0.084225000000000008 -0.076429999999999984 0.09227500000000001 -0.11756999999999999 -0.033174999999999989 0.09086000000000001 -0.080664999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.01151557291034546 0.0091285942300707908 -0.021812429770125128 0.010363712656987904 0.018516956540571901 -0.02635907080580624 0.0010123594081569466 -0.00040997436466245585
leaf_weight=0.0012338840556237185 0.0010747506630380535 0.0013447292421128361 0.0012917219094434095 0.0012255956122832823 0.0012113594174171531 0.0011232836290214307 0.0012211576660460697
leaf_count=473 470 299 310 828 728 165 637
internal_value=0 -0.0011946 -0.00330881 -0.00619173 -0.00179853 -0.0131897 0.00907066
internal_weight=0 0.00865173 0.00741785 0.00612613 0.0047814 0.00233464 0.00244675
internal_count=3910 3440 2967 2657 2358 893 1465
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=9
num_cat=0
split_feature=11 16 2 43 15 16 0 1
split_gain=2.23104e-05 2.25663e-05 3.37524e-05 7.28946e-05 4.45838e-05 4.14481e-05 6.07205e-05 3.7616e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 -0.10071499999999999 -0.078844999999999985 -0.066689999999999985 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -4
right_child=-2 2 7 -5 5 6 -8 -9
leaf_value=-0.00021300221859753819 -0.00027848868992639484 0.00045125683616573873 0.00055049197616273047 -0.00046123387899919561 0.00025090916784670291 -0.00051821583418958236 9.9486902973394166e-05 1.8864064326834432e-05
leaf_weight=0.0013002750203106655 0.0010153305010055331 0.0010547779737918438 0.0010182723975816178 0.0011148196440973982 0.0015535296687065971 0.0010440528662490425 0.0014779421229609579 0.0010285852868192117
leaf_count=371 304 210 346 462 674 1039 265 239
internal_value=0 2.71638e-05 6.48245e-05 -6.79423e-06 9.19559e-05 -1.03398e-06 -0.000156229 0.000283339
internal_weight=0 0.00959225 0.00829198 0.00624512 0.0051303 0.00407552 0.00252199 0.00204686
internal_count=3910 3606 3235 2650 2188 1978 1304 585
is_linear=0
shrinkage=0.00196078


Tree=6804
num_leaves=9
num_cat=0
split_feature=11 160 3 2 1 3 43 3
split_gain=5.32284e-05 3.67446e-05 2.82249e-05 3.84101e-05 7.57352e-05 5.04842e-05 5.27824e-05 4.90444e-05
threshold=0.077330000000000024 0.099550000000000013 -0.10628499999999998 0.106035 0.10937500000000001 -0.078884999999999997 -0.074254999999999988 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=0.00035812066232327681 -0.00043237184515684991 -0.00030536862274970438 -0.00018884420524509397 -0.0005621263602676082 0.00014334625073837457 0.00058517540739741643 -0.0001537759606017731 0.0003486902969441833
leaf_weight=0.0011893057749224412 0.0010259858243396184 0.0010843442030471591 0.0014792463918762468 0.0010676467062625599 0.0012943322509256314 0.0011738679240123956 0.0015116884685583132 0.0014761460633559043
leaf_count=228 279 302 1419 338 315 307 514 208
internal_value=0 3.60046e-05 7.6274e-05 3.43891e-05 -0.000175537 0.000122289 0.000232879 9.44686e-05
internal_weight=0 0.0102766 0.00919223 0.00800293 0.00236198 0.00564095 0.0041617 0.00298783
internal_count=3910 3631 3329 3101 653 2448 1029 722
is_linear=0
shrinkage=0.00196078


Tree=6805
num_leaves=9
num_cat=0
split_feature=4 0 43 12 160 2 133 4
split_gain=2.90539e-05 4.39712e-05 4.97042e-05 4.96157e-05 3.54188e-05 5.02457e-05 4.89096e-05 2.90562e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.086110000000000006 0.10705000000000002 -0.0023199999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8
right_child=1 -3 4 -5 -6 -7 7 -9
leaf_value=-0.00031974313097512023 -0.00056183406016272895 0.00037952199891602744 -0.00010847348946998194 2.9559422007499857e-05 -0.0002620015699589148 -0.00014309542175442558 0.00060999625233354774 0.00019841338497252617
leaf_weight=0.0010420538910216577 0.0011425541064975136 0.0011809333554514316 0.0010100742157237545 0.0010435779718086678 0.0010808559688685031 0.0017834191883581091 0.0012856238126734963 0.0013539534981686628
leaf_count=208 836 252 772 348 214 458 539 283
internal_value=0 2.44944e-05 -2.36966e-05 -0.000279525 6.21617e-05 0.000126651 0.000258464 0.000398878
internal_weight=0 0.00988099 0.00870006 0.00218613 0.00651393 0.00543307 0.00364965 0.00263958
internal_count=3910 3702 3450 1184 2266 2052 1594 822
is_linear=0
shrinkage=0.00196078


Tree=6806
num_leaves=8
num_cat=0
split_feature=52 0 15 2 43 16 2
split_gain=1.01243e-05 2.4969e-05 2.35494e-05 4.09127e-05 4.91853e-05 2.14526e-05 1.36849e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.11739999999999999 0.106035 -0.0037249999999999996 0.24895000000000003 0.086545000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3 -6
right_child=2 5 3 -5 6 -7 -8
leaf_value=-0.006864932096889838 -0.014390875751058541 0.0215675937912146 -0.0072399982568573844 -0.014320946732298809 0.0084584441591880437 0.00094442136766945291 0.024154959864767317
leaf_weight=0.0012048041951350473 0.0012963489165812728 0.0010159158892266036 0.0016513576831738855 0.0013532198781637762 0.00123910950124052 0.0010017564379017822 0.0010066957916088897
leaf_count=128 467 621 1284 309 370 441 290
internal_value=0 0.00452635 -0.00232073 0.00065946 0.00586114 0.0113284 0.0154945
internal_weight=0 0.00322248 0.00654673 0.00525038 0.00389716 0.00201767 0.00224581
internal_count=3910 1190 2720 2253 1944 1062 660
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=7
num_cat=0
split_feature=1 4 48 47 16 13
split_gain=1.19998e-05 2.47583e-05 1.95439e-05 4.72106e-05 6.06487e-05 1.16752e-05
threshold=0.085835000000000009 -0.082054999999999975 0.087945000000000009 0.09252500000000001 -0.022939999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -2 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.0043861081307241178 0.027062172861835883 -0.012675843601029425 -0.0056171693536100327 -0.0096341097434671646 -0.0031590604913284757 0.010450266553666612
leaf_weight=0.0010489571179800052 0.0015563559484802344 0.0018657324392792754 0.0018470708074366481 0.0012024662875420129 0.0011582170754262211 0.001072941151508433
leaf_count=425 680 1575 350 182 498 200
internal_value=0 -0.00427273 0.00286245 0.006861 0.0141678 0.00311593
internal_weight=0 0.00398763 0.00576411 0.00391704 0.00271457 0.0021219
internal_count=3910 2200 1710 1360 1178 625
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.44437e-05 2.72032e-05 3.17415e-05 4.40664e-05 6.79567e-05 8.36935e-05 6.6113e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0005593922113622874 -0.00029938319142666138 0.0002442626660219305 -0.00024657739829267168 0.00041761937464476295 -0.00048058597037814118 0.00020046266738142166 -0.00040455045376638622
leaf_weight=0.001048233064517528 0.0010020761694680786 0.0017391980443685643 0.0019095765201993398 0.0010077411776321793 0.0010279002827299423 0.0014428159239277785 0.0013387238670934105
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 2.25814e-05 -2.70068e-05 4.44778e-05 -3.29317e-05 8.72174e-05 -9.07234e-05
internal_weight=0 0.00951419 0.00777499 0.00586541 0.00485767 0.00382977 0.00278154
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6809
num_leaves=8
num_cat=0
split_feature=51 52 2 0 0 3 42
split_gain=1.02585e-05 3.6952e-05 2.70193e-05 5.51324e-05 3.1903e-05 5.38568e-05 4.61043e-05
threshold=-0.095859999999999987 -0.088354999999999989 0.113945 -0.17106499999999999 -0.10209999999999998 -0.060719999999999989 0.086125000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.0091977965456205811 -0.018141765454184992 0.023248961735709905 -0.010534050009975419 -0.013958147491834686 -0.018907927892725225 0.020366406913406646 0.010160451151670719
leaf_weight=0.0010671333985948746 0.0011202439230152848 0.0012272292705671813 0.0015331942755492248 0.0012888234517886036 0.001156116649093427 0.0013229588373986499 0.0010333001910993512
leaf_count=455 523 110 449 335 987 239 812
internal_value=0 -0.001192 0.00131908 0.00433366 -0.000501259 0.00443658 -0.00518904
internal_weight=0 0.00868187 0.00756162 0.00602843 0.0048012 0.00351238 0.00218942
internal_count=3910 3455 2932 2483 2373 2038 1799
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=9
num_cat=0
split_feature=1 131 42 47 4 2 160 3
split_gain=3.50131e-05 5.47028e-05 4.01353e-05 4.27049e-05 8.85416e-05 7.58935e-05 5.22705e-05 0.000105068
threshold=0.12864500000000004 0.084390000000000007 -1.0000000180025095e-35 0.09252500000000001 0.015635000000000003 0.10393500000000001 -0.026849999999999995 -0.078494999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.00033216485427608501 0.00027779314566175536 -0.00048127410370053803 0.00029681943901536571 -0.00031309429933357039 0.00078794847015959985 6.725179858271368e-05 0.00019744315227845954 -0.00047717170042872547
leaf_weight=0.0012763782728004739 0.0013669473330899145 0.0010461442181629267 0.0012302568501333317 0.0011252790376340485 0.0010986836997814574 0.0011495493838455174 0.0016223901603250879 0.0019598114404036499
leaf_count=808 331 545 486 173 192 225 700 450
internal_value=0 -5.58049e-05 -8.76565e-06 4.16596e-05 9.81976e-05 0.000419447 -5.18805e-05 -0.000171637
internal_weight=0 0.0105085 0.00946235 0.00818597 0.00706069 0.00224823 0.00481246 0.0035822
internal_count=3910 3579 3034 2226 2053 417 1636 1150
is_linear=0
shrinkage=0.00196078


Tree=6811
num_leaves=8
num_cat=0
split_feature=157 0 51 2 51 16 12
split_gain=2.35221e-05 2.80862e-05 7.01375e-05 2.60791e-05 5.47515e-05 7.4064e-05 4.24826e-05
threshold=-0.072409999999999988 -0.017269999999999997 -0.032189999999999989 0.086545000000000025 0.08955500000000001 -0.114825 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.00027866476141798034 -0.0005618545686974628 0.0001774358255096006 -0.00040636653126617327 -5.5470301932786738e-05 -0.00029923528397151505 0.00053831869568432935 0.00010895175555224677
leaf_weight=0.0010484479515464598 0.0010228104377539007 0.0019974413310620527 0.001352442834814917 0.001829081304332895 0.001098017315251637 0.0014461391402415288 0.0011280970874415854
leaf_count=517 393 359 595 399 271 755 621
internal_value=0 -3.02282e-05 -8.28901e-05 -1.14128e-05 7.96798e-05 0.000206711 -0.000172011
internal_weight=0 0.00987403 0.00787659 0.00685378 0.00437324 0.00327522 0.00248054
internal_count=3910 3393 3034 2641 1425 1154 1216
is_linear=0
shrinkage=0.00196078


Tree=6812
num_leaves=9
num_cat=0
split_feature=4 0 160 43 4 15 1 16
split_gain=3.4604e-05 6.87917e-05 4.13662e-05 4.35885e-05 4.03948e-05 6.54417e-05 4.50338e-05 3.93593e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 -1.0000000180025095e-35 0.041585000000000004 0.11198000000000001 -0.016294999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -6 -2
right_child=1 -3 -4 4 6 -7 -8 -9
leaf_value=-0.00035651063522484737 5.0590019356481589e-05 0.00051032324783220552 -0.00033294726507175388 0.00061021066757654778 -0.00022412006315159397 -5.5873999692099377e-05 0.00025046006027503468 -0.00048802881162290598
leaf_weight=0.0010005023139101213 0.0010724514238152384 0.001013075445701994 0.0014420000242369186 0.0012971678627238148 0.0018109128166654616 0.0010075927849897137 0.0013357875044049821 0.0010155288088883269
leaf_count=192 532 223 399 312 485 983 292 492
internal_value=0 2.59623e-05 -2.86719e-05 2.95241e-05 0.000121792 0.000319012 -2.26588e-05 -0.000211377
internal_weight=0 0.00999452 0.00898144 0.00753944 0.00545146 0.00230476 0.0031467 0.00208798
internal_count=3910 3718 3495 3096 2072 1295 777 1024
is_linear=0
shrinkage=0.00196078


Tree=6813
num_leaves=9
num_cat=0
split_feature=52 0 160 13 13 52 16 2
split_gain=9.62178e-06 2.76222e-05 2.35481e-05 2.89689e-05 2.84008e-05 3.22405e-05 1.98477e-05 1.56053e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 0.24895000000000003 0.085255000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 7 -3 -6
right_child=2 6 3 4 5 -7 -8 -9
leaf_value=-0.0076023053538177747 -0.015126902469250967 0.021328250982416874 -0.014217127792270258 0.018194739140486599 0.00042864521349195199 0.013824459636832287 0.0015702757048185756 -0.01651609019193449
leaf_weight=0.0012057594565148249 0.0011705484108471388 0.0010221134363119582 0.0010692808246062111 0.0010818988307020267 0.0011684777480278658 0.0010565340987396437 0.0010116281427718188 0.0010161615193501996
leaf_count=128 924 621 127 441 473 324 441 431
internal_value=0 0.00439014 -0.00227036 0.000520482 0.00416572 -0.00051714 0.0115002 -0.00745302
internal_weight=0 0.0032395 0.0065629 0.00539235 0.00432307 0.00324117 0.00203374 0.00218464
internal_count=3910 1190 2720 1796 1669 1228 1062 904
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=10
num_cat=0
split_feature=4 0 43 160 15 13 15 4 43
split_gain=4.25689e-05 8.15325e-05 4.58704e-05 6.60711e-05 6.37035e-05 7.63007e-05 5.34708e-05 0.000112488 3.48601e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.19153499999999998 -0.094679999999999986 0.035895000000000003 -1.0000000180025095e-35 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 7 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00039250051938884693 -2.7054042250270261e-05 0.00053591146544540544 -0.00030396546376393243 -0.00036877275719277556 0.00070843834955406325 0.0007289596038824454 -0.00026347744780674923 -0.00010302999167708679 -0.00048471095433476644
leaf_weight=0.001008466475187709 0.0012927163520162627 0.0010938491775703508 0.001011021164062883 0.0011757672391538168 0.0010351738653921689 0.0011068105665036515 0.0010684161945123307 0.0014346167943956848 0.0012671172606406895
leaf_count=176 296 239 252 217 250 226 952 384 918
internal_value=0 2.92791e-05 -2.97286e-05 5.41524e-05 0.000142069 0.000239152 0.000104577 0.000259308 -0.000253594
internal_weight=0 0.0104855 0.00939164 0.00683181 0.00565604 0.00464502 0.00360984 0.00254143 0.00255983
internal_count=3910 3734 3495 2281 2064 1812 1562 610 1214
is_linear=0
shrinkage=0.00196078


Tree=6815
num_leaves=9
num_cat=0
split_feature=11 48 2 2 49 42 3 4
split_gain=2.64149e-05 2.71904e-05 4.37584e-05 4.51313e-05 3.75348e-05 6.93989e-05 4.74346e-05 2.61201e-07
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 0.10113500000000002 -0.010424999999999999 -0.082904999999999993 -0.075954999999999981 0.050655000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00035670986352755873 -0.0003049090140646311 0.00024652394861366484 0.00030942334367198895 -0.00044563986649787037 0.00048974926680538545 -0.00035979852823689844 9.045461335518897e-05 0.00013468165796771958
leaf_weight=0.0010027120767153218 0.0010193763621009133 0.0017713554302946468 0.001282097781896978 0.0011173311631015263 0.0011049443051788128 0.0013590660839185803 0.0010338029907533965 0.0010199014385543065
leaf_count=312 304 433 448 264 388 1236 366 159
internal_value=0 2.69128e-05 -2.22054e-05 -8.62602e-05 -1.3522e-05 6.26489e-05 -7.56323e-05 0.000112418
internal_weight=0 0.00969121 0.00791986 0.00663776 0.00552043 0.00451771 0.00341277 0.0020537
internal_count=3910 3606 3173 2725 2461 2149 1761 525
is_linear=0
shrinkage=0.00196078


Tree=6816
num_leaves=9
num_cat=0
split_feature=11 13 39 0 2 0 0 15
split_gain=3.10323e-05 3.12876e-05 4.27244e-05 6.01853e-05 3.91299e-05 4.22178e-05 4.66437e-05 4.12828e-05
threshold=0.077330000000000024 -0.15078499999999997 0.005105000000000001 -0.053834999999999994 0.11230000000000001 -0.23029999999999998 -0.10209999999999998 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.00029484818654003668 -0.00033497266554742859 0.00044185030544663145 0.00034863882654488176 -0.00043725719514110941 -0.00031613910529199355 -0.00028517326479223469 0.00046155972619681043 -3.6053931998837564e-05
leaf_weight=0.0014202857679435294 0.001013320321073514 0.0010180319556736383 0.0010705871085301827 0.0014003897344554263 0.0011488675646369531 0.0014686734236020989 0.0010157389470123466 0.0017372975952416212
leaf_count=225 279 99 405 345 201 227 610 1519
internal_value=0 2.46758e-05 -1.86358e-05 -6.91171e-05 1.15795e-05 8.34352e-05 -2.99372e-06 0.000147542
internal_weight=0 0.0102799 0.00885959 0.007789 0.00638861 0.00523974 0.00422171 0.00275304
internal_count=3910 3631 3406 3001 2656 2455 2356 2129
is_linear=0
shrinkage=0.00196078


Tree=6817
num_leaves=8
num_cat=0
split_feature=1 4 13 13 3 1 13
split_gain=1.12341e-05 2.18425e-05 3.33551e-05 1.98298e-05 2.69232e-05 1.82319e-05 1.03088e-05
threshold=0.088010000000000019 -0.082054999999999975 -0.075169999999999987 -0.080649999999999986 0.11265500000000002 0.10285500000000002 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -2 5 -5 -1
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.0035906734641179107 0.013863708218097046 -0.023708847442442931 0.00051414621185591242 -0.0036595202938557595 -0.013032812380908752 0.012201994311696506 0.01016378411218952
leaf_weight=0.0010748564718773103 0.0012807271044400284 0.0010507304433452168 0.0012385510732038139 0.0013591505315905593 0.001194201148912527 0.0015523593960456807 0.0011051818756657842
leaf_count=431 484 875 772 453 129 519 247
internal_value=0 -0.00378166 -0.0106037 0.0030001 -0.000388668 0.00479752 0.00338222
internal_weight=0 0.00446932 0.00228928 0.00538644 0.00410571 0.00291151 0.00218004
internal_count=3910 2325 1647 1585 1101 972 678
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=9
num_cat=0
split_feature=4 0 43 12 160 4 15 1
split_gain=2.15823e-05 5.26281e-05 3.83969e-05 4.52766e-05 4.00092e-05 3.98995e-05 6.51815e-05 5.52903e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.086110000000000006 -1.0000000180025095e-35 0.024640000000000006 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -7
right_child=1 -3 4 -5 -6 7 -8 -9
leaf_value=-0.00027804128411990905 -0.00053198002929481477 0.00041440400618696793 0.00062197957934134913 3.5628782124054261e-05 -0.00030241531736272811 -0.00025957823755742019 -4.6342218890857471e-05 0.00027507026922819831
leaf_weight=0.0010145071056675775 0.0011130118893587688 0.0011598774530540692 0.0012136042326521641 0.0010500214603320613 0.0010562620864455136 0.001740553174875118 0.0010434780412089824 0.0012983986566228343
leaf_count=208 836 252 299 348 214 480 988 285
internal_value=0 2.2569e-05 -3.0803e-05 -0.00025644 4.60292e-05 0.000115524 0.000313006 -3.11485e-05
internal_weight=0 0.00967521 0.00851533 0.00216303 0.0063523 0.00529603 0.00225708 0.00303895
internal_count=3910 3702 3450 1184 2266 2052 1287 765
is_linear=0
shrinkage=0.00196078


Tree=6819
num_leaves=9
num_cat=0
split_feature=4 0 43 160 52 15 4 43
split_gain=2.62908e-05 5.26146e-05 3.53214e-05 4.08924e-05 3.59705e-05 4.51555e-05 4.78265e-05 3.24974e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.048794999999999991 -0.10469999999999999 0.05309500000000001 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.00031176764861291735 -4.8590653351998175e-06 0.0004464091846820272 0.00038966303815202163 -0.00029152423216455785 -0.00026252938134837373 -4.6618238601075976e-05 0.00048089964476549817 -0.00045811455586488849
leaf_weight=0.0010102978595956129 0.0012288079544666821 0.0010019854581079868 0.0013895296800881442 0.0011372599490275725 0.0013918050779035862 0.0015974142946487252 0.0011269353149638778 0.0012041103313721957
leaf_count=192 296 223 363 217 310 1200 191 918
internal_value=0 2.0014e-05 -2.70605e-05 4.69662e-05 0.000116885 2.48009e-05 0.000171591 -0.000229186
internal_weight=0 0.0100778 0.00907586 0.00664294 0.00550568 0.00411615 0.00272435 0.00243292
internal_count=3910 3718 3495 2281 2064 1701 1391 1214
is_linear=0
shrinkage=0.00196078


Tree=6820
num_leaves=8
num_cat=0
split_feature=42 43 159 2 2 4 4
split_gain=1.13551e-05 1.72723e-05 2.38928e-05 3.96057e-05 3.63846e-05 3.9734e-05 3.55895e-05
threshold=0.092145000000000019 0.070805000000000021 0.073745000000000019 0.10796500000000002 0.086545000000000025 -0.0025899999999999994 -0.0010999999999999996
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=0.007390593645745883 -0.0078964330646809824 0.012473460410292377 0.013584222479152539 -0.016091484765550255 -0.0019131859032894311 0.026042718838079949 -0.017152884438291504
leaf_weight=0.0010594007329172872 0.0015645379914499694 0.001202639413524176 0.0010319940114943554 0.001651015905110801 0.0010296343344293885 0.0010043264122163468 0.0013357326465174436
leaf_count=802 832 311 499 371 648 221 226
internal_value=0 0.00138983 -0.000484388 -0.00287229 0.00205537 0.0118908 -0.00629696
internal_weight=0 0.00831474 0.0071121 0.00608011 0.00442909 0.00203396 0.00239513
internal_count=3910 3078 2767 2268 1897 869 1028
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=9
num_cat=0
split_feature=4 0 43 12 160 16 16 16
split_gain=2.70554e-05 4.50051e-05 4.16878e-05 5.51506e-05 4.35239e-05 3.84992e-05 3.47875e-05 4.28032e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.086110000000000006 0.0063350000000000012 -0.083144999999999983 -0.19424999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4
right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.00030581795822742975 -0.00055697668745937083 0.00039158862287111705 -2.2962416568909746e-05 6.879615797685234e-05 -0.00030154946592560801 0.0004575399909508134 -0.00019038430897146895 0.00048139625208116967
leaf_weight=0.0010158385591287284 0.0011173496109995744 0.0011674876479192504 0.0015959640234498159 0.0010505959470455879 0.0010607530404641557 0.0011139164878955108 0.0015121066268797079 0.0010879221605950631
leaf_count=208 836 252 303 348 214 352 809 588
internal_value=0 3.05065e-05 -1.88644e-05 -0.000253724 6.10588e-05 0.000133497 4.74722e-05 0.000181481
internal_weight=0 0.0097061 0.00853861 0.00216795 0.00637066 0.00530991 0.00419599 0.00268389
internal_count=3910 3702 3450 1184 2266 2052 1700 891
is_linear=0
shrinkage=0.00196078


Tree=6822
num_leaves=7
num_cat=0
split_feature=1 12 42 12 13 3
split_gain=1.31286e-05 2.05698e-05 5.17206e-05 1.7218e-05 4.46391e-05 2.51668e-05
threshold=0.088010000000000019 0.089745000000000005 0.078965000000000021 0.090480000000000019 -0.00059999999999999995 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=0.0012957581733268851 0.024044555961808767 0.0039396108270470702 -0.027655836952232032 -0.0059750295983304579 0.0081255461318965848 -0.010922367842101953
leaf_weight=0.0016085900141216728 0.0010773765753660266 0.0018661234059152926 0.0010010429313937264 0.0014724263737237713 0.0016565316348564215 0.0011933177357739549
leaf_count=605 598 868 852 609 251 127
internal_value=0 -0.0040772 -0.00980994 0.00324718 0.00670484 0.000149611
internal_weight=0 0.00447576 0.00260963 0.00539965 0.00392723 0.00284985
internal_count=3910 2325 1457 1585 976 378
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=7
num_cat=0
split_feature=4 12 3 2 2 1
split_gain=1.39287e-05 2.16047e-05 4.72553e-05 5.46457e-05 2.22529e-05 4.74965e-05
threshold=0.28937500000000005 -0.023959999999999995 0.10420500000000001 0.095195000000000016 0.086545000000000025 0.090355000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.015197374237508108 0.0097334461373675806 -0.019056170255273092 0.014963336398853569 -0.021414030179659566 0.010175397211386973 0.0074569378144681113
leaf_weight=0.0010164334880625103 0.0012645276083532398 0.0012090360262527577 0.001708891553121426 0.001370523518733022 0.0017579582096503383 0.0015316546496758961
leaf_count=317 426 886 176 714 922 469
internal_value=0 -0.00150737 0.000328853 -0.00393218 0.0013937 -0.00423913
internal_weight=0 0.0085945 0.00757806 0.00586917 0.00449865 0.00274069
internal_count=3910 3484 3167 2991 2277 1355
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=9
num_cat=0
split_feature=4 0 43 160 43 133 48 16
split_gain=3.10911e-05 6.76216e-05 2.76147e-05 5.66417e-05 3.91094e-05 3.61513e-05 3.58232e-05 6.88442e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 -0.0031199999999999995 0.065880000000000008 0.087645000000000015 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -6
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00033608023205700777 -0.00040585217366507728 0.00050076076946518726 0.00046268384366640998 -0.00036604957415707726 0.00046498288116409548 7.6020049621768643e-05 -0.00027587519391249915 -9.9728267846004034e-05
leaf_weight=0.0010221080385062016 0.0014564654668260931 0.0010228376098057245 0.0010237841110583481 0.0011242807776150618 0.0014242502761301007 0.0010162209963366269 0.0010659700305766457 0.0019892308310326965
leaf_count=192 488 223 939 217 335 726 219 571
internal_value=0 2.27482e-05 -3.09791e-05 3.49966e-05 0.000116928 -0.000207813 3.79053e-05 0.000135893
internal_weight=0 0.010123 0.0091002 0.00662752 0.00550324 0.00247269 0.00447945 0.00341348
internal_count=3910 3718 3495 2281 2064 1214 1125 906
is_linear=0
shrinkage=0.00196078


Tree=6825
num_leaves=7
num_cat=0
split_feature=4 151 16 1 16 1
split_gain=1.14527e-05 1.92797e-05 2.91768e-05 4.40764e-05 2.92154e-05 4.1134e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.092424999999999993 0.086560000000000012 -0.055679999999999993 0.081005000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.0089827868016706513 0.0082966490508388294 0.0011276384651212228 0.011597517983450177 -0.02821647241062274 0.0047883410405262783 -0.017634614528280353
leaf_weight=0.0014631640713940854 0.0014038603960178789 0.0010144716549788154 0.0016063818270719513 0.0010331996120491217 0.0019106194762259423 0.0014307583393963171
leaf_count=561 472 419 954 157 750 597
internal_value=0 -0.00145629 -0.00363972 -0.0136786 0.000514954 -0.00481304
internal_weight=0 0.00845859 0.00699543 0.00204767 0.00494776 0.00334138
internal_count=3910 3438 2877 576 2301 1347
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=7
num_cat=0
split_feature=1 42 484 48 0 0
split_gain=1.24209e-05 2.75356e-05 2.27889e-05 3.14541e-05 3.60996e-05 5.81958e-05
threshold=0.12730000000000002 0.092145000000000019 0.073820000000000011 0.091555000000000011 -0.11756999999999999 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018671137351065216 0.0097904405497844169 -0.014771296788598134 0.014453034834818829 0.012368012042861684 0.014136991516176809 -0.011308052196708105
leaf_weight=0.0013809445088399023 0.0011322787093574803 0.0012993353464479445 0.0010777810403499333 0.0013339155541166707 0.0016566381650107141 0.0019649997701545177
leaf_count=297 345 721 395 271 855 1026
internal_value=0 -0.00134296 0.00101033 -0.00127616 -0.00491431 0.00033122
internal_weight=0 0.00871361 0.00741428 0.0063365 0.00500258 0.00362164
internal_count=3910 3565 2844 2449 2178 1881
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=9
num_cat=0
split_feature=11 48 43 2 52 13 2 16
split_gain=2.84954e-05 3.87454e-05 4.16964e-05 4.67502e-05 5.1954e-05 6.49904e-05 4.49105e-05 2.86414e-05
threshold=1.0000000180025095e-35 0.091555000000000011 -0.17307499999999998 0.11260500000000001 0.091210000000000013 -0.010739999999999998 0.085805000000000006 -0.077804999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00029720050988924 -0.00031347891148803062 0.00027918285689860003 0.00042532766069816114 0.00025680467022663392 -0.000532996398830481 -1.70497861265483e-05 -0.00054026430266900665 -3.8262747428889004e-05
leaf_weight=0.0012486955524533766 0.0010540392594534731 0.0018810113972540015 0.001000994900236449 0.0012197770968967441 0.0011780758625928103 0.0012458626245320545 0.0012774810355089847 0.0010496434205001727
leaf_count=199 304 433 522 409 598 332 364 749
internal_value=0 2.53192e-05 -3.27696e-05 -9.18691e-05 -0.000165809 -7.12356e-05 -0.000281935 0.000188033
internal_weight=0 0.0101015 0.00822053 0.00697183 0.00575206 0.00457398 0.00252334 0.00205064
internal_count=3910 3606 3173 2974 2565 1967 696 1271
is_linear=0
shrinkage=0.00196078


Tree=6828
num_leaves=7
num_cat=0
split_feature=160 133 43 43 4 15
split_gain=1.07061e-05 3.23792e-05 3.73834e-05 3.96519e-05 2.71657e-05 5.04275e-05
threshold=0.087260000000000018 0.087550000000000017 -0.06705499999999999 -0.14252999999999996 -0.078484999999999985 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0018804078123104966 -0.0078547357573499309 -0.01357400574812595 -0.013213955047217533 0.027690180405927828 -0.010409632380503984 0.014246686362461236
leaf_weight=0.0012538579197130071 0.001495532041035791 0.0012408365373188504 0.0013492119270832113 0.0011332184788091536 0.0014628529821626587 0.001915840679185433
leaf_count=246 441 857 698 684 347 637
internal_value=0 0.00133223 0.00393184 0.0141331 -0.00121868 0.00357139
internal_weight=0 0.00835582 0.00711498 0.00238708 0.00472791 0.00337869
internal_count=3910 3469 2612 930 1682 984
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=8
num_cat=0
split_feature=49 2 52 12 1 4 15
split_gain=1.05417e-05 3.00981e-05 3.7373e-05 3.75197e-05 4.09453e-05 7.93857e-05 4.60445e-05
threshold=0.10447000000000002 0.11260500000000001 0.090300000000000005 0.095920000000000019 0.086560000000000012 -0.030814999999999995 -0.094449999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.012456438248170783 0.0095160220145175372 0.011145199008123663 -0.017427782989485458 0.017219831740637737 -0.027556675630546135 0.025829664566719646 0.00022118523223922348
leaf_weight=0.0011247986400066781 0.0010301541939626751 0.0016182613301805515 0.0015995035802133881 0.0010227868493138999 0.0011381558341896595 0.0010444814657470589 0.0012544272350877739
leaf_count=636 378 501 730 368 164 543 590
internal_value=0 -0.00117541 -0.00395068 -9.06936e-05 -0.00397178 0.00597785 -0.0129928
internal_weight=0 0.00880241 0.00718415 0.00558465 0.00456186 0.00216928 0.00239258
internal_count=3910 3532 3031 2301 1933 1179 754
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=8
num_cat=0
split_feature=11 15 13 16 13 16 0
split_gain=3.03237e-05 3.31858e-05 4.86251e-05 6.08263e-05 5.4752e-05 3.86033e-05 3.24828e-05
threshold=1.0000000180025095e-35 -0.106555 -0.09547499999999999 -0.094359999999999986 -0.032264999999999995 0.13514000000000004 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00027110401142330228 -0.0003230121123705525 0.00028616491367964528 -0.00041411157315772142 -0.00037987151239921453 6.159377462209347e-05 -0.00016771257839798325 0.00050081147834340914
leaf_weight=0.0017683423982807209 0.0010488254480058344 0.0015616665653817099 0.0017330839689202468 0.0010651336326390282 0.001461205491749794 0.0012054941156794314 0.00116232670497756
leaf_count=591 304 233 386 1268 339 249 540
internal_value=0 2.75102e-05 -2.50923e-05 -9.8438e-05 1.3346e-05 0.000122729 0.000256184
internal_weight=0 0.00995725 0.00818891 0.00662724 0.00489416 0.00382903 0.00262353
internal_count=3910 3606 3015 2782 2396 1128 879
is_linear=0
shrinkage=0.00196078


Tree=6831
num_leaves=10
num_cat=0
split_feature=0 43 43 160 15 13 47 15 16
split_gain=3.57555e-05 4.65745e-05 4.48791e-05 3.62087e-05 4.04649e-05 8.12842e-05 3.96683e-05 0.000101472 4.83712e-06
threshold=-1.0000000180025095e-35 -0.079374999999999987 -0.15109999999999998 0.086110000000000006 -0.19153499999999998 -0.094679999999999986 0.09252500000000001 0.035895000000000003 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -7 -2
right_child=8 3 -4 -5 5 6 -8 -9 -10
leaf_value=-2.770585959633298e-05 0.00031869266307490269 -0.00026695853504031097 -0.000548845406244496 -0.00029359030645662265 0.00065054881328253879 0.00052957489029721182 -0.00027042034369548408 -0.00028165185669230607 0.00012824297744716044
leaf_weight=0.0012788736907999808 0.0010492694856436635 0.0010044071880406392 0.0012625298569907593 0.0011408410248154623 0.0010372124386303404 0.0013402262497257793 0.0011627146666180247 0.0010630178796957369 0.0010026959507699364
leaf_count=296 235 252 918 217 250 454 169 960 159
internal_value=0 -6.03624e-05 -0.0002866 2.48369e-05 8.96197e-05 0.000167425 2.69009e-05 0.000170748 0.000225629
internal_weight=0 0.00928982 0.0025414 0.00674842 0.00560758 0.00460317 0.00356596 0.00240324 0.00205197
internal_count=3910 3516 1214 2302 2085 1833 1583 1414 394
is_linear=0
shrinkage=0.00196078


Tree=6832
num_leaves=6
num_cat=0
split_feature=43 16 4 4 16
split_gain=1.04295e-05 2.85709e-05 3.57201e-05 3.27547e-05 4.39762e-05
threshold=-0.17307499999999998 0.15737500000000001 -0.082054999999999975 0.0057500000000000008 -0.27337499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0080964073057854784 0.015594776426881243 -0.013091599061194293 -0.01300509651189458 -0.0076082141581357184 0.014620093299013082
leaf_weight=0.0013522315145641532 0.0014243979822547732 0.0016681575132783564 0.0018483420855528784 0.0017967922133809316 0.001763639689129843
leaf_count=275 636 563 1556 498 382
internal_value=0 -0.00135853 0.00150582 -0.00220451 0.00340245
internal_weight=0 0.00850133 0.00683317 0.00540877 0.00356043
internal_count=3910 3635 3072 2436 880
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=8
num_cat=0
split_feature=51 4 40 3 12 15 0
split_gain=1.12701e-05 2.73394e-05 3.09045e-05 2.93335e-05 3.03934e-05 7.92863e-05 2.35281e-05
threshold=0.08955500000000001 0.28937500000000005 -1.0000000180025095e-35 0.084925000000000014 0.086935000000000012 0.088190000000000004 -0.088709999999999983
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=-0.017129164238079721 -0.0087175032413471538 0.015904328420086648 -0.004132383697703349 0.012406677453838286 -0.024702076649567539 0.01085546498168069 0.017460874650779272
leaf_weight=0.0010154916947274824 0.0013029579661240779 0.0011101550539065795 0.0010169237452873764 0.0018159580657381019 0.0014968392626901661 0.0010792420606355721 0.0010016056148526571
leaf_count=249 487 404 306 203 1022 659 580
internal_value=0 0.00126742 -0.000920716 0.00164685 -0.00260583 -0.00980534 0.00658231
internal_weight=0 0.00853622 0.00742606 0.00641057 0.00459461 0.00257608 0.00201853
internal_count=3910 3423 3019 2770 2567 1681 886
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=6
num_cat=0
split_feature=0 43 160 16 0
split_gain=1.07072e-05 3.34943e-05 2.8086e-05 4.74106e-05 3.11777e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.041025000000000006 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012962971447478881 0.0064927741904503705 -0.0088989218416061933 -0.011318533838919474 0.022259339112911562 0.01056278552986871
leaf_weight=0.0019786298226232039 0.0019932823838205898 0.0019128577345247774 0.0012327625634892337 0.0012546283480474123 0.0014449671661870031
leaf_count=1184 446 367 283 484 1146
internal_value=0 -0.00171709 0.00208968 0.00567327 -0.000523998
internal_weight=0 0.00782385 0.00584522 0.00461245 0.00335782
internal_count=3910 3464 2280 1997 1513
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=8
num_cat=0
split_feature=50 15 47 3 13 49 3
split_gain=2.23357e-05 3.42098e-05 4.88865e-05 3.89939e-05 4.12488e-05 3.9427e-05 8.20993e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.10420500000000001 -0.032264999999999995 -0.065249999999999989 -0.08323499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00036045830276163886 -0.00027258597294751796 -0.00026284776804732184 -0.0003245423453261605 0.00033780367000077732 -0.00023229152663595363 -0.00015060517637823854 0.00053482494863523529
leaf_weight=0.0010427263576910919 0.0010777578064309909 0.001815451262467909 0.0016026897635797177 0.0014793810974043321 0.0010130113860423893 0.0012386366092264828 0.0014682431570027684
leaf_count=413 715 1228 258 175 170 624 327
internal_value=0 2.50168e-05 -1.55724e-05 5.50196e-05 -2.05576e-05 9.76894e-05 0.00022118
internal_weight=0 0.00966014 0.00861741 0.00701472 0.00553534 0.00371989 0.00270688
internal_count=3910 3195 2782 2524 2349 1121 951
is_linear=0
shrinkage=0.00196078


Tree=6836
num_leaves=9
num_cat=0
split_feature=50 160 42 51 47 0 1 43
split_gain=3.60717e-05 3.63579e-05 4.845e-05 6.33932e-05 9.37336e-05 4.84577e-05 9.31403e-05 4.91893e-05
threshold=0.086465000000000014 0.099550000000000013 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 -0.15713499999999997 0.076710000000000014 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.00025136597229751564 -0.00034223838319264496 -0.00032074670658671433 -0.00027832174688362227 -1.0685216943451939e-05 -0.00022792361602364588 0.00053518277877307591 0.00088773367026569248 -1.8124474354473915e-05
leaf_weight=0.0015441763988790595 0.0011401555778873 0.0010458419598455464 0.0012272791060413029 0.0011655530613516401 0.0014584900830037842 0.0011182373837238873 0.0012352236919101127 0.0013801286236658874
leaf_count=820 715 260 456 149 208 211 608 483
internal_value=0 2.55467e-05 6.52186e-05 0.000129671 0.00020843 0.000338333 0.00044729 0.000229529
internal_weight=0 0.0101749 0.00912909 0.00758491 0.00635763 0.00489914 0.00373359 0.00249837
internal_count=3910 3195 2935 2115 1659 1451 1302 694
is_linear=0
shrinkage=0.00196078


Tree=6837
num_leaves=7
num_cat=0
split_feature=43 16 133 42 2 2
split_gain=1.05796e-05 2.42218e-05 3.81354e-05 3.05331e-05 2.8117e-05 7.17565e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0081625032449016092 -0.0055207577706926072 -0.012195689133036959 0.017678497795450679 -0.016790804459554425 -0.010360321920987701 0.025330274778917597
leaf_weight=0.0013509038942259065 0.0018930441187624176 0.0016610478382930501 0.0011729828752757515 0.0011359071541135858 0.0013787656565654657 0.001252880562765685
leaf_count=275 670 563 1053 777 280 292
internal_value=0 -0.00136481 0.00126787 -0.00213272 0.00154714 0.00676582
internal_weight=0 0.00849463 0.00683358 0.0056606 0.00452469 0.00314592
internal_count=3910 3635 3072 2019 1242 962
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=8
num_cat=0
split_feature=50 160 133 13 13 4 2
split_gain=2.82826e-05 3.77506e-05 4.09949e-05 3.97884e-05 6.23001e-05 6.16852e-05 5.76565e-05
threshold=0.086465000000000014 -0.081519999999999995 -0.0056849999999999991 -0.07409499999999998 0.076210000000000014 0.0057500000000000008 0.10393500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0003314297804415985 -0.00030649650704505472 -0.00038857125388456505 0.00047335126733359922 -0.00053724663324443693 0.00026918790862629155 3.0905378750930205e-06 -0.00010723245954056973
leaf_weight=0.0013307579142980098 0.0011046241793427223 0.0010392416602465543 0.0014984827415144462 0.0014123846704120011 0.0013794242152213258 0.0019118071648567114 0.0011719460231234431
leaf_count=564 715 746 525 542 302 301 215
internal_value=0 2.45591e-05 -2.39796e-05 2.74031e-05 -8.11219e-05 -0.000226488 0.000218556
internal_weight=0 0.00974404 0.00841329 0.00737404 0.00470362 0.00332419 0.00267043
internal_count=3910 3195 2631 1885 1145 843 740
is_linear=0
shrinkage=0.00196078


Tree=6839
num_leaves=8
num_cat=0
split_feature=13 39 48 1 2 42 0
split_gain=1.16773e-05 2.55847e-05 3.35173e-05 2.69093e-05 3.6408e-05 5.58488e-05 7.20741e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 0.11198000000000001 0.095195000000000016 0.085195000000000007 -0.099864999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0091207404285294155 0.0073309686151855277 0.01366889086310279 -0.01979293326868917 0.014061344958842934 -0.0163677803387909 0.02061989823695011 -0.02512811216074189
leaf_weight=0.0012149068555294259 0.0016931312424669225 0.0010024058001015671 0.0010635283954090581 0.0010446101330127628 0.001562236461875202 0.0011157290439483469 0.0011478462777539497
leaf_count=210 202 419 199 228 727 909 1016
internal_value=0 -0.0013506 -0.00332457 -0.000656111 -0.00344179 0.00166181 -0.00578354
internal_weight=0 0.00862949 0.00762708 0.00656355 0.00551894 0.00395671 0.00284098
internal_count=3910 3700 3281 3082 2854 2127 1218
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=7
num_cat=0
split_feature=15 42 15 48 16 15
split_gain=1.1887e-05 2.92609e-05 4.38761e-05 3.39141e-05 3.45232e-05 4.92906e-05
threshold=0.088615000000000013 0.084100000000000022 -0.052074999999999989 0.086215000000000014 -0.078844999999999985 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.021175083695413634 -0.0090796879854339266 0.0049148339561239911 -0.023779027962843341 -0.0069400502128007836 -0.012340681549540744 0.013620494759473212
leaf_weight=0.001584454701461414 0.0012702647768613679 0.0011106965870720312 0.0010244135410057533 0.0018086860308068158 0.0012417133293389597 0.0017792733638846861
leaf_count=670 875 704 508 406 318 429
internal_value=0 0.00128771 -0.00885232 0.00466308 0.00921995 0.0029497
internal_weight=0 0.00854924 0.00213511 0.00641413 0.00460544 0.00302099
internal_count=3910 3035 1212 1823 1417 747
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=8
num_cat=0
split_feature=2 52 52 160 3 4 52
split_gain=1.04291e-05 4.6028e-05 5.39088e-05 2.76232e-05 4.04707e-05 2.90848e-05 1.85254e-05
threshold=0.10274500000000002 0.10433000000000002 -0.014099999999999998 0.041025000000000006 -0.078884999999999997 -1.0000000180025095e-35 0.0033900000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.019171595811216208 0.013703942327346549 0.022231393018204766 -0.015954302658866448 -0.01578536217860357 0.019515415914014678 -0.00061207554851011679 -0.00056969606467430862
leaf_weight=0.0010405163208960385 0.0010880178679230604 0.0010183389629890112 0.0014033844811269631 0.0012509462663931213 0.00131489390430841 0.0015813715675508078 0.0011027713177358448
leaf_count=862 462 220 329 448 470 369 750
internal_value=0 0.00431918 -0.00300228 -0.00248477 0.000816775 0.00852573 -0.00960049
internal_weight=0 0.00350974 0.0024914 0.0062905 0.00503955 0.00289627 0.00214329
internal_count=3910 1011 791 2899 2451 839 1612
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=7
num_cat=0
split_feature=4 4 1 4 0 16
split_gain=1.22927e-05 2.171e-05 4.07008e-05 3.8172e-05 3.39344e-05 2.39229e-05
threshold=0.24280000000000004 0.055260000000000011 0.095575000000000007 -0.076329999999999995 -0.10783 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.015570824692102601 0.0070644832453789766 -0.013253426290094765 0.01460628706887817 -0.0011409262288072247 -0.026579251370789814 -0.0034924825117174673
leaf_weight=0.0010635708627935367 0.0019484889394151264 0.0013685235642358837 0.0015724205699477233 0.0010309703632131293 0.0010672626015987893 0.0017275294534490682
leaf_count=626 549 347 568 131 1179 510
internal_value=0 -0.00181174 0.00061148 -0.00388928 -0.0140801 0.00377174
internal_weight=0 0.00783028 0.00646175 0.00488933 0.00209823 0.0027911
internal_count=3910 3361 3014 2446 1310 1136
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=9
num_cat=0
split_feature=50 15 47 3 12 13 49 0
split_gain=2.02436e-05 3.50106e-05 4.63641e-05 5.18938e-05 3.6927e-05 5.91647e-05 3.90551e-05 2.75983e-05
threshold=0.086465000000000014 -0.15202999999999997 0.096175000000000024 0.10420500000000001 0.086935000000000012 -0.016579999999999998 -0.006494999999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00036278346823999852 -0.00026108145551351387 -0.00019124084232721033 -0.00035808603263068155 0.00036614892417303764 -0.000561165046399352 7.9273826345369611e-05 0.0004518362430464456 2.0993428760469451e-05
leaf_weight=0.0010355629164805801 0.0010787033937250121 0.0012934437032067455 0.0013126037698118079 0.0015083544897157531 0.0011090122705502416 0.001109323517103985 0.00113623806855711 0.0011503098748477762
leaf_count=413 715 293 235 176 751 579 151 597
internal_value=0 2.21368e-05 -1.87902e-05 4.21624e-05 -4.21182e-05 -0.000240901 8.1057e-05 0.000235089
internal_weight=0 0.00965485 0.00861929 0.00730668 0.00579833 0.00221834 0.00357999 0.00228655
internal_count=3910 3195 2782 2547 2371 1330 1041 748
is_linear=0
shrinkage=0.00196078


Tree=6844
num_leaves=9
num_cat=0
split_feature=50 4 16 0 4 42 43 2
split_gain=1.88272e-05 3.96778e-05 2.73843e-05 3.54001e-05 7.71698e-05 4.18486e-05 5.53129e-05 3.72796e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=-0.00031411862067984644 -0.00024552126529445048 0.00036466598638691824 -0.00010021595479437242 -0.00040431418872742628 0.00058656788124970491 0.00039460212466517735 -0.00032828213816496856 0.00014231954815288822
leaf_weight=0.0010708120673341651 0.0010967731218951985 0.0011665343555310867 0.0013970386193385082 0.0011450673096641251 0.0011442107057431511 0.0010956010992789192 0.0015294210644186145 0.0011219246740202665
leaf_count=210 715 396 241 728 100 366 837 317
internal_value=0 2.55552e-05 -2.09618e-05 2.12695e-05 0.000209012 -7.6257e-05 2.39973e-05 -0.000129146
internal_weight=0 0.00967061 0.00850408 0.00743326 0.00254125 0.00489201 0.00374695 0.00265135
internal_count=3910 3195 2799 2589 341 2248 1520 1154
is_linear=0
shrinkage=0.00196078


Tree=6845
num_leaves=9
num_cat=0
split_feature=50 4 12 51 3 15 3 43
split_gain=1.13479e-05 3.03667e-05 2.35897e-05 3.40371e-05 5.27239e-05 4.26821e-05 6.51372e-05 4.65193e-07
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.097615000000000021 -0.096369999999999983 -0.080664999999999987 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.014941957035394797 -0.010012560418435365 0.016932507304367839 -0.01456196661112422 0.015416209044673676 0.022231269672027945 0.001953570178385679 -0.027101603109965774 0.0049957229262459777
leaf_weight=0.0010578648691800131 0.0010230002679564405 0.0010664398137603314 0.0011438232430180236 0.0011553058400646946 0.0012739436461755658 0.0010079288104289266 0.0010665941382459478 0.0010027117853048089
leaf_count=306 731 396 591 250 100 355 491 690
internal_value=0 0.00111667 -0.00107148 0.0011349 0.0043955 -0.000972854 -0.0071259 0.0034707
internal_weight=0 0.00877461 0.00770817 0.00665031 0.00550648 0.00423254 0.00307723 0.00201064
internal_count=3910 3179 2783 2477 1886 1786 1536 1045
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=8
num_cat=0
split_feature=11 48 43 51 52 52 4
split_gain=2.70902e-05 2.93926e-05 3.58871e-05 5.03532e-05 4.03625e-05 4.20431e-05 4.25013e-05
threshold=1.0000000180025095e-35 0.091555000000000011 -0.17307499999999998 -0.0084849999999999978 -0.020314999999999996 0.090640000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00027717248410529069 -0.00030956329223383978 0.0002465220689746257 0.00021659411192811857 -0.00052095821470470537 0.000340289229802004 -0.00035137991160114307 -0.00016190056723338752
leaf_weight=0.0012456803543609736 0.0010484007840744674 0.0018265005949956109 0.0016252323867646601 0.0010562970197931032 0.0011537862839536403 0.0015192595124821373 0.0014778209906936739
leaf_count=199 304 433 740 386 776 645 427
internal_value=0 2.18883e-05 -2.89028e-05 -8.47063e-05 -0.000178747 -9.16619e-05 5.82765e-05
internal_weight=0 0.00990458 0.00807808 0.0068324 0.00520716 0.00415087 0.00263161
internal_count=3910 3606 3173 2974 2234 1848 1203
is_linear=0
shrinkage=0.00196078


Tree=6847
num_leaves=10
num_cat=0
split_feature=50 160 47 1 2 12 151 16 4
split_gain=5.30876e-05 3.48974e-05 3.17767e-05 7.03621e-05 4.7495e-05 5.14413e-05 5.44692e-05 2.96305e-05 1.46416e-05
threshold=0.088425000000000017 0.099550000000000013 0.087850000000000025 0.11198000000000001 0.106035 0.089745000000000005 -0.0074049999999999993 -0.057604999999999996 -0.082509999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 -8
right_child=-2 -3 7 -5 -6 -7 8 -9 -10
leaf_value=0.00036025173160383932 -0.00044005507799177706 -0.00031047300345140948 -0.00035501573421229402 0.0006144301342253174 -0.00028266283676852652 0.0004344973785128935 -2.337388574703658e-05 9.4616335984072625e-05 -0.00035566980823326647
leaf_weight=0.0010561743614565799 0.0010089145742856074 0.0010321650258191236 0.0011386249858139946 0.0010079217348332795 0.0012665348965568216 0.0015707108795078688 0.0010268075236820927 0.0011155632379376197 0.0010124842328661718
leaf_count=244 689 260 146 392 379 583 437 218 562
internal_value=0 3.1388e-05 6.97636e-05 0.000135455 5.40807e-05 0.000145483 -1.17007e-06 -0.0001325 -0.000188355
internal_weight=0 0.010227 0.00919482 0.00694063 0.00593271 0.00466618 0.00309547 0.00225419 0.00203929
internal_count=3910 3221 2961 2597 2205 1826 1243 364 999
is_linear=0
shrinkage=0.00196078


Tree=6848
num_leaves=8
num_cat=0
split_feature=4 0 15 43 3 160 2
split_gain=3.00998e-05 5.70442e-05 3.68311e-05 3.7369e-05 6.88374e-05 6.18196e-05 9.09993e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.088615000000000013 -0.079374999999999987 -0.074234999999999982 -0.025614999999999995 0.097940000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.00032712196269720319 -0.00020858993453247378 0.00046844692900064949 -0.00032917732834733391 0.00046860559707396707 0.0003762706024190426 -0.00043678786202440564 0.00022636818794433749
leaf_weight=0.0010091439552641643 0.0019157510492389812 0.0010168940486311824 0.0012826521114439092 0.001504469781977354 0.0011368265635890713 0.0018712153249399054 0.0013839236767190005
leaf_count=192 1025 223 838 853 229 241 309
internal_value=0 2.80114e-05 -2.12337e-05 2.93264e-05 0.000106625 -1.73711e-05 -0.000154847
internal_weight=0 0.0101117 0.00909484 0.00781219 0.00589644 0.00439197 0.00325514
internal_count=3910 3718 3495 2657 1632 779 550
is_linear=0
shrinkage=0.00196078


Tree=6849
num_leaves=9
num_cat=0
split_feature=43 52 4 47 48 13 42 4
split_gain=1.23377e-05 3.56552e-05 3.24305e-05 3.13651e-05 4.68708e-05 4.73898e-05 2.77555e-05 2.74377e-05
threshold=-0.074254999999999988 -0.088779999999999984 -0.34687499999999999 0.09252500000000001 0.086125000000000021 -0.0041499999999999983 0.088345000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -3 -7
right_child=2 6 3 -5 -6 7 -8 -9
leaf_value=0.020131897299638199 -0.018094701518861733 -0.013024905843122998 -0.0054236155372971396 -0.015327147632760569 -0.013112851673602139 0.030993248000749703 0.0092101557645726997 0.00795423416139617
leaf_weight=0.0010508260385418411 0.0011165646268246916 0.0011514215329309781 0.0012039394877518695 0.0010050960176834949 0.0011510722726431428 0.0010391403285259417 0.0010955701878392061 0.0010285769288320883
leaf_count=433 232 758 1264 195 226 232 365 205
internal_value=0 0.004927 -0.00257393 0.000618862 0.0042427 0.0103489 -0.00218371 0.0195326
internal_weight=0 0.00329782 0.00654439 0.00542783 0.00442273 0.00327166 0.00224699 0.00206772
internal_count=3910 1556 2354 2122 1927 1701 1123 437
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=9
num_cat=0
split_feature=50 4 40 160 12 0 3 2
split_gain=1.45726e-05 2.51968e-05 2.05942e-05 3.25986e-05 5.45615e-05 6.0708e-05 4.56622e-05 6.59585e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.070894999999999986 -0.015794999999999997 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.014125664908950113 -0.011491635008577143 0.015641289409451389 0.030815070457520268 -0.012613584467500681 -0.024210939002585228 0.008067663649361791 0.02304594534050813 -0.01305543823275806
leaf_weight=0.0010010008611573487 0.0010003431120562617 0.0010683361428423877 0.0010201487030719793 0.001356184774248685 0.0010756916088373281 0.001271248060443976 0.0010051809610401108 0.0010192555332081809
leaf_count=274 715 396 621 308 937 391 81 187
internal_value=0 0.00124429 -0.000740663 0.00124496 0.00473094 -0.00672685 0.0135633 0.00486976
internal_weight=0 0.00881705 0.00774871 0.00674771 0.00539152 0.00234694 0.00304459 0.00202444
internal_count=3910 3195 2799 2525 2217 1328 889 268
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=8
num_cat=0
split_feature=3 39 457 3 133 2 13
split_gain=1.14559e-05 2.41309e-05 3.13951e-05 3.34934e-05 3.70854e-05 7.07081e-05 3.45621e-05
threshold=0.15165000000000003 0.0042750000000000002 0.082870000000000013 0.090325000000000003 1.0000000180025095e-35 0.088485000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.021583576548397525 0.0097865434488655367 0.013365339378992321 0.01126935376446949 -0.019281405487609541 -0.018458122356694938 0.019139612348247834 0.0026245745449592975
leaf_weight=0.0010788892025883751 0.001056751956292218 0.0010017726890975296 0.0012660732667680438 0.001459292048640138 0.0010814755728221614 0.0015418868105666985 0.0013008617172397634
leaf_count=860 209 428 225 188 1153 633 214
internal_value=0 -0.00123746 -0.00313029 -0.00595137 -0.00206331 0.00245791 -0.00835049
internal_weight=0 0.00873025 0.00772848 0.00646241 0.00500311 0.00392164 0.00237975
internal_count=3910 3701 3273 3048 2860 1707 1074
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=7
num_cat=0
split_feature=11 48 2 4 1 13
split_gain=1.85549e-05 2.95759e-05 3.588e-05 3.60799e-05 4.51259e-05 5.94876e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.092550000000000007 -0.016579999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00034630474999677028 -0.00025742261170862629 0.00025175914048383046 0.00027425073660178198 -0.00019900712864924446 -0.00023345323611522305 0.00037369809799668612
leaf_weight=0.0015751265789474226 0.001003975823462607 0.0017669370314513846 0.001253905849781493 0.0011458898487310741 0.0019854598839355512 0.0017812486006477132
leaf_count=529 304 433 448 1148 579 469
internal_value=0 2.28584e-05 -2.93856e-05 -8.80705e-05 -5.27278e-06 0.000149501
internal_weight=0 0.00950857 0.00774163 0.00648772 0.0049126 0.00292714
internal_count=3910 3606 3173 2725 2196 1617
is_linear=0
shrinkage=0.00196078


Tree=6853
num_leaves=7
num_cat=0
split_feature=157 2 1 160 12 0
split_gain=1.09879e-05 2.96203e-05 5.11987e-05 3.05677e-05 3.98174e-05 5.33712e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 0.095575000000000007 0.088785000000000017 0.089995000000000006 -0.14136999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0092685945135635214 -0.020299717390384123 -0.0061762514180037443 0.0055961826530342819 0.020052266364748068 -0.010431267082570469 0.021785243162302174
leaf_weight=0.001141011610636347 0.001457115035901472 0.0012470786552850294 0.0016038307706143151 0.0011481031203118813 0.0016722477503978779 0.0015081890517769023
leaf_count=703 975 229 438 249 738 578
internal_value=0 0.00117277 -0.00673115 0.00551193 0.00174146 0.00912942
internal_weight=0 0.00863656 0.00306095 0.00557562 0.00442752 0.00275527
internal_count=3910 3207 1413 1794 1545 807
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=7
num_cat=0
split_feature=1 0 12 150 1 15
split_gain=1.0634e-05 2.89731e-05 4.79692e-05 1.99156e-05 2.75703e-05 2.09618e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 0.10561500000000001 -0.064869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.016789130640171322 -0.011230909368299426 -0.014162900935449056 0.012651207638255231 0.01312961150043012 -0.0013672733851391396 0.016471693017248639
leaf_weight=0.0012280940060778191 0.0015680437372652535 0.001129551815253314 0.0016298228479018147 0.0013905960935469757 0.0017573589984665062 0.0010536301088621461
leaf_count=747 706 784 678 348 457 190
internal_value=0 -0.00401185 0.00167483 0.00270376 -0.000607046 0.00531922
internal_weight=0 0.00398747 0.00275937 0.00576963 0.00437903 0.00281099
internal_count=3910 2209 1462 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=8
num_cat=0
split_feature=49 51 2 4 1 13 15
split_gain=9.90503e-06 2.67227e-05 5.59518e-05 4.11848e-05 4.30541e-05 5.0572e-05 3.10873e-05
threshold=0.10447000000000002 0.08955500000000001 0.11260500000000001 -0.23071499999999998 0.092550000000000007 -0.014114999999999997 -0.07052499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.020465786888708048 0.0092515177779940259 -0.015954625028497229 0.021265576835813288 -0.0069502152453147815 -0.022479071520028183 0.018032969284416191 0.0021184967795944507
leaf_weight=0.0010827547534006856 0.0010270832190826936 0.0010672349168259288 0.0011503180778412413 0.0013652817804254121 0.0010547041859849319 0.0019930205386080946 0.0010018771208197149
leaf_count=196 378 417 397 1200 284 716 322
internal_value=0 -0.00113134 0.000937182 -0.00266168 0.000898409 0.00787632 -0.0104962
internal_weight=0 0.00871519 0.00764796 0.00649764 0.00541488 0.0033583 0.00205658
internal_count=3910 3532 3115 2718 2522 1916 606
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=8
num_cat=0
split_feature=11 48 2 43 16 13 16
split_gain=2.2833e-05 3.53084e-05 3.32387e-05 3.6389e-05 6.12061e-05 5.50982e-05 4.96448e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.17307499999999998 0.15737500000000001 -0.010739999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00022840602264091723 -0.00028441166946768331 0.00026881750969431217 0.0002536105752323647 0.00020410546573541543 -0.00055852298275258601 -0.00049067080098465676 5.7181237021153898e-05
leaf_weight=0.0011563094583001516 0.0010248216025645308 0.0018312437770082119 0.0013051407570548656 0.0018904037251085142 0.0011425423132625304 0.0013751972621197182 0.001182952859958454
leaf_count=160 304 433 448 1573 290 465 237
internal_value=0 2.30635e-05 -3.28238e-05 -8.82284e-05 -0.000153712 -4.97431e-05 -0.00023733
internal_weight=0 0.00988379 0.00805255 0.00674741 0.0055911 0.00444855 0.00255815
internal_count=3910 3606 3173 2725 2565 2275 702
is_linear=0
shrinkage=0.00196078


Tree=6857
num_leaves=8
num_cat=0
split_feature=13 47 16 42 2 12 4
split_gain=1.03055e-05 2.43853e-05 3.72131e-05 3.0814e-05 4.78564e-05 3.94868e-05 2.09093e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.49150499999999991 -1.0000000180025095e-35 0.095195000000000016 0.088285000000000016 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.008643337584420617 0.01846248002458439 -0.014894322889015483 -0.017237221506482516 -0.0093906618352090458 -0.011879390508586387 0.023320254788399823 0.0097139924863816774
leaf_weight=0.0011990510027436703 0.0010310456198213301 0.0011366634727179069 0.001100204892935064 0.0010994835475222359 0.0018346475529548928 0.0011417315773626638 0.0011960880694147817
leaf_count=210 251 219 956 791 685 573 225
internal_value=0 -0.0012569 0.000836945 -0.00201495 0.00116179 0.00812247 0.000563656
internal_weight=0 0.00853986 0.0074032 0.00637216 0.00527195 0.0034373 0.00229557
internal_count=3910 3700 3481 3230 2274 1589 1016
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=8
num_cat=0
split_feature=11 0 13 160 0 16 16
split_gain=3.51722e-05 3.44927e-05 3.17071e-05 3.86884e-05 5.68872e-05 4.51254e-05 6.06555e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 0.0024700000000000004 0.041025000000000006 -0.07773999999999999 -0.088144999999999987 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00010945023985712337 -0.00034798378747393595 0.00026089605180393293 -0.00033309459322844427 -0.00023082499791403599 0.00050981871307124321 -0.00021804707866455083 0.00053338304106865131
leaf_weight=0.0012107561463319599 0.0010495680651562101 0.001984407232346024 0.0011243761802069568 0.0017513195019406525 0.0010672138485360687 0.0019247284692908663 0.0010569886287540116
leaf_count=244 304 324 488 469 548 1096 437
internal_value=0 2.91131e-05 -2.74241e-05 2.15972e-05 0.000105646 2.76229e-06 0.000190172
internal_weight=0 0.0101198 0.00813538 0.00701101 0.00525969 0.00419247 0.00226774
internal_count=3910 3606 3282 2794 2325 1777 681
is_linear=0
shrinkage=0.00196078


Tree=6859
num_leaves=7
num_cat=0
split_feature=43 12 1 3 3 4
split_gain=1.00337e-05 3.08854e-05 2.66697e-05 5.89875e-05 2.73116e-05 3.12648e-05
threshold=-0.15109999999999998 0.092365000000000017 0.10113500000000002 0.12046500000000002 -0.078669999999999976 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0074827752974025831 0.0072476014646402302 -0.012634397413984181 0.026740620877849303 -0.0059252622737394449 -0.019650563018885694 0.0027602423618120738
leaf_weight=0.0015004726400511476 0.0016355455618816484 0.0018889848250347625 0.0011323709599896238 0.0010800797349944105 0.0013561729813101979 0.0011506815859582888
leaf_count=340 1432 1001 409 223 341 164
internal_value=0 -0.00140775 0.00192938 0.0107937 -0.00280505 -0.00936369
internal_weight=0 0.00824384 0.00635485 0.00221245 0.0041424 0.00250685
internal_count=3910 3570 2569 632 1937 505
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=8
num_cat=0
split_feature=11 48 160 2 4 1 12
split_gain=2.58073e-05 3.50572e-05 3.70958e-05 3.52381e-05 5.97101e-05 5.80187e-05 3.46024e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.087825000000000014 0.11260500000000001 -0.08422499999999998 0.092550000000000007 0.086935000000000012
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=-0.00037945995588402771 -0.00030388589442599518 0.00026710309515057409 -0.00038516708723664316 0.00032898766551985969 0.00045956925992966438 -0.00018562108690897388 -7.7141160929938109e-06
leaf_weight=0.0015259542378471165 0.0010381180862626274 0.0018187054320278227 0.0010126960485478597 0.0011575276025798569 0.0014744157695860368 0.0019292854329175735 0.0010383238429741818
leaf_count=506 304 433 333 408 571 510 845
internal_value=0 2.09873e-05 -3.4014e-05 1.58928e-05 -4.4834e-05 7.0119e-05 0.000266477
internal_weight=0 0.00995691 0.0081382 0.00712551 0.00596798 0.00444203 0.00251274
internal_count=3910 3606 3173 2840 2432 1926 1416
is_linear=0
shrinkage=0.00196078


Tree=6861
num_leaves=8
num_cat=0
split_feature=13 48 48 1 2 3 1
split_gain=1.05449e-05 2.44951e-05 4.38188e-05 3.04055e-05 5.09424e-05 7.05764e-05 1.56758e-05
threshold=-0.23438999999999996 0.11028500000000001 0.087770000000000015 0.11198000000000001 0.085355000000000014 -0.080664999999999987 0.090355000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0087124068725214637 -0.0024442447179843039 -0.015574601175294743 0.020140380328958374 0.010697373099247717 0.0010293814278271921 -0.029558791715635087 0.015014063644656071
leaf_weight=0.0012055951964516339 0.0010341844480803778 0.0010510117658031892 0.001006526320590442 0.0014114231584861732 0.0015181155778257738 0.0014992593918824069 0.0010231127928282829
leaf_count=210 671 191 346 374 970 747 401
internal_value=0 -0.00127803 0.000727389 -0.00228516 -0.00589601 -0.0141691 0.00623793
internal_weight=0 0.00854363 0.00749262 0.0064861 0.00507467 0.00301737 0.0020573
internal_count=3910 3700 3509 3163 2789 1717 1072
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=8
num_cat=0
split_feature=4 0 51 47 3 42 4
split_gain=2.52733e-05 4.58792e-05 4.11468e-05 2.91778e-05 4.02404e-05 5.09941e-05 4.35339e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.07174999999999998 0.087850000000000025 0.10420500000000001 0.083725000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00030685919559335915 -0.0003284172042414147 0.00037778907053752494 4.9995961215635893e-05 -0.00018571624077647026 0.00041281355297709905 0.00026058190089839681 -0.00047880430533381302
leaf_weight=0.0010217539668728017 0.0014947389526557006 0.0011927367534717665 0.0014123286054949673 0.0018302782797507576 0.0012283908248572001 0.0017991026516662378 0.0010388086846228452
leaf_count=208 535 252 825 359 203 1244 284
internal_value=0 1.68988e-05 -3.19953e-05 2.86256e-05 0.000100232 9.89079e-06 -0.000174113
internal_weight=0 0.00999638 0.00880365 0.00730891 0.00547863 0.00425024 0.00245114
internal_count=3910 3702 3450 2915 2556 2353 1109
is_linear=0
shrinkage=0.00196078


Tree=6863
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.67984e-05 3.41019e-05 3.05705e-05 4.2806e-05 7.0272e-05 0.00011257 6.73584e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00062616169542633671 -0.00030795016660863523 0.00026919397024791048 -0.00024486723120323664 0.0004056895039856317 -0.00048694236519843418 0.00016588080559189785 -0.00043673926477495886
leaf_weight=0.001072600021375983 0.0010253501503899786 0.0017972455143463661 0.0019263255812164018 0.0010167667023406966 0.0010480870038284164 0.0015103183384857742 0.0013510387575440355
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 2.53384e-05 -2.99627e-05 3.9047e-05 -3.57796e-05 8.44194e-05 -0.000118657
internal_weight=0 0.00972238 0.00792514 0.00599881 0.00498204 0.00393396 0.00286136
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6864
num_leaves=8
num_cat=0
split_feature=2 52 52 160 4 13 2
split_gain=2.58396e-05 4.86655e-05 7.74982e-05 4.30174e-05 4.05881e-05 4.72995e-05 5.65829e-05
threshold=0.10274500000000002 0.10433000000000002 -0.014099999999999998 0.087260000000000018 0.15045000000000003 0.0024700000000000004 0.084235000000000018
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0002584453277670469 0.00034648332979774697 0.00045759319029034474 -0.00030709174246781195 -0.00044869626114805587 0.00033398277208816215 -0.00040917530901423029 -0.00022412484814229763
leaf_weight=0.001921966063508973 0.001246370334751664 0.0011598977244752897 0.0015840123734246966 0.0010283981726012968 0.001057994382497463 0.0013090391321457532 0.0018176100430523038
leaf_count=787 462 220 329 316 202 380 1214
internal_value=0 0.000119333 -1.92873e-05 -7.7696e-05 -1.52168e-05 -8.83955e-05 2.38935e-05
internal_weight=0 0.00399028 0.00283038 0.00713501 0.00610661 0.00504862 0.00373958
internal_count=3910 1011 791 2899 2583 2381 2001
is_linear=0
shrinkage=0.00196078


Tree=6865
num_leaves=7
num_cat=0
split_feature=0 43 16 160 16 0
split_gain=9.18043e-06 2.21024e-05 2.74454e-05 2.71897e-05 4.37878e-05 3.17136e-05
threshold=-1.0000000180025095e-35 -0.079374999999999987 -0.078844999999999985 0.041025000000000006 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0018039121542365911 0.0064454559981479273 -0.0091816018457542316 -0.020750526205117609 -0.011414826540642284 0.021192010867514599 0.010464156851969525
leaf_weight=0.0010194054901478606 0.0017753507946631055 0.0019083934861253322 0.0011460712998204892 0.0012455363418767901 0.0012524978080718069 0.0014429917749109911
leaf_count=409 394 367 805 286 496 1153
internal_value=0 -0.00150217 -0.0101329 0.00169298 0.00523917 -0.000722811
internal_weight=0 0.0080149 0.00216548 0.00584942 0.00460388 0.00335139
internal_count=3910 3516 1214 2302 2016 1520
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=7
num_cat=0
split_feature=42 133 15 1 3 1
split_gain=9.63411e-06 2.07418e-05 2.9545e-05 3.28349e-05 5.82966e-05 4.76091e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.094485000000000013 0.11265500000000002 0.086245000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0057729231525994115 -0.0072932650566876703 0.011071152580119955 -0.014924110664944973 0.024332448781937379 -0.004532724042002929 -0.02247797229482584
leaf_weight=0.0013781610755676278 0.0015476594855173406 0.0017205166008211542 0.0012751463905465166 0.0013551859620536295 0.0014464770605699031 0.0010517664566333561
leaf_count=477 832 923 824 387 252 215
internal_value=0 0.00130671 -0.00127521 0.00205157 0.00942958 -0.00645516
internal_weight=0 0.00822725 0.00650674 0.00523159 0.00280166 0.00242993
internal_count=3910 3078 2155 1331 639 692
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=8
num_cat=0
split_feature=157 160 133 133 52 15 48
split_gain=2.20688e-05 4.08127e-05 8.50844e-05 2.84362e-05 8.48698e-05 5.09779e-05 5.10341e-05
threshold=-0.07453499999999999 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.048490000000000012 -0.041049999999999996 0.087945000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00026033716944105615 -0.00034295833610316692 -0.00045797577673634089 0.00039720323291898949 -0.00014301595508095004 0.00055772127010747866 -0.00029281954231572959 -0.0001248568750791298
leaf_weight=0.0010699998072652159 0.0014271320264726195 0.0012485346548472952 0.001615945446363913 0.0015195032259048965 0.0015124033441380426 0.0013802301538494571 0.0012983187446785412
leaf_count=502 866 847 313 577 212 384 209
internal_value=0 -3.59388e-05 1.51586e-05 9.57882e-05 0.000158277 1.76031e-05 0.000164623
internal_weight=0 0.0100021 0.00857494 0.0073264 0.0058069 0.00429449 0.00291426
internal_count=3910 3408 2542 1695 1118 906 522
is_linear=0
shrinkage=0.00196078


Tree=6868
num_leaves=9
num_cat=0
split_feature=4 12 47 2 4 15 48 4
split_gain=3.01373e-05 3.21079e-05 5.05321e-05 5.7979e-05 6.97748e-05 0.000109704 4.76106e-05 1.87833e-05
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.106285 -0.08422499999999998 -0.0063699999999999989 0.085425000000000015 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00036952496688985408 0.00024667498100559816 -0.00051384167825110222 0.00035382613704742051 0.00028100241585454809 -0.00065507547078008546 0.00047269744644002726 -5.5423264932300566e-05 0.00010981887773135102
leaf_weight=0.0010351095976293854 0.0016084936905795657 0.0015362821973463926 0.0012892410818913487 0.0014644511912435161 0.0010153930565914202 0.0010145132793890558 0.0010208398520325599 0.0011936834428617992
leaf_count=294 472 597 285 437 636 529 220 440
internal_value=0 -4.33997e-05 -3.84501e-06 -6.74908e-05 -0.000155776 -2.61733e-05 -0.000354447 0.000276536
internal_weight=0 0.00956951 0.0085344 0.00724516 0.00578071 0.00424443 0.00203623 0.0022082
internal_count=3910 3438 3144 2859 2422 1825 856 969
is_linear=0
shrinkage=0.00196078


Tree=6869
num_leaves=8
num_cat=0
split_feature=16 40 15 12 2 0 4
split_gain=1.83429e-05 3.52052e-05 4.35436e-05 4.92822e-05 3.85777e-05 1.82332e-05 1.60563e-05
threshold=0.3935300000000001 -0.018084999999999997 -0.11739999999999999 0.088285000000000016 0.093070000000000014 -0.12329499999999999 -0.013929999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.00033738196532903425 -0.00023812803890728697 -0.00033283944720705625 0.00022855689807843769 0.00012798530088938036 -0.00033670569986646195 -9.4380838220271189e-05 0.00044270059953369859
leaf_weight=0.0011926917479088217 0.0011665766316422506 0.0014398553339309691 0.0012351602122735732 0.0015339854763576067 0.0015291781535210383 0.0014747441825941439 0.0010497886348775573
leaf_count=388 380 437 123 893 303 977 409
internal_value=0 2.24692e-05 -2.29873e-05 4.24021e-05 -8.76997e-05 5.28125e-05 0.000255854
internal_weight=0 0.0094554 0.00826271 0.00682286 0.00423908 0.0027099 0.00258377
internal_count=3910 3530 3142 2705 1403 1100 1302
is_linear=0
shrinkage=0.00196078


Tree=6870
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.52686e-05 2.66507e-05 3.75971e-05 4.9394e-05 8.4955e-05 0.000100658 7.61766e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00061570229163338474 -0.00030493411510883395 0.00023617545698061536 -0.00026861478893610565 0.00043891605705893058 -0.00052874006232537846 0.00020984737947094003 -0.00043687396423502261
leaf_weight=0.0010568199086857339 0.0010250157222680889 0.0017712435234482947 0.0019197930166815454 0.0010234762017730034 0.0010514582813503149 0.001489785619148809 0.001321276496925127
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 1.88911e-05 -3.00575e-05 4.70071e-05 -3.45301e-05 9.98176e-05 -9.41294e-05
internal_weight=0 0.00963385 0.00786261 0.00594282 0.00491934 0.00386788 0.00281106
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6871
num_leaves=9
num_cat=0
split_feature=11 13 15 16 13 52 0 0
split_gain=2.69568e-05 3.56379e-05 6.09702e-05 5.69369e-05 4.09976e-05 3.82608e-05 3.21467e-05 2.31961e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 -0.106555 -0.19424999999999998 -0.032264999999999995 0.089525000000000007 -0.10131499999999999 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 -5 6 -6 -1
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=4.8732242164432333e-05 -0.00030370467365544828 0.00034750257260483461 -0.00050268114142202442 -0.00035524475900527861 0.00014566835919024553 0.00039501460431871617 -0.0002395093102008161 0.00046582962945887176
leaf_weight=0.0010285552417089701 0.0010535702641345573 0.0013465631769541972 0.001170044855006905 0.0011518395341916085 0.0017240772802714823 0.0010107884463369321 0.0016119173065008343 0.0010219647798569813
leaf_count=283 304 446 165 1395 153 241 817 106
internal_value=0 2.5942e-05 -3.30695e-05 -0.000109916 -2.63401e-05 6.08152e-05 -4.04454e-05 0.000256611
internal_weight=0 0.0100658 0.00801523 0.00666867 0.00549862 0.00434678 0.00333599 0.00205052
internal_count=3910 3606 3217 2771 2606 1211 970 389
is_linear=0
shrinkage=0.00196078


Tree=6872
num_leaves=8
num_cat=0
split_feature=4 0 13 151 160 43 3
split_gain=2.83043e-05 4.46404e-05 3.9755e-05 4.32893e-05 4.75329e-05 5.26773e-05 7.27286e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.0024700000000000004 -0.0088999999999999982 0.041025000000000006 -0.074254999999999988 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00031777923809636654 -0.00023704650650351654 0.00037924089166676113 -0.00034055220418959827 0.00058032585954862902 -0.00024708084543460524 -0.00016077718849046794 0.00040886226038498269
leaf_weight=0.0010343303373523899 0.0017825707597376381 0.0011909659498816486 0.0013088085573856314 0.0010798215717908954 0.0011316049871025824 0.0019961294034183683 0.0015162895522150325
leaf_count=208 559 252 539 578 309 1261 204
internal_value=0 2.29323e-05 -2.52061e-05 2.97772e-05 0.000112874 0.000201573 8.51326e-05
internal_weight=0 0.0100062 0.00881522 0.00750642 0.00572385 0.00459224 0.00351242
internal_count=3910 3702 3450 2911 2352 2043 1465
is_linear=0
shrinkage=0.00196078


Tree=6873
num_leaves=8
num_cat=0
split_feature=11 48 2 4 1 13 3
split_gain=1.874e-05 4.05288e-05 3.37783e-05 3.65639e-05 4.93223e-05 6.44471e-05 3.53098e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.092550000000000007 -0.016579999999999998 -0.0086749999999999969
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00035094195832025639 -0.00025609643180779984 0.00028638129857575938 0.00025384375832348979 -0.00020887617146478127 1.1590094024138731e-05 0.00037974662250196803 -0.00050588997699359663
leaf_weight=0.001616497479817916 0.0010274425045569109 0.0018176598474921321 0.0012764003815821257 0.001179702069317592 0.0010103959402097016 0.0018159912525928497 0.0010174408571673966
leaf_count=529 304 433 448 1148 409 469 170
internal_value=0 2.23396e-05 -3.8286e-05 -9.44415e-05 -1.19035e-05 0.000147947 -0.000248049
internal_weight=0 0.00973409 0.00791643 0.00664003 0.00502353 0.00299569 0.00202784
internal_count=3910 3606 3173 2725 2196 1617 579
is_linear=0
shrinkage=0.00196078


Tree=6874
num_leaves=10
num_cat=0
split_feature=11 13 39 0 49 3 15 1 0
split_gain=2.94917e-05 3.52923e-05 8.46334e-05 7.07039e-05 3.54962e-05 3.29112e-05 5.7807e-05 6.76442e-05 1.69964e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 -0.076734999999999984 -0.064869999999999983 0.096630000000000008 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 7 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=8.3977293216125424e-05 -0.00032748967294001218 -0.00034277533680589602 0.00048085105449091506 -0.00052994127247600587 -0.0001913776386791613 0.00033628953021762407 0.00055454773343927434 -0.00033855990960582046 0.00043358169876103498
leaf_weight=0.0011398092397981597 0.0010058859106497698 0.0010712901098592371 0.0010652443537352875 0.0012756918954640968 0.0014719588547491454 0.001110919048943879 0.0010003149571684443 0.0011750929703723319 0.0010069809649965926
leaf_count=300 279 160 387 329 1699 183 352 115 106
internal_value=0 2.4238e-05 -3.45457e-05 -0.000111816 -2.03168e-05 5.22822e-05 0.000161418 -1.06075e-05 0.000247964
internal_weight=0 0.0103173 0.00817051 0.00710527 0.00582958 0.00475829 0.00328633 0.00228601 0.00214679
internal_count=3910 3631 3225 2838 2509 2349 650 298 406
is_linear=0
shrinkage=0.00196078


Tree=6875
num_leaves=7
num_cat=0
split_feature=1 4 150 16 16 13
split_gain=9.82709e-06 2.63944e-05 2.25976e-05 3.0585e-05 3.96007e-05 7.76138e-06
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.0023892751777867616 -0.016287766446464041 -0.012459820371807286 0.01354612297642319 0.015592015986028572 -0.0060351514654801361 0.0095941323171640797
leaf_weight=0.0010651199220879 0.0010077828557769888 0.0019015476510768773 0.0014136723552069822 0.0015175439521414081 0.001915090495377824 0.0010972718558344833
leaf_count=430 255 1579 348 433 665 200
internal_value=0 -0.00386581 0.0025348 -0.000970815 0.00352607 0.00369152
internal_weight=0 0.00406394 0.00585409 0.00444042 0.00343263 0.00216239
internal_count=3910 2209 1701 1353 1098 630
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=8
num_cat=0
split_feature=50 4 151 2 2 15 42
split_gain=1.10477e-05 2.73063e-05 2.05041e-05 2.45217e-05 5.27649e-05 2.84103e-05 5.40216e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 0.10393500000000001 0.091525000000000009 -0.064869999999999983 0.060615000000000009
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=0.0099184017368851921 -0.010002428116431192 0.016042080531908792 -0.018301432661238081 -0.013451465706357333 0.018336771449504165 -0.01328804620076145 0.017926839528052487
leaf_weight=0.001409842494750675 0.0010077591760100845 0.0010682937440842132 0.0012043787169660094 0.0017611758639845482 0.0012130263398100745 0.0012334303099013153 0.0010071301308793258
leaf_count=454 715 396 317 492 451 528 557
internal_value=0 0.00104488 -0.00100155 -0.00339991 0.000400585 -0.00591508 0.00074302
internal_weight=0 0.00889728 0.00782898 0.00641914 0.00465797 0.00344494 0.00224056
internal_count=3910 3195 2799 2345 1853 1402 1085
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=8
num_cat=0
split_feature=3 47 42 52 1 43 16
split_gain=1.03213e-05 3.33896e-05 3.60026e-05 5.22941e-05 5.32762e-05 2.58805e-05 1.33096e-05
threshold=0.13772500000000001 0.10887000000000001 -1.0000000180025095e-35 -0.072349999999999984 0.10498500000000001 -0.077544999999999989 -0.092424999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.014809981945078723 0.0080487889820739632 -0.018499227954714301 -0.010616829019587673 0.016764100353535812 0.028707127196429066 -0.010993756506187965 0.0040989522499595447
leaf_weight=0.0012186970112836801 0.0013513821948277415 0.0010027481691863259 0.0017699443016226026 0.0010288929484306431 0.0011084986946495448 0.0010014699309003425 0.0014026377498647978
leaf_count=1007 239 202 707 483 291 255 726
internal_value=0 -0.00135715 0.000925564 0.00396399 0.00964653 0.00349196 -0.00218816
internal_weight=0 0.00853289 0.00753014 0.00631144 0.0045415 0.003433 0.00240411
internal_count=3910 3671 3469 2462 1755 1464 981
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=3.24028e-05 3.81554e-05 5.59088e-05 4.06462e-05 6.67431e-05 9.23648e-05 7.19976e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00059156797568118188 -0.00034014726148526753 0.0002804131285483204 -0.00032002068105959648 0.00040876915338198194 -0.00045015538477324282 0.00021170364071723929 -0.00040442318809673713
leaf_weight=0.0010803722993013532 0.0010441302220073117 0.0018099562457164877 0.0019893942681901795 0.0010535407142108766 0.0010674124888321573 0.0015438343854377 0.0013818698169591817
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 2.29822e-05 -3.44246e-05 5.83059e-05 -1.44699e-05 0.000101618 -7.93056e-05
internal_weight=0 0.00992638 0.00811642 0.00612703 0.00507349 0.00400608 0.0029257
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6879
num_leaves=9
num_cat=0
split_feature=42 49 3 0 4 4 2 0
split_gain=1.14545e-05 2.46431e-05 4.50108e-05 4.76139e-05 4.4237e-05 5.21437e-05 2.47626e-05 1.23795e-05
threshold=-0.088669999999999985 -0.045004999999999996 -0.078884999999999997 -0.075294999999999987 -1.0000000180025095e-35 0.074650000000000008 0.092865000000000017 -0.070604999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 7 -6 -2 -4
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.0086944825289004598 0.019418627425275125 -0.031165965000186577 0.020189048546808683 -0.00091275839580675147 -0.024691459554748572 0.0046223458161287053 -0.0028145200426996538 0.0044746338065603051
leaf_weight=0.0012951152660265726 0.0010031381648034873 0.0010734325086246984 0.0010030289445597041 0.0010094334341630095 0.0010414801048479882 0.0014539672130957756 0.0010006634157132103 0.001002207328423508
leaf_count=480 251 1223 397 361 291 413 233 261
internal_value=0 -0.00139426 -0.00434965 -0.0165041 0.00127531 -0.00761183 0.00831578 0.0123351
internal_weight=0 0.00858735 0.00658355 0.00208287 0.00450068 0.00249545 0.0020038 0.00200524
internal_count=3910 3430 2946 1584 1362 704 484 658
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=9
num_cat=0
split_feature=11 16 2 133 43 52 16 1
split_gain=2.43487e-05 2.26441e-05 3.97256e-05 6.49882e-05 4.04616e-05 5.87724e-05 0.000104797 3.19091e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.087550000000000017 -0.074254999999999988 -0.066329999999999986 -0.057604999999999996 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -4
right_child=-2 2 7 -5 5 6 -8 -9
leaf_value=-0.00021401662976768869 -0.00029031602013571844 0.00030333410455033534 0.00053911182750122021 -0.000463597650638021 -0.00041998981893651166 -0.00025145112550816894 0.00057760197911687673 5.5391647583511709e-05
leaf_weight=0.0013062595781887327 0.001031173278048597 0.0019005193743489501 0.0010499283374663737 0.0010337510951604467 0.0011300373298283265 0.0012959190480198927 0.001070369718332648 0.0010473062371625661
leaf_count=371 304 721 346 708 249 675 297 239
internal_value=0 2.63889e-05 6.32132e-05 -1.32132e-05 7.30567e-05 -5.21167e-05 0.000123564 0.000297554
internal_weight=0 0.00983409 0.00852783 0.0064306 0.00539685 0.00349633 0.00236629 0.00209723
internal_count=3910 3606 3235 2650 1942 1221 972 585
is_linear=0
shrinkage=0.00196078


Tree=6881
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.39754e-05 2.45835e-05 4.20035e-05 4.3908e-05 7.50174e-05 9.49909e-05 7.37099e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0006091468189014837 -0.00030226907315163745 0.00022588321180153613 -0.00028613597516990579 0.00042390178113569309 -0.00049331856456313558 0.0002140055648140195 -0.00042442136008815934
leaf_weight=0.001030873607248363 0.0010053166481371638 0.0017523712960174813 0.0018823007533072733 0.0010035988315559444 0.0010405584703488012 0.0014727235627834429 0.0013170981624927773
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 1.61542e-05 -3.12855e-05 5.05077e-05 -2.65789e-05 0.000100537 -8.74011e-05
internal_weight=0 0.00949952 0.00774715 0.00586485 0.00486125 0.0038207 0.00278982
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6882
num_leaves=7
num_cat=0
split_feature=50 15 43 133 42 52
split_gain=1.14662e-05 2.30561e-05 3.2098e-05 4.42146e-05 6.27269e-05 2.98012e-05
threshold=0.086465000000000014 -0.106555 0.013605000000000001 1.0000000180025095e-35 0.086325000000000013 -0.068164999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.011280600085407273 -0.010183855050698814 0.0038430291977824432 0.011896992041465236 -0.022380243737382292 0.021589600817948106 -0.014733216390565818
leaf_weight=0.0017698005090257653 0.0010086332030521125 0.001520732875362551 0.0014331267807176059 0.0011479957254850841 0.0010077912073247763 0.0019985933130828104
leaf_count=599 715 388 366 831 452 559
internal_value=0 0.0010676 -0.00147522 -0.00485208 -0.000407252 -0.00670625
internal_weight=0 0.00887804 0.00710824 0.00567511 0.00452712 0.00351933
internal_count=3910 3195 2596 2230 1399 947
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=7
num_cat=0
split_feature=11 48 42 49 4 15
split_gain=2.25177e-05 2.40864e-05 5.36117e-05 4.53031e-05 3.72776e-05 9.40382e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.065249999999999989 -0.08422499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00030447350443788316 -0.00028215436365191442 0.00022827689470997841 -0.00030542798948049259 -0.00011839132737680394 -3.9047927340925391e-05 0.00060163328352301503
leaf_weight=0.0010386748003969664 0.0010270769601660587 0.0017951441028179966 0.001953622863749855 0.0014586443614955117 0.0019260030517140056 0.0016230732009816747
leaf_count=208 304 433 1243 462 683 577
internal_value=0 2.30162e-05 -2.30428e-05 6.81974e-05 0.000145495 0.00025395
internal_weight=0 0.00979516 0.00800002 0.0060464 0.00500772 0.00354908
internal_count=3910 3606 3173 1930 1722 1260
is_linear=0
shrinkage=0.00196078


Tree=6884
num_leaves=8
num_cat=0
split_feature=42 157 0 2 16 2 48
split_gain=1.27968e-05 2.19246e-05 4.22763e-05 4.74084e-05 5.06009e-05 3.12867e-05 5.8547e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 -0.083564999999999987 0.11230000000000001 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.011584867612950946 -0.0083912539376600776 0.0033490819333349669 0.019119013858210965 -0.0029846836794102331 -0.026540045354616321 -0.0057035944617407734 0.029037360840311138
leaf_weight=0.001112702605746487 0.0015590244056744177 0.0011357011103669758 0.0013966965934371304 0.0010817490365718674 0.0011299600629803659 0.0012595297353363471 0.0012091858853648819
leaf_count=625 832 449 241 650 570 316 227
internal_value=0 0.00148055 0.00349612 -0.000255599 -0.0115576 0.00695657 0.013917
internal_weight=0 0.00832553 0.00721282 0.00581613 0.00226566 0.00355046 0.00229093
internal_count=3910 3078 2453 2212 1019 1193 877
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=8
num_cat=0
split_feature=42 1 12 49 16 13 16
split_gain=1.09667e-05 1.87988e-05 5.05966e-05 2.23506e-05 4.21397e-05 4.71401e-05 4.20263e-05
threshold=-0.088669999999999985 0.12263000000000002 0.098845000000000016 -0.047894999999999993 -0.057604999999999996 -0.013465 0.050115000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=0.0085025648996450483 0.010606876730979081 0.01099471710178182 -0.023628321100003468 0.0012544466403327948 0.01885655734504749 -0.026755818573622164 -0.0071194488617338765
leaf_weight=0.0012965759968690477 0.0015535604504357181 0.0010758017233601039 0.0010383833356173676 0.0012141895792012961 0.0012538513951776506 0.0011894110348966826 0.0012376132092013221
leaf_count=480 371 370 409 772 614 369 525
internal_value=0 -0.00136603 -0.00314213 0.000156637 -0.00315999 -0.0126063 0.0059532
internal_weight=0 0.00856281 0.00748701 0.00644863 0.00489507 0.0024036 0.00249146
internal_count=3910 3430 3060 2651 2280 1141 1139
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=7
num_cat=0
split_feature=42 49 160 43 3 15
split_gain=9.71496e-06 2.61131e-05 4.34887e-05 2.26506e-05 3.99034e-05 5.01829e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.069910000000000014 -0.07526999999999999 -0.060719999999999989 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.021628462439991916 -0.007319891630606006 0.015036838275723463 0.0055066808198244201 -0.014033677923870853 -0.009651867143258358 0.016860911590919493
leaf_weight=0.0011410487342013906 0.0015533550128034946 0.0015940780929652853 0.0012243904608280095 0.0012429097249058007 0.001123693239324743 0.0019576812798838311
leaf_count=491 832 868 225 1027 202 265
internal_value=0 0.00129808 -0.00758286 0.0048476 0.0010915 0.00719242
internal_weight=0 0.0082838 0.00236544 0.00591836 0.00432428 0.00308137
internal_count=3910 3078 716 2362 1494 467
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=8
num_cat=0
split_feature=1 0 3 16 15 151 16
split_gain=9.97152e-06 3.52613e-05 2.74134e-05 2.07057e-05 3.07223e-05 4.7626e-05 4.74718e-05
threshold=0.076710000000000014 -0.083674999999999986 -0.089604999999999976 0.081265000000000018 -0.0089749999999999986 -0.0088999999999999982 -0.09601999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.019544771696880365 -0.016444823202893335 0.014148137464009808 -0.007457382050036019 -0.009513816965572788 0.017610028463276133 0.022301720918038687 -0.0047826252583340924
leaf_weight=0.0010621282136831327 0.0011695585069747415 0.0010786230100780943 0.0012891475389105501 0.001207599058749829 0.001411631543168364 0.0012130594357920876 0.0013871648039314355
leaf_count=1044 307 272 692 381 611 331 272
internal_value=0 -0.00440602 0.00238488 0.00227826 0.00502656 0.000314565 0.00785279
internal_weight=0 0.0034299 0.00236777 0.00638901 0.00518141 0.00376978 0.00260022
internal_count=3910 2008 964 1902 1521 910 603
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=8
num_cat=0
split_feature=11 48 42 2 16 13 2
split_gain=2.34865e-05 2.68534e-05 4.67193e-05 5.15882e-05 7.68381e-05 9.35612e-05 7.36373e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00061310975756581024 -0.00028419029658440306 0.00024659600391389945 -0.00028561462085843124 0.0004660616239326913 -0.0004910339969589828 0.0002221037956491194 -0.0004140222244905846
leaf_weight=0.001037469841030867 0.0010187899122941621 0.0017760295048531776 0.0019264215580389625 0.0010244358428734331 0.0010389838481857181 0.001493414088200057 0.0013162886633757223
leaf_count=701 304 433 1243 255 167 366 441
internal_value=0 2.89008e-05 -2.04335e-05 6.59962e-05 -1.78818e-05 0.0001099 -7.59083e-05
internal_weight=0 0.00961304 0.00783701 0.00591059 0.00488616 0.00384717 0.0028097
internal_count=3910 3606 3173 1930 1675 1508 807
is_linear=0
shrinkage=0.00196078


Tree=6889
num_leaves=8
num_cat=0
split_feature=13 403 160 43 2 2 4
split_gain=1.01513e-05 3.4465e-05 3.99593e-05 2.99572e-05 3.8024e-05 4.73284e-05 1.85752e-05
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.053009999999999995 0.097940000000000013 0.11339500000000001 0.015635000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.014485124418311221 -0.0093018006233839805 0.017876155397828383 0.013636322130756624 -0.020357184330947936 0.022895025141262473 -0.0074203863530307281 -0.0015661119570090879
leaf_weight=0.0017639973884392406 0.0010581758815593418 0.0010707051109603823 0.0017514948196998585 0.0011022431779832839 0.0010283740119632176 0.0010315702004055306 0.0010063319306591325
leaf_count=1077 221 418 858 697 233 261 145
internal_value=0 0.00106774 -0.00127438 0.00266205 -0.00194904 0.0077138 -0.011389
internal_weight=0 0.00875472 0.00768401 0.00592001 0.00416852 0.00205994 0.00210858
internal_count=3910 3689 3271 2194 1336 494 842
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=8
num_cat=0
split_feature=1 15 16 15 51 16 0
split_gain=1.11501e-05 3.2199e-05 4.52999e-05 1.83285e-05 3.583e-05 4.05464e-05 3.00891e-05
threshold=0.076710000000000014 0.083935000000000023 0.18936500000000003 0.035895000000000003 -0.09021499999999999 -0.029944999999999996 -0.14867499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.024610237512836742 0.021302475853335896 0.0086981143036052502 0.0040032882290080198 -0.0096354742514380004 -0.0017758541013736325 -0.016593844070385968 0.017832201018768933
leaf_weight=0.0012275784267552494 0.0010558216040086783 0.0011813437095719967 0.0010073017871559382 0.0010521630414673886 0.0019209361798009153 0.0010263630611447969 0.0013206314741510444
leaf_count=905 270 866 237 532 223 402 475
internal_value=0 -0.00465514 -0.0117136 0.00242486 0.00480841 0.000728024 0.00621257
internal_weight=0 0.00341622 0.00223488 0.00637592 0.00532375 0.00426793 0.00324157
internal_count=3910 2008 1142 1902 1370 1100 698
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=8
num_cat=0
split_feature=52 13 2 13 13 0 12
split_gain=9.92723e-06 2.58462e-05 4.36581e-05 4.0502e-05 4.22252e-05 4.37092e-05 2.5556e-05
threshold=0.11401500000000002 -0.090744999999999978 0.11230000000000001 -0.017604999999999999 0.0024700000000000004 -0.10209999999999998 0.088375000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.022111149065020503 -0.0080145756764832665 -0.015987697657413306 -0.020868343242021661 0.0028122621558476853 -0.0070730178115388093 0.028829569949332268 0.00031874903039580524
leaf_weight=0.0010252072397227835 0.0013463066571827833 0.0010401928837601021 0.0010271534547820014 0.0015413720229714555 0.0015477206614347783 0.0011112693872649907 0.0011326412050245782
leaf_count=366 647 1129 374 189 494 557 154
internal_value=0 0.00123308 -0.00201671 0.00167822 0.00605307 0.0137117 0.0106725
internal_weight=0 0.00842556 0.00626771 0.00524055 0.00420036 0.00265264 0.00215785
internal_count=3910 3263 2743 2369 1240 746 520
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=8
num_cat=0
split_feature=49 2 52 12 1 4 15
split_gain=9.71196e-06 2.83037e-05 4.06787e-05 3.62388e-05 4.29253e-05 8.04613e-05 3.34081e-05
threshold=0.10447000000000002 0.11260500000000001 0.090300000000000005 0.095920000000000019 0.086560000000000012 -0.030814999999999995 -0.094449999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.011896756892374608 0.0091577627841938521 0.010912883072234258 -0.017859550106979451 0.017303507859150427 -0.025454711881005832 0.026915103560180832 -0.0016599065892379716
leaf_weight=0.0011168091622383767 0.0010278981258064973 0.001597047429746778 0.0015996040373379705 0.0010167002155518981 0.0011159685651909038 0.0010238067078077273 0.0012520448109017918
leaf_count=636 378 501 730 368 164 543 590
internal_value=0 -0.00111933 -0.00381635 0.000249216 -0.00359654 0.00666605 -0.0128736
internal_weight=0 0.00872198 0.00712493 0.00552533 0.00450863 0.00214062 0.00236801
internal_count=3910 3532 3031 2301 1933 1179 754
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=9
num_cat=0
split_feature=4 0 160 43 16 13 1 4
split_gain=4.09172e-05 9.63302e-05 3.35817e-05 4.63075e-05 5.57189e-05 4.26173e-05 5.83693e-05 1.30508e-05
threshold=-0.49837999999999999 -1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 -0.016294999999999994 -0.060719999999999989 0.092550000000000007 0.056740000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -5
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=-0.00037960407786657215 8.3853045012040765e-05 0.0005901314581804926 -0.00030196019530464712 0.00018673982515432372 -0.00054970906214282518 0.00025530328643038751 -0.00025047360744423421 0.00050220548579793522
leaf_weight=0.00100276375201177 0.0011012260628200791 0.0010769060083052296 0.0014647206960497214 0.0010120023266867806 0.0010355277801947324 0.001650533714011589 0.0018724723516800844 0.0010047758730517124
leaf_count=176 532 239 399 797 492 729 281 265
internal_value=0 3.54562e-05 -2.98885e-05 2.20241e-05 -0.000223188 0.000116605 -1.35164e-05 0.000343907
internal_weight=0 0.0102182 0.00914126 0.00767654 0.00213675 0.00553978 0.00352301 0.00201678
internal_count=3910 3734 3495 3096 1024 2072 1010 1062
is_linear=0
shrinkage=0.00196078


Tree=6894
num_leaves=7
num_cat=0
split_feature=131 42 43 4 48 16
split_gain=1.03264e-05 2.24699e-05 2.61457e-05 3.52602e-05 5.41185e-05 5.41173e-05
threshold=0.084390000000000007 -1.0000000180025095e-35 -0.044024999999999988 -0.34687499999999999 0.086125000000000021 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.010680567804649748 -0.0094328759201738315 0.014236926914321282 -0.016369200280191443 0.026382424056896742 -0.011861282576185206 -0.00023496546278014785
leaf_weight=0.0013664915733229291 0.0010436830854280632 0.001680780248173766 0.0010641979591241258 0.0013513275159342181 0.0014865977415702909 0.001756998534296311
leaf_count=842 618 984 215 411 239 601
internal_value=0 0.00109341 0.00328541 3.27677e-05 0.00383151 0.0113368
internal_weight=0 0.00870639 0.0073399 0.00565912 0.00459492 0.00310833
internal_count=3910 3292 2450 1466 1251 1012
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=9
num_cat=0
split_feature=50 157 0 51 2 16 49 15
split_gain=2.52641e-05 3.65872e-05 4.31157e-05 6.423e-05 4.54151e-05 4.84236e-05 3.12968e-05 3.72963e-06
threshold=0.086465000000000014 -0.072409999999999988 -0.017269999999999997 -0.032189999999999989 0.086545000000000025 -0.071799999999999989 -0.045004999999999996 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00038191113487019739 -0.00028247975612662049 -0.00053738898744664677 0.00024557328951106856 -0.00032847124716955207 0.00026388932435038911 0.00048814100539440697 -0.00015916491397572358 -0.00016037551159794408
leaf_weight=0.0010029071441751266 0.00113108420142313 0.0010279786638824652 0.0019414285073325859 0.0010247502326569632 0.0010353874516725546 0.0010014694624825801 0.001917198518063932 0.0010053211611578063
leaf_count=360 715 340 308 196 156 469 659 707
internal_value=0 2.67631e-05 -1.30179e-05 -8.46135e-05 -6.83385e-06 0.000115561 -1.08119e-05 -0.000245228
internal_weight=0 0.00995644 0.00895353 0.00701211 0.00598413 0.00395406 0.00295259 0.00203007
internal_count=3910 3195 2835 2527 2187 1284 815 903
is_linear=0
shrinkage=0.00196078


Tree=6896
num_leaves=9
num_cat=0
split_feature=12 3 4 2 3 0 1 16
split_gain=2.37092e-05 6.92048e-05 6.52522e-05 4.36782e-05 4.53405e-05 4.12605e-05 5.06829e-05 4.46953e-05
threshold=0.080120000000000011 -0.010319999999999998 0.08734500000000002 0.084925000000000014 -0.089604999999999976 -0.10131499999999999 0.11052000000000002 -0.073459999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 -3
right_child=2 5 -4 4 -6 -7 -8 -9
leaf_value=0.00050052162520861456 -0.00059226785995516334 -2.6106133344999709e-05 0.00020737095618346451 0.00018207874648183426 -0.00034022175965871124 -0.0003768869881181015 -0.00026981658426739936 0.00051469296623797599
leaf_weight=0.0011590649374888032 0.0010570544613084294 0.001235507480813781 0.001714520997847795 0.0011044887121188713 0.0015162251602709343 0.0010508042007726813 0.0011586303541458757 0.0011203496316340299
leaf_count=331 961 152 292 438 1140 337 167 92
internal_value=0 7.26486e-05 -0.000108538 -0.00025581 -0.0001201 -3.59824e-05 6.59453e-05 0.000231076
internal_weight=0 0.00572436 0.00539229 0.00367777 0.00262071 0.00456529 0.00351449 0.00235586
internal_count=3910 1079 2831 2539 1578 748 411 244
is_linear=0
shrinkage=0.00196078


Tree=6897
num_leaves=8
num_cat=0
split_feature=15 42 15 2 0 12 15
split_gain=1.11357e-05 3.5539e-05 3.67064e-05 3.66683e-05 3.91624e-05 2.62284e-05 5.59866e-05
threshold=0.088615000000000013 0.084100000000000022 -0.052074999999999989 0.085805000000000006 -0.099024999999999988 0.089855000000000004 -0.094449999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.029937062941933268 -0.0088210230303298713 0.0026676791534939143 -0.023675989879956519 -0.0092689518849193558 0.0026769703411395392 -0.014468001561055602 0.01685512447753337
leaf_weight=0.0010130755783135485 0.0012597096184424296 0.0011023607548744107 0.0010167708827351349 0.0016166521334037396 0.0010983921483589815 0.0010061048202344757 0.001665498418478305
leaf_count=113 875 704 508 295 533 385 497
internal_value=0 0.00125225 -0.00997216 0.00496897 0.0157563 -0.00034252 0.00398748
internal_weight=0 0.00851885 0.00211913 0.00639972 0.00211147 0.00428826 0.00328215
internal_count=3910 3035 1212 1823 646 1177 792
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=6
num_cat=0
split_feature=0 43 16 52 52
split_gain=9.96814e-06 3.11841e-05 2.5891e-05 3.88057e-05 3.42783e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.19424999999999998 1.0000000180025095e-35 -0.062489999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012502382353543375 0.0062775491807259545 -0.0090768909221681862 0.0083563007175809969 0.021706904874289834 -0.013387830069319298
leaf_weight=0.001976682566642355 0.0019884074288695971 0.0015374767036170703 0.001940355369023424 0.0011552323161521613 0.0011574749673869936
leaf_count=1184 446 354 457 891 578
internal_value=0 -0.00165749 0.00204456 0.00606495 0.000231812
internal_weight=0 0.00776722 0.00579054 0.00425306 0.00309783
internal_count=3910 3464 2280 1926 1035
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=9
num_cat=0
split_feature=3 15 16 0 4 0 4 16
split_gain=2.61074e-05 3.51603e-05 6.37464e-05 4.83003e-05 7.52673e-05 4.6619e-05 6.91194e-05 5.16382e-05
threshold=0.13772500000000001 -0.16430499999999995 -0.38486499999999996 -0.10575999999999998 0.0057500000000000008 -0.06402999999999999 -0.23071499999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00030033948018418294 0.00023645025134641514 -0.00050421824886660166 -9.7289495653385871e-05 3.2782927110932752e-06 0.00061691797898562209 -0.00026317123535914047 0.00039043938006954742 -0.00056342168178627027
leaf_weight=0.0010307481868149409 0.00150346340899491 0.0011887109713177085 0.0012737464911860338 0.0011123244558791309 0.0010228790392056153 0.0012303587472554203 0.0012581293448314266 0.0013915947345384638
leaf_count=347 239 272 218 839 70 269 302 1354
internal_value=0 -4.16117e-05 -8.31872e-05 -1.45245e-05 0.000220807 -0.000122782 6.72811e-05 -0.000311675
internal_weight=0 0.00950849 0.00847774 0.00728903 0.00229663 0.00499241 0.00248849 0.00250392
internal_count=3910 3671 3324 3052 288 2764 571 2193
is_linear=0
shrinkage=0.00196078


Tree=6900
num_leaves=8
num_cat=0
split_feature=4 42 47 16 160 160 16
split_gain=1.66552e-05 2.51974e-05 2.75646e-05 4.45285e-05 5.94068e-05 5.45222e-05 5.8515e-05
threshold=0.27608500000000008 0.092145000000000019 0.09550500000000002 -0.19424999999999998 -0.026849999999999995 0.084835000000000008 -0.078399999999999984
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=-0.00039135614421439106 0.00019457442842912473 -0.00027795281588682369 0.00030191554515711974 0.00041343306793871812 0.00016645337658563296 0.0002591576361504569 -0.00041420917702028186
leaf_weight=0.0011423022139952959 0.0013852327741824049 0.0014026100015563482 0.0010569334567866054 0.0012323940477191311 0.001001468286597155 0.001309015942820701 0.0019992515504702706
leaf_count=178 441 700 244 646 672 332 697
internal_value=0 -3.61395e-05 7.6732e-06 -3.8852e-05 3.38035e-05 -7.47538e-05 -0.000220417
internal_weight=0 0.00914398 0.00774137 0.00668443 0.00554213 0.00430974 0.00300072
internal_count=3910 3469 2769 2525 2347 1701 1369
is_linear=0
shrinkage=0.00196078


Tree=6901
num_leaves=7
num_cat=0
split_feature=43 16 133 42 2 2
split_gain=9.88702e-06 2.91411e-05 4.18072e-05 3.22825e-05 2.19207e-05 6.7022e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.007913108853029838 -0.0055328183175440381 -0.013196790011875638 0.018793150399230032 -0.017175131393839745 -0.0087747923643976492 0.024391155535402644
leaf_weight=0.0013469858652656675 0.0018732352976253948 0.0016578321000550395 0.0011694530722088908 0.0011206075022573304 0.0013638106504135503 0.0012465558744173448
leaf_count=275 670 563 1053 777 280 292
internal_value=0 -0.00131334 0.0015951 -0.00199369 0.00180068 0.00642372
internal_weight=0 0.00843149 0.00677366 0.00560421 0.0044836 0.00311979
internal_count=3910 3635 3072 2019 1242 962
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=8
num_cat=0
split_feature=11 48 2 4 42 1 3
split_gain=1.80406e-05 2.8743e-05 4.0002e-05 4.07639e-05 5.09341e-05 5.67743e-05 8.33173e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.08422499999999998 -0.085679999999999992 0.092550000000000007 -1.0000000180025095e-35
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=-0.00036533720493075187 -0.00025649085800594158 0.00024453970467347788 0.00028757559490005021 0.00038865878507651774 -0.00024784936066370329 -0.0004140552217903814 0.00047136694168186982
leaf_weight=0.001600059409891069 0.0010061481497559742 0.0017778501282138667 0.0012653661176957971 0.0010054222388942088 0.0013872179911881039 0.0014520638581156913 0.0011186266714167891
leaf_count=529 304 433 448 253 1327 526 90
internal_value=0 1.94737e-05 -3.1637e-05 -9.31785e-05 -5.44108e-06 -0.000105554 7.32139e-05
internal_weight=0 0.00960661 0.00782876 0.00656339 0.00496333 0.00395791 0.00250584
internal_count=3910 3606 3173 2725 2196 1943 1417
is_linear=0
shrinkage=0.00196078


Tree=6903
num_leaves=7
num_cat=0
split_feature=2 52 4 4 4 48
split_gain=1.028e-05 4.82584e-05 4.56759e-05 2.72248e-05 2.4768e-05 2.51219e-05
threshold=0.10946500000000002 0.090300000000000005 0.15045000000000003 0.053925000000000008 -0.076329999999999995 0.083775000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=0.0073550972223707517 0.015593976626688391 -0.017146459197739588 0.021058514152418703 -0.0046566346001819803 -0.01655871974701997 0.0028564627200138469
leaf_weight=0.0017231845641764707 0.0013016618721488934 0.0016276672217309281 0.001064396805818638 0.0013549160825164458 0.0015094890331304274 0.0011933112450378375
leaf_count=972 353 745 231 414 843 352
internal_value=0 -0.00202394 0.00245925 0.0052657 -0.00201365 -0.00798674
internal_weight=0 0.00711805 0.00549038 0.00265658 0.00442598 0.0027028
internal_count=3910 3143 2398 767 2167 1195
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=8
num_cat=0
split_feature=1 484 12 47 0 43 13
split_gain=1.02578e-05 2.63528e-05 3.7908e-05 3.40666e-05 2.56069e-05 2.6048e-05 1.70069e-05
threshold=0.12864500000000004 0.084225000000000008 0.10129000000000001 0.09252500000000001 -0.14808999999999997 -0.077544999999999989 -0.014114999999999997
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=-0.0075501440861835342 0.0089680375268363453 0.014021324208334386 -0.021101334203621799 -0.016217443408327578 0.016739806847166847 -0.0086967931074017259 0.0090690461945342506
leaf_weight=0.0016567366696862299 0.0011194699160972108 0.0010044052067095651 0.0010251372810399263 0.0011330038312465322 0.0016630270663475543 0.0010903911205986843 0.0010652305573843387
leaf_count=254 331 417 414 263 824 891 516
internal_value=0 -0.00120575 -0.00320931 -0.000433775 0.00283229 0.00733675 8.24445e-05
internal_weight=0 0.00863793 0.00763353 0.00660839 0.00547539 0.00381865 0.00215562
internal_count=3910 3579 3162 2748 2485 2231 1407
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=7
num_cat=0
split_feature=1 4 15 150 1 4
split_gain=1.15917e-05 3.34609e-05 2.16617e-05 2.03749e-05 2.5904e-05 3.11589e-05
threshold=0.085835000000000009 -0.15333499999999997 0.083935000000000023 0.077110000000000012 0.10752500000000002 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.0070176803094799929 -0.0095258391832196455 -0.020806837798013542 -0.0017107327587407455 0.013315925984444706 -0.0042432267776299475 0.018093099358278693
leaf_weight=0.001595563855754227 0.0018486662961905891 0.0012451925486412151 0.0011359135404589119 0.0014023252499489759 0.0013527187383281013 0.0011601844208612275
leaf_count=166 768 1143 891 349 267 326
internal_value=0 -0.00418808 -0.011697 0.00283048 -0.000540782 0.00606925
internal_weight=0 0.00397667 0.00238111 0.00576389 0.00436157 0.0025129
internal_count=3910 2200 2034 1710 1361 593
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=9
num_cat=0
split_feature=11 48 43 16 16 0 12 16
split_gain=2.59865e-05 3.15352e-05 3.03682e-05 3.68528e-05 4.98815e-05 3.68828e-05 6.03332e-05 4.03878e-05
threshold=1.0000000180025095e-35 0.091555000000000011 -0.17307499999999998 0.15737500000000001 -0.0041999999999999997 -0.10209999999999998 0.087020000000000014 -0.11180499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00025511360539981742 -0.00030607598487194956 0.00025781930448424967 -1.2045326634844551e-05 -0.00034900417261698248 0.00038330208337985605 0.00043324599467980544 -0.00023912552708865172 -0.00055369799104210214
leaf_weight=0.0012206935406720177 0.0010144443102010079 0.0018026459584060068 0.0010715215064506349 0.0015257943918007173 0.0010328946816747214 0.0010028378793065147 0.0010506538752482982 0.0010458253410939985
leaf_count=199 304 433 268 399 453 733 983 138
internal_value=0 2.36683e-05 -2.94235e-05 -8.10367e-05 -2.46558e-06 -9.79997e-05 8.92321e-05 -0.000279585
internal_weight=0 0.00975287 0.00795022 0.00672953 0.00520373 0.00417084 0.00205349 0.00211735
internal_count=3910 3606 3173 2974 2575 2122 1716 406
is_linear=0
shrinkage=0.00196078


Tree=6907
num_leaves=8
num_cat=0
split_feature=42 160 43 3 52 52 4
split_gain=2.41154e-05 2.50692e-05 3.4745e-05 5.78409e-05 5.15382e-05 1.99412e-05 6.41129e-05
threshold=-1.0000000180025095e-35 0.098455000000000015 -0.074254999999999988 -0.080884999999999985 -0.074484999999999982 0.090640000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.00021285938235512329 2.1409980747503093e-06 -0.00024533444067829718 -0.0003791635382529895 0.00061296347300484233 0.00054585086618331741 -0.00010149846082430273 -3.9795431871122314e-05
leaf_weight=0.0017555998921997959 0.0013490715348612151 0.0010631075451175186 0.0011513806372068424 0.0010677700961135871 0.0011334047641297679 0.001490910419300254 0.0019640720135675016
leaf_count=1060 519 253 343 481 444 425 385
internal_value=0 3.78751e-05 7.47878e-05 0.000272005 -8.2543e-06 8.48193e-05 0.0001745
internal_weight=0 0.00921972 0.00815661 0.00241684 0.00573977 0.00458839 0.00309748
internal_count=3910 2850 2597 1000 1597 1254 829
is_linear=0
shrinkage=0.00196078


Tree=6908
num_leaves=8
num_cat=0
split_feature=42 51 42 43 51 16 1
split_gain=1.07821e-05 1.83714e-05 3.04181e-05 3.41473e-05 3.07816e-05 2.27701e-05 4.97167e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.08955500000000001 -0.057604999999999996 0.089075000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0076133293847893291 -0.010344058054660973 0.022081569705020457 -0.010971983326611172 0.015569721710816373 -0.012794265810736128 0.015648510616355273 -0.015580698218738087
leaf_weight=0.0015765674645586295 0.0011427779624744545 0.0011145574128234841 0.0012287875214454097 0.0010143596305387645 0.0010163429738882339 0.0016386151189060655 0.0010352891247481378
leaf_count=1060 521 673 710 235 174 304 233
internal_value=0 0.00141737 0.0033244 0.00634326 0.00261473 0.00686086 -0.000164531
internal_weight=0 0.00819073 0.00704795 0.00581916 0.00470461 0.00368826 0.00204965
internal_count=3910 2850 2329 1619 946 772 468
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=9
num_cat=0
split_feature=4 12 47 2 4 1 0 2
split_gain=2.00924e-05 2.95156e-05 4.98072e-05 6.40368e-05 5.9801e-05 5.10164e-05 4.17494e-05 3.52928e-06
threshold=0.27020000000000005 -0.036459999999999992 0.09550500000000002 0.11085000000000002 -0.23071499999999998 0.09112000000000002 -0.084304999999999977 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00035961026169417486 0.00020142568683261165 -0.00057905698798726556 0.00035938134335240427 0.00033110560947403894 -0.00020906672505784739 -0.00042829063049470262 0.00030884709607442506 -4.4848822681756758e-05
leaf_weight=0.0010054931991863711 0.0015105449785661499 0.0010537580399129481 0.0012334528914160802 0.0012597978977665451 0.0010075901748316293 0.0011026336559419063 0.0014557191347399244 0.0010050480498303227
leaf_count=294 472 184 285 339 764 356 894 322
internal_value=0 -4.27191e-05 -3.46904e-06 -6.84782e-05 -0.000157975 -6.09019e-05 5.58956e-05 -0.000127061
internal_weight=0 0.00912349 0.008118 0.00688455 0.00562475 0.00457099 0.00346836 0.00201264
internal_count=3910 3438 3144 2859 2520 2336 1980 1086
is_linear=0
shrinkage=0.00196078


Tree=6910
num_leaves=8
num_cat=0
split_feature=1 2 16 52 52 1 2
split_gain=1.31543e-05 2.3108e-05 2.98659e-05 5.39528e-05 1.7995e-05 2.70699e-05 1.36511e-05
threshold=0.090355000000000005 0.086545000000000025 -0.090809999999999988 0.096170000000000019 -0.074484999999999982 0.10688500000000002 0.11542500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7
right_child=4 2 3 -5 5 6 -8
leaf_value=-0.01534646404107539 -0.0060730271036199806 0.012840990810799299 -0.019507835155678607 0.011142307152952509 0.018225692330015236 -0.007562360469653479 0.0084478114160489951
leaf_weight=0.0012662456634805531 0.0013794505457228228 0.0012506031320316897 0.0013326537486510282 0.0010092573902510994 0.0013953946487220178 0.0010833240228253326 0.0010475511243864582
leaf_count=902 438 375 909 305 415 259 307
internal_value=0 -0.00373041 0.000363882 -0.00629902 0.0036104 0.00739849 0.000308337
internal_weight=0 0.00485876 0.00359251 0.00234191 0.00490572 0.00352627 0.00213088
internal_count=3910 2491 1589 1214 1419 981 566
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=8
num_cat=0
split_feature=1 4 12 2 150 2 13
split_gain=1.12836e-05 2.86069e-05 1.78446e-05 2.57498e-05 2.84118e-05 1.71182e-05 6.53034e-06
threshold=0.085835000000000009 -0.082054999999999975 0.097345000000000015 0.082715000000000025 0.081245000000000026 0.11462500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 -1
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.0018664937825379254 -0.010298220152769962 -0.013245974524927664 0.014457143250875833 -0.010906535963523447 0.01820284089466712 0.007532607646373886 0.0092036463944208981
leaf_weight=0.001049103595560083 0.0015733583567142666 0.0018467112393156003 0.0010677850975714127 0.001008569019936197 0.0011136844775109732 0.0010053294724413993 0.001082953717515869
leaf_count=425 728 1575 291 236 204 251 200
internal_value=0 -0.00413508 0.00278732 0.000136609 0.00538594 -0.00170179 0.00375646
internal_weight=0 0.00397877 0.00576873 0.00470094 0.00312758 0.0020139 0.00213206
internal_count=3910 2200 1710 1419 691 487 625
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=9
num_cat=0
split_feature=51 52 12 16 151 4 15 0
split_gain=1.08717e-05 3.07297e-05 2.70685e-05 3.85719e-05 3.84158e-05 5.2146e-05 6.41298e-05 1.47842e-05
threshold=-0.095859999999999987 -0.088354999999999989 0.10129000000000001 -0.19424999999999998 -0.0074049999999999993 -0.0031049999999999997 0.079360000000000014 -0.14136999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.0094482830836191377 -0.016681353585961244 -0.016403646998259757 -0.014235498882440767 0.025855131837019058 0.03006605035268102 -0.012122446778267865 -0.0044726149714967691 0.00046887452675699277
leaf_weight=0.0010754748848222336 0.00111830743003244 0.0010218501614790401 0.0010005977128953744 0.0010068112075866192 0.0011022272407421117 0.0013039268970388364 0.0010494172798126095 0.001056005184317831
leaf_count=455 523 194 375 333 291 364 1077 298
internal_value=0 -0.00121206 0.00108204 0.00342549 0.00866587 0.00365763 0.0132206 -0.00782871
internal_weight=0 0.00865914 0.00754084 0.00654024 0.00446238 0.00345557 0.00215164 0.00207786
internal_count=3910 3455 2932 2557 2065 1732 1368 492
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=8
num_cat=0
split_feature=11 15 16 2 16 4 1
split_gain=2.51874e-05 3.82975e-05 6.40598e-05 4.64042e-05 5.02198e-05 3.57045e-05 2.99598e-05
threshold=1.0000000180025095e-35 -0.106555 -0.092424999999999993 0.106285 0.15737500000000001 -0.076329999999999995 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00028539761685351874 -0.00030011425527242384 -9.2371767610694816e-05 0.00034825388882792714 0.0003819227817258012 -0.00029387415091333219 -9.3546797565545402e-05 -0.00056111910479686162
leaf_weight=0.0017551467790946204 0.0010242896765087625 0.0010392259298776674 0.0014477780081493482 0.0013999522433418973 0.0016908452779535654 0.0013676309664562686 0.0010578517311913924
leaf_count=591 304 332 831 398 316 949 189
internal_value=0 2.30953e-05 -3.44285e-05 7.01016e-05 -2.67714e-05 0.000133642 -0.000328827
internal_weight=0 0.00975843 0.00800328 0.00590621 0.00450625 0.00281541 0.00209708
internal_count=3910 3606 3015 2494 2096 1780 521
is_linear=0
shrinkage=0.00196078


Tree=6914
num_leaves=9
num_cat=0
split_feature=403 160 52 0 42 16 16 49
split_gain=4.30881e-05 4.94546e-05 7.49095e-05 5.31224e-05 5.81509e-05 5.30344e-05 6.73238e-05 6.15606e-05
threshold=0.087440000000000004 -1.0000000180025095e-35 -0.014099999999999998 -0.017269999999999997 0.088115000000000013 -0.30307999999999996 -0.013279999999999998 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=0.00011919358699438385 -0.00039175138491286539 -0.00048412693179915577 -0.00059538879187984303 0.00041367375454948066 0.00032694679132619592 -0.00019906761835376198 -0.00041317915230403886 0.00041812512983744433
leaf_weight=0.0011754058057900571 0.0010081021348614739 0.0010305709160432263 0.0010843301135649531 0.0016894681189180225 0.0017578022808404257 0.0010011319626637785 0.0010012653742112053 0.0016377688866901672
leaf_count=422 349 210 731 300 662 100 410 726
internal_value=0 3.28558e-05 -0.000223697 0.00010427 2.29567e-05 -9.1448e-05 1.97237e-05 0.000183978
internal_weight=0 0.0103777 0.00225974 0.00811801 0.00642854 0.00467074 0.00364017 0.0026389
internal_count=3910 3561 1153 2408 2108 1446 1236 826
is_linear=0
shrinkage=0.00196078


Tree=6915
num_leaves=8
num_cat=0
split_feature=4 16 4 0 16 2 15
split_gain=1.10806e-05 1.7878e-05 2.5353e-05 4.25182e-05 3.22412e-05 4.9048e-05 2.367e-05
threshold=0.27608500000000008 -0.27337499999999998 0.0057500000000000008 -0.10462499999999998 0.18936500000000003 0.085355000000000014 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.012878755748424522 0.00861264373078666 0.0072784884159007787 0.024051413411446294 -0.0036956777992156777 0.0096257529840092296 -0.027375325793385183 -0.007463639957335959
leaf_weight=0.0011612296934609186 0.0012850718768452609 0.001312460767756094 0.0010464234184290599 0.0011694232939494275 0.0013830444169347523 0.0011206577143267164 0.0012776652251262773
leaf_count=213 441 1013 114 360 391 649 729
internal_value=0 -0.00135261 0.000478451 0.00940776 -0.00340585 -0.00826286 -0.0167677
internal_weight=0 0.0084709 0.00730967 0.00221585 0.00509383 0.00371078 0.00239832
internal_count=3910 3469 3256 474 2782 2391 1378
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=9
num_cat=0
split_feature=4 0 13 160 151 160 2 42
split_gain=2.91916e-05 6.19743e-05 4.09555e-05 4.18559e-05 4.89673e-05 6.28115e-05 5.86437e-05 1.72311e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.0024700000000000004 1.0000000180025095e-35 -0.0032449999999999996 -1.0000000180025095e-35 0.092340000000000019 0.060615000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00032326125233439343 -0.00024946271403270936 0.00044790459294648531 -0.00035699254215271106 -0.00023668676718308291 -0.00022122012209006335 -2.2458531886726172e-05 0.00067860937764149332 0.00031971865528901308
leaf_weight=0.0010163364543219764 0.0011779710361574849 0.0011777891580654508 0.0012684037848984999 0.0017985164975263821 0.001047269502854639 0.0011798892150627122 0.0011936227446598131 0.0010871399054375455
leaf_count=208 401 252 539 520 707 440 389 454
internal_value=0 2.56368e-05 -3.11841e-05 2.40315e-05 0.0001065 0.000199517 0.000326841 0.00014163
internal_weight=0 0.0099306 0.00875281 0.00748441 0.00568589 0.00450792 0.00346065 0.00226703
internal_count=3910 3702 3450 2911 2391 1990 1283 894
is_linear=0
shrinkage=0.00196078


Tree=6917
num_leaves=8
num_cat=0
split_feature=51 457 160 43 52 4 4
split_gain=9.95033e-06 2.60898e-05 3.47829e-05 3.84992e-05 2.82447e-05 4.07233e-05 5.13023e-05
threshold=0.08955500000000001 0.082870000000000013 -0.070974999999999996 -0.15109999999999998 0.090640000000000012 -0.076329999999999995 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.014241442432708213 -0.008212333999589632 0.015631448610245506 0.011903050686834392 0.010905057629705353 -0.022855085427216711 -0.027697698181816388 0.00053382810699538008
leaf_weight=0.0012540855433750197 0.0012930061728587015 0.0010920478937178294 0.0012141510246849304 0.0012332884656202931 0.0010135478626540151 0.00109362488084325 0.0015644948855460072
leaf_count=716 487 276 223 744 356 690 418
internal_value=0 0.00120623 -0.000930299 -0.00403968 -0.00798608 -0.00411333 -0.0110814
internal_weight=0 0.00846524 0.00737319 0.00611911 0.00490496 0.00389141 0.00265812
internal_count=3910 3423 3147 2431 2208 1852 1108
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=8
num_cat=0
split_feature=13 39 51 4 47 43 1
split_gain=1.09256e-05 2.91011e-05 3.04052e-05 3.76898e-05 4.06712e-05 6.85625e-05 3.81991e-05
threshold=-0.23438999999999996 0.005105000000000001 0.08955500000000001 -0.08422499999999998 0.09252500000000001 -0.014114999999999997 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0088552306872639926 -0.015936894620273881 0.014670999477820827 -0.019473177730594309 -0.010552703515236107 -0.012787237988271262 0.0051185094824233819 0.029377593052621272
leaf_weight=0.0012095634242548408 0.0013289093785029569 0.0010061936696769682 0.0010217655479374862 0.0013263099332746914 0.0012469635186801191 0.0012828238907362267 0.0013139056892441043
leaf_count=210 619 419 367 1069 269 650 307
internal_value=0 -0.00130056 -0.0034374 -0.000916235 0.00294471 0.00794521 0.0173932
internal_weight=0 0.00852687 0.00752068 0.00649891 0.00517 0.00392304 0.00259673
internal_count=3910 3700 3281 2914 2295 2026 957
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=7
num_cat=0
split_feature=47 159 1 3 2 2
split_gain=1.22795e-05 2.20521e-05 2.68904e-05 5.99662e-05 4.67779e-05 5.38108e-05
threshold=0.09550500000000002 0.084410000000000027 0.11215000000000001 0.10420500000000001 0.097360000000000016 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.011997947340540495 0.0073248125714485551 0.011918090280362293 -0.018348428836682463 0.021096865691898212 -0.022796881147107626 0.012584859487523865
leaf_weight=0.0018270270841213728 0.0018383413678595669 0.0010262334028173156 0.0010717596622105991 0.0010051483804714989 0.0012066225808985208 0.0017370233650496674
leaf_count=1103 389 570 313 100 583 852
internal_value=0 -0.0017522 -0.00380094 -0.00110151 -0.00577856 -1.69413e-05
internal_weight=0 0.00787381 0.00684758 0.00577582 0.00477067 0.00356405
internal_count=3910 3521 2951 2638 2538 1955
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=8
num_cat=0
split_feature=4 0 43 12 3 3 48
split_gain=2.45582e-05 5.02891e-05 3.24688e-05 5.79319e-05 3.61864e-05 4.3679e-05 4.88624e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 -0.074234999999999982 0.084925000000000014 0.084500000000000006
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=-0.00029188889944890996 -0.00053690642662524378 0.00040355595972158339 0.00027913575422241582 9.6802646040742806e-05 -0.00034393678182959643 0.0003650902662180844 -0.00012179051368090171
leaf_weight=0.0010450135982872635 0.0011524495543350488 0.0011825330793856425 0.0017983739032672499 0.0010691632477241727 0.0013604514180308083 0.0013237782107425834 0.0019745470574237603
leaf_count=208 836 252 1282 348 579 215 190
internal_value=0 2.42217e-05 -2.74649e-05 -0.00023193 4.28825e-05 -4.83157e-05 7.36184e-05
internal_weight=0 0.0098613 0.00867876 0.00222161 0.00645715 0.00465878 0.00329833
internal_count=3910 3702 3450 1184 2266 984 405
is_linear=0
shrinkage=0.00196078


Tree=6921
num_leaves=8
num_cat=0
split_feature=1 2 16 52 52 1 2
split_gain=1.06751e-05 2.06188e-05 2.72625e-05 4.21795e-05 1.71883e-05 2.54041e-05 1.2112e-05
threshold=0.090355000000000005 0.086545000000000025 -0.090809999999999988 0.096170000000000019 -0.074484999999999982 0.10688500000000002 0.11542500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7
right_child=4 2 3 -5 5 6 -8
leaf_value=-0.014378614777833332 -0.0062137059443983234 0.012478898232350696 -0.017539929568475561 0.0096251033502106412 0.01748957261964831 -0.0073257847442703711 0.0078037353230513782
leaf_weight=0.0012579076389593671 0.0013748469022829297 0.0012415206401907926 0.0013298962735782704 0.0010024235601773105 0.0013887199083139614 0.0010802115095088474 0.0010371998138798526
leaf_count=902 438 375 909 305 415 259 307
internal_value=0 -0.00336773 0.000507844 -0.00586449 0.00326284 0.00697885 8.53097e-05
internal_weight=0 0.00483175 0.00357384 0.00233232 0.00488098 0.00350613 0.00211741
internal_count=3910 2491 1589 1214 1419 981 566
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=8
num_cat=0
split_feature=11 13 39 0 151 16 0
split_gain=2.19365e-05 2.56906e-05 5.68263e-05 5.49711e-05 3.40049e-05 2.85852e-05 4.19354e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.0042750000000000002 -0.053834999999999994 -0.0088999999999999982 -0.09601999999999998 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00022700431753641589 -0.00027932554006859789 -0.00030223127913872014 0.0004078430731368313 -0.00047492159188615625 0.00033461638897217661 -0.00022755210234296842 0.00023622615469552562
leaf_weight=0.0019384437274400238 0.0010029747133214586 0.0011826499511911823 0.0010072450641591107 0.001183763690732721 0.001169407782597864 0.0017243943180766941 0.0013259758786751674
leaf_count=389 304 412 390 328 308 721 1058
internal_value=0 2.55299e-05 -2.59023e-05 -9.22362e-05 -8.3833e-06 7.39716e-05 -2.59507e-05
internal_weight=0 0.00953188 0.00759344 0.00658619 0.00540243 0.00421978 0.00305037
internal_count=3910 3606 3217 2827 2499 2087 1779
is_linear=0
shrinkage=0.00196078


Tree=6923
num_leaves=8
num_cat=0
split_feature=52 43 12 0 0 3 12
split_gain=1.22006e-05 3.05982e-05 1.9458e-05 3.7359e-05 4.56837e-05 3.4154e-05 3.08614e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.10129000000000001 -0.10209999999999998 -0.15291499999999997 -0.062694999999999987 0.089745000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=0.017779570800872693 0.00073252252488236293 -0.0054195705075349128 -0.01494798489667023 -0.012672790447133583 -0.025216897845704335 0.019682785317348159 0.011755251823862467
leaf_weight=0.0011564261860714962 0.0020036787035950009 0.0011183236757355431 0.0010032399352262892 0.001066772512403099 0.0010257379311998821 0.0013350415314448433 0.0010038410211650449
leaf_count=513 273 458 386 1009 300 304 667
internal_value=0 0.0063743 -0.00199452 2.49518e-05 -0.00805376 0.00721117 -0.000829986
internal_weight=0 0.00227475 0.00743831 0.00643507 0.00302942 0.00340566 0.00207061
internal_count=3910 971 2939 2553 573 1980 1676
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=7
num_cat=0
split_feature=52 12 1 1 1 2
split_gain=1.03429e-05 3.13226e-05 4.31088e-05 9.33258e-05 2.40585e-05 2.32775e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.094485000000000013 0.086560000000000012 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0064784517874058398 -0.0081794391233211469 0.012596790907244877 -0.017960373473576284 0.029411312417370328 -0.016455038283542386 0.012061213393277231
leaf_weight=0.0018311861032199489 0.0013421719322228012 0.0018912452553965795 0.0013457537401537246 0.0010084926785069431 0.0011995693663004628 0.0010746648216126376
leaf_count=1191 647 696 392 285 378 321
internal_value=0 0.00127819 -0.00203565 0.00215503 -0.00454045 0.000378034
internal_weight=0 0.00835091 0.00645967 0.00511391 0.00410542 0.00290585
internal_count=3910 3263 2567 2175 1890 1512
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=7
num_cat=0
split_feature=1 13 150 4 4 13
split_gain=9.80859e-06 3.28104e-05 1.95643e-05 6.18595e-05 4.38095e-05 2.79997e-05
threshold=0.10752500000000002 -0.060719999999999989 0.084800000000000014 -1.0000000180025095e-35 -0.08422499999999998 -0.0019849999999999994
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0045194488087305128 0.018362522984682002 -0.003196010236643516 0.009918215968699776 -0.02055638505028998 0.014262104377329441 -0.018552355827662625
leaf_weight=0.0010306023221984411 0.0011113978916486742 0.0019351064972005869 0.0011111939498004908 0.0016903813792030617 0.0017186551179545926 0.0010743301247073372
leaf_count=344 394 365 301 642 1498 366
internal_value=0 0.00466878 -0.00218697 -0.00462645 0.00241607 -0.0072561
internal_weight=0 0.0030465 0.00662516 0.00551397 0.00382359 0.00210493
internal_count=3910 759 3151 2850 2208 710
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=8.89092e-06 2.65998e-05 2.06412e-05 4.43361e-05 4.39742e-05 6.6793e-05
threshold=0.12864500000000004 0.092145000000000019 -0.0088999999999999982 -0.25582999999999995 -0.068164999999999989 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.0093822398284330814 0.0083626981899423015 -0.014363274110407945 0.021259306501160518 0.012909479954281414 0.0030042671150447117 -0.028490587999824454
leaf_weight=0.0014627711830075265 0.001117410522471462 0.0012883658723034522 0.0011744642407557808 0.0015971539995462032 0.0019969590023071688 0.0010159365511007868
leaf_count=568 331 727 219 609 1123 333
internal_value=0 -0.00112326 0.00123045 0.00391416 -0.000504724 -0.00761567
internal_weight=0 0.00853565 0.00724728 0.00578451 0.00461005 0.0030129
internal_count=3910 3579 2852 2284 2065 1456
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=8
num_cat=0
split_feature=1 3 15 0 52 16 16
split_gain=1.31168e-05 3.11462e-05 3.6771e-05 4.03247e-05 1.71339e-05 3.3467e-05 2.39497e-05
threshold=0.090355000000000005 -0.11266 -1.0000000180025095e-35 -0.081964999999999996 -0.074484999999999982 -0.30307999999999996 -0.067969999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7
right_child=4 2 3 -5 5 6 -8
leaf_value=0.00020084989606847023 -0.00011626278697603548 -0.00042978126902364262 0.00021635496332642943 -0.00026981287088759888 -0.00012482626312960418 0.00049554889165747448 0.00010239209117764987
leaf_weight=0.0011954450788365899 0.0014574697134364049 0.0013036316436765691 0.0013110360738080595 0.0013126902104383341 0.0012596909230741882 0.0010324216062261172 0.0014082531846318161
leaf_count=225 438 1075 620 571 356 268 357
internal_value=0 -7.62674e-05 -0.000160619 -2.68822e-05 6.38092e-05 0.000134734 0.0002687
internal_weight=0 0.0051228 0.00392736 0.00262373 0.00515784 0.00370037 0.00244067
internal_count=3910 2491 2266 1191 1419 981 625
is_linear=0
shrinkage=0.00196078


Tree=6928
num_leaves=9
num_cat=0
split_feature=11 16 2 43 2 16 4 1
split_gain=2.43997e-05 2.58599e-05 4.10591e-05 6.58064e-05 7.07729e-05 8.79326e-05 5.91726e-05 2.90145e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.106285 0.0033500000000000005 0.085355000000000014 -0.012324999999999997 -0.0031049999999999997 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -4
right_child=-2 2 7 -5 6 -7 -8 -9
leaf_value=-0.00023553877230045943 -0.00029571603716927722 0.00059756182071489528 0.00053975090909436768 -0.00044528247702543561 -0.00042393251044514451 -0.00011370380310006058 0.00019739164444803166 7.4870311960143474e-05
leaf_weight=0.0012802837505443204 0.0010148502321775032 0.001570131127377783 0.0010160500688142669 0.0011228492671435429 0.0014157437575767452 0.0011634231946571925 0.0010095323690723983 0.0010491552727095715
leaf_count=371 304 631 346 462 893 407 257 239
internal_value=0 2.39407e-05 6.37409e-05 -1.51117e-05 7.85175e-05 0.000294841 -0.000165303 0.000303585
internal_weight=0 0.00962717 0.00834689 0.00628168 0.00515883 0.00273355 0.00242528 0.00206521
internal_count=3910 3606 3235 2650 2188 1038 1150 585
is_linear=0
shrinkage=0.00196078


Tree=6929
num_leaves=7
num_cat=0
split_feature=42 160 160 13 3 16
split_gain=1.02841e-05 2.10877e-05 2.96014e-05 4.7058e-05 3.20927e-05 2.29581e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.16277999999999995 -0.074234999999999982 -0.080609999999999973
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0074644790669394778 -0.0080587508216542914 -0.010227225522000288 -0.0088008578480476517 0.032495146100857825 0.0033043261897752643 0.011119789944686424
leaf_weight=0.00156145307355868 0.0018261578265079022 0.0011182283280003575 0.0013772618720408929 0.0010015729614020299 0.0017695085715668871 0.0010083265407964915
leaf_count=1060 1040 145 332 342 512 479
internal_value=0 0.00139879 0.00415118 0.00779341 0.0131252 0.0217716
internal_weight=0 0.00810106 0.0062749 0.00489764 0.00377941 0.0020099
internal_count=3910 2850 1810 1478 1333 821
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 0 2 15
split_gain=3.03031e-05 2.76077e-05 3.6314e-05 8.17453e-05 3.66286e-05 3.65512e-05 4.17453e-05 3.4242e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.074254999999999988 -0.083564999999999987 0.085805000000000006 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=0.00029844073177859738 -0.00032412782775310289 0.0003267682253657043 -0.00052464571490944752 0.00036052030987504486 0.0003750391680776201 -0.00030688603994825909 -0.00023918122767121582 0.00020418839428276077
leaf_weight=0.001256956471194867 0.0010454092331632246 0.0010662912374709149 0.001221101929506572 0.0010668015968896948 0.0011464501473501445 0.0014220004913843183 0.0017397635947196284 0.0010888567927724998
leaf_count=222 304 372 1375 440 132 625 250 190
internal_value=0 2.6708e-05 -1.23214e-05 -5.93701e-05 2.8526e-05 -3.7097e-05 5.94145e-05 -6.85093e-05
internal_weight=0 0.0100082 0.00875127 0.00768497 0.00646387 0.00539707 0.00397507 0.00282862
internal_count=3910 3606 3384 3012 1637 1197 572 440
is_linear=0
shrinkage=0.00196078


Tree=6931
num_leaves=8
num_cat=0
split_feature=15 15 48 13 13 52 4
split_gain=1.04637e-05 2.98104e-05 2.57301e-05 3.69768e-05 5.61575e-05 4.31403e-05 3.48238e-05
threshold=-0.10071499999999999 -0.12507499999999996 0.091555000000000011 -0.09547499999999999 -0.032264999999999995 0.086635000000000004 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.003520900432555494 0.0095465518043522379 0.018702755117599983 0.011847449806649275 -0.027660020739249377 0.00089677849648223259 0.014647531961122277 -0.023378218645016859
leaf_weight=0.0014808782946853839 0.0014191608500800793 0.0010188492692295875 0.0011336434758868292 0.0011868152211780636 0.001342722968523417 0.0010341192897544886 0.0010555121167111917
leaf_count=586 245 143 265 1395 699 339 238
internal_value=0 0.00553711 -0.00197617 -0.00457143 -0.00890894 -0.00242532 -0.00978714
internal_weight=0 0.00249973 0.00717197 0.00603833 0.00461917 0.00343235 0.00239824
internal_count=3910 729 3181 2916 2671 1276 937
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=8
num_cat=0
split_feature=1 0 3 15 51 16 0
split_gain=1.04794e-05 3.08649e-05 2.71417e-05 1.92756e-05 3.4864e-05 3.46232e-05 5.36106e-05
threshold=0.076710000000000014 -0.083674999999999986 -0.089604999999999976 0.035895000000000003 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
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=-0.018725049727913588 0.021060840257788611 0.013779109185366002 -0.0079444858185601964 -0.010100634658608455 -0.0066269336065895206 -0.013935389566835014 0.020012201302113997
leaf_weight=0.0010531389576610393 0.0010581402497471179 0.0010532928818667913 0.0012669450529003007 0.0010331120369758313 0.001547219506557742 0.0011610471987646472 0.0014762801791676579
leaf_count=1044 270 272 692 532 164 441 495
internal_value=0 -0.00452718 0.00191714 0.0023839 0.00484408 0.000743366 0.00638012
internal_weight=0 0.00337338 0.00232024 0.0062758 0.00524269 0.00418455 0.0030235
internal_count=3910 2008 964 1902 1370 1100 659
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=9
num_cat=0
split_feature=11 43 15 12 160 0 4 4
split_gain=3.49085e-05 3.03157e-05 6.271e-05 3.85414e-05 4.08321e-05 4.37851e-05 3.65888e-05 2.40841e-05
threshold=1.0000000180025095e-35 -0.074254999999999988 -0.053579999999999996 0.089995000000000006 1.0000000180025095e-35 -0.10209999999999998 -0.068329999999999988 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -4 -3
right_child=-2 3 6 -5 -6 -7 -8 -9
leaf_value=0.00056072638568868574 -0.00035069217870809351 0.00014686311929261317 0.00025757604209636782 -0.00035045165183517573 -0.00027364604304958674 0.00034327115860485736 -0.00025745021779133542 -0.00027147518698655121
leaf_weight=0.0011161196884665425 0.0010276339614537265 0.0010303205912327454 0.0010087843473039757 0.001295010635786074 0.0013094861400356431 0.0018781205954578129 0.0011181766355980993 0.0010876138504605504
leaf_count=725 304 157 283 783 196 859 448 155
internal_value=0 2.90937e-05 0.000184331 -4.718e-05 2.68445e-05 0.000125314 -1.31813e-05 -6.79644e-05
internal_weight=0 0.00984363 0.00324308 0.00660055 0.00530554 0.00399606 0.00212696 0.00211793
internal_count=3910 3606 1456 2150 1367 1171 731 312
is_linear=0
shrinkage=0.00196078


Tree=6934
num_leaves=9
num_cat=0
split_feature=4 0 4 2 2 2 51 47
split_gain=3.57112e-05 6.78655e-05 3.27474e-05 3.96027e-05 2.7046e-05 4.94452e-05 3.85126e-05 1.32003e-05
threshold=-0.49837999999999999 1.0000000180025095e-35 -0.06272999999999998 0.085355000000000014 0.089710000000000012 0.11230000000000001 -0.0084849999999999978 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=-0.00036368182271925538 3.6904207228654021e-05 0.00049847868797652482 0.00019579161057640238 -0.00050092074531348332 0.00036071873158182447 -8.1195838398723518e-05 -0.00042086406065225493 -0.00010306887826444543
leaf_weight=0.0010006891949785402 0.0010084425178060528 0.0010423722087073975 0.001084987858200544 0.0011011705389086962 0.001981566457192334 0.0019133701164435984 0.0010091212689263911 0.0010009781483088878
leaf_count=176 667 239 368 620 669 543 413 215
internal_value=0 2.45717e-05 -2.97148e-05 -0.000243828 3.49054e-05 0.00014363 -0.000101917 -0.00026261
internal_weight=0 0.010142 0.00909964 0.00210961 0.00699002 0.00389494 0.00309509 0.0020101
internal_count=3910 3734 3495 1287 2208 1212 996 628
is_linear=0
shrinkage=0.00196078


Tree=6935
num_leaves=8
num_cat=0
split_feature=4 13 47 15 49 4 16
split_gain=9.60291e-06 3.5904e-05 1.94251e-05 2.15462e-05 5.07712e-05 8.5623e-05 6.28934e-06
threshold=-0.08422499999999998 -0.0019849999999999994 0.087850000000000025 0.088615000000000013 -0.0057999999999999987 -1.0000000180025095e-35 -0.06723999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -4
right_child=2 -3 6 -5 5 -7 -8
leaf_value=0.0079315173888203274 -0.0048209525630907839 -0.01658026605836482 -0.011980808327719838 -0.0080935421305864518 0.038749261025624676 0.00099464650710106499 -0.00095375270007710304
leaf_weight=0.0010898649916613171 0.0017467984346070629 0.0013229600128618975 0.0010258601248154284 0.001007448849496103 0.0010677507763504539 0.0013732427163819182 0.0010432167313044719
leaf_count=387 575 411 196 747 635 720 239
internal_value=0 -0.00550838 0.00177302 0.00503641 0.00819506 0.0175094 -0.00642103
internal_weight=0 0.00241283 0.00726432 0.00519524 0.00418779 0.00244099 0.00206908
internal_count=3910 798 3112 2677 1930 1355 435
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=9
num_cat=0
split_feature=11 48 2 150 43 43 4 4
split_gain=2.54887e-05 2.38585e-05 4.13668e-05 4.80523e-05 5.03667e-05 5.59118e-05 4.99986e-05 4.30017e-05
threshold=1.0000000180025095e-35 0.095285000000000009 0.11260500000000001 0.085285000000000014 -0.074254999999999988 -0.092084999999999986 -0.08266999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8
right_child=-2 -3 -4 -5 6 -7 7 -9
leaf_value=-5.474398679081999e-05 -0.00030649105270493112 0.00026284164376690842 0.00030685799765177836 -0.00047300310430631066 -0.00049639858297408101 0.00054867403169420886 0.00031038287010659116 -0.00023104773136801304
leaf_weight=0.0013553369198562712 0.0010013242729018145 0.001359689047522661 0.0012725742884108051 0.0010099964392952295 0.0011459737905355834 0.0010460040665487408 0.0010004560838098118 0.0012926848848477824
leaf_count=383 304 360 465 278 415 622 748 335
internal_value=0 2.24474e-05 -1.77914e-05 -7.81e-05 -9.80891e-06 0.0002081 -0.000161962 5.16868e-06
internal_weight=0 0.00948272 0.00812303 0.00685045 0.00584046 0.00240134 0.00343911 0.00229314
internal_count=3910 3606 3246 2781 2503 1005 1498 1083
is_linear=0
shrinkage=0.00196078


Tree=6937
num_leaves=9
num_cat=0
split_feature=4 0 4 3 15 151 12 16
split_gain=3.13891e-05 4.88571e-05 3.09557e-05 2.73519e-05 2.68414e-05 7.18908e-05 7.61179e-05 9.25544e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.06272999999999998 -0.083144999999999983 -0.11739999999999999 -0.076429999999999984 0.088485000000000022 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 -7
right_child=1 -3 4 -5 5 6 -8 -9
leaf_value=-0.00033828252715540578 -5.3795298929497199e-06 0.00043613060902268359 -0.00016964116347233319 -0.00045470379777035871 0.00057066883281059791 -0.00054993607722944734 0.00037812230075021292 0.00016764632136064599
leaf_weight=0.0010056030787557553 0.0010416078206016816 0.0010006719229442703 0.0017173527466932837 0.0010418624966701587 0.0010522466835118302 0.0013777759366567588 0.001349160445680253 0.0013864754022693074
leaf_count=192 687 223 521 600 425 249 693 320
internal_value=0 2.51956e-05 -2.06653e-05 -0.000230069 4.27207e-05 0.000113322 -3.67178e-06 -0.000190016
internal_weight=0 0.00996715 0.00896648 0.00208347 0.00688301 0.00516566 0.00411341 0.00276425
internal_count=3910 3718 3495 1287 2208 1687 1262 569
is_linear=0
shrinkage=0.00196078


Tree=6938
num_leaves=9
num_cat=0
split_feature=4 16 2 133 160 42 12 16
split_gain=3.18712e-05 3.84025e-05 3.4149e-05 7.13134e-05 4.43175e-05 6.42303e-05 5.2555e-05 1.07786e-05
threshold=0.28937500000000005 -0.38486499999999996 0.106285 0.087550000000000017 0.041025000000000006 -1.0000000180025095e-35 0.089855000000000004 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00040526782953164645 0.0002685766261200392 -0.00032506275826919194 0.00023297056747402482 -0.00054123048038181047 -0.00033658596823254571 0.00017487454276192218 0.00052990940688249694 -0.00010006571221464965
leaf_weight=0.0010250232100302544 0.0014156684819399386 0.0010459799666799087 0.0018408598131691928 0.0010374112394710717 0.0010963935881277897 0.0011153251889060448 0.001363846971863873 0.001078127864587265
leaf_count=195 426 606 537 707 322 340 307 470
internal_value=0 -4.65676e-05 -3.70468e-06 -6.83745e-05 1.76912e-05 0.000102072 0.000227665 3.97357e-05
internal_weight=0 0.00960297 0.00857794 0.00673708 0.00569967 0.00460328 0.0035573 0.00219345
internal_count=3910 3484 3289 2752 2045 1723 1117 810
is_linear=0
shrinkage=0.00196078


Tree=6939
num_leaves=8
num_cat=0
split_feature=11 48 2 133 43 4 1
split_gain=2.65012e-05 2.84382e-05 5.23266e-05 3.89493e-05 6.95697e-05 6.55419e-05 6.39324e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 0.087550000000000017 -0.083899999999999988 -0.078484999999999985 0.092550000000000007
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=0.00035088604802442771 -0.00030530147087070762 0.00024829236244529697 0.00033717286864740764 -0.0004218894045279386 -0.00056582653145921752 0.00024085861994279829 -0.00033508498956339063
leaf_weight=0.0014049469849432093 0.0010275113549455201 0.0018006353704783712 0.0012888698615803025 0.0011545309017370799 0.0010934815837939623 0.0017307041350132627 0.0012958048994731199
leaf_count=397 304 433 448 753 598 614 363
internal_value=0 2.57424e-05 -2.4548e-05 -9.43456e-05 -2.58997e-05 -0.000154386 -5.7326e-06
internal_weight=0 0.00976897 0.00796834 0.00667947 0.00552494 0.00411999 0.00302651
internal_count=3910 3606 3173 2725 1972 1575 977
is_linear=0
shrinkage=0.00196078


Tree=6940
num_leaves=8
num_cat=0
split_feature=42 51 42 43 51 1 48
split_gain=2.13203e-05 2.52976e-05 3.24978e-05 3.16904e-05 2.53595e-05 3.28324e-05 7.51644e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.08955500000000001 0.076710000000000014 0.084670000000000009
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=-0.0002046265831077048 -0.00022408106888223111 0.00041057511399805019 -0.00020066511738930744 -0.00011645844598664046 -0.00019684967127577308 0.00051979065272238082 -0.00014424025864398301
leaf_weight=0.0017507849707856958 0.0012788897399566195 0.0012597814689546665 0.001372632797315817 0.0013347440363453327 0.0011236756320207059 0.0016651236737909771 0.0010807673663135453
leaf_count=1060 521 673 710 304 174 377 91
internal_value=0 3.1617e-05 7.33449e-05 0.00013153 6.39831e-05 0.000135808 0.000258432
internal_weight=0 0.00911561 0.00783672 0.00646409 0.00520431 0.00408064 0.00274589
internal_count=3910 2850 2329 1619 946 772 468
is_linear=0
shrinkage=0.00196078


Tree=6941
num_leaves=9
num_cat=0
split_feature=4 0 52 15 15 160 49 47
split_gain=2.54247e-05 6.55313e-05 4.41493e-05 2.65692e-05 8.89217e-05 6.22075e-05 4.07564e-05 3.71547e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 -0.0089749999999999986 0.084050000000000014 -1.0000000180025095e-35 -0.047309999999999998 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00030167324163691661 -0.00036224999145637932 0.00045226321850986591 -0.00045743918363403698 0.00061875578259228744 -9.9739463213654935e-05 0.00039115123937342506 -0.0002958085068841211 0.00018924806174632945
leaf_weight=0.0010350598131003029 0.0013591073384001803 0.0011939107047145214 0.0011823611911800664 0.0010658855460341779 0.0017487875771100081 0.0010267027304501769 0.0013295822962130469 0.0011173780630769196
leaf_count=208 584 252 665 281 1203 190 382 145
internal_value=0 2.11122e-05 -3.71853e-05 2.19521e-05 0.000172347 -6.89649e-05 6.32635e-05 -7.43127e-05
internal_weight=0 0.0100237 0.0088298 0.0074707 0.00281467 0.00465602 0.00347366 0.00244696
internal_count=3910 3702 3450 2866 1484 1382 717 527
is_linear=0
shrinkage=0.00196078


Tree=6942
num_leaves=9
num_cat=0
split_feature=11 48 2 133 3 2 0 4
split_gain=3.48098e-05 3.79426e-05 4.84151e-05 4.29425e-05 6.22758e-05 4.38869e-05 4.74843e-05 4.2054e-05
threshold=0.077330000000000024 0.091555000000000011 0.11260500000000001 0.087550000000000017 -0.097604999999999983 0.085805000000000006 -0.10131499999999999 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=0.00041636633523549203 -0.00035604443186631611 0.00027659363981994518 0.00031196113721825334 -0.00043637998814209449 0.00036082480557059774 -0.00060553939569273389 -0.00017063991946959903 -5.3606258834586334e-05
leaf_weight=0.0010090788778857104 0.00100309863297401 0.0019017397837023395 0.0013334906390865438 0.0011821766096193143 0.0010971236988755429 0.0010631001738149399 0.0015730669739701943 0.0010599237466519282
leaf_count=188 279 435 448 756 98 548 894 264
internal_value=0 2.67276e-05 -3.03994e-05 -9.57636e-05 -2.63654e-05 -0.00011957 4.77275e-05 -0.000329986
internal_weight=0 0.0102197 0.00831796 0.00698447 0.00580229 0.00479321 0.00267019 0.00212302
internal_count=3910 3631 3196 2748 1992 1804 992 812
is_linear=0
shrinkage=0.00196078


Tree=6943
num_leaves=8
num_cat=0
split_feature=4 2 2 4 15 15 4
split_gain=1.16034e-05 3.49811e-05 4.734e-05 2.86233e-05 4.72508e-05 5.99197e-05 2.20197e-05
threshold=0.0057500000000000008 0.106285 0.087005000000000013 0.055260000000000011 -0.14487999999999998 -0.038029999999999987 -0.082224999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -4
right_child=3 -3 6 4 5 -7 -8
leaf_value=0.0036542005505233333 0.016838982591139525 0.01218774552816429 -0.027570190802375761 0.015725533716781575 -0.026956587372626462 0.0059424584361585609 -0.0073451730825084471
leaf_weight=0.0019674358383779717 0.0012052006522367048 0.0011461337555515715 0.00111418494785263 0.0011076954294000647 0.0010467935213319714 0.0011750457362108262 0.001041513040536019
leaf_count=1330 221 376 291 366 385 145 796
internal_value=0 -0.00326615 -0.00756196 0.00363376 -0.00114617 -0.00955754 -0.0177986
internal_weight=0 0.00526927 0.00412313 0.00453474 0.00332953 0.00222184 0.0021557
internal_count=3910 2793 2417 1117 896 530 1087
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=9
num_cat=0
split_feature=50 4 12 3 2 48 1 3
split_gain=3.69157e-05 4.35904e-05 3.21711e-05 6.32765e-05 5.98717e-05 2.80269e-05 3.49438e-05 6.75821e-05
threshold=0.088425000000000017 0.28937500000000005 -0.023959999999999995 0.10420500000000001 0.093070000000000014 0.08407000000000002 0.076710000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00033971771385479137 -0.00036776204835197725 0.00037413064358163983 -0.00029270156472512937 0.00035681995246258214 -0.0003888604287390713 0.00031540805858499779 0.00047189323385247095 -0.00023279475509738171
leaf_weight=0.0010762122077757992 0.0010085199468614281 0.0012144960938901073 0.0013137418343180983 0.0016993265859205197 0.0016602411190078095 0.0011207753765722153 0.0010339290627787415 0.0010593229958290042
leaf_count=282 689 396 965 140 725 237 300 176
internal_value=0 2.55245e-05 -2.17091e-05 2.16826e-05 -7.03514e-05 4.64393e-05 -4.20415e-05 0.000115275
internal_weight=0 0.010178 0.00896355 0.00788734 0.00618801 0.00452777 0.00340699 0.00209325
internal_count=3910 3221 2825 2543 2403 1678 1441 476
is_linear=0
shrinkage=0.00196078


Tree=6945
num_leaves=9
num_cat=0
split_feature=403 11 3 47 43 3 4 16
split_gain=4.22012e-05 4.10806e-05 6.41304e-05 2.60007e-05 4.63432e-05 6.58084e-05 4.07327e-05 1.17828e-05
threshold=0.087440000000000004 1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 -0.062599999999999989 0.094625000000000015 -0.00027999999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -5
right_child=-2 -3 3 7 5 6 -8 -9
leaf_value=0.00052067304621359418 -0.00039023566598175906 -0.00034377492779919438 0.0003380614631366368 -0.00032318908923397913 -0.00034061255262888478 -0.00013582706836402986 0.00037783866888690216 -3.9541611401335159e-05
leaf_weight=0.0010686894017182492 0.0010216264869956524 0.0010305964506430723 0.0018271624071119199 0.001031641182000711 0.0016464695602378763 0.0010091950134984498 0.0014410233520187228 0.0012396165517903686
leaf_count=179 349 292 1248 189 1108 130 184 231
internal_value=0 2.75875e-05 6.89015e-05 9.98788e-06 7.83753e-05 -3.74473e-05 0.00016627 -0.000168379
internal_weight=0 0.0102944 0.0092638 0.00819511 0.00592385 0.00409669 0.00245022 0.00227126
internal_count=3910 3561 3269 3090 2670 1422 314 420
is_linear=0
shrinkage=0.00196078


Tree=6946
num_leaves=8
num_cat=0
split_feature=43 3 12 52 16 16 3
split_gain=1.03454e-05 4.41561e-05 3.54114e-05 3.3661e-05 4.6247e-05 2.67946e-05 2.59208e-05
threshold=-0.074254999999999988 -0.076734999999999984 0.089995000000000006 -0.074484999999999982 -0.19424999999999998 -0.083144999999999983 -0.10628499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.0074644967131631337 -0.012982460583980494 0.019959751169048925 -0.015804225993157114 -0.0098181591682433289 0.026384643561395589 0.0055908049552976825 -0.014643777209034684
leaf_weight=0.0010100185771784159 0.0011959911581060838 0.0011827232854418933 0.0015124763722806425 0.0012191947858206484 0.0010235578374393531 0.0015705618308242812 0.0011166109540564984
leaf_count=232 285 418 922 269 384 494 906
internal_value=0 0.00447058 -0.00239409 0.00165487 0.00624566 0.0137954 -0.0041437
internal_weight=0 0.00330935 0.00652178 0.00500931 0.00381331 0.00259412 0.00212663
internal_count=3910 1556 2354 1432 1147 878 1138
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=8
num_cat=0
split_feature=42 160 49 42 0 16 13
split_gain=1.22986e-05 2.05897e-05 3.80811e-05 3.42011e-05 4.04126e-05 9.44124e-05 1.87865e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081419999999999979 0.084100000000000022 -0.15713499999999997 -0.055679999999999993 -0.076384999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5
right_child=1 2 3 6 5 -7 -8
leaf_value=-0.0081324123310297439 -0.0077713644614675311 0.021827817391334745 -0.0072991404428441172 -0.019206136878735711 0.036555518799884473 -0.0059446362635284106 0.00015509813292532973
leaf_weight=0.0015875496166978488 0.001860706849230149 0.0010263553402086794 0.0012397946392320603 0.0010023595200728656 0.0010544303387052113 0.00103650251564606 0.0010022970459041441
leaf_count=1060 1040 195 141 595 201 288 390
internal_value=0 0.00148144 0.00418774 0.000794354 0.00700573 0.0154876 -0.00952582
internal_weight=0 0.00822245 0.00636174 0.00533538 0.00333073 0.00209093 0.00200466
internal_count=3910 2850 1810 1615 630 489 985
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=7
num_cat=0
split_feature=4 39 2 133 16 4
split_gain=1.18896e-05 1.90823e-05 4.35145e-05 6.92322e-05 4.26918e-05 8.007e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 0.086975000000000011 -0.008069999999999999 -0.0082299999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.026784077229981697 0.0085356922656874626 -0.014324156258570836 0.014775616800686717 -0.027160209604252056 0.014545374649593799 0.006583215441391
leaf_weight=0.0011266985191440166 0.0013806889696146062 0.0010163898292744862 0.0016192701590560929 0.0010382214216049191 0.0016158899342127424 0.0019882511742419671
leaf_count=903 472 269 488 739 621 418
internal_value=0 -0.0014773 0.000290002 -0.00377585 0.00135604 -0.00548596
internal_weight=0 0.00840472 0.00738833 0.00576906 0.00473084 0.00311495
internal_count=3910 3438 3169 2681 1942 1321
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=9
num_cat=0
split_feature=50 4 16 0 4 42 43 2
split_gain=1.58319e-05 3.02808e-05 2.77467e-05 3.26302e-05 7.15196e-05 4.34629e-05 5.52567e-05 4.30093e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 -0.10575999999999998 0.0057500000000000008 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=-0.00031740342091480102 -0.00023072430784413828 0.00032610828431429908 -9.6796642888069521e-05 -0.00040610118100926429 0.00058048771432843167 0.00040826516470138149 -0.00034173957326117223 0.00016961364449994066
leaf_weight=0.0010395402222832016 0.0010506903456259488 0.0011167669536667453 0.0013194571509719082 0.001122572018414363 0.0010984800719372051 0.0010758882532548963 0.0014635277921220854 0.0011135359854975153
leaf_count=210 715 396 241 728 100 366 837 317
internal_value=0 2.31304e-05 -1.79671e-05 2.5305e-05 0.000210897 -6.86636e-05 3.50328e-05 -0.000120786
internal_weight=0 0.00934977 0.008233 0.00719346 0.00241794 0.00477552 0.00365295 0.00257706
internal_count=3910 3195 2799 2589 341 2248 1520 1154
is_linear=0
shrinkage=0.00196078


Tree=6950
num_leaves=8
num_cat=0
split_feature=43 3 4 160 2 16 3
split_gain=9.97204e-06 3.8512e-05 2.89788e-05 3.2085e-05 5.00165e-05 3.49341e-05 2.15218e-05
threshold=-0.074254999999999988 -0.076734999999999984 -0.34687499999999999 -0.026849999999999995 0.099015000000000006 -0.088144999999999987 -0.10628499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 -1
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0069642893423964838 -0.016990091714836029 0.018917795564392631 0.015878776391984494 -0.0018360056545621312 0.011886770360030521 -0.024550447087673986 -0.013258119427349996
leaf_weight=0.0010019434221887849 0.0011169442363755423 0.0011771214950742591 0.0011073487393788266 0.001678938183668514 0.0014460944462669533 0.0011346897029628515 0.001108542956739909
leaf_count=232 232 418 448 471 447 756 906
internal_value=0 0.00442546 -0.00233558 0.00071418 -0.00322798 -0.0109964 -0.00365763
internal_weight=0 0.00328761 0.00648402 0.00536707 0.00425972 0.00281363 0.00211049
internal_count=3910 1556 2354 2122 1674 1227 1138
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=9
num_cat=0
split_feature=52 52 16 0 151 133 13 4
split_gain=3.40068e-05 3.83129e-05 5.44362e-05 5.57974e-05 3.78843e-05 3.82981e-05 5.25212e-05 2.6495e-05
threshold=0.16064500000000001 0.10433000000000002 0.31524000000000002 -0.061994999999999995 -0.0088999999999999982 -0.0056849999999999991 -0.073799999999999991 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00028921574215316699 -0.00034872318813948013 0.0003921162756517424 -0.00041757418085027278 0.00039746928754066138 -0.00028417008671134745 0.00048468120938035587 -0.00019356377696661632 0.00020051160408255219
leaf_weight=0.0016323734420407151 0.0010029512253733148 0.0010099512533791469 0.0011083138956367667 0.0014267598397477771 0.0010071383622571707 0.001204182250552353 0.0014050849339464627 0.0012302723758318658
leaf_count=537 475 258 376 387 712 524 511 130
internal_value=0 2.99635e-05 -1.06124e-05 4.64394e-05 -3.08613e-05 5.61532e-05 0.000145422 -9.59629e-06
internal_weight=0 0.0100241 0.00901413 0.00790581 0.00647905 0.00484668 0.00383954 0.00263536
internal_count=3910 3435 3177 2801 2414 1877 1165 641
is_linear=0
shrinkage=0.00196078


Tree=6952
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 15 16 16
split_gain=1.038e-05 2.56411e-05 3.54347e-05 2.82883e-05 3.2836e-05 4.491e-05 3.18613e-05 1.86354e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 0.082870000000000013 -0.074234999999999982 -0.021529999999999997 -0.057604999999999996 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -7
right_child=1 -3 -4 -5 6 7 -8 -9
leaf_value=0.0086093144838773322 0.020375491844110864 0.013581052928435661 -0.020237094742755396 0.014550010587671006 -0.025817776555789641 0.0045990289988396063 -0.0017892069535497255 -0.013862200220914656
leaf_weight=0.0012104694435347554 0.0010204777575660816 0.0010219371716632406 0.0010611889018212924 0.0010442870801991707 0.001015449771268483 0.0010491438711538567 0.0012086637909246925 0.0011419280658676759
leaf_count=210 715 419 199 210 258 496 392 1011
internal_value=0 -0.00128378 -0.00329818 -0.000524182 -0.0034202 0.00304779 -0.0127598 -0.00502247
internal_weight=0 0.00856308 0.00754114 0.00647995 0.00543566 0.00321155 0.00222411 0.00219107
internal_count=3910 3700 3281 3082 2872 2222 650 1507
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=8
num_cat=0
split_feature=13 403 160 43 2 2 4
split_gain=9.89751e-06 2.95913e-05 4.30549e-05 3.28168e-05 3.60547e-05 4.81894e-05 1.82323e-05
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.053009999999999995 0.097940000000000013 0.11339500000000001 0.015635000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.014938783366920651 -0.0091932556787382904 0.016647754029699615 0.014419523015630801 -0.020206259453526318 0.022925034611527711 -0.0077729529927038649 -0.0014999526842384555
leaf_weight=0.0017413786844111346 0.0010564654154946685 0.0010678805616212289 0.0017543783257595418 0.0010767459643105037 0.0010196332323013835 0.0010258493868540695 0.0010095552828558016
leaf_count=1077 221 418 858 697 233 261 145
internal_value=0 0.00105699 -0.00112577 0.00296072 -0.00190476 0.0075294 -0.0111543
internal_weight=0 0.00869542 0.00762754 0.00588616 0.00413178 0.00204548 0.0020863
internal_count=3910 3689 3271 2194 1336 494 842
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=8
num_cat=0
split_feature=42 51 42 43 51 48 1
split_gain=1.00795e-05 2.17765e-05 2.83358e-05 3.41038e-05 2.06828e-05 2.27335e-05 6.8005e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.089355000000000004 0.084670000000000009 0.076710000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0073528901811312081 -0.011480284391495109 0.022081608666028443 -0.010428587486969279 -0.0080511779046585474 -0.0096523365624016644 -0.0061092839481053998 0.025015379063510337
leaf_weight=0.0015818209727678041 0.001135067703039918 0.0011145907862231685 0.0012161381792656174 0.0010622337427515834 0.0010620369944555307 0.0010587169288643269 0.0015005877032636507
leaf_count=1060 521 673 710 271 177 122 376
internal_value=0 0.00137003 0.00344949 0.00636035 0.00261902 0.00621767 0.01131
internal_weight=0 0.00814937 0.0070143 0.00579817 0.00468358 0.00362154 0.00256282
internal_count=3910 2850 2329 1619 946 769 647
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=7
num_cat=0
split_feature=0 43 15 16 15 16
split_gain=1.0085e-05 3.0864e-05 2.33277e-05 3.89111e-05 4.77414e-05 3.284e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.079360000000000014 -0.19424999999999998 -0.064869999999999983 -0.063614999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.012396349132767361 0.0063481378239392816 -0.0099267774308722002 -0.010606478430204867 0.014672412537598691 0.028391973891491947 -0.0092545047928926233
leaf_weight=0.0019914146771653598 0.0019691751444766963 0.0012343202568441828 0.0011622646206515506 0.0011493917986569661 0.0010599571657176517 0.0011451268612246873
leaf_count=1184 446 294 1089 278 277 342
internal_value=0 -0.00166686 0.00204844 0.00525371 0.0108396 0.00273119
internal_weight=0 0.00774248 0.00575106 0.0045888 0.00335448 0.00229452
internal_count=3910 3464 2280 1191 897 620
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=10
num_cat=0
split_feature=4 16 47 52 2 2 42 0 0
split_gain=2.83373e-05 5.0237e-05 3.85361e-05 6.15054e-05 5.00999e-05 5.19539e-05 6.89636e-05 7.23516e-05 5.72966e-05
threshold=0.28937500000000005 -0.38486499999999996 0.10783500000000001 -0.11271999999999999 0.10910500000000002 0.096750000000000017 0.085195000000000007 -0.12329499999999999 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.0004559873454839658 0.00025388596794788675 -0.00049527778355710377 0.00034375008084740286 0.00026025940403769327 0.00042146237108090726 -0.00043209074643901432 0.00047300467074455637 -0.00066070263976683444 -3.4930791198859217e-06
leaf_weight=0.0010174708886061283 0.0014083560971691602 0.001013667905993049 0.0011212869997391335 0.0013365636621714733 0.001026869775613652 0.0010977607428403974 0.0010893619733617294 0.001003327359725241 0.0010372869447043665
leaf_count=195 426 587 190 116 260 250 864 536 486
internal_value=0 -4.36699e-05 4.40656e-06 -4.56276e-05 2.35249e-05 -4.99128e-05 4.40167e-05 -9.43602e-05 -0.000326629
internal_weight=0 0.0097436 0.00872613 0.00760484 0.00659117 0.0055643 0.00446654 0.00337718 0.00204061
internal_count=3910 3484 3289 3099 2512 2252 2002 1138 1022
is_linear=0
shrinkage=0.00196078


Tree=6957
num_leaves=8
num_cat=0
split_feature=4 16 0 48 52 13 3
split_gain=1.07283e-05 1.69315e-05 2.60303e-05 6.54994e-05 3.61789e-05 5.17556e-05 4.08419e-05
threshold=0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.084905000000000022 0.10433000000000002 0.0024700000000000004 -0.018854999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.012418500601472449 0.0086352320268905033 0.026718370534866715 0.0089814014403752258 -0.0070251182513787445 0.012912064949783034 -0.026962810981467373 -0.015143015674495856
leaf_weight=0.0011816530935702665 0.0012427258423748358 0.0011129723676916437 0.0016869152022116699 0.0011906496283489055 0.0010509453356603842 0.001051797592559427 0.0012016637809073851
leaf_count=226 426 212 1621 175 526 468 256
internal_value=0 -0.00131391 0.000484837 0.00927772 -0.0035733 -0.00797014 -0.00105448
internal_weight=0 0.0084766 0.00729494 0.00230362 0.00499132 0.00394038 0.00288858
internal_count=3910 3484 3258 387 2871 2345 1877
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=7
num_cat=0
split_feature=42 2 3 160 0 12
split_gain=1.06367e-05 2.38037e-05 4.07556e-05 3.15094e-05 4.24462e-05 5.00844e-05
threshold=-0.088669999999999985 0.086545000000000025 -0.075954999999999981 0.088785000000000017 -0.13506999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.008498319288718725 -0.023210671879880469 -0.01312503069134812 0.0016143648261358568 0.017648871601988508 0.022001327848412841 -0.0049983841374375681
leaf_weight=0.0012687513905208945 0.0011608594905337174 0.0018287887971318801 0.0015367831662586402 0.0010870905130171389 0.0011924000282077488 0.0016210934045909121
leaf_count=480 963 331 444 238 528 926
internal_value=0 -0.00132299 -0.00906844 0.00232391 -0.00126476 0.00644449
internal_weight=0 0.00842702 0.00269764 0.00572937 0.00464228 0.00281349
internal_count=3910 3430 1407 2023 1785 1454
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=8
num_cat=0
split_feature=159 15 16 48 52 3 0
split_gain=2.65831e-05 3.80315e-05 4.27715e-05 4.67625e-05 5.61406e-05 4.70342e-05 3.76769e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 -0.38486499999999996 0.091555000000000011 -0.092084999999999986 -0.083144999999999983 -0.10131499999999999
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=-0.00030849176741636525 0.00038229892773280555 -0.00036216416798215515 -0.0003618004586606024 0.00038934665543912132 0.00030732872712358183 0.00013050561030861522 -0.00030849317771615154
leaf_weight=0.001014461873429265 0.0010254702232545898 0.0011916908336608604 0.0014998695053731678 0.0012189709458140189 0.0019607431789957267 0.0015457554142800571 0.001463062624699682
leaf_count=633 408 261 615 319 757 167 750
internal_value=0 2.47714e-05 -1.65157e-05 3.70593e-05 -2.93188e-05 7.10279e-05 -8.29612e-05
internal_weight=0 0.00990556 0.00888009 0.0076884 0.00646943 0.00496956 0.00300882
internal_count=3910 3277 2869 2608 2289 1674 917
is_linear=0
shrinkage=0.00196078


Tree=6960
num_leaves=7
num_cat=0
split_feature=4 42 47 133 160 1
split_gain=1.1451e-05 1.80483e-05 3.07033e-05 4.63612e-05 5.82316e-05 2.77876e-05
threshold=0.28937500000000005 0.092145000000000019 0.09550500000000002 0.065880000000000008 -0.025614999999999995 0.089455000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.013573787690777118 0.0089225133386955594 -0.012299506236935312 0.016769596069622129 0.012277592249020999 -0.0054057092191416335 -0.023359738419360246
leaf_weight=0.001031471838890183 0.0012430050278396049 0.00127924556535698 0.0010085070225433418 0.0016529490074667502 0.0019177276200696429 0.0015659500654674227
leaf_count=421 426 702 247 832 899 383
internal_value=0 -0.00135687 0.00059368 -0.00205114 -0.00729674 -0.0134762
internal_weight=0 0.00845585 0.00717661 0.0061681 0.00451515 0.00348368
internal_count=3910 3484 2782 2535 1703 1282
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=7
num_cat=0
split_feature=52 0 1 2 0 16
split_gain=1.20999e-05 3.05444e-05 4.70913e-05 6.9156e-05 4.87995e-05 3.87941e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.099015000000000006 -0.084304999999999977 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.022193670267160667 -0.0088463482695763963 0.013707433273749748 -0.015130536643706997 0.026585439403717187 0.012574774062023772 0.003057273943570981
leaf_weight=0.0013722181621337679 0.0013426585979307527 0.00162008678073341 0.0018579936991230447 0.0010302985447929068 0.0013642054545043546 0.0010931001094017885
leaf_count=627 647 378 429 451 887 491
internal_value=0 0.00138256 -0.00158974 0.00358714 -0.00260034 -0.0109976
internal_weight=0 0.0083379 0.00671782 0.00485982 0.00382952 0.00246532
internal_count=3910 3263 2885 2456 2005 1118
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=9
num_cat=0
split_feature=15 16 0 4 47 4 3 15
split_gain=2.14041e-05 3.16914e-05 3.3891e-05 5.17681e-05 3.85394e-05 7.65753e-05 4.25152e-05 3.60252e-05
threshold=-0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.0057500000000000008 0.09550500000000002 -0.025214999999999998 -0.048154999999999996 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=0.00023370637275198019 -0.0003252365295949365 -5.2796278712628329e-05 -0.00038687444997885951 0.00051830153576616232 0.00026748002120063045 -0.00057107625063795527 0.00031076995591635315 0.00011272727319817228
leaf_weight=0.0012999554994620804 0.0012512721777669005 0.0013704872837989723 0.0011980557796339364 0.0011000707688105515 0.0010365676724423305 0.0012241182826979776 0.0011340112804509766 0.00103366854996225
leaf_count=459 284 250 486 92 244 915 169 1011
internal_value=0 -3.48203e-05 1.00593e-05 0.000201498 -7.40011e-05 -0.000151121 1.61691e-06 -0.000155474
internal_weight=0 0.00934825 0.00809698 0.00247056 0.00562642 0.00458985 0.00336574 0.00223172
internal_count=3910 3451 3167 342 2825 2581 1666 1497
is_linear=0
shrinkage=0.00196078


Tree=6963
num_leaves=7
num_cat=0
split_feature=4 2 2 48 2 13
split_gain=1.06647e-05 4.18526e-05 2.91788e-05 3.85656e-05 3.49189e-05 2.68336e-05
threshold=0.15927500000000003 0.10836000000000003 0.11085000000000002 0.083775000000000002 0.090050000000000005 -0.014114999999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.016749138082846535 0.019388622391690754 -0.0067942406632667046 0.011091040894987041 0.0084169427874001886 -0.023139923334168162 0.0033131821570827908
leaf_weight=0.0010309523556770481 0.0011653302653374807 0.0012822715045874935 0.0013838674901429076 0.0015577754840422932 0.0013677534396636937 0.0018868113481558739
leaf_count=1077 289 321 426 497 657 643
internal_value=0 0.00567171 -0.0019656 -0.0050578 -0.00995584 -0.00377557
internal_weight=0 0.0024476 0.00722716 0.00584329 0.00428552 0.00291776
internal_count=3910 610 3300 2874 2377 1720
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=7
num_cat=0
split_feature=4 151 12 15 16 16
split_gain=1.05957e-05 1.60437e-05 2.26169e-05 4.34633e-05 4.33669e-05 6.15222e-05
threshold=0.28937500000000005 -0.016164999999999995 0.086865000000000012 0.085120000000000015 -0.085924999999999987 0.022165000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0083654657502811192 0.0086056312116795566 -0.023144428176069279 -0.0071072441032617329 0.016379838240588931 0.014371780842009602 -0.017371463246655196
leaf_weight=0.0014261238193912871 0.0012384261990104747 0.0013198351294645043 0.0018535264495825037 0.0013704211904941586 0.0012895361295346477 0.0011596034245407692
leaf_count=564 426 367 912 892 495 254
internal_value=0 -0.00130109 -0.00327247 0.00287654 -0.00853227 -0.000657814
internal_weight=0 0.00841905 0.00699292 0.00322395 0.00376897 0.00244914
internal_count=3910 3484 2920 1804 1116 749
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=7
num_cat=0
split_feature=52 0 1 2 0 16
split_gain=9.92401e-06 3.23002e-05 3.75513e-05 5.77266e-05 4.04887e-05 2.85088e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.099015000000000006 -0.084304999999999977 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.020109388756748253 -0.008016524386747775 0.013961419940056109 -0.013914184179738826 0.023988917204556134 0.011032463772263053 0.0015694316972230636
leaf_weight=0.0013647271212881211 0.0013391224313083734 0.0016131704913939391 0.0018513909983096065 0.0010182228096477048 0.0013600842112530482 0.001091982605949162
leaf_count=627 647 378 429 451 887 491
internal_value=0 0.00126063 -0.00180358 0.00283372 -0.00280994 -0.0104734
internal_weight=0 0.00829958 0.00668641 0.00483502 0.00381679 0.00245671
internal_count=3910 3263 2885 2456 2005 1118
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 48 4
split_gain=2.16657e-05 5.41472e-05 3.54273e-05 4.64321e-05 4.24941e-05 4.10841e-05 3.33315e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 -0.06402999999999999 0.084905000000000022 -0.23071499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00045296556875708608 -0.0002709477559895314 -0.00033543115583642077 0.00051215564265200716 -0.00030263273754749655 -0.00011508678287135976 -7.5216401032359533e-06 0.00031469429369608472
leaf_weight=0.0010185869779023591 0.0010494841340453935 0.0012148057843630634 0.0011744135670669715 0.0019923296969578692 0.0015995900337371538 0.0011651375789632473 0.0012251553959945869
leaf_count=413 715 284 170 1664 244 132 288
internal_value=0 2.61057e-05 -2.58321e-05 2.6721e-05 -8.33465e-05 0.000253347 7.13189e-05
internal_weight=0 0.00939002 0.00837143 0.00715663 0.00481708 0.00233955 0.00282475
internal_count=3910 3195 2782 2498 2196 302 532
is_linear=0
shrinkage=0.00196078


Tree=6967
num_leaves=7
num_cat=0
split_feature=1 4 0 0 2 3
split_gain=1.21084e-05 3.74684e-05 2.81854e-05 3.30254e-05 2.66714e-05 8.14732e-05
threshold=0.11235500000000002 0.18622000000000002 -0.23029999999999998 -0.10209999999999998 0.10113500000000002 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.012813148610010839 -0.005465335972244096 0.020025573190182704 -0.016728696780503118 -0.0097566263309336737 -0.011666679618371926 0.022512464249530992
leaf_weight=0.0010893535338172382 0.001253144400488015 0.001068108133066036 0.0016544874081728094 0.0017262688451590874 0.0014114897753281343 0.0014310297712450003
leaf_count=122 281 350 440 1621 502 594
internal_value=0 0.00626413 -0.00202572 -0.00462319 -0.00023944 0.00486918
internal_weight=0 0.00232125 0.00731263 0.00622328 0.00456879 0.0031573
internal_count=3910 631 3279 3157 2717 2215
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=7
num_cat=0
split_feature=13 15 13 3 0 12
split_gain=1.06862e-05 2.52641e-05 3.76073e-05 3.64167e-05 3.84623e-05 1.89915e-05
threshold=-0.094679999999999986 -0.106555 -0.062819999999999987 0.076695000000000013 -0.060094999999999989 0.088375000000000023
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=0.015799711855697372 0.010725172303640455 -0.021047201155279065 -0.0040981179469949435 -0.011513319753435579 0.018742561107310342 -0.0025773023264463089
leaf_weight=0.001053445633210009 0.0013085283709566922 0.0011303059652137959 0.0016495256262444215 0.0019319063155799204 0.0013330664439442294 0.0012063061234817653
leaf_count=344 485 1258 1078 253 330 162
internal_value=0 -0.00187304 -0.0046002 -0.000817485 0.0061105 0.00598965
internal_weight=0 0.00735333 0.0060448 0.0049145 0.00298259 0.00225975
internal_count=3910 3404 2919 1661 1408 506
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=9
num_cat=0
split_feature=11 48 42 2 16 13 2 0
split_gain=1.86554e-05 2.80811e-05 2.88782e-05 3.94588e-05 5.75749e-05 0.000105821 7.02253e-05 2.52173e-06
threshold=1.0000000180025095e-35 0.095285000000000009 0.086325000000000013 0.11260500000000001 0.15737500000000001 -0.010739999999999998 0.085805000000000006 -0.071604999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.00061552324553517388 -0.00025699151576003205 0.00028408131778814443 -0.00029433239174146963 0.00039548006196399684 -0.00043257895158753179 0.0001989204582516651 -0.00040003858772301605 -0.00015527524124149598
leaf_weight=0.0010560772724192312 0.0010121806148627984 0.0013579476662494159 0.0010024854149110012 0.0010342170456422248 0.0010549860906494245 0.0014791450075128045 0.0015321513965673053 0.0010030531330061847
leaf_count=709 304 360 883 266 171 372 461 384
internal_value=0 2.29993e-05 -2.04375e-05 4.61295e-05 -2.44052e-05 8.1466e-05 -0.000105831 -0.000224784
internal_weight=0 0.00952006 0.00816212 0.00615658 0.00512236 0.00406737 0.0030113 0.00200554
internal_count=3910 3606 3246 1979 1713 1542 833 1267
is_linear=0
shrinkage=0.00196078


Tree=6970
num_leaves=7
num_cat=0
split_feature=42 160 49 1 133 15
split_gain=1.02338e-05 2.21139e-05 3.16627e-05 3.09458e-05 2.82924e-05 2.83984e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081419999999999979 0.11052000000000002 1.0000000180025095e-35 -0.095799999999999982
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0074385343726065985 -0.0082664053749209303 0.020399667175569257 -0.0027984444960653973 -0.012435779812249519 -0.008687138605602612 0.017891589788259273
leaf_weight=0.001560032681568028 0.0018260690454944854 0.0010157477621757192 0.0010276795818840495 0.0012755985865152038 0.0010372277631314694 0.001871492589842437
leaf_count=1060 1040 195 106 366 509 634
internal_value=0 0.00141056 0.00424799 0.00110024 0.00548662 0.0105575
internal_weight=0 0.00805382 0.00622775 0.005212 0.0039364 0.00289917
internal_count=3910 2850 1810 1615 1249 740
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=8
num_cat=0
split_feature=1 42 133 2 13 0 0
split_gain=1.14948e-05 2.36993e-05 2.29438e-05 3.24122e-05 4.54986e-05 3.43212e-05 2.19062e-05
threshold=0.12730000000000002 0.092145000000000019 0.065880000000000008 0.088820000000000024 -0.012339999999999999 -0.22384499999999996 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.0025298623488362896 0.0094876733294806063 -0.013957305086012848 0.011238092257205399 0.022130916581876693 0.0092514651596200034 -0.016584486751718773 -0.021474570235934253
leaf_weight=0.0014292336432302495 0.0011224155923229258 0.001256335888425943 0.0016607713916157478 0.0010084338102446149 0.0010178891140105834 0.0010390391077903852 0.0010653239159477276
leaf_count=164 345 721 890 285 115 477 913
internal_value=0 -0.00128131 0.0009242 -0.0021566 0.00473112 -0.00379934 -0.0106204
internal_weight=0 0.00847703 0.00722069 0.00555992 0.00306536 0.00205693 0.00249456
internal_count=3910 3565 2844 1954 877 592 1077
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=8
num_cat=0
split_feature=11 3 3 43 3 2 1
split_gain=1.95067e-05 3.13241e-05 2.6244e-05 4.29035e-05 3.42054e-05 3.04369e-05 2.7048e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.076734999999999984 -0.057994999999999998 0.084925000000000014 0.093070000000000014 0.10498500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00022544011350976044 -0.00035956801455490285 -0.00031671964865457984 0.00025202517039012737 -0.00043117359099340599 0.00022705347191289197 -0.00039086699925850409 4.58363854384756e-06
leaf_weight=0.0011807790909111769 0.0010135503232726597 0.001922284757733205 0.0013706673448720622 0.0011811369475474747 0.0010933080516735043 0.0011389052413694756 0.0015980446886118575
leaf_count=222 304 1848 557 477 152 111 239
internal_value=0 -7.33843e-05 -0.000115874 -5.53784e-05 -0.000139456 -4.94996e-05 -0.000159972
internal_weight=0 0.00948513 0.00830435 0.00638206 0.00501139 0.00383026 0.00273695
internal_count=3910 3606 3384 1536 979 502 350
is_linear=0
shrinkage=0.00196078


Tree=6973
num_leaves=9
num_cat=0
split_feature=4 0 43 160 12 52 15 2
split_gain=2.63111e-05 5.60646e-05 3.70222e-05 4.74804e-05 3.87222e-05 3.69389e-05 4.70916e-05 6.95123e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.086110000000000006 0.091405000000000014 -0.048794999999999991 -0.10469999999999999 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.00030408825057981481 -0.00050116796738419961 0.00042047974054071921 0.00039897596642804407 -0.00034101827868606501 2.0581881398373702e-05 -0.00027608909973604584 0.0004347024672572609 -0.00020750944010538005
leaf_weight=0.0010300720443244772 0.0011374985504945092 0.0012101540148325698 0.0013535665722727288 0.001028647125292945 0.0010532759940669479 0.0013375901598777157 0.0015972146224211745 0.0010903246001151032
leaf_count=208 836 252 359 214 348 306 957 430
internal_value=0 2.53322e-05 -3.02834e-05 4.49515e-05 -0.000250322 0.000118766 2.45375e-05 0.00017416
internal_weight=0 0.00980827 0.00859812 0.00640734 0.00219077 0.0053787 0.00402513 0.00268754
internal_count=3910 3702 3450 2266 1184 2052 1693 1387
is_linear=0
shrinkage=0.00196078


Tree=6974
num_leaves=9
num_cat=0
split_feature=11 3 47 1 13 15 3 47
split_gain=4.29229e-05 3.39388e-05 3.55303e-05 4.34802e-05 7.02727e-05 4.68829e-05 5.54708e-05 9.1001e-06
threshold=0.077330000000000024 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -0.0024749999999999993 -1.0000000180025095e-35 -0.069909999999999986 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=0.00031865994689757543 -0.00039464618922260857 -0.00041904310429578519 -0.00035918210690444769 0.00064754428504970173 1.5187533798293365e-05 -0.00028138044691541014 0.00031354782814266502 -0.00011089822806695197
leaf_weight=0.0013378038374237703 0.0010182512621003852 0.0011333162701729835 0.0010698673595864912 0.0010243008497063865 0.001984993655884117 0.001042071068142333 0.001428612442924941 0.0012088318713147361
leaf_count=247 279 890 216 684 318 867 187 222
internal_value=0 2.74892e-05 -1.63176e-05 5.64377e-05 0.000230429 -8.88425e-05 6.26223e-05 -0.000227469
internal_weight=0 0.0102298 0.00889199 0.00661329 0.00300929 0.003604 0.00247068 0.0022787
internal_count=3910 3631 3384 2946 1002 1944 1054 438
is_linear=0
shrinkage=0.00196078


Tree=6975
num_leaves=9
num_cat=0
split_feature=15 16 0 47 4 4 43 4
split_gain=1.78187e-05 3.41543e-05 3.96736e-05 4.76539e-05 0.0001001 3.75913e-05 3.60752e-05 5.59205e-05
threshold=-0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.09550500000000002 -0.025214999999999998 0.0057500000000000008 -0.083684999999999996 -0.34687499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 6 -3 -4 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=0.00021223541377190963 -0.0003379762408015203 3.5379569050218154e-06 0.00027774987916507281 0.00029819919623023548 -0.00064890391318737862 0.00048951112940540196 -0.00048117652934008711 0.00014924990626918817
leaf_weight=0.0012797268062157965 0.0012370063105514887 0.0013838356068908361 0.001219324685632035 0.0010489348052262525 0.001210828379765945 0.0010971311146402984 0.0010101999368426554 0.0011645825636579983
leaf_count=459 284 250 358 244 915 92 204 1104
internal_value=0 -3.44274e-05 1.17311e-05 -7.89765e-05 -0.000164891 0.000218445 7.77719e-06 -0.000143587
internal_weight=0 0.00937184 0.00813484 0.00565387 0.00460494 0.00248097 0.00339411 0.00217478
internal_count=3910 3451 3167 2825 2581 342 1666 1308
is_linear=0
shrinkage=0.00196078


Tree=6976
num_leaves=8
num_cat=0
split_feature=11 48 2 2 52 16 12
split_gain=2.61149e-05 3.43372e-05 4.11157e-05 3.48472e-05 2.66162e-05 2.50605e-05 2.50207e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 0.10113500000000002 -0.092084999999999986 -0.057604999999999996 0.086765000000000023
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=-0.00030609858264849654 -0.00030253703430721892 0.00027289260604706285 0.00029289287985746575 -0.00041054133652554479 -0.00032394727947802335 0.00021475798867745267 7.4021263854768209e-05
leaf_weight=0.0010623005645164548 0.0010267975337786865 0.0017719440218195853 0.0012722870110392966 0.0011006051586352839 0.0010185299815170556 0.0018301063150387726 0.0015046493542695491
leaf_count=403 304 433 448 264 483 726 849
internal_value=0 2.653e-05 -2.95196e-05 -9.24707e-05 -2.78294e-05 4.00746e-05 -8.66264e-05
internal_weight=0 0.00956042 0.00778848 0.00651619 0.00541559 0.00435329 0.00252318
internal_count=3910 3606 3173 2725 2461 2058 1332
is_linear=0
shrinkage=0.00196078


Tree=6977
num_leaves=7
num_cat=0
split_feature=1 13 150 4 3 16
split_gain=1.10416e-05 3.33531e-05 2.71218e-05 6.42418e-05 3.60605e-05 1.83827e-05
threshold=0.10752500000000002 -0.060719999999999989 0.084800000000000014 -1.0000000180025095e-35 0.084925000000000014 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0063911486729134222 0.018766019892695864 -0.0030402115587078557 0.011730829311957559 -0.021447348363509838 0.017175198329851184 -0.010616496660232009
leaf_weight=0.001013274829290982 0.0011009654107612082 0.0019327508316377361 0.0011269348259782454 0.0017025351305480049 0.0011012077887986998 0.0017045985277442765
leaf_count=556 394 365 301 642 134 1518
internal_value=0 0.00487348 -0.0024069 -0.00529234 0.00190951 -0.00427572
internal_weight=0 0.00303372 0.00664855 0.00552162 0.00381908 0.00271787
internal_count=3910 759 3151 2850 2208 2074
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=8
num_cat=0
split_feature=50 4 151 2 12 43 16
split_gain=1.00797e-05 2.85966e-05 1.89075e-05 3.21617e-05 4.40706e-05 4.25993e-05 9.3405e-06
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35 -0.088144999999999987
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=0.0094593309392161998 -0.0095966947647016798 0.016517927579375268 -0.022000379593421073 -0.015783126262335509 0.014567019250179392 0.0093521100239398886 -0.0042465597839963422
leaf_weight=0.0013784475183625114 0.0010043652476626136 0.0010427005661640771 0.0010958996351765516 0.0015852914732435606 0.0015368922169477039 0.0010002511908648315 0.0010203478243252908
leaf_count=454 731 396 890 437 611 144 247
internal_value=0 0.000986256 -0.00113986 -0.00348177 0.000708993 -0.00612505 0.00248515
internal_weight=0 0.00865983 0.00761713 0.00623868 0.00465339 0.0031165 0.0020206
internal_count=3910 3179 2783 2329 1892 1281 391
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=7
num_cat=0
split_feature=42 49 3 0 4 4
split_gain=9.88547e-06 1.87619e-05 3.18074e-05 3.87298e-05 2.35818e-05 4.53297e-05
threshold=-0.088669999999999985 -0.045004999999999996 -0.078884999999999997 -0.077329999999999996 -1.0000000180025095e-35 0.074650000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=0.0081263174195313724 0.0071847450567218245 -0.027994255393914775 0.0090107212313631363 -0.00033511137125722052 -0.021893471531266945 0.0057922818537246776
leaf_weight=0.0012679214856837285 0.0019707469808250251 0.0010252261211062895 0.0019498268194092635 0.0010000980160494056 0.0010142131053091743 0.0014185158612395681
leaf_count=480 484 1180 658 404 291 413
internal_value=0 -0.00134809 -0.00397237 -0.0143363 0.000817136 -0.00575
internal_weight=0 0.00837863 0.00640788 0.00202532 0.00438256 0.00243273
internal_count=3910 3430 2946 1584 1362 704
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=8
num_cat=0
split_feature=4 0 43 12 160 13 1
split_gain=2.38399e-05 4.75468e-05 4.36145e-05 5.00973e-05 4.15527e-05 4.66796e-05 6.83909e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.086110000000000006 -0.060719999999999989 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.00029123251062727608 -0.00054233688142649682 0.00039523355154770984 0.00037118917689926093 4.5781562535450927e-05 -0.00029851366538002244 0.00028698678762300125 -0.00026814287290752287
leaf_weight=0.0010075715248144554 0.0011639494236595602 0.00117681051448727 0.0019302859781207288 0.0010676375188632338 0.0010545386405934401 0.0015948971894758496 0.0018348325078873387
leaf_count=208 836 252 1056 348 214 722 274
internal_value=0 2.54674e-05 -2.48608e-05 -0.000260969 5.72798e-05 0.000127279 -9.99578e-06
internal_weight=0 0.00982295 0.00864614 0.00223159 0.00641455 0.00536002 0.00342973
internal_count=3910 3702 3450 1184 2266 2052 996
is_linear=0
shrinkage=0.00196078


Tree=6981
num_leaves=9
num_cat=0
split_feature=11 3 15 3 43 16 2 2
split_gain=2.24596e-05 3.11472e-05 2.81304e-05 0.000114139 5.74595e-05 3.45768e-05 4.00206e-05 4.52766e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088190000000000004 -0.076734999999999984 -0.049504999999999987 -0.19424999999999998 0.10679500000000001 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.00031163040205632511 -0.00028632283130971192 -0.00063839635033441703 0.00022995660213252897 0.00041258153081852664 -0.00038137092330129714 0.0002009662703026309 0.00032028843135639359 -0.00033625884502904373
leaf_weight=0.0012252019593632099 0.0010212531325793162 0.0011504040445913383 0.0014126378281161837 0.001236083920679627 0.001022910136760135 0.0010234993738396764 0.0011995292154498992 0.001468561541455317
leaf_count=222 304 1337 836 450 207 120 195 239
internal_value=0 1.93233e-05 -2.27428e-05 -7.30137e-05 3.62896e-05 -6.23695e-05 2.60233e-05 -0.000115618
internal_weight=0 0.00973883 0.00851363 0.00710099 0.00595058 0.0047145 0.00369159 0.00249206
internal_count=3910 3606 3384 2548 1211 761 554 359
is_linear=0
shrinkage=0.00196078


Tree=6982
num_leaves=8
num_cat=0
split_feature=4 0 52 151 0 0 4
split_gain=2.1447e-05 6.30906e-05 4.46304e-05 4.60079e-05 4.16829e-05 3.64406e-05 6.8296e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 -0.0088999999999999982 -0.15291499999999997 -0.10209999999999998 0.044585000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.00027986294124874374 -0.00037436344042956587 0.0004438563435946792 -0.00024059094074794062 0.00039656072330811616 -0.00025838460621910851 -0.00010197726247540924 0.00054595498044783021
leaf_weight=0.0010073820969280769 0.0012885446602448241 0.0011897636247505698 0.0019097858812585043 0.0014598449550539769 0.0013117676539794992 0.0016698245026316109 0.0010000268308256301
leaf_count=208 584 252 502 184 281 1597 302
internal_value=0 2.05386e-05 -3.77554e-05 2.1246e-05 0.000113143 9.22864e-06 0.000140714
internal_weight=0 0.00982956 0.00863979 0.00735125 0.00544146 0.00398162 0.00266985
internal_count=3910 3702 3450 2866 2364 2180 1899
is_linear=0
shrinkage=0.00196078


Tree=6983
num_leaves=8
num_cat=0
split_feature=4 0 13 3 4 15 15
split_gain=9.88963e-06 2.84324e-05 3.83869e-05 3.12106e-05 2.60151e-05 3.91584e-05 5.45739e-05
threshold=0.0057500000000000008 -0.084304999999999977 -0.070604999999999987 -0.089604999999999976 0.055260000000000011 -0.14487999999999998 -0.038029999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7
right_child=4 2 3 -5 5 6 -8
leaf_value=-0.013710801649548854 0.016008568682264534 0.015387821304430269 0.0053801380112655168 -0.018517911752465289 0.014234283118086388 -0.02581256376671498 0.0058310970560415563
leaf_weight=0.0016940983636357741 0.0011903372755243621 0.0013389924809302598 0.0011369076712146665 0.0010522983204167863 0.0010902091797778406 0.0010234571262521196 0.0011658833798803996
leaf_count=1143 221 549 410 691 366 385 145
internal_value=0 -0.00306243 0.00205049 -0.00610708 0.00334556 -0.00125058 -0.00896145
internal_weight=0 0.0052223 0.0035282 0.00218921 0.00446989 0.00327955 0.00218934
internal_count=3910 2793 1650 1101 1117 896 530
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=7
num_cat=0
split_feature=1 4 13 52 47 4
split_gain=1.07034e-05 3.2863e-05 2.06981e-05 5.2902e-05 4.34849e-05 2.18377e-05
threshold=0.076710000000000014 -0.082054999999999975 -0.0010249999999999997 -0.074484999999999982 0.077065000000000008 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.0045437696725164249 0.022386176038289053 -0.015210112998114617 -0.019831646538373091 -0.0059262076033162799 -0.0054672330904094301 0.012186251801937572
leaf_weight=0.0018134597552915571 0.0012583038495552787 0.001572403859879151 0.0011735136125758192 0.0010639430725043599 0.001010738164719941 0.0017781908518463873
leaf_count=521 858 1487 291 199 289 265
internal_value=0 -0.00462998 0.00234447 -0.00196939 0.00997896 0.00540591
internal_weight=0 0.00338586 0.00628469 0.00401565 0.00226904 0.00284213
internal_count=3910 2008 1902 755 1147 464
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=8
num_cat=0
split_feature=11 43 48 16 16 1 12
split_gain=2.43855e-05 2.8327e-05 3.26679e-05 5.47719e-05 6.86647e-05 3.75973e-05 6.18727e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 0.091555000000000011 0.15737500000000001 -0.008069999999999999 0.092550000000000007 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00029449839695038134 -0.00029394257393177483 0.00027204759281127672 0.00022974032735140592 -0.00041099600791706827 0.00045143022915069701 -0.00036924751676104559 -0.00033455747800898214
leaf_weight=0.0012980059272597383 0.0010185113016865166 0.0016346367685708409 0.0016508972669928741 0.0014797231755589281 0.001100078093059959 0.0013426436929187828 0.0010693918640585717
leaf_count=231 304 615 401 399 552 525 883
internal_value=0 2.51838e-05 -1.70484e-05 -7.85325e-05 1.70528e-05 -0.000101032 3.21468e-05
internal_weight=0 0.00957538 0.00827737 0.00662647 0.00514675 0.00404667 0.00270403
internal_count=3910 3606 3375 2974 2575 2023 1498
is_linear=0
shrinkage=0.00196078


Tree=6986
num_leaves=8
num_cat=0
split_feature=50 42 160 47 133 3 4
split_gain=2.57925e-05 2.96627e-05 3.55103e-05 3.49413e-05 4.44059e-05 4.52756e-05 5.63548e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 0.087825000000000014 0.087850000000000025 0.084630000000000025 -0.083144999999999983 -0.0077799999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00022601811341977664 -0.00029378068652640701 0.00059536757276859662 -0.00020165598255017896 -0.00010761087826048901 -0.00014100166307014583 -0.00018496250443801037 0.00041748119703008434
leaf_weight=0.0015250191263283018 0.0010882072763313084 0.0014098462258629579 0.0014853074268039263 0.0017048213308938796 0.0010392216226098355 0.0010625956086741219 0.0013623735830239716
leaf_count=875 715 368 290 270 576 433 383
internal_value=0 2.4758e-05 7.21825e-05 0.000134007 0.000218519 0.000315948 0.000153497
internal_weight=0 0.00958918 0.00806417 0.00657886 0.00487404 0.00383482 0.00242497
internal_count=3910 3195 2320 2030 1760 1184 816
is_linear=0
shrinkage=0.00196078


Tree=6987
num_leaves=8
num_cat=0
split_feature=1 12 0 1 16 15 16
split_gain=1.05058e-05 2.78544e-05 3.01027e-05 2.52384e-05 4.10642e-05 3.83191e-05 4.93485e-05
threshold=0.12730000000000002 0.092365000000000017 -0.045139999999999993 0.094485000000000013 -0.095609999999999987 -0.0063699999999999989 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.013869512175755034 0.0089502029042526927 -0.021182481099508869 0.0020378738258378993 -0.0030377691725498087 0.025252410578610121 0.021394578180230859 -0.0067355209507977609
leaf_weight=0.0017059135342756839 0.0011335598538873724 0.0012510376159860911 0.0010082541653691005 0.0010175599618291971 0.0010349371884900576 0.0011045962793739185 0.0014322764923524877
leaf_count=863 345 942 151 213 302 434 660
internal_value=0 -0.00129484 -0.0108199 0.00212359 0.0112271 -0.00228033 0.00551279
internal_weight=0 0.00855458 0.00225929 0.00629528 0.0020525 0.00424279 0.00253687
internal_count=3910 3565 1093 2472 515 1957 1094
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 43
split_gain=1.12703e-05 2.36592e-05 3.09246e-05 3.75638e-05 5.04938e-05 6.8324e-05 4.24407e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10498500000000001 -0.073139999999999983 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.010989222682322773 -0.01006429249951088 -0.012113353196958658 0.023805074212362817 -0.0089540637362456772 0.028946281530951537 -0.015727954107258964 0.010547528929782973
leaf_weight=0.0013671016359386159 0.0010133136803137039 0.0010986931718737535 0.0012452214169123696 0.0013084078321515674 0.0011033155212181126 0.0014789912027913066 0.0010519584065796571
leaf_count=867 731 480 411 220 457 550 194
internal_value=0 0.00108228 0.00334712 0.00609221 0.0101268 0.00462814 -0.00480687
internal_weight=0 0.00865369 0.00728659 0.00618789 0.00487949 0.00377617 0.00253095
internal_count=3910 3179 2312 1832 1612 1155 744
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=7
num_cat=0
split_feature=52 12 1 2 12 0
split_gain=1.16206e-05 2.27309e-05 4.72372e-05 4.67503e-05 6.21966e-05 1.40358e-05
threshold=0.11401500000000002 0.097345000000000015 0.11097000000000001 0.091525000000000009 0.084100000000000022 -0.09194999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.0068689193872707756 -0.0086855080450050325 0.012004249337490329 -0.017701235765472938 0.022888019041155915 -0.021491124601614477 0.006475578818181402
leaf_weight=0.0019282367794656345 0.0013484848237345403 0.0016066551997720906 0.0013830808013220643 0.0010467516439751894 0.0012910961402736647 0.001037550074146507
leaf_count=457 647 532 411 254 1217 392
internal_value=0 0.00132383 -0.00124241 0.00304972 -0.00450472 0.014718
internal_weight=0 0.00829337 0.00668672 0.00530363 0.00321933 0.0020843
internal_count=3910 3263 2731 2320 1674 646
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=7
num_cat=0
split_feature=42 49 151 16 43 0
split_gain=1.18881e-05 1.73994e-05 3.76005e-05 4.35161e-05 2.78806e-05 3.87413e-05
threshold=-0.088669999999999985 -0.047894999999999993 -1.0000000180025095e-35 -0.23935499999999996 -0.074254999999999988 -0.10131499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.0089380597249056129 0.0071180796949738574 -0.021477478068942332 0.017187868511278095 0.0080529699588588848 0.0035736808825898437 -0.018905048721472365
leaf_weight=0.0012717409571898928 0.0018493176073435553 0.0010226382143552109 0.001100394477588992 0.0011835968022509608 0.0012777628922254472 0.0019169694424193777
leaf_count=480 461 392 333 664 166 1414
internal_value=0 -0.00144051 -0.00387501 -0.000589403 -0.00505732 -0.00991447
internal_weight=0 0.00835068 0.00650136 0.00547872 0.00437833 0.00319473
internal_count=3910 3430 2969 2577 2244 1580
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=7
num_cat=0
split_feature=1 4 2 2 1 15
split_gain=1.60814e-05 3.4419e-05 2.73865e-05 4.03367e-05 3.78649e-05 4.31319e-05
threshold=0.076710000000000014 -0.082054999999999975 0.11542500000000001 0.092450000000000018 0.092550000000000007 -0.064869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=7.1589558089081007e-05 0.0003007901702221653 -0.00031282858684017928 0.00029791875241843598 -0.00028850631828902231 -0.00037142179984275733 0.00019991646324652389
leaf_weight=0.0019216834131816332 0.001818821343059252 0.0016768504151584735 0.0014088181377983622 0.0014491458471913698 0.0010264777866201055 0.0010057705973763043
leaf_count=521 549 1487 398 349 312 294
internal_value=0 -0.000107542 5.49294e-05 -9.65815e-06 9.52716e-05 -8.86634e-05
internal_weight=0 0.00359853 0.00670903 0.00530022 0.00385107 0.00203225
internal_count=3910 2008 1902 1504 1155 606
is_linear=0
shrinkage=0.00196078


Tree=6992
num_leaves=8
num_cat=0
split_feature=49 51 0 42 47 3 3
split_gain=1.10047e-05 2.79437e-05 5.47005e-05 3.08986e-05 3.30097e-05 4.37623e-05 3.32545e-05
threshold=0.10447000000000002 0.08955500000000001 -0.17106499999999999 -0.088669999999999985 0.080860000000000015 -0.100615 0.10420500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.020692211960428919 0.0097651745338993082 -0.016746552929568555 0.011875244555330832 0.014135494097880223 -0.021031231852832396 -0.016467683922928477 0.0060955358031777969
leaf_weight=0.0011757171984397114 0.0010185739065577378 0.001022314128647968 0.0011753543392547337 0.0012061447787935047 0.0011500895940093729 0.0018649044333149229 0.0010053299352556237
leaf_count=168 378 417 398 304 300 1807 138
internal_value=0 -0.00122739 0.000866354 -0.00277473 -0.0060693 -0.00184801 -0.00856468
internal_weight=0 0.00859985 0.00757754 0.00640182 0.00522647 0.00407638 0.00287023
internal_count=3910 3532 3115 2947 2549 2249 1945
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=9
num_cat=0
split_feature=50 15 16 0 49 3 52 4
split_gain=2.38364e-05 4.71226e-05 5.65046e-05 5.86062e-05 6.9429e-05 3.63326e-05 6.02254e-05 3.89512e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 -0.006494999999999999 -0.076734999999999984 0.083750000000000005 -0.030814999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7
right_child=-2 2 3 5 -6 7 -8 -9
leaf_value=0.0004171397274997304 -0.0002848997835690584 -0.00039352159814164882 4.6287931671855671e-06 -0.00058632220361188366 0.00067340712060630467 0.00031851571036819836 5.2495138264097625e-05 -0.00015714700139967864
leaf_weight=0.0010411775863878097 0.0010737821697261755 0.0013465943100345289 0.0013882277072465813 0.0011169895514093404 0.0010468660799947353 0.0012993888845115697 0.001153170108673607 0.00134908240171534
leaf_count=413 715 298 147 936 153 358 605 285
internal_value=0 2.29212e-05 -2.42554e-05 4.33637e-05 0.000292142 -7.98003e-05 -0.000261823 7.62219e-05
internal_weight=0 0.0097415 0.00870032 0.00735372 0.00243509 0.00491863 0.00227016 0.00264847
internal_count=3910 3195 2782 2484 300 2184 1541 643
is_linear=0
shrinkage=0.00196078


Tree=6994
num_leaves=10
num_cat=0
split_feature=4 0 43 133 160 43 16 16 16
split_gain=3.48857e-05 4.31868e-05 4.1553e-05 5.36814e-05 3.7354e-05 4.98183e-05 3.804e-05 5.50774e-05 4.27434e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.048655000000000011 0.086110000000000006 -0.0031199999999999995 -0.089559999999999987 -0.008069999999999999 -0.46853499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 8 -8 -7
right_child=1 -3 4 -5 -6 6 7 -9 -10
leaf_value=-0.00035706329733470663 -0.00052263603909399349 0.00037284875266925321 0.00051607570919708101 8.5055600680399062e-05 -0.00028555296629586066 -5.336165302014331e-05 -0.00040714702944288634 0.00020191414888334075 0.00050387940682414419
leaf_weight=0.0010195402598914783 0.0012583799084471799 0.0011984083897324709 0.0010005983264443656 0.0010054022226378542 0.0010350089963686001 0.0010716850707230899 0.0013093043135581949 0.0010120924863611142 0.0010455503869016979
leaf_count=208 457 252 935 727 214 169 429 236 283
internal_value=0 2.37933e-05 -2.40792e-05 -0.000252745 5.58761e-05 0.000120845 3.17487e-05 -0.000141606 0.00022182
internal_weight=0 0.00993643 0.00873802 0.00226378 0.00647424 0.00543923 0.00443863 0.0023214 0.00211724
internal_count=3910 3702 3450 1184 2266 2052 1117 665 452
is_linear=0
shrinkage=0.00196078


Tree=6995
num_leaves=9
num_cat=0
split_feature=52 160 133 2 3 4 15 4
split_gain=2.08125e-05 4.25519e-05 4.17546e-05 3.96955e-05 4.69462e-05 3.39398e-05 1.7048e-05 1.7035e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10113500000000002 -0.077894999999999978 -0.0031049999999999997 -0.088734999999999994 0.17888000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7 -5
right_child=1 2 3 7 -6 6 -8 -9
leaf_value=-0.00010774036707653504 -0.00039639117691304265 -0.00035396038177627754 -2.870984651321091e-05 -0.00030372336502765512 0.0004847953718714607 0.00046133337755298353 9.9905789818855188e-05 4.9487805405205008e-05
leaf_weight=0.0015121084779988964 0.0012647777635839486 0.0010524591904651232 0.0013456940389815291 0.0010423934879971171 0.0013931098560984435 0.0010069954961494996 0.0010000430537936227 0.0010575941443107272
leaf_count=807 924 742 461 125 271 175 208 197
internal_value=0 -7.00666e-05 -8.75197e-09 7.69773e-05 0.000232488 0.000114106 0.000281246 -0.000125839
internal_weight=0 0.00715603 0.00589125 0.00483879 0.0027388 0.00351915 0.00200704 0.00209999
internal_count=3910 2720 1796 1054 732 1190 383 322
is_linear=0
shrinkage=0.00196078


Tree=6996
num_leaves=8
num_cat=0
split_feature=1 15 0 13 52 47 2
split_gain=1.12291e-05 2.89639e-05 3.82064e-05 2.04503e-05 4.84892e-05 3.2208e-05 2.10967e-05
threshold=0.076710000000000014 0.083935000000000023 0.13167000000000004 -0.0010249999999999997 -0.074484999999999982 0.077065000000000008 0.09142500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -6
right_child=3 -3 -4 4 6 -7 -8
leaf_value=-0.025098305252861376 0.020755868767580246 0.0079825854022420907 0.0012193284523534054 -0.018973418457103545 0.012900953629669054 -0.0032448402278507866 -0.0044312804303414778
leaf_weight=0.0010649489307628546 0.0012508548929921204 0.00117186138905079 0.0011443986869838047 0.0011724328037930939 0.0015794012850552995 0.001011094214274838 0.001264547810990183
leaf_count=1079 858 866 63 291 238 289 226
internal_value=0 -0.00472569 -0.0114663 0.00242244 -0.00186059 0.0100275 0.00519426
internal_weight=0 0.00338121 0.00220935 0.00627833 0.00401638 0.00226195 0.00284395
internal_count=3910 2008 1142 1902 755 1147 464
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=9
num_cat=0
split_feature=52 160 133 133 4 0 150 4
split_gain=1.69472e-05 3.82376e-05 4.41027e-05 4.28078e-05 7.42099e-05 4.24288e-05 3.03669e-05 5.6664e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090085000000000012 -0.056579999999999991 -0.10575999999999998 0.086420000000000011 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 7 -1
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-6.7747030598657248e-05 -0.0003750125811234852 -0.00036777518654769074 0.00061321828956393642 -0.00024504797526849051 0.00022144696084944919 -0.00030062324839748978 -0.00017815594348870797 0.00053735292508078406
leaf_weight=0.0012182810085818905 0.0012346764923802274 0.0010026368927486566 0.0011047226393876134 0.0011423725031162418 0.0014188549265916578 0.0010351381084577594 0.001008627412859041 0.0011629808556550692
leaf_count=720 924 742 177 451 194 232 157 313
internal_value=0 -6.2154e-05 5.56998e-06 8.51961e-05 0.000191207 1.22842e-06 0.000106996 0.000227777
internal_weight=0 0.0069384 0.00570373 0.00470109 0.00355872 0.00245399 0.00338989 0.00238126
internal_count=3910 2720 1796 1054 603 426 1190 1033
is_linear=0
shrinkage=0.00196078


Tree=6998
num_leaves=9
num_cat=0
split_feature=4 0 43 133 160 2 4 15
split_gain=2.71869e-05 3.45242e-05 4.45974e-05 5.47715e-05 3.24223e-05 4.78551e-05 3.42608e-05 3.99455e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.048655000000000011 0.086110000000000006 0.10705000000000002 -0.06272999999999998 -0.07142999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8
right_child=1 -3 4 -5 -6 -7 7 -9
leaf_value=-0.00031124684374931244 -0.00053452534324704276 0.00033690912531304248 -2.3221012559844329e-05 8.3746341251039112e-05 -0.00025270831372846165 -0.00013789741315197774 0.00016887287109735398 0.00067430239799528787
leaf_weight=0.0010166334097541493 0.0012264276633653821 0.0012019106665742485 0.0011471023028101122 0.0010000940679167859 0.0010327482759956777 0.0017633086222439173 0.0013905202617240488 0.0010590587518437789
leaf_count=208 457 252 898 727 214 458 402 294
internal_value=0 2.55878e-05 -1.78243e-05 -0.000256814 6.54133e-05 0.000126708 0.000256434 0.000387392
internal_weight=0 0.00982117 0.00861926 0.00222652 0.00639274 0.00535999 0.00359668 0.00244958
internal_count=3910 3702 3450 1184 2266 2052 1594 696
is_linear=0
shrinkage=0.00196078


Tree=6999
num_leaves=8
num_cat=0
split_feature=50 133 16 16 52 2 4
split_gain=1.76632e-05 3.16241e-05 3.55623e-05 5.71211e-05 5.46683e-05 4.39711e-05 7.5098e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.3935300000000001 -0.074484999999999982 0.085255000000000011 0.0057500000000000008
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=0.00022402452351144532 -0.00024667830399400126 -0.00026337710749447613 7.1744814033401731e-05 -0.00015738802489618307 0.00067551499443448029 -0.00055276989967599803 7.0914128875884281e-05
leaf_weight=0.0015586691612953065 0.0010558587880683734 0.0012951435118520793 0.0010851508476392318 0.0010579886384964004 0.0012302151500268067 0.0012418430593205071 0.0018451055232700554
leaf_count=532 715 622 400 300 431 496 414
internal_value=0 2.09174e-05 6.68338e-05 0.000220068 0.000392544 -4.44353e-05 -0.000179987
internal_weight=0 0.00931412 0.00801897 0.00337335 0.00231537 0.00464562 0.00308695
internal_count=3910 3195 2573 1131 831 1442 910
is_linear=0
shrinkage=0.00196078


Tree=7000
num_leaves=8
num_cat=0
split_feature=52 160 13 13 52 4 2
split_gain=1.22406e-05 3.7041e-05 3.32907e-05 3.6312e-05 3.3622e-05 3.01173e-05 1.9989e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 -0.0031049999999999997 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 -4 6 -1 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0062735907639037084 -0.018773141640445967 -0.015165846249225783 0.020783714863501206 0.0013690077103640222 0.014090654131002373 0.013405730947281159 -0.01783457191360124
leaf_weight=0.0013572034890612318 0.0011593116691689231 0.0010346252178428713 0.0010698517930243165 0.0011627246452824247 0.0010660357592976086 0.0018212222417077885 0.0010153774456603598
leaf_count=807 924 127 441 473 324 383 431
internal_value=0 -0.00256845 0.000943913 0.00480752 -0.000461109 0.00500256 -0.00758323
internal_weight=0 0.00650793 0.00534861 0.00431399 0.00324414 0.00317843 0.0021781
internal_count=3910 2720 1796 1669 1228 1190 904
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=7
num_cat=0
split_feature=1 484 12 457 0 13
split_gain=1.20208e-05 2.80418e-05 4.20987e-05 2.74604e-05 5.21705e-05 4.47694e-05
threshold=0.12864500000000004 0.084225000000000008 0.10129000000000001 0.041935000000000007 -0.10209999999999998 -0.014114999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.016353651046712932 0.0096738275387080169 0.014366020125310906 -0.022340591582886319 0.013319963278022873 -0.0090450162055066684 0.014244343988810401
leaf_weight=0.0019919674780248856 0.0011182956248462226 0.0010020819105349158 0.001019138666932368 0.0011800574132122266 0.0014650415678446687 0.0018905232470865438
leaf_count=448 331 417 414 258 1294 748
internal_value=0 -0.00135129 -0.00343829 -0.000487114 -0.00353397 0.0040762
internal_weight=0 0.00854881 0.00754673 0.00652759 0.00534753 0.00335556
internal_count=3910 3579 3162 2748 2490 2042
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=8
num_cat=0
split_feature=49 51 0 42 47 12 1
split_gain=1.23297e-05 2.21228e-05 4.72143e-05 2.2071e-05 2.86603e-05 3.42393e-05 3.36559e-05
threshold=0.10447000000000002 0.08955500000000001 -0.17106499999999999 -0.088669999999999985 0.080860000000000015 0.089855000000000004 0.076710000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.018990305593073832 0.010287561423994999 -0.015076105007498146 0.0095334318031677703 -0.023166884165101369 -0.019560073990406008 0.0082925931924540987 0.0015072688331612763
leaf_weight=0.0011749441232361772 0.0010271638641288676 0.0010272299052495933 0.0011813072019596907 0.0010420120276686197 0.0011480267091624943 0.0018693005965271731 0.0011774998073562685
leaf_count=168 378 417 398 799 300 825 625
internal_value=0 -0.00130293 0.000560372 -0.00281352 -0.0055987 -0.00167873 -0.0100767
internal_weight=0 0.00862032 0.00759309 0.00641815 0.00523684 0.00408881 0.00221951
internal_count=3910 3532 3115 2947 2549 2249 1424
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=9
num_cat=0
split_feature=50 157 51 42 2 15 2 49
split_gain=4.52187e-05 4.74179e-05 6.87541e-05 3.71303e-05 4.78738e-05 4.03633e-05 5.80642e-05 8.87238e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.032189999999999989 -1.0000000180025095e-35 0.086545000000000025 -0.106555 0.093070000000000014 -0.014479999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00043740718931545601 -0.00040172405329784498 -0.00044375453321154109 -0.00026307525811485592 -0.00016518589692136071 0.00054183660796785767 0.00047708477663860473 -0.00049855551817818778 0.00022992349051203519
leaf_weight=0.001013061599519592 0.0010019756069409103 0.0012168639291062116 0.0011906895940077145 0.0017719278709124597 0.0010987345662545837 0.0011999264548982545 0.0010203437390854807 0.0017371086155660194
leaf_count=361 689 442 727 708 223 302 180 278
internal_value=0 3.47068e-05 -9.46577e-06 5.64387e-05 0.000112156 0.000209352 0.00011704 -3.96366e-05
internal_weight=0 0.0102487 0.00923559 0.00801873 0.00682804 0.00505611 0.00395738 0.00275745
internal_count=3910 3221 2860 2418 1691 983 760 458
is_linear=0
shrinkage=0.00196078


Tree=7004
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 4 1
split_gain=2.30032e-05 3.00145e-05 7.03586e-05 6.22712e-05 4.29762e-05 4.53452e-05 5.23707e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 0.0057500000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00024365633346829768 -0.00028408115044904465 -0.00037746493281469798 0.00045204082314013165 -0.00050526511697870523 0.0001389362567988475 0.00030919663146326132 -0.00042494300537577849
leaf_weight=0.0019542331308436698 0.0010115890919476346 0.0010105494218977731 0.0010154871735640492 0.0012056973132159119 0.0015285363215527109 0.0018102639420403922 0.0010811586276813772
leaf_count=389 304 171 387 328 1466 340 525
internal_value=0 2.67777e-05 -2.86128e-05 -0.000102163 -1.26657e-05 7.07395e-05 -9.46707e-05
internal_weight=0 0.00960593 0.00765169 0.00663621 0.00543051 0.00441996 0.00260969
internal_count=3910 3606 3217 2830 2502 2331 1991
is_linear=0
shrinkage=0.00196078


Tree=7005
num_leaves=9
num_cat=0
split_feature=4 0 43 160 2 12 15 4
split_gain=2.45649e-05 4.88335e-05 3.02508e-05 4.46974e-05 4.14144e-05 3.92639e-05 3.80922e-05 7.2664e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.086110000000000006 0.10705000000000002 0.091405000000000014 0.079360000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00029450044167034835 -0.00048167766971736155 0.00040596796273611216 0.0007660713152945652 -0.00033479286117496488 -0.00013101039574135473 5.0671597124365968e-05 -7.6070909996622105e-05 8.2175154787624008e-05
leaf_weight=0.0010109908378302035 0.0011115139719998118 0.0011490052253710107 0.0010419900259438417 0.0010031998533440193 0.0017247308658870945 0.0010228585383217986 0.0010269094587571602 0.0013996297009779301
leaf_count=208 836 252 232 214 458 348 948 414
internal_value=0 2.7027e-05 -2.52373e-05 4.4108e-05 0.000117302 -0.000226559 0.000240775 0.000374036
internal_weight=0 0.00947984 0.00833083 0.00619646 0.00519326 0.00213437 0.00346853 0.00244162
internal_count=3910 3702 3450 2266 2052 1184 1594 646
is_linear=0
shrinkage=0.00196078


Tree=7006
num_leaves=9
num_cat=0
split_feature=4 0 43 160 2 4 2 43
split_gain=3.35047e-05 5.33865e-05 2.8052e-05 4.16077e-05 4.5081e-05 4.08006e-05 4.00711e-05 3.22673e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.079374999999999987 0.086110000000000006 0.10705000000000002 -0.06272999999999998 0.079395000000000007 -0.15109999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -7 -2
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00035144711696469196 2.0447897765015055e-05 0.000450114370009705 -6.8674103791574497e-05 -0.0003112057059986184 -0.00014315330211692314 0.00014719934573615933 0.00064438684740802347 -0.00042787251319306095
leaf_weight=0.001012805820789193 0.0012370913294351279 0.00101055123254343 0.0011553637851335935 0.0010711107987546927 0.0017943225220341179 0.0013503980351191273 0.0011573867956618088 0.0012318325012724682
leaf_count=192 296 223 900 217 464 299 401 918
internal_value=0 2.27949e-05 -2.51994e-05 4.21286e-05 0.000111476 0.000236201 0.00037666 -0.000203235
internal_weight=0 0.0100081 0.00899751 0.00652858 0.00545747 0.00366315 0.00250778 0.00246892
internal_count=3910 3718 3495 2281 2064 1600 700 1214
is_linear=0
shrinkage=0.00196078


Tree=7007
num_leaves=7
num_cat=0
split_feature=47 159 16 48 48 3
split_gain=1.24268e-05 2.43535e-05 3.08768e-05 9.57418e-05 5.71122e-05 4.99637e-05
threshold=0.09550500000000002 0.073745000000000019 -0.083144999999999983 0.016865000000000002 0.084260000000000015 -0.048154999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.013624626428326065 0.0073317200823767754 0.011692360470910899 -0.035779510181024994 0.015409203157974328 -0.015184176468221303 -0.0082118427516659261
leaf_weight=0.0019455907201128692 0.0018355994459286753 0.0011428516106332049 0.0011657529409994825 0.0010495542563687126 0.001064730771248132 0.0015077467219347534
leaf_count=872 389 623 1359 289 182 196
internal_value=0 -0.00180482 -0.00409568 -0.0101848 0.00343514 -0.0202324
internal_weight=0 0.00787623 0.00673338 0.00372305 0.00301032 0.0026735
internal_count=3910 3521 2898 1844 1054 1555
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=7
num_cat=0
split_feature=42 160 160 2 15 15
split_gain=1.05627e-05 2.25371e-05 2.82263e-05 4.60731e-05 4.33738e-05 4.02634e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.10137500000000001 -0.024209999999999999 -0.07142999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0075628206403627694 -0.008367036724789596 0.00059966532008387096 -0.0084478429710961016 0.011175652056517056 -0.017773847629298883 0.025255889401929799
leaf_weight=0.0015763466514623703 0.00183440554881512 0.0010557320528410724 0.0013715807302249706 0.0010169695717290887 0.001053853101210564 0.0017772417997624691
leaf_count=1060 1040 252 332 311 211 704
internal_value=0 0.00138324 0.00423342 0.00778034 -0.00355691 0.0160675
internal_weight=0 0.00810978 0.00627538 0.0049038 0.00207082 0.00283297
internal_count=3910 2850 1810 1478 522 956
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=8
num_cat=0
split_feature=159 16 4 2 52 4 0
split_gain=2.74616e-05 3.41897e-05 5.77138e-05 8.28164e-05 5.07899e-05 3.98368e-05 8.03949e-05
threshold=-1.0000000180025095e-35 -0.38486499999999996 0.0057500000000000008 0.106285 -0.07125999999999999 -0.23071499999999998 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.00031700625713823035 -0.00022132306499178568 -0.00048905272678779219 1.1405988602742939e-05 0.00042911701519067881 0.00054263195466613468 -0.00038596577293991817 0.00022579027515324664
leaf_weight=0.0010024230926952244 0.0018078896017733664 0.0010803060633534909 0.0012494965070155926 0.0011492045454622474 0.0015507303501109467 0.0015296028475140415 0.0017952555965156547
leaf_count=633 464 155 204 337 280 860 977
internal_value=0 2.3163e-05 7.60684e-05 -3.96456e-05 0.000305592 -0.000161935 -5.56484e-05
internal_weight=0 0.0101625 0.0083546 0.00555437 0.00280023 0.00440516 0.00332486
internal_count=3910 3277 2813 2329 484 1992 1837
is_linear=0
shrinkage=0.00196078


Tree=7010
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 4 1
split_gain=2.01917e-05 3.03438e-05 6.45074e-05 4.39576e-05 5.06913e-05 5.98474e-05 4.42222e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 0.0057500000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0002417722181574968 -0.00026763116928615248 -0.00042264314051625624 0.00042593058491175421 -0.00044201308993417659 8.9206361186195413e-05 0.00033571264911509371 -0.00042456182716626333
leaf_weight=0.0019582184653036232 0.0010094407754505765 0.0010169582618397253 0.0010272072002972003 0.0011986040358499235 0.001538006557357619 0.0018233707107934267 0.0011082582161062618
leaf_count=389 304 171 387 328 1466 340 525
internal_value=0 2.37996e-05 -3.15447e-05 -0.000101838 -2.75227e-05 6.23774e-05 -0.00012596
internal_weight=0 0.00967062 0.0077124 0.0066852 0.00548659 0.00446964 0.00264626
internal_count=3910 3606 3217 2830 2502 2331 1991
is_linear=0
shrinkage=0.00196078


Tree=7011
num_leaves=9
num_cat=0
split_feature=50 160 133 49 49 133 2 2
split_gain=3.43384e-05 4.65534e-05 3.86975e-05 7.24958e-05 6.86299e-05 4.0867e-05 6.01116e-05 5.69071e-05
threshold=0.088425000000000017 -0.085744999999999988 -0.0056849999999999991 -0.0019649999999999997 -0.081419999999999979 0.090085000000000012 0.10796500000000002 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.0004230825089489505 -0.00035134779112282665 -0.0003461952261891329 9.286801941270989e-05 0.00013899735649735729 -0.00054820784186909504 -0.00015813602753335623 -0.00014859215238044343 0.00065700012336323535
leaf_weight=0.0010350225577227421 0.001003444262982209 0.0011856484380017183 0.0012371573445365844 0.0017545718022885823 0.0013346506409113556 0.0012302191582033908 0.001107849727569471 0.0015232826388027958
leaf_count=485 689 777 208 295 301 484 251 420
internal_value=0 2.84557e-05 -1.51196e-05 3.28228e-05 -0.000239821 0.00015768 0.000246268 0.000379723
internal_weight=0 0.0104084 0.00937338 0.00818773 0.00257181 0.00561592 0.0043857 0.00327785
internal_count=3910 3221 2736 1959 509 1450 966 715
is_linear=0
shrinkage=0.00196078


Tree=7012
num_leaves=8
num_cat=0
split_feature=15 42 43 2 0 13 4
split_gain=1.17758e-05 2.30516e-05 4.16682e-05 4.10741e-05 4.15966e-05 2.67468e-05 2.32317e-05
threshold=0.088615000000000013 0.084100000000000022 -0.079804999999999987 0.085805000000000006 -0.099024999999999988 -0.015744999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.030314641436685958 -0.0091358267715466717 -0.021471662651975518 0.0067839703821238571 0.010104885574014488 0.0022187656375683962 -0.01540996291293191 0.002465901235324695
leaf_weight=0.0010096309541354801 0.0012507944323593796 0.0010833877535238387 0.0010070382111203738 0.0013755824804456362 0.0011022482204630583 0.0015120415548498601 0.0014003294785677584
leaf_count=113 875 537 675 354 533 547 276
internal_value=0 0.00125726 -0.00785984 0.00423525 0.0156506 -0.00138698 -0.00681487
internal_weight=0 0.00849026 0.00209043 0.00639983 0.00211188 0.00428795 0.00291237
internal_count=3910 3035 1212 1823 646 1177 823
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=8
num_cat=0
split_feature=49 52 13 12 4 12 48
split_gain=1.0218e-05 3.02446e-05 3.71892e-05 3.0824e-05 4.42354e-05 5.43732e-05 1.96252e-05
threshold=0.10447000000000002 0.11401500000000002 -0.094679999999999986 0.097345000000000015 0.065520000000000009 0.085845000000000019 0.084500000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.013775507741527485 0.009300477320426553 -0.017530652256293019 0.013034971582734057 0.013047201259736739 -0.024182333272368722 -0.020782207354017469 -0.0038794073919399584
leaf_weight=0.0017447742400549578 0.001039484924440324 0.0010020568440356524 0.0016581400421630853 0.0010136648609214306 0.0010614135573342111 0.0010316677444671663 0.0011699812379695161
leaf_count=366 378 566 628 406 309 1020 237
internal_value=0 -0.00119088 0.000941167 -0.00283196 -0.00610274 -0.00113098 0.00603757
internal_weight=0 0.0086817 0.00767964 0.00593487 0.0049212 0.00385979 0.00282812
internal_count=3910 3532 2966 2600 2194 1885 865
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=8
num_cat=0
split_feature=43 3 12 3 15 4 13
split_gain=1.04598e-05 4.12802e-05 3.48054e-05 3.65818e-05 2.24939e-05 2.64789e-05 1.09029e-05
threshold=-0.074254999999999988 -0.076734999999999984 0.089995000000000006 -0.018854999999999997 -0.074174999999999977 0.035895000000000003 -0.028919999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 -1
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.011154088578849858 0.016471433517840871 0.019550633232556146 -0.01584729611349904 0.014676248150230589 -0.013394470842722831 -0.0068151618718483497 0.0033151772953572169
leaf_weight=0.0010382456190730868 0.0012428323982618646 0.0011740694586989168 0.001481683007740194 0.0010266045415153399 0.0013930612326211018 0.0012982766101036929 0.0010448725765063727
leaf_count=735 781 418 922 130 295 226 403
internal_value=0 0.00455517 -0.00239816 0.00161883 -0.00334609 0.00267486 -0.00389644
internal_weight=0 0.00325719 0.00644246 0.00496077 0.00371794 0.00232488 0.00208312
internal_count=3910 1556 2354 1432 651 356 1138
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=8
num_cat=0
split_feature=15 484 160 52 3 42 3
split_gain=9.13536e-06 2.01798e-05 2.90352e-05 3.50534e-05 5.38546e-05 3.1333e-05 3.93944e-05
threshold=0.088615000000000013 0.084225000000000008 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002 0.085330000000000003 -0.080744999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.016000500345778261 -0.0080507746536562473 0.014451609038052891 0.023384032182598293 0.018736968161790841 -0.022138475468722597 -0.0099621451920215189 8.2931561300679177e-05
leaf_weight=0.0010595188710834768 0.0012455985604357912 0.0010012089796475549 0.0011639970524419754 0.0010332333902505902 0.0010131947452747926 0.0012391415470301573 0.0019263689393247024
leaf_count=627 875 405 730 123 180 545 425
internal_value=0 0.00112361 -0.00067105 0.00187632 -0.00138439 0.0034725 0.00885937
internal_weight=0 0.00843666 0.00743545 0.00637594 0.0053427 0.00432951 0.00309037
internal_count=3910 3035 2630 2003 1880 1700 1155
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=7
num_cat=0
split_feature=42 51 42 43 1 1
split_gain=1.10175e-05 2.07358e-05 2.53237e-05 3.6631e-05 1.95023e-05 3.18842e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.10498500000000001 0.089075000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0076996980066247238 -0.011111665678119271 0.022557055909231096 -0.0097084277108686404 0.0049662839245335913 0.011075780269177802 -0.016798123412296383
leaf_weight=0.001575950292743873 0.0011319129482853449 0.0011106340769268044 0.0012033747904137962 0.0019694619239419954 0.001647626956767268 0.0010225954419851727
leaf_count=1060 521 673 710 461 341 144
internal_value=0 0.00144013 0.00348329 0.00624393 0.00233895 -0.00247214
internal_weight=0 0.00808561 0.00695369 0.00575032 0.00463968 0.00299206
internal_count=3910 2850 2329 1619 946 605
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=7
num_cat=0
split_feature=1 4 150 1 3 0
split_gain=1.0623e-05 2.61238e-05 2.25456e-05 3.01268e-05 2.43969e-05 1.88392e-05
threshold=0.085835000000000009 -0.15796999999999997 0.077110000000000012 0.10561500000000001 0.11265500000000002 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -3
right_child=2 5 -4 4 -6 -7
leaf_value=0.0062243130258263085 -0.011925034688469976 -0.019532587885418652 0.013915747255740091 0.013688064066506304 -0.0052673720188889011 -0.0019135383507769312
leaf_weight=0.0015270272846726655 0.0015605811425859996 0.0011794712631914678 0.0013669868575500082 0.0015632584398656306 0.0012003707380634195 0.0012500759691178179
leaf_count=146 714 737 349 454 193 1317
internal_value=0 -0.00402507 0.00272137 -0.000817444 0.00545485 -0.0104671
internal_weight=0 0.00395657 0.0056912 0.00432421 0.00276363 0.00242955
internal_count=3910 2200 1710 1361 647 2054
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=8
num_cat=0
split_feature=3 39 4 51 47 43 15
split_gain=9.79127e-06 3.08979e-05 2.76397e-05 3.87623e-05 4.14591e-05 6.74885e-05 3.50485e-05
threshold=0.15165000000000003 0.005105000000000001 -0.23071499999999998 0.085845000000000019 0.09252500000000001 -0.0037249999999999996 1.0000000180025095e-35
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=-0.017524101921849201 0.0090644909038392306 0.01524745422492107 -0.0083562993725827261 -0.018633121664676663 -0.013695033437426132 0.027958169751059376 0.0041659024237698603
leaf_weight=0.0011644001089705109 0.0010519987604910132 0.0010126914539995849 0.0016548235422501204 0.0010216567064678331 0.0012088989968164869 0.0014270364768922384 0.0010936624825695685
leaf_count=255 209 425 1597 362 267 339 456
internal_value=0 -0.00115708 -0.00335149 -0.000775412 0.00261297 0.00733446 0.0176354
internal_weight=0 0.00858317 0.00757048 0.00640608 0.00538442 0.00417552 0.0025207
internal_count=3910 3701 3276 3021 2659 2392 795
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=8
num_cat=0
split_feature=42 51 42 43 16 2 3
split_gain=9.6698e-06 1.93025e-05 2.17731e-05 3.36507e-05 1.60143e-05 2.48714e-05 3.36111e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 -0.19424999999999998 0.10648500000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0072115669741826651 -0.010766087020640226 0.021580349274634082 -0.0089297456056434358 -0.0074724826282671465 0.011313103674955687 0.018457197711703868 -0.01291788355411491
leaf_weight=0.0015710958558493365 0.0011275154488642374 0.0011055203095978053 0.0011952517119858336 0.0012569325091306687 0.001217755606473624 0.0010569598916229566 0.0010802819667825609
leaf_count=1060 521 673 710 259 436 164 87
internal_value=0 0.00136601 0.00334485 0.0059109 0.00215479 0.0057616 -7.76146e-05
internal_weight=0 0.00804022 0.0069127 0.00571745 0.00461193 0.003355 0.00229804
internal_count=3910 2850 2329 1619 946 687 523
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=9
num_cat=0
split_feature=159 47 159 403 42 15 2 3
split_gain=3.86206e-05 3.62385e-05 3.74444e-05 4.18635e-05 9.78865e-05 7.04678e-05 8.69489e-05 0.00012738
threshold=-1.0000000180025095e-35 0.09550500000000002 0.08764000000000001 0.036225000000000007 0.091230000000000019 0.035895000000000003 0.086545000000000025 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0003742757754452844 -0.00048932972327256764 0.00027631429826420023 0.00031378759147515482 -0.0004357999383538941 0.00052220459116608187 -0.0005814867535156509 0.0005134783116285404 -0.0003466981698397429
leaf_weight=0.0010103195803510675 0.0010522287383758332 0.0018421535462739775 0.0010672256619783417 0.0010786172839884756 0.0010664398356763595 0.001057617722159075 0.0016715042583733846 0.0010958198082154122
leaf_count=633 284 315 498 345 450 671 612 102
internal_value=0 2.81142e-05 -2.84067e-05 -8.04127e-05 -1.59188e-05 -0.000133585 -9.56246e-06 0.000172861
internal_weight=0 0.00993161 0.00808945 0.00702223 0.00594361 0.00487717 0.00381955 0.00276732
internal_count=3910 3277 2962 2464 2119 1669 998 714
is_linear=0
shrinkage=0.00196078


Tree=7021
num_leaves=7
num_cat=0
split_feature=11 48 42 49 4 15
split_gain=2.86787e-05 2.49366e-05 2.87735e-05 3.89057e-05 3.64526e-05 8.94192e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.065249999999999989 -0.08422499999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00029602556805706341 -0.00031834570710141615 0.00023702459131063038 -0.00022908392432713273 -0.00014637271643153478 -6.1799525017055068e-05 0.00056691294461220663
leaf_weight=0.0010486232165296617 0.001023940592038741 0.0017708583132071591 0.0019220378798528916 0.001408282606836374 0.00189223726554526 0.0016095228099649158
leaf_count=208 304 433 1243 462 683 577
internal_value=0 2.67724e-05 -2.0473e-05 4.68169e-05 0.000120037 0.000227177
internal_weight=0 0.00965156 0.0078807 0.00595867 0.00491004 0.00350176
internal_count=3910 3606 3173 1930 1722 1260
is_linear=0
shrinkage=0.00196078


Tree=7022
num_leaves=9
num_cat=0
split_feature=11 48 0 49 51 12 2 1
split_gain=2.84216e-05 3.35288e-05 9.91854e-05 5.73435e-05 5.54229e-05 3.26935e-05 3.82276e-05 6.61784e-06
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.006494999999999999 -0.024374999999999997 0.086865000000000012 0.088585000000000011 0.091845000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.00048038445039128572 -0.0003122689540849478 -0.00015127916931081294 0.00057127326465661213 0.0003519215107127915 -0.00037644176056540372 0.00033747168044160806 -0.00015183942544550068 -0.00015298376412466538
leaf_weight=0.001004891967637719 0.0010519483698805199 0.0014891396615354521 0.0014335693080252457 0.0015018317650078144 0.0010384982727743178 0.0011161126384316359 0.0013641049615328404 0.0010004004374477395
leaf_count=386 304 114 591 521 525 692 561 216
internal_value=0 2.66399e-05 0.000203128 -4.67781e-05 2.55905e-05 -8.28586e-05 6.83535e-05 -0.0002668
internal_weight=0 0.00994855 0.00292271 0.00702584 0.00602095 0.00451912 0.00248022 0.0020389
internal_count=3910 3606 705 2901 2515 1994 1253 741
is_linear=0
shrinkage=0.00196078


Tree=7023
num_leaves=8
num_cat=0
split_feature=47 159 0 42 43 1 2
split_gain=9.80124e-06 2.21071e-05 3.24893e-05 5.89307e-05 6.66613e-05 3.74618e-05 1.04319e-05
threshold=0.09550500000000002 0.073745000000000019 -0.22384499999999996 0.083815000000000014 0.0016850000000000001 0.095575000000000007 0.091525000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=0.010472850372310641 0.006558038318067636 0.011297031293042341 -0.036468647335854018 0.013656327834418386 0.0058500880440138176 -0.011244495754185345 -0.00077514867964322866
leaf_weight=0.0012921771338096416 0.0018219442397422328 0.0011388174794252706 0.0012396427510185308 0.0010006008589697694 0.0010447329513850979 0.0011214132476041992 0.0010029529653041787
leaf_count=128 389 623 774 916 266 336 478
internal_value=0 -0.00158423 -0.0037732 -0.00717628 -0.0151818 -0.0244881 0.00643212
internal_weight=0 0.00784034 0.00670152 0.00540934 0.00340579 0.00236106 0.00200355
internal_count=3910 3521 2898 2770 1376 1110 1394
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=8
num_cat=0
split_feature=3 39 2 48 4 3 4
split_gain=8.69873e-06 2.85935e-05 2.946e-05 3.2096e-05 4.83947e-05 3.75018e-05 3.65453e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.08784500000000002 -0.08422499999999998 -0.083144999999999983 0.05309500000000001
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=-0.02252515690152522 0.0075231598510196 0.014468928672014573 -0.017105209831413573 0.0146352578207439 0.015162298682839546 -0.018040026945130707 0.0061972575294416922
leaf_weight=0.0010947115780461526 0.0013114415008583851 0.001017307402038206 0.0012952121447855677 0.0011389640001119713 0.0012934823804595418 0.0012347746601861359 0.0012537873333153269
leaf_count=618 239 424 354 312 708 1024 231
internal_value=0 -0.00123894 -0.00342467 -0.000479191 -0.00400916 0.00135029 -0.0058288
internal_weight=0 0.00832824 0.00731093 0.00601572 0.00487676 0.00378204 0.00248856
internal_count=3910 3671 3247 2893 2581 1963 1255
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=9
num_cat=0
split_feature=11 15 16 2 133 2 1 12
split_gain=2.33329e-05 2.69174e-05 5.01874e-05 4.41839e-05 5.30643e-05 4.68232e-05 4.22405e-05 2.2534e-05
threshold=1.0000000180025095e-35 -0.106555 -0.092424999999999993 0.106285 0.08493500000000001 0.088485000000000022 0.086560000000000012 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 7 -3 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00025103033577312433 -0.00028848013970712611 -9.1932174976110061e-06 0.00012461705428762235 0.00038786311823949595 -0.00041744841919721996 0.00042743277596153054 -0.00056449996033307163 -0.00025804890692984967
leaf_weight=0.0016807866072024178 0.0010039974845772572 0.0010746169652007483 0.0012168697457107043 0.001316060879890139 0.0010055821888663103 0.0011045392672435162 0.00103281469126401 0.001151503428006084
leaf_count=591 304 332 129 398 763 376 189 828
internal_value=0 2.57037e-05 -2.22242e-05 7.20137e-05 -2.08025e-05 9.40464e-05 -0.000281339 -6.14352e-05
internal_weight=0 0.00958277 0.00790199 0.00579456 0.00447849 0.00347291 0.00210743 0.00236837
internal_count=3910 3606 3015 2494 2096 1333 521 957
is_linear=0
shrinkage=0.00196078


Tree=7026
num_leaves=6
num_cat=0
split_feature=0 43 4 15 0
split_gain=8.14325e-06 2.99754e-05 2.53695e-05 4.20749e-05 2.59686e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.06272999999999998 -0.07142999999999998 -0.14733499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012169364853554387 0.0056997933174447041 -0.01015712288233251 -0.008822425044325231 0.019449159849483602 0.010454941802081119
leaf_weight=0.0019648174694649138 0.001964256435439393 0.0012946560665833681 0.0017683521029922735 0.0014884917723391247 0.0011553682280528148
leaf_count=1184 446 1014 175 501 590
internal_value=0 -0.00151629 0.00215146 0.00576311 -0.00120458
internal_weight=0 0.00767169 0.00570687 0.00441221 0.00292372
internal_count=3910 3464 2280 1266 765
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=7
num_cat=0
split_feature=43 16 133 42 2 2
split_gain=9.12815e-06 2.82521e-05 3.81927e-05 2.67966e-05 2.81565e-05 5.62866e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0075918490331814735 -0.0040845905668416855 -0.013162994986636332 0.018098481733796301 -0.015932668190881044 -0.010493596399800525 0.023591933691892983
leaf_weight=0.0013475631443987434 0.0018580668203702631 0.0016119597395391613 0.0011579450186723489 0.0010888256861327841 0.0013435493453239113 0.0012155367247320217
leaf_count=275 670 563 1053 777 280 292
internal_value=0 -0.00128328 0.00159034 -0.00188144 0.00158219 0.00686081
internal_weight=0 0.00827588 0.00666392 0.00550598 0.00441715 0.0030736
internal_count=3910 3635 3072 2019 1242 962
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=7
num_cat=0
split_feature=1 4 1 2 52 13
split_gain=9.45341e-06 2.916e-05 2.13796e-05 3.90957e-05 2.41739e-05 1.02982e-05
threshold=0.085835000000000009 -0.082054999999999975 0.092550000000000007 0.11462500000000002 -0.014099999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0028416501601032183 0.013196809999142743 -0.013034151487529393 0.002589385046501802 0.012715623042288144 -0.015938553028065478 0.011150672400978242
leaf_weight=0.0010413011777082733 0.0014207838924675305 0.0018300072356237521 0.0012690323110692726 0.0013995563957411817 0.0015821207903350979 0.0010628976676982517
leaf_count=425 424 1575 393 412 481 200
internal_value=0 -0.00380244 0.00257698 -0.000972654 -0.00769187 0.00422632
internal_weight=0 0.00393421 0.00567149 0.00425071 0.00285115 0.0021042
internal_count=3910 2200 1710 1286 874 625
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=9
num_cat=0
split_feature=11 3 3 42 43 2 13 4
split_gain=4.72872e-05 4.58887e-05 3.24383e-05 2.5749e-05 4.05961e-05 5.3393e-05 4.30964e-05 5.14984e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.08323499999999999 0.091330000000000008 -0.0037249999999999996 0.085805000000000006 -0.26418499999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=0.00037144010910096053 -0.00041458056680689911 -0.00034466460271316866 -0.00032069632694693565 0.00029005335763560621 0.00042443575493380235 0.00027371445165608096 -0.00050340445206748809 4.0564846852022128e-05
leaf_weight=0.0013319304346591882 0.0010000624464340481 0.0010381449473403637 0.0013911630407917285 0.0011876407258449009 0.0011712944080472147 0.0011051015393459995 0.00114150836128981 0.0016169095236922052
leaf_count=247 279 981 794 744 231 149 275 210
internal_value=0 3.26362e-05 -1.95223e-05 2.4812e-05 -2.42096e-05 5.77123e-05 -5.34664e-05 -0.000184544
internal_weight=0 0.00998369 0.00865176 0.00761362 0.00642598 0.00503481 0.00386352 0.00275842
internal_count=3910 3631 3384 2403 1659 865 634 485
is_linear=0
shrinkage=0.00196078


Tree=7030
num_leaves=7
num_cat=0
split_feature=42 160 160 3 12 2
split_gain=8.14986e-06 1.70705e-05 2.77205e-05 3.85469e-05 4.50349e-05 3.84001e-05
threshold=-1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 0.090325000000000003 0.091555000000000011 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.0066221645279954632 -0.0071985856938234982 -0.0089361693648497553 0.0089231566242432021 -0.0058475984371100399 -0.0019331435840810104 0.035954483840307951
leaf_weight=0.0015730147930849312 0.0018189704847701516 0.0013662993082142966 0.0010703403489870497 0.0015327284122931047 0.0012237119915454618 0.0010324611139242469
leaf_count=1060 1040 332 396 252 527 303
internal_value=0 0.00124812 0.00333173 0.00727357 0.0133193 0.0221954
internal_weight=0 0.00804451 0.00667821 0.00485924 0.00332651 0.0021028
internal_count=3910 2850 2518 1478 1226 699
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=9
num_cat=0
split_feature=4 484 1 457 4 4 16 0
split_gain=2.9477e-05 4.0672e-05 3.95623e-05 4.1995e-05 4.26767e-05 7.09917e-05 4.85335e-05 8.3923e-06
threshold=-0.48072499999999996 0.084225000000000008 0.12263000000000002 0.069705000000000003 -0.076329999999999995 0.018480000000000003 -0.30307999999999996 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00032318486599293211 -4.3578637741051695e-05 0.000386936621338579 0.00027508911973033378 0.0002312722596183794 -0.0006998160934798143 -0.00037171086236275735 0.00014387362997553767 0.00020804368932911301
leaf_weight=0.0010272494904107103 0.0010324539173902875 0.0010691171741410441 0.0014718058736616323 0.0013756072657298479 0.0010691052675690931 0.0013629061600204787 0.0014474036115083287 0.0010063417185723032
leaf_count=208 775 438 329 232 1072 260 351 245
internal_value=0 2.58804e-05 -1.81565e-05 -7.733e-05 -0.00014906 -0.000269768 -0.000106168 8.06212e-05
internal_weight=0 0.00983474 0.00876562 0.00729382 0.00591821 0.00387942 0.00281031 0.0020388
internal_count=3910 3702 3264 2935 2703 1683 611 1020
is_linear=0
shrinkage=0.00196078


Tree=7032
num_leaves=9
num_cat=0
split_feature=4 0 43 12 43 3 3 48
split_gain=2.2665e-05 5.43511e-05 3.88012e-05 6.17206e-05 3.64585e-05 9.38879e-05 4.78494e-05 8.9635e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.0033500000000000005 -0.074234999999999982 0.084925000000000014 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8
right_child=1 -3 4 -5 -6 6 7 -9
leaf_value=-0.00028488850697262671 -0.00056957119127622159 0.00042263544883009097 0.00059424805062257538 8.2860887691667097e-05 -0.00028980688525036589 -0.00038803852913939479 0.00050363586834639273 -0.00017396608476429141
leaf_weight=0.0010130468684078986 0.0011484706384744872 0.0011553539276680418 0.0012048335139830156 0.0010833001922608389 0.001035613376141515 0.0010550122834614819 0.0012436288809994723 0.0018931059974501997
leaf_count=208 836 252 906 348 638 355 181 186
internal_value=0 2.31561e-05 -3.01151e-05 -0.000252881 4.71778e-05 0.000111846 -2.68111e-05 9.46844e-05
internal_weight=0 0.00981932 0.00866396 0.00223177 0.00643219 0.00539658 0.00419175 0.00313673
internal_count=3910 3702 3450 1184 2266 1628 722 367
is_linear=0
shrinkage=0.00196078


Tree=7033
num_leaves=8
num_cat=0
split_feature=3 4 0 3 151 16 52
split_gain=9.6496e-06 2.47146e-05 3.23162e-05 4.60052e-05 4.21425e-05 3.15321e-05 2.39151e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 -0.15168999999999996 -0.068164999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.014955674368962717 0.00791595901858041 -0.019708939206333861 0.016200163643053361 -0.013845242046337866 0.022526148436484546 0.013170491310724154 -0.0062743015251349168
leaf_weight=0.0011434508150289955 0.0013154621417880005 0.001186583199573662 0.0011545310558064483 0.0012165703732556917 0.001024249231408494 0.0010830494998662998 0.0015204764835504074
leaf_count=276 239 585 367 453 244 340 1406
internal_value=0 -0.00130038 0.000872643 -0.00206158 0.002261 0.0076622 0.0018146
internal_weight=0 0.00832891 0.00718546 0.00603093 0.00484435 0.00362778 0.00260353
internal_count=3910 3671 3395 3028 2443 1990 1746
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=9
num_cat=0
split_feature=4 0 1 15 1 52 2 0
split_gain=4.27053e-05 8.81206e-05 5.08827e-05 8.14415e-05 4.4559e-05 0.000113221 5.40466e-05 3.50336e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.076710000000000014 0.083935000000000023 0.092550000000000007 -0.0066199999999999991 0.11542500000000001 -0.10575999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -6
right_child=1 -3 4 -5 6 -7 -8 -9
leaf_value=-0.00039214997918304444 -0.00067770960762590128 0.00056562041563907174 -0.00018039572584111234 5.1890409366621838e-05 1.0315735560934267e-05 0.00069035840730973864 0.00024633375108495085 -0.00039815883432336844
leaf_weight=0.0010192768233825466 0.0010800196222970006 0.0010552430552570229 0.0010962910037053361 0.0012917393530324467 0.0015642613738359801 0.0012053056025274488 0.001535080906658136 0.001668125427574871
leaf_count=192 1059 223 189 850 225 356 352 464
internal_value=0 2.82375e-05 -3.18282e-05 -0.000280345 5.15523e-05 0.000275603 -5.66129e-05 -0.000200484
internal_weight=0 0.0104961 0.00944082 0.00237176 0.00706906 0.0023016 0.00476747 0.00323239
internal_count=3910 3718 3495 1909 1586 545 1041 689
is_linear=0
shrinkage=0.00196078


Tree=7035
num_leaves=8
num_cat=0
split_feature=1 0 2 3 15 0 13
split_gain=9.39692e-06 3.67401e-05 2.5509e-05 1.90076e-05 5.65659e-05 4.77501e-05 3.40442e-05
threshold=0.076710000000000014 -0.083674999999999986 0.10113500000000002 -0.015794999999999997 -0.074174999999999977 -0.18901999999999997 -0.062819999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.01979409644933991 -0.0028379863703780193 0.012342553772691989 -0.0087330436165511376 -0.0049993477809208752 -0.016385505352561485 0.023436604250493345 0.021544778372957648
leaf_weight=0.0010531521000047531 0.0011317782532324547 0.0012597675119650085 0.0010554407655575246 0.0013057618265920473 0.0016134509993328766 0.0010780843195341725 0.0011590843904558314
leaf_count=1044 566 630 334 125 319 316 576
internal_value=0 -0.00430912 0.00273476 0.00223622 -0.00192593 0.00786069 0.00949871
internal_weight=0 0.00336836 0.00231521 0.00628816 0.0039973 0.00238385 0.00229086
internal_count=3910 2008 964 1902 760 441 1142
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=8
num_cat=0
split_feature=13 48 0 16 2 2 3
split_gain=8.7432e-06 2.28083e-05 3.5544e-05 2.37653e-05 6.38345e-05 3.28756e-05 1.61906e-05
threshold=-0.23438999999999996 0.11028500000000001 -0.17106499999999999 0.24895000000000003 0.090050000000000005 0.10362500000000001 -0.082304999999999975
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.0079690252692494797 0.015189804968563562 -0.015178134837581398 0.011045234205402361 0.010048602232920062 -0.032068792271773443 -0.0065091409849844344 -0.0041473433589464615
leaf_weight=0.0011936635126751751 0.0013869549154376408 0.0010222365935075965 0.0015164119415687638 0.0011973713502676907 0.0010067356298744568 0.0010061713707972086 0.0013052196424939136
leaf_count=210 179 191 1060 465 600 405 800
internal_value=0 -0.00117453 0.000755009 -0.00256407 -0.00568786 -0.0192925 0.00401751
internal_weight=0 0.0084411 0.00741886 0.00603191 0.00483454 0.00201291 0.00282163
internal_count=3910 3700 3509 3330 2865 1005 1860
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=8
num_cat=0
split_feature=11 0 42 16 16 1 1
split_gain=2.5686e-05 3.14439e-05 4.03188e-05 3.01255e-05 3.92287e-05 5.8546e-05 5.55528e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.30307999999999996 -0.09601999999999998 0.083930000000000018 0.094695000000000015
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=-0.00034526258757912965 -0.00030363923518570438 0.00024857413976262703 -0.00022982933252824729 0.00044053296582487634 0.00038989570898594213 -0.00045048681650030036 9.4972039166404899e-05
leaf_weight=0.0013116141030873598 0.0010190140484201355 0.0019169073132855371 0.0013425950374300871 0.001038056959521751 0.001146594594382439 0.0012299401956470679 0.0017242084807400973
leaf_count=977 304 324 327 228 978 345 427
internal_value=0 2.35949e-05 -3.17449e-05 3.17004e-05 0.000100029 1.38346e-05 -0.000132126
internal_weight=0 0.00970992 0.00779301 0.0064814 0.0051388 0.00410074 0.00295415
internal_count=3910 3606 3282 2305 1978 1750 772
is_linear=0
shrinkage=0.00196078


Tree=7038
num_leaves=7
num_cat=0
split_feature=49 2 457 3 3 4
split_gain=9.491e-06 2.55111e-05 2.63074e-05 6.46911e-05 5.37542e-05 3.68331e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.075954999999999981 -0.076329999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00081443096490116265 0.0091046811560661946 0.010374345508298993 0.0094370230126564428 -0.026735656768879307 0.012057829173747625 -0.024898697710215613
leaf_weight=0.0016541690840470614 0.0010143136908953498 0.0015771740072119114 0.0012538046958395629 0.0012450052869827826 0.0018601790026268545 0.0010306307751160714
leaf_count=1074 378 501 250 164 625 918
internal_value=0 -0.00112175 -0.00369584 -0.00653972 -0.00100745 -0.0100598
internal_weight=0 0.00862096 0.00704379 0.00578998 0.00454498 0.0026848
internal_count=3910 3532 3031 2781 2617 1992
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=8
num_cat=0
split_feature=159 12 2 48 2 12 2
split_gain=3.01091e-05 4.05468e-05 5.50179e-05 7.33649e-05 6.26957e-05 5.08797e-05 3.92493e-05
threshold=-1.0000000180025095e-35 0.097345000000000015 0.086545000000000025 0.082070000000000018 0.11230000000000001 0.081660000000000024 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 -2 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00032507691783293074 -4.5335651571357909e-05 0.00028222675710786274 0.00010105852812915558 0.00059209284537567811 -3.4427852707261308e-05 -0.00059229649145391822 -0.00036205002605477931
leaf_weight=0.0010031422289592798 0.0017076188551117442 0.0019855841944840342 0.0014001568133637291 0.0014618060358645461 0.0010589165816642793 0.0010596075915004165 0.0014143172468091645
leaf_count=633 315 568 669 272 155 845 453
internal_value=0 3.11142e-05 -3.04236e-05 8.59411e-05 0.000328901 -0.000254774 -0.000131661
internal_weight=0 0.010088 0.00810242 0.0053352 0.00252072 0.00276723 0.00281447
internal_count=3910 3277 2709 1549 427 1160 1122
is_linear=0
shrinkage=0.00196078


Tree=7040
num_leaves=9
num_cat=0
split_feature=403 13 16 133 42 1 4 15
split_gain=3.3881e-05 3.90449e-05 7.29481e-05 6.82027e-05 4.74319e-05 6.25976e-05 4.05576e-05 6.76979e-05
threshold=0.087440000000000004 0.11202500000000001 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.086560000000000012 0.0057500000000000008 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=0.00043122632302026363 -0.00035133186206745624 0.00033546310896483589 -0.0004015982081086446 0.00045125811869623953 -0.00041461272814678307 -0.00038006974580574553 -0.00026198520262814615 0.00040813558017098732
leaf_weight=0.001232576510714524 0.0010018705057711933 0.0013622785898647861 0.0015878205031516091 0.0013991246947575595 0.0010215346132919105 0.0011719527183552043 0.001178924805069865 0.0011401248549449757
leaf_count=523 349 237 522 1063 663 263 167 123
internal_value=0 2.67193e-05 -2.14475e-05 6.30418e-05 -3.15017e-05 5.1351e-05 -8.27725e-05 6.74693e-05
internal_weight=0 0.0100943 0.00873206 0.00714424 0.00574511 0.00472358 0.003491 0.00231905
internal_count=3910 3561 3324 2802 1739 1076 553 290
is_linear=0
shrinkage=0.00196078


Tree=7041
num_leaves=8
num_cat=0
split_feature=13 39 48 3 12 52 16
split_gain=8.95766e-06 2.18639e-05 3.0393e-05 2.37589e-05 4.17126e-05 3.60815e-05 4.10065e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 -0.10628499999999998 0.091555000000000011 0.071660000000000015 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0080424749712661569 0.010135148252328854 0.012558658106589158 -0.019062624912888577 -0.018175953171347087 -0.021940034819226781 0.015835524581074387 0.0064894163345482377
leaf_weight=0.0011983813239484333 0.0015783228327879333 0.0010170264964833959 0.0010251048144718439 0.0013086155676086003 0.0010218065184730372 0.0011265383804043112 0.0013899473086402959
leaf_count=210 441 419 199 414 894 650 683
internal_value=0 -0.00119479 -0.00307224 -0.00052107 -0.00399111 0.000803623 -0.00547157
internal_weight=0 0.00846736 0.00745034 0.00642523 0.00484691 0.0038251 0.00269856
internal_count=3910 3700 3281 3082 2641 1747 1097
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=7
num_cat=0
split_feature=4 4 12 1 1 42
split_gain=9.2836e-06 1.98053e-05 2.28245e-05 5.84565e-05 4.24127e-05 2.59368e-05
threshold=0.25367000000000006 0.097045000000000006 0.080120000000000011 0.095575000000000007 0.086560000000000012 0.084685000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=0.0087894094165705521 0.0064377411468393006 -0.014612362779257163 -0.013093799389671052 0.02256237399893914 -0.018871374520867984 0.0049532028366869769
leaf_weight=0.0012046208208441739 0.0017971851632650635 0.0010085069052596859 0.0019220550775491145 0.0013274408858257249 0.001026853810351786 0.0013597209234004043
leaf_count=208 534 166 1252 322 129 1299
internal_value=0 -0.00152993 0.000398783 0.00594563 -0.00393921 -0.00561648
internal_weight=0 0.0078492 0.00684069 0.00355892 0.00223147 0.00328178
internal_count=3910 3376 3210 659 337 2551
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=8
num_cat=0
split_feature=12 43 43 13 4 15 1
split_gain=8.75547e-06 2.30374e-05 3.36717e-05 3.26933e-05 5.47993e-05 4.33746e-05 2.84455e-05
threshold=-0.036459999999999992 -0.15648499999999999 -0.079109999999999986 -0.094679999999999986 -0.034289999999999994 -0.07142999999999998 0.096035000000000023
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0087326782887014211 0.013911974279803077 -0.017237457707987479 0.013908563686609813 -0.019063977815364147 0.0075663828026564534 0.021659484333657945 -0.014954684210438369
leaf_weight=0.0010344438005207698 0.0011912488808663276 0.0010974506409486863 0.0016357041746629785 0.0014013059201049742 0.0011740060163048861 0.001021439129747637 0.0010738066081362135
leaf_count=504 259 853 304 1215 299 311 165
internal_value=0 0.00100519 -0.0010715 0.0017418 -0.0025192 0.00457242 -0.0031922
internal_weight=0 0.00859496 0.00740371 0.00630626 0.00467056 0.00326925 0.00224781
internal_count=3910 3406 3147 2294 1990 775 464
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=8
num_cat=0
split_feature=4 12 3 2 4 4 4
split_gain=9.28161e-06 2.28899e-05 3.42199e-05 3.72618e-05 2.97181e-05 2.51927e-05 5.20348e-05
threshold=0.28937500000000005 -0.023959999999999995 0.094625000000000015 0.095195000000000016 -0.0010999999999999996 -0.082054999999999975 -0.0037349999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=-0.015303329881893589 0.0081187794146781265 0.014201343626871824 -0.00017522556876551959 -0.018171260938732201 0.024018196280269275 -0.022053405125980086 0.0060052641334193135
leaf_weight=0.0010146949479726362 0.0012184399570499141 0.0010964759973058958 0.0010287970341602837 0.0013053402155321098 0.0010024377906579784 0.0010026841236198865 0.0019391817688574205
leaf_count=317 426 624 143 695 102 1121 482
internal_value=0 -0.00122142 0.000716066 -0.00348366 0.0117645 0.00126392 -0.00355805
internal_weight=0 0.00838961 0.00737492 0.00534368 0.00203123 0.00403834 0.00294187
internal_count=3910 3484 3167 2922 245 2227 1603
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=7
num_cat=0
split_feature=43 43 52 16 16 16
split_gain=9.54529e-06 3.51037e-05 2.57797e-05 3.53393e-05 3.25567e-05 4.52461e-05
threshold=-0.074254999999999988 -0.092084999999999986 -0.074484999999999982 -0.0083999999999999995 -0.083144999999999983 -0.19424999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0047212158768304494 -0.01403779314258178 0.016352347381413185 -0.0086568641239382488 0.015866721636926994 -0.019058279052835879 0.017758318902231379
leaf_weight=0.0018254468901954439 0.0014418389036925097 0.0013941457231233705 0.0016040072514865616 0.0012276038734025611 0.0010065195505825535 0.0010884833973306594
leaf_count=628 480 928 371 317 638 548
internal_value=0 0.00440404 -0.00227697 0.001165 -0.00371412 0.00202191
internal_weight=0 0.00321959 0.00636845 0.00492661 0.00369901 0.00269249
internal_count=3910 1556 2354 1874 1557 919
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=8
num_cat=0
split_feature=49 160 133 42 48 15 4
split_gain=9.15805e-06 2.17165e-05 5.31783e-05 3.90403e-05 6.68381e-05 5.18442e-05 8.65048e-05
threshold=0.10447000000000002 -0.064339999999999994 -0.0023199999999999996 0.091330000000000008 0.087945000000000009 -0.088379999999999986 -0.082054999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.0094986333662147489 0.0089960913183763213 -0.024523431128961937 0.018137633405191308 0.01693275159430388 -0.025265494400556539 0.010623042990427581 -0.027995408508840108
leaf_weight=0.0015796371323608723 0.0010059477095353863 0.0010251066873300223 0.0013688882883414644 0.0011227966013653487 0.0011131710775185511 0.001320958723497792 0.0010341009543089824
leaf_count=901 378 821 254 457 244 389 466
internal_value=0 -0.00109013 -0.00348474 0.000133917 -0.00376544 0.0026614 -0.00633422
internal_weight=0 0.00856466 0.00698502 0.00595992 0.00483712 0.00372395 0.00235506
internal_count=3910 3532 2631 1810 1353 1109 855
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=7
num_cat=0
split_feature=48 51 1 15 16 15
split_gain=9.85332e-06 2.28795e-05 3.19733e-05 4.73629e-05 3.63139e-05 2.99677e-05
threshold=0.091555000000000011 0.080840000000000009 0.11198000000000001 -0.0063699999999999989 0.15737500000000001 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.017296063527924659 0.0063491110282216032 -0.015672675830216098 0.014163578441575559 0.022632448388714685 -0.011754832173246908 0.00054983278880010443
leaf_weight=0.0016144616135653276 0.0019316558890002536 0.0010090087102796966 0.0013590779567772601 0.0010701429414103098 0.0011115890644673911 0.0014434837444104005
leaf_count=1029 483 413 421 175 185 1204
internal_value=0 -0.00164847 0.000495952 -0.00304918 0.00329555 0.00995121
internal_weight=0 0.00760776 0.00659876 0.00523968 0.00362522 0.00251363
internal_count=3910 3427 3014 2593 1564 1379
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=7
num_cat=0
split_feature=133 160 4 42 4 150
split_gain=9.25095e-06 4.03901e-05 2.25261e-05 2.925e-05 4.68828e-05 5.06586e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.25367000000000006 0.091330000000000008 -0.038174999999999994 0.077110000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.008473713265176451 -0.014584851040169312 0.008240653476560866 0.014855577413340065 0.015068690358051036 -0.025027345381041056 0.0033376109266238965
leaf_weight=0.0011287080277044359 0.0017706849173368851 0.0018647085343615837 0.0011936813739934181 0.0010065869085414793 0.0014381205433212467 0.0011199858265699375
leaf_count=604 1086 803 338 453 463 163
internal_value=0 -0.00116899 0.00241775 -0.000316775 -0.00381835 -0.0126086
internal_weight=0 0.00839377 0.00662308 0.0054294 0.00442281 0.00255811
internal_count=3910 3306 2220 1882 1429 626
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=9
num_cat=0
split_feature=4 0 52 1 2 47 1 4
split_gain=2.12723e-05 4.9238e-05 3.27855e-05 3.14874e-05 6.42087e-05 4.21036e-05 4.15714e-05 3.57949e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.092550000000000007 0.084235000000000018 0.09252500000000001 0.11215000000000001 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -6
right_child=1 -3 3 5 7 -7 -8 -9
leaf_value=-0.00028022441244265054 -0.00032889083504604016 0.00040074257746282977 0.00055920196725341219 0.00033092162168561745 -0.00024347814585278397 -0.00039218841341057261 -0.00022486706675335001 0.00021989614195415397
leaf_weight=0.0010157892255946007 0.0012350520133464033 0.0011382054878050574 0.0010292923583287168 0.0010472992410151165 0.0013316205232281216 0.001316337052016382 0.0010226367542241488 0.0012357210927148872
leaf_count=208 584 252 519 340 1079 200 307 421
internal_value=0 1.85318e-05 -3.44052e-05 1.76798e-05 0.000145439 -0.000118016 5.63383e-05 -2.04453e-05
internal_weight=0 0.00935616 0.00821796 0.00698291 0.00359663 0.00338627 0.00206994 0.00256734
internal_count=3910 3702 3450 2866 2019 847 647 1500
is_linear=0
shrinkage=0.00196078


Tree=7050
num_leaves=9
num_cat=0
split_feature=12 3 15 12 16 3 1 16
split_gain=4.25524e-05 4.78006e-05 3.25746e-05 5.54362e-05 5.3805e-05 4.13489e-05 8.25418e-05 3.81861e-05
threshold=0.10700500000000002 0.13772500000000001 0.088190000000000004 0.086935000000000012 0.022165000000000004 0.11265500000000002 0.094485000000000013 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00019135040942649319 -0.00038885023926312737 0.00041209002867880937 0.00026027310051349905 -0.00066713125578325401 -3.5020464885494534e-05 -0.00032500420058377804 0.00053978476523143775 -0.00023375914093275293
leaf_weight=0.0014367302502155798 0.0010242089423412567 0.0011225251861485411 0.0013806192940925234 0.0010026367539936413 0.0010704652204814235 0.0010065005568762886 0.0012657854758389838 0.0018694605343111481
leaf_count=324 355 224 776 702 370 77 414 668
internal_value=0 3.04874e-05 -1.69383e-05 -6.69572e-05 -0.000340735 3.47855e-05 0.000113992 -4.90246e-05
internal_weight=0 0.0101547 0.0090322 0.00765158 0.0020731 0.00557848 0.00457198 0.00330619
internal_count=3910 3555 3331 2555 1072 1483 1406 992
is_linear=0
shrinkage=0.00196078


Tree=7051
num_leaves=8
num_cat=0
split_feature=484 160 133 133 160 2 1
split_gain=8.86037e-06 2.46155e-05 5.18672e-05 3.34888e-05 5.20485e-05 8.06288e-05 7.06282e-05
threshold=0.084225000000000008 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.087825000000000014 0.10796500000000002 0.087720000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.015034782429743 0.0086688402849758039 -0.019858149038823335 0.043808793271561154 -0.010076432518632177 -0.011442569900376209 -0.0074415818838117209 0.010520621540133451
leaf_weight=0.0011040434285598394 0.0010408749344142871 0.0010292149257751081 0.0010190118252551795 0.0012868244212779333 0.0010852385745914843 0.0012806461685154541 0.0017018921120883126
leaf_count=782 470 844 247 589 253 317 408
internal_value=0 -0.00110561 0.000971762 0.00433539 0.0079812 0.013249 0.0229874
internal_weight=0 0.00850687 0.00740283 0.00637361 0.00508679 0.00400155 0.0027209
internal_count=3910 3440 2658 1814 1225 972 655
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=9
num_cat=0
split_feature=159 2 16 4 51 151 4 133
split_gain=3.44856e-05 4.21057e-05 4.65131e-05 5.03248e-05 3.99182e-05 8.72875e-05 4.22073e-05 6.00704e-05
threshold=-1.0000000180025095e-35 0.088485000000000022 -0.089864999999999987 -0.077679999999999985 0.077145000000000005 -0.0008699999999999999 0.15927500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 -7
right_child=1 4 3 -5 -6 6 -8 -9
leaf_value=-0.00035489665848601051 -0.00042942625849050678 -0.00045611939664197724 0.00035179570032486555 -0.00018392068750305285 0.00044901739320720704 0.00030821669064197118 0.00050329935491948672 -0.00030762612095742021
leaf_weight=0.0010044904483883328 0.0013157458273298675 0.0010213006001272757 0.0010736974256695348 0.0018118051233345733 0.0012190262596076867 0.0014487083591371542 0.00114975804297009 0.0010505242017431993
leaf_count=633 441 304 527 636 289 450 282 348
internal_value=0 2.60666e-05 -0.000123897 1.54197e-05 0.000133046 5.05718e-05 0.000192387 4.93541e-05
internal_weight=0 0.0100906 0.00420125 0.0028855 0.00588932 0.00467029 0.00364899 0.00249923
internal_count=3910 3277 1604 1163 1673 1384 1080 798
is_linear=0
shrinkage=0.00196078


Tree=7053
num_leaves=8
num_cat=0
split_feature=133 160 12 13 2 1 2
split_gain=1.08246e-05 2.99101e-05 2.15456e-05 5.87472e-05 3.65801e-05 2.43524e-05 1.41108e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.092365000000000017 -0.083514999999999992 0.086650000000000019 0.089680000000000024 0.095195000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -4
right_child=1 2 6 4 5 -7 -8
leaf_value=0.0091213189561758033 -0.012803608835033582 0.026492965373771028 0.0017351833997150757 -0.014941212861799925 0.017136449322853228 -0.0032213078556435578 -0.014807054296006898
leaf_weight=0.0011363925142582392 0.0017757940114280085 0.0010426161620455472 0.0010145255971161608 0.0011742650039710521 0.0011428609453440737 0.0012094259029112953 0.0010486779904725499
leaf_count=604 1086 453 396 473 277 269 352
internal_value=0 -0.00127713 0.00180904 0.00563903 -0.000526378 0.00666953 -0.00667285
internal_weight=0 0.00840817 0.00663237 0.00456917 0.00352655 0.00235229 0.0020632
internal_count=3910 3306 2220 1472 1019 546 748
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=9
num_cat=0
split_feature=4 0 52 52 160 12 16 12
split_gain=2.97615e-05 5.70467e-05 3.8526e-05 3.5295e-05 4.11256e-05 3.67528e-05 4.93009e-05 2.32769e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 -0.062489999999999997 -1.0000000180025095e-35 0.086865000000000012 -0.19424999999999998 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -7
right_child=1 -3 3 4 5 7 -8 -9
leaf_value=-0.00032310106936089329 -0.00033965001284158347 0.00043341097694682082 0.00028880486142774932 -0.00038709080174574437 -0.00045825187746255906 0.00041718634081524934 0.00011408409388143015 2.2171571809755854e-05
leaf_weight=0.0010221643156710274 0.0012874951167905543 0.0011768354831756577 0.0015690049382564349 0.0010836156287775079 0.0010248350381861508 0.0011126026490591416 0.0013290682405946684 0.0011837297039701538
leaf_count=208 584 252 325 876 240 446 396 583
internal_value=0 2.85481e-05 -2.69161e-05 2.8219e-05 -4.30874e-05 3.70735e-05 -0.000135098 0.000213561
internal_weight=0 0.00976719 0.00859035 0.00730286 0.00573385 0.00465024 0.0023539 0.00229633
internal_count=3910 3702 3450 2866 2541 1665 636 1029
is_linear=0
shrinkage=0.00196078


Tree=7055
num_leaves=7
num_cat=0
split_feature=13 403 16 133 49 3
split_gain=9.86868e-06 3.58809e-05 3.44095e-05 5.27648e-05 2.49732e-05 6.53206e-05
threshold=0.17936000000000002 0.03138500000000001 0.15737500000000001 0.065880000000000008 -0.045004999999999996 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0090256652314729055 -0.0091960334903818993 0.018221092564961943 -0.015190560742021134 0.021378421168125942 -0.020374058102891588 0.0069439688387504198
leaf_weight=0.0013427175024619282 0.0010476209311088202 0.0010689296917679517 0.0014505954440240049 0.0011356615648557989 0.0017898057933618502 0.0017130347240799451
leaf_count=276 221 418 529 1057 1175 234
internal_value=0 0.00109037 -0.00137357 0.00197739 -0.00256966 -0.00701441
internal_weight=0 0.00850074 0.00743182 0.00598122 0.00484556 0.00350284
internal_count=3910 3689 3271 2742 1685 1409
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 0
split_gain=1.73619e-05 4.05762e-05 6.33179e-05 2.90641e-05 7.19546e-05 6.61049e-05 6.65378e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.000236295729672764 -0.00035124193752210603 -0.00040001920615668238 -0.00012802624517463436 0.00052542177641071381 -7.7221421645816716e-05 -0.00035503236869453364 0.00058989623589772477
leaf_weight=0.0010075671322245265 0.0013338962329038579 0.0011859457577946923 0.0017377512959934546 0.0015049353283719596 0.0013502776840150499 0.0012246922922385145 0.0010008785051153408
leaf_count=517 856 847 433 606 128 379 144
internal_value=0 -3.46243e-05 1.8138e-05 9.0868e-05 0.000165735 1.43571e-05 0.000206768
internal_weight=0 0.00933838 0.00800448 0.00681854 0.00508078 0.00357585 0.00235116
internal_count=3910 3393 2537 1690 1257 651 272
is_linear=0
shrinkage=0.00196078


Tree=7057
num_leaves=7
num_cat=0
split_feature=1 4 1 2 4 3
split_gain=1.60552e-05 3.38265e-05 2.75313e-05 3.30506e-05 3.07743e-05 2.53574e-05
threshold=0.085835000000000009 -0.15796999999999997 0.092550000000000007 0.11462500000000002 0.22584000000000001 -0.083604999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.00012599680811236041 0.00028664411287814727 -0.00047657749385777027 -0.00028252844037888488 0.00022031173085590292 0.00012816076131118366 -7.9365174601208163e-05
leaf_weight=0.0016274880834898598 0.0015574454320257426 0.0010142233039027769 0.0019345782704230916 0.0015237017237690791 0.0011005565017514186 0.0015812657920304075
leaf_count=146 424 944 654 412 220 1110
internal_value=0 -9.56186e-05 6.15728e-05 -1.53188e-05 -0.00013361 -0.000234581
internal_weight=0 0.00422298 0.00611628 0.00455884 0.00303513 0.00259549
internal_count=3910 2200 1710 1286 874 2054
is_linear=0
shrinkage=0.00196078


Tree=7058
num_leaves=9
num_cat=0
split_feature=11 16 47 2 150 16 12 4
split_gain=3.0819e-05 3.24687e-05 3.2641e-05 4.13059e-05 4.15596e-05 3.6582e-05 3.19388e-05 3.11897e-05
threshold=1.0000000180025095e-35 -0.42360999999999993 0.09550500000000002 0.086545000000000025 0.085200000000000012 -0.0083999999999999995 0.091405000000000014 -0.075709999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.0002578424392851594 -0.00032507401671764058 6.3185001554209072e-05 0.00034672871036406117 -0.00021381333599578567 0.00046094431347136228 -3.9210028357172214e-05 0.00043764046675779695 -0.00039904290690765738
leaf_weight=0.0012925402614761021 0.0010304877646862979 0.0010011498496743175 0.0014223089041685644 0.0014717064820748871 0.0010917240549071163 0.0011393141958339129 0.0010266431985313988 0.0012773405743269613
leaf_count=371 304 684 306 858 219 376 266 526
internal_value=0 3.15353e-05 7.59035e-05 2.09372e-05 0.000125425 2.47295e-05 0.000186813 -0.000195944
internal_weight=0 0.00972273 0.00843019 0.00700788 0.00472939 0.00363766 0.00216596 0.00227849
internal_count=3910 3606 3235 2929 1719 1500 642 1210
is_linear=0
shrinkage=0.00196078


Tree=7059
num_leaves=8
num_cat=0
split_feature=4 0 16 4 4 1 47
split_gain=2.86324e-05 4.43985e-05 3.60525e-05 3.22856e-05 5.58836e-05 4.57576e-05 4.93687e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.081265000000000018 0.0057500000000000008 -0.076329999999999995 0.092550000000000007 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=-0.00031808226831577413 0.00014762969829618545 0.00038744844023777948 -0.00031477283105874277 0.00045200541060743706 -0.00036901238898489258 0.00022360736800925378 -0.00032106523175186682
leaf_weight=0.0010077417555517431 0.0016086720289863877 0.001169557388311991 0.0013434454535217674 0.0013179355724194323 0.0016110954925284029 0.0015965109928401619 0.0010676510338078747
leaf_count=208 981 252 464 341 1190 329 145
internal_value=0 2.91467e-05 -1.98924e-05 3.5115e-05 -0.000110886 0.000153166 5.33226e-06
internal_weight=0 0.00971487 0.00854531 0.00720187 0.00321977 0.0039821 0.00266416
internal_count=3910 3702 3450 2986 2171 815 474
is_linear=0
shrinkage=0.00196078


Tree=7060
num_leaves=7
num_cat=0
split_feature=1 4 1 2 52 12
split_gain=1.07134e-05 2.6156e-05 2.45677e-05 3.01355e-05 2.54175e-05 1.8719e-05
threshold=0.085990000000000011 -0.15796999999999997 0.092550000000000007 0.11542500000000001 -0.014099999999999998 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.0062411128055856651 0.014144869343113776 -0.020513829437581153 0.0037200384079828074 0.011618327662681048 -0.014956244611018396 -0.0027655888245459639
leaf_weight=0.0015151114986117556 0.0014157661612535294 0.0010552927380475606 0.0013119956014881861 0.0013004733199790154 0.0016390720039524012 0.0013602152423977225
leaf_count=146 415 840 402 397 487 1223
internal_value=0 -0.00405888 0.00273524 -0.00106417 -0.00665308 -0.0105195
internal_weight=0 0.00393062 0.00566731 0.00425154 0.00295107 0.00241551
internal_count=3910 2209 1701 1286 889 2063
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=7
num_cat=0
split_feature=1 0 43 16 15 16
split_gain=8.82749e-06 3.05679e-05 2.70269e-05 2.1249e-05 2.56179e-05 4.12777e-05
threshold=0.076710000000000014 -0.083674999999999986 0.0016850000000000001 0.081265000000000018 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.018459739889001119 0.011780447115094796 -0.0077341721831840488 0.014021775312058355 -0.0097869859762406263 0.016640599101502097 -0.0094540127284460946
leaf_weight=0.0010359431164183356 0.0017467852436131373 0.0012470741116308753 0.0010532780207230953 0.0011999354196971564 0.0013785040784644255 0.0019235145711079499
leaf_count=1044 456 724 240 381 611 454
internal_value=0 -0.00419612 0.00222737 0.00217458 0.00501745 0.000651985
internal_weight=0 0.0033363 0.00230035 0.00624874 0.0050488 0.0036703
internal_count=3910 2008 964 1902 1521 910
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=8
num_cat=0
split_feature=52 2 0 0 3 42 43
split_gain=1.00735e-05 2.03437e-05 3.81854e-05 3.89983e-05 5.82264e-05 3.95947e-05 1.8558e-05
threshold=-0.081429999999999989 0.113945 -0.17106499999999999 -0.10209999999999998 -0.060719999999999989 0.086125000000000021 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.014841795696570443 0.017665136481271132 -0.012098761157862112 -0.019054212578460097 -0.021791847232198631 0.017651195369717983 0.005653784033435711 -0.0033131746240044491
leaf_weight=0.0011317317644441696 0.0010972760084492711 0.001528743562257108 0.0011502440422874708 0.0010820155237810875 0.0014376018535465713 0.0010222525814240755 0.0011204846974961146
leaf_count=513 115 466 312 988 220 838 458
internal_value=0 -0.00183838 0.000870974 -0.00305643 0.00213895 -0.00845877 0.00580964
internal_weight=0 0.00731813 0.00578939 0.00469211 0.00354187 0.00210427 0.00225222
internal_count=3910 2939 2473 2358 2046 1826 971
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=8
num_cat=0
split_feature=4 42 47 160 133 51 2
split_gain=1.57805e-05 2.82442e-05 3.48997e-05 5.17341e-05 7.29138e-05 4.56325e-05 2.87915e-05
threshold=0.28937500000000005 0.092145000000000019 0.09550500000000002 -0.026849999999999995 0.083815000000000014 0.077145000000000005 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00030554078488141082 0.00019321402077808635 -0.00029514155623374625 0.0003358413058825436 -0.00063503335345679141 0.00022995383922595752 1.7900983470518929e-05 -0.00020659873179799268
leaf_weight=0.0013028350936961502 0.0013114128022232241 0.0013800205558210784 0.0010824164552003862 0.0013084871273759309 0.0015264391420734217 0.0012978888788056355 0.0011185806274855799
leaf_count=691 426 702 247 710 530 222 382
internal_value=0 -3.69869e-05 9.66434e-06 -4.42031e-05 -0.000130972 -0.000278875 -0.000437578
internal_weight=0 0.00901667 0.00763665 0.00655423 0.0052514 0.00372496 0.00242707
internal_count=3910 3484 2782 2535 1844 1314 1092
is_linear=0
shrinkage=0.00196078


Tree=7064
num_leaves=7
num_cat=0
split_feature=15 15 48 15 3 16
split_gain=9.18223e-06 2.74069e-05 2.36421e-05 3.47353e-05 6.20219e-05 4.38581e-05
threshold=-0.10071499999999999 -0.12507499999999996 0.091555000000000011 -0.017214999999999998 0.084925000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.003573158591917622 -0.017017191171663955 0.017922869820623751 0.011447830686578354 0.0046623573054155876 0.019575868623202139 -0.018779593058318209
leaf_weight=0.0014474687841317811 0.0015915928177489252 0.0010048889002597637 0.0011238125584352235 0.0015950111207687734 0.00120293032353538 0.001597423851761634
leaf_count=586 895 143 265 787 158 1076
internal_value=0 0.00523515 -0.00186102 -0.00435922 0.000224315 -0.00706748
internal_weight=0 0.00245236 0.00711077 0.00598696 0.00439537 0.00319243
internal_count=3910 729 3181 2916 2021 1863
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 1 2
split_gain=2.58546e-05 3.52581e-05 5.49494e-05 3.07286e-05 4.60384e-05 6.36734e-05 4.74667e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.00028873241575955237 -0.00033169754660452341 -0.00037725421865314322 -0.00019973618657434284 7.968654504705306e-05 0.00016465234921238841 0.00069827842520156546 -0.00034388270288320812
leaf_weight=0.0010408945755237429 0.0013385879403576923 0.0011909870617349229 0.0012488781498751766 0.0015950920566424401 0.0018809773681068374 0.0010681566605726875 0.0011293851909995626
leaf_count=517 856 847 333 459 424 233 241
internal_value=0 -3.68647e-05 1.17777e-05 7.87092e-05 0.000140001 0.000327787 -2.61326e-05
internal_weight=0 0.00945206 0.00811348 0.00692249 0.00567361 0.00266325 0.00301036
internal_count=3910 3393 2537 1690 1357 692 665
is_linear=0
shrinkage=0.00196078


Tree=7066
num_leaves=9
num_cat=0
split_feature=11 3 15 3 43 160 3 2
split_gain=2.28575e-05 3.06361e-05 3.51988e-05 0.000147029 3.48011e-05 4.43663e-05 6.91309e-05 1.51714e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088190000000000004 -0.076734999999999984 -0.049504999999999987 -0.025614999999999995 0.094625000000000015 0.10946500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=0.00031564268784911663 -0.00028188951587480225 -0.00071938458292862442 0.00026576790817158517 0.0003402965052165186 0.00030568774407125742 -0.00047354211608974077 -7.8248933719598669e-05 0.00025058979898921811
leaf_weight=0.0012299809826920487 0.0010219063256808108 0.001132953896582042 0.0014268580503517285 0.001261117471013054 0.0011659684038555994 0.001404449282474394 0.0010838351856752152 0.0010738461494297098
leaf_count=222 304 1337 836 450 227 266 113 155
internal_value=0 2.63027e-05 -1.53258e-05 -7.16402e-05 5.08908e-05 -2.63018e-05 -0.00013497 8.54092e-05
internal_weight=0 0.00977901 0.00854903 0.00712217 0.00598922 0.0047281 0.00356213 0.00215768
internal_count=3910 3606 3384 2548 1211 761 534 268
is_linear=0
shrinkage=0.00196078


Tree=7067
num_leaves=7
num_cat=0
split_feature=52 160 1 4 16 43
split_gain=9.97025e-06 1.82573e-05 2.90356e-05 5.25503e-05 3.46029e-05 1.66605e-05
threshold=-0.081429999999999989 0.043720000000000009 0.090355000000000005 0.053925000000000008 -0.083144999999999983 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=0.014311492613963795 0.0049840940192562508 -0.013386984918502806 0.023222789919858541 -0.0031194524577603049 -0.016713083351523803 -0.0028776352407567877
leaf_weight=0.001134890632381714 0.0013515842621450659 0.0011523951967238192 0.0012229338187086116 0.0019889808501143079 0.001611306034526036 0.0011206906042682092
leaf_count=513 723 277 406 504 1029 458
internal_value=0 -0.00183224 0.00032421 0.00691033 -0.00681546 0.00577104
internal_weight=0 0.0073272 0.0061748 0.00321191 0.00296289 0.00225558
internal_count=3910 2939 2662 910 1752 971
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=9
num_cat=0
split_feature=403 13 16 15 16 15 3 3
split_gain=4.18276e-05 4.41555e-05 6.16145e-05 6.95584e-05 6.3686e-05 4.14799e-05 8.60491e-05 2.94692e-05
threshold=0.087440000000000004 0.11202500000000001 0.15737500000000001 -0.0063699999999999989 -0.079209999999999989 -0.10071499999999999 0.090325000000000003 0.10223
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.0002420882080103977 -0.00038718067727232941 0.00035320856834598246 -0.00036605256272730362 -2.7569378554144005e-05 0.0005809530270142109 -0.00069991475564432819 0.0001064891733595848 -0.00018407455505175667
leaf_weight=0.001578374780784588 0.0010216238415931287 0.0013947388562266716 0.0016345300819116072 0.0012022517011205996 0.0014693631362924812 0.0010253494188282321 0.0010097526537364773 0.0010315684682913346
leaf_count=427 349 237 522 609 731 780 117 138
internal_value=0 2.8696e-05 -2.18683e-05 5.50219e-05 0.000307112 -8.99688e-05 -0.000299803 7.36493e-05
internal_weight=0 0.0103459 0.00895119 0.00731666 0.00267161 0.00464505 0.0020351 0.00260994
internal_count=3910 3561 3324 2802 1340 1462 897 565
is_linear=0
shrinkage=0.00196078


Tree=7069
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 52 1
split_gain=1.85954e-05 2.2104e-05 0.000107234 4.42157e-05 3.64413e-05 3.66646e-05 5.3626e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.088669999999999985 0.084240000000000023 0.088495000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00019689003768104984 -0.00025827873999838177 -0.00020184920626701699 0.00056564625615387063 0.00031189477214037817 0.00023405602216788174 -0.00044476487181724009 -0.00030236694446170441
leaf_weight=0.0011605550919969905 0.0010113655450949771 0.0014541824013586703 0.0013493756831084941 0.0011398407274984352 0.0012816815932452886 0.001482300311494658 0.0016248631393178496
leaf_count=361 304 114 591 421 790 786 543
internal_value=0 2.14016e-05 0.000167553 -3.98524e-05 -0.000112101 -0.000193808 -6.58237e-05
internal_weight=0 0.0094928 0.00280356 0.00668924 0.0055494 0.00438885 0.00290654
internal_count=3910 3606 705 2901 2480 2119 1333
is_linear=0
shrinkage=0.00196078


Tree=7070
num_leaves=8
num_cat=0
split_feature=157 160 133 133 160 2 1
split_gain=1.04689e-05 3.28272e-05 5.59024e-05 2.23229e-05 5.29913e-05 8.28015e-05 6.84055e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.087825000000000014 0.10742000000000002 0.087720000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.0096339413856044321 -0.016708402058206367 -0.01965254553056537 0.04371287164757881 -0.0066035885525750661 -0.011668083180329906 -0.0082558571329323597 0.010834065881898896
leaf_weight=0.0010006497314595042 0.0011745796316210413 0.0010889851860795231 0.0010087501983070384 0.0013382667758168052 0.0010815187457063925 0.0012239463985775027 0.0016978505763244967
leaf_count=587 813 845 214 571 228 296 356
internal_value=0 -0.00117229 0.00128067 0.0048704 0.00793406 0.0133277 0.023088
internal_weight=0 0.0086139 0.00743932 0.00635033 0.00501207 0.00393055 0.0027066
internal_count=3910 3323 2510 1665 1094 866 570
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=8
num_cat=0
split_feature=4 42 47 160 133 51 2
split_gain=1.19436e-05 2.01175e-05 3.05057e-05 4.57381e-05 7.91788e-05 3.5469e-05 2.95258e-05
threshold=0.28937500000000005 0.092145000000000019 0.094695000000000015 -0.026849999999999995 0.083815000000000014 0.077145000000000005 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.015477226521283161 0.0091644866579616083 -0.012994864890332199 0.016867538676430635 -0.032339158864479176 0.013610897477824275 -0.00052668889998561705 -0.0094274697475945548
leaf_weight=0.001204224576415819 0.0012290895643396567 0.0012678646471393955 0.0010001397805554039 0.0012226113652252808 0.0014191475276274963 0.001198857754291674 0.001041664123930764
leaf_count=691 426 702 251 707 529 222 382
internal_value=0 -0.00139348 0.000682117 -0.00197749 -0.00628273 -0.0144349 -0.0217988
internal_weight=0 0.00835451 0.00708665 0.00608651 0.00488228 0.00346313 0.00226428
internal_count=3910 3484 2782 2531 1840 1311 1089
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=6
num_cat=0
split_feature=133 160 42 12 0
split_gain=1.32181e-05 2.70776e-05 2.09306e-05 2.83968e-05 3.4458e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.010100243586215092 -0.012384352339848682 -0.0077455069238675182 0.011388336648409044 -0.012255976736766282 0.012696118885977277
leaf_weight=0.0011336878051879532 0.0017724673387002786 0.001476906490144728 0.0016257060832279143 0.0016836840658635138 0.0018671600025296816
leaf_count=604 1086 164 685 766 605
internal_value=0 -0.00140111 0.0015248 -0.00166454 0.00366808
internal_weight=0 0.00842592 0.00665346 0.00502775 0.00334407
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=8
num_cat=0
split_feature=47 4 4 1 4 48 12
split_gain=2.15007e-05 3.67687e-05 4.91443e-05 3.25481e-05 3.62885e-05 8.04223e-05 2.6268e-05
threshold=0.11669500000000001 0.24280000000000004 0.055260000000000011 0.095575000000000007 -0.076329999999999995 0.08407000000000002 0.086865000000000012
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=-0.00012793710218321871 -0.00027384035080202352 0.00028351853753434339 -0.00043564087509919243 0.00028394189219382567 -0.00064736573448204127 0.00010095639811329506 0.00025145488823115629
leaf_weight=0.0011795226117615966 0.0010375874004300645 0.001710488893331032 0.0010178522560066782 0.0014748377602589076 0.0010009015567494992 0.0012315357741736052 0.0017317739082042263
leaf_count=484 179 512 281 527 968 315 644
internal_value=0 2.36705e-05 -3.45331e-05 2.71522e-05 -4.64759e-05 -0.00023455 9.77428e-05
internal_weight=0 0.00934691 0.00763642 0.00661857 0.00514373 0.00223244 0.0029113
internal_count=3910 3731 3219 2938 2411 1283 1128
is_linear=0
shrinkage=0.00196078


Tree=7074
num_leaves=9
num_cat=0
split_feature=11 3 47 15 150 43 12 16
split_gain=2.52901e-05 2.38376e-05 2.9761e-05 4.13611e-05 5.75419e-05 6.21781e-05 3.16808e-05 1.76495e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 -0.096369999999999983 0.086420000000000011 -0.078454999999999983 0.086765000000000023 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=0.00027901473937191884 -0.00029727799761556398 0.00037230246295163051 -0.00039757294021998754 0.00045788109253680107 -0.00041135632534007902 -0.00030365600967060592 0.00011478771439011199 -4.8548206047136415e-05
leaf_weight=0.0012234022015280782 0.0010498338058769216 0.0012648708900240514 0.0010238871311855726 0.0012138627097191199 0.0011438838465197719 0.001262614829489798 0.0015491162926274432 0.0012216554496811099
leaf_count=222 304 469 199 689 321 515 952 239
internal_value=0 2.27765e-05 -1.33394e-05 5.44879e-05 -2.32751e-05 8.69993e-05 -7.31155e-05 -0.000207691
internal_weight=0 0.00990329 0.00867989 0.00643435 0.00516948 0.00402559 0.00281173 0.00224554
internal_count=3910 3606 3384 2946 2477 2156 1467 438
is_linear=0
shrinkage=0.00196078


Tree=7075
num_leaves=9
num_cat=0
split_feature=11 3 3 2 48 13 16 51
split_gain=4.47883e-05 5.0771e-05 3.69236e-05 4.23957e-05 8.0445e-05 3.83173e-05 6.9868e-05 4.11325e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.08323499999999999 0.113945 0.087645000000000015 -0.094679999999999986 -0.057604999999999996 -0.070859999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.00038879160532647041 -0.00040291330145732511 -0.00036553505702541374 0.00028798574693618688 -0.00025046386891220876 0.00054157506581486937 -0.00046983476270802952 -0.00013795077892342459 0.00038681701656921732
leaf_weight=0.0013314423680097541 0.0010009080432923411 0.0010582592808516507 0.0012164435510105963 0.0016897355667131473 0.0012619414901341233 0.0013427417738055562 0.0013130604926298779 0.0010206322655735875
leaf_count=247 279 981 170 500 294 733 287 419
internal_value=0 3.16733e-05 -2.17348e-05 2.46451e-05 0.000100173 -1.36705e-05 -0.000113481 9.15546e-05
internal_weight=0 0.0102343 0.00890281 0.00784456 0.00615482 0.00489288 0.00367643 0.00233369
internal_count=3910 3631 3384 2403 1903 1609 1439 706
is_linear=0
shrinkage=0.00196078


Tree=7076
num_leaves=9
num_cat=0
split_feature=50 15 47 3 49 0 43 0
split_gain=1.9546e-05 3.8246e-05 6.18609e-05 6.36415e-05 4.20884e-05 4.4328e-05 4.05999e-05 1.18724e-05
threshold=0.086465000000000014 -0.15202999999999997 0.096175000000000024 -0.069909999999999986 -0.006494999999999999 -0.10071499999999999 -0.089949999999999988 -0.082709999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=0.00038463069390160334 -0.00025087666024927862 -0.00046215513207385094 -0.00040752025644032603 -1.7974936739040371e-05 0.00065077387297144112 0.00011983002946017488 0.00015808869449960723 -0.00014259768111887319
leaf_weight=0.0010222200881821715 0.0010909748182712795 0.0010953095339716235 0.0013177364968848092 0.0017686275950501897 0.0011854292978006108 0.0012337843342106224 0.0010025837045248116 0.0010169501004674783
leaf_count=413 715 390 235 313 136 302 755 651
internal_value=0 2.60253e-05 -1.64986e-05 5.40595e-05 0.000211923 0.000379996 -0.000158185 6.67601e-06
internal_weight=0 0.00964264 0.00862042 0.00730268 0.00418784 0.00241921 0.00311484 0.00201953
internal_count=3910 3195 2782 2547 751 438 1796 1406
is_linear=0
shrinkage=0.00196078


Tree=7077
num_leaves=8
num_cat=0
split_feature=52 42 47 1 3 3 0
split_gain=2.50281e-05 3.3514e-05 5.63714e-05 7.52073e-05 9.76749e-05 7.59887e-05 7.06386e-05
threshold=-0.24456499999999998 -0.082904999999999993 0.096175000000000024 0.094695000000000015 -0.100615 0.084925000000000014 -0.13506999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5
right_child=1 2 -4 6 5 -7 -8
leaf_value=-0.00028199924193495103 0.00032609678507020638 0.00041596253990200036 -0.00041147725099858654 3.7067057235379653e-05 -0.00050972250292368002 4.977977130916311e-05 0.00072003772686040452
leaf_weight=0.0010918463605490156 0.0012847923634328054 0.0011332439272782741 0.0011790287563172757 0.0013213824759646824 0.0019442861838614798 0.0017947536960367799 0.0010408652922629107
leaf_count=449 522 189 278 214 1587 144 527
internal_value=0 3.1134e-05 -1.39083e-05 5.08844e-05 -8.83194e-05 -0.000241159 0.000338001
internal_weight=0 0.00969835 0.00841356 0.00723453 0.00487228 0.00373904 0.00236225
internal_count=3910 3461 2939 2661 1920 1731 741
is_linear=0
shrinkage=0.00196078


Tree=7078
num_leaves=7
num_cat=0
split_feature=4 151 16 0 16 1
split_gain=1.09848e-05 1.93455e-05 2.41349e-05 3.59947e-05 3.53745e-05 5.48289e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.092424999999999993 -0.11524 -0.055679999999999993 0.081005000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.0092583707342248755 0.008735931551292403 -0.025270743058638374 0.01276970888584956 0.00083496770626532199 0.0057912897822956109 -0.020157898360104624
leaf_weight=0.0014284926480234439 0.0012401086408112038 0.0010745092097939417 0.0015606925317809698 0.001038747591702941 0.0018729433493401974 0.0014405205153040226
leaf_count=564 426 188 954 431 750 597
internal_value=0 -0.00134535 -0.00351315 -0.0124388 0.000356673 -0.00549006
internal_weight=0 0.00841591 0.00698741 0.00211326 0.00487416 0.00331346
internal_count=3910 3484 2920 619 2301 1347
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=8
num_cat=0
split_feature=133 160 42 151 4 2 16
split_gain=9.89828e-06 2.39846e-05 2.03866e-05 2.82866e-05 9.71109e-05 4.27746e-05 5.10671e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 0.10648500000000001 -0.029944999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.008692305431930324 -0.011515719207226823 -0.011229315483500197 -0.010644323534095723 0.0056378988932936679 0.031221439264008818 0.015526448021269216 -0.024084456140125853
leaf_weight=0.0011424403952689155 0.0017873394134683774 0.0010566125305921424 0.0010809244703552812 0.0011679901409559993 0.0012409114316214976 0.0010181351824887245 0.0011444977597232782
leaf_count=604 1086 618 350 406 259 235 352
internal_value=0 -0.0012219 0.00152044 0.00390374 0.00734359 -0.00155273 -0.00907231
internal_weight=0 0.00849641 0.00670907 0.00565246 0.00457153 0.00333062 0.00231249
internal_count=3910 3306 2220 1602 1252 993 758
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=8
num_cat=0
split_feature=157 160 133 2 43 3 4
split_gain=1.05713e-05 2.5678e-05 4.82509e-05 2.31942e-05 3.3629e-05 5.3333e-05 7.78716e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 0.11339500000000001 -0.089949999999999988 -0.074234999999999982 0.0057500000000000008
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=0.0096472484922000921 -0.01493686864405408 -0.0184371821911186 -0.0057848678623671664 -0.0079126146808247665 0.029059114582097645 -0.014655310279634102 0.02118623615753791
leaf_weight=0.0010081082893255893 0.0011714638970386779 0.001090615107203723 0.001414934299566606 0.0012434596064364103 0.0012581998892008425 0.0011844711315693918 0.0012416173719536239
leaf_count=587 813 845 366 350 532 244 173
internal_value=0 -0.00117627 0.000992357 0.00433324 0.00731942 0.0123521 0.00368758
internal_weight=0 0.00860476 0.0074333 0.00634268 0.00509922 0.00368429 0.00242609
internal_count=3910 3323 2510 1665 1315 949 417
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=7
num_cat=0
split_feature=42 47 4 12 3 49
split_gain=1.21233e-05 2.67114e-05 3.9647e-05 3.74429e-05 2.58301e-05 1.5887e-05
threshold=-0.082904999999999993 0.087850000000000025 -0.065054999999999988 0.089855000000000004 0.094625000000000015 -0.04682999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0087539405326598121 -0.018661733985813642 -0.011745389929393854 -0.0075873731548585207 0.0056851318841412042 0.018856043587872972 0.0090862734539546505
leaf_weight=0.0013484665125047543 0.0014294639225604817 0.0019367998119201868 0.0010218148894463055 0.001131774255972762 0.0014221080585178013 0.0012965518101279382
leaf_count=577 703 442 298 499 254 1137
internal_value=0 -0.00147444 0.00168228 -0.0079032 0.00824582 0.0017374
internal_weight=0 0.00823851 0.00630171 0.00256124 0.00374047 0.00231837
internal_count=3910 3333 2891 1202 1689 1435
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=8
num_cat=0
split_feature=133 52 13 12 3 1 52
split_gain=1.23791e-05 2.30063e-05 3.65385e-05 3.08534e-05 4.17321e-05 4.8956e-05 2.84124e-05
threshold=-0.085714999999999986 0.11401500000000002 -0.083514999999999992 0.093125000000000013 -0.062694999999999987 0.10915500000000002 -0.023079999999999996
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=0.0097584996407029875 0.01269908652014469 -0.014145169853491932 -0.024840133338658713 0.011153783683752916 -0.0052634341938957059 -0.019861866294791114 0.017760779253456899
leaf_weight=0.0011378632324476846 0.0018968504875259617 0.0012050711299910494 0.0010357446295139257 0.0011365847701904474 0.0010208277676893845 0.0010106364444870896 0.0011284246175135423
leaf_count=604 796 577 769 603 229 195 137
internal_value=0 -0.00135319 0.000779211 -0.00346109 -0.00742022 -0.00171034 0.006825
internal_weight=0 0.00843414 0.00722907 0.00533222 0.00419563 0.00315989 0.00214925
internal_count=3910 3306 2729 1933 1330 561 366
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=7
num_cat=0
split_feature=160 49 133 2 3 4
split_gain=1.25198e-05 3.21702e-05 4.42093e-05 3.47692e-05 3.70702e-05 2.39369e-05
threshold=-0.07353999999999998 -0.081419999999999979 -1.0000000180025095e-35 0.113945 -0.076734999999999984 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.0077929601129347569 0.013646353311373031 -0.02372836103666362 -0.0088825433304812757 -0.016999315616781238 -0.00064065673431817904 0.017667197647376079
leaf_weight=0.001684913621733169 0.0011631500718064401 0.0010031170286822384 0.0017011395618449902 0.0010927522145516757 0.0012638247894120539 0.0016420280359213076
leaf_count=942 242 866 987 353 292 228
internal_value=0 -0.00170553 -0.00436954 -0.000962522 0.00284131 0.00970467
internal_weight=0 0.00786601 0.00670286 0.00569974 0.00460699 0.00290585
internal_count=3910 2968 2726 1860 1507 520
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=9
num_cat=0
split_feature=4 0 157 16 1 151 2 2
split_gain=3.43657e-05 7.73328e-05 5.42574e-05 6.65368e-05 8.15909e-05 6.86813e-05 6.50825e-05 5.80608e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.07453499999999999 -0.055679999999999993 0.085835000000000009 -0.0032449999999999996 0.086875000000000022 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 -7
right_child=1 -3 3 6 5 7 -8 -9
leaf_value=-0.00034335523640159269 0.00040767160205326799 0.00054224423279346983 -0.00031443843883376869 -0.00066959057706240173 -0.00023447512702465728 0.00012635225750559192 -5.307810778337124e-05 0.00068687241328689737
leaf_weight=0.0010214750184111667 0.0010057959267268839 0.0010346733367664384 0.0017035102310607349 0.0011967986334126541 0.0010443817767632948 0.0017780231661775983 0.0014631772709843226 0.0011833627192976448
leaf_count=192 423 223 1083 527 175 428 654 205
internal_value=0 3.35262e-05 -2.26183e-05 -7.43294e-05 4.5005e-05 0.000197863 -0.000330465 0.000350335
internal_weight=0 0.0104097 0.00937505 0.00836925 0.00570928 0.00400577 0.00265998 0.00296139
internal_count=3910 3718 3495 3072 1891 808 1181 633
is_linear=0
shrinkage=0.00196078


Tree=7085
num_leaves=8
num_cat=0
split_feature=133 40 43 43 2 3 3
split_gain=1.34584e-05 2.11572e-05 3.47357e-05 4.06929e-05 3.61683e-05 4.21498e-05 7.02904e-05
threshold=-0.085714999999999986 -0.012844999999999997 -0.17307499999999998 -0.079374999999999987 0.10796500000000002 0.090325000000000003 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.010191370270507783 0.011535718933187415 0.013505312553578952 -0.024303280329847365 0.014939627716251618 -0.014175230628743868 0.019925899108372638 -0.019424962685891681
leaf_weight=0.0011358336186375008 0.0010988642094475918 0.0010485555804759751 0.0010325498517876923 0.0010814684758348966 0.0017800091301516611 0.0010645029613252153 0.0013238056830100564
leaf_count=604 368 203 857 940 439 184 315
internal_value=0 -0.00140408 -0.0033437 -0.00615589 -0.00258658 0.00335844 -0.00397383
internal_weight=0 0.00842976 0.00733089 0.00628234 0.00524979 0.00346978 0.00240527
internal_count=3910 3306 2938 2735 1878 1439 1255
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=7
num_cat=0
split_feature=2 52 4 4 0 4
split_gain=1.1765e-05 4.25767e-05 3.00322e-05 3.16144e-05 2.47927e-05 2.14333e-05
threshold=0.10946500000000002 0.090300000000000005 0.15045000000000003 -0.076329999999999995 -0.10131499999999999 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.0091686810311999746 0.015097866860559132 -0.016621868460344729 0.017545923964994572 -2.450334868913568e-05 -0.019552968952099785 -0.0030578794451170815
leaf_weight=0.0016848701833751725 0.0012570030905402273 0.0015766770234648684 0.0010164505109403962 0.0015268664643433556 0.001132166371993902 0.0013469847048922482
leaf_count=972 353 745 231 209 986 414
internal_value=0 -0.00217663 0.00207225 -0.00154851 -0.00833936 0.0057063
internal_weight=0 0.00693703 0.00536035 0.0043439 0.00265903 0.00260399
internal_count=3910 3143 2398 2167 1195 767
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=6
num_cat=0
split_feature=160 49 52 12 0
split_gain=1.05513e-05 3.26609e-05 3.10883e-05 4.87936e-05 5.46453e-05
threshold=-0.026849999999999995 -0.081419999999999979 -0.0041199999999999995 0.090480000000000019 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0067558712072606124 0.013851791856750638 -0.015214432652732514 -0.0096770879909069824 -0.014251223716856293 0.017882159028400135
leaf_weight=0.0018501617473848635 0.0011537957790603171 0.0018886533426041045 0.0011615358237894047 0.0015809783882197344 0.0018904843517353149
leaf_count=1071 236 902 252 677 772
internal_value=0 -0.00165695 -0.00440073 7.50718e-06 0.00739368
internal_weight=0 0.00767545 0.00652165 0.004633 0.00305202
internal_count=3910 2839 2603 1701 1024
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=8
num_cat=0
split_feature=4 16 52 16 1 15 52
split_gain=2.10191e-05 2.31035e-05 3.66964e-05 6.9311e-05 4.21466e-05 4.15278e-05 1.82632e-05
threshold=0.28937500000000005 -0.30307999999999996 0.10433000000000002 0.31524000000000002 0.095575000000000007 -0.0063699999999999989 0.0033900000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00031394206073581947 0.00023079868063228404 -0.000318748762279244 0.00030382878357858718 -0.00053353238306701938 0.00031457302727940027 -5.6402867672092696e-05 0.00028669203703259315
leaf_weight=0.0010115407667183217 0.0013129237378703982 0.0016176497881381971 0.0012852534975697277 0.0010004928460177771 0.00144896816337493 0.0014392134081956237 0.0010187144823938508
leaf_count=210 426 795 571 355 379 634 540
internal_value=0 -3.51174e-05 9.94287e-07 -5.86558e-05 2.73441e-05 -7.47728e-05 8.57965e-05
internal_weight=0 0.00882183 0.00781029 0.00652504 0.00552455 0.00407558 0.00245793
internal_count=3910 3484 3274 2703 2348 1969 1174
is_linear=0
shrinkage=0.00196078


Tree=7089
num_leaves=8
num_cat=0
split_feature=4 16 52 4 43 1 1
split_gain=1.03146e-05 2.16678e-05 3.09843e-05 4.00168e-05 3.02922e-05 6.52496e-05 4.19795e-05
threshold=0.28937500000000005 -0.27337499999999998 0.11110500000000002 -0.34687499999999999 -0.075819999999999985 0.095575000000000007 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.014077610856234331 0.0085498542169198978 -0.019837830454029117 0.016869627383582223 -0.0093022868989073373 0.0098171337593225046 0.02840105212080607 -0.016801913498068973
leaf_weight=0.0011417943539673006 0.0012236925120311876 0.0010369358367601309 0.0010228039424064637 0.0016754257260627355 0.0013514661537898898 0.0010130471263219559 0.0010548877539243281
leaf_count=226 426 245 517 1044 938 227 287
internal_value=0 -0.00128493 0.000756645 -0.00193107 0.00171344 0.00711089 -0.00185202
internal_weight=0 0.00829636 0.00715457 0.00613176 0.00509483 0.0034194 0.00240635
internal_count=3910 3484 3258 2741 2496 1452 1225
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=7
num_cat=0
split_feature=0 1 15 2 3 48
split_gain=1.1528e-05 2.21551e-05 3.67095e-05 2.35797e-05 3.64676e-05 4.7412e-05
threshold=0.10302000000000001 0.076710000000000014 0.083935000000000023 0.11542500000000001 -0.074234999999999982 0.08407000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.02410268353661002 0.0086932916006149333 0.011229790404323741 0.0024047300865900258 0.013664738919436021 -0.01751268664269191 0.0069015633795341987
leaf_weight=0.0010023560763587948 0.0013095974313987709 0.0015199276263776276 0.0010912093362870493 0.0012860576108616115 0.0019396951946870963 0.0013483641651532057
leaf_count=1075 210 711 854 383 463 214
internal_value=0 -0.00141149 -0.0102865 0.00163744 -0.00157966 -0.00750091
internal_weight=0 0.00818761 0.00209357 0.00609404 0.00480799 0.00328806
internal_count=3910 3700 1929 1771 1388 677
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=7
num_cat=0
split_feature=50 16 160 43 49 1
split_gain=3.6799e-05 4.22963e-05 6.10388e-05 4.19292e-05 3.47794e-05 3.87393e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.070974999999999996 -0.044024999999999988 -0.045004999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00015607527583313158 -0.00034542916154518599 0.00055593768325653452 0.0002414130837922529 -0.00021346362956823023 7.3877114767923275e-06 -0.0003931850124904658
leaf_weight=0.0016112266899898997 0.0011041461573845076 0.001183893158148105 0.0017042675487912353 0.0014351702909011386 0.0018945073050181819 0.0018198526655492202
leaf_count=267 715 428 555 414 1134 397
internal_value=0 3.24572e-05 0.000176541 3.34696e-05 -8.45109e-05 -0.000188873
internal_weight=0 0.00964892 0.00432333 0.00313944 0.00532559 0.00371436
internal_count=3910 3195 1397 969 1798 1531
is_linear=0
shrinkage=0.00196078


Tree=7092
num_leaves=7
num_cat=0
split_feature=42 2 3 160 0 12
split_gain=1.12426e-05 2.35685e-05 3.6628e-05 3.53638e-05 4.39723e-05 4.99675e-05
threshold=-0.088669999999999985 0.086545000000000025 -0.075954999999999981 0.088785000000000017 -0.13506999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.0087728842261077175 -0.02278933025691153 -0.013666137067771046 0.0010478866830710726 0.01873724459573296 0.02222291595172916 -0.0050934214430047647
leaf_weight=0.0012605273856840299 0.0011286878137277468 0.0018042058920742115 0.0015030278107500531 0.0010607412226647534 0.0011582910028676301 0.0015873178687176674
leaf_count=480 963 331 444 238 528 926
internal_value=0 -0.00136764 -0.0091754 0.0022947 -0.0015387 0.00643053
internal_weight=0 0.00824227 0.00263172 0.00561056 0.00454981 0.00274561
internal_count=3910 3430 1407 2023 1785 1454
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=9
num_cat=0
split_feature=159 484 2 150 0 133 47 16
split_gain=4.17285e-05 3.50548e-05 4.75324e-05 4.6181e-05 9.24754e-05 5.5977e-05 4.25791e-05 5.79079e-05
threshold=-1.0000000180025095e-35 0.084225000000000008 0.086545000000000025 0.083435000000000023 -0.13506999999999997 1.0000000180025095e-35 0.09550500000000002 -0.083564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00039143748249439021 -2.7213089079312389e-05 0.00036009173295255416 -0.00047920903815537569 0.00039600019440499073 0.00038080300805655735 -0.00014659302121781175 0.00011764119285747311 -0.00067201884057826176
leaf_weight=0.0010070243052615899 0.0010269509897813122 0.0010850699639156159 0.0011716900439420128 0.0014488685424047061 0.0018880319044393421 0.0013110117392908082 0.0010551916972825382 0.0011188906942038066
leaf_count=633 469 364 202 248 692 550 161 591
internal_value=0 2.71181e-05 -1.29345e-05 9.26267e-05 -7.93949e-06 0.000164669 -0.000204849 -0.000363429
internal_weight=0 0.0101057 0.00902064 0.0058196 0.00437073 0.00319904 0.00320103 0.00214584
internal_count=3910 3277 2913 1692 1444 1242 1221 1060
is_linear=0
shrinkage=0.00196078


Tree=7094
num_leaves=8
num_cat=0
split_feature=484 1 457 0 133 43 3
split_gain=1.11999e-05 2.43781e-05 3.78032e-05 3.45815e-05 3.19707e-05 6.2676e-05 2.83321e-05
threshold=0.084225000000000008 0.12263000000000002 0.069705000000000003 -0.11756999999999999 0.090085000000000012 -0.07526999999999999 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.019623855486333292 0.0096857512629962093 0.011493796443124002 0.012673532103948074 0.020112686390888548 -0.017356508789549162 -0.019392353099008122 0.003843481653912319
leaf_weight=0.0015483739881432153 0.0010548711585426042 0.0012761577488017949 0.0012023853712837982 0.0012639985283403954 0.001065761471359616 0.0010769061022635348 0.0010235025337381526
leaf_count=352 470 333 247 705 612 1009 182
internal_value=0 -0.00124205 -0.0035054 -0.00675925 -0.00226299 0.00251827 -0.00806983
internal_weight=0 0.00845709 0.00718093 0.00597854 0.00443017 0.00336441 0.00210041
internal_count=3910 3440 3107 2860 2508 1896 1191
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=8
num_cat=0
split_feature=0 16 0 4 16 4 16
split_gain=1.73894e-05 2.92561e-05 2.55724e-05 2.52663e-05 3.55167e-05 3.50141e-05 3.39581e-05
threshold=0.10302000000000001 0.081265000000000018 -0.077944999999999987 0.0057500000000000008 -0.083564999999999987 0.055260000000000011 -0.48509999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7
right_child=-2 -3 -4 5 -6 6 -8
leaf_value=1.6636284775575532e-05 0.00020016857179708245 -0.00026441510938013461 0.00028638332374356291 0.0003800369328282369 -0.00046355971044036875 0.00015807674542315297 -0.00029406289672915381
leaf_weight=0.001417832392744842 0.0014334058072603866 0.0016940458888947338 0.0011764907443923729 0.0010305902054280934 0.0010169108162736277 0.0014037887505361365 0.0011716967404065673
leaf_count=624 210 587 728 134 1070 284 273
internal_value=0 -3.25202e-05 2.19101e-05 -2.95979e-05 -0.000183926 7.46008e-05 -4.76206e-05
internal_weight=0 0.00891136 0.00721731 0.00604082 0.00243474 0.00360608 0.00257549
internal_count=3910 3700 3113 2385 1694 691 557
is_linear=0
shrinkage=0.00196078


Tree=7096
num_leaves=7
num_cat=0
split_feature=4 42 0 1 3 42
split_gain=1.1516e-05 2.19267e-05 2.447e-05 4.05409e-05 3.98364e-05 3.14959e-05
threshold=0.28937500000000005 0.092145000000000019 -0.017269999999999997 0.11215000000000001 0.084925000000000014 0.083725000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.012697571387806472 0.0090253026848058464 -0.013556759743205178 0.012363100535168281 -0.018857573606237601 0.015292253115344276 0.0088820125433193963
leaf_weight=0.0018265417110687795 0.0012241742703123547 0.0012522803423350871 0.0014532662381375929 0.0011583933933279949 0.0015168333301222962 0.0010740531294220574
leaf_count=1234 426 702 288 184 169 907
internal_value=0 -0.00136591 0.000805979 -0.00220624 0.00216029 -0.00470693
internal_weight=0 0.00828137 0.00702909 0.00557582 0.00441743 0.00290059
internal_count=3910 3484 2782 2494 2310 2141
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=7
num_cat=0
split_feature=133 52 13 12 16 16
split_gain=1.13063e-05 2.27376e-05 3.5085e-05 3.09482e-05 3.25869e-05 4.90655e-05
threshold=-0.085714999999999986 0.11401500000000002 -0.083514999999999992 0.093125000000000013 -0.073459999999999984 0.050115000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0093676231537169943 0.012575775198093324 -0.014007638034143358 -0.018609528405911416 0.011369793545643821 0.01208801741859003 -0.015709311515673455
leaf_weight=0.0011290552451166764 0.0018799549041786968 0.0012040571821887759 0.0015826655438942504 0.0011259749545513148 0.0014172556671425867 0.0011504486571321641
leaf_count=604 796 577 587 603 419 324
internal_value=0 -0.00129368 0.000845463 -0.00333403 -0.00732311 -0.000366454
internal_weight=0 0.00836036 0.0071563 0.00527634 0.00415037 0.0025677
internal_count=3910 3306 2729 1933 1330 743
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=7
num_cat=0
split_feature=42 47 4 16 1 52
split_gain=1.10323e-05 2.07069e-05 3.51811e-05 3.77951e-05 2.59019e-05 2.21119e-05
threshold=-0.088669999999999985 0.087850000000000025 -0.06272999999999998 -0.008069999999999999 0.10031000000000002 -0.023079999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0086923623256275253 -0.022419904174381639 -0.010433502366297847 -0.0087483153749082949 0.0022664193724723659 0.017734664939155348 0.011430289445792248
leaf_weight=0.0012592840763155965 0.0010268567256416531 0.0019253346570353045 0.0011586691155823184 0.0015659973460944178 0.0015139025301331389 0.0010221037564664677
leaf_count=480 875 454 461 412 563 665
internal_value=0 -0.00135954 0.00141904 -0.00751019 0.00768541 0.00070917
internal_weight=0 0.00821286 0.00628753 0.00259285 0.00369468 0.00218077
internal_count=3910 3430 2976 1287 1689 1126
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=8
num_cat=0
split_feature=133 160 12 52 0 0 2
split_gain=1.01464e-05 2.34469e-05 2.21642e-05 5.31294e-05 5.02233e-05 3.75724e-05 1.5007e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.092365000000000017 0.048490000000000012 -0.10071499999999999 -0.22384499999999996 0.095195000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4
right_child=1 2 6 -5 -6 -7 -8
leaf_value=0.0088935091634363955 -0.011497919124372605 -0.0059823778592578442 0.0015702175433284463 0.021824735584092564 -0.018954582590229658 0.021066829135988577 -0.015551272825124482
leaf_weight=0.0011248960258247497 0.001753949011065784 0.0010295671212212643 0.0010088018612104612 0.0013747025138106331 0.0011018117251213595 0.0010245367011950308 0.0010393727107959523
leaf_count=604 1086 109 396 453 711 199 352
internal_value=0 -0.00122453 0.00151442 0.00541706 -0.00173005 0.0075091 -0.0071183
internal_weight=0 0.00833274 0.00657879 0.00453062 0.00315592 0.0020541 0.00204817
internal_count=3910 3306 2220 1472 1019 308 748
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=8
num_cat=0
split_feature=11 52 2 49 2 4 1
split_gain=3.32784e-05 3.62968e-05 2.88436e-05 2.79917e-05 4.68847e-05 7.77152e-05 5.54824e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.089910000000000004 -0.006494999999999999 0.11085000000000002 -0.08422499999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=3.7005650794650045e-05 -0.00034378918109384283 -0.00025261917989434832 0.00047427966942979993 -0.00051638688198565365 0.00033183352297589991 0.0002930609239815512 -0.00027425377616865037
leaf_weight=0.0012550234961291777 0.0010348807416169547 0.0018190085334789255 0.001078235002158234 0.0011303654053032618 0.0014397215942327773 0.001853132182224928 0.0010318010989123071
leaf_count=412 304 449 431 404 374 1168 368
internal_value=0 2.62778e-05 0.000239077 -4.19807e-05 2.82579e-05 -8.05919e-05 9.01599e-05
internal_weight=0 0.00960729 0.00233326 0.00727403 0.00545502 0.0040153 0.00288493
internal_count=3910 3606 843 2763 2314 1940 1536
is_linear=0
shrinkage=0.00196078


Tree=7101
num_leaves=8
num_cat=0
split_feature=4 42 0 1 3 133 1
split_gain=1.91825e-05 3.36231e-05 2.81373e-05 4.18008e-05 4.72152e-05 3.18934e-05 1.16786e-05
threshold=0.28937500000000005 0.092145000000000019 -0.017269999999999997 0.11215000000000001 0.084925000000000014 0.048655000000000011 0.087480000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00037926152061519943 0.0002176415567403773 -0.00031911265001340056 0.00025062401465698414 -0.00036252675315426623 0.00030862437364403825 0.00018214305226801298 -8.7133852662047624e-05
leaf_weight=0.0011016691520824181 0.0013324570201805755 0.0013545760055834631 0.0015636049472745025 0.0012578925315244564 0.0016414737179327801 0.0010231692147714046 0.0010071395297060915
leaf_count=956 426 702 288 184 169 822 363
internal_value=0 -3.45292e-05 1.62269e-05 -4.45397e-05 3.92557e-05 -0.000101921 -0.000239745
internal_weight=0 0.00894953 0.00759495 0.00603134 0.00477345 0.00313198 0.00210881
internal_count=3910 3484 2782 2494 2310 2141 1319
is_linear=0
shrinkage=0.00196078


Tree=7102
num_leaves=8
num_cat=0
split_feature=159 12 0 1 3 4 1
split_gain=1.04597e-05 3.00458e-05 4.26381e-05 8.1191e-05 5.44436e-05 2.76421e-05 4.75009e-05
threshold=0.08764000000000001 0.10129000000000001 -0.017269999999999997 0.11215000000000001 0.092005000000000017 -1.0000000180025095e-35 0.084330000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0079610208367550551 0.0095204093843496186 -0.016110014603046334 0.020128424191171397 -0.022693255667995526 0.025014947198897988 -0.010450150716414534 0.022281981103185605
leaf_weight=0.0010750650957751559 0.0010232303680352316 0.0011631285281596499 0.0010227661700898463 0.001444050789628711 0.0010073013159338923 0.0017334862018482345 0.0010046777452117925
leaf_count=1228 540 448 263 294 138 487 512
internal_value=0 -0.00118473 0.00119748 -0.00189322 0.0043377 -0.0011244 0.0066487
internal_weight=0 0.00845048 0.00728735 0.00626458 0.00482053 0.00381323 0.00207974
internal_count=3910 3370 2922 2659 2365 2227 1740
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 4 4 4
split_gain=2.6183e-05 3.53949e-05 4.56028e-05 7.16072e-05 2.93405e-05 2.4303e-05 5.12188e-05 4.1511e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.057994999999999998 -0.077679999999999985 0.0057500000000000008 0.057365000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00034102000955527003 -0.00030543024106462701 0.00036540537158876005 -0.00053066447778937602 0.00029764306331655046 0.00017232237768399007 -0.00047720406603894992 0.0003292169446892968 -0.00018481572006677198
leaf_weight=0.0011939731168508988 0.0010185262302632283 0.0010323061479513718 0.0011211502958375199 0.0011046744917371691 0.0013254415034928764 0.0011653133524494445 0.0010037660427661356 0.0015166158469050652
leaf_count=222 304 372 1375 582 197 398 113 347
internal_value=0 2.54349e-05 -2.01315e-05 -7.51258e-05 8.38352e-06 -5.5382e-05 -0.000137269 1.99027e-05
internal_weight=0 0.00946324 0.00826927 0.00723696 0.00611581 0.00501114 0.0036857 0.00252038
internal_count=3910 3606 3384 3012 1637 1055 858 460
is_linear=0
shrinkage=0.00196078


Tree=7104
num_leaves=9
num_cat=0
split_feature=47 4 1 13 4 3 13 3
split_gain=1.74388e-05 4.09105e-05 5.05757e-05 2.81532e-05 4.75709e-05 3.50898e-05 1.96945e-05 5.68821e-06
threshold=0.11669500000000001 0.25367000000000006 0.11097000000000001 -0.080814999999999984 0.015635000000000003 -0.010319999999999998 0.0024700000000000004 -0.055684999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00027299587376099108 -0.00025127642361097457 0.0003036087038038279 -0.0004503689094323449 0.00033892464234319512 0.00048355510450811228 -0.00025068796961393648 -2.4259619827868846e-05 -6.6427588168052422e-05
leaf_weight=0.0010274419485165171 0.0010155220311302031 0.001609682432671759 0.0010045432119443276 0.0010948198675572072 0.00100497297574288 0.0013392709646854297 0.0012068382411467209 0.0010226354145235956
leaf_count=970 179 497 226 968 258 216 487 109
internal_value=0 1.93212e-05 -4.01049e-05 2.14436e-05 0.000105901 1.66026e-06 0.000148495 -0.000169954
internal_weight=0 0.00931021 0.00770052 0.00669598 0.0046459 0.00364093 0.00230166 0.00205008
internal_count=3910 3731 3234 3008 1929 1671 1455 1079
is_linear=0
shrinkage=0.00196078


Tree=7105
num_leaves=9
num_cat=0
split_feature=160 159 160 133 2 13 2 0
split_gain=2.49445e-05 3.61291e-05 3.58515e-05 6.04114e-05 8.72454e-05 9.67908e-05 6.34522e-05 5.33177e-05
threshold=0.099550000000000013 0.087360000000000007 -1.0000000180025095e-35 -0.0023199999999999996 0.10113500000000002 -0.070604999999999987 0.11290500000000002 -0.07773999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -7
right_child=-2 -3 3 4 6 7 -8 -9
leaf_value=-0.0002979135367208543 -0.00029621145862245224 0.00037356536911970406 -0.00038116245029343746 0.00074322799051959663 -0.00054906367727628521 -0.00016018864660457519 9.6319148423313567e-05 0.00039644891566703279
leaf_weight=0.0014733342004176466 0.0010522957684950323 0.0010058195976087756 0.0011278922773879426 0.001243355512247803 0.00103731285904915 0.0015219566912419583 0.0013452726449531712 0.0011703159257355046
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internal_value=0 2.12785e-05 -1.84479e-05 3.6849e-05 0.00011147 0.000290746 -0.000184663 8.17786e-05
internal_weight=0 0.00992526 0.00891944 0.00744611 0.00631821 0.00393563 0.00238259 0.00269227
internal_count=3910 3599 3186 2281 1500 991 509 642
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Tree=7106
num_leaves=7
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split_feature=4 42 49 160 2 16
split_gain=1.03231e-05 1.82536e-05 2.33271e-05 4.67631e-05 3.34493e-05 4.17453e-05
threshold=0.28937500000000005 0.092145000000000019 -0.00064499999999999985 0.069910000000000014 0.084235000000000018 -0.074719999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.023706494386352771 0.0085281412100147065 -0.012406878538471413 0.015123496682983942 0.0056106539544828471 -0.01712900286735906 0.0072453746073290297
leaf_weight=0.0010083030883326523 0.0012237428259229783 0.0012576177546563694 0.001848882793656683 0.0011817361732508122 0.0011314840224925242 0.0018539719694129347
leaf_count=412 426 702 650 225 705 790
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internal_weight=0 0.008282 0.00702438 0.00219004 0.00483434 0.00298546
internal_count=3910 3484 2782 637 2145 1495
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=9
num_cat=0
split_feature=50 160 133 2 0 52 4 2
split_gain=3.10479e-05 4.7813e-05 3.82986e-05 4.00391e-05 4.75597e-05 6.37909e-05 4.42679e-05 2.71315e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.0023199999999999996 0.11339500000000001 -0.017269999999999997 -0.088354999999999989 0.0057500000000000008 0.089710000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.00031150281533208571 -0.00032745663650138578 -0.00039600575065181675 -0.00044331796205062291 -0.00030222348517476263 0.00041019993771641762 -0.00018111508173263672 6.5234665292319667e-05 0.00051815190743978684
leaf_weight=0.0018095621198684414 0.0010727646866020438 0.0010221981989044183 0.0010269924520158991 0.0012771124981396272 0.0013052879021925876 0.0011996537037601267 0.0010076687307993396 0.0010265318541271065
leaf_count=804 715 732 338 341 214 503 128 135
internal_value=0 2.41258e-05 -4.19895e-05 1.08911e-05 8.27331e-05 -1.75846e-05 0.000117618 0.000293793
internal_weight=0 0.00967501 0.00786545 0.00684325 0.00556613 0.00426085 0.00323385 0.0020342
internal_count=3910 3195 2391 1659 1318 1104 766 263
is_linear=0
shrinkage=0.00196078


Tree=7108
num_leaves=7
num_cat=0
split_feature=51 1 13 2 1 2
split_gain=9.62075e-06 2.32194e-05 2.59754e-05 4.21656e-05 2.99016e-05 2.49826e-05
threshold=-0.09021499999999999 0.11561500000000001 -0.017604999999999999 0.097940000000000013 0.092550000000000007 0.086915000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0081393729926244017 -0.022896993726368622 0.011179581030208602 0.019363788856044284 0.0017054743626282176 -0.0097727218406295623 -0.00025230715796926718
leaf_weight=0.0012463551223668668 0.0014433205580675955 0.0012655308900990933 0.0010981259798273919 0.001346547475084835 0.0015232367968421919 0.0015883267159157489
leaf_count=515 1421 451 404 307 321 491
internal_value=0 -0.00128566 -0.0035394 -0.0110225 0.00141981 0.00776605
internal_weight=0 0.00826509 0.00699956 0.00278987 0.00420969 0.00268645
internal_count=3910 3395 2944 1728 1216 895
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 48 3
split_gain=2.1698e-05 4.16939e-05 6.70635e-05 6.38694e-05 4.0921e-05 5.32489e-05 4.29151e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 -0.083144999999999983 0.086215000000000014 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00037025547150760423 -0.00027393273687273178 0.00046360166222919537 -0.00040008022606397015 0.00042728277324861717 -0.00030294618751970648 -0.00025224268859008709 -4.9278048476018201e-05
leaf_weight=0.0011812232698209515 0.001031430971478369 0.0014139263258029595 0.0014919034859119011 0.0014301039462161751 0.001590438369610423 0.001296566417866957 0.0011273727439737803
leaf_count=261 179 648 494 643 1072 216 397
internal_value=0 2.54533e-05 -2.33219e-05 5.8634e-05 -3.84877e-05 7.11058e-05 0.000236078
internal_weight=0 0.00953153 0.00835031 0.00685841 0.0054283 0.00383787 0.0025413
internal_count=3910 3731 3470 2976 2333 1261 1045
is_linear=0
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Tree=7110
num_leaves=9
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split_feature=11 3 42 3 15 16 1 13
split_gain=2.34518e-05 3.07488e-05 2.73028e-05 5.39625e-05 3.23239e-05 5.41229e-05 3.44622e-05 4.55319e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.11399999999999998 -0.094359999999999986 0.094695000000000015 -0.074599999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.00031461400795226965 -0.00028826703574124274 0.00028096022737722796 -0.0004508096649947641 0.00029915004804965034 -0.00038393797637120496 0.00021006092685465249 0.00030875666442421073 -0.00036136385490743154
leaf_weight=0.0012269026714450621 0.0010179619477678316 0.0010308145524339628 0.0011451951896446913 0.0012156630542388734 0.001401895821316476 0.0010362132419610101 0.0014126565285412554 0.0011108372256258209
leaf_count=222 304 372 1375 388 247 217 412 373
internal_value=0 2.47591e-05 -1.78138e-05 -5.98736e-05 1.26016e-05 -5.76069e-05 7.09099e-05 -8.55818e-05
internal_weight=0 0.00958018 0.00835328 0.00732246 0.00617727 0.0049616 0.00355971 0.00214705
internal_count=3910 3606 3384 3012 1637 1249 1002 590
is_linear=0
shrinkage=0.00196078


Tree=7111
num_leaves=8
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split_feature=15 16 52 16 15 15 3
split_gain=9.21587e-06 3.42818e-05 2.79168e-05 5.59714e-05 3.90272e-05 3.7624e-05 3.34772e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.10433000000000002 0.26538000000000006 -0.0063699999999999989 -0.096369999999999983 -0.089974999999999986
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011527965774834345 0.0011019109513661987 0.0011135328874625548 0.0011655387395585635 0.0010782034864922716 0.0010082668788472704 0.0011692906646690337 0.0017453000695192467
leaf_count=459 284 220 542 426 375 690 914
internal_value=0 -0.00120525 0.0012828 -0.0014208 0.003006 -0.00666198 0.0110212
internal_weight=0 0.00838204 0.00728013 0.00611459 0.00503639 0.00228282 0.00275357
internal_count=3910 3451 3167 2625 2199 910 1289
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=7
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split_feature=52 43 160 1 16 4
split_gain=1.20687e-05 2.25724e-05 1.77204e-05 2.14662e-05 3.57753e-05 3.38291e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.043720000000000009 0.090355000000000005 -0.083144999999999983 0.053925000000000008
decision_type=2 2 2 2 2 2
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leaf_value=0.016342376931880606 0.005872601666476217 -0.0037280667335045227 -0.013415608738483348 0.019055245023540838 -0.016250859270506433 -0.0022224103967042374
leaf_weight=0.0011274999733795858 0.0013571137981718371 0.001114003581942925 0.0011498482743998563 0.0012003520584103018 0.0015841376449936956 0.0019793235977835361
leaf_count=513 723 458 277 406 1029 504
internal_value=0 0.00636758 -0.00202531 0.000114415 -0.00604294 0.00581007
internal_weight=0 0.0022415 0.00727078 0.00612093 0.00294125 0.00317968
internal_count=3910 971 2939 2662 1752 910
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=8
num_cat=0
split_feature=50 4 151 1 47 3 3
split_gain=1.15484e-05 2.66065e-05 2.85748e-05 2.88132e-05 3.84405e-05 2.60076e-05 2.46934e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 -0.032959999999999996 -0.100615
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.012191155393743977 -0.010169694356286875 0.016212026226092285 0.0073880397116324742 -0.023821551516499322 0.00041425738040074391 0.01397362471243372 -0.013558881309574637
leaf_weight=0.0013588113025527759 0.001006712096112832 0.0010314197947245704 0.0010189611810467601 0.0013162326599211556 0.0013016332824498729 0.0012078083727048296 0.0012570760629076936
leaf_count=454 731 396 197 467 171 160 1334
internal_value=0 0.00115785 -0.00092339 -0.00384391 -0.0117712 0.00211291 -0.00418114
internal_weight=0 0.00849194 0.00746052 0.00610171 0.00261787 0.00348385 0.00227604
internal_count=3910 3179 2783 2329 638 1691 1531
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=9
num_cat=0
split_feature=50 4 40 2 3 12 0 4
split_gain=1.67463e-05 3.09863e-05 2.98523e-05 4.60523e-05 6.47187e-05 2.81112e-05 4.45274e-05 2.76132e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.11203000000000002 0.094625000000000015 0.092365000000000017 -0.083564999999999987 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.0003274966413884966 -0.00023714255126964826 0.0003310576227429902 -0.00029331999001378509 -0.00036092065901650996 0.00052631557529594756 -0.00027017998358042056 0.00035494056154807241 0.00013240687212409547
leaf_weight=0.0010425258430653006 0.0010482155749512402 0.0011134622428097497 0.0012025905830545741 0.0010021007947818095 0.0010860940362626414 0.0011546972805193886 0.0014104469786630131 0.0011419905778298693
leaf_count=274 715 396 775 302 120 633 527 168
internal_value=0 2.44986e-05 -1.79545e-05 2.816e-05 9.31883e-05 -2.62493e-06 7.96501e-05 -8.59584e-05
internal_weight=0 0.00915391 0.00804045 0.00699792 0.00599582 0.00490973 0.00375503 0.00234458
internal_count=3910 3195 2799 2525 2223 2103 1470 943
is_linear=0
shrinkage=0.00196078


Tree=7115
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 13 0 49
split_gain=3.10277e-05 3.19367e-05 3.10071e-05 6.73281e-05 3.84614e-05 3.09703e-05 4.25547e-05 2.38057e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.057994999999999998 -0.09547499999999999 -0.15291499999999997 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
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leaf_weight=0.0011909967540927194 0.0010234020879836625 0.0010421385461127095 0.001126806496121938 0.0011134138726420174 0.0014835159372369694 0.0010041414857459019 0.0014913075433479945 0.0010137265588419341
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internal_value=0 2.32847e-05 -1.99229e-05 -6.54826e-05 1.57843e-05 -5.77045e-05 -0.000158115 2.75108e-05
internal_weight=0 0.00946605 0.00827505 0.00723291 0.00610611 0.00499269 0.00350918 0.00201787
internal_count=3910 3606 3384 3012 1637 1055 792 205
is_linear=0
shrinkage=0.00196078


Tree=7116
num_leaves=7
num_cat=0
split_feature=150 15 1 4 43 13
split_gain=1.04654e-05 2.46624e-05 3.66813e-05 3.39095e-05 3.17993e-05 3.82298e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001294867867315573 0.001754342813590784 0.0010987333691070784 0.0017665435903125421 0.0010248268969912542 0.001067828824750892 0.0015046980547549836
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internal_value=0 -0.00162749 -0.00861084 0.00292501 -0.00156462 -0.00764691
internal_weight=0 0.0077575 0.00306141 0.00469609 0.00367126 0.00257253
internal_count=3910 3397 1384 2013 1900 1444
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=8
num_cat=0
split_feature=52 43 2 0 0 12 43
split_gain=9.58228e-06 1.74664e-05 1.59531e-05 3.26736e-05 3.51577e-05 4.39791e-05 6.3225e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.113945 -0.17106499999999999 -0.10209999999999998 0.091555000000000011 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 -4 4 5 -7 -8
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leaf_weight=0.0011235076424988991 0.0010863666577920249 0.0011123734344199033 0.0015338542854360076 0.0011385396540216954 0.001007699991035501 0.0011814992909366623 0.0013113029725793095
leaf_count=513 115 458 466 312 965 712 369
internal_value=0 0.00567835 -0.00180876 0.000617654 -0.00303804 0.0019268 0.00992743
internal_weight=0 0.00223588 0.00725926 0.00572541 0.00463904 0.0035005 0.002319
internal_count=3910 971 2939 2473 2358 2046 1334
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=7
num_cat=0
split_feature=4 1 3 13 15 1
split_gain=1.09037e-05 1.93067e-05 2.7664e-05 3.22463e-05 2.88596e-05 3.97278e-05
threshold=0.24280000000000004 0.11215000000000001 0.097615000000000021 -0.082249999999999976 0.084955000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
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leaf_count=954 549 290 130 698 798 491
internal_value=0 -0.00171806 0.000715859 -0.00238048 0.00178901 -0.00326281
internal_weight=0 0.00761288 0.00617133 0.00508399 0.00399029 0.00294951
internal_count=3910 3361 3071 2941 1987 1189
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=9
num_cat=0
split_feature=50 15 16 150 48 47 52 16
split_gain=2.36673e-05 3.57221e-05 4.40879e-05 2.85112e-05 5.90617e-05 3.4791e-05 5.37978e-05 1.27903e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 0.086420000000000011 0.016865000000000002 0.09550500000000002 0.071660000000000015 -0.008734999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00036484523411889596 -0.00027938574595027675 -0.00036291634356099532 -0.00045223284495367501 -0.00024163529259648174 0.00049826907180996929 0.00032532321487521167 0.00015839886960167148 -0.00014961050337717249
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leaf_count=413 715 284 342 267 334 136 833 586
internal_value=0 2.24118e-05 -1.90296e-05 3.80644e-05 9.09965e-05 1.44195e-06 -7.94802e-05 -0.000292418
internal_weight=0 0.00967802 0.00863322 0.00740397 0.00622577 0.00510356 0.00408333 0.00215462
internal_count=3910 3195 2782 2498 2231 1897 1761 928
is_linear=0
shrinkage=0.00196078


Tree=7120
num_leaves=8
num_cat=0
split_feature=0 4 47 1 0 15 16
split_gain=9.1846e-06 2.23573e-05 1.85167e-05 2.11758e-05 2.63265e-05 2.14148e-05 2.1198e-06
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 6 4 -6 -7 -8
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leaf_count=626 210 908 206 237 751 743 229
internal_value=0 -0.00128845 0.000755871 0.00397435 0.0101458 -0.00278309 -0.007356
internal_weight=0 0.00817639 0.00709238 0.00507773 0.00265394 0.00242379 0.00201465
internal_count=3910 3700 3074 2639 988 1651 435
is_linear=0
shrinkage=0.1


Tree=7121
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 43 13
split_gain=2.13366e-05 2.7159e-05 0.000118433 4.60195e-05 4.20491e-05 3.41831e-05 5.40459e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.088669999999999985 -0.074254999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00021271220627297653 -0.00027926554289095718 -0.00021302735265483022 0.00060438750641238919 0.0003114911669172057 2.159310389887463e-05 1.4244235054734135e-05 -0.00055484055079674699
leaf_weight=0.0011409926736655942 0.0010054063323029988 0.0013963018148241378 0.0013311494366265919 0.0011394356882628107 0.0015540392249111957 0.00102379638874996 0.0017187118030573916
leaf_count=361 304 114 591 421 821 142 1156
internal_value=0 2.1413e-05 0.000185917 -4.68063e-05 -0.000121888 -0.000210744 -0.000342397
internal_weight=0 0.00930443 0.00272745 0.00657698 0.00543754 0.00429655 0.00274251
internal_count=3910 3606 705 2901 2480 2119 1298
is_linear=0
shrinkage=0.00196078


Tree=7122
num_leaves=8
num_cat=0
split_feature=4 0 42 47 4 1 3
split_gain=2.35095e-05 6.95407e-05 4.14267e-05 3.36659e-05 3.87187e-05 8.04845e-05 3.51113e-05
threshold=-0.48072499999999996 -0.017269999999999997 -1.0000000180025095e-35 0.087850000000000025 0.0057500000000000008 0.086560000000000012 0.092005000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6
right_child=1 -3 3 -5 6 -7 -8
leaf_value=-0.00029454184232252347 -0.00036290554398485619 0.00047181579362781434 0.00025261810805248777 -0.00020263385595012073 6.4811526710078615e-05 -0.00041477915804909903 0.00055067577392160186
leaf_weight=0.0010107166740774267 0.0013068860039393395 0.0011510313924637987 0.0015116818431440112 0.0019395769871559188 0.00123759822500646 0.0012854535559030911 0.001063018027282757
leaf_count=208 1005 252 977 350 428 530 160
internal_value=0 2.00166e-05 -4.23062e-05 1.72315e-05 0.000100885 -5.40915e-05 0.000289309
internal_weight=0 0.00949525 0.00834421 0.00703733 0.00509775 0.00279714 0.00230062
internal_count=3910 3702 3450 2445 2095 1507 588
is_linear=0
shrinkage=0.00196078


Tree=7123
num_leaves=8
num_cat=0
split_feature=52 43 52 0 47 16 3
split_gain=9.78011e-06 1.65928e-05 1.51031e-05 2.90964e-05 4.05233e-05 5.8653e-05 3.14049e-05
threshold=-0.081429999999999989 -0.074254999999999988 -0.0066199999999999991 -0.083424999999999985 0.09252500000000001 -0.19424999999999998 -0.088024999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=0.014286490147693965 -0.011533702961218292 -0.0029284300919730616 -0.001751393611619363 0.0053839250641361837 -0.0097962719357116545 0.029380104862630159 -0.017709748158529177
leaf_weight=0.0011254939692553129 0.0013151723769882669 0.0011141585696134916 0.0012485668552434468 0.0010068652972496425 0.0011012884393001594 0.0011744523687504463 0.0014184000769975483
leaf_count=513 527 458 345 335 165 728 839
internal_value=0 0.00572259 -0.00183587 0.000307864 0.00610908 0.0133382 -0.00812225
internal_weight=0 0.00223965 0.00726475 0.00594957 0.00352431 0.00242302 0.00242527
internal_count=3910 971 2939 2412 1238 1073 1174
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=8
num_cat=0
split_feature=2 150 0 16 13 1 4
split_gain=1.14081e-05 4.04823e-05 4.21713e-05 2.55367e-05 2.80981e-05 2.4886e-05 1.40179e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 -0.069894999999999985 -0.07409499999999998 0.090355000000000005 0.053925000000000008
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.015931657498358617 -0.015320161495989604 0.018431431591206089 0.016440455854194333 0.0095058436437878407 -0.013658076761292099 0.010232078648634168 -0.0059414202800615783
leaf_weight=0.0012467840867989581 0.0015360342255090415 0.001269094708579728 0.0011914185499078741 0.0010638835956030051 0.0010312828629192574 0.0010317146100321084 0.0011150771613538492
leaf_count=902 301 327 685 389 598 456 252
internal_value=0 0.0025402 -0.00164165 0.0047512 -0.0018959 -0.00469472 0.00183131
internal_weight=0 0.00609171 0.00482262 0.00328659 0.00209517 0.00339358 0.00214679
internal_count=3910 2300 1973 1672 987 1610 708
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=8
num_cat=0
split_feature=50 4 151 43 2 12 0
split_gain=2.35299e-05 4.49187e-05 3.14863e-05 2.59754e-05 3.29428e-05 5.85229e-05 3.30199e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 0.013605000000000001 0.10393500000000001 0.091405000000000014 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00023942597974318397 -0.00028272700577217216 0.00039747404586069099 -1.3033033376897392e-06 0.00014667558592369167 -0.00043455822199684916 0.00028639006156451664 -0.00044054157304777814
leaf_weight=0.0014490729093297357 0.0010361085172280781 0.0011168979348541415 0.0012825669515048384 0.0015016763391576217 0.0011759052449154305 0.0012655826958978835 0.0013512782363818432
leaf_count=454 715 396 172 382 400 452 939
internal_value=0 2.90527e-05 -2.22163e-05 -7.98624e-05 -0.00014689 -6.0141e-05 -0.000226652
internal_weight=0 0.00914298 0.00802608 0.00657701 0.00507533 0.00389943 0.00263385
internal_count=3910 3195 2799 2345 1963 1563 1111
is_linear=0
shrinkage=0.00196078


Tree=7126
num_leaves=7
num_cat=0
split_feature=4 160 0 15 15 12
split_gain=1.25503e-05 1.69703e-05 3.11577e-05 4.54925e-05 5.8703e-05 4.1636e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14733499999999997 -0.053579999999999996 0.085120000000000015 0.085945000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.0080419434067884529 0.0072945550848488236 -0.018424786662765539 0.014986923631339178 -0.0034959924316408509 0.0090496372245398166 -0.031286366275914509
leaf_weight=0.0014127121863349154 0.0018701253081427052 0.001220064619925733 0.0013615276590478375 0.0011154919907725731 0.0014571279444732695 0.0010433704071623577
leaf_count=923 549 182 650 319 916 371
internal_value=0 -0.0018488 -0.00410335 -0.000592952 -0.00645924 -0.016927
internal_weight=0 0.00761029 0.00619758 0.00497752 0.00361599 0.00215886
internal_count=3910 3361 2438 2256 1606 690
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=7
num_cat=0
split_feature=0 1 15 2 3 48
split_gain=1.22254e-05 1.85589e-05 2.85023e-05 2.46836e-05 3.38504e-05 4.46471e-05
threshold=0.10302000000000001 0.076710000000000014 0.083935000000000023 0.11542500000000001 -0.074234999999999982 0.08407000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
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leaf_weight=0.0010025619851271263 0.0013051398189078472 0.0015103993651941236 0.0010874787701284588 0.0012784851214899225 0.0019304500056237287 0.0013462876124676337
leaf_count=1075 210 711 854 383 463 214
internal_value=0 -0.00148042 -0.00960697 0.00131976 -0.00197691 -0.00768603
internal_weight=0 0.00815566 0.00209004 0.00606562 0.00478714 0.00327674
internal_count=3910 3700 1929 1771 1388 677
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=10
num_cat=0
split_feature=11 3 1 2 2 15 15 15 3
split_gain=4.45581e-05 5.68525e-05 4.08229e-05 6.71484e-05 5.20968e-05 4.3338e-05 4.0528e-05 3.36344e-05 2.65065e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -4 -7
right_child=-2 2 4 -5 -6 8 -8 -9 -10
leaf_value=0.00040703406314541725 -0.00040139895224190113 3.7934694274509146e-05 -0.00027479946221145091 -0.00058788326947306179 0.00050160726479347127 -2.8028424639771832e-05 -0.00049795884958751249 0.00020078467776393956 0.00040096243232405138
leaf_weight=0.0013470640184857158 0.0010024985418998706 0.0011101380730623844 0.0010774967967855449 0.0010067002728350212 0.0010689129387731382 0.0012315840626479391 0.0010612540903976093 0.0012180111833021974 0.0010061382111242825
leaf_count=247 279 279 304 363 306 1083 696 179 174
internal_value=0 3.19603e-05 -2.55835e-05 -0.000130962 0.000144048 -2.66366e-05 -0.00022398 -2.24515e-05 0.000164857
internal_weight=0 0.0101273 0.00878024 0.00541581 0.00336442 0.00440911 0.00217139 0.00229551 0.00223772
internal_count=3910 3631 3384 2595 789 2232 975 483 1257
is_linear=0
shrinkage=0.00196078


Tree=7129
num_leaves=7
num_cat=0
split_feature=50 160 49 16 43 48
split_gain=1.24379e-05 2.4606e-05 3.18152e-05 2.17121e-05 6.03756e-05 4.22345e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.28937500000000005 -0.00059999999999999995 0.082705000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0015626743863277536 0.0010010093497597747 0.0011010173322553891 0.001517376699257019 0.0013313057343643858 0.001813639193063163 0.0011473121359516527
leaf_count=802 731 220 1104 357 536 160
internal_value=0 0.00120046 -0.00136206 -0.00431586 -0.00764903 0.000662941
internal_weight=0 0.00847333 0.00691065 0.00580963 0.00447833 0.00296095
internal_count=3910 3179 2377 2157 1800 696
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=8
num_cat=0
split_feature=11 0 49 48 47 15 15
split_gain=2.3923e-05 2.65477e-05 3.21983e-05 4.72589e-05 3.48875e-05 4.17269e-05 2.20257e-05
threshold=0.076265000000000013 -0.017269999999999997 -0.0019649999999999997 0.085425000000000015 0.087850000000000025 0.085285000000000014 -0.031229999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.00050027928533482007 -0.0002889075828664634 0.00023058093202281082 0.00014807475782851844 2.7705450129468218e-05 -0.00014618408094265004 -0.00011333079992916192 0.00054428917836771111
leaf_weight=0.0011485935219111747 0.001025012197126785 0.0019523207255373277 0.0010725398865391745 0.0015068572562384527 0.0019179792128089599 0.0011635598241077939 0.0010852275179001345
leaf_count=415 291 325 829 275 352 1017 406
internal_value=0 2.585e-05 -2.47786e-05 -0.00020067 6.43689e-05 0.000185958 0.000347347
internal_weight=0 0.00984708 0.00789476 0.00265545 0.00523931 0.00332133 0.00215777
internal_count=3910 3619 3294 690 2604 2252 1235
is_linear=0
shrinkage=0.00196078


Tree=7131
num_leaves=9
num_cat=0
split_feature=11 3 47 4 16 2 2 3
split_gain=1.9151e-05 3.1854e-05 4.08522e-05 3.17625e-05 4.67986e-05 4.68421e-05 4.47745e-05 1.0337e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 0.0057500000000000008 -0.008069999999999999 0.086775000000000005 0.10393500000000001 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.00032043223655881453 -0.00025845151199353544 3.616355131984723e-05 -0.0003834249610900212 0.00054069398342354027 0.00019566362919690465 -0.00053629510400098057 -1.5473313689687438e-05 -0.00011207050772672072
leaf_weight=0.0012174428272344927 0.0010203975588299061 0.0011663400343612234 0.001107799633635418 0.0010612211021771413 0.0017526675994707181 0.0010391926068553943 0.0011701725770267557 0.0010525567170013884
leaf_count=222 304 798 330 337 732 684 395 108
internal_value=0 2.41317e-05 -1.90697e-05 6.19569e-05 -4.3505e-05 -0.000233565 0.000249032 -0.000251217
internal_weight=0 0.00956739 0.00834995 0.00618959 0.0039582 0.00220553 0.00223139 0.00216036
internal_count=3910 3606 3384 2946 2214 1482 732 438
is_linear=0
shrinkage=0.00196078


Tree=7132
num_leaves=7
num_cat=0
split_feature=15 42 48 0 0 16
split_gain=1.12121e-05 2.00411e-05 2.71224e-05 2.96744e-05 2.13351e-05 1.68394e-05
threshold=0.088615000000000013 0.084100000000000022 0.086215000000000014 -0.10575999999999998 -0.077944999999999987 -0.016294999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 4 -4 5 -6 -7
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leaf_weight=0.001680935245748888 0.0012378588804238021 0.0010395225438815537 0.0017465654781504752 0.001128785944521525 0.0010098898768447131 0.0016570320105220612
leaf_count=313 875 834 406 575 378 529
internal_value=0 0.0012836 0.00411208 0.00824349 -0.00729164 0.00191217
internal_weight=0 0.00826273 0.00621332 0.00446675 0.00204941 0.00278582
internal_count=3910 3035 1823 1417 1212 1104
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 52 3
split_gain=2.50944e-05 4.72531e-05 4.78468e-05 3.98626e-05 3.12426e-05 3.23646e-05 2.55204e-05
threshold=0.086465000000000014 -0.15202999999999997 0.096175000000000024 0.10420500000000001 0.092365000000000017 0.071660000000000015 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010249926414213116 0.0010888371957751891 0.0012566305879435353 0.0012926779234396328 0.0014636153439244268 0.0011085059930683152 0.0014598675728411956 0.002000559251801121
leaf_count=413 715 714 235 176 732 617 308
internal_value=0 2.63736e-05 -2.11516e-05 4.05038e-05 -3.21767e-05 3.74327e-05 -7.13011e-05
internal_weight=0 0.00960685 0.00858186 0.00728918 0.00582556 0.00471706 0.00325719
internal_count=3910 3195 2782 2547 2371 1639 1022
is_linear=0
shrinkage=0.00196078


Tree=7134
num_leaves=7
num_cat=0
split_feature=2 160 0 2 4 4
split_gain=1.21766e-05 4.22117e-05 3.00376e-05 4.62485e-05 5.78983e-05 2.26309e-05
threshold=0.086545000000000025 0.088785000000000017 -0.13506999999999997 0.11085000000000002 -0.10647999999999999 -0.0010999999999999996
decision_type=2 2 2 2 2 2
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leaf_count=1178 355 290 193 490 972 432
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internal_weight=0 0.00610989 0.0049998 0.00314783 0.00213613 0.00340015
internal_count=3910 2300 2010 1655 1165 1610
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=6
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split_feature=4 0 47 150 4
split_gain=1.258e-05 1.7205e-05 4.52442e-05 2.65056e-05 4.43506e-05
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decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_weight=0.0016016817322478797 0.0017909196322758265 0.0018400448275214306 0.0012708178931066716 0.0010963466618463206 0.0018901722089022448
leaf_count=1247 534 344 377 279 1129
internal_value=0 -0.00179636 -0.00444553 0.000179237 0.0044381
internal_weight=0 0.00769906 0.00585902 0.0045882 0.00349185
internal_count=3910 3376 3032 2655 2376
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=7
num_cat=0
split_feature=15 42 3 4 1 2
split_gain=1.24994e-05 2.22942e-05 2.2023e-05 3.29034e-05 4.08316e-05 4.52933e-05
threshold=0.090505000000000016 0.088915000000000008 -0.10140999999999999 -0.077679999999999985 0.094485000000000013 0.11230000000000001
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00841035 0.00688669 0.00571486 0.00391965 0.00211425
internal_count=3910 3191 2439 2067 1408 489
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=7
num_cat=0
split_feature=50 42 3 15 12 2
split_gain=1.10165e-05 2.56975e-05 2.53894e-05 3.47878e-05 4.21682e-05 3.78587e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.11266 -0.106555 0.089855000000000004 0.092340000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.011555614843556918 -0.0099437578388090822 0.015520606006703838 0.01594924593821076 -0.0015244172073976027 0.009869572358577371 -0.024769923219476998
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internal_weight=0 0.00845676 0.00711572 0.00569991 0.00453219 0.00296643
internal_count=3910 3179 2312 2007 1611 1076
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=9
num_cat=0
split_feature=11 1 3 3 42 48 0 1
split_gain=3.04776e-05 2.92767e-05 4.45021e-05 3.21125e-05 3.53046e-05 4.44728e-05 3.56026e-05 2.88554e-05
threshold=0.076265000000000013 0.10113500000000002 0.090325000000000003 -0.100615 0.086325000000000013 0.084795000000000023 -0.10071499999999999 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 7 4 -6 -7 -8 -9
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leaf_weight=0.0011322641813070015 0.0010192211413127409 0.0013488871520258277 0.0010065287571584254 0.0011915538338585158 0.0010305246034980637 0.001103122502910836 0.0018092959404299239 0.001082797820423045
leaf_count=221 291 526 113 177 1061 241 1075 205
internal_value=0 3.04729e-05 0.000175868 -4.92968e-05 -0.00011521 -3.37348e-05 9.00206e-05 -3.37369e-06
internal_weight=0 0.00970497 0.00343821 0.00626676 0.0051345 0.00410397 0.00300085 0.00208933
internal_count=3910 3619 844 2775 2554 1493 1252 318
is_linear=0
shrinkage=0.00196078


Tree=7139
num_leaves=8
num_cat=0
split_feature=11 48 2 43 16 13 4
split_gain=2.46462e-05 3.44016e-05 3.94715e-05 3.08006e-05 4.51674e-05 3.48369e-05 5.15392e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.17307499999999998 0.15737500000000001 -0.080649999999999986 0.00046500000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00020533104606066773 -0.00029208577758925712 0.00027503548119407962 0.00029084819188464084 0.00019757652292226672 -0.0005110986421831055 1.8962314453005124e-05 -0.0005157661829900416
leaf_weight=0.0011270002588373096 0.001025866460506745 0.0017632083845178408 0.0012501003147333493 0.0013639426015670652 0.0010732329475089753 0.0018514326276590043 0.0011075565249881124
leaf_count=160 304 433 448 943 290 1035 297
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internal_weight=0 0.00953647 0.00777327 0.00652316 0.00539616 0.00432293 0.00295899
internal_count=3910 3606 3173 2725 2565 2275 1332
is_linear=0
shrinkage=0.00196078


Tree=7140
num_leaves=10
num_cat=0
split_feature=11 16 2 133 160 47 52 15 2
split_gain=4.84525e-05 3.2393e-05 5.71187e-05 6.47858e-05 5.2131e-05 5.10745e-05 6.22756e-05 2.89702e-05 2.08048e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -4 -3
right_child=-2 2 7 -5 -6 -7 -8 -9 -10
leaf_value=-0.00024981723232405338 -0.00041565171616732874 -0.00032153274681820068 0.00013498330493995014 -0.00046006497788757337 -0.00030495140246943823 0.00054446212402223216 0.00043328506492313013 0.00059436681495442939 5.6151301777236675e-05
leaf_weight=0.0013252727731372363 0.0010065679113147362 0.0011454928932574607 0.0010786463200136924 0.0010393578828654989 0.001115860021734319 0.0010604559718190511 0.0010976752966984434 0.001033478540725743 0.0010984726051547974
leaf_count=385 279 342 391 710 309 186 643 194 471
internal_value=0 3.56874e-05 7.93317e-05 -1.09959e-05 7.35904e-05 0.000169545 5.0566e-05 0.000359763 -0.000136648
internal_weight=0 0.00999471 0.00866944 0.00655731 0.00551796 0.0044021 0.00334164 0.00211212 0.00224397
internal_count=3910 3631 3246 2661 1951 1642 1456 585 813
is_linear=0
shrinkage=0.00196078


Tree=7141
num_leaves=6
num_cat=0
split_feature=150 151 16 2 16
split_gain=1.15446e-05 3.3836e-05 3.62086e-05 2.22252e-05 3.66662e-05
threshold=0.084800000000000014 -1.0000000180025095e-35 -0.23935499999999996 0.10113500000000002 -0.0049699999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.018509975146762388 0.0076668004790469901 0.013979284665060971 -0.0087031676553326262 -0.01248425643025273 0.011663049691564557
leaf_weight=0.0010305677712521008 0.001614349373922329 0.001622058016703897 0.0017806138287352071 0.0017078929871075172 0.0017555032036800275
leaf_count=407 458 381 1461 622 581
internal_value=0 -0.00161395 0.000922067 -0.00311674 0.00140763
internal_weight=0 0.00789664 0.00686607 0.00524401 0.00353612
internal_count=3910 3452 3045 2664 2042
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=7
num_cat=0
split_feature=15 42 16 1 15 4
split_gain=1.14546e-05 2.24673e-05 1.98791e-05 2.65727e-05 2.27397e-05 7.89178e-05
threshold=0.090505000000000016 0.088915000000000008 -0.27337499999999998 0.095575000000000007 -0.0063699999999999989 -0.08422499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0011075999020398125 0.0010655688092785299 0.0015301371118827557 0.0015694994085940698 0.0019606272098861934 0.0012134281107126599 0.0010507795659562432
leaf_count=328 719 752 839 486 442 344
internal_value=0 0.00119952 0.00362998 0.00597638 0.00113349 0.00754566
internal_weight=0 0.00843207 0.00690193 0.00579433 0.00383371 0.00226421
internal_count=3910 3191 2439 2111 1625 786
is_linear=0
shrinkage=0.1


Tree=7143
num_leaves=7
num_cat=0
split_feature=11 48 42 49 15 12
split_gain=2.68465e-05 2.56207e-05 4.11442e-05 4.77423e-05 3.74256e-05 8.71283e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.065249999999999989 -0.017214999999999998 0.084575000000000025
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00032395005723012915 -0.00031027871904669614 0.00023440213005145104 -0.00027657263735986746 -7.7799567230518108e-05 0.00066094070620240487 -1.3668914170498143e-05
leaf_weight=0.0010562507640543457 0.0010283535527561708 0.0017946642936765385 0.0019002618885641011 0.0019319119208172936 0.0012759143355745098 0.0017396420212975525
leaf_count=208 304 433 1243 693 336 693
internal_value=0 2.29066e-05 -2.51152e-05 5.44746e-05 0.000135266 0.000271766
internal_weight=0 0.00969865 0.00790398 0.00600372 0.00494747 0.00301556
internal_count=3910 3606 3173 1930 1722 1029
is_linear=0
shrinkage=0.00196078


Tree=7144
num_leaves=8
num_cat=0
split_feature=2 150 0 16 1 16 13
split_gain=1.19494e-05 4.47154e-05 3.40966e-05 2.5052e-05 4.04367e-05 1.73378e-05 2.38778e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 -0.089864999999999987 0.092550000000000007 -0.069894999999999985 -0.07409499999999998
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -4 -7
right_child=1 -3 5 4 -6 6 -8
leaf_value=-0.017998862471457797 -0.014113900031912456 0.019251678477558532 0.013562392489713219 0.014074425523204826 -0.011938071179964052 0.0089943949115537918 -0.012342786712021882
leaf_weight=0.001009346917243273 0.0015327740421742955 0.0012767062911954608 0.0011939490938192884 0.0011700161686169492 0.001221496759323456 0.0010630957993992755 0.0010351511369111163
leaf_count=437 301 327 685 762 411 389 598
internal_value=0 0.00260967 -0.00179387 -0.00478764 0.0007882 0.00394207 -0.00153211
internal_weight=0 0.00610168 0.00482497 0.00340086 0.00239151 0.0032922 0.00209825
internal_count=3910 2300 1973 1610 1173 1672 987
is_linear=0
shrinkage=0.1


Tree=7145
num_leaves=9
num_cat=0
split_feature=12 12 2 12 150 3 1 3
split_gain=3.99311e-05 3.7937e-05 4.36065e-05 6.01532e-05 5.01925e-05 6.39904e-05 6.48771e-05 2.95424e-05
threshold=0.10700500000000002 0.097345000000000015 0.086650000000000019 0.084100000000000022 0.085075000000000026 -0.010319999999999998 0.10937500000000001 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-3.6573375005913016e-06 -0.00037569232587680916 0.00037657481441938454 2.0258801815026892e-05 -0.00059229691370495943 0.00042981839139485912 -0.00060866870421398913 6.9796511284053812e-05 0.00047355015521993596
leaf_weight=0.0020050274678856681 0.0010029323548345305 0.0011092303062903352 0.0012208591817320826 0.0010005096323910017 0.0013056998381849845 0.0010166017717272051 0.0011603788833117743 0.0010101490264840588
leaf_count=484 355 330 527 944 297 216 187 570
internal_value=0 3.50306e-05 -8.41955e-06 -0.000199609 9.21506e-05 -7.87069e-06 -0.000247032 0.000225499
internal_weight=0 0.00982846 0.00871923 0.00300554 0.00571369 0.00440799 0.00217698 0.00223101
internal_count=3910 3555 3225 1428 1797 1500 403 1097
is_linear=0
shrinkage=0.00196078


Tree=7146
num_leaves=8
num_cat=0
split_feature=11 48 2 43 16 1 3
split_gain=2.31356e-05 2.94962e-05 3.91236e-05 3.68719e-05 4.76572e-05 4.98505e-05 7.69303e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.17307499999999998 0.15737500000000001 0.092550000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00023836347434652471 -0.0002871433529336052 0.00025780625017670126 0.00029569298838794838 -0.00017872533700884918 -0.0005250188923357496 -0.00043215572534954056 0.00044886362862672075
leaf_weight=0.0011015524687364954 0.0010106962420017252 0.0017112962901519669 0.0012143555977923862 0.0019755987317266613 0.0010727511945834052 0.001053599176288977 0.0012114086694790405
leaf_count=160 304 433 448 1670 290 490 115
internal_value=0 2.51552e-05 -2.70301e-05 -8.81222e-05 -0.000155808 -6.24088e-05 5.98266e-05
internal_weight=0 0.00934056 0.00762927 0.00641491 0.00531336 0.00424061 0.00318701
internal_count=3910 3606 3173 2725 2565 2275 1785
is_linear=0
shrinkage=0.00196078


Tree=7147
num_leaves=8
num_cat=0
split_feature=4 1 12 52 12 1 0
split_gain=3.00359e-05 9.75098e-05 3.35849e-05 4.73996e-05 5.1823e-05 5.00061e-05 4.50551e-05
threshold=0.24280000000000004 0.11198000000000001 0.10129000000000001 -0.11271999999999999 0.088285000000000016 0.094485000000000013 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.00037444071934235567 -0.00022318376562221841 0.00060994825081480211 -0.00039012997120909992 7.9653880966475935e-05 0.00033194547599198898 0.00024526050319290365 -0.0003875138303954896
leaf_weight=0.0011731979262305072 0.0010567379842221047 0.0011047589975967122 0.0010187015530566477 0.0013706999694137582 0.0018465236818873531 0.0014658512720491755 0.0018855038922972274
leaf_count=548 196 353 428 155 957 280 993
internal_value=0 0.000202637 -5.54463e-05 -1.14069e-05 5.34337e-05 -5.54762e-05 -0.000190859
internal_weight=0 0.0021615 0.00876048 0.00774178 0.00656858 0.00472206 0.0032562
internal_count=3910 549 3361 2933 2385 1428 1148
is_linear=0
shrinkage=0.00196078


Tree=7148
num_leaves=8
num_cat=0
split_feature=1 12 3 3 2 16 16
split_gain=1.32925e-05 3.10994e-05 5.86404e-05 2.67774e-05 2.42831e-05 2.26955e-05 2.76391e-05
threshold=0.10285500000000002 0.051320000000000005 0.12046500000000002 -0.11266 0.084065000000000015 -0.014099999999999998 -0.09601999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0104159019574947 0.028650212947562887 -0.0072552653027136279 -0.004468544696578103 0.0060868958557227168 -0.0057021609182194375 -0.00088437245342834329 -0.028408523627897975
leaf_weight=0.0012185741547813111 0.0010858212076894861 0.0013027470149730479 0.0010531735221022418 0.0012170947457161847 0.0010925931934833483 0.0015244664690518216 0.001052475085057357
leaf_count=281 363 343 231 715 350 771 856
internal_value=0 0.00492515 0.0123436 -0.00284622 -0.00615338 -0.0102132 -0.016843
internal_weight=0 0.00344174 0.00213899 0.0061052 0.00488663 0.00366953 0.00214507
internal_count=3910 937 594 2973 2692 1977 1206
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=8
num_cat=0
split_feature=49 2 457 3 3 12 4
split_gain=1.10177e-05 2.66462e-05 2.87863e-05 6.46549e-05 5.55586e-05 3.32208e-05 3.21167e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.078884999999999997 0.089745000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.025470001812362614 0.0098258524167633005 0.010533815196870196 0.010085868956965983 -0.02718288615598953 0.023200932416037483 -0.001366137708211837 -0.0011356792866805898
leaf_weight=0.0010291363850039137 0.0010117136302921154 0.0015742813816935304 0.0012176607674670003 0.0012279355655193851 0.0010123566833252116 0.0012866602785215294 0.0011677783782852809
leaf_count=1162 378 501 250 164 471 623 361
internal_value=0 -0.00121221 -0.00387611 -0.0068463 -0.00129194 -0.0120779 0.0101651
internal_weight=0 0.00851581 0.00694153 0.00572387 0.00449593 0.0023158 0.00218014
internal_count=3910 3532 3031 2781 2617 1785 832
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=8
num_cat=0
split_feature=50 4 151 4 0 3 2
split_gain=1.14403e-05 2.44019e-05 2.3203e-05 2.34295e-05 4.65686e-05 2.62283e-05 1.24132e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 -0.025214999999999998 -0.10071499999999999 -0.046444999999999993 0.086775000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.011034255087335916 -0.010147030310811742 0.015577628598129088 -0.0042302601389973852 0.0069630931130776272 -0.026170651623555082 0.015327892604228536 -0.0084717481862019803
leaf_weight=0.0013492539926174777 0.0010014104224007536 0.0010306503025146923 0.0018635528224581206 0.0010552258021956586 0.0010893822203282334 0.00108480998112946 0.0010292982078413738
leaf_count=454 731 396 1271 96 584 152 226
internal_value=0 0.00115329 -0.000836458 -0.00345258 -0.00941495 0.0029659 -0.000658337
internal_weight=0 0.00850217 0.00747152 0.00612227 0.00317391 0.00294836 0.00208452
internal_count=3910 3179 2783 2329 906 1423 322
is_linear=0
shrinkage=0.1


Tree=7151
num_leaves=8
num_cat=0
split_feature=1 12 43 12 3 48 1
split_gain=1.21637e-05 2.34437e-05 2.79481e-05 3.84272e-05 3.99088e-05 3.35248e-05 1.89165e-05
threshold=0.12864500000000004 0.10129000000000001 -0.083094999999999988 0.089995000000000006 -0.078669999999999976 0.087710000000000024 0.090820000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.012023468598042574 0.0099028460703312858 -0.015209542383552148 0.018053438440342223 -0.020334030964749051 -0.020550735958043392 0.010285973163936354 -0.0027806764766543307
leaf_weight=0.0016771919850950131 0.0010902454085541359 0.0010621840753804639 0.0010759950922662161 0.0010118447439472133 0.0010621265987693985 0.0011340647741265872 0.0013739985323926653
leaf_count=811 331 438 922 754 237 194 223
internal_value=0 -0.00132449 0.000686145 -0.00267454 0.00117134 -0.00391665 -0.0105282
internal_weight=0 0.00839741 0.00733522 0.00565803 0.00464618 0.00357019 0.00243613
internal_count=3910 3579 3141 2330 1576 654 460
is_linear=0
shrinkage=0.1


Tree=7152
num_leaves=8
num_cat=0
split_feature=11 48 43 42 160 13 0
split_gain=2.78115e-05 3.56525e-05 3.29019e-05 4.57372e-05 4.13119e-05 4.1998e-05 3.75397e-05
threshold=1.0000000180025095e-35 0.091555000000000011 -0.17307499999999998 0.086325000000000013 -0.081519999999999995 -0.083514999999999992 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
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leaf_weight=0.0011994295325963274 0.0010182871387666151 0.00176316818916769 0.0010373392237247748 0.0014567492768576525 0.0014192661412679953 0.0016900734006299269 0.0010052712179400346
leaf_count=199 304 433 334 1196 356 231 857
internal_value=0 2.43313e-05 -3.2536e-05 -8.67606e-05 -2.18353e-08 -8.8183e-05 -0.000231932
internal_weight=0 0.0095713 0.00780813 0.0066087 0.00515195 0.00411461 0.00269534
internal_count=3910 3606 3173 2974 1778 1444 1088
is_linear=0
shrinkage=0.00196078


Tree=7153
num_leaves=9
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split_feature=11 52 2 2 15 3 0 52
split_gain=2.22274e-05 2.78898e-05 3.00964e-05 2.63136e-05 3.15903e-05 4.60247e-05 5.36558e-05 2.45126e-05
threshold=0.076265000000000013 -0.081429999999999989 0.091615000000000016 0.113945 -0.106555 0.094625000000000015 -0.08824499999999999 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -8
right_child=-2 3 -4 -5 5 -7 7 -9
leaf_value=1.0949211054738652e-05 -0.00028952063931931952 0.00032335693599595892 0.00046000598712559723 -0.00028247108300991677 -0.00046493994631662173 0.00028305115774115736 -0.0001747309604243465 0.00023743865596243159
leaf_weight=0.0013440383525768675 0.0010063443221407535 0.0010479307653969323 0.0010013080639562971 0.0014219144428991113 0.0013879943196754758 0.001183600925944237 0.0011361217659659638 0.0010840983570455849
leaf_count=463 291 322 383 428 449 91 952 531
internal_value=0 1.67697e-05 0.000202667 -4.32707e-05 1.4972e-05 -5.24693e-05 -0.00016253 2.65249e-05
internal_weight=0 0.00960701 0.00234535 0.00726166 0.00583975 0.00479182 0.00360821 0.00222022
internal_count=3910 3619 846 2773 2345 2023 1932 1483
is_linear=0
shrinkage=0.00196078


Tree=7154
num_leaves=8
num_cat=0
split_feature=11 0 42 16 16 1 0
split_gain=2.4988e-05 2.96151e-05 3.25959e-05 4.00162e-05 3.56775e-05 4.67069e-05 4.27161e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.30307999999999996 -0.09601999999999998 0.11183500000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
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leaf_weight=0.0012743235436530652 0.0010214967079561861 0.0018725012973276438 0.0012917845394134287 0.0010226934858798623 0.0018929847734242412 0.0010600978911946496 0.0010588309098989077
leaf_count=977 304 324 327 228 746 217 787
internal_value=0 2.87514e-05 -2.5664e-05 3.19656e-05 0.000110957 2.76198e-05 0.000154406
internal_weight=0 0.00947322 0.00760072 0.00632639 0.00503461 0.00401191 0.00295182
internal_count=3910 3606 3282 2305 1978 1750 1533
is_linear=0
shrinkage=0.00196078


Tree=7155
num_leaves=8
num_cat=0
split_feature=51 52 42 2 3 13 1
split_gain=1.07773e-05 4.24728e-05 2.37397e-05 3.0843e-05 2.89895e-05 3.45193e-05 4.54008e-05
threshold=-0.095859999999999987 -0.088354999999999989 -1.0000000180025095e-35 0.113945 0.097615000000000021 -0.032264999999999995 0.086560000000000012
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0095034510861314488 -0.019550060158783245 -0.012486576185903533 -0.0093867627453776813 -0.0088877630324195704 0.021359569470434658 0.025712084693401485 -0.0022544212481949272
leaf_weight=0.0010505957298306669 0.0011015386068658631 0.0010418745342250339 0.0013574301865841741 0.0014704596142861666 0.001169717163447419 0.0010789388459198604 0.0012564752573406496
leaf_count=455 523 850 1254 391 118 115 204
internal_value=0 -0.00123422 0.0015015 0.00380274 0.0076404 0.00329482 0.0106658
internal_weight=0 0.00847643 0.0073749 0.00633302 0.00486256 0.00369284 0.00233541
internal_count=3910 3455 2932 2082 1691 1573 319
is_linear=0
shrinkage=0.1


Tree=7156
num_leaves=8
num_cat=0
split_feature=1 4 15 2 16 133 52
split_gain=1.02127e-05 3.00844e-05 2.46271e-05 3.68088e-05 3.81364e-05 3.87313e-05 3.80174e-05
threshold=0.11235500000000002 0.18622000000000002 -0.10312999999999999 0.079395000000000007 -0.094359999999999986 1.0000000180025095e-35 -0.015039999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.015176725046670649 -0.0048313864352575418 0.018119932874637586 0.016784317536758606 -0.016954206669554672 -0.003546816368777793 -0.012229287417722303 0.022213607046532427
leaf_weight=0.0011695413700468322 0.0012375302329572784 0.0010605687383149493 0.0011488819221781073 0.0014138414982470746 0.0010832586092622807 0.0011768224972525257 0.0012159937565703229
leaf_count=372 281 350 659 381 423 849 595
internal_value=0 0.00576061 -0.00189494 0.000677358 -0.00310696 0.0025252 0.010077
internal_weight=0 0.0022981 0.00720834 0.0060388 0.00488992 0.00347607 0.00229925
internal_count=3910 631 3279 2907 2248 1867 1018
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=9
num_cat=0
split_feature=50 15 47 3 49 43 13 15
split_gain=2.21524e-05 4.52458e-05 4.22332e-05 3.98833e-05 6.75294e-05 3.78459e-05 2.8478e-05 2.05319e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.069909999999999986 -0.006494999999999999 -0.089949999999999988 -0.012034999999999999 0.014775000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6 -7
right_child=-2 2 -4 4 6 7 -8 -9
leaf_value=0.00041872779794589174 -0.00026638526783201455 -0.00041008891950851021 -0.00030213455786281667 -0.00010589584793731844 0.00018503015021492363 -0.00015740774405439541 0.00064073964917399817 0.00023561905784711
leaf_weight=0.0010181758517538676 0.001095639947062744 0.0010939977615861715 0.0016337537818358278 0.0017205249311234763 0.001033433093844779 0.001008403134831728 0.0010763262170828849 0.0010360789131306776
leaf_count=413 715 386 258 312 206 603 222 795
internal_value=0 2.78715e-05 -1.83895e-05 4.81316e-05 0.000182405 -0.00011574 0.000417517 4.17658e-05
internal_weight=0 0.00962069 0.00860252 0.00696876 0.00383028 0.00313848 0.00210976 0.00204448
internal_count=3910 3195 2782 2524 740 1784 428 1398
is_linear=0
shrinkage=0.00196078


Tree=7158
num_leaves=9
num_cat=0
split_feature=11 52 2 15 43 4 15 2
split_gain=3.08567e-05 3.11719e-05 3.84178e-05 2.9298e-05 4.16959e-05 3.70694e-05 5.10749e-05 3.51738e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.091525000000000009 -0.106555 0.013605000000000001 0.053925000000000008 -0.074174999999999977 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=1.2433446246258567e-05 -0.00032585637955723326 0.00020341688322011536 0.00051913860723663558 0.00025609215555383194 0.00021992387448014741 -0.00051648207811625128 1.0217988724425636e-05 -0.00047625215747898312
leaf_weight=0.0013501797285280096 0.0010241126471099678 0.0015950264750480064 0.0010023710812555537 0.0011125601688293141 0.0012431477564828521 0.0010101043490590598 0.0010463557513828033 0.0012589956840788428
leaf_count=458 304 522 385 271 392 268 891 419
internal_value=0 3.2158e-05 0.00022833 -3.13558e-05 -9.73861e-05 -0.00018647 -8.89402e-05 -0.000255452
internal_weight=0 0.00961874 0.00235255 0.00726619 0.00567116 0.00442802 0.00341791 0.00230535
internal_count=3910 3606 843 2763 2241 1849 1581 1310
is_linear=0
shrinkage=0.00196078


Tree=7159
num_leaves=8
num_cat=0
split_feature=2 160 1 12 3 16 47
split_gain=1.08029e-05 3.82984e-05 2.97664e-05 2.89382e-05 9.49607e-05 4.72236e-05 1.2054e-05
threshold=0.086545000000000025 0.088785000000000017 0.090355000000000005 0.089995000000000006 -0.010319999999999998 -0.095109999999999986 0.09550500000000002
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 6 -5 5 -7 -8
leaf_value=-0.016829774678973768 0.025459653631870728 0.019240113466800813 -0.0044401221975076625 -0.011829126691017463 0.0059124131516834948 -0.02472956899798167 0.010531395848639987
leaf_weight=0.0012505099194321427 0.0012839771615783895 0.0011141001777860557 0.0011507671257181907 0.0017070777231744114 0.001009873137872348 0.0010019585523152301 0.0010095590537911522
leaf_count=902 668 290 547 872 196 274 161
internal_value=0 0.00247255 -0.00455117 -0.00126144 0.00421214 -0.0093483 0.00255634
internal_weight=0 0.00611699 0.00341084 0.00500289 0.00329581 0.00201183 0.00216033
internal_count=3910 2300 1610 2010 1138 470 708
is_linear=0
shrinkage=0.1


Tree=7160
num_leaves=8
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split_feature=50 15 47 3 12 52 3
split_gain=2.33615e-05 3.61688e-05 4.29878e-05 4.10301e-05 3.21351e-05 3.41276e-05 5.07176e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.10420500000000001 0.092365000000000017 -0.0066199999999999991 -0.084129999999999996
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00037564163660306287 -0.00027870495687481886 -0.00014564102701100539 -0.0003012905229048272 0.00034645136428180899 -0.0003261160364215518 -0.00012840215349268428 0.00044950200116812165
leaf_weight=0.0010164959886724842 0.0010760289422239991 0.0019031391298268449 0.0016359707180205784 0.0014411920918090838 0.0010934569763190582 0.0010086714078051851 0.0013862976721172047
leaf_count=413 715 711 258 175 728 433 477
internal_value=0 2.61562e-05 -1.57923e-05 5.25647e-05 -2.59926e-05 5.036e-05 0.00020611
internal_weight=0 0.00948522 0.00846873 0.00683276 0.00539157 0.00429811 0.00239497
internal_count=3910 3195 2782 2524 2349 1621 910
is_linear=0
shrinkage=0.00196078


Tree=7161
num_leaves=8
num_cat=0
split_feature=1 12 47 52 13 43 2
split_gain=9.55488e-06 1.9086e-05 2.6346e-05 3.24882e-05 2.90205e-05 2.86576e-05 1.58211e-05
threshold=0.12864500000000004 0.10129000000000001 0.09252500000000001 -0.088354999999999989 -0.086679999999999993 -0.078079999999999997 0.092450000000000018
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 -8
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leaf_weight=0.0011264460818930276 0.0011025638935364982 0.0010664031033176362 0.0011727606304288889 0.0011877590698107952 0.0011543979611193158 0.0016763493665473029 0.001035220931383385
leaf_count=597 331 438 289 531 600 800 324
internal_value=0 -0.00118746 0.00062575 0.00323329 0.00665633 0.0108566 0.00523895
internal_weight=0 0.00841934 0.00735293 0.00618017 0.00505373 0.00386597 0.00271157
internal_count=3910 3579 3141 2852 2255 1724 1124
is_linear=0
shrinkage=0.1


Tree=7162
num_leaves=9
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split_feature=11 3 52 47 4 43 1 2
split_gain=2.2493e-05 3.21222e-05 2.4033e-05 3.51069e-05 4.23211e-05 4.13563e-05 4.92455e-05 2.69945e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.15154999999999999 0.09252500000000001 0.0057500000000000008 -0.0031199999999999995 0.086245000000000002 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -6
right_child=-2 2 3 -5 7 6 -8 -9
leaf_value=0.00032713463034882281 -0.00027786940042921158 0.00025856965716125808 0.00018912648054373511 -0.00033811998303795313 0.00044571790132953405 -2.9700434978433254e-05 -0.00059223275436837879 1.2998366790926441e-05
leaf_weight=0.0012198824109767329 0.0010086557133841744 0.0010832166613824771 0.0011414101358911393 0.0013621669284272185 0.0010850347008662491 0.0014472683409977975 0.0010199921292019676 0.00113308947074437
leaf_count=222 304 449 1316 285 324 409 286 315
internal_value=0 3.01029e-05 -1.36998e-05 -5.47248e-05 1.15263e-05 -0.000119486 -0.000262257 0.000224671
internal_weight=0 0.00949206 0.00827218 0.00718896 0.00582679 0.00360867 0.00246726 0.00221812
internal_count=3910 3606 3384 2935 2650 2011 695 639
is_linear=0
shrinkage=0.00196078


Tree=7163
num_leaves=8
num_cat=0
split_feature=11 48 2 4 42 1 3
split_gain=3.95011e-05 2.9875e-05 4.72192e-05 4.53532e-05 7.36992e-05 5.52914e-05 9.21091e-05
threshold=0.076265000000000013 0.091555000000000011 0.11260500000000001 -0.08422499999999998 -0.088669999999999985 0.092550000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00036909850136534848 -0.0003730225093523495 0.00025656918199397745 0.00033005021388155697 0.00046955801483100764 -0.00027108780410337811 -0.00041448678083738649 0.00046623311147260261
leaf_weight=0.0016391043046615544 0.0010283479507195862 0.0018347358046622306 0.0012476349624941313 0.0010478418236265523 0.0014596602531730298 0.001491146397691229 0.0011763888177226823
leaf_count=537 291 434 448 218 1358 534 90
internal_value=0 3.07447e-05 -2.06495e-05 -8.48608e-05 5.16661e-06 -0.000112736 5.79562e-05
internal_weight=0 0.00989651 0.00806178 0.00681414 0.00517504 0.0041272 0.00263605
internal_count=3910 3619 3185 2737 2200 1982 1448
is_linear=0
shrinkage=0.00196078


Tree=7164
num_leaves=8
num_cat=0
split_feature=13 39 48 0 3 42 52
split_gain=1.10171e-05 2.72305e-05 3.34654e-05 2.55019e-05 4.35909e-05 4.16903e-05 3.49894e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 -0.10071499999999999 -0.100615 0.085195000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.00117175251002104 0.0011930700053024374 0.0010076812950806447 0.001030893244134066 0.0012596012426423857 0.0010084440555013729 0.0011704927295197926 0.0017069654511582071
leaf_count=210 166 419 199 367 1127 1114 308
internal_value=0 -0.00131189 -0.00342015 -0.000702513 -0.00652763 -0.0150883 0.00620426
internal_weight=0 0.00837715 0.00736947 0.00633857 0.00343854 0.00217894 0.00290004
internal_count=3910 3700 3281 3082 2608 2241 474
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=9
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split_feature=4 1 1 3 2 0 4 16
split_gain=2.05733e-05 7.12509e-05 2.14212e-05 4.65769e-05 3.38226e-05 3.8315e-05 4.92784e-05 5.4438e-05
threshold=0.24280000000000004 0.11198000000000001 0.11215000000000001 0.10420500000000001 0.097575000000000009 -0.077944999999999987 0.0057500000000000008 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=3.7302402052695257e-05 -0.00020397877611708434 0.00052102197934512787 -0.00024837531634561123 0.00038392110620365022 -0.00034812062923601826 0.00031838048047002721 0.00026346133285361836 -0.00057088113842597161
leaf_weight=0.0011759170152905092 0.0010032419904509079 0.0010845758540103877 0.0016075999419881025 0.0010458074018299124 0.0012717373035677076 0.0011743271259223001 0.0010209282558592864 0.0010906464315265734
leaf_count=433 196 353 290 90 616 491 213 1228
internal_value=0 0.000172643 -4.48798e-05 3.37532e-06 -6.60367e-05 1.43648e-05 -9.42329e-05 -0.000255349
internal_weight=0 0.00208782 0.00838696 0.00677936 0.00573356 0.00446182 0.00328749 0.00226656
internal_count=3910 549 3361 3071 2981 2365 1874 1661
is_linear=0
shrinkage=0.00196078


Tree=7166
num_leaves=8
num_cat=0
split_feature=52 4 160 47 16 0 0
split_gain=1.06894e-05 1.56849e-05 1.46682e-05 2.48348e-05 3.97803e-05 6.71162e-05 2.03628e-05
threshold=-0.081429999999999989 -0.0031049999999999997 0.043720000000000009 0.09550500000000002 -0.083144999999999983 -0.056754999999999993 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0012109082983603461 0.0011180627052349065 0.0010429877179199539 0.0011389879088166488 0.0012185342594320117 0.001399653167686954 0.0012913388948883587 0.0011247064982913436
leaf_count=713 289 258 277 255 1158 185 775
internal_value=0 0.00597972 -0.0018998 3.00641e-05 -0.00312742 -0.0113249 0.00670835
internal_weight=0 0.0022539 0.00729128 0.0061523 0.00493376 0.00269099 0.00224277
internal_count=3910 971 2939 2662 2407 1343 1064
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 2 16
split_gain=1.14385e-05 2.55502e-05 2.95943e-05 3.18421e-05 4.8131e-05 3.85913e-05 2.24815e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 6 -7 -8
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leaf_weight=0.0016823125492637968 0.0010564455334257502 0.0010586466125238102 0.0010032094001599491 0.0010608402178561992 0.0010366899038393067 0.0016273630462097757 0.0010013255324631343
leaf_count=1077 221 418 281 757 307 539 310
internal_value=0 0.00118749 -0.000888195 0.00253587 -0.000898795 -0.00968555 0.0106912
internal_weight=0 0.00847039 0.00741174 0.00572943 0.00472622 0.0026882 0.00203802
internal_count=3910 3689 3271 2194 1913 1296 617
is_linear=0
shrinkage=0.1


Tree=7168
num_leaves=7
num_cat=0
split_feature=42 49 42 2 2 2
split_gain=1.15909e-05 1.59829e-05 3.706e-05 2.41122e-05 6.02059e-05 4.0092e-05
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decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
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leaf_weight=0.0015574458075267974 0.0017994798457219236 0.0014258828107072982 0.0012432998728853159 0.0012783008896182909 0.0010799716603113025 0.001122727451683195
leaf_count=1060 450 486 764 242 222 686
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internal_weight=0 0.00794966 0.00615018 0.00490688 0.00235827 0.00254861
internal_count=3910 2850 2400 1636 464 1172
is_linear=0
shrinkage=0.1


Tree=7169
num_leaves=7
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split_feature=1 4 1 2 4 0
split_gain=1.03944e-05 2.43877e-05 2.14638e-05 3.46527e-05 3.34117e-05 2.01363e-05
threshold=0.085990000000000011 -0.15333499999999997 0.092550000000000007 0.11462500000000002 0.22584000000000001 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
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leaf_weight=0.0015529217630382472 0.0013694944131778311 0.0010997200007775189 0.0017833731448819211 0.0014040940034397266 0.0010431206535284768 0.0012364240250349753
leaf_count=166 415 721 654 412 220 1322
internal_value=0 -0.00400054 0.00272913 -0.000793245 -0.00717209 -0.0104569
internal_weight=0 0.00388907 0.00560008 0.00423059 0.00282649 0.00233614
internal_count=3910 2209 1701 1286 874 2043
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=8
num_cat=0
split_feature=52 51 160 13 13 52 1
split_gain=1.08082e-05 2.38424e-05 2.07312e-05 2.78143e-05 3.01275e-05 3.59699e-05 1.76548e-05
threshold=-0.048794999999999991 -0.0084849999999999978 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6
right_child=2 -3 3 4 5 -7 -8
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leaf_weight=0.0014445479413403642 0.0011245162977396028 0.0016686838254582935 0.0010082705071842992 0.0010419109051563293 0.0010556057894015244 0.0010340047216544513 0.0010978854630800854
leaf_count=602 924 588 127 441 621 324 283
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internal_weight=0 0.00311323 0.00636219 0.00523768 0.00422941 0.0031875 0.00215349
internal_count=3910 1190 2720 1796 1669 1228 904
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=8
num_cat=0
split_feature=1 0 15 51 16 0 2
split_gain=1.00546e-05 3.35754e-05 2.53719e-05 3.55521e-05 4.46072e-05 6.02166e-05 2.47935e-05
threshold=0.076710000000000014 -0.083674999999999986 0.035895000000000003 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -3
right_child=2 6 -4 4 -6 -7 -8
leaf_value=-0.019529908174904034 0.021711695685758408 0.011803742349437128 -0.012125257341641729 -0.0062515789063270757 -0.015595312111987662 0.022313348162116373 -0.0091925744068495421
leaf_weight=0.0010227046840969225 0.0010406536495208519 0.0012415619746446716 0.0010111935497139572 0.0015279019497290295 0.0011599481559391158 0.0014274669084613459 0.0010281365720969714
leaf_count=1044 270 630 532 164 441 495 334
internal_value=0 -0.00448592 0.0023582 0.0051987 0.00102301 0.00754551 0.00229275
internal_weight=0 0.0032924 0.00616716 0.00515597 0.00411532 0.00295537 0.0022697
internal_count=3910 2008 1902 1370 1100 659 964
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=8
num_cat=0
split_feature=133 16 133 48 0 15 52
split_gain=2.3907e-05 2.57592e-05 6.52814e-05 4.4491e-05 5.01414e-05 4.56179e-05 2.23985e-05
threshold=-0.090054999999999982 0.15737500000000001 0.083815000000000014 0.086215000000000014 -0.083424999999999985 -0.0089749999999999986 -0.15422999999999998
decision_type=2 2 2 2 2 2 2
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right_child=1 6 -4 -5 -6 -7 -8
leaf_value=-0.00029083867784169859 5.0058359364358333e-05 5.6002652997153627e-05 0.00045890551401269462 -0.00025618689708783266 -0.00026366246372120272 0.00056130757904090597 -0.00033966599264982449
leaf_weight=0.0010281271407251444 0.0017814932343782732 0.001004827470819673 0.0014125660616000632 0.0019101996346688938 0.0010206728203521792 0.0010764701861482023 0.001215406881902901
leaf_count=544 344 403 1100 334 633 389 163
internal_value=0 2.40514e-05 8.0979e-05 -1.12409e-05 0.000109393 0.000242624 -0.000160595
internal_weight=0 0.00942164 0.0072014 0.00578884 0.00387864 0.00285796 0.00222023
internal_count=3910 3366 2800 1700 1366 733 566
is_linear=0
shrinkage=0.00196078


Tree=7173
num_leaves=8
num_cat=0
split_feature=0 48 2 0 4 4 4
split_gain=1.08455e-05 3.23094e-05 2.17513e-05 2.31753e-05 4.04941e-05 1.83492e-05 1.78704e-05
threshold=-0.10575999999999998 0.087945000000000009 0.106285 -0.084304999999999977 -0.08422499999999998 0.097045000000000006 -0.029114999999999999
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 -4 4 6 -7 -8
leaf_value=0.019809416090819966 -0.018039888995079682 -0.0080266903423160101 0.009165295095371619 -0.01541820574824828 0.016507967420627202 0.0021312782686496875 -0.0022052071537789967
leaf_weight=0.0012182875848574264 0.0011724018945431436 0.0013706232538365634 0.0012081517298823258 0.0013112911722018344 0.0010153326160856537 0.0011333542720343914 0.0010259922568245155
leaf_count=241 1051 209 583 430 675 271 450
internal_value=0 0.00417689 -0.00275522 -0.00593792 -0.00170589 0.0112896 0.00710252
internal_weight=0 0.00372227 0.00573317 0.00452502 0.00335262 0.00235164 0.00204132
internal_count=3910 721 3189 2606 1555 512 1125
is_linear=0
shrinkage=0.1


Tree=7174
num_leaves=10
num_cat=0
split_feature=4 484 160 13 2 2 52 12 16
split_gain=4.41616e-05 4.84968e-05 3.41607e-05 6.24187e-05 5.82358e-05 0.000109011 4.73614e-05 5.99844e-05 5.66537e-05
threshold=-0.49269499999999994 0.084225000000000008 0.098455000000000015 -0.012034999999999999 0.10679500000000001 0.088485000000000022 -0.069134999999999988 1.0000000180025095e-35 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 -8
right_child=1 -3 -4 6 -6 -7 7 -9 -10
leaf_value=-0.00039730263681004923 3.7643757676475954e-06 0.00039946402242390153 -0.00035508557856605655 -0.00047536567612553891 -0.00016541922564148188 0.00079045716721441988 -0.00011844148430786539 -0.0003267713216619505 0.00052850957987062421
leaf_weight=0.0010228230900542453 0.0014852269104393713 0.0012065651603530023 0.0010296307569269752 0.0011491707069934839 0.0011385800784830865 0.0012447629436350904 0.0010731210135924156 0.001424746423545994 0.0010104045763161778
leaf_count=192 989 438 297 290 353 479 150 626 96
internal_value=0 2.90476e-05 -1.77239e-05 2.3017e-05 0.0002071 0.000362464 -0.000129886 -1.67204e-05 0.000195297
internal_weight=0 0.0107622 0.00955564 0.00852601 0.00386857 0.00272999 0.00465744 0.00350827 0.00208353
internal_count=3910 3718 3280 2983 1821 1468 1162 872 246
is_linear=0
shrinkage=0.00196078


Tree=7175
num_leaves=8
num_cat=0
split_feature=2 150 1 12 1 4 13
split_gain=1.13293e-05 3.93632e-05 3.00718e-05 5.52986e-05 2.53416e-05 1.6684e-05 1.14736e-05
threshold=0.086545000000000025 0.085075000000000026 0.10561500000000001 0.081660000000000024 0.090355000000000005 0.053925000000000008 -0.080814999999999984
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 6 5 -7 -8
leaf_value=-0.016049422205719647 -0.024258086686682626 0.018235310551152014 0.009941863274907866 -0.004324347342883581 0.011196586973240871 -0.0064395627097338648 0.010494751761555074
leaf_weight=0.001239807481471001 0.001184436304347274 0.001267015857393583 0.0015424662607663843 0.0010898898899313692 0.0010175200187588797 0.0011344517972996795 0.0010035235745768111
leaf_count=902 296 327 374 419 456 252 884
internal_value=0 0.00255053 -0.0015722 -0.0069904 -0.00466151 0.00189936 0.00277951
internal_weight=0 0.00608733 0.00482032 0.00327785 0.00339178 0.00215197 0.00209341
internal_count=3910 2300 1973 1599 1610 708 1303
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=8
num_cat=0
split_feature=42 43 3 16 15 16 3
split_gain=9.63356e-06 1.68469e-05 3.54255e-05 2.38286e-05 1.77012e-05 2.41248e-05 2.37734e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.080884999999999985 0.081265000000000018 -0.092459999999999987 -0.09601999999999998 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6
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leaf_value=-0.0072315819716233746 -0.0032273249662833348 0.0058552827574306701 0.021463770553905831 -0.014496777191879653 -0.0017700844470543552 -0.014805570873282423 0.019145762134223244
leaf_weight=0.001551822185320695 0.001220479792714086 0.0011291568820587488 0.0011091582069229433 0.0011394365331342075 0.0011464341738673576 0.0011314590725655679 0.0010331559311470809
leaf_count=1060 627 224 706 271 692 148 182
internal_value=0 0.00138579 0.00852829 -0.00159638 0.00171409 -0.00448566 0.00814432
internal_weight=0 0.00790928 0.00232964 0.00557964 0.00444021 0.00226062 0.00217959
internal_count=3910 2850 1333 1517 1246 372 874
is_linear=0
shrinkage=0.1


Tree=7177
num_leaves=8
num_cat=0
split_feature=13 48 48 0 0 16 15
split_gain=1.03497e-05 3.05951e-05 3.88069e-05 3.64868e-05 2.91304e-05 5.46169e-05 2.40819e-05
threshold=-0.23438999999999996 0.11028500000000001 0.083775000000000002 -0.10071499999999999 -0.077944999999999987 0.15737500000000001 -0.042544999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.008842719205917773 -0.0024764540694120077 -0.017553108167237375 0.015222116428620687 -0.022170617162467529 0.012482864424111976 -0.017341834216244294 0.018638545677542799
leaf_weight=0.0011553386677537478 0.0011428003411499696 0.0010118518546950441 0.0015192102699846666 0.0011356729961275172 0.0011978705371774301 0.0012597228012940929 0.0010242585938756263
leaf_count=210 206 191 480 1496 692 409 226
internal_value=0 -0.00125993 0.00100481 -0.00274481 -0.00892548 -0.0028048 0.00750353
internal_weight=0 0.00829139 0.00727954 0.00576033 0.00359327 0.00245759 0.00216706
internal_count=3910 3700 3509 3029 2597 1101 432
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=7
num_cat=0
split_feature=49 160 133 42 48 16
split_gain=9.27781e-06 2.47931e-05 4.49401e-05 3.48728e-05 4.93685e-05 4.7772e-05
threshold=0.10447000000000002 -0.064339999999999994 -0.0023199999999999996 0.088115000000000013 0.087035000000000015 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.010260226261178382 0.0090735683931915893 -0.023108822522597459 0.012815369721381562 0.013172443860968761 -0.022499778854188072 -0.011515253287787739
leaf_weight=0.001563309504727349 0.0010021269578893406 0.0010157681258154425 0.0017465966538912883 0.0014426837599590585 0.0011548784505641023 0.0015000742513369366
leaf_count=901 378 821 497 594 245 474
internal_value=0 -0.00110462 -0.00369453 -0.000320195 -0.00474264 0.00157378
internal_weight=0 0.00842331 0.00686 0.00584423 0.00440155 0.00324667
internal_count=3910 3532 2631 1810 1216 971
is_linear=0
shrinkage=0.1


Tree=7179
num_leaves=7
num_cat=0
split_feature=13 39 48 457 13 3
split_gain=9.69765e-06 2.56377e-05 3.11483e-05 2.47342e-05 2.22256e-05 3.79357e-05
threshold=-0.23438999999999996 0.0042750000000000002 0.10329000000000001 0.082870000000000013 0.0024700000000000004 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0085704341714346079 0.010365991759357027 0.013742829938815457 -0.019614563016845561 0.013692308482092217 -0.014705665339889269 -0.0093027816094775149
leaf_weight=0.0011527367244894031 0.0019237493999726659 0.0010054361723475106 0.0010072806638436148 0.0010065884856776553 0.0013094417517727124 0.0020001571672793707
leaf_count=210 1771 422 199 210 562 536
internal_value=0 -0.0012213 -0.00329734 -0.000663332 -0.00342451 0.000340106
internal_weight=0 0.00825265 0.00724722 0.00623994 0.00523335 0.00392391
internal_count=3910 3700 3278 3079 2869 2307
is_linear=0
shrinkage=0.1


Tree=7180
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 12
split_gain=1.81563e-05 3.39405e-05 2.6266e-05 2.74964e-05 5.77593e-05 7.6714e-05 6.62183e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00026959348637370579 -0.00025170616762576714 0.00023072278946994064 -0.00061440706522982325 -0.00038138753377796574 0.00031723804414838917 0.00028266658246334648 -0.00031750766163098342
leaf_weight=0.0017105753041295338 0.0010498877834721433 0.0011870647466538254 0.0010174989052932522 0.0010232155891315179 0.0013627570368252555 0.0015707371157992784 0.0012849689885155123
leaf_count=804 715 220 592 359 126 423 671
internal_value=0 2.05277e-05 -3.66885e-05 -8.74036e-05 -2.9953e-05 -0.000152109 1.26089e-05
internal_weight=0 0.00915682 0.00744624 0.00625918 0.00523596 0.00387321 0.00285571
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=7181
num_leaves=8
num_cat=0
split_feature=50 15 16 0 4 0 4
split_gain=1.846e-05 3.37911e-05 4.78674e-05 3.15979e-05 5.27475e-05 4.35379e-05 1.57003e-05
threshold=0.086465000000000014 -0.14868999999999996 -0.38486499999999996 -0.10575999999999998 0.0057500000000000008 -0.06402999999999999 -0.23071499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00035895952627813625 -0.00025363942945407414 -0.00038090004386123283 -3.9482774599143324e-05 -0.00027100703056371776 0.00055458262695456115 -2.2342869369978646e-05 0.00027370003416396412
leaf_weight=0.0010126775205069527 0.0010483833172334122 0.001210067193053198 0.0012725522183041358 0.0019979850812743886 0.0010477687342322975 0.0015638691340274609 0.0012308008227940987
leaf_count=428 715 280 213 1659 83 244 288
internal_value=0 2.07683e-05 -2.038e-05 4.09521e-05 0.000228775 -4.99805e-05 0.000108037
internal_weight=0 0.00933572 0.00832304 0.00711298 0.00232032 0.00479266 0.00279467
internal_count=3910 3195 2767 2487 296 2191 532
is_linear=0
shrinkage=0.00196078


Tree=7182
num_leaves=7
num_cat=0
split_feature=131 159 15 48 0 52
split_gain=1.03357e-05 2.36481e-05 3.36773e-05 2.9372e-05 5.40999e-05 8.12804e-05
threshold=0.08103500000000001 0.073745000000000019 -0.11739999999999999 0.016865000000000002 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.017059487939923047 -0.0095771089054073957 0.014987936129919201 0.013389964199800096 0.012098487115808352 -0.030059928505948536 0.0039055402369597768
leaf_weight=0.0010980287592252998 0.0010124870967855937 0.0010724256227941627 0.0014052314497494988 0.0019525755749115938 0.0012259810599711521 0.001656515232820493
leaf_count=358 634 554 246 372 1028 718
internal_value=0 0.00111732 -0.000909732 0.00193194 -0.00269777 -0.0105406
internal_weight=0 0.00841076 0.00733833 0.0062403 0.00428773 0.0028825
internal_count=3910 3276 2722 2364 1992 1746
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=7
num_cat=0
split_feature=15 16 2 4 49 1
split_gain=1.2184e-05 3.64434e-05 2.88239e-05 4.12787e-05 4.1827e-05 6.96041e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.11085000000000002 -0.08422499999999998 -0.00064499999999999985 0.092550000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011316087480422931 0.0010962624702704604 0.0016586953185294745 0.0012848687926567117 0.0013917600506935766 0.0016277799445577172 0.0012101886703268303
leaf_count=459 284 689 414 480 1246 338
internal_value=0 -0.00136185 0.00123332 -0.00172773 0.0035154 0.0104793
internal_weight=0 0.00826956 0.00717329 0.00588842 0.00422973 0.00283797
internal_count=3910 3451 3167 2753 2064 1584
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=6
num_cat=0
split_feature=0 52 2 3 13
split_gain=1.10511e-05 2.52212e-05 1.63918e-05 2.91333e-05 2.33839e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.113945 0.084925000000000014 -0.014114999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01563675100014144 0.0067284310373349381 -0.011850719793745173 -0.0088223120660807959 0.014110393073264888 0.0052707493817484748
leaf_weight=0.0011154965072474321 0.0019248880817490464 0.0014044032051401198 0.0014137031236876553 0.0016743359656072395 0.0018464748565226949
leaf_count=597 446 1485 404 178 800
internal_value=0 -0.00177079 0.000669282 0.00339369 -0.00212585
internal_weight=0 0.00745441 0.00633892 0.00492521 0.00325088
internal_count=3910 3464 2867 2463 2285
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=8
num_cat=0
split_feature=11 2 2 52 3 52 3
split_gain=2.92064e-05 3.41432e-05 6.23247e-05 4.02541e-05 3.96423e-05 2.90344e-05 0.000117201
threshold=1.0000000180025095e-35 0.089710000000000012 0.085355000000000014 -0.081429999999999989 -1.0000000180025095e-35 0.10433000000000002 0.11265500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -5
right_child=-2 3 -4 5 -6 -7 -8
leaf_value=-0.00014889513436643707 -0.0003226782027123575 0.00047560122163790044 -0.00052136011590685595 0.00026689095970883512 0.00030319942649775154 0.00027015507715183148 -0.00053965556548982825
leaf_weight=0.0018578876408231891 0.0010177018071201383 0.0010440193917967853 0.0010435436174243864 0.0016637971989508162 0.0012456560573981014 0.0014727897056838325 0.0011867475235958881
leaf_count=1173 304 434 672 605 150 409 163
internal_value=0 2.68041e-05 -0.000106824 0.000130052 3.25601e-05 4.66073e-05 -6.8893e-05
internal_weight=0 0.00951444 0.00414709 0.00536735 0.00310354 0.00432333 0.00285054
internal_count=3910 3606 1995 1611 1323 1177 768
is_linear=0
shrinkage=0.00196078


Tree=7186
num_leaves=7
num_cat=0
split_feature=1 3 43 0 12 4
split_gain=1.04513e-05 2.32345e-05 2.07926e-05 3.22286e-05 5.03409e-05 2.28931e-05
threshold=0.10285500000000002 0.11265500000000002 -0.083094999999999988 -0.10071499999999999 0.089745000000000005 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.0072586779490399602 0.01143451381241227 -0.0053235045493839877 -0.0078503493818702658 -0.028710015308513678 0.00088049622138862936 0.013031646626796765
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leaf_count=820 666 271 158 984 807 204
internal_value=0 0.00440097 -0.0025421 -0.00608228 -0.0142591 0.00287057
internal_weight=0 0.00339699 0.00599272 0.00440248 0.00230097 0.00210151
internal_count=3910 937 2973 2153 1791 362
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=7
num_cat=0
split_feature=15 16 52 16 0 0
split_gain=9.72442e-06 3.00341e-05 2.66718e-05 4.16635e-05 3.32636e-05 2.68347e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.10433000000000002 0.26538000000000006 -0.061994999999999995 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
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leaf_weight=0.0011315042312350079 0.001092676964822771 0.001997692442287975 0.001146025785673209 0.0010691911472701099 0.0010077156066124063 0.0019297054361784045
leaf_count=459 284 300 542 426 235 1664
internal_value=0 -0.00122172 0.00113793 -0.00153033 0.00234693 -0.00181172
internal_weight=0 0.00824301 0.00715033 0.0060043 0.00493511 0.0039274
internal_count=3910 3451 3167 2625 2199 1964
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=9
num_cat=0
split_feature=50 4 2 150 48 3 1 42
split_gain=2.23687e-05 3.67116e-05 2.50916e-05 5.06745e-05 5.12562e-05 4.70818e-05 6.72926e-05 5.64984e-05
threshold=0.086465000000000014 0.28937500000000005 0.11339500000000001 0.086420000000000011 0.083775000000000002 -0.060719999999999989 0.079945000000000016 0.090240000000000015
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0004049899409731654 -0.00028189219688151993 0.00036021209510446743 -0.00031111426862429395 -0.00038382803303127228 0.00048557834823065413 0.00059218207631538068 -8.782416931775405e-05 0.00017359603874051059
leaf_weight=0.0015926987326451392 0.0010131916667128872 0.0011052321817260945 0.0010027213815847064 0.0010185509437378457 0.0010373228106174796 0.0010072101268083443 0.0012587077658933665 0.001094968416714892
leaf_count=1127 715 396 331 238 376 99 185 443
internal_value=0 2.52124e-05 -2.09988e-05 2.0503e-05 8.92458e-05 6.25043e-06 0.000214441 -0.000169271
internal_weight=0 0.00911741 0.00801218 0.00700946 0.00599091 0.00495359 0.00226592 0.00268767
internal_count=3910 3195 2799 2468 2230 1854 284 1570
is_linear=0
shrinkage=0.00196078


Tree=7189
num_leaves=8
num_cat=0
split_feature=50 4 0 43 15 0 48
split_gain=2.40258e-05 3.69674e-05 2.67145e-05 4.83285e-05 3.19759e-05 5.59392e-05 3.81075e-05
threshold=0.086465000000000014 0.28937500000000005 -0.017269999999999997 -0.089949999999999988 -0.0089749999999999986 -0.087479999999999988 0.083775000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00055927672360772305 -0.00038208086513326329 0.00025943786015089653 8.4577764986465341e-05 -0.00046888162351763904 0.00039881313835346842 -0.00023542907724992 -3.5366118602541335e-05
leaf_weight=0.001070197894002237 0.0010748293599857376 0.0011336593782011609 0.0019211340698890586 0.0014019103247249851 0.0010726774373543246 0.0010659227004876212 0.0017561415872870804
leaf_count=476 715 396 294 583 248 802 396
internal_value=0 -7.26547e-05 -0.000118079 -0.000179229 -0.00010244 8.26937e-05 -0.000227811
internal_weight=0 0.00942164 0.00828798 0.00636685 0.00529665 0.0021386 0.00315805
internal_count=3910 3195 2799 2505 2029 1050 979
is_linear=0
shrinkage=0.00196078


Tree=7190
num_leaves=8
num_cat=0
split_feature=159 15 0 48 12 15 3
split_gain=3.59379e-05 5.62611e-05 3.66002e-05 0.00011501 3.92007e-05 5.5995e-05 6.80918e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010050568565679362 0.0010623674765112773 0.001917055204432104 0.0010028869821778162 0.0011692716910157433 0.0018370217352693986 0.0014132421213657177 0.0015412792266234015
leaf_count=633 408 229 410 462 558 632 578
internal_value=0 2.51768e-05 -2.58366e-05 4.0209e-05 -7.29869e-05 -0.000182868 -4.698e-05
internal_weight=0 0.00994312 0.00888076 0.0069637 0.00579443 0.00395741 0.00295452
internal_count=3910 3277 2869 2640 2178 1620 1210
is_linear=0
shrinkage=0.00196078


Tree=7191
num_leaves=7
num_cat=0
split_feature=133 160 47 2 160 2
split_gain=1.01541e-05 3.51488e-05 2.3191e-05 4.24512e-05 3.93503e-05 3.56011e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.09550500000000002 0.086545000000000025 0.084835000000000008 0.11005500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=0.0087512408686257377 -0.013968208824166771 -0.015968539589824932 0.013297001807897418 -0.013491064132909521 0.018755266399451562 0.01082854601329207
leaf_weight=0.0011319773230323441 0.0017423456880196952 0.0014000641480004447 0.0014250754362252847 0.0013875022972365751 0.0012687965475853104 0.0010631681721820889
leaf_count=604 1086 802 227 542 302 347
internal_value=0 -0.00134608 0.00201426 -0.00112641 0.0044604 -0.00294055
internal_weight=0 0.00828695 0.00654461 0.00511953 0.00371947 0.00245067
internal_count=3910 3306 2220 1993 1191 889
is_linear=0
shrinkage=0.1


Tree=7192
num_leaves=8
num_cat=0
split_feature=51 484 150 15 3 0 15
split_gain=1.09731e-05 2.09372e-05 2.79648e-05 3.7393e-05 4.60164e-05 5.86463e-05 3.46352e-05
threshold=0.08955500000000001 0.073820000000000011 0.084800000000000014 -0.017214999999999998 -0.089974999999999986 -0.081964999999999996 -0.106555
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.00019532016387692312 -0.0089673328282657231 0.014204969816488883 0.014165827698252684 -0.013424998930965798 0.027981889140055061 -0.0037838628978885121 -0.022914911493066448
leaf_weight=0.0011892450000805916 0.0012198390546619099 0.0010751962187759857 0.0010658336823041797 0.0010959447220347317 0.0011149868213263675 0.0012140048559548531 0.0014262204058390167
leaf_count=462 487 456 271 438 582 592 622
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internal_weight=0 0.00818143 0.00710624 0.0060404 0.00342494 0.00232899 0.00261547
internal_count=3910 3423 2967 2696 1612 1174 1084
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=7
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split_feature=11 0 47 49 13 16
split_gain=1.83071e-05 2.58041e-05 3.77185e-05 4.15792e-05 6.25134e-05 4.16915e-05
threshold=0.076265000000000013 -0.017269999999999997 0.09252500000000001 -0.053904999999999988 -0.014114999999999997 -0.057604999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
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leaf_weight=0.0017357976357896968 0.0010114228416102369 0.0019042967690302785 0.0017771048824285259 0.0014533951470162834 0.0015852431584097333 0.0011182513145497532
leaf_count=379 291 325 363 1612 621 319
internal_value=0 2.12739e-05 -2.94487e-05 4.60632e-05 0.000152496 0.0003288
internal_weight=0 0.00957409 0.00766979 0.00589269 0.00415689 0.00270349
internal_count=3910 3619 3294 2931 2552 940
is_linear=0
shrinkage=0.00196078


Tree=7194
num_leaves=8
num_cat=0
split_feature=51 52 51 47 13 3 0
split_gain=1.07402e-05 3.08556e-05 2.00772e-05 2.98249e-05 5.55428e-05 5.48039e-05 1.56783e-05
threshold=-0.095859999999999987 -0.088354999999999989 0.08955500000000001 0.09252500000000001 -0.014114999999999997 -0.069909999999999986 -0.084794999999999995
decision_type=2 2 2 2 2 2 2
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leaf_value=0.009448003606640545 -0.017038246320994026 -0.014948325299253495 -0.011986814058895809 -0.011314213482595252 0.00031181460467193177 0.027333081863750733 0.0024781212598678631
leaf_weight=0.0010448083916189217 0.001084824897379843 0.001027192081124155 0.0010173619755635974 0.0011594927169253652 0.0013734463249519373 0.0016550864191122827 0.0010379687386438826
leaf_count=455 523 725 394 207 607 297 702
internal_value=0 -0.00130609 0.00104127 0.00316087 0.00645588 0.0150789 -0.00618963
internal_weight=0 0.00835537 0.00727055 0.00625319 0.00509369 0.00302853 0.00206516
internal_count=3910 3455 2932 2538 2331 904 1427
is_linear=0
shrinkage=0.1


Tree=7195
num_leaves=7
num_cat=0
split_feature=52 160 1 4 16 43
split_gain=1.04123e-05 2.21818e-05 2.38152e-05 3.80415e-05 2.61645e-05 1.82489e-05
threshold=-0.081429999999999989 0.043720000000000009 0.090355000000000005 0.053925000000000008 -0.083144999999999983 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1
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leaf_value=0.014869306918137032 0.0040416464240382128 -0.014876154556349733 0.020858007821565241 -0.0019616197851832938 -0.014924895862692423 -0.003315261386711075
leaf_weight=0.0011196159874763314 0.0013671253301563116 0.0011198337381923768 0.0011614541250816691 0.0019690000606341317 0.0015542032152924552 0.0010882834545848299
leaf_count=513 723 277 406 504 1029 458
internal_value=0 -0.00194747 0.000444878 0.00650487 -0.00604892 0.00590605
internal_weight=0 0.00717162 0.00605178 0.00313045 0.00292133 0.0022079
internal_count=3910 2939 2662 910 1752 971
is_linear=0
shrinkage=0.1


Tree=7196
num_leaves=7
num_cat=0
split_feature=0 51 2 49 15 12
split_gain=1.10457e-05 2.55499e-05 2.31151e-05 4.10141e-05 4.91451e-05 1.40136e-05
threshold=-0.017269999999999997 -0.07174999999999998 0.086545000000000025 1.0000000180025095e-35 0.035895000000000003 0.085250000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.014626151115981338 0.0066743865369615248 -0.015353783942024605 0.021442857002535162 -0.010835141976585486 -0.0060027103668251402 0.00067964372748025611
leaf_weight=0.0012904635340125091 0.0019198897325207482 0.0011021762701546808 0.0018469497432884773 0.001119482456788657 0.001008786034513022 0.0010785771407609858
leaf_count=545 446 461 593 461 570 834
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internal_weight=0 0.00744644 0.00615597 0.00397522 0.00285574 0.00218075
internal_count=3910 3464 2919 1624 1163 1295
is_linear=0
shrinkage=0.1


Tree=7197
num_leaves=8
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split_feature=50 4 150 2 3 1 1
split_gain=1.84677e-05 2.69828e-05 2.59798e-05 3.2519e-05 5.72114e-05 7.95917e-05 1.35187e-05
threshold=0.086465000000000014 0.28937500000000005 0.086420000000000011 0.106035 -0.084129999999999996 0.079945000000000016 0.10134000000000001
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=-0.00020270517984837319 -0.00025802571724814087 0.00031034801381042622 -0.00027382673872010019 -0.00023120683773781767 0.00061972191133178982 -0.00013275361082486719 0.00017814673214652232
leaf_weight=0.0016041605232861504 0.0010161425498882238 0.0010876540120466011 0.0012875858775589855 0.0014230388324295417 0.0013408333546925575 0.0011578183915952798 0.0010039913363168785
leaf_count=836 715 396 310 430 726 308 189
internal_value=0 2.09863e-05 -1.92731e-05 3.0921e-05 0.000103964 0.000244415 1.16353e-05
internal_weight=0 0.00890508 0.00781743 0.00652984 0.0051068 0.00350264 0.00216181
internal_count=3910 3195 2799 2489 2059 1223 497
is_linear=0
shrinkage=0.00196078


Tree=7198
num_leaves=7
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split_feature=49 2 52 12 52 2
split_gain=9.73125e-06 2.34581e-05 2.02289e-05 3.00587e-05 1.3047e-05 1.26728e-05
threshold=0.10251500000000001 0.11260500000000001 0.090300000000000005 0.088325000000000015 -0.069134999999999988 0.085155000000000022
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013062814328860936 0.0010087391016586041 0.0015410942289216601 0.0015170194955924582 0.0019293944732242194 0.001025591971069802 0.0010329773881862731
leaf_count=495 408 500 724 894 506 383
internal_value=0 -0.00120536 -0.00372618 -0.000808981 -0.00651471 -0.00155441
internal_weight=0 0.00835236 0.00681126 0.00529425 0.00336485 0.00205857
internal_count=3910 3502 3002 2278 1384 889
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=9
num_cat=0
split_feature=50 160 133 42 15 2 2 4
split_gain=3.33745e-05 3.11588e-05 4.72694e-05 4.18744e-05 5.24745e-05 5.12816e-05 6.86487e-05 3.01567e-05
threshold=0.086465000000000014 0.087825000000000014 0.087550000000000017 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089785000000000018 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00012259035888038958 -0.0003368375883862394 -0.00022793837673658253 -0.00029542220645051791 0.00050290224206893039 -0.00029034587999242047 -0.00016587705339567954 0.00072886689807440412 0.00033484920856764055
leaf_weight=0.0010831146972639007 0.001049448005880243 0.0014877729394856863 0.0010975951034737658 0.0010511362705291731 0.0011836819750316169 0.0012337747263535927 0.0010065290154273191 0.0011344062647085243
leaf_count=427 715 375 640 282 690 321 289 171
internal_value=0 3.20773e-05 8.17349e-05 0.000143589 7.66407e-05 0.000174086 0.000304183 0.00011142
internal_weight=0 0.00927801 0.00779024 0.00669264 0.00564151 0.00445782 0.00322405 0.00221752
internal_count=3910 3195 2820 2180 1898 1208 887 598
is_linear=0
shrinkage=0.00196078


Tree=7200
num_leaves=9
num_cat=0
split_feature=50 4 2 150 48 3 42 1
split_gain=2.63527e-05 3.0689e-05 3.28682e-05 6.20702e-05 4.95789e-05 4.57708e-05 6.43026e-05 4.85533e-05
threshold=0.086465000000000014 0.28937500000000005 0.11339500000000001 0.086420000000000011 0.083775000000000002 -0.060719999999999989 0.090240000000000015 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00040210100268180739 -0.00030543445666947046 0.00033025607489564694 -0.00034737077062619936 -0.00041570996355426513 0.00049806300426669971 0.00054771438304049324 0.00021588030637773162 -2.8729497467594986e-05
leaf_weight=0.0015746807435761364 0.0010269996847645816 0.0011174682405962382 0.0010094926892953429 0.0010209811221115438 0.00103316716486734 0.001020999374733756 0.0010992437602148264 0.0012490123140897892
leaf_count=1127 715 396 331 238 376 102 443 182
internal_value=0 2.58618e-05 -1.66169e-05 3.10953e-05 0.000107416 2.57805e-05 -0.00014805 0.000230542
internal_weight=0 0.00912505 0.00800758 0.00699808 0.0059771 0.00494394 0.00267392 0.00227001
internal_count=3910 3195 2799 2468 2230 1854 1570 284
is_linear=0
shrinkage=0.00196078


Tree=7201
num_leaves=8
num_cat=0
split_feature=51 52 2 3 13 3 0
split_gain=1.03404e-05 2.9101e-05 2.29931e-05 3.68318e-05 2.16638e-05 2.21859e-05 3.26063e-05
threshold=-0.095859999999999987 -0.088354999999999989 0.113945 0.097615000000000021 -0.014114999999999997 -0.089974999999999986 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00833938 0.00725756 0.00575795 0.00461013 0.00316102 0.00205376
internal_count=3910 3455 2932 2483 2363 914 555
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=8
num_cat=0
split_feature=52 12 0 52 2 2 15
split_gain=2.25816e-05 3.47165e-05 6.2122e-05 5.69447e-05 5.4614e-05 5.4042e-05 2.96058e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 -5.89901e-05 -9.20148e-06 -9.56217e-05 5.06214e-06 0.000191685 0.000153045
internal_weight=0 0.00818838 0.0071075 0.00581509 0.0045815 0.00260323 0.00252701
internal_count=3910 2939 2553 2329 1895 806 971
is_linear=0
shrinkage=0.00196078


Tree=7203
num_leaves=8
num_cat=0
split_feature=52 52 0 16 3 15 43
split_gain=1.11169e-05 1.92353e-05 3.06623e-05 3.67337e-05 2.8624e-05 2.39727e-05 1.47674e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.083424999999999985 -0.089864999999999987 -0.088024999999999978 -0.106555 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 5 -4 -3 -1
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leaf_weight=0.0011198714377607278 0.0012940864794730817 0.0012145534159845781 0.0010005493693251866 0.001054077970293844 0.0013946320920725595 0.0012211393969348019 0.0010901862049886135
leaf_count=513 527 303 335 433 839 502 458
internal_value=0 -0.0019929 0.000434418 0.00641442 -0.00827843 -0.000334881 0.00611799
internal_weight=0 0.00717904 0.00588495 0.00348977 0.00239518 0.00243569 0.00221006
internal_count=3910 2939 2412 1238 1174 805 971
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=8
num_cat=0
split_feature=11 0 48 42 4 42 15
split_gain=4.02399e-05 4.04434e-05 0.000147768 4.46613e-05 4.51691e-05 5.52318e-05 4.28202e-05
threshold=0.077330000000000024 -0.18901999999999997 0.08955500000000001 0.086325000000000013 -0.14301 -0.088669999999999985 -0.021529999999999997
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0019989938935068155 0.0010146464101898388 0.0013502557580837207 0.0011132278570869887 0.0019728678088347246 0.0011350645496160769 0.0012112750535728494 0.0011593379704730228
leaf_count=214 279 160 433 1234 414 479 697
internal_value=0 3.54534e-05 9.81983e-05 -9.78952e-06 9.12836e-05 -2.60807e-05 -0.000196382
internal_weight=0 0.00994102 0.00794203 0.0068288 0.00485593 0.00350568 0.00237061
internal_count=3910 3631 3417 2984 1750 1590 1176
is_linear=0
shrinkage=0.00196078


Tree=7205
num_leaves=8
num_cat=0
split_feature=50 47 42 1 43 43 16
split_gain=2.35578e-05 2.8024e-05 3.59812e-05 3.6927e-05 4.84019e-05 4.97655e-05 1.43266e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 6 3 -5 5 -7 -8
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leaf_weight=0.0010675826840668813 0.0010684429788100835 0.0010892050456327968 0.0014486423870832175 0.0016678040467145187 0.0018255571403799668 0.0011680585326191361 0.0011296405817580843
leaf_count=787 715 152 501 616 692 216 231
internal_value=0 2.29554e-05 8.24921e-05 0.000140522 4.71218e-05 -9.52557e-05 -0.000169637
internal_weight=0 0.00939649 0.00717764 0.00611006 0.00444226 0.00299362 0.00221885
internal_count=3910 3195 2812 2025 1409 908 383
is_linear=0
shrinkage=0.00196078


Tree=7206
num_leaves=7
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split_feature=0 12 3 2 4 4
split_gain=1.09873e-05 1.90551e-05 3.68165e-05 3.81424e-05 2.6841e-05 4.64697e-05
threshold=0.10302000000000001 0.092365000000000017 -0.016619999999999996 0.087995000000000004 0.0057500000000000008 0.074650000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7
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leaf_weight=0.0010926463640622257 0.0012990310240007389 0.001790110776905573 0.0015823206671521095 0.0011676520322788011 0.0010933074428368229 0.001394612096126583
leaf_count=1159 210 1076 374 649 106 336
internal_value=0 -0.00144827 0.00112764 0.0113612 -0.00455531 0.00192086
internal_weight=0 0.00812065 0.00633054 0.0022603 0.00407024 0.00248792
internal_count=3910 3700 2624 1808 816 442
is_linear=0
shrinkage=0.1


Tree=7207
num_leaves=8
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split_feature=1 52 0 16 0 151 2
split_gain=9.75221e-06 2.03329e-05 4.0614e-05 4.20984e-05 3.76884e-05 3.04885e-05 3.89012e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.10071499999999999 -0.0088999999999999982 0.091525000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.013880069521154198 0.008803544045766061 -0.014524449962196765 0.024482135225885979 -0.0016562674978306494 -0.02014979069110049 -0.0039835193729826999 0.021051929079912976
leaf_weight=0.001066982603459837 0.0010936247049986381 0.0010121016907513498 0.0011981903526329172 0.0012685344411396521 0.0011935527009020027 0.001521457647424387 0.0010482958825808776
leaf_count=193 331 580 520 421 1465 177 223
internal_value=0 -0.00124186 0.00060045 0.0110402 -0.00473093 0.000329444 0.00622935
internal_weight=0 0.00830912 0.00729701 0.00246672 0.00483029 0.00363674 0.00256975
internal_count=3910 3579 2999 941 2058 593 400
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=8
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split_feature=11 48 2 2 2 2 4
split_gain=1.93814e-05 3.26436e-05 3.49951e-05 3.85906e-05 3.11795e-05 4.03574e-05 4.34667e-05
threshold=0.076265000000000013 0.091555000000000011 0.11260500000000001 0.10113500000000002 0.091525000000000009 0.085355000000000014 -0.0010999999999999996
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00029460556560367574 -0.00026825230727430351 0.00025898131169129911 0.00026800365429740993 -0.00042621011931471669 0.00027463832087690286 -0.00038277190183432126 -0.00017780104399131401
leaf_weight=0.001315177281903166 0.0010087727486329896 0.0017567522882810426 0.0012206607289584302 0.0011133664540670454 0.0010689952988541373 0.0013377469135366499 0.0017389498099821834
leaf_count=909 291 434 448 264 410 803 351
internal_value=0 1.75243e-05 -3.68934e-05 -9.35046e-05 -2.56724e-05 -9.87689e-05 2.56281e-05
internal_weight=0 0.00955165 0.0077949 0.00657424 0.00546087 0.00439187 0.00305413
internal_count=3910 3619 3185 2737 2473 2063 1260
is_linear=0
shrinkage=0.00196078


Tree=7209
num_leaves=7
num_cat=0
split_feature=13 16 1 3 49 2
split_gain=9.71351e-06 3.58194e-05 3.72721e-05 4.06747e-05 3.60383e-05 3.21772e-05
threshold=-0.091229999999999992 0.23932500000000004 0.077800000000000022 -0.015064999999999997 -0.014989999999999998 0.099990000000000009
decision_type=2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7
leaf_value=-0.0078615100069460066 -0.016822971819458764 0.013697415759547905 0.016467811283949713 -0.020443001614944414 0.0026320559842588935 0.015959525705423434
leaf_weight=0.0010060100182551735 0.0018645766077901582 0.0012186992116210403 0.0011200501079901004 0.0010795124316500648 0.0018144358732695173 0.0012996039219951995
leaf_count=363 1595 494 776 163 275 244
internal_value=0 -0.00190534 -0.00513997 0.000286995 -0.0059755 0.00556568
internal_weight=0 0.00709727 0.00587858 0.004014 0.00289395 0.00230561
internal_count=3910 3303 2809 1214 438 607
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=8
num_cat=0
split_feature=50 4 151 4 3 0 16
split_gain=2.36834e-05 2.60181e-05 2.65048e-05 2.73648e-05 3.82148e-05 3.38911e-05 2.66813e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 -0.025214999999999998 -0.046444999999999993 -0.10071499999999999 -0.096824999999999981
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.0002321536632771774 -0.0002841765678237061 0.0003126173145947204 -9.6122992962311346e-05 -0.00026694997963576221 0.00035135492688289586 -0.00046064054858636753 0.00016249401461254908
leaf_weight=0.0014325735948270213 0.0010290345381649907 0.0010983997460212386 0.0019899991451865946 0.0010749036566991515 0.0011623173026403858 0.0011380688082735235 0.0011527351525588234
leaf_count=454 715 396 1282 205 155 585 118
internal_value=0 2.97473e-05 -9.33202e-06 -6.24073e-05 6.88704e-05 -0.000185362 -4.47258e-05
internal_weight=0 0.009049 0.0079506 0.00651802 0.00315232 0.00336571 0.00222764
internal_count=3910 3195 2799 2345 1437 908 323
is_linear=0
shrinkage=0.00196078


Tree=7211
num_leaves=7
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split_feature=50 4 151 15 1 3
split_gain=9.12665e-06 2.20215e-05 2.56587e-05 2.71147e-05 3.79234e-05 2.31086e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 -0.07142999999999998 0.088135000000000005 -0.069909999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.011694868838746424 -0.0090952751519367599 0.014777625915254595 -0.015062491017884492 -0.0005916826342780763 -0.01392358244318067 0.01692164255855309
leaf_weight=0.0013272665491449965 0.0010005432099843134 0.0010203877277903907 0.0015505914551393668 0.0019398082993783883 0.0013268724460689307 0.0012318756207151302
leaf_count=452 747 396 563 1120 422 210
internal_value=0 0.0010085 -0.000896204 -0.00365886 0.000271818 0.00621046
internal_weight=0 0.0083968 0.00737641 0.00604915 0.00449856 0.00317168
internal_count=3910 3163 2767 2315 1752 1330
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=8
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split_feature=47 4 4 1 4 0 16
split_gain=1.5899e-05 3.7752e-05 3.88246e-05 3.46124e-05 4.94766e-05 3.30262e-05 1.78701e-05
threshold=0.11669500000000001 0.25367000000000006 0.055260000000000011 0.095575000000000007 -0.076329999999999995 -0.10783 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00030743441007612782 -0.00023946073773448056 0.00029438706564487865 -0.00038385023874757789 0.00029052354812369834 -3.1147785789083106e-05 -0.00051911104700563847 -1.1476540957962924e-05
leaf_weight=0.0010999316793670016 0.0010121288132276278 0.0015862187967389651 0.0010729060862793068 0.001409470528127542 0.0010325764566058604 0.0011027991591899212 0.0017508108389595674
leaf_count=622 179 497 296 527 131 1152 506
internal_value=0 1.96624e-05 -3.86858e-05 1.9218e-05 -5.74744e-05 -0.000283153 0.000111572
internal_weight=0 0.00905471 0.00746849 0.00639559 0.00498612 0.00213538 0.00285074
internal_count=3910 3731 3234 2938 2411 1283 1128
is_linear=0
shrinkage=0.00196078


Tree=7213
num_leaves=9
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split_feature=4 0 43 12 160 15 15 0
split_gain=2.47477e-05 4.56369e-05 3.49824e-05 5.44144e-05 3.47478e-05 3.4585e-05 5.25342e-05 3.83089e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.086110000000000006 -0.10469999999999999 -0.03231499999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8
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leaf_value=-0.00030569173103217774 -0.00055086416321727995 0.00037892492574614195 -0.00013185956643741356 7.3464675429984417e-05 -0.00029253390524400236 0.00051295385147062179 0.0003078233012991101 -0.00020858669338767507
leaf_weight=0.0010043841160669404 0.001108945764046003 0.0011798278367120942 0.0016270199829453167 0.0010401324060885402 0.0010052658372139986 0.0013810028496297122 0.0010127403368905038 0.0012147565044526778
leaf_count=208 836 252 380 348 214 463 158 1051
internal_value=0 1.78419e-05 -3.29355e-05 -0.000248695 4.13636e-05 0.000105475 0.000212485 2.62012e-05
internal_weight=0 0.00956969 0.00838986 0.00214908 0.00624079 0.00523552 0.0036085 0.0022275
internal_count=3910 3702 3450 1184 2266 2052 1672 1209
is_linear=0
shrinkage=0.00196078


Tree=7214
num_leaves=7
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split_feature=11 48 42 49 15 1
split_gain=3.58955e-05 4.5781e-05 4.16001e-05 4.38737e-05 5.47236e-05 8.49868e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 -0.065249999999999989 -0.017214999999999998 0.077800000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
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leaf_weight=0.0010422724279406893 0.0010147451573619898 0.0017717856389820709 0.001958078444119828 0.0018612943764672284 0.0018494010123394921 0.0011553031948905374
leaf_count=208 291 434 1250 694 683 350
internal_value=0 3.05227e-05 -3.36123e-05 4.84749e-05 0.000126675 0.000290333
internal_weight=0 0.00963814 0.00786635 0.00590827 0.004866 0.0030047
internal_count=3910 3619 3185 1935 1727 1033
is_linear=0
shrinkage=0.00196078


Tree=7215
num_leaves=8
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split_feature=156 15 151 47 12 0 12
split_gain=9.63111e-06 2.18515e-05 3.89715e-05 4.71745e-05 5.14093e-05 3.5373e-05 2.91464e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.010839196408487767 -0.0093511746646356333 0.019474367889562597 -0.003785981255354229 0.01860041423240728 0.018049812365961992 -0.028702626034014952 -0.0037353910434911246
leaf_weight=0.0013119650107192458 0.0010015744562368875 0.0012201216639335421 0.0012386971028432534 0.0010926549455702794 0.0010616131554297031 0.0010550506488231598 0.001456982690828147
leaf_count=528 571 424 187 179 653 597 771
internal_value=0 0.00102066 0.00320444 -0.000157334 -0.00441633 -0.0152468 0.00544729
internal_weight=0 0.00843709 0.00712512 0.005905 0.00481234 0.00229375 0.0025186
internal_count=3910 3339 2811 2387 2208 784 1424
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=8
num_cat=0
split_feature=52 2 0 0 12 43 4
split_gain=8.47153e-06 1.44649e-05 2.64916e-05 3.35389e-05 4.53671e-05 4.81693e-05 1.34852e-05
threshold=-0.081429999999999989 0.113945 -0.17106499999999999 -0.10209999999999998 0.091555000000000011 -0.0037249999999999996 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0019223958384818444 0.014738814552411487 -0.010416109470543979 -0.017463881885572689 -0.0059648089934342344 -0.013776956612631603 0.02328701541420309 0.013719226235635673
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leaf_count=713 115 466 312 965 712 369 258
internal_value=0 -0.00173647 0.00057809 -0.002713 0.00221651 0.0104217 0.00533388
internal_weight=0 0.0072002 0.00568437 0.0046124 0.0034571 0.00228488 0.00221628
internal_count=3910 2939 2473 2358 2046 1334 971
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=7
num_cat=0
split_feature=0 1 2 3 48 15
split_gain=9.53725e-06 1.98045e-05 2.22854e-05 4.00249e-05 3.89956e-05 2.02096e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010777786507938738 0.0012999512565976456 0.0015096494041746057 0.0012700935392252902 0.0019128705968405905 0.001321207769240437 0.0010068756562541963
leaf_count=1200 210 711 383 463 214 729
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internal_weight=0 0.00809848 0.00601382 0.00474373 0.00323408 0.00208465
internal_count=3910 3700 1771 1388 677 1929
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=7
num_cat=0
split_feature=43 43 12 3 1 4
split_gain=9.35689e-06 3.51677e-05 3.26226e-05 3.96285e-05 2.72155e-05 5.66906e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00315064 0.00623345 0.00478296 0.00356552 0.002032
internal_count=3910 1556 2354 1432 651 400
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=8
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split_feature=13 48 0 52 16 43 15
split_gain=1.03318e-05 2.75561e-05 2.77052e-05 3.75731e-05 2.72699e-05 4.17067e-05 2.57302e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.0082103 0.00720511 0.00255241 0.0046527 0.00351016 0.00248438
internal_count=3910 3700 3509 519 2990 2540 2020
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=9
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split_feature=160 11 3 0 48 2 3 1
split_gain=3.68257e-05 4.49859e-05 5.87596e-05 3.59234e-05 0.000114082 9.7582e-05 5.00216e-05 2.85008e-05
threshold=0.099550000000000013 0.077330000000000024 -0.10628499999999998 -0.18901999999999997 0.086870000000000017 0.106035 -0.075954999999999981 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0012116427501899533 0.0010566080031879409 0.0010062294803804229 0.0015280942269183225 0.0016470877431545312 0.001113878586507285 0.0011285964417048645 0.001174566280273999 0.0012629648780809548
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internal_value=0 3.15793e-05 7.52316e-05 1.32375e-05 7.84023e-05 -4.3301e-05 9.77107e-05 0.000276078
internal_weight=0 0.0100731 0.00906683 0.00785519 0.00632709 0.00521322 0.00408462 0.00243753
internal_count=3910 3599 3329 3101 2918 2475 2069 588
is_linear=0
shrinkage=0.00196078


Tree=7221
num_leaves=8
num_cat=0
split_feature=11 3 48 4 3 49 51
split_gain=3.97995e-05 4.94241e-05 2.70391e-05 6.04375e-05 5.0116e-05 3.61693e-05 5.40534e-05
threshold=0.077330000000000024 -0.10628499999999998 0.09227500000000001 -0.082054999999999975 -0.075954999999999981 -0.006494999999999999 -0.004559999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=0.00038062459639700424 -0.00038125422158227887 0.00023724115077552611 0.00020968154883215033 -0.00052274385850935268 -0.00034716084299338539 0.00040598829261469189 -0.00016037198314666532
leaf_weight=0.0013264953636800735 0.0010044691862355114 0.001765377573901012 0.0015384468170620237 0.0012617987061115821 0.0012852504778628222 0.0010331276079069221 0.0017374633961150137
leaf_count=247 279 624 390 1329 239 204 598
internal_value=0 2.82784e-05 -2.59335e-05 -7.71096e-05 -0.000181469 -7.52967e-05 5.08185e-05
internal_weight=0 0.00994796 0.00862146 0.00708302 0.00531764 0.00405584 0.00277059
internal_count=3910 3631 3384 2994 2370 1041 802
is_linear=0
shrinkage=0.00196078


Tree=7222
num_leaves=6
num_cat=0
split_feature=0 42 47 4 0
split_gain=1.03768e-05 2.70311e-05 2.54327e-05 2.54439e-05 3.95712e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.087850000000000025 -0.065054999999999988 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.015698944787903533 0.0064827712004874851 -0.0083436439184806435 -0.0094285257476845671 -0.00080524119502989972 0.020710168561526549
leaf_weight=0.0011708010629133308 0.0019283358166267903 0.0011169221019772888 0.0017430027945455687 0.0018709993400945844 0.001573935968711567
leaf_count=1005 446 704 361 292 1102
internal_value=0 -0.00174481 0.000846446 0.00477233 0.00902481
internal_weight=0 0.00747566 0.00630486 0.00456186 0.00344494
internal_count=3910 3464 2459 2098 1394
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=7
num_cat=0
split_feature=4 16 52 16 15 3
split_gain=9.62093e-06 1.56293e-05 2.50697e-05 5.46819e-05 4.38259e-05 3.46547e-05
threshold=0.25367000000000006 -0.092424999999999993 0.10433000000000002 0.26538000000000006 -0.0063699999999999989 -0.08323499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0092480998168970908 0.0065623648363465157 -0.0097900767537825156 0.015370221210335579 -0.021726112799604094 0.00073564033545584547 0.026184512795473097
leaf_weight=0.001977764898913382 0.0017820365849860178 0.0013995546550607521 0.0010085323689370393 0.0010803034726716869 0.0011139136733367111 0.0010297436557224814
leaf_count=576 534 792 460 430 622 496
internal_value=0 -0.00160043 0.00108515 -0.00203087 0.00397409 0.0129605
internal_weight=0 0.00760981 0.00563205 0.00462352 0.00354321 0.00214366
internal_count=3910 3376 2800 2340 1910 1118
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=8
num_cat=0
split_feature=11 48 2 43 2 0 0
split_gain=2.53707e-05 3.01965e-05 2.85651e-05 3.88188e-05 3.62785e-05 3.93583e-05 2.6117e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.074254999999999988 0.093070000000000014 -0.10071499999999999 -0.066689999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-8.2913479593985033e-05 -0.00030298010304854182 0.00025958226795979905 0.00025099977900236426 0.00011465276142494429 -0.00050042690870685238 -0.00035650192203871676 0.00031535405129775961
leaf_weight=0.0013091093955572438 0.0010044130840994757 0.0017210868474287315 0.0011918568219772968 0.0016286171926818147 0.0011174040707471258 0.0011723508470824588 0.0012257973595110844
leaf_count=984 304 433 448 177 332 1076 156
internal_value=0 2.4934e-05 -2.78904e-05 -7.93986e-05 -0.000201716 -8.255e-05 0.000109676
internal_weight=0 0.00936622 0.00764514 0.00645328 0.00391837 0.00280097 0.00253491
internal_count=3910 3606 3173 2725 1585 1253 1140
is_linear=0
shrinkage=0.00196078


Tree=7225
num_leaves=9
num_cat=0
split_feature=160 50 156 49 2 4 12 0
split_gain=2.80971e-05 3.93477e-05 3.16883e-05 3.72782e-05 4.34583e-05 4.93731e-05 5.10005e-05 4.01446e-05
threshold=0.099550000000000013 0.086465000000000014 0.083820000000000019 1.0000000180025095e-35 0.10910500000000002 -0.08422499999999998 0.089745000000000005 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00023927502537120357 -0.00032286567722042414 -0.0003381581271547594 -0.00025600120224667861 -0.00022008772137843374 0.00051248824588093461 0.00026092142568820116 0.00049134909800046568 -0.00023700345352918785
leaf_weight=0.0013083757673900678 0.0010140398528180354 0.0010494142426877165 0.0010447720585965896 0.0011296877596092166 0.0011446636774678585 0.0013434184009793277 0.0014594860186401279 0.0011601160531003844
leaf_count=448 311 664 512 433 347 161 477 557
internal_value=0 2.02591e-05 6.40432e-05 0.000108356 0.000166186 9.09874e-05 0.000200022 3.01874e-05
internal_weight=0 0.00963993 0.00859052 0.00754575 0.00641606 0.0052714 0.00396302 0.00250353
internal_count=3910 3599 2935 2423 1990 1643 1195 718
is_linear=0
shrinkage=0.00196078


Tree=7226
num_leaves=8
num_cat=0
split_feature=15 42 2 2 15 3 12
split_gain=1.01648e-05 2.18097e-05 2.37935e-05 3.19248e-05 3.68266e-05 5.02765e-05 2.5864e-05
threshold=0.088615000000000013 -0.082904999999999993 0.086545000000000025 0.095195000000000016 -0.10312999999999999 0.10420500000000001 0.081660000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.014147349066560819 -0.0085203700501536844 0.00082505228648912469 0.01679199293309467 0.012433842564299922 -0.025219092822613955 0.0044347815819483806 -0.020491898697669268
leaf_weight=0.0011248599332498764 0.0012341126672942319 0.0012054499288304456 0.0012647397517391266 0.0012037863616225762 0.0010550294676165465 0.001248142938069797 0.0010783240001993009
leaf_count=480 875 302 564 328 480 157 724
internal_value=0 0.00121572 -0.000845982 0.00317152 -0.00174053 -0.00914897 -0.00924012
internal_weight=0 0.00818033 0.00705547 0.0047717 0.00350696 0.00230317 0.00228377
internal_count=3910 3035 2555 1529 965 637 1026
is_linear=0
shrinkage=0.1


Tree=7227
num_leaves=9
num_cat=0
split_feature=43 16 43 12 3 160 48 4
split_gain=2.63979e-05 4.60097e-05 7.95335e-05 3.37418e-05 3.92101e-05 2.99083e-05 3.96269e-05 4.61045e-05
threshold=-0.074254999999999988 0.22945500000000005 -0.093039999999999984 0.089995000000000006 -0.078669999999999976 -0.025614999999999995 0.09227500000000001 0.018480000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 7 -7
right_child=3 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00033383813009535884 0.00033679200257258818 0.00046809894279596317 0.00037053639404163984 -0.00032582486898368726 0.00018719099741449545 -0.00064070511010158788 0.00013373539970661945 -6.4311488830639285e-05
leaf_weight=0.0013688973308598387 0.0010517760270350269 0.0010786374768155093 0.0011210354901951868 0.0016163728581943676 0.0011373646999506982 0.0010066085551904609 0.001024102317599633 0.001135268029426022
leaf_count=497 710 240 819 922 211 181 136 194
internal_value=0 0.000129829 -1.67096e-05 -7.75317e-05 -2.58764e-06 -8.55351e-05 -0.000183511 -0.000335197
internal_weight=0 0.00356857 0.00248993 0.00697149 0.00535512 0.00430334 0.00316598 0.00214188
internal_count=3910 1556 1316 2354 1432 722 511 375
is_linear=0
shrinkage=0.00196078


Tree=7228
num_leaves=8
num_cat=0
split_feature=43 3 4 4 150 1 3
split_gain=1.14604e-05 3.45891e-05 2.22617e-05 3.39818e-05 2.9399e-05 4.51835e-05 1.42181e-05
threshold=-0.057994999999999998 -0.075954999999999981 -0.34687499999999999 -0.076329999999999995 0.083205000000000015 0.11198000000000001 -0.100615
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 -1
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0048770822378838737 -0.015841937275212478 0.018365394468970123 0.015904802966610825 -0.018945336102331685 0.010007305101918872 0.0067027926066000627 -0.011617284625800237
leaf_weight=0.0010923864337186431 0.0010534678574227853 0.0011848974765674546 0.0010764409237251421 0.001827654799323941 0.0010784084187504049 0.001100412835279846 0.0010019255635680708
leaf_count=267 227 536 722 715 209 263 971
internal_value=0 0.00471123 -0.00261166 0.000130407 -0.00410778 -0.00930638 -0.00301388
internal_weight=0 0.00327921 0.00613638 0.00508292 0.00400648 0.00292807 0.00209431
internal_count=3910 1774 2136 1909 1187 978 1238
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=8
num_cat=0
split_feature=11 0 47 4 16 2 4
split_gain=2.80971e-05 3.26976e-05 3.30664e-05 3.1299e-05 4.3262e-05 8.42983e-05 2.93451e-05
threshold=0.076265000000000013 -0.017269999999999997 0.096175000000000024 0.0057500000000000008 -0.008069999999999999 0.086130000000000012 0.05864500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=0.00016395741667507007 -0.00032236730830337821 0.00024613360996090155 -0.00030115650349382136 0.00040940008698082454 0.00021200140536990379 -0.00059273864140864266 1.2233861464836291e-05
leaf_weight=0.001012301895140689 0.0010315586004725529 0.001936113651686608 0.0014913841655810238 0.0011838156374824338 0.0011122296795112005 0.0012839301543718748 0.0018069719873170904
leaf_count=780 291 325 331 198 640 806 539
internal_value=0 1.7798e-05 -3.82284e-05 2.30487e-05 -0.000105404 -0.000259147 0.00016944
internal_weight=0 0.00982675 0.00789063 0.00639925 0.00340846 0.00229623 0.00299079
internal_count=3910 3619 3294 2963 2226 1586 737
is_linear=0
shrinkage=0.00196078


Tree=7230
num_leaves=8
num_cat=0
split_feature=50 42 51 16 49 16 15
split_gain=1.10681e-05 2.63561e-05 2.88096e-05 3.83919e-05 4.78526e-05 4.21596e-05 1.46295e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.045004999999999996 0.058875000000000004 -0.106555
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=-0.011798631653175956 -0.010014142005035837 -0.011681380621501323 0.014184171491383147 0.029617107152682284 -0.001581221196131091 0.0041361873076012062 -0.018332995539826348
leaf_weight=0.0013310797984003126 0.0010000284912586909 0.0010583598851516716 0.0013057664472896878 0.0011515184530755307 0.0010105551327204447 0.0014889201504781782 0.0010768507755793957
leaf_count=867 731 480 227 579 288 286 452
internal_value=0 0.00111319 0.00353659 0.00620599 -0.000830667 0.0152486 -0.0102231
internal_weight=0 0.00842305 0.00709197 0.00603361 0.00339317 0.00264044 0.00208741
internal_count=3910 3179 2312 1832 967 865 740
is_linear=0
shrinkage=0.1


Tree=7231
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 0 12
split_gain=1.88211e-05 2.60612e-05 3.14012e-05 2.8927e-05 3.89452e-05 3.52035e-05 2.93508e-05
threshold=0.086465000000000014 -0.14789999999999995 -0.42360999999999993 0.091555000000000011 -0.10575999999999998 0.10302000000000001 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00032011867005341926 -0.00025450724816768709 -0.00032749091701734243 0.00022139074177062064 0.00033467725773811641 -6.9363935488844748e-05 0.00015004940684962029 -0.00046364442797578419
leaf_weight=0.0010059816433679704 0.0010524984023665808 0.0010698854320820373 0.001813201586576778 0.0010416744690963081 0.0016828994147130784 0.001277341913946798 0.0012764695868220598
leaf_count=442 715 254 239 259 729 153 1119
internal_value=0 2.2341e-05 -1.4363e-05 3.28776e-05 -1.90862e-05 -0.000122004 -0.00023943
internal_weight=0 0.00916745 0.00816147 0.00709159 0.00604991 0.00423671 0.00295937
internal_count=3910 3195 2753 2499 2240 2001 1848
is_linear=0
shrinkage=0.00196078


Tree=7232
num_leaves=7
num_cat=0
split_feature=0 42 160 160 15 15
split_gain=1.07012e-05 2.22391e-05 2.72126e-05 3.48662e-05 4.86866e-05 5.22356e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 -0.10469999999999999 -0.050004999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.014411627848134649 0.00658554944685314 -0.009848297151205599 -0.013469748045434025 -0.0095644557497676572 0.032867344152982363 0.0045417599955752943
leaf_weight=0.001174131704187965 0.0019251029239969976 0.001399125882628618 0.0011323208041417697 0.00105977506818123 0.0010737188239273044 0.0016538307937339317
leaf_count=1005 446 925 303 236 271 724
internal_value=0 -0.00177325 0.000575165 0.00364149 0.00862493 0.0156923
internal_weight=0 0.0074929 0.00631877 0.00518645 0.00378732 0.00272755
internal_count=3910 3464 2459 2156 1231 995
is_linear=0
shrinkage=0.1


Tree=7233
num_leaves=9
num_cat=0
split_feature=4 0 2 16 42 52 2 1
split_gain=2.11061e-05 4.07924e-05 3.06254e-05 6.89332e-05 4.54965e-05 5.18059e-05 4.95599e-05 5.47044e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.081615000000000007 -0.055679999999999993 0.088115000000000013 -0.081429999999999989 0.11230000000000001 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=-0.0002753924654432103 6.541250707278444e-05 0.00036078692634677358 0.00035716065644914247 -0.00058659534161576267 0.00038366207671495324 -0.00028471320745702397 -0.00044174222933230018 0.0003168625068919092
leaf_weight=0.0010148436186767614 0.0015045585340377823 0.0011965729349659509 0.0010068564453281663 0.0010645081860426167 0.0012513273549684106 0.0011140003069431748 0.0013619332641029015 0.0012150539768864682
leaf_count=208 482 252 446 408 712 1010 268 124
internal_value=0 2.17808e-05 -2.584e-05 -0.000204751 5.14202e-05 -3.70765e-05 -0.00014462 2.91253e-05
internal_weight=0 0.00971481 0.00851824 0.00256907 0.00594917 0.00469784 0.00369099 0.00232905
internal_count=3910 3702 3450 890 2560 1848 1402 1134
is_linear=0
shrinkage=0.00196078


Tree=7234
num_leaves=9
num_cat=0
split_feature=50 484 133 0 12 0 4 4
split_gain=2.15742e-05 2.44973e-05 3.25549e-05 4.73005e-05 3.34127e-05 4.66924e-05 4.63733e-05 2.82728e-05
threshold=0.086465000000000014 0.084225000000000008 0.090085000000000012 -0.017269999999999997 0.083715000000000026 -0.12329499999999999 0.08734500000000002 0.022820000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.00020281699426043579 -0.00027307375194956536 0.000309128292886913 -0.00031259090861177893 0.00042725218261880829 -0.00011166133379430802 -0.00045252197465469246 0.00043863473236544187 0.00024854554837486188
leaf_weight=0.0010622580453774517 0.0010306037962107975 0.0010420129125648632 0.0011705001661523199 0.0010355719094804691 0.0012326015181054395 0.0012565964490128395 0.0011271354743153171 0.0010719966330666954
leaf_count=157 715 417 558 276 1105 346 171 165
internal_value=0 2.64265e-05 -1.05964e-05 4.14926e-05 -2.79753e-05 -0.000152658 0.000151189 2.38941e-05
internal_weight=0 0.00899867 0.00795666 0.00678616 0.00575059 0.00339085 0.00235974 0.00213425
internal_count=3910 3195 2778 2220 1944 668 1276 322
is_linear=0
shrinkage=0.00196078


Tree=7235
num_leaves=8
num_cat=0
split_feature=43 3 12 3 1 4 13
split_gain=9.97459e-06 2.89503e-05 2.72244e-05 3.6668e-05 2.2701e-05 5.0276e-05 8.52956e-06
threshold=-0.074254999999999988 -0.075954999999999981 0.089995000000000006 -0.018854999999999997 0.094485000000000013 0.074650000000000008 -0.028919999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.008539879006169265 0.01617361568836059 0.017839867871856898 -0.01436264875416857 -0.012989257386397099 0.018674313261873778 -0.012735394727647406 0.0042411948609302119
leaf_weight=0.0010778880724730544 0.0012265487093214926 0.0010758442129529472 0.0014547772915670196 0.0015473109115337847 0.0010261303829029178 0.0010123773831003592 0.0010127264065811284
leaf_count=752 781 400 922 251 178 222 404
internal_value=0 0.00451073 -0.00237523 0.00124857 -0.00385663 0.00307541 -0.00234853
internal_weight=0 0.00316646 0.00626714 0.00481237 0.00358582 0.00203851 0.00209061
internal_count=3910 1556 2354 1432 651 400 1156
is_linear=0
shrinkage=0.1


Tree=7236
num_leaves=8
num_cat=0
split_feature=11 0 42 16 16 1 4
split_gain=3.00557e-05 2.96582e-05 2.90908e-05 3.39039e-05 3.53347e-05 6.72147e-05 5.18216e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.30307999999999996 -0.09601999999999998 0.11183500000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00030297501625742507 -0.00033014925288984444 0.00024128310461291673 -0.00026150867204409965 0.00041720294316273626 -3.4673964628691084e-05 -0.00041488159239644611 0.00050368140018852887
leaf_weight=0.0012712698402561244 0.0010297287958330953 0.0019052877881615537 0.0012914425057827866 0.0010367476423887587 0.0018792522022528662 0.0010509925430156565 0.0010839468829782178
leaf_count=977 304 324 327 228 1317 217 216
internal_value=0 2.24948e-05 -3.22561e-05 2.20069e-05 9.44972e-05 1.11518e-05 0.000162258
internal_weight=0 0.00951894 0.00761365 0.00634238 0.00505094 0.00401419 0.0029632
internal_count=3910 3606 3282 2305 1978 1750 1533
is_linear=0
shrinkage=0.00196078


Tree=7237
num_leaves=7
num_cat=0
split_feature=4 2 15 160 52 15
split_gain=1.13424e-05 5.0545e-05 2.78661e-05 2.70587e-05 5.09169e-05 3.72767e-05
threshold=0.15927500000000003 0.10836000000000003 0.085285000000000014 -0.026849999999999995 0.06136500000000001 -0.053579999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.013647502733084042 0.021275836984693128 -0.0077554525612320404 -0.015904131785062326 -0.0019965383505707369 0.011057342169572298 -0.025463703346601675
leaf_weight=0.0012751572095283641 0.0011291078648729283 0.0012790984886856104 0.0012099322635849216 0.0017833057446352797 0.0016685700107935031 0.0010909953638594488
leaf_count=685 289 321 1144 624 421 426
internal_value=0 0.00585611 -0.00209612 0.000775424 -0.00283769 -0.0109039
internal_weight=0 0.00240821 0.00702796 0.00581803 0.00454287 0.0028743
internal_count=3910 610 3300 2156 1471 1050
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=8
num_cat=0
split_feature=52 160 151 16 4 13 2
split_gain=9.96171e-06 1.68924e-05 2.22795e-05 5.5031e-05 3.67609e-05 1.22014e-05 1.21803e-05
threshold=-0.081429999999999989 0.043720000000000009 -0.0008699999999999999 -0.15168999999999996 -0.076329999999999995 -0.0038299999999999996 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0011904066683218011 -0.012766015425607494 -0.013103037251496833 0.017698589232185726 -0.0038486580300156181 -0.017881328798873341 0.011644128526686328 0.013668085192087091
leaf_weight=0.0011717887063038683 0.0010847423458229212 0.001127874020745729 0.0016934261787833896 0.0010241045078763426 0.0012628222579487351 0.0010093473977897706 0.0010425846791058354
leaf_count=441 398 277 402 703 887 272 530
internal_value=0 -0.00186392 0.000222904 0.00304665 -0.00448063 0.00384152 0.00580536
internal_weight=0 0.00720232 0.00607444 0.0049897 0.00329627 0.00203345 0.00221437
internal_count=3910 2939 2662 2264 1862 975 971
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=10
num_cat=0
split_feature=4 0 157 160 133 43 52 4 16
split_gain=5.56262e-05 6.94499e-05 4.02576e-05 6.33064e-05 4.31064e-05 4.34062e-05 7.91306e-05 4.46641e-05 6.59481e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 -0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 0.048490000000000012 0.0057500000000000008 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9
right_child=1 -3 3 4 5 6 -8 8 -10
leaf_value=-0.00045196287368867645 0.00034573073474145576 0.00050911469584898181 -0.00051837019500139219 -0.00036138582333007343 -0.00024344935215139034 -0.00031802433402770928 0.00062022619048704203 -0.00015707626066941436 0.00049797225150382477
leaf_weight=0.0010051780964624819 0.0010074133373590257 0.0010497262713606162 0.0010524413990057142 0.0010860235869332626 0.0013597194565921119 0.0010854839146037382 0.0010762873980595302 0.0012115927052591337 0.0011534433740502813
leaf_count=192 498 223 735 822 391 426 273 234 116
internal_value=0 3.17468e-05 -2.37318e-05 -7.01121e-05 -2.45171e-06 6.37692e-05 0.000156049 1.12621e-05 0.000162395
internal_weight=0 0.0100821 0.00903241 0.00802499 0.00697255 0.00588653 0.00452681 0.00345052 0.00236504
internal_count=3910 3718 3495 2997 2262 1440 1049 776 350
is_linear=0
shrinkage=0.00196078


Tree=7240
num_leaves=7
num_cat=0
split_feature=4 42 0 1 49 3
split_gain=8.97335e-06 1.79215e-05 2.15132e-05 4.45956e-05 3.39075e-05 7.81316e-05
threshold=0.27020000000000005 0.092145000000000019 -0.017269999999999997 0.11215000000000001 -0.053904999999999988 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.011956411752575467 0.0075121690903107823 -0.012365772164311476 0.011501519607298852 -0.02007897294254405 -0.013465445258492248 0.01971233627549825
leaf_weight=0.0011878294015849936 0.0013411611182473143 0.0012430523437432809 0.0014496925557331165 0.0011104350743803932 0.0011013875467968596 0.0019963441883563615
leaf_count=266 472 698 288 178 1491 517
internal_value=0 -0.00131965 0.000686129 -0.00221954 0.00240803 0.00791609
internal_weight=0 0.00808874 0.00684569 0.005396 0.00428556 0.00309773
internal_count=3910 3438 2740 2452 2274 2008
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=8
num_cat=0
split_feature=50 484 133 16 150 2 15
split_gain=2.03252e-05 2.47317e-05 3.38074e-05 5.05604e-05 4.65807e-05 4.03662e-05 3.4844e-05
threshold=0.086465000000000014 0.084225000000000008 0.090085000000000012 0.011450000000000002 0.084380000000000024 0.094010000000000024 -0.035939999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00029343058260444978 -0.00026590666435992688 0.00030995714962096311 -0.00032054374449347908 0.00030383234692377245 0.00025478096733325996 -0.00047058585025164593 0.00018781509174723622
leaf_weight=0.0010618090155482627 0.0010303805758048483 0.0010350686222634136 0.0011671119425777756 0.0019875950470885067 0.0012692390430361143 0.0012271853240004142 0.0012706191850939312
leaf_count=299 715 417 558 566 281 368 706
internal_value=0 2.47896e-05 -1.21824e-05 4.06153e-05 -6.7727e-05 -0.000182723 -3.1266e-05
internal_weight=0 0.00901863 0.00798356 0.00681645 0.00482885 0.00355961 0.00233243
internal_count=3910 3195 2778 2220 1654 1373 1005
is_linear=0
shrinkage=0.00196078


Tree=7242
num_leaves=8
num_cat=0
split_feature=11 43 48 42 51 1 0
split_gain=2.48981e-05 2.82043e-05 3.44197e-05 5.09166e-05 4.75006e-05 3.83641e-05 4.04681e-05
threshold=0.076265000000000013 -0.17307499999999998 0.091555000000000011 0.086325000000000013 -0.0084849999999999978 0.092550000000000007 -0.082604999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00029346328780562936 -0.00029415465028401249 0.00036810929813883803 0.00023641478330795136 -0.00039475283220800358 0.00022630283702382525 -0.00040289890125113449 -0.00023667162581358583
leaf_weight=0.0013195580075455434 0.001026179084532214 0.0011390471661269427 0.0016748361730631054 0.0015098490958279451 0.0017084908548008052 0.0010734505175104573 0.0012620762870620482
leaf_count=232 291 473 402 1202 579 332 399
internal_value=0 2.70376e-05 -1.49766e-05 -7.78849e-05 1.44201e-05 -8.52008e-05 2.96033e-05
internal_weight=0 0.00968731 0.00836775 0.00669291 0.00518306 0.00404402 0.00297057
internal_count=3910 3619 3387 2985 1783 1310 978
is_linear=0
shrinkage=0.00196078


Tree=7243
num_leaves=8
num_cat=0
split_feature=43 3 4 48 13 4 3
split_gain=9.33174e-06 2.98731e-05 2.28816e-05 3.30002e-05 4.23204e-05 5.02758e-05 1.04917e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.34687499999999999 0.086125000000000021 -0.0041499999999999983 -1.0000000180025095e-35 -0.100615
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -6 -1
right_child=2 -3 3 -5 5 -7 -8
leaf_value=0.0038332993880710355 -0.015745444679611371 0.01691411105466532 -0.0092359124351923099 -0.012169768605762328 0.03047742723656648 0.00089399086988890873 -0.010266399055588724
leaf_weight=0.001104651402711329 0.0010582089055617928 0.0011878944837768165 0.0012568622898125664 0.0014774749765282206 0.0010009327357323589 0.0013482736740219484 0.0010105266592627849
leaf_count=272 224 565 1118 303 211 230 987
internal_value=0 0.004224 -0.00236733 0.000417504 0.00557475 0.0134987 -0.00290283
internal_weight=0 0.00330307 0.00614175 0.00508354 0.00360607 0.00234921 0.00211518
internal_count=3910 1824 2086 1862 1559 441 1259
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=8
num_cat=0
split_feature=13 16 12 133 52 0 3
split_gain=1.03052e-05 2.33579e-05 3.84992e-05 3.37833e-05 3.12854e-05 4.96237e-05 1.41747e-05
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 0.065880000000000008 -0.074484999999999982 -0.15137999999999999 -0.053439999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.0087469042277871032 -0.019141819217514944 0.011498098409453419 -0.018904001526798761 0.015964411304971598 0.014464571491382919 -0.0011778868877032728 -0.017593058247387418
leaf_weight=0.0011657101422154681 0.0010192539769330669 0.0012166251411223029 0.0013196973961204818 0.0010810176478654185 0.0015189582726483561 0.0010695046407087092 0.0010352310544657834
leaf_count=210 244 499 861 805 203 882 206
internal_value=0 -0.0012969 -0.00350694 4.29562e-05 -0.00366404 0.000689475 -0.00925182
internal_weight=0 0.00826029 0.00704366 0.00572397 0.00464295 0.00362369 0.00210474
internal_count=3910 3700 3201 2340 1535 1291 1088
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=8
num_cat=0
split_feature=4 2 2 43 4 1 52
split_gain=9.24869e-06 4.34369e-05 3.13057e-05 4.56071e-05 3.9326e-05 6.126e-05 9.41998e-05
threshold=0.15927500000000003 0.10836000000000003 0.106285 0.0033500000000000005 -0.08422499999999998 0.092550000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.018190771344939287 0.019624817423399544 -0.0073362631373287942 0.010747640280495891 -0.0239940530729809 -0.00695727052904374 -0.014316787504396571 0.034194899902169458
leaf_weight=0.0010164186408366175 0.0011253575055999747 0.0012741229299735981 0.0015326963684062457 0.0010649608406806572 0.0010940841308480823 0.0011677419634053663 0.0011315178286388813
leaf_count=596 289 321 534 500 587 354 729
internal_value=0 0.0053085 -0.00188476 -0.00542131 -0.000935981 0.0042324 0.0139649
internal_weight=0 0.00239948 0.00700742 0.00547472 0.00440976 0.00339334 0.0022256
internal_count=3910 610 3300 2766 2266 1670 1316
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=9
num_cat=0
split_feature=50 15 16 42 51 43 43 4
split_gain=2.43979e-05 3.79333e-05 3.55765e-05 3.32246e-05 4.16689e-05 3.34331e-05 3.22154e-05 7.18751e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.42360999999999993 -1.0000000180025095e-35 -0.032189999999999989 -0.073139999999999983 0.013605000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.00038675328273915651 -0.00028537345307618514 -0.0003472119599027622 -0.0002485846791426611 -0.00024412094816733912 0.00043751191671143074 -0.0003576250714247166 0.00034723065047629221 0.00033781807071188652
leaf_weight=0.0010027922429367208 0.0010757763376717461 0.0010896892378832292 0.0013188132177890327 0.0011242561331910993 0.001344933751158931 0.0013268117617399417 0.0011140362800257935 0.0010035090289839859
leaf_count=413 715 259 739 503 481 533 186 81
internal_value=0 2.64823e-05 -1.69297e-05 3.28334e-05 9.55941e-05 0.00017534 7.29686e-05 -5.81455e-05
internal_weight=0 0.00932484 0.00832205 0.00723236 0.00591355 0.00478929 0.00344436 0.00233032
internal_count=3910 3195 2782 2523 1784 1281 800 614
is_linear=0
shrinkage=0.00196078


Tree=7247
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 43
split_gain=1.95537e-05 3.09038e-05 3.25827e-05 4.0513e-05 5.13025e-05 7.00512e-05 5.63195e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10498500000000001 -0.073139999999999983 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00023888272159291652 -0.00025990530024533413 -0.00023184871997640561 0.00047105054701608877 -0.00017234429335153152 0.00057148113055392844 -0.00032191692998527824 0.00026002023508228027
leaf_weight=0.001446009979102162 0.0010404153534822888 0.0011403003445949553 0.0013170354372214511 0.0013662808567080449 0.0011542387938570185 0.0015545193409868703 0.0010861244950089602
leaf_count=875 715 481 412 220 459 552 196
internal_value=0 2.39097e-05 7.37883e-05 0.000127587 0.000207751 0.00010167 -8.25601e-05
internal_weight=0 0.00906451 0.0076185 0.0064782 0.00511192 0.00395768 0.00264064
internal_count=3910 3195 2320 1839 1619 1160 748
is_linear=0
shrinkage=0.00196078


Tree=7248
num_leaves=7
num_cat=0
split_feature=52 160 2 4 1 0
split_gain=1.11245e-05 2.94253e-05 2.43932e-05 6.05804e-05 3.04396e-05 2.3941e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.08422499999999998 0.092550000000000007 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0067707435241413805 -0.017236908872074248 -0.024106724810600343 0.011881892706964436 0.01270881860580985 -0.0088106294763388351 0.011533628950780335
leaf_weight=0.0011236191763019663 0.0011100892618764024 0.0010359098118194986 0.0014184777435422417 0.0016739507528039503 0.0010823226788372687 0.0019627088161196541
leaf_count=128 924 369 315 809 303 1062
internal_value=0 -0.00245457 0.000694691 -0.00348992 0.00425865 0.00486968
internal_weight=0 0.00632075 0.00521066 0.00379218 0.00275627 0.00308633
internal_count=3910 2720 1796 1481 1112 1190
is_linear=0
shrinkage=0.1


Tree=7249
num_leaves=8
num_cat=0
split_feature=11 0 42 15 15 16 0
split_gain=2.49126e-05 3.47911e-05 2.7152e-05 8.68004e-05 4.49573e-05 9.29542e-05 9.0835e-05
threshold=0.076265000000000013 -0.017269999999999997 0.091230000000000019 0.085285000000000014 -0.0058549999999999991 -0.055679999999999993 -0.18901999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00022489563274752183 -0.00029295476103474472 0.00026023902067901801 0.0002197922914394879 -0.00058970612802749741 0.00034089244732917281 -0.00053153582251572195 0.0004724037197959321
leaf_weight=0.0014914442483619057 0.0010447627510186555 0.0019457066637699688 0.0013533722368685597 0.0010916264884444611 0.0012596074686869133 0.0012386968484117389 0.0013854535821079289
leaf_count=136 291 325 770 724 367 742 555
internal_value=0 2.56119e-05 -3.27645e-05 -8.56194e-05 1.67534e-05 -8.24517e-05 0.000110909
internal_weight=0 0.00976591 0.0078202 0.00646683 0.0053752 0.00411559 0.0028769
internal_count=3910 3619 3294 2524 1800 1433 691
is_linear=0
shrinkage=0.00196078


Tree=7250
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 0 51 2
split_gain=2.28268e-05 3.6758e-05 3.21896e-05 3.16835e-05 6.36038e-05 4.8748e-05 3.65356e-05 2.95921e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.084905000000000022 -0.076734999999999984 -1.0000000180025095e-35 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
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leaf_weight=0.0010147664134714266 0.0010797323997190833 0.0012407591382117217 0.001204891511799467 0.0016519816130115697 0.0011626496991260886 0.001030005069650133 0.0010269875338241689 0.0011225272771282374
leaf_count=413 715 284 170 1344 132 365 271 216
internal_value=0 2.40883e-05 -1.83055e-05 3.19668e-05 0.00021779 -5.90909e-05 8.28767e-05 0.000228375
internal_weight=0 0.00945457 0.0084398 0.00719904 0.00236754 0.0048315 0.00317952 0.00214951
internal_count=3910 3195 2782 2498 302 2196 852 487
is_linear=0
shrinkage=0.00196078


Tree=7251
num_leaves=7
num_cat=0
split_feature=0 1 15 4 3 47
split_gain=1.01778e-05 2.509e-05 2.69745e-05 2.04348e-05 5.02434e-05 4.01707e-05
threshold=0.10302000000000001 0.076710000000000014 0.083935000000000023 0.0057500000000000008 -0.015794999999999997 0.09252500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 5 -6 -7
leaf_value=-0.022647179832161121 0.0081780310448009274 0.011841019319415096 2.0793790265341273e-05 0.016275703203192313 -0.017100665974152933 -0.0050820808819387418
leaf_weight=0.0010016366855107085 0.0012952635691280022 0.0010261132941912438 0.001103104731691136 0.0019759910243871944 0.0014438868173718665 0.0015886462746725078
leaf_count=1075 210 722 854 497 336 216
internal_value=0 -0.00136564 -0.0107668 0.00191326 -0.00507741 0.00675721
internal_weight=0 0.00813938 0.00210474 0.00603464 0.00247 0.00356464
internal_count=3910 3700 1929 1771 1058 713
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=7
num_cat=0
split_feature=52 160 13 13 1 4
split_gain=1.03466e-05 2.36794e-05 2.29984e-05 3.08147e-05 2.29619e-05 2.17959e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 0.092550000000000007 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
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leaf_value=-0.0050838920142841915 -0.015617165760077933 -0.013134116082384071 0.017521982613964988 0.0061067561278202454 -0.011384796978914861 0.011909280655550549
leaf_weight=0.0013118142868564467 0.0011116799738534995 0.001005119302591782 0.0011664142789994465 0.0017050391007856431 0.0013405773995733947 0.0017775530703719789
leaf_count=807 924 127 484 871 314 383
internal_value=0 -0.00236611 0.000457452 0.00370082 -0.00159243 0.0046936
internal_weight=0 0.00632883 0.00521715 0.00421203 0.00304562 0.00308937
internal_count=3910 2720 1796 1669 1185 1190
is_linear=0
shrinkage=0.1


Tree=7253
num_leaves=8
num_cat=0
split_feature=11 4 1 2 47 3 52
split_gain=2.46968e-05 3.50746e-05 5.09778e-05 4.78548e-05 6.56105e-05 4.78799e-05 2.99373e-05
threshold=1.0000000180025095e-35 -0.082054999999999975 1.0000000180025095e-35 0.089785000000000018 0.09550500000000002 0.11265500000000002 0.084505000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 -1
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00043225921580316093 -0.00029646209608618669 -0.00034622794176438962 -0.00037370452643048919 0.0005716131731992181 0.00024987882468896234 1.3901238440658286e-06 2.1188269828992196e-05
leaf_weight=0.0012710573550945238 0.0010177137771202787 0.0016869666462556738 0.0016468976928249945 0.0010251954735044744 0.0010702727691620272 0.0012643400547120457 0.0014676240702080478
leaf_count=404 304 1482 656 304 189 202 369
internal_value=0 2.50421e-05 -5.14391e-05 4.78874e-05 -0.00012808 0.000256721 0.000211972
internal_weight=0 0.00943235 0.00669367 0.00500671 0.00271717 0.00228954 0.00273868
internal_count=3910 3606 2833 1351 845 506 773
is_linear=0
shrinkage=0.00196078


Tree=7254
num_leaves=8
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split_feature=3 39 2 48 2 3 1
split_gain=1.27622e-05 2.03411e-05 2.53515e-05 3.15847e-05 4.07459e-05 6.18334e-05 2.44934e-05
threshold=0.13772500000000001 1.0000000180025095e-35 0.11230000000000001 0.08784500000000002 0.085355000000000014 -0.080664999999999987 0.092550000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.014594775436615318 0.0092455516930333558 0.011792555361257754 -0.016189626476205605 0.014499174737041657 0.0013359347202759847 -0.031378695720014747 -0.0055357870391526051
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leaf_count=767 239 431 354 311 897 531 380
internal_value=0 -0.0015068 -0.00338408 -0.000611168 -0.00417288 -0.0136186 0.00490997
internal_weight=0 0.0081473 0.00713952 0.00586871 0.00474925 0.00232811 0.00242113
internal_count=3910 3671 3240 2886 2575 1428 1147
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=7
num_cat=0
split_feature=42 51 49 42 0 16
split_gain=1.12819e-05 1.74383e-05 2.34448e-05 4.33307e-05 3.77881e-05 3.98273e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.084100000000000022 -0.15713499999999997 -0.013024999999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015328099022739643 0.0010806258763450408 0.0010230659241435465 0.0014623622892756794 0.0018102572699352799 0.0012718246846594745 0.00122260356002961
leaf_count=1060 521 223 171 1387 301 247
internal_value=0 0.00148202 0.00335979 0.00088488 0.00674788 0.0142304
internal_weight=0 0.00787074 0.00679011 0.00576705 0.00395679 0.00249443
internal_count=3910 2850 2329 2106 719 548
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=8
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split_feature=4 16 52 160 4 4 52
split_gain=1.01279e-05 1.59824e-05 3.64528e-05 3.93561e-05 3.44113e-05 3.59766e-05 1.76506e-05
threshold=0.25367000000000006 -0.19424999999999998 0.10433000000000002 -0.026849999999999995 -0.08422499999999998 -0.030814999999999995 -0.081429999999999989
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.012757018872407176 0.0067327740864450416 0.01470205989846945 0.016877206772053437 -0.023090709447886326 0.012285021296355014 -1.9874345806646162e-05 -0.017892028328981298
leaf_weight=0.0011040567332409853 0.0017871886422517773 0.0010078381692154728 0.0010968245847393634 0.0010409650374164801 0.0011264279624074785 0.0010254830622615134 0.001198319454605668
leaf_count=163 534 541 562 593 753 414 350
internal_value=0 -0.00163357 0.000257003 -0.00311942 -0.00720969 -0.00227523 -0.00965047
internal_weight=0 0.00759992 0.00649586 0.00539903 0.0043912 0.00335023 0.0022238
internal_count=3910 3376 3213 2651 2110 1517 764
is_linear=0
shrinkage=0.1


Tree=7257
num_leaves=7
num_cat=0
split_feature=0 1 2 0 52 47
split_gain=1.06658e-05 2.37977e-05 2.76968e-05 6.41787e-05 4.525e-05 2.97294e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 1.0000000180025095e-35 -0.15007499999999999 -0.010284999999999997 0.09550500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.011167140575689209 0.0071376616643261592 -0.018294477523348836 -0.017042555433856917 0.026521007831350103 0.010386835740431343 0.005255851258331886
leaf_weight=0.0019491881769009498 0.0016966544951369563 0.0011510854232055731 0.0011111279653698266 0.0011466919284243413 0.0013111083670065875 0.0010032030257750091
leaf_count=1910 394 657 111 415 237 186
internal_value=0 -0.00162393 0.00162626 0.00703103 -0.00219557 -0.00732763
internal_weight=0 0.0076724 0.00572322 0.00356893 0.00242224 0.00215429
internal_count=3910 3516 1606 763 348 843
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=9
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split_feature=11 3 13 47 0 51 15 1
split_gain=3.74253e-05 4.82608e-05 4.43529e-05 5.87129e-05 5.35924e-05 4.63157e-05 3.90593e-05 9.51315e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.23438999999999996 0.10887000000000001 -0.11287999999999999 0.083165000000000017 0.088190000000000004 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00038372447572871852 -0.00035889143237377883 0.00031571653266795137 0.00040750342923961925 -0.0005174304826209967 -0.00067036115322343574 -0.00010523421475965311 0.00011935853868445477 0.00013181617291428563
leaf_weight=0.0013259619599814568 0.0010199527033694341 0.0012985339425905197 0.0016367940173040939 0.0010059507209027613 0.001293257623614008 0.0011554744358792529 0.0011915677443153599 0.0010140671242662822
leaf_count=247 279 200 278 192 1480 83 786 365
internal_value=0 3.55397e-05 -1.81711e-05 -7.7587e-05 -7.25648e-06 0.000195326 -0.000168926 -0.000317805
internal_weight=0 0.00992161 0.00859565 0.00729711 0.00629116 0.00279227 0.00349889 0.00230732
internal_count=3910 3631 3384 3184 2992 361 2631 1845
is_linear=0
shrinkage=0.00196078


Tree=7259
num_leaves=7
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split_feature=50 42 47 1 12 0
split_gain=2.67847e-05 3.39577e-05 4.00451e-05 3.77817e-05 4.41752e-05 5.00259e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 0.087850000000000025 0.10031000000000002 0.089855000000000004 -0.090939999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00024931935357337177 -0.00030857466382929708 0.0001165465358523222 -0.00018651374693362508 0.00041159002332387471 0.00030792849682435933 -0.0004372928668810912
leaf_weight=0.0014553208723127164 0.0010297784264966673 0.0016066888893103248 0.001711584570914716 0.0015980806504343817 0.0016712903590141099 0.0010283536361246127
leaf_count=875 715 305 295 616 471 633
internal_value=0 2.5121e-05 7.75631e-05 0.000154114 5.8565e-05 -9.95952e-05
internal_weight=0 0.00907132 0.007616 0.00590441 0.00430633 0.00263504
internal_count=3910 3195 2320 2025 1409 938
is_linear=0
shrinkage=0.00196078


Tree=7260
num_leaves=7
num_cat=0
split_feature=11 48 42 15 15 3
split_gain=2.83649e-05 3.16753e-05 3.89586e-05 4.47645e-05 5.4576e-05 7.66194e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 0.024640000000000006 -0.017214999999999998 0.086245000000000016
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00036661889402426958 -0.00031289096409867434 0.00027116544542671794 -0.00026149355450168671 -0.0002321796298615018 0.00042362795864467145 -0.00032521939442543433
leaf_weight=0.0010872532877894531 0.0010064664120311715 0.0017542325617552167 0.001935884243694265 0.0014964174845761456 0.0017854565344758962 0.0014182529934705979
leaf_count=609 291 434 1250 755 368 203
internal_value=0 3.3317e-05 -2.0707e-05 5.98364e-05 0.000161673 -2.49993e-05
internal_weight=0 0.0094775 0.00772326 0.00578738 0.00429096 0.00250551
internal_count=3910 3619 3185 1935 1180 812
is_linear=0
shrinkage=0.00196078


Tree=7261
num_leaves=9
num_cat=0
split_feature=11 3 47 15 150 43 3 3
split_gain=2.88987e-05 2.66773e-05 4.13062e-05 4.08917e-05 5.86147e-05 6.50824e-05 3.94179e-05 1.07234e-05
threshold=0.076265000000000013 -0.10628499999999998 0.087850000000000025 -0.096369999999999983 0.086420000000000011 -0.082484999999999989 0.084925000000000014 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=0.00029454305547808738 -0.00032340620868031992 0.00039085707211627166 -0.00038495400689168049 0.00053116039671981068 -0.00041156018556966331 -0.00026273585465060658 0.00019579190641888199 -0.00010908693111374038
leaf_weight=0.001230426625870115 0.0010120168668776861 0.0012056943314160936 0.0010889830952463386 0.0010049271466141627 0.0010983361601250357 0.0015391728679985581 0.0013556996107710576 0.0010780323694954824
leaf_count=235 291 469 330 510 321 1481 165 108
internal_value=0 2.49597e-05 -1.46662e-05 6.67393e-05 -1.14472e-05 0.00010124 -4.80024e-05 -0.000247717
internal_weight=0 0.00960127 0.00837085 0.00620383 0.00499814 0.0038998 0.00289487 0.00216702
internal_count=3910 3619 3384 2946 2477 2156 1646 438
is_linear=0
shrinkage=0.00196078


Tree=7262
num_leaves=9
num_cat=0
split_feature=11 3 47 1 3 43 0 16
split_gain=2.5819e-05 3.25454e-05 3.97937e-05 3.64571e-05 3.58386e-05 5.67911e-05 3.20074e-05 1.86417e-05
threshold=0.076265000000000013 -0.10628499999999998 0.087850000000000025 0.099595000000000017 0.094625000000000015 -0.082484999999999989 -0.10071499999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4
right_child=-2 2 7 -5 -6 6 -8 -9
leaf_value=0.00031126675523237039 -0.00030881606115767588 0.00023420178812081133 -0.00044517278753464175 0.00029558927833771834 0.00024676471359762572 -7.2583235135080453e-05 -0.00054078854948156198 -8.626893026701962e-05
leaf_weight=0.0012581598719592956 0.0010345878178961822 0.0010361706558263783 0.0010274628861682315 0.0017320857348401934 0.001228515534589969 0.0010604171859229913 0.001192778900705655 0.0012136044701332961
leaf_count=235 291 568 199 581 105 193 1499 239
internal_value=0 1.69585e-05 -2.66506e-05 5.37289e-05 -3.89967e-05 -0.000145723 -0.000320438 -0.000250816
internal_weight=0 0.0097492 0.00849104 0.00624997 0.00451788 0.00328937 0.0022532 0.00224107
internal_count=3910 3619 3384 2946 2365 2260 1692 438
is_linear=0
shrinkage=0.00196078


Tree=7263
num_leaves=7
num_cat=0
split_feature=50 42 47 15 12 0
split_gain=1.22126e-05 2.64584e-05 3.08203e-05 3.26365e-05 4.41476e-05 2.11985e-05
threshold=0.083475000000000008 -1.0000000180025095e-35 0.077065000000000008 -0.096369999999999983 0.089855000000000004 -0.11287999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.011711155863218532 -0.010484561035034244 0.023470989267045779 -0.0081579194843003303 0.0042573871598067959 0.015709842380220471 -0.013732465261279079
leaf_weight=0.0013398360831877306 0.0010043447664601001 0.0010134599624736932 0.0016954486605050079 0.0013167116408205506 0.0017820555617592574 0.0013034040553658401
leaf_count=867 735 340 344 235 566 823
internal_value=0 0.00117942 0.0036082 0.00729177 0.00356702 -0.00469185
internal_weight=0 0.00845092 0.00711108 0.00541563 0.00440217 0.00262012
internal_count=3910 3175 2308 1964 1624 1058
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=7
num_cat=0
split_feature=52 0 1 2 0 4
split_gain=1.09297e-05 2.96751e-05 4.26688e-05 5.59763e-05 3.42709e-05 2.62986e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.099015000000000006 -0.084304999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
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leaf_value=-0.018937567571598608 -0.0085263817789052732 0.013584651337414636 -0.014724529912455681 0.024302974453701023 0.010494085717449241 0.0021542985096320412
leaf_weight=0.0013189893368914921 0.0013108888725066889 0.001586146460107264 0.0018090756038878081 0.0010030151597161621 0.0013399318131661216 0.0010713019697733681
leaf_count=906 647 378 429 451 887 212
internal_value=0 0.00131347 -0.0016616 0.00333114 -0.00230795 -0.00948443
internal_weight=0 0.00812846 0.00654231 0.00473324 0.00373022 0.00239029
internal_count=3910 3263 2885 2456 2005 1118
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=8
num_cat=0
split_feature=11 3 3 16 1 3 3
split_gain=3.32182e-05 2.96301e-05 3.01112e-05 3.42224e-05 3.99019e-05 5.53718e-05 4.26311e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.30307999999999996 0.094485000000000013 0.082730000000000012 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00031820060374456317 -0.00034567777144644759 -0.00026762856837820806 -0.00025982719169562337 -0.0003255029654443676 0.00061933088127845079 3.6238047523792601e-05 0.00015080689138398628
leaf_weight=0.001179803778615326 0.0010154594616450406 0.0014770628458299958 0.0011915283010598271 0.0012400362078958437 0.0010957023158172248 0.0014610820691922616 0.0017308392782988749
leaf_count=222 304 1646 327 643 396 223 149
internal_value=0 2.76721e-05 -1.41479e-05 4.15742e-05 0.000106543 0.000286121 -4.80037e-05
internal_weight=0 0.00937605 0.00819625 0.00671919 0.00552766 0.00255678 0.00297088
internal_count=3910 3606 3384 1738 1411 619 792
is_linear=0
shrinkage=0.00196078


Tree=7266
num_leaves=8
num_cat=0
split_feature=11 3 3 15 3 15 48
split_gain=3.34469e-05 3.12877e-05 2.9101e-05 2.78041e-05 5.34773e-05 3.93811e-05 4.69544e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.08323499999999999 -0.017214999999999998 0.10420500000000001 -0.11399999999999998 0.087710000000000024
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 6 -8
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leaf_weight=0.0012081603341498872 0.0010043299475960511 0.0010007819056261557 0.0012473224385953921 0.0018045947225117007 0.001156956446300397 0.0018147148391119959 0.0012376696491436779
leaf_count=235 291 981 439 894 111 677 282
internal_value=0 2.85006e-05 -1.45973e-05 2.86047e-05 0.000174802 -7.20928e-05 -0.000192049
internal_weight=0 0.0094702 0.00826204 0.00726126 0.00296155 0.00429971 0.00305238
internal_count=3910 3619 3384 2403 1005 1398 959
is_linear=0
shrinkage=0.00196078


Tree=7267
num_leaves=8
num_cat=0
split_feature=11 3 3 52 2 0 1
split_gain=2.4193e-05 2.75777e-05 2.5287e-05 3.26297e-05 4.63335e-05 5.80772e-05 4.20507e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.075954999999999981 -0.081429999999999989 0.106035 -0.10209999999999998 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
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leaf_weight=0.0011614328721697318 0.0010059499443512776 0.0019299633787970326 0.0014460261487597558 0.0012980524946298883 0.0010053490765857859 0.0012866047619762896 0.0010422016769971753
leaf_count=222 304 1890 395 201 199 443 256
internal_value=0 2.4187e-05 -1.67639e-05 4.53226e-05 -3.49452e-05 0.000139596 -0.000255272
internal_weight=0 0.00916963 0.0080082 0.00607823 0.00463221 0.00258466 0.00204755
internal_count=3910 3606 3384 1494 1099 644 455
is_linear=0
shrinkage=0.00196078


Tree=7268
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 42 43 2
split_gain=2.53346e-05 3.6631e-05 4.74164e-05 4.10491e-05 5.40357e-05 4.58468e-05 5.67664e-05 5.48144e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.084905000000000022 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
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leaf_weight=0.0010060145402280571 0.0010714446760068481 0.0012327671275204439 0.0012401214496447037 0.0011525715113109096 0.0011686653821166831 0.0010999463385355989 0.0014532602199173572 0.0011430906699400488
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internal_value=0 1.74334e-05 -2.44857e-05 3.59053e-05 0.000245126 -6.80299e-05 3.84371e-05 -0.000119723
internal_weight=0 0.00949644 0.00849042 0.00725766 0.00240879 0.00484887 0.0036963 0.00259635
internal_count=3910 3195 2782 2498 302 2196 1506 1152
is_linear=0
shrinkage=0.00196078


Tree=7269
num_leaves=8
num_cat=0
split_feature=52 4 160 13 13 52 2
split_gain=1.19201e-05 2.30327e-05 2.26567e-05 2.44701e-05 2.75574e-05 2.93087e-05 1.49959e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 0.085255000000000011
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 3 4 5 -7 -8
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leaf_weight=0.0013168486486200533 0.0011254997548634108 0.0017874007286668133 0.0010124531860457153 0.0010691674539287876 0.0011173438277977878 0.0010329018825518646 0.0010272516062838266
leaf_count=807 924 383 127 441 473 324 431
internal_value=0 0.00500494 -0.00254949 0.000206312 0.00353693 -0.00113585 -0.00780104
internal_weight=0 0.00310425 0.00638462 0.00525912 0.00424666 0.0031775 0.0021446
internal_count=3910 1190 2720 1796 1669 1228 904
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.11662e-05 3.8477e-05 2.22563e-05 3.45956e-05 4.99824e-05 5.9726e-05
threshold=0.076710000000000014 -0.082054999999999975 0.035895000000000003 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
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leaf_value=0.0053317735148516489 0.021373217686348797 -0.016260711060452005 -0.011195657627162035 -0.0057870163242091863 -0.0167357396826683 0.022613988741004773
leaf_weight=0.0017676390571540088 0.0010420736385995605 0.0015479880750772959 0.0010011700478733824 0.0015440043430370426 0.0011486157672329785 0.0014227532222403205
leaf_count=521 270 1487 532 164 441 495
internal_value=0 -0.00474925 0.00244856 0.00509719 0.000975856 0.00783311
internal_weight=0 0.00331563 0.00615862 0.00515745 0.00411537 0.00296676
internal_count=3910 2008 1902 1370 1100 659
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=7
num_cat=0
split_feature=52 52 43 12 0 2
split_gain=1.00323e-05 2.06351e-05 1.93307e-05 6.67573e-05 4.29978e-05 2.45353e-05
threshold=-0.048794999999999991 -0.087604999999999988 -0.15109999999999998 0.091475000000000015 -0.10462499999999998 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0015673752962984417 0.0098992782379825218 0.015409304749531175 -0.0096589367341661722 -0.024521654077964108 0.00056487550923916641 0.02191034869085803
leaf_weight=0.0019682736970254265 0.0010735351318216704 0.0011253283617419178 0.0018349125179793861 0.0012976019379832993 0.0010836063723934245 0.0010704467850079431
leaf_count=874 235 316 398 780 937 370
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internal_weight=0 0.0030936 0.0063601 0.00528657 0.00398897 0.00215405
internal_count=3910 1190 2720 2485 1705 1307
is_linear=0
shrinkage=0.1


Tree=7272
num_leaves=9
num_cat=0
split_feature=11 403 13 16 133 52 1 2
split_gain=2.44439e-05 2.61472e-05 5.79203e-05 5.84564e-05 0.000100939 3.93405e-05 6.53332e-05 6.04422e-05
threshold=0.076265000000000013 0.036225000000000007 0.083175000000000013 0.15737500000000001 0.065880000000000008 -0.07125999999999999 0.089825000000000002 0.10679500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00039934059933782328 -0.00029582681667798219 -0.00025237416791356368 0.00043208949786093583 -0.00036980955304585311 0.00057860392109197647 -0.00037045786066732108 0.00051396987133216492 -8.7529025378451898e-05
leaf_weight=0.0010037200623444699 0.0010266183766426745 0.0011732211748941871 0.0013530351233741068 0.0013995800642240897 0.0012178450390680478 0.001059530472185159 0.001263373780797493 0.0013065032156278039
leaf_count=215 291 444 251 409 1013 735 317 235
internal_value=0 2.22215e-05 5.96665e-05 -9.83189e-06 7.62765e-05 -5.57633e-05 3.92537e-05 0.000208173
internal_weight=0 0.00977681 0.00860359 0.00725055 0.00585097 0.00463313 0.00362941 0.00256988
internal_count=3910 3619 3175 2924 2515 1502 1287 552
is_linear=0
shrinkage=0.00196078


Tree=7273
num_leaves=9
num_cat=0
split_feature=11 3 1 13 47 15 3 52
split_gain=2.23441e-05 2.65861e-05 2.72498e-05 6.57278e-05 6.81572e-05 4.98696e-05 4.43122e-05 2.53851e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088010000000000019 -0.077154999999999987 0.096175000000000024 -1.0000000180025095e-35 -0.060719999999999989 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 7 -3 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.0003008437173373955 -0.00028416109535723074 -0.00048904907184938308 0.00052538600805581434 -8.9439642661345942e-05 -0.00043298419714434726 -0.00028066484896516962 0.00026887317080934734 0.00030770434357326045
leaf_weight=0.0011679719318869091 0.0010004155133055874 0.0011163194055494184 0.0010058236934965825 0.0010698629571856634 0.0011628592594302291 0.0010413471143282957 0.0012310511784411203 0.0014676546880651772
leaf_count=222 304 1007 495 266 180 917 142 377
internal_value=0 2.42938e-05 -1.56081e-05 8.09276e-05 -3.98835e-05 -0.000149675 1.70424e-05 0.000140261
internal_weight=0 0.00926289 0.00809492 0.0047062 0.00370038 0.00338872 0.0022724 0.00253752
internal_count=3910 3606 3384 1318 823 2066 1059 643
is_linear=0
shrinkage=0.00196078


Tree=7274
num_leaves=9
num_cat=0
split_feature=11 13 39 0 51 43 2 16
split_gain=2.28306e-05 2.33305e-05 4.09565e-05 4.13157e-05 3.58421e-05 3.94428e-05 4.05288e-05 3.92181e-05
threshold=0.076265000000000013 -0.094679999999999986 0.0042750000000000002 -0.053834999999999994 -0.0084849999999999978 -0.083094999999999988 0.086650000000000019 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=0.00021172452026179081 -0.00028998563626172889 0.00031586390225768306 0.00034002445664319751 -0.00042099537727981114 0.00024387944970775277 -0.00048756624855622778 0.00024177444968410307 -0.00028865624030214199
leaf_weight=0.0019526132801056069 0.0010057347268818727 0.0010303675762844584 0.0010039936596823026 0.0011597600540728227 0.0010327909109097014 0.0011752167769990616 0.0010284153642121539 0.0011190345940581144
leaf_count=398 291 531 390 329 446 796 236 493
internal_value=0 2.06804e-05 -2.8731e-05 -8.52925e-05 -1.30037e-05 -9.08036e-05 -0.000194834 -3.46326e-05
internal_weight=0 0.00950219 0.00754958 0.00654559 0.00538583 0.00435546 0.00332267 0.00214745
internal_count=3910 3619 3221 2831 2502 1971 1525 729
is_linear=0
shrinkage=0.00196078


Tree=7275
num_leaves=7
num_cat=0
split_feature=13 48 48 1 2 3
split_gain=1.19532e-05 2.6148e-05 3.41304e-05 3.91557e-05 4.49274e-05 3.3032e-05
threshold=-0.23438999999999996 0.11028500000000001 0.083775000000000002 0.11198000000000001 0.097575000000000009 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0094131033311100985 -0.009748202908470411 -0.016455845996633318 0.013951129745810704 0.01189352417351742 -0.023262239092468957 0.011053715767870604
leaf_weight=0.0011649969196870927 0.0018131226695027433 0.0010133666444520186 0.0015327504052632338 0.0013758446650646823 0.001274256716471675 0.0013184475101019595
leaf_count=210 1686 191 480 370 608 365
internal_value=0 -0.00140152 0.00068416 -0.00283298 -0.00743175 -0.00099022
internal_weight=0 0.00832779 0.00731442 0.00578167 0.00440583 0.00313157
internal_count=3910 3700 3509 3029 2659 2051
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=8
num_cat=0
split_feature=4 40 47 3 1 1 15
split_gain=2.33512e-05 2.60196e-05 3.57767e-05 4.28263e-05 3.54936e-05 3.16413e-05 5.00453e-05
threshold=0.27608500000000008 -0.064864999999999992 0.09550500000000002 0.094625000000000015 0.09112000000000002 0.076710000000000014 0.041585000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00033135079820018054 0.00023281057694981647 -0.00045815301968254047 0.00029612850903044903 0.00021555470175616868 -0.00044278085610889275 0.00019523802312098273 8.9412771074532095e-05
leaf_weight=0.0010493647785256655 0.0013795212092248257 0.0012766477748638949 0.0012894379826669184 0.00163159473708103 0.0012094304451893338 0.0012724175293684736 0.0012903324399864474
leaf_count=244 441 887 308 217 447 432 934
internal_value=0 -4.11107e-05 -2.89578e-06 -6.06127e-05 -0.00014986 -5.75881e-05 -0.000182911
internal_weight=0 0.00901923 0.00796986 0.00668042 0.00504883 0.0038394 0.00256698
internal_count=3910 3469 3225 2917 2700 2253 1821
is_linear=0
shrinkage=0.00196078


Tree=7277
num_leaves=8
num_cat=0
split_feature=4 39 3 49 12 43 2
split_gain=1.12644e-05 2.00196e-05 3.6343e-05 1.81188e-05 7.02915e-05 3.40882e-05 1.66308e-05
threshold=0.27608500000000008 0.083240000000000022 0.10856000000000002 -0.07107999999999999 0.084100000000000022 -0.074254999999999988 0.086545000000000025
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=-0.014994979758748812 0.0087474555107657503 -0.014654840833864811 0.015088610134879355 0.0037096081452599227 -0.00095236370856283982 -0.023961655355090743 0.020961986772473181
leaf_weight=0.0010374941287667819 0.001256828865420446 0.0010031526150641049 0.0013692399070665551 0.0010895797041169915 0.0013851389874229296 0.0012031375359555715 0.0011468811816709459
leaf_count=219 441 276 172 255 948 1371 228
internal_value=0 -0.00141644 0.000420001 -0.00300614 -0.000428106 -0.011648 0.0125568
internal_weight=0 0.00823462 0.00723147 0.00586223 0.00482474 0.00258828 0.00223646
internal_count=3910 3469 3193 3021 2802 2319 483
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=8
num_cat=0
split_feature=50 133 3 3 43 160 4
split_gain=2.88096e-05 3.98533e-05 5.24753e-05 4.06064e-05 4.7055e-05 6.71078e-05 7.78584e-05
threshold=0.086465000000000014 0.090085000000000012 -0.10628499999999998 -0.076734999999999984 -0.074254999999999988 -0.022899999999999997 0.0057500000000000008
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=0.00037592273967065404 -0.00031026009232335255 -0.00029287721655824072 -0.00031716428912998681 0.00043042513988927645 0.00040156924395938303 -0.00057890801271447286 6.6676043748465676e-05
leaf_weight=0.0017343880317903133 0.001120086641240488 0.0013307364123400596 0.0013049706222610534 0.0010972037382044313 0.0010504982555793367 0.0011404339852921319 0.0019399959154588896
leaf_count=380 715 622 1114 300 204 282 293
internal_value=0 2.20478e-05 7.27382e-05 -7.75027e-06 6.94812e-05 -2.63881e-05 -0.000172332
internal_weight=0 0.00959823 0.00826749 0.0065331 0.00522813 0.00413093 0.00308043
internal_count=3910 3195 2573 2193 1079 779 575
is_linear=0
shrinkage=0.00196078


Tree=7279
num_leaves=8
num_cat=0
split_feature=50 4 43 13 1 457 0
split_gain=1.0039e-05 2.60008e-05 2.04873e-05 3.3817e-05 4.9284e-05 3.06677e-05 2.37722e-05
threshold=0.083475000000000008 0.28937500000000005 0.013605000000000001 -0.084084999999999979 0.11215000000000001 0.081330000000000013 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.019917823526518486 -0.0095292302221955671 0.015897247002381636 0.0097820273037945715 -0.0076310381265651183 -0.019481426226984469 0.01957732374227476 0.010937984167915074
leaf_weight=0.0010452159879027348 0.0010042336020539616 0.0010348628894948165 0.0014214932985905371 0.0017580823044021101 0.0010417835890094923 0.0010537482214163598 0.0011342128652196736
leaf_count=607 735 396 409 956 162 153 492
internal_value=0 0.00104392 -0.00101806 -0.00356276 -0.0001355 0.00497196 -0.0003492
internal_weight=0 0.0084894 0.00745454 0.00603304 0.00498783 0.00394604 0.0028923
internal_count=3910 3175 2779 2370 1763 1601 1448
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=8
num_cat=0
split_feature=13 39 48 457 3 2 15
split_gain=1.39971e-05 3.43152e-05 4.32931e-05 3.85611e-05 3.51913e-05 3.12096e-05 4.99227e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10911000000000001 0.082870000000000013 -0.10628499999999998 0.092450000000000018 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00018901677172958764 0.00016685184046866125 0.00029698255663471472 -0.00045327816831944296 0.00030859639251173038 -0.00041588352689737943 -0.00045086548779185438 0.00011456147476758274
leaf_weight=0.0012539448777413821 0.0015367987012674467 0.0010712688517585814 0.0010231104391362697 0.0011387430516102701 0.0010573241799672023 0.0011762078613901531 0.0019224170567991319
leaf_count=210 410 419 151 214 442 724 1340
internal_value=0 -3.22183e-05 -7.71171e-05 -2.07818e-05 -8.66686e-05 -0.000180416 -7.36603e-05
internal_weight=0 0.00892587 0.0078546 0.00683149 0.00569275 0.00415595 0.00297974
internal_count=3910 3700 3281 3130 2916 2506 1782
is_linear=0
shrinkage=0.00196078


Tree=7281
num_leaves=8
num_cat=0
split_feature=13 48 1 48 2 0 16
split_gain=9.12216e-06 2.49391e-05 2.97147e-05 3.0504e-05 4.16513e-05 2.58455e-05 1.49096e-05
threshold=-0.23438999999999996 0.11028500000000001 0.11198000000000001 0.083775000000000002 0.097575000000000009 -0.077944999999999987 -0.087969999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0082281194208625834 0.0021328058545142742 -0.015896333662519233 0.013697136374519071 0.010163441407204907 -0.02175185199910129 0.012684901683145093 -0.0147181749112699
leaf_weight=0.0011623211980085696 0.0010070879399998345 0.0010175796830189003 0.0014378781371790781 0.0014639511374329138 0.0012729055647325831 0.0010292263359127979 0.0010970360737948702
leaf_count=210 498 191 395 455 608 436 1117
internal_value=0 -0.0012291 0.000813172 -0.00234269 -0.00649778 -0.000300895 -0.00665286
internal_weight=0 0.00832566 0.00730809 0.00587021 0.00440626 0.00313335 0.00210412
internal_count=3910 3700 3509 3114 2659 2051 1615
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=1.72034e-05 3.14594e-05 4.98873e-05 3.77792e-05 5.98462e-05 5.19697e-05 8.97168e-05 2.62033e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089910000000000004 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00013058723089333786 -0.00024345513194352542 -0.00026336811800832007 -0.00029833169799495907 0.00047936633220133681 -0.00031698054092880209 -0.00017208127525647916 0.00079369923467719427 0.00029557942212539841
leaf_weight=0.0010860213388797671 0.0010372963550682067 0.001269336971433878 0.0012016786066894021 0.001038278932098291 0.0011954403494663758 0.0011928275843989529 0.0010029421696970508 0.0011338006753020004
leaf_count=475 715 622 300 291 700 326 304 177
internal_value=0 2.30323e-05 6.93371e-05 0.000135783 7.22055e-05 0.00017757 0.000306986 8.70825e-05
internal_weight=0 0.00912033 0.00785099 0.00664931 0.00561103 0.00441559 0.00322276 0.00221982
internal_count=3910 3195 2573 2273 1982 1282 956 652
is_linear=0
shrinkage=0.00196078


Tree=7283
num_leaves=8
num_cat=0
split_feature=11 3 47 1 15 3 13
split_gain=1.64542e-05 2.56836e-05 2.4285e-05 3.2231e-05 5.21267e-05 4.85786e-05 3.40651e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991 0.11265500000000002 -0.084084999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6
right_child=-2 2 -4 5 6 -7 -8
leaf_value=0.00029077255100426046 -0.00024391288171789541 -0.00035490449096267586 -0.00021868773628690432 0.00053490995178406028 -0.00016393625621201262 -6.1363861274697668e-05 0.00027800044352207262
leaf_weight=0.0011775175335620074 0.0010058396840379085 0.0014949320648945763 0.0018200504716948855 0.0010512735392481916 0.0011268798585451728 0.0010499546898093662 0.0016560504929741468
leaf_count=222 304 999 371 513 315 225 961
internal_value=0 1.99818e-05 -1.89077e-05 3.80925e-05 -5.95886e-05 0.00023696 9.90489e-05
internal_weight=0 0.00937666 0.00819914 0.00637909 0.00427786 0.00210123 0.00278293
internal_count=3910 3606 3384 3013 2275 738 1276
is_linear=0
shrinkage=0.00196078


Tree=7284
num_leaves=8
num_cat=0
split_feature=4 2 2 43 4 1 52
split_gain=9.96486e-06 4.39827e-05 2.83543e-05 3.81381e-05 3.4677e-05 5.46384e-05 8.31084e-05
threshold=0.15927500000000003 0.10836000000000003 0.106285 0.0033500000000000005 -0.08422499999999998 0.092550000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.017272951226792243 0.019727422679795315 -0.0072869307282163844 0.010102783153585249 -0.022170292319345312 -0.0067794410145845044 -0.013724596884827035 0.031645083689792956
leaf_weight=0.001034170249574127 0.0011421336743889382 0.0012760338019011175 0.0015275756071885509 0.0010776281532091456 0.0011065722390760707 0.0011898993100489755 0.0011456894909985553
leaf_count=596 289 321 534 500 587 354 729
internal_value=0 0.00547232 -0.00196273 -0.00528126 -0.00121541 0.00360896 0.0127665
internal_weight=0 0.00241817 0.00708154 0.00555396 0.00447633 0.00344216 0.00225226
internal_count=3910 610 3300 2766 2266 1670 1316
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=8
num_cat=0
split_feature=50 4 43 13 1 4 2
split_gain=9.27934e-06 2.36787e-05 1.98583e-05 3.05839e-05 4.36933e-05 3.24345e-05 3.67222e-05
threshold=0.083475000000000008 0.28937500000000005 0.013605000000000001 -0.084084999999999979 0.11215000000000001 0.018480000000000003 0.087005000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.019030350032372106 -0.0091560400184492654 0.015228975041783187 0.0096882634580556463 0.011736539885818159 -0.018431856152979608 0.0198488674352163 -0.010880247153617732
leaf_weight=0.001043037093394269 0.0010031875754621068 0.0010295559695046082 0.0014194006185088461 0.0012960469231583891 0.0010396091423991076 0.0010316890018068851 0.0016093564265224933
leaf_count=607 735 396 409 589 162 250 762
internal_value=0 0.00101528 -0.000951856 -0.0034607 -0.000197552 0.00461731 -0.000791315
internal_weight=0 0.0084687 0.00743914 0.00601974 0.0049767 0.00393709 0.0029054
internal_count=3910 3175 2779 2370 1763 1601 1351
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=8
num_cat=0
split_feature=1 47 4 2 160 1 16
split_gain=1.10619e-05 2.08372e-05 2.26805e-05 2.83513e-05 2.52181e-05 4.53442e-05 2.90298e-05
threshold=0.12864500000000004 0.09252500000000001 0.018480000000000003 0.10393500000000001 -0.026849999999999995 0.086560000000000012 -0.080609999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.010840841525242997 0.0093669441178256992 -0.012767094218475938 0.021209504157528959 -0.0015716133290370239 0.014180296312986403 -0.022345848192993244 -0.0076859463599262493
leaf_weight=0.0010405928698677749 0.0011007663264115198 0.0013315187978111551 0.0010467913976018417 0.0011425566390566842 0.0010017669226772047 0.0012479511217087123 0.0015412949470862988
leaf_count=700 331 343 281 337 560 659 699
internal_value=0 -0.00129781 0.000877329 0.00932071 -0.00294862 -0.00673368 0.000927638
internal_weight=0 0.00835247 0.00702095 0.00218935 0.00483161 0.00379101 0.00254306
internal_count=3910 3579 3236 618 2618 1918 1259
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=8
num_cat=0
split_feature=11 3 3 43 151 1 4
split_gain=4.37417e-05 7.3476e-05 3.00557e-05 3.27958e-05 4.27925e-05 3.21895e-05 4.98936e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.08323499999999999 -0.057994999999999998 -0.0088999999999999982 0.095575000000000007 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00046008714865615014 -0.00039780678389197158 -0.00034875896932642561 0.00022385932768587632 -0.00041324087312695544 0.00010608804449185277 0.00021231018089264315 -0.00045142747068670458
leaf_weight=0.0013342999647606652 0.0010019303135440716 0.0010300560455725914 0.0019950145186330061 0.0011117943203224744 0.0014783376037929145 0.0018714493044888741 0.0010594169855278918
leaf_count=247 279 981 973 197 603 365 265
internal_value=0 3.21576e-05 -3.46552e-05 8.39215e-06 -6.9467e-05 1.72167e-05 -0.000126654
internal_weight=0 0.00988037 0.00854607 0.00751601 0.005521 0.0044092 0.00253775
internal_count=3910 3631 3384 2403 1430 1233 868
is_linear=0
shrinkage=0.00196078


Tree=7288
num_leaves=7
num_cat=0
split_feature=43 1 12 1 43 3
split_gain=9.95758e-06 2.53412e-05 3.10632e-05 2.83095e-05 2.42577e-05 2.0442e-05
threshold=-0.17307499999999998 0.11797500000000001 0.092365000000000017 0.10113500000000002 -0.0037249999999999996 -0.016619999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0079155243337524269 -0.015705069831921707 0.011748458380356243 -0.016486252936574217 0.012833987216112216 0.011770445726814179 -0.0057430518597045271
leaf_weight=0.0013440888695343311 0.0012736581978188273 0.0012452786877942311 0.0014986535502459156 0.0012712114935204532 0.0010752234578522493 0.0017531025250285665
leaf_count=275 1311 430 913 315 404 262
internal_value=0 -0.00137703 -0.00375556 -0.000204809 -0.00424555 0.000914923
internal_weight=0 0.00811713 0.00687185 0.0053732 0.00410198 0.00282833
internal_count=3910 3635 3205 2292 1977 666
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=8
num_cat=0
split_feature=11 1 13 4 49 47 4
split_gain=2.13297e-05 2.57122e-05 7.6597e-05 6.22608e-05 4.98395e-05 3.39759e-05 3.05627e-05
threshold=0.076265000000000013 0.088010000000000019 -0.0024749999999999993 -0.15796999999999997 -0.015364999999999998 0.09252500000000001 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -5
right_child=-2 2 4 6 5 -7 -8
leaf_value=0.00024144204816951124 -0.00027135458949111517 0.00045955391876959233 -0.00039277508680702868 -0.00045634305167919446 0.00034424934897016578 -0.00013089561969483439 -5.6477313579292661e-05
leaf_weight=0.0015234213514737599 0.0010088551560251792 0.0017260476350902552 0.001091872186841176 0.0014023116337313082 0.0012009715677059867 0.0011165034557070706 0.0015440763633032218
leaf_count=132 291 896 161 1479 236 108 607
internal_value=0 2.8351e-05 0.000122997 -8.03888e-05 -4.73909e-05 0.000115336 -0.00024679
internal_weight=0 0.0096052 0.00513539 0.00446981 0.00340935 0.00231748 0.00294639
internal_count=3910 3619 1401 2218 505 344 2086
is_linear=0
shrinkage=0.00196078


Tree=7290
num_leaves=8
num_cat=0
split_feature=52 4 16 1 0 4 43
split_gain=1.05341e-05 1.72639e-05 4.05458e-05 4.512e-05 4.9997e-05 2.47224e-05 1.41859e-05
threshold=-0.081429999999999989 -0.084009999999999987 -0.088144999999999987 0.085990000000000011 -0.16443499999999997 0.044585000000000007 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -4 -1
right_child=1 2 5 4 -6 -7 -8
leaf_value=0.01374471763616362 0.006337964815250393 -0.015518429859230347 -0.026513290375346544 -0.0032590390637488005 0.026616076127904998 -0.0047049304833644591 -0.0022026111850268152
leaf_weight=0.0011418779866843132 0.0018810912745293971 0.0010040480190283783 0.0010502235341025977 0.0012681474584483377 0.0010034096065308089 0.0010292301745275258 0.0010905154921421879
leaf_count=513 543 497 1176 158 377 188 458
internal_value=0 -0.00190328 -0.00479821 0.00213476 0.00993763 -0.0157192 0.00595451
internal_weight=0 0.00723615 0.00535506 0.00327561 0.00227156 0.00207945 0.00223239
internal_count=3910 2939 2396 1032 535 1364 971
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=8
num_cat=0
split_feature=13 39 48 457 3 1 1
split_gain=1.0231e-05 2.79141e-05 3.16222e-05 2.56477e-05 2.65422e-05 3.40386e-05 3.09748e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 0.082870000000000013 -0.074234999999999982 0.092550000000000007 0.076710000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0087706041326412708 -0.0068820655682003355 0.014376518881345383 -0.019768643292541507 0.013678409944506123 0.00048564333402005295 -0.02476217408255995 0.013146720478161518
leaf_weight=0.0011553221956692389 0.0016853966558220683 0.0010019821853436443 0.0010184176992558769 0.0010272682205314711 0.0010641335105623839 0.0010718119935698709 0.0014249848977787628
leaf_count=210 1446 419 199 210 414 236 776
internal_value=0 -0.00127382 -0.00342431 -0.000771064 -0.00360037 -0.0121836 0.00229389
internal_weight=0 0.008294 0.00729201 0.0062736 0.00524633 0.00213595 0.00311038
internal_count=3910 3700 3281 3082 2872 650 2222
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=8
num_cat=0
split_feature=2 160 42 42 13 1 4
split_gain=9.66173e-06 3.8205e-05 2.6586e-05 2.61722e-05 4.36211e-05 2.38253e-05 1.57943e-05
threshold=0.086545000000000025 0.088785000000000017 0.084100000000000022 0.083725000000000008 -0.0101 0.10305000000000002 -0.00072999999999999985
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 4 -2 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.010900589406992546 0.0087044792278992197 0.019374772741071522 -0.017685731131011826 0.0097281570431481008 -0.025061904403344982 -0.0043155157688973596 -0.0056502270086986979
leaf_weight=0.0010220906194827978 0.0012652789353823331 0.0010823353591786142 0.0010337867735194625 0.001490794317320669 0.0010946460523359315 0.0011198240086542576 0.0013227991242813304
leaf_count=583 349 290 780 878 535 248 247
internal_value=0 0.00234925 -0.00432595 -0.00135805 -0.00610761 -0.0145708 0.00156394
internal_weight=0 0.00605288 0.00337868 0.00497054 0.00347975 0.00221447 0.00234489
internal_count=3910 2300 1610 2010 1132 783 830
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=8
num_cat=0
split_feature=49 42 0 2 13 12 16
split_gain=9.24921e-06 2.64407e-05 4.21531e-05 4.10711e-05 2.96715e-05 5.79202e-05 5.84626e-05
threshold=-0.081629999999999994 0.084100000000000022 -0.072264999999999982 0.113945 -0.026374999999999999 0.051320000000000005 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0079247029214196095 0.020065561091727011 -0.022949149184445544 0.0046100399880233105 -0.014993807057675695 -0.0079334663205206882 -0.017855709989006145 0.022761622813919108
leaf_weight=0.0012629089063121305 0.0011760203358756765 0.0012306081902768169 0.001010936432769694 0.0011211073768565265 0.0010653709091954467 0.0010611794292866416 0.0014859555329511331
leaf_count=305 370 1206 430 331 142 876 250
internal_value=0 -0.00127228 -0.01052 0.0022354 0.00626917 0.00177787 0.00994411
internal_weight=0 0.00815118 0.00224154 0.00590963 0.00478853 0.00361251 0.00255133
internal_count=3910 3605 1636 1969 1638 1268 392
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=7
num_cat=0
split_feature=1 4 13 3 13 1
split_gain=9.68129e-06 3.15374e-05 2.32242e-05 2.76939e-05 2.28418e-05 1.51237e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.081284999999999982 0.11265500000000002 -1.0000000180025095e-35 0.10285500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 5 -3 -4
right_child=2 4 3 -5 -6 -7
leaf_value=0.0076980321680339197 0.01503690131084532 -0.018053928846735526 -0.0035378940748833966 -0.014168010739550761 0.00049267262656851353 0.011265070305395551
leaf_weight=0.0015787712684513519 0.0012058278397381163 0.0015450184738212526 0.0012722922008445729 0.0011139319392797636 0.0011645989770773975 0.0015084732052086131
leaf_count=189 469 1679 463 129 457 524
internal_value=0 -0.00353663 0.00290981 -0.000844835 -0.0100826 0.00449222
internal_weight=0 0.00428839 0.00510053 0.0038947 0.00270962 0.00278077
internal_count=3910 2325 1585 1116 2136 987
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=8
num_cat=0
split_feature=2 150 0 1 16 12 4
split_gain=1.02336e-05 3.5196e-05 2.9015e-05 2.42062e-05 2.1699e-05 2.77238e-05 1.83091e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 0.090355000000000005 -0.069894999999999985 0.091405000000000014 0.056740000000000006
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6 -5
right_child=1 -3 4 6 5 -7 -8
leaf_value=-0.015648726394552767 -0.01287285292196474 0.017452100236316302 0.014691186754483374 0.011832815392237274 -0.014182316498443169 0.0089151723348173655 -0.0067394360395340719
leaf_weight=0.0012262513662891546 0.0015191172284999784 0.0012394629543816781 0.0011801597781516062 0.0010011862144708799 0.0010087997377754363 0.0010717677058171172 0.0011298084955093993
leaf_count=902 301 327 685 463 522 465 245
internal_value=0 0.00243578 -0.00145811 -0.00445505 0.00385982 -0.00228405 0.0019862
internal_weight=0 0.00601931 0.00477984 0.00335725 0.00326073 0.00208057 0.00213099
internal_count=3910 2300 1973 1610 1672 987 708
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=8
num_cat=0
split_feature=4 151 150 2 3 15 4
split_gain=2.24128e-05 2.25083e-05 4.35752e-05 3.14758e-05 6.4894e-05 5.10345e-05 3.32545e-05
threshold=0.27608500000000008 -0.075719999999999996 0.087235000000000021 0.106035 -0.089974999999999986 -0.017214999999999998 -0.078484999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00021455207074582986 0.0002297107269332336 -0.00031969140078097784 -0.00045246251954076067 -0.00025853213439770093 -7.6876010387799779e-05 0.0001345534209340098 0.00061566640703688874
leaf_weight=0.001178310184367687 0.0013863071271887064 0.0013232765074993168 0.00102764428364542 0.0016126874508553173 0.0016558997835838395 0.0010897679372962733 0.0011200535206157686
leaf_count=495 441 514 179 478 687 640 476
internal_value=0 -3.81033e-05 -7.61278e-05 -1.92686e-05 5.5092e-05 0.000183384 0.000378407
internal_weight=0 0.00900764 0.00782933 0.00680169 0.005189 0.00386572 0.00220982
internal_count=3910 3469 2974 2795 2317 1803 1116
is_linear=0
shrinkage=0.00196078


Tree=7297
num_leaves=8
num_cat=0
split_feature=4 42 150 2 12 3 4
split_gain=1.08976e-05 2.01893e-05 2.00332e-05 5.44855e-05 5.09151e-05 3.25786e-05 9.48286e-05
threshold=0.27608500000000008 0.092145000000000019 0.086420000000000011 0.106035 0.091405000000000014 -0.078884999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.010931508732228389 0.0087000422073116538 -0.013007606498979103 -0.011413093734888266 -0.014920655763973176 0.027916238327908627 0.03126837540051227 -0.0098214496844831745
leaf_weight=0.0011775107249753411 0.001240726761222632 0.001258272823608176 0.0011284844164610097 0.0012923106099076726 0.0010283644844941379 0.0010647157897864037 0.0011887344917018042
leaf_count=1208 441 700 278 357 463 295 168
internal_value=0 -0.00136093 0.000769073 0.00315924 0.00839879 0.00254881 0.00959277
internal_weight=0 0.00813839 0.00688012 0.00575164 0.00445933 0.00343096 0.00225345
internal_count=3910 3469 2769 2491 2134 1671 463
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=7
num_cat=0
split_feature=12 160 42 151 160 2
split_gain=1.06835e-05 1.75719e-05 3.27447e-05 3.21907e-05 7.54313e-05 5.01721e-05
threshold=0.10595000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0075371060041996563 -0.0097788354255911453 -0.01209788951574851 -0.0091096279990458464 0.0064536111540584584 -0.010404558719296754 0.031706990859616799
leaf_weight=0.0018219040561644299 0.0010025371306430783 0.0011075719135733072 0.0010330633555683472 0.0016181046102666302 0.0012377697887010078 0.0015311956609464954
leaf_count=1123 391 742 346 561 326 421
internal_value=0 0.00114638 0.00356996 0.0067716 0.0105113 0.0187319
internal_weight=0 0.00834961 0.00652771 0.00542013 0.00438707 0.0031493
internal_count=3910 3519 2396 1654 1308 982
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=8
num_cat=0
split_feature=11 48 2 133 43 52 3
split_gain=3.3942e-05 4.07321e-05 4.61906e-05 4.04468e-05 4.78512e-05 4.99929e-05 4.77817e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 0.087550000000000017 -0.06705499999999999 -0.010284999999999997 -1.0000000180025095e-35
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=0.00021515231499335169 -0.000347151530405148 0.0003051317995087636 0.00032406780115977848 -0.00043915374217484514 -0.00051325936827278137 -0.00030369493382772399 0.00026654339453255967
leaf_weight=0.0019982459241464916 0.0010070625565321801 0.0017114471748037041 0.0011979024475581917 0.0010918971308833073 0.0010895906493817113 0.00106854284945015 0.0011987241970793077
leaf_count=793 304 433 448 753 264 791 124
internal_value=0 3.16997e-05 -2.95129e-05 -9.5211e-05 -2.50816e-05 -0.000168086 -2.20487e-06
internal_weight=0 0.00935635 0.0076449 0.006447 0.0053551 0.00335686 0.00226727
internal_count=3910 3606 3173 2725 1972 1179 915
is_linear=0
shrinkage=0.00196078


Tree=7300
num_leaves=8
num_cat=0
split_feature=484 1 457 0 133 43 3
split_gain=8.79088e-06 2.50273e-05 3.74305e-05 3.10669e-05 3.5867e-05 7.06033e-05 2.21315e-05
threshold=0.084225000000000008 0.12263000000000002 0.069705000000000003 -0.11756999999999999 0.090085000000000012 -0.07526999999999999 -0.072739999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.018965349179226404 0.0086120506399875521 0.011827757965521914 0.012940519455083031 0.021297010308829616 -0.018673087349103081 -0.019025636582219608 0.0017364417651789974
leaf_weight=0.0015258734527491061 0.0010466031369710362 0.0012664866703161045 0.0011639026382524332 0.0012622464940529191 0.0010307400859318637 0.0010378309872096944 0.0010160664891915728
leaf_count=352 470 333 247 705 612 894 297
internal_value=0 -0.00111326 -0.00344244 -0.00668933 -0.00238011 0.00268415 -0.0087546
internal_weight=0 0.00830315 0.00703666 0.00587276 0.00434688 0.00331614 0.0020539
internal_count=3910 3440 3107 2860 2508 1896 1191
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=7
num_cat=0
split_feature=4 42 43 16 16 15
split_gain=9.55809e-06 2.04966e-05 1.96109e-05 2.72853e-05 3.55363e-05 5.38122e-05
threshold=0.27608500000000008 0.092145000000000019 0.070805000000000021 0.10994000000000002 -0.089864999999999987 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0088795690072640317 0.0081764564979860312 -0.013038382417203268 0.013005707356182356 -0.015042661468863686 -0.0057218985714279774 0.022335220790756744
leaf_weight=0.0018022921444379326 0.0012337674196825276 0.0012516003300901109 0.0011161818551660187 0.0011786605816923885 0.0012859328063215055 0.0014593788753648992
leaf_count=528 441 700 267 455 672 847
internal_value=0 -0.00127233 0.000879881 -0.00148372 0.00203052 0.00919297
internal_weight=0 0.00809405 0.00684245 0.00572626 0.0045476 0.00274531
internal_count=3910 3469 2769 2502 2047 1519
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=8
num_cat=0
split_feature=1 0 133 13 4 47 47
split_gain=2.04816e-05 6.55312e-05 5.38051e-05 2.77336e-05 6.1735e-05 5.24168e-05 4.76351e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 -0.0010249999999999997 0.0057500000000000008 0.09252500000000001 0.077065000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -2
right_child=3 2 -4 4 5 -7 -8
leaf_value=-0.0005450981490918137 0.00047038031046501671 0.00029033792686861121 -0.00028162099838324251 -0.00032603027602059093 0.00037652826407905094 -0.00019046773807659709 -7.6050542360230246e-05
leaf_weight=0.0010050814610523579 0.0013817181139844953 0.0014744384637775665 0.001107182481668871 0.0016793365103138602 0.0016049669697731088 0.0010286082454377538 0.0011029932751238445
leaf_count=1009 858 452 547 437 230 88 289
internal_value=0 -0.00012033 4.50413e-05 6.28064e-05 -3.22557e-05 0.000155074 0.000227813
internal_weight=0 0.0035867 0.00258162 0.00679762 0.00431291 0.00263358 0.00248471
internal_count=3910 2008 999 1902 755 318 1147
is_linear=0
shrinkage=0.00196078


Tree=7303
num_leaves=8
num_cat=0
split_feature=50 4 40 43 12 16 4
split_gain=1.68096e-05 2.75344e-05 3.54265e-05 4.16343e-05 4.7467e-05 4.09583e-05 5.54476e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.013605000000000001 0.086935000000000012 -0.094359999999999986 0.00096500000000000015
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=-0.00035996763335559593 -0.00024531184496506472 0.00031452642244522033 -0.00022510255200806654 0.00036868754023050755 -0.00028109551750330223 -2.3751701158108109e-05 0.00055437063880946311
leaf_weight=0.0010153365554258654 0.0010036324031190381 0.0010887806519410759 0.001084271121232877 0.001173533083564389 0.001989062339508942 0.0014604568488433287 0.0011323676715870373
leaf_count=274 715 396 129 385 1192 718 101
internal_value=0 2.23063e-05 -1.81981e-05 3.25368e-05 -3.70843e-05 9.49094e-05 0.000228732
internal_weight=0 0.00894381 0.00785503 0.00683969 0.00566616 0.0036771 0.00259282
internal_count=3910 3195 2799 2525 2140 948 819
is_linear=0
shrinkage=0.00196078


Tree=7304
num_leaves=8
num_cat=0
split_feature=4 1 2 160 4 48 4
split_gain=1.97027e-05 7.23154e-05 1.89925e-05 5.19106e-05 4.55731e-05 3.17091e-05 6.25025e-05
threshold=0.24280000000000004 0.11198000000000001 0.086545000000000025 0.088785000000000017 -0.0010999999999999996 0.087500000000000008 -0.06272999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=5.8098743508844808e-05 -0.0002096833050883485 0.00051943287024138688 -0.00018679901909411247 0.00039838732813659954 -0.0004148410860175177 -0.00037498927884769602 0.00040078051204619721
leaf_weight=0.0016418284833266822 0.001016147951216051 0.0010776352472483424 0.0019456674240019432 0.0011249834675906567 0.0014981492399373545 0.0010290681783640529 0.0010836925177061681
leaf_count=1178 196 353 644 249 270 345 675
internal_value=0 0.000165581 -4.72094e-05 2.56904e-05 -0.000167551 -7.76201e-05 2.33957e-05
internal_weight=0 0.00209378 0.00832339 0.00518341 0.00313998 0.00405843 0.00302936
internal_count=3910 549 3361 1913 1448 1664 1319
is_linear=0
shrinkage=0.00196078


Tree=7305
num_leaves=7
num_cat=0
split_feature=4 16 52 16 15 15
split_gain=8.97994e-06 1.60512e-05 2.81464e-05 5.02974e-05 4.17048e-05 5.43303e-05
threshold=0.24280000000000004 -0.19424999999999998 0.10433000000000002 0.26538000000000006 -0.0063699999999999989 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.013307502390652757 0.0061792096293400451 -0.0084497871146531362 0.014968046164376482 -0.021903996484150094 0.027523490291881805 -0.0031426138735779611
leaf_weight=0.001008726729045009 0.0018665647648280067 0.0019953340819254448 0.0010827823989074765 0.0010886551635291529 0.0010899549519427546 0.0012293437865518776
leaf_count=148 549 965 562 430 223 1033
internal_value=0 -0.00157263 0.000252403 -0.00269651 0.00214986 0.0112689
internal_weight=0 0.0074948 0.00648607 0.00540329 0.00431463 0.0023193
internal_count=3910 3361 3213 2651 2221 1256
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=7
num_cat=0
split_feature=16 1 52 4 160 43
split_gain=2.11194e-05 4.32759e-05 5.89407e-05 4.99787e-05 3.35096e-05 3.08448e-05
threshold=-0.064504999999999993 0.10752500000000002 0.084240000000000023 0.00046500000000000008 -0.026849999999999995 -0.06705499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6
right_child=4 -3 -4 -5 5 -7
leaf_value=0.00042090590654006427 0.00016314986622326824 0.00034833490048257371 -0.00041632888582287251 -0.00014969573186459197 5.1398157673796076e-06 -0.00035467183367411464
leaf_weight=0.0011897345352061403 0.0014719769695559818 0.0016846914077301811 0.0010732802727071713 0.0011711016506420328 0.0017163315217203256 0.0019643437121862127
leaf_count=496 732 422 778 293 615 574
internal_value=0 9.09307e-05 -3.53454e-05 0.000137857 -8.68917e-05 -0.000186888
internal_weight=0 0.00511881 0.00343412 0.00236084 0.00515265 0.00368068
internal_count=3910 1989 1567 789 1921 1189
is_linear=0
shrinkage=0.00196078


Tree=7307
num_leaves=8
num_cat=0
split_feature=49 42 13 2 0 0 2
split_gain=9.63191e-06 2.4734e-05 3.81666e-05 3.10632e-05 3.26486e-05 2.97429e-05 1.35924e-05
threshold=-0.081629999999999994 0.084100000000000022 -0.075169999999999987 0.113945 -0.10071499999999999 -0.017269999999999997 0.086775000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0080846902637069559 0.02194227569187113 -0.023129110592956532 0.0030816342435057336 -0.012978215336165836 -0.012926738258126558 0.0090554379531096983 0.0065533920584650227
leaf_weight=0.0012671377860208081 0.0011408377150824776 0.0011328044947883338 0.0010902170836303744 0.0011069788948608952 0.0012818102780457823 0.0011841356278389982 0.0011550939819839536
leaf_count=305 128 1132 504 331 1028 252 230
internal_value=0 -0.00129168 -0.0102748 0.00211097 0.00561871 -0.002371 0.0142001
internal_weight=0 0.00809188 0.00222302 0.00586886 0.00476188 0.00246595 0.00229593
internal_count=3910 3605 1636 1969 1638 1280 358
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=9
num_cat=0
split_feature=50 4 40 47 3 12 52 2
split_gain=2.13328e-05 4.21043e-05 3.95102e-05 4.92376e-05 4.40221e-05 4.65055e-05 4.63007e-05 2.7041e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.091555000000000011 0.0033900000000000002 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00038178285927649756 -0.00027158847725599044 0.00038292262303191442 -0.00042274653740118469 0.00042680433706310695 0.00030950570024846887 -0.00048261217246484768 0.00027064280145068178 -4.5559785971567657e-06
leaf_weight=0.0010331153067468157 0.0010328831512902851 0.0011140984313210032 0.0010256365118089499 0.0010217039334108266 0.0011315519129878431 0.0010621814763240008 0.0013647155857018601 0.0014141207708685355
leaf_count=274 715 396 281 228 136 765 669 446
internal_value=0 2.56546e-05 -2.37718e-05 2.89165e-05 -3.88577e-05 -0.000119856 -1.85772e-05 -0.000180357
internal_weight=0 0.00916712 0.00805303 0.00701991 0.00599821 0.00486665 0.00380447 0.00243976
internal_count=3910 3195 2799 2525 2297 2161 1396 727
is_linear=0
shrinkage=0.00196078


Tree=7309
num_leaves=7
num_cat=0
split_feature=1 4 150 1 12 13
split_gain=1.03606e-05 2.52981e-05 2.35035e-05 2.95954e-05 2.13809e-05 1.11451e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 0.051320000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.003855802209423078 -0.012282567107642722 -0.01267418872630457 0.014451791905345672 0.012487983344286331 -0.0056337019986914434 0.010878226458400871
leaf_weight=0.00101780211193624 0.0014778377383954083 0.0017955964904000357 0.0013099699326533662 0.0016408625176368655 0.0010793385837737013 0.0010358953045699691
leaf_count=430 706 1579 348 396 251 200
internal_value=0 -0.00400423 0.00275783 -0.00089119 0.00529755 0.00357612
internal_weight=0 0.00384929 0.00550801 0.00419804 0.0027202 0.0020537
internal_count=3910 2209 1701 1353 647 630
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=7
num_cat=0
split_feature=157 2 3 48 2 2
split_gain=9.68957e-06 2.77328e-05 3.67632e-05 2.9658e-05 6.16959e-05 3.36495e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.074234999999999982 0.016865000000000002 0.11165000000000001 0.10946500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0088216408032005655 0.0041520563378675346 -0.0086029777038958925 -0.018237486303823044 0.029293645746142394 -0.0041638267474732905 0.013284587831476957
leaf_weight=0.0011034460610729125 0.0015216514750840317 0.0019927807375863674 0.0014156522910427159 0.0012267089774641862 0.0010008015956003296 0.0010847388797284425
leaf_count=703 1033 888 380 288 196 422
internal_value=0 0.00115673 -0.00663873 0.00547293 0.0142615 -0.000888228
internal_weight=0 0.00824233 0.0029373 0.00530503 0.00222751 0.00307752
internal_count=3910 3207 1413 1794 484 1310
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=8
num_cat=0
split_feature=50 160 40 4 13 0 12
split_gain=3.47479e-05 2.58753e-05 3.1364e-05 4.58839e-05 6.50941e-05 6.04171e-05 5.34512e-05
threshold=0.086465000000000014 0.098455000000000015 -0.064864999999999992 0.05309500000000001 -0.070604999999999987 -0.11756999999999999 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -6
right_child=-2 -3 3 5 6 -7 -8
leaf_value=-0.00025378889518203203 -0.00033682950125580268 -0.0002612892726690643 0.00033115941056779551 -2.4205242685733346e-05 1.1111419329430914e-05 0.00052913735620824123 -0.00054452743843589214
leaf_weight=0.0010103068359654886 0.0010762391805093511 0.001012366709265868 0.0014049259906882506 0.0013107058091323216 0.0019144907488568891 0.0018011061608791783 0.0010204004886819956
leaf_count=316 715 268 853 198 405 426 729
internal_value=0 3.49654e-05 7.04086e-05 0.000114364 -1.59244e-05 0.000296068 -0.000182073
internal_weight=0 0.0094743 0.00846194 0.00745163 0.00433982 0.00311181 0.00293489
internal_count=3910 3195 2927 2611 1987 624 1134
is_linear=0
shrinkage=0.00196078


Tree=7312
num_leaves=8
num_cat=0
split_feature=51 150 42 47 4 3 13
split_gain=1.04696e-05 1.90207e-05 3.1398e-05 3.38672e-05 5.92628e-05 4.33909e-05 4.60899e-05
threshold=0.08955500000000001 0.082085000000000019 -0.082904999999999993 0.096175000000000024 0.05309500000000001 0.084925000000000014 -0.013465
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.014646840319318781 -0.008677939417273994 0.012740684203884202 -0.0017960789370780211 -0.019638351675955908 0.015592732700490379 0.0081904457038903533 -0.031876604854843373
leaf_weight=0.0011092936626813307 0.0012153709932177974 0.0012279291245229709 0.0010308095973070627 0.0010857191470568369 0.0015999252319661844 0.0010723698758995787 0.0010069571784148883
leaf_count=486 487 422 1143 269 505 131 467
internal_value=0 0.00127274 -0.000766608 -0.00371669 -4.65807e-05 -0.0080918 -0.0166603
internal_weight=0 0.008133 0.00690507 0.00579578 0.00471006 0.00311014 0.00203777
internal_count=3910 3423 3001 2515 2246 1741 1610
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=7
num_cat=0
split_feature=47 51 2 13 4 4
split_gain=9.69937e-06 2.04533e-05 2.58143e-05 5.65686e-05 7.11941e-05 3.16481e-05
threshold=0.09550500000000002 0.08955500000000001 0.086545000000000025 -0.080814999999999984 -0.0031049999999999997 -0.0025899999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0026825765950571766 0.0066020331246279332 -0.014771547847569115 -0.0094455626788262949 -0.0013423165704765198 0.031558650110069517 -0.021331643322068831
leaf_weight=0.0011981293162681367 0.0017876477156299605 0.0010182741219203224 0.0016674569584031332 0.0014031226608205789 0.0012379941251386708 0.0010126169679971027
leaf_count=1019 389 413 595 726 467 301
internal_value=0 -0.001591 0.000467719 0.00497518 0.0140796 -0.00831697
internal_weight=0 0.00753759 0.00651932 0.00430857 0.00264112 0.00221075
internal_count=3910 3521 3108 1788 1193 1320
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=7
num_cat=0
split_feature=52 13 12 12 1 2
split_gain=9.86819e-06 2.54101e-05 3.16111e-05 2.75685e-05 3.59597e-05 3.42501e-05
threshold=0.11401500000000002 -0.083514999999999992 0.088375000000000023 0.095920000000000019 0.10915500000000002 0.088210000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.02183082346454987 -0.0081593960403195335 -0.011134394013903093 -0.0015642664587651586 0.012607447280322813 -0.02201077502283141 0.0082489067248202319
leaf_weight=0.0011552629147145426 0.001283208038416213 0.0017234322378839961 0.0011549389387585452 0.0010198239653894242 0.0010328700076955334 0.0019352452705753132
leaf_count=784 647 776 227 553 258 665
internal_value=0 0.00128542 0.0101349 -0.00229413 -0.00553335 -0.000881662
internal_weight=0 0.00802157 0.0023102 0.00571137 0.00469155 0.00365868
internal_count=3910 3263 1011 2252 1699 1441
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=7
num_cat=0
split_feature=1 3 3 13 4 1
split_gain=1.0444e-05 2.69e-05 3.05578e-05 2.34435e-05 3.81695e-05 1.85578e-05
threshold=0.088010000000000019 -0.100615 0.084925000000000014 -0.0024749999999999993 0.022820000000000003 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0089633865693462197 0.011843457824459573 -0.017081017604668663 0.0033421523344865402 -0.01754361390595183 0.015279872037959606 -0.0035834358680532012
leaf_weight=0.0012040123357539151 0.0018960269278581782 0.001786750849498869 0.0012417734303141886 0.0010735710110767738 0.0010227292509942735 0.0010642743033631805
leaf_count=282 961 1924 119 351 109 164
internal_value=0 -0.00368037 -0.00870699 0.00305237 -0.0022214 0.00566047
internal_weight=0 0.00423254 0.00302852 0.0050566 0.00316057 0.002087
internal_count=3910 2325 2043 1585 624 273
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=8
num_cat=0
split_feature=1 12 47 52 48 12 3
split_gain=1.01844e-05 2.81343e-05 2.36654e-05 3.3894e-05 3.4924e-05 3.38511e-05 4.27385e-05
threshold=0.12864500000000004 0.10129000000000001 0.09252500000000001 -0.088354999999999989 0.086215000000000014 0.089745000000000005 -0.062694999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.012387736300204429 0.0091169591747039484 -0.016613460223349513 -0.012208534995118829 -0.0088847047192263245 -0.0089111081541480026 0.026401776600645074 0.016289317822821052
leaf_weight=0.0010964211688580397 0.0010793323327962174 0.0010366858684552867 0.00113852010866217 0.0011720238303250007 0.001071956822065399 0.0010917856643991941 0.0015883449755893988
leaf_count=597 331 438 289 1044 266 632 313
internal_value=0 -0.00121674 0.00101283 0.00351307 0.0070536 0.0114962 0.00560069
internal_weight=0 0.00819574 0.00715905 0.00602053 0.00492411 0.00385215 0.00276037
internal_count=3910 3579 3141 2852 2255 1989 1357
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=7
num_cat=0
split_feature=48 2 2 133 16 1
split_gain=9.42504e-06 2.07399e-05 4.60678e-05 2.52726e-05 3.40727e-05 5.06164e-05
threshold=0.091555000000000011 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.09601999999999998 0.081005000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.014032904901272188 0.0062821174528789455 0.010606163557095176 -0.023130757212857456 0.018440039841352628 0.015393060986968391 -0.011685476654112096
leaf_weight=0.0010346765691019652 0.0018926477015217989 0.0011658899437858253 0.0010400597625316406 0.0011082964926007318 0.0010706559143779494 0.0019431434816208019
leaf_count=848 483 484 335 315 776 669
internal_value=0 -0.00162985 -0.00393197 -5.97995e-05 0.00344755 -0.00206579
internal_weight=0 0.00736272 0.00619683 0.00515677 0.0041221 0.0030138
internal_count=3910 3427 2943 2608 1760 1445
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=8
num_cat=0
split_feature=50 15 47 12 160 16 0
split_gain=2.47573e-05 3.54364e-05 5.27416e-05 3.60964e-05 0.000121076 6.18709e-05 4.80199e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.086935000000000012 0.087825000000000014 -0.03800499999999999 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00037296435973398483 -0.00029035791710868032 0.00072353690343362153 -0.00032998430612896334 -0.00039112260448631673 -0.0003933661200092389 0.0001501793718035064 0.00012177643696425475
leaf_weight=0.0010156601514729842 0.001050879889523842 0.0012032294096449624 0.0016447280478979589 0.0012765758248888975 0.0010533546298730021 0.0018152363456454127 0.0015587238248889212
leaf_count=413 715 422 258 829 187 568 518
internal_value=0 2.66973e-05 -1.44271e-05 6.07136e-05 0.000178996 0.000378733 -0.000109153
internal_weight=0 0.00956751 0.00855185 0.00690712 0.00407182 0.00301847 0.0028353
internal_count=3910 3195 2782 2524 1177 990 1347
is_linear=0
shrinkage=0.00196078


Tree=7319
num_leaves=8
num_cat=0
split_feature=50 43 16 48 16 2 1
split_gain=1.36948e-05 2.24408e-05 3.33512e-05 5.20911e-05 5.02753e-05 3.87502e-05 9.61785e-06
threshold=0.086465000000000014 -0.093039999999999984 -0.092424999999999993 0.084905000000000022 0.20277000000000003 0.093655000000000002 0.081540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.00018202836064071091 -0.00021790446465688222 0.00013007582841388212 0.00029518106012767751 -0.00040317149388309281 -0.00013015663398506186 0.0006278528949052064 2.4506617902094846e-05
leaf_weight=0.0017156866770877731 0.0010379395733558271 0.0016501632251713933 0.0010002449717228723 0.0012287676802865593 0.0014289483462249101 0.0010175864683614777 0.0010187704024533866
leaf_count=508 715 584 774 162 448 383 336
internal_value=0 1.98745e-05 6.70394e-05 -9.75215e-05 0.000173132 0.000315851 0.000158602
internal_weight=0 0.00906017 0.00734448 0.00287893 0.00446555 0.0030366 0.00201902
internal_count=3910 3195 2687 746 1941 1493 1110
is_linear=0
shrinkage=0.00196078


Tree=7320
num_leaves=8
num_cat=0
split_feature=52 15 160 151 16 4 4
split_gain=9.8473e-06 1.52032e-05 1.46874e-05 2.20122e-05 4.01975e-05 3.40864e-05 1.25201e-05
threshold=-0.081429999999999989 -0.016339999999999997 0.043720000000000009 -0.0008699999999999999 -0.15168999999999996 -0.056579999999999991 -0.15333499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.013686999018022028 -0.012878372718773632 -0.0029987916774196067 -0.01248195489085741 0.015562925051387478 -0.0033859049305407065 -0.01761348530668291 0.011978645307631194
leaf_weight=0.0011607555893077487 0.0010708575712919059 0.0010311473288388117 0.0010948866479678389 0.0016680338323543523 0.0011163796224912411 0.0011245066251015868 0.0010103274033735512
leaf_count=569 398 402 277 402 137 656 1069
internal_value=0 0.00583742 -0.0018323 0.000114272 0.00294261 -0.00353224 0.00391328
internal_weight=0 0.0021919 0.00708499 0.00599011 0.00491925 0.00325121 0.00212671
internal_count=3910 971 2939 2662 2264 1862 1206
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=8
num_cat=0
split_feature=1 4 12 3 0 13 13
split_gain=1.0116e-05 2.64375e-05 1.82598e-05 6.34528e-05 1.51026e-05 1.4145e-05 8.00381e-06
threshold=0.088010000000000019 -0.082054999999999975 0.090480000000000019 0.076695000000000013 -0.21145499999999998 -0.016579999999999998 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -3 -1
right_child=2 5 -4 4 -6 -7 -8
leaf_value=-0.001826977341265711 0.024069125736923394 -0.019220873962811445 -0.0067875849426928883 0.0054334529417213104 -0.010727960680558653 -0.0029760250692907365 0.010609894793063063
leaf_weight=0.0010283441124283063 0.0013360084436803356 0.0011143655471477516 0.0013828449785893058 0.0010732247930707595 0.0012536526332879421 0.0010327740760526644 0.0010415687401705014
leaf_count=431 580 1167 609 128 268 480 247
internal_value=0 -0.00363298 0.00300305 0.00669929 -0.00327384 -0.0114071 0.00443119
internal_weight=0 0.00421705 0.00504573 0.00366289 0.00232688 0.00214714 0.00206991
internal_count=3910 2325 1585 976 396 1647 678
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=6
num_cat=0
split_feature=52 0 160 12 52
split_gain=9.18856e-06 2.64362e-05 2.549e-05 2.13475e-05 6.46052e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0079707536971824391 -0.016087743833714082 0.011461248230431162 -0.0078341757981618895 -0.0087057793082974486 0.019434623883073477
leaf_weight=0.0010921483800299283 0.0010925417713092238 0.0019503501825183047 0.0018232787262530594 0.0016299664040063579 0.0016597240851607246
leaf_count=128 924 1062 568 634 594
internal_value=0 0.00448585 -0.00222293 0.000739707 0.00515998
internal_weight=0 0.0030425 0.00620551 0.00511297 0.003483
internal_count=3910 1190 2720 1796 1162
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=7
num_cat=0
split_feature=1 4 4 13 3 1
split_gain=1.00729e-05 2.3056e-05 2.26231e-05 1.64824e-05 2.88306e-05 1.43533e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0031049999999999997 -0.081284999999999982 0.11265500000000002 0.10285500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.0060636428177442475 0.013266770316513826 -0.018825377334225391 -0.00035192250793996771 -0.0026248409400182506 -0.01401776116104847 0.011869753184600141
leaf_weight=0.0015502948921320265 0.0011939127461402491 0.0012836029592052684 0.0013709137022785034 0.0012578827548219407 0.0010820848798765437 0.0014953473496518762
leaf_count=189 469 1512 624 463 129 524
internal_value=0 -0.00362592 -0.00928484 0.00300615 -0.000187923 0.00524753
internal_weight=0 0.00420481 0.00265452 0.00502923 0.00383531 0.00275323
internal_count=3910 2325 2136 1585 1116 987
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=9
num_cat=0
split_feature=4 0 52 15 15 160 150 47
split_gain=3.42283e-05 5.3007e-05 5.06734e-05 3.58486e-05 8.53467e-05 6.05283e-05 4.34333e-05 4.54041e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.088615000000000013 -0.0089749999999999986 -1.0000000180025095e-35 0.084800000000000014 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.0003380639311823922 -0.00037166587599172141 0.00042145884599188558 -0.00043891558238273059 -0.00028086930229316158 0.00047516733586741946 -0.00036427190687147765 0.00040205111781523381 0.00019841286172318483
leaf_weight=0.0010352403652157298 0.0013137736823893801 0.0012077120315723009 0.0010955814199931102 0.0010909674470276597 0.0017233909786441223 0.0010491366353430423 0.0011440446324462619 0.0011620090181064253
leaf_count=208 584 252 665 757 727 377 191 149
internal_value=0 3.68543e-05 -1.72891e-05 4.67938e-05 0.000104691 -3.87611e-05 9.19027e-05 -6.85678e-05
internal_weight=0 0.00978662 0.0085789 0.00726513 0.00617416 0.00445077 0.00335519 0.00221115
internal_count=3910 3702 3450 2866 2109 1382 717 526
is_linear=0
shrinkage=0.00196078


Tree=7325
num_leaves=8
num_cat=0
split_feature=11 0 52 16 4 4 2
split_gain=2.8414e-05 2.96521e-05 3.27461e-05 4.15312e-05 2.85864e-05 5.75454e-05 2.54421e-05
threshold=0.076265000000000013 -0.017269999999999997 -0.092854999999999979 -0.30307999999999996 -0.081894999999999982 0.0057500000000000008 1.0000000180025095e-35
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=-0.00031733354845003901 -0.00031123497958645012 0.00025286944563763153 -0.0002605269610548039 0.00041553343453369374 -0.00020365068423983473 4.4759929665569316e-05 0.00047701961590533598
leaf_weight=0.0012052656725518533 0.0010149508852560019 0.0019022023985893321 0.0014226528461804304 0.0010009481370879597 0.0018859467549803767 0.0010118279924704976 0.0010847418914580586
leaf_count=560 291 325 384 538 1418 110 284
internal_value=0 3.38972e-05 -2.08274e-05 3.49582e-05 0.000119312 4.48606e-05 0.000268406
internal_weight=0 0.00951359 0.00761138 0.00640612 0.00498346 0.00398252 0.00209657
internal_count=3910 3619 3294 2734 2350 1812 394
is_linear=0
shrinkage=0.00196078


Tree=7326
num_leaves=6
num_cat=0
split_feature=43 43 12 3 1
split_gain=9.48359e-06 2.84891e-05 3.02624e-05 3.34906e-05 2.8739e-05
threshold=-0.093039999999999984 -0.074254999999999988 0.089995000000000006 -0.018854999999999997 0.094485000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.006603705901963782 0.014571242544885352 0.016802178301504555 -0.014225758703353587 -0.012881248448096287 0.0053841684513101194
leaf_weight=0.0017661990868081713 0.0013713114209340837 0.001211564889218569 0.0014105382139768582 0.0015124802068657785 0.0020011354823819948
leaf_count=602 954 781 922 251 400
internal_value=0 0.00154049 -0.00137184 0.00246525 -0.00247841
internal_weight=0 0.00750703 0.00613572 0.00472518 0.00351362
internal_count=3910 3308 2354 1432 651
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 12
split_gain=2.93709e-05 3.54554e-05 5.37158e-05 4.48034e-05 6.2941e-05 9.67358e-05 7.37934e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -0.031409999999999993 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00027422736678718476 -0.00031932336917724156 0.00033955294524177593 -0.00067130465757551168 -0.00046510889329742496 0.00032805676607810847 0.00030402316596455357 -0.00031357773992578188
leaf_weight=0.001799311421163398 0.0010497068103975582 0.001259736310179573 0.0010344437601701962 0.0010920323856303061 0.0014017839635850713 0.0016405131717674834 0.0013607903919928331
leaf_count=804 715 220 528 359 126 474 684
internal_value=0 2.61489e-05 -3.11567e-05 -0.000102677 -2.98889e-05 -0.000154218 2.4003e-05
internal_weight=0 0.00958861 0.0077893 0.00652956 0.00543753 0.00403575 0.0030013
internal_count=3910 3195 2391 2171 1812 1686 1158
is_linear=0
shrinkage=0.00196078


Tree=7328
num_leaves=7
num_cat=0
split_feature=1 0 12 150 52 2
split_gain=8.49986e-06 2.52595e-05 3.95035e-05 1.97399e-05 2.42937e-05 2.3816e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 -0.014099999999999998 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.015811695332946053 0.010736361486238374 -0.012609420621937923 0.012132909824635621 0.013344906504764539 0.0022605724827681386 -0.015964602529900413
leaf_weight=0.0011781458440102469 0.0012657081411397569 0.0011091759513696309 0.001542918802216235 0.0012868239129772731 0.0016079303720618159 0.0012940553974750161
leaf_count=747 491 784 678 348 611 251
internal_value=0 -0.00362757 0.00178501 0.00251854 -0.00082423 -0.00586641
internal_weight=0 0.00383024 0.00265209 0.00545452 0.00416769 0.00290199
internal_count=3910 2209 1462 1701 1353 862
is_linear=0
shrinkage=0.1


Tree=7329
num_leaves=9
num_cat=0
split_feature=4 0 2 16 49 49 150 15
split_gain=3.57286e-05 5.12203e-05 4.64307e-05 8.02561e-05 4.69307e-05 4.65532e-05 5.71559e-05 5.23034e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.081615000000000007 -0.012324999999999997 1.0000000180025095e-35 -0.0019649999999999997 0.084800000000000014 0.079360000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -7
right_child=1 -3 4 -5 -6 7 -8 -9
leaf_value=-0.00035743163676976833 3.1583784989542565e-05 0.00041229942518427682 -0.00037023837621789321 -0.00066952708494550045 -0.00023408458094926774 0.00066669532490347882 0.00024449763072749848 6.3014605232361085e-05
leaf_weight=0.0010083798832089359 0.0016297564436755533 0.0011858166008440656 0.0010222162146174343 0.0010209460678167167 0.0014536263322905288 0.0011421374214170632 0.0013487132007488742 0.0010675476566337264
leaf_count=208 573 252 316 317 743 314 264 923
internal_value=0 3.00468e-05 -2.21448e-05 -0.000238456 7.28759e-05 0.000170288 -2.05432e-05 0.000375044
internal_weight=0 0.00987076 0.00868494 0.0026507 0.00603424 0.00458061 0.00237093 0.00220969
internal_count=3910 3702 3450 890 2560 1817 580 1237
is_linear=0
shrinkage=0.00196078


Tree=7330
num_leaves=7
num_cat=0
split_feature=11 48 42 16 15 12
split_gain=2.12757e-05 3.46123e-05 3.56438e-05 4.16365e-05 4.2035e-05 4.89243e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.089864999999999987 -0.017214999999999998 0.088375000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00020401075115817141 -0.00027500116368493093 0.00027432465211431258 -0.00026478762262903015 -0.00011964844384444365 0.00054305118976957724 5.5534670338003659e-07
leaf_weight=0.0017845642000970151 0.0010088652457807728 0.0017394846086783919 0.0019020018119075737 0.0013821746040334252 0.0014488938909693627 0.0011435941265794895
leaf_count=533 304 433 1243 467 561 369
internal_value=0 2.46333e-05 -3.20592e-05 4.48e-05 0.000156512 0.000303746
internal_weight=0 0.00940071 0.00766123 0.00575923 0.00397466 0.00259249
internal_count=3910 3606 3173 1930 1397 930
is_linear=0
shrinkage=0.00196078


Tree=7331
num_leaves=7
num_cat=0
split_feature=131 43 133 160 16 0
split_gain=8.89001e-06 2.5969e-05 5.11209e-05 3.92989e-05 4.8731e-05 5.27833e-05
threshold=0.08103500000000001 -0.093039999999999984 0.083815000000000014 -0.070974999999999996 -0.029944999999999996 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.011129475642666397 -0.0088287634427818111 0.0150350243224879 0.021853724274917649 -0.009208395006975947 -0.023843093057754616 0.016730187463698629
leaf_weight=0.0014436562090518763 0.0010209233585583418 0.0012659106451369589 0.0012567386668765456 0.0019984154845478826 0.0010417405131755461 0.0012915435131859595
leaf_count=469 634 390 938 324 457 698
internal_value=0 0.0010602 0.00362758 -0.00046444 -0.00499406 0.000974348
internal_weight=0 0.00829801 0.00685435 0.00559761 0.0043317 0.00328996
internal_count=3910 3276 2807 1869 1479 1022
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=7
num_cat=0
split_feature=48 2 2 133 52 4
split_gain=9.62328e-06 2.18751e-05 3.70033e-05 2.8782e-05 3.39919e-05 3.9462e-05
threshold=0.091555000000000011 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.088354999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.015432310150702178 0.0063277075988423586 0.010897923078788412 -0.021222837589342233 -0.012775885524547632 0.018762536333232646 -0.0037237707611809962
leaf_weight=0.0010399050372968599 0.0018998792867976752 0.0011694910714560207 0.0010400566223567999 0.0010107081927158389 0.0016791429807371176 0.0014582001329048314
leaf_count=848 483 484 335 393 978 389
internal_value=0 -0.00165107 -0.00400751 -0.00055626 0.00317313 0.00831117
internal_weight=0 0.0073975 0.00622801 0.00518796 0.00414805 0.00313734
internal_count=3910 3427 2943 2608 1760 1367
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=1.86944e-05 3.03943e-05 4.76889e-05 4.40634e-05 5.09475e-05 5.80993e-05 7.48159e-05 2.64643e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089785000000000018 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00012476102627327111 -0.00025757250861190446 -0.00026012771087886589 -0.00029385954546249081 0.00050341446449016919 -0.00029808510812053538 -0.00020486717147755339 0.00074472574306588878 0.00030882180656226915
leaf_weight=0.0010607425863115032 0.0010118910993263735 0.0012511956404246301 0.0011799119668760598 0.0010454461186716829 0.0011740647275792415 0.0012028455975901962 0.0010007415635537925 0.0011050511176016833
leaf_count=473 715 622 300 291 700 326 306 177
internal_value=0 2.34924e-05 6.91705e-05 0.00013418 6.45461e-05 0.000161986 0.00030134 9.64656e-05
internal_weight=0 0.00902 0.0077688 0.00658889 0.00554345 0.00436938 0.00316654 0.00216579
internal_count=3910 3195 2573 2273 1982 1282 956 650
is_linear=0
shrinkage=0.00196078


Tree=7334
num_leaves=8
num_cat=0
split_feature=1 52 0 16 0 151 2
split_gain=8.81901e-06 2.2156e-05 2.56649e-05 4.83085e-05 4.08966e-05 3.35068e-05 3.76963e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.10071499999999999 -0.0088999999999999982 0.091525000000000009
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=-0.013182981380538184 0.008454628588476976 -0.015090742164527347 0.023695694365778661 -0.0044696972412056777 -0.019669433066425018 -0.0020033023044605715 0.022800082669975807
leaf_weight=0.0010529661973411718 0.0010840151673358186 0.0010000389628269258 0.0011782004415772877 0.0012604288306357391 0.0011750328706058443 0.0015149745436035559 0.0010288748234781784
leaf_count=193 331 580 520 421 1465 177 223
internal_value=0 -0.00114204 0.000792535 0.00913814 -0.00347245 0.0018189 0.00802857
internal_weight=0 0.00821052 0.00721048 0.00243863 0.00477185 0.00359682 0.00254385
internal_count=3910 3579 2999 941 2058 593 400
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=2.03922e-05 2.37838e-05 4.387e-05 3.62628e-05 6.52273e-05 6.00031e-05 7.44171e-05 2.64049e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089910000000000004 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00010599915360835519 -0.00026890164229057478 -0.00022602652293533655 -0.00028252465494663261 0.00046263754401775566 -0.00034115709352712027 -0.00020106957668857017 0.00075406882397412525 0.00031992566195680825
leaf_weight=0.0010892796874954667 0.0010126598979900677 0.0012578362400280452 0.001190293676346669 0.001039289128996217 0.0012020677931772472 0.0012000751940465806 0.0010092523516873528 0.0011508123336836482
leaf_count=475 715 622 300 291 700 326 304 177
internal_value=0 2.4356e-05 6.43176e-05 0.000126021 6.41185e-05 0.000173609 0.000311988 0.000112813
internal_weight=0 0.00913891 0.00788107 0.00669078 0.00565149 0.00444942 0.00324934 0.00224009
internal_count=3910 3195 2573 2273 1982 1282 956 652
is_linear=0
shrinkage=0.00196078


Tree=7336
num_leaves=7
num_cat=0
split_feature=133 160 42 4 2 2
split_gain=9.1594e-06 3.90428e-05 2.53225e-05 2.55027e-05 5.06117e-05 5.62626e-05
threshold=-0.085714999999999986 -0.079684999999999992 -1.0000000180025095e-35 0.074650000000000008 0.106285 0.090815000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.0084824058022976052 -0.017248110186718821 -0.012678602493281014 0.0033158112932528093 0.013994445856698359 0.018596915995432152 -0.02557553797655461
leaf_weight=0.0011139854597532967 0.001276597768042593 0.0010292513932243499 0.0019064856643506609 0.0018626031364153903 0.0010579073649834921 0.001042674742668456
leaf_count=604 747 649 833 425 307 345
internal_value=0 -0.00118327 0.00178941 0.00432639 -0.000167605 -0.00689872
internal_weight=0 0.00817552 0.00689892 0.00586967 0.00400707 0.00294916
internal_count=3910 3306 2559 1910 1485 1178
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=8
num_cat=0
split_feature=11 13 39 0 51 1 0
split_gain=2.79143e-05 2.85133e-05 6.58769e-05 5.05684e-05 4.73581e-05 4.10005e-05 3.60717e-05
threshold=0.076265000000000013 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.0084849999999999978 0.086560000000000012 -0.11524
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
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leaf_weight=0.0019321545069968223 0.0010127639412671084 0.0010344694427714034 0.0010228996098036718 0.0011963010416558987 0.0017570082267287278 0.0014793555067555419 0.0011239868203172521
leaf_count=398 291 531 387 329 1358 151 465
internal_value=0 2.64995e-05 -2.7483e-05 -9.93329e-05 -1.84565e-05 -0.000107939 -0.00026414
internal_weight=0 0.00954618 0.00761402 0.00659112 0.00539482 0.00436035 0.00260334
internal_count=3910 3619 3221 2834 2505 1974 616
is_linear=0
shrinkage=0.00196078


Tree=7338
num_leaves=6
num_cat=0
split_feature=15 151 49 0 52
split_gain=8.55191e-06 3.9439e-05 3.15045e-05 4.01117e-05 4.06525e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=-0.006940194728942823 0.01923633031387071 -0.015440076502534658 0.014980933374102948 -0.013927670179927871 0.0067729020640844816
leaf_weight=0.0015006076686578341 0.001059655479355763 0.0013094006041940729 0.0016267409922285925 0.0019366017401764291 0.0018596995922761557
leaf_count=614 487 262 275 1318 954
internal_value=0 0.00130388 -0.00151861 0.00184275 -0.00378705
internal_weight=0 0.0077921 0.00673244 0.00542304 0.0037963
internal_count=3910 3296 2809 2547 2272
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=8
num_cat=0
split_feature=52 2 0 0 3 42 15
split_gain=9.18854e-06 1.6113e-05 2.93916e-05 3.8033e-05 4.49511e-05 3.47712e-05 1.34345e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.013005013069123409 0.015634575861030713 -0.011016078793040356 -0.018586939815723666 -0.019520911573925548 0.016785508147026906 0.0065363968455052048 -0.00267271418508105
leaf_weight=0.0011619474895616694 0.0010648587830730163 0.0014902054507436278 0.0011445819680956267 0.0010488954561639775 0.0013342555799975837 0.0010006678795365987 0.0010320686480696744
leaf_count=569 115 466 312 972 220 854 402
internal_value=0 -0.00177602 0.000685801 -0.00282942 0.00250058 -0.00679883 0.00563019
internal_weight=0 0.00708347 0.00559326 0.0045284 0.00338382 0.00204956 0.00219402
internal_count=3910 2939 2473 2358 2046 1826 971
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=8
num_cat=0
split_feature=133 160 42 151 4 4 4
split_gain=8.14315e-06 3.30942e-05 2.03979e-05 2.58472e-05 7.38e-05 3.77551e-05 1.60007e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.0080082986396765952 -0.01354029734125366 -0.010846946756557452 -0.0096220142584601386 -0.00073836960026005477 0.029055953922305956 -0.014320657275552895 0.017034650688875639
leaf_weight=0.0011111604418161192 0.0016976466159078418 0.0010169083345504728 0.0010364386231757035 0.0010022066000543106 0.0012019191196791096 0.0011693341038701418 0.0010242094680833122
leaf_count=604 1086 618 350 167 259 193 633
internal_value=0 -0.0011174 0.00215181 0.00458432 0.00793246 -1.20727e-05 0.00824463
internal_weight=0 0.00814866 0.00645102 0.00543411 0.00439767 0.00319575 0.00202642
internal_count=3910 3306 2220 1602 1252 993 800
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 12
split_gain=2.12154e-05 2.50765e-05 3.70472e-05 2.97675e-05 6.54465e-05 7.17244e-05 7.31605e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00024070686873073336 -0.00027084925880902384 0.00029487530765357888 -0.00060043454388220821 -0.00039111698415945668 0.00034831293375299711 0.00029722964574059585 -0.00033593384831934528
leaf_weight=0.0017101999238737465 0.0010246898359058338 0.0011851244091754627 0.0010169185741761219 0.0010119485714181172 0.0013475758722294147 0.0015296966619877507 0.001296110706390032
leaf_count=804 715 220 592 359 126 423 671
internal_value=0 2.67521e-05 -2.27791e-05 -8.34764e-05 -2.3496e-05 -0.000153883 6.81707e-06
internal_weight=0 0.00909757 0.00738737 0.00620225 0.0051903 0.00384273 0.00282581
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=7342
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=1.84723e-05 3.64425e-05 4.95765e-05 3.92797e-05 5.95709e-05 5.07926e-05 7.40862e-05 3.02229e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089910000000000004 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00012695539035057599 -0.00025678009129204973 -0.00029093227716246896 -0.00029687518382118407 0.0004820555009536077 -0.00032057659368550862 -0.00016892574602469398 0.00074306996975393781 0.00032786535797581912
leaf_weight=0.0011095721581041386 0.0010306252630201867 0.0012506966776851995 0.0012053650902607823 0.0010565344206468676 0.0011854659792514257 0.0012111943495285355 0.0010080580259498001 0.0011376363574331415
leaf_count=475 715 622 300 291 700 326 304 177
internal_value=0 2.00933e-05 6.92476e-05 0.000135032 7.01616e-05 0.000173869 0.000301414 0.000103295
internal_weight=0 0.00916452 0.00791383 0.00670846 0.00565193 0.00446646 0.00325527 0.00224721
internal_count=3910 3195 2573 2273 1982 1282 956 652
is_linear=0
shrinkage=0.00196078


Tree=7343
num_leaves=6
num_cat=0
split_feature=42 49 2 16 2
split_gain=9.23883e-06 2.58781e-05 2.83658e-05 4.61655e-05 3.52091e-05
threshold=-0.082904999999999993 -0.047894999999999993 0.097940000000000013 -0.057604999999999996 0.113945
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=0.0077446437467693589 0.0093020376613560767 -0.0236568645927656 0.013606746004041116 -3.5860761779524754e-05 -0.0087315904572175026
leaf_weight=0.0013127271905812284 0.0017831071682848174 0.0014974696018867978 0.0014855316010795516 0.0018491236897513323 0.0013439245323641261
leaf_count=577 458 1067 400 941 467
internal_value=0 -0.00131001 -0.00437385 -0.0106053 0.00299657
internal_weight=0 0.00795916 0.00617605 0.00334659 0.00282946
internal_count=3910 3333 2875 2008 867
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=8
num_cat=0
split_feature=11 48 42 160 133 1 0
split_gain=2.19276e-05 2.98625e-05 5.17217e-05 4.92329e-05 5.4644e-05 4.96705e-05 2.00057e-05
threshold=1.0000000180025095e-35 0.09227500000000001 0.086325000000000013 -0.081519999999999995 0.083815000000000014 0.077800000000000022 -0.14808999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00044129078526207482 -0.00028096027693597499 0.0002788553202154967 -0.00030565114327855882 -0.0004923769547130573 0.00035963088667302238 -0.00017530761507516412 0.00017008165987176925
leaf_weight=0.0010969585310349273 0.0010011625419657092 0.001489307396861113 0.001897801090091346 0.0010628983630339623 0.0011199675872654909 0.0011961074575368696 0.0013987473262505623
leaf_count=360 304 408 1248 620 417 137 416
internal_value=0 2.45046e-05 -2.42322e-05 6.66795e-05 -1.93308e-05 -0.000135365 1.08733e-05
internal_weight=0 0.00926179 0.00777248 0.00587468 0.00477772 0.00365775 0.00259485
internal_count=3910 3606 3198 1950 1590 1173 553
is_linear=0
shrinkage=0.00196078


Tree=7345
num_leaves=8
num_cat=0
split_feature=4 0 52 48 15 3 3
split_gain=4.0249e-05 7.17443e-05 4.41115e-05 3.35937e-05 3.09724e-05 7.73498e-05 6.14991e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.087945000000000009 0.088615000000000013 -0.083144999999999983 0.0066850000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.00037906035968908117 -0.00036828689644703689 0.0004793468720889415 0.00058415797901398715 -0.00019074791909657034 -0.00019349940961762294 -0.00033984302184748052 0.00024612070543868604
leaf_weight=0.00100882574154327 0.0012701466384122525 0.0012083927283939684 0.0012944165839537075 0.0019526415775399184 0.0010280612189555978 0.0011665059244396075 0.0016809696674627069
leaf_count=208 584 252 712 426 750 743 235
internal_value=0 3.2653e-05 -3.16623e-05 2.83667e-05 0.000111124 0.000186735 6.07294e-06
internal_weight=0 0.00960113 0.00839274 0.00712259 0.00516995 0.00414189 0.00284748
internal_count=3910 3702 3450 2866 2440 1690 978
is_linear=0
shrinkage=0.00196078


Tree=7346
num_leaves=9
num_cat=0
split_feature=11 13 39 0 51 52 1 2
split_gain=2.86048e-05 2.45071e-05 6.64541e-05 4.54744e-05 3.06998e-05 3.4168e-05 3.3036e-05 1.49994e-05
threshold=0.076265000000000013 -0.094679999999999986 0.0042750000000000002 -0.053834999999999994 -0.0084849999999999978 0.089525000000000007 0.086560000000000012 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00022761534378041632 -0.00031936216578490556 0.00029133260395539611 0.00044842577512010939 -0.00044577504499904624 7.0083782040604448e-05 0.00022416519116465224 -0.00016829119329428077 -0.00050250760683030597
leaf_weight=0.0018995612337045688 0.0010047667921325972 0.0010026396716270687 0.0010002981494171273 0.0011630072090734944 0.0012097635277576015 0.0010172290958206901 0.0010171031491623124 0.0010484598729429417
leaf_count=398 291 531 390 329 883 609 354 125
internal_value=0 2.87853e-05 -2.18536e-05 -9.46942e-05 -1.75848e-05 -8.97406e-05 -0.000187231 -0.000337936
internal_weight=0 0.00935806 0.0074585 0.0064582 0.0052952 0.00429256 0.00327533 0.00206556
internal_count=3910 3619 3221 2831 2502 1971 1362 479
is_linear=0
shrinkage=0.00196078


Tree=7347
num_leaves=7
num_cat=0
split_feature=11 48 42 133 16 0
split_gain=4.05811e-05 2.42945e-05 3.30982e-05 2.83643e-05 4.70268e-05 4.41543e-05
threshold=1.0000000180025095e-35 0.091555000000000011 -0.088669999999999985 0.087550000000000017 -0.008069999999999999 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00026725423741090742 -0.0003864102601686419 0.00023793337011062323 -0.0003939180466883621 -0.00037467052117051816 0.000220491351363043 5.6293843819937546e-05
leaf_weight=0.0012876595028882337 0.0010057981696739099 0.0017290542481381314 0.0016192572795427588 0.0010338910581114587 0.0019722594678396477 0.0017348318958864638
leaf_count=434 304 433 258 782 617 1082
internal_value=0 2.80299e-05 -1.94255e-05 -7.74651e-05 -1.97749e-05 -0.000161055
internal_weight=0 0.00937695 0.0076479 0.00636024 0.00532635 0.00335409
internal_count=3910 3606 3173 2739 1957 1340
is_linear=0
shrinkage=0.00196078


Tree=7348
num_leaves=7
num_cat=0
split_feature=1 16 51 0 4 0
split_gain=1.80734e-05 2.96365e-05 3.98572e-05 3.9359e-05 2.88949e-05 8.68382e-06
threshold=0.085990000000000011 -0.055679999999999993 -0.088439999999999977 -0.15713499999999997 -0.082054999999999975 0.12500000000000003
decision_type=2 2 2 2 2 2
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leaf_value=0.00018396298429722803 -4.4232506957679882e-05 0.00016989689579028104 -0.00034321088601239137 0.00036543861838550951 -0.00027892166740313472 -6.4024856685278078e-05
leaf_weight=0.001006057728335411 0.0016804504191969859 0.0010771823323982689 0.0012662087671226263 0.0019454809083105618 0.0019337853803260557 0.0011792126195585939
leaf_count=557 195 270 529 707 1579 73
internal_value=0 6.45059e-05 -0.000107352 0.000175575 -0.000104343 5.01441e-05
internal_weight=0 0.00596932 0.00234339 0.00362593 0.00411906 0.00218527
internal_count=3910 1701 799 902 2209 630
is_linear=0
shrinkage=0.00196078


Tree=7349
num_leaves=7
num_cat=0
split_feature=1 0 3 16 15 16
split_gain=9.54409e-06 2.87784e-05 2.6246e-05 2.02187e-05 3.96242e-05 4.20925e-05
threshold=0.076710000000000014 -0.083674999999999986 -0.089604999999999976 0.10994000000000002 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2 2
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right_child=3 2 -4 -5 -6 -7
leaf_value=-0.018526161798423316 0.010692520581954738 0.013572121489069817 -0.0080794950291232827 -0.0097720124769524134 0.019542693302583781 -0.010953999421319978
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leaf_count=1044 456 272 692 368 619 459
internal_value=0 -0.00442237 0.00184264 0.0022832 0.00503525 -0.000469636
internal_weight=0 0.00325693 0.00225517 0.00609426 0.00496159 0.00359678
internal_count=3910 2008 964 1902 1534 915
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=8
num_cat=0
split_feature=11 48 42 160 133 1 4
split_gain=1.90598e-05 2.76914e-05 3.75468e-05 4.18664e-05 4.4922e-05 5.04846e-05 3.49574e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.081519999999999995 0.083815000000000014 0.077800000000000022 0.0082450000000000006
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
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leaf_count=356 304 433 1243 618 412 322 222
internal_value=0 2.03793e-05 -3.03561e-05 4.87379e-05 -3.17918e-05 -0.000138986 1.27741e-05
internal_weight=0 0.00936463 0.00763576 0.00573726 0.00466008 0.00355721 0.00250139
internal_count=3910 3606 3173 1930 1574 1162 544
is_linear=0
shrinkage=0.00196078


Tree=7351
num_leaves=6
num_cat=0
split_feature=52 0 160 12 52
split_gain=8.93327e-06 2.14721e-05 1.79304e-05 2.00862e-05 6.23332e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_weight=0.0011085363402468114 0.0011049160149637725 0.0019771202720162561 0.0018306577167767947 0.0016568245780599605 0.0016759523096115676
leaf_count=128 924 1062 568 634 594
internal_value=0 0.00435223 -0.00222062 0.00025346 0.00454066
internal_weight=0 0.00308566 0.00626835 0.00516343 0.00350661
internal_count=3910 1190 2720 1796 1162
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=7
num_cat=0
split_feature=1 43 13 48 47 16
split_gain=1.01692e-05 2.24563e-05 2.97473e-05 2.00938e-05 4.39987e-05 5.8193e-05
threshold=0.085990000000000011 0.013605000000000001 -1.0000000180025095e-35 0.087945000000000009 0.09252500000000001 -0.022939999999999999
decision_type=2 2 2 2 2 2
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right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.019805310220064237 0.027587150043144278 0.0071311359213652326 0.001555485523197044 -0.0060740088767093463 -0.009037396609080442 -0.0028858865831297448
leaf_weight=0.0013195447852498749 0.0014346686616648412 0.0012318797186956941 0.0012886152041949304 0.0017676198780490694 0.0011865530762087341 0.0011127050454327713
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internal_value=0 -0.00399602 -0.00925157 0.00270967 0.00686782 0.0142764
internal_weight=0 0.00384004 0.00260816 0.00550155 0.00373393 0.00254737
internal_count=3910 2209 1812 1701 1352 1171
is_linear=0
shrinkage=0.1


Tree=7353
num_leaves=8
num_cat=0
split_feature=160 43 3 16 0 49 13
split_gain=1.59373e-05 2.5849e-05 4.72051e-05 4.07553e-05 7.26099e-05 4.34464e-05 1.51955e-05
threshold=-0.087309999999999985 -0.057994999999999998 -0.08824499999999999 -0.027569999999999994 -0.10462499999999998 -1.0000000180025095e-35 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -4
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leaf_value=0.00023115977238089618 -0.00019309698556662925 6.6993956683399899e-05 0.00046553908255102965 -0.00033794454791930348 0.00033077347969797614 -0.00048438441289590749 0.00012644860559591617
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leaf_count=678 431 134 545 587 932 219 384
internal_value=0 -2.8734e-05 0.000110733 -0.000107923 1.07621e-05 -0.000219648 0.000294027
internal_weight=0 0.00899848 0.0032589 0.00573958 0.00378607 0.0022012 0.00203265
internal_count=3910 3232 1360 1872 1285 353 929
is_linear=0
shrinkage=0.00196078


Tree=7354
num_leaves=8
num_cat=0
split_feature=484 1 457 0 133 43 3
split_gain=9.30709e-06 2.57923e-05 4.07814e-05 3.50401e-05 3.9607e-05 5.62994e-05 2.69164e-05
threshold=0.084225000000000008 0.12263000000000002 0.069705000000000003 -0.11756999999999999 0.090085000000000012 -0.07526999999999999 -0.072739999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.020049652902998 0.0088017271268305813 0.011891521085148038 0.01356353313787383 0.019525378513896886 -0.019666598785414331 -0.018660450627690905 0.0042573660098909468
leaf_weight=0.0015141769549409023 0.0010553259789811706 0.0012784704229642022 0.0011609999284095682 0.0012630777183089015 0.0010142133512441457 0.0010351011770545759 0.0010149836250023256
leaf_count=352 470 333 247 705 612 894 297
internal_value=0 -0.00116977 -0.00355439 -0.00695655 -0.00237519 0.00291799 -0.00731399
internal_weight=0 0.00828102 0.00700255 0.00584155 0.00432738 0.00331316 0.00205008
internal_count=3910 3440 3107 2860 2508 1896 1191
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=8
num_cat=0
split_feature=11 48 2 4 1 2 3
split_gain=3.27198e-05 3.41305e-05 4.34367e-05 3.56147e-05 7.7131e-05 4.90913e-05 2.57984e-05
threshold=0.076265000000000013 0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.092550000000000007 0.085355000000000014 -0.005644999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00034683276890879724 -0.00034810475173238187 0.0002713625894983762 0.00031159678411498169 0.00052571093989298525 -8.2006782933898866e-05 8.0553023242102411e-07 -0.00052391229338731083
leaf_weight=0.0016126016990965428 0.0010017934493531692 0.0017560459641781734 0.0012032047466031112 0.001068612142384196 0.0010007374416819445 0.0019083169073792505 0.0010313965713233976
leaf_count=537 291 434 448 478 419 1141 162
internal_value=0 2.43219e-05 -3.11186e-05 -9.33924e-05 -1.18007e-05 0.000189228 -0.000306293
internal_weight=0 0.00958092 0.00782487 0.00662166 0.00500906 0.00297693 0.00203213
internal_count=3910 3619 3185 2737 2200 1619 581
is_linear=0
shrinkage=0.00196078


Tree=7356
num_leaves=8
num_cat=0
split_feature=11 48 42 484 0 16 2
split_gain=2.80476e-05 4.01981e-05 3.40695e-05 5.49323e-05 3.80258e-05 9.02823e-05 3.94531e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 0.0038100000000000005 -0.11524 0.15737500000000001 0.085155000000000022
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=-0.00030347876311883639 -0.00032010999123372721 0.00029066021403678703 -0.00025930332062737069 0.00045687941870044816 5.3586770935493651e-05 -0.0003916309858326235 0.00057523027270000226
leaf_weight=0.0015297460242075884 0.001006840037080836 0.0017711740744793458 0.0019729291857703826 0.0010009557827641864 0.0012031485373315515 0.0010949714614606077 0.0010386533690009488
leaf_count=272 291 434 1250 307 538 162 656
internal_value=0 2.38677e-05 -3.64016e-05 3.85487e-05 -4.74944e-05 6.98618e-05 0.00029527
internal_weight=0 0.00961158 0.0078404 0.00586748 0.00486652 0.00333677 0.0022418
internal_count=3910 3619 3185 1935 1628 1356 1194
is_linear=0
shrinkage=0.00196078


Tree=7357
num_leaves=8
num_cat=0
split_feature=50 15 16 0 48 52 3
split_gain=2.25689e-05 4.03237e-05 3.78267e-05 4.46054e-05 6.76104e-05 3.1201e-05 6.04155e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.27337499999999998 -0.10575999999999998 0.084905000000000022 0.086635000000000004 -0.075679999999999983
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=0.00039240421775126012 -0.0002732033518081414 -0.00029593281374931034 0.00061287805591055372 -0.0005282821016277399 -6.6445499372518277e-05 0.00013346747899050472 4.961702025879371e-05
leaf_weight=0.0010319672557470303 0.0010757876107432519 0.0015416450664514185 0.0011171680155662557 0.0012013428294917283 0.0011360885257172323 0.0018454526563225883 0.0016518263982177419
leaf_count=413 715 311 163 1098 131 664 415
internal_value=0 2.64074e-05 -1.80614e-05 4.35592e-05 0.000270364 -6.52066e-05 -0.000193711
internal_weight=0 0.00952549 0.00849352 0.00695188 0.00225326 0.00469862 0.00285317
internal_count=3910 3195 2782 2471 294 2177 1513
is_linear=0
shrinkage=0.00196078


Tree=7358
num_leaves=8
num_cat=0
split_feature=12 1 42 151 4 16 1
split_gain=9.91699e-06 2.61345e-05 5.23535e-05 2.55923e-05 6.36768e-05 4.5874e-05 2.42261e-05
threshold=-0.036459999999999992 0.12263000000000002 0.092145000000000019 -0.0088999999999999982 0.15927500000000003 -0.088504999999999986 0.088495000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.009459032929832906 -0.010401291994022921 0.015856686451195871 -0.021979021581921443 -0.018368170816197571 0.026079202070996593 0.01296881889577909 -0.0063218548072293233
leaf_weight=0.0010021708027529172 0.0012567966789047815 0.0010456501518923455 0.0010270598723832432 0.0010572839140891694 0.0011625728292046339 0.0018138986002489081 0.001015462342748532
leaf_count=504 473 191 625 466 175 1096 380
internal_value=0 0.0010667 -0.00104226 0.00236771 0.00554603 -0.000595849 0.00604536
internal_weight=0 0.00837872 0.00733307 0.00630601 0.00504922 0.00388664 0.00282936
internal_count=3910 3406 3215 2590 2117 1942 1476
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=8
num_cat=0
split_feature=131 43 133 160 16 0 1
split_gain=8.30272e-06 2.28264e-05 4.6034e-05 3.90975e-05 4.65719e-05 5.1621e-05 1.20913e-05
threshold=0.08103500000000001 -0.093039999999999984 0.083815000000000014 -0.070974999999999996 -0.029944999999999996 -0.10462499999999998 0.10134000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.010395251194586352 -0.0085458062372311318 0.014966025593143362 0.020704767645525611 -0.016971095602138855 -0.023371227134161777 0.016384085582547388 -0.0014554672115399357
leaf_weight=0.0014531280162647575 0.0010247341343534019 0.0012704683101531552 0.0012562996672701669 0.0010028562040057297 0.0010454065186152545 0.001298243226586452 0.0010062196977785138
leaf_count=469 634 390 938 161 457 698 163
internal_value=0 0.00099292 0.0033984 -0.000468085 -0.00497297 0.000842507 -0.00920029
internal_weight=0 0.00833262 0.00687949 0.00562319 0.00435273 0.00330732 0.00200908
internal_count=3910 3276 2807 1869 1479 1022 324
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=8
num_cat=0
split_feature=11 16 47 1 15 43 4
split_gain=2.23022e-05 2.82993e-05 3.01492e-05 3.80158e-05 6.94868e-05 4.83746e-05 2.12235e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.09550500000000002 0.094485000000000013 -0.0039399999999999991 -0.083684999999999996 -0.083534999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.00024912040732126962 -0.0002860450019910606 -0.00042592454296922372 0.00032950670472459733 0.00024820371411549662 0.00042717768133803855 -0.00027442072408728681 0.00010785662363575093
leaf_weight=0.0012775615461410672 0.001000471198539874 0.0015342434288918021 0.0013741286502097546 0.0018658809244537422 0.0010478164268679408 0.0011178786925354024 0.0011155885745676311
leaf_count=380 304 963 305 593 264 361 740
internal_value=0 2.19994e-05 6.49975e-05 1.05973e-05 -8.14685e-05 7.95903e-05 -8.3478e-05
internal_weight=0 0.0093331 0.00805554 0.00668141 0.00481553 0.00328128 0.00223347
internal_count=3910 3606 3226 2921 2328 1365 1101
is_linear=0
shrinkage=0.00196078


Tree=7361
num_leaves=8
num_cat=0
split_feature=48 16 40 3 2 4 12
split_gain=1.86148e-05 5.52157e-05 4.65506e-05 6.3421e-05 6.97618e-05 5.7488e-05 3.91876e-05
threshold=0.091555000000000011 -0.094359999999999986 -0.064864999999999992 0.10666500000000002 0.085355000000000014 -0.00027999999999999998 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00044411297760162496 -0.00018051697314721711 0.00044723607556048148 0.00042775003182678276 0.00038088821493947005 -0.00049712839129343873 5.1700890089664479e-05 -4.2413801124262227e-05
leaf_weight=0.0010201359186712382 0.0010155034923578382 0.001147319301629804 0.0010910230097721187 0.0013855612030965097 0.0019289521212929824 0.0011842720976204305 0.0018160949926825716
leaf_count=275 156 327 138 223 1257 482 1052
internal_value=0 0.000152489 -5.14314e-05 2.65904e-06 -8.43891e-05 -0.000288353 0.000134036
internal_weight=0 0.00216282 0.00842604 0.0074059 0.00602034 0.00311322 0.00290712
internal_count=3910 483 3427 3152 2929 1739 1190
is_linear=0
shrinkage=0.00196078


Tree=7362
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=1.99155e-05 3.10527e-05 3.50483e-05 4.72418e-05 4.66884e-05 7.75039e-05 3.84011e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.084795000000000023 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00023721082132171061 -0.00026716541612422295 -0.00024116991797361469 0.00015329984656453746 -0.00025857176877080925 0.00063372873605454236 0.00044973589304098848 -0.00028680362932042712
leaf_weight=0.0014857021314051509 0.00101529004853882 0.0011623717840911216 0.0016629660541880647 0.0010656740704635176 0.0010376991571663611 0.0013417219116478361 0.0014072985074493338
leaf_count=875 715 481 530 682 313 166 148
internal_value=0 2.22676e-05 7.24787e-05 0.000128435 0.000286055 0.000136192 -4.84277e-05
internal_weight=0 0.00916343 0.00767773 0.00651536 0.0034451 0.0024074 0.00307026
internal_count=3910 3195 2320 1839 1161 848 678
is_linear=0
shrinkage=0.00196078


Tree=7363
num_leaves=8
num_cat=0
split_feature=1 15 0 15 51 16 0
split_gain=9.23893e-06 2.44882e-05 3.10726e-05 2.13573e-05 3.11782e-05 4.21038e-05 4.98785e-05
threshold=0.076710000000000014 0.083935000000000023 0.13167000000000004 0.035895000000000003 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.023191600960697903 0.020198926816725957 0.0074104721931945051 0.0010629336288106041 -0.011139263561917299 -0.0074527774655010221 -0.015442774459531572 0.018777441044916549
leaf_weight=0.0010293626148004849 0.0010497865630731042 0.0011452072713543605 0.0010848583503348106 0.0010009452500838135 0.0012978034365453348 0.0011395772784504152 0.0016423933481806382
leaf_count=1079 270 866 63 532 135 441 524
internal_value=0 -0.00436669 -0.010746 0.00222237 0.00482966 0.000874918 0.00719942
internal_weight=0 0.00325943 0.00211422 0.00613051 0.00512956 0.00407977 0.0029402
internal_count=3910 2008 1142 1902 1370 1100 659
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=7
num_cat=0
split_feature=50 160 42 49 1 2
split_gain=1.92333e-05 2.88324e-05 3.44533e-05 3.55008e-05 5.77416e-05 2.09921e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 0.098195000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00025006257603259581 -0.00026276404844082055 -0.00032510687414341626 0.00026701496256745791 -6.7798304972928425e-05 -0.0004486153568791306 0.00024772279172549845
leaf_weight=0.0017263381167905477 0.0010145242431929468 0.0012714598880833776 0.0017366278718973652 0.0019076196507682363 0.001120007368909633 0.0014098505369782004
leaf_count=804 715 766 312 707 282 324
internal_value=0 2.17517e-05 -3.11848e-05 2.93438e-05 -6.36699e-05 6.62911e-05
internal_weight=0 0.0091719 0.00744557 0.00617411 0.00443748 0.00331747
internal_count=3910 3195 2391 1625 1313 1031
is_linear=0
shrinkage=0.00196078


Tree=7365
num_leaves=9
num_cat=0
split_feature=50 133 16 2 52 52 2 48
split_gain=2.23833e-05 3.46791e-05 3.03348e-05 8.16602e-05 7.25371e-05 4.7943e-05 5.25998e-05 3.23471e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.085730000000000015 -0.056389999999999989 0.084240000000000023 0.085005000000000011 0.091125000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=0.00040217157969668133 -0.00027264993271268478 -0.00027170328630754482 -0.00015311928115700489 0.00010270604175615683 0.00084080912548308506 -0.00040664683305186196 -0.00028722572919502256 0.00017022256062365304
leaf_weight=0.0012557326732882358 0.0010599521325739296 0.0012826120504392221 0.0013808959483776152 0.0010463016566921862 0.0010022480896829163 0.0010058478654852415 0.0013931133254109166 0.0010364709649643439
leaf_count=235 715 622 408 505 218 664 411 132
internal_value=0 2.79178e-05 7.52415e-05 0.000215405 0.000463821 -2.7224e-05 7.63334e-05 -9.20763e-05
internal_weight=0 0.00940322 0.00812061 0.00342945 0.00204855 0.00469116 0.00368532 0.00242958
internal_count=3910 3195 2573 1131 723 1442 778 543
is_linear=0
shrinkage=0.00196078


Tree=7366
num_leaves=8
num_cat=0
split_feature=52 4 160 13 13 52 1
split_gain=9.29485e-06 2.10292e-05 2.02769e-05 3.05214e-05 3.02196e-05 2.59599e-05 1.73927e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6
right_child=2 -3 3 4 5 -7 -8
leaf_value=-0.0051653695629447598 -0.014525267119389876 0.011484596319492585 -0.015321949781854983 0.018898894391014914 0.0021579394995763592 0.012252969008803299 -0.015973828268590052
leaf_weight=0.0013184702867158967 0.0011119680754178869 0.0017863106123208908 0.0010019229521769013 0.0010386455892261331 0.001035372584680437 0.0010294074316312307 0.0010818014135884246
leaf_count=807 924 383 127 441 621 324 283
internal_value=0 0.00441405 -0.00227123 0.000355667 0.00410881 -0.000773201 -0.00710676
internal_weight=0 0.00310478 0.00629912 0.00518715 0.00418523 0.00314658 0.00211717
internal_count=3910 1190 2720 1796 1669 1228 904
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=6
num_cat=0
split_feature=48 42 160 133 2
split_gain=9.07535e-06 2.76834e-05 3.32134e-05 4.12888e-05 4.09867e-05
threshold=0.091555000000000011 0.086325000000000013 -0.081519999999999995 0.083815000000000014 0.085255000000000011
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.018120808589557679 0.0060580538283386519 -0.012306242361108041 0.0045237922429113304 0.016061496835592486 -0.016882244275499458
leaf_weight=0.0010247926857954838 0.0019281244122191666 0.0018344110546832408 0.001688955967349096 0.0010113684175253579 0.0019015523259929504
leaf_count=379 483 1301 518 429 800
internal_value=0 -0.00163817 0.00183984 -0.00178577 -0.00681296
internal_weight=0 0.00746108 0.00562667 0.00460188 0.00359051
internal_count=3910 3427 2126 1747 1318
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=9
num_cat=0
split_feature=11 48 42 49 2 15 3 4
split_gain=2.08641e-05 3.76491e-05 3.06305e-05 3.99752e-05 4.20926e-05 4.49358e-05 2.75506e-05 1.47327e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 -0.065249999999999989 0.084235000000000018 -0.008624999999999999 -0.013944999999999997 -0.0048949999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -4
right_child=-2 -3 7 4 5 6 -8 -9
leaf_value=-0.00031719965971041271 -0.00027557262076035596 0.00027640364299643235 -0.00041431817112656279 0.00033652632868892885 -0.00037617800124953136 -9.8288382175665536e-05 0.00036087276048249971 -7.84755952468939e-05
leaf_weight=0.0010342041557087761 0.0010117615101898928 0.0017988406847752368 0.0010081720042719668 0.0018884802997724483 0.0010015780588036771 0.0010008310838320398 0.0010088533513387097 0.0010006295552199671
leaf_count=208 291 434 833 497 611 487 132 417
internal_value=0 2.02613e-05 -3.77488e-05 3.30977e-05 0.000107036 -3.68862e-05 0.000132209 -0.000247027
internal_weight=0 0.00974159 0.00794275 0.00593395 0.00489974 0.00301126 0.00200968 0.0020088
internal_count=3910 3619 3185 1935 1727 1230 619 1250
is_linear=0
shrinkage=0.00196078


Tree=7369
num_leaves=7
num_cat=0
split_feature=42 51 47 1 43 16
split_gain=9.33378e-06 2.3417e-05 2.21603e-05 3.01285e-05 4.19935e-05 2.58428e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 0.10031000000000002 -0.077544999999999989 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0071709321619226087 -0.012174615057662626 0.017211966011043838 -0.0071381867066275494 0.018786805334985612 0.0035385941949642383 -0.016681665173946498
leaf_weight=0.0015422962948934476 0.0011025448603190985 0.0012149072475794889 0.0015084315684970795 0.0014655112441076764 0.0014367750938398933 0.0011285464719383059
leaf_count=1060 521 504 310 578 345 592
internal_value=0 0.00133781 0.00354357 0.00661515 0.00189647 -0.00535678
internal_weight=0 0.00785672 0.00675417 0.00524574 0.00378023 0.00256532
internal_count=3910 2850 2329 2019 1441 937
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=9
num_cat=0
split_feature=4 0 52 2 2 13 49 0
split_gain=5.3507e-05 5.49274e-05 3.78932e-05 2.75247e-05 3.82493e-05 4.93807e-05 5.2912e-05 8.36667e-06
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.11934000000000002 0.099990000000000009 -0.014114999999999997 -0.00064499999999999985 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.0004362170828986185 -0.00032571851716936177 0.00042981726111378655 -0.00029617072434446663 -0.00026064845533405046 0.0003496239046175764 -0.00021283618067057897 0.00045099719729378398 0.00019862369539606653
leaf_weight=0.0010054622022254442 0.0012934462624523066 0.0012099858095742403 0.0014909014983331345 0.0010138070295949838 0.001593644715637995 0.0010770556874909153 0.0010138857071271372 0.0010062980743105977
leaf_count=208 584 252 1382 293 400 132 86 573
internal_value=0 3.8977e-05 -1.67314e-05 3.88106e-05 8.79216e-05 -2.97801e-06 0.000138155 0.000325284
internal_weight=0 0.00969902 0.00848904 0.00719559 0.00618179 0.00458814 0.00309724 0.00202018
internal_count=3910 3702 3450 2866 2573 2173 791 659
is_linear=0
shrinkage=0.00196078


Tree=7371
num_leaves=9
num_cat=0
split_feature=50 133 16 2 52 2 48 4
split_gain=2.99149e-05 3.56652e-05 4.37635e-05 8.30047e-05 4.57266e-05 4.3423e-05 3.69099e-05 8.11413e-06
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.085730000000000015 0.084240000000000023 0.085005000000000011 0.091125000000000025 -0.072054999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -5
right_child=-2 -3 3 7 -6 6 -8 -9
leaf_value=0.00036382076293666192 -0.00031877571004031759 -0.00027425035631576907 -0.000122847651802995 0.00037990253080574202 -0.00041229535251412013 -0.00030282803115189811 0.00018796499708315648 0.00062942454593418974
leaf_weight=0.00120616190571956 0.0010351088439785631 0.0012570033674308831 0.0013590591474942613 0.0010003764258814678 0.0010070177900479973 0.0013719578104927571 0.0010324691347562455 0.0010038423312448217
leaf_count=235 715 622 408 256 664 411 132 467
internal_value=0 3.27387e-05 8.109e-05 0.000251223 -4.28276e-05 6.02194e-05 -9.20798e-05 0.000504879
internal_weight=0 0.00923789 0.00798088 0.00336328 0.00461761 0.00361059 0.00240443 0.00200422
internal_count=3910 3195 2573 1131 1442 778 543 723
is_linear=0
shrinkage=0.00196078


Tree=7372
num_leaves=8
num_cat=0
split_feature=52 13 13 1 2 15 3
split_gain=9.78189e-06 2.26692e-05 3.55977e-05 3.66561e-05 3.17475e-05 1.79088e-05 6.93415e-06
threshold=0.11401500000000002 -0.090744999999999978 -0.017604999999999999 0.11183500000000002 0.090695000000000012 -0.0063699999999999989 -0.0066499999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0046362182841498852 -0.0081492177782233107 -0.017356903941891252 -0.010662873181249229 -0.013897448424035834 0.017161720986996584 0.0076566299637170643 0.016269933162402255
leaf_weight=0.0010489336219411836 0.0012895275747597029 0.0011893524753296917 0.0010512108829518708 0.001126283284229819 0.0016324481021803201 0.0010837972289562902 0.0010015144565774341
leaf_count=312 647 1277 207 212 514 533 208
internal_value=0 0.00122538 -0.00183969 0.00193154 0.00666363 -0.00136332 0.0103186
internal_weight=0 0.00813354 0.00608309 0.00489374 0.00376746 0.00213501 0.00205045
internal_count=3910 3263 2743 1466 1254 740 520
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=8
num_cat=0
split_feature=11 16 2 4 0 16 4
split_gain=2.87707e-05 2.7677e-05 3.43657e-05 4.58155e-05 3.29637e-05 4.8073e-05 2.4371e-05
threshold=1.0000000180025095e-35 -0.41862999999999995 0.106285 -0.23071499999999998 -0.06402999999999999 -0.09601999999999998 -0.076329999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.00024160709524033633 -0.0003228854589060106 -0.00038662001357692556 0.00029680561344816545 0.00035902178357826722 0.00037540574502344137 0.00010931358101369613 -0.00026123475487600188
leaf_weight=0.0012921235691294207 0.001014692304469547 0.001006156712909349 0.0019153566773778994 0.0010150648009025964 0.0010797110729449319 0.0010389817894054586 0.0019883842949796585
leaf_count=380 304 140 581 284 174 832 1215
internal_value=0 2.47651e-05 6.75549e-05 -4.09583e-06 7.10445e-05 -1.02488e-05 -0.000134064
internal_weight=0 0.00933578 0.00804366 0.0061283 0.00512214 0.00404243 0.00302737
internal_count=3910 3606 3226 2645 2505 2331 2047
is_linear=0
shrinkage=0.00196078


Tree=7374
num_leaves=8
num_cat=0
split_feature=1 0 43 15 51 16 0
split_gain=1.00267e-05 2.32757e-05 2.87476e-05 2.07236e-05 2.9372e-05 3.43128e-05 4.61942e-05
threshold=0.076710000000000014 -0.083564999999999987 -1.0000000180025095e-35 0.035895000000000003 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
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=-0.017130799547444769 0.019723562439023519 -0.011087073444635762 0.011548599726150648 -0.010823866561039484 -0.0052633937559741452 -0.013675005447947003 0.019791711638033879
leaf_weight=0.0010125620661918019 0.0010590996931526854 0.0010407293671868263 0.0012173523882969468 0.0010040149857934774 0.0015361055331270801 0.001142371710568506 0.0014125118881483157
leaf_count=1051 270 696 261 532 164 441 495
internal_value=0 -0.00453303 0.00111602 0.00231892 0.00488112 0.00103861 0.00673906
internal_weight=0 0.00327064 0.00225808 0.0061541 0.00515009 0.00409099 0.00294862
internal_count=3910 2008 957 1902 1370 1100 659
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=8
num_cat=0
split_feature=50 133 16 2 52 2 4
split_gain=1.44225e-05 3.37516e-05 3.76663e-05 7.76069e-05 6.8646e-05 3.57725e-05 7.14226e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.085730000000000015 -0.060039999999999989 0.085255000000000011 0.0057500000000000008
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=0.0001945732317822424 -0.00022469494388273331 -0.00027967304420085438 -0.00013853203036699602 0.00010773939365964143 0.00083247499359349203 -0.00052973594480178741 7.7683576036437565e-05
leaf_weight=0.0015442080564103873 0.0010388235607451729 0.0012571023055113406 0.0013573499243275211 0.0010099366246203488 0.001000017897052109 0.0012607111779912123 0.0018167439037820444
leaf_count=532 715 622 408 502 221 496 414
internal_value=0 1.8974e-05 6.59675e-05 0.000223699 0.000468319 -4.89545e-05 -0.000171152
internal_weight=0 0.00924607 0.00798897 0.0033673 0.00200995 0.00462166 0.00307746
internal_count=3910 3195 2573 1131 723 1442 910
is_linear=0
shrinkage=0.00196078


Tree=7376
num_leaves=8
num_cat=0
split_feature=52 52 160 13 13 52 1
split_gain=9.84523e-06 2.06099e-05 2.01268e-05 2.93077e-05 2.65274e-05 2.20804e-05 1.43882e-05
threshold=-0.048794999999999991 -0.092854999999999979 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 0.089525000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6
right_child=2 -3 3 4 5 -7 -8
leaf_value=-0.0032896191766287296 -0.014524011341584429 0.013007462188630615 -0.015053683133968071 0.017799033241788106 0.0019600691486017386 0.011382006441531829 -0.014517203151934983
leaf_weight=0.0016132542948162291 0.0011139493128269609 0.0014951933392422167 0.0010046401824290547 0.0010414901072183284 0.0010385753212869163 0.0010328432520876067 0.0010821274273246501
leaf_count=777 924 413 127 441 621 324 283
internal_value=0 0.00454943 -0.0023256 0.000287715 0.00396172 -0.00060819 -0.00644776
internal_weight=0 0.00310845 0.00631363 0.00519968 0.00419504 0.00315355 0.0021207
internal_count=3910 1190 2720 1796 1669 1228 904
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=9
num_cat=0
split_feature=3 3 15 2 52 2 15 0
split_gain=4.6354e-05 3.7293e-05 0.000114515 3.23847e-05 8.18444e-05 8.59367e-05 8.04801e-05 1.46937e-05
threshold=-0.064349999999999991 -0.10628499999999998 0.085120000000000015 0.106035 -0.069134999999999988 0.086650000000000019 -0.074174999999999977 -0.060094999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -2 -6 -5 -1
right_child=3 2 -4 6 5 -7 -8 -9
leaf_value=-0.00012691322868598769 -0.00019490219877533143 -0.00066489038989237241 0.00015604650772457605 0.00029646318013396066 7.052456756079783e-05 0.00081182227719926096 -0.00039282122527647115 0.00019215484624333088
leaf_weight=0.0010499282536056407 0.0011646829984326462 0.0014799865188557567 0.001169534904199438 0.0012745223197341699 0.0012117379313651567 0.0011933903658036561 0.0013317567891037397 0.001176964066534259
leaf_count=270 253 1310 933 297 229 155 228 235
internal_value=0 -0.000145315 -0.000302518 0.000110423 0.000231743 0.000438346 -5.57474e-05 4.17216e-05
internal_weight=0 0.00487641 0.00264952 0.00617609 0.00356981 0.00240513 0.00260628 0.00222689
internal_count=3910 2748 2243 1162 637 384 525 505
is_linear=0
shrinkage=0.00196078


Tree=7378
num_leaves=6
num_cat=0
split_feature=1 3 16 15 16
split_gain=9.73138e-06 2.35631e-05 1.99841e-05 3.28884e-05 3.63202e-05
threshold=0.076710000000000014 -0.084129999999999996 0.10994000000000002 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.014530306004752523 0.010379743688708705 0.0026813504908846757 -0.009545494718987961 0.018172338574190355 -0.0096597257500637881
leaf_weight=0.0013586348623609342 0.0017507567496694713 0.0019186725128759483 0.0011581833948207283 0.0013793835521303337 0.0018709634344381326
leaf_count=876 456 1132 368 619 459
internal_value=0 -0.00445388 0.00229095 0.0050321 2.7449e-05
internal_weight=0 0.00327731 0.00615929 0.0050011 0.00362172
internal_count=3910 2008 1902 1534 915
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=8
num_cat=0
split_feature=52 2 2 160 13 13 3
split_gain=9.64664e-06 1.99033e-05 4.51636e-05 1.60736e-05 2.48151e-05 2.00898e-05 2.14708e-05
threshold=-0.048794999999999991 0.097940000000000013 0.085355000000000014 -1.0000000180025095e-35 -0.16277999999999995 -0.080649999999999986 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7
right_child=3 -3 -4 4 5 6 -8
leaf_value=0.013837703330627 -0.013212407787340242 0.01568545466156137 -0.015792951805572032 -0.014071863686100361 0.015476025963858954 -0.0080929547219262647 0.0084666112194746838
leaf_weight=0.0010127493139278189 0.0011107782128749639 0.0010539815840627763 0.0010453917298697676 0.0010053785875365475 0.0010397017519400351 0.0017191336594459593 0.0014378428304666752
leaf_count=317 924 496 377 127 441 998 230
internal_value=0 0.00451026 -0.0012126 -0.00229253 3.91549e-05 0.00341967 -0.000550911
internal_weight=0 0.00311212 0.00205814 0.00631284 0.00520206 0.00419668 0.00315698
internal_count=3910 1190 694 2720 1796 1669 1228
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=8
num_cat=0
split_feature=50 160 42 3 52 13 2
split_gain=2.27134e-05 3.94643e-05 3.37215e-05 3.3946e-05 4.88564e-05 9.3449e-05 4.21065e-05
threshold=0.086465000000000014 -0.081519999999999995 -1.0000000180025095e-35 -0.11266 0.090640000000000012 -0.083514999999999992 0.094010000000000024
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=0.00033483529172389782 -0.00028525681276751855 -0.00031233348986727286 0.00030254990528902516 0.00053500282279400602 -0.0003983382808983214 5.832107960154456e-05 -0.00040388319240454662
leaf_weight=0.001313897795201093 0.0010448288217697792 0.001367043129275324 0.0013581147642791691 0.0011384461319624492 0.0011743258092644353 0.0019754135660443361 0.0012293674714530219
leaf_count=564 715 803 256 530 267 430 345
internal_value=0 1.92374e-05 -3.10693e-05 2.48525e-05 -4.35011e-05 5.24401e-05 -0.000118982
internal_weight=0 0.00955661 0.00824271 0.00687567 0.00551755 0.00434323 0.00320478
internal_count=3910 3195 2631 1828 1572 1305 775
is_linear=0
shrinkage=0.00196078


Tree=7381
num_leaves=8
num_cat=0
split_feature=13 39 48 457 0 43 1
split_gain=9.81516e-06 2.71755e-05 3.08529e-05 3.0697e-05 2.37467e-05 2.35166e-05 2.34045e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 0.082870000000000013 -0.053834999999999994 -0.074254999999999988 0.088495000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0086277741275636033 0.010921319575179674 0.014108510416408268 -0.019621994140150735 0.015006727710269431 -0.015675380648378243 0.0043475847521220563 -0.014500696665344618
leaf_weight=0.0011449919164363683 0.001309723689305254 0.0010114573705314669 0.0010081267493173693 0.0010301259535343815 0.0012868104146411211 0.0012649431824355525 0.0013748401857673538
leaf_count=210 988 419 199 210 420 1054 410
internal_value=0 -0.00124988 -0.00338531 -0.000773199 -0.00387754 -3.36199e-05 -0.00546889
internal_weight=0 0.00828603 0.00727457 0.00626644 0.00523632 0.00394951 0.00263978
internal_count=3910 3700 3281 3082 2872 2452 1464
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=8
num_cat=0
split_feature=4 151 16 1 0 4 2
split_gain=9.93194e-06 2.22133e-05 3.06409e-05 3.81615e-05 3.37451e-05 4.50486e-05 2.32402e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 0.086560000000000012 -0.10131499999999999 -0.054534999999999993 0.088585000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.010250655737814387 0.0083046525651250969 -0.00050296316690726952 0.016690657254092047 -0.027804938755215988 0.015030503331171341 -0.021547286551579583 -0.0041546423336984951
leaf_weight=0.0013814555727433607 0.0012371039116612663 0.0010448430820607052 0.0010378974039427394 0.0010038260951983455 0.0010152767597311643 0.0010245696453306239 0.0016699724128756983
leaf_count=562 441 443 181 163 821 764 535
internal_value=0 -0.00130934 -0.00365906 -0.0138806 0.00075162 -0.00370765 0.00309915
internal_weight=0 0.00817784 0.00679639 0.00204867 0.00474772 0.00370982 0.00268525
internal_count=3910 3469 2907 606 2301 2120 1356
is_linear=0
shrinkage=0.1


Tree=7383
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=2.29988e-05 2.8231e-05 3.93753e-05 4.16619e-05 6.45256e-05 5.32162e-05 9.01515e-05 1.96432e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089785000000000018 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00010905951305987006 -0.00028444646620803067 -0.00024817543435552459 -0.00025345407962351255 0.00049122905662649227 -0.0003408170122343073 -0.0001809993865721871 0.0007902520625089973 0.00026231708670862317
leaf_weight=0.001065108339408617 0.0010072728304682211 0.0012309485596470214 0.0012134183725501782 0.0010392441121079505 0.0011924443209771754 0.001187165760681376 0.0010084711415253552 0.0011269313759031995
leaf_count=473 715 622 300 291 700 326 306 177
internal_value=0 2.7868e-05 7.12491e-05 0.000130772 6.36398e-05 0.00017356 0.000305076 8.18658e-05
internal_weight=0 0.00906373 0.00783278 0.00661937 0.00558012 0.00438768 0.00320051 0.00219204
internal_count=3910 3195 2573 2273 1982 1282 956 650
is_linear=0
shrinkage=0.00196078


Tree=7384
num_leaves=8
num_cat=0
split_feature=50 133 16 52 4 16 1
split_gain=2.53089e-05 3.13491e-05 5.1163e-05 7.79122e-05 4.95526e-05 3.73704e-05 3.99183e-05
threshold=0.086465000000000014 0.090085000000000012 -0.010344999999999998 -0.072349999999999984 -0.0031049999999999997 -0.30307999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7
right_child=-2 -3 3 -5 5 6 -8
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leaf_weight=0.0011456095908276291 0.0010154734424456394 0.0012515062461334108 0.0018096208482769899 0.0014362045247368165 0.0015226546900430995 0.0010234276609593349 0.0010154295525828185
leaf_count=806 715 622 634 423 409 186 115
internal_value=0 2.8484e-05 7.38777e-05 0.000263269 -5.67179e-05 5.73823e-05 0.000230956
internal_weight=0 0.00920445 0.00795295 0.00324583 0.00470712 0.00356151 0.00203886
internal_count=3910 3195 2573 1057 1516 710 301
is_linear=0
shrinkage=0.00196078


Tree=7385
num_leaves=8
num_cat=0
split_feature=1 2 16 52 52 16 47
split_gain=9.90005e-06 3.26749e-05 2.92071e-05 3.85506e-05 2.18663e-05 2.95498e-05 8.90704e-06
threshold=0.090355000000000005 0.086545000000000025 -0.090809999999999988 0.092885000000000009 -0.074484999999999982 -0.27337499999999998 0.081905000000000019
decision_type=2 2 2 2 2 2 2
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right_child=4 2 3 -5 5 6 -8
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leaf_weight=0.0012278568345241853 0.0013252595490698656 0.0012204253338408033 0.0012456506544253545 0.001011809153123075 0.0012420598850919114 0.0011486367160311491 0.0010005188763273862
leaf_count=902 438 375 879 335 364 441 176
internal_value=0 -0.00329292 0.00165827 -0.00507975 0.00319003 0.00744652 0.0145429
internal_weight=0 0.00470574 0.00347789 0.00225746 0.00471648 0.00339122 0.00214916
internal_count=3910 2491 1589 1214 1419 981 617
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=9
num_cat=0
split_feature=15 42 15 2 160 48 4 1
split_gain=1.00329e-05 2.55309e-05 3.40608e-05 3.17816e-05 2.8106e-05 3.05579e-05 1.90444e-05 1.3071e-05
threshold=0.088615000000000013 0.084100000000000022 -0.052074999999999989 0.085805000000000006 0.084835000000000008 0.084500000000000006 -0.065999999999999989 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.022741927776661962 -0.0084986582582662236 0.0041088092037821341 -0.021463465610480098 -0.0079717172263180942 0.013705347607001339 -0.019507594347672311 0.011452966170335366 0.0066997971100187072
leaf_weight=0.0010129220282050599 0.001221068378920785 0.0010703968796684344 0.001014520092644309 0.0010140003268612507 0.001024952014448805 0.0010244499942937109 0.0010049625355926077 0.0010187324825993926
leaf_count=419 875 704 508 289 207 270 411 227
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internal_weight=0 0.00818494 0.00208492 0.00610002 0.00406836 0.00304341 0.00201896 0.00203165
internal_count=3910 3035 1212 1823 1177 970 700 646
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=7
num_cat=0
split_feature=50 133 16 2 150 2
split_gain=2.08663e-05 3.08344e-05 4.70799e-05 8.07228e-05 3.69109e-05 3.33531e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.085730000000000015 0.083205000000000015 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=6.6558050114377609e-05 -0.00027291267659034152 -0.00026191788362817006 -0.00012372646804530998 0.00049867183419183498 0.00023842708681985091 -0.00032906775069913464
leaf_weight=0.0014013179340576672 0.0010131563680631011 0.0012537735120785902 0.0013467239108814807 0.0019776626474203923 0.0011778558726926692 0.0019724413138041894
leaf_count=482 715 622 408 723 224 736
internal_value=0 2.36839e-05 6.91486e-05 0.000246535 -6.04104e-05 -0.000164741
internal_weight=0 0.00912978 0.007876 0.00332439 0.00455162 0.00337376
internal_count=3910 3195 2573 1131 1442 1218
is_linear=0
shrinkage=0.00196078


Tree=7388
num_leaves=8
num_cat=0
split_feature=2 160 133 16 1 16 4
split_gain=1.05486e-05 3.8333e-05 5.90331e-05 5.31297e-05 2.77226e-05 2.18339e-05 1.76388e-05
threshold=0.086650000000000019 0.084835000000000008 1.0000000180025095e-35 0.05259500000000001 0.090355000000000005 -0.095109999999999986 0.053925000000000008
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 6 -7 -8
leaf_value=-0.016145061144950373 0.0038296646634382921 0.017398772066874714 -0.023262322783774471 0.022692153374879856 0.012101271549694551 -0.01510250410424936 -0.0059904563845029511
leaf_weight=0.0012758398624042608 0.0015158129073519118 0.001339195394963166 0.0010044549232093706 0.0010819499478934066 0.0010088381481007267 0.0010184395099396587 0.0011568832184869439
leaf_count=915 359 343 766 358 456 461 252
internal_value=0 0.00250178 -0.00181578 0.00414132 -0.00445163 -0.0037786 0.00243705
internal_weight=0 0.00595985 0.00462066 0.0036162 0.00344156 0.00253425 0.00216572
internal_count=3910 2287 1944 1178 1623 820 708
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=7
num_cat=0
split_feature=49 2 52 13 15 12
split_gain=9.52374e-06 2.08306e-05 2.34874e-05 3.36397e-05 6.44898e-05 4.55003e-05
threshold=0.10406000000000001 0.11260500000000001 0.090640000000000012 0.0024700000000000004 -0.076594999999999983 0.088325000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.011145691800446949 0.0091800559749831926 0.0095048418885483876 -0.014365568211804378 -0.016176423747165946 0.001585939249189163 0.028569427109327618
leaf_weight=0.0017427289089729731 0.0010009027219807188 0.0015074072340900595 0.0015375053510017804 0.0010714954109239724 0.0013722296364108628 0.0011474631724958492
leaf_count=612 384 501 720 411 821 461
internal_value=0 -0.0011407 -0.00347605 -0.000337134 0.00364458 0.0138742
internal_weight=0 0.00837883 0.00687142 0.00533392 0.00426242 0.00251969
internal_count=3910 3526 3025 2305 1894 1282
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=8
num_cat=0
split_feature=4 0 52 15 15 150 1
split_gain=3.47421e-05 6.69658e-05 4.9803e-05 3.02306e-05 9.74026e-05 5.31253e-05 5.42531e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.088615000000000013 -0.0063699999999999989 0.082965000000000025 0.10752500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00034369459145303533 -0.00037900049315206118 0.00047705791134837044 -0.00048638373281163208 -0.00026819935411390459 0.00051042503375167713 0.00026959897664872469 3.3442233408000192e-05
leaf_weight=0.0010118834605906792 0.0012801687001997479 0.0011737477552514588 0.0013734747474292127 0.0010383833762445619 0.0015928768171460175 0.0013615885377163896 0.0017624154354786144
leaf_count=208 584 252 714 757 696 369 330
internal_value=0 3.83294e-05 -2.291e-05 4.10362e-05 9.37598e-05 -5.3811e-05 -0.000194234
internal_weight=0 0.00958266 0.00840891 0.00712874 0.00609036 0.00449748 0.00313589
internal_count=3910 3702 3450 2866 2109 1413 1044
is_linear=0
shrinkage=0.00196078


Tree=7391
num_leaves=8
num_cat=0
split_feature=50 156 42 160 4 13 15
split_gain=3.02078e-05 2.52729e-05 3.03741e-05 3.7793e-05 5.10996e-05 7.10612e-05 1.75625e-05
threshold=0.086465000000000014 0.083820000000000019 -1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 -0.077944999999999987 -0.10312999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.00019182357134617822 -0.00032582123619900058 -0.00025635169063251156 8.6763386707577821e-06 -0.00017289562963895521 -0.0001651149819187335 0.00068184722270468918 0.00014815452094041058
leaf_weight=0.0014095776477242644 0.0010044156040216754 0.001031931305764156 0.0010272391262261978 0.0013126523263481162 0.0011722214279285127 0.0014594688891380809 0.001665732157614854
leaf_count=799 715 525 509 273 286 402 401
internal_value=0 3.25375e-05 6.95846e-05 0.0001251 0.000198563 0.000403766 1.8758e-05
internal_weight=0 0.00907882 0.00804689 0.00663731 0.00532466 0.00248671 0.00283795
internal_count=3910 3195 2670 1871 1598 911 687
is_linear=0
shrinkage=0.00196078


Tree=7392
num_leaves=7
num_cat=0
split_feature=43 16 133 42 2 2
split_gain=1.0352e-05 2.35491e-05 3.58476e-05 2.72876e-05 2.73115e-05 6.64709e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0081232874777236053 -0.0052545484651290598 -0.012397861829386986 0.017807593043620815 -0.016104918995394065 -0.010540811179585562 0.025207363467548417
leaf_weight=0.0013344378041478767 0.0018121210558519577 0.0015648732753384487 0.0010903726554528977 0.0011025906131825929 0.0013060183591808421 0.0011846216433591308
leaf_count=275 670 563 1053 777 280 292
internal_value=0 -0.00138557 0.00126739 -0.00206912 0.00152758 0.00678714
internal_weight=0 0.0080606 0.00649572 0.00540535 0.00430276 0.00299674
internal_count=3910 3635 3072 2019 1242 962
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=8
num_cat=0
split_feature=1 4 15 48 0 47 16
split_gain=3.0679e-05 7.33949e-05 3.04245e-05 2.90382e-05 6.20542e-05 4.88569e-05 5.55453e-05
threshold=0.085835000000000009 -0.15333499999999997 0.083935000000000023 0.087945000000000009 -0.18901999999999997 0.09252500000000001 -0.022939999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.00018629467127382569 0.00055446067633382618 -0.0005272015913328652 -0.00010876835091507052 -0.00044518690378150632 0.0002298961683097867 -0.00012532755777164975 1.5393129566931657e-05
leaf_weight=0.001781311083178392 0.0016962165612625104 0.0013985286310153075 0.0012791282850253859 0.0010253455283762147 0.0010695861108808184 0.0013774662696947756 0.00129667227770177
leaf_count=166 680 1143 891 76 274 182 498
internal_value=0 -0.000122133 -0.000327314 8.92821e-05 -0.000100517 0.000180262 0.000320909
internal_weight=0 0.00445897 0.00267766 0.00646529 0.00209493 0.00437036 0.00299289
internal_count=3910 2200 2034 1710 350 1360 1178
is_linear=0
shrinkage=0.00196078


Tree=7394
num_leaves=8
num_cat=0
split_feature=13 39 48 3 16 0 3
split_gain=1.09895e-05 2.89191e-05 2.56345e-05 2.99606e-05 3.97314e-05 3.94486e-05 3.11461e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 -0.10628499999999998 -0.19424999999999998 -0.15291499999999997 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.0091513945906206706 0.010948157155653745 0.014556722205645786 -0.018274820613975101 -0.022552874305165831 0.016184871420562418 0.0023426812997940664 -0.01978863788643126
leaf_weight=0.0011452118407774331 0.0015479493600890019 0.001009365987453127 0.0010117564514984089 0.001020215502579924 0.00104529381938401 0.0015413734259484069 0.0010824837805938662
leaf_count=210 441 419 199 207 106 1811 517
internal_value=0 -0.00130172 -0.00350986 -0.00111484 -0.0050968 -0.000243104 -0.00678769
internal_weight=0 0.00825844 0.00724907 0.00623732 0.00468937 0.00366915 0.00262386
internal_count=3910 3700 3281 3082 2641 2434 2328
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=9
num_cat=0
split_feature=50 15 16 0 42 48 43 2
split_gain=3.50483e-05 4.07267e-05 5.08301e-05 3.91882e-05 5.99121e-05 4.4929e-05 4.00739e-05 5.29591e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 -1.0000000180025095e-35 0.084905000000000022 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6 -8
right_child=-2 2 3 4 6 -7 7 -9
leaf_value=0.00040340976270295827 -0.00033865208395444929 -0.00037696121421691595 0.00052362910699510284 -0.00043859184346970288 0.00038784013482772128 -1.6158088720605552e-05 -0.00030374843960470112 0.00025836895218224893
leaf_weight=0.0010253273605247146 0.0010787009475003032 0.0012410778558395079 0.0012100354369544786 0.0011532207759554049 0.0010959209691556141 0.0011623035875695745 0.0014780389920970845 0.0011424748660198959
leaf_count=413 715 284 170 690 354 132 829 323
internal_value=0 3.42955e-05 -1.03184e-05 5.2514e-05 -4.81601e-05 0.000259166 7.2992e-05 -5.86801e-05
internal_weight=0 0.0095084 0.00848307 0.00724199 0.00486966 0.00237234 0.00371643 0.00262051
internal_count=3910 3195 2782 2498 2196 302 1506 1152
is_linear=0
shrinkage=0.00196078


Tree=7396
num_leaves=7
num_cat=0
split_feature=47 51 0 2 13 16
split_gain=1.0529e-05 2.07776e-05 3.04702e-05 4.00283e-05 2.4474e-05 2.15012e-05
threshold=0.09550500000000002 0.08955500000000001 -0.11287999999999999 0.086875000000000022 -0.0101 -0.096824999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00015760738454254352 0.0067920440423407643 -0.014984783556691653 -0.016630070059981069 0.010584091814029167 -0.0087100714048614306 0.019864723121224215
leaf_weight=0.0010407882728865792 0.0018240833873835261 0.0010151113481442001 0.0016600604037134235 0.0016775270429583082 0.0010811449507149083 0.0011065504231844345
leaf_count=257 389 413 1243 871 545 192
internal_value=0 -0.00167027 0.000388149 -0.00436068 0.00302256 0.0101601
internal_weight=0 0.00758118 0.00656607 0.00441873 0.00275867 0.00214734
internal_count=3910 3521 3108 2659 1416 449
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=8
num_cat=0
split_feature=160 133 42 15 2 2 4
split_gain=1.01429e-05 3.31291e-05 3.54854e-05 4.74681e-05 4.71866e-05 4.45521e-05 1.84202e-05
threshold=0.087825000000000014 0.087550000000000017 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.088820000000000024 0.05309500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0056728724948075576 -0.0079405916105457497 -0.014527831099931131 0.020964016509848166 -0.016122957029161354 -0.0094146530114835696 0.029353853214105576 0.013118530295689546
leaf_weight=0.0010035410741049411 0.001381154311626929 0.0011303113995333822 0.0010399553573553462 0.0012775449829728735 0.0014236918810705368 0.0010487096051425755 0.0010863178697919874
leaf_count=522 427 861 326 835 374 394 171
internal_value=0 0.00133843 0.00394518 0.000914454 0.00568535 0.0125349 0.00409498
internal_weight=0 0.00801007 0.00687976 0.00583981 0.00456226 0.00313857 0.00208986
internal_count=3910 3483 2622 2296 1461 1087 693
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 4
split_gain=9.48564e-06 1.77113e-05 2.0256e-05 3.97149e-05 4.06746e-05 3.14919e-05
threshold=0.27608500000000008 0.092145000000000019 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 -0.082054999999999975
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0095548366820773691 0.0081336379516763705 -0.012144866049673304 0.011300469047626032 -0.018616830909585418 0.017631694306519407 -0.011555922319939788
leaf_weight=0.0011128220919005461 0.001237639760848488 0.0012634421096559571 0.0014360199487134222 0.0011430881561101704 0.0012398584946956845 0.0019359007279404704
leaf_count=594 441 700 288 213 267 1407
internal_value=0 -0.00126364 0.000738173 -0.00205428 0.00236034 -0.00385023
internal_weight=0 0.00813113 0.00686769 0.00543167 0.00428858 0.00304872
internal_count=3910 3469 2769 2481 2268 2001
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=8
num_cat=0
split_feature=13 39 48 1 48 2 4
split_gain=3.04034e-05 3.67399e-05 6.45881e-05 5.99046e-05 3.68247e-05 4.22875e-05 3.14562e-05
threshold=-0.23438999999999996 0.005105000000000001 0.11028500000000001 0.11198000000000001 0.083775000000000002 0.095195000000000016 -0.082054999999999975
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00028308089727382735 0.00018519092136071096 0.00028656752156144052 -0.00055172378414083522 0.00039640402495348914 0.00016926038044666404 -0.00049003165400510499 -0.00021766739568896979
leaf_weight=0.0012766105671988782 0.0011900186022018671 0.0011593097366617124 0.0010052918246443599 0.0011155988229882294 0.001478925778648315 0.0012719441234263196 0.0019934850998865206
leaf_count=210 617 419 144 230 344 647 1299
internal_value=0 -3.97957e-05 -8.67657e-05 -2.0465e-05 -9.88319e-05 -0.000187822 -6.70758e-05
internal_weight=0 0.00921457 0.00805526 0.00704997 0.00593437 0.00445545 0.0031835
internal_count=3910 3700 3281 3137 2907 2563 1916
is_linear=0
shrinkage=0.00196078


Tree=7400
num_leaves=8
num_cat=0
split_feature=11 0 16 42 16 160 0
split_gain=2.10087e-05 3.1017e-05 3.01037e-05 3.22201e-05 2.71003e-05 4.52707e-05 5.20259e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -0.30307999999999996 -1.0000000180025095e-35 -0.09601999999999998 1.0000000180025095e-35 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0013842330982087297 0.001021590803818982 0.0018491595436829879 0.0011693206379394146 0.0010124573554699491 0.0014773286025287632 0.0010750418671175042 0.0013303808576107651
leaf_count=380 304 324 924 228 634 365 751
internal_value=0 2.50866e-05 -3.13398e-05 2.82132e-05 9.80648e-05 2.3566e-05 0.000154576
internal_weight=0 0.00929792 0.00744876 0.00606453 0.00489521 0.00388275 0.00280771
internal_count=3910 3606 3282 2902 1978 1750 1385
is_linear=0
shrinkage=0.00196078


Tree=7401
num_leaves=7
num_cat=0
split_feature=1 16 13 42 16 0
split_gain=9.86044e-06 2.74199e-05 2.09658e-05 4.37423e-05 3.28829e-05 5.32772e-05
threshold=0.10752500000000002 -0.063614999999999991 -0.032264999999999995 0.084100000000000022 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2
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leaf_count=352 426 333 246 1384 472 697
internal_value=0 0.00473601 -0.00222964 -0.00933943 0.00236611 -0.00378875
internal_weight=0 0.00297422 0.00641651 0.00251921 0.0038973 0.00268968
internal_count=3910 759 3151 1736 1415 943
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=7
num_cat=0
split_feature=1 0 12 150 1 3
split_gain=8.70811e-06 2.6052e-05 3.31585e-05 2.02622e-05 2.75738e-05 3.57412e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 0.10752500000000002 0.11265500000000002
decision_type=2 2 2 2 2 2
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leaf_value=-0.016109889072077888 -0.010488840375445568 -0.011409612815678942 0.011188830088712439 0.013395686972430085 0.016311518873916044 -0.0079554777768335357
leaf_weight=0.0011717168263506729 0.0017426960543287084 0.0011129084795986977 0.0015586053086909493 0.0013077678082773336 0.001418159874255505 0.001061003311224356
leaf_count=747 760 784 678 348 405 188
internal_value=0 -0.00367792 0.00177469 0.00251936 -0.000849698 0.00592601
internal_weight=0 0.00384323 0.00267151 0.00552963 0.00422186 0.00247916
internal_count=3910 2209 1462 1701 1353 593
is_linear=0
shrinkage=0.1


Tree=7403
num_leaves=7
num_cat=0
split_feature=40 133 43 43 13 2
split_gain=9.04014e-06 2.69875e-05 2.52895e-05 4.63884e-05 3.02148e-05 3.44467e-05
threshold=-0.064864999999999992 -0.085714999999999986 -0.17307499999999998 -0.079374999999999987 -0.070604999999999987 0.091250000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.008913924293348854 0.01616459249916016 0.013299637345881085 -0.022709460764354306 0.012282621444833294 0.0050181380244331709 -0.01428651910659233
leaf_weight=0.0010183689192292547 0.0010367478094267923 0.0010480264397523314 0.0010454278925198391 0.0015118572498795807 0.0018752920965238861 0.0018227449242186262
leaf_count=355 567 204 860 766 595 563
internal_value=0 0.00106656 -0.00107668 -0.00348531 0.000372246 -0.00449704
internal_weight=0 0.0083401 0.00730335 0.00625532 0.00520989 0.00369804
internal_count=3910 3555 2988 2784 1924 1158
is_linear=0
shrinkage=0.1


Tree=7404
num_leaves=8
num_cat=0
split_feature=11 0 42 16 52 4 2
split_gain=3.15546e-05 2.77134e-05 3.84113e-05 3.53263e-05 2.85736e-05 3.64382e-05 4.35198e-05
threshold=0.076265000000000013 -0.017269999999999997 -1.0000000180025095e-35 -0.30307999999999996 0.06136500000000001 -0.0031049999999999997 0.086545000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00033469895962522984 -0.0003367467753274971 0.00024485821880734646 -0.0002472017567553267 -0.00023026400328506695 0.0004029739506105279 -9.8037524910087696e-05 0.00041383578953597863
leaf_weight=0.001270382957591085 0.0010051833460776394 0.0018349961040098513 0.0013051553024603672 0.0012951685943905383 0.0010474514108301867 0.0012049632425692053 0.0013586003511035711
leaf_count=977 291 325 331 909 619 176 282
internal_value=0 2.89214e-05 -2.40402e-05 3.94978e-05 0.000115766 3.78039e-05 0.000173238
internal_weight=0 0.00931672 0.00748172 0.00621134 0.00490618 0.00385873 0.00256356
internal_count=3910 3619 3294 2317 1986 1367 458
is_linear=0
shrinkage=0.00196078


Tree=7405
num_leaves=8
num_cat=0
split_feature=42 51 49 42 16 52 16
split_gain=9.56904e-06 2.38366e-05 2.57116e-05 4.13135e-05 3.65858e-05 2.87026e-05 2.06182e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.088915000000000008 -0.19424999999999998 -0.023079999999999996 -0.013279999999999998
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=-0.0072200597706269937 -0.012347652794741747 0.018165844304905022 -0.0098865031506805631 -0.01478742482491636 -0.0022027572028789021 0.026655938327941053 0.0071428290742214552
leaf_weight=0.0015430543458013141 0.0010863778621526569 0.0010288421934656613 0.0011356681207614159 0.0012854471911974471 0.0011031052997138883 0.0011664108266406159 0.0010107165203359948
leaf_count=1060 521 223 274 908 398 364 162
internal_value=0 0.00139711 0.00361577 0.000990123 0.00558289 0.0109386 0.0175971
internal_weight=0 0.00781657 0.00673019 0.00570135 0.0044159 0.00328023 0.00217713
internal_count=3910 2850 2329 2106 1198 924 526
is_linear=0
shrinkage=0.1


Tree=7406
num_leaves=7
num_cat=0
split_feature=4 151 16 0 16 1
split_gain=9.77858e-06 1.8417e-05 2.08995e-05 2.86912e-05 2.457e-05 4.45386e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 -0.11524 -0.055679999999999993 0.081005000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00930088959017813 0.0082563188384220648 -0.023583542380471573 0.010777281260988245 0.00016904176054889153 0.005633221692030746 -0.018165342618304905
leaf_weight=0.001366398068151988 0.0012383052614859018 0.0010337809275774961 0.001503162245168368 0.001000917050288917 0.0018071508232151358 0.0013922066337191618
leaf_count=562 441 178 954 428 750 597
internal_value=0 -0.00128487 -0.00343181 -0.0118991 0.000231827 -0.00472277
internal_weight=0 0.00810362 0.00673722 0.0020347 0.00470252 0.00319936
internal_count=3910 3469 2907 606 2301 1347
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=8
num_cat=0
split_feature=49 47 15 1 16 16 13
split_gain=9.23828e-06 2.16784e-05 4.60164e-05 4.43988e-05 2.35921e-05 3.54522e-05 3.34616e-05
threshold=0.10251500000000001 0.09252500000000001 -0.033649999999999992 0.093935000000000018 0.15737500000000001 -0.008734999999999998 -0.0101
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.00096740118275227295 0.0090342083987245657 -0.011785937128861473 0.0050962970419101226 0.027280096032407598 -0.01570299029871881 0.015446859259344903 -0.019600164630076029
leaf_weight=0.0011165817797887498 0.0010056237345233464 0.0015489088141607986 0.0011181672474515692 0.0011091671525800153 0.0013197535528048491 0.0010326551284097216 0.0010771084902167231
leaf_count=591 408 303 921 503 256 469 459
internal_value=0 -0.00111304 0.00132757 0.0131093 -0.0044387 0.000166759 -0.00702098
internal_weight=0 0.00832234 0.00677343 0.00222575 0.00454768 0.00322793 0.00219528
internal_count=3910 3502 3199 1094 2105 1849 1380
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=7
num_cat=0
split_feature=51 457 42 4 4 2
split_gain=9.66928e-06 2.61879e-05 2.99253e-05 2.51576e-05 3.17942e-05 2.87719e-05
threshold=0.08955500000000001 0.082870000000000013 -0.082904999999999993 0.27020000000000005 -1.0000000180025095e-35 0.088485000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.013588992160876735 -0.0084283472208314583 0.015901526882388727 -0.013215980135441799 0.0099260156571966806 -0.017152052241434994 0.0072254998751496245
leaf_weight=0.00117528611088336 0.0011915975193740385 0.0010565525169236398 0.0011051099106827572 0.0010769185683159165 0.0018754082605635554 0.0018267773830776635
leaf_count=486 487 276 1037 369 582 673
internal_value=0 0.00121838 -0.000979158 -0.00388893 -0.00698373 -0.000479463
internal_weight=0 0.00811605 0.0070595 0.00588421 0.0048073 0.00293189
internal_count=3910 3423 3147 2661 2292 1710
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=8
num_cat=0
split_feature=11 48 42 16 16 2 1
split_gain=2.87629e-05 4.13682e-05 3.33838e-05 3.72658e-05 0.000100767 5.51064e-05 2.01986e-05
threshold=1.0000000180025095e-35 0.095285000000000009 0.086325000000000013 0.15737500000000001 -0.008069999999999999 0.093070000000000014 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-3.3270802644623127e-05 -0.00031787543081860227 0.00034980607701528638 -0.00024351928165877525 -0.00024332753558583786 0.0006679878590366749 -0.00040282980600958373 0.00031434079997654321
leaf_weight=0.0013617158430859859 0.001014884524400384 0.0013305918450395851 0.0019918205086598435 0.0013049727358329837 0.0010447620760714029 0.0010457804890334102 0.0012170976476952541
leaf_count=768 304 360 1267 235 364 373 239
internal_value=0 2.97697e-05 -2.36862e-05 4.96054e-05 0.000131473 -2.31732e-05 0.000130788
internal_weight=0 0.00929674 0.00796615 0.00597433 0.00466936 0.00362459 0.00257881
internal_count=3910 3606 3246 1979 1744 1380 1007
is_linear=0
shrinkage=0.00196078


Tree=7410
num_leaves=8
num_cat=0
split_feature=1 12 43 12 3 1 4
split_gain=9.3586e-06 2.45883e-05 2.28473e-05 3.86097e-05 2.90389e-05 2.72098e-05 1.83719e-05
threshold=0.12864500000000004 0.10129000000000001 -0.083094999999999988 0.089995000000000006 -0.078669999999999976 0.10305000000000002 0.0051950000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.011192834761441202 0.0086608601207020051 -0.01556698525288352 0.016321018323362604 -0.019853695953967979 -0.017526875444498307 0.0092255544357400486 0.00075908992205948596
leaf_weight=0.0016590163755171132 0.0010959168964120086 0.0010374979915881866 0.0010515937438729055 0.0010108658872557434 0.0012185515284216554 0.0012373142195828165 0.0010006065805724124
leaf_count=811 331 438 922 754 262 234 158
internal_value=0 -0.00117716 0.000902739 -0.00219051 0.00177019 -0.00265674 -0.00928183
internal_weight=0 0.00821545 0.00717795 0.00551893 0.00450807 0.00345647 0.00221916
internal_count=3910 3579 3141 2330 1576 654 420
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=8
num_cat=0
split_feature=11 48 42 133 49 16 0
split_gain=2.51192e-05 3.75152e-05 3.3556e-05 3.29757e-05 3.53732e-05 5.86602e-05 1.77913e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.006494999999999999 -0.057604999999999996 -0.087614999999999985
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=-0.00033767412704415459 -0.00029195643089309308 0.00029090672511827213 -0.00025023204973993355 0.00033004358780522742 -0.00023920979246413326 0.00046245357525788146 9.7863376969265314e-05
leaf_weight=0.0010891306466853596 0.001017312884759502 0.0017570433989111288 0.0019331944168665093 0.001250668784203296 0.0014208026505450585 0.0010213508002203354 0.0010371055265626916
leaf_count=223 291 434 1250 598 708 116 290
internal_value=0 3.22153e-05 -2.6417e-05 4.79383e-05 -2.92924e-05 6.72419e-05 0.000278763
internal_weight=0 0.0095093 0.00775225 0.00581906 0.00456839 0.00347926 0.00205846
internal_count=3910 3619 3185 1935 1337 1114 406
is_linear=0
shrinkage=0.00196078


Tree=7412
num_leaves=9
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split_feature=50 133 160 42 15 2 2 1
split_gain=2.1683e-05 3.02842e-05 4.89759e-05 3.96567e-05 4.9164e-05 4.89252e-05 6.68425e-05 1.17171e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.088820000000000024 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-4.7133830263471863e-05 -0.0002800546355853308 -0.00026133721193256877 -0.00029768258881508178 0.00048647728517226837 -0.00028581246265619117 -0.00017031241550947323 0.00069318328572162149 0.00024494311175476578
leaf_weight=0.0011184738790701633 0.0010082858459401723 0.0012418959819761027 0.001191338492695742 0.0010361304501815506 0.0011843130870308281 0.0012157785412135564 0.0010635949698520547 0.0010003666047642185
leaf_count=385 715 622 300 291 700 326 341 230
internal_value=0 2.30766e-05 6.83023e-05 0.000134178 6.8791e-05 0.000164276 0.000292097 9.07642e-05
internal_weight=0 0.00905189 0.00781 0.00661866 0.00558253 0.00439821 0.00318244 0.00211884
internal_count=3910 3195 2573 2273 1982 1282 956 615
is_linear=0
shrinkage=0.00196078


Tree=7413
num_leaves=7
num_cat=0
split_feature=42 51 49 42 51 16
split_gain=9.95379e-06 1.77833e-05 2.1121e-05 3.5885e-05 3.03814e-05 3.0657e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.084100000000000022 0.087505000000000013 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=-0.0073593790939313107 -0.01040732913706504 0.016590930686470693 6.9735209987547054e-05 -0.010768092150518813 -0.0085158727402137226 0.020850175854403061
leaf_weight=0.0015434776779969959 0.0010910971291509869 0.0010223345763446497 0.0012781692705031641 0.0017837581773114761 0.0010145600163313901 0.0015969140608520448
leaf_count=1060 521 223 291 1387 160 268
internal_value=0 0.00143108 0.0033602 0.000976052 0.00636182 0.0116119
internal_weight=0 0.00778683 0.00669574 0.0056734 0.00388964 0.00287508
internal_count=3910 2850 2329 2106 719 559
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=7
num_cat=0
split_feature=47 51 0 12 2 16
split_gain=9.52064e-06 1.84054e-05 3.38464e-05 3.64267e-05 2.42842e-05 1.55922e-05
threshold=0.09550500000000002 0.08955500000000001 -0.11287999999999999 0.088285000000000016 0.092340000000000019 -0.096824999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0018388600185544786 0.0065115411712970382 -0.014197636121982098 -0.014887167459977875 -0.0076872877208143849 0.012376035965660859 0.018969217275767458
leaf_weight=0.0010265811428767466 0.0018003895630363947 0.0010026027394203956 0.0019420987544859145 0.001085726463913623 0.0013576457321850127 0.0011014163964744468
leaf_count=257 389 413 1351 723 585 192
internal_value=0 -0.00158463 0.000356857 -0.00466458 0.00346078 0.0107053
internal_weight=0 0.00751607 0.00651347 0.00438547 0.00244337 0.002128
internal_count=3910 3521 3108 2659 1308 449
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=8
num_cat=0
split_feature=11 48 2 4 42 1 3
split_gain=2.57258e-05 2.62343e-05 3.33114e-05 4.48768e-05 7.54533e-05 5.69593e-05 8.3464e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 -0.08422499999999998 -0.088669999999999985 0.092550000000000007 -1.0000000180025095e-35
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=-0.00037315807243039567 -0.00030695908914827555 0.00024131773731620864 0.00027486380217206383 0.00048831492759778689 -0.00026204518629776994 -0.00042896056460661552 0.00046207965418272492
leaf_weight=0.0015517482560141104 0.0010112241860213865 0.0017160558184693671 0.0011866000130518568 0.0010053692982762729 0.0013550394195278768 0.0014095369891891202 0.0011159782884775221
leaf_count=529 304 433 448 218 1356 532 90
internal_value=0 2.22809e-05 -2.70194e-05 -8.2663e-05 9.59703e-06 -0.000114429 6.49891e-05
internal_weight=0 0.00934033 0.00762427 0.00643767 0.00488592 0.00388055 0.00247102
internal_count=3910 3606 3173 2725 2196 1978 1446
is_linear=0
shrinkage=0.00196078


Tree=7416
num_leaves=8
num_cat=0
split_feature=1 15 0 13 52 3 0
split_gain=8.64915e-06 2.7322e-05 2.84668e-05 1.73478e-05 5.07119e-05 2.42658e-05 1.77456e-05
threshold=0.076710000000000014 0.083935000000000023 0.13167000000000004 -0.0010249999999999997 -0.074484999999999982 -0.075954999999999981 -0.10575999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -6
right_child=3 -3 -4 4 6 -7 -8
leaf_value=-0.023052610826423237 -0.0013043247449661983 0.0081575610275525842 0.00029609621744582695 -0.019675480170393864 0.012128105422671991 0.01955456687996979 -0.0043724741831711366
leaf_weight=0.0010125828424733347 0.0011059429951375791 0.0011538299781481518 0.0010781627136131583 0.0011297089027654176 0.0016311555452669232 0.0011250823531189823 0.0010855102896268594
leaf_count=1079 564 866 63 291 205 583 259
internal_value=0 -0.004195 -0.0110121 0.00219944 -0.00186958 0.00921459 0.0055349
internal_weight=0 0.00324458 0.00209075 0.0060774 0.00384637 0.00223103 0.00271667
internal_count=3910 2008 1142 1902 755 1147 464
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=8
num_cat=0
split_feature=52 43 160 47 15 1 16
split_gain=8.92169e-06 1.82436e-05 1.65388e-05 2.05377e-05 4.45155e-05 3.74878e-05 2.23014e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.043720000000000009 0.09550500000000002 -0.10192499999999999 0.090040000000000023 -0.083144999999999983
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=0.014329129144241743 -0.019834918569666411 -0.0039115363759542011 -0.012997453734404219 0.011996980271010864 0.006532973313869395 0.019223375119567565 -0.011870390495084449
leaf_weight=0.0011388270983768952 0.001142809522656588 0.001057440023881651 0.0011034738919625826 0.0012046024977198219 0.0012132674695541244 0.0010049783550121578 0.0014399985632025034
leaf_count=513 381 458 277 255 621 456 949
internal_value=0 0.00554677 -0.00174512 0.000322368 -0.00260684 0.00277509 -0.00345503
internal_weight=0 0.00219627 0.00710913 0.00600566 0.00480105 0.00365824 0.00265327
internal_count=3910 971 2939 2662 2407 2026 1570
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=7
num_cat=0
split_feature=42 51 47 4 0 16
split_gain=8.32518e-06 1.7733e-05 2.2632e-05 2.63199e-05 2.77152e-05 4.04049e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 -0.34687499999999999 -0.15517999999999996 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0067463486749633778 -0.010545287039709214 -0.0075209288646713099 -0.0076255053312992141 -0.0010994132031593451 0.028621742794626617 0.0039244668538946084
leaf_weight=0.001536519208949534 0.0010849608756530954 0.0010804156012410105 0.001488906313029361 0.0014483862709946879 0.0013068691567263457 0.0013433307976107132
leaf_count=1060 521 130 310 203 629 1057
internal_value=0 0.00131096 0.00324014 0.0063639 0.010024 0.0161032
internal_weight=0 0.00775287 0.00666791 0.005179 0.00409859 0.0026502
internal_count=3910 2850 2329 2019 1889 1686
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=8
num_cat=0
split_feature=50 156 133 16 2 2 4
split_gain=1.76065e-05 2.7967e-05 3.1881e-05 5.77032e-05 4.55145e-05 3.40776e-05 5.08819e-05
threshold=0.086465000000000014 0.083820000000000019 0.090085000000000012 -0.014099999999999998 0.086875000000000022 0.085255000000000011 0.0057500000000000008
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=0.00021669556836498153 -0.00024753217700904535 -0.00027934042180613591 -0.00023238932677828567 3.0618293363571537e-05 0.00056647716158598463 -0.00047968346404300954 6.0536838911551084e-05
leaf_weight=0.0014955520252580927 0.0010148588940656596 0.0010303580907729945 0.0011904495223490604 0.0010216229670767551 0.0015103416807847241 0.0010964784860786087 0.001724676685807043
leaf_count=510 715 525 551 346 398 467 398
internal_value=0 2.47985e-05 6.37794e-05 0.00011526 0.000350263 -2.25812e-05 -0.000149427
internal_weight=0 0.00906948 0.00803912 0.00684867 0.00253196 0.00431671 0.00282116
internal_count=3910 3195 2670 2119 744 1375 865
is_linear=0
shrinkage=0.00196078


Tree=7420
num_leaves=8
num_cat=0
split_feature=11 3 3 43 16 16 2
split_gain=3.05816e-05 3.93511e-05 3.05851e-05 3.10817e-05 3.37439e-05 3.43871e-05 2.86538e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.075954999999999981 -0.057994999999999998 -0.19424999999999998 -0.055679999999999993 0.106035
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
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leaf_weight=0.0012312479139003725 0.0010023619948486577 0.0019917850152882492 0.0013040613404952661 0.0012708269522030656 0.0016021863133364287 0.0010781068416165561 0.0010092358115199457
leaf_count=235 291 1890 535 242 308 248 161
internal_value=0 3.12654e-05 -1.75006e-05 4.97933e-05 -2.10232e-05 7.38905e-05 -9.19543e-05
internal_weight=0 0.00948745 0.0082562 0.00626442 0.00496036 0.00368953 0.00208734
internal_count=3910 3619 3384 1494 959 717 409
is_linear=0
shrinkage=0.00196078


Tree=7421
num_leaves=7
num_cat=0
split_feature=52 0 160 13 4 16
split_gain=8.79338e-06 2.08207e-05 1.85219e-05 2.48399e-05 1.90148e-05 5.56495e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 -0.16277999999999995 -0.084009999999999987 -0.088144999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.0066743386247310734 -0.013949027005918347 0.010542848403415709 -0.013750340897566599 0.014729090279587249 0.0092673185628393551 -0.019539183456973516
leaf_weight=0.001094481595829486 0.0011002627988043051 0.0019605536874362384 0.0010064941373967495 0.001144673433458537 0.0019949053152491306 0.0010102359616204854
leaf_count=128 924 1062 127 383 635 651
internal_value=0 0.00437471 -0.00217036 0.000342997 0.00376119 -0.00041654
internal_weight=0 0.00305504 0.00625657 0.00515631 0.00414981 0.00300514
internal_count=3910 1190 2720 1796 1669 1286
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=6
num_cat=0
split_feature=1 4 15 151 2
split_gain=8.72529e-06 2.50803e-05 1.64983e-05 2.66763e-05 4.18858e-05
threshold=0.076710000000000014 -0.082054999999999975 1.0000000180025095e-35 -0.0088999999999999982 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0039681463407276315 -0.0081188903142518209 -0.013670867058425767 -0.0083937013341400316 -0.0016259772451139331 0.019737449079297698
leaf_weight=0.0017390047591614088 0.0012056407313449525 0.0015026006085348811 0.001179303595493039 0.0018407148556017206 0.0018303178456239284
leaf_count=521 342 1487 571 479 510
internal_value=0 -0.00420817 0.00222023 0.00478695 0.00902548
internal_weight=0 0.00324161 0.00605598 0.00487667 0.00367103
internal_count=3910 2008 1902 1331 989
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=9
num_cat=0
split_feature=50 133 160 12 47 4 16 1
split_gain=2.59524e-05 3.42262e-05 5.21887e-05 5.79768e-05 3.94956e-05 6.02339e-05 0.000119852 7.28783e-06
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 -0.0089849999999999982 0.09252500000000001 -0.0072799999999999991 -0.008069999999999999 0.096335000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=-0.00027791267235598708 -0.00029896802989406535 -0.00026823331544772685 -0.00029682421168752206 -0.00040719051878102176 -7.262465419692359e-05 0.00067210184766689266 0.00047868811031047718 0.00043848549481199277
leaf_weight=0.0010608563342121256 0.0010221214556158072 0.0012768931712647232 0.0012180930498299518 0.0010282486240268478 0.001354099275114414 0.0010352147914498028 0.0013687558520716794 0.0010184992721925029
leaf_count=375 715 622 300 714 223 314 428 219
internal_value=0 3.00887e-05 7.72109e-05 0.000143571 0.0002206 0.000309811 9.86707e-05 0.000556244
internal_weight=0 0.00936066 0.00808377 0.00686567 0.00580482 0.00445072 0.002397 0.00205371
internal_count=3910 3195 2573 2273 1898 1675 1142 533
is_linear=0
shrinkage=0.00196078


Tree=7424
num_leaves=7
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split_feature=50 42 47 1 43 3
split_gain=8.47894e-06 2.47028e-05 2.57586e-05 2.66518e-05 3.36942e-05 3.70004e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.077065000000000008 0.10031000000000002 -0.077544999999999989 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.011434604660548154 -0.0086977009995489671 0.016124618239622086 -0.0073358928833254251 0.018602973735597755 -0.018794844895069773 0.005583484650078574
leaf_weight=0.0013344042924942094 0.0010044688290305947 0.0012422371416416608 0.0016879198392621073 0.0014139910804163549 0.001016812121438311 0.0016058076228688822
leaf_count=860 779 474 333 593 731 140
internal_value=0 0.00102991 0.00341734 0.0068557 0.00255786 -0.0038682
internal_weight=0 0.00830117 0.00696677 0.00527885 0.00386486 0.00262262
internal_count=3910 3131 2271 1938 1345 871
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=8
num_cat=0
split_feature=11 0 4 15 15 15 1
split_gain=2.81684e-05 4.12629e-05 3.90242e-05 7.20894e-05 4.43738e-05 5.34953e-05 5.81927e-05
threshold=0.076265000000000013 -0.017269999999999997 0.097045000000000006 -0.106555 0.085285000000000014 -0.0058549999999999991 0.094485000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00024765471150361675 -0.0003136877960479514 0.00028866821724017925 0.00012641238568440407 -0.00054500217075014444 -0.00029888848813406282 0.00050481851144145199 0.00029913693008757231
leaf_weight=0.0015717733174546991 0.001018351201466588 0.0018930239891366517 0.0011352524119419712 0.0013411562148228679 0.001049857031161546 0.0011843729446074538 0.0014283419138743131
leaf_count=1014 291 325 314 223 1030 375 338
internal_value=0 2.92748e-05 -3.44074e-05 -0.000237208 6.15389e-05 0.000151967 1.26704e-05
internal_weight=0 0.00960378 0.00771075 0.00247641 0.00523435 0.00418449 0.00300012
internal_count=3910 3619 3294 537 2757 1727 1352
is_linear=0
shrinkage=0.00196078


Tree=7426
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=2.35986e-05 2.41503e-05 4.56319e-05 3.80843e-05 5.80164e-05 6.11409e-05 6.95315e-05 1.77184e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089910000000000004 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-6.7111228523469924e-05 -0.0002890896816025516 -0.000227891480915011 -0.00028653234722393687 0.00047637207315787871 -0.00031914048984737537 -0.00020758396201245994 0.00073491554953197433 0.00028535383460469657
leaf_weight=0.0010647445268546704 0.0010185598370773636 0.0012457288718508491 0.0011956092865034922 0.0010288999285333134 0.00118571634660834 0.0012032865663688854 0.0010154425094853117 0.0011305962255873598
leaf_count=475 715 622 300 291 700 326 304 177
internal_value=0 2.56783e-05 6.60498e-05 0.000129645 6.59373e-05 0.000169378 0.000310649 0.000114408
internal_weight=0 0.00907002 0.0078243 0.00662869 0.00559979 0.00441407 0.00321078 0.00219534
internal_count=3910 3195 2573 2273 1982 1282 956 652
is_linear=0
shrinkage=0.00196078


Tree=7427
num_leaves=10
num_cat=0
split_feature=11 13 39 0 16 0 51 16 4
split_gain=4.49938e-05 5.09943e-05 9.13215e-05 8.09638e-05 6.64904e-05 4.16307e-05 3.8602e-05 6.63019e-05 4.09905e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 -0.084304999999999977 -0.0084849999999999978 -0.089559999999999987 0.0014600000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -6 -8 -9
right_child=-2 2 -4 -5 6 -7 7 8 -10
leaf_value=3.7357269664987607e-05 -0.00039694144502360569 -0.00045945882347948799 0.00048597730622768114 -0.00056532779964455209 0.00041372889522878637 0.00058479883344276921 0.00031247990163674292 -0.00048623820554764645 5.5830883779400187e-05
leaf_weight=0.0011028337557160059 0.0010291341767637496 0.00107659074385443 0.0011042943366411312 0.0012855032504357298 0.0010421189777026782 0.0010355598652218661 0.0014287090833778049 0.0011448094088197696 0.0010090724518991448
leaf_count=300 279 175 387 329 522 106 391 1269 152
internal_value=0 3.31747e-05 -3.79964e-05 -0.000120813 -2.05855e-05 0.000302467 8.15802e-05 -1.50365e-05 -0.000232284
internal_weight=0 0.0102295 0.0080911 0.0069868 0.0057013 0.00213839 0.00462471 0.00358259 0.00215388
internal_count=3910 3631 3225 2838 2509 406 2334 1812 1421
is_linear=0
shrinkage=0.00196078


Tree=7428
num_leaves=8
num_cat=0
split_feature=1 12 1 48 12 16 1
split_gain=7.91478e-06 2.3869e-05 2.96088e-05 3.49889e-05 3.43025e-05 4.26e-05 6.08351e-05
threshold=0.12864500000000004 0.10129000000000001 0.11097000000000001 0.090910000000000005 0.089745000000000005 -0.089864999999999987 0.087480000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.018693732736074928 0.0079300418465255151 -0.015219262059810966 -0.013973561929421122 0.020296081253769385 0.013819756582488789 -0.010751158142337467 0.022004142241251676
leaf_weight=0.0013761008868955395 0.0011019730401367585 0.001044755681068139 0.001122164118966062 0.001051448353360962 0.0013589386609799831 0.0012995657649480163 0.0010058871039973615
leaf_count=489 331 438 284 299 819 938 312
internal_value=0 -0.00109254 0.000953304 0.0037029 0.000241561 -0.00477044 0.00354024
internal_weight=0 0.00825886 0.0072141 0.00609194 0.00504049 0.00368155 0.00230545
internal_count=3910 3579 3141 2857 2558 1739 1250
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=7
num_cat=0
split_feature=1 4 16 15 16 2
split_gain=2.45441e-05 3.43114e-05 2.8298e-05 4.21417e-05 4.49297e-05 8.85841e-06
threshold=1.0000000180025095e-35 -0.082054999999999975 0.081265000000000018 -0.0089749999999999986 -0.09601999999999998 0.090695000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=4.8555138216887424e-05 0.00023840279774546991 -0.00033546467449423423 -0.00018340408836741936 0.00040720694421058436 -0.00030864371833138731 -4.9844486966963131e-05
leaf_weight=0.0019426240643525151 0.001962822917027437 0.0016579651954203795 0.0013479902928916487 0.001554857310805428 0.001002926566738459 0.0010314672916853077
leaf_count=507 456 1485 388 620 241 213
internal_value=0 -0.000128275 7.14347e-05 0.000133307 2.67643e-05 -0.000177429
internal_weight=0 0.00360059 0.00690006 0.00555207 0.00399722 0.00203439
internal_count=3910 1992 1918 1530 910 454
is_linear=0
shrinkage=0.00196078


Tree=7430
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 3 4 52
split_gain=4.03883e-05 4.00791e-05 6.10159e-05 5.01455e-05 6.3775e-05 5.13757e-05 4.57275e-05 4.23937e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -0.076734999999999984 -0.030814999999999995 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00039763144314131907 -0.00036574316088913364 -0.00039446785382787582 0.00060107536210659586 -0.00054558722762341268 -4.1988412798547953e-05 0.00038913961992808433 -0.00012506372862196107 -7.0067920743991967e-06
leaf_weight=0.0010409482459439777 0.001079203292082327 0.0013384399337124002 0.0012448360539358064 0.0010995358907848599 0.001132212258980695 0.0013310263072029856 0.0013286415988134899 0.001149162367814227
leaf_count=413 715 298 169 936 131 358 285 605
internal_value=0 3.4195e-05 -9.67381e-06 6.10186e-05 0.000294778 -5.21873e-05 0.000132268 -0.000270354
internal_weight=0 0.0096648 0.00862385 0.00728541 0.00237705 0.00490837 0.00265967 0.0022487
internal_count=3910 3195 2782 2484 300 2184 643 1541
is_linear=0
shrinkage=0.00196078


Tree=7431
num_leaves=7
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split_feature=52 0 1 3 4 42
split_gain=7.96071e-06 2.33738e-05 5.05854e-05 4.23603e-05 2.93029e-05 3.39193e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.084925000000000014 0.05309500000000001 0.060615000000000009
decision_type=2 2 2 2 2 2
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leaf_value=-0.022005787337192894 -0.0073235372754755328 0.01203758699610675 -0.015692044307968497 0.01762099128094188 0.010906147333771685 0.0033919581858265629
leaf_weight=0.0010657953919855541 0.0012906612625617443 0.0015815724272667982 0.0018152810789605258 0.0015309003222649664 0.0010613090231892108 0.0010379497424108399
leaf_count=873 647 378 429 175 324 1084
internal_value=0 0.00113318 -0.00151549 0.00396464 -0.00264077 -0.009475
internal_weight=0 0.00809281 0.00651124 0.00469595 0.00316505 0.00210375
internal_count=3910 3263 2885 2456 2281 1957
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=8
num_cat=0
split_feature=50 160 133 13 16 2 12
split_gain=2.78968e-05 2.89134e-05 4.02003e-05 3.67385e-05 6.91027e-05 5.41554e-05 4.80628e-05
threshold=0.086465000000000014 -0.081519999999999995 -0.0056849999999999991 -0.083514999999999992 0.22945500000000005 0.090815000000000021 0.090295000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00030509533640512583 -0.00031031658121582784 -0.00037621350151548677 0.00056538405795024393 5.3836631498655598e-05 0.00039632334654445244 -0.00041166180488003113 -3.5582192941328888e-05
leaf_weight=0.001266031220740327 0.0010303396988721033 0.0010257496716246954 0.0010074879062001718 0.0019639527773319988 0.0010375024353855319 0.0018813045623860404 0.0010395963090095908
leaf_count=564 715 746 406 535 381 476 87
internal_value=0 2.98693e-05 -1.39294e-05 3.96956e-05 -5.27452e-05 -0.00017391 0.000260188
internal_weight=0 0.00922162 0.00795559 0.00692984 0.00488276 0.00384526 0.00204708
internal_count=3910 3195 2631 1885 1392 1011 493
is_linear=0
shrinkage=0.00196078


Tree=7433
num_leaves=8
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split_feature=11 3 49 48 3 15 3
split_gain=2.67749e-05 2.66677e-05 3.61855e-05 5.47782e-05 3.62152e-05 3.75674e-05 6.92814e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.0019649999999999997 0.085425000000000015 -0.076734999999999984 -0.017214999999999998 0.10223
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
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leaf_count=235 291 411 1525 289 538 433 188
internal_value=0 2.49158e-05 -1.44892e-05 -0.000212784 6.93287e-05 0.000155794 2.89024e-06
internal_weight=0 0.00958549 0.00837038 0.0024869 0.00588348 0.00447101 0.00259381
internal_count=3910 3619 3384 700 2684 1159 726
is_linear=0
shrinkage=0.00196078


Tree=7434
num_leaves=6
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split_feature=42 49 3 4 4
split_gain=9.1171e-06 1.59491e-05 2.70625e-05 3.1078e-05 4.67578e-05
threshold=-0.082904999999999993 -0.047894999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.074650000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_weight=0.00135790546848684 0.0018073268114332987 0.0019571303112042018 0.0018640988552500659 0.0010414447429984248 0.0013753001681390516
leaf_count=577 458 1507 654 294 420
internal_value=0 -0.001316 -0.00371259 0.000740973 -0.00674211
internal_weight=0 0.0080453 0.00623797 0.00428084 0.00241674
internal_count=3910 3333 2875 1368 714
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=7
num_cat=0
split_feature=1 13 13 13 16 0
split_gain=8.55079e-06 2.61971e-05 2.41191e-05 4.26881e-05 2.8628e-05 5.06166e-05
threshold=0.10752500000000002 -0.060719999999999989 -0.032264999999999995 -0.09547499999999999 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0010890663814125969 0.016763974613271698 -0.0027137891104026747 -0.016791075308148926 -0.025366574785218365 0.01562251409015566 0.010716369705168304
leaf_weight=0.0014957340213818014 0.0010871350530800368 0.0018927322728016032 0.0013262387663093402 0.0010298633490415136 0.001209397866682622 0.0013497584143221655
leaf_count=281 394 365 246 1455 472 697
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internal_weight=0 0.00297987 0.00641099 0.0025256 0.0038854 0.002676
internal_count=3910 759 3151 1736 1415 943
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=8
num_cat=0
split_feature=11 16 2 4 16 49 1
split_gain=2.09903e-05 3.07794e-05 3.44735e-05 7.11158e-05 3.78018e-05 5.18654e-05 9.61091e-05
threshold=0.076265000000000013 -0.41862999999999995 0.106285 -0.08422499999999998 -0.09601999999999998 -0.00064499999999999985 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00025515188565652388 -0.00027825515956171425 -0.00038388036251433682 0.00029357826058399418 0.00044701723228779357 -0.0003422001222649528 0.00048546354020012817 -0.00027907376873292569
leaf_weight=0.0013387193919874975 0.0010016332234821313 0.0014608650654209677 0.0019419981532499244 0.0010125450634375656 0.0010792263893580527 0.0015270610403866056 0.0010787178512966615
leaf_count=384 291 544 581 285 443 1069 313
internal_value=0 2.02729e-05 6.57911e-05 -6.0394e-06 0.000111463 1.92616e-05 0.000168967
internal_weight=0 0.00943913 0.00810041 0.00615842 0.00469755 0.00368501 0.00260578
internal_count=3910 3619 3235 2654 2110 1825 1382
is_linear=0
shrinkage=0.00196078


Tree=7437
num_leaves=7
num_cat=0
split_feature=49 160 13 1 2 16
split_gain=8.09372e-06 1.87636e-05 3.26462e-05 6.02231e-05 3.96585e-05 4.54297e-05
threshold=0.10447000000000002 -0.081069999999999989 -0.070604999999999987 0.08844500000000001 0.097775000000000015 -0.089559999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.010376853700711985 0.0084607026861969366 -0.0059744205182898566 0.013320198751887131 0.025067179597672459 -0.022594948188497548 -0.011396155802267226
leaf_weight=0.0012265769413424563 0.0010011630882607652 0.0016495024496820752 0.0011932416442903696 0.0010062637950518163 0.0013421221127818375 0.0019737198874272672
leaf_count=734 378 698 267 434 514 885
internal_value=0 -0.00105184 -0.00300835 0.00578717 -0.00818876 -0.00208358
internal_weight=0 0.00839143 0.00716485 0.00265577 0.00450908 0.00316696
internal_count=3910 3532 2798 1132 1666 1152
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=8
num_cat=0
split_feature=50 133 160 2 42 160 2
split_gain=8.21945e-06 2.02177e-05 3.67076e-05 3.34382e-05 3.59665e-05 3.85886e-05 4.33281e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.087825000000000014 0.10705000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.075670000000000015
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=-0.0057904236244396227 -0.0085430693708408219 -0.011235081217967555 -0.013794340957481355 -0.0059368421038506671 -0.00067480953072984371 0.0082376926546391029 0.035402153586061087
leaf_weight=0.0010258128464849898 0.0010125947055665179 0.0011633160964944584 0.0011051038024298765 0.0016910233497810937 0.0010184105972790305 0.001109038504561911 0.0012478331232372163
leaf_count=527 779 604 295 529 532 252 392
internal_value=0 0.000996504 0.00297354 0.00601522 0.0106075 0.0155912 0.0226198
internal_weight=0 0.00836054 0.00719722 0.00609212 0.0044011 0.00337528 0.00235687
internal_count=3910 3131 2527 2232 1703 1176 644
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=7
num_cat=0
split_feature=42 47 4 12 3 49
split_gain=8.49113e-06 1.87324e-05 4.13149e-05 2.64734e-05 2.18993e-05 1.54038e-05
threshold=-0.082904999999999993 0.087850000000000025 -0.065054999999999988 0.089855000000000004 0.094625000000000015 -0.04682999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0072890382820974863 -0.017638790334213169 -0.0099503484021378763 -0.0069162754861073848 0.0031743146100639678 0.018272247642702018 0.0096815076094732087
leaf_weight=0.0013559787059834382 0.0013929935282022126 0.0018961301337931677 0.0010169663795737385 0.001088816991433925 0.0013596180221268918 0.0012420641225045445
leaf_count=577 703 442 298 499 254 1137
internal_value=0 -0.00126891 0.00142944 -0.00850769 0.00824471 0.00220955
internal_weight=0 0.00799659 0.00610046 0.00248181 0.00361865 0.00225903
internal_count=3910 3333 2891 1202 1689 1435
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=6
num_cat=0
split_feature=12 4 3 1 16
split_gain=9.02985e-06 3.7718e-05 2.76068e-05 7.06617e-05 4.04545e-05
threshold=0.089995000000000006 0.08734500000000002 0.11265500000000002 0.094485000000000013 -0.083144999999999983
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0093491294745043068 -0.01284481217284373 0.01012418999131137 -0.0094099933938230768 0.026542789066664487 -0.012239215753949711
leaf_weight=0.001754917802660515 0.0019571372761471896 0.0011263993154032705 0.0015515326859963912 0.0012324580830239337 0.0017175526223320236
leaf_count=612 1254 224 295 466 1059
internal_value=0 -0.00445436 0.00215752 0.00597211 -0.00132889
internal_weight=0 0.00308354 0.00625646 0.00470493 0.00347247
internal_count=3910 1478 2432 2137 1671
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=8
num_cat=0
split_feature=11 0 52 16 15 0 1
split_gain=3.23845e-05 3.36237e-05 3.24368e-05 4.53229e-05 4.51263e-05 4.65413e-05 1.33264e-05
threshold=0.076265000000000013 -0.017269999999999997 -0.092854999999999979 -0.30307999999999996 0.085285000000000014 -0.10943499999999999 0.091845000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00031956699861751591 -0.00033220253528389113 0.00026823509064969052 -0.00027560813820968534 0.00017420794044118153 -0.00023810920471577343 0.00044429849671870548 -0.00014234534335388991
leaf_weight=0.0012082739360810167 0.001035026438414602 0.0018750564399541772 0.0014380795247923052 0.0010126122993499571 0.0010629512313526258 0.0018379350311126903 0.0010327965758043308
leaf_count=560 291 325 384 89 972 1124 165
internal_value=0 3.30988e-05 -2.49697e-05 3.07843e-05 0.000119864 0.000217849 1.43694e-05
internal_weight=0 0.00946771 0.00759265 0.00638437 0.0049463 0.00388334 0.00204541
internal_count=3910 3619 3294 2734 2350 1378 254
is_linear=0
shrinkage=0.00196078


Tree=7442
num_leaves=8
num_cat=0
split_feature=15 49 15 160 0 12 1
split_gain=8.21333e-06 2.36128e-05 3.23852e-05 3.33225e-05 4.86131e-05 5.22054e-05 1.07694e-06
threshold=0.088615000000000013 -0.07107999999999999 -0.11739999999999999 1.0000000180025095e-35 -0.029849999999999998 0.086865000000000012 0.092385000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.012870605431186214 -0.007721663317347343 -0.010233320600383851 0.0055881633551275447 -0.0097159389074672597 -0.0043844854879009632 0.035097611852997174 0.010212636929915643
leaf_weight=0.001050814373201414 0.0012069676203236958 0.0014331742423564142 0.0010137823814212489 0.0010250918538541034 0.0015283033922769448 0.0010845646398942067 0.0010006129455648611
leaf_count=307 875 590 559 330 261 822 166
internal_value=0 0.00111824 0.00319285 0.0065971 0.010211 0.017409 0.00788528
internal_weight=0 0.00813634 0.00708553 0.00565236 0.00462726 0.00309896 0.0020144
internal_count=3910 3035 2728 2138 1808 1547 725
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=6
num_cat=0
split_feature=0 43 16 52 52
split_gain=9.90073e-06 2.89631e-05 3.0485e-05 3.43644e-05 2.49336e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.19424999999999998 1.0000000180025095e-35 -0.081429999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012249855443292683 0.0063674383246461966 -0.010179884538067953 0.013411207530196152 0.02163125222663375 -0.0060187391775529285
leaf_weight=0.0019202066994443937 0.0019259608192953 0.0014903542222836456 0.0010221360511005568 0.0010992263393635607 0.0018664831552940306
leaf_count=1184 446 354 354 891 681
internal_value=0 -0.00168172 0.0020226 0.00658296 0.000856535
internal_weight=0 0.00739841 0.0054782 0.00398785 0.00288862
internal_count=3910 3464 2280 1926 1035
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=7
num_cat=0
split_feature=12 15 12 3 15 0
split_gain=8.47291e-06 4.00223e-05 4.1154e-05 3.11484e-05 2.22116e-05 2.96122e-05
threshold=0.086935000000000012 0.088190000000000004 0.10007000000000001 -0.018854999999999997 -0.074174999999999977 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.014834083877598013 -0.02143926112534383 0.011923274864545641 0.003845350947793097 -0.0059341193772483695 -0.010560889941463068 0.016841044546986327
leaf_weight=0.0014899256777211062 0.0014862778917347512 0.0011447240138344641 0.0011355365159163098 0.0012606963372655024 0.0017516406542858369 0.0010433455674318968
leaf_count=996 953 751 357 124 355 374
internal_value=0 -0.00367693 -0.0104882 0.00246911 -0.00207338 0.00437922
internal_weight=0 0.00376654 0.00262181 0.00554561 0.00405568 0.00230404
internal_count=3910 2061 1310 1849 853 498
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=8
num_cat=0
split_feature=42 51 42 43 12 3 0
split_gain=8.39535e-06 1.77305e-05 2.47522e-05 3.71153e-05 1.64419e-05 3.29307e-05 1.94844e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.088375000000000023 0.086245000000000016 -0.22851499999999997
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=-0.0067594839249138991 -0.010585834943422088 0.02280103444780987 -0.0099571737737118287 0.020348044630954767 -0.0081772733824849418 -0.0096912720398302926 0.0090613092284929225
leaf_weight=0.0015400453463220764 0.0010765374156842282 0.0010666513582575825 0.0011713604796720241 0.0010408606060620293 0.0011647465215615196 0.00122152666370599 0.0010140202241208833
leaf_count=1060 521 673 710 388 209 127 222
internal_value=0 0.00132374 0.0032433 0.00605068 0.00202768 0.00565549 -0.0011853
internal_weight=0 0.0077557 0.00667917 0.00550781 0.00444115 0.00327641 0.00223555
internal_count=3910 2850 2329 1619 946 737 349
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=8
num_cat=0
split_feature=11 0 13 49 1 3 0
split_gain=1.93485e-05 2.40133e-05 2.88742e-05 3.73073e-05 7.38155e-05 7.32174e-05 3.82422e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 0.0024700000000000004 -0.07107999999999999 0.11183500000000002 0.084925000000000014 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00028796511002467508 -0.00026081405628967095 0.00022566933945322081 -0.00032536529685946446 -0.00017719763227221774 -0.00027461946167331902 0.00062602394994078496 0.00032687435249929581
leaf_weight=0.0011795955642915044 0.0010010161365399005 0.0018529377941042431 0.001048642541240874 0.0013237341549549636 0.0014516492819363746 0.0012792606467723483 0.0010280470347029064
leaf_count=281 304 324 488 1010 354 149 1000
internal_value=0 2.62938e-05 -2.42374e-05 2.61875e-05 9.90964e-05 0.000248504 4.31501e-05
internal_weight=0 0.00916387 0.00731093 0.00626229 0.00508269 0.00363104 0.00235178
internal_count=3910 3606 3282 2794 2513 2159 2010
is_linear=0
shrinkage=0.00196078


Tree=7447
num_leaves=8
num_cat=0
split_feature=50 4 16 160 2 13 43
split_gain=2.44266e-05 3.06552e-05 2.87767e-05 6.12574e-05 4.71258e-05 4.50376e-05 4.22954e-05
threshold=0.086465000000000014 0.28937500000000005 -0.014099999999999998 -0.030424999999999997 0.085255000000000011 -0.014114999999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=0.00016225764354879855 -0.00029622869279420395 0.00033080712316541165 0.00052067035224590474 0.00017919704572710404 -0.00060749652006515773 -9.0573103187129172e-05 -0.00029772121790751856
leaf_weight=0.001407344408163552 0.0010224745727879627 0.0010972266560729431 0.0010030363944606192 0.0015406185008101795 0.0010146548713263811 0.0017933138280764854 0.0013339638673248548
leaf_count=477 715 396 444 435 580 417 446
internal_value=0 2.32503e-05 -1.84478e-05 0.000103459 -0.000130589 -0.000277363 -4.21192e-05
internal_weight=0 0.00919016 0.00809293 0.00387762 0.00421531 0.00280797 0.00287458
internal_count=3910 3195 2799 1325 1474 997 881
is_linear=0
shrinkage=0.00196078


Tree=7448
num_leaves=8
num_cat=0
split_feature=133 52 4 4 3 49 15
split_gain=2.25598e-05 4.42828e-05 4.2443e-05 7.97256e-05 5.22458e-05 7.6283e-05 3.55955e-05
threshold=-0.090054999999999982 0.11401500000000002 -0.082054999999999975 -0.34687499999999999 -0.075954999999999981 -0.006494999999999999 -0.064869999999999983
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=-0.0002814156179478792 -4.3981670322401222e-05 -0.00030030798099041275 -0.00030776218182421313 0.00067470579527574223 -0.00021477163696602059 0.00012487237769811055 0.00059885484581417825
leaf_weight=0.0010004206684716679 0.0012284556967884965 0.0013540708762808254 0.0016128259640915193 0.0011480300002358265 0.001684264771164496 0.0014409390121029701 0.0010552790200130178
leaf_count=544 235 581 1185 522 299 353 191
internal_value=0 2.81092e-05 8.25414e-05 0.000303201 -7.97587e-06 0.000107681 0.000325249
internal_weight=0 0.00952387 0.00816979 0.00237649 0.00579331 0.00418048 0.00249622
internal_count=3910 3366 2785 757 2028 843 544
is_linear=0
shrinkage=0.00196078


Tree=7449
num_leaves=9
num_cat=0
split_feature=11 48 0 49 42 2 16 12
split_gain=2.47759e-05 3.64472e-05 0.000116568 5.712e-05 5.11364e-05 7.30032e-05 4.93758e-05 6.04626e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 -0.006494999999999999 -0.082904999999999993 0.106285 0.15737500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=-0.00048015283567277449 -0.00029711524483472007 -0.00018099466545100406 0.00061496186540491355 0.00037758761884431859 0.00024627613643536417 0.00035654489265234558 -0.00057471662530192327 -0.00036729645779396645
leaf_weight=0.0010316163915387276 0.001033286254422605 0.0014416308229487536 0.0013889125867810265 0.0012190732483522686 0.001222063604773307 0.0011432576016188263 0.0010303383375569941 0.0012480827371394072
leaf_count=388 291 115 591 451 313 371 208 1182
internal_value=0 2.22307e-05 0.000209571 -5.46829e-05 2.01824e-05 -7.36434e-05 -0.000214143 -6.37417e-05
internal_weight=0 0.00972498 0.00283054 0.00689443 0.00586282 0.00464374 0.00350048 0.00247015
internal_count=3910 3619 706 2913 2525 2074 1703 1495
is_linear=0
shrinkage=0.00196078


Tree=7450
num_leaves=7
num_cat=0
split_feature=0 52 52 3 2 2
split_gain=9.22318e-06 2.83097e-05 2.47473e-05 2.47565e-05 4.06985e-05 4.73654e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.062489999999999997 -0.089974999999999986 0.106285 0.088485000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.016245720226111534 0.0061176048732198077 0.012947574706670781 -0.015805250587893237 -0.00208537363994908 -0.013561880291121143 0.025496734642242794
leaf_weight=0.0011250291036840774 0.0019350386290376189 0.0013551757993290926 0.0010656798394792014 0.0016352172339580225 0.0012373577183144944 0.0010053908065227942
leaf_count=597 446 325 422 1161 401 558
internal_value=0 -0.00163403 0.000975762 -0.00230601 0.00140363 0.0084163
internal_weight=0 0.00742385 0.00629882 0.00494365 0.00387797 0.00264061
internal_count=3910 3464 2867 2542 2120 1719
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 48
split_gain=2.21393e-05 3.73933e-05 8.77532e-05 3.53794e-05 8.82999e-05 4.55339e-05 4.15097e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999 0.086285000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
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leaf_value=0.00026548297757804438 -0.0003445846929877768 -0.00048096961284902742 -0.00014355707057294895 0.00056508751517326541 0.00046936130919529015 -0.00029796888356198569 -5.9791995191937252e-05
leaf_weight=0.0010162546029522093 0.0013241757639787443 0.0011893712305799317 0.0017663981008549032 0.0015724731327567774 0.0010026011834550989 0.0012303245397443617 0.0013208343516782801
leaf_count=517 856 847 433 606 130 379 142
internal_value=0 -3.91581e-05 1.08838e-05 9.57565e-05 0.000178219 7.03718e-06 0.000168546
internal_weight=0 0.00940618 0.008082 0.00689263 0.00512623 0.00355376 0.00232344
internal_count=3910 3393 2537 1690 1257 651 272
is_linear=0
shrinkage=0.00196078


Tree=7452
num_leaves=7
num_cat=0
split_feature=1 2 150 4 3 0
split_gain=1.02838e-05 2.41419e-05 2.13528e-05 5.28358e-05 4.26089e-05 2.47433e-05
threshold=0.10752500000000002 0.114165 0.083205000000000015 -1.0000000180025095e-35 0.084925000000000014 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.017001303369103785 -0.0029623590466687595 0.015267692246556103 0.0095867053465906963 -0.020384387877742195 0.018948025920452822 0.0029102882779750232
leaf_weight=0.001056674288118278 0.0017000196600573067 0.0012684516900241948 0.0012231311278700216 0.0015742395351251593 0.0010143975299059943 0.0015244505413253805
leaf_count=1384 368 391 345 635 130 657
internal_value=0 0.00482749 -0.00229498 -0.0051061 0.00158324 -0.00524122
internal_weight=0 0.00296847 0.00639289 0.00516976 0.00359552 0.00258112
internal_count=3910 759 3151 2806 2171 2041
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=7
num_cat=0
split_feature=50 160 49 133 43 0
split_gain=2.73559e-05 2.86884e-05 3.31383e-05 2.78167e-05 5.23972e-05 4.23327e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 -0.074254999999999988 -0.13870499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00025906741608153536 -0.00031226952184829754 0.00027619277159249641 0.00025011516735518329 -0.00037799786100319835 6.9997169110078237e-05 -0.00036772801769001785
leaf_weight=0.0016776633377970137 0.001012179570128815 0.0011802931434655396 0.0017674791374015847 0.0010214000775329371 0.0015774441908135691 0.0018405717081815072
leaf_count=804 715 220 501 460 213 997
internal_value=0 2.76e-05 -2.49673e-05 -8.22355e-05 -2.39784e-05 -0.000165714
internal_weight=0 0.00906485 0.00738719 0.0062069 0.0051855 0.00341802
internal_count=3910 3195 2391 2171 1711 1210
is_linear=0
shrinkage=0.00196078


Tree=7454
num_leaves=7
num_cat=0
split_feature=1 0 3 48 47 0
split_gain=9.4727e-06 2.64383e-05 2.90438e-05 1.72535e-05 3.03918e-05 4.32376e-05
threshold=0.076710000000000014 -0.083674999999999986 -0.089604999999999976 0.087945000000000009 0.09252500000000001 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.017885259218518624 0.019864127032793194 0.013976161470578827 -0.0087854693106026015 -0.0058519041465403621 -0.0077804972779537615 -0.0048661161367774351
leaf_weight=0.0010043376729789865 0.0019768597959064923 0.0010322850226106195 0.0012268347357995389 0.0018238337849652737 0.0011932391564016577 0.0011005663542043502
leaf_count=1044 461 272 692 365 189 887
internal_value=0 -0.00438608 0.00161526 0.00228997 0.00576704 0.01102
internal_weight=0 0.00326346 0.00225912 0.0060945 0.00427067 0.00307743
internal_count=3910 2008 964 1902 1537 1348
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=9
num_cat=0
split_feature=4 0 52 15 15 160 150 1
split_gain=4.36014e-05 5.78491e-05 3.45811e-05 4.20795e-05 7.92902e-05 6.62878e-05 4.02209e-05 2.23123e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.088615000000000013 -0.0063699999999999989 -1.0000000180025095e-35 0.082965000000000025 0.10956
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00038913374297684021 -0.00031934698140892578 0.00043787709835566517 -0.00044488986278982734 -0.00033078603011252018 0.0004617447658734855 -0.00027875658860224188 0.00037179461716452332 0.00012688576104526381
leaf_weight=0.0010429962782345344 0.0012913429792108791 0.0011891469705806569 0.0011672096330098839 0.0010654878171246409 0.0016323064018698924 0.0010139183723978757 0.0012753444005907484 0.0010730999068668966
leaf_count=208 584 252 692 757 696 315 222 184
internal_value=0 3.27555e-05 -2.37964e-05 2.90108e-05 9.12254e-05 -4.22973e-05 9.74585e-05 -7.0184e-05
internal_weight=0 0.00970786 0.00851871 0.00722737 0.00616188 0.00452957 0.00336236 0.00208702
internal_count=3910 3702 3450 2866 2109 1413 721 499
is_linear=0
shrinkage=0.00196078


Tree=7456
num_leaves=9
num_cat=0
split_feature=4 0 157 160 160 13 1 47
split_gain=5.44718e-05 0.000104582 3.98218e-05 4.2577e-05 4.03614e-05 6.07144e-05 2.63987e-05 3.60161e-05
threshold=-0.49269499999999994 1.0000000180025095e-35 -0.055684999999999991 -1.0000000180025095e-35 0.087825000000000014 -0.083354999999999985 0.092550000000000007 0.098205000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00044933080564172668 0.0003291451862566345 0.00061108123196415456 -0.00045431037542716188 0.0003482492750753333 -0.00032812080041734145 8.7471198713830713e-05 -0.00047368770924467014 3.3965430650598974e-05
leaf_weight=0.0010077351598468771 0.0010029840770831812 0.0010613125136710025 0.0010454622409724586 0.001740482276619115 0.0014010054733286578 0.0017411319433153281 0.001152566894803026 0.0010065379026285785
leaf_count=192 498 223 735 525 354 982 305 96
internal_value=0 2.86326e-05 -3.93705e-05 -8.50743e-05 -3.02551e-05 4.37269e-05 -9.21663e-05 -0.000237028
internal_weight=0 0.0101515 0.00909017 0.00808719 0.00704172 0.00564072 0.00390024 0.0021591
internal_count=3910 3718 3495 2997 2262 1908 1383 401
is_linear=0
shrinkage=0.00196078


Tree=7457
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 3 4
split_gain=2.82397e-05 3.69091e-05 4.30809e-05 4.3198e-05 5.46493e-05 3.14198e-05 3.00402e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 0.091555000000000011 -0.10575999999999998 -0.075679999999999983 -0.030814999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00038300369392479071 -0.00031319691906456676 -0.00035912487020146807 0.00026761480079433053 0.0004194026286143943 -0.00031991267766781509 0.00025361165598428154 -0.00019496359896600872
leaf_weight=0.0010009343935316268 0.001041202181576527 0.0012003956072213834 0.001796423883893292 0.0010038736845929108 0.0019930088042606686 0.0010850159150343503 0.0012186241767239391
leaf_count=413 715 284 229 273 1466 306 224
internal_value=0 2.73215e-05 -1.55855e-05 4.25216e-05 -1.9572e-05 -0.000139645 1.63156e-05
internal_weight=0 0.00929828 0.00829734 0.00709695 0.00609307 0.00429665 0.00230364
internal_count=3910 3195 2782 2498 2225 1996 530
is_linear=0
shrinkage=0.00196078


Tree=7458
num_leaves=7
num_cat=0
split_feature=50 15 47 3 49 12
split_gain=2.98097e-05 3.23242e-05 4.03115e-05 4.88073e-05 6.40803e-05 3.55689e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.064349999999999991 -0.006494999999999999 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00035796357697752884 -0.00031883178186166335 0.00014246253920223003 -0.00029130337430626364 -7.8139241858455306e-05 0.00044467449941456389 -0.00028795586384835895
leaf_weight=0.0010209029429624665 0.0010564483904118857 0.0011889776084791329 0.001602042555578438 0.0016412105154552021 0.0019994068516708484 0.0019467871831521746
leaf_count=413 715 640 258 309 355 1220
internal_value=0 2.85557e-05 -1.15824e-05 5.4548e-05 0.000208987 -0.000124756
internal_weight=0 0.00939933 0.00837842 0.00677638 0.00364062 0.00313576
internal_count=3910 3195 2782 2524 664 1860
is_linear=0
shrinkage=0.00196078


Tree=7459
num_leaves=8
num_cat=0
split_feature=1 457 49 12 12 2 16
split_gain=9.25789e-06 2.05854e-05 2.98571e-05 4.24668e-05 3.88474e-05 3.70126e-05 2.68927e-05
threshold=0.12864500000000004 0.069705000000000003 -0.014989999999999998 0.089995000000000006 0.10007000000000001 0.087995000000000004 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.01892669430123364 0.0085194964683864595 0.010300557215836623 -0.0061119918282224297 -0.024139375853264963 0.0025067526669503761 0.025403925881587477 0.003432796045853339
leaf_weight=0.0010475457292431836 0.0011089980295003197 0.0013099486990670655 0.001538810712850374 0.0011692861873900426 0.0010282967253389111 0.0010778772972982213 0.0011530390825444672
leaf_count=307 331 313 1010 857 431 242 419
internal_value=0 -0.00120679 -0.00335566 -0.000622205 -0.0116711 0.00581879 0.0140482
internal_weight=0 0.0083248 0.00701486 0.00596731 0.00219758 0.00376973 0.00223092
internal_count=3910 3579 3266 2959 1288 1671 661
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=8
num_cat=0
split_feature=43 15 43 4 48 13 4
split_gain=9.87155e-06 3.76047e-05 3.6441e-05 3.27812e-05 3.76542e-05 4.35509e-05 3.90464e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.17307499999999998 -0.34687499999999999 0.086125000000000021 -0.014114999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=0.01823327535862887 -0.018460947227727266 0.0092805404025758723 -0.01704587956052268 -0.010666016988376582 -0.012589460687189425 0.027565990034568624 0.0024836016072583081
leaf_weight=0.0012268455647223182 0.0010570075941087375 0.0010584979527481714 0.0010447269103619405 0.0010481044436124053 0.001463952475211265 0.0011143762524896124 0.0014008231081868746
leaf_count=860 224 170 794 940 303 365 254
internal_value=0 0.0043196 -0.00379648 -0.00245303 0.000912724 0.00645998 0.0135965
internal_weight=0 0.00333007 0.00210322 0.00608426 0.00502726 0.0035633 0.0025152
internal_count=3910 1824 964 2086 1862 1559 619
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=8
num_cat=0
split_feature=50 160 42 3 48 4 0
split_gain=2.06387e-05 2.63627e-05 2.98264e-05 3.13637e-05 4.77759e-05 4.45688e-05 3.42284e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.11266 0.09227500000000001 0.074650000000000008 -0.082074999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00024577984674971609 -0.00026899020265174807 -0.0002996715654195096 0.00032026293928809119 -8.1238367421272115e-05 0.000317925231995424 0.00019424553975639679 -0.00051994958534353928
leaf_weight=0.0016819883401273184 0.0010279119406385638 0.0012700439746987091 0.0011636329077686497 0.0015684461333289154 0.0011286936869821162 0.0010969054075217941 0.0012121517692067173
leaf_count=804 715 766 238 460 222 251 454
internal_value=0 2.40855e-05 -2.60346e-05 3.02929e-05 -3.71073e-05 -0.000140453 -0.000272487
internal_weight=0 0.00912186 0.00743987 0.00616983 0.0050062 0.0038775 0.0027806
internal_count=3910 3195 2391 1625 1387 1165 914
is_linear=0
shrinkage=0.00196078


Tree=7462
num_leaves=8
num_cat=0
split_feature=13 39 3 4 15 42 0
split_gain=9.25061e-06 2.74554e-05 2.40974e-05 5.18841e-05 2.87468e-05 2.24308e-05 1.42347e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.074234999999999982 0.0057500000000000008 -0.021529999999999997 0.084685000000000024 -0.15517999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -5
right_child=1 -3 3 6 5 -7 -8
leaf_value=0.008278048950157017 0.013390328581105677 0.014195248754178325 -0.024336851612713081 0.0091808801418461605 -0.013400118685469177 0.0060086765414229075 -0.0076131332397513744
leaf_weight=0.0011668920740980178 0.0014120540780176685 0.0010115223999020567 0.0013940829585602907 0.0010049305624050264 0.0013116247023678895 0.001090536656105374 0.001013942280665675
leaf_count=210 865 419 494 117 899 683 223
internal_value=0 -0.0012353 -0.00339498 -0.00949931 0.00206717 -0.00458889 0.000746391
internal_weight=0 0.00823869 0.00722717 0.00341296 0.00381422 0.00240216 0.00201887
internal_count=3910 3700 3281 834 2447 1582 340
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=7
num_cat=0
split_feature=50 42 3 3 2 4
split_gain=8.13131e-06 2.45383e-05 2.70072e-05 3.56077e-05 2.91854e-05 3.45046e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 0.085805000000000006 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.01141191975893324 -0.0085468587742570969 0.015720609983712372 -0.01565937822445854 0.017745353608134267 -0.01092669372404023 0.0094458406702970163
leaf_weight=0.0013441452130435383 0.0010057290158313496 0.0014079631565034403 0.0011272083553159158 0.0011773159624173255 0.0016361591574092691 0.0016901437016693002
leaf_count=862 755 300 937 319 374 363
internal_value=0 0.000968907 0.00333318 0.00023576 0.00421415 -0.000575108
internal_weight=0 0.00838294 0.00703879 0.00563083 0.00450362 0.0033263
internal_count=3910 3155 2293 1993 1056 737
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=8
num_cat=0
split_feature=3 4 0 3 151 1 15
split_gain=8.84038e-06 2.6009e-05 3.00611e-05 4.15934e-05 3.9985e-05 2.40104e-05 3.21325e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 0.10113500000000002 0.083935000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.015466944801362487 0.0077112186894648035 -0.018880894186304498 0.015585851003189644 -0.013903690854405865 -0.0073747671153410856 0.020291697290321792 0.015841023261844524
leaf_weight=0.0011119641553682608 0.0012702814512748272 0.0011611995619021098 0.0011752001353958954 0.001150219303523286 0.0014466352120415318 0.0010439508019257564 0.0010141109431288297
leaf_count=276 239 585 367 453 806 271 913
internal_value=0 -0.00126115 0.000998268 -0.00194929 0.00227441 0.00758396 0.00219281
internal_weight=0 0.00810328 0.00699132 0.00581612 0.00465492 0.0035047 0.00246075
internal_count=3910 3671 3395 3028 2443 1990 1719
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=6
num_cat=0
split_feature=42 133 15 15 16
split_gain=8.28157e-06 2.2092e-05 2.75771e-05 1.94953e-05 4.02343e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 -0.038029999999999987 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.010408762720344985 -0.0068816599338902404 0.011728820856718709 -0.01486725819806417 0.010466171584443549 -0.011956145095759379
leaf_weight=0.0013782575873998336 0.0014880969143560617 0.00160298653588423 0.0012275287547122678 0.001725591949606608 0.0019318504624924729
leaf_count=358 832 923 824 448 525
internal_value=0 0.00125346 -0.00142757 0.00184856 -0.00264388
internal_weight=0 0.00786622 0.00626323 0.0050357 0.00331011
internal_count=3910 3078 2155 1331 883
is_linear=0
shrinkage=0.1


Tree=7466
num_leaves=7
num_cat=0
split_feature=50 133 16 2 2 4
split_gain=1.64108e-05 2.32995e-05 4.51982e-05 6.18805e-05 4.83487e-05 7.63993e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.085730000000000015 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00021723417547917152 -0.00024323166630777301 -0.00022871091404477197 -9.4675384868727041e-05 0.00045613319667628317 -0.00059564874419178009 4.5731928416111825e-05
leaf_weight=0.0015182839713370642 0.0010090485031270498 0.0012432570971143359 0.001306826563421347 0.0019607206950643555 0.0011967642028754199 0.0017701860464806466
leaf_count=532 715 622 408 723 496 414
internal_value=0 2.04762e-05 6.04366e-05 0.000235842 -6.73485e-05 -0.000212979
internal_weight=0 0.00899604 0.00775278 0.00326755 0.00448523 0.00296695
internal_count=3910 3195 2573 1131 1442 910
is_linear=0
shrinkage=0.00196078


Tree=7467
num_leaves=8
num_cat=0
split_feature=12 43 4 16 16 48 16
split_gain=8.17023e-06 2.58569e-05 2.8836e-05 3.24293e-05 4.681e-05 4.83762e-05 4.97196e-05
threshold=-0.036459999999999992 -0.17307499999999998 -0.34687499999999999 -0.008069999999999999 -0.083144999999999983 0.086125000000000021 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0085316854671562675 0.015379003620825794 -0.015756003480168031 -0.0036118096237819359 0.01377706220684426 -0.019422103493614395 -0.013354283749939619 0.026770476306634806
leaf_weight=0.0010109508046946226 0.0010859107169132491 0.0011415814100005821 0.0010339252620649422 0.0016026522607396438 0.0012298811776046479 0.0011258325067650342 0.0011243650405978747
leaf_count=504 223 242 288 841 1019 199 594
internal_value=0 0.000987181 -0.00116599 0.00155701 -0.00278159 0.00345016 0.0122159
internal_weight=0 0.00834415 0.00725824 0.00611666 0.004514 0.00328412 0.00215829
internal_count=3910 3406 3183 2941 2100 1081 882
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=6
num_cat=0
split_feature=48 42 133 4 1
split_gain=1.00613e-05 2.41109e-05 2.67382e-05 3.24367e-05 2.67281e-05
threshold=0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.06272999999999998 0.092550000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014051685212954962 0.0064190457364898777 -0.011779974199947602 0.015068016972345789 0.01528384624477587 -0.0039606084994199082
leaf_weight=0.00148687549218865 0.0019179517594619605 0.0017994612213629605 0.0011568603577349181 0.0012352794315107374 0.0017358538345627413
leaf_count=733 483 1301 617 396 380
internal_value=0 -0.00170674 0.00152154 -0.00199379 0.00404047
internal_weight=0 0.00741433 0.00561487 0.00445801 0.00297113
internal_count=3910 3427 2126 1509 776
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=8
num_cat=0
split_feature=11 48 2 133 43 2 13
split_gain=1.8634e-05 2.90465e-05 2.67936e-05 2.95624e-05 4.41826e-05 3.49487e-05 3.6996e-05
threshold=0.076265000000000013 0.091555000000000011 0.11260500000000001 0.087550000000000017 -0.08799499999999999 0.085805000000000006 -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=0.00030876546926101369 -0.00025960594855632197 0.00025359413615718839 0.00024354634943510683 -0.00037219352007846678 -0.00020450587367291194 -0.00030659829769160991 0.00031443094948445068
leaf_weight=0.0012161748406666409 0.0010014162422118172 0.0016990619577073093 0.0011628493837473582 0.0011019079974036988 0.0010463881329265618 0.0019493412585751407 0.0010665397881918833
leaf_count=309 291 434 448 755 792 729 152
internal_value=0 2.19822e-05 -3.0187e-05 -8.00762e-05 -1.90949e-05 -0.000117251 5.74372e-05
internal_weight=0 0.00924226 0.0075432 0.00638035 0.00527844 0.00406227 0.00211293
internal_count=3910 3619 3185 2737 1982 1673 944
is_linear=0
shrinkage=0.00196078


Tree=7470
num_leaves=8
num_cat=0
split_feature=4 0 13 151 43 2 1
split_gain=2.13998e-05 7.93393e-05 3.43624e-05 5.58826e-05 4.14892e-05 4.70979e-05 2.29115e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.0024700000000000004 -0.0088999999999999982 -0.074254999999999988 0.088485000000000022 0.11183500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.00027659609623737527 -0.00029545717621425906 0.00049293460101525026 -0.00033802685805144886 0.00040820368038773248 -0.00021803241225236417 0.00037882201719031445 -1.6087907331384979e-05
leaf_weight=0.0010070882952003335 0.0017531804917403681 0.0012127729679602571 0.0012887971713414501 0.001329322858862246 0.0018944861537970462 0.0012493729445495717 0.0010308785325807944
leaf_count=208 559 252 539 723 922 542 165
internal_value=0 2.36156e-05 -4.29857e-05 9.41e-06 0.000106518 1.04548e-05 0.000200287
internal_weight=0 0.00975881 0.00854604 0.00725724 0.00550406 0.00417474 0.00228025
internal_count=3910 3702 3450 2911 2352 1629 707
is_linear=0
shrinkage=0.00196078


Tree=7471
num_leaves=7
num_cat=0
split_feature=0 13 151 43 2 48
split_gain=8.92466e-06 2.65842e-05 3.22292e-05 3.1237e-05 3.43794e-05 1.55362e-05
threshold=-0.017269999999999997 0.0024700000000000004 -0.0088999999999999982 -0.074254999999999988 0.088485000000000022 0.08346000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.011889111261190945 0.0060010036197848792 -0.015915553957472222 0.01928650845810476 -0.01036602867853044 0.017944176299944995 0.00041404043473819007
leaf_weight=0.0015045336176784082 0.0019383732853539577 0.001106745959991595 0.0011464313100568134 0.0016439657737025819 0.0010026414143290466 0.0010197531744383479
leaf_count=560 446 539 723 923 531 188
internal_value=0 -0.00161892 0.000885737 0.0048793 0.000374321 0.00910495
internal_weight=0 0.00742407 0.00631733 0.00481279 0.00366636 0.00202239
internal_count=3910 3464 2925 2365 1642 719
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=9
num_cat=0
split_feature=50 4 40 47 16 16 15 52
split_gain=1.6617e-05 2.72807e-05 3.81464e-05 4.61418e-05 5.80571e-05 4.25823e-05 4.23089e-05 4.33671e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 -0.014099999999999998 0.15737500000000001 0.05377500000000001 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00036583786173381943 -0.00024271132906635994 0.00031052623596263635 -8.2013755711418291e-05 0.00041884273950543182 0.00045084979864231414 -6.1070002586283099e-05 7.2114377440885141e-05 -0.00064812958546544609
leaf_weight=0.0010571348465081287 0.001022177820688845 0.0010997777527525293 0.0010118155138227431 0.0010215567308239108 0.0012504998752933428 0.0012483780431048143 0.0013543248426774088 0.0010708448702062968
leaf_count=274 715 396 155 228 591 419 871 261
internal_value=0 2.09371e-05 -1.8801e-05 3.3929e-05 -3.23144e-05 0.000195107 -0.000197662 -0.000373094
internal_weight=0 0.00911433 0.00801455 0.00695742 0.00593586 0.00249888 0.00343699 0.00208266
internal_count=3910 3195 2799 2525 2297 1010 1287 416
is_linear=0
shrinkage=0.00196078


Tree=7473
num_leaves=8
num_cat=0
split_feature=131 13 48 0 13 43 2
split_gain=9.84795e-06 1.98876e-05 3.40521e-05 5.78415e-05 5.31407e-05 2.5441e-05 3.0872e-05
threshold=0.08103500000000001 -0.09547499999999999 0.016865000000000002 -0.21145499999999998 -0.0019849999999999994 -0.094834999999999989 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.0099272396051977244 -0.0093532264420692294 -0.026047274624211386 -0.0069480832152162249 0.026034260568060158 -0.01343657889567401 0.016760658307497782 -0.0070733653754457759
leaf_weight=0.0019507058479545239 0.0010129037760486384 0.0010705067937395148 0.001119828497799135 0.0010124294113158933 0.0010093842409572293 0.0011771343968424756 0.0010095589969663563
leaf_count=423 634 1459 101 434 283 225 351
internal_value=0 0.00108801 -0.00160665 0.00871245 -0.0067637 -0.000304781 0.0057569
internal_weight=0 0.00834955 0.00639884 0.00213226 0.00426658 0.00319608 0.00218669
internal_count=3910 3276 2853 535 2318 859 576
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=7
num_cat=0
split_feature=150 15 4 43 16 3
split_gain=8.38392e-06 2.53713e-05 3.46809e-05 3.58084e-05 3.44678e-05 3.40622e-05
threshold=0.082085000000000019 -0.038029999999999987 0.044585000000000007 -0.083899999999999988 -0.055679999999999993 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.00079407837965203793 0.006299275812677578 0.013695905028438869 0.019569440747025588 -0.017591424180793305 -0.023219257417664979 0.0061971038661220341
leaf_weight=0.0019773205417998293 0.0017064969789510626 0.0010949705619887444 0.0010121943714207983 0.0014911431344771706 0.0010490164442620064 0.0010093560567403653
leaf_count=710 513 456 113 1297 674 147
internal_value=0 -0.0014539 0.00321821 -0.00138497 -0.0085673 -0.0079889
internal_weight=0 0.007634 0.00460766 0.00359547 0.00302634 0.0025005
internal_count=3910 3397 2013 1900 1384 1444
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=9
num_cat=0
split_feature=4 0 42 16 160 4 0 0
split_gain=3.75988e-05 7.3737e-05 3.92798e-05 4.61202e-05 4.41241e-05 4.75052e-05 8.516e-05 3.24259e-05
threshold=-0.48072499999999996 -0.017269999999999997 -1.0000000180025095e-35 -0.30307999999999996 -0.078154999999999988 0.0057500000000000008 -0.089879999999999974 -0.10783
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -7
right_child=1 -3 3 4 5 7 -8 -9
leaf_value=-0.00036721150139015096 -0.00034509951274017906 0.00047922185079486658 -0.00026019938682161865 -0.00025980283508253812 -0.00041860484558118568 0.00066011991066229397 0.00032887323113582937 0.00016421859518294109
leaf_weight=0.0010254809383228201 0.0013406631281783297 0.0012156485329885862 0.0017094680564294128 0.0010138755421351545 0.0010305913357949112 0.0010234170025742047 0.0013583925438552991 0.001004539948869967
leaf_count=208 1005 252 385 561 302 91 894 212
internal_value=0 2.75935e-05 -3.71423e-05 2.06799e-05 0.000109093 0.00019377 6.41629e-06 0.000414477
internal_weight=0 0.0096966 0.00848095 0.00714028 0.00543082 0.00441694 0.00238898 0.00202796
internal_count=3910 3702 3450 2445 2060 1499 1196 303
is_linear=0
shrinkage=0.00196078


Tree=7476
num_leaves=7
num_cat=0
split_feature=1 4 150 0 15 13
split_gain=8.82335e-06 2.79758e-05 2.45501e-05 2.81288e-05 3.4151e-05 8.38104e-06
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.11756999999999999 -0.074174999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.0022826254118655273 -0.01145412317763894 -0.01299773964328175 0.014499594726053618 0.019591201632538781 -0.0039873951379407009 0.010423936249769049
leaf_weight=0.0010274006890535008 0.0016347618791317771 0.001760707063519976 0.0013055128613229583 0.0010151462766218346 0.0015555996523351368 0.0010491848277082911
leaf_count=430 259 1579 348 373 721 200
internal_value=0 -0.00372496 0.00252037 -0.00119834 0.00532341 0.0041373
internal_weight=0 0.00383729 0.00551102 0.00420551 0.00257075 0.00207659
internal_count=3910 2209 1701 1353 1094 630
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=8
num_cat=0
split_feature=131 159 15 3 15 52 42
split_gain=8.00895e-06 2.11934e-05 3.43865e-05 2.87884e-05 6.05956e-05 3.26618e-05 3.14421e-05
threshold=0.08103500000000001 0.073745000000000019 -0.11739999999999999 0.11265500000000002 -0.016339999999999997 -0.014099999999999998 0.08622500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.017288520109935465 -0.0084291213525357674 0.014171972294242481 0.0064773518229472365 -0.01180208419565509 -0.012830076419245044 0.031179886055352674 0.0089369337273889817
leaf_weight=0.0010936898786975228 0.0010140558981103298 0.0010628850535129254 0.0011515695922908304 0.0012205663006150677 0.0017073850871693573 0.0010000984836802352 0.0010855229112072119
leaf_count=358 634 554 384 134 842 372 632
internal_value=0 0.000983825 -0.000947268 0.00195165 0.00534676 0.0179591 -0.00436987
internal_weight=0 0.00832172 0.00725883 0.00616514 0.00494458 0.00215167 0.00279291
internal_count=3910 3276 2722 2364 2230 756 1474
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=8
num_cat=0
split_feature=11 48 42 160 133 1 1
split_gain=1.64905e-05 2.26516e-05 3.47251e-05 2.72159e-05 4.09868e-05 3.39024e-05 4.64476e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.081519999999999995 0.083815000000000014 0.077800000000000022 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00033694833517579971 -0.00024925375228815924 0.00022284988031712698 -0.0002660054643317846 -0.00041823435375610754 0.00031094274677651647 0.00032564082067848896 -0.00022276803286003303
leaf_weight=0.0010120807871199797 0.0010016679798867814 0.0016607690172875883 0.0018174368962452286 0.0010438483767657202 0.001104885791240488 0.0010116762532497087 0.0014373746979993043
leaf_count=356 304 433 1243 618 412 209 335
internal_value=0 1.58337e-05 -3.04558e-05 4.58556e-05 -1.82207e-05 -0.000122343 3.77369e-06
internal_weight=0 0.00908807 0.0074273 0.00560987 0.00459779 0.0034929 0.00244905
internal_count=3910 3606 3173 1930 1574 1162 544
is_linear=0
shrinkage=0.00196078


Tree=7479
num_leaves=8
num_cat=0
split_feature=1 12 47 52 13 3 3
split_gain=7.64984e-06 2.15355e-05 2.62546e-05 3.38559e-05 3.26438e-05 2.212e-05 3.62405e-05
threshold=0.12864500000000004 0.10129000000000001 0.09252500000000001 -0.088354999999999989 -0.086679999999999993 0.088060000000000013 -0.08824499999999999
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=-0.012303943758694544 0.0078067061870879155 -0.014428725623403206 -0.012944672994865958 -0.0074802980790929204 0.0031231612099552435 0.00095824312206137284 0.02762428690410414
leaf_weight=0.001104246859850987 0.0010957877616019794 0.0010548814363058054 0.0011540010705456457 0.0011738207750066941 0.0010535345871405058 0.0012790272921993362 0.001413903573746186
leaf_count=597 331 438 289 531 431 135 1158
internal_value=0 -0.00108726 0.000873266 0.0035201 0.00707144 0.0116307 0.0171629
internal_weight=0 0.00823342 0.00717853 0.00602453 0.00492029 0.00374647 0.00246744
internal_count=3910 3579 3141 2852 2255 1724 1589
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=8
num_cat=0
split_feature=11 48 2 133 43 2 4
split_gain=1.99034e-05 3.88138e-05 3.961e-05 3.83797e-05 5.01384e-05 4.2435e-05 3.41435e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 0.087550000000000017 -0.08799499999999999 0.085805000000000006 -0.0010999999999999996
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=0.00031667833574391827 -0.00027215069288315566 0.00028668190289934763 0.00029017145672976716 -0.00044129230623686435 0.00031409536630357175 -0.00034617814072933627 -0.00018658432970750005
leaf_weight=0.0012061518523437077 0.0010053394044313132 0.0016920973361386716 0.0011651693187381199 0.0010723596991947222 0.0010125842613464804 0.0019589926042119107 0.0010845163207214383
leaf_count=305 304 433 448 753 676 728 263
internal_value=0 1.84363e-05 -4.20852e-05 -0.0001032 -3.43017e-05 -0.000138672 5.51687e-05
internal_weight=0 0.00919187 0.00749977 0.0063346 0.00526225 0.00405609 0.0020971
internal_count=3910 3606 3173 2725 1972 1667 939
is_linear=0
shrinkage=0.00196078


Tree=7481
num_leaves=8
num_cat=0
split_feature=4 0 52 4 150 1 3
split_gain=2.60425e-05 7.34833e-05 3.14491e-05 3.86148e-05 3.95248e-05 3.02171e-05 4.23288e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 -0.082054999999999975 0.084800000000000014 0.087545000000000026 0.096385000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00029947010798712839 -0.00031763966721009451 0.00049218696076187363 0.0003443838005278045 -0.0003774162482830586 0.00024832401648605039 0.00014888777413491803 -0.00032192375591353224
leaf_weight=0.0010097165378646243 0.001265533863753829 0.0011681920901802914 0.0011637293196087315 0.0013724844818763719 0.0013439634448329787 0.0019494489846469457 0.0011777130519076303
leaf_count=208 584 252 570 1125 362 653 156
internal_value=0 3.18407e-05 -3.31636e-05 1.82131e-05 -4.67424e-05 -0.000134873 -2.84234e-05
internal_weight=0 0.00944107 0.00827287 0.00700734 0.00584361 0.00449965 0.00312716
internal_count=3910 3702 3450 2866 2296 1934 809
is_linear=0
shrinkage=0.00196078


Tree=7482
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 13 52 1
split_gain=2.78066e-05 3.57365e-05 3.94091e-05 7.7306e-05 5.72105e-05 3.65716e-05 4.05977e-05 4.62438e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.074254999999999988 -0.09547499999999999 -0.069134999999999988 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00033333230413176864 -0.00031831995398226917 0.00032802172495272823 -0.00054758340363104073 0.00043319181142612056 0.00017623468547572733 -0.00050419112441971777 0.00028089620902759709 -0.00025794274399223321
leaf_weight=0.0012294686818582175 0.0010270230945397191 0.001065245917517138 0.0011290857138321272 0.0010260805029269696 0.0015754658085708247 0.0010610542081018028 0.0010017549808304634 0.0015752474563152999
leaf_count=235 291 372 1375 440 267 234 376 320
internal_value=0 2.10288e-05 -2.44977e-05 -7.54593e-05 9.97384e-06 -7.33203e-05 -0.00018139 -4.84805e-05
internal_weight=0 0.0096634 0.00843393 0.00736869 0.0062396 0.00521352 0.00363806 0.002577
internal_count=3910 3619 3384 3012 1637 1197 930 696
is_linear=0
shrinkage=0.00196078


Tree=7483
num_leaves=7
num_cat=0
split_feature=3 39 3 0 15 16
split_gain=8.60077e-06 2.33555e-05 2.45632e-05 4.42062e-05 2.44712e-05 2.02096e-05
threshold=0.13772500000000001 0.005105000000000001 -0.074234999999999982 -0.15291499999999997 -0.021529999999999997 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.012695171812713757 0.0075618985731954157 0.013031105493421874 0.0012602383156802965 -0.021958546523701508 0.0045715161785214046 -0.013861102037056143
leaf_weight=0.0014021341171817801 0.0012802882074935172 0.0010020690827836215 0.0017534623271866431 0.0015402641475369657 0.0012879049382500147 0.0011052960468189335
leaf_count=866 239 424 199 598 723 861
internal_value=0 -0.001259 -0.00327897 -0.00959769 0.00220465 -0.00394156
internal_weight=0 0.00809113 0.00708906 0.00329373 0.00379534 0.0023932
internal_count=3910 3671 3247 797 2450 1584
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=7
num_cat=0
split_feature=52 0 1 2 48 3
split_gain=8.43771e-06 2.42187e-05 4.6728e-05 5.0068e-05 3.53473e-05 2.93808e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.097940000000000013 0.084500000000000006 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0055237006083375196 -0.0075925640120460035 0.01216973263503467 -0.015198852650069969 0.023384192289911551 -0.017247280134203409 0.01575231155437827
leaf_weight=0.0013773665881717234 0.0012800349835184249 0.0015985560783469532 0.0018128161464753727 0.0010135277677077508 0.0010478154080912493 0.0012274878182506304
leaf_count=1455 647 378 429 473 314 214
internal_value=0 0.00114607 -0.00157378 0.00371955 -0.00173691 0.00450221
internal_weight=0 0.00807757 0.00647901 0.0046662 0.00365267 0.00260485
internal_count=3910 3263 2885 2456 1983 1669
is_linear=0
shrinkage=0.1


Tree=7485
num_leaves=7
num_cat=0
split_feature=40 51 1 3 16 15
split_gain=9.44932e-06 2.5547e-05 2.18518e-05 4.23319e-05 3.9002e-05 2.39651e-05
threshold=-0.064864999999999992 -0.09021499999999999 0.092550000000000007 -1.0000000180025095e-35 -0.063614999999999991 0.041585000000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0090051017088537515 0.015593308532837448 -0.01258949036533873 0.0010206732017749608 0.017755740654963711 -0.022847262798562581 0.0056903703938710123
leaf_weight=0.0010450628227797543 0.0010587639091463163 0.0014311591103259695 0.0018867217770309607 0.0014052894905257551 0.0010745541289655673 0.0014376062547666539
leaf_count=355 476 946 488 116 345 1184
internal_value=0 0.00108507 -0.00103796 0.00353643 -0.00764025 -0.00342902
internal_weight=0 0.00829409 0.00723533 0.00427405 0.00296128 0.00286877
internal_count=3910 3555 3079 2246 833 2130
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=7
num_cat=0
split_feature=15 16 2 4 49 1
split_gain=9.55724e-06 3.89249e-05 3.47799e-05 4.56287e-05 3.40784e-05 6.73047e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.11085000000000002 -0.08422499999999998 -0.00064499999999999985 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0085751174686342652 -0.018829157496996388 -0.015733914081823938 0.01652277491972828 -0.0090626182936462164 0.023742376247890259 -0.0075925261977320595
leaf_weight=0.0011314458885512092 0.0010895597053246957 0.0016729033776977896 0.0012621851094307465 0.0013760693625288539 0.0015820556043437755 0.0012095369803183061
leaf_count=459 284 689 414 480 1246 338
internal_value=0 -0.00122975 0.00147 -0.00178301 0.00381689 0.0101656
internal_weight=0 0.00819231 0.00710275 0.00584057 0.00416766 0.00279159
internal_count=3910 3451 3167 2753 2064 1584
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=7
num_cat=0
split_feature=4 4 1 160 2 52
split_gain=9.231e-06 2.10633e-05 3.114e-05 1.49249e-05 2.69357e-05 3.8844e-05
threshold=0.25367000000000006 0.055260000000000011 0.10420500000000001 0.084835000000000008 0.084235000000000018 0.086635000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0070725188620380675 0.0064528344305523448 -0.01252139755001927 0.016934792787046685 0.0084526988523057171 -0.023900354363242195 -2.6328718418416736e-05
leaf_weight=0.0012734981362613616 0.0017744867524529745 0.0014229339899590691 0.0010200518504507056 0.001043348273857032 0.0012142849070573484 0.0015532790577579862
leaf_count=738 534 362 349 298 925 704
internal_value=0 -0.00156489 0.000989044 -0.00221005 -0.00496303 -0.0105012
internal_weight=0 0.0075274 0.00610446 0.00508441 0.00404106 0.00276756
internal_count=3910 3376 3014 2665 2367 1629
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=8
num_cat=0
split_feature=11 3 42 3 43 13 0
split_gain=2.15612e-05 3.57004e-05 2.97712e-05 5.86044e-05 3.49267e-05 2.34763e-05 3.89628e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.057994999999999998 -0.09547499999999999 -0.15291499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.0003436047270833033 -0.00027945210022473229 0.00029066711645001867 -0.00048549917552930417 0.00033298513496314455 0.00014310095459794267 2.6488189257340276e-05 -0.00040094158834055508
leaf_weight=0.0011652367680312628 0.0010060487119279106 0.0010118831563598685 0.0010962553360920838 0.0010469559493751189 0.0014898185314125389 0.0019580887307524639 0.0014106262061140715
leaf_count=222 304 372 1375 582 263 205 587
internal_value=0 2.29194e-05 -2.37105e-05 -6.9144e-05 8.14543e-06 -6.18537e-05 -0.000152495
internal_weight=0 0.00917886 0.00801363 0.00700174 0.00590549 0.00485853 0.00336871
internal_count=3910 3606 3384 3012 1637 1055 792
is_linear=0
shrinkage=0.00196078


Tree=7489
num_leaves=8
num_cat=0
split_feature=3 47 16 42 52 1 2
split_gain=1.40563e-05 3.55703e-05 3.91895e-05 2.83626e-05 4.29776e-05 4.47567e-05 6.63577e-05
threshold=0.13772500000000001 0.10887000000000001 -0.49150499999999991 -1.0000000180025095e-35 -0.072349999999999984 0.094695000000000015 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00035804867773448965 0.00017990683638366043 -0.00037430515129233084 -0.00032591220153444921 -0.00023621582793275953 -0.00038191771833091977 0.00048666148447795233 0.00025628601199763785
leaf_weight=0.0010826829739514947 0.0013694285789736674 0.0010384650077679691 0.0011387604521089882 0.0017652421771640072 0.0010436462227562209 0.0010132145205949861 0.0015666210152796101
leaf_count=251 239 202 949 707 570 315 677
internal_value=0 -3.38961e-05 1.25553e-05 -4.47501e-05 1.46659e-05 0.000136887 1.11715e-06
internal_weight=0 0.00864863 0.00761017 0.00652748 0.00538872 0.00362348 0.00261027
internal_count=3910 3671 3469 3218 2269 1562 1247
is_linear=0
shrinkage=0.00196078


Tree=7490
num_leaves=7
num_cat=0
split_feature=1 4 16 51 0 43
split_gain=1.13744e-05 3.4392e-05 2.22637e-05 3.88834e-05 3.20219e-05 2.19176e-05
threshold=0.085990000000000011 -0.082054999999999975 -0.055679999999999993 -0.088439999999999977 -0.15713499999999997 0.0016850000000000001
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-9.6822889430522169e-05 -4.9310288237706917e-05 -0.00027744980075394468 0.00017768227763261319 -0.00033437546465906148 0.00032195689959742095 0.00029440005455473622
leaf_weight=0.0012049937734798614 0.0016890141412128404 0.0019010192312015816 0.0010504644320563968 0.0012469198741236658 0.0018955586673439118 0.0010137291547144683
leaf_count=539 195 1579 270 529 707 91
internal_value=0 -8.39049e-05 5.04444e-05 -0.00010024 0.00014702 8.19259e-05
internal_weight=0 0.00411974 0.00588196 0.00229738 0.00358457 0.00221872
internal_count=3910 2209 1701 799 902 630
is_linear=0
shrinkage=0.00196078


Tree=7491
num_leaves=8
num_cat=0
split_feature=50 3 3 43 160 3 16
split_gain=2.52551e-05 3.46502e-05 5.94004e-05 4.54889e-05 7.31095e-05 4.66949e-05 2.07464e-05
threshold=0.086465000000000014 -0.10628499999999998 -0.076734999999999984 -0.074254999999999988 -0.022899999999999997 0.094625000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00026153973376124136 -0.0002880346242654237 -0.00036622690779559411 0.0004053577790942679 0.00042333270411113854 -0.00041310816728658208 -0.00016600808721824303 0.00022028976164722733
leaf_weight=0.00198464529520701 0.0010601708713402743 0.0015909317313340041 0.0011780409519020459 0.0010832978558867144 0.0015653304536895531 0.0010400156566487454 0.0010996950735342142
leaf_count=437 715 1450 373 245 416 153 121
internal_value=0 3.09679e-05 -2.95831e-05 6.01828e-05 -2.47382e-05 -0.000155747 3.2528e-05
internal_weight=0 0.00954196 0.00755731 0.00596638 0.00478834 0.00370504 0.00213971
internal_count=3910 3195 2758 1308 935 690 274
is_linear=0
shrinkage=0.00196078


Tree=7492
num_leaves=7
num_cat=0
split_feature=0 52 15 15 150 1
split_gain=9.08859e-06 2.31289e-05 1.99634e-05 7.89724e-05 4.87353e-05 3.95706e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.0089749999999999986 0.085285000000000014 0.082965000000000025 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.014798769600785132 0.006056593472553818 -0.024966681204717955 0.027400269530786805 -0.0090438182067062358 0.01321903357641438 -0.00056211159927220381
leaf_weight=0.0011315851971969177 0.0019357648767183737 0.0011680423745070668 0.0011127992154395063 0.0012768413044179569 0.0011864128599882741 0.0015408718941095523
leaf_count=597 446 694 429 1055 360 329
internal_value=0 -0.00163791 0.000731655 0.00792733 -0.00368263 -0.011085
internal_weight=0 0.00741655 0.00628497 0.00238964 0.00389533 0.00270891
internal_count=3910 3464 2867 1484 1383 1023
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=7
num_cat=0
split_feature=47 159 42 0 43 4
split_gain=8.75482e-06 1.76457e-05 3.31478e-05 4.56716e-05 6.33271e-05 3.21734e-05
threshold=0.09550500000000002 0.073745000000000019 0.084685000000000024 -0.21145499999999998 0.0016850000000000001 -0.0021099999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0081104489060766609 0.0062496494864871938 0.010164761178538996 0.0078959045391269519 -0.012103023614224998 0.0064420445376583788 -0.035692904318159607
leaf_weight=0.0012703679943478221 0.0017885135080803931 0.0011013940146762094 0.0018207094427074933 0.0012145412268309212 0.0010325297336560828 0.0011034110821039177
leaf_count=139 389 623 1285 910 269 295
internal_value=0 -0.00153218 -0.00353215 -0.00803504 -0.0141568 -0.0233325
internal_weight=0 0.00754295 0.00644156 0.00462085 0.00335048 0.00231795
internal_count=3910 3521 2898 1613 1474 1205
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=8
num_cat=0
split_feature=11 48 2 150 43 12 0
split_gain=1.83295e-05 3.33095e-05 3.68509e-05 3.56953e-05 3.73881e-05 3.7879e-05 3.43396e-05
threshold=0.076265000000000013 0.09227500000000001 0.11260500000000001 0.084525000000000003 -0.074254999999999988 0.091405000000000014 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-7.543654839902167e-05 -0.00025808214041493719 0.00028621033560773161 0.00028837780155668993 -0.00042869768875322233 6.493052932254435e-05 0.0004347199469817186 -0.00033225833841607629
leaf_weight=0.0011647659180928859 0.0010014249761523862 0.0015242210196690599 0.0011816094152996177 0.0010008251918305344 0.0014999411277143242 0.0010769379437263883 0.0018931168620471245
leaf_count=691 291 409 452 290 221 291 1265
internal_value=0 2.10498e-05 -3.0652e-05 -8.74622e-05 -2.68532e-05 0.000169648 -0.000156676
internal_weight=0 0.00934142 0.0078172 0.00663559 0.00563476 0.0022417 0.00339306
internal_count=3910 3619 3210 2758 2468 982 1486
is_linear=0
shrinkage=0.00196078


Tree=7495
num_leaves=7
num_cat=0
split_feature=1 4 48 47 16 0
split_gain=9.52461e-06 2.64571e-05 2.18589e-05 3.74202e-05 5.18901e-05 1.8e-05
threshold=0.085990000000000011 -0.15333499999999997 0.087945000000000009 0.09252500000000001 -0.022939999999999999 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=0.0061270826118655138 0.026370629641812172 -0.020194121007070711 -0.0065102266073330181 -0.0077975169912210419 -0.002429735162009524 -0.0023716701094603446
leaf_weight=0.0015693433336122177 0.0014333512953898847 0.0010695981397190807 0.0017715775783862442 0.0011717316114691024 0.0011100861092204232 0.001205208387548758
leaf_count=166 673 721 349 181 498 1322
internal_value=0 -0.00386105 0.00263019 0.0069888 0.0138007 -0.0107517
internal_weight=0 0.00384415 0.00548675 0.00371517 0.00254344 0.00227481
internal_count=3910 2209 1701 1352 1171 2043
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=9
num_cat=0
split_feature=4 0 43 16 15 13 4 48
split_gain=3.08589e-05 5.77033e-05 3.27467e-05 4.26867e-05 3.32985e-05 4.4684e-05 3.5701e-05 6.33336e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 -0.078844999999999985 0.079360000000000014 -0.057284999999999996 0.080255000000000007 0.084500000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=-0.00032894736023134313 4.0606672842175378e-05 0.00043350977352484465 0.00039009153238259039 -0.00050932144453931017 -0.00023865209931292052 0.00048800918402061187 -0.0003005437973439128 -0.0001674169280724402
leaf_weight=0.0010153680559142836 0.0010857700723913002 0.0011957577774105227 0.0015796095585696433 0.0010849307610072247 0.0012641654877473063 0.0010378201427605435 0.0010947561792637762 0.0012489600133806754
leaf_count=208 406 252 610 778 1088 207 195 166
internal_value=0 3.05185e-05 -2.68754e-05 -0.000234251 4.54344e-05 0.000117823 -9.36068e-06 0.000130038
internal_weight=0 0.00959177 0.00839601 0.0021707 0.00622531 0.00496115 0.00338154 0.00228678
internal_count=3910 3702 3450 1184 2266 1178 568 373
is_linear=0
shrinkage=0.00196078


Tree=7497
num_leaves=8
num_cat=0
split_feature=50 16 160 52 2 16 43
split_gain=2.74723e-05 3.15353e-05 4.73195e-05 3.60903e-05 5.26769e-05 3.95901e-05 2.89983e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.070974999999999996 0.084240000000000023 0.085005000000000011 -0.23935499999999996 -0.044024999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00035832294839333284 -0.0003118057128492498 0.00050283596311857489 0.00020358563139947835 -0.00037173947715395697 6.3447905867825932e-05 -0.00042421446798530292 -0.00018487496999999704
leaf_weight=0.0012042018466658162 0.001004959170062803 0.0011117601481734725 0.0016433721619418186 0.0011948372124455445 0.0015621264257203594 0.0010843061220615041 0.0013422711397635058
leaf_count=275 715 428 555 871 293 359 414
internal_value=0 2.97399e-05 0.000157526 -7.40346e-05 1.8342e-05 -0.000136359 2.89434e-05
internal_weight=0 0.00914288 0.0040974 0.00504547 0.00385063 0.00264643 0.00298564
internal_count=3910 3195 1397 1798 927 652 969
is_linear=0
shrinkage=0.00196078


Tree=7498
num_leaves=7
num_cat=0
split_feature=1 457 49 42 160 0
split_gain=9.2708e-06 2.13391e-05 2.48045e-05 3.61496e-05 2.41244e-05 4.43502e-05
threshold=0.12864500000000004 0.069705000000000003 -0.014989999999999998 0.088915000000000008 -0.07415999999999999 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.017679107432694071 0.0085936555211822401 0.010562994667423638 0.016246344040715933 -0.015745270638190076 0.009155055378474759 -0.013359947523800484
leaf_weight=0.0010342052139746712 0.0010969892425518228 0.0013011127342688273 0.0010877586802577966 0.0012836278746785092 0.0019834844924192952 0.0015653338919607296
leaf_count=307 331 313 491 918 764 786
internal_value=0 -0.00119108 -0.00339017 -0.000894029 0.00321751 -0.000775996
internal_weight=0 0.00825552 0.00695441 0.0059202 0.00463658 0.00354882
internal_count=3910 3579 3266 2959 2041 1550
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=8
num_cat=0
split_feature=43 3 52 16 0 15 3
split_gain=9.1974e-06 3.63619e-05 2.46505e-05 3.24178e-05 3.03108e-05 2.02371e-05 1.82031e-05
threshold=-0.049504999999999987 -0.075954999999999981 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 -0.10469999999999999 -0.100615
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 -1
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.005215306209154503 -0.014492752440177177 0.01825855823848984 -0.0016645425892819121 0.015580225205786963 0.0068834751332168473 -0.021558839622477413 -0.013425344570790573
leaf_weight=0.0010988622022267663 0.0013100938305499457 0.0011814472894299301 0.0010166177328239214 0.0011543909781201065 0.0015460060655425557 0.0010287252692830874 0.0010011661820993544
leaf_count=272 427 565 200 228 1050 181 987
internal_value=0 0.00422414 -0.00234974 0.00100242 -0.00368342 -0.0116706 -0.00367143
internal_weight=0 0.00328148 0.00605583 0.00474574 0.00359135 0.00204534 0.00210003
internal_count=3910 1824 2086 1659 1431 381 1259
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=7
num_cat=0
split_feature=52 12 133 13 4 4
split_gain=9.2178e-06 2.54614e-05 3.42226e-05 8.37468e-05 2.53809e-05 2.91486e-05
threshold=0.11401500000000002 0.095000000000000015 -0.0056849999999999991 -0.083514999999999992 0.063160000000000008 -0.048489999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.018635327797252806 -0.0079193031085029193 0.011653364572411328 0.024801669303712935 -0.01285310956552466 -0.018573299724915691 0.0074403160511988175
leaf_weight=0.0010130054969660048 0.0012795545525048921 0.0018116015956067977 0.0011865225598504626 0.0011755941709973394 0.0010760475271444844 0.0017787028380912219
leaf_count=778 647 696 628 485 231 445
internal_value=0 0.00121863 -0.00181571 0.00145031 -0.00542427 -0.000634983
internal_weight=0 0.00804147 0.00622987 0.00521687 0.00403034 0.0029543
internal_count=3910 3263 2567 1789 1161 930
is_linear=0
shrinkage=0.1


Tree=7501
num_leaves=7
num_cat=0
split_feature=4 1 3 13 16 4
split_gain=9.30393e-06 1.83495e-05 2.35032e-05 2.62434e-05 2.9421e-05 2.55642e-05
threshold=0.24280000000000004 0.11215000000000001 0.094625000000000015 -0.083654999999999993 -0.057604999999999996 -0.034289999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.016854771821264485 0.0062858974783239936 -0.011822536534335565 0.012727786828961371 -0.0092960187145674188 -0.0015606673306202206 0.020036128506411274
leaf_weight=0.0010001346944950818 0.001863815497512294 0.0014239832832925944 0.0012962782700171593 0.0015211262954337038 0.0011427239908146567 0.0010532836982537054
leaf_count=844 549 290 158 978 564 527
internal_value=0 -0.00161525 0.000801791 -0.0024754 0.00139352 0.00879793
internal_weight=0 0.00743753 0.00601355 0.00471727 0.00371713 0.00219601
internal_count=3910 3361 3071 2913 2069 1091
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=7
num_cat=0
split_feature=42 49 0 3 3 2
split_gain=8.3177e-06 2.52813e-05 2.50319e-05 4.39832e-05 2.67361e-05 2.18986e-05
threshold=-0.082904999999999993 -0.047894999999999993 -0.074514999999999984 -0.078884999999999997 -0.074234999999999982 0.085455000000000017
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
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leaf_value=0.0072994673266295225 0.0092244415564574963 -0.027204227886758484 0.014623118441859359 0.0087376078081675204 -0.0064182350822044919 -0.0097292643887096509
leaf_weight=0.0013275121587154664 0.0017868881356590156 0.0010126204352632149 0.0011578019434808347 0.0010263509331329267 0.0012622265210429097 0.0017153685116524599
leaf_count=577 458 1168 451 267 457 532
internal_value=0 -0.00125062 -0.00428215 -0.00939419 0.00364847 -0.00281627
internal_weight=0 0.00796126 0.00617437 0.00375434 0.00242003 0.00274172
internal_count=3910 3333 2875 1967 908 799
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=9
num_cat=0
split_feature=15 15 133 160 42 4 16 3
split_gain=1.92051e-05 3.20293e-05 3.19383e-05 4.00755e-05 4.30974e-05 5.40937e-05 8.98786e-05 7.14242e-05
threshold=-0.106555 -0.19153499999999998 -0.083144999999999983 -1.0000000180025095e-35 0.091145000000000018 -0.0025899999999999994 1.0000000180025095e-35 0.094625000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 -7
right_child=2 -3 3 4 -6 7 -8 -9
leaf_value=-7.0443636524622727e-05 0.00027716539964107843 0.00041614567968494757 -0.0004163958186242603 0.00049438364939356327 0.00029421943905704004 -0.00064182262159600103 -0.00028181810117979499 3.9087891158074269e-05
leaf_weight=0.0010678777524183937 0.0010374472972508328 0.0010139011447693473 0.0012090609768537703 0.0011363454482674587 0.0012781530519653068 0.0012511944300088403 0.0011580351580592289 0.0011246526045133442
leaf_count=417 488 254 891 662 462 253 373 110
internal_value=0 0.000166543 -4.43563e-05 -9.09598e-05 -2.48121e-05 -0.000112125 0.000102614 -0.000319501
internal_weight=0 0.00208178 0.00819489 0.00715744 0.00594838 0.00467023 0.00229438 0.00237585
internal_count=3910 671 3239 2751 1860 1398 1035 363
is_linear=0
shrinkage=0.00196078


Tree=7504
num_leaves=7
num_cat=0
split_feature=49 4 16 160 16 43
split_gain=1.01512e-05 2.51617e-05 2.73943e-05 3.32283e-05 2.55622e-05 6.51291e-05
threshold=0.10406000000000001 0.15927500000000003 -0.092424999999999993 -0.026849999999999995 -0.055679999999999993 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.017194155491021806 0.0094847249244427341 0.009120867345564011 0.014889088343940208 0.0059195685958594556 0.0041796271878190771 -0.027004967617568043
leaf_weight=0.0012841081609554321 0.001000904325676827 0.0018448943013109976 0.0010623128962301207 0.0014151272212490165 0.0014046208928589887 0.0012800509224345246
leaf_count=469 384 514 676 920 472 475
internal_value=0 -0.00117659 -0.0041237 -0.000872342 -0.00495634 -0.0106892
internal_weight=0 0.00829111 0.00644622 0.00516211 0.0040998 0.00268467
internal_count=3910 3526 3012 2543 1867 947
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=9
num_cat=0
split_feature=50 15 40 2 3 2 12 15
split_gain=2.09599e-05 3.55624e-05 3.87539e-05 5.84043e-05 6.99381e-05 4.13783e-05 2.84829e-05 1.43872e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.064864999999999992 0.11230000000000001 0.094625000000000015 0.093070000000000014 0.086935000000000012 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
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leaf_weight=0.0010197727336416227 0.0010501545581998234 0.0010298054953843654 0.0011491086814513155 0.0011111267530623014 0.0011684105512069845 0.0011788474325194935 0.0016965710870073441 0.0010042415263651994
leaf_count=413 715 231 251 338 139 499 846 478
internal_value=0 2.24592e-05 -1.9813e-05 3.03661e-05 0.000104587 4.18215e-06 0.000102603 0.000252304
internal_weight=0 0.00935788 0.00833811 0.00730831 0.00619718 0.00502877 0.00384992 0.00215335
internal_count=3910 3195 2782 2551 2213 2074 1575 729
is_linear=0
shrinkage=0.00196078


Tree=7506
num_leaves=7
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split_feature=49 2 457 3 3 4
split_gain=8.57064e-06 2.2612e-05 2.51804e-05 6.323e-05 5.12226e-05 2.31912e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.075954999999999981 -0.082054999999999975
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-9.5552433456379401e-05 0.0087066583465168559 0.01001439838871278 0.0095944766118120153 -0.026407486495093769 0.012504902008020694 -0.018948774681459595
leaf_weight=0.001294166266006613 0.0010012093341226656 0.0015021396505189681 0.0012007956392038662 0.0012283279207958298 0.0017518368648663687 0.0013158473521484107
leaf_count=702 378 501 250 164 625 1290
internal_value=0 -0.00108811 -0.00354395 -0.00636614 -0.000722356 -0.00960047
internal_weight=0 0.00829311 0.00679097 0.00559018 0.00436185 0.00261001
internal_count=3910 3532 3031 2781 2617 1992
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=7
num_cat=0
split_feature=13 16 1 3 52 2
split_gain=8.87551e-06 2.54165e-05 3.15472e-05 3.36096e-05 3.26654e-05 1.80728e-05
threshold=-0.094679999999999986 0.23932500000000004 0.077800000000000022 -0.015064999999999997 -0.0066199999999999991 0.106035
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
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leaf_weight=0.0011560795354780421 0.0018742351949815952 0.0011995006246152563 0.001129181010345376 0.0012503708544973091 0.0016162204517751822 0.0010503063294730322
leaf_count=300 1656 494 798 191 265 206
internal_value=0 -0.00175913 -0.0044696 0.000551199 -0.00520492 0.00550592
internal_weight=0 0.00706951 0.00587001 0.00399577 0.00286659 0.00220639
internal_count=3910 3404 2910 1254 456 506
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=7
num_cat=0
split_feature=2 160 0 12 42 0
split_gain=9.85168e-06 4.19232e-05 3.22248e-05 4.91111e-05 2.26183e-05 9.98065e-06
threshold=0.086545000000000025 0.088785000000000017 -0.13506999999999997 0.086935000000000012 0.084100000000000022 -0.099024999999999988
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0076850899056604381 -0.012168662205984601 0.020353532734675557 0.019426946520829293 -0.0060910854544285187 -0.016901018140503099 -0.0054987215348220111
leaf_weight=0.001144681589924102 0.0017970934747495843 0.0010676333680401488 0.0013041035244643398 0.0017885850661917356 0.0010073134806458518 0.0011522166369526583
leaf_count=152 355 290 583 1072 780 678
internal_value=0 0.00240074 -0.00151907 0.00466918 -0.00440751 0.00107156
internal_weight=0 0.00595742 0.00488978 0.00309269 0.00330421 0.0022969
internal_count=3910 2300 2010 1655 1610 830
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=8
num_cat=0
split_feature=50 156 133 160 16 1 47
split_gain=1.42595e-05 2.75341e-05 2.65229e-05 5.51464e-05 4.46616e-05 3.60682e-05 4.99579e-05
threshold=0.086465000000000014 0.083820000000000019 0.090085000000000012 0.087825000000000014 0.15100500000000003 1.0000000180025095e-35 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00022065420600313995 -0.00022746691011120535 -0.00028486796910245091 -0.00020931882884248586 -0.00029291800976992047 0.00046973654780478239 0.00037934027230005467 -0.00014450026716431399
leaf_weight=0.0011354388626924885 0.0010146009752421406 0.001025721133869781 0.0012251218442951772 0.0011233854784172227 0.0015235371613814509 0.0019279115974421186 0.0010989226259302566
leaf_count=848 715 525 551 282 272 598 119
internal_value=0 1.76562e-05 5.62787e-05 0.000104065 0.0001825 7.73617e-05 0.000189155
internal_weight=0 0.00906004 0.00803432 0.0068092 0.00568581 0.00416227 0.00302683
internal_count=3910 3195 2670 2119 1837 1565 717
is_linear=0
shrinkage=0.00196078


Tree=7510
num_leaves=9
num_cat=0
split_feature=50 4 40 160 12 0 3 2
split_gain=1.30088e-05 2.63702e-05 3.23436e-05 4.40034e-05 5.55267e-05 6.06519e-05 4.99231e-05 5.71338e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.070894999999999986 -0.015794999999999997 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.0003466843339173355 -0.00021481763390910198 0.00030406110727525639 0.00062958616776723013 -0.00029144689558386944 -0.0004693059306178271 0.0001640825128652881 0.00042655522505969089 -0.0002276777966699471
leaf_weight=0.0010229031076723037 0.001027436353864832 0.0010888127065226622 0.0010353107416329163 0.0013359186440555096 0.0010586671260843375 0.0012889198703721406 0.0010328712755684651 0.0010200142534842471
leaf_count=274 731 396 618 308 927 390 80 186
internal_value=0 1.82251e-05 -2.17027e-05 2.73876e-05 0.000105746 -0.00012155 0.000278531 0.000101487
internal_weight=0 0.00888342 0.00779461 0.0067717 0.00543578 0.00234759 0.0030882 0.00205289
internal_count=3910 3179 2783 2509 2201 1317 884 266
is_linear=0
shrinkage=0.00196078


Tree=7511
num_leaves=9
num_cat=0
split_feature=11 3 47 1 43 3 0 15
split_gain=3.69755e-05 3.49303e-05 3.5614e-05 4.15142e-05 2.67914e-05 4.72356e-05 2.64036e-05 1.99104e-05
threshold=0.076265000000000013 -0.10628499999999998 0.087850000000000025 0.099595000000000017 -0.082484999999999989 0.094625000000000015 -0.10071499999999999 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -4
right_child=-2 2 7 -5 5 -7 -8 -9
leaf_value=0.00034077122092125375 -0.00036071128804234111 0.00024104201882877774 -0.00042855264237280221 0.0003278056668165433 -5.9003554826065859e-05 0.00019560542744205997 -0.00048665390124190443 -5.0738068440992112e-05
leaf_weight=0.0012328384480839892 0.0010157879897617099 0.0010358181425813105 0.0010208681401686463 0.001661398127153494 0.0010393606717032096 0.0011958141651404047 0.0011912474786216127 0.0011297153244636058
leaf_count=235 291 572 195 581 193 101 1499 243
internal_value=0 3.28649e-05 -1.30124e-05 6.32219e-05 -3.52889e-05 -0.000118825 -0.000287389 -0.000230084
internal_weight=0 0.00950706 0.00827422 0.00612364 0.00446224 0.00342642 0.00223061 0.00215058
internal_count=3910 3619 3384 2946 2365 1793 1692 438
is_linear=0
shrinkage=0.00196078


Tree=7512
num_leaves=8
num_cat=0
split_feature=52 13 12 16 16 1 12
split_gain=9.16236e-06 2.37301e-05 2.61652e-05 2.61823e-05 3.27578e-05 5.44419e-05 6.37236e-06
threshold=0.11401500000000002 -0.090744999999999978 0.095920000000000019 -0.094359999999999986 0.050115000000000007 0.090475000000000014 0.088755000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.016155979260940468 -0.0079056182504525993 -0.016835316333077787 0.012500534232274202 -0.0072243445572603999 -0.013057817371719066 0.02412822932759463 0.0050668019179144937
leaf_weight=0.0010017152678439933 0.0012773079412809118 0.0013603725264567765 0.001028716678941187 0.0012352122610450613 0.001313596414683791 0.0010040291407952514 0.0010735938737761043
leaf_count=371 647 380 568 1064 464 267 149
internal_value=0 0.0012136 -0.00200165 -0.00503808 -0.000520951 0.0068335 0.0104194
internal_weight=0 0.00801724 0.00594193 0.00491321 0.00355284 0.00223924 0.00207531
internal_count=3910 3263 2743 2175 1795 1331 520
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=7
num_cat=0
split_feature=2 160 16 0 12 4
split_gain=9.53331e-06 3.30037e-05 2.74119e-05 6.22172e-05 3.9502e-05 2.12826e-05
threshold=0.086545000000000025 0.088785000000000017 -0.50388999999999984 -0.13506999999999997 0.085945000000000008 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=0.0046759770611287856 0.013299809171598188 0.018288313298290022 -0.025906280170933962 0.016811534437804195 -0.0072240374796219801 -0.011467416868759437
leaf_weight=0.0014626147753048055 0.0010389385693758461 0.0010672133827067335 0.0010399202402771109 0.0011655212481987522 0.0016542712950204784 0.0018490770047248112
leaf_count=1178 189 290 229 488 1104 432
internal_value=0 0.00235313 -0.00111849 -0.00499954 0.00271073 -0.00433766
internal_weight=0 0.00596586 0.00489865 0.00385971 0.00281979 0.00331169
internal_count=3910 2300 2010 1821 1592 1610
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=8
num_cat=0
split_feature=50 15 47 160 12 16 0
split_gain=2.84573e-05 4.01814e-05 4.28509e-05 3.56637e-05 7.13132e-05 6.5251e-05 5.96093e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.087825000000000014 0.086935000000000012 -0.019979999999999994 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.00040286416131048917 -0.00031199952547754156 0.00067139053061862121 -0.00030265094111836944 -0.00022646739916757426 -0.00048315603161446435 7.9788752400642606e-05 0.00013477490573298755
leaf_weight=0.0010113102891341061 0.001014474332694402 0.0012647582568642369 0.0015718541774465611 0.0013654437802027887 0.0010089664097319593 0.0016543776416740666 0.0014814672862878886
leaf_count=413 715 460 258 335 736 530 463
internal_value=0 3.37451e-05 -1.09775e-05 5.66929e-05 0.000128166 0.000336109 -0.000115572
internal_weight=0 0.00935818 0.00834687 0.00677501 0.00540957 0.00291914 0.00249043
internal_count=3910 3195 2782 2524 2189 990 1199
is_linear=0
shrinkage=0.00196078


Tree=7515
num_leaves=9
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split_feature=50 15 47 42 160 133 52 4
split_gain=2.9292e-05 3.76258e-05 4.30245e-05 4.15435e-05 4.18222e-05 5.53376e-05 4.9023e-05 5.72166e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -1.0000000180025095e-35 0.087825000000000014 0.084630000000000025 0.071660000000000015 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00039024776921472819 -0.00031475623639442798 -0.00030813681665640535 -0.00030032017934566459 -0.00016826903473960103 -0.00018501287547792426 -0.00019213225396027292 0.0006677381034536279 0.00044936864994068809
leaf_weight=0.0010144394517570101 0.001029725944693618 0.0010111754474765094 0.0015861623171341092 0.0010564543424897348 0.001311223202366962 0.0010022822566961333 0.0011228698293980596 0.0012697052057293187
leaf_count=413 715 739 258 391 252 516 329 297
internal_value=0 3.36411e-05 -9.63181e-06 5.84371e-05 0.000122761 0.000213422 0.000331276 0.000168861
internal_weight=0 0.00937431 0.00835987 0.00677371 0.00576253 0.00445131 0.00344903 0.00232616
internal_count=3910 3195 2782 2524 1785 1533 1017 688
is_linear=0
shrinkage=0.00196078


Tree=7516
num_leaves=7
num_cat=0
split_feature=11 48 42 133 1 15
split_gain=3.18766e-05 3.46015e-05 3.56364e-05 3.76981e-05 5.87222e-05 4.76863e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 0.065880000000000008 0.11198000000000001 -0.008624999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00041846258013857789 -0.00033499449316513191 0.0002732554059800628 -0.00025842660887026781 0.00033822510893206665 0.00036072544893087408 4.0600926923385253e-05
leaf_weight=0.0015412090460419072 0.0010336127381470944 0.001791821270099238 0.0019521848758127626 0.0013267772397763302 0.0010924542124867579 0.0019975415909617147
leaf_count=386 291 434 1250 598 216 735
internal_value=0 2.7223e-05 -2.85085e-05 4.68261e-05 -3.66557e-05 -0.000159332
internal_weight=0 0.00970199 0.00791017 0.00595798 0.0046312 0.00353875
internal_count=3910 3619 3185 1935 1337 1121
is_linear=0
shrinkage=0.00196078


Tree=7517
num_leaves=7
num_cat=0
split_feature=51 457 42 47 4 2
split_gain=9.52225e-06 2.07662e-05 3.11029e-05 2.60538e-05 3.51145e-05 6.19889e-05
threshold=0.08955500000000001 0.082870000000000013 -0.082904999999999993 0.09252500000000001 0.05309500000000001 0.088485000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.014059571090697937 -0.0084576508491191523 0.014264878819316104 -0.024804263340596742 -0.015868366904114719 0.012553252960857847 0.0046404159751248664
leaf_weight=0.0011790643793183524 0.0011740005152514046 0.0010550977490468719 0.0011311438540189526 0.0013608749470817765 0.001480437217302585 0.0019434111393739459
leaf_count=486 487 276 1085 295 557 724
internal_value=0 0.00117527 -0.000771308 -0.00372718 -9.98138e-05 -0.00619243
internal_weight=0 0.00815003 0.00709493 0.00591587 0.00455499 0.00307455
internal_count=3910 3423 3147 2661 2366 1809
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=9
num_cat=0
split_feature=4 0 42 15 3 0 151 15
split_gain=5.90695e-05 4.7569e-05 3.25157e-05 7.02567e-05 8.40832e-05 3.78323e-05 5.10829e-05 5.13258e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.091230000000000019 0.085285000000000014 -0.08348499999999999 -0.10131499999999999 -0.0088999999999999982 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00045187035465442507 0.0004873148234664499 0.00040614677907655931 0.00024069326199418578 -0.00052326410849763835 -0.00036012185886745033 -0.00041272773447933574 -0.00016281400952780314 0.00039167917397770868
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leaf_count=208 697 252 816 754 174 681 188 140
internal_value=0 3.99532e-05 -1.051e-05 -6.77234e-05 1.59722e-05 -9.8623e-05 -2.44024e-06 0.000146531
internal_weight=0 0.00989687 0.00869822 0.00708464 0.00598502 0.0048145 0.00368585 0.0026021
internal_count=3910 3702 3450 2634 1880 1183 502 328
is_linear=0
shrinkage=0.00196078


Tree=7519
num_leaves=7
num_cat=0
split_feature=160 133 42 2 3 43
split_gain=9.38962e-06 2.80157e-05 2.79314e-05 3.10411e-05 3.61447e-05 3.17487e-05
threshold=0.087825000000000014 0.087550000000000017 0.094640000000000016 0.10705000000000002 0.084925000000000014 -0.06705499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
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leaf_count=706 427 861 326 459 198 933
internal_value=0 0.00127528 0.00371394 0.00102886 0.00573405 -0.000115224
internal_weight=0 0.0079632 0.00681174 0.00579316 0.0040994 0.00295337
internal_count=3910 3483 2622 2296 1837 1639
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=8
num_cat=0
split_feature=50 15 16 0 48 4 4
split_gain=2.46318e-05 3.87496e-05 4.42352e-05 3.9702e-05 5.49329e-05 4.54314e-05 3.93369e-05
threshold=0.086465000000000014 -0.14868999999999996 -0.38486499999999996 -0.10575999999999998 0.084905000000000022 -0.025214999999999998 -0.23071499999999998
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=0.00039044159114792607 -0.00029255344752223734 -0.00036705121507496372 0.00055090944491734757 -0.00013025262261691825 -6.0288484259811128e-05 -0.00031517288071234741 0.00031916366685992001
leaf_weight=0.0010074800596468298 0.0010271866250570359 0.0011870445869277494 0.0011708817739736702 0.0015616139537756328 0.0010932390729759007 0.0017105318073026262 0.0014386055003213227
leaf_count=428 715 280 170 245 126 772 1174
internal_value=0 2.76386e-05 -1.71446e-05 4.24055e-05 0.00025579 -6.01532e-05 8.52425e-05
internal_weight=0 0.0091694 0.00816192 0.00697487 0.00226412 0.00471075 0.00300022
internal_count=3910 3195 2767 2487 296 2191 1419
is_linear=0
shrinkage=0.00196078


Tree=7521
num_leaves=8
num_cat=0
split_feature=50 15 47 160 12 0 16
split_gain=2.38019e-05 4.85364e-05 5.16525e-05 3.68472e-05 9.57652e-05 7.13041e-05 6.22241e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.087825000000000014 0.086935000000000012 -0.076734999999999984 -0.019979999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00043212320647959164 -0.00028119090502787237 0.00069002993337808336 -0.00033723290101504358 -0.00023176298654639863 -0.00055604225497834755 0.000119975437129144 0.00011653658211186861
leaf_weight=0.0010267507836712762 0.001052639105137935 0.0012849785636480926 0.0015939729986672356 0.0013765934569266725 0.0010158936601290737 0.0014648378511552297 0.001676240572550019
leaf_count=413 715 460 258 335 736 463 530
internal_value=0 2.96613e-05 -1.94593e-05 5.48267e-05 0.000127322 -0.000156863 0.000365396
internal_weight=0 0.00943927 0.00841252 0.00681854 0.00544195 0.00248073 0.00296122
internal_count=3910 3195 2782 2524 2189 1199 990
is_linear=0
shrinkage=0.00196078


Tree=7522
num_leaves=8
num_cat=0
split_feature=50 4 40 43 160 12 52
split_gain=2.43668e-05 2.68747e-05 4.26807e-05 5.03846e-05 4.57712e-05 5.34026e-05 4.18224e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.013605000000000001 0.087825000000000014 0.086935000000000012 -0.014099999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00038454447898489527 -0.00029648720789576967 0.00031453074262899111 0.00052785454135093036 0.00040772110099436862 -0.00038792702377333762 -0.0002217214512088991 3.3789193887230474e-05
leaf_weight=0.0010381036861498855 0.0010026264747215645 0.001089052487568974 0.0010533504444090271 0.0011959372357607948 0.0011316366382853162 0.0016952507295439879 0.0017582498087809068
leaf_count=274 715 396 337 385 271 1055 477
internal_value=0 2.58338e-05 -1.41033e-05 4.21643e-05 -3.53712e-05 5.31529e-05 0.000218888
internal_weight=0 0.00896158 0.00787253 0.00683442 0.00563849 0.00450685 0.0028116
internal_count=3910 3195 2799 2525 2140 1869 814
is_linear=0
shrinkage=0.00196078


Tree=7523
num_leaves=7
num_cat=0
split_feature=15 16 2 4 49 1
split_gain=1.01741e-05 3.15178e-05 2.51534e-05 4.97908e-05 3.31507e-05 7.39783e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.106285 -0.08422499999999998 -0.00064499999999999985 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0088355259652426136 -0.017081133613278825 -0.017475041586146722 0.012761250751193082 -0.0089860161963900547 0.024285582896077622 -0.0085863811204280049
leaf_weight=0.0011338971739417768 0.0010931034358627797 0.0015037296558116859 0.0014797356554703397 0.0013685147756731337 0.0015774428416121728 0.0012096054293312471
leaf_count=459 284 642 519 471 1207 328
internal_value=0 -0.00126825 0.00115296 -0.00188226 0.00376014 0.0100188
internal_weight=0 0.00823213 0.00713903 0.00565929 0.00415556 0.00278705
internal_count=3910 3451 3167 2648 2006 1535
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=8
num_cat=0
split_feature=50 4 12 3 12 52 4
split_gain=1.90997e-05 2.73733e-05 4.03327e-05 4.13584e-05 4.11955e-05 3.21022e-05 4.87231e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.10420500000000001 0.092365000000000017 -0.0066199999999999991 -1.0000000180025095e-35
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=-0.00038121716764196199 -0.0002545483665178522 0.00031563400958230275 -0.00014895971128506386 0.00032106638282300009 -0.00033135871631796373 0.00046052596766823611 -9.4763246409740974e-05
leaf_weight=0.0010005047544933031 0.0010305093770645478 0.0011104243610964544 0.0016986309098618196 0.0015620867995127102 0.0013969260258216414 0.0013051331488731291 0.0011365586103517949
leaf_count=280 715 396 640 140 840 685 214
internal_value=0 2.69313e-05 -1.26476e-05 3.92947e-05 -4.01946e-05 5.80429e-05 0.00020205
internal_weight=0 0.00921026 0.00809984 0.00709934 0.00553725 0.00414032 0.00244169
internal_count=3910 3195 2799 2519 2379 1539 899
is_linear=0
shrinkage=0.00196078


Tree=7525
num_leaves=8
num_cat=0
split_feature=50 4 40 43 13 4 15
split_gain=2.86521e-05 3.4618e-05 3.24722e-05 5.22324e-05 5.07887e-05 8.06367e-05 5.3729e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.013605000000000001 -0.083654999999999993 -0.034289999999999994 -0.07142999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.00033296343267745255 -0.00031557268584566327 0.0003577274460063806 -0.0004395639448394812 0.00040604085436630604 -0.00031329661499669058 2.7570534187404115e-06 0.0005228121051161469
leaf_weight=0.0010543381321918904 0.0010092711161477771 0.00110629887993285 0.0010158291389096774 0.0012127060239241387 0.0016041403675129944 0.0017640967113003204 0.0013469631413950784
leaf_count=274 715 396 585 385 941 302 312
internal_value=0 3.2631e-05 -1.23366e-05 3.63474e-05 -4.1881e-05 4.37947e-05 0.00022792
internal_weight=0 0.00910437 0.00799807 0.00694374 0.00573103 0.0047152 0.00311106
internal_count=3910 3195 2799 2525 2140 1555 614
is_linear=0
shrinkage=0.00196078


Tree=7526
num_leaves=9
num_cat=0
split_feature=4 0 43 12 160 16 16 12
split_gain=3.81529e-05 5.78566e-05 3.7944e-05 4.10731e-05 3.60739e-05 4.92647e-05 2.96993e-05 4.11725e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.041025000000000006 0.011450000000000002 -0.088144999999999987 0.086865000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4
right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.00046217498668248315 -0.00059958886747031375 0.0003478900008578966 -0.00014931062645415089 -5.8715070776436262e-05 -0.0003344562986754223 0.0004220599581793505 -0.00028103969763863828 0.00037424351557631945
leaf_weight=0.0010151727479250578 0.0011366010097209173 0.0011605963016764831 0.0013664036012139991 0.001028011045781299 0.0012749174654303023 0.0010079783177547453 0.0014953016295533878 0.0010002148631214846
leaf_count=208 836 252 373 348 282 331 949 331
internal_value=0 -6.21967e-05 -0.000119474 -0.000342719 -4.08329e-05 3.60364e-05 -6.47175e-05 7.19615e-05
internal_weight=0 0.00947002 0.00830943 0.00216461 0.00614482 0.0048699 0.00386192 0.00236662
internal_count=3910 3702 3450 1184 2266 1984 1653 704
is_linear=0
shrinkage=0.00196078


Tree=7527
num_leaves=8
num_cat=0
split_feature=50 4 12 51 3 2 2
split_gain=9.89684e-06 2.41262e-05 2.28567e-05 4.03702e-05 4.70281e-05 3.33958e-05 3.29634e-05
threshold=0.07992500000000001 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.097615000000000021 0.095195000000000016 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.01459866694619452 -0.0095311327739947757 0.015380921519452945 -0.016231360154517517 -0.0047001204478441042 0.022356860338117526 -0.015186818125643417 0.016525005474967224
leaf_weight=0.0010596197410525443 0.0010009055221321369 0.0010228298074503039 0.0010899236521731068 0.0015516630902752005 0.0011940811492038156 0.0010901799841049752 0.0013846282977932928
leaf_count=297 755 396 590 780 100 393 599
internal_value=0 0.000988882 -0.00100846 0.00127353 0.00492812 -0.000240503 0.00530873
internal_weight=0 0.00839293 0.0073701 0.00631048 0.00522055 0.00402647 0.00293629
internal_count=3910 3155 2759 2462 1872 1772 1379
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=7
num_cat=0
split_feature=50 3 47 1 13 52
split_gain=1.1709e-05 2.26933e-05 3.58748e-05 3.37834e-05 3.59591e-05 5.71043e-05
threshold=0.084340000000000012 -0.10628499999999998 0.077735000000000012 0.092550000000000007 -0.084084999999999979 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00020868373925402351 -0.00020448336465972534 -0.00034123486902107878 -0.00026724630501831921 0.0002905316421056105 -0.00024671688648122844 0.00035013520258259058
leaf_weight=0.001859901821362777 0.0010335061059587912 0.0011492027709356935 0.0018746877554889569 0.0015600916993635666 0.0011320536211039359 0.0013527695775055369
leaf_count=433 731 491 395 628 425 807
internal_value=0 1.597e-05 -3.47357e-05 4.91832e-05 -5.44279e-05 7.8217e-05
internal_weight=0 0.00892871 0.00706881 0.00519412 0.00363403 0.00248482
internal_count=3910 3179 2746 2351 1723 1232
is_linear=0
shrinkage=0.00196078


Tree=7529
num_leaves=9
num_cat=0
split_feature=4 0 13 151 160 43 2 0
split_gain=5.19773e-05 8.54074e-05 3.00322e-05 6.70629e-05 7.66403e-05 7.20585e-05 6.69332e-05 2.19415e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.0024700000000000004 -0.0088999999999999982 0.041025000000000006 -0.074254999999999988 0.085155000000000022 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=-0.0004309129227065289 -0.00032427318222429672 0.00051483364395122526 -0.00031198711865438949 0.00065688546719789242 -0.00035275831335862502 -0.00025791030628997638 0.00010643881329960708 0.00049813030451370587
leaf_weight=0.0010331636611069219 0.0017582971416306385 0.0012306345048911016 0.0012981746271981077 0.0011182258284198193 0.0010987160815725773 0.0013484489059536085 0.0011310959939675135 0.0010699637324951361
leaf_count=208 559 252 539 578 309 661 150 654
internal_value=0 3.09293e-05 -3.65664e-05 1.09494e-05 0.000113165 0.000222836 8.6095e-05 0.000296845
internal_weight=0 0.0100536 0.00882292 0.00752475 0.00576645 0.00466773 0.00354951 0.00220106
internal_count=3910 3702 3450 2911 2352 2043 1465 804
is_linear=0
shrinkage=0.00196078


Tree=7530
num_leaves=8
num_cat=0
split_feature=51 49 0 42 47 12 1
split_gain=8.6779e-06 2.14535e-05 6.53949e-05 2.42959e-05 3.3074e-05 3.3768e-05 7.34135e-06
threshold=0.08955500000000001 1.0000000180025095e-35 -0.17106499999999999 -0.088669999999999985 0.08593000000000002 0.089855000000000004 0.078675000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.026333200037608636 -0.008109802303039931 -0.011712123287500117 0.01234910140546582 -0.014485135262517877 -0.01989436230767809 0.010074855783874346 -0.0025104020343610541
leaf_weight=0.0010324731878553917 0.0011908319261953416 0.0011393367952677886 0.0011269294927200675 0.0010357033264322677 0.001026820937929749 0.0018492691299622265 0.0010124399671072397
leaf_count=145 487 715 337 666 227 754 579
internal_value=0 0.00102397 0.00307245 -0.000896389 -0.00392767 0.000278951 -0.00856577
internal_weight=0 0.00822297 0.00708364 0.00605116 0.00492423 0.00389741 0.00204814
internal_count=3910 3423 2708 2563 2226 1999 1245
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=7
num_cat=0
split_feature=47 159 42 43 0 4
split_gain=9.35859e-06 1.57533e-05 3.50352e-05 3.84343e-05 7.18613e-05 3.7085e-05
threshold=0.09550500000000002 0.073745000000000019 0.083815000000000014 0.0016850000000000001 -0.21145499999999998 -0.0021099999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0055347851022875764 0.0063878277818142292 0.0093749609921582513 0.0075242018149136482 0.0085108380972326713 -0.011687611792393885 -0.037624105694467232
leaf_weight=0.0012670530476467977 0.0017898366464031987 0.0011074922919638375 0.0019898710211066215 0.0010347222402831225 0.0011295770473018221 0.0010768203335438885
leaf_count=138 389 623 1394 267 816 283
internal_value=0 -0.00164911 -0.00352799 -0.00840634 -0.0134459 -0.0243458
internal_weight=0 0.00760554 0.00649804 0.00450817 0.00347345 0.0022064
internal_count=3910 3521 2898 1504 1237 1099
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 160 2 1
split_gain=2.38017e-05 3.48804e-05 2.74203e-05 4.74948e-05 5.07538e-05 2.22086e-05 2.55431e-05 1.55187e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.057994999999999998 1.0000000180025095e-35 0.106035 0.088675000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00033465490702909212 -0.00029213963900275529 0.00027820733033213983 -0.00043545340500737815 0.00038417292791935025 0.00031561534985448999 -0.00031789512753443517 -0.00018112341289067252 -2.8859277685367013e-05
leaf_weight=0.0012095434303237467 0.00101545209659066 0.0010226785435264738 0.0011221020310207448 0.0011025454301710124 0.0010020354745546541 0.0011641314165178451 0.0017513264000053501 0.0010092133966345962
leaf_count=235 291 372 1375 582 282 158 366 249
internal_value=0 2.38817e-05 -2.21046e-05 -6.50507e-05 3.88486e-06 -8.12196e-05 -7.99283e-06 0.000142763
internal_weight=0 0.00938358 0.00817403 0.00715135 0.00602925 0.00492671 0.00376258 0.00201125
internal_count=3910 3619 3384 3012 1637 1055 897 531
is_linear=0
shrinkage=0.00196078


Tree=7533
num_leaves=8
num_cat=0
split_feature=1 4 15 2 16 0 0
split_gain=9.65225e-06 2.6006e-05 2.46259e-05 4.68046e-05 3.17535e-05 4.84553e-05 2.79925e-05
threshold=0.11235500000000002 0.18622000000000002 -0.10312999999999999 0.079395000000000007 -0.010344999999999998 -0.014809999999999999 -0.11524
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.015507922966145027 -0.0043266356604227214 0.017069622398996065 0.018952658850251977 -0.023617630716607829 0.021385270851243365 -0.0077797808541928267 -0.0023460006121232275
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leaf_count=372 281 350 659 192 677 229 1150
internal_value=0 0.00553867 -0.00193132 0.000620571 -0.0036466 0.00479685 -0.0113951
internal_weight=0 0.00228612 0.00710787 0.00598324 0.00485349 0.00232259 0.0025309
internal_count=3910 631 3279 2907 2248 906 1342
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=8
num_cat=0
split_feature=1 12 1 48 12 16 0
split_gain=9.32762e-06 2.49554e-05 2.37108e-05 4.21453e-05 4.04184e-05 2.98903e-05 4.37055e-05
threshold=0.12864500000000004 0.10129000000000001 0.11097000000000001 0.090910000000000005 0.089745000000000005 -0.089864999999999987 -0.083934999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.017417690874564157 0.0085160426716710726 -0.015616915902028071 -0.012430368952344581 0.021708911022994239 0.014424587475813114 0.013537418901398358 -0.014121442907969267
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internal_value=0 -0.00125678 0.000845584 0.00332254 -0.000449596 -0.00583881 0.00113583
internal_weight=0 0.00826605 0.00721042 0.00607667 0.00504221 0.0037012 0.00230984
internal_count=3910 3579 3141 2857 2558 1739 1250
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=7
num_cat=0
split_feature=0 43 160 16 16 16
split_gain=1.00495e-05 2.77714e-05 2.56673e-05 4.188e-05 3.54523e-05 2.15538e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.041025000000000006 -0.008069999999999999 -0.088144999999999987 -0.42360999999999993
decision_type=2 2 2 2 2 2
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leaf_weight=0.0019191668761474896 0.001949794870527384 0.0010220897541579211 0.0011359201527191198 0.0011755774863318885 0.0010816824945529889 0.001068956546935228
leaf_count=1184 446 215 283 484 809 489
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internal_weight=0 0.00740339 0.00548423 0.00434831 0.00317273 0.00209105
internal_count=3910 3464 2280 1997 1513 704
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=8
num_cat=0
split_feature=47 43 16 4 1 16 2
split_gain=1.86444e-05 2.06923e-05 5.79922e-05 5.8363e-05 4.01957e-05 6.09974e-05 4.7466e-05
threshold=0.09550500000000002 -0.17307499999999998 0.15737500000000001 -0.082054999999999975 1.0000000180025095e-35 -0.09601999999999998 0.089910000000000004
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 6 -8
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internal_value=0 -4.24764e-05 -7.94634e-05 -2.24957e-07 -0.000102148 5.45725e-06 -0.000197335
internal_weight=0 0.00844853 0.00737682 0.00610797 0.00476152 0.00350948 0.00217248
internal_count=3910 3521 3274 2824 2219 1072 693
is_linear=0
shrinkage=0.00196078


Tree=7537
num_leaves=7
num_cat=0
split_feature=4 12 151 160 1 3
split_gain=9.34631e-06 1.51528e-05 2.64516e-05 4.59792e-05 3.60334e-05 3.0806e-05
threshold=0.24280000000000004 0.098845000000000016 -0.0074049999999999993 1.0000000180025095e-35 0.088495000000000018 -0.084129999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
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leaf_count=526 549 506 650 329 581 769
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internal_weight=0 0.00748871 0.00639456 0.00514378 0.00408995 0.00249207
internal_count=3910 3361 2855 2329 2000 1419
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=6
num_cat=0
split_feature=160 133 0 16 2
split_gain=1.05737e-05 6.82943e-05 2.57726e-05 5.76702e-05 1.83564e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.15713499999999997 -0.071799999999999989 0.099370000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=-0.0066908685927975046 -0.021755076312626367 -0.0056712477355203199 0.022837289594001945 0.0063560221470579398 -0.010124992312596608
leaf_weight=0.0019191359917973697 0.0010684972260485114 0.0015440235147904232 0.0018817517790912872 0.0018702157617986976 0.0010581771563449747
leaf_count=1218 848 189 714 604 337
internal_value=0 0.00163626 0.00556968 0.00917794 0.000400594
internal_weight=0 0.00742267 0.00635417 0.00481014 0.00292839
internal_count=3910 2692 1844 1655 941
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=7
num_cat=0
split_feature=4 0 0 42 48 1
split_gain=2.83118e-05 8.32975e-05 3.37812e-05 7.62642e-05 3.91561e-05 3.16821e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.10071499999999999 0.085195000000000007 0.087945000000000009 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00031144213477316804 2.4452633832187943e-05 0.0005184892317832944 -0.00043939114207765473 0.00013615276559975566 -0.00017846684954502247 0.0004172402470149773
leaf_weight=0.0010136279268497051 0.0018005687326687711 0.001190613219734093 0.0019646871574134153 0.0016109588479470719 0.0016051283488765014 0.0014060221405146048
leaf_count=208 330 252 1357 1292 223 248
internal_value=0 3.316e-05 -3.5734e-05 -0.000180088 7.15369e-05 0.000196682
internal_weight=0 0.00957798 0.00838737 0.00357565 0.00481172 0.00320659
internal_count=3910 3702 3450 2649 801 578
is_linear=0
shrinkage=0.00196078


Tree=7540
num_leaves=9
num_cat=0
split_feature=50 156 133 160 0 43 4 1
split_gain=1.89648e-05 2.91209e-05 2.61204e-05 5.71929e-05 4.55234e-05 5.41421e-05 4.40028e-05 4.08524e-05
threshold=0.086465000000000014 0.083820000000000019 0.090085000000000012 0.087825000000000014 -0.017269999999999997 -0.079374999999999987 -1.0000000180025095e-35 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00025142293472029054 -0.00026126937195394812 -0.00028888226746703259 -0.00020001061844689255 -0.00029774859389055947 0.00056797996264302609 0.00054355466236560032 -0.00016282552715048788 0.00036432457880715137
leaf_weight=0.0011944914332214446 0.0010042022878618663 0.0010215966775716867 0.0012305971813081846 0.0011031807504970331 0.0010082981432916966 0.0011624342812307548 0.0012533810754945503 0.0010294250543879855
leaf_count=441 715 525 551 282 194 690 295 217
internal_value=0 2.28197e-05 6.27147e-05 0.000110604 0.000190364 0.000108301 0.00023302 7.48913e-05
internal_weight=0 0.0090034 0.00798181 0.00675121 0.00564803 0.00463973 0.00344524 0.00228281
internal_count=3910 3195 2670 2119 1837 1643 1202 512
is_linear=0
shrinkage=0.00196078


Tree=7541
num_leaves=6
num_cat=0
split_feature=0 43 15 16 4
split_gain=1.05812e-05 2.67717e-05 2.28323e-05 3.69072e-05 3.1725e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.079360000000000014 -0.19424999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011951761131544666 0.0064761971559806342 -0.009877963482220033 -0.010944127737856366 0.02300204433184996 0.002537844184413305
leaf_weight=0.0019221777297786461 0.0019539680543767266 0.0012012468750737691 0.0011240347487277945 0.0012618656078126011 0.001895497162791655
leaf_count=1184 446 294 1089 368 529
internal_value=0 -0.00179679 0.00176348 0.00504062 0.0107165
internal_weight=0 0.00740482 0.00548264 0.00435861 0.00315736
internal_count=3910 3464 2280 1191 897
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=8
num_cat=0
split_feature=4 0 51 1 0 3 16
split_gain=3.34569e-05 6.36559e-05 4.42378e-05 3.64295e-05 3.5048e-05 2.46732e-05 5.396e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.07174999999999998 0.10752500000000002 -0.16443499999999997 -0.080664999999999987 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.0003458421729154173 -0.00034217474509961373 0.00044368823398704342 0.0001214712760122107 -2.8379462852914925e-05 0.00046318160899712547 -0.000361810353075652 0.00018700828956320529
leaf_weight=0.0010271126656312421 0.0014793592912009535 0.0012272740395464351 0.0017234366340747021 0.0010332769323976674 0.0012115058330115763 0.0019926927005713925 0.0010525972154075548
leaf_count=208 535 252 1376 107 378 664 390
internal_value=0 2.62719e-05 -3.40474e-05 3.09458e-05 0.000236915 -6.60102e-05 -0.000172112
internal_weight=0 0.00972014 0.00849287 0.00701351 0.00224478 0.00476873 0.00304529
internal_count=3910 3702 3450 2915 485 2430 1054
is_linear=0
shrinkage=0.00196078


Tree=7543
num_leaves=7
num_cat=0
split_feature=1 3 13 42 16 0
split_gain=1.03222e-05 2.40579e-05 1.75566e-05 3.74881e-05 2.21693e-05 4.27935e-05
threshold=0.10752500000000002 0.090325000000000003 -0.032264999999999995 0.084100000000000022 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0036278168271563051 0.014407662864271226 -0.0036515462402171941 -0.015983285774079984 -0.02060370650078746 0.013177091765344019 0.0094416947354622038
leaf_weight=0.0012494930520314885 0.0013883199650179983 0.0015739811908008262 0.0013147776808045011 0.0013055677439298284 0.0012055635128197868 0.0013333459532952712
leaf_count=352 487 272 246 1384 472 697
internal_value=0 0.00481213 -0.00232592 -0.00875384 0.00193591 -0.00318166
internal_weight=0 0.0029623 0.00640875 0.00255506 0.00385369 0.00264812
internal_count=3910 759 3151 1736 1415 943
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=7
num_cat=0
split_feature=11 48 42 16 16 2
split_gain=1.69876e-05 3.64707e-05 3.77515e-05 3.50413e-05 5.58939e-05 5.29044e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.15737500000000001 -0.0083999999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00029029031057096398 -0.00024602387316768556 0.00028081670349330726 -0.00027959699887651732 -0.00023873390471570435 0.00051972648326818532 -0.00021383270962001768
leaf_weight=0.0013943670026625751 0.0010145045102755582 0.0016979836458786875 0.0018607219790795276 0.001308041572790488 0.0010560234513590839 0.0018786865931885765
leaf_count=520 304 433 1243 230 373 807
internal_value=0 2.13342e-05 -3.74289e-05 4.25068e-05 0.000127484 9.30808e-07
internal_weight=0 0.00919582 0.00749784 0.00563712 0.00432908 0.00327305
internal_count=3910 3606 3173 1930 1700 1327
is_linear=0
shrinkage=0.00196078


Tree=7545
num_leaves=7
num_cat=0
split_feature=12 43 43 52 3 4
split_gain=1.09026e-05 3.15349e-05 5.24305e-05 4.89127e-05 4.3125e-05 2.48606e-05
threshold=0.092365000000000017 -0.093039999999999984 -0.057994999999999998 -0.0066199999999999991 0.090325000000000003 0.070230000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2
right_child=5 2 3 4 -6 -7
leaf_value=-0.014314041122305233 -0.014058812298071792 0.025148261291228564 -0.012343601209252502 0.0178993631874978 -0.0067245743169905507 0.0063793658465565069
leaf_weight=0.0010141265060895806 0.001467498840668349 0.0010403294081602404 0.0018565184503421713 0.001828002891412819 0.0011642018465100237 0.0010011887763075257
leaf_count=346 963 894 462 802 229 214
internal_value=0 0.00197321 0.00477796 0.000407365 0.00831872 -0.00577001
internal_weight=0 0.00690318 0.00588905 0.00484872 0.0029922 0.00246869
internal_count=3910 2733 2387 1493 1031 1177
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=9
num_cat=0
split_feature=50 133 16 52 1 4 47 48
split_gain=2.27277e-05 2.58897e-05 4.28431e-05 6.83514e-05 3.27518e-05 3.0332e-05 2.7729e-05 3.78496e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 1.0000000180025095e-35 0.092550000000000007 -0.0031049999999999997 0.09252500000000001 0.086215000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00034504731313713766 -0.00028157127231245377 -0.00023150239123556865 -0.00020114899543776361 0.00066286417132781119 0.00026235637895178379 0.00036896142369560937 -0.00022168101274002843 -0.0001296818471586418
leaf_weight=0.0010696198134498699 0.0010281120054364675 0.0012935842945067918 0.0010684412830431727 0.0010077814789125439 0.0012983666977129129 0.0013450508848798577 0.0011238491009132453 0.0010360497047340049
leaf_count=737 715 622 564 165 402 450 124 131
internal_value=0 2.57481e-05 6.7611e-05 0.000235211 5.31175e-05 -5.6025e-05 3.21771e-05 0.000151995
internal_weight=0 0.00924274 0.00794916 0.00337459 0.00236681 0.00457457 0.00350495 0.0023811
internal_count=3910 3195 2573 1131 966 1442 705 581
is_linear=0
shrinkage=0.00196078


Tree=7547
num_leaves=8
num_cat=0
split_feature=2 12 3 3 43 52 42
split_gain=1.04318e-05 3.40872e-05 4.53234e-05 2.35317e-05 4.02734e-05 5.01614e-05 2.9307e-05
threshold=0.10274500000000002 0.091555000000000011 0.11818000000000002 -0.078884999999999997 -0.074254999999999988 -0.010284999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00074191476766734287 0.026055623556787214 -0.010608506883210495 -0.001970410854589124 0.019276465996435805 -0.021152858437756675 0.0071959774644657724 -0.02320172412818346
leaf_weight=0.0013661151272760931 0.0010854313025552029 0.0010436177436221185 0.0012319579482116879 0.0010268572500615552 0.0010381923448687376 0.001565118178809321 0.0010108830649785648
leaf_count=947 380 411 220 319 219 519 895
internal_value=0 0.00439835 0.0111566 -0.00255891 0.00250567 -0.00410945 -0.0102936
internal_weight=0 0.00336101 0.00231739 0.00600717 0.00363017 0.00260331 0.002377
internal_count=3910 1011 600 2899 1057 738 1842
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=8
num_cat=0
split_feature=3 39 457 3 12 2 2
split_gain=9.9603e-06 2.25263e-05 2.71754e-05 3.69634e-05 4.62718e-05 7.60947e-05 4.70861e-05
threshold=0.13772500000000001 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.089995000000000006 0.088210000000000025 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.0092168476836433418 0.0081406577700295739 0.01267737103542114 0.010515310369186025 -0.022523778502640954 0.00086493522706492713 0.025123983371047827 -0.028585039765171794
leaf_weight=0.0013895489901171313 0.0012794030123151204 0.0010017071657484637 0.0011783915499675038 0.0011139189524578645 0.0011499860834524975 0.0012046581236077028 0.0010284130500329228
leaf_count=1026 239 424 220 164 512 463 862
internal_value=0 -0.00135664 -0.00334647 -0.00612138 -0.00229309 0.00672982 -0.0130383
internal_weight=0 0.00806662 0.00706492 0.00588653 0.00477261 0.00259421 0.0021784
internal_count=3910 3671 3247 3027 2863 1489 1374
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=8
num_cat=0
split_feature=15 16 0 48 52 16 0
split_gain=1.08698e-05 2.80375e-05 2.98354e-05 3.09046e-05 2.58873e-05 4.06018e-05 5.93945e-05
threshold=-0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.084905000000000022 0.10433000000000002 0.26538000000000006 -0.061994999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=0.009140967394037372 -0.016304608751183797 0.022496536012091898 -0.011349446291220937 -0.001651273747640118 0.010954226634429146 -0.023861585655899489 0.018526227806829644
leaf_weight=0.0011302858139900949 0.0010835364991939435 0.001102761172379208 0.0018979086525560411 0.0010203937779686457 0.0010186840733210538 0.0010424432769012273 0.0010247346268901169
leaf_count=459 284 201 1664 141 518 408 235
internal_value=0 -0.00132037 0.000964152 0.010891 -0.00326484 -0.00691791 -0.000874464
internal_weight=0 0.00819046 0.00710693 0.00212315 0.00498377 0.00396509 0.00292264
internal_count=3910 3451 3167 342 2825 2307 1899
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=8
num_cat=0
split_feature=50 4 40 43 13 4 16
split_gain=2.23234e-05 2.89037e-05 3.48683e-05 3.56814e-05 5.72595e-05 8.79921e-05 3.57238e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.013605000000000001 -0.083654999999999993 -0.034289999999999994 -0.025139999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.0003497785322822534 -0.00028208084462778051 0.00032436088910504099 -0.00045361873273828067 0.00034200104744894363 -0.00031223623046918917 9.546025936177164e-05 0.00053428904329581601
leaf_weight=0.001043042082366278 0.0010083874689488627 0.0010935957965636433 0.0010088634478978564 0.001201067991149005 0.0015965853885816349 0.0019634892768194585 0.0011200934392053812
leaf_count=274 715 396 585 385 941 218 396
internal_value=0 2.55231e-05 -1.56722e-05 3.49058e-05 -2.99282e-05 6.14031e-05 0.000254862
internal_weight=0 0.00902674 0.00793314 0.0068901 0.00568903 0.00468017 0.00308358
internal_count=3910 3195 2799 2525 2140 1555 614
is_linear=0
shrinkage=0.00196078


Tree=7551
num_leaves=9
num_cat=0
split_feature=50 40 48 1 1 43 2 4
split_gain=2.07514e-05 2.37571e-05 3.46008e-05 7.15295e-05 2.95581e-05 2.33143e-05 5.89e-05 1.12336e-05
threshold=0.086465000000000014 -0.064864999999999992 0.10329000000000001 0.11198000000000001 0.092550000000000007 0.013605000000000001 0.087005000000000013 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.00025611490845234075 -0.00027100765558922459 0.00030942339141979276 -0.00026313644260578072 0.00052321634546940445 -0.0002743921573400462 0.00034402011819290214 -0.00035380890551305072 -6.2400982145981756e-05
leaf_weight=0.0010291924267276714 0.0010172458564830329 0.0014573183651062872 0.0010977034133195047 0.001314832507517902 0.0010919504024557245 0.001031669723444633 0.0010095496229766785 0.0010249721508308587
leaf_count=328 715 713 184 347 358 340 492 433
internal_value=0 2.4354e-05 6.03102e-05 0.000111542 1.515e-05 8.50438e-05 8.52888e-06 -0.000207
internal_weight=0 0.00905719 0.008028 0.00693029 0.00561546 0.00452351 0.00349184 0.00203452
internal_count=3910 3195 2867 2683 2336 1978 1638 925
is_linear=0
shrinkage=0.00196078


Tree=7552
num_leaves=8
num_cat=0
split_feature=50 15 51 40 2 3 12
split_gain=2.40777e-05 4.39374e-05 3.28395e-05 3.38051e-05 6.44306e-05 4.54596e-05 4.58607e-05
threshold=0.086465000000000014 -0.15202999999999997 0.077145000000000005 -1.0000000180025095e-35 0.10869000000000002 -0.060719999999999989 0.089745000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00040716561397260048 -0.00028926625369072499 -0.00040399081749263626 0.00025280837036643423 -0.00038094700844125868 -0.00045088649803805736 0.00031137067481350151 0.00012413934235906845
leaf_weight=0.001023851714144419 0.0010500354160395261 0.0010415949633603662 0.0013803852054985405 0.0011546656960512969 0.0010905364910619797 0.0019137237060920099 0.0017216945781935063
leaf_count=413 715 232 306 987 341 238 678
internal_value=0 2.39199e-05 -2.33408e-05 -7.84087e-05 -2.07405e-05 7.71888e-05 -7.86189e-05
internal_weight=0 0.00932645 0.0083026 0.00692222 0.00588062 0.00479008 0.00287636
internal_count=3910 3195 2782 2476 2244 1903 1665
is_linear=0
shrinkage=0.00196078


Tree=7553
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 52 1
split_gain=2.75899e-05 3.69216e-05 3.62418e-05 3.53831e-05 3.46928e-05 2.37184e-05 2.33548e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.10420500000000001 0.092365000000000017 0.071660000000000015 0.079355000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00038837513435614632 -0.00030509249794889476 -0.00028384099778136615 -0.00028349637678723769 0.00033268600149461222 -0.0003431017888441004 0.00027170244984468035 8.8594361364165817e-05
leaf_weight=0.0010042921737620078 0.0010281672126329364 0.0010047230456962258 0.0015164026145795635 0.0013736207327385468 0.0010315487584453354 0.0013547838436792988 0.001819903566779071
leaf_count=413 715 569 258 175 728 616 436
internal_value=0 3.37557e-05 -1.0207e-05 5.27304e-05 -2.10665e-05 5.84173e-05 -4.38813e-05
internal_weight=0 0.00910527 0.00810098 0.00658458 0.00521096 0.00417941 0.00282463
internal_count=3910 3195 2782 2524 2349 1621 1005
is_linear=0
shrinkage=0.00196078


Tree=7554
num_leaves=8
num_cat=0
split_feature=11 48 42 133 1 4 4
split_gain=2.56254e-05 2.76937e-05 3.99125e-05 3.06527e-05 4.16482e-05 2.55162e-05 4.01336e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 0.065880000000000008 0.11198000000000001 0.00046500000000000008 -0.078484999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00025296429304915314 -0.00030842426380670127 0.00024717138781862121 -0.00027738827419905717 0.00032192257045105622 0.00031753298784151359 -0.00036735380580505908 0.00027560134870002528
leaf_weight=0.0011899834744641417 0.0010020509835299988 0.0017076710093032969 0.0018747026663980459 0.0012631038875624946 0.0010451069174825249 0.0011512761706639822 0.0010306248023510339
leaf_count=536 291 434 1250 598 216 248 337
internal_value=0 2.16613e-05 -2.93125e-05 5.25643e-05 -2.44627e-05 -0.000130463 -7.64734e-06
internal_weight=0 0.00926247 0.0075548 0.0056801 0.00441699 0.00337188 0.00222061
internal_count=3910 3619 3185 1935 1337 1121 873
is_linear=0
shrinkage=0.00196078


Tree=7555
num_leaves=7
num_cat=0
split_feature=160 133 133 52 4 2
split_gain=1.11174e-05 5.8975e-05 2.35308e-05 5.67901e-05 4.15628e-05 4.7403e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.048490000000000012 1.0000000180025095e-35 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0068387320912775985 -0.019911660379563115 -0.014148534989184725 -0.0066339170677152913 0.026669528810707818 0.020436788961597521 -0.0063779924217087338
leaf_weight=0.0019267763658219819 0.001081090052870941 0.0010943995374623492 0.001303231078956496 0.0012770563742461865 0.0015406341612346883 0.0011523837170635295
leaf_count=1218 848 629 592 217 170 236
internal_value=0 0.00168326 0.00534958 0.00843327 0.00228429 0.00896233
internal_weight=0 0.00744879 0.0063677 0.00506447 0.00378742 0.00269302
internal_count=3910 2692 1844 1252 1035 406
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=7
num_cat=0
split_feature=50 3 47 48 3 12
split_gain=2.49764e-05 2.76834e-05 3.52356e-05 3.857e-05 5.54474e-05 6.84625e-05
threshold=0.086465000000000014 -0.10628499999999998 0.077735000000000012 0.087770000000000015 0.10666500000000002 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00023349173678214978 -0.00029800592983583463 4.5066829376774058e-05 -0.00025746877554898181 0.00035254043705703697 0.00031492988953616086 -0.00057333225423392012
leaf_weight=0.0019156553726912369 0.0010319900622588222 0.0018471930136127698 0.0019447645100992891 0.0012483139731007849 0.0011983987945886759 0.0010970884828542461
leaf_count=437 715 879 397 282 184 1016
internal_value=0 2.35983e-05 -3.12132e-05 5.0407e-05 -4.06349e-05 -0.000185359
internal_weight=0 0.00925141 0.00733576 0.00539099 0.00414268 0.00294428
internal_count=3910 3195 2758 2361 2079 1895
is_linear=0
shrinkage=0.00196078


Tree=7557
num_leaves=8
num_cat=0
split_feature=2 12 3 3 43 52 42
split_gain=1.11113e-05 2.21264e-05 4.02392e-05 1.93549e-05 3.29921e-05 4.24359e-05 2.64699e-05
threshold=0.10274500000000002 0.091555000000000011 0.12046500000000002 -0.078884999999999997 -0.074254999999999988 -0.010284999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00056674674235569723 0.022397132735474664 -0.0075616795440356377 -0.0040213446003990487 0.017101752939700478 -0.019751181773981788 0.0063246587294340396 -0.021904976597718576
leaf_weight=0.0013648605034973244 0.0012275332568241445 0.0010415652158282324 0.0010871623915984353 0.0010297814986133715 0.0010358380849369176 0.001570111791787007 0.0010126921505694679
leaf_count=947 393 411 207 319 219 519 895
internal_value=0 0.00454237 0.00998895 -0.00263983 0.00194802 -0.00404022 -0.00965553
internal_weight=0 0.00335626 0.0023147 0.00601328 0.00363573 0.00260595 0.00237755
internal_count=3910 1011 600 2899 1057 738 1842
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=7
num_cat=0
split_feature=49 160 42 15 4 3
split_gain=1.28702e-05 3.67089e-05 3.5477e-05 2.52198e-05 5.22674e-05 4.86667e-05
threshold=-0.045004999999999996 0.069910000000000014 0.091955000000000023 -0.038029999999999987 0.25367000000000006 -0.060719999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.0068119088151452484 -0.020040407836090367 0.019467296638762219 -0.017777999441912405 -0.0059910335759045009 0.0086529591125205987 0.017721550884378774
leaf_weight=0.0010282508843091173 0.0013457434389930927 0.0011004087366088288 0.0011996879782324764 0.0016308027064826924 0.0012017737609792628 0.0018443782185968063
leaf_count=354 751 175 758 1319 306 247
internal_value=0 0.0067731 -0.00207457 0.00105346 -0.00650451 0.00659392
internal_weight=0 0.00212866 0.00722239 0.0060227 0.00254752 0.00347518
internal_count=3910 529 3381 2623 1057 1566
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=8
num_cat=0
split_feature=42 160 49 1 133 52 4
split_gain=1.23814e-05 2.28929e-05 3.46332e-05 3.53377e-05 4.45191e-05 5.58414e-05 4.93514e-05
threshold=-0.090359999999999982 -1.0000000180025095e-35 -0.081419999999999979 0.11052000000000002 1.0000000180025095e-35 0.071660000000000015 0.028075000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.010235921178818353 -0.0087693654758092873 0.020820275278061157 -0.013245069599486837 -0.013665791993813637 -0.012512181343447393 0.030470156564770701 0.017435862838345677
leaf_weight=0.0010588725172529902 0.0017879822258606163 0.0010308831437496795 0.0010579531166435671 0.0012848436639760936 0.0010495408462976859 0.0010215746470092564 0.0010393291827389419
leaf_count=440 1118 202 513 399 660 387 191
internal_value=0 0.00124875 0.00401123 0.000833637 0.00530286 0.0112979 0.00195917
internal_weight=0 0.00827211 0.00648412 0.00545324 0.0041684 0.00311886 0.00209728
internal_count=3910 3470 2352 2150 1751 1091 704
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=7
num_cat=0
split_feature=52 160 2 16 0 0
split_gain=1.34873e-05 2.61357e-05 3.03731e-05 8.0377e-05 2.03342e-05 1.75542e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.078844999999999985 -0.14733499999999997 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=4 -2 3 5 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0055837015602516402 -0.01675683122538036 -0.00060753780664291263 0.012712969321933519 -0.021751544674895117 0.011447342531852192 0.017399609062655357
leaf_weight=0.0010877897518248763 0.0010930625782231886 0.0011341800354380655 0.0014204345463421975 0.0015637428978459117 0.0019718027150346729 0.0010357464961033799
leaf_count=128 924 370 315 478 1062 633
internal_value=0 -0.00271157 0.000267097 -0.0044678 0.00539222 0.00798761
internal_weight=0 0.00624717 0.0051541 0.00373367 0.00305959 0.00216993
internal_count=3910 2720 1796 1481 1190 1003
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=8
num_cat=0
split_feature=50 156 42 160 133 0 0
split_gain=2.74656e-05 2.69853e-05 3.34564e-05 2.94635e-05 4.8895e-05 9.20536e-05 4.08733e-05
threshold=0.086465000000000014 0.083820000000000019 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.077944999999999987 -0.13870499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00020662047022389481 -0.00031142413995691593 -0.00026944969980808648 0.00029225832588512845 -0.0001375373016466225 -0.00018346893856348304 0.00070709303856736014 -0.00017694167394961938
leaf_weight=0.0014225818435153834 0.0010189510621946606 0.0010387988641961362 0.0016346844335808396 0.0013203371406767172 0.0010773591202879827 0.0013503797144379173 0.0012671182277927094
leaf_count=799 715 525 250 273 562 322 464
internal_value=0 2.80194e-05 6.6299e-05 0.000124684 0.000189646 0.000284181 8.73747e-05
internal_weight=0 0.00911126 0.00807246 0.00664988 0.00532954 0.00425218 0.0029018
internal_count=3910 3195 2670 1871 1598 1036 714
is_linear=0
shrinkage=0.00196078


Tree=7562
num_leaves=8
num_cat=0
split_feature=50 42 47 13 4 1 2
split_gain=2.15938e-05 3.55917e-05 4.53114e-05 7.76083e-05 7.13915e-05 8.13283e-05 2.52756e-05
threshold=0.086465000000000014 -0.089744999999999978 0.09252500000000001 -0.032264999999999995 0.022820000000000003 0.086560000000000012 0.097940000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00032087275077924751 -0.00027536425389122733 -0.00031873690849024746 -0.00023995478289108918 0.00041228298554290172 0.0007109821759868002 -0.00029692890148718938 5.7170756449317258e-05
leaf_weight=0.0010127047705278764 0.0010181074221167095 0.0012431865665585944 0.0014897937350840263 0.0015996774790698351 0.0012202991632273186 0.0010167936825218932 0.0015390861885195152
leaf_count=380 715 1035 300 447 255 332 446
internal_value=0 2.5711e-05 6.89955e-05 0.000138533 0.000319335 0.000136674 -0.000110794
internal_weight=0 0.00912154 0.00810884 0.00661904 0.00383677 0.00261647 0.00278227
internal_count=3910 3195 2815 2515 1034 779 1481
is_linear=0
shrinkage=0.00196078


Tree=7563
num_leaves=7
num_cat=0
split_feature=42 47 1 457 1 13
split_gain=1.10321e-05 2.31153e-05 2.94543e-05 2.37063e-05 7.70557e-05 4.15368e-05
threshold=-0.090359999999999982 0.087850000000000025 0.11198000000000001 0.082870000000000013 0.088495000000000018 -0.028919999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0096588013237394101 -0.0053316658829046654 -0.0085665959858001895 0.019516708788116646 0.014118192492466458 -0.026363741005061454 0.017411969236629698
leaf_weight=0.0010593662514638983 0.0017298981266623049 0.0018793337850015485 0.0010323086853276384 0.0011043116448142907 0.0010149345479956952 0.0014986474726712616
leaf_count=440 1200 455 434 222 578 581
internal_value=0 0.00118075 0.00405195 0.00106672 -0.00232976 0.00522562
internal_weight=0 0.00825943 0.0063801 0.00534779 0.00424348 0.00322855
internal_count=3910 3470 3015 2581 2359 1781
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=8
num_cat=0
split_feature=42 160 43 42 2 13 3
split_gain=3.35293e-05 3.57894e-05 3.68148e-05 4.38323e-05 6.62765e-05 4.79329e-05 2.97926e-05
threshold=-1.0000000180025095e-35 0.098455000000000015 -0.074254999999999988 0.078965000000000021 0.093070000000000014 -0.083924999999999986 -0.080884999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00026146218806666485 9.2071390244443903e-05 -0.00030494603752558469 0.00034976460224742849 -0.00037009797224554167 0.00018659772257400865 -0.00034425439611541787 0.00053459288342040895
leaf_weight=0.0017666620822307305 0.0013589087650106499 0.001061007449901401 0.0019470648365482401 0.001046678440321463 0.0011143265900947466 0.0015828775253835976 0.0010269706754563338
leaf_count=1060 519 253 279 868 146 304 481
internal_value=0 3.36225e-05 7.80984e-05 -7.61577e-06 7.40768e-05 -0.000124937 0.000282549
internal_weight=0 0.00913783 0.00807683 0.00569095 0.00464427 0.0026972 0.00238588
internal_count=3910 2850 2597 1597 729 450 1000
is_linear=0
shrinkage=0.00196078


Tree=7565
num_leaves=7
num_cat=0
split_feature=1 4 13 52 12 0
split_gain=1.12743e-05 4.01773e-05 1.84049e-05 4.10878e-05 2.55477e-05 2.40627e-05
threshold=0.076710000000000014 -0.082054999999999975 -0.0010249999999999997 -0.074484999999999982 0.088375000000000023 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.0055069881844802956 0.019873814109858015 -0.016713323073431034 -0.017946540228737953 0.012659309263871474 -0.0015557027117915915 -0.0065233139067381917
leaf_weight=0.0017564777451651451 0.0011735417097812099 0.0015160973451546983 0.0011075982509147456 0.0016180391524058136 0.001057760912922297 0.001097458103957285
leaf_count=521 642 1487 291 205 505 259
internal_value=0 -0.00478709 0.00249799 -0.00171415 0.00971504 0.00490672
internal_weight=0 0.00327258 0.0060544 0.0038231 0.0022313 0.0027155
internal_count=3910 2008 1902 755 1147 464
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=7
num_cat=0
split_feature=50 16 160 43 49 1
split_gain=2.19187e-05 2.79403e-05 4.17678e-05 3.36637e-05 3.30002e-05 3.655e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.070974999999999996 -0.053009999999999995 -0.045004999999999996 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00016654493585255335 -0.000277201142088373 0.00047241377318903805 0.00021469446989730615 -0.00020711901171080945 1.9119932943111922e-05 -0.00038182180942017982
leaf_weight=0.0015396011954370544 0.0010292095556356145 0.001098813198527942 0.0016115126800060825 0.0013259047283204744 0.0017783874946224432 0.0017192057828841467
leaf_count=267 715 428 549 420 1134 397
internal_value=0 2.47362e-05 0.000146289 2.42944e-05 -7.26624e-05 -0.000177959
internal_weight=0 0.00907343 0.00403623 0.00293742 0.00503719 0.00349759
internal_count=3910 3195 1397 969 1798 1531
is_linear=0
shrinkage=0.00196078


Tree=7567
num_leaves=8
num_cat=0
split_feature=52 160 13 13 2 2 2
split_gain=1.2629e-05 2.42101e-05 2.37521e-05 2.5303e-05 1.98908e-05 1.9757e-05 2.66594e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 0.092340000000000019 0.097940000000000013 0.085515000000000022
decision_type=2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.010962929308548862 -0.016106667361678744 -0.013502326984687368 0.01619028836704994 -0.0084887959418376586 0.0078987390914110646 0.016467273144685081 -0.011965917312969981
leaf_weight=0.0010121335761135552 0.0010990388342524736 0.0010116980477916848 0.0011510718187353027 0.0016761621001897165 0.0013270879826513013 0.0010326424469205291 0.0010162425492465617
leaf_count=324 924 127 484 789 396 496 370
internal_value=0 -0.00262922 0.000238023 0.0035842 -0.00124741 0.00520757 -0.000524718
internal_weight=0 0.00626506 0.00516602 0.00415432 0.00300325 0.00306102 0.00202838
internal_count=3910 2720 1796 1669 1185 1190 694
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=7
num_cat=0
split_feature=50 15 47 3 49 2
split_gain=1.79677e-05 4.22012e-05 4.06161e-05 3.70587e-05 5.3568e-05 3.92241e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.064349999999999991 -0.006494999999999999 0.090050000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00040160182938291545 -0.00024876791736456365 9.9900349967478e-05 -0.00030622759036973634 -8.3354174260712795e-05 0.00039415112382260362 -0.00033982601237457266
leaf_weight=0.0010057656767125693 0.0010463751795469203 0.0016022003702422843 0.0015835457138996629 0.0016567875307880175 0.0019859681906077044 0.0015196450917848326
leaf_count=413 715 1105 258 309 355 755
internal_value=0 2.21628e-05 -2.35512e-05 4.26214e-05 0.000176974 -0.000114149
internal_weight=0 0.00935391 0.00834815 0.0067646 0.00364276 0.00312185
internal_count=3910 3195 2782 2524 664 1860
is_linear=0
shrinkage=0.00196078


Tree=7569
num_leaves=8
num_cat=0
split_feature=50 12 133 16 52 4 16
split_gain=2.61589e-05 4.50459e-05 3.99714e-05 5.4853e-05 7.76672e-05 6.57192e-05 5.01265e-05
threshold=0.086465000000000014 -0.036459999999999992 0.090085000000000012 -0.010344999999999998 -0.07125999999999999 -0.0040999999999999986 -0.30307999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.00036555324437848307 -0.00030167883829262216 -0.00042625830026338734 -0.00026519168826353467 5.3621337978578156e-05 0.00070768284153151651 -0.00016184069718283548 0.00033345207092695754
leaf_weight=0.0010038494676509911 0.0010355287483278944 0.0010915512890241419 0.0011501263218569391 0.0015903187809644308 0.0012440230262805473 0.0013336483917893347 0.0019117347884772128
leaf_count=452 715 760 550 529 364 292 248
internal_value=0 2.68127e-05 7.41456e-05 0.000128568 0.000340696 -1.00646e-05 0.000129918
internal_weight=0 0.00932525 0.0083214 0.00717128 0.00283434 0.00433693 0.00324538
internal_count=3910 3195 2743 2193 893 1300 540
is_linear=0
shrinkage=0.00196078


Tree=7570
num_leaves=7
num_cat=0
split_feature=52 15 160 2 4 1
split_gain=1.01542e-05 1.96336e-05 1.96151e-05 2.21659e-05 6.73804e-05 2.61691e-05
threshold=-0.048794999999999991 -0.053579999999999996 -1.0000000180025095e-35 0.11005500000000001 -0.08422499999999998 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.012094986084749194 -0.014484186316197304 -0.0039461219053091787 -0.025318483715019255 0.010822381617725287 0.012444610844742486 -0.0077018385827976477
leaf_weight=0.0016453743425533876 0.0011009444067922617 0.0014228133069733972 0.0010499869878902593 0.0014270108670487885 0.0016413809242057046 0.0010618622197941323
leaf_count=631 924 559 369 315 809 303
internal_value=0 0.00465623 -0.0023624 0.000213819 -0.00381965 0.00453087
internal_weight=0 0.00306819 0.00628119 0.00518024 0.00375323 0.00270324
internal_count=3910 1190 2720 1796 1481 1112
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=8
num_cat=0
split_feature=42 43 15 1 0 1 0
split_gain=2.26343e-05 3.86564e-05 3.87287e-05 6.30848e-05 5.9077e-05 5.07424e-05 2.8438e-05
threshold=0.092145000000000019 0.070805000000000021 -0.074174999999999977 0.094485000000000013 -0.15137999999999999 0.10713500000000002 -0.077944999999999987
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=-0.00017375810446206453 -0.00021095895525859173 0.00034926105803579786 -0.0001841613232424295 2.6269937302741551e-05 0.00069992532596760393 -0.00050632799288737138 0.00020338084257615508
leaf_weight=0.0014532428919763877 0.0016512603315447212 0.0013151282637678986 0.0016360490751983455 0.0010014630240504634 0.0010005297076683868 0.0010932167928322063 0.001311593201921612
leaf_count=561 832 311 1162 98 329 200 417
internal_value=0 3.91937e-05 -1.52051e-05 0.00013721 0.000362941 -0.000145531 -1.17192e-05
internal_weight=0 0.00881122 0.00749609 0.00345524 0.00200199 0.00404086 0.00294764
internal_count=3910 3078 2767 988 427 1779 1579
is_linear=0
shrinkage=0.00196078


Tree=7572
num_leaves=7
num_cat=0
split_feature=0 51 2 49 15 12
split_gain=1.11997e-05 2.416e-05 2.31158e-05 4.20039e-05 4.70061e-05 1.07405e-05
threshold=-0.017269999999999997 -0.07174999999999998 0.086545000000000025 1.0000000180025095e-35 -0.091024999999999981 0.085250000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.014272964045653683 0.0067216132356171495 -0.014495261988460391 0.028748825010893032 -0.011082361379634819 0.0020545862956355284 -0.00039863462275974219
leaf_weight=0.0012875914636632903 0.0019354142104147983 0.0010928797309225841 0.0010376094087830938 0.0011196794411117194 0.001811000184432861 0.001069377570056463
leaf_count=545 446 461 245 461 918 834
internal_value=0 -0.00182032 0.000795092 0.00532779 0.011778 -0.00752356
internal_weight=0 0.00741814 0.00613055 0.00396829 0.00284861 0.00216226
internal_count=3910 3464 2919 1624 1163 1295
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=8
num_cat=0
split_feature=3 4 0 3 151 1 15
split_gain=1.00151e-05 2.32884e-05 3.03126e-05 2.6032e-05 3.49802e-05 2.63954e-05 2.99389e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 0.10113500000000002 0.083935000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.014877933185804403 0.008163509191064941 -0.01571319247882786 0.015432365568080891 -0.01412938192491575 -0.0087255438974274836 0.019478955681870403 0.013648532782547447
leaf_weight=0.0010993940844828401 0.0012817990780035369 0.001142324922663124 0.0011742776664487829 0.0011339330842774871 0.0014567812555908318 0.0010354253743765484 0.0010145841847115293
leaf_count=276 239 585 367 453 806 271 913
internal_value=0 -0.00135301 0.000784198 -0.00219019 0.00113853 0.00607546 0.000459817
internal_weight=0 0.00805672 0.00695733 0.00578305 0.00464072 0.00350679 0.00247137
internal_count=3910 3671 3395 3028 2443 1990 1719
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=7
num_cat=0
split_feature=0 1 15 3 2 15
split_gain=1.04771e-05 2.51918e-05 2.29038e-05 1.96514e-05 6.50944e-05 3.81263e-05
threshold=0.10302000000000001 0.076710000000000014 0.08486500000000001 0.076695000000000013 1.0000000180025095e-35 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.020924288132523172 0.0083377723949011953 -0.0029571748450388786 5.1650789946460744e-05 0.0053018376155916421 0.028089385083561583 -0.017991043706679668
leaf_weight=0.0010829227994952695 0.0012861525908804414 0.0019828272114944499 0.00100239799571671 0.0017831105952831041 0.0010241453069147256 0.0011597722452424378
leaf_count=1187 210 862 742 257 411 241
internal_value=0 -0.00138333 -0.0108413 0.00193153 0.00761698 -0.00387775
internal_weight=0 0.00803518 0.00208532 0.00594986 0.00300697 0.00294288
internal_count=3910 3700 1929 1771 1273 498
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=8
num_cat=0
split_feature=11 3 48 4 3 2 0
split_gain=3.09702e-05 3.4279e-05 2.83121e-05 4.62402e-05 5.16026e-05 4.15984e-05 3.20432e-05
threshold=0.076265000000000013 -0.10628499999999998 0.09227500000000001 -0.082054999999999975 -0.075954999999999981 0.10836000000000003 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00033493856110577383 -0.00033255642084568059 0.00020951007462304862 0.0002226176559582912 -0.00051403755124064629 -0.00015248875909022784 -0.00039420100419192806 0.00026309042054279417
leaf_weight=0.0012130269311108445 0.0010195379519943168 0.0016857256828247905 0.0015357948284601191 0.0012349499456812537 0.0013492463567684159 0.0010183932028086009 0.0015134784869461672
leaf_count=235 291 624 390 1329 223 355 463
internal_value=0 2.69653e-05 -1.78414e-05 -7.21352e-05 -0.000164936 -5.38543e-05 6.72215e-05
internal_weight=0 0.00955062 0.00833759 0.00680179 0.00511607 0.00388112 0.00286272
internal_count=3910 3619 3384 2994 2370 1041 686
is_linear=0
shrinkage=0.00196078


Tree=7576
num_leaves=7
num_cat=0
split_feature=42 43 15 1 52 2
split_gain=1.09405e-05 2.45918e-05 2.05104e-05 4.55559e-05 3.41089e-05 3.17698e-05
threshold=0.092145000000000019 0.070805000000000021 -0.074174999999999977 0.10752500000000002 -0.091329999999999981 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.0045027071458816756 -0.0079245138871605111 0.014829366611875337 0.0096696967543138477 0.02053077420487771 -0.0023878888361308086 -0.024688584981211216
leaf_weight=0.001894508974485689 0.0014815981625494424 0.0011683247218094127 0.0010009629252358348 0.0011795551011167355 0.0014739647265648917 0.0011274629550568837
leaf_count=699 832 311 422 289 1020 337
internal_value=0 0.00144506 -0.000897087 0.00510294 -0.00601715 -0.012053
internal_weight=0 0.00784478 0.00667645 0.00307406 0.00360239 0.00260143
internal_count=3910 3078 2767 988 1779 1357
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=8
num_cat=0
split_feature=52 0 4 16 2 4 4
split_gain=2.28988e-05 3.89322e-05 3.4139e-05 3.07793e-05 4.92394e-05 3.89237e-05 4.92848e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.34687499999999999 -0.0021449999999999998 0.11203000000000002 0.0057500000000000008 -0.076329999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00021258493864426736 -0.00022819833933182735 1.1273920159506121e-06 0.00044182961661079896 -0.00034404791940857271 -0.00035767410248828331 0.00030994116989792363 -0.00038746389521765912
leaf_weight=0.001109167135572642 0.0014579110618203909 0.0012836969708554507 0.0014270986997890331 0.0011113020464752132 0.0010765189720068685 0.001993660770596207 0.001001374474589656
leaf_count=841 647 245 400 564 201 377 635
internal_value=0 3.66897e-05 0.000233135 -4.7945e-05 1.55713e-05 0.000113472 -7.21162e-05
internal_weight=0 0.00900282 0.0027108 0.00629202 0.00518072 0.0041042 0.00211054
internal_count=3910 3263 645 2618 2054 1853 1476
is_linear=0
shrinkage=0.00196078


Tree=7578
num_leaves=8
num_cat=0
split_feature=50 42 51 16 15 49 15
split_gain=1.91665e-05 2.4675e-05 3.01408e-05 4.48868e-05 5.45622e-05 5.14906e-05 3.24601e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.0078499999999999976 -0.047309999999999998 -0.11399999999999998
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=-0.0002062026234449736 -0.00025924239395093559 -0.00022800784396444419 0.00028921182029008075 0.00066436207711083046 0.0001000876834447812 6.6471522435805847e-05 -0.00039959236615750524
leaf_weight=0.0014895737350744251 0.0010172234773825643 0.0011151007014673564 0.0013024967469708764 0.0010357973876751925 0.0018102416405559952 0.0010153933981638579 0.0013232988688790333
leaf_count=875 715 481 212 380 486 270 491
internal_value=0 2.4564e-05 6.97796e-05 0.000120967 0.000305452 -2.32309e-05 -0.000197241
internal_weight=0 0.0090919 0.00760233 0.00648723 0.00284604 0.00364119 0.00233869
internal_count=3910 3195 2320 1839 866 973 761
is_linear=0
shrinkage=0.00196078


Tree=7579
num_leaves=8
num_cat=0
split_feature=133 160 12 52 0 0 13
split_gain=2.29385e-05 3.51573e-05 3.55824e-05 7.35637e-05 5.08578e-05 6.88472e-05 3.92624e-05
threshold=-0.090054999999999982 -1.0000000180025095e-35 0.092365000000000017 0.048490000000000012 -0.10071499999999999 -0.19631499999999999 -0.062819999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4
right_child=1 2 6 -5 -6 -7 -8
leaf_value=-0.00027688458449410413 -0.00020518792548457015 -0.00011372306493182056 -0.00035703170072102575 0.00052195212712579861 -0.00029133127744120356 0.00055378328375926486 0.0001613155914319748
leaf_weight=0.0010528071561210677 0.0019715549174954185 0.0012985111848382025 0.0012152204007418385 0.0016382213038587056 0.0012898727582209501 0.0010950497366048959 0.0010448826904843897
leaf_count=544 1117 125 296 466 717 189 456
internal_value=0 2.80726e-05 8.87296e-05 0.000176269 2.2525e-05 0.00019166 -0.000117391
internal_weight=0 0.00955331 0.00758176 0.00532165 0.00368343 0.00239356 0.0022601
internal_count=3910 3366 2249 1497 1031 314 752
is_linear=0
shrinkage=0.00196078


Tree=7580
num_leaves=8
num_cat=0
split_feature=50 160 133 2 13 52 3
split_gain=2.71134e-05 3.16224e-05 4.11536e-05 3.47676e-05 5.15412e-05 4.19782e-05 5.31391e-05
threshold=0.086465000000000014 -0.081519999999999995 -0.0056849999999999991 0.11635500000000001 -0.07409499999999998 -0.07125999999999999 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00032490464574942132 -0.0003091229385486006 -0.00038576756568861988 0.00035742133788407913 -0.00029388013809755449 -0.00031878679759916428 -0.00023026608012698032 0.00035139523914229614
leaf_weight=0.0012148941015150214 0.0010034326305398663 0.0010038104767602415 0.0019556346670177175 0.001021147412050726 0.0013081852679557538 0.0010183021189286332 0.0014836883767307275
leaf_count=564 715 746 597 331 426 390 141
internal_value=0 3.06725e-05 -1.52101e-05 3.95964e-05 9.86564e-05 -3.41589e-05 0.000114661
internal_weight=0 0.00900566 0.00779077 0.00678696 0.00576581 0.00381018 0.00250199
internal_count=3910 3195 2631 1885 1554 957 531
is_linear=0
shrinkage=0.00196078


Tree=7581
num_leaves=8
num_cat=0
split_feature=50 42 3 3 2 1 1
split_gain=1.02802e-05 2.71905e-05 2.96128e-05 2.57764e-05 3.50586e-05 3.86031e-05 4.23202e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 0.113945 0.094695000000000015 0.085410000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.011946554410857331 -0.0096161136210005209 0.016596248707857735 -0.013191371335910874 0.01490289623191905 -0.012099758193182458 0.023194088915609583 -0.012534754484857273
leaf_weight=0.0013415189294364695 0.0010022503889342343 0.0014014697389316422 0.0011246821723358601 0.0011041134918816338 0.0010676817061593073 0.0011917124943818759 0.0011452495592247907
leaf_count=862 755 300 937 222 334 355 145
internal_value=0 0.00110042 0.0035884 0.000352353 0.00373075 0.00864257 0.000933183
internal_weight=0 0.00837643 0.00703491 0.00563344 0.00450876 0.00344108 0.00224936
internal_count=3910 3155 2293 1993 1056 722 367
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=8
num_cat=0
split_feature=42 157 0 2 2 48 16
split_gain=1.05998e-05 2.18573e-05 4.67862e-05 5.31044e-05 3.81085e-05 6.53386e-05 3.49275e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 0.11230000000000001 0.084260000000000015 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.012033176910258953 -0.0077696040534077195 -3.4874423149515277e-05 0.02023135488783457 -0.0029550280466517551 -0.0069911600610884752 0.031987232795213726 -0.025632442067747691
leaf_weight=0.0010462076552257378 0.0014912758431747239 0.0010571949482874549 0.0013410823906932524 0.0010275604384319408 0.0012036390626047615 0.0011167078150694149 0.0010751692043503337
leaf_count=625 832 449 241 650 316 227 570
internal_value=0 0.00142556 0.00348977 -0.000607085 0.00724903 0.0152425 -0.0129415
internal_weight=0 0.00786756 0.00682135 0.00548027 0.00334791 0.00214427 0.00213236
internal_count=3910 3078 2453 2212 1193 877 1019
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=8
num_cat=0
split_feature=11 3 1 13 4 13 2
split_gain=2.26201e-05 3.59464e-05 2.53583e-05 4.49268e-05 4.42896e-05 3.80027e-05 2.13413e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088010000000000019 -0.0024749999999999993 0.074650000000000008 -0.084084999999999979 0.088585000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00034426537098120833 -0.00028422240008152275 -0.00042606311864526572 0.00033056152212920543 0.00012644691819349254 -0.00035266637619346653 0.00019218265469134451 -0.00019737026485646097
leaf_weight=0.0011831452918310481 0.0010084073297419024 0.0012300611132202354 0.0016649624064747188 0.00181406681226896 0.0012549713264404252 0.0011280860850938911 0.0010383805282400938
leaf_count=222 304 672 881 275 162 556 838
internal_value=0 2.4937e-05 -2.15313e-05 7.12229e-05 -6.9469e-05 -0.00015081 5.47118e-06
internal_weight=0 0.00931367 0.00813053 0.004734 0.00306904 0.00339653 0.00216647
internal_count=3910 3606 3384 1318 437 2066 1394
is_linear=0
shrinkage=0.00196078


Tree=7584
num_leaves=8
num_cat=0
split_feature=50 160 133 2 16 48 0
split_gain=2.49699e-05 2.44271e-05 4.78901e-05 4.847e-05 4.02002e-05 3.64043e-05 2.24191e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.11339500000000001 -0.14879499999999998 0.085425000000000015 -0.06402999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00015029538572798818 -0.00038586810812830615 -0.00050958011624378644 0.00031307089167391633 -0.00040434919649359502 -0.00041075065915160145 0.00022699199049335623 -4.9584894713539305e-05
leaf_weight=0.0016700147941957543 0.0010320368833326718 0.0010078931978577373 0.0014191160892445703 0.0012092209569767752 0.0010985972247115822 0.0011103347616109147 0.001658137681163739
leaf_count=804 715 744 242 341 620 234 210
internal_value=0 -6.41754e-05 -0.00011191 -5.02039e-05 3.08073e-05 -7.27763e-05 -0.000193514
internal_weight=0 0.00917331 0.0075033 0.00649541 0.00528619 0.00386707 0.00275673
internal_count=3910 3195 2391 1647 1306 1064 830
is_linear=0
shrinkage=0.00196078


Tree=7585
num_leaves=8
num_cat=0
split_feature=4 0 52 48 0 2 3
split_gain=3.2088e-05 6.26058e-05 3.94534e-05 3.46293e-05 4.47953e-05 6.80803e-05 6.7967e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.087945000000000009 -0.15291499999999997 0.088895000000000016 -0.083144999999999983
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=-0.00033510400572205827 -0.00034309736115932581 0.00045069362425188098 0.00044556629086504141 -0.00019583767004674522 0.00053916243339874662 -0.0003385919332487726 -9.6220988661812151e-05
leaf_weight=0.0010368430435234903 0.0013162244310408969 0.0011815299826611744 0.0011825242214372356 0.0019570906775481954 0.0012069056388512539 0.001393753838290645 0.0013959008550822423
leaf_count=208 584 252 195 426 697 805 743
internal_value=0 2.79248e-05 -3.11726e-05 2.63601e-05 0.000110325 1.11319e-05 0.000198402
internal_weight=0 0.00963393 0.0084524 0.00713618 0.00517908 0.00399656 0.00260281
internal_count=3910 3702 3450 2866 2440 2245 1440
is_linear=0
shrinkage=0.00196078


Tree=7586
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 12
split_gain=1.69953e-05 2.83243e-05 3.27419e-05 3.10074e-05 4.36994e-05 7.96722e-05 6.79113e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00025322542249305816 -0.00024681969352181973 0.00026721330616645566 -0.00060725128869766934 -0.00040160655777075145 0.00027634614971006473 0.00031429708848034746 -0.00030158965564284357
leaf_weight=0.001655775201267873 0.0010088089151613884 0.0011887697645699613 0.0010060845558831741 0.0010139770251833512 0.0013509695931359228 0.0015270008984713157 0.0012532871594240031
leaf_count=804 715 220 592 359 126 423 671
internal_value=0 2.15724e-05 -3.06838e-05 -8.82538e-05 -2.64061e-05 -0.000134428 3.66701e-05
internal_weight=0 0.00899586 0.00734009 0.00615132 0.00513734 0.00378637 0.00278029
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=7587
num_leaves=7
num_cat=0
split_feature=1 4 48 47 0 52
split_gain=1.15751e-05 3.06155e-05 2.16935e-05 3.17057e-05 5.85206e-05 7.10832e-05
threshold=0.076710000000000014 -0.082054999999999975 0.087945000000000009 0.09252500000000001 -0.084154999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.0040547897730162201 0.0020817681530788529 -0.01525952259804747 -0.0066748511570450565 -0.007683652893720647 -0.0081968406463021563 0.038915702538000779
leaf_weight=0.0017695732606038462 0.0010125476172334357 0.001530534486637839 0.0018258854183220595 0.0011697547910603065 0.0010058479272064087 0.0010857125922930774
leaf_count=521 174 1487 365 189 826 348
internal_value=0 -0.00490286 0.0024491 0.00634704 0.0116344 0.0211409
internal_weight=0 0.00330011 0.00609975 0.00427386 0.00310411 0.00209826
internal_count=3910 2008 1902 1537 1348 522
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=7
num_cat=0
split_feature=40 51 2 3 15 15
split_gain=1.03483e-05 2.9734e-05 2.70948e-05 7.68701e-05 2.42379e-05 5.66321e-05
threshold=-0.064864999999999992 -0.09021499999999999 0.11230000000000001 0.094625000000000015 0.041585000000000004 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0095394295971114214 0.016662036372798575 0.0095547085130602283 -0.011960801599952175 0.026734536215917145 0.0061980958348987238 -0.019862483474818501
leaf_weight=0.001036566401792627 0.001064854905018813 0.0010325661188464389 0.0017778284878977157 0.001039141032739747 0.0016404969557685944 0.0017870042964685774
leaf_count=355 476 298 433 141 1285 922
internal_value=0 0.00105478 -0.00122905 0.0022404 -0.00346643 -0.0090895
internal_weight=0 0.00834189 0.00727704 0.00549921 0.00446007 0.00281957
internal_count=3910 3555 3079 2646 2505 1220
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=7
num_cat=0
split_feature=43 12 133 16 52 4
split_gain=1.1119e-05 4.09456e-05 2.14478e-05 3.03659e-05 5.93056e-05 2.23594e-05
threshold=-0.15109999999999998 0.092365000000000017 0.065880000000000008 -0.19424999999999998 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0078668464979642916 -0.014048324278602304 -0.014807591145076316 0.015091897135241786 -0.010814609623743133 0.024687995530250299 0.0076968865441798808
leaf_weight=0.0014742143216129469 0.0012331459355318835 0.0018076544672396642 0.0010831608017359074 0.0016750785414560109 0.001014999863318905 0.0010688386315810411
leaf_count=340 295 1001 818 685 593 178
internal_value=0 -0.0015951 0.00233622 -0.000431467 0.00403566 -0.00360382
internal_weight=0 0.00788288 0.00607522 0.00499206 0.00375892 0.00274392
internal_count=3910 3570 2569 1751 1456 863
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=8
num_cat=0
split_feature=49 47 4 16 1 12 16
split_gain=1.04899e-05 1.86488e-05 4.33942e-05 2.62702e-05 2.83497e-05 5.28784e-05 1.33905e-05
threshold=0.10447000000000002 0.096175000000000024 0.15927500000000003 -0.092424999999999993 0.090355000000000005 0.08401500000000002 0.099280000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.01583216592951666 0.0095687811573692133 -0.012642669748194691 0.017471331646515487 -0.023503124954436561 0.011767870818687907 -0.0036192888130956859 0.012506847704581908
leaf_weight=0.0012428194359744415 0.001002908655602988 0.001226696475377766 0.0012687408292988622 0.0010251326425267217 0.0015127610786984371 0.0010498465201463766 0.0010105609254820562
leaf_count=433 378 273 466 326 661 1211 162
internal_value=0 -0.00125607 0.000708517 -0.00293251 0.000553985 -0.0049439 0.00429004
internal_weight=0 0.00833656 0.00710986 0.00584112 0.0045983 0.00308554 0.00206041
internal_count=3910 3532 3259 2793 2360 1699 1373
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=8
num_cat=0
split_feature=52 43 12 0 0 4 43
split_gain=1.07813e-05 1.86073e-05 5.71098e-05 5.44767e-05 3.48347e-05 2.37533e-05 1.85217e-05
threshold=-0.081429999999999989 -0.15109999999999998 0.091475000000000015 -0.10209999999999998 -0.21145499999999998 -0.077889999999999987 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 -1
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.014873023061560665 0.01025452326446067 0.0024401560773923939 -0.02229474391214796 0.00153745597253348 -0.020986860205161734 0.022528632088895637 -0.0034438924013909899
leaf_weight=0.0011415050245927733 0.0010579482150968591 0.0013161738957537632 0.0013447690558011094 0.0010113789532226409 0.0012258901459155673 0.0011543627758541022 0.0010690615971899924
leaf_count=513 248 155 821 640 331 744 458
internal_value=0 -0.00198119 -0.0041199 0.00107168 -0.00885734 0.012726 0.0060147
internal_weight=0 0.00711052 0.00605257 0.00470781 0.00254206 0.00216574 0.00221057
internal_count=3910 2939 2691 1870 486 1384 971
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=8
num_cat=0
split_feature=50 160 133 13 2 13 4
split_gain=2.26949e-05 2.63116e-05 3.58113e-05 3.76431e-05 7.35222e-05 5.44964e-05 4.8464e-05
threshold=0.086465000000000014 -0.081519999999999995 -0.0056849999999999991 -0.07409499999999998 0.10393500000000001 0.076210000000000014 0.0057500000000000008
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=0.00028925499959876923 -0.00028784924799483416 -0.00036614514094842195 0.00052085413860516181 -0.0005052180442660756 -0.00015962587510250927 0.00025627676044602825 -5.482513835165356e-06
leaf_weight=0.0012259316485361852 0.0010091104628983773 0.0010003747166424546 0.0013980500521609057 0.0013214769228504992 0.0010835837792551931 0.0013034868140943965 0.0017135901519143252
leaf_count=564 715 746 525 542 215 302 301
internal_value=0 2.21701e-05 -1.96975e-05 3.11189e-05 0.000223728 -7.90529e-05 -0.000223069
internal_weight=0 0.00904649 0.00782056 0.00682019 0.00248163 0.00433855 0.00303507
internal_count=3910 3195 2631 1885 740 1145 843
is_linear=0
shrinkage=0.00196078


Tree=7593
num_leaves=9
num_cat=0
split_feature=160 50 3 15 3 160 1 3
split_gain=2.08654e-05 3.75516e-05 4.45789e-05 3.16251e-05 9.04815e-05 5.04643e-05 4.04398e-05 7.5825e-05
threshold=0.099550000000000013 0.086465000000000014 -0.10628499999999998 0.088190000000000004 -0.075954999999999981 -0.021529999999999997 0.092385000000000009 0.090325000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=0.00033352349190544933 -0.00027536007791024644 -0.00033529523953875786 -0.00058536514853159112 0.00030872895476742753 0.00040502448343125036 -0.00032771609457273959 0.00046850664935940153 -0.00028200290290959811
leaf_weight=0.0018414447017827814 0.0010107437632986766 0.0010165410494591834 0.0010572332490551796 0.0010093116233056247 0.0011571036869159968 0.0013831668433055564 0.0010692145769186777 0.0010031275731840871
leaf_count=413 311 664 1021 554 256 256 254 181
internal_value=0 2.0916e-05 6.34133e-05 -1.10561e-05 -6.79823e-05 5.06044e-05 -6.80759e-05 0.000105219
internal_weight=0 0.00953714 0.0085206 0.00667916 0.00566985 0.00461261 0.00345551 0.00207234
internal_count=3910 3599 2935 2522 1968 947 691 435
is_linear=0
shrinkage=0.00196078


Tree=7594
num_leaves=7
num_cat=0
split_feature=52 12 133 13 4 4
split_gain=9.61589e-06 2.40827e-05 3.03596e-05 7.23888e-05 3.49556e-05 2.71804e-05
threshold=0.11401500000000002 0.095000000000000015 -0.0056849999999999991 -0.083514999999999992 0.063160000000000008 -0.048489999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.017532696596926866 -0.0081099140690794741 0.011359596848164072 0.023012223844947305 -0.011292140621091577 -0.020465129916266769 0.0083315663474611817
leaf_weight=0.0010195307045044958 0.0012883463543853701 0.0018074714777485176 0.001189369834701884 0.0011679090864264989 0.0010790567801249838 0.0017839293468274191
leaf_count=778 647 696 628 485 231 445
internal_value=0 0.00119528 -0.001749 0.0013336 -0.00506297 0.000567352
internal_weight=0 0.00804727 0.0062398 0.00522027 0.0040309 0.00295184
internal_count=3910 3263 2567 1789 1161 930
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=8
num_cat=0
split_feature=1 52 0 16 0 1 4
split_gain=9.46058e-06 2.27335e-05 3.5001e-05 5.71113e-05 4.29793e-05 2.69808e-05 3.79128e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.10071499999999999 0.10915500000000002 0.0057500000000000008
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=-0.0066288645393709758 0.0086406293593345781 -0.015374798205846203 0.025993789313649471 -0.0044864136980521194 -0.020705050382722742 -0.011569621902169603 0.018446557727148892
leaf_weight=0.0010986067067741048 0.0010974479609235045 0.0010000463078793558 0.0012013487847378776 0.0012589301098136678 0.0011950307933713262 0.0011288603732957799 0.0013364758576551016
leaf_count=233 331 580 520 421 1465 136 224
internal_value=0 -0.00124448 0.000712917 0.010397 -0.00429353 0.00120944 0.00713358
internal_weight=0 0.0082193 0.00721925 0.00246028 0.00475897 0.00356394 0.00243508
internal_count=3910 3579 2999 941 2058 593 457
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=7
num_cat=0
split_feature=49 160 2 2 13 1
split_gain=9.22261e-06 1.96208e-05 4.09046e-05 4.20702e-05 2.49301e-05 4.30319e-05
threshold=0.10447000000000002 0.087825000000000014 0.11260500000000001 0.097135000000000013 -0.014114999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0082073495486861877 0.0089969374379645015 -0.012979530453755914 0.017029843635159161 -0.018485868338525457 0.016465886266414317 -0.0088693274506373328
leaf_weight=0.0015892644849920816 0.001000721756806845 0.001202081822884395 0.0012786918525452256 0.0013115340533547725 0.0018660869184535128 0.0010463078066963484
leaf_count=1396 378 368 461 425 698 184
internal_value=0 -0.0011657 0.000836753 -0.00272514 0.00186666 0.00736395
internal_weight=0 0.00829397 0.00709189 0.00581319 0.00450166 0.00291239
internal_count=3910 3532 3164 2703 2278 882
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=8
num_cat=0
split_feature=11 3 16 1 4 4 4
split_gain=2.23092e-05 3.54586e-05 3.57228e-05 4.38146e-05 5.73603e-05 3.34739e-05 4.25048e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.25582999999999995 0.094485000000000013 0.053925000000000008 -0.076329999999999995 1.0000000180025095e-35
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=0.0003385352626168973 -0.00028342644408480358 -0.00026935332854470263 0.00010710618875828729 0.00049071156116002243 -0.00010757228055495025 -0.00054016926784431971 2.2070876365634826e-05
leaf_weight=0.0012007738695974006 0.0010057949568455246 0.00176536962581252 0.0018448621852130949 0.0015033359259410957 0.0010439432956435815 0.0010235336011889999 0.0010445023309980336
leaf_count=235 291 424 917 488 199 948 408
internal_value=0 2.37812e-05 -2.2167e-05 4.53815e-05 0.000245519 -8.49069e-05 -0.000256199
internal_weight=0 0.00942632 0.00822555 0.00646018 0.00254728 0.0039129 0.00206804
internal_count=3910 3619 3384 2960 687 2273 1356
is_linear=0
shrinkage=0.00196078


Tree=7598
num_leaves=7
num_cat=0
split_feature=1 0 3 48 0 13
split_gain=8.57623e-06 3.10803e-05 2.77336e-05 1.79516e-05 3.19682e-05 2.54327e-05
threshold=0.076710000000000014 -0.083674999999999986 -0.089604999999999976 0.087945000000000009 -0.10575999999999998 -0.0016149999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.018821255353904796 0.015098131294464582 0.014413560983699598 -0.0078140376185255808 -0.0061740567801647391 0.0090531809675248355 -0.012196335276881522
leaf_weight=0.0010056570110774984 0.0019571244435005368 0.0010305397283336282 0.0012328806566193912 0.001806748769557962 0.0010494937784780852 0.0012156647301622614
leaf_count=1044 380 272 692 365 747 410
internal_value=0 -0.00419316 0.00230623 0.0021676 0.00573707 -0.002351
internal_weight=0 0.00326908 0.00226342 0.00602903 0.00422228 0.00226516
internal_count=3910 2008 964 1902 1537 1157
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=8
num_cat=0
split_feature=50 42 47 13 43 4 1
split_gain=3.32757e-05 4.00434e-05 4.89156e-05 5.78276e-05 6.30566e-05 5.78864e-05 8.71641e-05
threshold=0.086465000000000014 -0.090359999999999982 0.09252500000000001 -0.032264999999999995 0.0050750000000000005 0.022820000000000003 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.00031882157495199162 -0.00032101032272904481 -0.00025904953864792842 -0.0002293706739995242 0.00042830371241048639 0.00034478845722485098 0.00065978535824741901 -0.0002884061123026482
leaf_weight=0.0010569616318907111 0.0010866329415700543 0.0019399804544564135 0.0015477597541971163 0.0016845110553485763 0.0010115924409698305 0.0012489830386323815 0.0010647703425015968
leaf_count=368 715 1167 300 456 314 256 334
internal_value=0 4.11006e-05 8.5869e-05 0.000156074 -5.20962e-05 0.000309749 0.000150729
internal_weight=0 0.00955456 0.0084976 0.00694984 0.00295157 0.00399826 0.00274928
internal_count=3910 3195 2827 2527 1481 1046 790
is_linear=0
shrinkage=0.00196078


Tree=7600
num_leaves=8
num_cat=0
split_feature=131 13 3 48 15 52 0
split_gain=9.30857e-06 2.03403e-05 2.58608e-05 3.99077e-05 3.27567e-05 3.77099e-05 3.85532e-05
threshold=0.08103500000000001 -0.23438999999999996 0.11265500000000002 0.091555000000000011 -0.096369999999999983 0.071660000000000015 -0.084154999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.013863262608806505 -0.0091559719649572796 0.012501583310128614 -0.014894036826390939 0.019566340209031041 -0.0013612344456240867 0.0067933746312983621 -0.026219378123166992
leaf_weight=0.0010769613201356762 0.0010031109263557931 0.0011963886565109264 0.0011122463146588189 0.0010363713965196716 0.0012497551499727547 0.0013874355281123193 0.001245898085710343
leaf_count=174 634 382 134 313 604 820 849
internal_value=0 0.00104233 -0.000867947 0.00168288 -0.0019659 -0.00642337 -0.0137711
internal_weight=0 0.00830506 0.0072281 0.00611585 0.00507948 0.00388309 0.00249565
internal_count=3910 3276 3102 2968 2655 2273 1453
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=7
num_cat=0
split_feature=52 43 160 4 16 12
split_gain=1.08606e-05 1.89167e-05 1.35237e-05 2.23064e-05 4.39035e-05 3.49514e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.043720000000000009 -0.084009999999999987 -0.088144999999999987 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.015040247523763857 0.0095284205887607425 -0.0035120462707400506 -0.012110168310497738 -0.0084491020591039145 -0.01609785395562113 0.015276846343564575
leaf_weight=0.0011384913382388446 0.0017214260370826797 0.001062544687621144 0.0011070459222631704 0.0011348161962885768 0.001753392599310853 0.0013710283296799091
leaf_count=513 522 458 277 468 1241 431
internal_value=0 0.00608417 -0.00195734 -7.8014e-05 -0.00396058 0.00453213
internal_weight=0 0.00220104 0.00708771 0.00598066 0.00425924 0.00250584
internal_count=3910 971 2939 2662 2140 899
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=7
num_cat=0
split_feature=1 42 133 2 2 16
split_gain=9.99154e-06 2.36031e-05 2.11983e-05 3.47929e-05 4.21499e-05 2.22618e-05
threshold=0.12864500000000004 0.092145000000000019 0.065880000000000008 0.088820000000000024 0.10796500000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.019615998195986778 0.0089372461612215442 -0.01389341298287098 0.011307055064406499 0.017145507416257245 -0.0067790854615067259 -0.00040321359334856747
leaf_weight=0.0013147242230687041 0.0010921608148651224 0.0012501223826858728 0.0015576046174335494 0.0014952775416390257 0.0014509484038767756 0.0011141838196476485
leaf_count=666 331 727 892 543 339 412
internal_value=0 -0.0012458 0.00103483 -0.00194185 0.0053632 -0.0108027
internal_weight=0 0.00818286 0.00693274 0.00537513 0.00294623 0.00242891
internal_count=3910 3579 2852 1960 882 1078
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=8
num_cat=0
split_feature=1 0 133 16 48 3 0
split_gain=2.35994e-05 5.50813e-05 4.4692e-05 2.96677e-05 3.95375e-05 4.264e-05 2.55358e-05
threshold=0.076710000000000014 -0.084074999999999997 1.0000000180025095e-35 0.10994000000000002 0.087945000000000009 -0.077689999999999995 -0.15291499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.00051877422476155871 0.00054339054760208514 0.00024208810538338581 -0.00027974182419333052 -0.00020901985849876512 -0.0001158960043550612 0.00032381194978833947 -7.7282745412935881e-05
leaf_weight=0.0010160294060692471 0.0012127157894233219 0.0014837497314095136 0.0010979229638840415 0.0012387492497315938 0.001748209596255039 0.0010699807504969076 0.0014203635875946236
leaf_count=1009 560 452 547 368 303 159 512
internal_value=0 -0.000132036 2.01665e-05 6.48948e-05 0.000127139 0.000241876 9.50483e-05
internal_weight=0 0.0035977 0.00258167 0.00669002 0.00545127 0.00370306 0.00249034
internal_count=3910 2008 999 1902 1534 1231 671
is_linear=0
shrinkage=0.00196078


Tree=7604
num_leaves=8
num_cat=0
split_feature=50 160 133 133 42 48 16
split_gain=2.87984e-05 4.35991e-05 5.33984e-05 4.54449e-05 6.14297e-05 5.41535e-05 3.9135e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.090085000000000012 0.08784500000000002 0.087945000000000009 -0.083564999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00031087418423328655 -0.00031677256544553842 -0.00045480004109228875 0.0004152277674473915 -0.00030270220440402985 0.00049575535321311323 -0.00033490137468799609 -5.1623025365745986e-05
leaf_weight=0.0017228862863013731 0.0010269382445143712 0.0010084231931358099 0.0012044985567632102 0.0012777960004647388 0.0012185049581236356 0.0013088146211550837 0.0016172802287547955
leaf_count=804 715 744 225 486 272 214 450
internal_value=0 2.91282e-05 -3.4447e-05 2.95187e-05 0.00010888 -5.24657e-06 0.000147656
internal_weight=0 0.0093582 0.00763532 0.00662689 0.0053491 0.00413059 0.00282178
internal_count=3910 3195 2391 1647 1161 889 675
is_linear=0
shrinkage=0.00196078


Tree=7605
num_leaves=9
num_cat=0
split_feature=11 3 1 15 47 13 3 15
split_gain=2.12837e-05 3.62515e-05 3.4203e-05 6.99172e-05 5.08648e-05 3.71372e-05 2.17631e-05 3.86662e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088010000000000019 -1.0000000180025095e-35 0.096175000000000024 -0.028919999999999998 0.11265500000000002 -0.050004999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -5 7 -4
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=0.00035222140208440917 -0.00027055585644460031 -0.00056623336445818376 0.00058129258648322078 -0.00019607810344980488 -0.00022255552406946386 0.00030681803360623898 -3.5126161557933449e-06 6.4938302035691224e-05
leaf_weight=0.0011665224369848048 0.0010113785114613657 0.0011288064029813848 0.0011616239552152507 0.0012534929703736626 0.0014046475543823722 0.0010272103113325567 0.001099696361382877 0.00107221427557606
leaf_count=222 304 1007 348 559 254 500 230 486
internal_value=0 2.89328e-05 -1.73531e-05 -0.000167116 9.04136e-05 3.04222e-05 0.000222289 0.000333449
internal_weight=0 0.00931421 0.00814769 0.00340951 0.00473818 0.0022807 0.00333353 0.00223384
internal_count=3910 3606 3384 2066 1318 1059 1064 834
is_linear=0
shrinkage=0.00196078


Tree=7606
num_leaves=7
num_cat=0
split_feature=1 4 150 1 15 13
split_gain=1.12627e-05 2.59376e-05 2.54233e-05 2.56258e-05 2.11595e-05 8.86806e-06
threshold=0.085835000000000009 -0.082054999999999975 0.077110000000000012 0.10561500000000001 -0.064869999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.0031888661237181731 -0.011505181059936745 -0.013101209306121518 0.015127279036814802 -0.0021231274092046474 0.016051653160933554 0.0098977945979649741
leaf_weight=0.0010298581176775283 0.0014793504620248298 0.0017671977918854555 0.0012915765132994368 0.0016667431153200587 0.0010404386987416425 0.0010414491714342319
leaf_count=425 714 1575 349 457 190 200
internal_value=0 -0.00420175 0.00286228 -0.00092156 0.0048619 0.00339108
internal_weight=0 0.00383851 0.00547811 0.00418653 0.00270718 0.00207131
internal_count=3910 2200 1710 1361 647 625
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 1
split_gain=2.338e-05 2.5351e-05 4.92407e-05 3.02476e-05 6.16745e-05 4.3661e-05 5.28533e-05 1.42434e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089910000000000004 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00029929983640699628 -0.00028619714499874811 -0.00022980529973312349 -0.00029662932502287561 0.0004449404092500503 -0.00031479146239180749 -0.00013357489795443433 0.00067764018960393213 -1.5584624796451991e-05
leaf_weight=0.0010612661257179924 0.0010155913318450538 0.0012678628676983722 0.0011994493582145769 0.0010241552556953465 0.0012042276197712061 0.0011990042240878234 0.0010051532516341744 0.0011515918248319883
leaf_count=402 715 622 300 291 700 326 304 250
internal_value=0 2.74473e-05 6.90237e-05 0.000135022 7.85564e-05 0.000185796 0.000304791 0.000135431
internal_weight=0 0.00911271 0.00784485 0.0066454 0.00562124 0.00441702 0.00321801 0.00221286
internal_count=3910 3195 2573 2273 1982 1282 956 652
is_linear=0
shrinkage=0.00196078


Tree=7608
num_leaves=8
num_cat=0
split_feature=50 42 47 4 43 16 4
split_gain=2.62732e-05 3.01227e-05 4.05754e-05 3.76883e-05 3.59702e-05 6.04575e-05 3.42723e-05
threshold=0.086465000000000014 -0.090359999999999982 0.087850000000000025 0.15927500000000003 -0.083094999999999988 0.15737500000000001 -0.076329999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00029196152845316678 -0.00030276813432455259 0.00036604949781636595 -0.00019135063369247565 0.00042854406165165074 0.00039183373818989686 -0.00044152628404322311 -4.8863627043926402e-05
leaf_weight=0.0010019979476870609 0.0010183832793189832 0.0011586655346331304 0.0018092727883595918 0.0013774699731230614 0.0010859798144708358 0.0010058507375168978 0.0018079697724885349
leaf_count=368 715 443 352 455 526 316 735
internal_value=0 2.90634e-05 6.80759e-05 0.000141006 6.27066e-05 -2.74193e-05 0.000116512
internal_weight=0 0.00924721 0.00824521 0.00643594 0.00505847 0.0038998 0.00289395
internal_count=3910 3195 2827 2475 2020 1577 1261
is_linear=0
shrinkage=0.00196078


Tree=7609
num_leaves=8
num_cat=0
split_feature=40 48 51 1 1 3 15
split_gain=9.95578e-06 2.74951e-05 2.93445e-05 4.7002e-05 3.00519e-05 3.21872e-05 2.63209e-05
threshold=-0.064864999999999992 0.11119000000000002 0.085845000000000019 0.11198000000000001 0.092550000000000007 -1.0000000180025095e-35 0.041585000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0093265363864597807 -0.0100149599399268 -0.014442806192522924 -0.012611907949583431 0.023061718717235256 -0.013913872291588889 0.019137339395761305 0.0092540340375720734
leaf_weight=0.0010291100314207885 0.0014297579348824094 0.0010009437194545435 0.0010079912245430332 0.0012574088028148847 0.0010163538339499623 0.0011894973748367557 0.0014060244433654718
leaf_count=355 973 177 430 320 434 140 1081
internal_value=0 0.00110059 0.00322978 0.00576482 0.00145088 0.00533037 -0.000461097
internal_weight=0 0.00830798 0.00730703 0.00629904 0.00504163 0.00402528 0.00283578
internal_count=3910 3555 3378 2948 2628 2194 2054
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=7
num_cat=0
split_feature=1 0 43 150 0 12
split_gain=9.98008e-06 2.44956e-05 2.90869e-05 2.32564e-05 2.21292e-05 4.01784e-05
threshold=0.085835000000000009 -0.087614999999999985 -0.083899999999999988 0.077110000000000012 -0.11756999999999999 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.016066757249816391 -0.010035828112314338 0.014456517194938857 -0.0069500598735838031 0.014418397737785927 0.016876500271460641 -0.0082299654080343412
leaf_weight=0.0011633210797963671 0.0016283209549218833 0.0010337333497548026 0.0016445831020024206 0.00129320012211772 0.0013341447718271436 0.0012205620724405832
leaf_count=744 261 434 1022 349 371 729
internal_value=0 -0.00395055 0.00131211 0.00269799 -0.000925415 0.00488139
internal_weight=0 0.00384164 0.00267832 0.00547623 0.00418303 0.00255471
internal_count=3910 2200 1456 1710 1361 1100
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=7
num_cat=0
split_feature=42 51 42 43 48 1
split_gain=1.02238e-05 2.09861e-05 2.77543e-05 3.99231e-05 1.86517e-05 3.20567e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.087945000000000009 0.076710000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0074673436454358623 -0.011537168841471981 0.023851686929708342 -0.010469861476831563 -0.0072129445000514315 -0.0069550979635290408 0.014468750134121003
leaf_weight=0.0015449523991777426 0.001073607686650796 0.0010681582189551913 0.0011692459087325642 0.0010519220833682817 0.0014571127107310686 0.0019387000356590905
leaf_count=1060 521 673 710 296 202 448
internal_value=0 0.00144068 0.00352488 0.00649145 0.00232225 0.00684243
internal_weight=0 0.00775875 0.00668514 0.00551589 0.00444773 0.00299062
internal_count=3910 2850 2329 1619 946 744
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=2.09211e-05 2.57619e-05 4.30227e-05 3.3663e-05 7.3275e-05 4.90068e-05 5.88271e-05 1.51013e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089785000000000018 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-3.1900207018490352e-05 -0.00027231619030308995 -0.00023524536038066365 -0.0002742149480108223 0.00045436147016974073 -0.00036155614551987254 -0.00015135401683376277 0.00070400968007882302 0.00029315847629680475
leaf_weight=0.0010894038870259567 0.0010152913030423679 0.0012651185342870174 0.0012073569653656612 0.0010280307641773465 0.0011984706589076646 0.0012085832353454363 0.0010086189959534141 0.0011086765897357332
leaf_count=473 715 622 300 291 700 326 306 177
internal_value=0 2.44138e-05 6.62655e-05 0.000128159 6.84221e-05 0.000185134 0.000311954 0.000132054
internal_weight=0 0.00911426 0.00784914 0.00664178 0.00561375 0.00441528 0.0032067 0.00219808
internal_count=3910 3195 2573 2273 1982 1282 956 650
is_linear=0
shrinkage=0.00196078


Tree=7613
num_leaves=9
num_cat=0
split_feature=4 0 160 15 13 49 42 2
split_gain=4.42775e-05 0.000100493 2.9578e-05 3.89123e-05 6.60954e-05 3.94076e-05 6.85806e-05 6.74451e-05
threshold=-0.49269499999999994 -1.0000000180025095e-35 0.087825000000000014 -0.19153499999999998 -0.094679999999999986 -0.014479999999999998 -0.087904999999999983 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8
right_child=1 -3 -4 4 5 6 7 -9
leaf_value=-0.00040007189131305808 -0.0003358718424027616 0.00061179859134640705 -0.00029579638649632889 0.00046861089140260906 -0.00032733930083705606 0.00050794943681361062 -0.00043689947221948848 0.00016491843197792848
leaf_weight=0.0010078885261798455 0.0010567665529411102 0.0010281679577831366 0.0014125166038713036 0.0012831324317697096 0.0012778112701197402 0.0010162216202746544 0.0012157451772636658 0.0017415088630102771
leaf_count=192 326 223 399 307 323 358 529 1253
internal_value=0 3.10536e-05 -3.52639e-05 1.32142e-05 6.96695e-05 -2.78104e-05 6.85137e-05 -8.24926e-05
internal_weight=0 0.0100319 0.0090037 0.00759119 0.00653442 0.00525129 0.00397348 0.00295725
internal_count=3910 3718 3495 3096 2770 2463 2140 1782
is_linear=0
shrinkage=0.00196078


Tree=7614
num_leaves=7
num_cat=0
split_feature=49 47 15 42 43 0
split_gain=1.06354e-05 1.90953e-05 4.07826e-05 2.7006e-05 5.14219e-05 2.09456e-05
threshold=0.10447000000000002 0.09252500000000001 -0.096369999999999983 0.084685000000000024 0.0016850000000000001 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.017963624113717019 0.0096463390039999639 -0.011355284851693532 -0.0049187726918393619 0.0081427401239158141 0.010569185575138869 -0.022345126248235543
leaf_weight=0.0011777070783277836 0.0010095745770142871 0.001520073558181235 0.0012662051639834612 0.001674610266879979 0.0011709907853164753 0.0015149688184454544
leaf_count=503 378 307 251 1178 230 1063
internal_value=0 -0.00122205 0.00104165 -0.00250019 -0.00700981 -0.0144113
internal_weight=0 0.00832456 0.00680448 0.00562678 0.00395216 0.00278117
internal_count=3910 3532 3225 2722 1544 1314
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 3 52 16
split_gain=2.02491e-05 3.38246e-05 4.1952e-05 4.47135e-05 5.77799e-05 4.30651e-05 6.49827e-05 5.12308e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -0.076734999999999984 0.083750000000000005 0.26760500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7
right_child=-2 2 3 5 -6 7 -8 -9
leaf_value=0.0003635121705958297 -0.00026299798213919409 -0.00033731424957920725 0.00057998390301020454 -0.00061219482211647216 -5.0316605466593465e-05 0.00037468934670180788 6.3609705805431523e-05 -0.00017817899500910099
leaf_weight=0.0010118768229189995 0.0010435090199793868 0.0013164071360739927 0.001147457502214913 0.0010658623405363546 0.0010906508806421914 0.0013383685208025325 0.0011238132651142786 0.0012427287700202501
leaf_count=413 715 298 169 936 131 461 605 182
internal_value=0 2.50001e-05 -1.61435e-05 4.41787e-05 0.000272833 -6.30895e-05 -0.00026535 0.000108498
internal_weight=0 0.00933717 0.00832529 0.00700888 0.00223811 0.00477077 0.00218968 0.0025811
internal_count=3910 3195 2782 2484 300 2184 1541 643
is_linear=0
shrinkage=0.00196078


Tree=7616
num_leaves=7
num_cat=0
split_feature=50 160 49 133 43 0
split_gain=1.61247e-05 2.71609e-05 3.09537e-05 2.84922e-05 5.44452e-05 2.89021e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 -0.074254999999999988 -0.13870499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00024428848721977684 -0.00024321391327588641 0.00025548947553854991 0.00025213812302359376 -0.00038614878603547933 2.2001779073884413e-05 -0.00033935422340971341
leaf_weight=0.0016610702206316186 0.0010124393184367279 0.001197456003443044 0.001747831061784277 0.001032972398786778 0.0015757902355437901 0.0018500819946523095
leaf_count=804 715 220 501 460 213 997
internal_value=0 1.76906e-05 -3.31452e-05 -8.88316e-05 -2.94698e-05 -0.000173142
internal_weight=0 0.0090652 0.00740413 0.00620668 0.0051737 0.00342587
internal_count=3910 3195 2391 2171 1711 1210
is_linear=0
shrinkage=0.00196078


Tree=7617
num_leaves=8
num_cat=0
split_feature=4 0 47 42 15 15 1
split_gain=3.49793e-05 9.32141e-05 2.64735e-05 6.1984e-05 6.89288e-05 5.76772e-05 5.72795e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.10887000000000001 0.091230000000000019 0.085285000000000014 -0.0063699999999999989 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00035216991523062202 -0.0003625751036127569 0.00053911585672779055 -0.00030569239180524508 0.00041198816672335183 -0.00051902530996493328 0.00035415001109173632 0.00013605473428351787
leaf_weight=0.0010146812918782585 0.0017656371240589185 0.0012123155784081558 0.0012490037047484864 0.0011928590437114677 0.001108388017381454 0.0014295844591855353 0.001777328717615019
leaf_count=208 934 252 221 735 754 403 403
internal_value=0 3.03905e-05 -4.19725e-05 3.31156e-06 -7.68559e-05 2.17042e-05 -0.000112437
internal_weight=0 0.00973512 0.0085228 0.0072738 0.00608094 0.00497255 0.00354297
internal_count=3910 3702 3450 3229 2494 1740 1337
is_linear=0
shrinkage=0.00196078


Tree=7618
num_leaves=9
num_cat=0
split_feature=160 15 52 4 4 13 16 15
split_gain=2.41486e-05 3.32316e-05 5.68489e-05 5.78767e-05 5.81214e-05 6.68824e-05 2.79942e-05 3.10157e-05
threshold=0.099550000000000013 -0.19153499999999998 0.11110500000000002 -0.23071499999999998 -0.082054999999999975 -0.094679999999999986 -0.057604999999999996 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=-0.00031085355496194504 -0.00030284309361162026 -0.00042472810442380113 0.00043884772725859115 0.00045477044158601614 0.00038653258224355104 -0.00033041730152018122 0.00024293310975886416 -0.00023851926917847101
leaf_weight=0.0010615646938237919 0.001006244157882555 0.00109815760142904 0.0012754140668299911 0.0011821930632650943 0.0011500188805771837 0.0018044230934264683 0.0010373306445975198 0.0010205658899096067
leaf_count=397 311 239 536 581 226 793 448 379
internal_value=0 1.63883e-05 5.69327e-05 -9.86021e-06 6.3687e-05 -2.85526e-05 -0.000152146 4.16801e-06
internal_weight=0 0.00962967 0.0085681 0.00729269 0.00619453 0.00501234 0.00386232 0.0020579
internal_count=3910 3599 3202 2666 2427 1846 1620 827
is_linear=0
shrinkage=0.00196078


Tree=7619
num_leaves=8
num_cat=0
split_feature=11 3 1 13 15 47 3
split_gain=1.63477e-05 3.65764e-05 2.82416e-05 6.33908e-05 5.02064e-05 4.90229e-05 3.59099e-05
threshold=0.076265000000000013 -0.10628499999999998 0.088010000000000019 -0.0024749999999999993 -1.0000000180025095e-35 0.09252500000000001 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -6
right_child=-2 2 3 5 6 -7 -8
leaf_value=0.00033521989395466072 -0.00024207665919084761 -0.00049384532455733741 0.00037294035452836727 8.6561170920509395e-05 -0.00026423750704695988 -0.00042847558113097352 0.00022811107428590159
leaf_weight=0.0012232292260595341 0.001023328487953906 0.0011683896012539916 0.0017047976616050018 0.0019821813171797733 0.0010402555860299775 0.0011075345499486468 0.0012586782319325409
leaf_count=235 291 1007 881 327 917 110 142
internal_value=0 1.87776e-05 -2.80741e-05 6.94161e-05 -0.000162881 -9.80581e-05 5.3259e-06
internal_weight=0 0.00948507 0.00826184 0.00479451 0.00346732 0.00308972 0.00229893
internal_count=3910 3619 3384 1318 2066 437 1059
is_linear=0
shrinkage=0.00196078


Tree=7620
num_leaves=9
num_cat=0
split_feature=50 157 51 42 2 43 4 13
split_gain=2.02586e-05 3.35658e-05 4.96563e-05 5.75189e-05 3.77125e-05 4.88098e-05 2.49793e-05 3.01179e-05
threshold=0.086465000000000014 -0.062769999999999979 -0.032189999999999989 -1.0000000180025095e-35 0.086545000000000025 -0.077544999999999989 0.055260000000000011 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.0003625622805348115 -0.000259068263190936 -0.0003980895079569422 -0.00037945834295519376 -0.00014691851283171422 0.00050656318236287038 -4.5809932449400165e-05 -0.00016815465536627406 0.00040624489485194005
leaf_weight=0.0010125889814714779 0.0010738083118942395 0.0011292125955594152 0.0010622255907075618 0.0016052050155847923 0.0014117212743875525 0.0010841996539247855 0.0011127024648218049 0.0011869867161033941
leaf_count=405 715 417 712 698 347 309 229 78
internal_value=0 2.49098e-05 -1.48823e-05 4.30998e-05 0.000113224 0.0002003 7.25302e-05 0.000190447
internal_weight=0 0.00960484 0.00859225 0.00746304 0.00640082 0.00479561 0.00338389 0.00227119
internal_count=3910 3195 2790 2373 1661 963 616 387
is_linear=0
shrinkage=0.00196078


Tree=7621
num_leaves=9
num_cat=0
split_feature=11 3 42 3 16 1 3 15
split_gain=1.85001e-05 2.78887e-05 3.60353e-05 6.50063e-05 3.04367e-05 4.60868e-05 2.94552e-05 1.72807e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.30307999999999996 0.094695000000000015 0.084925000000000014 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=0.00030335489499828342 -0.00025992001286024452 0.0003225502869512373 -0.00050520473396399438 -0.00028435521648080607 -0.00034320748850777302 0.00047511246118268186 7.2414196932490282e-05 0.0001176535349599047
leaf_weight=0.0011643036479693754 0.0010094494078613124 0.0010236607165982122 0.0011164933392630062 0.0010974095289499287 0.0010706285373441706 0.001047907321120466 0.0016910764872031595 0.0010320446570368409
leaf_count=222 304 372 1375 308 602 287 148 292
internal_value=0 1.96435e-05 -2.12424e-05 -7.11218e-05 1.04821e-05 7.73098e-05 -8.87096e-05 0.000297746
internal_weight=0 0.00924352 0.00807922 0.00705556 0.00593907 0.00484166 0.00276171 0.00207995
internal_count=3910 3606 3384 3012 1637 1329 750 579
is_linear=0
shrinkage=0.00196078


Tree=7622
num_leaves=7
num_cat=0
split_feature=1 4 3 150 15 3
split_gain=8.97371e-06 2.50445e-05 1.9799e-05 1.88836e-05 2.48121e-05 4.46986e-05
threshold=0.085990000000000011 -0.15333499999999997 -0.080664999999999987 0.077110000000000012 -0.017214999999999998 0.092005000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0059866163294938022 0.0046951291373732683 -0.001621314453547004 -0.020078992815405632 0.013010361534641907 0.010797593194459205 -0.020271177546959951
leaf_weight=0.0015762995167908555 0.0017038215563650199 0.0012315270987733648 0.0011004477268609597 0.0013078687482925297 0.0012952012383508371 0.001238280229974251
leaf_count=166 501 1296 747 348 659 193
internal_value=0 -0.00374996 -0.0103314 0.00250653 -0.000735534 -0.00581276
internal_weight=0 0.00390827 0.00233197 0.00554517 0.0042373 0.0029421
internal_count=3910 2209 2043 1701 1353 694
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=7
num_cat=0
split_feature=11 48 42 16 16 2
split_gain=1.99441e-05 2.83606e-05 3.56736e-05 3.19995e-05 7.24341e-05 5.81492e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.15737500000000001 -0.0083999999999999995 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0002890973434826562 -0.00026541338720884917 0.00025324086901944653 -0.00026346804663483108 -0.00022113153611203514 0.00057777214636773016 -0.00023751289970702923
leaf_weight=0.001407589354152573 0.00101128902325424 0.0017011650736198916 0.0018501677228979583 0.0012882060935757549 0.0010552866908722343 0.0018867757120734695
leaf_count=520 304 433 1243 230 373 807
internal_value=0 2.47022e-05 -2.72183e-05 5.03115e-05 0.000130703 -1.25072e-05
internal_weight=0 0.00918919 0.00748803 0.00563786 0.00434965 0.00329437
internal_count=3910 3606 3173 1930 1700 1327
is_linear=0
shrinkage=0.00196078


Tree=7624
num_leaves=7
num_cat=0
split_feature=49 2 52 13 15 12
split_gain=1.03158e-05 1.82369e-05 2.54081e-05 3.06806e-05 6.80652e-05 4.12493e-05
threshold=0.10447000000000002 0.11260500000000001 0.090640000000000012 0.0024700000000000004 -0.076594999999999983 0.088325000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.011566982055523325 0.00941303892564678 0.0086847543198313032 -0.01463940217229261 -0.015367240968305065 0.0024981538426401256 0.028086329828924134
leaf_weight=0.0017469882536424487 0.0010219952846060405 0.0015218140667468899 0.0015595428514939306 0.0010601550606998758 0.0013930831525918361 0.0011501118376501898
leaf_count=617 378 501 720 411 821 462
internal_value=0 -0.00122522 -0.00340777 -0.000133914 0.00363042 0.0140699
internal_weight=0 0.0084317 0.00690988 0.00535034 0.00429018 0.00254319
internal_count=3910 3532 3031 2311 1900 1283
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=7
num_cat=0
split_feature=47 51 0 0 16 2
split_gain=9.61319e-06 2.02693e-05 2.52191e-05 3.31265e-05 2.77263e-05 2.05183e-05
threshold=0.09550500000000002 0.08955500000000001 -0.11287999999999999 -0.084304999999999977 0.15737500000000001 0.092340000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.01920779718382748 0.006516107173800874 -0.014867409016203282 -0.018712089207393822 0.008667239325555234 -0.0098076723702801277 -0.00033074380004176405
leaf_weight=0.0010589792955886805 0.001796003239647577 0.001002595155485086 0.0011274448525625726 0.0019827270777147705 0.0013761076749062868 0.0010914082072343346
leaf_count=169 389 413 967 1282 410 280
internal_value=0 -0.00161466 0.000387422 -0.00388038 0.00109811 0.0092912
internal_weight=0 0.00763926 0.00663667 0.00448628 0.00335883 0.00215039
internal_count=3910 3521 3108 2659 1692 449
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=8
num_cat=0
split_feature=50 15 16 160 48 52 13
split_gain=2.65707e-05 4.30251e-05 3.94653e-05 3.99994e-05 4.33778e-05 5.01093e-05 2.82703e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.026849999999999995 0.087770000000000015 -0.031409999999999993 -1.0000000180025095e-35
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=0.0004077314373830646 -0.00030349131242018827 -0.00032903424785148865 0.00033727982358393793 -0.00041260342953638183 0.00030143045944926557 -0.00018675218918278523 0.00019475969987095001
leaf_weight=0.001012278440889359 0.0010467254252676033 0.0013375089546630364 0.0013835677345750705 0.0015129734758550215 0.0011750146310268769 0.0013484041588538065 0.0016735810349586015
leaf_count=413 715 298 616 610 270 750 238
internal_value=0 2.57702e-05 -2.00901e-05 3.81622e-05 -3.43161e-05 -0.000121309 2.45298e-05
internal_weight=0 0.00944333 0.00843105 0.00709354 0.00570997 0.00453496 0.00302199
internal_count=3910 3195 2782 2484 1868 1598 988
is_linear=0
shrinkage=0.00196078


Tree=7627
num_leaves=8
num_cat=0
split_feature=11 3 42 3 1 4 3
split_gain=2.19746e-05 2.64446e-05 2.32014e-05 5.52612e-05 2.69457e-05 5.98395e-05 4.02725e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 0.094695000000000015 0.053925000000000008 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00030226815675901621 -0.00027945937045948337 0.00026323704642088508 -0.0004575597490354037 -0.00038172152180941009 0.0004593601404469482 -0.00010415033353510299 8.0344590581936628e-05
leaf_weight=0.0011618253572956731 0.0010060377453185694 0.0010123913734272384 0.0011013219617355772 0.0012324308640179571 0.0013412290416364337 0.0015756450599011505 0.0017620585992856909
leaf_count=222 304 372 1375 652 409 416 160
internal_value=0 2.57857e-05 -1.42419e-05 -5.43003e-05 2.08293e-05 0.000154962 -0.000109826
internal_weight=0 0.0091869 0.00802508 0.00701269 0.00591136 0.00291687 0.00299449
internal_count=3910 3606 3384 3012 1637 825 812
is_linear=0
shrinkage=0.00196078


Tree=7628
num_leaves=9
num_cat=0
split_feature=50 15 47 3 12 13 3 2
split_gain=2.43997e-05 2.97387e-05 3.80505e-05 5.00364e-05 5.04354e-05 5.04942e-05 4.66497e-05 3.6134e-05
threshold=0.086465000000000014 -0.14868999999999996 0.096175000000000024 0.10420500000000001 0.086935000000000012 -0.016579999999999998 0.045635000000000002 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00034509462893315837 -0.00029268479352511924 -3.2087805255699762e-06 -0.0003301944321084557 0.00037045464919611948 -0.00057347924766677023 3.0377909203402329e-05 -0.00020984390270474825 0.00049495234481713145
leaf_weight=0.0010046022424794404 0.0010219794290612901 0.0010164147529620202 0.0012308689275806637 0.001432584073824383 0.0010862470897464137 0.0010441590629628292 0.0011792215633540798 0.0012461238896212443
leaf_count=428 715 427 227 176 750 579 130 478
internal_value=0 2.66012e-05 -1.22494e-05 4.36196e-05 -4.04085e-05 -0.000277516 0.000106358 0.00027116
internal_weight=0 0.00924022 0.00823562 0.00700475 0.00557217 0.00213041 0.00344176 0.00226254
internal_count=3910 3195 2767 2540 2364 1329 1035 905
is_linear=0
shrinkage=0.00196078


Tree=7629
num_leaves=8
num_cat=0
split_feature=4 0 2 16 16 4 2
split_gain=3.90427e-05 7.27892e-05 3.82889e-05 6.473e-05 6.38879e-05 4.491e-05 4.6746e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.081615000000000007 -0.055679999999999993 -0.0083999999999999995 -0.0031049999999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.00037927762508774927 2.6859799395572955e-05 0.00048653658289655018 -0.00039416984183776469 -0.00060715254910667963 0.00039533832882081955 0.00025473209853202978 -0.00023434340601592742
leaf_weight=0.0010053926957052537 0.0014852506896793362 0.0011634079327352493 0.0011971676785846176 0.0010616539366959062 0.001526799283271498 0.0018211933817695739 0.0012790702906940424
leaf_count=208 482 252 1099 408 735 446 280
internal_value=0 2.69796e-05 -3.6889e-05 -0.000237422 5.08032e-05 -7.16039e-05 5.29551e-05
internal_weight=0 0.00953454 0.00837114 0.0025469 0.00582423 0.00429743 0.00310026
internal_count=3910 3702 3450 890 2560 1825 726
is_linear=0
shrinkage=0.00196078


Tree=7630
num_leaves=8
num_cat=0
split_feature=131 159 12 1 2 48 52
split_gain=9.75231e-06 2.22469e-05 3.4601e-05 4.1955e-05 6.20893e-05 4.33113e-05 2.88555e-05
threshold=0.08103500000000001 0.073745000000000019 0.10058500000000002 0.11215000000000001 0.086545000000000025 0.085265000000000021 0.089525000000000007
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=-0.010269731898886464 -0.0092665586565971788 0.014435729062532661 -0.018182862171845865 -0.013291668352184103 -0.0072896924259799019 0.028112873934243082 0.016316147904911728
leaf_weight=0.0015701422083881714 0.0010304172954414053 0.0010809215513380667 0.0010037544374666358 0.001430161621412027 0.001008641979520285 0.0012999826476902498 0.0010641799256502762
leaf_count=847 634 554 394 254 636 254 337
internal_value=0 0.00103756 -0.000925655 0.00179233 0.00615664 0.0138036 0.00482947
internal_weight=0 0.00845778 0.00737686 0.00637311 0.00494295 0.0033728 0.00207282
internal_count=3910 3276 2722 2328 2074 1227 973
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=8
num_cat=0
split_feature=3 39 2 457 13 15 2
split_gain=1.0883e-05 2.62504e-05 2.80203e-05 2.48075e-05 2.14301e-05 2.33944e-05 5.37968e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 0.082870000000000013 0.0024700000000000004 -0.064869999999999983 0.085355000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.010803032760079311 0.0084194183162306264 0.013607592095022991 -0.017060357978639619 0.013123133682783823 -0.01612026584085155 0.019843103422428964 -0.010109234235774259
leaf_weight=0.001324473038477385 0.0013016984807995074 0.0010167719033195612 0.0012660121807077287 0.0010685667383783922 0.0010807595668489095 0.0012739694302032177 0.0011328830447790686
leaf_count=642 239 424 354 196 476 789 790
internal_value=0 -0.00142629 -0.00356519 -0.00065989 -0.00372053 -0.000129015 0.00574482
internal_weight=0 0.00816344 0.00714666 0.00588065 0.00481209 0.00373133 0.00240685
internal_count=3910 3671 3247 2893 2697 2221 1579
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=9
num_cat=0
split_feature=50 4 40 160 12 3 0 2
split_gain=1.68901e-05 3.03992e-05 3.54216e-05 4.8966e-05 6.76949e-05 6.041e-05 5.87814e-05 5.86223e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.015794999999999997 -0.070894999999999986 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -7
right_child=-2 -3 3 -5 6 7 -8 -9
leaf_value=-0.00035944776797309028 -0.00024515824933959117 0.00033080605866842695 0.00067880983629885834 -0.00030601531496952228 -0.00047316314905406447 0.00043445242685505011 0.00014272182939583611 -0.00022175008996166653
leaf_weight=0.0010283719943298894 0.0010115204063789714 0.0010792388023819167 0.0010708418609305316 0.0013392875519177422 0.0010898315446165848 0.0010465065344741676 0.0013143322721994883 0.0010471550703577796
leaf_count=274 715 396 621 308 937 81 391 187
internal_value=0 2.20501e-05 -1.99367e-05 3.06056e-05 0.000111564 0.000299999 -0.000136465 0.00010625
internal_weight=0 0.00901557 0.00793633 0.00690795 0.00556867 0.0031645 0.00240416 0.00209366
internal_count=3910 3195 2799 2525 2217 889 1328 268
is_linear=0
shrinkage=0.00196078


Tree=7633
num_leaves=7
num_cat=0
split_feature=4 16 52 16 1 13
split_gain=1.04805e-05 1.72066e-05 2.75804e-05 5.74839e-05 3.30601e-05 4.5905e-05
threshold=0.25367000000000006 -0.092424999999999993 0.10433000000000002 0.26538000000000006 0.090355000000000005 -0.0101
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0096638708817921443 0.0068075425357011377 0.01135638143472768 0.016014261133839483 -0.022246389167603235 0.016001003258738971 -0.017826641410398969
leaf_weight=0.0019960653863485807 0.0017959307278513576 0.0010419121777077755 0.0010209946008091324 0.0010884972767519069 0.00139735707223337 0.0011167340395074866
leaf_count=576 534 910 460 430 496 504
internal_value=0 -0.00167988 0.00113303 -0.00213829 0.00401683 -0.00374089
internal_weight=0 0.00766156 0.0056655 0.0046445 0.003556 0.00215865
internal_count=3910 3376 2800 2340 1910 1414
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=7
num_cat=0
split_feature=47 51 13 0 12 13
split_gain=9.86938e-06 1.96746e-05 2.57935e-05 4.46331e-05 4.54748e-05 2.36672e-05
threshold=0.09550500000000002 0.08955500000000001 -0.014114999999999997 -0.11287999999999999 0.086865000000000012 -0.09547499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00070964087490915791 0.0065942649114325005 -0.014696432431104037 0.019215961640809371 -0.016759451944102458 0.011311517960252272 -0.01787785660308723
leaf_weight=0.0016781391915008238 0.0018023003496892183 0.0010016425796725553 0.0014904598701340707 0.0011758149489046218 0.0011333890848253011 0.0011575332787162511
leaf_count=348 389 413 238 403 651 1468
internal_value=0 -0.00163271 0.000339338 0.00572549 -0.00298183 -0.00687785
internal_weight=0 0.00763698 0.00663534 0.00379966 0.0023092 0.00283567
internal_count=3910 3521 3108 1292 1054 1816
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=7
num_cat=0
split_feature=0 52 48 0 2 3
split_gain=8.97161e-06 2.28259e-05 2.15397e-05 2.61144e-05 4.15232e-05 6.41983e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.087945000000000009 -0.15291499999999997 0.088895000000000016 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.014571368741453598 0.0059952629284266545 0.018173316891405968 -0.0087562895830122969 0.02578588781807712 -0.014593172351021325 -0.0076391197920141103
leaf_weight=0.0011527165074235735 0.0019445341970644745 0.0010493896581560023 0.00173678581513881 0.0010881390684330718 0.0012340391380674855 0.0012176097697885295
leaf_count=597 446 195 426 697 806 743
internal_value=0 -0.00162929 0.000729013 0.00431875 0.000211487 0.00813496
internal_weight=0 0.00747868 0.00632596 0.00458918 0.00353979 0.00230575
internal_count=3910 3464 2867 2441 2246 1440
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=8
num_cat=0
split_feature=50 156 133 160 16 1 48
split_gain=2.54824e-05 2.35365e-05 2.7137e-05 6.8215e-05 3.72338e-05 4.1324e-05 7.04265e-05
threshold=0.086465000000000014 0.083820000000000019 0.090085000000000012 0.087825000000000014 0.15100500000000003 1.0000000180025095e-35 0.084670000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0002195694423306613 -0.00030420239998424928 -0.00025658785954327907 -0.00021068707769297904 -0.00033774075772338241 0.00045581267922586196 0.00045317613045788447 -0.00016427537162058475
leaf_weight=0.0011403489068355327 0.001009371376494878 0.0010174483723356066 0.0012086100206212735 0.0011044755002080041 0.0015341269206090719 0.0018696806848073205 0.0011452480629580409
leaf_count=848 715 525 551 282 272 507 210
internal_value=0 2.43147e-05 6.00291e-05 0.000108189 0.000194756 9.83744e-05 0.000218632
internal_weight=0 0.00901994 0.00800249 0.00679388 0.0056894 0.00415528 0.00301493
internal_count=3910 3195 2670 2119 1837 1565 717
is_linear=0
shrinkage=0.00196078


Tree=7637
num_leaves=8
num_cat=0
split_feature=1 12 43 12 3 48 0
split_gain=9.65525e-06 1.93646e-05 2.29617e-05 2.97459e-05 3.49313e-05 2.73895e-05 1.04366e-05
threshold=0.12864500000000004 0.10129000000000001 -0.083094999999999988 0.089995000000000006 -0.018854999999999997 0.087710000000000024 -0.15137999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.010846998849950744 0.0087134697610734852 -0.013875764342734857 0.01419411521376609 -0.017994389369032436 -0.0044710935351246709 0.0080581185171451734 -0.018622409396441265
leaf_weight=0.001684403382362698 0.0011076740693508119 0.0010562750125218704 0.0013880063398727088 0.0010111559875790512 0.0010440426726186884 0.0010847366939752221 0.0010405679129188309
leaf_count=811 331 438 1013 754 152 178 233
internal_value=0 -0.00122569 0.000616601 -0.00247796 0.000964719 -0.00482906 -0.011535
internal_weight=0 0.00830919 0.00725291 0.00556851 0.00455735 0.00316935 0.00208461
internal_count=3910 3579 3141 2330 1576 563 385
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=9
num_cat=0
split_feature=160 50 3 15 3 43 160 2
split_gain=3.19682e-05 4.90549e-05 4.27944e-05 4.51753e-05 9.64643e-05 7.22957e-05 3.81637e-05 2.11468e-05
threshold=0.099550000000000013 0.086465000000000014 -0.10628499999999998 0.088190000000000004 -0.076734999999999984 -0.049504999999999987 -0.0098349999999999983 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=0.00032815192852485558 -0.00034870969182111634 -0.0003822884765560321 -0.00062094225767238384 0.00037604851953215534 0.00048813182530136793 0.00023013726652335834 -1.8806735329047221e-05 -0.00037222158674040577
leaf_weight=0.001892879116984633 0.0010017777550563331 0.0010447287908190135 0.0010154373749688937 0.001016181771716332 0.0010901302476651834 0.0010448166104246818 0.0011855193672787516 0.001443529843542343
leaf_count=413 311 664 1007 554 361 170 158 272
internal_value=0 1.91447e-05 6.74141e-05 -5.21285e-06 -7.2249e-05 4.4704e-05 -8.68724e-05 -0.000212856
internal_weight=0 0.00973322 0.00868849 0.00679562 0.00577943 0.004764 0.00367387 0.00262905
internal_count=3910 3599 2935 2522 1968 961 600 430
is_linear=0
shrinkage=0.00196078


Tree=7639
num_leaves=8
num_cat=0
split_feature=3 39 160 3 4 43 4
split_gain=1.07222e-05 2.44536e-05 2.4274e-05 3.37939e-05 6.25851e-05 3.96752e-05 3.69024e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.014470220718918392 0.0095823682066466416 0.013331909680792091 -0.0087768960155853431 -0.028183878495187192 0.0036071035493611377 0.0016961391783097567 0.027982415501913202
leaf_weight=0.0015270532132436879 0.0010267464961017684 0.0010123500736878384 0.0011197857336440421 0.0010163120057071501 0.0015849950282532921 0.0011000202243495287 0.0010380489001852121
leaf_count=1070 209 425 375 291 229 920 391
internal_value=0 -0.0012433 -0.00324097 -0.00031433 -0.00881341 0.00647195 0.0144583
internal_weight=0 0.00839857 0.00738622 0.00585916 0.00260131 0.00325785 0.00213807
internal_count=3910 3701 3276 2206 520 1686 1311
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=7
num_cat=0
split_feature=11 3 3 0 52 16
split_gain=1.93684e-05 3.9261e-05 3.21992e-05 3.34663e-05 4.95891e-05 7.84037e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.075954999999999981 -0.18901999999999997 -0.014099999999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00035110951019898598 -0.0002598234599195276 -0.00024135502710410535 -0.00017177567422397042 0.00041886648904007325 0.00026800848016967559 -0.00039115451797876622
leaf_weight=0.0012365796436909432 0.0010142649088899112 0.0019830204126967208 0.0019077917624453081 0.0015682602009068035 0.0016112137765790075 0.0012183750409793903
leaf_count=235 291 1890 213 506 501 274
internal_value=0 2.5195e-05 -2.3428e-05 4.51065e-05 0.00013919 -1.58164e-05
internal_weight=0 0.00952524 0.00828866 0.00630564 0.00439785 0.00282959
internal_count=3910 3619 3384 1494 1281 775
is_linear=0
shrinkage=0.00196078


Tree=7641
num_leaves=7
num_cat=0
split_feature=11 0 48 42 16 16
split_gain=2.81929e-05 2.53694e-05 0.000119748 4.44065e-05 5.59065e-05 5.95237e-05
threshold=0.076265000000000013 -0.18901999999999997 0.08955500000000001 0.086325000000000013 0.15737500000000001 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00017500078037355416 -0.00031785960482962815 -1.842375090326688e-05 0.0007056700211436703 -0.00027360055224424858 -0.00026515424845754461 0.00051068543889587069
leaf_weight=0.0018868634924975522 0.0010027974923387624 0.0018191607584825728 0.0010144611529614772 0.0018705588356067414 0.0012668528273211974 0.0014845186995550233
leaf_count=214 291 974 432 1230 220 549
internal_value=0 2.81064e-05 7.9509e-05 -1.91103e-05 8.50437e-05 0.000219333
internal_weight=0 0.00934242 0.00745555 0.00644109 0.00457053 0.00330368
internal_count=3910 3619 3405 2973 1743 1523
is_linear=0
shrinkage=0.00196078


Tree=7642
num_leaves=9
num_cat=0
split_feature=11 3 3 15 15 3 1 3
split_gain=4.24716e-05 4.17762e-05 4.0343e-05 0.000103303 3.15395e-05 6.2332e-05 6.13639e-05 0.000114543
threshold=0.077165000000000025 -0.10628499999999998 -0.075954999999999981 0.085120000000000015 -0.017214999999999998 0.10666500000000002 0.094485000000000013 0.10666500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4 -8
right_child=-2 2 4 -5 5 -7 7 -9
leaf_value=0.00035682928998179928 -0.00039376051719704116 -0.00070396867938121623 -0.00039600317992752061 0.00017235175635381563 -5.5729804483121112e-05 0.00056454393210913362 0.00064293204377272408 -0.00020017645804489009
leaf_weight=0.0013066626309736302 0.0010001578174312379 0.0010161079870491972 0.00132783743262489 0.0010533062165354002 0.0013588780539887909 0.0011500265765054373 0.00100115297585126 0.0016252732874642442
leaf_count=244 282 1121 363 769 431 105 355 240
internal_value=0 3.03378e-05 -1.96605e-05 -0.000257932 5.66308e-05 0.00022859 -5.2474e-05 0.000121203
internal_weight=0 0.00983925 0.00853258 0.00206941 0.00646317 0.0025089 0.00395426 0.00262643
internal_count=3910 3628 3384 1890 1494 536 958 595
is_linear=0
shrinkage=0.00196078


Tree=7643
num_leaves=7
num_cat=0
split_feature=50 160 49 133 43 4
split_gain=2.12467e-05 3.19557e-05 3.01384e-05 2.74241e-05 4.56556e-05 3.23447e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 -0.074254999999999988 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00026406380498852038 -0.00027606126240416288 0.0002511871484909764 0.0002252215319915694 -0.00037531470541996552 -0.00036982527286078437 9.6389016298269566e-06
leaf_weight=0.0017072880476502799 0.0010223483779318284 0.0012056727824473331 0.0017908421311282445 0.0010570578825549867 0.001560404319809741 0.0019340136100442467
leaf_count=804 715 220 501 460 828 382
internal_value=0 2.18096e-05 -3.29861e-05 -8.70074e-05 -2.93456e-05 -0.000159808
internal_weight=0 0.00925528 0.00754799 0.00634232 0.00528526 0.00349442
internal_count=3910 3195 2391 2171 1711 1210
is_linear=0
shrinkage=0.00196078


Tree=7644
num_leaves=7
num_cat=0
split_feature=3 39 2 133 2 13
split_gain=1.00493e-05 2.05688e-05 2.35019e-05 2.36805e-05 5.23251e-05 4.94443e-05
threshold=0.13772500000000001 0.005105000000000001 0.11230000000000001 1.0000000180025095e-35 0.088485000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.023205052167568505 0.0080715466806217644 0.011915868918924988 -0.015608461795795132 -0.013744900968635069 0.015045177525923208 0.0040879707748958652
leaf_weight=0.0010687433983874604 0.001305723590372644 0.0010190411789743311 0.0012696816811975896 0.0011125750163848806 0.0019513992513391564 0.0017516663590166888
leaf_count=880 239 424 354 1088 641 284
internal_value=0 -0.00137617 -0.00326952 -0.000607127 0.00245602 -0.00625423
internal_weight=0 0.00817311 0.00715407 0.00588438 0.00477181 0.00282041
internal_count=3910 3671 3247 2893 1805 1164
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=7
num_cat=0
split_feature=11 48 49 51 4 52
split_gain=2.49275e-05 2.93215e-05 3.48473e-05 4.76069e-05 2.89927e-05 5.13932e-05
threshold=0.076265000000000013 0.091555000000000011 -0.006494999999999999 -0.0084849999999999978 0.05309500000000001 0.071660000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00026669118403801833 -0.00029749461112669182 0.00025732256759185724 0.00034518783715413681 -0.00050249520931010033 0.00017425056488412722 3.1132970145067517e-05
leaf_weight=0.0017677625643216953 0.0010088424018223846 0.0017315209179788755 0.001527576766491563 0.0011023999119019869 0.0014160308533674904 0.0018724902949858451
leaf_count=547 291 434 578 728 381 951
internal_value=0 2.68113e-05 -2.5117e-05 4.70374e-05 -5.66875e-05 -0.000166613
internal_weight=0 0.00941778 0.00768626 0.0059185 0.00439092 0.00297489
internal_count=3910 3619 3185 2638 2060 1679
is_linear=0
shrinkage=0.00196078


Tree=7646
num_leaves=7
num_cat=0
split_feature=11 0 48 42 16 4
split_gain=2.23919e-05 2.71359e-05 0.000133782 3.67086e-05 6.20505e-05 5.65992e-05
threshold=0.076265000000000013 -0.18901999999999997 0.08955500000000001 0.086325000000000013 0.15737500000000001 -0.077679999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00019177278691649401 -0.00028978232643819655 0.00050227583583621431 0.00072776452459094988 -0.00026224083084269842 -0.0003046235940607534 -1.391329815189835e-05
leaf_weight=0.0019032453035533435 0.0010082835460684609 0.0014004606743691366 0.0010279650914880173 0.0019055633806934471 0.0012901700961752672 0.0019591765338506416
leaf_count=214 291 604 432 1230 220 919
internal_value=0 1.75566e-05 7.00935e-05 -3.30376e-05 6.08934e-05 0.00020126
internal_weight=0 0.00948658 0.00758334 0.00655537 0.00464981 0.00335964
internal_count=3910 3619 3405 2973 1743 1523
is_linear=0
shrinkage=0.00196078


Tree=7647
num_leaves=8
num_cat=0
split_feature=1 3 15 3 13 49 4
split_gain=9.66855e-06 2.64974e-05 4.49796e-05 4.62808e-05 1.82513e-05 3.59374e-05 2.45525e-05
threshold=0.088010000000000019 -0.115685 -1.0000000180025095e-35 -0.069909999999999986 -0.081284999999999982 -0.015364999999999998 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7
right_child=4 2 3 -5 5 6 -8
leaf_value=0.010609436675448381 0.013377934208862042 -0.02492576622643225 -0.015419075850408345 0.013151454347044426 -0.015433258440105652 0.015578728530517725 -0.003324632612887385
leaf_weight=0.0010138292200765169 0.0012481714270608803 0.0010550327038064255 0.0010478030994505185 0.0012355364140335802 0.0011418595876030568 0.0013102633446307769 0.0014446807693540378
leaf_count=200 469 1021 911 193 253 571 292
internal_value=0 -0.00354956 -0.0078495 4.07059e-05 0.00285415 -0.000516682 0.00566589
internal_weight=0 0.0043522 0.00333837 0.00228334 0.00514498 0.0038968 0.00275494
internal_count=3910 2325 2125 1104 1585 1116 863
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=9
num_cat=0
split_feature=50 15 16 2 4 52 0 2
split_gain=2.33467e-05 3.29071e-05 3.35947e-05 4.07613e-05 5.59272e-05 4.38576e-05 3.92435e-05 2.83756e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 0.106285 -0.23071499999999998 -0.0066199999999999991 -0.10131499999999999 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00036242592689282355 -0.00028146582821964646 -0.00031065899817327397 -0.00044216312778532911 0.00034780151915578126 0.00010729514454509918 0.00051214238674046977 8.5556722562900286e-06 -0.00031883764326671689
leaf_weight=0.0010068604325492491 0.0010452159913116868 0.001240242017015533 0.0010480607104926603 0.0013361976304022936 0.0010887873677519796 0.0011274091706857032 0.00125971409445969 0.0013403873862461509
leaf_count=413 715 284 156 435 334 102 999 472
internal_value=0 2.73682e-05 -1.25992e-05 3.87394e-05 -3.16806e-05 5.76433e-05 0.000246394 -0.000127839
internal_weight=0 0.00944766 0.0084408 0.00720056 0.00586436 0.0048163 0.00238712 0.00242917
internal_count=3910 3195 2782 2498 2063 1907 1101 806
is_linear=0
shrinkage=0.00196078


Tree=7649
num_leaves=8
num_cat=0
split_feature=50 4 12 133 160 160 12
split_gain=2.14723e-05 2.61728e-05 4.36709e-05 3.92081e-05 9.71375e-05 4.72639e-05 6.57589e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.086975000000000011 0.087825000000000014 -1.0000000180025095e-35 0.086935000000000012
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=-0.00039424296784373408 -0.00027156959214042625 0.00030824334734027133 -9.2092441843141676e-05 -0.00027954869112155307 -0.00043672527881660078 0.0006000145813713939 6.6076655545380697e-05
leaf_weight=0.0010075575725950721 0.0010332026503000529 0.0011146428264499309 0.0013271973510820376 0.0012111917623038003 0.0010389040613478333 0.0018323496352165246 0.0017185565878531995
leaf_count=280 715 396 538 648 223 408 702
internal_value=0 2.64663e-05 -1.21386e-05 4.18711e-05 0.000107665 0.000223605 0.000341601
internal_weight=0 0.0092504 0.00813576 0.0071282 0.00591701 0.0048781 0.00355091
internal_count=3910 3195 2799 2519 1871 1648 1110
is_linear=0
shrinkage=0.00196078


Tree=7650
num_leaves=8
num_cat=0
split_feature=50 4 12 15 150 42 12
split_gain=9.60427e-06 2.22792e-05 2.52736e-05 3.03558e-05 4.33291e-05 4.4459e-05 6.15318e-05
threshold=0.083215000000000011 0.28937500000000005 -0.0089849999999999982 -0.10071499999999999 0.086420000000000011 0.091230000000000019 0.085845000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.015059545841565648 -0.0093444175595113876 0.014773537391752979 0.01740885367911452 0.011574235040298019 -0.020084233910536094 0.020006184198918413 -0.015997128553574724
leaf_weight=0.0010773127565057378 0.0010005068984944568 0.0010337037109874273 0.0010096697387559353 0.0015224331274590885 0.001016318160579544 0.0011214954052074988 0.0017283606663750992
leaf_count=304 739 396 254 537 247 481 952
internal_value=0 0.00101323 -0.000889506 0.00149638 -0.00148516 0.00283811 -0.00308473
internal_weight=0 0.00850929 0.00747559 0.00639828 0.00538861 0.00437229 0.00325079
internal_count=3910 3171 2775 2471 2217 1970 1489
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=8
num_cat=0
split_feature=4 0 47 42 15 15 1
split_gain=3.74441e-05 6.186e-05 3.20904e-05 4.60615e-05 8.91924e-05 5.68113e-05 7.73106e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.10887000000000001 0.091230000000000019 0.085285000000000014 -0.0063699999999999989 0.094485000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00037300129775885027 -0.00036771527044575597 0.00044243288200371229 -0.000324268740089142 0.00036909006769344344 -0.0005565161563754644 0.00038714508004912399 0.00020624152876117319
leaf_weight=0.0010068271280093627 0.0017601212642733548 0.001193362895317158 0.0012509790110830383 0.0011872839223485187 0.0011079536808088252 0.0014397682425757751 0.0018512918952927368
leaf_count=208 934 252 221 735 754 403 403
internal_value=0 2.40981e-05 -3.39689e-05 1.54646e-05 -5.2703e-05 5.78061e-05 -7.34921e-05
internal_weight=0 0.00979076 0.0085974 0.00734642 0.00615914 0.00505118 0.00361141
internal_count=3910 3702 3450 3229 2494 1740 1337
is_linear=0
shrinkage=0.00196078


Tree=7652
num_leaves=8
num_cat=0
split_feature=42 157 0 2 16 13 2
split_gain=9.81727e-06 2.16776e-05 4.76269e-05 5.50411e-05 4.198e-05 3.08608e-05 2.05964e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 -0.083564999999999987 -0.0101 0.10796500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=-0.011875327420700887 -0.0074718728679963615 0.0007197116523848929 0.020164500186806423 0.019438039362073712 -0.027175796510354844 0.0096467393598427594 -0.010050527662968149
leaf_weight=0.0010777274074812689 0.00151093928643298 0.0010794361401867717 0.0013575858820933165 0.0012826191425964286 0.0010784754932938103 0.0010611286047629565 0.0010623061296464618
leaf_count=625 832 449 241 593 570 392 208
internal_value=0 0.00131717 0.00337132 -0.000726146 -0.0132218 0.00719052 -0.000207356
internal_weight=0 0.00799928 0.00692155 0.00556397 0.00215791 0.00340605 0.00212343
internal_count=3910 3078 2453 2212 1019 1193 600
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=9
num_cat=0
split_feature=11 3 47 1 43 2 0 15
split_gain=2.67373e-05 4.57878e-05 2.66701e-05 4.23693e-05 4.43682e-05 4.87758e-05 4.91334e-05 1.51608e-05
threshold=0.076265000000000013 -0.10628499999999998 0.087850000000000025 0.099595000000000017 -0.082484999999999989 0.097940000000000013 -0.10071499999999999 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -4
right_child=-2 2 7 -5 5 -7 -8 -9
leaf_value=0.00037717165355488419 -0.00031227927565207907 0.00029164663633119364 -0.0003906178275438215 0.0003025667207872896 -8.1085072531094683e-05 0.00018428011174037985 -0.00065292271377277223 -5.9462489707405582e-05
leaf_weight=0.001226840389397371 0.0010070072078723355 0.0010349648080473471 0.0010182572443296145 0.0016759525813102184 0.0013389032054489521 0.0010269401309154682 0.001016088568255976 0.0011119313347313677
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internal_value=0 2.38146e-05 -2.89046e-05 3.71228e-05 -6.35975e-05 -0.000172312 -0.000327811 -0.000217759
internal_weight=0 0.00944988 0.00822304 0.00609285 0.0044169 0.00338193 0.00235499 0.00213019
internal_count=3910 3619 3384 2946 2365 1793 1429 438
is_linear=0
shrinkage=0.00196078


Tree=7654
num_leaves=7
num_cat=0
split_feature=1 48 47 16 0 12
split_gain=1.07154e-05 2.36141e-05 3.66951e-05 5.22284e-05 2.2017e-05 3.45029e-05
threshold=0.085990000000000011 0.087945000000000009 0.09252500000000001 -0.022939999999999999 -0.087614999999999985 0.089745000000000005
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6
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leaf_value=-0.015337609362474042 0.026317924203786616 -0.0067088048307042186 -0.0074040769781082254 -0.0022548214016511175 -0.012252441931710024 0.010520474114768528
leaf_weight=0.0012042923954251944 0.001466990519640297 0.0017936078344441956 0.0011798854782810067 0.0011344698935238117 0.0011521841685816939 0.0015744019617140253
leaf_count=747 673 349 181 498 784 678
internal_value=0 0.00274104 0.0072234 0.0138576 -0.00407659 0.000897234
internal_weight=0 0.00557495 0.00378135 0.00260146 0.00393088 0.00272659
internal_count=3910 1701 1352 1171 2209 1462
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=8
num_cat=0
split_feature=52 0 160 13 3 13 1
split_gain=1.0021e-05 2.84272e-05 2.29056e-05 2.86659e-05 2.7441e-05 2.66461e-05 5.38287e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 -0.16277999999999995 -0.10628499999999998 -0.014114999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7
right_child=2 -3 3 4 5 6 -8
leaf_value=-0.0082410756700715907 -0.015371181804494198 0.011722789461735439 -0.014437142198543938 0.018511051433430514 -0.013557274703916357 0.021101114918851749 -0.010346726989007168
leaf_weight=0.0011098184793715401 0.0011130451692694873 0.0019961039320075431 0.0010422658924660773 0.0010044347953874462 0.0010437431101189042 0.0011240743254776039 0.0010552676285701401
leaf_count=128 924 1062 127 186 828 497 158
internal_value=0 0.00458924 -0.00233637 0.000416743 0.00407887 -0.000418747 0.00587363
internal_weight=0 0.00310592 0.00638283 0.00526979 0.00422752 0.00322309 0.00217934
internal_count=3910 1190 2720 1796 1669 1483 655
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=9
num_cat=0
split_feature=50 42 160 51 47 13 2 52
split_gain=3.45631e-05 3.02882e-05 3.31717e-05 2.77236e-05 4.47577e-05 0.000104675 3.69261e-05 2.22259e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 0.087825000000000014 -0.07742499999999998 0.09252500000000001 -0.032264999999999995 0.095195000000000016 0.081680000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.00021711009824642609 -0.00033727105834653121 -0.00013566529010566148 -0.00018518094966123985 0.00016786637848817735 -0.00015851436855558623 0.00084089507551299465 0.00032851689900347377 -0.00022964732608700652
leaf_weight=0.0015709010718346862 0.0010847618555880874 0.0011548475851510011 0.0014752124873280217 0.0011690112464865106 0.00107865137150221 0.0011175779778446135 0.001047751834191712 0.0010062603079356129
leaf_count=875 715 453 290 532 183 162 214 486
internal_value=0 3.19357e-05 8.05394e-05 0.000140166 0.000198946 0.000287776 0.000592967 -1.60197e-05
internal_weight=0 0.00962021 0.00804931 0.0065741 0.00541925 0.0043406 0.00216533 0.00217527
internal_count=3910 3195 2320 2030 1577 1394 376 1018
is_linear=0
shrinkage=0.00196078


Tree=7657
num_leaves=8
num_cat=0
split_feature=11 48 160 2 16 42 15
split_gain=2.5321e-05 2.44933e-05 4.07046e-05 3.29618e-05 3.73298e-05 3.18397e-05 7.47932e-05
threshold=1.0000000180025095e-35 0.09227500000000001 0.087825000000000014 0.11260500000000001 0.15737500000000001 0.084100000000000022 0.035895000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00040911809705814698 -0.00030052584138861438 0.00025702471265339871 -0.00037849971342889823 0.00035932460218833051 -0.0002794197520154184 -0.00021353835469225112 -0.00024133888057322771
leaf_weight=0.001946738529866193 0.00100377992625673 0.0014959356525662765 0.0010370864390606199 0.0010424349701813372 0.0015479346484795148 0.0010594347201503202 0.0010442025951835775
leaf_count=533 304 408 343 411 271 1036 604
internal_value=0 2.74929e-05 -1.72286e-05 3.91911e-05 -2.04194e-05 7.85629e-05 0.000182029
internal_weight=0 0.00917377 0.00767783 0.00664075 0.00559831 0.00405038 0.00299094
internal_count=3910 3606 3198 2855 2444 2173 1137
is_linear=0
shrinkage=0.00196078


Tree=7658
num_leaves=7
num_cat=0
split_feature=11 48 42 16 16 0
split_gain=2.31704e-05 3.01808e-05 4.26244e-05 3.44031e-05 8.02467e-05 6.54081e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.15737500000000001 -0.0083999999999999995 -0.11524
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00031467594529956778 -0.00028660913955439084 0.00025932590750651327 -0.00028814335124284133 -0.00022371308257944608 0.0006066706296829989 0.00023720817775682549
leaf_weight=0.0015037008314328249 0.001021661232156342 0.0017152449140304957 0.0018421768617686365 0.0013127597024809364 0.0010646027471788826 0.0018310225189880362
leaf_count=274 304 433 1243 230 373 1053
internal_value=0 2.45248e-05 -2.87883e-05 5.4855e-05 0.00013798 -1.16486e-05
internal_weight=0 0.00926951 0.00755426 0.00571209 0.00439933 0.00333472
internal_count=3910 3606 3173 1930 1700 1327
is_linear=0
shrinkage=0.00196078


Tree=7659
num_leaves=8
num_cat=0
split_feature=4 0 42 160 51 15 43
split_gain=4.4503e-05 7.69042e-05 3.31945e-05 4.46492e-05 4.91658e-05 4.45784e-05 3.90867e-05
threshold=-0.48072499999999996 -0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088715000000000002 -0.090344999999999995 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00039847434103490242 -0.0003086182012431861 0.00049231566239284967 -0.00026677932870358646 -0.00020671508498607306 0.00047414084078613934 0.00044881112632814995 -3.769972413935031e-05
leaf_weight=0.001008208525440168 0.0013922967185831317 0.0012320372498501085 0.0016045379972530116 0.0019879429663710413 0.0011082226961270907 0.0011695230161628126 0.0013888751593928055
leaf_count=208 1005 252 918 357 213 303 654
internal_value=0 3.39817e-05 -3.12892e-05 2.19026e-05 0.000103819 1.35487e-05 0.000184699
internal_weight=0 0.00988344 0.0086514 0.0072591 0.00565456 0.00454634 0.0025584
internal_count=3910 3702 3450 2445 1527 1314 957
is_linear=0
shrinkage=0.00196078


Tree=7660
num_leaves=8
num_cat=0
split_feature=1 3 15 3 12 16 0
split_gain=1.14539e-05 2.0643e-05 3.65102e-05 4.36338e-05 1.91774e-05 3.66051e-05 4.06648e-05
threshold=0.088010000000000019 -0.115685 -1.0000000180025095e-35 -0.069909999999999986 -1.0000000180025095e-35 -0.029944999999999996 -0.15517999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6
right_child=4 2 3 -5 5 -7 -8
leaf_value=0.0086189246462388472 0.015265741267015376 -0.023082060927750784 -0.015557928171655683 0.012100728519698489 -0.0069935888850107264 -0.013303047277446836 0.017423752374943913
leaf_weight=0.0010180342516886865 0.0010367743725560926 0.001050861842046967 0.0010532538434528428 0.0012441000456231838 0.0012182947761542333 0.0013713467447649267 0.0015495915896357464
leaf_count=200 436 1021 911 193 136 488 525
internal_value=0 -0.00385082 -0.00764228 -0.000579767 0.00310345 5.71016e-05 0.00667637
internal_weight=0 0.00436625 0.00334822 0.00229735 0.00517601 0.00413923 0.00276789
internal_count=3910 2325 2125 1104 1585 1149 661
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=7
num_cat=0
split_feature=4 47 3 42 0 16
split_gain=1.13423e-05 1.90536e-05 2.79211e-05 3.02578e-05 1.65612e-05 5.15443e-06
threshold=-0.06272999999999998 0.087850000000000025 0.094625000000000015 0.083725000000000008 -0.010494999999999999 -0.06723999999999998
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.01126541555546535 -0.0090564248962361083 -0.010397579475567111 0.017798840930252385 0.012404431367390832 0.0027076876778556113 -0.00033867017170642654
leaf_weight=0.0018044457025794595 0.0014880461183708075 0.0010238984161749572 0.0014152863027509718 0.0011762965662335458 0.001600612346154781 0.0010138453278542663
leaf_count=1298 716 193 260 915 290 238
internal_value=0 0.00250368 0.00644798 0.000418457 -0.00469709 -0.00539294
internal_weight=0 0.00611737 0.00407963 0.00266434 0.00340506 0.00203774
internal_count=3910 2322 1891 1631 1588 431
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=8
num_cat=0
split_feature=484 1 457 0 133 43 3
split_gain=1.04096e-05 2.75361e-05 3.85778e-05 4.03206e-05 3.18314e-05 6.02717e-05 4.13088e-05
threshold=0.084225000000000008 0.12263000000000002 0.069705000000000003 -0.11756999999999999 0.090085000000000012 -0.07526999999999999 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.020881323775152404 0.0094374994072813564 0.012142178834094979 0.012863265451386555 0.019411726609279686 -0.017353188842400155 -0.021604954560067662 0.0064304292673319583
leaf_weight=0.0015348751143951147 0.0010284167931690008 0.0013057070970749042 0.0011823259087037413 0.0013112389751177918 0.0010460348676601919 0.0010755164151109858 0.0010278370952111647
leaf_count=352 470 333 247 705 612 1009 182
internal_value=0 -0.00121567 -0.00364558 -0.00690116 -0.00209067 0.00258489 -0.00790502
internal_weight=0 0.00848354 0.00717783 0.0059955 0.00446063 0.00341459 0.00210335
internal_count=3910 3440 3107 2860 2508 1896 1191
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=7
num_cat=0
split_feature=43 4 0 47 13 52
split_gain=1.10737e-05 4.03434e-05 5.73047e-05 2.57269e-05 5.2948e-05 3.95541e-05
threshold=-0.24333999999999997 -0.34687499999999999 -0.06402999999999999 0.09252500000000001 -0.084184999999999996 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0096326804863847079 -0.015435020214150545 -0.01386470025965638 0.024409977585181281 -0.01422290147742826 -0.0016739095569985579 0.01922923917853147
leaf_weight=0.0010715991326770745 0.0012476757672083517 0.0013422973301976475 0.0011588244220169883 0.0010348188108590785 0.0017122266268801663 0.0019207368405706928
leaf_count=209 279 921 451 294 556 1200
internal_value=0 0.00116063 0.00404893 0.000123047 0.0031069 0.00937752
internal_weight=0 0.00841658 0.0071689 0.00601008 0.00497526 0.00363296
internal_count=3910 3701 3422 2971 2677 1756
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=9
num_cat=0
split_feature=50 15 16 0 4 42 43 2
split_gain=1.86789e-05 2.92564e-05 3.70035e-05 4.97683e-05 6.30103e-05 4.03512e-05 4.52788e-05 5.29084e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.0051950000000000008 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00033840487379231031 -0.00024831492848223182 -0.00031549728179871818 -9.9772997553272726e-06 -0.00038927998033364783 0.00064915910086278108 0.00036912511223161543 -0.00035494931832901703 0.00022148310615464038
leaf_weight=0.0010206220709894484 0.0010708286002466998 0.0013124054140139516 0.0012551712026698117 0.0011566031794372749 0.0010033053596498406 0.001072773494914101 0.0014532506479940554 0.0010577963409394615
leaf_count=413 715 298 216 688 84 354 828 314
internal_value=0 2.51077e-05 -1.33649e-05 4.32897e-05 0.000282837 -7.08378e-05 3.19328e-05 -0.000112123
internal_weight=0 0.00933193 0.00831131 0.0069989 0.00225848 0.00474042 0.00358382 0.00251105
internal_count=3910 3195 2782 2484 300 2184 1496 1142
is_linear=0
shrinkage=0.00196078


Tree=7665
num_leaves=8
num_cat=0
split_feature=11 3 3 4 1 3 1
split_gain=2.74641e-05 3.2417e-05 2.48131e-05 3.72825e-05 7.91733e-05 3.07703e-05 2.48495e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.078884999999999997 0.053925000000000008 0.094485000000000013 0.084925000000000014 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.00032709978357568949 -0.00030943804656025596 -0.00024378541895530605 -0.00029858688793866947 -0.00037988082290099206 0.00051049205083835997 0.00012019078306166437 1.6029016000646898e-05
leaf_weight=0.0012299983762369395 0.001013633016326441 0.0014835713332837985 0.0011259837138572117 0.0010740621666338877 0.001498018252335297 0.0016825821589503964 0.001409240195487968
leaf_count=235 291 1646 544 272 431 142 349
internal_value=0 3.00928e-05 -1.40626e-05 3.61312e-05 0.000146463 -4.77016e-05 -0.000155207
internal_weight=0 0.00950346 0.00827346 0.00678989 0.00430658 0.00280857 0.0024833
internal_count=3910 3619 3384 1738 1117 686 621
is_linear=0
shrinkage=0.00196078


Tree=7666
num_leaves=7
num_cat=0
split_feature=47 159 15 4 1 16
split_gain=1.06096e-05 1.76529e-05 3.35791e-05 3.55364e-05 3.13285e-05 2.85115e-05
threshold=0.09550500000000002 0.073745000000000019 -0.10192499999999999 0.0057500000000000008 0.086560000000000012 -0.033174999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0197101789698645 0.006832411371458182 0.0098144758469637852 0.013280163290013657 0.011755419007639914 -0.018855838210468757 -0.0081809673727698297
leaf_weight=0.0010887778989136752 0.0018102912396365488 0.0011389453912555797 0.0010397720920591932 0.001655153708780045 0.0012390155960885405 0.0015298286701849661
leaf_count=327 389 623 887 400 704 580
internal_value=0 -0.00167648 -0.00367381 -0.000478202 -0.00579471 0.000503138
internal_weight=0 0.00769149 0.00655255 0.00546377 0.00380862 0.0025696
internal_count=3910 3521 2898 2571 2171 1467
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=8
num_cat=0
split_feature=42 43 43 43 1 3 0
split_gain=1.05083e-05 2.09893e-05 3.91485e-05 2.23528e-05 2.78767e-05 1.57568e-05 2.89674e-05
threshold=0.092145000000000019 -0.093039999999999984 -0.06705499999999999 0.070805000000000021 0.085835000000000009 0.090325000000000003 -0.21145499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.010641201925039763 -0.0077168802909492323 0.021680471204004792 -0.016871635210659024 0.012644833921646432 -0.0067872587873959757 0.018117794276535124 -0.0053383924456911133
leaf_weight=0.0012263730838835956 0.0015043841480599862 0.0010152467253365608 0.0010753172370027539 0.0011801054248468919 0.001374255374938562 0.0011079139789825897 0.0010032544692293371
leaf_count=488 832 858 693 311 362 128 238
internal_value=0 0.00139438 0.00357909 0.000377931 -0.00279617 0.00154637 0.00697111
internal_weight=0 0.00798247 0.00675609 0.00574085 0.00456074 0.00348542 0.00211117
internal_count=3910 3078 2590 1732 1421 728 366
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=9
num_cat=0
split_feature=4 0 43 12 15 4 52 1
split_gain=3.39802e-05 4.5705e-05 3.28464e-05 4.60321e-05 3.72655e-05 4.14209e-05 4.17006e-05 5.14495e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.079360000000000014 -1.0000000180025095e-35 -0.068164999999999989 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8
right_child=1 -3 4 -5 -6 6 7 -9
leaf_value=-0.00034268589190704097 -0.00049323540652249987 0.00039524916113385796 0.00040299044654968882 8.0507006694512085e-05 -0.00024270947821524737 0.00034234780541406547 -0.00039426640776647385 0.00018199260290085417
leaf_weight=0.0010223333775804888 0.0011529283238096116 0.0011769551749364815 0.0015091062540815194 0.0010074072651701832 0.0012837479462296641 0.001033954092672556 0.001292804431660588 0.0011046401744007831
leaf_count=208 836 252 361 348 1088 185 386 246
internal_value=0 3.34157e-05 -1.73754e-05 -0.000225688 5.49265e-05 0.000132265 1.32013e-05 -0.000128751
internal_weight=0 0.00956154 0.00838459 0.00216034 0.00622425 0.0049405 0.0034314 0.00239744
internal_count=3910 3702 3450 1184 2266 1178 817 632
is_linear=0
shrinkage=0.00196078


Tree=7669
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 42 43 2
split_gain=1.93098e-05 3.44441e-05 4.83627e-05 4.1023e-05 5.32134e-05 4.53877e-05 3.42863e-05 5.14223e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00036404931046946293 -0.00025975586216873432 -0.00036602154924786422 0.0005537006733147391 -0.00039883518522584941 -5.0514647346502538e-05 0.00034515024530756334 -0.00031575262796013846 0.00025221218460414103
leaf_weight=0.0010001101078387286 0.0010538001095360605 0.0013152627040230501 0.001161479902648972 0.0011488438815440601 0.0010828705059234469 0.0010589095209425584 0.001449085029074095 0.0010620473441097544
leaf_count=413 715 298 169 688 131 354 828 314
internal_value=0 2.03348e-05 -2.11887e-05 4.39456e-05 0.000262174 -5.98462e-05 4.92408e-05 -7.55401e-05
internal_weight=0 0.00927861 0.0082785 0.00696324 0.00224435 0.00471889 0.00357004 0.00251113
internal_count=3910 3195 2782 2484 300 2184 1496 1142
is_linear=0
shrinkage=0.00196078


Tree=7670
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.08791e-05 2.34673e-05 2.06473e-05 3.45165e-05 4.67505e-05 5.66703e-05
threshold=0.076710000000000014 -0.082054999999999975 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0031142893418013278 0.021341529962879038 -0.013692590663488977 -0.010212541822410137 -0.0059487612621945173 -0.016870485887113339 0.021676316499983611
leaf_weight=0.0017990617755501113 0.0010397782163968717 0.0015435983478822753 0.0010668171171446658 0.0015370254434474949 0.0010828393994560385 0.0014367118605022248
leaf_count=521 269 1487 544 164 430 495
internal_value=0 -0.00464692 0.00243815 0.00508631 0.00091979 0.00739784
internal_weight=0 0.00334266 0.00616317 0.00509635 0.00405658 0.00297374
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=8
num_cat=0
split_feature=131 43 133 160 16 0 49
split_gain=1.00587e-05 2.3756e-05 4.50898e-05 3.68557e-05 4.26645e-05 4.81489e-05 2.7396e-05
threshold=0.08103500000000001 -0.093039999999999984 0.083815000000000014 -0.070974999999999996 -0.029944999999999996 -0.10209999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.010510568504622272 -0.0093573303719251023 0.014668481694312178 0.020309520494014133 0.0031651584186247967 -0.022073392729483502 0.01611548025109728 -0.019842980993827603
leaf_weight=0.0014600270370080191 0.0010340140972491365 0.0012728578475448993 0.0013010076755046174 0.0010175112654284973 0.00106569386450674 0.0012832204883721395 0.0010531719043415481
leaf_count=469 634 390 938 134 457 685 203
internal_value=0 0.00109147 0.00351364 -0.000325055 -0.00464324 0.000895145 -0.00853703
internal_weight=0 0.00845349 0.00699346 0.00569246 0.0044196 0.0033539 0.00207068
internal_count=3910 3276 2807 1869 1479 1022 337
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=9
num_cat=0
split_feature=1 15 15 3 16 13 15 52
split_gain=1.11461e-05 2.65307e-05 2.93035e-05 3.35892e-05 4.82747e-05 2.49946e-05 2.49632e-05 4.79495e-05
threshold=1.0000000180025095e-35 0.035895000000000003 -0.019749999999999993 0.086245000000000016 -0.095109999999999986 -0.012339999999999999 0.041585000000000004 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 7 -1
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.026370129262410138 -0.00018781082438809794 -0.012333190478549777 0.020732910999512133 0.0079728806190030015 -0.021994830806552318 0.022156205402357437 0.006503862198712615 0.004127522910159589
leaf_weight=0.001054962809217993 0.0010006177239506922 0.0010122968911838327 0.0010010099767684844 0.0010753673876960671 0.0010747989830990656 0.0010019353142681523 0.0012360851984094048 0.0010082030077335981
leaf_count=849 430 544 341 175 149 279 937 206
internal_value=0 0.00246738 0.00537451 0.00167238 -0.00700701 0.0109915 -0.00473404 -0.0114669
internal_weight=0 0.00616603 0.00515373 0.00415272 0.00215017 0.00200255 0.00329925 0.00206317
internal_count=3910 1918 1374 1033 324 709 1992 1055
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=7
num_cat=0
split_feature=49 2 52 0 12 1
split_gain=1.15411e-05 2.8097e-05 2.57581e-05 3.26433e-05 5.14673e-05 4.01194e-05
threshold=0.10447000000000002 0.11260500000000001 0.090640000000000012 -0.052874999999999998 0.088325000000000015 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00839282969886904 0.0099877995722522286 0.011005812436635766 -0.015277558369985483 -0.016821862312151565 0.018044660806537039 -0.015634165151847141
leaf_weight=0.0012589746290923801 0.0010234713336361402 0.001528814606737967 0.0015608205246905793 0.0010133689584989961 0.0015051515286729454 0.0015512345743331187
leaf_count=845 378 501 720 330 780 356
internal_value=0 -0.00125825 -0.00397968 -0.00067046 0.00312235 -0.00487006
internal_weight=0 0.00841836 0.00688955 0.00532873 0.00431536 0.00281021
internal_count=3910 3532 3031 2311 1981 1201
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=7
num_cat=0
split_feature=48 2 4 42 1 2
split_gain=9.78072e-06 2.37744e-05 3.45675e-05 3.56304e-05 5.79194e-05 2.18296e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.086325000000000013 0.092550000000000007 0.086315000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.016602951137418311 0.0062724574501869679 0.011306353489263954 0.026087189933416216 -0.014905545001343607 -0.011474025922861222 0.0060678045316916989
leaf_weight=0.0016418242233312945 0.0019495341176471006 0.0011858983421677112 0.0010028977604723108 0.0011598640626753081 0.0012916535177835611 0.0011921520345991308
leaf_count=674 483 484 350 987 302 630
internal_value=0 -0.00168087 -0.00413007 0.00027712 0.00532769 0.0152145
internal_weight=0 0.00747429 0.00628839 0.00464657 0.0034867 0.00219505
internal_count=3910 3427 2943 2269 1282 980
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=7
num_cat=0
split_feature=52 160 2 2 12 52
split_gain=9.29065e-06 2.53585e-05 2.34442e-05 2.66839e-05 2.21999e-05 5.18655e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.085515000000000022 0.091555000000000011 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3
right_child=1 4 -4 -5 -6 -7
leaf_value=0.0096163074244616994 -0.015962772040159858 -0.0061953659617018592 0.016753354676852347 -0.013247524882541837 -0.0088492928658814533 0.017987631371642627
leaf_weight=0.0010283309310044225 0.0011080167958033753 0.0018908965925070866 0.0010331120859435111 0.0010135654611065268 0.0016622295849491042 0.0016702422538745398
leaf_count=324 924 568 496 370 634 594
internal_value=0 -0.00222189 0.00447791 -0.00173294 0.000692915 0.00514692
internal_weight=0 0.00633139 0.00307501 0.0020419 0.00522337 0.00356114
internal_count=3910 2720 1190 694 1796 1162
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=8
num_cat=0
split_feature=13 15 16 0 47 42 4
split_gain=2.28465e-05 2.30831e-05 5.16338e-05 6.82663e-05 4.84999e-05 6.71378e-05 2.19518e-05
threshold=-0.23438999999999996 -0.16430499999999995 -0.27337499999999998 -0.10575999999999998 0.09550500000000002 0.084685000000000024 -0.083329999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.00023873117843227693 0.00023624380802721005 -0.00040918185650479607 0.00030255385907382548 -0.00026510312769445439 0.00025025588814290222 8.7066523578697131e-05 -0.00066098246336144075
leaf_weight=0.0013053273281425125 0.0010402652363458937 0.0014501604929912908 0.001994271897036627 0.0011098130847704728 0.0010019460537753042 0.0014624548044447241 0.0010461592740813868
leaf_count=210 366 298 284 570 235 1185 762
internal_value=0 -3.86469e-05 -7.41046e-05 -6.43941e-07 -0.000131512 -0.000237224 -0.000457199
internal_weight=0 0.00910507 0.00806481 0.00661465 0.00462037 0.00361843 0.00215597
internal_count=3910 3700 3334 3036 2752 2517 1332
is_linear=0
shrinkage=0.00196078


Tree=7677
num_leaves=9
num_cat=0
split_feature=50 47 42 4 43 150 43 2
split_gain=2.70063e-05 3.45683e-05 5.35903e-05 7.1946e-05 4.37192e-05 3.60789e-05 6.36687e-05 6.02965e-05
threshold=0.086465000000000014 0.10887000000000001 -1.0000000180025095e-35 0.25367000000000006 -0.07526999999999999 0.084475000000000008 0.013605000000000001 0.086245000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00032056591308386013 -0.0003012087510657998 -0.00029253701926651649 0.00031260026072704001 0.00058751661994024828 -7.4021468627134482e-07 0.00027266240282513969 0.00019758043377651825 -0.00065236297153610956
leaf_weight=0.0011715451558123998 0.001078582354132899 0.001154660069559302 0.0017397679672310051 0.0011242577145303334 0.0010153710673741847 0.0010112268588599142 0.0012909792633162926 0.0011809441381683201
leaf_count=837 715 184 681 363 329 131 227 443
internal_value=0 2.58727e-05 6.89534e-05 0.000130935 4.86499e-05 -5.34309e-05 -0.00014799 -0.000351113
internal_weight=0 0.00968875 0.00853409 0.00736255 0.00623829 0.00449852 0.00348729 0.00219632
internal_count=3910 3195 3011 2174 1811 1130 999 772
is_linear=0
shrinkage=0.00196078


Tree=7678
num_leaves=7
num_cat=0
split_feature=1 4 150 16 16 0
split_gain=9.88823e-06 2.82773e-05 2.39269e-05 3.50227e-05 3.18259e-05 1.35279e-05
threshold=0.085990000000000011 -0.15333499999999997 0.077110000000000012 -0.27337499999999998 -0.055679999999999993 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -3
right_child=2 5 -4 4 -6 -7
leaf_value=0.0064888300102782827 -0.01718289342071511 -0.019044216563498115 0.014597860758162632 0.015539308621791419 -0.0045172089777326518 -0.0037819788877366208
leaf_weight=0.0015700563210233878 0.0010115387818864386 0.0010838702392410218 0.0012919079275307476 0.0013925339655293779 0.0018320566836481597 0.0012511418971956883
leaf_count=166 255 721 348 433 665 1322
internal_value=0 -0.00388864 0.00268471 -0.000948491 0.00414416 -0.0108664
internal_weight=0 0.00390507 0.00552804 0.00423613 0.00322459 0.00233501
internal_count=3910 2209 1701 1353 1098 2043
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=9
num_cat=0
split_feature=4 0 42 47 4 0 48 1
split_gain=2.12116e-05 5.55253e-05 3.74004e-05 3.66815e-05 3.94696e-05 4.83287e-05 8.92681e-05 4.03191e-05
threshold=-0.48072499999999996 -0.017269999999999997 -1.0000000180025095e-35 0.09252500000000001 -0.065054999999999988 -0.15007499999999999 0.086665000000000006 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -7
right_child=1 -3 3 -5 5 7 -8 -9
leaf_value=-0.00027864224688641421 -0.00033518272707714497 0.00041330280227203743 -0.00020946512641101191 -0.00023212777154014234 0.00038443534708127147 0.00012085362882444684 -0.00043735844733584881 0.00065051994265867183
leaf_weight=0.0010126662042082785 0.0013529885417628111 0.0012062103643515039 0.0012412058572973421 0.0016923954249436239 0.0010073517329912359 0.0010925417980537657 0.0010255922748225732 0.0011179218468756868
leaf_count=208 1005 252 703 307 165 685 67 518
internal_value=0 1.95321e-05 -3.61502e-05 2.02225e-05 9.80906e-05 0.000188051 -3.01483e-05 0.000388728
internal_weight=0 0.00973621 0.00853 0.00717701 0.00548461 0.00424341 0.00203294 0.00221046
internal_count=3910 3702 3450 2445 2138 1435 232 1203
is_linear=0
shrinkage=0.00196078


Tree=7680
num_leaves=9
num_cat=0
split_feature=131 42 51 0 2 12 48 2
split_gain=2.86957e-05 3.84009e-05 2.71352e-05 3.61327e-05 3.26283e-05 3.2275e-05 3.58394e-05 3.57714e-05
threshold=0.084390000000000007 -0.090359999999999982 -0.07174999999999998 -0.074249999999999997 0.10113500000000002 0.088590000000000016 0.087945000000000009 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.00033003353857405382 -0.00030123328808032607 -0.00022627111847623206 2.2294734944451824e-05 0.0005872695008512799 0.00011384433733870969 -0.00026191386626536159 -0.00015057057330741032 0.00048123798785127244
leaf_weight=0.0010020584436487281 0.0011055226460714744 0.0010044703828224078 0.0013529058601879026 0.001003230932932162 0.0012659700126777928 0.0011588743941127067 0.0013400055444549941 0.0012620390299421496
leaf_count=376 618 494 493 315 325 604 239 446
internal_value=0 3.275e-05 7.60919e-05 0.000117229 0.000323149 2.58541e-05 0.000110175 0.000243792
internal_weight=0 0.00938955 0.0083875 0.00738303 0.0022692 0.00511382 0.00395495 0.00261494
internal_count=3910 3292 2916 2422 640 1782 1178 939
is_linear=0
shrinkage=0.00196078


Tree=7681
num_leaves=9
num_cat=0
split_feature=11 13 39 16 15 2 2 0
split_gain=3.94127e-05 4.38307e-05 4.75535e-05 4.90574e-05 3.97346e-05 2.95718e-05 5.55943e-05 1.43974e-05
threshold=0.077330000000000024 -0.094679999999999986 0.005105000000000001 -0.19424999999999998 0.084050000000000014 0.10488500000000002 0.085005000000000011 -0.084304999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -5 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00011579530600658898 -0.00038376094164038803 -0.00040995995121921819 0.00034817945238544952 0.00025789623326123989 -0.00033873799528419244 0.00036054670738715406 -0.00027901141317990491 0.00043946525943435941
leaf_weight=0.0010867211447409889 0.0010095004220023731 0.0015607425646611967 0.0010241487506513335 0.0014221822970095009 0.0011258237364682941 0.0010517832802299778 0.0015491009609712243 0.0010283770557099241
leaf_count=300 279 234 387 462 1132 255 755 106
internal_value=0 2.30417e-05 -4.53644e-05 -0.000105434 -1.31259e-05 7.79941e-05 -2.20246e-05 0.000273166
internal_weight=0 0.00984888 0.00773378 0.00670963 0.00514889 0.00402307 0.00297128 0.0021151
internal_count=3910 3631 3225 2838 2604 1472 1217 406
is_linear=0
shrinkage=0.00196078


Tree=7682
num_leaves=9
num_cat=0
split_feature=50 15 16 1 16 1 2 4
split_gain=2.41329e-05 3.51103e-05 4.84434e-05 3.58768e-05 4.725e-05 3.68644e-05 4.20336e-05 0.000108887
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 0.094485000000000013 0.054425000000000008 0.086560000000000012 0.10113500000000002 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00037308967786798294 -0.00028810195070465614 -0.00036130817872825655 -0.00013712464773868617 0.00054562662201820518 -3.2582295183103974e-05 -0.0003763020663274396 -0.00028133354532574445 0.00066513074240085466
leaf_weight=0.0010115489868487036 0.0010300443014109083 0.0013009418085114704 0.0016763680002169156 0.0010996403007016596 0.0010741215465120005 0.0010112232743928347 0.0010884312123940476 0.0010628380812832215
leaf_count=413 715 298 899 253 292 249 295 496
internal_value=0 2.81681e-05 -1.38001e-05 5.06676e-05 0.000259916 -4.33331e-05 4.4634e-05 0.000174158
internal_weight=0 0.00932511 0.00831356 0.00701262 0.00217376 0.00483886 0.00382764 0.00273921
internal_count=3910 3195 2782 2484 545 1939 1690 1395
is_linear=0
shrinkage=0.00196078


Tree=7683
num_leaves=7
num_cat=0
split_feature=4 4 1 2 48 16
split_gain=1.09792e-05 2.52754e-05 3.99257e-05 2.8729e-05 2.34606e-05 7.98028e-06
threshold=0.24280000000000004 0.055260000000000011 0.095575000000000007 0.086650000000000019 0.083775000000000002 0.15737500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.014140697149608498 0.0067411068554314698 -0.014133173888759712 0.015143828797213214 0.0023154252104751359 0.014639214333964385 -0.010117782750028356
leaf_weight=0.0016667529309477925 0.0019012651524540763 0.0013555218674091551 0.0015013473444074358 0.0010243967837547695 0.0010113963021261274 0.0010406920713368682
leaf_count=1107 549 347 568 885 259 195
internal_value=0 -0.00175554 0.000931297 -0.00356731 0.00216106 -0.00395023
internal_weight=0 0.00760011 0.00624459 0.00474324 0.00307649 0.00206509
internal_count=3910 3361 3014 2446 1339 1080
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=8
num_cat=0
split_feature=131 13 15 2 1 16 0
split_gain=1.06829e-05 2.51505e-05 3.03515e-05 4.08876e-05 4.25111e-05 4.61343e-05 6.1132e-06
threshold=0.084390000000000007 -0.09547499999999999 0.085285000000000014 0.11230000000000001 0.094485000000000013 -0.008069999999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0053717556580386997 -0.0098145268549226748 -0.011602936828302324 -0.017340693947357939 -0.015478709854716733 0.019965126448640323 0.014437031905981616 0.016404534210113102
leaf_weight=0.0010062030395293201 0.0010020797516098251 0.0017258606955725831 0.0010672504475183267 0.0011654973054374832 0.001395700603318349 0.0011231230736021792 0.001002704120636562
leaf_count=242 618 720 933 352 384 475 186
internal_value=0 0.00110313 -0.0019286 0.00111169 0.00566705 -0.00133749 0.0108785
internal_weight=0 0.00848634 0.00647743 0.00541018 0.00424468 0.00284898 0.00200891
internal_count=3910 3292 2864 1931 1579 1195 428
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=7
num_cat=0
split_feature=4 39 2 4 15 0
split_gain=9.04469e-06 2.38329e-05 3.61676e-05 5.32578e-05 3.84467e-05 1.92779e-05
threshold=0.27020000000000005 0.083240000000000022 0.106285 -0.08422499999999998 -0.0063699999999999989 -0.11524
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.019853833514651243 0.0075448399486387017 -0.015711350082044759 0.014453131741390457 -0.015749154251974963 0.013356860502544327 0.0024819022694380901
leaf_weight=0.0014012519162209672 0.0013468794330960014 0.0010058804410696051 0.001512928942194766 0.0010728766441314317 0.0018668590135574514 0.001262568073578392
leaf_count=614 472 269 488 141 973 953
internal_value=0 -0.00130324 0.000733281 -0.002971 0.00265855 -0.00589324
internal_weight=0 0.00812237 0.00711648 0.00560356 0.0042023 0.00233544
internal_count=3910 3438 3169 2681 2067 1094
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=7
num_cat=0
split_feature=131 13 48 0 12 16
split_gain=9.31939e-06 1.99312e-05 2.94739e-05 7.15279e-05 4.51652e-05 3.9972e-05
threshold=0.084390000000000007 -0.09547499999999999 0.016865000000000002 -0.18901999999999997 0.051320000000000005 -0.008069999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0097699675971184771 -0.0091654456363920774 -0.011122270614330125 -0.0091440327471686185 0.027437707736818862 -0.017491934103826722 0.015217250009852938
leaf_weight=0.0019971118317504664 0.0010008059652796145 0.0010707548871823915 0.0011467285117962647 0.0010011352858776941 0.0019882928935069668 0.0012473149793197982
leaf_count=428 618 260 104 432 1842 226
internal_value=0 0.00103975 -0.00166162 0.00790699 -0.00643411 0.00305059
internal_weight=0 0.00845134 0.00645423 0.00214786 0.00430636 0.00231807
internal_count=3910 3292 2864 536 2328 486
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=8
num_cat=0
split_feature=133 160 12 0 16 3 4
split_gain=3.75768e-05 4.67873e-05 3.73995e-05 4.90609e-05 4.69458e-05 5.95326e-05 2.05196e-05
threshold=-0.090054999999999982 -0.080184999999999992 0.10595000000000002 -0.15713499999999997 -0.083144999999999983 -0.076734999999999984 0.018480000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.00036069483507108514 -0.00028622545803759275 -0.00012652028498429693 -0.00026635167412293343 0.00049586926834162802 -0.0002104061965082265 0.00050789793166484281 0.00011793793930161582
leaf_weight=0.0010477384737914907 0.0015169024945062845 0.0019618534557517345 0.0010018327017987045 0.0017789704858967195 0.0013877455850946391 0.0010445062464916786 0.0010307317358089734
leaf_count=544 762 208 262 624 1018 372 120
internal_value=0 3.01342e-05 8.86168e-05 0.000137982 0.000236975 0.000103978 0.000314212
internal_weight=0 0.00972254 0.00820564 0.00720381 0.00524195 0.00346298 0.00207524
internal_count=3910 3366 2604 2342 2134 1510 492
is_linear=0
shrinkage=0.00196078


Tree=7688
num_leaves=8
num_cat=0
split_feature=11 48 0 49 51 12 13
split_gain=2.30713e-05 2.92314e-05 0.000126281 3.84985e-05 5.30514e-05 2.60617e-05 2.9156e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 -1.0000000180025095e-35 -0.024374999999999997 0.086865000000000012 -0.092039999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00039910519177116234 -0.00028764078410437494 -0.00021035309693165664 0.00062880754421194168 0.00034223968447166092 -0.00026414764257467956 0.00029617692474095893 -0.00014734955250781607
leaf_weight=0.001005718003663527 0.0010063533943865397 0.0014297034524228015 0.0013316082354309202 0.0014395153852569311 0.0018973716678013157 0.0010092062836649458 0.0013088649544176904
leaf_count=427 291 115 591 510 735 97 1144
internal_value=0 2.46988e-05 0.000194322 -4.56217e-05 1.72443e-05 -9.37371e-05 4.57462e-05
internal_weight=0 0.00942199 0.00276131 0.00666068 0.00565496 0.00421544 0.00231807
internal_count=3910 3619 706 2913 2486 1976 1241
is_linear=0
shrinkage=0.00196078


Tree=7689
num_leaves=7
num_cat=0
split_feature=52 133 13 1 3 16
split_gain=9.18031e-06 2.08775e-05 4.2266e-05 3.59473e-05 2.98084e-05 2.76092e-05
threshold=0.11401500000000002 -0.0056849999999999991 -0.083514999999999992 0.11183500000000002 -0.078669999999999976 -0.073459999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.010782205682285811 -0.0078428205357183988 0.016060621003117344 -0.0086849053611082142 -0.015477955842707556 -0.0016714001996082049 0.019829122318448258
leaf_weight=0.0012351662069577263 0.001302944930021162 0.0018950052830471594 0.0012833540794365103 0.0013418920358277673 0.0010838604544751128 0.001330293737821139
leaf_count=938 647 689 787 283 161 405
internal_value=0 0.00119573 0.00332925 -0.00145822 0.00362979 0.0101762
internal_weight=0 0.00816957 0.00693441 0.0050394 0.00369751 0.00241415
internal_count=3910 3263 2325 1636 1353 566
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=7
num_cat=0
split_feature=11 3 3 49 15 3
split_gain=1.78157e-05 2.73005e-05 2.14041e-05 2.75395e-05 3.26399e-05 3.43247e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 -0.017214999999999998 0.10223
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00030654203869446477 -0.00025261428429791671 -0.00023471294666105948 -0.00017113845202650576 0.00016598791951127353 0.00030018601991442566 -0.00028770734113390455
leaf_weight=0.0011381066371556033 0.001004681380831038 0.0014371777301836986 0.0018646034452734408 0.0014602113596427976 0.0019935951979400887 0.0011429326227167394
leaf_count=222 304 1646 373 644 532 189
internal_value=0 2.2624e-05 -1.82861e-05 2.98531e-05 0.000111383 -3.32109e-05
internal_weight=0 0.00903663 0.00789852 0.00646134 0.00459674 0.00260314
internal_count=3910 3606 3384 1738 1365 833
is_linear=0
shrinkage=0.00196078


Tree=7691
num_leaves=7
num_cat=0
split_feature=43 12 3 3 15 0
split_gain=9.18871e-06 3.52578e-05 2.05354e-05 3.0187e-05 2.47941e-05 2.53614e-05
threshold=-0.15109999999999998 0.092365000000000017 -0.018854999999999997 -0.084129999999999996 -0.074174999999999977 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0071390388070598707 -0.0015518197389544608 -0.013588737564846957 -0.0052825641706965923 0.021565629817809056 -0.012040937452060092 0.015599430749269241
leaf_weight=0.0014982211282209322 0.0011493169340385475 0.0018279227344780314 0.0012676902248351489 0.0011107732810893113 0.0015389804048783497 0.001074646255607708
leaf_count=340 873 1001 124 858 345 369
internal_value=0 -0.00139682 0.00223197 0.00980978 -0.00218059 0.00429794
internal_weight=0 0.00796933 0.00614141 0.00226009 0.00388132 0.00234234
internal_count=3910 3570 2569 1731 838 493
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=8
num_cat=0
split_feature=484 160 133 133 42 48 15
split_gain=9.4598e-06 2.51037e-05 5.53246e-05 3.65982e-05 5.95285e-05 4.17791e-05 3.88996e-05
threshold=0.084225000000000008 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.088115000000000013 0.087945000000000009 -0.014614999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.015456174034512792 0.0090161606006853388 -0.020583995197001433 0.021217708106350149 -0.010947871142386758 0.028029882737939129 -0.011828797191894018 -0.0035499596664609091
leaf_weight=0.0010701626323752871 0.0010277937107633093 0.00102771511536649 0.0013805201303779969 0.0012433714765625412 0.001165792170501099 0.0013655238366921917 0.0011728676448672433
leaf_count=782 470 844 292 589 284 234 415
internal_value=0 -0.00114587 0.000936079 0.00443106 0.0081917 0.00229026 0.00984098
internal_weight=0 0.00842595 0.00735579 0.00632808 0.0050847 0.00391891 0.00255339
internal_count=3910 3440 2658 1814 1225 941 707
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=7
num_cat=0
split_feature=4 42 16 0 49 0
split_gain=8.63891e-06 2.00429e-05 1.88334e-05 5.21701e-05 2.70064e-05 4.39955e-05
threshold=0.27608500000000008 0.092145000000000019 0.26364000000000004 -0.060094999999999989 -0.0019649999999999997 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.011310286474108285 0.0076919790644739755 -0.012867700125709345 -0.011513727826203378 0.022048633519130827 0.014934862558745668 -0.0097842030121317244
leaf_weight=0.0017817503425898683 0.001254148532561652 0.0012514902957137071 0.001041070375655144 0.0011630151802702986 0.0016727924635622506 0.0012641441359831993
leaf_count=529 441 700 340 211 310 1379
internal_value=0 -0.00122156 0.000883818 0.0030782 -0.00159744 0.00429505
internal_weight=0 0.00817426 0.00692277 0.0058817 0.00471869 0.00293694
internal_count=3910 3469 2769 2429 2218 1689
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=7
num_cat=0
split_feature=133 160 42 3 1 4
split_gain=8.58664e-06 3.61031e-05 2.44937e-05 2.49259e-05 6.22464e-05 3.9991e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.100615 0.10285500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.0080941524057016965 -0.014068017173699774 -0.011896988179586062 0.018469630669819142 -0.019709575192305248 0.017580652901731469 0.0039415081741783495
leaf_weight=0.0011425346947069063 0.0017157949106221078 0.0010341954809620505 0.0010835380604743879 0.0013519264135475333 0.0015669041502979274 0.0015173017437159399
leaf_count=604 1086 618 241 698 459 204
internal_value=0 -0.0011545 0.00222624 0.00487245 0.0015513 -0.00720244
internal_weight=0 0.00826966 0.00655387 0.00551967 0.00443613 0.00286923
internal_count=3910 3306 2220 1602 1361 902
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=8
num_cat=0
split_feature=50 15 47 3 49 12 16
split_gain=3.3606e-05 3.36071e-05 5.75731e-05 4.37315e-05 4.08237e-05 4.07928e-05 2.65633e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.069909999999999986 -0.006494999999999999 0.086935000000000012 0.05259500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.00036981146017332658 -0.0003358526730794782 0.0001832404212595669 -0.00034232712271299706 -1.5714963851928127e-05 0.00060833253972180843 -0.00028127826353643669 0.00016605598715562712
leaf_weight=0.0010288348500083729 0.0010413882235319168 0.0011874088826377208 0.0015842073673946857 0.0016501199773109785 0.0010913839613057794 0.0018738711024918154 0.0010009240082064171
leaf_count=413 715 640 258 312 272 1144 156
internal_value=0 3.53479e-05 -5.67636e-06 7.2711e-05 0.000214888 -0.000101101 0.000396755
internal_weight=0 0.00941675 0.00838792 0.00680371 0.00374243 0.00306128 0.00209231
internal_count=3910 3195 2782 2524 740 1784 428
is_linear=0
shrinkage=0.00196078


Tree=7696
num_leaves=8
num_cat=0
split_feature=11 48 0 42 2 43 13
split_gain=2.34758e-05 2.23848e-05 9.89982e-05 3.12945e-05 3.90991e-05 4.52905e-05 9.4465e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 -0.082904999999999993 0.11260500000000001 -0.074254999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00023327295393290803 -0.00029258351463775652 -0.00018322867669058978 0.00056735208955606767 7.8625984330550757e-05 0.00023392306648968082 0.00010922446775209445 -0.0006436129772114178
leaf_weight=0.0013011149984980507 0.0010038046545934919 0.0014235034985748234 0.0012858994413249263 0.0015283265348350616 0.0010401599866642058 0.0010633426971672689 0.0016126471331166735
leaf_count=486 291 115 591 798 373 146 1110
internal_value=0 2.31175e-05 0.000173002 -3.89238e-05 -0.000106454 -0.000190664 -0.000344462
internal_weight=0 0.00925499 0.0027094 0.00654559 0.00524448 0.00420432 0.00267599
internal_count=3910 3619 706 2913 2427 2054 1256
is_linear=0
shrinkage=0.00196078


Tree=7697
num_leaves=7
num_cat=0
split_feature=42 49 0 3 4 43
split_gain=1.94974e-05 3.28482e-05 3.77285e-05 6.20054e-05 2.74268e-05 2.73964e-05
threshold=-0.082904999999999993 -0.047894999999999993 -0.074514999999999984 0.084925000000000014 0.05309500000000001 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4
right_child=1 2 5 -5 -6 -7
leaf_value=0.00020508894932993815 0.00018564237383962093 -0.00063350755102802936 0.00032691093772899382 5.1554772530609241e-05 -0.00020857652393208991 -7.9089436608345833e-05
leaf_weight=0.0014951284822147569 0.0019772210385668411 0.0012160528306922954 0.0010526958610794415 0.0018413408979543675 0.0011235271943737823 0.0016260073601857931
leaf_count=577 458 1439 256 234 294 652
internal_value=0 -3.70264e-05 -0.000101209 -0.000217605 -0.000429445 8.04635e-05
internal_weight=0 0.00883685 0.00685962 0.00418092 0.00233958 0.0026787
internal_count=3910 3333 2875 1967 1733 908
is_linear=0
shrinkage=0.00196078


Tree=7698
num_leaves=9
num_cat=0
split_feature=4 0 2 12 1 0 48 15
split_gain=3.16842e-05 6.18179e-05 4.78409e-05 5.5439e-05 5.0187e-05 7.18488e-05 4.97255e-05 4.90434e-05
threshold=-0.48072499999999996 -0.017269999999999997 1.0000000180025095e-35 0.088325000000000015 1.0000000180025095e-35 -0.15007499999999999 0.084500000000000006 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -4
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=-0.00033656491287235412 -0.0005809176198107184 0.00044164438144486429 -0.00048648899768449305 1.62951019306616e-05 0.0003487554445684031 0.00055976671411724749 -0.00019300933004822425 0.00011213464523320116
leaf_weight=0.0010253749225242201 0.0011403475550602294 0.0012050303230839695 0.0010565940550390047 0.0012556347689607027 0.0010289422515011336 0.0013257567022436668 0.0017749664481550448 0.0010481497591767657
leaf_count=208 287 252 1187 543 213 384 141 695
internal_value=0 2.56317e-05 -3.24546e-05 -0.000267943 5.80474e-05 0.000183642 5.80052e-06 -0.000188378
internal_weight=0 0.00983542 0.00863039 0.00239598 0.00623441 0.00412967 0.00280391 0.00210474
internal_count=3910 3702 3450 830 2620 738 354 1882
is_linear=0
shrinkage=0.00196078


Tree=7699
num_leaves=9
num_cat=0
split_feature=4 0 2 16 49 49 15 15
split_gain=4.09176e-05 6.61502e-05 4.65071e-05 4.77234e-05 4.16696e-05 5.20678e-05 5.5036e-05 5.22721e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.081615000000000007 -0.055679999999999993 1.0000000180025095e-35 -0.0019649999999999997 0.079360000000000014 -0.073314999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -4
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=-0.00037923912611995776 -1.6209571944213338e-05 0.00046645810120355069 0.00023978843732251861 -0.00055550250666343282 -0.00022143789646701431 0.00069342253011130985 6.7593152911610445e-05 -0.00034586301561410644
leaf_weight=0.0010039070249024127 0.0014957043597042239 0.0012054773211119417 0.0012334664983977073 0.0010910787160373372 0.0014208138994092458 0.0010901555995857838 0.0010710133766250061 0.0011161394999677241
leaf_count=208 482 252 224 408 743 314 923 356
internal_value=0 3.65506e-05 -2.42878e-05 -0.000243678 7.13888e-05 0.000163624 0.000383279 -3.84151e-05
internal_weight=0 0.00972385 0.00851837 0.00258678 0.00593159 0.00451077 0.00216117 0.00234961
internal_count=3910 3702 3450 890 2560 1817 1237 580
is_linear=0
shrinkage=0.00196078


Tree=7700
num_leaves=8
num_cat=0
split_feature=11 48 0 42 47 2 0
split_gain=2.94994e-05 3.01742e-05 9.78054e-05 3.42481e-05 4.09946e-05 5.49376e-05 6.6939e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 0.086425000000000016 0.106285 -0.083934999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00024723487694745913 -0.00032476095241429419 -0.0001544423914927809 0.00057827353821045745 0.00016283510454650525 -0.00045221741394274194 0.00029364501650630103 -0.00042866504309499155
leaf_weight=0.0012432802987526132 0.0010303508463673323 0.0014675371469925272 0.0013398983124189344 0.00127843796642816 0.0010971741054785038 0.0013912271681780141 0.0017322924272481421
leaf_count=407 291 115 591 896 214 461 935
internal_value=0 2.44535e-05 0.000195259 -4.66674e-05 -0.000113115 -2.85945e-05 -0.000177498
internal_weight=0 0.00954985 0.00280744 0.00674241 0.00549913 0.00440196 0.00301073
internal_count=3910 3619 706 2913 2506 2292 1831
is_linear=0
shrinkage=0.00196078


Tree=7701
num_leaves=7
num_cat=0
split_feature=47 47 2 2 3 1
split_gain=1.0628e-05 2.79278e-05 2.6104e-05 3.09293e-05 3.65897e-05 5.52134e-05
threshold=0.077065000000000008 0.10589000000000001 0.11462500000000002 0.106035 -0.084129999999999996 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.0090143534652884702 -0.018527683023776893 0.003059104616174175 0.016650547679286538 -0.015203158440013296 0.02357245602717753 -0.0029699646982678783
leaf_weight=0.0016724583299928394 0.0010061104511291268 0.0014823060568134971 0.001029054661023843 0.0011664257788125834 0.0014557986142297807 0.0016976468473692209
leaf_count=1049 301 277 489 278 840 676
internal_value=0 -0.00566881 0.00193689 -0.000589869 0.00294218 0.00928343
internal_weight=0 0.00248842 0.00702138 0.00599233 0.0048259 0.00315345
internal_count=3910 578 3332 2843 2565 1516
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=7
num_cat=0
split_feature=484 1 2 457 0 3
split_gain=1.0075e-05 2.31646e-05 3.8258e-05 4.45198e-05 3.21378e-05 6.43598e-05
threshold=0.084225000000000008 0.12263000000000002 0.113945 0.082870000000000013 -0.10209999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.017031029827351239 0.0092572319601749269 0.011125866135192097 -0.020483327335111042 0.018354023036280861 -0.013199988339582781 0.013619326794052963
leaf_weight=0.0014082964142896363 0.0010366174256581191 0.0012938806599351793 0.0011095089336079379 0.0010576821037446421 0.0017145331133053025 0.0018714803834774902
leaf_count=394 470 333 359 204 1499 651
internal_value=0 -0.00118817 -0.00341297 -0.000283465 -0.00423046 0.000796563
internal_weight=0 0.00845538 0.0071615 0.00605199 0.00499431 0.00358601
internal_count=3910 3440 3107 2748 2544 2150
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=8
num_cat=0
split_feature=4 0 52 15 15 150 0
split_gain=2.539e-05 7.26764e-05 3.13413e-05 3.74016e-05 6.33712e-05 5.52437e-05 3.84487e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.088615000000000013 -0.0063699999999999989 0.082965000000000025 -0.10783
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00030455435387446886 -0.00032019765247967043 0.00047673849842028783 -0.00036916470966565697 -0.00032562285883457769 0.00040329938330331452 0.00028218614784148658 7.9511244900431875e-05
leaf_weight=0.0010029027443034756 0.001304470738369601 0.0011906899666988902 0.0018893534320355556 0.0010803413117071638 0.0016125269608608045 0.0013376941629843807 0.0012011248059258916
leaf_count=208 584 252 326 757 696 369 718
internal_value=0 2.32946e-05 -4.07859e-05 1.03983e-05 7.04935e-05 -5.06983e-05 -0.000194785
internal_weight=0 0.0096162 0.00842551 0.00712104 0.0060407 0.00442817 0.00309048
internal_count=3910 3702 3450 2866 2109 1413 1044
is_linear=0
shrinkage=0.00196078


Tree=7704
num_leaves=8
num_cat=0
split_feature=47 43 16 16 52 16 3
split_gain=2.63351e-05 5.0583e-05 6.19982e-05 6.3286e-05 5.81096e-05 4.13494e-05 6.08678e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 0.090640000000000012 -0.08286499999999998 -0.080744999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00039785772448053415 -0.00030386487212880769 0.00052838905140084114 -0.00038959718682547213 0.00041389936326013873 -0.00046736004843452277 -0.00025584571268721479 -3.8884614266374483e-05
leaf_weight=0.0011986517383785729 0.0010652240695766648 0.0011465147530185676 0.0015300992866489936 0.0014297006418495482 0.001036594665977649 0.0012283191931450584 0.0019884584710747615
leaf_count=261 179 442 494 643 654 754 483
internal_value=0 2.11632e-05 -3.28491e-05 4.70767e-05 -5.00451e-05 4.90971e-05 0.000168577
internal_weight=0 0.00955834 0.00835969 0.00682959 0.00539989 0.00436329 0.00313497
internal_count=3910 3731 3470 2976 2333 1679 925
is_linear=0
shrinkage=0.00196078


Tree=7705
num_leaves=8
num_cat=0
split_feature=47 43 16 16 52 16 4
split_gain=2.0152e-05 3.61456e-05 5.0825e-05 4.23753e-05 5.57384e-05 3.80122e-05 6.11914e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 0.090640000000000012 -0.08286499999999998 0.00046500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0003431070002868582 -0.00026687982320383277 0.00048712880599193381 -0.00035267487580334389 0.00035438156981166977 -0.00044579187509826649 -0.00023237664293242807 -6.6444980578683115e-05
leaf_weight=0.0011705331125951577 0.001040043248762325 0.0013827392578751054 0.0014907618064984455 0.0013757989571150202 0.0010118544662268917 0.0011895141604186927 0.0017260227725479412
leaf_count=261 179 452 494 643 654 754 473
internal_value=0 2.08422e-05 -2.52916e-05 4.7705e-05 -3.17516e-05 6.57173e-05 0.000179778
internal_weight=0 0.00934722 0.00817669 0.00668593 0.00531013 0.00429828 0.00310876
internal_count=3910 3731 3470 2976 2333 1679 925
is_linear=0
shrinkage=0.00196078


Tree=7706
num_leaves=7
num_cat=0
split_feature=42 49 0 3 13 43
split_gain=9.59337e-06 2.61749e-05 2.95821e-05 5.37909e-05 2.71704e-05 2.15008e-05
threshold=-0.082904999999999993 -0.047894999999999993 -0.074514999999999984 0.084925000000000014 -0.082014999999999991 -0.044024999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4
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leaf_value=0.0076776751862760789 0.009190590255328375 -0.0086676889896170322 0.014917778282226589 0.0034864210865170209 -0.031123387619611 -0.0038864356138431874
leaf_weight=0.00137033863742072 0.0018239623612184936 0.0010352143340459287 0.0010556866387403875 0.001684725116682394 0.0011236876111017813 0.0014340353355961296
leaf_count=577 458 885 355 234 848 553
internal_value=0 -0.00136488 -0.00440478 -0.00990528 -0.0203557 0.00408689
internal_weight=0 0.00815731 0.00633335 0.00384363 0.0021589 0.00248972
internal_count=3910 3333 2875 1967 1733 908
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=8
num_cat=0
split_feature=131 13 3 48 52 43 3
split_gain=9.56227e-06 1.89292e-05 2.30046e-05 3.12942e-05 3.88334e-05 3.76306e-05 3.8167e-05
threshold=0.084390000000000007 -0.23438999999999996 0.11265500000000002 0.091555000000000011 -0.088354999999999989 -0.0037249999999999996 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.013296026715828628 -0.0092494368370127488 -0.018870507979939329 -0.013886912828623151 0.017238225547000725 -0.0096173468324872273 0.025235546279826368 0.0004314962209210362
leaf_weight=0.0010966117711025134 0.0010117837043469727 0.0010416082017588634 0.0011342441045103365 0.0010615169170411273 0.0015519367343332937 0.0010126623398295685 0.0016013428169493135
leaf_count=174 618 595 134 314 1280 433 362
internal_value=0 0.00103448 -0.00078176 0.00158932 -0.00160059 0.0027174 0.0100406
internal_weight=0 0.00849992 0.00740331 0.00626907 0.00520755 0.00416594 0.00261401
internal_count=3910 3292 3118 2984 2670 2075 795
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=6
num_cat=0
split_feature=42 47 4 12 0
split_gain=9.36203e-06 2.1714e-05 3.13345e-05 3.31566e-05 1.97732e-05
threshold=-0.082904999999999993 0.087850000000000025 -0.065054999999999988 0.089855000000000004 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0075999370194396489 -0.017240151879547441 -0.010611460556210994 0.00019616212252622281 0.0059118887788917147 0.014846510916200784
leaf_weight=0.0013681287739765362 0.0014085445254135719 0.0019274832289415964 0.0018707007935796942 0.001102935555320587 0.0018151580834424371
leaf_count=577 703 442 299 499 1390
internal_value=0 -0.00134166 0.00154141 -0.00707276 0.00741095
internal_weight=0 0.00812482 0.00619734 0.00251148 0.00368586
internal_count=3910 3333 2891 1202 1689
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=8
num_cat=0
split_feature=11 3 3 52 2 0 1
split_gain=1.83168e-05 2.41666e-05 2.88529e-05 2.79828e-05 4.0269e-05 5.56503e-05 3.96217e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.075954999999999981 -0.081429999999999989 0.106035 -0.10209999999999998 0.11198000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00028867941592936535 -0.00025392754783024664 -0.00022242119232397699 0.00028877195614558334 -0.00015022980962142607 -0.00050501193634637661 0.00042117054564856594 4.114396833626173e-05
leaf_weight=0.001164720150060348 0.0010062854405636897 0.0019319677568239426 0.0014650760145364528 0.0012947900170287225 0.0010077196818271618 0.0013268368762604599 0.0010354247643233343
leaf_count=235 291 1890 395 201 199 443 256
internal_value=0 2.46672e-05 -1.34756e-05 5.23785e-05 -2.18661e-05 0.000138963 -0.000228231
internal_weight=0 0.00922654 0.00806182 0.00612985 0.00466477 0.00262163 0.00204314
internal_count=3910 3619 3384 1494 1099 644 455
is_linear=0
shrinkage=0.00196078


Tree=7710
num_leaves=8
num_cat=0
split_feature=42 403 42 160 3 2 4
split_gain=1.95433e-05 5.34565e-05 3.40552e-05 5.33462e-05 3.20604e-05 4.49947e-05 2.23175e-05
threshold=0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.013395000000000002 0.086545000000000025 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.00034596081811341157 -0.00019806375014375975 0.00044463511681890283 -0.00027753569483489956 1.8717232086808455e-05 -0.00018534769492483693 0.00057627127068820107 0.00016389540192988258
leaf_weight=0.0010859975347181907 0.0016822277828624143 0.0010643766682241268 0.0016509631530508238 0.0010863500767385275 0.0014055759433937373 0.0011408938870614085 0.0014083306098000552
leaf_count=838 832 358 765 386 168 395 168
internal_value=0 3.25069e-05 -2.38898e-05 2.8376e-05 0.000128561 0.000304321 -1.05552e-05
internal_weight=0 0.00884249 0.00777811 0.00669211 0.00504115 0.00222724 0.00281391
internal_count=3910 3078 2720 1882 1117 781 336
is_linear=0
shrinkage=0.00196078


Tree=7711
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.13349e-05 3.92151e-05 2.26915e-05 3.09616e-05 2.78549e-05 3.79409e-05
threshold=1.0000000180025095e-35 -0.082054999999999975 0.035895000000000003 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.005263926363928321 0.020251823793796524 -0.016606728780482402 -0.011266892778791849 -0.0044515073718815155 -0.012012716204318874 0.018146178013319688
leaf_weight=0.0017838819533740097 0.0010737696847459557 0.0015170554428996859 0.0010082616205195696 0.0015618933215662742 0.0011520698936171598 0.0014170854373558351
leaf_count=507 271 1485 544 164 444 495
internal_value=0 -0.00478746 0.00246387 0.00512375 0.00119157 0.0062981
internal_weight=0 0.00330094 0.00621308 0.00520482 0.00413105 0.00297898
internal_count=3910 1992 1918 1374 1103 659
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=9
num_cat=0
split_feature=11 3 47 1 15 3 3 15
split_gain=5.09552e-05 4.01238e-05 4.59221e-05 3.28058e-05 3.48278e-05 4.12418e-05 3.20987e-05 2.05839e-05
threshold=0.077165000000000025 -0.10628499999999998 0.087850000000000025 0.088010000000000019 -1.0000000180025095e-35 -0.060719999999999989 0.045635000000000002 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -4
right_child=-2 2 7 6 5 -7 -8 -9
leaf_value=0.00035545889084824658 -0.00043580345797457706 -0.00035550811172940214 -0.00046427312852029507 0.00048782816966751262 -0.00021568887438155651 0.00030757376169217673 5.7873603083110293e-05 -8.3074682959171202e-05
leaf_weight=0.001259453864396261 0.001000325522060694 0.0010757822914977105 0.0010393029526671884 0.0010797834268370427 0.0010576612449205299 0.0012798910233350368 0.0017487406458335853 0.001144168092940935
leaf_count=244 282 890 195 680 915 139 322 243
internal_value=0 2.90304e-05 -1.97656e-05 6.58523e-05 -6.35491e-05 7.08156e-05 0.000222008 -0.00026452
internal_weight=0 0.00968478 0.00842533 0.00624186 0.00341333 0.00233755 0.00282852 0.00218347
internal_count=3910 3628 3384 2946 1944 1054 1002 438
is_linear=0
shrinkage=0.00196078


Tree=7713
num_leaves=8
num_cat=0
split_feature=484 160 133 133 52 15 52
split_gain=9.26474e-06 1.93816e-05 4.75665e-05 2.87145e-05 5.1816e-05 3.4323e-05 5.52522e-05
threshold=0.084225000000000008 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.048490000000000012 -0.053579999999999996 -0.068164999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.013753669571755105 0.0088513389677428896 -0.01920846307290466 0.024704240845783047 -0.0096807041957614349 0.024438897982467345 -0.011262059120007111 -0.0054713802883226631
leaf_weight=0.001066733790692412 0.0010396338821295143 0.0010362119650316783 0.001127642558115344 0.001252505125199135 0.0013020379599257854 0.0013804828314223248 0.0013136876789705957
leaf_count=782 470 844 288 589 214 513 210
internal_value=0 -0.00115074 0.000662927 0.0038922 0.00721004 0.00134041 0.00846664
internal_weight=0 0.0084793 0.00741257 0.00637636 0.00512385 0.00382181 0.00244133
internal_count=3910 3440 2658 1814 1225 1011 498
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=8
num_cat=0
split_feature=52 47 150 1 2 3 1
split_gain=1.02425e-05 2.22138e-05 3.64658e-05 2.81242e-05 3.40992e-05 2.72056e-05 3.59562e-06
threshold=0.11401500000000002 0.077065000000000008 0.086420000000000011 0.076710000000000014 0.092340000000000019 -0.015794999999999997 0.11052000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -3
right_child=-2 6 -4 5 -6 -7 -8
leaf_value=-0.011382460339723288 -0.0082664947569501095 -0.0034787041401084249 -0.011284571527561946 0.028061628899606828 0.011463085976797203 0.0060346459879419027 -0.011764975569098746
leaf_weight=0.0011913480619867908 0.0013085550354365377 0.0010473209597351902 0.0012025759403918156 0.0010556543847102015 0.001446750976923602 0.0011959829685721671 0.001047346981481029
leaf_count=952 647 301 364 626 509 351 160
internal_value=0 0.00126159 0.00431592 0.00815268 0.00114619 0.0163617 -0.00762189
internal_weight=0 0.00818698 0.00609231 0.00488974 0.0026381 0.00225164 0.00209467
internal_count=3910 3263 2802 2438 1461 977 461
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=9
num_cat=0
split_feature=4 1 47 0 12 15 48 4
split_gain=4.2285e-05 6.10766e-05 3.09896e-05 3.17101e-05 4.00093e-05 5.30165e-05 3.81518e-05 1.52393e-05
threshold=0.25367000000000006 0.11198000000000001 0.087850000000000025 -0.10575999999999998 0.088285000000000016 0.088190000000000004 0.084905000000000022 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 6 7 -6 -1 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.00044161482408886014 -0.00010176689310401742 0.00056494826735524895 -0.0003046978201808534 -0.00013607359453106295 -0.00017201072978162204 0.00038580617307840191 -5.7791995895397422e-05 -0.00047397021957380488
leaf_weight=0.0011224191533405644 0.0010106424307011073 0.0011067932693626028 0.0016437284776305338 0.0010293225748999768 0.0015843396966781006 0.0011168480071198671 0.0012354790582727213 0.001023356377944694
leaf_count=244 187 347 408 418 697 653 152 804
internal_value=0 0.000246728 -6.2053e-05 -5.97102e-06 -9.81813e-05 5.86273e-05 0.000179938 -0.000304531
internal_weight=0 0.00211744 0.00875549 0.00711176 0.00475387 0.00270119 0.0023579 0.00205268
internal_count=3910 534 3376 2968 2572 1350 396 1222
is_linear=0
shrinkage=0.00196078


Tree=7716
num_leaves=8
num_cat=0
split_feature=50 15 47 12 160 16 52
split_gain=2.53167e-05 4.07886e-05 4.79151e-05 4.12995e-05 0.000120115 7.07915e-05 4.99771e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.086935000000000012 0.087825000000000014 -0.019979999999999994 0.089525000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00039448273076133147 -0.00029348194771403068 0.00073298829136022984 -0.00032251569226659322 -0.00037285004655727034 -0.00038822634961165959 0.0001171556867704753 0.00015814759541752936
leaf_weight=0.0010432701724270464 0.0010396304940625866 0.0012824871676159805 0.0015931968405696649 0.0014837038515245519 0.0010388534492405815 0.0016294801454602742 0.0012603472652563846
leaf_count=413 715 460 258 898 187 530 449
internal_value=0 2.90937e-05 -1.69e-05 5.58282e-05 0.000184175 0.00038838 -0.000128962
internal_weight=0 0.00933134 0.00828807 0.00669487 0.00395082 0.00291197 0.00274405
internal_count=3910 3195 2782 2524 1177 990 1347
is_linear=0
shrinkage=0.00196078


Tree=7717
num_leaves=9
num_cat=0
split_feature=4 0 2 49 49 15 52 0
split_gain=3.18261e-05 5.94669e-05 3.75607e-05 3.97634e-05 4.12165e-05 8.11565e-05 4.55092e-05 3.90202e-05
threshold=-0.48072499999999996 -0.017269999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.0019649999999999997 0.079360000000000014 -0.068164999999999989 -0.099024999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 6 -6 -4 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00034030916309075023 4.6059506123546367e-05 0.0004290677229141162 0.00022622359476588363 -0.0002364700478213222 0.00065947353696609924 -6.5858833282116734e-05 -0.00032077482989998084 -0.00046455530738375995
leaf_weight=0.0010129149305317898 0.0010115799391699762 0.0012236791454826789 0.0011564699243303059 0.0014535661558437796 0.0012530230808692536 0.0011260485441451841 0.0011829162554863476 0.0013344048499391678
leaf_count=208 92 252 235 752 325 961 347 738
internal_value=0 2.48777e-05 -3.31874e-05 4.70869e-05 0.000134439 0.000316163 -5.03675e-05 -0.00024438
internal_weight=0 0.00974169 0.00851801 0.00617202 0.00471846 0.00237907 0.00233939 0.00234598
internal_count=3910 3702 3450 2620 1868 1286 582 830
is_linear=0
shrinkage=0.00196078


Tree=7718
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 13 47 16
split_gain=2.16032e-05 2.76031e-05 9.46085e-05 3.26199e-05 8.20709e-05 4.44857e-05 3.60492e-05 3.50219e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 -0.017214999999999998 0.10420500000000001 -0.016579999999999998 0.09252500000000001 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1 -7
right_child=-2 2 -4 4 -6 7 -8 -9
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leaf_count=888 291 115 591 1010 91 534 189 201
internal_value=0 2.38476e-05 0.000188291 -4.42114e-05 5.14591e-05 -9.01775e-05 -0.000239672 7.68927e-05
internal_weight=0 0.00948234 0.0027757 0.00670664 0.00450273 0.0035006 0.00220391 0.00222785
internal_count=3910 3619 706 2913 1836 1745 1077 735
is_linear=0
shrinkage=0.00196078


Tree=7719
num_leaves=6
num_cat=0
split_feature=4 13 48 13 52
split_gain=9.57825e-06 2.19949e-05 2.56631e-05 4.191e-05 2.55007e-05
threshold=0.25367000000000006 -0.014114999999999997 0.086215000000000014 0.0024700000000000004 -0.013104999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0012756794711598701 0.0018279896017417644 0.0017665522656730482 0.001209333853407709 0.0015406342809948243 0.0019385619106622937
leaf_count=722 534 573 284 545 1252
internal_value=0 -0.00159927 0.00290047 0.0074587 -0.00792212
internal_weight=0 0.00773076 0.00451652 0.00330719 0.00321424
internal_count=3910 3376 1402 1118 1974
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=8
num_cat=0
split_feature=131 13 49 47 15 42 3
split_gain=9.72367e-06 1.75887e-05 2.02321e-05 3.30646e-05 4.81813e-05 3.58564e-05 3.90779e-05
threshold=0.084390000000000007 -0.23438999999999996 0.073145000000000016 0.09252500000000001 -0.033649999999999992 0.084685000000000024 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011002315021304311 0.0010157989692572604 0.0018167186449759144 0.0010103781609034686 0.0010822191108436604 0.0012338922687494104 0.0012576958559539484 0.0010299763864695464
leaf_count=174 618 539 678 153 775 759 214
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internal_weight=0 0.00853111 0.00743088 0.0064205 0.00533828 0.00352156 0.00226387
internal_count=3910 3292 3118 2440 2287 1748 989
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=7
num_cat=0
split_feature=42 49 2 43 4 2
split_gain=1.08137e-05 2.29746e-05 2.47483e-05 5.1922e-05 4.00194e-05 3.67869e-05
threshold=-0.082904999999999993 -0.047894999999999993 0.097940000000000013 -0.074254999999999988 -1.0000000180025095e-35 0.11339500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
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leaf_value=0.0081627597486914651 0.0084605696031323768 0.0076243333894049185 0.013626663054730915 -0.0058824833829176498 -0.032279142320676697 -0.0088451225296473507
leaf_weight=0.0013724123984642485 0.0018229714485171779 0.0011181345518474009 0.0014700814400622751 0.0011878365291581019 0.0011120428815222128 0.001444075913706024
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internal_value=0 -0.00143168 -0.00427956 -0.0100521 -0.0186459 0.00249104
internal_weight=0 0.00815514 0.00633217 0.00341801 0.00229988 0.00291416
internal_count=3910 3333 2875 2008 1236 867
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=9
num_cat=0
split_feature=11 3 15 3 43 160 3 16
split_gain=3.52018e-05 5.27865e-05 3.3087e-05 0.000117069 3.74365e-05 4.00883e-05 6.61364e-05 1.90931e-05
threshold=0.077330000000000024 -0.10628499999999998 0.088190000000000004 -0.076734999999999984 -0.049504999999999987 -0.025614999999999995 0.094625000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=0.00039415680294342312 -0.00035862641571738116 -0.00065187051311314424 0.00023865429385912752 0.00032604941326143372 0.00025904789107478545 -0.00048879509203417475 -0.00014265178995952828 0.00022478952263550042
leaf_weight=0.0012849196867444406 0.0010232886078268616 0.0011765553651907007 0.0014485991648462556 0.0012523691187755759 0.0011786060341530979 0.0014099273748814198 0.001006994949071608 0.0011817639527612468
leaf_count=247 279 1337 836 450 227 266 147 121
internal_value=0 2.331e-05 -3.1747e-05 -8.61033e-05 2.42937e-05 -5.48117e-05 -0.000157604 5.57387e-05
internal_weight=0 0.00993974 0.00865482 0.00720622 0.00602966 0.00477729 0.00359869 0.00218876
internal_count=3910 3631 3384 2548 1211 761 534 268
is_linear=0
shrinkage=0.00196078


Tree=7723
num_leaves=8
num_cat=0
split_feature=133 160 12 13 2 1 2
split_gain=9.63372e-06 3.26165e-05 2.26389e-05 5.31563e-05 3.28228e-05 2.43046e-05 1.46466e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.092365000000000017 -0.083514999999999992 0.086650000000000019 0.091035000000000019 0.095195000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -4
right_child=1 2 6 4 5 -7 -8
leaf_value=0.0085261516149941676 -0.013418677732849622 0.02534883199750089 0.0018012619999375316 -0.013891714865575822 0.016328899995527165 -0.0039401819817825217 -0.015128555128335741
leaf_weight=0.0011501105022387421 0.0017407075850920019 0.0010722363454182373 0.001006236884382756 0.0011560939112618476 0.0012400133589926697 0.0011313266101302356 0.0010383263346138115
leaf_count=604 1086 453 396 473 286 260 352
internal_value=0 -0.0012336 0.00195874 0.00585047 -7.64594e-05 0.00665886 -0.0067965
internal_weight=0 0.00838494 0.00664423 0.00459967 0.00352743 0.00237134 0.00204456
internal_count=3910 3306 2220 1472 1019 546 748
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=8
num_cat=0
split_feature=11 3 3 15 49 15 3
split_gain=3.67191e-05 3.96811e-05 4.00156e-05 0.000120898 2.98468e-05 5.67783e-05 4.13218e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.064349999999999991 0.085120000000000015 -0.006494999999999999 -0.017214999999999998 0.10223
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.0003562843682343548 -0.00035964143661339502 -0.00061707405969035662 -0.00013297867672706632 0.00024862887855565605 0.00024745374344475152 0.00041842178453337033 -0.00028681809185383388
leaf_weight=0.0012580957631335892 0.00102041100699628 0.0013696830416748691 0.0019015150774960134 0.001133466031190622 0.0010158050214138514 0.0018521338028459067 0.0012310716000076367
leaf_count=247 279 1296 353 933 359 254 189
internal_value=0 3.12689e-05 -1.68163e-05 -0.00022507 7.00578e-05 0.000164246 -4.52757e-05
internal_weight=0 0.00976177 0.00850367 0.00250315 0.00600053 0.00409901 0.00224688
internal_count=3910 3631 3384 2229 1155 802 548
is_linear=0
shrinkage=0.00196078


Tree=7725
num_leaves=9
num_cat=0
split_feature=1 15 52 15 15 3 42 16
split_gain=1.10028e-05 3.599e-05 4.95208e-05 2.13325e-05 3.12278e-05 3.41547e-05 4.14337e-05 4.01172e-05
threshold=1.0000000180025095e-35 0.041585000000000004 0.09086000000000001 0.035895000000000003 -0.019749999999999993 0.086245000000000016 0.082690000000000013 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -7
right_child=3 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.027965463155295141 0.024915946359163093 0.0087137534704540623 0.003031584202836197 -0.010871250701433924 0.020690696760977265 0.0060359952878833271 -0.0036001085728192463 -0.021207217516729129
leaf_weight=0.0010548077896507854 0.0010058391170702917 0.0012444505380473569 0.0010078730908531681 0.0010116366439021883 0.001019930160980979 0.001082142500029521 0.0010326550019167274 0.0010799493352555698
leaf_count=849 299 937 206 544 341 175 410 149
internal_value=0 -0.00471675 -0.0128196 0.00241941 0.00499489 0.00118385 0.0104704 -0.00757179
internal_weight=0 0.00330713 0.00206268 0.00623215 0.00522052 0.00420059 0.00203849 0.00216209
internal_count=3910 1992 1055 1918 1374 1033 709 324
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=6
num_cat=0
split_feature=1 4 16 15 16
split_gain=8.94785e-06 3.2299e-05 2.02348e-05 3.04308e-05 3.60767e-05
threshold=1.0000000180025095e-35 -0.082054999999999975 0.081265000000000018 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0048694935987119662 0.010334186958602699 -0.014986394631150585 -0.0094791965050410563 0.017556452884669446 -0.0096199926833809412
leaf_weight=0.0017818393173305192 0.0017757682953229456 0.0015164691033651698 0.0012002435032732947 0.0013898023701509167 0.0018500078665871376
leaf_count=507 456 1485 388 620 454
internal_value=0 -0.00425968 0.00218422 0.00497531 0.000152811
internal_weight=0 0.00329831 0.00621582 0.00501558 0.00362578
internal_count=3910 1992 1918 1530 910
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=7
num_cat=0
split_feature=52 12 12 3 1 1
split_gain=8.87882e-06 2.01702e-05 3.05152e-05 3.50263e-05 3.70928e-05 4.66163e-05
threshold=0.11401500000000002 0.095000000000000015 0.086935000000000012 -0.018854999999999997 0.11052000000000002 0.091845000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.015291904819347293 -0.007665507440199424 0.010407626277137011 -0.014355349227984739 -0.010087666471574924 -0.018303234851176606 0.018024144824729232
leaf_weight=0.0014511149318555006 0.001316926127354681 0.0018375746298261459 0.0014285861798351207 0.0011875378155013238 0.001108169186058632 0.001172062030830773
leaf_count=907 647 696 935 214 292 219
internal_value=0 0.00118143 -0.00148952 0.00224709 -0.00321162 0.00387605
internal_weight=0 0.00818504 0.00634747 0.00491888 0.00346777 0.0023596
internal_count=3910 3263 2567 1632 725 433
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=1.985e-05 3.96973e-05 3.3782e-05 2.65726e-05 6.44841e-05 7.76392e-05 5.78526e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00029788749635448176 -0.00026404875557886626 0.00026837087235966224 -0.00062832304402852905 -0.0003823341147727381 0.00032611210209518651 -0.00034585995892562023 0.00023067847051931164
leaf_weight=0.0016662680899082348 0.0010200462447718791 0.0011716723154961946 0.0010314551408065003 0.001029571892506919 0.0013779725376022317 0.0011116544754970266 0.0016810559666527909
leaf_count=804 715 220 592 359 126 822 272
internal_value=0 2.44503e-05 -3.70918e-05 -9.45242e-05 -3.75628e-05 -0.000168607 1.18403e-06
internal_weight=0 0.00906965 0.00740338 0.00623171 0.00520214 0.00382417 0.00279271
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=7729
num_leaves=7
num_cat=0
split_feature=42 133 160 47 1 16
split_gain=9.60322e-06 1.67704e-05 4.84612e-05 3.08783e-05 6.82532e-05 2.58006e-05
threshold=0.092145000000000019 -0.036599999999999987 -1.0000000180025095e-35 0.09550500000000002 0.090820000000000012 -0.0017249999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.013262468578426915 -0.0073324136734911442 -0.016223296614030547 0.018318874036123537 0.018991374775082736 -0.016133376858246742 -0.0013152332663690074
leaf_weight=0.0010283777821643381 0.0015185513040078405 0.0015168620734188395 0.0015494143141494443 0.0010957622315488601 0.0016087102977041653 0.0011782172569504777
leaf_count=661 832 837 582 159 550 289
internal_value=0 0.00134385 -0.000419991 0.00399293 0.000202928 0.0098378
internal_weight=0 0.00797734 0.00694897 0.0054321 0.00433634 0.00272763
internal_count=3910 3078 2417 1580 1421 871
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=8
num_cat=0
split_feature=1 15 52 2 3 48 1
split_gain=2.10555e-05 2.58976e-05 5.73865e-05 2.21965e-05 2.63732e-05 6.10771e-05 3.44445e-05
threshold=0.076710000000000014 0.085120000000000015 0.091715000000000005 0.11542500000000001 -0.074234999999999982 0.087645000000000015 0.096035000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.00047804594005401984 0.0001969354499898073 0.00012405806500869826 0.00012244481917227643 0.00027306580975844103 -3.3575967077608196e-05 0.00031366243538547575 -0.00048435181295695788
leaf_weight=0.0015173932208556173 0.0017510810346913499 0.0011012168898917184 0.0010253060634579114 0.0014468828484587269 0.00132874211468559 0.001008004414339255 0.0012790676569886302
leaf_count=1079 798 726 203 398 198 159 349
internal_value=0 -0.000127123 -0.000235907 5.75283e-05 -5.79383e-07 -9.62327e-05 -0.000254671
internal_weight=0 0.00364392 0.0025427 0.00681378 0.0053669 0.00361581 0.00260781
internal_count=3910 2008 1282 1902 1504 706 547
is_linear=0
shrinkage=0.00196078


Tree=7731
num_leaves=8
num_cat=0
split_feature=160 16 0 49 2 4 2
split_gain=1.136e-05 2.4176e-05 4.13154e-05 3.99063e-05 3.56648e-05 4.06775e-05 2.09256e-05
threshold=-0.081069999999999989 -0.029944999999999996 -0.084304999999999977 -0.045004999999999996 0.106285 -0.060264999999999992 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=0.008477910906040725 0.012292448173270014 -0.029979624228759924 0.018260468935549536 0.00035117601456672426 0.0075757692836400485 -0.00323332436594454 -0.0187621567660754
leaf_weight=0.0013427841407459623 0.0011928899848935638 0.0010060968610582169 0.0013068696063718724 0.0010357964189588878 0.0010208386244218029 0.0013077263105796776 0.0012814538424831654
leaf_count=815 165 325 847 407 365 595 391
internal_value=0 -0.00144861 0.00308251 -0.00256843 -0.00799394 -0.0148632 -0.0102186
internal_weight=0 0.00815167 0.00481701 0.00351014 0.00333466 0.00231382 0.00231725
internal_count=3910 3095 1810 963 1285 920 798
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=3.06388e-05 3.84074e-05 2.98684e-05 2.38859e-05 5.97511e-05 7.70729e-05 6.66255e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00029706662626686125 -0.000327207803693414 0.00025463957351667314 -0.00061686379877172351 -0.00035638439411452645 0.0003196581593310881 -0.00035903926365759539 0.0002551287008445383
leaf_weight=0.0016842314884026217 0.0010292773201911213 0.001185798120774492 0.0010246165753667351 0.0010381974799044021 0.0013780375198480643 0.0011282156403305725 0.0017058775032556183
leaf_count=804 715 220 592 359 126 822 272
internal_value=0 2.96206e-05 -3.07543e-05 -8.46861e-05 -3.08213e-05 -0.000155986 1.06364e-05
internal_weight=0 0.00914497 0.00746074 0.00627494 0.00523675 0.00385871 0.00283409
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=7733
num_leaves=8
num_cat=0
split_feature=484 1 43 12 48 3 43
split_gain=9.48171e-06 2.6238e-05 3.0954e-05 7.80469e-05 3.20034e-05 4.93083e-05 4.49263e-05
threshold=0.084225000000000008 0.12263000000000002 -0.15648499999999999 0.092365000000000017 0.091555000000000011 0.0066850000000000008 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.012655134528848942 0.0089928008622230018 0.011925625755034558 -0.012545030640708475 -0.026690581142037897 0.015291685921031509 -0.021813323851320839 0.0145466099453478
leaf_weight=0.0010146003563974923 0.0010339663815711964 0.001298467615547457 0.00104439259920833 0.0014268209888875158 0.0010610537312281208 0.0011285138541877252 0.0014788596015747157
leaf_count=251 470 333 1094 886 225 210 441
internal_value=0 -0.00115213 -0.00352569 -0.00619964 4.05678e-06 -0.0044379 0.00333318
internal_weight=0 0.00845271 0.00715424 0.00613964 0.00471282 0.00365177 0.00252325
internal_count=3910 3440 3107 2856 1970 1745 1535
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=8
num_cat=0
split_feature=157 51 2 2 48 13 12
split_gain=2.61053e-05 3.71028e-05 4.21446e-05 4.92529e-05 0.000104056 8.2374e-05 3.25701e-05
threshold=-0.072409999999999988 -0.032189999999999989 0.086545000000000025 0.11934000000000002 0.082070000000000018 -0.098524999999999988 0.086865000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 -3
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00029676828319767927 -0.00035552900488405729 -0.00040489444490649244 0.00042152587990710346 -0.00025982785826228683 0.00057244175010987973 -0.00027247431169174379 4.5340867474201639e-05
leaf_weight=0.0010011813041040608 0.001218920503130134 0.0013726066808745507 0.001001965674824367 0.0011559224531268843 0.0017361697445570663 0.0019129494629918026 0.0011232321621636582
leaf_count=517 503 664 72 313 332 865 644
internal_value=0 -3.60809e-05 1.08165e-05 0.0001024 0.000192424 -3.39204e-05 -0.00020227
internal_weight=0 0.00952177 0.00830285 0.00580701 0.00465108 0.00291492 0.00249584
internal_count=3910 3393 2890 1582 1269 937 1308
is_linear=0
shrinkage=0.00196078


Tree=7735
num_leaves=8
num_cat=0
split_feature=13 403 52 0 0 15 4
split_gain=9.77031e-06 3.37006e-05 3.16847e-05 5.56496e-05 5.34404e-05 4.3697e-05 2.78197e-05
threshold=0.17936000000000002 0.03138500000000001 0.11401500000000002 -0.06402999999999999 -0.10071499999999999 -0.07142999999999998 0.056740000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0041695136002276546 -0.0091474873057290334 0.0179373491334846 -0.016924882450533998 0.016731560505812981 -0.023276582270623528 0.019150736607829229 -0.017431119581742243
leaf_weight=0.0013319614746525139 0.0010490056966288306 0.0010403479052233395 0.0011022766352390316 0.0017289990659387217 0.0011229561148458599 0.0010247020632975137 0.0010794337095267025
leaf_count=170 221 418 557 546 1608 211 179
internal_value=0 0.00108617 -0.001286 0.00145545 -0.00433794 0.00185143 -0.00549976
internal_weight=0 0.00843068 0.00739033 0.00628805 0.00455905 0.0034361 0.0024114
internal_count=3910 3689 3271 2714 2168 560 349
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=7
num_cat=0
split_feature=4 151 16 1 0 52
split_gain=1.26355e-05 2.18193e-05 2.42997e-05 4.64757e-05 2.59923e-05 4.45566e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 0.086560000000000012 -0.10131499999999999 0.083750000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.0099812803780473178 0.0092385703688056698 0.0016999509789648389 0.014351941858321147 -0.02825355487263826 -0.014462156857868376 0.0074347836708140887
leaf_weight=0.0013804368912089093 0.0012700004093464763 0.0010676330406052125 0.0010127041190993963 0.0010061903295045947 0.0018940958438781194 0.0018243247055490159
leaf_count=562 441 443 181 163 1281 839
internal_value=0 -0.00148191 -0.0038073 -0.0128331 0.000149017 -0.00371912
internal_weight=0 0.00818538 0.00680495 0.00207382 0.00473112 0.00371842
internal_count=3910 3469 2907 606 2301 2120
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=8
num_cat=0
split_feature=11 3 1 4 15 15 0
split_gain=3.17649e-05 3.4541e-05 2.9061e-05 7.21677e-05 8.49308e-05 5.95204e-05 4.09469e-05
threshold=0.077330000000000024 -0.10628499999999998 0.094485000000000013 0.053925000000000008 -0.11399999999999998 -0.0039399999999999991 -0.083424999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00032718860426937744 -0.00034182628297609182 -0.00038909030844349246 0.00043030504833477755 0.00028250770600654992 -0.00050763969229977474 0.00032784601718964366 -0.00014196305650025019
leaf_weight=0.001265873085263867 0.0010004603627809415 0.0019092408678014591 0.0015653880125065518 0.0010110808975130493 0.0010834537593435362 0.0012325137025913583 0.0016929164803690881
leaf_count=247 279 1135 491 296 174 504 784
internal_value=0 2.50279e-05 -2.00004e-05 0.000111813 -0.000126217 -0.000119786 5.59723e-05
internal_weight=0 0.00976047 0.00849459 0.00365992 0.00209453 0.00483467 0.00292543
internal_count=3910 3631 3384 961 470 2423 1288
is_linear=0
shrinkage=0.00196078


Tree=7738
num_leaves=8
num_cat=0
split_feature=4 2 2 160 2 43 13
split_gain=2.02818e-05 4.46125e-05 4.10022e-05 4.44625e-05 3.61886e-05 2.88372e-05 2.75864e-05
threshold=0.15927500000000003 0.10796500000000002 0.11085000000000002 -0.081069999999999989 0.096750000000000017 -0.083094999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0002510134594252026 0.00041138485312240631 -9.5082389545936857e-05 0.00024148263569646224 0.00013477548371210711 -0.00052169383561737168 -0.00043230430862585621 -5.2682578114422031e-05
leaf_weight=0.0010090254116510346 0.001246817599821347 0.0014420493957462022 0.0014320235105459243 0.0012381540757384298 0.0010620872433246952 0.0013235746352847633 0.0016577069781939465
leaf_count=644 287 323 426 500 350 1134 246
internal_value=0 0.000139765 -5.79655e-05 -0.000126134 -0.000198187 -0.000116756 -0.00022122
internal_weight=0 0.00268887 0.00772257 0.00629055 0.00528152 0.00421944 0.00298128
internal_count=3910 610 3300 2874 2230 1880 1380
is_linear=0
shrinkage=0.00196078


Tree=7739
num_leaves=8
num_cat=0
split_feature=1 4 151 0 0 12 15
split_gain=1.17212e-05 2.52369e-05 2.13859e-05 5.28638e-05 4.33019e-05 6.56959e-05 1.61618e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 6 3 4 5 -7 -8
leaf_value=0.0094429608552250143 0.017655304603551844 0.0078719957104835606 -0.023876819355560214 0.017414503549726654 -0.025913177593550836 0.0061802750839931317 -0.008787207575514688
leaf_weight=0.0011764949673638515 0.0010375617966594309 0.0010838494446872716 0.0011940223320537689 0.001058615327361219 0.001053688645662027 0.0016161153722904272 0.0012585732468368283
leaf_count=480 361 332 334 861 493 847 202
internal_value=0 0.00467197 -0.00266948 -0.00556443 0.000300094 -0.00648601 -0.00107892
internal_weight=0 0.00337998 0.00609894 0.00492244 0.00372842 0.0026698 0.00234242
internal_count=3910 895 3015 2535 2201 1340 534
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=8
num_cat=0
split_feature=11 3 3 15 15 4 3
split_gain=2.43941e-05 4.25426e-05 3.80234e-05 3.23616e-05 5.5365e-05 6.25015e-05 3.94203e-05
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decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.0003657313421882808 -0.00029338003241844807 -0.00037745657108499583 0.00026316533532025522 8.8505063805972167e-06 0.00013501064289050859 -0.00043804774911082155 0.00047130020189801699
leaf_weight=0.00124890845043417 0.0010020590309905422 0.0010175804277593624 0.0012767909992408778 0.0018812261629165897 0.0011755862354312619 0.0019380597380652771 0.0011370047044268021
leaf_count=247 279 981 439 900 438 521 105
internal_value=0 2.80051e-05 -2.20514e-05 2.67634e-05 -8.06842e-05 -0.000221684 0.000183061
internal_weight=0 0.00967516 0.00842625 0.00740867 0.00439044 0.00311365 0.00301823
internal_count=3910 3631 3384 2403 1398 959 1005
is_linear=0
shrinkage=0.00196078


Tree=7741
num_leaves=9
num_cat=0
split_feature=11 13 39 0 49 12 3 0
split_gain=2.46758e-05 2.52048e-05 7.30605e-05 6.17313e-05 3.572e-05 3.16401e-05 6.3186e-05 2.93574e-05
threshold=0.076265000000000013 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.07107999999999999 0.089745000000000005 0.084925000000000014 -0.084394999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-1.4907828556463138e-05 -0.00029347918078448273 -0.00034446641246624825 0.00046590336761360242 -0.0005047038293829626 -0.0003622668673833743 0.00034842802152011177 0.00019698030814819297 0.00045953027085960529
leaf_weight=0.0010034052201762923 0.0010238033327158698 0.0010028809719693802 0.0010090462645717928 0.0011907683964384316 0.0013201778386706243 0.0011291435240940255 0.0018869104543225677 0.001002351578874273
leaf_count=291 291 159 387 329 1147 1023 176 107
internal_value=0 2.684e-05 -2.51327e-05 -0.000101011 -1.09767e-05 6.61525e-05 -3.32303e-05 0.000222187
internal_weight=0 0.00954468 0.00753893 0.00652988 0.00533911 0.00433623 0.00320709 0.00200576
internal_count=3910 3619 3221 2834 2505 2346 1323 398
is_linear=0
shrinkage=0.00196078


Tree=7742
num_leaves=7
num_cat=0
split_feature=4 160 0 15 15 12
split_gain=1.10945e-05 1.59578e-05 3.58145e-05 3.29476e-05 5.08202e-05 5.99876e-05
threshold=0.25367000000000006 -0.026849999999999995 -0.14733499999999997 -0.053579999999999996 0.088190000000000004 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0079417628958293081 0.006961170279881722 -0.019341781565548014 0.013234321870977403 0.00066683667831691335 0.010669891885533564 -0.03112216664229156
leaf_weight=0.0013985664713214501 0.0018226629997778404 0.0012082015321296007 0.0013447460974454011 0.0013113587574316381 0.0013271938331710078 0.0010845806919366511
leaf_count=929 534 183 650 473 676 465
internal_value=0 -0.00171785 -0.00387041 -0.000181974 -0.00502776 -0.0137232
internal_weight=0 0.00767465 0.00627608 0.00506788 0.00372313 0.00239594
internal_count=3910 3376 2447 2264 1614 938
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=7
num_cat=0
split_feature=0 1 15 2 1 0
split_gain=1.01163e-05 1.9919e-05 2.64104e-05 2.11188e-05 2.31264e-05 1.91341e-05
threshold=0.10302000000000001 1.0000000180025095e-35 0.084955000000000017 0.11542500000000001 0.092550000000000007 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.020594231105322446 0.0081489656858206774 0.0068808595950140706 0.0019004657482914991 0.012917076618792473 0.0017125535483191242 -0.014740295316500908
leaf_weight=0.0010848969971188364 0.0012989824303807412 0.0019508270631519412 0.0010058274070899997 0.0012869295303008337 0.0012975566632302241 0.0015526620975124118
leaf_count=1193 210 622 720 383 225 557
internal_value=0 -0.00135094 -0.00977225 0.0015411 -0.00150825 -0.00725017
internal_weight=0 0.0081787 0.00209072 0.00608798 0.00480105 0.00285022
internal_count=3910 3700 1913 1787 1404 782
is_linear=0
shrinkage=0.1


Tree=7744
num_leaves=8
num_cat=0
split_feature=50 160 49 4 2 52 4
split_gain=1.08061e-05 2.29566e-05 2.93481e-05 1.93569e-05 5.05738e-05 5.63933e-05 4.50558e-05
threshold=0.07992500000000001 -0.026849999999999995 -0.081419999999999979 0.24280000000000004 0.10113500000000002 0.071660000000000015 0.05309500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.012170898139790928 -0.0098016640350212497 0.013649076214863215 -0.023941950825640372 0.0072347202332606886 -0.024234722685268599 0.016771550322855731 0.0048314067240437623
leaf_weight=0.0015390304305091286 0.0010135562151153974 0.001099489487523384 0.0011454151400491245 0.0011854710384353231 0.0012539545230716058 0.0011925382499741338 0.0010368430703340957
leaf_count=799 755 217 585 352 423 641 138
internal_value=0 0.00112536 -0.00133344 -0.00416669 -0.0070867 -0.000715109 -0.010271
internal_weight=0 0.00845274 0.00691371 0.00581422 0.00462875 0.0033748 0.00218226
internal_count=3910 3155 2356 2139 1787 1364 723
is_linear=0
shrinkage=0.1


Tree=7745
num_leaves=9
num_cat=0
split_feature=4 0 43 16 15 4 2 48
split_gain=3.17451e-05 6.01749e-05 3.58767e-05 3.70378e-05 3.07668e-05 4.87076e-05 6.31419e-05 4.16057e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 -0.078844999999999985 0.079360000000000014 -0.0010999999999999996 0.086650000000000019 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8
right_child=1 -3 4 -5 -6 6 7 -9
leaf_value=-0.00034062905258850111 7.0146538435217108e-06 0.00044148688002515257 0.00043076348084457837 -0.00050982533765242478 -0.00022933696584874472 -0.00036903459694060753 0.00045113897862459094 -7.0311797698539518e-05
leaf_weight=0.0010153059731850883 0.0010571663664519055 0.0011653174594357585 0.0013390432606098812 0.0010753118775851517 0.0012818233502678959 0.0012232967125466918 0.0011314097597975893 0.0012254730767826813
leaf_count=208 406 252 337 778 1088 252 381 208
internal_value=0 2.41427e-05 -3.42166e-05 -0.000253604 4.12286e-05 0.000111731 -7.59207e-06 0.000180008
internal_weight=0 0.00949884 0.00833352 0.00213248 0.00620105 0.00491922 0.00358018 0.00235688
internal_count=3910 3702 3450 1184 2266 1178 841 589
is_linear=0
shrinkage=0.00196078


Tree=7746
num_leaves=7
num_cat=0
split_feature=52 4 43 12 0 2
split_gain=1.12674e-05 2.25872e-05 1.79666e-05 6.19085e-05 4.38892e-05 2.09269e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -0.15109999999999998 0.091475000000000015 -0.10209999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0051560475822072863 0.0094005744297309072 0.012171478863423704 -0.0098328030277120802 -0.023754271348828324 0.0013748320572407658 0.021197846533835853
leaf_weight=0.0012956157417275747 0.0010649611200646714 0.0017939452213870644 0.0018735949863800602 0.0013041756073974139 0.0010800640214968823 0.0010505739185423771
leaf_count=807 235 383 409 780 931 365
internal_value=0 0.00490513 -0.00245339 -0.00483151 0.00133162 0.0111492
internal_weight=0 0.00308956 0.00637337 0.00530841 0.00400423 0.00213064
internal_count=3910 1190 2720 2485 1705 1296
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=8
num_cat=0
split_feature=13 48 0 16 52 2 16
split_gain=1.40376e-05 2.88776e-05 4.14474e-05 2.20614e-05 5.76499e-05 4.03763e-05 1.64231e-05
threshold=-0.23438999999999996 0.11119000000000002 -0.17106499999999999 0.24895000000000003 0.090300000000000005 0.088585000000000011 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.01021626374066909 0.016598667063915658 -0.017378109123071816 0.017443255065467442 0.0092221777453915642 -0.026209208966801584 -0.01300424425578825 0.00020837505722074193
leaf_weight=0.0011680633604199174 0.0013383222694323821 0.001005550147486072 0.0010688133353215588 0.0012008287253536185 0.0010835303226754979 0.0014354664313898169 0.0011453958808894734
leaf_count=210 181 187 504 466 801 695 866
internal_value=0 -0.00149426 0.000702007 -0.00288322 -0.00595439 5.89366e-05 0.00852776
internal_weight=0 0.00827791 0.00727236 0.00593403 0.00473321 0.00364968 0.00221421
internal_count=3910 3700 3513 3332 2866 2065 1370
is_linear=0
shrinkage=0.1


Tree=7748
num_leaves=9
num_cat=0
split_feature=0 16 50 16 2 52 16 2
split_gain=2.48035e-05 2.94336e-05 2.71533e-05 4.91191e-05 5.86191e-05 5.61609e-05 3.88003e-05 1.29387e-05
threshold=0.10302000000000001 0.26760500000000004 0.086465000000000014 -0.014099999999999998 0.113945 0.084240000000000023 -0.09601999999999998 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=0.00037184256935283668 0.000227446693166316 -0.00035077924940728487 -0.00030781629946010698 0.00013743668338754846 -0.00045990354081668826 -0.00035110428610055051 -8.5000233752213081e-05 0.00045047231065760396
leaf_weight=0.0017185355659917077 0.0014377834571784051 0.0010978940828609866 0.0010215969366046893 0.001028754075273996 0.0011425758816496108 0.0010250718059237364 0.0012237238828528563 0.0010021865846049343
leaf_count=361 210 371 690 535 302 760 340 341
internal_value=0 -4.93622e-05 -8.81994e-06 3.39556e-05 -6.85676e-05 4.41357e-05 0.000181836 0.000291907
internal_weight=0 0.00926034 0.00816244 0.00714085 0.00510991 0.00396733 0.00294226 0.00203094
internal_count=3910 3700 3329 2639 1763 1461 701 876
is_linear=0
shrinkage=0.00196078


Tree=7749
num_leaves=6
num_cat=0
split_feature=0 42 47 4 0
split_gain=1.27105e-05 2.8041e-05 2.87313e-05 3.21157e-05 3.39809e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.087850000000000025 -0.065054999999999988 -0.14136999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.01598153699588729 0.0071545339428165074 -0.010105680909683456 -0.01002476737643713 0.00045238952907122594 0.02034550587192667
leaf_weight=0.0011925390176047608 0.0019440326572454578 0.0010772684758969253 0.0017803236559143986 0.0018529275759728478 0.0016002659456309238
leaf_count=1005 446 704 361 292 1102
internal_value=0 -0.00191862 0.000738831 0.00496857 0.00967118
internal_weight=0 0.00750332 0.00631079 0.00453046 0.00345319
internal_count=3910 3464 2459 2098 1394
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=7
num_cat=0
split_feature=0 1 2 3 48 15
split_gain=1.07694e-05 2.05509e-05 2.091e-05 2.37811e-05 3.78774e-05 2.03003e-05
threshold=0.10302000000000001 1.0000000180025095e-35 0.11542500000000001 -0.074234999999999982 0.08407000000000002 0.08486500000000001
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.019584463036941623 0.0084369674061330318 0.0088107128125359171 0.012935845010917735 -0.015166691564453908 0.00677365994490901 0.00021771695756650093
leaf_weight=0.0010683526553233957 0.0012916249678980385 0.0015295785884767818 0.0012732567484447926 0.0019465090164119143 0.0013207468118090157 0.0010044071865226898
leaf_count=1180 210 721 383 469 214 733
internal_value=0 -0.00139176 0.00154388 -0.00147996 -0.00629758 -0.00998883
internal_weight=0 0.00814285 0.00607009 0.00479683 0.00326726 0.00207276
internal_count=3910 3700 1787 1404 683 1913
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=8
num_cat=0
split_feature=11 3 3 49 15 3 12
split_gain=1.92208e-05 2.52883e-05 3.06828e-05 3.62806e-05 3.62679e-05 3.30445e-05 1.74791e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.078884999999999997 -0.006494999999999999 -0.017214999999999998 0.10223 0.080120000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00029820983842456807 -0.00025830655808356214 -0.00026959222396884453 -0.00018437207540435426 0.00017688747643137973 0.00051880769577486311 -0.00026382500067345514 0.00015454686135417777
leaf_weight=0.001148218351760961 0.0010152582319390971 0.0014641033403621131 0.0019002138173094523 0.001513955400120556 0.0010010350517162434 0.001151701241736624 0.0010251332479434018
leaf_count=222 304 1646 373 644 174 189 358
internal_value=0 2.59747e-05 -1.28261e-05 4.4202e-05 0.000136776 -1.35231e-05 0.000334511
internal_weight=0 0.00920436 0.00805614 0.00659204 0.00469182 0.00266566 0.00202617
internal_count=3910 3606 3384 1738 1365 833 532
is_linear=0
shrinkage=0.00196078


Tree=7752
num_leaves=8
num_cat=0
split_feature=50 15 47 3 49 13 43
split_gain=1.93412e-05 3.79509e-05 3.50697e-05 3.72043e-05 5.32693e-05 5.87762e-05 4.34107e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.069909999999999986 -0.042499999999999989 -0.017604999999999999 -0.089949999999999988
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=0.00037639038439900979 -0.00026595997956572592 -0.00045293340063624898 -0.00028993342929267549 -0.00014503690175105016 7.3122703525039231e-06 0.00063435041812731131 4.7558681731374756e-05
leaf_weight=0.0010116140400029229 0.0010237710727733539 0.0010264691958736696 0.0015664879982523021 0.0013225814793927193 0.0010572735984801607 0.001259318519920515 0.0018988337330168746
leaf_count=413 715 386 258 282 201 257 1398
internal_value=0 1.82362e-05 -2.63236e-05 3.65819e-05 0.000168928 0.000348175 -0.000128061
internal_weight=0 0.00914258 0.00813096 0.00656448 0.00363917 0.00231659 0.0029253
internal_count=3910 3195 2782 2524 740 458 1784
is_linear=0
shrinkage=0.00196078


Tree=7753
num_leaves=8
num_cat=0
split_feature=13 39 48 0 16 16 3
split_gain=1.03491e-05 3.10742e-05 2.7005e-05 2.61518e-05 5.11398e-05 4.40228e-05 2.18276e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10329000000000001 -0.053834999999999994 -0.008069999999999999 -0.083144999999999983 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0087646924545360296 0.012428444622068859 0.015134606746353883 -0.018470024968399227 -0.013487689401944459 0.019881344112065005 -0.02095397638245039 -0.0058663775897769459
leaf_weight=0.0011669191818160412 0.0013085821983900711 0.0010107882111799757 0.0010430163320451855 0.0013354062683982853 0.0012365033423479433 0.0010480902692085745 0.0013000531923355594
leaf_count=210 677 419 199 446 717 976 266
internal_value=0 -0.00129424 -0.00357792 -0.00108416 0.00230088 -0.00364387 0.00331094
internal_weight=0 0.00828244 0.00727165 0.00622864 0.00489323 0.00365673 0.00260864
internal_count=3910 3700 3281 3082 2636 1919 943
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=9
num_cat=0
split_feature=50 15 16 0 4 0 51 2
split_gain=2.33487e-05 3.01131e-05 3.73462e-05 4.02255e-05 4.68654e-05 4.18244e-05 3.0623e-05 3.03488e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.0037100000000000002 -0.076734999999999984 -1.0000000180025095e-35 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00034652701290094074 -0.00028570404403971254 -0.00032134070201952908 -2.0983620646246149e-06 -0.00031881454545558988 0.00057416264629593075 -0.00020104597742310622 0.00045684195134863446 -2.2308625047558271e-05
leaf_weight=0.0010064129397237545 0.0010234965938992558 0.0012735254558694908 0.0011755108948110649 0.0015727558277438851 0.0010077478480260485 0.0010290638307044794 0.001003036063613575 0.0010302352579774033
leaf_count=413 715 298 209 1343 91 365 270 206
internal_value=0 2.66641e-05 -1.31183e-05 4.44512e-05 0.000263892 -5.89116e-05 7.45695e-05 0.000214062
internal_weight=0 0.00909829 0.00809188 0.00681835 0.00218326 0.00463509 0.00306234 0.00203327
internal_count=3910 3195 2782 2484 300 2184 841 476
is_linear=0
shrinkage=0.00196078


Tree=7755
num_leaves=9
num_cat=0
split_feature=133 52 4 4 4 0 3 4
split_gain=2.0937e-05 3.76323e-05 6.12454e-05 0.00010254 4.23655e-05 0.000110498 8.10194e-05 5.01973e-05
threshold=-0.090054999999999982 0.11401500000000002 -0.082054999999999975 -0.34687499999999999 0.074650000000000008 -0.11756999999999999 0.090325000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -4
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=-0.00027708242486521208 -6.557021914140474e-05 -0.00028904673709862486 -0.00012247620843567787 0.00075642135198342902 -0.00026093467975001782 0.00056393854148930808 0.00026608919704641473 -0.00070716458737529297
leaf_weight=0.0010261995015794024 0.0011949934747613852 0.0013223466782493016 0.0012180811096811643 0.0011401791251479539 0.0012451012093280913 0.0012523907856875477 0.0010459942253848963 0.0010521840535524429
leaf_count=544 235 581 1075 522 193 313 113 334
internal_value=0 1.77733e-05 6.75618e-05 0.000335778 -4.0171e-05 0.000152706 -0.000185427 -0.000393458
internal_weight=0 0.00947127 0.00814892 0.00233517 0.00581375 0.00249749 0.00331626 0.00227027
internal_count=3910 3366 2785 757 2028 506 1522 1409
is_linear=0
shrinkage=0.00196078


Tree=7756
num_leaves=8
num_cat=0
split_feature=50 160 42 3 2 1 1
split_gain=2.89199e-05 2.93037e-05 3.20553e-05 4.00799e-05 4.00032e-05 6.6328e-05 8.03928e-05
threshold=0.086465000000000014 0.098455000000000015 -1.0000000180025095e-35 -0.11266 0.106035 0.079945000000000016 0.094695000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00019234313450174518 -0.00031014184208371791 -0.00028416270104010576 0.00040545903822104899 0.00047763507737621369 -0.00019343616671528658 -0.00040909714867512796 0.00034466726087457525
leaf_weight=0.001518413591969886 0.0010802394429054582 0.0010297286840875173 0.0015051167008566244 0.0015103545658199857 0.001820553660317793 0.0011636804137937491 0.0010215906036106538
leaf_count=819 715 268 292 767 454 261 334
internal_value=0 2.83072e-05 6.59852e-05 0.000121851 4.4467e-05 0.000161664 -5.67204e-05
internal_weight=0 0.00956944 0.00853971 0.0070213 0.00551618 0.00369563 0.00218527
internal_count=3910 3195 2927 2108 1816 1362 595
is_linear=0
shrinkage=0.00196078


Tree=7757
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 4 4 2
split_gain=2.73273e-05 3.0092e-05 3.14813e-05 5.94178e-05 4.14228e-05 2.67848e-05 4.28701e-05 5.52664e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.074254999999999988 -0.077679999999999985 0.0057500000000000008 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00031319392087117545 -0.00031582331557527339 0.0003022584912789533 -0.00046793372707855775 0.00037443614189249229 0.00017776933502229559 -0.00045028501829186127 0.00024665342830607886 -0.00033265223104090951
leaf_weight=0.0011926868060043684 0.0010199002179400859 0.0010242204808273364 0.0011791705885367898 0.0010153542333564908 0.001353202930467411 0.0011979945738316094 0.0014775516539982316 0.0011078914173077792
leaf_count=235 291 372 1375 440 202 479 285 231
internal_value=0 2.18424e-05 -1.97465e-05 -6.47331e-05 1.25496e-05 -5.89842e-05 -0.000143663 -1.58556e-06
internal_weight=0 0.00954807 0.00835539 0.00733117 0.00615199 0.00513664 0.00378344 0.00258544
internal_count=3910 3619 3384 3012 1637 1197 995 516
is_linear=0
shrinkage=0.00196078


Tree=7758
num_leaves=7
num_cat=0
split_feature=0 43 15 16 15 16
split_gain=1.02013e-05 2.65953e-05 3.52971e-05 3.93626e-05 4.77975e-05 3.7037e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.079360000000000014 -0.19424999999999998 -0.064869999999999983 -0.063614999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.011840289889353636 0.0063562475890191041 -0.0094861068170158415 -0.013879055906884569 0.016149617554306907 0.029466322863312983 -0.0097477370196424728
leaf_weight=0.0019380232906545886 0.0019593334318673506 0.0012245513327241433 0.0011487619462669735 0.0011129947667691336 0.0010206525918418649 0.0010960824431478003
leaf_count=1184 446 294 1089 278 277 342
internal_value=0 -0.00174269 0.00174995 0.00578068 0.0115691 0.00330007
internal_weight=0 0.00754107 0.00560304 0.00445428 0.00322973 0.00220908
internal_count=3910 3464 2280 1191 897 620
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=8
num_cat=0
split_feature=50 15 47 3 1 15 0
split_gain=3.15265e-05 3.63776e-05 4.23214e-05 3.55413e-05 4.8637e-05 5.6606e-05 2.86092e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.064349999999999991 0.094165000000000013 -0.0039399999999999991 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00038090179998508447 -0.00032044032029136539 -0.00026018468022275258 -0.0002953932375101838 -0.00032466664557067508 0.00051704878269180925 0.0002834014411846825 0.00012065082592561335
leaf_weight=0.0010398558941794997 0.0010680372103274117 0.0017429623334404632 0.0015932888652403793 0.0010006925916921884 0.0011883313884971428 0.0014292903455849948 0.0013425503655705624
leaf_count=413 715 1350 258 175 331 158 510
internal_value=0 3.51849e-05 -8.14287e-06 6.01275e-05 0.000191967 3.29926e-05 -9.44777e-05
internal_weight=0 0.00933697 0.00829712 0.00670383 0.00361831 0.00242998 0.00308551
internal_count=3910 3195 2782 2524 664 333 1860
is_linear=0
shrinkage=0.00196078


Tree=7760
num_leaves=8
num_cat=0
split_feature=11 43 15 16 1 52 52
split_gain=2.38722e-05 1.98607e-05 3.02361e-05 4.42547e-05 7.79746e-05 2.88862e-05 3.65715e-05
threshold=1.0000000180025095e-35 -0.17307499999999998 -0.11399999999999998 -0.27337499999999998 0.094485000000000013 -0.081429999999999989 0.071660000000000015
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=0.00025593689272859017 -0.00029098838858126265 0.00027371067848141952 -0.00043066950992320648 0.00011767875939948548 0.00036258913277468797 -0.00047048191375497069 -2.507756887986052e-05
leaf_weight=0.0012434300430183157 0.0010177601956296778 0.0012180285623771513 0.001055560036914204 0.001167552985140108 0.0016692133971093377 0.001423909468143734 0.0014111470708199686
leaf_count=231 304 511 203 512 518 796 835
internal_value=0 2.5504e-05 -1.05579e-05 -6.20263e-05 6.58043e-06 -0.000141886 -0.000248782
internal_weight=0 0.00918884 0.00794541 0.00672738 0.00567182 0.00400261 0.00283506
internal_count=3910 3606 3375 2864 2661 2143 1631
is_linear=0
shrinkage=0.00196078


Tree=7761
num_leaves=7
num_cat=0
split_feature=4 1 3 13 15 1
split_gain=1.24041e-05 1.86621e-05 2.65557e-05 3.11371e-05 2.19321e-05 2.59805e-05
threshold=0.24280000000000004 0.11215000000000001 0.097615000000000021 -0.080814999999999984 0.084955000000000017 0.085990000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.016627673581922974 0.0071132484043059429 -0.012168404964570549 0.01471199301419325 -0.012339726094742045 0.014534912480127031 0.0066828575250242606
leaf_weight=0.0011970232731942842 0.0019194208057327954 0.0014318316554893249 0.0010842193973443076 0.0014059987772997399 0.0010053318045753698 0.0014672026690378361
leaf_count=1044 549 290 130 766 763 368
internal_value=0 -0.0018847 0.000505731 -0.00252895 0.00182231 -0.00262583
internal_weight=0 0.00759161 0.00615978 0.00507556 0.00387853 0.0028732
internal_count=3910 3361 3071 2941 1897 1134
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=8
num_cat=0
split_feature=11 3 3 15 15 4 3
split_gain=4.27976e-05 3.94604e-05 3.19046e-05 3.56214e-05 4.1636e-05 7.64535e-05 4.01479e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.08323499999999999 -0.017214999999999998 -0.11399999999999998 0.00046500000000000008 0.10666500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.0003511768030577102 -0.00039056814105887448 -0.00033854754083872566 0.0002123915607468625 1.9973057910511364e-05 0.00018553203323990323 -0.00043977098592590323 0.00048552876358205885
leaf_weight=0.0013009074279583038 0.0010112425354645077 0.0010326064595452163 0.0013101913566158012 0.0019232122895148159 0.0012108052758460072 0.0019828497880953291 0.0011309513297070987
leaf_count=247 279 981 439 900 438 521 105
internal_value=0 3.29273e-05 -1.52664e-05 2.89016e-05 -8.19484e-05 -0.000202701 0.000192368
internal_weight=0 0.00989152 0.00859062 0.00755801 0.00450385 0.00319366 0.00305416
internal_count=3910 3631 3384 2403 1398 959 1005
is_linear=0
shrinkage=0.00196078


Tree=7763
num_leaves=7
num_cat=0
split_feature=4 16 48 42 16 16
split_gain=9.92435e-06 1.75151e-05 2.68756e-05 5.11015e-05 4.22631e-05 3.48577e-05
threshold=0.24280000000000004 -0.092424999999999993 0.089600000000000027 0.086325000000000013 0.15737500000000001 -0.013279999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.009962768211667597 0.0063495226962291089 0.00093506156311949954 0.015598123929893421 -0.021253378522226613 -0.011632819873314914 0.025524585144772308
leaf_weight=0.0019149425615831248 0.0019234902880138011 0.0013563884304010631 0.001043245080362503 0.001077003795723723 0.0012050286878410579 0.0010026504586666824
leaf_count=561 549 748 374 924 299 455
internal_value=0 -0.00169132 0.00109518 -0.00216487 0.00360337 0.0113862
internal_weight=0 0.00759926 0.00568432 0.00464107 0.00356407 0.00235904
internal_count=3910 3361 2800 2426 1502 1203
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=8
num_cat=0
split_feature=133 160 0 16 15 0 43
split_gain=1.94721e-05 4.48977e-05 3.58332e-05 7.55418e-05 3.91752e-05 6.43601e-05 1.03204e-05
threshold=-0.090054999999999982 -0.080184999999999992 -0.15713499999999997 -0.083144999999999983 -0.053579999999999996 -0.017269999999999997 -0.0083249999999999973
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 -4
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.00026547132645181494 -0.00029675630629694556 -0.00015832821254517634 0.00032144913253305578 0.00024451687450684862 -0.00050565745538539071 0.00012935319590457836 0.00060078619528810856
leaf_weight=0.0010230446393159178 0.0014574110518851833 0.0018818633903596735 0.0010323010509476248 0.0015015978842899866 0.0011170347052463228 0.0013616742214348743 0.0010021814207702949
leaf_count=544 762 213 398 571 886 225 311
internal_value=0 1.94511e-05 7.78106e-05 0.000151692 -5.41013e-06 -0.000156816 0.00045905
internal_weight=0 0.00935406 0.00789665 0.00601479 0.00398031 0.00247871 0.00203448
internal_count=3910 3366 2604 2391 1682 1111 709
is_linear=0
shrinkage=0.00196078


Tree=7765
num_leaves=7
num_cat=0
split_feature=0 51 2 49 15 12
split_gain=1.00773e-05 2.35642e-05 2.75274e-05 3.94715e-05 3.76189e-05 2.0998e-05
threshold=-0.017269999999999997 -0.07174999999999998 0.086545000000000025 1.0000000180025095e-35 0.035895000000000003 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.014020063627044225 0.0063139043430691811 -0.01695226424497517 0.020344866780467943 -0.0099170520870322069 -0.0035584507073279079 0.0025968353406008639
leaf_weight=0.0012923091010490235 0.0019645821478547661 0.0012187051235387663 0.0018771970615004052 0.0011536839794359637 0.0010140714995930649 0.0010005238164118087
leaf_count=545 446 623 593 461 570 672
internal_value=0 -0.00172543 0.000810966 0.00572112 0.0119611 -0.00813869
internal_weight=0 0.00755649 0.00626418 0.00404495 0.00289127 0.00221923
internal_count=3910 3464 2919 1624 1163 1295
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=8
num_cat=0
split_feature=1 12 43 12 3 0 52
split_gain=1.14304e-05 2.2675e-05 2.37837e-05 2.92435e-05 2.76439e-05 2.05343e-05 1.84658e-05
threshold=0.12864500000000004 0.10129000000000001 -0.083094999999999988 0.089995000000000006 -0.018854999999999997 -0.13870499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.011037192402946016 0.0094636332301960141 -0.014918767342861681 0.012618365056356393 -0.017865189962662738 -0.0072355313053951535 -0.015840948935334619 0.011225716663179395
leaf_weight=0.0016980086481716335 0.0011127808924111951 0.0010701906099777128 0.0014031453196564642 0.0010115110787912987 0.0011731645503074704 0.0010303683188775817 0.0010067730614365946
leaf_count=811 331 438 1013 754 132 267 164
internal_value=0 -0.00132237 0.000664632 -0.00246654 0.000909659 -0.00420793 0.00129053
internal_weight=0 0.00839316 0.00732297 0.00562496 0.00461345 0.00321031 0.00217994
internal_count=3910 3579 3141 2330 1576 563 296
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 1 3
split_gain=1.03015e-05 2.24628e-05 3.32131e-05 3.89724e-05 4.79463e-05 3.82935e-05 3.27485e-05
threshold=0.083215000000000011 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.084905000000000022 0.091845000000000024 -0.081069999999999989
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=-0.010685372365881178 -0.0096517894255095799 -0.013093508998991378 0.0096656259133440278 0.018532219036994695 -0.016189413933072355 0.028472336799646926 -0.0067469280389229813
leaf_weight=0.001363023722845671 0.0010004624608353782 0.0010504049271542696 0.0015555160718804942 0.0010026821461018541 0.0013309229775042522 0.0011401235274086253 0.0010481986706224918
leaf_count=866 739 480 529 450 144 383 319
internal_value=0 0.00107669 0.00332589 0.00616377 -0.00225601 0.0137799 0.00561213
internal_weight=0 0.00849087 0.00712785 0.00607744 0.00288644 0.003191 0.00205088
internal_count=3910 3171 2305 1825 673 1152 769
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=9
num_cat=0
split_feature=50 15 2 48 13 13 15 2
split_gain=1.87685e-05 2.58175e-05 3.51556e-05 2.77167e-05 2.96375e-05 4.26926e-05 2.39203e-05 3.74628e-05
threshold=0.086465000000000014 -0.14868999999999996 0.113945 0.087770000000000015 -0.098524999999999988 -0.032264999999999995 0.024640000000000006 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00031703746671468588 -0.00026009844714503064 0.00025085478981553205 -0.0003484386113584694 0.00031647661147043965 -0.00044075850789512637 0.00033378445622210925 -0.0002444220755561148 -0.00014417309624868403
leaf_weight=0.0010060736549713364 0.0010162987006371227 0.0012270299858386687 0.0010621436641842065 0.0011240619920043068 0.0010438274741233293 0.0013594241015549881 0.0010123863219844305 0.0011758469765436154
leaf_count=428 715 141 348 285 998 159 497 339
internal_value=0 2.09882e-05 -1.62207e-05 3.46052e-05 -1.98487e-05 -9.21916e-05 1.03673e-05 0.00011211
internal_weight=0 0.00901079 0.00800472 0.00694258 0.00581851 0.00459148 0.00354766 0.00253527
internal_count=3910 3195 2767 2419 2134 1993 995 498
is_linear=0
shrinkage=0.00196078


Tree=7769
num_leaves=8
num_cat=0
split_feature=50 15 47 3 49 16 2
split_gain=3.39928e-05 3.7945e-05 3.47569e-05 5.67231e-05 6.50504e-05 4.57904e-05 3.24261e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 -0.064349999999999991 -0.006494999999999999 0.061570000000000007 0.090050000000000005
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=0.00038060388145727553 -0.00033791973753045278 4.7536897535119428e-05 -0.00026992572665915241 -7.7594324193333274e-05 0.00072749081962845648 0.00014355278744995786 -0.00035014030658767883
leaf_weight=0.0010546031472391604 0.0010753622805169229 0.0016199696290640697 0.0016427396670471803 0.0016617693896886121 0.0010615077371849851 0.0010052169514794184 0.0015354988080750033
leaf_count=413 715 1105 258 309 216 139 755
internal_value=0 2.97383e-05 -1.36576e-05 4.74964e-05 0.000211237 0.000443474 -0.000145979
internal_weight=0 0.00958131 0.0085267 0.00688396 0.00372849 0.00206672 0.00315547
internal_count=3910 3195 2782 2524 664 355 1860
is_linear=0
shrinkage=0.00196078


Tree=7770
num_leaves=9
num_cat=0
split_feature=13 39 48 457 15 3 4 0
split_gain=3.23082e-05 3.57553e-05 5.93077e-05 4.03857e-05 5.0178e-05 4.26449e-05 4.14465e-05 2.71933e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11280000000000003 0.082870000000000013 0.088615000000000013 -0.10628499999999998 0.053925000000000008 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0002940617239786628 0.00028278017130537299 0.00027948031601795689 -0.00053012450429763792 0.00030283098340512439 -0.00046953174079969858 0.0002746038293085719 -0.00041812949774352169 -0.00014528094946376406
leaf_weight=0.0012702841855416697 0.0014197190021385383 0.0011885464657190913 0.001007556869516724 0.0012207910880615586 0.0010884087920062079 0.0010098883895819815 0.0011897162667444429 0.0014365653288911193
leaf_count=196 338 424 126 214 812 109 351 1340
internal_value=0 -3.8769e-05 -8.39464e-05 -2.29084e-05 -8.76286e-05 -5.41417e-06 -0.000117938 2.80462e-05
internal_weight=0 0.00956119 0.00837265 0.00736509 0.0061443 0.00505589 0.00363617 0.00244645
internal_count=3910 3714 3290 3164 2950 2138 1800 1449
is_linear=0
shrinkage=0.00196078


Tree=7771
num_leaves=8
num_cat=0
split_feature=1 52 0 0 16 151 15
split_gain=1.07267e-05 1.90163e-05 3.89815e-05 5.62787e-05 4.56296e-05 3.61079e-05 3.18001e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 -0.10071499999999999 0.15737500000000001 -0.0088999999999999982 -0.092459999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
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leaf_weight=0.0010402211618942801 0.0011146493004151334 0.0010115529712256656 0.0012246841670629483 0.0012197746314772536 0.0012972550574521023 0.0015688705898380256 0.0010472270337962314
leaf_count=193 331 580 520 1465 421 211 189
internal_value=0 -0.00127888 0.0004795 -0.00474088 0.010573 0.00146429 0.00773064
internal_weight=0 0.00840959 0.00739803 0.00487609 0.00252194 0.00365632 0.0026161
internal_count=3910 3579 2999 2058 941 593 400
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shrinkage=0.1


Tree=7772
num_leaves=7
num_cat=0
split_feature=51 150 2 3 52 16
split_gain=1.10374e-05 2.05423e-05 3.15914e-05 5.48837e-05 5.43009e-05 4.94726e-05
threshold=0.08955500000000001 0.082085000000000019 0.113945 -0.089974999999999986 0.089785000000000018 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.014005086463483227 -0.009001361960094224 0.013158560788999511 -0.016749763223701624 0.027583312749581243 -0.012755080712451608 0.0032787414283274178
leaf_weight=0.0015824643417395997 0.0012033412175423983 0.0012326941200082502 0.0010597400284973208 0.0014659625590569447 0.0010037618530881823 0.0019536077071039804
leaf_count=606 487 422 405 600 526 864
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internal_weight=0 0.00829823 0.00706554 0.0060058 0.00442333 0.00341957
internal_count=3910 3423 3001 2596 1990 1464
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=8
num_cat=0
split_feature=13 48 1 48 2 13 13
split_gain=2.51133e-05 3.07497e-05 3.99035e-05 4.02799e-05 5.00366e-05 8.00359e-05 3.31267e-05
threshold=-0.23438999999999996 0.11280000000000003 0.11198000000000001 0.087770000000000015 0.084235000000000018 0.0015650000000000002 -0.0101
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00024699726193964531 0.00012091285737221414 -0.00035235345019108023 0.00028044914361779132 0.00028237651641832795 -0.0002722641643443486 0.00014003238956276139 -0.00073916609444598833
leaf_weight=0.0013105287253942994 0.0018887716722708913 0.001089754184330125 0.0015575849114692559 0.0010510147459487614 0.0012920778619778036 0.0011918683744463255 0.0010664412405571968
leaf_count=210 865 172 395 344 1132 424 368
internal_value=0 -4.32459e-05 -1.38939e-06 -6.90282e-05 -0.00013693 -0.000274101 -0.000483381
internal_weight=0 0.00913751 0.00804776 0.00649017 0.00543916 0.00355039 0.00235852
internal_count=3910 3700 3528 3133 2789 1924 1500
is_linear=0
shrinkage=0.00196078


Tree=7774
num_leaves=9
num_cat=0
split_feature=4 0 43 16 15 13 2 4
split_gain=2.69892e-05 7.63621e-05 3.47622e-05 3.57547e-05 3.50998e-05 4.57558e-05 4.71664e-05 4.5334e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 -0.078844999999999985 0.079360000000000014 -0.070604999999999987 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=-0.0003157294010823036 -4.2556919789045711e-06 0.00049212598121801466 0.00040592586279448198 -0.00050995523633005576 -0.00025637302526959637 -0.00015378881556796578 -0.00037052331400924075 0.000374331398827598
leaf_weight=0.0010026368119384144 0.0010713028894515921 0.0011679758278215777 0.0014042935294753937 0.001078868551947074 0.0012927412382371609 0.0011584037454252215 0.0010100097237392366 0.0013569068871352389
leaf_count=208 406 252 549 778 1088 236 160 233
internal_value=0 2.24541e-05 -4.30656e-05 -0.000257995 3.12046e-05 0.000106619 -1.26085e-05 0.00013111
internal_weight=0 0.0095405 0.00837253 0.00215017 0.00622236 0.00492961 0.00352532 0.00251531
internal_count=3910 3702 3450 1184 2266 1178 629 469
is_linear=0
shrinkage=0.00196078


Tree=7775
num_leaves=7
num_cat=0
split_feature=13 39 3 16 4 2
split_gain=1.26332e-05 2.99517e-05 2.48135e-05 3.74168e-05 5.05778e-05 3.9556e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.10628499999999998 -0.25582999999999995 0.0057500000000000008 0.087005000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0096382344020366391 0.0063554315987740563 0.014628295510992876 -0.022269836506753654 0.00017026753726986815 0.012299230549536987 -0.024007250871732489
leaf_weight=0.0011774653232334556 0.001847668723517196 0.0010198296072837917 0.0012468285117892015 0.0015169416224427401 0.0014859270362139001 0.0012216554543405958
leaf_count=210 482 419 232 1140 392 1035
internal_value=0 -0.00142707 -0.00366422 -0.00704784 -0.00255521 -0.010615
internal_weight=0 0.00833885 0.00731902 0.00547135 0.00422452 0.0027386
internal_count=3910 3700 3281 2799 2567 2175
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=8
num_cat=0
split_feature=49 2 457 3 3 52 4
split_gain=1.21548e-05 2.15298e-05 2.17255e-05 4.92203e-05 6.27222e-05 4.06864e-05 3.41134e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.078884999999999997 0.048490000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.026760553312428617 0.010212966118024927 0.0093887154310436528 0.0084799009105411497 -0.023877757495310233 0.024113630368231512 -0.00014614193610778189 -0.00099293437115219275
leaf_weight=0.0011006884237206528 0.0010283570173338545 0.0015414908371553073 0.0012124969548951599 0.0012410862420316592 0.0010219407747785578 0.0012013153180007406 0.0011504187893934873
leaf_count=1018 378 501 250 164 471 767 361
internal_value=0 -0.00129998 -0.00367824 -0.00625752 -0.00137007 -0.0128717 0.0108179
internal_weight=0 0.00846944 0.00692795 0.00571545 0.00447436 0.002302 0.00217236
internal_count=3910 3532 3031 2781 2617 1785 832
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=8
num_cat=0
split_feature=13 48 1 48 2 0 16
split_gain=1.1928e-05 2.45387e-05 3.16712e-05 2.96508e-05 3.58004e-05 2.57369e-05 1.12889e-05
threshold=-0.23438999999999996 0.11119000000000002 0.11198000000000001 0.083775000000000002 0.097575000000000009 -0.077944999999999987 -0.087089999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0093812416362364023 0.00032514392129717528 -0.01603407909361277 0.013978526487689845 0.0096725967791007755 -0.020826712120795249 0.011978236023438518 -0.01439930685807096
leaf_weight=0.001174905027581879 0.0010003689092324558 0.001004928336948905 0.0014298890986319942 0.0014704088840426701 0.0012780541163189005 0.0010303719967080073 0.0010858644507157689
leaf_count=210 533 187 395 459 608 436 1082
internal_value=0 -0.0013842 0.000633911 -0.00261947 -0.00673228 -0.000952444 -0.00733879
internal_weight=0 0.00829989 0.00729496 0.00586507 0.00439466 0.00311661 0.00208623
internal_count=3910 3700 3513 3118 2659 2051 1615
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=8
num_cat=0
split_feature=16 47 159 42 4 3 48
split_gain=1.23573e-05 2.7226e-05 3.54664e-05 4.56641e-05 5.6503e-05 2.52445e-05 3.57588e-05
threshold=-0.49150499999999991 0.09550500000000002 0.073745000000000019 0.083815000000000014 0.028075000000000006 -0.040669999999999991 0.084500000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0087210634356453005 -0.018566473046103274 0.011786359749087025 0.013173754132035968 0.0072789163537874254 -0.032083401353312613 0.01416701406207788 -0.012142420225317065
leaf_weight=0.0013744381141109719 0.001015608755212919 0.0012894418164147636 0.0010153065601728808 0.0015993123029469552 0.001096777089117667 0.0010081981272669965 0.0010594999260889601
leaf_count=341 885 323 513 1324 221 136 167
internal_value=0 -0.00153533 -0.00406341 -0.00709159 -0.0125898 -0.00565562 0.000685914
internal_weight=0 0.00808414 0.0067947 0.0057794 0.00418008 0.00308331 0.0020677
internal_count=3910 3569 3246 2733 1409 1188 303
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=7
num_cat=0
split_feature=4 52 4 4 3 0
split_gain=1.05659e-05 1.93897e-05 3.95714e-05 5.20841e-05 2.66281e-05 3.22564e-05
threshold=0.25367000000000006 0.10433000000000002 -0.23071499999999998 -0.082054999999999975 -0.075679999999999983 -0.10209999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.022255716771008429 0.0068326141651397819 0.0089149900858954811 0.019788628354880031 -0.017948828293391155 -0.0098809621304719389 0.010994060917113092
leaf_weight=0.0010036331639017015 0.0018072659275130583 0.0014103366095944928 0.0010124199359271757 0.0012164946415843063 0.001629258532015951 0.0013565422560590863
leaf_count=250 534 631 593 1243 263 396
internal_value=0 -0.00167112 -0.00407207 -0.000572416 -0.00547781 -0.000396789
internal_weight=0 0.00762869 0.00621835 0.00521472 0.0042023 0.0029858
internal_count=3910 3376 2745 2495 1902 659
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=8
num_cat=0
split_feature=0 4 2 15 52 1 1
split_gain=2.29e-05 2.56631e-05 5.25589e-05 3.82957e-05 6.65063e-05 3.29201e-05 9.09061e-05
threshold=0.10302000000000001 0.15927500000000003 0.10796500000000002 0.085285000000000014 -0.092854999999999979 0.086560000000000012 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.00042135360479711497 0.00022870596079318156 0.00041798527622211767 -0.00013253297473853824 -0.00041978344866690681 0.00031050800429411024 -0.00049644456823214164 0.00030024639944432191
leaf_weight=0.0012699289871783599 0.0014252401443295539 0.0012396129693885249 0.0014427677090234387 0.0012156206182634584 0.0016046997614537336 0.0010004279128762914 0.0012247782382166362
leaf_count=561 210 270 318 1125 938 175 313
internal_value=0 -3.87994e-05 0.000121879 -0.000107045 -3.24989e-05 9.64385e-05 -5.7937e-05
internal_weight=0 0.00899784 0.00268238 0.00631546 0.00509983 0.00382991 0.00222521
internal_count=3910 3700 588 3112 1987 1426 488
is_linear=0
shrinkage=0.00196078


Tree=7781
num_leaves=8
num_cat=0
split_feature=11 0 47 3 15 1 3
split_gain=3.1805e-05 3.79282e-05 4.88648e-05 3.70248e-05 2.92672e-05 7.93357e-05 3.80073e-06
threshold=0.076265000000000013 -0.017269999999999997 0.096175000000000024 -0.084129999999999996 -0.0089749999999999986 0.094485000000000013 -0.010319999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00028624474700052763 -0.00033697360138552874 0.00027073478075182421 -0.00035430331707954826 -0.00029644303050034175 0.00021077536965488522 0.00033393474700665416 0.00038154433704225179
leaf_weight=0.0010925388389321231 0.0010232392225533659 0.0019511969810148567 0.0014891451219337364 0.0016780351500307691 0.0010030235568197041 0.0014147235269018257 0.0010013037550683571
leaf_count=927 291 325 331 712 752 425 147
internal_value=0 2.66203e-05 -3.54099e-05 4.13118e-05 0.000111522 -8.08873e-06 0.000296087
internal_weight=0 0.00962997 0.00767877 0.00618962 0.00509709 0.00309276 0.00200433
internal_count=3910 3619 3294 2963 2036 1137 899
is_linear=0
shrinkage=0.00196078


Tree=7782
num_leaves=7
num_cat=0
split_feature=0 16 4 4 2 15
split_gain=1.14716e-05 1.73985e-05 1.63286e-05 4.4676e-05 3.55938e-05 3.89988e-05
threshold=0.10302000000000001 0.061570000000000007 -0.082054999999999975 0.0057500000000000008 0.11230000000000001 -0.095799999999999982
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.012595446624511696 0.0086886291530896918 -0.010236143824883321 -0.014054366468101204 0.0007739039682645131 -0.0077810980999852676 0.027147678992955521
leaf_weight=0.0010187977719227853 0.0012970704316720939 0.0017615260206585003 0.0018016073314791564 0.0012211595088976466 0.0013214759840837181 0.0010366045454312579
leaf_count=614 210 658 1544 296 320 268
internal_value=0 -0.00143552 0.000986882 -0.00121106 0.00525361 0.0128829
internal_weight=0 0.00816117 0.00639965 0.00538085 0.00357924 0.00225776
internal_count=3910 3700 3042 2428 884 564
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=9
num_cat=0
split_feature=11 3 13 39 16 0 16 51
split_gain=2.08617e-05 3.86483e-05 2.89406e-05 5.71407e-05 4.97653e-05 4.99875e-05 5.48436e-05 4.50598e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.23438999999999996 0.005105000000000001 -0.25582999999999995 -0.10131499999999999 -0.074204999999999979 0.083165000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00035388637784189789 -0.00027401839117024496 0.00025188564800652765 -0.00048296926669759085 0.00035364490240015283 0.00042445283986368003 9.1341258281104219e-05 -0.00051427289102223979 -0.00013682242264408839
leaf_weight=0.0011738396248265554 0.0010204353409088212 0.0012179764696009388 0.0013349182038273778 0.0010151400405145894 0.0011643865000368267 0.0010142255599370263 0.0013272206627572712 0.0010420643990366474
leaf_count=222 304 200 232 393 136 914 1425 84
internal_value=0 2.13361e-05 -2.67619e-05 -7.59629e-05 -0.000150096 -5.23898e-05 -0.000251944 0.000159373
internal_weight=0 0.00928977 0.00811593 0.00689796 0.00588282 0.0045479 0.00234145 0.00220645
internal_count=3910 3606 3384 3184 2791 2559 2339 220
is_linear=0
shrinkage=0.00196078


Tree=7784
num_leaves=9
num_cat=0
split_feature=50 15 47 3 12 13 3 2
split_gain=2.20542e-05 3.36619e-05 3.82195e-05 4.18467e-05 4.81746e-05 5.18091e-05 3.4551e-05 3.09764e-05
threshold=0.086465000000000014 -0.14868999999999996 0.096175000000000024 0.10420500000000001 0.086935000000000012 -0.016579999999999998 0.045635000000000002 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00035836170558997189 -0.00028224752692852963 -1.0423046016948976e-05 -0.00033937074714099054 0.00034071751061231375 -0.00058097869846886186 4.0292619389458187e-05 -0.00017216754940422104 0.00045409899294810081
leaf_weight=0.00101179983142152 0.0010245124003578051 0.0010021195663842042 0.0012291780827352649 0.0013836532417293044 0.0010552079268793856 0.0010100343070555398 0.0011568753650374047 0.0012285534050010939
leaf_count=428 715 427 227 176 750 579 130 478
internal_value=0 2.12379e-05 -2.1053e-05 3.61799e-05 -4.1097e-05 -0.000277138 0.000102807 0.000245415
internal_weight=0 0.00907742 0.00806562 0.00683644 0.00545279 0.00206524 0.00338755 0.00223067
internal_count=3910 3195 2767 2540 2364 1329 1035 905
is_linear=0
shrinkage=0.00196078


Tree=7785
num_leaves=8
num_cat=0
split_feature=11 0 49 0 15 12 457
split_gain=7.01353e-05 5.45977e-05 4.4809e-05 5.04115e-05 9.97389e-05 6.21278e-05 3.9285e-05
threshold=0.077330000000000024 -0.017269999999999997 -0.0019649999999999997 -0.10071499999999999 -0.10469999999999999 0.088285000000000016 0.088020000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.00043003266372107821 -0.00049862746913859599 0.00033674763345882335 -8.0960427520960484e-05 -0.00045958971446713156 0.00068452312965522864 0.00015066503452739485 6.0664512371833323e-05
leaf_weight=0.0015994153158377768 0.0010092957564724172 0.0019623400099332894 0.0014399243156442431 0.0011445311327646518 0.0011996104334753602 0.0014590250125173095 0.0010320318485975925
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internal_value=0 4.41211e-05 -2.88016e-05 7.59845e-05 0.000266935 -0.000117605 -0.000237585
internal_weight=0 0.00983688 0.00787454 0.00524309 0.00263953 0.00260356 0.00263145
internal_count=3910 3631 3306 2614 418 2196 692
is_linear=0
shrinkage=0.00196078


Tree=7786
num_leaves=7
num_cat=0
split_feature=42 49 160 1 13 16
split_gain=1.061e-05 2.33638e-05 6.25451e-05 3.30134e-05 2.61016e-05 4.92815e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.094679999999999986 -0.057604999999999996
decision_type=2 2 2 2 2 2
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leaf_count=489 832 168 221 303 1016 881
internal_value=0 0.00139878 -0.00718673 0.00481099 0.000475446 -0.0047814
internal_weight=0 0.00797519 0.00226818 0.005707 0.00430736 0.00295829
internal_count=3910 3078 710 2368 2065 1897
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=8
num_cat=0
split_feature=2 43 2 0 16 52 52
split_gain=2.11079e-05 3.60123e-05 5.13984e-05 4.64192e-05 4.38297e-05 2.37721e-05 4.87605e-05
threshold=0.099015000000000006 -0.17307499999999998 0.09116500000000001 -0.13027499999999997 -0.083144999999999983 -0.048794999999999991 0.10701500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -7
right_child=5 2 -4 4 -6 6 -8
leaf_value=0.00025546967650265688 0.00034864730576780522 0.0002719949049371498 -0.00053978745000431616 0.00010603247524936272 -0.00037806048461605464 -0.00017713247087884743 0.0003386738528369714
leaf_weight=0.0010476461352493804 0.0011162391178264246 0.0012352328531070079 0.0010113767549522236 0.0012162167007522436 0.0017591264335959879 0.0019034888623015982 0.0011187485917668934
leaf_count=180 481 172 445 665 1302 410 255
internal_value=0 -7.63059e-05 -0.000142868 -4.75281e-05 -0.00018018 0.000104119 1.38047e-05
internal_weight=0 0.0062696 0.00522195 0.00421058 0.00297534 0.00413848 0.00302224
internal_count=3910 2764 2584 2139 1967 1146 665
is_linear=0
shrinkage=0.00196078


Tree=7788
num_leaves=8
num_cat=0
split_feature=50 15 16 160 16 1 12
split_gain=2.78357e-05 5.08846e-05 5.76475e-05 4.84734e-05 4.37368e-05 3.18453e-05 9.22162e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.026849999999999995 -0.09601999999999998 0.094485000000000013 0.081660000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00043302875220658257 -0.00030584220966283735 -0.00039920247842793624 0.00037365102488336551 0.00033296190758041273 -0.00060195402706501552 0.00013332639292464702 5.9708191675347298e-05
leaf_weight=0.0010522080172502063 0.0010798318292940578 0.0013286936784703629 0.001393781456654441 0.0010271063518136692 0.0013961296979142467 0.0014119865396741908 0.0019284146117959137
leaf_count=413 715 298 616 171 170 404 1123
internal_value=0 2.63133e-05 -2.4116e-05 4.55145e-05 -3.38365e-05 -0.000113376 -0.000218154
internal_weight=0 0.00953832 0.00848611 0.00715742 0.00576364 0.00473653 0.00332454
internal_count=3910 3195 2782 2484 1868 1697 1293
is_linear=0
shrinkage=0.00196078


Tree=7789
num_leaves=10
num_cat=0
split_feature=4 0 1 15 2 51 151 4 47
split_gain=6.63301e-05 0.000114462 3.58822e-05 5.77003e-05 5.35262e-05 6.58714e-05 6.97178e-05 3.88464e-05 5.94433e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -4 -9
right_child=1 -3 4 -5 5 -7 -8 8 -10
leaf_value=-0.00048829209071931236 -0.00058340157880505043 0.00066267248742021855 0.00014298456820714271 4.0547580961432475e-05 -2.2614321743409314e-05 -0.00019416297117939908 0.00064314684622823585 -0.00064347544395884171 2.4831335188263325e-05
leaf_weight=0.0010065554453518163 0.0010413363558542063 0.0010191956968895509 0.0011611900857776535 0.0012584496352405169 0.0010027023406180592 0.0011099361511574743 0.0015236794409995212 0.0010132956060953089 0.0010336850536076603
leaf_count=192 1054 223 598 842 172 176 305 216 132
internal_value=0 3.93899e-05 -3.00795e-05 -0.000241975 4.11185e-05 0.000203988 0.000378911 -0.000143487 -0.000305994
internal_weight=0 0.0101635 0.00914427 0.00229979 0.00684449 0.00363632 0.00252638 0.00320817 0.00204698
internal_count=3910 3718 3495 1896 1599 653 477 946 348
is_linear=0
shrinkage=0.00196078


Tree=7790
num_leaves=8
num_cat=0
split_feature=50 4 151 1 49 15 1
split_gain=1.13498e-05 2.52237e-05 2.30879e-05 2.7132e-05 3.19422e-05 2.90855e-05 4.29953e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.11593500000000001 -0.010424999999999999 0.079360000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.010998473792870007 -0.010130028418968415 0.015633755598334225 -0.015903759366994598 -0.01849332642365507 -0.0020145368177720765 -0.010899886682747939 0.022040714708169953
leaf_weight=0.0013350311431021703 0.0010034395702568982 0.0010492251899373436 0.0010741017401465899 0.0010100053003133623 0.0017070255501839718 0.0010446238573588893 0.0013157176549287099
leaf_count=454 731 396 189 140 567 1048 385
internal_value=0 0.001113 -0.000922072 -0.00350914 -0.000565606 0.00348486 0.00845606
internal_weight=0 0.00853573 0.00748651 0.00615147 0.00514147 0.00406737 0.00302274
internal_count=3910 3179 2783 2329 2189 2000 952
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=8
num_cat=0
split_feature=2 13 43 13 16 4 1
split_gain=9.84999e-06 3.46548e-05 4.00204e-05 2.41403e-05 2.25112e-05 3.85437e-05 2.23692e-05
threshold=0.099015000000000006 -0.014114999999999997 -0.074254999999999988 -0.089899999999999994 -0.008069999999999999 -0.0017649999999999999 0.10561500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -3 -5
right_child=3 4 -4 6 -6 -7 -8
leaf_value=0.00094620574407578502 0.014585170013062679 -0.017135107143899014 -0.026502744027768334 -0.01242227012421062 0.014549588914698264 0.0084599052547133565 0.0068125418171170104
leaf_weight=0.0010599508391335979 0.00135604061345146 0.001011834568806221 0.0010647229190281712 0.0011229038097299454 0.0011898865307353127 0.0014057983078400861 0.0013099037213953203
leaf_count=773 254 549 943 568 303 196 324
internal_value=0 -0.00267747 -0.0128091 0.00389375 0.00328963 -0.00225219 -0.00206561
internal_weight=0 0.00573219 0.00212467 0.00378885 0.00360752 0.00241763 0.00243281
internal_count=3910 2764 1716 1146 1048 745 892
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=7
num_cat=0
split_feature=0 0 42 1 48 2
split_gain=9.36932e-06 1.65021e-05 4.16286e-05 5.1887e-05 2.99422e-05 3.81419e-05
threshold=0.10302000000000001 -0.053834999999999994 0.091230000000000019 1.0000000180025095e-35 0.087945000000000009 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.020851703280120568 0.0078092184675936042 -0.011692371506722782 0.016986298625374055 -0.0021616154626299738 -0.0099352962255549425 0.020703393378022308
leaf_weight=0.0012694620365332763 0.0013059928754870298 0.0012901024054938768 0.0012697563632336102 0.0016737210379494758 0.0014004674676493484 0.0012932888475432225
leaf_count=1461 210 440 734 555 221 289
internal_value=0 -0.00131062 0.00062859 -0.00305609 0.00211643 0.007805
internal_weight=0 0.0081968 0.0069067 0.00563694 0.00436748 0.00296701
internal_count=3910 3700 3260 2526 1065 844
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=8
num_cat=0
split_feature=42 157 0 2 16 2 48
split_gain=9.65786e-06 2.10302e-05 4.76326e-05 5.37021e-05 4.3851e-05 3.85394e-05 4.50246e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 -0.083564999999999987 0.11230000000000001 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.011772070739579317 -0.0073650770322843178 0.0011620203801616764 0.020216910458271037 -2.1251647550424056e-07 -0.027250078001961438 -0.0071282890492442297 0.028828256606931349
leaf_weight=0.0010603140773583972 0.0015168309202886797 0.0010893787429515822 0.001348111389313505 0.0010333637089676995 0.0010835007778121463 0.0012146871187967705 0.001138793267457314
leaf_count=625 832 449 241 650 570 316 227
internal_value=0 0.00134078 0.00335353 -0.000735475 -0.0130056 0.0071366 0.0151136
internal_weight=0 0.00796815 0.00690784 0.00555972 0.00217288 0.00338684 0.00217216
internal_count=3910 3078 2453 2212 1019 1193 877
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=8
num_cat=0
split_feature=50 160 42 15 15 12 1
split_gain=4.24788e-05 4.39936e-05 4.23221e-05 5.95958e-05 7.13045e-05 5.47579e-05 2.27663e-05
threshold=0.088425000000000017 0.098455000000000015 0.091230000000000019 -0.106555 -0.038029999999999987 0.086935000000000012 0.083930000000000018
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=0.00033513530720402564 -0.00039503928783868184 -0.00035159822930767615 0.00034062966430743416 -0.0004654663336747631 0.00044754450556219191 -0.0002236015452657425 6.2272001779358795e-05
leaf_weight=0.0016225847553806615 0.0010094533636977347 0.0010570184257712384 0.001795451658005303 0.0014527247185622399 0.0010558941666168266 0.00175602341098747 0.0013355141730549613
leaf_count=427 689 268 661 522 444 624 275
internal_value=0 2.68584e-05 7.12172e-05 4.24579e-06 -9.16259e-05 3.93196e-05 0.000232384
internal_weight=0 0.0100752 0.00901819 0.00722274 0.00560016 0.00414743 0.00239141
internal_count=3910 3221 2953 2292 1865 1343 719
is_linear=0
shrinkage=0.00196078


Tree=7795
num_leaves=8
num_cat=0
split_feature=11 3 4 3 2 2 47
split_gain=3.77338e-05 4.92763e-05 3.88645e-05 4.40991e-05 3.05006e-05 3.95525e-05 4.01342e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.082054999999999975 -0.075954999999999981 0.11230000000000001 0.091025000000000009 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00039730331573450424 -0.00036387542709088658 0.00022398348908992798 -0.00039706462551227027 -0.00029229161652971814 -0.00023987970117909436 0.00039985464362887345 0.00021421165204340436
leaf_weight=0.001257522479734592 0.0010051094971705943 0.0019453006555752682 0.0014220455733475997 0.0012435328646109725 0.0015017179998141135 0.0011114633150271563 0.0011648897556059503
leaf_count=247 279 666 1435 379 440 353 111
internal_value=0 3.53435e-05 -1.89151e-05 -9.22448e-05 -5.92424e-06 9.38901e-05 -4.73095e-05
internal_weight=0 0.00964647 0.00838895 0.00644365 0.0050216 0.00351989 0.00240842
internal_count=3910 3631 3384 2718 1283 843 490
is_linear=0
shrinkage=0.00196078


Tree=7796
num_leaves=8
num_cat=0
split_feature=160 16 133 16 48 15 3
split_gain=1.05565e-05 2.30763e-05 3.27143e-05 5.59269e-05 3.17598e-05 3.09833e-05 1.34965e-05
threshold=0.087825000000000014 -0.083144999999999983 1.0000000180025095e-35 0.18936500000000003 0.084905000000000022 -0.017214999999999998 -0.082304999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.022989588888343793 -0.0080940669439162078 -0.019256146921408233 -0.01806685693091464 0.017048372455632042 -0.0066823227304168972 0.0044404519668689267 0.0075446121552572801
leaf_weight=0.0010007100748429156 0.0013942910679933035 0.0012066068012022658 0.0011238117491675329 0.0014084318457406133 0.0010567842391743638 0.001016685960710406 0.0013017803945138812
leaf_count=427 427 355 896 393 246 578 588
internal_value=0 0.00132514 -0.00315681 0.001457 0.00766998 -0.00841997 0.0142573
internal_weight=0 0.00811481 0.00475554 0.00363172 0.00335927 0.00222329 0.00230249
internal_count=3910 3483 2222 1326 1261 933 1015
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=7
num_cat=0
split_feature=49 2 4 1 0 4
split_gain=9.52823e-06 2.09419e-05 2.66331e-05 4.20953e-05 3.96901e-05 2.25251e-05
threshold=0.10447000000000002 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.084304999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014088153531944203 0.0090317813654200389 0.0094255955861129379 -0.011248756444957318 -0.013614700611413986 0.020671479494465982 0.0082172732427672202
leaf_weight=0.0017678479522599154 0.0010298097117762096 0.001531760238421425 0.0011835266060273779 0.0015557233490439233 0.0012272764368869565 0.0011943009113702286
leaf_count=706 378 501 770 346 899 310
internal_value=0 -0.00115577 -0.00349506 0.000133623 0.00606649 -0.00147164
internal_weight=0 0.00846044 0.00692868 0.00516083 0.0036051 0.00237783
internal_count=3910 3532 3031 2325 1979 1080
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=7
num_cat=0
split_feature=1 42 133 2 13 16
split_gain=8.96139e-06 2.18543e-05 2.68482e-05 3.16018e-05 4.8827e-05 2.29991e-05
threshold=0.12864500000000004 0.092145000000000019 0.065880000000000008 0.089910000000000004 -1.0000000180025095e-35 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.019336277638370366 0.0083772695894717211 -0.01320305520550198 0.012478753542331253 0.022500970025069324 -0.0046876234159046034 -0.00052691700174651473
leaf_weight=0.0013520354977843404 0.0011146588786773168 0.0012781779176843783 0.0015832020594483435 0.0010197673747755385 0.0018749717363344793 0.0012520994385078819
leaf_count=706 331 727 892 315 495 444
internal_value=0 -0.00116814 0.00100393 -0.00229983 0.00489046 -0.0102925
internal_weight=0 0.00836025 0.00708208 0.00549887 0.00289474 0.00260413
internal_count=3910 3579 2852 1960 810 1150
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=9
num_cat=0
split_feature=11 3 42 3 16 1 1 15
split_gain=2.27391e-05 2.73186e-05 2.36832e-05 4.71151e-05 3.10166e-05 4.50425e-05 3.44221e-05 2.58912e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.082904999999999993 -0.078884999999999997 -0.30307999999999996 0.094695000000000015 0.086560000000000012 -0.074174999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=0.00030057487838569265 -0.00029337969115609603 0.00024978570412378693 -0.00044008545276871396 -0.00029416855996400467 8.4023633209642928e-05 0.00050263543785518026 -0.00037090032447964678 6.4875330121489313e-05
leaf_weight=0.001149117376075987 0.0010011454495040184 0.0010627893001252673 0.0010836481871079511 0.0010846865348570663 0.0016273049872705663 0.0010684407128046581 0.0010534229531498609 0.0010109259219919079
leaf_count=222 304 467 1291 306 555 286 187 292
internal_value=0 1.78904e-05 -2.27589e-05 -6.4566e-05 5.05696e-06 7.32417e-05 -9.4744e-05 0.00028981
internal_weight=0 0.00914034 0.00799122 0.00692843 0.00584478 0.00476009 0.00268073 0.00207937
internal_count=3910 3606 3384 2917 1626 1320 742 578
is_linear=0
shrinkage=0.00196078


Tree=7800
num_leaves=7
num_cat=0
split_feature=160 133 43 43 2 3
split_gain=8.40002e-06 2.11442e-05 2.76831e-05 3.28831e-05 2.83041e-05 5.15173e-05
threshold=0.087825000000000014 0.087550000000000017 -0.06705499999999999 -0.14252999999999996 0.10705000000000002 0.045635000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.0010709924718762178 -0.0072265573973537113 -0.0113407477897605 -0.0058174108157386002 0.024860548333962795 -0.01191572134226607 0.021239064712242257
leaf_weight=0.0012490862309016755 0.0013918694462630192 0.0011551000499761639 0.0018386519775895663 0.0010863773400443773 0.0016107724245155853 0.0011401119281168942
leaf_count=246 427 861 1024 692 439 221
internal_value=0 0.00118454 0.00327378 0.0121371 -0.00123646 0.00453836
internal_weight=0 0.0080801 0.006925 0.00233546 0.00458954 0.00297876
internal_count=3910 3483 2622 938 1684 1245
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=7
num_cat=0
split_feature=40 42 1 2 4 0
split_gain=8.50739e-06 2.23991e-05 2.77183e-05 5.4394e-05 4.0742e-05 3.70372e-05
threshold=-0.064864999999999992 -0.085679999999999992 0.11052000000000002 0.10274500000000002 -0.078484999999999985 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0086030221509097431 0.014711832564618761 -0.018388587887680864 -0.011322782272244283 0.019657100988690709 -0.008880633142072587 0.014022289394021665
leaf_weight=0.0010345498702972475 0.0010445133744670558 0.0012285174045501539 0.0019051691224069803 0.0014035419054907123 0.0013159017442068127 0.0015236332664488779
leaf_count=355 497 732 481 481 230 1134
internal_value=0 0.00100609 -0.000934578 0.00268252 -0.00317398 0.00340858
internal_weight=0 0.00842128 0.00737676 0.00547159 0.00406805 0.00283954
internal_count=3910 3555 3058 2577 2096 1364
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=8
num_cat=0
split_feature=1 12 52 47 2 16 1
split_gain=8.56683e-06 2.19061e-05 2.7042e-05 4.83926e-05 3.64968e-05 3.06998e-05 3.62331e-05
threshold=0.12864500000000004 0.10129000000000001 -0.092084999999999986 0.09252500000000001 0.084235000000000018 -0.0070049999999999991 0.086720000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.013704365456048397 0.008215073524050617 -0.014618008963336818 0.023065290152516675 -0.016740640339690579 0.0073559157867569462 0.01611895482501206 -0.015386935348663713
leaf_weight=0.0010909226855737725 0.0011092441506210639 0.0010533820569368609 0.0011399936969372802 0.0010023757223999123 0.001553478351576037 0.0012124897125396737 0.0012758173724014563
leaf_count=623 331 438 714 209 1028 317 250
internal_value=0 -0.00114 0.00081152 0.00337221 0.00726289 0.00280579 -0.00289954
internal_weight=0 0.00832846 0.00727508 0.00618415 0.00518178 0.00404179 0.0028293
internal_count=3910 3579 3141 2518 2309 1595 1278
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=7
num_cat=0
split_feature=1 0 12 150 1 4
split_gain=1.04783e-05 2.77892e-05 3.54898e-05 2.56374e-05 2.87876e-05 1.87763e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 0.10561500000000001 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.016827712622020159 -0.012075881104871643 -0.011820981915052381 0.011420988611188013 0.015073346721132357 -0.003081871667164423 0.01347338384985329
leaf_weight=0.0011795494690224661 0.0015122910302526413 0.0011394195952896739 0.0015516884213980409 0.0012942895296047859 0.0013842721577932307 0.0013563090548149796
leaf_count=747 706 784 678 348 305 342
internal_value=0 -0.00402938 0.0015803 0.00275005 -0.00100034 0.0051113
internal_weight=0 0.00387066 0.00269111 0.00554716 0.00425287 0.00274058
internal_count=3910 2209 1462 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=8
num_cat=0
split_feature=11 3 47 1 15 3 13
split_gain=2.51283e-05 3.20804e-05 3.78111e-05 4.93417e-05 6.2458e-05 4.7426e-05 4.39478e-05
threshold=0.076265000000000013 -0.10628499999999998 0.096175000000000024 0.094485000000000013 -0.0039399999999999991 0.11265500000000002 -0.084084999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6
right_child=-2 2 -4 5 6 -7 -8
leaf_value=0.00032300933917478756 -0.00030147918003668657 -0.00036359483462764913 -0.00030099851472173081 0.0005583847243374586 -0.00018785755611129903 -1.5868459035638169e-05 0.00030926315890386581
leaf_weight=0.0011981791615083255 0.0010151862654598281 0.0017626483010705222 0.0015088441696329323 0.0011506968722627038 0.0011544286426284291 0.0010643801493670231 0.0016767963953292562
leaf_count=235 291 1024 338 516 315 224 967
internal_value=0 2.30474e-05 -2.01622e-05 4.20703e-05 -7.38346e-05 0.000282447 0.000106563
internal_weight=0 0.00951597 0.00831779 0.00680895 0.00459387 0.00221508 0.00283123
internal_count=3910 3619 3384 3046 2306 740 1282
is_linear=0
shrinkage=0.00196078


Tree=7805
num_leaves=8
num_cat=0
split_feature=49 2 457 3 3 52 4
split_gain=9.37756e-06 1.98597e-05 2.2871e-05 5.51584e-05 5.0317e-05 3.44181e-05 2.998e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.078884999999999997 0.048490000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.02420703270459822 0.0089912298056111471 0.0091675348219415979 0.0090314683285101366 -0.024839689716088537 0.022689968235788571 0.00041714743163890028 -0.00097020625751769026
leaf_weight=0.0010800640085689742 0.0010248596105868696 0.0015286745949257821 0.0012120371164976379 0.001229946380659124 0.0010033672006627184 0.0011963903890237239 0.0011486182922547596
leaf_count=1018 378 501 250 164 471 767 361
internal_value=0 -0.00114119 -0.00343488 -0.0061052 -0.00090192 -0.0112658 0.0100614
internal_weight=0 0.0083991 0.00687042 0.00565839 0.00442844 0.00227645 0.00215199
internal_count=3910 3532 3031 2781 2617 1785 832
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=7
num_cat=0
split_feature=1 4 15 150 1 4
split_gain=1.85596e-05 4.64491e-05 2.60736e-05 2.52557e-05 2.92363e-05 2.19189e-05
threshold=0.085990000000000011 -0.15333499999999997 0.083935000000000023 0.077110000000000012 0.10561500000000001 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.00015021255058666322 -0.00021068786768918264 -0.00046517328709288005 -6.3588496604138699e-05 0.00029998298038289733 -5.0873107925071602e-05 0.00028585845871231818
leaf_weight=0.0016840222859825105 0.001645298189049323 0.0012884024523570569 0.0012010341833951321 0.0013961314729673407 0.0015080746079814595 0.001465367885586998
leaf_count=166 706 1147 896 348 305 342
internal_value=0 -0.000101293 -0.000271428 6.88857e-05 -9.69313e-07 0.000115074
internal_weight=0 0.00417346 0.00248944 0.00601487 0.00461874 0.00297344
internal_count=3910 2209 2043 1701 1353 647
is_linear=0
shrinkage=0.00196078


Tree=7807
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 3
split_gain=8.29266e-06 2.18291e-05 5.64835e-05 2.8949e-05 2.4547e-05 5.9332e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.023291210050528248 -0.0068375347769502456 -0.0085519434450751011 0.008431399307705225 0.017098803697411097 -0.0094699744897035823 0.021059051991118544
leaf_weight=0.001098598198735112 0.00150615785231037 0.0013531868057917137 0.001147614400978455 0.0013906043460645721 0.0015674949593786742 0.0013535330072199602
leaf_count=489 832 1237 221 303 498 330
internal_value=0 0.00125819 -0.00708378 0.00456595 0.000488419 0.00625545
internal_weight=0 0.00791103 0.00224621 0.00566482 0.00427421 0.00270672
internal_count=3910 3078 710 2368 2065 1567
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=8
num_cat=0
split_feature=50 15 47 1 52 0 2
split_gain=2.75574e-05 4.98196e-05 4.05177e-05 4.26191e-05 5.58611e-05 4.0501e-05 2.50747e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.076710000000000014 -0.0066199999999999991 -0.084074999999999997 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00043380582164728715 -0.00029941762469272703 -0.00043255891476728323 -0.00029204553761302647 -1.9953072642230945e-05 0.00048810595377119361 0.00020020358242731577 -0.00019543037347364263
leaf_weight=0.0010561159984540215 0.0010721472679443506 0.0010143715184535219 0.0016654884834908634 0.0018665119422113393 0.0015012399884557323 0.001444311407777205 0.0010737985948887441
leaf_count=413 715 760 258 543 351 593 277
internal_value=0 3.19898e-05 -1.75524e-05 4.87012e-05 0.000206524 -0.000101762 3.14932e-05
internal_weight=0 0.00962184 0.00856572 0.00690023 0.00336775 0.00353248 0.00251811
internal_count=3910 3195 2782 2524 894 1630 870
is_linear=0
shrinkage=0.00196078


Tree=7809
num_leaves=9
num_cat=0
split_feature=50 15 47 12 160 16 43 1
split_gain=1.68014e-05 4.06421e-05 4.3874e-05 4.41336e-05 0.000112052 6.8809e-05 4.77323e-05 4.39097e-05
threshold=0.086465000000000014 -0.15202999999999997 0.096175000000000024 0.086935000000000012 0.087825000000000014 -0.083564999999999987 0.013605000000000001 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -7
right_child=-2 2 -4 6 -6 7 -8 -9
leaf_value=0.00039535908441453913 -0.00023918163979706525 0.0007684993525797284 -0.00035778329498569313 -0.00035136251736298641 -0.00040218344674948676 -0.00012698149997406741 0.0001840698037010494 0.00043278122686419223
leaf_weight=0.0010061992717661774 0.0010425792031465717 0.0010142093076701379 0.0012664273101427618 0.0017351550874895622 0.0010116043731174403 0.0010921285799152863 0.0010143183300246629 0.0010633766588874498
leaf_count=413 715 327 235 1092 188 470 264 206
internal_value=0 2.3452e-05 -2.21992e-05 3.91203e-05 0.000166 0.000347334 -0.000153834 0.000149167
internal_weight=0 0.00920342 0.00819722 0.00693079 0.00418132 0.00316971 0.00274947 0.00215551
internal_count=3910 3195 2782 2547 1191 1003 1356 676
is_linear=0
shrinkage=0.00196078


Tree=7810
num_leaves=7
num_cat=0
split_feature=52 12 1 1 43 52
split_gain=8.84478e-06 2.42976e-05 3.03599e-05 5.82584e-05 2.99989e-05 2.18098e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.092860000000000012 -0.0037249999999999996 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.015101094667919751 -0.0076693939286484871 0.011361825273704666 -0.015127090664471987 0.022872673225773889 -0.0077481164761604646 0.011214719111846069
leaf_weight=0.0014577377449774536 0.0013072361675474419 0.0018228015847447732 0.0013363548923301964 0.0010419675296549635 0.001071118477628254 0.0013983128479766564
leaf_count=1267 647 696 392 324 187 397
internal_value=0 0.00119298 -0.00174665 0.00185177 -0.00372556 0.00298957
internal_weight=0 0.00812829 0.00630549 0.00496914 0.00392717 0.00246943
internal_count=3910 3263 2567 2175 1851 584
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=8
num_cat=0
split_feature=50 15 16 160 16 52 1
split_gain=3.67073e-05 3.72259e-05 5.53636e-05 3.72307e-05 3.52075e-05 3.29199e-05 9.21307e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.026849999999999995 -0.09601999999999998 0.083750000000000005 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00039055291983081732 -0.00035045988197493337 -0.00037476683158028836 0.00035346112786743648 0.00032365613319194572 -0.00051443382027735235 0.00013580632332434755 0.00018338397967689805
leaf_weight=0.0010039767623508658 0.001064404057903672 0.0013367637271475569 0.0013484412599906875 0.0010055558671231363 0.0016474526809726517 0.0017069548874509687 0.0013025220739776452
leaf_count=413 715 298 616 171 724 603 370
internal_value=0 3.38313e-05 -9.07164e-06 6.0655e-05 -9.07271e-06 -8.09178e-05 -0.000206322
internal_weight=0 0.00935167 0.00834769 0.00701093 0.00566249 0.00465693 0.00294997
internal_count=3910 3195 2782 2484 1868 1697 1094
is_linear=0
shrinkage=0.00196078


Tree=7812
num_leaves=8
num_cat=0
split_feature=11 3 42 3 1 0 3
split_gain=2.50804e-05 3.15789e-05 3.47732e-05 5.45588e-05 3.84195e-05 6.97276e-05 4.77259e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 0.094695000000000015 -0.15007499999999999 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00033002259767957236 -0.00029287149747646957 0.00032468652053697 -0.0004523151902800928 -0.0004339112603485597 -0.00016433888892078478 0.00043064860379973276 6.4268170529248276e-05
leaf_weight=0.0011975550532079158 0.0010083806372316482 0.0010405275328406929 0.0011405963670010092 0.0012580283364125354 0.0013499298106935255 0.0017248544307895204 0.0017931788882285249
leaf_count=235 291 372 1375 652 166 659 160
internal_value=0 3.23513e-05 -1.05611e-05 -5.85663e-05 1.47457e-05 0.00016943 -0.000141134
internal_weight=0 0.00950467 0.00830712 0.00726659 0.00612599 0.00307478 0.00305121
internal_count=3910 3619 3384 3012 1637 825 812
is_linear=0
shrinkage=0.00196078


Tree=7813
num_leaves=8
num_cat=0
split_feature=11 3 49 48 15 13 1
split_gain=1.89798e-05 3.44714e-05 2.23238e-05 3.98278e-05 2.04838e-05 5.13423e-05 3.77247e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.0019649999999999997 0.087770000000000015 -0.017214999999999998 -0.014114999999999997 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00034051877003434889 -0.00025887581493435875 -0.00042643010339967098 0.00011601866071304656 8.3878094994035613e-05 -0.00011763380558092086 0.00041397475371559038 -0.00034109078108132218
leaf_weight=0.0011593070564939389 0.0010088105214686961 0.0012257244861164434 0.0016967237158331456 0.0011301679314725123 0.0013155783309537878 0.0014890519867524024 0.0011747190276170543
leaf_count=222 304 472 912 228 843 583 346
internal_value=0 2.44488e-05 -2.11717e-05 -0.000181625 4.54256e-05 0.000164611 -7.09867e-05
internal_weight=0 0.00919127 0.00803197 0.00235589 0.00567607 0.00280463 0.00287144
internal_count=3910 3606 3384 700 2684 1426 1258
is_linear=0
shrinkage=0.00196078


Tree=7814
num_leaves=8
num_cat=0
split_feature=52 12 0 150 4 15 15
split_gain=2.43888e-05 4.55254e-05 5.89903e-05 3.35551e-05 4.30977e-05 3.10176e-05 2.86936e-05
threshold=-0.048794999999999991 0.10129000000000001 -0.077944999999999987 0.086420000000000011 -0.0031049999999999997 -0.0089749999999999986 -0.11399999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 2 5 4 -1 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-1.1439143303813882e-05 -7.4234346082055098e-05 -0.0004634556106898002 0.00026647544711158025 -0.00017837320277113927 0.00050971018219495077 6.5681053470974552e-05 -0.00049407824057942163
leaf_weight=0.0012287482656559484 0.0012546185873225264 0.0010100272551330563 0.0019554296865354247 0.0010051414132983922 0.0012117056542710451 0.0016026785098357515 0.0012487887831509545
leaf_count=720 338 364 550 157 313 963 505
internal_value=0 -7.8045e-05 -1.38242e-05 0.000123135 0.000247316 -0.00014731 -0.000283667
internal_weight=0 0.00707154 0.00606152 0.0034456 0.00244045 0.00410609 0.00250341
internal_count=3910 2720 2356 1190 1033 1806 843
is_linear=0
shrinkage=0.00196078


Tree=7815
num_leaves=7
num_cat=0
split_feature=50 3 47 0 49 0
split_gain=8.6796e-06 2.49819e-05 3.1689e-05 3.72268e-05 5.41824e-05 3.28233e-05
threshold=0.084340000000000012 -0.10628499999999998 0.077735000000000012 -0.099864999999999995 -0.006494999999999999 -0.076734999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.01161791302329942 -0.0088356252523475731 -0.0022037940590155999 -0.013009715458033803 -0.019470588916738623 0.028095506482647865 0.0036782661934974524
leaf_weight=0.0017552558131878537 0.0010048079646485337 0.001318621323507369 0.0018291348304768709 0.0010591119564208212 0.0010683792137170919 0.0014526421388119095
leaf_count=433 731 235 395 1189 259 668
internal_value=0 0.000993528 -0.00177829 0.00241538 0.0113576 -0.00608273
internal_weight=0 0.00848315 0.00672789 0.00489875 0.002387 0.00251175
internal_count=3910 3179 2746 2351 494 1857
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=9
num_cat=0
split_feature=11 3 42 3 16 2 3 2
split_gain=2.07642e-05 2.47268e-05 3.15324e-05 4.49702e-05 2.69202e-05 5.63302e-05 8.76261e-05 4.44237e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 0.24895000000000003 0.11230000000000001 0.094625000000000015 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.0002940506980152526 -0.00026881018277382756 0.00031232224828533773 -0.00041800866145141489 0.00024808186865466115 -0.00027707688417217028 -0.00023651351295662286 0.0006874028050765544 -0.00030074550271075464
leaf_weight=0.0011652964911340836 0.001011869792151082 0.0010108635045357932 0.0011216203765753163 0.0012585849153861673 0.0010352168058861185 0.0015597085394686329 0.0010387903357875839 0.0010319431471106078
leaf_count=222 304 372 1375 415 244 417 140 421
internal_value=0 2.70813e-05 -1.15322e-05 -5.79952e-05 1.01651e-05 7.09865e-05 0.000215043 8.207e-07
internal_weight=0 0.00922202 0.00805673 0.00704586 0.00592424 0.00488903 0.00332932 0.00229053
internal_count=3910 3606 3384 3012 1637 1393 976 836
is_linear=0
shrinkage=0.00196078


Tree=7817
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 3 2 0
split_gain=2.13534e-05 2.66485e-05 2.64194e-05 4.69069e-05 3.06585e-05 2.07536e-05 3.19274e-05 2.85389e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.057994999999999998 0.084925000000000014 0.093070000000000014 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00030158984481459328 -0.00027772837280824541 0.00028099139780170403 -0.00042939920293457129 0.00030702863089911668 -0.000282434172886637 0.00030292025860403519 -0.00027237061242553945 0.00014448302698539527
leaf_weight=0.0011528112235877934 0.0010088473879177546 0.0010006978095040862 0.001110284710367445 0.0010887746015979163 0.0011866268893938534 0.0010594827662958996 0.0015336471716865252 0.0010733665524004371
leaf_count=222 304 372 1375 582 553 152 193 157
internal_value=0 2.27632e-05 -1.71523e-05 -5.94586e-05 9.66738e-06 -5.70442e-05 1.59012e-05 -0.000100743
internal_weight=0 0.00920569 0.00805288 0.00705218 0.0059419 0.00485312 0.0036665 0.00260701
internal_count=3910 3606 3384 3012 1637 1055 502 350
is_linear=0
shrinkage=0.00196078


Tree=7818
num_leaves=8
num_cat=0
split_feature=47 51 0 0 16 43 2
split_gain=9.57794e-06 2.0076e-05 2.50428e-05 3.64204e-05 3.01387e-05 3.17597e-05 2.37285e-05
threshold=0.09550500000000002 0.08955500000000001 -0.11287999999999999 -0.084304999999999977 -0.078844999999999985 -0.078454999999999983 0.092340000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.019908235785042191 0.0064150227586752002 -0.014741931206141153 -0.019382227829603572 0.014902608856187584 0.0072273318639999064 -0.016517965042471324 -0.0011244003414070966
leaf_weight=0.0010611617777434533 0.0018466528170721971 0.0010102977530042001 0.001130535463958071 0.0011044615269069124 0.0010715985187502439 0.0011874457711218182 0.0010846664966663729
leaf_count=169 389 413 967 516 444 732 280
internal_value=0 -0.00160909 0.000389154 -0.00385451 0.00136464 -0.00525416 0.00927673
internal_weight=0 0.00765017 0.00663987 0.00449404 0.00336351 0.00225904 0.00214583
internal_count=3910 3521 3108 2659 1692 1176 449
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=8
num_cat=0
split_feature=1 3 15 0 13 3 4
split_gain=8.34597e-06 2.77166e-05 3.8704e-05 3.6069e-05 2.05235e-05 3.1562e-05 1.57046e-05
threshold=0.088010000000000019 -0.100615 -1.0000000180025095e-35 -0.081964999999999996 -0.081284999999999982 0.11265500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6
right_child=4 2 3 -5 5 -7 -8
leaf_value=0.009419442073589971 0.013862924077596366 -0.024282085354407831 0.013084804037882114 -0.013352552661276124 -0.0052651174923457464 -0.015128442344301152 0.010337108379426795
leaf_weight=0.0012273071732709427 0.0012432751061157953 0.0010202802789763678 0.0010060586260608306 0.0010595540738484507 0.0010035337536467 0.0011135695855133132 0.0018064531510787712
leaf_count=282 469 991 560 492 637 129 350
internal_value=0 -0.00329168 -0.00834708 -0.000476213 0.00266675 -0.000881036 0.00476507
internal_weight=0 0.0043132 0.00308589 0.00206561 0.00516683 0.00392356 0.00280999
internal_count=3910 2325 2043 1052 1585 1116 987
is_linear=0
shrinkage=0.1


Tree=7820
num_leaves=8
num_cat=0
split_feature=0 2 1 3 4 1 2
split_gain=1.98155e-05 2.43081e-05 4.39923e-05 6.28921e-05 4.39042e-05 4.47928e-05 2.72266e-05
threshold=1.0000000180025095e-35 0.086545000000000025 0.078340000000000007 0.088060000000000013 -0.0010999999999999996 0.11353000000000001 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=7.5046261825447092e-05 0.00017233622960225302 -0.00022394235942150962 0.00055399697549603981 0.0002326467818435715 -0.0006564124729067269 -7.0278293650730977e-05 -0.00018997811939792543
leaf_weight=0.0015613458153692205 0.0019344205726689297 0.001659402400992173 0.001091999649779947 0.0010071336581712398 0.0010029644656173304 0.0010021261303302649 0.0014017564073244319
leaf_count=1115 394 1361 331 117 221 151 220
internal_value=0 -4.70114e-05 3.90205e-05 0.000163663 -0.000171491 -0.000363468 -1.32827e-05
internal_weight=0 0.00872673 0.00516029 0.00350089 0.00356644 0.00200509 0.00240889
internal_count=3910 3516 2029 668 1487 372 337
is_linear=0
shrinkage=0.00196078


Tree=7821
num_leaves=7
num_cat=0
split_feature=42 133 47 2 2 4
split_gain=9.64851e-06 2.27239e-05 3.28852e-05 3.51827e-05 3.17451e-05 1.12874e-05
threshold=0.092145000000000019 0.065880000000000008 0.09550500000000002 0.088820000000000024 0.10796500000000002 -0.0025899999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0079018184410565746 -0.0073387003032789585 0.011918860893420121 0.012705346450997064 0.013358818526114187 -0.0077954605758517245 -0.022332532679833341
leaf_weight=0.0011675028063500251 0.0015230331197733189 0.0016199835906431743 0.001318259082550087 0.0013551805987224823 0.001488603294576805 0.0010117195983522181
leaf_count=788 832 923 229 507 396 235
internal_value=0 0.00134865 -0.00135169 -0.00504088 0.00228543 -0.0146014
internal_weight=0 0.00796125 0.00634127 0.00502301 0.00284378 0.00217922
internal_count=3910 3078 2155 1926 903 1023
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=7
num_cat=0
split_feature=1 0 12 150 16 16
split_gain=8.78004e-06 2.49008e-05 3.00602e-05 2.35017e-05 3.42219e-05 4.01361e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 -0.27337499999999998 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.015790958461365964 -0.017153810680862448 -0.010756067037827471 0.010580611559042337 0.014285716503863217 0.01659536998143794 -0.0057703061468618753
leaf_weight=0.0011830723320291562 0.0010109188316901946 0.0011403337838571592 0.001568537143207047 0.0012984047542853525 0.0014133606672244406 0.0018560247187540304
leaf_count=747 255 784 678 348 433 665
internal_value=0 -0.00368743 0.00159866 0.00250111 -0.00107368 0.00389841
internal_weight=0 0.00389194 0.00270887 0.00557871 0.0042803 0.00326939
internal_count=3910 2209 1462 1701 1353 1098
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=8
num_cat=0
split_feature=15 16 52 16 3 15 1
split_gain=9.15309e-06 3.58958e-05 4.09715e-05 5.15983e-05 3.53503e-05 2.4662e-05 5.28506e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.10433000000000002 0.26760500000000004 0.090325000000000003 0.085120000000000015 0.076710000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.0082669309919502516 -0.017182684887301982 -0.025102527348244842 0.019142343745608262 -0.021368341316446104 0.018027355770697431 0.011083519014962255 0.0037498586300411343
leaf_weight=0.0011637693615638147 0.0012020323986549532 0.0010166530826994547 0.0011108179841211874 0.0010970021725648467 0.0011425210343915752 0.0010318853710630004 0.0016906194325689915
leaf_count=459 298 822 540 411 157 788 435
internal_value=0 -0.00120352 0.00150576 -0.00177105 0.00263282 -0.00207107 -0.00708498
internal_weight=0 0.00829153 0.0070895 0.00597868 0.00488168 0.00373916 0.00270727
internal_count=3910 3451 3153 2613 2202 2045 1257
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=8
num_cat=0
split_feature=11 48 160 0 15 0 16
split_gain=2.61452e-05 2.40039e-05 4.1525e-05 2.59302e-05 5.17332e-05 3.86407e-05 6.06494e-05
threshold=0.076265000000000013 0.09227500000000001 0.087825000000000014 -0.10071499999999999 -0.10312999999999999 -0.07773999999999999 0.15737500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7
right_child=-2 -3 -4 5 -6 6 -8
leaf_value=-0.00014618189249620522 -0.00031094862855693297 0.00024228878961807693 -0.00037943698043766387 -0.00035101511402941502 0.00041121713688783003 0.00041385917936196314 -0.00016354021443940641
leaf_weight=0.0010801477494007121 0.0010204032361883679 0.0015531654987086139 0.0010915608296701278 0.0012586682923074258 0.0015716317336465602 0.0011390367960651263 0.0018121295262114245
leaf_count=168 291 409 345 1471 271 643 312
internal_value=0 1.93295e-05 -2.42119e-05 3.22981e-05 0.000184172 -6.33675e-05 5.93138e-05
internal_weight=0 0.00950634 0.00795317 0.00686161 0.00265178 0.00420983 0.00295117
internal_count=3910 3619 3210 2865 439 2426 955
is_linear=0
shrinkage=0.00196078


Tree=7825
num_leaves=8
num_cat=0
split_feature=11 3 42 3 1 4 3
split_gain=2.36747e-05 2.83908e-05 2.86323e-05 4.86374e-05 3.02508e-05 4.88691e-05 4.33168e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 0.094695000000000015 0.053925000000000008 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00030489223595993309 -0.00029503537703240201 0.00028843357171809972 -0.00043400707411396104 -0.00040795955865641708 0.00041776803884704733 -8.5043403988332566e-05 6.5943987805565143e-05
leaf_weight=0.0011927813882558836 0.0010005504147931705 0.0010208827189709243 0.0011399262195505673 0.0012620653635333568 0.001384300454972886 0.001604584098430241 0.0017979520067637617
leaf_count=235 291 372 1375 652 409 416 160
internal_value=0 2.22218e-05 -1.88471e-05 -6.24839e-05 7.53024e-06 0.000147833 -0.000129512
internal_weight=0 0.00940249 0.00820971 0.00718883 0.0060489 0.00298888 0.00306002
internal_count=3910 3619 3384 3012 1637 825 812
is_linear=0
shrinkage=0.00196078


Tree=7826
num_leaves=8
num_cat=0
split_feature=11 52 2 160 1 12 0
split_gain=2.80521e-05 2.51971e-05 2.37134e-05 2.05275e-05 4.77068e-05 4.40144e-05 4.16285e-05
threshold=0.076265000000000013 -0.081429999999999989 0.089910000000000004 0.043720000000000009 0.090355000000000005 0.089995000000000006 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -6
right_child=-2 3 -4 -5 6 -7 -8
leaf_value=2.2654185144601619e-05 -0.00032076408730670778 4.5806085332200102e-05 0.00042795319920067496 -0.00026739188108983544 -4.6988814864725641e-05 -0.00044194970866087582 0.00042079707927863096
leaf_weight=0.0012303573229324569 0.0010028024607629414 0.0016587720898737291 0.0010111325161497931 0.001195017817147659 0.0014353512502310239 0.0012452792088221219 0.0014913270540962303
leaf_count=414 291 1044 432 271 229 630 599
internal_value=0 2.44716e-05 0.000205484 -3.32785e-05 1.47034e-05 -0.000163347 0.000191378
internal_weight=0 0.00926724 0.00224149 0.00702575 0.00583073 0.00290405 0.00292668
internal_count=3910 3619 846 2773 2502 1674 828
is_linear=0
shrinkage=0.00196078


Tree=7827
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 3 2 0
split_gain=1.88294e-05 2.35441e-05 2.39274e-05 4.08968e-05 2.95807e-05 2.67602e-05 3.27591e-05 3.29074e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.082904999999999993 -0.078884999999999997 -0.057994999999999998 0.084925000000000014 0.093070000000000014 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00028408040545685118 -0.00026414856383928767 0.00025372572888827564 -0.00041291769147675005 0.00029953058221903064 -0.0003278754162027405 0.00030929439792764228 -0.000286140616844133 0.00016364584718823005
leaf_weight=0.0011278124891394665 0.0010030791152184438 0.0010731224446176831 0.0010722542609413761 0.0010629192747912729 0.0011162107421999511 0.0010603579141659448 0.0015121475866014464 0.0010664032031324419
leaf_count=222 304 467 1291 578 546 152 193 157
internal_value=0 1.89306e-05 -1.8621e-05 -6.10374e-05 3.81351e-06 -6.22886e-05 1.91784e-05 -0.000100124
internal_weight=0 0.00909123 0.00796342 0.00689029 0.00581804 0.00475512 0.00363891 0.00257855
internal_count=3910 3606 3384 2917 1626 1048 502 350
is_linear=0
shrinkage=0.00196078


Tree=7828
num_leaves=8
num_cat=0
split_feature=50 15 2 48 43 4 0
split_gain=2.17818e-05 2.51287e-05 3.32775e-05 3.16555e-05 4.76035e-05 5.94516e-05 5.58518e-05
threshold=0.086465000000000014 -0.15202999999999997 0.11339500000000001 0.082705000000000015 -1.0000000180025095e-35 0.05309500000000001 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00031346377425614487 -0.000269382396295443 -0.00056362570341154364 -0.00032099668362371757 0.00027276699616704379 -6.7450805561837952e-05 0.00051964039211853396 2.3735965444248579e-05
leaf_weight=0.001043108929699302 0.0010647041778100623 0.0010934320292794592 0.0011373663958108536 0.0017105410395573065 0.0018951355623166963 0.0010201084333609505 0.001444934534722179
leaf_count=413 715 1096 369 384 506 116 311
internal_value=0 2.66182e-05 -9.42479e-06 4.00397e-05 -3.29558e-05 0.000137985 -0.000229277
internal_weight=0 0.00934463 0.00830152 0.00716415 0.00545361 0.00291524 0.00253837
internal_count=3910 3195 2782 2413 2029 622 1407
is_linear=0
shrinkage=0.00196078


Tree=7829
num_leaves=7
num_cat=0
split_feature=50 42 3 52 13 52
split_gain=1.11429e-05 2.31762e-05 2.92149e-05 2.81877e-05 4.4146e-05 3.48735e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.11266 0.090640000000000012 -0.083514999999999992 -0.072349999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.010852456578948016 -0.010022304190956817 0.016161695694773059 0.02100078153127986 -0.012585644843918001 -0.014767845776679722 0.0064490355454178824
leaf_weight=0.0013607689111257469 0.0010057462678655553 0.001431462634200526 0.0011377445078951188 0.0013267849927209811 0.0012762741198805664 0.0019712439382567571
leaf_count=867 731 305 646 490 420 451
internal_value=0 0.00110851 0.00338695 0.000185552 0.00404955 -0.0018892
internal_weight=0 0.00850428 0.00714351 0.00571205 0.00438526 0.00324752
internal_count=3910 3179 2312 2007 1517 871
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=8
num_cat=0
split_feature=50 15 47 12 160 16 0
split_gain=2.21408e-05 3.42848e-05 3.7988e-05 3.92514e-05 9.69966e-05 7.67453e-05 5.19973e-05
threshold=0.086465000000000014 -0.15202999999999997 0.09252500000000001 0.086935000000000012 0.087825000000000014 -0.019979999999999994 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00036160484763709394 -0.00027193489311959536 0.0007178455074463041 -0.00028784654263156432 -0.00043024799542822919 -0.00034645292274328323 7.704535386561886e-05 0.00011180534517918621
leaf_weight=0.0010415699054234463 0.0010663990209665826 0.0012725283577794731 0.0015941979923871511 0.0012314549901086503 0.0010192748580507196 0.0016506438149629054 0.0015204452875993485
leaf_count=413 715 460 258 829 187 530 518
internal_value=0 2.6306e-05 -1.5829e-05 4.89496e-05 0.00017439 0.000356001 -0.00013076
internal_weight=0 0.00933012 0.00828855 0.00669435 0.00394245 0.00292317 0.0027519
internal_count=3910 3195 2782 2524 1177 990 1347
is_linear=0
shrinkage=0.00196078


Tree=7831
num_leaves=8
num_cat=0
split_feature=52 43 2 0 0 12 43
split_gain=9.61644e-06 1.63568e-05 1.60738e-05 2.98732e-05 4.00056e-05 4.09127e-05 5.30493e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.113945 -0.17106499999999999 -0.10209999999999998 0.091555000000000011 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.013962666165034275 0.015693775149801255 -0.0031397833425718456 -0.010879592263103742 -0.019061058997330595 -0.0069113290283304082 -0.012886156717275631 0.02337329656767119
leaf_weight=0.0011528615091969071 0.0010685363182397281 0.0010860034898417989 0.0015450957503333413 0.0011468366407922466 0.001032751310400627 0.0011629867848983455 0.0013147663063580869
leaf_count=513 115 458 466 312 965 712 369
internal_value=0 0.0056668 -0.0018284 0.000614012 -0.00284575 0.00245159 0.0100501
internal_weight=0 0.00223886 0.00727097 0.00572588 0.00465734 0.0035105 0.00234752
internal_count=3910 971 2939 2473 2358 2046 1334
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=9
num_cat=0
split_feature=50 15 16 0 49 0 43 12
split_gain=3.93079e-05 4.38318e-05 5.37416e-05 4.40568e-05 6.26685e-05 3.14594e-05 2.28114e-05 1.07291e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 -0.006494999999999999 -0.06402999999999999 -0.053009999999999995 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.000408606502865249 -0.00035700104288655555 -0.00037236235038012996 -2.2207196966281161e-06 -9.5097151234823805e-05 0.00064421119949018685 0.00024933289043672403 -9.908049888322082e-05 -0.0003793013513992855
leaf_weight=0.0010681696475672723 0.0011012052451803206 0.0013463020825793268 0.0013458593805699155 0.0010189724316731854 0.0010087460133639328 0.0014892453070336185 0.0014032129281540109 0.0010238164278072235
leaf_count=413 715 298 147 567 153 225 296 1096
internal_value=0 3.39082e-05 -1.24367e-05 5.4035e-05 0.00027472 -5.12537e-05 8.03077e-05 -0.000237536
internal_weight=0 0.00970432 0.00863615 0.00728985 0.00235461 0.00493525 0.00289246 0.00204279
internal_count=3910 3195 2782 2484 300 2184 521 1663
is_linear=0
shrinkage=0.00196078


Tree=7833
num_leaves=7
num_cat=0
split_feature=4 16 48 0 52 16
split_gain=1.00525e-05 1.8707e-05 2.42484e-05 3.16567e-05 5.63714e-05 1.16807e-05
threshold=0.25367000000000006 -0.092424999999999993 0.085265000000000021 -0.083424999999999985 0.089525000000000007 -0.23935499999999996
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0023352725521432818 0.0066148304975786323 0.0097698486832109403 0.013381247989774867 -0.020868207917012018 0.0070189076309876922 -0.017555722862153986
leaf_weight=0.0010123609088638639 0.0018232507214866909 0.001463089200802872 0.0012845159055329273 0.0016014759368391128 0.0013242215589165773 0.0010045250029713203
leaf_count=149 534 821 491 1045 443 427
internal_value=0 -0.00164392 0.00129682 -0.00224007 -0.00824601 -0.00991593
internal_weight=0 0.00769019 0.0056733 0.00438879 0.0029257 0.00201689
internal_count=3910 3376 2800 2309 1488 576
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 0 13 12
split_gain=2.84771e-05 3.47563e-05 3.69918e-05 4.34274e-05 4.31235e-05 4.07744e-05 3.04926e-05 3.23322e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -0.076734999999999984 -0.070604999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00036268053803095241 -0.00030953942043731539 -0.00031615237494690468 0.00052985335636148139 -0.00031895559268334354 -1.1525883322081262e-05 0.00032511863797999034 0.00017071337726051055 -0.00032246614098600535
leaf_weight=0.0010418638049392781 0.0010921109195425197 0.0013363010689155111 0.0011494756781185184 0.0016219681301259167 0.0011138043914689384 0.0011106225050302575 0.0010114403532348658 0.0010330871962982459
leaf_count=413 715 298 169 1343 131 213 193 435
internal_value=0 2.49384e-05 -1.70687e-05 3.96987e-05 0.00026343 -6.62996e-05 6.35833e-05 -7.84872e-05
internal_weight=0 0.00941856 0.0083767 0.0070404 0.00226328 0.00477712 0.00315515 0.00204453
internal_count=3910 3195 2782 2484 300 2184 841 628
is_linear=0
shrinkage=0.00196078


Tree=7835
num_leaves=7
num_cat=0
split_feature=52 160 1 4 3 43
split_gain=9.90508e-06 1.57583e-05 2.50074e-05 3.22329e-05 2.72535e-05 1.43958e-05
threshold=-0.081429999999999989 0.043720000000000009 0.090355000000000005 0.053925000000000008 -0.089604999999999976 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=0.013510318701682185 0.0060294179515825797 -0.012660419279285823 0.019308134823590568 -0.0014671145220390598 -0.013899940070930275 -0.0025169345689028608
leaf_weight=0.0011566371468092885 0.0010909911640442399 0.0011384994699231311 0.0011904526588934032 0.0020039183907525071 0.0018492703166122092 0.0010872048971480633
leaf_count=513 393 277 406 504 1359 458
internal_value=0 -0.00185548 0.000149762 0.00627524 -0.0065051 0.00574466
internal_weight=0 0.00727313 0.00613463 0.00319437 0.00294026 0.00224384
internal_count=3910 2939 2662 910 1752 971
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=8
num_cat=0
split_feature=51 457 42 4 4 3 0
split_gain=9.56001e-06 2.18235e-05 3.32026e-05 3.09966e-05 3.76896e-05 2.78131e-05 1.79447e-05
threshold=0.08955500000000001 0.082870000000000013 -0.082904999999999993 0.28937500000000005 -1.0000000180025095e-35 0.084925000000000014 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.014389193394978753 -0.0083526510845345538 0.014353470154246959 -0.0069351591144619709 0.012134540291525574 -0.026851997580084344 0.01341657048514047 -0.0080523034280867677
leaf_weight=0.0011944762810380816 0.0012120544552056021 0.0010884215311381456 0.0019456091688983355 0.0010078372772677393 0.0010301122116825742 0.0010254083898986466 0.0010012233490961614
leaf_count=486 487 276 1587 332 216 123 403
internal_value=0 0.00115535 -0.000838509 -0.00386489 -0.00708834 8.89779e-05 -0.0175858
internal_weight=0 0.00829309 0.00720467 0.00601019 0.00500235 0.00297102 0.00203134
internal_count=3910 3423 3147 2661 2329 1710 619
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=8
num_cat=0
split_feature=11 3 47 1 15 3 13
split_gain=1.96024e-05 2.21937e-05 2.25755e-05 3.0611e-05 4.52378e-05 4.40812e-05 3.4872e-05
threshold=0.076265000000000013 -0.10628499999999998 0.09252500000000001 0.094385000000000011 -0.0039399999999999991 0.11265500000000002 -0.084084999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6
right_child=-2 2 -4 5 6 -7 -8
leaf_value=0.00026956279071516624 -0.00026743461111347096 -0.00033618524216051079 -0.00020928132360558747 0.00051656713478903237 -0.00017419370018942397 -5.3266775891061613e-05 0.00027577820673621269
leaf_weight=0.0011930135993334949 0.0010124333753349949 0.0014618488253770722 0.0018185953202475682 0.0010481420525190644 0.001123288723169208 0.0010396330177764395 0.00161301945073556
leaf_count=235 291 999 371 513 315 225 961
internal_value=0 1.98725e-05 -1.68827e-05 3.87805e-05 -5.77125e-05 0.000232811 9.10591e-05
internal_weight=0 0.00929754 0.00810453 0.00628593 0.00419816 0.00208778 0.00273631
internal_count=3910 3619 3384 3013 2275 738 1276
is_linear=0
shrinkage=0.00196078


Tree=7838
num_leaves=7
num_cat=0
split_feature=4 2 2 48 2 16
split_gain=8.90584e-06 4.92467e-05 3.40209e-05 2.6499e-05 2.89132e-05 2.52949e-05
threshold=0.15927500000000003 0.10836000000000003 0.11085000000000002 0.083775000000000002 0.090905000000000014 -0.0017249999999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
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leaf_value=0.0037847750187847955 0.020372544141174984 -0.0081003813688645138 0.012716758837372045 0.0061691481200018394 -0.022104676866198547 -0.014851906218603467
leaf_weight=0.0017597631564407294 0.0011360098076343759 0.0013055801918185456 0.0013053423087982362 0.0015187102345883847 0.0012351529937555611 0.0012424698891042776
leaf_count=1361 289 321 426 497 594 422
internal_value=0 0.00514735 -0.0018589 -0.00516431 -0.0092263 -0.00392799
internal_weight=0 0.00244159 0.00706144 0.0057561 0.00423739 0.00300223
internal_count=3910 610 3300 2874 2377 1783
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=8
num_cat=0
split_feature=159 52 1 3 2 0 2
split_gain=4.57871e-05 4.83576e-05 6.36453e-05 4.35709e-05 0.000125684 8.72706e-05 6.25444e-05
threshold=-1.0000000180025095e-35 -0.27466499999999994 0.11235500000000002 -0.100615 0.106035 -0.079019999999999993 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00040161659126543411 -0.00037034236785705294 0.00028545856045220612 0.00041129577347416769 -0.00033369339565351628 -0.00062707896233056722 0.00058094869574991414 0.00019581870629804018
leaf_weight=0.0010016209412050158 0.0010052620408280916 0.0016154821629546998 0.0018162201831687869 0.001748023508690862 0.0012558244268897414 0.0010135046688641691 0.0016836735395518846
leaf_count=633 417 308 507 729 252 399 665
internal_value=0 3.78329e-05 8.27618e-05 1.20785e-06 -7.93394e-05 7.54038e-05 -7.3902e-05
internal_weight=0 0.010138 0.00913273 0.00731651 0.00570103 0.0044452 0.0034317
internal_count=3910 3277 2860 2353 2045 1793 1394
is_linear=0
shrinkage=0.00196078


Tree=7840
num_leaves=7
num_cat=0
split_feature=1 47 4 2 0 43
split_gain=9.50917e-06 2.08228e-05 3.03181e-05 3.23833e-05 2.93141e-05 2.74592e-05
threshold=0.12864500000000004 0.09252500000000001 0.018480000000000003 0.10393500000000001 -0.084304999999999977 -0.083899999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.013591933534667547 0.0085708170234992873 -0.012623960687783518 0.023110864660958352 -0.0010386815098867251 0.015613522320146553 -0.0044198919983866663
leaf_weight=0.0018008178643599908 0.0011266584097121514 0.0013432607342486825 0.0010736556742294455 0.0011500449876035027 0.0010474351725592882 0.0019729116994783029
leaf_count=1095 331 343 281 337 418 1105
internal_value=0 -0.00121376 0.000961847 0.0106213 -0.00349345 0.00252756
internal_weight=0 0.00838813 0.00704487 0.0022237 0.00482116 0.00302035
internal_count=3910 3579 3236 618 2618 1523
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 13 15 16
split_gain=3.03949e-05 2.95163e-05 3.88123e-05 5.11194e-05 3.95092e-05 3.25868e-05 4.13565e-05 1.47591e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.088669999999999985 -0.078884999999999997 -0.057994999999999998 -0.09547499999999999 -0.074174999999999977 -0.092424999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.00030782226758747781 -0.00032979065701685037 0.00033612089407449036 -0.00044614392188657009 0.00033181822076395486 0.00016557942665883159 -0.0001641660017058993 -0.00044201123219241695 0.00016066759443588121
leaf_weight=0.0012204180207005229 0.0010412344313688393 0.0010399403328974124 0.0011611265747381418 0.0011405457874727604 0.0015427517810138614 0.0011080282085380844 0.0013730051815165241 0.0010449030554149203
leaf_count=235 291 372 1375 582 263 151 502 139
internal_value=0 2.2863e-05 -1.84874e-05 -6.85217e-05 2.09359e-06 -7.21004e-05 -0.000176096 -6.51136e-06
internal_weight=0 0.00963072 0.0084103 0.00737036 0.00620923 0.00506869 0.00352594 0.00215293
internal_count=3910 3619 3384 3012 1637 1055 792 290
is_linear=0
shrinkage=0.00196078


Tree=7842
num_leaves=8
num_cat=0
split_feature=50 15 16 160 16 52 1
split_gain=1.95295e-05 3.64466e-05 4.4589e-05 3.02594e-05 3.4503e-05 3.23532e-05 8.21263e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.42360999999999993 -0.026849999999999995 -0.09601999999999998 0.083750000000000005 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00037714827530822132 -0.00025160509291630948 -0.00038354984642644538 0.00030541920655672271 0.00027484146582456583 -0.00051733005983592103 0.00011802145052479483 0.00014570368545060465
leaf_weight=0.0010238956272926219 0.0010694671440287353 0.00109505797154577 0.0013525933256524382 0.0012070215828822051 0.0016179289380074337 0.0016914532965221774 0.0012916305931924021
leaf_count=413 715 259 627 199 724 603 370
internal_value=0 2.82145e-05 -1.50614e-05 4.12907e-05 -2.02204e-05 -9.76264e-05 -0.000222992
internal_weight=0 0.00927958 0.00825569 0.00716063 0.00580803 0.00460101 0.00290956
internal_count=3910 3195 2782 2523 1896 1697 1094
is_linear=0
shrinkage=0.00196078


Tree=7843
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 43
split_gain=9.46817e-06 2.51548e-05 2.63336e-05 3.56413e-05 5.21538e-05 5.64898e-05 4.27674e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 0.077065000000000008 0.10498500000000001 -0.073139999999999983 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.011410296772314069 -0.0092116810477225822 -0.011039092004886408 0.022543281582679028 -0.0079545171260556932 0.030269238690365154 -0.015091904265952721 0.011585055346686073
leaf_weight=0.0013656973007366915 0.0010101998965214931 0.0010737862869895911 0.001186662597221862 0.0014155053277933828 0.0010105751734055383 0.0014449632266401089 0.0010288442522515425
leaf_count=867 731 480 396 257 445 544 190
internal_value=0 0.00102701 0.00339918 0.00594638 0.0101589 0.00460685 -0.00399709
internal_weight=0 0.00852603 0.00716034 0.00608655 0.00467105 0.00366047 0.00247381
internal_count=3910 3179 2312 1832 1575 1130 734
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=8
num_cat=0
split_feature=51 42 160 16 0 150 16
split_gain=1.07781e-05 2.28203e-05 1.95485e-05 2.7426e-05 3.54021e-05 3.45086e-05 4.31603e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 -0.079684999999999992 0.058875000000000004 -0.089879999999999974 0.085075000000000026 -0.30307999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.0085355385363720133 -0.014750817549307746 -0.01210565208193091 -0.021498523557825704 -0.009463730991085469 0.019785160898967126 0.016306678586424685 0.0060776479633185441
leaf_weight=0.0012673161061817215 0.0011038988218321577 0.0010217804413625046 0.0010024421187612587 0.0013985241067675088 0.0014047496242395605 0.0010056494730312521 0.0013083098057639249
leaf_count=515 931 600 172 324 919 168 281
internal_value=0 -0.00136993 0.000698436 0.00283629 0.00647986 0.000844055 -0.00588535
internal_weight=0 0.00824535 0.00714146 0.00611968 0.00472115 0.0033164 0.00231075
internal_count=3910 3395 2464 1864 1540 621 453
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=8
num_cat=0
split_feature=50 15 16 0 48 0 13
split_gain=2.33836e-05 2.72188e-05 4.10913e-05 3.70777e-05 4.55406e-05 3.52021e-05 2.86617e-05
threshold=0.086465000000000014 -0.14868999999999996 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -0.076734999999999984 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00033215135253321636 -0.00028425895930288861 -0.00033295962048914977 0.00053690460815565208 -0.00028897587243603804 -3.2497374268481398e-05 0.00033222214662945084 -6.543965650823682e-05
leaf_weight=0.0010053249427310297 0.0010269115549270047 0.0012751252777003863 0.0011208486045991319 0.0015534680633547942 0.0010421485078534742 0.0010702193846173461 0.001997369150447187
leaf_count=428 715 294 169 1338 125 213 628
internal_value=0 2.79337e-05 -1.00153e-05 5.06851e-05 0.000262562 -4.84892e-05 7.32965e-05
internal_weight=0 0.0090645 0.00805918 0.00678405 0.002163 0.00462106 0.00306759
internal_count=3910 3195 2767 2473 294 2179 841
is_linear=0
shrinkage=0.00196078


Tree=7846
num_leaves=7
num_cat=0
split_feature=11 0 49 15 2 49
split_gain=2.45216e-05 2.1876e-05 2.57099e-05 3.69413e-05 2.90317e-05 6.18191e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -0.0019649999999999997 -0.059484999999999989 0.081110000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=3.8017551476422578e-05 -0.00029983504464567982 0.00021420626664466394 -0.0001296966957970926 -0.00044793677980058669 0.00041674356967246981 -0.00016359487355025116
leaf_weight=0.0012778832129966703 0.0010044837016364412 0.0018361899852604793 0.0019300740074545365 0.0011361390865233132 0.0017312127597688108 0.0011913207615304696
leaf_count=281 304 324 709 406 1155 731
internal_value=0 2.29863e-05 -2.53326e-05 -0.000190693 5.69289e-05 0.000180179
internal_weight=0 0.00910282 0.00726663 0.00241402 0.00485261 0.00292253
internal_count=3910 3606 3282 687 2595 1886
is_linear=0
shrinkage=0.00196078


Tree=7847
num_leaves=8
num_cat=0
split_feature=51 484 150 15 43 15 43
split_gain=1.03476e-05 2.38541e-05 2.37947e-05 3.10739e-05 5.01673e-05 3.45208e-05 3.34733e-05
threshold=0.08955500000000001 0.073820000000000011 0.084800000000000014 -0.017214999999999998 -0.083899999999999988 -0.106555 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.0010559810150455942 -0.0086834833389354635 0.015180403933776522 0.012871079949152703 0.019791252968916002 -0.017407178501741893 -0.021577548872250035 0.0069031879299086621
leaf_weight=0.0012398755893775584 0.0012127690218324176 0.0010647366583728243 0.0010759309487880916 0.001178805902581469 0.0011702015662226114 0.0014761625381878262 0.0010976747611982762
leaf_count=462 487 456 271 372 912 622 328
internal_value=0 0.0012051 -0.000850531 -0.00324615 0.00305732 -0.0112453 -0.00564072
internal_weight=0 0.00830339 0.00723865 0.00616272 0.00344668 0.00271604 0.00226788
internal_count=3910 3423 2967 2696 1612 1084 1240
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=8
num_cat=0
split_feature=11 13 39 0 16 52 16
split_gain=3.91657e-05 2.86697e-05 7.75964e-05 5.32357e-05 4.6191e-05 2.70997e-05 4.2442e-05
threshold=0.076265000000000013 -0.094679999999999986 0.005105000000000001 -0.053834999999999994 -0.27337499999999998 -0.081429999999999989 -0.089559999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00024095162440185394 -0.00037456054735688699 -0.00039582924452667424 0.00048279871154595442 -0.00048037758225828351 0.0003289654584201931 0.00027108967021177596 -0.00019819496741142506
leaf_weight=0.0019549744895748095 0.001022198448507059 0.0010183966995161355 0.0010003759376288751 0.0011811516046451925 0.0011321800322771579 0.001176988498876038 0.0019999501856199533
leaf_count=398 291 172 387 329 479 383 1471
internal_value=0 2.94444e-05 -2.56214e-05 -0.000103765 -2.02672e-05 6.84914e-05 -2.43349e-05
internal_weight=0 0.00946402 0.00750904 0.00650867 0.00532752 0.00430912 0.00317694
internal_count=3910 3619 3221 2834 2505 2333 1854
is_linear=0
shrinkage=0.00196078


Tree=7849
num_leaves=8
num_cat=0
split_feature=47 51 0 13 3 15 2
split_gain=1.29033e-05 1.88038e-05 2.96341e-05 3.75906e-05 3.92476e-05 2.49798e-05 1.97893e-05
threshold=0.09550500000000002 0.08955500000000001 -0.11287999999999999 -0.09547499999999999 -0.080664999999999987 0.041585000000000004 0.092340000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.019366290768304366 0.0074334076984385175 -0.014589936886252736 0.01160629184903632 -0.012149400809232665 -0.022821419908445981 0.010059095513370364 0.00025868798106752573
leaf_weight=0.0010668231618544352 0.0018518869377248549 0.0010088531163751496 0.0010870225035211631 0.0010012571972514799 0.0013715447577956038 0.0010248864269923246 0.0011018340929533855
leaf_count=169 389 413 205 697 988 769 280
internal_value=0 -0.00186802 6.10061e-05 -0.0045799 -0.00975835 -0.000915653 0.00965825
internal_weight=0 0.00766222 0.00665337 0.00448471 0.00339769 0.00202614 0.00216866
internal_count=3910 3521 3108 2659 2454 1466 449
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=9
num_cat=0
split_feature=47 47 4 52 4 150 4 12
split_gain=2.65844e-05 3.29309e-05 2.31387e-05 3.07669e-05 5.25138e-05 6.50545e-05 7.6113e-05 9.05849e-05
threshold=0.09550500000000002 0.11719500000000001 0.26450500000000005 0.11110500000000002 -0.34687499999999999 0.086420000000000011 -1.0000000180025095e-35 0.080120000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00054244564845749952 0.00045220117004739219 -4.2881412979841681e-05 0.00022828439826666228 0.00021347740861692979 0.00068474134510106209 -0.00047624260089560149 -0.00031822883422698907 -4.4046225944069022e-05
leaf_weight=0.0010394638714236598 0.0010117719165703251 0.0010553231617785618 0.0010203682789735576 0.001116540649638377 0.0010826116223392906 0.0011350767683825577 0.0014017197963799846 0.001662878940184478
leaf_count=224 217 172 441 506 219 267 424 1440
internal_value=0 0.000199444 -4.86054e-05 -8.65885e-05 -0.000139586 -6.03099e-05 5.35294e-05 0.000243332
internal_weight=0 0.0020671 0.00845866 0.00743829 0.00632175 0.00528229 0.00414721 0.00274549
internal_count=3910 389 3521 3080 2574 2350 2083 1659
is_linear=0
shrinkage=0.00196078


Tree=7851
num_leaves=7
num_cat=0
split_feature=15 42 48 1 3 52
split_gain=1.10739e-05 2.61839e-05 2.55344e-05 3.50769e-05 7.2479e-05 2.16089e-05
threshold=0.090505000000000016 0.088915000000000008 0.087945000000000009 0.076710000000000014 -0.015794999999999997 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.0037470950695896901 -0.0096553148937508059 -0.010614614645016457 -0.0066887754891630513 0.035837641485774265 -0.0062363617695886083 0.013090905788604598
leaf_weight=0.0018424204417332567 0.001066055462890291 0.0015434338202075133 0.0017389859341191633 0.0010080089151519203 0.0011237317895534675 0.0011922367343858093
leaf_count=1113 719 752 424 496 188 218
internal_value=0 0.00116061 0.00379251 0.00732046 0.013455 0.00371312
internal_weight=0 0.00844882 0.00690538 0.0051664 0.00332398 0.00231597
internal_count=3910 3191 2439 2015 902 406
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=7
num_cat=0
split_feature=47 1 15 1 4 13
split_gain=1.10695e-05 1.74586e-05 5.63283e-05 3.20167e-05 2.10549e-05 3.00707e-05
threshold=0.09550500000000002 0.094485000000000013 -0.0063699999999999989 0.11097000000000001 -0.34687499999999999 -0.016579999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6
right_child=-2 3 4 -5 5 -7
leaf_value=-0.020551450708154798 0.0068898698098048957 0.018958696887955744 -0.0095022607348324694 -0.0044044167454205564 -0.0050921148809029773 0.016920324047906037
leaf_weight=0.0016074505012713932 0.0018531637714105272 0.0010038542561930195 0.0011132693431550066 0.0014110665570667058 0.0011275846623864517 0.0013802469834181645
leaf_count=1062 389 434 119 506 785 615
internal_value=0 -0.00172497 -0.004973 0.00530736 0.00194246 0.00702297
internal_weight=0 0.00764347 0.00522855 0.00241492 0.0036211 0.00250783
internal_count=3910 3521 2581 940 1519 1400
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=7
num_cat=0
split_feature=43 133 160 16 12 0
split_gain=1.04293e-05 3.04046e-05 3.70653e-05 5.49331e-05 2.63537e-05 1.35556e-05
threshold=-0.093039999999999984 0.083815000000000014 1.0000000180025095e-35 0.0063350000000000012 0.083325000000000024 -0.15713499999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.006923477871148863 -0.0056906955018545978 0.014972249246259357 -0.015896377861475193 0.019941141750525679 -0.015561516471132545 0.0095358640153945413
leaf_weight=0.0017861974509035573 0.0010942624771570764 0.0013855177714768461 0.0013765600799045654 0.001340005384703336 0.0012426323104612388 0.0012555023433373771
leaf_count=602 166 1010 319 478 1024 311
internal_value=0 0.00155841 -0.00138741 0.00266182 -0.00378356 0.002445
internal_weight=0 0.00769448 0.00630896 0.0049324 0.0035924 0.00234976
internal_count=3910 3308 2298 1979 1501 477
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=8
num_cat=0
split_feature=11 52 160 49 2 0 2
split_gain=2.49612e-05 1.92011e-05 2.3322e-05 3.13792e-05 5.76596e-05 5.49244e-05 2.15001e-05
threshold=0.076265000000000013 -0.081429999999999989 -0.079234999999999986 -0.0019649999999999997 0.11085000000000002 -0.083424999999999985 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=1.2622606228412744e-05 -0.00029553898665184316 -0.00028804193558723827 -0.0002260176269097071 0.0002077072258811011 0.00051957831994658467 -0.00028362909169677699 0.00039330360509994369
leaf_weight=0.0012717272025999813 0.0010161658682341914 0.0010789907987681308 0.0014500750654172509 0.001951548774197454 0.0010056013490174296 0.0015852546155011014 0.0010343113798015665
leaf_count=414 291 705 298 727 271 772 432
internal_value=0 2.79956e-05 -2.26717e-05 2.51102e-05 0.000105278 -1.2518e-05 0.000183367
internal_weight=0 0.00937751 0.00707147 0.00599248 0.0045424 0.0035368 0.00230604
internal_count=3910 3619 2773 2068 1770 1499 846
is_linear=0
shrinkage=0.00196078


Tree=7855
num_leaves=7
num_cat=0
split_feature=50 4 151 2 12 43
split_gain=9.74669e-06 2.01992e-05 2.00975e-05 2.83377e-05 4.07122e-05 4.61177e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.010413282321883443 -0.009359401758669025 0.014086695745391779 -0.022609049110335774 -0.015047516531557845 0.014057052500236165 0.0030876462848027286
leaf_weight=0.0013222578430830178 0.001003154608869814 0.0010444006557525634 0.0010752619995265996 0.0015144309365384247 0.0015287137307939342 0.0019927952323562266
leaf_count=454 731 396 890 437 611 391
internal_value=0 0.00106446 -0.000765159 -0.0031838 0.000724771 -0.00591827
internal_weight=0 0.00847786 0.00743346 0.0061112 0.00459677 0.00306806
internal_count=3910 3179 2783 2329 1892 1281
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=8
num_cat=0
split_feature=1 12 2 4 151 16 2
split_gain=9.88821e-06 2.60494e-05 2.46857e-05 5.79289e-05 4.24236e-05 5.35462e-05 4.892e-05
threshold=0.12864500000000004 0.10129000000000001 0.086545000000000025 -0.0025899999999999994 -0.0088999999999999982 -0.23935499999999996 0.10113500000000002
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=0.0064674779327774656 0.0087948671144705871 -0.015929149191532255 -0.01114764626715898 -0.024521832455651524 0.029111068649942007 0.014857325206019376 -0.012995027334585026
leaf_weight=0.0013583982481535674 0.0011183716124958344 0.0010519968483157357 0.0012148479980306956 0.0010850391555923215 0.0010795848611016789 0.0014273342226390981 0.001129747480535026
leaf_count=1095 331 438 409 277 182 789 389
internal_value=0 -0.00121825 0.000903187 -0.00729372 0.00503151 0.0104362 0.00255184
internal_weight=0 0.00834695 0.00729495 0.00244344 0.00485151 0.00363667 0.00255708
internal_count=3910 3579 3141 1372 1769 1360 1178
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=7
num_cat=0
split_feature=15 42 48 1 16 13
split_gain=1.18171e-05 2.35122e-05 2.07648e-05 3.08872e-05 4.8798e-05 3.75621e-05
threshold=0.090505000000000016 0.088915000000000008 0.087945000000000009 0.085835000000000009 -0.078844999999999985 -0.083514999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.012284558419954383 -0.0099955175163320645 -0.0099751293397736425 -0.0057676512300511434 0.031088919443995514 0.0038611738959389297 -0.013355240514671782
leaf_weight=0.0010495897537325276 0.0010569544779431587 0.0015318556994238152 0.00172329752998099 0.001044427118409678 0.0017801171692418145 0.0012540527802785658
leaf_count=485 719 752 424 323 445 762
internal_value=0 0.00122495 0.00372907 0.00692038 0.0139291 -0.00167319
internal_weight=0 0.00838334 0.00685148 0.00512819 0.00282454 0.00230364
internal_count=3910 3191 2439 2015 768 1247
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=7
num_cat=0
split_feature=0 12 42 0 0 48
split_gain=1.01115e-05 2.12201e-05 2.41898e-05 3.73809e-05 5.46321e-05 2.62986e-05
threshold=0.10302000000000001 0.092365000000000017 0.085195000000000007 -0.10071499999999999 -0.14867499999999997 0.085790000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0064776612301942031 0.008184540199898031 -0.010915950220461551 0.013863553266935053 -0.013546264220577829 0.022827310770485474 -0.015172625483841268
leaf_weight=0.0011152312501894 0.001293754457288695 0.0017994760113304586 0.0012482274582470776 0.0017425234706455049 0.0010955389261820864 0.0011290750225704232
leaf_count=187 210 1076 965 1131 237 104
internal_value=0 -0.00133351 0.0013903 -0.00167312 0.00452155 -0.00441426
internal_weight=0 0.00813007 0.0063306 0.00508237 0.00333985 0.00224431
internal_count=3910 3700 2624 1659 528 291
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=6
num_cat=0
split_feature=52 160 12 52 0
split_gain=1.10111e-05 3.00963e-05 2.5775e-05 5.86221e-05 2.50242e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012 -0.14733499999999997
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0071838479929909535 -0.017467591794293157 -0.0065123229423130514 -0.0096170911734319783 0.019125280722752297 0.01160320125840981
leaf_weight=0.0011045967130444831 0.0010974808900558021 0.0019024122145958626 0.001644136556066155 0.0016790380903671739 0.0019796471644995001
leaf_count=128 924 568 634 594 1062
internal_value=0 -0.00241326 0.00074846 0.00550697 0.00487477
internal_weight=0 0.00632307 0.00522559 0.00358145 0.00308424
internal_count=3910 2720 1796 1162 1190
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=8
num_cat=0
split_feature=11 0 0 2 4 1 15
split_gain=3.47941e-05 5.30485e-05 3.88906e-05 5.9342e-05 3.27136e-05 4.3549e-05 1.89186e-05
threshold=0.076265000000000013 -0.017269999999999997 -0.10071499999999999 0.08400500000000001 0.26048500000000002 0.094385000000000011 0.041585000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-8.5614203951053441e-06 -0.00035103483078080468 0.00032118843816221975 -0.00052032047697300765 0.00020105406295461905 -0.00020819214896648769 0.00046139781714589956 -0.00017764477503859298
leaf_weight=0.0018597030879785592 0.0010254991537910494 0.0019110900980144306 0.0013469777865392513 0.0010082717251072436 0.0011132517790498377 0.001279763931645507 0.0010205124053130946
leaf_count=245 291 325 865 965 239 191 789
internal_value=0 2.90555e-05 -4.41298e-05 -0.000201268 8.06045e-05 0.000183012 1.05622e-05
internal_weight=0 0.00953957 0.00762848 0.00337576 0.00425272 0.00313947 0.00202878
internal_count=3910 3619 3294 2619 675 436 1754
is_linear=0
shrinkage=0.00196078


Tree=7861
num_leaves=7
num_cat=0
split_feature=1 13 13 42 16 0
split_gain=1.03812e-05 2.50184e-05 2.19648e-05 4.03007e-05 2.03113e-05 3.48475e-05
threshold=0.10752500000000002 -0.060719999999999989 -0.032264999999999995 0.084100000000000022 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0031742738946963812 0.016723789027551835 -0.0021974471850561418 -0.013978690697673109 -0.02197220260689816 0.013243373365137916 0.0088715345540160521
leaf_weight=0.0012643613963877092 0.001112502294217142 0.001879254015352765 0.00131806685854516 0.0012850937888053335 0.0012025081594792047 0.0013519893490155639
leaf_count=352 394 365 246 1384 472 697
internal_value=0 0.00483853 -0.0022934 -0.00950121 0.00245177 -0.00240842
internal_weight=0 0.00299176 0.00642202 0.00254946 0.00387256 0.00267006
internal_count=3910 759 3151 1736 1415 943
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=6
num_cat=0
split_feature=3 4 3 49 15
split_gain=1.04813e-05 2.85115e-05 3.16741e-05 1.59669e-05 2.91789e-05
threshold=-0.050194999999999997 0.08734500000000002 -0.088024999999999978 -0.006494999999999999 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.00077358554879249368 -0.0051161111166618221 0.0083474752303609265 -0.0219786707461413 -0.0012252842714114689 0.017255002497231355
leaf_weight=0.001775072383239719 0.0016324876898614255 0.0013536396883376991 0.0011678527493604136 0.0019488971017518431 0.0015213075820423672
leaf_count=812 342 300 1734 505 217
internal_value=0 -0.00366375 -0.00918848 0.00303962 0.00687631
internal_weight=0 0.00429656 0.00294293 0.00510269 0.0034702
internal_count=3910 2846 2546 1064 722
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=8
num_cat=0
split_feature=11 48 0 2 133 43 1
split_gain=2.6132e-05 4.2247e-05 7.78356e-05 4.09998e-05 3.82496e-05 4.74808e-05 2.25954e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.087330000000000019 -0.074254999999999988 0.088785000000000017
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=0.00019922594703495822 -0.00030622004042274334 -8.9763344064415238e-05 0.00057426212458186411 0.00028919984052669698 -0.00046901189424235662 -5.6732043770953237e-05 -0.00042451567893440895
leaf_weight=0.0017689521717494817 0.001004023552369916 0.0013997697282703767 0.0013174635613923602 0.0010832720367272043 0.0010284739637365795 0.0014758396183809914 0.0011370391088470493
leaf_count=622 304 114 591 421 730 791 337
internal_value=0 2.69075e-05 0.000232193 -5.89939e-05 -0.000128711 -4.88374e-05 -0.000216779
internal_weight=0 0.00921081 0.00271723 0.00649358 0.0054103 0.00438183 0.00261288
internal_count=3910 3606 705 2901 2480 1750 1128
is_linear=0
shrinkage=0.00196078


Tree=7864
num_leaves=8
num_cat=0
split_feature=11 48 160 2 4 1 13
split_gain=3.65676e-05 2.82772e-05 3.53737e-05 3.09786e-05 5.59344e-05 5.93876e-05 3.53097e-05
threshold=1.0000000180025095e-35 0.09227500000000001 0.087825000000000014 0.11260500000000001 -0.08422499999999998 0.092550000000000007 -0.0038299999999999996
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=-0.0003496874462777687 -0.00036188193156278442 0.00027725906695881487 -0.00035495722120535003 0.00034351163408807606 4.6539823883367477e-05 -0.00017347335015547419 0.00053222124179648088
leaf_weight=0.0014788189066177789 0.0010103878391331837 0.0015010605142154751 0.0010308169397346247 0.0010554687214243885 0.0010905845358686534 0.0017839260705513706 0.0012185318872058703
leaf_count=510 304 408 343 411 1136 512 286
internal_value=0 3.11761e-05 -1.70582e-05 3.54987e-05 -2.28476e-05 9.52398e-05 0.000302836
internal_weight=0 0.00915921 0.00765815 0.00662733 0.00557186 0.00409304 0.00230912
internal_count=3910 3606 3198 2855 2444 1934 1422
is_linear=0
shrinkage=0.00196078


Tree=7865
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 13 16
split_gain=2.5155e-05 2.98142e-05 7.23555e-05 3.48894e-05 3.34202e-05 3.778e-05 6.80537e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 -0.082904999999999993 -0.094679999999999986 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00017313365232148441 -0.00029841082639321854 -0.00010797891066563481 0.00053227663415154642 0.00027184853599902304 9.9318181635271724e-05 -0.00068406433706332307 -7.8528694077546987e-05
leaf_weight=0.0012379292931773327 0.0010240254724593776 0.0014197389334443362 0.0012999997391510392 0.0011043614127151874 0.0012117644145867058 0.0011567623393594984 0.00186241553139984
leaf_count=438 304 114 591 421 184 943 915
internal_value=0 2.53957e-05 0.000198055 -4.60438e-05 -0.000110238 -0.000193149 -0.000310533
internal_weight=0 0.00929297 0.00271974 0.00657323 0.00546887 0.00423094 0.00301918
internal_count=3910 3606 705 2901 2480 2042 1858
is_linear=0
shrinkage=0.00196078


Tree=7866
num_leaves=8
num_cat=0
split_feature=11 48 0 42 2 43 13
split_gain=1.83099e-05 2.79779e-05 8.44311e-05 3.18079e-05 3.40377e-05 4.17455e-05 6.64409e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.082904999999999993 0.11260500000000001 -0.074254999999999988 -0.09547499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00023148520389606943 -0.0002523397871743283 -0.00014003465047842165 0.00054993994973714596 6.9652738335262222e-05 0.00020534342174351173 4.600553554263154e-05 -0.00058334868322863613
leaf_weight=0.0012868456852866989 0.0010180308916273037 0.0014196329740652632 0.0013120494619270051 0.0015175255066183866 0.0010399938596041269 0.0010607164855534099 0.001645209777395331
leaf_count=486 304 114 591 792 373 142 1108
internal_value=0 2.46672e-05 0.000191366 -4.48515e-05 -0.000112412 -0.000190657 -0.000336643
internal_weight=0 0.00928197 0.00273168 0.00655029 0.00526345 0.00422345 0.00270593
internal_count=3910 3606 705 2901 2415 2042 1250
is_linear=0
shrinkage=0.00196078


Tree=7867
num_leaves=8
num_cat=0
split_feature=11 48 42 160 133 1 1
split_gain=2.27179e-05 2.66914e-05 3.61743e-05 3.71865e-05 4.57316e-05 3.59971e-05 2.23959e-05
threshold=1.0000000180025095e-35 0.09227500000000001 0.086325000000000013 -0.081519999999999995 0.083815000000000014 0.077800000000000022 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00038649613338074472 -0.00028274029779213288 0.00026367111021749999 -0.00025978982242602671 -0.00043056856578428183 0.00032278057323242469 0.00020449491177265333 -0.00016430915834812862
leaf_weight=0.0010631696283392496 0.0010172332927318077 0.0015177627217266149 0.0018499805199174652 0.0010611860422439249 0.0011441766630692993 0.0011349366477747204 0.0014315287848374206
leaf_count=360 304 408 1248 620 417 215 338
internal_value=0 2.60548e-05 -2.08738e-05 5.48742e-05 -1.90116e-05 -0.000126814 -1.21744e-06
internal_weight=0 0.00920274 0.00768498 0.005835 0.00477183 0.00362765 0.00256647
internal_count=3910 3606 3198 1950 1590 1173 553
is_linear=0
shrinkage=0.00196078


Tree=7868
num_leaves=7
num_cat=0
split_feature=52 4 160 2 4 1
split_gain=1.09238e-05 2.63468e-05 2.43503e-05 2.50444e-05 6.81583e-05 2.30811e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 0.11005500000000001 -0.08422499999999998 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0059847744247452234 -0.015933069456459344 0.012688602044085099 -0.025497154894905727 0.011507150515398221 0.011805967484779164 -0.0069921645396354764
leaf_weight=0.0013053934893934686 0.0011019268938118748 0.0017939544836416514 0.0010532422139061825 0.0014677053838749081 0.0016655344701547422 0.0010745918860609722
leaf_count=807 924 383 369 315 809 303
internal_value=0 0.00482369 -0.00241602 0.000415115 -0.00387654 0.00443393
internal_weight=0 0.00309935 0.006363 0.00526107 0.00379337 0.00274013
internal_count=3910 1190 2720 1796 1481 1112
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=7
num_cat=0
split_feature=15 42 16 1 13 0
split_gain=9.52852e-06 2.09226e-05 1.91432e-05 2.79129e-05 1.85959e-05 3.81139e-05
threshold=0.090505000000000016 0.088915000000000008 -0.27337499999999998 0.095575000000000007 -0.082014999999999991 -0.11991499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.0082974825922933915 -0.0090017473540766162 -0.0094745764591042739 0.010665745796774146 0.015625998240984231 0.010780431888150876 -0.014349846685420178
leaf_weight=0.0011544087805654586 0.0010542390964130644 0.0015335333250108786 0.0012741873848091697 0.0019245243932364 0.0010142436382800848 0.0014903143716833035
leaf_count=328 719 752 615 486 109 901
internal_value=0 0.00108479 0.00344611 0.00582315 0.00083053 -0.00417311
internal_weight=0 0.00839121 0.00685768 0.00570327 0.00377875 0.00250456
internal_count=3910 3191 2439 2111 1625 1010
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=8
num_cat=0
split_feature=0 43 15 3 47 2 43
split_gain=8.9631e-06 2.31191e-05 2.63403e-05 3.31105e-05 5.21343e-05 3.18358e-05 2.62702e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 0.079360000000000014 0.12046500000000002 0.09252500000000001 0.089910000000000004 -0.15109999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00049201468093221278 0.0064759340510843564 0.0064143936894900336 -0.011762093149311153 -0.0097958748364868273 -0.0078724426302510322 0.030005793175252534 -0.021870232112688317
leaf_weight=0.0010747784132042484 0.0017264014744778934 0.001093775655861021 0.0011327295032480559 0.0010955243895494414 0.0010827632490891478 0.0011991292441686557 0.0010275982647602517
leaf_count=296 394 295 1096 221 207 483 918
internal_value=0 -0.00149581 0.00185903 0.0053098 0.0102121 0.0187521 -0.0104382
internal_weight=0 0.0077063 0.00560392 0.00447119 0.00337567 0.0022929 0.00210238
internal_count=3910 3516 2302 1206 985 778 1214
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=7
num_cat=0
split_feature=47 0 0 1 12 15
split_gain=1.0065e-05 1.42091e-05 2.52126e-05 4.23226e-05 7.44587e-05 2.66244e-05
threshold=0.09550500000000002 -0.22851499999999997 -0.14136999999999997 0.095575000000000007 0.083715000000000026 0.088190000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0083829838629978105 0.0065927722675264968 -0.017173500066303669 -0.02733606480903944 0.015460185906963728 -0.0041695539905828643 0.015953609332476731
leaf_weight=0.0011904993442923353 0.0018440004720724707 0.0011155920636801873 0.0011334871034829664 0.0012481121474871891 0.0018669178750501578 0.0010149209623695468
leaf_count=126 389 288 323 702 1378 704
internal_value=0 -0.00164611 -0.00351781 -0.00062347 -0.00562287 0.00291739
internal_weight=0 0.00756953 0.00637903 0.00526344 0.00401533 0.00288184
internal_count=3910 3521 3395 3107 2405 2082
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=8
num_cat=0
split_feature=49 2 457 3 3 52 4
split_gain=9.17313e-06 1.8137e-05 2.12482e-05 5.37156e-05 5.1304e-05 3.79845e-05 2.66342e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.078884999999999997 0.048490000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.024985878254940485 0.008828072891792705 0.0087712300016152805 0.0087077575181925722 -0.024441913058398823 0.022086298229899267 0.00096886111899859267 -0.00022682973463378567
leaf_weight=0.0010667305954248174 0.0010396902239137211 0.0015141222755806804 0.0012084994135782082 0.0012236946741698302 0.0010140250349516434 0.0011961199522693138 0.0011323250087872489
leaf_count=1018 378 501 250 164 471 767 361
internal_value=0 -0.00113225 -0.00332406 -0.00590541 -0.000760934 -0.0112665 0.0103148
internal_weight=0 0.00835552 0.00684139 0.0056329 0.0044092 0.00226285 0.00214635
internal_count=3910 3532 3031 2781 2617 1785 832
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=6
num_cat=0
split_feature=0 43 3 160 0
split_gain=1.08396e-05 2.56093e-05 2.45799e-05 2.84623e-05 4.26481e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.074234999999999982 1.0000000180025095e-35 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.011791281312029962 0.006629287726020807 0.012478151907231311 -0.0063879062248345317 -0.016647533601747869 0.018614541090853021
leaf_weight=0.0018973851988047493 0.0019396355595011298 0.001524863595717239 0.0019074375314454659 0.0010430276814310285 0.0010621302924033408
leaf_count=1184 446 1282 337 185 476
internal_value=0 -0.00176499 0.00167047 -0.00243665 0.00255476
internal_weight=0 0.00743484 0.00553746 0.0040126 0.00296957
internal_count=3910 3464 2280 998 813
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 42 43 2
split_gain=4.18563e-05 3.95082e-05 4.57929e-05 4.54168e-05 4.32963e-05 3.92626e-05 4.73104e-05 4.69746e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00040225826480489596 -0.00037763678641102765 -0.00034138136183430208 0.00055365912509265137 -0.00036682828809318899 6.332536976308471e-06 0.0003944825284412442 -0.00032857596355645755 0.00021347739756836595
leaf_weight=0.0010042566389789542 0.0010523529318556138 0.0013404432150275359 0.0011345311439876302 0.0011641269449365211 0.0010890779677838677 0.0010633046159899775 0.0014500464141009885 0.0010669298275272552
leaf_count=413 715 298 169 688 131 354 828 314
internal_value=0 3.4914e-05 -9.48753e-06 5.43592e-05 0.00028559 -5.4014e-05 4.76974e-05 -9.88031e-05
internal_weight=0 0.00931272 0.00830846 0.00696802 0.00222361 0.00474441 0.00358028 0.00251698
internal_count=3910 3195 2782 2484 300 2184 1496 1142
is_linear=0
shrinkage=0.00196078


Tree=7875
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 42 43 4
split_gain=2.73902e-05 4.1147e-05 5.04127e-05 6.47484e-05 4.72007e-05 3.37794e-05 6.20862e-05 1.83304e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.27337499999999998 -0.10575999999999998 0.084905000000000022 0.084685000000000024 -0.016244999999999996 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8
right_child=-2 2 3 5 -6 -7 7 -9
leaf_value=0.00039570653980937998 -0.00030911735714086026 -0.00034190091076878099 0.00062328271761391877 -0.00058244500552685058 4.4885134281458513e-05 0.00016559478072006621 -0.00018424350116968079 0.00018670678222826949
leaf_weight=0.0010306224245429851 0.0010409736226921111 0.0015236498432092049 0.0010768614857983184 0.0010526299447356511 0.0010930379621508952 0.0014684013231615941 0.0010122240370874554 0.001036685652593761
leaf_count=413 715 311 163 574 131 998 319 286
internal_value=0 2.6281e-05 -1.97938e-05 5.30237e-05 0.000331928 -7.94056e-05 -0.000195399 3.446e-06
internal_weight=0 0.00929411 0.00826349 0.00673984 0.0021699 0.00456994 0.00310154 0.00204891
internal_count=3910 3195 2782 2471 294 2177 1179 605
is_linear=0
shrinkage=0.00196078


Tree=7876
num_leaves=8
num_cat=0
split_feature=11 3 47 15 150 43 3
split_gain=3.12967e-05 2.86265e-05 2.78882e-05 3.26889e-05 4.78966e-05 7.35772e-05 3.10646e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 -0.096369999999999983 0.086420000000000011 -0.078454999999999983 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.000318114575667421 -0.00033489215661043761 0.00031051995068494969 -0.00022699522906526984 0.00049497887261163917 -0.00039919687226944346 -0.00031621885930060024 0.00011072673395203933
leaf_weight=0.0011450165849875319 0.0010143044412874959 0.0014197970138730776 0.0018165298816050458 0.0011243499034108385 0.0010459758297117231 0.0013220366035636573 0.001299002582512664
leaf_count=222 304 500 371 713 322 1308 170
internal_value=0 2.80766e-05 -1.32925e-05 4.92075e-05 -2.82257e-05 7.53756e-05 -0.000104622
internal_weight=0 0.00917271 0.00802769 0.00621116 0.00479136 0.00374539 0.00262104
internal_count=3910 3606 3384 3013 2513 2191 1478
is_linear=0
shrinkage=0.00196078


Tree=7877
num_leaves=7
num_cat=0
split_feature=50 42 51 16 15 48
split_gain=9.84766e-06 2.08313e-05 3.04171e-05 3.66302e-05 3.59299e-05 3.21455e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.0078499999999999976 0.087945000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.010358738085619826 -0.0093493168739481429 -0.012387436503035754 0.0059918116487304501 0.026329349446237556 0.0045689520386383194 -0.015930498619254756
leaf_weight=0.0013381363196667525 0.0010145987329377932 0.0010575700197766871 0.0017945054753306976 0.0012833809019469899 0.0018563390268837602 0.0010663450803920452
leaf_count=862 755 478 540 461 689 125
internal_value=0 0.00108084 0.00324965 0.0060056 0.0134637 -0.00217945
internal_weight=0 0.00839628 0.00705814 0.00600057 0.00313972 0.00286085
internal_count=3910 3155 2293 1815 1150 665
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=8
num_cat=0
split_feature=43 3 12 3 1 4 13
split_gain=1.03997e-05 4.08682e-05 3.55058e-05 3.54481e-05 2.22452e-05 4.70416e-05 8.47422e-06
threshold=-0.074254999999999988 -0.076734999999999984 0.089995000000000006 -0.018854999999999997 0.094485000000000013 0.074650000000000008 -0.057284999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.010196076213535339 0.016436347350707512 0.019853708457191102 -0.01617303773865841 -0.012400070216627264 0.018765227865606613 -0.011675405961390788 0.0027053268132546803
leaf_weight=0.0010338126418213221 0.0012210719896963507 0.0011324713797894789 0.001441066667673613 0.00153289720583575 0.0010162106002114205 0.0010144380370213416 0.0010031553809781452
leaf_count=732 781 418 922 251 178 222 406
internal_value=0 0.00462441 -0.00241243 0.00173209 -0.00330642 0.0035582 -0.00384246
internal_weight=0 0.00316944 0.00622568 0.00478462 0.00356355 0.00203065 0.00203697
internal_count=3910 1556 2354 1432 651 400 1138
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=9
num_cat=0
split_feature=11 3 13 47 1 3 2 0
split_gain=3.1577e-05 5.13431e-05 3.2061e-05 8.48817e-05 4.34742e-05 4.92298e-05 4.02018e-05 4.00126e-05
threshold=0.077330000000000024 -0.10628499999999998 -0.23438999999999996 0.10887000000000001 0.094485000000000013 0.090325000000000003 0.092635000000000009 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00039193407126224901 -0.00033513757637901656 0.000260188401629617 0.00031384671676235108 -0.00059835615219544622 0.00051925541237889941 -4.9131752748131386e-05 -0.00045408680897397529 -0.0001668796366812143
leaf_weight=0.0012983736848631846 0.0010121074132627495 0.0012784744528588007 0.0010171652476971857 0.0010293227345726831 0.001113360163434042 0.001236566495094788 0.0010102389336552079 0.0019263502144035685
leaf_count=247 279 200 100 192 506 151 705 1530
internal_value=0 2.84578e-05 -2.63444e-05 -7.63001e-05 8.94601e-06 0.000220162 -0.000116591 -7.59177e-07
internal_weight=0 0.00990985 0.00861148 0.007333 0.00630368 0.00234993 0.00395375 0.00294352
internal_count=3910 3631 3384 3184 2992 657 2335 1630
is_linear=0
shrinkage=0.00196078


Tree=7880
num_leaves=10
num_cat=0
split_feature=11 13 39 0 16 151 3 0 12
split_gain=3.32806e-05 2.59793e-05 4.87003e-05 7.59783e-05 4.82631e-05 3.71902e-05 4.46676e-05 3.00928e-05 1.18462e-05
threshold=0.076265000000000013 -0.091229999999999992 1.0000000180025095e-35 -0.053834999999999994 0.011450000000000002 -0.0088999999999999982 0.084925000000000014 -0.084304999999999977 0.08870500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 8 -1 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-1.8467240787043829e-05 -0.00035082055139036989 -0.00039978721724648862 0.00036689006115662098 -0.00054910614470564921 0.0003897901835627377 -0.00031011194912241387 0.00031313587562080192 0.00044722708793886915 -1.0054056137666329e-05
leaf_weight=0.0010827029762654711 0.0010293608736790154 0.001092619904044901 0.0010085381209561043 0.0011684073168690178 0.0010060530004950829 0.0010163028146976377 0.0012292323617185824 0.0010516767641040755 0.0010071749628475044
leaf_count=370 291 336 373 328 427 710 106 128 841
internal_value=0 2.00507e-05 -3.40846e-05 -9.61109e-05 2.79498e-06 -8.68041e-05 1.83302e-05 0.000210995 -0.00016076
internal_weight=0 0.00966271 0.00752833 0.00651979 0.00535138 0.00434533 0.00325271 0.00213438 0.00202348
internal_count=3910 3619 3121 2748 2420 1993 1657 498 1551
is_linear=0
shrinkage=0.00196078


Tree=7881
num_leaves=8
num_cat=0
split_feature=11 0 2 16 16 4 2
split_gain=2.68894e-05 3.512e-05 2.61443e-05 6.23397e-05 4.66736e-05 3.3041e-05 5.65889e-05
threshold=0.076265000000000013 -0.017269999999999997 0.081110000000000015 -0.055679999999999993 -0.0083999999999999995 -0.0031049999999999997 0.11203000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=7.978086869884006e-05 -0.00030665202604553994 0.00026784070338555736 -0.0003425510397077839 -0.00057192550207413437 0.00036653831304367596 0.00026841317860774113 -0.00031486826265386995
leaf_weight=0.0012941833223915052 0.0010074052875275732 0.0019091191442873658 0.0011351466689232263 0.0010006227895243542 0.0013128119987929326 0.0017473303811385687 0.0010086336738933687
leaf_count=449 291 325 1073 389 711 424 248
internal_value=0 3.04086e-05 -3.00398e-05 -0.000204388 4.68435e-05 -6.10175e-05 5.49426e-05
internal_weight=0 0.00940785 0.00749873 0.00229481 0.00520392 0.00389111 0.00275596
internal_count=3910 3619 3294 838 2456 1745 672
is_linear=0
shrinkage=0.00196078


Tree=7882
num_leaves=7
num_cat=0
split_feature=4 4 1 1 3 3
split_gain=1.18995e-05 1.68654e-05 2.18225e-05 1.6909e-05 4.56431e-05 4.37824e-05
threshold=0.25367000000000006 0.055260000000000011 0.10420500000000001 0.086560000000000012 0.084925000000000014 -0.100615
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0083940081141918345 0.0072052304232134547 -0.011556058682604849 0.013692375608845212 -0.010359272371125295 0.019300148640565101 -0.018624873843732695
leaf_weight=0.001145820568085068 0.0018228247288590077 0.0014350107329418249 0.0010395259325602169 0.0016984913943070626 0.0010430957333397231 0.0012584220171470621
leaf_count=254 534 362 349 717 82 1612
internal_value=0 -0.00178898 0.000477001 -0.00219268 0.00183097 -0.00574814
internal_weight=0 0.00762037 0.00618536 0.00514583 0.00344734 0.00240424
internal_count=3910 3376 3014 2665 1948 1866
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=8
num_cat=0
split_feature=11 48 13 42 52 1 52
split_gain=1.98646e-05 2.45453e-05 3.2034e-05 5.15616e-05 4.22607e-05 3.71864e-05 2.80859e-05
threshold=1.0000000180025095e-35 0.09227500000000001 -0.016579999999999998 0.086325000000000013 0.089525000000000007 0.092550000000000007 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=3.5832554932544725e-05 -0.0002650632355135259 0.0002520386863233399 -8.9954252308923225e-05 -0.00047760502610654328 0.00042917110558742162 -0.00026044391628792695 0.00035766701393264236
leaf_weight=0.0018298028365323494 0.0010170887222782461 0.0015133573731100141 0.0010275885756749006 0.001276647432426826 0.0010450199078661012 0.0014579579499639397 0.0011332719416881625
leaf_count=716 304 408 259 1174 272 330 447
internal_value=0 2.35825e-05 -2.0912e-05 -0.000175173 8.18369e-05 -1.84641e-05 0.000144803
internal_weight=0 0.00928365 0.00777029 0.00310645 0.00466384 0.00361882 0.00216086
internal_count=3910 3606 3198 1890 1308 1036 706
is_linear=0
shrinkage=0.00196078


Tree=7884
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 0 13 12
split_gain=1.82316e-05 3.59322e-05 5.19806e-05 4.76299e-05 4.47856e-05 3.34694e-05 2.26598e-05 5.40163e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -0.076734999999999984 -0.070604999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00037276836800454268 -0.00025182550331506037 -0.00037728777191056636 0.00055451009048698024 -0.00029767096590370184 -2.1696137703106884e-06 0.00028225535690582746 0.00024166313406728538 -0.00039437062117677729
leaf_weight=0.0010015688833654645 0.0010394782333239894 0.001319120131491454 0.0011427501164401098 0.0015735579299359509 0.00108146764788946 0.0010829895095944312 0.0010536310743501083 0.00100115831711392
leaf_count=413 715 298 169 1343 131 213 196 432
internal_value=0 2.20455e-05 -2.05089e-05 4.73493e-05 0.000283839 -6.42974e-05 5.27367e-05 -6.82326e-05
internal_weight=0 0.00925624 0.00825467 0.00693555 0.00222422 0.00471134 0.00313778 0.00205479
internal_count=3910 3195 2782 2484 300 2184 841 628
is_linear=0
shrinkage=0.00196078


Tree=7885
num_leaves=8
num_cat=0
split_feature=43 3 12 3 15 15 3
split_gain=9.98056e-06 3.45779e-05 3.17174e-05 3.21221e-05 2.05948e-05 2.48465e-05 1.6222e-05
threshold=-0.074254999999999988 -0.076734999999999984 0.089995000000000006 -0.018854999999999997 -0.074174999999999977 -0.10469999999999999 -0.10628499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 -1
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=0.0058789499548967672 0.015463899650545036 0.018476074969996648 -0.015345350916119405 -0.0074379279658774141 -0.013008653865119299 0.013678262954948645 -0.011889844202239855
leaf_weight=0.0010004360277727521 0.001231198352800624 0.0011383765887454365 0.0014491870620008084 0.0011681032998789799 0.0013502160319448704 0.0010655246470677362 0.0010562465206596101
leaf_count=232 781 418 922 233 295 123 906
internal_value=0 0.00449307 -0.00237498 0.00152873 -0.00325858 0.00263529 -0.00324654
internal_weight=0 0.00319506 0.00626423 0.00481504 0.00358384 0.00223363 0.00205668
internal_count=3910 1556 2354 1432 651 356 1138
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=6
num_cat=0
split_feature=4 1 3 43 13
split_gain=1.08549e-05 1.76787e-05 3.17186e-05 3.20743e-05 3.47419e-05
threshold=0.24280000000000004 0.11215000000000001 0.094625000000000015 -0.073139999999999983 -0.003375
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0065691534456109009 0.0066782112104876949 -0.011724556258796254 0.014378265123184231 -0.024948641284182324 -0.0017347928875028847
leaf_weight=0.0019778256891291868 0.0019125183285006418 0.0014395683625117051 0.001310753943260301 0.0010053808498492528 0.0017970880872773274
leaf_count=1260 549 290 158 1203 450
internal_value=0 -0.00175812 0.00059736 -0.00318136 -0.0100627
internal_weight=0 0.00753062 0.00609105 0.00478029 0.00280247
internal_count=3910 3361 3071 2913 1653
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=8
num_cat=0
split_feature=15 16 52 16 15 15 15
split_gain=9.12673e-06 3.37128e-05 3.77846e-05 4.26188e-05 3.0387e-05 4.853e-05 4.03964e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.10433000000000002 0.15737500000000001 -0.0063699999999999989 0.079360000000000014 -0.096369999999999983
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=0.0082562784160320271 -0.016637012015658592 0.0080270444613572273 0.01835498472075479 -0.015834392917790555 0.026974343635789606 -0.0022030209887648872 -0.019862253690037284
leaf_weight=0.0011612618885828438 0.001209522775552134 0.0010785536333215264 0.0011115902138075801 0.0015752103639360459 0.0010603473971337264 0.0012328582409109692 0.0010017180108394307
leaf_count=459 298 214 540 555 199 1013 632
internal_value=0 -0.001211 0.00143169 -0.00173065 0.00334914 0.0112882 -0.00540255
internal_weight=0 0.0082698 0.00706028 0.00594869 0.00437348 0.00229321 0.00208027
internal_count=3910 3451 3153 2613 2058 1212 846
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=7
num_cat=0
split_feature=52 12 12 3 1 3
split_gain=1.06254e-05 2.59551e-05 2.79513e-05 3.34039e-05 2.89284e-05 4.17483e-05
threshold=0.11401500000000002 0.095000000000000015 0.086935000000000012 -0.018854999999999997 0.11052000000000002 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.014648876481703177 -0.008364387915247528 0.011848835496093843 -0.014194884261804161 -0.0088164911144291355 -0.016832273607895454 0.018194756848254268
leaf_weight=0.0014369196370514199 0.0013185601654549387 0.0018148284648996085 0.0013981111279043725 0.0013298979891673774 0.0011053825784376049 0.0010043201972308527
leaf_count=907 647 696 935 263 292 170
internal_value=0 0.00131641 -0.00172991 0.00184383 -0.00350557 0.00280536
internal_weight=0 0.00808946 0.00627463 0.00487652 0.0034396 0.00233422
internal_count=3910 3263 2567 1632 725 433
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=8
num_cat=0
split_feature=50 156 42 160 133 16 0
split_gain=1.71017e-05 2.16675e-05 2.4174e-05 2.98677e-05 5.04904e-05 9.25734e-05 2.41731e-05
threshold=0.086465000000000014 0.083820000000000019 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 0.15100500000000003 -0.13870499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00017906728261401708 -0.00024663909547678793 -0.00024957761517113003 0.00027883379336622648 -0.00016066534228453385 -0.00020613021023831472 0.0007849587614646719 -6.6291812573470945e-05
leaf_weight=0.0013788640536613493 0.0010133885327174652 0.0010005534562281407 0.0015380561122151199 0.0012874738593017937 0.001073294611414163 0.0010168105367322358 0.001583637927237059
leaf_count=799 715 525 233 273 562 180 623
internal_value=0 2.22238e-05 5.67436e-05 0.000106772 0.000172838 0.000271121 0.000103751
internal_weight=0 0.00887869 0.00787814 0.00649927 0.0052118 0.0041385 0.00312169
internal_count=3910 3195 2670 1871 1598 1036 856
is_linear=0
shrinkage=0.00196078


Tree=7890
num_leaves=7
num_cat=0
split_feature=4 2 16 16 160 43
split_gain=9.54225e-06 4.09101e-05 2.44019e-05 2.32799e-05 3.65383e-05 5.02295e-05
threshold=0.15927500000000003 0.10836000000000003 -0.092424999999999993 -0.072804999999999981 -0.026849999999999995 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.013835360180337528 0.019243138487160454 -0.0067821497478615031 0.014564766728048021 0.013199027932830266 0.0061102164991518534 -0.018339780851717967
leaf_weight=0.0013788469167487494 0.001132308888923472 0.0012945508129802263 0.001033947117530327 0.0011682263479680056 0.0015312827650580101 0.0018618702302007021
leaf_count=500 289 321 805 718 579 698
internal_value=0 0.00536057 -0.00191966 0.00101671 -0.00205428 -0.00730584
internal_weight=0 0.00242686 0.00697417 0.00559533 0.00456138 0.00339315
internal_count=3910 610 3300 2800 1995 1277
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=8
num_cat=0
split_feature=11 48 42 0 4 16 15
split_gain=3.76757e-05 3.51419e-05 3.86332e-05 4.38599e-05 5.14277e-05 3.82044e-05 2.03973e-05
threshold=0.076265000000000013 0.09227500000000001 0.086325000000000013 -0.017269999999999997 0.080255000000000007 -0.088504999999999986 -0.0089749999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00022216619122708241 -0.0003634006809226439 0.00030112466118130984 -0.000258422636427684 0.00036921239851599749 -0.00036394822593376801 2.8730788287592392e-05 0.00039897706652016574
leaf_weight=0.0010054493266138439 0.0010147453436191488 0.0015796671495265568 0.0019546348409928424 0.001355894067769284 0.0012916051758088058 0.0010246605628057037 0.0012951685594542843
leaf_count=306 291 409 1255 208 289 486 666
internal_value=0 3.40689e-05 -1.91464e-05 5.91585e-05 -3.18987e-05 9.70761e-05 0.000235441
internal_weight=0 0.00950708 0.00792741 0.00597278 0.00461688 0.00332528 0.00231983
internal_count=3910 3619 3210 1955 1747 1458 1152
is_linear=0
shrinkage=0.00196078


Tree=7892
num_leaves=7
num_cat=0
split_feature=160 133 43 3 0 0
split_gain=9.55222e-06 6.24647e-05 2.29581e-05 7.8362e-05 4.88679e-05 3.84463e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.10071499999999999 -0.22851499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.0063248552524697993 -0.020806792961615955 -0.0050155920796313806 0.028062993008347043 -0.0043589082048397145 -0.016152612500527484 0.022300558435462692
leaf_weight=0.0019236199974151831 0.0010686691252690273 0.0016126025825564834 0.0014639372416378649 0.0010627453105258311 0.0011703905640225421 0.0011017282427999448
leaf_count=1218 848 457 714 111 390 172
internal_value=0 0.00157627 0.00530713 0.00877601 0.000309422 0.0092109
internal_weight=0 0.00748007 0.0064114 0.0047988 0.00333486 0.00216447
internal_count=3910 2692 1844 1387 673 283
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=7
num_cat=0
split_feature=13 39 0 151 43 0
split_gain=1.00883e-05 3.49479e-05 2.85986e-05 3.22594e-05 3.07243e-05 5.29809e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.053834999999999994 -0.0088999999999999982 -0.074254999999999988 -0.15291499999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0086925028294244592 -0.014589624451326647 0.016246605635413389 -0.016675738364779549 0.015825041131989414 0.014631308733435419 -0.012049955151950417
leaf_weight=0.0011606612434176882 0.0012918049230518846 0.0010006428299497751 0.0013741497590948996 0.0013716995966101845 0.0011882065038043184 0.0019917661334434913
leaf_count=210 470 419 468 832 145 1366
internal_value=0 -0.0012671 -0.00369517 -0.000642669 0.0033156 -0.00208042
internal_weight=0 0.00821827 0.00721763 0.00584348 0.00455167 0.00317997
internal_count=3910 3700 3281 2813 2343 1511
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=9
num_cat=0
split_feature=11 3 15 3 43 160 3 0
split_gain=2.65087e-05 2.42038e-05 2.85282e-05 0.00011934 4.07319e-05 3.37176e-05 6.67058e-05 1.73632e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088190000000000004 -0.076734999999999984 -0.049504999999999987 -0.025614999999999995 0.094625000000000015 -0.18087499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=0.00029462546250020677 -0.00030465691756504905 -0.00065363563982168442 0.00025353445623352511 0.00037473624430748264 0.00027004047119758793 -0.00047339848184125151 -9.2810617812913893e-05 0.00026734547525542491
leaf_weight=0.0011577719292464378 0.0010129348595920426 0.0010923259443632862 0.0013336011230458272 0.0012012356078325804 0.0010764468747825337 0.0013156263426211574 0.0010040706927609004 0.0010558095105969484
leaf_count=222 304 1337 836 450 227 266 106 162
internal_value=0 2.94831e-05 -8.51289e-06 -6.03201e-05 5.4322e-05 -3.21328e-05 -0.000128496 9.17905e-05
internal_weight=0 0.00923689 0.00807912 0.00674551 0.00565319 0.00445195 0.00337551 0.00205988
internal_count=3910 3606 3384 2548 1211 761 534 268
is_linear=0
shrinkage=0.00196078


Tree=7895
num_leaves=8
num_cat=0
split_feature=11 0 42 43 52 1 4
split_gain=2.71631e-05 3.29486e-05 3.9318e-05 7.36464e-05 3.04916e-05 2.92235e-05 7.00043e-05
threshold=0.076265000000000013 -0.017269999999999997 0.091230000000000019 -0.084699999999999984 1.0000000180025095e-35 0.10915500000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00057919377175695021 -0.00031767570961322854 0.000251650018926618 0.00027059813738214742 -0.0002877867601554651 0.00022635945954190077 -0.00038402559205662543 0.00035954992325612083
leaf_weight=0.0010401135881032003 0.0010119649245638523 0.001891931197720932 0.0013099940367496347 0.001413772056484873 0.0015165255626499361 0.0010309088865273742 0.0011769859570811836
leaf_count=653 291 325 770 648 810 217 196
internal_value=0 2.04541e-05 -3.7958e-05 -0.000103381 -7.0638e-06 -0.000104807 6.29944e-06
internal_weight=0 0.00938023 0.0074883 0.00617831 0.00513819 0.00362167 0.00259076
internal_count=3910 3619 3294 2524 1871 1061 844
is_linear=0
shrinkage=0.00196078


Tree=7896
num_leaves=7
num_cat=0
split_feature=52 0 1 2 0 4
split_gain=9.16639e-06 2.82043e-05 3.50488e-05 4.63582e-05 3.75029e-05 2.38569e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.097940000000000013 -0.084304999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.019184898387579981 -0.0077862680063297413 0.013112565515501643 -0.013547244002760965 0.021639410571402198 0.010985338060135349 0.0012068068839972855
leaf_weight=0.001286317253722575 0.0013153069178433946 0.0015984842516665451 0.001806667256343048 0.0010254120240953358 0.0013268615092528425 0.0010356581101807912
leaf_count=903 647 378 429 473 876 204
internal_value=0 0.00121571 -0.00171859 0.00285336 -0.00242598 -0.0100897
internal_weight=0 0.0080794 0.00648092 0.00467425 0.00364884 0.00232198
internal_count=3910 3263 2885 2456 1983 1107
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=8
num_cat=0
split_feature=1 12 52 47 13 42 0
split_gain=1.0685e-05 2.54378e-05 2.59883e-05 4.34173e-05 3.16863e-05 4.66419e-05 3.1723e-05
threshold=0.12864500000000004 0.10129000000000001 -0.092084999999999986 0.09252500000000001 -0.086679999999999993 0.060615000000000009 -0.099864999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.013433694274325773 0.0091946649599661239 -0.015860709674687265 -0.0073291028967963669 -0.01566809660040145 0.01296138691015911 0.029653800786183085 -0.0085394102532231047
leaf_weight=0.001084983972630048 0.0011052355395332588 0.0010445747491482681 0.0011779802011334575 0.0010038014110138795 0.0018343658539732878 0.0010302854229990665 0.0010963672144596972
leaf_count=623 331 438 542 209 282 773 712
internal_value=0 -0.00127397 0.000834133 0.00335422 0.00706985 0.011352 0.00491809
internal_weight=0 0.00827236 0.00722778 0.0061428 0.005139 0.00396102 0.00293073
internal_count=3910 3579 3141 2518 2309 1767 994
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=7
num_cat=0
split_feature=11 0 43 13 2 2
split_gain=2.99088e-05 3.45908e-05 4.02611e-05 2.86877e-05 3.60324e-05 6.28975e-05
threshold=0.076265000000000013 -0.017269999999999997 -0.079374999999999987 -0.070604999999999987 0.11230000000000001 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00028481731437716366 -0.00032537997883429963 0.00026827515611168218 0.00027670707454280808 -0.00020772579212325091 -0.00034770953429634477 0.00035887869321304044
leaf_weight=0.0018052094291952318 0.0010094738121512693 0.0018709802033373595 0.0015707140143997392 0.0015161011215898764 0.001052083862289182 0.0014969780386742439
leaf_count=1110 291 325 963 520 208 493
internal_value=0 2.99494e-05 -2.9975e-05 5.16527e-05 -3.53047e-05 7.37784e-05
internal_weight=0 0.00931207 0.00744109 0.00563588 0.00406516 0.00301308
internal_count=3910 3619 3294 2184 1221 1013
is_linear=0
shrinkage=0.00196078


Tree=7899
num_leaves=7
num_cat=0
split_feature=1 4 0 4 2 2
split_gain=9.94685e-06 2.94636e-05 2.10883e-05 6.80778e-05 2.99181e-05 2.86244e-05
threshold=0.11235500000000002 0.18622000000000002 -0.17106499999999999 -0.0021099999999999995 0.085255000000000011 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0084014901979687692 -0.0048637865345664008 0.017861835598610862 0.017405680962441172 -0.019951093566831026 -0.015265216832329892 0.0063235862663104285
leaf_weight=0.0015533739719705668 0.0012291379853555174 0.0010646469546380492 0.0010643981737220956 0.0019277505915450436 0.0010445425749624957 0.0014905568467208491
leaf_count=183 281 350 918 762 930 486
internal_value=0 0.00568418 -0.00189291 -0.00478605 0.00333576 -0.0025717
internal_weight=0 0.00229378 0.00708062 0.00552725 0.0035995 0.0025351
internal_count=3910 631 3279 3096 2334 1416
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=8
num_cat=0
split_feature=43 4 0 160 43 4 16
split_gain=9.90276e-06 3.39988e-05 5.43589e-05 1.80142e-05 2.83235e-05 3.47074e-05 4.77035e-05
threshold=-0.24333999999999997 -0.34687499999999999 -0.060094999999999989 -1.0000000180025095e-35 -0.07526999999999999 0.0057500000000000008 -0.27337499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.0091501393712097763 -0.01418776384748608 -0.010364912948892054 0.025387400046565652 0.015837118027588488 -0.013825874321817861 -0.0086374221212712054 0.02130338485128026
leaf_weight=0.0010572852523905571 0.0012342112808879065 0.0012677124002331615 0.0010012364715807978 0.0012709631430165872 0.0013965181323800299 0.0010552221565950711 0.0010734816468526531
leaf_count=209 279 991 385 596 1037 212 201
internal_value=0 0.00112576 0.00380089 0.000236642 0.00303881 -0.00157542 0.00646139
internal_weight=0 0.00829935 0.00706513 0.0060639 0.00479619 0.00352522 0.0021287
internal_count=3910 3701 3422 3037 2046 1450 413
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=8
num_cat=0
split_feature=13 39 0 15 2 12 0
split_gain=1.06813e-05 2.56857e-05 2.69917e-05 3.17667e-05 5.14736e-05 3.5407e-05 3.38291e-05
threshold=-0.23438999999999996 0.0042750000000000002 -0.053834999999999994 -0.11739999999999999 0.092865000000000017 0.088285000000000016 -0.11287999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0089439052135828791 -0.016039295543691233 0.013682683303423366 -0.016033869405683278 0.013157040560265856 -0.014694084699880886 0.022020228744581302 -0.011736018723401687
leaf_weight=0.0011611664369515712 0.0010637186182454548 0.0010030468174519998 0.0013687661844575269 0.0011525145206678173 0.0012120778114067853 0.0013365199200147107 0.0010372544498951025
leaf_count=210 294 422 468 129 633 861 893
internal_value=0 -0.00130574 -0.0034023 -0.000422392 0.00308346 0.00919406 0.00136564
internal_weight=0 0.0081739 0.00717085 0.00580209 0.00473837 0.00352629 0.00218977
internal_count=3910 3700 3278 2810 2516 1883 1022
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=8
num_cat=0
split_feature=2 160 16 0 12 42 4
split_gain=1.15711e-05 3.453e-05 2.91294e-05 4.99363e-05 3.95462e-05 2.6878e-05 1.14644e-05
threshold=0.086545000000000025 0.088785000000000017 -0.50388999999999984 -0.13506999999999997 0.085945000000000008 0.084100000000000022 0.0082450000000000006
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.005762989799239949 0.013598851430375558 0.018941674788188992 -0.023723585383606874 0.015924018188440702 -0.0081001619769875688 -0.018387523061984681 0.0083380809335356475
leaf_weight=0.0011702469623822455 0.0010787228880289558 0.0010629451004058217 0.00103948948276895 0.0011754277115084239 0.001642829122016895 0.001008399974579275 0.0011365002524170809
leaf_count=637 189 290 229 488 1104 780 193
internal_value=0 0.00259247 -0.000927925 -0.00498998 0.00191975 -0.00476898 0.0011844
internal_weight=0 0.00599941 0.00493647 0.00385775 0.00281826 0.00331515 0.00230675
internal_count=3910 2300 2010 1821 1592 1610 830
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=9
num_cat=0
split_feature=11 2 3 1 16 4 3 16
split_gain=2.55352e-05 2.93762e-05 3.11854e-05 3.64523e-05 3.10877e-05 3.94103e-05 2.73291e-05 2.57066e-05
threshold=1.0000000180025095e-35 0.086545000000000025 -0.090254999999999988 0.084795000000000023 -0.088504999999999986 -0.0010999999999999996 0.11265500000000002 0.0015250000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 7 -1 -6 -5 -4
right_child=-2 2 3 6 5 -7 -8 -9
leaf_value=-0.00040259455139781612 -0.0003003415759070024 0.00042299025744137653 -0.00037500887863218716 0.00039341705299020079 0.00029239647905220133 -0.00023500035777353236 6.0621136088673069e-06 6.5031598937149979e-05
leaf_weight=0.0010343122854842065 0.0010126890601534757 0.0010155686744576526 0.0010173513910437533 0.001333983660625938 0.0010168987475712395 0.0011732486575097448 0.0014740942070732969 0.0010243146174254102
leaf_count=406 304 313 871 328 895 206 256 331
internal_value=0 2.79034e-05 0.000110552 4.51251e-05 -0.000122434 9.8732e-06 0.000190076 -0.000154238
internal_weight=0 0.00908977 0.00586531 0.00484974 0.00322446 0.00219015 0.00280808 0.00204167
internal_count=3910 3606 2099 1786 1507 1101 584 1202
is_linear=0
shrinkage=0.00196078


Tree=7904
num_leaves=8
num_cat=0
split_feature=15 16 52 4 4 3 3
split_gain=1.08167e-05 3.04986e-05 2.56672e-05 4.5349e-05 3.68548e-05 2.94104e-05 2.17682e-05
threshold=-0.15202999999999997 -0.42360999999999993 0.11110500000000002 -0.34687499999999999 -0.082054999999999975 0.090325000000000003 -0.016619999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.0091030165892367829 -0.01764444437556489 -0.020737565575254968 0.015730372782952261 0.018228825072356701 -0.00089386884503583192 0.010843153025437188 -0.019110567163956135
leaf_weight=0.0011384234949995053 0.0010018622061276072 0.0010171074701107565 0.0010132966988269116 0.0011406024959967204 0.0017276019540927061 0.0012134579832972009 0.0010575008023797595
leaf_count=459 259 245 497 611 1498 137 204
internal_value=0 -0.00130139 0.000982356 -0.00144511 0.00237312 -0.00214977 -0.00781073
internal_weight=0 0.00817143 0.00716957 0.00615627 0.00513916 0.00399856 0.0027851
internal_count=3910 3451 3192 2695 2450 1839 1702
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=9
num_cat=0
split_feature=50 15 47 3 150 49 12 16
split_gain=3.74944e-05 3.14516e-05 3.01456e-05 6.32542e-05 3.87727e-05 5.05709e-05 6.35177e-05 1.90543e-05
threshold=0.086465000000000014 -0.14868999999999996 0.096175000000000024 0.10420500000000001 0.086420000000000011 -1.0000000180025095e-35 0.086935000000000012 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00036134457347438841 -0.00036351467213232219 0.0004108468749946242 -0.00028827180053982772 0.00041416143057622368 -0.00038717818795468438 0.00031318480976489992 -0.00042538802286557089 -6.3950063209146043e-05
leaf_weight=0.0010017885326287336 0.0010161863055861047 0.001025604230603233 0.0012401820958656924 0.0014096472563959348 0.0010661483650697317 0.0010473619988048718 0.0013029167114603098 0.0010134482402268706
leaf_count=428 715 254 227 176 287 319 1135 369
internal_value=0 3.35829e-05 -6.92737e-06 4.38974e-05 -5.17756e-05 2.96922e-05 -8.65223e-05 0.000127721
internal_weight=0 0.0091071 0.00810531 0.00686513 0.00545548 0.00438933 0.00336373 0.00206081
internal_count=3910 3195 2767 2540 2364 2077 1823 688
is_linear=0
shrinkage=0.00196078


Tree=7906
num_leaves=8
num_cat=0
split_feature=11 0 43 160 0 15 2
split_gain=3.19518e-05 2.56694e-05 3.44359e-05 3.60261e-05 4.75145e-05 6.22302e-05 2.10909e-05
threshold=0.076265000000000013 -0.017269999999999997 -0.079374999999999987 0.041025000000000006 -0.10209999999999998 -0.031229999999999997 0.10836000000000003
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=-0.00026014478729367792 -0.00033884819574539075 0.00023097317459518947 0.00012716681033404537 -0.00024625435163315809 0.00069765265830254691 3.5990358102109848e-05 -0.00024939991816423721
leaf_weight=0.0018018593863237398 0.0010122171159727316 0.0019064239068535558 0.0011164835647520278 0.0012327349999421786 0.0010045861768118052 0.0011984675352209283 0.0011722105678919821
leaf_count=1110 291 325 205 274 490 1039 176
internal_value=0 2.77371e-05 -2.37426e-05 5.06683e-05 0.000132157 0.000337706 -6.5701e-05
internal_weight=0 0.00943277 0.00752634 0.00572448 0.00449175 0.00220305 0.00228869
internal_count=3910 3619 3294 2184 1910 1529 381
is_linear=0
shrinkage=0.00196078


Tree=7907
num_leaves=9
num_cat=0
split_feature=50 43 16 1 48 0 12 48
split_gain=3.56742e-05 4.71052e-05 6.20523e-05 7.94873e-05 4.20892e-05 5.44257e-05 2.7982e-05 5.40203e-06
threshold=0.086465000000000014 -0.00084499999999999994 0.22945500000000005 1.0000000180025095e-35 0.084500000000000006 -0.14012999999999998 0.086865000000000012 0.097720000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -6
right_child=-2 4 -4 -5 7 6 -8 -9
leaf_value=-0.00061761982674190662 -0.00034832262264914533 0.00063194809861653314 0.00023629990016281187 8.436557915153147e-05 -0.00018846296709138516 -0.00011493001971449645 0.00028810766047069854 1.4297198324740865e-05
leaf_weight=0.0014310099843249835 0.0010518473836029748 0.0010972321935333717 0.0011486052333949722 0.001094463084998065 0.0010052179482121341 0.0011657653712209869 0.0015334755752647313 0.0010155807111880287
leaf_count=1138 715 187 313 559 133 311 415 139
internal_value=0 3.22633e-05 -0.000141551 -0.000313401 0.000142041 0.000263723 0.000114041 -8.6563e-05
internal_weight=0 0.00949135 0.00367408 0.00252547 0.00581727 0.00379647 0.00269924 0.0020208
internal_count=3910 3195 2010 1697 1185 913 726 272
is_linear=0
shrinkage=0.00196078


Tree=7908
num_leaves=8
num_cat=0
split_feature=50 15 4 12 4 2 52
split_gain=4.12931e-05 4.12293e-05 3.41208e-05 3.58339e-05 3.46459e-05 8.34044e-05 3.68414e-05
threshold=0.086465000000000014 -0.15202999999999997 0.22584000000000001 0.097510000000000013 -0.06272999999999998 0.089710000000000012 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00040829666852077611 -0.00037636217910445066 -0.00035125172312532228 -0.00031759520272890538 -0.00027266764465509448 -5.9005257907081422e-05 0.00053835231399498775 0.00014632239785303434
leaf_weight=0.0010058071240303329 0.0010525717086195133 0.0010738140735447922 0.0012017146248953156 0.0011770429183112462 0.0019111324476991736 0.0016961882054114092 0.0012245109080153622
leaf_count=413 715 436 227 420 572 480 647
internal_value=0 3.3416e-05 -1.20982e-05 3.97353e-05 0.000102 0.000221877 -8.61522e-05
internal_weight=0 0.00929021 0.0082844 0.00708269 0.00590565 0.00360732 0.00229832
internal_count=3910 3195 2782 2555 2135 1052 1083
is_linear=0
shrinkage=0.00196078


Tree=7909
num_leaves=9
num_cat=0
split_feature=50 160 133 42 15 2 2 0
split_gain=2.58382e-05 2.93702e-05 5.25518e-05 3.34301e-05 5.48489e-05 3.93865e-05 6.61703e-05 1.34087e-05
threshold=0.086465000000000014 0.087825000000000014 0.087895000000000015 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.088820000000000024 -0.10131499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.000251401040428037 -0.00029979084734651649 -0.00022729068116358141 -0.00032331225812283769 0.00047108447385636027 -0.00029446413874121543 -0.00011584386387595357 0.000697458242119889 -6.408689891275056e-05
leaf_weight=0.0010570774917471983 0.001014707435924563 0.0014327885052517328 0.00107320801792071 0.0010193254695326096 0.0011591151737349193 0.0012046463337800667 0.0010688241455776011 0.0010155280483250689
leaf_count=121 715 375 625 286 690 321 320 457
internal_value=0 3.02095e-05 7.87692e-05 0.000144907 8.45129e-05 0.000185588 0.000301178 9.68194e-05
internal_weight=0 0.00903051 0.00759772 0.00652452 0.00550519 0.00434608 0.00314143 0.00207261
internal_count=3910 3195 2820 2195 1909 1219 898 578
is_linear=0
shrinkage=0.00196078


Tree=7910
num_leaves=7
num_cat=0
split_feature=484 160 133 160 2 13
split_gain=1.10828e-05 2.52396e-05 4.27414e-05 3.33013e-05 6.5778e-05 4.38078e-05
threshold=0.084225000000000008 -1.0000000180025095e-35 -0.0023199999999999996 0.087825000000000014 0.10137500000000001 -0.060719999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.015634228911111887 0.009859561454811332 -0.018243633508887788 0.03235506967763864 -0.010784318303737803 -0.0066882873950085105 0.0075877937344251915
leaf_weight=0.0010639032859388999 0.001007102899748309 0.001010130080599473 0.0011277356760657279 0.0012381110401704009 0.0019828230615459791 0.0019473586807263485
leaf_count=782 470 844 437 337 519 521
internal_value=0 -0.0012439 0.000851584 0.00391521 0.00751345 0.0166707
internal_weight=0 0.00837006 0.00730616 0.00629603 0.00505792 0.00307509
internal_count=3910 3440 2658 1814 1477 958
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=9
num_cat=0
split_feature=50 4 12 3 160 12 42 3
split_gain=3.14714e-05 5.0955e-05 4.15994e-05 7.22939e-05 5.97957e-05 9.74032e-05 4.98426e-05 3.30287e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.10420500000000001 0.087825000000000014 0.086935000000000012 0.090240000000000015 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00040016871070221708 -0.0003307199587900712 0.00040990524859835041 0.00055048437489723984 0.00039367998139581213 -0.00050442870923407546 -0.00055545420985422193 3.7284288780257788e-05 8.6090474057170428e-05
leaf_weight=0.0010107136963113479 0.0010525475128328509 0.0011688414808028917 0.0010511505745522919 0.0015904172459555669 0.0010393766781873343 0.0011813349547119844 0.0010132376838989394 0.0013387036168803234
leaf_count=280 715 396 604 140 276 817 522 160
internal_value=0 2.68235e-05 -2.7616e-05 2.45787e-05 -7.98035e-05 1.6467e-05 -0.000281786 0.000290349
internal_weight=0 0.00939378 0.00822493 0.00721422 0.0056238 0.00458443 0.00219457 0.00238985
internal_count=3910 3195 2799 2519 2379 2103 1339 764
is_linear=0
shrinkage=0.00196078


Tree=7912
num_leaves=9
num_cat=0
split_feature=50 15 4 2 16 16 12 4
split_gain=2.65146e-05 3.78823e-05 3.5047e-05 3.45969e-05 4.61223e-05 5.82656e-05 4.19805e-05 2.62547e-05
threshold=0.086465000000000014 -0.15202999999999997 0.22584000000000001 0.086545000000000025 -0.095109999999999986 -0.0092949999999999994 0.051320000000000005 -0.23071499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=0.00039094792446320645 -0.00029707727457736852 8.1196346284073369e-05 -0.00032754420640211662 0.0005012723262050495 -0.00036470597668281573 1.7862685726732845e-05 -0.0004281974347070128 0.00043150838173513562
leaf_weight=0.0010068945837828124 0.001048176354050097 0.0014121283125541196 0.0011617423642849281 0.001059693555850086 0.0010005656239883043 0.0013502362795565792 0.0011116894702271258 0.0010477021749072625
leaf_count=413 715 177 227 187 594 206 829 562
internal_value=0 3.21564e-05 -1.22046e-05 4.0265e-05 0.000144115 3.27494e-05 -0.000143181 0.000198592
internal_weight=0 0.00915065 0.00814376 0.00698202 0.0044582 0.0033985 0.00252382 0.00239794
internal_count=3910 3195 2782 2555 1549 1362 1006 768
is_linear=0
shrinkage=0.00196078


Tree=7913
num_leaves=7
num_cat=0
split_feature=2 150 1 12 42 4
split_gain=1.24754e-05 3.20539e-05 2.96183e-05 5.67116e-05 2.46778e-05 1.08974e-05
threshold=0.086545000000000025 0.085075000000000026 0.10561500000000001 0.088485000000000022 0.084100000000000022 -0.00072999999999999985
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0084897280849906623 -0.019961064890976356 0.017111442979173049 0.010446029181213996 0.0063270902220626916 -0.017935194061995834 -0.0053123753252055511
leaf_weight=0.0010177900646338952 0.0015872752856835566 0.001223678435524617 0.001537432848401566 0.0016990808023997833 0.0010185366735591941 0.0013061865714060574
leaf_count=583 641 327 374 958 780 247
internal_value=0 0.00265657 -0.00101028 -0.00636981 -0.0049561 0.000732283
internal_weight=0 0.00604747 0.00482379 0.00328636 0.00334251 0.00232398
internal_count=3910 2300 1973 1599 1610 830
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=7
num_cat=0
split_feature=133 160 4 42 12 3
split_gain=1.15302e-05 3.50125e-05 2.46389e-05 3.27718e-05 4.68778e-05 4.97013e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.25367000000000006 0.091330000000000008 0.085945000000000008 0.013395000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.009427510658763117 -0.016675751000898752 0.01732750331548694 0.013459286247072468 0.014771012525647293 -0.01846869531867323 -0.0089267996313610737
leaf_weight=0.0011293545124091376 0.0012619375259145848 0.001278721081042042 0.0013677701689645706 0.0010134475430652124 0.0016695815054477486 0.0016533562639858626
leaf_count=604 747 534 388 526 872 239
internal_value=0 -0.00134655 0.00142373 -0.00150798 -0.00509319 0.00252308
internal_weight=0 0.00824481 0.00698288 0.00561511 0.00460166 0.00293208
internal_count=3910 3306 2559 2171 1645 773
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=7
num_cat=0
split_feature=0 43 160 16 0 43
split_gain=1.24699e-05 2.74791e-05 3.45502e-05 3.71527e-05 2.56548e-05 2.15713e-05
threshold=1.0000000180025095e-35 -0.079374999999999987 0.041025000000000006 -0.008069999999999999 -0.10462499999999998 -0.15109999999999998
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0016700378629205326 0.0076534384380783213 -0.0075631119185771024 -0.013455980742618343 0.021126435639400584 0.010470670434230051 -0.021960526060849691
leaf_weight=0.0010789077158012256 0.0017181093881502218 0.001791264637281464 0.0011568659644028024 0.0011817102252026646 0.0014096336587549134 0.0010186278571315877
leaf_count=296 394 353 286 496 1167 918
internal_value=0 -0.00177564 0.00191549 0.00597306 0.000378729 -0.0115237
internal_weight=0 0.00763701 0.00553947 0.00438261 0.0032009 0.00209754
internal_count=3910 3516 2302 2016 1520 1214
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=8
num_cat=0
split_feature=2 160 133 16 16 42 4
split_gain=1.2768e-05 3.5115e-05 3.50345e-05 4.19855e-05 2.71831e-05 2.16158e-05 1.10705e-05
threshold=0.086545000000000025 0.084835000000000008 1.0000000180025095e-35 0.05259500000000001 -0.09601999999999998 0.084100000000000022 0.0082450000000000006
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0065105657938402273 0.0046443704263340246 0.017085510106278803 -0.017294337054711093 0.019845193618684875 -0.016521152023880631 -0.017192389931839202 0.0073258955799652969
leaf_weight=0.0011707287345742042 0.0015422561507840004 0.0013248820645262041 0.0010652535616676811 0.0010808333559818614 0.0010003920883474701 0.0010130638928661125 0.0011426168498130901
leaf_count=637 352 345 773 358 472 780 193
internal_value=0 0.00271018 -0.00135182 0.00333506 -0.0036831 -0.00501093 0.000323594
internal_weight=0 0.00601362 0.00468874 0.00362348 0.00254265 0.00332641 0.00231335
internal_count=3910 2300 1955 1182 824 1610 830
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=8
num_cat=0
split_feature=484 1 457 4 4 1 16
split_gain=1.10558e-05 2.31511e-05 3.16716e-05 3.10419e-05 5.07919e-05 4.78197e-05 1.36009e-05
threshold=0.084225000000000008 0.12263000000000002 0.069705000000000003 -0.076329999999999995 0.05309500000000001 0.097480000000000011 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.010480797469067282 0.0098825615659880114 0.011146829523953475 0.011620130257029286 -0.029560094033310304 0.012190315737485524 -0.017589512294978561 -0.00434625450450491
leaf_weight=0.0010654490985494921 0.0010029536927612234 0.0012787194158579394 0.0011602028583471294 0.0011726802099672954 0.0010090098196919026 0.0011581086784002985 0.0014753503674108063
leaf_count=634 470 333 247 1155 332 196 543
internal_value=0 -0.00123145 -0.00347954 -0.0064586 -0.0127957 -0.00372403 0.00187126
internal_weight=0 0.00831952 0.0070408 0.0058806 0.0033398 0.00216712 0.0025408
internal_count=3910 3440 3107 2860 1683 528 1177
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=7
num_cat=0
split_feature=2 160 12 16 1 4
split_gain=1.10171e-05 2.7265e-05 3.30782e-05 4.91867e-05 2.1394e-05 1.33257e-05
threshold=0.086545000000000025 0.084835000000000008 0.089995000000000006 -0.040439999999999997 0.090355000000000005 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.015307063943950157 0.016235723091804828 0.015209785795222676 -0.012373780016565243 -0.0096344437080952625 0.009734337479522126 -0.0061752489520268475
leaf_weight=0.0012024820246436018 0.0017230159157882894 0.0013209334606109763 0.0016640340881980851 0.0012815802338993409 0.0010055465392206427 0.0011050144163402681
leaf_count=902 566 345 863 526 456 252
internal_value=0 0.0025257 -0.00106312 0.00520106 -0.00466094 0.00140465
internal_weight=0 0.00598956 0.00466863 0.0030046 0.00331304 0.00211056
internal_count=3910 2300 1955 1092 1610 708
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=7
num_cat=0
split_feature=160 16 160 16 12 1
split_gain=1.22537e-05 2.20842e-05 3.36765e-05 4.31639e-05 2.22134e-05 4.9737e-05
threshold=0.087825000000000014 -0.083144999999999983 -0.026849999999999995 0.22945500000000005 0.089995000000000006 0.088860000000000008
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.027816967150027846 -0.0087751899536052357 0.0097137621735375219 -0.018602248825452691 0.0049817208172366276 -0.0043694239044333649 -0.0018875037060530307
leaf_weight=0.0011539679037817299 0.00136656931747997 0.0014402755195913942 0.0018504252041860181 0.0013365989205467708 0.0010380501915383186 0.0011019701537723478
leaf_count=511 427 801 1002 419 376 374
internal_value=0 0.00147845 -0.00297647 -0.00871142 0.00773659 0.0133071
internal_weight=0 0.00792129 0.0046273 0.00318702 0.00329399 0.00225594
internal_count=3910 3483 2222 1421 1261 885
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=7
num_cat=0
split_feature=0 16 52 0 4 2
split_gain=1.23337e-05 1.95135e-05 1.93301e-05 3.42057e-05 1.93933e-05 3.92065e-05
threshold=0.10302000000000001 0.061570000000000007 0.090640000000000012 -0.084304999999999977 0.0057500000000000008 0.10869000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.010838147241891673 0.0091273373995326961 -0.010891846255290277 -0.010916504916683598 0.018067287005610281 0.014786886458712034 -0.0099569250581473343
leaf_weight=0.0013120639596394001 0.0012702309764012982 0.0017272433119363099 0.0011014955738741132 0.0012514694041658465 0.0014781190310519878 0.0011298379262703693
leaf_count=862 210 658 806 870 324 180
internal_value=0 -0.00147995 0.00111158 0.00367348 -0.000921749 0.00406719
internal_weight=0 0.00800023 0.00627299 0.00517149 0.00392002 0.00260796
internal_count=3910 3700 3042 2236 1366 504
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=8
num_cat=0
split_feature=11 13 13 1 47 1 16
split_gain=2.10735e-05 3.00711e-05 3.39624e-05 2.33376e-05 3.34293e-05 2.16296e-05 1.74534e-06
threshold=1.0000000180025095e-35 -0.091229999999999992 -0.017604999999999999 0.092550000000000007 0.09252500000000001 0.085990000000000011 -0.018539999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -4 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00017948003155804403 -0.00027342052696207057 -0.00029477300302415224 2.6442203975879852e-05 8.9916755928196054e-05 -0.00035670290833429957 0.00037214490526396002 0.00029499743524441773
leaf_weight=0.0010105777380009107 0.0010087516770995999 0.0015174310313864061 0.0018759090912949315 0.0015281110737221442 0.0011140980052264352 0.0011061233238299053 0.0010008958693194592
leaf_count=372 304 1604 831 392 120 170 117
internal_value=0 2.51918e-05 -3.44535e-05 3.57812e-05 -9.84022e-05 0.000154673 0.000236961
internal_weight=0 0.00915315 0.00714167 0.00562424 0.00264221 0.00298203 0.00201147
internal_count=3910 3606 3117 1513 512 1001 489
is_linear=0
shrinkage=0.00196078


Tree=7922
num_leaves=7
num_cat=0
split_feature=13 39 2 48 4 0
split_gain=1.14876e-05 2.73251e-05 2.39656e-05 3.19935e-05 3.50094e-05 3.30657e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11230000000000001 0.083775000000000002 0.074650000000000008 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0096159627147084006 0.00085507741818895459 0.014167840730558484 -0.014595402192051646 0.011796362198851192 0.0094233589733288426 -0.02051973135810483
leaf_weight=0.0010901790716210261 0.0013103020191890099 0.0010008964550190765 0.0015248294573497372 0.0015454832780496886 0.0011847350052179924 0.0016166663972452511
leaf_count=196 1009 424 398 395 231 1257
internal_value=0 -0.00131162 -0.00346886 -0.000469825 -0.00508037 -0.010951
internal_weight=0 0.00818291 0.00718202 0.00565719 0.0041117 0.00292697
internal_count=3910 3714 3290 2892 2497 2266
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=9
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split_feature=11 160 3 52 15 12 15 48
split_gain=2.34161e-05 2.84305e-05 3.06485e-05 3.54949e-05 5.08417e-05 8.60489e-05 8.69293e-05 5.07877e-05
threshold=0.076265000000000013 0.098455000000000015 -0.10628499999999998 0.10433000000000002 0.088190000000000004 0.086935000000000012 -0.017214999999999998 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00036713137960588701 -0.00029482690172776373 -0.00028990157942074794 -0.00050004687764274751 0.00030818212482791704 0.00033445845625285737 -0.00059967873178872193 0.00042828683438642578 6.4802072915358925e-05
leaf_weight=0.0010741160591114345 0.0010043489743829974 0.0010128078983568508 0.0011728497848755297 0.0012820434590749049 0.0010756397785886039 0.001171821288706118 0.0012603695201878207 0.0012798263473425072
leaf_count=216 291 310 376 620 501 745 519 332
internal_value=0 2.02718e-05 5.80449e-05 1.22055e-05 -5.14561e-05 -0.000136434 9.76428e-06 -0.000205304
internal_weight=0 0.00932947 0.00831667 0.00724255 0.00596051 0.00488487 0.00371305 0.00245268
internal_count=3910 3619 3309 3093 2473 1972 1227 708
is_linear=0
shrinkage=0.00196078


Tree=7924
num_leaves=7
num_cat=0
split_feature=2 150 1 12 1 4
split_gain=1.146e-05 2.59793e-05 2.68241e-05 5.42312e-05 2.02464e-05 1.3469e-05
threshold=0.086545000000000025 0.085075000000000026 0.10561500000000001 0.088485000000000022 0.090355000000000005 0.053925000000000008
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7
leaf_value=-0.015171525007307141 -0.019235676370198712 0.015645441464467023 0.01021833943143601 0.0066421455191986618 0.0094977340025600779 -0.0065016711434534987
leaf_weight=0.0011932053844641451 0.0015697918949532283 0.0012127939424198099 0.001518776291906174 0.0016728014915021057 0.0010058041167361283 0.0011033936190167199
leaf_count=902 641 327 374 958 456 252
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internal_weight=0 0.00597416 0.00476137 0.00324259 0.0033024 0.0021092
internal_count=3910 2300 1973 1599 1610 708
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=7
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split_feature=11 0 160 43 2 2
split_gain=3.18955e-05 2.9278e-05 3.56797e-05 5.18842e-05 5.0764e-05 4.98114e-05
threshold=0.076265000000000013 -0.017269999999999997 0.087825000000000014 -0.079374999999999987 0.10705000000000002 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00028752104768068053 -0.00033689556901172747 0.00024927817235937321 -0.0003278665512555673 9.1389754055555859e-05 -0.00014959993301488027 0.00060313893526472084
leaf_weight=0.001464360966721253 0.0010146481918665356 0.0018600411758247252 0.0012504778518516533 0.0019920701267713285 0.0016010700050984451 0.0011553961092293221
leaf_count=929 291 325 380 1036 435 514
internal_value=0 2.91784e-05 -2.56754e-05 3.5147e-05 0.000134652 0.000279247
internal_weight=0 0.00932342 0.00746338 0.0062129 0.00474854 0.00314747
internal_count=3910 3619 3294 2914 1985 1550
is_linear=0
shrinkage=0.00196078


Tree=7926
num_leaves=7
num_cat=0
split_feature=0 52 48 0 2 3
split_gain=1.19561e-05 2.82908e-05 2.10755e-05 4.07632e-05 3.22403e-05 5.56488e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.087945000000000009 -0.15291499999999997 0.088895000000000016 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.016433117666638918 0.0069786507941946019 0.021577380586414494 -0.0085965721366775272 0.022756264245818073 -0.014175515922631006 -0.0087798674261208506
leaf_weight=0.0011296611695999379 0.0019249658886142532 0.001054931987594169 0.0017340549605497271 0.0010637171990226545 0.0011933258642752662 0.0011805671637668401
leaf_count=597 446 195 426 697 806 743
internal_value=0 -0.00187366 0.000767793 0.0043823 -0.000894518 0.00616722
internal_weight=0 0.00735626 0.0062266 0.00449254 0.00343761 0.00224428
internal_count=3910 3464 2867 2441 2246 1440
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=7
num_cat=0
split_feature=160 12 0 47 4 1
split_gain=1.07955e-05 2.24355e-05 2.2318e-05 4.33107e-05 2.74494e-05 4.37698e-05
threshold=0.087825000000000014 0.10129000000000001 -0.017269999999999997 0.09252500000000001 -0.06272999999999998 0.10373000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0048861544378314093 -0.0082664214079461486 -0.011531421708331283 0.016251062778282168 -0.013902698733986495 0.022664212819463861 -0.0033030675778477486
leaf_weight=0.0014572196073659553 0.0013589628379884174 0.00114966678401748 0.0011528442026973538 0.001450502321178891 0.0016032718742487011 0.0010907096321333505
leaf_count=1096 427 478 335 300 911 363
internal_value=0 0.00138227 0.00358026 0.000972581 0.00617026 0.0121509
internal_weight=0 0.00790421 0.00675455 0.0056017 0.0041512 0.00269398
internal_count=3910 3483 3005 2670 2370 1274
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=7
num_cat=0
split_feature=4 151 16 16 1 12
split_gain=1.18064e-05 1.92527e-05 2.89507e-05 1.63165e-05 4.56951e-05 1.11362e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 -0.055679999999999993 0.081005000000000008 0.084535000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.0095473368043474047 0.009063490919780693 -0.020978044596764681 0.009539316173973994 0.00718673314194048 -0.016951812031314639 -0.0061828232281408105
leaf_weight=0.0013313559276500048 0.0012370117220430127 0.0010157693291020329 0.0014486649690567646 0.0018129135803589549 0.001382120882581853 0.0010191839324293461
leaf_count=562 441 191 954 750 597 415
internal_value=0 -0.00143329 -0.00362222 0.000736212 -0.00325522 -0.013568
internal_weight=0 0.00801001 0.00667865 0.0046437 0.00319503 0.00203495
internal_count=3910 3469 2907 2301 1347 606
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=8
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split_feature=50 15 16 0 0 48 13
split_gain=3.28781e-05 4.16408e-05 3.46111e-05 3.56974e-05 4.26465e-05 3.42274e-05 3.37161e-05
threshold=0.086465000000000014 -0.14868999999999996 -0.42360999999999993 -0.10575999999999998 -0.06402999999999999 0.084905000000000022 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00041109505985757944 -0.00033717912394418077 -0.00033837234782746153 0.0004739614287433433 -0.00028429011434569706 0.00038363674759671427 -7.531535431151309e-06 -6.5605261413116542e-05
leaf_weight=0.0010086060967361967 0.0010116369895647502 0.0010787647247642454 0.0011720780307115123 0.0019096818736493932 0.0010033605182967181 0.0011006264578124654 0.0017848922888436093
leaf_count=428 715 256 181 1661 95 130 444
internal_value=0 3.55225e-05 -1.15375e-05 3.9043e-05 -5.85525e-05 0.000240784 9.60557e-05
internal_weight=0 0.00905801 0.0080494 0.00697064 0.00469793 0.0022727 0.00278825
internal_count=3910 3195 2767 2511 2200 311 539
is_linear=0
shrinkage=0.00196078


Tree=7930
num_leaves=7
num_cat=0
split_feature=1 13 1 1 4 0
split_gain=1.22383e-05 3.03856e-05 1.72097e-05 2.38012e-05 3.04152e-05 1.6215e-05
threshold=0.10752500000000002 -0.060719999999999989 0.092550000000000007 0.085990000000000011 -0.15796999999999997 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0072252832520116579 0.018643688607927384 -0.002462422721041651 -0.013467829847358798 0.011505493605445276 -0.019737129134547143 -0.0030999419354100191
leaf_weight=0.0014743818762747102 0.0010798457527153508 0.0018518759443529975 0.0011675397041352219 0.0013291201046845068 0.0011287230982507551 0.0012179026766599892
leaf_count=146 394 365 527 415 740 1323
internal_value=0 0.00531163 -0.00250605 -2.10037e-05 -0.00403044 -0.0111024
internal_weight=0 0.00293172 0.00631767 0.00515013 0.00382101 0.00234663
internal_count=3910 759 3151 2624 2209 2063
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=7
num_cat=0
split_feature=49 2 4 15 43 2
split_gain=1.06587e-05 2.29011e-05 1.87475e-05 2.98805e-05 4.37524e-05 3.57093e-05
threshold=0.10447000000000002 0.11260500000000001 -0.08422499999999998 -0.095799999999999982 -0.079109999999999986 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012662157810471437 0.0095934492671564276 0.0099326679493967687 -0.01226568270291702 -0.011346395374326631 0.0011536645971980109 0.02619958730335158
leaf_weight=0.0017386656258135862 0.0010242593928098372 0.0015028899803534975 0.0015226710018252094 0.0011523522063593751 0.001252938315383559 0.0010432376584973901
leaf_count=706 378 501 447 674 745 459
internal_value=0 -0.00122509 -0.00372422 -0.000598201 0.00455349 0.012533
internal_weight=0 0.00821275 0.00670986 0.0049712 0.00344853 0.00229618
internal_count=3910 3532 3031 2325 1878 1204
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=7
num_cat=0
split_feature=47 159 42 0 43 4
split_gain=1.01353e-05 2.05457e-05 3.52348e-05 4.31658e-05 6.96915e-05 3.26726e-05
threshold=0.09550500000000002 0.073745000000000019 0.083815000000000014 -0.21145499999999998 0.0016850000000000001 -0.0021099999999999995
decision_type=2 2 2 2 2 2
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leaf_value=0.0071210166726907017 0.0067294681728591287 0.010981204682580934 0.0075353491853717217 -0.012943195245628437 0.0066057256747808811 -0.037510339276015131
leaf_weight=0.0012377108414465244 0.0017914238450123564 0.001097519674939265 0.0019043733184503772 0.001098853451463665 0.0010247817051615734 0.001066994958350474
leaf_count=139 389 623 1394 816 266 283
internal_value=0 -0.0016501 -0.00383922 -0.00873077 -0.01488 -0.0250461
internal_weight=0 0.00743023 0.00633271 0.00442834 0.00319063 0.00216585
internal_count=3910 3521 2898 1504 1365 1099
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=8
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split_feature=15 16 52 16 13 12 48
split_gain=1.05063e-05 3.16904e-05 3.65004e-05 3.50966e-05 3.75335e-05 2.69904e-05 3.00213e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.10433000000000002 0.26760500000000004 -0.083514999999999992 0.081660000000000024 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
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leaf_value=0.0090312424929864573 -0.016423988132830181 0.017202640874754312 0.018064362916034631 -0.018277628524191777 0.01547481040235258 -0.014029200214532002 -0.0082444394368201609
leaf_weight=0.0011249144593796058 0.0011804727198948877 0.0011897704452537706 0.0010937495456678553 0.0010625088162741015 0.0010821782570166214 0.0014152871069745975 0.0010526878182526278
leaf_count=459 298 760 540 411 175 1101 166
internal_value=0 -0.00128405 0.00130758 -0.00185105 0.00183115 -0.00332033 0.00377901
internal_weight=0 0.00807665 0.00689618 0.00580243 0.00473992 0.00355015 0.00213487
internal_count=3910 3451 3153 2613 2202 1442 341
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=7
num_cat=0
split_feature=1 52 3 133 3 4
split_gain=1.07149e-05 2.31668e-05 1.7442e-05 2.30469e-05 2.67583e-05 9.93667e-06
threshold=0.10285500000000002 -0.014099999999999998 -0.11266 0.083815000000000014 -0.0086749999999999969 0.26048500000000002
decision_type=2 2 2 2 2 2
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leaf_count=281 419 181 1350 1041 301 337
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internal_weight=0 0.00331282 0.00586896 0.00466588 0.00326142 0.0020317
internal_count=3910 937 2973 2692 1651 518
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=7
num_cat=0
split_feature=4 457 42 16 12 3
split_gain=1.09776e-05 1.69152e-05 2.38278e-05 3.55725e-05 4.48414e-05 3.34927e-05
threshold=0.24280000000000004 0.085230000000000014 0.088915000000000008 -0.089864999999999987 0.088375000000000023 0.076695000000000013
decision_type=2 2 2 2 2 2
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leaf_count=471 549 198 941 884 648 219
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internal_weight=0 0.00732943 0.00631651 0.0049981 0.00379859 0.00260434
internal_count=3910 3361 3163 2222 1751 1103
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=7
num_cat=0
split_feature=51 484 49 42 0 3
split_gain=9.68919e-06 2.22585e-05 2.90554e-05 3.50948e-05 3.28323e-05 3.89737e-05
threshold=0.08955500000000001 0.073820000000000011 -0.031434999999999998 -0.082904999999999993 -0.070894999999999986 -0.0026499999999999996
decision_type=2 2 2 2 2 2
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leaf_count=367 487 456 445 1382 566 207
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internal_weight=0 0.0079913 0.00697004 0.00540853 0.00439704 0.00271139
internal_count=3910 3423 2967 2600 2155 1589
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=7
num_cat=0
split_feature=4 457 3 47 2 4
split_gain=9.95008e-06 1.46698e-05 2.10046e-05 3.28089e-05 2.49423e-05 2.33181e-05
threshold=0.24280000000000004 0.085230000000000014 -0.078884999999999997 0.07813500000000001 0.092175000000000021 -0.084009999999999987
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00730469 0.00629555 0.00404218 0.00259748 0.00225336
internal_count=3910 3361 3163 1260 981 1903
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=8
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split_feature=13 2 16 16 1 2 1
split_gain=2.04287e-05 3.68138e-05 2.73679e-05 4.40351e-05 2.34365e-05 3.29821e-05 2.42534e-05
threshold=-0.091229999999999992 0.099990000000000009 0.23932500000000004 0.032820000000000009 0.10113500000000002 0.09116500000000001 0.086245000000000002
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00012197019572996956 0.00017962379840488033 0.00035059373349347625 0.00019820082124558246 -0.00048073493976479471 0.00015335026578390941 -0.00040234338914284489 -0.0002067747459497113
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leaf_count=363 1020 244 494 344 454 552 439
internal_value=0 0.000145327 -5.62558e-05 -0.000109898 -3.81897e-05 -0.000126368 -5.92607e-07
internal_weight=0 0.00257963 0.00770874 0.0063666 0.00533498 0.00365319 0.00250949
internal_count=3910 607 3303 2809 2465 2011 1459
is_linear=0
shrinkage=0.00196078


Tree=7939
num_leaves=8
num_cat=0
split_feature=47 4 4 1 4 3 12
split_gain=1.82639e-05 4.56019e-05 3.52177e-05 3.82925e-05 4.1377e-05 2.82595e-05 2.24062e-05
threshold=0.11669500000000001 0.24280000000000004 0.053925000000000008 0.095575000000000007 -0.076329999999999995 0.013395000000000002 0.086865000000000012
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=-0.00012562511787628217 -0.00025761972448411539 0.00031352133855870785 -0.00038511184675945405 0.00029843631210841438 -0.00050385687956611852 -4.5771481218379272e-05 0.00022736229180485588
leaf_weight=0.0011792745581969796 0.0010070236021083598 0.0016668666424793834 0.0010134531189356834 0.0013718653822067384 0.0010725952983197122 0.0010009335811478649 0.0016710405329062863
leaf_count=484 179 512 294 526 1179 92 644
internal_value=0 2.08618e-05 -4.58797e-05 8.7283e-06 -7.19892e-05 -0.00028273 8.13191e-05
internal_weight=0 0.00897603 0.00730916 0.00629571 0.00492384 0.00207353 0.00285032
internal_count=3910 3731 3219 2925 2399 1271 1128
is_linear=0
shrinkage=0.00196078


Tree=7940
num_leaves=7
num_cat=0
split_feature=1 15 13 52 12 0
split_gain=8.63642e-06 2.50653e-05 2.26937e-05 4.31878e-05 2.14359e-05 2.13165e-05
threshold=0.076710000000000014 0.041585000000000004 -0.0010249999999999997 -0.074484999999999982 0.088375000000000023 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=-0.011091644742506327 0.019849743355470836 0.0071115227330881383 -0.019244563686930085 0.011703146052011157 1.8791003899088962e-06 -0.0064875504487959717
leaf_weight=0.0019982523190533227 0.0011369831768339423 0.0012172397847365068 0.0010903019295702096 0.0015970928066315324 0.001043597996640091 0.0010796971154126305
leaf_count=1059 642 949 291 205 505 259
internal_value=0 -0.00420075 0.00223194 -0.00246768 0.0103508 0.00436583
internal_weight=0 0.00321549 0.00594767 0.00376709 0.00218058 0.00267679
internal_count=3910 2008 1902 755 1147 464
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=9
num_cat=0
split_feature=1 12 52 47 2 13 3 4
split_gain=1.84779e-05 2.73612e-05 3.08068e-05 5.14606e-05 2.77759e-05 5.5979e-05 6.63825e-05 2.1322e-05
threshold=0.12864500000000004 0.10129000000000001 -0.092854999999999979 0.09252500000000001 0.084235000000000018 0.00079000000000000012 0.094625000000000015 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00039062299163728609 0.00014084826199537069 -0.00041048174040182419 0.00031161658264076432 -0.00042496621118131623 -0.00057361597311356594 0.0003755736352357874 0.00019975558432684228 -0.00017264829406283728
leaf_weight=0.0010609413223168062 0.0011627873185710456 0.0011060901634750873 0.0011849296896187566 0.0010661780785330977 0.001004039596167687 0.0010160516483048295 0.0012792475063323622 0.0010359866136422388
leaf_count=611 331 438 719 209 840 225 153 384
internal_value=0 -0.000122233 -8.05413e-05 -3.05934e-05 4.55755e-05 -2.71388e-05 -0.000150412 -0.000369993
internal_weight=0 0.00875346 0.00764737 0.00658643 0.00552026 0.00433533 0.00331927 0.00204003
internal_count=3910 3579 3141 2530 2321 1602 1377 1224
is_linear=0
shrinkage=0.00196078


Tree=7942
num_leaves=8
num_cat=0
split_feature=52 2 0 0 12 3 43
split_gain=9.53019e-06 1.63769e-05 2.9831e-05 3.31191e-05 3.39664e-05 3.56963e-05 1.44608e-05
threshold=-0.081429999999999989 0.113945 -0.17106499999999999 -0.10209999999999998 0.091555000000000011 -0.078884999999999997 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.013600266238124773 0.015881134472276622 -0.0112104676063354 -0.017945091431286711 -0.0031430507980040236 -0.012268542314091678 0.022076896332009308 -0.0027360343675971992
leaf_weight=0.0011183938147085993 0.0010384823810699216 0.0014877048456353346 0.0011059935216611904 0.0011576147434008235 0.0011145376408734468 0.0010893481326791385 0.0010511194181932796
leaf_count=513 115 466 312 1058 712 276 458
internal_value=0 -0.00190107 0.000614306 -0.00293451 0.00200423 0.00908381 0.0056854
internal_weight=0 0.00699368 0.00550598 0.00446749 0.0033615 0.00224696 0.00216951
internal_count=3910 2939 2473 2358 2046 1334 971
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=7
num_cat=0
split_feature=4 47 2 49 52 4
split_gain=9.10917e-06 1.40343e-05 2.80146e-05 2.4531e-05 3.01596e-05 1.42933e-05
threshold=0.24280000000000004 0.09550500000000002 0.086545000000000025 -0.0090499999999999973 0.089525000000000007 -0.04738499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0047569041788644876 0.0062010858284068686 0.0091859724737715712 0.011981451444059051 -0.014862013838668257 0.0057740035540746956 -0.02148699328725226
leaf_weight=0.0010282699493409692 0.0018369476649105531 0.0010230300169922898 0.0014073284999738828 0.0013665835366680886 0.0014701159457078056 0.0010144870853948467
leaf_count=861 549 310 350 941 504 395
internal_value=0 -0.00167611 -0.00344366 0.00118758 -0.00416742 -0.0130655
internal_weight=0 0.00730982 0.00628679 0.00424403 0.0028367 0.00204276
internal_count=3910 3361 3051 1795 1445 1256
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=7
num_cat=0
split_feature=13 16 4 2 2 1
split_gain=8.85933e-06 2.8446e-05 3.70131e-05 2.59718e-05 2.57529e-05 2.78748e-05
threshold=-0.091229999999999992 0.23932500000000004 -0.08422499999999998 0.10045500000000002 0.085355000000000014 0.085990000000000011
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.0066697694678861941 -0.020617273832623254 0.012233400724351121 0.0099072943090854956 0.014810700774712511 -0.018962490311058816 0.0011803009991399162
leaf_weight=0.0010091604318550806 0.0011760536914787829 0.0011815030193488771 0.0015183702227968394 0.0012728186743198823 0.0010755467154246266 0.0019018962892937391
leaf_count=366 539 494 791 241 1104 375
internal_value=0 -0.00188236 -0.00482281 0.00531138 -0.000691153 -0.00609591
internal_weight=0 0.00685337 0.00567187 0.00228198 0.00449581 0.00297744
internal_count=3910 3303 2809 607 2270 1479
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 48 3
split_gain=1.55052e-05 3.7075e-05 5.83595e-05 4.05713e-05 4.52708e-05 4.71391e-05 3.88535e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 -0.083144999999999983 0.087945000000000009 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00035677270244632967 -0.00023417063513807908 0.00045455920909612561 -0.0003864713747900093 0.00036293280751526126 -0.00033157886890652151 -0.0002649396060657036 -2.0530626332982906e-05
leaf_weight=0.0011048575503274571 0.0010237279294458149 0.001374365455663034 0.0014199881968557631 0.0012947344519756519 0.0013625348468283447 0.0010509971571171207 0.0012765186817680651
leaf_count=261 179 657 494 643 1072 187 417
internal_value=0 2.06646e-05 -2.70723e-05 5.3181e-05 -2.60081e-05 8.6462e-05 0.000225782
internal_weight=0 0.008884 0.00777914 0.00635915 0.00506442 0.00370188 0.00265088
internal_count=3910 3731 3470 2976 2333 1261 1074
is_linear=0
shrinkage=0.00196078


Tree=7946
num_leaves=8
num_cat=0
split_feature=11 13 15 16 13 52 0
split_gain=2.70521e-05 3.28792e-05 3.35267e-05 6.1517e-05 3.57927e-05 3.82961e-05 3.53478e-05
threshold=0.076265000000000013 -0.094679999999999986 -0.106555 -0.19424999999999998 -0.032264999999999995 0.086635000000000004 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00025344145967059242 -0.00031062354018042036 0.0002725800326360233 -0.00050695812446518421 -0.00031632956028428561 0.00016788247762085826 0.00039452247949774112 -0.00027441175521434187
leaf_weight=0.0019463754869587339 0.0010119739502166434 0.0011567430582816902 0.0011190873578112411 0.0010690639450483732 0.0015201136066057841 0.0011217806816992571 0.0012794014514262082
leaf_count=398 291 447 166 1395 154 345 714
internal_value=0 2.71125e-05 -3.35137e-05 -9.14684e-05 1.70505e-06 8.84109e-05 -3.42496e-05
internal_weight=0 0.00921257 0.00726619 0.00610945 0.00499036 0.0039213 0.00279952
internal_count=3910 3619 3221 2774 2608 1213 868
is_linear=0
shrinkage=0.00196078


Tree=7947
num_leaves=8
num_cat=0
split_feature=2 160 12 151 12 1 47
split_gain=1.0568e-05 3.29007e-05 3.33789e-05 4.85913e-05 3.07054e-05 2.00531e-05 1.69561e-05
threshold=0.086545000000000025 0.088785000000000017 0.096315000000000026 -0.0080899999999999982 0.081660000000000024 0.090355000000000005 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00029491055301351167 -0.00031509050258935085 0.00034562336067334404 -0.00034744692382350327 1.2780518574991794e-05 0.0004102730754714203 0.00020377087690943245 -0.000141711670033136
leaf_weight=0.0012421355094517439 0.0010416912291234142 0.0011104278595163468 0.0010031119200616893 0.0018367122624712133 0.0012595382034161038 0.0010088127735830108 0.0011909836330381838
leaf_count=902 352 290 499 473 686 533 175
internal_value=0 3.95528e-05 -2.65561e-05 5.12336e-05 0.000174478 -9.57394e-05 1.67244e-05
internal_weight=0 0.00625148 0.00514105 0.00413794 0.00309625 0.00344193 0.0021998
internal_count=3910 2300 2010 1511 1159 1610 708
is_linear=0
shrinkage=0.00196078


Tree=7948
num_leaves=8
num_cat=0
split_feature=51 484 15 150 3 1 52
split_gain=8.63845e-06 2.06431e-05 2.70824e-05 3.49031e-05 3.15504e-05 6.48187e-05 3.75092e-05
threshold=0.08955500000000001 0.073820000000000011 0.088190000000000004 0.082965000000000025 0.11265500000000002 0.10752500000000002 0.048490000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.023819065222170109 -0.0081229241189426076 0.014366519503956102 0.012541225832545674 0.012280492120286226 -0.022043734182358415 0.01716870299744223 0.0012505903865308492
leaf_weight=0.001276412750112813 0.0011685219171583558 0.0010204347044934538 0.0012396896575602575 0.0010972158127608867 0.0011348576520930618 0.0011059066326339151 0.0011209367415869404
leaf_count=906 487 456 744 301 132 273 611
internal_value=0 0.00108199 -0.000861512 -0.00375851 -0.00755278 -0.00285852 -0.0120972
internal_weight=0 0.00799545 0.00697502 0.00573533 0.00463811 0.00350326 0.00239735
internal_count=3910 3423 2967 2223 1922 1790 1517
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=8
num_cat=0
split_feature=11 3 15 3 43 151 1
split_gain=2.81356e-05 3.14871e-05 2.75307e-05 9.62663e-05 4.08929e-05 2.71084e-05 3.64938e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088190000000000004 -0.076734999999999984 -0.049504999999999987 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=0.00032666033536724552 -0.0003195192145340408 -0.00061591182711014049 0.00023785403991265355 0.00035709380890184612 -0.0003386439700461908 -0.00016421180407876957 0.0002404605444771042
leaf_weight=0.0011570727902436148 0.0010164455921350133 0.0010496232600328151 0.0013324486329893076 0.0011705428831527013 0.0010021990084107309 0.0018051160249903512 0.0016308597793927245
leaf_count=222 304 1337 836 450 164 313 284
internal_value=0 2.43515e-05 -1.94231e-05 -7.09087e-05 3.10839e-05 -5.48993e-05 2.78628e-05
internal_weight=0 0.00914786 0.00799079 0.00665834 0.00560872 0.00443817 0.00343598
internal_count=3910 3606 3384 2548 1211 761 597
is_linear=0
shrinkage=0.00196078


Tree=7950
num_leaves=8
num_cat=0
split_feature=49 13 47 150 15 43 16
split_gain=9.25977e-06 2.00401e-05 2.29038e-05 3.6302e-05 6.69914e-05 5.59267e-05 1.4767e-05
threshold=0.10447000000000002 -0.091229999999999992 0.09252500000000001 0.086420000000000011 -0.035939999999999993 -0.083899999999999988 -0.05189499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.016068898256092413 0.008905409833471831 0.023199371840013111 -0.016607690074597222 -0.017470403143354317 0.010934853642975998 -0.017973874262593528 -0.0011023693572981309
leaf_weight=0.00100012974034788 0.0010170440826533849 0.0011870387264663008 0.0011742960324517809 0.0010620792431368107 0.0011933010279722277 0.0015237128837767306 0.0010031826955168013
leaf_count=390 378 740 255 277 446 1267 157
internal_value=0 -0.00121469 -0.00404812 -0.00107827 0.00338113 -0.00527728 0.00747018
internal_weight=0 0.00814374 0.00614043 0.00496613 0.00390405 0.00271701 0.00200331
internal_count=3910 3532 2985 2730 2453 1713 547
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=8
num_cat=0
split_feature=47 43 16 16 16 2 4
split_gain=2.01829e-05 3.0711e-05 5.29498e-05 3.76665e-05 3.21098e-05 3.60758e-05 4.14793e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 -0.008069999999999999 -0.49150499999999991 0.093070000000000014 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00032981182201770743 -0.00026862701106747903 0.00025866967095516041 -0.00036228125864509584 0.00035141811977965515 -0.00026411195923728415 -0.00038850316258240387 0.00023145773713819992
leaf_weight=0.0010959962893194947 0.0010208684261071585 0.001203067434139156 0.0014260613071356027 0.0013143445598393843 0.0011332847648378762 0.0012115235556085413 0.0015206771232172157
leaf_count=261 179 289 494 643 1102 524 418
internal_value=0 2.24478e-05 -2.06911e-05 5.56267e-05 -2.10761e-05 -0.000108142 1.98414e-05
internal_weight=0 0.00890496 0.00780896 0.0063829 0.00506855 0.00386549 0.00265396
internal_count=3910 3731 3470 2976 2333 2044 1520
is_linear=0
shrinkage=0.00196078


Tree=7952
num_leaves=7
num_cat=0
split_feature=15 151 12 43 1 42
split_gain=8.57807e-06 3.19306e-05 3.28023e-05 4.93753e-05 4.5832e-05 3.83023e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.088325000000000015 -1.0000000180025095e-35 0.086560000000000012 0.084685000000000024
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
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leaf_value=-0.0070211319648833155 0.017639779907711987 -0.02451637122288057 -0.0038968521436140349 0.016767161687430632 -0.0099611084428130915 0.019788984316919472
leaf_weight=0.0014931009045981505 0.0010305602117370903 0.0011559071316611237 0.0014724236789921807 0.0010315178356165226 0.0016969513727074343 0.0012729782793929945
leaf_count=614 487 818 688 225 276 802
internal_value=0 0.00126436 -0.0012811 -0.0071946 0.000143711 0.00708571
internal_weight=0 0.00766034 0.00662978 0.00388438 0.00272847 0.0027454
internal_count=3910 3296 2809 1319 501 1490
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=6
num_cat=0
split_feature=0 47 42 15 1
split_gain=9.41493e-06 2.60224e-05 3.71964e-05 5.01044e-05 2.88759e-05
threshold=-0.017269999999999997 0.10887000000000001 0.091230000000000019 0.035895000000000003 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0047023866314811948 0.0061685094898869192 -0.016227305737002245 0.018363849883548715 -0.018488300374730728 0.012965674574397219
leaf_weight=0.0020012861845265465 0.0019084207089392286 0.001056839629083226 0.0010043416279390599 0.0014428036199677354 0.0017201001869488509
leaf_count=1046 446 224 735 1012 447
internal_value=0 -0.00172858 0.000755452 -0.00266906 0.00346415
internal_weight=0 0.00722537 0.00616853 0.00516419 0.00372139
internal_count=3910 3464 3240 2505 1493
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=7
num_cat=0
split_feature=0 12 42 0 0 48
split_gain=1.65218e-05 2.73308e-05 2.85746e-05 3.88024e-05 6.37785e-05 3.98863e-05
threshold=0.10302000000000001 0.092365000000000017 0.085195000000000007 -0.10071499999999999 -0.14867499999999997 0.085790000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00014935250681384174 0.00019065365092272741 -0.00024588151371933518 0.00027844594080073489 -0.0002719662974894337 0.00045282842356839727 -0.00036004625916316704
leaf_weight=0.001169098552010073 0.0013724689828167385 0.0019403554034286815 0.0013074514403424893 0.0018813801261245927 0.0011622624703573046 0.0011950789301674869
leaf_count=187 210 1076 965 1131 237 104
internal_value=0 -4.09081e-05 1.83183e-05 -4.45729e-05 7.6743e-05 -0.000108146
internal_weight=0 0.00865563 0.00671527 0.00540782 0.00352644 0.00236418
internal_count=3910 3700 2624 1659 528 291
is_linear=0
shrinkage=0.00196078


Tree=7955
num_leaves=9
num_cat=0
split_feature=50 4 40 47 16 16 15 52
split_gain=2.26177e-05 2.17691e-05 2.77025e-05 4.44733e-05 3.97968e-05 5.81787e-05 4.15753e-05 3.9639e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 -0.014099999999999998 0.15737500000000001 0.05377500000000001 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00031813130907731586 -0.00028573736432399761 0.00027863833003164491 -6.7813283564667254e-05 0.00041047486942783298 0.00045305240638496974 -0.00014704765693309638 9.5756483788279073e-05 -0.00061079468725413252
leaf_weight=0.0010108115985269549 0.0010293123499742702 0.0011066673256664309 0.0010039789119380192 0.0010059826954299366 0.0012429815325528083 0.0012415047946323645 0.0013418363095535706 0.0010654745534409433
leaf_count=274 715 396 155 228 591 419 871 261
internal_value=0 2.10567e-05 -1.49692e-05 2.94311e-05 -3.55855e-05 0.000153181 -0.000173066 -0.000347372
internal_weight=0 0.00901924 0.00791257 0.00690176 0.00589578 0.00248449 0.00341129 0.00206945
internal_count=3910 3195 2799 2525 2297 1010 1287 416
is_linear=0
shrinkage=0.00196078


Tree=7956
num_leaves=7
num_cat=0
split_feature=42 49 160 47 15 0
split_gain=1.10236e-05 2.21331e-05 4.7771e-05 2.27809e-05 3.51718e-05 5.95548e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.069910000000000014 0.09550500000000002 -0.10192499999999999 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.022155633550535063 -0.0080362163256796071 -0.014242670914556039 0.0074966743333278948 0.017221722862920227 0.022956117498429209 -0.0045082502749289348
leaf_weight=0.001071256398252162 0.0014649874569925081 0.001072863566319649 0.0011024266706662221 0.0011642822930665563 0.0013272684258431864 0.0019488500182789478
leaf_count=489 832 361 221 216 829 962
internal_value=0 0.00142888 -0.00711687 0.00479816 0.0014722 0.00661851
internal_weight=0 0.00768695 0.00217368 0.00551326 0.00434898 0.00327612
internal_count=3910 3078 710 2368 2152 1791
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=8
num_cat=0
split_feature=3 52 0 16 0 15 3
split_gain=9.01082e-06 1.99068e-05 2.68866e-05 3.95731e-05 3.34327e-05 4.79189e-05 3.26257e-05
threshold=0.13772500000000001 0.11262000000000001 -0.077944999999999987 0.15737500000000001 -0.10071499999999999 -0.07142999999999998 0.086245000000000016
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=0.005420222934232507 0.00775998369578286 -0.014494366446502508 0.022206910277869425 -0.003096665030820111 -0.018831782248909565 0.019064708615416009 -0.018791312182678942
leaf_weight=0.0010727993880653079 0.0012639492955753466 0.0010032008171844261 0.0011763103573359801 0.0013023741803121621 0.0011421404246730439 0.0010157059444709736 0.0011566051540075339
leaf_count=246 239 608 564 458 1493 218 84
internal_value=0 -0.00133627 0.000586298 0.00891166 -0.00411732 0.00106154 -0.00714061
internal_weight=0 0.00786914 0.00686594 0.00247868 0.00438725 0.00324511 0.0022294
internal_count=3910 3671 3063 1022 2041 548 330
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=8
num_cat=0
split_feature=42 157 0 2 16 2 48
split_gain=9.28434e-06 2.08329e-05 4.7598e-05 5.50191e-05 3.8252e-05 2.73405e-05 4.59648e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 -0.083564999999999987 0.11230000000000001 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.011938528829813895 -0.007368580237489316 -0.00017512715894053526 0.020336417182224748 -0.0012892867274873602 -0.027571552990799345 -0.004998602377343786 0.02841579428794315
leaf_weight=0.0010253295400446914 0.0014629907482886636 0.0010289576109951458 0.0013243772574544309 0.0010074457492347142 0.0010097932750237997 0.0011756710127878312 0.0010786297697111804
leaf_count=625 832 449 241 650 570 316 227
internal_value=0 0.0013261 0.00337906 -0.00085789 -0.0137446 0.00719692 0.0140701
internal_weight=0 0.0076502 0.00662487 0.0053005 0.00203875 0.00326175 0.00208608
internal_count=3910 3078 2453 2212 1019 1193 877
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=8
num_cat=0
split_feature=1 12 1 12 43 0 16
split_gain=1.09657e-05 2.3439e-05 2.32991e-05 3.38044e-05 3.90353e-05 1.6508e-05 1.87898e-05
threshold=0.12864500000000004 0.10129000000000001 0.11097000000000001 0.091405000000000014 -0.0037249999999999996 -0.10071499999999999 -0.092424999999999993
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.013946846606192812 0.0094384539218273552 -0.015536433399065991 -0.012607310682975657 0.017794645550567357 0.0016535728496559856 -0.0047122371712939853 0.020559147232510788
leaf_weight=0.0015059266006660519 0.0010716336141068797 0.0010146842440527703 0.0011040006420936777 0.0012534495006053734 0.0010966606199762328 0.0010338876909513385 0.0010097420055460438
leaf_count=1405 331 438 284 708 150 462 132
internal_value=0 -0.00133199 0.000725934 0.00322098 -0.000710688 0.00563671 0.0107163
internal_weight=0 0.00801835 0.00700367 0.00589967 0.00464622 0.00314029 0.0021064
internal_count=3910 3579 3141 2857 2149 744 282
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=7
num_cat=0
split_feature=160 133 43 43 4 15
split_gain=9.03475e-06 2.34297e-05 2.77408e-05 3.22963e-05 2.65867e-05 4.82755e-05
threshold=0.087825000000000014 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 -0.078484999999999985 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0014441162400735826 -0.0076763722657708158 -0.012111615435576949 -0.01315920039204657 0.025670511803648651 -0.010400740136213095 0.014714656034640625
leaf_weight=0.0011897296862599105 0.001328052954289189 0.0011221134660565667 0.0012879632202318428 0.0010237846659043081 0.0013425731727335249 0.0017800144197530675
leaf_count=247 427 829 698 723 347 639
internal_value=0 0.00125075 0.00351433 0.0126492 -0.00107017 0.00391616
internal_weight=0 0.00774618 0.00662407 0.00221351 0.00441055 0.00312259
internal_count=3910 3483 2654 970 1684 986
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=7
num_cat=0
split_feature=1 42 133 2 2 16
split_gain=8.86312e-06 2.21103e-05 2.30536e-05 3.09409e-05 3.72829e-05 1.82586e-05
threshold=0.12864500000000004 0.092145000000000019 0.065880000000000008 0.089910000000000004 0.10796500000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.018538889310967942 0.008506911333533913 -0.013541822037726345 0.011913591629833143 0.017070836882605283 -0.0060749783449230354 -0.0013002183836973342
leaf_weight=0.0012791965373903449 0.0010679041226729904 0.0012272254603648653 0.0015151686830532172 0.0013486630164311981 0.0014379104201630484 0.0011822648971885799
leaf_count=706 331 727 892 471 339 444
internal_value=0 -0.00119297 0.00104781 -0.00208927 0.00512728 -0.010259
internal_weight=0 0.00799043 0.0067632 0.00524803 0.00278657 0.00246146
internal_count=3910 3579 2852 1960 810 1150
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=7
num_cat=0
split_feature=4 4 1 52 16 0
split_gain=9.26687e-06 1.70779e-05 2.49467e-05 1.48666e-05 2.18186e-05 7.67211e-06
threshold=0.24280000000000004 0.055260000000000011 0.10420500000000001 0.071660000000000015 -0.0017249999999999998 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0067638409921025244 0.0063299925211053936 -0.012062880811385625 0.014971036458943647 0.0046404842142586545 -0.01870878841482964 0.0055407271540555648
leaf_weight=0.0010254351438094334 0.0018212741718535283 0.001293473814584967 0.0010057155858795332 0.0018931721275401753 0.001004125704831888 0.001001787288724138
leaf_count=160 549 347 349 1067 595 843
internal_value=0 -0.00165184 0.000618966 -0.0023121 -0.00665421 -0.000683324
internal_weight=0 0.00722371 0.00593024 0.00492452 0.00303135 0.00202722
internal_count=3910 3361 3014 2665 1598 1003
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=8
num_cat=0
split_feature=51 484 49 42 2 52 12
split_gain=8.66505e-06 1.70525e-05 2.01416e-05 3.52046e-05 2.57556e-05 3.28442e-05 1.85181e-05
threshold=0.08955500000000001 0.073820000000000011 -0.031434999999999998 -0.082904999999999993 0.10946500000000002 0.084240000000000023 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0094837674728564351 -0.008143853365401358 0.013262971229721532 0.013378062902567062 0.0046274950709258005 0.0057712519437243207 -0.025604191045496095 -0.014144193483120258
leaf_weight=0.0015278543142000136 0.0011514366748107191 0.0010118769970842408 0.0010002632001726748 0.0010788406158070904 0.0011027225015188356 0.0011382593445692897 0.0010246433718602843
leaf_count=367 487 456 445 342 384 626 803
internal_value=0 0.00114293 -0.000641556 -0.003536 -0.00743027 -0.0119209 -0.00451652
internal_weight=0 0.00788446 0.00687258 0.00534473 0.00434447 0.00324174 0.00210348
internal_count=3910 3423 2967 2600 2155 1771 1145
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=8
num_cat=0
split_feature=11 0 48 49 0 13 43
split_gain=2.47515e-05 2.91093e-05 0.000136507 4.38711e-05 4.11697e-05 3.74305e-05 5.81829e-05
threshold=1.0000000180025095e-35 -0.18901999999999997 0.08955500000000001 -1.0000000180025095e-35 -0.10071499999999999 -0.094679999999999986 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00019955796650439602 -0.00030386661574621641 -0.00039901450655891797 0.00073986272477639915 0.00032309902064067865 0.00025854493429410279 6.1607982368494909e-05 -0.00051095988536338608
leaf_weight=0.0018513245741054417 0.0010068696747794663 0.0010464479118169803 0.0010231036180973121 0.0014394668782648479 0.0010023497396843537 0.0015954860967766988 0.0011922138420076339
leaf_count=213 304 477 432 241 131 840 1272
internal_value=0 2.00347e-05 7.57319e-05 -3.25343e-05 4.08e-05 -6.64177e-05 -0.000183262
internal_weight=0 0.00915039 0.00729907 0.00627596 0.00522952 0.00379005 0.0027877
internal_count=3910 3606 3393 2961 2484 2243 2112
is_linear=0
shrinkage=0.00196078


Tree=7965
num_leaves=9
num_cat=0
split_feature=160 133 16 0 16 1 2 0
split_gain=1.87076e-05 5.82893e-05 5.23957e-05 2.84345e-05 7.52579e-05 5.12325e-05 2.87059e-05 5.24477e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.0060199999999999993 -0.15713499999999997 -0.071799999999999989 0.088675000000000018 0.10113500000000002 -0.06402999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 -6
right_child=1 3 -4 4 6 -7 -8 -9
leaf_value=-0.00049546406432196695 -0.00037094343090416341 -0.0001153570229433015 0.00012492811094119043 0.00016761122223018921 -0.00021018959176682776 0.00078482418934997205 -0.00028640925502815176 0.00039947737382481471
leaf_weight=0.0010034965826447213 0.0011615879658255215 0.0017211300653126073 0.0010939508730204767 0.0010690919751937908 0.0010233953446329793 0.0010013380982431721 0.0010139313292768046 0.0011545021389964391
leaf_count=772 848 189 446 366 476 348 315 150
internal_value=0 3.5768e-05 -0.00017189 0.000103419 0.000174974 0.000466119 -1.3882e-05 0.000112994
internal_weight=0 0.00814498 0.00209745 0.00698339 0.00526226 0.00207043 0.00319183 0.0021779
internal_count=3910 2692 1218 1844 1655 714 941 626
is_linear=0
shrinkage=0.00196078


Tree=7966
num_leaves=6
num_cat=0
split_feature=160 133 0 16 12
split_gain=8.80562e-06 4.34115e-05 3.1457e-05 5.49508e-05 1.47299e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.15713499999999997 -0.071799999999999989 0.091555000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0061700173618251973 -0.017447725571487698 -0.0077573315171324542 0.02228863975907866 0.0061476191135550144 -0.0085384765470550277
leaf_weight=0.0018677309323555649 0.001031804817889061 0.0015225799200830458 0.001830658822580477 0.0016374418411357441 0.0011716063362389578
leaf_count=1218 848 189 714 520 421
internal_value=0 0.00153622 0.00471487 0.00880778 2.22978e-05
internal_weight=0 0.00719409 0.00616229 0.00463971 0.00280905
internal_count=3910 2692 1844 1655 941
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=7
num_cat=0
split_feature=133 160 42 48 0 0
split_gain=1.12263e-05 4.08576e-05 2.21478e-05 2.73969e-05 4.2614e-05 4.14155e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.087945000000000009 -0.10575999999999998 -0.017269999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0094766726693619047 -0.01539659087636284 0.021119397359733828 0.012648526617398332 -0.012700140049783646 -0.015280065134154405 0.011594694635362215
leaf_weight=0.0010889275053461997 0.0016430691300834514 0.0010020880736109354 0.0015591646857823866 0.0014231405512299283 0.0013126261723869236 0.0010182376828727318
leaf_count=604 1086 228 685 289 810 208
internal_value=0 -0.00134928 0.00230548 -0.00108523 0.00387423 -0.00353983
internal_weight=0 0.00795833 0.00631526 0.00475609 0.00333295 0.00233086
internal_count=3910 3306 2220 1535 1246 1018
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=7
num_cat=0
split_feature=133 160 1 3 12 3
split_gain=9.10321e-06 3.35455e-05 2.55782e-05 4.17065e-05 2.28415e-05 1.71596e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.10386500000000001 -0.080664999999999987 0.051320000000000005 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
right_child=1 2 4 5 -6 -7
leaf_value=0.0085366943320535488 -0.016461399414746111 0.0098139339923569175 0.017689983168217804 -0.017784674696668709 -0.0018297340284963654 -0.0016578654584328417
leaf_weight=0.0010879991137820637 0.0012214526360144612 0.0015655749492107332 0.001453166805635878 0.0015078106432692483 0.001020459036428667 0.0011731535468198842
leaf_count=604 747 1106 452 641 236 124
internal_value=0 -0.00121687 0.00155397 -0.00315466 0.0096374 -0.0107278
internal_weight=0 0.00794162 0.00672016 0.00424654 0.00247363 0.00268096
internal_count=3910 3306 2559 1871 688 765
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=8
num_cat=0
split_feature=15 16 15 150 16 160 43
split_gain=1.82123e-05 3.6252e-05 3.5845e-05 2.60183e-05 1.95658e-05 3.47139e-05 7.34716e-05
threshold=-0.15202999999999997 -0.42360999999999993 -0.10071499999999999 0.086420000000000011 -0.069894999999999985 -0.07415999999999999 -0.074254999999999988
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=0.00021535003571710885 -0.0003778178041581992 0.00035374366564751763 0.00017314726074196121 -0.00032633623811460853 0.00023649763848880199 0.00012908745054292592 -0.0005165200012932264
leaf_weight=0.0012373929920278795 0.0010648906693076924 0.0010035110434947515 0.0018690519978358617 0.0010545239611617326 0.0010157369546080356 0.0013777089830540514 0.0013338304615518829
leaf_count=459 259 198 1154 277 429 503 631
internal_value=0 -3.885e-05 8.30791e-06 -4.3813e-05 9.42322e-06 -7.26766e-05 -0.000188493
internal_weight=0 0.00871925 0.00765436 0.00665085 0.00559633 0.00372728 0.00271154
internal_count=3910 3451 3192 2994 2717 1563 1134
is_linear=0
shrinkage=0.00196078


Tree=7970
num_leaves=8
num_cat=0
split_feature=15 16 52 16 15 15 3
split_gain=8.52628e-06 3.77517e-05 3.53106e-05 4.2961e-05 2.73446e-05 4.7851e-05 4.53999e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.10433000000000002 0.26760500000000004 -0.0063699999999999989 -0.096369999999999983 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6
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leaf_value=0.0081766545635087434 -0.017896489077612751 0.009532142132218091 0.018259640945122876 -0.019811979400521654 -0.0060484326588676014 -0.020726171095019459 0.020939674238429677
leaf_weight=0.0011071464119367736 0.0011556213704852292 0.0010283465394835391 0.0010774695438585166 0.0010441513620656562 0.0010769397782875668 0.0010627760951428006 0.0014798140267313221
leaf_count=459 298 220 540 411 436 704 842
internal_value=0 -0.0011919 0.00165974 -0.00148253 0.0026352 -0.00584611 0.00957191
internal_weight=0 0.00792512 0.0067695 0.00569203 0.00464788 0.00209112 0.00255675
internal_count=3910 3451 3153 2613 2202 924 1278
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=7
num_cat=0
split_feature=48 43 2 2 0 16
split_gain=1.19821e-05 2.3677e-05 4.26669e-05 5.49446e-05 3.74957e-05 3.36271e-05
threshold=0.092755000000000018 -0.0037249999999999996 0.093070000000000014 0.11203000000000002 -0.077944999999999987 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00042631680246627067 0.00014144332741000259 0.00042830021812882197 -0.00046844879836497141 0.00015864366771992694 8.5899913778688884e-06 -1.9041226102358329e-05
leaf_weight=0.001291710811934639 0.0017485819019309066 0.0013795440227192114 0.0010739447853166033 0.001074783591418656 0.0018591319608225118 0.0012151078724199032
leaf_count=1467 448 329 302 273 712 379
internal_value=0 -3.79476e-05 4.95725e-05 -0.00015478 -0.000169703 0.000218805
internal_weight=0 0.00789422 0.00474338 0.00214873 0.00315084 0.00259465
internal_count=3910 3462 1283 575 2179 708
is_linear=0
shrinkage=0.00196078


Tree=7972
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=8.13545e-06 2.8766e-05 1.80822e-05 2.78133e-05 4.04891e-05 5.46313e-05
threshold=0.076710000000000014 -0.082054999999999975 0.024640000000000006 -0.088439999999999977 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0046370993068313464 0.019430207037316169 -0.014452295505656524 -0.010057362465926641 -0.0062680368425581381 -0.016317456825105589 0.021652770990058051
leaf_weight=0.0017220114597664221 0.0010138083347054436 0.0014575686918163985 0.0010016564221223771 0.0014765128380786754 0.0010150716409818529 0.0013338734067670419
leaf_count=521 283 1487 544 164 416 495
internal_value=0 -0.00411377 0.00217231 0.00470368 0.000800906 0.00698382
internal_weight=0 0.00317958 0.00584092 0.00483927 0.00382546 0.00281039
internal_count=3910 2008 1902 1358 1075 659
is_linear=0
shrinkage=0.1


Tree=7973
num_leaves=8
num_cat=0
split_feature=1 0 133 15 47 48 1
split_gain=1.43836e-05 5.04568e-05 7.66078e-05 2.47521e-05 3.04633e-05 4.60038e-05 6.61e-06
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.035895000000000003 0.087850000000000025 0.086215000000000014 0.11899000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -6
right_child=3 2 -4 -5 6 -7 -8
leaf_value=-0.00046518100942806543 0.00041364411314056323 0.00035091151434341853 -0.00035764358830893731 -0.00022781857458331245 2.8030283088187573e-05 -8.129983005426959e-05 -0.00018648089299051624
leaf_weight=0.0010477080841255373 0.0019523882859373278 0.0013836418466094029 0.0010184974622018711 0.001025185496581392 0.0012070136376104998 0.0011456927773768172 0.0010181474916820406
leaf_count=1044 792 435 529 532 246 206 126
internal_value=0 -0.00010612 5.0487e-05 5.11719e-05 0.000104902 0.00023061 -7.01217e-05
internal_weight=0 0.00344985 0.00240214 0.00634843 0.00532324 0.00309808 0.00222516
internal_count=3910 2008 964 1902 1370 998 372
is_linear=0
shrinkage=0.00196078


Tree=7974
num_leaves=9
num_cat=0
split_feature=50 484 133 0 47 4 16 3
split_gain=1.92773e-05 2.77369e-05 3.53698e-05 4.46602e-05 4.85431e-05 6.2395e-05 5.22448e-05 3.28465e-05
threshold=0.086465000000000014 0.084225000000000008 0.090085000000000012 -0.017269999999999997 0.096175000000000024 0.0057500000000000008 -0.094359999999999986 -0.016619999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=7.3569885630708811e-05 -0.00026059801092493507 0.00033205354009720444 -0.00032733709011622023 0.00041631796018635743 -0.00035898319731649951 2.2238854702630624e-05 0.0006259452659216954 -0.00040930824497665381
leaf_weight=0.0010965659605619643 0.0010132611391845724 0.0010025848901472232 0.0011794592714680545 0.0010308855992363494 0.0013063803369659831 0.0011848216820306168 0.0010304429018194936 0.001070131196867903
leaf_count=999 715 417 558 276 230 325 183 207
internal_value=0 2.48335e-05 -1.41622e-05 4.0811e-05 -2.72413e-05 7.16598e-05 0.000303056 -0.000164924
internal_weight=0 0.00890127 0.00789869 0.00671923 0.00568834 0.00438196 0.00221526 0.0021667
internal_count=3910 3195 2778 2220 1944 1714 508 1206
is_linear=0
shrinkage=0.00196078


Tree=7975
num_leaves=8
num_cat=0
split_feature=50 160 133 2 42 42 4
split_gain=1.51288e-05 2.13396e-05 4.06204e-05 3.91592e-05 3.78385e-05 4.51706e-05 1.28943e-05
threshold=0.084340000000000012 0.087825000000000014 0.087895000000000015 0.10705000000000002 -1.0000000180025095e-35 0.084100000000000022 -0.0082299999999999995
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=-0.00010869377758649187 -0.00023025571560321705 -0.00019989562167421567 -0.00029506319175167989 -0.00012130669846793817 0.00032724144855559916 2.809190806966954e-05 0.00062813067249186912
leaf_weight=0.0010388066013456007 0.0010199603164545096 0.0014005694439150262 0.001040393184866705 0.0018063263640312978 0.0010208491055655089 0.0013034888938730687 0.0011811122996151419
leaf_count=531 731 375 620 524 287 642 200
internal_value=0 2.20204e-05 6.40729e-05 0.000122909 0.000219984 0.000317384 0.000488636
internal_weight=0 0.00879155 0.00739098 0.00635058 0.00454426 0.00350545 0.00220196
internal_count=3910 3179 2804 2184 1660 1129 487
is_linear=0
shrinkage=0.00196078


Tree=7976
num_leaves=7
num_cat=0
split_feature=42 47 13 43 1 48
split_gain=8.03143e-06 2.46479e-05 2.05357e-05 2.79891e-05 5.21035e-05 3.81701e-05
threshold=-0.090359999999999982 0.087850000000000025 0.00079000000000000012 0.013605000000000001 0.077800000000000022 0.084500000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.0084933454049954532 -0.020484738486868256 -0.0090555849826425994 0.016136954626917242 0.015928261509166198 0.014768206564353088 -0.0086395395987087387
leaf_weight=0.0010013381758819375 0.0011482310325687151 0.0018698876077215282 0.0011448433335529426 0.0010379355985162481 0.0016279444658128888 0.0012177222688875625
leaf_count=440 1148 455 461 439 736 231
internal_value=0 0.0010034 0.00404859 0.00129825 -0.00250381 0.00475153
internal_weight=0 0.00804656 0.00617668 0.00503183 0.0039939 0.00284567
internal_count=3910 3470 3015 2554 2115 967
is_linear=0
shrinkage=0.1


Tree=7977
num_leaves=8
num_cat=0
split_feature=11 48 42 16 16 1 1
split_gain=3.21087e-05 3.66971e-05 2.49595e-05 3.41233e-05 6.89085e-05 6.81701e-05 3.88252e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.15737500000000001 -0.0083999999999999995 0.092550000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-8.5861610342795303e-05 -0.00034174729765523108 0.00028704550026938932 -0.00023349010983445863 -0.00025131313244266759 0.00055411744151709428 -0.00041499038717204514 0.00044370628781453515
leaf_weight=0.0010558614740782423 0.0010136599786104506 0.0016877750482131729 0.0018098030326815723 0.0012662364666680978 0.001040888985879917 0.001128599274233475 0.0010733541060604819
leaf_count=810 304 433 1243 230 373 316 201
internal_value=0 2.62276e-05 -3.34629e-05 3.1589e-05 0.000114921 -2.54041e-05 0.000181098
internal_weight=0 0.00906252 0.00737474 0.00556494 0.0042987 0.00325781 0.00212922
internal_count=3910 3606 3173 1930 1700 1327 1011
is_linear=0
shrinkage=0.00196078


Tree=7978
num_leaves=8
num_cat=0
split_feature=11 48 42 16 16 1 1
split_gain=2.10907e-05 2.53001e-05 3.51557e-05 2.94557e-05 6.3032e-05 6.14426e-05 3.48102e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.15737500000000001 -0.0083999999999999995 0.092550000000000007 0.084795000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-5.2499050206725157e-05 -0.00027593962086919682 0.00024360161854616177 -0.00026541703467049385 -0.00021221534413163901 0.00055624192833915345 -0.00038435515367462979 0.00045257760523970217
leaf_weight=0.0010893170003186525 0.0010006675637709911 0.0016475910314627373 0.0017738709000474475 0.0012469308521320614 0.0010158787382534944 0.0010819641655357105 0.0010120355703503933
leaf_count=845 304 433 1243 230 373 316 166
internal_value=0 2.43555e-05 -2.56761e-05 5.24106e-05 0.00013099 -4.71897e-06 0.000190752
internal_weight=0 0.00886759 0.00722 0.00544613 0.0041992 0.00318332 0.00210135
internal_count=3910 3606 3173 1930 1700 1327 1011
is_linear=0
shrinkage=0.00196078


Tree=7979
num_leaves=6
num_cat=0
split_feature=42 133 49 1 16
split_gain=1.3723e-05 1.90979e-05 2.72654e-05 3.92305e-05 4.22571e-05
threshold=0.092145000000000019 0.065880000000000008 -0.0019649999999999997 0.11198000000000001 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00022513197149368779 -0.00017807352257738116 0.00020892047017680818 -0.00031877547299970655 0.00033057801283118061 0.00013262305072349244
leaf_weight=0.0018880355630201389 0.0015843138263324725 0.0016621354471934762 0.001409957148185822 0.0013859767000801134 0.0018350591697761697
leaf_count=436 832 923 841 269 609
internal_value=0 2.13028e-05 -2.65335e-05 5.44343e-05 -6.35093e-05
internal_weight=0 0.00818116 0.00651903 0.00463099 0.00324502
internal_count=3910 3078 2155 1719 1450
is_linear=0
shrinkage=0.00196078


Tree=7980
num_leaves=7
num_cat=0
split_feature=13 2 13 3 3 52
split_gain=1.41226e-05 4.42454e-05 1.99982e-05 3.35906e-05 2.8508e-05 2.81514e-05
threshold=-0.091229999999999992 0.099990000000000009 -0.017604999999999999 0.076695000000000013 -0.069909999999999986 -0.069134999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5
right_child=2 -3 3 5 -6 -7
leaf_value=-0.00018625008137097634 -0.00025307502767824193 0.00034297951657776422 -5.3938839194234376e-06 -0.00041156979250412171 0.00038300247481542696 -4.0826636102302268e-06
leaf_weight=0.0010627155631742575 0.0015467165204581506 0.0014174183738873615 0.0019925892480093673 0.0010578375351951025 0.001143541087128453 0.0016982888261356036
leaf_count=363 1619 244 976 138 363 207
internal_value=0 0.000116209 -5.46462e-05 -2.55865e-06 0.000136229 -0.000160482
internal_weight=0 0.00248013 0.00743897 0.00589226 0.00313613 0.00275613
internal_count=3910 607 3303 1684 1339 345
is_linear=0
shrinkage=0.00196078


Tree=7981
num_leaves=7
num_cat=0
split_feature=42 43 133 16 2 2
split_gain=8.91248e-06 1.64534e-05 2.30412e-05 2.80194e-05 3.04789e-05 5.95522e-05
threshold=0.092145000000000019 -0.093039999999999984 0.083815000000000014 -0.19424999999999998 0.097940000000000013 0.085805000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0096842509437939997 -0.0072245240566061941 -0.011818342278579204 0.015862910252923822 0.011889911608119528 0.016619979828550534 -0.019098754163630636
leaf_weight=0.0011575660668268406 0.0014628784053420966 0.0013792494244758589 0.0011850771824792761 0.0014021448421851377 0.0013939835117524769 0.0011119307279708595
leaf_count=488 832 314 657 735 437 447
internal_value=0 0.00129634 0.00326019 0.000435462 0.00476013 -0.00181582
internal_weight=0 0.00762995 0.00647239 0.00528731 0.00390806 0.00251408
internal_count=3910 3078 2590 1933 1619 1182
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=7
num_cat=0
split_feature=48 0 2 2 42 4
split_gain=8.35272e-06 4.3597e-05 2.62154e-05 2.63372e-05 2.28095e-05 2.59877e-05
threshold=0.083775000000000002 -0.18087499999999998 0.11260500000000001 0.10066500000000002 -0.082904999999999993 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010979175249883753 -0.0077054636728776027 0.017373586092413469 0.012048239389765023 -0.019415383294139197 -0.013110436387627409 0.0056716209285684951
leaf_weight=0.0010835651048105252 0.0014237006722785039 0.0013508587553741648 0.0010868861216176097 0.0010223675810223116 0.0019106875302969091 0.0011989502342115228
leaf_count=417 122 628 460 311 1649 323
internal_value=0 0.00450485 -0.00207981 -0.00502399 -0.00151514 -0.00586884
internal_weight=0 0.00277456 0.00630246 0.00521557 0.0041932 0.00310964
internal_count=3910 750 3160 2700 2389 1972
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=7
num_cat=0
split_feature=52 13 13 12 16 12
split_gain=8.46215e-06 2.09075e-05 3.02989e-05 4.10794e-05 2.82371e-05 5.23292e-06
threshold=0.11401500000000002 -0.090744999999999978 -0.017604999999999999 0.086865000000000012 -0.071799999999999989 0.089505000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.014992754713561825 -0.0076068180483395116 -0.016560201545626874 -0.014623102490957893 0.017245646933889244 0.0038377514271543847 0.0048160335647487972
leaf_weight=0.0010153427936334736 0.0012766606226803012 0.0011317045411793842 0.0014410785617833773 0.0012425797174817925 0.0019492815285537765 0.0010058060744644432
leaf_count=388 647 1277 320 730 416 132
internal_value=0 0.00117681 -0.00189159 0.00169156 -0.00400907 0.0099284
internal_weight=0 0.00778579 0.00576464 0.00463294 0.00339036 0.00202115
internal_count=3910 3263 2743 1466 736 520
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 15
split_gain=3.62645e-05 3.18663e-05 3.91546e-05 4.56216e-05 7.37574e-05 6.14493e-05 7.82545e-05 1.76351e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089910000000000004 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-5.6901813350767823e-05 -0.00036342066841210435 -0.00025952254723759707 -0.00024953762558258691 0.00050536251260788992 -0.00037295869690920607 -0.00019586951665577114 0.00075693148217203089 0.00029560862733259342
leaf_weight=0.001170665819865573 0.0010137090367512 0.0012824142459327689 0.0012203966150166144 0.0010609686276169669 0.0011838576814100915 0.0012303093399216921 0.0010568544554072235 0.0010219195373257482
leaf_count=412 715 622 300 291 700 326 304 240
internal_value=0 2.72835e-05 7.35774e-05 0.000132217 6.23157e-05 0.000177345 0.000318652 0.000107396
internal_weight=0 0.00922739 0.00794497 0.00672458 0.00566361 0.00447975 0.00324944 0.00219259
internal_count=3910 3195 2573 2273 1982 1282 956 652
is_linear=0
shrinkage=0.00196078


Tree=7985
num_leaves=8
num_cat=0
split_feature=42 51 42 43 12 3 0
split_gain=9.59453e-06 1.99484e-05 2.85206e-05 3.98228e-05 1.66908e-05 2.54693e-05 1.42436e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.07526999999999999 0.088375000000000023 0.086245000000000016 -0.22851499999999997
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=-0.0074250881871784444 -0.011349483746586753 0.024119427040430894 -0.010859858465478107 0.019003937835530071 -0.0081247664792875353 -0.0075851266300835038 0.0086087723667204533
leaf_weight=0.0014814014496691954 0.0010602351666729251 0.0010352328040304495 0.0011493445154855241 0.001023046689502238 0.0011356237981672819 0.0011772480555742003 0.0010083880271355575
leaf_count=1060 521 673 710 388 209 127 222
internal_value=0 0.00137315 0.0034392 0.00649421 0.00229419 0.00598168 -0.000113739
internal_weight=0 0.00758912 0.00652888 0.00537954 0.00434431 0.00320868 0.00218564
internal_count=3910 2850 2329 1619 946 737 349
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=6
num_cat=0
split_feature=52 160 12 52 52
split_gain=1.00445e-05 2.40659e-05 2.33947e-05 5.74459e-05 2.00371e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012 -0.087604999999999988
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0013682182581988274 -0.016050702610120451 -0.0070555210631080278 -0.0095092870908597363 0.01879769067788005 0.015862175038073252
leaf_weight=0.0019056767558684093 0.0010623764799055626 0.0018219497747277511 0.0015939131453609071 0.0016269484684092374 0.0010449985872827872
leaf_count=874 924 568 634 594 316
internal_value=0 -0.00237188 0.000509853 0.00514021 0.00473402
internal_weight=0 0.00610519 0.00504281 0.0034489 0.00295068
internal_count=3910 2720 1796 1162 1190
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=8
num_cat=0
split_feature=50 160 42 3 52 13 2
split_gain=2.59822e-05 3.02985e-05 3.69156e-05 2.97209e-05 4.24599e-05 7.27906e-05 3.77449e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.11266 0.090640000000000012 -0.083514999999999992 0.094010000000000024
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=0.00031629788845996895 -0.00030567717012718227 -0.00032377298333205321 0.00031054393878236943 0.00050692626141383924 -0.00036292029931650249 8.2353040598037142e-05 -0.00037673349918839052
leaf_weight=0.0012067682482156689 0.0010014010255105848 0.0012667725810733372 0.001274477506035758 0.0010734568897058623 0.0011128957488307197 0.0018374253950191118 0.0011011874412087939
leaf_count=557 715 804 257 533 267 430 347
internal_value=0 2.75068e-05 -1.79529e-05 4.25843e-05 -2.4052e-05 6.99457e-05 -8.96806e-05
internal_weight=0 0.00887298 0.00766622 0.00639944 0.00512497 0.00401207 0.00293861
internal_count=3910 3195 2638 1834 1577 1310 777
is_linear=0
shrinkage=0.00196078


Tree=7988
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=9.42709e-06 2.42176e-05 1.8633e-05 3.30405e-05 4.91757e-05 3.21912e-05
threshold=0.076710000000000014 -0.082054999999999975 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0036029280150583669 0.021068205515838476 -0.01390871252861341 -0.010046678714697162 -0.0025573514855704734 -0.017815088813717486 0.01884393708645711
leaf_weight=0.0017192234556268396 0.0010016184788008849 0.0014607094708830282 0.0010094751485817365 0.0014865130054577678 0.001047254480044316 0.0013331897263652076
leaf_count=521 269 1487 544 164 430 495
internal_value=0 -0.00444108 0.00231786 0.00488159 0.000688933 0.00756144
internal_weight=0 0.00317993 0.00587805 0.00486858 0.00386696 0.0028197
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=9
num_cat=0
split_feature=50 4 40 160 43 133 16 4
split_gain=2.5519e-05 3.7007e-05 4.54296e-05 3.86352e-05 4.18309e-05 4.51275e-05 4.56732e-05 5.3502e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 -0.080909999999999996 0.013605000000000001 1.0000000180025095e-35 0.20277000000000003 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.000407627399423657 -0.00030233847009835302 0.00036493615701026411 0.00039298316124863208 -0.00040491593208770877 0.00033582184117325733 -0.00046745306993534311 0.00034410176268588719 0.00013111647915921046
leaf_weight=0.00101086175467811 0.0010030184958294839 0.0010969458158958762 0.0010042355802000443 0.0014040693872075481 0.0010345825040781013 0.0010099861523408839 0.0010642143073553885 0.0014606178805724743
leaf_count=274 715 396 493 635 357 618 292 130
internal_value=0 2.72303e-05 -1.91416e-05 3.71384e-05 -2.26848e-05 -9.77836e-05 -2.7542e-06 -0.000131609
internal_weight=0 0.00908551 0.00798857 0.00697771 0.00597347 0.00493889 0.0039289 0.00286469
internal_count=3910 3195 2799 2525 2032 1675 1057 765
is_linear=0
shrinkage=0.00196078


Tree=7990
num_leaves=8
num_cat=0
split_feature=50 42 51 47 15 12 160
split_gain=2.81074e-05 3.51141e-05 2.79218e-05 4.36863e-05 3.92164e-05 7.18213e-05 3.2831e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 -0.096369999999999983 0.089855000000000004 0.0034400000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.00024813191026783139 -0.00031701605166498196 -0.00020074339594580734 0.00056120156776606322 -0.00017459131312760201 0.00011126405724428224 0.00042250531695760539 -0.00036353540931609323
leaf_weight=0.0014734013914691601 0.0010023076835828761 0.0011379337639549096 0.0010164615327855949 0.0013987485510131813 0.0012464698288958559 0.0018035230008347043 0.0010165550025658828
leaf_count=875 715 481 337 220 604 452 226
internal_value=0 2.89595e-05 8.254e-05 0.000132273 0.000216716 0.00013061 -0.000102017
internal_weight=0 0.00909309 0.00761969 0.00648176 0.00508301 0.00406655 0.00226302
internal_count=3910 3195 2320 1839 1619 1282 830
is_linear=0
shrinkage=0.00196078


Tree=7991
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=2.34916e-05 2.98661e-05 3.84915e-05 2.27961e-05 6.95137e-05 6.95117e-05 5.24171e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00026462119772595761 -0.00028995718771085172 0.00029856236588161075 -0.00061208859527610543 -0.00036001319910787023 0.00034328491060693942 -0.00034579000516286569 0.0002088220009183647
leaf_weight=0.0016490756180075868 0.0010042324705460187 0.0011679424673947583 0.0010170211414747979 0.0010040508360237982 0.0013580699651051754 0.0010875979570276507 0.0016478178860415546
leaf_count=804 715 220 592 359 126 822 272
internal_value=0 2.63481e-05 -2.76073e-05 -8.9909e-05 -3.68421e-05 -0.000174416 -1.1691e-05
internal_weight=0 0.00893158 0.0072825 0.00611456 0.00511051 0.00375244 0.00273542
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=7992
num_leaves=6
num_cat=0
split_feature=2 160 12 3 4
split_gain=9.90066e-06 3.69202e-05 2.86477e-05 7.90018e-05 2.0226e-05
threshold=0.086545000000000025 0.088785000000000017 0.089995000000000006 -0.010319999999999998 -0.0010999999999999996
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0042189426109075908 0.023974849076703154 0.019347435428233986 -0.011948097549207906 -0.0084038550733695292 -0.011719869856643713
leaf_weight=0.0014516957434602678 0.0012378465545639225 0.0010527396073811953 0.0016628510249743472 0.0019261147844324405 0.001763098102571356
leaf_count=1178 668 290 872 470 432
internal_value=0 0.00237948 -0.00132127 0.00426377 -0.00452242
internal_weight=0 0.00587955 0.00482681 0.00316396 0.00321479
internal_count=3910 2300 2010 1138 1610
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=7
num_cat=0
split_feature=4 151 12 16 16 15
split_gain=1.02928e-05 1.97671e-05 2.19015e-05 3.4418e-05 5.49602e-05 3.04656e-05
threshold=0.28937500000000005 -0.016164999999999995 0.086865000000000012 -0.085924999999999987 0.022165000000000004 0.085120000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.0098677324338005464 0.0086556516666319964 -0.022132967452532036 -0.0060343079743982861 0.013305028022959579 -0.017737605422922544 0.014206022065486178
leaf_weight=0.0013091881356372247 0.0011805528820689254 0.0012672917129190938 0.0017328850638247239 0.0011890063365380941 0.0010961140636275559 0.0013027118510886609
leaf_count=564 426 367 912 495 254 892
internal_value=0 -0.00135533 -0.00358561 -0.00891552 -0.00158533 0.00265173
internal_weight=0 0.0078972 0.00658801 0.00355241 0.00228512 0.0030356
internal_count=3910 3484 2920 1116 749 1804
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=9
num_cat=0
split_feature=50 484 133 0 2 150 13 3
split_gain=1.70622e-05 3.05167e-05 3.45651e-05 5.24543e-05 4.52788e-05 7.27529e-05 4.95089e-05 4.63869e-05
threshold=0.084340000000000012 0.084225000000000008 0.090085000000000012 -0.017269999999999997 0.086545000000000025 0.084380000000000024 -0.012034999999999999 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=3.8754532644405974e-05 -0.0002451031283625736 0.00034405828757692354 -0.0003321692536764189 0.00044336340767109014 0.0001884057801558974 0.00051717871972199378 -0.00041105125080995706 -0.00051214697838359571
leaf_weight=0.0011368931878148508 0.0010205450383455406 0.0010062283550083548 0.0011528171790690812 0.0010255976453163451 0.0010947754561161577 0.0011141493216609592 0.001026223550039206 0.0012163267414546292
leaf_count=644 731 417 553 275 502 187 376 225
internal_value=0 2.27688e-05 -1.8856e-05 3.57546e-05 -3.90512e-05 0.000111477 -0.000101635 -0.000245994
internal_weight=0 0.00877301 0.00776678 0.00661397 0.00558837 0.00323515 0.002121 0.00235322
internal_count=3910 3179 2762 2209 1934 1065 878 869
is_linear=0
shrinkage=0.00196078


Tree=7995
num_leaves=7
num_cat=0
split_feature=42 51 2 2 15 12
split_gain=9.55357e-06 1.7597e-05 2.62038e-05 3.51719e-05 2.94107e-05 5.09301e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.086545000000000025 0.091615000000000016 -0.10312999999999999 0.090715000000000018
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.0073931767568502288 -0.010566493900940064 -0.0072375201168043499 0.023487727948243577 0.016562095410242249 -0.015913303794586952 0.011663625246824988
leaf_weight=0.0014831924730733049 0.0010604537758777824 0.0017282451245559062 0.0010311702676154394 0.0010827880899636072 0.0014254787887210197 0.0012631390441155252
leaf_count=1060 521 987 358 287 363 334
internal_value=0 0.00138163 0.00332172 0.00712155 0.00264674 -0.00295739
internal_weight=0 0.00759128 0.00653082 0.00480258 0.00377141 0.00268862
internal_count=3910 2850 2329 1342 984 697
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=8
num_cat=0
split_feature=50 160 4 42 12 3 1
split_gain=2.3165e-05 4.57055e-05 2.97805e-05 3.7162e-05 9.22882e-05 5.55938e-05 1.80362e-05
threshold=0.086465000000000014 -0.081669999999999979 0.24280000000000004 0.090750000000000011 0.086935000000000012 -0.010319999999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00037666278447953151 -0.00028885355684773496 0.00038875792466459618 0.00020374001996767164 0.00019558461599026767 -0.00055958079624867263 3.4581787430930376e-05 -0.00032037186621468653
leaf_weight=0.0012258634164292919 0.0010074520671762765 0.0010462849347948645 0.001649681237968428 0.0013465044753558694 0.0015923839558095107 0.0010068558776527934 0.0012139721771581603
leaf_count=557 715 558 428 531 811 125 185
internal_value=0 2.4531e-05 -3.04185e-05 -9.26626e-05 -0.000172532 1.61145e-05 -0.000159447
internal_weight=0 0.00908155 0.00785568 0.006206 0.0048595 0.00326711 0.00222083
internal_count=3910 3195 2638 2210 1679 868 310
is_linear=0
shrinkage=0.00196078


Tree=7997
num_leaves=6
num_cat=0
split_feature=1 0 150 3 1
split_gain=1.11201e-05 2.62965e-05 1.70065e-05 2.27815e-05 2.65475e-05
threshold=0.076710000000000014 -0.076734999999999984 0.077110000000000012 0.094625000000000015 0.10752500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.014968405012203723 -0.0027911051259411324 0.0033065826309532243 0.012522444413651241 -0.0099917288231271967 0.016569052455307511
leaf_weight=0.0014161014076645854 0.0018024811296805535 0.0017734540582948551 0.0013198996092515028 0.0015980735721430597 0.0011667551899379605
leaf_count=1519 836 489 370 306 390
internal_value=0 -0.00480716 0.00252445 -0.000364855 0.00481643
internal_weight=0 0.00318956 0.00588721 0.00456731 0.00296924
internal_count=3910 2008 1902 1532 1226
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=7
num_cat=0
split_feature=11 15 16 2 133 1
split_gain=2.23111e-05 2.76524e-05 4.43242e-05 4.58521e-05 4.91501e-05 5.46717e-05
threshold=1.0000000180025095e-35 -0.106555 -0.092424999999999993 0.106285 1.0000000180025095e-35 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0002665878544872444 -0.000282165085876831 -0.00027557913618931587 0.00043654052295425273 0.00040148196515681371 -0.00038557364366865294 -0.00010675203723361702
leaf_weight=0.0015291076806539647 0.0010003325710864095 0.0019605734864678055 0.0011456203179767185 0.0012288428440017859 0.0010971765448767557 0.0018819502033212536
leaf_count=591 304 521 598 398 899 599
internal_value=0 2.67856e-05 -2.33478e-05 6.90235e-05 -3.00224e-05 9.88276e-05
internal_weight=0 0.00884327 0.00731416 0.00535359 0.00412475 0.00302757
internal_count=3910 3606 3015 2494 2096 1197
is_linear=0
shrinkage=0.00196078


Tree=7999
num_leaves=7
num_cat=0
split_feature=1 4 4 2 1 1
split_gain=9.08844e-06 2.26959e-05 1.47757e-05 2.91386e-05 5.73264e-05 1.31774e-05
threshold=0.076710000000000014 -0.082054999999999975 -0.034289999999999994 0.089910000000000004 0.11052000000000002 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4
right_child=2 -3 3 4 -6 -7
leaf_value=0.0034145838715538626 -0.0065114637588105919 -0.013510196162811579 -0.010138582112880839 0.030294903513607935 -0.002145972411726847 0.0051351371364137428
leaf_weight=0.0017275440080355049 0.0014435809762020115 0.0014635823933503613 0.0011784670778109418 0.001044445085212948 0.0011384637232312975 0.001084843997653793
leaf_count=521 787 1487 331 191 342 251
internal_value=0 -0.00434782 0.00227873 0.00513269 0.0133758 -0.00281763
internal_weight=0 0.00319113 0.0058898 0.00444622 0.00218291 0.00226331
internal_count=3910 2008 1902 1115 533 582
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=8
num_cat=0
split_feature=133 160 42 151 4 4 13
split_gain=1.39208e-05 4.21802e-05 3.40192e-05 4.29498e-05 9.40312e-05 6.92921e-05 6.03964e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.0021099999999999995 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.00019203912589434827 -0.0002989231983797055 -0.00028597516889475023 -0.00025364669619078124 0.00052109287135501626 0.0006228656479180879 -0.00036075758600370391 -0.00012996638631613216
leaf_weight=0.0011835414683887867 0.0018347140090198095 0.0010715347821014512 0.0011090270581132688 0.0011677401091643616 0.0013068956873495117 0.0012616728079687424 0.0010318891384228273
leaf_count=604 1086 618 350 361 259 193 439
internal_value=0 -3.44874e-05 3.53328e-05 9.39136e-05 0.000174752 5.55632e-06 0.000215668
internal_weight=0 0.00878347 0.00694876 0.00587722 0.0047682 0.0034613 0.00219963
internal_count=3910 3306 2220 1602 1252 993 800
is_linear=0
shrinkage=0.00196078


Tree=8001
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 3 4
split_gain=3.64779e-05 3.22959e-05 4.64515e-05 5.0324e-05 5.69504e-05 7.92926e-05 5.65509e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 0.016865000000000002 -0.10575999999999998 -0.075679999999999983 -0.030814999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.000359806406139033 -0.00035513307912051064 -0.00034856854697324448 0.00036286540932464973 0.00032781550679478151 -0.00046026357332556116 0.00042938560703901341 -0.00020020454279458244
leaf_weight=0.0010377073321887415 0.0010299759590191608 0.0012922874036114798 0.0010367218896414855 0.0019041026879351485 0.0017839565309479394 0.0010356094424430545 0.0011661670190917094
leaf_count=413 715 298 152 464 1410 287 171
internal_value=0 3.38594e-05 -7.29448e-06 5.6377e-05 -4.65302e-05 -0.000153017 9.59243e-05
internal_weight=0 0.00925655 0.00821884 0.00692656 0.00502245 0.00398573 0.00220178
internal_count=3910 3195 2782 2484 2020 1868 458
is_linear=0
shrinkage=0.00196078


Tree=8002
num_leaves=7
num_cat=0
split_feature=13 403 160 151 2 13
split_gain=9.14417e-06 3.50347e-05 3.0059e-05 2.71196e-05 5.32994e-05 5.58307e-05
threshold=0.17936000000000002 0.010605000000000002 -1.0000000180025095e-35 -0.0088999999999999982 0.086545000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.013593430112630537 -0.0090532692688054094 0.018569604053379037 -0.012310384047422549 -0.0096761789252287483 0.0015099342459284487 0.029403188955898787
leaf_weight=0.0015751102124551882 0.0010043333409450904 0.0010017377562648267 0.0010600852251572441 0.00152624874189768 0.001688935077837384 0.0012477061773432832
leaf_count=1077 221 442 382 801 646 341
internal_value=0 0.00106288 -0.00140781 0.00206744 0.00548265 0.0133611
internal_weight=0 0.00809982 0.00709809 0.00552298 0.00446289 0.00293664
internal_count=3910 3689 3247 2170 1788 987
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=8
num_cat=0
split_feature=51 484 150 15 3 0 15
split_gain=1.0499e-05 2.60495e-05 2.64703e-05 3.16293e-05 4.15074e-05 4.63086e-05 2.58232e-05
threshold=0.08955500000000001 0.073820000000000011 0.084800000000000014 -0.017214999999999998 -0.089974999999999986 -0.081964999999999996 -0.106555
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00094828626500237053 -0.0089981141774570349 0.016154617014530786 0.013920858101877435 -0.013177754893578742 0.025776293637193706 -0.0030147597136987959 -0.021033792835051843
leaf_weight=0.0011807803284863108 0.0011450169349059248 0.0010210909388066484 0.0010197339161342016 0.0010798786686151041 0.0010661875045910318 0.0011735999841572115 0.0013978724749423837
leaf_count=462 487 456 271 438 582 592 622
internal_value=0 0.00124478 -0.000955882 -0.00352785 0.00292616 0.0106904 -0.0118365
internal_weight=0 0.00793914 0.00691805 0.00589832 0.00331967 0.00223979 0.00257865
internal_count=3910 3423 2967 2696 1612 1174 1084
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=8
num_cat=0
split_feature=12 48 1 1 4 0 13
split_gain=2.13838e-05 4.49666e-05 8.8221e-05 4.35024e-05 2.91015e-05 3.54337e-05 2.96406e-05
threshold=-0.036459999999999992 0.11280000000000003 0.11198000000000001 0.092550000000000007 0.018480000000000003 -0.084304999999999977 -0.07409499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00026581474333108046 -0.0002648483163277783 -0.00035738539234242888 0.00050207509328873811 -0.00034281297802303225 0.00034749299496851136 0.00035257711459358052 -5.9026616399631194e-05
leaf_weight=0.0011087450553092038 0.0014614077387274703 0.0010592987837948721 0.0014963374953406924 0.0013253961310167837 0.001045409793882783 0.0011536288526424049 0.0016133476027066105
leaf_count=504 985 147 305 475 340 367 787
internal_value=0 2.25091e-05 7.22182e-05 -2.52499e-05 5.45592e-05 -1.78647e-05 0.000112582
internal_weight=0 0.00915483 0.00809553 0.00659919 0.00527379 0.00422838 0.00276698
internal_count=3910 3406 3259 2954 2479 2139 1154
is_linear=0
shrinkage=0.00196078


Tree=8005
num_leaves=8
num_cat=0
split_feature=11 48 42 16 16 1 4
split_gain=2.98673e-05 2.48577e-05 3.88706e-05 3.50424e-05 7.29368e-05 5.41495e-05 4.50241e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 0.15737500000000001 -0.0083999999999999995 0.092550000000000007 -0.0031049999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-9.7721391009047306e-05 -0.00032370746803265236 0.00024417291185910669 -0.00026470581216459047 -0.00022205236844798142 0.00059275329113032363 -0.00034480882897746517 0.000468725086906338
leaf_weight=0.0010840999835643218 0.0010259790382842584 0.0016858999857948418 0.0018650958866278898 0.0012901086966502547 0.0010618173714047789 0.0011355051138764371 0.0010739238205823018
leaf_count=765 304 433 1243 230 373 316 246
internal_value=0 2.90086e-05 -1.92895e-05 6.1789e-05 0.000145866 1.79233e-06 0.000184166
internal_weight=0 0.00919645 0.00751055 0.00564545 0.00435535 0.00329353 0.00215802
internal_count=3910 3606 3173 1930 1700 1327 1011
is_linear=0
shrinkage=0.00196078


Tree=8006
num_leaves=6
num_cat=0
split_feature=1 0 48 4 47
split_gain=9.82198e-06 2.28185e-05 1.66803e-05 3.16006e-05 4.02518e-05
threshold=0.076710000000000014 -0.076734999999999984 0.087945000000000009 -0.034289999999999994 0.09252500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.013983811341180544 -0.0092355302426332681 0.0030172199778136684 -0.0056894682228679286 0.01946146923587665 -0.0044148350617225357
leaf_weight=0.0014175138653657218 0.0010360640635711901 0.0017818683650422155 0.0017915276800229817 0.0019817988661428982 0.0010968694155095325
leaf_count=1519 690 489 365 690 157
internal_value=0 -0.00451523 0.0023644 0.00587101 0.0109548
internal_weight=0 0.00319938 0.00590626 0.00411473 0.00307867
internal_count=3910 2008 1902 1537 847
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=8
num_cat=0
split_feature=52 43 160 47 15 133 16
split_gain=8.86366e-06 1.64522e-05 1.57726e-05 2.43339e-05 3.28681e-05 2.63756e-05 3.62764e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.043720000000000009 0.09550500000000002 -0.10192499999999999 1.0000000180025095e-35 -0.016294999999999994
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=0.014026301410534243 -0.018000767769255809 -0.0034705529076526271 -0.012890937318791207 0.013138215704786127 -0.002403792713023066 -0.012019256653054406 0.021957105385381207
leaf_weight=0.0011106809241834146 0.0011095069649906864 0.0010411961746849771 0.0010799016794652639 0.0011736009598501225 0.0015717431196590886 0.0010071859934135453 0.0010003140188383445
leaf_count=513 381 458 277 255 917 823 286
internal_value=0 0.00556036 -0.00178525 0.000260522 -0.00296278 0.00169875 0.00707055
internal_weight=0 0.00215188 0.00694225 0.00586235 0.00468875 0.00357924 0.00257206
internal_count=3910 971 2939 2662 2407 2026 1203
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=8
num_cat=0
split_feature=42 43 16 3 4 52 0
split_gain=8.22602e-06 1.6601e-05 2.76719e-05 2.73196e-05 1.78611e-05 2.18533e-05 3.20626e-05
threshold=-1.0000000180025095e-35 -0.074254999999999988 0.15100500000000003 -0.082394999999999982 -0.075239999999999987 -0.048794999999999991 -0.17106499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.0068470041920473141 -0.002846504612973943 0.013555902605974363 -0.016367475168150208 0.0197299042940801 0.010020830881629091 0.0063053254989079129 -0.01741560840730921
leaf_weight=0.001485742161984902 0.0010443970428518812 0.0010003446347654839 0.0010342849348127991 0.0011010972169427503 0.0010927764114441302 0.0010060142367867228 0.0013141855489034865
leaf_count=1060 473 534 288 665 179 160 551
internal_value=0 0.00128933 -0.00164506 0.00874002 0.00180522 -0.00163891 -0.00713046
internal_weight=0 0.0075931 0.00544761 0.00214549 0.00441332 0.00341298 0.0023202
internal_count=3910 2850 1712 1138 1424 890 711
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=7
num_cat=0
split_feature=13 47 42 52 4 2
split_gain=9.98883e-06 2.34779e-05 2.81788e-05 4.01282e-05 3.4282e-05 1.96416e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.072349999999999984 0.18622000000000002 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0086962932194466266 -0.013597630485248214 -0.014890501387564058 -0.0098323384108775363 -0.006693409919279799 0.022864477996216798 0.010001750996532357
leaf_weight=0.0011440967453520993 0.0011229749112826332 0.0010952891343436145 0.001577422292922577 0.0012187197761248736 0.0012352016881339752 0.0016707369068424145
leaf_count=210 1013 219 706 709 323 730
internal_value=0 -0.00129967 0.000881399 0.00373292 0.00892077 0.00296004
internal_weight=0 0.00792034 0.00682506 0.00570208 0.00412466 0.00288946
internal_count=3910 3700 3481 2468 1762 1439
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=7
num_cat=0
split_feature=52 2 0 0 3 43
split_gain=9.53714e-06 1.71337e-05 2.77475e-05 3.70129e-05 3.97337e-05 1.29864e-05
threshold=-0.081429999999999989 0.113945 -0.17106499999999999 -0.10209999999999998 -0.060719999999999989 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=0.013322581278096197 0.015584337324876095 -0.011471573190235979 -0.018671256719095256 -0.006436763782966909 0.01582286712287273 -0.0022475519660628911
leaf_weight=0.0011073624617275808 0.0010221043644932483 0.0014579268792863399 0.0010923159712043704 0.001988467400457156 0.0013438529733852565 0.0010376187320145429
leaf_count=513 115 466 312 1826 220 458
internal_value=0 -0.00184317 0.000734057 -0.0026964 0.00254007 0.00579064
internal_weight=0 0.00690467 0.00544674 0.00442464 0.00333232 0.00214498
internal_count=3910 2939 2473 2358 2046 971
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 15
split_gain=1.71657e-05 2.7088e-05 5.70594e-05 3.6801e-05 5.55287e-05 4.82228e-05 5.50463e-05 1.85632e-06
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.088820000000000024 -0.087539999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00017462996824501613 -0.00024928315995970866 -0.00024477002990309525 -0.00033755890556429533 0.00048150815162890622 -0.00030743152535087613 -0.00015856469375464551 0.00066307212286088771 5.6321695270275745e-05
leaf_weight=0.0010111291953931369 0.0010043623428284193 0.0012635301259410064 0.0011487742994109561 0.0010048709882670478 0.0011606464086185752 0.0011983496213950288 0.0010761439707419602 0.0010286021212436987
leaf_count=292 715 622 300 291 700 326 341 323
internal_value=0 2.11461e-05 6.51905e-05 0.000136593 7.32861e-05 0.00017571 0.00030427 0.000114969
internal_weight=0 0.00889205 0.00762852 0.00647974 0.00547487 0.00431422 0.00311588 0.00203973
internal_count=3910 3195 2573 2273 1982 1282 956 615
is_linear=0
shrinkage=0.00196078


Tree=8012
num_leaves=7
num_cat=0
split_feature=42 49 160 1 13 2
split_gain=1.6402e-05 2.42693e-05 6.10431e-05 2.48162e-05 2.78612e-05 4.25461e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.094679999999999986 0.088300000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00046497303810768908 -0.00018833432057157898 0.00025206930716307243 0.00017012879908377384 0.00031852025636720051 0.00011426919278511167 -0.00035302714319685542
leaf_weight=0.0011401389623044271 0.0015962376756973153 0.001405255966873944 0.0011882478970909065 0.0014482080446713806 0.0017915161183966431 0.0012873894035917675
leaf_count=489 832 168 221 303 1062 835
internal_value=0 2.87817e-05 -0.000140861 9.53645e-05 2.32939e-05 -8.11224e-05
internal_weight=0 0.00826076 0.00232839 0.00593237 0.00448416 0.00307891
internal_count=3910 3078 710 2368 2065 1897
is_linear=0
shrinkage=0.00196078


Tree=8013
num_leaves=8
num_cat=0
split_feature=50 160 133 13 2 13 4
split_gain=1.54144e-05 2.35631e-05 2.50813e-05 3.42e-05 7.81076e-05 5.81062e-05 9.54702e-05
threshold=0.084340000000000012 -0.081669999999999979 -1.0000000180025095e-35 -0.070604999999999987 0.10393500000000001 0.076210000000000014 0.0057500000000000008
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=0.00028021080624743527 -0.00023291847262568594 -0.00030716636554533499 0.00050162733837087151 -0.00065841161027943931 -0.00018835379756391293 0.00026397576981517732 6.8406101401742602e-05
leaf_weight=0.0011693156872393572 0.0010265192018576617 0.0010061124455565023 0.0014544414685086385 0.0012118396095803683 0.0011138488399364088 0.001261870896513769 0.0016286210836425057
leaf_count=555 731 785 561 478 231 301 268
internal_value=0 2.09158e-05 -1.85798e-05 2.49469e-05 0.000202388 -8.61408e-05 -0.00024168
internal_weight=0 0.00884605 0.00767673 0.00667062 0.00256829 0.00410233 0.00284046
internal_count=3910 3179 2624 1839 792 1047 746
is_linear=0
shrinkage=0.00196078


Tree=8014
num_leaves=7
num_cat=0
split_feature=1 12 47 52 48 4
split_gain=8.72426e-06 2.24897e-05 1.98061e-05 3.38769e-05 3.44406e-05 3.29962e-05
threshold=0.12864500000000004 0.10129000000000001 0.09252500000000001 -0.088354999999999989 0.086215000000000014 -0.06272999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.012985730058092539 0.0084224159731353127 -0.015096069206764802 -0.011276276918264098 0.0020060303615250419 -0.0092325270417372689 0.0207751761915951
leaf_weight=0.0010619878379305153 0.0010729340464918418 0.0010142286687741956 0.0011312430672139355 0.0019036935598527333 0.001052417350396411 0.0018438455441830638
leaf_count=597 331 438 289 1131 266 858
internal_value=0 -0.00118005 0.000838203 0.00317607 0.00675186 0.0112407
internal_weight=0 0.00800742 0.00699319 0.00586194 0.00479996 0.00374754
internal_count=3910 3579 3141 2852 2255 1989
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=8
num_cat=0
split_feature=50 160 42 3 52 13 49
split_gain=3.36721e-05 2.81921e-05 2.71076e-05 2.9555e-05 3.10461e-05 6.64356e-05 4.22356e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.11266 0.090640000000000012 -0.083514999999999992 -0.0019649999999999997
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=0.00026704715811503297 -0.00034267176242439788 -0.00028038163752543816 0.00031848758144241451 0.00048241652083545002 -0.00031532388076537681 -0.00037333412447076585 0.00011670340299701534
leaf_weight=0.0016482562870945927 0.0010074547164987879 0.0012449091909601468 0.0011614514504017098 0.0010225049279122718 0.0011246208162006823 0.0012279020199909253 0.0015050245275625193
leaf_count=804 715 766 238 470 245 219 453
internal_value=0 3.54683e-05 -1.6917e-05 3.73723e-05 -2.9533e-05 5.60514e-05 -0.00010347
internal_weight=0 0.00893467 0.00728641 0.0060415 0.00488005 0.00375543 0.00273293
internal_count=3910 3195 2391 1625 1387 1142 672
is_linear=0
shrinkage=0.00196078


Tree=8016
num_leaves=8
num_cat=0
split_feature=52 160 47 15 1 3 15
split_gain=9.31743e-06 1.61259e-05 2.5808e-05 2.98623e-05 2.32541e-05 1.88137e-05 1.09939e-05
threshold=-0.081429999999999989 0.043720000000000009 0.09550500000000002 -0.10192499999999999 0.089680000000000024 -0.089604999999999976 -0.016339999999999997
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.01244899626318185 -0.017485625110277913 -0.013059252572023903 0.013504705278189463 0.0068394131672001486 0.014270894400357184 -0.010633854910512221 -0.0018649944191407369
leaf_weight=0.0011385067533763291 0.0011007300544813325 0.0010792885619472477 0.0011732790964402899 0.0010231963343818786 0.001002485744664472 0.0015491740439852898 0.0010148827482066088
leaf_count=569 381 277 255 360 469 1197 402
internal_value=0 -0.00182821 0.000244248 -0.0030833 0.00135131 -0.00368362 0.00570288
internal_weight=0 0.00692815 0.00584887 0.00467559 0.00357486 0.00257237 0.00215339
internal_count=3910 2939 2662 2407 2026 1557 971
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=7
num_cat=0
split_feature=50 160 49 52 2 4
split_gain=2.48338e-05 2.86361e-05 3.48246e-05 2.73233e-05 3.25394e-05 4.29493e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 -0.031409999999999993 0.10113500000000002 -0.038174999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00025685786355225286 -0.00030151530030706538 0.00028374049398669106 -0.00028868209996861695 0.00038568029382293306 -0.00021689850313437448 -0.00011547475180239458
leaf_weight=0.0016567967314399705 0.0010007173744314346 0.0011533822997777414 0.0018249237920417724 0.0013065070229516466 0.0016635608388476907 0.0013234558225279673
leaf_count=804 715 220 738 747 344 342
internal_value=0 2.42192e-05 -2.87847e-05 -8.76985e-05 -2.27216e-06 0.000133488
internal_weight=0 0.00892863 0.00727183 0.00611845 0.00429352 0.00262996
internal_count=3910 3195 2391 2171 1433 1089
is_linear=0
shrinkage=0.00196078


Tree=8018
num_leaves=8
num_cat=0
split_feature=13 47 4 12 4 52 4
split_gain=1.03209e-05 2.15152e-05 2.48645e-05 2.35348e-05 2.27167e-05 2.79568e-05 3.03734e-05
threshold=-0.23438999999999996 0.10887000000000001 0.24280000000000004 0.091555000000000011 -0.12499499999999999 0.0033900000000000002 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0088101213581878602 -0.011771738455105894 -0.014322141446723833 0.013359298831924243 -0.015067908889159707 -0.010578545632055826 0.018988195181986155 0.012247890060942214
leaf_weight=0.0011495167145185508 0.001042475305485529 0.0010979958081214249 0.0012740980074125658 0.001122025375565933 0.0013638030043379213 0.0010163724660022899 0.0010180970033340253
leaf_count=210 260 219 413 1026 900 727 155
internal_value=0 -0.00132848 0.000758285 -0.00212785 0.00114166 0.00510305 -0.000821828
internal_weight=0 0.00793487 0.00683687 0.00556277 0.00444075 0.00339827 0.0023819
internal_count=3910 3700 3481 3068 2042 1782 1055
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=6
num_cat=0
split_feature=52 0 160 16 0
split_gain=9.79701e-06 2.53085e-05 2.44229e-05 1.96868e-05 3.21921e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0077237545372855695 -0.016066862027097683 0.011556301191655552 -0.0051982473964498916 -0.0094517746677847195 0.013652375454461517
leaf_weight=0.0010588302482570453 0.0010681033929998661 0.0019072299205082173 0.0017647914422559722 0.0014085639519704437 0.0018615419235269381
leaf_count=128 924 1062 346 260 1190
internal_value=0 0.00467367 -0.00233227 0.000581386 0.00447853
internal_weight=0 0.00296606 0.006103 0.0050349 0.00362633
internal_count=3910 1190 2720 1796 1536
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=8
num_cat=0
split_feature=13 16 12 133 49 3 2
split_gain=9.29599e-06 2.21602e-05 4.53192e-05 2.20833e-05 2.83073e-05 3.46196e-05 4.65095e-05
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 0.065880000000000008 -0.014479999999999998 0.084925000000000014 0.085155000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0083755627604439227 -0.016039623166421855 0.011340019011295303 -0.020689129461816096 0.013626418047850853 -0.020343310555236246 0.015854983716813081 0.0093650055811024101
leaf_weight=0.0011472186105826914 0.0011614276638098275 0.0011870098487300222 0.0012466166400270729 0.0010304778810550945 0.0010582658347916146 0.0011778126119524339 0.0010496499411527785
leaf_count=210 259 499 861 805 617 139 520
internal_value=0 -0.00125673 -0.00348039 0.000436029 -0.0026204 0.00212298 -0.00554987
internal_weight=0 0.00791126 0.00672425 0.00547763 0.00444716 0.00328573 0.00210792
internal_count=3910 3700 3201 2340 1535 1276 1137
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=8
num_cat=0
split_feature=50 42 0 47 3 4 3
split_gain=1.93315e-05 2.53946e-05 2.274e-05 4.93551e-05 4.3765e-05 4.04353e-05 3.65115e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.06402999999999999 1.0000000180025095e-35 0.094625000000000015 -1.0000000180025095e-35 -0.074234999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.00021309440555843605 -0.00025577541986140581 0.00022132058518819313 0.0004794588386046189 -0.00031871092289570857 0.00041748875487858481 -0.00027902265271324199 -2.1781945094865791e-05
leaf_weight=0.0013992896776968472 0.0010244449828057207 0.0012268079941668577 0.0011687070200896317 0.0013495372344400048 0.0012532461145813999 0.0012575277274543824 0.0010704929979076111
leaf_count=867 731 869 245 265 208 415 310
internal_value=0 2.89483e-05 7.51773e-05 2.70154e-06 0.000118755 -3.19445e-05 0.000239831
internal_weight=0 0.00872561 0.00732632 0.00508712 0.00373758 0.00248434 0.0022392
internal_count=3910 3179 2312 1757 1492 1284 555
is_linear=0
shrinkage=0.00196078


Tree=8022
num_leaves=7
num_cat=0
split_feature=1 4 13 52 12 2
split_gain=1.03863e-05 2.38964e-05 1.67819e-05 3.95308e-05 2.48197e-05 2.1413e-05
threshold=0.076710000000000014 -0.082054999999999975 -0.0010249999999999997 -0.074484999999999982 0.088375000000000023 0.09142500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5
right_child=2 -3 3 5 -6 -7
leaf_value=0.0033262683359655595 0.019720549232076719 -0.014071408167410726 -0.01791384370362336 0.012984822430802201 -0.0016862793876226405 -0.0051476534013307606
leaf_weight=0.0017249952859240169 0.00112796075299807 0.0014557715831847991 0.001063162833222879 0.0014655020230119713 0.0010419142176371684 0.0011722028346221264
leaf_count=521 642 1487 291 238 505 226
internal_value=0 -0.00463629 0.00245913 -0.00163479 0.00944158 0.0049267
internal_weight=0 0.00318077 0.00587074 0.00370087 0.00216987 0.0026377
internal_count=3910 2008 1902 755 1147 464
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=8
num_cat=0
split_feature=157 160 133 133 52 15 0
split_gain=1.57206e-05 4.79819e-05 5.13431e-05 2.46211e-05 5.30158e-05 3.78988e-05 4.79932e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.048490000000000012 -0.053579999999999996 -0.19631499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00022404638669231431 -0.00039849344162089961 -0.00036527094111096911 -0.00014529559754911681 -0.00014173391200284353 0.00048954770390177889 -0.00023213375742846677 0.00041121686603392361
leaf_weight=0.0010226775170529947 0.0011923806412799396 0.0011091263710874761 0.0010208685288094729 0.0013744559228727428 0.0013362050192363101 0.0013246066245511802 0.0014308238199614855
leaf_count=587 813 845 76 571 209 415 394
internal_value=0 -3.2815e-05 2.45867e-05 9.12437e-05 0.000153878 3.51045e-05 0.000179489
internal_weight=0 0.00878847 0.00759609 0.00648696 0.0051125 0.0037763 0.00245169
internal_count=3910 3323 2510 1665 1094 885 470
is_linear=0
shrinkage=0.00196078


Tree=8024
num_leaves=9
num_cat=0
split_feature=50 157 51 42 2 2 48 12
split_gain=2.5426e-05 3.5813e-05 4.44942e-05 4.37045e-05 4.24541e-05 7.25957e-05 7.57621e-05 3.10664e-05
threshold=0.086465000000000014 -0.055684999999999991 -0.032189999999999989 -1.0000000180025095e-35 0.086545000000000025 0.113945 0.084260000000000015 0.091405000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00037179182088374326 -0.00029688257675583921 -0.00038740052929255725 -0.00033655871321814534 -0.00018309524186585068 -0.00014575908366262221 -0.00021782625787648922 0.00068631989682859306 0.00032808515699566277
leaf_weight=0.001022346735137185 0.0010466036303456447 0.0010853078694193522 0.0010306757085548415 0.0015504600307076023 0.0010249355263814374 0.0012406897752182556 0.0014080108896519774 0.001105992529214245
leaf_count=429 715 405 712 695 295 292 190 177
internal_value=0 2.51831e-05 -1.67719e-05 3.78755e-05 9.88415e-05 0.000190299 0.00033338 0.000100175
internal_weight=0 0.00946842 0.00844607 0.00736076 0.00633009 0.00477963 0.00353894 0.00213093
internal_count=3910 3195 2766 2361 1649 954 662 472
is_linear=0
shrinkage=0.00196078


Tree=8025
num_leaves=9
num_cat=0
split_feature=50 4 40 2 3 133 3 2
split_gain=2.35594e-05 2.99193e-05 3.36256e-05 3.72475e-05 6.62915e-05 4.23729e-05 5.74145e-05 3.14547e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.11165000000000001 0.094625000000000015 1.0000000180025095e-35 -0.100615 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00034225332000606108 -0.00028142025722800203 0.00034112839810328217 0.0004881190735137782 -0.00030622460518819536 0.00053588269381650534 -0.00034725701099804022 0.00012433109976651594 -0.00030668784537158744
leaf_weight=0.0010083979657983261 0.0010139837262815457 0.001072931157915403 0.0010486115871397913 0.0010127435315543977 0.0010960034178891798 0.0010475271846046175 0.0015839951892169845 0.0011051153002424432
leaf_count=274 715 396 233 311 119 782 614 466
internal_value=0 3.3891e-05 -7.82354e-06 4.10941e-05 0.000100902 1.27487e-06 9.89538e-05 -5.28002e-05
internal_weight=0 0.00897533 0.00790239 0.006894 0.00588125 0.00478525 0.00373772 0.00268911
internal_count=3910 3195 2799 2525 2214 2095 1313 1080
is_linear=0
shrinkage=0.00196078


Tree=8026
num_leaves=8
num_cat=0
split_feature=50 156 42 160 133 4 1
split_gain=2.06976e-05 2.18098e-05 2.93763e-05 2.7311e-05 5.79765e-05 9.3304e-05 2.42969e-05
threshold=0.086465000000000014 0.084090000000000012 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.10937500000000001
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=-0.00019845774122117266 -0.00026909361172534289 -0.00024265855389071181 0.00063410937575418698 -0.00013847650925892565 -0.00022822442251898797 -0.00014098972023716844 0.00025025956022072573
leaf_weight=0.0013729682891478788 0.0010066228239167521 0.0010178778915567325 0.0017214449968020176 0.0012905832221677058 0.0010660544370264275 0.0013279145019640037 0.0011291380269398818
leaf_count=801 715 518 535 273 563 250 255
internal_value=0 2.74986e-05 6.22714e-05 0.000117048 0.000179928 0.000284059 3.88088e-05
internal_weight=0 0.00892598 0.0079081 0.00653514 0.00524455 0.0041785 0.00245705
internal_count=3910 3195 2677 1876 1603 1040 505
is_linear=0
shrinkage=0.00196078


Tree=8027
num_leaves=8
num_cat=0
split_feature=50 160 49 4 2 0 4
split_gain=1.25563e-05 2.1912e-05 3.37639e-05 2.01048e-05 5.09668e-05 5.14021e-05 1.8589e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.24280000000000004 0.10113500000000002 -0.076734999999999984 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00022693753787956277 -0.00020937708344694023 0.00028333969204695681 -0.00039884634617625564 0.00013927670797433673 -0.00047295823985821363 0.00027289004694490665 -2.7547682623492853e-05
leaf_weight=0.0016103096204523317 0.0010216624885875511 0.0011379547592029696 0.0010413440626151197 0.0012225009841776366 0.0013043168706054053 0.0013940250443953235 0.0010323092509957831
leaf_count=802 731 220 909 352 423 293 180
internal_value=0 2.03468e-05 -2.62956e-05 -8.50747e-05 -0.00014255 -1.82711e-05 -0.000214006
internal_weight=0 0.00874276 0.00713245 0.0059945 0.004772 0.00346768 0.00207365
internal_count=3910 3179 2377 2157 1805 1382 1089
is_linear=0
shrinkage=0.00196078


Tree=8028
num_leaves=8
num_cat=0
split_feature=50 4 40 47 3 48 12
split_gain=2.15238e-05 3.9902e-05 4.81029e-05 3.73342e-05 4.11685e-05 5.06779e-05 3.85428e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.083775000000000002 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0004178552154829324 -0.0002731517704976344 0.00037340037321184513 -3.8339874866450992e-05 0.00038489224007380839 0.00030856903104927455 0.00022302442556424766 -0.00045171054608344254
leaf_weight=0.0010323833592123929 0.0010327442097639037 0.0011130065692766247 0.0019018999894013964 0.0010068668145479086 0.001159333487526672 0.0013287839822510496 0.0015940414877268084
leaf_count=274 715 396 716 228 136 265 1180
internal_value=0 2.54881e-05 -2.27749e-05 3.55685e-05 -2.3208e-05 -0.000102931 -0.000226824
internal_weight=0 0.00913632 0.00802331 0.00699093 0.00598406 0.00482473 0.00349594
internal_count=3910 3195 2799 2525 2297 2161 1896
is_linear=0
shrinkage=0.00196078


Tree=8029
num_leaves=7
num_cat=0
split_feature=52 160 2 16 12 0
split_gain=9.61804e-06 2.37854e-05 1.92768e-05 6.70756e-05 3.69441e-05 1.80028e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 0.088375000000000023 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0058077397481606707 -0.015834739606692131 0.015009534394830784 0.010499563285540527 -0.0019692088531070933 -0.027056221891343674 0.010389809152710788
leaf_weight=0.0010671923253434187 0.0010731017234477227 0.0012979792747826731 0.0014077019144077326 0.0013033537547803898 0.001068045036071775 0.0019219768197602984
leaf_count=128 924 265 315 537 679 1062
internal_value=0 -0.00230787 0.000551199 -0.00326534 -0.0132681 0.00460696
internal_weight=0 0.00615018 0.00507708 0.00366938 0.0023714 0.00298917
internal_count=3910 2720 1796 1481 1216 1190
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=8
num_cat=0
split_feature=11 48 0 4 1 16 52
split_gain=1.76562e-05 2.69901e-05 9.47985e-05 3.55913e-05 3.9392e-05 4.25783e-05 3.34359e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.076329999999999995 0.11198000000000001 -0.057604999999999996 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00032593046675207475 -0.00025355442496208334 -0.00017298409297329838 0.00056733911082404963 -0.00059770063501414809 8.9266429721053455e-05 -6.9785045538895256e-05 -0.00011604270367487901
leaf_weight=0.0014397921893100018 0.0010135647424134595 0.0013745097100512085 0.0012882644987283482 0.0011482631111871899 0.00138441830391536 0.0012025067153315341 0.001212094575025404
leaf_count=689 304 114 591 604 404 820 384
internal_value=0 1.93461e-05 0.000185188 -4.97935e-05 -0.000173124 -0.000327652 0.000123918
internal_weight=0 0.00904985 0.00266277 0.00638707 0.00373519 0.00235077 0.00265189
internal_count=3910 3606 705 2901 1828 1424 1073
is_linear=0
shrinkage=0.00196078


Tree=8031
num_leaves=8
num_cat=0
split_feature=1 0 133 47 13 151 43
split_gain=1.31206e-05 4.51659e-05 6.69697e-05 2.18943e-05 4.26038e-05 5.98297e-05 2.44928e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.077065000000000008 -0.0010249999999999997 -0.0068399999999999989 -0.024279999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -5
right_child=3 2 -4 6 5 -7 -8
leaf_value=-0.00043945048644147621 0.00042687282756680975 0.00032605776624873632 -0.00033796471681877795 0.00013840507454638366 0.00036848931506190056 -0.00024132026850809496 -0.00025885281105323576
leaf_weight=0.0010628929045598257 0.0013080073429307931 0.0013856555436215544 0.001009277348710879 0.0010045257196923212 0.0010055944809600165 0.0016072066000850939 0.0014697148238376819
leaf_count=1044 858 435 529 241 147 446 210
internal_value=0 -0.000103066 4.62241e-05 4.68556e-05 0.000137995 -6.62152e-06 -9.75687e-05
internal_weight=0 0.00345783 0.00239493 0.00639505 0.00392081 0.0026128 0.00247424
internal_count=3910 2008 964 1902 1451 593 451
is_linear=0
shrinkage=0.00196078


Tree=8032
num_leaves=7
num_cat=0
split_feature=1 0 12 2 3 4
split_gain=8.0449e-06 2.34311e-05 1.55457e-05 3.01872e-05 4.22656e-05 1.61831e-05
threshold=0.076710000000000014 -0.076734999999999984 0.097345000000000015 1.0000000180025095e-35 0.086245000000000016 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.01364039563902044 -0.012166706783151226 0.0035395625576813495 0.013483700659771409 0.022165410156494227 -0.011200105476837904 0.0051388168266287126
leaf_weight=0.0014267654888823829 0.001473101710812148 0.0017896443450235041 0.0010021531815339072 0.0010079137330609245 0.00109546380290551 0.0013572836257057823
leaf_count=1519 757 489 296 431 216 202
internal_value=0 -0.00408129 0.00212878 -0.000177644 0.00492575 -0.00215859
internal_weight=0 0.00321641 0.00593592 0.00493376 0.00346066 0.00245275
internal_count=3910 2008 1902 1606 849 418
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 43
split_gain=1.53292e-05 3.9915e-05 3.3362e-05 5.28845e-05 4.79625e-05 4.63389e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.07107999999999999 -0.10071499999999999 0.086635000000000004 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.0001832108387459123 0.00037261500659954824 -0.00035217388457892574 0.0002989410139307398 -1.1256455403361208e-05 0.00013622619789084578 -0.0005708704576757955
leaf_weight=0.0015980808344659278 0.0011091206614410416 0.001037976584548456 0.0019033898120434508 0.0011540612253154807 0.0018778059690303618 0.0011219522290325762
leaf_count=614 487 204 311 549 810 935
internal_value=0 2.66999e-05 -2.73736e-05 2.82849e-05 -9.57369e-05 -0.000287116
internal_weight=0 0.00820431 0.00709519 0.00605721 0.00415382 0.00227601
internal_count=3910 3296 2809 2605 2294 1484
is_linear=0
shrinkage=0.00196078


Tree=8034
num_leaves=7
num_cat=0
split_feature=15 151 2 12 3 1
split_gain=9.13497e-06 3.01204e-05 3.14307e-05 5.58327e-05 5.52101e-05 6.62908e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.106035 0.093125000000000013 -0.084129999999999996 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.0072237273859695585 0.017231180507843655 -0.022029314017714345 -0.012938502610183237 0.022058724396331848 0.018570161052857543 -0.012994766246080813
leaf_weight=0.0014880456753243038 0.001031923803133686 0.0010872167546005069 0.0016832552523840779 0.0011616470563002258 0.00150983177518519 0.0011895329655880102
leaf_count=614 487 661 524 619 715 290
internal_value=0 0.00133836 -0.00113472 0.00288061 -0.00300285 0.0046604
internal_weight=0 0.00766341 0.00663148 0.00494823 0.00378658 0.00269936
internal_count=3910 3296 2809 2285 1666 1005
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=7
num_cat=0
split_feature=42 43 15 1 52 2
split_gain=1.03081e-05 1.76529e-05 1.76936e-05 4.69059e-05 2.86132e-05 3.25145e-05
threshold=0.092145000000000019 0.070805000000000021 -0.074174999999999977 0.10752500000000002 -0.082174999999999984 0.091025000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.0048706934932199334 -0.0077128044333101484 0.012907263025617014 0.0074472186737226942 0.02085101574498547 -0.0011149754047868651 -0.02470128815838523
leaf_weight=0.0018330874765327696 0.0014717358467835227 0.0011396788675337027 0.0011647943833296434 0.0011561102189499867 0.0013018632407685309 0.0010606228163606173
leaf_count=699 832 311 471 289 987 321
internal_value=0 0.00142526 -0.000582853 0.0050775 -0.00537973 -0.0117039
internal_weight=0 0.00765616 0.00651648 0.0029892 0.00352728 0.00236249
internal_count=3910 3078 2767 988 1779 1308
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 43
split_gain=9.8082e-06 2.584e-05 2.78929e-05 3.70881e-05 4.52812e-05 4.97815e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.086635000000000004 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.0074756548806153003 0.016131866541269021 -0.014205295205179484 0.015408852466825907 0.0022832849161980519 0.0087913987597887985 -0.028927697928265789
leaf_weight=0.0014861235388631891 0.0010304154882476704 0.0012711884439526745 0.0015326858264634157 0.0010349448999075403 0.0017484118122046859 0.0010095216063537847
leaf_count=614 487 262 275 536 809 927
internal_value=0 0.00140455 -0.000895858 0.00228105 -0.00302385 -0.0131281
internal_weight=0 0.00762717 0.00659675 0.00532556 0.00379288 0.00204447
internal_count=3910 3296 2809 2547 2272 1463
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=7
num_cat=0
split_feature=11 48 13 13 52 1
split_gain=3.19191e-05 2.48684e-05 3.6268e-05 5.94777e-05 4.50673e-05 3.85547e-05
threshold=1.0000000180025095e-35 0.091555000000000011 -0.016579999999999998 -0.094679999999999986 0.089525000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=6.9833813922481517e-05 -0.00034044256898865767 0.00024553141871634665 0.00015891063887418089 -0.00048791175783601914 0.00045448580366603809 -0.00026471918575365308
leaf_weight=0.0015848681518028066 0.0010048693934691056 0.0016504428673624781 0.0019964741604478549 0.0013709779835597772 0.001014426651088141 0.0014088147108860926
leaf_count=308 304 433 699 1570 270 326
internal_value=0 2.79592e-05 -2.07273e-05 -0.000188859 9.1717e-05 -1.63508e-05
internal_weight=0 0.009026 0.00737556 0.00295585 0.00441972 0.00340529
internal_count=3910 3606 3173 1878 1295 1025
is_linear=0
shrinkage=0.00196078


Tree=8038
num_leaves=6
num_cat=0
split_feature=0 43 16 52 52
split_gain=8.9835e-06 3.01242e-05 2.94269e-05 2.45399e-05 2.7659e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.19424999999999998 1.0000000180025095e-35 -0.081429999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012722212825628297 0.0060473774454925418 -0.0099294086171503454 0.014968104318806004 0.019450392457752638 -0.0057036489563646268
leaf_weight=0.0018359511264684925 0.0019106951977421799 0.0014714066452085292 0.001011401217047478 0.00108419280085081 0.0017977934636802238
leaf_count=1184 446 354 354 891 681
internal_value=0 -0.00166577 0.00211799 0.00667099 0.00173885
internal_weight=0 0.00720075 0.00536479 0.00389339 0.00280919
internal_count=3910 3464 2280 1926 1035
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=7
num_cat=0
split_feature=52 0 1 3 4 0
split_gain=8.5431e-06 2.43333e-05 4.52075e-05 4.52506e-05 3.22467e-05 0.00010563
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.090325000000000003 0.05309500000000001 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.032231551797181179 -0.0076282286004373022 0.01235082014430222 -0.015232979786596899 0.021439707310465812 0.012693654717806075 0.010266578721363561
leaf_weight=0.0010427519679663227 0.0012765992120057452 0.001564175014156329 0.0017504477585937751 0.0010903947059403007 0.0010437454008516063 0.0013318574008383188
leaf_count=983 647 378 429 141 327 1005
internal_value=0 0.00119451 -0.00159345 0.00370187 -0.00195619 -0.00839544
internal_weight=0 0.00782337 0.0062592 0.00450875 0.00341835 0.00237461
internal_count=3910 3263 2885 2456 2315 1988
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=6
num_cat=0
split_feature=1 4 16 13 1
split_gain=1.01065e-05 2.1222e-05 1.46793e-05 2.34616e-05 1.37195e-05
threshold=0.076710000000000014 -0.082054999999999975 0.081265000000000018 -0.0010249999999999997 0.092550000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.002907270783829572 0.014357708120181523 -0.013456064364071155 -0.0077085127023521563 0.0081559425226906557 -0.0056451376413832631
leaf_weight=0.0017348426543830884 0.0016835288826609245 0.0014592577484554372 0.0011510633365791195 0.0011684383851248647 0.001878025383117887
leaf_count=521 1015 1487 381 186 320
internal_value=0 -0.00456849 0.00241906 0.00488365 -0.000351882
internal_weight=0 0.0031941 0.00588106 0.00472999 0.00304646
internal_count=3910 2008 1902 1521 506
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=7
num_cat=0
split_feature=1 150 15 3 0 12
split_gain=8.60454e-06 2.54212e-05 2.60866e-05 4.73436e-05 2.0977e-05 3.09455e-05
threshold=0.085990000000000011 0.077110000000000012 -0.017214999999999998 0.092005000000000017 -0.087614999999999985 0.089745000000000005
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.015071042039731747 0.0044537706759618751 0.015127700590639094 0.01090157296534762 -0.02168349854337006 -0.011487071047551724 0.010505067553073172
leaf_weight=0.0011329157921681501 0.0016512543527432964 0.0012342909493296018 0.0012323376132521895 0.0011942054785409142 0.0011079987385159422 0.0015142503538647829
leaf_count=747 501 348 659 193 784 678
internal_value=0 0.00255383 -0.0012521 -0.00651573 -0.00370013 0.00121256
internal_weight=0 0.00531209 0.0040778 0.00284546 0.00375516 0.00262225
internal_count=3910 1701 1353 694 2209 1462
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=7
num_cat=0
split_feature=1 4 49 48 47 0
split_gain=1.93248e-05 3.22843e-05 2.78812e-05 3.03591e-05 3.87063e-05 2.29369e-05
threshold=0.085990000000000011 -0.15333499999999997 -0.047309999999999998 0.091065000000000021 0.09252500000000001 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.00010336803548437088 0.00030696050446273515 -0.00045503054957665999 0.00025994187103772456 -0.00027691466320113215 -0.00018356121511997947 -7.4764808205737894e-05
leaf_weight=0.0016664246129994825 0.0014215663055088291 0.0011326117404728692 0.0019774480899405781 0.0011865104421770979 0.0012254051129672091 0.0013212763753669317
leaf_count=166 333 721 998 189 181 1322
internal_value=0 -0.00010725 6.83001e-05 -8.99389e-06 9.02585e-05 -0.00025028
internal_weight=0 0.00412031 0.00581093 0.00438936 0.00320285 0.00245389
internal_count=3910 2209 1701 1368 1179 2043
is_linear=0
shrinkage=0.00196078


Tree=8043
num_leaves=8
num_cat=0
split_feature=42 157 0 2 16 2 48
split_gain=9.26255e-06 1.56962e-05 3.66909e-05 4.93314e-05 3.54902e-05 2.3688e-05 5.01976e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 -0.083564999999999987 0.11230000000000001 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.010123970338927177 -0.0073199619511042941 0.00041306501627613615 0.018061414944714319 -0.0025924203163295925 -0.026115563546606293 -0.004450897093486542 0.02844364357337132
leaf_weight=0.0010281462678633198 0.001464025250269653 0.0010080882249628963 0.0013209154354414865 0.0010101990513862948 0.001009065078679359 0.0011511135002757406 0.0010764398090040927
leaf_count=625 832 449 241 650 570 316 227
internal_value=0 0.00136617 0.00316268 -0.000582384 -0.0128577 0.00706525 0.0134182
internal_weight=0 0.00760397 0.00657582 0.00525491 0.00201715 0.00323775 0.00208664
internal_count=3910 3078 2453 2212 1019 1193 877
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=8
num_cat=0
split_feature=50 160 49 133 43 1 4
split_gain=1.1354e-05 2.46774e-05 3.65852e-05 2.79695e-05 4.57481e-05 3.03383e-05 5.07448e-05
threshold=0.083215000000000011 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 -0.074254999999999988 0.10647000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00024025964866216277 -0.0002031784409597573 0.00029518049989979433 0.0002340246035686594 -0.00039014172993816253 -0.00033699776571258927 -0.00045030337146042062 0.00025527015398980066
leaf_weight=0.0015638877441132813 0.0010003024738539134 0.0011050329307386534 0.0016458722066751575 0.0010127536257791584 0.001108663867716444 0.0010053432805483134 0.0011160789064718337
leaf_count=800 739 219 499 455 720 250 228
internal_value=0 1.75931e-05 -3.21979e-05 -9.36313e-05 -3.20451e-05 -0.000167619 -3.98768e-05
internal_weight=0 0.00855763 0.00699374 0.00588871 0.00487596 0.00323009 0.00222474
internal_count=3910 3171 2371 2152 1697 1198 948
is_linear=0
shrinkage=0.00196078


Tree=8045
num_leaves=8
num_cat=0
split_feature=157 160 133 133 52 2 1
split_gain=1.26451e-05 3.72792e-05 5.4829e-05 2.82291e-05 5.99511e-05 4.64834e-05 1.30839e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.048490000000000012 0.090815000000000021 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00020290165414181573 -0.00035657452760731078 -0.00038277727603204471 5.9507640411741661e-05 -0.00015982784977166222 0.00051740428203321585 -0.00022384492126387869 0.00036734964512237734
leaf_weight=0.0010039460153261999 0.0011605686385180308 0.0011022134192038256 0.0010176956948242315 0.0013602307567146428 0.0013200695577222413 0.0015808471779132508 0.001109513394997208
leaf_count=587 813 845 232 571 209 465 188
internal_value=0 -2.9574e-05 2.10905e-05 9.07717e-05 0.000158565 3.08181e-05 0.000220072
internal_weight=0 0.00865114 0.00749057 0.00638836 0.00502813 0.00370806 0.00212721
internal_count=3910 3323 2510 1665 1094 885 420
is_linear=0
shrinkage=0.00196078


Tree=8046
num_leaves=7
num_cat=0
split_feature=4 13 42 4 49 13
split_gain=1.51787e-05 2.0203e-05 2.67234e-05 2.95239e-05 2.21703e-05 5.59546e-05
threshold=0.27020000000000005 -0.014114999999999997 0.088915000000000008 -0.076854999999999993 -0.014479999999999998 0.0024700000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=0.00018681074064292227 0.00018583932160144793 -0.00016393326980594975 -0.00039388453789346116 -0.00025742966021033876 0.00035134713073765584 -0.00014548601748581885
leaf_weight=0.0011867298479648594 0.0013846719992969192 0.0013982093219630765 0.001155828322780281 0.0011161190311927351 0.001937792280398307 0.0015838371263859031
leaf_count=341 472 228 914 763 614 578
internal_value=0 -3.57692e-05 -0.000150604 -2.84987e-05 4.49605e-05 0.000127899
internal_weight=0 0.00837852 0.00345868 0.00230285 0.00491984 0.00352163
internal_count=3910 3438 2018 1104 1420 1192
is_linear=0
shrinkage=0.00196078


Tree=8047
num_leaves=7
num_cat=0
split_feature=1 12 52 0 15 150
split_gain=1.0222e-05 2.37423e-05 2.20216e-05 3.00712e-05 3.18118e-05 4.90964e-05
threshold=0.12864500000000004 0.10129000000000001 -0.092084999999999986 -0.061994999999999995 -0.0089749999999999986 0.081245000000000026
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.012509137629802153 0.0091559999807505534 -0.015573945245133709 -0.016015628930985293 0.017428696283725672 0.010117959091247908 0.011120304452310962
leaf_weight=0.001055251761420949 0.0010660404645173758 0.0010132878688685629 0.001951476263669252 0.0011839545541039911 0.0017970976812760695 0.0010127723239354352
leaf_count=623 331 438 721 204 1272 321
internal_value=0 -0.00126721 0.000803604 0.00316653 -0.000379897 -0.0067443
internal_weight=0 0.00801384 0.00700055 0.0059453 0.00476135 0.00296425
internal_count=3910 3579 3141 2518 2314 1042
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=8
num_cat=0
split_feature=4 0 52 48 0 2 3
split_gain=3.58311e-05 5.25498e-05 3.2385e-05 3.77199e-05 3.81045e-05 5.57278e-05 5.43928e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.087945000000000009 -0.15291499999999997 0.088895000000000016 -0.083144999999999983
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=-0.00035560644805806749 -0.00031008705825669565 0.00042441602914860247 0.00043057875059215569 -0.00020594185639110702 0.00050925820319900836 -0.00030032777513529533 -7.4528883088542411e-05
leaf_weight=0.0010027089605188664 0.001261238382640778 0.0011625226264842638 0.0011706005575704862 0.0018617065265119984 0.0011570032318707585 0.0013143967188555209 0.0013065069266461316
leaf_count=208 584 252 195 426 697 805 743
internal_value=0 3.46571e-05 -2.14794e-05 3.19701e-05 0.000121476 2.56997e-05 0.00019965
internal_weight=0 0.00923397 0.00807145 0.00681021 0.00494851 0.00377791 0.00246351
internal_count=3910 3702 3450 2866 2440 2245 1440
is_linear=0
shrinkage=0.00196078


Tree=8049
num_leaves=8
num_cat=0
split_feature=1 3 3 42 2 2 3
split_gain=1.40516e-05 2.27148e-05 5.67424e-05 3.61201e-05 1.81985e-05 3.74182e-05 3.29634e-05
threshold=0.090355000000000005 0.084925000000000014 -0.080664999999999987 0.083725000000000008 0.11542500000000001 0.090905000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2
right_child=4 -3 -4 -5 -6 -7 -8
leaf_value=-0.00023130369942542936 -6.6790719069560192e-05 0.00011724414120822396 -0.0005214920161855178 0.00025690969598700294 0.00025988235218520777 -0.00028739108017808971 0.00039861192119289345
leaf_weight=0.0011896057343294285 0.0013463806039737255 0.0015327895254338281 0.0011692010382407599 0.001141870037680321 0.0013457332275920312 0.0012151505200678346 0.0010348067807257927
leaf_count=821 595 138 807 725 397 304 123
internal_value=0 -8.18166e-05 -0.000168976 7.80505e-06 6.53713e-05 -7.41388e-06 0.000135462
internal_weight=0 0.00503347 0.00350068 0.00233148 0.00494207 0.00359634 0.00238119
internal_count=3910 2491 2353 1546 1419 1022 718
is_linear=0
shrinkage=0.00196078


Tree=8050
num_leaves=7
num_cat=0
split_feature=1 15 15 51 16 0
split_gain=1.12642e-05 2.53419e-05 2.09e-05 3.40192e-05 4.09342e-05 5.11129e-05
threshold=1.0000000180025095e-35 0.041585000000000004 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.011728464420627945 0.021568834734838418 0.0067496218403979187 -0.010357994028066284 -0.0055989595586387678 -0.015915614647708701 0.02132545672412416
leaf_weight=0.0019949576898994313 0.001014133778522777 0.0011819375186518577 0.0010382726489746872 0.0014778073514713015 0.001045120084674792 0.0013484325076875952
leaf_count=1055 270 937 556 164 433 495
internal_value=0 -0.00485385 0.00252665 0.00526492 0.000993973 0.007247
internal_weight=0 0.0031769 0.00592377 0.00488549 0.00387136 0.00282624
internal_count=3910 1992 1918 1362 1092 659
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=8
num_cat=0
split_feature=4 42 16 16 15 3 15
split_gain=1.10276e-05 1.71253e-05 1.73017e-05 2.40731e-05 3.44991e-05 5.02465e-05 2.03638e-05
threshold=0.27020000000000005 0.092145000000000019 -0.089864999999999987 0.26364000000000004 -0.0063699999999999989 -0.084129999999999996 -0.091704999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0026111776971570896 0.0085122280283765443 -0.012360394108736114 -0.0039171761212518702 -0.0094303125406262414 0.0005641718804421475 0.03197656298352921 -0.017106752820634809
leaf_weight=0.0010810829343193963 0.0012920257278068595 0.0012168557117974649 0.0014197520528812183 0.0010205258890475734 0.0010107763221733164 0.0010262142021527881 0.0010159909999036851
leaf_count=231 472 698 784 340 562 446 377
internal_value=0 -0.00146299 0.000554025 0.00406492 0.00804909 0.0163894 -0.00694177
internal_weight=0 0.0077912 0.00657434 0.00447727 0.00345674 0.00203699 0.00209707
internal_count=3910 3438 2740 2132 1792 1008 608
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=6
num_cat=0
split_feature=4 13 52 52 2
split_gain=8.93777e-06 1.61975e-05 2.78143e-05 1.77784e-05 1.883e-05
threshold=0.27020000000000005 -0.014114999999999997 -0.013104999999999999 0.089525000000000007 0.085805000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0051254090198520176 0.0076665813845100935 0.0068149019548330546 -0.01407034380287104 0.013776340186458104 -0.0078755937232187195
leaf_weight=0.0012180059766158748 0.0012911363648059667 0.0016514797495642479 0.0019850756686479441 0.001071078570708801 0.0018498559576341253
leaf_count=722 472 466 1296 301 653
internal_value=0 -0.00131778 -0.00677095 0.00250229 -0.000946508
internal_weight=0 0.0077755 0.00320308 0.00457241 0.00350134
internal_count=3910 3438 2018 1420 1119
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=8
num_cat=0
split_feature=131 13 48 13 52 15 16
split_gain=8.01863e-06 2.237e-05 2.8949e-05 5.15767e-05 2.00204e-05 1.18132e-05 5.65186e-06
threshold=0.08103500000000001 -0.09547499999999999 0.083775000000000002 -0.0019849999999999994 0.071660000000000015 -0.094449999999999992 -0.008734999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -4 -5
right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.010461188383503217 -0.0084445209046577884 -0.02592025958611496 0.00027009023543600696 -0.0111530139601292 0.011129195875943416 0.01559580777725509 -0.00064318681849529348
leaf_weight=0.0019125872337606249 0.0010076475434276427 0.0010448057839063884 0.0010088460581961956 0.0010315695906870184 0.0010344120284491109 0.001002968486376423 0.0010152886782814614
leaf_count=423 634 1467 240 243 263 275 365
internal_value=0 0.00101794 -0.0019246 -0.00672009 -0.00020964 0.00791056 -0.0059399
internal_weight=0 0.00805048 0.00613789 0.00412608 0.00308127 0.00201181 0.00204686
internal_count=3910 3276 2853 2338 871 515 608
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=7
num_cat=0
split_feature=51 484 49 0 4 12
split_gain=9.29926e-06 2.27093e-05 2.40906e-05 2.76559e-05 3.42776e-05 4.12478e-05
threshold=0.08955500000000001 0.073820000000000011 -0.031434999999999998 -0.11756999999999999 0.070230000000000015 0.089995000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.010276007070433173 -0.0085051129810145391 0.015102731740835686 -0.016850799172052781 0.0044804719893031175 0.01570304565353799 -0.01905712223081096
leaf_weight=0.0015110480377738631 0.0011329962485587567 0.001020619893747382 0.0012792588950101252 0.0017862731632877918 0.0010372143984029797 0.0012766155994042259
leaf_count=367 487 456 287 1073 319 921
internal_value=0 0.00118155 -0.000880476 -0.0040143 -9.23089e-06 -0.00533002
internal_weight=0 0.00791103 0.00689041 0.00537936 0.0041001 0.00306289
internal_count=3910 3423 2967 2600 2313 1994
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=8
num_cat=0
split_feature=3 47 42 4 150 43 3
split_gain=1.67275e-05 2.36862e-05 4.78933e-05 4.18321e-05 2.45637e-05 6.55586e-05 4.68549e-05
threshold=0.15165000000000003 0.10887000000000001 -1.0000000180025095e-35 -0.10647999999999999 0.086870000000000017 -0.07526999999999999 0.084925000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00034975164646214193 0.00022478508225739656 -0.00029811138951099994 -0.0002206199538643851 0.00062991882053536874 -8.648767326708725e-05 -0.00017024519366536792 0.00035570068676501196
leaf_weight=0.0012261024535045921 0.0010778274716175618 0.0011367921798850402 0.0014427080672189622 0.001136460330202749 0.0011929535777583157 0.0014474763474326925 0.0011838437238122224
leaf_count=1008 209 215 360 745 314 957 102
internal_value=0 -3.40669e-05 5.27536e-06 7.32543e-05 0.00015872 0.000236358 6.63804e-05
internal_weight=0 0.00876634 0.00762954 0.00640344 0.00496073 0.00376778 0.00263132
internal_count=3910 3701 3486 2478 2118 1804 1059
is_linear=0
shrinkage=0.00196078


Tree=8056
num_leaves=7
num_cat=0
split_feature=4 2 2 48 4 4
split_gain=7.92457e-06 3.59191e-05 2.85328e-05 2.98052e-05 2.78943e-05 4.05184e-05
threshold=0.15927500000000003 0.10796500000000002 0.11085000000000002 0.083775000000000002 -0.08422499999999998 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.020268397889037407 0.018468136168507135 -0.0065255786679025117 0.011968161700929758 0.007527054749800594 0.0089769671329084921 -0.016037327109938975
leaf_weight=0.0014647325443444569 0.0010682610196580903 0.0012452558458726243 0.0012345904321354349 0.0014359719720916861 0.0013516041653983241 0.00124314697863498
leaf_count=638 287 323 426 497 1337 402
internal_value=0 0.00501521 -0.0017692 -0.00485539 -0.00923547 -0.0030074
internal_weight=0 0.00231352 0.00673005 0.00549546 0.00405948 0.00259475
internal_count=3910 610 3300 2874 2377 1739
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=8
num_cat=0
split_feature=151 4 52 150 133 2 3
split_gain=1.51591e-05 3.7016e-05 2.68873e-05 2.50338e-05 3.20576e-05 5.46595e-05 4.54792e-05
threshold=-0.084764999999999993 0.27608500000000008 0.11401500000000002 0.086420000000000011 -1.0000000180025095e-35 0.10113500000000002 -0.075954999999999981
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00023051478582837418 -0.0002323264813516228 0.00036604564283552619 -0.00032488342985010862 -0.00026579229085135238 1.5028649130879116e-05 -0.00020544653241608683 0.0004747530019356409
leaf_weight=0.0010290503673191205 0.0010974298400339222 0.0010523617195485014 0.0010060845820535538 0.0010103544140877127 0.0014818474920266348 0.0012734162931575168 0.0018730854871550112
leaf_count=406 876 390 547 211 830 369 281
internal_value=0 2.10073e-05 -2.58921e-05 1.87641e-05 6.89761e-05 0.000140418 0.000271696
internal_weight=0 0.00879458 0.00774222 0.00673613 0.00572578 0.00462835 0.00335493
internal_count=3910 3504 3114 2567 2356 1480 1111
is_linear=0
shrinkage=0.00196078


Tree=8058
num_leaves=8
num_cat=0
split_feature=51 484 15 12 15 3 2
split_gain=8.83072e-06 1.93348e-05 1.72452e-05 3.0134e-05 4.15814e-05 3.67192e-05 2.3163e-05
threshold=0.08955500000000001 0.073820000000000011 0.088190000000000004 0.086935000000000012 -0.052074999999999989 0.10223 0.086545000000000025
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=-4.0662661749049761e-05 -0.0082862178064210569 0.01398368001477647 0.010047098936361281 0.001879787681360205 -0.025938682475908886 -0.013447240162640338 0.019211080244524611
leaf_weight=0.0013134701813362617 0.0011343750941731215 0.001021959962742027 0.0012164650903258006 0.0010467889096457729 0.0011040113798922661 0.0010123350485312776 0.0011922483056573951
leaf_count=577 487 456 744 510 520 188 428
internal_value=0 0.00114852 -0.000756546 -0.00307487 -0.0123995 0.00262584 0.00911953
internal_weight=0 0.00790728 0.00688532 0.00566885 0.0021508 0.00351805 0.00250572
internal_count=3910 3423 2967 2223 1030 1193 1005
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=8
num_cat=0
split_feature=13 39 48 0 3 52 43
split_gain=1.63725e-05 3.01778e-05 3.92181e-05 3.52724e-05 5.19834e-05 3.78496e-05 3.59432e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10911000000000001 -0.10071499999999999 -0.100615 -0.0066199999999999991 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=0.00020550541271025126 -0.00013077812041128244 0.00027631427081582625 -0.00044062984654876208 0.00015323207350285745 -0.00010242916860987668 0.0003209670376211805 -0.00060262904348077858
leaf_weight=0.0012244928478996392 0.0012161467296472944 0.0010377540368066108 0.0010061406093945955 0.0013074315893919037 0.0011638037793495915 0.0017238105265025014 0.0010511918845321063
leaf_count=210 167 419 151 372 902 316 1373
internal_value=0 -3.69955e-05 -8.053e-05 -2.44654e-05 -0.000156808 0.000134098 -0.000339814
internal_weight=0 0.00850628 0.00746853 0.00646238 0.00352243 0.00293996 0.002215
internal_count=3910 3700 3281 3130 2647 483 2275
is_linear=0
shrinkage=0.00196078


Tree=8060
num_leaves=8
num_cat=0
split_feature=13 47 16 42 2 2 1
split_gain=1.86271e-05 3.01691e-05 4.29918e-05 3.77831e-05 3.93922e-05 2.89539e-05 4.3151e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.49150499999999991 -1.0000000180025095e-35 0.095195000000000016 0.086545000000000025 0.092225000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.00021947303647132632 0.00037152326880782188 -0.0003308039984556186 -0.0003822185068541095 -0.00028100919075192172 -0.00022036962511518926 0.00035875298231770764 0.00028424269283144248
leaf_weight=0.0012332080120411723 0.0010699642695839468 0.0011703926170314148 0.001108583958102565 0.0010740494451974719 0.001784633422259126 0.0013780100870058468 0.0010051849192724885
leaf_count=210 251 219 956 617 685 610 362
internal_value=0 -3.82257e-05 7.92141e-06 -5.33404e-05 1.62127e-05 0.000138337 -7.74386e-06
internal_weight=0 0.00859082 0.00742043 0.00635046 0.00524188 0.00345724 0.00207923
internal_count=3910 3700 3481 3230 2274 1589 979
is_linear=0
shrinkage=0.00196078


Tree=8061
num_leaves=7
num_cat=0
split_feature=11 0 52 49 49 3
split_gain=2.59181e-05 3.60714e-05 3.23029e-05 2.49801e-05 3.06726e-05 7.62262e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -0.092854999999999979 -0.0019649999999999997 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00033493237455852962 -0.00030231211945676138 0.00027441082471650548 -0.0001578733448525194 -5.5162403288921008e-05 -0.00016269807794165028 0.00058532168723122926
leaf_weight=0.0011466259773332873 0.0010052681914294705 0.0018410296528880909 0.0019529871364618668 0.0016740495540271234 0.0011265718984757242 0.001246254808658734
leaf_count=557 304 324 534 1493 542 156
internal_value=0 2.96696e-05 -3.3379e-05 2.42505e-05 0.000112142 0.000218167
internal_weight=0 0.00898752 0.00714649 0.00599986 0.00404688 0.0029203
internal_count=3910 3606 3282 2725 2191 1649
is_linear=0
shrinkage=0.00196078


Tree=8062
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 52 3
split_gain=3.66356e-05 3.2194e-05 4.12286e-05 3.83244e-05 5.80961e-05 5.61203e-05 4.62843e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 0.091125000000000025 -0.10131499999999999 -0.0066199999999999991 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00036149812897286377 -0.00035440380407654828 -0.00032616078504594864 -8.3523283298938297e-05 0.00040800025869186437 -0.00037188088457110777 0.00054850935483175488 6.2470782093855298e-05
leaf_weight=0.0010230144395265333 0.0010417374145971709 0.0013110849201105343 0.001026389335648106 0.0010004595184043971 0.0018784449721996048 0.0011401098988991424 0.0018944824260900904
leaf_count=413 715 298 161 283 1452 105 483
internal_value=0 3.3406e-05 -7.27323e-06 5.29711e-05 -6.83137e-06 0.000249081 -0.000153782
internal_weight=0 0.00927399 0.00825097 0.00693989 0.00593943 0.0021665 0.00377293
internal_count=3910 3195 2782 2484 2201 266 1935
is_linear=0
shrinkage=0.00196078


Tree=8063
num_leaves=8
num_cat=0
split_feature=11 2 52 52 42 43 0
split_gain=2.38808e-05 3.21373e-05 3.80005e-05 7.95963e-05 3.4817e-05 2.78105e-05 4.69333e-05
threshold=1.0000000180025095e-35 0.099015000000000006 -0.014099999999999998 0.10701500000000001 -0.088669999999999985 -0.074254999999999988 -0.10071499999999999
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=0.00023704748172802105 -0.0002929952227579642 0.00047686931706112176 -0.00026463811163160439 0.00044234467374524661 8.0693909254920428e-05 -6.8499675281722761e-05 -0.00057544170561486048
leaf_weight=0.0011358934830120807 0.0010152955097150482 0.0010769705190843844 0.0014378136066273393 0.0010663290227221694 0.0014013700743722747 0.0019257073757036488 0.001105060641530852
leaf_count=350 304 420 337 249 912 228 1110
internal_value=0 2.39687e-05 0.000168875 3.64135e-05 -6.92283e-05 -0.000147722 -0.000253338
internal_weight=0 0.00914914 0.00358111 0.00250414 0.00556803 0.00443214 0.00303077
internal_count=3910 3606 1006 586 2600 2250 1338
is_linear=0
shrinkage=0.00196078


Tree=8064
num_leaves=8
num_cat=0
split_feature=50 156 160 133 16 1 48
split_gain=3.15906e-05 4.15843e-05 3.89076e-05 6.62322e-05 4.62365e-05 3.21133e-05 6.93292e-05
threshold=0.086465000000000014 0.083820000000000019 0.087260000000000018 0.087895000000000015 0.18936500000000003 1.0000000180025095e-35 0.084670000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0001361518796733868 -0.00033683978416855509 -0.00033802582156178409 -0.00022425192564941946 -0.00031777680122128862 0.00053696072720522731 0.00045968744054195065 -0.00014803589571780706
leaf_weight=0.0013003530668131993 0.0010066090855330488 0.0010510033970707747 0.0013754430950006146 0.0010398851022487441 0.0013526172716831304 0.0019210137851668366 0.0011560231294297663
leaf_count=837 715 525 362 538 243 494 196
internal_value=0 2.90362e-05 7.63987e-05 0.000137482 0.000220103 0.000122193 0.00023137
internal_weight=0 0.00919634 0.00814534 0.00676989 0.00573001 0.00437739 0.00307704
internal_count=3910 3195 2670 2308 1770 1527 690
is_linear=0
shrinkage=0.00196078


Tree=8065
num_leaves=8
num_cat=0
split_feature=50 15 16 15 43 16 0
split_gain=3.34973e-05 2.97836e-05 3.6283e-05 3.16559e-05 3.76289e-05 3.47062e-05 5.31474e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.42360999999999993 -0.096369999999999983 0.013605000000000001 -0.008069999999999999 -0.053834999999999994
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=0.00035493468782311406 -0.00034049887355257533 -0.00033941609004594834 0.00033442314575323563 -0.0003199880449121789 0.00028454353835885668 0.00032684863173737695 -0.00021785957756191121
leaf_weight=0.0010006431640116756 0.0010104848172151565 0.0010729383735805474 0.0012224775223621245 0.0016847331158987839 0.0012697939696395743 0.001294215859466227 0.0014718915651663511
leaf_count=413 715 259 222 1004 310 638 349
internal_value=0 3.59754e-05 -3.84024e-06 4.80172e-05 -1.31866e-05 -9.8127e-05 3.70004e-05
internal_weight=0 0.00901669 0.00801605 0.00694311 0.00572063 0.00445084 0.00276611
internal_count=3910 3195 2782 2523 2301 1991 987
is_linear=0
shrinkage=0.00196078


Tree=8066
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 48 13
split_gain=3.74525e-05 3.22019e-05 3.28064e-05 3.83541e-05 5.0231e-05 4.70483e-05 6.36339e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.087945000000000009 0.084795000000000023 -0.032264999999999995
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=-0.00023582644998596612 -0.00036585523419840752 -0.00022249053041802888 0.00016974111841155137 -0.00021892321824908866 -0.00034733996335233416 0.00063798718849856378 0.00042313576352605075
leaf_weight=0.0014445138002064347 0.0010069270387893904 0.0011462596107415365 0.0019671660060000518 0.0010858206624380705 0.0011413795091837031 0.0010022279222261302 0.0013088222641811933
leaf_count=875 715 481 549 682 129 313 166
internal_value=0 3.26821e-05 8.33722e-05 0.000137265 -2.0118e-05 0.00028129 0.000132002
internal_weight=0 0.00909619 0.00765168 0.00650542 0.00310855 0.00339687 0.00239464
internal_count=3910 3195 2320 1839 678 1161 848
is_linear=0
shrinkage=0.00196078


Tree=8067
num_leaves=8
num_cat=0
split_feature=13 47 42 52 15 3 4
split_gain=1.14428e-05 2.29142e-05 2.94775e-05 3.88179e-05 3.76086e-05 5.58372e-05 6.68243e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.072349999999999984 -0.106555 -0.083144999999999983 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=0.0092442200649924811 -0.014028174254119627 -0.01481236158294915 -0.0096980891872026024 0.025544164291271345 0.021607168832955156 -0.02473447138863796 0.011068035281715297
leaf_weight=0.0011537975839328125 0.0011320862858266957 0.0011000684175538969 0.0015873556621103105 0.0010037557727191433 0.0010974516200289706 0.0010099996583862471 0.0010774759275055902
leaf_count=210 1013 219 706 307 442 794 219
internal_value=0 -0.00140773 0.00072686 0.0036188 0.00866541 0.00334593 -0.00625457
internal_weight=0 0.00800819 0.00690812 0.00577604 0.00418868 0.00318493 0.00208748
internal_count=3910 3700 3481 2468 1762 1455 1013
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=8
num_cat=0
split_feature=3 4 0 3 151 1 2
split_gain=9.39105e-06 2.40193e-05 2.81536e-05 4.0359e-05 4.40187e-05 2.99742e-05 2.19816e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 0.10113500000000002 0.086775000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.015111846362277533 0.0079791128277091547 -0.018901061561903618 0.015159353977000734 -0.015000336602881942 0.010168981956643945 0.022310777925239972 -0.009204802044956403
leaf_weight=0.0010908634338940709 0.001253863595920216 0.001133026962274894 0.0011466956462791019 0.0011180354615480804 0.0013491996488137505 0.0010105103404433979 0.0010348161614041108
leaf_count=276 239 585 367 453 817 271 902
internal_value=0 -0.00133806 0.000874054 -0.00202748 0.00220918 0.00787738 0.00175951
internal_weight=0 0.00788315 0.00679228 0.00564559 0.00451256 0.00339453 0.00238402
internal_count=3910 3671 3395 3028 2443 1990 1719
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=8
num_cat=0
split_feature=50 160 42 3 42 3 13
split_gain=1.14021e-05 2.40177e-05 2.5253e-05 3.29751e-05 4.77658e-05 3.46903e-05 2.63662e-05
threshold=0.084340000000000012 -0.081519999999999995 -1.0000000180025095e-35 0.0021050000000000005 0.078965000000000021 -0.084604999999999986 -0.23438999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.00027603022167445838 -0.00020390179718090363 -0.0002816560203215639 0.00049494146887834234 0.00010732614092191714 -0.00026853490364640902 0.00019801416903824544 -0.00028441651872924788
leaf_weight=0.0011718870936039856 0.0010242587488908201 0.0012390003272242768 0.001073587294093712 0.0010670870770821612 0.0010614763153328683 0.001449398684809347 0.0017338296399883612
leaf_count=562 731 796 318 154 274 812 263
internal_value=0 1.46905e-05 -2.54781e-05 2.423e-05 0.000148787 7.79822e-07 -0.000135171
internal_weight=0 0.00879627 0.00762438 0.00638538 0.00358446 0.00251088 0.00280092
internal_count=3910 3179 2617 1821 1404 1086 417
is_linear=0
shrinkage=0.00196078


Tree=8070
num_leaves=8
num_cat=0
split_feature=50 4 151 2 12 43 1
split_gain=2.49988e-05 3.60737e-05 2.64274e-05 3.18728e-05 5.57509e-05 5.69925e-05 1.74813e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35 0.086245000000000002
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=0.00022837065836352685 -0.00029716196139322897 0.00036123618623387779 -0.00049695185088019381 -0.0003112948930864127 0.00030294937412966318 0.00022080783070069064 -0.00013487972356042427
leaf_weight=0.0013693534546188272 0.0010172718827411468 0.0010914945262807544 0.0011294513327407452 0.0016032027231337367 0.001633062792978012 0.0010938127351680163 0.0010329151418791704
leaf_count=454 715 396 895 439 616 259 136
internal_value=0 2.72072e-05 -1.91678e-05 -7.13773e-05 7.29265e-06 -0.000140987 4.80565e-05
internal_weight=0 0.00895329 0.0078618 0.00649244 0.00488924 0.00325618 0.00212673
internal_count=3910 3195 2799 2345 1906 1290 395
is_linear=0
shrinkage=0.00196078


Tree=8071
num_leaves=6
num_cat=0
split_feature=52 12 43 3 16
split_gain=8.66666e-06 2.55366e-05 2.75354e-05 3.24406e-05 3.234e-05
threshold=0.11401500000000002 0.095000000000000015 -0.093039999999999984 -0.080744999999999997 -0.073459999999999984
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.01697531445059134 -0.0076609967384241515 0.01173094962416325 0.014561816093684343 -0.013087941360348292 0.0054974109161276506
leaf_weight=0.0010100981668652465 0.0012898889878992003 0.0017763489155087102 0.0013237702000051905 0.0018436717703699686 0.0019023041516602079
leaf_count=354 647 696 1160 517 536
internal_value=0 0.00118326 -0.00189846 0.00110546 -0.00364982
internal_weight=0 0.00785619 0.00607984 0.00506975 0.00374598
internal_count=3910 3263 2567 2213 1053
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=7
num_cat=0
split_feature=43 16 133 42 1 4
split_gain=9.69397e-06 2.5581e-05 3.58409e-05 2.99268e-05 2.4495e-05 2.59141e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.086560000000000012 0.015635000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0080367018858276181 0.013359718195803415 -0.012911468075199016 0.018087476414006775 -0.016937033726974159 -0.015247472427505638 0.0042081600524594576
leaf_weight=0.0012732621278073149 0.0012821450093492624 0.0015431514566214511 0.0010746114777803436 0.0010634796533147096 0.0011093786537882725 0.001788034520555714
leaf_count=275 628 563 1053 777 303 311
internal_value=0 -0.00136899 0.00145039 -0.00195955 0.00185144 -0.00324113
internal_weight=0 0.0078608 0.00631765 0.00524304 0.00417956 0.00289741
internal_count=3910 3635 3072 2019 1242 614
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=8
num_cat=0
split_feature=11 13 15 16 13 15 15
split_gain=2.79171e-05 3.13787e-05 3.23239e-05 5.44794e-05 5.04632e-05 3.55564e-05 7.24366e-05
threshold=1.0000000180025095e-35 -0.094679999999999986 -0.106555 -0.19424999999999998 -0.032264999999999995 0.035895000000000003 -0.017214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00025883979456557579 -0.00031207191521624142 0.00027609499974095002 -0.00048234190071021844 -0.00038393516909352219 -3.0680628854073548e-05 -0.00020705757006690069 0.00061863633050038616
leaf_weight=0.0018578357902611911 0.00100820270130205 0.0011297573955042148 0.0010871965886428952 0.0010176705387273757 0.0016942084228859394 0.0010105738430035691 0.0010826627160230424
leaf_count=389 304 446 165 1395 405 621 185
internal_value=0 3.22335e-05 -2.772e-05 -8.59717e-05 3.71034e-06 0.000107869 0.000222479
internal_weight=0 0.00887991 0.00702207 0.00589231 0.00480512 0.00378744 0.00277687
internal_count=3910 3606 3217 2771 2606 1211 590
is_linear=0
shrinkage=0.00196078


Tree=8074
num_leaves=9
num_cat=0
split_feature=11 48 0 49 42 13 16 16
split_gain=2.84722e-05 3.25183e-05 0.000102307 3.93196e-05 4.29527e-05 5.87526e-05 5.17218e-05 1.80976e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 -1.0000000180025095e-35 -0.082904999999999993 -0.094679999999999986 -0.057604999999999996 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=-0.00040844922597104582 -0.00032189883953315078 -0.00015866971758441789 0.00059032061772956008 0.00034478116036739135 0.00026206019691546548 -0.00056344694947939723 0.00014854396400496126 -0.00021945619861406083
leaf_weight=0.0010102596263780591 0.0010242620708691653 0.0014670745608840914 0.0013430117064582242 0.001178127538844157 0.0013816560031505659 0.0011107491370044389 0.0010118449984452636 0.0010438046413702748
leaf_count=427 291 115 591 447 228 952 511 348
internal_value=0 2.21071e-05 0.000199292 -5.18049e-05 1.11172e-05 -7.53151e-05 -0.000222529 -3.83168e-05
internal_weight=0 0.00954653 0.00281009 0.00673644 0.00572618 0.00454805 0.0031664 0.00205565
internal_count=3910 3619 706 2913 2486 2039 1811 859
is_linear=0
shrinkage=0.00196078


Tree=8075
num_leaves=7
num_cat=0
split_feature=1 4 150 15 3 0
split_gain=9.56998e-06 3.31056e-05 2.06322e-05 2.24328e-05 4.38806e-05 1.90557e-05
threshold=0.085990000000000011 -0.15333499999999997 0.077110000000000012 -0.017214999999999998 0.092005000000000017 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=0.0074025028388491863 0.0047809177388486125 -0.021586851220121574 0.013907295080151694 0.010467322898383931 -0.020238549568549251 -0.0031048312693721641
leaf_weight=0.0015335472160926625 0.0016902759297695688 0.0010387529670358622 0.0012490760361809064 0.0012439857396865346 0.0011977205033426243 0.0012050124097743537
leaf_count=166 501 721 348 659 193 1322
internal_value=0 -0.00392149 0.0026451 -0.000759407 -0.00559525 -0.0116611
internal_weight=0 0.00377731 0.00538106 0.00413198 0.002888 0.00224377
internal_count=3910 2209 1701 1353 694 2043
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 15 1 16
split_gain=1.33648e-05 2.75467e-05 3.84358e-05 3.36823e-05 3.16229e-05 3.71311e-05 3.71207e-05 1.74279e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10911000000000001 0.082870000000000013 -0.074234999999999982 -0.021529999999999997 0.092550000000000007 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -7
right_child=1 -3 -4 -5 6 7 -8 -9
leaf_value=0.0001848064778591913 0.00034659608322961419 0.00026489573854395501 -0.00043165670766848554 0.00029418709589815314 -7.4774721844074083e-06 7.8884770810985826e-05 -0.00051392232163199891 -0.00027012476367763968
leaf_weight=0.0012291774720575672 0.0010368304894863606 0.0010434712979878417 0.001006818814254848 0.0010920841078176629 0.0011030815524353378 0.0010535833158279158 0.0011228180952519769 0.0011510655679765297
leaf_count=210 743 419 151 214 425 496 240 1012
internal_value=0 -3.37594e-05 -7.49471e-05 -2.01954e-05 -8.29918e-05 4.05808e-05 -0.000262945 -0.000103336
internal_weight=0 0.00860975 0.00756628 0.00655946 0.00546738 0.00324148 0.0022259 0.00220465
internal_count=3910 3700 3281 3130 2916 2251 665 1508
is_linear=0
shrinkage=0.00196078


Tree=8077
num_leaves=8
num_cat=0
split_feature=50 156 42 160 133 4 4
split_gain=2.65524e-05 2.47952e-05 3.1591e-05 3.16157e-05 5.88103e-05 9.56326e-05 2.25545e-05
threshold=0.086465000000000014 0.083820000000000019 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.17888000000000001
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=-0.00020542504626310605 -0.00030840438290415719 -0.00026249433686159509 0.00064968169022975762 -0.00015342791149628763 -0.00021888921039549727 -0.00017310016771407592 0.00020799646079539691
leaf_weight=0.0013767681546273626 0.0010063441060798031 0.0010049905549705642 0.0017162690093647957 0.0012908807896466843 0.0010782746516094241 0.001039959717646341 0.0014019795888132386
leaf_count=799 715 525 531 273 562 204 301
internal_value=0 2.76022e-05 6.44872e-05 0.000121418 0.000189172 0.000294987 4.56971e-05
internal_weight=0 0.00890912 0.00790413 0.00652736 0.00523648 0.00415821 0.00244194
internal_count=3910 3195 2670 1871 1598 1036 505
is_linear=0
shrinkage=0.00196078


Tree=8078
num_leaves=7
num_cat=0
split_feature=3 4 3 52 16 16
split_gain=1.51971e-05 3.24202e-05 3.35023e-05 2.44116e-05 3.10641e-05 5.01524e-05
threshold=-0.050194999999999997 0.08734500000000002 -0.088024999999999978 0.10433000000000002 0.050115000000000007 -0.071799999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -2
right_child=3 -3 -4 -5 -6 -7
leaf_value=-3.3425335579550211e-05 -0.00010247508578747266 0.00015900899799817125 -0.00045060582977387252 0.00034389361601180944 -0.00025901947255946702 0.00040324942209856731
leaf_weight=0.0018622343958330273 0.001803195230009255 0.0014164686558002099 0.0012282122462869758 0.0010016339473914388 0.0012328503345445706 0.0012956115174575288
leaf_count=812 400 300 1734 176 233 255
internal_value=0 -8.66345e-05 -0.000199222 6.80247e-05 4.23389e-06 0.000108968
internal_weight=0 0.00450692 0.00309045 0.00533329 0.00433166 0.00309881
internal_count=3910 2846 2546 1064 888 655
is_linear=0
shrinkage=0.00196078


Tree=8079
num_leaves=8
num_cat=0
split_feature=3 4 0 3 151 1 15
split_gain=1.03587e-05 2.15301e-05 2.28619e-05 3.76088e-05 3.35615e-05 2.58806e-05 1.69245e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 0.10113500000000002 0.082225000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.014446316712667715 0.0083418513482933776 -0.018172615770883336 0.013539592672988264 -0.012847956216048811 -0.0057918785956001138 0.020435797578033224 0.011211020816015426
leaf_weight=0.0010921315774644561 0.0012630497617755329 0.0011391836342298563 0.0011490282879202335 0.0011229804544847562 0.0013826112772524256 0.0010183248254709452 0.0010153365467139861
leaf_count=276 239 585 367 453 771 271 948
internal_value=0 -0.00140973 0.000675616 -0.0019274 0.00214954 0.00707945 0.00140747
internal_weight=0 0.0079196 0.00682747 0.00567844 0.00453925 0.00341627 0.00239795
internal_count=3910 3671 3395 3028 2443 1990 1719
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=7
num_cat=0
split_feature=15 42 160 16 0 12
split_gain=9.01139e-06 2.63217e-05 1.91303e-05 4.15649e-05 6.53949e-05 3.73112e-05
threshold=0.090505000000000016 0.088915000000000008 -0.081519999999999995 -0.0017249999999999998 -0.15713499999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.015793257422676159 -0.0088796095158897755 -0.011003961631990552 -0.008666614497134132 -0.010600965166512075 0.032507060934133358 0.0062729412474371669
leaf_weight=0.0010986883731459183 0.0010288479681460011 0.0014810749100671074 0.0014724384968229738 0.0019095714938028811 0.0010242757836849054 0.0011517205520202296
leaf_count=502 719 752 180 603 382 772
internal_value=0 0.0010532 0.00373585 0.00135238 0.00760869 0.0186218
internal_weight=0 0.00813777 0.00665669 0.00555801 0.00364843 0.002176
internal_count=3910 3191 2439 1937 1334 1154
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=7
num_cat=0
split_feature=48 2 2 52 43 16
split_gain=8.85571e-06 1.90173e-05 3.22514e-05 3.05357e-05 5.89465e-05 1.71569e-05
threshold=0.091555000000000011 0.11260500000000001 0.10113500000000002 -0.087604999999999988 -0.0037249999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.014472437168665002 0.0060643496733454958 0.010152868241118558 -0.019998574204832364 -0.013244280966044249 0.0058163983262904222 0.022518932700440596
leaf_weight=0.0012080538646628159 0.0018796901721876208 0.0011515488453631628 0.0010293304077893381 0.0013389905852798211 0.0014956478930936178 0.00104447604320169
leaf_count=497 483 484 335 1391 548 172
internal_value=0 -0.00163611 -0.00385561 -0.000589263 0.00373431 0.0126843
internal_weight=0 0.00726805 0.0061165 0.00508717 0.00387911 0.00254012
internal_count=3910 3427 2943 2608 2111 720
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=8
num_cat=0
split_feature=43 2 12 2 13 1 52
split_gain=1.13432e-05 2.884e-05 4.17252e-05 3.54125e-05 3.17589e-05 2.95149e-05 2.31581e-05
threshold=-0.17307499999999998 0.099015000000000006 0.090480000000000019 0.11934000000000002 -0.014114999999999997 0.097480000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -3 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=0.0086887292016784492 -0.014758859373281533 0.024156510551222869 -0.023207182420383221 -0.008983926761061618 -0.0050759103732983474 0.00092128023790590755 0.015085242330773777
leaf_weight=0.00127793769841521 0.0011379745479715006 0.0011403133940979626 0.0011377242586104114 0.0010984983266769275 0.0010677638999086973 0.0010501874412299507 0.0012214968722376596
leaf_count=275 1163 371 802 405 237 275 382
internal_value=0 -0.00147024 -0.00661383 0.0056688 -0.00110541 0.0130169 0.00568162
internal_weight=0 0.00785396 0.00456496 0.003289 0.00342724 0.0021905 0.00228926
internal_count=3910 3635 2584 1051 1782 646 619
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=6
num_cat=0
split_feature=43 3 12 3 1
split_gain=9.42493e-06 3.40101e-05 2.65375e-05 3.06457e-05 1.90754e-05
threshold=-0.074254999999999988 -0.076734999999999984 0.089995000000000006 -0.018854999999999997 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0033649128719393188 0.015119397600562868 0.018664496316388463 -0.014370840236607417 -0.011918435958296007 0.0030626474143459533
leaf_weight=0.0019669057865759247 0.0011944142392405267 0.0010887289836474801 0.0014052518421622702 0.0015054486007840457 0.0019519797023978876
leaf_count=1138 781 418 922 251 400
internal_value=0 0.00448421 -0.00232788 0.00131012 -0.00346048
internal_weight=0 0.00305563 0.00605709 0.00465184 0.00345743
internal_count=3910 1556 2354 1432 651
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=8
num_cat=0
split_feature=50 156 42 160 4 13 4
split_gain=2.15606e-05 3.25008e-05 4.22476e-05 3.25583e-05 5.41666e-05 6.61958e-05 2.63273e-05
threshold=0.086465000000000014 0.083820000000000019 -1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 -0.077944999999999987 0.15045000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.00024411274655955181 -0.00027677911884386438 -0.00030209196812014893 3.5801738457864443e-05 -0.00014521208789752843 -0.00021603507183727785 0.00068439824737727233 0.00016900004368014204
leaf_weight=0.0013845260895158163 0.001009620630955165 0.001032782445295896 0.0010429676485416415 0.0013047470176677338 0.0011334076722537023 0.0014406180314158711 0.0017171599636141462
leaf_count=799 715 525 509 273 291 402 396
internal_value=0 2.53086e-05 6.74519e-05 0.000132428 0.000200339 0.000412024 1.59071e-05
internal_weight=0 0.00905621 0.00802343 0.0066389 0.00533415 0.00248359 0.00285057
internal_count=3910 3195 2670 1871 1598 911 687
is_linear=0
shrinkage=0.00196078


Tree=8085
num_leaves=7
num_cat=0
split_feature=0 52 13 2 3 0
split_gain=1.71461e-05 2.27162e-05 2.37716e-05 4.06598e-05 2.61748e-05 3.91526e-05
threshold=0.10302000000000001 0.10701500000000001 -0.090744999999999978 0.10796500000000002 0.084925000000000014 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0002075384361974131 0.0002004281837266642 -0.00027858889458404169 -0.00031668124878592624 -0.00039393236465797281 0.000256150114888943 0.00012770394074845576
leaf_weight=0.0017137370054335181 0.0013605582168132188 0.0012692818579560271 0.0013860579014607745 0.0011011581202101835 0.0013382174040766637 0.0016936945157994977
leaf_count=493 210 680 992 401 168 966
internal_value=0 -3.66479e-05 5.80986e-06 -5.68286e-05 2.71929e-05 -7.22938e-05
internal_weight=0 0.00850215 0.00723286 0.00551913 0.00441797 0.00307975
internal_count=3910 3700 3020 2527 2126 1958
is_linear=0
shrinkage=0.00196078


Tree=8086
num_leaves=7
num_cat=0
split_feature=13 16 12 13 48 3
split_gain=9.63939e-06 2.09465e-05 4.06467e-05 3.08239e-05 1.54921e-05 2.89138e-05
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 -0.010739999999999998 0.086215000000000014 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0085160861796178752 0.010919909624273097 0.010927724297858894 -0.019650259224839647 -0.0093804628178127333 -0.013985819328354885 0.012713147543517376
leaf_weight=0.0011495635293279132 0.0018206126669771203 0.0011954075849763737 0.0012582210371288394 0.0014468492413883581 0.0012585253968855313 0.0010029467584181453
leaf_count=210 1489 499 861 521 196 134
internal_value=0 -0.00127821 -0.00342801 0.000263688 -0.00496802 -0.000335336
internal_weight=0 0.00798256 0.00678716 0.00552893 0.00370832 0.0024498
internal_count=3910 3700 3201 2340 851 655
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=7
num_cat=0
split_feature=48 16 160 43 2 1
split_gain=9.20017e-06 1.75834e-05 2.84293e-05 2.482e-05 3.10085e-05 2.26283e-05
threshold=0.091555000000000011 -0.09601999999999998 -0.064339999999999994 -0.083899999999999988 0.085255000000000011 0.086145000000000013
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0047235140720249171 0.0062125412418225379 0.0090341301289895912 0.0035092776541997719 -0.0027717420745853889 -0.023785511167989819 0.015924469927865566
leaf_weight=0.0010228904406855888 0.0018699762985076611 0.0011479337853898351 0.001155744396282893 0.0013269409748186622 0.0014915551116440266 0.0011031709511636304
leaf_count=355 483 683 493 681 818 397
internal_value=0 -0.00165463 -0.00482782 -0.00883175 -0.0138923 0.00599031
internal_weight=0 0.00724824 0.00512217 0.00397424 0.0028185 0.00212606
internal_count=3910 3427 2675 1992 1499 752
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=7
num_cat=0
split_feature=0 16 52 0 151 2
split_gain=1.01709e-05 1.65358e-05 1.83039e-05 3.19586e-05 2.52663e-05 3.72131e-05
threshold=0.10302000000000001 0.061570000000000007 0.090640000000000012 -0.084304999999999977 -0.0088999999999999982 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.013296293406451321 0.0083151473823477595 -0.010092428407629542 -0.010740150215096991 0.017615891967891907 -0.0085466860066413155 0.015131755422709128
leaf_weight=0.0011541385478775349 0.0012565444726230892 0.0017036977485019216 0.0010856745187216542 0.0012270038735585787 0.0012136584940807386 0.0014647956680064439
leaf_count=378 210 658 806 870 517 471
internal_value=0 -0.00137516 0.00104159 0.00356969 -0.000927203 0.0044026
internal_weight=0 0.00784897 0.00614527 0.0050596 0.00383259 0.00267845
internal_count=3910 3700 3042 2236 1366 988
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=8
num_cat=0
split_feature=50 4 16 0 48 0 13
split_gain=3.20006e-05 4.48378e-05 4.28008e-05 3.56648e-05 5.93532e-05 4.44106e-05 2.99992e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 -0.10575999999999998 0.084795000000000023 -0.06402999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.00047041393694729122 -0.00041637388176167999 0.00031286633043606238 0.00046272366895561752 -0.00037554684539120657 -0.00016710854915425477 0.00022043968609933339 -0.00018752820502822799
leaf_weight=0.0010740398961257827 0.0010495707584774168 0.0011189799379370041 0.0011585753032034925 0.0019379678861758606 0.0011425220141556207 0.0013518955040836415 0.0014217594447839814
leaf_count=210 715 396 185 1725 156 218 305
internal_value=0 -5.50074e-05 -0.000105911 -5.00849e-05 0.000150005 -0.000147806 1.13177e-05
internal_weight=0 0.00920574 0.00808676 0.00701272 0.0023011 0.00471162 0.00277365
internal_count=3910 3195 2799 2589 341 2248 523
is_linear=0
shrinkage=0.00196078


Tree=8090
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 3 4
split_gain=3.42308e-05 4.55612e-05 4.1277e-05 4.4302e-05 6.23419e-05 8.41163e-05 5.84584e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 0.016865000000000002 -0.10575999999999998 -0.075679999999999983 -0.030814999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00040949244745566005 -0.00035263446018642185 -0.00034375672725932966 0.00037140163285617484 0.00028952353492989657 -0.00048545597416561881 0.00041952545772285237 -0.00021305275891941506
leaf_weight=0.0010401722063794654 0.0010383770441599821 0.001320358870256627 0.0010230601154473749 0.001902469199865961 0.0018065467414466385 0.0010535459643834597 0.0012030195107340883
leaf_count=413 715 298 152 464 1410 287 171
internal_value=0 2.26245e-05 -2.58061e-05 3.42641e-05 -6.1215e-05 -0.000170144 8.22855e-05
internal_weight=0 0.00934917 0.008309 0.00698864 0.00508617 0.00406311 0.00225657
internal_count=3910 3195 2782 2484 2020 1868 458
is_linear=0
shrinkage=0.00196078


Tree=8091
num_leaves=8
num_cat=0
split_feature=12 48 1 1 3 15 3
split_gain=1.41053e-05 4.4215e-05 5.63117e-05 3.91699e-05 2.56402e-05 2.76058e-05 6.25279e-05
threshold=-0.036459999999999992 0.11280000000000003 0.11198000000000001 0.092550000000000007 0.084925000000000014 0.088190000000000004 -0.10628499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00022055857311983047 0.00021048716859013643 -0.000369059445205961 0.00041758060811423027 -0.00031716513308705538 0.00026550090016816532 0.00023451154035432044 -0.00043064771343142742
leaf_weight=0.00107379012828896 0.0010449684887123042 0.001007677649196367 0.0014396677263190539 0.0012883817338626485 0.0016607801146556189 0.0010420796528928305 0.0013281787423444172
leaf_count=504 192 147 305 475 146 681 1460
internal_value=0 1.74708e-05 6.73805e-05 -1.18371e-05 6.56606e-05 -3.15191e-05 -0.000148337
internal_weight=0 0.00881173 0.00780406 0.00636439 0.00507601 0.00341523 0.00237315
internal_count=3910 3406 3259 2954 2479 2333 1652
is_linear=0
shrinkage=0.00196078


Tree=8092
num_leaves=8
num_cat=0
split_feature=11 3 15 3 4 1 1
split_gain=2.75488e-05 2.8005e-05 2.67915e-05 0.000121853 3.5797e-05 6.118e-05 4.09346e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.088190000000000004 -0.076734999999999984 0.097045000000000006 0.094485000000000013 0.086245000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00031415552251011221 -0.00031716516583658953 -0.00068535750205318878 0.00023965887817443697 0.0001680946044978986 -0.00020140867657806073 0.00046601590699954049 -0.00034509177449299226
leaf_weight=0.001125548351265924 0.0010067160648538067 0.0010341412282274106 0.0013083673450374625 0.0014764794465504697 0.001579379223867727 0.0014625474751363702 0.0010038998396258946
leaf_count=222 304 1337 836 322 429 340 120
internal_value=0 2.48736e-05 -1.6526e-05 -6.76488e-05 4.80271e-05 0.000147941 -3.96106e-05
internal_weight=0 0.00899036 0.00786481 0.00655645 0.00552231 0.00394293 0.00248038
internal_count=3910 3606 3384 2548 1211 782 442
is_linear=0
shrinkage=0.00196078


Tree=8093
num_leaves=7
num_cat=0
split_feature=52 160 2 16 12 0
split_gain=9.31676e-06 3.29507e-05 2.0929e-05 6.52043e-05 2.80624e-05 1.95777e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 0.088375000000000023 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0063922449667085761 -0.018225306213832216 0.014963352246742868 0.011364328311316329 -0.0030956729032318863 -0.024973593369044231 0.010481498355686089
leaf_weight=0.0010709933250349127 0.0010798537242892254 0.001308208073872968 0.0014103816929398522 0.0013160110505299279 0.001057341308370462 0.0019208154300158699
leaf_count=128 924 265 315 537 679 1062
internal_value=0 -0.00235863 0.00100623 -0.00296189 -0.0128424 0.00444112
internal_weight=0 0.0061718 0.00509194 0.00368156 0.00237335 0.00299181
internal_count=3910 2720 1796 1481 1216 1190
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=9
num_cat=0
split_feature=4 0 52 15 15 160 150 1
split_gain=3.38115e-05 5.78475e-05 4.3535e-05 2.48289e-05 5.76806e-05 6.66905e-05 4.80476e-05 3.38018e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.092854999999999979 0.088615000000000013 -0.0089749999999999986 -1.0000000180025095e-35 0.084800000000000014 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00035107308833904802 -0.00036714756595857353 0.00043409770687972873 -0.00046311138732552814 -0.00025266231650107086 0.00039516866269717366 -0.00033414192216738492 0.00043248768240275871 0.0001599383568670706
leaf_weight=0.0010078489280008459 0.0012570448292390478 0.0011733557829280697 0.0010752763179808556 0.001023260618016047 0.0016074192772184536 0.0010001286590346006 0.0011044233091983924 0.0011382224147111668
leaf_count=208 584 252 665 757 727 330 191 196
internal_value=0 2.68713e-05 -3.13586e-05 2.93866e-05 7.80932e-05 -3.99399e-05 0.00010038 -7.1148e-05
internal_weight=0 0.00937913 0.00820578 0.00694873 0.00592547 0.00431805 0.00324277 0.00213835
internal_count=3910 3702 3450 2866 2109 1382 717 526
is_linear=0
shrinkage=0.00196078


Tree=8095
num_leaves=10
num_cat=0
split_feature=11 160 13 16 16 4 12 4 0
split_gain=4.25511e-05 3.99663e-05 4.06615e-05 4.97328e-05 8.19858e-05 4.56066e-05 3.82254e-05 5.56961e-05 2.09438e-05
threshold=0.077330000000000024 0.099550000000000013 -0.091229999999999992 0.28937500000000005 0.032820000000000009 0.22584000000000001 0.085325000000000012 -1.0000000180025095e-35 -0.086224999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00011724448340528464 -0.0003934732441599185 -0.00034345951040279122 0.00056789736622065681 0.00039846673617648505 -0.00056720247817800885 -0.0002925493792787194 -0.00012459119800903976 -4.7926756731045652e-05 0.00051476067408957524
leaf_weight=0.0010366242374678955 0.0010170996276769153 0.0010021861093482383 0.0012947341709689116 0.0010117066551481608 0.0010548372033010612 0.0012074172072670608 0.0012701647574754793 0.0010013181706018056 0.0010022479036365154
leaf_count=332 279 302 493 267 362 270 1305 160 140
internal_value=0 2.77169e-05 6.96119e-05 -2.83167e-06 -7.24891e-05 3.68285e-05 0.000148346 0.000299334 0.000312651
internal_weight=0 0.00988124 0.00887905 0.00684018 0.00582847 0.00477363 0.00356622 0.00229605 0.00203887
internal_count=3910 3631 3329 2857 2590 2228 1958 653 472
is_linear=0
shrinkage=0.00196078


Tree=8096
num_leaves=7
num_cat=0
split_feature=13 47 42 160 43 4
split_gain=9.79643e-06 2.03599e-05 2.97195e-05 4.07878e-05 3.76614e-05 3.77724e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.07526999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.0084817547267799828 -0.014127641190057822 -0.013982633442356366 -0.010932721299287646 0.021162429380354199 -0.010458708681973893 0.012653635095717007
leaf_weight=0.0011528743678600574 0.0011400776205596538 0.001104923204629551 0.0014588482388556805 0.0015078474683443105 0.001355227495402329 0.0014785774372970506
leaf_count=210 1013 219 921 542 745 260
internal_value=0 -0.00137473 0.000632422 0.00353349 0.00839431 0.00160048
internal_weight=0 0.0080455 0.00694058 0.0058005 0.00434165 0.0028338
internal_count=3910 3700 3481 2468 1547 1005
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=8
num_cat=0
split_feature=1 0 133 12 2 3 15
split_gain=1.5756e-05 4.87021e-05 6.62606e-05 2.09197e-05 3.49727e-05 4.37395e-05 1.22527e-05
threshold=0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.097345000000000015 1.0000000180025095e-35 0.086245000000000016 -0.092459999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.00046293530153480888 -0.00023874600719946189 0.00032425231561925591 -0.00033796781568186645 0.00030317219980674509 0.00043723869163150722 -0.00014420673934781078 0.00012560063348134203
leaf_weight=0.0010442804105601413 0.0015949579030036152 0.0013771754999382642 0.0010047154983922879 0.0010837013449454223 0.0010966421346209807 0.0015099789102735817 0.0011324378985093026
leaf_count=1044 757 435 529 296 431 175 243
internal_value=0 -0.000109873 4.49184e-05 5.48074e-05 4.34763e-06 0.000108043 -2.85777e-05
internal_weight=0 0.00342617 0.00238189 0.00641772 0.00533402 0.00373906 0.00264242
internal_count=3910 2008 964 1902 1606 849 418
is_linear=0
shrinkage=0.00196078


Tree=8098
num_leaves=7
num_cat=0
split_feature=0 1 2 1 43 43
split_gain=8.60912e-06 1.94878e-05 2.14126e-05 3.64162e-05 1.92277e-05 1.46414e-05
threshold=0.10302000000000001 1.0000000180025095e-35 0.11542500000000001 0.092550000000000007 -0.074254999999999988 -0.014114999999999997
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.018335203555335002 0.0075341578726695396 0.0090538310149925871 0.013166440666215931 0.0015239620483564883 -0.015598807067657912 -0.0012827868969787198
leaf_weight=0.0010110917475400581 0.0012655546286268896 0.0019071016683977504 0.0012503849159620755 0.0010751912044859575 0.0016813395318919582 0.0010029891545754064
leaf_count=1143 210 622 383 323 459 770
internal_value=0 -0.00134759 0.00154571 -0.00156997 -0.00892003 -0.0098433
internal_weight=0 0.0079281 0.00591402 0.00466363 0.00275653 0.00201408
internal_count=3910 3700 1787 1404 782 1913
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=7
num_cat=0
split_feature=52 160 4 13 13 1
split_gain=8.53204e-06 2.38985e-05 1.84718e-05 1.82811e-05 2.4096e-05 2.43249e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 -0.16277999999999995 -0.077154999999999987 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0048392465278534452 -0.015748696085569894 -0.011352796907875664 0.011022492828591905 0.016067576932557937 0.0068997902737705091 -0.011383548603068602
leaf_weight=0.0012797365908081117 0.0010802982584646103 0.0010195761606467332 0.0017222529697685411 0.0011256501354102947 0.0016577442778608887 0.0012970132379481177
leaf_count=807 924 127 383 484 871 314
internal_value=0 -0.0022375 0.00426069 0.000624493 0.00361727 -0.00112582
internal_weight=0 0.00618028 0.00300199 0.00509998 0.00408041 0.00295476
internal_count=3910 2720 1190 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=8
num_cat=0
split_feature=11 48 42 160 133 1 1
split_gain=1.92153e-05 3.14874e-05 4.78668e-05 3.63993e-05 5.52807e-05 3.91875e-05 1.23473e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.081519999999999995 0.083815000000000014 0.077800000000000022 0.096035000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00038936650604399163 -0.00026521299012690529 0.00026719683895222766 -0.00030971660472401189 -0.00046000645673856873 0.00037262606801804533 0.00012832966286253512 -0.00015253288377812445
leaf_weight=0.0010315067238522444 0.0010004092013305302 0.0016369688192763914 0.0018162631838673556 0.0010284095248317966 0.0010599836382858053 0.0012867152845934028 0.0011305234321067152
leaf_count=356 304 433 1243 618 412 247 297
internal_value=0 2.12543e-05 -3.34959e-05 5.71086e-05 -1.89576e-05 -0.00013942 -3.02753e-06
internal_weight=0 0.00899037 0.0073534 0.00553714 0.00450563 0.00344565 0.00241724
internal_count=3910 3606 3173 1930 1574 1162 544
is_linear=0
shrinkage=0.00196078


Tree=8101
num_leaves=8
num_cat=0
split_feature=13 48 42 1 0 43 2
split_gain=2.52259e-05 3.02525e-05 3.79821e-05 3.7918e-05 3.79206e-05 5.99551e-05 5.37154e-05
threshold=-0.23438999999999996 0.11280000000000003 0.092395000000000019 0.11198000000000001 -0.077944999999999987 -0.0037249999999999996 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.00024750011098426057 -0.00049255362525859399 -0.00035229586353221798 -0.00029645327586164263 0.00039425036252448278 0.00024448948361532403 0.00034934792077327313 -0.00020165375374212448
leaf_weight=0.0012959619045859209 0.0011296915311856432 0.0010841719501065881 0.0014009852015966608 0.0010841141959240137 0.0016259118548421127 0.0012269841138857645 0.0015264949419108095
leaf_count=210 1341 172 751 225 619 243 349
internal_value=0 -4.49374e-05 -3.25345e-06 5.90484e-05 -6.91483e-06 -0.00011218 4.38794e-05
internal_weight=0 0.00907835 0.00799418 0.0065932 0.00550908 0.00388317 0.00275348
internal_count=3910 3700 3528 2777 2552 1933 592
is_linear=0
shrinkage=0.00196078


Tree=8102
num_leaves=8
num_cat=0
split_feature=13 16 1 15 47 48 16
split_gain=9.68239e-06 1.82665e-05 4.09138e-05 6.53069e-05 3.34776e-05 5.88043e-05 2.62542e-05
threshold=-0.23438999999999996 0.24895000000000003 1.0000000180025095e-35 0.041585000000000004 0.09252500000000001 0.086215000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.0084452376255036883 -0.032399164152778291 0.0099997514061163847 0.026705344176158687 0.0022776723831199066 -0.012778771245719529 -0.013084358933638277 0.0059453438877904372
leaf_weight=0.0011562324292035278 0.0010625840183886486 0.0012073105914328017 0.0011024462837589213 0.001110891006713705 0.0011618462996199628 0.0010439770080498813 0.0013614990598608033
leaf_count=210 831 499 485 931 207 190 557
internal_value=0 -0.00134087 -0.00334162 -0.0146754 0.00193351 0.00680631 0.015234
internal_weight=0 0.00805055 0.00684324 0.00217348 0.00466977 0.00350792 0.00246395
internal_count=3910 3700 3201 1762 1439 1232 1042
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=8
num_cat=0
split_feature=50 156 1 0 2 151 15
split_gain=2.49644e-05 4.10724e-05 4.82102e-05 4.48196e-05 3.31252e-05 7.14752e-05 4.72884e-05
threshold=0.086465000000000014 0.083820000000000019 0.076710000000000014 -0.076734999999999984 0.086650000000000019 -0.0088999999999999982 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.00037929438628451579 -0.00030139581205810179 -0.00033783581697535334 -0.0002568532178998398 8.4716462307254985e-05 -5.3672002822874635e-05 0.00061510796448965496 0.00030484072108798296
leaf_weight=0.0013963441837154603 0.0010107423353877621 0.0010704351840674963 0.0011527059871002522 0.0018750421819956793 0.0010230927993640296 0.0015380199209893168 0.0011523143834937847
leaf_count=1145 715 525 291 405 189 342 298
internal_value=0 2.32324e-05 7.07285e-05 -0.00011334 0.000194473 0.000347949 2.3946e-05
internal_weight=0 0.00920795 0.00813752 0.00327139 0.00486613 0.00256111 0.00230502
internal_count=3910 3195 2670 1550 1120 531 589
is_linear=0
shrinkage=0.00196078


Tree=8104
num_leaves=8
num_cat=0
split_feature=160 40 15 13 4 3 16
split_gain=1.33019e-05 2.18689e-05 4.66005e-05 3.73473e-05 6.20047e-05 6.88998e-05 6.40589e-05
threshold=0.098455000000000015 -0.064864999999999992 -0.11739999999999999 -0.094679999999999986 -0.034289999999999994 -0.088024999999999978 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.00025524554491314111 -0.00022003363874660995 -0.00027057312073549259 0.00042625808351417848 0.00012882436483975583 -6.8057821940940212e-06 -0.000548724567361975 0.00057905692829768047
leaf_weight=0.001010228448838889 0.001018385292513105 0.0014216987325110101 0.0012478026149664867 0.001221525991396139 0.0017214570872984098 0.0010936473605468676 0.0012304007261882163
leaf_count=340 319 463 293 508 447 1015 525
internal_value=0 1.64712e-05 5.10575e-05 0.000121245 4.89853e-05 -0.000191238 0.000237395
internal_weight=0 0.00894676 0.00793653 0.00651483 0.00526703 0.00231517 0.00295186
internal_count=3910 3591 3251 2788 2495 1523 972
is_linear=0
shrinkage=0.00196078


Tree=8105
num_leaves=7
num_cat=0
split_feature=48 0 1 4 3 16
split_gain=9.43288e-06 4.50248e-05 2.69937e-05 4.20526e-05 3.28555e-05 3.02969e-05
threshold=0.083775000000000002 -0.18087499999999998 0.11198000000000001 -0.0031049999999999997 -0.040669999999999991 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0061412718317220474 -0.0075810719513305248 0.017775844305869912 0.0097680749985124375 -0.017912490698902672 0.015096925714584259 -0.018193648657511764
leaf_weight=0.0010022305818821831 0.0014427962244348699 0.0013606465943535463 0.0014511454547723648 0.0018048322953562162 0.0011079818907940965 0.0010451009435564239
leaf_count=730 122 628 456 630 185 1159
internal_value=0 0.00472587 -0.0022283 -0.00573797 0.00122583 -0.00628097
internal_weight=0 0.00280344 0.00641129 0.00496015 0.00315531 0.00204733
internal_count=3910 750 3160 2704 2074 1889
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=8
num_cat=0
split_feature=50 42 51 16 15 49 2
split_gain=2.39567e-05 3.06172e-05 4.73888e-05 3.90123e-05 6.15785e-05 6.07833e-05 4.24233e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.0078499999999999976 -0.047309999999999998 0.099990000000000009
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=-0.00023635225553899554 -0.00029154749144438098 -0.00029269340962811394 0.0003399187700131917 0.00068391759010698967 8.9576660598432317e-05 -0.00044029713487168178 8.7954343142384494e-05
leaf_weight=0.0014791070906833778 0.0010428676591135071 0.0011651702681597827 0.0013108375197946388 0.0010559965628225525 0.0018346134732069867 0.0012208321394506379 0.0011213787298213307
leaf_count=875 715 481 212 380 486 497 264
internal_value=0 2.20512e-05 7.16315e-05 0.000136504 0.000306701 1.82848e-06 -0.000187387
internal_weight=0 0.00918794 0.00770883 0.00654366 0.00289061 0.00365305 0.00234221
internal_count=3910 3195 2320 1839 866 973 761
is_linear=0
shrinkage=0.00196078


Tree=8107
num_leaves=7
num_cat=0
split_feature=50 42 51 16 15 48
split_gain=1.03375e-05 2.27708e-05 3.437e-05 3.8041e-05 3.21468e-05 3.03505e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.0078499999999999976 0.087945000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.011061465533433826 -0.0096951947595926014 -0.013373815534141945 0.0058190196228726926 0.026156668211474228 0.0054513499104080921 -0.015886062160028799
leaf_weight=0.0013034641780215583 0.0010024487003269878 0.0010434655047868837 0.0017424051188970171 0.0012694580731099484 0.0018319563618731595 0.0010221678125554275
leaf_count=860 779 473 534 457 682 125
internal_value=0 0.00106162 0.00334863 0.00632328 0.0139264 -0.00220618
internal_weight=0 0.00821292 0.00690945 0.00586599 0.00310141 0.00276457
internal_count=3910 3131 2271 1798 1139 659
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=8
num_cat=0
split_feature=50 4 151 43 2 12 0
split_gain=2.21355e-05 4.22257e-05 3.99363e-05 3.73313e-05 4.87545e-05 7.08185e-05 3.75713e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 0.013605000000000001 0.10393500000000001 0.091405000000000014 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00027521025109231173 -0.00027987737804935543 0.00038122049803879183 -1.0891386578114273e-05 0.00018135553537204952 -0.00051949150941202717 0.00030883471521763541 -0.00047682985390330604
leaf_weight=0.001405749624875675 0.0010215807537630262 0.0011195646769758425 0.0013067291197604845 0.0015215030887512984 0.0011730043501537125 0.0013093164673950814 0.0013556211659694491
leaf_count=454 715 396 172 382 400 452 939
internal_value=0 2.43676e-05 -2.51274e-05 -8.8462e-05 -0.000168259 -6.45246e-05 -0.000248139
internal_weight=0 0.00919149 0.00807192 0.00666617 0.00514467 0.00397167 0.00266235
internal_count=3910 3195 2799 2345 1963 1563 1111
is_linear=0
shrinkage=0.00196078


Tree=8109
num_leaves=7
num_cat=0
split_feature=4 151 12 15 43 4
split_gain=9.60811e-06 1.96597e-05 2.80829e-05 3.44874e-05 3.1493e-05 1.84639e-05
threshold=0.27608500000000008 -0.016164999999999995 0.088325000000000015 0.088190000000000004 -1.0000000180025095e-35 -0.0025899999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0098055442464096264 0.0081906508485225463 -0.022313564663209686 -0.004615041364323157 0.018141260110658572 0.0065391102885976231 -0.010354794818611183
leaf_weight=0.0013178319037604131 0.0012136423018940913 0.0012301932016932564 0.0017576956420395653 0.0010722318434273396 0.0011548823419533063 0.0014709009086037619
leaf_count=562 441 869 853 681 316 188
internal_value=0 -0.00135775 -0.00355811 0.0040071 -0.00911027 -0.00292445
internal_weight=0 0.00800374 0.0066859 0.00282993 0.00385598 0.00262578
internal_count=3910 3469 2907 1534 1373 504
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=8
num_cat=0
split_feature=11 48 0 42 3 43 0
split_gain=2.74542e-05 3.11858e-05 9.00591e-05 4.1017e-05 3.70516e-05 5.97837e-05 2.70066e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.082904999999999993 0.10666500000000002 -0.074254999999999988 -0.099024999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00026186590360930962 -0.00031430610244185229 -0.00013810126318857349 0.00057642195533291491 5.3120164550878308e-05 0.00014609038461226468 -0.00020339560925910539 -0.00064226818520832717
leaf_weight=0.0013161574628424476 0.0010151074352483117 0.0014251054507441567 0.0012939966834103114 0.0016764396303808574 0.0014152601315103766 0.0010004111510927846 0.0011690114578465083
leaf_count=486 304 114 591 882 206 169 1158
internal_value=0 2.53052e-05 0.000201934 -4.77147e-05 -0.000125161 -0.000224981 -0.000439886
internal_weight=0 0.00929638 0.0027191 0.00657728 0.00526112 0.00384586 0.00216942
internal_count=3910 3606 705 2901 2415 2209 1327
is_linear=0
shrinkage=0.00196078


Tree=8111
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 3 2 0
split_gain=2.51103e-05 3.19889e-05 3.0984e-05 4.00901e-05 3.0162e-05 4.63067e-05 3.7852e-05 2.49902e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.082904999999999993 -0.078884999999999997 -0.057994999999999998 0.084925000000000014 0.093070000000000014 -0.13506999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00032522197229295486 -0.00030601491901229575 0.00028473524959894789 -0.00042754949215060482 0.00028886064339532649 -0.0004223862644846202 0.00033886896117226611 -0.0002610425181013348 0.00012877387726597107
leaf_weight=0.0011513122948983373 0.0010108993829815839 0.0010786537425125633 0.0010393200446792176 0.0010646651424579068 0.0011334063733869954 0.001082807200588161 0.001507397361646904 0.0010891063156313364
leaf_count=222 304 467 1291 578 546 152 193 157
internal_value=0 1.96454e-05 -2.43569e-05 -7.25595e-05 -9.78531e-06 -7.58515e-05 3.0898e-05 -9.75336e-05
internal_weight=0 0.00914667 0.00799536 0.0069167 0.00587738 0.00481272 0.00367931 0.0025965
internal_count=3910 3606 3384 2917 1626 1048 502 350
is_linear=0
shrinkage=0.00196078


Tree=8112
num_leaves=8
num_cat=0
split_feature=50 156 42 160 133 4 1
split_gain=4.31464e-05 3.46304e-05 3.25227e-05 3.10956e-05 5.98878e-05 0.000105774 2.91262e-05
threshold=0.086465000000000014 0.083820000000000019 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.10937500000000001
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=-0.0001869898468477362 -0.00038856933782765752 -0.00029704617938452956 0.00065707705194061722 -0.00013278478568215767 -0.00020627607587432139 -0.00014270761390528387 0.00027540212482559247
leaf_weight=0.0014725438457299971 0.0010228497733838363 0.0010690846149096255 0.0018620806022484411 0.0013528279539626164 0.0011219150739867753 0.0014313191639773648 0.0011594674291570716
leaf_count=799 715 525 531 273 562 250 255
internal_value=0 3.53368e-05 7.76391e-05 0.000133889 0.000198603 0.000300613 4.44111e-05
internal_weight=0 0.00946924 0.00840015 0.00692761 0.00557478 0.00445287 0.00259079
internal_count=3910 3195 2670 1871 1598 1036 505
is_linear=0
shrinkage=0.00196078


Tree=8113
num_leaves=8
num_cat=0
split_feature=15 42 2 2 12 15 16
split_gain=1.15536e-05 2.18684e-05 2.85376e-05 3.1913e-05 2.98377e-05 2.51726e-05 4.28017e-05
threshold=0.088615000000000013 -0.082904999999999993 0.086545000000000025 0.092175000000000021 0.080120000000000011 -0.13823999999999997 -0.015314999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.014139669037132152 -0.0092875716781287126 0.0010617153074308407 0.019301972309907107 0.012658203316808076 -0.022128762419927509 -0.019970991146462794 0.0054331172027582697
leaf_weight=0.0011313835126169781 0.0011949334959796649 0.0011425068109094751 0.0010103441388860453 0.0010162867903024215 0.0010785817523259237 0.0011903757638266881 0.0014975865238821815
leaf_count=480 875 288 465 276 738 369 419
internal_value=0 0.00124857 -0.00085429 0.00354847 -0.0101998 -0.000748345 -0.0058172
internal_weight=0 0.00806707 0.00693568 0.00471459 0.00222109 0.00370425 0.00268796
internal_count=3910 3035 2555 1529 1026 1064 788
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=8
num_cat=0
split_feature=50 160 133 2 13 4 1
split_gain=1.92586e-05 2.90501e-05 3.88035e-05 2.86278e-05 7.29889e-05 6.2527e-05 2.7463e-05
threshold=0.086465000000000014 -0.081519999999999995 -0.0023199999999999996 0.10393500000000001 -0.070604999999999987 0.0057500000000000008 0.10398500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.00030296899439129921 -0.00026543909159239292 -0.00038035495381569321 0.00048014739255156016 -0.00039022411455205442 -0.00033263709983667684 0.00023926394473362361 4.3329841991989963e-05
leaf_weight=0.0012172556786210868 0.0010002787621541309 0.0010143906981226304 0.0014700713901450221 0.0010021421088671234 0.0015133771889887966 0.0014290287861426559 0.0012781510188620642
leaf_count=564 715 777 562 261 523 157 351
internal_value=0 2.14742e-05 -2.29846e-05 3.11803e-05 0.000123368 -5.48838e-05 -0.000147208
internal_weight=0 0.00892442 0.00770716 0.00669277 0.00441248 0.00294241 0.00228029
internal_count=3910 3195 2631 1854 1242 680 612
is_linear=0
shrinkage=0.00196078


Tree=8115
num_leaves=7
num_cat=0
split_feature=47 159 160 16 16 13
split_gain=1.01645e-05 1.67045e-05 3.2577e-05 4.31351e-05 5.66319e-05 4.13562e-05
threshold=0.09550500000000002 0.073745000000000019 0.069910000000000014 -0.078844999999999985 0.20277000000000003 -0.014114999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.011878342283005085 0.0066234254924103205 0.0096667635140870248 0.01014183986584883 -0.027019690468476711 0.0026822323276852913 0.015176388021959085
leaf_weight=0.0010437487776489133 0.0018068417357211212 0.0010955523743866836 0.0013407870381977769 0.0017092515945633336 0.0010280278608796184 0.001231823674235437
leaf_count=683 389 623 296 1035 353 531
internal_value=0 -0.00173722 -0.0037036 -0.00740684 -0.0158647 0.00276705
internal_weight=0 0.00744919 0.00635364 0.00501285 0.00273728 0.00227557
internal_count=3910 3521 2898 2602 1388 1214
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=8
num_cat=0
split_feature=4 0 51 457 4 16 2
split_gain=3.78313e-05 7.51723e-05 4.94825e-05 4.34989e-05 3.60369e-05 2.8742e-05 8.92144e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.07174999999999998 0.041935000000000007 0.40359500000000004 -0.19424999999999998 0.087995000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.00037580529731432832 -0.00036970167647095125 0.00048293138367055456 -0.00035369553449174292 0.00035339246414470228 0.00028674084696378292 -0.00031970715515970856 0.00033925570239772056
leaf_weight=0.0010250350294181291 0.0014832782135418303 0.0011843739379669453 0.0014259141741441725 0.0012665077997617595 0.0010091559897763116 0.0017293570820717974 0.0014540569718490745
leaf_count=208 535 252 239 257 248 1255 916
internal_value=0 2.05819e-05 -4.48552e-05 2.51286e-05 -4.8868e-05 -0.000122345 -1.87191e-05
internal_weight=0 0.00955264 0.00836827 0.00688499 0.00561848 0.00460933 0.00318341
internal_count=3910 3702 3450 2915 2658 2410 2171
is_linear=0
shrinkage=0.00196078


Tree=8117
num_leaves=9
num_cat=0
split_feature=11 3 47 15 150 43 3 3
split_gain=2.23515e-05 3.05307e-05 3.10326e-05 2.95073e-05 6.09644e-05 5.34548e-05 3.75476e-05 3.42258e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 -0.096369999999999983 0.086420000000000011 -0.078454999999999983 0.084925000000000014 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=0.00032296934140476551 -0.00028648290951030671 0.00033830590738120989 -0.00030298338530222198 0.00047057804624092161 -0.00044035743201826394 -0.00028390695505038714 0.00018484211103675892 -0.00014525777225786652
leaf_weight=0.0011334130691640796 0.0010034590391272127 0.0011232911297179137 0.0010624489497333108 0.0010720657437536391 0.0010175204113742576 0.0013107025072211353 0.0013172887336067932 0.0010533618656155194
leaf_count=222 304 469 330 689 321 1302 165 108
internal_value=0 2.18866e-05 -2.1002e-05 5.26988e-05 -1.53064e-05 0.000101583 -4.8945e-05 -0.000224459
internal_weight=0 0.00909009 0.00795668 0.00584087 0.00471758 0.00370006 0.00262799 0.00211581
internal_count=3910 3606 3384 2946 2477 2156 1467 438
is_linear=0
shrinkage=0.00196078


Tree=8118
num_leaves=8
num_cat=0
split_feature=0 1 15 3 12 1 2
split_gain=9.58521e-06 1.95608e-05 2.06636e-05 3.15849e-05 3.07279e-05 0.000145928 1.37881e-05
threshold=0.10302000000000001 1.0000000180025095e-35 0.024640000000000006 0.11265500000000002 0.090840000000000018 0.094485000000000013 0.090815000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.0015112611891990415 0.0079341346555316401 -0.0050595842200891411 -0.011345890606184791 -0.0090238327395142249 -0.0051727380934861716 0.043675578052919967 -0.017984918253616835
leaf_weight=0.0010010752672550941 0.0012755908903521974 0.0014902896554659991 0.0010368535597458668 0.0013241317731137051 0.0010703922737569814 0.0010453888126883101 0.0010316709896022532
leaf_count=1086 210 315 541 259 284 388 827
internal_value=0 -0.00139995 0.00148617 0.00418484 0.009035 0.0150326 -0.00987207
internal_weight=0 0.0079998 0.00596706 0.0049302 0.00360607 0.00253568 0.00203275
internal_count=3910 3700 1787 1246 987 703 1913
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=7
num_cat=0
split_feature=50 42 160 43 47 4
split_gain=2.46251e-05 3.32346e-05 3.70745e-05 3.43106e-05 3.45024e-05 6.80801e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.077735000000000012 -0.06272999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00024939148837794606 -0.00029968523518626754 0.00036082676380534874 -0.00021577766713618883 -0.00016756341236149073 -0.00022516917017674796 0.00041438685365912504
leaf_weight=0.0014567659830794924 0.0010156336133064396 0.001864673747887147 0.0013932537961466457 0.0013935315432146143 0.0012969327372731767 0.0017352894552095368
leaf_count=875 715 746 290 593 158 533
internal_value=0 2.2147e-05 7.36285e-05 0.000137729 4.3732e-05 0.000155195
internal_weight=0 0.00914045 0.00768368 0.00629043 0.00442575 0.00312882
internal_count=3910 3195 2320 2030 1284 1126
is_linear=0
shrinkage=0.00196078


Tree=8120
num_leaves=7
num_cat=0
split_feature=42 51 42 43 13 15
split_gain=8.3391e-06 1.92302e-05 2.68662e-05 3.77277e-05 1.59579e-05 5.8946e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.077544999999999989 -0.094679999999999986 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
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leaf_value=-0.0068913725684091711 -0.011060326685207608 0.023599755597058653 -0.010529598871712752 0.010320381441609358 0.0084675477383118723 -0.021290715556260543
leaf_weight=0.0015157351808075025 0.0010951599864527668 0.0010128098457233715 0.0011682900133972328 0.001577067010391646 0.0018602516618772638 0.0010365342244549854
leaf_count=1060 521 634 710 291 205 489
internal_value=0 0.00121892 0.00323963 0.00617155 0.00222608 -0.00218062
internal_weight=0 0.00775011 0.00665495 0.00548666 0.00447385 0.00289679
internal_count=3910 2850 2329 1619 985 694
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=8
num_cat=0
split_feature=160 133 42 15 2 1 15
split_gain=9.19075e-06 2.32391e-05 3.4533e-05 4.59094e-05 4.11811e-05 4.56651e-05 2.82353e-06
threshold=0.087825000000000014 0.087895000000000015 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.085410000000000014 -0.097269999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.028037407664907033 -0.0077082919258158441 -0.012058602186617657 0.020469720177583573 -0.016526497746309755 -0.0090510737150361602 0.0063800416808996235 -0.0011250293389143515
leaf_weight=0.0010918347777518645 0.0013542228489316624 0.0011311554734593577 0.0010111897425358531 0.0012496808818938526 0.0014067560795180461 0.0010008900146068877 0.0010042457408922408
leaf_count=539 427 829 330 835 374 167 409
internal_value=0 0.0012084 0.00342687 0.000431506 0.00513696 0.0115817 0.00262123
internal_weight=0 0.00789575 0.0067646 0.00575341 0.00450373 0.00309697 0.00200514
internal_count=3910 3483 2654 2324 1489 1115 576
is_linear=0
shrinkage=0.1


Tree=8122
num_leaves=7
num_cat=0
split_feature=15 151 12 43 0 1
split_gain=8.8039e-06 2.93988e-05 3.28801e-05 4.40795e-05 3.9168e-05 3.24987e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.088325000000000015 -1.0000000180025095e-35 -0.053834999999999994 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
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leaf_value=-0.0070954300610302891 0.016916666681900061 -0.023351436654449116 0.017329776153720791 0.013753781905104729 -0.0067527461469142685 -0.0086361909605966146
leaf_weight=0.0015006823296965397 0.0010398920860734745 0.0011655550650562056 0.0016028962408752305 0.0010437818763849133 0.0011670706631632789 0.0017108558777590135
leaf_count=614 487 818 1238 225 252 276
internal_value=0 0.00127447 -0.0011569 -0.00704984 0.00718308 -0.000152227
internal_weight=0 0.00773005 0.00669016 0.00392019 0.00276997 0.00275464
internal_count=3910 3296 2809 1319 1490 501
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=8
num_cat=0
split_feature=50 160 4 2 3 4 12
split_gain=2.42862e-05 2.95987e-05 3.30997e-05 3.29664e-05 3.80703e-05 3.15761e-05 2.15691e-05
threshold=0.086465000000000014 -0.026849999999999995 0.15927500000000003 0.10648500000000001 0.013395000000000002 -0.0021099999999999995 0.088055000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.00025560433960122956 -0.00029502586693237596 9.3019364112327229e-05 -2.4239811438187536e-05 0.00019053804454799675 -0.00045203992394980051 -0.00033399143849109126 0.00037780339936681334
leaf_weight=0.0016921775730035617 0.0010378848748071731 0.0018557351610251885 0.0010076849718853569 0.0011034054595882537 0.0014213642938865761 0.0010383211277803595 0.0010451296604082009
leaf_count=804 715 1176 288 362 124 303 138
internal_value=0 2.14443e-05 -3.15883e-05 -0.000111914 -0.000189248 -6.01823e-05 0.000180449
internal_weight=0 0.00916382 0.00747164 0.00541883 0.00431542 0.00289406 0.00205281
internal_count=3910 3195 2391 1965 1603 1479 426
is_linear=0
shrinkage=0.00196078


Tree=8124
num_leaves=8
num_cat=0
split_feature=4 0 4 1 49 3 0
split_gain=3.01607e-05 7.18949e-05 3.34099e-05 5.54862e-05 5.85599e-05 0.000133515 4.05208e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.25367000000000006 0.11215000000000001 -0.07107999999999999 0.084925000000000014 -0.084304999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00032051682623570048 -0.00041596465882557217 0.00047862646154686058 0.00019401646450778218 -0.00043297538785578313 -0.0003548207043375857 0.00067682375410183708 0.00010262715910876721
leaf_weight=0.0010292093359471352 0.00104541862369514 0.0012157097709165387 0.0019617452229446853 0.0014726549913602945 0.0014126397858528884 0.001132862793844485 0.0015740067509148147
leaf_count=208 246 252 432 258 1112 102 1300
internal_value=0 3.23026e-05 -3.07953e-05 -9.72387e-05 -1.51149e-06 0.000103665 -0.000113739
internal_weight=0 0.00981504 0.00859933 0.00663758 0.00516493 0.00411951 0.00298665
internal_count=3910 3702 3450 3018 2760 2514 2412
is_linear=0
shrinkage=0.00196078


Tree=8125
num_leaves=8
num_cat=0
split_feature=11 3 3 43 160 3 48
split_gain=2.1939e-05 2.87389e-05 2.70931e-05 2.79563e-05 3.24689e-05 4.48639e-05 1.17263e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.076734999999999984 -0.057994999999999998 -0.025614999999999995 0.094625000000000015 0.088465000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
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leaf_weight=0.0011431986268320956 0.0010058878366922984 0.0018245505218347528 0.0012943789299545089 0.0011407580283284871 0.0014676466268104221 0.0011200864532297785 0.001104727097305783
leaf_count=222 304 1848 557 271 401 174 133
internal_value=0 2.26134e-05 -1.91768e-05 4.32757e-05 -2.52631e-05 -0.00011459 6.0953e-05
internal_weight=0 0.00909535 0.00795215 0.0061276 0.00483322 0.00369246 0.00222481
internal_count=3910 3606 3384 1536 979 708 307
is_linear=0
shrinkage=0.00196078


Tree=8126
num_leaves=7
num_cat=0
split_feature=0 1 2 3 48 15
split_gain=9.54956e-06 2.08648e-05 2.46642e-05 3.03894e-05 4.30029e-05 1.61901e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010220265501460133 0.0012802438623394424 0.0014959063856010793 0.0012561420265168035 0.0019199219925905922 0.0012923805956868266 0.0010069551056444304
leaf_count=1137 210 721 383 469 214 776
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internal_weight=0 0.00799333 0.00596435 0.00470821 0.0032123 0.00202898
internal_count=3910 3700 1787 1404 683 1913
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 3
split_gain=8.57566e-06 1.75376e-05 5.43107e-05 2.51801e-05 2.77487e-05 5.78899e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.022372057117432283 -0.0070321133568466941 -0.0082645426050070078 0.0091416528565144359 0.01601351101698209 -0.010387382946248963 0.021071196480840368
leaf_weight=0.0010748058076140694 0.0014897925244392171 0.0013362317123471101 0.0011133647773105468 0.0013678808049300559 0.0015231441103174988 0.0013546132322934817
leaf_count=489 832 1237 221 303 498 330
internal_value=0 0.00125037 -0.00633754 0.00422494 0.000398315 0.00650353
internal_weight=0 0.00777004 0.00218817 0.00558187 0.00421399 0.00269084
internal_count=3910 3078 710 2368 2065 1567
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=7
num_cat=0
split_feature=50 160 49 52 2 2
split_gain=9.58849e-06 2.10583e-05 2.69395e-05 2.03063e-05 3.31714e-05 4.34974e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.081419999999999979 -0.031409999999999993 0.10113500000000002 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.01178945147527018 -0.0092912252585090668 0.013313425025547002 -0.013193060905396013 -0.0047127329115371373 -0.011784251403562845 0.022077460396691461
leaf_weight=0.0014949027985068373 0.0010057723258903991 0.0010590323868815647 0.0017039152037141509 0.0013839908654893233 0.001515848632422892 0.0010782013371248783
leaf_count=796 779 212 716 685 343 379
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internal_weight=0 0.00823589 0.00674099 0.00568196 0.00397804 0.00246219
internal_count=3910 3131 2335 2123 1407 1064
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=7
num_cat=0
split_feature=52 0 47 49 15 15
split_gain=2.58922e-05 3.16413e-05 4.65353e-05 4.47453e-05 5.08574e-05 9.1199e-05
threshold=0.11401500000000002 -0.017269999999999997 0.09252500000000001 -0.07107999999999999 0.079360000000000014 -0.026084999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00028495468767515746 -0.00024836380518526946 0.00026761214127157985 -0.00030588136551013695 4.799778014571899e-05 -0.00014725088056547213 0.00077911621230167206
leaf_weight=0.0011233208100791519 0.0014694712149884081 0.001765733769666428 0.0017265416334588998 0.0018685238250034297 0.0014343896422176787 0.001010802406992483
leaf_count=271 647 378 313 863 1102 336
internal_value=0 3.25133e-05 -2.54356e-05 6.36205e-05 0.000154392 0.000304661
internal_weight=0 0.00892931 0.00716358 0.00543704 0.00431372 0.00287933
internal_count=3910 3263 2885 2572 2301 1199
is_linear=0
shrinkage=0.00196078


Tree=8130
num_leaves=8
num_cat=0
split_feature=11 3 42 3 1 3 4
split_gain=1.92569e-05 3.13442e-05 2.83891e-05 4.29099e-05 2.74415e-05 7.35548e-05 6.50564e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.082904999999999993 -0.078884999999999997 0.094695000000000015 0.084925000000000014 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00032302927442957923 -0.00026420198624170521 0.00027320402019287096 -0.00043425980527364523 -0.0005246232622055318 0.00045046051347189279 0.00011201736661247505 -0.00013909187655565904
leaf_weight=0.0011624197019944353 0.0010011954427006043 0.0010842515242098687 0.0010440476199457763 0.001143911323911566 0.0013354606296389383 0.0017887722359704768 0.0015605200686716961
leaf_count=222 304 467 1291 642 408 160 416
internal_value=0 2.22709e-05 -2.16664e-05 -6.81856e-05 -2.61335e-06 -0.000136308 0.000132776
internal_weight=0 0.00911938 0.00795696 0.00687271 0.00582866 0.00293268 0.00289598
internal_count=3910 3606 3384 2917 1626 802 824
is_linear=0
shrinkage=0.00196078


Tree=8131
num_leaves=9
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split_feature=50 4 40 160 12 0 3 2
split_gain=2.03859e-05 2.29037e-05 3.95488e-05 4.50142e-05 7.03417e-05 6.93025e-05 4.25568e-05 6.26581e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.06402999999999999 -0.015794999999999997 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.00037501724472277644 -0.00026973116464465376 0.0002945584240607269 0.0006308094524428877 -0.00028099379660932793 -0.00046519791284097087 0.00020699246658508738 0.00048701803464657367 -0.0001891068157699469
leaf_weight=0.0010055124652438236 0.0010060337360700651 0.0010649396375793556 0.0010603559114533987 0.0013405847194504408 0.0012068788680487043 0.0011531063964489961 0.0010547648824744747 0.0010531013560550438
leaf_count=274 715 396 621 308 1057 271 81 187
internal_value=0 2.46751e-05 -1.18246e-05 4.13427e-05 0.000119509 -0.000136761 0.000310402 0.000149222
internal_weight=0 0.00893924 0.0078743 0.00686879 0.00552821 0.00235999 0.00316822 0.00210787
internal_count=3910 3195 2799 2525 2217 1328 889 268
is_linear=0
shrinkage=0.00196078


Tree=8132
num_leaves=7
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split_feature=1 4 150 0 12 0
split_gain=9.93839e-06 2.63798e-05 2.36967e-05 2.45936e-05 3.43697e-05 1.8535e-05
threshold=0.085990000000000011 -0.15333499999999997 0.077110000000000012 -0.11756999999999999 0.051320000000000005 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -3
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leaf_value=0.0060898470182334744 -0.010661464092287961 -0.020518105381744704 0.014634946448240505 0.016175916372060371 -0.0069305766230071501 -0.0024138062577540188
leaf_weight=0.0015447577193614171 0.0016107104180164335 0.0010585738733075434 0.0012682109868952709 0.0013414994554002521 0.0012376288657177281 0.0012140379473439872
leaf_count=166 259 721 348 371 723 1322
internal_value=0 -0.00399308 0.00265849 -0.000966631 0.00508796 -0.0108467
internal_weight=0 0.00381737 0.00545805 0.00418984 0.00257913 0.00227261
internal_count=3910 2209 1701 1353 1094 2043
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=7
num_cat=0
split_feature=4 16 52 16 15 15
split_gain=1.0314e-05 1.85451e-05 2.91982e-05 4.2465e-05 4.17305e-05 6.33064e-05
threshold=0.24280000000000004 -0.19424999999999998 0.10433000000000002 0.26760500000000004 -0.0063699999999999989 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.014336907260639476 0.0066385053971222581 -0.0090439881504776106 0.01525605388705757 -0.020316283288907548 0.028286313743834446 -0.0049323941324955073
leaf_weight=0.0010085071740153495 0.001836649826542208 0.0019409212047687878 0.0010787236281269499 0.0010972884769763821 0.0010939972050483813 0.0012062674885604989
leaf_count=148 549 980 562 415 223 1033
internal_value=0 -0.00173087 0.000250255 -0.00278191 0.00175463 0.0108663
internal_weight=0 0.00742571 0.0064172 0.00533847 0.00424119 0.00230026
internal_count=3910 3361 3213 2651 2236 1256
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=7
num_cat=0
split_feature=52 12 133 13 3 2
split_gain=1.11997e-05 2.52924e-05 2.62182e-05 6.3209e-05 2.39466e-05 3.27602e-05
threshold=0.11401500000000002 0.095000000000000015 -0.0056849999999999991 -0.083514999999999992 -0.053439999999999994 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.016456546724976307 -0.0087178773502077835 0.011746498688067946 0.021728046699538386 -0.018029213976803724 0.0078017087050230487 -0.013969906291089405
leaf_weight=0.0010089078224396865 0.0012870893303009263 0.0018045783745696698 0.0011590109441142601 0.0010191304047901073 0.0018665995717234637 0.0010975096164721134
leaf_count=778 647 696 628 641 264 256
internal_value=0 0.00133662 -0.00171734 0.00117448 -0.00480603 -0.000259586
internal_weight=0 0.00795574 0.00615116 0.00514225 0.00398324 0.00296411
internal_count=3910 3263 2567 1789 1161 520
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=7
num_cat=0
split_feature=42 49 3 0 4 4
split_gain=9.38865e-06 1.72816e-05 2.44659e-05 4.79013e-05 3.9485e-05 3.03925e-05
threshold=-0.082904999999999993 -0.045004999999999996 0.084925000000000014 -0.073464999999999989 -1.0000000180025095e-35 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
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leaf_value=0.0078048158696737624 0.0071073752269533823 -0.030866924857578377 0.016838378091895461 0.0040199953150932164 -0.0088667084547997526 -0.0067352972556763216
leaf_weight=0.001304199029672091 0.0018508488600235866 0.0010620460527995682 0.0011915036303194043 0.0015918566861559129 0.0011988255303494759 0.0010261961126575626
leaf_count=577 481 1474 156 721 207 294
internal_value=0 -0.00135162 -0.00393073 -0.0090472 0.00394647 -0.0190083
internal_weight=0 0.00792128 0.00607043 0.0036801 0.00239033 0.00208824
internal_count=3910 3333 2852 2489 363 1768
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=8
num_cat=0
split_feature=11 48 49 51 12 13 4
split_gain=3.57347e-05 2.76821e-05 3.43478e-05 6.70764e-05 4.09384e-05 3.28299e-05 1.86203e-05
threshold=0.076265000000000013 0.091555000000000011 -0.0057999999999999987 -0.0084849999999999978 0.086865000000000012 -0.094679999999999986 0.011185000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00026256819954892483 -0.00035636816868203126 0.00025897552772847528 0.00040584469698352822 -0.00046225953772890466 0.00037495643298625933 -9.6727071554803828e-05 -8.8989899696468393e-05
leaf_weight=0.0017170863579953257 0.0010105614231987687 0.0016887437952079701 0.0015300164286084529 0.0010108071115577451 0.0010019377569580078 0.0013078622063382058 0.0010449995962920665
leaf_count=558 291 434 575 534 72 1195 251
internal_value=0 3.18625e-05 -1.85184e-05 5.25605e-05 -7.12552e-05 0.000107878 -0.000272521
internal_weight=0 0.00930145 0.00761271 0.00589562 0.00436561 0.0023098 0.00205581
internal_count=3910 3619 3185 2627 2052 1267 785
is_linear=0
shrinkage=0.00196078


Tree=8137
num_leaves=8
num_cat=0
split_feature=50 160 156 42 43 47 1
split_gain=2.39444e-05 3.34761e-05 3.4622e-05 3.57002e-05 4.72395e-05 4.21339e-05 5.762e-05
threshold=0.086465000000000014 0.098455000000000015 0.083820000000000019 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 0.076710000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
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leaf_weight=0.0013821465225564069 0.0010330270891835283 0.0010207106987456414 0.001023392821411691 0.0018533315919366583 0.0012347127947370238 0.0012541515757721299 0.0015989813892032883
leaf_count=745 715 268 512 613 498 124 435
internal_value=0 1.93739e-05 6.03641e-05 0.000107572 0.000173604 5.58768e-05 0.00018831
internal_weight=0 0.00936743 0.00834672 0.00732332 0.00594118 0.00408785 0.00283369
internal_count=3910 3195 2927 2415 1670 1057 933
is_linear=0
shrinkage=0.00196078


Tree=8138
num_leaves=8
num_cat=0
split_feature=4 12 43 43 4 16 0
split_gain=1.32168e-05 2.79725e-05 4.17281e-05 4.20652e-05 4.83174e-05 4.08544e-05 3.89211e-05
threshold=0.27608500000000008 -0.023959999999999995 -0.17307499999999998 -0.079109999999999986 -0.34687499999999999 -0.0090499999999999973 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.00033925684914556719 0.00018005079557841178 0.00036949113041404372 -0.00041422224555103665 -0.0003479167395226704 -0.00018845540541345525 0.0004411352121112216 0.00024434036999962605
leaf_weight=0.001008202529919025 0.0012947103909807219 0.001058170493229196 0.0010282597536369065 0.0011038064909544053 0.0018199845066735896 0.0010844376831103085 0.0014238798749458912
leaf_count=312 441 202 859 220 280 460 1136
internal_value=0 -3.25689e-05 8.55656e-06 -5.05624e-05 1.82758e-05 0.000111663 1.51838e-06
internal_weight=0 0.00852674 0.00751854 0.00646037 0.00543211 0.0043283 0.00324386
internal_count=3910 3469 3157 2955 2096 1876 1416
is_linear=0
shrinkage=0.00196078


Tree=8139
num_leaves=9
num_cat=0
split_feature=50 4 40 2 3 15 16 15
split_gain=4.34579e-05 3.39339e-05 4.51353e-05 7.61757e-05 5.98616e-05 3.50845e-05 7.04351e-05 5.58142e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.11203000000000002 0.094625000000000015 -0.097269999999999981 -0.008069999999999999 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
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leaf_weight=0.0010263825485584315 0.001044985326660486 0.0011143705411031492 0.0010514031986114669 0.0010158890092195998 0.0011823819572340521 0.00102208915647071 0.0018901105196139321 0.0010268902107478687
leaf_count=274 715 396 272 302 120 387 696 748
internal_value=0 3.6271e-05 -7.28267e-06 4.76344e-05 0.000129517 3.55299e-05 -4.94082e-05 -0.000301235
internal_weight=0 0.00932952 0.00821515 0.00718876 0.00617288 0.00499049 0.00393909 0.00204898
internal_count=3910 3195 2799 2525 2223 2103 1831 1135
is_linear=0
shrinkage=0.00196078


Tree=8140
num_leaves=7
num_cat=0
split_feature=4 4 1 2 1 3
split_gain=1.00102e-05 2.04987e-05 2.45778e-05 3.0095e-05 3.52348e-05 2.10166e-05
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decision_type=2 2 2 2 2 2
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leaf_count=291 662 1485 507 204 360 401
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internal_weight=0 0.00773319 0.00654109 0.00507948 0.00236867 0.00271082
internal_count=3910 3619 2957 1472 564 908
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=8
num_cat=0
split_feature=52 160 133 52 4 3 4
split_gain=9.46988e-06 2.09715e-05 2.98813e-05 6.65843e-05 7.71125e-05 5.58909e-05 5.72829e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.020317518899465481 -0.0079844993065059707 -0.011479507393900792 -0.012135134896222819 0.029106720999218683 0.025431355903397925 0.016380949254747704 -0.015669839445119467
leaf_weight=0.0012403002596468528 0.0012987038317529885 0.0011172257522829706 0.0010605534031809154 0.0010351177669719212 0.0012717551395454458 0.0010395201575177523 0.0012029137597938102
leaf_count=628 647 388 668 559 548 220 252
internal_value=0 0.00122439 0.00329633 0.00612311 0.00111926 0.00868517 -0.000812126
internal_weight=0 0.00796739 0.00685016 0.00578961 0.00475449 0.00351419 0.00224243
internal_count=3910 3263 2875 2207 1648 1020 472
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=8
num_cat=0
split_feature=50 4 48 49 0 0 4
split_gain=1.98465e-05 2.22083e-05 2.21864e-05 3.88731e-05 6.72277e-05 4.67925e-05 6.05369e-05
threshold=0.086465000000000014 0.28937500000000005 0.091555000000000011 -0.006494999999999999 -0.10071499999999999 -0.06402999999999999 -0.34687499999999999
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
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leaf_count=394 715 396 327 288 1385 180 225
internal_value=0 2.3757e-05 -1.24339e-05 -5.74366e-05 2.91026e-05 -0.000127952 2.656e-05
internal_weight=0 0.00889799 0.00782933 0.00660207 0.00496089 0.0033669 0.00232712
internal_count=3910 3195 2799 2472 2078 1790 405
is_linear=0
shrinkage=0.00196078


Tree=8143
num_leaves=7
num_cat=0
split_feature=49 4 16 160 16 43
split_gain=9.56008e-06 1.94297e-05 2.83528e-05 3.16817e-05 2.86656e-05 6.20631e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.017204445310631821 0.0090762662193834449 0.0079627541269485843 0.014857702962374217 0.0070660483417509289 0.0041490090525030925 -0.026287198275596158
leaf_weight=0.0012624650296681169 0.0010186286316983097 0.0018082816339873011 0.0010674085213342645 0.001408228325474888 0.0013870470413595971 0.0012959122190556685
leaf_count=470 378 517 677 920 473 475
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internal_weight=0 0.00822934 0.00642106 0.0051586 0.00409119 0.00268296
internal_count=3910 3532 3015 2545 1868 948
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=7
num_cat=0
split_feature=160 133 151 16 2 2
split_gain=9.17552e-06 6.01094e-05 2.6227e-05 4.19888e-05 5.11159e-05 4.49937e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 0.093815000000000009
decision_type=2 2 2 2 2 2
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leaf_value=-0.0062486832671426601 -0.020597409827598948 -0.0088773058476706215 0.0057885315171279277 0.010542078017750218 -0.017318207999905289 0.033325307378923162
leaf_weight=0.0019008530107794963 0.0010500861063462196 0.0010865809506900269 0.0013522512221937489 0.001714590594546782 0.0010692078500796484 0.0010573259395316619
leaf_count=1218 848 375 448 475 297 249
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internal_weight=0 0.00733004 0.00627996 0.00519338 0.0027838 0.00240958
internal_count=3910 2692 1844 1469 772 697
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=8
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split_feature=50 42 51 16 13 49 15
split_gain=1.31383e-05 2.80728e-05 3.29931e-05 3.77189e-05 4.66073e-05 3.76633e-05 1.84148e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.077944999999999987 -0.045004999999999996 -0.11219499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.00023440607901507946 -0.00021346954221039573 -0.00024367652805005747 0.00024549015354889372 -1.8074246616336172e-05 0.00050263914609537629 1.6593603378073093e-05 -0.00034806813377854422
leaf_weight=0.0013898154179580709 0.0010256417304957714 0.0010995855209679495 0.0013481558468003939 0.001096191161974621 0.0016641533506103765 0.001023029305676959 0.0011101661192755249
leaf_count=867 731 480 227 472 393 275 465
internal_value=0 2.11259e-05 6.9502e-05 0.000124674 0.000295853 -1.10528e-05 -0.000173185
internal_weight=0 0.0087311 0.00734128 0.0062417 0.00276034 0.00348135 0.0021332
internal_count=3910 3179 2312 1832 865 967 740
is_linear=0
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Tree=8146
num_leaves=8
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split_feature=4 40 47 1 3 15 3
split_gain=1.29492e-05 2.37874e-05 4.09453e-05 3.48517e-05 3.34617e-05 3.7089e-05 6.59863e-05
threshold=0.27020000000000005 -1.0000000180025095e-35 0.09550500000000002 0.09112000000000002 0.084925000000000014 0.088190000000000004 -0.100615
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00030676593637135314 0.00017159326917273818 0.00013542673516925603 0.00034482109529061463 -0.00028153068086641446 0.00030919215762109084 0.00023443948335157287 -0.00056837972190254299
leaf_weight=0.0010630599807502526 0.0013912604299759863 0.0010066314308322319 0.0011615944526467761 0.0018519333033069456 0.0012582499938878916 0.0010232323204836555 0.0010426463952729107
leaf_count=292 472 203 290 574 131 646 1302
internal_value=0 -3.26276e-05 7.05297e-06 -5.64064e-05 3.9862e-05 -7.04337e-05 -0.000222661
internal_weight=0 0.00840735 0.00734429 0.00618269 0.00433076 0.00307251 0.00204928
internal_count=3910 3438 3146 2856 2282 2151 1505
is_linear=0
shrinkage=0.00196078


Tree=8147
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 43
split_gain=9.42107e-06 2.73425e-05 3.13277e-05 3.90109e-05 3.53268e-05 4.55337e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.086635000000000004 -0.074254999999999988
decision_type=2 2 2 2 2 2
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leaf_value=-0.0072720904648458026 0.016481270625727209 -0.014951296982757895 0.015726889135986931 0.0027323422547654241 0.0073979129916242649 -0.026885067643294014
leaf_weight=0.0015123499598043016 0.0010352978650306965 0.0012946388948938447 0.0015558230164254027 0.0010524193032996894 0.0017543290669002286 0.0010243007000974463
leaf_count=614 487 262 275 536 809 927
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internal_weight=0 0.00771681 0.00668151 0.00538687 0.00383105 0.00207672
internal_count=3910 3296 2809 2547 2272 1463
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=8
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split_feature=50 16 160 160 12 1 43
split_gain=2.38257e-05 2.70775e-05 4.54272e-05 3.20107e-05 3.8687e-05 7.48864e-05 2.54067e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0014726617014600542 0.0010037725397023653 0.0011020627437286984 0.0016072818267199146 0.0010002721866696389 0.001146197573518205 0.0013518799802165228 0.001359316597759759
leaf_count=680 715 428 549 192 567 359 420
internal_value=0 2.41904e-05 0.000142809 -7.28967e-05 6.07628e-06 0.000129368 1.65291e-05
internal_weight=0 0.00903967 0.00406866 0.00497101 0.00397074 0.00282454 0.0029666
internal_count=3910 3195 1397 1798 1606 1039 969
is_linear=0
shrinkage=0.00196078


Tree=8149
num_leaves=7
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split_feature=52 0 1 49 3 0
split_gain=1.00903e-05 2.89207e-05 4.0103e-05 4.42145e-05 7.07466e-05 3.9482e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 -0.065249999999999989 0.013395000000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
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leaf_weight=0.0011294562536266865 0.0012942573137714368 0.0015743293929017339 0.0017791911168130534 0.0011745328139091591 0.001004516802751404 0.0012699402473213008
leaf_count=250 647 378 429 1022 139 1045
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internal_weight=0 0.00793197 0.00635764 0.00457845 0.00344899 0.00244447
internal_count=3910 3263 2885 2456 2206 2067
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=7
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split_feature=1 42 133 2 13 2
split_gain=9.94647e-06 2.14921e-05 2.4513e-05 3.14431e-05 6.22214e-05 3.26958e-05
threshold=0.12864500000000004 0.092145000000000019 0.065880000000000008 0.099015000000000006 -1.0000000180025095e-35 0.085805000000000006
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011009823255923902 0.001090465329063991 0.0012420469859276669 0.0015332641147968781 0.0018960247831082784 0.0011828500626015032 0.0011584018292518821
leaf_count=956 331 727 892 538 207 259
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internal_weight=0 0.00811357 0.00687152 0.00533826 0.00344223 0.00234125
internal_count=3910 3579 2852 1960 1422 466
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=7
num_cat=0
split_feature=160 133 151 16 2 1
split_gain=9.2642e-06 4.25361e-05 2.1301e-05 3.98123e-05 4.33974e-05 3.50313e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 0.099595000000000017
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018930272068172493 0.0010413225920069599 0.0010844645526691087 0.0013808634298169069 0.0017035595627585296 0.0010697947731535382 0.0010136826939727444
leaf_count=1218 848 375 459 475 297 238
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internal_weight=0 0.00729369 0.00625237 0.0051679 0.00277335 0.00239455
internal_count=3910 2692 1844 1469 772 697
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=7
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split_feature=133 160 42 48 0 0
split_gain=1.2145e-05 4.22879e-05 2.20464e-05 3.13846e-05 4.83068e-05 4.17864e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.087945000000000009 -0.10575999999999998 -0.017269999999999997
decision_type=2 2 2 2 2 2
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leaf_count=604 1086 228 685 289 810 208
internal_value=0 -0.00138303 0.00231128 -0.001042 0.00420545 -0.00358402
internal_weight=0 0.00806959 0.00640222 0.00482626 0.00339056 0.00237789
internal_count=3910 3306 2220 1535 1246 1018
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=7
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split_feature=52 160 12 0 2 0
split_gain=1.01526e-05 2.20772e-05 2.53152e-05 5.97206e-05 3.16927e-05 1.89606e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 -0.10462499999999998 0.087995000000000004 -0.14733499999999997
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00615789 0.00508855 0.00348012 0.00216897 0.00299184
internal_count=3910 2720 1796 1162 888 1190
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=9
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split_feature=11 48 2 1 4 13 3 2
split_gain=3.86903e-05 2.95397e-05 3.68415e-05 3.25662e-05 7.55266e-05 4.78029e-05 2.59273e-05 1.33872e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.11260500000000001 0.092550000000000007 1.0000000180025095e-35 -0.028919999999999998 -0.0066499999999999988 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2
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internal_value=0 2.80228e-05 -2.4858e-05 -8.41843e-05 1.32393e-05 -0.000142851 -0.000288194 3.91316e-05
internal_weight=0 0.00915167 0.00746871 0.0062996 0.00426356 0.00314019 0.00203604 0.00200542
internal_count=3910 3606 3173 2725 2074 1718 651 742
is_linear=0
shrinkage=0.00196078


Tree=8155
num_leaves=7
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split_feature=13 403 160 49 2 12
split_gain=1.03838e-05 4.45721e-05 3.10732e-05 3.07751e-05 4.77563e-05 3.54415e-05
threshold=0.17936000000000002 0.023840000000000004 -1.0000000180025095e-35 -0.047894999999999993 0.098195000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00815009 0.00714967 0.00557138 0.00399638 0.00216322
internal_count=3910 3689 3259 2182 1872 1272
is_linear=0
shrinkage=0.1


Tree=8156
num_leaves=8
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split_feature=1 47 13 0 4 0 47
split_gain=1.08515e-05 2.36509e-05 3.23665e-05 3.44067e-05 2.28447e-05 1.44338e-05 9.50213e-06
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decision_type=2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.1


Tree=8157
num_leaves=7
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split_feature=4 151 16 0 4 2
split_gain=1.00936e-05 1.89878e-05 2.37496e-05 2.13544e-05 3.58744e-05 3.08041e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00782922 0.00651147 0.00461149 0.00360992 0.00260703
internal_count=3910 3438 2877 2301 2108 1353
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=8
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split_feature=42 43 3 150 4 1 16
split_gain=1.33632e-05 2.40198e-05 3.66624e-05 2.72186e-05 3.03555e-05 7.51585e-05 5.78119e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=1060 627 642 706 183 225 223 244
internal_value=0 2.87916e-05 0.000191559 -4.05854e-05 -0.000103055 -0.000263878 5.05668e-05
internal_weight=0 0.00817797 0.00244401 0.00573397 0.00472386 0.00230785 0.00241601
internal_count=3910 2850 1333 1517 1334 448 886
is_linear=0
shrinkage=0.00196078


Tree=8159
num_leaves=8
num_cat=0
split_feature=52 2 2 160 12 0 2
split_gain=1.55381e-05 2.95853e-05 6.12794e-05 2.3884e-05 2.13067e-05 4.28659e-05 3.34357e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00321823 0.00216587 0.00654253 0.00540708 0.00369959 0.00228696
internal_count=3910 1190 709 2720 1796 1162 888
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shrinkage=0.00196078


Tree=8160
num_leaves=7
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split_feature=1 12 47 52 48 4
split_gain=1.01124e-05 2.16402e-05 2.44995e-05 3.44837e-05 3.20737e-05 3.72575e-05
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decision_type=2 2 2 2 2 2
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leaf_count=621 331 438 289 1122 262 847
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internal_weight=0 0.00805067 0.00702544 0.00586308 0.00476575 0.00371071
internal_count=3910 3579 3141 2852 2231 1969
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=8
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split_feature=52 0 16 43 12 0 4
split_gain=1.35952e-05 2.59419e-05 2.05739e-05 1.93257e-05 6.70516e-05 5.02513e-05 2.69795e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00013555418798788391 0.00017987582977021304 0.00041097579602067527 2.3738456584222432e-05 -0.00021374759446288999 -0.00048030557872384499 -2.4427657968075401e-05 0.00040202487617362493
leaf_weight=0.0011936331003914282 0.0011000359277500869 0.0011043901438706513 0.0010098349875928051 0.0019610195199091639 0.0013779221765970523 0.0010244578319042416 0.0012867678711759533
leaf_count=128 235 633 429 398 780 615 692
internal_value=0 9.55445e-05 0.000226016 -5.78989e-05 -0.000104191 1.71161e-05 0.000212998
internal_weight=0 0.00330786 0.00211423 0.0067502 0.00565017 0.00427225 0.00231123
internal_count=3910 1190 1062 2720 2485 1705 1307
is_linear=0
shrinkage=0.00196078


Tree=8162
num_leaves=8
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split_feature=50 4 151 0 1 47 12
split_gain=1.70622e-05 2.51774e-05 2.91138e-05 2.77514e-05 4.99254e-05 4.81506e-05 2.10967e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
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leaf_weight=0.0013867600141209005 0.0010189978931806351 0.0010655254509285336 0.001043759876148319 0.0017759078395305659 0.0012068995067482258 0.0012646414443912204 0.0010550904279642297
leaf_count=454 731 396 594 260 328 168 979
internal_value=0 2.47666e-05 -1.41679e-05 -7.04077e-05 -0.000151233 -0.000340084 7.1153e-05
internal_weight=0 0.00879858 0.00773306 0.0063463 0.00457039 0.00247154 0.00209885
internal_count=3910 3179 2783 2329 2069 496 1573
is_linear=0
shrinkage=0.00196078


Tree=8163
num_leaves=7
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split_feature=52 0 160 13 13 1
split_gain=1.03673e-05 2.15195e-05 1.78055e-05 1.99209e-05 2.50011e-05 2.38729e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001079069703607652 0.0010665068368724594 0.0019185869129872148 0.0010217375146643927 0.0011153736653996367 0.0016496949375037298 0.0012926984818093334
leaf_count=128 924 1062 127 484 871 314
internal_value=0 0.00477756 -0.00239552 7.08172e-05 0.00321328 -0.00161948
internal_weight=0 0.00299766 0.00614601 0.0050795 0.00405777 0.00294239
internal_count=3910 1190 2720 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=9
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split_feature=4 42 403 42 16 1 1 12
split_gain=3.40142e-05 3.02664e-05 2.83979e-05 4.48698e-05 4.91591e-05 4.84335e-05 7.72524e-05 1.09007e-05
threshold=0.27020000000000005 0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 0.16388500000000003 0.086560000000000012 0.094485000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010054497047830603 0.0014906559919259455 0.0014293409450885971 0.0010163213892818929 0.0010101042673965094 0.0010642705445427919 0.0010471363767430716 0.0014905032279973931 0.0010056942543776224
leaf_count=781 472 698 328 271 310 213 287 550
internal_value=0 -5.0498e-05 -1.50081e-06 -4.83308e-05 1.99463e-05 0.000108623 -7.16132e-05 0.000335518
internal_weight=0 0.00906882 0.00763948 0.00662316 0.00561771 0.00455344 0.00253764 0.0020158
internal_count=3910 3438 2740 2412 1631 1321 500 821
is_linear=0
shrinkage=0.00196078


Tree=8165
num_leaves=7
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split_feature=1 52 151 0 0 12
split_gain=1.07453e-05 2.69754e-05 1.58747e-05 4.29172e-05 4.19279e-05 4.81096e-05
threshold=0.10386500000000001 -0.014099999999999998 -0.0074049999999999993 -0.10209999999999998 -0.083424999999999985 0.089745000000000005
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011115446199560231 0.0012925977141344338 0.0019922903155337305 0.0011408835310648506 0.0010306803889441325 0.0010311860265697997 0.0015580987116184646
leaf_count=480 393 502 334 861 493 847
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internal_weight=0 0.00328489 0.00587239 0.00476085 0.00361997 0.00258928
internal_count=3910 895 3015 2535 2201 1340
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=7
num_cat=0
split_feature=42 51 42 43 1 1
split_gain=9.92763e-06 1.72929e-05 2.99495e-05 2.86289e-05 1.80393e-05 2.99513e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.077544999999999989 0.10498500000000001 0.088785000000000017
decision_type=2 2 2 2 2 2
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leaf_value=-0.0074956507680488706 -0.010354877804173792 0.021706104273025953 -0.011312900644889171 0.0058497788471578395 0.01154638315087665 -0.015610942810376435
leaf_weight=0.001494014065645588 0.0010728017915917999 0.0010024084755601509 0.0011509086570172609 0.0018288266508300773 0.0015814218033409618 0.0010091782059607076
leaf_count=1060 521 634 710 474 347 164
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internal_weight=0 0.00764555 0.00657274 0.00542184 0.00441943 0.002838
internal_count=3910 2850 2329 1619 985 638
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=8
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split_feature=1 484 12 2 151 4 16
split_gain=1.40076e-05 3.12498e-05 3.5948e-05 3.85537e-05 7.77417e-05 3.26319e-05 3.04355e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-4.9977193525046439e-06 0.00019716338270859697 0.00028806919878290415 -0.00041614463770639086 -0.00036102134564722032 0.00043569000089313276 -0.00048413032586887826 5.8993325912882296e-05
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leaf_count=1005 331 417 414 317 344 246 836
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internal_weight=0 0.00869944 0.00766673 0.00663706 0.00444786 0.00218921 0.00331517
internal_count=3910 3579 3162 2748 1497 1251 1180
is_linear=0
shrinkage=0.00196078


Tree=8168
num_leaves=7
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split_feature=1 0 15 51 16 0
split_gain=1.04376e-05 2.5597e-05 1.6784e-05 3.66457e-05 3.98913e-05 4.19831e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0013886727586703345 0.0010415576141665295 0.0017711292812338329 0.0010357098758022841 0.0014925848862964155 0.0010614307876909419 0.0013489881585674666
leaf_count=1506 270 486 556 164 433 495
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internal_weight=0 0.0031598 0.00598027 0.00494456 0.003903 0.00284157
internal_count=3910 1992 1918 1362 1092 659
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=7
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split_feature=4 42 43 0 0 0
split_gain=9.51196e-06 1.5761e-05 1.9083e-05 2.40967e-05 2.73912e-05 2.58891e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00792176 0.00669481 0.00557874 0.00422691 0.00313377
internal_count=3910 3469 2769 2308 2007 889
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=7
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split_feature=52 0 47 150 15 4
split_gain=8.79179e-06 2.08154e-05 3.84675e-05 2.79413e-05 2.56856e-05 4.35928e-05
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decision_type=2 2 2 2 2 2
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leaf_count=548 647 378 313 335 1145 544
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internal_count=3910 3263 2885 2572 2237 1092
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shrinkage=0.1


Tree=8171
num_leaves=7
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split_feature=1 150 1 15 4 15
split_gain=1.07601e-05 2.42782e-05 2.90409e-05 2.67625e-05 1.99415e-05 1.49791e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00536495 0.00411027 0.00266288 0.00373157 0.00221706
internal_count=3910 1701 1353 647 2209 2043
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=8
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split_feature=4 13 52 52 0 49 12
split_gain=9.41623e-06 1.65464e-05 2.59445e-05 1.8061e-05 2.22265e-05 1.85494e-05 1.77197e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00788521 0.00327201 0.0046132 0.00354122 0.00203511 0.00205631
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is_linear=0
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Tree=8173
num_leaves=6
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split_feature=133 160 12 13 16
split_gain=8.82412e-06 3.11995e-05 1.96626e-05 4.85686e-05 1.96825e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00798926 0.00633977 0.00435256 0.00301736
internal_count=3910 3306 2220 1472 866
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=7
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split_feature=1 15 13 16 15 16
split_gain=1.00886e-05 1.99274e-05 3.315e-05 1.72688e-05 2.80565e-05 4.47751e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0031349 0.00212335 0.00592532 0.00475559 0.00345016
internal_count=3910 1992 1260 1918 1530 910
is_linear=0
shrinkage=0.1


Tree=8175
num_leaves=7
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split_feature=52 4 43 12 0 2
split_gain=9.72142e-06 2.07441e-05 1.9308e-05 7.13438e-05 4.44993e-05 2.05817e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00296945 0.00607621 0.00507375 0.00382232 0.00206507
internal_count=3910 1190 2720 2485 1705 1307
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=7
num_cat=0
split_feature=160 16 0 49 16 4
split_gain=9.17748e-06 2.38086e-05 3.25051e-05 4.06188e-05 3.22814e-05 1.98975e-05
threshold=-0.081069999999999989 -0.029944999999999996 -0.084304999999999977 -0.047309999999999998 0.22945500000000005 0.15927500000000003
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00775128 0.00455212 0.00331957 0.00319917 0.00228641
internal_count=3910 3095 1810 963 1285 810
is_linear=0
shrinkage=0.1


Tree=8177
num_leaves=7
num_cat=0
split_feature=484 1 457 0 43 12
split_gain=1.19322e-05 2.45358e-05 3.75834e-05 4.25905e-05 2.98163e-05 4.13657e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0085644 0.007236 0.006044 0.00449536 0.00275199
internal_count=3910 3440 3107 2860 2508 1548
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shrinkage=0.00196078


Tree=8178
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split_feature=42 51 42 43 48 1
split_gain=9.39766e-06 1.49955e-05 2.59887e-05 2.4215e-05 1.76341e-05 3.03035e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0075555 0.00649994 0.00536659 0.0043407 0.00291759
internal_count=3910 2850 2329 1619 946 744
is_linear=0
shrinkage=0.1


Tree=8179
num_leaves=7
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split_feature=3 43 160 3 16 48
split_gain=9.49715e-06 3.26967e-05 3.27943e-05 5.04704e-05 2.60862e-05 1.43478e-05
threshold=-0.076734999999999984 -0.057994999999999998 -0.025614999999999995 0.094625000000000015 -0.083144999999999983 0.088465000000000002
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00553809 0.00436707 0.00334959 0.00347425 0.00202527
internal_count=3910 1546 988 714 2364 310
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shrinkage=0.1


Tree=8180
num_leaves=7
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split_feature=47 43 16 16 4 4
split_gain=1.82428e-05 3.65892e-05 5.52285e-05 5.32785e-05 4.10187e-05 2.85279e-05
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decision_type=2 2 2 2 2 2
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leaf_count=261 179 1399 494 643 350 584
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internal_weight=0 0.00897099 0.00785959 0.00640474 0.00507916 0.00356449
internal_count=3910 3731 3470 2976 2333 934
is_linear=0
shrinkage=0.00196078


Tree=8181
num_leaves=7
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split_feature=52 0 1 3 4 0
split_gain=1.04417e-05 2.25236e-05 3.68576e-05 4.38766e-05 3.63997e-05 8.62589e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010170847355822051 0.0012528689067387768 0.0015416375648952246 0.0017528346439310517 0.0010863685396013678 0.0010414044496042506 0.0013220819174327939
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internal_weight=0 0.00776141 0.00621977 0.00446694 0.00338057 0.00233917
internal_count=3910 3263 2885 2456 2315 1988
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=9.95213e-06 2.18012e-05 1.59806e-05 3.01063e-05 2.98867e-05 3.63174e-05
threshold=1.0000000180025095e-35 -0.076734999999999984 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.01407137932504134 0.020096296783579746 0.0028066252774251381 -0.0089408127511616236 -0.0047337247632128418 -0.013747418394554834 0.018059955644121911
leaf_weight=0.0013634243832522624 0.0010165546812530538 0.00174456508543688 0.0010261936032098674 0.0014689639216628543 0.0010384975756313783 0.0013336275241821569
leaf_count=1506 270 486 556 164 433 495
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internal_weight=0 0.00310799 0.00588384 0.00485764 0.00384109 0.00280259
internal_count=3910 1992 1918 1362 1092 659
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shrinkage=0.1


Tree=8183
num_leaves=7
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split_feature=42 51 42 16 13 51
split_gain=1.55238e-05 1.42373e-05 2.54595e-05 2.45008e-05 2.78491e-05 7.60212e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.19424999999999998 -0.077944999999999987 0.085845000000000019
decision_type=2 2 2 2 2 2
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leaf_value=-0.00018246267817746711 -0.00017469465277728929 -8.2643654327737461e-05 -0.00019518473908965216 -7.4844194954212066e-06 0.00062400372081445569 -6.480976583774608e-05
leaf_weight=0.001564937534469347 0.001112997492347099 0.0016454230665943559 0.0012002892464637767 0.0015292244564872066 0.0014339126086767176 0.0010799771319446748
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internal_weight=0 0.00800182 0.00688883 0.00568854 0.00404311 0.00251389
internal_count=3910 2850 2329 1619 1269 390
is_linear=0
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Tree=8184
num_leaves=7
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split_feature=4 151 4 13 13 0
split_gain=9.15168e-06 1.73503e-05 1.81303e-05 2.64975e-05 1.76402e-05 1.47696e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.0093174673417260739 0.0081715829793282697 0.011679318794407742 -0.019016822473607597 0.0032792975937356995 -0.002947849579038857 -0.013204702363537831
leaf_weight=0.0012929978025403438 0.0011839960401087172 0.0014698627403044442 0.0011347848841104431 0.0010004484003238293 0.0017165946276826854 0.001190205894693981
leaf_count=562 441 841 502 738 295 531
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internal_weight=0 0.00780489 0.0065119 0.00366052 0.00285138 0.00219065
internal_count=3910 3469 2907 2110 797 1269
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=7
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split_feature=52 52 160 13 3 1
split_gain=8.8571e-06 2.09077e-05 1.82788e-05 1.87744e-05 2.11092e-05 2.8342e-05
threshold=-0.048794999999999991 -0.092854999999999979 -1.0000000180025095e-35 -0.16277999999999995 -0.100615 0.087545000000000026
decision_type=2 2 2 2 2 2
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leaf_value=-0.0034665090104526032 -0.01425087565243228 0.013431506286338638 -0.011882203584312219 0.015698769935871802 -0.012525489909401539 0.0073443934466996654
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internal_weight=0 0.00293909 0.00603996 0.00499694 0.0039879 0.00295576
internal_count=3910 1190 2720 1796 1669 1469
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=8
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split_feature=49 47 4 160 43 16 4
split_gain=8.46847e-06 2.36501e-05 4.90542e-05 2.81432e-05 1.71485e-05 3.48234e-05 2.7642e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
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internal_weight=0 0.00796452 0.00677477 0.00556502 0.00448798 0.00337616 0.00236555
internal_count=3910 3502 3232 2773 2055 1561 1228
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=7
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split_feature=13 47 42 52 1 2
split_gain=9.62957e-06 2.34172e-05 2.81241e-05 3.27424e-05 2.48395e-05 2.42744e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.072349999999999984 0.10498500000000001 0.09116500000000001
decision_type=2 2 2 2 2 2
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leaf_count=210 1013 219 706 989 305 468
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internal_weight=0 0.00781896 0.00673611 0.00563623 0.0040873 0.00300651
internal_count=3910 3700 3481 2468 1762 1457
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=7
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split_feature=50 160 49 16 43 1
split_gain=1.53081e-05 2.89919e-05 2.33296e-05 2.24222e-05 6.89782e-05 5.58634e-05
threshold=0.083215000000000011 -0.026849999999999995 -0.081419999999999979 0.28937500000000005 -0.00059999999999999995 0.092550000000000007
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00866126 0.0070949 0.00597595 0.00457884 0.00303476
internal_count=3910 3171 2371 2152 1795 694
is_linear=0
shrinkage=0.00196078


Tree=8189
num_leaves=7
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split_feature=52 160 0 2 4 1
split_gain=1.08859e-05 1.84219e-05 1.71172e-05 1.69288e-05 6.91291e-05 3.63062e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.14733499999999997 0.11005500000000001 -0.08422499999999998 0.092550000000000007
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00601835 0.00293125 0.00497693 0.00360062 0.00259293
internal_count=3910 2720 1190 1796 1481 1112
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=7
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split_feature=0 1 12 16 52 2
split_gain=1.04987e-05 1.70108e-05 1.76641e-05 3.30465e-05 3.95561e-05 5.30424e-05
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decision_type=2 2 2 2 2 2
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internal_count=3910 3700 1787 1462 1122 721
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=7
num_cat=0
split_feature=50 160 42 151 2 13
split_gain=1.70956e-05 2.83613e-05 2.98153e-05 3.84802e-05 4.72954e-05 6.06098e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.008665 0.0071013 0.00591279 0.00473694 0.00319895
internal_count=3910 3179 2377 1618 1284 783
is_linear=0
shrinkage=0.00196078


Tree=8192
num_leaves=7
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split_feature=52 160 4 47 42 4
split_gain=9.15628e-06 1.77392e-05 1.63618e-05 1.55617e-05 3.63167e-05 3.29297e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 -0.0031049999999999997 0.09550500000000002 0.088345000000000021 -0.038174999999999994
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00600445 0.00292645 0.00496387 0.00390171 0.00283795
internal_count=3910 2720 1190 1796 1623 1106
is_linear=0
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Tree=8193
num_leaves=7
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split_feature=13 47 42 52 2 4
split_gain=9.21997e-06 2.28384e-05 2.24956e-05 2.82935e-05 2.62286e-05 6.54098e-06
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decision_type=2 2 2 2 2 2
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internal_count=3910 3700 3481 2468 1738 1101
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=8
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split_feature=3 39 457 3 12 4 52
split_gain=1.56128e-05 3.03179e-05 2.53146e-05 3.85471e-05 7.10909e-05 7.28503e-05 6.15037e-05
threshold=0.15165000000000003 0.005105000000000001 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002 0.083750000000000005
decision_type=2 2 2 2 2 2 2
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internal_count=3910 3701 3276 3051 2863 2644 2390
is_linear=0
shrinkage=0.00196078


Tree=8195
num_leaves=7
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split_feature=50 160 49 133 43 4
split_gain=1.6165e-05 2.37011e-05 2.63312e-05 2.40288e-05 4.33964e-05 3.04451e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 -0.074254999999999988 0.0057500000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0015523594277677289 0.0010017120737650194 0.0011126463277269403 0.0016743610120102991 0.0010088003862833844 0.0014603190192270588 0.0017957601341245905
leaf_count=802 731 220 500 455 821 381
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internal_weight=0 0.00860425 0.00705189 0.00593924 0.00493044 0.00325608
internal_count=3910 3179 2377 2157 1702 1202
is_linear=0
shrinkage=0.00196078


Tree=8196
num_leaves=8
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split_feature=50 16 160 52 2 1 43
split_gain=3.02405e-05 3.04992e-05 4.2512e-05 3.89467e-05 4.79303e-05 3.15023e-05 3.09455e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011332971972205026 0.0010082120406125919 0.0010389767263891091 0.0015848318423128587 0.0011655522283660893 0.0010103068158855886 0.0015097711956788135 0.0013093399154530227
leaf_count=267 731 427 549 870 353 294 419
internal_value=0 3.63725e-05 0.000164494 -6.8199e-05 3.13664e-05 -0.000119243 4.2355e-05
internal_weight=0 0.00875208 0.00393315 0.00481893 0.00365338 0.00252008 0.00289417
internal_count=3910 3179 1395 1784 914 647 968
is_linear=0
shrinkage=0.00196078


Tree=8197
num_leaves=7
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split_feature=50 160 42 151 4 13
split_gain=2.50303e-05 2.89394e-05 2.88396e-05 3.91092e-05 4.12362e-05 4.38583e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 -0.028919999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.00027045265831500534 -0.00029506441530817776 -0.00030123380142047581 -0.00028625710809866939 -0.00024779116385269386 0.0003957734702220568 0.00019931454147848417
leaf_weight=0.0015827889120940408 0.0010130807911823995 0.0011901364747439001 0.0011831954666227888 0.0015511223999584718 0.0013942077969306098 0.0018490234200997182
leaf_count=802 731 759 334 709 282 293
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internal_weight=0 0.00875047 0.00716769 0.00597755 0.00479435 0.00340015
internal_count=3910 3179 2377 1618 1284 1002
is_linear=0
shrinkage=0.00196078


Tree=8198
num_leaves=8
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split_feature=42 2 3 2 2 12 3
split_gain=9.9442e-06 1.79806e-05 3.9723e-05 3.16885e-05 3.5359e-05 3.21606e-05 4.88107e-05
threshold=-0.082904999999999993 0.086545000000000025 -0.075954999999999981 0.09116500000000001 0.10274500000000002 0.089635000000000006 0.12046500000000002
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0012724481796183885 0.0010213864525154877 0.0010292167546616486 0.0014265183168890973 0.0011506790450669913 0.0010082804163081029 0.0010464518886030131 0.0010096450553077245
leaf_count=577 917 541 444 524 312 390 205
internal_value=0 -0.00138882 -0.0084654 0.00191436 -0.00192678 0.00368569 0.011063
internal_weight=0 0.00769218 0.0024479 0.00524427 0.00421506 0.00306438 0.00201793
internal_count=3910 3333 1361 1972 1431 907 517
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=8
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split_feature=50 160 49 16 42 13 4
split_gain=1.91133e-05 2.68473e-05 2.63781e-05 2.14329e-05 6.88824e-05 4.65348e-05 6.03934e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.28937500000000005 0.084100000000000022 -0.0061199999999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00025674169212838596 -0.00026000526848143972 0.00024965674335895231 0.00035471008793730116 0.00013375812970558106 -0.0005401468950462921 -0.00049730397153235851 0.00013673458551586868
leaf_weight=0.0015745997842735171 0.0010090967651793835 0.0011214746018475621 0.0010086026368649279 0.0014046647953383394 0.0012287220676912682 0.00105250689274099 0.0012800402163508939
leaf_count=802 731 220 531 357 710 386 173
internal_value=0 2.51211e-05 -2.62753e-05 -7.80703e-05 -0.000143181 2.80486e-06 -0.00014936
internal_weight=0 0.00867061 0.00709601 0.00597454 0.00456987 0.00334115 0.00233255
internal_count=3910 3179 2377 2157 1800 1090 559
is_linear=0
shrinkage=0.00196078


Tree=8200
num_leaves=8
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split_feature=133 160 1 151 16 2 2
split_gain=1.47836e-05 3.83403e-05 2.37831e-05 3.13889e-05 4.86952e-05 2.95899e-05 7.67774e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.12446500000000001 -0.0088999999999999982 -0.15168999999999996 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
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leaf_weight=0.0011815383586867281 0.0018008313803611594 0.001119608574145425 0.0010014250091921681 0.0013911301883861252 0.0011586091554177565 0.0010720663427906494 0.001105140984062662
leaf_count=604 1086 359 249 180 649 437 346
internal_value=0 -3.52748e-05 3.16727e-05 -1.61508e-05 5.37707e-05 -7.47478e-05 5.99682e-05
internal_weight=0 0.00864881 0.00684798 0.00584656 0.00472695 0.00333582 0.00217721
internal_count=3910 3306 2220 1971 1612 1432 783
is_linear=0
shrinkage=0.00196078


Tree=8201
num_leaves=8
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split_feature=13 16 12 133 49 1 0
split_gain=9.50944e-06 2.22124e-05 3.67739e-05 2.22638e-05 2.54137e-05 3.28508e-05 1.24869e-05
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 0.065880000000000008 -0.014479999999999998 0.094890000000000016 -0.099864999999999995
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0085120230910025654 -0.01586105898890432 0.011324745284088389 -0.019220991874587392 0.013272749767417942 0.0016049327500452665 0.014457866494480288 -0.014035781441903978
leaf_weight=0.0011356634447097788 0.0011513766909000485 0.0011865520055369784 0.0012194267466461035 0.0010246746376028869 0.0010076163898671837 0.0012131841911985674 0.0010344830309340139
leaf_count=210 259 499 861 805 194 229 853
internal_value=0 -0.00127921 -0.00352786 -4.48687e-06 -0.00309182 0.00142459 -0.00631831
internal_weight=0 0.00783731 0.00665076 0.00543133 0.00440666 0.00325528 0.0020421
internal_count=3910 3700 3201 2340 1535 1276 1047
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=8
num_cat=0
split_feature=50 151 42 15 3 52 16
split_gain=3.06821e-05 3.1894e-05 4.27518e-05 4.42279e-05 6.39848e-05 8.95918e-05 6.31009e-05
threshold=0.086465000000000014 -0.084764999999999993 -1.0000000180025095e-35 -0.11399999999999998 -0.100615 -0.068164999999999989 -0.091214999999999977
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 6 -8
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leaf_weight=0.0010543270087216032 0.0010136606290666204 0.0014170185450933384 0.0010885204730024557 0.0011793098211228224 0.0017528704695996098 0.0010377108902664132 0.0016814291732006263
leaf_count=347 715 825 354 240 458 281 690
internal_value=0 3.07382e-05 7.22195e-05 0.000137309 6.75984e-05 -3.95426e-05 -0.000262372
internal_weight=0 0.00921119 0.00815686 0.00673984 0.00565132 0.00447201 0.00271914
internal_count=3910 3195 2848 2023 1669 1429 971
is_linear=0
shrinkage=0.00196078


Tree=8203
num_leaves=7
num_cat=0
split_feature=52 2 3 12 15 2
split_gain=9.13862e-06 1.87768e-05 5.04342e-05 3.48132e-05 3.16291e-05 1.73189e-05
threshold=-0.048794999999999991 0.106035 -1.0000000180025095e-35 0.088285000000000016 -0.074174999999999977 0.096970000000000015
decision_type=2 2 2 2 2 2
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leaf_value=-0.0012315401964841967 -0.019264586681265322 0.0023738475726658437 0.018501666144149064 0.0037314808597100992 -0.02227148552403839 0.014724433056584763
leaf_weight=0.0018877232139460358 0.0011296613338041828 0.001041016161608128 0.0012380162983803996 0.0015777909468069474 0.0010419297834235882 0.0010634989010346262
leaf_count=674 946 252 196 1063 263 516
internal_value=0 -0.00227319 0.00178189 -0.00586343 -0.00995422 0.00451834
internal_weight=0 0.00602841 0.00394547 0.00270745 0.00208295 0.00295122
internal_count=3910 2720 2205 2009 515 1190
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=7
num_cat=0
split_feature=50 160 49 42 2 16
split_gain=1.89514e-05 3.05325e-05 3.21373e-05 2.45072e-05 2.8475e-05 2.46634e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 0.10571000000000001 -0.083144999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027019965745211054 -0.00026031769817991279 0.00027387663605192271 0.00027583179239964984 -0.00028141419201138754 -0.00024350779469928436 -8.5627186460014975e-05
leaf_weight=0.0015812740150159847 0.0010078277141517952 0.0011210656314392725 0.001509794920428572 0.0017718432617126519 0.0013387745877635818 0.0013975872333912009
leaf_count=802 731 220 428 851 359 519
internal_value=0 2.36742e-05 -3.09301e-05 -8.77112e-05 -6.88248e-06 0.000102077
internal_weight=0 0.00872034 0.00713907 0.006018 0.00424616 0.00290738
internal_count=3910 3179 2377 2157 1306 947
is_linear=0
shrinkage=0.00196078


Tree=8205
num_leaves=6
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split_feature=0 43 16 13 15
split_gain=1.00157e-05 2.90018e-05 2.77215e-05 3.15626e-05 4.03712e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.008069999999999999 -0.094679999999999986 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_value=-0.012681123276299104 0.0064816223635709783 0.012998159040789083 0.014419479111137596 0.0015342735075382411 -0.022677061141629942
leaf_weight=0.0018101694306352353 0.0018646859668392272 0.0010138824321704611 0.0013388635760086965 0.0018552116473699179 0.0010953190802191373
leaf_count=1184 446 309 565 421 985
internal_value=0 -0.00175202 0.00197842 -0.00222318 -0.00745365
internal_weight=0 0.00711345 0.00530328 0.00396441 0.00295053
internal_count=3910 3464 2280 1715 1406
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=6
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split_feature=42 49 1 3 0
split_gain=1.08011e-05 1.89925e-05 2.5658e-05 3.06302e-05 7.37887e-05
threshold=-0.082904999999999993 -0.045004999999999996 0.11052000000000002 0.084925000000000014 -0.070894999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0084761735529786022 0.0074954994744986254 -0.018497976621131947 -0.014594408321532215 0.012372656577614244 0.014825867502037389
leaf_weight=0.0012775535383487326 0.0018124697772578698 0.0017612111916856534 0.0016944523797400692 0.0013522084921842974 0.0010670621245146002
leaf_count=577 481 1735 501 184 432
internal_value=0 -0.00145335 -0.00421415 -6.77206e-06 -0.00592543
internal_weight=0 0.0076874 0.00587493 0.00418048 0.00282827
internal_count=3910 3333 2852 2351 2167
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=7
num_cat=0
split_feature=133 160 42 16 4 3
split_gain=9.64596e-06 3.32178e-05 1.7962e-05 3.00886e-05 5.05715e-05 3.74923e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.15737500000000001 -0.043059999999999994 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.0088797122431739147 -0.014024708086031876 0.02237077695764747 0.011427009183569238 -0.016095424542528575 -0.014358742888127527 0.0094515753010058472
leaf_weight=0.0010687957617724472 0.001616478618892166 0.0010035718067606817 0.0015414235878025819 0.0010324754902314229 0.0015109664596026549 0.0011760579319740048
leaf_count=604 1086 552 685 287 498 198
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internal_weight=0 0.00788097 0.0062645 0.00472307 0.0036906 0.00268702
internal_count=3910 3306 2220 1535 1248 696
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=8
num_cat=0
split_feature=50 160 49 49 47 0 3
split_gain=3.08802e-05 3.55589e-05 2.95633e-05 2.77771e-05 2.57541e-05 4.51122e-05 5.94863e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 -0.0019649999999999997 0.10436500000000001 -0.10209999999999998 -0.060719999999999989
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=0.0003044606478203341 -0.0003172366098281805 0.00027099492016945061 -0.00036041525140287567 -0.00043285313661025146 0.00024922158111961564 -0.00020988568336382092 0.00035499602365669336
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leaf_count=802 731 220 270 271 154 1227 235
internal_value=0 4.16373e-05 -1.66307e-05 -7.07106e-05 -1.07775e-05 -8.55037e-05 4.06331e-05
internal_weight=0 0.00892717 0.00730717 0.0061507 0.00509638 0.00395863 0.00290405
internal_count=3910 3179 2377 2157 1887 1733 1462
is_linear=0
shrinkage=0.00196078


Tree=8209
num_leaves=8
num_cat=0
split_feature=50 160 49 133 52 4 1
split_gain=2.05032e-05 3.08342e-05 3.17564e-05 2.12409e-05 4.30987e-05 8.33666e-05 3.33915e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 0.048490000000000012 0.0057500000000000008 0.10884000000000001
decision_type=2 2 2 2 2 2 2
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leaf_count=802 731 220 628 455 593 250 231
internal_value=0 2.39134e-05 -3.08323e-05 -8.77027e-05 -3.48419e-05 -0.000149121 4.63113e-05
internal_weight=0 0.0086969 0.00712935 0.00599681 0.00497582 0.00357414 0.00250658
internal_count=3910 3179 2377 2157 1702 1109 481
is_linear=0
shrinkage=0.00196078


Tree=8210
num_leaves=6
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split_feature=42 47 4 12 0
split_gain=8.75474e-06 1.52527e-05 3.0129e-05 3.1949e-05 2.11705e-05
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decision_type=2 2 2 2 2
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leaf_count=577 703 442 229 499 1460
internal_value=0 -0.0013066 0.00119678 -0.00757031 0.00707974
internal_weight=0 0.00768653 0.00584162 0.0023458 0.00349583
internal_count=3910 3333 2891 1202 1689
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=7
num_cat=0
split_feature=52 12 12 4 1 1
split_gain=8.92367e-06 2.13858e-05 2.55757e-05 3.14853e-05 3.4189e-05 3.28924e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011474447771423163 0.0012394657576186574 0.0017547573155367148 0.0013146213215656666 0.0012590502705572921 0.0012279133016578 0.0010109704625112918
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internal_weight=0 0.00771476 0.00596 0.00464538 0.00338633 0.00215842
internal_count=3910 3263 2567 1632 1262 936
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=7
num_cat=0
split_feature=133 160 4 2 13 12
split_gain=8.69537e-06 2.49114e-05 1.86466e-05 2.96789e-05 4.42227e-05 3.52572e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.25367000000000006 0.10113500000000002 -0.070604999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.0084412870576560557 -0.012267275972579605 0.021620907438626324 0.013183268720946609 -0.011842072584332472 0.0072622017426236737 -0.01729319815132551
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leaf_count=604 1086 506 338 484 202 690
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internal_weight=0 0.00787165 0.00626122 0.00511125 0.00343984 0.00239949
internal_count=3910 3306 2220 1882 1398 892
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=7
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split_feature=160 16 0 49 43 47
split_gain=1.05516e-05 2.09062e-05 3.1376e-05 3.16817e-05 2.98636e-05 1.41126e-05
threshold=-0.081069999999999989 -0.029944999999999996 -0.084304999999999977 -0.045004999999999996 -0.047174999999999988 0.09023500000000001
decision_type=2 2 2 2 2 2
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leaf_count=815 165 757 847 654 528 144
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internal_weight=0 0.00766484 0.00450682 0.00328546 0.00315802 0.0021714
internal_count=3910 3095 1810 963 1285 798
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=8
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split_feature=50 160 42 151 4 2 13
split_gain=1.28943e-05 2.80422e-05 2.94383e-05 3.19955e-05 4.29424e-05 4.35366e-05 7.11237e-05
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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
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leaf_weight=0.0015409737855583173 0.0010085636496877113 0.0011479102895089769 0.0011626199413750406 0.0010529134719114851 0.0013513363553585896 0.0010037715922007189 0.0012494042302075945
leaf_count=799 755 754 330 386 282 254 350
internal_value=0 1.90742e-05 -3.38609e-05 2.27402e-05 9.53771e-05 -2.49947e-05 0.00012882
internal_weight=0 0.00850893 0.00696796 0.00582005 0.00465743 0.00330609 0.00225318
internal_count=3910 3155 2356 1602 1272 990 604
is_linear=0
shrinkage=0.00196078


Tree=8215
num_leaves=6
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split_feature=160 133 2 0 0
split_gain=9.44584e-06 2.14618e-05 2.51215e-05 2.37278e-05 4.58325e-05
threshold=0.087825000000000014 0.087550000000000017 0.10679500000000001 -0.10575999999999998 -0.070894999999999986
decision_type=2 2 2 2 2
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leaf_weight=0.0013488110486864556 0.0013264042766708015 0.0011054998589716892 0.0019627853766049953 0.001516988684692955 0.0016614851764086514
leaf_count=293 427 861 598 1359 372
internal_value=0 0.00133348 0.00352733 0.00762386 0.00290783
internal_weight=0 0.00759557 0.00649007 0.00452728 0.00317847
internal_count=3910 3483 2622 2024 1731
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=7
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split_feature=3 4 47 13 51 15
split_gain=8.28426e-06 2.13164e-05 2.86552e-05 3.21447e-05 2.67496e-05 3.05629e-05
threshold=0.13772500000000001 -0.23071499999999998 0.09252500000000001 -0.014114999999999997 1.0000000180025095e-35 0.024640000000000006
decision_type=2 2 2 2 2 2
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leaf_value=-0.014501048638082875 0.0076230418772946611 -0.0064814422267657421 -0.011208483117938999 0.026375931514184481 -0.0031515015160457865 0.003234022222436786
leaf_weight=0.0010469354211771528 0.0012225631305207542 0.0017679153531041797 0.0015193563187167556 0.0012933917368223307 0.0010385591892161893 0.0010213229717263767
leaf_count=276 239 1810 345 534 208 498
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internal_weight=0 0.00768748 0.00664055 0.00512119 0.00335327 0.00231471
internal_count=3910 3671 3395 3050 1240 1032
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=6
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split_feature=0 0 151 52 15
split_gain=8.38093e-06 1.79481e-05 3.07508e-05 3.07194e-05 2.86894e-05
threshold=0.10302000000000001 -0.053834999999999994 -0.0088999999999999982 0.084240000000000023 -0.07142999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_value=-0.011364697905286065 0.0076528902856018632 -0.012392362069271814 0.00061083393339413962 -0.0092305583526413378 0.018220381907406095
leaf_weight=0.0015616639984537351 0.0012272254404207912 0.0012159339339557788 0.0018870451828280062 0.0011890815908644726 0.0018150599160973537
leaf_count=607 210 440 665 1055 933
internal_value=0 -0.00124769 0.000852341 0.00475301 0.0092444
internal_weight=0 0.00766878 0.00645285 0.00489119 0.00370211
internal_count=3910 3700 3260 2653 1598
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=7
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split_feature=50 160 13 151 4 13
split_gain=2.22113e-05 2.99381e-05 2.48462e-05 4.11368e-05 6.24539e-05 2.56178e-05
threshold=0.083475000000000008 -0.026849999999999995 0.076210000000000014 -0.0088999999999999982 0.15927500000000003 -0.0024749999999999993
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00027552162939584282 -0.00027768570836009016 -0.00041373970460419459 0.00021932485993059428 -0.00027987351728818297 0.00039731196604503397 5.4524430120182908e-05
leaf_weight=0.001568505086228981 0.0010047584061992172 0.0011339379866398209 0.0013206624228685772 0.00192444234440198 0.0011596796948542057 0.0016241510642032331
leaf_count=801 735 347 321 1099 268 339
internal_value=0 3.01632e-05 -2.35647e-05 -7.84712e-05 2.27474e-06 -0.000126823
internal_weight=0 0.00873138 0.00716287 0.00584221 0.00470827 0.00354859
internal_count=3910 3175 2374 2053 1706 1438
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shrinkage=0.00196078


Tree=8219
num_leaves=7
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split_feature=133 160 47 2 13 12
split_gain=1.73616e-05 2.93186e-05 2.25529e-05 4.70895e-05 4.23888e-05 2.00601e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.09550500000000002 0.086545000000000025 -0.14258499999999999 0.087020000000000014
decision_type=2 2 2 2 2 2
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leaf_value=0.00022242686588837268 -0.00025847835798082459 -0.00034340824173237968 0.00023580265307568469 -0.00026875045908700702 0.0003299233967312051 -9.2732982562364563e-06
leaf_weight=0.0011552126861179872 0.0017684906110361368 0.0014016745935323989 0.0015152115449108081 0.0010083245089366139 0.0017421921790158406 0.0010895460308329716
leaf_count=604 1086 802 227 122 411 658
internal_value=0 -3.37195e-05 2.51064e-05 -3.57988e-05 7.64828e-05 0.000199413
internal_weight=0 0.00852544 0.00675695 0.00524174 0.00384006 0.00283174
internal_count=3910 3306 2220 1993 1191 1069
is_linear=0
shrinkage=0.00196078


Tree=8220
num_leaves=8
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split_feature=50 160 49 42 4 1 0
split_gain=2.70256e-05 3.8602e-05 2.64017e-05 3.02492e-05 3.36941e-05 3.79031e-05 3.28831e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 0.0057500000000000008 0.10647000000000001 -0.053834999999999994
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=0.0003088896834196482 -0.00030978444311591409 0.00024455004338896555 -0.00041272807240803628 -0.00029766867490640773 0.00042414590465013634 -9.381671386664376e-05 8.1018130686941929e-05
leaf_weight=0.0015690306443740089 0.0010010619018515432 0.0011281996229157805 0.0010610952738862737 0.0017702423573210712 0.0011417143734349365 0.001036097867377453 0.0010143221339378164
leaf_count=802 731 220 701 851 225 189 191
internal_value=0 3.03757e-05 -3.07284e-05 -8.22882e-05 7.35555e-06 0.000177724 -0.000171419
internal_weight=0 0.0087207 0.00715167 0.00602347 0.00425323 0.00217781 0.00207542
internal_count=3910 3179 2377 2157 1306 414 892
is_linear=0
shrinkage=0.00196078


Tree=8221
num_leaves=7
num_cat=0
split_feature=50 160 42 151 2 13
split_gain=1.342e-05 3.34483e-05 2.33781e-05 3.66837e-05 4.54261e-05 5.35947e-05
threshold=0.083475000000000008 -0.026849999999999995 -1.0000000180025095e-35 -0.0088999999999999982 0.086545000000000025 -0.080814999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.00028057250215091816 -0.00021863459686271837 -0.00028656647885302714 -0.00029603338717675996 -0.00018572777586637384 -4.598024232188889e-05 0.00046309880910306775
leaf_weight=0.0015641054939506838 0.0010022991056540332 0.001192806691107549 0.0011726704080128403 0.0015357003174376227 0.001495539602508414 0.0016975645869514375
leaf_count=801 735 759 333 500 311 471
internal_value=0 2.10235e-05 -3.62003e-05 1.44037e-05 9.13873e-05 0.000224664
internal_weight=0 0.00865839 0.00709428 0.00590147 0.0047288 0.0031931
internal_count=3910 3175 2374 1615 1282 782
is_linear=0
shrinkage=0.00196078


Tree=8222
num_leaves=7
num_cat=0
split_feature=160 48 133 49 0 4
split_gain=1.62804e-05 3.09954e-05 3.89076e-05 3.3945e-05 5.06451e-05 4.37934e-05
threshold=-0.026849999999999995 0.095285000000000009 -1.0000000180025095e-35 -0.07107999999999999 -0.10071499999999999 -0.030814999999999995
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018784819479148443 0.0010010828386294024 0.0014597556053996047 0.001074461929332176 0.0016623192255163168 0.0018111772683597129 0.001017012781933456
leaf_count=1071 831 294 202 243 740 529
internal_value=0 -4.81981e-05 -0.000105652 -4.16349e-05 3.32741e-05 -0.00012637
internal_weight=0 0.00802581 0.00656605 0.00556497 0.00449051 0.00282819
internal_count=3910 2839 2545 1714 1512 1269
is_linear=0
shrinkage=0.00196078


Tree=8223
num_leaves=7
num_cat=0
split_feature=48 42 133 1 0 15
split_gain=7.89018e-06 2.21845e-05 2.58766e-05 4.128e-05 3.78336e-05 5.45521e-05
threshold=0.091555000000000011 0.086325000000000013 0.065880000000000008 0.11198000000000001 -0.083424999999999985 -0.083119999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0012180419934015318 0.0018291618513991926 0.0017340946413155357 0.0011146026678216913 0.0010138036176710321 0.001041019328510525 0.0010085795749609015
leaf_count=242 483 1301 617 240 606 421
internal_value=0 -0.0015393 0.00162279 -0.00191051 -0.00737984 -2.23861e-05
internal_weight=0 0.00713014 0.00539605 0.00428144 0.00326764 0.00222662
internal_count=3910 3427 2126 1509 1269 663
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=6
num_cat=0
split_feature=0 43 16 4 1
split_gain=8.98883e-06 3.00641e-05 2.13864e-05 2.61306e-05 4.76323e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.008069999999999999 -0.0040999999999999986 0.092550000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012822175523848079 0.0061610030658311313 -0.014901730480830787 0.013134898009037544 0.019309560350419985 -0.0069546914043971597
leaf_weight=0.001798975905272779 0.0018564930618096926 0.0010682624467475699 0.0013262576978667886 0.0011399913397513112 0.001751308810667148
leaf_count=1184 446 1029 565 319 367
internal_value=0 -0.00165602 0.00214427 -0.00153705 0.00340086
internal_weight=0 0.0070848 0.00528582 0.00395956 0.0028913
internal_count=3910 3464 2280 1715 686
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=6
num_cat=0
split_feature=133 160 42 12 0
split_gain=7.77883e-06 2.66565e-05 1.89598e-05 2.64855e-05 3.32651e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0079853469739688179 -0.012630753025835216 -0.0075993357549063254 0.011445336728282875 -0.011915105527997547 0.013117430253498716
leaf_weight=0.0010663206314583647 0.0016011634268405083 0.0013867679994386919 0.0015442800784652598 0.0015728298776459216 0.0017571786328141328
leaf_count=604 1086 164 685 766 605
internal_value=0 -0.00111653 0.00182805 -0.00132066 0.00397944
internal_weight=0 0.00786222 0.00626106 0.00471678 0.00314395
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=8
num_cat=0
split_feature=0 52 49 47 15 49 12
split_gain=1.69494e-05 4.35386e-05 2.76298e-05 4.49205e-05 4.7087e-05 4.60262e-05 6.97892e-06
threshold=-0.017269999999999997 -0.092854999999999979 1.0000000180025095e-35 0.09252500000000001 0.085285000000000014 -0.0019649999999999997 0.091555000000000011
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00038990303162280565 0.00027283418067142531 6.6790260193527452e-05 -0.00024389839002389406 -0.00028304258882066909 -0.00014646900904605867 0.00055555199126377597 4.2370113535896094e-05
leaf_weight=0.0011887720085501201 0.0010047381571395219 0.0015173820357384385 0.0012512370690517215 0.0010489621121744118 0.0012649692374413837 0.0014472678407071631 0.0010160240208653768
leaf_count=597 282 461 560 201 1048 597 164
internal_value=0 -4.47596e-05 1.80747e-05 8.01729e-05 0.000170252 0.000305391 0.000156959
internal_weight=0 0.00771859 0.00652982 0.00527858 0.00422962 0.00296465 0.00202076
internal_count=3910 3464 2867 2307 2106 1058 446
is_linear=0
shrinkage=0.00196078


Tree=8227
num_leaves=7
num_cat=0
split_feature=160 16 13 0 49 47
split_gain=8.72922e-06 2.20995e-05 2.96041e-05 2.95477e-05 2.87661e-05 1.46996e-05
threshold=-0.081069999999999989 -0.029944999999999996 -0.070604999999999987 -0.084304999999999977 -0.045004999999999996 0.09023500000000001
decision_type=2 2 2 2 2 2
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internal_value=0 -0.00129007 -0.00769488 0.0032018 -0.0017317 -0.00845057
internal_weight=0 0.00768155 0.00316651 0.00451503 0.00329104 0.0021702
internal_count=3910 3095 1285 1810 963 798
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=6
num_cat=0
split_feature=0 43 16 13 15
split_gain=1.12836e-05 2.50851e-05 2.50009e-05 2.56901e-05 4.13562e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00747303 0.00556425 0.00415918 0.00309395
internal_count=3910 3464 2280 1715 1406
is_linear=0
shrinkage=0.00196078


Tree=8229
num_leaves=8
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split_feature=4 12 49 133 43 0 1
split_gain=2.20148e-05 2.42805e-05 3.16195e-05 4.48569e-05 6.05448e-05 6.40514e-05 2.36876e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 -4.43388e-05 -6.18163e-06 4.40131e-05 0.000117147 -1.46912e-05 0.000148846
internal_weight=0 0.00852496 0.00752449 0.00650937 0.005416 0.00385641 0.00271804
internal_count=3910 3438 3134 2933 2096 1448 838
is_linear=0
shrinkage=0.00196078


Tree=8230
num_leaves=8
num_cat=0
split_feature=50 4 151 2 12 15 3
split_gain=2.80838e-05 2.57346e-05 3.1191e-05 4.53164e-05 5.31596e-05 4.93103e-05 3.57425e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 2.56303e-05 -1.33037e-05 -7.05986e-05 2.33625e-05 -0.000121008 5.88191e-05
internal_weight=0 0.00899508 0.0079056 0.00649912 0.00488901 0.00326242 0.00209602
internal_count=3910 3179 2783 2329 1892 1281 932
is_linear=0
shrinkage=0.00196078


Tree=8231
num_leaves=7
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split_feature=0 52 52 2 2 12
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threshold=-0.017269999999999997 -0.092854999999999979 -0.062489999999999997 0.10679500000000001 0.087995000000000004 0.086205000000000018
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00710296 0.00600065 0.00472156 0.00323912 0.00202119
internal_count=3910 3464 2867 2542 2100 1369
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=8
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split_feature=50 4 16 0 48 0 4
split_gain=1.49091e-05 3.07079e-05 2.40231e-05 3.98827e-05 8.83844e-05 3.7094e-05 2.44024e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 2.0927e-05 -2.30867e-05 2.47076e-05 0.000247072 -8.46858e-05 6.57687e-05
internal_weight=0 0.00851072 0.00746785 0.0063036 0.00207854 0.00422505 0.00252903
internal_count=3910 3155 2759 2534 320 2214 511
is_linear=0
shrinkage=0.00196078


Tree=8233
num_leaves=7
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split_feature=50 160 4 42 0 0
split_gain=1.43208e-05 3.20046e-05 2.08381e-05 2.92231e-05 5.7317e-05 5.91365e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00027581857235145648 -0.00022711197495988697 -7.4004121729656064e-05 0.0001785724094862565 0.0001762256259255286 0.00022361786179082239 -0.00060845582127056462
leaf_weight=0.0015483827526950678 0.0010019447824501102 0.0019372923189669559 0.0013994236652278913 0.0012460925073212378 0.0010991084381969129 0.0013510961056119397
leaf_count=802 731 278 380 432 195 1092
internal_value=0 2.06138e-05 -3.55719e-05 -8.87669e-05 -0.000164027 -0.000293594
internal_weight=0 0.0085814 0.00703301 0.00563359 0.0043875 0.00328839
internal_count=3910 3179 2377 1997 1565 1370
is_linear=0
shrinkage=0.00196078


Tree=8234
num_leaves=7
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split_feature=1 2 3 2 43 4
split_gain=9.69794e-06 2.60493e-05 1.89377e-05 2.6323e-05 2.24157e-05 3.6115e-05
threshold=0.10386500000000001 0.11462500000000002 -0.11266 0.084065000000000015 0.0016850000000000001 -0.00027999999999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.0089126199574738312 -0.0027561014387484099 0.015764812777064173 0.0079179639605455061 -0.026196495419881019 0.0026351537223620711 -0.0017996975089587413
leaf_weight=0.0011616227499263148 0.0019761044149136393 0.0012333807702736435 0.0011253637513110957 0.0013117169690403136 0.0010376071563031595 0.0011290279474827074
leaf_count=295 498 397 731 1183 393 413
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internal_weight=0 0.00320949 0.00576534 0.00460372 0.00347835 0.00244074
internal_count=3910 895 3015 2720 1989 1596
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=7
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split_feature=43 16 16 13 15 0
split_gain=8.41487e-06 2.41852e-05 3.21096e-05 2.4885e-05 4.54176e-05 2.91787e-05
threshold=-0.17307499999999998 0.15737500000000001 -0.008069999999999999 -0.094679999999999986 -0.03231499999999999 -0.19631499999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.0075475553016160117 0.0099618615959797662 -0.012585785790765509 0.01583999334648142 -0.0080430530533177023 -0.020127265780628831 0.01487880707509668
leaf_weight=0.0012564054450988262 0.0012672012451812979 0.0015187320652340387 0.0012464467410248535 0.0011908362711206717 0.0014412753098756313 0.0010406698316525955
leaf_count=275 384 563 658 132 1207 691
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internal_weight=0 0.00770516 0.00618643 0.00493998 0.00367278 0.00223151
internal_count=3910 3635 3072 2414 2030 823
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=8
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split_feature=157 160 133 151 47 2 2
split_gain=1.87573e-05 4.22518e-05 4.15535e-05 4.07117e-05 4.44631e-05 9.35667e-05 6.46889e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 0.09550500000000002 0.086545000000000025 0.10113500000000002
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00024675211510606518 -0.00038218318915788502 -0.00033485813550149094 -0.00025507368767686893 -0.00043032212762376319 0.00046411851315159139 0.00056933821928211792 -2.1057171315753364e-05
leaf_weight=0.0010119683066927591 0.0011692473748233633 0.0010968975174000866 0.0011612733891491625 0.0011310161392408548 0.0013083033724562753 0.0012576053435287488 0.0016492167543267296
leaf_count=587 813 845 331 456 146 344 388
internal_value=0 -3.51739e-05 1.81826e-05 7.76916e-05 0.000149974 4.81876e-05 0.000234371
internal_weight=0 0.00877356 0.00760431 0.00650741 0.00534614 0.00403784 0.00290682
internal_count=3910 3323 2510 1665 1334 1188 732
is_linear=0
shrinkage=0.00196078


Tree=8237
num_leaves=7
num_cat=0
split_feature=51 457 160 43 12 3
split_gain=8.26771e-06 2.33132e-05 3.3671e-05 4.06019e-05 2.66752e-05 6.59121e-05
threshold=0.08955500000000001 0.082870000000000013 -0.070974999999999996 -0.15109999999999998 0.089995000000000006 -0.018854999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.014630955679790012 -0.0081052963817598907 0.015219411339989403 0.012786516219232283 0.014827581370801438 -0.018159187453233628 -0.015951563810806067
leaf_weight=0.0011464591076063993 0.001113565628674147 0.0010180454482702364 0.0011325701638873571 0.0012443014850200024 0.001727734778862951 0.0015781893343095011
leaf_count=716 487 276 223 890 917 401
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internal_weight=0 0.0078473 0.00682925 0.0056828 0.00455023 0.00282249
internal_count=3910 3423 3147 2431 2208 1291
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=7
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split_feature=13 16 12 13 48 4
split_gain=8.40302e-06 1.99809e-05 3.89097e-05 1.98147e-05 1.72348e-05 1.60201e-05
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 -0.010739999999999998 0.086215000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.008023395831132445 0.0089714511802402985 0.01080129960300018 -0.019506825497265876 0.0085228464573725883 -0.0134943073300011 -0.007845961167138555
leaf_weight=0.0011297003627361623 0.0017708549319518578 0.0011774567098447727 0.0012151692907762073 0.001303257082681711 0.0012408520543293259 0.0011047250204067993
leaf_count=210 1489 499 861 442 196 213
internal_value=0 -0.00120368 -0.00333414 0.000291996 -0.00392032 0.00101323
internal_weight=0 0.00781232 0.00663486 0.00541969 0.00364883 0.00240798
internal_count=3910 3700 3201 2340 851 655
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=8
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split_feature=13 39 48 1 2 42 0
split_gain=2.79502e-05 5.14134e-05 4.78573e-05 5.40389e-05 4.28089e-05 3.81017e-05 8.35975e-05
threshold=-0.26418499999999995 0.005105000000000001 0.10911000000000001 0.11198000000000001 0.095195000000000016 0.085195000000000007 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00027962396604303214 0.00015041462180489227 0.00036595522224700222 -0.00049609902230189878 0.00035658363101150265 -0.00038027096377728437 0.00030120850384903651 -0.00052311832330271472
leaf_weight=0.0011735520544436029 0.0017394885067063524 0.0010460823565311738 0.0010060851952753544 0.0011161493706049117 0.0016606675303722888 0.0011198029404108382 0.0011953641479961169
leaf_count=196 195 424 151 235 751 919 1039
internal_value=0 -4.23452e-05 -9.68413e-05 -3.80418e-05 -0.000115108 -6.50566e-06 -0.000123915
internal_weight=0 0.00888364 0.00783756 0.00683147 0.00571532 0.00405466 0.00293485
internal_count=3910 3714 3290 3139 2904 2153 1234
is_linear=0
shrinkage=0.00196078


Tree=8240
num_leaves=8
num_cat=0
split_feature=50 4 48 43 52 0 0
split_gain=1.36541e-05 2.45814e-05 2.78506e-05 3.48712e-05 4.61726e-05 3.67543e-05 3.41213e-05
threshold=0.07992500000000001 0.28937500000000005 0.091555000000000011 -1.0000000180025095e-35 -0.0066199999999999991 -0.10071499999999999 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
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leaf_weight=0.0012272677893162293 0.0010088384680119094 0.001038667505977065 0.0011843417697862246 0.0011633572900254237 0.0011320574984005696 0.0013495735148168126 0.0014968556769943782
leaf_count=1208 755 396 323 312 129 349 438
internal_value=0 2.2658e-05 -1.62329e-05 -6.75751e-05 5.78514e-05 0.000208951 -0.000235401
internal_weight=0 0.00859212 0.00755345 0.00636911 0.00364499 0.00248163 0.00272412
internal_count=3910 3155 2759 2436 790 478 1646
is_linear=0
shrinkage=0.00196078


Tree=8241
num_leaves=8
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split_feature=50 4 12 51 3 15 42
split_gain=1.57396e-05 3.15285e-05 2.7366e-05 3.18941e-05 5.07696e-05 4.83719e-05 4.26494e-05
threshold=0.082310000000000008 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.097615000000000021 -0.096369999999999983 0.083815000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
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leaf_weight=0.0010718079370239247 0.0010005400945534643 0.001037467678347173 0.0011541451401174364 0.0011075845120292792 0.0012325179625896692 0.0016038890112697857 0.0013889457048878108
leaf_count=301 747 396 591 248 100 712 815
internal_value=0 2.51794e-05 -1.88135e-05 2.91422e-05 9.31019e-05 -1.17873e-05 -0.000141344
internal_weight=0 0.00859636 0.00755889 0.00648708 0.00533294 0.00410042 0.00299283
internal_count=3910 3163 2767 2466 1875 1775 1527
is_linear=0
shrinkage=0.00196078


Tree=8242
num_leaves=8
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split_feature=50 4 48 52 13 12 52
split_gain=1.21478e-05 2.90608e-05 2.30774e-05 3.63134e-05 5.13312e-05 4.74519e-05 2.5501e-05
threshold=0.07992500000000001 0.28937500000000005 0.091555000000000011 -0.092084999999999986 -0.0024749999999999993 0.089855000000000004 0.0033900000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00036552267753293922 -0.00020758115895056636 0.00032914531661318828 0.00023114259985036777 -0.00050022287502890549 4.1727195733799349e-05 7.0616176321195969e-05 0.00043331942536455721
leaf_weight=0.0012712639603408415 0.0010076545322191188 0.0010281186470175339 0.0011626706560892534 0.0011201256581560275 0.001751333680006093 0.0011193486266831876 0.001006990776819375
leaf_count=554 755 396 323 914 204 491 273
internal_value=0 2.01689e-05 -2.25754e-05 -6.96304e-05 5.63419e-06 -0.000214902 0.000184687
internal_weight=0 0.00845985 0.00743173 0.00626906 0.0049978 0.00223947 0.00275832
internal_count=3910 3155 2759 2436 1882 1405 477
is_linear=0
shrinkage=0.00196078


Tree=8243
num_leaves=8
num_cat=0
split_feature=50 4 40 47 3 48 12
split_gain=1.96996e-05 2.84606e-05 3.02525e-05 4.68719e-05 3.96848e-05 4.51078e-05 4.4729e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.083775000000000002 0.086935000000000012
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00033739163743973558 -0.00026712473847794805 0.00032187832442483221 -3.3505807841004125e-05 0.00041668153864984572 0.00029986910585080601 0.00019132132797616149 -0.00049156693424658106
leaf_weight=0.0010020340240697503 0.0010105703994871462 0.0010682688091381487 0.0018027384121295084 0.0010118521163838086 0.0010627671300379084 0.0012837223395169256 0.0015028652745205976
leaf_count=274 731 396 712 226 134 265 1172
internal_value=0 2.20429e-05 -1.97397e-05 2.80245e-05 -4.15539e-05 -0.000120618 -0.000241759
internal_weight=0 0.00873425 0.00766598 0.00666395 0.00565209 0.00458933 0.0033056
internal_count=3910 3179 2783 2509 2283 2149 1884
is_linear=0
shrinkage=0.00196078


Tree=8244
num_leaves=7
num_cat=0
split_feature=1 4 150 1 15 0
split_gain=1.00346e-05 2.5613e-05 2.53117e-05 2.82931e-05 2.23914e-05 1.69046e-05
threshold=0.085990000000000011 -0.15333499999999997 0.077110000000000012 0.10561500000000001 -0.064869999999999983 -0.087614999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.0060681300409893479 -0.012416298046542783 -0.020277518093046787 0.015198935578409026 -0.0022118487225964811 0.016777035522023736 -0.0027150922641061858
leaf_weight=0.0014911895456309983 0.0014291833153423977 0.0010269112968478 0.0012467035850492192 0.0016199945719907478 0.001006993471663678 0.001175380663158327
leaf_count=166 706 721 348 457 190 1322
internal_value=0 -0.00405194 0.00273712 -0.00109315 0.00506709 -0.0109043
internal_weight=0 0.00369348 0.00530287 0.00405617 0.00262699 0.00220229
internal_count=3910 2209 1701 1353 647 2043
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=7
num_cat=0
split_feature=13 3 0 151 4 13
split_gain=9.968e-06 2.00271e-05 3.06712e-05 4.31911e-05 3.54995e-05 2.72891e-05
threshold=0.17936000000000002 -0.115685 -0.053834999999999994 -0.0088999999999999982 0.074650000000000008 -0.0041499999999999983
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012273147905794597 0.0010013231426216811 0.0012893429502598861 0.0012053621560271423 0.0010058879534500466 0.0014904612265265837 0.0017644512049335406
leaf_count=363 221 548 389 1521 395 473
internal_value=0 0.00113441 -0.0010005 0.0021396 0.0069923 0.000297166
internal_weight=0 0.00798282 0.00675551 0.00555014 0.0042608 0.00277034
internal_count=3910 3689 3326 2937 2389 1994
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 16 3
split_gain=1.15274e-05 4.79556e-05 2.6682e-05 2.78431e-05 4.42779e-05 4.21177e-05 3.94187e-05
threshold=0.17936000000000002 0.03138500000000001 -0.079684999999999992 -0.100615 0.094485000000000013 -0.075409999999999991 0.090325000000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.0003086729304216158 -0.0002006004852477845 0.00040903683235056515 0.00028746797783410683 -0.00039050273389103489 -0.0001210263603830763 0.00041895171443633348 7.9691894375485774e-05
leaf_weight=0.0011897278155028387 0.0010666692155654961 0.0010449742150061289 0.00114899155678323 0.0017853492348867683 0.00107531696763181 0.0011485181512966478 0.0011127453703799542
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internal_value=0 1.5639e-05 -3.94622e-05 1.16128e-05 -5.02691e-05 0.00015785 -0.000209968
internal_weight=0 0.00850562 0.00746065 0.00627092 0.00512193 0.00222384 0.00289809
internal_count=3910 3689 3271 2534 2208 704 1504
is_linear=0
shrinkage=0.00196078


Tree=8247
num_leaves=7
num_cat=0
split_feature=13 39 2 133 2 15
split_gain=1.61544e-05 3.38477e-05 2.91523e-05 3.20341e-05 4.17805e-05 2.65911e-05
threshold=-0.26418499999999995 0.005105000000000001 0.11230000000000001 1.0000000180025095e-35 0.089910000000000004 -0.064869999999999983
decision_type=2 2 2 2 2 2
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leaf_value=0.00021344359918287591 -0.00027360862533324352 0.00029628020270502258 -0.0003115339801149978 -0.00031131907160795639 0.00030201611833981793 8.4114006378120825e-05
leaf_weight=0.0011603916222535987 0.0014611530072515984 0.0010565637026535559 0.0016217156504733689 0.0011427654862227674 0.0016980533149995379 0.0017627439818337985
leaf_count=196 337 424 398 1086 551 918
internal_value=0 -3.27826e-05 -7.80151e-05 -1.55717e-05 5.30942e-05 -7.80151e-05
internal_weight=0 0.008743 0.00768643 0.00606472 0.00492195 0.0032239
internal_count=3910 3714 3290 2892 1806 1255
is_linear=0
shrinkage=0.00196078


Tree=8248
num_leaves=7
num_cat=0
split_feature=13 16 1 15 48 15
split_gain=8.29761e-06 1.6715e-05 4.23882e-05 5.84776e-05 3.47434e-05 2.41869e-05
threshold=-0.26418499999999995 0.24895000000000003 1.0000000180025095e-35 0.041585000000000004 0.086215000000000014 -0.10312999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
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leaf_weight=0.0010672850588508359 0.0010289637241021083 0.0011888528890642396 0.0010252748268154207 0.001106927370319849 0.0016259569279861606 0.00195261422355974
leaf_count=196 831 500 272 933 302 876
internal_value=0 -0.00116444 -0.00309284 -0.014736 0.00230886 0.00872799
internal_weight=0 0.00792859 0.00673974 0.00213589 0.00460385 0.00297789
internal_count=3910 3714 3214 1764 1450 1148
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=8
num_cat=0
split_feature=49 47 15 12 42 15 0
split_gain=1.63948e-05 2.97659e-05 4.78648e-05 2.62166e-05 3.61851e-05 3.17098e-05 1.40814e-05
threshold=0.10447000000000002 0.09252500000000001 -0.096369999999999983 0.088325000000000015 0.084685000000000024 0.024640000000000006 -0.10462499999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00036704940457341843 0.00022020413151644183 -0.00027361094403153212 0.0001306593598759843 -0.00010671986418594388 0.00035777444635649522 -0.00045183328612445389 -0.00018868250503940989
leaf_weight=0.0012563362909334868 0.0010875288404401722 0.001634796700484796 0.0010132583206478325 0.0015263758159786164 0.0011164354925407136 0.0010592520362871778 0.0011151268665361993
leaf_count=503 378 307 197 619 663 655 588
internal_value=0 -3.51131e-05 1.99041e-05 -5.48982e-05 8.95022e-05 -0.000174618 -3.66537e-05
internal_weight=0 0.00872158 0.00708678 0.00583045 0.00264281 0.00318764 0.00212839
internal_count=3910 3532 3225 2722 1282 1440 785
is_linear=0
shrinkage=0.00196078


Tree=8250
num_leaves=7
num_cat=0
split_feature=48 2 2 52 43 16
split_gain=8.81867e-06 2.10194e-05 3.91378e-05 3.46892e-05 5.96227e-05 1.70162e-05
threshold=0.091555000000000011 0.11260500000000001 0.10113500000000002 -0.087604999999999988 -0.0037249999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.015276534648553875 0.0061261849278471357 0.010759335407606901 -0.022024057852413723 -0.013001168115444182 0.006413727786824381 0.023176313522720898
leaf_weight=0.0011925175013809768 0.0018382561379331414 0.0011480009003471629 0.0010042654983824315 0.0013113879431456135 0.0014680589285121079 0.0010308162720371219
leaf_count=497 483 484 335 1391 548 172
internal_value=0 -0.001639 -0.00400844 -0.000391954 0.00426655 0.0133285
internal_weight=0 0.00715505 0.00600705 0.00500278 0.00381026 0.00249888
internal_count=3910 3427 2943 2608 2111 720
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=7
num_cat=0
split_feature=0 4 160 2 0 43
split_gain=9.78977e-06 1.52028e-05 1.58918e-05 2.83208e-05 3.6628e-05 4.02481e-05
threshold=0.10302000000000001 -0.08422499999999998 0.087825000000000014 0.10796500000000002 -0.10575999999999998 -0.075819999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.012701206815122693 0.0082248427972389463 0.021226878557664391 -0.010532074453837859 -0.0085232766215867263 -0.015064712265975836 0.010076910037169427
leaf_weight=0.0010262594514795272 0.0012341021772158201 0.001255559039772479 0.0011155963873220104 0.0016377644722661861 0.0010244387509743874 0.001682455529982668
leaf_count=626 210 284 372 611 755 1052
internal_value=0 -0.00136536 0.000366897 0.00253804 0.00710991 0.000561927
internal_weight=0 0.00774207 0.00671581 0.00560022 0.00396245 0.00270689
internal_count=3910 3700 3074 2702 2091 1807
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=7
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split_feature=0 2 16 3 151 4
split_gain=8.84923e-06 2.32049e-05 4.12347e-05 4.08807e-05 2.90859e-05 5.56238e-05
threshold=-0.017269999999999997 0.081615000000000007 -0.0083999999999999995 -0.074234999999999982 -0.0088999999999999982 0.15927500000000003
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0038745332437957053 0.0061043676434718421 -0.016372032800168326 0.017765037766592516 -0.023529415267704992 -0.0097475143752250686 0.020419584863667767
leaf_weight=0.0010569305796638863 0.0018571278257888601 0.0011514890365090075 0.0012592733882879491 0.0011225145674958602 0.0014674320840306844 0.0010475313012488941
leaf_count=589 446 329 749 301 1248 248
internal_value=0 -0.00164835 0.00215302 -0.0102398 -0.00320906 0.00281767
internal_weight=0 0.00710517 0.00492573 0.00217945 0.00366645 0.00251496
internal_count=3910 3464 2574 890 1825 1496
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=8
num_cat=0
split_feature=50 4 151 2 12 43 16
split_gain=1.64034e-05 3.07388e-05 2.85523e-05 2.84672e-05 4.03566e-05 4.97268e-05 1.2562e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35 -0.089559999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00023519723401145819 -0.00024316396483682463 0.00033705833689573651 -0.00046015169640104767 -0.00030734562787360363 0.00025935008098782874 0.0002094643211491436 -9.6801982855619737e-05
leaf_weight=0.0013579602749255806 0.0010139445247982241 0.0010376536594121745 0.001122371996450041 0.0015666115032772696 0.0015308814432859618 0.0010065584734664564 0.0010541289903521251
leaf_count=454 731 396 890 437 611 129 262
internal_value=0 2.04026e-05 -2.26135e-05 -7.83565e-05 -2.25519e-06 -0.000128073 5.27961e-05
internal_weight=0 0.00867617 0.00763851 0.00628055 0.00471394 0.00318306 0.00206069
internal_count=3910 3179 2783 2329 1892 1281 391
is_linear=0
shrinkage=0.00196078


Tree=8254
num_leaves=8
num_cat=0
split_feature=50 4 48 13 52 42 0
split_gain=1.63701e-05 2.08539e-05 2.7179e-05 3.61468e-05 6.66284e-05 5.9462e-05 5.3629e-05
threshold=0.083475000000000008 0.28937500000000005 0.091555000000000011 -0.032264999999999995 0.086635000000000004 0.084100000000000022 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=3.3798036519763088e-05 -0.00024909977062408757 0.00027602135740942524 0.00025232531316511571 0.00011914268872559711 0.00048328983054934894 -0.00057041677888262877 -0.00043097730053429887
leaf_weight=0.0013138330222385081 0.0010038766646583109 0.0010384732584806178 0.0011834757377955961 0.0016678175699504226 0.0010009464210050298 0.0011964716465138541 0.0011518405482731225
leaf_count=278 735 396 324 212 322 1030 613
internal_value=0 1.55758e-05 -2.04173e-05 -7.14027e-05 4.86934e-05 -0.000254185 -0.000105583
internal_weight=0 0.00855286 0.00751438 0.00633091 0.0038206 0.0025103 0.00281966
internal_count=3910 3175 2779 2455 1147 1308 825
is_linear=0
shrinkage=0.00196078


Tree=8255
num_leaves=7
num_cat=0
split_feature=150 43 43 12 52 3
split_gain=8.27058e-06 2.26379e-05 5.15055e-05 2.59522e-05 3.6226e-05 3.4673e-05
threshold=0.084800000000000014 -0.074254999999999988 -0.093039999999999984 0.089995000000000006 -0.0066199999999999991 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.0058448786019241923 0.0067409635485556315 -0.016688382046375683 0.023214585362109838 -0.017715441292447603 0.014323617241893856 -0.0091439032011714268
leaf_weight=0.0014545906404116631 0.0014929560978358082 0.0010640192844625384 0.0010503557116921553 0.0012604035924658249 0.0016125508620583842 0.0010328401250651225
leaf_count=541 458 353 781 884 712 181
internal_value=0 -0.00141146 0.00634012 -0.00531851 -0.00110621 0.00516119
internal_weight=0 0.00747476 0.00250495 0.00496981 0.00370941 0.00264539
internal_count=3910 3452 1322 2130 1246 893
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=7
num_cat=0
split_feature=0 403 4 4 150 1
split_gain=1.65528e-05 2.91617e-05 5.23335e-05 2.95297e-05 2.73133e-05 7.53809e-05
threshold=0.10302000000000001 0.010605000000000002 -0.065054999999999988 -0.0010999999999999996 0.085075000000000026 0.11198000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00042329406164438768 0.0001977821114404662 0.00027624371085108266 0.00028434159231983578 -0.0004311585739287498 0.00018899848349475509 0.0001295138805063998
leaf_weight=0.0013884440896778597 0.0013292045226511858 0.0010022733818964621 0.0011321532309274615 0.0018439970147568424 0.0012068158860245931 0.0018437601759940542
leaf_count=1121 210 469 909 607 222 372
internal_value=0 -3.76725e-05 -8.01031e-05 -1.03837e-06 -6.7049e-05 -0.00015084
internal_weight=0 0.00841744 0.00741517 0.00602673 0.00489457 0.00368776
internal_count=3910 3700 3231 2110 1201 979
is_linear=0
shrinkage=0.00196078


Tree=8257
num_leaves=7
num_cat=0
split_feature=0 51 2 49 15 12
split_gain=9.31715e-06 2.20622e-05 2.5602e-05 3.34e-05 3.34166e-05 9.96476e-06
threshold=-0.017269999999999997 -0.07174999999999998 0.086545000000000025 1.0000000180025095e-35 1.0000000180025095e-35 0.085250000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.013876493083538353 0.0062494568182594364 -0.014966247551352228 0.020376883851719846 -0.0089257117906728894 -0.002559680090507643 -0.0010803660673896663
leaf_weight=0.001230602124550762 0.0018595127989665247 0.0010465947233575831 0.0016802185097644501 0.0011058557185745516 0.0010212775378975391 0.0010209122547748645
leaf_count=545 446 461 576 461 587 834
internal_value=0 -0.00170152 0.000848764 0.0057134 0.0117059 -0.00810955
internal_weight=0 0.00710546 0.00587486 0.00380735 0.0027015 0.00206751
internal_count=3910 3464 2919 1624 1163 1295
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=8
num_cat=0
split_feature=0 47 49 15 150 3 16
split_gain=2.73457e-05 3.22919e-05 2.99724e-05 9.23564e-05 5.03277e-05 5.23346e-05 2.44225e-05
threshold=-0.017269999999999997 0.09252500000000001 1.0000000180025095e-35 -0.096369999999999983 0.086420000000000011 -0.084129999999999996 0.23932500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2
right_child=6 -3 -4 4 -6 -7 -8
leaf_value=0.00060664983892555024 -1.1785767144711704e-05 -0.00027647342171338032 -0.00029389592898909129 -0.00026532012758945288 -0.00042523655574176094 0.00026423450149744483 0.00040985062007669736
leaf_weight=0.0010038512542950044 0.0010894402805045099 0.0019663924206763791 0.0010267488582015732 0.0011324156995856246 0.0010581346380594851 0.001958311289661984 0.0010251907114346287
leaf_count=254 282 387 688 789 278 1068 164
internal_value=0 -5.76223e-05 1.20192e-05 7.2977e-05 -5.61496e-05 7.02103e-05 0.000192627
internal_weight=0 0.00814585 0.00617946 0.00515271 0.00414886 0.00309073 0.00211463
internal_count=3910 3464 3077 2389 2135 1857 446
is_linear=0
shrinkage=0.00196078


Tree=8259
num_leaves=7
num_cat=0
split_feature=50 156 1 47 48 0
split_gain=3.03952e-05 2.33881e-05 2.75565e-05 4.39337e-05 5.47456e-05 4.0958e-05
threshold=0.086465000000000014 0.083820000000000019 0.076710000000000014 0.09252500000000001 0.084670000000000009 -0.076734999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00032902823234517384 -0.00032843951426435135 -0.00025101552926426224 0.00056351467742717955 -9.3842763154938387e-05 4.5374991591195354e-05 0.00011532879319431534
leaf_weight=0.0013961269323921803 0.0010147596282233219 0.0010171612952551605 0.0015181236842617604 0.0017214328154425726 0.0016212554718423907 0.0018599827860250214
leaf_count=1145 715 525 642 210 268 405
internal_value=0 2.92669e-05 6.43902e-05 0.000157897 0.000295934 -7.51988e-05
internal_weight=0 0.00913408 0.00811692 0.00486081 0.00313938 0.00325611
internal_count=3910 3195 2670 1120 910 1550
is_linear=0
shrinkage=0.00196078


Tree=8260
num_leaves=8
num_cat=0
split_feature=160 50 52 133 0 48 16
split_gain=1.95269e-05 3.29632e-05 2.51602e-05 5.92973e-05 4.31808e-05 4.61026e-05 3.55314e-05
threshold=0.098455000000000015 0.082310000000000008 0.11110500000000002 0.085625000000000021 -0.06402999999999999 0.086125000000000021 -0.089559999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0003407656135158799 -0.00026326871205622593 -0.00031231311743075061 0.00033876468606912807 -0.00040804338528258499 0.00037967691498993746 -0.00035070248947587459 -8.2426148577953258e-05
leaf_weight=0.0014530392855226578 0.0010264944393253558 0.0010029291836093973 0.0011097400287128642 0.0010497697932132675 0.0015389368734733738 0.0010920734470902978 0.0016056874997729298
leaf_count=396 319 694 424 628 433 268 748
internal_value=0 2.24196e-05 6.51897e-05 2.01423e-05 9.91436e-05 -4.86597e-06 0.00011861
internal_weight=0 0.00885218 0.00784925 0.00673951 0.00568974 0.0041508 0.00305873
internal_count=3910 3591 2897 2473 1845 1412 1144
is_linear=0
shrinkage=0.00196078


Tree=8261
num_leaves=7
num_cat=0
split_feature=49 160 49 52 1 13
split_gain=1.12844e-05 1.72776e-05 2.66396e-05 2.2944e-05 3.23944e-05 3.07492e-05
threshold=0.10447000000000002 -0.064339999999999994 -0.081419999999999979 -0.080899999999999986 0.092550000000000007 -0.014114999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0086075122887762524 0.0099483433631242096 0.010686649650066542 -0.019575026338373269 -0.009746273741337852 -0.015691671567157658 0.010926163201927491
leaf_weight=0.0014396614476383466 0.0010007165048163272 0.0011032542947839365 0.0010577570050304529 0.0011957692572701355 0.0014078324139241245 0.0018066481798553594
leaf_count=901 378 241 556 736 498 600
internal_value=0 -0.00131438 -0.00348812 -0.00634809 -0.00317574 0.00269298
internal_weight=0 0.00801092 0.00657126 0.00546801 0.00441025 0.00300242
internal_count=3910 3532 2631 2390 1834 1336
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=8
num_cat=0
split_feature=50 160 2 48 52 16 13
split_gain=2.53794e-05 3.21238e-05 2.53871e-05 4.77059e-05 4.92275e-05 3.70157e-05 3.21463e-05
threshold=0.086465000000000014 -0.026849999999999995 0.113945 0.087770000000000015 -0.031409999999999993 -0.15168999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00027234409744801 -0.00030708610515535581 -0.00038126674892806546 -0.000284254984805834 0.0003645691450714655 0.00033041445631819266 -0.00035368561037347888 0.00012103280627634232
leaf_weight=0.0016148900285879062 0.0010018812969667988 0.0013778666947632415 0.0012780938485654793 0.0012299135195531843 0.0012275056347565111 0.0010030790378949251 0.0012099720261408296
leaf_count=804 715 539 402 277 255 712 206
internal_value=0 2.20115e-05 -3.31667e-05 1.98916e-05 -6.80881e-05 5.7333e-05 -9.41362e-05
internal_weight=0 0.00894132 0.00732643 0.00604834 0.00481842 0.00344056 0.00221305
internal_count=3910 3195 2391 1989 1712 1173 918
is_linear=0
shrinkage=0.00196078


Tree=8263
num_leaves=8
num_cat=0
split_feature=50 16 160 160 16 48 43
split_gain=3.107e-05 5.30374e-05 5.53117e-05 5.053e-05 4.06084e-05 4.57153e-05 2.79387e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.054789999999999998 0.086110000000000006 -0.089559999999999987 0.084905000000000022 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.00029393082663447574 -0.00032516880431783372 0.0005619118481744222 0.00024313404047359992 -0.00048240365599131716 -0.00032085089478170985 -0.00021480385504170214 -0.00013763419504085923
leaf_weight=0.001961230182320515 0.0010320378600685723 0.0011613630336698736 0.0015164442707400793 0.0010522101185567638 0.0011124070299438956 0.0010388120602272937 0.001448609100816102
leaf_count=663 715 480 448 192 771 172 469
internal_value=0 3.34432e-05 0.000199181 -9.89768e-05 -8.73352e-07 0.000117773 5.71056e-05
internal_weight=0 0.00929108 0.00412642 0.00516466 0.00411245 0.00300004 0.00296505
internal_count=3910 3195 1397 1798 1606 835 917
is_linear=0
shrinkage=0.00196078


Tree=8264
num_leaves=7
num_cat=0
split_feature=47 1 15 16 3 52
split_gain=9.86211e-06 1.80587e-05 5.17943e-05 3.20163e-05 2.1578e-05 1.21629e-05
threshold=0.09550500000000002 0.094485000000000013 -0.0063699999999999989 -0.071799999999999989 -0.069909999999999986 0.083750000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4
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leaf_value=-0.020294992292935 0.0066630219803941243 -0.0067157370304387525 -0.012559539202127743 0.016933030129381868 0.011402971318235077 0.0028091278748666702
leaf_weight=0.0015425400795247247 0.001754870170381854 0.0010944972648480535 0.00101162599294682 0.0012002677898733907 0.0013853702139479825 0.0010488408663991372
leaf_count=1062 389 432 588 508 240 691
internal_value=0 -0.001688 -0.00506532 0.00565366 0.00175229 -0.00473642
internal_weight=0 0.00728314 0.00498838 0.00229477 0.00344584 0.00206047
internal_count=3910 3521 2581 940 1519 1279
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=8
num_cat=0
split_feature=50 1 0 133 47 4 16
split_gain=4.20726e-05 2.72492e-05 3.2199e-05 5.21025e-05 2.9226e-05 3.65642e-05 1.09293e-05
threshold=0.086465000000000014 0.076710000000000014 -0.083674999999999986 1.0000000180025095e-35 0.077065000000000008 0.0057500000000000008 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -6
right_child=-2 4 3 -5 6 -7 -8
leaf_value=-0.00038865505691614862 -0.00038021088194635803 4.3102939522889651e-05 0.0002707054624052933 -0.00031469565010550354 -0.0001977602139236772 0.00044922952214161504 8.1088757338505582e-05
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leaf_count=883 715 660 404 469 134 454 191
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internal_weight=0 0.00902392 0.00344005 0.0023977 0.00558387 0.00342221 0.00216167
internal_count=3910 3195 1756 873 1439 1114 325
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shrinkage=0.00196078


Tree=8266
num_leaves=8
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split_feature=50 160 42 15 2 2 12
split_gain=2.68095e-05 2.36092e-05 2.77851e-05 2.96687e-05 3.56364e-05 2.78575e-05 3.53727e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00024414217149943882 -0.00030842787295100462 -0.00028843598221059706 -0.00039834966158445231 3.3152727349793042e-05 8.7880102311175854e-05 -4.4212339844458249e-05 0.00054705208000144061
leaf_weight=0.0016076693145748028 0.0010073343758553845 0.001219544841142779 0.0010804899361700898 0.0010035181847176298 0.0012499204436881451 0.0016638326450777851 0.0010577402846908726
leaf_count=804 715 766 201 521 257 380 266
internal_value=0 2.91033e-05 -1.84169e-05 3.59635e-05 -0.000137559 0.000144519 0.000296862
internal_weight=0 0.00888272 0.00727505 0.0060555 0.00233041 0.00372509 0.00206126
internal_count=3910 3195 2391 1625 458 1167 787
is_linear=0
shrinkage=0.00196078


Tree=8267
num_leaves=7
num_cat=0
split_feature=49 2 457 3 3 4
split_gain=9.2789e-06 1.56359e-05 2.4861e-05 5.52719e-05 5.81585e-05 2.1546e-05
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decision_type=2 2 2 2 2 2
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leaf_count=702 378 501 250 164 625 1290
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internal_weight=0 0.0080526 0.00658898 0.00543488 0.00423515 0.00251229
internal_count=3910 3532 3031 2781 2617 1992
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=7
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split_feature=50 160 42 43 150 4
split_gain=1.72073e-05 2.78171e-05 2.95088e-05 3.64313e-05 4.43535e-05 5.52766e-05
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.084800000000000014 -0.056579999999999991
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015737019730906058 0.0010367951200071892 0.0011986681446645303 0.0018162640534923804 0.0012553573629415378 0.001003770489528385 0.0019304481768109547
leaf_count=802 731 759 550 522 155 391
internal_value=0 1.95132e-05 -3.2074e-05 2.39877e-05 -7.6563e-05 -0.000189807
internal_weight=0 0.00877821 0.00720451 0.00600584 0.00418958 0.00318581
internal_count=3910 3179 2377 1618 1068 913
is_linear=0
shrinkage=0.00196078


Tree=8269
num_leaves=7
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split_feature=43 47 16 16 16 0
split_gain=9.28197e-06 2.00354e-05 4.44267e-05 4.88079e-05 5.79967e-05 4.18151e-05
threshold=-0.17307499999999998 0.09550500000000002 0.15737500000000001 -0.008069999999999999 -0.083144999999999983 -0.15713499999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.0078434732511401088 -0.012671292645993235 0.0094656216538882981 -0.021850188943838677 0.01806418727078541 -0.024102801292542806 0.011839814049376809
leaf_weight=0.0012735920000798871 0.0011326687581973806 0.0014004049276768642 0.0011176592163106751 0.0011750478043437611 0.0011496456662379788 0.0018053188645014407
leaf_count=275 169 361 450 624 1019 1012
internal_value=0 -0.00136574 -0.00374309 0.000102394 -0.00506098 0.00239016
internal_weight=0 0.00778075 0.00638034 0.00526268 0.00408763 0.00293799
internal_count=3910 3635 3274 2824 2200 1181
is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=7
num_cat=0
split_feature=13 15 16 4 15 3
split_gain=1.17535e-05 2.16576e-05 2.08421e-05 3.05519e-05 3.99933e-05 4.42598e-05
threshold=-0.26418499999999995 0.088615000000000013 -0.27337499999999998 -0.08422499999999998 -0.017214999999999998 0.086245000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
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leaf_value=0.0097725914063953607 -0.010584635685235481 -0.014295043703502756 -0.0094635344337456375 0.011893693575920275 0.022896224371919131 -0.013008672002948741
leaf_weight=0.0010706490244799484 0.0013170879571296461 0.0011174468766278816 0.001381915989306994 0.0016865673122061363 0.0012222093148887619 0.0012373373439969805
leaf_count=196 404 866 628 1161 543 112
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internal_weight=0 0.00796256 0.00684512 0.00552803 0.00414611 0.0029239
internal_count=3910 3714 2848 2444 1816 1273
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=7
num_cat=0
split_feature=13 47 42 160 4 1
split_gain=9.53097e-06 1.8263e-05 2.81623e-05 3.24536e-05 3.19263e-05 3.66353e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.15927500000000003 0.089455000000000021
decision_type=2 2 2 2 2 2
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leaf_value=0.0084704798642476053 -0.013980248056604442 -0.013371240101641261 -0.0097693576717503717 0.011678628183321124 0.022744322890587934 -0.010018461978271677
leaf_weight=0.0011442037429712929 0.0011054756190314926 0.0010807536190325763 0.0013978294629555816 0.0019023598605668484 0.0010695945231320781 0.0013169374423474579
leaf_count=210 1013 219 921 795 256 496
internal_value=0 -0.00129701 0.000624209 0.00346326 0.00777601 0.00280287
internal_weight=0 0.00787295 0.0067922 0.00568672 0.00428889 0.0032193
internal_count=3910 3700 3481 2468 1547 1291
is_linear=0
shrinkage=0.1


Tree=8272
num_leaves=8
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split_feature=50 15 47 0 4 13 2
split_gain=3.07823e-05 3.8878e-05 3.62536e-05 4.48412e-05 9.31003e-05 4.20257e-05 8.3655e-05
threshold=0.086465000000000014 -0.106555 0.09252500000000001 -0.099864999999999995 0.0057500000000000008 0.0015650000000000002 0.097360000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00028891303985330719 -0.00032643204389674733 -0.00019117670217637224 -0.00034736187102306766 -0.000609339019150892 0.00058788752078289754 0.0001795059763624374 0.00011814800800140646
leaf_weight=0.0017897388461732928 0.0010382749337112069 0.0010721805880984894 0.0011856334717096507 0.0012607519213406807 0.0013106681651692412 0.0012862613016795406 0.0011732601531263865
leaf_count=599 715 228 178 1229 208 430 323
internal_value=0 2.99685e-05 -3.36148e-05 2.73359e-05 0.000237342 -0.000107174 -0.00025867
internal_weight=0 0.00907849 0.00728876 0.00610312 0.00238285 0.00372027 0.00243401
internal_count=3910 3195 2596 2418 436 1982 1552
is_linear=0
shrinkage=0.00196078


Tree=8273
num_leaves=7
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split_feature=52 43 12 0 2 2
split_gain=1.05235e-05 1.87943e-05 5.23671e-05 3.77296e-05 2.18456e-05 1.62826e-05
threshold=-0.048794999999999991 -0.15109999999999998 0.091475000000000015 -0.10462499999999998 0.087995000000000004 0.089910000000000004
decision_type=2 2 2 2 2 2
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leaf_value=-0.0024849526699464008 0.010060119666885164 -0.0098706516923584182 -0.022909554877489441 2.5710279348836285e-05 0.020629423986382147 0.012346393483949992
leaf_weight=0.0015010078117508794 0.0010030793324713808 0.0017708588883130778 0.0012263305644842669 0.0010593740332285159 0.0010007133502067029 0.0014604437135862802
leaf_count=518 235 398 780 937 370 672
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internal_weight=0 0.00606036 0.00505728 0.00383095 0.00206009 0.00296145
internal_count=3910 2720 2485 1705 1307 1190
is_linear=0
shrinkage=0.1


Tree=8274
num_leaves=8
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split_feature=3 39 457 3 133 2 47
split_gain=1.89766e-05 5.4942e-05 2.85318e-05 4.12198e-05 4.84746e-05 6.57182e-05 2.96754e-05
threshold=0.15165000000000003 0.005105000000000001 0.082870000000000013 0.090325000000000003 1.0000000180025095e-35 0.088485000000000022 0.085165000000000018
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00035642707516614401 0.00023147137738131301 0.00037870446845857423 0.00017177379589294057 -0.00043262126973127194 -0.000428567217790792 0.00034295611687869449 7.2634151044960864e-05
leaf_weight=0.0013866590482245276 0.0011162253919255955 0.0010662940198104516 0.0012923542905143963 0.0015017721106001802 0.0011055415312260465 0.00161032785432293 0.0011205835995123129
leaf_count=855 209 425 225 188 1153 635 220
internal_value=0 -3.9442e-05 -9.50556e-05 -0.000146333 -6.40188e-05 3.38602e-05 -0.000164663
internal_weight=0 0.00908353 0.00801724 0.00672488 0.00522311 0.00411757 0.00250724
internal_count=3910 3701 3276 3051 2863 1710 1075
is_linear=0
shrinkage=0.00196078


Tree=8275
num_leaves=8
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split_feature=50 160 1 150 15 16 13
split_gain=4.15872e-05 4.83009e-05 3.21287e-05 3.26698e-05 5.38825e-05 6.64281e-05 6.58185e-05
threshold=0.086465000000000014 -0.026849999999999995 0.122185 0.084800000000000014 -0.064869999999999983 -0.089559999999999987 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
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leaf_count=804 715 590 245 235 278 308 735
internal_value=0 3.26155e-05 -3.42617e-05 -8.50009e-05 -0.000159364 -1.32346e-05 -0.000214855
internal_weight=0 0.00915718 0.00750252 0.00648801 0.00504652 0.00331967 0.00217201
internal_count=3910 3195 2391 2146 1911 1321 1043
is_linear=0
shrinkage=0.00196078


Tree=8276
num_leaves=9
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split_feature=160 50 133 42 49 4 16 16
split_gain=2.51749e-05 4.53693e-05 3.97088e-05 4.91853e-05 7.90143e-05 4.46854e-05 8.46296e-05 3.24667e-05
threshold=0.099550000000000013 0.086465000000000014 0.090085000000000012 0.094640000000000016 -0.0019649999999999997 0.25367000000000006 -0.057604999999999996 0.081265000000000018
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 7 -9
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leaf_weight=0.0016518157879528896 0.0010050446961184798 0.001003104939413268 0.0011478267650636836 0.001051349399206908 0.0010579108587772034 0.0010415403463572394 0.001233745625908613 0.0010924759677633639
leaf_count=480 311 664 565 294 639 240 410 307
internal_value=0 2.43251e-05 7.20547e-05 0.000126552 5.88113e-05 0.000195399 8.60947e-05 0.000295201
internal_weight=0 0.00927977 0.00827666 0.00712884 0.00607749 0.00442567 0.00338413 0.00232622
internal_count=3910 3599 2935 2370 2076 1596 1356 717
is_linear=0
shrinkage=0.00196078


Tree=8277
num_leaves=8
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split_feature=50 4 16 1 1 48 52
split_gain=2.64741e-05 3.39328e-05 3.24876e-05 4.04039e-05 4.0936e-05 4.06732e-05 4.97752e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 0.094485000000000013 0.11593500000000001 0.083775000000000002 0.0033900000000000002
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00034443887981721488 -0.00030810244389903281 0.00035091297104168705 -0.00043097768682426725 0.00052588549709589409 -1.0121301283982441e-05 0.00022299085256261502 4.3508509296540146e-05
leaf_weight=0.0010176079980614766 0.0010053746154587819 0.0010948135903448798 0.0016348321373368365 0.001067007462227879 0.0011257807687057241 0.001303716721635846 0.001770637362529089
leaf_count=210 715 396 837 379 187 339 847
internal_value=0 2.7355e-05 -1.73741e-05 3.08474e-05 0.000250699 -7.15243e-05 -0.000184274
internal_weight=0 0.0090144 0.00791958 0.00690197 0.00219279 0.00470919 0.00340547
internal_count=3910 3195 2799 2589 566 2023 1684
is_linear=0
shrinkage=0.00196078


Tree=8278
num_leaves=8
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split_feature=50 42 51 16 1 48 52
split_gain=3.31794e-05 3.20651e-05 3.16761e-05 4.17913e-05 6.525e-05 5.96257e-05 8.39904e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.30307999999999996 0.094695000000000015 0.08407000000000002 0.071660000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00023371171116048938 -0.00034328353311753672 -0.00022305080177484202 -0.00012573963839046396 -0.00051681613071615146 0.00062304410067421647 0.00043979120479750933 0.00023463866741804614
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leaf_count=875 715 481 448 391 385 208 407
internal_value=0 3.03101e-05 8.13562e-05 0.000133549 0.000228252 9.56709e-05 -8.99987e-05
internal_weight=0 0.00914726 0.00766525 0.00654335 0.00479282 0.00358791 0.0023305
internal_count=3910 3195 2320 1839 1391 1006 798
is_linear=0
shrinkage=0.00196078


Tree=8279
num_leaves=7
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split_feature=1 4 150 1 15 0
split_gain=1.02818e-05 2.99677e-05 2.35158e-05 2.72658e-05 2.34181e-05 1.29838e-05
threshold=0.085990000000000011 -0.15333499999999997 0.077110000000000012 0.10561500000000001 -0.064869999999999983 -0.087614999999999985
decision_type=2 2 2 2 2 2
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leaf_count=166 706 721 348 457 190 1322
internal_value=0 -0.00411092 0.00272053 -0.000953629 0.00507478 -0.0114711
internal_weight=0 0.00373572 0.00537035 0.00410487 0.00265322 0.00222989
internal_count=3910 2209 1701 1353 647 2043
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=8
num_cat=0
split_feature=50 4 151 4 0 16 3
split_gain=1.62485e-05 3.55824e-05 2.73121e-05 2.66311e-05 6.77586e-05 4.18875e-05 3.37966e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 -0.013199999999999998 -0.10071499999999999 -0.096824999999999981 -0.046444999999999993
decision_type=2 2 2 2 2 2 2
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leaf_count=454 731 396 1315 204 537 100 173
internal_value=0 2.01719e-05 -2.61091e-05 -8.03314e-05 -0.000204474 5.55574e-07 4.97589e-05
internal_weight=0 0.00876615 0.00770819 0.00633991 0.00324411 0.0021294 0.00309579
internal_count=3910 3179 2783 2329 841 304 1488
is_linear=0
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Tree=8281
num_leaves=7
num_cat=0
split_feature=42 49 160 1 4 3
split_gain=1.00252e-05 2.0886e-05 5.46427e-05 2.23502e-05 2.17491e-05 6.72507e-05
threshold=0.092145000000000019 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.0010999999999999996 -0.078884999999999997
decision_type=2 2 2 2 2 2
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internal_value=0 0.00137191 -0.0069305 0.00466254 0.00100854 0.00650621
internal_weight=0 0.00764488 0.00216997 0.00547492 0.00412558 0.0026222
internal_count=3910 3078 710 2368 2065 1567
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=7
num_cat=0
split_feature=50 160 4 42 43 1
split_gain=1.45145e-05 3.09416e-05 2.95094e-05 2.81238e-05 4.95631e-05 4.07256e-05
threshold=0.084340000000000012 -0.026849999999999995 0.24280000000000004 -1.0000000180025095e-35 -0.074254999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
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leaf_weight=0.0015484136783683149 0.0010119649873399075 0.0010058510740780912 0.001398219102138846 0.0014072420137364234 0.0016095070735852089 0.0016358512641669479
leaf_count=802 731 692 380 456 515 334
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internal_weight=0 0.00860508 0.00705667 0.00565845 0.0046526 0.00324536
internal_count=3910 3179 2377 1997 1305 849
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Tree=8283
num_leaves=7
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split_feature=4 4 4 16 43 1
split_gain=9.26288e-06 1.99207e-05 2.95731e-05 2.62466e-05 3.18532e-05 8.95873e-05
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decision_type=2 2 2 2 2 2
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leaf_count=1632 534 362 221 391 456 314
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internal_weight=0 0.0073871 0.00598211 0.00489276 0.00359452 0.00222457
internal_count=3910 3376 3014 2793 2402 770
is_linear=0
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Tree=8284
num_leaves=7
num_cat=0
split_feature=1 0 12 12 3 4
split_gain=9.4091e-06 2.26977e-05 1.79744e-05 3.03928e-05 2.62929e-05 2.75959e-05
threshold=0.076710000000000014 -0.076734999999999984 0.097345000000000015 0.051320000000000005 0.076695000000000013 0.0057500000000000008
decision_type=2 2 2 2 2 2
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leaf_value=-0.013893149349496488 0.016832752373016204 0.0031390298373407976 0.014405687175383597 -0.0157096967985349 -0.01278847665832299 0.0073015034530451248
leaf_weight=0.0014133676987365708 0.0011058972473689853 0.0017526827060040514 0.0010145267445586283 0.0010062858596908532 0.0012053212941541297 0.0015800057687199787
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internal_weight=0 0.00316605 0.00591204 0.00489751 0.00389122 0.00278533
internal_count=3910 2008 1902 1606 917 492
is_linear=0
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Tree=8285
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=3.05292e-05 3.22012e-05 3.98851e-05 3.48499e-05 5.51191e-05 8.23034e-05 5.64274e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -0.031409999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00027667492097723997 -0.00033257509235359015 0.00030465781582550465 -0.00062964779531114951 -0.00042159044118884772 0.00030425079213625958 -0.00031791799027287002 0.0002443899658083611
leaf_weight=0.0016304133897345596 0.0010084451624895524 0.0011730441634205894 0.0010044823919383382 0.0010165974784775164 0.0014265576728940349 0.0011335849298496005 0.001738194115399546
leaf_count=804 715 220 528 359 126 883 275
internal_value=0 2.69493e-05 -2.73928e-05 -8.90298e-05 -2.5275e-05 -0.000146548 2.24287e-05
internal_weight=0 0.00912287 0.00749246 0.00631942 0.00530282 0.00387626 0.00287178
internal_count=3910 3195 2391 2171 1812 1686 1158
is_linear=0
shrinkage=0.00196078


Tree=8286
num_leaves=7
num_cat=0
split_feature=50 160 4 42 43 1
split_gain=1.78407e-05 2.50103e-05 2.75298e-05 3.37186e-05 5.57633e-05 4.22945e-05
threshold=0.084340000000000012 -0.026849999999999995 0.24280000000000004 -1.0000000180025095e-35 -0.074254999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00024864853329973643 -0.00024877725251685627 -0.00040864081357775686 0.00021907982111482572 0.00030589290103187009 6.6550636392782511e-05 -0.00037922049088676732
leaf_weight=0.0015603239525187754 0.0010332487280059711 0.0010224203381860985 0.0014201304322566761 0.0014388822661919381 0.0016299803023674096 0.0016433307256675052
leaf_count=802 731 692 380 456 515 334
internal_value=0 2.37206e-05 -2.53322e-05 -8.58588e-05 -1.58238e-05 -0.000157244
internal_weight=0 0.00871507 0.00715474 0.00573461 0.00471219 0.00327331
internal_count=3910 3179 2377 1997 1305 849
is_linear=0
shrinkage=0.00196078


Tree=8287
num_leaves=8
num_cat=0
split_feature=42 403 42 160 1 4 13
split_gain=2.04776e-05 4.06519e-05 3.95873e-05 4.65251e-05 4.87012e-05 7.12433e-05 5.49934e-05
threshold=0.092145000000000019 0.010605000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086560000000000012 0.022820000000000003 -0.084084999999999979
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00037592971885236836 -0.00020352095100745619 0.00040525918312643577 -0.00025248513181634483 4.9067443025907128e-05 -0.00043755516395893959 0.00021694232654083625 0.00067114115594898939
leaf_weight=0.0010060848374216181 0.0016410082661865834 0.0010085271937088471 0.0015584528713816631 0.0011147482245260438 0.0010536873499205198 0.0016263745794900227 0.0010715818049809262
leaf_count=832 832 369 765 263 424 245 180
internal_value=0 3.58643e-05 -1.427e-05 4.23633e-05 0.000136788 -4.03785e-05 0.000353963
internal_weight=0 0.00843946 0.00743093 0.00642484 0.00486639 0.00268006 0.00218633
internal_count=3910 3078 2709 1877 1112 669 443
is_linear=0
shrinkage=0.00196078


Tree=8288
num_leaves=6
num_cat=0
split_feature=42 133 49 47 16
split_gain=9.4211e-06 1.89683e-05 2.42771e-05 2.98563e-05 4.37764e-05
threshold=0.092145000000000019 0.065880000000000008 -0.0019649999999999997 0.09550500000000002 -0.049719999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_value=-0.011101540179957141 -0.0074213109932866539 0.011156625233499145 -0.01374500838000872 0.016927263971260615 0.0096020769451907063
leaf_weight=0.0017570822140624311 0.0014631824169584846 0.0015647097194373943 0.0016045152394022959 0.0011159511624149951 0.0016079269676396054
leaf_count=436 832 923 920 188 611
internal_value=0 0.00133669 -0.00118823 0.00283601 -0.00205907
internal_weight=0 0.00765019 0.00608548 0.00432839 0.00321244
internal_count=3910 3078 2155 1719 1531
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=7
num_cat=0
split_feature=50 15 133 3 47 4
split_gain=2.11312e-05 3.08193e-05 2.89929e-05 3.8765e-05 2.93224e-05 6.06332e-05
threshold=0.086465000000000014 -0.106555 0.087330000000000019 -0.100615 0.09252500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00026183430153849774 -0.00027341301081799544 0.00033892200327488955 -0.00029964166168324347 -0.0001977429027127056 -0.00033849361749310698 0.00032516635977867083
leaf_weight=0.0017272443609576199 0.0010019190596984974 0.0012188577945176863 0.0012624161867409228 0.0019338273127634154 0.0010710904930234114 0.001524739493188276
leaf_count=599 715 322 643 1164 137 330
internal_value=0 2.72269e-05 -3.05721e-05 2.85176e-05 -5.50072e-05 3.27862e-05
internal_weight=0 0.00873818 0.00701093 0.00574852 0.00452966 0.00345857
internal_count=3910 3195 2596 1953 1631 1494
is_linear=0
shrinkage=0.00196078


Tree=8290
num_leaves=9
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split_feature=50 133 160 42 15 2 2 16
split_gain=1.65741e-05 2.79535e-05 3.64017e-05 3.45056e-05 4.84401e-05 4.40332e-05 5.35215e-05 4.78281e-06
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.094425000000000023 0.035895000000000003 0.10796500000000002 0.088820000000000024 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00019955725128665506 -0.00023709219576067454 -0.00024769973020514487 -0.00024459526200773789 0.00046209065491748793 -0.00029044358600754922 -0.00016505165899279568 0.00065481579877557021 9.3107524224261349e-06
leaf_weight=0.0010057830385143611 0.0010355355090008152 0.0012390589394016428 0.0011897192329588697 0.0010069054220294927 0.0011481354874411124 0.0011371600190383121 0.0010149044078519363 0.0010266443516508054
leaf_count=210 731 617 300 298 695 323 339 397
internal_value=0 2.52106e-05 7.01223e-05 0.000129184 6.63251e-05 0.000164215 0.000287086 0.000103458
internal_weight=0 0.00876831 0.00752925 0.00633953 0.00533263 0.00418449 0.00304733 0.00203243
internal_count=3910 3179 2562 2262 1964 1269 946 607
is_linear=0
shrinkage=0.00196078


Tree=8291
num_leaves=9
num_cat=0
split_feature=50 156 1 2 151 15 2 2
split_gain=1.97634e-05 2.86298e-05 3.63203e-05 4.99862e-05 8.47244e-05 3.53034e-05 2.45846e-05 6.35346e-05
threshold=0.086465000000000014 0.083820000000000019 0.076710000000000014 0.086650000000000019 -0.0088999999999999982 -0.064869999999999983 0.091525000000000009 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.00034372059006823234 -0.00026850772689598256 -0.00029319905901086337 -0.00028573162645615556 -7.9912777147919615e-05 0.00064821423586987608 0.00019937131728246877 0.00033577306182127259 -0.00033184801890365483
leaf_weight=0.0010875000125085731 0.0010296282420515805 0.0010108985399889707 0.0011611782849519051 0.0010320939067859185 0.0015181666361080153 0.0011460316239838477 0.0011469217539971429 0.0010495432268543062
leaf_count=884 715 525 291 189 342 298 389 277
internal_value=0 1.80223e-05 5.66658e-05 0.000164349 0.00035354 -4.47725e-05 -0.000102614 1.67617e-05
internal_weight=0 0.00915233 0.00814144 0.00485747 0.00255026 0.00230721 0.00328396 0.00219646
internal_count=3910 3195 2670 1120 531 589 1550 666
is_linear=0
shrinkage=0.00196078


Tree=8292
num_leaves=6
num_cat=0
split_feature=1 16 15 16 4
split_gain=8.92523e-06 1.86647e-05 2.99039e-05 5.35518e-05 1.85344e-05
threshold=0.076710000000000014 0.10994000000000002 -0.0089749999999999986 -0.09601999999999998 -0.082054999999999975
decision_type=2 2 2 2 2
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leaf_value=0.0026982913064697244 0.012789491282682792 -0.0093781852103055219 0.017753554454636469 -0.011921504380385244 -0.012599781306445186
leaf_weight=0.0017203153309001355 0.0017067925184298702 0.0011266675181893279 0.0013188976582195985 0.0018038410708321366 0.0014675802091558823
leaf_count=521 456 368 619 459 1487
internal_value=0 0.00221174 0.00491551 9.2436e-05 -0.00434433
internal_weight=0 0.0059562 0.00482953 0.00351063 0.0031879
internal_count=3910 1902 1534 915 2008
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=7
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split_feature=50 160 49 133 43 4
split_gain=9.26978e-06 2.5022e-05 2.56273e-05 1.92687e-05 4.32928e-05 3.45516e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.081419999999999979 0.086685000000000012 -0.074254999999999988 0.0057500000000000008
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014511820071809343 0.0010044932838690597 0.0010536764492133539 0.0014657714831856493 0.0010582240226589164 0.0013728678702881389 0.0017255684245794602
leaf_count=796 779 212 412 521 811 379
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internal_weight=0 0.00812729 0.00667611 0.00562243 0.00456421 0.00309844
internal_count=3910 3131 2335 2123 1602 1190
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=8
num_cat=0
split_feature=50 160 49 3 52 12 16
split_gain=3.47769e-05 3.31276e-05 2.62243e-05 2.40401e-05 6.13654e-05 4.31894e-05 1.94019e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 -0.076734999999999984 0.048490000000000012 0.081660000000000024 -0.094359999999999986
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=0.00028619650552978243 -0.00035015878956887078 0.00024694783216288788 -0.00056237937725823811 -0.00031717861662912124 8.1380923309963354e-05 0.00031062086284246708 2.5357473597042162e-05
leaf_weight=0.0016232710490728802 0.0010152536300449587 0.0011601664752206595 0.0011170193883351146 0.0011494650178489971 0.0011609955956820562 0.0013014486960487986 0.0014225522795046092
leaf_count=804 715 220 756 263 605 298 249
internal_value=0 3.28053e-05 -2.34505e-05 -7.44474e-05 -0.000234285 1.95545e-05 -0.000127726
internal_weight=0 0.00893492 0.00731165 0.00615148 0.00227801 0.00387347 0.00257202
internal_count=3910 3195 2391 2171 1361 810 512
is_linear=0
shrinkage=0.00196078


Tree=8295
num_leaves=7
num_cat=0
split_feature=50 15 43 133 13 52
split_gain=2.30621e-05 2.61318e-05 3.06055e-05 4.48053e-05 6.48706e-05 6.10648e-05
threshold=0.086465000000000014 -0.106555 0.013605000000000001 1.0000000180025095e-35 0.00079000000000000012 -0.068164999999999989
decision_type=2 2 2 2 2 2
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leaf_count=599 715 345 366 831 296 758
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internal_weight=0 0.00893921 0.00718075 0.00573905 0.00461748 0.00344112
internal_count=3910 3195 2596 2230 1399 1103
is_linear=0
shrinkage=0.00196078


Tree=8296
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 3 16
split_gain=1.05138e-05 3.55146e-05 3.55164e-05 2.79168e-05 4.33629e-05 4.45969e-05 3.57281e-05
threshold=0.17936000000000002 0.010605000000000002 -0.079684999999999992 -0.100615 0.094485000000000013 0.090325000000000003 -0.075409999999999991
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011317746956828216 0.0010032845881370296 0.0010062777179484167 0.0010978013998774166 0.001697433939826418 0.0010292313500299512 0.001076427506252281 0.0011044757618640345
leaf_count=737 221 442 326 1405 315 79 385
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internal_weight=0 0.00814342 0.00713714 0.00600537 0.00490757 0.00277386 0.00213371
internal_count=3910 3689 3247 2510 2184 1484 700
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=7
num_cat=0
split_feature=42 133 15 3 16 2
split_gain=1.37266e-05 2.34661e-05 2.98829e-05 2.55473e-05 4.05528e-05 4.62388e-05
threshold=0.092145000000000019 0.065880000000000008 0.079360000000000014 -0.100615 -0.19424999999999998 0.089910000000000004
decision_type=2 2 2 2 2 2
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leaf_weight=0.00109635034399308 0.0015546212929339861 0.0016626128155986519 0.0010091417200476941 0.001013953856738161 0.0016938717292677825 0.0016510821548604087
leaf_count=306 832 923 796 223 425 405
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internal_weight=0 0.00812701 0.0064644 0.00545526 0.00435891 0.00334495
internal_count=3910 3078 2155 1359 1053 830
is_linear=0
shrinkage=0.00196078


Tree=8298
num_leaves=7
num_cat=0
split_feature=42 133 15 1 3 3
split_gain=9.37802e-06 2.00066e-05 2.40471e-05 1.74746e-05 6.57994e-05 3.27337e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.094485000000000013 0.11265500000000002 0.084925000000000014
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012504136991483466 0.0014683024307409823 0.0015704651436710031 0.0012070575018835747 0.0012898075812547019 0.0013123152463800081 0.001036380019144835
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internal_weight=0 0.00766644 0.00609597 0.00488892 0.00260212 0.00228679
internal_count=3910 3078 2155 1331 639 692
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=7
num_cat=0
split_feature=50 160 42 43 150 4
split_gain=8.5655e-06 2.36375e-05 2.4724e-05 2.95754e-05 2.92281e-05 3.32151e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 1.0000000180025095e-35 -0.056579999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
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leaf_value=0.012610777504006496 -0.0087762088230627072 -0.015177643317338811 0.012288089772875189 0.0042295610803388247 0.011001207444239141 -0.017665472162503637
leaf_weight=0.001445592275364011 0.0010032650088551151 0.0011022651025000196 0.0016828996289212036 0.0011695208549015144 0.0010151294011976042 0.0016999725280414362
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internal_weight=0 0.00811538 0.00666979 0.00556752 0.00388462 0.00286949
internal_count=3910 3131 2335 1583 1057 883
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=8
num_cat=0
split_feature=42 157 0 2 16 2 48
split_gain=9.01046e-06 1.99159e-05 3.67455e-05 5.11696e-05 3.80954e-05 3.22535e-05 4.41908e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 -0.083564999999999987 0.11230000000000001 0.084260000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.011753861055305029 -0.0072374650219389353 0.00095459829233844173 0.018404759563067068 -0.00031683372983965451 -0.026245033017192984 -0.0059555287506462265 0.028663344477501674
leaf_weight=0.0010104722253852323 0.0014651005747701304 0.0010254760824742926 0.0012981344621493191 0.0010093251539686507 0.0010342748466391598 0.0011625041450292035 0.0010992064699084445
leaf_count=625 832 449 241 650 570 316 227
internal_value=0 0.0013238 0.00331728 -0.000356766 -0.0127033 0.00741778 0.0147909
internal_weight=0 0.00763939 0.00662892 0.00533079 0.00205975 0.00327104 0.00210853
internal_count=3910 3078 2453 2212 1019 1193 877
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=8
num_cat=0
split_feature=50 160 133 2 42 42 16
split_gain=2.50467e-05 2.29493e-05 5.21859e-05 3.22251e-05 4.01942e-05 4.83815e-05 1.58364e-05
threshold=0.086465000000000014 0.087825000000000014 0.087895000000000015 0.10796500000000002 -1.0000000180025095e-35 0.084100000000000022 -0.055679999999999993
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=-0.0001092417285791226 -0.00029796572108512789 -0.00020126860193231085 -0.00033343117793156171 -8.5260770143633294e-05 0.00066117870426101236 2.3998267414688086e-05 0.00032914191337189886
leaf_weight=0.0010536593471139888 0.0010112392590907815 0.0014099673434411824 0.0010481012940934111 0.0017725638854080451 0.0011597144914341354 0.001278530002178614 0.0010543349708916118
leaf_count=542 715 375 625 507 172 646 328
internal_value=0 2.79144e-05 7.17783e-05 0.00013899 0.000226425 0.000327691 0.000503062
internal_weight=0 0.00877687 0.0073669 0.0063188 0.00454624 0.00349258 0.00221405
internal_count=3910 3195 2820 2195 1688 1146 500
is_linear=0
shrinkage=0.00196078


Tree=8302
num_leaves=6
num_cat=0
split_feature=4 160 43 4 1
split_gain=1.02572e-05 2.11116e-05 3.18759e-05 5.1857e-05 4.70199e-05
threshold=-0.34687499999999999 0.087825000000000014 -0.079804999999999987 -1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0075788506349911888 -0.007560329441325165 -0.010898547596813427 0.021015518298521486 -0.011797410860862551 0.01467797831442764
leaf_weight=0.0015100544353492612 0.0018058980131308239 0.0011714220813616788 0.0018587600498694711 0.0015873408952867061 0.001161764083942777
leaf_count=291 1048 411 1306 509 345
internal_value=0 0.00144606 0.00370071 0.00811409 -0.000608985
internal_weight=0 0.00758519 0.00641376 0.00460787 0.0027491
internal_count=3910 3619 3208 2160 854
is_linear=0
shrinkage=0.1


Tree=8303
num_leaves=8
num_cat=0
split_feature=50 160 42 15 1 15 4
split_gain=1.87224e-05 2.19851e-05 2.80075e-05 3.54076e-05 5.42216e-05 5.29113e-05 3.45232e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.041585000000000004 0.11052000000000002 -0.021529999999999997 0.015635000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00023359801972978804 -0.00025653293262626508 -0.00029456837619720516 1.4566204889625457e-05 0.00033321155137466167 -0.00040498966123708236 -0.00020552685238929775 0.00051089098007349606
leaf_weight=0.0015923532398757004 0.0010124242572595388 0.0011994802664384765 0.001033370440478144 0.0012115172302413777 0.0011907732768369527 0.0015055653646270698 0.0011258465654948768
leaf_count=804 715 766 317 535 331 238 204
internal_value=0 2.49337e-05 -2.07919e-05 3.33346e-05 -4.14881e-05 7.6622e-05 0.000273357
internal_weight=0 0.00885891 0.00726655 0.00606707 0.00485556 0.00366478 0.00215922
internal_count=3910 3195 2391 1625 1090 759 521
is_linear=0
shrinkage=0.00196078


Tree=8304
num_leaves=9
num_cat=0
split_feature=11 3 42 3 43 2 13 4
split_gain=3.53412e-05 3.39143e-05 3.63843e-05 5.73213e-05 4.8575e-05 2.77025e-05 4.26139e-05 3.71115e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.087904999999999983 -0.078884999999999997 -0.057994999999999998 0.085805000000000006 -0.26418499999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00035492813573310641 -0.00035147268507201097 0.00033307889022670035 -0.00047388840049043487 0.00039522269887797191 0.00019920003305612196 0.0001686221704786214 -0.00056074274106333096 -8.6647186075944284e-05
leaf_weight=0.0011240426359335485 0.0010047978338701665 0.0010437949267221285 0.0010842234268439018 0.0010674580408168459 0.0011533940193699209 0.0011350118602324578 0.0010981140086579499 0.0015045501200715631
leaf_count=222 304 396 1354 580 264 154 351 285
internal_value=0 3.57982e-05 -8.56131e-06 -5.91953e-05 1.6263e-05 -6.64436e-05 -0.000148417 -0.000286677
internal_weight=0 0.00921059 0.00808655 0.00704275 0.00595853 0.00489107 0.00373768 0.00260266
internal_count=3910 3606 3384 2988 1634 1054 790 636
is_linear=0
shrinkage=0.00196078


Tree=8305
num_leaves=7
num_cat=0
split_feature=42 47 4 2 43 13
split_gain=8.94437e-06 1.5861e-05 2.98859e-05 5.41124e-05 3.16731e-05 4.18254e-05
threshold=-0.082904999999999993 0.096175000000000024 0.0057500000000000008 0.11230000000000001 -0.062599999999999989 -0.09547499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0077041998039078345 0.0091039864988240581 -0.01138698485882806 0.020065843003321173 -0.0091396898346558508 0.0042120464734256386 -0.021039863183523185
leaf_weight=0.0012785177871135053 0.0011328490371426379 0.0013037555149105432 0.0016457360323562939 0.001032366596419399 0.0011036244123258758 0.0016169024519839086
leaf_count=577 910 348 493 314 184 1084
internal_value=0 -0.00131658 0.000693583 0.00880757 -0.00494565 -0.010796
internal_weight=0 0.00783523 0.00653148 0.0026781 0.00385338 0.00272053
internal_count=3910 3333 2985 807 2178 1268
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=9
num_cat=0
split_feature=12 159 15 13 4 4 13 49
split_gain=1.66464e-05 3.58817e-05 4.20932e-05 4.05878e-05 5.28686e-05 5.77094e-05 3.90932e-05 3.8182e-05
threshold=0.10595000000000002 0.085035000000000013 -0.11739999999999999 -0.09547499999999999 0.097045000000000006 -0.034289999999999994 0.0015650000000000002 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=-0.00027737218030262137 -0.00023228221424085942 -0.00032606919141369936 0.0004807114067950346 -0.00031194837105626139 -0.00033891034636258444 7.2052455898589666e-05 0.00020520895634002959 0.00056560020902579502
leaf_weight=0.0011659091130990472 0.001102403793114169 0.0010055826391859287 0.0010483286271116702 0.0012351755510808134 0.0010402639135898414 0.0010449917863815923 0.0010310937158117858 0.001423666457685628
leaf_count=374 391 544 238 1106 165 189 292 611
internal_value=0 2.30023e-05 6.69379e-05 0.000125769 6.13387e-05 0.000149273 -7.66552e-05 0.00035668
internal_weight=0 0.00899501 0.00798943 0.00682352 0.00577519 0.00473493 0.00226627 0.00246866
internal_count=3910 3519 2975 2601 2363 2198 1398 800
is_linear=0
shrinkage=0.00196078


Tree=8307
num_leaves=7
num_cat=0
split_feature=49 160 2 4 1 3
split_gain=8.63863e-06 1.98361e-05 3.47727e-05 4.94948e-05 7.91131e-05 1.94413e-05
threshold=0.10447000000000002 0.087825000000000014 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.017540462088951343 0.0086692735597453177 -0.0130611582694748 0.01602713240220972 0.0066087648201460895 -0.016126488585102936 0.024008183554306568
leaf_weight=0.0015652581992098968 0.0010103048093454041 0.001190210662699474 0.0012478876264915111 0.0016794251826462697 0.0013813187020054133 0.0010397607985117435
leaf_count=668 378 368 461 1608 305 122
internal_value=0 -0.00113711 0.000915664 -0.00241265 0.00336199 0.0132619
internal_weight=0 0.00810386 0.00691365 0.00566576 0.0041005 0.00271919
internal_count=3910 3532 3164 2703 2035 1730
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=7
num_cat=0
split_feature=43 16 133 42 2 2
split_gain=9.18268e-06 2.94046e-05 3.17294e-05 3.24473e-05 3.01682e-05 5.62971e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0078218951231525374 -0.0030687802941814354 -0.01373166325234796 0.017312686040487864 -0.017360178354505026 -0.010519487058027108 0.025490004366677213
leaf_weight=0.001275641341044507 0.0017796021540698885 0.0015359096429935553 0.0010787042348531905 0.0010370241407014306 0.0012595965070444325 0.0011276167088898486
leaf_count=275 670 563 1053 777 280 292
internal_value=0 -0.0013285 0.00170373 -0.00153185 0.00240746 0.00800825
internal_weight=0 0.00781845 0.00628254 0.00520384 0.00416682 0.00290722
internal_count=3910 3635 3072 2019 1242 962
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=8
num_cat=0
split_feature=1 12 47 52 13 43 15
split_gain=8.98491e-06 2.14356e-05 2.55549e-05 3.32046e-05 3.46628e-05 2.36028e-05 1.16266e-05
threshold=0.12864500000000004 0.10129000000000001 0.09252500000000001 -0.087604999999999988 -0.086679999999999993 -0.078079999999999997 -0.074174999999999977
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=-0.012330637039580577 0.0085248739156607526 -0.014603466018874068 -0.012882578994045546 -0.0082138234868018006 0.024204116632619552 0.013477493763589882 -9.6029299331865255e-05
leaf_weight=0.0010806946587497953 0.0010792277561499372 0.0010376712243940324 0.0011406841879482788 0.001127219426275724 0.0010856367439728114 0.001240433488887779 0.0012845503808316652
leaf_count=621 331 438 289 528 590 213 900
internal_value=0 -0.00119566 0.000803548 0.00348662 0.00709451 0.0118737 0.00657215
internal_weight=0 0.00799689 0.00695922 0.00581853 0.00473784 0.00361062 0.00252498
internal_count=3910 3579 3141 2852 2231 1703 1113
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=8
num_cat=0
split_feature=50 160 42 151 160 43 13
split_gain=3.76215e-05 2.96244e-05 2.97001e-05 4.00314e-05 3.30888e-05 3.95839e-05 5.83638e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 -0.074254999999999988 -0.014114999999999997
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=0.00027571620285922753 -0.00036457240352379599 -0.00029596481306992976 -0.00027869039490071901 0.00052600888678972499 -0.00016551661927639185 -0.00017323669027987515 0.00042175582995800049
leaf_weight=0.001614446507316205 0.0010064963806544593 0.0012275970845704986 0.0012236378969483113 0.0010781518553296663 0.0011940451257033665 0.0014949914594319562 0.0011003714339102928
leaf_count=804 715 766 334 246 274 554 217
internal_value=0 3.53031e-05 -1.77294e-05 3.83451e-05 0.000118044 0.000210212 7.90258e-05
internal_weight=0 0.00893324 0.00731879 0.0060912 0.00486756 0.00367351 0.00259536
internal_count=3910 3195 2391 1625 1291 1017 771
is_linear=0
shrinkage=0.00196078


Tree=8311
num_leaves=7
num_cat=0
split_feature=50 160 4 42 43 1
split_gain=1.9558e-05 2.992e-05 3.01296e-05 3.88354e-05 5.42996e-05 7.67425e-05
threshold=0.086465000000000014 -0.026849999999999995 0.24280000000000004 0.091230000000000019 -0.020804999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00026452780012564128 -0.0002629158312894848 -0.00052408686680997037 0.00022335735560303208 0.00020709020331090541 0.00024056170094234977 -0.00035724386942351624
leaf_weight=0.0016125188651669635 0.0010272912654335472 0.0012612295484283297 0.001441770810955964 0.0012921528942076051 0.0017227342322663792 0.0015854115542281962
leaf_count=804 715 716 380 435 564 296
internal_value=0 2.27943e-05 -3.05788e-05 -9.304e-05 -0.000177912 -4.59335e-05
internal_weight=0 0.00891582 0.0073033 0.00586153 0.00456938 0.00330815
internal_count=3910 3195 2391 2011 1576 860
is_linear=0
shrinkage=0.00196078


Tree=8312
num_leaves=8
num_cat=0
split_feature=1 4 12 1 47 1 15
split_gain=2.31183e-05 3.95098e-05 2.66063e-05 6.34762e-05 5.75188e-05 1.67403e-05 1.56169e-05
threshold=0.085990000000000011 -0.15333499999999997 -1.0000000180025095e-35 0.092550000000000007 0.09252500000000001 0.11198000000000001 0.085120000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -3
right_child=2 6 3 4 -6 -7 -8
leaf_value=0.00011657586479896355 0.00034915015205089342 -0.00040459578017951192 0.00037902787272827044 -0.00010424143272068798 -0.00044780022072327715 0.00023911250795019697 -8.8179783812869953e-05
leaf_weight=0.0016711275948648337 0.0011041260066194302 0.0014499077394840203 0.0013160180635255654 0.0010773754814155795 0.0013273536957104492 0.0011067495192290649 0.0010227146784961721
leaf_count=166 443 1294 387 404 205 262 749
internal_value=0 -0.000116319 7.45588e-05 1.17553e-05 -0.00012589 6.97444e-05 -0.000273721
internal_weight=0 0.00414375 0.00593162 0.0048275 0.00351148 0.00218413 0.00247262
internal_count=3910 2209 1701 1258 871 666 2043
is_linear=0
shrinkage=0.00196078


Tree=8313
num_leaves=8
num_cat=0
split_feature=3 4 0 3 15 4 1
split_gain=9.32164e-06 1.58093e-05 2.57049e-05 3.69018e-05 3.02756e-05 3.59545e-05 3.74915e-05
threshold=0.15165000000000003 -0.34687499999999999 -0.060094999999999989 -0.089974999999999986 0.083935000000000023 0.053925000000000008 0.091845000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.01225263822990832 0.0090289249720456877 -0.018563899641864171 0.013423840614454358 -0.0071780498494375573 0.016052424768190753 -0.016488211494057825 0.018814351403946314
leaf_weight=0.0011115346556849577 0.0010065367589881203 0.0011189091686152012 0.001275272673301092 0.0012151149281826106 0.0011120920409903447 0.0012490267543732287 0.0010213962428767792
leaf_count=274 209 585 382 815 949 479 217
internal_value=0 -0.00117472 0.000586407 -0.00227743 0.00168615 -0.00289753 0.00469247
internal_weight=0 0.00810335 0.00699181 0.00571654 0.00459763 0.00348554 0.00223651
internal_count=3910 3701 3427 3045 2460 1511 1032
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=8
num_cat=0
split_feature=50 4 16 0 48 42 43
split_gain=1.81628e-05 3.01566e-05 2.52966e-05 4.77427e-05 8.48689e-05 4.79053e-05 3.65543e-05
threshold=0.084340000000000012 0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.084795000000000023 -1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.00028369252286102454 -0.00025347033913375444 0.00033274904574652806 0.00066661974301754324 -0.0004666548186601741 -0.00011418580125269853 0.00027144889828975777 -0.00014767679126663296
leaf_weight=0.0011860265982743898 0.001025244127748519 0.0010578215724498458 0.0010462049855054101 0.0010017081029010874 0.0010957743307354328 0.0013476339809847006 0.001968883840556007
leaf_count=225 731 396 176 720 153 644 865
internal_value=0 2.24521e-05 -2.0476e-05 2.78478e-05 0.000267182 -9.08699e-05 2.26308e-05
internal_weight=0 0.00870405 0.00764623 0.00646021 0.00214198 0.00431823 0.00331652
internal_count=3910 3179 2783 2558 329 2229 1509
is_linear=0
shrinkage=0.00196078


Tree=8315
num_leaves=7
num_cat=0
split_feature=4 4 2 4 49 3
split_gain=9.45466e-06 1.87988e-05 2.67575e-05 3.48003e-05 2.04941e-05 4.68385e-06
threshold=0.24280000000000004 0.055260000000000011 0.106285 -0.08422499999999998 -0.00064499999999999985 -0.076734999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
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leaf_weight=0.0014640726733910108 0.0018093704434742654 0.0013178990103628746 0.0013430820913267671 0.0011554237495387458 0.0010099681719490518 0.0010033460859464579
leaf_count=654 549 347 429 460 1063 408
internal_value=0 -0.00165289 0.000731231 -0.00287165 0.0030196 0.00911197
internal_weight=0 0.00729379 0.00597589 0.00463281 0.00316874 0.00201331
internal_count=3910 3361 3014 2585 1931 1471
is_linear=0
shrinkage=0.1


Tree=8316
num_leaves=8
num_cat=0
split_feature=50 133 3 3 43 3 2
split_gain=2.36564e-05 2.98554e-05 3.87871e-05 5.20191e-05 4.403e-05 3.72855e-05 4.03789e-05
threshold=0.086465000000000014 0.090085000000000012 -0.100615 -0.076734999999999984 -0.074254999999999988 0.084925000000000014 0.11230000000000001
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=0.00032807892493503442 -0.00028217822195044008 -0.00024681237091448848 -0.00038651033853109846 0.00045101974121473503 -0.00031692969282594996 0.00028989688309472662 -0.0001872924645646191
leaf_weight=0.0017861816113267162 0.0010495533430243684 0.0012992061605076799 0.0010998957163393447 0.0010063493034869796 0.0010908117403181285 0.0017931698578449312 0.0010999699205814853
leaf_count=417 715 622 1077 300 361 231 187
internal_value=0 2.85778e-05 7.40034e-05 -5.13944e-07 8.45622e-05 -8.00521e-06 0.00010847
internal_weight=0 0.00917558 0.00787638 0.0060902 0.0049903 0.00398395 0.00289314
internal_count=3910 3195 2573 2156 1079 779 418
is_linear=0
shrinkage=0.00196078


Tree=8317
num_leaves=8
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split_feature=42 160 43 52 2 4 3
split_gain=1.95267e-05 2.44716e-05 3.58672e-05 4.05956e-05 4.03707e-05 5.14283e-05 3.99993e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00020446106931051443 3.229486967431287e-05 -0.00025792264633440744 -0.00035377785229162063 0.00052412239794490979 -0.00015220985438423355 -5.7718144248305261e-05 0.00056147095399425165
leaf_weight=0.001628779681126828 0.001181092979387553 0.0010000775879784943 0.0011034120858925221 0.0011930427761615659 0.0017869819641462888 0.0011442003144007836 0.0010264448173649286
leaf_count=1060 490 253 363 653 315 266 510
internal_value=0 3.00429e-05 6.87761e-05 -1.9722e-05 6.96526e-05 0.000239282 0.000278347
internal_weight=0 0.00843525 0.00743517 0.00522764 0.00412423 0.00233724 0.00220754
internal_count=3910 2850 2597 1597 1234 919 1000
is_linear=0
shrinkage=0.00196078


Tree=8318
num_leaves=7
num_cat=0
split_feature=50 160 4 42 12 1
split_gain=1.11045e-05 2.59359e-05 2.30755e-05 3.42789e-05 5.55975e-05 5.45207e-05
threshold=0.084340000000000012 -0.026849999999999995 0.24280000000000004 0.091230000000000019 0.086935000000000012 0.086560000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00024590009374030216 -0.00019916759790310703 0.0003224354511547411 0.00018974149537267734 0.00019616278337132963 -0.00047975103688719484 -0.00022540918769822034
leaf_weight=0.0015563335602153741 0.0010253778395457559 0.0011351487470045072 0.0014238347131585024 0.0012593213298702603 0.00148553908948749 0.0018152218702373211
leaf_count=802 731 467 380 432 774 324
internal_value=0 1.66045e-05 -3.35229e-05 -8.93401e-05 -0.000170392 -1.46271e-05
internal_weight=0 0.0086754 0.00711907 0.00569523 0.00443591 0.00295037
internal_count=3910 3179 2377 1997 1565 791
is_linear=0
shrinkage=0.00196078


Tree=8319
num_leaves=9
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split_feature=4 0 0 2 48 15 4 42
split_gain=4.29224e-05 5.24235e-05 4.93797e-05 7.71764e-05 5.09076e-05 3.074e-05 2.8683e-05 2.57479e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.10071499999999999 0.08400500000000001 0.087945000000000009 -0.10312999999999999 0.044585000000000007 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 -5
right_child=1 -3 3 7 -6 6 -8 -9
leaf_value=-0.00039034581020537507 -7.6550845916174602e-06 0.0004141519569762886 -0.00055091158268942835 -0.00017336561447070457 -0.00017756196502644392 0.00015195582145390376 0.00061392416113712725 0.00024975648576424411
leaf_weight=0.0010375235733555066 0.0011650187404242127 0.0011932020893001402 0.0014370268979582101 0.0011356171255060919 0.0016334251401190101 0.0010005124122087754 0.0010686322553497653 0.0010776190092073603
leaf_count=208 211 252 879 835 223 214 153 935
internal_value=0 2.92345e-05 -2.46857e-05 -0.000197084 0.000104598 0.000247104 0.000390544 3.26515e-05
internal_weight=0 0.00971105 0.00851785 0.00365026 0.00486759 0.00323416 0.00206914 0.00221324
internal_count=3910 3702 3450 2649 801 578 367 1770
is_linear=0
shrinkage=0.00196078


Tree=8320
num_leaves=7
num_cat=0
split_feature=52 13 13 12 16 12
split_gain=8.60692e-06 2.64981e-05 2.82533e-05 4.48974e-05 3.49851e-05 6.82143e-06
threshold=0.11401500000000002 -0.090744999999999978 -0.017604999999999999 0.086865000000000012 -0.071799999999999989 0.088965000000000002
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.016819708168736763 -0.0077127821751977396 -0.016293718978065915 -0.016594531029642135 0.017314095023426557 0.0038712197928951683 0.0053084833418204601
leaf_weight=0.0010030159872307974 0.0012680976741124084 0.0011540475175460443 0.0014449356734562509 0.0012599776905136127 0.0019796423148586827 0.0010576004888353443
leaf_count=374 647 1277 320 730 416 146
internal_value=0 0.00116239 -0.00227841 0.00117428 -0.00476392 0.0109116
internal_weight=0 0.00789922 0.0058386 0.00468456 0.00342458 0.00206062
internal_count=3910 3263 2743 1466 736 520
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 4 2
split_gain=1.3047e-05 3.50618e-05 3.65252e-05 3.46407e-05 4.43233e-05 3.46747e-05 1.54751e-05
threshold=0.17936000000000002 0.03138500000000001 -0.079684999999999992 -0.115685 0.10285500000000002 -0.0040999999999999986 0.090050000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00033622403733554051 -0.0002045593338054003 0.0003508177597662637 0.00036426959012994314 -0.00038909736047619629 0.00021398885979663631 0.00016237380103187749 -0.00017137187035140596
leaf_weight=0.0012188563438064823 0.0011019466812481728 0.001090920573608249 0.0010261768957238876 0.0014595713549419905 0.0019018668178748237 0.0011174117702396162 0.0010233170508052415
leaf_count=737 221 418 280 1224 551 193 286
internal_value=0 2.17064e-05 -2.46373e-05 3.35366e-05 -2.81464e-05 -0.000156055 2.83578e-06
internal_weight=0 0.00883812 0.0077472 0.00652834 0.00550217 0.0036003 0.00214073
internal_count=3910 3689 3271 2534 2254 1703 479
is_linear=0
shrinkage=0.00196078


Tree=8322
num_leaves=7
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split_feature=47 0 15 0 43 13
split_gain=8.947e-06 1.82255e-05 2.1402e-05 2.84732e-05 4.09645e-05 4.34737e-05
threshold=0.09550500000000002 -0.22851499999999997 -0.10192499999999999 -0.10071499999999999 -0.083899999999999988 -0.089189999999999978
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.0097909637488390114 0.0062891345540846376 -0.016987626014466843 0.011546805290487919 0.007861466346633152 0.0025171325688549025 -0.024694065291409873
leaf_weight=0.0011804169784498898 0.0017864312157652188 0.0010224212272011294 0.0013161624841167658 0.0014414407558117348 0.0010016681855604928 0.0014186901631312832
leaf_count=126 389 502 350 665 234 1644
internal_value=0 -0.00159789 -0.00376607 -0.00115539 -0.00548451 -0.0134327
internal_weight=0 0.0073808 0.00620038 0.00517796 0.0038618 0.00242036
internal_count=3910 3521 3395 2893 2543 1878
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=7
num_cat=0
split_feature=13 403 160 151 2 13
split_gain=8.85917e-06 3.28491e-05 3.00877e-05 2.42725e-05 4.39918e-05 5.50163e-05
threshold=0.17936000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.0088999999999999982 0.086545000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.013660791828383543 -0.0089091700495640049 0.017985921827510364 -0.011448935268943666 -0.0083193103231840471 0.000707322642413519 0.028272956195134698
leaf_weight=0.0015519185869359428 0.001006071191396775 0.0010027767022085157 0.001072241229797326 0.0015573562052193417 0.0017008314700950081 0.0012606945534041076
leaf_count=1077 221 418 382 813 657 342
internal_value=0 0.00103733 -0.001342 0.0020773 0.00528681 0.0124418
internal_weight=0 0.00814582 0.00714304 0.00559112 0.00451888 0.00296153
internal_count=3910 3689 3271 2194 1812 999
is_linear=0
shrinkage=0.1


Tree=8324
num_leaves=9
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split_feature=1 42 403 12 2 3 16 52
split_gain=2.51527e-05 3.12384e-05 5.22218e-05 2.92e-05 7.54872e-05 4.71657e-05 2.50202e-05 3.14248e-05
threshold=0.12864500000000004 0.092145000000000019 0.03138500000000001 0.085845000000000019 0.097940000000000013 -0.010319999999999998 -0.09601999999999998 -0.066329999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.00039717165642526352 0.00026663397168484961 -0.00030682213461375216 0.00042887444572506383 -0.00055812025650044431 0.00014154464699298421 0.00015568955933221754 -0.00044920366920569413 3.3971850562960488e-05
leaf_weight=0.0010951465111084984 0.001187418448339801 0.0013947615604661548 0.0010050423266086544 0.0012453481964467678 0.0011315433273563007 0.0011701007955843205 0.0010156524055495893 0.0010551606565493694
leaf_count=711 331 727 331 1004 336 156 198 116
internal_value=0 -3.67674e-05 1.20357e-05 -5.03721e-05 -0.000225038 4.5374e-05 -7.35029e-05 -0.000203007
internal_weight=0 0.00911276 0.00771799 0.00671295 0.00237689 0.00433606 0.00324091 0.00207081
internal_count=3910 3579 2852 2521 1340 1181 470 314
is_linear=0
shrinkage=0.00196078


Tree=8325
num_leaves=8
num_cat=0
split_feature=11 48 0 42 16 4 15
split_gain=4.07102e-05 3.02894e-05 9.08716e-05 3.64741e-05 2.92875e-05 4.74928e-05 3.58565e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.086325000000000013 0.15737500000000001 -0.077679999999999985 -0.10071499999999999
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=0.00042703563074724646 -0.00037712641380989502 -0.00013092642533349733 0.00058478312055429004 -0.00027627506813127735 -0.00020610178090204757 0.0002168541712591454 -0.00029220757254685064
leaf_weight=0.0013844046398048572 0.0010189478830404811 0.0014359340827096792 0.0012991000935883802 0.0017786856819745006 0.0012406126826118866 0.0010561754200255668 0.0010718149716779611
leaf_count=599 304 114 591 1184 218 221 679
internal_value=0 3.57866e-05 0.000209025 -3.67539e-05 5.28805e-05 0.000144356 -3.95474e-05
internal_weight=0 0.00926673 0.00273503 0.00653169 0.00475301 0.0035124 0.00212799
internal_count=3910 3606 705 2901 1717 1499 900
is_linear=0
shrinkage=0.00196078


Tree=8326
num_leaves=7
num_cat=0
split_feature=4 160 0 15 15 12
split_gain=9.78458e-06 1.74962e-05 3.12888e-05 4.67274e-05 4.57426e-05 4.32232e-05
threshold=0.24280000000000004 -0.026849999999999995 -0.14733499999999997 -0.053579999999999996 0.085120000000000015 0.085945000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0087493085193283068 0.0065051893421069597 -0.018475703309899869 0.015741286710606928 -0.0017463297420735283 0.007649559650004658 -0.030263795654611254
leaf_weight=0.0013197751005285694 0.0018225453658417502 0.0011918504261176849 0.0013099993415700011 0.0010928452481184542 0.0014020405483192032 0.0010347051350081931
leaf_count=923 549 182 650 319 916 371
internal_value=0 -0.00167995 -0.00396204 -0.00038774 -0.00637399 -0.0156154
internal_weight=0 0.00735122 0.00603144 0.00483959 0.00352959 0.00212755
internal_count=3910 3361 2438 2256 1606 690
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=9
num_cat=0
split_feature=50 484 133 0 2 151 3 2
split_gain=3.26381e-05 2.74866e-05 4.15529e-05 4.83688e-05 3.10088e-05 7.09574e-05 4.556e-05 3.10005e-05
threshold=0.086465000000000014 0.084225000000000008 0.090085000000000012 -0.017269999999999997 0.086545000000000025 -0.0088999999999999982 -0.074234999999999982 0.10742000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=9.5574477664912646e-05 -0.00033786048192592066 0.00033715899012317887 -0.00034602826866389106 0.00044087186518045279 -0.00028343001125592684 0.0005251031572321589 -0.00044082369505868158 5.7322877769808537e-05
leaf_weight=0.0011572276714415142 0.0010278355112073633 0.0010016766456855892 0.0011868421314673435 0.0010397789666026103 0.00118451426407771 0.0011956297776076702 0.0012845797509645237 0.0010004499141404309
leaf_count=649 715 417 558 276 243 521 225 306
internal_value=0 3.08519e-05 -7.26705e-06 5.13231e-05 -1.82435e-05 0.00010337 -0.000186612 0.000312
internal_weight=0 0.0090507 0.00804902 0.00686218 0.0058224 0.00338059 0.00244181 0.00219608
internal_count=3910 3195 2778 2220 1944 1070 874 827
is_linear=0
shrinkage=0.00196078


Tree=8328
num_leaves=8
num_cat=0
split_feature=50 160 42 43 150 4 1
split_gain=2.64747e-05 3.14825e-05 2.54343e-05 3.53041e-05 4.25562e-05 4.25298e-05 3.82038e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.084800000000000014 -0.056579999999999991 0.10521500000000002
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=0.00027042896238272204 -0.0003056684090545824 -0.0002800479589361435 0.00024431122883499586 9.1357568107123234e-05 0.00026905845322608028 -0.00063351571059051392 -9.201557275901752e-05
leaf_weight=0.0016556076973686211 0.0010319032015602457 0.0012797065035887204 0.001926205641869713 0.0013090695698035181 0.0010526999672270552 0.0010030075868288379 0.0010006764357014864
leaf_count=804 715 766 551 527 155 215 177
internal_value=0 2.54982e-05 -2.80601e-05 2.31936e-05 -7.4372e-05 -0.000183505 -0.000363081
internal_weight=0 0.00922697 0.00757137 0.00629166 0.00436545 0.00331275 0.00200368
internal_count=3910 3195 2391 1625 1074 919 392
is_linear=0
shrinkage=0.00196078


Tree=8329
num_leaves=7
num_cat=0
split_feature=15 42 48 1 3 0
split_gain=9.41753e-06 2.15919e-05 2.32151e-05 3.4023e-05 5.26673e-05 2.3498e-05
threshold=0.090505000000000016 0.088915000000000008 0.087945000000000009 0.076710000000000014 -0.010319999999999998 -0.15137999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.004189519699854957 -0.0089810379709313222 -0.0098401912426746216 -0.006677425339364009 0.031273941121464893 0.014661149591978277 -0.0062340509433478717
leaf_weight=0.0017729537300653808 0.0010485708923932508 0.0014795483555288345 0.0016736160140833961 0.0010632292066729732 0.0010619788737118545 0.0010911901892137043
leaf_count=1113 719 752 424 535 135 232
internal_value=0 0.00108767 0.00351426 0.00693293 0.0130639 0.00407181
internal_weight=0 0.00814252 0.00666297 0.00498935 0.0032164 0.00215317
internal_count=3910 3191 2439 2015 902 367
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=8
num_cat=0
split_feature=50 160 42 3 52 13 15
split_gain=2.38445e-05 2.64952e-05 2.28911e-05 2.78331e-05 3.35995e-05 5.38101e-05 3.66192e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.11266 0.090640000000000012 -0.083514999999999992 -0.07142999999999998
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=0.00025878896011804039 -0.00028968240462069105 -0.00026739652051785976 0.00030871588687422937 0.00043182683454158119 -0.00033441681402604804 -0.00028741285720728965 0.0001691741825629183
leaf_weight=0.0015917206768973112 0.0010001784302315951 0.0012046705754556975 0.0011126033070168644 0.0010451182206590421 0.0011126269669847802 0.0015677694838104449 0.0011863960499711845
leaf_count=804 715 766 238 470 245 291 381
internal_value=0 2.97716e-05 -2.06534e-05 2.86858e-05 -3.47442e-05 5.30154e-05 -9.07315e-05
internal_weight=0 0.00882091 0.00722918 0.00602451 0.00491191 0.00379928 0.00275417
internal_count=3910 3195 2391 1625 1387 1142 672
is_linear=0
shrinkage=0.00196078


Tree=8331
num_leaves=8
num_cat=0
split_feature=50 42 51 16 15 49 2
split_gain=1.60143e-05 2.73878e-05 2.74994e-05 3.96447e-05 5.62785e-05 3.47932e-05 3.2186e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.0078499999999999976 -0.047309999999999998 0.099990000000000009
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=-0.00022889633405278679 -0.00023384941046032369 -0.0002163400118207097 0.00024182199039996327 0.00066225870853648121 8.4272308622053405e-05 -0.00038745151087419665 8.3986537348160642e-05
leaf_weight=0.0013870292404181391 0.0010362279710006807 0.0010886730105866757 0.0012661592161689232 0.0010203061101883796 0.0017735152417226356 0.001180076762298313 0.0010541122061471192
leaf_count=867 731 480 212 380 485 493 262
internal_value=0 2.39056e-05 7.14e-05 0.000121169 0.000295353 -1.78571e-05 -0.000165022
internal_weight=0 0.00876987 0.00738284 0.00629417 0.00279382 0.00350035 0.00223419
internal_count=3910 3179 2312 1832 865 967 755
is_linear=0
shrinkage=0.00196078


Tree=8332
num_leaves=8
num_cat=0
split_feature=50 42 3 3 15 52 16
split_gain=1.10741e-05 2.43036e-05 2.38202e-05 3.6648e-05 3.41644e-05 4.73249e-05 1.11232e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 -0.106555 -0.068164999999999989 -0.025139999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.01144357841821844 -0.0099536640179695851 0.015480057613875537 -0.015681978961988474 0.020889584891899241 0.014791153007898405 -0.016118167771194163 -0.0016368973430081987
leaf_weight=0.0012892011406992129 0.0010068070454234994 0.0013404876516434064 0.0011039537067328211 0.0010056283858751137 0.0013237617908495349 0.0011247016417121115 0.0010038316875479801
leaf_count=860 779 293 936 304 296 263 179
internal_value=0 0.0011599 0.00351394 0.000629939 0.0046694 -5.54228e-05 -0.0092887
internal_weight=0 0.00819157 0.00690236 0.00556188 0.00445792 0.0034523 0.00212853
internal_count=3910 3131 2271 1978 1042 738 442
is_linear=0
shrinkage=0.1


Tree=8333
num_leaves=8
num_cat=0
split_feature=50 0 47 15 49 15 15
split_gain=1.68929e-05 2.38566e-05 4.47646e-05 4.27539e-05 4.98466e-05 6.21545e-05 4.90228e-06
threshold=0.084340000000000012 -0.017269999999999997 1.0000000180025095e-35 -0.096369999999999983 -0.053904999999999988 0.079360000000000014 -0.10312999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
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leaf_weight=0.0010670837785371752 0.001020109730413111 0.0018574045000169176 0.0010041070546090687 0.0014078799604296892 0.0012562651940284113 0.0011212038326656733 0.0010123738422322419
leaf_count=377 731 383 233 355 600 1048 183
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internal_weight=0 0.00872632 0.00686891 0.00485243 0.00378535 0.00237747 0.00201648
internal_count=3910 3179 2796 2380 2003 1648 416
is_linear=0
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Tree=8334
num_leaves=9
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split_feature=50 156 12 52 47 15 49 2
split_gain=1.66946e-05 2.97492e-05 2.70305e-05 5.11258e-05 4.12782e-05 5.72954e-05 5.11732e-05 2.60522e-05
threshold=0.086465000000000014 0.082605000000000026 -0.023959999999999995 -0.081429999999999989 0.09252500000000001 -0.096369999999999983 -0.014479999999999998 0.092340000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=-0.00024144763238261965 -0.00024532540539802435 -0.0002995695801770323 0.0004256391697835942 0.00050806973865617712 -0.00033430059761111814 -0.000384483144807724 -7.6821847738933673e-05 0.00033243417757958607
leaf_weight=0.0010058891734814057 0.0010218069429212351 0.0010005808313416501 0.0014817111508366072 0.0010113980595996409 0.0010505835189887321 0.001046555622230814 0.0011540040123545054 0.0012412395811736002
leaf_count=398 715 536 472 222 178 186 864 339
internal_value=0 1.91622e-05 5.90698e-05 0.000102343 1.53067e-05 9.77849e-05 -2.27803e-05 0.000135259
internal_weight=0 0.00899196 0.00799138 0.00698549 0.00550378 0.0044532 0.0034418 0.00239524
internal_count=3910 3195 2659 2261 1789 1611 1389 1203
is_linear=0
shrinkage=0.00196078


Tree=8335
num_leaves=8
num_cat=0
split_feature=50 42 51 16 16 49 2
split_gain=8.86762e-06 1.97386e-05 2.54668e-05 3.63587e-05 3.43682e-05 3.27159e-05 2.85863e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.010317451355118239 -0.0089066829779673763 -0.011433946932367907 0.011977085221916383 0.027616728521796398 0.0044744611728183064 -0.020057543298989327 0.0033481404538757255
leaf_weight=0.0012915482213219131 0.0010087887295730106 0.0010202236496974519 0.0011781440224201858 0.0011294700476864607 0.0014860071767200246 0.0010906203321753415 0.0010005173702333794
leaf_count=860 779 473 211 566 286 473 262
internal_value=0 0.00102923 0.00315158 0.00568023 0.0144682 -0.00135032 -0.00885895
internal_weight=0 0.00819653 0.00690498 0.00588476 0.00261548 0.00326928 0.00209114
internal_count=3910 3131 2271 1798 852 946 735
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=6
num_cat=0
split_feature=47 160 16 0 2
split_gain=8.73534e-06 1.31857e-05 3.55247e-05 6.02118e-05 4.70866e-05
threshold=0.09550500000000002 -0.063534999999999994 -0.083144999999999983 -0.15517999999999996 0.092450000000000018
decision_type=2 2 2 2 2
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right_child=-2 2 4 -5 -6
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leaf_weight=0.0014300670952554721 0.0017933997830420507 0.0010189702742208588 0.0013554484004302684 0.0018253999069692763 0.0017643534288166959
leaf_count=906 389 142 922 868 683
internal_value=0 -0.0015716 -0.0036394 0.00444338 -0.0110086
internal_weight=0 0.00739424 0.00596417 0.00284437 0.0031198
internal_count=3910 3521 2615 1010 1605
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=8
num_cat=0
split_feature=50 156 2 1 1 151 2
split_gain=1.74094e-05 2.2089e-05 2.45008e-05 3.67004e-05 3.36089e-05 7.11059e-05 4.01494e-05
threshold=0.086465000000000014 0.082150000000000015 0.086650000000000019 0.095575000000000007 0.077800000000000022 -0.0088999999999999982 0.10393500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.00035093374273031025 -0.00024930650794934364 -0.00025174727240952937 0.00016372397839358986 0.00011013082246277496 -9.8070982992144593e-05 0.00057676653224452584 -0.00032515781080910591
leaf_weight=0.0012074686912848639 0.0010269369652370743 0.0010177482099594107 0.001766292208559611 0.0014740485929863186 0.0010205369063663104 0.0014578061267279899 0.0010181316210032638
leaf_count=724 715 539 779 351 189 336 277
internal_value=0 2.02232e-05 5.50655e-05 -9.74834e-05 0.000132793 0.000298881 -1.50369e-05
internal_weight=0 0.00896203 0.00794428 0.00268152 0.00526277 0.00247834 0.00278442
internal_count=3910 3195 2656 1075 1581 525 1056
is_linear=0
shrinkage=0.00196078


Tree=8338
num_leaves=8
num_cat=0
split_feature=50 160 2 4 0 15 12
split_gain=2.5847e-05 2.95725e-05 2.44633e-05 5.744e-05 3.90316e-05 3.15741e-05 2.23221e-05
threshold=0.086465000000000014 -0.026849999999999995 0.11635500000000001 0.15927500000000003 -0.10209999999999998 -0.016339999999999997 0.089745000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00026826089286006869 -0.00029937654546616731 -0.00036447704536128367 -0.00029367071136532981 0.00037615975425310587 0.00027723736113391086 -0.00029241437570699547 8.7216733082080499e-05
leaf_weight=0.0016393095612299638 0.0010198735390147635 0.0013137967167698595 0.0010924931611031368 0.001391133370156881 0.0012842258251537231 0.0012010272477818561 0.0011810826896768555
leaf_count=804 715 250 354 263 480 624 420
internal_value=0 2.9794e-05 -2.25819e-05 2.39022e-05 -7.44962e-05 2.94157e-05 -0.000104188
internal_weight=0 0.00910307 0.00746376 0.00637127 0.00498013 0.00366634 0.00238211
internal_count=3910 3195 2391 2037 1774 1524 1044
is_linear=0
shrinkage=0.00196078


Tree=8339
num_leaves=8
num_cat=0
split_feature=11 48 42 133 1 16 2
split_gain=3.03307e-05 2.38141e-05 3.65004e-05 2.93761e-05 3.42367e-05 2.69619e-05 3.6145e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011962827034077538 0.0010028757983927125 0.0017170916443353416 0.0018176468062523652 0.001249001521782857 0.0010180674088941443 0.0010790880280943226 0.0010429213171389371
leaf_count=315 304 433 1243 598 216 338 463
internal_value=0 2.8543e-05 -1.97117e-05 5.88306e-05 -1.74862e-05 -0.00011399 1.87162e-05
internal_weight=0 0.0091201 0.00740301 0.00558536 0.00433636 0.00331829 0.00212201
internal_count=3910 3606 3173 1930 1332 1116 801
is_linear=0
shrinkage=0.00196078


Tree=8340
num_leaves=7
num_cat=0
split_feature=52 0 151 0 15 4
split_gain=8.33235e-06 2.47504e-05 2.97086e-05 3.41977e-05 4.27823e-05 2.38749e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.044604999999999992 -0.10071499999999999 -0.10312999999999999 -0.34687499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 5 3 -5 -6 -7
leaf_value=-0.017514211156603267 -0.0075759208735114358 -0.00068024371036391534 -0.0075153983941879804 -0.011016658396108591 0.017259672465414582 0.019165967243558402
leaf_weight=0.0010707857266261337 0.001272332063386083 0.0011751575851584187 0.001156674792822443 0.0015391369222421776 0.0017538687617272754 0.0012519051427424058
leaf_count=497 647 245 210 1644 267 400
internal_value=0 0.00114033 -0.00255989 0.00103877 0.00741385 0.00955665
internal_weight=0 0.00794753 0.00552047 0.00444968 0.00291054 0.00242706
internal_count=3910 3263 2618 2121 477 645
is_linear=0
shrinkage=0.1


Tree=8341
num_leaves=7
num_cat=0
split_feature=15 49 48 1 47 52
split_gain=7.8724e-06 2.11866e-05 2.86422e-05 2.82932e-05 7.37876e-05 1.76474e-05
threshold=0.090505000000000016 -0.07107999999999999 0.10329000000000001 0.087545000000000026 0.077735000000000012 0.048490000000000012
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010137486782833306 0.0010527059559096589 0.0013483251452366442 0.0010140455585104869 0.0016710895493848913 0.0014377101801576807 0.0016666903385132721
leaf_count=307 719 908 239 736 253 748
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internal_weight=0 0.00815161 0.00713786 0.00612382 0.0031088 0.00301502
internal_count=3910 3191 2884 2645 989 1656
is_linear=0
shrinkage=0.1


Tree=8342
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 4
split_gain=4.34144e-05 2.88225e-05 4.52411e-05 3.67893e-05 5.93444e-05 5.10211e-05 5.70186e-05 1.97941e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.089785000000000018 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-4.5074043251299849e-05 -0.00037925853148401657 -0.00022673627284698145 -0.00026075865952001877 0.00048601290209839232 -0.00029894424800423248 -0.00015310964324091777 0.00070562220201189293 0.00032536712717506184
leaf_weight=0.0010889175043851435 0.0010585991808795504 0.0013339672171402547 0.0012304494174662298 0.0010464323123671399 0.0012111117927420837 0.0012073436010448845 0.0010097784592747079 0.0011301280492824997
leaf_count=473 715 622 300 291 700 326 306 177
internal_value=0 3.99116e-05 8.47995e-05 0.000148321 8.57467e-05 0.000190771 0.000319357 0.000143586
internal_weight=0 0.00925813 0.00792416 0.00669371 0.00564728 0.00443617 0.00322882 0.00221905
internal_count=3910 3195 2573 2273 1982 1282 956 650
is_linear=0
shrinkage=0.00196078


Tree=8343
num_leaves=7
num_cat=0
split_feature=47 0 0 1 12 15
split_gain=8.93937e-06 1.19697e-05 2.16018e-05 3.73085e-05 9.2851e-05 2.08322e-05
threshold=0.09550500000000002 -0.22851499999999997 -0.14136999999999997 0.095575000000000007 0.083715000000000026 0.088190000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0011786800278449907 0.0018024144544786904 0.0010801567156446699 0.0010926928307661747 0.0012269197668560161 0.0018181343615140794 0.0010082586537921803
leaf_count=126 389 288 323 702 1378 704
internal_value=0 -0.00158805 -0.00333737 -0.000638746 -0.00540289 0.00416759
internal_weight=0 0.00740484 0.00622616 0.00514601 0.00391909 0.00282639
internal_count=3910 3521 3395 3107 2405 2082
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 16
split_gain=2.45102e-05 2.64613e-05 5.17374e-05 3.53003e-05 5.62399e-05 4.19805e-05 5.5947e-05 9.11107e-07
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.088820000000000024 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00015366886027392082 -0.00029805017734787148 -0.00023649720000807868 -0.0003098722864532056 0.00047613092752704693 -0.00030693839906517048 -0.00013616529126158413 0.00067281492344501283 7.0520115283784264e-05
leaf_weight=0.0010144406790750932 0.0010019601418837292 0.0012683549209768124 0.0011679657853613211 0.0010058214338440835 0.0011576521649118961 0.001163281409010339 0.0010330288027695115 0.0010122056589798928
leaf_count=246 715 622 300 291 700 326 341 369
internal_value=0 2.55702e-05 6.95704e-05 0.000138964 7.59356e-05 0.000180894 0.000301439 0.00011214
internal_weight=0 0.00882275 0.0075544 0.00638643 0.00538061 0.00422296 0.00305968 0.00202665
internal_count=3910 3195 2573 2273 1982 1282 956 615
is_linear=0
shrinkage=0.00196078


Tree=8345
num_leaves=8
num_cat=0
split_feature=50 160 40 16 48 4 2
split_gain=4.08332e-05 3.41244e-05 3.80807e-05 3.8654e-05 6.49728e-05 5.04905e-05 4.16834e-05
threshold=0.086465000000000014 0.098455000000000015 -0.064864999999999992 -0.014099999999999998 0.086125000000000021 -0.034289999999999994 0.085255000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.00028320400407434205 -0.00037889285647781708 -0.00030916621652216363 0.00041002886524326809 4.2394011403839815e-05 -0.00040862931859051772 0.00054316078409437547 -5.3173605995445102e-05
leaf_weight=0.0010133622046769068 0.0010378210311366943 0.0010089858299651968 0.0013134438397803538 0.0015760588571628485 0.0011040168485243794 0.0015213156962490476 0.0017317481759314135
leaf_count=316 715 268 467 538 204 574 828
internal_value=0 3.12371e-05 7.28188e-05 0.000122605 -1.12481e-06 0.000288352 0.000146614
internal_weight=0 0.00926893 0.00825995 0.00724658 0.00414921 0.00309737 0.00304519
internal_count=3910 3195 2927 2611 1499 1112 1295
is_linear=0
shrinkage=0.00196078


Tree=8346
num_leaves=7
num_cat=0
split_feature=15 49 15 160 0 12
split_gain=9.22842e-06 1.84502e-05 2.90904e-05 3.32489e-05 3.29591e-05 3.43375e-05
threshold=0.088615000000000013 -0.07107999999999999 -0.11739999999999999 1.0000000180025095e-35 -0.032484999999999993 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
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leaf_value=-0.011423679889380541 -0.0081967459430760774 -0.0097177950776240647 0.0081489428235742081 -0.0098199166566968164 -0.0018307465818260299 0.030602666287536252
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leaf_count=307 875 590 716 330 271 821
internal_value=0 0.00116922 0.00299861 0.00626995 0.0099852 0.0161582
internal_weight=0 0.00800881 0.00699293 0.00556207 0.00451868 0.00296807
internal_count=3910 3035 2728 2138 1808 1537
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=8
num_cat=0
split_feature=50 15 43 47 13 4 16
split_gain=2.28439e-05 2.28868e-05 4.01212e-05 3.92632e-05 3.76978e-05 3.90172e-05 4.59082e-05
threshold=0.086465000000000014 -0.106555 0.013605000000000001 0.09252500000000001 -0.080814999999999984 0.0057500000000000008 -0.008069999999999999
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0017489574857829085 0.0010229248978539688 0.001036271665709606 0.0014452414290249717 0.0010625836836823032 0.0010967503219004727 0.0011447486638617179 0.0013878645492947539
leaf_count=599 715 679 366 162 543 258 588
internal_value=0 -5.88489e-05 -0.000107884 -0.000181541 -0.00010407 -9.8906e-06 -0.000147887
internal_weight=0 0.00892242 0.00717346 0.00572822 0.00466564 0.00362936 0.00248461
internal_count=3910 3195 2596 2230 2068 1389 1131
is_linear=0
shrinkage=0.00196078


Tree=8348
num_leaves=8
num_cat=0
split_feature=3 39 48 457 3 0 4
split_gain=1.5097e-05 3.77657e-05 3.52759e-05 3.55519e-05 2.4137e-05 3.05814e-05 3.53588e-05
threshold=0.15165000000000003 0.005105000000000001 0.10490500000000001 0.082870000000000013 -0.10628499999999998 -0.10071499999999999 -0.076329999999999995
decision_type=2 2 2 2 2 2 2
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leaf_count=409 209 425 183 211 280 916 1277
internal_value=0 -3.39605e-05 -8.09459e-05 -2.94443e-05 -9.13774e-05 -0.000166925 -0.000322927
internal_weight=0 0.00880196 0.00776305 0.0067398 0.00566782 0.00420277 0.00224756
internal_count=3910 3701 3276 3093 2882 2473 2193
is_linear=0
shrinkage=0.00196078


Tree=8349
num_leaves=7
num_cat=0
split_feature=0 51 2 42 48 12
split_gain=9.84685e-06 2.58883e-05 2.01566e-05 2.81697e-05 2.56985e-05 7.0487e-06
threshold=-0.017269999999999997 -0.07174999999999998 0.086545000000000025 0.088115000000000013 0.088035000000000016 0.085250000000000006
decision_type=2 2 2 2 2 2
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leaf_count=545 446 461 818 533 273 834
internal_value=0 -0.00181043 0.000920132 0.00515202 0.00019028 -0.00696478
internal_weight=0 0.00731295 0.00604068 0.00393092 0.00292579 0.00210976
internal_count=3910 3464 2919 1624 1091 1295
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=9
num_cat=0
split_feature=4 0 43 12 15 15 16 0
split_gain=4.40878e-05 7.7696e-05 3.84643e-05 5.61323e-05 5.47179e-05 4.7088e-05 3.30079e-05 9.44911e-05
threshold=-0.48072499999999996 -0.017269999999999997 -0.079374999999999987 0.091405000000000014 0.085285000000000014 -0.0089749999999999986 -0.09601999999999998 -0.10209999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8
right_child=1 -3 4 -5 -6 -7 7 -9
leaf_value=-0.00038809785727601977 -0.00055035672520611359 0.00050847322993386769 0.00024235266091793752 7.9097091889335108e-05 -0.00036848873898863573 0.00047619655838726239 -0.00047610126725979859 0.00028981520026920526
leaf_weight=0.0010189011695357674 0.0011397186972778629 0.0011969145830491605 0.0017138788236149443 0.0010432795281278826 0.0010028506000539133 0.0011814268563808145 0.0013006572369091687 0.0011821263874874301
leaf_count=208 836 252 409 348 877 352 154 474
internal_value=0 4.0533e-05 -2.48674e-05 -0.000249534 5.19937e-05 0.000130401 3.30541e-05 -0.000111426
internal_weight=0 0.00976085 0.00856394 0.002183 0.00638094 0.00537809 0.00419666 0.00248278
internal_count=3910 3702 3450 1184 2266 1389 1037 628
is_linear=0
shrinkage=0.00196078


Tree=8351
num_leaves=7
num_cat=0
split_feature=50 160 4 42 43 1
split_gain=1.54552e-05 2.44091e-05 2.4865e-05 2.7873e-05 4.52323e-05 4.04929e-05
threshold=0.086465000000000014 -0.026849999999999995 0.24280000000000004 -1.0000000180025095e-35 -0.074254999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.0002378881218762022 -0.0002386351428976839 -0.00037878608719095318 0.00020005817578185281 0.00026717270296101268 6.656849627254372e-05 -0.00036608008646031375
leaf_weight=0.0015906860052838654 0.0010052235445924479 0.0010381024315310001 0.0014418638068623875 0.0014321636235598602 0.0016645934078226515 0.0016622183458206861
leaf_count=804 715 699 380 457 517 338
internal_value=0 1.79603e-05 -3.03667e-05 -8.76785e-05 -2.41776e-05 -0.000149601
internal_weight=0 0.00882963 0.00723894 0.00579708 0.00475898 0.00332681
internal_count=3910 3195 2391 2011 1312 855
is_linear=0
shrinkage=0.00196078


Tree=8352
num_leaves=8
num_cat=0
split_feature=50 42 51 16 16 49 2
split_gain=1.02245e-05 1.96867e-05 2.37257e-05 3.08455e-05 3.18589e-05 2.59396e-05 2.60168e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 0.058875000000000004 -0.047309999999999998 0.099990000000000009
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=-0.010260568605663812 -0.0096750271552369788 -0.010902553852201326 0.010968120748432232 0.02642995295748702 0.0041419773765546224 -0.018028098290874199 0.0041577543507878741
leaf_weight=0.0013012374345791238 0.0010005744834117912 0.0010256175852318321 0.0011899078474678334 0.0011207649971672349 0.0014992929722431316 0.0011118945280912352 0.0010075218984415945
leaf_count=862 755 478 211 577 286 479 262
internal_value=0 0.00102871 0.00314086 0.00556998 0.013676 -0.000847684 -0.00748145
internal_weight=0 0.00825624 0.006955 0.00592938 0.00262006 0.00330932 0.00211942
internal_count=3910 3155 2293 1815 863 952 741
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=8
num_cat=0
split_feature=50 15 15 48 0 43 13
split_gain=1.91022e-05 2.63964e-05 2.60338e-05 5.17504e-05 7.48579e-05 4.50301e-05 2.99865e-05
threshold=0.086465000000000014 -0.106555 -0.094449999999999992 0.085760000000000017 -0.10575999999999998 0.0016850000000000001 0.0066400000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00023612887463628213 -0.00026298113817024729 -0.00030712466695906099 0.00040669894316803113 0.00039864748296142174 -0.00051592363732629867 9.2543864490584232e-05 -8.0328410208834681e-05
leaf_weight=0.0017703817378903327 0.0010087258406429296 0.0011110951501492293 0.0010205020079121323 0.0011266868936864825 0.0015443521422780345 0.0014069686345744587 0.0010017112606722292
leaf_count=599 715 164 252 298 1243 325 314
internal_value=0 2.15944e-05 -3.1074e-05 1.9206e-05 -6.67514e-05 -0.000188976 -0.000344545
internal_weight=0 0.0089817 0.00721132 0.00610022 0.00497353 0.00395303 0.00254606
internal_count=3910 3195 2596 2432 2134 1882 1557
is_linear=0
shrinkage=0.00196078


Tree=8354
num_leaves=7
num_cat=0
split_feature=49 160 13 457 0 3
split_gain=9.71826e-06 1.8291e-05 3.04334e-05 4.02777e-05 5.75997e-05 4.32942e-05
threshold=0.10447000000000002 -0.081069999999999989 -0.091229999999999992 0.069705000000000003 -0.10209999999999998 -0.075679999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.010282555013135672 0.0090298974446344528 0.0077887203640895205 -0.032453638971935504 0.009510550466266407 -0.01550909381023894 0.0085245484625154268
leaf_weight=0.0011752138624884258 0.0010315528268634066 0.0018581497080384576 0.0010121671972599332 0.001136604223734715 0.0016999984237787962 0.0013406107265271235
leaf_count=734 378 444 230 227 1401 496
internal_value=0 -0.00126713 -0.0031931 -0.00712534 -0.0117909 -0.00491261
internal_weight=0 0.00822274 0.00704753 0.00518938 0.00405278 0.00304061
internal_count=3910 3532 2798 2354 2127 1897
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=8
num_cat=0
split_feature=42 43 150 3 12 4 3
split_gain=9.70704e-06 1.57876e-05 3.51109e-05 3.09875e-05 3.33157e-05 3.27247e-05 2.85912e-05
threshold=-0.082904999999999993 -0.074254999999999988 0.084475000000000008 0.084925000000000014 0.083465000000000025 -1.0000000180025095e-35 -0.080884999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.0078723354010492019 -0.0045474777555299375 -0.0036877452437962584 0.012431798777265926 0.010465772300369634 -0.028767426793952257 -0.012319759476432442 0.018141073459675076
leaf_weight=0.0013078569973943655 0.0012325235184801693 0.0010099861761310651 0.0010345296379065888 0.0013155577634612128 0.0011137617614304369 0.0012101025936538286 0.0010110127342911354
leaf_count=577 669 238 214 178 1283 199 552
internal_value=0 -0.00142636 -0.00423006 -0.00793746 -0.0168403 -0.000451306 0.00567674
internal_weight=0 0.00792747 0.00568394 0.00464941 0.00212375 0.00252566 0.00224354
internal_count=3910 3333 2112 1898 1521 377 1221
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=7
num_cat=0
split_feature=4 13 0 0 42 4
split_gain=1.01595e-05 1.71147e-05 2.66048e-05 4.1392e-05 8.69877e-05 4.33009e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 -0.10071499999999999 0.085195000000000007 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.012199918541533124 0.0067896681389450382 -0.0076321547564814143 0.013958336018280615 -0.027286732553948465 0.0080603992155933949 0.020430155422866143
leaf_weight=0.0012855013601955328 0.0017370860783726032 0.0010189565989480959 0.0011843848627909655 0.0014919128023111866 0.0013054182283416826 0.0011943783411005836
leaf_count=214 534 226 308 1279 1188 161
internal_value=0 -0.00169957 0.000479303 -0.00270677 -0.0107914 0.00751106
internal_weight=0 0.00748055 0.00619505 0.00501067 0.00279733 0.00221333
internal_count=3910 3376 3162 2854 2467 387
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=8
num_cat=0
split_feature=50 15 15 150 0 4 3
split_gain=2.94049e-05 4.71009e-05 3.24486e-05 8.42717e-05 5.12653e-05 3.28687e-05 3.57277e-05
threshold=0.086465000000000014 -0.106555 -0.038029999999999987 0.082965000000000025 -0.11287999999999999 -0.013199999999999998 -0.046444999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00031618525053527256 -0.00031232461167508737 -0.00058670287986378733 0.00044440888043047156 0.0001562623580599353 -0.00010124289138462813 -0.00033512947486049363 0.00034791563911567365
leaf_weight=0.0018231037840034763 0.0010509599818318569 0.0012091491502267831 0.0010248954100426253 0.0011406652541392059 0.001877703595609086 0.0011034891704548118 0.0010682149045657483
leaf_count=599 715 553 180 253 1183 274 153
internal_value=0 3.37913e-05 -3.55548e-05 -0.000226047 5.26585e-05 -4.64925e-05 6.16258e-05
internal_weight=0 0.00924722 0.00742412 0.00234981 0.0050743 0.00404941 0.00294592
internal_count=3910 3195 2596 806 1790 1610 1336
is_linear=0
shrinkage=0.00196078


Tree=8358
num_leaves=7
num_cat=0
split_feature=42 15 16 48 0 2
split_gain=1.01738e-05 1.33321e-05 5.27881e-05 3.41666e-05 6.03778e-05 5.52219e-05
threshold=-0.082904999999999993 -0.15202999999999997 -0.30307999999999996 0.016865000000000002 -0.083934999999999996 0.092865000000000017
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.0080885956369875656 0.008927699074146974 -0.023431703162652154 0.010697352235451601 0.011745857109661093 -0.031634864562665045 -0.00073538893119622778
leaf_weight=0.0013054632245651327 0.0010721985311416887 0.0010729849431378299 0.0015423943190351003 0.0018905043760202686 0.0010618674506477168 0.0012702489880487694
leaf_count=577 420 265 911 518 740 479
internal_value=0 -0.00143999 -0.00306565 0.000724884 -0.00465262 -0.0148046
internal_weight=0 0.0079102 0.006838 0.00576502 0.00387451 0.00233212
internal_count=3910 3333 2913 2648 2130 1219
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=8
num_cat=0
split_feature=50 160 4 151 15 2 13
split_gain=2.75283e-05 4.19534e-05 3.37819e-05 3.66069e-05 4.95194e-05 6.49747e-05 0.000121816
threshold=0.086465000000000014 0.098455000000000015 0.27020000000000005 -0.016164999999999995 -0.064869999999999983 0.106035 -0.0088749999999999992
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=0.00032151514845849037 -0.00030915033883572121 -0.00034952603602540235 0.00038448044056795276 -0.00038510509073578977 0.0005587141293833714 -0.00038342450994741648 -0.00017559523592176391
leaf_weight=0.001290078580097615 0.0010393996184598188 0.0010106543022456753 0.0011564105386930998 0.0012738245569700627 0.0016854863458868816 0.0010156404376116352 0.0017920611665972041
leaf_count=393 715 268 411 526 851 256 490
internal_value=0 2.74493e-05 7.38354e-05 2.29315e-05 -4.38616e-05 5.28814e-05 0.000180307
internal_weight=0 0.00922416 0.0082135 0.00705709 0.00576701 0.00449319 0.00347755
internal_count=3910 3195 2927 2516 2123 1597 1341
is_linear=0
shrinkage=0.00196078


Tree=8360
num_leaves=7
num_cat=0
split_feature=160 16 160 43 12 1
split_gain=9.41983e-06 2.51684e-05 2.74201e-05 4.17649e-05 2.45102e-05 5.76271e-05
threshold=0.087825000000000014 -0.083144999999999983 -0.026849999999999995 -0.074254999999999988 0.089995000000000006 0.088860000000000008
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.029676190560635043 -0.0077581060355528574 0.0081675000734042335 0.0036390003659640467 -0.019243756944485588 -0.0047564383373668332 -0.0026054649188512421
leaf_weight=0.0011332454631047392 0.0013639739089772755 0.001400632168669415 0.0014907582718709695 0.0017154587517756714 0.0010289443925854459 0.0010799842833736392
leaf_count=511 427 801 545 876 376 374
internal_value=0 0.00124539 -0.00350507 -0.00860422 0.00799539 0.0139238
internal_weight=0 0.00784902 0.00460685 0.00320622 0.00324217 0.00221323
internal_count=3910 3483 2222 1421 1261 885
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=7
num_cat=0
split_feature=47 159 16 1 1 2
split_gain=9.74409e-06 1.50282e-05 2.65994e-05 3.22949e-05 6.36619e-05 2.08265e-05
threshold=0.09550500000000002 0.073745000000000019 -0.09601999999999998 0.080320000000000016 0.094485000000000013 0.095195000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0061700528591039968 0.0065338284614250581 0.0093942459362190318 0.010717535654589647 -0.033488011713007741 -9.5014869336909949e-05 -0.0092053296354835806
leaf_weight=0.0019605736453845463 0.0017940405193637293 0.0010512162429940968 0.0010881223472948469 0.0010938894203851805 0.0011941495981585555 0.0010133444234616128
leaf_count=586 389 623 1027 435 446 404
internal_value=0 -0.00168073 -0.00351413 -0.00783957 -0.0160599 0.00111057
internal_weight=0 0.0074013 0.00635008 0.00438951 0.00228804 0.00210147
internal_count=3910 3521 2898 2312 881 1431
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=7
num_cat=0
split_feature=3 51 52 47 43 52
split_gain=9.57665e-06 1.69066e-05 2.89193e-05 2.2512e-05 4.67184e-05 4.40068e-05
threshold=0.15165000000000003 0.08955500000000001 0.10599500000000002 0.09252500000000001 -0.0037249999999999996 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0054632744144358092 0.0090165049814133827 -0.013310644047743646 -0.014998612616004112 -0.0076141035728899027 -0.00064714947082362127 0.025326760833468378
leaf_weight=0.0019045547240480955 0.0010292937479052982 0.0010128478476747601 0.0010306750351005943 0.0014821751868096568 0.0010856435031891026 0.0016341705328837379
leaf_count=1585 209 420 515 292 327 562
internal_value=0 -0.00122026 0.000495492 0.00311062 0.00654804 0.014959
internal_weight=0 0.00815007 0.00713722 0.00610654 0.00462437 0.00271981
internal_count=3910 3701 3281 2766 2474 889
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=7
num_cat=0
split_feature=47 159 160 16 16 13
split_gain=9.88641e-06 1.27374e-05 2.77149e-05 5.03891e-05 7.00302e-05 3.97194e-05
threshold=0.09550500000000002 0.073745000000000019 0.084835000000000008 -0.078844999999999985 0.20277000000000003 -0.014114999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.010264849803438067 0.0065958076064780019 0.0085105716830538494 0.010205278238360024 -0.028340034672265868 0.0047275506873295384 0.015711775285498594
leaf_weight=0.0010696212669901988 0.0017928118430028299 0.0010508127643009367 0.0012134599587620672 0.0017002046906814615 0.0010274802528151103 0.0013089485515127963
leaf_count=688 389 623 270 1047 354 539
internal_value=0 -0.00168418 -0.00337931 -0.00660758 -0.0158839 0.00403032
internal_weight=0 0.00737053 0.00631971 0.00510625 0.00272768 0.00237857
internal_count=3910 3521 2898 2628 1401 1227
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=9
num_cat=0
split_feature=50 160 133 42 15 2 2 16
split_gain=1.93931e-05 2.6153e-05 4.23142e-05 4.31863e-05 5.07231e-05 5.22116e-05 3.83461e-05 4.61365e-06
threshold=0.084340000000000012 0.087825000000000014 0.087895000000000015 0.094640000000000016 0.035895000000000003 0.10796500000000002 0.088820000000000024 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00023809400662987601 -0.00025821838174347814 -0.00021419432909424222 -0.00028667954811015435 0.00050221571093217638 -0.00030215716413786931 -0.00018766088511933276 0.00061130254588662777 5.167207332970696e-05
leaf_weight=0.0010055428554357074 0.001032545997020619 0.0014628974046773163 0.0010793834674701804 0.0010233178021014956 0.0011510960886422349 0.0011822987601134601 0.0010051515753298221 0.0010365269612815945
leaf_count=203 731 375 620 285 687 319 319 371
internal_value=0 2.55847e-05 7.24586e-05 0.000132991 6.27701e-05 0.000162088 0.000297788 0.000143469
internal_weight=0 0.00894621 0.00748332 0.00640393 0.00538062 0.00422952 0.00304722 0.00204207
internal_count=3910 3179 2804 2184 1899 1212 893 574
is_linear=0
shrinkage=0.00196078


Tree=8365
num_leaves=8
num_cat=0
split_feature=3 39 2 150 4 15 12
split_gain=2.4598e-05 4.21557e-05 3.38549e-05 3.62766e-05 3.62054e-05 3.78312e-05 4.00941e-05
threshold=0.15165000000000003 0.005105000000000001 0.11230000000000001 0.086645000000000014 0.074650000000000008 0.079360000000000014 0.085845000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00025231424455208313 0.00026490038456963041 0.0003198905681075317 -0.00034554825461244521 -0.00036934386610891289 0.00032546566609472646 -0.00033180026610242437 -0.00022407315777246039
leaf_weight=0.0018007883639705865 0.0011413391432503065 0.0010986802200532554 0.0015931809841663756 0.0010017616507180345 0.0012775033956983857 0.0012842321316984713 0.001090591370196483
leaf_count=464 209 425 378 237 196 1280 721
internal_value=0 -4.0385e-05 -8.9568e-05 -2.63874e-05 3.66153e-05 -5.17568e-05 7.2627e-05
internal_weight=0 0.00914674 0.00804806 0.00645488 0.00545312 0.00417561 0.00289138
internal_count=3910 3701 3276 2898 2661 2465 1185
is_linear=0
shrinkage=0.00196078


Tree=8366
num_leaves=7
num_cat=0
split_feature=50 156 1 15 2 0
split_gain=1.75658e-05 2.75681e-05 3.35492e-05 4.06263e-05 5.6973e-05 3.21648e-05
threshold=0.086465000000000014 0.083820000000000019 0.076710000000000014 -0.064869999999999983 0.089910000000000004 -0.076734999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00031746153437954197 -0.00025049663218082002 -0.00028468475511214886 -0.00027490054350813218 0.0003878583019435351 0.00027544261986984896 7.5946800480339316e-05
leaf_weight=0.0014089652693584198 0.0010199005552021792 0.0010083331267881574 0.0013579725463296628 0.0018843954817849293 0.001547168140585033 0.00184568771466573
leaf_count=1145 715 525 308 493 319 405
internal_value=0 2.09391e-05 5.92488e-05 0.000163633 1.81914e-05 -9.43628e-05
internal_weight=0 0.00905252 0.00804419 0.00478954 0.00290514 0.00325465
internal_count=3910 3195 2670 1120 627 1550
is_linear=0
shrinkage=0.00196078


Tree=8367
num_leaves=7
num_cat=0
split_feature=1 12 1 12 1 16
split_gain=9.22272e-06 1.87376e-05 2.46136e-05 4.01682e-05 4.35141e-05 3.58263e-05
threshold=0.12864500000000004 0.10129000000000001 0.11052000000000002 0.091405000000000014 0.094485000000000013 -0.083144999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0038956206324739745 0.0085238078499456863 -0.013646291111245358 -0.013018395385999033 0.019294833599465384 0.017336908722740362 -0.015829136674290718
leaf_weight=0.001823160689543473 0.0010992903546055794 0.0010579277730424315 0.0011127898179934918 0.0012278435406647501 0.0010128792297881724 0.0018605316538547272
leaf_count=676 331 438 290 708 289 1178
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internal_weight=0 0.00809513 0.0070372 0.00592442 0.00469657 0.00368369
internal_count=3910 3579 3141 2851 2143 1854
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=7
num_cat=0
split_feature=0 1 16 13 52 2
split_gain=1.03005e-05 2.14238e-05 2.11218e-05 2.92026e-05 2.28166e-05 1.52747e-05
threshold=0.10302000000000001 1.0000000180025095e-35 0.081265000000000018 -0.0024749999999999993 -0.0066199999999999991 0.090695000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0015486279393932571 0.0082882958153193322 0.015133665865804079 -0.010604606047473717 -0.01193975373760435 0.0057198147336915721 -0.018943360059961001
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leaf_count=1079 210 982 306 168 331 834
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internal_weight=0 0.00790606 0.00588672 0.00475019 0.00306255 0.00201935
internal_count=3910 3700 1787 1481 499 1913
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=8
num_cat=0
split_feature=13 39 48 457 3 2 15
split_gain=2.07127e-05 3.51125e-05 4.40585e-05 3.99471e-05 4.02957e-05 2.92675e-05 4.5904e-05
threshold=-0.23438999999999996 0.005105000000000001 0.10911000000000001 0.082870000000000013 -0.10628499999999998 0.092450000000000018 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00023087958083868758 0.00018482690445027067 0.00029880852835725889 -0.00046449695066670259 0.00031460074524536304 -0.00042743854656245863 -0.00046012947590774175 9.2430207775107904e-05
leaf_weight=0.0012752944845238869 0.0014655678131484714 0.0010528271270146836 0.0010105611762127441 0.0011088666376660328 0.0010040950538645504 0.0011446967251242937 0.0018676264018090689
leaf_count=210 410 419 151 214 442 724 1340
internal_value=0 -3.6786e-05 -8.32672e-05 -2.48141e-05 -9.34691e-05 -0.000195018 -8.93415e-05
internal_weight=0 0.00865424 0.00760141 0.00659085 0.00548199 0.00401642 0.00287172
internal_count=3910 3700 3281 3130 2916 2506 1782
is_linear=0
shrinkage=0.00196078


Tree=8370
num_leaves=7
num_cat=0
split_feature=0 43 15 15 47 48
split_gain=8.97704e-06 2.34142e-05 2.47704e-05 4.223e-05 3.46272e-05 1.72517e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.079360000000000014 -0.064869999999999983 0.09252500000000001 0.086065000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.011387143628335402 0.0060447088948812518 0.015663699397630581 -0.011682141649847681 0.020398041766453105 -0.0161129494688146 -0.002882896879136042
leaf_weight=0.0018464568626428025 0.0019089513423525698 0.0010006191656837242 0.0011087731079680281 0.0012695262942247908 0.0010405658194809742 0.0010055395400484248
leaf_count=1184 446 398 1089 346 216 231
internal_value=0 -0.00166059 0.00164994 0.00507473 -0.00131028 0.00636766
internal_weight=0 0.00727148 0.00542502 0.00431625 0.00304672 0.00200616
internal_count=3910 3464 2280 1191 845 629
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=7
num_cat=0
split_feature=47 43 16 16 16 48
split_gain=8.55809e-06 1.33315e-05 3.98902e-05 6.94807e-05 4.34228e-05 4.1787e-05
threshold=0.09550500000000002 -0.15109999999999998 0.15737500000000001 -0.008069999999999999 -0.083144999999999983 0.084260000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.009008869678493488 0.0061283854988948006 0.0093470902762877502 -0.020501439393906581 0.022129982795110734 -0.02253427786796498 -0.015502104222951766
leaf_weight=0.0010265895720035527 0.0018002824826937559 0.001922104991818524 0.0011090520791418824 0.0011465494077857767 0.0011170160664355239 0.0010444660381850965
leaf_count=306 389 972 442 610 994 197
internal_value=0 -0.00156292 -0.00327495 0.000377932 -0.00572939 0.000598222
internal_weight=0 0.00736578 0.00633919 0.00523014 0.00408359 0.00296657
internal_count=3910 3521 3215 2773 2163 1169
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=7
num_cat=0
split_feature=13 3 12 1 2 16
split_gain=1.06519e-05 2.25431e-05 2.83713e-05 5.99055e-05 1.87243e-05 2.96322e-05
threshold=-0.23438999999999996 0.11265500000000002 0.092365000000000017 0.099115000000000023 0.086545000000000025 -0.090809999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0088071984116876497 -0.0092359712808130958 -0.014765150495883417 -0.010241333849696353 0.025640663262828368 0.017067256776590628 -0.0052449892240277098
leaf_weight=0.0011827958476244666 0.0016498608372032663 0.0010841883895776417 0.0017508694524609458 0.0010627876657626004 0.001063977180450376 0.0013510175125695668
leaf_count=210 1001 138 1139 430 263 729
internal_value=0 -0.00136308 0.000749344 0.00450219 -0.00102463 0.00458514
internal_weight=0 0.0079627 0.00687851 0.00512764 0.00406486 0.00241499
internal_count=3910 3700 3562 2423 1993 992
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=8
num_cat=0
split_feature=3 43 4 4 42 0 48
split_gain=9.54432e-06 1.86452e-05 3.30531e-05 3.32036e-05 2.85511e-05 4.22571e-05 2.78395e-05
threshold=0.13772500000000001 0.0033500000000000005 -0.08422499999999998 -0.025214999999999998 0.088115000000000013 -0.10575999999999998 0.085090000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.014253709406702368 0.0078986501416268857 -0.013123691993706275 0.019607588520849983 0.015565422163804986 0.0144713082138801 -0.019397086953234194 -0.0073396352384547297
leaf_weight=0.0012150185385054347 0.0012983564910056559 0.0011493472273170239 0.0010888868108383382 0.0010553740264237299 0.0010499651451125504 0.0012051709083312472 0.001067242996871224
leaf_count=690 239 650 778 205 437 781 130
internal_value=0 -0.0013587 0.000665053 0.00398091 9.40511e-05 -0.00444218 0.00404885
internal_weight=0 0.00783101 0.00668166 0.00546664 0.00437775 0.00332779 0.00212262
internal_count=3910 3671 3021 2331 1553 1116 335
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=7
num_cat=0
split_feature=0 1 1 2 47 4
split_gain=1.70748e-05 2.69035e-05 2.66852e-05 3.92192e-05 2.39923e-05 2.34226e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.096035000000000023 0.11542500000000001 0.10261500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00024039956032857366 0.0001669072956646801 7.2041992371169889e-06 -0.00038981214761810466 0.00019557480685447557 4.3368429100202252e-06 0.00040944151195261867
leaf_weight=0.0019985590927782933 0.0018228181098156907 0.0012145441432280172 0.0014244029501588426 0.0013045670157318962 0.001018189137166108 0.0010274084140398589
leaf_count=1896 394 569 428 351 134 138
internal_value=0 -4.34085e-05 2.23272e-05 -7.89114e-05 -0.000225512 0.000191535
internal_weight=0 0.00798767 0.00598911 0.00374716 0.00244259 0.00224195
internal_count=3910 3516 1620 913 562 707
is_linear=0
shrinkage=0.00196078


Tree=8375
num_leaves=8
num_cat=0
split_feature=1 52 0 0 151 16 15
split_gain=1.61596e-05 2.99551e-05 2.84938e-05 4.24796e-05 4.57935e-05 3.90909e-05 3.01955e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 -0.10071499999999999 -0.0088999999999999982 0.15737500000000001 -0.092459999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 5 -5 6 -7 -8
leaf_value=-0.00031005038120265243 0.00021445688910133443 -0.00033637318364685141 0.00042253627424376495 -0.00038613775619090047 -3.3697088111788565e-06 -5.6010411838675068e-05 0.00042158221333833738
leaf_weight=0.001080514546509012 0.001175811619296128 0.0010781371444214521 0.00128529935956693 0.0012557409654969679 0.0015906436585401864 0.0013409868283651247 0.0010789240342508432
leaf_count=193 331 580 520 1465 211 421 189
internal_value=0 -3.0434e-05 1.2784e-05 -7.39954e-05 3.05277e-05 0.000178189 0.000168378
internal_weight=0 0.00871025 0.00763211 0.00500582 0.00375008 0.00262629 0.00266957
internal_count=3910 3579 2999 2058 593 941 400
is_linear=0
shrinkage=0.00196078


Tree=8376
num_leaves=8
num_cat=0
split_feature=50 156 16 1 52 2 3
split_gain=1.86341e-05 2.5106e-05 2.17697e-05 3.5535e-05 4.81111e-05 2.79066e-05 3.69487e-05
threshold=0.086465000000000014 0.082150000000000015 -0.070594999999999977 0.094485000000000013 0.091210000000000013 0.11339500000000001 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00015898518365309503 -0.00026690258166434859 -0.0002750651738457431 -0.0002285807767317435 0.00041204846298888143 0.00031772489613064741 -0.00032665542380251069 0.00027498319331989505
leaf_weight=0.0015942128212333938 0.0010087798353859518 0.001021689719147424 0.0013716604434881848 0.0013598284282508063 0.0011306516135372361 0.001034911073952208 0.0014317080096062464
leaf_count=895 715 539 638 335 253 275 260
internal_value=0 1.42169e-05 5.15206e-05 0.000156912 1.82635e-05 -4.87141e-05 4.6346e-05
internal_weight=0 0.00894466 0.00792297 0.00386214 0.00250231 0.00406083 0.00302592
internal_count=3910 3195 2656 1226 891 1430 1155
is_linear=0
shrinkage=0.00196078


Tree=8377
num_leaves=6
num_cat=0
split_feature=0 160 43 2 15
split_gain=9.40525e-06 2.15516e-05 2.34173e-05 3.55237e-05 2.58355e-05
threshold=-1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 0.10705000000000002 0.041585000000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0091256468808098585 0.0066773110589228857 -0.014073393311167344 0.017435547505272968 -0.0078136099594553581 -0.0021897203020368283
leaf_weight=0.0017427140591552209 0.0016920744061639488 0.0011651943753099581 0.0019960247166596768 0.0015458347919227507 0.0010103206779269475
leaf_count=1024 394 399 659 468 966
internal_value=0 -0.00158051 0.000731946 0.00450573 0.0108402
internal_weight=0 0.00746009 0.00629489 0.00455218 0.00300635
internal_count=3910 3516 3117 2093 1625
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=7
num_cat=0
split_feature=50 133 16 2 2 4
split_gain=2.98763e-05 2.76674e-05 4.39266e-05 6.08772e-05 5.1888e-05 7.58958e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.085730000000000015 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00024572624715614623 -0.0003267986232791311 -0.00023610146895218688 -8.7890365151905946e-05 0.00046164919610837705 -0.00059126459851463204 4.8899901336737472e-05
leaf_weight=0.0014784193866261039 0.0010225381874477716 0.0013142767690576523 0.0012786266821263534 0.0019677687212640077 0.0011756538136960407 0.001805514895989208
leaf_count=532 715 622 408 723 496 414
internal_value=0 2.68496e-05 7.16967e-05 0.000245207 -5.46119e-05 -0.000203555
internal_weight=0 0.00902026 0.00770598 0.0032464 0.00445959 0.00298117
internal_count=3910 3195 2573 1131 1442 910
is_linear=0
shrinkage=0.00196078


Tree=8379
num_leaves=7
num_cat=0
split_feature=43 1 42 52 4 4
split_gain=8.72079e-06 2.38839e-05 3.79689e-05 2.93843e-05 4.67756e-05 3.83361e-05
threshold=-0.17307499999999998 0.11797500000000001 0.086325000000000013 0.086950000000000013 -0.077679999999999985 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.0075479312130817822 0.020885872918745083 0.011368344226175945 -0.018390541451568054 -0.013411423581896295 -0.017064040763272753 0.0067966362261975017
leaf_weight=0.0012950868854570653 0.0011975490530391824 0.0012499996997355706 0.0013902853957572427 0.0012157772020871521 0.0011199314355220865 0.0016886332602512859
leaf_count=275 568 430 1235 443 633 326
internal_value=0 -0.00130812 -0.00370454 0.000205486 0.00433795 -0.00271795
internal_weight=0 0.00786218 0.00661218 0.00522189 0.00400611 0.00280856
internal_count=3910 3635 3205 1970 1527 959
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=9
num_cat=0
split_feature=50 4 16 42 51 1 43 3
split_gain=1.33699e-05 2.69112e-05 4.08087e-05 2.88186e-05 3.07574e-05 4.46933e-05 5.59507e-05 2.29117e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 -1.0000000180025095e-35 -0.032189999999999989 0.094695000000000015 -0.078454999999999983 0.084925000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=-0.00038840392601807564 -0.00021996248999968542 0.00030905043905775527 -0.00023135618956326659 -0.00020806585943819735 0.00044866574310900418 0.00052508665997905624 -0.00032644684545067603 5.8853734867554829e-05
leaf_weight=0.0010156135536949495 0.0010088155894472086 0.0010753600563051741 0.0012858932113240231 0.001045886275796765 0.0010020509812311679 0.0010241377132810901 0.0010167006958170951 0.0014250190724824918
leaf_count=210 715 396 783 514 346 300 584 62
internal_value=0 1.82299e-05 -2.17861e-05 3.29726e-05 9.46177e-05 0.000165472 5.85274e-05 -0.00010158
internal_weight=0 0.00889066 0.0078153 0.00679969 0.00551379 0.00446791 0.00344377 0.00244172
internal_count=3910 3195 2799 2589 1806 1292 992 646
is_linear=0
shrinkage=0.00196078


Tree=8381
num_leaves=7
num_cat=0
split_feature=0 1 1 2 43 12
split_gain=1.31709e-05 1.80779e-05 2.5182e-05 4.80127e-05 1.78199e-05 7.00275e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.092550000000000007 0.11542500000000001 -0.074254999999999988 0.088835000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00031652491525767542 0.00014662679319680768 0.00020155306378302754 -3.028534032083553e-05 0.00023598880776752812 -0.00035005103240629243 -8.4664202457985409e-05
leaf_weight=0.001002871603563279 0.0017885904000285559 0.001891319246915644 0.0011369864289547159 0.001317665360667292 0.001631521509669766 0.0010003746908058258
leaf_count=1012 394 568 295 353 404 884
internal_value=0 -3.95357e-05 1.44886e-05 -7.20957e-05 -0.000218728 -0.000200739
internal_weight=0 0.00798074 0.00597749 0.00408617 0.00276851 0.00200325
internal_count=3910 3516 1620 1052 699 1896
is_linear=0
shrinkage=0.00196078


Tree=8382
num_leaves=8
num_cat=0
split_feature=48 0 2 133 3 1 47
split_gain=9.19424e-06 5.0955e-05 2.28835e-05 2.52193e-05 3.66656e-05 2.30654e-05 3.85274e-05
threshold=0.083775000000000002 -0.18087499999999998 0.11260500000000001 0.085945000000000008 -0.100615 0.079945000000000016 0.092255000000000018
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010734330193390255 0.0014466551590539313 0.0013737552439933775 0.0010966569367230165 0.0010016691653974919 0.0011099140717394317 0.0010263756205417425 0.0010362358208481936
leaf_count=308 122 628 460 833 823 575 161
internal_value=0 0.00469156 -0.00217074 -0.00491625 -0.00154913 -0.00695451 -0.0132093
internal_weight=0 0.00282041 0.00634428 0.00524763 0.00424596 0.00317253 0.00206261
internal_count=3910 750 3160 2700 1867 1559 736
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=7
num_cat=0
split_feature=160 133 2 15 4 43
split_gain=7.98806e-06 6.05496e-05 2.91059e-05 5.56762e-05 4.60081e-05 2.09004e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 0.10113500000000002 -0.07052499999999999 -0.043059999999999994 -0.074254999999999988
decision_type=2 2 2 2 2 2
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leaf_value=-0.0059247164435716447 -0.020832869880435454 0.027932188586904147 0.014449968044208393 -0.01591500733789648 0.01354718207419623 -0.0042707326035724691
leaf_weight=0.0018490232092756515 0.0010461220554776017 0.0010979815839396285 0.0010362921148259945 0.0014470063146195204 0.0011807622245038822 0.001487889867416302
leaf_count=1218 848 579 305 334 386 240
internal_value=0 0.00143395 0.005161 -0.00324356 0.010702 0.00361292
internal_weight=0 0.00729605 0.00624993 0.0024833 0.00376663 0.00266865
internal_count=3910 2692 1844 639 1205 626
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=8
num_cat=0
split_feature=47 4 4 151 16 3 13
split_gain=1.0532e-05 2.746e-05 4.9444e-05 2.89083e-05 2.99022e-05 2.08258e-05 2.6379e-05
threshold=0.11669500000000001 0.25367000000000006 0.055260000000000011 -0.0074049999999999993 -0.089864999999999987 -0.078884999999999997 -0.0030249999999999995
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=0.00029808302141443412 -0.00019503333246024055 0.00025536771075366973 -0.0004209345370111572 -0.00032518034493102911 -0.00012203377724657412 0.00038075355294893019 -4.5752836435146682e-05
leaf_weight=0.0012578457161983381 0.0010245768824277456 0.0015133465062731489 0.0010855545971409659 0.0010689637444182623 0.0016464496927319295 0.0011214282539783883 0.0011087608987430501
leaf_count=524 179 497 296 439 1246 472 257
internal_value=0 1.5017e-05 -3.48847e-05 3.2671e-05 -3.48329e-05 4.5229e-05 0.000168712
internal_weight=0 0.00880235 0.007289 0.00620345 0.0049456 0.00387664 0.00223019
internal_count=3910 3731 3234 2938 2414 1975 729
is_linear=0
shrinkage=0.00196078


Tree=8385
num_leaves=8
num_cat=0
split_feature=11 3 0 2 4 4 3
split_gain=3.01408e-05 3.22855e-05 3.40351e-05 4.31554e-05 5.1184e-05 2.87923e-05 5.03286e-05
threshold=0.076265000000000013 -0.100615 -0.10071499999999999 0.11230000000000001 0.0057500000000000008 -0.025214999999999998 -0.048154999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.00031011338515573233 -0.00032552833603514161 -7.2637524640081828e-05 -0.00028816437063426838 -0.00019007563817291881 0.00047400842172397924 -0.00034200165142248299 0.0002682323478750058
leaf_weight=0.0013511968398416752 0.0010183832375928832 0.0011132487234853576 0.0012435961094494367 0.0012434564729578322 0.0016122763308213581 0.0016537463344847383 0.0012566186596851979
leaf_count=281 291 177 1276 211 250 1233 191
internal_value=0 2.94659e-05 -1.72179e-05 0.000112628 0.000250729 -0.000141282 -8.517e-06
internal_weight=0 0.00947414 0.00812294 0.00396898 0.00272553 0.00415396 0.00250021
internal_count=3910 3619 3338 638 427 2700 1467
is_linear=0
shrinkage=0.00196078


Tree=8386
num_leaves=7
num_cat=0
split_feature=42 160 3 0 43 4
split_gain=1.42977e-05 2.28256e-05 2.14189e-05 5.60052e-05 4.33024e-05 4.77844e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.053834999999999994 -0.073139999999999983 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.00017494456832039672 -0.00017018385967172329 0.00032922344177808153 0.00043651223071846908 -0.00038568062922494787 -0.00031160132559639745 0.00019488385948232187
leaf_weight=0.0016018736521426534 0.0017584732520627847 0.001113328942218765 0.0012413774543277331 0.0010084845559642334 0.0011572607894333262 0.0018789220973186491
leaf_count=1060 1040 244 443 271 590 262
internal_value=0 2.76741e-05 8.20432e-05 2.99829e-05 0.00012798 1.83375e-06
internal_weight=0 0.00815785 0.00639937 0.00528604 0.00427756 0.00303618
internal_count=3910 2850 1810 1566 1295 852
is_linear=0
shrinkage=0.00196078


Tree=8387
num_leaves=7
num_cat=0
split_feature=131 13 48 3 3 3
split_gain=8.6249e-06 2.01929e-05 3.19706e-05 6.22188e-05 3.99202e-05 3.66504e-05
threshold=0.08103500000000001 -0.09547499999999999 0.083775000000000002 0.092005000000000017 -0.032959999999999996 -0.100615
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0098836294311506704 -0.0087110096860140915 -0.0037775095580470674 0.025041418079653717 -0.009584701841080975 0.0035793910992804033 -0.029738992245894987
leaf_weight=0.0019555956298036425 0.0010242449169040593 0.0011401895356704002 0.0010756505116361519 0.001002657218863362 0.001933546203311611 0.0010395575035709991
leaf_count=423 634 363 415 100 427 1548
internal_value=0 0.0010252 -0.00177271 0.00833642 -0.00688051 -0.016159
internal_weight=0 0.0081472 0.0061916 0.00207831 0.00411329 0.00217975
internal_count=3910 3276 2853 515 2338 1911
is_linear=0
shrinkage=0.1


Tree=8388
num_leaves=8
num_cat=0
split_feature=50 2 48 3 15 49 12
split_gain=1.71405e-05 2.02908e-05 5.62089e-05 2.99792e-05 4.39506e-05 4.35921e-05 4.77256e-05
threshold=0.086465000000000014 0.11934000000000002 0.091555000000000011 0.11476000000000001 -0.096369999999999983 -0.006494999999999999 0.086935000000000012
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=0.00025056400884149139 -0.00024648747098796953 -0.00023707412007369194 0.00044416524080097351 0.0002894470560155014 -0.00049530397626424457 0.00016452648922358275 -0.00031657596340412772
leaf_weight=0.0012648492022337057 0.0010116631725146904 0.0010221617322034833 0.001216397541644312 0.0010527804504454948 0.0011336779198008857 0.0017935902384853708 0.0014206716251185015
leaf_count=333 715 394 288 100 339 654 1087
internal_value=0 2.28468e-05 5.65543e-05 -1.41807e-05 -7.11316e-05 -0.000164715 -4.8116e-05
internal_weight=0 0.00890413 0.00788197 0.00666557 0.00561279 0.00434794 0.00321426
internal_count=3910 3195 2801 2513 2413 2080 1741
is_linear=0
shrinkage=0.00196078


Tree=8389
num_leaves=7
num_cat=0
split_feature=15 151 12 16 0 0
split_gain=9.24527e-06 3.56973e-05 2.77176e-05 4.56868e-05 6.88662e-05 3.91509e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.088325000000000015 -0.094359999999999986 -0.10071499999999999 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.0072354954320063116 0.01869468192233693 -0.023397978251918264 0.016484727708134726 0.021044662777800566 -0.011879468889515464 -0.0076849430180265885
leaf_weight=0.0015013785308839629 0.0010271053576657073 0.0011600188883614583 0.0015968195932428752 0.0010081378679960625 0.0017178124601777568 0.0011549216664690962
leaf_count=614 487 255 1238 144 920 252
internal_value=0 0.00134591 -0.0013386 -0.0067764 0.000296859 0.00634058
internal_weight=0 0.00766482 0.00663771 0.00388597 0.00272595 0.00275174
internal_count=3910 3296 2809 1319 1064 1490
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=7
num_cat=0
split_feature=0 16 52 2 0 4
split_gain=1.35257e-05 1.873e-05 2.8993e-05 3.86431e-05 2.62314e-05 4.55863e-05
threshold=0.10302000000000001 0.081265000000000018 0.090640000000000012 0.113945 -0.084304999999999977 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00023179853174366347 0.00017432025646684277 -0.00022390391736249181 -0.00026977976725478357 -0.00027152498550668996 0.00038206614221384625 0.00024355713067423273
leaf_weight=0.0012994461314526284 0.001352882676644439 0.0016543457893179016 0.0011836975966120974 0.0010458288326604618 0.0012979842580225372 0.0019241538966748854
leaf_count=840 210 587 827 296 792 358
internal_value=0 -3.69252e-05 8.89353e-06 6.81428e-05 0.000146707 5.19394e-05
internal_weight=0 0.00840546 0.00675111 0.00556741 0.00452158 0.0032236
internal_count=3910 3700 3113 2286 1990 1198
is_linear=0
shrinkage=0.00196078


Tree=8391
num_leaves=7
num_cat=0
split_feature=0 16 52 0 151 2
split_gain=1.04357e-05 1.9835e-05 2.33162e-05 3.49168e-05 3.53514e-05 2.92595e-05
threshold=0.10302000000000001 0.081265000000000018 0.090640000000000012 -0.084304999999999977 -0.0088999999999999982 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.015592144910275024 0.0083585411974208528 -0.011566893983465157 -0.012063698745648959 0.017807785399931574 -0.006087563170702576 0.014695064824512992
leaf_weight=0.0011554688411212887 0.001268566859322127 0.0015467402018659437 0.001115132501091424 0.0013366121986903793 0.0012394694250783792 0.0014939502773624294
leaf_count=379 210 587 827 905 522 480
internal_value=0 -0.00141357 0.00106324 0.00386455 -0.000927743 0.00527118
internal_weight=0 0.00788737 0.00634063 0.0052255 0.00388889 0.00273342
internal_count=3910 3700 3113 2286 1381 1002
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=1.22073e-05 2.49884e-05 2.3292e-05 4.03263e-05 4.16431e-05 6.29439e-05 3.04124e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.084795000000000023 -0.032264999999999995 0.087945000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00022196147611004154 -0.00020803533551245118 -0.00020115591837153407 9.4352486764953683e-05 -0.00024020353668634947 0.00059049504198370874 0.00041120004759984135 -0.00031559098551994325
leaf_weight=0.0014082711705565481 0.0010314405691786528 0.0010934786394353468 0.0018988002156232098 0.0010535399440664481 0.0010078842565236583 0.0012434051447505724 0.0010981516179839942
leaf_count=867 731 480 547 679 313 165 128
internal_value=0 1.74274e-05 6.3014e-05 0.000108853 0.000258221 0.000112421 -5.58602e-05
internal_weight=0 0.00880353 0.00739526 0.00630178 0.00330483 0.00229695 0.00299695
internal_count=3910 3179 2312 1832 1157 844 675
is_linear=0
shrinkage=0.00196078


Tree=8393
num_leaves=8
num_cat=0
split_feature=50 42 51 16 1 43 3
split_gain=2.3422e-05 2.20773e-05 3.02694e-05 3.49346e-05 4.91951e-05 4.6339e-05 1.81897e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 -0.30307999999999996 0.094695000000000015 -0.078454999999999983 0.090325000000000003
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=-0.00019638547696386354 -0.00029010029814466228 -0.00023172466509172715 -0.00011561034141649562 0.00044444255535429578 0.00055862809695010163 -0.00021610866474428209 0.00012425637007139117
leaf_weight=0.0014337396180937627 0.0010004202571134253 0.0010947226752660334 0.0017366308032154172 0.0010144032100024777 0.0011667932924335957 0.001273496504058687 0.0011476946112223274
leaf_count=875 715 481 448 355 385 603 48
internal_value=0 2.63919e-05 6.93588e-05 0.000121355 0.000210769 9.26299e-05 -5.47686e-05
internal_weight=0 0.00886748 0.00743374 0.00633902 0.00460239 0.00343559 0.00242119
internal_count=3910 3195 2320 1839 1391 1006 651
is_linear=0
shrinkage=0.00196078


Tree=8394
num_leaves=9
num_cat=0
split_feature=11 52 2 48 0 12 2 43
split_gain=4.97702e-05 4.41947e-05 3.91471e-05 2.75749e-05 4.17414e-05 4.87276e-05 2.95964e-05 2.23046e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.11339500000000001 0.084260000000000015 -0.10209999999999998 0.091555000000000011 0.086875000000000022 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00044200761473392599 -0.00043019244399912992 -0.00036864462406786949 -0.00033075182808264543 0.00028488049747682481 2.3122374431369231e-05 -0.00028557145701775749 0.00048142293749761281 5.4432300758374534e-05
leaf_weight=0.0012451836016141395 0.0010088390583282399 0.0011419073119178988 0.0014918452202344465 0.0012386064316035087 0.0011805458834871813 0.0010209415679368989 0.0010011896820909453 0.0010541905100134
leaf_count=483 304 240 438 302 788 601 394 360
internal_value=0 2.81586e-05 -4.85924e-05 2.68015e-05 -4.67748e-05 6.79872e-05 0.000233435 0.000264317
internal_weight=0 0.00937441 0.00707504 0.00558319 0.00434458 0.00320268 0.00218174 0.00229937
internal_count=3910 3606 2763 2325 2023 1783 1182 843
is_linear=0
shrinkage=0.00196078


Tree=8395
num_leaves=7
num_cat=0
split_feature=0 1 2 1 15 43
split_gain=8.4718e-06 1.75207e-05 2.07821e-05 3.67714e-05 1.63228e-05 1.52614e-05
threshold=0.10302000000000001 1.0000000180025095e-35 0.11542500000000001 0.092550000000000007 0.084695000000000006 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.018280189694930903 0.0074937739761485383 0.0090840351953819665 0.012817308754123104 0.00016200006788927375 -0.0003224093071912167 -0.015110697065437632
leaf_weight=0.0010143230704834502 0.0012735363539583379 0.001889579635323367 0.0012658888173674374 0.001083983939339889 0.001010337372286435 0.0016504880387333584
leaf_count=1150 210 622 383 323 763 459
internal_value=0 -0.00129405 0.00146451 -0.00164345 -0.00931898 -0.00905638
internal_weight=0 0.0079146 0.00588994 0.00462405 0.00202466 0.00273447
internal_count=3910 3700 1787 1404 1913 782
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=8
num_cat=0
split_feature=156 15 151 47 12 0 12
split_gain=1.82893e-05 3.07061e-05 4.86133e-05 4.18844e-05 5.45725e-05 4.92296e-05 3.891e-05
threshold=0.083820000000000019 -0.11739999999999999 -0.024429999999999997 0.09550500000000002 0.086865000000000012 -0.11287999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.00023809272001430425 -0.00024862402502582828 0.00042363125275772002 4.6055605541031331e-05 0.00033385267182102187 0.00039339396860030908 -0.00051764515531407091 -8.3710882009813476e-05
leaf_weight=0.0014565417822147795 0.0010675491376024556 0.0012650011756812855 0.0010135533155586998 0.0011919542549969952 0.0011425292366143876 0.0014446291186048688 0.0015471013556562496
leaf_count=530 559 425 161 179 653 629 774
internal_value=0 2.27195e-05 7.26729e-05 2.64466e-06 -7.40451e-05 -0.000285221 0.000118959
internal_weight=0 0.00906131 0.00760477 0.00633977 0.00514781 0.00245818 0.00268963
internal_count=3910 3351 2821 2396 2217 790 1427
is_linear=0
shrinkage=0.00196078


Tree=8397
num_leaves=8
num_cat=0
split_feature=1 12 1 48 12 16 16
split_gain=1.29736e-05 2.49684e-05 2.74825e-05 3.6935e-05 3.93304e-05 4.36421e-05 6.88972e-05
threshold=0.12864500000000004 0.10129000000000001 0.11052000000000002 0.087770000000000015 0.091405000000000014 -0.091214999999999977 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00039904068715171837 0.00018827332180778523 -0.00030264451956349387 -0.00026545862084645318 0.00034282152017878491 0.00032085174303543215 0.00029309851707023607 -0.0003629923641622189
leaf_weight=0.0013213604446750196 0.0011658159389955061 0.0011386708507450001 0.0011827437313981946 0.0013877972727461274 0.0010346050984959372 0.0015876437221076204 0.0010048383731207432
leaf_count=463 331 438 290 371 626 972 419
internal_value=0 -3.20583e-05 8.91914e-06 6.01354e-05 -1.91443e-05 -0.000109021 3.87996e-05
internal_weight=0 0.00865766 0.00751899 0.00633624 0.00494845 0.00391384 0.00259248
internal_count=3910 3579 3141 2851 2480 1854 1391
is_linear=0
shrinkage=0.00196078


Tree=8398
num_leaves=8
num_cat=0
split_feature=11 0 42 16 16 1 4
split_gain=4.30246e-05 3.62546e-05 3.00418e-05 3.82017e-05 3.73409e-05 5.94876e-05 4.13003e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 -1.0000000180025095e-35 -0.30307999999999996 -0.09601999999999998 0.11183500000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00030546315521324407 -0.00039151629978832877 0.00028135005317430045 -0.00026744510322064915 0.00044524395013893975 -9.9832194299078809e-06 -0.00037971272185869178 0.00048802753812154378
leaf_weight=0.0012354853687980829 0.0010092176247338746 0.0018373826595528917 0.001307550470125398 0.0010118479004991156 0.0017571543841322919 0.0010345746583190316 0.0010072140424145291
leaf_count=977 304 324 327 228 1317 217 216
internal_value=0 3.49833e-05 -2.65724e-05 2.97444e-05 0.000110519 2.13651e-05 0.00017147
internal_weight=0 0.00919121 0.00735383 0.00611834 0.00481079 0.00379894 0.00276437
internal_count=3910 3606 3282 2305 1978 1750 1533
is_linear=0
shrinkage=0.00196078


Tree=8399
num_leaves=7
num_cat=0
split_feature=160 133 2 0 0 16
split_gain=8.11999e-06 5.09061e-05 2.40203e-05 4.78517e-05 4.25722e-05 4.09714e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 0.10113500000000002 -0.074014999999999984 -0.06402999999999999 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
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leaf_value=-0.0059649236553358546 -0.018964931736878764 0.018449257173838562 0.0088498609912913834 -0.019228867755036957 0.026096710867432649 -0.006944701404682195
leaf_weight=0.0018704010942824341 0.0010505648416189754 0.0010402712297880336 0.0014626647285059377 0.0010374120647540625 0.0011293471506280662 0.0016323276439754342
leaf_count=1218 848 178 296 343 206 821
internal_value=0 0.00141456 0.00481188 -0.00280147 0.00981825 0.00293954
internal_weight=0 0.00735259 0.00630202 0.00250008 0.00380195 0.0026726
internal_count=3910 2692 1844 639 1205 999
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=8
num_cat=0
split_feature=3 4 12 52 52 49 16
split_gain=1.83728e-05 4.56515e-05 5.42399e-05 4.69291e-05 4.0433e-05 2.70451e-05 5.65669e-05
threshold=-0.050194999999999997 0.08734500000000002 0.092365000000000017 0.0033900000000000002 0.10433000000000002 -0.006494999999999999 0.050115000000000007
decision_type=2 2 2 2 2 2 2
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right_child=4 -3 -4 -5 -6 6 -8
leaf_value=-0.00044302615969255335 -0.00028944024492126238 0.00010982642285150082 -0.00068653555277979551 0.00013623542799798535 0.00033888714840970261 0.00023499272003389397 -0.00034715328423547478
leaf_weight=0.0010166343536971074 0.0016886489097292694 0.0014279852683919481 0.0010135362248487557 0.0011414437397069773 0.0010203730056024055 0.0017798427029941106 0.0010035941764437073
leaf_count=902 325 300 920 724 176 383 180
internal_value=0 -0.000181296 -0.000312371 -0.000136645 -1.33133e-05 -9.3673e-05 2.50945e-05
internal_weight=0 0.0045996 0.00317161 0.00215808 0.00549246 0.00447209 0.00278344
internal_count=3910 2846 2546 1626 1064 888 563
is_linear=0
shrinkage=0.00196078


Tree=8401
num_leaves=8
num_cat=0
split_feature=13 2 13 47 4 1 2
split_gain=2.07921e-05 5.48368e-05 2.75561e-05 2.96386e-05 6.60595e-05 3.68667e-05 2.2657e-05
threshold=-0.091229999999999992 0.099990000000000009 -0.017604999999999999 0.096175000000000024 0.0057500000000000008 0.086560000000000012 0.097360000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -6
right_child=2 -3 3 -5 6 -7 -8
leaf_value=-0.00019127530211715939 -0.00029378599070818359 0.00038381188758177052 3.7832783286316735e-05 -0.00031011645419970458 0.00053834463314685001 -0.00041053167593235919 0.00012798619045163563
leaf_weight=0.0011073058656642862 0.001577607901233612 0.0015024210448720942 0.0019221196714360174 0.0010095827479235896 0.0010071988663695225 0.0011135330196691989 0.0010634998099634577
leaf_count=363 1619 244 719 154 144 440 227
internal_value=0 0.000139803 -6.27351e-05 -3.13546e-06 5.75581e-05 -0.000126636 0.000327587
internal_weight=0 0.00260973 0.00769354 0.00611593 0.00510635 0.00303565 0.0020707
internal_count=3910 607 3303 1684 1530 1159 371
is_linear=0
shrinkage=0.00196078


Tree=8402
num_leaves=6
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split_feature=0 12 3 1 2
split_gain=8.81746e-06 1.82888e-05 2.73505e-05 5.18414e-05 3.08471e-05
threshold=0.10302000000000001 0.092365000000000017 0.11265500000000002 0.094485000000000013 0.086545000000000025
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
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leaf_weight=0.001453099700794282 0.0012788055034711207 0.0017756235685791079 0.0015477060116859016 0.0013047334410095849 0.0018775534404764144
leaf_count=967 210 1076 287 446 924
internal_value=0 -0.00139941 0.00116947 0.00501257 -0.00160642
internal_weight=0 0.00795872 0.00618309 0.00463539 0.00333065
internal_count=3910 3700 2624 2337 1891
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=7
num_cat=0
split_feature=0 16 1 15 0 2
split_gain=2.0285e-05 3.24188e-05 3.46908e-05 3.30474e-05 4.68166e-05 4.8467e-05
threshold=0.10302000000000001 0.081265000000000018 1.0000000180025095e-35 -0.19153499999999998 -0.21145499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.0002154426134718308 0.00021270300560529814 -0.00028145161089519353 -0.00022278249797129081 -0.00012727005155310133 6.3925098766521622e-05 0.00056687949914479706
leaf_weight=0.0018202093695960609 0.0014150823741734273 0.0017236063597557711 0.0010009755924532014 0.0013668029459860676 0.0014947894307732908 0.0014523364946396587
leaf_count=1632 210 587 323 139 673 346
internal_value=0 -4.01143e-05 1.81848e-05 9.81958e-05 0.000172674 0.00031178
internal_weight=0 0.00885872 0.00713511 0.0053149 0.00431393 0.00294713
internal_count=3910 3700 3113 1481 1158 1019
is_linear=0
shrinkage=0.00196078


Tree=8404
num_leaves=7
num_cat=0
split_feature=13 403 160 43 150 2
split_gain=1.1967e-05 3.50475e-05 3.62758e-05 3.22418e-05 2.82071e-05 2.81389e-05
threshold=0.17936000000000002 0.03138500000000001 -0.079684999999999992 -0.049504999999999987 0.084800000000000014 0.098195000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00034148521108577114 -0.00020393286194003254 0.00034446967829316309 0.00024480430866640813 -0.00032835196243588479 0.00022398487219068685 1.9540404251974763e-05
leaf_weight=0.0012290082699947542 0.001091866627784239 0.001080274657541078 0.0018490759436564502 0.001684396870280877 0.001032833721313282 0.0019046237753744266
leaf_count=737 221 418 1062 853 171 448
internal_value=0 1.37328e-05 -3.26685e-05 2.59844e-05 -6.15594e-05 -0.000143732
internal_weight=0 0.00878021 0.00769994 0.00647093 0.00462185 0.00358902
internal_count=3910 3689 3271 2534 1472 1301
is_linear=0
shrinkage=0.00196078


Tree=8405
num_leaves=7
num_cat=0
split_feature=3 47 42 52 52 1
split_gain=8.77095e-06 2.10239e-05 3.11902e-05 4.46101e-05 4.07566e-05 1.59892e-05
threshold=0.15165000000000003 0.10887000000000001 -1.0000000180025095e-35 -0.069134999999999988 0.10599500000000002 0.090740000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.014400704042690456 0.0084824768849003553 -0.014184872317696684 -0.01000210368633966 0.0081667178022100072 -0.0073222965863819619 0.022440758621271505
leaf_weight=0.0011437064029066833 0.0010435759560803162 0.0010898571285136117 0.0017137882961261834 0.0016583533415938149 0.001115658297305748 0.001489695964060764
leaf_count=1008 209 215 735 838 514 391
internal_value=0 -0.0012504 0.000729142 0.00362402 0.00910101 0.0149214
internal_weight=0 0.00821106 0.0071212 0.0059775 0.00426371 0.00314805
internal_count=3910 3701 3486 2478 1743 1229
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=9
num_cat=0
split_feature=50 4 16 42 51 43 4 0
split_gain=1.18311e-05 2.35885e-05 3.11638e-05 2.99902e-05 3.50432e-05 3.00572e-05 2.45159e-05 1.24269e-05
threshold=0.084340000000000012 0.28937500000000005 -0.30307999999999996 -1.0000000180025095e-35 -0.032189999999999989 -0.073139999999999983 0.0057500000000000008 -0.051824999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.00034410939402365864 -0.00020819572705460789 0.00028830569010412314 -0.000246803440984152 -0.00023611149790812576 0.00042222933214515804 -0.00020011445131539791 0.00030954066311136407 0.00010027585826290326
leaf_weight=0.0010174413526400977 0.0010376089283891466 0.0010544822116342733 0.0012731773559534927 0.0010408091754514452 0.0012432029319788627 0.0011212901626274628 0.0010367220427804982 0.0010031983486833798
leaf_count=210 731 396 775 513 498 586 99 102
internal_value=0 1.31924e-05 -2.43087e-05 2.41223e-05 8.74689e-05 0.000163934 6.23552e-05 -5.8268e-05
internal_weight=0 0.00879032 0.00773584 0.0067184 0.00544522 0.00440441 0.00316121 0.00212449
internal_count=3910 3179 2783 2573 1798 1285 787 688
is_linear=0
shrinkage=0.00196078


Tree=8407
num_leaves=6
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split_feature=15 151 49 0 52
split_gain=8.60882e-06 3.34893e-05 3.06114e-05 3.90504e-05 5.21526e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.053904999999999988 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=-0.0070347718724935969 0.017919710361220271 -0.01503818463165113 0.015374075867545745 -0.014803387180471831 0.0085417980732964954
leaf_weight=0.0015158485214268802 0.0010380330949867345 0.0013186061886423734 0.0015468690791488986 0.0019678787274700921 0.0018627354780574538
leaf_count=614 487 262 275 1318 954
internal_value=0 0.00120677 -0.00138408 0.00196403 -0.00345119
internal_weight=0 0.00773412 0.00669609 0.00537748 0.00383061
internal_count=3910 3296 2809 2547 2272
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=7
num_cat=0
split_feature=52 160 52 2 0 0
split_gain=1.02586e-05 2.5286e-05 2.5572e-05 6.05464e-05 3.19717e-05 2.18198e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.10433000000000002 0.10457000000000001 -0.084304999999999977 -0.14733499999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.0067781621989410901 -0.016386775157297404 -0.0051338597230106385 0.013845937657743102 -0.021652620921824101 0.016379585137669312 0.010951582646106415
leaf_weight=0.0010776443995168306 0.0010770974145578333 0.0014743366512253975 0.0011174386722691615 0.0012375612149037067 0.00129980158535957 0.0019505174552042859
leaf_count=128 924 613 251 279 653 1062
internal_value=0 -0.00245776 0.000467275 -0.00325928 0.0049461 0.00464203
internal_weight=0 0.00620624 0.00512914 0.0040117 0.00277414 0.00302816
internal_count=3910 2720 1796 1545 1266 1190
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=8
num_cat=0
split_feature=11 48 0 42 4 0 15
split_gain=2.98627e-05 2.47254e-05 9.34944e-05 2.60052e-05 3.12618e-05 5.71725e-05 6.7047e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.088669999999999985 -0.084009999999999987 -0.084154999999999994 -0.015439999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.0002239432474827835 -0.0003261049986718572 -0.00016212780777361547 0.00056344947751662319 0.00013262378678873281 -0.00029762858117304955 -0.00053160031026036711 0.00036862220460032972
leaf_weight=0.001193557595883808 0.0010107032381841295 0.0014264508919720406 0.0013096374167349181 0.0015923024029824281 0.0013795777343165029 0.0012752441695572884 0.0010028553349123539
leaf_count=407 304 114 591 388 539 1143 424
internal_value=0 2.90062e-05 0.000185172 -3.73057e-05 -9.66994e-05 -0.000196531 -1.71787e-05
internal_weight=0 0.00917963 0.00273609 0.00644354 0.00524998 0.00365768 0.00238243
internal_count=3910 3606 705 2901 2494 2106 963
is_linear=0
shrinkage=0.00196078


Tree=8410
num_leaves=8
num_cat=0
split_feature=52 160 52 2 13 2 2
split_gain=1.19102e-05 2.38336e-05 2.27046e-05 5.61266e-05 3.57051e-05 2.1661e-05 4.61603e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.10433000000000002 0.10457000000000001 -0.077799999999999994 0.099015000000000006 0.085355000000000014
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.00026743948375302935 -0.00031409688491808356 0.00036844606733590625 0.00023634768482881028 -0.00040605926791018396 -8.1304870637775815e-05 0.00031746854076683713 -0.00030317520585860245
leaf_weight=0.0010671611962403053 0.0011479226003884109 0.0010599461828278817 0.0011890746733909168 0.0013198927243435431 0.0018865437396157251 0.0010619173966166162 0.0011140765585903691
leaf_count=317 924 391 251 279 875 481 392
internal_value=0 -5.72935e-05 -3.25762e-06 -7.00375e-05 8.04849e-05 8.78052e-05 -2.40044e-05
internal_weight=0 0.00660338 0.00545546 0.00426638 0.00294649 0.00324316 0.00218124
internal_count=3910 2720 1796 1545 1266 1190 709
is_linear=0
shrinkage=0.00196078


Tree=8411
num_leaves=9
num_cat=0
split_feature=11 3 47 43 3 4 52 47
split_gain=2.89498e-05 3.70192e-05 2.49937e-05 2.44737e-05 3.4886e-05 2.3244e-05 1.74816e-05 2.29421e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 -0.06705499999999999 0.094625000000000015 -0.074479999999999977 -0.014099999999999998 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -4
right_child=-2 2 7 4 6 -7 -8 -9
leaf_value=0.00035724929741120278 -0.00032304600013139686 0.00024741762152680191 -0.00026287818221076273 -5.5160678276947515e-06 0.00032009033020314172 -0.00042319915088855493 -2.8350705814395816e-05 -0.00013422574198106106
leaf_weight=0.0011496323910980344 0.0010009154716968177 0.001674855202308468 0.0011047585112467493 0.0010129723405268467 0.0010598681818381611 0.0010362670251155438 0.0011588780665985478 0.0010295418931154069
leaf_count=222 304 1233 239 763 160 613 177 199
internal_value=0 2.80434e-05 -1.8813e-05 4.65522e-05 -3.2272e-05 -0.000216732 0.000138095 -0.000200819
internal_weight=0 0.00922677 0.00807714 0.00594284 0.00426799 0.00204924 0.00221875 0.0021343
internal_count=3910 3606 3384 2946 1713 1376 337 438
is_linear=0
shrinkage=0.00196078


Tree=8412
num_leaves=8
num_cat=0
split_feature=52 160 2 4 1 0 16
split_gain=1.17913e-05 2.81511e-05 2.24059e-05 6.92735e-05 2.75215e-05 2.02593e-05 1.75195e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.08422499999999998 0.092550000000000007 -0.14733499999999997 0.24895000000000003
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.00011486494217851483 -0.00033010529094713078 -0.00049430145038567911 0.00020930727656451214 0.00024340969404938157 -0.00015416588523119886 0.00039129473353577009 3.1366332232738591e-05
leaf_weight=0.0011485260918462862 0.0011438678494901404 0.0010747541274749362 0.0015315684790210122 0.0017403898784014832 0.0010878241519542363 0.0010298650297956627 0.001050067523733339
leaf_count=128 924 369 315 809 303 621 441
internal_value=0 -5.05227e-05 8.32422e-06 -7.05438e-05 9.0489e-05 9.41601e-05 0.000209583
internal_weight=0 0.0065784 0.00543454 0.00390297 0.00282821 0.00322846 0.00207993
internal_count=3910 2720 1796 1481 1112 1190 1062
is_linear=0
shrinkage=0.00196078


Tree=8413
num_leaves=8
num_cat=0
split_feature=50 160 42 151 4 2 13
split_gain=2.88063e-05 2.70801e-05 4.01751e-05 3.4492e-05 3.76909e-05 4.67403e-05 7.08943e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.0088999999999999982 0.074650000000000008 0.086650000000000019 -0.077944999999999987
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=0.00025463412587763227 -0.00032028238691954823 -0.00034431343378298128 -0.00025424583761479491 -0.00033267136011662 0.00037870134291709311 -0.00022585574178569245 0.00045048004587316845
leaf_weight=0.0016341300356106517 0.0010278132086371525 0.0012529622408392112 0.0012236900699797064 0.0010953191937249102 0.0014546660568337177 0.0010569861792230075 0.0013658333971108226
leaf_count=804 715 766 334 400 282 243 366
internal_value=0 2.60505e-05 -2.40921e-05 4.06583e-05 0.000113227 3.46006e-06 0.00015542
internal_weight=0 0.00908359 0.00744946 0.00619649 0.0049728 0.00351814 0.00242282
internal_count=3910 3195 2391 1625 1291 1009 609
is_linear=0
shrinkage=0.00196078


Tree=8414
num_leaves=8
num_cat=0
split_feature=4 16 47 151 15 0 52
split_gain=2.10573e-05 5.06554e-05 3.21227e-05 4.41262e-05 6.90799e-05 3.94137e-05 7.04516e-05
threshold=0.27608500000000008 -0.30307999999999996 0.10783500000000001 -0.0074049999999999993 -0.07142999999999998 -0.083424999999999985 0.089525000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
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leaf_count=197 441 517 188 647 633 887 400
internal_value=0 -3.86743e-05 1.54269e-05 -3.4094e-05 -0.000112669 6.68311e-06 -0.00012132
internal_weight=0 0.00884133 0.00780432 0.00675717 0.00542347 0.00420134 0.00288895
internal_count=3910 3469 3272 3084 2567 1920 1287
is_linear=0
shrinkage=0.00196078


Tree=8415
num_leaves=8
num_cat=0
split_feature=1 484 12 47 52 13 1
split_gain=1.64113e-05 2.7538e-05 4.20962e-05 4.83436e-05 3.03075e-05 6.44726e-05 4.204e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
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leaf_weight=0.0014388363702973828 0.0012155157198544342 0.0010171995275238049 0.0010820722470252274 0.0012052846734727559 0.0011877780746476873 0.001992279482953962 0.001014140919184487
leaf_count=667 331 417 414 263 463 1003 352
internal_value=0 -3.08829e-05 -6.98875e-05 -1.30243e-05 6.3236e-05 0.000147475 0.00030028
internal_weight=0 0.00893759 0.00792039 0.00683832 0.00563303 0.0041942 0.00300642
internal_count=3910 3579 3162 2748 2485 1818 1355
is_linear=0
shrinkage=0.00196078


Tree=8416
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 42 43 2
split_gain=1.39246e-05 3.59301e-05 4.65252e-05 4.66325e-05 4.26115e-05 3.43211e-05 6.30987e-05 4.96302e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
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leaf_weight=0.0010003300673084364 0.0010411821628478453 0.0012759386020717101 0.0011291708037428115 0.0011213151032450712 0.0010940133043658854 0.0010575784707184924 0.001434616821551834 0.0010424843176785846
leaf_count=413 715 298 169 688 131 354 828 314
internal_value=0 1.08426e-05 -3.21779e-05 3.16051e-05 0.000265233 -7.99494e-05 1.4869e-05 -0.00015631
internal_weight=0 0.00915545 0.00815512 0.00687918 0.00222318 0.00465599 0.00353468 0.0024771
internal_count=3910 3195 2782 2484 300 2184 1496 1142
is_linear=0
shrinkage=0.00196078


Tree=8417
num_leaves=7
num_cat=0
split_feature=4 16 0 48 52 13
split_gain=8.93626e-06 1.87805e-05 2.20636e-05 5.7892e-05 2.96672e-05 4.63918e-05
threshold=0.27020000000000005 -0.27337499999999998 -0.10575999999999998 0.084795000000000023 0.086635000000000004 -0.0030249999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 -7
leaf_value=-0.013737309638325977 0.0074806293908698104 0.025963231927544312 0.0028759371270676761 -0.0068092052526910326 0.0065616844489512303 -0.022333521817553173
leaf_weight=0.0010693910773184375 0.001319359180387788 0.0010345412840565991 0.0014773200395122815 0.0011253366607839367 0.0018659608988696105 0.0014430270949420787
leaf_count=186 472 204 1410 178 901 559
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internal_weight=0 0.00801558 0.00694619 0.00215988 0.00478631 0.00292035
internal_count=3910 3438 3252 382 2870 1969
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=8
num_cat=0
split_feature=52 160 2 2 2 4 1
split_gain=9.62781e-06 2.26556e-05 2.14792e-05 2.3757e-05 2.0616e-05 7.36287e-05 2.92842e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.099015000000000006 0.085515000000000022 0.11005500000000001 -0.08422499999999998 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7
right_child=1 4 -4 -5 -6 6 -8
leaf_value=0.0093405503483978067 -0.015512887427603775 -0.026323191575119628 0.01644728112709903 -0.012165642819126084 0.010473473412432094 0.013394083711022792 -0.0080458435051603758
leaf_weight=0.0010291083579681997 0.0010855291600723512 0.0010287605216362052 0.0010048558561017722 0.0010254839036017227 0.001454034519440494 0.0016532339716868419 0.0010364725942251121
leaf_count=324 924 369 481 385 315 809 303
internal_value=0 -0.00237885 0.00446614 -0.00139358 0.000377533 -0.00357029 0.00513225
internal_weight=0 0.00625803 0.00305945 0.00205459 0.0051725 0.00371847 0.00268971
internal_count=3910 2720 1190 709 1796 1481 1112
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=8
num_cat=0
split_feature=50 0 42 47 52 2 1
split_gain=2.04303e-05 2.43973e-05 4.65829e-05 3.92524e-05 3.70761e-05 3.3923e-05 2.83348e-05
threshold=0.086465000000000014 -0.017269999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.048490000000000012 0.087005000000000013 0.090740000000000015
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=-0.00039592004015993258 -0.00026573213904446797 0.00022298774410980783 0.00031701765082356166 -0.00020664716019515962 0.00045189074582014218 -0.0003417596370063226 0.00011213213164907425
leaf_weight=0.0011089465889086835 0.0010271974410548087 0.0019091059495852476 0.0010844042711770393 0.0017469708912171995 0.0011029005073312859 0.0010332720159963436 0.0010830196427210718
leaf_count=825 715 384 364 321 591 415 295
internal_value=0 2.60374e-05 -2.64801e-05 4.12308e-05 0.000141853 3.50192e-05 -0.000109479
internal_weight=0 0.00906862 0.00715951 0.00605057 0.0043036 0.0032007 0.00211629
internal_count=3910 3195 2811 1986 1665 1074 710
is_linear=0
shrinkage=0.00196078


Tree=8420
num_leaves=8
num_cat=0
split_feature=0 52 150 15 15 0 3
split_gain=1.56012e-05 2.73102e-05 1.91398e-05 4.88397e-05 6.10847e-05 4.46387e-05 1.27399e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 -0.0089749999999999986 0.085450000000000012 -0.10783 -0.069414999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=-0.00031434344630289993 -6.51459358426515e-06 -0.00041916177272174996 0.00020239023249789251 0.00052403905799557472 -0.00011296738541639413 7.8159887395784792e-05 0.00030098078902463286
leaf_weight=0.0012486747302209514 0.0010663238741237136 0.0017633476405541019 0.0014334204569721879 0.0010006982543643997 0.0013726731810708866 0.0011441264195392647 0.0010074406791319183
leaf_count=597 241 323 403 402 1039 700 205
internal_value=0 -4.80687e-05 1.45136e-06 -5.3091e-05 0.000155617 -0.00022346 0.000142868
internal_weight=0 0.00796294 0.00671427 0.00528085 0.00237337 0.00290747 0.00207376
internal_count=3910 3464 2867 2464 1441 1023 446
is_linear=0
shrinkage=0.00196078


Tree=8421
num_leaves=7
num_cat=0
split_feature=0 52 150 15 2 3
split_gain=1.01452e-05 2.75928e-05 2.34278e-05 4.21314e-05 3.59299e-05 2.10746e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.084380000000000024 -0.0089749999999999986 0.084145000000000011 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.016044704224992965 0.006336384945273367 0.0047600868011339753 0.012953425282207338 -0.0011537468533141337 -0.018896482301895112 0.018501134545782227
leaf_weight=0.0011499621937341555 0.0019273529379473494 0.0010005227873408271 0.0012667777959956663 0.0011576019402468778 0.001791821423308293 0.0010317504680256676
leaf_count=597 446 257 378 1010 791 431
internal_value=0 -0.0018092 0.000810684 -0.00227705 -0.0104201 0.00810878
internal_weight=0 0.00739844 0.00624847 0.0049817 0.00279234 0.00218935
internal_count=3910 3464 2867 2489 1048 1441
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=9
num_cat=0
split_feature=42 43 15 1 1 160 4 43
split_gain=2.69275e-05 3.11445e-05 4.63571e-05 7.61151e-05 4.90896e-05 4.03824e-05 3.48105e-05 2.74004e-05
threshold=0.092145000000000019 0.093240000000000017 -0.074174999999999977 0.11198000000000001 0.10713500000000002 0.031805000000000007 -0.06272999999999998 -0.0031199999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.00025274809916277078 -0.00023277387266565274 0.00035290985270659348 6.0153055836473938e-05 0.00059644047882209705 -0.00050393433198773368 0.00025381757151490266 0.00028146218245237055 -0.00037740669217469749
leaf_weight=0.0013765970024766272 0.0017070071335726278 0.0010518695952825242 0.0010970501077577966 0.0010703212899601864 0.0010847965293152213 0.0010794824642518224 0.0010027504658053064 0.0011038786011578158
leaf_count=487 832 270 691 248 204 256 549 373
internal_value=0 3.61584e-05 -6.47583e-06 0.000160062 -0.000143419 -3.01052e-05 -2.13454e-05 -0.000159306
internal_weight=0 0.00886675 0.00781488 0.0035264 0.00428848 0.00245608 0.00320368 0.00220093
internal_count=3910 3078 2808 991 1817 743 1613 1064
is_linear=0
shrinkage=0.00196078


Tree=8423
num_leaves=9
num_cat=0
split_feature=11 0 47 15 150 3 3 1
split_gain=2.72688e-05 2.4502e-05 3.08262e-05 3.56151e-05 5.98315e-05 3.92444e-05 4.36357e-05 1.63645e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 0.087850000000000025 -0.096369999999999983 0.086420000000000011 -0.083604999999999985 -0.016619999999999996 0.11593500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -4
right_child=-2 -3 7 4 -6 6 -8 -9
leaf_value=0.0003584445796042083 -0.00031579624110433953 0.00022587756504263872 -5.7276114842046522e-05 -0.00021383198390000337 -0.0004406440541499718 0.00054706568976929898 -2.151587900733718e-05 -0.00040849268886185031
leaf_weight=0.001148588660738201 0.0010012053803198058 0.0018607495495715489 0.0010327216686715187 0.0010018712680848721 0.0010321358630044838 0.0010231596625213562 0.0010530243657274165 0.0010077870064181243
leaf_count=425 304 324 290 826 313 1072 218 138
internal_value=0 2.50245e-05 -2.61774e-05 5.31963e-05 -3.2105e-05 0.000104887 0.000258686 -0.000230738
internal_weight=0 0.00916004 0.00729929 0.00525878 0.00411019 0.00307806 0.00207618 0.00204051
internal_count=3910 3606 3282 2854 2429 2116 1290 428
is_linear=0
shrinkage=0.00196078


Tree=8424
num_leaves=7
num_cat=0
split_feature=1 457 49 42 52 4
split_gain=9.76303e-06 2.34636e-05 2.60588e-05 3.78965e-05 1.86135e-05 1.87917e-05
threshold=0.12864500000000004 0.069705000000000003 -0.014989999999999998 0.088915000000000008 0.086950000000000013 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.018142064619185157 0.008653020427318088 0.011085490482524094 0.00097595690448216304 -0.016220915718560384 -0.0061195569368106733 0.016635467398257702
leaf_weight=0.0010480809417651397 0.0011161195818750287 0.001287493455809658 0.0018304238719322045 0.0012844100633199107 0.0014627974704892878 0.0013181835007064038
leaf_count=307 331 313 1166 918 605 270
internal_value=0 -0.00131361 -0.00361257 -0.00102971 0.00320148 0.00753191
internal_weight=0 0.00823139 0.0069439 0.00589581 0.0046114 0.00314861
internal_count=3910 3579 3266 2959 2041 1436
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=1.9473e-05 3.12268e-05 3.99055e-05 3.91749e-05 4.87669e-05 4.69935e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 0.016865000000000002 -0.10131499999999999 0.086635000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00034333539235253621 -0.00026652762962249104 -0.00034043402677658494 0.00025267944384908391 0.00027455923053052838 -0.00039241718826291464 6.3068961389302572e-05
leaf_weight=0.0010040049848775373 0.0010361368890622188 0.0012834834592628129 0.0014015414510281494 0.0019114986901201982 0.0018688019274272418 0.0016308136163514354
leaf_count=413 715 298 189 464 1191 640
internal_value=0 1.71682e-05 -2.32799e-05 3.6471e-05 -5.63858e-05 -0.000180162
internal_weight=0 0.00910014 0.00809614 0.00681266 0.00490116 0.00349962
internal_count=3910 3195 2782 2484 2020 1831
is_linear=0
shrinkage=0.00196078


Tree=8426
num_leaves=7
num_cat=0
split_feature=0 52 150 15 0 0
split_gain=9.8449e-06 2.26131e-05 1.9958e-05 3.76524e-05 3.20015e-05 1.83022e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.084380000000000024 -0.0089749999999999986 -0.10783 -0.083934999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.014656260992344487 0.0062309511675430846 -0.018401814438481625 0.011773542740471963 0.016236230320635685 0.0035908337440819249 -0.0020546768928008442
leaf_weight=0.0011516873018674496 0.0019354497471062394 0.0017222130204438022 0.0012717353761188014 0.0011516798831840854 0.0010743774731365734 0.0010420259483342022
leaf_count=597 446 338 378 573 710 868
internal_value=0 -0.00177814 0.000590353 -0.00225959 -0.00995281 0.00754792
internal_weight=0 0.00741372 0.00626203 0.0049903 0.00279659 0.00219371
internal_count=3910 3464 2867 2489 1048 1441
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=7
num_cat=0
split_feature=4 151 16 2 4 1
split_gain=1.11184e-05 1.80225e-05 2.67541e-05 2.21375e-05 3.62195e-05 3.98772e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.092424999999999993 0.106285 -0.08422499999999998 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0090770702687405884 0.0083821267324811349 -0.013359311162475396 -0.017351572257674475 0.012799738255562144 0.016455990532595624 -0.009584339849993323
leaf_weight=0.0013389093445997603 0.0013235910675849132 0.0019870689139278377 0.0012177258956269713 0.0011133710195257857 0.0012187005572073168 0.001136465955022405
leaf_count=561 472 576 564 409 976 352
internal_value=0 -0.00151124 -0.00363564 0.000487392 -0.00334933 0.00389045
internal_weight=0 0.00801224 0.00667333 0.00468626 0.00357289 0.00235517
internal_count=3910 3438 2877 2301 1892 1328
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=7
num_cat=0
split_feature=0 43 15 16 1 48
split_gain=9.54049e-06 2.15258e-05 2.71831e-05 3.37599e-05 3.85412e-05 3.57867e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.079360000000000014 -0.19424999999999998 0.11183500000000002 0.084500000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.010987703531588082 0.0061617842178354545 -0.0091803414713193532 -0.012380158393520413 0.029916476880444434 -0.0057524066043270865 0.0041062806926034099
leaf_weight=0.0018755141883388038 0.0019304689928724391 0.0012153272891943945 0.0011346740599683519 0.0011589593139839061 0.0010048956974010475 0.0010013516400711354
leaf_count=1184 446 294 1089 430 213 254
internal_value=0 -0.00173311 0.00141403 0.00498709 0.0104269 0.0179529
internal_weight=0 0.00739072 0.00551521 0.00438053 0.00316521 0.00216031
internal_count=3910 3464 2280 1191 897 684
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=8
num_cat=0
split_feature=1 484 457 4 4 0 2
split_gain=1.07397e-05 1.79751e-05 3.09089e-05 3.06346e-05 4.40975e-05 2.5211e-05 1.49065e-05
threshold=0.12864500000000004 0.073820000000000011 0.082870000000000013 -0.076329999999999995 0.05309500000000001 -0.11524 0.088895000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.01106349930099363 0.0091305626757373411 0.010899315376849452 0.011888805443414266 -0.027328389716679131 -0.014592312010478349 0.0063355833483392521 -0.0045472152722270988
leaf_weight=0.001119610492442611 0.0011128553637538728 0.0010467638747824496 0.0011495562450852207 0.0012240384955516806 0.0011205182561639891 0.0011837115721105515 0.0013483335819337756
leaf_count=821 331 450 231 1166 176 381 354
internal_value=0 -0.00133914 -0.00313192 -0.0060116 -0.0119896 -0.00384139 0.00253476
internal_weight=0 0.00819253 0.00714577 0.00599621 0.00352827 0.00230423 0.00246794
internal_count=3910 3579 3129 2898 1723 557 1175
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=8
num_cat=0
split_feature=50 156 133 160 16 1 48
split_gain=2.05172e-05 3.34898e-05 2.70937e-05 5.92301e-05 5.40036e-05 4.75149e-05 5.65358e-05
threshold=0.086465000000000014 0.083820000000000019 0.090085000000000012 0.087825000000000014 0.15100500000000003 1.0000000180025095e-35 0.084670000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00026236860521408405 -0.00027330034829590929 -0.00031426872788540216 -0.00020316834652288674 -0.00029551655528781585 0.00050696943841511152 0.00041941232228397991 -0.00013676285388148748
leaf_weight=0.0011472822252571132 0.0010166334196966076 0.0010200984899273883 0.0012446523929572299 0.0011439244112184293 0.001539916145837753 0.0018422816114987558 0.0011359628719184265
leaf_count=848 715 525 551 282 272 507 210
internal_value=0 2.04417e-05 6.28351e-05 0.000111457 0.00019363 7.66708e-05 0.000207276
internal_weight=0 0.00907412 0.00805402 0.00680937 0.00566544 0.00412553 0.00297824
internal_count=3910 3195 2670 2119 1837 1565 717
is_linear=0
shrinkage=0.00196078


Tree=8431
num_leaves=7
num_cat=0
split_feature=4 13 0 42 15 0
split_gain=1.15857e-05 1.69166e-05 2.45149e-05 4.05318e-05 5.64275e-05 4.12683e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 0.090615000000000015 -0.074174999999999977 -0.083424999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.012192937290832566 0.0072125298088993005 0.007130009390693505 0.013254199463332374 0.015193215116011051 -0.0047420655904658656 -0.031044968958147956
leaf_weight=0.0012953315754907447 0.0017625715984664605 0.0016392192062790554 0.0011934980680785327 0.001014001198289283 0.0012859743952537926 0.0011125558764576839
leaf_count=214 534 692 308 710 699 753
internal_value=0 -0.00179282 0.000364279 -0.00268102 -0.00716978 -0.0169426
internal_weight=0 0.00754058 0.00624525 0.00505175 0.00403775 0.00239853
internal_count=3910 3376 3162 2854 2144 1452
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=8
num_cat=0
split_feature=11 3 52 2 3 16 1
split_gain=2.51721e-05 4.86197e-05 2.31192e-05 3.23109e-05 3.55111e-05 3.93737e-05 3.65696e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.081429999999999989 0.113945 -0.060719999999999989 -0.09601999999999998 0.091845000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00039449053558231076 -0.0003055046362131334 0.00015452697306446168 -0.00024761288382494446 -0.00036239858699144395 0.00040605047368564261 -0.00030012158778981393 0.00020860700889724257
leaf_weight=0.0011640819486300599 0.0010157517305997748 0.0019228796906688734 0.0017063154444607333 0.0013311725262227453 0.0010877334325258086 0.0011089373337848387 0.0010649909284522808
leaf_count=222 304 786 1748 394 230 110 116
internal_value=0 1.94392e-05 -3.36609e-05 -9.11071e-05 -1.84144e-05 0.000101489 -5.08993e-05
internal_weight=0 0.00938611 0.00822203 0.00629915 0.00496798 0.00326166 0.00217393
internal_count=3910 3606 3384 2598 2204 456 226
is_linear=0
shrinkage=0.00196078


Tree=8433
num_leaves=8
num_cat=0
split_feature=3 4 0 3 15 2 4
split_gain=1.1036e-05 1.82353e-05 2.71531e-05 2.55771e-05 2.89424e-05 3.46653e-05 2.55897e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.06402999999999999 -0.089974999999999986 0.083935000000000023 0.086545000000000025 0.050655000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.013481084648552048 0.0084061782361064038 -0.016342797945363641 0.013376149492120093 -0.018136612177096691 0.014483092092233411 0.013419122603386534 -0.0081146517763269112
leaf_weight=0.0010937985027258618 0.0013132888857128469 0.0010927312749310037 0.0013097880986518663 0.0011393928273196155 0.0011396953665448518 0.0011774520124901717 0.0010386601113192538
leaf_count=276 239 578 434 522 930 578 353
internal_value=0 -0.00148537 0.000416838 -0.00262077 0.000714895 -0.00396147 0.00332655
internal_weight=0 0.00799152 0.00689772 0.00558793 0.0044952 0.0033555 0.00221611
internal_count=3910 3671 3395 2961 2383 1453 931
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=9
num_cat=0
split_feature=11 3 49 48 3 15 15 15
split_gain=2.61119e-05 3.55052e-05 2.52984e-05 3.6832e-05 3.09168e-05 3.96321e-05 1.80597e-05 1.60391e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.0019649999999999997 0.087770000000000015 -0.036619999999999993 -0.017214999999999998 0.085120000000000015 -0.11399999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 -4 -6
right_child=-2 2 4 -5 5 -7 -8 -9
leaf_value=0.00035228788846172206 -0.00030425860073125929 -0.00042350611770175864 -0.00031853042981130653 6.5332641409403391e-05 0.00016099246565328814 0.00039891659860987399 4.8655071932129823e-05 -0.00018472472684407702
leaf_weight=0.0011441002533439685 0.001002021940698772 0.0012243150100764706 0.0010454584195369917 0.0011484679864646806 0.0010127973458278778 0.0015608532346179783 0.0010149496947051476 0.0010516838635172086
leaf_count=222 304 472 1071 228 308 197 963 145
internal_value=0 2.90551e-05 -1.68355e-05 -0.0001869 5.4136e-05 0.000163138 -0.000137656 -1.51221e-05
internal_weight=0 0.00920263 0.00805853 0.00237278 0.00568574 0.00362533 0.00206041 0.00206448
internal_count=3910 3606 3384 700 2684 650 2034 453
is_linear=0
shrinkage=0.00196078


Tree=8435
num_leaves=8
num_cat=0
split_feature=50 160 156 42 43 47 3
split_gain=4.21033e-05 3.94654e-05 3.409e-05 4.14353e-05 6.73354e-05 2.653e-05 3.87882e-05
threshold=0.086465000000000014 0.098455000000000015 0.083820000000000019 -1.0000000180025095e-35 -0.074254999999999988 0.089345000000000022 0.097615000000000021
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00018007672422414757 -0.00038182342743568618 -0.00032662425586136548 -0.00025958319702095779 0.00049952216468161412 -4.1258318559342788e-05 -0.00019326026560880161 0.00041777029978569565
leaf_weight=0.001412233599082104 0.0010566823464985614 0.0010553634525177083 0.0010246500908571068 0.0018894199230487813 0.0016675026395760297 0.0011987914393867738 0.0012296636715015061
leaf_count=745 715 268 512 613 761 109 187
internal_value=0 3.08144e-05 7.56038e-05 0.000122031 0.000193312 5.2061e-05 0.00015357
internal_weight=0 0.00947762 0.00842226 0.00739761 0.00598538 0.00409596 0.00289717
internal_count=3910 3195 2927 2415 1670 1057 948
is_linear=0
shrinkage=0.00196078


Tree=8436
num_leaves=8
num_cat=0
split_feature=50 156 160 133 16 1 48
split_gain=1.78107e-05 2.75398e-05 2.86022e-05 5.98839e-05 5.12505e-05 3.81379e-05 5.1343e-05
threshold=0.086465000000000014 0.083820000000000019 0.087825000000000014 0.087895000000000015 0.18936500000000003 1.0000000180025095e-35 0.084670000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00019282395028788959 -0.00025411156375421541 -0.00028455990500708727 -0.00019826358660802746 -0.00031754957876641184 0.00053104562306946046 0.00041626001965791516 -0.00011105973269861101
leaf_weight=0.001292144863771329 0.0010118422647094069 0.0010121622660474823 0.0013792935353251438 0.0010503187273550709 0.0013162367912131706 0.0018188449630499506 0.0011643293825154312
leaf_count=838 715 525 348 539 243 494 208
internal_value=0 2.02157e-05 5.86742e-05 0.000112032 0.000192724 8.85655e-05 0.000210448
internal_weight=0 0.00903333 0.00802117 0.00664187 0.00559156 0.00427532 0.00298317
internal_count=3910 3195 2670 2322 1783 1540 702
is_linear=0
shrinkage=0.00196078


Tree=8437
num_leaves=7
num_cat=0
split_feature=4 4 2 13 3 3
split_gain=1.15273e-05 1.67272e-05 2.50323e-05 3.19478e-05 3.74113e-05 3.67218e-05
threshold=0.25367000000000006 0.055260000000000011 0.106285 -0.084184999999999996 -0.084129999999999996 0.045635000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.018444486748440261 0.0071590454414705495 -0.011436803974141978 0.012300035875219273 -0.013387187690084699 0.019083368654014596 -0.0052390059089345671
leaf_weight=0.0010406601270652937 0.0017741745434088482 0.0014540738695418042 0.0013885222075404758 0.0011682620061440616 0.0013962772048197614 0.0011175884154162215
leaf_count=711 534 362 429 802 888 184
internal_value=0 -0.00179695 0.000496671 -0.00297358 0.00139889 0.00827038
internal_weight=0 0.00756538 0.00611131 0.00472279 0.00368213 0.00251387
internal_count=3910 3376 3014 2585 1874 1072
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=8
num_cat=0
split_feature=3 51 457 3 12 4 4
split_gain=9.42779e-06 1.87813e-05 3.20275e-05 4.45793e-05 7.38391e-05 8.70491e-05 4.11555e-05
threshold=0.15165000000000003 0.08955500000000001 0.082335000000000005 0.090325000000000003 0.080120000000000011 0.08734500000000002 -0.083329999999999987
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=0.018086271587998849 0.0088968524763069958 -0.013823660191736599 0.017195195300277057 -0.019505689874177536 -0.0047301533514867052 0.015030750810575477 -0.032836078827436027
leaf_weight=0.0018275428787851225 0.0010382435283035818 0.0010334867451409569 0.0010007253863085902 0.0011881584650157914 0.0010095296383173299 0.0011501343248172822 0.0010765979078708951
leaf_count=483 209 420 266 142 559 262 1569
internal_value=0 -0.00121171 0.000585459 -0.00207319 0.00201713 -0.00705725 -0.0192349
internal_weight=0 0.00828618 0.00725269 0.00625196 0.0050638 0.00323626 0.00208613
internal_count=3910 3701 3281 3015 2873 2390 2128
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=8
num_cat=0
split_feature=11 48 0 4 0 16 2
split_gain=1.93819e-05 2.83545e-05 9.05139e-05 3.88066e-05 4.64621e-05 2.11657e-05 2.10104e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 -0.076329999999999995 -0.10071499999999999 0.15737500000000001 0.090050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00026452912055105671 -0.00026848226301878227 -0.00015076195510412227 0.00055331701180461859 0.00021911610733393327 -0.00041049089628688093 -9.0210470071167353e-05 -0.00017502910545045869
leaf_weight=0.0016710280358212242 0.0010012185083837248 0.0014800078203775525 0.0013353883126013813 0.0010335855672215307 0.0017835302757491563 0.0010548715868238887 0.0010463911198253001
leaf_count=976 291 115 591 107 1461 105 264
internal_value=0 1.84845e-05 0.000183194 -5.18896e-05 -0.000178283 0.000127252 2.08302e-05
internal_weight=0 0.0094048 0.0028154 0.00658941 0.00386351 0.0027259 0.00207998
internal_count=3910 3619 706 2913 1832 1081 371
is_linear=0
shrinkage=0.00196078


Tree=8440
num_leaves=7
num_cat=0
split_feature=4 16 52 16 52 2
split_gain=9.71906e-06 1.66109e-05 2.46354e-05 3.75872e-05 2.52338e-05 3.20699e-05
threshold=0.27020000000000005 -0.27337499999999998 0.10433000000000002 0.26760500000000004 1.0000000180025095e-35 0.087005000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.013010311083692225 0.0078274732049222265 0.0064093767935836697 0.013761256064449064 -0.019037082323684992 0.014817915243856637 -0.012569241592204895
leaf_weight=0.0010682078922864043 0.001330389488120043 0.0019032686628576096 0.0011487238087732514 0.0010859407490393849 0.0011053949532067158 0.0016730161613778913
leaf_count=186 472 785 569 415 690 793
internal_value=0 -0.00140435 0.000388154 -0.00227534 0.00161264 -0.00246898
internal_weight=0 0.00798455 0.00691634 0.00576762 0.00468168 0.00357628
internal_count=3910 3438 3252 2683 2268 1578
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=8
num_cat=0
split_feature=52 160 47 15 1 3 43
split_gain=1.04194e-05 1.71722e-05 2.80816e-05 3.20595e-05 2.73116e-05 2.54838e-05 1.71598e-05
threshold=-0.081429999999999989 0.043720000000000009 0.09550500000000002 -0.10192499999999999 0.089825000000000002 -0.089604999999999976 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.014492850658233778 -0.017824789449931346 -0.013222853131454243 0.013870991050565648 0.0083666243989133828 0.015412200935424576 -0.011835967766088596 -0.003217227625210985
leaf_weight=0.001134385953718843 0.0011448496207296615 0.0011330886176155967 0.0012012596145994803 0.001020944015669433 0.0010023147216697862 0.0016074539382725009 0.0010567906532693064
leaf_count=513 381 277 255 361 463 1202 458
internal_value=0 -0.00193571 0.000204108 -0.0032337 0.00136721 -0.00398871 0.00595139
internal_weight=0 0.00710991 0.00597682 0.00477556 0.00363071 0.0026284 0.00219118
internal_count=3910 2939 2662 2407 2026 1563 971
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=8
num_cat=0
split_feature=13 48 48 1 0 13 13
split_gain=9.68723e-06 2.46261e-05 3.65002e-05 3.53728e-05 3.60663e-05 2.73801e-05 3.03524e-05
threshold=-0.23438999999999996 0.11028500000000001 0.083775000000000002 0.11198000000000001 -0.10209999999999998 -0.032264999999999995 0.0024700000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.0083468575959344867 -0.023014352973934032 -0.015910271915854642 0.014560666262780644 0.011256035056604847 -0.014973751429254348 0.016807139353965436 -0.0073947168946759192
leaf_weight=0.0011918908496097091 0.0010996192727442049 0.0010108873309246161 0.0015108091363821964 0.0013314534412254908 0.0010686459366850932 0.0010385866167710576 0.0010342159100670883
leaf_count=210 346 191 480 370 1326 521 466
internal_value=0 -0.00130945 0.000774289 -0.00296344 -0.00742755 -0.00197161 0.00473173
internal_weight=0 0.00809422 0.00708333 0.00557252 0.00424107 0.00314145 0.0020728
internal_count=3910 3700 3509 3029 2659 2313 987
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=9
num_cat=0
split_feature=50 4 40 160 12 0 3 2
split_gain=2.28373e-05 3.21528e-05 2.81594e-05 4.03833e-05 5.60525e-05 5.64866e-05 5.13483e-05 4.24825e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.087825000000000014 0.086935000000000012 -0.070894999999999986 -0.015794999999999997 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.00032791029954130078 -0.00028904230293920312 0.0003390496113306517 0.00062611660067283354 -0.00027601745819462307 -0.00045800013713601074 0.00014808293610250818 0.00037852277902762919 -0.00018262033371065149
leaf_weight=0.0010020295867136375 0.0010042176626390295 0.0010861014151342064 0.001046424189806171 0.0013802093210975057 0.0010834617656544929 0.0013012646329481231 0.0010208674854693105 0.0010545065758329961
leaf_count=274 715 396 621 308 937 391 81 187
internal_value=0 2.2753e-05 -2.07938e-05 2.38921e-05 9.90643e-05 -0.000127281 0.000271969 9.34035e-05
internal_weight=0 0.00897486 0.00788876 0.00688673 0.00550652 0.00238473 0.0031218 0.00207537
internal_count=3910 3195 2799 2525 2217 1328 889 268
is_linear=0
shrinkage=0.00196078


Tree=8444
num_leaves=7
num_cat=0
split_feature=4 0 3 13 52 2
split_gain=1.73172e-05 2.01927e-05 3.08437e-05 3.0728e-05 3.03175e-05 4.69527e-05
threshold=0.27020000000000005 -0.06402999999999999 -0.074234999999999982 -0.086849999999999997 -0.069134999999999988 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00037627164074481806 0.00019195734428580809 0.00030543262579608201 -9.0196168633813485e-05 -0.00028320061287748905 -0.00016046360613751809 0.00032194954214396858
leaf_weight=0.0012763476770996434 0.0014533141248598497 0.0013865207954022107 0.0016702924125260726 0.0012910640572235104 0.0015937751233258165 0.0015111410946049551
leaf_count=623 472 277 357 542 821 818
internal_value=0 -3.92113e-05 8.92546e-05 -0.000108441 -3.06784e-05 7.43235e-05
internal_weight=0 0.00872914 0.00305681 0.00567233 0.00439598 0.00310492
internal_count=3910 3438 634 2804 2181 1639
is_linear=0
shrinkage=0.00196078


Tree=8445
num_leaves=9
num_cat=0
split_feature=50 4 40 2 0 12 1 13
split_gain=1.8783e-05 3.2158e-05 3.05816e-05 3.71312e-05 6.35033e-05 4.29365e-05 6.02733e-05 1.85827e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.11165000000000001 -0.070894999999999986 0.086935000000000012 0.086245000000000002 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6
right_child=-2 -3 3 -5 7 -7 -8 -9
leaf_value=-0.0003368980478017945 -0.00025565937836785543 0.00034140426578558778 0.00040897824667762966 -0.0003205337475831002 0.0005552144636561501 -0.00035127513221219325 -0.00019748228613524908 0.00018232647201190167
leaf_weight=0.0010086068074780285 0.0010165451796499631 0.0010890329776802694 0.00118858302368394 0.0010004034968901362 0.0010128148520648617 0.0012971657053539583 0.0013408017503252444 0.0010429132162819298
leaf_count=274 715 396 645 311 189 1015 140 225
internal_value=0 2.55534e-05 -1.80354e-05 2.86916e-05 8.80846e-05 -6.12411e-05 8.74995e-05 0.000366041
internal_weight=0 0.00898032 0.00789129 0.00688268 0.00588228 0.00382655 0.00252938 0.00205573
internal_count=3910 3195 2799 2525 2214 1800 785 414
is_linear=0
shrinkage=0.00196078


Tree=8446
num_leaves=8
num_cat=0
split_feature=4 52 16 0 2 0 16
split_gain=1.01402e-05 1.47082e-05 2.86397e-05 3.92915e-05 2.61427e-05 4.87625e-05 2.51532e-08
threshold=0.27020000000000005 0.10433000000000002 0.26760500000000004 -0.061994999999999995 0.092865000000000017 -0.10071499999999999 -0.095609999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0098630032857056557 0.0080156542059465399 0.0077274994639786633 -0.018268208963328314 0.016704996908196833 -0.018448570095538058 -0.015172304702155946 0.0091545706935324284
leaf_weight=0.001001170867955781 0.0013279111390631015 0.0014399903804286551 0.0010857614658584432 0.0010691831415032584 0.0010484956374984819 0.0013326755698099867 0.0010035653577164195
leaf_count=115 472 648 415 251 415 1477 117
internal_value=0 -0.0014219 -0.00343617 -0.000484051 -0.00467434 -0.000346975 0.00950836
internal_weight=0 0.00798084 0.00654085 0.00545509 0.00438591 0.00333741 0.00200474
internal_count=3910 3438 2790 2375 2124 1709 232
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=8
num_cat=0
split_feature=52 52 0 47 1 3 2
split_gain=1.05501e-05 1.61003e-05 1.8788e-05 3.74178e-05 3.34597e-05 2.63797e-05 1.47254e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.083424999999999985 0.087850000000000025 0.088010000000000019 -0.087844999999999993 0.089910000000000004
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -4 -1
right_child=1 2 5 -5 -6 -7 -8
leaf_value=-0.0016821433115096615 -0.012159084431791568 0.00045099725472985306 0.0058038830647811337 -0.008294783186140367 0.025458100669436101 -0.015527851478061468 0.014745578872178056
leaf_weight=0.0011674512688907512 0.00126685354246332 0.001054332152855816 0.0010001868094540096 0.001314181302606104 0.0010863504195088784 0.0013790026561426192 0.0010244630584126039
leaf_count=441 527 752 342 202 284 832 530
internal_value=0 -0.00194069 0.00027821 0.00498748 0.0131416 -0.00656021 0.00599589
internal_weight=0 0.00710091 0.00583405 0.00345486 0.00214068 0.00237919 0.00219191
internal_count=3910 2939 2412 1238 1036 1174 971
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=9
num_cat=0
split_feature=50 4 16 42 51 1 43 16
split_gain=1.57151e-05 2.33593e-05 2.75364e-05 2.59736e-05 2.9877e-05 3.27999e-05 4.29047e-05 2.01104e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 -1.0000000180025095e-35 -0.032189999999999989 0.094695000000000015 -0.071214999999999987 -0.087089999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=-0.00031632209603604621 -0.00023586680116527187 0.00029580836938607424 -0.00022002720032847457 -0.00020814896210469348 0.00040909440162686993 0.00047051140387367144 0.00013704999357759656 -0.00022666125774355858
leaf_weight=0.001011130678008355 0.0010066343911322813 0.0010596077644582083 0.0012859943518143107 0.00104642127173537 0.0010015914985808155 0.0010107062536379176 0.001007028356895402 0.0013929193334747197
leaf_count=210 715 396 783 514 376 300 202 414
internal_value=0 2.27351e-05 -1.45725e-05 3.06645e-05 8.97243e-05 0.000160369 6.82155e-05 -7.40465e-05
internal_weight=0 0.0088154 0.00775579 0.00674466 0.00545867 0.00441225 0.00340154 0.00239995
internal_count=3910 3195 2799 2589 1806 1292 992 616
is_linear=0
shrinkage=0.00196078


Tree=8449
num_leaves=8
num_cat=0
split_feature=3 51 457 42 47 4 2
split_gain=1.01659e-05 1.37047e-05 2.82446e-05 3.7734e-05 3.60024e-05 4.79674e-05 5.21268e-05
threshold=0.15165000000000003 0.08955500000000001 0.079930000000000015 -0.082904999999999993 0.09252500000000001 0.05309500000000001 0.088485000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.013984948167414898 0.0092953654703186936 -0.012028546942636609 0.015887327400516408 -0.025404864940451063 -0.02045749835531507 0.01463010623447058 0.0037305239148543185
leaf_weight=0.0011693700933854802 0.0010317043846870483 0.0010293323336492202 0.0010019176930654702 0.001100211845689039 0.0012778709693750667 0.0012876173328955315 0.0013897464566611762
leaf_count=481 209 420 272 1083 280 476 689
internal_value=0 -0.00123307 0.000304572 -0.00220356 -0.0059481 -0.00103989 -0.00914323
internal_weight=0 0.00825607 0.00722673 0.00622482 0.00505545 0.00377758 0.00248996
internal_count=3910 3701 3281 3009 2528 2248 1772
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=7
num_cat=0
split_feature=47 12 15 160 0 43
split_gain=1.18983e-05 2.06361e-05 2.60233e-05 4.52764e-05 3.5723e-05 4.16882e-05
threshold=0.10436500000000001 0.10129000000000001 -0.10469999999999999 0.087260000000000018 -0.10071499999999999 -0.083899999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.012426875255890537 0.0080949632249458919 -0.01493055557834627 0.020389395479692349 -0.015365430392126653 0.016092513620193771 -0.0082935454074939269
leaf_weight=0.0012871461465456934 0.0015001125509790155 0.0010145962766543006 0.0014927092466098099 0.0010428006474313811 0.0011621006299319286 0.0017668398339920606
leaf_count=480 290 462 333 320 466 1559
internal_value=0 -0.00163318 0.000365085 0.00337822 0.00779872 0.00138199
internal_weight=0 0.00776619 0.0067516 0.00546445 0.00442165 0.00292894
internal_count=3910 3620 3158 2678 2358 2025
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=6
num_cat=0
split_feature=48 13 13 52 1
split_gain=1.088e-05 1.8436e-05 4.38473e-05 2.75084e-05 2.9104e-05
threshold=0.091555000000000011 -0.094679999999999986 -0.014114999999999997 0.089525000000000007 0.092550000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0074763070482438887 0.0066076166731155296 -0.020394416421957377 0.0038346191897391853 0.014527058181483494 -0.015248948040487188
leaf_weight=0.0016517890270571342 0.0019388349562111792 0.0013322849907059552 0.001914127648354957 0.0010400860904382597 0.0013719655488349375
leaf_count=390 483 1623 707 282 425
internal_value=0 -0.00181848 -0.00453177 0.00035327 -0.0041329
internal_weight=0 0.00731025 0.00565846 0.00432618 0.00328609
internal_count=3910 3427 3037 1414 1132
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=8
num_cat=0
split_feature=47 12 49 4 15 43 0
split_gain=1.06073e-05 1.68745e-05 2.50963e-05 2.86264e-05 2.17217e-05 3.32177e-05 2.09888e-05
threshold=0.10436500000000001 0.10129000000000001 1.0000000180025095e-35 0.15045000000000003 -0.069904999999999981 -0.083899999999999988 -0.082074999999999995
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=0.0091939937395744045 0.0076557178065045743 -0.013584990952642871 -0.013984341861430903 0.01809955100382608 0.0094709809765221725 -0.0026811895962519138 -0.022772647613507117
leaf_weight=0.0015627258399752934 0.0014976714867493239 0.0010109021812801421 0.0010433646643596989 0.001016041380215325 0.001025360352570549 0.001061763972187036 0.0010189292953346235
leaf_count=384 290 462 620 362 434 677 681
internal_value=0 -0.00153838 0.000271615 0.00288808 -0.000422305 -0.00526048 -0.0125201
internal_weight=0 0.00773909 0.00672819 0.00568482 0.00466878 0.00310605 0.00208069
internal_count=3910 3620 3158 2538 2176 1792 1358
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=7
num_cat=0
split_feature=0 3 15 16 0 3
split_gain=1.16788e-05 3.09879e-05 4.54492e-05 4.82567e-05 2.88229e-05 2.65495e-05
threshold=-0.077944999999999987 -0.084604999999999986 -0.0089749999999999986 -0.09601999999999998 -0.053834999999999994 -0.048154999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.017754375107700553 0.017708066933131261 0.0073736148511255109 0.01597190212534472 -0.01765912939437516 -0.012242804937480627 0.0083246802705602332
leaf_weight=0.0011239280356071437 0.0011204918102324583 0.0014524923085751696 0.0013718458470638878 0.0016391266219297899 0.0012101889710307446 0.0013037588809208865
leaf_count=926 721 477 595 541 380 270
internal_value=0 -0.00291354 0.000823476 -0.00589834 0.00436904 -0.0015763
internal_weight=0 0.00558739 0.00446346 0.00309162 0.00363444 0.00251395
internal_count=3910 2539 1613 1018 1371 650
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=8
num_cat=0
split_feature=52 160 2 2 2 16 0
split_gain=1.04632e-05 2.20388e-05 2.14227e-05 3.0535e-05 1.87076e-05 6.12519e-05 1.87218e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.097940000000000013 0.085515000000000022 0.11005500000000001 -0.078844999999999985 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3
right_child=1 4 -4 -5 -6 -7 -8
leaf_value=0.011150420016179274 -0.015427877317361439 -0.001535478634078069 0.016704823893178487 -0.013471322761169602 0.010027542554954416 -0.018804757416269757 0.017119256897961937
leaf_weight=0.0010069753039309152 0.0010725784845135641 0.0011228055850379406 0.0010057038606840411 0.0010077726018521561 0.0014338515699053181 0.0015210495972780829 0.0010328807586999444
leaf_count=324 924 370 496 370 315 478 633
internal_value=0 -0.00239593 0.00478481 -0.00116532 0.000339129 -0.00343915 0.0074028
internal_weight=0 0.00618317 0.00302045 0.00201475 0.00511059 0.00367674 0.00215569
internal_count=3910 2720 1190 694 1796 1481 1003
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=7
num_cat=0
split_feature=0 1 13 15 2 0
split_gain=9.82102e-06 2.04566e-05 2.49075e-05 4.40531e-05 3.45564e-05 1.56903e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.0024749999999999993 -0.074174999999999977 1.0000000180025095e-35 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.010605722443120677 0.0068440327227983827 -0.002568884107493982 -0.0027965161351955464 -0.017579719031517959 0.023192074480934691 0.014350252425859931
leaf_weight=0.0018838718679516277 0.0016926508228466836 0.0010582404526171339 0.0011292849830820996 0.0013851987102509113 0.0010251645050055652 0.0010118096656656873
leaf_count=1896 394 664 105 326 386 139
internal_value=0 -0.00158968 0.00143813 -0.00368368 0.0101071 0.00530647
internal_weight=0 0.00749357 0.0056097 0.00352629 0.0020834 0.00214109
internal_count=3910 3516 1620 570 1050 244
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=9
num_cat=0
split_feature=50 2 48 3 15 42 12 3
split_gain=1.78678e-05 3.13855e-05 7.31718e-05 3.96276e-05 3.37308e-05 5.43296e-05 0.000107288 6.78779e-05
threshold=0.084340000000000012 0.11934000000000002 0.091555000000000011 0.11476000000000001 -0.096369999999999983 0.091145000000000018 0.086935000000000012 -0.010319999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00020848814067560758 -0.00024394743579277638 -0.00029682576758896962 0.00050672572063135241 0.00033992224577038212 0.00030367143709267335 0.00017982221371619646 -0.00082328557305855231 -0.00040886681943779385
leaf_weight=0.0012341872797559947 0.001040898503569916 0.0010153855015969963 0.0012395436134445244 0.0010357926224743704 0.0010552979587942245 0.0012845397765972036 0.0010116225805553167 0.001002117563354911
leaf_count=333 731 392 286 100 638 460 798 172
internal_value=0 2.7593e-05 6.94862e-05 -1.23396e-05 -7.76376e-05 -0.000158751 -0.00030046 -4.33888e-05
internal_weight=0 0.00887849 0.0078631 0.00662356 0.00558777 0.00435358 0.00306904 0.00205742
internal_count=3910 3179 2787 2501 2401 2068 1608 810
is_linear=0
shrinkage=0.00196078


Tree=8457
num_leaves=7
num_cat=0
split_feature=52 4 16 2 2 0
split_gain=9.57886e-06 1.90084e-05 3.70537e-05 3.40339e-05 2.16103e-05 1.87288e-05
threshold=-0.048794999999999991 -0.076329999999999995 -0.11180499999999999 0.10796500000000002 0.088895000000000016 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 4 3 -3 -2 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0059635429658778834 0.015427857688063202 0.012293915626975564 -0.019330768479041846 -0.011982117184261861 -0.0036690684717702845 0.010485095714054926
leaf_weight=0.0010786844346639271 0.0010495400325843212 0.0012506024907131454 0.0014401914917297359 0.0010729938442925039 0.0013609286289255871 0.0019321832824474323
leaf_count=128 786 418 1002 276 238 1062
internal_value=0 -0.00228742 -0.00672778 0.00108369 0.00464591 0.00459215
internal_weight=0 0.00617426 0.00376379 0.0023236 0.00241047 0.00301087
internal_count=3910 2720 1696 694 1024 1190
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=7
num_cat=0
split_feature=42 160 43 16 16 4
split_gain=1.00937e-05 1.76491e-05 2.34719e-05 2.89086e-05 2.47659e-05 2.92864e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.054425000000000008 -0.30307999999999996 0.0037100000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0075172426263588167 -0.007683054488508468 0.013548620155125838 -0.008208417745273788 -0.014926315372831052 -0.0002362728882249263 0.023033453538830049
leaf_weight=0.0015048601768503575 0.0016609889363321936 0.001792362137767364 0.001035729059143804 0.0010037015903682327 0.0011635264353128888 0.0010106559238660814
leaf_count=1060 1040 604 228 269 593 116
internal_value=0 0.00144037 0.00396351 -0.000113745 0.00451797 0.0105805
internal_weight=0 0.00766696 0.00600598 0.00421361 0.00320991 0.00217418
internal_count=3910 2850 1810 1206 937 709
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=9
num_cat=0
split_feature=50 15 16 0 42 43 2 48
split_gain=2.675e-05 3.91586e-05 5.02722e-05 4.73231e-05 6.19352e-05 6.30515e-05 6.81017e-05 4.57713e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 -6 -7 -4
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.00038693935032169872 -0.00030357118722426087 -0.00037319332027930461 0.00056702908541576022 -0.00046170805824585309 0.00046358695643075604 -0.00038494816664216619 0.00027335395092453703 4.5844400055916989e-06
leaf_weight=0.0010318416859114556 0.0010483719815383959 0.0012930049917169346 0.0011034165804618508 0.0011384043749459922 0.0010627685209682576 0.0014326520698791207 0.0010447944039142301 0.0011218532905552456
leaf_count=413 715 298 169 688 354 828 314 131
internal_value=0 2.69494e-05 -1.83669e-05 4.80873e-05 -6.38699e-05 6.40604e-05 -0.000107327 0.000283477
internal_weight=0 0.00922874 0.00819689 0.00690389 0.00467862 0.00354021 0.00247745 0.00222527
internal_count=3910 3195 2782 2484 2184 1496 1142 300
is_linear=0
shrinkage=0.00196078


Tree=8460
num_leaves=8
num_cat=0
split_feature=3 52 15 3 4 1 0
split_gain=2.06122e-05 3.41219e-05 3.06958e-05 9.28451e-05 2.67424e-05 8.68414e-05 2.48173e-05
threshold=-0.050194999999999997 0.10433000000000002 0.088190000000000004 -0.10628499999999998 0.080255000000000007 0.094485000000000013 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.00010460774034221629 8.8752741232187073e-05 0.00040082817688355646 0.00016445733415014949 -0.00054886316226834841 -0.00021772285056406184 0.00058159163470809273 -0.00033782400546727547
leaf_weight=0.0018161999735067278 0.0010730978119822265 0.0010287505112556179 0.0012426367313931866 0.0015487478858297943 0.0014196038046108278 0.0010035833625706789 0.0010253775320151802
leaf_count=421 91 176 825 1600 351 275 171
internal_value=0 7.8515e-05 -9.89024e-05 -0.000196158 5.18365e-06 0.000107193 -0.000119685
internal_weight=0 0.00555041 0.00460758 0.00336495 0.00452166 0.00310206 0.00209848
internal_count=3910 1064 2846 2021 888 537 262
is_linear=0
shrinkage=0.00196078


Tree=8461
num_leaves=8
num_cat=0
split_feature=11 0 4 15 4 12 15
split_gain=4.17124e-05 5.09766e-05 3.36118e-05 5.5961e-05 4.3099e-05 2.85871e-05 4.6467e-05
threshold=1.0000000180025095e-35 -0.017269999999999997 0.097045000000000006 -0.106555 0.0057500000000000008 0.088325000000000015 -0.074174999999999977
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=0.00011282452199991002 -0.00038648832702639901 0.00032881389987272057 9.3072039038581903e-05 -0.00051403264275701199 0.00032704035571929437 0.00018414815668746853 -0.00045292830483243719
leaf_weight=0.0010184697567360182 0.0010001258618116656 0.0018205654889680489 0.0010927597390269009 0.0012531580487297102 0.0015309340398534507 0.0011369416285679458 0.0012349191385420256
leaf_count=388 304 324 314 221 384 1112 863
internal_value=0 3.54092e-05 -3.80942e-05 -0.000231235 5.39742e-05 -6.93312e-05 -0.000197224
internal_weight=0 0.00908775 0.00726718 0.00234592 0.00492126 0.00339033 0.00225339
internal_count=3910 3606 3282 535 2747 2363 1251
is_linear=0
shrinkage=0.00196078


Tree=8462
num_leaves=8
num_cat=0
split_feature=52 2 2 4 16 15 2
split_gain=1.18145e-05 2.01155e-05 4.45722e-05 1.94563e-05 3.21103e-05 3.66823e-05 2.00532e-05
threshold=-0.048794999999999991 0.099015000000000006 0.085355000000000014 -0.076329999999999995 -0.11180499999999999 -0.106555 0.088895000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -2
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.00027556041504131246 0.00027750369064686952 0.00031274229568042504 -0.00028724260479873605 0.00022347811402308103 -0.00035940615594008289 -0.00025440152899338866 -7.09059639992418e-05
leaf_weight=0.0010434460928611207 0.0011223734944082811 0.0010660501582710888 0.0011235829606877305 0.0013240535081709289 0.0015461742577755622 0.0011573796611437297 0.0014630296791424786
leaf_count=317 786 481 392 367 1002 327 238
internal_value=0 9.22311e-05 -1.62473e-05 -5.24e-05 -0.000137612 5.87493e-07 8.03454e-05
internal_weight=0 0.00323308 0.00216703 0.00661301 0.00402761 0.00248143 0.0025854
internal_count=3910 1190 709 2720 1696 694 1024
is_linear=0
shrinkage=0.00196078


Tree=8463
num_leaves=8
num_cat=0
split_feature=50 4 16 42 51 1 52
split_gain=1.84012e-05 3.23002e-05 3.63153e-05 2.7966e-05 2.81774e-05 2.82653e-05 4.28991e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 -1.0000000180025095e-35 -0.032189999999999989 0.094695000000000015 0.071660000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00035965012166727916 -0.00025261492122144165 0.00034412427639887234 -0.00022188314804974754 -0.00019140336975559478 -0.00011134311678313441 0.00045295177837194843 0.00033165328022365136
leaf_weight=0.0010294202500158922 0.0010026125627884018 0.0010879925943220623 0.0013101947475426855 0.0010531350371066296 0.0019435960643074813 0.001013745238451276 0.0014807312748551372
leaf_count=210 715 396 783 514 560 300 432
internal_value=0 2.75542e-05 -1.64292e-05 3.55188e-05 9.69345e-05 0.000165356 8.02153e-05
internal_weight=0 0.00891882 0.00783082 0.0068014 0.00549121 0.00443807 0.00342433
internal_count=3910 3195 2799 2589 1806 1292 992
is_linear=0
shrinkage=0.00196078


Tree=8464
num_leaves=8
num_cat=0
split_feature=11 48 0 51 52 1 13
split_gain=2.98593e-05 3.35546e-05 8.60745e-05 3.1471e-05 4.29421e-05 1.8728e-05 4.05911e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 -0.095859999999999987 -0.0066199999999999991 0.092550000000000007 -0.014114999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00026260530445271798 -0.00032643434430524199 -0.00011752099471374547 0.00057661544393064099 -0.00046308957844719007 -0.00018511961364163073 -0.00021919196576915335 0.00026917208516632108
leaf_weight=0.0010479476752181006 0.0010086293373688755 0.0014554199785729999 0.001300571269599665 0.0010572894894239626 0.0013922676525909884 0.0013038044571323077 0.00165508805257396
leaf_count=350 304 114 591 637 825 511 578
internal_value=0 2.89228e-05 0.000210047 -4.83922e-05 -0.000108651 -2.25264e-05 6.16165e-05
internal_weight=0 0.00921239 0.00275599 0.0064564 0.00540845 0.00435116 0.00304736
internal_count=3910 3606 705 2901 2551 1914 1403
is_linear=0
shrinkage=0.00196078


Tree=8465
num_leaves=7
num_cat=0
split_feature=0 3 15 16 0 3
split_gain=1.05088e-05 3.07225e-05 3.76939e-05 3.7608e-05 2.00442e-05 2.60005e-05
threshold=-0.077944999999999987 -0.084604999999999986 -0.0089749999999999986 -0.09601999999999998 -0.053834999999999994 -0.048154999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.017469584615033468 0.015336338510279837 0.006511226093386638 0.014746141296315766 -0.015541094538256833 -0.011311660047250082 0.0089724770569455225
leaf_weight=0.0011333495703196202 0.0011106453717040863 0.001463063779300215 0.0013746555933920202 0.0016404416978371332 0.0012168026445467162 0.0013146963883109947
leaf_count=926 721 477 595 541 380 270
internal_value=0 -0.0027615 0.000960873 -0.00514512 0.00413637 -0.000777395
internal_weight=0 0.00561151 0.00447816 0.00310351 0.00364214 0.0025315
internal_count=3910 2539 1613 1018 1371 650
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 42 43 2
split_gain=3.04836e-05 4.5629e-05 5.87596e-05 4.34573e-05 4.92573e-05 4.29899e-05 5.00614e-05 4.50353e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -1.0000000180025095e-35 -0.083094999999999988 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00042421778210571901 -0.00032639107268079133 -0.00040296455535619122 0.00057671594572419058 -0.00038146278407457957 -9.608023401569494e-06 0.00041687742979977299 -0.00032577132553354569 0.00021025120376271599
leaf_weight=0.0010193152175806469 0.0010062818833727191 0.0012717783835898616 0.0010987371670255121 0.0011447067254756484 0.0011047877574390293 0.0010402563814843396 0.0014069331282219736 0.0010541376765622497
leaf_count=413 715 298 169 688 131 354 828 314
internal_value=0 3.31777e-05 -1.5902e-05 5.59651e-05 0.000282749 -5.15942e-05 5.62514e-05 -9.61796e-05
internal_weight=0 0.00914065 0.00812134 0.00684956 0.00220352 0.00464603 0.00350133 0.00246107
internal_count=3910 3195 2782 2484 300 2184 1496 1142
is_linear=0
shrinkage=0.00196078


Tree=8467
num_leaves=9
num_cat=0
split_feature=50 4 16 42 51 1 48 12
split_gain=1.33633e-05 2.53358e-05 3.07922e-05 3.31953e-05 3.66493e-05 2.93768e-05 3.88536e-05 3.89745e-05
threshold=0.084340000000000012 0.28937500000000005 -0.30307999999999996 -1.0000000180025095e-35 -0.032189999999999989 0.094695000000000015 0.08407000000000002 0.089855000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.00042037048340780515 -0.00030075074223722765 0.00021719287310212221 -0.00033840607846228395 -0.00031889818741080689 -0.00039611185160840802 0.00038522833302554642 0.00029125849426882657 0.00012408143401486431
leaf_weight=0.0010253720786499564 0.0010297084283963668 0.0010763062700218382 0.0012899548473305732 0.001043466988207069 0.0011687880004002393 0.0010001131728589324 0.001174827612560833 0.0010523059729737765
leaf_count=210 731 396 775 513 507 298 204 276
internal_value=0 -6.4715e-05 -0.000103842 -5.56118e-05 1.14517e-05 8.98654e-05 2.87974e-06 -0.000149656
internal_weight=0 0.00883113 0.00775483 0.00672946 0.0054395 0.00439603 0.00339592 0.00222109
internal_count=3910 3179 2783 2573 1798 1285 987 783
is_linear=0
shrinkage=0.00196078


Tree=8468
num_leaves=9
num_cat=0
split_feature=50 4 40 47 3 48 12 3
split_gain=1.31466e-05 2.69356e-05 3.02384e-05 3.60134e-05 3.3319e-05 4.73445e-05 4.4853e-05 3.91904e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 0.10420500000000001 0.085425000000000015 0.086935000000000012 -0.036619999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00034133223409841168 -0.00021607685126416598 0.00030783520469839794 0.00024194314578658064 0.00036512935704024536 0.00026809727654365643 0.0002538015892456436 -0.0004708849776808888 -0.00030103458060154188
leaf_weight=0.0010000129919236714 0.0010376601044738585 0.0010768484937722844 0.001031281227150108 0.0010116960216539975 0.0011165853994750483 0.0010646861267842507 0.0015319784007869863 0.0010131379376922172
leaf_count=274 731 396 589 226 134 238 1174 148
internal_value=0 1.72123e-05 -2.30685e-05 2.39474e-05 -3.60026e-05 -0.000109165 -0.00021722 -2.71364e-05
internal_weight=0 0.00884623 0.00776938 0.00676937 0.00575767 0.00464108 0.0035764 0.00204442
internal_count=3910 3179 2783 2509 2283 2149 1911 737
is_linear=0
shrinkage=0.00196078


Tree=8469
num_leaves=6
num_cat=0
split_feature=0 43 16 52 52
split_gain=1.05161e-05 2.59046e-05 2.63419e-05 2.71037e-05 3.26044e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.19424999999999998 1.0000000180025095e-35 -0.062489999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012042257037737997 0.0064439952233055382 -0.009571772580764951 0.0088935992266918045 0.019159939406124798 -0.013283226631142063
leaf_weight=0.0018623983413123598 0.0019290180636607193 0.0015225814377265098 0.0018039042220304477 0.0011102060580805932 0.001048141495801768
leaf_count=1184 446 354 457 891 578
internal_value=0 -0.0018523 0.00160774 0.00590371 0.000743501
internal_weight=0 0.00734723 0.00548483 0.00396225 0.00285205
internal_count=3910 3464 2280 1926 1035
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 48 13
split_gain=3.45078e-05 2.85978e-05 5.52226e-05 4.60596e-05 4.02349e-05 3.97797e-05 3.01939e-05
threshold=0.086465000000000014 -0.14868999999999996 -0.30307999999999996 -0.10575999999999998 -0.070894999999999986 0.084905000000000022 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00034122657025303406 -0.00035257086146853542 -0.00038598008828800111 0.0005622189810606655 -0.00029372467199370632 0.00035436270444062535 2.9753387604550565e-05 -6.166432918184488e-05
leaf_weight=0.0010050915740638924 0.0010109485560070028 0.0012626092474638841 0.0010830734178033314 0.0016638077844994118 0.0010500438035899481 0.0010746919836121674 0.0018566258285792406
leaf_count=428 715 294 169 1487 157 125 535
internal_value=0 2.95055e-05 -9.70291e-06 6.09086e-05 -5.0562e-05 0.00029702 8.86268e-05
internal_weight=0 0.00899594 0.00799085 0.00672824 0.00457048 0.00215777 0.00290667
internal_count=3910 3195 2767 2473 2179 294 692
is_linear=0
shrinkage=0.00196078


Tree=8471
num_leaves=8
num_cat=0
split_feature=15 16 52 16 13 12 48
split_gain=9.32246e-06 4.78288e-05 3.8329e-05 3.70232e-05 3.04122e-05 3.48249e-05 3.68926e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.10433000000000002 0.15737500000000001 -0.083514999999999992 0.085845000000000019 0.084500000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0082940301523054313 -0.02001056544677153 0.018288685199816978 0.019026262539865984 -0.0146760952114837 0.018044638179064022 -0.015907976586144425 -0.0080013262863673877
leaf_weight=0.0011530189207182668 0.0011711137620430828 0.0010386883510202093 0.0010929494147556189 0.0015415553575914244 0.0011705588269144487 0.0010943566097271849 0.001015705393879181
leaf_count=459 298 721 540 555 287 898 152
internal_value=0 -0.00131464 0.001834 -0.00137206 0.00337613 -0.00134538 0.00594408
internal_weight=0 0.00812493 0.00695381 0.00586086 0.00431931 0.00328062 0.00218626
internal_count=3910 3451 3153 2613 2058 1337 439
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 49 3
split_gain=1.01115e-05 2.46917e-05 2.40066e-05 3.35648e-05 6.02012e-05 4.13542e-05 5.029e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.0089849999999999982 -0.10939499999999998 -0.053834999999999994 -0.00064499999999999985 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.015118968475025946 -0.0095671839216419571 0.015694137709630986 0.016682856919433772 -0.0089158691422659194 -0.022623752405862362 -0.0038170407616377627 0.025502020336659454
leaf_weight=0.001032156197928384 0.0010072268411048706 0.0010099205964802464 0.0011608506178202279 0.0015695290386650539 0.0011201901197809812 0.0010819090941375411 0.0012738734424650006
leaf_count=291 779 396 156 350 354 1221 363
internal_value=0 0.00104639 -0.000997277 0.00135125 -0.00217619 0.00365906 0.012037
internal_weight=0 0.00824843 0.00723851 0.00620635 0.0050455 0.00392531 0.00235578
internal_count=3910 3131 2735 2444 2288 1934 1584
is_linear=0
shrinkage=0.1


Tree=8473
num_leaves=7
num_cat=0
split_feature=52 0 43 12 0 2
split_gain=9.99459e-06 1.76775e-05 1.62565e-05 5.61766e-05 4.63586e-05 2.8237e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.15109999999999998 0.091475000000000015 -0.10462499999999998 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0055595126437219837 0.0090734150436881846 0.010351921219879831 -0.010443224989928472 -0.023146950591403426 -0.00021367912910777063 0.022994722529913632
leaf_weight=0.0010922124256657786 0.0010305522534504053 0.0019357128650572641 0.0018274915423420303 0.0012495016639358222 0.0010525636749605558 0.001044418902167607
leaf_count=128 235 1062 398 780 937 370
internal_value=0 0.00461246 -0.00239587 -0.00468032 0.00119922 0.0113455
internal_weight=0 0.00302793 0.00620453 0.00517398 0.00392447 0.00209698
internal_count=3910 1190 2720 2485 1705 1307
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=9
num_cat=0
split_feature=11 0 47 15 49 15 150 16
split_gain=3.47851e-05 3.58158e-05 3.57987e-05 2.9472e-05 5.17309e-05 4.49821e-05 3.65011e-05 3.86906e-06
threshold=1.0000000180025095e-35 -0.017269999999999997 0.087850000000000025 -0.07052499999999999 -0.0057999999999999987 0.085285000000000014 0.084800000000000014 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -4
right_child=-2 -3 7 4 5 -7 -8 -9
leaf_value=-1.0449206635962447e-05 -0.00034949671305379437 0.00028194111238048465 -0.00016262513453175684 -0.0004188871565055062 0.00040549883013913301 -0.0001708025008947982 0.00050582151264493014 -0.00033419678593744738
leaf_weight=0.0010904213656356514 0.0010003605485107347 0.0018170803235271656 0.0010215184869393937 0.0010378244996429174 0.0010400156119075741 0.0010428500871359049 0.0010181190101454731 0.0010000257887619111
leaf_count=746 304 324 194 378 554 1013 163 234
internal_value=0 3.57796e-05 -2.59097e-05 5.97535e-05 -6.12453e-05 0.000116956 0.000238835 -0.000247499
internal_weight=0 0.00906786 0.00725077 0.00522923 0.00312069 0.00208287 0.00210854 0.00202154
internal_count=3910 3606 3282 2854 1945 1567 909 428
is_linear=0
shrinkage=0.00196078


Tree=8475
num_leaves=6
num_cat=0
split_feature=150 0 1 13 16
split_gain=1.00662e-05 2.45352e-05 3.4058e-05 2.97461e-05 3.12366e-05
threshold=0.084800000000000014 -0.08824499999999999 0.10752500000000002 -0.073799999999999991 0.18936500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.016465097464091052 0.0072507707626720307 0.014718006684088271 0.0039498804612761139 -0.010558364041725339 0.011482979739366152
leaf_weight=0.0019650669568722192 0.0015541937051365791 0.001512665634847617 0.0013989515380023534 0.0018000234619771906 0.0010002567590500827
leaf_count=845 458 865 231 1112 399
internal_value=0 -0.00157423 -0.00797538 0.00341856 -0.00268522
internal_weight=0 0.00767696 0.00336402 0.00431295 0.00280028
internal_count=3910 3452 1076 2376 1511
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=8
num_cat=0
split_feature=50 2 48 160 52 13 4
split_gain=1.99519e-05 2.75534e-05 7.68731e-05 3.71622e-05 3.03359e-05 2.76274e-05 5.8593e-05
threshold=0.084340000000000012 0.11934000000000002 0.09227500000000001 0.086110000000000006 -0.087604999999999988 -0.0024749999999999993 -1.0000000180025095e-35
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=-0.00022441655925299156 -0.00026556790873258183 -0.00027898811114875191 0.00055530182230762793 -0.00035634377875373951 -6.3497269973064797e-05 0.00052779139614727156 -5.2282650817632966e-05
leaf_weight=0.0012370373416451721 0.0010273687092199448 0.001026499483188296 0.0010539662211883826 0.0010328595901410356 0.001830988670742488 0.0013926704220176948 0.0012892422372104797
leaf_count=461 731 392 262 323 1274 282 185
internal_value=0 2.30835e-05 6.26504e-05 -1.39018e-05 4.76109e-05 0.000122177 0.00024894
internal_weight=0 0.00886326 0.00783676 0.0067828 0.00574994 0.0045129 0.00268191
internal_count=3910 3179 2787 2525 2202 1741 467
is_linear=0
shrinkage=0.00196078


Tree=8477
num_leaves=7
num_cat=0
split_feature=11 48 0 12 13 16
split_gain=3.1897e-05 2.83525e-05 8.48251e-05 2.96738e-05 4.59801e-05 4.65384e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.097345000000000015 -0.016579999999999998 -0.008069999999999999
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0003744710263690277 -0.00033867254871693196 -0.00013483766114183194 0.00056075834310654736 0.00019246526648038676 -0.00019636449993720611 0.00029316314017981403
leaf_weight=0.0017305531345633272 0.0010065114119199728 0.0014110734412282125 0.0012903804428190235 0.0015535157580278116 0.0016391562801700576 0.0013712761729833365
leaf_count=1533 304 114 591 489 600 279
internal_value=0 2.93929e-05 0.000197422 -4.27212e-05 -0.000119787 2.66193e-05
internal_weight=0 0.00899596 0.00270145 0.0062945 0.00474099 0.00301043
internal_count=3910 3606 705 2901 2412 879
is_linear=0
shrinkage=0.00196078


Tree=8478
num_leaves=7
num_cat=0
split_feature=11 48 42 49 0 13
split_gain=2.68284e-05 3.11605e-05 3.68383e-05 3.27121e-05 3.71372e-05 5.7639e-05
threshold=1.0000000180025095e-35 0.091555000000000011 0.086325000000000013 -0.05504499999999999 -0.10071499999999999 -0.083924999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00027059002290101591 -0.00031100131237970976 0.00026469354153150847 -0.00027032886195196251 0.00032312864171659333 0.00033327716574607587 -0.00026826202755457268
leaf_weight=0.0010007089748858087 0.0010083531268102854 0.0017089385249797629 0.001830780300085562 0.0019765349288482451 0.0010025884803234806 0.001573683109686913
leaf_count=222 304 433 1243 306 351 1051
internal_value=0 2.6097e-05 -2.91211e-05 5.03958e-05 0.000120949 -3.41655e-05
internal_weight=0 0.00909323 0.0073843 0.00555352 0.00455281 0.00257627
internal_count=3910 3606 3173 1930 1708 1402
is_linear=0
shrinkage=0.00196078


Tree=8479
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 13 0
split_gain=2.24426e-05 3.34299e-05 4.47712e-05 6.73282e-05 4.32669e-05 3.04237e-05 1.95084e-05
threshold=0.086465000000000014 0.28937500000000005 -0.023959999999999995 0.094625000000000015 0.097135000000000013 -0.014114999999999997 -0.10209999999999998
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=-0.00040708437719160661 -0.0002812504567383626 0.00034070085087726973 -0.00021214491515029289 0.00034458901994679277 -0.00040833775775940838 -6.499828546840948e-05 0.00028557340133614429
leaf_weight=0.0010096639341687285 0.0010360400495161961 0.0011197806267663176 0.0014374878128382449 0.0019504565606868109 0.0012047966519592706 0.0010196558128671709 0.0015200537291135561
leaf_count=280 715 396 1128 201 546 100 544
internal_value=0 2.30503e-05 -2.06361e-05 3.40693e-05 -8.28076e-05 1.58039e-05 0.000144824
internal_weight=0 0.0092619 0.00814211 0.00713245 0.00518199 0.0039772 0.00253971
internal_count=3910 3195 2799 2519 2318 1772 644
is_linear=0
shrinkage=0.00196078


Tree=8480
num_leaves=7
num_cat=0
split_feature=2 48 13 13 1 4
split_gain=9.72464e-06 2.45902e-05 3.42677e-05 5.50653e-05 3.04773e-05 3.12787e-05
threshold=0.12663500000000003 0.091555000000000011 -0.094679999999999986 -0.014114999999999997 0.092550000000000007 -0.08266999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.011846651944628106 -0.0092612158216093098 0.013455105491375486 -0.023353897538939163 -0.0050989089905956984 -0.010285766572028066 0.01734756510612602
leaf_weight=0.0015302307972234102 0.0010299837552631428 0.0013376031021099695 0.0012656550897703154 0.0011179628442320243 0.0016012261958627053 0.0013959927264060603
leaf_count=314 369 366 1542 420 425 474
internal_value=0 0.00104436 -0.00135768 -0.0051128 0.000497389 0.00736556
internal_weight=0 0.00824867 0.00691107 0.00538084 0.00411518 0.00251396
internal_count=3910 3541 3175 2861 1319 894
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=8
num_cat=0
split_feature=11 3 1 13 47 15 4
split_gain=2.13326e-05 2.81633e-05 2.6365e-05 4.18106e-05 4.30553e-05 4.09441e-05 3.03685e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.085990000000000011 -0.0024749999999999993 0.09252500000000001 -0.09547499999999999 -0.082054999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00031358753782697593 -0.00027698744023325423 6.3710237772100238e-05 0.00032040312176154472 0.00036793093332126834 -0.00037867471726719704 -0.00016329027310012047 -0.00033938229442195155
leaf_weight=0.0011344679092275553 0.0010011839332452642 0.0012687419027682895 0.0016929319916547557 0.0010956202948452605 0.0010851432375573967 0.0011364383333242476 0.0016571159659207258
leaf_count=222 304 474 941 94 111 268 1496
internal_value=0 2.46116e-05 -1.66981e-05 6.96683e-05 -5.8294e-05 9.74631e-05 -0.000164589
internal_weight=0 0.00907046 0.00793599 0.00501013 0.0033172 0.00223206 0.00292586
internal_count=3910 3606 3384 1414 473 362 1970
is_linear=0
shrinkage=0.00196078


Tree=8482
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=3.05977e-05 3.56661e-05 4.95425e-05 4.83519e-05 4.02744e-05 5.9562e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 0.016865000000000002 -0.10131499999999999 0.086635000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00037908153665902015 -0.00032530054631088964 -0.00036366697696074425 0.00023328601711664651 0.00031558327768084628 -0.00040006823025583665 0.00011208989365760911
leaf_weight=0.0010172858663457683 0.0010186957069294829 0.0012849615747278793 0.0013960728397397464 0.0019662538065949109 0.0018663781485859599 0.0016402533070788347
leaf_count=413 715 298 189 464 1191 640
internal_value=0 3.2898e-05 -1.0292e-05 5.58132e-05 -4.83689e-05 -0.000160502
internal_weight=0 0.00917121 0.00815392 0.00686896 0.0049027 0.00350663
internal_count=3910 3195 2782 2484 2020 1831
is_linear=0
shrinkage=0.00196078


Tree=8483
num_leaves=7
num_cat=0
split_feature=1 4 150 1 0 4
split_gain=1.0386e-05 3.49533e-05 2.72919e-05 2.89876e-05 2.40842e-05 2.25156e-05
threshold=0.085990000000000011 -0.15333499999999997 0.077110000000000012 0.10561500000000001 -0.087614999999999985 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -5
right_child=2 4 -4 5 -6 -7
leaf_value=0.0075656060947160847 -0.012688638094914368 -0.022832673474164945 0.015357904163039846 -0.0040285015976834542 -0.0022768927252139097 0.014172157187576357
leaf_weight=0.0015386888591149167 0.0014451139085580916 0.0010741805975495911 0.0012991706454805255 0.0013954177468620715 0.0012143449747316661 0.0013251513887886548
leaf_count=166 706 721 348 305 1322 342
internal_value=0 -0.0040892 0.00270361 -0.00124295 -0.0119253 0.00483679
internal_weight=0 0.00382721 0.00546485 0.00416568 0.00228853 0.00272057
internal_count=3910 2209 1701 1353 2043 647
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 4 13
split_gain=3.22322e-05 3.69188e-05 4.53119e-05 3.54413e-05 4.6446e-05 3.52606e-05 3.09765e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.10575999999999998 -0.06402999999999999 0.0057500000000000008 -0.070604999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00038109669232709332 -0.0003348533546095258 -0.00036214081362806737 2.8725419855596369e-05 -0.00027968289318382639 0.00038788135229039328 0.00052167801575265236 -3.9745412145118828e-05
leaf_weight=0.001024332433162206 0.0010348491909622773 0.0012218639009804839 0.0012451572741906877 0.0019698257567233625 0.0010095432854321674 0.0010107151604710068 0.0018351713970207835
leaf_count=413 715 284 218 1664 92 84 440
internal_value=0 2.99074e-05 -1.34745e-05 4.67798e-05 -4.82462e-05 0.000249587 0.000112012
internal_weight=0 0.00931661 0.00829228 0.00707041 0.00481454 0.00225587 0.00284471
internal_count=3910 3195 2782 2498 2196 302 532
is_linear=0
shrinkage=0.00196078


Tree=8485
num_leaves=9
num_cat=0
split_feature=11 3 133 3 160 0 15 4
split_gain=3.98261e-05 3.61911e-05 3.96155e-05 4.58349e-05 5.40759e-05 4.38648e-05 2.58416e-05 1.24717e-05
threshold=0.077330000000000024 -0.10628499999999998 0.083815000000000014 -0.075954999999999981 1.0000000180025095e-35 -0.10209999999999998 -0.11219499999999999 0.05309500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7
right_child=-2 2 -4 4 -6 7 -8 -9
leaf_value=0.00034361750272945778 -0.00037633640091614719 -0.00042897528576123564 0.00025054344660807684 0.00011948152352689849 -0.00036956162111498656 0.00015249410589941544 -0.00030435207688490451 0.00046013798687213951
leaf_weight=0.0012564358858334406 0.0010080415230905833 0.0011998784365678545 0.0017366364177317795 0.0011087571030262157 0.0012195797448246335 0.0010063731494761021 0.0011035780507358513 0.0010202268783784866
leaf_count=247 279 1101 1174 144 194 391 201 179
internal_value=0 3.32508e-05 -1.32e-05 -8.19893e-05 -5.71566e-06 9.89661e-05 -9.19392e-05 0.000307368
internal_weight=0 0.00965147 0.00839503 0.00665839 0.00545851 0.00423894 0.00221234 0.0020266
internal_count=3910 3631 3384 2210 1109 915 345 570
is_linear=0
shrinkage=0.00196078


Tree=8486
num_leaves=8
num_cat=0
split_feature=2 48 3 15 2 3 15
split_gain=8.80785e-06 1.87604e-05 2.27887e-05 3.31215e-05 3.22616e-05 2.98992e-05 2.60798e-05
threshold=0.12663500000000003 0.092755000000000018 0.11476000000000001 -0.096369999999999983 0.097575000000000009 -0.018854999999999997 0.084050000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.011119439826093896 -0.008787960268531592 0.013216734282170496 0.012519967115638162 0.013405698503904892 -0.021481204803126652 -0.015705960704934383 -0.0069866831153505941
leaf_weight=0.0012740552536838912 0.0010354941946248445 0.0010905033181851593 0.001081810971460824 0.0013206043797926951 0.0011676568717974953 0.0011564689294471047 0.0011943228842712416
leaf_count=396 369 331 125 883 487 222 1097
internal_value=0 0.000994161 -0.000858362 -0.00322587 -0.00700279 -0.00239805 0.00372149
internal_weight=0 0.00828542 0.00719492 0.00611311 0.00483905 0.0036714 0.00251493
internal_count=3910 3541 3210 3085 2689 2202 1980
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=7
num_cat=0
split_feature=42 2 160 3 0 12
split_gain=8.90688e-06 2.43854e-05 3.67941e-05 3.20008e-05 2.46645e-05 4.02084e-05
threshold=-0.088669999999999985 0.086545000000000025 0.084480000000000013 -0.075954999999999981 -0.13506999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0078340142219092534 -0.022541315520570322 -0.011561916283551042 0.017304992571974442 0.00024744835625686021 0.018819045038315007 -0.0063812716645324681
leaf_weight=0.0012325276872792784 0.001072598413139583 0.0016621738874552654 0.0012770666069033222 0.0014481312104313681 0.0010781777778221915 0.0015339272649285078
leaf_count=480 963 308 282 444 513 920
internal_value=0 -0.00129283 0.00241087 -0.00944942 -0.00203919 0.00402046
internal_weight=0 0.00807208 0.00555135 0.00252073 0.00427428 0.00261211
internal_count=3910 3430 2023 1407 1741 1433
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=9
num_cat=0
split_feature=11 3 52 12 0 0 2 2
split_gain=2.61646e-05 2.4149e-05 1.94424e-05 4.20428e-05 3.78605e-05 3.02011e-05 2.92013e-05 4.06916e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.15154999999999999 0.095295000000000019 -0.076734999999999984 -0.10071499999999999 0.11230000000000001 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00030348164689637948 -0.00030044634888887819 0.00024303264675642271 -8.3130734516010242e-05 -0.00040155437471554926 0.00034893844355040016 -0.00031512059023865971 -0.00022972497261785344 0.00043059766112543045
leaf_weight=0.0011183449046321568 0.0010002622393252966 0.0010581621737576936 0.0012440821291981674 0.0010600761690400156 0.0011089768813486341 0.0012486763149628559 0.0010598191932917871 0.0011323140410901362
leaf_count=222 304 449 150 534 395 1443 185 228
internal_value=0 3.37803e-05 -4.34092e-06 -4.25323e-05 2.31563e-05 -5.39607e-05 4.09414e-05 0.000161652
internal_weight=0 0.00903045 0.00791211 0.00685394 0.00579387 0.00468489 0.00343622 0.0023764
internal_count=3910 3606 3384 2935 2401 2006 563 378
is_linear=0
shrinkage=0.00196078


Tree=8489
num_leaves=7
num_cat=0
split_feature=1 0 12 150 52 2
split_gain=8.57165e-06 2.88483e-05 3.74657e-05 2.09961e-05 2.65848e-05 1.83635e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 -0.014099999999999998 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.016810084746672612 0.010946406705762779 -0.011609805442290731 0.012343548801223262 0.013576253474605553 0.0010313204717135069 -0.014982211970331186
leaf_weight=0.0011672701726770322 0.001289700394609742 0.0011456539243562889 0.0015184325049655474 0.0012976468742864232 0.0015586894964874016 0.0013247443593948163
leaf_count=747 491 784 678 348 611 251
internal_value=0 -0.00370101 0.00204274 0.00246668 -0.000987868 -0.00632582
internal_weight=0 0.00383136 0.00266409 0.00547078 0.00417313 0.00288343
internal_count=3910 2209 1462 1701 1353 862
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=8
num_cat=0
split_feature=50 2 48 16 160 52 4
split_gain=1.32109e-05 2.45866e-05 5.92101e-05 2.9293e-05 3.74758e-05 4.66141e-05 7.82709e-05
threshold=0.084340000000000012 0.11934000000000002 0.091555000000000011 -0.09601999999999998 -0.026849999999999995 0.086635000000000004 0.0021050000000000005
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=0.00018121220826627273 -0.00021587680654971175 -0.00026828351573671713 0.00044897590892776254 0.00022153876683519706 -0.0007224574429383837 8.4047086676010882e-05 1.4866764173838782e-05
leaf_weight=0.0019844333576769175 0.0010376312908041462 0.0010216961303006296 0.0012365435912544574 0.0010563917975576578 0.0011726407456918385 0.0013839564833331057 0.0010484339620382014
leaf_count=514 731 392 286 517 844 459 167
internal_value=0 1.79053e-05 5.50004e-05 -1.83036e-05 -0.00010324 -0.000198411 -0.000374412
internal_weight=0 0.0089041 0.0078824 0.00664586 0.00466142 0.00360503 0.00222107
internal_count=3910 3179 2787 2501 1987 1470 1011
is_linear=0
shrinkage=0.00196078


Tree=8491
num_leaves=7
num_cat=0
split_feature=4 151 12 16 16 15
split_gain=9.16524e-06 1.73539e-05 2.60428e-05 4.07961e-05 4.68441e-05 3.12618e-05
threshold=0.27020000000000005 -0.016164999999999995 0.086865000000000012 -0.085924999999999987 0.022165000000000004 0.088190000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.0090347395105447332 0.0076176330234278 -0.024027602000349233 -0.0045993433475038942 0.012228187902242388 -0.016108429638045495 0.016188529863140785
leaf_weight=0.0013383274577466091 0.0013288786460869386 0.0012271976633421431 0.0019034635437740011 0.0012034113644256517 0.0011323112178376416 0.001166924190412866
leaf_count=561 472 348 1037 495 254 743
internal_value=0 -0.00135271 -0.00344846 -0.00926511 -0.00150883 0.00330125
internal_weight=0 0.00797164 0.00663331 0.00356292 0.00233572 0.00307039
internal_count=3910 3438 2877 1097 749 1780
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=7
num_cat=0
split_feature=50 160 42 43 150 4
split_gain=2.68923e-05 4.13828e-05 3.10269e-05 4.06255e-05 2.9622e-05 4.76812e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.084800000000000014 -0.056579999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00030151443904386334 -0.00031210353195799842 -0.00031773025233462922 0.00025861164171538716 0.00011109140041585986 0.00019845024559941185 -0.00037130397362622453
leaf_weight=0.0016890006103611804 0.0010149799159272907 0.0012685290147477699 0.0018904988632688436 0.0013146934524932048 0.001064692421312451 0.0019655228029550019
leaf_count=804 715 766 551 527 155 392
internal_value=0 2.42193e-05 -3.81949e-05 1.86737e-05 -8.57249e-05 -0.000177962
internal_weight=0 0.00919294 0.00750394 0.00623541 0.00434491 0.00328022
internal_count=3910 3195 2391 1625 1074 919
is_linear=0
shrinkage=0.00196078


Tree=8493
num_leaves=8
num_cat=0
split_feature=51 484 150 15 43 16 15
split_gain=8.64064e-06 2.30035e-05 2.90637e-05 3.25491e-05 4.81015e-05 4.00358e-05 3.53596e-05
threshold=0.08955500000000001 0.073820000000000011 0.084800000000000014 -0.017214999999999998 -0.083899999999999988 -0.088144999999999987 -0.106555
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.0004832994687451734 -0.0080158456532051971 0.015107716551000017 0.014413994345195073 0.019438192468161825 0.0083188412961783236 -0.018604239728873338 -0.022628454872394337
leaf_weight=0.0012383894530316574 0.001193477781800077 0.0010239524133905716 0.0010515346941781982 0.0011579422969661734 0.0010595415091139077 0.0011537951163039623 0.0014222125657330942
leaf_count=462 487 456 271 372 332 908 622
internal_value=0 0.0010977 -0.000927542 -0.00360202 0.00292381 -0.00571595 -0.011871
internal_weight=0 0.00810737 0.00708342 0.00603188 0.00337128 0.00221334 0.0026606
internal_count=3910 3423 2967 2696 1612 1240 1084
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=9
num_cat=0
split_feature=160 50 133 16 51 4 47 16
split_gain=1.37635e-05 2.17747e-05 3.12165e-05 3.89301e-05 3.55665e-05 3.48261e-05 4.0503e-05 1.85284e-05
threshold=0.098455000000000015 0.07992500000000001 0.090085000000000012 0.011450000000000002 -0.07742499999999998 0.018480000000000003 0.09252500000000001 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-1.597734198634297e-06 -0.0002223423394601998 -0.00025368986002072285 -0.00025080597170590226 5.5259012660288752e-05 0.00055302031525428024 0.00037008656162217394 -0.00013682512074923787 -0.00037609974394856087
leaf_weight=0.0010034658621111566 0.0010170994506872684 0.001001836706711068 0.001113454556619895 0.0010509437280557272 0.0011622421778052956 0.0014286038100823537 0.0010524702306616163 0.0010284911000327437
leaf_count=307 319 701 555 288 327 433 108 872
internal_value=0 1.85132e-05 5.32983e-05 0.00010364 0.000316656 -8.2335e-07 0.000155055 -0.000191155
internal_weight=0 0.00884151 0.00783967 0.00672622 0.00221319 0.00451303 0.00248107 0.00203196
internal_count=3910 3591 2890 2335 615 1720 541 1179
is_linear=0
shrinkage=0.00196078


Tree=8495
num_leaves=7
num_cat=0
split_feature=11 3 3 49 49 0
split_gain=4.60924e-05 2.99063e-05 3.72314e-05 2.99778e-05 3.71842e-05 3.57717e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.076734999999999984 -0.006494999999999999 1.0000000180025095e-35 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0003286272474002155 -0.00040301465551335176 -0.00024595798013248656 -0.00013894083928324628 0.00050763229055130366 -0.00013266166712569993 8.7596104759081096e-05
leaf_weight=0.0011708166804091152 0.0010221475040675969 0.0019136068873063378 0.0019148711056612569 0.0013603804591585552 0.001245148956136582 0.0018256287222027962
leaf_count=235 291 1848 367 152 403 614
internal_value=0 3.53481e-05 -6.22463e-06 6.60655e-05 0.000154657 0.000266946
internal_weight=0 0.00943045 0.00825964 0.00634603 0.00443116 0.00318601
internal_count=3910 3619 3384 1536 1169 766
is_linear=0
shrinkage=0.00196078


Tree=8496
num_leaves=7
num_cat=0
split_feature=1 42 133 2 2 16
split_gain=9.74865e-06 2.23415e-05 2.41425e-05 3.08643e-05 4.66588e-05 1.6194e-05
threshold=0.12864500000000004 0.092145000000000019 0.065880000000000008 0.089910000000000004 0.10796500000000002 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.017826587233240362 0.0087965164455130074 -0.013541040098783392 0.011890304253250904 0.018118480586235306 -0.0074629020914046317 -0.0018484324487927006
leaf_weight=0.0013332076167931911 0.0010933478024652355 0.0012541450741116759 0.0015658401695308839 0.0013823265255259675 0.0014724959343837968 0.0012099978816136909
leaf_count=706 331 727 892 471 339 444
internal_value=0 -0.00125465 0.000958051 -0.00221314 0.0049238 -0.0102246
internal_weight=0 0.00821801 0.00696387 0.00539803 0.00285482 0.00254321
internal_count=3910 3579 2852 1960 810 1150
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=7
num_cat=0
split_feature=1 4 16 15 3 0
split_gain=9.53618e-06 3.04987e-05 2.16353e-05 3.43846e-05 7.83241e-05 1.94075e-05
threshold=0.085990000000000011 -0.15333499999999997 -0.09601999999999998 -0.017214999999999998 0.076695000000000013 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.0069563418804378628 0.010954789732398617 -0.021070793691231857 0.0098398381655314636 0.012107136275022161 -0.026719004736138564 -0.0025907790011098935
leaf_weight=0.0015444759902283525 0.001982009793928644 0.0010682156009532578 0.0011339643597733156 0.0011414345662185011 0.0012127502345830243 0.0012142640569889633
leaf_count=166 505 721 394 654 148 1322
internal_value=0 -0.00389608 0.00261173 -0.00212891 -0.00905328 -0.0112395
internal_weight=0 0.00382696 0.00547016 0.00348815 0.00234671 0.00228248
internal_count=3910 2209 1701 1196 542 2043
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=8
num_cat=0
split_feature=11 3 47 15 150 52 16
split_gain=3.83896e-05 2.43807e-05 2.62845e-05 3.82953e-05 5.45658e-05 5.51929e-05 3.15252e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.09252500000000001 -0.096369999999999983 0.086420000000000011 0.091715000000000005 -0.083144999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00030146872342237387 -0.00037316516726355013 0.00033766654956739271 -0.0002164911728515121 0.00047557952075644074 -0.00042572851366309302 -0.00031108803574490703 4.5350122603741109e-05
leaf_weight=0.0011251908720154189 0.0010016961712526829 0.001408833985321498 0.0017837186116984038 0.0011403467525947827 0.0010464611347735832 0.0010011277823638197 0.0015379250408052508
leaf_count=222 304 500 371 454 322 565 1172
internal_value=0 3.13913e-05 -6.98622e-06 5.39293e-05 -3.06561e-05 8.17067e-05 0.000228532
internal_weight=0 0.0090436 0.00791841 0.00613469 0.00472586 0.0036794 0.00267827
internal_count=3910 3606 3384 3013 2513 2191 1626
is_linear=0
shrinkage=0.00196078


Tree=8499
num_leaves=7
num_cat=0
split_feature=43 43 12 52 16 16
split_gain=8.74939e-06 2.92725e-05 2.84534e-05 3.15693e-05 3.50598e-05 2.37325e-05
threshold=-0.093039999999999984 -0.074254999999999988 0.089995000000000006 -0.074484999999999982 -0.19424999999999998 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0064308327491957654 0.014616106822078062 -0.012821812468822625 -0.013926388015525102 -0.0074508855973884893 0.025050204033292028 0.0051553345672927051
leaf_weight=0.0017536856602374641 0.0013730119879769012 0.0010810601123767971 0.0014238465996507322 0.0011927009738623485 0.0010265421360561142 0.0014416809898246004
leaf_count=602 954 285 922 269 384 494
internal_value=0 0.00141118 -0.0015293 0.00219309 0.00662695 0.0134297
internal_weight=0 0.00753884 0.00616583 0.00474198 0.00366092 0.00246822
internal_count=3910 3308 2354 1432 1147 878
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=8
num_cat=0
split_feature=11 48 0 2 133 43 12
split_gain=2.67875e-05 2.64163e-05 9.5832e-05 4.2408e-05 3.48111e-05 4.20006e-05 1.98741e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.087330000000000019 -0.074254999999999988 0.086865000000000012
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=0.00019714481021250574 -0.00031116584577140394 -0.00016496980849537744 0.00057308281143744701 0.00031391272509684949 -0.00043924085332966938 -0.00034235549112720571 9.8440462373712071e-06
leaf_weight=0.0017469452330225082 0.0010064382105888286 0.0014137685932423018 0.0012968264186609584 0.0010666118913270116 0.0010245034388583884 0.0014995376173578903 0.0010454246448675685
leaf_count=622 304 114 591 421 730 516 612
internal_value=0 2.59629e-05 0.000188136 -4.29049e-05 -0.000114492 -3.69725e-05 -0.000197678
internal_weight=0 0.00909362 0.0027106 0.00638302 0.00531641 0.00429191 0.00254496
internal_count=3910 3606 705 2901 2480 1750 1128
is_linear=0
shrinkage=0.00196078


Tree=8501
num_leaves=7
num_cat=0
split_feature=15 16 0 48 52 3
split_gain=9.17485e-06 3.64229e-05 2.65565e-05 3.22447e-05 2.70861e-05 3.88354e-05
threshold=-0.15202999999999997 -0.38486499999999996 -0.10575999999999998 0.084905000000000022 0.086635000000000004 -0.075679999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4
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leaf_value=0.0083019843510708149 -0.018280755547525316 0.022939754476874276 -0.020504789461072377 -0.00181299445973755 0.0067834356634636425 0.002082736590465528
leaf_weight=0.0011480653966017091 0.001087657072119586 0.0010717331069443076 0.0014249621365762697 0.0010340348445828998 0.0018917778888067381 0.001634074429581772
leaf_count=459 284 201 1467 141 863 495
internal_value=0 -0.0012469 0.00137859 0.0107849 -0.00262229 -0.008439
internal_weight=0 0.00814424 0.00705658 0.00210577 0.00495081 0.00305904
internal_count=3910 3451 3167 342 2825 1962
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=7
num_cat=0
split_feature=4 2 2 48 2 4
split_gain=8.55133e-06 3.95585e-05 2.92249e-05 3.76663e-05 2.86928e-05 2.37815e-05
threshold=0.15927500000000003 0.10796500000000002 0.11085000000000002 0.083775000000000002 0.088895000000000016 -0.076329999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0062358696024879959 0.019039739550099705 -0.0068436071062881387 0.011783419879777088 0.0085585527071876822 -0.02162924246303928 -0.012522145628559562
leaf_weight=0.0012442643517558169 0.0010974859820379386 0.0012781389159289573 0.0012817338282078983 0.0015094825242407068 0.0013854678861676475 0.0014795500342692299
leaf_count=872 287 323 426 497 761 744
internal_value=0 0.00511392 -0.00184226 -0.0049505 -0.00991285 -0.00395331
internal_weight=0 0.00237562 0.0069005 0.00561876 0.00410928 0.00272381
internal_count=3910 610 3300 2874 2377 1616
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=9
num_cat=0
split_feature=50 133 160 42 15 2 2 16
split_gain=2.45405e-05 2.48442e-05 4.07665e-05 2.9094e-05 6.14168e-05 3.48271e-05 4.98736e-05 1.43014e-06
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094425000000000023 0.035895000000000003 0.10796500000000002 0.088820000000000024 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00016424280105131124 -0.00029800953026528341 -0.00022844222279496903 -0.00026961242918431354 0.00043547296877026925 -0.00032829079525257285 -0.00010238342767523855 0.00063701795319685253 6.0361845907426388e-05
leaf_weight=0.0010032256585881855 0.0010042241636780023 0.0012711940859968275 0.0011671693592153884 0.001003148376930902 0.0011596348258270271 0.0012061649490762803 0.0010528147789111387 0.0010353817301679933
leaf_count=242 715 622 300 299 698 325 340 369
internal_value=0 2.53418e-05 6.7637e-05 0.000128567 7.21509e-05 0.000180204 0.000290459 0.000111483
internal_weight=0 0.00889873 0.00762754 0.00646037 0.00545722 0.00429759 0.00309142 0.00203861
internal_count=3910 3195 2573 2273 1974 1276 951 611
is_linear=0
shrinkage=0.00196078


Tree=8504
num_leaves=6
num_cat=0
split_feature=0 43 4 15 16
split_gain=8.45071e-06 2.36598e-05 2.25608e-05 4.05653e-05 2.40614e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.06272999999999998 -0.07142999999999998 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01136120311021028 0.0058287853071251824 -0.010265308186454339 0.00796776105327986 0.018762561555997051 -0.010553938067315142
leaf_weight=0.0018580365805350831 0.0019292034341309734 0.0012248285282579147 0.0013227729699634789 0.0014438613108175092 0.0014930828297267777
leaf_count=1184 446 1014 348 501 417
internal_value=0 -0.00160851 0.00169548 0.00513465 -0.00185321
internal_weight=0 0.00734258 0.00548455 0.00425972 0.00281586
internal_count=3910 3464 2280 1266 765
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=8
num_cat=0
split_feature=4 40 2 3 47 16 2
split_gain=7.99426e-06 1.51918e-05 4.69562e-05 4.63871e-05 4.40754e-05 2.83708e-05 2.5117e-05
threshold=0.27020000000000005 -1.0000000180025095e-35 0.11230000000000001 0.094625000000000015 0.084695000000000006 -0.091624999999999984 0.088585000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.012751441892198179 0.0071433850990641704 -0.018136879791398223 -0.019405676405211712 0.02212860336808346 0.017395186959592895 0.0087033235106426556 -0.0117266331833056
leaf_weight=0.0010038913275094204 0.0013225566412573544 0.0012165101608735034 0.0010198964043481385 0.0011222194574519589 0.0010731386503660127 0.0014950812292759477 0.0010071580858932896
leaf_count=292 472 427 340 141 343 1181 714
internal_value=0 -0.00125403 0.000410545 0.00382788 -0.000457993 -0.00560998 0.000480211
internal_weight=0 0.0079379 0.006934 0.00591411 0.00479189 0.00371875 0.00250224
internal_count=3910 3438 3146 2806 2665 2322 1895
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=7
num_cat=0
split_feature=0 1 2 3 48 0
split_gain=9.68815e-06 2.07956e-05 2.81009e-05 3.60469e-05 5.34763e-05 2.64284e-05
threshold=0.10302000000000001 0.076710000000000014 0.11542500000000001 -0.074234999999999982 0.08407000000000002 -0.083674999999999986
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00041658693011365671 0.00015145474797810174 0.00020571286359479793 0.00027900035931161557 -0.00036113156667646844 0.00014101233083803244 1.4726252466713682e-05
leaf_weight=0.0010535297193418054 0.0013339774245609377 0.0015689866287023875 0.0013556387765959414 0.0019782811118901128 0.0013871158061396537 0.0011342093319704912
leaf_count=1044 210 711 383 463 214 885
internal_value=0 -2.83116e-05 2.8961e-05 -3.97331e-05 -0.000154163 -0.000192977
internal_weight=0 0.00847776 0.00629002 0.00493438 0.0033654 0.00218774
internal_count=3910 3700 1771 1388 677 1929
is_linear=0
shrinkage=0.00196078


Tree=8507
num_leaves=8
num_cat=0
split_feature=11 39 13 0 16 15 4
split_gain=3.41166e-05 2.80137e-05 5.75041e-05 3.78383e-05 3.45652e-05 3.02405e-05 3.01963e-05
threshold=1.0000000180025095e-35 0.005105000000000001 -0.094679999999999986 -0.053834999999999994 0.0015250000000000001 -0.074174999999999977 0.044585000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00031815478693831244 -0.00034323510482477489 0.0003168303929387398 0.00028071607442050386 -0.00041490799890404949 0.00029530856153979382 -0.0002888142451525856 -0.00017540798212354789
leaf_weight=0.0016647828854459033 0.0010113731545589527 0.0011902741319924403 0.0011082559338650199 0.0011401034580551589 0.001060390858564352 0.0018331312330125468 0.0011239222212447268
leaf_count=331 304 445 377 328 507 1411 207
internal_value=0 3.63347e-05 -5.76388e-06 -9.18269e-05 -1.99644e-05 -0.0001022 5.10534e-05
internal_weight=0 0.00912086 0.00793059 0.0062658 0.0051257 0.00406531 0.00223218
internal_count=3910 3606 3161 2830 2502 1995 584
is_linear=0
shrinkage=0.00196078


Tree=8508
num_leaves=8
num_cat=0
split_feature=11 3 133 3 160 16 2
split_gain=3.03019e-05 2.91322e-05 2.30054e-05 4.09636e-05 5.34103e-05 4.94333e-05 2.65483e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.083815000000000014 -0.075954999999999981 1.0000000180025095e-35 0.18936500000000003 0.10679500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00032656571568228748 -0.00032399581551070366 -0.0004029765521456469 0.00019610367978617374 0.00015575563108894682 -0.00036243298485297265 0.00048946381013280523 -0.00021591867895190579
leaf_weight=0.0011433569535591126 0.001010509640756981 0.0011175264050047248 0.0016735974097894599 0.0016600907843246498 0.0011452370000203773 0.0010239755123871218 0.0013315060184112769
leaf_count=222 304 1101 1174 402 194 183 330
internal_value=0 3.39122e-05 -8.16651e-06 -6.26182e-05 1.10833e-05 0.00011761 -9.66993e-06
internal_weight=0 0.00909529 0.00795193 0.00627834 0.00516081 0.00401557 0.0029916
internal_count=3910 3606 3384 2210 1109 915 732
is_linear=0
shrinkage=0.00196078


Tree=8509
num_leaves=7
num_cat=0
split_feature=0 12 3 15 0 0
split_gain=9.02606e-06 1.71315e-05 2.41817e-05 3.43866e-05 2.7937e-05 2.29545e-05
threshold=0.10302000000000001 0.092365000000000017 -0.016619999999999996 -0.074174999999999977 -0.18901999999999997 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0010408063135920521 0.0077633815109862392 -0.009931518148834308 -0.0056709847496613369 -0.014622378266470518 0.016266443548443935 0.019209640772609962
leaf_weight=0.0010768640001145471 0.0012745497827770782 0.0017854472691347196 0.0012810167780452947 0.0016363572273115994 0.0010615695511389132 0.0011656730786602878
leaf_count=1038 210 1076 124 333 359 770
internal_value=0 -0.001297 0.00118095 -0.00349945 0.00427021 0.0094854
internal_weight=0 0.00800693 0.00622148 0.00397894 0.00234259 0.00224254
internal_count=3910 3700 2624 816 483 1808
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=7
num_cat=0
split_feature=1 151 15 42 3 4
split_gain=3.08033e-05 3.38982e-05 4.39014e-05 4.57763e-05 3.06978e-05 6.28796e-05
threshold=0.12864500000000004 0.044055000000000004 0.085285000000000014 0.084100000000000022 -0.080664999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0003400016060766885 0.00029138533164654374 0.00029652290918555233 -0.00040746772269008064 -0.00028352284420991972 0.00024917988914424459 -0.00026153558187830972
leaf_weight=0.0012708859171138994 0.0011956998758962676 0.0010060267494602952 0.001353813188650149 0.0018596156425947901 0.0018048164008287802 0.0019053240541339334
leaf_count=698 331 176 1120 930 298 357
internal_value=0 -4.31555e-05 -8.48576e-05 -2.10107e-05 7.69956e-05 -1.30955e-05
internal_weight=0 0.00920048 0.00819446 0.00684064 0.00498103 0.00371014
internal_count=3910 3579 3403 2283 1353 655
is_linear=0
shrinkage=0.00196078


Tree=8511
num_leaves=8
num_cat=0
split_feature=11 3 47 1 133 3 3
split_gain=2.27392e-05 3.08834e-05 2.74275e-05 4.09054e-05 3.37517e-05 3.66411e-05 1.1791e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 0.099595000000000017 0.077945 0.084925000000000014 0.045635000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.00032855602137969877 -0.00028791757909486147 -0.00040322242811101036 -0.00036151806433885962 0.00031685856685640588 0.00018587632620898069 5.1004942818885668e-05 -6.413806555113726e-05
leaf_weight=0.0011188044617390031 0.0010002643454687056 0.0013972801564967165 0.0010374693783770303 0.0015930971152115616 0.0014863570599513536 0.0013352504136258797 0.0010132513777602603
leaf_count=222 304 1250 330 581 960 155 108
internal_value=0 2.3748e-05 -1.96239e-05 4.91665e-05 -5.19169e-05 -0.000181264 -0.000214584
internal_weight=0 0.00898151 0.00786271 0.00581198 0.00421889 0.00273253 0.00205072
internal_count=3910 3606 3384 2946 2365 1405 438
is_linear=0
shrinkage=0.00196078


Tree=8512
num_leaves=8
num_cat=0
split_feature=11 3 47 1 15 13 3
split_gain=2.60385e-05 2.55726e-05 3.12623e-05 3.17234e-05 2.79122e-05 3.58247e-05 5.57951e-06
threshold=1.0000000180025095e-35 -0.10628499999999998 0.087850000000000025 0.091845000000000024 -0.0039399999999999991 -0.084084999999999979 0.045635000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00030340567936838877 -0.00030652629586715602 -0.00027943724420968064 -0.00032251808417099579 0.00026664510825928791 -0.0001949733213941247 0.00027036443861579802 -0.00011808300330337353
leaf_weight=0.001118104339518775 0.0010072276885979515 0.0012756086308488455 0.0010382761326516929 0.0019146663800429257 0.0010985095159426912 0.0015109705005348147 0.0010150603810351669
leaf_count=222 304 939 330 798 302 907 108
internal_value=0 2.59644e-05 -1.35371e-05 6.00743e-05 -4.17288e-05 7.44718e-05 -0.000221456
internal_weight=0 0.0089712 0.00785309 0.00579976 0.00388509 0.00260948 0.00205334
internal_count=3910 3606 3384 2946 2148 1209 438
is_linear=0
shrinkage=0.00196078


Tree=8513
num_leaves=7
num_cat=0
split_feature=1 47 4 12 0 4
split_gain=9.84659e-06 2.20988e-05 2.30494e-05 3.35339e-05 3.22561e-05 2.37431e-05
threshold=0.12864500000000004 0.09252500000000001 0.0057500000000000008 1.0000000180025095e-35 -0.084304999999999977 -0.34687499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.014803880596974484 0.0088950025806197892 -0.012990460479555238 0.020645909173361787 -0.0030346381411363501 -0.007330705632915737 0.010822498960685573
leaf_weight=0.0015587816811402509 0.0010842150075590423 0.0013405234464259792 0.0012131027341565957 0.0011793683949261724 0.0012668740416859454 0.0016705859125983108
leaf_count=1047 331 343 265 417 240 1267
internal_value=0 -0.0012432 0.00104279 0.00897259 -0.00317669 0.00299335
internal_weight=0 0.00822924 0.00688871 0.00239247 0.00449624 0.00293746
internal_count=3910 3579 3236 682 2554 1507
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=9
num_cat=0
split_feature=50 15 47 3 12 13 43 1
split_gain=3.51809e-05 3.11182e-05 4.51351e-05 3.30922e-05 5.0184e-05 7.81312e-05 3.99484e-05 4.99253e-05
threshold=0.086465000000000014 -0.15202999999999997 0.096175000000000024 0.10420500000000001 0.086935000000000012 -0.016579999999999998 -0.042649999999999993 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.0003530511659718251 -0.00034400822423147549 0.00045121670335869556 -0.00034773073244518353 0.00032416892671480641 -0.00061610054593781998 0.00013349316399161702 0.00027987616690317306 -0.0002790442730552602
leaf_weight=0.0010400893953329922 0.0010574985346922363 0.0010537269127794289 0.0012650439105885486 0.0014016789053390884 0.0010920653442027741 0.0010472883982450927 0.0012050988485089375 0.001253623852779552
leaf_count=413 715 480 235 176 751 579 416 145
internal_value=0 3.32951e-05 -6.68496e-06 5.44817e-05 -1.24023e-05 -0.000249148 0.000131794 -5.09944e-06
internal_weight=0 0.00935862 0.00831853 0.00705348 0.0056518 0.00213935 0.00351245 0.00245872
internal_count=3910 3195 2782 2547 2371 1330 1041 561
is_linear=0
shrinkage=0.00196078


Tree=8515
num_leaves=9
num_cat=0
split_feature=50 484 133 0 2 16 2 1
split_gain=1.95213e-05 2.4426e-05 3.88123e-05 5.39203e-05 5.04146e-05 4.78265e-05 3.91345e-05 1.49229e-05
threshold=0.084340000000000012 0.084225000000000008 0.090085000000000012 -0.017269999999999997 0.075670000000000015 -0.014099999999999998 0.11203000000000002 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00031224234831190168 -0.00025860806871840045 0.0003146153270206345 -0.00033649579588981089 0.00045834026187195788 -4.3746997058266737e-05 0.00045904920438143203 -0.00034859811511303644 0.00029341269110792957
leaf_weight=0.0016836486201827249 0.001030915149936285 0.001003300470769985 0.0011906537492178586 0.0010390869504947444 0.0010077976254095956 0.001018590364735567 0.0010039594320147556 0.0010110424620650704
leaf_count=435 731 417 553 275 746 424 225 104
internal_value=0 2.63139e-05 -1.00483e-05 4.74146e-05 -2.71679e-05 9.15946e-05 -3.22264e-05 0.000125104
internal_weight=0 0.00895808 0.00795478 0.00676413 0.00572504 0.00404139 0.0030228 0.00201884
internal_count=3910 3179 2762 2209 1934 1499 1075 850
is_linear=0
shrinkage=0.00196078


Tree=8516
num_leaves=7
num_cat=0
split_feature=49 15 42 2 16 15
split_gain=9.1384e-06 2.64167e-05 3.11231e-05 4.96666e-05 2.29977e-05 3.81683e-05
threshold=-0.081274999999999986 0.085285000000000014 0.084100000000000022 0.113945 0.15737500000000001 -0.092459999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0078835775378671407 0.0032463248286867031 -0.015751113648840142 -0.010817663584754052 -0.014426199610987185 -0.0030280669263160658 0.02529165171483835
leaf_weight=0.0012530696883522709 0.0016170273526835478 0.0010930035207759219 0.0016966174664390992 0.0010760506174249647 0.0010685593461884995 0.0015269969957233632
leaf_count=319 364 1102 996 309 227 593
internal_value=0 -0.00129468 0.000967359 0.00474805 0.00964586 0.0139534
internal_weight=0 0.00807826 0.00698525 0.00528863 0.00421258 0.00314402
internal_count=3910 3591 2489 1493 1184 957
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=9
num_cat=0
split_feature=50 15 4 12 2 4 0 15
split_gain=1.5889e-05 2.57959e-05 3.94734e-05 3.60058e-05 3.77108e-05 3.74208e-05 2.82951e-05 5.83949e-05
threshold=0.086465000000000014 -0.14868999999999996 0.22584000000000001 0.097510000000000013 0.091525000000000009 -0.026614999999999996 -0.13027499999999997 -0.016339999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00031493730937973542 -0.00024110415264098645 0.00024428840080272109 -0.00036014023552619463 -0.00027921850887178279 5.8149210821790928e-05 0.00057454258790851467 0.00017892497154066536 -0.00042845974453640709
leaf_weight=0.0010066877056694084 0.0010020720446992483 0.0010555711801881894 0.0011157025739518839 0.0011456911030803679 0.0011262720950793793 0.0010356281700030221 0.0011591943860740791 0.001281162438352718
leaf_count=428 715 116 224 420 352 317 399 939
internal_value=0 1.92906e-05 -1.82918e-05 3.77675e-05 0.000101956 0.00030552 -2.3929e-05 -0.000139946
internal_weight=0 0.00892591 0.00791922 0.00680352 0.00565783 0.0021619 0.00349593 0.00244036
internal_count=3910 3195 2767 2543 2123 669 1454 1338
is_linear=0
shrinkage=0.00196078


Tree=8518
num_leaves=8
num_cat=0
split_feature=11 3 3 43 160 3 0
split_gain=2.49742e-05 3.07517e-05 2.2293e-05 4.14799e-05 3.18094e-05 4.73148e-05 1.13999e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.076734999999999984 -0.057994999999999998 -0.025614999999999995 0.094625000000000015 -0.16443499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
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leaf_weight=0.0011116994192753851 0.0010005405847834286 0.0017918056658985 0.0012904462891554763 0.0010955040486672245 0.0014094222366239409 0.0010979974063710374 0.0010987238472136463
leaf_count=222 304 1848 557 271 401 124 183
internal_value=0 2.58286e-05 -1.77398e-05 3.96417e-05 -4.58265e-05 -0.00013472 4.51841e-05
internal_weight=0 0.0088956 0.0077839 0.00599209 0.00470165 0.00360614 0.00219672
internal_count=3910 3606 3384 1536 979 708 307
is_linear=0
shrinkage=0.00196078


Tree=8519
num_leaves=9
num_cat=0
split_feature=50 15 16 160 16 0 2 3
split_gain=2.49235e-05 3.35876e-05 4.76102e-05 4.39032e-05 3.98193e-05 3.78031e-05 4.82317e-05 0.000142677
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.026849999999999995 -0.09601999999999998 -0.017269999999999997 0.089710000000000012 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00035943324430424804 -0.00029758966852053354 -0.00037871159379520311 0.00036747717503735809 0.0003065247593874104 0.00010526265729975122 0.0001682636229228834 0.0001032158876537179 -0.00091010331458866696
leaf_weight=0.0010224592155845995 0.0010276488716175767 0.0011976501908537076 0.0013133177558398833 0.0010902260686400976 0.0010737357790086435 0.0013298009464288501 0.001130851657302982 0.0010547158080017199
leaf_count=413 715 284 620 181 733 212 613 139
internal_value=0 2.4351e-05 -1.74799e-05 4.43893e-05 -3.03233e-05 -0.000110348 -0.000224022 -0.000397884
internal_weight=0 0.00921276 0.0081903 0.00699265 0.00567933 0.0045891 0.0032593 0.00212845
internal_count=3910 3195 2782 2498 1878 1697 1485 872
is_linear=0
shrinkage=0.00196078


Tree=8520
num_leaves=8
num_cat=0
split_feature=1 52 0 0 16 151 2
split_gain=9.5862e-06 1.99337e-05 4.04038e-05 4.64888e-05 4.27988e-05 3.79789e-05 3.93327e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 -0.10071499999999999 0.15737500000000001 -0.0088999999999999982 0.091525000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.0153165748133899 0.0087396948497322144 -0.014387990166212167 0.024334079113884299 -0.022048814142856369 -0.0018888251817464929 -0.0030914782493025351 0.022096882602564583
leaf_weight=0.001032689464404133 0.0010906631089580574 0.001011211142023097 0.0012165337762322661 0.0011764689213962978 0.0012744124580975802 0.0014863053277479217 0.0010635628319873652
leaf_count=193 331 580 520 1465 421 177 223
internal_value=0 -0.00123513 0.000599398 -0.0048015 0.010918 0.00086231 0.00741471
internal_weight=0 0.00826118 0.00724997 0.00475903 0.00249095 0.00358256 0.00254987
internal_count=3910 3579 2999 2058 941 593 400
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=8
num_cat=0
split_feature=11 3 1 13 15 3 47
split_gain=2.64044e-05 2.66797e-05 2.46426e-05 7.10581e-05 6.03195e-05 5.25733e-05 4.81713e-05
threshold=0.076265000000000013 -0.10628499999999998 0.08844500000000001 -0.0024749999999999993 -1.0000000180025095e-35 -0.060719999999999989 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.00031114650250488497 -0.00030303508572231065 -0.00050526030189361438 0.000417049481928596 9.4862212777321289e-05 -0.00028418179235721114 0.00031631583608180216 -0.00042064434313747668
leaf_weight=0.0011479469729548273 0.0010062714929012272 0.0011302071235019589 0.0016114106416752877 0.0019100916583879458 0.0010098106541198471 0.0012598769287061177 0.0010972618628240908
leaf_count=235 291 1012 865 317 937 144 109
internal_value=0 3.15664e-05 -8.45816e-06 8.48011e-05 -0.000135151 4.91474e-05 -9.32253e-05
internal_weight=0 0.00916661 0.00801866 0.00461876 0.00339989 0.00226969 0.00300735
internal_count=3910 3619 3384 1291 2093 1081 426
is_linear=0
shrinkage=0.00196078


Tree=8522
num_leaves=9
num_cat=0
split_feature=4 0 2 12 2 1 3 2
split_gain=3.36434e-05 6.67417e-05 2.79831e-05 4.4592e-05 4.07815e-05 5.39621e-05 8.54419e-05 2.4495e-05
threshold=-0.48072499999999996 -0.017269999999999997 0.081615000000000007 0.088325000000000015 0.087005000000000013 0.078340000000000007 0.088060000000000013 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -8
right_child=1 -3 4 -5 5 6 7 -9
leaf_value=-0.000348272395123583 -0.00045755007669141199 0.00047100041549075813 0.00038935404644469218 6.6077073935471065e-05 -0.00035447197859693073 0.00056910978992098598 -0.00030168251092082339 0.00011293588606411999
leaf_weight=0.0010015639572384183 0.0012967265794640163 0.0011558361898216405 0.0010663144784621662 0.0012075572376182618 0.001419977967203763 0.0010339097396728689 0.0012087210925349548 0.0010019184821368366
leaf_count=208 341 252 643 549 1294 310 126 187
internal_value=0 2.9775e-05 -3.21529e-05 -0.000205059 4.34041e-05 -3.56803e-05 0.000103839 -0.000113767
internal_weight=0 0.00939096 0.00823513 0.00250428 0.00573084 0.00466453 0.00324455 0.00221064
internal_count=3910 3702 3450 890 2560 1917 623 313
is_linear=0
shrinkage=0.00196078


Tree=8523
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 43
split_gain=8.86712e-06 2.34727e-05 2.6741e-05 3.64573e-05 3.93486e-05 6.31852e-05 3.44582e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10498500000000001 -0.073139999999999983 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.011181961128843662 -0.0089500333652126167 -0.011465471424253207 0.023894258792105841 -0.0090831245422591019 0.027235508466447907 -0.013828320889565347 0.010208283139736622
leaf_weight=0.00133065383437906 0.001003881600936638 0.0010440007681380998 0.0012041401276788356 0.0012801747372837907 0.0010289545935797603 0.0014649184899408645 0.0010059749823827489
leaf_count=862 755 478 402 219 453 547 194
internal_value=0 0.000996646 0.00330244 0.00587886 0.00995072 0.00511123 -0.0040423
internal_weight=0 0.00835882 0.00702816 0.00598416 0.00470399 0.00367503 0.00247089
internal_count=3910 3155 2293 1815 1596 1143 741
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=7
num_cat=0
split_feature=1 4 1 2 0 15
split_gain=9.03884e-06 2.82594e-05 2.13469e-05 3.40895e-05 3.511e-05 1.44618e-05
threshold=0.085990000000000011 -0.15333499999999997 0.092550000000000007 0.11542500000000001 -0.066689999999999985 0.084955000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.0066469860325592493 0.013452293969076488 -0.017960567920320632 -0.015474759600418837 0.012410591141160299 0.007686318715934783 -0.0020004728124960211
leaf_weight=0.0015517703393925679 0.0013519866026399756 0.0012693295217888999 0.0018210587519421498 0.001297565028569406 0.0010217203301515364 0.0010271756149230612
leaf_count=166 415 1278 547 397 342 765
internal_value=0 -0.00377783 0.0025424 -0.00102012 -0.00715046 -0.010822
internal_weight=0 0.00384828 0.00549233 0.00414034 0.00284278 0.00229651
internal_count=3910 2209 1701 1286 889 2043
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 3 4
split_gain=3.89603e-05 3.21926e-05 8.43868e-05 2.87069e-05 3.21129e-05 2.62757e-05 4.13965e-05 2.2992e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.088669999999999985 -0.078884999999999997 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.00023615034401254034 -0.00036965281823550717 -0.00011693612264261078 0.0005610497010856986 0.00025278245090809293 -0.00041726896743902965 -0.00041187261189234352 0.00026317236795426102 -0.00014106628455397879
leaf_weight=0.0010896041157502892 0.0010214951069287747 0.0014711855493408645 0.0013567224898127634 0.0010606200852527935 0.001000077101481288 0.0011699744488453318 0.0010044013459892273 0.0011723776198954564
leaf_count=327 291 115 591 421 230 1220 420 295
internal_value=0 3.37092e-05 0.000208336 -4.22988e-05 -9.98676e-05 -2.83165e-05 -0.000114419 4.5456e-05
internal_weight=0 0.00932496 0.00282791 0.00649705 0.00543643 0.00443636 0.00334675 0.00217678
internal_count=3910 3619 706 2913 2492 2262 1935 715
is_linear=0
shrinkage=0.00196078


Tree=8526
num_leaves=8
num_cat=0
split_feature=51 457 42 13 47 0 0
split_gain=8.82119e-06 2.28597e-05 3.27772e-05 2.6142e-05 3.98715e-05 7.11408e-05 1.56187e-05
threshold=0.08955500000000001 0.082870000000000013 -0.082904999999999993 -0.090744999999999978 0.09252500000000001 -0.090939999999999979 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.014278774962099935 -0.0080826864089921097 0.014784398754126899 -0.0038435195177331585 0.015358239797023577 -0.026030731684448666 -0.016927297685966857 0.013294257299099147
leaf_weight=0.0011801202180656643 0.0011953364724732645 0.0010638962780878869 0.0010436768696796953 0.0012145962485237301 0.0010052709366428431 0.0015579195478216065 0.0010842351226884278
leaf_count=486 487 276 240 345 240 1591 245
internal_value=0 0.00111626 -0.000935935 -0.00397625 -0.0089696 -0.0027835 0.00488869
internal_weight=0 0.00814972 0.00708582 0.0059057 0.00377779 0.00277252 0.00212791
internal_count=3910 3423 3147 2661 2176 1936 485
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=8
num_cat=0
split_feature=11 3 49 48 52 15 1
split_gain=2.72036e-05 2.35526e-05 1.89238e-05 4.25093e-05 1.75504e-05 5.66587e-05 3.40344e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.0019649999999999997 0.087770000000000015 0.091715000000000005 -0.017214999999999998 0.11097000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.00029301136274773276 -0.00031380688454801071 -0.00041738321641510476 0.0001346131229650241 0.00011572604705181014 -0.00013262597121628658 0.00035953983377776523 -0.0003658380450804112
leaf_weight=0.0011188719953258196 0.0010017978148499718 0.0011929277659975188 0.0010882912783118138 0.0011102697782410763 0.0014630907665602808 0.0019393285573336269 0.0010048806765769215
leaf_count=222 304 472 691 228 712 999 282
internal_value=0 2.6971e-05 -1.11971e-05 -0.000160395 5.13315e-05 0.000118076 -0.000105641
internal_weight=0 0.00891766 0.00779879 0.0023032 0.00549559 0.0040325 0.00209317
internal_count=3910 3606 3384 700 2684 1972 973
is_linear=0
shrinkage=0.00196078


Tree=8528
num_leaves=7
num_cat=0
split_feature=47 0 0 1 12 43
split_gain=1.15377e-05 1.65369e-05 2.70766e-05 4.4989e-05 5.3775e-05 2.15927e-05
threshold=0.09550500000000002 -0.23029999999999998 -0.15007499999999999 0.095575000000000007 0.088285000000000016 -0.0031199999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.010119209693816278 0.0070779078637291677 -0.018446905316696974 -0.018233090955509283 0.015101140090319185 0.014658623310409867 -0.0051241243181980017
leaf_weight=0.0010090263832976407 0.0018221328361511541 0.0010379131934251037 0.0019201754556966567 0.0013387351514322805 0.0010906578547360366 0.0011166041474758913
leaf_count=110 389 197 1195 760 843 416
internal_value=0 -0.00179208 -0.00363997 -0.000828438 -0.0059952 0.00465098
internal_weight=0 0.00751311 0.00650409 0.00546617 0.00412744 0.00220726
internal_count=3910 3521 3411 3214 2454 1259
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=7
num_cat=0
split_feature=47 0 2 3 13 16
split_gain=9.35499e-06 1.34176e-05 2.22404e-05 3.87231e-05 3.1213e-05 1.6844e-05
threshold=0.09550500000000002 -0.23029999999999998 0.11260500000000001 -0.018854999999999997 0.0024700000000000004 -0.088144999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0091166556415530186 0.0063733185542661141 0.016719599085659117 0.0082860480585730863 -0.017453324917204752 -0.013144691007804297 -0.0010945585996109078
leaf_weight=0.0010080451214589089 0.0018212664319118962 0.0010302317834775918 0.0013227001636528946 0.0019308859213703795 0.0011105947948057788 0.0010948489111149554
leaf_count=110 389 526 549 431 491 1414
internal_value=0 -0.00161687 -0.00328422 -0.00624634 0.00044141 0.00754168
internal_weight=0 0.00749731 0.00648926 0.00516656 0.00323568 0.00212508
internal_count=3910 3521 3411 2862 2431 1940
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=8
num_cat=0
split_feature=51 484 150 15 43 16 15
split_gain=9.46514e-06 2.30385e-05 2.64606e-05 2.50508e-05 4.23716e-05 3.51729e-05 2.42233e-05
threshold=0.08955500000000001 0.073820000000000011 0.084800000000000014 -0.017214999999999998 -0.083899999999999988 -0.088144999999999987 -0.106555
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00053313746350007506 -0.0083711818051769651 0.015167147308907506 0.013699209892548648 0.017780054206620082 0.0072825541276117763 -0.01797511207617775 -0.019666793975228775
leaf_weight=0.0012473459624318195 0.0011919080958404079 0.0010273519068770371 0.0010617855444920877 0.0011599730910887341 0.0010625229457090536 0.0011460057826048989 0.0014091618982735475
leaf_count=462 487 456 271 372 332 908 622
internal_value=0 0.00117222 -0.000856579 -0.00342174 0.00230449 -0.00582365 -0.0106827
internal_weight=0 0.00811415 0.0070868 0.00602501 0.0033685 0.00220853 0.00265651
internal_count=3910 3423 2967 2696 1612 1240 1084
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=9
num_cat=0
split_feature=4 0 2 3 2 1 3 15
split_gain=6.5846e-05 5.45796e-05 3.40313e-05 4.6573e-05 3.94683e-05 5.89063e-05 9.42239e-05 2.51239e-05
threshold=-0.48072499999999996 -0.017269999999999997 1.0000000180025095e-35 -0.074234999999999982 0.087005000000000013 0.078340000000000007 0.088060000000000013 -0.092459999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -8
right_child=1 -3 4 -5 5 6 7 -9
leaf_value=-0.00049015346243789083 6.1790970625892651e-05 0.00042574148980667215 0.00035734899908076512 -0.00049788546038187259 -0.0003566615956067624 0.00059597486317687057 -0.00030215988385951979 0.00011349513616031685
leaf_weight=0.0010043198929336203 0.001124434513409738 0.0012159187291815874 0.0013234309019018861 0.0011627503632477406 0.0014400869559584892 0.001073809777260599 0.0012094541890579143 0.0010397132382776193
leaf_count=208 545 252 703 285 1294 310 142 171
internal_value=0 3.7546e-05 -1.88228e-05 -0.000222735 5.78035e-05 -2.54261e-05 0.000118122 -0.000110017
internal_weight=0 0.0095896 0.00837368 0.00228718 0.0060865 0.00476306 0.00332298 0.00224917
internal_count=3910 3702 3450 830 2620 1917 623 313
is_linear=0
shrinkage=0.00196078


Tree=8532
num_leaves=8
num_cat=0
split_feature=11 39 13 0 16 51 15
split_gain=2.87208e-05 2.48911e-05 6.6672e-05 6.03504e-05 4.9864e-05 4.79422e-05 3.79957e-05
threshold=0.076265000000000013 0.005105000000000001 -0.10939499999999998 -0.053834999999999994 -0.27337499999999998 -0.0084849999999999978 -0.074174999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00039373769841644627 -0.00031667368457299715 0.00029633688211128345 -0.00036190694337350225 -0.0004940540951009053 0.00046640244840985952 0.00018233186609303167 -0.00023365064496646333
leaf_weight=0.001330666158320868 0.001008248699465141 0.0011916296103520489 0.0011690380922869835 0.0011572553400285308 0.0010194133421212561 0.0017467392861382613 0.001633824270837721
leaf_count=230 291 445 213 330 529 496 1376
internal_value=0 3.18348e-05 -7.28531e-06 -8.66202e-05 -1.95438e-06 9.36821e-05 -1.87122e-05
internal_weight=0 0.00924857 0.00805694 0.00672627 0.00556901 0.00439998 0.00338056
internal_count=3910 3619 3174 2944 2614 2401 1872
is_linear=0
shrinkage=0.00196078


Tree=8533
num_leaves=6
num_cat=0
split_feature=47 42 43 151 2
split_gain=9.9103e-06 1.29004e-05 2.21614e-05 2.63198e-05 5.91116e-05
threshold=0.09550500000000002 -1.0000000180025095e-35 -0.077544999999999989 -0.0074049999999999993 0.099990000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.011571820922340686 0.0065531473878795684 0.0097573653835425003 0.010575706985791631 -0.019959863371656027 0.0055761025940085892
leaf_weight=0.0011183129306421204 0.0018245898209387932 0.0017242195745832195 0.0010324053059619395 0.0018609047676056778 0.001767504236653054
leaf_count=984 389 908 205 961 463
internal_value=0 -0.00166409 7.12035e-05 -0.00351209 -0.00752055
internal_weight=0 0.00750335 0.00638503 0.00466081 0.00362841
internal_count=3910 3521 2537 1629 1424
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=8
num_cat=0
split_feature=11 3 49 48 15 3 3
split_gain=3.61488e-05 2.96017e-05 3.30011e-05 3.90558e-05 3.27167e-05 5.22231e-05 4.77014e-05
threshold=0.076265000000000013 -0.10628499999999998 -0.0019649999999999997 0.087770000000000015 -0.017214999999999998 -0.060719999999999989 0.10223
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.0003251038892564129 -0.00035704209383036526 -0.00045034986380218197 0.00013316678617168888 5.5334717812006973e-05 -0.00011097730985269476 0.00043515408137154361 -0.00038179495537005647
leaf_weight=0.001162228937648461 0.0010165158017517309 0.0012107331503205848 0.0016982482504605545 0.0011401827576457209 0.0011078626523882576 0.0017156791250853814 0.0011666878536482801
leaf_count=235 291 472 1070 228 1197 229 188
internal_value=0 3.26068e-05 -9.67858e-06 -0.000205095 7.10826e-05 0.000220871 -7.65411e-05
internal_weight=0 0.00920162 0.00803939 0.00235092 0.00568848 0.00282354 0.00286494
internal_count=3910 3619 3384 700 2684 1426 1258
is_linear=0
shrinkage=0.00196078


Tree=8535
num_leaves=9
num_cat=0
split_feature=50 156 133 160 12 15 47 12
split_gain=3.28666e-05 3.88047e-05 2.7884e-05 6.81309e-05 4.85797e-05 3.71552e-05 6.2407e-05 5.79937e-05
threshold=0.086465000000000014 0.083820000000000019 0.090085000000000012 0.087825000000000014 -0.0089849999999999982 0.035895000000000003 0.09252500000000001 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0001751561102291193 -0.00033575808781684843 -0.00032713861359764891 -0.00018888498545907226 -0.00030535993428628289 0.000919712550009429 1.9296689826443522e-05 5.5170798710671212e-05 0.00028279155529300581
leaf_weight=0.0010175533224831427 0.0010272904927337923 0.0010187042275112248 0.0012686931336947198 0.001166266439139807 0.0011060353046834265 0.0013389568527182169 0.0012548289142911102 0.0010925616790959419
leaf_count=320 715 525 551 282 182 776 193 366
internal_value=0 3.38975e-05 7.85056e-05 0.000127133 0.00021395 0.000296568 0.000404072 0.000603204
internal_weight=0 0.0092636 0.0082449 0.0069762 0.00580994 0.00479238 0.00345343 0.0021986
internal_count=3910 3195 2670 2119 1837 1517 741 548
is_linear=0
shrinkage=0.00196078


Tree=8536
num_leaves=7
num_cat=0
split_feature=43 43 12 3 2 4
split_gain=1.05538e-05 2.74191e-05 2.43912e-05 3.38581e-05 2.10474e-05 3.56436e-05
threshold=-0.093039999999999984 -0.074254999999999988 0.089995000000000006 -0.018854999999999997 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.007002565166413191 0.01428947841626383 0.016464849649883036 -0.012726581826286686 -0.0091535886858194384 -0.012786911018216008 0.016264008762081488
leaf_weight=0.0017733867536961091 0.0013844679530487219 0.0012282703288608804 0.0014307720163525411 0.001138519776787065 0.0013226428029814142 0.0010704279619123671
leaf_count=602 954 781 922 222 266 163
internal_value=0 0.00156739 -0.00127776 0.00216365 -0.00281024 0.00316346
internal_weight=0 0.0075751 0.00619063 0.00475986 0.00353159 0.00220895
internal_count=3910 3308 2354 1432 651 385
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=7
num_cat=0
split_feature=13 48 0 2 0 15
split_gain=1.12581e-05 3.24143e-05 3.66898e-05 2.87263e-05 3.07307e-05 2.83471e-05
threshold=-0.26418499999999995 0.11119000000000002 -0.17106499999999999 0.087005000000000013 -0.082194999999999976 -0.016339999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.0093969330756371473 0.015962193410644383 -0.018142965454277748 0.013330899354719964 -0.021878411168980792 -0.00085869353370588005 -0.0061492372465294168
leaf_weight=0.0011108420683366175 0.0013378857077936254 0.0010062192662993784 0.0016361639535618366 0.0011856218467282658 0.0016826413182700524 0.0013745885772220579
leaf_count=196 181 187 546 783 991 1026
internal_value=0 -0.00132866 0.00101568 -0.00238569 -0.00954738 0.00443705
internal_weight=0 0.00822312 0.0072169 0.00587902 0.00286826 0.00301075
internal_count=3910 3714 3527 3346 1774 1572
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=9
num_cat=0
split_feature=11 52 49 47 2 4 2 4
split_gain=2.71188e-05 2.52171e-05 2.94983e-05 3.37199e-05 3.07065e-05 6.63386e-05 2.10851e-05 2.04942e-05
threshold=0.076265000000000013 -0.081429999999999989 -0.006494999999999999 0.09550500000000002 0.11085000000000002 -0.08422499999999998 0.089910000000000004 -0.026614999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=3.3847908530211678e-05 -0.00030928117526679149 -0.00025300474551147615 -0.00052295819591072646 0.00034886919393363106 0.00024727839698983909 0.00027078249769373861 0.00041078780331532113 -0.00011570541120592023
leaf_weight=0.0012663619272636258 0.0010329968523248309 0.0017547933842896974 0.0011073697691686073 0.0010835631199739848 0.0010843892184966403 0.0010127831375450504 0.0010383762994440032 0.001100868939948526
leaf_count=414 291 452 403 213 306 802 432 597
internal_value=0 2.53344e-05 -3.2202e-05 3.96972e-05 -3.81136e-05 -0.000134194 0.000203674 6.94852e-05
internal_weight=0 0.00944851 0.00714377 0.00538897 0.00430541 0.00322102 0.00230474 0.00211365
internal_count=3910 3619 2773 2321 2108 1802 846 1399
is_linear=0
shrinkage=0.00196078


Tree=8539
num_leaves=8
num_cat=0
split_feature=50 160 42 3 52 13 2
split_gain=1.64485e-05 2.67613e-05 2.71889e-05 2.74666e-05 3.35338e-05 9.22528e-05 4.41668e-05
threshold=0.086465000000000014 -0.081669999999999979 -1.0000000180025095e-35 -0.11266 0.090640000000000012 -0.083514999999999992 0.096325000000000008
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=0.00029220403406921344 -0.00024428234185192764 -0.00028208440860174412 0.00028874610372854321 0.00053185373110240517 -0.00033430161575640041 5.3135003099210117e-05 -0.00043955593052637292
leaf_weight=0.0012056017142569641 0.0010036924297211454 0.0012871670044661094 0.0012679191253616518 0.0011098331191614005 0.0011164090672672062 0.0018825149793537201 0.0011131821990513165
leaf_count=557 715 804 257 533 267 447 330
internal_value=0 2.03806e-05 -2.17577e-05 2.98743e-05 -3.29814e-05 4.8956e-05 -0.000129946
internal_weight=0 0.00898263 0.00777703 0.00648986 0.00522194 0.00410553 0.0029957
internal_count=3910 3195 2638 1834 1577 1310 777
is_linear=0
shrinkage=0.00196078


Tree=8540
num_leaves=8
num_cat=0
split_feature=11 48 0 42 0 1 13
split_gain=4.69092e-05 3.35319e-05 0.000122196 3.85842e-05 4.25049e-05 6.07249e-05 2.58263e-05
threshold=0.076265000000000013 0.016865000000000002 -0.18901999999999997 0.084100000000000022 -0.017269999999999997 0.092550000000000007 -0.071149999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00019384203702254741 -0.00040404553445165406 -0.00018059805299524263 0.00064045964330808509 -0.0004865184885679795 0.00036844759171156033 -0.00034073399615114494 -4.536130895440833e-05
leaf_weight=0.0017430830449447013 0.001033960680915171 0.0014423036093440776 0.0013484436861243331 0.0010127227149711172 0.001247951267997629 0.0015376699344340067 0.0010281724411046228
leaf_count=996 291 115 591 1044 182 311 380
internal_value=0 3.60617e-05 0.000216124 -4.04281e-05 6.0448e-05 -5.67107e-05 -0.00026427
internal_weight=0 0.00936035 0.00279075 0.0065696 0.0045287 0.00328075 0.0020409
internal_count=3910 3619 706 2913 1489 1307 1424
is_linear=0
shrinkage=0.00196078


Tree=8541
num_leaves=9
num_cat=0
split_feature=11 160 13 15 42 15 15 3
split_gain=5.15214e-05 4.19562e-05 4.58658e-05 4.30715e-05 7.81319e-05 4.06348e-05 7.14854e-05 7.40008e-05
threshold=0.077330000000000024 0.098455000000000015 -0.010739999999999998 -0.053579999999999996 0.084100000000000022 0.035895000000000003 -0.017214999999999998 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4
right_child=-2 -3 5 4 -6 -7 -8 -9
leaf_value=0.00056036423342867194 -0.00042929735325198065 -0.00033143907887660484 0.00018293132360728282 0.00041312726608374711 -0.00029804297368332715 -0.00035327411109856849 0.0004747923318482954 -0.00048998177746386803
leaf_weight=0.0011698308624954728 0.0010066241836212105 0.0010551095456118849 0.0013957736347224373 0.0013572594236087707 0.0010560784960504564 0.0012037537094450653 0.0011195442318795955 0.0011427166245858711
leaf_count=828 279 310 446 374 869 502 167 135
internal_value=0 3.7211e-05 8.327e-05 0.000251592 0.000101919 -4.07841e-05 6.20474e-05 -0.000119985
internal_weight=0 0.00950007 0.00844496 0.00358317 0.00241334 0.00486179 0.00365803 0.00253849
internal_count=3910 3631 3321 2071 1243 1250 748 581
is_linear=0
shrinkage=0.00196078


Tree=8542
num_leaves=7
num_cat=0
split_feature=160 133 43 43 4 15
split_gain=9.5938e-06 2.72576e-05 3.20556e-05 3.91153e-05 2.40464e-05 5.10534e-05
threshold=0.087825000000000014 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 -0.078484999999999985 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0011463223955837103 -0.0077598282256113333 -0.012920629375544269 -0.01257503391723969 0.027295188180392973 -0.01081025409618866 0.014550377831317345
leaf_weight=0.0012328875346674308 0.0013835420096784375 0.0011594368404406882 0.0013204289498133823 0.0010672712020193989 0.0014120789026960342 0.0018128904356102228
leaf_count=247 427 829 698 723 347 639
internal_value=0 0.00125832 0.00365982 0.0132794 -0.00120806 0.00344602
internal_weight=0 0.00800499 0.00684556 0.00230016 0.0045454 0.00322497
internal_count=3910 3483 2654 970 1684 986
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=7
num_cat=0
split_feature=13 39 2 133 2 15
split_gain=1.08311e-05 2.76717e-05 3.05275e-05 2.45689e-05 4.05706e-05 2.43462e-05
threshold=-0.26418499999999995 1.0000000180025095e-35 0.11230000000000001 1.0000000180025095e-35 0.089910000000000004 -0.064869999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0091813955461504549 -0.013575015987188613 0.014173583598405615 -0.015922994784117836 -0.013684427516647177 0.015948660275717338 0.0044711650712885341
leaf_weight=0.0011164815281371797 0.0013730166978227446 0.0010122956583367418 0.0015493112462945571 0.0010778415068100154 0.0016010131745904754 0.0016411804755015176
leaf_count=196 335 431 398 1086 548 916
internal_value=0 -0.00131298 -0.0034776 -9.07007e-05 0.00308399 -0.00374917
internal_weight=0 0.00825466 0.00724236 0.00569305 0.00461521 0.0030142
internal_count=3910 3714 3283 2885 1799 1251
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=8
num_cat=0
split_feature=2 52 3 160 12 42 0
split_gain=2.70361e-05 5.68909e-05 6.36722e-05 4.019e-05 3.79082e-05 6.74146e-05 2.75927e-05
threshold=0.10274500000000002 0.10433000000000002 0.12046500000000002 0.086110000000000006 0.093125000000000013 0.084100000000000022 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.00023503548171417354 0.00023093293453299319 0.00051193313798827316 -0.0003902163715402978 -0.00043032081938096741 0.00026340637955582535 -0.00052839305043378198 -0.00013704973429242792
leaf_weight=0.0014832095837187698 0.0015578883024585084 0.0010832887968464187 0.0010704345743508196 0.0010341557944533253 0.0014491364607206025 0.0010718922460175545 0.0015851660809239239
leaf_count=194 616 220 175 325 636 937 807
internal_value=0 0.000133807 -2.2042e-05 -7.52355e-05 -9.53739e-06 -0.000105071 4.2811e-05
internal_weight=0 0.00371161 0.00262832 0.00662356 0.0055894 0.00414027 0.00306838
internal_count=3910 1011 791 2899 2574 1938 1001
is_linear=0
shrinkage=0.00196078


Tree=8545
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=1.02912e-05 1.81572e-05 2.45655e-05 6.21871e-05 3.01493e-05 5.96195e-05
threshold=0.28937500000000005 0.092145000000000019 -0.0019649999999999997 0.079515000000000016 -0.10071499999999999 0.086635000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.025976446405860876 0.0085385881374357622 -0.012447305817305404 0.015341282036447452 0.0081710381224787583 -0.014500265871192226 0.013368315285746529
leaf_weight=0.0010270637593393272 0.0012130518120642133 0.001245538915008752 0.0017004197366926261 0.0011093627262383561 0.0016144880513837016 0.0014634876112285292
leaf_count=414 426 702 333 217 1198 620
internal_value=0 -0.00133302 0.000668948 -0.00824499 0.00465438 -0.00124957
internal_weight=0 0.00816036 0.00691482 0.00213643 0.0047784 0.00307798
internal_count=3910 3484 2782 631 2151 1818
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=8
num_cat=0
split_feature=11 3 49 48 15 3 3
split_gain=1.8883e-05 3.64363e-05 2.50182e-05 4.79213e-05 2.39767e-05 4.66273e-05 3.28307e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.0019649999999999997 0.087770000000000015 -0.017214999999999998 -0.060719999999999989 0.10223
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.0003552557700688074 -0.0002562325934993855 -0.00045947208705977724 9.9568346832007416e-05 9.8578747032935975e-05 -0.00013878010461525656 0.00038530540282480754 -0.00032946144509693551
leaf_weight=0.0011286109855937676 0.0010165573662716835 0.0012254010236552597 0.001675952682144705 0.0011438725867330157 0.0010693361323538455 0.0016750358167321325 0.0011606501385917952
leaf_count=222 304 472 1070 228 1197 229 188
internal_value=0 2.55704e-05 -2.12315e-05 -0.000190048 5.04357e-05 0.000181097 -7.59774e-05
internal_weight=0 0.00907886 0.00795025 0.00236927 0.00558097 0.00274437 0.0028366
internal_count=3910 3606 3384 700 2684 1426 1258
is_linear=0
shrinkage=0.00196078


Tree=8547
num_leaves=8
num_cat=0
split_feature=131 13 49 48 15 52 3
split_gain=8.89634e-06 1.96762e-05 2.30378e-05 2.84388e-05 5.0996e-05 4.78634e-05 2.42531e-05
threshold=0.084390000000000007 -0.26418499999999995 0.079765000000000016 0.087945000000000009 -0.041049999999999996 0.071660000000000015 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.013923352799391053 -0.0089134379957654664 0.014175029080465168 0.013293102201069976 -0.017467096597423345 -0.027803744922023577 0.0071613291282695045 -0.0060406266809968981
leaf_weight=0.0010352778822195095 0.0010107652379992638 0.0017184180337581883 0.0010006377964610728 0.0011231105318114708 0.0010016435793616532 0.0014298323234078363 0.0010476445190211793
leaf_count=160 618 397 672 315 805 728 215
internal_value=0 0.00101943 -0.000805275 -0.00303722 8.08562e-05 -0.00688058 -0.0166779
internal_weight=0 0.00835656 0.00732129 0.00632065 0.00519754 0.00347912 0.00204929
internal_count=3910 3292 3132 2460 2145 1748 1020
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=7
num_cat=0
split_feature=52 12 1 48 52 0
split_gain=9.27659e-06 2.63788e-05 3.70226e-05 5.03041e-05 2.53015e-05 4.87845e-05
threshold=0.11401500000000002 0.095000000000000015 0.11052000000000002 0.087770000000000015 0.0033900000000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0014270605403318517 0.0013032829926630371 0.0018321547830775532 0.0013315628710663498 0.0010686242116092794 0.0011828938246764413 0.0012024498637577385
leaf_count=230 647 696 398 292 645 1002
internal_value=0 0.00121979 -0.0018899 0.00214212 -0.00323264 -0.00869662
internal_weight=0 0.00804475 0.00621259 0.00488103 0.0038124 0.00262951
internal_count=3910 3263 2567 2169 1877 1232
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=7
num_cat=0
split_feature=160 133 43 43 4 15
split_gain=8.89926e-06 2.29819e-05 3.13252e-05 3.42124e-05 2.0451e-05 4.71217e-05
threshold=0.087825000000000014 0.087895000000000015 -0.06705499999999999 -0.14252999999999996 -0.078484999999999985 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0016059558564385059 -0.0074807822997398649 -0.011811629611539635 -0.011884687952720033 0.026164583192038911 -0.010753198504332193 0.01365767254322608
leaf_weight=0.0012218498045838782 0.0013723464040957438 0.0011537279620450714 0.0013122380046628806 0.0010588093563703908 0.0014104850919052119 0.0017998516569464097
leaf_count=247 427 829 698 723 347 639
internal_value=0 0.00123881 0.00345197 0.0130074 -0.0013667 0.00293258
internal_weight=0 0.00795696 0.00680323 0.00228066 0.00452257 0.00321034
internal_count=3910 3483 2654 970 1684 986
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=7
num_cat=0
split_feature=11 48 42 133 160 0
split_gain=2.55616e-05 3.64413e-05 4.77595e-05 3.24709e-05 3.08769e-05 2.48864e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.025614999999999995 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00023655056700423765 -0.00030087592265118525 0.0002820025035075346 -0.00030116555868995725 0.00033421672810153081 -0.00031820082638551219 3.0779499440168528e-05
leaf_weight=0.0012745113589726739 0.0010158295082033876 0.001747234577916726 0.00190157040370258 0.0012689325258410994 0.0014165514142495058 0.0017639232532320715
leaf_count=304 291 434 1250 598 235 798
internal_value=0 2.65842e-05 -3.194e-05 5.75008e-05 -2.13174e-05 -0.000124653
internal_weight=0 0.00937272 0.00762549 0.00572392 0.00445499 0.00318047
internal_count=3910 3619 3185 1935 1337 1033
is_linear=0
shrinkage=0.00196078


Tree=8551
num_leaves=7
num_cat=0
split_feature=131 13 15 4 4 2
split_gain=9.48458e-06 1.81301e-05 2.96893e-05 3.28447e-05 3.054e-05 2.84075e-05
threshold=0.084390000000000007 -0.09547499999999999 0.085285000000000014 0.080255000000000007 0.0057500000000000008 0.091025000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0093823919444539806 -0.0092102648302515022 -0.0078722575379648798 -0.017084427676857469 -0.010827791163422655 0.021345911491482919 0.012642894052498802
leaf_weight=0.0019937510002522932 0.0010067090155607738 0.0015549058421979311 0.0010303947197304007 0.0015413293918747489 0.0010130774199525613 0.0011927134982420613
leaf_count=428 618 810 933 394 258 469
internal_value=0 0.00106616 -0.00155219 0.00146634 0.00650512 0.00103316
internal_weight=0 0.00832617 0.00633242 0.00530203 0.0037607 0.00274762
internal_count=3910 3292 2864 1931 1537 1279
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=8
num_cat=0
split_feature=160 40 15 13 2 4 15
split_gain=1.32799e-05 2.65088e-05 3.85947e-05 3.03898e-05 4.84379e-05 5.33439e-05 1.8422e-05
threshold=0.098455000000000015 -0.064864999999999992 -0.11739999999999999 -0.094679999999999986 0.097135000000000013 -0.034289999999999994 -0.064869999999999983
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=-0.00027561631477916997 -0.00022024096564594146 -0.00023003245029666142 0.00039727175852898174 -0.00010864366939181707 -0.0002506607336126378 0.00020047325648458496 0.00055760764216730707
leaf_weight=0.0010488221603736749 0.0010061828072203934 0.0014748756523016498 0.0012411877698367546 0.0015364178020973538 0.0014356702835156328 0.0011977908541215428 0.0010352662649915734
leaf_count=340 319 463 293 1208 602 344 341
internal_value=0 1.73195e-05 5.61062e-05 0.000121573 5.58311e-05 0.000172564 0.000366044
internal_weight=0 0.00897003 0.00792121 0.00644633 0.00520515 0.00376947 0.00223306
internal_count=3910 3591 3251 2788 2495 1893 685
is_linear=0
shrinkage=0.00196078


Tree=8553
num_leaves=8
num_cat=0
split_feature=4 13 4 42 151 12 4
split_gain=1.02348e-05 1.65724e-05 2.85084e-05 3.34595e-05 1.96761e-05 2.45638e-05 2.63447e-05
threshold=0.28937500000000005 -0.014114999999999997 0.022820000000000003 0.078965000000000021 -0.0074049999999999993 0.086865000000000012 1.0000000180025095e-35
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=0.012448872537231224 0.0085304585644026699 0.014857439058170888 -0.018843403217555711 -0.012500557981416483 -0.016664029592135202 0.010895316134839962 0.003759320222271044
leaf_weight=0.0011003574563669528 0.0012115284894142408 0.0010119446650683666 0.00122638004938825 0.0010508804621403754 0.001264825009992632 0.0012031034095417426 0.0012615655677008534
leaf_count=287 426 215 385 1386 355 728 128
internal_value=0 -0.00132268 -0.00667558 0.000261067 0.00249052 -0.000865067 -0.00646553
internal_weight=0 0.00811906 0.00337762 0.00215124 0.00474144 0.00372949 0.00252639
internal_count=3910 3484 2058 1673 1426 1211 483
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=9
num_cat=0
split_feature=50 4 43 16 133 2 43 4
split_gain=3.15159e-05 4.12768e-05 2.87061e-05 5.26912e-05 4.97824e-05 2.91749e-05 5.67283e-05 3.52656e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 0.22945500000000005 0.065880000000000008 0.085805000000000006 0.013605000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -7
right_child=-2 -3 5 -5 -6 6 -8 -9
leaf_value=-0.00061760458951543962 -0.00032454409055200487 0.00038125281709110593 0.00032075432045788812 0.00019336320489915412 -3.0148329062359426e-05 -0.0004659891724266869 0.00030741128665060012 3.3000728069455652e-05
leaf_weight=0.0011365800449362915 0.0010593583177749008 0.0011437622612569245 0.0013807468779483676 0.0011031430044419433 0.001083129244854604 0.0010596904395396515 0.0013042744800979638 0.001120135839472609
leaf_count=861 715 396 218 306 696 279 336 103
internal_value=0 3.23367e-05 -1.64044e-05 -0.000156885 -0.000330949 7.95483e-05 -1.60415e-05 -0.000209576
internal_weight=0 0.00933146 0.0081877 0.00332285 0.00221971 0.00486485 0.0034841 0.00217983
internal_count=3910 3195 2799 1863 1557 936 718 382
is_linear=0
shrinkage=0.00196078


Tree=8555
num_leaves=8
num_cat=0
split_feature=11 3 49 48 3 15 3
split_gain=2.56046e-05 2.82331e-05 3.07562e-05 4.18729e-05 2.96524e-05 3.98602e-05 4.05168e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.0019649999999999997 0.087770000000000015 -0.076734999999999984 -0.017214999999999998 0.10223
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00032051654233953398 -0.00029995538824959466 -0.00045571095226113828 -0.00018919907792181774 6.9304486338404538e-05 0.00022266878092833928 0.00036798585638776982 -0.00028048719872041014
leaf_weight=0.0011183977997916957 0.0010123285759366151 0.0012043951027861047 0.0013284394782051689 0.0011339196741599116 0.0012992174250165398 0.0018015747921608723 0.0011688794940234153
leaf_count=222 304 472 1525 228 538 433 188
internal_value=0 2.88519e-05 -1.22494e-05 -0.000201115 6.66393e-05 0.000146239 -1.56236e-05
internal_weight=0 0.00905482 0.00793643 0.00233831 0.00559811 0.00426967 0.0024681
internal_count=3910 3606 3384 700 2684 1159 726
is_linear=0
shrinkage=0.00196078


Tree=8556
num_leaves=7
num_cat=0
split_feature=1 12 1 12 1 16
split_gain=9.01046e-06 2.20051e-05 2.77207e-05 4.04193e-05 4.51291e-05 4.34317e-05
threshold=0.12864500000000004 0.10129000000000001 0.11052000000000002 0.091405000000000014 0.094485000000000013 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0051469578948057509 0.0084840156122099105 -0.014632883428367639 -0.01341125067651098 0.019505928474386744 0.017934462600753518 -0.016335943559780967
leaf_weight=0.0018582818012776604 0.0010935445564120771 0.00105920591218651 0.0011519741971280119 0.0012529779869718625 0.0010250773650064405 0.0019066065175934589
leaf_count=676 331 438 290 708 289 1178
internal_value=0 -0.00117586 0.000805232 0.00351534 -0.000667543 -0.00573237
internal_weight=0 0.00825412 0.00719492 0.00604294 0.00478997 0.00376489
internal_count=3910 3579 3141 2851 2143 1854
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=8
num_cat=0
split_feature=484 1 2 457 0 13 12
split_gain=9.38922e-06 2.32385e-05 2.61559e-05 2.97082e-05 2.96044e-05 2.02017e-05 1.35274e-05
threshold=0.084225000000000008 0.12263000000000002 0.113945 0.082870000000000013 -0.11524 -0.014114999999999997 0.086305000000000007
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=-0.01912485354284079 0.0090898101087053124 0.01122280618784007 -0.01752944428845812 0.014577031649572886 -0.0075580809016959488 -0.0012664282437031206 0.015123597579469997
leaf_weight=0.0010269893928804411 0.0010048501862285611 0.0012850593064118983 0.001104664625708001 0.0010401443574977534 0.0018538571966344448 0.0010096827394988179 0.0010045896097142608
leaf_count=287 470 333 359 204 1387 238 632
internal_value=0 -0.00114334 -0.00340064 -0.000771 -0.00403224 -2.51502e-05 0.00690786
internal_weight=0 0.00832499 0.00703993 0.00593526 0.00489512 0.00386813 0.00201427
internal_count=3910 3440 3107 2748 2544 2257 870
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=7
num_cat=0
split_feature=2 3 3 15 12 3
split_gain=1.0751e-05 2.69585e-05 2.55228e-05 3.64135e-05 2.52037e-05 2.26118e-05
threshold=0.10274500000000002 0.090325000000000003 -0.078884999999999997 -0.064869999999999983 0.089745000000000005 0.13772500000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.021363409705666928 0.015741267944120962 -0.013406283163689293 -0.0078350103414504997 0.012213759564340898 -0.00056190514098514405 0.007603233674458529
leaf_weight=0.0011417743760065721 0.0013027929832273013 0.0010010473683083332 0.0017311385584768389 0.0019004107510770224 0.0011890689287042911 0.0010491826878823761
leaf_count=1253 710 116 503 554 589 185
internal_value=0 0.0044928 -0.00258498 0.00265663 -0.0107516 -0.00265489
internal_weight=0 0.00335302 0.00596239 0.00363155 0.00233084 0.00205023
internal_count=3910 1011 2899 1057 1842 301
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=9
num_cat=0
split_feature=2 159 160 16 13 16 3 48
split_gain=2.35916e-05 3.28603e-05 4.97056e-05 4.79315e-05 6.08164e-05 5.19408e-05 6.68233e-05 2.8277e-05
threshold=0.11260500000000001 1.0000000180025095e-35 0.069910000000000014 -0.15168999999999996 -0.077944999999999987 0.18936500000000003 -0.040669999999999991 0.08980500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -2
right_child=7 -3 -4 4 5 -7 -8 -9
leaf_value=0.00022133728626455777 0.00036570979832622249 -0.00037111199941435377 0.00033014461481219545 -0.00061510058590819223 -0.00056317036998934969 0.00030729695224692018 0.00012686808000109294 -5.8783986779285931e-05
leaf_weight=0.0014185635599916289 0.0012570101194871821 0.0011164743305666289 0.0013425171801302845 0.0010087758457287535 0.0011279439105525385 0.0010001841289997704 0.0010343535375258888 0.0011601675968933305
leaf_count=275 472 536 267 814 957 256 134 199
internal_value=0 -5.89248e-05 -8.64606e-06 -9.0014e-05 -0.000195899 -6.21805e-05 -0.000233085 0.000161966
internal_weight=0 0.00804881 0.00693234 0.00558982 0.00417126 0.00316248 0.0021623 0.00241718
internal_count=3910 3239 2703 2436 2161 1347 1091 671
is_linear=0
shrinkage=0.00196078


Tree=8560
num_leaves=8
num_cat=0
split_feature=4 150 49 15 15 4 1
split_gain=1.01464e-05 1.54493e-05 3.23726e-05 3.69555e-05 2.66234e-05 3.65459e-05 1.42203e-05
threshold=0.28937500000000005 0.086420000000000011 -0.0090499999999999973 -0.075094999999999981 0.085285000000000014 -0.34687499999999999 0.083930000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.016951716697964303 0.0084918237908683906 -0.011425511635512805 -0.016882318629629668 -0.0062291406022205679 -0.01191525266133197 0.023124759569831923 0.0064220672980708701
leaf_weight=0.0010252009181090736 0.0012125315977336666 0.0012741039218499388 0.0013409047099739646 0.0013838655373078191 0.0010460987010375866 0.0010259159180983316 0.0010130576863650977
leaf_count=334 426 327 746 237 1084 523 233
internal_value=0 -0.0013159 0.000568613 -0.00232234 0.00204638 0.00631338 0.0148261
internal_weight=0 0.00810915 0.00683504 0.00580984 0.00446894 0.00342284 0.00203897
internal_count=3910 3484 3157 2823 2077 993 756
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=9
num_cat=0
split_feature=11 3 47 49 52 15 0 3
split_gain=3.20634e-05 4.65026e-05 4.29566e-05 4.01346e-05 4.1199e-05 4.05784e-05 2.64352e-05 1.77513e-05
threshold=0.076265000000000013 -0.10628499999999998 0.087850000000000025 -0.042499999999999989 0.091715000000000005 -0.015439999999999997 -0.083424999999999985 0.045635000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -4
right_child=-2 2 7 4 -6 6 -8 -9
leaf_value=0.00039586328910563558 -0.00033614073169286473 -0.00017635023916223757 -0.00044221090150907768 -3.3086068376593573e-05 -0.00014725442324098036 0.00067244844644781597 0.00022409988779857127 -8.4088148800715969e-05
leaf_weight=0.0011644568425039211 0.0010246456139255634 0.0018853328137206846 0.0010607397879445141 0.0010083508001891952 0.0011529609688584672 0.0010119195575443367 0.0010104949204588856 0.0010678493694048427
leaf_count=235 291 433 330 784 624 474 631 108
internal_value=0 2.92025e-05 -2.28808e-05 6.11785e-05 0.000168217 0.000288229 0.000448432 -0.000262551
internal_weight=0 0.00936211 0.00819765 0.00606906 0.00418373 0.00303077 0.00202241 0.00212859
internal_count=3910 3619 3384 2946 2513 1889 1105 438
is_linear=0
shrinkage=0.00196078


Tree=8562
num_leaves=8
num_cat=0
split_feature=2 12 3 3 43 52 42
split_gain=8.89101e-06 2.59137e-05 4.64883e-05 2.22877e-05 2.60451e-05 5.61213e-05 2.40897e-05
threshold=0.10274500000000002 0.091555000000000011 0.12046500000000002 -0.078884999999999997 -0.074254999999999988 -0.010284999999999997 0.078965000000000021
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-3.1399548165519827e-05 0.022909029834305674 -0.0090866265085706634 -0.0054815099269959694 0.015970275104721692 -0.02065942123191708 0.0092762762120391154 -0.020372603855075565
leaf_weight=0.0011887707787391249 0.001262114045507831 0.0010351682693995174 0.001062138075569118 0.001032934701601108 0.0010495701942950264 0.001552718924794071 0.0011410430127702579
leaf_count=787 393 411 207 319 219 519 1055
internal_value=0 0.00407377 0.0099351 -0.00235827 0.00253525 -0.00279756 -0.00999365
internal_weight=0 0.00335942 0.00232425 0.00596504 0.00363522 0.00260229 0.00232981
internal_count=3910 1011 600 2899 1057 738 1842
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=7
num_cat=0
split_feature=42 51 42 43 48 16
split_gain=9.88712e-06 1.57994e-05 2.37297e-05 3.09592e-05 1.70136e-05 2.42935e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.077544999999999989 0.087945000000000009 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.007353263651876287 -0.0098361265660367389 0.021692307808589616 -0.0097867439521711012 0.018791870486095066 -0.0063335611817708862 4.6898509761017439e-05
leaf_weight=0.0015411148142455795 0.0010751543848213033 0.0010191480516192029 0.0011588748672918701 0.0010732417298189112 0.0014937817408006435 0.0019432084483225448
leaf_count=1060 521 634 710 248 204 533
internal_value=0 0.0014155 0.00322423 0.00595113 0.0023942 0.00671629
internal_weight=0 0.00776341 0.00668825 0.00552938 0.00451023 0.00301645
internal_count=3910 2850 2329 1619 985 781
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=7
num_cat=0
split_feature=52 0 1 49 3 0
split_gain=8.88533e-06 2.39862e-05 4.1538e-05 3.97149e-05 6.3562e-05 3.61142e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11052000000000002 -0.065249999999999989 0.013395000000000002 -0.084304999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.012513717595974382 -0.0076903677036749057 0.012241037360449937 -0.014324528413265562 -0.012752067985302446 0.029960364153898491 0.011678337594808597
leaf_weight=0.0011528254472072466 0.0013027469020500575 0.0015825270880864802 0.0018129397082170453 0.0011457779778095796 0.0010139185043383514 0.0012822285950542436
leaf_count=250 647 378 432 1020 138 1045
internal_value=0 0.00121608 -0.00150678 0.00355068 0.00893123 0.000149612
internal_weight=0 0.00799022 0.00640769 0.00459475 0.00344193 0.00242801
internal_count=3910 3263 2885 2453 2203 2065
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=8
num_cat=0
split_feature=2 52 3 4 4 4 16
split_gain=1.00208e-05 4.35589e-05 3.18835e-05 6.39086e-05 5.83995e-05 2.08227e-05 4.93304e-06
threshold=0.10946500000000002 0.090640000000000012 -0.089974999999999986 -0.076329999999999995 0.074650000000000008 0.053925000000000008 -0.053084999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -2 -5
right_child=5 -3 3 4 -6 -7 -8
leaf_value=-0.012480097124428 0.015084272132836189 -0.01677621642141703 0.028165355920306813 -0.0057287055228717881 0.018602150246232286 -0.003090360047134701 -0.015636554732403295
leaf_weight=0.0011339473391482639 0.0011746835587051604 0.0015464541879803969 0.0010185231273263928 0.0010024102309100303 0.0010284647172875807 0.0013604757887420039 0.0010076939921094376
leaf_count=570 353 735 615 308 235 414 680
internal_value=0 -0.00204469 0.00234396 0.00648724 -0.000779222 0.00533098 -0.0106957
internal_weight=0 0.00673749 0.00519104 0.00405709 0.00303857 0.00253516 0.0020101
internal_count=3910 3143 2408 1838 1223 767 988
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=7
num_cat=0
split_feature=11 3 3 49 49 2
split_gain=2.17148e-05 3.14371e-05 2.65735e-05 2.92296e-05 3.54069e-05 4.09352e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.076734999999999984 -0.006494999999999999 1.0000000180025095e-35 0.081110000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00033314934403405079 -0.0002764315700343736 -0.00022361295466055101 -0.00016209406455693656 -6.7170648960448506e-06 -0.00015076003087740672 0.0004480546212384663
leaf_weight=0.0011263935818263187 0.0010105724884078354 0.0018377031870086026 0.0018314941295264507 0.0013727453875415209 0.0012074921473142338 0.00170754108640084
leaf_count=222 304 1848 367 312 403 454
internal_value=0 2.65604e-05 -1.68405e-05 4.52562e-05 0.000133824 0.000245383
internal_weight=0 0.00908337 0.00795698 0.00611927 0.00428778 0.00308029
internal_count=3910 3606 3384 1536 1169 766
is_linear=0
shrinkage=0.00196078


Tree=8567
num_leaves=8
num_cat=0
split_feature=4 16 0 48 52 13 2
split_gain=9.63131e-06 1.63497e-05 2.22009e-05 5.6553e-05 3.84901e-05 3.56292e-05 3.18424e-05
threshold=0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.084795000000000023 0.10433000000000002 0.0024700000000000004 0.085255000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.012337024338859477 0.0082898120724578701 0.025662102375835917 0.0089818150378014692 -0.0066943196973957694 0.014135278198713125 -0.023728975715583245 -0.012696716281460803
leaf_weight=0.0011463585122265417 0.0012104831747371649 0.0010461472747233538 0.0013491885909116149 0.001116865711218619 0.0010023439730668404 0.0010332560651094983 0.0013610924338259701
leaf_count=226 426 209 839 178 526 468 1038
internal_value=0 -0.00127692 0.000558229 0.00895495 -0.00326872 -0.00792869 -0.00190506
internal_weight=0 0.00805525 0.00690889 0.00216301 0.00474588 0.00374354 0.00271028
internal_count=3910 3484 3258 387 2871 2345 1877
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=9
num_cat=0
split_feature=4 12 43 43 1 1 52 2
split_gain=1.7317e-05 2.6706e-05 3.37707e-05 5.0686e-05 3.47149e-05 3.6354e-05 2.75625e-05 1.47095e-05
threshold=0.28937500000000005 -0.023959999999999995 -0.17307499999999998 -0.079109999999999986 0.10420500000000001 0.089175000000000018 0.086950000000000013 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.0003213769784321393 0.00020860323092634155 0.00032623042440704304 -0.00043543106279417124 1.8054855278874206e-05 0.00029950570873474519 -0.00036967201453268531 -0.00021790325357402967 0.00034420313742742248
leaf_weight=0.0010719978493615367 0.001331471506428831 0.0011050854364199267 0.0010674718253984141 0.0011039310373769343 0.0013896348312309606 0.001071940602063962 0.0010120202012967299 0.0010255582716351876
leaf_count=317 426 202 859 505 273 393 569 366
internal_value=0 -3.12475e-05 8.75149e-06 -4.3844e-05 3.07592e-05 -5.78759e-05 4.85146e-05 0.000175127
internal_weight=0 0.00884764 0.00777564 0.00667056 0.00560308 0.00421345 0.00314151 0.00212949
internal_count=3910 3484 3167 2965 2106 1833 1440 871
is_linear=0
shrinkage=0.00196078


Tree=8569
num_leaves=8
num_cat=0
split_feature=50 4 48 52 13 43 2
split_gain=1.15209e-05 2.86742e-05 2.16753e-05 2.77094e-05 4.21674e-05 5.24313e-05 2.78392e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 -0.092084999999999986 -0.0024749999999999993 0.0033500000000000005 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00032576219359513851 -0.00019821148293133059 0.00031828727613432775 0.00021786949467843112 -0.00045019435666820463 0.00038313298695635156 0.00014184875303212787 -9.8771308185741897e-06
leaf_weight=0.001279078053138265 0.0010397505604951588 0.001086150028872016 0.0012179293822386084 0.0013482656453477385 0.0012071659161806377 0.0010028733343430266 0.0016268151503456443
leaf_count=565 731 396 325 1117 150 299 327
internal_value=0 2.0083e-05 -2.2079e-05 -6.72881e-05 -3.5271e-06 -0.00019766 0.00015753
internal_weight=0 0.00876828 0.00768213 0.0064642 0.00518512 0.00235114 0.00283398
internal_count=3910 3179 2783 2458 1893 1416 477
is_linear=0
shrinkage=0.00196078


Tree=8570
num_leaves=7
num_cat=0
split_feature=49 42 49 1 15 12
split_gain=9.53892e-06 1.96682e-05 2.11864e-05 2.91338e-05 3.56777e-05 3.25248e-05
threshold=-0.081274999999999986 0.088915000000000008 -0.0019649999999999997 0.11198000000000001 -0.038029999999999987 0.085845000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0080944723638148985 -0.011291685071986385 -0.011260547305351623 -0.014871668714980866 0.016369425849382536 0.018935228987211353 -0.0032807167395455072
leaf_weight=0.0012514123155194954 0.0011259775450600017 0.0015876767034838221 0.0012076359637718851 0.0013702448190517072 0.0011121812911154426 0.001617284890739829
leaf_count=319 394 1073 632 285 480 727
internal_value=0 -0.00129263 0.00116735 0.00381059 -0.000560313 0.00577166
internal_weight=0 0.008021 0.00643332 0.00530735 0.0039371 0.00272947
internal_count=3910 3591 2518 2124 1839 1207
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=7
num_cat=0
split_feature=42 160 3 48 0 0
split_gain=8.78931e-06 1.8844e-05 2.90757e-05 3.65272e-05 5.06784e-05 2.7934e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 0.095285000000000009 -0.082074999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0069592609243354477 -0.0079535598784125413 0.018788175904970839 -0.0064988123622276572 0.017337597267392781 -0.019328216529703388 0.014484139359065446
leaf_weight=0.001525739575060925 0.0017000064910620257 0.0010853801970517165 0.0012001904036508186 0.0010431604720139514 0.0013579269449522512 0.0013459748913371256
leaf_count=1060 1040 244 222 216 654 474
internal_value=0 0.00134576 0.00396632 0.000714551 -0.00372707 0.00459337
internal_weight=0 0.00773264 0.00603263 0.00494725 0.00390409 0.00254617
internal_count=3910 2850 1810 1566 1350 696
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=7
num_cat=0
split_feature=52 160 2 16 12 0
split_gain=9.26651e-06 2.3119e-05 2.21608e-05 6.06775e-05 3.84368e-05 1.88634e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 0.088375000000000023 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0059602438565317939 -0.015512426511357992 0.013784855963823709 0.011047828869453429 -0.0016956334780041942 -0.027284521195644437 0.010458953712616388
leaf_weight=0.0010968226560671471 0.0010823691416856985 0.0013037990742463187 0.0014486967347815084 0.0013219121461071689 0.0010558860387230469 0.0019325681239688486
leaf_count=128 924 265 315 537 679 1062
internal_value=0 -0.00223147 0.000570496 -0.0035523 -0.0130586 0.00451421
internal_weight=0 0.00621266 0.00513029 0.0036816 0.0023778 0.00302939
internal_count=3910 2720 1796 1481 1216 1190
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 15 15 4
split_gain=1.46608e-05 3.70801e-05 4.22954e-05 4.70406e-05 4.26379e-05 5.40619e-05 3.75789e-05 1.53056e-05
threshold=-0.26418499999999995 0.005105000000000001 0.10911000000000001 0.082870000000000013 -0.074234999999999982 -0.021529999999999997 -0.094924999999999995 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -7
right_child=1 -3 -4 -5 6 7 -8 -9
leaf_value=0.00020303400466789971 0.00042210882980953882 0.00031726256985043053 -0.0004517306265537451 0.00034634077328625062 -3.2019480810608111e-05 3.1441483859127772e-05 -0.00053898329476735293 -0.0002973468925610563
leaf_weight=0.0011695361316052854 0.0010206028200700763 0.0010348149460014944 0.0010112492749787374 0.0011133691831391864 0.0010547819216297552 0.0011471485608856506 0.0012036123225785012 0.0010359162364355938
leaf_count=196 744 424 151 214 173 566 498 944
internal_value=0 -3.09172e-05 -7.84085e-05 -2.09946e-05 -9.5871e-05 4.95829e-05 -0.000302206 -0.000124576
internal_weight=0 0.0086215 0.00758668 0.00657543 0.00546206 0.00320367 0.00225839 0.00218306
internal_count=3910 3714 3290 3139 2925 2254 671 1510
is_linear=0
shrinkage=0.00196078


Tree=8574
num_leaves=9
num_cat=0
split_feature=11 3 47 15 150 52 16 15
split_gain=2.68924e-05 3.23649e-05 3.0162e-05 4.82644e-05 6.30975e-05 4.77856e-05 3.67338e-05 1.81634e-05
threshold=0.076265000000000013 -0.10628499999999998 0.077735000000000012 -0.096369999999999983 0.086420000000000011 0.090300000000000005 -0.083144999999999983 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -4
right_child=-2 2 7 4 -6 -7 -8 -9
leaf_value=0.00033325764231526347 -0.00030940069504988146 0.00042337533024314992 -0.00039626680886029416 0.00049821101475492637 -0.00045131420790462805 -0.00025792925306406943 2.6969626242145704e-05 -4.2140873802598522e-05
leaf_weight=0.0011691268077187031 0.0010047624041502187 0.0011244807996647578 0.0010558273899545041 0.0011508089683360254 0.001054004415185294 0.0010539502438269969 0.0014215870575780751 0.001178309510242382
leaf_count=235 291 427 234 436 317 583 1118 269
internal_value=0 2.84323e-05 -1.58992e-05 5.86117e-05 -2.90248e-05 9.37144e-05 0.000237788 -0.000209497
internal_weight=0 0.0092081 0.00803897 0.00580483 0.00468035 0.00362635 0.0025724 0.00223414
internal_count=3910 3619 3384 2881 2454 2137 1554 503
is_linear=0
shrinkage=0.00196078


Tree=8575
num_leaves=7
num_cat=0
split_feature=0 3 15 42 42 1
split_gain=1.00338e-05 1.76352e-05 2.70251e-05 4.42258e-05 4.00229e-05 4.51855e-05
threshold=0.10302000000000001 0.11265500000000002 1.0000000180025095e-35 0.060615000000000009 0.083970000000000017 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0029388957247187754 0.0082456348569740663 -0.010316646701073401 -0.02217538525169464 0.0068320864309879313 -0.0074021060840055389 0.02968665262923886
leaf_weight=0.0016672088324066188 0.0012659657157913741 0.001716830028676313 0.0010843503057931859 0.0010200169118683932 0.0014820610606857553 0.0010167333577275452
leaf_count=638 210 310 673 777 1002 300
internal_value=0 -0.00133666 0.00112206 -0.00811505 0.00578799 0.0130715
internal_weight=0 0.0079872 0.00627037 0.00210437 0.004166 0.00268394
internal_count=3910 3700 3390 1450 1940 938
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=8
num_cat=0
split_feature=11 3 16 2 16 4 48
split_gain=3.78726e-05 3.62316e-05 2.81486e-05 3.11708e-05 4.6177e-05 6.30773e-05 2.76714e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.19424999999999998 0.11260500000000001 0.31524000000000002 -0.08100499999999998 0.083775000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00036501553679932597 -0.0003634948996727636 -0.0002178436977815005 0.00048116259334073281 0.00035225013113212694 -0.00037443973285334405 -0.00026143846315857168 0.0001264941116696122
leaf_weight=0.0011223007428506687 0.0010189408571792671 0.0019251073876835759 0.0011144005320639157 0.0011041756096956037 0.0010628869176073077 0.0014297370998811671 0.0013983410603484012
leaf_count=222 304 449 677 382 184 1287 405
internal_value=0 3.50057e-05 -1.1091e-05 5.40565e-05 -1.17245e-05 8.6063e-05 -6.96255e-05
internal_weight=0 0.00915695 0.00803465 0.00610954 0.00500537 0.00394248 0.00282808
internal_count=3910 3606 3384 2935 2553 2369 1692
is_linear=0
shrinkage=0.00196078


Tree=8577
num_leaves=9
num_cat=0
split_feature=13 39 48 457 3 15 15 4
split_gain=1.36207e-05 3.81381e-05 4.59852e-05 3.975e-05 3.6577e-05 5.38222e-05 2.98354e-05 1.6719e-05
threshold=-0.26418499999999995 0.005105000000000001 0.10911000000000001 0.082870000000000013 -0.074234999999999982 -0.021529999999999997 -0.094924999999999995 -0.084009999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -7
right_child=1 -3 -4 -5 6 7 -8 -9
leaf_value=0.00019302496752323154 0.00041367883364667096 0.00032116327012529996 -0.00046578718082592016 0.00031759099435729613 -3.914595480569064e-05 3.4706130016273277e-05 -0.00048972726137987328 -0.00030764502877688582
leaf_weight=0.0011783178713760311 0.0010382660505160275 0.001037396636052821 0.0010258130060344199 0.0011171306715216977 0.0010616961625103181 0.0011540862061684479 0.0012076782337367442 0.0010450593217861553
leaf_count=196 744 424 151 214 173 566 498 944
internal_value=0 -3.16313e-05 -7.94745e-05 -1.96482e-05 -8.8062e-05 4.57326e-05 -0.000278929 -0.000127983
internal_weight=0 0.00868713 0.00764973 0.00662392 0.00550679 0.00323741 0.00226937 0.00219915
internal_count=3910 3714 3290 3139 2925 2254 671 1510
is_linear=0
shrinkage=0.00196078


Tree=8578
num_leaves=7
num_cat=0
split_feature=47 15 2 52 13 15
split_gain=8.79434e-06 2.49353e-05 3.69219e-05 3.35046e-05 4.4988e-05 2.422e-05
threshold=0.077065000000000008 -0.096369999999999983 0.11005500000000001 0.090640000000000012 -0.0030249999999999995 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=0.014334449166553921 -0.016782770847297197 0.011592946009286453 0.014804799560362868 -0.020251658823009732 -0.011944531065312066 0.0033291501936308313
leaf_weight=0.0012903048105993836 0.0010363453215641487 0.0016243181988526299 0.0011534994848374771 0.0011169658187704422 0.0016238413096558498 0.0014181741271532544
leaf_count=502 270 1270 426 575 559 308
internal_value=0 0.00181928 -0.00110688 -0.0053116 -0.000174065 -0.00516249
internal_weight=0 0.00680893 0.00551862 0.00436513 0.00324816 0.00245452
internal_count=3910 3332 2830 2404 1829 578
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=7
num_cat=0
split_feature=13 48 48 1 0 16
split_gain=9.45605e-06 2.57135e-05 3.20724e-05 3.51437e-05 5.08041e-05 3.28619e-05
threshold=-0.26418499999999995 0.11028500000000001 0.083775000000000002 0.11198000000000001 -0.10209999999999998 -0.004514999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0086765081979897647 -0.025088176143731034 -0.016037022014462828 0.013863819551792956 0.011597992060396434 0.0076593654563517147 -0.013366751839326611
leaf_weight=0.0010996091945646947 0.0011371017254778884 0.0010219405295275553 0.0015097785152275714 0.0013369777527241812 0.0019343574337172926 0.0012072163707441137
leaf_count=196 349 191 480 378 1582 734
internal_value=0 -0.00120281 0.000924735 -0.00255396 -0.00697609 -0.000420366
internal_weight=0 0.00814737 0.00712543 0.00561565 0.00427868 0.00314157
internal_count=3910 3714 3523 3043 2665 2316
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=7
num_cat=0
split_feature=0 16 0 43 1 2
split_gain=1.13921e-05 2.25961e-05 3.55611e-05 2.45895e-05 3.21595e-05 2.3659e-05
threshold=0.10302000000000001 0.081265000000000018 -0.077944999999999987 -0.0037249999999999996 0.092550000000000007 0.086315000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0002551672723483831 0.00016422038068729527 -0.0002373596433325465 0.00033447603226398733 0.00041936343232181297 -0.00014945710538592842 9.6577247227723174e-06
leaf_weight=0.0015504887623118482 0.0013322166392621187 0.0016416872530207599 0.0011426055343015202 0.001001762119005607 0.00193540727612539 0.0011804291336807605
leaf_count=1482 210 587 728 271 320 312
internal_value=0 -3.08656e-05 1.89089e-05 -4.4705e-05 3.4545e-05 0.000197738
internal_weight=0 0.00845238 0.00681069 0.00566809 0.0041176 0.00218219
internal_count=3910 3700 3113 2385 903 583
is_linear=0
shrinkage=0.00196078


Tree=8581
num_leaves=7
num_cat=0
split_feature=0 16 0 43 1 1
split_gain=9.64394e-06 1.9727e-05 2.99087e-05 2.32e-05 3.02927e-05 1.23778e-05
threshold=0.10302000000000001 0.081265000000000018 -0.077944999999999987 -0.0037249999999999996 0.092550000000000007 0.085990000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.012667670066710268 0.0080937036673514023 -0.01141012519990927 0.01637566319730465 0.0026412599959512342 -0.0072242285175475457 0.01817110760766261
leaf_weight=0.0014604047618900226 0.001261924292845819 0.0015575659269781552 0.0010725170713602739 0.0010194527736429723 0.0018341075258215115 0.0010335573499487415
leaf_count=1482 210 587 728 432 320 151
internal_value=0 -0.00131434 0.001135 -0.00192172 0.00211558 0.0104595
internal_weight=0 0.00797761 0.00642004 0.00534752 0.00388712 0.00205301
internal_count=3910 3700 3113 2385 903 583
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=8
num_cat=0
split_feature=50 42 3 3 15 52 16
split_gain=8.43766e-06 2.5012e-05 2.38898e-05 2.88345e-05 3.07597e-05 4.62803e-05 9.21704e-06
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 -0.106555 -0.068164999999999989 -0.03800499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.011608791576018747 -0.0086966542848700128 0.01525087414659018 -0.014157383233577493 0.019200799280239239 0.014147843383586964 -0.016010759032985402 -0.0027594140827881374
leaf_weight=0.0013157187931456416 0.0010006623850482435 0.0013713953476578609 0.0010793325808944668 0.0010312748010159476 0.0013245586051378803 0.0011042717062781588 0.0010004272213657828
leaf_count=862 755 300 937 304 305 240 207
internal_value=0 0.00102841 0.00343419 0.000508966 0.00405784 -0.000496076 -0.00971199
internal_weight=0 0.00822698 0.00691126 0.00553986 0.00446053 0.00342926 0.0021047
internal_count=3910 3155 2293 1993 1056 752 447
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=8
num_cat=0
split_feature=43 2 12 13 52 2 1
split_gain=7.42964e-06 2.15315e-05 3.51197e-05 3.14923e-05 4.3644e-05 3.05435e-05 3.19448e-05
threshold=-0.17307499999999998 0.099015000000000006 0.090480000000000019 -0.014114999999999997 -0.0025949999999999997 0.11934000000000002 0.097480000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -3
right_child=1 5 -4 4 -6 -7 -8
leaf_value=0.0070101853043028394 -0.014035787937974529 0.02375523894463398 -0.021034181435136766 -0.0094487996681470957 0.018279714268369586 -0.0082012017127246813 -0.00048223796911058854
leaf_weight=0.001291300341772249 0.001166958898413918 0.001114022333529782 0.0011171227861742476 0.001010658487927548 0.0012949469937838702 0.0011539151603030462 0.0010623349100664179
leaf_count=275 1163 371 802 235 384 405 275
internal_value=0 -0.0011701 -0.00561154 -0.000650078 0.00612496 0.00495097 0.0119243
internal_weight=0 0.00791996 0.00458969 0.00347256 0.00230561 0.00333027 0.00217636
internal_count=3910 3635 2584 1782 619 1051 646
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=8
num_cat=0
split_feature=13 403 160 43 2 2 4
split_gain=8.04416e-06 3.77248e-05 3.31639e-05 3.46909e-05 3.04232e-05 4.96012e-05 2.70212e-05
threshold=0.17936000000000002 0.03138500000000001 -0.079684999999999992 -0.053009999999999995 0.097940000000000013 0.11339500000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.017198625195985986 -0.0084780522207565795 0.019157380033244839 0.013404594643172563 -0.022742706457049441 0.021162402033808592 -0.0094187875231341155 -0.00055798883582442935
leaf_weight=0.0011364020825057521 0.001002019138557411 0.0010053534845807692 0.0017260867792952099 0.0010951166054818224 0.0010136410575499722 0.0011124516701020875 0.0011010266893578722
leaf_count=737 221 418 1046 749 243 314 182
internal_value=0 0.00101412 -0.00152465 0.00142029 -0.00336565 0.00516117 -0.0116205
internal_weight=0 0.00819008 0.00718472 0.00604832 0.00432224 0.00212609 0.00219614
internal_count=3910 3689 3271 2534 1488 557 931
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=8
num_cat=0
split_feature=11 13 13 3 2 52 0
split_gain=2.58879e-05 2.85356e-05 3.26073e-05 3.62116e-05 3.67834e-05 2.27745e-05 1.33395e-05
threshold=1.0000000180025095e-35 -0.091229999999999992 -0.017604999999999999 0.076695000000000013 0.085155000000000022 -0.069134999999999988 -0.08916499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 -1
right_child=-2 2 3 5 -6 -7 -8
leaf_value=7.7079295526305018e-05 -0.00029892463496848448 -0.00028652625027783947 -5.3458409202811293e-05 -0.00034167578537847579 0.00040349103135860892 2.1929874247257219e-05 0.00039633348293329455
leaf_weight=0.0010057740046983553 0.001017749223336673 0.0014806560861494967 0.0012153835706314575 0.0010632719873073238 0.0015297870543496588 0.0017561663119738877 0.001006961680779177
leaf_count=298 304 1604 463 138 705 207 191
internal_value=0 3.08977e-05 -2.7926e-05 4.08836e-05 0.000201183 -0.000115194 0.000236801
internal_weight=0 0.009058 0.00704527 0.00556461 0.00274517 0.00281944 0.00201274
internal_count=3910 3606 3117 1513 1168 345 489
is_linear=0
shrinkage=0.00196078


Tree=8586
num_leaves=7
num_cat=0
split_feature=1 0 3 2 3 48
split_gain=8.07297e-06 2.65644e-05 3.11637e-05 2.16887e-05 3.60845e-05 4.25716e-05
threshold=0.076710000000000014 -0.083564999999999987 -0.089604999999999976 0.11542500000000001 -0.074234999999999982 0.083775000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.017473675660380546 0.011661466858410258 0.014903340862858855 -0.0089759909235150315 0.013566157318438896 -0.01683516617245736 0.0067379198844249814
leaf_weight=0.0010118447393154262 0.0015151138172200805 0.0010199079547979859 0.0011774649081201629 0.0013020298213071756 0.0018567296925020402 0.0013042453515938043
leaf_count=1051 798 269 688 398 480 226
internal_value=0 -0.00406626 0.00210757 0.00215144 -0.00102693 -0.00710871
internal_weight=0 0.00320922 0.00219737 0.00597812 0.00467609 0.00316098
internal_count=3910 2008 957 1902 1504 706
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=7
num_cat=0
split_feature=51 1 1 2 43 52
split_gain=7.74297e-06 2.13745e-05 2.72221e-05 1.7516e-05 3.83894e-05 1.88293e-05
threshold=-0.09021499999999999 0.11561500000000001 0.096035000000000023 0.087005000000000013 0.013605000000000001 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0073927521571547821 0.0080201011561040481 0.010794098884491196 -0.014465662990104856 -0.0212176893722681 0.011094941395881873 -0.0022451510116380724
leaf_weight=0.0012218154716650892 0.0018452491382573953 0.001259281443160642 0.0016703518789927436 0.0010909804987654617 0.001078931067755696 0.0010049439333468988
leaf_count=515 1113 451 485 597 302 447
internal_value=0 -0.00115784 -0.00340744 0.000271991 -0.00423127 -0.0121208
internal_weight=0 0.00794974 0.00669046 0.0050201 0.00317486 0.00209592
internal_count=3910 3395 2944 2459 1346 1044
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=7
num_cat=0
split_feature=4 151 2 12 43 4
split_gain=7.59408e-06 1.78554e-05 2.23588e-05 4.67456e-05 3.35478e-05 1.20152e-05
threshold=0.28937500000000005 -0.016164999999999995 0.10393500000000001 0.091405000000000014 -0.0037249999999999996 -0.0025899999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0094158718775307834 0.0074063427573331647 -0.020372115099597427 -0.012520513981482365 0.014932916967159482 0.0085986023624611014 -0.0064365225919336064
leaf_weight=0.0013351385079461587 0.0011977217642030876 0.0011209185432250715 0.0018710619085053207 0.0015079939907556524 0.0010526602054525746 0.0010736074834231226
leaf_count=564 426 998 579 800 386 157
internal_value=0 -0.00113432 -0.00326011 0.000383661 -0.00637302 0.00100698
internal_weight=0 0.00796138 0.00662624 0.00475518 0.00324719 0.00212627
internal_count=3910 3484 2920 2341 1541 543
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=7
num_cat=0
split_feature=50 160 49 1 3 52
split_gain=1.15412e-05 2.61038e-05 3.38876e-05 3.0667e-05 5.86883e-05 5.63413e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.11052000000000002 0.094625000000000015 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00024809869741168399 -0.00019773500698498528 0.00028337307043379276 -0.00035394498636343491 -0.00033145956945921994 0.00037403769449753372 0.00015697298805407989
leaf_weight=0.0015978969230726753 0.001032163503033391 0.0011253391111046554 0.00195643217784521 0.0014893416546181096 0.001157171110639843 0.0014410353344107415
leaf_count=802 731 220 932 361 112 752
internal_value=0 2.14698e-05 -2.90412e-05 -8.72102e-05 -7.34199e-06 -0.000137239
internal_weight=0 0.00876722 0.00716932 0.00604398 0.00455464 0.00339747
internal_count=3910 3179 2377 2157 1796 1684
is_linear=0
shrinkage=0.00196078


Tree=8590
num_leaves=9
num_cat=0
split_feature=50 15 16 0 48 3 52 4
split_gain=3.33328e-05 3.06906e-05 4.19475e-05 4.36976e-05 4.61352e-05 3.71403e-05 7.04366e-05 4.86422e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.084905000000000022 -0.076734999999999984 0.083750000000000005 -0.030814999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7
right_child=-2 2 3 5 -6 7 -8 -9
leaf_value=0.00035371398628756509 -0.00033648530856272271 -0.00033703741943466451 0.00056451448666942189 -0.00061416516396052621 -3.2190632644479983e-07 0.00037342042998574147 0.00010278439574959244 -0.00017100764771117095
leaf_weight=0.0010205459262263824 0.0010447118008815271 0.0012525124118323077 0.0011002787124766589 0.0010297390556078415 0.0011238273744855753 0.0012806395558921217 0.0010787720911627113 0.0012436846328328208
leaf_count=413 715 298 169 936 131 358 605 285
internal_value=0 3.32517e-05 -7.07737e-06 5.31943e-05 0.000279106 -5.52602e-05 -0.000247354 0.000105191
internal_weight=0 0.00913 0.00810945 0.00685694 0.00222411 0.00463284 0.00210851 0.00252432
internal_count=3910 3195 2782 2484 300 2184 1541 643
is_linear=0
shrinkage=0.00196078


Tree=8591
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=1.68554e-05 2.76607e-05 4.41394e-05 2.34697e-05 4.78741e-05 9.31585e-05 5.94192e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00025151006414573027 -0.00024615806624403842 0.00032309454748584345 -0.00065780894476173885 -0.00037054569070496573 0.00027200137567378832 -0.00032866658102201861 0.00026417817496217848
leaf_weight=0.0016386421260826773 0.0010079328412134119 0.0011441985586037803 0.0010346518359687766 0.0010041151260703433 0.0013640077009738952 0.001065393432207399 0.0016670240908447096
leaf_count=804 715 220 592 359 126 822 272
internal_value=0 2.13488e-05 -3.04621e-05 -9.63995e-05 -4.27511e-05 -0.000156719 3.30228e-05
internal_weight=0 0.00891803 0.00727939 0.00613519 0.00513108 0.00376707 0.00273242
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=8592
num_leaves=7
num_cat=0
split_feature=52 51 160 13 13 52
split_gain=7.55205e-06 1.96445e-05 1.95953e-05 1.9863e-05 2.41062e-05 2.44313e-05
threshold=-0.048794999999999991 -0.0084849999999999978 -1.0000000180025095e-35 -0.16277999999999995 -0.077154999999999987 0.086635000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=0.012585223623206038 -0.014315096116404261 -0.0035553872241616599 -0.01182767029327695 0.016212556776534912 -0.0082695428078554904 0.010454267638332779
leaf_weight=0.0014286723815239803 0.0010730343182832275 0.0015968936941388493 0.0010326812284932492 0.0011169474968171556 0.0018059093534075771 0.0011347812629897733
leaf_count=602 924 588 127 484 754 431
internal_value=0 0.00406621 -0.00203411 0.000554705 0.00370606 -0.00104422
internal_weight=0 0.00302557 0.00616335 0.00509032 0.00405764 0.00294069
internal_count=3910 1190 2720 1796 1669 1185
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=7
num_cat=0
split_feature=160 133 0 16 12 43
split_gain=1.54917e-05 6.08648e-05 4.19179e-05 7.4423e-05 6.08341e-05 3.80213e-05
threshold=-0.026849999999999995 -0.0023199999999999996 -0.15713499999999997 -0.0017249999999999998 0.084100000000000022 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.00015379020120479748 -0.00046317455190306156 -0.00023688471112887926 0.00071074958904031034 8.9080085774020503e-05 0.00010022486555704643 -0.00039373801901037073
leaf_weight=0.0019003263961841323 0.0011379944834897021 0.0017386558635024349 0.0010577777496842869 0.0014272697812138684 0.0015425012666132551 0.001118485413017335
leaf_count=1071 865 198 388 401 670 317
internal_value=0 -4.31013e-05 2.63341e-05 0.000115266 0.000348583 -0.000123048
internal_weight=0 0.00802268 0.00688469 0.00514603 0.00260028 0.00254576
internal_count=3910 2839 1974 1776 1058 718
is_linear=0
shrinkage=0.00196078


Tree=8594
num_leaves=7
num_cat=0
split_feature=50 160 49 1 3 52
split_gain=1.32977e-05 2.31475e-05 3.28421e-05 2.64917e-05 6.28544e-05 5.4755e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.11052000000000002 0.094625000000000015 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00023620413565196121 -0.00021080684410112259 0.00028482020384415914 -0.00035212150883260658 -0.00030581974261710993 0.00038498715163649957 0.00015096784827844112
leaf_weight=0.0016198167048192399 0.0010322899188722401 0.0011238824867790629 0.0019786429538470613 0.0015039357031657596 0.0011759762538570695 0.0014349555469307237
leaf_count=802 731 220 932 361 112 752
internal_value=0 2.43769e-05 -2.3164e-05 -7.99684e-05 -5.96021e-06 -0.000140641
internal_weight=0 0.00883721 0.00721739 0.00609351 0.00458957 0.0034136
internal_count=3910 3179 2377 2157 1796 1684
is_linear=0
shrinkage=0.00196078


Tree=8595
num_leaves=7
num_cat=0
split_feature=3 4 12 160 4 1
split_gain=8.93543e-06 2.99819e-05 3.45656e-05 2.74162e-05 2.82462e-05 4.13482e-05
threshold=-0.050194999999999997 0.08734500000000002 0.091555000000000011 -0.025614999999999995 -0.030814999999999995 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=-0.00082282573871461011 0.015772257808943421 0.0090755265001432866 -0.023580489580226609 0.012778697285501016 -0.020943210803864042 0.0038412920431384911
leaf_weight=0.0018231816367194206 0.0012327361491576987 0.0013146952507715392 0.0010527940626302689 0.0010241820564569942 0.0011689093349061884 0.0015870294727732457
leaf_count=1541 288 300 1005 163 191 422
internal_value=0 -0.00343477 -0.00915361 0.002822 -0.00140121 -0.00667086
internal_weight=0 0.00419067 0.00287598 0.00501286 0.00378012 0.00275594
internal_count=3910 2846 2546 1064 776 613
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=8
num_cat=0
split_feature=47 43 16 133 1 48 16
split_gain=1.11144e-05 3.89715e-05 4.99533e-05 4.02119e-05 4.01066e-05 3.31798e-05 5.66047e-05
threshold=0.11669500000000001 -0.17307499999999998 0.15737500000000001 0.065880000000000008 1.0000000180025095e-35 0.087945000000000009 -0.09601999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00036437280481479701 -0.00019553318269409107 -0.00036088074342856453 -0.00036471265874359792 0.00038062154319028695 0.0005297462741850979 -0.00020952306035207957 -3.5517386586424872e-05
leaf_weight=0.0011093426693607111 0.0010198331238740659 0.0010957200798102614 0.0013940593980365651 0.0011295537338957542 0.0010847322371921389 0.0012270719507646403 0.0018303973984694138
leaf_count=261 179 859 494 1037 325 177 578
internal_value=0 2.06083e-05 -2.85254e-05 4.50776e-05 -2.72822e-05 6.09632e-05 0.00017482
internal_weight=0 0.00887088 0.00776153 0.00636748 0.00523792 0.0041422 0.00291513
internal_count=3910 3731 3470 2976 1939 1080 903
is_linear=0
shrinkage=0.00196078


Tree=8597
num_leaves=8
num_cat=0
split_feature=50 42 47 15 42 3 1
split_gain=8.44977e-06 2.40331e-05 2.43313e-05 3.35135e-05 3.02252e-05 5.08513e-05 1.7434e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.077065000000000008 -0.096369999999999983 0.091145000000000018 0.10420500000000001 0.079945000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.011392116145767973 -0.0087041440158541743 0.023074184845597638 -0.0070824773071966746 -0.0023289821273515692 0.017816859892138721 0.014545308036922309 -0.020972893226504405
leaf_weight=0.0013084297401960597 0.0010000132760670027 0.0010144557307967834 0.0016779280021821524 0.0010028604531550065 0.0010182340427912539 0.0011746536026260965 0.0010033819339516749
leaf_count=862 755 339 338 550 506 163 397
internal_value=0 0.00103245 0.00339139 0.00676228 0.00282153 -0.00197861 -0.0116534
internal_weight=0 0.00819994 0.00689151 0.00521359 0.00419913 0.0031809 0.00200624
internal_count=3910 3155 2293 1955 1616 1110 947
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=8
num_cat=0
split_feature=1 0 3 15 151 2 16
split_gain=8.49905e-06 2.44552e-05 2.711e-05 1.91432e-05 3.21219e-05 5.72954e-05 4.9375e-05
threshold=0.076710000000000014 -0.083564999999999987 -0.089604999999999976 0.024640000000000006 -0.044604999999999992 0.086650000000000019 -0.090129999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.017067917956969093 -0.010843249358886408 0.013678853653600238 -0.0085957522784315087 -0.010280512289619657 -0.0039717001682667355 0.035613318680708529 0.0048233011351965817
leaf_weight=0.0010086097814853015 0.0010409395420543192 0.0010195246747831978 0.0011774212579440402 0.0010186537713876929 0.0018335683527422007 0.001044927904342784 0.0010383707171821707
leaf_count=1051 337 269 688 544 490 190 341
internal_value=0 -0.00417705 0.0017411 0.0022053 0.00477069 0.00892023 0.0202668
internal_weight=0 0.00320556 0.00219695 0.00597646 0.00495781 0.00391687 0.0020833
internal_count=3910 2008 957 1902 1358 1021 531
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=7
num_cat=0
split_feature=48 40 4 51 1 16
split_gain=1.35119e-05 2.76216e-05 3.04111e-05 4.63234e-05 4.50941e-05 4.23755e-05
threshold=0.11339500000000001 -1.0000000180025095e-35 -0.034289999999999994 -0.0084849999999999978 0.078675000000000009 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.00027247750292166696 -0.00020344485061147261 8.7102402997431291e-05 0.00049028767380694639 0.0002472427420809014 -0.00041936700723993947 -0.00019159553622014944
leaf_weight=0.0010687750933556402 0.0011510351436857516 0.0019234841472411299 0.0012258932871589997 0.0018431012027854321 0.0010420444658906492 0.0015637650971286972
leaf_count=394 195 1036 570 514 663 538
internal_value=0 2.26659e-05 6.41808e-05 0.000163428 -9.08637e-05 4.58142e-05
internal_weight=0 0.00866706 0.00759829 0.00463276 0.00296553 0.00340687
internal_count=3910 3715 3321 1622 1699 1052
is_linear=0
shrinkage=0.00196078


Tree=8600
num_leaves=7
num_cat=0
split_feature=15 151 2 2 0 12
split_gain=9.62998e-06 3.61751e-05 3.52329e-05 5.23863e-05 4.24418e-05 3.76571e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.095195000000000016 0.086545000000000025 0.10302000000000001 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0072668581874223903 0.018781321615877186 -0.014219605469417952 -0.021178864994157796 0.019914784566505989 0.00501774689241758 0.010034190728381806
leaf_weight=0.0015287458467999025 0.0010380796944742454 0.001503699957859736 0.0015144957853082202 0.0014281931996147851 0.001045298191047607 0.0011147173828778632
leaf_count=614 487 553 734 688 137 697
internal_value=0 0.00142739 -0.00129947 0.00450882 -0.0104814 -0.00389424
internal_weight=0 0.00764448 0.0066064 0.00404661 0.00255979 0.00261842
internal_count=3910 3296 2809 1938 871 1250
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=7
num_cat=0
split_feature=42 133 15 151 2 2
split_gain=9.18885e-06 2.22242e-05 2.87674e-05 1.8735e-05 3.3204e-05 3.03993e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 -0.0095999999999999992 0.086650000000000019 0.10796500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.0094296934182728376 -0.0072882045172563727 0.012077210358044363 -0.015181574840586963 -0.0064970621063560816 0.025267001672708702 0.002493193266545899
leaf_weight=0.0011045027405342002 0.0014614580780769352 0.0015463951431840704 0.0012059437259311582 0.0014628850414329787 0.0010587604906117422 0.0013130011695562133
leaf_count=323 832 923 824 345 354 309
internal_value=0 0.00136173 -0.00133479 0.00204604 0.00535142 0.0126595
internal_weight=0 0.00769149 0.00614509 0.00493915 0.00383465 0.00237176
internal_count=3910 3078 2155 1331 1008 663
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=7
num_cat=0
split_feature=1 150 0 12 4 15
split_gain=1.00857e-05 2.27302e-05 2.55156e-05 3.68991e-05 1.93957e-05 1.73334e-05
threshold=0.085990000000000011 0.077110000000000012 -0.11756999999999999 0.051320000000000005 -0.15333499999999997 0.084955000000000017
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0047581971158683501 -0.010724156288663272 0.014480030123734522 0.017074557501426068 -0.0071141169052145242 -0.017846300401012174 -0.00015481111880367749
leaf_weight=0.0015099549562122465 0.0015997466562110941 0.0012650476438477269 0.0013084842720894982 0.0012174163983806536 0.0012341710799321562 0.001004585541509581
leaf_count=166 259 348 371 723 1278 765
internal_value=0 0.00275344 -0.000842289 0.00541626 -0.00400037 -0.00990769
internal_weight=0 0.00539069 0.00412565 0.0025259 0.00374871 0.00223876
internal_count=3910 1701 1353 1094 2209 2043
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=1.40716e-05 3.18668e-05 3.65587e-05 3.12762e-05 5.41871e-05 8.34837e-05 7.61808e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00026667415522468467 -0.00022483949901433908 0.00028854545162119939 -0.0006247809878133202 -0.00040984429347637046 0.00030517351657249149 -0.00038089163342231802 0.00028880964847387226
leaf_weight=0.0016382044722576278 0.0010077019652000923 0.0011273045928540332 0.0010453490284197948 0.001016227857133626 0.0013423631867061623 0.0010735535863720645 0.0016672131938552639
leaf_count=804 715 220 592 359 126 822 272
internal_value=0 1.96167e-05 -3.60392e-05 -9.55873e-05 -3.33161e-05 -0.000153327 2.64888e-05
internal_weight=0 0.00891022 0.00727201 0.00614471 0.00512848 0.00378612 0.00274077
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=8604
num_leaves=7
num_cat=0
split_feature=4 4 1 2 16 3
split_gain=1.0738e-05 2.08338e-05 2.53751e-05 2.5494e-05 3.94226e-05 3.87362e-05
threshold=-0.34687499999999999 -0.082054999999999975 1.0000000180025095e-35 0.11542500000000001 -0.09601999999999998 0.082730000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.0076936850289502897 0.013737541176552926 -0.012426850391393946 0.013186885066676663 0.01624653179447243 0.0022924563208106918 -0.022261232046346044
leaf_weight=0.0015201782350454419 0.0011782148622357207 0.0014391385434034459 0.001293774975509367 0.0010799500296889732 0.0015129474413198589 0.0011167914420165959
leaf_count=291 662 1485 307 352 704 109
internal_value=0 0.00151104 -0.000724931 0.00264087 -0.00110409 -0.00813495
internal_weight=0 0.00762082 0.0064426 0.00500346 0.00392351 0.00262974
internal_count=3910 3619 2957 1472 1120 813
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=7
num_cat=0
split_feature=4 12 0 150 15 47
split_gain=8.70443e-06 1.94018e-05 3.17166e-05 2.40826e-05 2.45352e-05 3.95516e-07
threshold=-0.34687499999999999 0.091555000000000011 -0.07958999999999998 0.082965000000000025 -0.0089749999999999986 0.089945000000000011
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0069284324490876559 -0.01198312372172837 -0.0073444699304309018 0.020449221316044701 0.013141793551264592 0.0063381221466287142 -0.0091718002747891141
leaf_weight=0.0015193235358413335 0.00100117256697798 0.0019150238969223438 0.001001192207976339 0.0011886056779630461 0.0014998803305380391 0.0010005409945140899
leaf_count=291 582 1171 452 332 888 194
internal_value=0 0.00136223 0.00429183 0.0008428 -0.00333206 -0.0105779
internal_weight=0 0.00760642 0.00569139 0.0046902 0.00350159 0.00200171
internal_count=3910 3619 2448 1996 1664 776
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=7
num_cat=0
split_feature=52 12 12 3 1 1
split_gain=7.84574e-06 2.19506e-05 3.18783e-05 3.19783e-05 4.1839e-05 4.1474e-05
threshold=0.11401500000000002 0.095000000000000015 0.086935000000000012 -0.018854999999999997 0.11052000000000002 0.091845000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.014909946518232717 -0.0072833971049512634 0.01096849787317929 -0.015216507099789327 -0.008665241141085904 -0.019446678319139973 0.01847135988324573
leaf_weight=0.0013932985837920848 0.0012773031282341729 0.0017695550442161879 0.0013535315658063009 0.0011534951515461706 0.0010676555536230895 0.0011005612129631704
leaf_count=907 647 696 935 214 292 219
internal_value=0 0.00116846 -0.00168917 0.0021941 -0.00313959 0.00458442
internal_weight=0 0.0078381 0.00606854 0.00471501 0.00332171 0.00225406
internal_count=3910 3263 2567 1632 725 433
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=6
num_cat=0
split_feature=42 133 49 1 16
split_gain=8.78067e-06 1.95243e-05 2.96199e-05 3.54163e-05 4.62446e-05
threshold=0.092145000000000019 0.065880000000000008 -0.0019649999999999997 0.11198000000000001 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012158333646765215 -0.0071355999035944183 0.01141025391258875 -0.017010918151446834 0.016824605121815158 0.0079862347297065903
leaf_weight=0.0017558830897945873 0.0014546328704694101 0.0015381399338748065 0.0012980986121496549 0.0013302002930812903 0.001721634302303484
leaf_count=436 832 923 841 269 609
internal_value=0 0.00134087 -0.00119574 0.00322939 -0.00275934
internal_weight=0 0.00764396 0.00610582 0.00434993 0.00301973
internal_count=3910 3078 2155 1719 1450
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=7
num_cat=0
split_feature=4 52 151 2 1 43
split_gain=9.07968e-06 1.91408e-05 3.04773e-05 3.99071e-05 3.88344e-05 2.54231e-05
threshold=-0.34687499999999999 0.090640000000000012 -0.0088999999999999982 0.086545000000000025 0.083370000000000014 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=-0.0070785399305129063 -0.0091259547531311463 -0.0097175498448684935 0.010661055868393067 0.0017653394697446914 0.027622099698918975 -0.0099514378126166307
leaf_weight=0.0015153812269057465 0.0014350792657835841 0.001285316943260127 0.001018844192312528 0.0010055754405541295 0.0013752469355309853 0.001449884162878163
leaf_count=291 594 862 365 731 321 746
internal_value=0 0.0014015 0.00367555 0.00746377 0.0167011 -0.00144466
internal_weight=0 0.00756995 0.00628463 0.00484955 0.00238082 0.00246873
internal_count=3910 3619 2757 2163 1052 1111
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=6
num_cat=0
split_feature=49 3 2 1 52
split_gain=8.1095e-06 2.2916e-05 3.128e-05 5.64906e-05 2.79002e-05
threshold=-0.081274999999999986 -0.076734999999999984 0.106035 0.086245000000000002 0.0033900000000000002
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=0.0076015908510271846 -0.017204544109248571 0.02736058666069658 -0.0070349833523554771 -0.0010177531302487911 0.002500783830855626
leaf_weight=0.0012125187495774471 0.001581062656721501 0.0011000353305802382 0.0019232014280800374 0.0019359616095861671 0.001317075878104362
leaf_count=319 1310 351 537 476 917
internal_value=0 -0.0011849 0.00294354 0.00926459 -0.00824934
internal_weight=0 0.00785734 0.0049592 0.003036 0.00289814
internal_count=3910 3591 1364 827 2227
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=7
num_cat=0
split_feature=1 48 1 47 4 0
split_gain=7.93113e-06 2.206e-05 4.21245e-05 4.85818e-05 1.66324e-05 1.46701e-05
threshold=0.085990000000000011 0.087945000000000009 0.092550000000000007 0.09252500000000001 -0.15333499999999997 -0.087614999999999985
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0045774670366635385 0.024373819215026436 -0.0066679433515277418 0.011248263180339994 -0.016940399962324049 -0.017703779890176762 -0.001409441064902858
leaf_weight=0.001500724291121313 0.0010022809519603876 0.0017691134566373353 0.0015595533481715662 0.0010056466041103011 0.0010407684197456743 0.0011778328726789456
leaf_count=166 361 349 839 152 721 1322
internal_value=0 0.00246211 0.0069897 0.000197338 -0.00355336 -0.00905328
internal_weight=0 0.00533659 0.00356748 0.0025652 0.00371933 0.0022186
internal_count=3910 1701 1352 991 2209 2043
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=6
num_cat=0
split_feature=47 159 42 151 2
split_gain=9.19494e-06 1.55862e-05 3.04458e-05 4.64239e-05 3.75133e-05
threshold=0.09550500000000002 0.073745000000000019 0.083815000000000014 -0.0074049999999999993 0.092340000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0097995472742906306 0.0064366425356301264 0.0096318016894976263 0.0072032839135491022 -0.025628830483103937 -0.0040999318443088557
leaf_weight=0.0010879935002421986 0.0017787014705179238 0.0010582058962864465 0.0018609707551491125 0.0015062018116924409 0.0017494069426518377
leaf_count=239 389 623 1394 744 521
internal_value=0 -0.00158552 -0.00349866 -0.0080838 -0.0140602
internal_weight=0 0.00726278 0.00620457 0.0043436 0.00325561
internal_count=3910 3521 2898 1504 1265
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=7
num_cat=0
split_feature=2 1 15 4 0 0
split_gain=8.64058e-06 2.69001e-05 3.05338e-05 3.07073e-05 2.53664e-05 3.71618e-05
threshold=0.087005000000000013 0.10561500000000001 -0.0063699999999999989 -0.082224999999999979 -0.10575999999999998 -0.066689999999999985
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.016721854541646822 -0.020448298923975282 0.0072938657877465139 -0.01043456910200254 0.012169822649824953 -0.012944664040454962 0.012099405975633488
leaf_weight=0.0010689465590465112 0.0012080991565581781 0.0018766491291191912 0.0014483895983416174 0.0010271762597551771 0.0013313917787228101 0.0010676065427503148
leaf_count=186 942 503 327 459 1225 268
internal_value=0 -0.002451 -0.00741553 -0.00105542 0.00390945 -0.00179951
internal_weight=0 0.00556031 0.00368367 0.00247557 0.00346794 0.002399
internal_count=3910 2231 1728 786 1679 1493
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=7
num_cat=0
split_feature=42 133 49 47 3 15
split_gain=8.36496e-06 1.87859e-05 2.74502e-05 2.70149e-05 3.74693e-05 3.84661e-05
threshold=0.092145000000000019 0.065880000000000008 -0.0019649999999999997 0.09550500000000002 -0.078884999999999997 -0.017214999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.011778289884041164 -0.0069852004415111987 0.011241867286189118 -0.01648974783837668 0.016400965636091318 -0.0069506733028208787 0.020303948487815603
leaf_weight=0.0017401091818245546 0.0014429450844239992 0.0015247664036498144 0.0011046474329714042 0.0011278115748594155 0.0010640891885230004 0.0010087559798547191
leaf_count=436 832 923 971 188 319 241
internal_value=0 0.00132271 -0.00117909 0.00310488 -0.00161441 0.00631287
internal_weight=0 0.00757018 0.00604541 0.0043053 0.00317749 0.00207285
internal_count=3910 3078 2155 1719 1531 560
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=8
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split_feature=50 133 160 2 42 160 2
split_gain=1.57174e-05 2.66824e-05 4.53108e-05 3.29092e-05 4.58008e-05 4.43647e-05 4.29026e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.10705000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.075670000000000015
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=-0.00014546301787824267 -0.00023819914497043442 -0.0002506874654523464 -0.00029769573507305462 -0.00010031589043276239 -1.1553371856655192e-05 0.00018995923901163737 0.00071094613665914673
leaf_weight=0.0010389744624806547 0.0010213669058045599 0.0012124307415305544 0.0011342935200318698 0.0017510687559763915 0.0010606263362648925 0.0011358394478022604 0.0013069504898593407
leaf_count=533 731 617 300 532 536 265 396
internal_value=0 1.90127e-05 6.30358e-05 0.000128052 0.000216086 0.000323308 0.0004687
internal_weight=0 0.00864018 0.00742775 0.00629346 0.00454239 0.00350342 0.00244279
internal_count=3910 3179 2562 2262 1730 1197 661
is_linear=0
shrinkage=0.00196078


Tree=8615
num_leaves=8
num_cat=0
split_feature=12 160 133 4 3 0 48
split_gain=1.2803e-05 2.72916e-05 6.61201e-05 5.90772e-05 3.56617e-05 3.01656e-05 7.65358e-05
threshold=0.10595000000000002 -1.0000000180025095e-35 -0.0023199999999999996 -0.0017649999999999999 -0.078669999999999976 -0.099864999999999995 0.088035000000000016
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=-0.00019366797302162132 -0.00021367047536035335 -0.00038420703162524519 0.00017345855480506916 0.00049783950103501472 0.00065983481576677605 -0.00028246817175546084 -0.00021650067288912146
leaf_weight=0.0018533722276535365 0.0010364979886491521 0.0010223375983598945 0.0012600065398304036 0.0010811574944836803 0.0010732746251602482 0.0010602520544742652 0.0012357710823084206
leaf_count=1123 391 760 654 153 372 333 124
internal_value=0 1.70303e-05 7.50303e-05 0.000157247 0.000397184 -8.52481e-06 0.000116835
internal_weight=0 0.00858617 0.0067328 0.00571046 0.00233328 0.00337718 0.00231693
internal_count=3910 3519 2396 1636 1026 610 277
is_linear=0
shrinkage=0.00196078


Tree=8616
num_leaves=8
num_cat=0
split_feature=4 16 0 4 4 3 42
split_gain=2.48824e-05 2.89936e-05 3.37396e-05 9.14811e-05 4.97641e-05 2.52857e-05 5.26948e-05
threshold=0.28937500000000005 -0.30307999999999996 -0.10131499999999999 0.0057500000000000008 -0.0021099999999999995 -0.048154999999999996 0.084685000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.00034625387602409038 0.00024470669596636177 -0.00019046338089633564 -0.00038807744280058951 0.00050407184819728978 -0.0004628989730697186 0.00023024118195616222 0.00017786731793754867
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leaf_count=210 426 308 1027 141 548 249 1001
internal_value=0 -4.2496e-05 -1.3747e-06 0.00016579 -0.0001001 6.61851e-06 -0.000107231
internal_weight=0 0.00892416 0.0078601 0.00291846 0.00494164 0.00381844 0.00253025
internal_count=3910 3484 3274 449 2825 2277 2028
is_linear=0
shrinkage=0.00196078


Tree=8617
num_leaves=7
num_cat=0
split_feature=4 43 3 47 3 43
split_gain=8.27165e-06 1.92641e-05 4.22087e-05 2.52186e-05 1.92096e-05 1.37232e-05
threshold=-0.34687499999999999 -0.079374999999999987 -0.074234999999999982 0.077735000000000012 0.094625000000000015 -0.15109999999999998
decision_type=2 2 2 2 2 2
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leaf_count=291 316 1345 534 201 266 957
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internal_weight=0 0.00753016 0.00542539 0.00376192 0.00256154 0.00210477
internal_count=3910 3619 2346 1001 800 1273
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=7
num_cat=0
split_feature=49 42 160 16 0 12
split_gain=8.02826e-06 2.15134e-05 2.3494e-05 6.97826e-05 6.93356e-05 3.15405e-05
threshold=-0.081274999999999986 0.088915000000000008 -0.081069999999999989 -0.0017249999999999998 -0.15713499999999997 0.085845000000000019
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012087427957114443 0.0010811522975897429 0.0015581822740882729 0.0011937985843039115 0.0017944683488587887 0.0010503989066045695 0.0011437178225438013
leaf_count=319 540 1073 157 607 485 729
internal_value=0 -0.00119388 0.00142191 -0.00137544 0.00706977 0.0176221
internal_weight=0 0.00782172 0.00626354 0.00518238 0.00338792 0.00219412
internal_count=3910 3591 2518 1978 1371 1214
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=7
num_cat=0
split_feature=42 51 49 42 16 4
split_gain=1.1315e-05 2.00876e-05 2.40274e-05 3.98508e-05 3.94191e-05 2.96893e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.081629999999999994 0.088915000000000008 -0.19424999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.00015783240590430287 -0.00022272342845665332 0.00033973434776965434 -0.00020412845426375401 -0.00028935005784593926 0.00037600320925726893 6.0018627073105185e-06
leaf_weight=0.0015782704358557513 0.0010959247497269713 0.0010270030763161186 0.0012028337761596708 0.0012926855177552805 0.0018515013850374689 0.0015168773357230952
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internal_value=0 2.38547e-05 6.30704e-05 1.46154e-05 0.000100573 0.000209381
internal_weight=0 0.00798683 0.0068909 0.0058639 0.00457121 0.00336838
internal_count=3910 2850 2329 2106 1198 924
is_linear=0
shrinkage=0.00196078


Tree=8620
num_leaves=7
num_cat=0
split_feature=52 12 1 48 52 0
split_gain=9.07135e-06 1.92583e-05 3.11223e-05 4.77997e-05 2.63576e-05 5.91193e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.087770000000000015 0.0033900000000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.001378362592315415 0.0012660118171055447 0.0017556454877887713 0.0012921768084674934 0.0010255490180162861 0.0011379130642127006 0.0011637074242573282
leaf_count=233 647 696 392 293 646 1003
internal_value=0 0.0012577 -0.00143873 0.00233612 -0.00298452 -0.00864679
internal_weight=0 0.00775335 0.00599771 0.00470553 0.00367998 0.00254207
internal_count=3910 3263 2567 2175 1882 1236
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=7
num_cat=0
split_feature=52 133 13 1 1 2
split_gain=7.35311e-06 1.81469e-05 3.33436e-05 2.99988e-05 2.70095e-05 7.76332e-06
threshold=0.11401500000000002 -0.0023199999999999996 -0.083514999999999992 0.11052000000000002 0.090355000000000005 0.089570000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.010104921866032908 -0.0070892811142393847 0.014874759504398608 -0.0098495082868589479 -0.014413293583725811 0.01408643142670421 0.0024855646445946216
leaf_weight=0.0012116570058171234 0.0012652662360676751 0.0017838941229813728 0.0010384812601972767 0.0012561405869258987 0.0014425742432669529 0.0010030441120875944
leaf_count=974 647 683 413 296 447 450
internal_value=0 0.00113389 0.00322115 -0.00116446 0.00361222 -0.00378903
internal_weight=0 0.00773579 0.00652413 0.00474024 0.0034841 0.00204153
internal_count=3910 3263 2289 1606 1310 863
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=7
num_cat=0
split_feature=42 2 3 12 151 16
split_gain=8.00393e-06 1.64726e-05 3.40293e-05 2.93985e-05 3.49349e-05 4.88176e-05
threshold=-0.088669999999999985 0.086545000000000025 -0.075954999999999981 0.096315000000000026 -0.0088999999999999982 -0.090809999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.0076228336425998369 -0.021643287626503169 -0.0092574890556207275 0.0021662477007342086 -0.013409285062328162 0.025029767688402017 -5.7784100979503084e-06
leaf_weight=0.001189084332300948 0.0010448321167683531 0.0011687574128260089 0.0014108162046484727 0.0010126670791418199 0.0013873709598277953 0.0017757852493539411
leaf_count=480 963 391 444 459 362 811
internal_value=0 -0.00118471 -0.00796426 0.00193026 0.00551617 0.0109749
internal_weight=0 0.00780023 0.00245565 0.00534458 0.00433191 0.00316316
internal_count=3910 3430 1407 2023 1564 1173
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=8
num_cat=0
split_feature=50 133 160 12 47 12 160
split_gain=1.68799e-05 3.18614e-05 5.47922e-05 3.58322e-05 4.56144e-05 5.7948e-05 8.57229e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 -0.0089849999999999982 0.09252500000000001 0.086935000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.0001970663597562984 -0.00023936011624665636 -0.00026650201672614825 -0.00032041958838070696 0.00010037959457851045 -0.00012229088495011815 3.2388751004116143e-05 0.00083788502384409772
leaf_weight=0.0010025027102165667 0.0010313326488845228 0.0012340452714601361 0.0011534403444740928 0.0011191154824018461 0.0012508910412732032 0.001753067276419165 0.0013213896970344313
leaf_count=375 715 622 300 356 223 899 420
internal_value=0 2.57284e-05 7.31766e-05 0.000143596 0.000206323 0.000304344 0.000499695
internal_weight=0 0.00883445 0.00760041 0.00644697 0.00544446 0.00419357 0.00244051
internal_count=3910 3195 2573 2273 1898 1675 776
is_linear=0
shrinkage=0.00196078


Tree=8624
num_leaves=7
num_cat=0
split_feature=43 3 4 48 13 1
split_gain=8.15843e-06 3.77665e-05 2.25175e-05 3.80611e-05 3.8229e-05 3.47497e-05
threshold=-0.049504999999999987 -0.076734999999999984 -0.34687499999999999 0.087945000000000009 -0.014114999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0044840727667312154 -0.015676425017997275 0.018107155372278857 -0.010601680041791881 -0.014458003067355075 0.021966424134784338 -0.0017213205963093126
leaf_weight=0.0019496307761249956 0.0010263760496358005 0.0011926801147780915 0.0010112458522723261 0.0012405794979579972 0.0015258917709091604 0.0010423597061366072
leaf_count=1237 224 587 954 268 439 201
internal_value=0 0.00409054 -0.0022275 0.000636285 0.00586765 0.0123524
internal_weight=0 0.00314231 0.00584645 0.00482008 0.0035795 0.00256825
internal_count=3910 1824 2086 1862 1594 640
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=7
num_cat=0
split_feature=1 4 13 13 47 4
split_gain=7.3509e-06 2.39886e-05 2.3915e-05 2.35778e-05 2.67957e-05 1.57656e-05
threshold=0.088010000000000019 -0.15333499999999997 -1.0000000180025095e-35 -0.070604999999999987 0.096175000000000024 0.022820000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.0068130734180016821 0.013621747546070456 -0.017479087699864362 0.0020039960474985703 -0.0052457478884088242 -0.015386016483450636 0.010857322972732212
leaf_weight=0.0015190287270722214 0.0013893196052589987 0.0014549583355072146 0.001111182329225456 0.0010760193420687745 0.0010234374157931624 0.0013977694323750295
leaf_count=189 649 1679 457 529 161 246
internal_value=0 -0.00314682 -0.00904258 0.00260099 -0.00177716 0.003853
internal_weight=0 0.00408517 0.00256614 0.00488655 0.00349723 0.00247379
internal_count=3910 2325 2136 1585 936 775
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=7
num_cat=0
split_feature=160 133 2 0 4 2
split_gain=1.15262e-05 4.64219e-05 2.86558e-05 6.53831e-05 5.00092e-05 2.53004e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 0.10113500000000002 -0.074014999999999984 -0.030814999999999995 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00013559476848442272 -0.00034154810158928376 0.000519135288257115 0.00019225287983366628 -0.00044565232954882795 -0.00010670306998273028 0.00028421756332961719
leaf_weight=0.0019814719180641606 0.0010931825363110839 0.0012768988716514466 0.0015243063572358269 0.0010387001129816957 0.001616349965582495 0.001050009349046963
leaf_count=1218 848 628 296 343 353 224
internal_value=0 3.23212e-05 9.51388e-05 -6.62686e-05 0.000200049 4.7241e-05
internal_weight=0 0.00759945 0.00650626 0.00256301 0.00394326 0.00266636
internal_count=3910 2692 1844 639 1205 577
is_linear=0
shrinkage=0.00196078


Tree=8627
num_leaves=8
num_cat=0
split_feature=11 48 42 133 49 4 47
split_gain=3.53343e-05 4.56612e-05 3.7099e-05 4.88457e-05 2.58052e-05 5.05812e-05 5.44809e-05
threshold=0.076265000000000013 0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.006494999999999999 -0.078484999999999985 1.0000000180025095e-35
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=-0.00032595511700472921 -0.00035484934510276593 0.00032100140872709813 -0.00027880244896783213 0.0003891742802696888 -0.00030561034196902953 0.00049223026581225651 -0.00012786094576337735
leaf_weight=0.0010198196048865041 0.0010057255072809896 0.0017117447747512799 0.001804684986271096 0.0012323944595686396 0.0011336672655648783 0.001174415312852515 0.0010160164423468781
leaf_count=223 291 434 1250 598 525 458 131
internal_value=0 3.24694e-05 -3.44447e-05 4.46378e-05 -5.31092e-05 3.05988e-05 0.000204605
internal_weight=0 0.00909274 0.007381 0.00557631 0.00434392 0.0033241 0.00219043
internal_count=3910 3619 3185 1935 1337 1114 589
is_linear=0
shrinkage=0.00196078


Tree=8628
num_leaves=7
num_cat=0
split_feature=49 42 49 0 15 3
split_gain=1.04248e-05 1.93138e-05 2.34884e-05 2.48444e-05 5.39657e-05 5.11136e-05
threshold=-0.075429999999999983 0.088915000000000008 -0.0057999999999999987 -0.083424999999999985 -0.10469999999999999 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.00015016164435071477 -0.00025621286263996588 -0.00022396136898216067 -8.9044339700806462e-05 -0.00037230592399442429 0.0004419114610035291 0.00018270108782946119
leaf_weight=0.0013970252216228213 0.0010375456993339995 0.0016319908629361234 0.0014100429862445398 0.0011941846321602628 0.0015395236522546259 0.0013697047840517064
leaf_count=363 344 1055 318 819 788 223
internal_value=0 -3.3107e-05 1.44388e-05 6.53712e-05 0.000188088 -7.58049e-05
internal_weight=0 0.00818299 0.006551 0.00551346 0.00294957 0.00256389
internal_count=3910 3547 2492 2148 1106 1042
is_linear=0
shrinkage=0.00196078


Tree=8629
num_leaves=6
num_cat=0
split_feature=43 15 4 48 4
split_gain=7.70783e-06 3.39238e-05 1.85018e-05 3.12817e-05 3.72261e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.34687499999999999 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017418198884801301 -0.014345574676086098 -0.004037966704375659 0.016914004031878368 -0.011957910615967814 -0.0041044553948326196
leaf_weight=0.0011748003850283297 0.0010292455962456187 0.0019768549374983325 0.0015743631536334359 0.001433659189151735 0.0018130477585051727
leaf_count=860 224 964 1028 303 531
internal_value=0 0.00395996 -0.00217449 0.000423898 0.00566427
internal_weight=0 0.00315166 0.00585032 0.00482107 0.00338741
internal_count=3910 1824 2086 1862 1559
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=8
num_cat=0
split_feature=48 15 2 2 52 43 16
split_gain=1.23288e-05 4.5618e-05 1.99527e-05 4.33292e-05 3.5067e-05 3.44495e-05 2.80105e-05
threshold=0.091555000000000011 -0.094119999999999995 0.11260500000000001 0.10113500000000002 -0.092084999999999986 -0.0037249999999999996 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.00033789422316765524 -0.00016487548142988495 0.00042554307388633522 0.00018953853161096293 -0.00044607477774004004 -0.00016114868491757983 3.4451382493745687e-05 0.00044348789271518796
leaf_weight=0.0010314884909319614 0.001006062587109459 0.0010064364199632151 0.0012013412133561226 0.0010690514301346602 0.0016138134557552989 0.0015720112172436956 0.0010899298017822473
leaf_count=433 236 247 484 335 1445 551 179
internal_value=0 0.000130389 -4.2262e-05 -8.59349e-05 -1.3391e-05 6.48926e-05 0.000201931
internal_weight=0 0.0020125 0.00757764 0.00637629 0.00530724 0.00427575 0.00266194
internal_count=3910 483 3427 2943 2608 2175 730
is_linear=0
shrinkage=0.00196078


Tree=8631
num_leaves=8
num_cat=0
split_feature=50 42 160 43 160 16 16
split_gain=2.41353e-05 3.17218e-05 2.63388e-05 2.24335e-05 3.17236e-05 3.86119e-05 2.21862e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.026849999999999995 -0.055679999999999993 -0.30307999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00023810432469867251 -0.00029013798115272926 0.00032155785652106874 -0.00016684616921986472 0.00034979101903727833 -8.5260572689551455e-05 -0.00033586577793057117 0.00032682741421498563
leaf_weight=0.0014219681771273493 0.0010111837531676148 0.0017871909635506014 0.0013365025038385228 0.0010734753976278598 0.0010049581907221983 0.0011030955023289212 0.0010042411151228365
leaf_count=875 715 746 290 349 211 367 357
internal_value=0 2.98517e-05 8.19794e-05 0.000137656 5.91361e-05 -4.11149e-05 0.00012071
internal_weight=0 0.00873143 0.00730946 0.00597296 0.00418577 0.00311229 0.0020092
internal_count=3910 3195 2320 2030 1284 935 568
is_linear=0
shrinkage=0.00196078


Tree=8632
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 0 12
split_gain=3.51296e-05 3.9099e-05 0.000127281 2.67176e-05 4.99855e-05 1.90312e-05 3.36755e-05 3.27617e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.18901999999999997 0.11260500000000001 0.10113500000000002 -0.088669999999999985 -0.066689999999999985 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00021213728390485475 -0.00035131099388248745 -0.00018586172632970217 0.00066327249778419181 0.00023504919739022201 -0.00049699906101199844 2.8479609588729641e-06 0.00019013466809603881 -0.00048403668370537153
leaf_weight=0.0010755689128681928 0.0010088977138939604 0.001381249008240649 0.0013343149612268762 0.0010574840614386684 0.0010175511658321208 0.0010972727488016477 0.0010961067577460759 0.001030209969593012
leaf_count=327 304 114 591 421 230 314 249 1360
internal_value=0 3.43434e-05 0.000231367 -4.95936e-05 -0.000106209 -1.37139e-05 -8.90704e-05 -0.000232921
internal_weight=0 0.00908976 0.00271556 0.00637419 0.00531671 0.00429916 0.00322359 0.00212748
internal_count=3910 3606 705 2901 2480 2250 1923 1674
is_linear=0
shrinkage=0.00196078


Tree=8633
num_leaves=8
num_cat=0
split_feature=11 13 16 151 47 43 4
split_gain=2.37299e-05 2.3122e-05 3.29695e-05 4.08112e-05 2.33272e-05 4.824e-05 1.71239e-05
threshold=1.0000000180025095e-35 -0.091229999999999992 -0.19424999999999998 -0.0074049999999999993 0.094695000000000015 -0.083899999999999988 1.0000000180025095e-35
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=0.00021587979045587167 -0.00028613612094790662 -0.00027739531620347215 0.00038360262678694128 0.000230083027066411 0.00022518228922481506 -0.00042609153386827698 -8.5068218998997857e-05
leaf_weight=0.0019953506674283668 0.0010182448603709903 0.0015341194747122448 0.0011096288718278127 0.0010598010587833813 0.0010004303548982697 0.001283297040355515 0.0010129379854165502
leaf_count=489 304 343 471 481 209 1292 321
internal_value=0 2.96819e-05 -2.33922e-05 4.78966e-05 -3.76106e-05 -0.000115949 -0.000275656
internal_weight=0 0.00899557 0.00700021 0.0054661 0.00435647 0.00335604 0.00229624
internal_count=3910 3606 3117 2774 2303 2094 1613
is_linear=0
shrinkage=0.00196078


Tree=8634
num_leaves=7
num_cat=0
split_feature=48 2 2 133 16 1
split_gain=8.40265e-06 2.09848e-05 4.07042e-05 2.90489e-05 3.84808e-05 4.84974e-05
threshold=0.091555000000000011 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.09601999999999998 0.081005000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.015504102549054488 0.0058603797502809613 0.010866353958558977 -0.022321876294078672 0.019704064284855587 0.01489277899206975 -0.011993270020079451
leaf_weight=0.0010016629947084349 0.0019079192482243986 0.0011340951037175128 0.0010057157769902108 0.0010763576006179551 0.001042442662538078 0.0018824355088624773
leaf_count=848 483 484 335 315 776 669
internal_value=0 -0.00160988 -0.00396471 -0.000274432 0.00353814 -0.00241093
internal_weight=0 0.00714271 0.00600861 0.0050029 0.00400124 0.00292488
internal_count=3910 3427 2943 2608 1760 1445
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=6
num_cat=0
split_feature=133 160 42 12 0
split_gain=8.4127e-06 4.04661e-05 1.76403e-05 2.82889e-05 4.56188e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0082485786085975867 -0.015055675204120218 -0.0087177896950995284 0.011733085796560719 -0.01141752247359934 0.015550283980700059
leaf_weight=0.0010802142777863897 0.0016579968180343799 0.0013748656554444173 0.001558400703364003 0.0015873420790020929 0.0017741289365424988
leaf_count=604 1086 164 685 766 605
internal_value=0 -0.00115665 0.00250428 -0.000532288 0.00495473
internal_weight=0 0.00795273 0.00629474 0.00473634 0.00314899
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=6
num_cat=0
split_feature=42 133 15 2 4
split_gain=9.12783e-06 1.89569e-05 2.66999e-05 2.10247e-05 3.40699e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 0.099015000000000006 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.013665285831828904 -0.0073202388412456389 0.01132040184352712 -0.014527967800449321 0.010054610657899135 0.0081634030074484148
leaf_weight=0.0015102004910865453 0.0014423091087766111 0.0015257834175020999 0.0011971554600578235 0.0019862195224958448 0.0013579417483502664
leaf_count=514 832 923 824 562 255
internal_value=0 0.00135919 -0.00115235 0.00214627 -0.00333034
internal_weight=0 0.0075773 0.00605152 0.00485436 0.00286814
internal_count=3910 3078 2155 1331 769
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=7
num_cat=0
split_feature=15 151 12 16 16 0
split_gain=8.71996e-06 3.76167e-05 3.06506e-05 4.54229e-05 5.83399e-05 3.76909e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.088325000000000015 -0.094359999999999986 -0.0017249999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.0069782926311621031 0.019206775751526625 -0.024260595072932416 0.016841418717828349 0.014771600017129528 -0.0147332329361794 -0.0070960160483800926
leaf_weight=0.0015031117029168416 0.0010210755162457577 0.0011090810244673861 0.0015542444596483912 0.0013207974291704258 0.0013604320208842155 0.0011404283336353301
leaf_count=614 487 255 1238 695 369 252
internal_value=0 0.00136617 -0.00144288 -0.00723957 -0.00019889 0.00671072
internal_weight=0 0.00750606 0.00648498 0.00379031 0.00268123 0.00269467
internal_count=3910 3296 2809 1319 1064 1490
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=7
num_cat=0
split_feature=0 52 52 3 2 2
split_gain=1.02714e-05 2.3778e-05 2.08792e-05 2.12386e-05 3.54041e-05 3.28626e-05
threshold=-0.017269999999999997 -0.092854999999999979 -0.062489999999999997 -0.089974999999999986 0.106285 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.015302790014534239 0.006564221266442901 0.012036662967632632 -0.01520927821791113 -0.0015614728193602801 -0.012919014062316846 0.021705930145829996
leaf_weight=0.0010963936517455301 0.0018734251503392486 0.0012809006905626363 0.0010108677486385621 0.0014937618718054407 0.0012105017410720402 0.0010225696517777584
leaf_count=597 446 325 422 1114 401 605
internal_value=0 -0.00175823 0.000709146 -0.0023534 0.00113363 0.00789378
internal_weight=0 0.007115 0.0060186 0.0047377 0.00372683 0.00251633
internal_count=3910 3464 2867 2542 2120 1719
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=6
num_cat=0
split_feature=0 43 15 15 47
split_gain=8.32569e-06 2.14773e-05 2.21986e-05 3.59325e-05 3.69626e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.079360000000000014 -0.064869999999999983 0.087235000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011029177762512365 0.0059103551469624656 0.0084521706440068341 -0.01121753195977367 0.019216218851596561 -0.014049999233445366
leaf_weight=0.0017983002187940559 0.001872658310033532 0.0017291144032703877 0.0010745744049620665 0.0012367268405653453 0.0012633253717682709
leaf_count=1184 446 588 1089 346 257
internal_value=0 -0.00158512 0.00161701 0.00487809 -0.00104762
internal_weight=0 0.00710204 0.00530374 0.00422917 0.00299244
internal_count=3910 3464 2280 1191 845
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=8
num_cat=0
split_feature=47 47 12 12 15 160 2
split_gain=1.11789e-05 3.12064e-05 2.93716e-05 3.178e-05 3.67898e-05 3.00215e-05 2.72858e-05
threshold=0.10436500000000001 0.077065000000000008 0.10129000000000001 0.091405000000000014 -0.096369999999999983 1.0000000180025095e-35 0.091525000000000009
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=0.00031943511364758572 0.00014966546111875274 -0.00035534244171588406 -0.00029403635439813558 0.00035615849908758455 -0.00014076394135119881 -0.00037100865589995982 0.00026371415974778143
leaf_weight=0.001058062771362292 0.0015573669455077382 0.0010032683373353722 0.0010156997998703888 0.0011720386798113949 0.0016527858391113116 0.0010771462220485759 0.0010476782833984993
leaf_count=397 290 288 428 663 1160 352 332
internal_value=0 -3.1861e-05 1.43471e-05 6.64843e-05 -3.72507e-06 -9.42383e-05 1.61583e-05
internal_weight=0 0.00802668 0.00702341 0.00600771 0.00483567 0.00377761 0.00270046
internal_count=3910 3620 3332 2904 2241 1844 1492
is_linear=0
shrinkage=0.00196078


Tree=8641
num_leaves=8
num_cat=0
split_feature=3 4 0 3 151 3 1
split_gain=8.1016e-06 2.19006e-05 2.91859e-05 3.15678e-05 3.2469e-05 2.43393e-05 4.07365e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 -0.077689999999999995 0.095575000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.014555035957294113 0.0074143876137297022 -0.017223353741913784 0.015499594269866379 -0.013173328306162496 0.019598259770980928 -0.011392179623521964 0.015303441050073939
leaf_weight=0.0010640921338765062 0.0012597992436398009 0.0011049909978676029 0.0011350197267517527 0.0011036940351994533 0.0010072188540856089 0.0012356922522561461 0.001063641877177654
leaf_count=276 239 585 367 453 1136 551 303
internal_value=0 -0.00123492 0.000896395 -0.0021089 0.00167804 0.00663528 0.000956865
internal_weight=0 0.00771435 0.00665026 0.00551524 0.00441025 0.00330655 0.00229933
internal_count=3910 3671 3395 3028 2443 1990 854
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=8
num_cat=0
split_feature=50 16 160 52 2 16 43
split_gain=1.82679e-05 2.81111e-05 5.44787e-05 4.35839e-05 5.59186e-05 3.43027e-05 2.37446e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.054789999999999998 0.084240000000000023 0.085005000000000011 -0.23935499999999996 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00039698474114915634 -0.00025300218838926675 0.00051853578007472864 0.00017639238908457867 -0.00040167498909976111 5.6296478810602099e-05 -0.00041198690832697216 -0.00018564721743358044
leaf_weight=0.0011170420923593445 0.0010079118676689846 0.0011032162742695495 0.0014616483590403442 0.0011807514565502194 0.0015082481700007032 0.0010002610145764038 0.0013304598787728613
leaf_count=275 715 480 448 871 293 359 469
internal_value=0 2.58422e-05 0.000149637 -7.44887e-05 3.20678e-05 -0.00013043 3.87788e-06
internal_weight=0 0.00870163 0.00389532 0.0048063 0.00362555 0.00250851 0.00279211
internal_count=3910 3195 1397 1798 927 652 917
is_linear=0
shrinkage=0.00196078


Tree=8643
num_leaves=8
num_cat=0
split_feature=50 4 151 1 47 133 16
split_gain=1.14896e-05 2.80925e-05 2.62761e-05 2.90403e-05 4.31145e-05 3.17166e-05 5.393e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 0.089845000000000022 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00022634633097558347 -0.0002024287166511763 0.00032286429640592825 -0.00010533025713095049 -0.00049182655684210856 1.7159949868988481e-05 -0.00025191439373751585 0.00047555078588287965
leaf_weight=0.0013292700764297588 0.0010103499864864184 0.0010262259841306194 0.0013562244633992999 0.0012772337469308082 0.001282129893384815 0.0010269302084041092 0.0011235672677078578
leaf_count=454 731 396 894 467 171 479 318
internal_value=0 1.88556e-05 -2.33305e-05 -7.80426e-05 -0.000236846 3.78597e-05 0.000157861
internal_weight=0 0.00842158 0.00739536 0.00606609 0.00255936 0.00350672 0.00247979
internal_count=3910 3179 2783 2329 638 1691 1212
is_linear=0
shrinkage=0.00196078


Tree=8644
num_leaves=7
num_cat=0
split_feature=48 42 133 4 15 3
split_gain=8.07187e-06 2.12572e-05 2.57738e-05 3.52158e-05 4.48396e-05 2.25718e-05
threshold=0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.078484999999999985 -0.019749999999999993 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.01650270160021047 0.0057820876569312186 -0.011243669026478723 0.015148307291266677 0.0057320096581184345 0.0210092998462122 -0.01521990489055975
leaf_weight=0.0012019541491117957 0.0018897406836236837 0.0017211651587787022 0.0011036205291488077 0.001026522464601479 0.0010049524405344075 0.0010302172952995651
leaf_count=649 483 1301 617 393 293 174
internal_value=0 -0.00157329 0.00152779 -0.0019978 0.00369651 -0.00476277
internal_weight=0 0.00708843 0.00536727 0.00426365 0.00306169 0.00205674
internal_count=3910 3427 2126 1509 860 567
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=7
num_cat=0
split_feature=47 159 42 0 43 1
split_gain=1.59216e-05 2.75463e-05 3.94536e-05 4.06973e-05 5.63796e-05 3.06882e-05
threshold=0.09550500000000002 0.073745000000000019 0.084685000000000024 -0.22384499999999996 0.0016850000000000001 0.094485000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00011517847387722269 0.00015396749722720239 0.00023424015457197789 0.000148801098047277 -0.00066064297044927326 7.3668402783478635e-05 -0.00022384130501303557
leaf_weight=0.0012714257008475372 0.0019108196158651213 0.0011552448425726771 0.0018679670545579726 0.0013277646477084836 0.0011138244740533415 0.0011574638910839888
leaf_count=128 389 623 1285 865 269 351
internal_value=0 -4.55062e-05 -9.34661e-05 -0.000186383 -0.000292914 -0.000457208
internal_weight=0 0.00789369 0.00673845 0.00487048 0.00359905 0.00248523
internal_count=3910 3521 2898 1613 1485 1216
is_linear=0
shrinkage=0.00196078


Tree=8646
num_leaves=6
num_cat=0
split_feature=133 160 42 12 0
split_gain=8.05685e-06 3.37104e-05 1.94548e-05 2.7386e-05 3.71439e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0081170739406431578 -0.013853976914859213 -0.0079472807892135428 0.011929794473815591 -0.011708798558719296 0.014026699316712611
leaf_weight=0.001069734939834221 0.0016481831682726112 0.0013644800186575958 0.0015519990086755101 0.0015806050440972498 0.001763419117294121
leaf_count=604 1086 164 685 766 605
internal_value=0 -0.00112975 0.00222012 -0.000980342 0.00444101
internal_weight=0 0.00790869 0.0062605 0.0047085 0.0031279
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=8
num_cat=0
split_feature=11 3 16 1 3 15 4
split_gain=2.79487e-05 3.39091e-05 2.58247e-05 2.71824e-05 4.40683e-05 3.28372e-05 2.68914e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.25582999999999995 0.088010000000000019 -0.015064999999999997 -0.074174999999999977 -0.082054999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00034943501932182365 -0.00031365852499400023 -0.0002321327993762596 0.00011172060756381009 0.00049738941322927382 0.00021235458046316521 -0.00024828575037877344 -0.000282719141093953
leaf_weight=0.0011256799689835836 0.0010046099825802108 0.0016535159441659463 0.0012136446970884497 0.001035354991999781 0.0013833343894912862 0.0010440180789184994 0.0014687093856215715
leaf_count=222 304 424 502 627 234 177 1420
internal_value=0 3.13069e-05 -1.46131e-05 4.39172e-05 0.000158696 1.42306e-05 -0.000104253
internal_weight=0 0.00892426 0.00779858 0.00614506 0.00346271 0.00242735 0.00268235
internal_count=3910 3606 3384 2960 1038 411 1922
is_linear=0
shrinkage=0.00196078


Tree=8648
num_leaves=8
num_cat=0
split_feature=133 160 42 43 4 4 16
split_gain=1.36935e-05 3.47656e-05 2.85944e-05 5.75965e-05 3.35652e-05 4.65741e-05 7.50233e-06
threshold=0.099765000000000006 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 -1.0000000180025095e-35 0.24280000000000004 -0.018539999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00019493866159022566 -0.00021321224397893154 -0.00028723760415222551 0.0004299689430270213 0.00031190108522674136 -0.00045775843033368931 0.00010039111429107404 7.3085826216183898e-05
leaf_weight=0.0012667085320387395 0.0010644756059476788 0.0011971848271375525 0.0017429416581630349 0.0010122342018067784 0.001052776912742622 0.0012659501974386029 0.0010107472158824712
leaf_count=786 608 376 899 364 233 269 375
internal_value=0 2.26196e-05 7.30805e-05 0.000128877 8.00627e-06 -0.000153027 0.000192581
internal_weight=0 0.00854854 0.00735136 0.00608465 0.00434171 0.00231873 0.00202298
internal_count=3910 3302 2926 2140 1241 502 739
is_linear=0
shrinkage=0.00196078


Tree=8649
num_leaves=8
num_cat=0
split_feature=50 160 13 2 48 15 16
split_gain=1.67652e-05 3.14306e-05 3.33425e-05 2.82382e-05 5.81516e-05 5.77161e-05 5.22896e-05
threshold=0.086465000000000014 -0.026849999999999995 0.076210000000000014 0.113945 0.08784500000000002 -0.064869999999999983 -0.089559999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00026444729719513445 -0.00024785613147840202 -0.00053535657451815046 0.0002410473939425702 -0.00038477418422833186 0.00035530783404259645 0.00034041484357805391 -0.00022795327516433693
leaf_weight=0.0016302209840864798 0.0010121693594271368 0.0010822864385434164 0.0013486462336394249 0.0010954032726714297 0.0011195211873189482 0.0010522274954768837 0.0015231835888695642
leaf_count=804 715 394 322 325 253 282 815
internal_value=0 1.85344e-05 -3.69811e-05 -0.00010083 -3.57227e-05 -0.000155407 4.26307e-06
internal_weight=0 0.00885149 0.00722127 0.00587262 0.00477722 0.0036577 0.00257541
internal_count=3910 3195 2391 2069 1744 1491 1097
is_linear=0
shrinkage=0.00196078


Tree=8650
num_leaves=7
num_cat=0
split_feature=131 159 15 48 16 52
split_gain=8.73477e-06 2.20289e-05 3.68395e-05 3.21023e-05 5.23751e-05 6.26985e-05
threshold=0.08103500000000001 0.073745000000000019 -0.11739999999999999 0.016865000000000002 -0.15168999999999996 0.086635000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.017707717003352802 -0.0088491689866181111 0.014835478291771745 0.016298619948389152 0.013000918381128244 -0.023215443888492227 0.0059554370817941939
leaf_weight=0.0011030043004760437 0.0010002436371134424 0.0010141755079123415 0.0010544036740792384 0.0018769800003878515 0.0015849451270644934 0.0013769208881418485
leaf_count=358 634 554 198 372 1194 600
internal_value=0 0.00106197 -0.000934634 0.00220468 -0.00284087 -0.0096544
internal_weight=0 0.00801043 0.00699625 0.00589325 0.00401627 0.00296187
internal_count=3910 3276 2722 2364 1992 1794
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 4
split_gain=1.86583e-05 3.54e-05 5.51231e-05 4.9919e-05 4.2623e-05 7.29854e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 -0.07125999999999999 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00020642305933352216 -0.00025937853743920089 -0.00028353001469318888 4.7095726835063689e-05 0.00053964837295252378 -0.00058841103316018559 4.5703810058581966e-05
leaf_weight=0.0014256331662194943 0.0010101097911130183 0.0012503175947054272 0.0017638400632110285 0.0014344094552038262 0.0011614815013571414 0.0017482197219118862
leaf_count=532 715 622 671 460 496 414
internal_value=0 2.20174e-05 7.27279e-05 0.000268005 -7.13312e-05 -0.000207419
internal_weight=0 0.0087839 0.00753358 0.00319825 0.00433533 0.0029097
internal_count=3910 3195 2573 1131 1442 910
is_linear=0
shrinkage=0.00196078


Tree=8652
num_leaves=8
num_cat=0
split_feature=4 16 151 47 42 4 3
split_gain=1.00976e-05 2.25941e-05 2.10235e-05 3.58603e-05 3.38609e-05 3.4189e-05 5.12138e-05
threshold=0.28937500000000005 -0.27337499999999998 -0.0074049999999999993 0.09550500000000002 0.084685000000000024 -0.029114999999999999 -0.032959999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.014525155902702432 0.008601029526452416 0.01271836936955789 -0.019216146525919301 0.014051635775468491 0.0090486990862830054 -0.024462355112836363 0.012529340299775158
leaf_weight=0.0011144643165901221 0.0011754272828629368 0.0012210436160941416 0.0010069208893039019 0.0011341721269219306 0.0011234088106477479 0.0012032006875007497 0.0010260054499314115
leaf_count=226 426 554 782 237 1096 429 160
internal_value=0 -0.00133894 0.000849615 -0.00178836 -0.00590928 -0.0111019 -0.00319439
internal_weight=0 0.00782922 0.00671475 0.00549371 0.00435954 0.00323613 0.00203293
internal_count=3910 3484 3258 2704 2467 1371 942
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=7
num_cat=0
split_feature=4 42 0 4 4 2
split_gain=8.18955e-06 2.01663e-05 1.89023e-05 3.25054e-05 3.38149e-05 3.90102e-05
threshold=0.28937500000000005 0.092145000000000019 -0.017269999999999997 0.080255000000000007 0.0057500000000000008 0.087005000000000013
decision_type=2 2 2 2 2 2
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leaf_value=0.0081458282299248768 0.0077466781655329822 -0.013211405101160213 0.011226155067891815 -0.01677354654427108 0.016828651875687047 -0.014960071414459878
leaf_weight=0.0014641579863810708 0.001174601193505335 0.0011871374830779288 0.0014074498754575717 0.0011383774001432218 0.0011544709983618085 0.0014586079683367192
leaf_count=1031 426 702 288 226 267 970
internal_value=0 -0.00120919 0.000942119 -0.00183306 0.00233837 -0.00338518
internal_weight=0 0.0078102 0.00662306 0.00521561 0.00407724 0.00292277
internal_count=3910 3484 2782 2494 2268 2001
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=7
num_cat=0
split_feature=133 160 42 47 52 4
split_gain=1.92435e-05 3.38176e-05 2.31399e-05 3.39646e-05 6.88123e-05 4.9896e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.09550500000000002 -0.068164999999999989 -0.038174999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.00022853395137901577 -0.00027661305434251821 0.00024296913682190463 0.00022202464693230466 0.00027406227247602806 -3.3946580850253302e-05 -0.00056093374682497394
leaf_weight=0.001170151591799686 0.0018237618110610457 0.0013375889580080668 0.0017021881486267744 0.0010438445537381191 0.0013743092726928533 0.0013887960916161577
leaf_count=604 1086 538 685 138 508 351
internal_value=0 -3.93465e-05 2.38542e-05 -4.1715e-05 -0.000122097 -0.000298822
internal_weight=0 0.00867049 0.00684673 0.00514454 0.00410069 0.00276311
internal_count=3910 3306 2220 1535 1397 859
is_linear=0
shrinkage=0.00196078


Tree=8655
num_leaves=7
num_cat=0
split_feature=11 13 16 12 52 1
split_gain=2.67811e-05 2.40546e-05 3.11846e-05 3.71581e-05 5.57725e-05 1.75231e-05
threshold=1.0000000180025095e-35 -0.091229999999999992 -0.19424999999999998 0.086935000000000012 -0.069134999999999988 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00022425247722758897 -0.0003057947618554371 -0.00027280253409453297 -0.0001396820318789398 -0.00020668109226338561 0.00049956187146938497 0.00015669429597950138
leaf_weight=0.0019568133100233706 0.0010023132075772058 0.0014939821235039792 0.0015256813961055829 0.0015718532434453405 0.0012580715832296399 0.001052540324454902
leaf_count=489 304 343 475 1587 568 144
internal_value=0 3.23613e-05 -2.20415e-05 4.72304e-05 0.000151266 0.000343377
internal_weight=0 0.00885894 0.00690213 0.00540815 0.00383629 0.00231061
internal_count=3910 3606 3117 2774 1187 712
is_linear=0
shrinkage=0.00196078


Tree=8656
num_leaves=7
num_cat=0
split_feature=4 13 0 4 4 48
split_gain=8.05138e-06 1.73433e-05 2.22894e-05 3.12156e-05 3.09771e-05 2.29791e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 0.055260000000000011 -0.034289999999999994 0.085090000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.012200695244122695 0.0061364897116232874 -0.0082655643525432459 0.013182162463948634 -0.017557541309239946 0.02021962681904009 -0.00040901165824776015
leaf_weight=0.001252131686441514 0.0017088425457370679 0.0016746841686128095 0.0011612873099368605 0.001044611461085026 0.0010748305939452074 0.0010852080734613293
leaf_count=214 534 1450 308 322 711 371
internal_value=0 -0.00148953 0.000730731 -0.00223272 0.00194189 0.00985575
internal_weight=0 0.00729275 0.00604062 0.00487933 0.00383472 0.00216004
internal_count=3910 3376 3162 2854 2532 1082
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=8
num_cat=0
split_feature=12 160 133 4 43 2 2
split_gain=1.0475e-05 1.92257e-05 5.76761e-05 5.69661e-05 3.85866e-05 3.56435e-05 4.67578e-05
threshold=0.10595000000000002 -1.0000000180025095e-35 -0.0023199999999999996 -0.0025899999999999994 -0.075819999999999985 0.086545000000000025 0.10796500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=-0.00015945037923636746 -0.00019192070526774388 -0.00036555793211979674 0.00010570598378780725 -0.00028825673767062188 0.00062670012498604994 0.00042756237749313802 -0.00014242799255805228
leaf_weight=0.0018404348417785862 0.0010267835180886977 0.0010045510838211655 0.001001061463981015 0.0011890564758509246 0.0012037823336648005 0.0010691136940150468 0.0011469092725250839
leaf_count=1123 391 760 491 211 524 161 249
internal_value=0 1.7807e-05 6.71277e-05 0.000144607 0.000390154 -1.43881e-05 0.000132562
internal_weight=0 0.00845491 0.00661447 0.00560992 0.00220484 0.00340508 0.00221602
internal_count=3910 3519 2396 1636 1015 621 410
is_linear=0
shrinkage=0.00196078


Tree=8658
num_leaves=8
num_cat=0
split_feature=1 52 0 16 0 151 15
split_gain=1.11525e-05 2.45113e-05 3.48583e-05 5.47695e-05 3.75347e-05 4.01468e-05 3.52241e-05
threshold=0.12864500000000004 0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.10071499999999999 -0.0088999999999999982 -0.092459999999999987
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=-0.00031015501349483215 0.00017743445398299231 -0.00031309592406920472 0.00048768736833154576 -8.6757449947160039e-05 -0.00038912283450140791 -4.6183597547416944e-05 0.00042158227515497968
leaf_weight=0.0010599427862169573 0.0011286723761323786 0.0010325572512903799 0.0012512332648860567 0.0013022645782407331 0.0012002166586372771 0.0015269190119194362 0.001040828117460682
leaf_count=193 331 580 520 421 1465 211 189
internal_value=0 -3.01359e-05 9.44635e-06 0.000194725 -8.85482e-05 1.08966e-05 0.000143424
internal_weight=0 0.00841396 0.0073814 0.0025535 0.00482791 0.00362769 0.00256775
internal_count=3910 3579 2999 941 2058 593 400
is_linear=0
shrinkage=0.00196078


Tree=8659
num_leaves=7
num_cat=0
split_feature=133 160 4 2 13 0
split_gain=8.28677e-06 3.42696e-05 1.69375e-05 2.78132e-05 5.18754e-05 2.72867e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.25367000000000006 0.10113500000000002 -0.070604999999999987 -0.07773999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0082125212157179404 -0.013970171224374897 0.023352429059933733 0.013164075321917752 -0.010732264229389242 -0.012930257995249619 0.0086045792214354787
leaf_weight=0.0010707321190620454 0.0016532088994539052 0.0010572006286921056 0.0011527915507840228 0.0016950444954011304 0.0013116928225264046 0.001067045524268525
leaf_count=604 1086 506 338 484 539 353
internal_value=0 -0.00115947 0.00221092 -0.000249954 0.00492126 -0.00327024
internal_weight=0 0.00793698 0.00628378 0.00513098 0.00343594 0.00237874
internal_count=3910 3306 2220 1882 1398 892
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=7
num_cat=0
split_feature=3 4 47 150 15 4
split_gain=8.20842e-06 2.04954e-05 2.6429e-05 2.66305e-05 3.62419e-05 6.09624e-05
threshold=0.13772500000000001 -0.23071499999999998 0.09252500000000001 0.086420000000000011 0.079360000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.014171405767095427 0.0074308632856801282 0.033358885589393594 -0.010911930720785841 -0.0090557801744006391 -0.0033916027115364028 0.0011412461281535924
leaf_weight=0.0010610354188746677 0.0012637951002737388 0.0010890125537668612 0.0014963391974532874 0.0011748952944998139 0.0016319431781303246 0.0012748818235468438
leaf_count=276 239 652 345 342 1380 676
internal_value=0 -0.00126235 0.000792065 0.00417904 0.00807047 0.0159835
internal_weight=0 0.00772811 0.00666707 0.00517073 0.00399584 0.00236389
internal_count=3910 3671 3395 3050 2708 1328
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=7
num_cat=0
split_feature=43 16 133 42 15 3
split_gain=8.63742e-06 2.59076e-05 3.36743e-05 2.96353e-05 2.19971e-05 5.73451e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 -0.10469999999999999 0.0039000000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0076552054785378248 -0.0089068832491146291 -0.013111223436420464 0.017760401351943771 -0.016942904374114102 0.023639621521770352 -0.0051125259333425445
leaf_weight=0.0012562034089631142 0.0012768307486977835 0.0014941256885852511 0.0010629431133228583 0.0010320089910028502 0.0011904032680233444 0.0016623830774063412
leaf_count=275 310 563 1053 777 682 250
internal_value=0 -0.00128618 0.00155227 -0.0017855 0.00200239 0.0068851
internal_weight=0 0.00771869 0.00622457 0.00516163 0.00412962 0.00285279
internal_count=3910 3635 3072 2019 1242 932
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=8
num_cat=0
split_feature=4 16 52 16 15 15 150
split_gain=1.21355e-05 1.74674e-05 3.39276e-05 4.1109e-05 4.34204e-05 5.15449e-05 1.80244e-05
threshold=0.25367000000000006 -0.19424999999999998 0.10433000000000002 0.26760500000000004 -0.0063699999999999989 0.079360000000000014 0.083435000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00026317878570228913 0.00014035730519756278 -0.00037387095742039513 0.00031096615076076919 -0.00039973033105124468 0.00051054243459689895 -7.0167270667423364e-05 -2.4977073424511221e-06
leaf_weight=0.001128497903162713 0.00181664072634508 0.0010094718570006042 0.0011248598846397466 0.0011106312923046171 0.0011103354186560686 0.0012483908646493359 0.0010003978293444504
leaf_count=163 534 681 562 415 223 1033 299
internal_value=0 -3.77351e-05 7.88389e-07 -6.28897e-05 2.27456e-05 0.000203193 -0.000189023
internal_weight=0 0.00773259 0.00660409 0.00547923 0.0043686 0.00235873 0.00200987
internal_count=3910 3376 3213 2651 2236 1256 980
is_linear=0
shrinkage=0.00196078


Tree=8663
num_leaves=8
num_cat=0
split_feature=156 15 151 12 43 2 2
split_gain=1.34878e-05 2.81836e-05 3.06539e-05 5.27236e-05 7.00273e-05 4.27355e-05 1.84197e-05
threshold=0.083820000000000019 -0.11739999999999999 -0.024429999999999997 0.088325000000000015 -1.0000000180025095e-35 0.088585000000000011 0.086650000000000019
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=-0.00023138690497700033 -0.00021443150941765824 0.00035322265957907553 -0.00056288372230597168 0.00049696799999480578 -0.00015232867375836962 1.5693128492511921e-06 0.00019898490515646153
leaf_weight=0.001411643392488629 0.001033831314272606 0.0012324756376384935 0.0010733295509629407 0.0011870707771870399 0.0010336485578947246 0.0015354291052626279 0.0012897279816130656
leaf_count=530 559 425 710 595 169 718 204
internal_value=0 2.2374e-05 7.11003e-05 1.42777e-05 -0.000148667 0.000217574 4.26888e-05
internal_weight=0 0.00876333 0.00735168 0.00611921 0.00339671 0.0027225 0.00232338
internal_count=3910 3351 2821 2396 1083 1313 373
is_linear=0
shrinkage=0.00196078


Tree=8664
num_leaves=7
num_cat=0
split_feature=1 4 16 51 0 15
split_gain=1.01678e-05 2.93695e-05 2.34418e-05 3.5423e-05 3.08941e-05 1.96636e-05
threshold=0.085990000000000011 -0.15333499999999997 -0.055679999999999993 -0.086059999999999984 -0.15713499999999997 0.084955000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.0068145884248129703 -0.002099671075539144 -0.019953650819033442 0.008061098215606485 -0.017920494251699854 0.017608325303814929 -0.00099965838843803982
leaf_weight=0.0014849862107474154 0.0015245960821940797 0.0012088005403159681 0.0010112348359014366 0.0010907843516740044 0.0016630529572065631 0.0010002638237153636
leaf_count=166 195 1278 277 522 707 765
internal_value=0 -0.00406067 0.00277649 -0.00542133 0.00818234 -0.0113713
internal_weight=0 0.00369405 0.00528967 0.00210202 0.00318765 0.00220906
internal_count=3910 2209 1701 799 902 2043
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=7
num_cat=0
split_feature=11 13 15 16 12 52
split_gain=2.77292e-05 3.291e-05 3.02601e-05 5.17093e-05 4.00048e-05 3.27867e-05
threshold=1.0000000180025095e-35 -0.091229999999999992 -0.106555 -0.19424999999999998 0.086935000000000012 -0.023079999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00025457319037533883 -0.00031356481458169946 0.00025940908162241331 -0.00048778829086261807 -6.9057012768381567e-05 -0.00026539012306095374 0.00032720769541894008
leaf_weight=0.0019593257464292722 0.0010038999131389741 0.0011350292774969049 0.0010353738394047731 0.0016834961739100526 0.0015281023263705815 0.0015344525504935669
leaf_count=489 304 428 159 477 1514 539
internal_value=0 3.02474e-05 -3.33006e-05 -9.07664e-05 -4.15415e-06 0.000119899
internal_weight=0 0.00887578 0.00691645 0.00578142 0.00474605 0.00321795
internal_count=3910 3606 3117 2689 2530 1016
is_linear=0
shrinkage=0.00196078


Tree=8666
num_leaves=8
num_cat=0
split_feature=2 12 3 3 12 43 2
split_gain=9.31497e-06 2.55567e-05 3.65533e-05 1.98609e-05 3.32421e-05 2.03488e-05 2.48845e-05
threshold=0.10274500000000002 0.091555000000000011 0.12046500000000002 -0.078884999999999997 0.089745000000000005 -0.073139999999999983 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=-0.022319529430586224 0.022004271237427608 -0.0089704281033809157 -0.003648730766106896 0.014122933568398997 0.0020477497316305116 0.0086634790751077169 -0.011524190485268157
leaf_weight=0.001090194506159461 0.0012078479986734124 0.0010081758426234949 0.001028381449279402 0.0010221089194220922 0.0011508619758143713 0.0010899452498841211 0.0013883962254127487
leaf_count=1253 393 411 207 327 589 330 400
internal_value=0 0.00424785 0.0102071 -0.00245549 -0.00980607 0.0022505 -0.00264589
internal_weight=0 0.00324441 0.00223623 0.00574151 0.00224106 0.00350045 0.00247834
internal_count=3910 1011 600 2899 1842 1057 730
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=8
num_cat=0
split_feature=13 48 0 3 15 15 0
split_gain=1.18714e-05 2.44749e-05 4.10277e-05 2.57116e-05 3.8527e-05 2.99247e-05 2.53782e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.17106499999999999 -0.074234999999999982 -0.021529999999999997 0.085120000000000015 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5
right_child=1 -3 3 6 5 -7 -8
leaf_value=0.00017853667646726857 0.00031609205741798239 -0.00031757886455153524 0.00034257464994323698 2.5876884211433417e-06 -0.00030678895602226759 0.00013124472050210642 -0.00040913846368630634
leaf_weight=0.0011940309270673183 0.0013593297323586688 0.0010036801799454343 0.0011264778661918304 0.001053791221710862 0.0012514257862578611 0.0011512259765881518 0.0012683433349623681
leaf_count=210 182 172 819 190 673 909 755
internal_value=0 -3.07031e-05 9.2286e-06 -6.206e-05 4.33737e-05 -9.6906e-05 -0.000222296
internal_weight=0 0.00821427 0.00721059 0.00585126 0.00352913 0.00240265 0.00232213
internal_count=3910 3700 3528 3346 2401 1582 945
is_linear=0
shrinkage=0.00196078


Tree=8668
num_leaves=7
num_cat=0
split_feature=150 15 16 2 3 1
split_gain=9.75889e-06 2.52628e-05 3.44936e-05 2.65248e-05 8.15633e-05 2.32063e-05
threshold=0.084800000000000014 -0.038029999999999987 -0.055679999999999993 0.106035 -0.089974999999999986 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00037714173173769507 0.007336267344514355 -0.015436959811194785 -0.022375600482424516 -0.010446437535139338 0.027461052258612798 0.0073452601260327868
leaf_weight=0.0019325349596678101 0.0014967098419771422 0.0010489308899400114 0.0011292987400842083 0.0010620799025462639 0.0012446915567018667 0.0010635229805822214
leaf_count=720 458 464 711 266 773 518
internal_value=0 -0.00150947 -0.00849085 0.00332754 0.00768513 0.0181926
internal_weight=0 0.00748106 0.00306183 0.00441923 0.00335715 0.00230821
internal_count=3910 3452 1431 2021 1755 1291
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=7
num_cat=0
split_feature=3 4 47 13 15 48
split_gain=9.67687e-06 1.70193e-05 2.45868e-05 2.50385e-05 2.36711e-05 4.24201e-05
threshold=0.13772500000000001 -0.23071499999999998 0.09252500000000001 -0.014114999999999997 0.024640000000000006 0.084795000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.013184488782485827 0.0080999727364090123 -0.0058134609904702504 -0.010768181451005783 0.027811147947688186 -0.0027109321481031019 4.4475434363399731e-05
leaf_weight=0.001050994867585928 0.001258169348819135 0.0017783824578288358 0.0014976844753214003 0.0011850531797310141 0.0011613562361995899 0.0010270519979020051
leaf_count=276 239 1810 345 451 583 206
internal_value=0 -0.00135935 0.000509677 0.00378825 0.00884996 0.0149194
internal_weight=0 0.00770052 0.00664953 0.00515184 0.00337346 0.00221211
internal_count=3910 3671 3395 3050 1240 657
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=7
num_cat=0
split_feature=52 160 2 16 12 0
split_gain=9.09582e-06 1.8863e-05 2.46338e-05 5.84903e-05 3.88196e-05 1.86733e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 0.088375000000000023 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0061072352422390551 -0.014399494275906402 0.013309480739579159 0.011556928820149408 -0.0018387111118618787 -0.027889992935978294 0.010546336195772808
leaf_weight=0.0010520097978017969 0.0010539098256332688 0.0012535074560155101 0.0014025870413444663 0.0012762878057223307 0.001036545786895992 0.0018703139402232488
leaf_count=128 924 265 315 537 679 1062
internal_value=0 -0.00224788 0.000329478 -0.00408611 -0.0135141 0.0045512
internal_weight=0 0.00602284 0.00496893 0.00356634 0.00231283 0.00292232
internal_count=3910 2720 1796 1481 1216 1190
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=7
num_cat=0
split_feature=13 16 12 13 2 3
split_gain=8.79246e-06 1.96565e-05 3.8063e-05 2.39081e-05 1.61974e-05 9.44791e-06
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 -0.010739999999999998 0.097135000000000013 0.013395000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0081970020249219708 0.0097941573246697194 0.010825415727206258 -0.019189342402210232 -0.005093901219357373 -0.012226845660558048 0.008300068241491888
leaf_weight=0.0011352580124306001 0.0017785348742561124 0.0011537066885153324 0.0012306729152142147 0.0011012872458197875 0.0015203890460835268 0.0010092989183824522
leaf_count=210 1489 499 861 467 263 121
internal_value=0 -0.00122267 -0.00331598 0.000295237 -0.00435755 0.0013112
internal_weight=0 0.00779389 0.00664018 0.00540951 0.00363098 0.00211059
internal_count=3910 3700 3201 2340 851 588
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=6
num_cat=0
split_feature=2 15 42 3 0
split_gain=8.28867e-06 2.08624e-05 1.74757e-05 2.96537e-05 2.18727e-05
threshold=0.10274500000000002 -0.074174999999999977 -0.088669999999999985 -0.078884999999999997 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0093894278880110697 0.012982671140712169 -0.0032176796187745938 -0.015411991087890554 -0.0075417837624994601 0.0096763443524311935
leaf_weight=0.0010429732798344299 0.0014396948167649441 0.0017748843048258493 0.0017092100866982368 0.001463216113309515 0.0014881433860896504
leaf_count=387 478 533 1520 234 758
internal_value=0 0.00403788 -0.0023117 -0.00493026 0.00113999
internal_weight=0 0.00321458 0.00570354 0.00466057 0.00295136
internal_count=3910 1011 2899 2512 992
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=6
num_cat=0
split_feature=0 160 43 4 1
split_gain=8.96795e-06 1.80273e-05 2.36622e-05 3.0033e-05 4.8998e-05
threshold=1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 -1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0094577627033063001 0.0066655604209639495 -0.013177571551922635 0.014028175793374781 -0.014764651228019156 0.013054638340350741
leaf_weight=0.001694118958673491 0.0016372784581939444 0.0011228878753570129 0.001881766217823851 0.0014473045386221913 0.0011254422714233158
leaf_count=1024 394 399 1316 485 292
internal_value=0 -0.00152629 0.000601511 0.00442721 -0.00259517
internal_weight=0 0.00727152 0.00614863 0.00445451 0.00257275
internal_count=3910 3516 3117 2093 777
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=6
num_cat=0
split_feature=150 15 43 13 16
split_gain=1.05739e-05 2.56156e-05 3.20646e-05 3.83441e-05 3.01876e-05
threshold=0.084800000000000014 -0.038029999999999987 -0.083899999999999988 -0.09547499999999999 -0.055679999999999993
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0010144213610261915 0.0076706103095948346 0.01579064925774467 0.010708220268900306 -0.012267498725405755 -0.021714283637633676
leaf_weight=0.0019136278557344878 0.001489038000867339 0.0014027113236669011 0.0012588891574402922 0.0017171817893266699 0.0011150301460003372
leaf_count=720 458 488 152 1381 711
internal_value=0 -0.00156446 0.00332619 -0.00254868 -0.00863528
internal_weight=0 0.00740744 0.00437878 0.00297607 0.00302866
internal_count=3910 3452 2021 1533 1431
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=7
num_cat=0
split_feature=50 133 3 0 49 13
split_gain=1.29508e-05 3.12038e-05 4.62476e-05 3.04698e-05 4.43921e-05 3.0599e-05
threshold=0.084340000000000012 0.090085000000000012 -0.100615 -0.10071499999999999 -0.006494999999999999 -0.0088749999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.00036173948700811274 -0.00021312191769569486 -0.0002702096705888383 -0.00015421891419949041 2.8582746355380844e-05 0.000306982654314507 -0.00041964634123147583
leaf_weight=0.0016320077733312129 0.0010012798695842864 0.00119981484591551 0.0014056947148424074 0.0012369411552131339 0.0018695466860361998 0.0011119303046591971
leaf_count=414 731 617 228 1101 309 510
internal_value=0 2.27097e-05 7.11445e-05 -1.31805e-05 0.00010904 -0.000183604
internal_weight=0 0.00845594 0.00725612 0.00562411 0.00327524 0.00234887
internal_count=3910 3179 2562 2148 537 1611
is_linear=0
shrinkage=0.00196078


Tree=8676
num_leaves=7
num_cat=0
split_feature=150 151 4 4 4 52
split_gain=9.4576e-06 4.0609e-05 3.30071e-05 5.00782e-05 3.11388e-05 3.1341e-05
threshold=0.084800000000000014 -1.0000000180025095e-35 0.15927500000000003 -0.0021099999999999995 -0.08422499999999998 0.09086000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00039207101484827985 0.00013290534192679816 -0.00031567911119436445 0.00025539534665666594 -0.0003640144229409878 0.00028731156731578495 0.00014741786405134323
leaf_weight=0.0010484959047418864 0.0015955921410071962 0.0011056341695778558 0.0017429482687825381 0.0014615997581809651 0.00146150194076321 0.0011424132081122912
leaf_count=407 458 635 427 601 1253 129
internal_value=0 -3.24887e-05 2.20405e-05 -5.66123e-05 6.45073e-05 -8.03424e-05
internal_weight=0 0.00796259 0.0069141 0.00517115 0.00370955 0.00224805
internal_count=3910 3452 3045 2618 2017 764
is_linear=0
shrinkage=0.00196078


Tree=8677
num_leaves=8
num_cat=0
split_feature=157 160 133 133 52 2 47
split_gain=1.31008e-05 4.53756e-05 5.90166e-05 3.01586e-05 5.96623e-05 3.91904e-05 1.03215e-05
threshold=-0.054834999999999988 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 0.048490000000000012 0.090815000000000021 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.000207656114329447 -0.00039211890447008493 -0.00039380731472490421 8.5137242712201447e-05 -0.00016335648028128889 0.00053396970367804836 -0.0001917161783364027 0.0003608899897625294
leaf_weight=0.0010038367609068099 0.0011458471100793798 0.0010891282589631165 0.0010770610865823418 0.0013129791215536453 0.0012872708580909057 0.0015635009527520559 0.0010124187048955223
leaf_count=590 812 845 335 570 209 464 85
internal_value=0 -2.92186e-05 2.74155e-05 0.00010078 0.00017098 4.30666e-05 0.000218748
internal_weight=0 0.00848821 0.00734236 0.00625323 0.00494025 0.00365298 0.00208948
internal_count=3910 3320 2508 1663 1093 884 420
is_linear=0
shrinkage=0.00196078


Tree=8678
num_leaves=6
num_cat=0
split_feature=150 15 15 43 13
split_gain=8.67344e-06 2.09733e-05 2.70915e-05 2.63049e-05 3.12528e-05
threshold=0.084800000000000014 -0.038029999999999987 -0.106555 -0.083899999999999988 -0.09547499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00050297900455956038 0.0069258563653054718 0.014278108020074898 -0.018546610372153067 0.0096354537704697266 -0.011082172368324192
leaf_weight=0.0017092556180755229 0.0014938497174471757 0.0014047617979668072 0.0013254925079871404 0.0012619877421487348 0.0017212289777242835
leaf_count=627 458 488 804 152 1381
internal_value=0 -0.00142555 -0.00781735 0.00299505 -0.00231801
internal_weight=0 0.00742273 0.00303475 0.00438798 0.00298322
internal_count=3910 3452 1431 2021 1533
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=7
num_cat=0
split_feature=42 133 43 52 16 2
split_gain=8.46108e-06 1.36111e-05 3.9104e-05 3.58956e-05 3.68924e-05 2.36633e-05
threshold=-1.0000000180025095e-35 0.087330000000000019 -0.074254999999999988 -0.074484999999999982 -0.19424999999999998 0.089785000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.0069898101198508922 0.016685877093447137 -0.0089592136075724426 -0.017315339410319642 -0.010363452507334855 0.001520371827852909 0.021509865125531161
leaf_weight=0.0014582416279076528 0.0015912879257044621 0.0010946036214413025 0.0010943350802142529 0.001281485060884999 0.0012934137392880188 0.0010923500564536846
leaf_count=1060 704 799 345 278 458 266
internal_value=0 0.00133987 0.0031144 -0.00142109 0.00332188 0.0106728
internal_weight=0 0.00744748 0.00635287 0.00476158 0.00366725 0.00238576
internal_count=3910 2850 2051 1347 1002 724
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=8
num_cat=0
split_feature=150 160 0 133 15 43 47
split_gain=1.39776e-05 4.32668e-05 3.15248e-05 4.34545e-05 2.55671e-05 2.45205e-05 2.3735e-05
threshold=0.084800000000000014 1.0000000180025095e-35 -0.077944999999999987 1.0000000180025095e-35 -0.0089749999999999986 -0.074254999999999988 0.09023500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00044789572373780397 0.00016241349780995898 -0.00041677832381219567 0.00053958913711720327 -0.00016703057898814658 8.6863799209996236e-05 0.00011440376454494418 -4.7549667475832047e-05
leaf_weight=0.0010585023819066727 0.001635739935872964 0.0010060980606895328 0.0010467742252032331 0.0010141479344277565 0.0016627979357144388 0.0010391506318120003 0.0012320333445509772
leaf_count=552 458 564 194 419 1031 458 234
internal_value=0 -3.63853e-05 1.7874e-05 0.000165905 -9.82069e-05 0.000327773 -0.000232558
internal_weight=0 0.0080595 0.00705341 0.00310007 0.00395333 0.00208592 0.00229054
internal_count=3910 3452 2888 1071 1817 652 786
is_linear=0
shrinkage=0.00196078


Tree=8681
num_leaves=7
num_cat=0
split_feature=52 4 160 13 3 1
split_gain=8.96094e-06 1.96679e-05 1.72946e-05 2.26503e-05 2.31828e-05 2.78256e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 -0.16277999999999995 -0.100615 0.087545000000000026
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-0.0051275151440490253 -0.01389182418790076 0.011529531512550043 -0.013197877583199652 0.016562816068277107 -0.012361295033633864 0.0074208118176417801
leaf_weight=0.001222630972997284 0.0010496659712596517 0.0016869041403848326 0.0010004897737475186 0.0010278904066776443 0.0012274088266646427 0.0016901982938326921
leaf_count=807 924 383 127 200 958 511
internal_value=0 0.00452999 -0.00223346 0.00024074 0.00364847 -0.000901327
internal_weight=0 0.00290954 0.00599565 0.00494599 0.0039455 0.00291761
internal_count=3910 1190 2720 1796 1669 1469
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=6
num_cat=0
split_feature=43 12 3 15 0
split_gain=9.12415e-06 2.39389e-05 3.34902e-05 1.91861e-05 2.9942e-05
threshold=-0.093039999999999984 0.092365000000000017 -0.018854999999999997 -0.074174999999999977 -0.18901999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0066492356052104797 0.015208454724281936 -0.0092243077450315306 -0.0056831650946842791 -0.010110373494278565 0.017603705815576905
leaf_weight=0.0016837896895076539 0.0019469125631294622 0.0016089856668847855 0.0012321100048376353 0.0014215135885305322 0.0010005177139091135
leaf_count=602 1566 921 124 341 356
internal_value=0 0.00152652 0.00461485 -0.00102938 0.00475249
internal_weight=0 0.00721004 0.00560105 0.00365414 0.00223263
internal_count=3910 3308 2387 821 480
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=8
num_cat=0
split_feature=48 15 2 2 52 43 0
split_gain=1.89357e-05 4.25042e-05 3.32951e-05 3.46436e-05 3.4038e-05 6.4514e-05 2.3844e-05
threshold=0.091555000000000011 -0.094119999999999995 0.11260500000000001 0.10113500000000002 -0.087604999999999988 -0.0037249999999999996 -0.10071499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.00031871114377553239 -0.00011339805891843971 0.00045160577834832025 0.00025096452087221705 -0.00042421766203137612 -0.00029084447770045754 0.00038720497238292157 1.4249888269280926e-05
leaf_weight=0.0012639674709934304 0.001031074550260809 0.0010166446685739407 0.0012259643854144351 0.0010674458724695872 0.0014072206890759389 0.0015368483789695475 0.0011538951577823222
leaf_count=497 236 247 484 335 1391 186 534
internal_value=0 0.000167113 -4.51659e-05 -0.000101633 -3.74128e-05 4.93503e-05 0.000227267
internal_weight=0 0.00204772 0.00765534 0.00642938 0.00536193 0.00409796 0.00269074
internal_count=3910 483 3427 2943 2608 2111 720
is_linear=0
shrinkage=0.00196078


Tree=8684
num_leaves=7
num_cat=0
split_feature=48 2 2 0 15 52
split_gain=8.10341e-06 2.46549e-05 3.35233e-05 2.94033e-05 3.21273e-05 1.78447e-05
threshold=0.091555000000000011 0.11260500000000001 0.087005000000000013 -0.10575999999999998 -0.016339999999999997 0.089525000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=0.01669896902012102 0.0058323162136686285 0.011978922459274084 -0.019881782286365224 0.0074217891802314702 -0.016554852709991082 -0.0033204443920113857
leaf_weight=0.0010190080753644617 0.0018696969121535277 0.0011268461909233508 0.001469425933587318 0.0011958395239565389 0.0010491578438587322 0.0011675571642494761
leaf_count=169 483 484 928 448 966 432
internal_value=0 -0.0015752 -0.00416347 0.00261121 -0.00378325 -0.012549
internal_weight=0 0.00702783 0.00590099 0.00326401 0.002245 0.00263698
internal_count=3910 3427 2943 1583 1414 1360
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=2.80399e-05 4.22913e-05 2.53448e-05 3.25923e-05 6.92158e-05 7.44331e-05 6.04255e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00031584580358011395 -0.00031323316721323003 0.00023605395359218098 -0.00061398012475094566 -0.00040481767178306637 0.00036082612363153629 -0.0003543681547139839 0.00024521971219623837
leaf_weight=0.001628148768720087 0.0010179693826348245 0.0011268544936201465 0.0010039967368142199 0.0010148953321459618 0.0013478099833905827 0.0010607819469424153 0.0016534911827472713
leaf_count=804 715 220 592 359 126 822 272
internal_value=0 3.04264e-05 -3.40459e-05 -8.40976e-05 -1.98472e-05 -0.000157835 1.08911e-05
internal_weight=0 0.00883598 0.00720783 0.00608098 0.00506608 0.00371827 0.00271427
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=8686
num_leaves=6
num_cat=0
split_feature=0 1 2 1 3
split_gain=2.17738e-05 1.90499e-05 3.51896e-05 4.66755e-05 4.46794e-05
threshold=-1.0000000180025095e-35 0.076710000000000014 0.089910000000000004 0.11052000000000002 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.00020967855325046674 0.00019697041492740437 0.00015368976844145748 0.00043226618409024467 -7.0324478600056246e-05 -0.00033200532193873952
leaf_weight=0.0019848900714690568 0.0017725391908589997 0.0012254311566702487 0.0013556537960753145 0.0014926452586092318 0.0017945466771618068
leaf_count=1910 394 608 265 358 375
internal_value=0 -4.3628e-05 1.25371e-05 0.000168885 -0.000134922
internal_weight=0 0.00785317 0.00586828 0.0028483 0.00301998
internal_count=3910 3516 1606 623 983
is_linear=0
shrinkage=0.00196078


Tree=8687
num_leaves=7
num_cat=0
split_feature=50 4 151 4 13 13
split_gain=1.25391e-05 2.69307e-05 2.81908e-05 3.23105e-05 4.24134e-05 2.71723e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 -0.0021099999999999995 -0.062819999999999987 -0.070604999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00023689014401038507 -0.00021120163120866989 0.00031465535105082589 0.00028175020995458881 -0.00054966658299828353 -5.4768784021329509e-05 -8.7715791688324635e-05
leaf_weight=0.001340096920381448 0.0010038731658588559 0.0010492626421840538 0.0012738490078817956 0.0010144139610094719 0.0019372233177584622 0.0019170431418803176
leaf_count=454 731 396 655 341 361 972
internal_value=0 2.04732e-05 -2.07789e-05 -7.69938e-05 -0.000224854 5.97802e-05
internal_weight=0 0.00853189 0.00748263 0.00614253 0.00295164 0.00319089
internal_count=3910 3179 2783 2329 702 1627
is_linear=0
shrinkage=0.00196078


Tree=8688
num_leaves=7
num_cat=0
split_feature=4 1 2 1 4 15
split_gain=7.86117e-06 3.17221e-05 3.90889e-05 4.11346e-05 2.19667e-05 1.60077e-05
threshold=-0.082054999999999975 0.079355000000000023 0.089910000000000004 0.11052000000000002 -0.23071499999999998 -0.064869999999999983
decision_type=2 2 2 2 2 2
left_child=4 -2 5 -4 -1 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0026326926869515901 -0.01496061191933136 -0.013915801009671875 0.02558920098421065 -0.0011211334831719853 0.016228741679955232 0.0019724304890480172
leaf_weight=0.0016127721393307875 0.0014421285845750108 0.0013791316865216603 0.0010799502109993082 0.0012369534285007879 0.0010005336871182716 0.0011738921970263871
leaf_count=307 1499 407 201 360 646 490
internal_value=0 -0.00193331 0.00192446 0.011329 0.00458862 -0.00661032
internal_weight=0 0.00631206 0.00486993 0.0023169 0.00261331 0.00255302
internal_count=3910 2957 1458 561 953 897
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=6
num_cat=0
split_feature=0 160 43 15 4
split_gain=1.3684e-05 2.19777e-05 2.97938e-05 3.29679e-05 4.77951e-05
threshold=1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 -0.10469999999999999 -0.06272999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
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leaf_weight=0.0018009191230299419 0.0017429279259976163 0.0011841606651050302 0.0015213032261018724 0.0012239920407363259 0.001995963581881895
leaf_count=1024 394 399 387 975 731
internal_value=0 -3.97272e-05 4.76443e-06 8.63159e-05 0.000198702
internal_weight=0 0.00772634 0.00654218 0.00474126 0.00321996
internal_count=3910 3516 3117 2093 1706
is_linear=0
shrinkage=0.00196078


Tree=8690
num_leaves=7
num_cat=0
split_feature=0 160 43 52 15 16
split_gain=7.87108e-06 1.80074e-05 2.75598e-05 2.8446e-05 4.22772e-05 2.26761e-05
threshold=1.0000000180025095e-35 0.087825000000000014 -0.079374999999999987 -0.048794999999999991 -0.10469999999999999 -0.088504999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.010190731116115969 0.0062342069086972485 -0.013093179724961152 0.018563591105396522 -0.015259256255207146 -0.0020203657570597934 0.018352332716419308
leaf_weight=0.0016900096245409477 0.0016401287116536876 0.0011207736545300433 0.0011240494274994527 0.0011594839469060304 0.0010719889199575416 0.0011142307667982795
leaf_count=1024 394 399 391 310 447 945
internal_value=0 -0.00143402 0.000687368 0.00480037 0.000176364 0.0083628
internal_weight=0 0.00728054 0.00615976 0.00446975 0.0033457 0.00218622
internal_count=3910 3516 3117 2093 1702 1392
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=6
num_cat=0
split_feature=15 16 48 0 4
split_gain=7.69305e-06 3.8032e-05 2.75512e-05 2.50568e-05 3.41228e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.016865000000000002 -0.083424999999999985 -0.084009999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0077460626861501312 -0.018908814451942028 0.0067209021125787388 0.011731674626352532 0.0017995823521403669 -0.019681796303860369
leaf_weight=0.0011153922475971812 0.0010426080199377134 0.0018489453726529157 0.0019237190956158667 0.0016042968761046141 0.0013717549194214966
leaf_count=459 284 1083 567 460 1057
internal_value=0 -0.00113344 0.00161268 -0.00242175 -0.00810185
internal_weight=0 0.00779132 0.00674872 0.004825 0.00297605
internal_count=3910 3451 3167 2600 1517
is_linear=0
shrinkage=0.1


Tree=8692
num_leaves=7
num_cat=0
split_feature=4 2 2 43 0 0
split_gain=7.90944e-06 4.61251e-05 3.14304e-05 4.19338e-05 2.86709e-05 5.1668e-05
threshold=0.15927500000000003 0.10796500000000002 0.106285 0.0033500000000000005 -0.053834999999999994 -0.084794999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0064887237105564592 0.0205890268383188 -0.0079476220246364037 0.011449102535559544 -0.023627328757892141 -0.015184409298432728 0.019824789403072422
leaf_weight=0.0018966581057791004 0.0010404271720473165 0.0012432258002715475 0.0014134597042902612 0.0010127455506518 0.0010573824725577845 0.0012302340247160794
leaf_count=1003 287 323 534 500 258 1005
internal_value=0 0.00505361 -0.00177281 -0.00536884 -0.000949624 0.00386398
internal_weight=0 0.00228365 0.00661048 0.00519702 0.00418427 0.00312689
internal_count=3910 610 3300 2766 2266 2008
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=6
num_cat=0
split_feature=133 160 42 48 15
split_gain=8.3169e-06 2.85937e-05 1.5891e-05 2.6344e-05 3.38279e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.087945000000000009 -0.014614999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0082818568985452111 -0.012918570858665109 0.016098644339439153 0.010827027476270026 -0.012335300731024852 -0.0046143508185037107
leaf_weight=0.0010627453643723946 0.0016323290496182228 0.0013528330329266299 0.0015236260424479646 0.0014127807560856431 0.0018900862315508031
leaf_count=604 1086 434 685 289 812
internal_value=0 -0.00114711 0.00196243 -0.000938595 0.00402639
internal_weight=0 0.00781166 0.00617933 0.0046557 0.00324292
internal_count=3910 3306 2220 1535 1246
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=6
num_cat=0
split_feature=2 160 0 12 4
split_gain=9.07671e-06 3.73361e-05 2.98794e-05 3.81146e-05 2.92007e-05
threshold=0.086545000000000025 0.088785000000000017 -0.13506999999999997 0.086935000000000012 -0.0010999999999999996
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.0063205005980201193 -0.011716027992699525 0.019680905489290829 0.018099918312068249 -0.0049120130075109179 -0.013108970691795497
leaf_weight=0.0014080639553188949 0.0017617891126538135 0.0010212672146459783 0.0012393940240562351 0.0017167011818445693 0.0017164543554389722
leaf_count=1178 355 290 583 1072 432
internal_value=0 0.00234508 -0.00140756 0.00473614 -0.00435308
internal_weight=0 0.00573915 0.00471788 0.0029561 0.00312452
internal_count=3910 2300 2010 1655 1610
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=7
num_cat=0
split_feature=15 16 52 16 0 0
split_gain=9.2398e-06 3.22467e-05 2.44474e-05 4.20264e-05 3.81622e-05 4.05296e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.10433000000000002 0.15737500000000001 -0.077944999999999987 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0085215187614772047 -0.017690483663868616 0.0080435736118675896 0.015171760807903049 -0.01586490222979468 0.020280774605826644 -0.015013475980648491
leaf_weight=0.0011092740172516874 0.0010323268585564786 0.0017937091508460198 0.0010675035625654925 0.0014708684580227787 0.0010504318014945375 0.0013259139860801704
leaf_count=459 284 288 542 555 455 1327
internal_value=0 -0.00123719 0.00129472 -0.00133141 0.00379487 -0.00175622
internal_weight=0 0.00774075 0.00670843 0.00564092 0.00417005 0.00311962
internal_count=3910 3451 3167 2625 2070 1615
is_linear=0
shrinkage=0.1


Tree=8696
num_leaves=8
num_cat=0
split_feature=3 39 457 1 0 3 47
split_gain=1.87014e-05 4.12738e-05 2.3858e-05 2.54384e-05 2.77773e-05 5.96742e-05 2.54809e-05
threshold=0.15165000000000003 0.005105000000000001 0.082870000000000013 0.092550000000000007 -0.10071499999999999 -0.088024999999999978 0.09252500000000001
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=0.00022218096323063777 0.00024150413709937981 0.00033675720369618137 0.00016465543705613793 -0.00011662382233892266 0.00012396170304256122 -0.00049270084430226113 -0.00050184437683031759
leaf_weight=0.0011694628564311626 0.0010487381291246515 0.0010083130304626891 0.0012273334893223844 0.0015802187190037435 0.0013830626800105017 0.0010701480409049883 0.0011338648136856192
leaf_count=297 209 425 225 496 538 1529 191
internal_value=0 -3.5889e-05 -8.55637e-05 -0.000134027 -2.64953e-05 -0.000145041 -0.000277558
internal_weight=0 0.0085724 0.00756409 0.00633676 0.00362267 0.00245321 0.00271408
internal_count=3910 3701 3276 3051 2364 2067 687
is_linear=0
shrinkage=0.00196078


Tree=8697
num_leaves=8
num_cat=0
split_feature=13 16 43 3 12 49 0
split_gain=9.09324e-06 2.04446e-05 3.10417e-05 2.66551e-05 3.22477e-05 5.96875e-05 9.36739e-06
threshold=-0.23438999999999996 0.24895000000000003 -0.093039999999999984 -0.089604999999999976 0.084100000000000022 -0.014989999999999998 -0.14136999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.0083537993399118646 -0.017839332569651194 0.01117289941543659 0.013805422579338833 -0.017651894549121468 -0.018797500300802988 0.0047440682643089156 0.018049243934436628
leaf_weight=0.0011316011588489586 0.0012114199808858457 0.0011313249792322668 0.0010946863655758969 0.0010952429675107366 0.0010612424720868544 0.0011085500912928964 0.0010124020752191466
leaf_count=210 515 499 385 239 1539 160 363
internal_value=0 -0.00124536 -0.00337934 -0.00011859 -0.00368204 0.00130558 0.0110951
internal_weight=0 0.00771487 0.00658354 0.00537212 0.00427744 0.0032162 0.00212095
internal_count=3910 3700 3201 2686 2301 762 523
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=7
num_cat=0
split_feature=4 2 151 16 16 1
split_gain=9.97759e-06 3.85128e-05 2.41939e-05 5.35146e-05 2.54357e-05 4.2927e-05
threshold=0.15927500000000003 0.10796500000000002 -0.0074049999999999993 -0.091214999999999977 -0.055679999999999993 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.010713382114198439 0.019936943418411478 -0.0062210476609173369 -0.025604405049169256 0.011880789863960677 0.0057779782869248888 -0.018001823569709325
leaf_weight=0.0012197484346188068 0.0010341014695671737 0.0012351267489159293 0.0010115243275978835 0.0012637667883211002 0.0016780486502151065 0.001386242618983594
leaf_count=559 287 323 504 904 730 603
internal_value=0 0.00569931 -0.00199357 -0.00489628 -5.65193e-05 -0.00497967
internal_weight=0 0.00226923 0.00655933 0.00533958 0.00432806 0.00306429
internal_count=3910 610 3300 2741 2237 1333
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=6
num_cat=0
split_feature=150 15 4 16 2
split_gain=8.85309e-06 2.31006e-05 3.18451e-05 2.64026e-05 1.87862e-05
threshold=0.084800000000000014 -0.038029999999999987 -0.06272999999999998 -0.055679999999999993 0.088895000000000016
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0010298429621049636 0.0070720239175725902 0.0061575641965617113 0.015368902713967346 -0.020512184522183372 -0.010012318515489175
leaf_weight=0.0018905271315626364 0.0014686587325566007 0.0012960926540435808 0.0014419741511651303 0.0011005485689902148 0.0016122742210024279
leaf_count=720 458 990 499 711 532
internal_value=0 -0.00143322 0.00321808 -0.00819826 -0.00280633
internal_weight=0 0.00734142 0.00435034 0.00299108 0.00290837
internal_count=3910 3452 2021 1431 1522
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=7
num_cat=0
split_feature=4 13 0 52 1 52
split_gain=8.77764e-06 1.56813e-05 2.7533e-05 1.82253e-05 1.92454e-05 1.641e-05
threshold=0.28937500000000005 -0.014114999999999997 -0.06402999999999999 0.089525000000000007 0.092550000000000007 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.01403120932918259 0.0080937145845869692 -0.0038552581825705271 0.0051353415357165907 0.014016714761157886 -0.010057949664465007 0.014135477941506555
leaf_weight=0.001942220461302129 0.0011593442335461977 0.0010050579647268995 0.0012204517544241924 0.0010602941218986538 0.0013892358085893634 0.0010231181204004888
leaf_count=1806 426 307 252 302 364 453
internal_value=0 -0.00124441 -0.00663498 0.00256303 -0.00099062 0.00522021
internal_weight=0 0.00764038 0.00316267 0.00447771 0.00341741 0.00202818
internal_count=3910 3484 2058 1426 1124 760
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=7
num_cat=0
split_feature=4 151 15 13 1 52
split_gain=2.03357e-05 1.99786e-05 4.19577e-05 2.99848e-05 7.0272e-05 4.01646e-05
threshold=0.25367000000000006 -0.0074049999999999993 -0.075094999999999981 -0.0030249999999999995 0.079945000000000016 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.00016867493970122965 0.00018432277758465121 -0.00043508173367443563 0.00031624736439651743 0.00015973838958745491 -0.0004970091501898603 -0.00017619793490168876
leaf_weight=0.0013808876091235996 0.0018428556917467693 0.0011244532167253513 0.0016525487044870672 0.0012414054452297009 0.0012643650958752816 0.0010359669865131753
leaf_count=571 534 654 779 349 362 661
internal_value=0 -4.49801e-05 -9.16719e-05 -1.7331e-05 -0.000171644 0.000126493
internal_weight=0 0.00769963 0.00631874 0.00519429 0.00250577 0.00268852
internal_count=3910 3376 2805 2151 711 1440
is_linear=0
shrinkage=0.00196078


Tree=8702
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 13
split_gain=3.31948e-05 4.54553e-05 5.14747e-05 3.0171e-05 7.5064e-05 7.67862e-05 6.70296e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00032393454457574767 -0.00034559391998064694 0.00034750826907304299 -0.00064937153230511604 -0.0004189170532806171 0.00035196077086189728 -0.00039780483722111955 0.00023375054516092702
leaf_weight=0.0016456443424314538 0.0010079873335380853 0.0011265327693915647 0.0010175202399723038 0.001006631867534441 0.0013332978204535577 0.0010722935671117532 0.0016256091448263771
leaf_count=804 715 220 592 359 126 822 272
internal_value=0 2.9998e-05 -3.7354e-05 -0.000108954 -4.71519e-05 -0.000190375 -1.7264e-05
internal_weight=0 0.00882753 0.00718189 0.00605535 0.00504872 0.00371542 0.0026979
internal_count=3910 3195 2391 2171 1812 1686 1094
is_linear=0
shrinkage=0.00196078


Tree=8703
num_leaves=7
num_cat=0
split_feature=52 4 160 16 1 16
split_gain=9.4947e-06 1.79354e-05 1.53328e-05 2.26503e-05 2.64297e-05 3.2434e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 -0.055679999999999993 0.08844500000000001 -0.27337499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0045576734123104158 -0.013292314758869342 0.011425183268154329 -0.0066622934787788973 -0.010836656039623993 -0.0011680043296042975 0.023309532769763254
leaf_weight=0.0012132788765776739 0.0010464358460290438 0.00166646215009539 0.0013540685164143635 0.001375653529082573 0.0010757930327380712 0.0010896278121495578
leaf_count=807 924 383 953 260 284 299
internal_value=0 0.00469136 -0.00230512 4.36143e-05 0.00429636 0.011149
internal_weight=0 0.00287974 0.00594158 0.00489514 0.00351949 0.00216542
internal_count=3910 1190 2720 1796 1536 583
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=6
num_cat=0
split_feature=2 150 0 4 16
split_gain=9.42139e-06 3.49911e-05 3.62432e-05 2.6423e-05 2.22984e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 -0.0010999999999999996 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -4
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leaf_value=0.0057083645417295072 -0.014634069696454031 0.017798340212187038 0.015974795061895131 -0.012816310586177103 -0.0017880293044156611
leaf_weight=0.0014045715570566812 0.0014485146509385909 0.0011718638090083035 0.0010983873200134057 0.0017042404182694151 0.0019819369484020783
leaf_count=1178 301 327 685 432 987
internal_value=0 0.0023966 -0.00158869 -0.0044468 0.00454587
internal_weight=0 0.0057007 0.00452884 0.00310881 0.00308032
internal_count=3910 2300 1973 1610 1672
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=8
num_cat=0
split_feature=50 160 49 15 4 2 0
split_gain=2.61801e-05 3.77478e-05 3.78626e-05 2.80476e-05 4.97596e-05 4.93316e-05 5.50682e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 -0.064869999999999983 0.25367000000000006 0.10113500000000002 -0.076734999999999984
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=0.0003019520681101052 -0.00030165541086953936 0.00030426178258006673 -0.00047290480874324068 -0.0001389598975772997 8.7021177152361105e-05 -0.00030187437905051937 0.00045962078081925164
leaf_weight=0.0016321601226918763 0.0010026836055838885 0.001113936480779342 0.0015099879557207748 0.0010878503242483517 0.0010240241537809631 0.0011962322518171429 0.0012935181534772452
leaf_count=804 715 220 511 832 271 311 246
internal_value=0 3.26317e-05 -2.82044e-05 -8.88015e-05 -0.000246632 2.29898e-05 0.000186179
internal_weight=0 0.00885771 0.00722555 0.00611161 0.00253401 0.0035776 0.00238137
internal_count=3910 3195 2391 2171 782 1389 1078
is_linear=0
shrinkage=0.00196078


Tree=8706
num_leaves=8
num_cat=0
split_feature=13 16 1 15 47 48 16
split_gain=9.72808e-06 2.30977e-05 3.20977e-05 6.23794e-05 3.26056e-05 5.21764e-05 1.87814e-05
threshold=-0.23438999999999996 0.24895000000000003 1.0000000180025095e-35 0.083935000000000023 0.09252500000000001 0.086215000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
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leaf_value=0.0086514885043896799 -0.030699305221246087 0.011925561942363383 0.024498057599163951 0.0039251076537904555 -0.013775282615668159 -0.012490361304653403 0.006427810233930957
leaf_weight=0.0011287072024507641 0.0010673420899179583 0.0011283142485265856 0.0010279580567140601 0.0010152691054827762 0.0010966301177254001 0.0010459702605602082 0.0013058189132043373
leaf_count=210 911 499 485 851 207 190 557
internal_value=0 -0.00129047 -0.00356397 -0.01382 0.00120758 0.00606909 0.0143872
internal_weight=0 0.0076873 0.00655899 0.00208261 0.00447638 0.00337975 0.00233378
internal_count=3910 3700 3201 1762 1439 1232 1042
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=7
num_cat=0
split_feature=4 160 0 15 15 12
split_gain=9.97627e-06 1.58654e-05 2.95843e-05 3.14342e-05 4.5256e-05 3.22016e-05
threshold=0.25367000000000006 -0.026849999999999995 -0.14733499999999997 -0.053579999999999996 0.085120000000000015 0.085945000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0083061912138251825 0.0069086677918914338 -0.018354454435291406 0.013373392240317106 -0.0024030686149031965 0.008528742542640121 -0.027558053060089377
leaf_weight=0.0013054552620964032 0.0016821352086924812 0.0011376689362501647 0.0012267806624545047 0.0010327611741052193 0.0014060242661429246 0.0010032516904780293
leaf_count=929 534 183 650 319 921 374
internal_value=0 -0.0016549 -0.00389442 -0.000370891 -0.00526951 -0.0147983
internal_weight=0 0.00711194 0.00580649 0.00466882 0.00344204 0.00203601
internal_count=3910 3376 2447 2264 1614 693
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=7
num_cat=0
split_feature=50 160 12 151 4 12
split_gain=3.43766e-05 4.29277e-05 3.33935e-05 5.20673e-05 4.41274e-05 5.09398e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.0089849999999999982 -0.0088999999999999982 0.074650000000000008 0.086935000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.0003226730461347901 -0.00034863831262853397 -0.00035889441082811205 -0.00035790644136842853 0.00021687807669688825 0.00039124970920292369 -0.00024983628793071201
leaf_weight=0.0016262680354692171 0.0010003687790567572 0.0010189900750182711 0.0011242555583452244 0.001854834028358298 0.0014966476309043559 0.0017449747022075177
leaf_count=804 715 387 278 503 243 980
internal_value=0 3.48008e-05 -2.98645e-05 2.40325e-05 0.000108287 -9.35749e-06
internal_weight=0 0.00886597 0.0072397 0.00622071 0.00509646 0.00359981
internal_count=3910 3195 2391 2004 1726 1483
is_linear=0
shrinkage=0.00196078


Tree=8709
num_leaves=8
num_cat=0
split_feature=50 4 151 1 47 133 16
split_gain=2.94393e-05 3.9889e-05 2.4046e-05 3.95983e-05 4.33304e-05 3.32272e-05 3.37066e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 0.089845000000000022 -0.014099999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0002184607474070947 -0.00032443494110274084 0.00038662532163028797 -3.8231369374490982e-05 -0.00050846445816724419 -2.3746134990919959e-06 -0.00023450837653575773 0.00041625701692934162
leaf_weight=0.0013381567319743163 0.0010021029697331639 0.0010608422398080486 0.0012778620474422106 0.001299756352925409 0.0013019460651055698 0.0010218406675247494 0.0012324660659860883
leaf_count=454 731 396 819 467 171 479 393
internal_value=0 3.08278e-05 -1.96866e-05 -7.16405e-05 -0.000255207 6.35695e-05 0.000184903
internal_weight=0 0.00853287 0.00747203 0.00613387 0.0026017 0.00353217 0.00251033
internal_count=3910 3179 2783 2329 638 1691 1212
is_linear=0
shrinkage=0.00196078


Tree=8710
num_leaves=8
num_cat=0
split_feature=50 42 51 16 49 2 13
split_gain=2.26991e-05 2.73036e-05 2.9446e-05 3.43199e-05 4.69597e-05 3.53599e-05 2.74366e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.047309999999999998 0.099990000000000009 -0.037444999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=-0.00022923333025175161 -0.00028414009330558223 -0.00022483857416104143 0.00031012222905961668 8.5691236576321646e-05 -0.0004148132114609831 8.6160833341085118e-05 0.00048375847056160535
leaf_weight=0.0013407853083843464 0.0010066414417610808 0.0010641565772506259 0.001189995590518589 0.001266659486345995 0.0011294529866425289 0.0010408725150103586 0.0014031034637708105
leaf_count=862 755 478 211 615 479 262 248
internal_value=0 2.73743e-05 7.58722e-05 0.00012894 -2.91207e-06 -0.00017455 0.000294897
internal_weight=0 0.00843503 0.00709424 0.00603008 0.00336032 0.00217033 0.00266976
internal_count=3910 3155 2293 1815 952 741 863
is_linear=0
shrinkage=0.00196078


Tree=8711
num_leaves=7
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split_feature=2 160 16 0 2 4
split_gain=1.13674e-05 3.28504e-05 2.61269e-05 5.09033e-05 3.17791e-05 2.22007e-05
threshold=0.086545000000000025 0.088785000000000017 -0.50388999999999984 -0.082194999999999976 0.10113500000000002 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
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leaf_weight=0.0014023612451471343 0.0010216951841061955 0.0010263143030785444 0.0014544178698489385 0.0010111760960410288 0.0011953421555557209 0.0017111017791788439
leaf_count=1178 189 290 824 447 550 432
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internal_weight=0 0.00570895 0.00468263 0.00366094 0.00220652 0.00311346
internal_count=3910 2300 2010 1821 997 1610
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=8
num_cat=0
split_feature=13 16 1 15 13 15 1
split_gain=1.07761e-05 2.16904e-05 3.45398e-05 4.05237e-05 2.58367e-05 2.17902e-05 1.98705e-06
threshold=-0.26418499999999995 0.24895000000000003 1.0000000180025095e-35 0.083935000000000023 -0.0010249999999999997 -0.074174999999999977 0.096490000000000006
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.0094288612823046052 -0.027882447549444161 0.011451891978117745 0.012909371563586042 -7.126391645210943e-05 0.0057087186965171788 -0.014820877629011048 -0.00053593882691577686
leaf_weight=0.0010602024868744866 0.0010589088060340495 0.0011347650027937152 0.0013639697016468691 0.0010370255636845775 0.00101662368012426 0.0011126543771843513 0.0010216133682731381
leaf_count=196 911 500 886 853 87 304 173
internal_value=0 -0.00132077 -0.00351324 -0.014122 0.00141169 -0.00356547 0.00257875
internal_weight=0 0.00774556 0.0066108 0.00209593 0.00451486 0.00315089 0.00203824
internal_count=3910 3714 3214 1764 1450 564 260
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=7
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split_feature=50 160 49 42 13 4
split_gain=2.34469e-05 3.10902e-05 3.15948e-05 2.42475e-05 3.46057e-05 5.12127e-05
threshold=0.07992500000000001 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 -0.010384999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0015503622561528763 0.0010067406089487837 0.0010703526825204621 0.0013601592008555177 0.0017090952841735509 0.0011482600474075828 0.0015806844890746817
leaf_count=799 755 217 433 847 608 251
internal_value=0 3.24374e-05 -2.41731e-05 -8.13107e-05 6.65074e-07 -0.000126681
internal_weight=0 0.00841891 0.00686855 0.0057982 0.0040891 0.00272894
internal_count=3910 3155 2356 2139 1292 859
is_linear=0
shrinkage=0.00196078


Tree=8714
num_leaves=7
num_cat=0
split_feature=0 4 51 16 3 2
split_gain=1.06353e-05 1.544e-05 3.06777e-05 4.49074e-05 2.62079e-05 1.67194e-05
threshold=0.10302000000000001 -0.034289999999999994 -0.0084849999999999978 -0.09601999999999998 -0.083144999999999983 0.10836000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.0033445764180236714 0.0087498937630759201 0.014862664253913983 0.013483363145573458 -0.015230043636116873 -0.01831848387266858 -0.0034663616698010834
leaf_weight=0.0010337592514919015 0.0011936446738116712 0.0013032147673015856 0.0013382681975976313 0.0016890911743404342 0.0012146317461754893 0.0010297771072667373
leaf_count=771 210 639 452 681 883 274
internal_value=0 -0.00140281 0.00151466 -0.00277293 -0.0083583 0.00611254
internal_weight=0 0.00760874 0.00536035 0.00405714 0.00224839 0.00236805
internal_count=3910 3700 2046 1407 1654 726
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=8
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split_feature=52 2 2 4 16 15 2
split_gain=1.90287e-05 2.82595e-05 4.04818e-05 2.20628e-05 4.61002e-05 2.89171e-05 2.4447e-05
threshold=-0.048794999999999991 0.099015000000000006 0.085355000000000014 -0.076329999999999995 -0.11180499999999999 -0.106555 0.088895000000000016
decision_type=2 2 2 2 2 2 2
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right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.0002678608558918868 0.00029279839948381412 0.0003824759608657624 -0.0002729873957738374 0.00020932582044986059 -0.00042420416881063834 -0.00022210977428919752 -9.6521172350838238e-05
leaf_weight=0.0010289719019044288 0.0011114662813308551 0.0010400172777251969 0.0011017977661262474 0.0012945957366368903 0.0015408295155954028 0.0011088981450340235 0.0014027394766088492
leaf_count=317 786 481 392 367 1002 327 238
internal_value=0 0.000117518 -1.18059e-05 -6.7955e-05 -0.000159452 1.02747e-05 7.55871e-05
internal_weight=0 0.00317079 0.00213077 0.00645853 0.00394432 0.00240349 0.00251421
internal_count=3910 1190 709 2720 1696 694 1024
is_linear=0
shrinkage=0.00196078


Tree=8716
num_leaves=7
num_cat=0
split_feature=2 150 0 42 16 0
split_gain=1.12203e-05 3.47821e-05 3.2131e-05 2.25137e-05 1.60184e-05 1.5724e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 0.078965000000000021 -0.069894999999999985 -0.099864999999999995
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -4 -1
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leaf_value=0.0099553490416357734 -0.013667875195644736 0.017988334765874938 0.014073139144788577 -0.016859038216754104 -0.00097490011525078353 -0.00746982891105041
leaf_weight=0.0010271533924306334 0.0014445445353281059 0.0011687373476137993 0.0011015752807385856 0.0010405017039508179 0.0019768407492890927 0.0010444125088167463
leaf_count=131 301 327 685 875 987 604
internal_value=0 0.00260997 -0.00136381 -0.00485779 0.00440987 0.00117017
internal_weight=0 0.0056917 0.00452296 0.00311207 0.00307842 0.00207157
internal_count=3910 2300 1973 1610 1672 735
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=9
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split_feature=13 39 48 457 3 15 2 16
split_gain=3.58759e-05 4.00605e-05 3.50432e-05 3.35365e-05 2.43879e-05 4.66582e-05 3.43543e-05 1.65299e-05
threshold=-0.26418499999999995 0.005105000000000001 0.10329000000000001 0.082870000000000013 -0.074234999999999982 -0.017214999999999998 0.091025000000000009 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -7
right_child=1 -3 -4 -5 6 7 -8 -9
leaf_value=0.00031275947931621521 0.00035059533767151747 0.00031125269240933086 -0.00043004646728360922 0.00027272164712493347 -0.00050803673213812358 1.6901066574275555e-05 -2.2568907081524843e-05 -0.00032799921820553994
leaf_weight=0.0011863131762258157 0.0010058473079200413 0.0010312897581107455 0.0010668398099637679 0.0010582728922550475 0.0011210867836910937 0.0010331604067605096 0.0011206275656103245 0.0011063375209388949
leaf_count=196 733 424 199 210 289 496 367 996
internal_value=0 -5.11269e-05 -0.000100875 -4.63904e-05 -0.000109079 2.29833e-06 -0.000265353 -0.000161447
internal_weight=0 0.00854346 0.00751217 0.00644533 0.00538706 0.00314535 0.00224171 0.0021395
internal_count=3910 3714 3290 3091 2881 2225 656 1492
is_linear=0
shrinkage=0.00196078


Tree=8718
num_leaves=7
num_cat=0
split_feature=13 15 47 4 15 15
split_gain=9.5209e-06 1.9903e-05 1.70889e-05 2.54218e-05 3.09555e-05 2.52707e-05
threshold=-0.26418499999999995 0.088615000000000013 0.10887000000000001 -0.08422499999999998 -0.07142999999999998 -0.106555
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0088548735020193056 -0.0094129077563339866 -0.013768774807851573 -0.010694995830794349 0.010379055075248132 0.017298970980780634 -0.0092791333199622496
leaf_weight=0.0010603122001230864 0.0012674351599872074 0.0010909240523019736 0.0010824068138738097 0.001228895878104676 0.0016802809050170675 0.0013976609038998896
leaf_count=196 616 866 219 496 876 641
internal_value=0 -0.0012487 0.000803139 0.00303584 0.00669931 -8.15912e-05
internal_weight=0 0.0077476 0.00665668 0.00557427 0.00430684 0.00262656
internal_count=3910 3714 2848 2629 2013 1137
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=7
num_cat=0
split_feature=0 2 12 16 15 0
split_gain=9.98114e-06 2.86211e-05 4.05879e-05 3.64127e-05 3.21335e-05 3.16056e-05
threshold=-0.017269999999999997 0.081615000000000007 0.088325000000000015 -0.0083999999999999995 -0.026084999999999994 -0.19631499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.024825459160636408 0.0065524656715982886 -0.0061525409450578529 0.0029777952400516796 0.017055185713872389 -0.015422198392667941 0.017295612089265756
leaf_weight=0.0010954232106644467 0.0018259417984399194 0.0012859497819033873 0.0010083980219595078 0.0012650403405646852 0.0012754644066329864 0.0010395224729577521
leaf_count=341 446 152 549 749 988 685
internal_value=0 -0.00175317 -0.0114989 0.00246042 -0.00266685 0.00432915
internal_weight=0 0.0069698 0.00210382 0.00486598 0.00360094 0.00232547
internal_count=3910 3464 890 2574 1825 837
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=7
num_cat=0
split_feature=50 160 49 1 3 52
split_gain=1.50692e-05 2.95858e-05 3.63865e-05 2.1005e-05 5.60362e-05 4.73246e-05
threshold=1.0000000180025095e-35 -0.026849999999999995 -0.081419999999999979 0.11052000000000002 0.094625000000000015 0.048490000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00026368686212127428 -0.00023859909872408068 0.00029397830889125667 -0.0003702521052123344 -0.00030751113974770208 0.0003484570911580847 0.00011405868659585652
leaf_weight=0.0015129560200475992 0.0010036318279267797 0.0010600552113354316 0.0018300241232262718 0.0014280493825236246 0.001100445033268449 0.0013464308365209964
leaf_count=796 779 212 907 359 112 745
internal_value=0 1.58129e-05 -3.96228e-05 -0.00010161 -3.28603e-05 -0.000164963
internal_weight=0 0.00827796 0.006765 0.00570495 0.0042769 0.00317645
internal_count=3910 3131 2335 2123 1764 1652
is_linear=0
shrinkage=0.00196078


Tree=8721
num_leaves=8
num_cat=0
split_feature=1 42 0 4 2 2 4
split_gain=8.76403e-06 2.5556e-05 2.04591e-05 3.36887e-05 3.91832e-05 2.21612e-05 1.39226e-05
threshold=0.12864500000000004 0.092395000000000019 -0.077944999999999987 -0.0040999999999999986 0.086545000000000025 0.10393500000000001 -0.34687499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
leaf_value=-0.016202637571351469 0.0086386236706883137 -0.014802947960400954 0.0012015639447627887 -0.013245832616353967 0.020841166633185394 0.00072449747408502693 0.017551524927406293
leaf_weight=0.0012908282514870516 0.0010282523270891304 0.0011704091652251216 0.0010352164176937462 0.0010222869668820816 0.0010612217812028463 0.0011315167711909563 0.0010481335062379141
leaf_count=1360 331 715 239 229 320 208 508
internal_value=0 -0.00118618 0.00123251 -0.00255645 0.00292248 0.0104604 0.00942723
internal_weight=0 0.00775961 0.0065892 0.00450585 0.00321503 0.00219274 0.00208335
internal_count=3910 3579 2864 2117 757 528 747
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=7
num_cat=0
split_feature=52 0 1 3 4 0
split_gain=9.28584e-06 2.13287e-05 3.70236e-05 3.63012e-05 2.8667e-05 4.87065e-05
threshold=0.11401500000000002 -0.017269999999999997 0.11097000000000001 0.090325000000000003 0.044585000000000007 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.022456989554751228 -0.0081079984520358601 0.011954608712187544 -0.01374833429096781 0.019737190095379973 0.011965995531279736 0.007200499929816695
leaf_weight=0.0011418248848262867 0.0012251272579937768 0.0014993982897221984 0.001726289154915398 0.0010516694566569118 0.0010528020514551303 0.0010751991550132882
leaf_count=1044 647 378 429 141 350 921
internal_value=0 0.00127809 -0.00136889 0.00357627 -0.00162154 -0.00807388
internal_weight=0 0.00754718 0.00604778 0.0043215 0.00326983 0.00221702
internal_count=3910 3263 2885 2456 2315 1965
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=8
num_cat=0
split_feature=1 0 3 2 3 52 0
split_gain=2.13897e-05 3.25887e-05 3.43463e-05 1.99038e-05 2.76514e-05 4.56522e-05 4.19877e-05
threshold=0.076710000000000014 -0.083674999999999986 -0.089604999999999976 0.11542500000000001 -0.074234999999999982 -0.074484999999999982 -0.15137999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.00042814630698229881 0.00020829700554817805 0.00024628754618180235 -0.00022769226926214883 0.00026463912020952159 -0.00042613972694816396 0.00032298245753402264 -0.00021340531890891504
leaf_weight=0.0010343637337449623 0.0016158749189010258 0.0010829302176892947 0.0012855494974922093 0.0013652261489755686 0.0011246926995645058 0.0011351496548953448 0.0011094588431409692
leaf_count=1044 798 272 692 398 275 119 312
internal_value=0 -0.000137784 -1.09764e-05 5.48732e-05 -2.57269e-06 -0.000103703 5.78582e-05
internal_weight=0 0.00340284 0.00236848 0.0063504 0.00498518 0.0033693 0.00224461
internal_count=3910 2008 964 1902 1504 706 431
is_linear=0
shrinkage=0.00196078


Tree=8724
num_leaves=8
num_cat=0
split_feature=50 42 160 133 0 47 16
split_gain=2.10099e-05 2.95287e-05 2.8603e-05 2.31003e-05 6.28336e-05 4.98165e-05 1.98125e-05
threshold=0.082310000000000008 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.06402999999999999 0.077065000000000008 -0.090809999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
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leaf_weight=0.0013484330810749822 0.0010018806267428166 0.0010472513483635959 0.0013098432558848704 0.00113755883536624 0.0012919756890675824 0.0012444367645206046 0.0010403597267519043
leaf_count=864 747 273 287 692 387 190 470
internal_value=0 2.59345e-05 7.66407e-05 0.0001361 0.000197681 5.53538e-05 0.000240461
internal_weight=0 0.00841986 0.00707143 0.00576158 0.00462402 0.00333205 0.00208761
internal_count=3910 3163 2299 2012 1320 933 743
is_linear=0
shrinkage=0.00196078


Tree=8725
num_leaves=6
num_cat=0
split_feature=47 160 16 43 0
split_gain=9.74331e-06 1.75332e-05 3.05526e-05 3.73299e-05 3.31636e-05
threshold=0.09550500000000002 -0.063534999999999994 -0.083144999999999983 -0.083094999999999988 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
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leaf_weight=0.0014038783674097432 0.0017100098919846105 0.0010228475633719584 0.0010592296452132299 0.0019013608090959657 0.0016871596591254891
leaf_count=906 389 153 503 1102 857
internal_value=0 -0.00168178 -0.00415883 -0.0111815 0.00351326
internal_weight=0 0.00707448 0.0056706 0.00296059 0.00271001
internal_count=3910 3521 2615 1605 1010
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=8
num_cat=0
split_feature=13 39 3 0 15 4 42
split_gain=2.41137e-05 2.99503e-05 4.07216e-05 7.96031e-05 4.38565e-05 3.11585e-05 1.99137e-05
threshold=-0.23438999999999996 0.005105000000000001 -0.100615 -0.10071499999999999 -0.10469999999999999 -0.076329999999999995 0.078965000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2
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leaf_value=0.00025075509102697802 0.00034810076347430494 0.00027373380592996655 -0.00027910436520494351 -0.00020975509107586755 0.00021448004851159374 -0.00065196538962952191 -4.0109497879997272e-05
leaf_weight=0.0012783712991167101 0.0010275512665085 0.0010415449625845261 0.0010613425963207665 0.001219991854827691 0.0019893837845333605 0.0012304593783099148 0.0010047733232799172
leaf_count=210 364 419 159 916 252 1424 166
internal_value=0 -3.79196e-05 -8.10072e-05 -0.000168629 4.27629e-05 -0.000431805 0.000156171
internal_weight=0 0.00857505 0.0075335 0.00550118 0.00305073 0.00245045 0.00203232
internal_count=3910 3700 3281 2751 411 2340 530
is_linear=0
shrinkage=0.00196078


Tree=8727
num_leaves=7
num_cat=0
split_feature=50 42 160 133 0 0
split_gain=2.49735e-05 3.28085e-05 3.48418e-05 2.51285e-05 5.72075e-05 4.11574e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.06402999999999999 -0.13870499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00024458113563089026 -0.00029314682769582208 0.0002636959522411621 -0.00020247884728889288 -0.00010740638521394895 0.00056008089482227998 -0.00017147641277154586
leaf_weight=0.0013970528411226665 0.0010249587026034948 0.0019632655504559461 0.0013354256967388163 0.0011830580104260861 0.0013124308897284167 0.0014547011251392437
leaf_count=867 731 299 290 699 388 636
internal_value=0 3.05542e-05 8.35801e-05 0.00014818 0.000212102 7.84847e-05
internal_weight=0 0.00864593 0.00724888 0.00591346 0.0047304 0.00341797
internal_count=3910 3179 2312 2022 1323 935
is_linear=0
shrinkage=0.00196078


Tree=8728
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 2 16
split_gain=3.36157e-05 3.60798e-05 4.87911e-05 3.05872e-05 4.11809e-05 3.18184e-05 6.63739e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 -0.010344999999999998 -0.072349999999999984 0.085255000000000011 -0.49914499999999995
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00024839006960777519 -0.00035257911260456993 -0.0002827691686684337 -0.00029557007097123159 7.6094024666717826e-05 0.00055079814925541642 0.00024482345869039125 -0.00043862297139626985
leaf_weight=0.0014538194852316065 0.0010098759231449905 0.0012579989635771996 0.0011556001038501938 0.0015243690116378147 0.001303319101771666 0.0010084727483480225 0.0011921419402858553
leaf_count=529 715 622 300 525 397 174 648
internal_value=0 2.49208e-05 7.56e-05 0.00014177 0.000294891 2.32899e-05 -0.000125421
internal_weight=0 0.00889572 0.00763772 0.00648212 0.00282769 0.00365443 0.00220061
internal_count=3910 3195 2573 2273 922 1351 822
is_linear=0
shrinkage=0.00196078


Tree=8729
num_leaves=7
num_cat=0
split_feature=42 51 42 0 1 2
split_gain=1.04784e-05 1.3808e-05 2.92233e-05 2.07871e-05 2.09634e-05 8.45679e-06
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.062649999999999983 0.094485000000000013 0.087005000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.0078216151574692708 -0.0093150618557930314 0.0025039671212511057 -0.011501464827137375 0.017466500759320019 0.010772939503829702 -0.0099702765019434314
leaf_weight=0.0014513983200497163 0.001021902705718075 0.0010702627294698886 0.0011136930835615828 0.0012708981036890941 0.0017940863716526404 0.0011041525840140931
leaf_count=1060 521 532 710 264 405 418
internal_value=0 0.00147373 0.00320912 0.00633602 0.00277152 -0.00383036
internal_weight=0 0.007375 0.00635309 0.0052394 0.0039685 0.00217442
internal_count=3910 2850 2329 1619 1355 950
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=7
num_cat=0
split_feature=52 12 12 4 1 16
split_gain=9.61132e-06 1.91409e-05 2.57157e-05 2.57161e-05 3.08155e-05 3.17423e-05
threshold=0.11401500000000002 0.095000000000000015 0.086935000000000012 0.080255000000000007 0.091845000000000024 -0.044329999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.012359786318653485 -0.0082382009118626299 0.010544967030117083 -0.013831003347634369 -0.01020469108745106 0.019476180166666635 -0.012162347344353681
leaf_weight=0.0010009813566552294 0.0012328085467497585 0.0017237851805493075 0.0013030231942982523 0.001237357861774183 0.0012017764259570928 0.0011168072239596638
leaf_count=400 647 696 935 370 326 536
internal_value=0 0.00128212 -0.00144268 0.00209968 0.0066861 -0.000571861
internal_weight=0 0.00758373 0.00585995 0.00455692 0.00331957 0.00211779
internal_count=3910 3263 2567 1632 1262 936
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=7
num_cat=0
split_feature=51 457 160 43 12 3
split_gain=9.53909e-06 2.44777e-05 2.90053e-05 3.87342e-05 3.1893e-05 5.40019e-05
threshold=0.08955500000000001 0.059100000000000007 -0.070974999999999996 -0.15109999999999998 0.089995000000000006 -0.018854999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.013542364596434693 -0.0086569407995526464 0.015804930005005238 0.012911095316568477 0.01424777350654418 -0.018903286011585998 -0.013948275446328205
leaf_weight=0.0011418397547261691 0.0011219877895458736 0.0010000761744720348 0.0010922863679524658 0.0012190161618979179 0.0016937227873131768 0.0015340504986849741
leaf_count=702 487 306 221 885 916 393
internal_value=0 0.00121416 -0.000969956 -0.00396156 -0.00810608 -0.00146349
internal_weight=0 0.00768099 0.00668092 0.00553908 0.00444679 0.00275307
internal_count=3910 3423 3117 2415 2194 1278
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=8
num_cat=0
split_feature=50 157 0 2 3 2 3
split_gain=3.80129e-05 3.96737e-05 4.01788e-05 6.03864e-05 4.56974e-05 4.04956e-05 5.55992e-05
threshold=0.086465000000000014 -0.054834999999999988 -0.017269999999999997 0.086545000000000025 -0.074234999999999982 0.11230000000000001 -0.069909999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00040438426201752799 -0.00036540699035520049 -4.0107271315265408e-05 0.00025489109184226712 -0.00012124620518222722 -0.00057876527853273558 -0.00020119881941844952 0.00047196599351892053
leaf_weight=0.0010026503866127938 0.001004727525477543 0.0011475135572614325 0.0017335987246242393 0.0010576179714832296 0.0012819894271986088 0.0013621288555179583 0.0014271175429320221
leaf_count=432 715 724 299 762 276 436 266
internal_value=0 3.6682e-05 -9.34532e-06 -8.23302e-05 -0.000324344 7.05146e-05 0.000219468
internal_weight=0 0.00901262 0.00800997 0.00627637 0.0024295 0.00384686 0.00248474
internal_count=3910 3195 2763 2464 1000 1464 1028
is_linear=0
shrinkage=0.00196078


Tree=8733
num_leaves=8
num_cat=0
split_feature=1 52 47 2 43 52 15
split_gain=1.68646e-05 3.60976e-05 2.51861e-05 2.29458e-05 3.97644e-05 1.88168e-05 1.84349e-05
threshold=0.10386500000000001 -0.014099999999999998 0.09023500000000001 0.087005000000000013 0.0050750000000000005 -0.0066199999999999991 -0.021529999999999997
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00028384778687432324 0.00035597046615995173 -0.00026508154982939292 0.00016439165739062369 -0.00050552078061569001 0.00012614216965914159 -0.00016365667620355152 -7.0411140892658936e-05
leaf_weight=0.0010199600524408851 0.0013345205701515692 0.0010803307537947538 0.0010212773616130163 0.0010267022964211073 0.0012534976118090311 0.0015588724178556951 0.0012654140325806358
leaf_count=342 393 369 133 648 358 682 985
internal_value=0 0.000103769 -5.63789e-05 -6.78602e-05 -0.000160461 -0.000299407 8.76942e-05
internal_weight=0 0.00343613 0.00210161 0.00612445 0.00383907 0.00258557 0.00228537
internal_count=3910 895 502 3015 1688 1330 1327
is_linear=0
shrinkage=0.00196078


Tree=8734
num_leaves=6
num_cat=0
split_feature=42 160 43 16 4
split_gain=9.93148e-06 1.54803e-05 2.28334e-05 3.21707e-05 2.24565e-05
threshold=-1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 -0.087089999999999987 -0.06272999999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_value=-0.0076171885921292723 0.013103412002518702 -0.0087604100902973752 0.0094666488578282609 -0.018078372671989047 0.00098978677596155075
leaf_weight=0.0014485760001362053 0.0017635197643610483 0.001237940952637879 0.001886684715979919 0.0011520112229752566 0.0013314523792242862
leaf_count=1060 953 332 554 616 395
internal_value=0 0.00144001 0.00349873 -0.000377116 -0.00785541
internal_weight=0 0.00737161 0.00613367 0.00437015 0.00248346
internal_count=3910 2850 2518 1565 1011
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=8
num_cat=0
split_feature=50 4 48 42 49 0 52
split_gain=2.04243e-05 3.34351e-05 3.21044e-05 3.3731e-05 4.81459e-05 9.53653e-05 3.38422e-05
threshold=0.082310000000000008 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999 0.086635000000000004
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=-0.00033963460138662795 -0.00026799827453258073 0.00035662159068319691 0.00027561588860907299 -0.00030542442741331524 0.00054038299481544059 -0.00038597449182986771 0.00011802733526878868
leaf_weight=0.0011054520836102869 0.0010005223813848675 0.0010450323488337609 0.0012009968523221393 0.0017493529237333008 0.0013310901945166186 0.0010233634283221445 0.0010255066749158431
leaf_count=237 747 396 324 1081 213 599 313
internal_value=0 2.8216e-05 -1.79386e-05 -7.44857e-05 1.55826e-05 0.00013176 -0.00013371
internal_weight=0 0.00848079 0.00743576 0.00623477 0.00448541 0.00337996 0.00204887
internal_count=3910 3163 2767 2443 1362 1125 912
is_linear=0
shrinkage=0.00196078


Tree=8736
num_leaves=8
num_cat=0
split_feature=50 160 133 42 2 42 4
split_gain=3.64956e-05 3.68492e-05 6.27719e-05 5.45591e-05 4.41312e-05 4.21088e-05 1.02741e-05
threshold=0.086465000000000014 0.087825000000000014 0.087895000000000015 -1.0000000180025095e-35 0.10705000000000002 0.084100000000000022 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00021819800771119156 -0.00035653866458878661 -0.00025674582677537885 -0.00035498996521257187 0.00039348111025349475 -1.0428753648420981e-05 8.8799676573017786e-05 0.00065789160751516347
leaf_weight=0.0011794570399949068 0.0010146240409964263 0.0013934484977904211 0.0010459001491350747 0.001066266210003585 0.0017089477594939952 0.0012802339495787472 0.0012018191814047773
leaf_count=637 715 375 625 289 425 644 200
internal_value=0 3.60163e-05 9.05358e-05 0.000162929 0.000248434 0.000373108 0.000533588
internal_weight=0 0.00887607 0.00748262 0.00643672 0.00525727 0.00354832 0.00226809
internal_count=3910 3195 2820 2195 1558 1133 489
is_linear=0
shrinkage=0.00196078


Tree=8737
num_leaves=6
num_cat=0
split_feature=43 12 3 15 0
split_gain=9.85327e-06 2.1623e-05 2.66803e-05 1.38777e-05 2.10739e-05
threshold=-0.093039999999999984 0.092365000000000017 -0.018854999999999997 -0.074174999999999977 -0.19631499999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0069663941577994123 0.013952118305631329 -0.0087158659485766805 -0.0046461055514506267 -0.008245782145513884 0.014951453549349254
leaf_weight=0.0016699638443748235 0.0019440726898642836 0.0015922931952754545 0.0011878081541007446 0.001427301763326522 0.0010198100260977185
leaf_count=602 1566 921 118 341 362
internal_value=0 0.00156255 0.00449609 -0.000561294 0.00440699
internal_weight=0 0.00717129 0.00557899 0.00363492 0.00220762
internal_count=3910 3308 2387 821 480
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=8
num_cat=0
split_feature=50 42 160 16 2 4 16
split_gain=3.9242e-05 3.34809e-05 4.32206e-05 2.43208e-05 3.95768e-05 4.02938e-05 2.83738e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087825000000000014 -0.0095499999999999977 0.084065000000000015 0.24280000000000004 0.16388500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=-0.00024308418550037615 -0.00036931905803502287 0.00036421619827531202 -0.00022698678476697304 0.00050777537973111105 -0.00034161253027133691 0.00018801530868010574 0.00011167485401390377
leaf_weight=0.0013899352985048711 0.0010243803228131313 0.0010195012145731274 0.0013622265689626455 0.0012855282336944533 0.001221485303385262 0.0010080511051690137 0.0015143333723788253
leaf_count=867 731 304 290 467 597 234 420
internal_value=0 3.61737e-05 8.85477e-05 0.000159607 4.41895e-05 -0.000102149 0.00029354
internal_weight=0 0.00880106 0.00741113 0.0060489 0.00324904 0.00222954 0.00279986
internal_count=3910 3179 2312 2022 1135 831 887
is_linear=0
shrinkage=0.00196078


Tree=8739
num_leaves=6
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split_feature=3 4 3 49 15
split_gain=1.09147e-05 2.8253e-05 3.41618e-05 2.2954e-05 3.56266e-05
threshold=-0.050194999999999997 0.08734500000000002 -0.088024999999999978 -0.006494999999999999 -0.017214999999999998
decision_type=2 2 2 2 2
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right_child=3 -3 -4 4 -6
leaf_value=-0.00049132091784292119 -0.0069239102957360868 0.008450303292247217 -0.02320931997939403 -0.0012927995350153695 0.019706010772494151
leaf_weight=0.0016558304275120618 0.0015370787931229491 0.0012703001251540679 0.0011027242972029162 0.001849084310488542 0.0014349434209126669
leaf_count=812 342 300 1734 505 217
internal_value=0 -0.00389009 -0.00957278 0.00316191 0.00788255
internal_weight=0 0.00402885 0.00275855 0.00482111 0.00328403
internal_count=3910 2846 2546 1064 722
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=8
num_cat=0
split_feature=50 133 16 52 4 150 16
split_gain=1.94759e-05 2.43642e-05 3.95846e-05 7.94552e-05 3.75127e-05 3.39037e-05 2.41211e-05
threshold=0.084340000000000012 0.090085000000000012 -0.010344999999999998 -0.07125999999999999 -0.0031049999999999997 0.081245000000000026 -0.30307999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00037899433751079341 -0.00026570173164105289 -0.00023370479029197918 -5.1304851830076889e-05 0.00059036781575844903 -0.00029530790993922772 0.00033274670175387569 0.00010836788757812988
leaf_weight=0.0010380662679857757 0.0010045619462071493 0.0012219094057895176 0.0016394877269926369 0.0013551701548328147 0.0011105615411639237 0.0010846308465947557 0.0011672613302655757
leaf_count=798 731 617 642 413 293 181 235
internal_value=0 2.27909e-05 6.51718e-05 0.000239071 -5.31705e-05 4.74188e-05 -8.84458e-05
internal_weight=0 0.00861709 0.00739518 0.00299466 0.00440052 0.00336245 0.00227782
internal_count=3910 3179 2562 1055 1507 709 528
is_linear=0
shrinkage=0.00196078


Tree=8741
num_leaves=8
num_cat=0
split_feature=50 42 160 133 0 47 16
split_gain=2.06987e-05 3.09698e-05 2.42592e-05 3.00906e-05 7.31074e-05 4.94666e-05 1.87419e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.06402999999999999 0.077065000000000008 -0.090809999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00024425946523016996 -0.00027243037867344296 0.00041915812429935324 -0.00016388025712177427 -0.00014960898950929457 0.00059796822813722725 -0.00025553544576416271 4.8416472957783952e-05
leaf_weight=0.001375750443484077 0.0010046356294563146 0.001053327633160375 0.0013122892880090276 0.0011725054675350427 0.0012938191251809835 0.0012714529903857666 0.0010436819707717432
leaf_count=867 731 274 290 699 388 191 470
internal_value=0 2.51428e-05 7.70004e-05 0.000131176 0.00020179 4.96194e-05 0.00023464
internal_weight=0 0.00852283 0.00714708 0.00583479 0.00466228 0.00336846 0.00209701
internal_count=3910 3179 2312 2022 1323 935 744
is_linear=0
shrinkage=0.00196078


Tree=8742
num_leaves=7
num_cat=0
split_feature=1 42 42 0 151 2
split_gain=1.00925e-05 1.95661e-05 1.82316e-05 2.13998e-05 2.15295e-05 5.78092e-05
threshold=0.12864500000000004 0.092395000000000019 -1.0000000180025095e-35 -0.071924999999999989 -0.0088999999999999982 0.099675000000000014
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011288924674546126 0.0010370549980073642 0.0011737727418155205 0.001077432258823909 0.0015228344310309729 0.0018689683148674328 0.0010546768807372948
leaf_count=1017 331 715 422 401 862 162
internal_value=0 -0.00128238 0.000817799 0.00318433 -0.000655563 0.00379752
internal_weight=0 0.00782658 0.0066528 0.00552391 0.00400108 0.00292365
internal_count=3910 3579 2864 1847 1446 1024
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=7
num_cat=0
split_feature=50 42 160 133 16 4
split_gain=1.91654e-05 3.04282e-05 2.64299e-05 3.55905e-05 6.74645e-05 1.88306e-05
threshold=0.082310000000000008 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.0095499999999999977 0.17888000000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.00024796176585037855 -0.00026391436648479013 -0.00015114720974340601 -0.0001773537909489478 -0.00017811639695195229 0.00049057785839485939 0.00017685303083079875
leaf_weight=0.0013373826318312607 0.0010005609822898521 0.0013799536006882363 0.0013041511295418294 0.0011412680363335984 0.0019099384015695904 0.0013134408927655663
leaf_count=864 747 426 287 692 604 290
internal_value=0 2.31917e-05 7.46386e-05 0.000131846 0.000208693 8.80297e-06
internal_weight=0 0.00838613 0.00704875 0.0057446 0.00460333 0.00269339
internal_count=3910 3163 2299 2012 1320 716
is_linear=0
shrinkage=0.00196078


Tree=8744
num_leaves=8
num_cat=0
split_feature=50 133 160 16 0 4 52
split_gain=1.78556e-05 2.36609e-05 3.86014e-05 2.90085e-05 4.49076e-05 6.5039e-05 4.11076e-05
threshold=0.07992500000000001 0.090085000000000012 0.087825000000000014 0.011450000000000002 -0.13870499999999999 0.05309500000000001 -0.08799499999999999
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=0.00027266220585398925 -0.00025197869990910315 -0.00023411331435084918 -0.00027123911679091569 3.9284967211236794e-05 -0.00047989221291257678 0.00018185170329780434 0.00059180311793155895
leaf_weight=0.0016895351827358376 0.0010060034099991311 0.0011680302549203865 0.0010983151922270553 0.0010317835754468973 0.0011419038753865103 0.0011421882480296712 0.0010390912491173706
leaf_count=311 755 614 296 390 1013 310 221
internal_value=0 2.46069e-05 6.69141e-05 0.000128358 3.02974e-05 -0.000148979 0.000316519
internal_weight=0 0.00831085 0.00714282 0.0060445 0.00397363 0.00228409 0.00207087
internal_count=3910 3155 2541 2245 1634 1323 611
is_linear=0
shrinkage=0.00196078


Tree=8745
num_leaves=6
num_cat=0
split_feature=52 12 1 2 12
split_gain=9.72519e-06 2.02358e-05 3.16182e-05 4.20791e-05 4.83162e-05
threshold=0.11401500000000002 0.097345000000000015 0.11097000000000001 0.091525000000000009 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0041854605346169629 -0.0082683637472100256 0.011690737502028323 -0.015101499929197744 0.014184567705616498 -0.022836960164350082
leaf_weight=0.0019514845499327381 0.001240675407404199 0.0014994767265811117 0.0013016165813507525 0.0018731496019886041 0.0010011141612313668
leaf_count=778 647 532 411 646 896
internal_value=0 0.00127824 -0.00126989 0.00246082 -0.00497682
internal_weight=0 0.00762684 0.00612736 0.00482575 0.0029526
internal_count=3910 3263 2731 2320 1674
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=8
num_cat=0
split_feature=50 4 151 4 52 2 2
split_gain=2.25033e-05 4.17611e-05 3.98351e-05 3.63948e-05 3.4748e-05 3.79544e-05 2.94585e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 -0.013199999999999998 -0.068164999999999989 0.080080000000000012 0.088585000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00027660614468617302 -0.00027886677370943214 0.00038855940968987547 0.00030273001784175989 3.5948158624317114e-05 -0.00012153705456454235 -0.0006565094034881563 -8.9830099111890636e-05
leaf_weight=0.0013976220062835512 0.0010267039262449344 0.0010822812988620168 0.0011984997188705781 0.0011516681447634714 0.0010157078290465589 0.0010238031149191554 0.0019002069371546397
leaf_count=454 731 396 805 270 156 415 683
internal_value=0 2.79443e-05 -2.28247e-05 -8.93587e-05 -0.000236333 -0.000390085 6.2002e-05
internal_weight=0 0.00876979 0.00768751 0.00628989 0.00319118 0.00203951 0.00309871
internal_count=3910 3179 2783 2329 841 571 1488
is_linear=0
shrinkage=0.00196078


Tree=8747
num_leaves=6
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split_feature=1 4 150 1 3
split_gain=1.01337e-05 2.63431e-05 2.21032e-05 3.10164e-05 2.05759e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0037792533103123633 -0.012769659295534431 -0.013274123366504714 0.014563662973819461 0.01316703111910307 -0.0048845512808788237
leaf_weight=0.0019599383018254765 0.0014082921679863954 0.0016842380213128684 0.0012182235496667991 0.0015179352951703005 0.0010811878931649848
leaf_count=630 706 1579 348 454 193
internal_value=0 -0.00410235 0.00276789 -0.000817941 0.0056579
internal_weight=0 0.00364418 0.00522564 0.00400742 0.00259912
internal_count=3910 2209 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=6
num_cat=0
split_feature=43 12 3 15 0
split_gain=8.83573e-06 2.5956e-05 2.9689e-05 1.46028e-05 2.41025e-05
threshold=-0.093039999999999984 0.092365000000000017 -0.018854999999999997 -0.074174999999999977 -0.18901999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0066034361153035487 0.014631415583935459 -0.0097963086495682691 -0.0050366976420793278 -0.008522846859631325 0.015920710476199629
leaf_weight=0.0016693318231922952 0.0019513974545653139 0.0015915834307917258 0.0012141491740322518 0.0014315304644515947 0.0010013559743700833
leaf_count=602 1566 921 124 341 356
internal_value=0 0.00147237 0.00467595 -0.000650862 0.00443556
internal_weight=0 0.00719002 0.00559843 0.00364704 0.00221551
internal_count=3910 3308 2387 821 480
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=8
num_cat=0
split_feature=50 4 40 47 16 15 3
split_gain=2.26587e-05 3.52726e-05 4.72494e-05 5.71774e-05 5.60074e-05 4.54283e-05 3.42199e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 0.09550500000000002 -0.014099999999999998 0.05377500000000001 -0.0026499999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.00041292476357888779 -0.00027841651405336538 0.00035677528688630327 -0.00038912159459511146 0.0004734047307410507 -1.0156562705319968e-05 8.0794964265393132e-05 0.00046130698979570382
leaf_weight=0.0010153570950200731 0.0010366454848729752 0.0010985843235266565 0.0019766451963719473 0.0010001590131971227 0.0013810563503113325 0.0013185538989599244 0.0010358227586106255
leaf_count=274 731 396 413 226 855 862 153
internal_value=0 2.80239e-05 -1.87126e-05 4.09197e-05 -3.48065e-05 -0.000201087 0.000191903
internal_weight=0 0.00882618 0.00772759 0.00671224 0.00571208 0.0032952 0.00241688
internal_count=3910 3179 2783 2509 2283 1275 1008
is_linear=0
shrinkage=0.00196078


Tree=8750
num_leaves=7
num_cat=0
split_feature=1 12 52 0 1 3
split_gain=9.2885e-06 1.92762e-05 2.33344e-05 3.87883e-05 3.07354e-05 4.8405e-05
threshold=0.12864500000000004 0.10129000000000001 -0.092084999999999986 -0.061994999999999995 0.092550000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.013369669020295571 0.008845427225610096 -0.01410023705250097 -0.0048164614725757296 0.019753413737225833 -0.010646002339395562 0.022237940675420703
leaf_weight=0.0010065738237373832 0.0010372650509783742 0.0010124390170587411 0.0016790960929152514 0.0011296962329969016 0.0019113330002846498 0.0010910377125046397
leaf_count=623 331 438 1661 204 536 117
internal_value=0 -0.00122485 0.00068716 0.003122 -0.000891371 0.00583912
internal_weight=0 0.00783018 0.00681774 0.00581116 0.00468147 0.00277013
internal_count=3910 3579 3141 2518 2314 1778
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=7
num_cat=0
split_feature=1 4 49 48 52 15
split_gain=9.48042e-06 2.35746e-05 1.86329e-05 2.96159e-05 4.17098e-05 1.40341e-05
threshold=0.085990000000000011 -0.15333499999999997 -0.047309999999999998 0.092250000000000013 -0.014099999999999998 0.083935000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.0058949648155710343 0.013205049345937168 -0.018481772378705699 0.020651142120884161 -0.015551527974226181 -0.0043573161828756816 -0.0024404753782129051
leaf_weight=0.0014559629628660971 0.0012739686185588607 0.0011010312906629296 0.0010235653942996467 0.0010021498675125088 0.0019139252907090594 0.0010807050369835598
leaf_count=166 333 1147 414 174 780 896
internal_value=0 -0.00395953 0.0026922 -0.00070736 0.00435685 -0.0105358
internal_weight=0 0.0036377 0.00521361 0.00393964 0.00293749 0.00218174
internal_count=3910 2209 1701 1368 1194 2043
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=6
num_cat=0
split_feature=48 43 2 43 0
split_gain=8.99422e-06 1.94286e-05 3.50651e-05 4.57693e-05 3.02025e-05
threshold=0.091555000000000011 -0.0037249999999999996 0.085805000000000006 0.013605000000000001 -0.077944999999999987
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.020397017186506435 0.0061652392286233549 0.015452930070323804 -0.01440167714553834 0.011974433775593511 0.00059607213712520584
leaf_weight=0.0011676922308578093 0.0018488148090076663 0.0014154732027546251 0.0016557123008190541 0.001091651736594202 0.001658944431618828
leaf_count=1453 483 437 462 367 708
internal_value=0 -0.00167802 0.00266647 -0.00392126 -0.00807624
internal_weight=0 0.00698947 0.00416284 0.00274736 0.00282664
internal_count=3910 3427 1266 829 2161
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=8
num_cat=0
split_feature=50 133 160 42 4 12 1
split_gain=4.69872e-05 3.71533e-05 4.41271e-05 3.56845e-05 3.96597e-05 8.96378e-05 5.17548e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 0.094425000000000023 0.25367000000000006 0.086935000000000012 0.085410000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00054204415599515721 -0.00040737128629561635 -0.00027636067772209488 -0.00026448406133570902 0.00049452972818853731 0.0003948473238134629 -0.00045722608781975226 -6.3630939905671814e-06
leaf_weight=0.001007219544905368 0.0010087511560653633 0.0012303757026206445 0.0011383711041652788 0.0010009702370772202 0.0012663861185850224 0.001184432973988275 0.0019281677086626092
leaf_count=545 715 622 300 299 324 747 358
internal_value=0 3.95235e-05 9.11684e-05 0.000154556 9.13749e-05 -1.90914e-06 0.000181812
internal_weight=0 0.00875592 0.00752555 0.00638718 0.00538621 0.00411982 0.00293539
internal_count=3910 3195 2573 2273 1974 1650 903
is_linear=0
shrinkage=0.00196078


Tree=8754
num_leaves=7
num_cat=0
split_feature=1 2 151 15 0 12
split_gain=8.85059e-06 2.14866e-05 1.83393e-05 3.62749e-05 2.29095e-05 4.32964e-05
threshold=0.10285500000000002 0.11462500000000002 -0.0074049999999999993 -0.038029999999999987 -0.083424999999999985 0.089855000000000004
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.0093894154758798962 -0.0023231571158289659 0.014476889967643545 -0.021962663797913146 0.010992377918260757 -0.021514905350732205 0.005686509838082633
leaf_weight=0.001064318886808989 0.0019768795992104508 0.0012380460980824337 0.0010051472687648191 0.0011730830134997236 0.0010310764613685338 0.001353005162503999
leaf_count=467 537 400 798 647 433 628
internal_value=0 0.00414643 -0.00243077 -0.00518824 -0.000448296 -0.00607766
internal_weight=0 0.00321493 0.00562663 0.00456231 0.00355716 0.00238408
internal_count=3910 937 2973 2506 1708 1061
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=7
num_cat=0
split_feature=51 457 160 43 12 3
split_gain=9.07877e-06 2.36856e-05 2.62723e-05 3.5573e-05 2.82145e-05 4.71325e-05
threshold=0.08955500000000001 0.079930000000000015 -0.070974999999999996 -0.15109999999999998 0.089995000000000006 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.012828556897655392 -0.0084078623759421597 0.015535148824113776 0.012319696778388942 0.012045583588809609 -0.017947130345297265 -0.01410941844338278
leaf_weight=0.0011464330574434689 0.0011296092009536012 0.0010015714326388715 0.0010981279835820014 0.0013259956575712632 0.0016912622190372304 0.001434196157447658
leaf_count=714 487 285 221 945 917 341
internal_value=0 0.00119241 -0.00095294 -0.00379992 -0.00777647 -0.00154456
internal_weight=0 0.00769759 0.00669602 0.00554958 0.00445145 0.00276019
internal_count=3910 3423 3138 2424 2203 1286
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 4
split_gain=1.91483e-05 3.60412e-05 5.60182e-05 3.03798e-05 5.22346e-05 3.23021e-05 3.32534e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.04133499999999999
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=-0.00014027438708860731 -0.00026042576387284454 -0.00029077731131075705 -0.00032383593202851406 0.00052657024989978107 -4.8465172246779615e-05 -0.00018352285934422388 0.00040906414554460284
leaf_weight=0.0011445832509669514 0.0010146861965412172 0.0012002335891859502 0.001141807746515614 0.001460100326354834 0.0010678538098128536 0.0011540374629236292 0.0014267498787864526
leaf_count=636 731 617 300 583 470 146 427
internal_value=0 2.43872e-05 7.55385e-05 0.000148461 0.000213151 8.77275e-05 0.000213212
internal_weight=0 0.00859537 0.00739513 0.00625332 0.00510874 0.00364864 0.0024946
internal_count=3910 3179 2562 2262 1626 1043 897
is_linear=0
shrinkage=0.00196078


Tree=8757
num_leaves=7
num_cat=0
split_feature=47 1 12 0 4 43
split_gain=9.89587e-06 1.47463e-05 4.30151e-05 9.03275e-05 2.53779e-05 2.04007e-05
threshold=0.09550500000000002 0.094485000000000013 0.088285000000000016 -0.11287999999999999 0.053925000000000008 -0.0031199999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 4 5 -5 -6 -7
leaf_value=0.0070625655055716486 0.0067777672326646459 0.015629916286759624 0.01611294508462403 -0.029230591605625161 -0.0055902782909706388 -0.0036843380072436754
leaf_weight=0.0012439680440956258 0.0017163838556570445 0.0011251762980283196 0.0010265297754613449 0.0015282032026377053 0.0011291555668435785 0.0010559502212963124
leaf_count=218 389 525 834 1108 415 421
internal_value=0 -0.00168247 -0.00478608 -0.0129446 0.00500109 0.00607446
internal_weight=0 0.00710898 0.00485465 0.00277217 0.00225433 0.00208248
internal_count=3910 3521 2581 1326 940 1255
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=6
num_cat=0
split_feature=43 43 52 16 0
split_gain=9.95481e-06 2.8961e-05 2.57364e-05 3.41052e-05 2.43411e-05
threshold=-0.093039999999999984 -0.074254999999999988 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0070062402120555402 0.015181948268093033 -0.013998503070050043 -0.010130239540710129 0.016927800603480248 0.0069166622111243086
leaf_weight=0.0016618442357872422 0.001285027415450668 0.0012692459085120881 0.0019797576873397458 0.0011582122156236826 0.0014519221645003543
leaf_count=602 954 480 390 317 1167
internal_value=0 0.00158657 -0.00139517 0.00209003 -0.0029178
internal_weight=0 0.00714417 0.00585914 0.00458989 0.00343168
internal_count=3910 3308 2354 1874 1557
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=8
num_cat=0
split_feature=50 4 16 0 48 0 13
split_gain=1.62322e-05 3.42325e-05 2.54562e-05 4.07067e-05 6.75118e-05 3.40984e-05 1.90404e-05
threshold=0.07992500000000001 0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.084795000000000023 -0.06402999999999999 -0.060719999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.00029255223766635032 -0.00024082674067158963 0.00035924225811353306 0.00061561201739556738 -0.00030454067401319406 -9.5496330248823834e-05 0.00025580168010831575 -9.3408612849000779e-05
leaf_weight=0.0011442188993382833 0.0010042607067384289 0.0010215513351061788 0.0010015152485543803 0.0016527775150591093 0.0010529566524869033 0.0010724742584795966 0.0013634527326185312
leaf_count=225 755 396 170 1703 150 141 370
internal_value=0 2.30928e-05 -2.40289e-05 2.59859e-05 0.000251155 -8.71561e-05 6.03394e-05
internal_weight=0 0.00830895 0.0072874 0.00614318 0.00205447 0.0040887 0.00243593
internal_count=3910 3155 2759 2534 320 2214 511
is_linear=0
shrinkage=0.00196078


Tree=8760
num_leaves=6
num_cat=0
split_feature=4 1 3 1 15
split_gain=9.19308e-06 1.90029e-05 2.44447e-05 2.884e-05 3.45091e-05
threshold=0.24280000000000004 0.11215000000000001 -0.084129999999999996 0.091845000000000024 -0.0039399999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_weight=0.0017703145507250613 0.0017761325176667208 0.001347813754423847 0.0010708100072252371 0.0010631519619775974 0.0017754667075901027
leaf_count=1223 549 290 709 424 715
internal_value=0 -0.0016602 0.000872935 0.00528759 3.83039e-05
internal_weight=0 0.00702756 0.00567974 0.00390943 0.00284628
internal_count=3910 3361 3071 1848 1424
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=7
num_cat=0
split_feature=52 12 2 13 3 1
split_gain=8.90382e-06 1.73485e-05 2.98918e-05 3.89777e-05 3.33138e-05 2.49986e-05
threshold=0.11401500000000002 0.097345000000000015 0.086545000000000025 -0.0038299999999999996 -1.0000000180025095e-35 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.02213707413329228 -0.0079166706992136581 0.010900750836125021 0.015573565876646982 0.0063961439568445411 0.0025813980381009976 -0.014977264961155229
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leaf_count=1098 647 532 964 250 138 281
internal_value=0 0.00125233 -0.00112572 0.0041468 -0.0104719 -0.00464884
internal_weight=0 0.00756107 0.00606598 0.00387816 0.00218782 0.00219137
internal_count=3910 3263 2731 1495 1236 531
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 1
split_gain=1.76184e-05 2.91815e-05 4.09305e-05 3.13046e-05 3.9779e-05 3.70351e-05 2.29955e-05
threshold=0.07992500000000001 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 0.089825000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00016587385025857701 -0.00025147818293471237 -0.00026433878732697632 -0.00027856199450442221 0.00047540088270560182 5.3836224677280908e-05 -0.00020673689409280219 0.00044014793636889659
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leaf_count=631 755 614 296 573 453 146 442
internal_value=0 2.23623e-05 6.93509e-05 0.000132564 0.000199166 8.73267e-05 0.000224739
internal_weight=0 0.00832809 0.00715536 0.00605519 0.00495041 0.00352375 0.00240154
internal_count=3910 3155 2541 2245 1614 1041 895
is_linear=0
shrinkage=0.00196078


Tree=8763
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 4
split_gain=2.12197e-05 3.27971e-05 4.20064e-05 3.14316e-05 4.98239e-05 3.53925e-05 2.15284e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.04133499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
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leaf_weight=0.0011252610294618702 0.0010011521313315125 0.0011847853119598987 0.0011056521243767445 0.0014672009140662932 0.0010652745756060903 0.0011269665982082508 0.0014003783277330589
leaf_count=636 731 617 300 583 470 146 427
internal_value=0 3.07939e-05 7.99637e-05 0.000142891 0.000208808 8.44656e-05 0.000216039
internal_weight=0 0.00847552 0.00729073 0.00618508 0.00505982 0.00359262 0.00246565
internal_count=3910 3179 2562 2262 1626 1043 897
is_linear=0
shrinkage=0.00196078


Tree=8764
num_leaves=7
num_cat=0
split_feature=1 4 12 0 52 15
split_gain=9.25092e-06 2.41682e-05 1.77423e-05 4.02586e-05 7.38362e-05 4.17492e-05
threshold=0.076710000000000014 -0.082054999999999975 -1.0000000180025095e-35 -0.074014999999999984 -0.0066199999999999991 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.0036631563785439643 0.014391405907241656 -0.014154875992696431 -0.014785328796363432 -0.01739779381191895 -0.00018700719871721466 0.026476433627782521
leaf_weight=0.0016683764368030474 0.00100654010760235 0.0014000671271783252 0.0012679714497460513 0.0010597429904645262 0.0010275303672471342 0.0013704730446770434
leaf_count=521 450 1487 290 531 122 509
internal_value=0 -0.00446684 0.00233661 -0.000230966 0.00473154 0.0150513
internal_weight=0 0.00306844 0.00573226 0.00472572 0.00366597 0.002398
internal_count=3910 2008 1902 1452 921 631
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=7
num_cat=0
split_feature=48 0 43 0 0 15
split_gain=1.57641e-05 4.23791e-05 2.8659e-05 4.50557e-05 3.62546e-05 3.27291e-05
threshold=0.083775000000000002 -0.18087499999999998 -0.0037249999999999996 -0.077944999999999987 -0.082074999999999995 -0.0089749999999999986
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00051851373827791999 -0.00011525673066483421 0.00035178954783813909 -5.077463492424868e-05 -1.1986982364812833e-05 -0.00018711025633781159 0.00042053414990254157
leaf_weight=0.0010954222801659989 0.0015263395466968178 0.0014628115717611554 0.0010301013123786124 0.001759800305806327 0.0014590234027330386 0.0012586282411540645
leaf_count=1339 122 628 225 664 589 343
internal_value=0 0.000113303 -5.83209e-05 -0.000206319 5.44313e-05 0.00020841
internal_weight=0 0.00298915 0.00660298 0.00285522 0.00374775 0.00228873
internal_count=3910 750 3160 2003 1157 568
is_linear=0
shrinkage=0.00196078


Tree=8766
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 4
split_gain=2.13148e-05 3.18184e-05 3.73251e-05 3.04027e-05 4.92861e-05 4.89934e-05 2.90121e-05
threshold=0.07992500000000001 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.04133499999999999
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=-0.00015614667919203315 -0.00027530969586909911 -0.00027061041569892994 -0.00025505428638390222 0.00050383493097635697 -1.300769243217842e-05 -0.0002578715210475261 0.00041828813640201794
leaf_weight=0.0011302064881125494 0.0010063055115220381 0.0011913580284650628 0.0011159270998660591 0.0014569065443799296 0.0010508844058558318 0.0011480221728020898 0.0013964544129053632
leaf_count=631 755 614 296 573 468 146 427
internal_value=0 2.64972e-05 7.49957e-05 0.000134569 0.000199603 7.63229e-05 0.00023309
internal_weight=0 0.00848976 0.0072984 0.00618247 0.00505227 0.00359536 0.00244734
internal_count=3910 3155 2541 2245 1614 1041 895
is_linear=0
shrinkage=0.00196078


Tree=8767
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 2 4
split_gain=2.43987e-05 4.16845e-05 5.67279e-05 3.89393e-05 5.27565e-05 4.28409e-05 4.86711e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 -0.010344999999999998 -0.072349999999999984 0.085255000000000011 0.17888000000000001
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=0.00027935779124049222 -0.0002937380009552149 -0.00030766295808421623 -0.00032202213195235197 7.753821218994338e-05 0.00062129522818312811 -0.00046628560986146264 0.00013156441071000632
leaf_weight=0.0014347765196301185 0.001022343432355916 0.0012305775862071168 0.0011323296484676681 0.0014819954297827496 0.0012772125725864702 0.0010233251937542733 0.0010719461397488399
leaf_count=526 731 617 300 524 396 574 242
internal_value=0 2.65694e-05 8.19887e-05 0.000154728 0.000329238 1.83239e-05 -0.000160424
internal_weight=0 0.00865216 0.00742159 0.00628926 0.00275921 0.00353005 0.00209527
internal_count=3910 3179 2562 2262 920 1342 816
is_linear=0
shrinkage=0.00196078


Tree=8768
num_leaves=6
num_cat=0
split_feature=52 160 12 52 15
split_gain=1.1112e-05 1.72614e-05 2.17793e-05 4.70304e-05 1.67931e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.012178447501415163 -0.014120392504619063 -0.0067361535555684974 -0.0098218804574019426 0.016988968748888039 -0.003158233579042124
leaf_weight=0.0015392754173891179 0.0010537567532010704 0.0017611157137897536 0.0015480528592251388 0.0015897639796751922 0.0013315616564679269
leaf_count=631 924 568 634 594 559
internal_value=0 -0.00250961 -1.21425e-05 0.0045198 0.00506493
internal_weight=0 0.00595269 0.00489893 0.00335088 0.00287084
internal_count=3910 2720 1796 1162 1190
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=7
num_cat=0
split_feature=48 0 2 133 3 42
split_gain=9.17662e-06 4.36075e-05 3.20549e-05 2.94634e-05 3.16936e-05 3.01431e-05
threshold=0.083775000000000002 -0.18087499999999998 0.11260500000000001 0.08493500000000001 -0.074234999999999982 0.08401500000000002
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0054334592539609051 -0.007553010691878837 0.017761559899386787 0.013715146327665155 -0.020779237260615188 -0.010728223196876481 0.018790204024680332
leaf_weight=0.0010000586889593504 0.0013962574543349114 0.0013274338820346314 0.0010479195597673839 0.0010100630796074563 0.0019746957191393252 0.0010562713264455578
leaf_count=749 122 628 460 904 489 558
internal_value=0 0.00478444 -0.00219858 -0.00550666 -0.00167977 0.00700947
internal_weight=0 0.00272369 0.00608901 0.00504109 0.00403103 0.00205633
internal_count=3910 750 3160 2700 1796 1307
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=8
num_cat=0
split_feature=50 133 16 52 4 150 16
split_gain=2.41204e-05 2.96522e-05 4.40522e-05 5.76169e-05 5.06965e-05 2.74153e-05 2.36465e-05
threshold=0.084340000000000012 0.090085000000000012 -0.010344999999999998 -0.07125999999999999 -0.0031049999999999997 0.081245000000000026 -0.30307999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00042018407453626777 -0.00028688536837359168 -0.00025298731513962689 1.9059445226062891e-05 0.00056467817340303389 -0.00025604161461929121 0.00032891012339000147 0.00014566142123006651
leaf_weight=0.0010579788969467055 0.0010151847794095748 0.0012020254225905682 0.0016737739582996778 0.0013396661499251055 0.0011023548477275122 0.0010823503613028584 0.0011523518364264735
leaf_count=798 731 617 642 413 293 181 235
internal_value=0 3.26739e-05 7.90225e-05 0.000261622 -4.61761e-05 7.23993e-05 -5.07363e-05
internal_weight=0 0.0086105 0.00740848 0.00301344 0.00439504 0.00333706 0.00225471
internal_count=3910 3179 2562 1055 1507 709 528
is_linear=0
shrinkage=0.00196078


Tree=8771
num_leaves=7
num_cat=0
split_feature=3 4 3 160 1 1
split_gain=8.95164e-06 2.45353e-05 2.9993e-05 2.15696e-05 2.72372e-05 1.60141e-05
threshold=-0.050194999999999997 0.08734500000000002 -0.088024999999999978 -0.025614999999999995 0.10285500000000002 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.00031882166332217123 0.014544865126849708 0.0080135867291021168 -0.021649096606738021 0.00040885713080650424 0.0095038525497845583 -0.016906541253471335
leaf_weight=0.0016537516959397522 0.0011912832154906358 0.0012634214289813529 0.0010961684014140789 0.0010764359938413403 0.0014695611442563142 0.0010601637836033459
leaf_count=812 288 300 1734 175 433 168
internal_value=0 -0.0035217 -0.00882146 0.00287861 -0.000975304 -0.00818291
internal_weight=0 0.00401334 0.00274992 0.00479744 0.00360616 0.0021366
internal_count=3910 2846 2546 1064 776 343
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=7
num_cat=0
split_feature=52 133 13 1 3 16
split_gain=9.55094e-06 1.77213e-05 3.0088e-05 2.75033e-05 3.09718e-05 2.66451e-05
threshold=0.11401500000000002 -0.0023199999999999996 -0.083514999999999992 0.11052000000000002 -0.078669999999999976 -0.073459999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.0099450719847576398 -0.0081993538731036548 0.014554740235864009 -0.0095456080212310938 -0.01356009699266084 -0.0012517731502311288 0.020625133160805425
leaf_weight=0.0011832024876380258 0.0012318582973520906 0.00174901937802066 0.0011464890633769626 0.0012434499287804122 0.0010227726925432629 0.0012218040739460491
leaf_count=974 647 683 754 296 157 399
internal_value=0 0.00129565 0.00337914 -0.000838414 0.00382642 0.0106566
internal_weight=0 0.00756674 0.00638354 0.00463452 0.00339107 0.00224458
internal_count=3910 3263 2289 1606 1310 556
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=6
num_cat=0
split_feature=52 160 12 52 0
split_gain=8.80784e-06 1.73424e-05 1.88148e-05 3.96814e-05 1.71279e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012 -0.14733499999999997
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0058474947199430704 -0.013864287804399487 -0.0058417185760260802 -0.0088626748338832325 0.015998812077997696 0.010308542380122009
leaf_weight=0.0010214248439188388 0.0010532176431086882 0.0017560792301357583 0.0015385036352682127 0.0015806585077417124 0.0018351756746013141
leaf_count=128 924 568 634 594 1062
internal_value=0 -0.00222777 0.000286115 0.00450444 0.00453168
internal_weight=0 0.00592846 0.00487524 0.00333674 0.0028566
internal_count=3910 2720 1796 1162 1190
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=6
num_cat=0
split_feature=1 4 15 151 2
split_gain=9.02045e-06 2.14132e-05 1.55306e-05 2.22196e-05 3.88225e-05
threshold=0.076710000000000014 -0.082054999999999975 1.0000000180025095e-35 -0.0088999999999999982 0.086650000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0032910328840395639 -0.0073038210929929201 -0.013495999253866254 -0.0082716568461950156 -0.0019330761654802603 0.019219877880694
leaf_weight=0.0016568177921547516 0.0011286163134565539 0.0014035723291485791 0.0011145185904783443 0.0017023920521227743 0.0017694747788562194
leaf_count=521 342 1487 571 479 510
internal_value=0 -0.00440792 0.00231953 0.00488536 0.00884776
internal_weight=0 0.00306039 0.005715 0.00460048 0.00347187
internal_count=3910 2008 1902 1331 989
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=7
num_cat=0
split_feature=50 160 49 133 43 0
split_gain=2.25304e-05 2.90987e-05 3.55264e-05 2.86101e-05 5.14415e-05 3.92344e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 -0.074254999999999988 -0.13870499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00026434265996269998 -0.00028056823893862456 0.00029601554536295071 0.00025178249566964832 -0.00038585426098742463 6.0673634394987192e-05 -0.00036490913934351016
leaf_weight=0.0016213103007125954 0.0010213855292396006 0.0011101364203460074 0.0017075920601250967 0.0010152313996453707 0.001560545126650511 0.0017859811072562439
leaf_count=802 731 220 500 455 211 991
internal_value=0 2.70854e-05 -2.64934e-05 -8.5483e-05 -2.51468e-05 -0.000166452
internal_weight=0 0.0088008 0.00717949 0.00606935 0.00505412 0.00334653
internal_count=3910 3179 2377 2157 1702 1202
is_linear=0
shrinkage=0.00196078


Tree=8776
num_leaves=7
num_cat=0
split_feature=51 457 42 4 4 3
split_gain=9.3958e-06 2.34161e-05 2.98077e-05 2.27843e-05 3.73813e-05 2.95753e-05
threshold=0.08955500000000001 0.069705000000000003 -0.082904999999999993 0.27020000000000005 -1.0000000180025095e-35 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.013943921510890026 -0.0085981713162575375 0.01548821159547467 -0.01126583064694292 0.0094349836670038906 -0.018285421409565877 0.0096766844952819956
leaf_weight=0.0011221354124605187 0.0011164429346369568 0.0010002704086020881 0.0012160679241906239 0.0010373252425622259 0.0017781039274130305 0.001513690840889435
leaf_count=485 487 293 1148 369 582 546
internal_value=0 0.0012208 -0.000919675 -0.0039275 -0.00700241 0.000347098
internal_weight=0 0.00766759 0.00666732 0.00554519 0.00450786 0.00272976
internal_count=3910 3423 3130 2645 2276 1694
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=8
num_cat=0
split_feature=50 13 43 3 2 48 1
split_gain=1.95741e-05 2.88231e-05 3.82549e-05 3.6092e-05 3.69127e-05 4.8262e-05 4.45237e-05
threshold=0.084340000000000012 0.00079000000000000012 -0.24333999999999997 -0.084604999999999986 0.113945 0.085425000000000015 0.079945000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00036477819267092686 -0.00026760905515489219 -4.5383267724065467e-05 0.00048997785281846358 0.00024338006043408411 -0.00031013920378244509 0.00043353891040917396 -0.00022316383263254594
leaf_weight=0.0011183067540676273 0.0010216726182022259 0.0010263639290815517 0.0010262773082140274 0.0013641159214841548 0.0010428271296455292 0.0012111899232972222 0.0018570883622752389
leaf_count=698 731 168 478 665 344 295 531
internal_value=0 1.93819e-05 0.000222286 -4.37844e-05 2.17781e-05 9.98696e-05 -2.55918e-05
internal_weight=0 0.00864617 0.00205264 0.00659353 0.00547522 0.00443239 0.0032212
internal_count=3910 3179 646 2533 1835 1491 1196
is_linear=0
shrinkage=0.00196078


Tree=8778
num_leaves=8
num_cat=0
split_feature=50 133 16 16 52 2 4
split_gain=2.59516e-05 2.70874e-05 4.41455e-05 5.41203e-05 4.19933e-05 3.61231e-05 7.6151e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.3935300000000001 -0.074484999999999982 0.085255000000000011 0.0057500000000000008
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=0.00019286052637568761 -0.00030559184013585072 -0.00024303191391247591 0.00013066281739529452 -0.000126687157197555 0.00067530788721377683 -0.0005889393987896322 6.865337809238674e-05
leaf_weight=0.0014470921250008826 0.0010096210929509937 0.00123196814966704 0.0010278593983992887 0.001027029625021885 0.0011568262305537858 0.0011093762488110326 0.0017373556477997252
leaf_count=532 715 622 400 300 431 496 414
internal_value=0 2.64383e-05 7.06694e-05 0.000244544 0.000419061 -5.9386e-05 -0.000187612
internal_weight=0 0.00873751 0.00750554 0.00321172 0.00218469 0.00429382 0.00284673
internal_count=3910 3195 2573 1131 831 1442 910
is_linear=0
shrinkage=0.00196078


Tree=8779
num_leaves=6
num_cat=0
split_feature=4 43 0 47 4
split_gain=7.79073e-06 1.82873e-05 2.34356e-05 2.58833e-05 3.32081e-05
threshold=-0.34687499999999999 -0.089949999999999988 -0.076734999999999984 0.087235000000000021 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0067270196889176754 -0.008844583102669664 -0.0040326522192896319 0.016258446470787849 -0.012723763816308612 0.015258285490322779
leaf_weight=0.0014549115533032389 0.0014349125676979477 0.0019715870916361591 0.0011935910762574924 0.0011172279854056652 0.0016301886008421368
leaf_count=291 656 1429 788 255 491
internal_value=0 0.00128241 0.00374011 0.00057381 0.00469856
internal_weight=0 0.00734751 0.00591259 0.004719 0.00360178
internal_count=3910 3619 2963 2175 1920
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=7
num_cat=0
split_feature=52 12 1 48 0 16
split_gain=8.83877e-06 1.75945e-05 2.80581e-05 4.26756e-05 2.31823e-05 5.00473e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.087770000000000015 -0.083424999999999985 -0.088504999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.012114717699154445 -0.0078995346209855301 0.010106204545382344 -0.01464426831274168 0.020506047858885074 -0.012901602881716771 0.018194536632770503
leaf_weight=0.0010516332326569735 0.0012297688028279205 0.0017275574646530081 0.0012528713091086042 0.0010001996402983528 0.0013996986953002922 0.0011303719763371787
leaf_count=430 647 696 392 293 819 633
internal_value=0 0.00124165 -0.00138296 0.0022432 -0.00285674 0.00358677
internal_weight=0 0.00756233 0.00583477 0.0045819 0.0035817 0.00218201
internal_count=3910 3263 2567 2175 1882 1063
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=8
num_cat=0
split_feature=50 133 160 2 2 0 0
split_gain=2.03874e-05 3.53722e-05 5.72051e-05 2.55318e-05 3.03172e-05 2.84384e-05 5.91411e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.10705000000000002 0.091525000000000009 -0.10575999999999998 -0.06402999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00038298380464144033 -0.00026923735155274142 -0.00028350756207486415 -0.00032967692318638714 -5.5059162778301637e-05 0.00051197973252446814 -0.00025398396196247972 0.00036882208514317733
leaf_weight=0.0011870408136048193 0.0010326489520627495 0.0012511884943062672 0.0011536842067697223 0.0017813795191958135 0.0010622149273102504 0.0013733570643641908 0.0010227361008605656
leaf_count=168 731 617 300 532 361 1014 187
internal_value=0 2.19327e-05 7.23473e-05 0.000144516 0.000221048 0.000134802 1.18514e-05
internal_weight=0 0.0088316 0.00758041 0.00642673 0.00464535 0.00358313 0.00239609
internal_count=3910 3179 2562 2262 1730 1369 1201
is_linear=0
shrinkage=0.00196078


Tree=8782
num_leaves=6
num_cat=0
split_feature=51 0 1 4 4
split_gain=8.28319e-06 1.95063e-05 2.00886e-05 5.64824e-05 2.7314e-05
threshold=0.08955500000000001 -0.17106499999999999 0.11215000000000001 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011148642528372495 -0.0080655391320462368 -0.0075684973003355459 0.0099894787402859987 -0.01861634555725749 0.011477543029268816
leaf_weight=0.0015516180846009558 0.0011218500621571472 0.0012636194606294609 0.0012351762107302329 0.0017596345164421516 0.0018632282181300429
leaf_count=208 487 218 425 699 1873
internal_value=0 0.00113391 -0.00140446 -0.00428455 0.00378067
internal_weight=0 0.00767328 0.00612166 0.00488648 0.00312685
internal_count=3910 3423 3215 2790 2091
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=8
num_cat=0
split_feature=50 133 160 13 2 2 3
split_gain=1.77354e-05 2.46232e-05 3.77542e-05 3.11395e-05 3.63172e-05 4.07418e-05 1.6775e-05
threshold=0.07992500000000001 0.090085000000000012 0.087825000000000014 0.043015000000000005 0.10705000000000002 0.089910000000000004 -0.075679999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00016584674169097145 -0.00025205928328991595 -0.00023799305312253977 -0.00026709296257529407 0.00039722850834697781 -0.00020884513834038918 0.00049553576021367789 0.00016969317510449856
leaf_weight=0.0010140795219399101 0.0010018294495888905 0.0011827589169441299 0.0010978771024816964 0.0012984907173743364 0.0014134282552101681 0.0010078167880555643 0.0013165360435659064
leaf_count=838 755 614 296 383 385 330 309
internal_value=0 2.40693e-05 6.74306e-05 0.000128132 5.4599e-05 0.000166136 2.36956e-05
internal_weight=0 0.00833099 0.00714823 0.00605035 0.00475186 0.00333843 0.00233062
internal_count=3910 3155 2541 2245 1862 1477 1147
is_linear=0
shrinkage=0.00196078


Tree=8784
num_leaves=7
num_cat=0
split_feature=15 151 160 2 0 52
split_gain=7.61694e-06 2.14009e-05 2.82546e-05 3.93753e-05 4.15236e-05 5.13426e-05
threshold=-0.11739999999999999 -0.074204999999999979 1.0000000180025095e-35 0.10113500000000002 -0.10071499999999999 0.083750000000000005
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0066248741205724611 0.014651417997497931 0.023189138220457449 -0.014059872906894408 -0.012217006472297771 -0.011759996753114361 0.01740906757100897
leaf_weight=0.0014642611832037765 0.0010282795982087265 0.001191617455521795 0.0012971399923992462 0.0013331496642260627 0.0014388693834518789 0.001039305847359364
leaf_count=614 492 182 404 532 911 775
internal_value=0 0.0012753 -0.000907908 0.00250207 0.00784917 0.000473028
internal_weight=0 0.00732836 0.00630008 0.00500294 0.00366979 0.00247818
internal_count=3910 3296 2804 2400 1868 1686
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=8
num_cat=0
split_feature=50 156 42 16 1 12 15
split_gain=2.03289e-05 2.75238e-05 4.02882e-05 3.55803e-05 5.4288e-05 4.62582e-05 2.41457e-05
threshold=0.084340000000000012 0.083820000000000019 -1.0000000180025095e-35 -0.092424999999999993 0.094695000000000015 0.08401500000000002 -0.11399999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00024447096180196516 -0.00026590628909093007 -0.00028038141474211279 0.00019567293831977104 -0.00022143934191750115 0.00063576739841965694 0.00031989915561579977 -0.00017822714047832164
leaf_weight=0.0013373787540764438 0.0010301420560620842 0.0010021711694007725 0.0010751205768697179 0.0010081729577934438 0.0010440407946724693 0.0015247432147192093 0.0017366436454766612
leaf_count=791 731 524 274 184 333 697 376
internal_value=0 2.53425e-05 6.49987e-05 0.000129781 0.000259517 0.000104431 -3.52608e-05
internal_weight=0 0.00872827 0.0077261 0.00638872 0.00357696 0.00253292 0.00281176
internal_count=3910 3179 2655 1864 1214 881 650
is_linear=0
shrinkage=0.00196078


Tree=8786
num_leaves=8
num_cat=0
split_feature=50 156 133 160 4 4 16
split_gain=3.88437e-05 3.83385e-05 3.92593e-05 5.39897e-05 3.9508e-05 4.35987e-05 3.33114e-05
threshold=0.086465000000000014 0.083820000000000019 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 0.25367000000000006 0.025915000000000004
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=0.00020190089574160348 -0.00036658273021307583 -0.00032256957862380141 -0.00024392304394768905 -0.00025791258224749995 -0.00012095234191538801 0.00033578715812510897 0.00066436516567342982
leaf_weight=0.0013562798988551608 0.0010228435199379953 0.0010142097303478372 0.0012064044687953674 0.0010997855580072375 0.0018627920983649519 0.0014130340623646183 0.0010722268620943626
leaf_count=850 715 525 551 282 378 360 249
internal_value=0 3.65975e-05 8.20715e-05 0.000139872 0.000216564 7.60631e-05 0.000406087
internal_weight=0 0.00902473 0.00801052 0.00680412 0.00570433 0.00327583 0.00242851
internal_count=3910 3195 2670 2119 1837 738 1099
is_linear=0
shrinkage=0.00196078


Tree=8787
num_leaves=7
num_cat=0
split_feature=50 42 13 3 2 4
split_gain=2.18139e-05 2.84192e-05 3.21159e-05 5.07029e-05 3.87372e-05 3.36282e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.032264999999999995 -0.015794999999999997 0.097940000000000013 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.0002275498953983096 -0.00027618499221029684 -0.00027361682692681594 0.00053298629886502458 -0.00021207347442928423 0.00014379605271576772 0.00023345966428732346
leaf_weight=0.0014148158314190758 0.0010205826934045351 0.0016898396621825894 0.0012007673678636195 0.0011150756125887168 0.0017297609752465674 0.0015661390057063731
leaf_count=867 731 1163 333 220 447 149
internal_value=0 2.67964e-05 7.60806e-05 0.000198132 -6.24739e-05 4.81693e-05
internal_weight=0 0.0087164 0.00730158 0.00388198 0.0034196 0.00268121
internal_count=3910 3179 2312 702 1610 369
is_linear=0
shrinkage=0.00196078


Tree=8788
num_leaves=7
num_cat=0
split_feature=47 160 403 12 4 12
split_gain=7.59791e-06 1.47793e-05 2.64849e-05 4.23983e-05 2.79005e-05 1.07653e-05
threshold=0.09550500000000002 0.084835000000000008 0.03138500000000001 0.084100000000000022 -1.0000000180025095e-35 0.097145000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.011622518099966872 0.005931623627759449 0.0076667193810465543 0.010778669545252282 -0.024777699177059007 -0.0090144558196213927 -0.010297901790451832
leaf_weight=0.0013330894938047592 0.001712900327408679 0.0014136168963008013 0.0010278789589404395 0.0010510923624081326 0.0012881528135783842 0.0010038035553395865
leaf_count=420 389 473 414 1342 410 462
internal_value=0 -0.00148671 -0.00375519 -0.00694994 0.00148092 -0.0177044
internal_weight=0 0.00711763 0.00570402 0.00467614 0.00262124 0.0020549
internal_count=3910 3521 3048 2634 830 1804
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=1.89784e-05 2.32613e-05 2.57352e-05 5.07585e-05 4.35282e-05 7.58663e-05 3.25055e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.084795000000000023 -0.032264999999999995 0.087945000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.000205137490680082 -0.00025500994590734062 -0.00020730615705287983 9.2262780852725692e-05 -0.00025575670072726158 0.00062554197701761381 0.00046610137799293607 -0.000331099733767386
leaf_weight=0.0014085486907249875 0.0010360942674698314 0.0010948004679801277 0.0018566685296121429 0.0010318336456647452 0.0010105884632917788 0.0012235141513864619 0.0011165747251974437
leaf_count=867 731 480 547 679 313 165 128
internal_value=0 2.56502e-05 6.99748e-05 0.00011863 0.000287375 0.000135847 -6.67272e-05
internal_weight=0 0.00874253 0.00733398 0.00623918 0.00326594 0.00225535 0.00297324
internal_count=3910 3179 2312 1832 1157 844 675
is_linear=0
shrinkage=0.00196078


Tree=8790
num_leaves=8
num_cat=0
split_feature=50 42 51 47 1 43 43
split_gain=2.5149e-05 3.60166e-05 3.57542e-05 3.48111e-05 5.28512e-05 6.30647e-05 3.46932e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10498500000000001 -0.073139999999999983 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.0002528827228625224 -0.00029635732117953769 -0.00024203691324922754 0.00047278805166985701 -0.00013889067513047409 0.00059834548361894265 -0.00025049422643484486 0.00020849295540407636
leaf_weight=0.0014467031134077169 0.0010115106202936716 0.0010923650310062745 0.0012489254728478665 0.0013344628324389787 0.0010940655465673643 0.0015472433506719834 0.0010716897027270226
leaf_count=875 715 481 412 220 459 552 196
internal_value=0 3.00366e-05 8.54317e-05 0.000142244 0.000217853 0.000110227 -6.26728e-05
internal_weight=0 0.00883546 0.00738875 0.00629639 0.00496192 0.00386786 0.00261893
internal_count=3910 3195 2320 1839 1619 1160 748
is_linear=0
shrinkage=0.00196078


Tree=8791
num_leaves=8
num_cat=0
split_feature=50 42 160 133 0 47 16
split_gain=3.2909e-05 2.74727e-05 3.19154e-05 2.8999e-05 5.37698e-05 3.23837e-05 2.38051e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.070894999999999986 0.077065000000000008 -0.090809999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00021621922832284533 -0.00033441865875046163 0.00043229134644467016 -0.00019064665078394815 -0.00012891421987205458 0.00052546606595599429 -0.00017717006064563593 9.9668792866816403e-06
leaf_weight=0.0013953274770587692 0.001033335693841164 0.0010461060071153834 0.0013278559753679645 0.0011843842199056077 0.0014714222044581952 0.001230170049235561 0.0010071995278705993
leaf_count=867 731 269 290 699 437 170 447
internal_value=0 3.57822e-05 8.41678e-05 0.000145609 0.000213989 7.44065e-05 0.00022513
internal_weight=0 0.00866247 0.00726714 0.00593928 0.0047549 0.00328348 0.00205331
internal_count=3910 3179 2312 2022 1323 886 716
is_linear=0
shrinkage=0.00196078


Tree=8792
num_leaves=6
num_cat=0
split_feature=4 1 160 2 13
split_gain=8.11353e-06 1.78002e-05 2.07858e-05 2.57665e-05 2.30927e-05
threshold=0.24280000000000004 0.11215000000000001 0.084835000000000008 0.084235000000000018 -0.017604999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0090928187965395573 0.0059822188680252577 -0.011850879640598961 0.012420744145627292 -0.017176678277432675 0.00019608632543735398
leaf_weight=0.0013828676926335636 0.0017812334407053361 0.0013602073688200444 0.0012255715436977404 0.0013467947361154114 0.0017716023763061704
leaf_count=809 549 290 391 1030 841
internal_value=0 -0.00156752 0.000874934 -0.00226868 -0.00730698
internal_weight=0 0.00708704 0.00572684 0.00450126 0.0031184
internal_count=3910 3361 3071 2680 1871
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=2.92985e-05 2.50235e-05 3.45951e-05 3.15481e-05 4.92313e-05 6.20416e-05 3.0723e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.016865000000000002 -0.032264999999999995 0.087945000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00021046833899905764 -0.00032091189981942899 -0.00024437751617803385 0.00014380653219826786 -0.00024620669102919118 0.00062845477141253733 0.00041375587865021744 -0.00027336043471137009
leaf_weight=0.0013680659952759249 0.0010074517767647033 0.0010816139898619801 0.0018151245122207959 0.0010276864404576008 0.0010096677177696841 0.0011724432443521197 0.0010841365272315827
leaf_count=867 731 480 547 672 327 158 128
internal_value=0 3.26009e-05 7.88462e-05 0.000136073 0.00026999 0.000105486 -1.2187e-05
internal_weight=0 0.00855874 0.00719067 0.00610906 0.0032098 0.00220013 0.00289926
internal_count=3910 3179 2312 1832 1157 830 675
is_linear=0
shrinkage=0.00196078


Tree=8794
num_leaves=8
num_cat=0
split_feature=13 3 48 15 3 12 15
split_gain=9.45184e-06 1.90516e-05 2.24907e-05 3.1889e-05 2.98204e-05 3.56868e-05 2.62087e-05
threshold=-0.23438999999999996 0.11265500000000002 0.091555000000000011 -0.096369999999999983 -0.018854999999999997 0.086935000000000012 0.086375000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0084653277190583597 0.01232402102639505 -0.013909508221550029 0.013402271118800194 0.013195926263725328 -0.019557937062435027 -0.020301241580814644 0.0025249973685621862
leaf_weight=0.0011366568693577184 0.0012167405214281507 0.0010375927957603165 0.0011467195591571928 0.0011419762644449827 0.0011800652081568434 0.0010103408338413458 0.0010017363027908296
leaf_count=210 453 138 373 795 293 834 814
internal_value=0 -0.00130063 0.000652741 -0.00198111 -0.00599707 -0.00092337 -0.00893693
internal_weight=0 0.00773517 0.00669758 0.00555086 0.00433412 0.00315405 0.00201208
internal_count=3910 3700 3562 3189 2736 2443 1648
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=8
num_cat=0
split_feature=1 12 47 52 13 43 15
split_gain=1.02235e-05 1.84976e-05 2.39589e-05 3.36038e-05 3.22797e-05 1.98214e-05 8.48742e-06
threshold=0.12864500000000004 0.10129000000000001 0.09252500000000001 -0.088354999999999989 -0.086679999999999993 -0.078079999999999997 -0.074174999999999977
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=-0.013385108845743291 0.0092617016042254238 -0.013861326867266065 -0.012839892851056953 -0.0080955859682887935 0.022711982727444478 0.012437890474864264 0.00075518292007376324
leaf_weight=0.001003579300991422 0.001041479483776823 0.0010173600427496017 0.0011102570983438391 0.0011123348624084177 0.0010821303083587588 0.0012234434515794106 0.001264656555331873
leaf_count=597 331 438 289 531 600 218 906
internal_value=0 -0.0012857 0.000596761 0.00322036 0.00677928 0.0114137 0.00649978
internal_weight=0 0.00781376 0.0067964 0.00568614 0.00468257 0.00357023 0.0024881
internal_count=3910 3579 3141 2852 2255 1724 1124
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=7
num_cat=0
split_feature=13 16 12 13 49 3
split_gain=9.52004e-06 1.9944e-05 4.03446e-05 2.81887e-05 1.50954e-05 4.25131e-05
threshold=-0.23438999999999996 0.22945500000000005 0.092365000000000017 -0.010739999999999998 -0.014479999999999998 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0085073989665583622 0.010597252385987991 0.01049454359744173 -0.020217176439211032 -0.015059680023628459 -0.012581185121467279 0.013463281298831536
leaf_weight=0.0011356201152406594 0.0017537716201691273 0.0012087692639756046 0.0011805370382378735 0.0010353944142714152 0.0013765998552516621 0.0011505968856062795
leaf_count=210 1482 527 849 196 515 131
internal_value=0 -0.00130004 -0.00349445 0.000218947 -0.00489002 -0.000723508
internal_weight=0 0.00770567 0.0064969 0.00531636 0.00356259 0.0025272
internal_count=3910 3700 3173 2324 842 646
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=8
num_cat=0
split_feature=50 133 160 13 2 2 3
split_gain=2.37109e-05 2.58953e-05 4.19133e-05 3.15966e-05 3.75852e-05 4.15927e-05 2.09714e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.043015000000000005 0.10705000000000002 0.089910000000000004 -0.075954999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00017939467927111872 -0.00028843683651748797 -0.00023846474232168459 -0.00027615384216961997 0.0004054342190565827 -0.00020444666952203073 0.00050190736151865833 0.00018963374203184393
leaf_weight=0.0010297629969210948 0.0010139707596142642 0.0011984700057229292 0.0011228991480622466 0.0013142653579430487 0.0014297534512094289 0.0010378612830612487 0.0013929267996988072
leaf_count=845 731 617 300 383 386 330 318
internal_value=0 2.8733e-05 7.24355e-05 0.000135523 6.29846e-05 0.000173476 3.27784e-05
internal_weight=0 0.00852594 0.00732747 0.00620457 0.0048903 0.00346055 0.00242269
internal_count=3910 3179 2562 2262 1879 1493 1163
is_linear=0
shrinkage=0.00196078


Tree=8798
num_leaves=8
num_cat=0
split_feature=50 4 160 133 42 1 4
split_gain=2.67124e-05 4.32842e-05 2.56809e-05 2.86825e-05 3.12991e-05 5.04137e-05 3.87331e-05
threshold=0.084340000000000012 0.28937500000000005 0.087825000000000014 0.087035000000000015 -1.0000000180025095e-35 0.085410000000000014 0.05309500000000001
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=-0.00020367626106360478 -0.00030188397871144839 0.00039667470748601185 -0.00026553271447896185 -0.00027163715495877886 0.00040927664028499091 -0.00025877789922986057 0.00024914990828333981
leaf_weight=0.0011038421814644223 0.0010333872997529926 0.0010918404160420517 0.0013549671117828368 0.0010040932556058283 0.0018483750339884446 0.0012522691353805053 0.0010707718714038795
leaf_count=594 731 396 359 603 609 517 101
internal_value=0 3.15101e-05 -2.07148e-05 3.21123e-05 8.9928e-05 0.000167622 -2.4656e-05
internal_weight=0 0.00872616 0.00763432 0.00627935 0.00527526 0.00417142 0.00232304
internal_count=3910 3179 2783 2424 1821 1227 618
is_linear=0
shrinkage=0.00196078


Tree=8799
num_leaves=7
num_cat=0
split_feature=50 160 49 52 13 16
split_gain=2.66542e-05 2.91204e-05 3.5976e-05 2.47532e-05 3.41435e-05 3.81635e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 -0.031409999999999993 0.00079000000000000012 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00026243887441100593 -0.00031193514016918588 0.00029535866730620878 -0.00028182389527185719 -0.00028098409182596878 0.00029633583788578994 0.00016463404689887732
leaf_weight=0.0016072091036532727 0.0010130573302635356 0.0011043703076984929 0.0018036608335089809 0.0019294477050549592 0.0010638001243890253 0.0011974752952207579
leaf_count=804 715 220 738 951 270 212
internal_value=0 2.41108e-05 -2.98484e-05 -8.97626e-05 -7.10064e-06 -0.000110332
internal_weight=0 0.00870596 0.00709875 0.00599438 0.00419072 0.00312692
internal_count=3910 3195 2391 2171 1433 1163
is_linear=0
shrinkage=0.00196078


Tree=8800
num_leaves=8
num_cat=0
split_feature=50 4 48 13 43 52 3
split_gain=2.13778e-05 2.90694e-05 2.35009e-05 2.98231e-05 7.17459e-05 5.06049e-05 2.15892e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 -0.0024749999999999993 0.013605000000000001 -0.0066199999999999991 -0.028189999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7
right_child=-2 -3 -4 5 -6 6 -8
leaf_value=-0.00042944812109560514 -0.00026936718631547809 0.00033490676593973974 0.00023798400989205303 -0.00025025525681976571 0.0002034341708796496 5.7746964496323898e-05 0.00045393220110814136
leaf_weight=0.0019220989706381388 0.0010286104585854527 0.0010531063042487788 0.0012063696822391399 0.001226238491413166 0.0010731803232177431 0.0010879563803298019 0.0010289324391230552
leaf_count=1406 731 396 325 384 299 278 91
internal_value=0 2.97385e-05 -1.28572e-05 -6.0599e-05 -0.000202692 6.67097e-05 0.000250316
internal_weight=0 0.00859788 0.00754478 0.00633841 0.00299528 0.00334313 0.00211689
internal_count=3910 3179 2783 2458 1705 753 369
is_linear=0
shrinkage=0.00196078


Tree=8801
num_leaves=7
num_cat=0
split_feature=1 150 12 2 12 52
split_gain=8.25026e-06 1.85638e-05 3.89186e-05 3.53715e-05 1.66958e-05 1.61755e-05
threshold=0.10498500000000001 0.084380000000000024 0.088325000000000015 0.09116500000000001 0.094045000000000004 -0.014099999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2
right_child=5 -3 4 -5 -6 -7
leaf_value=-0.0039367262006019133 0.013131030809702616 0.00992200196565559 0.014548210108154033 -0.027509354583175313 -0.0035694853317320297 -0.0016661096060516833
leaf_weight=0.0017039396702149606 0.0012108602267812876 0.0010245217590103056 0.0010232696505633422 0.001016183187601381 0.0010113208499282003 0.0018947891311634447
leaf_count=1044 373 285 689 312 721 486
internal_value=0 -0.00228756 -0.00491841 -0.012743 0.00554256 0.00410314
internal_weight=0 0.00577924 0.00475471 0.00272012 0.00203459 0.00310565
internal_count=3910 3051 2766 1356 1410 859
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=8
num_cat=0
split_feature=50 42 51 2 2 2 2
split_gain=3.20729e-05 3.76979e-05 3.6368e-05 3.43254e-05 3.60996e-05 5.60486e-05 4.16469e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 0.086545000000000025 0.113945 0.10274500000000002 0.091250000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00025679490194546566 -0.00033443767618855419 -0.00023994438183743788 -0.00010416177317982575 0.00041701871421559634 -5.1115525321385758e-05 0.00064884175078966334 -0.00013189814297448081
leaf_weight=0.0014474672777155034 0.001020187236358174 0.0010999465598836048 0.0015779902508204968 0.0010387203589725116 0.0012840521939498925 0.0013343994893112105 0.0010880606754009945
leaf_count=875 715 481 732 252 359 196 300
internal_value=0 3.26738e-05 8.91182e-05 0.00014636 0.000229669 0.000333836 0.000136193
internal_weight=0 0.00887064 0.00742317 0.00632322 0.00474523 0.00346118 0.00212678
internal_count=3910 3195 2320 1839 1107 748 552
is_linear=0
shrinkage=0.00196078


Tree=8803
num_leaves=7
num_cat=0
split_feature=0 42 160 160 15 15
split_gain=9.58748e-06 2.20581e-05 2.52242e-05 4.18213e-05 4.60827e-05 2.72143e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 -0.10469999999999999 -0.033649999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.014578634536223024 0.0063693265075053622 -0.011465118016581385 -0.01332534745456101 -0.0084920551043832695 0.028429932988240952 0.0075026380077243306
leaf_weight=0.0011235092799291007 0.0018427102381160425 0.0013191037939791848 0.0010535941152076496 0.0010253740438003842 0.0011034475766333524 0.0014224302215475207
leaf_count=1005 446 925 303 236 344 651
internal_value=0 -0.00173212 0.000704293 0.0037393 0.00938694 0.0166449
internal_weight=0 0.00704746 0.00592395 0.00487036 0.00355125 0.00252588
internal_count=3910 3464 2459 2156 1231 995
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=7
num_cat=0
split_feature=4 1 3 13 2 16
split_gain=9.01588e-06 1.57744e-05 2.22289e-05 3.10012e-05 1.48794e-05 4.78452e-06
threshold=0.24280000000000004 0.11215000000000001 0.097615000000000021 -0.080814999999999984 0.086650000000000019 -0.040439999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.016879556934484306 0.0062983049990778424 -0.011340123027722889 0.013938897608241258 -0.0052302050092406793 0.01262848427505656 0.0029879329979010248
leaf_weight=0.0011094794207268405 0.0017881767478186957 0.0013575202349294197 0.0010318448077252657 0.001527614465467949 0.001026823041074709 0.0010323723301610395
leaf_count=1044 549 290 130 780 521 596
internal_value=0 -0.00164798 0.000648972 -0.00227102 0.00224772 0.00779522
internal_weight=0 0.00708565 0.00572813 0.00469629 0.00358681 0.0020592
internal_count=3910 3361 3071 2941 1897 1117
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=7
num_cat=0
split_feature=50 42 160 133 16 3
split_gain=2.80232e-05 3.18609e-05 3.15519e-05 3.01616e-05 5.61495e-05 2.48256e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.0095499999999999977 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00024351686893021065 -0.00031496411393225695 0.00017206065525455496 -0.00019491282735983111 -0.00013808879215270232 0.0004628849462383778 -0.00021137280332612137
leaf_weight=0.0013898405255468238 0.00102055754139863 0.0017715462433607132 0.0013117121953023121 0.0011921262185027462 0.0019832477771860807 0.001024717630559252
leaf_count=867 731 529 290 699 604 190
internal_value=0 2.85354e-05 8.04496e-05 0.000140935 0.00021053 3.15478e-05
internal_weight=0 0.00867319 0.00728335 0.00597164 0.00477951 0.00279626
internal_count=3910 3179 2312 2022 1323 719
is_linear=0
shrinkage=0.00196078


Tree=8806
num_leaves=7
num_cat=0
split_feature=1 2 43 4 2 16
split_gain=7.8891e-06 1.7529e-05 3.70016e-05 2.05053e-05 1.67765e-05 1.41643e-05
threshold=0.10498500000000001 0.087005000000000013 0.0050750000000000005 -0.0048949999999999992 0.114165 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -2 -1
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.0029173699057799003 -0.0019846102731709129 -0.022030872681537705 0.0080242475835338983 -0.0036719805287219972 0.01301845188300706 0.013357221483029608
leaf_weight=0.0011075073202459059 0.0018635572974061675 0.0013086520792214779 0.0011866234141671142 0.0011369143392505857 0.0012420801075601262 0.001034123708457861
leaf_count=778 459 888 358 466 400 561
internal_value=0 -0.00223452 -0.00646544 -0.013496 0.00401577 0.0049411
internal_weight=0 0.00577382 0.00363219 0.00244557 0.00310564 0.00214163
internal_count=3910 3051 1712 1354 859 1339
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=7
num_cat=0
split_feature=43 16 133 42 2 2
split_gain=8.07648e-06 2.28381e-05 3.58325e-05 2.79168e-05 2.75312e-05 5.65212e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0074054559520591286 -0.0043406842191197987 -0.012400546990090524 0.018346194130230684 -0.016846452806599004 -0.010813716750915916 0.024472640401776671
leaf_weight=0.0012501758188936066 0.0017178864118291377 0.0014835441407913853 0.0010395094400591082 0.0010172562415737994 0.001232533101825434 0.0011277353306712663
leaf_count=275 670 563 1053 777 280 292
internal_value=0 -0.00126657 0.00142585 -0.00202605 0.00167075 0.00707819
internal_weight=0 0.00761846 0.00613492 0.00509541 0.00407815 0.00284562
internal_count=3910 3635 3072 2019 1242 962
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=8
num_cat=0
split_feature=50 4 16 2 16 52 16
split_gain=2.01206e-05 3.56604e-05 2.2383e-05 5.26891e-05 4.37136e-05 3.51118e-05 2.98925e-05
threshold=0.084340000000000012 0.28937500000000005 -0.014099999999999998 0.085255000000000011 -0.09601999999999998 0.091210000000000013 0.081265000000000018
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=0.00019364041806996281 -0.00026636647840363363 0.0003608410181969145 0.00020016630808100769 -7.5828060375047782e-05 -0.0005920892640118771 0.00036407787486639084 -0.00023484542774956436
leaf_weight=0.0013212991898713818 0.0010223913309476427 0.0010630722360173419 0.0010747438928887061 0.0015420036739882167 0.0010668416132768646 0.0011919773520325133 0.0013964227670310221
leaf_count=469 731 396 605 329 662 163 555
internal_value=0 2.44931e-05 -2.25962e-05 -0.000125373 -0.000286944 8.76724e-05 -4.56529e-05
internal_weight=0 0.00865636 0.00759329 0.00393014 0.00260885 0.00366314 0.00247117
internal_count=3910 3179 2783 1460 991 1323 1160
is_linear=0
shrinkage=0.00196078


Tree=8809
num_leaves=8
num_cat=0
split_feature=13 3 1 13 42 12 16
split_gain=8.31101e-06 1.88718e-05 2.3873e-05 2.67077e-05 2.61598e-05 3.27479e-05 2.77601e-05
threshold=-0.23438999999999996 0.11265500000000002 0.11561500000000001 -0.084184999999999996 0.085195000000000007 0.081660000000000024 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0079284848986384809 -0.015523672181765778 -0.013759516774229277 0.014471484510277858 -0.0079412717532934135 0.014486646390952734 -0.017160545921934552 0.0144250277156597
leaf_weight=0.001139622662470096 0.0011417000275123585 0.00103874838273804 0.0010630485591239837 0.0010383029996715145 0.0011667870664163662 0.0010863067052555428 0.0011919746819110512
leaf_count=210 864 138 350 165 837 1044 302
internal_value=0 -0.0012194 0.000728239 -0.00186901 0.00160817 -0.00292252 0.00401242
internal_weight=0 0.00772687 0.00668812 0.00562507 0.00448337 0.00331658 0.00223028
internal_count=3910 3700 3562 3212 2348 1511 467
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=7
num_cat=0
split_feature=4 1 3 2 42 12
split_gain=8.82307e-06 1.39849e-05 1.77568e-05 2.73359e-05 3.25202e-05 5.00241e-05
threshold=0.24280000000000004 0.11215000000000001 0.094625000000000015 0.097575000000000009 0.085195000000000007 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0080919960167022409 0.0062399399566388063 -0.010758651261241889 0.011023192813114716 -0.016761585335515607 0.016868439795457584 -0.020993226040461829
leaf_weight=0.0013696431096224932 0.0017860807396041936 0.0013553483299001299 0.0012595175553039295 0.0010240678662491679 0.0010155965297851044 0.00104061583946108
leaf_count=239 549 290 158 602 1013 1059
internal_value=0 -0.00162695 0.000540805 -0.00242616 0.00185904 -0.00446539
internal_weight=0 0.00706479 0.00570944 0.00444992 0.00342586 0.00241026
internal_count=3910 3361 3071 2913 2311 1298
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=8
num_cat=0
split_feature=50 133 160 13 2 2 15
split_gain=2.91e-05 2.44944e-05 4.33369e-05 3.2866e-05 3.09e-05 5.1767e-05 1.92069e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.043015000000000005 0.10705000000000002 0.089910000000000004 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00019500628333168476 -0.00031808333345614836 -0.0002275950606718772 -0.00028346493271414613 0.00041341651111557911 -0.00017699935265681334 0.0005287927000000816 0.00015694045550440194
leaf_weight=0.0010364365061587535 0.0010267038893922173 0.0012071385090809466 0.0011086271533664515 0.0013091085939985559 0.0014464532824449618 0.0010461872820352407 0.0014034030663262578
leaf_count=370 731 617 300 383 386 330 793
internal_value=0 3.1265e-05 7.3778e-05 0.000137231 6.39301e-05 0.000163899 7.43454e-06
internal_weight=0 0.00855735 0.00735022 0.00624159 0.00493248 0.00348603 0.00243984
internal_count=3910 3179 2562 2262 1879 1493 1163
is_linear=0
shrinkage=0.00196078


Tree=8812
num_leaves=8
num_cat=0
split_feature=50 4 48 42 49 0 52
split_gain=1.44654e-05 2.57219e-05 2.09107e-05 3.88871e-05 4.50878e-05 8.15121e-05 3.99791e-05
threshold=0.07992500000000001 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999 0.086635000000000004
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=-0.00031692756675577208 -0.0002271345437883168 0.00031023902661899609 0.00022088050406734449 -0.00031576730540785298 0.00052950854359273033 -0.00037759488222333565 0.00017052214531191755
leaf_weight=0.0010787064956281722 0.0010143851125624945 0.0010343691229724146 0.0011635656644116837 0.001721838090403144 0.0012932817551995824 0.0010077133321457574 0.0010392448997290828
leaf_count=235 755 396 323 1079 212 597 313
internal_value=0 2.08484e-05 -2.01322e-05 -6.57996e-05 3.16e-05 0.000144154 -9.93147e-05
internal_weight=0 0.00833872 0.00730435 0.00614078 0.00441895 0.00334024 0.00204696
internal_count=3910 3155 2759 2436 1357 1122 910
is_linear=0
shrinkage=0.00196078


Tree=8813
num_leaves=7
num_cat=0
split_feature=133 160 4 42 16 4
split_gain=1.08677e-05 4.10968e-05 2.19307e-05 3.20355e-05 5.04099e-05 9.40351e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.25367000000000006 0.091230000000000019 0.15737500000000001 -0.0025899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.0001756067749879853 -0.00030088421000219019 0.00042252623067704908 0.00028001154769054844 0.00029179642729011213 -0.00045464959604958101 -0.00026090389013772345
leaf_weight=0.0011227844932522385 0.0017063188026494947 0.0013680529122419044 0.0012031554189956255 0.0010586748997236904 0.0010822984072705092 0.0017826494915585257
leaf_count=604 1086 823 338 461 324 274
internal_value=0 -3.00833e-05 4.10613e-05 -1.32682e-05 -8.95649e-05 3.58454e-05
internal_weight=0 0.00820115 0.00649483 0.00529168 0.004233 0.0031507
internal_count=3910 3306 2220 1882 1421 1097
is_linear=0
shrinkage=0.00196078


Tree=8814
num_leaves=7
num_cat=0
split_feature=42 2 151 16 1 12
split_gain=8.60249e-06 2.41383e-05 2.85478e-05 5.97341e-05 2.78955e-05 2.2472e-05
threshold=-0.088669999999999985 0.086545000000000025 -0.0088999999999999982 -0.090809999999999988 0.095575000000000007 0.091405000000000014
decision_type=2 2 2 2 2 2
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leaf_value=0.0078655988114261811 -0.019242718846736333 -0.010758352772011705 0.021976750338340428 -0.011170203899714177 0.002399357747222935 0.0081167668473339071
leaf_weight=0.0011891376291781391 0.0013320722589352015 0.001239034631596146 0.001552629123658097 0.0014331123105850952 0.001077188450406644 0.0010443293969308594
leaf_count=480 950 420 466 604 457 533
internal_value=0 -0.00127474 0.00251659 0.00659794 -0.00956647 -0.00304006
internal_weight=0 0.00767837 0.00526911 0.00403007 0.00240926 0.00247744
internal_count=3910 3430 2023 1603 1407 1137
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=7
num_cat=0
split_feature=133 160 4 42 16 4
split_gain=8.23501e-06 3.26853e-05 1.8017e-05 2.584e-05 4.39739e-05 8.09554e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.25367000000000006 0.090750000000000011 0.15737500000000001 -0.0025899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0081958491628581851 -0.013808429068347181 0.021030947393587025 0.013497710493371139 0.013845018341651881 -0.02179850571091746 -0.012257448310285905
leaf_weight=0.0010667382981125921 0.0016209750518051628 0.0012874108551175257 0.0011402925037965203 0.0010129214202465814 0.0010338262388074745 0.0016890577057460515
leaf_count=604 1086 818 338 483 310 271
internal_value=0 -0.00117308 0.00214996 -0.000426026 -0.00403061 0.00214077
internal_weight=0 0.00778448 0.00616351 0.00502322 0.00401029 0.00297647
internal_count=3910 3306 2220 1882 1399 1089
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=7
num_cat=0
split_feature=15 151 160 2 0 0
split_gain=8.50975e-06 2.56254e-05 2.76736e-05 3.82149e-05 3.71205e-05 5.21873e-05
threshold=-0.11739999999999999 -0.076429999999999984 1.0000000180025095e-35 0.10113500000000002 -0.10071499999999999 -0.070894999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0069622886998089804 0.016224544948129065 0.022117711031115036 -0.0140696349805913 -0.011846655993061037 -0.015510488828607075 0.013659860066511837
leaf_weight=0.0014784417151214148 0.0010008549240222969 0.0011981204492004785 0.0012894455489253047 0.001380850451134208 0.0011045405465358574 0.0013790478630662602
leaf_count=614 487 182 404 536 1386 301
internal_value=0 0.0013523 -0.000991052 0.00234009 0.00766093 0.000686763
internal_weight=0 0.00735286 0.006352 0.00506256 0.00368171 0.00248359
internal_count=3910 3296 2809 2405 1869 1687
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=7
num_cat=0
split_feature=3 39 15 3 2 16
split_gain=1.91545e-05 2.96787e-05 3.95305e-05 4.14285e-05 4.42692e-05 5.43311e-05
threshold=0.15165000000000003 0.005105000000000001 -0.11739999999999999 -0.100615 0.097135000000000013 -0.088144999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00040851355858355099 0.00023751681808320814 0.00027509507080470655 0.00026449677266788201 0.00027851264066703946 -0.00041740462912782353 -0.00021028398015602003
leaf_weight=0.0011931659375902679 0.0010888459071710941 0.0010213884582898946 0.0015061665382381031 0.0015661601083026538 0.0012995703366427084 0.0019790596177567087
leaf_count=342 209 425 425 466 540 1503
internal_value=0 -3.85832e-05 -8.10517e-05 -1.95309e-05 -0.00010783 5.6501e-06
internal_weight=0 0.00856551 0.00754412 0.00635096 0.00484479 0.00354522
internal_count=3910 3701 3276 2934 2509 1969
is_linear=0
shrinkage=0.00196078


Tree=8818
num_leaves=7
num_cat=0
split_feature=2 52 3 15 15 4
split_gain=8.52614e-06 3.56342e-05 2.63202e-05 5.64158e-05 2.33355e-05 2.13615e-05
threshold=0.10946500000000002 0.090640000000000012 -0.089974999999999986 -0.017214999999999998 -0.096369999999999983 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=-0.011713495812598626 0.015254844480199821 -0.015601369053976182 0.0057080537244308272 0.019102128506473387 -0.01535104786860172 -0.0036721157305962693
leaf_weight=0.0010769069627195932 0.001105371387788942 0.0014721244430203513 0.001024612919803182 0.0017728470241699925 0.0010816646738606324 0.0012948057238670271
leaf_count=570 353 735 325 965 548 414
internal_value=0 -0.00194029 0.00211755 0.00595727 -0.00510671 0.00504446
internal_weight=0 0.00642816 0.00495603 0.00387912 0.00210628 0.00240018
internal_count=3910 3143 2408 1838 873 767
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=6
num_cat=0
split_feature=0 43 4 15 47
split_gain=8.76481e-06 2.20673e-05 1.96342e-05 4.89538e-05 2.06844e-05
threshold=-0.017269999999999997 -0.079374999999999987 -0.06272999999999998 -0.07142999999999998 0.087235000000000021
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.011305769847878112 0.0061435277094683098 -0.0097008093504637356 0.0041598559224749806 0.020261405996654228 -0.013859135822313524
leaf_weight=0.0017672488166492906 0.0018204979075096923 0.0011844120589117281 0.0016103281355569524 0.0013754870925803808 0.0010540601941965465
leaf_count=1184 446 1014 552 501 213
internal_value=0 -0.0016463 0.00162126 0.00494067 -0.00296865
internal_weight=0 0.00699154 0.00522429 0.00403988 0.00266439
internal_count=3910 3464 2280 1266 765
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=8
num_cat=0
split_feature=50 160 49 133 52 4 15
split_gain=1.49767e-05 2.61317e-05 3.8333e-05 2.49924e-05 5.21027e-05 7.9677e-05 3.19065e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 0.048490000000000012 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00024445810174239524 -0.00023304264954603527 0.00030331764865159364 -0.00062314144188857772 -0.00037860619083008288 0.00028060339746531195 -0.00017381487450492678 0.00027830851386040069
leaf_weight=0.0015843160332323402 0.0010305946430261498 0.0010890558797787943 0.0010362643784518717 0.0010056683848005243 0.0013974267277676155 0.0013571381185547148 0.0010758040478103298
leaf_count=802 731 220 628 455 593 251 230
internal_value=0 1.71753e-05 -3.45514e-05 -9.72113e-05 -3.90623e-05 -0.000167826 2.61061e-05
internal_weight=0 0.00854567 0.00696136 0.0058723 0.00486663 0.00346921 0.00243294
internal_count=3910 3179 2377 2157 1702 1109 481
is_linear=0
shrinkage=0.00196078


Tree=8821
num_leaves=9
num_cat=0
split_feature=50 4 12 133 160 49 43 0
split_gain=1.99542e-05 3.15208e-05 2.23489e-05 3.9963e-05 5.57253e-05 4.68043e-05 6.07808e-05 7.55494e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 0.086110000000000006 -0.00064499999999999985 -0.074254999999999988 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00028196527430071226 -0.00026388925356889039 0.00034205817955121614 -0.00015138840947418188 -0.00031134737498185802 -0.00031890745294759702 0.00066310948491531433 0.00048577357734626314 -0.00026742820380703695
leaf_weight=0.001061610596254408 0.001018782594098531 0.001065314023403866 0.0011365649105394898 0.0011248478944162789 0.0010152725607705292 0.0011919045487680784 0.0010159621298889638 0.0010321577957333791
leaf_count=306 731 396 277 642 228 345 133 852
internal_value=0 2.62465e-05 -1.81483e-05 2.4829e-05 9.4962e-05 0.000190971 0.000311066 0.000106195
internal_weight=0 0.00864363 0.00757832 0.00651671 0.00539186 0.00437659 0.00324002 0.00204812
internal_count=3910 3179 2783 2477 1835 1607 1330 985
is_linear=0
shrinkage=0.00196078


Tree=8822
num_leaves=6
num_cat=0
split_feature=42 0 49 12 0
split_gain=8.59674e-06 1.69102e-05 3.00279e-05 5.19599e-05 2.8098e-05
threshold=0.092145000000000019 -0.017269999999999997 -0.0019649999999999997 0.086865000000000012 -0.11287999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011168579513082956 -0.0071896018096996375 0.011011314654178228 0.0046390361210125915 0.019745766939956527 -0.016229707270546522
leaf_weight=0.0019622842737025865 0.0014141456573378858 0.0014483002354570623 0.0015108092754635674 0.0013679301768368072 0.0011260631912536627
leaf_count=649 832 364 282 1106 677
internal_value=0 0.00131829 -0.00103435 0.00393124 -0.00427286
internal_weight=0 0.00741539 0.00596709 0.0040048 0.00263687
internal_count=3910 3078 2714 2065 959
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=8
num_cat=0
split_feature=50 160 49 42 42 3 1
split_gain=2.03537e-05 3.0498e-05 4.01981e-05 3.35584e-05 4.41266e-05 5.28914e-05 1.75982e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 -1.0000000180025095e-35 0.013395000000000002 0.089680000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00026424984690504385 -0.00027395229513427091 0.00030605983780944218 -0.00034150065506544243 -0.00032410661188773 0.00048061705564750345 0.00011809116438571898 -0.00024050557022566052
leaf_weight=0.001610255013594521 0.0010062863078009595 0.0011225518094827233 0.0010970258732834956 0.0017789808031507181 0.0010255909565166574 0.0010452316999326192 0.0010594977095413482
leaf_count=804 715 220 738 855 311 61 206
internal_value=0 2.0528e-05 -3.45233e-05 -9.81765e-05 -3.09911e-06 0.000115494 -6.24225e-05
internal_weight=0 0.00873913 0.00712888 0.00600633 0.00422735 0.00313032 0.00210473
internal_count=3910 3195 2391 2171 1316 578 267
is_linear=0
shrinkage=0.00196078


Tree=8824
num_leaves=6
num_cat=0
split_feature=150 15 4 16 16
split_gain=9.18907e-06 2.2936e-05 3.20459e-05 3.17075e-05 1.91624e-05
threshold=0.084800000000000014 -0.038029999999999987 -0.06272999999999998 -0.055679999999999993 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00047646648977210583 0.0071879900621515938 -0.012072802102010855 0.015253805491126133 -0.021891536922734978 0.0042499160694673159
leaf_weight=0.0019094081209387046 0.0014642300766896515 0.001281396751528683 0.0014549869739950579 0.0010838455710750997 0.0016393731929028514
leaf_count=720 458 1065 499 711 457
internal_value=0 -0.00148535 0.00312888 -0.00823078 -0.00291117
internal_weight=0 0.00736901 0.00437576 0.00299325 0.00292077
internal_count=3910 3452 2021 1431 1522
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=7
num_cat=0
split_feature=1 0 12 150 1 12
split_gain=9.56307e-06 2.67042e-05 2.76444e-05 2.33765e-05 2.51941e-05 1.67311e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 0.10561500000000001 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.016885994239399196 -0.01177256151259436 -0.010450831309967582 0.010776267761741466 0.014881979988719249 0.011381028889103487 -0.0050577599869171307
leaf_weight=0.0011123345103011932 0.0014039601468409458 0.0010692350334290369 0.001439465991504922 0.001209626144606229 0.0015619933679008797 0.0010256957054652978
leaf_count=747 706 784 678 348 396 251
internal_value=0 -0.00398925 0.00172905 0.00270372 -0.00098677 0.0048651
internal_weight=0 0.00362104 0.0025087 0.00520128 0.00399165 0.00258769
internal_count=3910 2209 1462 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=8
num_cat=0
split_feature=50 4 151 2 12 43 16
split_gain=1.79069e-05 3.22102e-05 2.39003e-05 3.72741e-05 4.25669e-05 4.38309e-05 1.07671e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35 -0.08909499999999998
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=0.00021246278352306312 -0.00025473193853127018 0.00034176234310898194 -0.00043576313390269333 -0.00034013271631573642 0.00028074385251042404 0.00019493395805085284 -9.0620666508325158e-05
leaf_weight=0.0013536973422833623 0.001008356420289863 0.0010584643426372201 0.0010914561925328523 0.0015347376503260521 0.0015255882908865631 0.0010103473315501727 0.0010203748293440449
leaf_count=454 731 396 890 437 611 134 257
internal_value=0 2.14675e-05 -2.35181e-05 -7.51876e-05 1.22999e-05 -0.00011887 5.14516e-05
internal_weight=0 0.00859467 0.0075362 0.0061825 0.00464777 0.00312218 0.00203072
internal_count=3910 3179 2783 2329 1892 1281 391
is_linear=0
shrinkage=0.00196078


Tree=8827
num_leaves=7
num_cat=0
split_feature=15 42 2 4 12 0
split_gain=8.94433e-06 2.26953e-05 2.04721e-05 2.8968e-05 2.51885e-05 4.52857e-05
threshold=0.090505000000000016 0.088915000000000008 0.085355000000000014 -0.00027999999999999998 0.088375000000000023 -0.14136999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.023948009345151983 -0.0089296968826375455 -0.010449835368022777 -0.0050681753236792408 0.00079026122902182755 -0.013147317472381563 0.019890292916215871
leaf_weight=0.0010053041962275941 0.0010042157732130077 0.0013982036280660746 0.0019508910775377589 0.0011674554120344384 0.001139464342727005 0.0011588061393387112
leaf_count=594 719 752 298 251 535 761
internal_value=0 0.00109554 0.00360924 0.011505 -0.00042817 0.00423242
internal_weight=0 0.00782012 0.00642192 0.00217276 0.00424916 0.0031097
internal_count=3910 3191 2439 845 1594 1059
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=7
num_cat=0
split_feature=1 0 12 150 1 4
split_gain=7.89354e-06 2.33953e-05 2.79552e-05 2.03566e-05 2.31691e-05 1.61475e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.077110000000000012 0.10561500000000001 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.015736106600737983 -0.011364981014566304 -0.010546002545060294 0.010803754445700579 0.013826874319415689 -0.0032077070310486478 0.012590597708153101
leaf_weight=0.0011070943466079558 0.0013975860383114952 0.0010678413929009383 0.0014408437918704913 0.0012084432114193491 0.0013069006519069797 0.0012812345267141847
leaf_count=747 706 784 678 348 305 342
internal_value=0 -0.00362751 0.00171606 0.00245753 -0.000989579 0.00461311
internal_weight=0 0.00361578 0.00250869 0.00519416 0.00398572 0.00258814
internal_count=3910 2209 1462 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 4
split_gain=1.39768e-05 2.75034e-05 4.0378e-05 2.99257e-05 4.88277e-05 3.21092e-05 2.47737e-05
threshold=0.07992500000000001 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 -0.04133499999999999
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=-0.00016199025292220516 -0.00022159569212758517 -0.00025566184541068711 -0.00028052799418859444 0.0005001136452281134 -3.1071101016189379e-05 -0.0002014721480217666 0.00037102787253740876
leaf_weight=0.0011016070241169689 0.001010376010723975 0.0011732528861960745 0.0010832009667572813 0.0014360003244428556 0.0010281622365332999 0.0011288738752002658 0.0013794779586410177
leaf_count=631 755 614 296 573 468 146 427
internal_value=0 2.26073e-05 6.82221e-05 0.000130415 0.000195194 7.13816e-05 0.000199315
internal_weight=0 0.00833058 0.00715732 0.00607412 0.00497251 0.00353651 0.00240764
internal_count=3910 3155 2541 2245 1614 1041 895
is_linear=0
shrinkage=0.00196078


Tree=8830
num_leaves=8
num_cat=0
split_feature=51 484 150 3 1 0 52
split_gain=7.65039e-06 2.25907e-05 2.40624e-05 2.7533e-05 3.14877e-05 3.89858e-05 2.27253e-05
threshold=0.08955500000000001 0.073820000000000011 0.082085000000000019 0.11265500000000002 0.10752500000000002 -0.088084999999999983 0.086635000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.019657817738051878 -0.0077661576961445657 0.015101085327927484 0.012626611498629675 -0.017104225252384638 0.013892044629712967 -0.0074858836695778728 0.013606362436963122
leaf_weight=0.0011745056556051649 0.0011184791673915168 0.0010003915739362551 0.001084161677232051 0.0011961473007869386 0.0011911609213691512 0.0010078192350196683 0.0010358301779645625
leaf_count=625 487 456 314 149 293 993 593
internal_value=0 0.00108531 -0.00101067 -0.00364827 2.01978e-06 -0.0051392 0.00320479
internal_weight=0 0.00769002 0.00668962 0.00560546 0.00440932 0.00321816 0.00204365
internal_count=3910 3423 2967 2653 2504 2211 1586
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=7
num_cat=0
split_feature=50 4 12 133 49 12
split_gain=1.63882e-05 3.41721e-05 2.4175e-05 4.08732e-05 4.3581e-05 4.95943e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 -0.00064499999999999985 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.0002963996063259779 -0.00023919646642868119 0.00035588234079577096 -0.00015014857753768639 -0.00031890886066184845 0.00047976530016723877 8.4289918052713774e-06
leaf_weight=0.0010563946177488985 0.0010088774885610554 0.001052163370174654 0.0018166666038734727 0.0011057438077758993 0.0015877189501382648 0.0018681619485428254
leaf_count=306 731 396 380 642 292 1163
internal_value=0 2.51459e-05 -2.16603e-05 2.3843e-05 9.5724e-05 0.000224973
internal_weight=0 0.00848685 0.00743469 0.00637829 0.00527255 0.00345588
internal_count=3910 3179 2783 2477 1835 1455
is_linear=0
shrinkage=0.00196078


Tree=8832
num_leaves=8
num_cat=0
split_feature=50 133 160 13 2 3 43
split_gain=1.43329e-05 2.78257e-05 4.17764e-05 3.1993e-05 3.07869e-05 3.80988e-05 2.93039e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.043015000000000005 0.10705000000000002 0.082730000000000012 -0.028814999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00028691838059050957 -0.00022199061409135338 -0.00025117276112419739 -0.00027866700448968832 0.00040181255481627038 -0.00018087784965244529 0.00047954894107082532 -0.00014666097612248951
leaf_weight=0.0010036424921894818 0.0010259685215847835 0.0012205822550076031 0.0011304753392275286 0.001322046820301224 0.0014579747651750847 0.0010095954596983179 0.0014875870895571545
leaf_count=621 731 617 300 383 386 175 697
internal_value=0 2.31513e-05 6.83301e-05 0.000130785 5.85278e-05 0.000158232 2.80153e-05
internal_weight=0 0.0086319 0.00741132 0.00628085 0.0049588 0.00350083 0.00249123
internal_count=3910 3179 2562 2262 1879 1493 1318
is_linear=0
shrinkage=0.00196078


Tree=8833
num_leaves=8
num_cat=0
split_feature=0 43 51 160 4 43 1
split_gain=1.41305e-05 1.90235e-05 2.89533e-05 2.36808e-05 3.48121e-05 5.30151e-05 2.91498e-05
threshold=0.10302000000000001 0.0033500000000000005 -0.07742499999999998 0.087825000000000014 -1.0000000180025095e-35 -0.0037249999999999996 0.11183500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.00025825169719105243 0.00018645073908424306 -0.0002871962746988086 -5.5118110429637511e-06 -0.00020102335545804024 -0.0002032556045853768 0.00061260116352963455 0.00020956897391941491
leaf_weight=0.001351531679088162 0.0012894988874187748 0.0010041792665521848 0.0010590601096410249 0.0010916576787223312 0.0015607494843542977 0.0010750039904366376 0.0011364200973393093
leaf_count=553 210 665 1236 315 417 216 298
internal_value=0 -3.42137e-05 7.08596e-07 5.98002e-05 0.000118735 0.000305854 -2.93169e-05
internal_weight=0 0.0082786 0.00727442 0.00592289 0.00483123 0.00213406 0.00269717
internal_count=3910 3700 3035 2482 2167 1452 715
is_linear=0
shrinkage=0.00196078


Tree=8834
num_leaves=8
num_cat=0
split_feature=50 160 42 2 4 1 12
split_gain=2.04578e-05 2.76072e-05 2.79291e-05 3.36005e-05 3.75923e-05 7.34294e-05 5.11402e-06
threshold=0.084340000000000012 -0.026849999999999995 -1.0000000180025095e-35 0.113945 0.074650000000000008 0.086560000000000012 0.088590000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00025806578090082212 -0.00026611441747980059 -0.00029780041210230413 0.00033779374846923735 -0.00026786245342080552 0.00039348376765760298 -0.00034408908874111288 0.00013972566800799315
leaf_weight=0.0016092935604969582 0.0010289872892506506 0.001209181289141395 0.0010030024739625873 0.0011687936834290872 0.0012590135874656068 0.0014189172208751467 0.0010017160573344108
leaf_count=802 731 759 395 319 234 429 241
internal_value=0 2.63063e-05 -2.65174e-05 2.95423e-05 0.000103775 -2.7633e-06 0.000238823
internal_weight=0 0.00866992 0.00706062 0.00585144 0.00468265 0.00342364 0.00200472
internal_count=3910 3179 2377 1618 1299 1065 636
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shrinkage=0.00196078


Tree=8835
num_leaves=7
num_cat=0
split_feature=4 150 2 3 2 43
split_gain=2.0274e-05 2.05324e-05 3.06336e-05 4.09827e-05 3.60072e-05 2.859e-05
threshold=0.28937500000000005 0.086420000000000011 0.106035 -0.089974999999999986 0.092175000000000021 -0.0037249999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
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leaf_weight=0.0013036178174538051 0.0012584151287090882 0.0012855871836996253 0.0016134174656837709 0.001321532473816094 0.001006480598755269 0.0017978583868304267
leaf_count=587 426 327 511 1057 467 535
internal_value=0 -3.67401e-05 4.85496e-06 7.53481e-05 0.000171105 6.70563e-05
internal_weight=0 0.00832849 0.00704291 0.00542949 0.00412587 0.00311939
internal_count=3910 3484 3157 2646 2059 1592
is_linear=0
shrinkage=0.00196078


Tree=8836
num_leaves=8
num_cat=0
split_feature=50 15 16 160 48 16 4
split_gain=2.29239e-05 4.08695e-05 4.41558e-05 4.04904e-05 3.49155e-05 4.67068e-05 4.01126e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.026849999999999995 0.087770000000000015 -0.083144999999999983 0.0021050000000000005
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=0.00039678037915203974 -0.00028503517574741851 -0.00036181227925110719 0.0003486150253117157 0.00016984528664036941 0.00027341046430370066 -0.00044361758732833066 3.9019535564634409e-05
leaf_weight=0.0010041692649425315 0.0010285833421373345 0.0012471609532099838 0.0013140521739133356 0.00145322787248917 0.0011175519214694767 0.0017665102459329975 0.0010589362014485984
leaf_count=413 715 298 616 472 270 949 177
internal_value=0 2.40284e-05 -2.30101e-05 3.99591e-05 -3.52027e-05 -0.00011581 -0.000262732
internal_weight=0 0.00896161 0.00795744 0.00671028 0.00539623 0.00427867 0.00282545
internal_count=3910 3195 2782 2484 1868 1598 1126
is_linear=0
shrinkage=0.00196078


Tree=8837
num_leaves=7
num_cat=0
split_feature=12 159 1 15 4 12
split_gain=1.12491e-05 2.34914e-05 4.22978e-05 5.56508e-05 3.71247e-05 6.95037e-05
threshold=0.10595000000000002 0.083280000000000007 0.092550000000000007 -0.095799999999999982 0.0057500000000000008 0.085185000000000025
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00022138626477619493 -0.00020013106817485323 -0.00026464789440873421 -0.00039157287132973387 0.00011934856639214339 0.00050666905190063479 0.00036792268274520983
leaf_weight=0.0015179117337673204 0.0010593684445968339 0.0010208571439376361 0.0015006491832909256 0.0018061266346163967 0.00103463207228199 0.001560484744948616
leaf_count=538 391 570 305 599 266 1241
internal_value=0 1.42271e-05 5.25963e-05 -0.000112513 0.00018534 7.73432e-05
internal_weight=0 0.00844066 0.0074198 0.00330678 0.00411303 0.0030784
internal_count=3910 3519 2949 904 2045 1779
is_linear=0
shrinkage=0.00196078


Tree=8838
num_leaves=7
num_cat=0
split_feature=47 159 160 16 13 52
split_gain=7.1876e-06 1.31449e-05 2.9114e-05 5.3347e-05 3.85275e-05 3.64695e-05
threshold=0.09550500000000002 0.073745000000000019 0.084835000000000008 -0.078844999999999985 -0.014114999999999997 0.091210000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.010073016994461309 0.0057230815008791252 0.0088393620588186183 0.011033426538377392 -0.02585369179739834 0.015930088916762699 -0.0018064158513908986
leaf_weight=0.0010166002077223978 0.0017307612765983102 0.0010568233654944109 0.001158020737198018 0.0015890499474688481 0.0012964488484186014 0.0010456707933618266
leaf_count=688 389 623 270 1007 539 394
internal_value=0 -0.00145768 -0.00323995 -0.00658062 0.00450155 -0.0163098
internal_weight=0 0.00716261 0.00610579 0.00494777 0.00231305 0.00263472
internal_count=3910 3521 2898 2628 1227 1401
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=8
num_cat=0
split_feature=43 1 16 0 12 151 4
split_gain=1.51459e-05 4.21723e-05 5.55125e-05 5.94999e-05 2.90117e-05 2.69949e-05 4.69722e-05
threshold=-0.24333999999999997 0.12200500000000002 0.15737500000000001 -0.077944999999999987 0.088375000000000023 -0.0088999999999999982 0.05309500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.0002206310942600921 -0.00021833405214739744 0.00037595299982234642 -0.00039926620966646909 0.00042464802320832151 -0.00033690276306277343 -8.4428434509941996e-05 0.00043662803784861801
leaf_weight=0.0010769300438237322 0.0011801343681667248 0.0011481411261662919 0.0012812383663923276 0.001285886265018724 0.001056536115325574 0.0015672475704162844 0.0011556407568623491
leaf_count=209 374 390 505 661 736 864 171
internal_value=0 2.59132e-05 -2.74828e-05 4.87876e-05 -4.86633e-05 2.93622e-05 0.000136717
internal_weight=0 0.00867482 0.00752668 0.00624545 0.00495956 0.00390302 0.00272289
internal_count=3910 3701 3311 2806 2145 1409 1035
is_linear=0
shrinkage=0.00196078


Tree=8840
num_leaves=7
num_cat=0
split_feature=1 4 48 47 16 4
split_gain=7.63728e-06 2.2669e-05 2.00859e-05 3.36962e-05 6.27744e-05 1.34165e-05
threshold=0.085990000000000011 -0.15333499999999997 0.087945000000000009 0.09252500000000001 -0.022939999999999999 -0.013929999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=0.0060540466907826641 0.02755377182875356 -0.018415664514742476 -0.0064212136382826111 -0.0077602519357440466 -0.0049825641666314362 -0.0026995236339458742
leaf_weight=0.0014647062704367386 0.001358806209006765 0.0010177600473550556 0.0017328956990652735 0.0011008828864565541 0.0010521469831214247 0.0011648913539258243
leaf_count=166 673 1168 349 181 498 875
internal_value=0 -0.0035697 0.00238857 0.00673571 0.0133548 -0.0100279
internal_weight=0 0.00364736 0.00524473 0.00351184 0.00241095 0.00218265
internal_count=3910 2209 1701 1352 1171 2043
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=7
num_cat=0
split_feature=1 12 1 12 43 52
split_gain=7.788e-06 2.2462e-05 2.12349e-05 3.23046e-05 3.17298e-05 1.67162e-05
threshold=0.12864500000000004 0.10129000000000001 0.11097000000000001 0.091405000000000014 -0.0037249999999999996 -0.031409999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.01261599285279243 0.0080624758653783882 -0.014941960675058511 -0.011826792241837051 0.018158678190503343 -0.0042523726923838516 0.010971292095949449
leaf_weight=0.001454283152661425 0.001044445367681235 0.0010236180843940235 0.001092715342331874 0.0011760084542320115 0.0011494155275125796 0.0019363760837059381
leaf_count=1405 331 438 284 708 234 510
internal_value=0 -0.00113041 0.000945985 0.00338769 -0.000438412 0.00530068
internal_weight=0 0.00783242 0.0068088 0.00571608 0.00454007 0.00308579
internal_count=3910 3579 3141 2857 2149 744
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=7
num_cat=0
split_feature=13 47 42 160 160 16
split_gain=8.05546e-06 2.00981e-05 2.64457e-05 3.50186e-05 4.05346e-05 4.87658e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0078201948323317894 -0.013306248070199611 -0.013948259960523257 -0.0099283478225029552 0.027123504199731731 -0.0090096843347011804 0.0020937986840370757
leaf_weight=0.0011356766391029489 0.0011027391760910256 0.0010659995967896357 0.001416315546370628 0.0014780782022378873 0.0010211066128786297 0.0016443859299478752
leaf_count=210 1013 219 921 458 294 795
internal_value=0 -0.00119944 0.000840334 0.00364615 0.00828605 0.0139421
internal_weight=0 0.00772863 0.00666263 0.00555989 0.00414357 0.00312246
internal_count=3910 3700 3481 2468 1547 1253
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=7
num_cat=0
split_feature=39 3 1 2 3 3
split_gain=8.44147e-06 3.18129e-05 2.5885e-05 2.56744e-05 2.9814e-05 2.44772e-05
threshold=0.005105000000000001 0.13772500000000001 0.092550000000000007 0.087005000000000013 -0.080664999999999987 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=0.010704348411177594 0.0081687320918920527 0.014741793174183516 -9.9753993809094092e-05 0.0051475455026953366 -0.017373213137386538 -0.019649325002787554
leaf_weight=0.0016793682341108016 0.0010977613840399102 0.0010775975992502714 0.001099356899030496 0.0012464463771631501 0.0011124919073379337 0.0015342804680172429
leaf_count=1071 459 204 433 768 666 309
internal_value=0 -0.0012009 -0.00377583 0.00125427 -0.0054734 -0.0114888
internal_weight=0 0.00774954 0.00667194 0.00403831 0.00235894 0.00263364
internal_count=3910 3451 3247 2505 1434 742
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=8
num_cat=0
split_feature=157 160 133 2 15 0 4
split_gain=2.08944e-05 2.66569e-05 6.41766e-05 3.75186e-05 5.27795e-05 5.21877e-05 3.71543e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0023199999999999996 0.10113500000000002 -0.07052499999999999 -0.06402999999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.00026374688961901548 -0.00030474206569963718 -0.00042958817993883738 -0.00016743827772179698 0.0002207948444287091 -0.00036174951038683758 0.00055075932431643032 0.00028581692276238852
leaf_weight=0.0010034423690844863 0.0012127214707704876 0.0010961996246454577 0.0014090789892990062 0.001060756968313337 0.0013705216603979789 0.0011635820962751209 0.0013726702260679503
leaf_count=563 828 845 727 289 285 182 191
internal_value=0 -3.50934e-05 8.66636e-06 8.40065e-05 -0.000107588 0.000202075 5.62231e-05
internal_weight=0 0.00868553 0.00747281 0.00637661 0.00243128 0.00394533 0.00278175
internal_count=3910 3347 2519 1674 574 1100 918
is_linear=0
shrinkage=0.00196078


Tree=8845
num_leaves=8
num_cat=0
split_feature=3 16 13 49 3 15 0
split_gain=1.46069e-05 3.45713e-05 7.14023e-05 3.26547e-05 1.86129e-05 9.35536e-05 5.18876e-06
threshold=-0.064349999999999991 0.24895000000000003 -0.00059999999999999995 -0.015364999999999998 -0.10628499999999998 0.085120000000000015 -0.15137999999999999
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 -5
right_child=1 -3 3 6 5 -7 -8
leaf_value=5.1022318291215487e-05 0.00053310907985370084 -0.00025565101213043215 -0.00029593098059018215 0.00022436835536005943 -0.0005730674458194235 0.00023221899477451978 2.6810371320367201e-05
leaf_weight=0.0019072529687176776 0.0012630555270073361 0.0010546248504577317 0.0010760206709031217 0.0010272215597347276 0.0012386144514044714 0.0010044355449989016 0.0010173604616068508
leaf_count=505 579 155 138 105 1310 933 185
internal_value=0 6.30814e-05 0.000139762 -1.94437e-05 -9.13784e-05 -0.000212461 0.000126066
internal_weight=0 0.00543828 0.00438366 0.0031206 0.0041503 0.00224305 0.00204458
internal_count=3910 1162 1007 428 2748 2243 290
is_linear=0
shrinkage=0.00196078


Tree=8846
num_leaves=8
num_cat=0
split_feature=157 160 133 133 49 52 4
split_gain=2.09058e-05 3.07487e-05 5.49616e-05 3.64283e-05 5.7883e-05 3.2423e-05 7.61077e-05
threshold=-0.055684999999999991 -1.0000000180025095e-35 -0.0023199999999999996 0.090085000000000012 -0.0019649999999999997 0.048490000000000012 0.074650000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00026064085671841038 -0.00032962208372319928 -0.0003946540306935931 -0.0001382595980663883 -0.00020965008000168727 -0.00021799220071187379 0.00058142600359555811 0.00051247492665283168
leaf_weight=0.0010214935786823321 0.0011829904835885712 0.0010951709787768871 0.0016856416919725629 0.001311432488392987 0.0010314295860121836 0.0011094473794449563 0.0011709570231345917
leaf_count=587 813 845 360 571 387 187 160
internal_value=0 -3.6083e-05 1.08173e-05 8.12036e-05 0.000157529 0.000308078 0.00017038
internal_weight=0 0.00858707 0.00740408 0.00630891 0.00499748 0.00331183 0.00220239
internal_count=3910 3323 2510 1665 1094 734 547
is_linear=0
shrinkage=0.00196078


Tree=8847
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 2 4
split_gain=2.60537e-05 3.47053e-05 4.07444e-05 2.9615e-05 7.90313e-05 6.06341e-05 5.83056e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 -0.010344999999999998 -0.072349999999999984 0.085255000000000011 0.17888000000000001
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=0.00033740295005758002 -0.00030323815921813585 -0.00027948134780304503 -0.00026503095994798794 -1.7270790797340126e-05 0.0006518947278019439 -0.00052490790724611246 0.0001303917664026768
leaf_weight=0.0014015288054856825 0.0010163463750962965 0.0012054257560237024 0.0011183831480107769 0.0014559456481599616 0.0012708769336470306 0.0010207302199307681 0.0010684525286571004
leaf_count=526 731 617 300 524 396 574 242
internal_value=0 2.88527e-05 7.95176e-05 0.000141493 0.000294604 2.18889e-05 -0.000189774
internal_weight=0 0.00854134 0.00733592 0.00621753 0.00272682 0.00349071 0.00208918
internal_count=3910 3179 2562 2262 920 1342 816
is_linear=0
shrinkage=0.00196078


Tree=8848
num_leaves=8
num_cat=0
split_feature=50 4 151 1 49 4 0
split_gain=2.36729e-05 2.80306e-05 3.34846e-05 2.99624e-05 3.32722e-05 5.07335e-05 4.79792e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.11593500000000001 -0.006494999999999999 0.05309500000000001 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00026415349469679193 -0.00028911758203477522 0.000326638656312882 -0.0003200929333241337 -0.000376854072712252 -0.00038292934127089447 0.00043801700142100076 0.00012466638299701781
leaf_weight=0.0013737936027319198 0.0010072061439909642 0.0010636050852935461 0.0010780769967784825 0.001045447480134909 0.001125550593015597 0.0010542743123619349 0.0019673034226424784
leaf_count=454 731 396 199 140 1130 310 550
internal_value=0 2.83969e-05 -1.30988e-05 -7.38401e-05 -1.32137e-05 6.65618e-05 -6.00577e-05
internal_weight=0 0.00870805 0.00764445 0.00627065 0.00522521 0.00414713 0.00309285
internal_count=3910 3179 2783 2329 2189 1990 1680
is_linear=0
shrinkage=0.00196078


Tree=8849
num_leaves=6
num_cat=0
split_feature=1 3 3 13 4
split_gain=8.91446e-06 2.33772e-05 2.89045e-05 1.7445e-05 2.4181e-05
threshold=0.088010000000000019 -0.100615 0.084925000000000014 -0.0024749999999999993 0.022820000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
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leaf_weight=0.0011226967163383522 0.001818656063577681 0.0017009081206806778 0.0012230040335136222 0.0010529286056881085 0.001983940013548487
leaf_count=282 961 1924 119 351 273
internal_value=0 -0.0035191 -0.00822887 0.00283613 -0.0018024
internal_weight=0 0.00404661 0.00292391 0.00485552 0.00303687
internal_count=3910 2325 2043 1585 624
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=2.09643e-05 2.43979e-05 3.18592e-05 7.96443e-05 5.08519e-05 3.79804e-05
threshold=0.083475000000000008 0.090085000000000012 -0.010344999999999998 -0.072349999999999984 -0.0031049999999999997 -0.30307999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=-0.0004173386804786912 -0.00027270725340370727 -0.00023278364491597013 -6.1571899992835462e-05 0.00058419676104545424 -0.00015686233960383265 0.00026861028413044581
leaf_weight=0.0010327659503805843 0.0010021068497820763 0.0011924600543692524 0.0016493570100183548 0.0013234765294400964 0.001438801233076669 0.0018358798023381385
leaf_count=797 735 617 632 421 409 299
internal_value=0 2.72003e-05 6.97838e-05 0.000225918 -3.79739e-05 8.16698e-05
internal_weight=0 0.00847274 0.00728028 0.00297283 0.00430745 0.00327468
internal_count=3910 3175 2558 1053 1505 708
is_linear=0
shrinkage=0.00196078


Tree=8851
num_leaves=6
num_cat=0
split_feature=12 4 49 51 52
split_gain=8.59519e-06 3.4767e-05 2.26688e-05 3.21373e-05 2.90632e-05
threshold=0.089995000000000006 0.08734500000000002 -0.006494999999999999 -0.0084849999999999978 0.067395000000000024
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.007520914369792759 -0.012748897063432622 0.0099264840208226277 0.021335677123285809 -0.007100828695759189 0.012138993471314875
leaf_weight=0.0017324424400034007 0.0018581470542100213 0.0010629937208780783 0.0010391942654606251 0.0018413323069763484 0.0013687571328894336
leaf_count=607 1254 224 403 741 681
internal_value=0 -0.0044974 0.00212024 0.00605096 0.00110288
internal_weight=0 0.00292114 0.00598173 0.00424928 0.00321009
internal_count=3910 1478 2432 1825 1422
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=6
num_cat=0
split_feature=42 133 49 1 16
split_gain=8.34071e-06 1.7735e-05 2.75023e-05 3.08355e-05 4.18612e-05
threshold=0.092145000000000019 0.065880000000000008 -0.0019649999999999997 0.11198000000000001 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011830020604844041 -0.0070791347395727858 0.010963186254470965 -0.016144960977116676 0.016044595553382494 0.0079038526700311428
leaf_weight=0.0017201735501520743 0.0014172327362296675 0.0015114768532721078 0.0012739674287534897 0.0012918506377833732 0.001676079139998574
leaf_count=436 832 923 841 269 609
internal_value=0 0.00128821 -0.00116455 0.00316051 -0.00248154
internal_weight=0 0.00747355 0.00596207 0.0042419 0.00295005
internal_count=3910 3078 2155 1719 1450
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=6
num_cat=0
split_feature=15 48 0 4 16
split_gain=8.74283e-06 2.04584e-05 3.33786e-05 4.39546e-05 2.2587e-05
threshold=-0.11739999999999999 0.016865000000000002 -0.10071499999999999 -0.030814999999999995 0.15737500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0070211599721743123 0.010185219273789885 0.0099930714016242591 0.0081141324442046709 -0.023415059245255082 -0.010626084710664497
leaf_weight=0.0014927684420403854 0.0016149218937672855 0.0020044849478692249 0.0015057132680591412 0.0011382052439681614 0.0011226898996668535
leaf_count=614 366 502 1306 839 283
internal_value=0 0.0013696 -0.00184242 -0.00699924 0.000109481
internal_weight=0 0.00738602 0.00538153 0.00376661 0.0026284
internal_count=3910 3296 2794 2428 1589
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=7
num_cat=0
split_feature=52 0 15 2 43 12
split_gain=7.98403e-06 2.07288e-05 1.69552e-05 4.62346e-05 4.08768e-05 5.0543e-06
threshold=-0.048794999999999991 -0.14733499999999997 -0.11739999999999999 0.106035 -0.0037249999999999996 0.082275000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0070922677066583509 -0.012640872097194767 0.010573985222295036 -0.0065888832977150889 -0.016140670783069935 0.020074774731599427 0.010227819539640613
leaf_weight=0.0010324415275946679 0.0012203583281347975 0.0018620599326272967 0.0014364346983206061 0.0012274725749238271 0.0010814115519418264 0.0010063390067383557
leaf_count=128 467 1062 1284 309 149 511
internal_value=0 0.0042726 -0.00212682 0.000573487 0.00639502 0.0153283
internal_weight=0 0.0028945 0.00597202 0.00475166 0.00352419 0.00208775
internal_count=3910 1190 2720 2253 1944 660
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=7
num_cat=0
split_feature=48 2 4 1 52 4
split_gain=8.74735e-06 2.57384e-05 4.13834e-05 3.52021e-05 2.00652e-05 3.35299e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.10884000000000001 -0.0066199999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.018540026033145442 0.0060522634707315453 0.012226770690975809 -0.0048086476470093056 -0.014992209475863256 0.024672654696458626 -0.00050302249845628492
leaf_weight=0.001515726745206742 0.0018643030646534478 0.0011210519357408039 0.0011513380921198088 0.0010816785917027059 0.0010181082250735874 0.0011012188226088143
leaf_count=674 483 484 674 273 930 392
internal_value=0 -0.0016572 -0.00430964 0.000646172 0.00581812 0.0115912
internal_weight=0 0.00698912 0.00586807 0.00435234 0.00327067 0.00211933
internal_count=3910 3427 2943 2269 1996 1322
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=8
num_cat=0
split_feature=43 3 3 150 160 4 16
split_gain=2.30632e-05 5.22429e-05 2.96553e-05 2.48268e-05 2.48469e-05 2.8591e-05 1.91175e-05
threshold=-0.049504999999999987 -0.076734999999999984 -0.10628499999999998 0.084475000000000008 -0.072489999999999985 -0.00072999999999999985 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=0.00017578821595324017 0.00012119503990298667 0.00043655898438124072 -0.00029060917833270423 0.00019457675350973815 0.00014250684673139012 -0.00037242997544831633 -0.00023227283874676535
leaf_weight=0.0010113540872434951 0.0011605498360429236 0.0012808430176602481 0.0010880160312866057 0.0010796524638505729 0.0010512850758159198 0.0019869270525727338 0.0010419014844794228
leaf_count=238 332 587 999 208 766 477 303
internal_value=0 0.000124477 -6.59261e-05 -7.61755e-05 -0.000131954 -0.00020396 -4.40429e-05
internal_weight=0 0.00338021 0.00209937 0.00632032 0.00524066 0.00408011 0.00209319
internal_count=3910 1824 1237 2086 1878 1546 1069
is_linear=0
shrinkage=0.00196078


Tree=8857
num_leaves=7
num_cat=0
split_feature=11 13 16 151 3 12
split_gain=5.27931e-05 3.35774e-05 3.17768e-05 3.50206e-05 4.71417e-05 3.66393e-05
threshold=0.076265000000000013 -0.091229999999999992 -0.19424999999999998 -0.0074049999999999993 0.096385000000000012 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00026417213977194908 -0.00043449380161022773 -0.00026999490249460511 0.00035961358894953714 0.00025771737334512481 -0.00039073500215094432 -0.00015581267734300405
leaf_weight=0.0019984434178165235 0.001002320137238462 0.0015674098463165469 0.0010989925207585483 0.0019416240286521333 0.0010661794722163498 0.0014307483225426824
leaf_count=498 291 344 471 722 133 1451
internal_value=0 3.96359e-05 -2.35205e-05 4.62444e-05 -3.13463e-05 8.22749e-05
internal_weight=0 0.0091034 0.00710495 0.00553754 0.00443855 0.00337237
internal_count=3910 3619 3121 2777 2306 2173
is_linear=0
shrinkage=0.00196078


Tree=8858
num_leaves=7
num_cat=0
split_feature=43 3 4 48 13 0
split_gain=9.0453e-06 4.3292e-05 1.96792e-05 2.55246e-05 3.84416e-05 3.75303e-05
threshold=-0.049504999999999987 -0.076734999999999984 -0.34687499999999999 0.087945000000000009 -0.014114999999999997 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0049185028451192575 -0.015041183277381718 0.019564043018152476 -0.011994576721305328 -0.012053210676277909 -5.7364140163595426e-05 0.02426410145306674
leaf_weight=0.0019083059703060682 0.0010111470915663444 0.0011620949819442269 0.00100087129753178 0.0012383966580058717 0.0013797657953852835 0.0011745524649240074
leaf_count=1237 224 587 954 268 189 451
internal_value=0 0.00434773 -0.00236363 0.000310546 0.00461727 0.0111264
internal_weight=0 0.0030704 0.00580473 0.00479359 0.00355519 0.00255432
internal_count=3910 1824 2086 1862 1594 640
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=6
num_cat=0
split_feature=0 1 16 15 16
split_gain=9.67952e-06 1.63754e-05 1.72623e-05 2.9482e-05 3.99005e-05
threshold=0.10302000000000001 0.076710000000000014 0.10994000000000002 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0092354654776169616 0.0082712588921814503 0.010259885778972603 -0.010256015939261114 0.017128770962024715 -0.011420098000473042
leaf_weight=0.0019596677486107229 0.0012107122061503182 0.0016565057613859677 0.0010438367459539967 0.0012466912757744088 0.0017412383247486737
leaf_count=1929 210 440 288 602 441
internal_value=0 -0.00135191 0.00136406 0.00397567 -0.000850433
internal_weight=0 0.00764794 0.00568827 0.00464444 0.00339774
internal_count=3910 3700 1771 1483 881
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 48 13
split_gain=2.34632e-05 2.96664e-05 3.30412e-05 5.75873e-05 4.94064e-05 4.57239e-05 5.63173e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.094359999999999986 0.087945000000000009 0.084795000000000023 -0.032264999999999995
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=-0.00023209562475370245 -0.0002849011551911529 -0.00023838202264332578 0.00012893816268860829 -0.00018618377830034708 -0.00040790412388914054 0.00064197735827606242 0.00043795747409366932
leaf_weight=0.0013981556432736929 0.0010223754596583408 0.001067579700524365 0.0017742917397942999 0.0010299705468784946 0.0010486325666484372 0.0010794974503619405 0.0012073846072102852
leaf_count=867 731 480 517 704 126 319 166
internal_value=0 2.92913e-05 7.99978e-05 0.000135357 -7.04828e-05 0.000310545 0.000150633
internal_weight=0 0.00860551 0.00720736 0.00613978 0.00282292 0.00331685 0.00223736
internal_count=3910 3179 2312 1832 643 1189 870
is_linear=0
shrinkage=0.00196078


Tree=8861
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=2.45007e-05 2.46367e-05 2.99689e-05 8.54855e-05 5.347e-05 3.25265e-05
threshold=0.084340000000000012 0.090085000000000012 -0.010344999999999998 -0.07125999999999999 -0.0031049999999999997 -0.30307999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00041861056428320787 -0.00029138508953876211 -0.00022968578073557884 -7.1544558967968067e-05 0.0005986802013564455 -0.00012467153451626737 0.00026539922061535052
leaf_weight=0.0010312895942176533 0.0010044560813026243 0.0011865171570555654 0.0016420096349175782 0.0013197152254211038 0.001477280855121758 0.0018525495694477615
leaf_count=798 731 617 642 413 409 300
internal_value=0 3.24191e-05 7.48879e-05 0.000227101 -2.84831e-05 9.23441e-05
internal_weight=0 0.00850936 0.00732284 0.00296172 0.00436112 0.00332983
internal_count=3910 3179 2562 1055 1507 709
is_linear=0
shrinkage=0.00196078


Tree=8862
num_leaves=7
num_cat=0
split_feature=52 2 160 12 0 52
split_gain=9.83393e-06 1.97209e-05 1.61418e-05 1.95086e-05 4.63611e-05 2.38246e-05
threshold=-0.048794999999999991 0.089910000000000004 -1.0000000180025095e-35 0.091555000000000011 -0.10209999999999998 0.086635000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0035468184033410951 -0.013561347662279231 0.012948491804937241 -0.010112858780995332 -0.009241904637218093 0.0028603537497727365 0.024531237653857271
leaf_weight=0.0014423457538644087 0.0010579097641094347 0.0014568362692054977 0.0013399672782219104 0.0015468378533375032 0.0010000280609296186 0.0010296398698209012
leaf_count=518 924 672 282 634 557 323
internal_value=0 0.00474206 -0.00235581 5.5354e-05 0.00432328 0.0138539
internal_weight=0 0.00289918 0.00597438 0.00491647 0.00336964 0.00202967
internal_count=3910 1190 2720 1796 1162 880
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=8
num_cat=0
split_feature=50 133 16 52 150 2 4
split_gain=2.36888e-05 3.69235e-05 4.30133e-05 7.04025e-05 3.82378e-05 3.31175e-05 3.46228e-05
threshold=0.086465000000000014 0.090085000000000012 -0.010344999999999998 -0.072349999999999984 0.084800000000000014 0.084065000000000015 0.15045000000000003
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=0.00010705333408179633 -0.0002933440223456561 -0.00028865680776830199 -8.0074684482705083e-06 0.00058786185459128496 0.00026609711581384969 -0.00054989828750121842 -5.2756405729855469e-05
leaf_weight=0.001211093292765975 0.0010128917145713909 0.001252429228962521 0.0017442846269803123 0.0013541719623543585 0.0011184516020491422 0.0010637756374167744 0.0010909394798584869
leaf_count=337 715 622 634 423 238 732 209
internal_value=0 2.32393e-05 7.47548e-05 0.000252416 -4.80022e-05 -0.000152377 -0.000298194
internal_weight=0 0.00883515 0.00758272 0.00309846 0.00448426 0.00336581 0.00215472
internal_count=3910 3195 2573 1057 1516 1278 941
is_linear=0
shrinkage=0.00196078


Tree=8864
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 1
split_gain=1.42486e-05 2.91272e-05 3.57428e-05 8.77931e-05 5.62339e-05 3.42609e-05
threshold=0.082310000000000008 0.090085000000000012 -0.010344999999999998 -0.072349999999999984 -0.0031049999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00044971852473506323 -0.00022613239536667089 -0.00026474716783399542 -7.0624506140985697e-05 0.00060772632508255924 0.00032435745909718556 -8.3717642438768672e-05
leaf_weight=0.0010157214046767954 0.0010003384477375527 0.0011780689872544726 0.0016371032858901713 0.0013289814157140668 0.0013088499494492744 0.0019992437630591119
leaf_count=787 747 616 632 421 293 414
internal_value=0 2.13182e-05 6.75471e-05 0.000233317 -4.61688e-05 7.77376e-05
internal_weight=0 0.00846797 0.0072899 0.00296608 0.00432382 0.00330809
internal_count=3910 3163 2547 1053 1494 707
is_linear=0
shrinkage=0.00196078


Tree=8865
num_leaves=7
num_cat=0
split_feature=50 160 49 49 12 2
split_gain=3.02978e-05 3.20523e-05 3.34309e-05 2.69024e-05 2.82469e-05 3.16753e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 -0.0019649999999999997 0.089995000000000006 0.085155000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00027615163768719063 -0.00033082920409964651 0.00028358649572523983 -0.0003764247082700871 -0.00017149447133746597 -0.00021469864920724258 0.00024120249788188615
leaf_weight=0.0016370368201662228 0.0010041067953873708 0.001115011774748766 0.0010189618801479299 0.0011309912292659272 0.0018996484433901929 0.0019440743154352381
leaf_count=804 715 220 270 468 813 620
internal_value=0 2.87929e-05 -2.81705e-05 -8.61671e-05 -2.67141e-05 8.9415e-05
internal_weight=0 0.00874572 0.00710869 0.00599368 0.00497471 0.00307507
internal_count=3910 3195 2391 2171 1901 1088
is_linear=0
shrinkage=0.00196078


Tree=8866
num_leaves=7
num_cat=0
split_feature=48 2 4 42 1 0
split_gain=8.7469e-06 2.26857e-05 3.53261e-05 3.158e-05 6.45466e-05 1.07432e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.086325000000000013 0.092550000000000007 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.017305975581215157 0.0060055094577747166 0.011331220002950866 0.0087111917977449153 -0.014451074762528751 -0.012981888896681323 0.023091786371530889
leaf_weight=0.0015173777450745891 0.0018809849727765837 0.0011263729443609745 0.0010278664704184075 0.0010791406188230602 0.0012221007675703799 0.001050343382842208
leaf_count=674 483 484 188 987 302 792
internal_value=0 -0.00167277 -0.0041567 0.000399212 0.00525498 0.0159793
internal_weight=0 0.0070232 0.00589683 0.00437945 0.00330031 0.00207821
internal_count=3910 3427 2943 2269 1282 980
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=7
num_cat=0
split_feature=43 3 52 16 0 2
split_gain=9.47577e-06 4.01109e-05 1.84363e-05 3.66541e-05 2.19717e-05 3.09384e-07
threshold=-0.049504999999999987 -0.076734999999999984 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998 0.097940000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0044797186835735178 -0.013302847021388531 0.019052263893247028 -0.012652970006093257 0.0160880434420872 0.0047687122628328202 -0.010167991409086625
leaf_weight=0.0019107414200544785 0.0012280716437730616 0.0011665873378130305 0.0010027801968998601 0.0011342428510288135 0.0014439841893896656 0.0010012866707956609
leaf_count=1237 427 587 184 228 1050 197
internal_value=0 0.00444104 -0.00242194 0.000494179 -0.00463545 -0.0114114
internal_weight=0 0.00307733 0.00581037 0.00458229 0.00344805 0.00200407
internal_count=3910 1824 2086 1659 1431 381
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=8
num_cat=0
split_feature=50 133 13 151 0 3 48
split_gain=2.52461e-05 2.97287e-05 2.85981e-05 2.67217e-05 4.94054e-05 1.79137e-05 9.3385e-06
threshold=0.084340000000000012 0.090085000000000012 0.043015000000000005 -0.0088999999999999982 -0.11287999999999999 -0.075679999999999983 0.085575000000000012
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=-0.00021419318522240154 -0.00029556876316797626 -0.00025307009124600613 0.00032611504436955797 0.00045091690571603417 -0.00027460220353361811 6.1536448738502562e-05 0.00018479627088080464
leaf_weight=0.0014428289357844293 0.0010167025388824391 0.0012139704661367828 0.0014382946240326733 0.0010228410894363091 0.0011390775277189164 0.0013112035475160966 0.0010051804000146478
leaf_count=425 731 617 429 224 945 440 99
internal_value=0 3.12186e-05 7.81133e-05 1.78715e-05 9.26386e-05 -9.47264e-05 0.000319015
internal_weight=0 0.0085734 0.00735943 0.00592113 0.0044783 0.00245028 0.00202802
internal_count=3910 3179 2562 2133 1708 1385 323
is_linear=0
shrinkage=0.00196078


Tree=8869
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=2.08071e-05 3.01322e-05 2.79176e-05 4.29691e-05 5.0922e-05 8.07292e-05 3.56116e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.016865000000000002 -0.032264999999999995 0.087945000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00023982151965565472 -0.00027015909848292674 -0.00021533861029664347 0.00012790955344573138 -0.00028413596612430873 0.00065207099082395894 0.00047298688234403334 -0.00032040944973613501
leaf_weight=0.0013582269987770347 0.0010079648890712551 0.0010562495308954947 0.0017856213936040379 0.0010180515184254413 0.0010059122317542715 0.0011565670924975294 0.0011013667637591108
leaf_count=867 731 480 547 672 327 158 128
internal_value=0 2.7827e-05 7.88572e-05 0.000130072 0.00028728 0.000118538 -4.31212e-05
internal_weight=0 0.008482 0.00712377 0.00606752 0.00318053 0.00217462 0.00288699
internal_count=3910 3179 2312 1832 1157 830 675
is_linear=0
shrinkage=0.00196078


Tree=8870
num_leaves=7
num_cat=0
split_feature=52 4 160 2 16 12
split_gain=9.40527e-06 1.65876e-05 1.41764e-05 1.86032e-05 6.43552e-05 4.37173e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 0.088375000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0042023459909163452 -0.012791570373613857 0.011082396584450295 0.014096441421297843 0.0097680385056739816 -0.0016218714199884494 -0.029568981347016177
leaf_weight=0.0012302527473580837 0.0010619043010986337 0.0016790350492230672 0.0012732134788841741 0.0013861668742264858 0.0012642777027919382 0.0010044148614445068
leaf_count=807 924 383 265 315 537 679
internal_value=0 0.00461893 -0.00231145 -5.3187e-05 -0.00389684 -0.0139949
internal_weight=0 0.00290929 0.00598998 0.00492807 0.00354191 0.00226869
internal_count=3910 1190 2720 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=7
num_cat=0
split_feature=0 1 4 2 1 47
split_gain=1.00827e-05 1.68451e-05 1.63224e-05 2.72744e-05 5.08837e-05 1.55375e-05
threshold=0.10302000000000001 0.076710000000000014 -0.034289999999999994 0.089910000000000004 0.11052000000000002 0.092255000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0093600300267418831 0.0084391987406208582 -0.0083548328529046614 -0.012206732130445553 0.028368081473828924 -0.0022658204393325321 0.0045882821281742333
leaf_weight=0.0019673151157369234 0.0012105717039665358 0.0013249284696018561 0.0010652741388989992 0.0010311325539149637 0.0011435521899007381 0.0011406410745438194
leaf_count=1929 210 690 375 188 336 182
internal_value=0 -0.00138064 0.00137072 0.00431225 0.0122593 -0.00352232
internal_weight=0 0.00767284 0.00570553 0.0043806 0.00217468 0.00220592
internal_count=3910 3700 1771 1081 524 557
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=7
num_cat=0
split_feature=50 42 16 2 16 4
split_gain=1.65776e-05 2.71683e-05 2.95457e-05 4.0694e-05 3.83431e-05 3.2835e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.0095499999999999977 0.113945 0.081265000000000018 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.0002355105028596066 -0.00024392259526973971 -0.00016975581869245202 0.00052709853395552925 -0.00038172180769835998 5.8361873832999401e-05 0.00024290937908218218
leaf_weight=0.0013307569566367453 0.0010144927182281832 0.001258145451108385 0.0010173945435145632 0.0010026344721667897 0.001970340165199778 0.0018046035226706538
leaf_count=862 755 633 492 264 510 394
internal_value=0 2.14582e-05 6.99421e-05 -3.88524e-05 0.000217978 7.33908e-05
internal_weight=0 0.00838388 0.00705312 0.00406538 0.00298773 0.00306275
internal_count=3910 3155 2293 1291 1002 1027
is_linear=0
shrinkage=0.00196078


Tree=8873
num_leaves=7
num_cat=0
split_feature=13 47 42 43 0 52
split_gain=9.6372e-06 2.08625e-05 2.71099e-05 3.88657e-05 5.36202e-05 4.98022e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.07526999999999999 -0.10071499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0085490036562167956 -0.013581368696673252 -0.014238569639253072 0.015731468797312919 -0.0090372626635831718 -0.019159229270688562 0.019102698967691942
leaf_weight=0.0011381321404444695 0.001098286320837979 0.0010743046757273516 0.0017932385516141263 0.0011615270327321528 0.0012429478403748659 0.0013716127712015101
leaf_count=210 1013 219 1031 128 1100 209
internal_value=0 -0.00130613 0.00077758 0.0036092 -0.00214758 0.00619961
internal_weight=0 0.00774192 0.00666761 0.00556933 0.00377609 0.00253314
internal_count=3910 3700 3481 2468 1437 337
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 4
split_gain=1.64446e-05 2.67652e-05 4.68494e-05 5.89976e-05 4.00846e-05 7.43216e-05
threshold=0.084340000000000012 0.090085000000000012 -0.014099999999999998 -0.072349999999999984 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00020254201025794968 -0.00024129906233522785 -0.00024711341960988886 2.7747752460133741e-06 0.00054514937297273536 -0.00059836055866364381 5.4633793075244132e-05
leaf_weight=0.0014164853801643075 0.0010084404697392494 0.0012069154743721356 0.0016863146946966422 0.0014206846769415685 0.0011040374715588668 0.0017050514649954859
leaf_count=529 731 617 661 468 491 413
internal_value=0 2.34626e-05 6.79984e-05 0.000250777 -6.6396e-05 -0.000202008
internal_weight=0 0.00853949 0.00733257 0.003107 0.00422557 0.00280909
internal_count=3910 3179 2562 1129 1433 904
is_linear=0
shrinkage=0.00196078


Tree=8875
num_leaves=7
num_cat=0
split_feature=52 0 2 3 42 4
split_gain=9.5964e-06 1.73788e-05 1.67457e-05 2.44339e-05 3.91836e-05 1.91823e-05
threshold=-0.048794999999999991 -0.14733499999999997 0.11339500000000001 -0.060719999999999989 0.08622500000000001 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.0057260845243505389 -0.018132479141865828 0.010431541327598362 -0.01197469225956746 -0.00036723633075226602 0.0076447185771142392 0.018354709048145144
leaf_weight=0.0010341090306330951 0.001301599903921734 0.0018684323505007011 0.0013842124160455323 0.0012023812086794121 0.0010781851357153519 0.0010044407734090969
leaf_count=128 1051 1062 393 178 891 207
internal_value=0 0.00467495 -0.00233463 0.000574684 -0.00645386 0.00815411
internal_weight=0 0.00290254 0.00597082 0.00458661 0.00237979 0.00220682
internal_count=3910 1190 2720 2327 1942 385
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=8
num_cat=0
split_feature=50 160 49 133 52 4 47
split_gain=2.53233e-05 4.23953e-05 3.48858e-05 2.65222e-05 5.86036e-05 9.04745e-05 3.67119e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 0.048490000000000012 0.0057500000000000008 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00030931642031767386 -0.0003028245780450221 0.0002821987161603392 -0.00065020050589270238 -0.00038526625650651893 0.00029630760164375022 0.00027367620537697485 -0.00019643087953643252
leaf_weight=0.0016464326490170387 0.0010059912203776297 0.0010979791322367691 0.0010715905597476543 0.0010243350308334377 0.0014339194561318763 0.0012241340609933182 0.0013353564662452963
leaf_count=804 715 220 636 460 594 353 128
internal_value=0 2.55066e-05 -3.95071e-05 -9.75144e-05 -3.93201e-05 -0.00017186 2.84084e-05
internal_weight=0 0.00883375 0.00718731 0.00608934 0.005065 0.00363108 0.00255949
internal_count=3910 3195 2391 2171 1711 1117 481
is_linear=0
shrinkage=0.00196078


Tree=8877
num_leaves=7
num_cat=0
split_feature=0 1 12 2 0 48
split_gain=8.41065e-06 1.44314e-05 1.65664e-05 3.53791e-05 4.57399e-05 2.813e-05
threshold=0.10302000000000001 0.076710000000000014 0.096210000000000004 1.0000000180025095e-35 -0.15007499999999999 0.087945000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.008642655349345385 0.0077066939869141196 -0.014936153587054156 0.012645562636629066 0.0067226915468398532 0.021582606646178736 -0.015648082764582062
leaf_weight=0.0019706843890640226 0.0012093897932245927 0.0013466484930294027 0.0010475947022347085 0.00120498590649763 0.0010458943359966406 0.0010535362362848535
leaf_count=1929 210 666 323 218 454 110
internal_value=0 -0.00126611 0.00128482 -0.00127405 0.00429366 -0.00371264
internal_weight=0 0.00766934 0.00569866 0.00465106 0.00330442 0.00225852
internal_count=3910 3700 1771 1448 782 328
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=7
num_cat=0
split_feature=42 43 15 1 1 43
split_gain=7.87359e-06 1.7115e-05 1.86679e-05 4.0909e-05 2.72264e-05 1.56915e-05
threshold=0.092145000000000019 0.070805000000000021 -0.074174999999999977 0.10752500000000002 0.090475000000000014 -0.077544999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.0043968182304416105 -0.0068758912722778386 0.012667834545121687 0.0099571333103486686 0.019789769876290719 -0.017642959983694761 -0.0071049305955355373
leaf_weight=0.0017829597397676965 0.0014156025359138716 0.0011177586110190808 0.0010229003602297718 0.001150596366342647 0.0012353523613743713 0.0011394404523852014
leaf_count=699 832 311 577 289 452 750
internal_value=0 0.00125983 -0.000754207 0.00508962 -0.00579975 0.000966318
internal_weight=0 0.00744901 0.00633125 0.00293356 0.00339769 0.00216234
internal_count=3910 3078 2767 988 1779 1327
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=8
num_cat=0
split_feature=50 133 16 16 52 2 4
split_gain=2.03142e-05 3.25974e-05 3.56748e-05 6.19713e-05 4.73478e-05 3.33871e-05 8.74181e-05
threshold=0.084340000000000012 0.090085000000000012 -0.014099999999999998 0.3935300000000001 -0.069134999999999988 0.085255000000000011 0.0057500000000000008
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=0.00019734271372590632 -0.0002707371965759362 -0.00027691817698702944 0.00012182071591378097 -0.0001680523544718132 0.00070635013420376497 -0.00059807347858086793 0.0001047964850675094
leaf_weight=0.0014450436154723393 0.0010184742419536491 0.0012073331510561161 0.0010474344326087315 0.0010224393470727611 0.0010843192594638537 0.0011124699001832437 0.0017513055429263004
leaf_count=529 731 617 421 300 408 491 413
internal_value=0 2.1996e-05 7.03531e-05 0.000228802 0.000419142 -4.56365e-05 -0.000168242
internal_weight=0 0.00867035 0.00746301 0.00315419 0.00213175 0.00430882 0.00286378
internal_count=3910 3179 2562 1129 829 1433 904
is_linear=0
shrinkage=0.00196078


Tree=8880
num_leaves=8
num_cat=0
split_feature=50 133 160 3 49 0 16
split_gain=2.18001e-05 3.16607e-05 3.33871e-05 3.533e-05 2.89384e-05 3.33418e-05 2.63957e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 -0.10628499999999998 -0.006494999999999999 -0.13027499999999997 0.15737500000000001
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=0.00040503653277333224 -0.00027807720042876479 -0.00026771325547680366 -0.00023493063342380527 -0.00021384535470061157 0.00041541912412959017 -0.00014999227862441897 0.00025717708022346782
leaf_weight=0.0014044739255448992 0.0010028592949693675 0.0012030527898033248 0.0011312928502460315 0.0011894860396342876 0.0011469492636279215 0.0015301408802025776 0.0010202963141380866
leaf_count=347 731 617 300 392 162 1106 255
internal_value=0 2.73602e-05 7.51854e-05 0.00013095 5.21778e-05 0.00013776 1.28949e-05
internal_weight=0 0.00862569 0.00742264 0.00629135 0.00488687 0.00369739 0.00255044
internal_count=3910 3179 2562 2262 1915 1523 1361
is_linear=0
shrinkage=0.00196078


Tree=8881
num_leaves=7
num_cat=0
split_feature=52 4 2 3 12 15
split_gain=8.40078e-06 1.72284e-05 1.66155e-05 3.96673e-05 4.12474e-05 3.35993e-05
threshold=-0.048794999999999991 -0.0031049999999999997 0.106035 -0.060719999999999989 0.089745000000000005 -0.074174999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.0046407098011603766 -0.022104608991502704 0.010951628880296688 0.0029318219817089423 0.013242481666531136 0.0052558476787981324 -0.022555190198253694
leaf_weight=0.0012267601622353039 0.0010054903094345502 0.0016778211418826776 0.0010663435400453118 0.0016811180927489809 0.0012189955522667886 0.0010044650181092814
leaf_count=807 1039 383 252 339 827 263
internal_value=0 0.00436615 -0.00218969 0.0016497 -0.00711136 -0.00943089
internal_weight=0 0.00290458 0.00597641 0.0039056 0.00222449 0.00207081
internal_count=3910 1190 2720 2205 1866 515
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=8
num_cat=0
split_feature=15 151 49 0 52 12 52
split_gain=1.84292e-05 3.10444e-05 3.63676e-05 3.76949e-05 7.71232e-05 5.37685e-05 3.50957e-05
threshold=-0.11739999999999999 -0.076429999999999984 -0.07107999999999999 -0.053834999999999994 0.091715000000000005 0.089745000000000005 -0.0013649999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00019595783257822451 0.00034016277997924534 -0.00036149354054500177 0.00029888962293145288 -0.00051047897733658165 0.00022701749835092854 0.00053556870103270546 -0.00015894647660641794
leaf_weight=0.0016337830999368147 0.0010899380340651642 0.0010013285867834796 0.0010386261554156454 0.0011559988151029629 0.0010317076760472637 0.0010591665599502882 0.0016929869931499662
leaf_count=614 487 204 393 335 93 983 801
internal_value=0 3.24027e-05 -1.56558e-05 4.22681e-05 -0.000162681 0.000160547 1.5134e-05
internal_weight=0 0.00806975 0.00697981 0.00597849 0.00218771 0.00379078 0.00273161
internal_count=3910 3296 2809 2605 428 2177 1194
is_linear=0
shrinkage=0.00196078


Tree=8883
num_leaves=7
num_cat=0
split_feature=15 3 16 0 4 3
split_gain=9.01705e-06 2.0442e-05 3.78708e-05 3.10388e-05 3.70941e-05 3.08133e-05
threshold=-0.11739999999999999 -0.100615 -0.19424999999999998 -0.10131499999999999 -0.025214999999999998 -0.048154999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.0071283193183073138 0.012017263251610608 -0.018559082071631067 0.012889178949909401 -0.0082601251068723392 -0.019338723234473061 0.016083435861918086
leaf_weight=0.0014953056581204606 0.0014530911944857583 0.0010387106932750701 0.0018034949677061128 0.0010310554682338338 0.0010104063437064771 0.0010489408381138779
leaf_count=614 437 214 260 1272 928 185
internal_value=0 0.00138703 -0.00121666 0.0024642 -0.00361961 0.00401632
internal_weight=0 0.0073857 0.00593261 0.0048939 0.0030904 0.00208
internal_count=3910 3296 2859 2645 2385 1457
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=8
num_cat=0
split_feature=50 133 160 3 2 2 15
split_gain=3.08845e-05 2.7166e-05 3.69536e-05 3.48334e-05 3.06988e-05 5.17012e-05 3.11258e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 -0.10628499999999998 0.10705000000000002 0.090310000000000015 -0.038029999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00040635904156126215 -0.00032998261490375827 -0.00023759346921780011 -0.00024632143172178801 -0.00022049088168211263 -0.00019640802052099253 0.00052727224557684615 0.00020941824890601901
leaf_weight=0.0014220063109667419 0.0010024387419442201 0.0012230991862412525 0.001147737506552028 0.0012329188556050835 0.0013312127899782126 0.0010145663172490371 0.0013635808015386409
leaf_count=350 715 622 300 418 417 329 759
internal_value=0 3.3398e-05 7.75205e-05 0.000135922 5.81115e-05 0.00015194 5.2807e-06
internal_weight=0 0.00873512 0.00751202 0.00636429 0.00494228 0.00361107 0.0025965
internal_count=3910 3195 2573 2273 1923 1506 1177
is_linear=0
shrinkage=0.00196078


Tree=8885
num_leaves=7
num_cat=0
split_feature=42 2 160 1 0 12
split_gain=8.60916e-06 2.16586e-05 3.19307e-05 2.91369e-05 1.98937e-05 3.86825e-05
threshold=-0.088669999999999985 0.086545000000000025 0.084480000000000013 0.095575000000000007 -0.13506999999999997 0.086935000000000012
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6
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leaf_value=0.0079035900027141486 -0.018969187510815222 -0.010550722162020711 0.016630672685474922 0.0031149730614303634 0.018852900443039066 -0.0066302548940254634
leaf_weight=0.001181369903239411 0.0013375258225302878 0.0016096917710594827 0.0012042394759553005 0.001079671784163053 0.0010043218768963627 0.0014639648411003741
leaf_count=480 950 308 282 457 513 920
internal_value=0 -0.00126462 0.00232323 -0.00910502 -0.0019018 0.00373859
internal_weight=0 0.00769942 0.00528222 0.0024172 0.00407798 0.00246829
internal_count=3910 3430 2023 1407 1741 1433
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=7
num_cat=0
split_feature=52 12 1 48 52 0
split_gain=7.22325e-06 1.87161e-05 2.52702e-05 4.02021e-05 2.91623e-05 4.31758e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.087770000000000015 0.0033900000000000002 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.002973092464704492 -0.0071325880488508908 0.010262693960288831 -0.014045520189296508 0.019477299926457341 0.010385787222704647 -0.023396881224387833
leaf_weight=0.0013605742796144633 0.001235918160839569 0.0017276506875635251 0.001273567097825154 0.0010121721909800959 0.0011145696866367771 0.0011420924522957589
leaf_count=233 647 696 392 293 646 1003
internal_value=0 0.00110819 -0.0015711 0.00186066 -0.00306881 -0.00906085
internal_weight=0 0.00763063 0.00590298 0.00462941 0.00361724 0.00250267
internal_count=3910 3263 2567 2175 1882 1236
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=7
num_cat=0
split_feature=160 16 0 43 49 47
split_gain=7.58372e-06 2.41808e-05 4.55045e-05 3.40355e-05 2.83088e-05 1.3801e-05
threshold=-0.081069999999999989 -0.029944999999999996 -0.084304999999999977 -0.047174999999999988 -0.045004999999999996 0.09023500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.0071192479211293902 0.010521546383879476 0.0024636135794093494 0.020008398237188103 -0.018390805099876683 -0.017206862719475923 -0.0012082173854871395
leaf_weight=0.0012686180251925928 0.0010804720579852978 0.0015643918453192868 0.0012144180584156162 0.0015659766673705045 0.001092195965767136 0.0010649162545245258
leaf_count=815 165 757 847 528 654 144
internal_value=0 -0.00123426 0.00350109 -0.00796887 -0.0026908 -0.0093087
internal_weight=0 0.00758237 0.004452 0.00313037 0.00323758 0.00215711
internal_count=3910 3095 1810 1285 963 798
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=7
num_cat=0
split_feature=13 47 42 43 52 0
split_gain=7.97223e-06 1.79842e-05 2.34442e-05 3.16048e-05 5.24107e-05 5.24961e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.07526999999999999 -0.069134999999999988 -0.15137999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.0078130951972352914 -0.012643144163916088 -0.013251914140210728 0.014341664527292228 -0.021169661850324799 0.021305278902759947 -0.0066280434026582419
leaf_weight=0.0011293489442316474 0.0010920868398027594 0.0010642417646386515 0.0017857799154312312 0.0010197743046354039 0.0011800668468822833 0.0015651181774085706
leaf_count=210 1013 219 1031 333 159 945
internal_value=0 -0.00118332 0.000750185 0.00338527 -0.00181152 0.00537959
internal_weight=0 0.00770707 0.00664283 0.00555074 0.00376496 0.00274519
internal_count=3910 3700 3481 2468 1437 1104
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=7
num_cat=0
split_feature=42 2 151 16 1 2
split_gain=8.56261e-06 1.69361e-05 2.67527e-05 4.64764e-05 2.38407e-05 2.38062e-05
threshold=-0.088669999999999985 0.086545000000000025 -0.0088999999999999982 -0.090809999999999988 0.095575000000000007 0.106285
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.0079122613399002766 -0.017157822149127169 -0.010940302981813773 0.019502501377546048 -0.012431051734615671 0.0028662331909714567 0.0072437508308228612
leaf_weight=0.0011763345391723147 0.0013290519410621259 0.0012333297049150647 0.0015440999987424431 0.001234756474643717 0.0010759307063190635 0.0012252509678914818
leaf_count=480 950 420 466 708 457 429
internal_value=0 -0.0012526 0.00193738 0.00590391 -0.00819955 -0.00263166
internal_weight=0 0.00764242 0.00523744 0.00400411 0.00240498 0.00246001
internal_count=3910 3430 2023 1603 1407 1137
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 4
split_gain=1.93174e-05 3.50134e-05 4.84025e-05 5.40405e-05 4.43973e-05 8.82502e-05
threshold=0.084340000000000012 0.090085000000000012 -0.014099999999999998 -0.072349999999999984 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00021768541914027253 -0.00026216046235653814 -0.00028824566338721725 2.6114527545950179e-05 0.00054328955579089591 -0.00063256560061209768 7.21140336002213e-05
leaf_weight=0.0014419714752786092 0.0010301824225470791 0.0012049273642165811 0.0017397233048859519 0.0014034201727153306 0.0011237823076622026 0.0017430722384430733
leaf_count=529 731 617 661 468 491 413
internal_value=0 2.18682e-05 7.20113e-05 0.000257034 -6.29568e-05 -0.000204114
internal_weight=0 0.0086569 0.00745197 0.00314314 0.00430883 0.00286685
internal_count=3910 3179 2562 1129 1433 904
is_linear=0
shrinkage=0.00196078


Tree=8891
num_leaves=7
num_cat=0
split_feature=4 16 2 16 4 2
split_gain=2.1237e-05 2.54953e-05 2.92376e-05 4.25206e-05 3.1795e-05 2.58416e-05
threshold=0.28937500000000005 -0.092424999999999993 0.106285 0.15737500000000001 -0.076329999999999995 0.094010000000000024
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-4.1845781374018429e-05 0.00023363384452616896 0.00032131057672249067 0.00029703289929025362 -0.00029386477847926165 -9.4430665070498418e-05 -0.00044213502200873378
leaf_weight=0.0015841938520064296 0.001280144111057425 0.0013595946861495426 0.0012770880974683485 0.0016116151188804361 0.0014740178514026825 0.0010188285364167286
leaf_count=445 426 879 481 367 1073 239
internal_value=0 -3.76383e-05 3.5545e-05 -3.95789e-05 0.000105046 -0.00019852
internal_weight=0 0.00832534 0.00572232 0.00444523 0.00283361 0.00260302
internal_count=3910 3484 2800 2319 1952 684
is_linear=0
shrinkage=0.00196078


Tree=8892
num_leaves=6
num_cat=0
split_feature=52 13 16 1 1
split_gain=7.98025e-06 1.80262e-05 2.49751e-05 3.44201e-05 6.46522e-05
threshold=0.11401500000000002 -0.090744999999999978 -0.092424999999999993 0.090355000000000005 0.11026000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0093507179334971838 -0.0074950739827986893 -0.012033078897560506 -0.0068889143950567264 0.029787469014961883 -0.006093457896082192
leaf_weight=0.0019907932406256811 0.0012337711745834899 0.0016565393022877168 0.0019449179845303696 0.001000315517050294 0.0010084220401201027
leaf_count=520 647 507 1555 441 240
internal_value=0 0.00117561 -0.00172535 0.00259348 0.0117746
internal_weight=0 0.00760099 0.00561019 0.00395366 0.00200874
internal_count=3910 3263 2743 2236 681
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=8
num_cat=0
split_feature=11 3 16 2 16 4 48
split_gain=3.23037e-05 2.71942e-05 2.79563e-05 3.56933e-05 4.62828e-05 4.53843e-05 2.07324e-05
threshold=1.0000000180025095e-35 -0.10628499999999998 -0.19424999999999998 0.11260500000000001 0.31524000000000002 -0.08100499999999998 0.083775000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00032654836966783195 -0.00033593875347952805 -0.00021455724036932415 0.00043068041785636075 0.0003875842462231242 -0.00038128068632579151 -0.00021420939776513762 0.0001292061715934176
leaf_weight=0.0010853886102579627 0.0010000658406259149 0.0018571164386590577 0.0010739325179686373 0.0010577406871530928 0.001018618716075107 0.0013778890567970842 0.0013266030944020317
leaf_count=222 304 449 677 382 184 1287 405
internal_value=0 3.59575e-05 -4.94088e-06 6.15487e-05 -1.03417e-05 8.96591e-05 -4.57578e-05
internal_weight=0 0.00879729 0.0077119 0.00585478 0.00479704 0.00377842 0.00270449
internal_count=3910 3606 3384 2935 2553 2369 1692
is_linear=0
shrinkage=0.00196078


Tree=8894
num_leaves=9
num_cat=0
split_feature=11 49 160 2 133 1 47 16
split_gain=5.24701e-05 3.65232e-05 4.53098e-05 4.51934e-05 4.57682e-05 4.44565e-05 7.4585e-05 4.97908e-05
threshold=0.076265000000000013 0.10251500000000001 0.087825000000000014 0.11260500000000001 0.08493500000000001 0.088785000000000017 0.09550500000000002 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=1.2738042170429077e-05 -0.00043312997497690545 0.00038955217968839371 -0.00034783551178604649 0.00041323543298296374 -0.00039286862618746255 -0.00045809576119651901 0.00026189907894844908 0.00058754185766206639
leaf_weight=0.001370409205021766 0.0010013609751629111 0.0010191761238844957 0.0012478231443600945 0.0011483266808722525 0.0010047743002443779 0.0012130930983137893 0.0010168291503737808 0.0010037625099074102
leaf_count=856 291 390 347 412 792 458 135 229
internal_value=0 3.99562e-05 -4.55334e-06 5.88391e-05 -1.37179e-05 6.90261e-05 -0.000129783 0.000255756
internal_weight=0 0.00902419 0.00800502 0.00675719 0.00560887 0.00460409 0.00222992 0.00237417
internal_count=3910 3619 3229 2882 2470 1678 593 1085
is_linear=0
shrinkage=0.00196078


Tree=8895
num_leaves=7
num_cat=0
split_feature=133 160 1 2 13 52
split_gain=8.18013e-06 2.73596e-05 2.14775e-05 3.72204e-05 4.29861e-05 1.81276e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.10386500000000001 0.10113500000000002 -0.07409499999999998 -0.048794999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4
right_child=1 2 5 -5 -6 -7
leaf_value=0.0081679417376985097 -0.015012594973176974 0.019916557624782692 0.01906878882677663 -0.017717565195215178 -0.0056259118387818486 0.0015665022391757059
leaf_weight=0.0010682512152044065 0.0012057002091002602 0.0010004884619231049 0.0010105218885559967 0.001215726043056991 0.0019296516780212983 0.0014280187523901184
leaf_count=604 747 610 334 368 893 354
internal_value=0 -0.00116349 0.00137248 -0.00300769 0.0030955 0.00881938
internal_weight=0 0.00779011 0.00658441 0.00414587 0.00293014 0.00243854
internal_count=3910 3306 2559 1871 1503 688
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=8
num_cat=0
split_feature=50 160 49 49 15 2 43
split_gain=1.37885e-05 2.73954e-05 3.51988e-05 2.30137e-05 2.46424e-05 3.79147e-05 3.40205e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 -0.0019649999999999997 -0.10981499999999998 0.10113500000000002 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00025271359605142881 -0.00022446292902364152 0.0002916978295067163 -0.00036346937030250372 -0.000311358791077819 0.00041091878340165743 -0.00029269803431089265 -2.5688300313565786e-05
leaf_weight=0.0015691477709442432 0.0010022404023028201 0.0010779937093051712 0.0010076225746917019 0.0010065121198932245 0.0011413719722825307 0.0010146024536779956 0.0017203702269379432
leaf_count=802 731 220 270 347 361 370 809
internal_value=0 1.86484e-05 -3.4058e-05 -9.36733e-05 -3.79984e-05 3.2981e-05 0.000148447
internal_weight=0 0.00853762 0.00696847 0.00589048 0.00488286 0.00387634 0.00286174
internal_count=3910 3179 2377 2157 1887 1540 1170
is_linear=0
shrinkage=0.00196078


Tree=8897
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 1 1
split_gain=2.13932e-05 3.60082e-05 5.85756e-05 3.75542e-05 5.14972e-05 5.64881e-05 3.65251e-05
threshold=-0.062769999999999979 -1.0000000180025095e-35 -0.0023199999999999996 -0.0088999999999999982 -0.072804999999999981 0.10113500000000002 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.00026454834875650282 -0.0003534734401577305 -0.0004019290934334207 -0.00023122571222860706 0.00011675032221900224 0.0001682020783014547 0.00072288186195132876 -0.00029395054321615925
leaf_weight=0.0010076680330477527 0.0011936277149429573 0.0011095172558010166 0.001164629064792486 0.001445114510143308 0.0015449430548077855 0.0010003116763236729 0.0011445647388126619
leaf_count=563 828 845 331 459 378 233 273
internal_value=0 -3.742e-05 1.34973e-05 8.66647e-05 0.000158764 0.000364691 -2.84747e-05
internal_weight=0 0.00860271 0.00740908 0.00629956 0.00513493 0.00244543 0.00268951
internal_count=3910 3347 2519 1674 1343 692 651
is_linear=0
shrinkage=0.00196078


Tree=8898
num_leaves=8
num_cat=0
split_feature=50 160 49 133 52 4 47
split_gain=2.93081e-05 4.24436e-05 3.16632e-05 3.04483e-05 6.03459e-05 0.000120284 3.77655e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081419999999999979 0.090085000000000012 0.048490000000000012 0.0057500000000000008 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00031086175833349371 -0.0003269051564264548 0.00026609327156519878 -0.00072592586080148108 -0.00040270128708120689 0.00030937668633879725 0.00031439417579487558 -0.0001646480177727603
leaf_weight=0.001644741829528412 0.0010030194873228244 0.0011085181123678331 0.001048485844314156 0.0010231220397625973 0.0014277691935115069 0.0012086602805888649 0.001327787460988143
leaf_count=804 715 220 636 460 594 353 128
internal_value=0 2.68763e-05 -3.85017e-05 -9.44426e-05 -3.15252e-05 -0.000167296 6.36237e-05
internal_weight=0 0.00878908 0.00714434 0.00603582 0.0050127 0.00358493 0.00253645
internal_count=3910 3195 2391 2171 1711 1117 481
is_linear=0
shrinkage=0.00196078


Tree=8899
num_leaves=7
num_cat=0
split_feature=160 133 42 2 13 3
split_gain=9.60989e-06 2.28045e-05 2.64449e-05 3.65706e-05 3.79151e-05 2.24457e-05
threshold=-0.081069999999999989 -0.0023199999999999996 0.088115000000000013 0.084065000000000015 -0.083514999999999992 0.094625000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0079674498963588133 -0.014803388096751899 0.010780681670932489 0.012249002457038052 0.0058438442740395618 -0.025999204049671584 -0.0061961082781388024
leaf_weight=0.0012792874475635362 0.0010878678796062222 0.001429722140246874 0.0015481954871763388 0.0012496014427832145 0.0011123938277863513 0.001178973359177965
leaf_count=815 906 380 754 333 539 183
internal_value=0 -0.00140018 0.000836539 -0.00271804 -0.00816837 -0.01581
internal_weight=0 0.00760675 0.00651889 0.00497069 0.00354097 0.00229137
internal_count=3910 3095 2189 1435 1055 722
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=7
num_cat=0
split_feature=133 52 13 12 16 16
split_gain=8.87203e-06 2.41934e-05 3.40794e-05 2.63402e-05 2.67125e-05 4.33896e-05
threshold=-0.085714999999999986 0.11401500000000002 -0.083514999999999992 0.093125000000000013 -0.08755499999999998 0.050115000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0084890331773115682 0.012735472589738879 -0.014837662800176999 -0.018618391336532602 0.01077116755981088 0.010180327220986225 -0.016541520143225238
leaf_weight=0.0010705638248925372 0.0018190366951745997 0.0011175687325912422 0.0013267644813771476 0.0010436225106145256 0.0014451591023547244 0.0010485257517493082
leaf_count=604 796 577 347 603 659 324
internal_value=0 -0.001219 0.00105835 -0.00330859 -0.00715472 -0.00105547
internal_weight=0 0.00780068 0.00668311 0.00486407 0.00382045 0.00249368
internal_count=3910 3306 2729 1933 1330 983
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=6
num_cat=0
split_feature=42 0 49 12 0
split_gain=9.91177e-06 1.53438e-05 2.76129e-05 4.60714e-05 3.0557e-05
threshold=0.092145000000000019 -0.017269999999999997 -0.0019649999999999997 0.086865000000000012 -0.11287999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010503667790422621 -0.0076913735457342803 0.010679315397479253 0.0054882948358182188 0.018791507562053274 -0.016249111572153065
leaf_weight=0.0019713112617124598 0.0014223603866728145 0.0014424370820572997 0.0015175248811362862 0.0013751421173314707 0.0011269246602389905
leaf_count=649 832 364 282 1106 677
internal_value=0 0.00142013 -0.000809211 0.0039452 -0.00377504
internal_weight=0 0.00743334 0.0059909 0.00401959 0.00264445
internal_count=3910 3078 2714 2065 959
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=7
num_cat=0
split_feature=12 4 160 3 15 48
split_gain=1.0411e-05 3.18227e-05 2.17014e-05 3.06664e-05 2.24576e-05 3.099e-05
threshold=0.089995000000000006 0.08734500000000002 0.087825000000000014 -0.018854999999999997 -0.017214999999999998 0.081315000000000012
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.015629358048029379 -0.012901174169548968 0.0088240143914374864 -0.010911060244187365 -0.019064423588905657 0.011345850962394492 0.0051188921700973476
leaf_weight=0.0017734486883578477 0.0018410009243607184 0.0010638476525962628 0.0010203431526536657 0.0010353760288098119 0.0010239970062072704 0.0010853849786567134
leaf_count=1386 1254 224 306 267 228 245
internal_value=0 -0.00494472 0.00236086 0.00511428 -0.000815567 -0.00668764
internal_weight=0 0.00290485 0.00593855 0.00491821 0.00314476 0.00212076
internal_count=3910 1478 2432 2126 740 512
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=7
num_cat=0
split_feature=50 160 49 42 0 1
split_gain=1.49924e-05 3.07372e-05 4.16696e-05 3.37266e-05 2.73781e-05 4.26376e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 -0.017269999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027058601119563173 -0.00023232687245929869 0.00032043262307112762 0.00013158046020500438 -0.00033260586005830759 0.00027419738390423187 -0.00033226442262133482
leaf_weight=0.0015483795452985215 0.0010048436820413549 0.0010680282417244065 0.0015453485456537784 0.0017056573092126409 0.0010185765705156328 0.0015029070672565839
leaf_count=802 731 220 806 851 200 300
internal_value=0 2.11179e-05 -3.53503e-05 -0.000101177 -4.11471e-06 -9.71129e-05
internal_weight=0 0.0083889 0.00684052 0.00577249 0.00406683 0.00304826
internal_count=3910 3179 2377 2157 1306 1106
is_linear=0
shrinkage=0.00196078


Tree=8904
num_leaves=7
num_cat=0
split_feature=50 133 16 52 150 2
split_gain=1.54524e-05 2.90364e-05 4.36093e-05 6.12449e-05 3.17443e-05 3.42089e-05
threshold=0.082310000000000008 0.090085000000000012 -0.014099999999999998 -0.07125999999999999 0.083205000000000015 0.085255000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=8.3859927204771347e-05 -0.00023330913579283722 -0.00026081815683539814 -2.4890954105808669e-06 0.00055648420370015071 0.00022744456954706171 -0.00033574852172955704
leaf_weight=0.0012784415122398753 0.0010014009206838646 0.0011796120553841626 0.0016720352573755292 0.0013719872717495197 0.0010951075743581475 0.0017968847480446346
leaf_count=468 747 616 669 458 224 728
internal_value=0 2.43801e-05 7.10119e-05 0.000249449 -5.92301e-05 -0.000161313
internal_weight=0 0.00839407 0.00721446 0.00304402 0.00417043 0.00307533
internal_count=3910 3163 2547 1127 1420 1196
is_linear=0
shrinkage=0.00196078


Tree=8905
num_leaves=7
num_cat=0
split_feature=11 48 51 43 16 16
split_gain=4.25359e-05 4.25618e-05 3.70199e-05 2.77845e-05 3.9864e-05 5.31109e-05
threshold=0.076265000000000013 0.091555000000000011 -0.0084849999999999978 -0.087439999999999976 -0.083144999999999983 -0.19424999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00021268737434660699 -0.00039182269176002936 0.00031340657237025017 0.00014551580555186786 -0.00032900982827763372 -0.00040803756941157441 0.00025479836500181575
leaf_weight=0.0017924882460390278 0.0010049131114803567 0.0016945631466713023 0.0012426091270847893 0.0011415682808402733 0.0018084944500908274 0.0012607655557278206
leaf_count=784 291 434 458 338 993 612
internal_value=0 3.36521e-05 -3.17725e-05 -0.000112124 -0.000188153 -2.26222e-05
internal_weight=0 0.00894049 0.00724593 0.00545344 0.00421083 0.00240233
internal_count=3910 3619 3185 2401 1943 950
is_linear=0
shrinkage=0.00196078


Tree=8906
num_leaves=6
num_cat=0
split_feature=42 160 49 4 15
split_gain=8.63064e-06 1.61542e-05 4.03682e-05 3.72176e-05 5.41569e-05
threshold=0.092145000000000019 0.084835000000000008 -0.0019649999999999997 -0.23071499999999998 -0.033649999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.017653388990191358 -0.0071838917366394668 0.01099851721657996 -0.013793200419184793 -0.0047178423457234792 0.019021123222709366
leaf_weight=0.0011648078498377136 0.0014235274650002743 0.0013988809976847707 0.0010325598877096256 0.0018539721169428315 0.0019952722254904885
leaf_count=513 832 432 219 800 1114
internal_value=0 0.00131436 -0.000926063 0.00306511 0.00758735
internal_weight=0 0.00744549 0.00604661 0.0048818 0.00384924
internal_count=3910 3078 2646 2133 1914
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=8
num_cat=0
split_feature=3 43 160 4 1 3 47
split_gain=2.2244e-05 4.7498e-05 3.99106e-05 4.46678e-05 2.73525e-05 4.17235e-05 2.18727e-05
threshold=-0.076734999999999984 -0.057994999999999998 -0.025614999999999995 0.0057500000000000008 0.093435000000000004 -0.100615 0.07906500000000001
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=0.00023006567366824825 0.00040386807002351324 0.00030160630615188856 -0.00036821694667622042 0.00027765790095659557 -0.00039375589594422433 -0.00025640926845176253 -0.0001311851326587918
leaf_weight=0.0013242056598392359 0.0012880725659430827 0.0011236141853045605 0.0015826948443649438 0.0010004236771182418 0.0010338735947922149 0.0013886380513745615 0.0010120169797033943
leaf_count=324 558 274 363 250 393 1647 101
internal_value=0 7.01435e-05 -2.0953e-05 -0.000121765 -0.000122374 -1.89489e-05 7.20587e-05
internal_weight=0 0.00600682 0.00471875 0.00359514 0.00374672 0.00271284 0.00201244
internal_count=3910 1546 988 714 2364 1971 351
is_linear=0
shrinkage=0.00196078


Tree=8908
num_leaves=7
num_cat=0
split_feature=50 160 49 42 4 1
split_gain=1.318e-05 2.909e-05 3.6905e-05 2.92675e-05 2.5414e-05 3.183e-05
threshold=0.083475000000000008 -0.026849999999999995 -0.081419999999999979 0.084100000000000022 0.0057500000000000008 0.10647000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00026388520700157463 -0.00021592732830337283 0.00030071978086427685 -0.00016414968546051427 -0.00031100889695714966 0.00038056056209079974 -0.00010386910245723306
leaf_weight=0.001558111363708062 0.001001026468855924 0.0010740665415196462 0.0019756580453523893 0.001702030439205803 0.0010774134228898774 0.0010106280131402484
leaf_count=801 735 220 890 850 225 189
internal_value=0 2.20952e-05 -3.29848e-05 -9.51488e-05 -4.73844e-06 0.000146093
internal_weight=0 0.00839791 0.0068398 0.00576573 0.0040637 0.00208804
internal_count=3910 3175 2374 2154 1304 414
is_linear=0
shrinkage=0.00196078


Tree=8909
num_leaves=7
num_cat=0
split_feature=50 160 49 133 43 0
split_gain=1.98017e-05 3.17209e-05 4.10305e-05 2.75812e-05 4.81939e-05 3.90549e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081419999999999979 0.086895000000000014 -0.074254999999999988 -0.13870499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00027558750481703343 -0.0002660823488086546 0.00031704692343037467 0.00025214520857884328 -0.000379716094644747 5.8612016115980241e-05 -0.00037318215673602206
leaf_weight=0.001561716568663836 0.0010194790576799435 0.001082220947538735 0.001533403176443183 0.0010912332603038441 0.0015214941408099863 0.0017109881707416264
leaf_count=802 731 220 427 530 210 990
internal_value=0 2.31093e-05 -3.37116e-05 -9.85213e-05 -3.41368e-05 -0.000169941
internal_weight=0 0.00850106 0.00693934 0.00585712 0.00476589 0.00323248
internal_count=3910 3179 2377 2157 1627 1200
is_linear=0
shrinkage=0.00196078


Tree=8910
num_leaves=7
num_cat=0
split_feature=160 49 133 52 16 16
split_gain=8.98482e-06 2.71659e-05 3.81469e-05 4.89812e-05 3.70098e-05 4.73038e-05
threshold=-0.081069999999999989 -0.081419999999999979 -1.0000000180025095e-35 -0.072349999999999984 -0.30307999999999996 -0.063614999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.0076899912443592622 0.013370200554407741 -0.021735764699986657 -0.016745128178398537 -0.01151115466299652 0.025444055515343202 0.00027812855610690384
leaf_weight=0.0012818205254582537 0.0010751277141856442 0.0010021220932724664 0.0013938465861332398 0.0010289049063439493 0.0012468285197362618 0.0018628607762263664
leaf_count=815 251 891 665 295 538 455
internal_value=0 -0.00135994 -0.00378349 -0.000531688 0.00492887 0.0103684
internal_weight=0 0.00760969 0.00653456 0.00553244 0.00413859 0.00310969
internal_count=3910 3095 2844 1953 1288 993
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=7
num_cat=0
split_feature=1 4 13 12 3 0
split_gain=9.17321e-06 2.62378e-05 2.94305e-05 2.38216e-05 5.87719e-05 1.98855e-05
threshold=0.088010000000000019 -0.15333499999999997 -1.0000000180025095e-35 0.088375000000000023 0.076695000000000013 -0.21145499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.0069673364035263601 0.025845091580986142 -0.019266832779641765 0.0024176010929481476 -0.0078432878829495355 0.0080940128525819523 -0.010786189834726239
leaf_weight=0.0014889903698046543 0.0011503501798562697 0.0014260308259834399 0.0011154953338565522 0.0014499866823953394 0.0010475015205189536 0.0011934344223356185
leaf_count=189 497 1679 457 692 128 268
internal_value=0 -0.00357373 -0.00974937 0.00288439 0.00747114 -0.00196084
internal_weight=0 0.00403052 0.00254153 0.00484127 0.00339129 0.00224094
internal_count=3910 2325 2136 1585 893 396
is_linear=0
shrinkage=0.1


Tree=8912
num_leaves=7
num_cat=0
split_feature=50 133 16 52 2 4
split_gain=2.34823e-05 2.96037e-05 4.81771e-05 5.85557e-05 3.21731e-05 8.77681e-05
threshold=0.084340000000000012 0.090085000000000012 -0.014099999999999998 -0.07125999999999999 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00017795600635241911 -0.00029057358704854646 -0.00025921795986275515 1.4323146627302817e-05 0.00055419010645516779 -0.00061149042964383843 9.3424824156473175e-05
leaf_weight=0.0014081676910516687 0.0010155747754331734 0.0012124271644892411 0.0017232654918946906 0.0013999058923635918 0.0011209660187743635 0.0017226877670337697
leaf_count=529 731 617 670 459 491 413
internal_value=0 2.47207e-05 7.13994e-05 0.000256309 -6.44256e-05 -0.000184452
internal_weight=0 0.00858742 0.00737499 0.00312317 0.00425182 0.00284365
internal_count=3910 3179 2562 1129 1433 904
is_linear=0
shrinkage=0.00196078


Tree=8913
num_leaves=6
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split_feature=52 1 15 2 12
split_gain=9.03527e-06 1.84685e-05 1.60893e-05 3.18852e-05 5.06284e-05
threshold=-0.048794999999999991 0.10386500000000001 -0.11739999999999999 0.106035 0.088285000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0019014356507883188 -0.012452921006952925 0.01444939298793891 -0.0056778582078594389 -0.013573735441788465 0.018406429358639644
leaf_weight=0.0017548721418091675 0.0012322274093083205 0.0011392723021762092 0.0019337292423217563 0.0012182603761121129 0.0015909075254620713
leaf_count=817 467 373 946 309 998
internal_value=0 0.00453502 -0.00227237 0.000372587 0.00519301
internal_weight=0 0.00289414 0.00597512 0.0047429 0.00352464
internal_count=3910 1190 2720 2253 1944
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=8
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split_feature=2 12 3 4 15 43 0
split_gain=1.06219e-05 2.13263e-05 3.15529e-05 2.03411e-05 1.92533e-05 2.35341e-05 1.40495e-05
threshold=0.10274500000000002 0.089635000000000006 0.12046500000000002 -0.08422499999999998 -0.064869999999999983 -0.0037249999999999996 -0.10943499999999999
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.014403079562527328 0.022204279736773178 -0.0068669830195069101 -0.0023376829218437973 -0.014643941857968698 -0.003309692937098538 0.016387719168317872 0.001758671927863128
leaf_weight=0.0011669331776901692 0.0010941201041622772 0.0010748597399089631 0.0010051209855404246 0.001068531675317917 0.0012220709652818141 0.0012043319603880446 0.0010213218271532666
leaf_count=616 373 431 207 179 865 500 739
internal_value=0 0.00458821 0.0104535 -0.00263359 0.000407468 0.00646701 -0.0066279
internal_weight=0 0.0031741 0.00209924 0.00568319 0.00451626 0.0024264 0.00208985
internal_count=3910 1011 580 2899 2283 1365 918
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=8
num_cat=0
split_feature=1 457 160 52 3 12 2
split_gain=8.67411e-06 2.38159e-05 2.3271e-05 2.51093e-05 3.54813e-05 5.45551e-05 5.50993e-05
threshold=0.12864500000000004 0.082870000000000013 -0.07353999999999998 -1.0000000180025095e-35 0.090325000000000003 0.089995000000000006 0.087170000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0088044271074044188 0.0085327115506903528 0.011815685870958437 -0.019986650981981869 -0.0038894082924796612 -0.019295922235970851 -0.014705917759593429 0.028848730753691151
leaf_weight=0.0012417282150662947 0.0010412018756905577 0.0011936071489432303 0.0010834852068990789 0.0010569842666587222 0.0010134026888488357 0.0012126176739575981 0.00100089949901708
leaf_count=802 331 295 875 540 82 739 246
internal_value=0 -0.00118456 -0.00353241 -0.00638649 -0.00294674 0.00211924 0.0120335
internal_weight=0 0.00780272 0.00660912 0.00536739 0.0042839 0.0032705 0.00205788
internal_count=3910 3579 3284 2482 1607 1525 786
is_linear=0
shrinkage=0.1


Tree=8916
num_leaves=7
num_cat=0
split_feature=4 151 16 2 4 1
split_gain=9.32922e-06 2.1331e-05 2.72926e-05 2.09049e-05 3.82857e-05 3.9458e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.092424999999999993 0.106285 -0.08422499999999998 0.090905000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.010462734019930472 0.0082828924795783371 -0.01351612363959984 -0.017782074643921276 0.013209521760767408 0.017391824805362152 -0.0092401289615460062
leaf_weight=0.0012818687390762249 0.0011693541503617318 0.0019539640799734886 0.0011658535712309082 0.0010228844709879682 0.0011566911005119502 0.0010718395859784125
leaf_count=564 426 619 564 409 976 352
internal_value=0 -0.00130726 -0.00367534 0.000677693 -0.00309872 0.00458285
internal_weight=0 0.0076531 0.00637123 0.00441727 0.00339438 0.00222853
internal_count=3910 3484 2920 2301 1892 1328
is_linear=0
shrinkage=0.1


Tree=8917
num_leaves=8
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split_feature=50 4 12 133 160 49 43
split_gain=2.84316e-05 2.8806e-05 3.01211e-05 3.17728e-05 4.40596e-05 4.04122e-05 5.56367e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 0.085065000000000016 -0.00064499999999999985 -0.074254999999999988
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=-0.00031816928216985664 -0.0003155357572904822 0.00033680359491657157 -0.0001375289234423774 -0.00026512525612494055 -0.00025593566109212629 0.00065151743964256834 0.00010822941719788154
leaf_weight=0.0010504732006628836 0.0010106070423739092 0.0010473954940052 0.0010601567735263944 0.0010846554946693718 0.0010486895092165598 0.0011372836088002734 0.0019976575415371952
leaf_count=306 731 396 271 642 240 341 983
internal_value=0 3.25095e-05 -1.06834e-05 4.03569e-05 0.000103545 0.000193407 0.000305322
internal_weight=0 0.00842631 0.00737892 0.00632844 0.00524379 0.0041951 0.00313494
internal_count=3910 3179 2783 2477 1835 1595 1324
is_linear=0
shrinkage=0.00196078


Tree=8918
num_leaves=7
num_cat=0
split_feature=0 2 12 16 15 0
split_gain=1.0394e-05 2.41228e-05 3.49414e-05 3.32035e-05 2.7635e-05 2.54596e-05
threshold=-0.017269999999999997 0.081615000000000007 0.088325000000000015 -0.0083999999999999995 -0.026084999999999994 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.023049024048085124 0.0066950738867549812 -0.00570824242073289 0.0026595480742382764 0.015938527725630841 -0.014697292076650251 0.01531288924003873
leaf_weight=0.0011005568488554997 0.0018203857864915437 0.0012966851839881569 0.0010173891038764522 0.0012766549918796426 0.0012703368262128633 0.0010368655684474628
leaf_count=341 446 152 549 749 988 685
internal_value=0 -0.00178722 -0.0106995 0.00208032 -0.00282886 0.00363207
internal_weight=0 0.00699849 0.00211795 0.00488054 0.00360389 0.00233355
internal_count=3910 3464 890 2574 1825 837
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=7
num_cat=0
split_feature=50 4 151 47 1 3
split_gain=1.68386e-05 3.22094e-05 2.25587e-05 2.95002e-05 5.8271e-05 2.89718e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 0.09550500000000002 0.087720000000000006 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00021172222631590389 -0.00024349618062656088 0.00034612968590530481 -0.00015041844780313537 0.00022372145746539057 -0.00045918603339749402 0.00021190607284004036
leaf_weight=0.0013182923792143999 0.0010028957585785482 0.0010524444921729964 0.0019876699020440801 0.001070822512381644 0.0014918451977557344 0.0014804236607995238
leaf_count=452 747 396 1363 185 464 303
internal_value=0 2.53115e-05 -2.06323e-05 -7.14238e-05 -0.000135144 4.24687e-06
internal_weight=0 0.0084015 0.00734905 0.00603076 0.00495994 0.00346809
internal_count=3910 3163 2767 2315 2130 1666
is_linear=0
shrinkage=0.00196078


Tree=8920
num_leaves=8
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split_feature=50 4 151 1 47 133 16
split_gain=1.85e-05 3.14897e-05 2.57664e-05 3.12362e-05 4.92978e-05 3.39649e-05 3.77672e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 0.089845000000000022 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0002261958608595041 -0.00025574587252077805 0.00034022519366749869 -5.3537581341374852e-05 -0.00051410471934603276 3.142871564433339e-05 -0.00025697452129818846 0.00043271531375981475
leaf_weight=0.0013281644708921219 0.0010151987590663889 0.0010611612155065498 0.0013421025231876074 0.0012699718592222901 0.0012774945050793205 0.001015079122665978 0.0011321719266889712
leaf_count=450 755 396 886 459 171 476 317
internal_value=0 2.44378e-05 -2.10615e-05 -7.54607e-05 -0.000240533 4.5053e-05 0.000168961
internal_weight=0 0.00842615 0.00736498 0.00603682 0.00254747 0.00348935 0.00247427
internal_count=3910 3155 2759 2309 630 1679 1203
is_linear=0
shrinkage=0.00196078


Tree=8921
num_leaves=8
num_cat=0
split_feature=11 52 1 3 15 2 2
split_gain=5.74335e-05 3.44453e-05 3.83422e-05 4.04041e-05 4.16795e-05 3.8113e-05 2.17183e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.088010000000000019 0.10666500000000002 -0.089594999999999994 0.091525000000000009 0.086545000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 4 -4 -3 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=4.610306062696529e-05 -0.00045468386541358774 -0.00043226294671131962 0.00052228664185690775 -0.00014756616168614515 -1.8717510447840887e-05 9.6459919758551381e-06 0.00043982654612816996
leaf_weight=0.0010155699654822066 0.0010056242304359994 0.0013875422459910108 0.0011870860601576392 0.0014630311541062027 0.0010161586071478711 0.0016339836603125749 0.0011469961432505336
leaf_count=289 304 1088 290 255 516 614 554
internal_value=0 3.98135e-05 -2.97462e-05 0.000105034 0.00027277 -0.000193287 0.000254929
internal_weight=0 0.00885037 0.0066878 0.00366628 0.00220324 0.00302153 0.00216257
internal_count=3910 3606 2763 1061 806 1702 843
is_linear=0
shrinkage=0.00196078


Tree=8922
num_leaves=6
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split_feature=0 1 4 48 4
split_gain=8.65535e-06 1.81178e-05 1.88746e-05 2.89531e-05 3.64358e-05
threshold=0.10302000000000001 0.076710000000000014 -0.034289999999999994 0.086215000000000014 0.055260000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0095565391457031641 0.0078273930364287665 -0.0089293831000475856 0.025135055895304115 -0.0061498459850916282 0.0017175619486294834
leaf_weight=0.0019686051916118592 0.0012051881827868337 0.0013135187459737008 0.0010887843921833407 0.00156361494820374 0.001704736353980879
leaf_count=1929 210 690 311 288 482
internal_value=0 -0.00129113 0.00157826 0.00474593 0.0108446
internal_weight=0 0.00763926 0.00567065 0.00435714 0.00279352
internal_count=3910 3700 1771 1081 793
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=8
num_cat=0
split_feature=13 16 12 133 49 1 0
split_gain=8.57729e-06 1.64616e-05 4.05604e-05 1.82605e-05 2.34737e-05 3.82389e-05 5.59303e-06
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 0.065880000000000008 -0.014479999999999998 0.094890000000000016 -0.092299999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0081069904451200048 -0.014619451707306866 0.0098829988769156968 -0.019611156882337229 0.012707880508719431 -0.00098061989306862237 0.016272635547086516 -0.011523673203425339
leaf_weight=0.0011266413524327343 0.0011298162674621111 0.0011356440972034925 0.001219830259575035 0.001009772607157196 0.0010003519807866114 0.0011994438650990884 0.0010123984138410505
leaf_count=210 259 499 861 805 274 229 773
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internal_weight=0 0.00770726 0.00657161 0.00535178 0.00434201 0.00321219 0.00201275
internal_count=3910 3700 3201 2340 1535 1276 1047
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=7
num_cat=0
split_feature=50 133 0 47 15 49
split_gain=2.09687e-05 3.20815e-05 3.38037e-05 4.69494e-05 3.32139e-05 5.75804e-05
threshold=0.084340000000000012 0.090085000000000012 -0.017269999999999997 1.0000000180025095e-35 0.079360000000000014 -0.006494999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-1.4786150996698157e-05 -0.00027135034443300112 -0.0002707699201463406 0.00038346449022772931 -0.00023729194766632423 -0.00014756607689734753 0.00052831543946503599
leaf_weight=0.0015760737583674722 0.0010001375557556714 0.0011798182163594798 0.0011674720145012389 0.001889301745468315 0.0011528930098609752 0.001432889362209766
leaf_count=402 731 617 336 364 825 635
internal_value=0 2.89928e-05 7.79862e-05 1.90492e-05 0.000135417 0.000243843
internal_weight=0 0.00839845 0.00721863 0.00605116 0.00416186 0.00300896
internal_count=3910 3179 2562 2226 1862 1037
is_linear=0
shrinkage=0.00196078


Tree=8925
num_leaves=6
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split_feature=49 42 3 4 1
split_gain=8.66436e-06 2.89873e-05 2.45991e-05 2.83979e-05 3.07913e-05
threshold=-0.047894999999999993 -0.082904999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.10617500000000001
decision_type=2 2 2 2 2
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leaf_value=0.0059974163673792696 0.013450087351900442 -0.014099169504915752 0.0094463864917245823 -0.019779239766825021 0.0033922826040597037
leaf_weight=0.0018724002382896707 0.0010729785051241999 0.0018161411149529962 0.0017640748820074797 0.001074503928289008 0.0012298973755114323
leaf_count=505 530 1507 654 349 365
internal_value=0 -0.00166595 -0.00442215 -0.000102392 -0.00741221
internal_weight=0 0.0069576 0.00588462 0.00406848 0.0023044
internal_count=3910 3405 2875 1368 714
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=7
num_cat=0
split_feature=133 42 12 13 4 2
split_gain=8.84735e-06 1.75331e-05 3.63401e-05 4.01583e-05 2.93842e-05 1.89462e-05
threshold=0.093845000000000026 0.094425000000000023 0.088375000000000023 -0.081864999999999979 0.080255000000000007 0.085805000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.020165839359571402 -0.0085708007507431933 0.013092684657400714 -0.013310812137452929 0.013681827985549948 -0.015684926606670965 -0.0029534303447235001
leaf_weight=0.0011278099829624788 0.0010678485608297426 0.0010592200518201788 0.0017142989007087163 0.0011778483174024713 0.0010364094956942529 0.0016350241248136233
leaf_count=862 679 384 999 360 215 411
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internal_weight=0 0.00775061 0.00669139 0.00497709 0.00384928 0.00281287
internal_count=3910 3231 2847 1848 986 771
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=7
num_cat=0
split_feature=4 1 3 2 42 12
split_gain=1.01168e-05 1.72767e-05 2.1865e-05 2.74566e-05 2.43292e-05 5.42436e-05
threshold=0.24280000000000004 0.11215000000000001 0.097615000000000021 0.097575000000000009 0.085195000000000007 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0082272441143556082 0.0067228042194081954 -0.011901793810119039 0.013908809330869965 -0.016698359302722548 0.014991848830616781 -0.021286716446024076
leaf_weight=0.0016020574587434341 0.0017706258513879919 0.0013503328310597029 0.0010244538843532935 0.0010231401346172753 0.0010148023055584635 0.0010186831864215141
leaf_count=263 549 290 130 606 1013 1059
internal_value=0 -0.00173419 0.000681672 -0.002227 0.00184563 -0.00324485
internal_weight=0 0.00703347 0.00568314 0.00465868 0.00363554 0.00262074
internal_count=3910 3361 3071 2941 2335 1322
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=6
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split_feature=0 2 3 49 49
split_gain=8.62431e-06 2.42202e-05 3.54127e-05 3.374e-05 3.3063e-05
threshold=-0.017269999999999997 0.081615000000000007 -0.074234999999999982 1.0000000180025095e-35 -0.00064499999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0027954305390177269 0.0061045042980886373 -0.0021915184098204002 -0.023143872116528172 -0.012437378171729851 0.016774264465026764
leaf_weight=0.0010203106177198687 0.0018174945552872903 0.0019024239791012687 0.0010870441433310425 0.0011836005797406317 0.0017784689670109462
leaf_count=589 446 589 301 754 1231
internal_value=0 -0.00162995 -0.0105849 0.00224945 0.00697203
internal_weight=0 0.00697185 0.00210735 0.00486449 0.00368089
internal_count=3910 3464 890 2574 1820
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=7
num_cat=0
split_feature=47 49 15 0 52 15
split_gain=9.25881e-06 1.61178e-05 2.15695e-05 3.49873e-05 4.43534e-05 1.87102e-05
threshold=0.09550500000000002 -0.0090499999999999973 -0.10192499999999999 -0.083424999999999985 0.089525000000000007 -0.050004999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.015492101571070794 0.0066039600241405002 -0.016212771630077973 0.011036359052994712 -0.022536215347919504 0.0049680073286527161 -0.0037439932960758151
leaf_weight=0.0010167482303484667 0.0016978718194562009 0.0012209293966119542 0.00148921679398378 0.0011539567476193426 0.0011919019204490763 0.0010058871688602515
leaf_count=247 389 494 975 970 439 396
internal_value=0 -0.00161868 -0.00463678 -0.000951457 -0.00856166 0.0059257
internal_weight=0 0.00707864 0.005056 0.00383508 0.00234586 0.00202264
internal_count=3910 3521 2878 2384 1409 643
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=7
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split_feature=50 133 0 47 49 4
split_gain=3.27576e-05 2.64746e-05 4.33178e-05 4.25682e-05 3.72783e-05 3.27629e-05
threshold=0.086465000000000014 0.090085000000000012 -0.017269999999999997 1.0000000180025095e-35 -0.053904999999999988 -0.06272999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00014280432203250755 -0.00034296798056825101 -0.00023870719447536463 0.00041562735058588889 -0.00022971298137069998 -2.9458645821423441e-05 0.0004044903508438418
leaf_weight=0.001410220768545438 0.0010051539735485638 0.0012051598222411475 0.0012008951113746617 0.001968154286087963 0.0010531983584660439 0.0018332146498679315
leaf_count=331 715 622 337 368 720 817
internal_value=0 3.09589e-05 7.44902e-05 9.09777e-06 0.00011849 0.00024615
internal_weight=0 0.00867084 0.00746568 0.00626479 0.00429663 0.00288641
internal_count=3910 3195 2573 2236 1868 1537
is_linear=0
shrinkage=0.00196078


Tree=8931
num_leaves=7
num_cat=0
split_feature=4 13 0 0 42 4
split_gain=9.10609e-06 1.5364e-05 2.00296e-05 2.45574e-05 7.44091e-05 3.37383e-05
threshold=0.24280000000000004 -0.13934999999999997 -0.017269999999999997 -0.10071499999999999 0.085195000000000007 0.0066400000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.011964388886362431 0.0063723331287109308 -0.0073732506224886436 0.012620162210767408 -0.024423203053708323 0.0093295681836767907 0.018096713661130467
leaf_weight=0.0011978608873650463 0.0017715492725818138 0.0010096487519211503 0.0011004545313884808 0.0014105157636006014 0.0012163951269828967 0.0010725567081722083
leaf_count=211 549 228 307 1277 1187 151
internal_value=0 -0.00165243 0.00047377 -0.00236467 -0.00879393 0.00574648
internal_weight=0 0.00700743 0.00580957 0.00470912 0.00262691 0.00208221
internal_count=3910 3361 3150 2843 2464 379
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=7
num_cat=0
split_feature=42 43 15 16 16 43
split_gain=1.05402e-05 1.83993e-05 1.45596e-05 4.79947e-05 3.6902e-05 2.60856e-05
threshold=0.092145000000000019 0.070805000000000021 -0.106555 -0.089864999999999987 -0.055679999999999993 -0.084699999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.0080115364890934859 -0.007959970285756391 0.013371188092025303 -0.019480167937159742 0.017308678787423658 0.007496666791430965 -0.014130293914131698
leaf_weight=0.0014890551107355904 0.001407143742042035 0.0011066481863769946 0.0013256586809143999 0.0011734630060574866 0.0010013576868117002 0.0012588198940335644
leaf_count=429 832 311 485 636 426 791
internal_value=0 0.0014865 -0.000618401 -0.00331847 0.00292123 -0.0045486
internal_weight=0 0.007355 0.00624835 0.0047593 0.00343364 0.00226018
internal_count=3910 3078 2767 2338 1853 1217
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=8
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split_feature=50 133 160 16 4 52 15
split_gain=2.37096e-05 3.0722e-05 3.37531e-05 3.36492e-05 4.70259e-05 3.27382e-05 2.45663e-05
threshold=0.082310000000000008 0.090085000000000012 0.087260000000000018 0.011450000000000002 0.05309500000000001 -0.08799499999999999 -0.10312999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 6 -7 -8
leaf_value=-0.00019482376645768454 -0.00028781217863209667 -0.00026336221642897745 -0.00023747571358303106 9.3290335094142345e-05 2.4625746693590082e-05 0.00058752688010770709 0.00044557984152258006
leaf_weight=0.0018732954028689202 0.001002879713758874 0.0011694041335535187 0.0010947335807521266 0.0010315462370643373 0.0010874640784431224 0.00102957954478525 0.0010453789231628634
leaf_count=1146 747 616 311 391 255 221 223
internal_value=0 3.1304e-05 7.94168e-05 0.000136595 3.18553e-05 0.000340173 0.00023095
internal_weight=0 0.0083314 0.007162 0.00606726 0.00400614 0.00206113 0.00213284
internal_count=3910 3163 2547 2236 1624 612 478
is_linear=0
shrinkage=0.00196078


Tree=8934
num_leaves=8
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split_feature=50 133 16 52 4 150 16
split_gain=2.28183e-05 3.53524e-05 4.50301e-05 7.86074e-05 4.11732e-05 3.83161e-05 3.19133e-05
threshold=0.084340000000000012 0.090085000000000012 -0.010344999999999998 -0.072349999999999984 -0.0031049999999999997 0.081245000000000026 -0.30307999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00039512597328239611 -0.00028513906831662114 -0.00028935030970219896 -2.2429835192678121e-05 0.00061718609206208878 -0.00032851569259953787 0.00035991219728968599 0.00013774698249700024
leaf_weight=0.0010290207765487089 0.0010272998719529124 0.0011900979460074358 0.001673283217361851 0.0013226624470983536 0.0011078244291235647 0.0010669291353121849 0.0011504944632680877
leaf_count=798 731 617 633 422 293 181 235
internal_value=0 2.41665e-05 7.49291e-05 0.00025995 -5.23745e-05 5.36923e-05 -9.09794e-05
internal_weight=0 0.00854031 0.00735021 0.00299595 0.00435427 0.00332525 0.00225832
internal_count=3910 3179 2562 1055 1507 709 528
is_linear=0
shrinkage=0.00196078


Tree=8935
num_leaves=8
num_cat=0
split_feature=1 42 0 4 0 4 16
split_gain=9.57147e-06 2.6292e-05 2.17345e-05 3.07789e-05 3.93146e-05 2.38309e-05 1.70696e-05
threshold=0.12864500000000004 0.092145000000000019 -0.077944999999999987 0.0057500000000000008 -0.15291499999999997 -0.34687499999999999 -0.087089999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 5 4 -6 -7 -8
leaf_value=-0.0026502661416037275 0.009025007975731884 -0.01495224447827965 -0.0010348765882031493 0.019517924221286634 -0.006033018998195935 0.020496718998518276 -0.02093823212504678
leaf_weight=0.0010276650753651207 0.0010287145708453372 0.0011846752122772752 0.0010259038279661079 0.0010507622597237462 0.0014106527866560681 0.0010302219541241204 0.0010139474644141487
leaf_count=453 331 727 239 154 330 506 1170
internal_value=0 -0.0012416 0.00123474 -0.00265502 0.00487451 0.00975353 -0.0117328
internal_weight=0 0.00774383 0.00655915 0.00450303 0.00246142 0.00205613 0.00204161
internal_count=3910 3579 2852 2107 484 745 1623
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=6
num_cat=0
split_feature=49 42 0 3 3
split_gain=9.10828e-06 2.89985e-05 2.5414e-05 4.47155e-05 1.88379e-05
threshold=-0.047894999999999993 -0.082904999999999993 -0.074514999999999984 0.084925000000000014 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=0.0061795701690359438 0.013504944613430984 -0.019912780267210283 0.013229585070759426 0.002723684130077785 -0.0048707600455770682
leaf_weight=0.0018585596609726959 0.0010603952941624552 0.001954152463662177 0.0010912310698103426 0.0015767872092663096 0.0012154007751813858
leaf_count=505 530 1733 451 234 457
internal_value=0 -0.00170786 -0.00447127 -0.00980417 0.00369223
internal_weight=0 0.00689797 0.00583757 0.00353094 0.00230663
internal_count=3910 3405 2875 1967 908
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 2 4
split_gain=2.47939e-05 2.64497e-05 5.44945e-05 2.70016e-05 6.33846e-05 5.01421e-05 5.7162e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 -0.010344999999999998 -0.072349999999999984 0.085255000000000011 0.17888000000000001
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=0.00031780842491667806 -0.00030045081329514804 -0.00024787415606925879 -0.00033387936117411582 9.5482560658658522e-06 0.00062000192351268962 -0.00049777583038991134 0.00015418170185284278
leaf_weight=0.0013751170963271363 0.0010112462832745179 0.0011762104917848156 0.0010921169160156043 0.0014162628544771092 0.0012149060347860588 0.0010137975834525112 0.0010552125544657958
leaf_count=526 731 617 300 524 396 574 242
internal_value=0 2.4648e-05 6.93704e-05 0.00014186 0.000291417 2.76048e-05 -0.000165272
internal_weight=0 0.00834362 0.00716741 0.0060753 0.00263117 0.00344413 0.00206901
internal_count=3910 3179 2562 2262 920 1342 816
is_linear=0
shrinkage=0.00196078


Tree=8938
num_leaves=8
num_cat=0
split_feature=50 133 160 13 2 0 0
split_gain=2.21371e-05 3.00417e-05 4.15059e-05 4.02879e-05 3.20676e-05 4.19347e-05 3.50832e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.043015000000000005 0.10705000000000002 -0.11287999999999999 -0.077944999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
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leaf_count=205 731 617 300 383 386 957 331
internal_value=0 2.69005e-05 7.45673e-05 0.000137668 5.47123e-05 0.000158758 1.06049e-05
internal_weight=0 0.00834086 0.00716519 0.00607846 0.00478598 0.00336984 0.00231005
internal_count=3910 3179 2562 2262 1879 1493 1288
is_linear=0
shrinkage=0.00196078


Tree=8939
num_leaves=7
num_cat=0
split_feature=51 150 48 1 4 3
split_gain=8.53352e-06 2.201e-05 2.48139e-05 4.86343e-05 3.85487e-05 5.07913e-05
threshold=0.08955500000000001 0.082085000000000019 0.084500000000000006 0.11198000000000001 -1.0000000180025095e-35 -0.046444999999999993
decision_type=2 2 2 2 2 2
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leaf_value=-0.0067830271739740189 -0.0081840630839347759 0.013921407879613844 -0.014680414859294867 0.019802626256508707 -0.017192785179847011 0.020903218719687637
leaf_weight=0.0018215783720971867 0.0011231201949439525 0.0011470824227964591 0.0011151292232285401 0.0011642249910696831 0.0013534244135454503 0.0010414533171965736
leaf_count=1640 487 422 377 344 483 157
internal_value=0 0.00115113 -0.00110395 0.00170973 -0.00328599 0.00328809
internal_weight=0 0.00764289 0.00649581 0.00538068 0.00421646 0.00286303
internal_count=3910 3423 3001 2624 2280 1797
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=6
num_cat=0
split_feature=48 42 16 1 16
split_gain=7.60732e-06 2.11533e-05 2.41967e-05 3.5753e-05 2.63028e-05
threshold=0.091555000000000011 0.086325000000000013 0.15737500000000001 0.092550000000000007 -0.089864999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0002620059171210751 0.0056642219268148051 -0.011344036652397126 -0.011371233868877702 -0.007668353267920887 0.020007589308884771
leaf_weight=0.0010618736693681053 0.0018449111720095076 0.0016750624997971253 0.0011320799258242482 0.0014215796524914446 0.0016121383165963077
leaf_count=369 483 1301 319 463 975
internal_value=0 -0.00156453 0.00156905 0.00514593 0.0119584
internal_weight=0 0.00690273 0.00522767 0.00409559 0.00267401
internal_count=3910 3427 2126 1807 1344
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=8
num_cat=0
split_feature=50 133 160 3 49 15 4
split_gain=3.32829e-05 4.05422e-05 5.25433e-05 3.70233e-05 3.65198e-05 3.16697e-05 1.53725e-05
threshold=0.086465000000000014 0.090085000000000012 0.087260000000000018 -0.10628499999999998 -0.006494999999999999 -0.064869999999999983 -0.060264999999999992
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
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leaf_weight=0.0014141738315887366 0.0010025772590750515 0.0011994280957705102 0.0011330380168397183 0.0011769676715507075 0.0016010531505635433 0.0011040662387923716 0.0010261587559827379
leaf_count=349 715 622 314 379 584 694 253
internal_value=0 3.52861e-05 8.91133e-05 0.000158797 7.82568e-05 0.000173248 0.000329856
internal_weight=0 0.00865489 0.00745546 0.00632242 0.00490825 0.00373128 0.00213022
internal_count=3910 3195 2573 2259 1910 1531 947
is_linear=0
shrinkage=0.00196078


Tree=8942
num_leaves=7
num_cat=0
split_feature=4 2 2 43 0 0
split_gain=8.39929e-06 3.98251e-05 2.82433e-05 4.03311e-05 2.94121e-05 3.88064e-05
threshold=0.15927500000000003 0.10796500000000002 0.106285 0.0033500000000000005 -0.053834999999999994 -0.084794999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
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leaf_value=-0.0050058860707382271 0.019818080865544655 -0.0069178615064572711 0.010856429883053225 -0.023183366381919899 -0.015532391842766349 0.017946101582807013
leaf_weight=0.0018791587218784176 0.0010212543690818947 0.0012259578949362626 0.0013771062212930545 0.0010097497775400149 0.0010283084649567926 0.0012116210109860317
leaf_count=1003 287 323 534 500 258 1005
internal_value=0 0.00523239 -0.00185892 -0.00527302 -0.000882494 0.00399156
internal_weight=0 0.00224721 0.00650594 0.00512884 0.00411909 0.00309078
internal_count=3910 610 3300 2766 2266 2008
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=7
num_cat=0
split_feature=49 2 13 12 12 16
split_gain=1.38786e-05 2.73069e-05 1.986e-05 2.97504e-05 2.63107e-05 2.6235e-05
threshold=0.10447000000000002 0.11260500000000001 -0.014114999999999997 0.090385000000000007 0.086865000000000012 -0.08755499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00043883191466750611 0.00020985630372339294 0.0002062804351389255 -0.00035110858613710298 -2.5202286077559669e-05 0.00023771159782510836 3.8179549573660114e-05
leaf_weight=0.0012322135188326505 0.0010395355527279956 0.0015324171369256257 0.0010374922120937153 0.001461465734642292 0.0012640514402587183 0.001856681374429523
leaf_count=1159 378 501 167 608 668 429
internal_value=0 -3.03381e-05 -8.32575e-05 -0.000214416 1.70614e-06 -0.000101371
internal_weight=0 0.00838432 0.0068519 0.00269368 0.00415823 0.00289417
internal_count=3910 3532 3031 1767 1264 596
is_linear=0
shrinkage=0.00196078


Tree=8944
num_leaves=7
num_cat=0
split_feature=51 150 48 1 4 3
split_gain=7.43374e-06 1.82119e-05 2.28956e-05 4.30389e-05 3.31432e-05 4.64829e-05
threshold=0.08955500000000001 0.082085000000000019 0.084500000000000006 0.11198000000000001 -1.0000000180025095e-35 -0.046444999999999993
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0065100072985725572 -0.0076240948661236612 0.012704896081403339 -0.014015477212840247 0.018763426225006857 -0.015906995127781317 0.020031832926716828
leaf_weight=0.0018173926475064048 0.0011253744921227212 0.0011456370755160367 0.0011143870371384873 0.0011627536657698246 0.0013466665743008875 0.0010359423654337197
leaf_count=1640 487 422 377 344 483 157
internal_value=0 0.00108267 -0.000973 0.00173724 -0.00297639 0.00312637
internal_weight=0 0.00762278 0.00647714 0.00536276 0.0042 0.00285334
internal_count=3910 3423 3001 2624 2280 1797
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=8
num_cat=0
split_feature=50 42 51 42 16 13 1
split_gain=3.85269e-05 3.17859e-05 3.28582e-05 3.11613e-05 5.03539e-05 7.25971e-05 3.30158e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.057604999999999996 -0.076679999999999984 0.091310000000000016
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=-0.00023562797713681178 -0.00036767664841844556 -0.00023024021211976722 0.00024117156415520417 -0.00015284155642854104 5.3540067728716623e-05 0.00074967923650424225 -0.00018435389011271439
leaf_weight=0.0014064164479714045 0.0010237406490787313 0.0010763654136651327 0.0014082848005349642 0.0011376531858135483 0.0010932442677185153 0.0012172183779322512 0.0013958491036257339
leaf_count=875 715 481 326 539 407 241 326
internal_value=0 3.43753e-05 8.6191e-05 0.000140667 0.000205952 0.000420286 2.93524e-05
internal_weight=0 0.00873503 0.00732862 0.00625225 0.0051146 0.00231046 0.00280413
internal_count=3910 3195 2320 1839 1300 648 652
is_linear=0
shrinkage=0.00196078


Tree=8946
num_leaves=8
num_cat=0
split_feature=131 13 49 48 0 52 2
split_gain=1.65067e-05 2.28314e-05 2.43955e-05 2.48874e-05 4.53205e-05 4.32331e-05 1.60914e-05
threshold=0.08103500000000001 -0.26418499999999995 0.079765000000000016 0.087945000000000009 -0.10071499999999999 0.086635000000000004 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00028912611664845127 -0.0002418408236857242 0.00037706731256616016 0.00026457084095405747 -0.000322849547012906 -0.00036732682370520898 0.00011570202968596842 4.9729451149657222e-05
leaf_weight=0.0010597853100781313 0.0010399478036811965 0.0010588298525061226 0.0010114545035507039 0.0011613226412672331 0.0017235661165204087 0.001214339993644247 0.0012698037125744883
leaf_count=160 634 111 669 314 1209 580 233
internal_value=0 1.98688e-05 -1.84889e-05 -6.30297e-05 -5.73692e-06 -0.000167674 0.00019857
internal_weight=0 0.0084991 0.00743932 0.00642786 0.00526654 0.00293791 0.00232863
internal_count=3910 3276 3116 2447 2133 1789 344
is_linear=0
shrinkage=0.00196078


Tree=8947
num_leaves=7
num_cat=0
split_feature=50 42 51 13 2 16
split_gain=2.04074e-05 2.36773e-05 3.9935e-05 3.31321e-05 6.78941e-05 4.72478e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.032264999999999995 0.097940000000000013 -0.092969999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.00021396772630165428 -0.0002690467786058173 -0.00028316370723764135 -0.00036736900826692641 1.0831193518387691e-05 0.00025306253477527823 0.00048503856595070619
leaf_weight=0.0013257682101915046 0.0010072434282302088 0.0010390697677051487 0.0012309581357420345 0.0014949968237520381 0.0015098905488939729 0.0017573738601247548
leaf_count=867 731 480 959 220 361 292
internal_value=0 2.639e-05 7.17036e-05 0.000133228 -2.5583e-05 0.000267063
internal_weight=0 0.00835806 0.00703229 0.00599322 0.00274085 0.00325237
internal_count=3910 3179 2312 1832 1320 512
is_linear=0
shrinkage=0.00196078


Tree=8948
num_leaves=8
num_cat=0
split_feature=50 4 48 52 13 52 15
split_gain=1.51269e-05 2.87592e-05 2.61546e-05 3.2787e-05 4.72165e-05 2.00268e-05 8.90379e-06
threshold=0.082310000000000008 0.28937500000000005 0.091555000000000011 -0.092084999999999986 -0.014114999999999997 0.086265000000000022 -0.093099999999999974
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00035857666022926247 -0.00023138242171697176 0.00033086512381804497 0.00024835560723101679 -0.00024305398249383192 0.00016974787452588141 0.00037703495148944886 -9.1662799629820885e-05
leaf_weight=0.0012200103191525079 0.0010009084034696301 0.001027565133292975 0.0011757152487114958 0.001882555682375131 0.0010012952990317407 0.0010149175774537928 0.0010024748313848498
leaf_count=560 747 396 324 1135 92 306 350
internal_value=0 2.37477e-05 -1.95008e-05 -7.09483e-05 6.47763e-07 0.000152628 3.89656e-05
internal_weight=0 0.00832453 0.00729697 0.00612125 0.00490124 0.00301869 0.00200377
internal_count=3910 3163 2767 2443 1883 748 442
is_linear=0
shrinkage=0.00196078


Tree=8949
num_leaves=7
num_cat=0
split_feature=49 2 13 1 3 52
split_gain=8.43319e-06 2.26999e-05 2.52708e-05 2.65303e-05 1.97085e-05 4.1605e-05
threshold=0.093945000000000015 0.11260500000000001 -0.086679999999999993 0.10593500000000002 -0.084129999999999996 -0.023079999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.015373276306929749 0.008350651729471751 0.010290173621006427 -0.0063894463250824445 -0.012775866117943886 -0.0053179775515548146 0.021099648889025574
leaf_weight=0.0014437128867551483 0.0010514122639088 0.0014077236217929796 0.0012061164971011672 0.0012654456671944954 0.0010797346388169301 0.0013310824262692941
leaf_count=624 527 480 901 320 325 733
internal_value=0 -0.00119464 -0.00375031 -0.000313416 0.00404678 0.00926796
internal_weight=0 0.00773382 0.00632609 0.00488238 0.00361693 0.00241082
internal_count=3910 3383 2903 2279 1959 1058
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=7
num_cat=0
split_feature=133 160 12 4 0 16
split_gain=8.2368e-06 3.68747e-05 2.02517e-05 4.26452e-05 3.54162e-05 8.08096e-05
threshold=-0.085714999999999986 -0.079684999999999992 0.085945000000000008 0.08734500000000002 -0.18901999999999997 -0.00083999999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6
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leaf_value=0.008302916032160608 -0.017344569101153284 -0.0063046142794523198 -0.013589524868245276 0.01204609865016662 0.030303315405788483 -0.0070907006141881501
leaf_weight=0.001041216141633116 0.0011923023882446475 0.001341359426202407 0.0018430747838498658 0.0010015224867743759 0.0013301910891645287 0.0010218591114313103
leaf_count=604 747 164 1270 181 623 321
internal_value=0 -0.0011714 0.00177802 -0.00456376 0.00666234 0.0140573
internal_weight=0 0.00773031 0.00653801 0.0028446 0.00369341 0.00235205
internal_count=3910 3306 2559 1451 1108 944
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=8
num_cat=0
split_feature=50 4 42 1 13 42 1
split_gain=3.0274e-05 3.42737e-05 2.26316e-05 3.66135e-05 4.24625e-05 5.11588e-05 3.54021e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 0.11215000000000001 -0.032264999999999995 0.084100000000000022 0.085410000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.00024832478510235489 -0.00032583779364290491 0.00036266093482040246 0.00017864163471771732 -0.00030351449091181864 0.00054174416535801616 -0.00041229411681089321 9.0638451941351945e-05
leaf_weight=0.001303251877497435 0.0010088029499584214 0.0010634612031816962 0.001212672331286043 0.0010160100371124931 0.0010887830304933152 0.0010517525657308085 0.0017342027528856499
leaf_count=826 731 396 202 213 155 1060 327
internal_value=0 3.34944e-05 -1.37678e-05 3.63167e-05 0.000104185 -9.5829e-05 0.000264623
internal_weight=0 0.00847013 0.00740667 0.00610342 0.00508741 0.00226442 0.00282299
internal_count=3910 3179 2783 1957 1744 1262 482
is_linear=0
shrinkage=0.00196078


Tree=8952
num_leaves=8
num_cat=0
split_feature=50 133 3 3 43 3 49
split_gain=4.0688e-05 3.0541e-05 4.13198e-05 3.97999e-05 4.56717e-05 3.62814e-05 5.43236e-05
threshold=0.086465000000000014 0.090085000000000012 -0.100615 -0.076734999999999984 -0.074254999999999988 0.084925000000000014 -0.014479999999999998
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=0.00035340177799705701 -0.00037924536138681924 -0.00025030554306264768 -0.00034470308959469849 0.00045225170076289945 -0.00033512742434123262 -0.00022080687109024216 0.00032899519296941709
leaf_weight=0.001698761681492353 0.0010023538585320199 0.0012193658600442459 0.0010257777188416237 0.0010064731417762829 0.0010142890319092832 0.0011951690236893788 0.0016376863510926616
leaf_count=417 715 622 1077 300 361 173 245
internal_value=0 3.77032e-05 8.40454e-05 6.21897e-06 8.03839e-05 -1.69026e-05 9.70362e-05
internal_weight=0 0.00879752 0.00757816 0.0058794 0.00485362 0.00384714 0.00283286
internal_count=3910 3195 2573 2156 1079 779 418
is_linear=0
shrinkage=0.00196078


Tree=8953
num_leaves=7
num_cat=0
split_feature=50 3 15 2 15 3
split_gain=4.14431e-05 3.78641e-05 3.93101e-05 5.25131e-05 4.37633e-05 6.64542e-05
threshold=0.086465000000000014 -0.10628499999999998 -0.106555 0.106035 -0.038029999999999987 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00028279507300721791 -0.00037997113500160733 0.00026726406201250133 -0.00024200850721344607 -0.00044062513979488247 -0.00021050061377832623 0.00041758351644063886
leaf_weight=0.0018354981914128089 0.0010505630258090528 0.0013567645960899039 0.0017373056115249658 0.001359196668419888 0.0011044527042922618 0.0015659331059331484
leaf_count=437 715 504 537 423 1045 249
internal_value=0 3.16732e-05 -3.30315e-05 -0.000103681 2.2169e-07 0.000157812
internal_weight=0 0.00895915 0.00712365 0.00576689 0.00440769 0.00267039
internal_count=3910 3195 2758 2254 1831 1294
is_linear=0
shrinkage=0.00196078


Tree=8954
num_leaves=7
num_cat=0
split_feature=0 2 3 16 151 4
split_gain=8.05984e-06 2.276e-05 3.07005e-05 2.89159e-05 2.80046e-05 5.12805e-05
threshold=-0.017269999999999997 0.081615000000000007 -0.074234999999999982 -0.0083999999999999995 -0.0088999999999999982 0.15927500000000003
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=0.0021447316641055674 0.0058719773278989792 -0.015423676647495868 -0.022028694239134977 0.015096491825602945 -0.0086108413942336398 0.020618742462986419
leaf_weight=0.0010207458751944078 0.001819058906893759 0.0011359930134245931 0.0010825704368207915 0.0012740973034596464 0.0014430834481400016 0.0010276358332229111
leaf_count=589 446 329 301 749 1248 248
internal_value=0 -0.00160117 -0.0102973 0.00214628 -0.00242847 0.0035465
internal_weight=0 0.00698413 0.00210332 0.00488081 0.00360671 0.00247072
internal_count=3910 3464 890 2574 1825 1496
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=8
num_cat=0
split_feature=50 16 160 52 2 16 43
split_gain=2.75024e-05 3.74633e-05 6.32637e-05 5.35315e-05 4.58772e-05 3.8917e-05 2.61932e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.054789999999999998 0.084240000000000023 0.085005000000000011 -0.23935499999999996 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00035694899420902337 -0.00031451412603611525 0.00055658104926025007 0.00018980646361359087 -0.00045029976518762017 8.1326929499625326e-05 -0.00041332335801256642 -0.00018849540285707534
leaf_weight=0.0011291815013617238 0.0010153801557649953 0.0011441725595940579 0.0014802293965564682 0.0011911685792037668 0.001517322485093123 0.0010243320806657343 0.0013413012869910824
leaf_count=275 715 480 448 871 293 359 469
internal_value=0 2.62411e-05 0.000167676 -8.91204e-05 2.80805e-05 -0.000118026 9.96905e-06
internal_weight=0 0.00882771 0.0039657 0.004862 0.00367084 0.00254165 0.00282153
internal_count=3910 3195 1397 1798 927 652 917
is_linear=0
shrinkage=0.00196078


Tree=8956
num_leaves=8
num_cat=0
split_feature=50 133 160 13 2 0 0
split_gain=1.90166e-05 2.66901e-05 4.19072e-05 3.15631e-05 3.62573e-05 3.78857e-05 3.71484e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.043015000000000005 0.10705000000000002 -0.11287999999999999 -0.070894999999999986
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
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leaf_weight=0.0010802365245739585 0.0010041077652361468 0.0011753600966673316 0.0011025419782858831 0.0012945190408394942 0.0014005458926683086 0.0013298067236108338 0.0010031534820907225
leaf_count=204 731 617 314 382 384 1031 247
internal_value=0 2.62993e-05 7.09591e-05 0.000134466 6.13734e-05 0.00017038 2.98104e-05
internal_weight=0 0.00838616 0.0072108 0.00610826 0.00481374 0.0034132 0.00233296
internal_count=3910 3179 2562 2248 1866 1482 1278
is_linear=0
shrinkage=0.00196078


Tree=8957
num_leaves=7
num_cat=0
split_feature=15 151 12 43 42 1
split_gain=8.80888e-06 2.49097e-05 2.76588e-05 4.32809e-05 3.13338e-05 3.0142e-05
threshold=-0.11739999999999999 -0.076429999999999984 0.088325000000000015 -1.0000000180025095e-35 0.084685000000000024 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5
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leaf_value=-0.0070928371302607434 0.016023755342694439 -0.023356866755183697 -0.0033236171740128155 0.01387852926383963 0.018594896443331808 -0.00809091116699601
leaf_weight=0.0014820601934197762 0.0010004113938703336 0.0010807884066733114 0.0013968688323755796 0.0010186601777978077 0.0012234669153202429 0.0016139629297128851
leaf_count=614 487 818 688 225 802 276
internal_value=0 0.00135983 -0.000956333 -0.00650743 0.00691041 0.000409886
internal_weight=0 0.00733416 0.00633375 0.00371341 0.00262034 0.00263262
internal_count=3910 3296 2809 1319 1490 501
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=6
num_cat=0
split_feature=1 4 150 52 47
split_gain=7.62517e-06 2.82169e-05 2.29459e-05 2.63845e-05 2.49304e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 -0.014099999999999998 0.09550500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0046422800434965453 0.010972899261593965 -0.013038463770407899 0.01444438684212556 -0.014436357637608185 0.0050654736161127633
leaf_weight=0.0019435323433541526 0.0012175775105539195 0.0016853391132174748 0.0012129045876778611 0.0016561670283165297 0.0010849163641413282
leaf_count=630 491 1579 348 674 188
internal_value=0 -0.0035691 0.00241061 -0.00127645 -0.00671756
internal_weight=0 0.00362887 0.00517157 0.00395866 0.00274108
internal_count=3910 2209 1701 1353 862
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=7
num_cat=0
split_feature=50 133 160 51 16 0
split_gain=1.51911e-05 2.56256e-05 3.86283e-05 2.8991e-05 6.30209e-05 2.60905e-05
threshold=0.083475000000000008 0.090085000000000012 0.087260000000000018 -0.07742499999999998 0.022165000000000004 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00012706176479575912 -0.00023466354660555972 -0.00024923917257733855 -0.00027317374940062183 0.00022970345119823014 0.00060974233509232848 -0.00010328519870142387
leaf_weight=0.0013552255840836641 0.0010008387487270955 0.0011616400517727582 0.0011019451525818603 0.0019320014251489751 0.0010985176715748554 0.0017012677560197943
leaf_count=476 735 617 312 368 320 1082
internal_value=0 2.09731e-05 6.46359e-05 0.00012579 0.000198209 7.37825e-05
internal_weight=0 0.0083506 0.00718896 0.00608701 0.00473179 0.00363327
internal_count=3910 3175 2558 2246 1770 1450
is_linear=0
shrinkage=0.00196078


Tree=8960
num_leaves=6
num_cat=0
split_feature=42 43 2 49 0
split_gain=7.36075e-06 1.75086e-05 1.696e-05 2.07828e-05 2.72194e-05
threshold=0.092145000000000019 0.070805000000000021 0.10796500000000002 -0.00064499999999999985 -0.083424999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0074503396106655947 -0.0066638685564796218 0.012795960157001841 -0.009172241140700409 0.015441735254629435 -0.0035276329158471127
leaf_weight=0.0014521616166890674 0.0014142158756151367 0.0011087289596382593 0.0017570616291412659 0.0017141137123188657 0.0013539250023012477
leaf_count=548 832 311 495 928 796
internal_value=0 0.00121104 -0.000835165 0.00240557 0.00707056
internal_weight=0 0.00738599 0.00627726 0.0045202 0.00306804
internal_count=3910 3078 2767 2272 1724
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=7
num_cat=0
split_feature=50 133 13 47 49 4
split_gain=1.81803e-05 2.83582e-05 3.43584e-05 2.45425e-05 4.43855e-05 3.31034e-05
threshold=0.084340000000000012 0.090085000000000012 0.043015000000000005 0.077065000000000008 -0.053904999999999988 -0.06272999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00023276865425869687 -0.00025227754406059478 -0.00025882227622291967 0.00034136023170272322 -0.00019990529173036844 -1.6114109765828695e-05 0.00039584879229894197
leaf_weight=0.001224461983198174 0.0010202076930641629 0.0011696158747327894 0.0014408462921800952 0.0016433892780518718 0.001368448400025236 0.0016591481674776932
leaf_count=309 731 617 429 333 739 752
internal_value=0 2.47248e-05 6.99303e-05 3.59292e-06 8.22435e-05 0.000209645
internal_weight=0 0.00850591 0.00733629 0.00589545 0.00425206 0.0030276
internal_count=3910 3179 2562 2133 1800 1491
is_linear=0
shrinkage=0.00196078


Tree=8962
num_leaves=8
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split_feature=50 133 160 16 0 4 51
split_gain=3.02534e-05 3.91528e-05 4.48522e-05 3.64517e-05 3.96006e-05 6.45444e-05 3.65941e-05
threshold=0.086465000000000014 0.090085000000000012 0.087260000000000018 0.011450000000000002 -0.13870499999999999 0.05309500000000001 -0.07742499999999998
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=0.00026526240225766055 -0.00032699187953398378 -0.00029696349339222174 -0.00027300250427649724 8.4324301416902899e-05 -0.0004345995763254453 0.00020416405605624656 0.00059727956605078517
leaf_weight=0.0017687810798362302 0.0010135822904662794 0.0012059312934935172 0.0011477760933596842 0.0010092936201217964 0.0012359775741853673 0.0011973858778340936 0.0011371284668126695
leaf_count=315 715 622 314 289 1020 310 325
internal_value=0 3.09491e-05 8.37001e-05 0.000148189 4.20021e-05 -0.000120283 0.000356077
internal_weight=0 0.00870227 0.00749634 0.00634857 0.00420214 0.00243336 0.00214642
internal_count=3910 3195 2573 2259 1645 1330 614
is_linear=0
shrinkage=0.00196078


Tree=8963
num_leaves=8
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split_feature=50 133 160 13 2 0 0
split_gain=1.9174e-05 3.58815e-05 3.63897e-05 3.61407e-05 2.81281e-05 2.98143e-05 3.6761e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.043015000000000005 0.10705000000000002 -0.11287999999999999 -0.070894999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00042134266152815165 -0.00025989354001526625 -0.00029168060962656738 -0.00024796382998573739 0.000423387504233366 -0.00017415370183108866 -0.00018317705285113482 0.00031139441991142892
leaf_weight=0.0010917599358217811 0.0010111505438663284 0.0011791950474144284 0.0011223750326395275 0.0013212430239413321 0.0014233345070169025 0.001344247646686632 0.001013430815193925
leaf_count=204 731 617 314 382 384 1031 247
internal_value=0 2.5732e-05 7.68899e-05 0.000135754 5.77633e-05 0.000153459 2.94109e-05
internal_weight=0 0.00849559 0.00731639 0.00619402 0.00487277 0.00344944 0.00235768
internal_count=3910 3179 2562 2248 1866 1482 1278
is_linear=0
shrinkage=0.00196078


Tree=8964
num_leaves=8
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split_feature=1 47 4 12 160 1 16
split_gain=1.94123e-05 2.65282e-05 2.67382e-05 3.98603e-05 2.83883e-05 6.10328e-05 3.72704e-05
threshold=0.12864500000000004 0.09252500000000001 0.0057500000000000008 0.083835000000000007 -0.026849999999999995 0.086560000000000012 -0.080364999999999978
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00020892517069153241 0.00023796159411219235 -0.00029192391325755392 0.00040141296477872232 -0.00010490563139603162 0.00029812007510003169 -0.00055849864699297768 -0.0001894113963680466
leaf_weight=0.0010269625919969291 0.0011044966644760358 0.0013355795466727235 0.001344741564456184 0.0010762244401592543 0.0010011497578138249 0.0010486170791848492 0.0015153761757629699
leaf_count=671 331 343 298 384 569 640 674
internal_value=0 -3.86473e-05 9.58712e-06 0.000176332 -7.83213e-05 -0.000161064 4.5433e-06
internal_weight=0 0.00834865 0.00701307 0.00242097 0.00459211 0.00356514 0.00251653
internal_count=3910 3579 3236 682 2554 1883 1243
is_linear=0
shrinkage=0.00196078


Tree=8965
num_leaves=7
num_cat=0
split_feature=1 12 52 0 15 150
split_gain=8.08799e-06 2.21518e-05 2.71268e-05 3.82114e-05 2.60626e-05 6.03238e-05
threshold=0.12864500000000004 0.10129000000000001 -0.092084999999999986 -0.061994999999999995 -0.0089749999999999986 0.081245000000000026
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014196120659025322 0.0082550606059732558 -0.014980085147619455 -0.016614932076754119 0.020141238591043577 0.009242589931969419 0.013584856331343369
leaf_weight=0.0010143625425719019 0.0010321649656549773 0.0010103543951828966 0.001918777272831719 0.0011176910843396599 0.0017420174768144046 0.0010093662770344057
leaf_count=623 331 438 721 204 1272 321
internal_value=0 -0.00116364 0.000888558 0.00353226 -0.000442705 -0.0062047
internal_weight=0 0.00781257 0.00680221 0.00578785 0.00467016 0.00292814
internal_count=3910 3579 3141 2518 2314 1042
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=7
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split_feature=1 0 12 12 3 2
split_gain=9.03347e-06 2.27781e-05 4.07093e-05 2.05516e-05 3.29636e-05 1.29823e-05
threshold=0.085990000000000011 -0.087614999999999985 0.089745000000000005 0.051320000000000005 0.076695000000000013 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.015779506738345064 0.02209020418795668 -0.013358689524787352 0.012329799560037885 -0.0063462161423659324 0.007641721628375688 -0.0069335106007438821
leaf_weight=0.0011152851316392691 0.0010255908256994965 0.0010750420541281414 0.0014475821214409263 0.0017126722128025474 0.0012903198647510523 0.0011609557490530231
leaf_count=747 413 784 678 865 198 225
internal_value=0 -0.00387899 0.00138239 0.00262013 0.00703688 0.000738704
internal_weight=0 0.00363791 0.00252262 0.00518954 0.00347687 0.00245128
internal_count=3910 2209 1462 1701 836 423
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=8
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split_feature=50 4 48 42 160 16 2
split_gain=2.73184e-05 3.6069e-05 3.47095e-05 3.09201e-05 5.40449e-05 4.40692e-05 4.14331e-05
threshold=0.086465000000000014 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.025614999999999995 -0.09601999999999998 0.085255000000000011
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=0.00040833615496049032 -0.00030847458754984535 0.00036711365769085031 0.00028236865380902137 -0.00029249753190355269 0.00022436869656984983 4.2259067983771888e-05 -0.00046412316924066081
leaf_weight=0.0010206169766742617 0.0010255061198339481 0.0010698216512174822 0.0012474708124886585 0.0018079518543012672 0.0011051823380682974 0.0010952938499491757 0.0014352958333412288
leaf_count=254 715 396 327 1089 204 315 610
internal_value=0 2.97241e-05 -1.70802e-05 -7.48671e-05 9.63304e-06 -0.000102289 -0.00024495
internal_weight=0 0.00878163 0.00771181 0.00646434 0.00465639 0.00363577 0.00253059
internal_count=3910 3195 2799 2472 1383 1129 925
is_linear=0
shrinkage=0.00196078


Tree=8968
num_leaves=6
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split_feature=4 1 160 2 13
split_gain=9.31463e-06 1.45535e-05 1.99003e-05 2.88121e-05 2.24846e-05
threshold=0.24280000000000004 0.11215000000000001 0.084835000000000008 0.084235000000000018 -0.028919999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0094222060779292158 0.0064294221105280734 -0.011013244241384472 0.011868232980636989 -0.017859683571840122 -0.00062654269520729907
leaf_weight=0.0013893207156161001 0.0017705067404751038 0.0013516083888976543 0.0012172241560520439 0.0013106512895037321 0.0017926274633243166
leaf_count=809 549 290 391 1001 870
internal_value=0 -0.00168235 0.000526424 -0.00254652 -0.00790486
internal_weight=0 0.00706143 0.00570982 0.0044926 0.00310328
internal_count=3910 3361 3071 2680 1871
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=7
num_cat=0
split_feature=13 47 42 160 160 16
split_gain=8.77177e-06 1.77163e-05 3.06614e-05 3.41174e-05 3.84343e-05 6.12218e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0082041255754547026 -0.014686319359336827 -0.013347431766661453 -0.0097830759890741737 0.028527002789909585 -0.0085581872896955107 0.00048751063116889257
leaf_weight=0.0011233139485132496 0.001090317021126907 0.0010468851685355241 0.0014105692922632843 0.0014761926114957729 0.0010276052962385086 0.0016480252858379963
leaf_count=210 1013 219 921 458 294 795
internal_value=0 -0.0012553 0.000647539 0.00365322 0.00821816 0.0137362
internal_weight=0 0.00769959 0.00665271 0.00556239 0.00415182 0.00312422
internal_count=3910 3700 3481 2468 1547 1253
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 1
split_gain=2.19334e-05 2.99492e-05 4.70681e-05 7.51411e-05 5.02078e-05 3.22414e-05
threshold=0.084340000000000012 0.090085000000000012 -0.010344999999999998 -0.072349999999999984 -0.0031049999999999997 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00043660366736520279 -0.00027729309449612058 -0.00026265787971164529 -1.8177740016769745e-05 0.00060877456490153166 0.00029535822889157969 -9.8606888857520055e-05
leaf_weight=0.0010230405174672243 0.0010244469440816072 0.0011857024411375443 0.0016360052297203533 0.0013344739900409148 0.0013381700506969736 0.0019809134485971325
leaf_count=798 731 617 633 422 294 415
internal_value=0 2.6413e-05 7.32844e-05 0.000263478 -5.68283e-05 6.02298e-05
internal_weight=0 0.00849831 0.0073126 0.00297048 0.00434212 0.00331908
internal_count=3910 3179 2562 1055 1507 709
is_linear=0
shrinkage=0.00196078


Tree=8971
num_leaves=8
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split_feature=50 133 160 16 52 0 4
split_gain=2.43968e-05 3.208e-05 4.25716e-05 3.30059e-05 4.8125e-05 3.72713e-05 5.77976e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.011450000000000002 -0.08799499999999999 -0.13870499999999999 0.05309500000000001
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=0.00025292721531509758 -0.00029302395031832805 -0.000272617344146793 -0.00027616984672155349 4.4211088487366544e-05 0.00063507598398325179 -0.00043251852012510673 0.00018346580512930649
leaf_weight=0.0017469223328956136 0.0010242035892321132 0.0011809687248725805 0.0011204406907213971 0.0010671980161364512 0.0010527913967640023 0.0011749454184069937 0.0011676321646642055
leaf_count=312 731 617 314 391 222 1013 310
internal_value=0 2.7292e-05 7.56121e-05 0.000139088 0.000337636 3.61607e-05 -0.000125488
internal_weight=0 0.0085109 0.00732993 0.00620949 0.00211999 0.0040895 0.00234258
internal_count=3910 3179 2562 2248 613 1635 1323
is_linear=0
shrinkage=0.00196078


Tree=8972
num_leaves=7
num_cat=0
split_feature=1 42 151 52 0 4
split_gain=9.54741e-06 2.23094e-05 1.81737e-05 2.82872e-05 3.38253e-05 3.71291e-05
threshold=0.12864500000000004 0.092395000000000019 -0.044604999999999992 0.086950000000000013 -0.17106499999999999 -0.0021099999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_count=527 331 715 110 718 1076 433
internal_value=0 -0.00125241 0.000993414 0.00329626 0.00767708 0.00200797
internal_weight=0 0.00779609 0.0066279 0.00555378 0.00403384 0.00291616
internal_count=3910 3579 2864 2337 1619 1509
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=7
num_cat=0
split_feature=50 160 49 133 43 0
split_gain=2.16828e-05 3.35026e-05 3.86437e-05 2.40342e-05 5.38846e-05 3.43605e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081629999999999994 0.086895000000000014 -0.074254999999999988 -0.13870499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00028067826125877202 -0.00027621467959580817 0.00030335594711607242 0.00026523550955299708 -0.00036509803334628142 3.3796940237543774e-05 -0.00037006519039778693
leaf_weight=0.0015966847584883929 0.0010327449221466589 0.0010967677692529081 0.0015273625247419222 0.0010586408611316656 0.0015213518020302642 0.0017320592012093508
leaf_count=802 731 215 430 532 210 990
internal_value=0 2.46003e-05 -3.4348e-05 -9.7776e-05 -3.8581e-05 -0.000181212
internal_weight=0 0.00853287 0.00693618 0.00583941 0.00478077 0.00325341
internal_count=3910 3179 2377 2162 1630 1200
is_linear=0
shrinkage=0.00196078


Tree=8974
num_leaves=6
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split_feature=47 159 42 151 2
split_gain=7.9684e-06 1.8828e-05 2.62552e-05 4.22177e-05 3.63585e-05
threshold=0.09550500000000002 0.078065000000000009 0.083815000000000014 -0.0074049999999999993 0.099015000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_value=0.009249443004757581 0.0060989941032299835 0.010904057446808651 0.0064215848374602775 -0.023091310193533804 -0.0016078849784656023
leaf_weight=0.0010717234168939691 0.0016992110954091883 0.0010414014038737859 0.0018172022951883273 0.0017986013486484091 0.0014016981966981298
leaf_count=240 389 617 1395 861 408
internal_value=0 -0.00152135 -0.00364639 -0.00792903 -0.0136818
internal_weight=0 0.00713063 0.00608923 0.00427202 0.0032003
internal_count=3910 3521 2904 1509 1269
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=7
num_cat=0
split_feature=50 160 49 42 4 1
split_gain=2.2545e-05 3.04938e-05 3.13846e-05 3.14731e-05 3.4125e-05 3.61308e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081629999999999994 0.084100000000000022 0.0057500000000000008 0.10647000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00027208561787328718 -0.00028036474607770858 0.00027548305029005227 -0.00017762780757880832 -0.00031031880940659738 0.00042765927235064008 -8.5627272532763743e-05
leaf_weight=0.001579629107495489 0.0010339471613329985 0.0010900365969937114 0.0019983123111757999 0.0017130473248122401 0.0010920957608580345 0.0010194086504602923
leaf_count=802 731 215 894 854 225 189
internal_value=0 2.62925e-05 -2.98723e-05 -8.70347e-05 6.0343e-06 0.000179851
internal_weight=0 0.00849253 0.0069129 0.00582286 0.00410982 0.0021115
internal_count=3910 3179 2377 2162 1308 414
is_linear=0
shrinkage=0.00196078


Tree=8976
num_leaves=8
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split_feature=50 4 48 133 49 43 3
split_gain=2.02349e-05 3.66555e-05 2.43542e-05 3.29739e-05 3.88179e-05 5.79369e-05 9.30141e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 0.087330000000000019 -0.006494999999999999 -0.074254999999999988 -1.0000000180025095e-35
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=-0.00029705493308974674 -0.00027340829488705655 0.0003578673900901879 0.0002253994195047453 -0.00038320591599681655 0.0003990986954441296 -0.00050756104121385819 0.0002666063368547609
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leaf_count=308 731 396 325 630 445 930 145
internal_value=0 1.92719e-05 -2.91081e-05 -7.79827e-05 -1.22088e-05 8.86408e-05 -9.83586e-05
internal_weight=0 0.00860303 0.00752747 0.0063148 0.00519525 0.00383683 0.00239452
internal_count=3910 3179 2783 2458 1828 1520 1075
is_linear=0
shrinkage=0.00196078


Tree=8977
num_leaves=7
num_cat=0
split_feature=13 48 1 2 4 0
split_gain=7.82298e-06 2.04814e-05 2.94122e-05 3.36584e-05 2.31618e-05 4.31168e-05
threshold=-0.23438999999999996 0.10911000000000001 0.11198000000000001 0.097575000000000009 0.0057500000000000008 -0.089879999999999974
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0077238785017856269 -0.018430609404600045 -0.014540955144924978 0.014091027776205387 -0.015457398274149371 0.014781346970057785 0.0070553911896673888
leaf_weight=0.00112532661545728 0.0010564142324727464 0.0010015812505061615 0.0013323566409745996 0.0014614216365917932 0.0010809432483770785 0.0017861693238972081
leaf_count=210 431 199 394 726 279 1671
internal_value=0 -0.00120094 0.000788123 -0.00250331 0.00232178 -0.00241619
internal_weight=0 0.00771889 0.00671731 0.00538495 0.00392353 0.00284258
internal_count=3910 3700 3501 3107 2381 2102
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=6
num_cat=0
split_feature=48 42 43 2 4
split_gain=7.44131e-06 2.29208e-05 2.38171e-05 4.61805e-05 4.53742e-05
threshold=0.091555000000000011 0.086325000000000013 0.0016850000000000001 0.084235000000000018 -0.00027999999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010913731120153477 0.0055564066799055848 -0.011699741222241948 0.013902189509990471 -0.024637961083134985 0.0028094244168581049
leaf_weight=0.0016438427974899816 0.0018620012128065687 0.001688947622755739 0.0012251774240357787 0.0011968717196431547 0.0012123956161707997
leaf_count=497 483 1301 348 920 361
internal_value=0 -0.00156009 0.0016844 -0.0020088 -0.0108258
internal_weight=0 0.00696724 0.00527829 0.00405311 0.00240927
internal_count=3910 3427 2126 1778 1281
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=7
num_cat=0
split_feature=50 4 151 2 12 43
split_gain=1.80873e-05 2.71797e-05 2.15602e-05 2.99091e-05 4.05612e-05 4.21635e-05
threshold=0.083475000000000008 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00021234602740051122 -0.00025322898891910642 0.00032536748870554756 -0.00043715506286501262 -0.00030739292236139459 0.00027980828374995229 5.1235312324488225e-05
leaf_weight=0.0013030034417101334 0.0010003069274977265 0.001021581840303553 0.0010361978231491547 0.0014836021594097923 0.001477670074021914 0.0019748910074998361
leaf_count=453 735 396 887 437 611 391
internal_value=0 2.58767e-05 -1.61768e-05 -6.60341e-05 1.37386e-05 -0.000116833
internal_weight=0 0.00829695 0.00727536 0.00597236 0.00448876 0.00301109
internal_count=3910 3175 2779 2326 1889 1278
is_linear=0
shrinkage=0.00196078


Tree=8980
num_leaves=8
num_cat=0
split_feature=50 160 49 15 2 52 16
split_gain=2.21474e-05 3.48419e-05 3.67855e-05 2.92266e-05 5.34716e-05 4.82077e-05 1.68247e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081629999999999994 -0.10981499999999998 0.10113500000000002 -0.031409999999999993 -0.057604999999999996
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=0.00028749240255426605 -0.00027960914459686405 0.00030030928963078302 -0.00039015305904894143 -0.00020581501239080161 -0.00035235924522336029 0.00011744492461302529 0.00046399587458624341
leaf_weight=0.0015903001953003282 0.0010228941695345226 0.0010685329973510963 0.0010588304928414389 0.0012397513946938487 0.0014033831647855223 0.0011546510272854027 0.0010095090015383446
leaf_count=802 731 215 382 399 470 699 212
internal_value=0 2.57298e-05 -3.42993e-05 -9.52493e-05 -3.02953e-05 0.000102487 0.000279099
internal_weight=0 0.00852496 0.00693466 0.00586613 0.00480729 0.00340391 0.00216416
internal_count=3910 3179 2377 2162 1780 1310 911
is_linear=0
shrinkage=0.00196078


Tree=8981
num_leaves=7
num_cat=0
split_feature=43 3 4 48 13 1
split_gain=7.78286e-06 3.51248e-05 1.8782e-05 3.21323e-05 3.3156e-05 2.8224e-05
threshold=-0.049504999999999987 -0.076734999999999984 -0.34687499999999999 0.087945000000000009 -0.0041499999999999983 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0043099577999524677 -0.01466749595095089 0.017778741344729249 -0.0085030392443059249 -0.013520323651269709 0.021653006653439572 -0.00039129965411073943
leaf_weight=0.0019115678013809975 0.0010025342249419048 0.0011548060179773006 0.0011737806965426032 0.0012316386829251966 0.0013344959353439989 0.0010283605796828478
leaf_count=1237 224 587 1137 268 262 195
internal_value=0 0.00400872 -0.0022257 0.000390203 0.00523456 0.0120589
internal_weight=0 0.00306637 0.00577081 0.00476828 0.00353664 0.00236286
internal_count=3910 1824 2086 1862 1594 457
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=7
num_cat=0
split_feature=2 13 13 52 2 3
split_gain=9.41244e-06 3.30025e-05 2.75174e-05 2.28478e-05 2.62431e-05 1.21394e-05
threshold=0.099015000000000006 -0.014114999999999997 -0.089899999999999994 -0.0066199999999999991 0.084925000000000014 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -4
right_child=2 3 5 4 -6 -7
leaf_value=-0.013137011496953893 0.015502611522149571 -0.0069056405314238539 0.0048202358819324108 -0.0013279781593825814 0.021408397313651212 -0.0099609744012343626
leaf_weight=0.0019320926888919186 0.0013006928676083211 0.001334110453117677 0.0010767391168097972 0.0010243758371830823 0.0010064182594618301 0.0011480120738497079
leaf_count=1716 254 352 720 346 350 172
internal_value=0 -0.00272029 0.00394814 0.00326088 0.00993968 -0.00280714
internal_weight=0 0.005297 0.00352544 0.0033649 0.00203079 0.00222475
internal_count=3910 2764 1146 1048 696 892
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 4 15
split_gain=1.52256e-05 2.63591e-05 3.85523e-05 3.28245e-05 4.25551e-05 3.97347e-05 2.636e-05
threshold=0.082310000000000008 0.090085000000000012 0.087260000000000018 0.011450000000000002 -0.08799499999999999 0.05309500000000001 -0.10312999999999999
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=-0.00018422545387563645 -0.00023180271073750303 -0.00024934174180145439 -0.00027115913589137669 4.8987402093620847e-05 0.00061345080038461869 -7.7296914556604798e-06 0.00043083043246314775
leaf_weight=0.0018443452902400966 0.0010023061928948274 0.0011641229446024909 0.0010849528997068977 0.0010258874463776094 0.0010281117918108846 0.0010620108839259727 0.0010458008266950149
leaf_count=1146 747 616 311 391 221 255 223
internal_value=0 2.41145e-05 6.90069e-05 0.000130454 0.000331525 2.59551e-05 0.000209864
internal_weight=0 0.00825523 0.00709111 0.00600616 0.002054 0.00395216 0.00210781
internal_count=3910 3163 2547 2236 612 1624 478
is_linear=0
shrinkage=0.00196078


Tree=8984
num_leaves=7
num_cat=0
split_feature=48 2 4 42 1 0
split_gain=8.1233e-06 2.21826e-05 2.87911e-05 3.04581e-05 5.93341e-05 1.01756e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.086325000000000013 0.092550000000000007 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.016030005313266232 0.0058147719437133087 0.011335193203607643 0.0081513315543062289 -0.014537648974436211 -0.012771000482204807 0.022200659088436776
leaf_weight=0.0014997269849149585 0.0018618413032147124 0.0011103392020848282 0.0010346389964784007 0.0010779124451066667 0.0012061328090111579 0.0010274764801152599
leaf_count=674 483 484 188 987 302 792
internal_value=0 -0.00162217 -0.00408323 3.92312e-05 0.00484688 0.0151516
internal_weight=0 0.00695623 0.00584589 0.00434616 0.00326825 0.00206212
internal_count=3910 3427 2943 2269 1282 980
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=8
num_cat=0
split_feature=50 4 151 2 13 3 15
split_gain=3.57796e-05 3.50251e-05 3.11324e-05 2.9074e-05 5.32345e-05 5.07648e-05 4.62482e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 0.106035 -0.070604999999999987 -0.08323499999999999 -0.033649999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00025233879916600611 -0.00035992016657248487 0.00036037791293250953 0.00030108239687368646 -0.00030695172019417716 -0.00048084478966437048 -0.00024182647196484269 0.00033677942239811637
leaf_weight=0.0013582103875810492 0.0010131881723947798 0.0010773175678601291 0.0015414603888178006 0.0015626542613813264 0.0011131242853988977 0.0011063614416058358 0.0010214849449251655
leaf_count=454 715 396 843 439 558 255 250
internal_value=0 2.92286e-05 -1.70831e-05 -7.47547e-05 1.11537e-06 -0.000141554 3.59366e-05
internal_weight=0 0.00878061 0.0077033 0.00634509 0.00478243 0.00324097 0.00212785
internal_count=3910 3195 2799 2345 1906 1063 505
is_linear=0
shrinkage=0.00196078


Tree=8986
num_leaves=7
num_cat=0
split_feature=0 42 3 43 4 1
split_gain=8.49838e-06 2.45014e-05 2.35492e-05 4.48135e-05 2.38816e-05 7.90277e-06
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.084604999999999986 -0.0031199999999999995 0.0057500000000000008 0.10915500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.015307353313486731 0.0060180375901104219 -0.012828683924323903 0.019322262008340321 -0.011616778814636701 0.011329218408026687 -0.0012359667577852953
leaf_weight=0.0011047997661089524 0.0018265862046532976 0.001028094476120356 0.0013489560041728007 0.0015098566685726599 0.0010000367493762964 0.0010021392816837423
leaf_count=1005 446 522 1099 510 153 175
internal_value=0 -0.00164207 0.000921559 0.00382972 -0.00212089 0.00504003
internal_weight=0 0.00699388 0.00588908 0.00486099 0.00351203 0.00200218
internal_count=3910 3464 2459 1937 838 328
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=7
num_cat=0
split_feature=50 160 49 133 52 4
split_gain=2.74998e-05 2.99671e-05 3.02219e-05 2.8638e-05 5.10485e-05 6.10932e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081629999999999994 0.086895000000000014 0.048490000000000012 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027908705671791522 -0.00030867800601125416 0.00027988130356021641 -0.00045457052418931485 -0.00036926861117174241 0.00031983385984126936 8.0840414556115596e-05
leaf_weight=0.0015610864428871754 0.0010084894414849393 0.001073164862082073 0.001389835584183736 0.0010620828380021223 0.0012870192884630511 0.0019962226609260727
leaf_count=802 731 215 653 532 582 395
internal_value=0 3.40614e-05 -2.21208e-05 -7.86315e-05 -1.25764e-05 -0.000138923
internal_weight=0 0.00836941 0.00680833 0.00573516 0.00467308 0.00338606
internal_count=3910 3179 2377 2162 1630 1048
is_linear=0
shrinkage=0.00196078


Tree=8988
num_leaves=8
num_cat=0
split_feature=50 4 151 15 13 12 52
split_gain=5.6772e-05 3.41777e-05 2.56669e-05 3.20702e-05 4.31285e-05 4.74711e-05 2.6311e-05
threshold=0.086465000000000014 0.28937500000000005 -0.016164999999999995 -0.07142999999999998 -0.0101 1.0000000180025095e-35 0.084240000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00024587946303368177 -0.00044469769464367974 0.00037285395689939862 -0.00029378835180425355 0.00039318455911980209 8.0780609600444921e-05 -0.00047856428947293337 -2.4346002977947953e-05
leaf_weight=0.0013392147560136727 0.0010159118342830181 0.0010725635455098538 0.0015913026222255603 0.0013595006259478929 0.0013636064426361767 0.0010194879877941177 0.0010123404741350294
leaf_count=454 715 396 573 496 185 542 549
internal_value=0 4.4969e-05 -7.89823e-07 -5.28432e-05 2.77923e-05 -0.000158507 0.000214976
internal_weight=0 0.00875802 0.00768545 0.00634624 0.00475494 0.00238309 0.00237184
internal_count=3910 3195 2799 2345 1772 727 1045
is_linear=0
shrinkage=0.00196078


Tree=8989
num_leaves=7
num_cat=0
split_feature=43 16 0 0 15 49
split_gain=8.35833e-06 2.32877e-05 3.16545e-05 1.6744e-05 2.37528e-05 7.26452e-05
threshold=-0.17307499999999998 0.15737500000000001 -0.074249999999999997 -0.10071499999999999 -0.10469999999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.007590031767619976 -0.0078779470769939474 -0.012528164760760064 0.016948089386597941 -0.011441883395405568 -0.0090801653951645325 0.027764499971807646
leaf_weight=0.0012306016555638458 0.0015436137694603389 0.0014847334771497271 0.0010823636515849312 0.0013474583577722642 0.0011287841689271252 0.001017498372068942
leaf_count=275 308 563 625 1726 224 189
internal_value=0 -0.00129321 0.00143255 -0.00190123 0.00158278 0.00838696
internal_weight=0 0.00760445 0.00611972 0.00503735 0.0036899 0.00214628
internal_count=3910 3635 3072 2447 721 413
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=7
num_cat=0
split_feature=52 160 2 16 0 52
split_gain=9.3755e-06 1.72626e-05 2.15911e-05 5.40002e-05 1.98454e-05 1.59407e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.082074999999999995 -0.087604999999999988
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00091118501638167131 -0.013834366477296113 0.012609056706804733 0.01086794330780777 -0.0035863396796521453 -0.022409261520947785 0.01461194312582377
leaf_weight=0.0018530095855078018 0.0010680031373089252 0.0012601307302628349 0.0013660442761204536 0.001089566127036418 0.0011527131432363148 0.0010288245154764918
leaf_count=874 924 265 315 651 565 316
internal_value=0 -0.00232108 0.000204613 -0.0039544 -0.0132628 0.00463062
internal_weight=0 0.00593646 0.00486845 0.00350241 0.00224228 0.00288183
internal_count=3910 2720 1796 1481 1216 1190
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=7
num_cat=0
split_feature=13 16 12 13 49 3
split_gain=8.61352e-06 1.86703e-05 3.671e-05 2.36754e-05 1.59451e-05 3.90532e-05
threshold=-0.23438999999999996 0.24895000000000003 0.092365000000000017 -0.010384999999999998 -0.014479999999999998 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0081446261853903978 0.0098701435310176514 0.010554713272740468 -0.018951192764798383 -0.014628489917640423 -0.011459460818553266 0.01351230884499585
leaf_weight=0.0011208246294669762 0.0017365080105919352 0.0011426390478355489 0.0012192176868148011 0.0010629708356106986 0.0013679437477304101 0.0011550768667830998
leaf_count=210 1500 499 861 198 508 134
internal_value=0 -0.00123935 -0.00329942 0.000285915 -0.00435523 -2.70083e-05
internal_weight=0 0.00768436 0.00654172 0.0053225 0.00358599 0.00252302
internal_count=3910 3700 3201 2340 840 642
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=7
num_cat=0
split_feature=43 16 133 1 15 16
split_gain=9.18542e-06 1.91215e-05 2.98115e-05 2.10928e-05 2.40309e-05 4.09778e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.076710000000000014 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0079884108587690728 -0.014977164946548877 -0.01154652981043966 0.01671749569595218 0.0090495189298470027 0.014512248610832994 -0.014193609339655864
leaf_weight=0.0012260868496570872 0.0010051824445864313 0.0014776374212159852 0.0010216744445636968 0.0014341572455455411 0.0010168563124099855 0.0016100327180932289
leaf_count=275 869 563 1053 339 448 363
internal_value=0 -0.00134206 0.00113474 -0.00200774 0.00120243 -0.00324347
internal_weight=0 0.00756554 0.0060879 0.00506623 0.00406105 0.00304419
internal_count=3910 3635 3072 2019 1150 702
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=7
num_cat=0
split_feature=0 1 16 16 15 16
split_gain=8.89232e-06 1.36733e-05 1.61754e-05 2.01877e-05 3.43924e-05 3.06277e-05
threshold=0.10302000000000001 0.076710000000000014 0.081265000000000018 -0.27337499999999998 -0.015439999999999997 -0.064504999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0085093728440996923 0.0079760867889751529 -0.0069480624579430789 -0.0097847013770104834 0.011404641760324902 0.023291936587672413 -0.011968286074065353
leaf_weight=0.0019534951908143448 0.0011962128922702884 0.0012593940211907194 0.0010825326373165023 0.001274664847249155 0.001010765030681132 0.0010008619079035067
leaf_count=1929 210 379 299 255 569 269
internal_value=0 -0.00130109 0.00120084 0.00381699 0.00794244 0.00112435
internal_weight=0 0.00758171 0.00562822 0.00454569 0.00328629 0.00227553
internal_count=3910 3700 1771 1472 1093 524
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=7
num_cat=0
split_feature=52 15 2 12 3 4
split_gain=8.9316e-06 1.64579e-05 3.86454e-05 5.40167e-05 4.08397e-05 1.59472e-05
threshold=-0.048794999999999991 -0.11739999999999999 0.106035 0.089745000000000005 -0.040669999999999991 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00414151503841246 -0.012677097972274407 -0.01847165545129344 -0.015046854244543443 0.0218117972473875 0.0089687941965480231 0.010935427670006614
leaf_weight=0.0012183734855347309 0.0012064001376773572 0.0010211525969945443 0.0012014243428184125 0.0013081573337194305 0.0011567971649168055 0.0016538458312308946
leaf_count=807 467 975 309 807 162 383
internal_value=0 -0.00226086 0.000419902 0.00575024 -0.00389692 0.0045399
internal_weight=0 0.00589393 0.00468753 0.00348611 0.00217795 0.00287222
internal_count=3910 2720 2253 1944 1137 1190
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=9
num_cat=0
split_feature=50 4 40 16 52 52 2 43
split_gain=4.68467e-05 6.12288e-05 3.80228e-05 4.16152e-05 6.16009e-05 5.52234e-05 4.56605e-05 2.34948e-05
threshold=0.086465000000000014 0.28937500000000005 -1.0000000180025095e-35 -0.014099999999999998 0.084240000000000023 0.0033900000000000002 0.086775000000000005 -0.073139999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 -5
right_child=-2 -3 3 5 -6 -7 -8 -9
leaf_value=-0.00037590980185309045 -0.0004024674081968602 0.00047495183701529078 0.00033742941672995353 0.00022599238335093124 -0.00051883709234493418 0.00057463839955146888 -0.00018159663353020002 -0.00019768914446948347
leaf_weight=0.0010003223230437043 0.0010142417119896408 0.0011014262642055151 0.0011791623890186724 0.0010108710866126435 0.0010104010410769706 0.0010225954504583098 0.0014567075811734694 0.0010020225019710379
leaf_count=274 715 396 197 500 792 215 366 455
internal_value=0 4.26018e-05 -1.93868e-05 3.39881e-05 -0.000107201 0.000203586 5.05908e-05 1.50829e-05
internal_weight=0 0.00878351 0.00768208 0.00668176 0.00364627 0.00303549 0.00263587 0.00201289
internal_count=3910 3195 2799 2525 1355 1170 563 955
is_linear=0
shrinkage=0.00196078


Tree=8996
num_leaves=7
num_cat=0
split_feature=4 16 52 16 1 15
split_gain=9.15314e-06 1.95791e-05 2.41309e-05 4.50881e-05 2.94867e-05 4.18103e-05
threshold=0.28937500000000005 -0.27337499999999998 0.10433000000000002 0.26760500000000004 0.095575000000000007 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.013708645563417202 0.0082285067297690438 -0.016298250939813425 0.014408872589465048 -0.020761635145286589 0.016293925961475757 0.0068388990306704218
leaf_weight=0.0010886997506482556 0.001163554926426732 0.001297913845292042 0.0010830182972272366 0.0010310257885237902 0.0011425937267961856 0.0019611494121704411
leaf_count=226 426 773 570 415 364 1136
internal_value=0 -0.00129525 0.000778889 -0.00193828 0.00247082 -0.00237541
internal_weight=0 0.0076044 0.0065157 0.00543268 0.00440166 0.00325906
internal_count=3910 3484 3258 2688 2273 1909
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=7
num_cat=0
split_feature=52 0 160 2 16 0
split_gain=9.44862e-06 1.7626e-05 1.58988e-05 2.08231e-05 4.41322e-05 2.07793e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.082074999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0058281569765774631 -0.013458680222000991 0.010516040150977034 0.011066592940725241 0.010606451320428955 -0.0025614672507614667 -0.021898145065416048
leaf_weight=0.0010270431069773771 0.0010529599086846822 0.0018453742579343829 0.0012455164001358788 0.0013569482677089611 0.0010873490724799665 0.0011366870673561679
leaf_count=128 924 1062 265 315 651 565
internal_value=0 0.00467211 -0.00232538 0.000103487 -0.00400424 -0.0124443
internal_weight=0 0.00287242 0.00587946 0.0048265 0.00346955 0.00222404
internal_count=3910 1190 2720 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=8
num_cat=0
split_feature=50 133 4 16 52 48 4
split_gain=2.11095e-05 4.24831e-05 3.79192e-05 5.68142e-05 0.000100024 4.77222e-05 3.32828e-05
threshold=0.082310000000000008 0.090085000000000012 0.28937500000000005 -0.19424999999999998 0.071660000000000015 0.083775000000000002 0.0082450000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00032979294697122195 -0.0002719856238526401 -0.00032233467145592479 0.00043710166012558328 -0.00048694078331921114 0.00056692593437624448 0.00022091953896006186 1.2204724100841694e-05
leaf_weight=0.0013440174405912686 0.0010029442379353116 0.0011433103027106333 0.0010085971221014938 0.0010557785450218586 0.0014061863296621724 0.001444450748930647 0.0010001264600824874
leaf_count=196 747 616 345 738 682 397 189
internal_value=0 2.89795e-05 8.43111e-05 2.73844e-05 0.000125224 -5.22198e-05 -0.000244124
internal_weight=0 0.00840247 0.00725916 0.00625056 0.00490654 0.00350036 0.00205591
internal_count=3910 3163 2547 2202 2006 1324 927
is_linear=0
shrinkage=0.00196078


Tree=8999
num_leaves=6
num_cat=0
split_feature=0 2 49 49 3
split_gain=9.27757e-06 2.69744e-05 3.33745e-05 3.42424e-05 2.9015e-05
threshold=-0.017269999999999997 0.081615000000000007 1.0000000180025095e-35 -0.00064499999999999985 -0.074234999999999982
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00096166019105549383 0.0063783506870432535 -0.0022149881856771774 -0.012256432421630156 0.017090010872725329 -0.022558305980164468
leaf_weight=0.0010183168790071345 0.0017962026115675806 0.0019045379186873302 0.001175535002521262 0.0017752319277941635 0.0010816093987427982
leaf_count=589 446 589 754 1231 301
internal_value=0 -0.00168329 0.00241228 0.00709833 -0.0111528
internal_weight=0 0.00695523 0.0048553 0.00367977 0.00209993
internal_count=3910 3464 2574 1820 890
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 4 15
split_gain=2.0916e-05 2.69243e-05 3.80829e-05 3.50877e-05 4.00473e-05 3.76748e-05 2.05989e-05
threshold=0.082310000000000008 0.090085000000000012 0.087260000000000018 0.011450000000000002 -0.08799499999999999 0.05309500000000001 -0.10312999999999999
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=-0.00017716861893435113 -0.0002706897687912987 -0.00025052564044822606 -0.00026048221395740413 7.2645544674321413e-05 0.00062283800270151123 1.6216188955822284e-05 0.00040464774983309433
leaf_weight=0.0018354342860126709 0.0010031441887211742 0.0011391358221563069 0.0011027391400464841 0.001026810643270716 0.0010078916080466123 0.001066472295763109 0.0010336289268312545
leaf_count=1146 747 616 311 391 221 255 223
internal_value=0 2.92359e-05 7.42927e-05 0.000136128 0.000345184 2.80441e-05 0.000207395
internal_weight=0 0.00821211 0.00707298 0.00597024 0.0020347 0.00393554 0.0021001
internal_count=3910 3163 2547 2236 612 1624 478
is_linear=0
shrinkage=0.00196078


Tree=9001
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 4 15
split_gain=1.67779e-05 2.7583e-05 3.65553e-05 3.38511e-05 4.90125e-05 4.09846e-05 1.96351e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.011450000000000002 -0.08799499999999999 0.05309500000000001 -0.10312999999999999
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=-0.00018852497602426605 -0.00024316242605284996 -0.00025696584000754367 -0.00025844343033208916 3.0296966305534506e-05 0.00063251704442100559 2.382926365907775e-05 0.00039852401001172711
leaf_weight=0.0018727081996038003 0.0010140560000451602 0.0011583397152932157 0.0011091644159044759 0.001038060360505052 0.0010402797067258066 0.00109279446775395 0.001058537789508198
leaf_count=1157 731 617 314 391 222 255 223
internal_value=0 2.38923e-05 6.90045e-05 0.000128521 0.000331729 2.35686e-05 0.000208193
internal_weight=0 0.00836988 0.00721154 0.00610238 0.00207834 0.00402404 0.00215133
internal_count=3910 3179 2562 2248 613 1635 478
is_linear=0
shrinkage=0.00196078


Tree=9002
num_leaves=7
num_cat=0
split_feature=50 133 16 2 2 4
split_gain=5.34318e-05 3.73952e-05 3.76109e-05 5.92321e-05 3.58847e-05 9.12745e-05
threshold=0.086465000000000014 0.090085000000000012 -0.014099999999999998 0.085730000000000015 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00023470842313452986 -0.00043123158959947365 -0.00027932852451035688 -7.5162308275763786e-05 0.00047441700018370064 -0.00058315681140205398 0.0001304095129792811
leaf_weight=0.0013966175109341706 0.0010135616697456657 0.0011822195027109293 0.0012423234060432043 0.0019180513370584112 0.0011299489388257877 0.0017668540777573546
leaf_count=532 715 622 408 723 496 414
internal_value=0 4.46534e-05 9.6039e-05 0.000258381 -2.34603e-05 -0.00014793
internal_weight=0 0.00863601 0.0074538 0.00316037 0.00429342 0.0028968
internal_count=3910 3195 2573 1131 1442 910
is_linear=0
shrinkage=0.00196078


Tree=9003
num_leaves=8
num_cat=0
split_feature=50 133 16 52 4 16 2
split_gain=2.43226e-05 2.61158e-05 3.95815e-05 5.24931e-05 3.70012e-05 4.85363e-05 3.06945e-05
threshold=0.084340000000000012 0.090085000000000012 0.011450000000000002 -0.098644999999999983 0.0057500000000000008 -0.30307999999999996 0.087005000000000013
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=1.2874853248594013e-05 -0.00029039684745145 -0.00024303332169746812 -2.6556246125123731e-05 0.00056561693747784548 -0.00012256170727146926 0.00039981301738920965 -0.00046238241875009385
leaf_weight=0.0010629112022735353 0.0010041834606470184 0.0011387831216992115 0.0010842752923829531 0.0012265880113191605 0.0014396872312293992 0.0013025762786264055 0.0010275735033365208
leaf_count=680 731 617 422 262 409 217 572
internal_value=0 3.27335e-05 7.66943e-05 0.000287765 -2.42327e-05 0.000125566 -0.000220737
internal_weight=0 0.00828239 0.00714361 0.00231086 0.00483275 0.00274226 0.00209048
internal_count=3910 3179 2562 684 1878 626 1252
is_linear=0
shrinkage=0.00196078


Tree=9004
num_leaves=8
num_cat=0
split_feature=50 133 16 52 150 2 15
split_gain=3.23686e-05 2.58797e-05 3.71149e-05 7.23345e-05 4.03428e-05 3.86652e-05 3.33318e-05
threshold=0.084340000000000012 0.090085000000000012 0.011450000000000002 -0.07125999999999999 0.084380000000000024 0.094010000000000024 -0.035939999999999993
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=-0.000238053001167916 -0.00033449346567669078 -0.00023716360052046889 -1.4449455878140181e-05 0.00067906892928460566 0.00028383872890107829 -0.00040705791410359897 0.00022292448295213973
leaf_weight=0.0010778510933084815 0.0010203436800157771 0.0011576010580964273 0.0013605105661223132 0.0010055883157567371 0.0012630412994156263 0.0012234028157611185 0.0013690342053226576
leaf_count=358 731 617 469 215 351 406 763
internal_value=0 3.52102e-05 7.84054e-05 0.000280295 -1.84237e-05 -0.00012244 1.98643e-05
internal_weight=0 0.00845703 0.00729943 0.0023661 0.00493333 0.00367029 0.00244689
internal_count=3910 3179 2562 684 1878 1527 1121
is_linear=0
shrinkage=0.00196078


Tree=9005
num_leaves=7
num_cat=0
split_feature=50 160 42 43 150 4
split_gain=2.31689e-05 4.80825e-05 3.47916e-05 2.88324e-05 3.41118e-05 4.02975e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.083205000000000015 -0.056579999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00032516366218455882 -0.00029069964410236026 -0.00035187986281640598 0.00022406793978987528 9.4319782064776169e-05 0.0002326699926900153 -0.00036402164973388422
leaf_weight=0.0016458200230569046 0.0010077652649500011 0.001195372434619449 0.0017723958078684513 0.0012360102280466476 0.0010342242259137281 0.0018285319521178043
leaf_count=804 715 766 551 526 164 384
internal_value=0 2.33299e-05 -4.69682e-05 1.5112e-05 -7.52451e-05 -0.000179161
internal_weight=0 0.00871235 0.00706653 0.00587116 0.00409877 0.00306454
internal_count=3910 3195 2391 1625 1074 910
is_linear=0
shrinkage=0.00196078


Tree=9006
num_leaves=8
num_cat=0
split_feature=50 133 16 51 4 16 2
split_gain=2.12684e-05 2.74475e-05 3.56016e-05 6.07858e-05 3.30354e-05 4.84019e-05 3.10193e-05
threshold=0.084340000000000012 0.090085000000000012 0.011450000000000002 -0.07742499999999998 0.0057500000000000008 -0.30307999999999996 0.087005000000000013
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=2.7353218419118306e-05 -0.0002726939389822354 -0.00025130377681161994 -8.0554551088931665e-05 0.00055796854662566384 -0.00012722113319818488 0.00039292025711399432 -0.00045018439947555204
leaf_weight=0.0010687232330909874 0.0010002238046757069 0.0011499305771394261 0.0010303872413125214 0.0012918661392061202 0.0014448458112842582 0.0013127868047610142 0.0010241061276294193
leaf_count=680 731 617 316 368 409 217 572
internal_value=0 2.9923e-05 7.50093e-05 0.000274655 -2.05749e-05 0.000120395 -0.000206325
internal_weight=0 0.00832265 0.00717272 0.00232225 0.00485046 0.00275763 0.00209283
internal_count=3910 3179 2562 684 1878 626 1252
is_linear=0
shrinkage=0.00196078


Tree=9007
num_leaves=6
num_cat=0
split_feature=15 42 2 13 4
split_gain=1.05648e-05 2.19765e-05 3.02106e-05 2.47489e-05 1.46287e-05
threshold=0.088615000000000013 0.084100000000000022 0.085805000000000006 -0.015744999999999999 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014731021273458714 -0.0089544737601071674 -0.008070960964734749 0.010803465142235303 -0.013452544846767337 0.0014939871860451606
leaf_weight=0.0018887834349440051 0.0011578063303228532 0.001888360602510652 0.0012648523857291395 0.0013546174110359646 0.0012675701249253405
leaf_count=646 875 1212 354 547 276
internal_value=0 0.00129411 0.00435595 -0.000685491 -0.00622736
internal_weight=0 0.00766418 0.00577582 0.00388704 0.00262219
internal_count=3910 3035 1823 1177 823
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=7
num_cat=0
split_feature=15 0 16 12 47 52
split_gain=8.56549e-06 1.80315e-05 3.82825e-05 3.42865e-05 3.02484e-05 1.50546e-05
threshold=0.088615000000000013 -0.077944999999999987 0.15737500000000001 0.086935000000000012 1.0000000180025095e-35 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00095176733230820435 -0.0080655189495616158 0.020559517219501111 -0.0022971795464090355 -0.018995799693052401 -0.012876944285043049 0.016311833128587441
leaf_weight=0.0014985767818396767 0.001156924117936154 0.0012518798700520859 0.0017671976904827724 0.0010147705539261202 0.0010116675117303299 0.0011112712574728146
leaf_count=482 875 479 468 847 189 570
internal_value=0 0.00116625 0.0071805 -0.00275013 0.001802 0.00749207
internal_weight=0 0.00765536 0.00301908 0.00463629 0.00362152 0.00260985
internal_count=3910 3035 947 2088 1241 1052
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=8
num_cat=0
split_feature=50 4 151 16 133 52 0
split_gain=2.58945e-05 2.96196e-05 3.19152e-05 3.42691e-05 3.43418e-05 7.06888e-05 3.62759e-05
threshold=0.083475000000000008 0.28937500000000005 -0.016164999999999995 -0.092424999999999993 1.0000000180025095e-35 0.084240000000000023 -0.082484999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0002692480760340504 -0.00030052513064768164 0.00034500018229381528 -0.00028929008406682939 0.00018965626705929144 -0.00028406230796719571 0.00055569458464626523 -0.00033325016777833056
leaf_weight=0.0012864755535910988 0.0010011454969605189 0.0010269569583346927 0.0018920818313417371 0.0010004447619460673 0.0010062328511408038 0.0010175870198356014 0.001040626477647069
leaf_count=453 735 396 474 278 660 457 457
internal_value=0 3.33608e-05 -1.08226e-05 -7.1307e-05 3.01574e-05 0.000133529 -7.69441e-05
internal_weight=0 0.00827041 0.00724345 0.00595697 0.00406489 0.00305866 0.00204107
internal_count=3910 3175 2779 2326 1852 1192 735
is_linear=0
shrinkage=0.00196078


Tree=9010
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 16 15
split_gain=2.92418e-05 3.20274e-05 2.76593e-05 3.15867e-05 5.23258e-05 4.16178e-05 5.87813e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.10939499999999998 -0.053834999999999994 -0.006474999999999999 -0.096369999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00030364500196541894 -0.00031543751475242255 0.00035965251166340361 0.0003327366003412526 0.00033143762520868042 -0.00039463139917588044 0.00042080437024214564 -0.0002436548005300653
leaf_weight=0.0010442983007648687 0.0010114471651376583 0.0010393734381809305 0.0011627451438369039 0.0010666305189027676 0.0011452187014563374 0.0010279099303712961 0.0019014534874795396
leaf_count=306 731 396 164 221 360 582 1150
internal_value=0 3.74883e-05 -8.08017e-06 4.08824e-05 -2.51238e-05 8.07739e-05 -3.69857e-05
internal_weight=0 0.00838763 0.00734826 0.00630396 0.00514121 0.00399599 0.00296808
internal_count=3910 3179 2783 2477 2313 1953 1371
is_linear=0
shrinkage=0.00196078


Tree=9011
num_leaves=7
num_cat=0
split_feature=52 4 160 2 16 0
split_gain=8.41221e-06 1.57178e-05 1.47402e-05 1.9522e-05 4.05427e-05 2.02538e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.082074999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0041979097132575005 -0.012861261585648051 0.010715364063584906 0.010549762683310638 0.010255959439381537 -0.0022125287505496047 -0.021244611159114718
leaf_weight=0.001228820277838077 0.0010639741486853501 0.0016633352092721471 0.0012553465377280471 0.0013687750198867078 0.0010980875196616308 0.0011393016345514597
leaf_count=807 924 383 265 315 651 565
internal_value=0 0.00437901 -0.00219997 0.00013332 -0.00383366 -0.0119039
internal_weight=0 0.00289216 0.00592548 0.00486151 0.00349274 0.00223739
internal_count=3910 1190 2720 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=7
num_cat=0
split_feature=0 12 2 16 49 2
split_gain=8.84965e-06 1.37951e-05 2.19189e-05 4.3809e-05 3.59906e-05 4.2611e-05
threshold=0.10302000000000001 0.097510000000000013 0.086545000000000025 -0.057604999999999996 -0.067014999999999977 0.11230000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.022884341685648402 0.0079847205208458793 -0.011574266362683215 0.021204990411110344 0.0045765484504665215 0.0095946749601996621 -0.014066548142786489
leaf_weight=0.0010165517395531801 0.0011891576883067898 0.0011137879245756918 0.0010167793917044707 0.0013557101883201932 0.0017904351267793732 0.0013238963697166496
leaf_count=794 210 615 236 582 1088 385
internal_value=0 -0.00129092 0.00047024 -0.00719088 0.00486958 -0.000463666
internal_weight=0 0.00761716 0.00650337 0.00237226 0.00413111 0.00311433
internal_count=3910 3700 3085 1376 1709 1473
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=7
num_cat=0
split_feature=133 160 42 15 0 0
split_gain=9.01837e-06 2.99931e-05 2.11988e-05 2.47309e-05 4.27585e-05 1.35326e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 -0.014614999999999998 -0.18901999999999997 -0.035699999999999989
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0086624512577989365 -0.013348374989039666 -0.010131870966885384 0.012275909128873426 -0.017658522000473291 0.016034703409167662 -0.0014075288677627927
leaf_weight=0.0010498262703897308 0.001612719276369046 0.0010691539636212555 0.0015074885273494761 0.0010300308067885753 0.0015015537828944629 0.001019683057628067
leaf_count=604 1086 118 685 657 576 184
internal_value=0 -0.0012145 0.00197884 -0.00138074 0.00515206 -0.00957405
internal_weight=0 0.00774063 0.00612791 0.00462042 0.00257071 0.00204971
internal_count=3910 3306 2220 1535 694 841
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=8
num_cat=0
split_feature=50 133 160 16 51 0 4
split_gain=2.16792e-05 3.13722e-05 3.9156e-05 3.42116e-05 4.78866e-05 3.39083e-05 6.05618e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.011450000000000002 -0.07742499999999998 -0.13870499999999999 0.05309500000000001
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=0.00023911647818801741 -0.00027738489658887832 -0.00027334768610206157 -0.000264564398902868 2.9585376897849494e-05 0.00062326639328767774 -0.00044262439477118864 0.00019667330828091405
leaf_weight=0.001705804256958883 0.0010103782095053455 0.0011540301121202795 0.0011051154879161773 0.0010002593016812872 0.001093305261586175 0.0011518727392281292 0.0011272243239840041
leaf_count=312 731 617 314 289 324 1013 310
internal_value=0 2.67369e-05 7.49449e-05 0.000136671 0.000339619 3.00469e-05 -0.000126433
internal_weight=0 0.00833761 0.00718358 0.00607847 0.00209356 0.0039849 0.0022791
internal_count=3910 3179 2562 2248 613 1635 1323
is_linear=0
shrinkage=0.00196078


Tree=9015
num_leaves=8
num_cat=0
split_feature=4 16 52 160 4 4 52
split_gain=2.01354e-05 3.91412e-05 4.25488e-05 3.67732e-05 4.46824e-05 4.81602e-05 1.73823e-05
threshold=0.28937500000000005 -0.19424999999999998 0.10433000000000002 -0.026849999999999995 -0.08422499999999998 -0.030814999999999995 -0.081429999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00030832422116211007 0.00022441069095790851 0.00029322646225728231 0.00037575523718798932 -0.0004700884352910671 0.00031844510499388592 9.113702951776292e-06 -0.00033651531866829104
leaf_weight=0.0016735778676513031 0.0012726043319585068 0.0010139627536560067 0.001119455249912962 0.0010685519081897032 0.0011382228757687864 0.001041730499578527 0.0012083213944714614
leaf_count=270 426 541 563 593 753 414 350
internal_value=0 -4.05405e-05 2.74625e-05 -4.38065e-05 -0.000120484 -1.02303e-05 -0.000176496
internal_weight=0 0.00826382 0.00659024 0.00547079 0.00445683 0.00338827 0.00225005
internal_count=3910 3484 3214 2651 2110 1517 764
is_linear=0
shrinkage=0.00196078


Tree=9016
num_leaves=8
num_cat=0
split_feature=50 160 49 133 43 1 4
split_gain=2.41959e-05 3.26696e-05 3.02756e-05 2.65107e-05 5.32241e-05 3.38261e-05 4.66277e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081629999999999994 0.086895000000000014 -0.074254999999999988 0.10617500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00028757978638037812 -0.00029305592615611151 0.00027677005299476398 0.00028236731029636933 -0.00036803185380052269 -0.00031826000641583564 -0.00046414850050541294 0.0002544538851077728
leaf_weight=0.0015344857953329214 0.0010037672469644108 0.0010503891010054753 0.0014984421384621146 0.0010432685958642217 0.0010821145417640953 0.0010013473354068638 0.0011043020185844744
leaf_count=802 731 215 430 532 722 253 225
internal_value=0 2.92247e-05 -2.92487e-05 -8.53514e-05 -2.24195e-05 -0.000165688 -2.89971e-05
internal_weight=0 0.00831435 0.00677986 0.00572947 0.00468621 0.00318776 0.00218642
internal_count=3910 3179 2377 2162 1630 1200 947
is_linear=0
shrinkage=0.00196078


Tree=9017
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 16 15
split_gain=1.82341e-05 3.14629e-05 3.04515e-05 3.11229e-05 4.96868e-05 4.19173e-05 5.87899e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.10939499999999998 -0.053834999999999994 -0.006474999999999999 -0.096369999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00032638655160914135 -0.00025121054272489782 0.00034481353720745215 0.00032476388654006206 0.00031853056820227443 -0.00039200675862005911 0.00041399096035921081 -0.00025330674394823452
leaf_weight=0.0010487245164305832 0.0010032587678056861 0.0010568102204896153 0.0011588701271054297 0.0010855842008970144 0.0011405391900617713 0.0010247186732360723 0.0019027632030336654
leaf_count=306 731 396 164 221 360 582 1150
internal_value=0 2.84398e-05 -1.69804e-05 3.44228e-05 -3.0865e-05 7.17739e-05 -4.5574e-05
internal_weight=0 0.00841801 0.0073612 0.00631248 0.00515361 0.00401307 0.00298835
internal_count=3910 3179 2783 2477 2313 1953 1371
is_linear=0
shrinkage=0.00196078


Tree=9018
num_leaves=6
num_cat=0
split_feature=160 133 42 16 0
split_gain=9.28028e-06 2.41604e-05 2.7401e-05 3.60263e-05 4.77428e-05
threshold=-0.081069999999999989 -0.0023199999999999996 0.088115000000000013 -0.029944999999999996 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0078604691692051414 -0.015294232030927325 -0.0097659269892931607 0.012578858390705059 -0.013100769446047725 0.015803965708874951
leaf_weight=0.0012710497181902553 0.0010703256514832307 0.0013266506504635437 0.0015382225929643587 0.0019905564008987848 0.0016242092521308767
leaf_count=815 906 158 754 729 548
internal_value=0 -0.00137558 0.000923545 -0.00270466 0.00430823
internal_weight=0 0.00754996 0.00647964 0.00494142 0.00295086
internal_count=3910 3095 2189 1435 706
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=7
num_cat=0
split_feature=13 15 16 52 1 52
split_gain=1.00157e-05 2.04764e-05 2.39764e-05 2.59568e-05 4.22109e-05 4.92431e-05
threshold=-0.26418499999999995 0.088615000000000013 -0.27337499999999998 -0.072349999999999984 0.094695000000000015 0.0033900000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.009133555214954122 -0.011362639540960631 -0.013986210700556416 -0.0053084064325650965 -0.01424988509587413 0.02503205492005748 0.015294522018579008
leaf_weight=0.0010484187853210042 0.0013043953270253797 0.0010900905853434414 0.0019888486723490745 0.001075493875013823 0.001113468059273974 0.001186562092497327
leaf_count=196 404 866 891 565 258 730
internal_value=0 -0.0012799 0.000797095 0.00375384 0.00909329 0.00124764
internal_weight=0 0.00775886 0.00666877 0.00536437 0.00337552 0.00226206
internal_count=3910 3714 2848 2444 1553 1295
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=7
num_cat=0
split_feature=133 52 13 12 3 49
split_gain=9.43843e-06 2.65411e-05 3.27105e-05 2.74255e-05 3.01245e-05 4.25644e-05
threshold=-0.085714999999999986 0.11401500000000002 -0.083514999999999992 0.093125000000000013 -0.032959999999999996 -0.015364999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0088570649311710409 0.012693697624493586 -0.015562290330352288 -0.021677380248170078 0.011223107546806435 -0.017371109721175587 0.0081469545380153767
leaf_weight=0.0010508741910414086 0.001791920950444865 0.0011089513851290332 0.0010292313176686889 0.0010449478492454384 0.0010600900417729125 0.0017049329131247292
leaf_count=604 796 577 805 603 195 330
internal_value=0 -0.0012429 0.0011518 -0.00312209 -0.00707279 -0.00163649
internal_weight=0 0.00774007 0.00663112 0.0048392 0.00379425 0.00276502
internal_count=3910 3306 2729 1933 1330 525
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=7
num_cat=0
split_feature=457 43 3 160 16 0
split_gain=1.02875e-05 1.86705e-05 4.7718e-05 3.16136e-05 3.989e-05 6.35828e-05
threshold=0.082870000000000013 -0.074254999999999988 -0.078669999999999976 -0.070974999999999996 -0.055679999999999993 -0.10462499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.0061681321563203878 0.0082064464153878552 0.010496632930536726 0.021561814981099929 -0.017227500667192596 -0.023541927585606023 0.013997394087065226
leaf_weight=0.0014748560529909819 0.0012922626718559838 0.0010347248495215134 0.0010713363720451867 0.0013419556571229838 0.001291132246743475 0.0012686443732934649
leaf_count=989 320 401 428 269 572 931
internal_value=0 -0.00145571 0.00549953 -0.00504318 -0.00916428 -0.00205348
internal_weight=0 0.00748265 0.00254619 0.00493646 0.00390173 0.0026106
internal_count=3910 3590 1417 2173 1772 1200
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=7
num_cat=0
split_feature=13 15 47 4 4 0
split_gain=9.4133e-06 1.72032e-05 2.32222e-05 3.07282e-05 2.45996e-05 4.51805e-05
threshold=-0.26418499999999995 0.088615000000000013 0.10887000000000001 -0.08422499999999998 -0.0010999999999999996 -0.17106499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0088875778725468271 -0.010488025536848085 -0.012920371915983948 -0.01284013692841306 0.017945859751080123 0.016342951329316315 -0.0090131148061254711
leaf_weight=0.0010427287161052642 0.0012572401832877051 0.0010830680675136175 0.0010669744953946585 0.0014398188880006321 0.0012357236506779839 0.0016292428591750813
leaf_count=196 616 866 219 1016 138 859
internal_value=0 -0.00123574 0.000673335 0.00326565 0.0072825 0.00192352
internal_weight=0 0.00771207 0.006629 0.00556203 0.00430479 0.00286497
internal_count=3910 3714 2848 2629 2013 997
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=6
num_cat=0
split_feature=0 1 2 52 1
split_gain=9.02469e-06 1.67379e-05 2.10453e-05 2.8519e-05 3.16164e-05
threshold=0.10302000000000001 0.076710000000000014 0.11542500000000001 -0.074484999999999982 0.092550000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0092783581589831101 0.0081007998432046629 -0.013708783852040156 0.013137231366296296 0.015466110619740707 -0.0051859047362218117
leaf_weight=0.0019497988484584727 0.001181540860811345 0.0013703496135952444 0.0012131740251195462 0.0012989197640139083 0.001726730932359162
leaf_count=1929 210 411 383 448 529
internal_value=0 -0.00129706 0.00147731 -0.0017405 0.00368006
internal_weight=0 0.00755897 0.00560917 0.004396 0.00302565
internal_count=3910 3700 1771 1388 977
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=7
num_cat=0
split_feature=52 2 160 2 16 0
split_gain=9.46456e-06 1.58417e-05 1.43871e-05 1.73654e-05 3.63911e-05 1.42348e-05
threshold=-0.048794999999999991 0.089910000000000004 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.082074999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0027974877229744216 -0.012907326906678871 0.012066506952164475 0.0099250427582400335 0.00961753091032818 -0.0032862281765655035 -0.019321609796638481
leaf_weight=0.0014246875097940785 0.0010541050582018284 0.0014435127292818052 0.0012442540513141953 0.0013487149188562233 0.001087786673774129 0.0011272936773823793
leaf_count=518 924 672 265 315 651 565
internal_value=0 0.00468329 -0.00232695 -7.33389e-06 -0.00375985 -0.0114469
internal_weight=0 0.0028682 0.00586215 0.00480805 0.00345933 0.00221508
internal_count=3910 1190 2720 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=7
num_cat=0
split_feature=0 3 15 1 1 3
split_gain=9.56588e-06 4.24106e-05 3.00717e-05 2.80223e-05 3.07413e-05 2.57588e-05
threshold=-0.060094999999999989 -0.089974999999999986 0.083935000000000023 0.094485000000000013 0.11215000000000001 -0.100615
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.020216534732071162 0.017618804850631633 -0.011400787822982622 0.015993989922551698 0.017974830558289245 -0.0064723107092778164 -0.002839624489371138
leaf_weight=0.0010746784078458759 0.0010030048143278136 0.0018568775947283528 0.0011348298567785851 0.0010114348612193964 0.0010466021477090423 0.0015926972404703499
leaf_count=585 247 1080 958 251 330 459
internal_value=0 -0.00217804 0.00166088 -0.00249391 0.00554239 0.00506571
internal_weight=0 0.00612442 0.00504974 0.00391491 0.00205804 0.0025957
internal_count=3910 3204 2619 1661 581 706
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=8
num_cat=0
split_feature=50 16 160 52 2 0 48
split_gain=3.13768e-05 3.40993e-05 5.72484e-05 3.58813e-05 3.56203e-05 1.86446e-05 1.5372e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.054789999999999998 0.084240000000000023 0.085005000000000011 -0.053834999999999994 0.087770000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 -6
right_child=-2 2 5 -5 6 -7 -8
leaf_value=0.00030832220833258272 -0.00033942483927893867 0.00053880779789993057 0.00020413872520717589 -0.00038172509165829372 -0.00026677763641320208 -0.00012260541208653723 4.2137401698574354e-05
leaf_weight=0.001093563105874904 0.0010007748072352095 0.0011146966975686817 0.0011450050391778066 0.0011728788362516031 0.0012730741082788151 0.0016233503162308761 0.0012060027848974993
leaf_count=275 715 480 607 871 478 310 174
internal_value=0 2.73462e-05 0.000163612 -8.41546e-05 1.35362e-05 1.25375e-05 -0.000116499
internal_weight=0 0.00862857 0.00388305 0.00474552 0.00357264 0.00276836 0.00247908
internal_count=3910 3195 1397 1798 927 917 652
is_linear=0
shrinkage=0.00196078


Tree=9027
num_leaves=6
num_cat=0
split_feature=50 0 47 3 42
split_gain=2.23513e-05 2.66056e-05 5.32388e-05 3.89531e-05 2.82002e-05
threshold=0.083475000000000008 -0.017269999999999997 1.0000000180025095e-35 0.094625000000000015 0.060615000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00019895282424221109 -0.00028174367624228574 0.00024426523390352206 -0.00030462650131488203 0.00036189974490179362 0.000166592104173396
leaf_weight=0.0017759602945619597 0.0010037952499989929 0.0017310231440746541 0.0019096408086386862 0.0013700294231633208 0.0014939316734446692
leaf_count=937 735 382 415 243 1198
internal_value=0 2.80729e-05 -2.90659e-05 8.43459e-05 -3.19445e-05
internal_weight=0 0.00828059 0.00654956 0.00463992 0.00326989
internal_count=3910 3175 2793 2378 2135
is_linear=0
shrinkage=0.00196078


Tree=9028
num_leaves=8
num_cat=0
split_feature=50 133 16 52 150 2 12
split_gain=1.9382e-05 2.38577e-05 4.19766e-05 5.63681e-05 3.61597e-05 3.52649e-05 2.32243e-05
threshold=0.083215000000000011 0.090085000000000012 0.011450000000000002 -0.098644999999999983 0.084380000000000024 0.09116500000000001 0.080120000000000011
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=0.00021878508901472825 -0.00026220258632266567 -0.00023729979758839944 -3.7741406006261078e-05 0.00057794752970529264 0.00025598542897140801 -0.00037322604714117041 -0.00018818597686702412
leaf_weight=0.0011251418899154914 0.0010003770877029658 0.0011339980723438243 0.0010831191838514085 0.0012107970928031007 0.0012238275937208254 0.0014293626647739711 0.0010350487558965342
leaf_count=195 739 617 421 261 351 493 833
internal_value=0 2.6815e-05 6.89556e-05 0.000287237 -3.50711e-05 -0.000134304 2.37861e-05
internal_weight=0 0.0082413 0.0071073 0.00229392 0.00481338 0.00358955 0.00216019
internal_count=3910 3171 2554 682 1872 1521 1028
is_linear=0
shrinkage=0.00196078


Tree=9029
num_leaves=7
num_cat=0
split_feature=50 16 160 150 43 0
split_gain=2.21228e-05 2.82133e-05 4.00098e-05 2.99973e-05 2.52183e-05 2.30906e-05
threshold=0.084340000000000012 -0.014099999999999998 -0.054789999999999998 0.083205000000000015 -0.074254999999999988 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00031044239762764004 -0.00028201219096876115 0.00047590994455852124 0.00020708802431470126 0.00019963856960635994 -0.00017449966793980852 1.0520770352987857e-05
leaf_weight=0.0019260397905992203 0.0010063199245885284 0.001055510975960489 0.0013949789646624975 0.0011394470885299824 0.0012739694979663236 0.0015595269078993914
leaf_count=396 731 479 448 248 468 1140
internal_value=0 2.5734e-05 0.000152748 -7.65488e-05 2.49447e-05 -0.000166836
internal_weight=0 0.00834947 0.00372446 0.00462501 0.00266895 0.00348557
internal_count=3910 3179 1395 1784 916 1536
is_linear=0
shrinkage=0.00196078


Tree=9030
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=1.98916e-05 2.87461e-05 2.61905e-05 4.06296e-05 5.17624e-05 6.04295e-05 3.86919e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.094359999999999986 0.084795000000000023 -0.037444999999999992 0.087945000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00023627288957541479 -0.00026511791786363567 -0.00020939406508436268 0.00012832203599848029 -0.0002485470990689044 0.00062788717032979816 0.00040312632459939095 -0.000349487100752168
leaf_weight=0.0013465176929231869 0.0010064079006871741 0.0010526616859900849 0.0017684045518033807 0.0010167571999127887 0.0010696880889281531 0.001184306917064577 0.0010317391705101384
leaf_count=867 731 480 517 700 319 170 126
internal_value=0 2.64621e-05 7.61251e-05 0.000125633 0.000274052 0.000102093 -4.77312e-05
internal_weight=0 0.00847008 0.00712356 0.0060709 0.00327075 0.00220106 0.00280014
internal_count=3910 3179 2312 1832 1189 870 643
is_linear=0
shrinkage=0.00196078


Tree=9031
num_leaves=8
num_cat=0
split_feature=1 42 0 457 15 2 4
split_gain=8.28618e-06 2.33426e-05 2.39168e-05 2.86457e-05 3.81839e-05 1.94718e-05 1.59959e-05
threshold=0.12864500000000004 0.092395000000000019 -0.077944999999999987 0.041935000000000007 0.035895000000000003 0.091025000000000009 -0.34687499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-0.0098497452796040882 0.008362596063341313 -0.01422632067772143 0.0011677722744004961 0.010871721951464667 -0.023606443464389629 0.0083534381485280817 0.018795210561761311
leaf_weight=0.0011453210867173075 0.0010336675690574924 0.0011633664239297193 0.0010192682082104097 0.0011268204626147449 0.0010289137775568434 0.0012068545547495844 0.0010401064983543659
leaf_count=616 331 715 239 255 850 396 508
internal_value=0 -0.00117058 0.00114218 -0.00293667 -0.00753861 -0.000510054 0.0100707
internal_weight=0 0.00773065 0.00656728 0.00450791 0.00338109 0.00235218 0.00205937
internal_count=3910 3579 2864 2117 1862 1012 747
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=8
num_cat=0
split_feature=50 4 16 0 0 12 51
split_gain=1.85815e-05 3.16875e-05 2.73892e-05 3.44723e-05 4.11043e-05 1.83011e-05 6.93487e-06
threshold=0.07992500000000001 0.28937500000000005 -0.27337499999999998 -0.10575999999999998 -0.06402999999999999 0.091405000000000014 0.013805000000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00029890498916240521 -0.00025333093810640231 0.00034924446480571163 0.00035857909808691509 -0.00030943103992736885 -8.0447145838043109e-05 0.00026364667656804993 0.00012831401511498579
leaf_weight=0.0011252526987386886 0.0010122069003378016 0.0010333264087675903 0.0010094363914254774 0.0016395600481375074 0.0011713673403420002 0.001206219922097183 0.001002006994428825
leaf_count=225 755 396 204 1703 234 277 116
internal_value=0 2.82791e-05 -1.80822e-05 3.43341e-05 -7.05844e-05 9.41218e-05 0.000243872
internal_weight=0 0.00818717 0.00715384 0.00602859 0.00401715 0.00237759 0.00201144
internal_count=3910 3155 2759 2534 2214 511 320
is_linear=0
shrinkage=0.00196078


Tree=9033
num_leaves=7
num_cat=0
split_feature=133 160 151 2 12 16
split_gain=8.89971e-06 2.88272e-05 1.79135e-05 3.28775e-05 3.93553e-05 1.99343e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0088999999999999982 0.086545000000000025 0.092365000000000017 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.0086163343309563021 -0.013102138739290163 -0.0097678527383207869 -0.0061756561703608355 0.027542940670641482 -0.0058094570189478542 0.008392364175699463
leaf_weight=0.0010450725971498402 0.0016137988004589418 0.0010780899719576029 0.001845393424704897 0.0011091260496268419 0.0010001546774160291 0.0010659196264431537
leaf_count=604 1086 392 793 233 461 341
internal_value=0 -0.00121719 0.00192774 0.00443918 0.0106084 0.0181579
internal_weight=0 0.00771248 0.00609868 0.00502059 0.0031752 0.00217505
internal_count=3910 3306 2220 1828 1035 574
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=8
num_cat=0
split_feature=160 49 49 48 13 0 12
split_gain=1.93707e-05 2.59682e-05 3.38704e-05 4.79608e-05 3.02829e-05 2.61685e-05 3.0468e-05
threshold=-0.081069999999999989 0.092185000000000017 -0.081629999999999994 0.085845000000000019 -0.083924999999999986 -0.053834999999999994 0.088590000000000016
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=0.00013095835967990622 0.00014329102594833092 0.00017533438763205823 0.00010734898143719241 -0.00059778294724779674 -0.0003099797791705318 -0.00048755447871794762 0.00013621525155909733
leaf_weight=0.0013773210006892437 0.0011674345022328518 0.0010001103689493722 0.0013728466426582491 0.0010707632489557351 0.0013972652235939725 0.0010950138122653558 0.0010163520313440039
leaf_count=815 246 437 564 270 548 337 693
internal_value=0 -0.000120525 -0.000162084 -0.000221979 -0.000139545 -0.000236149 -0.000122091
internal_weight=0 0.00811979 0.00711968 0.00595224 0.00488148 0.00350863 0.00241362
internal_count=3910 3095 2658 2412 2142 1578 1241
is_linear=0
shrinkage=0.00196078


Tree=9035
num_leaves=7
num_cat=0
split_feature=50 42 47 1 43 3
split_gain=1.75133e-05 2.64e-05 3.1214e-05 3.55464e-05 2.50192e-05 4.35727e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.077065000000000008 0.10031000000000002 -0.077544999999999989 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00023032155764295896 -0.00024823904191016504 0.0002857410363895602 -0.0001568919045396934 0.00041504039843808356 -0.00037548174801575518 0.00014339702130979984
leaf_weight=0.0013059675010710847 0.001009212692346711 0.0011955268808626937 0.0017041388254871864 0.0014076955837919779 0.0010118486205554747 0.0016158592129765781
leaf_count=862 755 481 338 594 739 141
internal_value=0 2.54194e-05 7.35789e-05 0.000148662 5.05828e-05 -5.64071e-05
internal_weight=0 0.00824104 0.00693507 0.00523093 0.00382323 0.00262771
internal_count=3910 3155 2293 1955 1361 880
is_linear=0
shrinkage=0.00196078


Tree=9036
num_leaves=8
num_cat=0
split_feature=50 160 49 133 52 4 47
split_gain=2.89395e-05 3.79957e-05 4.27379e-05 2.91684e-05 5.78537e-05 7.89413e-05 3.63726e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081629999999999994 0.086895000000000014 0.048490000000000012 0.0057500000000000008 0.09252500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00030046501078632911 -0.00032447063242550057 0.00032333727140110177 -0.00062641333135358577 -0.00039469387842447779 0.00031378543912808477 0.00026783099023023021 -0.00020931226310663676
leaf_weight=0.0015982644001680127 0.001001204149727688 0.001081360808910292 0.0010218226485315669 0.0010635416959016864 0.0013197048986494453 0.0011921842788706995 0.0012670442492619686
leaf_count=804 715 215 599 537 583 332 125
internal_value=0 2.78807e-05 -3.48437e-05 -0.000100891 -3.58034e-05 -0.000168336 2.19971e-05
internal_weight=0 0.00854392 0.00694566 0.0058643 0.00480076 0.00348105 0.00245923
internal_count=3910 3195 2391 2176 1639 1056 457
is_linear=0
shrinkage=0.00196078


Tree=9037
num_leaves=8
num_cat=0
split_feature=50 133 160 16 51 4 47
split_gain=2.53083e-05 3.13551e-05 3.60883e-05 3.40169e-05 6.00788e-05 3.27333e-05 4.89822e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.011450000000000002 -0.07742499999999998 0.05309500000000001 0.09252500000000001
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=-0.00015789005591003005 -0.00029872879480871602 -0.00026941642769186171 -0.00024577776278946546 -1.0510171299389296e-05 0.00065157336384535252 0.00046863064529794224 -0.00012171814651815422
leaf_weight=0.0018913555423169968 0.0010138124017602295 0.0011666225892812028 0.001127850543195418 0.0010026994015460077 0.0011105368379943044 0.0011653516847776829 0.0010075368471398891
leaf_count=1157 731 617 314 289 324 376 102
internal_value=0 2.90851e-05 7.67542e-05 0.00013564 0.000337424 3.0721e-05 0.000194894
internal_weight=0 0.00847195 0.00730533 0.00617748 0.00211324 0.00406424 0.00217289
internal_count=3910 3179 2562 2248 613 1635 478
is_linear=0
shrinkage=0.00196078


Tree=9038
num_leaves=8
num_cat=0
split_feature=50 16 160 2 16 3 52
split_gain=6.14163e-05 5.035e-05 6.36785e-05 3.83054e-05 6.68737e-05 3.06819e-05 2.82706e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.054789999999999998 0.085255000000000011 -0.09601999999999998 0.090325000000000003 0.090640000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.0001709070249623846 -0.00047003733396373788 0.00059623724872695191 -0.00010020238490695988 0.00019215290265980537 -0.00061693509190745928 -0.00025894861779284667 0.00030911809540111652
leaf_weight=0.0014580311113976769 0.0010153157389238719 0.0011321789114324796 0.0018174290614385671 0.0012156361241992023 0.001061711001256958 0.0011080855448599859 0.0010088476523937981
leaf_count=587 715 480 842 391 665 155 75
internal_value=0 3.92666e-05 0.000203309 -9.48016e-05 -0.000209236 -2.29585e-05 4.59057e-05
internal_weight=0 0.00880192 0.00395846 0.00484346 0.00338543 0.00232372 0.00282628
internal_count=3910 3195 1397 1798 1211 546 917
is_linear=0
shrinkage=0.00196078


Tree=9039
num_leaves=8
num_cat=0
split_feature=50 16 160 2 0 2 43
split_gain=2.21587e-05 2.74003e-05 4.05586e-05 3.34496e-05 3.8557e-05 2.91475e-05 2.13236e-05
threshold=0.084340000000000012 -0.014099999999999998 -0.054789999999999998 0.113945 -0.17106499999999999 0.085255000000000011 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00033248435406201405 -0.0002807481728066603 0.00048023783318914182 0.00019247653303439461 -0.00038634699263284948 9.0630774132961488e-05 -0.00033026854685960587 -0.00015931087613913709
leaf_weight=0.0010467705134568632 0.0010038761658960295 0.0010462360862542844 0.0013866736144110292 0.0010213888311423084 0.0012952813438405874 0.0012363472306851561 0.0012684347340438107
leaf_count=107 731 479 448 304 564 809 468
internal_value=0 2.7678e-05 0.00015326 -7.33751e-05 1.5957e-05 -0.00011492 2.44158e-05
internal_weight=0 0.00830113 0.00370134 0.00459979 0.0035784 0.00253163 0.00265511
internal_count=3910 3179 1395 1784 1480 1373 916
is_linear=0
shrinkage=0.00196078


Tree=9040
num_leaves=8
num_cat=0
split_feature=51 484 150 15 16 43 43
split_gain=9.27158e-06 2.32287e-05 2.93478e-05 2.83023e-05 2.72264e-05 2.39832e-05 2.59153e-05
threshold=0.08955500000000001 0.073820000000000011 0.082085000000000019 -0.035939999999999993 -0.071799999999999989 -0.083899999999999988 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7
right_child=-2 -3 -4 5 -6 6 -8
leaf_value=-0.023892778759013168 -0.0086080210784565542 0.015283037734285632 0.013934526510217369 0.013575441248671549 -0.0012929713581762837 -0.01414999911734325 0.0069993376883307357
leaf_weight=0.001107049185864318 0.0011268706344283114 0.0010045636446969243 0.0010963699443719329 0.001131242223917021 0.0010281314922972237 0.0012287003066243957 0.0010963529446959626
leaf_count=439 487 456 314 390 554 935 335
internal_value=0 0.00110435 -0.00102539 -0.00395872 -0.0130105 0.00163318 -0.00417727
internal_weight=0 0.00769241 0.00668785 0.00559148 0.00213518 0.0034563 0.00232505
internal_count=3910 3423 2967 2653 993 1660 1270
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=6
num_cat=0
split_feature=1 4 150 1 3
split_gain=8.75866e-06 2.94394e-05 2.03488e-05 2.66969e-05 1.80076e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0045590976760959334 -0.012143472033153503 -0.01351559381254005 0.013862099539863067 0.012157934985839711 -0.004744907674922823
leaf_weight=0.0019257679656709487 0.001386398536683714 0.0016936356265402448 0.0012106584157511877 0.0014997329370185872 0.0010871940420038768
leaf_count=630 706 1579 348 454 193
internal_value=0 -0.00389863 0.00251189 -0.00094648 0.00505427
internal_weight=0 0.0036194 0.00518398 0.00397333 0.00258693
internal_count=3910 2209 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=8
num_cat=0
split_feature=50 4 16 42 51 52 13
split_gain=3.96246e-05 3.37943e-05 3.79529e-05 2.84812e-05 3.7964e-05 3.02173e-05 5.17712e-05
threshold=0.086465000000000014 0.28937500000000005 -0.30307999999999996 -1.0000000180025095e-35 -0.032189999999999989 -0.031409999999999993 -0.032264999999999995
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=-0.00036123043332981402 -0.00037106534825621842 0.00036338893160702955 -0.00021315131824213614 -0.00022696554632514022 -1.7404422070486744e-05 2.6664678030650696e-05 0.00057214076310969106
leaf_weight=0.0010092619226205928 0.0010113177025551879 0.0010813466547348683 0.0013065464514036285 0.0010408431708174371 0.0016690195004577147 0.0012504861746789955 0.0014384738115217313
leaf_count=210 715 396 783 514 476 691 125
internal_value=0 3.87621e-05 -6.74028e-06 4.6616e-05 0.000109481 0.000189837 0.00031847
internal_weight=0 0.00879598 0.00771463 0.00670537 0.00539882 0.00435798 0.00268896
internal_count=3910 3195 2799 2589 1806 1292 816
is_linear=0
shrinkage=0.00196078


Tree=9043
num_leaves=8
num_cat=0
split_feature=50 4 16 151 15 0 52
split_gain=3.62704e-05 4.23403e-05 3.15552e-05 3.1377e-05 4.6793e-05 5.39532e-05 2.97822e-05
threshold=0.086465000000000014 0.28937500000000005 -0.27337499999999998 -0.0074049999999999993 -0.07142999999999998 -0.081964999999999996 0.089785000000000018
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=-0.00031044236534390982 -0.00035705491812649761 0.00040079949744642956 0.00031714615545048422 -0.00037037180746027614 0.00041889739597659212 -0.00027347543267172247 0.0001374820821620033
leaf_weight=0.0011737562595194742 0.0010031633467526791 0.0010757502185016572 0.0012557055648975126 0.0011845710812308065 0.0012088129546145715 0.0014324647187945975 0.0012872416706316964
leaf_count=225 715 396 442 475 681 634 342
internal_value=0 3.68848e-05 -1.50182e-05 3.94278e-05 -2.8776e-05 7.42258e-05 -7.89685e-05
internal_weight=0 0.0086183 0.00754255 0.0063688 0.00511309 0.00392852 0.00271971
internal_count=3910 3195 2799 2574 2132 1657 976
is_linear=0
shrinkage=0.00196078


Tree=9044
num_leaves=8
num_cat=0
split_feature=50 15 16 160 48 52 4
split_gain=3.55769e-05 5.30828e-05 4.50049e-05 4.61293e-05 3.70305e-05 3.98648e-05 0.000102163
threshold=0.086465000000000014 -0.15202999999999997 -0.30307999999999996 -0.026849999999999995 0.087770000000000015 0.071660000000000015 0.0021050000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00045050894999464693 -0.00034858217233085949 -0.00035770158067125878 0.00036913624426098481 -0.00071132390981127897 0.00027470922641781515 0.00012035088208482242 6.7928557408328442e-05
leaf_weight=0.0010312018175804407 0.0010558269021527901 0.0012892132454754603 0.0013309343151350394 0.0011464523055195253 0.0011425691075381949 0.0016063623804099189 0.001484309162297957
leaf_count=413 715 298 616 693 270 666 239
internal_value=0 3.18056e-05 -2.21665e-05 4.22949e-05 -3.85655e-05 -0.000123042 -0.00027166
internal_weight=0 0.00903104 0.00799984 0.00671063 0.00537969 0.00423712 0.00263076
internal_count=3910 3195 2782 2484 1868 1598 932
is_linear=0
shrinkage=0.00196078


Tree=9045
num_leaves=8
num_cat=0
split_feature=50 4 16 160 2 52 4
split_gain=1.59628e-05 3.35825e-05 2.92387e-05 2.82762e-05 1.96408e-05 4.55759e-05 6.13641e-05
threshold=0.084340000000000012 0.28937500000000005 -0.27337499999999998 -0.026849999999999995 0.10137500000000001 0.071660000000000015 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00031192456010628919 -0.00023655730048761516 0.00035176733141558769 0.00029596697442150881 -0.00043245965633808767 -0.00025134220434113466 0.00035317248456902701 0.00017906108611920047
leaf_weight=0.0011391076777206724 0.0010153205828012145 0.0010496143756598807 0.0012302419410078905 0.0012099897023406187 0.0012268819021561041 0.0011793231265108885 0.0013181877498923797
leaf_count=225 731 396 633 655 459 645 166
internal_value=0 2.38129e-05 -2.33173e-05 3.0012e-05 -3.6296e-05 3.48669e-05 -0.000113614
internal_weight=0 0.00835335 0.00730373 0.00616462 0.00493438 0.0037075 0.00252818
internal_count=3910 3179 2783 2558 1925 1466 821
is_linear=0
shrinkage=0.00196078


Tree=9046
num_leaves=8
num_cat=0
split_feature=50 133 160 16 52 2 4
split_gain=2.55695e-05 3.28763e-05 5.21556e-05 2.96718e-05 8.05133e-05 4.86923e-05 5.10885e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 -0.010344999999999998 -0.072349999999999984 0.085255000000000011 0.17888000000000001
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=0.00031603041262393287 -0.00030026374639453591 -0.00027704676056443601 -0.00031225513637970858 -1.0552532335021633e-05 0.00067169356390754914 -0.00047235936421542984 0.00014100844423515778
leaf_weight=0.0013750361874126458 0.0010128422562434734 0.0011596190829797435 0.001111800778819865 0.0014407389115494312 0.0012351941353025981 0.0010222512774629665 0.0010670489855066515
leaf_count=525 731 617 314 513 396 572 242
internal_value=0 2.95042e-05 7.85223e-05 0.000149279 0.000304368 2.94851e-05 -0.0001591
internal_weight=0 0.00841169 0.00725207 0.00614027 0.00267593 0.00346434 0.0020893
internal_count=3910 3179 2562 2248 909 1339 814
is_linear=0
shrinkage=0.00196078


Tree=9047
num_leaves=7
num_cat=0
split_feature=13 48 1 16 48 2
split_gain=9.02359e-06 2.02409e-05 2.67931e-05 4.30888e-05 2.80331e-05 3.70103e-05
threshold=-0.23438999999999996 0.10911000000000001 0.11198000000000001 -0.19424999999999998 0.083775000000000002 0.084235000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0082618828359030845 -0.020210111976141587 -0.014553157826285208 0.013255087329742975 0.0096324356585364788 0.014417413262061196 -0.012772072640159081
leaf_weight=0.0011208487107451275 0.0010960508459808838 0.0010081480797314163 0.0013469287150834576 0.0012819151470872345 0.0012778914524961414 0.0017355275078270774
leaf_count=210 271 199 394 786 425 1625
internal_value=0 -0.00133788 0.000639317 -0.00251248 0.00200347 -0.00325385
internal_weight=0 0.00774646 0.00673831 0.00539138 0.00429533 0.00301744
internal_count=3910 3700 3501 3107 2836 2411
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=7
num_cat=0
split_feature=49 160 49 1 2 13
split_gain=9.46704e-06 2.02725e-05 3.66102e-05 3.11979e-05 2.21297e-05 2.57247e-05
threshold=0.10251500000000001 -0.064339999999999994 -0.081629999999999994 0.10884000000000001 0.096750000000000017 -0.0038299999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0093389532748872784 0.0090250076167717411 0.013248239380234422 -0.0096105114551309385 -0.020829313662918503 -0.013104392147219377 0.010418788694347281
leaf_weight=0.0014620016173215612 0.0010050924769795201 0.001060842709368408 0.001062862124158896 0.0012619700966909264 0.0013824707626666406 0.00161647205944904
leaf_count=895 408 236 1092 384 474 421
internal_value=0 -0.00128304 -0.00371535 -0.0070956 -0.00282865 0.00247339
internal_weight=0 0.00784662 0.00638462 0.00532378 0.0040618 0.00267933
internal_count=3910 3502 2607 2371 1987 1513
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=7
num_cat=0
split_feature=133 160 4 42 12 160
split_gain=9.40575e-06 2.96003e-05 1.92541e-05 2.87676e-05 3.71794e-05 3.66931e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.25367000000000006 0.091230000000000019 0.085945000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0087783997325483754 -0.01329009489170146 0.013237830773120235 0.013618877486113588 0.014340880368773325 -0.017168106618359765 -0.011055603491786765
leaf_weight=0.0010508769764472573 0.0016284947929707918 0.001443598129409559 0.0011372745050683497 0.0010049251073291675 0.0014806491344663132 0.0010920800007743038
leaf_count=604 1086 339 338 461 792 290
internal_value=0 -0.00130042 0.00187 -0.000791023 -0.00457718 0.002775
internal_weight=0 0.00778702 0.00615853 0.00502125 0.00401633 0.00253568
internal_count=3910 3306 2220 1882 1421 629
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=8
num_cat=0
split_feature=50 133 160 52 4 3 0
split_gain=2.17546e-05 2.53208e-05 5.23417e-05 3.31539e-05 5.67996e-05 7.15972e-05 4.46023e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.071660000000000015 -0.032604999999999995 -0.055684999999999991 -0.14012999999999998
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=-0.00035742686747255081 -0.00027709025582527174 -0.00024087885901713952 -0.0003217671587832585 0.00037461947221669535 0.00053460073430827075 0.00020905260258623223 -0.00034519073877573437
leaf_weight=0.0010149320005196417 0.0010262102878621825 0.0011855581579468073 0.001123088012774047 0.0016685117607071216 0.001301574284484856 0.0012269067266863852 0.0010242680992878846
leaf_count=464 731 617 314 797 522 187 278
internal_value=0 2.50545e-05 6.78956e-05 0.000138071 5.16627e-05 0.000168529 -4.31241e-05
internal_weight=0 0.00854484 0.00735928 0.00623619 0.00456768 0.00355275 0.00225117
internal_count=3910 3179 2562 2248 1451 987 465
is_linear=0
shrinkage=0.00196078


Tree=9051
num_leaves=7
num_cat=0
split_feature=13 47 4 12 151 1
split_gain=9.83394e-06 2.01595e-05 2.42483e-05 2.05682e-05 2.6685e-05 4.59398e-05
threshold=-0.23438999999999996 0.10887000000000001 0.24280000000000004 0.091555000000000011 -0.0074049999999999993 0.079945000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.0086608161610406322 0.014914900667979592 -0.01421684587817853 0.013289493486154337 -0.01460668763588277 0.0081653842737705144 -0.015361695743681049
leaf_weight=0.0011197215093219515 0.0010288657395805768 0.0010542084518892656 0.0012386826695776204 0.001074532971862014 0.0016714137876596585 0.0016485519753413834
leaf_count=210 437 219 413 1026 1058 547
internal_value=0 -0.00136761 0.000665668 -0.00221758 0.000843586 -0.00351715
internal_weight=0 0.00771626 0.00666205 0.00542336 0.00434883 0.00331997
internal_count=3910 3700 3481 3068 2042 1605
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=7
num_cat=0
split_feature=13 48 1 16 48 2
split_gain=7.97346e-06 1.65341e-05 2.45329e-05 3.67797e-05 2.26056e-05 3.14776e-05
threshold=-0.23438999999999996 0.10911000000000001 0.11198000000000001 -0.19424999999999998 0.083775000000000002 0.084235000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0078006075070554863 -0.018889268787123867 -0.013227682319495766 0.01268900252179698 0.0088599814433552269 0.012893742474848922 -0.011818767378339761
leaf_weight=0.0011189234072691559 0.0010867985859193893 0.0010000687195183206 0.0013347332953832095 0.0012822952933616283 0.0012708590595729196 0.0017282903219936346
leaf_count=210 271 199 394 786 425 1625
internal_value=0 -0.00123328 0.000556258 -0.00246037 0.00170993 -0.00301109
internal_weight=0 0.00770305 0.00670298 0.00536824 0.00428144 0.00301059
internal_count=3910 3700 3501 3107 2836 2411
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=6
num_cat=0
split_feature=0 43 160 16 0
split_gain=8.31823e-06 2.59361e-05 2.54856e-05 4.46431e-05 4.09877e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.041025000000000006 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012104972892748833 0.0059746595271225012 -0.01081608545697618 -0.011828083290962677 0.022285596722731883 0.012808579133610659
leaf_weight=0.0017695811939376048 0.0018047050849094659 0.0017544742074626887 0.0010747688498970289 0.0011420712473328709 0.0012630773094579463
leaf_count=1184 446 367 283 484 1146
internal_value=0 -0.00163904 0.00189916 0.00544603 -0.000927347
internal_weight=0 0.00700397 0.00523439 0.00415962 0.00301755
internal_count=3910 3464 2280 1997 1513
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=7
num_cat=0
split_feature=4 16 52 16 15 15
split_gain=8.07258e-06 2.2368e-05 3.58417e-05 4.57741e-05 4.30591e-05 5.08735e-05
threshold=0.25367000000000006 -0.19424999999999998 0.10433000000000002 0.26760500000000004 -0.0063699999999999989 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.015077838913454659 0.006165597942539471 -0.0090883151959598278 0.017951656817837097 -0.021435129380437547 0.027998253945015296 -0.002603264554980075
leaf_weight=0.001042136278015646 0.0016792536048955992 0.0018445969541877718 0.0010128050368128074 0.0010331007509217487 0.0010178058936271641 0.0011651698196648778
leaf_count=163 534 980 562 415 223 1033
internal_value=0 -0.00154267 0.000779808 -0.00265684 0.00215993 0.0116646
internal_weight=0 0.00711561 0.00607348 0.00506067 0.00402757 0.00218298
internal_count=3910 3376 3213 2651 2236 1256
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=7
num_cat=0
split_feature=51 457 42 13 16 16
split_gain=8.17379e-06 2.00582e-05 2.74938e-05 2.55404e-05 3.25438e-05 2.17112e-05
threshold=0.08955500000000001 0.082335000000000005 -0.087904999999999983 -0.091229999999999992 -0.057604999999999996 0.064860000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.013719502645850158 -0.0080171976140404298 0.014290275619616774 0.0054406901273018164 -0.020039491237403263 0.0096094145686739015 -0.010694511159883756
leaf_weight=0.0010800800740752674 0.0011261669890231928 0.0010029141618303284 0.0019691199415870614 0.0014897006625186455 0.0010342945500793053 0.0010730225017929712
leaf_count=421 487 279 463 1023 706 531
internal_value=0 0.00110785 -0.000881373 -0.0037146 -0.00872649 -0.00072912
internal_weight=0 0.00764913 0.00664622 0.00556614 0.00359702 0.00210732
internal_count=3910 3423 3144 2723 2260 1237
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=7
num_cat=0
split_feature=50 42 47 1 43 3
split_gain=1.92803e-05 2.69141e-05 2.5652e-05 3.7847e-05 3.50012e-05 3.63086e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.077065000000000008 0.10031000000000002 -0.077544999999999989 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00022593659565597445 -0.00025734558900982672 0.0003155628772546941 -0.00013089962786471377 0.00041609266914181359 -0.00036770492277347569 9.8836263331475779e-05
leaf_weight=0.0013653671060981695 0.0010339531263201295 0.0012411320511890979 0.0017589825338507423 0.001422757628402313 0.0010481896465855877 0.0016523296882058336
leaf_count=867 731 487 346 596 742 141
internal_value=0 2.62469e-05 7.45838e-05 0.000141962 4.30126e-05 -8.22488e-05
internal_weight=0 0.00848876 0.00712339 0.00536441 0.00394165 0.00270052
internal_count=3910 3179 2312 1966 1370 883
is_linear=0
shrinkage=0.00196078


Tree=9057
num_leaves=8
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split_feature=42 43 13 150 4 4 4
split_gain=7.84806e-06 1.67324e-05 2.85866e-05 2.63817e-05 2.5651e-05 4.88305e-05 2.19376e-05
threshold=-1.0000000180025095e-35 -0.074254999999999988 -0.075169999999999987 0.083205000000000015 -1.0000000180025095e-35 0.24280000000000004 -0.23071499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.0068150753831275586 -0.0031787018213422129 -0.0079013133512890171 0.02029912706782816 0.012691368908863285 -0.028135313319108308 0.0021210652808838592 0.012515961687426439
leaf_weight=0.0014382633807885634 0.0010108902814328106 0.0010216445561509902 0.001064984323008133 0.0010214287924885596 0.0010620694678156026 0.0010715924516154893 0.0010852849153699527
leaf_count=1060 804 229 334 221 278 229 755
internal_value=0 0.00126338 0.00886611 -0.0017359 -0.00521099 -0.0129396 0.00261568
internal_weight=0 0.00733789 0.00207587 0.00526202 0.00424059 0.00213366 0.00210693
internal_count=3910 2850 1138 1712 1491 507 984
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=7
num_cat=0
split_feature=49 2 457 3 3 52
split_gain=8.03562e-06 2.03114e-05 1.86224e-05 5.46548e-05 4.78694e-05 2.80162e-05
threshold=0.10228500000000001 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.075954999999999981 0.048490000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.020261796191061717 0.0083775558609909349 0.0096746201150346069 0.0081108166230485328 -0.025329436754095647 0.012437875343886046 0.0013142685775552724
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leaf_count=1134 414 499 250 162 605 846
internal_value=0 -0.00114308 -0.00356313 -0.00607916 -0.000635974 -0.00964052
internal_weight=0 0.00775856 0.00634019 0.005216 0.00406624 0.00240785
internal_count=3910 3496 2997 2747 2585 1980
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=7
num_cat=0
split_feature=50 42 51 16 48 13
split_gain=1.89066e-05 3.13401e-05 2.67513e-05 3.7948e-05 4.74513e-05 4.26787e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.084905000000000022 -0.037444999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 5 -6 -7
leaf_value=-0.00025130063677924032 -0.00025947102542434069 -0.00021373126627908837 0.00020265724685834959 1.6297932189803847e-05 -0.00030497791835058639 0.00047782571649068007
leaf_weight=0.0013362535522832997 0.001015321111418179 0.0010407949822567623 0.0014984800442228987 0.0013698260911454057 0.0013419580965159188 0.0017601558471745777
leaf_count=867 731 480 529 862 146 295
internal_value=0 2.39032e-05 7.63538e-05 0.000126923 -3.71738e-05 0.00027584
internal_weight=0 0.00834747 0.00701122 0.00597042 0.00284044 0.00312998
internal_count=3910 3179 2312 1832 675 1157
is_linear=0
shrinkage=0.00196078


Tree=9060
num_leaves=7
num_cat=0
split_feature=13 47 42 160 4 1
split_gain=8.52533e-06 1.55033e-05 2.28361e-05 3.3828e-05 3.61588e-05 3.08199e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.074650000000000008 0.089455000000000021
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0081406684425175367 -0.012723183496419944 -0.012582494488143326 -0.010313323647032902 0.010507349471449398 0.022976677867663352 -0.010067036532927046
leaf_weight=0.0011082034128465914 0.0010843458390321428 0.0010416839881768189 0.0013946368530051512 0.0017532711191044817 0.0011265756114520976 0.001245146809368197
leaf_count=210 1013 219 921 765 291 491
internal_value=0 -0.00124442 0.000544004 0.00315038 0.00770238 0.00196347
internal_weight=0 0.00764566 0.00660398 0.00551963 0.00412499 0.00299842
internal_count=3910 3700 3481 2468 1547 1256
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=7
num_cat=0
split_feature=133 160 42 15 2 15
split_gain=2.03043e-05 3.59141e-05 3.25694e-05 3.51831e-05 3.92455e-05 3.90577e-05
threshold=0.10064500000000001 0.087260000000000018 0.094640000000000016 1.0000000180025095e-35 0.10742000000000002 -0.038029999999999987
decision_type=2 2 2 2 2 2
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leaf_value=1.8950014803054019e-05 -0.00027012466330291553 -0.00028792257853906174 0.00038446529249066023 -0.00022769422712816168 -0.00015706747567386512 0.00045038338070547545
leaf_weight=0.0016715700842764784 0.0010177094529349806 0.0012297201513427111 0.0011048045241791775 0.0016399550234863104 0.0014948181010057899 0.0015593302153738505
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internal_value=0 2.25825e-05 7.36949e-05 1.97586e-05 0.000105632 0.000227173
internal_weight=0 0.0087002 0.00747048 0.00636567 0.00472572 0.0032309
internal_count=3910 3312 2919 2549 1654 1247
is_linear=0
shrinkage=0.00196078


Tree=9062
num_leaves=7
num_cat=0
split_feature=47 13 43 0 52 3
split_gain=9.45869e-06 2.12751e-05 1.18214e-05 2.41813e-05 3.52123e-05 1.39156e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.077544999999999989 -0.10071499999999999 -0.010284999999999997 -0.083604999999999985
decision_type=2 2 2 2 2 2
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leaf_value=-0.012975785979860122 0.007513520485738283 -0.0010417571047827031 -0.0083718591511214423 -0.011894993837723716 0.015743838277812876 0.01536530616546699
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leaf_count=299 290 614 134 1682 220 671
internal_value=0 -0.00148357 0.00102881 -0.00215867 0.0040833 0.0071623
internal_weight=0 0.00736855 0.00604665 0.00397889 0.00242452 0.00206776
internal_count=3910 3620 3321 2036 354 1285
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=7
num_cat=0
split_feature=13 3 13 12 1 0
split_gain=8.9795e-06 1.50784e-05 2.50093e-05 4.36485e-05 2.41581e-05 2.69921e-05
threshold=-0.23438999999999996 0.11265500000000002 -0.017604999999999999 0.088375000000000023 0.10285500000000002 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
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leaf_value=0.0083606421592993339 0.0071888301804054582 -0.012550136430201831 -0.011098626475283287 -0.019813777094069535 0.018103237377963339 0.008026215845364601
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leaf_count=210 1039 138 210 970 373 970
internal_value=0 -0.00127157 0.000478772 -0.0076228 0.00514759 0.000702171
internal_weight=0 0.00763799 0.00661188 0.00241728 0.0041946 0.00312301
internal_count=3910 3700 3562 2009 1553 1180
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=7
num_cat=0
split_feature=50 160 49 1 3 52
split_gain=1.42756e-05 2.3544e-05 2.65744e-05 2.35666e-05 4.34783e-05 5.46472e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081629999999999994 0.11052000000000002 0.094625000000000015 0.048490000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
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leaf_weight=0.0015260442105910852 0.0010157430143607838 0.0010532966332240812 0.0018475694572343943 0.0014225933302456943 0.0011064823269799073 0.0013567844418262416
leaf_count=802 731 215 937 361 112 752
internal_value=0 2.23827e-05 -2.70997e-05 -7.96892e-05 -7.47364e-06 -0.000123188
internal_weight=0 0.00831277 0.00678673 0.00573343 0.00431084 0.00320435
internal_count=3910 3179 2377 2162 1801 1689
is_linear=0
shrinkage=0.00196078


Tree=9065
num_leaves=7
num_cat=0
split_feature=47 49 4 16 16 4
split_gain=8.01415e-06 2.15452e-05 3.64178e-05 2.42014e-05 2.66164e-05 2.63845e-05
threshold=0.10436500000000001 1.0000000180025095e-35 0.15927500000000003 -0.092424999999999993 0.15737500000000001 -0.082054999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.016215660530495443 0.0069218147205717395 -0.014777202983408911 0.016867706379094717 0.019084456662293903 -0.01078019831379786 -0.0011684903941022386
leaf_weight=0.0010630739569419496 0.001387405193459962 0.0010298987112499448 0.0011557014499201075 0.0010231076586359202 0.0013518183190247514 0.0017324408257800481
leaf_count=325 290 751 428 575 324 1217
internal_value=0 -0.00136421 0.00081943 -0.00276769 0.000712925 0.00635123
internal_weight=0 0.00735604 0.00632614 0.00517044 0.00410737 0.00275555
internal_count=3910 3620 2869 2441 2116 1792
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=8
num_cat=0
split_feature=50 160 42 151 2 2 13
split_gain=2.44686e-05 3.79965e-05 2.60979e-05 4.34202e-05 3.94821e-05 3.35388e-05 0.000109115
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.0088999999999999982 0.086545000000000025 0.11230000000000001 -0.075169999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00030369432251860055 -0.00029601458565483012 -0.00030336605279161571 -0.00032299700872349111 -0.00015980003982100392 -7.1846271883388446e-05 -5.1362535408502128e-05 0.0008387743897714068
leaf_weight=0.0015679503879254307 0.0010002215105686255 0.0011554786280100785 0.0011358241541205658 0.0014615804219147953 0.0010209198792758912 0.0010582938418830902 0.0010028661406935833
leaf_count=804 715 766 334 505 248 264 274
internal_value=0 2.84055e-05 -3.47462e-05 1.99039e-05 0.000105622 0.000231491 0.000379402
internal_weight=0 0.00840291 0.00683496 0.00567948 0.00454366 0.00308208 0.00202379
internal_count=3910 3195 2391 1625 1291 786 522
is_linear=0
shrinkage=0.00196078


Tree=9067
num_leaves=9
num_cat=0
split_feature=50 4 12 133 160 49 43 0
split_gain=3.79939e-05 3.10847e-05 2.68218e-05 3.59447e-05 5.7992e-05 3.6335e-05 4.92226e-05 5.92339e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 0.086110000000000006 -0.00064499999999999985 -0.074254999999999988 -0.099864999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00029813190579114932 -0.00036513058091506396 0.00035278118575503574 -9.9824239371304989e-05 -0.0002853943840496454 -0.00031735315333137958 0.00063302704811824776 0.00046693419869835753 -0.0002022865862092193
leaf_weight=0.0010475747749730769 0.0010091535861216422 0.0010520192909127674 0.0011118513478681918 0.0010822943062596914 0.0010057276276151687 0.0011650380474299499 0.0010028374050585246 0.0010315709119991187
leaf_count=307 715 396 277 647 228 347 145 848
internal_value=0 3.72827e-05 -7.2876e-06 4.03239e-05 0.000106625 0.000205529 0.000311644 0.000127598
internal_weight=0 0.00849891 0.00744689 0.00639932 0.00531703 0.0043113 0.00319945 0.00203441
internal_count=3910 3195 2799 2492 1845 1617 1340 993
is_linear=0
shrinkage=0.00196078


Tree=9068
num_leaves=8
num_cat=0
split_feature=50 133 3 3 43 16 52
split_gain=1.90024e-05 2.82986e-05 3.1518e-05 2.59633e-05 2.85415e-05 4.31039e-05 5.08371e-05
threshold=0.084340000000000012 0.090085000000000012 -0.100615 -0.075954999999999981 -0.019509999999999996 -0.19424999999999998 -0.0066199999999999991
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=0.00031469844533218517 -0.00025491343370041901 -0.00025745014067328443 -0.00027752061243212602 0.00035732106984981356 -0.00035845624253469079 -0.00012038508984832649 0.00044484049167118879
leaf_weight=0.0016158103725350042 0.0010265870158615549 0.0011516372798827867 0.0010293643959621282 0.00101361859531123 0.0010082178910925843 0.0014274260229599836 0.0010706551870680839
leaf_count=414 731 617 1090 391 198 284 185
internal_value=0 2.78414e-05 7.3696e-05 3.52215e-06 6.75267e-05 -1.62485e-05 0.000121866
internal_weight=0 0.00831673 0.00716509 0.00554928 0.00451992 0.0035063 0.00249808
internal_count=3910 3179 2562 2148 1058 667 469
is_linear=0
shrinkage=0.00196078


Tree=9069
num_leaves=7
num_cat=0
split_feature=13 16 1 15 48 15
split_gain=8.77491e-06 1.65704e-05 3.48496e-05 6.44256e-05 2.96481e-05 1.99741e-05
threshold=-0.26418499999999995 0.24895000000000003 1.0000000180025095e-35 0.041585000000000004 0.086215000000000014 -0.10312999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0085459710828015931 -0.032103669155323804 0.0099295828212556132 -0.0034372690756791428 0.0030122307584337406 -0.0090253086005270249 0.014028248867799152
leaf_weight=0.0010447791611129824 0.0010022811386652918 0.001136907443088574 0.0010079166092116169 0.0010913375047531884 0.0016137586922658088 0.0018689631091273562
leaf_count=196 831 500 272 933 302 876
internal_value=0 -0.00121891 -0.00314393 -0.0137989 0.0018236 0.00790919
internal_weight=0 0.00772116 0.00658426 0.00209362 0.00449064 0.00287688
internal_count=3910 3714 3214 1764 1450 1148
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=6
num_cat=0
split_feature=2 160 4 0 12
split_gain=9.71001e-06 3.24009e-05 2.03215e-05 1.89641e-05 2.81034e-05
threshold=0.086545000000000025 0.084835000000000008 -0.0010999999999999996 -0.13506999999999997 0.086935000000000012
decision_type=2 2 2 2 2
left_child=2 3 -1 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0043808830538848804 -0.010268729749707108 0.016574269854207704 -0.011868204937725772 0.015688145184061586 -0.0048542125269101623
leaf_weight=0.0014020797613032039 0.001610266106985064 0.0012571553111896602 0.001706341207048227 0.0011110445198887872 0.001662503251624503
leaf_count=1178 326 345 432 565 1064
internal_value=0 0.00242177 -0.00453892 -0.00163677 0.00337477
internal_weight=0 0.00564097 0.00310842 0.00438381 0.00277355
internal_count=3910 2300 1610 1955 1629
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=7
num_cat=0
split_feature=0 16 52 0 151 2
split_gain=8.37162e-06 1.44824e-05 1.96089e-05 4.1287e-05 2.58198e-05 3.96937e-05
threshold=0.10302000000000001 0.061570000000000007 0.090300000000000005 -0.084304999999999977 -0.0088999999999999982 0.086545000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.014149923379194138 0.0078073531010151636 -0.0095758721228267965 -0.011446549314015031 0.019881344884444176 -0.0097763098125503607 0.015226438550489194
leaf_weight=0.0011267011670645852 0.0011749334714160741 0.0016418788832288566 0.0010376073451969217 0.0011909501071553021 0.0011516337048713358 0.001415283235393723
leaf_count=378 210 658 818 862 517 467
internal_value=0 -0.00126566 0.00103829 0.00369039 -0.00153014 0.00400909
internal_weight=0 0.00756405 0.00592218 0.00488457 0.00369362 0.00256692
internal_count=3910 3700 3042 2224 1362 984
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=8
num_cat=0
split_feature=50 42 47 133 43 4 48
split_gain=4.31031e-05 4.57709e-05 4.42941e-05 3.95408e-05 5.4696e-05 6.36153e-05 5.60634e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 0.087850000000000025 0.087330000000000019 -0.071899999999999978 -0.065054999999999988 0.084500000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.00028962411972792749 -0.00039474265941877968 0.00063207410498432358 -0.00018628439864010847 -0.00016055676373438158 -0.00026078971559211588 0.00060888674523745681 3.6374462803715597e-06
leaf_weight=0.0014220121222499474 0.0010150310609410755 0.0011286650650061628 0.0016628193693691545 0.0010739402587512659 0.0010749750006038656 0.0012111463825852451 0.0011443365457272519
leaf_count=875 715 448 295 553 471 388 165
internal_value=0 3.21908e-05 9.49145e-05 0.000177921 0.000257653 0.000134463 0.000314846
internal_weight=0 0.00871789 0.00729588 0.00563306 0.00455912 0.00343046 0.00235548
internal_count=3910 3195 2320 2025 1472 1024 553
is_linear=0
shrinkage=0.00196078


Tree=9073
num_leaves=9
num_cat=0
split_feature=50 156 133 160 16 48 1 0
split_gain=2.53315e-05 4.27299e-05 4.79472e-05 7.17239e-05 7.81601e-05 3.34497e-05 4.72856e-05 2.4875e-06
threshold=0.086465000000000014 0.084090000000000012 0.090085000000000012 0.087260000000000018 0.15100500000000003 0.087035000000000015 1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00014825139731466564 -0.00029731770766883668 -0.00035548944599227676 -0.00029005710279313748 -0.00031971391027414356 0.0006061938978358136 -0.00022539789552453263 0.00043152533078565352 0.00029419848107969189
leaf_weight=0.0010620248592944029 0.0010490987064995976 0.001007560111875268 0.0011868637514054351 0.0011028981457557978 0.0015243535722263323 0.0010014541501351939 0.0010079607668783605 0.0010206033014724272
leaf_count=757 715 518 551 296 274 262 189 348
internal_value=0 2.47994e-05 7.32634e-05 0.000137439 0.00022721 8.60324e-05 0.000186946 0.000362434
internal_weight=0 0.00891372 0.00790616 0.00671929 0.0056164 0.00409204 0.00309059 0.00202856
internal_count=3910 3195 2677 2126 1830 1556 1294 537
is_linear=0
shrinkage=0.00196078


Tree=9074
num_leaves=6
num_cat=0
split_feature=47 0 0 13 43
split_gain=8.76072e-06 1.94664e-05 2.6937e-05 3.89903e-05 3.55591e-05
threshold=0.09550500000000002 -0.22851499999999997 -0.14136999999999997 -0.09547499999999999 -0.083094999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010411787958591061 0.0064030258229572645 -0.018265416315399987 0.013496343907736697 0.0047300564205738855 -0.015549108863444974
leaf_weight=0.0011321968084392368 0.001693291533869868 0.0010696140437425842 0.0013790319039948197 0.0015804346713219402 0.0019092263789139328
leaf_count=126 389 288 325 815 1967
internal_value=0 -0.00160499 -0.00389611 -0.000739282 -0.00636487
internal_weight=0 0.0070705 0.00593831 0.00486869 0.00348966
internal_count=3910 3521 3395 3107 2782
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=6
num_cat=0
split_feature=48 42 43 2 4
split_gain=7.68965e-06 2.10529e-05 2.38374e-05 3.4631e-05 3.41861e-05
threshold=0.091555000000000011 0.086325000000000013 0.0016850000000000001 0.084235000000000018 -0.0040999999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.009026804557091081 0.0056940448749394921 -0.011308837444754728 0.013905019678983249 -0.023754905677408705 0.00046904445659344302
leaf_weight=0.0016436003608663232 0.001839217823401902 0.0016831863564974302 0.0012024330156247005 0.0010143327798308214 0.0013687023834740495
leaf_count=497 483 1301 348 867 414
internal_value=0 -0.00158153 0.00154959 -0.00213998 -0.00984182
internal_weight=0 0.00691225 0.00522907 0.00402664 0.00238304
internal_count=3910 3427 2126 1778 1281
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=7
num_cat=0
split_feature=42 43 3 16 15 16
split_gain=7.67525e-06 1.47797e-05 3.23817e-05 1.67607e-05 1.57077e-05 6.07048e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.080884999999999985 0.061570000000000007 -0.10469999999999999 -0.092424999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0067253292808850881 -0.0035068669054416305 -0.0075239923339402576 0.020988351320026875 -0.012580604080159956 -0.010583107243738725 0.019521134645099161
leaf_weight=0.0014381340014250838 0.0011290227865073158 0.0013384877581542561 0.0010338868265521782 0.0011022445988165446 0.0012363952457369533 0.0014617685424378208
leaf_count=1060 627 296 706 289 278 654
internal_value=0 0.00126723 0.00820203 -0.00165156 0.00133271 0.00572629
internal_weight=0 0.00730181 0.00216291 0.0051389 0.00403665 0.00269816
internal_count=3910 2850 1333 1517 1228 932
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=8
num_cat=0
split_feature=50 4 12 133 160 49 43
split_gain=2.31046e-05 3.41765e-05 3.39101e-05 3.8878e-05 4.41309e-05 4.26107e-05 5.14342e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 0.085065000000000016 -0.00064499999999999985 -0.074254999999999988
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=-0.00034696626736312582 -0.0002852943126633567 0.00036128230055321517 -0.00014369458886412319 -0.00030716258032154693 -0.00025235632023081498 0.00064789143920985354 0.0001218855618822935
leaf_weight=0.0010328940872503948 0.0010027762076905726 0.0010453239902350406 0.0010500228367447064 0.0010516956812081299 0.0010516589906195938 0.0011245743901652713 0.0019610052284574219
leaf_count=306 731 396 271 642 240 341 983
internal_value=0 2.97674e-05 -1.78876e-05 3.65932e-05 0.000106288 0.000197489 0.000313594
internal_weight=0 0.00831718 0.00727185 0.00623896 0.00518726 0.0041356 0.00308558
internal_count=3910 3179 2783 2477 1835 1595 1324
is_linear=0
shrinkage=0.00196078


Tree=9078
num_leaves=6
num_cat=0
split_feature=2 150 0 1 16
split_gain=8.53871e-06 2.51389e-05 3.12894e-05 2.23095e-05 1.93317e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 0.090355000000000005 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.015475901346128449 -0.013227865693610017 0.015470109747200587 0.015377468056961142 0.0021470553600314623 -0.0012807565847936173
leaf_weight=0.0011281548931743497 0.0014436973946017669 0.0011494130479083806 0.0010821123271465114 0.0019775145117090116 0.0019556795547749774
leaf_count=902 301 327 685 708 987
internal_value=0 0.00227671 -0.00110714 -0.0042546 0.00465318
internal_weight=0 0.0056309 0.00448149 0.00310567 0.00303779
internal_count=3910 2300 1973 1610 1672
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=8
num_cat=0
split_feature=50 160 49 133 52 4 1
split_gain=2.98859e-05 4.22299e-05 4.4261e-05 3.48623e-05 4.10129e-05 7.10259e-05 4.44849e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081629999999999994 0.086895000000000014 0.048490000000000012 0.0057500000000000008 0.10884000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00031689919912529881 -0.0003252428380061134 0.00032625633755873528 -0.00057283735695015105 -0.00042047257921414244 0.00026180469722927337 0.00032571286119960151 -0.00019789516612276758
leaf_weight=0.0016151985256735255 0.0010118155332965685 0.0011038453711872034 0.0010370809283118702 0.0010772183164359699 0.0013379621688166411 0.0011302687997954823 0.0013922141832271077
leaf_count=804 715 215 599 537 583 234 223
internal_value=0 3.08137e-05 -3.44656e-05 -0.00010111 -3.08652e-05 -0.000140873 3.6722e-05
internal_weight=0 0.00869379 0.00707859 0.00597474 0.00489753 0.00355956 0.00252248
internal_count=3910 3195 2391 2176 1639 1056 457
is_linear=0
shrinkage=0.00196078


Tree=9080
num_leaves=8
num_cat=0
split_feature=51 484 133 42 43 16 2
split_gain=9.30025e-06 2.28366e-05 2.3665e-05 2.5591e-05 3.00315e-05 5.01255e-05 9.42116e-06
threshold=0.08955500000000001 0.070005000000000012 0.092000000000000012 0.088115000000000013 -0.0037249999999999996 -0.19424999999999998 0.086130000000000012
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
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leaf_weight=0.0010970175040429238 0.0011195305388636504 0.0010007211452686604 0.001023393594910397 0.0014398049357858787 0.0010391114121218702 0.0010240007930430112 0.0010000337213392752
leaf_count=966 487 460 607 600 205 222 363
internal_value=0 0.00120399 -0.000923363 0.00163194 -0.00234498 0.00273961 0.0119053
internal_weight=0 0.00762408 0.00662336 0.00559997 0.00416016 0.00306315 0.00202403
internal_count=3910 3423 2963 2356 1756 790 585
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=7
num_cat=0
split_feature=4 42 0 43 4 16
split_gain=9.32504e-06 2.19749e-05 2.35013e-05 3.06263e-05 2.42731e-05 3.84974e-05
threshold=0.28937500000000005 0.092145000000000019 -0.017269999999999997 -0.084964999999999985 -0.06272999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.016928097373711173 0.0083214941630769743 -0.013964526339108295 0.012792450756436067 -0.010321506498950736 -0.002667806214471085 0.021100423425426236
leaf_weight=0.0010961103380132849 0.0011566692275213159 0.0011630727902965403 0.0013330699613356917 0.0011470917486986702 0.0016889985199116551 0.0011423606543783365
leaf_count=684 426 702 288 754 514 542
internal_value=0 -0.00131889 0.000976465 -0.00212755 0.00195017 0.0069219
internal_weight=0 0.0075707 0.00640763 0.00507456 0.00397845 0.00283136
internal_count=3910 3484 2782 2494 1810 1056
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=6
num_cat=0
split_feature=4 13 0 2 160
split_gain=8.22203e-06 1.59604e-05 2.13697e-05 3.10598e-05 2.77314e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 0.081615000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012033998364366152 0.0062756268455530229 -0.013263042036075931 0.013129963305432743 0.011183840204364809 -0.0083780750666661036
leaf_weight=0.0012004637714301391 0.0016682847120152366 0.0016717784943908018 0.001107654697714208 0.0018896090224970179 0.0011755026191058798
leaf_count=214 534 772 308 1680 402
internal_value=0 -0.00153174 0.000625409 -0.0022986 0.00368164
internal_weight=0 0.00704501 0.00584454 0.00473689 0.00306511
internal_count=3910 3376 3162 2854 2082
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=8
num_cat=0
split_feature=50 15 15 48 3 13 0
split_gain=2.69208e-05 3.31376e-05 2.94545e-05 4.19352e-05 5.24365e-05 3.40843e-05 2.54252e-05
threshold=0.086465000000000014 -0.106555 -0.094449999999999992 0.016865000000000002 0.10666500000000002 -0.032264999999999995 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00026992285522823298 -0.00030906005762153845 -0.00033810189854085066 -0.00039948785955148844 0.00036231910291055583 0.00032720065898475575 -0.0002445672173627521 0.00017951342618832315
leaf_weight=0.0017637286038842308 0.0010039780423222152 0.0010242124929829861 0.0014780959017188554 0.0011263129418753685 0.0010518297638614209 0.0010004100571852986 0.0011901644122887416
leaf_count=599 715 164 1113 319 107 540 353
internal_value=0 3.0172e-05 -3.13698e-05 2.23619e-05 -5.8752e-05 -0.000169407 -1.41593e-05
internal_weight=0 0.00863475 0.00687103 0.00584681 0.0047205 0.00366867 0.00219057
internal_count=3910 3195 2596 2432 2113 2006 893
is_linear=0
shrinkage=0.00196078


Tree=9084
num_leaves=7
num_cat=0
split_feature=13 16 12 1 43 1
split_gain=8.52576e-06 1.67009e-05 3.61105e-05 1.92808e-05 3.51315e-05 2.96506e-05
threshold=-0.26418499999999995 0.22945500000000005 0.092365000000000017 0.10113500000000002 -0.0037249999999999996 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0084659661456777287 -0.016570693205318732 0.0095969593595225007 -0.018657564877900382 0.0099845047465837462 0.014112718649438605 -0.0080353545710864626
leaf_weight=0.0010387457640549675 0.0013183602296345178 0.0012099234394620786 0.0012255694626655787 0.0015007771611236023 0.0012867462918475681 0.0011399416539430677
leaf_count=196 1295 528 857 462 398 174
internal_value=0 -0.00118684 -0.00320304 0.000407567 -0.00343026 0.00370862
internal_weight=0 0.00768132 0.00647139 0.00524583 0.00374505 0.00242669
internal_count=3910 3714 3186 2329 1867 572
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=8
num_cat=0
split_feature=50 4 151 1 47 3 3
split_gain=2.60954e-05 3.46823e-05 2.61807e-05 2.92666e-05 4.05705e-05 3.53937e-05 3.20628e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 -0.032959999999999996 -0.100615
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00023416991524036174 -0.00029961584360782898 0.00036280883999896329 0.00015969530932061229 -0.00047584167496919416 1.7737076691114606e-05 0.0003164623761647957 -0.00031178704389787291
leaf_weight=0.0013161317179220464 0.0010259917262875175 0.0010620598108718703 0.0010090753571086475 0.0012852849449660401 0.0012757970867255442 0.0012127762652092405 0.001231070270500403
leaf_count=454 731 396 197 467 171 160 1334
internal_value=0 3.16569e-05 -1.63236e-05 -7.11427e-05 -0.000229967 4.66593e-05 -9.94074e-05
internal_weight=0 0.0083922 0.00733014 0.006014 0.00256108 0.00345292 0.00224015
internal_count=3910 3179 2783 2329 638 1691 1531
is_linear=0
shrinkage=0.00196078


Tree=9086
num_leaves=8
num_cat=0
split_feature=50 133 160 16 51 4 15
split_gain=1.6545e-05 2.3645e-05 3.47145e-05 3.35373e-05 4.45198e-05 3.67754e-05 2.31206e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.011450000000000002 -0.070859999999999992 0.05309500000000001 -0.10312999999999999
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=-0.00018420724322129912 -0.00024429014493025219 -0.00024045748606871196 -0.0002585249667980953 3.0999551192844059e-05 0.00061044695721179372 -6.3492979615693011e-06 0.00040517811813457365
leaf_weight=0.0018584354637094188 0.0010129784587145458 0.0011428255242984771 0.0010894462477187058 0.0010006813067318034 0.0010391747228620869 0.0010756964192491819 0.0010250498414364788
leaf_count=1170 731 617 300 298 316 255 223
internal_value=0 2.12715e-05 6.34682e-05 0.000121943 0.000326191 1.67107e-05 0.000194454
internal_weight=0 0.00823131 0.00708848 0.00599904 0.00203986 0.00395918 0.00210075
internal_count=3910 3179 2562 2262 614 1648 478
is_linear=0
shrinkage=0.00196078


Tree=9087
num_leaves=7
num_cat=0
split_feature=51 4 42 0 0 16
split_gain=7.67119e-06 1.81351e-05 3.04297e-05 2.37397e-05 5.17094e-05 1.80217e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 -0.10071499999999999 -0.095609999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-6.7679807589260792e-05 -0.0077700390312762371 0.013503239181940347 -0.012351910917827037 0.015438280715505435 -0.015103494460104267 0.018049853638557083
leaf_weight=0.0010980758445899659 0.0011202191798084897 0.0010197562822103785 0.0016999532906278201 0.0011940326736714982 0.001498452150363963 0.0010980478974849676
leaf_count=172 487 404 1136 232 1276 203
internal_value=0 0.00109348 -0.000827258 0.0031803 -0.000781301 0.00899097
internal_weight=0 0.00760832 0.00658856 0.00488861 0.00369458 0.00219612
internal_count=3910 3423 3019 1883 1651 375
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=7
num_cat=0
split_feature=50 133 3 15 52 15
split_gain=1.72834e-05 2.4598e-05 3.44552e-05 2.42247e-05 2.96311e-05 4.50358e-05
threshold=0.083475000000000008 0.090085000000000012 -0.100615 -0.106555 -0.068164999999999989 -0.0089749999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00032376889933432397 -0.00024884295653475097 -0.00024483540655452355 0.00024850987549450518 0.00011815719934624379 -0.0005285895679499387 7.009746714251882e-06
leaf_weight=0.0015663280439376483 0.0010003160582502764 0.0011248591462855962 0.0011347564740922514 0.0018007052943179581 0.0010204853295245027 0.0014774407133265972
leaf_count=414 735 617 409 584 340 811
internal_value=0 2.42999e-05 6.75501e-05 -6.31226e-06 -7.35804e-05 -0.0002118
internal_weight=0 0.00812458 0.00699972 0.00543339 0.00429863 0.00249793
internal_count=3910 3175 2558 2144 1735 1151
is_linear=0
shrinkage=0.00196078


Tree=9089
num_leaves=7
num_cat=0
split_feature=50 133 160 16 2 0
split_gain=2.27921e-05 3.28612e-05 4.4694e-05 3.05274e-05 2.95421e-05 4.7508e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 0.05259500000000001 0.10796500000000002 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00043560271021007222 -0.00028129782700218582 -0.0002779868391538068 -0.00028741059825026203 0.00035001236548153492 -0.00020258405091223201 -6.7004935116486995e-05
leaf_weight=0.001307471066375473 0.001027490461366143 0.0011594575802226373 0.0010916524669449387 0.0018939560672287439 0.0012489286663075372 0.0016176124221173737
leaf_count=255 731 617 314 554 321 1118
internal_value=0 2.82457e-05 7.78383e-05 0.000143548 4.98649e-05 0.000157654
internal_weight=0 0.00831908 0.00715962 0.00606797 0.00417401 0.00292508
internal_count=3910 3179 2562 2248 1694 1373
is_linear=0
shrinkage=0.00196078


Tree=9090
num_leaves=7
num_cat=0
split_feature=4 151 15 12 42 16
split_gain=2.31563e-05 2.58867e-05 6.09761e-05 3.66901e-05 5.17142e-05 4.82334e-05
threshold=0.24280000000000004 -0.0074049999999999993 -0.075094999999999981 0.088325000000000015 0.084685000000000024 -0.0017249999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.00019072703610558718 0.00018630846776120736 -0.00051654541599119785 0.00010614555695332261 -0.00010199025520228296 0.00046382210064589181 -0.00042206394209418898
leaf_weight=0.0013708334665066555 0.0019377019199323473 0.0011423311061585497 0.0012445943678700358 0.0013707534725197793 0.0011355129364490877 0.0014263900942661147
leaf_count=569 549 654 654 558 622 304
internal_value=0 -5.35287e-05 -0.000106512 -1.60408e-05 0.000154362 -0.000175935
internal_weight=0 0.00769042 0.00631958 0.00517725 0.00250627 0.00267098
internal_count=3910 3361 2792 2138 1180 958
is_linear=0
shrinkage=0.00196078


Tree=9091
num_leaves=8
num_cat=0
split_feature=50 133 160 3 2 3 4
split_gain=2.36132e-05 3.2387e-05 3.94317e-05 2.71516e-05 3.00853e-05 4.51622e-05 6.99239e-05
threshold=0.086465000000000014 0.090085000000000012 0.087260000000000018 -0.100615 0.10705000000000002 0.084925000000000014 0.0082450000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00036624135225169516 -0.00028946195738073982 -0.00027336971750189376 -0.00026095796996176469 -0.00031466312182268076 -0.00018882887841139239 0.00047484547176167974 0.00036916665392399377
leaf_weight=0.0014996696074477704 0.0010118910022385895 0.0011883276772076011 0.0011358276838355774 0.001245242355398172 0.0013139863877397683 0.0011620114531884396 0.0010679324535317609
leaf_count=378 715 622 314 1041 411 175 254
internal_value=0 2.71747e-05 7.52772e-05 0.000136005 6.39088e-05 0.00015947 1.04324e-06
internal_weight=0 0.008613 0.00742467 0.00628884 0.00478917 0.00347519 0.00231317
internal_count=3910 3195 2573 2259 1881 1470 1295
is_linear=0
shrinkage=0.00196078


Tree=9092
num_leaves=8
num_cat=0
split_feature=50 4 12 150 52 16 52
split_gain=2.25038e-05 2.3816e-05 3.41297e-05 3.49792e-05 5.37911e-05 6.67918e-05 3.14978e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086420000000000011 0.090640000000000012 -0.083144999999999983 -0.088779999999999984
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=-0.00033191930704046642 -0.00027341283099504302 0.00031018881013769866 0.00053394499140383897 -0.00026722124223668876 -0.0002084869945239844 0.00023801668354072746 -0.00023299638730461816
leaf_weight=0.0010560596947846515 0.0010291935448017249 0.0010490158904468815 0.0016519427290521919 0.0011133203191038554 0.0014359683782668052 0.0011353280960453719 0.0010513051043916904
leaf_count=306 731 396 495 256 578 574 574
internal_value=0 3.35933e-05 -5.38518e-06 4.85984e-05 0.00011526 0.00023637 1.15597e-05
internal_weight=0 0.00849294 0.00744392 0.00638786 0.00527454 0.00383858 0.00218663
internal_count=3910 3179 2783 2477 2221 1643 1148
is_linear=0
shrinkage=0.00196078


Tree=9093
num_leaves=6
num_cat=0
split_feature=43 15 52 16 0
split_gain=9.44167e-06 2.75283e-05 1.85496e-05 2.47534e-05 2.51e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.016710898801869885 -0.013378997727774339 -0.0029080630208631296 -0.010954855997364989 0.013618395002786485 0.0064354798846802804
leaf_weight=0.0011431259488711332 0.0012214985548979311 0.0019105186576304713 0.0019839880409153222 0.0010920901464213412 0.0014268545826754985
leaf_count=860 427 964 381 228 1050
internal_value=0 0.00443626 -0.00244945 0.000515376 -0.00367997
internal_weight=0 0.00305364 0.00572443 0.00450293 0.00341084
internal_count=3910 1824 2086 1659 1431
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=7
num_cat=0
split_feature=50 2 151 1 3 4
split_gain=2.75911e-05 2.71365e-05 3.05755e-05 4.40678e-05 4.19628e-05 2.97902e-05
threshold=0.086465000000000014 0.086545000000000025 -0.0088999999999999982 0.085990000000000011 -0.080664999999999987 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00012888830970198155 -0.00030920796351016053 -0.00014167540711507057 0.00028222415799342642 0.00045266305581237188 -0.00021014562204603527 -0.00027702277077609934
leaf_weight=0.0011326024471760582 0.0010148845130252262 0.0013762182147977016 0.0013542099306157851 0.0015916701381851234 0.0013085297901445851 0.0017997310253122277
leaf_count=819 715 408 556 460 567 385
internal_value=0 3.27148e-05 0.000112372 0.000194551 4.02626e-05 -0.000120241
internal_weight=0 0.00856296 0.00563063 0.00425441 0.00266274 0.00293233
internal_count=3910 3195 1991 1583 1123 1204
is_linear=0
shrinkage=0.00196078


Tree=9095
num_leaves=8
num_cat=0
split_feature=50 4 48 42 49 0 52
split_gain=1.83489e-05 3.81505e-05 3.36011e-05 4.11453e-05 4.24553e-05 7.76805e-05 2.70512e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999 0.086635000000000004
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=-0.00031604209112118074 -0.00025198645935088247 0.00037284241085100157 0.00027542299777940504 -0.00033626776662767243 0.00049495739872381782 -0.0003317465268794009 0.00011447929134647857
leaf_weight=0.0011124624954852265 0.0010350388865582811 0.0010587616421224777 0.0012035798054447055 0.0017634870915311076 0.0013319201333509604 0.0010557477259261934 0.0010337678267264365
leaf_count=237 731 396 325 1085 216 607 313
internal_value=0 2.44171e-05 -2.47631e-05 -8.21358e-05 1.67104e-05 0.000124903 -0.000110981
internal_weight=0 0.00855973 0.00750097 0.00629739 0.0045339 0.00342144 0.00208952
internal_count=3910 3179 2783 2458 1373 1136 920
is_linear=0
shrinkage=0.00196078


Tree=9096
num_leaves=7
num_cat=0
split_feature=50 133 16 51 0 3
split_gain=1.75741e-05 3.35429e-05 3.28837e-05 5.19454e-05 3.53015e-05 2.52455e-05
threshold=0.084340000000000012 0.090085000000000012 0.011450000000000002 -0.07742499999999998 -0.10575999999999998 0.086245000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0003462475467951377 -0.00025219652624451985 -0.00028809562049338279 -6.2673803375742844e-05 0.00052674609249956359 -0.00022628695710717609 -2.6954333009615387e-05
leaf_weight=0.0011157807602014647 0.0010264109674530631 0.0011726686136906807 0.00104471450279153 0.0012781608962626854 0.0019512746978239516 0.0018561784073494595
leaf_count=286 731 617 316 368 1356 236
internal_value=0 1.95641e-05 6.9354e-05 0.000261654 -2.13769e-05 0.000113159
internal_weight=0 0.00841878 0.00724611 0.00232288 0.00492323 0.00297196
internal_count=3910 3179 2562 684 1878 522
is_linear=0
shrinkage=0.00196078


Tree=9097
num_leaves=8
num_cat=0
split_feature=50 4 12 51 48 42 0
split_gain=2.01733e-05 2.42475e-05 3.86279e-05 3.57012e-05 5.18896e-05 2.82706e-05 2.96684e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.090910000000000005 0.085330000000000003 -0.082604999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00036513657798355171 -0.00026682612775163139 0.00030522347522858096 -0.00027501059850743796 0.00025834820194655723 0.00050598830773021248 -0.00025664016460024813 -0.00014174318666673876
leaf_weight=0.0010365851575438465 0.001018883202997989 0.0010422541255962446 0.0011146138967223765 0.0019321067675748204 0.0010290282730387778 0.0010924052595975647 0.0011289529940781331
leaf_count=306 731 396 591 508 232 743 403
internal_value=0 2.53763e-05 -1.43952e-05 4.33414e-05 0.00011181 1.4152e-05 0.00011079
internal_weight=0 0.00837595 0.00733369 0.00629711 0.00518249 0.00415347 0.00306106
internal_count=3910 3179 2783 2477 1886 1654 911
is_linear=0
shrinkage=0.00196078


Tree=9098
num_leaves=8
num_cat=0
split_feature=50 133 160 3 2 3 43
split_gain=1.57736e-05 2.62441e-05 3.91758e-05 3.53092e-05 2.6493e-05 5.23537e-05 5.4766e-05
threshold=0.084340000000000012 0.090085000000000012 0.087260000000000018 -0.10628499999999998 0.10705000000000002 0.084925000000000014 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00041119966621259497 -0.00023303600521730898 -0.00024923510666300324 -0.00027058793675941014 0.00031388073342029661 -0.00019040531532448364 0.00049176431411343047 -0.00029393816795615304
leaf_weight=0.0013545364562487054 0.0010118855226739056 0.001145349282492031 0.0010959222416687788 0.0010178803541538045 0.0012671384531003195 0.0011088755930886178 0.0012950598199522215
leaf_count=346 731 617 314 519 413 174 796
internal_value=0 2.62942e-05 7.04964e-05 0.000132348 5.17943e-05 0.000141484 -2.64488e-05
internal_weight=0 0.00828476 0.00713941 0.00604349 0.00468895 0.00342182 0.00231294
internal_count=3910 3179 2562 2248 1902 1489 1315
is_linear=0
shrinkage=0.00196078


Tree=9099
num_leaves=8
num_cat=0
split_feature=50 4 12 133 160 51 12
split_gain=2.34017e-05 3.9308e-05 3.31392e-05 3.92946e-05 5.70808e-05 3.77104e-05 4.20984e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 0.086110000000000006 -0.031524999999999991 0.086935000000000012
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=-0.00034329369427712727 -0.00028988485279606203 0.00037518038739624651 -0.00012868949593376899 -0.00031155831725733008 -0.00031818477333533739 0.00050029755910873308 5.9426808500108852e-05
leaf_weight=0.0010769230946151833 0.0010126875694942078 0.0010797541273076944 0.0010616827315937825 0.0010919364712118221 0.0010359180102466493 0.0017919449726842122 0.0015556462819828387
leaf_count=307 715 396 421 647 228 479 717
internal_value=0 2.50652e-05 -2.45849e-05 2.7919e-05 9.59952e-05 0.000193303 0.000295422
internal_weight=0 0.00869381 0.00761405 0.00653713 0.00544519 0.00440927 0.00334759
internal_count=3910 3195 2799 2492 1845 1617 1196
is_linear=0
shrinkage=0.00196078


Tree=9100
num_leaves=7
num_cat=0
split_feature=43 16 133 42 2 2
split_gain=8.77016e-06 2.19386e-05 3.17527e-05 2.46082e-05 2.25448e-05 6.15068e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.078965000000000021 0.11230000000000001 0.089910000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
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leaf_value=0.0077146709340908566 -0.0055960542738919747 -0.012290867649921457 0.017360137195533931 -0.015921329149137905 -0.0097893295464448592 0.024340145265721591
leaf_weight=0.0012429526077712989 0.0017143349058257235 0.001475841685700501 0.0010240971319982646 0.0010091172937721103 0.0012328302482254678 0.0011445320904456082
leaf_count=275 670 563 1053 777 280 292
internal_value=0 -0.00134611 0.00129111 -0.00193508 0.00151428 0.00638874
internal_weight=0 0.00760075 0.00612491 0.00510081 0.0040917 0.00285887
internal_count=3910 3635 3072 2019 1242 962
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=8
num_cat=0
split_feature=50 15 16 160 42 43 16
split_gain=3.30253e-05 4.61668e-05 3.95708e-05 4.61362e-05 5.36633e-05 3.68237e-05 6.45634e-05
threshold=0.086465000000000014 -0.15202999999999997 -0.38486499999999996 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 -0.090494999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00042542280090531365 -0.00033849423843677223 -0.00036066208597074234 0.00037062139516636715 -0.0004349305033525545 0.00032421852864653321 0.00033928078768883675 -0.00027203016269301258
leaf_weight=0.0010133417462111424 0.0010353839034514803 0.0011192583523698596 0.0012911903357226695 0.0010710085408721474 0.00134776901403146 0.0010008101393117106 0.0019751104280233706
leaf_count=413 715 284 620 650 423 159 646
internal_value=0 3.16824e-05 -1.94369e-05 3.76863e-05 -4.19999e-05 5.53318e-05 -6.64446e-05
internal_weight=0 0.00881849 0.00780515 0.00668589 0.0053947 0.00432369 0.00297592
internal_count=3910 3195 2782 2498 1878 1228 805
is_linear=0
shrinkage=0.00196078


Tree=9102
num_leaves=8
num_cat=0
split_feature=47 1 12 16 4 16 15
split_gain=1.68087e-05 2.81356e-05 5.36986e-05 4.23945e-05 4.2615e-05 2.24333e-05 1.47088e-05
threshold=0.087850000000000025 0.085990000000000011 0.089745000000000005 -0.09601999999999998 -0.0010999999999999996 -0.083564999999999987 -0.10469999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -2
right_child=6 3 -4 4 -6 -7 -8
leaf_value=-7.5123095570890671e-05 -0.00033020830324805321 0.00049020252328929755 0.00018163718018793609 0.0002812255018513726 -0.00024491440363032729 -0.00048116771630499547 -1.5311855414896641e-05
leaf_weight=0.0010014348132682445 0.0010113796331531143 0.001076151190932581 0.0017010180136989143 0.001195935047704203 0.0011717581569684614 0.0010952615432888717 0.0013076535687699159
leaf_count=503 220 374 809 741 222 773 268
internal_value=0 3.91645e-05 -7.7222e-05 0.00016751 2.08418e-05 -0.000287231 -0.000152645
internal_weight=0 0.00724156 0.00379771 0.00344384 0.00236769 0.0020967 0.00231903
internal_count=3910 3422 2085 1337 963 1276 488
is_linear=0
shrinkage=0.00196078


Tree=9103
num_leaves=7
num_cat=0
split_feature=50 133 160 16 16 3
split_gain=2.73927e-05 2.96574e-05 4.59639e-05 3.87881e-05 2.79332e-05 2.89792e-05
threshold=0.086465000000000014 0.090085000000000012 0.087260000000000018 0.05259500000000001 -0.083564999999999987 -0.080744999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00039210923453583831 -0.00030848924865534865 -0.000256359405776398 -0.00028576678849188757 0.00037537139563715243 -0.00016540926886453159 -1.5965688332316706e-05
leaf_weight=0.0011854748248596181 0.0010107175308605278 0.0011755704761439592 0.0011253641911194009 0.0019348359847959047 0.00158862990884635 0.0015358946134135709
leaf_count=433 715 622 314 555 830 441
internal_value=0 3.28656e-05 7.89979e-05 0.000144731 4.11926e-05 0.000161799
internal_weight=0 0.00854577 0.0073702 0.00624484 0.00431 0.00272137
internal_count=3910 3195 2573 2259 1704 874
is_linear=0
shrinkage=0.00196078


Tree=9104
num_leaves=7
num_cat=0
split_feature=50 133 160 16 16 2
split_gain=1.05316e-05 2.46648e-05 3.5122e-05 3.31856e-05 2.58924e-05 2.55932e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.087260000000000018 0.05259500000000001 -0.083564999999999987 0.094010000000000024
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.016946886507947411 -0.0097319282117478249 -0.012762746043393822 -0.013505326853883485 0.017775933623337212 -0.0093325819992446154 -0.0033128536420856387
leaf_weight=0.0013363115127774455 0.0010020391631924081 0.0010962267923795245 0.0010396095276795272 0.0017874435190367455 0.0014403128435644627 0.0011689805280249625
leaf_count=545 779 604 308 551 817 306
internal_value=0 0.00115317 0.00340561 0.00647218 0.00135133 0.0074936
internal_weight=0 0.00786888 0.00677266 0.00573305 0.0039456 0.00250529
internal_count=3910 3131 2527 2219 1668 851
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=8
num_cat=0
split_feature=50 4 12 133 160 160 12
split_gain=2.03877e-05 3.08999e-05 3.77144e-05 2.84552e-05 5.34371e-05 4.1761e-05 4.3012e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 0.086110000000000006 -1.0000000180025095e-35 0.086935000000000012
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=-0.00036460662053534838 -0.00026704470499741399 0.00033671391452758272 -0.00011985021642381321 -0.00025292190980770706 -0.00031132952446790872 0.00054865497198042039 8.683306652428318e-05
leaf_weight=0.0010498108243022237 0.0010338154283745038 0.0010664223247791186 0.0012013956164981256 0.0010854030155216217 0.0010062323200263033 0.0015047299988954852 0.0015995893039353428
leaf_count=306 731 396 534 642 228 378 695
internal_value=0 2.45498e-05 -2.01517e-05 3.63737e-05 9.54862e-05 0.000190558 0.000310688
internal_weight=0 0.00851358 0.00744716 0.00639735 0.00531195 0.00430571 0.00310432
internal_count=3910 3179 2783 2477 1835 1607 1073
is_linear=0
shrinkage=0.00196078


Tree=9106
num_leaves=7
num_cat=0
split_feature=50 160 49 42 13 4
split_gain=2.76553e-05 2.54404e-05 3.2309e-05 3.5004e-05 4.29273e-05 6.67429e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081629999999999994 0.084100000000000022 -0.010384999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00025773639889491585 -0.00031016714205357065 0.00029070879698994532 0.00030345256334891565 -0.00031058357275174275 -0.00047915083466487722 0.00013639956102738565
leaf_weight=0.0015827649150986431 0.0010074847120051149 0.0011017491870098112 0.0013890268053824832 0.001719354354034571 0.0011554737253543527 0.0016362496823866079
leaf_count=804 715 215 446 858 620 252
internal_value=0 3.32295e-05 -1.75202e-05 -7.5077e-05 2.17763e-05 -0.000118372
internal_weight=0 0.00858462 0.00700185 0.0059001 0.00418075 0.00279172
internal_count=3910 3195 2391 2176 1318 872
is_linear=0
shrinkage=0.00196078


Tree=9107
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 1
split_gain=2.79072e-05 2.98925e-05 3.44622e-05 3.12901e-05 4.78491e-05 3.59317e-05 3.34738e-05
threshold=0.086465000000000014 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 0.091845000000000024
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=-0.0001572374406570033 -0.00031472430837904447 -0.0002610527462714265 -0.00024063768706362112 0.00049815540105137865 2.1721825805946318e-05 -0.00020783020892881703 0.00048846875671542528
leaf_weight=0.0011552135016511013 0.001005674922643778 0.0011650500306267086 0.0011133523238225909 0.0014717107007718726 0.0014431590474455432 0.001147637511185063 0.0010001552709774798
leaf_count=641 715 622 300 585 480 148 419
internal_value=0 3.06985e-05 7.70624e-05 0.000133949 0.000200392 7.83578e-05 0.000212782
internal_weight=0 0.00849628 0.00733123 0.00621788 0.00506266 0.00359095 0.00244331
internal_count=3910 3195 2573 2273 1632 1047 899
is_linear=0
shrinkage=0.00196078


Tree=9108
num_leaves=7
num_cat=0
split_feature=49 47 15 12 15 15
split_gain=9.17058e-06 2.29957e-05 4.73692e-05 3.68457e-05 4.82395e-05 2.62376e-05
threshold=0.10251500000000001 0.09252500000000001 -0.096369999999999983 0.088325000000000015 0.088190000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.019681499358028633 0.0089262673748112392 -0.012652538721857808 -0.0031509311089478725 -0.0061188019591720778 0.022432536589729365 -0.022998790631143119
leaf_weight=0.0011543976176626274 0.0010033917989856972 0.0014393143415082363 0.0018574513629852629 0.001340164510908263 0.0010596788355099307 0.0010383636299825861
leaf_count=494 408 303 763 592 679 671
internal_value=0 -0.0012236 0.00132674 -0.0026744 0.00648837 -0.0102679
internal_weight=0 0.00788937 0.00645006 0.00529566 0.00239984 0.00289581
internal_count=3910 3502 3199 2705 1271 1434
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 1
split_gain=3.03477e-05 2.89106e-05 3.43616e-05 3.01935e-05 4.69544e-05 3.18232e-05 2.80149e-05
threshold=0.086465000000000014 0.090085000000000012 0.087260000000000018 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 0.089825000000000002
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=-0.0001520338249815636 -0.00032967279136777739 -0.00025493772080680525 -0.00024155390345045256 0.00049397255502785882 2.0892505824615387e-05 -0.00018896244329272448 0.00044526086428407752
leaf_weight=0.0011589279139489466 0.0010015841933800141 0.0011707593083369458 0.001106240022295194 0.00147045819106115 0.0013747228683499485 0.0011615342739864447 0.0010586646812121535
leaf_count=639 715 622 314 574 457 148 441
internal_value=0 3.11834e-05 7.68797e-05 0.000133475 0.000198797 7.80593e-05 0.000205517
internal_weight=0 0.00850131 0.00733055 0.00622431 0.00506538 0.00359492 0.00243339
internal_count=3910 3195 2573 2259 1620 1046 898
is_linear=0
shrinkage=0.00196078


Tree=9110
num_leaves=7
num_cat=0
split_feature=50 42 47 1 43 3
split_gain=1.03496e-05 2.28377e-05 2.08114e-05 3.06671e-05 3.49414e-05 3.12254e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.077065000000000008 0.10031000000000002 -0.077544999999999989 0.094625000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=-0.011199093348209094 -0.0096365037263677743 0.016464708018177891 -0.0063608554955097082 0.019707608659813528 -0.01361214488761674 0.0090922812155518392
leaf_weight=0.0012596705302576408 0.0010041897575472003 0.001145430278135475 0.0016198464605238503 0.0013275396973706222 0.0015239442972943586 0.001005349980068071
leaf_count=860 779 474 333 593 781 90
internal_value=0 0.00114286 0.00349057 0.00668069 0.00197456 -0.00458753
internal_weight=0 0.00788178 0.00662211 0.00500226 0.00367472 0.00252929
internal_count=3910 3131 2271 1938 1345 871
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=7
num_cat=0
split_feature=47 49 4 4 4 12
split_gain=9.09737e-06 1.92478e-05 3.16515e-05 2.13454e-05 3.36798e-05 2.13576e-05
threshold=0.10436500000000001 1.0000000180025095e-35 0.15927500000000003 0.00046500000000000008 -0.06272999999999998 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.014796704926193754 0.0072742026966384574 -0.014071673268950459 0.015466296235989805 -0.01378616372462866 0.015606918707764908 0.0027765193406570163
leaf_weight=0.0012271341986218945 0.0014180676038735443 0.0010416979093903229 0.0011686288291416613 0.0013104498835537302 0.0011209539695297686 0.0015847074177193208
leaf_count=569 290 751 428 286 651 935
internal_value=0 -0.00146414 0.000584127 -0.00273285 0.000950231 -0.00489273
internal_weight=0 0.00745357 0.00641187 0.00524325 0.0039328 0.00281184
internal_count=3910 3620 2869 2441 2155 1504
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=8
num_cat=0
split_feature=50 133 160 3 2 3 43
split_gain=8.9109e-06 2.23919e-05 2.99941e-05 3.00141e-05 2.5966e-05 4.12188e-05 4.29457e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.087260000000000018 -0.10628499999999998 0.10705000000000002 0.084925000000000014 -0.06705499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.019609553184211488 -0.0089359235780848648 -0.012186266543521703 -0.012434725582213904 0.014332774023811818 -0.010336975698678081 0.023171978635117642 -0.013729463625827451
leaf_weight=0.0012711079551544604 0.0010031761672715878 0.0010960181511185758 0.0010359917332654423 0.0010024226159401834 0.0012067345718823805 0.0010472061146893992 0.0011960268241042193
leaf_count=337 779 604 308 567 412 173 730
internal_value=0 0.00107259 0.00322245 0.00605651 0.00218726 0.00684377 -0.000933981
internal_weight=0 0.00785551 0.00675949 0.0057235 0.00445239 0.00324566 0.00219845
internal_count=3910 3131 2527 2219 1882 1470 1297
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=7
num_cat=0
split_feature=49 2 160 2 52 13
split_gain=9.16347e-06 2.16138e-05 2.25652e-05 5.20426e-05 2.19278e-05 2.29127e-05
threshold=0.10251500000000001 0.11260500000000001 0.069910000000000014 0.097135000000000013 -0.069134999999999988 -0.0038299999999999996
decision_type=2 2 2 2 2 2
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leaf_count=333 408 500 428 375 1400 466
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internal_weight=0 0.00783895 0.00640028 0.00517686 0.00404018 0.00299985
internal_count=3910 3502 3002 2574 2199 1866
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=7
num_cat=0
split_feature=13 47 160 4 52 49
split_gain=9.20055e-06 1.74927e-05 1.87906e-05 2.15959e-05 2.69819e-05 3.26837e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 0.15927500000000003 0.071660000000000015 -0.047894999999999993
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011177627239803388 0.0015332004563581997 0.0010607637448124827 0.0010036921840330818 0.0011847707680829739 0.0013037679035063513 0.001621320110428843
leaf_count=210 1089 219 221 332 744 1095
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internal_weight=0 0.00770752 0.00664675 0.00511355 0.00392878 0.00262501
internal_count=3910 3700 3481 2392 2060 1316
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=7
num_cat=0
split_feature=15 3 16 0 4 3
split_gain=8.9492e-06 1.9997e-05 3.13152e-05 3.29267e-05 3.73001e-05 3.35678e-05
threshold=-0.11739999999999999 -0.100615 -0.19424999999999998 -0.10131499999999999 -0.025214999999999998 -0.048154999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.0071509349612590457 0.011963857597869193 -0.017189838349557684 0.012828202271366777 -0.009008669922191145 -0.019850733194685402 0.016514945715910192
leaf_weight=0.0014754910997815743 0.0014367553600907095 0.0010134109182063523 0.001809975598603387 0.0010464147643078603 0.0010160343493514795 0.0010151540355217733
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internal_weight=0 0.00733775 0.00590099 0.00488758 0.0030776 0.00206157
internal_count=3910 3296 2859 2645 2385 1457
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=7
num_cat=0
split_feature=1 42 133 2 13 2
split_gain=1.0032e-05 2.17297e-05 2.20738e-05 2.48544e-05 5.31446e-05 3.00671e-05
threshold=0.12864500000000004 0.092145000000000019 0.065880000000000008 0.099015000000000006 -1.0000000180025095e-35 0.085805000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
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leaf_value=-0.025746518563040412 0.0091771363081694646 -0.013696433397448762 0.01191322211212521 0.0072789107408969302 0.01287900515510762 -0.010275773922533867
leaf_weight=0.001057994480842761 0.0010410048307944062 0.0011923599283147294 0.0014408277423919929 0.0018219232694789145 0.0011353313376679156 0.0011082081341632966
leaf_count=956 331 727 892 538 207 259
internal_value=0 -0.00127761 0.000978185 -0.00209699 -0.00727099 0.00144158
internal_weight=0 0.00775664 0.00656428 0.00512346 0.00330153 0.00224354
internal_count=3910 3579 2852 1960 1422 466
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=8
num_cat=0
split_feature=12 16 15 47 3 43 16
split_gain=2.48998e-05 2.84304e-05 2.98955e-05 4.6012e-05 3.45377e-05 4.9878e-05 8.38542e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0015199668650728018 0.0010537202375552257 0.0010446870113207073 0.001239980343702964 0.0010759301744815344 0.0011640818263037936 0.0013201305812751598 0.001199514919186354
leaf_count=397 391 378 466 180 186 571 1341
internal_value=0 2.66111e-05 7.90886e-05 0.000132391 5.21215e-05 -3.92583e-05 -0.000197693
internal_weight=0 0.00856429 0.00704432 0.00599964 0.00492371 0.00375963 0.00251965
internal_count=3910 3519 3122 2744 2564 2378 1912
is_linear=0
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Tree=9118
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split_feature=133 160 47 2 160 2
split_gain=1.14493e-05 3.56752e-05 1.86351e-05 2.96569e-05 3.87567e-05 3.03201e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010452156622141832 0.0016156349741065961 0.0012859836319874672 0.0013689357098944808 0.0010287856305384998 0.0011710581490039468 0.0012814461397187603
leaf_count=604 1086 802 227 429 302 460
internal_value=0 -0.00136875 0.00211223 -0.000840826 0.00395292 -0.00355924
internal_weight=0 0.00775184 0.00613621 0.00476727 0.00348129 0.00231023
internal_count=3910 3306 2220 1993 1191 889
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=8
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split_feature=157 160 133 2 133 49 2
split_gain=1.67449e-05 3.41968e-05 4.74922e-05 4.60643e-05 3.57034e-05 5.86466e-05 5.34623e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010033068117121539 0.0011836961322741401 0.0010889188133690157 0.0012345506849227852 0.0012492336596954274 0.0011281459850449242 0.0014831516333245936 0.001181361007528759
leaf_count=587 813 845 266 350 482 262 305
internal_value=0 -3.41596e-05 1.55552e-05 8.11373e-05 0.000164874 0.000253758 0.000417446
internal_weight=0 0.00854906 0.00736536 0.00627644 0.00502721 0.00389906 0.00266451
internal_count=3910 3323 2510 1665 1315 833 567
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Tree=9120
num_leaves=8
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split_feature=1 3 15 3 13 3 1
split_gain=1.43169e-05 3.27035e-05 4.40716e-05 3.30872e-05 3.25686e-05 2.98194e-05 3.85693e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011869027436197301 0.0019295476700024062 0.0010023918127855524 0.0010253237820840005 0.001022628308246297 0.0010371544209625736 0.0010738591204602216 0.0010806712419073072
leaf_count=282 961 991 938 114 213 127 284
internal_value=0 -8.95223e-05 -0.000196975 -3.20856e-05 6.45512e-05 -5.70282e-05 7.79296e-05
internal_weight=0 0.00423725 0.00305034 0.00204795 0.00512123 0.00319168 0.00211783
internal_count=3910 2325 2043 1052 1585 624 497
is_linear=0
shrinkage=0.00196078


Tree=9121
num_leaves=8
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split_feature=4 42 49 160 0 52 0
split_gain=1.37776e-05 1.89245e-05 2.48285e-05 5.42813e-05 2.97641e-05 4.55636e-05 3.83492e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=410 426 702 281 221 778 288 804
internal_value=0 -2.8386e-05 1.17362e-05 -0.000164748 8.98362e-05 -5.96111e-05 0.000249328
internal_weight=0 0.00817874 0.00692553 0.00212458 0.00480095 0.00247852 0.00232243
internal_count=3910 3484 2782 631 2151 1066 1085
is_linear=0
shrinkage=0.00196078


Tree=9122
num_leaves=7
num_cat=0
split_feature=403 13 16 12 3 2
split_gain=9.60255e-06 4.1965e-05 4.07858e-05 2.43782e-05 3.6297e-05 2.19672e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001369499994476225 0.001107222104368792 0.0010930811858205379 0.0012590472841822837 0.0014630343670326636 0.0014463618285239974 0.0010781738958976069
leaf_count=887 470 225 516 1420 189 203
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internal_weight=0 0.0077092 0.00661612 0.00535707 0.00389404 0.00252454
internal_count=3910 3440 3215 2699 1279 392
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=8
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split_feature=1 12 160 47 4 13 16
split_gain=1.48951e-05 3.03166e-05 2.63501e-05 2.70788e-05 3.25452e-05 3.15284e-05 1.47978e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=1218 331 438 378 267 350 581 347
internal_value=0 -3.47243e-05 1.0482e-05 6.23012e-05 0.000124101 3.18228e-05 0.000168138
internal_weight=0 0.00841024 0.00732946 0.00613717 0.00500936 0.0037358 0.00237544
internal_count=3910 3579 3141 2763 2496 2146 928
is_linear=0
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Tree=9124
num_leaves=6
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split_feature=1 13 3 3 15
split_gain=9.61332e-06 3.39913e-05 2.94789e-05 3.96094e-05 1.9649e-05
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decision_type=2 2 2 2 2
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leaf_count=282 961 245 1924 119 379
internal_value=0 0.00296113 -0.00367308 -0.00902479 -0.00359125
internal_weight=0 0.00481675 0.00399644 0.0028787 0.00299476
internal_count=3910 1585 2325 2043 624
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=7
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split_feature=1 47 4 12 0 43
split_gain=8.93931e-06 2.00661e-05 2.26218e-05 4.06903e-05 3.54649e-05 2.75605e-05
threshold=0.12864500000000004 0.09252500000000001 0.0057500000000000008 1.0000000180025095e-35 -0.089879999999999974 -0.083899999999999988
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013062413581213517 0.001041108140722522 0.0012498829056571559 0.0011656650990798793 0.0010926011442701207 0.0010060338112511469 0.0019390877347617089
leaf_count=511 331 343 265 417 541 1502
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internal_weight=0 0.00775951 0.00650963 0.00225827 0.00425136 0.00294512
internal_count=3910 3579 3236 682 2554 2043
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=6
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split_feature=133 160 151 0 1
split_gain=9.62697e-06 2.89996e-05 1.87745e-05 3.62008e-05 5.94422e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0088999999999999982 -0.053834999999999994 0.10113500000000002
decision_type=2 2 2 2 2
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leaf_weight=0.0010456584366145749 0.00161642259522095 0.0010734376989927552 0.001944149285258229 0.001675113346363861 0.0014310807802109886
leaf_count=604 1086 392 1162 404 262
internal_value=0 -0.00125499 0.00188977 0.00444249 0.0104069
internal_weight=0 0.0077402 0.00612378 0.00505034 0.00337523
internal_count=3910 3306 2220 1828 1424
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=7
num_cat=0
split_feature=15 151 12 0 43 4
split_gain=9.31938e-06 1.99103e-05 3.53437e-05 4.07235e-05 3.66802e-05 1.42167e-05
threshold=-0.11739999999999999 -0.016164999999999995 0.088325000000000015 -0.053834999999999994 -1.0000000180025095e-35 -0.0025899999999999994
decision_type=2 2 2 2 2 2
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leaf_value=-0.0073103069136225543 0.012545901146442558 -0.023657319171319448 0.018265567874080579 -0.0071621346941371095 0.0074319253163214862 -0.0080958568856730837
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leaf_count=614 561 797 1225 250 311 152
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internal_weight=0 0.0073055 0.00598599 0.00259721 0.00338878 0.00237338
internal_count=3910 3296 2735 1475 1260 463
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=8
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split_feature=13 403 52 0 0 15 47
split_gain=1.79166e-05 4.41647e-05 3.7252e-05 5.91405e-05 4.18e-05 4.5621e-05 2.53363e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=251 221 418 557 546 1600 214 103
internal_value=0 2.39973e-05 -2.9179e-05 2.93427e-05 -8.68058e-05 1.92614e-05 -0.000127951
internal_weight=0 0.00842754 0.00739033 0.00628045 0.0045755 0.00346548 0.0024265
internal_count=3910 3689 3271 2714 2168 568 354
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shrinkage=0.00196078


Tree=9129
num_leaves=7
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split_feature=13 39 2 48 3 1
split_gain=1.62749e-05 3.91535e-05 3.8211e-05 2.87753e-05 3.78224e-05 3.60065e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011327970453272147 0.0018113012419408736 0.0010007354915979342 0.0015626578902395915 0.0011069847628711361 0.0018225162597636591 0.0010320840919934471
leaf_count=196 1553 424 398 309 522 508
internal_value=0 -3.42324e-05 -8.38656e-05 -1.02376e-05 -7.76666e-05 6.36699e-05
internal_weight=0 0.00833628 0.00733554 0.00577289 0.0046659 0.00284339
internal_count=3910 3714 3290 2892 2583 2061
is_linear=0
shrinkage=0.00196078


Tree=9130
num_leaves=7
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split_feature=13 15 49 47 4 15
split_gain=8.13388e-06 1.68638e-05 2.00539e-05 3.95653e-05 4.94005e-05 4.27974e-05
threshold=-0.26418499999999995 0.088615000000000013 -0.053904999999999988 0.09252500000000001 -0.08422499999999998 -0.07142999999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010505408979656801 0.0012384215173053877 0.0010906110231270515 0.0011618477585669321 0.0016023120136357382 0.0014398334263749058 0.0011982104175770898
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internal_count=3910 3714 2848 2502 2134 1554
is_linear=0
shrinkage=0.1


Tree=9131
num_leaves=7
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split_feature=1 12 47 52 48 4
split_gain=1.38518e-05 2.54942e-05 2.49493e-05 3.38182e-05 3.05683e-05 3.55983e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00815444 0.00710855 0.00594211 0.00488221 0.00378019
internal_count=3910 3579 3141 2852 2255 1989
is_linear=0
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Tree=9132
num_leaves=7
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split_feature=50 160 42 2 4 1
split_gain=2.86347e-05 2.80721e-05 2.53321e-05 2.56243e-05 4.05715e-05 9.18811e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00854588 0.006951 0.00575832 0.00460155 0.00337625
internal_count=3910 3195 2391 1625 1304 1070
is_linear=0
shrinkage=0.00196078


Tree=9133
num_leaves=8
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split_feature=50 4 12 13 0 16 15
split_gain=1.28455e-05 2.56418e-05 2.4033e-05 3.03771e-05 4.59988e-05 4.60231e-05 5.06883e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 2.16e-05 -1.9174e-05 2.62909e-05 -3.83957e-05 5.94221e-05 -6.41732e-05
internal_weight=0 0.00834873 0.00731836 0.00628877 0.00513237 0.00401694 0.00298261
internal_count=3910 3179 2783 2477 2313 1953 1371
is_linear=0
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Tree=9134
num_leaves=7
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split_feature=0 12 52 1 0 4
split_gain=7.89082e-06 1.64053e-05 2.016e-05 5.35157e-05 4.00511e-05 3.16766e-05
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decision_type=2 2 2 2 2 2
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leaf_count=203 210 615 1054 378 1264 186
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internal_weight=0 0.00762487 0.00649254 0.00470522 0.00346019 0.00220044
internal_count=3910 3700 3085 2031 1653 389
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=8
num_cat=0
split_feature=1 42 0 2 48 4 1
split_gain=9.95225e-06 1.82402e-05 2.0605e-05 2.34419e-05 2.4098e-05 1.57656e-05 8.19163e-06
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 5 4 -6 -7 -8
leaf_value=-0.003737372947298707 0.0091651984108747139 -0.012653958193730106 0.00017481230195326894 -0.0068087548121034793 0.013736778212254518 0.017712121414094378 -0.015948781062381741
leaf_weight=0.0010172546916369155 0.0010357916868122246 0.0011913876902584046 0.0010066764127188788 0.0010752403056837458 0.001217058740113456 0.0010444461418722024 0.0011942613226507421
leaf_count=1045 331 727 239 448 246 506 368
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internal_weight=0 0.00774633 0.00655494 0.00450382 0.0022923 0.00205112 0.00221152
internal_count=3910 3579 2852 2107 694 745 1413
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=8
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split_feature=1 0 3 15 51 16 1
split_gain=1.89156e-05 4.36923e-05 2.78599e-05 2.63363e-05 3.37164e-05 4.94911e-05 3.20433e-05
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decision_type=2 2 2 2 2 2 2
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right_child=3 2 -4 -5 5 6 -8
leaf_value=-0.00045803169456650437 0.00042029724370311051 0.00026375967323188606 -0.00016973617391195222 -0.00022316777775138109 0.00027311396207220967 -0.00041879120045971985 4.9329054837405655e-05
leaf_weight=0.0010242011601341808 0.0011172438183842887 0.001052433600145434 0.0012434220629240476 0.0010423655281023457 0.0018684570116652708 0.0010065887604682267 0.0012733811763468916
leaf_count=1044 270 272 692 532 470 223 407
internal_value=0 -0.000121257 2.89808e-05 6.1591e-05 0.00011796 3.65357e-05 -0.000157342
internal_weight=0 0.00332006 0.00229586 0.00630804 0.00526567 0.00414843 0.00227997
internal_count=3910 2008 964 1902 1370 1100 630
is_linear=0
shrinkage=0.00196078


Tree=9137
num_leaves=6
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split_feature=1 4 48 47 16
split_gain=9.02534e-06 2.82516e-05 2.01299e-05 3.50515e-05 6.60661e-05
threshold=0.085990000000000011 -0.082054999999999975 0.087945000000000009 0.09252500000000001 -0.022939999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0019215340334407128 0.0013436519017272792 0.0016881354703212467 0.0017081521483803042 0.0010906130899573348 0.0010339006886404922
leaf_count=630 673 1579 349 181 498
internal_value=0 -0.00387557 0.00263896 0.00701543 0.0138243
internal_weight=0 0.00360967 0.00517632 0.00346817 0.00237755
internal_count=3910 2209 1701 1352 1171
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=7
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split_feature=47 13 13 151 1 2
split_gain=1.02669e-05 1.78783e-05 1.72417e-05 2.75405e-05 2.68814e-05 2.96512e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.073799999999999991 -0.014594999999999999 0.092550000000000007 0.088585000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.012060733664744284 0.0078208904670172708 0.01097732427386181 0.012583253737968803 0.011016965398349864 -0.016876323875919391 -0.011658858330356174
leaf_weight=0.0013213968215710836 0.0013991504252303675 0.0013011407852429185 0.0010158196465343229 0.0012582777892598672 0.001410633809451175 0.0010645079478576638
leaf_count=299 290 1253 271 606 495 696
internal_value=0 -0.0015229 0.000778547 -0.00201559 -0.00598777 0.000624877
internal_weight=0 0.00737178 0.00605038 0.00474924 0.00373342 0.00232279
internal_count=3910 3620 3321 2068 1797 1302
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=8
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split_feature=52 160 47 16 0 0 43
split_gain=2.32214e-05 3.07439e-05 4.41942e-05 3.39821e-05 4.73997e-05 3.49859e-05 1.67971e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.0003292301118895732 -0.00015265392713735971 -0.00035649549108582383 0.00033036096029487582 -0.00048861568313930172 3.5662441411789151e-05 0.0003329662826021264 -9.0759840761195801e-06
leaf_weight=0.0011843294543095522 0.0011492753588479125 0.001131059765810156 0.0012143182385594671 0.0013863426252057769 0.0012706814679663394 0.0011323436071861341 0.001077713101113242
leaf_count=513 289 277 255 1158 185 775 458
internal_value=0 -5.93816e-05 -4.76502e-06 -8.71661e-05 -0.000237888 8.83543e-05 0.00016805
internal_weight=0 0.00728402 0.00615296 0.00493864 0.00265702 0.00228162 0.00226204
internal_count=3910 2939 2662 2407 1343 1064 971
is_linear=0
shrinkage=0.00196078


Tree=9140
num_leaves=7
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split_feature=52 160 47 15 0 51
split_gain=9.60894e-06 1.86948e-05 2.47251e-05 3.01634e-05 1.79263e-05 8.25108e-06
threshold=-0.081429999999999989 0.043720000000000009 0.09550500000000002 -0.10192499999999999 -0.083424999999999985 -0.08101499999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.012227205658165069 -0.017197932922135162 -0.014081958548404614 0.013764663205613037 0.0098268111060519463 -0.0047282958633903562 -0.00039890042156817207
leaf_weight=0.0010362892313204683 0.0011093930678344158 0.0010565102784727155 0.0011132445082490663 0.0015297590854896511 0.0018936067365869708 0.0010340056376342717
leaf_count=417 381 277 255 1000 1026 554
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internal_weight=0 0.00670251 0.005646 0.00453276 0.00342337 0.00207029
internal_count=3910 2939 2662 2407 2026 971
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=8
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split_feature=2 150 0 0 0 16 12
split_gain=2.16099e-05 4.38387e-05 3.26754e-05 3.21297e-05 3.10617e-05 2.95401e-05 2.90667e-05
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decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -4 -7
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leaf_value=6.1889632650959616e-06 -0.00024467523081398178 0.00038662261132673033 0.00034204638589533618 0.000159721253350844 -0.0004414095617397009 -0.00027647956797713911 0.00018081090050174099
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leaf_count=179 299 326 679 263 1181 518 465
internal_value=0 6.44966e-05 -1.91261e-05 -0.000128191 -0.000251356 9.29992e-05 -4.44402e-05
internal_weight=0 0.00625702 0.00496748 0.00348353 0.00243981 0.00331802 0.00213809
internal_count=3910 2287 1961 1623 1360 1662 983
is_linear=0
shrinkage=0.00196078


Tree=9142
num_leaves=7
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split_feature=52 0 160 2 16 0
split_gain=8.90101e-06 1.82545e-05 1.59105e-05 1.71731e-05 4.88424e-05 1.85513e-05
threshold=-0.048794999999999991 -0.14733499999999997 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.082074999999999995
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 -5 5 -7
leaf_value=-0.0061719228388635861 -0.013423703543501914 0.010434751704145394 0.012262920016573807 0.0096784971857994777 -0.0031634891485334627 -0.021394929348435617
leaf_weight=0.0010284964233214246 0.0010497641019535228 0.001857126967887411 0.0012497512625444991 0.0013615464617518984 0.0010985701574145524 0.0011345117453688941
leaf_count=128 924 1062 265 315 651 565
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internal_weight=0 0.00288562 0.00589414 0.00484438 0.00348283 0.00223308
internal_count=3910 1190 2720 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=6
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split_feature=0 1 2 1 52
split_gain=9.30752e-06 1.58824e-05 1.75174e-05 2.56353e-05 1.95833e-05
threshold=0.10302000000000001 0.076710000000000014 0.11542500000000001 0.092550000000000007 -0.014099999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
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leaf_weight=0.001968595231714841 0.0011702263388763583 0.0018017115528424182 0.0012126837424001119 0.0011468534761933666 0.0014675725752540778
leaf_count=1929 210 606 383 315 467
internal_value=0 -0.00131056 0.00139336 -0.00152997 -0.00785485
internal_weight=0 0.00759742 0.00562882 0.00441614 0.00261443
internal_count=3910 3700 1771 1388 782
is_linear=0
shrinkage=0.1


Tree=9144
num_leaves=7
num_cat=0
split_feature=13 48 1 16 48 2
split_gain=8.67991e-06 1.72274e-05 2.55947e-05 3.62726e-05 3.24459e-05 3.23683e-05
threshold=-0.26418499999999995 0.10448500000000001 0.11198000000000001 -0.19424999999999998 0.083775000000000002 0.084235000000000018
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010443259057893181 0.001081500462805661 0.0010560919859495524 0.001329665444628164 0.0012813869692272278 0.0012365154402030403 0.0017298036151481835
leaf_count=196 268 243 400 786 388 1629
internal_value=0 -0.00118703 0.000694851 -0.00240196 0.00176093 -0.00383966
internal_weight=0 0.00771496 0.00665887 0.00532921 0.00424771 0.00301119
internal_count=3910 3714 3471 3071 2803 2415
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=7
num_cat=0
split_feature=0 12 2 4 3 51
split_gain=8.55328e-06 1.49191e-05 2.16255e-05 4.35522e-05 3.12816e-05 2.29554e-05
threshold=0.10302000000000001 0.097510000000000013 0.086545000000000025 -0.0010999999999999996 -0.010319999999999998 0.08482000000000002
decision_type=2 2 2 2 2 2
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leaf_count=1060 210 615 1167 316 391 151
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internal_weight=0 0.00757704 0.00645937 0.00235999 0.00409938 0.00249347
internal_count=3910 3700 3085 1376 1709 542
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=6
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split_feature=1 4 13 4 3
split_gain=7.77462e-06 2.56114e-05 2.2515e-05 2.23513e-05 2.18815e-05
threshold=0.088010000000000019 -0.15333499999999997 -0.0024749999999999993 -0.0031049999999999997 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
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leaf_weight=0.0014489716089716555 0.0017889384895926432 0.0012182297754406222 0.0019685993210776464 0.0013036492103218676 0.0010028316659689562
leaf_count=189 961 1512 497 624 127
internal_value=0 -0.00329122 0.00270138 -0.00937877 -0.0026348
internal_weight=0 0.00397085 0.00476037 0.00252188 0.00297143
internal_count=3910 2325 1585 2136 624
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=7
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split_feature=43 4 0 151 1 4
split_gain=1.30545e-05 3.47132e-05 6.00297e-05 2.14746e-05 3.57164e-05 3.10657e-05
threshold=-0.24333999999999997 -0.34687499999999999 -0.060094999999999989 -0.0088999999999999982 0.095575000000000007 -0.076329999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.0002107556179332438 -0.0002860282722256284 -0.00019944498049152392 0.00051525386431344321 0.00017095629105942393 0.00027279972792960163 -0.00025991924635310074
leaf_weight=0.0010646062672439753 0.0012179060679190995 0.0015608005140804165 0.0010090354468762306 0.0011046742557342438 0.0018930976758041477 0.0015404561421850517
leaf_count=209 279 579 385 880 504 1074
internal_value=0 1.98359e-05 7.22431e-05 -1.04943e-06 6.71833e-05 -7.99746e-05
internal_weight=0 0.00832597 0.00710806 0.00609903 0.00453823 0.00264513
internal_count=3910 3701 3422 3037 2458 1954
is_linear=0
shrinkage=0.00196078


Tree=9148
num_leaves=8
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split_feature=15 16 52 16 13 12 4
split_gain=7.53773e-06 3.82322e-05 3.20715e-05 4.26694e-05 4.25854e-05 2.13688e-05 1.29179e-05
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decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
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leaf_count=459 298 739 540 468 442 855 109
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internal_weight=0 0.00763597 0.00655539 0.00555351 0.00440001 0.00333503 0.00229818
internal_count=3910 3451 3153 2613 2145 1406 551
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=7
num_cat=0
split_feature=51 4 42 0 1 1
split_gain=8.45506e-06 1.87019e-05 2.438e-05 2.18819e-05 4.66708e-05 4.70708e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 0.092550000000000007 0.085110000000000005
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
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internal_weight=0 0.00759048 0.00658007 0.00488572 0.00368861 0.00241892
internal_count=3910 3423 3019 1883 1651 1387
is_linear=0
shrinkage=0.1


Tree=9150
num_leaves=8
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split_feature=50 4 48 49 0 0 4
split_gain=2.53505e-05 3.98095e-05 3.01593e-05 4.77538e-05 6.06053e-05 5.49697e-05 5.0734e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 3.50088e-05 -1.45269e-05 -6.86979e-05 2.88852e-05 -0.000124279 5.11486e-05
internal_weight=0 0.00862177 0.00757475 0.00635626 0.00478032 0.00322714 0.00219544
internal_count=3910 3179 2783 2458 2064 1780 404
is_linear=0
shrinkage=0.00196078


Tree=9151
num_leaves=8
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split_feature=50 16 160 43 52 2 16
split_gain=4.18822e-05 2.76151e-05 4.43665e-05 4.15023e-05 2.902e-05 3.99477e-05 3.48643e-05
threshold=0.086465000000000014 -0.014099999999999998 -0.054789999999999998 -0.074254999999999988 0.084240000000000023 0.085005000000000011 -0.23935499999999996
decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00863269 0.00385375 0.00275421 0.00477893 0.00361764 0.00251929
internal_count=3910 3195 1397 917 1798 927 652
is_linear=0
shrinkage=0.00196078


Tree=9152
num_leaves=7
num_cat=0
split_feature=1 47 4 12 0 43
split_gain=8.9142e-06 1.50692e-05 3.05212e-05 3.61929e-05 3.41767e-05 2.72322e-05
threshold=0.12864500000000004 0.09252500000000001 0.0057500000000000008 1.0000000180025095e-35 -0.089879999999999974 -0.083394999999999983
decision_type=2 2 2 2 2 2
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leaf_count=511 331 343 265 417 559 1484
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internal_weight=0 0.00770581 0.00647608 0.00224395 0.00423213 0.00293136
internal_count=3910 3579 3236 682 2554 2043
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=6
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split_feature=52 12 1 1 16
split_gain=8.3808e-06 2.0435e-05 2.34732e-05 4.42808e-05 2.248e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.091845000000000024 -0.083144999999999983
decision_type=2 2 2 2 2
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leaf_weight=0.0016912080633003576 0.001209565572921921 0.0017076955634182595 0.001243821128580418 0.0011916886907169253 0.001673920487409445
leaf_count=613 647 696 392 357 1205
internal_value=0 0.00121911 -0.00161151 0.00171199 -0.00415422
internal_weight=0 0.00750833 0.00580064 0.00455682 0.00336513
internal_count=3910 3263 2567 2175 1818
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=7
num_cat=0
split_feature=50 160 49 133 43 0
split_gain=2.33253e-05 3.12529e-05 2.80233e-05 1.98897e-05 5.49547e-05 2.72745e-05
threshold=0.084340000000000012 -0.026849999999999995 -0.081629999999999994 0.086895000000000014 -0.074254999999999988 -0.13870499999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015518983097738857 0.0010175258644239968 0.0010666195437062384 0.0015233502670393569 0.0010463124329061968 0.0015024167285206467 0.0016759528158229373
leaf_count=802 731 215 430 532 210 990
internal_value=0 2.89527e-05 -2.82362e-05 -8.24004e-05 -2.79894e-05 -0.000174747
internal_weight=0 0.00836655 0.00681465 0.00574803 0.00470172 0.00317837
internal_count=3910 3179 2377 2162 1630 1200
is_linear=0
shrinkage=0.00196078


Tree=9155
num_leaves=7
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split_feature=50 133 16 52 2 4
split_gain=2.10477e-05 2.72333e-05 4.87105e-05 5.58689e-05 3.52532e-05 9.18132e-05
threshold=0.084340000000000012 0.090085000000000012 -0.013279999999999998 -0.072349999999999984 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.0001888666017390565 -0.00027497081871009357 -0.00025478833576927695 2.0000717352735178e-05 0.00055722890343502102 -0.00062464765658336817 9.4407428499420482e-05
leaf_weight=0.0013879215281137479 0.0010182973663230314 0.001164838372269752 0.0016747820897656952 0.0013394708771657219 0.0011353142910994279 0.00171255463142413
leaf_count=536 731 617 658 460 494 414
internal_value=0 2.34988e-05 6.82102e-05 0.000258734 -6.73691e-05 -0.000192247
internal_weight=0 0.00841488 0.00725004 0.00301425 0.00423579 0.00284787
internal_count=3910 3179 2562 1118 1444 908
is_linear=0
shrinkage=0.00196078


Tree=9156
num_leaves=8
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split_feature=50 133 160 16 4 52 15
split_gain=1.74895e-05 2.6332e-05 4.32472e-05 3.35555e-05 4.28149e-05 3.82888e-05 2.31953e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 0.011450000000000002 0.05309500000000001 -0.08799499999999999 -0.10312999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 6 -7 -8
leaf_value=-0.00018739299132503669 -0.0002475370836749689 -0.00025096873081757466 -0.00028864626024648597 7.3452183194530686e-05 1.6747772736843606e-05 0.00060678169226423522 0.00042660843459108678
leaf_weight=0.0018651189568768042 0.0010117467087208927 0.0011419902951010788 0.0010966789234564747 0.0010471741411271687 0.0010717971147718016 0.0010232463172345748 0.001051860714781183
leaf_count=1170 731 617 300 392 255 222 223
internal_value=0 2.55271e-05 6.96525e-05 0.000134502 2.93756e-05 0.000337035 0.000219754
internal_weight=0 0.00829787 0.00715588 0.0060592 0.00398878 0.00207042 0.00212366
internal_count=3910 3179 2562 2262 1648 614 478
is_linear=0
shrinkage=0.00196078


Tree=9157
num_leaves=8
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split_feature=50 160 49 2 3 52 13
split_gain=4.29707e-05 3.26052e-05 4.61448e-05 3.41586e-05 5.17598e-05 6.41435e-05 4.79545e-05
threshold=0.086465000000000014 -0.026849999999999995 -0.081629999999999994 0.113945 0.094625000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00028457780352869892 -0.00039033042538175146 0.00033985910598059824 -0.00056505280475100522 -0.00042198383105398129 0.00030963471791725162 -0.00031103726009479077 0.00022759859888417755
leaf_weight=0.0016176728276539798 0.0010289952259123604 0.0011283899900281624 0.0010124202317345196 0.0010059436344854716 0.0013047392653284728 0.0010502423302295757 0.0016090996746404534
leaf_count=804 715 215 597 359 126 822 272
internal_value=0 3.33209e-05 -2.38386e-05 -9.24381e-05 -2.58242e-05 -0.000145028 1.48775e-05
internal_weight=0 0.00872851 0.00711084 0.00598245 0.0049765 0.00367176 0.00265934
internal_count=3910 3195 2391 2176 1817 1691 1094
is_linear=0
shrinkage=0.00196078


Tree=9158
num_leaves=8
num_cat=0
split_feature=1 484 457 4 4 0 2
split_gain=8.61059e-06 1.59262e-05 2.74942e-05 2.75604e-05 4.17419e-05 2.66997e-05 1.50432e-05
threshold=0.12864500000000004 0.073820000000000011 0.082870000000000013 -0.076329999999999995 0.05309500000000001 -0.11524 0.088895000000000016
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.011333842675323261 0.0085389813871835554 0.010373196909929959 0.01174566919381461 -0.026815370498780744 -0.014861031512647539 0.0074429931905426946 -0.0048445115093938822
leaf_weight=0.0010666527423621645 0.0010304711290379503 0.0010317050116445828 0.0010668289681966692 0.0011686097584488633 0.0010384361278058037 0.0011108411254125837 0.0012462568174127226
leaf_count=821 331 450 231 1166 176 381 354
internal_value=0 -0.0011924 -0.00297397 -0.00576281 -0.0116041 -0.00333333 0.00261652
internal_weight=0 0.00772933 0.00669763 0.0056308 0.00331789 0.00214928 0.00231291
internal_count=3910 3579 3129 2898 1723 557 1175
is_linear=0
shrinkage=0.1


Tree=9159
num_leaves=7
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split_feature=47 1 15 4 0 2
split_gain=7.74073e-06 1.59078e-05 5.51028e-05 3.12659e-05 2.41282e-05 1.96686e-05
threshold=0.09550500000000002 0.094485000000000013 -0.0063699999999999989 0.053925000000000008 -0.014809999999999999 0.087995000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4
right_child=-2 3 4 -5 -6 -7
leaf_value=-0.020912886822368568 0.0060327765813985856 0.017344354094494644 -0.0005134302290030761 -0.0062985936098791844 -0.0082891941883577718 0.019100004091764777
leaf_weight=0.0014653007432624742 0.0016908324181873586 0.0011133766727830351 0.0010417364361543619 0.0011239936123325842 0.0013049620560814878 0.0010041078548472708
leaf_count=1062 389 525 868 415 160 491
internal_value=0 -0.00150081 -0.00473767 0.00546678 0.00233571 0.00911292
internal_weight=0 0.00705348 0.00481611 0.00223737 0.00335081 0.00204584
internal_count=3910 3521 2581 940 1519 1359
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=8
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split_feature=50 4 12 13 0 49 3
split_gain=1.70505e-05 2.62781e-05 2.65533e-05 3.18654e-05 6.29503e-05 5.36245e-05 6.73258e-05
threshold=0.07992500000000001 0.28937500000000005 -0.0089849999999999982 -0.10939499999999998 -0.053834999999999994 -0.00064499999999999985 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00031174005011869459 -0.0002438775769087065 0.00032094674440033159 0.00032764902042053381 -0.00020498646165918372 -0.00045135788078625605 -9.6425931295785605e-05 0.00056411766686588472
leaf_weight=0.0010047538418862505 0.0010142987987600141 0.0010148794393400476 0.0011420765664196799 0.0015391618615922188 0.001093361211334438 0.0010867554331840188 0.0013064077705204449
leaf_count=297 755 396 160 350 358 1226 368
internal_value=0 2.56336e-05 -1.61519e-05 3.20006e-05 -3.51849e-05 8.05297e-05 0.000264159
internal_weight=0 0.0081874 0.00717252 0.00616776 0.00502569 0.00393233 0.00239316
internal_count=3910 3155 2759 2462 2302 1944 1594
is_linear=0
shrinkage=0.00196078


Tree=9161
num_leaves=8
num_cat=0
split_feature=50 133 160 12 47 4 52
split_gain=1.79848e-05 2.09789e-05 3.42588e-05 2.64442e-05 3.85572e-05 6.6058e-05 5.49298e-05
threshold=0.084340000000000012 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 0.09252500000000001 -0.0072799999999999991 0.081680000000000016
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
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leaf_weight=0.0010366438048047145 0.0010281813037839203 0.0011763814573504732 0.0011359736628611377 0.0010352557157387394 0.0012085452639378821 0.0019311058783895527 0.0010155640882617671
leaf_count=384 731 617 300 538 221 528 591
internal_value=0 2.51714e-05 6.40177e-05 0.000121143 0.000178246 0.000271349 2.62821e-05
internal_weight=0 0.00853947 0.00736309 0.00622711 0.00519047 0.00398193 0.00205082
internal_count=3910 3179 2562 2262 1878 1657 1129
is_linear=0
shrinkage=0.00196078


Tree=9162
num_leaves=8
num_cat=0
split_feature=51 484 150 3 1 0 52
split_gain=8.13205e-06 1.91061e-05 2.19525e-05 2.48035e-05 3.2651e-05 3.62237e-05 2.80585e-05
threshold=0.08955500000000001 0.070005000000000012 0.082085000000000019 0.11265500000000002 0.10752500000000002 -0.088084999999999983 0.086635000000000004
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.019552122792573672 -0.0079560771856119813 0.01399794222480491 0.012286109297543034 -0.016421846983481047 0.014210341214742099 -0.0091176535829635853 0.014153577237639265
leaf_weight=0.0011337772796542298 0.0011316758977121697 0.0010019259749716953 0.0010712583593788291 0.0011505592117591395 0.001190780840556775 0.0010220368094657794 0.0010508240694100423
leaf_count=625 487 460 314 149 290 993 592
internal_value=0 0.00112846 -0.000819538 -0.00335011 7.00392e-05 -0.00518094 0.00267955
internal_weight=0 0.00762116 0.00661924 0.00554798 0.00439742 0.00320664 0.00207286
internal_count=3910 3423 2963 2649 2500 2210 1585
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=7
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split_feature=13 16 12 4 16 16
split_gain=8.88124e-06 1.58783e-05 3.38485e-05 2.10244e-05 4.05201e-05 3.05202e-05
threshold=-0.26418499999999995 0.24895000000000003 0.092365000000000017 0.0057500000000000008 -0.25582999999999995 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
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leaf_weight=0.0010406812276206575 0.0016252143102011335 0.001136180438600815 0.0012633787549680047 0.0011044751797841385 0.0012016903770266844 0.0013649812038001345
leaf_count=196 936 500 869 346 248 815
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internal_weight=0 0.00769592 0.00655974 0.00529636 0.00230617 0.0029902
internal_count=3910 3714 3214 2345 594 1751
is_linear=0
shrinkage=0.1


Tree=9164
num_leaves=8
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split_feature=50 4 151 1 47 3 13
split_gain=1.93646e-05 2.55911e-05 2.5203e-05 2.88584e-05 4.60592e-05 2.1751e-05 2.05348e-05
threshold=0.082310000000000008 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 -0.032959999999999996 -0.011209999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00023453344999839197 -0.00026247434516960141 0.00031841266008622414 0.00012068751440103727 -0.00049562501726326349 3.719004132712754e-05 0.00026162601575584942 -0.00025855758034527013
leaf_weight=0.0012796515094141694 0.0010019242031108601 0.0010107745105466309 0.001108342598352431 0.0012471675551775576 0.0012479040702438457 0.0011945861955194406 0.0010875441037984353
leaf_count=452 747 396 994 462 171 159 529
internal_value=0 2.63396e-05 -1.48623e-05 -6.90867e-05 -0.000229139 4.86968e-05 -6.7139e-05
internal_weight=0 0.00817597 0.0071652 0.00588554 0.00249507 0.00339047 0.00219589
internal_count=3910 3163 2767 2315 633 1682 1523
is_linear=0
shrinkage=0.00196078


Tree=9165
num_leaves=7
num_cat=0
split_feature=51 4 42 0 0 16
split_gain=7.59197e-06 1.68072e-05 2.23678e-05 2.0641e-05 5.06615e-05 2.05816e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 -0.10071499999999999 -0.095609999999999987
decision_type=2 2 2 2 2 2
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leaf_count=172 487 404 1136 232 1276 203
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internal_weight=0 0.00760096 0.00658722 0.00488842 0.0036862 0.00219223
internal_count=3910 3423 3019 1883 1651 375
is_linear=0
shrinkage=0.1


Tree=9166
num_leaves=7
num_cat=0
split_feature=43 3 52 12 16 2
split_gain=8.08576e-06 3.17224e-05 2.22155e-05 2.50967e-05 2.33476e-05 2.14868e-05
threshold=-0.049504999999999987 -0.076734999999999984 -0.074484999999999982 0.089995000000000006 -0.19424999999999998 0.086650000000000019
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00302653 0.00569089 0.00448127 0.00341168 0.00229358
internal_count=3910 1824 2086 1659 1058 797
is_linear=0
shrinkage=0.1


Tree=9167
num_leaves=7
num_cat=0
split_feature=13 47 42 43 52 0
split_gain=7.45016e-06 1.97013e-05 2.31817e-05 3.72422e-05 4.96326e-05 4.72526e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -0.07526999999999999 -0.069134999999999988 -0.15137999999999999
decision_type=2 2 2 2 2 2
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leaf_count=210 1013 219 1031 333 159 945
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internal_weight=0 0.00759875 0.00655782 0.00546925 0.00371806 0.00270491
internal_count=3910 3700 3481 2468 1437 1104
is_linear=0
shrinkage=0.1


Tree=9168
num_leaves=7
num_cat=0
split_feature=52 0 16 43 48 4
split_gain=8.28967e-06 2.03726e-05 4.62152e-05 2.31721e-05 2.97938e-05 3.24098e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.0037249999999999996 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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internal_weight=0 0.00748041 0.00280833 0.00467208 0.0034522 0.00224837
internal_count=3910 3263 1094 2169 827 636
is_linear=0
shrinkage=0.1


Tree=9169
num_leaves=7
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split_feature=50 0 47 3 42 15
split_gain=1.76481e-05 2.15748e-05 4.57022e-05 3.90447e-05 4.39936e-05 1.88677e-05
threshold=0.084340000000000012 -0.017269999999999997 1.0000000180025095e-35 0.097615000000000021 0.060615000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-2.8879002491364051e-05 -0.00025016307467354466 0.00021591030599449969 -0.00028211710374120879 0.00038741568895025476 0.0002242332818521178 -0.00040439845664040825
leaf_weight=0.0010446852542763728 0.0010295175602765853 0.0017457280829585213 0.0019442916694403702 0.0011604716623142813 0.0015421139316824607 0.0010134452578656765
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internal_value=0 2.17467e-05 -2.88061e-05 7.4647e-05 -2.61682e-05 -0.000213789
internal_weight=0 0.00845074 0.00670501 0.00476072 0.00360024 0.00205813
internal_count=3910 3179 2796 2380 2153 953
is_linear=0
shrinkage=0.00196078


Tree=9170
num_leaves=7
num_cat=0
split_feature=4 2 2 13 0 13
split_gain=8.14753e-06 4.68147e-05 2.88842e-05 2.89714e-05 3.12591e-05 2.84134e-05
threshold=0.15927500000000003 0.10796500000000002 0.106285 -0.084184999999999996 -0.053834999999999994 -0.0030249999999999995
decision_type=2 2 2 2 2 2
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leaf_count=758 287 323 534 1149 262 597
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internal_weight=0 0.00222343 0.00646318 0.00508692 0.00406371 0.00303795
internal_count=3910 610 3300 2766 2008 1746
is_linear=0
shrinkage=0.1


Tree=9171
num_leaves=7
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split_feature=13 47 42 160 160 16
split_gain=7.36054e-06 1.49544e-05 2.19382e-05 3.71711e-05 3.56907e-05 5.50869e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2
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leaf_count=210 1013 219 921 458 294 795
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internal_weight=0 0.00756815 0.00652768 0.00544164 0.00406113 0.00305926
internal_count=3910 3700 3481 2468 1547 1253
is_linear=0
shrinkage=0.1


Tree=9172
num_leaves=7
num_cat=0
split_feature=50 4 48 49 3 15
split_gain=3.96843e-05 3.34404e-05 2.62681e-05 3.24392e-05 6.26254e-05 6.3237e-05
threshold=0.086465000000000014 0.28937500000000005 0.091555000000000011 -0.006494999999999999 -0.075954999999999981 -0.017214999999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015736588501447588 0.0010017288349587665 0.0010712382848150842 0.0012157126243742405 0.0019452072367621399 0.0011751236162310446 0.0016053087536291506
leaf_count=394 715 396 327 1470 264 344
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internal_weight=0 0.00858625 0.00751501 0.0062993 0.00472564 0.00278043
internal_count=3910 3195 2799 2472 2078 608
is_linear=0
shrinkage=0.00196078


Tree=9173
num_leaves=7
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split_feature=42 2 3 2 2 12
split_gain=9.1756e-06 2.74511e-05 2.73283e-05 2.41447e-05 2.04985e-05 2.71423e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011682422101293383 0.0010121496937042557 0.0010179058746249605 0.0013482278328204097 0.0011569733459313352 0.0019591103321062635 0.0010078562011142846
leaf_count=480 963 567 444 538 522 396
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internal_weight=0 0.00750222 0.00236038 0.00514185 0.00412394 0.00296697
internal_count=3910 3430 1407 2023 1456 918
is_linear=0
shrinkage=0.1


Tree=9174
num_leaves=7
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split_feature=50 0 2 16 151 4
split_gain=2.23223e-05 2.81671e-05 5.40941e-05 5.11804e-05 5.94048e-05 7.11501e-05
threshold=0.086465000000000014 -0.017269999999999997 1.0000000180025095e-35 -0.014099999999999998 -0.0088999999999999982 0.15045000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0016973872691070629 0.0010047917693160472 0.0017587369851663065 0.0010752997275482947 0.0015517244699365914 0.0013700426914281113 0.0010410409349002581
leaf_count=507 715 384 199 830 1028 247
internal_value=0 2.51521e-05 -3.25451e-05 6.94495e-05 -6.23968e-05 0.000108531
internal_weight=0 0.00849423 0.0067355 0.00503811 0.00348638 0.00241108
internal_count=3910 3195 2811 2304 1474 1275
is_linear=0
shrinkage=0.00196078


Tree=9175
num_leaves=6
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split_feature=47 0 16 52 4
split_gain=8.22462e-06 2.29432e-05 4.50338e-05 4.68237e-05 5.81931e-05
threshold=0.10436500000000001 -0.18087499999999998 -0.15168999999999996 -0.014099999999999998 -0.077679999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.01212510485349105 0.0070528916750510103 0.017497330263006036 0.0098495995751594363 0.00051834426098836765 -0.029322393951058668
leaf_weight=0.0015607047632543794 0.001376256667411411 0.0013530309806779883 0.0016622092164161675 0.001628917231816035 0.0010913547820733669
leaf_count=202 290 473 1160 877 908
internal_value=0 -0.00137523 0.00154995 -0.00337359 -0.0114536
internal_weight=0 0.00729622 0.00573551 0.00438248 0.00272027
internal_count=3910 3620 3418 2945 1785
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=8
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split_feature=50 42 51 2 2 12 48
split_gain=1.73096e-05 2.45276e-05 2.58498e-05 3.36801e-05 5.17882e-05 3.78903e-05 4.12761e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 0.113945 0.10274500000000002 0.089855000000000004 0.016865000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00021761782472701514 -0.00024780567291016908 -0.00021266156391551184 -0.00031159200545191406 -0.00017086803658070745 0.00053626494671543841 0.00036672890428629637 0.0002109074389816172
leaf_weight=0.0013650264830185792 0.0010195426648355052 0.0010579290617841021 0.001261681641097535 0.0012167719328530233 0.0012550676113457478 0.0011273220940714529 0.0010778853276942413
leaf_count=867 731 480 642 357 196 390 247
internal_value=0 2.28103e-05 6.9717e-05 0.00012002 0.000194977 7.14259e-05 -7.08661e-05
internal_weight=0 0.00836168 0.00699666 0.00593873 0.00472196 0.00346689 0.00233957
internal_count=3910 3179 2312 1832 1475 1279 889
is_linear=0
shrinkage=0.00196078


Tree=9177
num_leaves=7
num_cat=0
split_feature=47 13 13 151 4 3
split_gain=6.70173e-06 1.88876e-05 1.28188e-05 1.97731e-05 2.06492e-05 2.69636e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.073799999999999991 -0.0074049999999999993 0.022820000000000003 -0.088024999999999978
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.012134085381220785 0.0063553697034439017 0.0099547463366166135 0.010328166458274423 0.00048864244679183092 0.004624240131338774 -0.021718909822783201
leaf_weight=0.0013081289637458379 0.0013778772938616464 0.0012910626616735588 0.0011151968420636867 0.0010594968810809277 0.0013868398374408137 0.0011296931975323771
leaf_count=299 290 1253 279 549 409 831
internal_value=0 -0.00124927 0.00113088 -0.00129752 -0.00492303 -0.0109712
internal_weight=0 0.00729042 0.00598229 0.00469123 0.00357603 0.00218919
internal_count=3910 3620 3321 2068 1789 1380
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=7
num_cat=0
split_feature=13 16 43 43 2 4
split_gain=8.62355e-06 1.56094e-05 3.67481e-05 2.19079e-05 3.05555e-05 2.53921e-05
threshold=-0.26418499999999995 0.22945500000000005 -0.093039999999999984 -0.013304999999999999 0.11230000000000001 0.0057500000000000008
decision_type=2 2 2 2 2 2
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leaf_value=0.0085106908551828755 -0.019634029647363858 0.0092224655569004485 0.012996878690116049 -0.0054889323521157257 -0.017670448259780511 0.01276227682038022
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leaf_count=196 496 528 1280 928 196 286
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internal_weight=0 0.00761957 0.00641105 0.00529228 0.00420914 0.00315287
internal_count=3910 3714 3186 2690 1410 1214
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=7
num_cat=0
split_feature=50 42 47 133 52 4
split_gain=1.52811e-05 2.59667e-05 2.36188e-05 2.6958e-05 5.48977e-05 5.71838e-05
threshold=0.083475000000000008 -1.0000000180025095e-35 0.077065000000000008 0.087330000000000019 1.0000000180025095e-35 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00022660095206616796 -0.0002343501257214121 -0.00030499493467827868 -0.00013250246019982036 -0.00014910566297700374 0.0005402732099707144 0.00026520233016965054
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leaf_count=867 735 504 344 546 479 435
internal_value=0 2.18991e-05 7.05648e-05 0.000135342 0.000204962 5.52563e-05
internal_weight=0 0.00825518 0.00690326 0.00523373 0.00420463 0.00290683
internal_count=3910 3175 2308 1964 1418 939
is_linear=0
shrinkage=0.00196078


Tree=9180
num_leaves=7
num_cat=0
split_feature=13 48 15 16 2 3
split_gain=7.06271e-06 1.38764e-05 2.509e-05 2.25808e-05 3.98459e-05 3.42885e-05
threshold=-0.26418499999999995 0.10448500000000001 -0.10071499999999999 -0.010344999999999998 0.085730000000000015 -0.077689999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.0076942788529218605 0.012499200837412719 -0.011821730581670738 0.0012268171846783968 -0.009846881140842598 0.01586496580170868 -0.02127253360563779
leaf_weight=0.0010393273947021586 0.0013967049032703833 0.0010409066772760515 0.0015148982259352876 0.0010881332154651297 0.0013511095202694285 0.0012251194992591668
leaf_count=196 511 243 1297 395 776 492
internal_value=0 -0.00109362 0.000604533 -0.00260313 0.00439505 -0.00883312
internal_weight=0 0.00761687 0.00657597 0.00517926 0.00243924 0.00274002
internal_count=3910 3714 3471 2960 1171 1789
is_linear=0
shrinkage=0.1


Tree=9181
num_leaves=7
num_cat=0
split_feature=15 43 16 16 52 2
split_gain=7.31416e-06 1.77773e-05 2.82189e-05 3.41591e-05 6.09434e-05 1.57776e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.15737500000000001 -0.19424999999999998 1.0000000180025095e-35 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0065548982597268372 0.012760499534802442 -0.011741208648186986 -0.013288397442149498 -0.0093920155795169311 0.027359036808420181 0.0069085082259495618
leaf_weight=0.0014349441461229641 0.0011333442674362646 0.0011924022847178313 0.001408340814612611 0.0011714528963444868 0.0010979636777049334 0.0012041901500218243
leaf_count=614 233 268 528 631 1038 598
internal_value=0 0.001263 -0.000882194 0.00286237 0.00787541 -0.00112944
internal_weight=0 0.00720769 0.00607435 0.00466601 0.00347361 0.00237564
internal_count=3910 3296 3063 2535 2267 1229
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=6
num_cat=0
split_feature=52 12 1 1 16
split_gain=7.5908e-06 2.06604e-05 2.35573e-05 3.80467e-05 1.89906e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.091845000000000024 -0.083144999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0036794502128670681 -0.00741779940427666 0.010834051966350561 -0.013993615833295017 0.017084417279777633 -0.011441141796638946
leaf_weight=0.0016707703998227893 0.0011978417637833211 0.0017020394884834211 0.0012274896149766443 0.0011770968504635493 0.0016518029542740621
leaf_count=613 647 696 392 357 1205
internal_value=0 0.00116055 -0.00171429 0.00163546 -0.00383769
internal_weight=0 0.0074292 0.00572716 0.00449967 0.00332257
internal_count=3910 3263 2567 2175 1818
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=8
num_cat=0
split_feature=50 4 48 42 49 0 52
split_gain=1.63334e-05 2.94587e-05 2.4439e-05 2.91469e-05 4.74151e-05 5.87006e-05 2.95773e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999 0.086635000000000004
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=-0.00033798007581403597 -0.00023930630629215719 0.00033641167975186813 0.00024289681731647875 -0.00028730997502287876 0.00046397891570753414 -0.00031061918415373386 0.0001631293248020055
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leaf_count=237 731 396 325 1085 216 607 313
internal_value=0 2.57558e-05 -1.83942e-05 -6.81297e-05 1.60431e-05 0.000133374 -7.37244e-05
internal_weight=0 0.00825777 0.00723022 0.00607405 0.00438866 0.00329622 0.00202667
internal_count=3910 3179 2783 2458 1373 1136 920
is_linear=0
shrinkage=0.00196078


Tree=9184
num_leaves=8
num_cat=0
split_feature=1 12 15 12 47 1 16
split_gain=1.32818e-05 2.65105e-05 2.86583e-05 4.28522e-05 2.76086e-05 3.08322e-05 5.49087e-05
threshold=0.12864500000000004 0.10129000000000001 0.088190000000000004 0.085845000000000019 0.077735000000000012 0.091845000000000024 -0.035699999999999989
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00034308377244458832 0.00019826067634942069 -0.00032352742948127037 0.00030151684964269517 -0.00030380764189393911 -0.00021386343018151336 0.00040952627260607379 -0.0002910081219870943
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leaf_count=326 331 438 724 1125 204 365 397
internal_value=0 -3.24163e-05 1.03729e-05 -4.2676e-05 6.1878e-05 0.000151212 1.02144e-05
internal_weight=0 0.00818247 0.00713389 0.00603438 0.00430907 0.00325464 0.00210542
internal_count=3910 3579 3141 2417 1292 1088 723
is_linear=0
shrinkage=0.00196078


Tree=9185
num_leaves=8
num_cat=0
split_feature=1 457 4 15 47 1 3
split_gain=1.56552e-05 2.28987e-05 2.88674e-05 4.72607e-05 5.40212e-05 1.91285e-05 1.73937e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=454 331 313 972 820 299 276 445
internal_value=0 -4.10666e-05 -8.52298e-05 -0.000179995 -6.4173e-05 0.000118012 8.22942e-05
internal_weight=0 0.00827221 0.00699102 0.00446516 0.00335813 0.00218535 0.00252586
internal_count=3910 3579 3266 2367 1547 1248 899
is_linear=0
shrinkage=0.00196078


Tree=9186
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=7.66603e-06 1.90277e-05 2.27977e-05 5.54831e-05 5.1218e-05 5.44344e-05
threshold=0.12730000000000002 0.092395000000000019 -0.0088999999999999982 -0.25582999999999995 -0.068164999999999989 -0.077679999999999985
decision_type=2 2 2 2 2 2
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leaf_count=565 345 710 218 610 779 683
internal_value=0 -0.00114294 0.000942913 0.00389793 -0.00142233 -0.0095393
internal_weight=0 0.00761473 0.0064855 0.005195 0.00410663 0.00268712
internal_count=3910 3565 2855 2290 2072 1462
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=7
num_cat=0
split_feature=13 16 1 15 13 4
split_gain=7.03564e-06 1.35857e-05 3.16892e-05 4.68022e-05 3.2358e-05 1.89053e-05
threshold=-0.26418499999999995 0.24895000000000003 1.0000000180025095e-35 0.083935000000000023 -0.0010249999999999997 0.0057500000000000008
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010375717841035123 0.0010478594203191182 0.0011291699041191582 0.0013298386983155316 0.0010254272788679439 0.0012555260423573488 0.0018076059037338207
leaf_count=196 911 500 886 853 287 277
internal_value=0 -0.00109499 -0.00286232 -0.0130524 0.00194695 -0.00370799
internal_weight=0 0.00759543 0.00646626 0.00207329 0.00439297 0.00306313
internal_count=3910 3714 3214 1764 1450 564
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=6
num_cat=0
split_feature=15 3 2 2 15
split_gain=7.23937e-06 1.61772e-05 2.75183e-05 3.35092e-05 1.87309e-05
threshold=-0.11739999999999999 -0.100615 0.106035 0.089710000000000012 -0.033649999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
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leaf_count=614 437 439 497 692 1231
internal_value=0 0.00125414 -0.00110189 0.0027698 -0.00354899
internal_weight=0 0.00719135 0.00576805 0.00438901 0.00288189
internal_count=3910 3296 2859 2362 1670
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=6
num_cat=0
split_feature=3 43 160 3 16
split_gain=7.27919e-06 2.58302e-05 2.30937e-05 3.62766e-05 2.27187e-05
threshold=-0.076734999999999984 -0.057994999999999998 -0.010664999999999999 0.094625000000000015 -0.083144999999999983
decision_type=2 2 2 2 2
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leaf_count=810 558 282 399 307 1554
internal_value=0 0.00227586 -0.0013786 -0.00560581 -0.00369496
internal_weight=0 0.00527942 0.00414735 0.00313976 0.00332949
internal_count=3910 1546 988 706 2364
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=7
num_cat=0
split_feature=42 51 42 16 13 51
split_gain=7.57182e-06 1.50842e-05 1.89505e-05 2.33169e-05 1.93828e-05 6.01111e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.092145000000000019 -0.19424999999999998 -0.077944999999999987 0.084305000000000019
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014359398769219272 0.0010057329238062074 0.0014549731959172052 0.0010740001272759453 0.0014013399718754019 0.0010919440134743471 0.0011340378723673074
leaf_count=1060 521 350 710 879 246 144
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internal_weight=0 0.00716203 0.0061563 0.0050823 0.00362732 0.00222598
internal_count=3910 2850 2329 1619 1269 390
is_linear=0
shrinkage=0.1


Tree=9191
num_leaves=7
num_cat=0
split_feature=52 0 4 151 2 0
split_gain=6.44528e-06 2.14542e-05 2.78499e-05 2.62178e-05 3.61696e-05 2.716e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.34687499999999999 -0.0088999999999999982 0.091525000000000009 -0.10575999999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.014991374609211692 -0.0068442889268205773 -0.0025375250388975784 0.019813133744761569 0.0066715199188730964 0.014107558451475703 -0.01472816111728264
leaf_weight=0.0012631289559816858 0.0011934409426492595 0.0010567120261964174 0.0011800796918984787 0.0010147070235861208 0.0014488292541914032 0.0014273495066105507
leaf_count=535 647 245 400 169 618 1296
internal_value=0 0.00107572 0.00925417 -0.00247364 0.00159009 -0.00583631
internal_weight=0 0.00739081 0.00223679 0.00515401 0.00389089 0.00244206
internal_count=3910 3263 645 2618 2083 1465
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=7
num_cat=0
split_feature=15 151 12 16 16 0
split_gain=7.07328e-06 1.73672e-05 2.60043e-05 3.64703e-05 7.20801e-05 3.25835e-05
threshold=-0.11739999999999999 -0.016164999999999995 0.088325000000000015 -0.089864999999999987 0.022165000000000004 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
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leaf_value=-0.0064658505607748541 0.011806174557115896 -0.022661738084913129 0.016078038357150059 0.016198798822721631 -0.01936629774964858 -0.0068472854783963371
leaf_weight=0.0014212445010428751 0.0012812338945413903 0.0010161880089782911 0.0014906497595008027 0.0012578584761421649 0.001041863169768285 0.0010614059047238328
leaf_count=614 561 337 1225 659 264 250
internal_value=0 0.00125827 -0.0010448 -0.00688494 8.64296e-05 0.00654334
internal_weight=0 0.0071492 0.00586797 0.00331591 0.00229972 0.00255206
internal_count=3910 3296 2735 1260 923 1475
is_linear=0
shrinkage=0.1


Tree=9193
num_leaves=7
num_cat=0
split_feature=0 12 52 1 0 4
split_gain=8.2646e-06 1.57038e-05 1.95252e-05 4.28002e-05 4.00581e-05 2.45808e-05
threshold=0.10302000000000001 0.097510000000000013 0.089525000000000007 0.11097000000000001 -0.10071499999999999 0.0066400000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00023457586772029213 0.0079010943935900989 -0.012310176466512234 0.011385527365659934 -0.018514248032080415 -0.0096890183369048449 0.020699628375493644
leaf_weight=0.0010079279422346421 0.0011412097944018358 0.0010926360667336266 0.0013405774714038057 0.0012167084770410975 0.0014885214049038214 0.0012646642043821811
leaf_count=215 210 615 714 379 1580 197
internal_value=0 -0.00124065 0.0006736 -0.00221123 0.00306275 0.011415
internal_weight=0 0.00741104 0.0063184 0.00497782 0.00376111 0.00227259
internal_count=3910 3700 3085 2371 1992 412
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=7
num_cat=0
split_feature=1 0 3 150 1 4
split_gain=7.14068e-06 2.62565e-05 4.34728e-05 1.94335e-05 2.07691e-05 1.68197e-05
threshold=0.085990000000000011 -0.083674999999999986 -0.089604999999999976 0.077110000000000012 0.10561500000000001 0.24280000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.014910628711505954 -0.011122918218587777 0.017652217332321588 -0.010169837847509945 0.013718699333704058 -0.0035852868882776216 0.01279220279377148
leaf_weight=0.0012781546216574253 0.0013305785069541347 0.0010688772949793363 0.0011834123014935341 0.0011657617987261559 0.0012974566703050543 0.0012136658219804412
leaf_count=1178 706 308 723 348 305 342
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internal_weight=0 0.00353044 0.00225229 0.00500746 0.0038417 0.00251112
internal_count=3910 2209 1031 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=9195
num_leaves=7
num_cat=0
split_feature=13 15 12 13 4 1
split_gain=7.96137e-06 1.46273e-05 1.64314e-05 3.46127e-05 3.25967e-05 2.54223e-05
threshold=-0.26418499999999995 0.088615000000000013 0.085845000000000019 -0.062819999999999987 0.08734500000000002 0.091845000000000024
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
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leaf_value=0.0082368932120594554 0.0026349822690836283 -0.012046873717267977 -0.019900008090002419 0.0050994551191537313 -0.0095855900864437113 0.021554244047276527
leaf_weight=0.0010278385207757928 0.0018512067936998283 0.0010576871305013969 0.0010173938074334551 0.0012154864921141552 0.0012032133416750666 0.0011523609181673675
leaf_count=196 762 866 662 808 354 262
internal_value=0 -0.00114801 0.000642088 -0.00629135 0.00432223 0.00989362
internal_weight=0 0.00749735 0.00643966 0.00223288 0.00420678 0.00300357
internal_count=3910 3714 2848 1470 1378 1024
is_linear=0
shrinkage=0.1


Tree=9196
num_leaves=8
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split_feature=50 42 0 47 4 3 4
split_gain=1.21556e-05 2.19103e-05 2.37767e-05 5.82189e-05 2.60561e-05 2.97644e-05 1.30344e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.06402999999999999 1.0000000180025095e-35 -0.0031049999999999997 0.094625000000000015 -0.39075499999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.0002089621873847708 -0.0002059631630614251 -0.00013649118314652763 8.7617733728707212e-05 -0.0003689884569500035 5.2178870281178551e-05 0.00049245786305629209 0.00040140542317294137
leaf_weight=0.0013249878644919829 0.0010143118894614537 0.0010517897237188939 0.0010211508511210243 0.0012682921755584591 0.0014398912094544601 0.0010005542093441558 0.0010146854479545118
leaf_count=862 755 863 208 260 452 169 341
internal_value=0 2.16979e-05 6.66663e-05 -9.17598e-06 0.000121499 0.000232688 0.000244013
internal_weight=0 0.00812135 0.00679636 0.00476053 0.00349224 0.00244045 0.00203584
internal_count=3910 3155 2293 1744 1484 621 549
is_linear=0
shrinkage=0.00196078


Tree=9197
num_leaves=6
num_cat=0
split_feature=1 47 3 4 2
split_gain=6.935e-06 1.63167e-05 2.22319e-05 3.62874e-05 3.01361e-05
threshold=0.12730000000000002 0.09252500000000001 -0.069909999999999986 0.0057500000000000008 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0034345092388194881 0.0076871508365596647 -0.011748962249264472 -0.0022484372217537805 0.018888961856607479 -0.016968592269650636
leaf_weight=0.0016797314735155773 0.0010273839466130186 0.0012021737312868383 0.0019511283284495554 0.0013913479132028948 0.0012722288668106439
leaf_count=1529 345 340 540 321 835
internal_value=0 -0.00107369 0.000965177 0.00655027 -0.00535877
internal_weight=0 0.00749661 0.00629444 0.00334248 0.00295196
internal_count=3910 3565 3225 861 2364
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=7
num_cat=0
split_feature=51 150 15 4 3 13
split_gain=7.74601e-06 1.46622e-05 2.52655e-05 3.18749e-05 2.62909e-05 3.81632e-05
threshold=0.08955500000000001 0.082085000000000019 -0.038029999999999987 0.25367000000000006 -0.089974999999999986 -0.014729999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.020424046771672619 -0.0078810710838277554 0.011768074546794835 -0.0078761879802786913 0.0028471397261624312 -0.0017284746455811667 0.021992335261469837
leaf_weight=0.0011908311327649222 0.0010916102759942958 0.0011049765175337326 0.0012450472957175086 0.0011638337408269514 0.0014112574795396885 0.0013058066043828192
leaf_count=776 487 422 493 382 905 445
internal_value=0 0.00114092 -0.000718057 -0.00892186 0.00415743 0.00967162
internal_weight=0 0.00742175 0.00631678 0.00235466 0.00396211 0.00271706
internal_count=3910 3423 3001 1158 1843 1350
is_linear=0
shrinkage=0.1


Tree=9199
num_leaves=7
num_cat=0
split_feature=0 42 160 160 43 1
split_gain=1.70682e-05 2.74449e-05 2.50403e-05 3.27452e-05 4.56428e-05 2.0829e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00031976073542753418 0.00016666677672470397 -0.00019382531030105436 -0.00026539654842102641 0.00049362824279674362 0.00022722163231722012 -0.0001338481327348459
leaf_weight=0.0011648155197090523 0.0018563818776563858 0.0013501059775905566 0.0010558403213182747 0.0011173413855439769 0.001057954848637004 0.0014645977514813194
leaf_count=1005 446 925 303 351 533 347
internal_value=0 -4.41646e-05 8.93287e-06 6.69786e-05 0.000163716 1.7584e-05
internal_weight=0 0.00721066 0.00604584 0.00499 0.00363989 0.00252255
internal_count=3910 3464 2459 2156 1231 880
is_linear=0
shrinkage=0.00196078


Tree=9200
num_leaves=6
num_cat=0
split_feature=42 43 3 13 15
split_gain=8.0509e-06 1.62079e-05 2.66796e-05 1.87187e-05 3.00042e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.08095999999999999 -0.09547499999999999 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0068892958940358342 -0.0021562964644836094 0.00671207563079075 0.020531583801340039 0.0022017889690223915 -0.017081470941544406
leaf_weight=0.0014193387113784631 0.0010740043223418396 0.0017279214845188334 0.0010017619231020858 0.0018643805144596237 0.0014226066522924892
leaf_count=1060 618 395 715 251 871
internal_value=0 0.00136159 0.00879284 -0.00171435 -0.006144
internal_weight=0 0.00709067 0.00207577 0.00501491 0.00328699
internal_count=3910 2850 1333 1517 1122
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=7
num_cat=0
split_feature=0 3 0 3 43 4
split_gain=8.34322e-06 1.45007e-05 2.77017e-05 3.5649e-05 1.71509e-05 1.59642e-05
threshold=0.10302000000000001 0.11265500000000002 -0.060094999999999989 -0.089974999999999986 -0.06705499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.018564815730062387 0.0079450126648560344 -0.0097852874894903408 0.01461207170826867 0.011926593869850351 -0.0099856500202436197 0.0067686075654047884
leaf_weight=0.0010588364126971881 0.0011406434789652123 0.0015656764966451835 0.00119692401276714 0.0012234735270459287 0.001309870521306467 0.0010051212721653726
leaf_count=585 210 310 429 1066 1011 299
internal_value=0 -0.00124634 0.001061 -0.00246707 0.00234996 -0.0027113
internal_weight=0 0.0073599 0.00579423 0.0045973 0.00353847 0.00231499
internal_count=3910 3700 3390 2961 2376 1310
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=6
num_cat=0
split_feature=52 13 13 12 16
split_gain=7.45333e-06 2.14094e-05 2.74921e-05 3.67785e-05 3.45588e-05
threshold=0.11401500000000002 -0.090744999999999978 -0.017604999999999999 0.086865000000000012 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010252926743442385 -0.0074001293116231943 -0.0166407983862072 -0.015730085348950037 0.016424721316318589 0.0052762234100105715
leaf_weight=0.0019174044351892121 0.0011762347818922263 0.0010418654129445036 0.0014263131568508244 0.0011905073950257299 0.0017368864461692805
leaf_count=520 647 1277 340 730 396
internal_value=0 0.00117646 -0.002049 0.00144289 -0.0041957
internal_weight=0 0.00731298 0.00539557 0.00435371 0.0031632
internal_count=3910 3263 2743 1466 736
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=6
num_cat=0
split_feature=42 49 4 4 13
split_gain=8.25148e-06 1.42881e-05 3.01476e-05 4.6858e-05 2.52774e-05
threshold=-1.0000000180025095e-35 -0.047894999999999993 -1.0000000180025095e-35 0.074650000000000008 -0.032264999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=-0.0069820466697696221 0.0097196078081458279 -0.002620238478466604 -0.025590388915288406 0.0017117186500175009 0.01643622321839578
leaf_weight=0.0014145990681092369 0.0015930619551251125 0.0015023544007716568 0.0010127610512010905 0.0016573447355557466 0.0012969595128413001
leaf_count=1060 450 1222 349 471 358
internal_value=0 0.00138542 -0.00104206 -0.00864387 0.00620887
internal_weight=0 0.00706248 0.00546942 0.00267011 0.00279931
internal_count=3910 2850 2400 820 1580
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=7
num_cat=0
split_feature=50 4 12 133 49 12
split_gain=2.25765e-05 4.43376e-05 2.58275e-05 3.77425e-05 4.9877e-05 4.41655e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 -0.00064499999999999985 0.084100000000000022
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010249114927722344 0.0010022736230298071 0.001037616989129699 0.0017633595532905548 0.0010483332497383049 0.0015372284281966677 0.0018566377178326075
leaf_count=306 731 396 380 642 292 1163
internal_value=0 3.42193e-05 -2.01744e-05 2.74512e-05 9.63951e-05 0.000235389
internal_weight=0 0.00826809 0.00723047 0.00620556 0.00515723 0.00339387
internal_count=3910 3179 2783 2477 1835 1455
is_linear=0
shrinkage=0.00196078


Tree=9205
num_leaves=7
num_cat=0
split_feature=50 42 160 133 16 1
split_gain=1.41425e-05 2.66554e-05 2.8104e-05 3.63882e-05 6.98275e-05 2.50297e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.0095499999999999977 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00023691203173748071 -0.00022736548243225464 0.00022623638957521106 -0.00019763353111489272 -0.00019565673403752653 0.00049591558624164582 -0.00016220162368493489
leaf_weight=0.0013154355525259601 0.0010101171195354324 0.0010922292181892001 0.0012507598904355688 0.0010789886785812376 0.0018611986170817751 0.0015328609473103107
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internal_value=0 1.86339e-05 6.7952e-05 0.000127641 0.000205396 -5.83043e-07
internal_weight=0 0.00813147 0.00681604 0.00556528 0.00448629 0.00262509
internal_count=3910 3155 2293 2007 1320 716
is_linear=0
shrinkage=0.00196078


Tree=9206
num_leaves=7
num_cat=0
split_feature=47 159 160 16 52 0
split_gain=7.7611e-06 1.27526e-05 2.91925e-05 4.60728e-05 2.71237e-05 2.27419e-05
threshold=0.09550500000000002 0.078065000000000009 0.084835000000000008 -0.083144999999999983 0.091210000000000013 -0.10131499999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.0059711267473823723 0.0061459465913238738 0.0089258827739096842 0.01142446525822987 -0.023351824010523239 -0.0024995069025868458 0.014855353721103307
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leaf_count=262 389 617 271 1206 439 726
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internal_weight=0 0.00684479 0.0058433 0.00474745 0.00265013 0.00209732
internal_count=3910 3521 2904 2633 1645 988
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=7
num_cat=0
split_feature=1 4 1 2 4 0
split_gain=7.61983e-06 2.27506e-05 1.9351e-05 3.15706e-05 1.45136e-05 1.40695e-05
threshold=0.085990000000000011 -0.15333499999999997 0.092550000000000007 0.11462500000000002 0.08734500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
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leaf_weight=0.0013856428331337359 0.0012205685305228258 0.0010840269443642592 0.0012315456346961148 0.0012619159279718675 0.0012575128709804554 0.0010366161988396723
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internal_weight=0 0.00350629 0.00497154 0.00375097 0.00248906 0.00212064
internal_count=3910 2209 1701 1286 874 2043
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=7
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split_feature=160 12 15 160 1 2
split_gain=7.08143e-06 2.24849e-05 2.38413e-05 2.67366e-05 3.17961e-05 2.66427e-05
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decision_type=2 2 2 2 2 2
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leaf_count=515 441 478 877 932 368 299
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internal_weight=0 0.00724304 0.00616821 0.00471056 0.00362372 0.00257896
internal_count=3910 3469 2991 2476 1599 1231
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=8
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split_feature=50 42 133 16 52 49 1
split_gain=1.64163e-05 3.11823e-05 2.72274e-05 3.95198e-05 8.79186e-05 2.11088e-05 2.30191e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.0002534607966316188 -0.00024046160423266979 0.00022914020022046899 -0.00021466394709790729 -2.0392155410248585e-05 0.00076533274681003089 0.00011395449938358292 -0.00027402690253563035
leaf_weight=0.0012941598907683025 0.0010073924289666298 0.0010776326608678286 0.001027392185013307 0.0012029745666855664 0.0010048775409042471 0.0010582019928139542 0.0013229582158854431
leaf_count=862 755 208 584 421 330 457 293
internal_value=0 2.51573e-05 7.90226e-05 0.000132269 0.000337221 1.44261e-06 -0.000101606
internal_weight=0 0.0079882 0.00669404 0.00566664 0.00220785 0.00345879 0.00238116
internal_count=3910 3155 2293 1709 751 958 750
is_linear=0
shrinkage=0.00196078


Tree=9210
num_leaves=7
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split_feature=1 4 48 47 16 4
split_gain=8.89322e-06 1.83778e-05 1.57061e-05 2.88691e-05 5.31888e-05 1.04003e-05
threshold=0.085990000000000011 -0.15333499999999997 0.087945000000000009 0.09252500000000001 -0.029944999999999996 -0.013929999999999998
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00349619 0.00496774 0.00332676 0.00228143 0.00211468
internal_count=3910 2209 1701 1352 1171 2043
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=8
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split_feature=50 4 48 0 3 2 13
split_gain=2.11845e-05 3.59144e-05 2.89733e-05 6.69093e-05 3.63778e-05 3.28617e-05 4.08709e-05
threshold=0.084340000000000012 0.28937500000000005 0.083775000000000002 -0.18087499999999998 0.10666500000000002 0.095195000000000016 -0.014114999999999997
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011868097819854543 0.001006035063705943 0.0010292396110602149 0.0010041347395990385 0.0010234899841222011 0.0010457129730863848 0.001045382723344126 0.0019043287464569399
leaf_count=965 731 396 71 503 85 572 587
internal_value=0 2.6429e-05 -2.24835e-05 0.000176231 -0.000100234 -0.000182833 -8.12e-05
internal_weight=0 0.0082391 0.00720986 0.00202762 0.00518223 0.00413652 0.00309114
internal_count=3910 3179 2783 574 2209 2124 1552
is_linear=0
shrinkage=0.00196078


Tree=9212
num_leaves=7
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split_feature=50 133 16 52 2 4
split_gain=1.37608e-05 2.92192e-05 4.46023e-05 6.21141e-05 3.10955e-05 7.15568e-05
threshold=0.083475000000000008 0.090085000000000012 -0.010344999999999998 -0.07125999999999999 0.085255000000000011 0.0057500000000000008
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013827919127017384 0.0010041223570861459 0.0011228571524215481 0.0015964171461259748 0.0012481031503865027 0.0010912119705515865 0.0016236192822308509
leaf_count=559 735 617 641 412 532 414
internal_value=0 2.1812e-05 6.92774e-05 0.000257913 -6.16709e-05 -0.000183575
internal_weight=0 0.008065 0.00694214 0.00284452 0.00409762 0.00271483
internal_count=3910 3175 2558 1053 1505 946
is_linear=0
shrinkage=0.00196078


Tree=9213
num_leaves=6
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split_feature=47 160 15 12 16
split_gain=8.66732e-06 1.45085e-05 2.19849e-05 3.57804e-05 2.6056e-05
threshold=0.09550500000000002 -0.063534999999999994 0.088190000000000004 0.086935000000000012 -0.063614999999999991
decision_type=2 2 2 2 2
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leaf_value=0.0075815140935320425 0.0064806899309759304 0.0080727550909632777 0.0079220090327686565 -0.01984252283084632 -0.011535451645124782
leaf_weight=0.0013754522072554733 0.0016497759460146226 0.0015378019932467282 0.0012188419375885069 0.0014824666073445141 0.0012116549529053225
leaf_count=906 389 607 726 813 469
internal_value=0 -0.00159603 -0.00391191 -0.00732021 -0.000568363
internal_weight=0 0.00682622 0.00545077 0.00423192 0.00274946
internal_count=3910 3521 2615 1889 1076
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=7
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split_feature=52 160 47 4 43 16
split_gain=7.47042e-06 1.52515e-05 2.57848e-05 2.4082e-05 2.0382e-05 4.45318e-06
threshold=-0.081429999999999989 0.043720000000000009 0.09550500000000002 -1.0000000180025095e-35 -0.0037249999999999996 0.23932500000000004
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 -6 -7
leaf_value=0.010014542119471295 -0.0080734109488174964 -0.012947744577702586 0.014245152524970127 -0.012027852119678625 0.010132265493402945 0.00060682072441208804
leaf_weight=0.0010033750421735354 0.0010006189062646742 0.0010129212174558215 0.0010805490014770625 0.0017636840811366796 0.0015954215754206849 0.0010092604919319636
leaf_count=514 1118 277 255 744 545 457
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internal_weight=0 0.00645319 0.00544027 0.00435972 0.00259604 0.00201264
internal_count=3910 2939 2662 2407 1663 971
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=6
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split_feature=4 4 2 2 0
split_gain=7.93984e-06 1.94546e-05 1.91623e-05 2.97945e-05 1.50585e-05
threshold=-0.06272999999999998 -0.0010999999999999996 0.086545000000000025 0.10393500000000001 0.039665000000000006
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
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leaf_value=-0.010382322537118883 0.014482335742277076 -0.0092520142866882506 0.017922780636406017 -0.0035491001421043577 0.0039031935359277502
leaf_weight=0.0016918855519570874 0.0010502863047970341 0.0016341631734416301 0.0010261808479369639 0.0017454440429323799 0.001308615842851228
leaf_count=1332 970 432 344 576 256
internal_value=0 0.00225227 -0.000663228 0.00440076 -0.00415195
internal_weight=0 0.00545607 0.00440579 0.00277162 0.0030005
internal_count=3910 2322 1352 920 1588
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=6
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split_feature=1 3 3 13 16
split_gain=8.19268e-06 2.2405e-05 3.66675e-05 2.10048e-05 1.80627e-05
threshold=0.088010000000000019 -0.100615 0.084925000000000014 -0.0024749999999999993 -0.074719999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.00882813122380504 0.011558194846220766 -0.017854545786756604 0.005444373730166231 -0.012417981792228725 0.0038870871638004021
leaf_weight=0.0010772942231776343 0.0017242937743549721 0.0016232151584017495 0.0011569039015314683 0.0011068796181160083 0.0017593048975341761
leaf_count=282 961 1924 119 245 379
internal_value=0 -0.00341489 -0.00815906 0.00283698 -0.0024097
internal_weight=0 0.00385741 0.00278012 0.00459048 0.00286618
internal_count=3910 2325 2043 1585 624
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=8
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split_feature=160 16 0 2 3 49 15
split_gain=1.44817e-05 2.79269e-05 4.22823e-05 2.93752e-05 4.49133e-05 2.54945e-05 1.62035e-05
threshold=-0.081069999999999989 -0.029944999999999996 -0.10209999999999998 0.106285 -0.074234999999999982 -1.0000000180025095e-35 0.084565000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=0.00017954608778754887 0.00011128189349783188 -1.6468532060217701e-05 0.00044748756608538104 9.3143646458433197e-05 -0.00057014097489741834 -0.00027661556567907294 9.8624010979449754e-05
leaf_weight=0.0013636924611022628 0.0011649943786292416 0.0010875892703490603 0.0010045142206724449 0.0010550056495589348 0.0011684532743340549 0.0014777675127051419 0.0010437080423073395
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internal_value=0 -3.90545e-05 5.82632e-05 -0.000176931 -0.000303227 -0.000105621 0.000269718
internal_weight=0 0.00800203 0.00469098 0.00331105 0.00225604 0.00264276 0.00204822
internal_count=3910 3095 1810 1285 920 467 1343
is_linear=0
shrinkage=0.00196078


Tree=9218
num_leaves=7
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split_feature=50 42 51 16 13 48
split_gain=1.6702e-05 2.4503e-05 2.26616e-05 3.43235e-05 3.87794e-05 2.81919e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
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leaf_value=-0.00022091395058382635 -0.00024204604852975632 -0.00019661574163831736 0.00015166285511614179 1.6540795675903187e-05 0.00046765068535720123 -0.00025316282522146085
leaf_weight=0.0012902870494340352 0.0010048608921906206 0.0010060435068758519 0.0014034723344971581 0.0013156425584551286 0.0016533742219651095 0.0012508066298989994
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internal_value=0 2.63035e-05 7.44201e-05 0.00012291 0.000267753 -3.91078e-05
internal_weight=0 0.00791963 0.00662934 0.0056233 0.00296902 0.00265428
internal_count=3910 3131 2271 1798 1139 659
is_linear=0
shrinkage=0.00196078


Tree=9219
num_leaves=6
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split_feature=4 16 0 52 3
split_gain=7.26579e-06 1.58612e-05 1.92286e-05 2.71083e-05 3.9264e-05
threshold=0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.083750000000000005 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_weight=0.0010305299232852873 0.0011162185427810115 0.0019601763412045838 0.001170118848659479 0.0018050681049169683 0.0013808132158918511
leaf_count=226 426 387 1333 1056 482
internal_value=0 -0.00116775 0.000709082 -0.00299219 -0.00962816
internal_weight=0 0.00734671 0.00631618 0.004356 0.00255093
internal_count=3910 3484 3258 2871 1815
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=7
num_cat=0
split_feature=4 0 3 15 49 16
split_gain=6.90237e-06 2.0567e-05 3.25971e-05 3.04536e-05 2.99084e-05 1.5394e-05
threshold=-0.34687499999999999 -0.060094999999999989 -0.089974999999999986 0.083935000000000023 -0.006494999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.0065096322380078821 -0.017226933528004897 0.012802148605878786 -0.013713984407759394 0.016670036825174425 -0.0033060878849168734 0.013220676947652381
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internal_weight=0 0.00707846 0.00581553 0.00476556 0.00364678 0.00225445
internal_count=3910 3619 3195 2610 1652 1159
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=7
num_cat=0
split_feature=50 42 133 43 52 16
split_gain=1.78801e-05 2.69355e-05 2.38124e-05 4.52351e-05 3.96367e-05 6.30615e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.087330000000000019 -0.074254999999999988 -0.074484999999999982 -0.19424999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.00023437965046737891 -0.00025305460845822755 0.00042616557604081623 -0.00019773674125243257 -0.00030638944232102091 -0.00020631746389362503 0.00036098568518754264
leaf_weight=0.0012909284932981621 0.0010023733016831958 0.00143313390579578 0.0010382446580800191 0.0010538045625782168 0.0012588486732457132 0.0018760405069291064
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internal_weight=0 0.007951 0.00666007 0.00562183 0.00418869 0.00313489
internal_count=3910 3131 2271 1697 1152 832
is_linear=0
shrinkage=0.00196078


Tree=9222
num_leaves=6
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split_feature=48 2 2 0 52
split_gain=8.21899e-06 2.08946e-05 3.31882e-05 2.55e-05 1.97754e-05
threshold=0.091555000000000011 0.11260500000000001 0.087005000000000013 -0.082604999999999998 0.089525000000000007
decision_type=2 2 2 2 2
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internal_weight=0 0.00667885 0.00561997 0.00310525 0.00251472
internal_count=3910 3427 2943 1583 1360
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=7
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split_feature=50 42 3 47 1 13
split_gain=1.97906e-05 2.60186e-05 2.70336e-05 2.868e-05 4.15247e-05 2.93463e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.11266 0.077735000000000012 0.099595000000000017 -0.084084999999999979
decision_type=2 2 2 2 2 2
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internal_weight=0 0.0081545 0.00680726 0.00546166 0.00405964 0.00292908
internal_count=3910 3179 2312 2007 1705 1235
is_linear=0
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Tree=9224
num_leaves=7
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split_feature=50 4 151 16 15 15
split_gain=1.30501e-05 2.53917e-05 3.03675e-05 3.10082e-05 2.06675e-05 1.9858e-05
threshold=1.0000000180025095e-35 0.27608500000000008 -0.016164999999999995 -0.092424999999999993 1.0000000180025095e-35 -0.038029999999999987
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00795119 0.00694028 0.0057036 0.00392007 0.00292004
internal_count=3910 3131 2721 2275 1831 888
is_linear=0
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Tree=9225
num_leaves=7
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split_feature=50 42 160 133 16 3
split_gain=1.04625e-05 2.40002e-05 2.23636e-05 2.92442e-05 6.33538e-05 1.74917e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.0095499999999999977 0.088060000000000013
decision_type=2 2 2 2 2 2
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leaf_value=-0.00022408470553450922 -0.00019165432204503181 0.00012444972337532435 -0.00017212273776834457 -0.00016843474488982817 0.0004712454874492818 -0.00020716288373884696
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internal_weight=0 0.00798064 0.00668254 0.00545738 0.00438029 0.00255541
internal_count=3910 3131 2271 1987 1315 713
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shrinkage=0.00196078


Tree=9226
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split_feature=50 4 12 48 0 49 3
split_gain=2.42698e-05 2.34229e-05 3.06899e-05 3.30791e-05 2.829e-05 5.29676e-05 6.85241e-05
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decision_type=2 2 2 2 2 2 2
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internal_count=3910 3175 2779 2474 2192 1858 1599
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Tree=9227
num_leaves=7
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split_feature=48 4 15 160 52 3
split_gain=2.86299e-05 3.16969e-05 4.3747e-05 4.1157e-05 3.52834e-05 4.16144e-05
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decision_type=2 2 2 2 2 2
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internal_count=3910 3427 2902 1794 1229 710
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shrinkage=0.00196078


Tree=9228
num_leaves=8
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split_feature=47 15 2 2 4 0 3
split_gain=2.17292e-05 3.07058e-05 2.45001e-05 3.39427e-05 2.52994e-05 4.67233e-05 2.13541e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=914 270 308 489 278 422 534 695
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internal_weight=0 0.00249821 0.00682065 0.00579632 0.00466714 0.00345052 0.00212426
internal_count=3910 578 3332 2843 2565 2143 1229
is_linear=0
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Tree=9229
num_leaves=7
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split_feature=52 133 13 1 16 4
split_gain=7.32735e-06 1.85197e-05 3.4745e-05 2.54752e-05 2.36815e-05 4.54117e-05
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decision_type=2 2 2 2 2 2
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leaf_count=974 647 683 250 296 651 409
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internal_weight=0 0.00732339 0.00616637 0.00447825 0.0032639 0.00208552
internal_count=3910 3263 2289 1606 1310 1060
is_linear=0
shrinkage=0.1


Tree=9230
num_leaves=8
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split_feature=50 4 48 52 13 12 16
split_gain=2.11781e-05 2.20429e-05 2.80603e-05 3.22954e-05 3.85748e-05 4.61366e-05 1.55212e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00825498 0.00723048 0.00607676 0.00485083 0.00219803 0.0026528
internal_count=3910 3179 2783 2458 1893 1416 477
is_linear=0
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Tree=9231
num_leaves=7
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split_feature=42 49 2 43 2 16
split_gain=7.48227e-06 2.21591e-05 2.30263e-05 3.87277e-05 3.34667e-05 2.58661e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00727374 0.0056664 0.00305275 0.00261365 0.00203832
internal_count=3910 3333 2875 2008 867 1229
is_linear=0
shrinkage=0.1


Tree=9232
num_leaves=6
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split_feature=4 13 0 42 0
split_gain=7.54629e-06 2.01643e-05 1.75688e-05 2.95631e-05 6.804e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 0.085195000000000007 -0.10071499999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0011798996459714169 0.0016215383760709067 0.0018672185143252362 0.0010847017605689676 0.0013728653282867563 0.0013729358574151604
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internal_value=0 -0.00149172 0.000972295 -0.00172037 -0.00693128
internal_weight=0 0.00687762 0.00569772 0.00461302 0.00324015
internal_count=3910 3376 3162 2854 1595
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=7
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split_feature=1 42 133 2 2 16
split_gain=8.18459e-06 1.84031e-05 1.79925e-05 2.45791e-05 4.07129e-05 2.2442e-05
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decision_type=2 2 2 2 2 2
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leaf_count=707 345 710 891 474 337 446
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internal_weight=0 0.00746035 0.00636064 0.0049715 0.00265528 0.00231622
internal_count=3910 3565 2855 1964 811 1153
is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=6
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split_feature=133 160 42 48 15
split_gain=8.39114e-06 3.18722e-05 1.6803e-05 2.80807e-05 3.34264e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.087945000000000009 -0.014614999999999998
decision_type=2 2 2 2 2
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leaf_count=604 1086 434 685 289 812
internal_value=0 -0.00119691 0.00218049 -0.000862006 0.00437613
internal_weight=0 0.0074603 0.00588817 0.00444598 0.00309949
internal_count=3910 3306 2220 1535 1246
is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=7
num_cat=0
split_feature=48 1 2 43 16 0
split_gain=2.62221e-05 3.75121e-05 3.168e-05 3.57131e-05 1.63164e-05 1.58169e-05
threshold=0.091555000000000011 0.11198000000000001 0.087005000000000013 0.0050750000000000005 -0.057604999999999996 -0.077944999999999987
decision_type=2 2 2 2 2 2
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leaf_count=801 483 481 806 315 544 480
internal_value=0 -6.07456e-05 -0.000133449 -0.000257418 3.57191e-05 -0.000402114
internal_weight=0 0.0073784 0.00580782 0.00335168 0.00245615 0.00221807
internal_count=3910 3427 2946 1601 1345 1286
is_linear=0
shrinkage=0.00196078


Tree=9236
num_leaves=6
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split_feature=48 42 133 4 0
split_gain=7.94594e-06 2.04919e-05 2.10283e-05 3.16933e-05 4.21502e-05
threshold=0.091555000000000011 0.086325000000000013 0.065880000000000008 -0.078484999999999985 -0.10209999999999998
decision_type=2 2 2 2 2
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leaf_count=649 483 1301 617 341 519
internal_value=0 -0.00161338 0.00150212 -0.00172165 0.0037887
internal_weight=0 0.00670557 0.00508915 0.00406638 0.00292633
internal_count=3910 3427 2126 1509 860
is_linear=0
shrinkage=0.1


Tree=9237
num_leaves=7
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split_feature=160 16 0 43 49 15
split_gain=7.73404e-06 2.77459e-05 3.96555e-05 2.79937e-05 2.35611e-05 7.40794e-06
threshold=-0.081069999999999989 -0.029944999999999996 -0.084304999999999977 -0.047174999999999988 -0.045004999999999996 -0.106555
decision_type=2 2 2 2 2 2
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leaf_value=0.007307661177711193 0.010212645415303506 0.0010201244944791977 0.019585479527686116 -0.018314462685933904 -0.0022406423923286519 -0.014307537893110112
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internal_weight=0 0.00723938 0.00424401 0.00299537 0.00307354 0.00203504
internal_count=3910 3095 1810 1285 963 798
is_linear=0
shrinkage=0.1


Tree=9238
num_leaves=6
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split_feature=4 43 12 0 52
split_gain=8.08089e-06 1.47045e-05 2.43378e-05 3.17449e-05 2.52586e-05
threshold=0.25367000000000006 -0.093039999999999984 0.092365000000000017 -0.18087499999999998 0.071660000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_count=528 534 137 833 1203 675
internal_value=0 -0.00153484 0.000709748 0.00427477 0.00960331
internal_weight=0 0.00683782 0.00553992 0.00429685 0.00310394
internal_count=3910 3376 2848 2015 1878
is_linear=0
shrinkage=0.1


Tree=9239
num_leaves=7
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split_feature=1 0 47 13 4 0
split_gain=1.51711e-05 3.57569e-05 2.23132e-05 3.63117e-05 3.95266e-05 1.53491e-05
threshold=0.076710000000000014 -0.076734999999999984 0.077065000000000008 -0.0010249999999999997 0.0057500000000000008 -0.10209999999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014367176346698576 0.0012101508006823725 0.0017133932785518614 0.001015181155722322 0.0012291726212724659 0.0012232174702181318 0.0012970026543605115
leaf_count=1519 858 489 148 380 213 303
internal_value=0 -0.000113901 5.42612e-05 0.000149469 1.23215e-05 -9.65493e-05
internal_weight=0 0.00315011 0.00597472 0.00366254 0.00245239 0.00231218
internal_count=3910 2008 1902 1451 593 451
is_linear=0
shrinkage=0.00196078


Tree=9240
num_leaves=7
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split_feature=1 15 2 3 3 15
split_gain=7.39344e-06 1.87512e-05 4.50805e-05 4.19237e-05 3.59387e-05 1.76863e-05
threshold=0.11235500000000002 -0.10312999999999999 0.087005000000000013 0.097615000000000021 -0.080664999999999987 -0.074174999999999977
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00635356 0.00531833 0.00332902 0.00230197 0.00210202
internal_count=3910 3279 2907 1612 1472 631
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=8
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split_feature=51 42 49 47 16 48 12
split_gain=1.38549e-05 2.13844e-05 2.25941e-05 2.76564e-05 2.97067e-05 4.18516e-05 3.19124e-05
threshold=-0.09021499999999999 -1.0000000180025095e-35 0.073145000000000016 1.0000000180025095e-35 -0.11180499999999999 0.085425000000000015 0.088325000000000015
decision_type=2 2 2 2 2 2 2
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internal_value=0 -3.83881e-05 1.96618e-06 -4.80298e-05 1.56677e-05 -7.40868e-05 -0.000215185
internal_weight=0 0.00788155 0.00681729 0.00569928 0.00468123 0.00351923 0.00245168
internal_count=3910 3395 2464 2052 1820 1404 1149
is_linear=0
shrinkage=0.00196078


Tree=9242
num_leaves=8
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split_feature=4 12 3 160 2 2 16
split_gain=1.0029e-05 1.59667e-05 2.35607e-05 2.33753e-05 3.04684e-05 2.55396e-05 3.84223e-06
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00766658 0.00660622 0.00548551 0.00445143 0.00335125 0.00202219
internal_count=3910 3484 3140 3004 2007 1512 935
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Tree=9243
num_leaves=7
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split_feature=133 42 12 13 4 3
split_gain=6.62794e-06 2.08466e-05 3.57122e-05 3.64034e-05 2.83481e-05 1.34703e-05
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internal_weight=0 0.00743457 0.00641312 0.0047853 0.00370221 0.00269849
internal_count=3910 3231 2847 1848 986 771
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=7
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split_feature=4 13 0 43 4 16
split_gain=8.03996e-06 1.5245e-05 1.80099e-05 2.72838e-05 2.84944e-05 2.75311e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00683318 0.00565728 0.00458103 0.00325193 0.00215807
internal_count=3910 3376 3162 2854 1802 697
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=6
num_cat=0
split_feature=2 160 1 2 51
split_gain=7.41306e-06 2.80173e-05 2.232e-05 2.61129e-05 2.12654e-05
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decision_type=2 2 2 2 2
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leaf_value=0.0074626706380773403 0.0031713473083389261 0.015812029894522826 0.010325341594055305 -0.01525744480150661 -0.010099578207919652
leaf_weight=0.0010580476768426344 0.001536677202763619 0.0011804092092118522 0.0011413027705947034 0.0015388636367455804 0.0019791923603928903
leaf_count=289 1016 343 358 570 1334
internal_value=0 0.0021943 -0.00161767 -0.0060496 -0.00398162
internal_weight=0 0.00539725 0.00421684 0.00307554 0.00303724
internal_count=3910 2287 1944 1586 1623
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=7
num_cat=0
split_feature=50 160 49 42 2 15
split_gain=1.57272e-05 2.6569e-05 2.60184e-05 2.70794e-05 2.88034e-05 2.08251e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.000259802758052395 -0.00023560643963978968 0.00025924601028882516 -7.259933545291737e-05 -0.00029328765987694582 -0.00023636898631087397 0.0002745298419738965
leaf_weight=0.0015086867673970899 0.0010000605710173598 0.001021824512866489 0.0011890800144013331 0.0016355346424684839 0.0012744587280872034 0.0015060043856858589
leaf_count=800 739 214 316 853 360 628
internal_value=0 2.49591e-05 -2.85056e-05 -8.09637e-05 6.51818e-06 0.000121375
internal_weight=0 0.00813559 0.0066269 0.00560508 0.00396954 0.00269508
internal_count=3910 3171 2371 2157 1304 944
is_linear=0
shrinkage=0.00196078


Tree=9247
num_leaves=6
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split_feature=42 49 3 4 4
split_gain=1.30328e-05 2.53928e-05 3.43664e-05 3.68692e-05 2.73779e-05
threshold=-0.088669999999999985 -0.047894999999999993 -0.078884999999999997 -1.0000000180025095e-35 0.08734500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=0.00017989468496226011 0.00017124967945984421 -0.00031543283975182812 0.00020605930166612559 -0.0003975724097519862 2.8817264415696287e-05
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leaf_count=480 461 1593 659 319 398
internal_value=0 -3.74587e-05 -9.68711e-05 1.76999e-06 -0.000162545
internal_weight=0 0.00787323 0.00612861 0.00422279 0.00234037
internal_count=3910 3430 2969 1376 717
is_linear=0
shrinkage=0.00196078


Tree=9248
num_leaves=6
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split_feature=42 47 1 3 3
split_gain=1.24882e-05 2.91025e-05 3.87088e-05 2.51168e-05 5.13098e-05
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decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.00017602240753493672 0.00019572658429734956 -0.00025230854814847759 0.00027941146760373592 -0.00040559340482349893 8.8022434866596392e-05
leaf_weight=0.0012230172170128025 0.0010349646904414121 0.0018450017994759791 0.0017027639636762616 0.0015957468324560675 0.0016434421297632368
leaf_count=480 222 454 707 1874 173
internal_value=0 -3.70411e-05 2.94094e-05 -7.0188e-05 -0.000155151
internal_weight=0 0.00782192 0.00597692 0.00427415 0.00323919
internal_count=3910 3430 2976 2269 2047
is_linear=0
shrinkage=0.00196078


Tree=9249
num_leaves=7
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split_feature=160 133 43 4 15 42
split_gain=7.12394e-06 2.15839e-05 2.43882e-05 2.02156e-05 4.70636e-05 1.60619e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
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leaf_weight=0.001009689751754997 0.0012262832767363811 0.0010252911982134285 0.001207266400903071 0.0013000399209674922 0.001655022933089288 0.0010367581709035236
leaf_count=599 427 812 698 347 639 388
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internal_weight=0 0.00723407 0.00620878 0.00416233 0.00295506 0.00204645
internal_count=3910 3483 2671 1684 986 987
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=8
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split_feature=50 4 12 48 52 43 2
split_gain=2.03971e-05 4.03214e-05 3.45061e-05 3.44353e-05 3.63838e-05 4.20791e-05 2.29323e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.090910000000000005 -0.087604999999999988 -0.020804999999999997 0.092450000000000018
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
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internal_value=0 2.70858e-05 -2.45152e-05 2.9693e-05 -3.64312e-05 5.10997e-05 0.000175184
internal_weight=0 0.00830288 0.00726659 0.00625915 0.00518693 0.00403936 0.0029177
internal_count=3910 3179 2783 2477 2194 1639 854
is_linear=0
shrinkage=0.00196078


Tree=9251
num_leaves=7
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split_feature=50 160 2 48 52 15
split_gain=1.96209e-05 2.61634e-05 2.84429e-05 4.57458e-05 5.56774e-05 2.15112e-05
threshold=0.07992500000000001 -0.026849999999999995 0.113945 0.087770000000000015 -0.031409999999999993 0.041585000000000004
decision_type=2 2 2 2 2 2
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leaf_count=799 755 529 399 272 391 765
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internal_weight=0 0.00808598 0.00658337 0.00543742 0.0043332 0.0030879
internal_count=3910 3155 2356 1957 1685 1156
is_linear=0
shrinkage=0.00196078


Tree=9252
num_leaves=7
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split_feature=42 2 2 2 3 2
split_gain=1.23808e-05 2.62976e-05 3.89495e-05 3.41521e-05 2.6895e-05 2.45683e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0013593314745413308 0.0010608361460022293 0.0010766761433562517 0.0011921621085787563 0.0014497990712189451 0.001433006046104867 0.0017338982074116805
leaf_count=577 917 541 524 340 444 567
internal_value=0 -3.56482e-05 4.06367e-05 -4.15672e-05 -0.000202437 6.44334e-05
internal_weight=0 0.00794638 0.00545254 0.00437586 0.00249384 0.0031837
internal_count=3910 3333 1972 1431 1361 907
is_linear=0
shrinkage=0.00196078


Tree=9253
num_leaves=6
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split_feature=2 13 13 52 15
split_gain=7.35515e-06 3.41248e-05 2.59536e-05 2.38554e-05 8.71154e-06
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decision_type=2 2 2 2 2
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leaf_count=1669 254 359 412 736 480
internal_value=0 -0.00245197 0.00355668 0.00365131 -0.00313796
internal_weight=0 0.0050947 0.00339463 0.00327396 0.0021401
internal_count=3910 2764 1146 1095 892
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=7
num_cat=0
split_feature=12 42 3 15 48 0
split_gain=2.04684e-05 4.36476e-05 3.26879e-05 3.34991e-05 2.6895e-05 5.23865e-05
threshold=-0.036459999999999992 -0.088669999999999985 0.10420500000000001 -0.038029999999999987 0.083775000000000002 -0.083934999999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010236949679691331 0.0010586150289986001 0.0017784985248291921 0.0010356666604584746 0.0010321293980128854 0.0016647076842017669 0.0019558924194337992
leaf_count=504 423 1003 148 113 414 1305
internal_value=0 2.55041e-05 -2.7322e-05 0.000182311 -0.000107609 -0.000200008
internal_weight=0 0.00852551 0.00746689 0.0020678 0.0053991 0.00373439
internal_count=3910 3406 2983 261 2722 2308
is_linear=0
shrinkage=0.00196078


Tree=9255
num_leaves=7
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split_feature=47 3 48 16 13 47
split_gain=7.20184e-06 2.09433e-05 1.70435e-05 2.08468e-05 2.46712e-05 1.17836e-05
threshold=0.077065000000000008 0.10420500000000001 0.08346000000000002 -0.0017249999999999998 -0.0101 0.10783500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.011715635582784717 -0.012696659858210398 0.01190048459353028 0.0083858031821462849 -0.01527237755323993 -0.0095326331743157897 0.0018455089037645919
leaf_weight=0.0010590722155975438 0.0010412704538895921 0.0015213766252048042 0.0012587490275972309 0.0012907150568112124 0.0011289215296999362 0.0011986234231853819
leaf_count=1310 328 279 378 753 612 250
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internal_weight=0 0.00625883 0.00473746 0.00347871 0.00218799 0.00223989
internal_count=3910 3332 3053 2675 1922 578
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=7
num_cat=0
split_feature=42 2 4 160 16 0
split_gain=7.55155e-06 1.92341e-05 2.42727e-05 2.18965e-05 1.94452e-05 2.63652e-05
threshold=-0.082904999999999993 0.086545000000000025 -0.0010999999999999996 0.084480000000000013 -0.090809999999999988 -0.060094999999999989
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012344854975236356 0.001099775901298341 0.0015911628721504444 0.001185704448827055 0.0011254298359221057 0.0011039933818676397 0.0011484393760987721
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internal_weight=0 0.00725451 0.00228548 0.00496903 0.0038436 0.00225243
internal_count=3910 3333 1361 1972 1695 1194
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=6
num_cat=0
split_feature=160 133 16 16 12
split_gain=8.50461e-06 2.63501e-05 6.4923e-05 2.06906e-05 3.39411e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.0063350000000000012 -0.088144999999999987 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0090230829880666805 -0.0062788880119445016 -0.011382283337477622 0.020393324906719509 -0.012647978802459162 0.015127265346960621
leaf_weight=0.0011869292166759465 0.0017373378842317775 0.0012742071145521641 0.0017612028573670692 0.0013763155082402397 0.0011417160740103687
leaf_count=391 672 1119 553 822 353
internal_value=0 0.00156773 0.00458648 -0.00292751 0.00281764
internal_weight=0 0.00674037 0.00546616 0.00370496 0.00232865
internal_count=3910 3238 2119 1566 744
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=8
num_cat=0
split_feature=484 0 48 4 4 48 16
split_gain=1.44504e-05 2.58373e-05 6.84856e-05 4.84227e-05 4.63768e-05 1.25229e-05 2.88808e-06
threshold=0.084225000000000008 -0.14733499999999997 0.081315000000000012 0.15927500000000003 -0.082054999999999975 0.087945000000000009 -0.008069999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-6.1447969460300974e-05 0.00020983962459237901 5.5997689295857127e-05 0.00047463236046563787 0.00030963980366336476 -0.00030143128760166076 -0.0003554041223118375 -0.00044997018373040259
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internal_value=0 -3.76594e-05 2.99465e-05 -6.96823e-05 -0.000170765 -0.000217284 -0.000375865
internal_weight=0 0.00818006 0.0059432 0.00485538 0.00383376 0.00223686 0.00201303
internal_count=3910 3440 3079 2548 2197 361 1480
is_linear=0
shrinkage=0.00196078


Tree=9259
num_leaves=7
num_cat=0
split_feature=160 12 4 15 13 4
split_gain=7.10722e-06 1.90424e-05 2.23621e-05 4.11711e-05 2.59151e-05 2.30004e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00724752 0.00616166 0.00287611 0.00328555 0.00207217
internal_count=3910 3469 2991 907 2084 893
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=6
num_cat=0
split_feature=15 16 0 52 3
split_gain=9.12377e-06 3.58398e-05 3.0554e-05 2.4766e-05 4.10989e-05
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decision_type=2 2 2 2 2
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leaf_count=459 298 340 1466 861 486
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internal_weight=0 0.00738736 0.00634309 0.00445313 0.00276348
internal_count=3910 3451 3153 2813 1952
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=7
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split_feature=50 4 150 52 16 4
split_gain=1.70536e-05 3.59849e-05 2.89955e-05 3.94059e-05 3.76588e-05 2.88723e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00814424 0.00712445 0.0059593 0.00436017 0.00254895
internal_count=3910 3179 2783 2473 1872 1311
is_linear=0
shrinkage=0.00196078


Tree=9262
num_leaves=7
num_cat=0
split_feature=43 1 42 52 4 1
split_gain=1.51857e-05 2.77393e-05 3.54093e-05 3.20061e-05 6.13729e-05 2.36508e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00810834 0.00681365 0.00539748 0.0043725 0.00284476
internal_count=3910 3701 3235 1990 1722 1005
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shrinkage=0.00196078


Tree=9263
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split_feature=4 1 3 2 4 15
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decision_type=2 2 2 2 2 2
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leaf_count=672 549 290 158 626 578 1037
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internal_weight=0 0.00677204 0.00545272 0.00425589 0.00324723 0.0021263
internal_count=3910 3361 3071 2913 2287 1615
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=7
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split_feature=4 13 49 13 4 42
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decision_type=2 2 2 2 2 2
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internal_count=3910 3484 1426 1196 2058 1673
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Tree=9265
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split_feature=2 13 52 13 3
split_gain=7.08275e-06 2.27197e-05 2.42743e-05 1.8005e-05 1.29212e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00508234 0.00326766 0.00339021 0.00214063
internal_count=3910 2764 1095 1146 892
is_linear=0
shrinkage=0.1


Tree=9266
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split_feature=48 2 4 12 2
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decision_type=2 2 2 2 2
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internal_weight=0 0.00716108 0.00600383 0.00447647 0.00296299
internal_count=3910 3427 2943 2269 1363
is_linear=0
shrinkage=0.00196078


Tree=9267
num_leaves=7
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split_feature=50 4 48 52 43 2
split_gain=1.46961e-05 3.24358e-05 2.77253e-05 2.80426e-05 3.85651e-05 4.57898e-05
threshold=0.083475000000000008 0.28937500000000005 0.091555000000000011 -0.092084999999999986 -1.0000000180025095e-35 0.085805000000000006
decision_type=2 2 2 2 2 2
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leaf_count=564 735 396 324 1312 171 408
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internal_weight=0 0.00816341 0.00713251 0.00599679 0.00478023 0.00302428
internal_count=3910 3175 2779 2455 1891 579
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Tree=9268
num_leaves=7
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split_feature=4 151 0 0 12 42
split_gain=7.10564e-06 1.58673e-05 2.36108e-05 2.4976e-05 2.8076e-05 3.40264e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00736407 0.00614728 0.00504215 0.00390911 0.00215493
internal_count=3910 3484 2920 2724 2454 1405
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shrinkage=0.1


Tree=9269
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split_feature=12 4 3 52 16
split_gain=9.01025e-06 3.68973e-05 3.6397e-05 2.57904e-05 2.0059e-05
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decision_type=2 2 2 2 2
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leaf_count=567 1688 292 196 851 316
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internal_weight=0 0.00438911 0.00462425 0.0030028 0.00300676
internal_count=3910 2831 1079 2539 512
is_linear=0
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Tree=9270
num_leaves=6
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split_feature=49 2 457 3 3
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decision_type=2 2 2 2 2
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leaf_count=1746 527 480 249 154 754
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internal_weight=0 0.00746659 0.0060946 0.00501674 0.00389011
internal_count=3910 3383 2903 2654 2500
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=7
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split_feature=4 1 2 1 4 4
split_gain=7.95507e-06 2.60585e-05 3.18548e-05 3.02868e-05 2.19669e-05 1.56501e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00599157 0.00461247 0.00219893 0.00247797 0.00241355
internal_count=3910 2957 1458 561 953 897
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=6
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split_feature=0 16 4 4 15
split_gain=7.58291e-06 1.54994e-05 2.51338e-05 2.98341e-05 3.26026e-05
threshold=0.10302000000000001 0.081265000000000018 -0.082054999999999975 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2
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internal_value=0 -0.00127459 0.00100767 -0.00205172 0.00359811
internal_weight=0 0.00731682 0.00587278 0.00481888 0.00317954
internal_count=3910 3700 3113 2470 898
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=6
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split_feature=52 2 16 0 0
split_gain=7.18011e-06 1.74692e-05 1.65682e-05 3.8487e-05 1.13254e-05
threshold=-0.081429999999999989 0.113945 -0.110495 -0.055084999999999988 -0.10131499999999999
decision_type=2 2 2 2 2
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internal_value=0 -0.00170695 0.00100462 -0.00302882 -0.0107862
internal_weight=0 0.00644689 0.00507093 0.00338531 0.00221362
internal_count=3910 2939 2473 1930 1796
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=7
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split_feature=15 3 16 48 4 0
split_gain=1.42139e-05 2.34688e-05 3.05002e-05 3.12415e-05 3.34838e-05 4.33829e-05
threshold=-0.11739999999999999 -0.100615 -0.19424999999999998 0.087645000000000015 -0.076329999999999995 -0.088084999999999983
decision_type=2 2 2 2 2 2
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internal_count=3910 3296 2859 2645 2313 1344
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Tree=9275
num_leaves=7
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split_feature=49 2 457 0 3 16
split_gain=1.84951e-05 2.66597e-05 1.94916e-05 4.95332e-05 4.9368e-05 5.03666e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00822241 0.00669543 0.00553078 0.00393525 0.00222587
internal_count=3910 3502 3002 2752 2369 763
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Tree=9276
num_leaves=8
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split_feature=4 42 0 4 15 48 52
split_gain=1.47835e-05 2.62256e-05 2.26436e-05 4.02274e-05 3.37812e-05 4.55144e-05 1.61959e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00795099 0.00675129 0.00533953 0.0041913 0.00305595 0.00204938
internal_count=3910 3484 2782 2494 2268 1280 936
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Tree=9277
num_leaves=6
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split_feature=42 49 1 4 3
split_gain=7.1822e-06 1.83453e-05 2.4232e-05 2.56281e-05 4.10706e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00712639 0.00512903 0.003846 0.0024821
internal_count=3910 3078 2368 2065 1567
is_linear=0
shrinkage=0.1


Tree=9278
num_leaves=7
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split_feature=50 42 51 16 1 48
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internal_weight=0 0.00812733 0.00680694 0.00578235 0.00303483 0.00274753
internal_count=3910 3179 2312 1832 1157 675
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Tree=9279
num_leaves=6
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decision_type=2 2 2 2 2
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internal_weight=0 0.00363241 0.00561281 0.00451956 0.00308576
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is_linear=0
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Tree=9280
num_leaves=7
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internal_count=3910 3670 3266 1464 1802 1645
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Tree=9281
num_leaves=8
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internal_weight=0 0.00823482 0.00721496 0.00595761 0.00235212 0.00360549 0.00241881
internal_count=3910 3555 2988 2600 894 1706 738
is_linear=0
shrinkage=0.00196078


Tree=9282
num_leaves=6
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split_feature=52 0 160 12 0
split_gain=6.35581e-06 1.95903e-05 1.89886e-05 2.03768e-05 5.13899e-05
threshold=-0.048794999999999991 -0.14674999999999996 -1.0000000180025095e-35 0.091555000000000011 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_count=140 924 1050 274 634 888
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internal_weight=0 0.00279851 0.00571967 0.00470345 0.00321957
internal_count=3910 1190 2720 1796 1162
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=7
num_cat=0
split_feature=15 16 48 0 52 3
split_gain=7.25044e-06 3.35596e-05 2.8351e-05 5.02398e-05 2.02538e-05 4.72239e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.10575999999999998 0.086635000000000004 -0.075679999999999983
decision_type=2 2 2 2 2 2
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leaf_count=459 298 260 353 1357 792 391
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internal_weight=0 0.00742729 0.00637699 0.00536466 0.00386716 0.00242584
internal_count=3910 3451 3153 2800 2540 1748
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=8
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split_feature=48 40 42 16 4 52 0
split_gain=1.09076e-05 3.28937e-05 2.56817e-05 3.79607e-05 8.10186e-05 4.55891e-05 3.76383e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 5 6 -7 -8
leaf_value=-0.00031336139977366899 -0.00019587233479342742 -0.00039099890749339454 -0.00021458526024535952 5.8912592087329809e-05 -2.9725775449212845e-05 0.0006295856574435834 0.00045729712403217912
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leaf_count=394 195 1160 647 569 177 306 462
internal_value=0 1.85157e-05 6.61123e-05 0.00011635 -2.35721e-06 0.000323367 0.000209981
internal_weight=0 0.00800608 0.00700189 0.00593897 0.00377457 0.0021644 0.00244094
internal_count=3910 3715 3321 2674 1799 875 639
is_linear=0
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Tree=9285
num_leaves=7
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split_feature=4 42 0 48 4 43
split_gain=1.04097e-05 1.83724e-05 2.08709e-05 4.58016e-05 3.35095e-05 3.66105e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0012712577044535897 0.0011775819458155852 0.001163757803489711 0.0018264055615511169 0.0011435964170176394 0.0011078301391455813 0.0012492775250374873
leaf_count=138 426 702 754 490 988 412
internal_value=0 -2.68351e-05 1.32271e-05 6.70978e-05 -2.79605e-05 -0.000182433
internal_weight=0 0.00776213 0.00659837 0.00532711 0.00418351 0.00235711
internal_count=3910 3484 2782 2644 2154 1400
is_linear=0
shrinkage=0.00196078


Tree=9286
num_leaves=6
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split_feature=51 160 49 15 2
split_gain=7.66604e-06 1.6132e-05 2.29861e-05 2.62274e-05 2.66233e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.031434999999999998 -0.064869999999999983 0.096970000000000015
decision_type=2 2 2 2 2
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right_child=-2 2 3 4 -6
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leaf_weight=0.0013702747244320685 0.0010928715190605164 0.0013570529814877687 0.0016346321131827136 0.0019898567372773077 0.0010624584304452815
leaf_count=888 487 313 707 1212 303
internal_value=0 0.00107817 -0.00114285 -0.00446121 0.00101308
internal_weight=0 0.00741427 0.006044 0.00468695 0.00305232
internal_count=3910 3423 2535 2222 1515
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=6
num_cat=0
split_feature=4 13 0 42 0
split_gain=8.17642e-06 1.42509e-05 1.89894e-05 3.18156e-05 5.56252e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 0.085195000000000007 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011560528905665198 0.0063077086596884553 0.0035593163854394055 0.012396301179573731 0.010482460348550694 -0.022970427730255927
leaf_weight=0.0011834170065455046 0.0016267945310203648 0.0018601635157710513 0.0010857999281184381 0.0013673449241560342 0.0013741622221641275
leaf_count=214 534 316 308 1259 1279
internal_value=0 -0.00157652 0.000500901 -0.00230591 -0.00771233
internal_weight=0 0.00687089 0.00568747 0.00460167 0.00323433
internal_count=3910 3376 3162 2854 1595
is_linear=0
shrinkage=0.1


Tree=9288
num_leaves=7
num_cat=0
split_feature=15 16 48 0 52 3
split_gain=1.14297e-05 3.06185e-05 2.81446e-05 4.50116e-05 1.96124e-05 4.59926e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.10575999999999998 0.086635000000000004 -0.075679999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=0.00017540095157036017 -0.00033415094711788332 0.00024154548386415137 0.00030614787684831894 -0.00053969445946493817 2.8371412800098591e-05 -1.3962766929150957e-05
leaf_weight=0.0011403917162660952 0.0011248671464420259 0.0015791228865585181 0.0010751657004596273 0.0011695406010556989 0.0015244098005149022 0.0014123488790983747
leaf_count=459 298 260 353 1357 792 391
internal_value=0 -3.46145e-05 1.52242e-05 -3.97922e-05 -0.000147984 -0.000252108
internal_weight=0 0.00788546 0.00676059 0.00568542 0.0041063 0.00258189
internal_count=3910 3451 3153 2800 2540 1748
is_linear=0
shrinkage=0.00196078


Tree=9289
num_leaves=6
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split_feature=2 52 16 2 1
split_gain=1.33269e-05 2.74622e-05 2.20035e-05 2.03827e-05 1.9393e-05
threshold=0.099015000000000006 -0.014099999999999998 -0.23935499999999996 0.087005000000000013 0.092550000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
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leaf_value=0.00017120379795312147 0.00035281420186408032 0.00015433978011120328 -0.00021031472956257744 -0.00022671967608005266 -0.00012301881963197304
leaf_weight=0.0017248041465751723 0.0010601458504956246 0.0013100074573851076 0.0012368599571373066 0.0019466990758603081 0.0017203927204620694
leaf_count=1081 514 319 313 1085 598
internal_value=0 8.76323e-05 -2.27509e-05 -6.63408e-05 2.42809e-05
internal_weight=0 0.00360701 0.00254687 0.0053919 0.0034452
internal_count=3910 1146 632 2764 1679
is_linear=0
shrinkage=0.00196078


Tree=9290
num_leaves=7
num_cat=0
split_feature=50 42 160 47 133 52
split_gain=1.31029e-05 2.43534e-05 2.80315e-05 2.64466e-05 3.99585e-05 3.33395e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087825000000000014 0.077065000000000008 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00022340574034034882 -0.00021568837343785002 0.0001761623666741925 -0.00019766190154980556 -8.9047604493917816e-05 -0.00011824882088561167 0.00061222781188047552
leaf_weight=0.0013017729340021071 0.0010003454343777115 0.001920273336871263 0.0012352270852643574 0.0015427166123135145 0.0010357481586025096 0.0010387127037393602
leaf_count=867 731 699 290 320 629 374
internal_value=0 2.22153e-05 6.9426e-05 0.000129005 0.000213214 0.000329237
internal_weight=0 0.00807445 0.00677268 0.00553745 0.00399473 0.00295899
internal_count=3910 3179 2312 2022 1702 1073
is_linear=0
shrinkage=0.00196078


Tree=9291
num_leaves=7
num_cat=0
split_feature=42 49 160 1 15 4
split_gain=7.15116e-06 1.79591e-05 3.80384e-05 2.0482e-05 2.2377e-05 2.97192e-05
threshold=0.092395000000000019 -0.0019649999999999997 0.069910000000000014 0.11198000000000001 -0.07142999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=-0.020615326189730179 -0.0067985415991585049 -0.011365789592356138 0.0068606743002978393 0.015144624599034151 -0.0044916776988739573 0.016291839489144325
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leaf_count=491 820 627 222 306 636 808
internal_value=0 0.00117615 -0.00683003 0.00429955 0.000643913 0.00546617
internal_weight=0 0.00718176 0.00201549 0.00516627 0.00386385 0.00275688
internal_count=3910 3090 713 2377 2071 1444
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=7
num_cat=0
split_feature=4 16 42 160 160 16
split_gain=7.11226e-06 1.44868e-05 2.48824e-05 2.82428e-05 3.20827e-05 7.17007e-05
threshold=0.25367000000000006 -0.19424999999999998 0.088585000000000011 -0.026849999999999995 0.084835000000000008 -0.055679999999999993
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.01255746489240024 0.0058810808782209173 0.017640180470228559 -0.012994735847040471 0.01089999163361652 0.014561365824963394 -0.022063178345312538
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internal_weight=0 0.00687551 0.00586917 0.00475126 0.00365205 0.00264638
internal_count=3910 3376 3213 2258 1636 1329
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=7
num_cat=0
split_feature=160 12 15 160 1 2
split_gain=8.00462e-06 1.6073e-05 2.31848e-05 3.30363e-05 2.66346e-05 2.77012e-05
threshold=0.087260000000000018 0.10129000000000001 -0.10469999999999999 -1.0000000180025095e-35 0.095825000000000007 0.091525000000000009
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00725558 0.00617279 0.00469898 0.00361047 0.00256972
internal_count=3910 3469 2991 2476 1599 1231
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=7
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split_feature=50 42 51 16 1 48
split_gain=1.16213e-05 2.75087e-05 2.83036e-05 3.1581e-05 3.54861e-05 3.04239e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0013199899268423682 0.0010001407990849137 0.0010265307047008908 0.0017365232802980892 0.0019719774876732397 0.0010848074307255487 0.0010289500369480924
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internal_weight=0 0.00816878 0.00684879 0.00582226 0.00305678 0.00276547
internal_count=3910 3171 2305 1825 1152 673
is_linear=0
shrinkage=0.00196078


Tree=9295
num_leaves=6
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split_feature=1 3 2 15 12
split_gain=7.96816e-06 2.20409e-05 2.1018e-05 2.54656e-05 1.93966e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010185616227930613 0.0019214798201501254 0.0010424062866267888 0.0013384817674730637 0.0019897146464705898 0.0011743267451124028
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internal_value=0 -0.0023793 -0.00546659 -0.00934755 0.00398656
internal_weight=0 0.00538916 0.0043706 0.0033282 0.00309581
internal_count=3910 2973 2708 1991 937
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=7
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split_feature=1 13 3 1 3 3
split_gain=1.53678e-05 2.99275e-05 3.09854e-05 4.57162e-05 2.21062e-05 3.81968e-05
threshold=0.088010000000000019 -0.0024749999999999993 0.11265500000000002 0.10353000000000001 -0.100615 0.084925000000000014
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011660946541192756 0.0018981330803574284 0.0010035790665477427 0.001047188785219505 0.001047385837058901 0.0017348626139086411 0.0012500172277386881
leaf_count=282 961 224 127 273 1924 119
internal_value=0 6.90832e-05 -4.96994e-05 9.04174e-05 -9.23459e-05 -0.000181782
internal_weight=0 0.00499629 0.00309815 0.00205096 0.00415097 0.00298488
internal_count=3910 1585 624 497 2325 2043
is_linear=0
shrinkage=0.00196078


Tree=9297
num_leaves=8
num_cat=0
split_feature=50 42 51 16 16 49 2
split_gain=9.79143e-06 2.84908e-05 2.59529e-05 3.36893e-05 3.44725e-05 3.10828e-05 1.7529e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 6 -8
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internal_weight=0 0.00790222 0.00663449 0.00562625 0.00245761 0.00316864 0.00204711
internal_count=3910 3155 2293 1815 863 952 741
is_linear=0
shrinkage=0.00196078


Tree=9298
num_leaves=7
num_cat=0
split_feature=13 47 42 160 16 1
split_gain=7.39629e-06 1.82474e-05 2.26308e-05 3.32523e-05 3.48182e-05 3.47034e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.114825 0.086560000000000012
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00740758 0.00638137 0.00531996 0.00395867 0.00259904
internal_count=3910 3700 3481 2468 1547 1226
is_linear=0
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Tree=9299
num_leaves=8
num_cat=0
split_feature=3 47 4 51 3 0 4
split_gain=1.37521e-05 2.5304e-05 2.38889e-05 2.84161e-05 4.65778e-05 5.90348e-05 5.14388e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 -3.30205e-05 9.26816e-06 5.72813e-05 0.000117423 1.31597e-05 -0.000150407
internal_weight=0 0.00819358 0.00712103 0.00604125 0.00503434 0.00385593 0.002651
internal_count=3910 3701 3486 3216 2831 2704 1907
is_linear=0
shrinkage=0.00196078


Tree=9300
num_leaves=7
num_cat=0
split_feature=1 4 48 47 16 0
split_gain=8.31211e-06 2.01776e-05 1.51846e-05 3.59346e-05 4.76131e-05 1.22144e-05
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decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
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leaf_weight=0.0013911373328573118 0.0012943880649810239 0.0010780844181822462 0.0016531259655175341 0.0010486108626874945 0.0010026123553582929 0.0010262478092314974
leaf_count=166 673 1117 349 181 498 926
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internal_weight=0 0.00349547 0.00499874 0.00334561 0.002297 0.00210433
internal_count=3910 2209 1701 1352 1171 2043
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=6
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split_feature=1 52 43 0 12
split_gain=8.27655e-06 2.30437e-05 1.7592e-05 2.18583e-05 4.26368e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0013924180237391099 0.0012147092712913982 0.0018833248428069961 0.0019052440055501913 0.001068991459363042 0.0010162721553968433
leaf_count=820 419 518 362 984 807
internal_value=0 0.0040691 -0.00241866 -0.00579557 -0.01287
internal_weight=0 0.00309803 0.00538293 0.00399051 0.00208526
internal_count=3910 937 2973 2153 1791
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=6
num_cat=0
split_feature=49 2 4 1 0
split_gain=1.01865e-05 2.31046e-05 2.42055e-05 3.27295e-05 3.12857e-05
threshold=0.10251500000000001 0.11260500000000001 -0.08422499999999998 0.10543500000000001 -0.089879999999999974
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
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leaf_weight=0.0016300458144653729 0.0010103219168142224 0.0014616702512520756 0.0018970816713467641 0.0014562274986082502 0.0014473857328436231
leaf_count=703 408 500 634 346 1319
internal_value=0 -2.814e-05 -7.87188e-05 -8.62105e-06 9.82102e-05
internal_weight=0 0.00789241 0.00643074 0.00480069 0.00334447
internal_count=3910 3502 3002 2299 1953
is_linear=0
shrinkage=0.00196078


Tree=9303
num_leaves=7
num_cat=0
split_feature=49 2 457 0 3 16
split_gain=1.08e-05 2.11081e-05 2.38069e-05 4.20448e-05 4.13218e-05 5.27039e-05
threshold=0.10447000000000002 0.11260500000000001 0.082870000000000013 -0.10209999999999998 -0.078884999999999997 0.20277000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
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leaf_weight=0.0015502761511725456 0.0010014446462077711 0.001468541331935652 0.001135238024648791 0.0016657983630607928 0.0011537817178637532 0.0010035163962166319
leaf_count=392 378 501 250 1615 628 146
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internal_weight=0 0.00797715 0.00650861 0.00537337 0.0038231 0.0021573
internal_count=3910 3532 3031 2781 2389 774
is_linear=0
shrinkage=0.00196078


Tree=9304
num_leaves=7
num_cat=0
split_feature=49 160 49 16 16 2
split_gain=7.29255e-06 2.36787e-05 3.19894e-05 2.2474e-05 5.11832e-05 2.34055e-05
threshold=0.093945000000000015 -0.064339999999999994 -0.081629999999999994 -0.029944999999999996 0.31524000000000002 0.085255000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.010604270223451874 0.0078795164952868285 0.012416107828184203 0.0084183174146625125 -0.030762315068915316 0.00044823008249146893 -0.0094696568818749393
leaf_weight=0.0013970153509516381 0.0010203031094726551 0.0010097252932581751 0.0013244963348126597 0.0010393682234106287 0.0010626563825519427 0.0016337006465647114
leaf_count=864 527 236 690 534 244 815
internal_value=0 -0.00113385 -0.00383541 -0.00707827 -0.0149842 -0.00146054
internal_weight=0 0.00746696 0.00606995 0.00506022 0.00210202 0.0029582
internal_count=3910 3383 2519 2283 778 1505
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=7
num_cat=0
split_feature=47 2 13 0 52 4
split_gain=1.37425e-05 1.8853e-05 3.0805e-05 4.57901e-05 4.84779e-05 2.78139e-05
threshold=0.09550500000000002 0.086650000000000019 -0.083654999999999993 -0.069414999999999991 -0.010284999999999997 -0.0025899999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=2.3197324118899304e-06 0.00014716589891643062 -0.00019248005225533445 9.6674253546226e-06 -0.00021316335051627024 0.00057002209845299586 -0.00043213942300678092
leaf_weight=0.0012627624006322467 0.0017806980694857789 0.001724155168888034 0.0012337151236772794 0.0010451053967070944 0.0011439816154358974 0.0010275202049071864
leaf_count=1079 389 614 366 501 636 325
internal_value=0 -4.46032e-05 2.1251e-05 0.000128913 0.000279271 -0.000192598
internal_weight=0 0.00743724 0.00514696 0.0034228 0.0023777 0.00229028
internal_count=3910 3521 2117 1503 1002 1404
is_linear=0
shrinkage=0.00196078


Tree=9306
num_leaves=6
num_cat=0
split_feature=0 16 457 1 1
split_gain=1.72517e-05 3.47137e-05 2.82062e-05 4.66235e-05 2.33655e-05
threshold=-0.077944999999999987 0.15737500000000001 0.041935000000000007 0.11198000000000001 0.088495000000000018
decision_type=2 2 2 2 2
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leaf_weight=0.0017054906264141435 0.0016457034526450951 0.0019993327913968399 0.0012262112264649827 0.0012753120237744887 0.001494646781583311
leaf_count=1590 865 506 280 256 413
internal_value=0 9.44945e-05 -7.82177e-05 -0.000150406 -0.000276745
internal_weight=0 0.00364504 0.00570166 0.00447545 0.00320014
internal_count=3910 1371 2539 2259 2003
is_linear=0
shrinkage=0.00196078


Tree=9307
num_leaves=8
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split_feature=42 0 151 52 16 49 16
split_gain=1.52281e-05 2.0748e-05 3.9849e-05 3.92734e-05 3.78196e-05 3.2412e-05 5.74479e-05
threshold=0.092395000000000019 -0.060094999999999989 -0.044604999999999992 0.084240000000000023 0.23932500000000004 -0.006494999999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 3 -5 -6 6 -8
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leaf_count=497 820 276 200 819 239 436 623
internal_value=0 2.30561e-05 -3.88712e-05 4.03235e-05 0.000187558 0.000142876 0.000267293
internal_weight=0 0.00783039 0.00568882 0.00461424 0.00214158 0.00349196 0.0024355
internal_count=3910 3090 2575 2078 515 1259 1059
is_linear=0
shrinkage=0.00196078


Tree=9308
num_leaves=7
num_cat=0
split_feature=52 0 16 43 48 1
split_gain=7.31777e-06 2.44611e-05 5.12758e-05 2.16119e-05 2.6709e-05 2.85375e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.0037249999999999996 0.087945000000000009 0.088495000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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leaf_weight=0.001178887732966876 0.0011886483924528762 0.0011643934010680376 0.0015966723187411244 0.0012762612343192267 0.001000252093785986 0.0011095834299216911
leaf_count=1342 647 618 476 394 173 260
internal_value=0 0.0011099 0.00853982 -0.00338398 0.000675902 0.0064265
internal_weight=0 0.00732605 0.00276107 0.00456498 0.0033861 0.00238584
internal_count=3910 3263 1094 2169 827 654
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=7
num_cat=0
split_feature=48 1 12 0 15 12
split_gain=2.5231e-05 2.77983e-05 2.81935e-05 2.82586e-05 3.84282e-05 1.39726e-05
threshold=0.091555000000000011 0.11198000000000001 0.089745000000000005 -0.082604999999999998 -0.0071449999999999994 0.098355000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 5 -5 -6 -7
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leaf_weight=0.0015815704666512953 0.0020020916588645013 0.0015968287001716427 0.0010925300537435558 0.0010272434600359318 0.0012021962890718285 0.0010037825663970735
leaf_count=647 483 481 745 550 574 430
internal_value=0 -5.15729e-05 -0.00011362 -0.000214086 -0.000111519 6.90221e-05
internal_weight=0 0.00750415 0.00590732 0.00381101 0.00278377 0.00209631
internal_count=3910 3427 2946 1771 1221 1175
is_linear=0
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Tree=9310
num_leaves=7
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split_feature=50 4 48 42 49 0
split_gain=1.23308e-05 2.79207e-05 2.81389e-05 3.27198e-05 4.71886e-05 7.32639e-05
threshold=0.07992500000000001 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010326369010186416 0.0010063871274104642 0.0010005911536162112 0.0011177613432706872 0.0016188140783022506 0.0012453658585707579 0.0019625387168831004
leaf_count=235 755 396 323 1079 212 910
internal_value=0 1.78057e-05 -2.61225e-05 -8.05095e-05 1.00216e-05 0.000127376
internal_weight=0 0.00797771 0.00697712 0.00585936 0.00424054 0.0032079
internal_count=3910 3155 2759 2436 1357 1122
is_linear=0
shrinkage=0.00196078


Tree=9311
num_leaves=6
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split_feature=48 2 4 49 1
split_gain=8.77573e-06 2.10016e-05 3.19376e-05 2.94224e-05 3.41355e-05
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decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
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leaf_count=674 483 484 280 1489 500
internal_value=0 -0.00172187 -0.0041725 0.000216137 0.00494823
internal_weight=0 0.00673483 0.00564724 0.0042126 0.00318988
internal_count=3910 3427 2943 2269 1989
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=6
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split_feature=1 52 3 133 4
split_gain=8.00515e-06 1.83128e-05 1.75173e-05 2.59957e-05 2.88011e-05
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decision_type=2 2 2 2 2
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leaf_count=369 419 518 1154 1005 445
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internal_weight=0 0.00311638 0.00539755 0.00419164 0.00293919
internal_count=3910 937 2973 2604 1599
is_linear=0
shrinkage=0.1


Tree=9313
num_leaves=7
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split_feature=15 48 42 160 0 16
split_gain=1.59446e-05 3.75063e-05 4.51809e-05 3.0077e-05 4.83256e-05 4.70051e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010201672548129518 0.0010314281093933763 0.0016104970573290796 0.0017161623976166057 0.0011028828640325798 0.0010938002494607398 0.0017250529421534006
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internal_weight=0 0.00827982 0.00666933 0.00495316 0.00392174 0.00281885
internal_count=3910 3493 3072 1886 1459 1224
is_linear=0
shrinkage=0.00196078


Tree=9314
num_leaves=6
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split_feature=13 15 52 47 1
split_gain=7.70017e-06 1.70375e-05 1.71565e-05 2.95001e-05 5.65858e-05
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decision_type=2 2 2 2 2
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leaf_count=196 892 866 1253 273 430
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internal_weight=0 0.00748954 0.0064394 0.00448514 0.00330868
internal_count=3910 3714 2848 1956 1683
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=6
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split_feature=47 0 16 52 4
split_gain=8.54666e-06 1.84055e-05 3.59125e-05 4.75717e-05 5.14224e-05
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decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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internal_value=0 -0.00144043 0.00120698 -0.00325878 -0.0115209
internal_weight=0 0.00713902 0.00561308 0.00427922 0.00265123
internal_count=3910 3620 3418 2945 1785
is_linear=0
shrinkage=0.1


Tree=9316
num_leaves=6
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split_feature=47 1 15 4 0
split_gain=7.21475e-06 1.28333e-05 4.25425e-05 2.96855e-05 2.15205e-05
threshold=0.09550500000000002 0.094485000000000013 -0.0063699999999999989 0.053925000000000008 -0.014809999999999999
decision_type=2 2 2 2 2
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internal_weight=0 0.0068407 0.00467218 0.00216853 0.00326802
internal_count=3910 3521 2581 940 1519
is_linear=0
shrinkage=0.1


Tree=9317
num_leaves=7
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split_feature=50 42 160 133 16 4
split_gain=1.82194e-05 2.37907e-05 2.11186e-05 2.98646e-05 6.53658e-05 2.08723e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00801497 0.00673002 0.00549718 0.00440707 0.00257485
internal_count=3910 3155 2293 2007 1320 716
is_linear=0
shrinkage=0.00196078


Tree=9318
num_leaves=8
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split_feature=50 4 12 15 16 4 16
split_gain=1.91961e-05 2.27416e-05 2.99158e-05 3.85591e-05 5.19091e-05 4.83192e-05 3.91472e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.096369999999999983 -0.0070049999999999991 0.0051950000000000008 0.31524000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 6 -7 -8
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internal_weight=0 0.00824641 0.00721775 0.00620066 0.00502194 0.00245483 0.00256711
internal_count=3910 3179 2783 2477 2180 1283 897
is_linear=0
shrinkage=0.00196078


Tree=9319
num_leaves=7
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split_feature=50 42 16 16 2 12
split_gain=1.73444e-05 2.0423e-05 2.4365e-05 3.08392e-05 2.55474e-05 3.95944e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.014099999999999998 0.081265000000000018 0.11339500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00800206 0.00670146 0.00293825 0.00376321 0.00275411
internal_count=3910 3131 2271 1099 1172 900
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Tree=9320
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split_feature=50 16 2 12 160 2 43
split_gain=2.62299e-05 2.32844e-05 3.86173e-05 4.03257e-05 3.10065e-05 2.86156e-05 2.84131e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.001229461130682626 0.0010087744248590382 0.0010435755219965017 0.0010127964284052668 0.0012774063267886864 0.0013735208791081427 0.0010038016482031577 0.0012613133675539643
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internal_value=0 3.16938e-05 -6.25169e-05 3.47917e-05 0.000147548 0.000193727 3.42526e-05
internal_weight=0 0.00820188 0.00452347 0.00351067 0.00367841 0.00223326 0.00263483
internal_count=3910 3179 1784 1480 1395 689 916
is_linear=0
shrinkage=0.00196078


Tree=9321
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split_feature=50 15 42 2 16 13
split_gain=1.72421e-05 3.1985e-05 2.42438e-05 3.41153e-05 6.75311e-05 3.43086e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0016594434579334854 0.0010013872865050682 0.001152691399172262 0.0010589822924815646 0.001246046654179247 0.0015726593529708831 0.0015096438016214821
leaf_count=595 731 734 804 389 439 218
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internal_weight=0 0.00819947 0.00654002 0.00538733 0.00281871 0.00256863
internal_count=3910 3179 2584 1850 828 1022
is_linear=0
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Tree=9322
num_leaves=7
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split_feature=51 150 2 3 52 15
split_gain=6.91195e-06 1.49109e-05 2.68453e-05 3.50103e-05 4.33041e-05 5.72924e-05
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decision_type=2 2 2 2 2 2
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leaf_count=611 487 373 422 670 633 714
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internal_weight=0 0.00744583 0.00643409 0.00543106 0.00401714 0.00300158
internal_count=3910 3423 3050 2628 2017 1384
is_linear=0
shrinkage=0.1


Tree=9323
num_leaves=7
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split_feature=13 3 48 15 3 1
split_gain=7.78085e-06 1.81005e-05 2.50552e-05 4.55296e-05 3.1546e-05 4.36616e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010927256574489634 0.0011528705521857028 0.0010184489626474738 0.0010938201852388673 0.0015459881741854899 0.001580289272488598 0.0010365913734914996
leaf_count=210 453 138 373 1389 637 710
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internal_weight=0 0.00742801 0.00640956 0.00531574 0.00416287 0.00258258
internal_count=3910 3700 3562 3189 2736 2099
is_linear=0
shrinkage=0.1


Tree=9324
num_leaves=7
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split_feature=0 2 1 52 43 15
split_gain=7.42042e-06 1.25363e-05 3.39917e-05 2.31171e-05 3.5024e-05 2.76061e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0012973709616080978 0.0011523922486110227 0.0010529931536274078 0.001016798076240379 0.0013442423009468272 0.0010209533257470966 0.0016196754703717408
leaf_count=588 210 422 346 1522 202 620
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internal_weight=0 0.00735203 0.00206979 0.00528224 0.00398487 0.00264063
internal_count=3910 3700 768 2932 2344 822
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=7
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split_feature=50 15 43 42 12 16
split_gain=1.49551e-05 2.7137e-05 2.67352e-05 3.58626e-05 5.64503e-05 2.95459e-05
threshold=0.07992500000000001 -0.106555 0.013605000000000001 0.091145000000000018 0.085845000000000019 -0.006474999999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.00025298097325847352 -0.0002264958529426423 -0.00020770626032215426 0.0002151640974765584 0.00022474048499804823 -0.00057827178391763794 0.00018923614159283133
leaf_weight=0.0016189632619780245 0.0010144110628525311 0.0017552853547011409 0.0013393604875455052 0.0010577038923466429 0.0010243741049079389 0.0012234465444537364
leaf_count=588 755 560 364 446 881 316
internal_value=0 2.61909e-05 -3.11771e-05 -9.63722e-05 -0.000181217 -4.46712e-05
internal_weight=0 0.00801913 0.00640017 0.00506081 0.00400311 0.00297873
internal_count=3910 3155 2567 2203 1757 876
is_linear=0
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Tree=9326
num_leaves=6
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split_feature=2 160 12 3 51
split_gain=7.54809e-06 2.87615e-05 2.26432e-05 4.14825e-05 2.0215e-05
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decision_type=2 2 2 2 2
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leaf_value=0.0071080132446896833 0.017498379507052485 0.015876887061051212 -0.011387079960392734 -0.0073020550196899658 -0.0099970251107246184
leaf_weight=0.0010607074619870377 0.0012210956923490862 0.0011972022373738797 0.0015336064712809898 0.0015065595076622258 0.0019818347074804818
leaf_count=289 756 343 862 326 1334
internal_value=0 0.00218207 -0.00166549 0.00380041 -0.00403377
internal_weight=0 0.00545846 0.00426126 0.00272766 0.00304254
internal_count=3910 2287 1944 1082 1623
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=7
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split_feature=4 16 52 16 52 49
split_gain=1.43828e-05 2.01324e-05 3.47866e-05 4.46833e-05 4.90013e-05 3.12535e-05
threshold=0.25367000000000006 -0.19424999999999998 0.10433000000000002 0.26760500000000004 1.0000000180025095e-35 -0.0090499999999999973
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00028755983284734291 0.00015655272437760734 0.00013423288837703404 0.00032625318005876595 -0.00041789618141458991 0.00040123185310194374 -0.00026332948052236845
leaf_weight=0.0010856506432878454 0.0017541259267879932 0.0013269873365393148 0.0010556135211788149 0.0010863274034420755 0.0010230197019087438 0.0017799989641671145
leaf_count=163 534 434 562 415 682 1120
internal_value=0 -4.1032e-05 1.64103e-06 -6.40497e-05 2.90235e-05 -9.35314e-05
internal_weight=0 0.0073576 0.00627195 0.00521633 0.00413001 0.00310699
internal_count=3910 3376 3213 2651 2236 1554
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Tree=9328
num_leaves=7
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split_feature=1 43 1 13 12 3
split_gain=1.52784e-05 2.31161e-05 2.42824e-05 2.5161e-05 1.66955e-05 4.7213e-05
threshold=0.10285500000000002 -0.077544999999999989 0.089175000000000018 -0.014114999999999997 0.051320000000000005 0.12046500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018307490000880862 0.0010556616290863625 0.0013418074725338287 0.0010387632029404958 0.0015600891061661058 0.0012524933251823666 0.0010136666553025757
leaf_count=1129 363 882 390 572 343 231
internal_value=0 -6.84638e-05 -0.000153045 -6.09563e-05 9.84525e-05 0.000206599
internal_weight=0 0.00577141 0.00394066 0.0029019 0.00332182 0.00206933
internal_count=3910 2973 1844 1454 937 594
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shrinkage=0.00196078


Tree=9329
num_leaves=8
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split_feature=50 4 48 42 49 0 16
split_gain=1.48903e-05 3.07289e-05 2.8136e-05 3.92415e-05 4.88379e-05 7.70872e-05 1.21556e-06
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00034648971934923947 -0.00023090792153825868 0.000343706786859785 0.00026194785060753976 -0.00033320042265325036 0.00051832429663859587 -5.1094162400980693e-05 -0.00014768152870002491
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leaf_count=237 731 396 325 1085 216 681 239
internal_value=0 2.26181e-05 -2.28083e-05 -7.63438e-05 2.19953e-05 0.000139969 -9.94489e-05
internal_weight=0 0.00809979 0.00709589 0.00597295 0.00431928 0.00327179 0.00200381
internal_count=3910 3179 2783 2458 1373 1136 920
is_linear=0
shrinkage=0.00196078


Tree=9330
num_leaves=7
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split_feature=15 16 48 42 13 12
split_gain=2.17961e-05 4.7547e-05 3.0465e-05 3.40638e-05 2.4348e-05 6.18442e-05
threshold=-0.15202999999999997 -0.38486499999999996 0.016865000000000002 0.086325000000000013 -0.083924999999999986 0.051320000000000005
decision_type=2 2 2 2 2 2
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leaf_count=459 284 392 567 1037 248 923
internal_value=0 -4.02515e-05 1.87535e-05 -6.1476e-05 3.35447e-05 -7.5576e-05
internal_weight=0 0.00821461 0.00710329 0.00510895 0.00377819 0.00255182
internal_count=3910 3451 3167 2600 1563 1171
is_linear=0
shrinkage=0.00196078


Tree=9331
num_leaves=8
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split_feature=50 16 2 0 2 16 3
split_gain=2.8336e-05 2.76893e-05 3.69397e-05 4.09414e-05 3.47723e-05 8.04344e-05 3.40523e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=587 715 459 728 210 391 665 155
internal_value=0 2.99387e-05 0.000154409 0.000291475 -7.12469e-05 -0.000180962 3.05906e-05
internal_weight=0 0.00845253 0.00379017 0.00252447 0.00466236 0.00328381 0.00222595
internal_count=3910 3195 1397 938 1798 1211 546
is_linear=0
shrinkage=0.00196078


Tree=9332
num_leaves=7
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split_feature=1 42 42 0 151 1
split_gain=1.80475e-05 2.88131e-05 2.46847e-05 2.58344e-05 2.79894e-05 6.28242e-05
threshold=0.12730000000000002 0.092395000000000019 -1.0000000180025095e-35 -0.071924999999999989 -0.0088999999999999982 0.095575000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012122768304558282 0.0011394765539247302 0.0012160523037800979 0.0011493423618892766 0.0015864465453538507 0.0018359152178226517 0.001264074282446611
leaf_count=1016 345 710 421 398 852 168
internal_value=0 -3.8111e-05 9.98051e-06 6.28689e-05 -1.68447e-05 8.00524e-05
internal_weight=0 0.00826411 0.00704806 0.00583578 0.00424933 0.00309999
internal_count=3910 3565 2855 1839 1441 1020
is_linear=0
shrinkage=0.00196078


Tree=9333
num_leaves=7
num_cat=0
split_feature=4 16 52 16 15 15
split_gain=8.44529e-06 1.98121e-05 2.79481e-05 4.07275e-05 3.77712e-05 5.32132e-05
threshold=0.25367000000000006 -0.19424999999999998 0.10218500000000001 0.26760500000000004 -0.0063699999999999989 0.080970000000000014
decision_type=2 2 2 2 2 2
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internal_value=0 -0.00159318 0.000626433 -0.00248558 0.00220011 0.0111403
internal_weight=0 0.00692397 0.00590693 0.00490329 0.00387817 0.0021301
internal_count=3910 3376 3213 2626 2211 1233
is_linear=0
shrinkage=0.1


Tree=9334
num_leaves=7
num_cat=0
split_feature=50 4 150 2 3 1
split_gain=2.18751e-05 2.92741e-05 2.31679e-05 3.82494e-05 4.18512e-05 7.31105e-05
threshold=0.084340000000000012 0.28937500000000005 0.086420000000000011 0.106035 -0.084129999999999996 0.079945000000000016
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014607213516677335 0.0010071787343296579 0.0010060953472176976 0.0011693493041389095 0.0012873673219815128 0.0012448919776078299 0.0019643638637651941
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internal_value=0 3.01861e-05 -1.40144e-05 3.55163e-05 0.000118008 0.000243238
internal_weight=0 0.00813279 0.00712669 0.00595734 0.00466998 0.00320926
internal_count=3910 3179 2783 2473 2045 1217
is_linear=0
shrinkage=0.00196078


Tree=9335
num_leaves=8
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split_feature=50 4 151 16 3 2 1
split_gain=2.82296e-05 3.17391e-05 3.52699e-05 3.24634e-05 3.90625e-05 2.40278e-05 4.49629e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 -0.057604999999999996 -0.080664999999999987 0.10113500000000002 0.084600000000000022
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00028085714778256974 -0.00031470898448270556 0.00035043542038873957 3.7808963955886333e-05 0.0004740220344664283 -0.00044135500702051838 -0.00018477301549425944 -8.5684474352352958e-05
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internal_value=0 3.1838e-05 -1.4102e-05 -7.71949e-05 -0.000237897 5.21933e-05 0.000169429
internal_weight=0 0.00833722 0.00728654 0.00600257 0.00267731 0.00332526 0.00222464
internal_count=3910 3179 2783 2329 1097 1232 864
is_linear=0
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Tree=9336
num_leaves=8
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split_feature=50 4 48 42 49 0 52
split_gain=2.20275e-05 2.78382e-05 2.98679e-05 4.66791e-05 4.87147e-05 5.34895e-05 3.62634e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999 0.086635000000000004
decision_type=2 2 2 2 2 2 2
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internal_value=0 3.09584e-05 -1.15598e-05 -6.64375e-05 4.08438e-05 0.000158429 -3.82212e-05
internal_weight=0 0.00831397 0.00729021 0.0061201 0.00439509 0.00331842 0.00204335
internal_count=3910 3179 2783 2458 1373 1136 920
is_linear=0
shrinkage=0.00196078


Tree=9337
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 16 15
split_gain=3.56381e-05 2.95135e-05 2.8856e-05 3.18381e-05 6.91885e-05 7.53232e-05 6.82884e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=307 715 396 167 217 361 629 1118
internal_value=0 3.61664e-05 -7.46002e-06 4.21478e-05 -2.49039e-05 9.49965e-05 -6.76235e-05
internal_weight=0 0.00842215 0.00737965 0.00634156 0.00514352 0.00402474 0.00294306
internal_count=3910 3195 2799 2492 2325 1964 1335
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Tree=9338
num_leaves=7
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split_feature=47 1 12 16 4 16
split_gain=8.66786e-06 1.6115e-05 4.81779e-05 7.5354e-05 2.31134e-05 1.39693e-05
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decision_type=2 2 2 2 2 2
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leaf_count=482 389 525 928 844 415 327
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internal_weight=0 0.00692942 0.00472673 0.00271257 0.00220269 0.00201417
internal_count=3910 3521 2581 1326 940 1255
is_linear=0
shrinkage=0.1


Tree=9339
num_leaves=7
num_cat=0
split_feature=50 4 151 2 12 43
split_gain=1.62383e-05 2.31591e-05 2.82818e-05 2.61402e-05 3.75058e-05 4.44603e-05
threshold=0.083475000000000008 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00024864139377907377 -0.00024372202602333107 0.00029834727736522532 -0.00045959132939749612 -0.00030170913151319855 0.00025494179786447128 4.7740698768600532e-05
leaf_weight=0.0012553774910495112 0.0010013841002773352 0.0010126847484966499 0.0010171722363290076 0.0014728484682815747 0.0014758122343183928 0.0019133997820248779
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internal_weight=0 0.00814729 0.00713461 0.00587923 0.00440638 0.00293057
internal_count=3910 3175 2779 2326 1889 1278
is_linear=0
shrinkage=0.00196078


Tree=9340
num_leaves=7
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split_feature=50 4 150 2 3 1
split_gain=2.11752e-05 2.405e-05 2.57955e-05 3.85596e-05 3.69748e-05 7.61256e-05
threshold=0.084340000000000012 0.28937500000000005 0.086420000000000011 0.106035 -0.084129999999999996 0.079945000000000016
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
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leaf_count=828 731 396 310 428 724 493
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internal_weight=0 0.00814399 0.00712503 0.00596226 0.00467576 0.00320533
internal_count=3910 3179 2783 2473 2045 1217
is_linear=0
shrinkage=0.00196078


Tree=9341
num_leaves=7
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split_feature=50 42 160 133 16 4
split_gain=2.59579e-05 2.66585e-05 2.19039e-05 2.92093e-05 6.67585e-05 1.91528e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.0095499999999999977 0.17888000000000001
decision_type=2 2 2 2 2 2
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leaf_count=867 731 429 290 699 604 290
internal_value=0 2.39949e-05 7.32108e-05 0.000125614 0.0001959 -4.64645e-06
internal_weight=0 0.00820381 0.00687156 0.00561368 0.00450194 0.00263974
internal_count=3910 3179 2312 2022 1323 719
is_linear=0
shrinkage=0.00196078


Tree=9342
num_leaves=7
num_cat=0
split_feature=484 1 43 12 3 2
split_gain=1.64775e-05 2.73073e-05 4.03335e-05 6.24262e-05 3.7328e-05 3.48315e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
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leaf_weight=0.0010075261845409467 0.0010207852975040515 0.0012882197601076515 0.0010227547098822182 0.0013909803407038488 0.0018749253882212429 0.0016424102516440053
leaf_count=275 470 333 718 879 291 944
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internal_weight=0 0.00822682 0.0069386 0.00593107 0.00454009 0.00266516
internal_count=3910 3440 3107 2832 1953 1662
is_linear=0
shrinkage=0.00196078


Tree=9343
num_leaves=7
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split_feature=50 4 151 2 12 43
split_gain=1.79212e-05 2.8771e-05 2.62055e-05 2.87966e-05 5.70652e-05 3.06328e-05
threshold=0.083215000000000011 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012548952791718009 0.0010006584687715621 0.001005155349724304 0.0010047224418982083 0.001457932116598267 0.0014872571989414936 0.0019035876524953509
leaf_count=452 739 396 886 437 610 390
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internal_weight=0 0.00811355 0.00710839 0.0058535 0.00439557 0.00290831
internal_count=3910 3171 2775 2323 1886 1276
is_linear=0
shrinkage=0.00196078


Tree=9344
num_leaves=8
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split_feature=50 42 16 15 133 160 0
split_gain=3.24029e-05 3.653e-05 3.22962e-05 3.66299e-05 3.02159e-05 9.52958e-05 6.01497e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
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leaf_count=875 715 374 289 521 642 180 314
internal_value=0 3.17592e-05 8.8379e-05 0.000155212 7.79705e-05 0.000168376 0.000382359
internal_weight=0 0.00869344 0.00725399 0.00575283 0.00462551 0.00348982 0.00243
internal_count=3910 3195 2320 1946 1657 1015 835
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Tree=9345
num_leaves=8
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split_feature=3 4 13 3 160 49 3
split_gain=1.77733e-05 3.70685e-05 3.58944e-05 3.34788e-05 2.89624e-05 2.87266e-05 2.50234e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=326 196 645 624 1251 306 332 230
internal_value=0 -0.000108325 7.41111e-05 -0.000286373 6.11389e-05 -1.14484e-05 9.98644e-05
internal_weight=0 0.0043875 0.00216704 0.00222045 0.00519893 0.00417248 0.00284209
internal_count=3910 2846 1269 1577 1064 868 562
is_linear=0
shrinkage=0.00196078


Tree=9346
num_leaves=7
num_cat=0
split_feature=50 4 151 2 12 43
split_gain=2.05952e-05 2.26246e-05 2.54084e-05 2.48052e-05 4.14941e-05 3.55113e-05
threshold=0.083475000000000008 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00024047732061469363 -0.00027215547564888069 0.00030016507413585958 -0.00042736747694920084 -0.00028888179535183691 0.00027372297167502474 2.8276840081535842e-05
leaf_weight=0.0012490491689476167 0.0010022807787876094 0.001011264071342304 0.0010077687869728083 0.0014609237631523627 0.0014768679816302335 0.0018927031805332738
leaf_count=453 735 396 887 437 611 391
internal_value=0 2.58026e-05 -1.33452e-05 -6.76485e-05 6.18749e-06 -0.000130037
internal_weight=0 0.00809858 0.00708731 0.00583826 0.00437734 0.00290047
internal_count=3910 3175 2779 2326 1889 1278
is_linear=0
shrinkage=0.00196078


Tree=9347
num_leaves=8
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split_feature=51 484 150 3 1 0 2
split_gain=8.06187e-06 1.74332e-05 1.9178e-05 2.56604e-05 3.49169e-05 4.06977e-05 7.0473e-06
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decision_type=2 2 2 2 2 2 2
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leaf_count=625 487 465 314 149 290 1001 579
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internal_weight=0 0.007566 0.00656267 0.00549103 0.00434003 0.0031481 0.00203156
internal_count=3910 3423 2958 2644 2495 2205 1580
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=6
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split_feature=13 12 52 15 1
split_gain=8.13207e-06 1.60019e-05 2.72418e-05 2.18222e-05 2.73299e-05
threshold=-0.23438999999999996 0.091555000000000011 0.089525000000000007 0.035895000000000003 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.007906816390160408 -0.0067485455878422505 -0.0093727471108025259 0.013512089487771956 -0.015221399560541566 0.011596496416519778
leaf_weight=0.001105798080340616 0.0018252122728469316 0.0018446868081823118 0.0013910051930068031 0.0010373729742012825 0.001463018621607108
leaf_count=210 849 1235 494 672 450
internal_value=0 -0.00127442 0.00133881 -0.0025758 0.00141364
internal_weight=0 0.0075613 0.00571661 0.0043256 0.00328823
internal_count=3910 3700 2465 1971 1299
is_linear=0
shrinkage=0.1


Tree=9349
num_leaves=7
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split_feature=50 15 150 2 3 1
split_gain=2.66559e-05 3.11359e-05 3.4857e-05 4.75684e-05 5.23918e-05 8.01451e-05
threshold=0.086465000000000014 -0.106555 0.086420000000000011 0.106035 -0.084129999999999996 0.079945000000000016
decision_type=2 2 2 2 2 2
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leaf_weight=0.0017458547555251058 0.0010023787377001344 0.0013947820326853052 0.0012363294354440562 0.0012597364330496396 0.0012651951729741951 0.0017250903782242096
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internal_weight=0 0.00862699 0.00688113 0.0056448 0.00438507 0.00299029
internal_count=3910 3195 2596 2235 1834 1085
is_linear=0
shrinkage=0.00196078


Tree=9350
num_leaves=7
num_cat=0
split_feature=42 133 15 160 15 16
split_gain=7.48368e-06 1.73503e-05 2.83408e-05 2.32572e-05 3.12988e-05 3.52839e-05
threshold=0.092145000000000019 0.065880000000000008 0.035895000000000003 1.0000000180025095e-35 -0.038029999999999987 -0.09601999999999998
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00728614 0.00584672 0.00467404 0.00362862 0.00215708
internal_count=3910 3078 2155 1331 1104 703
is_linear=0
shrinkage=0.1


Tree=9351
num_leaves=8
num_cat=0
split_feature=50 4 16 0 48 0 4
split_gain=1.45733e-05 2.28031e-05 2.52188e-05 2.69052e-05 7.31717e-05 3.89208e-05 2.00915e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00816103 0.00713418 0.00601162 0.00201957 0.00399206 0.0023661
internal_count=3910 3179 2783 2558 329 2229 518
is_linear=0
shrinkage=0.00196078


Tree=9352
num_leaves=7
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split_feature=52 133 150 160 133 1
split_gain=7.69927e-06 1.80474e-05 3.27457e-05 4.08446e-05 4.42365e-05 6.93505e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00744613 0.00626174 0.005205 0.00417665 0.00314621
internal_count=3910 3263 2289 1940 1456 849
is_linear=0
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Tree=9353
num_leaves=7
num_cat=0
split_feature=43 43 12 52 16 2
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00703233 0.0057792 0.00445081 0.00343868 0.00230575
internal_count=3910 3308 2354 1432 1147 878
is_linear=0
shrinkage=0.1


Tree=9354
num_leaves=7
num_cat=0
split_feature=50 4 151 2 12 43
split_gain=2.22146e-05 2.37609e-05 2.52204e-05 3.09805e-05 3.83835e-05 4.4821e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00023820434894454435 -0.00028302087239431671 0.00030598855623227816 -0.00044579927290495138 -0.00031337440362241798 0.00027349209565774292 6.2452143829185898e-05
leaf_weight=0.0012605552649482508 0.0010005516666656339 0.0010231588184226583 0.001023448863135754 0.0014752419428794763 0.0014706428813200624 0.0019158553063688458
leaf_count=454 731 396 890 437 611 391
internal_value=0 2.6521e-05 -1.34944e-05 -6.74061e-05 1.48768e-05 -0.000114518
internal_weight=0 0.0081689 0.00714574 0.00588519 0.00440995 0.0029393
internal_count=3910 3179 2783 2329 1892 1281
is_linear=0
shrinkage=0.00196078


Tree=9355
num_leaves=7
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split_feature=4 42 133 15 1 16
split_gain=2.10596e-05 2.60329e-05 1.91419e-05 3.0567e-05 2.90513e-05 3.61083e-05
threshold=0.28937500000000005 0.092145000000000019 0.065880000000000008 0.035895000000000003 0.095575000000000007 -0.008734999999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012755578177266547 0.0012423851927069558 0.001230227424797138 0.00152670070109962 0.0012541039043556731 0.0016964644390832541 0.0010675894315402591
leaf_count=352 426 702 890 819 374 347
internal_value=0 -4.20081e-05 5.34659e-06 -5.04379e-05 3.25802e-05 -0.000108906
internal_weight=0 0.00805064 0.00682042 0.00529372 0.00403961 0.00234315
internal_count=3910 3484 2782 1892 1073 699
is_linear=0
shrinkage=0.00196078


Tree=9356
num_leaves=8
num_cat=0
split_feature=50 4 16 0 48 0 4
split_gain=1.82668e-05 3.45313e-05 2.91785e-05 3.22644e-05 6.42847e-05 4.24858e-05 1.74985e-05
threshold=0.084340000000000012 0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.084795000000000023 -0.06402999999999999 -0.34687499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.00030025362897946806 -0.00024498855156041596 0.00035574941093898568 0.00058038843818880516 -0.00030335799685383963 -0.00010613066185242291 -5.8310576398764366e-05 0.00027207390084092476
leaf_weight=0.0011835028135594849 0.0010437029267993158 0.0010901231385149488 0.001038617952030866 0.0016961189273763146 0.0010591819529168827 0.0012889284408984928 0.001181141907154267
leaf_count=225 731 396 176 1711 153 235 283
internal_value=0 2.98114e-05 -1.78976e-05 3.545e-05 0.000233764 -6.44069e-05 9.96732e-05
internal_weight=0 0.00853762 0.00744749 0.00626399 0.0020978 0.00416619 0.00247007
internal_count=3910 3179 2783 2558 329 2229 518
is_linear=0
shrinkage=0.00196078


Tree=9357
num_leaves=7
num_cat=0
split_feature=1 0 3 150 52 2
split_gain=7.31983e-06 1.86418e-05 3.85807e-05 1.67357e-05 2.13323e-05 1.90886e-05
threshold=0.085990000000000011 -0.083674999999999986 -0.089604999999999976 0.077110000000000012 -0.014099999999999998 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.013172260977802754 0.010194874589986839 0.015601006955414783 -0.010460461671590241 0.012794424704546224 0.0021182248111898433 -0.014709256918291872
leaf_weight=0.0012881657439849665 0.0012191279259130979 0.0010788048692681198 0.0011997390866668798 0.0011791881516606739 0.0014445895768164458 0.0012639350316396565
leaf_count=1178 491 308 723 348 611 251
internal_value=0 -0.00355718 0.00187866 0.00234672 -0.000789969 -0.00573433
internal_weight=0 0.00356671 0.00227854 0.00510684 0.00392765 0.00270852
internal_count=3910 2209 1031 1701 1353 862
is_linear=0
shrinkage=0.1


Tree=9358
num_leaves=7
num_cat=0
split_feature=50 4 151 1 47 3
split_gain=1.43573e-05 3.2228e-05 2.59948e-05 2.3759e-05 4.38179e-05 3.22053e-05
threshold=0.083475000000000008 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00023219817465404839 -0.0002258663615734343 0.00034907053218907269 -0.00013294078469657636 -0.00048540166642815848 3.5030519474765587e-05 0.00025552485320950985
leaf_weight=0.0012572619766949757 0.0010006475684089479 0.0010195636449286732 0.0019730027358121197 0.0012378391688723451 0.0012501789789859403 0.0014046532706051998
leaf_count=453 735 396 1387 466 171 302
internal_value=0 2.30163e-05 -2.36545e-05 -7.84946e-05 -0.000223895 2.8609e-05
internal_weight=0 0.0081425 0.00712294 0.00586567 0.00248802 0.00337766
internal_count=3910 3175 2779 2326 637 1689
is_linear=0
shrinkage=0.00196078


Tree=9359
num_leaves=8
num_cat=0
split_feature=50 4 12 15 13 0 16
split_gain=1.59411e-05 2.70764e-05 2.35142e-05 4.14231e-05 4.5436e-05 5.25559e-05 7.38769e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 -0.096369999999999983 -0.10939499999999998 -0.053834999999999994 -0.013279999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00029001533110561571 -0.00023926412742528524 0.00032087591457332336 0.00036099702420471484 0.00031075406748457094 -0.00025265641061529039 -0.00051538044788840168 0.00040856801318283508
leaf_weight=0.0010580109502364501 0.0010043235244321649 0.0010228594973827896 0.0011544015353846544 0.0010463645611463483 0.0017481323769661143 0.0010870155572582571 0.0010338233130323877
leaf_count=316 731 396 297 134 987 356 693
internal_value=0 2.25447e-05 -2.0267e-05 2.67526e-05 -5.17471e-05 -0.000149786 -6.93387e-06
internal_weight=0 0.00815061 0.00712775 0.00606974 0.00491534 0.00386897 0.00278196
internal_count=3910 3179 2783 2467 2170 2036 1680
is_linear=0
shrinkage=0.00196078


Tree=9360
num_leaves=8
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split_feature=3 4 0 3 151 1 15
split_gain=8.72794e-06 2.83127e-05 2.37251e-05 3.30567e-05 3.52306e-05 2.05638e-05 1.739e-05
threshold=0.13772500000000001 -0.23071499999999998 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 0.095575000000000007 0.05377500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.016931629366781244 0.0077972846577628778 -0.017303682105287103 0.014480251269981023 -0.01358599706209385 -0.0078172017215449013 0.017917029180605098 0.010649414021182579
leaf_weight=0.0010093330239347 0.0012105987898495922 0.0010792925964790189 0.0010965882926515019 0.0010550664757293009 0.0010249999506479312 0.0011887276528719263 0.0010148331348729721
leaf_count=276 239 585 367 453 727 356 907
internal_value=0 -0.00135596 0.00107783 -0.00166265 0.00227823 0.00746252 0.00137009
internal_weight=0 0.00746884 0.00645951 0.00536292 0.00428363 0.00322856 0.00203983
internal_count=3910 3671 3395 3028 2443 1990 1634
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=6
num_cat=0
split_feature=15 13 13 3 42
split_gain=7.54944e-06 1.71298e-05 4.40314e-05 3.77608e-05 3.45744e-05
threshold=-0.106555 -0.09547499999999999 -0.032264999999999995 0.076695000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0056646979473729767 0.0081010470215108765 -0.020922819039606903 -0.0050432897891195452 -0.010660977817132017 0.018874950785554651
leaf_weight=0.0018139506314268396 0.0014402327790694076 0.0012162726027729089 0.0010577286047587756 0.0017253891553072748 0.0014100007937126349
leaf_count=671 309 1472 835 253 370
internal_value=0 -0.00159068 -0.00417107 0.000688015 0.00862301
internal_weight=0 0.00684962 0.00540939 0.00419312 0.00246773
internal_count=3910 3239 2930 1458 1205
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=6
num_cat=0
split_feature=43 133 160 16 1
split_gain=7.72194e-06 2.63215e-05 3.97475e-05 4.9866e-05 2.56896e-05
threshold=-0.093039999999999984 0.083815000000000014 1.0000000180025095e-35 -0.008069999999999999 0.090475000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0062939990508192574 -0.015992057999941845 0.014601357889031328 -0.017183380692622579 0.01751423424663005 0.0029253042497351081
leaf_weight=0.0016177882974521074 0.0011943449628285699 0.0012384197871392168 0.0012585334377614122 0.0015417546220928106 0.0017993327457708863
leaf_count=602 858 1010 319 636 485
internal_value=0 0.00136838 -0.00146008 0.00290297 -0.00462189
internal_weight=0 0.00703239 0.00579397 0.00453543 0.00299368
internal_count=3910 3308 2298 1979 1343
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=7
num_cat=0
split_feature=48 0 2 16 2 13
split_gain=8.63397e-06 5.26393e-05 3.03081e-05 2.21971e-05 2.8513e-05 1.59641e-05
threshold=0.083775000000000002 -0.18087499999999998 0.11260500000000001 -0.0017249999999999998 0.079395000000000007 -0.012839999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.012104803442596382 -0.0090477812736262792 0.01909184592872112 0.013427302341568224 -0.022321359513571889 -0.0081981056079075184 -0.0048926933574191186
leaf_weight=0.0011950609707746885 0.0013626539821998667 0.0012980066869370819 0.0010310954547926455 0.0010037732003745866 0.001642279354682277 0.0011031151929227203
leaf_count=600 122 628 460 408 1347 345
internal_value=0 0.00468017 -0.00216818 -0.00542054 0.000353288 -0.0131961
internal_weight=0 0.00266066 0.00597532 0.00494423 0.00283734 0.00210689
internal_count=3910 750 3160 2700 1947 753
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=8
num_cat=0
split_feature=457 42 3 43 3 3 2
split_gain=8.02921e-06 2.46998e-05 2.00987e-05 3.04297e-05 2.57457e-05 3.11782e-05 1.12449e-05
threshold=0.069705000000000003 -0.082904999999999993 -0.078884999999999997 -0.0031199999999999995 0.13772500000000001 0.090325000000000003 0.091985000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.012118422438702335 0.0073092462227666039 -0.019428383575288491 0.015021423545049945 0.0010714118551675544 0.0079027679742366096 -0.023378456291018059 -0.0044978431453126157
leaf_weight=0.0011536449272655722 0.0012642624111813862 0.001015832469536524 0.0010340223608294712 0.0010386049767256485 0.0010649408091717187 0.0010476419025072202 0.0010020014115629551
leaf_count=532 338 1188 658 432 198 162 402
internal_value=0 -0.00131764 -0.00381649 0.000135953 -0.00474853 -0.0112065 -0.0120143
internal_weight=0 0.00735669 0.00620304 0.00418521 0.00315119 0.00208625 0.00201783
internal_count=3910 3572 3040 1450 792 594 1590
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=8
num_cat=0
split_feature=50 4 12 15 48 43 16
split_gain=2.3567e-05 3.50332e-05 3.47647e-05 5.63724e-05 3.58639e-05 4.19592e-05 3.17763e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.096369999999999983 0.085575000000000012 -0.075819999999999985 -0.0072149999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00034935721928920958 -0.0002867601325573838 0.00035739657796239941 0.00041288091546608805 -0.00043191400771901627 0.00025044437904883881 -0.00021250185104614789 0.00020412940317468054
leaf_weight=0.0010651388899393863 0.0010371208226269179 0.001074224474485394 0.0012188203701789264 0.001300876549991563 0.0011540484261133794 0.0014207838657657487 0.0013947228956743556
leaf_count=306 731 396 297 713 221 807 439
internal_value=0 2.60738e-05 -2.10399e-05 3.28498e-05 -5.50348e-05 -0.000140677 -6.11444e-06
internal_weight=0 0.00862862 0.00755439 0.00648925 0.00527043 0.00411638 0.00281551
internal_count=3910 3179 2783 2477 2180 1959 1246
is_linear=0
shrinkage=0.00196078


Tree=9366
num_leaves=6
num_cat=0
split_feature=42 160 49 4 15
split_gain=7.5834e-06 1.44629e-05 3.87307e-05 3.42848e-05 4.75682e-05
threshold=0.092145000000000019 0.084835000000000008 -0.0019649999999999997 -0.23071499999999998 -0.017214999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
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leaf_value=-0.017636332898244157 -0.0068482299702277765 0.010561878458361727 -0.01334477397390977 -0.0034388130335044468 0.019061307239999516
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leaf_count=513 832 432 219 837 1077
internal_value=0 0.00124011 -0.000901287 0.00302674 0.00741535
internal_weight=0 0.00724536 0.00589188 0.00477184 0.00376309
internal_count=3910 3078 2646 2133 1914
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=7
num_cat=0
split_feature=4 151 15 51 12 15
split_gain=8.37064e-06 1.65751e-05 2.68682e-05 3.21847e-05 4.01861e-05 2.16373e-05
threshold=0.25367000000000006 -0.0074049999999999993 -0.064869999999999983 -0.030229999999999996 0.086865000000000012 0.088190000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.0089741143348794888 0.0063269458521263066 -0.016198092447707538 0.015391865879148335 -0.019386899608327873 -0.0065969144455384253 0.013524043338310955
leaf_weight=0.0012269599768077559 0.0016620277234287795 0.001344660661230992 0.0010330184157464274 0.0012072745603609026 0.0010719283971533946 0.0010658822846409872
leaf_count=571 534 786 348 564 379 728
internal_value=0 -0.00157296 -0.00383426 -3.69136e-05 -0.00480158 0.00343511
internal_weight=0 0.00694972 0.00572276 0.0043781 0.00334509 0.00213781
internal_count=3910 3376 2805 2019 1671 1107
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=8
num_cat=0
split_feature=50 4 12 51 3 2 13
split_gain=1.54322e-05 2.75088e-05 2.5357e-05 3.39101e-05 5.25962e-05 3.09894e-05 3.054e-05
threshold=0.083475000000000008 0.28937500000000005 -1.0000000180025095e-35 -0.032189999999999989 0.094625000000000015 0.095195000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00030329363199623995 -0.00023785027069272942 0.0003190221705939691 -0.00028570614363765374 -0.00016610274981502856 0.00042061310098767376 -0.00031936113005852888 0.00026890378288474382
leaf_weight=0.0010599349132450944 0.0010031505136294883 0.0010321038972224252 0.001100682613411382 0.0010747330038779793 0.0013751865815231053 0.0010210248193555363 0.0014680884670674567
leaf_count=315 735 396 589 1097 115 391 272
internal_value=0 1.99127e-05 -2.357e-05 2.55198e-05 9.48777e-05 -3.08142e-05 8.50466e-05
internal_weight=0 0.00813175 0.00709965 0.00603972 0.00493903 0.00356385 0.00254282
internal_count=3910 3175 2779 2464 1875 1760 1369
is_linear=0
shrinkage=0.00196078


Tree=9369
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 3 0
split_gain=2.19063e-05 3.61189e-05 3.48447e-05 4.29604e-05 4.97531e-05 4.35536e-05 3.85807e-05
threshold=0.17936000000000002 0.03138500000000001 -0.079684999999999992 -0.115685 0.094385000000000011 0.090325000000000003 -0.14808999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.00032968433908368692 -0.00027880109564117815 0.00036608231304089491 0.0003981714232071352 -0.00038473658529637479 -9.7274140005277151e-05 0.00011122783643513997 0.00042235576034193868
leaf_weight=0.0012001926679328324 0.0010288760888778796 0.0010417297832433113 0.0010433922234247143 0.0018781289127635394 0.0010144561429256704 0.0010677589299835921 0.0011981535321178823
leaf_count=737 221 418 280 1455 147 78 574
internal_value=0 2.4239e-05 -2.38702e-05 3.53111e-05 -3.80835e-05 -0.000204971 0.000184111
internal_weight=0 0.00844381 0.00740208 0.00620189 0.0051585 0.00294589 0.00221261
internal_count=3910 3689 3271 2534 2254 1533 721
is_linear=0
shrinkage=0.00196078


Tree=9370
num_leaves=8
num_cat=0
split_feature=50 4 12 15 13 0 16
split_gain=2.21538e-05 2.18333e-05 2.88179e-05 4.06479e-05 4.23792e-05 3.81882e-05 7.25839e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.096369999999999983 -0.10939499999999998 -0.053834999999999994 -0.010344999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00032098245051005606 -0.00028295464264551301 0.00029218379560624441 0.00037002690541955641 0.00030943378367078535 -0.00025144671662853294 -0.00044086866698314782 0.00039935555781753462
leaf_weight=0.0010015232871305761 0.0010016656713682055 0.0010347691593602269 0.0011502611196096933 0.0010590491799567408 0.0017876577955850887 0.0011086951523312924 0.0010434580038938756
leaf_count=306 731 396 297 134 1046 357 643
internal_value=0 2.59762e-05 -1.25467e-05 3.7689e-05 -3.87835e-05 -0.000132387 -1.1582e-05
internal_weight=0 0.00818541 0.00715064 0.00614912 0.00499886 0.00393981 0.00283112
internal_count=3910 3179 2783 2477 2180 2046 1689
is_linear=0
shrinkage=0.00196078


Tree=9371
num_leaves=8
num_cat=0
split_feature=50 4 48 13 42 52 3
split_gain=1.90868e-05 2.83503e-05 3.36179e-05 3.99013e-05 7.12008e-05 5.65857e-05 4.45491e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 -0.014114999999999997 0.084100000000000022 -0.0066199999999999991 -0.08323499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 6 -8
leaf_value=3.2662548263553867e-05 -0.00025895406331017534 0.0003268426357025115 0.00028582727355815546 -0.00026954574844743467 -0.00062220621848547509 -5.1806125392470751e-05 0.00049906272186944127
leaf_weight=0.0014205066783023199 0.0010171063367051562 0.0010497740767426616 0.0011770373144492328 0.0012886640249618912 0.001159221644132331 0.0010480592237761509 0.0012231090836170586
leaf_count=374 731 396 325 459 1034 374 217
internal_value=0 2.55094e-05 -1.77254e-05 -7.59206e-05 -0.000261608 5.86427e-05 0.000244857
internal_weight=0 0.00836637 0.0073166 0.00613956 0.00257973 0.00355983 0.00227117
internal_count=3910 3179 2783 2458 1408 1050 591
is_linear=0
shrinkage=0.00196078


Tree=9372
num_leaves=7
num_cat=0
split_feature=48 0 2 133 12 4
split_gain=8.62608e-06 4.58006e-05 2.7199e-05 1.75148e-05 3.39515e-05 1.92273e-05
threshold=0.083775000000000002 -0.18087499999999998 0.11260500000000001 0.084285000000000013 0.088325000000000015 -0.0065549999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00084185011118887505 -0.0081245183776161439 0.018122117421169037 0.012546691067179186 -0.016852920124938206 0.0083297087034345588 -0.019550195121202391
leaf_weight=0.0010713065599817274 0.0013638746650175696 0.0012971955997830621 0.0010376672150251825 0.0010315649620437333 0.0017172148571593638 0.0011275194931999544
leaf_count=644 122 628 460 931 859 266
internal_value=0 0.00466997 -0.00217313 -0.00526034 -0.00220662 -0.0104352
internal_weight=0 0.00266107 0.00598527 0.00494761 0.00391604 0.00219883
internal_count=3910 750 3160 2700 1769 910
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=8
num_cat=0
split_feature=50 42 51 2 2 42 3
split_gain=2.78187e-05 2.66786e-05 2.58124e-05 4.54587e-05 5.89416e-05 4.80709e-05 1.74017e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 0.113945 0.10274500000000002 0.078965000000000021 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00022441801106721192 -0.00031580130453358004 -0.00020672362709196784 0.00045819747765798145 -0.00020826947941491417 0.00058001061665298361 -0.00019846660477791588 9.6558123659831337e-05
leaf_weight=0.0013593281144946541 0.0010223920365882164 0.0010550739454065353 0.0010014174165389436 0.0012365035623039715 0.0012449072946027246 0.0013955280824119588 0.0010458067540080837
leaf_count=867 731 480 196 357 196 970 113
internal_value=0 2.68906e-05 7.58374e-05 0.000126161 0.000214376 8.21617e-05 0.000273457
internal_weight=0 0.00833857 0.00697924 0.00592416 0.00468766 0.00344275 0.00204722
internal_count=3910 3179 2312 1832 1475 1279 309
is_linear=0
shrinkage=0.00196078


Tree=9374
num_leaves=8
num_cat=0
split_feature=50 4 48 42 49 0 52
split_gain=3.6449e-05 2.88132e-05 2.92383e-05 5.78561e-05 5.42558e-05 9.06078e-05 2.42101e-05
threshold=0.086465000000000014 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999 0.086635000000000004
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=-0.00032624908305755403 -0.00035807016721138866 0.00034181283491155578 0.00027810526373126307 -0.0003656223401225933 0.00057589132972347534 -0.00028499059909546106 0.00013758319472830785
leaf_weight=0.0010779122684929083 0.0010027463162382609 0.0010467979634755254 0.0011736213650948403 0.001716577855192759 0.0013404160824180339 0.0010615470036389467 0.0010241487717656504
leaf_count=237 715 396 327 1089 219 614 313
internal_value=0 3.73439e-05 -5.75964e-06 -5.93155e-05 5.74244e-05 0.000178135 -7.74922e-05
internal_weight=0 0.00844102 0.00739422 0.0062206 0.00450402 0.00342611 0.0020857
internal_count=3910 3195 2799 2472 1383 1146 927
is_linear=0
shrinkage=0.00196078


Tree=9375
num_leaves=8
num_cat=0
split_feature=50 15 43 42 12 16 0
split_gain=4.08886e-05 3.20404e-05 3.54239e-05 4.80856e-05 6.07874e-05 6.45015e-05 2.66292e-05
threshold=0.086465000000000014 -0.106555 0.013605000000000001 0.091145000000000018 0.085845000000000019 -0.08755499999999998 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00027853861611082425 -0.0003764592241232827 -0.0004567614418610024 0.00025807860939454396 0.0002657858529597246 -0.00058292191974994539 0.0003668523307816276 -6.4110216516539487e-05
leaf_weight=0.0017355165909292624 0.0010105369928437137 0.0010234915186062526 0.0014066862942253584 0.001150044493339256 0.0011020230212774045 0.0010404411935658932 0.0011723783952924183
leaf_count=599 715 238 366 448 890 136 518
internal_value=0 4.04088e-05 -1.95294e-05 -9.06811e-05 -0.000185177 -4.97371e-05 0.000138523
internal_weight=0 0.00863058 0.00689506 0.00548838 0.00433833 0.00323631 0.00221282
internal_count=3910 3195 2596 2230 1782 892 654
is_linear=0
shrinkage=0.00196078


Tree=9376
num_leaves=8
num_cat=0
split_feature=50 4 12 15 13 0 16
split_gain=2.57882e-05 2.51833e-05 3.10162e-05 4.01066e-05 3.15936e-05 5.43049e-05 8.6002e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.096369999999999983 -0.10939499999999998 -0.053834999999999994 -0.0078249999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00032612746476362895 -0.00029959282437511315 0.0003188947442158289 0.00037088154250939764 0.00026924208838011095 -0.0002198415912626748 -0.00047856839241345846 0.00049408153581535514
leaf_weight=0.0010169762950802937 0.0010110573636572433 0.0010307021704597519 0.0011665116477626788 0.001052642565196665 0.0018459116630556768 0.0011202907510181634 0.0010002689361985092
leaf_count=306 731 396 297 134 1118 357 571
internal_value=0 3.22283e-05 -8.79405e-06 4.33786e-05 -3.27376e-05 -0.000112879 3.10614e-05
internal_weight=0 0.0082333 0.0072026 0.00618563 0.00501911 0.00396647 0.00284618
internal_count=3910 3179 2783 2477 2180 2046 1689
is_linear=0
shrinkage=0.00196078


Tree=9377
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 16 15
split_gain=2.37311e-05 2.90717e-05 3.96817e-05 3.60989e-05 7.50776e-05 4.58625e-05 5.63491e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.10939499999999998 -0.053834999999999994 -0.006474999999999999 -0.096369999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00037452256375596944 -0.00028967405620364993 0.00033572515731623398 0.0003534689558127902 0.00033748344291363407 -0.00047607247147864461 0.00045351104142483988 -0.00023030412346426962
leaf_weight=0.0010195157843070832 0.0010153117319550336 0.0010328111448164321 0.0011682513981547309 0.001046309876365562 0.0011236774647299568 0.0010324510678240851 0.0018785103937251472
leaf_count=306 731 396 164 221 360 582 1150
internal_value=0 2.78996e-05 -1.58393e-05 4.26775e-05 -2.87821e-05 9.82272e-05 -2.71868e-05
internal_weight=0 0.00830153 0.00726872 0.0062492 0.00508095 0.00395727 0.00292482
internal_count=3910 3179 2783 2477 2313 1953 1371
is_linear=0
shrinkage=0.00196078


Tree=9378
num_leaves=8
num_cat=0
split_feature=50 160 42 2 48 52 3
split_gain=3.11059e-05 2.69695e-05 3.16219e-05 2.83683e-05 4.09388e-05 5.40218e-05 3.15817e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 0.113945 0.08784500000000002 -1.0000000180025095e-35 -0.077314999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00025879289194509101 -0.00033621282698345379 -0.00031534711811155781 -0.00037924520036870444 -0.00023755013422367653 0.00042923509200309615 0.00042533177791795676 -3.0602165847046778e-05
leaf_weight=0.0015871694082263011 0.0010066859763499048 0.0011906933571231735 0.0010199706503950874 0.0011620444130093959 0.0011303113342908968 0.0010011184952055765 0.0014022535798493988
leaf_count=804 715 766 475 321 224 355 250
internal_value=0 2.83119e-05 -2.46554e-05 3.59015e-05 0.000105683 -1.14609e-06 0.000159316
internal_weight=0 0.00849356 0.00690639 0.0057157 0.00455365 0.00342334 0.00240337
internal_count=3910 3195 2391 1625 1304 1080 605
is_linear=0
shrinkage=0.00196078


Tree=9379
num_leaves=7
num_cat=0
split_feature=50 43 48 4 2 2
split_gain=1.98098e-05 2.57681e-05 3.61805e-05 4.04483e-05 2.80902e-05 1.78027e-06
threshold=0.084340000000000012 -0.00084499999999999994 0.086125000000000021 -0.06272999999999998 0.093655000000000002 0.091025000000000009
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.00025554044181569526 -0.00026286421885680542 -1.8724420910519562e-05 -0.00013621383492357374 0.00034453815677645225 0.00012622873665214438 0.00046029344451563591
leaf_weight=0.0019642509747524279 0.0010106332704494644 0.0015306478977717003 0.0015524421396235282 0.0010144772823496278 0.0011898444555432756 0.0010288888023946268
leaf_count=1397 731 425 240 206 605 306
internal_value=0 2.79256e-05 0.000113722 0.000222287 -0.000111523 0.000402824
internal_weight=0 0.00828055 0.00512646 0.00357401 0.0031541 0.00204337
internal_count=3910 3179 1177 937 2002 512
is_linear=0
shrinkage=0.00196078


Tree=9380
num_leaves=7
num_cat=0
split_feature=50 4 1 48 42 0
split_gain=2.51784e-05 2.85398e-05 2.47135e-05 3.13837e-05 4.82004e-05 2.60002e-05
threshold=0.084340000000000012 0.28937500000000005 0.12058000000000001 0.083775000000000002 0.084100000000000022 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00028855999508704805 -0.00029659851339951005 0.00033419924892243028 -0.00029786749804106173 0.00025200786363168901 -0.00037714009170845939 -7.4703054369255157e-05
leaf_weight=0.0012908649851197094 0.0010122372885268674 0.0010431199455887491 0.0010060668055865973 0.0017944004728610262 0.0012739417148566884 0.0018334345871488474
leaf_count=221 731 396 141 519 976 926
internal_value=0 3.10869e-05 -1.28353e-05 3.34716e-05 -5.56872e-05 7.53861e-05
internal_weight=0 0.00824183 0.00719871 0.00619264 0.00439824 0.0031243
internal_count=3910 3179 2783 2642 2123 1147
is_linear=0
shrinkage=0.00196078


Tree=9381
num_leaves=8
num_cat=0
split_feature=50 42 51 2 2 42 3
split_gain=2.06798e-05 2.84996e-05 2.50218e-05 3.66226e-05 7.46694e-05 3.85388e-05 2.24074e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 0.113945 0.10274500000000002 0.078965000000000021 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00023140056116280653 -0.00026690172670228667 -0.00019926520597731188 0.00043863939911713908 -0.00017238122945614071 0.00061914679652473094 -0.00019466580535819236 2.9043450898146456e-05
leaf_weight=0.001366200489208551 0.0010301081568261919 0.0010591338250195243 0.0010015993740521744 0.0012349321279039038 0.0012427059075325354 0.0013834140829171379 0.0010537151145779211
leaf_count=867 731 480 196 357 196 970 113
internal_value=0 2.75713e-05 7.82927e-05 0.00012798 0.000207214 5.83475e-05 0.000228648
internal_weight=0 0.0083417 0.0069755 0.00591637 0.00468143 0.00343873 0.00205531
internal_count=3910 3179 2312 1832 1475 1279 309
is_linear=0
shrinkage=0.00196078


Tree=9382
num_leaves=7
num_cat=0
split_feature=42 157 0 2 2 3
split_gain=7.88962e-06 2.01207e-05 4.19356e-05 5.05889e-05 3.38208e-05 1.96001e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -0.017269999999999997 0.086545000000000025 0.11230000000000001 0.084925000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.011899004248226257 -0.0069792767633771562 -0.013355814973766554 0.019905143336650024 0.0050353702124225196 -0.0066063019230883195 0.024750376766673025
leaf_weight=0.0010090998231705676 0.0013983646231891973 0.0019484821434832302 0.0012270386687011289 0.0010058205548189336 0.0011437873326288687 0.001011276016102465
leaf_count=625 832 1019 241 775 316 102
internal_value=0 0.00121591 0.00330452 -0.000682204 0.00713026 0.0149195
internal_weight=0 0.0073455 0.0063364 0.00510937 0.00316088 0.0020171
internal_count=3910 3078 2453 2212 1193 877
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=7
num_cat=0
split_feature=16 160 43 0 15 0
split_gain=8.1302e-06 3.00223e-05 3.6762e-05 1.71292e-05 2.80705e-05 1.44394e-05
threshold=-0.029944999999999996 -0.063534999999999994 -0.074254999999999988 -0.10209999999999998 -0.106555 -0.083424999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.0082128314894597248 0.010159267505210512 0.00231941597333683 -0.020701756917842613 0.018168808869900004 -0.011926862543623832 0.0013009819305375354
leaf_weight=0.0013093782053370385 0.0011450258802173496 0.0014000706158935829 0.0013747845428407246 0.0010052598118741045 0.0014679120916260063 0.0010249106021303685
leaf_count=264 585 564 543 712 307 935
internal_value=0 -0.00346451 -0.00908628 0.00267166 -0.00243182 0.00965326
internal_weight=0 0.00391988 0.00277486 0.00480746 0.00277729 0.00203017
internal_count=3910 1692 1107 2218 571 1647
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=7
num_cat=0
split_feature=52 133 13 1 3 1
split_gain=8.34876e-06 1.67004e-05 3.17381e-05 3.12802e-05 2.8139e-05 2.27022e-05
threshold=0.11401500000000002 -0.0023199999999999996 -0.083514999999999992 0.11052000000000002 -0.075679999999999983 0.091845000000000024
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.0096779054749563075 -0.0077127783824322829 0.014794862863519454 -0.0083062871541250017 -0.014670635214940936 0.00061026428815142775 0.021278960021734281
leaf_weight=0.0011914786523736518 0.0012296791108890211 0.0017239773809478746 0.0012014549178244456 0.0012420510501669553 0.0010737486471369408 0.0010521707864186416
leaf_count=974 647 683 846 296 263 201
internal_value=0 0.00117812 0.0032334 -0.00112857 0.00392644 0.0108397
internal_weight=0 0.00748488 0.0062934 0.00456943 0.00332737 0.00212592
internal_count=3910 3263 2289 1606 1310 464
is_linear=0
shrinkage=0.1


Tree=9385
num_leaves=6
num_cat=0
split_feature=133 160 151 0 1
split_gain=7.40421e-06 3.894e-05 1.84258e-05 3.75534e-05 5.55983e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 -0.0088999999999999982 -0.053834999999999994 0.10113500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0078434899106472281 -0.014989885345502808 -0.0095343567440348501 -3.183800489129048e-05 -0.0071806778810182478 0.026047401320251531
leaf_weight=0.001041277922532966 0.0016054625950216762 0.0010473811501643705 0.0019010871997119699 0.0016719943767485594 0.0014341598311349783
leaf_count=604 1086 392 1162 404 262
internal_value=0 -0.00114388 0.00252756 0.0050506 0.0111823
internal_weight=0 0.00766009 0.00605462 0.00500724 0.00333525
internal_count=3910 3306 2220 1828 1424
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=6
num_cat=0
split_feature=15 42 2 15 16
split_gain=7.37326e-06 2.1925e-05 3.20988e-05 1.83109e-05 2.10102e-05
threshold=0.088615000000000013 0.084100000000000022 0.085805000000000006 -0.087539999999999993 0.032820000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014946330525574997 -0.0075732323237895308 -0.0083805804416869946 -0.0086008557579363432 0.015285054545225003 -0.0047764355690320948
leaf_weight=0.0018547043304523738 0.0011356053975377541 0.001852763371856316 0.0017551311710645901 0.001044270926120365 0.0010438858148438641
leaf_count=646 875 1212 469 420 288
internal_value=0 0.00106928 0.004142 -0.00107198 0.00525616
internal_weight=0 0.00755076 0.00569799 0.00384329 0.00208816
internal_count=3910 3035 1823 1177 708
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=6
num_cat=0
split_feature=4 13 42 52 15
split_gain=7.59579e-06 1.89193e-05 2.87545e-05 1.53553e-05 2.189e-05
threshold=0.28937500000000005 -0.014114999999999997 0.086325000000000013 -0.0066199999999999991 -0.0039399999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00071587495932166293 0.0074837173039932802 -0.0043106526103632182 -0.018879809127391955 0.018757706981369967 0.00029997876238684312
leaf_weight=0.0018573231791256058 0.00115834773559996 0.0017390936851212485 0.0012546984376854283 0.0010790226786901889 0.001588307665432334
leaf_count=825 426 603 1233 232 591
internal_value=0 -0.00121555 -0.00718467 0.00300012 0.00776674
internal_weight=0 0.00751845 0.00311202 0.00440642 0.00266733
internal_count=3910 3484 2058 1426 823
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=7
num_cat=0
split_feature=50 2 48 43 0 4
split_gain=2.34559e-05 2.29638e-05 4.73229e-05 3.88629e-05 3.61923e-05 3.18457e-05
threshold=0.084340000000000012 0.113945 0.083775000000000002 -1.0000000180025095e-35 -0.066689999999999985 0.05309500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.00045577798640838622 -0.00028743318447119366 -0.00019457859775688511 0.00035146283896415339 -2.8709027808936427e-05 3.905587599179774e-05 0.00040490372271476528
leaf_weight=0.0011481739255558938 0.0010164906838389083 0.0014647441633574652 0.0017741254439355 0.0017243485686101029 0.0011251528437871043 0.0010463266979541081
leaf_count=1276 731 538 486 517 194 168
internal_value=0 2.8169e-05 7.6022e-05 -2.08587e-05 -0.000210867 0.000135042
internal_weight=0 0.00828287 0.00681813 0.005044 0.00227333 0.00277068
internal_count=3910 3179 2641 2155 1470 685
is_linear=0
shrinkage=0.00196078


Tree=9389
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 16 15
split_gain=1.94971e-05 3.68845e-05 3.44678e-05 3.84426e-05 6.17058e-05 5.00585e-05 6.44426e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.10939499999999998 -0.053834999999999994 -0.006474999999999999 -0.096369999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0003575247628146442 -0.00026188007666701918 0.00037347588253107709 0.00035446530033733735 0.00033666372570005236 -0.00045018144048958086 0.00044803480171611639 -0.00027425288158842271
leaf_weight=0.0010108224907571933 0.0010003739411784318 0.0010383662863971731 0.0011617277790850686 0.0010295877905576809 0.0011065597373305135 0.0010188497284024448 0.0018687883038889512
leaf_count=306 731 396 164 221 360 582 1150
internal_value=0 2.80076e-05 -2.18403e-05 3.30165e-05 -4.13171e-05 7.41812e-05 -5.72375e-05
internal_weight=0 0.0082347 0.00719634 0.00618551 0.00502379 0.00391723 0.00289838
internal_count=3910 3179 2783 2477 2313 1953 1371
is_linear=0
shrinkage=0.00196078


Tree=9390
num_leaves=7
num_cat=0
split_feature=42 4 15 1 48 4
split_gain=1.62606e-05 2.63924e-05 4.79546e-05 3.1103e-05 3.91651e-05 8.07307e-05
threshold=0.098285000000000011 0.055260000000000011 -0.106555 0.095575000000000007 0.083775000000000002 -0.082054999999999975
decision_type=2 2 2 2 2 2
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leaf_value=7.9196042106421952e-05 0.00022279726606674237 6.1844264167458415e-05 -0.00046061170798194367 0.00028737900899455292 0.00024426136016199274 -0.00057548475116854395
leaf_weight=0.0019326152657343663 0.0010115760520275638 0.0013469997420627227 0.0013548059245697963 0.0014138009706108692 0.001258028337102938 0.0011581293270336501
leaf_count=655 531 358 366 499 344 1157
internal_value=0 -4.0237e-05 -0.000200138 3.47335e-05 -4.74025e-05 -0.000166119
internal_weight=0 0.00846438 0.00270181 0.00576257 0.00434877 0.00309074
internal_count=3910 3379 724 2655 2156 1812
is_linear=0
shrinkage=0.00196078


Tree=9391
num_leaves=7
num_cat=0
split_feature=47 4 3 49 16 47
split_gain=7.7392e-06 1.84652e-05 1.87696e-05 2.10185e-05 1.60771e-05 6.15236e-06
threshold=0.087850000000000025 -0.06272999999999998 0.094625000000000015 -0.04682999999999999 -0.008069999999999999 0.11069000000000002
decision_type=2 2 2 2 2 2
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right_child=5 2 -4 -5 -6 -7
leaf_value=-0.012786093146317882 -0.010880791865707583 -0.0095935262246795109 0.015858115184589214 0.0091644396988048021 0.0023146430355808429 -6.5049745351895093e-05
leaf_weight=0.0012765903186777777 0.0010277255158519705 0.0010548820813156426 0.0013149391240082865 0.0013772534375906227 0.0015747196500990152 0.0010771602369098077
leaf_count=1073 263 339 260 1292 458 225
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internal_weight=0 0.00659838 0.00374707 0.00243214 0.00285131 0.00210489
internal_count=3910 3422 1891 1631 1531 488
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=8
num_cat=0
split_feature=50 4 12 12 49 0 0
split_gain=4.08082e-05 3.02132e-05 2.65719e-05 3.2192e-05 4.03525e-05 3.61216e-05 1.88085e-05
threshold=0.086465000000000014 0.28937500000000005 -0.0089849999999999982 0.086935000000000012 -0.006494999999999999 -0.06402999999999999 -0.10131499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 6 -7 -8
leaf_value=-0.00029430018846886313 -0.00037578446863749973 0.00035214815308635109 -8.689114975559263e-05 -0.00032352590708718425 0.00052905828937689625 0.00011399296676294077 0.00015479985245027953
leaf_weight=0.0010266372313006977 0.0010012830089061444 0.0010617148737631149 0.0013692059094669098 0.0014612897969794487 0.0010620645726766515 0.0014408265080317305 0.0010045806224863018
leaf_count=307 715 396 263 1215 128 309 577
internal_value=0 4.29193e-05 -1.66057e-06 4.57418e-05 0.000174173 -0.000106309 0.000347134
internal_weight=0 0.00842632 0.0073646 0.00633797 0.00343585 0.00290212 0.00206665
internal_count=3910 3195 2799 2492 968 1524 705
is_linear=0
shrinkage=0.00196078


Tree=9393
num_leaves=7
num_cat=0
split_feature=15 151 12 43 0 1
split_gain=8.56446e-06 1.84458e-05 2.32211e-05 4.04425e-05 3.50688e-05 1.57145e-05
threshold=-0.11739999999999999 -0.016164999999999995 0.088325000000000015 -1.0000000180025095e-35 -0.053834999999999994 0.088495000000000018
decision_type=2 2 2 2 2 2
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leaf_value=-0.0069985848841067249 0.012192589394734978 -0.023197419896785094 0.015904935770276244 0.0095888941384730895 -0.0077095834053457664 -0.0068586172640303662
leaf_weight=0.0014771508236481592 0.0012907320295486059 0.0010118526205090982 0.0015164271993131271 0.0010789956360318504 0.0010744559839682573 0.0012583704394605085
leaf_count=614 561 797 1225 257 250 206
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internal_weight=0 0.00723083 0.0059401 0.00334922 0.00259088 0.00233737
internal_count=3910 3296 2735 1260 1475 463
is_linear=0
shrinkage=0.1


Tree=9394
num_leaves=8
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split_feature=50 42 47 15 43 3 3
split_gain=1.34531e-05 2.69548e-05 3.59942e-05 3.1902e-05 5.36559e-05 3.86852e-05 4.27599e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.087850000000000025 -0.096369999999999983 -0.087439999999999976 0.10420500000000001 -0.077689999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00023357828492578484 -0.00021985392583929769 0.00044765009200516652 -0.0001917662541550312 0.00046644648992477422 8.0102058766013052e-05 0.00023339113121709126 -0.00047809139722486339
leaf_weight=0.0013619744381777764 0.0010211403271196571 0.0010702791636778728 0.0015822552495704748 0.0010022770319053015 0.001014109158401299 0.00117554754382078 0.0010998757737765647
leaf_count=867 731 374 295 256 738 161 488
internal_value=0 1.8639e-05 6.81057e-05 0.000144789 6.92626e-05 -5.1754e-05 -0.000210318
internal_weight=0 0.00830632 0.00694434 0.00536209 0.00429181 0.00328953 0.00211398
internal_count=3910 3179 2312 2017 1643 1387 1226
is_linear=0
shrinkage=0.00196078


Tree=9395
num_leaves=7
num_cat=0
split_feature=4 16 48 0 52 3
split_gain=2.12895e-05 2.68007e-05 2.29299e-05 4.69077e-05 3.00632e-05 3.94119e-05
threshold=0.28937500000000005 -0.27337499999999998 0.091555000000000011 -0.10575999999999998 0.083750000000000005 -0.075679999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00032004175127221628 0.00022727456348798408 0.00022175514346462383 0.00024806108920346958 -0.00057340247470062916 3.8749837992841179e-05 -7.7005135367790028e-05
leaf_weight=0.0011669501271273737 0.0012781136078457754 0.0017344943325374599 0.0011970015741753154 0.0011130239018687653 0.001707213893708153 0.0013741187778566815
leaf_count=226 426 287 396 1219 970 386
internal_value=0 -4.45906e-05 5.18107e-07 -4.94594e-05 -0.000161615 -0.000299148
internal_weight=0 0.0082928 0.00712585 0.00592885 0.00419436 0.00248714
internal_count=3910 3484 3258 2862 2575 1605
is_linear=0
shrinkage=0.00196078


Tree=9396
num_leaves=7
num_cat=0
split_feature=0 16 52 2 3 0
split_gain=9.42203e-06 1.65921e-05 1.69289e-05 3.42546e-05 2.48815e-05 4.19916e-05
threshold=0.10302000000000001 0.061570000000000007 0.090640000000000012 0.11230000000000001 0.084925000000000014 -0.084304999999999977
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0081493765149758656 0.00823621034634117 -0.010273486225239874 -0.0104321324529281 -0.011728371182975641 0.019837813842258047 0.018270038580595904
leaf_weight=0.0014966203311234407 0.0011817155095538174 0.0016375000810562555 0.0010465768615952045 0.0011223645242590397 0.0012305691706595251 0.0010060043074803782
leaf_count=1037 210 658 806 313 135 751
internal_value=0 -0.00136735 0.00110358 0.00359001 0.0081954 0.00247069
internal_weight=0 0.00753964 0.00590214 0.00485556 0.00373319 0.00250262
internal_count=3910 3700 3042 2236 1923 1788
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=8
num_cat=0
split_feature=50 4 16 0 48 42 43
split_gain=4.59909e-05 3.71652e-05 5.42006e-05 2.97287e-05 6.65103e-05 4.66713e-05 4.86656e-05
threshold=0.086465000000000014 0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.084795000000000023 -1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.00038806565158628075 -0.00039634978351986704 0.0003771608485602161 0.00059300375321199325 -0.00039077621905425278 -9.1020508083714782e-05 0.00037249942764992842 -0.00011473319381685871
leaf_weight=0.0012127805782095246 0.001034738672881892 0.0011036411361322069 0.0010890357047732054 0.0010488018909843837 0.0010970702788523547 0.0013345918698100074 0.0019249240626018765
leaf_count=225 715 396 177 726 156 645 870
internal_value=0 4.0631e-05 -7.55876e-06 6.34978e-05 0.000249735 -3.10016e-05 8.47617e-05
internal_weight=0 0.00881085 0.0077072 0.00649442 0.00218611 0.00430832 0.00325952
internal_count=3910 3195 2799 2574 333 2241 1515
is_linear=0
shrinkage=0.00196078


Tree=9398
num_leaves=8
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split_feature=50 4 151 1 47 3 15
split_gain=2.35176e-05 3.4109e-05 2.35028e-05 3.21866e-05 5.04909e-05 2.6453e-05 2.46642e-05
threshold=0.08568000000000002 0.28937500000000005 -0.016164999999999995 0.086560000000000012 0.09023500000000001 -0.032959999999999996 0.041585000000000004
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00021851722816846881 -0.00028436901400155916 0.00035201905642219343 -0.00028463393847139718 -0.00050850113442724924 4.1296320806265937e-05 0.00028289439956795349 0.00012280647584415313
leaf_weight=0.0013174179968880621 0.0010343102538114225 0.0010935682092763181 0.0011014922893192395 0.0013013905599950906 0.0012678312250549674 0.001233446271790538 0.00118651823658345
leaf_count=454 727 396 590 469 171 161 942
internal_value=0 2.8766e-05 -1.8952e-05 -7.03168e-05 -0.000237193 5.14347e-05 -7.33432e-05
internal_weight=0 0.00850166 0.0074081 0.00609068 0.00256922 0.00352146 0.00228801
internal_count=3910 3183 2787 2333 640 1693 1532
is_linear=0
shrinkage=0.00196078


Tree=9399
num_leaves=7
num_cat=0
split_feature=1 42 151 0 4 3
split_gain=7.81632e-06 1.70617e-05 2.16729e-05 3.67635e-05 4.07538e-05 3.67921e-05
threshold=0.12730000000000002 0.092395000000000019 -0.044604999999999992 -0.17106499999999999 -0.0021099999999999995 -0.078884999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.012337220177612115 0.0079773340980685472 -0.012489474465613543 0.018273289852467813 -0.0041732049198923479 -0.013366181232643069 0.019889927060807718
leaf_weight=0.0010554149972638932 0.0010615924406381285 0.001136063957278579 0.0012638804881422118 0.0014010401411381824 0.0016614032011868598 0.0011627293731908744
leaf_count=523 345 710 141 1260 595 336
internal_value=0 -0.00117717 0.000786546 0.00330994 -0.00116607 0.00673999
internal_weight=0 0.00768053 0.00654447 0.00548905 0.00422517 0.00256377
internal_count=3910 3565 2855 2332 2191 1596
is_linear=0
shrinkage=0.1


Tree=9400
num_leaves=6
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split_feature=43 15 52 16 0
split_gain=7.95395e-06 3.41604e-05 2.05654e-05 2.64451e-05 2.70788e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=0.017910249740833033 -0.013796834190890537 -0.0041074035033890153 -0.011072143070928608 0.014397926080887986 0.0069953155871604862
leaf_weight=0.0011232540984113548 0.0012147682669673048 0.0018909024861541762 0.0019736828471124219 0.0010932652819299529 0.0014309693367108292
leaf_count=860 427 964 381 228 1050
internal_value=0 0.00409768 -0.00225148 0.000866609 -0.00347842
internal_weight=0 0.00301416 0.00571269 0.00449792 0.00340465
internal_count=3910 1824 2086 1659 1431
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=7
num_cat=0
split_feature=4 151 0 0 52 52
split_gain=8.09153e-06 1.48324e-05 2.17834e-05 2.91901e-05 3.54045e-05 3.23774e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14867499999999997 -0.10071499999999999 0.083750000000000005 -0.091329999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0087437498892434639 0.0077065684401285391 -0.01587822141024791 0.013437440758256364 -0.0016391524142306672 0.0055214006216903104 -0.0262097782871295
leaf_weight=0.0012412274904727147 0.0011644615019978238 0.0011177437980229108 0.0011668948794425161 0.0011320301615587725 0.0018743401290485379 0.0010191054743861581
leaf_count=564 426 196 270 538 1023 893
internal_value=0 -0.00124903 -0.00321465 -0.000488608 -0.00452546 -0.0132795
internal_weight=0 0.00755134 0.00631011 0.00519237 0.00402548 0.00215114
internal_count=3910 3484 2920 2724 2454 1431
is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=7
num_cat=0
split_feature=50 42 47 133 52 4
split_gain=2.09752e-05 2.40566e-05 2.2127e-05 3.02921e-05 4.39614e-05 5.95934e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 0.077065000000000008 0.087330000000000019 1.0000000180025095e-35 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00021416222551988171 -0.00027400956922052003 -0.00029213070140586284 -0.00012402870123300863 -0.00016397487034306254 0.00051202163042116035 0.00029321774279694843
leaf_weight=0.0013394060702562544 0.0010050204994677308 0.0010639608779151096 0.0016574990764711851 0.0010345245437681843 0.0012871725805736075 0.0017999785858826508
leaf_count=867 731 506 346 546 479 435
internal_value=0 2.61492e-05 7.31853e-05 0.000136221 0.000211035 7.57593e-05
internal_weight=0 0.00818254 0.00684314 0.00518564 0.00415111 0.00286394
internal_count=3910 3179 2312 1966 1420 941
is_linear=0
shrinkage=0.00196078


Tree=9403
num_leaves=7
num_cat=0
split_feature=52 160 2 16 0 0
split_gain=7.71383e-06 2.50732e-05 1.97306e-05 4.81903e-05 2.08366e-05 1.92027e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.082074999999999995 -0.14733499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0068786194280110778 -0.016243878754356986 0.012524567408424723 0.011071019872890399 -0.0021016828394139404 -0.021569317746083859 0.010277576754174117
leaf_weight=0.0010094570311571802 0.0010361421137108058 0.0012538182421542804 0.001367071113118375 0.001077047222364192 0.0011230995550941402 0.0018445124669811347
leaf_count=128 924 265 315 651 565 1062
internal_value=0 -0.00213083 0.000902358 -0.00312237 -0.0120392 0.00420938
internal_weight=0 0.00585718 0.00482104 0.00345397 0.00220015 0.00285397
internal_count=3910 2720 1796 1481 1216 1190
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=8
num_cat=0
split_feature=4 40 2 3 49 12 43
split_gain=1.22351e-05 2.56792e-05 3.70158e-05 4.99334e-05 2.64032e-05 6.23349e-05 5.46839e-05
threshold=0.28937500000000005 -1.0000000180025095e-35 0.11230000000000001 0.094625000000000015 -0.00064499999999999985 0.080120000000000011 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
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leaf_count=305 426 441 345 142 167 772 1312
internal_value=0 -3.20177e-05 1.04701e-05 7.04528e-05 -1.57708e-05 6.26059e-05 -0.000117876
internal_weight=0 0.00806734 0.00703031 0.00596933 0.00484851 0.00374864 0.00248336
internal_count=3910 3484 3179 2834 2692 2251 2084
is_linear=0
shrinkage=0.00196078


Tree=9405
num_leaves=7
num_cat=0
split_feature=0 3 15 42 4 12
split_gain=7.78578e-06 1.58389e-05 2.27599e-05 3.62908e-05 4.82125e-05 5.03097e-06
threshold=0.10302000000000001 0.11265500000000002 1.0000000180025095e-35 0.083970000000000017 0.0057500000000000008 0.088835000000000011
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012017727353019515 0.0011780087285761459 0.0016244921386163865 0.0010098355561752588 0.0013852355400173332 0.0013069793807197827 0.0010023200373930215
leaf_count=570 210 310 670 1002 368 780
internal_value=0 -0.00123451 0.00117071 0.00563308 0.0128066 -0.00746503
internal_weight=0 0.00753064 0.00590614 0.00389399 0.00250875 0.00201216
internal_count=3910 3700 3390 1940 938 1450
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=8
num_cat=0
split_feature=50 4 12 12 0 49 4
split_gain=1.82375e-05 3.10497e-05 2.78374e-05 3.43286e-05 3.88953e-05 3.35345e-05 3.01702e-06
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086935000000000012 -0.06402999999999999 -0.006494999999999999 -0.026614999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00032026339892138431 -0.00025115485550429058 0.00034414612977490906 -7.4807411616804108e-05 -0.00035490280773686869 0.00010120273287722361 0.00040003416060093697 0.0002482202675641836
leaf_weight=0.0010155735002496547 0.0010251748131916731 0.0010328959406723367 0.0013501083280620706 0.001441861809747199 0.001433482732950229 0.0010130563794855183 0.0010001679973044039
leaf_count=306 731 396 263 1204 309 457 244
internal_value=0 2.60752e-05 -1.92133e-05 2.97936e-05 -0.000127515 0.000164278 0.000324613
internal_weight=0 0.00828715 0.00725425 0.00623868 0.00287534 0.00336333 0.00201322
internal_count=3910 3179 2783 2477 1513 964 701
is_linear=0
shrinkage=0.00196078


Tree=9407
num_leaves=8
num_cat=0
split_feature=12 133 160 16 52 4 47
split_gain=1.50442e-05 2.58244e-05 2.98605e-05 5.28903e-05 7.38907e-05 3.2203e-05 5.04267e-05
threshold=0.10595000000000002 0.065880000000000008 1.0000000180025095e-35 -0.008069999999999999 -0.072349999999999984 -0.0072799999999999991 0.077735000000000012
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
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leaf_weight=0.0011517452622448079 0.0010305600331459086 0.0015208126073553993 0.0013383836477903303 0.0011518009135901034 0.001009883885129148 0.0010096529165730817 0.0012033819646358002
leaf_count=814 391 1178 335 379 297 338 178
internal_value=0 1.47172e-05 -3.64979e-05 2.71419e-05 0.000266461 -0.000126607 1.17764e-05
internal_weight=0 0.00838566 0.00686485 0.00552646 0.00216168 0.00336478 0.00221303
internal_count=3910 3519 2341 2006 676 1330 516
is_linear=0
shrinkage=0.00196078


Tree=9408
num_leaves=7
num_cat=0
split_feature=47 2 2 52 3 47
split_gain=8.07025e-06 2.17113e-05 3.17133e-05 2.44531e-05 5.09638e-05 5.79771e-06
threshold=0.087850000000000025 0.11462500000000002 0.106035 -0.069134999999999988 -0.060719999999999989 0.11069000000000002
decision_type=2 2 2 2 2 2
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right_child=5 -3 -4 4 -6 -7
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leaf_weight=0.001311993825212977 0.001028028946143577 0.0010053970142877783 0.0010906943045845986 0.0019497819459315042 0.0012563638225732328 0.0010773311292324086
leaf_count=621 263 497 279 1728 297 225
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internal_weight=0 0.00661423 0.00560883 0.00451814 0.00320615 0.00210536
internal_count=3910 3422 2925 2646 2025 488
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=8
num_cat=0
split_feature=50 42 3 0 42 15 2
split_gain=2.05552e-05 3.33611e-05 2.74026e-05 2.97033e-05 3.62873e-05 4.92946e-05 3.68797e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.11266 -0.053834999999999994 0.090240000000000015 -0.106555 0.087005000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00025452115613641083 -0.00027008619690610573 0.00032627416943284735 0.00034939832441248316 -0.00027964625840944628 0.00041432224804019034 0.00011188204789931978 -0.00037093152082526471
leaf_weight=0.0013578508926611324 0.0010056780191796877 0.0014035383578330082 0.0010512596257271534 0.0010370494772361238 0.0010173968072602186 0.0010894985716528199 0.0013770580411860327
leaf_count=867 731 305 247 311 615 390 444
internal_value=0 2.66713e-05 8.14058e-05 1.97285e-05 8.81854e-05 -6.13749e-06 -0.000157669
internal_weight=0 0.00833365 0.0069758 0.00557226 0.00453521 0.00351782 0.00246656
internal_count=3910 3179 2312 2007 1696 1081 834
is_linear=0
shrinkage=0.00196078


Tree=9410
num_leaves=7
num_cat=0
split_feature=42 43 3 16 47 16
split_gain=7.33446e-06 1.63785e-05 2.56791e-05 1.98325e-05 1.50752e-05 1.282e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.080884999999999985 0.061570000000000007 0.077735000000000012 -0.09601999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.0065376584658218776 -0.0018194175467319735 0.013354289171349088 0.02017842456984547 -0.013674902147471685 -0.008161605671217393 -0.00024325818195435305
leaf_weight=0.0014547359110425309 0.0011184532864886793 0.001176204510900856 0.0010097536019115063 0.0011063207685688657 0.0011628481694858032 0.0016890915025544371
leaf_count=1060 627 328 706 289 168 732
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internal_weight=0 0.00726267 0.00212821 0.00513446 0.00402814 0.0028653
internal_count=3910 2850 1333 1517 1228 1060
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=7
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split_feature=0 16 4 4 15 15
split_gain=8.03211e-06 1.52569e-05 2.6302e-05 3.28361e-05 2.84747e-05 2.94304e-05
threshold=0.10302000000000001 0.081265000000000018 -0.082054999999999975 0.0057500000000000008 -0.095799999999999982 -0.14676499999999995
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.015131882629604227 0.007631697918036597 -0.010316930795580697 -0.013465992175453296 0.0085565429116714123 0.015513848730328586 -0.015576232561303955
leaf_weight=0.0010792243337179952 0.0011770202093937575 0.0014892745038133821 0.001679589073534295 0.0010005252547733582 0.0012615178632521843 0.0010210305114312979
leaf_count=643 210 587 1572 347 368 183
internal_value=0 -0.00125122 0.000983399 -0.00209345 0.00372463 -0.00363224
internal_weight=0 0.00753116 0.00604189 0.00496266 0.00328307 0.00202156
internal_count=3910 3700 3113 2470 898 530
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=6
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split_feature=52 160 12 52 0
split_gain=8.48354e-06 2.26986e-05 1.93377e-05 5.3031e-05 1.70909e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.091555000000000011 0.048490000000000012 -0.14733499999999997
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
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leaf_count=128 924 568 634 594 1062
internal_value=0 -0.00222428 0.000663947 0.0049624 0.00443279
internal_weight=0 0.00584926 0.00481435 0.0032975 0.00284559
internal_count=3910 2720 1796 1162 1190
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=7
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split_feature=50 160 42 49 1 2
split_gain=2.4984e-05 2.3899e-05 3.55249e-05 3.4099e-05 6.25198e-05 2.64802e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 0.098195000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
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leaf_weight=0.001581874120878621 0.0010176656854797616 0.0011981189747092818 0.0016102573647072509 0.0017864636910624905 0.0010448774185710741 0.0012995228378204562
leaf_count=804 715 766 312 707 282 324
internal_value=0 3.03038e-05 -1.92756e-05 4.48146e-05 -4.95327e-05 9.08307e-05
internal_weight=0 0.00852111 0.00693924 0.00574112 0.00413086 0.00308599
internal_count=3910 3195 2391 1625 1313 1031
is_linear=0
shrinkage=0.00196078


Tree=9414
num_leaves=8
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split_feature=50 4 51 16 0 2 0
split_gain=1.706e-05 3.77618e-05 2.67018e-05 2.35413e-05 5.09796e-05 2.86887e-05 1.09301e-05
threshold=0.084340000000000012 0.28937500000000005 0.077145000000000005 -0.014099999999999998 -0.10209999999999998 0.085730000000000015 0.048950000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 6 -8
leaf_value=-0.00051737298002549673 -0.00024510905233585806 0.00037068490910242971 0.00023128597657838057 -0.00020916593693697674 1.9733835642205171e-05 0.00032055133906244997 3.2884142322786842e-05
leaf_weight=0.0011990404194422543 0.0010071470322683953 0.0010606436510322195 0.0012830532459431176 0.0011821235942703224 0.0015677547501560189 0.0010037810978356905 0.0010277585909570348
leaf_count=275 731 396 321 424 943 681 139
internal_value=0 2.50841e-05 -2.53818e-05 -8.04475e-05 -0.000213031 3.37e-05 0.00017502
internal_weight=0 0.00832416 0.00726351 0.00598046 0.0027668 0.00321366 0.00203154
internal_count=3910 3179 2783 2462 1218 1244 820
is_linear=0
shrinkage=0.00196078


Tree=9415
num_leaves=7
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split_feature=52 0 151 0 4 1
split_gain=8.25255e-06 1.7572e-05 2.56069e-05 3.79464e-05 2.44222e-05 2.008e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.044604999999999992 -0.17106499999999999 -0.34687499999999999 0.092550000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010231780475505377 0.0012302409439935765 0.0010689944399530154 0.0012228346841633778 0.0018456432795452436 0.0011934903894324507 0.001125756124607652
leaf_count=497 647 245 131 1608 400 382
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internal_weight=0 0.0074799 0.00521741 0.00419423 0.00226248 0.0029714
internal_count=3910 3263 2618 2121 645 1990
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=8
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split_feature=50 4 12 13 0 16 15
split_gain=2.32511e-05 3.96218e-05 3.56387e-05 3.5357e-05 5.24927e-05 5.13179e-05 6.08217e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00035590140414231244 -0.00028855613361513895 0.00038172885600083241 0.0003362838877032914 0.00031009777493565651 -0.00040140105360388811 0.00043304787206722924 -0.00027529027388244231
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leaf_count=307 715 396 167 217 361 629 1118
internal_value=0 2.66791e-05 -2.35103e-05 3.15277e-05 -3.78877e-05 6.81913e-05 -6.52832e-05
internal_weight=0 0.00854854 0.00748979 0.0064258 0.0052337 0.00405143 0.00296628
internal_count=3910 3195 2799 2492 2325 1964 1335
is_linear=0
shrinkage=0.00196078


Tree=9417
num_leaves=7
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split_feature=0 1 16 0 15 16
split_gain=1.7906e-05 2.58776e-05 3.60783e-05 3.16358e-05 3.11138e-05 4.0136e-05
threshold=0.10302000000000001 0.076710000000000014 0.10994000000000002 -0.083674999999999986 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.00047245859846260151 0.00021463116729431012 0.00021702200275716574 -0.00028630918824776406 6.1982815032025569e-06 0.00036053747225226081 -0.00019837572012135503
leaf_weight=0.0010136051153463701 0.0012671722196703787 0.0017759194642982634 0.0011281936749751231 0.0011146848431452668 0.0013152665217326387 0.0018013119336414986
leaf_count=1044 210 440 288 885 602 441
internal_value=0 -3.59198e-05 2.97753e-05 -0.000221764 0.000102663 7.84882e-06
internal_weight=0 0.00814898 0.00602069 0.00212829 0.0048925 0.00357723
internal_count=3910 3700 1771 1929 1483 881
is_linear=0
shrinkage=0.00196078


Tree=9418
num_leaves=7
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split_feature=4 16 0 48 52 3
split_gain=8.09359e-06 2.01614e-05 2.00259e-05 5.58283e-05 2.7146e-05 2.53278e-05
threshold=0.28937500000000005 -0.27337499999999998 -0.10575999999999998 0.084795000000000023 0.083750000000000005 -0.075679999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 -7
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leaf_weight=0.0010704658962576398 0.0011598676443624152 0.0010075115961168995 0.0011984288370130586 0.0010123857090121758 0.0018575130987071079 0.0014191243996468028
leaf_count=226 426 209 1333 178 1056 482
internal_value=0 -0.00124039 0.000855374 0.00912038 -0.00287518 -0.00943619
internal_weight=0 0.00756543 0.00649496 0.0020199 0.00447507 0.00261755
internal_count=3910 3484 3258 387 2871 1815
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=8
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split_feature=50 4 12 12 0 1 4
split_gain=1.55256e-05 2.78318e-05 3.22905e-05 4.167e-05 3.9814e-05 2.27959e-05 4.20388e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086935000000000012 -0.06402999999999999 0.078675000000000009 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00034129342032413531 -0.00023108681515597175 0.00032803900042717757 0.00042595616101693027 -0.00036662739813944238 9.4875881013457204e-05 -0.00017836974947972421 0.00034675101121155492
leaf_weight=0.0010138061172505789 0.0010131896693081561 0.0010278308049433407 0.0010346404778896669 0.0014482748751404408 0.0014266751200917986 0.0012072170694875919 0.0011392609724545921
leaf_count=306 731 396 585 1204 309 289 90
internal_value=0 2.60269e-05 -1.66723e-05 3.59331e-05 -0.000137609 0.000183496 7.65866e-05
internal_weight=0 0.00829771 0.00726987 0.00625607 0.00287495 0.00338112 0.00234648
internal_count=3910 3179 2783 2477 1513 964 379
is_linear=0
shrinkage=0.00196078


Tree=9420
num_leaves=7
num_cat=0
split_feature=457 42 43 2 12 0
split_gain=7.85121e-06 1.93961e-05 2.16657e-05 5.21528e-05 4.23975e-05 3.07053e-05
threshold=0.069705000000000003 -0.082904999999999993 -0.074254999999999988 0.099990000000000009 0.080120000000000011 -0.13506999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 5 -6 -7
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leaf_weight=0.0011636944895018824 0.0012831425448923128 0.0017785514258099383 0.0011923202549443434 0.0011068309802452494 0.0010238364434900966 0.0011728813652617926
leaf_count=532 338 1097 254 151 1057 481
internal_value=0 -0.00128992 -0.00348909 -0.00718504 -0.0181088 0.00343416
internal_weight=0 0.00743811 0.00627442 0.00449587 0.00221616 0.00227971
internal_count=3910 3572 3040 1943 1311 632
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=7
num_cat=0
split_feature=42 51 2 2 49 42
split_gain=8.73766e-06 1.66924e-05 2.13545e-05 3.73188e-05 3.49534e-05 3.35954e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.11934000000000002 0.106285 -0.0090499999999999973 0.084100000000000022
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00725064 0.00623749 0.00516887 0.00402836 0.00280468
internal_count=3910 2850 2329 1986 1768 1422
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=8
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split_feature=50 4 48 52 13 12 2
split_gain=2.08956e-05 3.92716e-05 3.46427e-05 3.28298e-05 5.2763e-05 4.01453e-05 2.44315e-05
threshold=0.084340000000000012 0.28937500000000005 0.091555000000000011 -0.092084999999999986 -0.0024749999999999993 0.089855000000000004 0.085805000000000006
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 6 -7 -8
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leaf_weight=0.0012553914057662017 0.0010302052488531466 0.0010490763032727692 0.0011794066008913948 0.0011270020549384199 0.0011411017250504531 0.0010907316181477237 0.0015178858996827112
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internal_weight=0 0.0083606 0.00731152 0.00613211 0.00487672 0.00221773 0.00265899
internal_count=3910 3179 2783 2458 1893 1416 477
is_linear=0
shrinkage=0.00196078


Tree=9423
num_leaves=7
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split_feature=133 160 42 48 15 4
split_gain=8.65449e-06 3.00465e-05 1.94229e-05 2.95332e-05 3.96507e-05 2.64565e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00765627 0.00606167 0.00457272 0.00319161 0.00213755
internal_count=3910 3306 2220 1535 1246 979
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=8
num_cat=0
split_feature=4 42 16 160 42 16 0
split_gain=2.03034e-05 3.05666e-05 2.11106e-05 2.62199e-05 3.15947e-05 4.63267e-05 3.11799e-05
threshold=0.28937500000000005 0.092145000000000019 -0.19424999999999998 -0.080909999999999996 -1.0000000180025095e-35 0.032820000000000009 -0.10462499999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
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leaf_weight=0.0013245419811785258 0.0012534571619376772 0.0012358271334303311 0.001012226239751968 0.0010266451020972513 0.0011494133491374374 0.0012654112587206032 0.0010829236621010311
leaf_count=218 426 702 584 830 177 394 579
internal_value=0 -3.9919e-05 1.12105e-05 6.44081e-05 5.84472e-07 8.93558e-05 0.000259253
internal_weight=0 0.00809699 0.00686116 0.00553662 0.00452439 0.00349775 0.00223234
internal_count=3910 3484 2782 2564 1980 1150 756
is_linear=0
shrinkage=0.00196078


Tree=9425
num_leaves=6
num_cat=0
split_feature=1 4 16 15 16
split_gain=7.99914e-06 2.57109e-05 2.04399e-05 3.07577e-05 4.6861e-05
threshold=0.076710000000000014 -0.082054999999999975 0.10994000000000002 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=0.0043787416140149442 0.012092120693020052 -0.01406098073280502 -0.010215375800519694 0.018414215630449988 -0.011653744469761335
leaf_weight=0.0016307602120525749 0.0016401012256079615 0.0014098840537021397 0.001076012126128437 0.0012586025772733651 0.0016847612558780537
leaf_count=521 456 1487 368 619 459
internal_value=0 -0.00417138 0.00218798 0.00509979 5.97092e-05
internal_weight=0 0.00304064 0.00565948 0.00458347 0.00332486
internal_count=3910 2008 1902 1534 915
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=7.73656e-06 2.14632e-05 2.19047e-05 4.48261e-05 3.65158e-05 1.97841e-05
threshold=0.073820000000000011 -0.081419999999999979 -0.072349999999999984 -0.11739999999999999 -0.031229999999999997 -0.083144999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
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leaf_weight=0.0010817837198600624 0.0010646585110916764 0.0012563029250850432 0.0010622113431136828 0.0013885627068698525 0.0012032295377017923 0.0016308542243559517
leaf_count=273 503 715 409 527 709 774
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internal_weight=0 0.00762294 0.00654116 0.00528486 0.00422265 0.00283408
internal_count=3910 3407 3134 2419 2010 1483
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=8
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split_feature=50 4 151 2 13 3 52
split_gain=2.68841e-05 3.26257e-05 3.58728e-05 4.30668e-05 5.75381e-05 4.73967e-05 3.77444e-05
threshold=0.084340000000000012 0.28937500000000005 -0.016164999999999995 0.106035 -0.070604999999999987 -0.08323499999999999 -0.010284999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
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leaf_weight=0.0013118401728020816 0.0010375471378884166 0.0010651059277380749 0.0014563985167629565 0.0015272180628506373 0.0010578531910212349 0.0010434396653254243 0.0010187556758158287
leaf_count=454 731 396 838 437 553 207 294
internal_value=0 3.39402e-05 -1.21515e-05 -7.53763e-05 1.977e-05 -0.000130441 4.26483e-05
internal_weight=0 0.00848061 0.00741551 0.00610367 0.00457645 0.00312005 0.0020622
internal_count=3910 3179 2783 2329 1892 1054 501
is_linear=0
shrinkage=0.00196078


Tree=9428
num_leaves=8
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split_feature=1 12 2 4 150 2 12
split_gain=1.06879e-05 2.57107e-05 2.42283e-05 4.244e-05 3.51115e-05 4.22789e-05 3.63946e-05
threshold=0.12730000000000002 0.10129000000000001 0.086650000000000019 -0.0025899999999999994 0.085200000000000012 0.11165000000000001 0.088485000000000022
decision_type=2 2 2 2 2 2 2
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leaf_value=8.8648713882876501e-05 0.00017720338330952693 -0.00031857387304237635 -5.0993754818334645e-05 -0.00043792761245625093 0.0004170775558537644 -0.0003072042578296746 0.00043459437337696152
leaf_weight=0.0013190014276267417 0.0011083972272300539 0.0010228412556451596 0.0014274454379950333 0.0010624509344088282 0.0010261296921011522 0.0011343038875248454 0.0010156394108785053
leaf_count=1101 345 436 612 280 266 273 597
internal_value=0 -2.82332e-05 1.42827e-05 -0.000146276 9.73414e-05 5.62907e-06 0.000150875
internal_weight=0 0.00800781 0.00698497 0.00238145 0.00460352 0.00357739 0.00244308
internal_count=3910 3565 3129 1381 1748 1482 1209
is_linear=0
shrinkage=0.00196078


Tree=9429
num_leaves=7
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split_feature=15 16 48 0 3 52
split_gain=9.74157e-06 3.80013e-05 3.06785e-05 4.0062e-05 1.88383e-05 3.43632e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.10575999999999998 -1.0000000180025095e-35 0.083750000000000005
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010983317421616005 0.0010818999569606087 0.0015247467055618143 0.0010382705268862057 0.0016076961475666037 0.0012979301686385546 0.0010469570505646792
leaf_count=459 298 260 353 1480 152 908
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internal_weight=0 0.0075975 0.0065156 0.00547733 0.00395258 0.00265465
internal_count=3910 3451 3153 2800 2540 2388
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=7
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split_feature=160 133 43 4 0 43
split_gain=8.2096e-06 2.14833e-05 2.84812e-05 3.53151e-05 4.99881e-05 1.61351e-05
threshold=0.087825000000000014 0.088055000000000008 -0.06705499999999999 -0.078484999999999985 -0.10209999999999998 -0.15969999999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010027208596928199 0.0012675145301536258 0.0010577867093632945 0.0012349470421121442 0.0019589153141606123 0.0010721592013956411 0.0010854777409293947
leaf_count=186 427 812 698 390 596 801
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internal_weight=0 0.00741201 0.00635422 0.00426602 0.00303107 0.0020882
internal_count=3910 3483 2671 1684 986 987
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=7
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split_feature=50 160 42 43 150 4
split_gain=3.39357e-05 4.11854e-05 3.92278e-05 3.38811e-05 3.53811e-05 3.42812e-05
threshold=0.086465000000000014 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 0.083205000000000015 -0.056579999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.00031579083625556624 -0.0003478530910779468 -0.00035396101032009099 0.00026187610015372838 7.9338353116812841e-05 0.00025223685094145616 -0.00034404628005090459
leaf_weight=0.0015944210810011862 0.0010143876089160559 0.0012132922513168679 0.00174841060179802 0.0012459575239496513 0.0010153916504292843 0.0017938765527126736
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internal_value=0 3.132e-05 -3.33189e-05 3.37137e-05 -6.46586e-05 -0.000170511
internal_weight=0 0.00861135 0.00701693 0.00580364 0.00405523 0.00303983
internal_count=3910 3195 2391 1625 1074 910
is_linear=0
shrinkage=0.00196078


Tree=9432
num_leaves=7
num_cat=0
split_feature=4 151 0 42 13 43
split_gain=7.88959e-06 1.72211e-05 2.40067e-05 2.16749e-05 2.92843e-05 3.27035e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14867499999999997 0.092145000000000019 -0.094679999999999986 -0.077544999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0012334971639265798 0.0011558699058957581 0.0011117144500639563 0.0012372759851547654 0.0010541024072620508 0.0013694216968801172 0.0015196288662176229
leaf_count=564 426 196 191 628 766 1139
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internal_weight=0 0.00752564 0.00629214 0.00518043 0.00412633 0.00288905
internal_count=3910 3484 2920 2724 2096 1905
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=8
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split_feature=12 15 12 16 3 4 4
split_gain=1.28936e-05 1.67494e-05 4.57698e-05 4.62907e-05 3.42623e-05 1.84154e-05 4.60788e-05
threshold=0.10595000000000002 0.088190000000000004 0.085845000000000019 -0.0072149999999999992 -0.018854999999999997 0.080255000000000007 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00036770624459701542 -0.00022393232439963309 0.00022265350014672307 -0.00057089653594041465 2.3695752451002435e-05 -0.00013160230820950201 -0.00020166848472475779 0.00040842947239347907
leaf_weight=0.0011740059998269648 0.0010046895236610629 0.0012276718883365836 0.0010128782886254224 0.0010008030971570615 0.001526952214965455 0.0013295817335282822 0.0010087942517864618
leaf_count=727 391 780 707 506 357 337 105
internal_value=0 1.12837e-05 -2.5508e-05 -0.000275383 7.43403e-05 -1.4763e-05 8.32382e-05
internal_weight=0 0.00828069 0.00705302 0.00201368 0.00503933 0.00386533 0.00253575
internal_count=3910 3519 2739 1213 1526 799 462
is_linear=0
shrinkage=0.00196078


Tree=9434
num_leaves=7
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split_feature=52 0 16 43 48 4
split_gain=7.82067e-06 1.78492e-05 4.60068e-05 2.90933e-05 3.01867e-05 2.95803e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.0037249999999999996 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.016149535213771642 -0.0074258580176849998 0.02254122139962457 -0.0034169754910422533 0.020719840542905141 -0.010831109459057055 -0.0021644572628423584
leaf_weight=0.0011847529116425161 0.001230927566229739 0.0011767775153760606 0.0016264133696107244 0.0010844049670096375 0.0011978648262094536 0.001178909674342542
leaf_count=1342 647 618 476 368 191 268
internal_value=0 0.00117842 0.00748026 -0.00262389 0.0020059 0.00879992
internal_weight=0 0.00744912 0.00280319 0.00464593 0.00346118 0.00226331
internal_count=3910 3263 1094 2169 827 636
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=7
num_cat=0
split_feature=50 42 160 43 4 47
split_gain=3.19817e-05 4.02419e-05 2.82257e-05 2.929e-05 3.09808e-05 6.01203e-05
threshold=0.086465000000000014 -1.0000000180025095e-35 0.094340000000000021 -0.074254999999999988 -0.065054999999999988 0.077735000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=-0.00026726545436382687 -0.0003378103166938573 0.00034130110689057632 -0.00021456539442040584 -0.00019319406074496339 0.00037668147765032751 -0.00019409070847315566
leaf_weight=0.0014627360748310806 0.0010161322955822396 0.0019002979423913052 0.0010143682816977171 0.0013815519951647795 0.0018801566401527149 0.0011395193398107968
leaf_count=875 715 785 229 603 566 137
internal_value=0 2.96321e-05 8.89936e-05 0.000137858 5.00184e-05 0.000161292
internal_weight=0 0.00877863 0.00731589 0.00630153 0.00440123 0.00301968
internal_count=3910 3195 2320 2091 1306 703
is_linear=0
shrinkage=0.00196078


Tree=9436
num_leaves=7
num_cat=0
split_feature=1 457 403 12 3 2
split_gain=8.5834e-06 1.88062e-05 2.19073e-05 4.4806e-05 8.53873e-05 5.16891e-05
threshold=0.12730000000000002 0.069705000000000003 0.03138500000000001 0.084100000000000022 0.090325000000000003 0.092745000000000008
decision_type=2 2 2 2 2 2
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leaf_value=0.016752129096305034 0.0083987158071152229 0.010404719793642303 0.010137644274823367 -0.030800280355909416 -0.018189299481742301 -0.002153269716039834
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leaf_count=556 345 311 409 1401 210 678
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internal_weight=0 0.00762699 0.00644909 0.0054326 0.00290345 0.00252915
internal_count=3910 3565 3254 2845 766 2079
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=8
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split_feature=50 4 12 48 0 49 3
split_gain=2.18858e-05 4.51572e-05 3.67868e-05 4.1995e-05 3.10006e-05 5.59561e-05 3.93899e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.091555000000000011 -0.083424999999999985 -0.006494999999999999 -0.088494999999999976
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 6 -7 -8
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internal_value=0 3.00153e-05 -2.42777e-05 3.20155e-05 -3.991e-05 0.000104014 -0.000197433
internal_weight=0 0.00841822 0.00736548 0.00632214 0.0052572 0.00274718 0.00251002
internal_count=3910 3179 2783 2477 2212 1036 1176
is_linear=0
shrinkage=0.00196078


Tree=9438
num_leaves=7
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split_feature=15 16 48 0 52 3
split_gain=9.95452e-06 2.78515e-05 2.98801e-05 3.69467e-05 1.78623e-05 5.18225e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.10575999999999998 0.086635000000000004 -0.075679999999999983
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00757881 0.00650588 0.0054623 0.00393662 0.00246241
internal_count=3910 3451 3153 2800 2540 1748
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=7
num_cat=0
split_feature=4 12 160 4 12 160
split_gain=9.41205e-06 1.52948e-05 1.87672e-05 2.21874e-05 5.99614e-05 2.72399e-05
threshold=0.27608500000000008 -0.0089849999999999982 -1.0000000180025095e-35 0.074650000000000008 0.091555000000000011 0.041025000000000006
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00747716 0.0064574 0.0052613 0.00416732 0.00287413
internal_count=3910 3469 3130 2101 1934 1144
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=7
num_cat=0
split_feature=52 52 0 47 3 51
split_gain=8.53311e-06 1.43228e-05 2.0161e-05 2.83528e-05 1.79134e-05 6.62881e-06
threshold=-0.081429999999999989 -0.0066199999999999991 -0.083424999999999985 0.087850000000000025 -0.083144999999999983 -0.08101499999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00659952 0.00542683 0.00320182 0.002225 0.00204617
internal_count=3910 2939 2412 1238 1174 971
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=7
num_cat=0
split_feature=2 160 12 16 16 52
split_gain=8.36211e-06 2.69087e-05 2.14617e-05 4.16335e-05 2.04559e-05 1.0382e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0055388 0.00431975 0.00275246 0.00309778 0.00201629
internal_count=3910 2287 1944 1082 1623 1151
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=7
num_cat=0
split_feature=13 16 1 15 13 52
split_gain=8.58343e-06 1.8248e-05 3.40035e-05 4.23489e-05 4.0339e-05 2.9741e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00758647 0.00637856 0.00204338 0.00433518 0.00301871
internal_count=3910 3714 3186 1756 1430 546
is_linear=0
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Tree=9443
num_leaves=7
num_cat=0
split_feature=50 42 160 133 0 0
split_gain=1.15633e-05 3.22859e-05 2.35886e-05 2.97698e-05 7.15295e-05 3.82189e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.070894999999999986 -0.13870499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00026198175855578432 -0.00020194313477023507 0.00021736624907722017 -0.00016806634374331962 -0.00016266033947012323 0.00058288693636390971 -0.00022612295062834749
leaf_weight=0.0013052276639272742 0.0010129769204178267 0.0018521097139938981 0.0012516858981186452 0.0010742416436381637 0.0013234600214203683 0.0012521819150928684
leaf_count=862 755 299 286 687 436 585
internal_value=0 2.03276e-05 7.48872e-05 0.000130158 0.000201201 3.84755e-05
internal_weight=0 0.00805891 0.00675368 0.00550199 0.00442775 0.00310429
internal_count=3910 3155 2293 2007 1320 884
is_linear=0
shrinkage=0.00196078


Tree=9444
num_leaves=8
num_cat=0
split_feature=50 4 42 48 52 13 1
split_gain=1.85409e-05 3.39634e-05 2.70214e-05 2.62642e-05 2.72465e-05 5.3973e-05 4.40115e-05
threshold=0.084340000000000012 0.28937500000000005 -1.0000000180025095e-35 0.091555000000000011 -0.088354999999999989 -0.014729999999999998 0.086245000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.0002756500792137469 -0.00025403578674017903 0.0003554540098353277 -0.0003015152926937434 0.00030482017564588632 -0.00020199767373073986 0.00055643979727700141 -1.5428593690831558e-05
leaf_weight=0.0013281453521164482 0.0010317555371678602 0.0010440452470349667 0.0010922002021723472 0.0011162066704397539 0.0017694314336401734 0.0010130512623608371 0.0010575405159938779
leaf_count=826 731 396 457 286 977 107 130
internal_value=0 2.44517e-05 -2.23968e-05 3.32139e-05 -2.82531e-05 4.94697e-05 0.000264362
internal_weight=0 0.00842062 0.00737658 0.00604843 0.00493222 0.00384002 0.00207059
internal_count=3910 3179 2783 1957 1671 1214 237
is_linear=0
shrinkage=0.00196078


Tree=9445
num_leaves=8
num_cat=0
split_feature=50 4 12 160 4 3 12
split_gain=2.38838e-05 3.46374e-05 3.17993e-05 2.92938e-05 5.88682e-05 4.90078e-05 1.96905e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.087825000000000014 -0.034289999999999994 -0.089604999999999976 0.086935000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.0003438809896351654 -0.00029043532913761237 0.0003646255117667146 0.00019833441984796281 -0.0002425229274604536 0.00046096798055842976 -0.00035439746741926275 0.00010845361345673295
leaf_weight=0.0010025915197709847 0.001016149182472747 0.0010294115321353436 0.0010926931571988031 0.0012010053155155978 0.0014388472607912649 0.0014158621776599795 0.001056544038929034
leaf_count=306 731 396 419 303 348 910 497
internal_value=0 2.81773e-05 -1.98756e-05 3.24769e-05 9.84801e-05 -0.000113635 0.000311714
internal_weight=0 0.00823696 0.00720754 0.00620495 0.00500395 0.00250856 0.00249539
internal_count=3910 3179 2783 2477 2174 1329 845
is_linear=0
shrinkage=0.00196078


Tree=9446
num_leaves=7
num_cat=0
split_feature=0 52 2 3 0 1
split_gain=8.87554e-06 1.27424e-05 1.88793e-05 3.48095e-05 4.69734e-05 3.99584e-05
threshold=0.10302000000000001 0.10701500000000001 0.10796500000000002 0.090325000000000003 -0.077944999999999987 0.088495000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0014981423833935999 0.0080651133650453226 -0.011131919659373248 -0.0090953008490841127 0.019581985537213319 0.015800291550476891 -0.02401196864868816
leaf_weight=0.0015678285445392716 0.0011681238394048313 0.0011221179448238734 0.0015680231059905627 0.0010553635453991734 0.0011516659261196125 0.0010093004937377116
leaf_count=1426 210 680 567 168 517 342
internal_value=0 -0.00130804 0.00042736 0.00354844 -0.000989543 -0.00849257
internal_weight=0 0.0074743 0.00635218 0.00478416 0.00372879 0.00257713
internal_count=3910 3700 3020 2453 2285 1768
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=6
num_cat=0
split_feature=42 43 52 16 0
split_gain=8.63519e-06 1.38379e-05 2.31465e-05 1.98739e-05 2.73931e-05
threshold=-1.0000000180025095e-35 -0.074254999999999988 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0070855126556614361 0.0084548737034334884 -0.013671941758938905 -0.0091432488873647161 0.01403984480413991 0.010956497476493222
leaf_weight=0.0014467514651770588 0.0019972260623615599 0.0011768705830672533 0.0018916451145043981 0.0010576370744427989 0.0010568806882567902
leaf_count=1060 1138 382 339 286 705
internal_value=0 0.00138284 -0.00134229 0.00227973 -0.00193862
internal_weight=0 0.00718026 0.00518303 0.00400616 0.00294853
internal_count=3910 2850 1712 1330 1044
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=7
num_cat=0
split_feature=4 151 0 0 4 4
split_gain=8.28848e-06 1.55267e-05 2.01354e-05 2.54655e-05 3.01083e-05 1.55498e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14867499999999997 -0.10071499999999999 -0.025214999999999998 -0.34687499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.0090522288506378681 0.0078769627692042311 -0.015528697352376865 0.012399579294283196 -0.0071234048922020681 -0.019044328413917636 0.0074617145961183356
leaf_weight=0.0012234628431605759 0.0011480834041755024 0.0011028065157006432 0.0011602124744980458 0.0013561377089028651 0.0010418018130208865 0.0015856821964497832
leaf_count=564 426 196 270 272 786 1396
internal_value=0 -0.00124935 -0.00326701 -0.000638178 -0.00443537 0.000738179
internal_weight=0 0.0074701 0.00624664 0.00514383 0.00398362 0.00294182
internal_count=3910 3484 2920 2724 2454 1668
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=7
num_cat=0
split_feature=48 484 3 49 1 47
split_gain=1.45346e-05 2.45033e-05 2.76453e-05 3.94383e-05 3.78365e-05 1.78377e-05
threshold=0.091555000000000011 0.070005000000000012 -0.100615 -0.00064499999999999985 0.087545000000000026 0.092255000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00016410070812492662 0.00014547034341655136 0.00024018170662280086 -0.00047459106649364556 -0.00027096679709273994 0.00030229377174460022 -6.050918464612673e-05
leaf_weight=0.001306822705019561 0.0019552877163982003 0.0010013803350786528 0.0011515996219271735 0.0017824356845882474 0.0010264130340480004 0.0010581606126695391
leaf_count=415 483 464 449 1364 569 166
internal_value=0 -4.48089e-05 -8.99258e-05 -0.000156073 -6.12181e-05 0.00011813
internal_weight=0 0.00732681 0.00632543 0.00501861 0.00386701 0.00208457
internal_count=3910 3427 2963 2548 2099 735
is_linear=0
shrinkage=0.00196078


Tree=9450
num_leaves=7
num_cat=0
split_feature=50 42 16 16 151 2
split_gain=1.40594e-05 3.08507e-05 2.06475e-05 3.80827e-05 2.6684e-05 4.24306e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.0095499999999999977 0.16388500000000003 -0.0088999999999999982 0.10325000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00025370254671988938 -0.00022298133886962022 -0.00026697598143514385 0.0004611014091253876 3.2395865492622851e-06 -9.836759155550551e-05 0.00040821976888045407
leaf_weight=0.0013035451763115423 0.0010110720208539982 0.0011541259682536394 0.0012387662203072959 0.0016011702056201679 0.0017217811444862545 0.001007705053591676
leaf_count=862 755 301 536 466 746 244
internal_value=0 2.23674e-05 7.58911e-05 0.000202957 -1.7027e-05 8.86605e-05
internal_weight=0 0.00802709 0.00672355 0.00283994 0.00388361 0.00272949
internal_count=3910 3155 2293 1002 1291 990
is_linear=0
shrinkage=0.00196078


Tree=9451
num_leaves=7
num_cat=0
split_feature=52 2 160 2 16 0
split_gain=9.03795e-06 2.25487e-05 2.09402e-05 1.82167e-05 5.05497e-05 1.53048e-05
threshold=-0.048794999999999991 0.096970000000000015 -1.0000000180025095e-35 0.11005500000000001 -0.15168999999999996 -0.082074999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0020790458687776217 -0.015296997123515425 0.016536191717052881 0.012811645012981949 0.010306165293279032 -0.0040058832880664535 -0.02071697988644872
leaf_weight=0.0018149687346826441 0.001021203374259874 0.0010143826309300826 0.0012314514343047022 0.0013523531874108921 0.0010773902799772329 0.0011154633602114372
leaf_count=674 924 516 265 315 651 565
internal_value=0 0.00459491 -0.00229943 0.000479323 -0.00340157 -0.0125065
internal_weight=0 0.00282935 0.00579786 0.00477666 0.00342431 0.00219285
internal_count=3910 1190 2720 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=7
num_cat=0
split_feature=0 1 160 151 2 3
split_gain=8.32241e-06 1.47658e-05 1.7393e-05 1.82881e-05 4.2553e-05 3.12804e-05
threshold=0.10302000000000001 0.076710000000000014 1.0000000180025095e-35 -0.0074049999999999993 0.10571000000000001 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0087690335272892338 0.0078345401731424996 -0.0074787294960612085 -0.0098958862008410448 0.012468769533447896 0.023760794850435342 -0.011051236361318622
leaf_weight=0.0019387283357537701 0.001162526685997825 0.0010318473797018436 0.0010964400023809971 0.0010570316570686863 0.0011117784599481212 0.0012158839704611789
leaf_count=1929 210 277 283 540 319 352
internal_value=0 -0.00126257 0.00137719 0.00417582 0.00772879 -0.000113131
internal_weight=0 0.00745171 0.00551298 0.00441654 0.00338469 0.00227292
internal_count=3910 3700 1771 1488 1211 892
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=6
num_cat=0
split_feature=52 4 15 2 12
split_gain=8.20842e-06 1.80713e-05 1.7522e-05 4.36095e-05 5.41707e-05
threshold=-0.048794999999999991 -0.0031049999999999997 -0.11739999999999999 0.106035 0.088285000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0049226050755272746 -0.013005434129527883 0.011269836014047628 -0.0052566176050139034 -0.01577551498974554 0.020098929730314411
leaf_weight=0.0011982018940426137 0.0011894270113652168 0.0016225667877916771 0.001831421343700151 0.0011994404817910311 0.0015605809823921314
leaf_count=807 467 383 946 309 998
internal_value=0 0.00439164 -0.00218858 0.000613562 0.00640888
internal_weight=0 0.00282077 0.00578087 0.00459144 0.003392
internal_count=3910 1190 2720 2253 1944
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=7
num_cat=0
split_feature=0 12 2 16 49 16
split_gain=7.49912e-06 1.50138e-05 2.41663e-05 3.52427e-05 3.0223e-05 4.66539e-05
threshold=0.10302000000000001 0.097510000000000013 0.086650000000000019 -0.057604999999999996 1.0000000180025095e-35 -0.090809999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.021055601834923224 0.0074481074134550053 -0.011987467028904174 0.025222020489992936 0.0035506796844557531 -0.0082720739423028083 -0.00061043032266898129
leaf_weight=0.0010440472096671495 0.0011606185596018956 0.0010984396349505805 0.001269286683395155 0.0013154652764751351 0.0011439379289150302 0.0015563949325842913
leaf_count=802 210 615 325 587 550 821
internal_value=0 -0.00119536 0.000677647 -0.00733721 0.00544162 0.0109934
internal_weight=0 0.00742757 0.00632913 0.00235951 0.00396962 0.00282568
internal_count=3910 3700 3085 1389 1696 1146
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=7
num_cat=0
split_feature=13 15 47 4 3 49
split_gain=6.8771e-06 1.58683e-05 2.03679e-05 2.61558e-05 2.60558e-05 4.44709e-05
threshold=-0.26418499999999995 0.088615000000000013 0.10887000000000001 -0.08422499999999998 -0.083144999999999983 -0.042499999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0076600513528480895 -0.009502626392828329 -0.012349178590638908 -0.011765047224439933 0.019879010029722387 -0.01460716817868889 0.010967463649070489
leaf_weight=0.0010253938738498843 0.0012319831394515014 0.0010700987468646823 0.0010764486317594614 0.0011515585098626747 0.001034707736174837 0.0019829128239930768
leaf_count=196 616 866 219 670 234 1109
internal_value=0 -0.00106803 0.000795613 0.00329895 0.00708178 0.00219821
internal_weight=0 0.00754771 0.00647761 0.00540116 0.00416918 0.00301762
internal_count=3910 3714 2848 2629 2013 1343
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=7
num_cat=0
split_feature=52 160 2 2 16 0
split_gain=7.20729e-06 1.7471e-05 1.64448e-05 1.61214e-05 4.29018e-05 1.50388e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.096970000000000015 0.11005500000000001 -0.15168999999999996 -0.082074999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0015929955484020126 -0.013970260122260736 0.011826647970658286 0.014358837905087948 0.0097959573316011 -0.003132632987545585 -0.019759200566886181
leaf_weight=0.0018012600439787385 0.0010129048375155294 0.0012228617791461335 0.0010078620652212681 0.0013383153186783915 0.0010705791383624117 0.0011060396739617372
leaf_count=674 924 265 516 315 651 565
internal_value=0 -0.00204954 0.00413023 0.000499018 -0.00316102 -0.0115814
internal_weight=0 0.0057507 0.00280912 0.0047378 0.00339948 0.00217662
internal_count=3910 2720 1190 1796 1481 1216
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=9
num_cat=0
split_feature=50 4 12 51 48 42 2 4
split_gain=1.74373e-05 2.21681e-05 2.88191e-05 3.33178e-05 4.48994e-05 3.17783e-05 3.34838e-05 1.18128e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.090910000000000005 0.085330000000000003 0.085255000000000011 -0.06272999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.00031407029007237081 -0.00024658794268984967 0.00029296959644343936 -0.00026938747185325406 0.00039826182176080384 0.00047465737910429133 -0.00027696908166418709 -0.00018300216649023407 0.00011704721075716792
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leaf_count=306 731 396 591 319 232 743 331 261
internal_value=0 2.43033e-05 -1.36356e-05 3.66989e-05 0.000103386 1.31546e-05 0.000114741 -3.31432e-05
internal_weight=0 0.00836162 0.00732696 0.00627556 0.0051529 0.00414543 0.00307035 0.00201784
internal_count=3910 3179 2783 2477 1886 1654 911 592
is_linear=0
shrinkage=0.00196078


Tree=9458
num_leaves=7
num_cat=0
split_feature=0 1 160 15 2 1
split_gain=7.64975e-06 1.45886e-05 1.58318e-05 1.9039e-05 3.15337e-05 1.11524e-05
threshold=0.10302000000000001 0.076710000000000014 1.0000000180025095e-35 -0.090344999999999995 1.0000000180025095e-35 0.11198000000000001
decision_type=2 2 2 2 2 2
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leaf_count=1929 210 198 283 598 373 319
internal_value=0 -0.00120391 0.0014283 0.00410501 0.0104083 -0.00277332
internal_weight=0 0.00740882 0.00548044 0.00439131 0.00229144 0.00209987
internal_count=3910 3700 1771 1488 971 517
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=7
num_cat=0
split_feature=15 43 16 16 52 2
split_gain=7.15484e-06 2.12441e-05 2.43576e-05 3.95344e-05 4.63218e-05 1.80385e-05
threshold=-0.11739999999999999 -0.17307499999999998 0.15737500000000001 -0.19424999999999998 1.0000000180025095e-35 0.086650000000000019
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014299366789850857 0.0011171402117371469 0.0011874978139789858 0.0013996581846768249 0.0011530497795184144 0.0010933654363574912 0.0011737592685224325
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internal_weight=0 0.00712447 0.00600733 0.00460767 0.00342017 0.00232681
internal_count=3910 3296 3063 2535 2267 1229
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=7
num_cat=0
split_feature=51 150 2 3 52 15
split_gain=7.88292e-06 1.82751e-05 2.41713e-05 3.70267e-05 4.41315e-05 5.48807e-05
threshold=0.08955500000000001 0.082085000000000019 0.11339500000000001 -0.089974999999999986 0.086950000000000013 -0.017214999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.012356342770557966 -0.0079428312783379456 0.012951401224550725 -0.015115266346167494 -0.00061656986212324343 -0.011364935119445987 0.02673308077015903
leaf_weight=0.001377171638828013 0.0010943453180641072 0.0011150490894207615 0.0010099442395696935 0.0014857735242927142 0.001007785421826802 0.0014494574176436229
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internal_value=0 0.00114679 -0.00093259 0.00175974 0.00669005 0.0128891
internal_weight=0 0.00744518 0.00633013 0.00532019 0.00394302 0.00293523
internal_count=3910 3423 3001 2580 1979 1347
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=7
num_cat=0
split_feature=50 42 51 16 13 48
split_gain=1.71471e-05 3.05411e-05 2.30324e-05 3.91349e-05 3.45882e-05 2.93469e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00024659714823790056 -0.0002454597604013124 -0.00019123632883282941 0.00014811925471260821 4.6307591749808248e-05 0.00046954874395896038 -0.00025981576804759437
leaf_weight=0.0013155553972244213 0.0010000577194703248 0.0010219484621035307 0.0014551020870543123 0.0013307859878969334 0.0016789041676575245 0.0012695888502003028
leaf_count=862 755 478 523 862 288 142
internal_value=0 2.67318e-05 7.9953e-05 0.000128283 0.000282405 -4.19609e-05
internal_weight=0 0.00807188 0.00675633 0.00573438 0.00300969 0.00272469
internal_count=3910 3155 2293 1815 1150 665
is_linear=0
shrinkage=0.00196078


Tree=9462
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=8.2089e-06 1.32258e-05 1.91304e-05 2.41836e-05 3.68539e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 1.0000000180025095e-35 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.006934130169488008 -0.0067339420526479933 0.012728306106678159 -0.0042763633350483467 -0.013484583564806986 0.019038354468150887
leaf_weight=0.001428686431254142 0.0015680076544173967 0.001640483480025419 0.0017991437094586485 0.0010075386123625791 0.0010879889970793347
leaf_count=1060 1040 604 291 288 627
internal_value=0 0.00137336 0.00367001 -0.000145458 0.00450957
internal_weight=0 0.00710316 0.00553515 0.00389467 0.00288713
internal_count=3910 2850 1810 1206 918
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=8
num_cat=0
split_feature=13 39 457 3 12 4 52
split_gain=2.15108e-05 2.75763e-05 3.56366e-05 3.36542e-05 6.28977e-05 6.03959e-05 4.56946e-05
threshold=-0.26418499999999995 1.0000000180025095e-35 0.082870000000000013 0.090325000000000003 0.080120000000000011 0.08734500000000002 0.083750000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00025511272488976827 0.00030006744075404605 0.00026494327107988512 0.00022947701391834538 -0.00042972558786871573 -0.00067345668029156777 0.0001523960301438417 -0.00010147080700949568
leaf_weight=0.0010838710402193965 0.0012883349642825478 0.0010029459728054082 0.0011716649667980177 0.0012550704381548618 0.001140902771712962 0.0011488527858338586 0.0010144198464165845
leaf_count=196 212 431 226 206 1399 254 986
internal_value=0 -3.91859e-05 -8.26414e-05 -0.00014518 -6.74173e-05 -0.000210704 -0.000404247
internal_weight=0 0.00802219 0.00701925 0.00584758 0.00459251 0.00330418 0.00215532
internal_count=3910 3714 3283 3057 2851 2639 2385
is_linear=0
shrinkage=0.00196078


Tree=9464
num_leaves=7
num_cat=0
split_feature=13 16 1 15 48 3
split_gain=9.44813e-06 1.63138e-05 3.2411e-05 3.22676e-05 3.19955e-05 2.01123e-05
threshold=-0.26418499999999995 0.24895000000000003 1.0000000180025095e-35 0.083935000000000023 0.086215000000000014 -0.077689999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0090094508252302336 -0.026094000661563588 0.0098309335570587256 0.019344102432651149 -0.00095050871485449968 -0.0097560252539070982 0.0016682894981350259
leaf_weight=0.0010204836487161069 0.0010268828160956828 0.0011297509399909112 0.0010143011495841864 0.001014811553982113 0.0015643923176643557 0.0017619736861320563
leaf_count=196 911 500 578 853 302 570
internal_value=0 -0.0012454 -0.00320604 -0.0135966 0.0016813 0.00812608
internal_weight=0 0.00751211 0.00638236 0.00204169 0.00434067 0.00277627
internal_count=3910 3714 3214 1764 1450 1148
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=7
num_cat=0
split_feature=0 4 42 3 3 2
split_gain=9.82703e-06 1.51423e-05 2.28934e-05 3.42959e-05 2.2779e-05 2.25514e-05
threshold=0.10302000000000001 -0.034289999999999994 0.088115000000000013 -1.0000000180025095e-35 -0.083144999999999983 0.093070000000000014
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.0027293517611234079 0.0085968171348897553 -0.017484425566462888 0.013425322400974833 0.012380638522472211 -0.017698803911699357 -0.0053516851323091221
leaf_weight=0.0010100103399013592 0.0011460798312622486 0.0010631932885330655 0.0012431471136083467 0.0014389129806278373 0.0011877795796094975 0.0014299308191751893
leaf_count=771 210 1053 573 157 883 263
internal_value=0 -0.00135673 0.00159655 -0.00214322 -0.0083109 0.00354224
internal_weight=0 0.00737297 0.00517518 0.00393204 0.00219779 0.00286884
internal_count=3910 3700 2046 1473 1654 420
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=7
num_cat=0
split_feature=2 150 0 42 3 0
split_gain=8.48006e-06 2.6922e-05 3.47252e-05 1.98459e-05 1.62404e-05 1.33144e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 0.078965000000000021 -0.08323499999999999 -0.099024999999999988
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -4 -1
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0096170244480682787 -0.0141369433505323 0.01612083231134363 -0.0045023288065454232 -0.015737991360305206 0.01074283914951909 -0.0066862607429654629
leaf_weight=0.001002716313103982 0.0014113499547946384 0.001124398988146382 0.001130099944912893 0.0010066271410760557 0.0018307659795622883 0.0010009845175832659
leaf_count=135 301 327 628 875 1044 600
internal_value=0 0.00232027 -0.00122881 -0.00428259 0.00492408 0.00147243
internal_weight=0 0.00549661 0.00437222 0.00301033 0.00296087 0.0020037
internal_count=3910 2300 1973 1610 1672 735
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=6
num_cat=0
split_feature=15 16 48 0 52
split_gain=9.88633e-06 3.44642e-05 3.01496e-05 2.25651e-05 4.20014e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.016865000000000002 -0.083424999999999985 0.089525000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0089682806931218571 -0.018071075629285109 0.0059766606715184415 0.012374202648715766 -0.019155551008449147 0.0055885580221562946
leaf_weight=0.0010707527384127905 0.0010528359870864805 0.0017650782166624196 0.0018113107118164348 0.0015877680518339256 0.001207841772450166
leaf_count=459 298 1081 566 1054 452
internal_value=0 -0.00131014 0.00145925 -0.00287571 -0.00846487
internal_weight=0 0.00742483 0.006372 0.00456069 0.00279561
internal_count=3910 3451 3153 2587 1506
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=8
num_cat=0
split_feature=50 4 12 48 49 0 13
split_gain=1.69103e-05 3.08871e-05 2.66481e-05 3.18926e-05 3.42894e-05 7.4815e-05 4.98885e-05
threshold=0.08568000000000002 0.28937500000000005 -0.0089849999999999982 0.091555000000000011 -0.006494999999999999 -0.10071499999999999 -0.0088749999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.00031392664616317165 -0.00024639705820786125 0.00033968573438107326 -0.00030807583380056754 0.0003401620456710162 0.00043657449703949204 0.00011060342735378398 -0.00043890668482576584
leaf_weight=0.0010357538828199772 0.0010093059173782162 0.001032856499308986 0.0013328610021462405 0.0010343690077133779 0.0013156051560956781 0.0014004401437978777 0.0011624482363826662
leaf_count=306 727 396 297 265 218 1106 595
internal_value=0 2.23678e-05 -2.26428e-05 2.5662e-05 -3.67612e-05 5.64773e-05 -0.000138638
internal_weight=0 0.00831433 0.00728148 0.00624572 0.00521135 0.00387849 0.00256289
internal_count=3910 3183 2787 2481 2216 1919 1701
is_linear=0
shrinkage=0.00196078


Tree=9469
num_leaves=8
num_cat=0
split_feature=50 160 2 4 0 4 4
split_gain=2.76638e-05 3.57238e-05 3.40791e-05 3.77796e-05 4.91347e-05 3.10355e-05 2.74072e-05
threshold=0.08568000000000002 -0.026849999999999995 0.113945 0.15927500000000003 -0.076734999999999984 -0.17479499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00030154924307075631 -0.00031458585134358139 -0.0004538599913875893 -0.00033288655676965968 0.00034306413437080042 -6.1700710492047081e-05 0.00041204283656104981 -2.5685065978603669e-05
leaf_weight=0.001513756638587202 0.0010097018871168114 0.001203190882912561 0.001190115566886636 0.001186889015635257 0.0011172011205458745 0.0010143887994141774 0.0011004074204770389
leaf_count=802 727 983 401 249 177 327 244
internal_value=0 2.90865e-05 -3.14582e-05 3.235e-05 -5.07994e-05 0.000163746 -0.000249325
internal_weight=0 0.00832595 0.00681219 0.00562208 0.00443519 0.00213159 0.0023036
internal_count=3910 3183 2381 1980 1731 504 1227
is_linear=0
shrinkage=0.00196078


Tree=9470
num_leaves=7
num_cat=0
split_feature=0 2 16 3 15 0
split_gain=8.92164e-06 2.32452e-05 3.7878e-05 3.45656e-05 3.0809e-05 3.05899e-05
threshold=-0.017269999999999997 0.081615000000000007 -0.0083999999999999995 -0.072739999999999985 -0.026084999999999994 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.002659064044046892 0.0063430491195235975 -0.0067592906937054111 0.01708180092138387 -0.023343616679221225 -0.015974366586850041 0.016723844332384632
leaf_weight=0.0010043793341124965 0.0017473673768220403 0.0012385019654241605 0.001253746794635544 0.0010411596334067665 0.0012223684633335991 0.0010047068641420743
leaf_count=619 446 152 749 271 988 685
internal_value=0 -0.0016723 0.00218694 -0.0105761 -0.0032016 0.00375853
internal_weight=0 0.00676486 0.00471932 0.00204554 0.00346558 0.00224321
internal_count=3910 3464 2574 890 1825 837
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=7
num_cat=0
split_feature=50 4 0 13 2 2
split_gain=1.67347e-05 3.15203e-05 2.23677e-05 4.53124e-05 3.62983e-05 2.97575e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.06402999999999999 -0.084084999999999979 0.086650000000000019 0.10113500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.00045884624833524495 -0.00023620015052044799 0.00035597045400095027 0.00031320177854807533 -0.00022256409602054112 0.00018688638441766292 -0.00011511004931014122
leaf_weight=0.0010333069757067427 0.0010094283220475177 0.0010073875214179533 0.0014671951214934565 0.0014647236715530521 0.0019282928710951061 0.0010847054921838393
leaf_count=671 779 396 233 616 914 301
internal_value=0 3.17465e-05 -1.50589e-05 -9.93493e-05 1.01316e-05 0.000131144
internal_weight=0 0.00798561 0.00697822 0.00442632 0.00339302 0.0025519
internal_count=3910 3131 2735 2201 1530 534
is_linear=0
shrinkage=0.00196078


Tree=9472
num_leaves=6
num_cat=0
split_feature=51 160 49 0 16
split_gain=8.61154e-06 1.82965e-05 1.97812e-05 2.98569e-05 3.08007e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.031434999999999998 -0.10209999999999998 -0.0017249999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011685016671108989 -0.0083013224645345687 0.0094755962859164808 -0.016559500331207427 0.011595956683152275 -0.0077964691093867214
leaf_weight=0.0013591428172523923 0.0010947685105714205 0.0013578012381848595 0.0013845798936100019 0.0014890320024683881 0.0018201984867153005
leaf_count=888 487 313 334 1249 639
internal_value=0 0.00120032 -0.00115446 -0.00422947 0.000929409
internal_weight=0 0.00741075 0.00605161 0.00469381 0.00330923
internal_count=3910 3423 2535 2222 1888
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=6
num_cat=0
split_feature=47 159 0 42 4
split_gain=8.60666e-06 1.59733e-05 2.49763e-05 4.21794e-05 4.50413e-05
threshold=0.09550500000000002 0.073745000000000019 -0.21145499999999998 0.083815000000000014 -0.0021099999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0096141820367389944 0.0064476802769310743 0.010078703676305483 -0.0040434987543508756 0.0055972661971138123 -0.029239206451729716
leaf_weight=0.0011504064249684975 0.0016561158764716926 0.0010018379077283788 0.0017826841842517338 0.0017256945029070808 0.0011785872531253558
leaf_count=139 389 623 988 1394 377
internal_value=0 -0.00158682 -0.00358892 -0.00682959 -0.0140714
internal_weight=0 0.00683921 0.00583737 0.00468697 0.00296127
internal_count=3910 3521 2898 2759 1365
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=8
num_cat=0
split_feature=50 4 48 52 13 12 2
split_gain=1.29919e-05 2.77527e-05 2.05587e-05 3.78608e-05 4.0343e-05 3.66203e-05 1.6334e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.091555000000000011 -0.092084999999999986 -0.0024749999999999993 0.089855000000000004 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00038239955335642064 -0.00021497312059245736 0.00032538366738462862 0.00021987058087083648 -0.00044415440680624282 0.0003565840146118044 7.0979993829006259e-05 4.0092993217444591e-05
leaf_weight=0.0011855540371519804 0.0010104825221932184 0.0010066419679533208 0.001125933700599894 0.001075552301235962 0.0010958838620026116 0.0010470986255480502 0.0014651334510682832
leaf_count=541 779 396 321 912 147 487 327
internal_value=0 2.09799e-05 -2.28255e-05 -6.93835e-05 9.84869e-06 -0.00019004 0.000175523
internal_weight=0 0.0080018 0.00699516 0.00586922 0.00468367 0.00212265 0.00256102
internal_count=3910 3131 2735 2414 1873 1399 474
is_linear=0
shrinkage=0.00196078


Tree=9475
num_leaves=7
num_cat=0
split_feature=1 3 133 3 12 3
split_gain=2.16414e-05 2.44976e-05 2.94454e-05 4.54601e-05 2.18271e-05 4.28913e-05
threshold=0.10386500000000001 -0.100615 0.083815000000000014 -0.0086749999999999969 0.051320000000000005 0.12046500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.00016251560537127512 0.00053169119642602198 -0.00054320790368392747 0.00010245644895272714 -5.9617187973560622e-05 -7.8371674586296883e-05 -3.6588423916512065e-05
leaf_weight=0.001325359414662451 0.001036183958832928 0.0012072741334595307 0.0013445319958843896 0.0019618732537797111 0.001237112964600961 0.0010067525322801879
leaf_count=383 347 1309 1015 308 319 229
internal_value=0 -7.18637e-05 -0.000140685 -0.000243839 0.000127175 0.000251645
internal_weight=0 0.00583904 0.00451368 0.00316915 0.00328005 0.00204294
internal_count=3910 3015 2632 1617 895 576
is_linear=0
shrinkage=0.00196078


Tree=9476
num_leaves=7
num_cat=0
split_feature=50 4 150 2 12 13
split_gain=1.23306e-05 2.431e-05 2.37734e-05 3.25667e-05 3.71774e-05 4.24231e-05
threshold=1.0000000180025095e-35 0.27020000000000005 0.086420000000000011 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00030923979923016073 -0.00021042685152855309 0.00029122164426858876 -0.00028110095313273854 -0.00025117128865002327 0.00037104589258406126 0.00016540936645538008
leaf_weight=0.0011645071376929375 0.0010064592305195881 0.0010952135616567205 0.0011461427602428454 0.0012532733810521213 0.0014020832329894031 0.0019136811359458563
leaf_count=1032 779 441 304 406 623 325
internal_value=0 1.98934e-05 -2.33008e-05 2.82338e-05 0.000106392 -1.41548e-05
internal_weight=0 0.0079749 0.00687969 0.00573354 0.00448027 0.00307819
internal_count=3910 3131 2690 2386 1980 1357
is_linear=0
shrinkage=0.00196078


Tree=9477
num_leaves=7
num_cat=0
split_feature=15 16 48 0 52 3
split_gain=8.80664e-06 2.66189e-05 2.22449e-05 2.91922e-05 1.98425e-05 5.14732e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.10575999999999998 0.086635000000000004 -0.075679999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=0.0084374359905028205 -0.015971172163913524 0.010494468994464193 0.014651588549914503 -0.027690414195157855 0.0032476726094185374 0.0016586567641290761
leaf_weight=0.0010735801439803461 0.0010543706405526255 0.0014883283502143321 0.0010282803411598316 0.0010861057184815336 0.0014528569804431977 0.0013285343832195931
leaf_count=459 298 260 353 1357 792 391
internal_value=0 -0.00125121 0.00117987 -0.0014066 -0.00598649 -0.0115426
internal_weight=0 0.00743848 0.00638411 0.00535583 0.0038675 0.00241464
internal_count=3910 3451 3153 2800 2540 1748
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=6
num_cat=0
split_feature=51 42 0 15 47
split_gain=9.28612e-06 1.67906e-05 2.18174e-05 3.83926e-05 7.23453e-05
threshold=0.08955500000000001 0.086325000000000013 -0.017269999999999997 0.024640000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.019374430366805858 -0.0086258553189837422 -0.0067433679547257916 0.015718051044663398 -0.014255920691234112 -0.012414982055030409
leaf_weight=0.0018038432819216942 0.0010943023332545777 0.0019417681734816275 0.0012444429927258608 0.0012257207630512038 0.0011869509467234002
leaf_count=863 487 1280 299 726 255
internal_value=0 0.00124344 0.00408333 0.000649513 0.00675823
internal_weight=0 0.00740273 0.00546096 0.00421651 0.00299079
internal_count=3910 3423 2143 1844 1118
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=7
num_cat=0
split_feature=16 47 42 48 52 4
split_gain=8.71039e-06 1.93452e-05 1.87691e-05 2.78549e-05 4.80772e-05 2.88801e-05
threshold=-0.49150499999999991 0.09550500000000002 0.084685000000000024 0.086215000000000014 -0.030179999999999995 -0.082054999999999975
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0077134544136902633 0.014622408484823582 0.010338284864970296 0.0064918891957455567 -0.020898566832017022 0.00053271659885082985 -0.021141824726026562
leaf_weight=0.0012418302454528405 0.0011271161030032765 0.0011841418852417199 0.0014049771788104039 0.0010648867049842955 0.0012278817941949998 0.0012311230837631776
leaf_count=341 558 323 1378 288 434 588
internal_value=0 -0.00135144 -0.00363716 -0.00669694 -0.00247982 -0.0103188
internal_weight=0 0.00724013 0.00605598 0.00465101 0.00358612 0.002459
internal_count=3910 3569 3246 1868 1580 1022
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=7
num_cat=0
split_feature=1 3 3 12 3 0
split_gain=1.10046e-05 3.18365e-05 3.18169e-05 1.8582e-05 5.57246e-05 1.92048e-05
threshold=0.088010000000000019 -0.100615 0.084925000000000014 0.088375000000000023 0.076695000000000013 -0.21145499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.00019957097173848681 0.00049387771718166832 -0.00035935148438998547 5.5734123815222783e-05 -0.00012759902857723709 0.00015466978951188156 -0.00020633248472893813
leaf_weight=0.0011230671648168209 0.001124042997872068 0.0017265842250112993 0.0012058026753873977 0.0014637854977519963 0.0010528777782339016 0.0012266241646249772
leaf_count=282 497 1924 119 692 128 268
internal_value=0 -8.11536e-05 -0.000188668 5.71398e-05 0.000136592 -3.95894e-05
internal_weight=0 0.00405545 0.00293239 0.00486733 0.00340354 0.0022795
internal_count=3910 2325 2043 1585 893 396
is_linear=0
shrinkage=0.00196078


Tree=9481
num_leaves=8
num_cat=0
split_feature=1 12 0 2 151 43 13
split_gain=2.23956e-05 3.18976e-05 4.23495e-05 3.92213e-05 2.94023e-05 2.62317e-05 2.5734e-05
threshold=0.12730000000000002 0.10129000000000001 -0.077944999999999987 0.089710000000000012 -0.0032449999999999996 -0.07526999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 5 4 -6 -7 -8
leaf_value=-0.00050785771974114105 0.00025249144842389354 -0.00036185630029473453 0.00043851613279858497 -0.00019207991425419069 0.00023638703302687923 7.7228060380011199e-06 -9.5308809031402258e-05
leaf_weight=0.001045622306172504 0.0011309941705373678 0.0010448129463150593 0.0011382358907590722 0.0010031793905861237 0.0015943939868397258 0.0010399408198393113 0.0013091558909521881
leaf_count=1238 345 436 377 232 514 528 240
internal_value=0 -4.18948e-05 4.98814e-06 -9.52271e-05 7.09137e-05 0.00023284 -0.000278498
internal_weight=0 0.00817534 0.00713053 0.00495235 0.00259757 0.00217818 0.00235478
internal_count=3910 3565 3129 2224 746 905 1478
is_linear=0
shrinkage=0.00196078


Tree=9482
num_leaves=7
num_cat=0
split_feature=48 42 4 16 2 52
split_gain=1.67633e-05 3.06682e-05 3.0436e-05 3.08472e-05 3.14771e-05 3.71964e-05
threshold=0.11339500000000001 0.092395000000000019 0.25367000000000006 -0.088504999999999986 0.097940000000000013 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00018155479698063739 -0.00023513013499042938 -0.00026278968971511356 0.00038313225380588631 -0.00024303671829882813 0.00038597809624258507 0.0002150202917714658
leaf_weight=0.0019453928706931675 0.0010788107357130585 0.0012119742585806519 0.0010480763116062254 0.0012607026426470196 0.0011940963965407407 0.0014837810799651022
leaf_count=599 195 757 348 741 445 825
internal_value=0 2.49758e-05 7.52876e-05 2.04531e-05 0.000120231 4.60779e-06
internal_weight=0 0.00814402 0.00693205 0.00588397 0.00393858 0.00274448
internal_count=3910 3715 2958 2610 2011 1566
is_linear=0
shrinkage=0.00196078


Tree=9483
num_leaves=7
num_cat=0
split_feature=1 3 3 12 3 0
split_gain=8.76495e-06 3.11751e-05 2.91984e-05 1.68244e-05 5.52059e-05 1.62747e-05
threshold=0.088010000000000019 -0.100615 0.084925000000000014 0.088375000000000023 0.076695000000000013 -0.21145499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.010882535660934894 0.025455647523171216 -0.017721217300794095 0.0030347065982690735 -0.0062791991771007976 0.0070325617696513788 -0.010351228795610698
leaf_weight=0.0010798001367488858 0.0010688053492607197 0.0016365374002346197 0.0011568662897133708 0.0013953687654762181 0.0010013190548217726 0.0011652737452379912
leaf_count=282 497 1924 119 692 128 268
internal_value=0 -0.00354738 -0.00912531 0.00289912 0.00685757 -0.00231708
internal_weight=0 0.0038732 0.0027934 0.00463077 0.0032354 0.00216659
internal_count=3910 2325 2043 1585 893 396
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=7
num_cat=0
split_feature=3 48 4 1 1 0
split_gain=1.95136e-05 4.54096e-05 3.16341e-05 3.40569e-05 3.09391e-05 3.76353e-05
threshold=0.15165000000000003 0.11028500000000001 -0.034289999999999994 0.078675000000000009 0.11198000000000001 -0.10209999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=1.4940928709399725e-05 0.00024657733828917846 -0.00043057069346499763 -0.00018369048016199935 -0.00042421086893865584 0.00036787487800045025 0.00025137431829131432
leaf_weight=0.0018897349413485526 0.0010364277162599961 0.0010007543638235871 0.0017056624174579093 0.0010596614858621187 0.0013415873242650228 0.0013853233842970319
leaf_count=1050 209 186 383 689 337 1056
internal_value=0 -3.8618e-05 1.4518e-05 -0.000142838 0.000119221 1.12976e-05
internal_weight=0 0.00838272 0.00738197 0.0029494 0.00443257 0.00309099
internal_count=3910 3701 3515 1739 1776 1439
is_linear=0
shrinkage=0.00196078


Tree=9485
num_leaves=7
num_cat=0
split_feature=1 42 133 2 13 2
split_gain=8.61489e-06 2.37666e-05 2.12897e-05 3.38261e-05 5.88412e-05 3.87159e-05
threshold=0.12730000000000002 0.092395000000000019 0.065880000000000008 0.099015000000000006 -1.0000000180025095e-35 0.085805000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.027806547107517312 0.0085302729626448512 -0.01476797418716461 0.012018869719391931 0.0090292500978041059 0.014648219385226108 -0.012212541084932284
leaf_weight=0.0010288636806962317 0.0010310633390257359 0.0011037355302617805 0.0014000744037835572 0.0017953574040369797 0.0010782078914771504 0.001068245869332324
leaf_count=961 345 710 891 538 207 258
internal_value=0 -0.00122058 0.00112651 -0.0019415 -0.00814448 0.00128017
internal_weight=0 0.00747448 0.00637075 0.00497067 0.00317532 0.00214645
internal_count=3910 3565 2855 1964 1426 465
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=8
num_cat=0
split_feature=12 48 42 160 160 3 13
split_gain=1.52202e-05 2.25579e-05 2.48107e-05 5.21825e-05 5.03016e-05 4.10466e-05 4.34969e-05
threshold=0.10595000000000002 0.11339500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.080744999999999997 -0.062819999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00018491869984828534 -0.00023640701919104022 -0.00025360934240783198 -0.00020464810671089279 0.00063853534550435817 -0.00014961440191554141 -9.810814579376709e-05 0.00045085097896157547
leaf_weight=0.0013346264861958486 0.0010115388458804839 0.0010277873127664157 0.0015052089985994402 0.0011405787075225373 0.001083582983485265 0.0010918687237905737 0.0011284508271405939
leaf_count=879 391 164 944 501 300 481 250
internal_value=0 1.83263e-05 5.66953e-05 0.000110894 0.000217758 0.000336202 0.000180894
internal_weight=0 0.0083121 0.00728432 0.00594969 0.00444448 0.0033609 0.00222032
internal_count=3910 3519 3355 2476 1532 1232 731
is_linear=0
shrinkage=0.00196078


Tree=9487
num_leaves=7
num_cat=0
split_feature=49 2 403 42 16 3
split_gain=1.17662e-05 2.6587e-05 2.26264e-05 7.31497e-05 7.04137e-05 3.89999e-05
threshold=0.10447000000000002 0.11260500000000001 0.03138500000000001 0.091230000000000019 0.032820000000000009 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00025294736793093079 0.00019535530987214636 0.0002089990814136389 0.00018195651954334624 0.00034379125583651032 -0.00061275137833869005 0.00019657878786224434
leaf_weight=0.001912456341864344 0.0010047591255259369 0.0014647670688027635 0.0010397969710475765 0.0010081798868580615 0.0013620745106423882 0.0012124283675974375
leaf_count=1537 378 501 402 526 420 146
internal_value=0 -2.97623e-05 -8.32793e-05 -0.000133468 -0.000240703 -7.85351e-05
internal_weight=0 0.0079997 0.00653494 0.00549514 0.00448696 0.00312488
internal_count=3910 3532 3031 2629 2103 1683
is_linear=0
shrinkage=0.00196078


Tree=9488
num_leaves=7
num_cat=0
split_feature=157 2 3 2 48 3
split_gain=7.95263e-06 1.95249e-05 3.88194e-05 2.85864e-05 8.14544e-05 3.17989e-05
threshold=-1.0000000180025095e-35 0.086545000000000025 -0.074234999999999982 0.11934000000000002 0.082070000000000018 -0.069909999999999986
decision_type=2 2 2 2 2 2
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leaf_value=-0.0083426477828849478 0.0058402087516008592 -0.013746308769875421 -0.018470710984274372 -0.0094842892219770547 0.028214191741531038 0.0093121853061032458
leaf_weight=0.0010173337287018806 0.0013647655508474024 0.0011986260002114343 0.001266207257457378 0.0010836908741378186 0.0013875651947199683 0.0011936547373153238
leaf_count=703 1033 811 380 390 344 249
internal_value=0 0.00107981 -0.0058599 0.0048339 0.00893896 -0.00224102
internal_weight=0 0.00749451 0.00263097 0.00486354 0.00377985 0.00239228
internal_count=3910 3207 1413 1794 1404 1060
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=9.17223e-06 1.77189e-05 2.20333e-05 6.25024e-05 2.75075e-05 4.4e-05
threshold=0.12730000000000002 0.092395000000000019 -0.0088999999999999982 -0.25582999999999995 -0.068164999999999989 -0.077679999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.011087567370611479 0.008791346377598222 -0.012958957652970502 0.025042086891431326 0.0094013068283712309 0.0027091399284871107 -0.023553218516064928
leaf_weight=0.001257536837748598 0.0010328398422032852 0.0011037389174525002 0.0010805386039502507 0.001378007457558927 0.0015601491172934721 0.0010792587290089171
leaf_count=565 345 710 218 610 779 683
internal_value=0 -0.00126363 0.000767468 0.00369181 -0.00205064 -0.00802959
internal_weight=0 0.00745923 0.00635549 0.00509795 0.00401742 0.00263941
internal_count=3910 3565 2855 2290 2072 1462
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=7
num_cat=0
split_feature=160 12 15 52 13 2
split_gain=9.02593e-06 2.05249e-05 2.54167e-05 3.68628e-05 3.12574e-05 3.71779e-05
threshold=0.087825000000000014 0.10129000000000001 -0.10469999999999999 -0.089799999999999977 -0.014729999999999998 0.088585000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.0080206631921791987 -0.0079121449962983974 -0.011421990753360194 -0.0090195909591647763 -0.0009731961690314225 0.031138492087305483 0.0061667165973915642
leaf_weight=0.0014522263989860474 0.0012419824214312545 0.0010767094684626067 0.001088499799733092 0.0012305019923923013 0.001192190542155613 0.0011925795662118908
leaf_count=515 427 478 490 1246 457 297
internal_value=0 0.00131569 0.00354356 0.00711386 0.0119714 0.0186506
internal_weight=0 0.00723271 0.006156 0.00470377 0.00361527 0.00238477
internal_count=3910 3483 3005 2490 2000 754
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=6
num_cat=0
split_feature=1 2 12 15 2
split_gain=8.56486e-06 2.03633e-05 3.65666e-05 2.46263e-05 1.68323e-05
threshold=0.10498500000000001 0.10393500000000001 0.088285000000000016 -0.021529999999999997 0.114165
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0034076599856909932 -0.001891838311021157 -0.013821771429777543 0.013311840662909852 -0.015490691123601012 0.013458392235270709
leaf_weight=0.0013854562024560012 0.0017721361196700047 0.0012106023686475932 0.0015217756761809515 0.0013727134037507277 0.0011967827067391414
leaf_count=506 459 464 1167 914 400
internal_value=0 -0.00237101 0.00086789 -0.00599786 0.0042959
internal_weight=0 0.00549055 0.00427995 0.00275817 0.00296892
internal_count=3910 3051 2587 1420 859
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=6
num_cat=0
split_feature=48 1 0 2 3
split_gain=7.66071e-06 1.7756e-05 2.44049e-05 2.53235e-05 4.54303e-05
threshold=0.11028500000000001 0.11198000000000001 -0.10209999999999998 0.10113500000000002 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.01049345412981161 -0.008153281720038253 0.010618182524527306 -0.0035903255416904777 -0.0089950428372717866 0.022328140348423797
leaf_weight=0.0019709999690896854 0.0010202944531721228 0.0015476098429054851 0.0014516962723557366 0.0011926040210887058 0.0012661022850053087
leaf_count=509 219 523 1598 475 586
internal_value=0 0.00108767 -0.00142015 0.00315316 0.00848394
internal_weight=0 0.00742901 0.0058814 0.0039104 0.0027178
internal_count=3910 3691 3168 2659 2184
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=8
num_cat=0
split_feature=0 160 4 48 13 4 16
split_gain=1.98964e-05 2.80666e-05 2.51516e-05 5.74403e-05 4.09168e-05 5.24421e-05 2.02356e-05
threshold=0.10302000000000001 0.087825000000000014 -0.034289999999999994 0.087645000000000015 -0.057284999999999996 0.074650000000000008 -0.053084999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=2.9549850284220943e-05 0.0002201076149728645 -0.00032100597210954035 0.00054536041347040727 -0.0002959328359197973 0.00038796116453214261 -0.00019395988869892874 -0.00034094799519279235
leaf_weight=0.0010791900552218436 0.0012532830460062041 0.0012079148258018401 0.001011407939602897 0.0011273975102192705 0.0011071929310281494 0.0012880843553474655 0.0011936360244495842
leaf_count=967 210 409 758 395 299 269 603
internal_value=0 -4.55614e-05 3.31739e-06 8.77044e-05 0.000214664 7.50273e-05 -0.000165027
internal_weight=0 0.00801482 0.00680691 0.00453408 0.00340669 0.00239528 0.00227283
internal_count=3910 3700 3291 1721 1326 568 1570
is_linear=0
shrinkage=0.00196078


Tree=9494
num_leaves=7
num_cat=0
split_feature=2 13 13 52 2 1
split_gain=1.80939e-05 2.52917e-05 2.35008e-05 3.32739e-05 3.11721e-05 2.11529e-05
threshold=0.099015000000000006 -0.089899999999999994 -0.017604999999999999 -0.0066199999999999991 0.085155000000000022 0.10498500000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.00024992479021923261 0.00031107553775082625 -0.00023126080269507288 -0.00021409737232400638 -5.9113095567593303e-05 0.00041953218332536706 0.00014183076518816705
leaf_weight=0.0019785356618333026 0.0013602222830809765 0.0010542188386189347 0.0014234453477701362 0.0010720071751453763 0.0010216686459167644 0.001310567199824011
leaf_count=1669 254 553 359 391 345 339
internal_value=0 9.8043e-05 -7.89692e-05 1.72008e-05 0.000174455 -2.4493e-05
internal_weight=0 0.00372501 0.00549566 0.00351712 0.00209368 0.00236479
internal_count=3910 1146 2764 1095 736 892
is_linear=0
shrinkage=0.00196078


Tree=9495
num_leaves=7
num_cat=0
split_feature=50 42 3 1 16 3
split_gain=1.09719e-05 2.52545e-05 2.56807e-05 2.92622e-05 4.77137e-05 2.85553e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 0.094695000000000015 -0.095609999999999987 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00023252194567702905 -0.00019820253955899896 0.00031262900134458279 -0.00030617021362347799 -0.00012957761124121953 0.00044413484844015635 7.1028814651282046e-05
leaf_weight=0.0012861077220684951 0.0010079323078291966 0.0013187516574311841 0.001537027275653842 0.0010410020841616343 0.0011995462129556268 0.001549511414508653
leaf_count=860 779 293 1149 303 389 137
internal_value=0 1.89827e-05 6.7654e-05 7.00903e-06 0.000177577 -0.000116808
internal_weight=0 0.00793195 0.00664584 0.00532709 0.00224055 0.00308654
internal_count=3910 3131 2271 1978 692 1286
is_linear=0
shrinkage=0.00196078


Tree=9496
num_leaves=6
num_cat=0
split_feature=15 16 52 4 15
split_gain=7.00379e-06 2.25216e-05 1.97917e-05 2.11581e-05 2.43684e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.089525000000000007 -0.034289999999999994 -0.07142999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0075508598626620963 -0.014683042742299177 -0.010362669896056644 0.010528032601675921 -0.0046359451109161485 0.014209612220485607
leaf_weight=0.0010619582242395315 0.0010524101148473731 0.0018949066466275605 0.0016517463688373035 0.001628030680973907 0.0011859521791671968
leaf_count=459 298 1263 742 635 513
internal_value=0 -0.00113243 0.00110961 -0.00219411 0.00330651
internal_weight=0 0.00741305 0.00636064 0.00470889 0.00281398
internal_count=3910 3451 3153 2411 1148
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=7
num_cat=0
split_feature=16 4 2 4 49 0
split_gain=7.73173e-06 1.36351e-05 2.35938e-05 2.23985e-05 1.68108e-05 1.23152e-05
threshold=-0.49150499999999991 0.097045000000000006 0.11043500000000002 -0.08422499999999998 -0.00064499999999999985 -0.083934999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0072755512310965073 -0.012325456663890734 -0.010549830838331026 0.013556332110610102 -0.007847411510381248 0.015532292175603701 0.0003994825912935515
leaf_weight=0.0012341235792295777 0.0015313728555009405 0.0013031880165011679 0.0011573258018501703 0.0010783691804432272 0.0010054815888784186 0.0011561327692901128
leaf_count=341 698 380 412 473 732 874
internal_value=0 -0.00128837 0.000747401 -0.00235949 0.0023509 0.00743856
internal_weight=0 0.00723187 0.00592868 0.00477136 0.00323998 0.00216161
internal_count=3910 3569 3189 2777 2079 1606
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=7
num_cat=0
split_feature=50 42 160 0 47 16
split_gain=1.56477e-05 3.23581e-05 2.62147e-05 2.60928e-05 5.36184e-05 2.32523e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.087825000000000014 -0.06402999999999999 0.077065000000000008 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00025707278180462842 -0.00023332829214498909 0.00038574852708353122 -0.00017389534486765529 0.000336033991212507 -0.00029196262340742691 7.8415586388846443e-06
leaf_weight=0.0013013157941105377 0.0010058833508008016 0.0013438539134264366 0.0012648136951435521 0.0017597419812954889 0.0012144890553579353 0.0011718101414377321
leaf_count=862 755 497 286 501 239 770
internal_value=0 2.60486e-05 8.05928e-05 0.000139224 4.63769e-05 0.000209717
internal_weight=0 0.00805602 0.00675471 0.0054899 0.00373015 0.00251566
internal_count=3910 3155 2293 2007 1506 1267
is_linear=0
shrinkage=0.00196078


Tree=9499
num_leaves=7
num_cat=0
split_feature=48 4 15 160 52 1
split_gain=8.03105e-06 1.66608e-05 2.07183e-05 2.7854e-05 3.47257e-05 4.02492e-05
threshold=0.11028500000000001 0.15927500000000003 0.079360000000000014 -0.013634999999999998 -0.089799999999999977 0.086560000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.016494739853205077 -0.008343330882203015 0.010054301299645766 -0.012417896376532588 -0.017565444213379574 0.01513168001739036 -0.01087233201335891
leaf_weight=0.0010061750736065668 0.0010234733155074522 0.0016256945484229334 0.001318952560037473 0.0010530849631749037 0.001410878455824484 0.001029574866757664
leaf_count=673 219 540 1372 548 294 264
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internal_weight=0 0.00744436 0.00581867 0.00449971 0.00349354 0.00244045
internal_count=3910 3691 3151 1779 1106 558
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=7
num_cat=0
split_feature=0 42 3 43 4 15
split_gain=1.91681e-05 3.08981e-05 3.01698e-05 3.92179e-05 3.89481e-05 2.46915e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.084604999999999986 -0.0031199999999999995 0.0057500000000000008 -0.10312999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.00033631028360328271 0.00017593325327284521 -0.00028634928997452251 0.00035725072388434053 -0.00026199908186565185 -7.6036816673706012e-05 0.00035003256618020023
leaf_weight=0.001169575653133058 0.0019199056103333598 0.0010784084845677213 0.0013765933208184844 0.001590132981768843 0.0010079563812042142 0.0010867387912476191
leaf_count=1005 446 522 1099 510 182 146
internal_value=0 -4.42189e-05 1.14215e-05 7.48659e-05 -3.06286e-05 0.00014501
internal_weight=0 0.00730941 0.00613983 0.00506142 0.00368483 0.0020947
internal_count=3910 3464 2459 1937 838 328
is_linear=0
shrinkage=0.00196078


Tree=9501
num_leaves=7
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split_feature=50 4 0 3 2 3
split_gain=2.33182e-05 4.07741e-05 3.29712e-05 3.96644e-05 4.35965e-05 3.13087e-05
threshold=0.08568000000000002 0.28937500000000005 -0.06402999999999999 0.084925000000000014 0.084925000000000014 -0.074234999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.00053588962648886893 -0.00027725263493087179 0.00039825957125204077 0.00039119935756373568 0.00011241448114315552 -4.8017154944944188e-05 -2.9847912766113005e-05
leaf_weight=0.0012349772836533776 0.0010185178277250908 0.0010509095835448809 0.0012154059955346525 0.001817342291994423 0.0016385125015204779 0.0015384437657317924
leaf_count=696 727 396 253 181 1357 300
internal_value=0 3.67118e-05 -1.43251e-05 -0.000114307 -0.000257696 0.00015598
internal_weight=0 0.00849559 0.00744468 0.00469083 0.00287349 0.00275385
internal_count=3910 3183 2787 2234 2053 553
is_linear=0
shrinkage=0.00196078


Tree=9502
num_leaves=7
num_cat=0
split_feature=52 0 16 43 48 16
split_gain=6.92871e-06 2.31279e-05 4.37646e-05 2.20006e-05 2.35555e-05 2.46407e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.0037249999999999996 0.086125000000000021 -0.087089999999999987
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.015151210584712256 -0.0070793218861619628 0.023176226376695724 -0.0023680941528321669 0.017738295261333602 -0.010559002204524517 -0.0034576863675539766
leaf_weight=0.0011584847591128572 0.0011972775323210736 0.0011562348898473596 0.0015972340860054004 0.0010775471801332758 0.0011823845722536775 0.0011170100435749703
leaf_count=1342 647 618 476 338 191 298
internal_value=0 0.00112899 0.00835846 -0.00326004 0.000819315 0.00694973
internal_weight=0 0.0072889 0.00275347 0.00453543 0.00337694 0.00219456
internal_count=3910 3263 1094 2169 827 636
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=6
num_cat=0
split_feature=1 3 3 13 15
split_gain=7.43628e-06 3.06814e-05 2.56255e-05 2.14455e-05 1.78339e-05
threshold=0.088010000000000019 -0.100615 0.084925000000000014 -0.0024749999999999993 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.0110360732298296 0.011504726810735898 -0.016954638788566331 0.0025567974021121192 0.0040869626313809219 -0.011813395471888801
leaf_weight=0.0010787778796509787 0.0017253146935844754 0.0016188588424553489 0.0011522114876514923 0.0016828931105006921 0.0012144355487364786
leaf_count=282 961 1924 119 245 379
internal_value=0 -0.00327175 -0.00884178 0.00267825 -0.00257778
internal_weight=0 0.00384985 0.00277107 0.00462264 0.00289733
internal_count=3910 2325 2043 1585 624
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=6
num_cat=0
split_feature=160 49 49 0 12
split_gain=7.43699e-06 2.14564e-05 2.35761e-05 2.33131e-05 3.00187e-05
threshold=-1.0000000180025095e-35 -0.080034999999999981 0.010625000000000001 -0.053834999999999994 0.086865000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0058282567810315194 0.014985057511313403 -0.0089488344040910446 0.012897530259637578 -0.014134359767304145 0.010471820721376722
leaf_weight=0.0017504322657565978 0.0010023300465049475 0.0015583065474229665 0.0010203461309720935 0.0015044833744747859 0.0016268057161836829
leaf_count=1218 241 603 501 353 994
internal_value=0 0.00149064 -0.000878183 -0.00387546 0.000970324
internal_weight=0 0.00671227 0.00570994 0.0046896 0.00318511
internal_count=3910 2692 2451 1950 1597
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 16
split_gain=1.28671e-05 2.43747e-05 3.31405e-05 7.309e-05 5.00543e-05 3.80511e-05
threshold=0.07992500000000001 0.090085000000000012 -0.010344999999999998 -0.07125999999999999 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=-0.0003255741719824319 -0.00021529459224969814 -0.00024626823414952654 -5.2527953280881134e-05 0.00058403563802190874 -9.8711705876472396e-05 0.00038133666290421115
leaf_weight=0.0015550268200661839 0.0010008497211180271 0.001132408456806509 0.0015735014738203392 0.0012399604717982275 0.0013902929299132712 0.0011682891498493366
leaf_count=887 755 614 638 412 409 195
internal_value=0 2.04292e-05 6.40278e-05 0.000228021 -4.81337e-05 0.000120486
internal_weight=0 0.00805948 0.00692707 0.00281346 0.00411361 0.00255858
internal_count=3910 3155 2541 1050 1491 604
is_linear=0
shrinkage=0.00196078


Tree=9506
num_leaves=7
num_cat=0
split_feature=40 48 3 15 2 0
split_gain=1.51462e-05 3.98567e-05 3.0426e-05 4.01137e-05 5.87864e-05 4.88786e-05
threshold=-0.064864999999999992 0.11339500000000001 0.094625000000000015 -0.10071499999999999 0.095195000000000016 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00023836474435631554 0.00033470498687200188 -0.00034649671385298785 0.00027920407827357899 -0.00015017058838322995 -0.0004829720850850728 0.00034429258698956183
leaf_weight=0.0010056339025750058 0.001054310613405501 0.0010211165927500251 0.0019174861288046808 0.0019839161164258634 0.0011015668499249984 0.0012547317653812881
leaf_count=355 382 159 348 1590 623 453
internal_value=0 1.63783e-05 6.70535e-05 -8.35551e-06 -9.16906e-05 4.13966e-05
internal_weight=0 0.00833313 0.00731201 0.00539453 0.00434021 0.00323865
internal_count=3910 3555 3396 3048 2666 2043
is_linear=0
shrinkage=0.00196078


Tree=9507
num_leaves=7
num_cat=0
split_feature=48 4 151 16 16 4
split_gain=1.27977e-05 2.18422e-05 2.29906e-05 4.56392e-05 1.68533e-05 1.1837e-05
threshold=0.11339500000000001 0.15927500000000003 -0.0074049999999999993 -0.091624999999999984 0.15737500000000001 -0.082054999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00021383257148624074 -0.00020986479106303391 0.00021327861334188999 -0.0004665515530033245 0.00027384014801300785 -0.00013393132145787906 -1.9548808573705647e-05
leaf_weight=0.0011577435703686873 0.0010591423978564838 0.0017455168334007563 0.0010040348115151988 0.0010147617365355102 0.0018838482051939213 0.0011037977108526015
leaf_count=530 195 546 477 572 505 1085
internal_value=0 1.96479e-05 -3.51827e-05 -9.27676e-05 9.98972e-07 0.000120981
internal_weight=0 0.0079097 0.00616419 0.00500644 0.00400241 0.00211856
internal_count=3910 3715 3169 2639 2162 1657
is_linear=0
shrinkage=0.00196078


Tree=9508
num_leaves=7
num_cat=0
split_feature=52 0 3 151 0 15
split_gain=9.53737e-06 2.61037e-05 2.85678e-05 2.75259e-05 3.61389e-05 1.74885e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.074234999999999982 -0.044604999999999992 -0.17106499999999999 0.085120000000000015
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00033520585730482515 -0.00015976670121274733 0.00042356007823365856 -8.4749716660526402e-06 0.00029583237834332563 -0.00021032856925362365 9.9659806591891005e-05
leaf_weight=0.0010604095058510694 0.0012730933751047956 0.0011130951341363493 0.0012483976752129403 0.0012657375669924589 0.0019407886055796447 0.0010942151013697788
leaf_count=497 647 304 341 131 1160 830
internal_value=0 2.34012e-05 0.000195166 -5.22581e-05 1.75068e-05 -9.85679e-05
internal_weight=0 0.00772264 0.00236149 0.00536115 0.00430074 0.003035
internal_count=3910 3263 645 2618 2121 1990
is_linear=0
shrinkage=0.00196078


Tree=9509
num_leaves=8
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split_feature=151 48 51 4 4 4 0
split_gain=1.30439e-05 3.30023e-05 5.48911e-05 4.15889e-05 4.76904e-05 4.59762e-05 1.8081e-05
threshold=-0.084129999999999996 0.093225000000000016 0.081825000000000009 0.15927500000000003 -0.076329999999999995 -0.23071499999999998 -0.072264999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6
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leaf_value=-0.00021343737945220295 -0.00013709469557041381 0.00030452132151730858 -0.00044754575691275202 0.00033797364537896699 -0.00045699650673316735 0.0003878593652362553 -8.6753154188985406e-05
leaf_weight=0.0010177552076204048 0.00126961417547177 0.0013329525069037838 0.0010410510555896608 0.0013863167846803678 0.0010269217015827542 0.0012963894259481381 0.0010018558843316785
leaf_count=423 199 348 396 470 838 890 346
internal_value=0 2.16728e-05 -3.20178e-05 4.03077e-05 -4.95028e-05 0.000128121 -0.000274162
internal_weight=0 0.0083551 0.00702215 0.0059811 0.00459478 0.002566 0.00202878
internal_count=3910 3487 3139 2743 2273 1089 1184
is_linear=0
shrinkage=0.00196078


Tree=9510
num_leaves=7
num_cat=0
split_feature=48 40 457 42 4 4
split_gain=1.40469e-05 3.03307e-05 3.33018e-05 2.86097e-05 3.37712e-05 3.51983e-05
threshold=0.11339500000000001 -1.0000000180025095e-35 0.083585000000000007 -0.084869999999999987 -0.084009999999999987 0.05309500000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.0002972006899299256 -0.00021683391140540239 0.00031354867776997499 0.00039268862389592492 0.00020780881708323004 -0.00034341271820904288 3.92505095657554e-05
leaf_weight=0.0010119031424753386 0.0010859318177886936 0.0010034825398838199 0.0010246050377693949 0.0014264420136479877 0.0018035563202331759 0.0018953657259934194
leaf_count=394 195 466 227 494 1644 490
internal_value=0 2.05392e-05 6.54857e-05 1.07847e-05 -4.84927e-05 -0.000147332
internal_weight=0 0.00816535 0.00715345 0.00612885 0.00512536 0.00369892
internal_count=3910 3715 3321 3094 2628 2134
is_linear=0
shrinkage=0.00196078


Tree=9511
num_leaves=7
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split_feature=1 47 4 0 2 43
split_gain=7.08446e-06 1.75817e-05 2.66563e-05 3.76043e-05 3.5568e-05 2.4088e-05
threshold=0.12730000000000002 0.09252500000000001 0.0057500000000000008 -0.089879999999999974 0.10393500000000001 -0.078454999999999983
decision_type=2 2 2 2 2 2
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internal_value=0 -0.0011261 0.000989303 -0.00375599 0.00992385 0.00255012
internal_weight=0 0.00748511 0.00628729 0.00410634 0.00218095 0.00286306
internal_count=3910 3565 3225 2551 674 2041
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=7
num_cat=0
split_feature=42 51 47 1 43 3
split_gain=1.66198e-05 2.6487e-05 2.19095e-05 2.63992e-05 4.2328e-05 3.0584e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.087850000000000025 0.10031000000000002 -0.077544999999999989 0.094625000000000015
decision_type=2 2 2 2 2 2
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leaf_count=1060 521 504 310 578 875 62
internal_value=0 2.85767e-05 7.51041e-05 0.000134955 4.71224e-05 -9.39035e-05
internal_weight=0 0.00774422 0.00664952 0.00518371 0.00371857 0.00255669
internal_count=3910 2850 2329 2019 1441 937
is_linear=0
shrinkage=0.00196078


Tree=9513
num_leaves=7
num_cat=0
split_feature=50 133 160 16 16 2
split_gain=1.44333e-05 2.80501e-05 3.02802e-05 3.06991e-05 2.48057e-05 2.41984e-05
threshold=0.07992500000000001 0.090085000000000012 0.087825000000000014 0.05259500000000001 -0.083564999999999987 0.10836000000000003
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015872662620966464 0.0010036256372471511 0.0011506551745772116 0.0010748095757009829 0.0018405884656434932 0.0014593331995627666 0.0010306156986039428
leaf_count=634 755 614 296 552 836 223
internal_value=0 2.16072e-05 6.82893e-05 0.000123278 2.83907e-05 0.00014258
internal_weight=0 0.00814327 0.00699261 0.0059178 0.00407722 0.00261788
internal_count=3910 3155 2541 2245 1693 857
is_linear=0
shrinkage=0.00196078


Tree=9514
num_leaves=7
num_cat=0
split_feature=50 42 51 16 13 48
split_gain=1.3917e-05 2.43358e-05 2.41958e-05 3.89917e-05 4.02116e-05 3.37153e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013019990983435866 0.0010064850504820566 0.0010281461906256261 0.0014215396245161563 0.0013182625337412996 0.0016572926562978094 0.0012714852446256521
leaf_count=860 779 473 517 858 281 142
internal_value=0 2.38561e-05 7.15449e-05 0.00012174 0.000276448 -4.91997e-05
internal_weight=0 0.00799873 0.00669673 0.00566858 0.00297556 0.00269302
internal_count=3910 3131 2271 1798 1139 659
is_linear=0
shrinkage=0.00196078


Tree=9515
num_leaves=7
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split_feature=12 15 0 3 52 48
split_gain=6.92e-06 3.80748e-05 4.31542e-05 2.25983e-05 1.74356e-05 1.82624e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00343756 0.00238248 0.00510892 0.00374798 0.00263045
internal_count=3910 2061 1310 1849 853 556
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=7
num_cat=0
split_feature=42 160 151 160 12 2
split_gain=1.70302e-05 1.97945e-05 3.09599e-05 6.12549e-05 7.5402e-05 9.1209e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 0.095295000000000019 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00019155739106838533 -0.00015364291567009441 -0.00021640439043291035 9.2346976450107484e-05 -0.00022291277350399702 -0.00012505603015433656 0.00082581632338514066
leaf_weight=0.0016254576946631164 0.0017883096309147138 0.0011141056736116367 0.0013060809794664535 0.0013082710545381689 0.0012646164782812719 0.0013012414901442636
leaf_count=1060 1040 364 492 343 322 289
internal_value=0 2.8402e-05 8.01236e-05 0.000143898 0.000267838 0.000458401
internal_weight=0 0.00808263 0.00629432 0.00518021 0.00387194 0.00260732
internal_count=3910 2850 1810 1446 1103 781
is_linear=0
shrinkage=0.00196078


Tree=9517
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 47
split_gain=2.10362e-05 2.46586e-05 4.5139e-05 7.04417e-05 6.19738e-05 3.17453e-05
threshold=0.083475000000000008 0.090085000000000012 -0.010344999999999998 -0.07125999999999999 -0.0031049999999999997 0.077735000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00048111005963636001 -0.00027405730601646328 -0.0002394209135045625 -1.2882723525008564e-05 0.00060361327674427769 0.00023682928888894752 -0.00016188057037053389
leaf_weight=0.0010179746422958923 0.0010038161119434149 0.0011526022583304282 0.0016198338634935239 0.0012722332124586139 0.0018882452260912178 0.0012938307558411721
leaf_count=797 735 617 641 412 529 179
internal_value=0 2.65746e-05 6.98038e-05 0.000258317 -6.00022e-05 7.4714e-05
internal_weight=0 0.00824472 0.00709212 0.00289207 0.00420005 0.00318208
internal_count=3910 3175 2558 1053 1505 708
is_linear=0
shrinkage=0.00196078


Tree=9518
num_leaves=6
num_cat=0
split_feature=1 4 150 1 3
split_gain=7.99309e-06 2.27202e-05 2.11286e-05 2.42038e-05 1.55971e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 0.11265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.003694853811395787 -0.011995005061911999 -0.012391332292806926 0.014245820587780528 0.011411581999635921 -0.0044847220784255881
leaf_weight=0.0019078634273331538 0.0013303664562444219 0.0016266145546996592 0.0011735739909092325 0.0014553200426200548 0.0010718179957725992
leaf_count=630 706 1579 348 454 193
internal_value=0 -0.00370823 0.00249677 -0.00107765 0.00466959
internal_weight=0 0.00353448 0.00503108 0.0038575 0.00252714
internal_count=3910 2209 1701 1353 647
is_linear=0
shrinkage=0.1


Tree=9519
num_leaves=7
num_cat=0
split_feature=4 12 160 2 13 2
split_gain=2.45263e-05 4.14427e-05 4.4829e-05 4.15239e-05 5.04601e-05 1.03057e-05
threshold=0.25367000000000006 0.10129000000000001 1.0000000180025095e-35 0.092340000000000019 -0.014114999999999997 0.081615000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00038365338408226553 0.00019830334783865378 -0.00042508458667249731 -0.00027832754529677001 0.00032940387140577423 1.6930606405630854e-06 0.00027908342828321619
leaf_weight=0.0010901162477558683 0.0018044960204369456 0.0010136997638794127 0.0016607190941729201 0.0018216451033697158 0.0010478950232226118 0.0010124555455208006
leaf_count=1121 534 435 551 658 193 418
internal_value=0 -5.58382e-05 5.94016e-07 9.37557e-05 -4.24994e-05 0.000138003
internal_weight=0 0.00764653 0.00663283 0.00497211 0.00315047 0.00206035
internal_count=3910 3376 2941 2390 1732 611
is_linear=0
shrinkage=0.00196078


Tree=9520
num_leaves=8
num_cat=0
split_feature=50 42 3 3 1 2 15
split_gain=1.83753e-05 2.87765e-05 3.54584e-05 3.79101e-05 3.8064e-05 6.5695e-05 2.22941e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 0.094695000000000015 0.11230000000000001 -0.008624999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.00023267125146121697 -0.00025262187268923529 0.00035226744614001525 -0.00031931295283610329 -0.00028132414652468529 0.00061774939421251388 -6.1812229111351036e-05 9.5830826874104854e-05
leaf_weight=0.0014031520113980981 0.0010352242273208552 0.0014161569896790913 0.0011115229320743381 0.00116131561622401 0.0010732420096411627 0.0011152986236691981 0.0012524199309111026
leaf_count=867 731 305 941 202 343 281 240
internal_value=0 2.40052e-05 7.45183e-05 5.67856e-06 8.41692e-05 0.000271439 -8.5629e-05
internal_weight=0 0.00853311 0.00712996 0.0057138 0.00460228 0.00218854 0.00241374
internal_count=3910 3179 2312 2007 1066 624 442
is_linear=0
shrinkage=0.00196078


Tree=9521
num_leaves=7
num_cat=0
split_feature=4 0 3 151 16 52
split_gain=7.57146e-06 2.12921e-05 4.19358e-05 2.64227e-05 3.33602e-05 3.92963e-05
threshold=-0.34687499999999999 -0.060094999999999989 -0.089974999999999986 -0.0088999999999999982 -0.15168999999999996 -0.068164999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.0067945574545009504 -0.019283087844625305 0.012820224290374986 -0.010259105314822499 0.020551167919323744 0.015150097462485383 -0.010612514872416778
leaf_weight=0.0014003761614194057 0.0010642022838401131 0.0013010570833809623 0.0011936521693395887 0.0011979734335561465 0.0010179228964807955 0.0014152290190424799
leaf_count=291 585 424 498 317 366 1429
internal_value=0 0.00124272 -0.00131511 0.00264809 0.00689104 0.00016542
internal_weight=0 0.00719004 0.00588898 0.00482478 0.00363113 0.00243315
internal_count=3910 3619 3195 2610 2112 1795
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=7
num_cat=0
split_feature=1 3 3 1 12 3
split_gain=8.04741e-06 2.77707e-05 3.01978e-05 1.86262e-05 2.56626e-05 4.90638e-05
threshold=0.088010000000000019 -0.100615 0.084925000000000014 0.096035000000000023 0.090840000000000018 0.11265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.00019257862669247661 0.00025984236583258139 -0.00033496811074768402 6.886657355832494e-05 0.0004104455360004291 -0.00025559837485892369 -0.00014582336272898322
leaf_weight=0.0011447954260696116 0.0012341442028776487 0.0017168589082189444 0.0012162395170507122 0.0010742630021705645 0.0011881503568243559 0.001409391444122341
leaf_count=282 454 1924 119 448 405 278
internal_value=0 -6.64244e-05 -0.000167514 5.14473e-05 -1.85971e-05 9.47814e-05
internal_weight=0 0.00407789 0.0029331 0.00490595 0.0036718 0.00248365
internal_count=3910 2325 2043 1585 1131 726
is_linear=0
shrinkage=0.00196078


Tree=9523
num_leaves=6
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split_feature=15 42 2 13 2
split_gain=1.3383e-05 2.1435e-05 4.07909e-05 2.62761e-05 2.14423e-05
threshold=0.088615000000000013 0.084100000000000022 0.085805000000000006 -0.015744999999999999 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00031354423149384852 -0.00020068374870494662 -0.00015869374653829267 0.00019508682757536042 -9.5234389383422858e-06 -0.00037017566424833032
leaf_weight=0.0019432020284591367 0.0011895353450371389 0.0019060726427645681 0.0013193485796079538 0.0017257931977953155 0.0010016646362749943
leaf_count=646 875 1212 354 604 219
internal_value=0 2.24109e-05 8.00399e-05 -3.20845e-05 -0.000141974
internal_weight=0 0.00789608 0.00599001 0.00404681 0.00272746
internal_count=3910 3035 1823 1177 823
is_linear=0
shrinkage=0.00196078


Tree=9524
num_leaves=7
num_cat=0
split_feature=51 4 42 2 13 2
split_gain=6.94469e-06 1.65531e-05 2.95532e-05 1.74476e-05 3.00846e-05 2.79711e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 0.106035 -0.010384999999999998 0.085805000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.019510212524159479 -0.0074600850112018962 0.012993454354311307 -0.012370711997918112 -0.0083214316813207314 0.0089159588709493056 -0.012148983501279936
leaf_weight=0.0011823185224029815 0.0011066793210819711 0.0010013261789659517 0.0016512307967959409 0.0010438447906587619 0.0015370648752927808 0.0010685975547262885
leaf_count=752 487 404 1136 285 389 457
internal_value=0 0.00102705 -0.000821197 0.00312574 0.00628021 0.000277102
internal_weight=0 0.00748438 0.00648306 0.00483183 0.00378798 0.00260566
internal_count=3910 3423 3019 1883 1598 846
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=7
num_cat=0
split_feature=50 42 51 16 13 48
split_gain=1.39022e-05 2.1573e-05 2.71389e-05 4.17289e-05 4.25258e-05 3.58531e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00020671287153061307 -0.00022219784703606356 -0.00022714907734897863 0.0001569152019403226 1.6421529197110474e-05 0.00048505224093082919 -0.00029390429588193966
leaf_weight=0.0013312602992742719 0.0010130242580628215 0.0010273171678188871 0.0014277562084310455 0.0013355435506664526 0.0016821791605340683 0.0012919691102737116
leaf_count=860 779 473 517 858 281 142
internal_value=0 2.14494e-05 6.63502e-05 0.000118903 0.000277652 -5.72406e-05
internal_weight=0 0.00809603 0.00676477 0.00573745 0.00301772 0.00271973
internal_count=3910 3131 2271 1798 1139 659
is_linear=0
shrinkage=0.00196078


Tree=9526
num_leaves=8
num_cat=0
split_feature=48 1 1 13 42 16 0
split_gain=7.2528e-06 1.81464e-05 5.09246e-05 1.89107e-05 2.37764e-05 1.81621e-05 3.64285e-05
threshold=0.11339500000000001 0.11986000000000001 0.10498500000000001 -0.032264999999999995 0.084100000000000022 -0.008069999999999999 -0.10209999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=0.0015114788202633999 -0.0080331470117260256 -0.011350096117228363 0.022558394584739586 -0.014549808513573476 -0.019327637480679238 0.014933404131263867 0.010990832458657326
leaf_weight=0.0011767620054102914 0.0010078387773285857 0.0010288712497053291 0.0011003641911150747 0.0010689734398506338 0.0010238764395068877 0.001012528297691568 0.0011692900573400766
leaf_count=342 195 350 370 210 1339 425 679
internal_value=0 0.000996325 0.00293516 -0.00102576 -0.0081842 0.00382018 -0.00120714
internal_weight=0 0.00758067 0.00655179 0.00545143 0.00220064 0.00325079 0.00223826
internal_count=3910 3715 3365 2995 1681 1314 889
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=7
num_cat=0
split_feature=457 1 4 3 42 2
split_gain=8.3783e-06 1.77932e-05 2.95284e-05 3.05436e-05 1.80931e-05 1.67116e-05
threshold=0.069705000000000003 0.11561500000000001 -1.0000000180025095e-35 -0.032959999999999996 0.08401500000000002 0.092340000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.014718583141396513 0.0074818578077419321 0.0078451384076343895 -0.022424682291054928 0.013632705913536056 0.0037639700897879888 -0.0050298920168556213
leaf_weight=0.0010824692165211582 0.0012579093051899764 0.0016333283785796987 0.0010173330598245336 0.0013355961254734637 0.0010371059290313098 0.0012082697898417709
leaf_count=952 338 504 334 254 1078 450
internal_value=0 -0.00135329 -0.00399802 0.00178834 -0.00567509 -0.0129811
internal_weight=0 0.0073141 0.00568077 0.00345517 0.00211958 0.0022256
internal_count=3910 3572 3068 2284 2030 784
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=7
num_cat=0
split_feature=4 151 15 13 1 52
split_gain=2.28742e-05 3.05452e-05 4.89646e-05 3.09241e-05 8.92614e-05 4.72901e-05
threshold=0.25367000000000006 -0.0074049999999999993 -0.075094999999999981 -0.0030249999999999995 0.079945000000000016 0.084240000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.00021228714621797547 0.00018914381221918304 -0.00048611103141038851 0.00031829386450220792 0.00018653532805399856 -0.00054854563005115079 -0.00020976093249011176
leaf_weight=0.0013634379843153839 0.001838376890203405 0.0011062196640201022 0.0016697297553227206 0.0012457937054486377 0.0012956485661256133 0.0010697946899235582
leaf_count=571 534 654 779 349 362 661
internal_value=0 -5.41349e-05 -0.000111007 -3.24324e-05 -0.000188215 0.000112086
internal_weight=0 0.00775062 0.00638719 0.00528097 0.00254144 0.00273952
internal_count=3910 3376 2805 2151 711 1440
is_linear=0
shrinkage=0.00196078


Tree=9529
num_leaves=7
num_cat=0
split_feature=50 42 51 16 48 13
split_gain=1.35607e-05 2.17807e-05 3.61234e-05 3.88178e-05 3.83014e-05 3.69993e-05
threshold=0.084340000000000012 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.084905000000000022 -0.032264999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.00020791363344216688 -0.00022158202664102723 -0.00027207159293956478 0.00017310103718640857 3.4644528091655206e-05 -0.00029254040650866764 0.00046828092727574643
leaf_weight=0.0013443928182605364 0.0010008402212509518 0.0010362460137700053 0.0014515531595847338 0.0013550471560572416 0.0012763332419959048 0.0017125679190892538
leaf_count=867 731 480 529 866 146 291
internal_value=0 2.02227e-05 6.51167e-05 0.000125407 -4.47649e-05 0.000276732
internal_weight=0 0.00817614 0.00683175 0.0057955 0.00272789 0.00306762
internal_count=3910 3179 2312 1832 675 1157
is_linear=0
shrinkage=0.00196078


Tree=9530
num_leaves=6
num_cat=0
split_feature=4 12 3 1 4
split_gain=7.46443e-06 1.85191e-05 2.7281e-05 2.2648e-05 4.16777e-05
threshold=-0.34687499999999999 0.091555000000000011 -0.080664999999999987 0.088010000000000019 0.074650000000000008
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0067344433374075408 0.016657825815001141 -0.0074953270967572068 -0.012510564881785492 0.014963477466666424 -0.0087972618900345172
leaf_weight=0.0014026132271372721 0.0013229533758744435 0.0018140316946034527 0.0010514589701746896 0.0016837868585347592 0.001314550259838495
leaf_count=291 1326 1171 391 371 360
internal_value=0 0.00124079 0.00419041 0.000117665 0.00454614
internal_weight=0 0.00718678 0.00537275 0.0040498 0.00299834
internal_count=3910 3619 2448 1122 731
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=7
num_cat=0
split_feature=43 43 12 52 16 2
split_gain=6.63869e-06 2.99638e-05 2.75198e-05 3.47501e-05 2.35216e-05 2.04866e-05
threshold=-0.093039999999999984 -0.074254999999999988 0.089995000000000006 -0.074484999999999982 -0.19424999999999998 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0058308608507661877 0.015443517844124089 -0.01416296668331486 -0.014429999015976986 -0.0050502116362918558 0.0027280376104048751 0.021690595437199776
leaf_weight=0.0016152800502009677 0.0012305447692498037 0.0010189417783231214 0.001318783020837838 0.0011097166843221581 0.0010839247717958965 0.0012010329540183562
leaf_count=602 954 285 922 269 544 334
internal_value=0 0.00128487 -0.0017545 0.00203293 0.00689427 0.0126952
internal_weight=0 0.00696294 0.0057324 0.00441362 0.00339467 0.00228496
internal_count=3910 3308 2354 1432 1147 878
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=7
num_cat=0
split_feature=51 150 48 1 4 3
split_gain=7.63799e-06 1.56316e-05 2.61712e-05 4.19164e-05 4.19813e-05 5.20526e-05
threshold=0.08955500000000001 0.084800000000000014 0.084500000000000006 0.11198000000000001 -1.0000000180025095e-35 -0.046444999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0058704866506699106 -0.0078100835753560256 0.012665430111521651 -0.014461484621383898 0.019143131404319391 -0.01723363445599729 0.022200621330603822
leaf_weight=0.0018079906812363893 0.0011045307517410915 0.0010103664430571356 0.0011396964476539173 0.0011494202989095568 0.0013117710272556623 0.0010408762174246935
leaf_count=1645 487 373 417 345 484 159
internal_value=0 0.00110002 -0.000711727 0.00223938 -0.00243046 0.00438571
internal_weight=0 0.00746012 0.00644975 0.00531006 0.00416064 0.00284887
internal_count=3910 3423 3050 2633 2288 1804
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=8
num_cat=0
split_feature=50 4 12 51 150 52 12
split_gain=1.6333e-05 2.24403e-05 2.52208e-05 3.74374e-05 4.01519e-05 6.62199e-05 3.4241e-05
threshold=0.07992500000000001 0.28937500000000005 -0.0089849999999999982 -0.032189999999999989 0.085425000000000015 0.084240000000000023 0.085775000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00030124976762171664 -0.00023887212627777133 0.00030083555726749035 -0.00029505672410340422 0.00062534384634951705 -0.00024454125304499856 -9.9781491636636294e-05 0.00014373946174757143
leaf_weight=0.0010014002351672541 0.0010072426768498273 0.0010002416499762306 0.001087774239425009 0.0012765864571255459 0.0010020814623068622 0.001693252055005165 0.0010219366274134469
leaf_count=297 755 396 590 278 139 879 576
internal_value=0 2.59145e-05 -1.29089e-05 3.45693e-05 0.000106369 0.000194461 0.00041122
internal_weight=0 0.00808327 0.00708303 0.00608163 0.00499386 0.00399178 0.00229852
internal_count=3910 3155 2759 2462 1872 1733 854
is_linear=0
shrinkage=0.00196078


Tree=9534
num_leaves=7
num_cat=0
split_feature=16 47 151 42 4 3
split_gain=8.37374e-06 1.48594e-05 2.39094e-05 2.88723e-05 3.5419e-05 3.78347e-05
threshold=-0.49150499999999991 0.09550500000000002 -0.0074049999999999993 0.084685000000000024 -0.029114999999999999 -0.032959999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0075294482094569641 0.0095986080638100994 0.0088442097337788749 -0.01506238170134571 0.0071251912576377925 -0.021597338889065936 0.011844296956851741
leaf_weight=0.0012466291259051318 0.0011585476058408838 0.0011983591373295154 0.0010790294974774824 0.0012024529896519742 0.0016583527763664135 0.0010134315984042614
leaf_count=341 504 323 786 1213 580 163
internal_value=0 -0.00133768 -0.00333407 -0.00635897 -0.0106818 -0.0020308
internal_weight=0 0.00731017 0.00611181 0.00495327 0.00375081 0.00209246
internal_count=3910 3569 3246 2742 1529 949
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=6
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split_feature=16 15 13 0 12
split_gain=9.11701e-06 2.83568e-05 3.49425e-05 2.12258e-05 6.63961e-05
threshold=-0.055679999999999993 -0.038029999999999987 -0.032264999999999995 -0.15713499999999997 0.084100000000000022
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
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leaf_value=-0.0062656404353090504 -0.015879748806207752 -0.011025925106196873 0.011796039673871153 0.027874438641840485 -0.0033588876954882088
leaf_weight=0.0015899037940259311 0.0012680867596263391 0.0011582316838347818 0.0015944294221122636 0.0010741327173691777 0.0018578376613857931
leaf_count=238 785 590 471 439 1387
internal_value=0 -0.00350669 0.00219329 0.0030383 0.0080835
internal_weight=0 0.00402075 0.00275266 0.00452187 0.00293197
internal_count=3910 1846 1061 2064 1826
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=6
num_cat=0
split_feature=15 16 48 0 52
split_gain=8.55292e-06 2.25923e-05 2.45321e-05 2.9492e-05 3.06536e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.016865000000000002 -0.083424999999999985 0.089525000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0083431578325299828 -0.01476350950265957 0.0072322270415589602 0.010866480852907293 -0.018385161502704025 0.002635287105407242
leaf_weight=0.001065691146692139 0.0010590368851235467 0.0017714739928522765 0.0018093688713602275 0.0015927938064595739 0.0012290540403378414
leaf_count=459 298 1081 566 1054 452
internal_value=0 -0.00123387 0.001004 -0.00288096 -0.00922972
internal_weight=0 0.00746173 0.00640269 0.00459332 0.00282185
internal_count=3910 3451 3153 2587 1506
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=7
num_cat=0
split_feature=16 47 160 15 12 15
split_gain=8.77865e-06 1.27999e-05 2.00254e-05 3.61838e-05 3.7805e-05 3.33928e-05
threshold=-0.49150499999999991 0.09550500000000002 0.084835000000000008 -0.0089749999999999986 0.078515000000000015 0.085120000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.007731544785164253 -0.018568929683463659 0.0081313852158479364 0.0083661579116844804 0.014701034696184027 -0.019208443341453288 0.0055956969618183444
leaf_weight=0.0012432592906713958 0.0015690669326972966 0.0011883699846484321 0.0011988401525872498 0.0011312893335506165 0.0011820164644731751 0.0010035730048113436
leaf_count=341 1109 323 408 240 469 1020
internal_value=0 -0.00136131 -0.00321525 -0.00605692 -0.000138046 -0.00781895
internal_weight=0 0.00727316 0.00608479 0.00488595 0.00331688 0.00218559
internal_count=3910 3569 3246 2838 1729 1489
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=7
num_cat=0
split_feature=51 4 42 1 52 16
split_gain=8.41486e-06 1.51608e-05 2.0232e-05 2.31275e-05 4.73866e-05 4.14105e-05
threshold=0.08955500000000001 0.27020000000000005 0.086325000000000013 0.092550000000000007 0.084240000000000023 -0.055679999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.028642584948425767 -0.0082170244436456773 0.012117049360906157 -0.010316399409973469 -0.0081757478511262985 -0.0094351002399813526 0.00099957938213677752
leaf_weight=0.0011665304615287649 0.0010942087727944918 0.0010818903951180219 0.0016238739291094956 0.0013936116309441792 0.0011300292413228795 0.0010121187796189007
leaf_count=349 487 449 1124 381 519 601
internal_value=0 0.0011778 -0.000693018 0.00263029 0.00718178 0.0158007
internal_weight=0 0.00740805 0.00632616 0.00470229 0.00330868 0.00217865
internal_count=3910 3423 2974 1850 1469 950
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=6
num_cat=0
split_feature=0 4 43 15 16
split_gain=7.23613e-06 1.73039e-05 1.78672e-05 3.62074e-05 1.84469e-05
threshold=0.10302000000000001 -0.06272999999999998 -0.079374999999999987 -0.07142999999999998 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0093998525688913873 0.0072907749186898714 -0.0078580768497536271 0.0072597889206031793 0.018202920682584351 -0.0096459721137930783
leaf_weight=0.0019014275140644453 0.0011657623100842498 0.0014399561151622678 0.0012013053851948768 0.0013841498195065701 0.0013948680810261535
leaf_count=1415 210 955 382 515 433
internal_value=0 -0.00119187 0.00168749 0.00514077 -0.00182331
internal_weight=0 0.00732171 0.00542028 0.00398032 0.00259617
internal_count=3910 3700 2285 1330 815
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=7
num_cat=0
split_feature=15 16 52 16 13 0
split_gain=7.12401e-06 2.42604e-05 2.23137e-05 4.30051e-05 2.19839e-05 1.29051e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.10303500000000002 0.26760500000000004 -0.083514999999999992 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0076578917054382356 -0.015154265737015827 0.015350580187432718 0.014925170215478593 -0.019781045790355681 -0.006465751062951693 0.0062789228567450674
leaf_weight=0.0010568036165739293 0.0010561041545360701 0.0010823840986913442 0.0010000449420700507 0.0010238215099187551 0.0018864723113036473 0.0013726175048112646
leaf_count=459 298 757 553 411 601 831
internal_value=0 -0.00111765 0.00121123 -0.00134493 0.00300274 -0.00109813
internal_weight=0 0.00742144 0.00636534 0.0053653 0.00434147 0.00325909
internal_count=3910 3451 3153 2600 2189 1432
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=7
num_cat=0
split_feature=52 0 16 0 0 52
split_gain=7.58121e-06 2.00753e-05 3.56401e-05 2.26556e-05 2.17162e-05 3.5612e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.099864999999999995 -0.14733499999999997 -0.010284999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.017630842701530838 -0.0074224352687387619 0.021303051346003701 -0.0017293479645709041 -0.015866888086171118 0.011105510903845676 0.0080457502342307016
leaf_weight=0.0011158336430676262 0.001189648746632339 0.0011549720839747093 0.0016060462272155921 0.001040105638997633 0.0013121456269334216 0.0010469959424146439
leaf_count=149 647 618 476 1489 337 194
internal_value=0 0.00118836 0.00790542 -0.0029192 0.000956216 -0.00520116
internal_weight=0 0.0072761 0.00276102 0.00451508 0.00347498 0.00216283
internal_count=3910 3263 1094 2169 680 343
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 49 3
split_gain=1.77448e-05 2.54194e-05 2.2606e-05 3.62807e-05 9.20355e-05 4.2055e-05 6.87214e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -1.0000000180025095e-35 -0.10939499999999998 -0.053834999999999994 -0.00064499999999999985 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00027940013383624023 -0.00024943327095607314 0.0003161547479508354 0.00034397905822073298 -0.00015003628207598674 -0.00054127071897737368 -9.7464669422154998e-05 0.00058418949738430533
leaf_weight=0.0010568197163776964 0.0010051119106969523 0.0010203720094478386 0.0011554614125510003 0.0015265079345809065 0.0011020055721303853 0.0010543350219006384 0.0012343033489693022
leaf_count=301 779 396 156 348 353 1221 356
internal_value=0 2.66959e-05 -1.47318e-05 3.13286e-05 -4.21399e-05 0.000102034 0.000270164
internal_weight=0 0.00814981 0.00712943 0.00607261 0.00491715 0.00381515 0.00228864
internal_count=3910 3131 2735 2434 2278 1925 1577
is_linear=0
shrinkage=0.00196078


Tree=9543
num_leaves=8
num_cat=0
split_feature=50 2 48 15 15 3 16
split_gain=2.2385e-05 2.14864e-05 7.40504e-05 2.52644e-05 3.60481e-05 7.02508e-05 4.50753e-05
threshold=0.082310000000000008 0.11934000000000002 0.091555000000000011 -0.10071499999999999 -0.017214999999999998 0.084925000000000014 -0.083144999999999983
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=0.00024045381694093342 -0.0002817896050863672 -0.0002409991122371418 0.00052329600143480976 -0.00034480552289491525 0.00013642511573955018 0.00046106536234588358 -0.00038773836657720446
leaf_weight=0.0011619458794676282 0.0010020922765016102 0.0010001745521729831 0.001144883613618532 0.0014197273357313936 0.0011574003647818762 0.0010143078344271458 0.0013862274135453083
leaf_count=319 747 391 285 654 427 114 973
internal_value=0 2.84868e-05 6.54877e-05 -1.98821e-05 -8.06528e-05 2.47523e-05 -0.000149234
internal_weight=0 0.00828467 0.00728449 0.00613961 0.00497766 0.00355794 0.00254363
internal_count=3910 3163 2772 2487 2168 1514 1400
is_linear=0
shrinkage=0.00196078


Tree=9544
num_leaves=5
num_cat=0
split_feature=52 0 16 0
split_gain=8.43324e-06 1.86735e-05 1.59459e-05 2.74904e-05
threshold=-0.048794999999999991 -0.14733499999999997 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0064343332908945146 -0.0067790938668937407 0.010617547889336521 -0.0096356010008836757 0.01031391102524587
leaf_weight=0.0010033634102817549 0.0019305896675714622 0.0017842411865119775 0.0019256407630994783 0.0018354196740138224
leaf_count=128 462 1062 817 1441
internal_value=0 0.00447994 -0.00223345 0.00155143
internal_weight=0 0.0027876 0.00569165 0.00376601
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=2.6014e-05 2.76653e-05 3.82724e-05 5.73635e-05 3.88681e-05 4.65154e-05 3.61786e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.016865000000000002 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00022779618364949383 -0.0003054199087220384 -0.00026362166783768355 0.00013929150753738914 -0.00012653041327903228 0.00063365234225219724 0.00044852400482541801 -0.00030561499169692109
leaf_weight=0.0013766586970214703 0.0010163568666044136 0.0010814840549268909 0.0015214953434906143 0.0010521643328411608 0.0010176983480405231 0.0011127397380100235 0.0013057894183488706
leaf_count=869 727 480 529 672 327 159 147
internal_value=0 2.65692e-05 7.59496e-05 0.000137056 0.00031761 0.000169042 -6.61898e-05
internal_weight=0 0.00846803 0.00709137 0.00600989 0.0031826 0.0021649 0.00282728
internal_count=3910 3183 2314 1834 1158 831 676
is_linear=0
shrinkage=0.00196078


Tree=9546
num_leaves=7
num_cat=0
split_feature=4 1 42 48 0 3
split_gain=8.52554e-06 3.35667e-05 2.10081e-05 3.32142e-05 2.79515e-05 1.95744e-05
threshold=-0.034289999999999994 0.078675000000000009 0.088115000000000013 0.087945000000000009 -0.10575999999999998 -0.089604999999999976
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -2 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.013613013646904763 0.013933615114011325 -0.0169754827284129 0.013805840265497554 -0.015492562593775478 -0.0061948706116644013 -0.0057993450593848972
leaf_weight=0.0010268880711918108 0.0015193521242379895 0.0012440288078694817 0.001248516561028274 0.001136717890012017 0.0012637099483834239 0.0010511334415905138
leaf_count=320 348 763 581 342 810 746
internal_value=0 -0.00398394 0.00250908 -0.00108912 0.00479384 0.00379359
internal_weight=0 0.00332205 0.0051683 0.00391978 0.00278306 0.00207802
internal_count=3910 1829 2081 1500 1158 1066
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=8
num_cat=0
split_feature=50 42 51 16 48 13 48
split_gain=2.61914e-05 2.8877e-05 2.46757e-05 3.45388e-05 4.94737e-05 7.57714e-05 3.39408e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.016865000000000002 -0.032264999999999995 0.084905000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00023296211588088588 -0.00030135986477025303 -0.00019117043346425527 0.00017210937762942921 -0.00027869588652960372 0.00062508983638517076 0.00045706273160437983 -0.00025808575596863087
leaf_weight=0.0013626954420875971 0.0010390425635784925 0.0011011731962825939 0.001506368808043618 0.0010444130031278653 0.0010171171462316012 0.0011101480318290394 0.0013255755754258234
leaf_count=869 727 480 529 672 327 159 147
internal_value=0 2.84976e-05 7.86454e-05 0.000128135 0.000268666 0.000100407 -2.92562e-05
internal_weight=0 0.00846749 0.0071048 0.00600362 0.00317168 0.00215456 0.00283194
internal_count=3910 3183 2314 1834 1158 831 676
is_linear=0
shrinkage=0.00196078


Tree=9548
num_leaves=6
num_cat=0
split_feature=457 42 15 2 43
split_gain=8.54919e-06 1.91838e-05 2.26133e-05 2.28221e-05 1.86262e-05
threshold=0.069705000000000003 -0.082904999999999993 1.0000000180025095e-35 0.106285 -0.069974999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.010547753349707015 0.0075941441398309816 0.0049566093056976927 -0.014434156523608627 0.0084085269203519331 -0.012069140644954943
leaf_weight=0.0011409438695942397 0.0012523633226698009 0.0010076634829153611 0.0014600087530392521 0.001860319513264444 0.0017734106927090694
leaf_count=532 338 739 1173 569 559
internal_value=0 -0.00135398 -0.00357957 -0.000165123 -0.00590022
internal_weight=0 0.00724235 0.0061014 0.00464139 0.00278107
internal_count=3910 3572 3040 1867 1298
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=7
num_cat=0
split_feature=50 42 51 16 15 48
split_gain=1.59485e-05 3.24827e-05 2.57334e-05 3.87516e-05 3.75161e-05 2.40679e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.0078499999999999976 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00025568654927279471 -0.00023473216789515573 -0.00020336703420803417 0.00013753657225124154 0.00055215056413068114 0.00010562070336853283 -0.00023401768431238588
leaf_weight=0.0013083851152024288 0.001007692619672945 0.0010288595078987101 0.0014247708864919299 0.0012174892976772106 0.0017825137081856385 0.0012657364089237017
leaf_count=860 779 473 517 457 682 142
internal_value=0 2.69675e-05 8.20055e-05 0.000133602 0.000286836 -3.72594e-05
internal_weight=0 0.00802775 0.00671937 0.00569051 0.003 0.00269051
internal_count=3910 3131 2271 1798 1139 659
is_linear=0
shrinkage=0.00196078


Tree=9550
num_leaves=8
num_cat=0
split_feature=13 403 160 457 16 4 0
split_gain=1.66002e-05 3.40172e-05 4.89336e-05 3.76318e-05 5.06513e-05 4.63029e-05 7.57901e-05
threshold=0.17936000000000002 0.03138500000000001 -0.079684999999999992 0.069705000000000003 -0.45301499999999995 0.05309500000000001 -0.06402999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00039203266450939689 -0.00024276994161837379 0.00035553524111793582 -0.00040792670694925372 0.00036775672302227726 -0.00041101388901372272 0.00038783662165593622 0.00026228032601603995
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leaf_count=737 221 418 205 240 1354 393 342
internal_value=0 2.12252e-05 -2.64745e-05 4.52294e-05 -2.953e-05 7.61173e-05 -7.38502e-05
internal_weight=0 0.00820149 0.00717741 0.00600043 0.0048713 0.00380809 0.00257113
internal_count=3910 3689 3271 2534 2294 2089 1696
is_linear=0
shrinkage=0.00196078


Tree=9551
num_leaves=7
num_cat=0
split_feature=13 4 3 42 49 47
split_gain=1.13538e-05 2.36439e-05 3.46815e-05 2.21723e-05 3.87815e-05 4.20869e-05
threshold=-0.26418499999999995 -0.034289999999999994 -0.083144999999999983 0.091330000000000008 -0.053904999999999988 0.09252500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.00017855493445298129 7.4532160390133394e-06 -0.00032146840561214217 -0.00042652812660796675 0.00030485635370022584 0.00027882689213960479 -0.0002166575221907781
leaf_weight=0.0011101510701125817 0.0016937478260941785 0.0011537863124588916 0.0012164259819074188 0.0010283355870246511 0.0018664705947566945 0.0010188848202257403
leaf_count=196 896 284 889 426 1010 209
internal_value=0 -3.30867e-05 -0.000173947 4.78072e-05 -1.76356e-05 0.00010386
internal_weight=0 0.00797765 0.00291017 0.00506748 0.00403914 0.00288536
internal_count=3910 3714 1785 1929 1503 1219
is_linear=0
shrinkage=0.00196078


Tree=9552
num_leaves=6
num_cat=0
split_feature=42 160 16 0 47
split_gain=8.42719e-06 2.00689e-05 1.78527e-05 4.13204e-05 1.14288e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.032820000000000009 -0.089879999999999974 0.089345000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.007057293956831189 -0.0086248937413849983 0.0066095345543248467 -0.0042965304820468952 0.024426624585916136 -0.0066589827556741837
leaf_weight=0.001426760199406526 0.001566584905904775 0.0016568308264446293 0.0017090583539222334 0.0010929855724327651 0.0010673756576901324
leaf_count=1060 1040 431 509 752 118
internal_value=0 0.00136568 0.00419781 0.00800096 0.00141078
internal_weight=0 0.00709284 0.00552625 0.00381719 0.00272421
internal_count=3910 2850 1810 1301 549
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=7
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split_feature=50 42 51 16 1 48
split_gain=2.19319e-05 2.86087e-05 3.23469e-05 5.34671e-05 4.3711e-05 2.34701e-05
threshold=0.083475000000000008 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.090740000000000015 0.084905000000000022
decision_type=2 2 2 2 2 2
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leaf_value=-0.00023303537870138336 -0.00027810915081568976 -0.00023342767401325049 0.00010779696005762857 0.00013490488665750844 0.00061724659623626805 -0.00025457237569390248
leaf_weight=0.0013405016342467723 0.0010013308997961863 0.0010707765485932471 0.0014746698380873945 0.0019418216923057815 0.0011502011180157825 0.0012868299445807153
leaf_count=867 735 480 529 753 401 145
internal_value=0 2.91549e-05 7.99133e-05 0.000137232 0.000314331 -6.10634e-05
internal_weight=0 0.0082648 0.0069243 0.00585352 0.00309202 0.0027615
internal_count=3910 3175 2308 1828 1154 674
is_linear=0
shrinkage=0.00196078


Tree=9554
num_leaves=7
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split_feature=13 15 47 4 15 15
split_gain=8.83734e-06 1.78002e-05 2.27756e-05 3.32583e-05 2.63643e-05 1.73036e-05
threshold=-0.26418499999999995 0.088615000000000013 0.10887000000000001 -0.08422499999999998 -0.07142999999999998 -0.106555
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010351646468194503 0.0012298497211552335 0.0010575811279878227 0.0010683667016386025 0.001169832487068488 0.0016194723657579407 0.0013435598366397898
leaf_count=196 616 866 219 496 876 641
internal_value=0 -0.00123942 0.00073766 0.00339386 0.0076898 0.0012786
internal_weight=0 0.00748866 0.00643108 0.00536271 0.00413286 0.00251339
internal_count=3910 3714 2848 2629 2013 1137
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=7
num_cat=0
split_feature=50 42 51 16 15 48
split_gain=2.36572e-05 2.24039e-05 2.92825e-05 4.44408e-05 4.42016e-05 2.89669e-05
threshold=0.083475000000000008 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.0078499999999999976 0.084905000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00020087997110503574 -0.00028972710403251588 -0.00022655946707583535 0.00013730318661587165 0.00057293489040044672 9.5425654602998274e-05 -0.00026468610505773989
leaf_weight=0.0013599951254534481 0.0010030845881422003 0.0010529655059921469 0.0014649069883521531 0.0012599007888876416 0.0018247512620710364 0.0013014725047611391
leaf_count=867 735 480 529 461 693 145
internal_value=0 2.91468e-05 7.4459e-05 0.000128631 0.00029046 -5.18169e-05
internal_weight=0 0.00826399 0.006904 0.00585103 0.00308465 0.00276638
internal_count=3910 3175 2308 1828 1154 674
is_linear=0
shrinkage=0.00196078


Tree=9556
num_leaves=7
num_cat=0
split_feature=52 0 151 3 0 15
split_gain=1.46385e-05 3.26929e-05 3.58414e-05 3.09237e-05 2.37114e-05 5.56213e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.0088999999999999982 -0.074234999999999982 -0.099864999999999995 -0.10312999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 3 4 -5 -6 -7
leaf_value=-0.00033314949302819914 -0.00019612681105551845 0.00045243036919594815 -0.00020508400231855864 9.1696428729048225e-06 -0.0001679532229942104 0.00037275841098583282
leaf_weight=0.0013402340575890959 0.0012846940010711764 0.0011484050439376867 0.0010576727636469369 0.0012790561021388579 0.0014283881801263262 0.0016235308745433754
leaf_count=535 647 304 208 341 1616 259
internal_value=0 2.96008e-05 -5.47041e-05 0.000218871 3.61035e-05 0.000144813
internal_weight=0 0.00787729 0.00544983 0.00242746 0.00410959 0.0026812
internal_count=3910 3263 2618 645 2083 467
is_linear=0
shrinkage=0.00196078


Tree=9557
num_leaves=7
num_cat=0
split_feature=50 42 16 48 13 48
split_gain=1.53967e-05 2.52211e-05 2.19536e-05 5.39865e-05 3.962e-05 2.92938e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.092424999999999993 0.084905000000000022 -0.037444999999999992 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.0002266719212555842 -0.00023440604157552283 0.00012780816403908191 -0.00020356854546772597 0.00055202562948701399 0.00024878922279937961 -0.00028359190299983097
leaf_weight=0.001297501681883158 0.0010019289394586533 0.0014154410621498581 0.0014391896334106807 0.0010251914203005907 0.0015419782978850181 0.0012558385781927398
leaf_count=860 779 517 932 361 319 142
internal_value=0 2.34777e-05 7.20831e-05 0.000163886 3.04088e-05 -6.56018e-05
internal_weight=0 0.00797514 0.00667764 0.00400636 0.00298117 0.00267128
internal_count=3910 3131 2271 1612 1251 659
is_linear=0
shrinkage=0.00196078


Tree=9558
num_leaves=8
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split_feature=4 40 2 3 47 16 12
split_gain=1.12933e-05 1.96457e-05 3.62883e-05 4.57415e-05 3.57035e-05 2.72091e-05 1.03366e-05
threshold=0.28937500000000005 -1.0000000180025095e-35 0.11230000000000001 0.094625000000000015 0.084695000000000006 -0.091624999999999984 0.086935000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00028838398693234511 0.00017220712927092639 -0.00034986942600036725 -0.0003372069193318215 0.00042681726684367554 0.00030032548785888382 0.0001356442688268638 -0.00012136260687345597
leaf_weight=0.0010063179955506806 0.0011919548512923043 0.001218286132156775 0.0010120327861604644 0.0010912018395807799 0.0010446254177180975 0.001228123136542281 0.0011794905823004095
leaf_count=305 426 450 345 142 347 713 1182
internal_value=0 -3.27501e-05 5.22719e-06 6.53749e-05 -1.9071e-05 -0.000111089 9.73653e-06
internal_weight=0 0.00778008 0.00677376 0.00576173 0.00467053 0.0036259 0.00240761
internal_count=3910 3484 3179 2834 2692 2345 1895
is_linear=0
shrinkage=0.00196078


Tree=9559
num_leaves=7
num_cat=0
split_feature=48 2 4 42 1 0
split_gain=8.16637e-06 1.99593e-05 2.87047e-05 3.23642e-05 5.23996e-05 1.47289e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.086325000000000013 0.092550000000000007 -0.10209999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00031201501559946938 0.0001111077221542747 0.0002048440617640955 0.00011673082905459299 -0.0002882710607010787 -0.00022499446563384646 0.00044611556952018944
leaf_weight=0.0015148827015428979 0.0019044962827237779 0.0011337988458324667 0.0010125609739026179 0.0011145494875325892 0.0012191741926090047 0.0010772089722780763
leaf_count=674 483 484 188 987 302 792
internal_value=0 -3.3548e-05 -7.90636e-05 7.13682e-07 9.80522e-05 0.000286518
internal_weight=0 0.00707218 0.00593838 0.00442349 0.00330894 0.00208977
internal_count=3910 3427 2943 2269 1282 980
is_linear=0
shrinkage=0.00196078


Tree=9560
num_leaves=7
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split_feature=13 16 12 4 16 16
split_gain=7.09323e-06 1.80916e-05 3.57822e-05 2.2048e-05 4.05306e-05 2.05117e-05
threshold=-0.26418499999999995 0.22945500000000005 0.092365000000000017 0.0057500000000000008 -0.25582999999999995 -0.029944999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.0076872624454479444 0.0021770649490744725 0.010115482828334105 -0.018774095369352616 -0.0062352056555263361 0.020529156555802751 -0.014895642745124803
leaf_weight=0.0010401415576396485 0.0015702659958505478 0.0012031502726635255 0.0012039381356466171 0.0010833112674530077 0.0011844306047377423 0.001275193123538393
leaf_count=196 936 528 857 346 248 799
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internal_weight=0 0.00752029 0.00631714 0.0051132 0.00226774 0.00284546
internal_count=3910 3714 3186 2329 594 1735
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=8
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split_feature=50 133 160 16 52 2 4
split_gain=1.65612e-05 2.38946e-05 3.72999e-05 3.53089e-05 6.15806e-05 4.79173e-05 9.20407e-05
threshold=0.08568000000000002 0.090085000000000012 0.087825000000000014 -0.010344999999999998 -0.072349999999999984 0.084065000000000015 0.15045000000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00032020660530282855 -0.00024533394603237589 -0.00023857341432671116 -0.0002663092645977118 2.0756739988485045e-05 0.00061972085194221993 -0.00060131169183720026 0.00019502918893476707
leaf_weight=0.0011346614259444233 0.0010002370773892462 0.0011658250342959911 0.0011092978609834308 0.0014475169258509218 0.0012129163805711407 0.0010404619980587005 0.0012034079836581444
leaf_count=360 727 617 300 524 397 732 253
internal_value=0 2.17159e-05 6.4167e-05 0.000124872 0.00029383 -8.17402e-06 -0.000174227
internal_weight=0 0.00831409 0.00714826 0.00603896 0.00266043 0.00337853 0.00224387
internal_count=3910 3183 2566 2266 921 1345 985
is_linear=0
shrinkage=0.00196078


Tree=9562
num_leaves=6
num_cat=0
split_feature=0 52 2 3 13
split_gain=7.01167e-06 2.27798e-05 2.21128e-05 3.18406e-05 2.92685e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.113945 0.084925000000000014 -0.014114999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014950045544908195 0.0055493117549551482 -0.013164077381669571 -0.010464852110265984 0.01603259006561197 0.0071002554289042721
leaf_weight=0.0010642351976501586 0.0017715198763639866 0.0012722277920247549 0.0013033122565541105 0.0015282895997823604 0.001620750313859785
leaf_count=597 446 1485 404 178 800
internal_value=0 -0.00151527 0.000982344 0.00435678 -0.00181127
internal_weight=0 0.00678882 0.00572458 0.00442127 0.00289298
internal_count=3910 3464 2867 2463 2285
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=7
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split_feature=50 4 48 49 0 0
split_gain=1.16062e-05 2.07218e-05 2.53726e-05 2.4631e-05 3.95178e-05 2.61164e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.091555000000000011 -0.006494999999999999 -0.10071499999999999 -0.055084999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00028998962064889501 -0.00020404708435851139 0.00028352124507733864 0.00025042468578722081 0.00027220375570402258 -0.00036932264984403237 1.1338503366984092e-05
leaf_weight=0.0014649622377817372 0.0010037369241224026 0.0010012287734708506 0.0011365230376671823 0.0014262374328642266 0.0010737364927997347 0.0019538857634567907
leaf_count=387 779 396 321 269 1415 343
internal_value=0 1.95474e-05 -1.79133e-05 -6.94391e-05 3.1043e-06 -0.000123662
internal_weight=0 0.00805657 0.00705534 0.00591882 0.00445386 0.00302762
internal_count=3910 3131 2735 2414 2027 1758
is_linear=0
shrinkage=0.00196078


Tree=9564
num_leaves=7
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split_feature=52 2 48 0 4 51
split_gain=7.03375e-06 1.63589e-05 2.01195e-05 3.19796e-05 3.7015e-05 2.38097e-06
threshold=-0.081429999999999989 0.113945 0.084260000000000015 -0.10209999999999998 -0.078484999999999985 -0.086654999999999982
decision_type=2 2 2 2 2 2
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leaf_value=0.0085211879735042021 -0.016887953826263871 -0.011274478895151825 0.012387151809274409 -0.0069716265837952819 0.01598617327889917 0.0016667528096422825
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leaf_count=408 304 466 330 821 1018 563
internal_value=0 -0.00164877 0.000953081 -0.00246897 0.00313522 0.00509417
internal_weight=0 0.00653187 0.00514198 0.00395754 0.00284988 0.00202708
internal_count=3910 2939 2473 2143 1839 971
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=8
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split_feature=4 2 16 48 15 3 2
split_gain=1.32927e-05 4.05755e-05 3.06743e-05 2.45115e-05 2.68255e-05 4.61884e-05 7.65597e-06
threshold=0.15927500000000003 0.10796500000000002 -0.092424999999999993 0.085265000000000021 -0.017214999999999998 -1.0000000180025095e-35 0.088210000000000025
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
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leaf_count=500 287 323 575 491 986 147 601
internal_value=0 0.000120217 -5.16759e-05 1.32361e-05 -5.83441e-05 3.35818e-05 -0.000144647
internal_weight=0 0.00231823 0.00681238 0.00547885 0.00422138 0.00313652 0.00200922
internal_count=3910 610 3300 2800 2309 1734 1587
is_linear=0
shrinkage=0.00196078


Tree=9566
num_leaves=6
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split_feature=50 3 3 49 15
split_gain=1.40023e-05 2.30328e-05 2.83715e-05 3.50101e-05 3.75695e-05
threshold=0.082310000000000008 -0.10628499999999998 -0.076734999999999984 -0.006494999999999999 -0.017214999999999998
decision_type=2 2 2 2 2
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leaf_weight=0.001668980936587316 0.0010030683774511833 0.0013757775829354047 0.0016173591377337728 0.001939229815447112 0.0015966856664417447
leaf_count=429 747 1437 356 581 360
internal_value=0 1.98902e-05 -3.2657e-05 3.41279e-05 0.000143432
internal_weight=0 0.00819803 0.00652905 0.00515327 0.00353592
internal_count=3910 3163 2734 1297 941
is_linear=0
shrinkage=0.00196078


Tree=9567
num_leaves=7
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split_feature=50 42 51 16 48 13
split_gain=1.32357e-05 2.58165e-05 2.7922e-05 3.3534e-05 4.10252e-05 3.66173e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.084905000000000022 -0.032264999999999995
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013230608080092255 0.0010048593847651879 0.0010401106573932036 0.0014607285776725798 0.0013481144245918819 0.0012894149596826986 0.0016928471418046554
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internal_value=0 2.05433e-05 6.90975e-05 0.000122224 -3.46745e-05 0.000264118
internal_weight=0 0.00815428 0.00683122 0.00579111 0.00275014 0.00304096
internal_count=3910 3155 2293 1815 665 1150
is_linear=0
shrinkage=0.00196078


Tree=9568
num_leaves=6
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split_feature=4 16 48 15 3
split_gain=7.45773e-06 1.62253e-05 2.25066e-05 2.32995e-05 4.18983e-05
threshold=0.25367000000000006 -0.092424999999999993 0.085265000000000021 -0.017214999999999998 0.0039000000000000003
decision_type=2 2 2 2 2
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internal_value=0 -0.00149567 0.0013579 -0.00227162 0.00225218
internal_weight=0 0.00693999 0.00514726 0.00395555 0.00293563
internal_count=3910 3376 2800 2309 1734
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=7
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split_feature=4 0 13 3 47 2
split_gain=1.24708e-05 2.70518e-05 3.83124e-05 2.74464e-05 2.01599e-05 4.70153e-05
threshold=0.0057500000000000008 -0.089879999999999974 -0.070604999999999987 -0.089604999999999976 0.09252500000000001 0.11230000000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.00030731153467475602 0.00039116989923346001 0.00026306942764725555 6.5886507923465642e-05 -0.00038371773174660764 -0.0001064715875014997 -0.00013764659132045671
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internal_value=0 -7.26911e-05 1.77708e-05 -0.000152017 7.28223e-05 0.000175517
internal_weight=0 0.00490032 0.00353669 0.00209004 0.00420956 0.00267653
internal_count=3910 2793 2212 1270 1117 888
is_linear=0
shrinkage=0.00196078


Tree=9570
num_leaves=8
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split_feature=50 42 51 2 2 12 2
split_gain=1.72846e-05 2.76122e-05 3.73149e-05 3.15984e-05 5.49e-05 3.21529e-05 3.86382e-05
threshold=0.083475000000000008 -1.0000000180025095e-35 -0.07742499999999998 0.113945 0.10274500000000002 0.089855000000000004 0.087005000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
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leaf_count=867 735 480 573 357 196 390 312
internal_value=0 2.0699e-05 7.09779e-05 0.000132475 0.000206673 7.61624e-05 -5.73523e-05
internal_weight=0 0.0081815 0.00684745 0.00580042 0.00459309 0.00335103 0.00225927
internal_count=3910 3175 2308 1828 1471 1275 885
is_linear=0
shrinkage=0.00196078


Tree=9571
num_leaves=7
num_cat=0
split_feature=51 4 42 0 1 1
split_gain=6.80815e-06 1.56143e-05 2.10068e-05 1.87406e-05 4.31597e-05 4.72362e-05
threshold=0.08955500000000001 0.28937500000000005 0.086325000000000013 -0.017269999999999997 0.092550000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0088315402120345901 -0.0074059592942713227 0.012635172310753113 -0.010454349940550188 0.013263992512606773 -0.016113295993809267 0.01966952230101664
leaf_weight=0.0010531693968102059 0.0011018125234574412 0.0010014269236997882 0.001667780004951336 0.0012223197257624626 0.0012462448824991229 0.0012984233196677766
leaf_count=1063 487 404 1136 232 264 324
internal_value=0 0.00101312 -0.000780767 0.0025663 -0.0010681 0.00690522
internal_weight=0 0.00748936 0.00648794 0.00482016 0.00359784 0.00235159
internal_count=3910 3423 3019 1883 1651 1387
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=7
num_cat=0
split_feature=50 133 160 16 4 1
split_gain=2.07348e-05 2.78677e-05 4.48439e-05 3.41417e-05 2.77741e-05 3.53733e-05
threshold=0.08568000000000002 0.090085000000000012 0.087825000000000014 0.05259500000000001 -0.06272999999999998 0.092550000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00023805722580733218 -0.00027178580326903584 -0.00025420861561600296 -0.00029213828958246521 0.00035673964897812158 0.00039584268812001055 -3.6048866570694045e-05
leaf_weight=0.0010392799003104496 0.001001524337340568 0.0011642631308916651 0.0010933548139818467 0.0019020865687025632 0.0011976865721394245 0.0018635378746439523
leaf_count=648 727 617 300 555 547 516
internal_value=0 2.69584e-05 7.30907e-05 0.000139616 3.88998e-05 0.000132926
internal_weight=0 0.00826021 0.00709595 0.00600259 0.0041005 0.00306122
internal_count=3910 3183 2566 2266 1711 1063
is_linear=0
shrinkage=0.00196078


Tree=9573
num_leaves=6
num_cat=0
split_feature=43 15 52 12 0
split_gain=8.24779e-06 2.92705e-05 2.13067e-05 2.55102e-05 1.63332e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.074484999999999982 0.089995000000000006 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01708865658116417 -0.014091682384306302 -0.0034497156773330376 -0.00087377797659149773 -0.012533825710757479 0.013240921950378869
leaf_weight=0.0011058116756768937 0.0012065284813084238 0.0018628435834531351 0.0019036702467200111 0.001070204532123305 0.0014399867676461052
leaf_count=860 427 964 351 601 707
internal_value=0 0.00420074 -0.00231521 0.000903882 0.00520489
internal_weight=0 0.00296866 0.00562039 0.00441386 0.00334366
internal_count=3910 1824 2086 1659 1058
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=7
num_cat=0
split_feature=43 2 2 4 2 3
split_gain=7.19758e-06 2.20329e-05 3.62619e-05 4.40729e-05 3.13591e-05 2.48952e-05
threshold=-0.17307499999999998 0.099015000000000006 0.085355000000000014 -0.0044799999999999987 0.113945 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2
right_child=1 4 3 -5 -6 -7
leaf_value=0.0070759358170864213 -0.0086986718120942979 0.015117693410508932 -0.03007065515770542 -0.00062889276188160645 -0.0049327425998664937 0.012617058823322091
leaf_weight=0.0012145121465784326 0.0010031338040015624 0.0015685401221468926 0.0010314333775462274 0.0010027524604954278 0.0015517002790306246 0.001207411494834126
leaf_count=275 919 495 895 353 556 417
internal_value=0 -0.00123285 -0.00592227 -0.0155573 0.00514658 0.00294409
internal_weight=0 0.00736497 0.00424473 0.00203419 0.00312024 0.00221055
internal_count=3910 3635 2584 1248 1051 1336
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=7
num_cat=0
split_feature=4 4 1 2 1 4
split_gain=7.02712e-06 2.2156e-05 2.54526e-05 3.20045e-05 3.12092e-05 1.90605e-05
threshold=-0.34687499999999999 -0.082054999999999975 0.079355000000000023 0.089910000000000004 0.11097000000000001 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.006516358804545261 0.014071984319564605 -0.013097227518314949 -0.015651454634655095 0.023680003606334474 -4.5876623417792872e-05 0.0022421110164596351
leaf_weight=0.0014056933201560574 0.001129262034191292 0.0013834110429652782 0.001061270481262097 0.0010373962433337023 0.0011908425393391652 0.0013558539727018294
leaf_count=291 662 1499 623 205 356 274
internal_value=0 0.00121717 -0.00119069 0.00235514 0.0110001 -0.0056143
internal_weight=0 0.00715804 0.00602877 0.00464536 0.00222824 0.00241712
internal_count=3910 3619 2957 1458 561 897
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=7
num_cat=0
split_feature=15 3 2 160 3 2
split_gain=7.41555e-06 2.26698e-05 2.46725e-05 3.03533e-05 4.17722e-05 2.79365e-05
threshold=-0.11739999999999999 -0.100615 0.106035 1.0000000180025095e-35 -0.075954999999999981 0.081110000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0066212971793920064 0.01261755837742133 -0.0094116997875375256 -0.013085299313410435 -0.013037965210779746 0.003986790918895154 0.026356969358076483
leaf_weight=0.0014288278623904131 0.0014120834665963013 0.0010717754249832622 0.0013966022071756094 0.0010024541352608796 0.0011772405347761808 0.001061739082773923
leaf_count=614 437 1410 497 427 222 303
internal_value=0 0.00127249 -0.00153324 0.00220728 0.00682334 0.0145949
internal_weight=0 0.00712189 0.00570981 0.00431321 0.00331076 0.00223898
internal_count=3910 3296 2859 2362 1935 525
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=7
num_cat=0
split_feature=160 49 16 0 12 12
split_gain=8.60754e-06 2.68925e-05 2.13815e-05 5.31308e-05 4.23362e-05 1.9128e-05
threshold=-1.0000000180025095e-35 -0.081274999999999986 -0.0017249999999999998 -0.15713499999999997 0.086935000000000012 0.091405000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.0062667489483027115 0.016664843224989939 -0.014317627615455207 -0.018631835577631834 0.025010656789669052 -0.00099094923126839796 0.00035338686003644876
leaf_weight=0.0017623011036235351 0.0010060964215555853 0.0011386636012947655 0.0010493558123825415 0.0012262669698976003 0.0012796603100804563 0.0010736708974160157
leaf_count=1218 228 162 357 610 981 354
internal_value=0 0.00157862 -0.001053 0.00359401 0.0117328 -0.00903051
internal_weight=0 0.00677371 0.00576762 0.00364459 0.00250593 0.00212303
internal_count=3910 2692 2464 1753 1591 711
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=7
num_cat=0
split_feature=1 457 49 42 13 0
split_gain=7.99636e-06 1.9681e-05 1.96704e-05 2.68604e-05 2.0136e-05 3.07411e-05
threshold=0.12730000000000002 0.069705000000000003 -0.006494999999999999 0.088915000000000008 -0.077799999999999994 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.015684256280824063 0.0081734248260275245 0.010820881165886644 0.011949910965840164 -0.014314388633726152 0.0084010644257207084 -0.013585695065864725
leaf_weight=0.0010767219586000076 0.001041392108947335 0.0011554776647238578 0.0015476012039474275 0.0011547610519289982 0.0012806885243576134 0.0012630829006675468
leaf_count=428 345 311 596 902 239 1089
internal_value=0 -0.00117954 -0.00337257 -0.000845711 0.00295573 -0.00251623
internal_weight=0 0.00747833 0.00632286 0.00524613 0.00409137 0.00254377
internal_count=3910 3565 3254 2826 1924 1328
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=7
num_cat=0
split_feature=13 160 52 12 12 2
split_gain=8.67974e-06 2.16147e-05 1.92097e-05 3.28431e-05 2.00492e-05 2.76508e-05
threshold=-0.26418499999999995 -1.0000000180025095e-35 0.089525000000000007 0.096210000000000004 0.085775000000000004 0.090815000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00016168941978206335 -0.0002215309970510202 0.00015021876672237686 0.00024211651389142872 0.00028596042884837303 -0.00033340633912136111 -0.00025211255661757151
leaf_weight=0.0010877018992605245 0.0016897831022931985 0.0015521655926118284 0.0012845394489994317 0.0010127736439727881 0.0011080596726580818 0.0011384468805189008
leaf_count=196 1161 469 448 428 840 368
internal_value=0 -2.53031e-05 2.90904e-05 -2.77824e-05 -0.00011143 -2.00149e-05
internal_weight=0 0.00778577 0.00609599 0.00481145 0.00379867 0.00269061
internal_count=3910 3714 2553 2105 1677 837
is_linear=0
shrinkage=0.00196078


Tree=9580
num_leaves=6
num_cat=0
split_feature=43 43 52 16 0
split_gain=8.14702e-06 2.58245e-05 1.71224e-05 2.18705e-05 2.05974e-05
threshold=-0.049504999999999987 -0.093039999999999984 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0042725733889772627 -0.01288841686138543 0.014557504349210382 -0.010243725783544756 0.012874398525870226 0.0057812804745149514
leaf_weight=0.0016142375469472032 0.0011954914419207525 0.0013271110444384247 0.0018947890306195581 0.0010921284258086509 0.0013908184901766305
leaf_count=602 427 1222 381 228 1050
internal_value=0 0.00422339 -0.00228171 0.000614818 -0.00346024
internal_weight=0 0.00294135 0.00557323 0.00437774 0.00328561
internal_count=3910 1824 2086 1659 1431
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=7
num_cat=0
split_feature=52 52 0 3 47 51
split_gain=7.64615e-06 1.42091e-05 2.18063e-05 2.85319e-05 2.511e-05 1.41185e-06
threshold=-0.081429999999999989 -0.0066199999999999991 -0.083424999999999985 -0.083144999999999983 0.087850000000000025 -0.086654999999999982
decision_type=2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1
right_child=1 2 3 -5 -6 -7
leaf_value=0.0080096033728458381 -0.011714497722503787 0.012756757166296144 0.0048280994081261255 -0.018009175506008581 -0.0057223906717186615 0.0027098561542278354
leaf_weight=0.0010045800884681607 0.0011629348145026511 0.00196226386082379 0.0010418535039105404 0.0011519479631524573 0.0011760336839352209 0.0010060740533519364
leaf_count=408 527 1036 459 715 202 563
internal_value=0 -0.00169918 0.000485163 -0.00716357 0.00583195 0.00535776
internal_weight=0 0.00649503 0.0053321 0.0021938 0.0031383 0.00201065
internal_count=3910 2939 2412 1174 1238 971
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=6
num_cat=0
split_feature=13 16 4 4 2
split_gain=1.50338e-05 2.62587e-05 4.12614e-05 4.4871e-05 3.15204e-05
threshold=-0.23438999999999996 0.22945500000000005 0.0057500000000000008 0.26048500000000002 0.087005000000000013
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00020209572282830143 -3.3346184652739058e-05 0.00022140894130600857 0.00028023791999281822 -0.00018875216898262928 -0.00040614678748387485
leaf_weight=0.0011978414445675449 0.0016519609415046558 0.0013014098648550746 0.0018189833363321691 0.0013788972746767629 0.0018467376532862645
leaf_count=210 1251 527 404 416 1102
internal_value=0 -3.34473e-05 -8.29759e-05 7.80136e-05 -0.000230124
internal_weight=0 0.00799799 0.00669658 0.00319788 0.0034987
internal_count=3910 3700 3173 820 2353
is_linear=0
shrinkage=0.00196078


Tree=9583
num_leaves=6
num_cat=0
split_feature=48 2 4 12 2
split_gain=7.77163e-06 2.78695e-05 2.99915e-05 2.96364e-05 2.33114e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.089745000000000005 0.085805000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.01674714499026406 0.0058147706770416661 0.013206159455142676 0.0024673090828898642 0.011650615321200266 -0.015932776748241385
leaf_weight=0.0014584249899795704 0.0017948776343347291 0.0010697576006839377 0.001474853247309108 0.0014196314009181578 0.0012914602232205947
leaf_count=674 483 484 606 906 757
internal_value=0 -0.00159293 -0.00439775 -9.50919e-05 -0.00612282
internal_weight=0 0.00671413 0.00564437 0.00418594 0.00276631
internal_count=3910 3427 2943 2269 1363
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=6
num_cat=0
split_feature=2 160 1 12 16
split_gain=8.36008e-06 2.96148e-05 1.86267e-05 1.812e-05 3.56323e-05
threshold=0.086545000000000025 0.084835000000000008 0.090355000000000005 0.089995000000000006 -0.033174999999999989
decision_type=2 2 2 2 2
left_child=2 3 -1 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.014703850798297053 0.013066136477738619 0.016088238348610312 0.0016727717836012839 -0.010285372023068475 -0.010009496171285834
leaf_weight=0.0010900196661430194 0.001575701875555591 0.0012124689878574577 0.0019141535500013847 0.0015422676462713506 0.0011631299819181388
leaf_count=902 576 345 708 863 516
internal_value=0 0.00229171 -0.00426924 -0.00161566 0.00326635
internal_weight=0 0.00549357 0.00300417 0.0042811 0.00273883
internal_count=3910 2300 1610 1955 1092
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=6
num_cat=0
split_feature=43 2 12 2 0
split_gain=8.04917e-06 1.91169e-05 3.0483e-05 2.64561e-05 2.15354e-05
threshold=-0.17307499999999998 0.099015000000000006 0.090480000000000019 0.113945 -0.10209999999999998
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=0.007525256854379922 -0.0099774034770926789 0.013936890744854101 -0.020634276960571459 -0.0045977104133475164 0.0066037722758070412
leaf_weight=0.0012106120502410932 0.0014178616616152097 0.0015455011975555185 0.0010281106444712945 0.0015350172033202351 0.001750156043831614
leaf_count=275 280 495 802 556 1502
internal_value=0 -0.001281 -0.00567267 0.00470113 -0.000817213
internal_weight=0 0.00727665 0.00419613 0.00308052 0.00316802
internal_count=3910 3635 2584 1051 1782
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=7
num_cat=0
split_feature=50 42 51 16 13 48
split_gain=1.33427e-05 2.68456e-05 2.54041e-05 3.84265e-05 3.29178e-05 2.60213e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.077944999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00023487331298841993 -0.00021588773129926621 -0.00020901313132978662 0.00013507020762413852 1.0306710456548002e-05 0.00043461333056169898 -0.00024956209942607907
leaf_weight=0.0013003711427250434 0.001010269897087873 0.001040977760372412 0.0014436870942066316 0.0011199071823588722 0.001888124131363308 0.0012720878875408358
leaf_count=860 779 473 517 631 508 142
internal_value=0 2.31465e-05 7.27448e-05 0.000123988 0.000276642 -4.50942e-05
internal_weight=0 0.00806516 0.00676478 0.00572381 0.00300803 0.00271577
internal_count=3910 3131 2271 1798 1139 659
is_linear=0
shrinkage=0.00196078


Tree=9587
num_leaves=7
num_cat=0
split_feature=52 0 15 2 12 3
split_gain=8.29333e-06 1.52923e-05 1.42663e-05 3.82183e-05 5.81931e-05 4.59803e-05
threshold=-0.048794999999999991 -0.14674999999999996 -0.11739999999999999 0.106035 0.091405000000000014 -0.060719999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0053977914902668227 -0.012089441376314887 0.010014375313421645 -0.017383966224610792 -0.015054351994994532 0.025566037964264734 0.010820290426035989
leaf_weight=0.001008315838756154 0.001163715096659159 0.0017808066679895129 0.0011336838375629137 0.0011916905773279147 0.0010306235537359929 0.0011792941858704278
leaf_count=140 467 1050 1122 309 651 171
internal_value=0 0.00444261 -0.00221222 0.000322188 0.00580253 -0.00300375
internal_weight=0 0.00278912 0.00569901 0.00453529 0.0033436 0.00231298
internal_count=3910 1190 2720 2253 1944 1293
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=6
num_cat=0
split_feature=52 12 1 48 52
split_gain=7.32377e-06 1.95117e-05 2.7639e-05 3.8459e-05 3.37282e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.083775000000000002 0.0033900000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.01218471500614508 -0.0073121803972538233 0.010579650567005312 -0.015007281007171542 0.015718619635336068 0.010124711108930644
leaf_weight=0.0019395180643132191 0.0011853688195074584 0.0016901315098029075 0.0012176111782869099 0.0013967768763527358 0.0010416013297602318
leaf_count=1141 647 696 392 407 627
internal_value=0 0.0011635 -0.00168067 0.00202582 -0.00438981
internal_weight=0 0.00728564 0.00559551 0.0043779 0.00298112
internal_count=3910 3263 2567 2175 1768
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=7
num_cat=0
split_feature=2 52 3 3 4 4
split_gain=7.98554e-06 3.21099e-05 3.93434e-05 2.47351e-05 2.22371e-05 1.92551e-05
threshold=0.10946500000000002 0.098910000000000012 0.090325000000000003 -0.018854999999999997 -0.078484999999999985 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.0090780181775481431 0.014748782950909149 -0.017489108361295368 0.018096608269482076 -0.015335922211525932 0.0093044840532036134 -0.0034595387329192672
leaf_weight=0.0010953986220422656 0.0010795650806877948 0.0010888624182048539 0.0011074053079072332 0.0011824784994356212 0.0016482632281904603 0.0012570027930338908
leaf_count=868 353 599 181 299 1196 414
internal_value=0 -0.00191839 0.00144989 -0.00324548 0.00196533 0.00495326
internal_weight=0 0.00612241 0.00503355 0.00392614 0.00274366 0.00233657
internal_count=3910 3143 2544 2363 2064 767
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=6
num_cat=0
split_feature=15 16 0 52 3
split_gain=7.1866e-06 2.44089e-05 2.23349e-05 2.52303e-05 3.22297e-05
threshold=-0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.083750000000000005 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0076973022994856104 -0.015248956070339395 0.010349174345068509 -0.021407261051669995 0.0064915579748516077 0.00082022088008836696
leaf_weight=0.0010562371822118444 0.001049265562493633 0.0018828034263066989 0.0011537584502071163 0.0018020316990552069 0.0015010430699740744
leaf_count=459 298 340 1323 1006 484
internal_value=0 -0.00112119 0.00121708 -0.00264081 -0.00883969
internal_weight=0 0.0073889 0.00633964 0.00445683 0.0026548
internal_count=3910 3451 3153 2813 1807
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=8
num_cat=0
split_feature=133 40 48 3 3 2 15
split_gain=2.11965e-05 2.43371e-05 5.00887e-05 3.77221e-05 5.14958e-05 3.18548e-05 3.00358e-05
threshold=-0.085714999999999986 -0.012844999999999997 0.10288500000000002 0.10420500000000001 -0.10628499999999998 0.088300000000000003 -0.064869999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.00016580064747299123 0.00016068588603005711 0.00015584765063567007 -0.00054436321525378915 0.00020879915590997484 -0.00039155835138396248 -0.00053349732392123138 7.5347709884878903e-05
leaf_weight=0.0011432735082669053 0.0010436037417419913 0.0013444024397918438 0.0011021805443043129 0.0012815754539476955 0.0010117183540811602 0.0013365460912345543 0.0011118528917307769
leaf_count=604 368 413 200 218 316 862 929
internal_value=0 -0.000119122 -0.000159745 -9.00908e-05 -0.000169818 -0.000296353 -0.000147097
internal_weight=0 0.00823188 0.00718828 0.0060861 0.00480452 0.00346012 0.00212357
internal_count=3910 3306 2938 2738 2520 2107 1245
is_linear=0
shrinkage=0.00196078


Tree=9592
num_leaves=6
num_cat=0
split_feature=0 16 4 4 15
split_gain=6.91092e-06 1.57526e-05 1.87639e-05 3.44629e-05 3.23975e-05
threshold=0.10302000000000001 0.081265000000000018 -0.082054999999999975 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013157534534043372 0.0071063078625588473 -0.010493630291408542 -0.013511881815745941 -0.0035345584422831811 0.017228681186666261
leaf_weight=0.0010568332514300713 0.0011515765123589284 0.0014665815092193783 0.001604276587404696 0.0019484373871615857 0.0012232950871584811
leaf_count=643 210 587 1572 530 368
internal_value=0 -0.00122919 0.00110022 -0.00156782 0.00447355
internal_weight=0 0.00729942 0.00583284 0.00477601 0.00317173
internal_count=3910 3700 3113 2470 898
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=7
num_cat=0
split_feature=4 12 52 16 43 15
split_gain=9.84938e-06 1.58097e-05 2.66061e-05 2.74336e-05 2.26876e-05 1.18806e-05
threshold=0.27020000000000005 0.10129000000000001 -0.092854999999999979 -0.094359999999999986 -0.0037249999999999996 -0.0089749999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.00025634083517603789 0.00015426535887038399 -0.00025240197058526328 -0.00013060409632732395 -3.3661204624971476e-05 0.00014847934733986599 0.00043913702625345284
leaf_weight=0.0012230322707837971 0.0012819524929956558 0.0010707010832222185 0.0018279802483380132 0.0013529013206631541 0.0011101700596275823 0.0010539743003350527
leaf_count=631 472 442 474 1285 179 427
internal_value=0 -3.14666e-05 4.5495e-06 6.42456e-05 0.000165519 0.000290034
internal_weight=0 0.00763876 0.00656806 0.00534503 0.00351705 0.00216414
internal_count=3910 3438 2996 2365 1891 606
is_linear=0
shrinkage=0.00196078


Tree=9594
num_leaves=7
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split_feature=4 12 4 1 12 16
split_gain=7.01106e-06 1.43954e-05 2.56233e-05 2.93883e-05 5.39398e-05 3.36079e-05
threshold=0.27020000000000005 0.10129000000000001 0.055260000000000011 0.094485000000000013 0.088285000000000016 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0048882199175726941 0.0069145734578335994 -0.012311908319570989 -0.011987963956014397 0.016971037198388005 0.017206494107157591 -0.018654131190084002
leaf_weight=0.0010311396590759934 0.001223279345323406 0.0010151463875788065 0.0012939757946142374 0.0012639106529440144 0.0011501069556401088 0.0014720110763221475
leaf_count=393 472 442 333 511 882 877
internal_value=0 -0.00127174 0.000532655 0.00382751 -0.000719725 -0.00895617
internal_weight=0 0.00722629 0.00621114 0.00491717 0.00365326 0.00250315
internal_count=3910 3438 2996 2663 2152 1270
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=7
num_cat=0
split_feature=51 160 43 49 12 3
split_gain=8.39017e-06 1.31447e-05 2.33749e-05 2.93476e-05 3.51441e-05 4.72405e-05
threshold=0.08955500000000001 -0.026849999999999995 -0.15109999999999998 -0.031434999999999998 0.089995000000000006 -0.010319999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.010043591860410241 -0.0083011025333275031 0.012137080237691635 0.009917512053345498 0.012846194869597842 -0.02118196344249049 -0.015416284352286739
leaf_weight=0.0013509329072527209 0.0010816897306936734 0.0011224465405926662 0.0011730170185365735 0.0012151965142892089 0.0013385593696031419 0.001152151605567362
leaf_count=888 487 238 283 893 831 290
internal_value=0 0.00113166 -0.000874455 -0.00386789 -0.00823133 -0.000908715
internal_weight=0 0.0073523 0.00600137 0.00487892 0.00370591 0.00236735
internal_count=3910 3423 2535 2297 2014 1183
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=7
num_cat=0
split_feature=13 47 42 160 52 16
split_gain=8.39074e-06 1.94206e-05 2.28862e-05 3.59467e-05 3.14416e-05 1.76668e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.0060199999999999993 -1.0000000180025095e-35 -0.031409999999999993 -0.114825
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.0081291995698128828 -0.012700949263483625 -0.014033273157100075 -0.010757970780211658 -0.0041502799409321904 0.023197915004556841 0.0066759864180735611
leaf_weight=0.0010867396478163533 0.001048167060014182 0.001027713063067346 0.0013256694650140661 0.0013401927759562763 0.0012608181591329426 0.0013298131714146089
leaf_count=210 994 219 922 639 299 627
internal_value=0 -0.00128641 0.00079144 0.00348188 0.00828427 0.0147169
internal_weight=0 0.00733237 0.00630466 0.00525649 0.00393082 0.00259063
internal_count=3910 3700 3481 2487 1565 926
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=7
num_cat=0
split_feature=52 160 47 15 1 51
split_gain=8.02879e-06 1.5409e-05 1.92394e-05 2.75438e-05 1.618e-05 2.4689e-06
threshold=-0.081429999999999989 0.043720000000000009 0.09550500000000002 -0.10192499999999999 0.076710000000000014 -0.087719999999999979
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0089741342537049892 -0.016787649213381915 -0.013050017227250835 0.012392800084789666 -0.0042554786026087468 0.0099331091254272839 0.0019558002192815427
leaf_weight=0.0010006740772147539 0.0010415594863913036 0.0010218729599828303 0.0010634998265368545 0.0018579248569796029 0.0014164422964099194 0.0010042419180750102
leaf_count=403 381 277 255 1295 731 568
internal_value=0 -0.00179303 0.000345338 -0.00262331 0.00188229 0.00545872
internal_weight=0 0.0064013 0.00537943 0.00431593 0.00327437 0.00200492
internal_count=3910 2939 2662 2407 2026 971
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=7
num_cat=0
split_feature=15 16 48 0 52 3
split_gain=7.9429e-06 2.66181e-05 1.95901e-05 3.0386e-05 1.93272e-05 4.57009e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.091555000000000011 -0.10575999999999998 0.086635000000000004 -0.075679999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.0080874620072074379 -0.016019961225155397 0.011027954965740112 0.01392378715112441 -0.026950101205310197 0.0032097499177522215 0.00094792621850591874
leaf_weight=0.0010479259421830927 0.0010426382513367641 0.001464865785729534 0.0010190519487048456 0.0010570762795543216 0.0014452549534865098 0.0013209606987864774
leaf_count=459 298 260 353 1357 792 391
internal_value=0 -0.00121863 0.00122817 -0.00121834 -0.00591041 -0.0114532
internal_weight=0 0.00734985 0.00630721 0.00528816 0.00382329 0.00237804
internal_count=3910 3451 3153 2800 2540 1748
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=7
num_cat=0
split_feature=4 151 12 16 16 15
split_gain=8.87459e-06 1.68196e-05 2.45256e-05 4.158e-05 5.49724e-05 2.61521e-05
threshold=0.27020000000000005 -0.016164999999999995 0.086865000000000012 -0.085924999999999987 0.022165000000000004 0.088190000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.0001771466442150349 0.00014648905201588449 -0.00049006821536633802 -8.7116376821655135e-05 0.00027536476607808742 -0.00034477133523310214 0.00029726994108154143
leaf_weight=0.0012385761176417218 0.0012578051940833768 0.0011462033561905516 0.001784647304176711 0.0011181040157283821 0.0010808427767234445 0.0010999088592113771
leaf_count=561 472 348 1037 495 254 743
internal_value=0 -3.15424e-05 -7.30335e-05 -0.000187279 -2.94492e-05 5.94538e-05
internal_weight=0 0.00746828 0.00622971 0.00334515 0.00219895 0.00288456
internal_count=3910 3438 2877 1097 749 1780
is_linear=0
shrinkage=0.00196078


Tree=9600
num_leaves=6
num_cat=0
split_feature=43 3 4 48 4
split_gain=1.95093e-05 4.02708e-05 3.30004e-05 3.74122e-05 3.77019e-05
threshold=-0.053009999999999995 -0.075954999999999981 -0.34687499999999999 0.086125000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.2235999924315451e-05 -0.00038280177087923891 0.0003993685213923994 0.00032385012780389527 -0.00026414460929596601 -8.1315747128650427e-05
leaf_weight=0.001993540807296018 0.0010633250006489396 0.0012260534142604497 0.0016469437603184986 0.0014835031913049269 0.001903572899352149
leaf_count=1248 224 550 1044 307 537
internal_value=0 0.000119739 -6.89365e-05 -2.63942e-06 0.000106625
internal_weight=0 0.00321959 0.00609734 0.00503402 0.00355052
internal_count=3910 1798 2112 1888 1581
is_linear=0
shrinkage=0.00196078


Tree=9601
num_leaves=6
num_cat=0
split_feature=0 47 49 13 4
split_gain=7.80513e-06 2.31433e-05 2.0206e-05 4.22421e-05 2.05401e-05
threshold=-0.017269999999999997 0.09252500000000001 -0.07107999999999999 -0.014114999999999997 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010481964168303666 0.0059156975481221598 -0.012075555551436178 -0.0086267367913811215 0.0043049302581268196 0.022323150544674302
leaf_weight=0.0010727678257007713 0.0017351488269546434 0.0016054442360417228 0.001452449849274139 0.0013493336920998096 0.0011912035022755771
leaf_count=315 446 387 1738 773 251
internal_value=0 -0.00161306 0.00170272 0.0049763 0.0127533
internal_weight=0 0.0066712 0.00506575 0.00399299 0.00254054
internal_count=3910 3464 3077 2762 1024
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=7
num_cat=0
split_feature=51 52 43 2 4 4
split_gain=8.22979e-06 1.43182e-05 1.59179e-05 2.28293e-05 1.54864e-05 1.40308e-05
threshold=0.08955500000000001 -0.048794999999999991 -0.0037249999999999996 0.106035 -0.0065549999999999992 -0.0031049999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00096245429878079639 -0.0082085512127578822 -0.0092948901533874712 0.017717149566815867 -0.0083841149171732365 0.00019891855413950031 0.014888761457816655
leaf_weight=0.0010133712928082998 0.0010783227327479722 0.0018180982425269709 0.0010057942982741664 0.0012233826677729535 0.0010127320370515046 0.001243821951045614
leaf_count=699 487 1480 418 230 269 327
internal_value=0 0.0011492 -0.00180528 0.00239497 0.00892793 0.00777233
internal_weight=0 0.0073172 0.00506001 0.00324191 0.00201853 0.00225719
internal_count=3910 3423 2397 917 687 1026
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=7
num_cat=0
split_feature=13 3 2 42 4 16
split_gain=1.06751e-05 2.10572e-05 1.68043e-05 3.62978e-05 2.17772e-05 2.71957e-05
threshold=-0.23438999999999996 0.11265500000000002 0.10251500000000001 -0.087904999999999983 -0.034289999999999994 -0.057604999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0001720543151457035 0.00028880062861686524 -0.00028734616529710316 0.0002003962589278215 -0.00030447816884602679 -0.00020603074435569381 0.00019614244246258955
leaf_weight=0.0011441611194343499 0.0010275014531939174 0.0010612583884540023 0.0014059405479108717 0.0015752752837778724 0.0013405595812576421 0.0012485064187339389
leaf_count=210 406 138 758 1231 543 624
internal_value=0 -3.09972e-05 1.02368e-05 -4.1258e-05 -0.000122696 -1.20937e-05
internal_weight=0 0.00765904 0.00659778 0.00519184 0.00416434 0.00258907
internal_count=3910 3700 3562 2804 2398 1167
is_linear=0
shrinkage=0.00196078


Tree=9604
num_leaves=7
num_cat=0
split_feature=43 43 52 12 2 3
split_gain=8.33018e-06 2.72797e-05 1.95844e-05 2.127e-05 1.95641e-05 3.72339e-05
threshold=-0.049504999999999987 -0.093039999999999984 -0.074484999999999982 0.089995000000000006 0.086650000000000019 0.10666500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.0045290724332449229 -0.013725537569908842 0.014949657607677427 -0.0056620689702230323 -0.011686453832898541 0.023950494804504469 -0.0026370760074387782
leaf_weight=0.0015892702160696201 0.0011849204289368252 0.0013129622375983262 0.0011630532285110988 0.0010371470818894271 0.0010408003907056906 0.0010663982923150104
leaf_count=602 427 1222 549 601 304 205
internal_value=0 0.00428305 -0.00234036 0.00079158 0.00474894 0.0104952
internal_weight=0 0.00290223 0.00549232 0.0043074 0.00327025 0.0021072
internal_count=3910 1824 2086 1659 1058 509
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=7
num_cat=0
split_feature=3 43 52 0 0 3
split_gain=1.70996e-05 1.88656e-05 4.8934e-05 3.39866e-05 3.84706e-05 2.14022e-05
threshold=0.15165000000000003 -0.053009999999999995 -0.07125999999999999 -0.15137999999999999 -0.076734999999999984 -0.076734999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-4.4126538474708803e-05 0.00023158786780697724 -0.00048189448242224404 0.00023116847090631282 -0.00036082284942481896 0.00013942019895809226 0.00028807199543180316
leaf_weight=0.0019402741912093017 0.0010450917373053875 0.0010692722203469078 0.0014358944851423274 0.0013993900515949689 0.0010232278861550877 0.0012110107798920624
leaf_count=1226 209 395 196 902 418 564
internal_value=0 -3.49515e-05 -0.000110722 -7.86307e-06 -0.000149538 8.35344e-05
internal_weight=0 0.00807907 0.00492778 0.00385851 0.00242262 0.00315128
internal_count=3910 3701 1911 1516 1320 1790
is_linear=0
shrinkage=0.00196078


Tree=9606
num_leaves=7
num_cat=0
split_feature=13 3 16 52 12 3
split_gain=8.77736e-06 1.90983e-05 1.77277e-05 5.90691e-05 2.87389e-05 2.42734e-05
threshold=-0.23438999999999996 0.11265500000000002 0.22945500000000005 0.086950000000000013 0.088965000000000002 -0.016619999999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010900411834713249 0.0012015758865894603 0.0010102861376386591 0.0010961602912935723 0.0011460961978425029 0.0011534417730413023 0.0016976604681291942
leaf_count=210 994 138 502 1006 685 375
internal_value=0 -0.00129686 0.0007515 -0.00168528 0.00398323 0.00929476
internal_weight=0 0.00730522 0.00629493 0.00519877 0.00405268 0.00289924
internal_count=3910 3700 3562 3060 2054 1369
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=7
num_cat=0
split_feature=13 48 1 43 3 0
split_gain=1.37093e-05 1.71392e-05 2.76645e-05 3.13042e-05 3.49637e-05 3.03199e-05
threshold=-0.23438999999999996 0.10911000000000001 0.11198000000000001 -0.073139999999999983 -0.078669999999999976 -0.17106499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
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leaf_value=0.00019481666626849805 0.00013688282105518929 -0.00027054309052332998 0.00025427231925980094 9.8174667779798836e-05 -7.2472205832514275e-05 -0.000531469607254731
leaf_weight=0.0011627456300249217 0.0019611863531145807 0.001018581806083464 0.0013416780845405081 0.0011840939688348875 0.0010306915336289746 0.0011946155313496288
leaf_count=210 1294 199 394 1015 140 658
internal_value=0 -3.35431e-05 2.42154e-06 -6.04957e-05 -0.000174034 -0.000318877
internal_weight=0 0.00773085 0.00671227 0.00537059 0.0034094 0.00222531
internal_count=3910 3700 3501 3107 1813 798
is_linear=0
shrinkage=0.00196078


Tree=9608
num_leaves=7
num_cat=0
split_feature=4 16 2 16 0 15
split_gain=1.93292e-05 2.98747e-05 2.57481e-05 4.73287e-05 3.57438e-05 7.71885e-06
threshold=0.25367000000000006 -0.092424999999999993 0.106285 0.26538000000000006 -0.077944999999999987 -0.0039399999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00025418729906616366 0.00017856051542299917 -0.00020125060735484186 0.00026894754369722267 -0.0003971804787823301 0.00034316982557362996 3.789577464398891e-05
leaf_weight=0.0019834472364170701 0.0018035958206646758 0.0010496786928671086 0.0012893579273358701 0.0011048308710898502 0.0011903642399522956 0.0010261902132780944
leaf_count=576 534 675 481 251 563 830
internal_value=0 -4.71067e-05 2.54556e-05 -4.63687e-05 7.22964e-05 -8.30304e-05
internal_weight=0 0.00764387 0.00566042 0.00437106 0.00326623 0.00207587
internal_count=3910 3376 2800 2319 2068 1505
is_linear=0
shrinkage=0.00196078


Tree=9609
num_leaves=7
num_cat=0
split_feature=4 16 2 16 12 4
split_gain=9.03196e-06 1.3461e-05 1.79162e-05 2.7557e-05 2.76981e-05 1.38832e-05
threshold=0.27020000000000005 -0.092424999999999993 0.106285 0.25185000000000007 0.088285000000000016 0.15045000000000003
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.015510562942270665 0.0079404217619618231 -0.0041853669772579372 0.012434209183548931 -0.015890354159975164 0.016220857886884821 0.00059209752302140991
leaf_weight=0.0011502189783671164 0.0012113290229563553 0.0018338656273192383 0.0011442863593898196 0.0010233086512657112 0.0010437225718361548 0.0010017058083330542
leaf_count=485 472 1116 481 277 926 153
internal_value=0 -0.00139295 0.00143151 -0.00179601 0.00321612 -0.00801489
internal_weight=0 0.00719711 0.00504518 0.0039009 0.00287759 0.00215192
internal_count=3910 3438 2800 2319 2042 638
is_linear=0
shrinkage=0.1


Tree=9610
num_leaves=6
num_cat=0
split_feature=3 15 3 15 3
split_gain=1.09698e-05 2.36833e-05 8.78714e-05 2.01689e-05 4.14988e-05
threshold=-0.10628499999999998 0.088190000000000004 -0.050194999999999997 -0.017214999999999998 0.10420500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00012798701436286285 -0.00053259196730277489 0.0002069187682250931 0.00016101935344380044 0.00021272342438035988 -0.00029544340350762455
leaf_weight=0.001793382296921559 0.0013579645795918456 0.0012107055788036026 0.0015891953404382096 0.0015984973237429066 0.0014778288071949745
leaf_count=505 1600 837 487 220 261
internal_value=0 -4.33233e-05 -9.36213e-05 3.41471e-05 -5.89247e-05
internal_weight=0 0.00723419 0.00602349 0.00466552 0.00306702
internal_count=3910 3405 2568 968 748
is_linear=0
shrinkage=0.00196078


Tree=9611
num_leaves=6
num_cat=0
split_feature=0 1 2 3 48
split_gain=7.57171e-06 1.56544e-05 2.25717e-05 3.39554e-05 4.22563e-05
threshold=0.10302000000000001 0.076710000000000014 0.11542500000000001 -0.074234999999999982 0.08407000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0091280843726351309 0.0075055512860296757 0.011261204079038464 0.01378278432155867 -0.017958330716913804 0.0067022169143373918
leaf_weight=0.0018696275563494539 0.0011453513060986943 0.0013370780169938549 0.0011698307752516044 0.0017231670492069673 0.0011643486175076994
leaf_count=1929 210 711 383 463 214
internal_value=0 -0.00124269 0.00149027 -0.00191365 -0.00801432
internal_weight=0 0.00726405 0.00539442 0.00422459 0.00288752
internal_count=3910 3700 1771 1388 677
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=7
num_cat=0
split_feature=50 42 3 3 3 49
split_gain=1.10824e-05 2.41294e-05 2.37125e-05 2.83682e-05 2.64165e-05 2.33879e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 0.0021050000000000005 -0.014989999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.00022642990995364203 -0.00020049593337809654 0.00030160089101377265 -0.00028330103420448312 0.00032984556267973191 -0.00024284392016532256 0.00011126781724475579
leaf_weight=0.0012973363603096281 0.0010043501466445717 0.0013161198839224285 0.0010371769801425746 0.0011662331623147029 0.0011201246391731598 0.0019929202061753737
leaf_count=860 779 293 936 530 186 326
internal_value=0 1.81292e-05 6.59652e-05 7.63214e-06 7.81462e-05 -1.61474e-05
internal_weight=0 0.00792991 0.00663257 0.00531645 0.00427928 0.00311304
internal_count=3910 3131 2271 1978 1042 512
is_linear=0
shrinkage=0.00196078


Tree=9613
num_leaves=7
num_cat=0
split_feature=4 42 150 2 12 13
split_gain=1.60786e-05 1.87127e-05 2.00746e-05 4.51565e-05 2.67991e-05 2.82273e-05
threshold=0.27020000000000005 0.092145000000000019 0.086420000000000011 0.106035 0.090840000000000018 -0.0024749999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00017037770630853161 0.00019291993583577796 -0.00026817139781372607 -0.00024095226351419167 -0.00027764960422493716 0.0004242514252815816 0.00020592813760541317
leaf_weight=0.0012634967814511948 0.0013179399166469655 0.0011846972404544248 0.001110052801155662 0.0012592574621334346 0.0010086653092962802 0.0019479006299819033
leaf_count=1206 472 698 276 348 509 401
internal_value=0 -4.12937e-05 -5.03616e-07 4.82088e-05 0.000145444 5.78738e-05
internal_weight=0 0.00777407 0.00658937 0.00547932 0.00422006 0.0032114
internal_count=3910 3438 2740 2464 2116 1607
is_linear=0
shrinkage=0.00196078


Tree=9614
num_leaves=7
num_cat=0
split_feature=51 4 13 1 0 16
split_gain=7.56004e-06 1.25151e-05 1.86296e-05 2.79132e-05 2.38249e-05 1.68706e-05
threshold=0.08955500000000001 0.27020000000000005 -0.017604999999999999 0.092550000000000007 -0.06402999999999999 -0.029944999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014817576570071623 -0.0078633929991218099 0.011086881581104368 0.017576464299070418 -0.0082428128483030445 0.0044746135319157221 0.00060167371195275516
leaf_weight=0.0015749731032402414 0.0010812827215810053 0.001070314197180601 0.0013723999577693552 0.0012215627639126148 0.001078456942356097 0.0010211232820099604
leaf_count=1524 487 449 583 331 189 347
internal_value=0 0.0010931 -0.000613287 0.00405722 -0.00697648 0.0103347
internal_weight=0 0.00733883 0.00626852 0.00361509 0.00265343 0.00239352
internal_count=3910 3423 2974 1261 1713 930
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=6
num_cat=0
split_feature=43 3 13 4 1
split_gain=1.04513e-05 2.53859e-05 1.93424e-05 2.90511e-05 1.20901e-05
threshold=-0.049504999999999987 -0.076734999999999984 -0.09547499999999999 0.0057500000000000008 0.086145000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.903825658055773e-05 0.00011143677909266333 0.00030752586039994813 -0.00014847231214585316 3.5930317580393518e-05 -0.00045158849401565786
leaf_weight=0.0018692321178160084 0.0017805931985372383 0.0011880012399235799 0.0010177937151536606 0.0019567547791851459 0.0010059063719343505
leaf_count=1237 401 587 788 428 469
internal_value=0 8.34038e-05 -5.84337e-05 -0.000134423 -0.00029914
internal_weight=0 0.00305723 0.00576105 0.00398045 0.0020237
internal_count=3910 1824 2086 1685 1257
is_linear=0
shrinkage=0.00196078


Tree=9616
num_leaves=8
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split_feature=50 4 48 52 13 12 2
split_gain=1.40637e-05 2.09275e-05 1.89294e-05 2.95842e-05 4.69119e-05 3.08914e-05 2.16058e-05
threshold=0.07992500000000001 0.27608500000000008 0.091555000000000011 -0.092084999999999986 -0.0024749999999999993 0.089855000000000004 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00033465985078210125 -0.00022310930943583368 0.00028638911853578472 0.00021779475904443838 -0.00043965227268227461 0.00039497061899460397 3.1859688063354415e-05 3.2415951581508144e-05
leaf_weight=0.0011995052405314368 0.001008669882469883 0.0010103630122177132 0.0011247058721171833 0.0010716817741166706 0.0011084044530841695 0.0010651767402781349 0.0014701493061607864
leaf_count=554 755 410 323 908 150 484 326
internal_value=0 2.24967e-05 -1.53785e-05 -5.97158e-05 1.02244e-05 -0.000204614 0.000188262
internal_weight=0 0.00804999 0.00703962 0.00591492 0.00471541 0.00213686 0.00257855
internal_count=3910 3155 2745 2422 1868 1392 476
is_linear=0
shrinkage=0.00196078


Tree=9617
num_leaves=8
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split_feature=50 42 51 47 1 43 43
split_gain=2.00774e-05 2.03754e-05 2.52934e-05 3.44377e-05 4.09194e-05 6.37655e-05 3.1838e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.07742499999999998 0.08801500000000001 0.10031000000000002 -0.077544999999999989 0.013605000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00019251852825010094 -0.00026385702230306683 -0.00020610252118920797 0.00047452806350098685 -0.00017043049249987598 0.00051758623211916959 -0.00029539599300372189 0.00016877437259827752
leaf_weight=0.0013443629502785165 0.0010158005154394687 0.0010675853949777105 0.0011281178654589962 0.0012220209043316919 0.0011642563357534821 0.001309846340318169 0.0010033102113298905
leaf_count=869 727 480 362 220 525 535 192
internal_value=0 2.83051e-05 7.13597e-05 0.00012219 0.000199833 9.23301e-05 -9.40664e-05
internal_weight=0 0.0082395 0.00689514 0.00582755 0.00460553 0.00344127 0.00231316
internal_count=3910 3183 2314 1834 1614 1089 727
is_linear=0
shrinkage=0.00196078


Tree=9618
num_leaves=7
num_cat=0
split_feature=50 42 160 43 47 4
split_gain=1.285e-05 2.58361e-05 2.18311e-05 2.44833e-05 3.05441e-05 6.15255e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 -0.074254999999999988 0.077735000000000012 -0.06272999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00023259860044170578 -0.00021483651989200658 0.00032459087467541812 -0.00016568451512659883 -0.0001855104526249593 -0.00023884471333035159 0.00040785996050125747
leaf_weight=0.0013009340504161991 0.0010067280438743548 0.0016230154154798378 0.0012377552988641688 0.0011941651983922662 0.0010987046864324251 0.0015359723515233144
leaf_count=860 779 719 284 586 156 526
internal_value=0 2.02308e-05 6.93988e-05 0.000122771 3.72206e-05 0.000148319
internal_weight=0 0.00799055 0.00668961 0.00545186 0.00382884 0.00273014
internal_count=3910 3131 2271 1987 1268 1112
is_linear=0
shrinkage=0.00196078


Tree=9619
num_leaves=7
num_cat=0
split_feature=1 42 133 3 2 2
split_gain=8.30394e-06 1.64678e-05 2.31265e-05 2.49251e-05 3.15347e-05 3.66978e-05
threshold=0.12730000000000002 0.092145000000000019 0.065880000000000008 -0.100615 0.089910000000000004 0.10796500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.010487482551186804 0.0082842672739876725 -0.012501438740780838 0.01215946653847616 -0.016593771553459546 0.015573178404634628 -0.010875726296814861
leaf_weight=0.0011393043519479723 0.0010433760346036641 0.0011056226208087071 0.0013821911244477807 0.0016810836162860308 0.0010059158529280912 0.0010963544173495387
leaf_count=369 345 721 890 1007 345 233
internal_value=0 -0.00124427 0.0007298 -0.00247944 -0.00638425 0.00177982
internal_weight=0 0.00741047 0.00630485 0.00492266 0.00378335 0.00210227
internal_count=3910 3565 2844 1954 1585 578
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=6
num_cat=0
split_feature=4 0 3 15 1
split_gain=8.27385e-06 1.8504e-05 4.0989e-05 3.14314e-05 3.04165e-05
threshold=-0.34687499999999999 -0.060094999999999989 -0.089974999999999986 0.084955000000000017 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=-0.0071435970826277664 -0.018999617570212242 0.012229087695495378 -0.010620372394912429 0.01835855242459784 0.0074838670231244563
leaf_weight=0.0013799890694545002 0.0010457942198255398 0.0012747115329847696 0.0018239290139216004 0.0010267998927097673 0.0018892230827429301
leaf_count=291 585 424 1158 878 574
internal_value=0 0.00132248 -0.00108046 0.00287312 -0.00140908
internal_weight=0 0.00706046 0.00578575 0.00473995 0.00371315
internal_count=3910 3619 3195 2610 1732
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=8
num_cat=0
split_feature=3 47 4 15 0 43 15
split_gain=1.18281e-05 1.85035e-05 3.09165e-05 2.18454e-05 6.17558e-05 4.04376e-05 2.08252e-05
threshold=0.15165000000000003 0.10887000000000001 -0.23071499999999998 0.088615000000000013 -0.077944999999999987 -0.00084499999999999994 -0.07142999999999998
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=-0.00030389456689009837 0.00019615426548224023 -0.00027036382402218564 -0.00032882665482953841 -0.00019880131199394245 0.00054771081557826657 -3.2738213048092986e-06 0.00034740665459177713
leaf_weight=0.0010425431827584368 0.0010017348791874483 0.0010658053857798971 0.0010293963172643269 0.0010162221990216895 0.0010138849328006098 0.0017710416425296767 0.0010295497415311453
leaf_count=270 209 215 1334 822 538 255 267
internal_value=0 -2.99064e-05 7.22153e-06 6.25708e-05 0.000117405 3.49385e-06 0.000125643
internal_weight=0 0.00796844 0.00690264 0.00586009 0.00484387 0.00382999 0.00280059
internal_count=3910 3701 3486 3216 2394 1856 522
is_linear=0
shrinkage=0.00196078


Tree=9622
num_leaves=7
num_cat=0
split_feature=1 0 12 150 0 12
split_gain=7.12425e-06 2.386e-05 3.24211e-05 2.02102e-05 1.92973e-05 3.02343e-05
threshold=0.085835000000000009 -0.087614999999999985 0.089745000000000005 0.077110000000000012 -0.11756999999999999 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.01616676379233695 -0.010080274963685951 -0.011339435306626046 0.012060215140349504 0.013874425429333717 0.015611111286979213 -0.0071749003880646313
leaf_weight=0.0010451854386994363 0.0014829741865774364 0.0010447327480555674 0.0013667391633461069 0.0011674363102483001 0.0011954169372162509 0.0011354132609747273
leaf_count=744 261 779 677 349 371 729
internal_value=0 -0.003547 0.00192268 0.00236167 -0.00116248 0.0045114
internal_weight=0 0.00345666 0.00241147 0.00498124 0.0038138 0.00233083
internal_count=3910 2200 1456 1710 1361 1100
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=7
num_cat=0
split_feature=4 4 1 2 48 47
split_gain=7.81874e-06 1.77881e-05 2.84501e-05 2.56616e-05 2.26723e-05 9.77539e-06
threshold=-0.34687499999999999 -0.082054999999999975 0.079355000000000023 0.086650000000000019 0.089715000000000017 0.092255000000000018
decision_type=2 2 2 2 2 2
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leaf_value=-0.0069379522880309618 0.012897500976684946 -0.013615018805158358 -0.011956599246861925 0.01992583752359256 0.00049110017562150222 0.0014560871434725195
leaf_weight=0.0013793664410834006 0.0011126923306741332 0.0013540803415752452 0.0010444601753342771 0.0011766659929458884 0.0012253587162214727 0.0011326248054402358
leaf_count=291 662 1499 655 384 208 211
internal_value=0 0.00129493 -0.000880975 0.00288459 0.0100115 -0.00497867
internal_weight=0 0.00704588 0.00593319 0.00457911 0.00240202 0.00217708
internal_count=3910 3619 2957 1458 592 866
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=7
num_cat=0
split_feature=50 42 51 16 13 48
split_gain=1.39754e-05 2.58934e-05 3.25583e-05 4.16633e-05 3.76868e-05 2.93586e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 -0.077944999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.0002298921976050251 -0.00022397190403756706 -0.00024825163667589756 0.00014399287357424388 4.0524321393545653e-09 0.00045504417157749986 -0.00026712590605535374
leaf_weight=0.0013198599506095169 0.0010053437246512432 0.0010415226010801566 0.0014236330777943999 0.0011082927258623653 0.0018983555127382139 0.0012578929992260717
leaf_count=862 755 478 523 631 519 142
internal_value=0 2.12225e-05 7.04724e-05 0.000128832 0.00028731 -4.88613e-05
internal_weight=0 0.00804956 0.0067297 0.00568817 0.00300665 0.00268153
internal_count=3910 3155 2293 1815 1150 665
is_linear=0
shrinkage=0.00196078


Tree=9625
num_leaves=6
num_cat=0
split_feature=43 43 4 48 13
split_gain=7.85975e-06 2.64808e-05 1.99384e-05 2.26384e-05 4.20517e-05
threshold=-0.049504999999999987 -0.093039999999999984 -0.23071499999999998 0.086125000000000021 -0.0041499999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0045096727165512022 -0.0144208703915698 0.014639854550328849 -0.010249295179558618 -0.010227604079511041 0.014062800798647863
leaf_weight=0.0015974141160512163 0.0010851339754049056 0.0013178975596085196 0.001106410584443644 0.0013264161879492651 0.0019929266839738401
leaf_count=602 234 1222 1114 301 437
internal_value=0 0.00414707 -0.0022734 0.000704997 0.0053838
internal_weight=0 0.00291531 0.00551089 0.00442575 0.00309934
internal_count=3910 1824 2086 1852 1551
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=6
num_cat=0
split_feature=13 3 12 1 1
split_gain=8.72537e-06 2.14994e-05 1.68812e-05 5.0148e-05 3.12672e-05
threshold=-0.23438999999999996 0.11265500000000002 0.091555000000000011 0.094485000000000013 0.079945000000000016
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0083053501058060666 0.0065739057517542393 -0.014782715120936979 -0.0073267413382314675 0.022057479828226492 -0.012851843000483448
leaf_weight=0.0010889644073718494 0.0018657862684859693 0.0010167625999705993 0.0017917750732540112 0.0011611200429864853 0.0014904895813450819
leaf_count=210 1349 138 1235 473 505
internal_value=0 -0.00128817 0.000886563 0.00414428 -0.00205288
internal_weight=0 0.00732593 0.00630917 0.0045174 0.00335628
internal_count=3910 3700 3562 2327 1854
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=7.88543e-06 1.82279e-05 2.2594e-05 3.15378e-05 3.08824e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 1.0000000180025095e-35 -0.16443499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0068706235881549008 -0.0082371514845075555 0.01398496272416784 -0.0063443631297231589 -0.015305876258534162 0.014689350530381569
leaf_weight=0.0014076456539276819 0.0015495073329736811 0.0016128822321934992 0.0012612525194236532 0.0010082247228129244 0.0015631755513129929
leaf_count=1060 1040 604 151 288 767
internal_value=0 0.00133251 0.00405553 -0.000123041 0.00529671
internal_weight=0 0.00699504 0.00544554 0.00383265 0.00282443
internal_count=3910 2850 1810 1206 918
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=7
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0013838688249381884 0.0012143752229580229 0.0015360806026094645 0.0010103293822882435 0.0014140573297352099 0.0010304723822018905 0.0013093840533700894
leaf_count=1482 210 587 728 479 184 240
internal_value=0 -3.35563e-05 2.18767e-05 -2.86438e-05 5.62097e-05 0.000154804
internal_weight=0 0.00768419 0.00614811 0.00513778 0.00375391 0.00272344
internal_count=3910 3700 3113 2385 903 719
is_linear=0
shrinkage=0.00196078


Tree=9629
num_leaves=8
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split_feature=13 3 16 52 1 16 0
split_gain=9.13213e-06 1.73965e-05 1.89654e-05 7.29133e-05 2.77967e-05 2.0813e-05 2.88849e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 -3.04687e-05 6.63556e-06 -3.93482e-05 6.6143e-05 -1.72842e-05 7.76574e-05
internal_weight=0 0.00776522 0.00669509 0.00560656 0.00458589 0.00353123 0.00252631
internal_count=3910 3700 3562 3088 2247 1882 1171
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shrinkage=0.00196078


Tree=9630
num_leaves=8
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split_feature=13 3 150 49 42 12 3
split_gain=1.09368e-05 1.8911e-05 2.20455e-05 3.48444e-05 4.94392e-05 2.62787e-05 1.88278e-05
threshold=-0.23438999999999996 0.11265500000000002 0.086870000000000017 -1.0000000180025095e-35 -0.082904999999999993 0.088375000000000023 -0.025254999999999996
decision_type=2 2 2 2 2 2 2
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internal_value=0 -2.99916e-05 8.57481e-06 5.64301e-05 -1.85383e-05 -0.000129514 1.47692e-05
internal_weight=0 0.00778009 0.00671184 0.00568149 0.00458793 0.00353663 0.00204582
internal_count=3910 3700 3562 3231 2801 2303 1062
is_linear=0
shrinkage=0.00196078


Tree=9631
num_leaves=7
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split_feature=13 48 0 3 133 16
split_gain=1.39338e-05 3.58455e-05 2.76994e-05 2.83407e-05 4.02341e-05 3.84448e-05
threshold=-0.23438999999999996 0.11028500000000001 -0.17106499999999999 -0.10628499999999998 0.070680000000000007 -0.057604999999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.001162941948365242 0.0012737227519202098 0.0010067626594976184 0.0014882244125801504 0.0012967329066958242 0.0010081982606139185 0.0018075999133135049
leaf_count=210 179 191 452 950 1143 785
internal_value=0 -3.32758e-05 1.73293e-05 -4.2026e-05 -0.000125932 -0.000236457
internal_weight=0 0.00788124 0.00687448 0.00560076 0.00411253 0.00310433
internal_count=3910 3700 3509 3330 2878 1735
is_linear=0
shrinkage=0.00196078


Tree=9632
num_leaves=7
num_cat=0
split_feature=4 151 160 2 12 1
split_gain=1.07819e-05 2.28576e-05 2.85735e-05 3.64741e-05 2.99236e-05 4.74479e-05
threshold=0.28937500000000005 -0.016164999999999995 1.0000000180025095e-35 0.10113500000000002 0.093125000000000013 0.079945000000000016
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
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leaf_weight=0.001272335339342465 0.001175538841767315 0.001321083644086228 0.001278031623637467 0.0014644264141863727 0.0010315145296041664 0.0013760259199795805
leaf_count=564 426 953 439 521 506 501
internal_value=0 -3.229e-05 -7.9528e-05 -1.48908e-05 8.80933e-05 -2.0537e-05
internal_weight=0 0.00774342 0.00647108 0.00519305 0.00372862 0.00269711
internal_count=3910 3484 2920 2481 1960 1454
is_linear=0
shrinkage=0.00196078


Tree=9633
num_leaves=7
num_cat=0
split_feature=13 47 42 160 52 3
split_gain=8.40182e-06 1.77623e-05 2.22837e-05 3.1998e-05 3.28651e-05 1.64698e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.031409999999999993 -0.077689999999999995
decision_type=2 2 2 2 2 2
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leaf_value=0.0081268417165095454 -0.01255324526401109 -0.013462236593965143 -0.0099933332903992741 -0.0048203873994229953 0.022226567762582167 0.0062750636569146607
leaf_weight=0.0010922660854656525 0.0010552151122392205 0.0010281913024054474 0.001337060236012765 0.0013364369415012236 0.0013338997708949288 0.0012574384072954797
leaf_count=210 1013 219 921 637 514 396
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internal_weight=0 0.00734824 0.00632005 0.00526484 0.00392778 0.00259134
internal_count=3910 3700 3481 2468 1547 910
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=7
num_cat=0
split_feature=52 0 151 16 4 4
split_gain=7.80031e-06 1.73514e-05 1.16836e-05 5.19749e-05 3.88193e-05 9.44798e-06
threshold=-0.048794999999999991 -0.14674999999999996 -0.0008699999999999999 -0.23935499999999996 -0.056579999999999991 -0.15534499999999998
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 4 -6 -7
leaf_value=-0.0062022112059799536 -0.011924311029657192 0.010232585133522851 0.015111652951430819 -0.0062556859268824956 -0.023605659466288995 0.0071321967064152322
leaf_weight=0.0010068198570447513 0.0010112754908806606 0.001774837966566747 0.0015182383453450749 0.0010834065204225784 0.0010069700300879385 0.0010266296905022466
leaf_count=140 372 1050 428 140 664 1116
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internal_weight=0 0.00278166 0.00564652 0.00463524 0.00311701 0.00211004
internal_count=3910 1190 2720 2348 1920 1256
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=6
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split_feature=15 42 2 13 4
split_gain=7.264e-06 1.6576e-05 2.93185e-05 2.24511e-05 1.68074e-05
threshold=0.088615000000000013 0.084100000000000022 0.085805000000000006 -0.015744999999999999 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014185735590624627 -0.0076492615165697636 -0.0072843646505647971 0.009856290392617045 -0.014629720875468034 0.0017793072554647363
leaf_weight=0.0018212535338589953 0.0010932551166340813 0.0017869910687205318 0.0012135468215206525 0.0012951147891064308 0.0012049944228673887
leaf_count=646 875 1212 354 547 276
internal_value=0 0.00108943 0.00379298 -0.00130385 -0.00672095
internal_weight=0 0.0073219 0.00553491 0.00371366 0.00250011
internal_count=3910 3035 1823 1177 823
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=7
num_cat=0
split_feature=484 1 457 0 2 43
split_gain=7.39339e-06 1.99172e-05 3.57754e-05 3.42046e-05 2.79765e-05 5.65733e-05
threshold=0.073820000000000011 0.12263000000000002 0.069705000000000003 -0.11756999999999999 0.10113500000000002 -0.07526999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.020438762578580235 0.0078565750377981493 0.010728713585886427 0.01363864453396943 0.021600445504713153 -0.01555126396650784 -0.0080103352047941247
leaf_weight=0.0013584623094526392 0.0010388252072722039 0.0011837676963994837 0.0010245462765811359 0.0010532620307250025 0.001081996189230384 0.0016655161969453235
leaf_count=344 503 333 244 773 509 1204
internal_value=0 -0.00115485 -0.00342973 -0.00681925 -0.0019514 0.00346096
internal_weight=0 0.00736755 0.00618378 0.00515924 0.00380077 0.00271878
internal_count=3910 3407 3074 2830 2486 1977
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=7
num_cat=0
split_feature=13 16 133 1 15 16
split_gain=1.8868e-05 2.76894e-05 3.28798e-05 3.17142e-05 2.53914e-05 3.56598e-05
threshold=0.17936000000000002 0.10994000000000002 0.065880000000000008 0.076710000000000014 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00029205135407160666 -0.0002585670218438095 -0.00019166455011588394 0.0003917487106541361 0.00022795746448115746 0.00035341382519311074 -0.00019299828238174
leaf_weight=0.0010107002409579886 0.0010230109274559042 0.0017834353614789725 0.0011078376424730604 0.0014592631351334035 0.0010832062284273523 0.0016468112616156107
leaf_count=863 221 632 1061 329 444 360
internal_value=0 2.40549e-05 8.50462e-05 1.97043e-05 9.4918e-05 4.77071e-06
internal_weight=0 0.00809125 0.00630782 0.00519998 0.00418928 0.00310607
internal_count=3910 3689 3057 1996 1133 689
is_linear=0
shrinkage=0.00196078


Tree=9638
num_leaves=6
num_cat=0
split_feature=4 42 49 0 52
split_gain=7.34329e-06 1.42291e-05 1.61559e-05 2.66672e-05 3.54305e-05
threshold=0.27608500000000008 0.092145000000000019 -0.0019649999999999997 -0.10071499999999999 0.086635000000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00709058712473273 0.0074472315179013385 -0.011730483231811377 0.014752542528674563 -0.012544598690497065 0.0099984779533876557
leaf_weight=0.0018769065944887501 0.0011324005472850181 0.0010924204194249576 0.0015065752761834377 0.0014564811267659388 0.0013373539955813434
leaf_count=629 441 700 322 1198 620
internal_value=0 -0.00121004 0.000650441 0.004029 -0.00175367
internal_weight=0 0.00726974 0.00617732 0.00430041 0.00279384
internal_count=3910 3469 2769 2140 1818
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=6
num_cat=0
split_feature=0 1 16 15 16
split_gain=7.43804e-06 1.76135e-05 2.04558e-05 2.7102e-05 4.66881e-05
threshold=0.10302000000000001 0.076710000000000014 0.10994000000000002 -0.0089749999999999986 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0096171493365014484 0.0074366698862660396 0.012181267426563398 -0.011069234393895969 0.017584976763946127 -0.012048346940047241
leaf_weight=0.001858888500833886 0.0011487931229040051 0.0015627691989282657 0.0010210307597171417 0.0011818660798321202 0.0016193064231940623
leaf_count=1929 210 440 288 602 441
internal_value=0 -0.00122443 0.00167273 0.00465396 -0.000148788
internal_weight=0 0.00724386 0.00538497 0.00436394 0.00318208
internal_count=3910 3700 1771 1483 881
is_linear=0
shrinkage=0.1


Tree=9640
num_leaves=8
num_cat=0
split_feature=13 15 42 0 47 49 16
split_gain=1.83043e-05 3.83226e-05 4.24278e-05 3.28673e-05 5.69236e-05 4.92094e-05 1.445e-05
threshold=-0.017604999999999999 -0.029114999999999999 0.078965000000000021 -0.017269999999999997 0.09252500000000001 -0.042499999999999989 -0.057604999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=0.00011612473969226328 -0.00021221232364220519 -1.8582506482509794e-05 -0.00056523874978557415 0.00037215743776612323 -0.00040222551039384435 0.0001343606115321559 0.00044570228564792797
leaf_weight=0.0016263915512032272 0.0011805447568801822 0.0011356830108496597 0.0010510373191362878 0.0010770838950976639 0.0010787673192736089 0.0012236372016192734 0.0010780808453540471
leaf_count=1041 196 185 1000 330 151 656 351
internal_value=0 -0.000111805 -0.00028133 6.40857e-05 -8.66518e-06 0.000113256 0.000280187
internal_weight=0 0.00381311 0.00218672 0.00563811 0.00456103 0.00348226 0.00230172
internal_count=3910 2226 1185 1684 1354 1203 1007
is_linear=0
shrinkage=0.00196078


Tree=9641
num_leaves=7
num_cat=0
split_feature=2 52 3 4 1 4
split_gain=7.60827e-06 3.07048e-05 4.00644e-05 1.89214e-05 1.66868e-05 4.17031e-05
threshold=0.10946500000000002 0.098910000000000012 0.090325000000000003 0.053925000000000008 0.088495000000000018 -0.078484999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 5 -1
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leaf_value=-0.00021349052803728826 0.00027512013831573442 -0.00033445471870303256 0.00034712340974020191 -7.2327395015703186e-05 -0.000215455734167146 0.00030900751497981875
leaf_weight=0.0012160918543295649 0.0011215549195678993 0.0011252909219615324 0.0011426000600585039 0.0013023583705597402 0.00171581626730004 0.0011358385835602337
leaf_count=743 353 599 181 414 735 885
internal_value=0 -4.07314e-05 2.27047e-05 8.8438e-05 -6.84221e-05 3.88441e-05
internal_weight=0 0.00633564 0.00521035 0.00242391 0.00406775 0.00235193
internal_count=3910 3143 2544 767 2363 1628
is_linear=0
shrinkage=0.00196078


Tree=9642
num_leaves=6
num_cat=0
split_feature=52 0 15 2 12
split_gain=8.26059e-06 1.46185e-05 1.30534e-05 3.39716e-05 4.22168e-05
threshold=-0.048794999999999991 -0.14674999999999996 -0.11739999999999999 0.106035 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=-0.0052084559892282556 -0.011772645808931646 0.0098870551776553319 -0.0063248972375829701 -0.014347805498021674 0.01630850983812375
leaf_weight=0.0010057893933297839 0.0011454031652816119 0.0017712744577062058 0.0015907886515224578 0.0011833932303528158 0.0017099579733065187
leaf_count=140 467 1050 731 309 1213
internal_value=0 0.0044198 -0.00224498 0.000188709 0.00540038
internal_weight=0 0.00277706 0.00562954 0.00448414 0.00330075
internal_count=3910 1190 2720 2253 1944
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=6
num_cat=0
split_feature=12 4 3 52 15
split_gain=1.0282e-05 4.25167e-05 3.0948e-05 2.59301e-05 1.99427e-05
threshold=0.080120000000000011 0.08734500000000002 0.076695000000000013 0.086635000000000004 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=2 3 -1 -2 -4
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leaf_value=0.0002793062069892666 -0.00036915102714752318 0.00021607337411563802 7.6150576654003486e-05 2.6014129286386617e-07 -0.00025099308856848444
leaf_weight=0.0016061229752745488 0.0016414950415996831 0.0013417778206952493 0.0017363694260797854 0.0013163965598350972 0.0012196314081228989
leaf_count=567 1688 292 260 851 252
internal_value=0 -7.3423e-05 6.02146e-05 -0.000204746 -5.88273e-05
internal_weight=0 0.00429967 0.00456212 0.00295789 0.002956
internal_count=3910 2831 1079 2539 512
is_linear=0
shrinkage=0.00196078


Tree=9644
num_leaves=8
num_cat=0
split_feature=50 133 15 3 3 52 16
split_gain=1.82693e-05 3.65815e-05 3.67755e-05 5.69775e-05 3.74611e-05 3.02538e-05 2.937e-05
threshold=0.08568000000000002 0.090085000000000012 0.079360000000000014 -0.10628499999999998 -0.0086749999999999969 -0.074484999999999982 -0.092424999999999993
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 -8
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leaf_weight=0.001284454120759183 0.0010143777732968809 0.0011815707265188024 0.0012360972089087135 0.0012621365509911612 0.0010552004132413826 0.0012435465234567067 0.0011541800724804425
leaf_count=297 727 617 858 837 192 239 143
internal_value=0 2.42121e-05 7.6448e-05 0.000139899 4.01662e-05 0.000145832 0.000267589
internal_weight=0 0.00841719 0.00723561 0.00599952 0.00471506 0.00345293 0.00239773
internal_count=3910 3183 2566 1708 1411 574 382
is_linear=0
shrinkage=0.00196078


Tree=9645
num_leaves=7
num_cat=0
split_feature=2 52 13 15 4 3
split_gain=7.84767e-06 3.05703e-05 2.6208e-05 4.10184e-05 1.76872e-05 1.06004e-05
threshold=0.10946500000000002 0.090300000000000005 0.0024700000000000004 -0.064869999999999983 0.035895000000000003 -0.075679999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5
right_child=4 -3 -4 5 -6 -7
leaf_value=-0.0061236382579437608 0.014888458859545399 -0.01495635550461606 -0.012341991512079906 0.0081337072266407569 -0.0026844484549674837 0.022445094628644538
leaf_weight=0.0016128090678278625 0.0010056013179710716 0.0013915064879672949 0.0010110274424457062 0.0010563398795278612 0.0013306700318644214 0.0010147356887786221
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internal_value=0 -0.00193848 0.00191983 0.00583393 0.00487946 0.0151457
internal_weight=0 0.00608642 0.00469491 0.00368388 0.00233627 0.00207108
internal_count=3910 3143 2398 1990 767 1266
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=7
num_cat=0
split_feature=150 1 484 0 42 1
split_gain=1.3123e-05 2.18865e-05 2.21752e-05 3.20271e-05 5.13423e-05 2.20202e-05
threshold=0.084800000000000014 0.12864500000000004 0.042570000000000004 -0.08824499999999999 0.08622500000000001 0.10521500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00046779524508984026 0.00016236163224768549 0.00023007762978158916 0.00018240663790061615 -0.0001937511039983972 0.00033639850748209418 -8.3665957000680002e-05
leaf_weight=0.0013458180038373336 0.0014886554819220459 0.0010016217674657718 0.001026389976365373 0.0019083139576065845 0.0011113331945342738 0.0010001384874878186
leaf_count=707 458 280 407 1099 827 132
internal_value=0 -3.94206e-05 -8.16508e-05 -0.000132163 1.36204e-06 -0.000304032
internal_weight=0 0.00739362 0.00639199 0.0053656 0.00301965 0.00234596
internal_count=3910 3452 3172 2765 1926 839
is_linear=0
shrinkage=0.00196078


Tree=9647
num_leaves=8
num_cat=0
split_feature=12 0 1 52 2 3 43
split_gain=2.20475e-05 2.83692e-05 4.8758e-05 4.94858e-05 3.5493e-05 3.16521e-05 4.7162e-05
threshold=0.10595000000000002 -0.017269999999999997 0.11097000000000001 0.084240000000000023 0.11635500000000001 0.084925000000000014 -0.073139999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.00036565417929548729 -0.00027916455292147156 0.00028354275461085901 -0.00054018990355832045 -0.0002649371805465254 -2.3187641806752269e-05 0.00042954328612670984 -0.00019708866724134594
leaf_weight=0.0010354212277296413 0.0010114120663735167 0.0013857675261979121 0.0010074666442022591 0.001191713326735528 0.0010350045013577829 0.0013805621178755167 0.0012808867354926342
leaf_count=812 391 377 206 947 253 165 759
internal_value=0 2.74313e-05 -2.37746e-05 8.25269e-05 -0.000278204 0.000194535 5.44651e-05
internal_weight=0 0.00831682 0.00693105 0.00488858 0.00204247 0.00369687 0.00231631
internal_count=3910 3519 3142 2683 459 1736 1571
is_linear=0
shrinkage=0.00196078


Tree=9648
num_leaves=7
num_cat=0
split_feature=15 151 2 0 52 12
split_gain=9.20433e-06 2.93557e-05 2.94198e-05 4.51772e-05 2.6548e-05 2.3837e-05
threshold=1.0000000180025095e-35 -0.044604999999999992 0.086545000000000025 -0.15291499999999997 0.091715000000000005 0.088325000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2
right_child=5 2 3 4 -6 -7
leaf_value=-0.012529940314996183 -0.016436155429131485 -0.0051298121509617588 0.028105374385245463 -0.0077409595240613338 0.014065481098885991 0.0042333315566628702
leaf_weight=0.0011439912392126831 0.0010590693937700944 0.0017814666162684098 0.0010358089307092679 0.0011504649689316512 0.0010846467925123024 0.0011791597853500709
leaf_count=579 680 585 133 854 233 846
internal_value=0 0.00193491 0.00521013 0.0108416 0.00284119 -0.00554691
internal_weight=0 0.00619638 0.00505239 0.00327092 0.00223511 0.00223823
internal_count=3910 2384 1805 1220 1087 1526
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=7
num_cat=0
split_feature=1 3 3 2 1 52
split_gain=1.61769e-05 3.28044e-05 2.6295e-05 2.33837e-05 2.53524e-05 2.23484e-05
threshold=0.085835000000000009 -0.100615 -0.069909999999999986 0.11462500000000002 0.092550000000000007 -0.014099999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
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leaf_value=0.00018088840005569591 0.00021267584397276408 -0.0004468706662536262 -5.0704669469548016e-05 0.00028585678234031479 7.725990420232544e-05 -0.00028066818960153047
leaf_weight=0.0011063904257436604 0.0013216403888739849 0.0011329670236502995 0.0014929297381718752 0.0013793870522051032 0.0012255035330361859 0.0014814085098334739
leaf_count=261 423 1545 394 413 393 481
internal_value=0 -0.000102311 -0.000221634 6.55122e-05 -9.93433e-06 -0.000118623
internal_weight=0 0.00373229 0.0026259 0.00540794 0.00402855 0.00270691
internal_count=3910 2200 1939 1710 1297 874
is_linear=0
shrinkage=0.00196078


Tree=9650
num_leaves=8
num_cat=0
split_feature=50 42 51 16 16 49 2
split_gain=1.62798e-05 2.43456e-05 2.50934e-05 4.58592e-05 4.1201e-05 3.51582e-05 2.26232e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 0.11346000000000002 -0.047309999999999998 0.099370000000000014
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=-0.00022179818003220729 -0.00024362246390729784 -0.00020905347387374204 0.00023555888342758025 0.00058830704880310255 8.8210119638205129e-05 -0.00039031115299601333 2.0262988362598731e-05
leaf_weight=0.001340570409047572 0.0010130912368967121 0.0010677042424532511 0.0011620249569571522 0.0011557887782715332 0.0014012660234184343 0.0010617284905554143 0.0010038007782439942
leaf_count=862 755 478 211 632 231 477 264
internal_value=0 1.98565e-05 6.71333e-05 0.000118111 0.000314254 -3.72849e-05 -0.000190781
internal_weight=0 0.00819288 0.00685231 0.00578461 0.00255705 0.00322755 0.00206553
internal_count=3910 3155 2293 1815 863 952 741
is_linear=0
shrinkage=0.00196078


Tree=9651
num_leaves=7
num_cat=0
split_feature=52 160 2 4 52 12
split_gain=1.17678e-05 1.98057e-05 2.59049e-05 5.57866e-05 1.93358e-05 1.74592e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.08422499999999998 -0.087604999999999988 0.088285000000000016
decision_type=2 2 2 2 2 2
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right_child=1 2 -4 5 -6 -7
leaf_value=-2.0424129664921849e-05 -0.00029979004814857841 -0.00048307730490626451 0.00022248937637814236 -0.00010601769511217898 0.00031141961227033432 0.00022126189908155551
leaf_weight=0.0019253889308779597 0.0010491108651129195 0.0010056365922519479 0.0014005026850823048 0.001210002949597611 0.0010395774602306514 0.001299948793956228
leaf_count=874 924 369 315 466 316 646
internal_value=0 -5.5215e-05 -3.02188e-06 -9.28587e-05 9.5927e-05 6.34862e-05
internal_weight=0 0.0059652 0.00491609 0.00351559 0.00296497 0.00250995
internal_count=3910 2720 1796 1481 1190 1112
is_linear=0
shrinkage=0.00196078


Tree=9652
num_leaves=6
num_cat=0
split_feature=15 151 2 16 12
split_gain=7.55393e-06 2.42553e-05 2.38422e-05 4.04218e-05 1.94802e-05
threshold=1.0000000180025095e-35 -0.044604999999999992 0.086545000000000025 -0.040439999999999997 0.088325000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.01139377443532661 -0.01487029406598759 -0.0045679934620154461 0.021887763988124257 -0.00041584014685226418 0.003788714782122682
leaf_weight=0.0011465505558439799 0.0010608235444280055 0.0017894518081389057 0.0014976825346630651 0.001776353640719038 0.0011840242701601036
leaf_count=579 680 585 573 647 846
internal_value=0 0.00173984 0.00471375 0.00978677 -0.00502877
internal_weight=0 0.00621004 0.00506349 0.00327404 0.00224485
internal_count=3910 2384 1805 1220 1526
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=7
num_cat=0
split_feature=15 12 12 4 1 1
split_gain=6.95749e-06 1.52702e-05 3.89854e-05 3.20143e-05 4.54135e-05 2.52857e-05
threshold=0.088615000000000013 0.085845000000000019 0.10007000000000001 0.08734500000000002 0.094485000000000013 0.085410000000000014
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.012454047870387286 -0.0074915427013008129 -0.014676847125743672 0.0096003080058067198 -0.0082748890795545302 0.027494551187147012 -0.0088755079170386511
leaf_weight=0.0011320071929987593 0.0010939288215114787 0.0016336454611227413 0.0011115186957169679 0.0013642798311086003 0.001016650781528833 0.0010918777224066052
leaf_count=646 875 1139 361 430 301 158
internal_value=0 0.00105638 -0.00484701 0.00457569 0.00998584 0.00198171
internal_weight=0 0.00734998 0.00274516 0.00460482 0.00324054 0.00222388
internal_count=3910 3035 1500 1535 1105 804
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=7
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split_feature=50 42 3 3 2 4
split_gain=1.09122e-05 2.49718e-05 2.40676e-05 3.35698e-05 2.82173e-05 3.98395e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 0.085805000000000006 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.00022723950909355549 -0.00019755599672995899 0.00030378563926653575 -0.00030508802272214374 0.00034971194435134663 -0.00023303758736041512 0.00020337714934053831
leaf_weight=0.0013205502991254182 0.0010026440265175985 0.001331472000013623 0.0010508334341442251 0.001144644329823666 0.0015646413916212214 0.0016547568469801222
leaf_count=860 779 293 936 313 373 356
internal_value=0 1.93407e-05 6.7607e-05 9.53273e-06 8.52914e-05 -8.72229e-06
internal_weight=0 0.0080669 0.00674635 0.00541488 0.00436404 0.0032194
internal_count=3910 3131 2271 1978 1042 729
is_linear=0
shrinkage=0.00196078


Tree=9655
num_leaves=7
num_cat=0
split_feature=50 42 160 133 0 0
split_gain=1.53097e-05 2.67535e-05 2.63497e-05 2.39795e-05 6.03581e-05 2.79584e-05
threshold=0.082310000000000008 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.070894999999999986 -0.13870499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0002311696084080156 -0.00023370240626363465 0.00019817872934097826 -0.00018232409950834073 -0.00012865346772759654 0.00054831503705715494 -0.00018362835554760299
leaf_weight=0.0013261488842059316 0.0010008777274648642 0.0018567679234409301 0.0012588447111190693 0.0010860173527159397 0.0013153858479144059 0.0012230863934662205
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internal_value=0 2.34088e-05 7.34984e-05 0.000132251 0.000196718 4.65537e-05
internal_weight=0 0.00806625 0.0067401 0.00548126 0.00439524 0.00307985
internal_count=3910 3163 2299 2012 1320 884
is_linear=0
shrinkage=0.00196078


Tree=9656
num_leaves=8
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split_feature=48 1 1 13 16 4 133
split_gain=1.28721e-05 2.42852e-05 5.70133e-05 2.28263e-05 3.50569e-05 4.23646e-05 2.56368e-05
threshold=0.11339500000000001 0.11986000000000001 0.10727500000000002 -0.032264999999999995 -0.008069999999999999 -0.0031049999999999997 0.083815000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
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leaf_weight=0.001318467062088269 0.0010648973719736441 0.0010883202156756946 0.001001510400779392 0.0010595089139300116 0.0011480644160331193 0.0013396396672420931 0.0010296364920644857
leaf_count=886 195 350 282 647 460 275 815
internal_value=0 2.00525e-05 6.30074e-05 -1.04723e-05 8.87957e-05 -4.6047e-05 -0.000160434
internal_weight=0 0.00798515 0.00689683 0.00589532 0.00354721 0.00239915 0.0023481
internal_count=3910 3715 3365 3083 1382 922 1701
is_linear=0
shrinkage=0.00196078


Tree=9657
num_leaves=6
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split_feature=4 151 16 16 1
split_gain=7.44216e-06 2.06997e-05 2.48982e-05 1.93872e-05 4.83223e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.092424999999999993 -0.055679999999999993 0.088495000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_count=564 426 619 954 870 477
internal_value=0 -0.00120892 -0.00355624 0.000646569 -0.0037937
internal_weight=0 0.00735374 0.00614993 0.0042818 0.00298291
internal_count=3910 3484 2920 2301 1347
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=7
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split_feature=50 4 151 2 12 1
split_gain=1.63318e-05 3.52106e-05 2.71408e-05 3.1018e-05 5.22686e-05 2.93369e-05
threshold=1.0000000180025095e-35 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0002420038879749826 -0.00023681028146947317 0.0003712811062817281 1.8151922417814629e-05 -0.00032139976603728107 0.00030803685803407991 -0.00038584233974884528
leaf_weight=0.0012421702298821315 0.001008511371724692 0.0010047260165456061 0.0016841653347198899 0.0014887300175875345 0.0014639941083327431 0.0011719776563497144
leaf_count=448 779 396 998 430 606 253
internal_value=0 2.78688e-05 -2.10651e-05 -7.73199e-05 6.79061e-06 -0.000147621
internal_weight=0 0.00805576 0.00705104 0.00580887 0.00432014 0.00285614
internal_count=3910 3131 2735 2287 1857 1251
is_linear=0
shrinkage=0.00196078


Tree=9659
num_leaves=7
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split_feature=4 42 48 0 1 3
split_gain=7.81546e-06 2.54118e-05 4.15393e-05 2.47175e-05 2.38373e-05 2.20398e-05
threshold=-0.034289999999999994 0.088115000000000013 0.087945000000000009 -0.10575999999999998 0.078675000000000009 -0.089604999999999976
decision_type=2 2 2 2 2 2
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leaf_value=0.013199725685910341 0.01361394483261367 0.014803134113104608 -0.017739704774825279 -0.00530241161297796 -0.014819672382079194 -0.007490593933056908
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leaf_count=320 348 581 342 810 763 746
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internal_weight=0 0.00516375 0.0039159 0.0027843 0.003298 0.00205963
internal_count=3910 2081 1500 1158 1829 1066
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=7
num_cat=0
split_feature=1 457 133 43 2 12
split_gain=1.23048e-05 1.89846e-05 1.99181e-05 4.44125e-05 3.0084e-05 3.50618e-05
threshold=0.12730000000000002 0.069705000000000003 0.090085000000000012 -0.07526999999999999 0.10045500000000002 0.080120000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00024020122349368677 0.00019010108796070074 0.00019650681931820981 -0.00031499509485024039 -5.8485586110367054e-05 7.0858883387504672e-05 -0.0005451775623738648
leaf_weight=0.0016856534455660459 0.0010964635712169711 0.0011870602520767902 0.0010901776063838731 0.0012268630243386161 0.0015308834585238385 0.0010614721344270571
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internal_value=0 -3.17661e-05 -7.28535e-05 -2.49001e-05 -0.000141905 -0.000284244
internal_weight=0 0.00778211 0.00659505 0.00550487 0.00381922 0.00228834
internal_count=3910 3565 3254 2545 1586 1170
is_linear=0
shrinkage=0.00196078


Tree=9661
num_leaves=7
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split_feature=1 4 150 52 47 0
split_gain=9.06962e-06 2.30255e-05 2.12458e-05 2.55209e-05 1.97099e-05 1.37182e-05
threshold=0.085835000000000009 -0.15333499999999997 0.077110000000000012 -0.014099999999999998 0.09550500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.001394059109585765 0.0012134598330692178 0.0010614141541323797 0.0011686047617737415 0.0015780423586229889 0.0010297742286541301 0.0010104615702876672
leaf_count=166 493 1113 349 680 188 921
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internal_weight=0 0.00346593 0.00498988 0.00382128 0.00260782 0.00207188
internal_count=3910 2200 1710 1361 868 2034
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=7
num_cat=0
split_feature=1 1 2 4 4 15
split_gain=7.35799e-06 2.11431e-05 2.6086e-05 2.00135e-05 1.86838e-05 1.21943e-05
threshold=0.085835000000000009 0.092550000000000007 0.11462500000000002 0.08734500000000002 -0.15333499999999997 0.083935000000000023
decision_type=2 2 2 2 2 2
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leaf_count=166 424 616 412 258 1143 891
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internal_weight=0 0.00498323 0.00376033 0.00249657 0.00346192 0.00206833
internal_count=3910 1710 1286 874 2200 2034
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=7
num_cat=0
split_feature=4 0 3 15 49 15
split_gain=8.42013e-06 1.81812e-05 3.73905e-05 2.80629e-05 2.04744e-05 1.61659e-05
threshold=-0.34687499999999999 -0.060094999999999989 -0.089974999999999986 0.084955000000000017 -0.006494999999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
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leaf_value=-0.0071738971261435776 -0.018191102819344947 0.012165216870875172 -0.011008085150876389 0.017369439886414925 -0.0039567896521159381 0.012677506782123288
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internal_weight=0 0.00705135 0.00577623 0.0047356 0.00370831 0.00233697
internal_count=3910 3619 3195 2610 1732 1239
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=6
num_cat=0
split_feature=4 4 2 2 1
split_gain=7.99307e-06 1.66568e-05 1.63931e-05 3.77902e-05 1.36516e-05
threshold=-0.06272999999999998 -0.0010999999999999996 0.086545000000000025 0.11230000000000001 0.078675000000000009
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
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leaf_count=940 970 432 465 455 648
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internal_weight=0 0.00542088 0.00438304 0.00276405 0.00300202
internal_count=3910 2322 1352 920 1588
is_linear=0
shrinkage=0.1


Tree=9665
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split_feature=1 3 16 1 13 47
split_gain=7.87184e-06 2.15497e-05 2.00709e-05 1.60659e-05 2.45038e-05 3.07458e-05
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decision_type=2 2 2 2 2 2
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leaf_count=262 415 1225 722 532 598 156
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internal_weight=0 0.00346147 0.00243699 0.00495265 0.00374755 0.00263778
internal_count=3910 2209 1947 1701 1286 754
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=7
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split_feature=47 13 151 13 0 0
split_gain=8.69631e-06 2.06668e-05 1.48746e-05 2.27766e-05 2.05239e-05 2.29551e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.016164999999999995 -0.073799999999999991 -0.053834999999999994 -0.10209999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.012928265926650204 0.00728147265954808 0.011217097203421289 0.011799392495170823 -0.0089260307928603101 -0.016916657014714249 0.010219538854153774
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internal_weight=0 0.00703999 0.00575789 0.00459559 0.00358326 0.00252994
internal_count=3910 3620 3321 2793 1799 1372
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=7
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split_feature=42 2 160 2 3 1
split_gain=7.94206e-06 1.52785e-05 2.00951e-05 2.05914e-05 2.06707e-05 1.64491e-05
threshold=-0.088669999999999985 0.086545000000000025 0.084480000000000013 0.11260500000000001 -0.023079999999999996 0.095575000000000007
decision_type=2 2 2 2 2 2
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leaf_value=0.0077569232707942089 -0.015667559838249016 0.002169005149063436 0.013555717268769583 0.0067195973464564658 -0.017341987430013656 0.0014739759139732311
leaf_weight=0.0011334672010953417 0.0012598495385176326 0.0010404956709595128 0.0011332790909269778 0.0016819136781747838 0.0011356522849502394 0.0010074876351160698
leaf_count=480 950 965 282 563 213 457
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internal_weight=0 0.00725868 0.00499134 0.00385806 0.00217615 0.00226734
internal_count=3910 3430 2023 1741 1178 1407
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=7
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split_feature=160 133 43 4 15 42
split_gain=8.69799e-06 2.69189e-05 2.65132e-05 2.73522e-05 5.05896e-05 1.18481e-05
threshold=0.087825000000000014 0.088055000000000008 -0.06705499999999999 -0.078484999999999985 -0.10469999999999999 0.08648500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.0054651604596852137 -0.0078121170550923035 -0.01370578257078693 -0.013521013798161743 -0.010492796644277514 0.016109435673267319 0.020736651800630619
leaf_weight=0.0010092328869539032 0.0012249695361300486 0.0010235629471594737 0.0011990571197221865 0.0012741153349865161 0.0016286509433869486 0.0010229601020406293
leaf_count=592 427 812 698 347 639 395
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internal_weight=0 0.00715758 0.00613402 0.00410182 0.00290277 0.00203219
internal_count=3910 3483 2671 1684 986 987
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=7
num_cat=0
split_feature=13 48 15 16 16 15
split_gain=7.20535e-06 1.60635e-05 2.18048e-05 2.83641e-05 4.42987e-05 3.03008e-05
threshold=-0.23438999999999996 0.10448500000000001 -0.10071499999999999 -0.010344999999999998 0.15737500000000001 0.05377500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.0075858938482453444 0.012216457807649154 -0.012760779409932161 -0.020895349526129526 0.021321476649387765 -0.0063446821654621725 0.00075415837152792247
leaf_weight=0.0010835131062005678 0.0013102854856913123 0.0010247119693522011 0.0012290815421191869 0.0010216884094623817 0.0013349721416961616 0.0013638655575076459
leaf_count=210 505 243 622 655 514 1161
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internal_weight=0 0.00728461 0.00625989 0.00494961 0.00235666 0.00259295
internal_count=3910 3700 3457 2952 1169 1783
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=7
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split_feature=13 13 12 3 4 0
split_gain=9.53221e-06 1.57186e-05 5.38797e-05 2.55149e-05 2.96845e-05 3.65041e-05
threshold=-0.23438999999999996 -0.017604999999999999 0.088375000000000023 0.11265500000000002 0.0057500000000000008 -0.083564999999999987
decision_type=2 2 2 2 2 2
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leaf_value=0.00015924549374796558 0.00016819839932144751 -0.00031773526916004411 -0.00042325905558070534 -0.00024418761447058838 0.00030672730907100167 0.00015741717940345859
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leaf_count=210 1046 417 970 131 375 761
internal_value=0 -3.25547e-05 -0.000163811 2.76468e-05 9.6473e-05 -3.3265e-05
internal_weight=0 0.00764802 0.00240483 0.00524319 0.00418387 0.00258734
internal_count=3910 3700 2016 1684 1553 1178
is_linear=0
shrinkage=0.00196078


Tree=9671
num_leaves=6
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split_feature=4 42 15 160 16
split_gain=1.33493e-05 3.56057e-05 3.00672e-05 2.70938e-05 3.44579e-05
threshold=0.28937500000000005 0.086700000000000013 0.079360000000000014 -0.026849999999999995 -0.055679999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0003948468385391967 0.00019236911149639007 -0.00027127368643229831 -0.00023097014447062865 0.00020959515524507149 -0.00017335569714630031
leaf_weight=0.0010285605101978432 0.001173778984184721 0.0018265464165706635 0.0012279893270349205 0.0019750805369242084 0.0016648222781065463
leaf_count=471 426 1266 795 354 598
internal_value=0 -3.2065e-05 4.20347e-05 0.000113846 3.44407e-05
internal_weight=0 0.007723 0.00589645 0.00466846 0.0036399
internal_count=3910 3484 2218 1423 952
is_linear=0
shrinkage=0.00196078


Tree=9672
num_leaves=6
num_cat=0
split_feature=15 42 2 13 15
split_gain=7.45603e-06 1.83449e-05 3.09025e-05 1.89679e-05 1.43651e-05
threshold=0.088615000000000013 0.084100000000000022 0.085805000000000006 -0.015744999999999999 -0.076594999999999983
decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
leaf_value=0.014683074532406085 -0.0077574220533673651 -0.0077174208287864553 0.0090044418479154099 -0.013103483862123908 0.0021662496008334428
leaf_weight=0.0018091346715518575 0.0010862646053359246 0.0017751295023888738 0.0012105893153909943 0.0013735791054210423 0.0011171841984370834
leaf_count=646 875 1212 354 361 462
internal_value=0 0.00112363 0.00397166 -0.00126383 -0.00625454
internal_weight=0 0.00728562 0.00551049 0.00370135 0.00249076
internal_count=3910 3035 1823 1177 823
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=6
num_cat=0
split_feature=4 13 0 0 42
split_gain=7.41517e-06 1.57178e-05 2.06682e-05 3.22892e-05 7.31758e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 -0.10071499999999999 0.085195000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011969298815409958 0.0061074298666596132 0.0074199693576813778 0.013165980238882005 -0.025404897919029321 0.0085585360217705075
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leaf_count=214 534 387 308 1279 1188
internal_value=0 -0.00147136 0.000740834 -0.00223484 -0.00965031
internal_weight=0 0.00676805 0.00559007 0.00450998 0.00255081
internal_count=3910 3376 3162 2854 2467
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=7
num_cat=0
split_feature=1 42 133 15 2 52
split_gain=7.70069e-06 2.0316e-05 1.8936e-05 2.43022e-05 3.40308e-05 1.86649e-05
threshold=0.12730000000000002 0.092145000000000019 0.065880000000000008 0.035895000000000003 0.099015000000000006 -0.0066199999999999991
decision_type=2 2 2 2 2 2
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leaf_value=-0.015656413380473168 0.0080604380540084501 -0.01373416220539476 0.011409053256261669 -0.015455734692995372 0.013436467202317882 0.0024351925871441511
leaf_weight=0.0010544494289751155 0.0010324403018573819 0.0010937524114497995 0.0013735245590976606 0.0010381400237295555 0.0015149655658685886 0.0012418754810413618
leaf_count=349 345 721 890 803 445 357
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internal_weight=0 0.00731671 0.00622296 0.00484943 0.00381129 0.00229632
internal_count=3910 3565 2844 1954 1151 706
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=6
num_cat=0
split_feature=42 49 3 0 4
split_gain=6.9333e-06 2.22492e-05 2.20367e-05 4.10842e-05 3.73997e-05
threshold=-0.082904999999999993 -0.047894999999999993 0.084925000000000014 -0.074249999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=0.0069440161371584208 0.0092572015592961125 -0.01933679851712844 0.01672657422225364 0.00328607528481277 -0.0089387128111663248
leaf_weight=0.0012197009894713475 0.0015785615424630667 0.0018399395011771335 0.0010897149475229753 0.0014240454161240587 0.0011854093555918204
leaf_count=577 458 1744 156 758 217
internal_value=0 -0.00121596 -0.00420065 -0.00946665 0.00335417
internal_weight=0 0.00711767 0.00553911 0.00326398 0.00227512
internal_count=3910 3333 2875 2502 373
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=1.71264e-05 2.1138e-05 2.23578e-05 2.92304e-05 3.91715e-05
threshold=0.27608500000000008 -0.016164999999999995 -0.092424999999999993 -0.055679999999999993 0.088495000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00019913613057946265 0.0002180849308726259 -0.0002567674036413188 0.00023692073511077084 6.2914793126783746e-05 -0.00039054148178671691
leaf_weight=0.0012540456052726528 0.0012030667704206466 0.0019122507109892422 0.0013556128261237484 0.0019438292097854624 0.0011752377470984562
leaf_count=562 441 606 954 870 477
internal_value=0 -3.36068e-05 -7.93048e-05 -3.46632e-06 -0.000107944
internal_weight=0 0.00764098 0.00638693 0.00447468 0.00311907
internal_count=3910 3469 2907 2301 1347
is_linear=0
shrinkage=0.00196078


Tree=9677
num_leaves=8
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split_feature=12 4 4 13 52 1 0
split_gain=9.0219e-06 4.40362e-05 4.40303e-05 2.52702e-05 3.23509e-05 4.452e-05 3.5061e-05
threshold=0.088375000000000023 0.08734500000000002 -0.084009999999999987 -0.081734999999999988 0.086635000000000004 0.10915500000000002 -0.12329499999999999
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00028529134904954135 2.9218805011953792e-05 0.00022501059146172209 -0.00053792643310898421 0.00025959470970470796 0.00028149684892065193 -0.00046547816376069686 -0.00022720407570603479
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internal_value=0 -8.38772e-05 -0.000252347 4.59956e-05 -2.66422e-05 -0.000120778 3.04061e-05
internal_weight=0 0.00325347 0.00210525 0.00558947 0.00428789 0.00328448 0.00228311
internal_count=3910 1754 1506 2156 1161 927 702
is_linear=0
shrinkage=0.00196078


Tree=9678
num_leaves=6
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split_feature=133 160 4 2 0
split_gain=7.1238e-06 3.55567e-05 2.00301e-05 2.92699e-05 3.37887e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.25367000000000006 0.10113500000000002 -0.077944999999999987
decision_type=2 2 2 2 2
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leaf_count=604 1086 927 338 484 471
internal_value=0 -0.00110011 0.00245489 -0.000328173 0.00519041
internal_weight=0 0.00734183 0.00582245 0.00475245 0.00318
internal_count=3910 3306 2220 1882 1398
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=6
num_cat=0
split_feature=43 12 3 15 16
split_gain=7.91242e-06 3.1212e-05 2.83791e-05 1.71863e-05 9.43497e-06
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decision_type=2 2 2 2 2
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leaf_weight=0.001574286583100176 0.0018146020658681948 0.0015186995213234715 0.0010718218929979568 0.0013342501870083354 0.0010180836375746573
leaf_count=602 1566 921 250 341 230
internal_value=0 0.00146894 0.00512818 -0.000229774 0.00543091
internal_weight=0 0.00675746 0.00523876 0.00342416 0.00208991
internal_count=3910 3308 2387 821 480
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=7
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split_feature=4 42 151 0 0 16
split_gain=1.4055e-05 2.20915e-05 2.47838e-05 3.03781e-05 4.13797e-05 4.44253e-05
threshold=0.28937500000000005 0.086700000000000013 -0.016164999999999995 0.039665000000000006 -0.083424999999999985 -0.092424999999999993
decision_type=2 2 2 2 2 2
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internal_value=0 -3.41451e-05 2.45337e-05 -3.45073e-05 -0.000117775 2.71292e-05
internal_weight=0 0.00767503 0.0058537 0.00482125 0.0037484 0.00250776
internal_count=3910 3484 2218 1810 1603 906
is_linear=0
shrinkage=0.00196078


Tree=9681
num_leaves=6
num_cat=0
split_feature=1 4 16 13 52
split_gain=6.87958e-06 2.29121e-05 1.67637e-05 2.4307e-05 2.54779e-05
threshold=0.076710000000000014 -0.082054999999999975 0.10994000000000002 -0.0010249999999999997 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
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leaf_weight=0.0015878649976778828 0.0015466178357497499 0.001325017134034427 0.0010470439195435543 0.0011278000484945387 0.001698024512888694
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internal_value=0 -0.0039384 0.00208754 0.00480916 -0.000706825
internal_weight=0 0.00291288 0.00541949 0.00437244 0.00282582
internal_count=3910 2008 1902 1534 514
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=6
num_cat=0
split_feature=52 52 15 2 43
split_gain=7.30075e-06 1.58817e-05 1.3256e-05 3.44298e-05 3.48076e-05
threshold=-0.048794999999999991 -0.092854999999999979 -0.11739999999999999 0.106035 -0.0037249999999999996
decision_type=2 2 2 2 2
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internal_value=0 0.00420127 -0.00209652 0.000374875 0.00565884
internal_weight=0 0.00274806 0.00557516 0.00443572 0.00326226
internal_count=3910 1190 2720 2253 1944
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=7
num_cat=0
split_feature=16 43 133 1 4 47
split_gain=1.54187e-05 5.66579e-05 4.20306e-05 5.31574e-05 6.58459e-05 2.07833e-05
threshold=0.18936500000000003 -0.093039999999999984 -0.0056849999999999991 0.086245000000000002 0.0057500000000000008 0.078660000000000022
decision_type=2 2 2 2 2 2
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internal_value=0 -4.23762e-05 3.47726e-05 0.000111287 -3.27925e-05 0.000168514
internal_weight=0 0.00712656 0.00596503 0.00490501 0.00327389 0.00214812
internal_count=3910 3332 2839 1919 962 437
is_linear=0
shrinkage=0.00196078


Tree=9684
num_leaves=7
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split_feature=1 457 49 42 0 15
split_gain=7.34799e-06 1.74738e-05 1.6764e-05 2.86839e-05 1.75373e-05 2.22369e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0072953 0.006183 0.00512846 0.00400505 0.00222449
internal_count=3910 3565 3254 2826 1924 990
is_linear=0
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Tree=9685
num_leaves=6
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split_feature=42 43 52 1 47
split_gain=7.33718e-06 1.30959e-05 2.15578e-05 1.61483e-05 2.15314e-05
threshold=-1.0000000180025095e-35 -0.074254999999999988 -0.074484999999999982 0.085835000000000009 0.078660000000000022
decision_type=2 2 2 2 2
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leaf_count=1060 1138 382 633 556 141
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internal_weight=0 0.00691456 0.00498319 0.00383086 0.00257116
internal_count=3910 2850 1712 1330 697
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=7
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split_feature=50 4 151 15 16 2
split_gain=1.68755e-05 2.81023e-05 2.66827e-05 2.35222e-05 2.80409e-05 3.56912e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00819783 0.00717133 0.00591141 0.00396886 0.00262151
internal_count=3910 3155 2759 2309 1543 1313
is_linear=0
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Tree=9687
num_leaves=7
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split_feature=13 16 12 13 48 4
split_gain=7.02755e-06 1.60612e-05 3.55384e-05 1.78354e-05 1.34932e-05 1.69966e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010802291206817782 0.0015880421129923798 0.00117872985848022 0.0011162288935149169 0.0012167011272879768 0.0011415291885611524 0.0010036590253658479
leaf_count=210 1493 527 849 428 191 212
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internal_weight=0 0.00724489 0.00606616 0.00494993 0.00336189 0.00222036
internal_count=3910 3700 3173 2324 831 640
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=6
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split_feature=4 13 42 4 1
split_gain=8.03449e-06 1.79826e-05 2.68286e-05 1.70109e-05 3.28446e-05
threshold=0.27608500000000008 -0.017604999999999999 0.086325000000000013 0.0057500000000000008 0.086560000000000012
decision_type=2 2 2 2 2
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right_child=-2 3 -4 -5 -6
leaf_value=0.00068158696249683709 0.0078354194116014957 0.0069007758985237663 -0.018743506392742113 0.01107101712612483 -0.015938191112459442
leaf_weight=0.0017408308558050556 0.0011273340887751901 0.0016163459008843939 0.0012018886647712833 0.0015970591095661826 0.0010315003121235673
leaf_count=766 441 743 1226 263 471
internal_value=0 -0.00124467 -0.00725216 0.00291994 -0.00199642
internal_weight=0 0.00718762 0.00294272 0.00424491 0.00264785
internal_count=3910 3469 1992 1477 1214
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=6
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split_feature=48 2 2 15 0
split_gain=1.71343e-05 2.87717e-05 3.87192e-05 3.18298e-05 1.85218e-05
threshold=0.091555000000000011 0.11260500000000001 0.087005000000000013 -0.053579999999999996 -0.088084999999999983
decision_type=2 2 2 2 2
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right_child=-2 -3 4 -5 -6
leaf_value=0.0002643140117845206 0.00016218924482836779 0.00023622698290091837 -0.000486171672231421 -0.00012795661207210207 -0.00014927994015021456
leaf_weight=0.0013889339524757942 0.001882798523546312 0.0011434895278522412 0.0010245864571233226 0.0018606797513081273 0.0016186198302508123
leaf_count=448 483 484 461 1135 899
internal_value=0 -4.84062e-05 -0.000103639 3.97058e-05 -0.000279869
internal_weight=0 0.00703631 0.00589282 0.00324961 0.00264321
internal_count=3910 3427 2943 1583 1360
is_linear=0
shrinkage=0.00196078


Tree=9690
num_leaves=7
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split_feature=50 42 47 13 3 42
split_gain=2.25627e-05 2.72267e-05 3.5059e-05 3.78444e-05 4.7183e-05 4.38583e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.077065000000000008 -0.032264999999999995 -0.015794999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00022777226762372388 -0.00028454460747620938 0.00021426774574454562 -0.00017281312285534343 0.00064478501263017451 0.00012016422249881008 -0.00032225240589696462
leaf_weight=0.001354745300953422 0.001006772762287598 0.0012902295353386013 0.0016525290610893782 0.0010185981974878534 0.0018675263658716934 0.0010729049132692564
leaf_count=862 755 295 338 299 288 1073
internal_value=0 2.63722e-05 7.6258e-05 0.000154669 0.000305318 -2.93219e-05
internal_weight=0 0.00825653 0.00690179 0.00524926 0.00288612 0.00236313
internal_count=3910 3155 2293 1955 587 1368
is_linear=0
shrinkage=0.00196078


Tree=9691
num_leaves=6
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split_feature=48 2 4 1 13
split_gain=7.8415e-06 2.54701e-05 3.02424e-05 2.99046e-05 1.76804e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.10884000000000001 -0.014114999999999997
decision_type=2 2 2 2 2
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leaf_count=674 483 484 1392 273 604
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internal_weight=0 0.00657743 0.00551652 0.00410436 0.00306598
internal_count=3910 3427 2943 2269 1996
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 13
split_gain=1.00379e-05 2.03852e-05 3.33034e-05 3.16194e-05 3.22767e-05 2.98794e-05
threshold=-0.23438999999999996 0.10911000000000001 0.11198000000000001 0.083775000000000002 -0.10209999999999998 -0.016579999999999998
decision_type=2 2 2 2 2 2
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leaf_count=210 346 199 394 448 1370 943
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internal_weight=0 0.00765027 0.00662852 0.00528863 0.00400667 0.00293517
internal_count=3910 3700 3501 3107 2659 2313
is_linear=0
shrinkage=0.00196078


Tree=9693
num_leaves=8
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split_feature=50 42 16 48 42 1 1
split_gain=1.46993e-05 2.33341e-05 2.34816e-05 4.82987e-05 5.49672e-05 2.82692e-05 5.27799e-06
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
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leaf_count=864 747 271 135 364 840 397 292
internal_value=0 2.07749e-05 6.75376e-05 0.000161758 3.62565e-05 -7.28293e-05 0.000223842
internal_weight=0 0.00818872 0.0068262 0.00408451 0.00303354 0.00274169 0.00201549
internal_count=3910 3163 2299 1631 1267 668 427
is_linear=0
shrinkage=0.00196078


Tree=9694
num_leaves=6
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split_feature=47 13 2 2 0
split_gain=7.76849e-06 1.67599e-05 2.6032e-05 2.19289e-05 2.33141e-05
threshold=0.10436500000000001 -0.017604999999999999 0.097940000000000013 0.097575000000000009 -0.083564999999999987
decision_type=2 2 2 2 2
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right_child=-2 3 -4 -5 -6
leaf_value=-0.017405376299911238 0.0068975522032030459 8.4131172811805174e-05 0.0020590075118920854 -0.0067233981371920548 0.019053279679399109
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leaf_count=1518 290 450 529 564 559
internal_value=0 -0.00137408 -0.00745474 0.00256865 0.0081334
internal_weight=0 0.00699074 0.00274983 0.00424091 0.00265244
internal_count=3910 3620 2047 1573 1009
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=6
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split_feature=42 160 43 16 0
split_gain=7.88304e-06 1.41272e-05 2.02176e-05 2.5205e-05 4.15401e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 -0.013024999999999998 -0.16443499999999997
decision_type=2 2 2 2 2
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internal_value=0 0.00135995 0.00376336 -0.000202814 0.00509421
internal_weight=0 0.00692685 0.00539799 0.00380141 0.00267108
internal_count=3910 2850 1810 1206 859
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=7
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split_feature=52 52 15 2 12 3
split_gain=7.93522e-06 1.27257e-05 1.21584e-05 2.61953e-05 3.92145e-05 5.6468e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00274619 0.00558068 0.00443675 0.00326796 0.00226584
internal_count=3910 1190 2720 2253 1944 1282
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shrinkage=0.1


Tree=9697
num_leaves=7
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split_feature=2 4 48 4 15 1
split_gain=1.08287e-05 3.01265e-05 3.22306e-05 1.82745e-05 1.7659e-05 3.4497e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00626653 0.00524697 0.00244465 0.00388552 0.00271342
internal_count=3910 3143 2846 767 2353 1079
is_linear=0
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Tree=9698
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_count=3910 3303 2732 1305 607 571
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Tree=9699
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decision_type=2 2 2 2 2 2
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Tree=9700
num_leaves=7
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is_linear=0
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Tree=9701
num_leaves=6
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split_feature=150 15 43 3 15
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internal_weight=0 0.00734346 0.00433938 0.00296106 0.00300409
internal_count=3910 3452 2021 1533 1431
is_linear=0
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Tree=9702
num_leaves=7
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split_feature=4 151 16 2 4 1
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decision_type=2 2 2 2 2 2
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internal_count=3910 3469 2907 2301 1892 1328
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=6
num_cat=0
split_feature=0 1 2 3 48
split_gain=7.36665e-06 1.57451e-05 1.74241e-05 2.80941e-05 5.02887e-05
threshold=0.10302000000000001 0.076710000000000014 0.11542500000000001 -0.074234999999999982 0.08407000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0091815802840044033 0.0074398943780484882 0.010616842514006816 0.012369037725730321 -0.017910796864989736 0.0091065654517625046
leaf_weight=0.0018440524205083639 0.001139502215154924 0.0013164364755918075 0.0011617580165009939 0.0017110321773537544 0.0011533328281527352
leaf_count=1929 210 711 383 463 214
internal_value=0 -0.0012145 0.00153544 -0.00147499 -0.00703229
internal_weight=0 0.00718661 0.00534256 0.0041808 0.00286437
internal_count=3910 3700 1771 1388 677
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=6
num_cat=0
split_feature=51 1 1 2 16
split_gain=7.83272e-06 1.53828e-05 1.95906e-05 1.11493e-05 3.16103e-05
threshold=-0.09021499999999999 0.11561500000000001 0.096035000000000023 0.087005000000000013 -0.090809999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0075900995538256653 0.0066137974631594217 0.0093232764660987882 -0.013162436149428204 0.0096390445815949972 -0.011989700692265097
leaf_weight=0.0011613087085228834 0.0016305482155948882 0.0011514397968248585 0.0015069434933148692 0.0010919918108653207 0.001772584630003674
leaf_count=515 1113 451 485 378 968
internal_value=0 -0.0012641 -0.00329519 1.27058e-05 -0.00374471
internal_weight=0 0.00715351 0.00600207 0.00449512 0.00286458
internal_count=3910 3395 2944 2459 1346
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=6
num_cat=0
split_feature=4 16 48 15 3
split_gain=8.59613e-06 1.41851e-05 2.59841e-05 2.43951e-05 5.09588e-05
threshold=0.25367000000000006 -0.092424999999999993 0.085265000000000021 -0.017214999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0001841004715549071 0.00012188942597284012 -0.00031879301875134672 0.00026774381893134166 -0.00015919455530276805 0.00037707677372770734
leaf_weight=0.0018160243131288712 0.0016640103210454867 0.0010329583317296594 0.0012189918752215541 0.0019216075247554731 0.0010554285968280984
leaf_count=576 534 575 491 1587 147
internal_value=0 -3.48027e-05 1.70484e-05 -5.91601e-05 3.09261e-05
internal_weight=0 0.00704501 0.00522899 0.00400999 0.00297704
internal_count=3910 3376 2800 2309 1734
is_linear=0
shrinkage=0.00196078


Tree=9706
num_leaves=8
num_cat=0
split_feature=12 52 12 47 4 0 3
split_gain=1.80833e-05 3.44257e-05 5.72502e-05 4.27169e-05 3.85867e-05 3.96668e-05 1.98983e-05
threshold=-0.036459999999999992 -0.18817999999999999 0.10129000000000001 0.09252500000000001 -0.06272999999999998 -0.14136999999999997 -0.089604999999999976
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=-0.00025173707969540287 0.00036137744869753504 0.00011112128625934944 -0.00045529979889384668 -0.0003122337790847992 7.3999650770749647e-05 0.00053494978013962657 -0.00026242281086503988
leaf_weight=0.0010173310568251303 0.0010260953403788842 0.0011001149326930364 0.0010102246969472756 0.0010498745165435381 0.0017005044818117351 0.0012419833551405989 0.0010929792168143154
leaf_count=504 474 341 407 215 208 876 885
internal_value=0 2.53845e-05 -2.25277e-05 4.81537e-05 0.000121828 0.00026856 -7.50431e-05
internal_weight=0 0.00822178 0.00719568 0.00618546 0.00513558 0.00294249 0.00219309
internal_count=3910 3406 2932 2525 2310 1084 1226
is_linear=0
shrinkage=0.00196078


Tree=9707
num_leaves=7
num_cat=0
split_feature=51 42 49 49 1 3
split_gain=1.0712e-05 1.97881e-05 1.59869e-05 2.64204e-05 4.38098e-05 5.57769e-05
threshold=-0.09021499999999999 -0.0060199999999999993 0.024250000000000004 -0.045004999999999996 0.092550000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.0001600798269728408 -0.0002853230141507056 0.00016649138786619113 0.00021555247914562236 -0.00022144914972478417 -0.00040659784782485061 0.00037303114883764784
leaf_weight=0.0012828497317584758 0.0010379165568633894 0.0016916343448130917 0.001154538887500371 0.0014443261996227223 0.0013861170414193181 0.0010464080108077759
leaf_count=515 912 441 439 990 539 74
internal_value=0 -3.33374e-05 5.56476e-06 -3.79729e-05 -0.000127189 2.83041e-05
internal_weight=0 0.00776094 0.00672302 0.00556849 0.00387685 0.00249073
internal_count=3910 3395 2483 2044 1603 1064
is_linear=0
shrinkage=0.00196078


Tree=9708
num_leaves=6
num_cat=0
split_feature=0 1 160 0 1
split_gain=7.37503e-06 1.28953e-05 1.51183e-05 1.85357e-05 1.87393e-05
threshold=0.10302000000000001 0.076710000000000014 1.0000000180025095e-35 -0.077944999999999987 0.11198000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
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leaf_weight=0.0018490153197340568 0.0011434308955155584 0.0018275460320378919 0.0010594766750166582 0.0013364625754518833 0.0011274741228155317
leaf_count=1929 210 638 283 589 261
internal_value=0 -0.00122231 0.00126544 0.0039065 -0.000513265
internal_weight=0 0.00719997 0.00535096 0.00429148 0.00295502
internal_count=3910 3700 1771 1488 899
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=7
num_cat=0
split_feature=42 160 151 160 12 2
split_gain=1.52934e-05 2.02141e-05 2.35708e-05 5.67535e-05 6.53541e-05 9.21277e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0088999999999999982 1.0000000180025095e-35 0.095295000000000019 0.091525000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=-0.00018087052031451198 -0.00015859398849968502 -0.00017769133320743959 6.7928605497564391e-05 -0.00021668671348176052 -0.00011742998037696918 0.00082897857685761166
leaf_weight=0.0015298566690259948 0.0016349883788018627 0.0010539288689615433 0.0012135083075115096 0.0012337520531376578 0.0011373742409332855 0.001232796876666168
leaf_count=1060 1040 364 492 343 322 289
internal_value=0 3.42272e-05 8.79218e-05 0.000146031 0.000270904 0.000451454
internal_weight=0 0.00750635 0.00587136 0.00481743 0.00358368 0.00244631
internal_count=3910 2850 1810 1446 1103 781
is_linear=0
shrinkage=0.00196078


Tree=9710
num_leaves=6
num_cat=0
split_feature=43 133 160 16 1
split_gain=7.31067e-06 2.65594e-05 3.3415e-05 5.74517e-05 2.27231e-05
threshold=-0.093039999999999984 0.083815000000000014 1.0000000180025095e-35 -0.008069999999999999 0.090475000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0061653610292230418 -0.016723527135660082 0.014905775332664996 -0.016135962630289918 0.018471511484432747 0.0015044252758992598
leaf_weight=0.0015775631870620574 0.0011327949300966897 0.0011974385751698157 0.0012200097637041938 0.0014953794446355235 0.0017258280972388368
leaf_count=602 858 1010 319 636 485
internal_value=0 0.0013936 -0.00150916 0.00258934 -0.00571882
internal_weight=0 0.00677145 0.00557401 0.004354 0.00285862
internal_count=3910 3308 2298 1979 1343
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=6
num_cat=0
split_feature=42 160 49 1 15
split_gain=6.28375e-06 1.51519e-05 2.13286e-05 3.31277e-05 2.0156e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.11052000000000002 -0.021529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0061210378391703272 -0.0076085754472424291 0.014314292997288612 0.01624337058707815 -0.014716109211780111 -0.00093766946324453997
leaf_weight=0.0014080864127267835 0.0015214962113158292 0.0013997650789736027 0.0011026889867588215 0.0011097037072246964 0.0017932641052845295
leaf_count=1060 1040 317 364 326 803
internal_value=0 0.00120683 0.00368815 -2.51205e-05 0.00560434
internal_weight=0 0.00692692 0.00540542 0.00400566 0.00289595
internal_count=3910 2850 1810 1493 1167
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=7
num_cat=0
split_feature=131 16 4 2 12 52
split_gain=2.45511e-05 2.25626e-05 2.0743e-05 3.45195e-05 4.71656e-05 1.63363e-05
threshold=0.08103500000000001 -0.49150499999999991 0.080255000000000007 0.106285 0.089995000000000006 -0.0066199999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028675969115000115 -0.00028957593166326355 -8.0346474969003939e-05 -0.00022738705435905573 0.00033131070743000295 -0.00040136630295427674 0.00019936005520607088
leaf_weight=0.0011760365388698022 0.0010027432155098959 0.0014195309328699226 0.0013269124065051876 0.0012571254059661249 0.0010413360394293195 0.0018478209072757803
leaf_count=286 634 711 320 448 739 772
internal_value=0 3.57411e-05 -7.08768e-06 4.54326e-05 -3.79767e-05 7.7839e-05
internal_weight=0 0.00806876 0.00689273 0.00556581 0.00430869 0.00326735
internal_count=3910 3276 2990 2670 2222 1483
is_linear=0
shrinkage=0.00196078


Tree=9713
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=6.60097e-06 1.85968e-05 2.37662e-05 4.3085e-05 3.59909e-05 1.33624e-05
threshold=0.073820000000000011 -0.081419999999999979 -0.069134999999999988 -0.11739999999999999 -0.031229999999999997 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.011418461306016399 0.0075074088958618432 -0.015316744436092863 -0.018470241523252572 0.018431068975304617 0.0063494055758613333 -0.0078328821881577856
leaf_weight=0.001024224615903277 0.0010204115948221236 0.0012727626378061085 0.0010107119740483629 0.0012846956283519861 0.0011462139361051874 0.0015802440430383977
leaf_count=273 503 743 402 514 704 771
internal_value=0 -0.00107795 -0.0031113 -1.78955e-05 0.00463164 -0.00187059
internal_weight=0 0.00731885 0.00629463 0.00502187 0.00401115 0.00272646
internal_count=3910 3407 3134 2391 1989 1475
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=6
num_cat=0
split_feature=4 1 3 2 0
split_gain=7.8294e-06 1.34213e-05 1.72833e-05 2.82762e-05 2.33132e-05
threshold=0.25367000000000006 0.11215000000000001 0.094625000000000015 0.097135000000000013 -0.084304999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.0060690469791380135 0.006276167420528631 -0.010464416444428123 0.01138004129852032 -0.016835636885138925 0.011031416401260258
leaf_weight=0.0016231248632287629 0.001594387522351315 0.0013422580879620359 0.0011846404691680662 0.0010146177397644647 0.0015668037126164609
leaf_count=1162 534 296 160 632 1126
internal_value=0 -0.00151723 0.000711195 -0.00229478 0.00233022
internal_weight=0 0.00673144 0.00538919 0.00420455 0.00318993
internal_count=3910 3376 3080 2920 2288
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=7
num_cat=0
split_feature=1 52 3 2 12 1
split_gain=1.33101e-05 3.10068e-05 2.13651e-05 2.75251e-05 1.92645e-05 1.19927e-05
threshold=0.10386500000000001 -0.014099999999999998 -0.11266 0.10066500000000002 0.088285000000000016 0.086560000000000012
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011816078632093611 0.001300553732424224 0.0019570059731686537 0.0012375391443200628 0.0010696707895057282 0.001130034402430524 0.0011242501676889413
leaf_count=295 393 502 1002 475 994 249
internal_value=0 9.30507e-05 -6.3855e-05 -0.000124723 -4.04211e-05 -0.000141163
internal_weight=0 0.00325756 0.0057431 0.00456149 0.00349182 0.00236179
internal_count=3910 895 3015 2720 2245 1251
is_linear=0
shrinkage=0.00196078


Tree=9716
num_leaves=7
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split_feature=50 42 51 16 1 48
split_gain=1.18701e-05 2.54973e-05 2.41074e-05 2.71075e-05 3.94471e-05 3.04518e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.07742499999999998 -0.092424999999999993 0.091845000000000024 0.084905000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
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leaf_weight=0.0013074677214020705 0.0010003290383577565 0.0010230888771752692 0.001415252220179272 0.0019053292649929524 0.0010724708982705433 0.0012389664508640442
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internal_value=0 2.04434e-05 6.96234e-05 0.000119922 0.000248351 -2.41646e-05
internal_weight=0 0.00796258 0.00665511 0.00563202 0.0029778 0.00265422
internal_count=3910 3131 2271 1798 1139 659
is_linear=0
shrinkage=0.00196078


Tree=9717
num_leaves=7
num_cat=0
split_feature=4 2 2 43 1 15
split_gain=2.07476e-05 4.17065e-05 3.56801e-05 3.90298e-05 2.37699e-05 2.47841e-05
threshold=0.15927500000000003 0.10796500000000002 0.106285 0.0033500000000000005 0.081005000000000008 -0.094924999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
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leaf_weight=0.0015817623854708727 0.0010282304255209429 0.0012955516974689583 0.0014761486380230745 0.0010665049855067589 0.0010185256836171236 0.0016465663763783694
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internal_weight=0 0.00232378 0.00678951 0.00531336 0.00424685 0.00266509
internal_count=3910 610 3300 2766 2266 896
is_linear=0
shrinkage=0.00196078


Tree=9718
num_leaves=6
num_cat=0
split_feature=1 47 3 4 2
split_gain=7.03418e-06 1.83681e-05 2.5606e-05 4.12933e-05 2.85701e-05
threshold=0.12730000000000002 0.09252500000000001 -0.069909999999999986 0.0057500000000000008 0.090050000000000005
decision_type=2 2 2 2 2
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leaf_count=1529 345 340 540 321 835
internal_value=0 -0.00113193 0.00104932 0.00705204 -0.00588513
internal_weight=0 0.0073175 0.00615151 0.00329727 0.00285424
internal_count=3910 3565 3225 861 2364
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=8
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split_feature=42 2 12 0 4 3 1
split_gain=9.6729e-06 2.11277e-05 3.02755e-05 3.51015e-05 4.45471e-05 2.82021e-05 2.47198e-05
threshold=-0.082904999999999993 0.086545000000000025 0.096315000000000026 -0.14136999999999997 -0.06272999999999998 -0.075954999999999981 0.10915500000000002
decision_type=2 2 2 2 2 2 2
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internal_value=0 -3.19406e-05 3.7771e-05 0.000111013 0.000284816 -0.00018564 -7.36478e-05
internal_weight=0 0.00758114 0.00521558 0.00420488 0.00216612 0.00236556 0.00203876
internal_count=3910 3333 1972 1521 1191 1361 330
is_linear=0
shrinkage=0.00196078


Tree=9720
num_leaves=7
num_cat=0
split_feature=47 13 42 15 52 1
split_gain=1.31272e-05 2.39602e-05 1.84758e-05 3.80782e-05 1.87092e-05 2.72679e-05
threshold=0.10436500000000001 -0.13934999999999997 0.091230000000000019 0.084050000000000014 1.0000000180025095e-35 0.095575000000000007
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00750185 0.00613533 0.00506667 0.00398083 0.00292306
internal_count=3910 3620 3321 2571 1688 1196
is_linear=0
shrinkage=0.00196078


Tree=9721
num_leaves=7
num_cat=0
split_feature=48 2 2 133 16 1
split_gain=1.25112e-05 2.30009e-05 2.14939e-05 3.28627e-05 4.57567e-05 4.77026e-05
threshold=0.092755000000000018 0.11260500000000001 0.10113500000000002 -1.0000000180025095e-35 -0.09601999999999998 0.081005000000000008
decision_type=2 2 2 2 2 2
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leaf_count=851 448 490 342 318 782 679
internal_value=0 -3.931e-05 -8.75112e-05 -3.44917e-05 4.44196e-05 -7.91162e-05
internal_weight=0 0.00732573 0.00614333 0.00508142 0.00406371 0.00300453
internal_count=3910 3462 2972 2630 1779 1461
is_linear=0
shrinkage=0.00196078


Tree=9722
num_leaves=7
num_cat=0
split_feature=15 52 2 13 3 15
split_gain=1.15261e-05 3.01864e-05 5.2684e-05 3.79839e-05 2.88905e-05 5.62951e-05
threshold=-0.15202999999999997 0.10433000000000002 0.106035 -0.083514999999999992 -0.075679999999999983 -0.064869999999999983
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011306567932235371 0.0011660504041114024 0.0013512090597932796 0.0014944140915427477 0.0014313312658706554 0.0011606807735648559 0.0012845748011462573
leaf_count=459 713 619 522 1128 201 268
internal_value=0 -3.49714e-05 -9.01176e-05 5.70873e-06 -8.76241e-05 4.1882e-05
internal_weight=0 0.00788826 0.00653705 0.00504264 0.00387659 0.00244526
internal_count=3910 3451 2832 2310 1597 469
is_linear=0
shrinkage=0.00196078


Tree=9723
num_leaves=7
num_cat=0
split_feature=131 13 15 2 48 16
split_gain=1.91895e-05 2.73356e-05 2.3729e-05 2.91446e-05 4.09773e-05 3.66732e-05
threshold=0.08103500000000001 -0.09547499999999999 0.085285000000000014 0.11230000000000001 0.083775000000000002 -0.008069999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.001939097482218443 0.0010038725745968756 0.001299781378065359 0.0010109102539236055 0.0011476300469789816 0.0014343592992879812 0.0013230598362997169
leaf_count=423 634 689 928 352 383 501
internal_value=0 3.15734e-05 -3.1834e-05 2.15579e-05 9.95936e-05 -4.61305e-05
internal_weight=0 0.00815484 0.00621574 0.00520483 0.0040572 0.00262284
internal_count=3910 3276 2853 1925 1573 1190
is_linear=0
shrinkage=0.00196078


Tree=9724
num_leaves=6
num_cat=0
split_feature=1 0 1 13 47
split_gain=2.01838e-05 3.12415e-05 2.57022e-05 2.75444e-05 3.15161e-05
threshold=0.076710000000000014 -0.076734999999999984 0.092550000000000007 -0.070604999999999987 0.09252500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.00034334919816727996 0.0002530322645371019 4.5733289067164029e-05 0.00022383760017284798 4.7601170203886047e-05 -0.00036395842437376763
leaf_weight=0.0014403843676744836 0.0018895675253189879 0.0017664905128443949 0.001227949339294401 0.0016965639550773548 0.0012369154804106005
leaf_count=1519 616 489 532 598 156
internal_value=0 -0.000129025 6.33871e-05 -2.27244e-05 -0.000125935
internal_weight=0 0.00320687 0.006051 0.00416143 0.00293348
internal_count=3910 2008 1902 1286 754
is_linear=0
shrinkage=0.00196078


Tree=9725
num_leaves=6
num_cat=0
split_feature=0 16 4 4 15
split_gain=7.81979e-06 1.45987e-05 1.75881e-05 3.17084e-05 2.70927e-05
threshold=0.10302000000000001 0.081265000000000018 -0.082054999999999975 0.0057500000000000008 -0.095799999999999982
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
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leaf_weight=0.0010482008532108509 0.0011558249828234595 0.0014573016951661116 0.0016040373211237365 0.0019416500614089806 0.001210159199873278
leaf_count=643 210 587 1572 530 368
internal_value=0 -0.00126907 0.000977693 -0.00160666 0.0042184
internal_weight=0 0.00726135 0.00580405 0.00475585 0.00315181
internal_count=3910 3700 3113 2470 898
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=7
num_cat=0
split_feature=47 13 48 12 16 16
split_gain=7.83018e-06 1.64881e-05 1.45055e-05 2.87819e-05 3.32368e-05 6.36237e-06
threshold=0.10436500000000001 -0.13934999999999997 0.083775000000000002 0.084575000000000025 -0.088144999999999987 -0.008069999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.011651372526145549 0.0068745464309930646 0.00070891987343398141 0.0090138248827027305 0.0019463443306218077 -0.023554718654785103 0.011669396272895323
leaf_weight=0.0012815684906830483 0.0013682055184479442 0.0011085080832429247 0.0015907754093450561 0.001032352574093569 0.0010122318720699663 0.001014144687453359
leaf_count=299 290 514 505 491 1518 293
internal_value=0 -0.00139302 0.000890194 -0.00221087 -0.0106787 0.00594553
internal_weight=0 0.00703958 0.00575801 0.00416724 0.00204458 0.00212265
internal_count=3910 3620 3321 2816 2009 807
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=7
num_cat=0
split_feature=47 159 42 0 43 4
split_gain=1.3091e-05 1.5444e-05 2.63244e-05 3.73697e-05 4.53078e-05 3.04009e-05
threshold=0.09550500000000002 0.078065000000000009 0.084685000000000024 -0.21145499999999998 0.0016850000000000001 -0.0021099999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00013700446158289523 0.00014779672525689616 0.00017572747227127475 0.00012968892134704199 -0.00019943113270984929 7.5679510568001362e-05 -0.00065703667727541224
leaf_weight=0.001206674360301863 0.0017605497898986249 0.0010779855326332882 0.0016899304079993713 0.0011408723157396417 0.0010186267534380432 0.0010928252057722317
leaf_count=140 389 617 1285 914 269 296
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internal_weight=0 0.00722691 0.00614893 0.004459 0.00325232 0.0022337
internal_count=3910 3521 2904 1619 1479 1210
is_linear=0
shrinkage=0.00196078


Tree=9728
num_leaves=7
num_cat=0
split_feature=13 47 42 160 160 16
split_gain=1.30603e-05 2.17413e-05 2.3001e-05 3.45976e-05 3.66464e-05 5.25076e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.0060199999999999993 -1.0000000180025095e-35 0.087825000000000014 -0.087089999999999987
decision_type=2 2 2 2 2 2
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leaf_value=0.00018851582582848678 -0.00024865714713602607 -0.00028987852705807576 -0.00020591265585136211 0.00051891367040978007 -0.00017155231589880747 1.0719627240119445e-05
leaf_weight=0.0011619919418113418 0.0011208771745734904 0.0010993384445086617 0.0014131888438884905 0.0015035614760071209 0.0010305787085277286 0.0016280626318609646
leaf_count=210 994 219 922 464 295 806
internal_value=0 -3.43154e-05 7.64083e-06 5.9167e-05 0.000149169 0.000254715
internal_weight=0 0.00779561 0.00669627 0.00557539 0.0041622 0.00313162
internal_count=3910 3700 3481 2487 1565 1270
is_linear=0
shrinkage=0.00196078


Tree=9729
num_leaves=6
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split_feature=0 42 47 52 0
split_gain=7.43156e-06 2.52227e-05 1.81658e-05 1.73634e-05 3.34679e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 0.087850000000000025 1.0000000180025095e-35 -0.13506999999999997
decision_type=2 2 2 2 2
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right_child=-2 2 -4 -5 -6
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leaf_count=1005 446 289 361 800 1009
internal_value=0 -0.00156672 0.00112867 0.0046647 0.000336101
internal_weight=0 0.006678 0.00560069 0.00404237 0.00281461
internal_count=3910 3464 2459 2098 1298
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=7
num_cat=0
split_feature=47 13 42 12 16 2
split_gain=8.16931e-06 1.53422e-05 2.43283e-05 1.88793e-05 1.84723e-05 3.53167e-06
threshold=0.10436500000000001 -0.017604999999999999 0.086325000000000013 0.086865000000000012 -0.008069999999999999 0.090695000000000012
decision_type=2 2 2 2 2 2
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leaf_value=0.0001511292331595519 0.0070208905582132891 -0.011646998625192884 -0.019153710578418318 0.013201409460557964 0.0086453325343974746 -0.0032517831484892021
leaf_weight=0.0017086915497488656 0.0013697241998559826 0.0010033760852412583 0.0010563872541397895 0.0011636121000774702 0.0011058603225879817 0.001000992575793037
leaf_count=812 290 264 1235 815 306 188
internal_value=0 -0.00141996 -0.00722421 0.00233526 -0.00173003 -0.00745438
internal_weight=0 0.00703892 0.00276508 0.00427384 0.00311023 0.00200437
internal_count=3910 3620 2047 1573 758 452
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=7
num_cat=0
split_feature=52 160 47 4 1 51
split_gain=7.15965e-06 1.39264e-05 2.1594e-05 2.6368e-05 2.20692e-05 2.73848e-06
threshold=-0.081429999999999989 0.043720000000000009 0.09550500000000002 -1.0000000180025095e-35 0.076710000000000014 -0.086654999999999982
decision_type=2 2 2 2 2 2
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leaf_value=0.008852529920736556 -0.0038434131604491101 -0.012478085377563668 0.013075200163570151 -0.01222037359809677 0.015149534051958137 0.0014644885492076881
leaf_weight=0.001006550239189482 0.001545058625315221 0.0010058262501663057 0.0010676172633356379 0.0017620263203612036 0.0010128349434612601 0.001000301879677763
leaf_count=408 1118 277 255 744 545 563
internal_value=0 -0.00167649 0.000340112 -0.00280721 0.00367712 0.00517001
internal_weight=0 0.00639336 0.00538754 0.00431992 0.00255789 0.00200685
internal_count=3910 2939 2662 2407 1663 971
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=6
num_cat=0
split_feature=15 16 0 52 3
split_gain=7.57219e-06 2.44058e-05 2.76385e-05 2.45068e-05 2.80003e-05
threshold=-0.15202999999999997 -0.30307999999999996 -0.10575999999999998 0.089525000000000007 -0.075679999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0078400658226273848 -0.015362020485360273 0.011442685656526888 -0.018713459092331457 0.0070685824407309434 0.00096948426943357111
leaf_weight=0.001065493984391438 0.0010413011039750227 0.0018479195327620965 0.0013980641656115306 0.0015422900455527013 0.0014962317110959657
leaf_count=459 298 340 1606 716 491
internal_value=0 -0.00118234 0.00116714 -0.00311281 -0.00853819
internal_weight=0 0.00732581 0.00628451 0.00443659 0.0028943
internal_count=3910 3451 3153 2813 2097
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=7
num_cat=0
split_feature=51 0 3 15 3 48
split_gain=7.88243e-06 1.54546e-05 2.31809e-05 2.90068e-05 5.66575e-05 1.59241e-05
threshold=0.08955500000000001 -0.14012999999999998 -0.10628499999999998 0.085120000000000015 -0.048154999999999996 0.084795000000000023
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.0172024437513516 -0.0080339128346469408 0.010254026803640752 -0.02995799307936349 0.0082538100931924142 -0.00049325575249977392 -0.00020053121504797421
leaf_weight=0.0010365798117491212 0.0010737480826983753 0.0012237883597960445 0.0010031518288362061 0.0011088073357829347 0.0018675711135059648 0.0010670015433204465
leaf_count=270 487 339 1204 956 507 147
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internal_weight=0 0.0073069 0.00520332 0.00397953 0.00287072 0.00210358
internal_count=3910 3423 3006 2667 1711 417
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=7
num_cat=0
split_feature=52 43 15 3 15 4
split_gain=1.10953e-05 1.34893e-05 1.31863e-05 1.71737e-05 2.71093e-05 2.86632e-05
threshold=-0.081429999999999989 -0.074254999999999988 0.084050000000000014 -0.10628499999999998 -0.074174999999999977 0.053925000000000008
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010928924706679135 0.0011416338570908475 0.0010113871327568677 0.0014549003955730208 0.0012521789890451291 0.0016533715824070538 0.001173261089852512
leaf_count=513 232 458 1215 427 616 449
internal_value=0 0.000119014 -4.4272e-05 1.73427e-06 -5.7764e-05 7.42172e-05
internal_weight=0 0.00210428 0.00667535 0.00522045 0.00407881 0.00242544
internal_count=3910 971 2939 1724 1492 876
is_linear=0
shrinkage=0.00196078


Tree=9735
num_leaves=6
num_cat=0
split_feature=42 160 43 16 2
split_gain=1.30662e-05 2.63387e-05 3.19046e-05 3.72022e-05 2.41942e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074254999999999988 0.032820000000000009 0.086650000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.00017140595540484052 -0.00018961358326361223 0.00031814213807156139 -0.00012878743277158636 -0.00032483154216991105 0.00023861185124600853
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leaf_count=1060 1040 604 428 276 502
internal_value=0 2.98399e-05 9.25232e-05 -2.42671e-06 0.000107659
internal_weight=0 0.00736139 0.00572589 0.00402992 0.00300415
internal_count=3910 2850 1810 1206 930
is_linear=0
shrinkage=0.00196078


Tree=9736
num_leaves=7
num_cat=0
split_feature=52 52 0 47 3 51
split_gain=7.58466e-06 1.37438e-05 2.35473e-05 2.61393e-05 1.40033e-05 1.32694e-06
threshold=-0.081429999999999989 -0.0066199999999999991 -0.083424999999999985 0.087850000000000025 -0.083144999999999983 -0.087719999999999979
decision_type=2 2 2 2 2 2
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leaf_value=0.0079027665687523008 -0.011691577554877555 0.013138723179509227 0.00093298054327794414 -0.0058354794914187713 -0.015255188362614811 0.0027580801491082999
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leaf_count=403 527 1036 459 202 715 568
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internal_weight=0 0.00637764 0.00524067 0.0030964 0.00214427 0.00200537
internal_count=3910 2939 2412 1238 1174 971
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=7
num_cat=0
split_feature=0 42 15 16 151 15
split_gain=6.6098e-06 1.39946e-05 4.278e-05 3.41961e-05 2.6956e-05 4.52671e-05
threshold=0.10302000000000001 0.091230000000000019 0.079360000000000014 0.032820000000000009 -0.0088999999999999982 -0.10469999999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00722028 0.00594991 0.00477977 0.00358905 0.00245529
internal_count=3910 3700 2835 1829 1392 903
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=6
num_cat=0
split_feature=15 13 13 3 0
split_gain=9.28355e-06 1.65845e-05 2.66244e-05 3.60343e-05 2.57696e-05
threshold=-0.106555 -0.09547499999999999 -0.032264999999999995 0.076695000000000013 -0.07773999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_weight=0.0018166663307808105 0.0014504705431021654 0.0012162942453893188 0.0011280505345317327 0.0017455551230282293 0.0013746367355591128
leaf_count=671 309 1472 709 253 496
internal_value=0 -3.6372e-05 -8.58444e-05 -1.26113e-05 0.000138204
internal_weight=0 0.00691501 0.00546454 0.00424824 0.00250269
internal_count=3910 3239 2930 1458 1205
is_linear=0
shrinkage=0.00196078


Tree=9739
num_leaves=7
num_cat=0
split_feature=42 2 151 16 13 4
split_gain=6.80465e-06 2.22978e-05 2.29359e-05 5.21191e-05 2.08487e-05 1.78795e-05
threshold=-0.088669999999999985 0.086545000000000025 -0.0088999999999999982 -0.090809999999999988 -0.073799999999999991 -0.0010999999999999996
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00723114 0.00498022 0.00383226 0.00235854 0.00225092
internal_count=3910 3430 2023 1603 1137 1407
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=8
num_cat=0
split_feature=43 1 12 0 4 150 0
split_gain=1.23669e-05 4.1252e-05 3.21218e-05 3.6926e-05 3.10487e-05 2.51986e-05 6.026e-06
threshold=-0.24333999999999997 0.11797500000000001 0.086935000000000012 -0.082194999999999976 -0.082509999999999986 0.083205000000000015 -0.14733499999999997
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.000205836552702286 0.00036533368367954366 0.00034152923276339577 -0.00048320991270745547 -1.5357140313072754e-05 -4.8819818153374965e-05 0.00022083345890390647 -0.00026317252199201092
leaf_weight=0.0010164987986277926 0.0010334839013486493 0.0013144219145929548 0.0010876089583595002 0.0016068242295469068 0.0010130601545741906 0.0010350272173118378 0.0010039119205821313
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internal_value=0 2.36177e-05 -3.80158e-05 -0.000204206 7.1589e-05 -2.78803e-05 -0.00015551
internal_weight=0 0.00809434 0.00677992 0.00269443 0.00408548 0.003052 0.00201697
internal_count=3910 3701 3235 1789 1446 1032 747
is_linear=0
shrinkage=0.00196078


Tree=9741
num_leaves=7
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split_feature=52 160 2 4 2 2
split_gain=1.87514e-05 3.09921e-05 3.51255e-05 7.32768e-05 2.98506e-05 2.46743e-05
threshold=-0.048794999999999991 -1.0000000180025095e-35 0.11005500000000001 -0.08422499999999998 0.083585000000000007 0.096970000000000015
decision_type=2 2 2 2 2 2
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leaf_count=674 924 369 315 470 642 516
internal_value=0 -6.46643e-05 6.77919e-08 -0.000104158 7.22408e-05 0.000125728
internal_weight=0 0.00604567 0.00498569 0.00355855 0.00255451 0.00296378
internal_count=3910 2720 1796 1481 1112 1190
is_linear=0
shrinkage=0.00196078


Tree=9742
num_leaves=7
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split_feature=43 43 52 16 16 48
split_gain=2.4656e-05 3.02352e-05 2.5303e-05 3.94497e-05 2.95212e-05 2.04578e-05
threshold=-0.093039999999999984 -0.074254999999999988 -0.074484999999999982 -0.0083999999999999995 -0.088144999999999987 0.084905000000000022
decision_type=2 2 2 2 2 2
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leaf_weight=0.0017770864725060193 0.001364590064321841 0.001385993555582026 0.0015978728417988246 0.0012457854579722284 0.0010080429915632415 0.0010115348824352511
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internal_weight=0 0.00761382 0.00624923 0.00486324 0.00361745 0.00260941
internal_count=3910 3308 2354 1874 1557 770
is_linear=0
shrinkage=0.00196078


Tree=9743
num_leaves=6
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split_feature=52 15 2 3 4
split_gain=7.22666e-06 1.43408e-05 1.14267e-05 3.1007e-05 2.35685e-05
threshold=-0.048794999999999991 -0.053579999999999996 0.11339500000000001 -0.00088499999999999983 -0.076329999999999995
decision_type=2 2 2 2 2
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leaf_weight=0.0014646353369304427 0.0014551643090564366 0.0013070253116217558 0.0013117564836134374 0.0016250154882215062 0.0012316260121470037
leaf_count=631 946 559 393 232 1149
internal_value=0 0.00414443 -0.00209448 0.00039181 -0.00620315
internal_weight=0 0.00277166 0.00562356 0.00431181 0.00268679
internal_count=3910 1190 2720 2327 2095
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=6
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split_feature=4 13 0 42 0
split_gain=7.87561e-06 1.49495e-05 1.69804e-05 3.41656e-05 6.3939e-05
threshold=0.25367000000000006 -0.13934999999999997 -0.017269999999999997 0.085195000000000007 -0.10071499999999999
decision_type=2 2 2 2 2
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leaf_value=-0.01174717563545242 0.0062635459405204381 0.0046935807380449612 0.01185423277801971 0.011287689423394857 -0.023973776139650987
leaf_weight=0.001181035532796618 0.0016067070312776009 0.0017941229728069606 0.0010868614748188472 0.0013444347710582045 0.0013737421094182553
leaf_count=214 534 316 308 1259 1279
internal_value=0 -0.00152315 0.000633407 -0.00206931 -0.007738
internal_weight=0 0.0067802 0.00559916 0.0045123 0.00316787
internal_count=3910 3376 3162 2854 1595
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=7
num_cat=0
split_feature=1 42 133 2 13 2
split_gain=8.37923e-06 1.52612e-05 2.17347e-05 2.53391e-05 4.49968e-05 3.44887e-05
threshold=0.12730000000000002 0.092145000000000019 0.065880000000000008 0.099015000000000006 -1.0000000180025095e-35 0.085805000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0253285236378567 0.0083807463958082747 -0.012165339137795998 0.011727242444855708 0.0070078752994008342 0.013148505989449433 -0.012651542462214055
leaf_weight=0.0010050940524507024 0.0010378672647371233 0.001085255656871364 0.0013862964941360771 0.0017862553716793852 0.0010530406327185905 0.0010199929691176923
leaf_count=955 345 721 890 534 207 258
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internal_weight=0 0.00733594 0.00625068 0.00486438 0.00307813 0.00207303
internal_count=3910 3565 2844 1954 1420 465
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=6
num_cat=0
split_feature=133 160 42 12 0
split_gain=1.37945e-05 4.10598e-05 3.09487e-05 3.36629e-05 4.46518e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.00020051618188629552 -0.00031371644301139245 -0.00019416679887287089 0.00027795650277484562 -0.00027701388861988319 0.00027477373527671708
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leaf_count=604 1086 164 685 766 605
internal_value=0 -3.60778e-05 3.57076e-05 -4.23387e-05 7.35243e-05
internal_weight=0 0.00792064 0.00629343 0.00475991 0.00318662
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.00196078


Tree=9747
num_leaves=6
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split_feature=133 160 42 12 0
split_gain=9.74927e-06 3.70928e-05 2.36618e-05 3.07885e-05 3.65214e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.00017523714061269346 -0.00029277745685931143 -0.00015656684348299904 0.00025861078946727881 -0.00025372508622490607 0.00027336203013097305
leaf_weight=0.0010444828305661629 0.0015960189395362251 0.001344117122633108 0.0014813666673504809 0.0015293391379778611 0.001746992561162916
leaf_count=604 1086 164 685 766 605
internal_value=0 -2.66433e-05 4.2968e-05 -2.61694e-05 8.64147e-05
internal_weight=0 0.00769783 0.00610182 0.00462045 0.00309111
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.00196078


Tree=9748
num_leaves=7
num_cat=0
split_feature=48 3 160 2 43 16
split_gain=1.69402e-05 2.24333e-05 2.64542e-05 3.16297e-05 4.69573e-05 4.11772e-05
threshold=0.092755000000000018 -0.10628499999999998 -0.026849999999999995 0.10393500000000001 -0.074254999999999988 -0.088144999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.00017651307725406235 0.00017569961243562383 0.00016020682207603526 0.00020897386847744561 -0.00046907764381803717 -9.8903130368090209e-06 -0.00053426210276840194
leaf_weight=0.0014465366143035317 0.0016794522634199982 0.0012306974763125434 0.0013734971902884577 0.00101579323284855 0.0012658013694177082 0.0010561510580516741
leaf_count=443 448 841 573 418 410 777
internal_value=0 -4.24638e-05 -9.57727e-05 -0.000162641 -7.84088e-05 -0.000248403
internal_weight=0 0.00738848 0.00594194 0.00471124 0.00369545 0.00232195
internal_count=3910 3462 3019 2178 1760 1187
is_linear=0
shrinkage=0.00196078


Tree=9749
num_leaves=7
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split_feature=47 0 48 4 16 4
split_gain=1.33942e-05 2.32307e-05 8.75883e-05 3.13521e-05 4.70825e-05 4.311e-05
threshold=0.10436500000000001 -0.18087499999999998 0.08346000000000002 -0.082054999999999975 -0.088144999999999987 -0.34687499999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.00024580281530788608 0.00017202953125124084 -0.0001932685334979868 0.0005506233447773863 7.9773672885216889e-05 -0.00043930312982404777 0.00036115798576374388
leaf_weight=0.0015708686208182419 0.0014506759540638594 0.0010482470316349624 0.0010026728312072962 0.0011502467135581919 0.0016152385864972862 0.0011103385825547599
leaf_count=202 290 208 515 663 1403 629
internal_value=0 -3.3802e-05 2.23883e-05 -8.51745e-05 -0.000223404 9.19187e-05
internal_weight=0 0.00749761 0.00592674 0.00492407 0.00276549 0.00215859
internal_count=3910 3620 3418 2903 2066 837
is_linear=0
shrinkage=0.00196078


Tree=9750
num_leaves=6
num_cat=0
split_feature=133 160 42 12 0
split_gain=8.51373e-06 3.73675e-05 2.33389e-05 2.57651e-05 3.46495e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0085999240017936626 -0.01515727711313096 -0.0081134693474993434 0.013546401953226426 -0.011978003293813827 0.013664782469175707
leaf_weight=0.001004797256388028 0.0015249399332907193 0.0012921997165101192 0.0014255262671004796 0.0014720307605163379 0.0016807989081003957
leaf_count=604 1086 164 685 766 605
internal_value=0 -0.00121042 0.00241243 -0.00115825 0.00419897
internal_weight=0 0.0073955 0.00587056 0.00444503 0.002973
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=7
num_cat=0
split_feature=4 151 12 16 16 0
split_gain=2.0696e-05 2.42147e-05 3.51384e-05 4.47201e-05 4.48604e-05 3.392e-05
threshold=0.27020000000000005 -0.016164999999999995 0.086865000000000012 -0.085924999999999987 0.022165000000000004 -0.053834999999999994
decision_type=2 2 2 2 2 2
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leaf_count=561 472 348 1524 495 254 256
internal_value=0 -4.22731e-05 -9.03334e-05 -0.000224397 -6.39247e-05 6.43652e-05
internal_weight=0 0.00776965 0.00651397 0.00348973 0.00229185 0.00302424
internal_count=3910 3438 2877 1097 749 1780
is_linear=0
shrinkage=0.00196078


Tree=9752
num_leaves=6
num_cat=0
split_feature=15 13 13 15 15
split_gain=7.44338e-06 1.80132e-05 3.09109e-05 3.29713e-05 4.24199e-05
threshold=-0.106555 -0.09547499999999999 -0.032264999999999995 -0.038029999999999987 0.035895000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_weight=0.0017389454025218245 0.0013982529511368108 0.0011654504100842809 0.0014534034472778274 0.0014361577861756382 0.001208096737188407
leaf_count=671 309 1472 418 348 692
internal_value=0 -0.0015567 -0.00423701 -0.000149925 0.00650038
internal_weight=0 0.00666136 0.00526311 0.00409766 0.00264425
internal_count=3910 3239 2930 1458 1040
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=7
num_cat=0
split_feature=47 13 48 12 13 16
split_gain=6.8902e-06 1.56991e-05 1.6057e-05 2.1545e-05 2.36088e-05 1.01733e-05
threshold=0.10436500000000001 -0.13934999999999997 0.083775000000000002 0.091475000000000015 -0.0086549999999999978 -0.0090499999999999973
decision_type=2 2 2 2 2 2
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leaf_count=299 290 1215 505 963 375 263
internal_value=0 -0.0012913 0.000942586 -0.00233242 0.00177538 -0.00419443
internal_weight=0 0.00703111 0.00574673 0.00415267 0.00313353 0.00212728
internal_count=3910 3620 3321 2816 1853 638
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=7
num_cat=0
split_feature=4 151 160 47 4 4
split_gain=6.86489e-06 1.7333e-05 2.0587e-05 4.01929e-05 4.88212e-05 3.38113e-05
threshold=0.28937500000000005 -0.016164999999999995 1.0000000180025095e-35 0.09550500000000002 -0.0021099999999999995 -0.23071499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0099599226937821615 0.0072858378073768562 -0.011784987166079078 -0.01506046452689566 0.017061368850748434 -0.021749771436439871 0.011440729251961174
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internal_value=0 -0.00114926 -0.0032965 -0.000422611 -0.00512007 0.00249069
internal_weight=0 0.0072663 0.00608933 0.00489379 0.00385741 0.0026463
internal_count=3910 3484 2920 2481 2259 1775
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=7
num_cat=0
split_feature=13 47 4 42 0 3
split_gain=8.17513e-06 2.03885e-05 1.97804e-05 2.31663e-05 3.45856e-05 1.82397e-05
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decision_type=2 2 2 2 2 2
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leaf_count=210 606 219 151 883 716 1125
internal_value=0 -0.00123497 0.000902263 0.00538153 0.000450079 -0.00615588
internal_weight=0 0.00727654 0.00625659 0.00382754 0.00273044 0.00242905
internal_count=3910 3700 3481 1750 867 1731
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=6
num_cat=0
split_feature=42 49 0 3 3
split_gain=6.97222e-06 1.80089e-05 2.52684e-05 4.00634e-05 2.05157e-05
threshold=-0.082904999999999993 -0.047894999999999993 -0.074514999999999984 0.084925000000000014 -0.074234999999999982
decision_type=2 2 2 2 2
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leaf_weight=0.0012278348173232461 0.0015695972337734431 0.0018368920781952716 0.0010458156918730867 0.0015121372681283327 0.0011588511345882199
leaf_count=577 458 1733 451 234 457
internal_value=0 -0.00122383 -0.00389687 -0.00936967 0.00441666
internal_weight=0 0.00712329 0.0055537 0.00334903 0.00220467
internal_count=3910 3333 2875 1967 908
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=6
num_cat=0
split_feature=43 43 52 16 0
split_gain=7.14501e-06 2.7315e-05 2.04365e-05 2.61824e-05 2.75191e-05
threshold=-0.093039999999999984 -0.074254999999999988 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
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internal_value=0 0.00138912 -0.0015555 0.00167808 -0.00283563
internal_weight=0 0.00676693 0.00557037 0.00433492 0.00324151
internal_count=3910 3308 2354 1874 1557
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=7
num_cat=0
split_feature=50 42 51 16 48 1
split_gain=1.74468e-05 2.04198e-05 2.82268e-05 4.79007e-05 4.19287e-05 3.7184e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 2.08455e-05 6.41992e-05 0.00011678 -6.97732e-05 0.000285405
internal_weight=0 0.00823746 0.00688054 0.00585432 0.0027794 0.00307492
internal_count=3910 3175 2308 1828 674 1154
is_linear=0
shrinkage=0.00196078


Tree=9759
num_leaves=7
num_cat=0
split_feature=13 3 1 3 13 15
split_gain=6.8124e-06 1.68643e-05 1.62803e-05 2.57465e-05 2.83033e-05 2.30091e-05
threshold=-0.23438999999999996 0.11265500000000002 0.10031000000000002 -0.11266 -0.014114999999999997 -0.008624999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
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leaf_value=0.0073542957231598196 0.010945870220661433 -0.01307215607448086 0.0085661227759348292 -0.019936233825850944 -0.010303309594173176 0.010266910648857003
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internal_weight=0 0.00725891 0.00624168 0.0043528 0.00328588 0.00217685
internal_count=3910 3700 3562 2846 2582 931
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=6
num_cat=0
split_feature=43 43 12 3 1
split_gain=7.26608e-06 2.38916e-05 2.18742e-05 2.66961e-05 1.93314e-05
threshold=-0.093039999999999984 -0.074254999999999988 0.089995000000000006 -0.018854999999999997 0.094485000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
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leaf_weight=0.0015737961099842228 0.0011958938856483099 0.0011041071027345925 0.0012733508042002302 0.0013545176618314379 0.0018336347990532567
leaf_count=602 954 781 922 251 400
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internal_weight=0 0.0067615 0.00556561 0.00429226 0.00318815
internal_count=3910 3308 2354 1432 651
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=7
num_cat=0
split_feature=52 12 47 0 4 43
split_gain=2.69987e-05 2.75721e-05 2.89443e-05 3.36012e-05 8.11592e-05 2.07861e-05
threshold=-0.24456499999999998 0.10129000000000001 0.09252500000000001 -0.15007499999999999 -0.06272999999999998 -0.0031199999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.00030982432891121027 -7.7548159791362159e-05 -0.00025864510648896993 -0.00019559721629612019 0.00017857315747227582 0.00055911079817478465 -0.0002016817679586801
leaf_weight=0.0010046470303480314 0.0019451166895206656 0.0010968587668682616 0.0012494898210472071 0.0011134325788301361 0.0017054783394174567 0.0010974504805809227
leaf_count=449 279 434 276 783 1234 455
internal_value=0 3.07159e-05 7.53495e-05 0.000133107 0.000237732 -1.01799e-05
internal_weight=0 0.00820783 0.00711097 0.00586148 0.00391636 0.00221088
internal_count=3910 3461 3027 2751 2472 1238
is_linear=0
shrinkage=0.00196078


Tree=9762
num_leaves=7
num_cat=0
split_feature=13 47 4 150 52 16
split_gain=6.92186e-06 1.82767e-05 2.10082e-05 1.83379e-05 2.91572e-05 3.93917e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.08422499999999998 0.086870000000000017 -0.036004999999999988 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
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leaf_value=0.0074055421069748597 -0.0099436197741076676 -0.013615436954570787 0.02165882363859737 -0.0075060131211798055 0.011486817409998969 -0.013082931510267471
leaf_weight=0.001089277580078458 0.0013936134352578412 0.0010111839850070444 0.0010261221205462214 0.00107909764802287 0.0016720776776315244 0.0010701733814663631
leaf_count=210 738 219 676 342 817 908
internal_value=0 -0.00114372 0.000876957 0.0039878 0.00727912 0.00189838
internal_weight=0 0.00725227 0.00624108 0.00484747 0.00376837 0.00274225
internal_count=3910 3700 3481 2743 2401 1725
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=7
num_cat=0
split_feature=3 43 16 160 3 0
split_gain=1.74997e-05 3.46727e-05 3.30395e-05 2.81369e-05 4.37643e-05 1.75866e-05
threshold=-0.076734999999999984 -0.057994999999999998 -0.078844999999999985 -0.025614999999999995 0.094625000000000015 -0.16443499999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=5.9222654417342788e-05 0.00035319912288053908 0.00026228933955295896 -0.00032255995145699987 -0.00038130401934719556 -0.00011279538269710028 0.0002434242507766945
leaf_weight=0.0019437076760748313 0.0012449823536535591 0.0010660470655554344 0.0015798198984019562 0.0013291707818894314 0.0010275172784663666 0.0011068303352354545
leaf_count=1032 558 274 1332 404 125 185
internal_value=0 6.33905e-05 -0.000111955 -1.62654e-05 -0.000102003 7.19331e-05
internal_weight=0 0.00577455 0.00352353 0.00452957 0.00346352 0.00213435
internal_count=3910 1546 2364 988 714 310
is_linear=0
shrinkage=0.00196078


Tree=9764
num_leaves=6
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split_feature=1 0 13 52 0
split_gain=7.15185e-06 2.64015e-05 1.88257e-05 3.91871e-05 1.36919e-05
threshold=0.076710000000000014 -0.076734999999999984 -0.0010249999999999997 -0.074484999999999982 -0.14534499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.014674698693838998 0.0098836812624962384 0.0044648615117746362 -0.018874884249012999 0.011580734451521758 -0.0034621772052393384
leaf_weight=0.0012942080538746487 0.001982600958508841 0.0016264516319545693 0.0010127670926798368 0.0012924738437940209 0.0011376364474304391
leaf_count=1519 1147 489 291 183 281
internal_value=0 -0.0040163 0.00212122 -0.00234884 0.00453852
internal_weight=0 0.00292066 0.00542548 0.00344288 0.00243011
internal_count=3910 2008 1902 755 464
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=7
num_cat=0
split_feature=4 4 1 2 1 3
split_gain=9.63423e-06 1.66302e-05 2.37605e-05 2.43695e-05 3.45933e-05 2.20647e-05
threshold=-0.34687499999999999 -0.082054999999999975 0.079355000000000023 0.089910000000000004 0.11097000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.0001522912018237629 0.00023731592260605036 -0.00023968779662596423 -0.00026161637743242982 0.00044147527518607628 -3.317210006129228e-05 0.00010561103055228965
leaf_weight=0.0014714034887981474 0.0011579164780116027 0.0014395099867293244 0.0013247486980385145 0.0011127257299473989 0.0012575160979866318 0.0011978466427617033
leaf_count=291 662 1499 733 205 356 164
internal_value=0 2.12563e-05 -1.82518e-05 4.68964e-05 0.000189654 -8.72396e-05
internal_weight=0 0.00749026 0.00633235 0.00489284 0.00237024 0.0025226
internal_count=3910 3619 2957 1458 561 897
is_linear=0
shrinkage=0.00196078


Tree=9766
num_leaves=7
num_cat=0
split_feature=1 42 151 0 2 3
split_gain=6.33523e-06 1.89731e-05 1.84828e-05 3.12516e-05 3.1689e-05 4.53891e-05
threshold=0.12730000000000002 0.092145000000000019 -0.044604999999999992 -0.17106499999999999 0.106035 -0.060719999999999989
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.011392806243093721 0.0073172831582464584 -0.013286912066806794 0.017733315733974474 -0.0049986009193800302 -0.015640589463707302 0.020438001753414613
leaf_weight=0.0010009812941335072 0.0010288270293850104 0.0010820615419952634 0.001183549645389771 0.0018766437000447684 0.0010552329914434613 0.0011202833419959345
leaf_count=522 345 721 140 1577 345 260
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internal_weight=0 0.00731875 0.00623669 0.00523571 0.00405216 0.00299693
internal_count=3910 3565 2844 2322 2182 1837
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=7
num_cat=0
split_feature=42 2 160 0 4 4
split_gain=6.03369e-06 1.86141e-05 2.18664e-05 2.28955e-05 3.50787e-05 1.41066e-05
threshold=-0.088669999999999985 0.086545000000000025 0.084480000000000013 -0.13506999999999997 -0.34687499999999999 -0.0010999999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.0067699252970216759 -0.00049144901889685568 -0.010764222381050684 0.014530993855809887 -0.0083277356238447269 0.016439305410938267 -0.016370369743078438
leaf_weight=0.0011291144916186647 0.0010875943095049179 0.0015305241503804521 0.0011323659717547407 0.001061269089331933 0.0012400924444009357 0.0011521692062718208
leaf_count=480 1006 308 282 226 1207 401
internal_value=0 -0.00109219 0.00232216 -0.00128569 0.00501803 -0.00865981
internal_weight=0 0.00720402 0.00496425 0.00383189 0.00230136 0.00223976
internal_count=3910 3430 2023 1741 1433 1407
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=7
num_cat=0
split_feature=15 42 150 4 15 3
split_gain=1.26386e-05 1.96146e-05 2.80071e-05 3.42639e-05 7.84163e-05 3.06509e-05
threshold=0.088615000000000013 -0.082904999999999993 0.083205000000000015 -1.0000000180025095e-35 -0.14487999999999998 0.084925000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00025787382426965529 -0.00019511497441333404 -0.00011234733652994378 0.00022628451237073321 0.00014509170494280329 -0.0005572030162504857 0.00030155926819755088
leaf_weight=0.001168255296192992 0.0011687257322059172 0.0016027541295190271 0.0014281299168278448 0.0010843198681988902 0.0014011022981192957 0.0012050165838946303
leaf_count=480 875 1073 448 364 527 143
internal_value=0 2.33691e-05 -1.73909e-05 -8.31358e-05 -0.000250812 6.52898e-05
internal_weight=0 0.00788958 0.00672132 0.00529319 0.00248542 0.00280777
internal_count=3910 3035 2555 2107 891 1216
is_linear=0
shrinkage=0.00196078


Tree=9769
num_leaves=6
num_cat=0
split_feature=4 151 16 16 1
split_gain=1.17691e-05 1.75256e-05 2.19883e-05 2.17155e-05 4.9569e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.092424999999999993 -0.055679999999999993 0.088495000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00018050650560112296 0.00017220835468997916 -0.00025483102893208049 0.00020783109307393981 0.00010082614375702987 -0.0004149838078145807
leaf_weight=0.0012441151454861722 0.0012682639351129293 0.0018335857034423673 0.0013499690722019952 0.0019303338185346598 0.0011389092918312083
leaf_count=561 472 576 954 870 477
internal_value=0 -3.2029e-05 -7.43171e-05 5.80363e-07 -9.05763e-05
internal_weight=0 0.00749691 0.0062528 0.00441921 0.00306924
internal_count=3910 3438 2877 2301 1347
is_linear=0
shrinkage=0.00196078


Tree=9770
num_leaves=6
num_cat=0
split_feature=4 16 160 16 43
split_gain=7.31808e-06 1.46681e-05 2.03801e-05 4.242e-05 4.5805e-05
threshold=0.25367000000000006 -0.092424999999999993 -0.026849999999999995 -0.055679999999999993 -0.074254999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.009348429865153161 0.0060727721118491685 0.01361030440982041 0.012590284654507306 0.0032723149685095231 -0.02318446664106236
leaf_weight=0.0017494905950244648 0.0015906047107960234 0.0010584676736018822 0.0013218344216519907 0.00136843757848828 0.0012541165842064818
leaf_count=576 534 761 943 555 541
internal_value=0 -0.00146686 0.00128932 -0.00201699 -0.00937943
internal_weight=0 0.00675235 0.00500286 0.00394439 0.00262255
internal_count=3910 3376 2800 2039 1096
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=7
num_cat=0
split_feature=48 4 151 16 16 3
split_gain=1.21321e-05 2.05893e-05 3.42297e-05 5.29999e-05 2.17799e-05 7.76543e-06
threshold=0.11339500000000001 0.15927500000000003 -0.0074049999999999993 -0.091214999999999977 0.15737500000000001 -0.078884999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0002739364638540736 -0.00020776558765365764 0.00020997398900531475 -0.00050451028408649262 1.9103323730470755e-05 -0.00015354204783742079 0.00026204219020047525
leaf_weight=0.00112393678389088 0.0010301748904746324 0.0016913329242822656 0.0010149178970420354 0.0010197271110080081 0.0018790660717794487 0.0010038419869635102
leaf_count=530 195 546 491 1068 505 575
internal_value=0 1.87513e-05 -3.47821e-05 -0.000105342 -1.53397e-06 0.000139619
internal_weight=0 0.00773282 0.00604149 0.00491755 0.00390264 0.00202357
internal_count=3910 3715 3169 2639 2148 1643
is_linear=0
shrinkage=0.00196078


Tree=9772
num_leaves=7
num_cat=0
split_feature=13 3 12 4 1 0
split_gain=7.55848e-06 1.51755e-05 1.84201e-05 4.19719e-05 3.50478e-05 2.59123e-05
threshold=-0.23438999999999996 0.11265500000000002 0.080120000000000011 0.08734500000000002 0.094485000000000013 -0.076439999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4
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leaf_value=0.0077409768511338744 -0.0016984902457585255 -0.012529579805560867 -0.0024947587109826518 0.010909224989474428 0.021373069104343681 -0.024298737810191921
leaf_weight=0.0010873826136637036 0.0018449742891667338 0.0010164683511373444 0.0011840551693145227 0.0011718384903700654 0.0010237918382213888 0.0010099535151871009
leaf_count=210 360 138 1788 276 418 720
internal_value=0 -0.00119964 0.00064755 -0.00437057 0.00653518 -0.0125316
internal_weight=0 0.00725108 0.00623461 0.00336585 0.00286877 0.00219401
internal_count=3910 3700 3562 2784 778 2508
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=6
num_cat=0
split_feature=42 160 160 3 42
split_gain=7.24451e-06 1.63061e-05 1.80374e-05 3.04176e-05 3.70663e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087825000000000014 0.090325000000000003 0.086325000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0065863072053348841 -0.0078328521458323492 0.025529540294499792 -0.0071304059762426521 -0.0050438578930581792 0.0024785723183480858
leaf_weight=0.0014018360440812032 0.0015253027249954388 0.001275830978050426 0.0011669123380515694 0.0014157235767277721 0.00153916978604248
leaf_count=1060 1040 426 332 252 800
internal_value=0 0.00129679 0.00387671 0.00691267 0.0129259
internal_weight=0 0.00692294 0.00539764 0.00423072 0.002815
internal_count=3910 2850 1810 1478 1226
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=8
num_cat=0
split_feature=3 4 47 15 151 2 12
split_gain=1.17057e-05 1.78558e-05 2.65622e-05 2.67936e-05 3.58249e-05 1.76239e-05 6.72698e-06
threshold=0.13772500000000001 -0.23071499999999998 0.09252500000000001 1.0000000180025095e-35 -0.0088999999999999982 0.092175000000000021 0.088485000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=-0.00027218576116018787 0.00017184965234066289 -0.00011224838148299607 -0.00022962076218635265 -0.00021514521061483441 0.00015644404420354712 0.0005211044196804797 1.0911528230925908e-05
leaf_weight=0.0010345903140245626 0.0012516917801675426 0.0010211382953422936 0.0014439783782818176 0.0010224836856804404 0.001025098804655388 0.0010131558472260972 0.0010021589818263162
leaf_count=276 239 480 345 630 560 584 796
internal_value=0 -3.28599e-05 5.06964e-06 7.17269e-05 0.000187524 0.000337706 -0.000103251
internal_weight=0 0.0075626 0.00652801 0.00508404 0.00305939 0.00203825 0.00202464
internal_count=3910 3671 3395 3050 1624 1144 1426
is_linear=0
shrinkage=0.00196078


Tree=9775
num_leaves=7
num_cat=0
split_feature=13 4 52 1 49 1
split_gain=1.40459e-05 2.08234e-05 3.89602e-05 2.5665e-05 4.22036e-05 2.2682e-05
threshold=0.17936000000000002 -0.082054999999999975 0.084240000000000023 0.079355000000000023 -0.045004999999999996 0.11097000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=0.00045682694744464576 -0.0002211660614827399 -0.00027326077921108991 -6.2658926004666008e-05 0.00035012897576185294 7.6252149721360473e-05 -0.00026465414884720969
leaf_weight=0.0010643867343784368 0.001000723205771146 0.001354674000482667 0.0011599213545540569 0.0011876004324458244 0.0015725011649061807 0.0014352126591735434
leaf_count=501 221 1437 374 300 631 446
internal_value=0 2.56315e-05 0.000185928 -3.86117e-05 3.71569e-05 -8.64206e-05
internal_weight=0 0.0077743 0.00222431 0.00554999 0.00419531 0.00300771
internal_count=3910 3689 875 2814 1377 1077
is_linear=0
shrinkage=0.00196078


Tree=9776
num_leaves=6
num_cat=0
split_feature=13 47 42 4 1
split_gain=7.22068e-06 1.50043e-05 1.88692e-05 2.8594e-05 1.60502e-05
threshold=-0.23438999999999996 0.10887000000000001 -0.0060199999999999993 -0.034289999999999994 0.094485000000000013
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_value=0.0075577843824007236 -0.011622728027091349 -0.012487787043065387 -0.0073057829655220679 0.0018886637265192767 0.015552503863850445
leaf_weight=0.0010898217591029302 0.0010419748019500231 0.0010087385667648194 0.0017452161212210332 0.0018027137823670221 0.0016433528108804405
leaf_count=210 994 219 1139 870 478
internal_value=0 -0.00117298 0.000658117 0.00312308 0.00840465
internal_weight=0 0.007242 0.00623326 0.00519128 0.00344607
internal_count=3910 3700 3481 2487 1348
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=6
num_cat=0
split_feature=0 16 4 4 2
split_gain=7.11957e-06 1.31014e-05 2.19299e-05 3.01189e-05 2.81335e-05
threshold=0.10302000000000001 0.081265000000000018 -0.082054999999999975 0.0057500000000000008 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
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leaf_weight=0.0010356633932939521 0.0011621794523173747 0.0014273722524500501 0.0015834486964571969 0.0019427059241735589 0.0011723017901385353
leaf_count=643 210 587 1572 572 326
internal_value=0 -0.00120592 0.000928065 -0.0019754 0.003733
internal_weight=0 0.00716149 0.00573412 0.00469846 0.00311501
internal_count=3910 3700 3113 2470 898
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=7
num_cat=0
split_feature=0 3 15 1 15 16
split_gain=1.35798e-05 2.92428e-05 3.5394e-05 3.85102e-05 1.94892e-05 4.84643e-05
threshold=-0.077944999999999987 -0.086589999999999986 -0.0058549999999999991 0.094385000000000011 -0.016339999999999997 0.15737500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
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leaf_value=-0.00035974654107982697 0.00029616323019650683 -0.00036691155891424365 0.00026782693208150836 8.3069961961232825e-05 0.0002846851828641069 -0.0002803577483597597
leaf_weight=0.0010385670869341749 0.0011935907712059424 0.0012984724300130633 0.0013657574096914427 0.0016737824559090837 0.0011125093748278461 0.0012275677055707014
leaf_count=724 603 742 672 401 541 227
internal_value=0 -6.42077e-05 6.5475e-06 -0.000113511 9.22708e-05 -1.17275e-05
internal_weight=0 0.00537658 0.00433801 0.00297225 0.00353367 0.00234008
internal_count=3910 2539 1815 1143 1371 768
is_linear=0
shrinkage=0.00196078


Tree=9779
num_leaves=7
num_cat=0
split_feature=1 0 15 51 16 0
split_gain=1.67827e-05 3.34283e-05 2.83414e-05 5.17222e-05 5.77815e-05 4.61544e-05
threshold=0.076710000000000014 -0.076734999999999984 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.00033902412381858104 0.00050735862330771031 6.4587122894416157e-05 -0.00023221915753113273 -7.4534206677440436e-05 -0.00038271929336532959 0.00042785136031465879
leaf_weight=0.0014218135505930933 0.0010588245709467763 0.0017724667803247942 0.0010435183550398458 0.0014912568257027152 0.0010174868329678828 0.0013302137397271517
leaf_count=1519 269 489 544 164 430 495
internal_value=0 -0.000115065 6.11737e-05 0.000123684 1.78622e-05 0.000162321
internal_weight=0 0.00319428 0.0059413 0.00489778 0.00383896 0.00282147
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.00196078


Tree=9780
num_leaves=6
num_cat=0
split_feature=52 2 15 2 12
split_gain=7.46226e-06 1.49429e-05 1.27968e-05 2.80682e-05 4.63972e-05
threshold=-0.048794999999999991 0.096970000000000015 -0.11739999999999999 0.106035 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0013722093024971724 -0.011593284851512748 0.01394151641410994 -0.0072836729242860224 -0.01285474360606334 0.016559666880699698
leaf_weight=0.0017370321469218465 0.0011366461410034162 0.0010063605377920882 0.0015738690828000581 0.0011903304487528017 0.001695133719206865
leaf_count=674 467 516 731 309 1213
internal_value=0 0.00424533 -0.00212144 0.000292849 0.00508023
internal_weight=0 0.00274339 0.00559598 0.00445933 0.003269
internal_count=3910 1190 2720 2253 1944
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=7
num_cat=0
split_feature=4 42 151 16 13 2
split_gain=2.01581e-05 2.17727e-05 2.70099e-05 4.78685e-05 3.19142e-05 1.66876e-05
threshold=0.28937500000000005 0.086700000000000013 -0.016164999999999995 -0.089864999999999987 -0.083924999999999986 0.085355000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.0003010978111174852 0.00023385616842027225 -0.0002239172492508131 -0.00032523849388734264 0.00037748742713024716 0.00011964967110530359 -0.00020653441274170255
leaf_weight=0.0010693091866142285 0.0012013117860304396 0.0018664329006509448 0.0015753230127747118 0.0010243614022557739 0.0012680610328938118 0.0011497856924294393
leaf_count=408 426 1266 464 253 402 691
internal_value=0 -3.86481e-05 1.81617e-05 -4.21361e-05 8.74254e-05 -3.54643e-05
internal_weight=0 0.00795327 0.00608684 0.00501753 0.00344221 0.00241785
internal_count=3910 3484 2218 1810 1346 1093
is_linear=0
shrinkage=0.00196078


Tree=9782
num_leaves=7
num_cat=0
split_feature=52 52 160 4 16 12
split_gain=1.78285e-05 2.30495e-05 1.76448e-05 1.67347e-05 4.44401e-05 3.57379e-05
threshold=-0.048794999999999991 -0.24456499999999998 0.031805000000000007 -0.084009999999999987 -0.088144999999999987 0.086865000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=-0.00012892484466038484 8.8610045186815343e-05 0.00041973823736006889 5.2045010005064418e-05 -0.00021644930332684155 -0.00039681017422429779 0.00022900464018740351
leaf_weight=0.0010004057615607231 0.0018103791990335526 0.0010008780824433156 0.0010062223382506206 0.0013370150381261984 0.0015913780613619789 0.0014363078866451201
leaf_count=449 527 409 332 515 1203 475
internal_value=0 0.000114214 0.000235402 -6.98828e-05 -0.000135622 1.42519e-05
internal_weight=0 0.00300751 0.0020071 0.00617508 0.0043647 0.00277332
internal_count=3910 1190 741 2720 2193 990
is_linear=0
shrinkage=0.00196078


Tree=9783
num_leaves=6
num_cat=0
split_feature=47 159 2 2 0
split_gain=8.10458e-06 1.4476e-05 3.21235e-05 2.95224e-05 1.79394e-05
threshold=0.10436500000000001 0.073745000000000019 0.10113500000000002 0.086650000000000019 -0.08317999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0063841580150768122 0.0070924121113807876 0.0096214661816864389 -0.0046106959194645754 0.011394765530018997 -0.022506403270394462
leaf_weight=0.001884344501399978 0.0013399796259380781 0.0010195897119975091 0.0012439436999075934 0.0018518848664434602 0.0010190409616378487
leaf_count=1267 290 631 273 974 475
internal_value=0 -0.00139463 -0.00326685 0.00242807 -0.0126693
internal_weight=0 0.0070188 0.00599921 0.00373623 0.00226298
internal_count=3910 3620 2989 2241 748
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=7
num_cat=0
split_feature=2 52 3 3 3 48
split_gain=8.81277e-06 2.93128e-05 2.59487e-05 2.44975e-05 3.80323e-05 2.21853e-05
threshold=0.10946500000000002 0.090300000000000005 0.090325000000000003 -0.016619999999999996 -0.089974999999999986 0.08980500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.011753416007485832 0.014107915272066923 -0.014905219019164985 0.01561933696756262 -0.014562493985959568 0.013481172898644471 -0.0054567567534463748
leaf_weight=0.0010040035512589697 0.0012702573600125633 0.0013707534814679278 0.0010438117995508339 0.0011200457198277305 0.0014742440453197024 0.0010659626955025188
leaf_count=569 552 745 176 286 1367 215
internal_value=0 -0.00205631 0.0017378 -0.00228903 0.00325797 0.00518101
internal_weight=0 0.00601286 0.00464211 0.00359829 0.00247825 0.00233622
internal_count=3910 3143 2398 2222 1936 767
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=8
num_cat=0
split_feature=133 160 42 13 12 4 16
split_gain=7.97706e-06 2.41084e-05 2.68163e-05 3.84946e-05 4.93182e-05 5.96897e-05 9.51919e-06
threshold=0.099765000000000006 0.087825000000000014 0.094035000000000021 -0.094679999999999986 0.086935000000000012 0.074650000000000008 -0.029944999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00030049093900137724 -0.00017261021500400986 -0.00025620446471448207 0.00035277586519067209 0.00036010002580583585 -0.00043328435418548208 -0.00033558554731842144 0.00010087739676362723
leaf_weight=0.0013078714945645711 0.0010057697114094202 0.0010998183389057019 0.0010024103814282505 0.0010619562834341323 0.0011421247807286961 0.0010855303153514987 0.0011180697301771112
leaf_count=336 608 376 397 387 1051 220 535
internal_value=0 1.29061e-05 5.6963e-05 5.08243e-06 -8.25728e-05 4.00882e-05 0.000227153
internal_weight=0 0.00781778 0.00671796 0.00571555 0.00440768 0.00326556 0.00218003
internal_count=3910 3302 2926 2529 2193 1142 922
is_linear=0
shrinkage=0.00196078


Tree=9786
num_leaves=7
num_cat=0
split_feature=4 1 2 0 4 0
split_gain=3.17399e-05 5.44793e-05 3.51484e-05 4.30988e-05 2.50145e-05 1.8318e-05
threshold=-0.082054999999999975 0.079355000000000023 1.0000000180025095e-35 -0.18087499999999998 -0.23071499999999998 -0.084154999999999994
decision_type=2 2 2 2 2 2
left_child=4 -2 5 -4 -1 -3
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leaf_value=2.5442227732488505e-05 -0.00040734040139713316 1.1787465310572885e-05 -2.3438759981867238e-05 0.00046569787703137048 0.00040996419288336387 -0.0003585203120654518
leaf_weight=0.0016701647126884226 0.0014789468245242363 0.0010102825767533395 0.0018776090317327474 0.0010973307957313279 0.0010653340429222324 0.0010446342473568954
leaf_count=307 1499 264 225 415 646 554
internal_value=0 -7.65168e-05 2.07564e-05 0.000156983 0.000175193 -0.000176462
internal_weight=0 0.0065088 0.00502986 0.00297494 0.0027355 0.00205492
internal_count=3910 2957 1458 640 953 818
is_linear=0
shrinkage=0.00196078


Tree=9787
num_leaves=6
num_cat=0
split_feature=0 1 2 3 48
split_gain=8.18582e-06 1.64612e-05 1.88559e-05 2.55958e-05 4.53578e-05
threshold=0.10302000000000001 0.076710000000000014 0.11542500000000001 -0.074234999999999982 0.08407000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00944847985664014 0.0077485351265050122 0.0099492461412334712 0.012764295911040755 -0.017230239791267799 0.0083635873953394838
leaf_weight=0.0018419388199739182 0.001162879505801905 0.0013133295214318918 0.0011650210429446153 0.0017154434426873782 0.0011611287997695973
leaf_count=1929 210 711 383 463 214
internal_value=0 -0.00129397 0.00151095 -0.0016181 -0.00689929
internal_weight=0 0.00719686 0.00535492 0.0041899 0.00287657
internal_count=3910 3700 1771 1388 677
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=7
num_cat=0
split_feature=50 42 160 133 0 47
split_gain=1.95577e-05 2.52925e-05 2.44352e-05 2.39433e-05 7.49873e-05 3.61066e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.087825000000000014 1.0000000180025095e-35 -0.070894999999999986 0.077065000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00022249454261454428 -0.00026476253732607207 0.00018920464829471907 -0.00017356236208001117 -0.00013248141608122475 0.00058209906754784198 -0.0002478875751232276
leaf_weight=0.0013255121959345082 0.0010052824993138478 0.0019515299176249624 0.0012526775913183101 0.0010772946073475944 0.0013347036555874411 0.0011576231276521993
leaf_count=862 755 715 286 687 436 169
internal_value=0 2.52057e-05 7.3676e-05 0.000129771 0.000193347 2.64632e-05
internal_weight=0 0.00809934 0.00677383 0.00552115 0.00444386 0.00310915
internal_count=3910 3155 2293 2007 1320 884
is_linear=0
shrinkage=0.00196078


Tree=9789
num_leaves=8
num_cat=0
split_feature=42 51 16 2 13 13 2
split_gain=1.58861e-05 1.7453e-05 2.44206e-05 2.98904e-05 3.9601e-05 1.2731e-05 2.40059e-06
threshold=-1.0000000180025095e-35 -0.07742499999999998 -0.19424999999999998 0.106285 -0.077944999999999987 -0.080649999999999986 0.087245000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=-0.00018744987923320598 -0.00020283074692660288 4.601225492759684e-05 -0.00023242976215366248 0.00041109418784980605 0.0002880608941349999 -0.00026267927694275772 0.0001522640345970357
leaf_weight=0.0015123753196693247 0.0010412577111518755 0.0010434322353264753 0.0011819581650072113 0.0012392095135551591 0.0010014115021009364 0.0010116816973107881 0.0010005595933733084
leaf_count=1060 521 261 927 311 314 239 277
internal_value=0 3.27934e-05 7.06655e-05 0.000152726 5.21665e-05 -0.000105949 0.000220191
internal_weight=0 0.00751951 0.00647825 0.00442314 0.00318393 0.00205511 0.00200197
internal_count=3910 2850 2329 1829 1518 500 591
is_linear=0
shrinkage=0.00196078


Tree=9790
num_leaves=6
num_cat=0
split_feature=1 47 3 4 2
split_gain=7.58223e-06 1.71695e-05 2.45067e-05 3.04103e-05 2.84648e-05
threshold=0.12730000000000002 0.09252500000000001 -0.069909999999999986 0.0057500000000000008 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0030515618811793551 0.0079890569815220924 -0.012336736289600442 -0.0013434299138682367 0.018079894472650605 -0.016987140803411242
leaf_weight=0.0015984706068271866 0.0010310744480577097 0.0011592543578718643 0.0019256730944370707 0.0013864168901587082 0.0012737363972249928
leaf_count=1529 345 340 540 321 835
internal_value=0 -0.00116857 0.000924916 0.00678703 -0.00583499
internal_weight=0 0.00734355 0.0061843 0.00331209 0.00287221
internal_count=3910 3565 3225 861 2364
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=6
num_cat=0
split_feature=0 52 2 3 13
split_gain=8.76005e-06 2.46205e-05 1.64827e-05 4.49343e-05 2.99757e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.11230000000000001 0.084925000000000014 -0.014114999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015805837474305372 0.0062733536645013521 -0.014933125344179135 -0.0080573016802864498 0.019270799899166528 0.00610766336194489
leaf_weight=0.0010421593912407767 0.0017417763717983139 0.0012021075148161307 0.001492229130928337 0.0013357916901526969 0.0015502888098915201
leaf_count=597 446 1472 445 162 788
internal_value=0 -0.00169667 0.000938255 0.00422172 -0.00308189
internal_weight=0 0.00662258 0.00558042 0.00408819 0.0027524
internal_count=3910 3464 2867 2422 2260
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=7
num_cat=0
split_feature=0 3 15 16 15 16
split_gain=7.643e-06 2.06022e-05 3.7227e-05 3.05206e-05 1.69424e-05 4.58267e-05
threshold=-0.077944999999999987 -0.084604999999999986 -0.0058549999999999991 -0.09601999999999998 -0.016339999999999997 0.15737500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.015183819466905458 0.013736142345809494 0.0056252666415548304 0.015207459622629767 -0.015333197255006073 0.013819132754273593 -0.015152398550114021
leaf_weight=0.0010190184744289094 0.0011154670108792335 0.0012913203126454264 0.0012329053243776969 0.0015041817193976381 0.0010389784715279728 0.0011506283543745847
leaf_count=926 603 477 568 568 541 227
internal_value=0 -0.00248109 0.000732166 -0.0056519 0.00370497 -0.00140527
internal_weight=0 0.00504743 0.00402841 0.0027955 0.00330507 0.00218961
internal_count=3910 2539 1613 1045 1371 768
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=7
num_cat=0
split_feature=2 4 48 4 0 0
split_gain=1.17466e-05 3.37141e-05 3.78258e-05 3.0896e-05 2.38729e-05 4.36986e-05
threshold=0.10946500000000002 0.15927500000000003 0.083775000000000002 0.035895000000000003 -0.029849999999999998 -0.077944999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 5 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.00029434771756437715 0.0003601649801180843 0.00027595803722546168 0.00016617940687417495 -8.0300579020992408e-05 -0.00043755179391411218 0.00021922235041174135
leaf_weight=0.0017544779746552289 0.0010759542670516317 0.0010296185866673028 0.0013966546876526022 0.0014207053158133876 0.001217999230445928 0.0010000685227041714
leaf_count=1633 333 297 493 434 211 509
internal_value=0 -4.9056e-05 -0.000111382 0.000109521 -0.000208966 -0.00010789
internal_weight=0 0.00639882 0.0053692 0.00249666 0.00397255 0.00275455
internal_count=3910 3143 2846 767 2353 2142
is_linear=0
shrinkage=0.00196078


Tree=9794
num_leaves=6
num_cat=0
split_feature=0 1 3 16 12
split_gain=8.05145e-06 1.28808e-05 1.78662e-05 2.89855e-05 2.29941e-05
threshold=0.10302000000000001 0.076710000000000014 0.076695000000000013 -0.09601999999999998 0.083325000000000024
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0085065184933689787 0.0076804193979463382 0.018295824059680121 0.0081117243071855138 -0.013049056743901027 -0.00066523445953521111
leaf_weight=0.00183761598614458 0.0011642799711328354 0.0010757284255636706 0.0010826663231168693 0.001609812947502152 0.001577447050094474
leaf_count=1929 210 422 198 300 851
internal_value=0 -0.00128409 0.00119868 -0.00454015 0.00702252
internal_weight=0 0.00718327 0.00534565 0.00269248 0.00265318
internal_count=3910 3700 1771 498 1273
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=7
num_cat=0
split_feature=4 151 16 15 15 2
split_gain=1.02102e-05 1.87681e-05 2.85558e-05 2.45788e-05 3.25704e-05 1.08631e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.092424999999999993 0.014775000000000002 -0.038029999999999987 0.098535000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00018591932069832512 0.00015652312128862031 -0.00027832270310966723 -0.00015174143300755982 -0.00022409304693231426 0.00039446410685666509 0.00010728713342433434
leaf_weight=0.0012681229018836953 0.001290637098699263 0.0018791031413022226 0.0012369760099561859 0.001253196817689769 0.0010211878572275691 0.0010046513033995473
leaf_count=561 472 576 674 1213 256 158
internal_value=0 -3.19909e-05 -7.52015e-05 9.31683e-06 9.89659e-05 0.000252048
internal_weight=0 0.00766324 0.00639512 0.00451601 0.00326282 0.00202584
internal_count=3910 3438 2877 2301 1088 414
is_linear=0
shrinkage=0.00196078


Tree=9796
num_leaves=7
num_cat=0
split_feature=13 16 12 13 48 4
split_gain=6.98607e-06 1.67498e-05 2.98941e-05 2.535e-05 1.88364e-05 1.65196e-05
threshold=-0.23438999999999996 0.23932500000000004 0.092365000000000017 -0.010384999999999998 0.086215000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0074457410323346259 0.01046258551211284 0.0099339535001264009 -0.018004556870044746 0.0084282357190131468 -0.015142213106127796 -0.0088218836622663988
leaf_weight=0.0010863281623123668 0.0015983240988985234 0.0011475267655245832 0.0011192280312538067 0.0012163194031084639 0.0011611757653592612 0.0010213019015771526
leaf_count=210 1498 513 852 430 195 212
internal_value=0 -0.00115232 -0.00323228 7.63343e-05 -0.00480792 0.000554884
internal_weight=0 0.00726388 0.00611635 0.00499712 0.0033988 0.00223762
internal_count=3910 3700 3187 2335 837 642
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=7
num_cat=0
split_feature=4 12 2 0 4 1
split_gain=7.81711e-06 1.68597e-05 2.98191e-05 6.23972e-05 2.42953e-05 1.26022e-05
threshold=0.28937500000000005 -0.0089849999999999982 0.106285 -0.053834999999999994 -0.0037349999999999992 0.089680000000000024
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.01306145284544198 0.0078185463406978892 -0.0059660507952995637 0.013973254857276123 -0.023287484405050032 0.018087013613304222 0.0027160523499843107
leaf_weight=0.0010318439315343646 0.0011012130506777287 0.0015895584651615335 0.001336641911561443 0.0011464874077226662 0.0010617720112999832 0.0010718254898256366
leaf_count=344 426 1808 482 237 428 185
internal_value=0 -0.00122503 0.00074287 -0.00288867 0.00339283 0.0103653
internal_weight=0 0.00723813 0.00620629 0.00486964 0.00372316 0.0021336
internal_count=3910 3484 3140 2658 2421 613
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=7
num_cat=0
split_feature=43 1 42 16 12 52
split_gain=7.67536e-06 2.07019e-05 2.83615e-05 2.31361e-05 1.93884e-05 2.34887e-05
threshold=-0.17307499999999998 0.11797500000000001 0.086325000000000013 -0.19424999999999998 0.086935000000000012 -0.074484999999999982
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
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leaf_value=0.0074236186187431946 -0.013371581588699081 0.011201688765126366 -0.016900105271316423 -0.0036727966454593304 -0.007485045865039096 0.015782070369334461
leaf_weight=0.0011853992364407942 0.00102298686231988 0.0011225025493590106 0.0012646675007047274 0.0010089889918002753 0.0011080378763815746 0.0016121508544274035
leaf_count=275 218 430 1235 408 769 575
internal_value=0 -0.00126545 -0.00359133 -4.95353e-05 0.00360496 0.00829306
internal_weight=0 0.00713933 0.00601683 0.00475216 0.00372918 0.00262114
internal_count=3910 3635 3205 1970 1752 983
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=6
num_cat=0
split_feature=0 52 150 15 47
split_gain=8.45366e-06 2.08933e-05 1.76927e-05 4.0279e-05 2.57878e-05
threshold=-0.017269999999999997 -0.092854999999999979 0.082965000000000025 -0.0089749999999999986 0.09550500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014717766293915181 0.0062053120499458107 -0.019856780309435829 0.011624000889556918 0.0084464984358905894 0.0010555397349076654
leaf_weight=0.0010328547923385209 0.0017255441402081913 0.0013685452173173669 0.0011823467643199562 0.0019676823590006522 0.001036100194590767
leaf_count=597 446 770 403 1441 253
internal_value=0 -0.00165752 0.000770949 -0.00216389 -0.0108462
internal_weight=0 0.00658753 0.00555467 0.00437233 0.00240465
internal_count=3910 3464 2867 2464 1023
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=7
num_cat=0
split_feature=4 16 2 48 3 1
split_gain=1.17925e-05 1.9551e-05 2.20483e-05 2.12025e-05 2.84772e-05 2.23705e-05
threshold=0.28937500000000005 -0.092424999999999993 0.092450000000000018 0.085265000000000021 -0.075679999999999983 0.091845000000000024
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=-8.8678170129456245e-06 0.00018064746208616041 -0.00022808945862909987 -0.00038947433279378651 0.00026273404678160987 -9.1921449974590835e-05 0.00029132022249679017
leaf_weight=0.0013087682407811555 0.0011654575199826264 0.0016758151288112809 0.0010583908288437109 0.0012145330618102464 0.0011304830649127386 0.0012148944177833381
leaf_count=414 426 1687 270 491 361 261
internal_value=0 -3.11659e-05 -0.000179042 3.56915e-05 -3.28828e-05 0.000106596
internal_weight=0 0.00760288 0.00236716 0.00523573 0.00402119 0.00234538
internal_count=3910 3484 684 2800 2309 622
is_linear=0
shrinkage=0.00196078


Tree=9801
num_leaves=7
num_cat=0
split_feature=4 16 2 4 1 1
split_gain=8.29229e-06 1.64592e-05 2.00026e-05 1.98152e-05 2.92027e-05 1.50068e-05
threshold=0.27020000000000005 -0.092424999999999993 0.106285 -0.08422499999999998 0.092550000000000007 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00017440470208422278 0.0076692464807952294 -0.01297554887669335 0.013444962104829579 0.011140012167406963 -0.010070077658733158 -0.016612014118821808
leaf_weight=0.0010114134206178932 0.0011984028289457587 0.0010985486871514208 0.0011422242121833944 0.0016759137502559485 0.0010595325971608923 0.0011248714917818862
leaf_count=448 472 581 481 1336 402 190
internal_value=0 -0.0013226 0.0018293 -0.00163124 0.00292461 -0.00866457
internal_weight=0 0.0071125 0.00497622 0.003834 0.00273545 0.00213628
internal_count=3910 3438 2800 2319 1738 638
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=6
num_cat=0
split_feature=0 0 48 2 1
split_gain=7.77174e-06 1.9106e-05 2.71398e-05 1.60588e-05 1.2351e-05
threshold=-0.077944999999999987 -0.099864999999999995 0.087945000000000009 0.10113500000000002 0.094485000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=0.0010178155433547783 0.0096120595474284646 -0.013327134690192444 -0.010716287378210697 -0.0045963440605775703 0.015244916671484178
leaf_weight=0.0014213634767064759 0.0019308805179193982 0.0012300321466410594 0.0012963194568664464 0.0013527732024433627 0.0010692058801980255
leaf_count=343 758 1722 225 613 249
internal_value=0 -0.00249912 0.00101796 0.0037586 0.00712554
internal_weight=0 0.00501692 0.00378689 0.00328365 0.00249057
internal_count=3910 2539 817 1371 592
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=6
num_cat=0
split_feature=52 52 0 16 3
split_gain=7.14832e-06 1.52862e-05 1.63253e-05 2.67366e-05 1.05923e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.083424999999999985 -0.19424999999999998 -0.083144999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.005238016717963141 -0.012214550889220317 -0.00273090217181432 0.001268460400458126 0.01614174905119339 -0.012871324199928192
leaf_weight=0.0019703468008910466 0.0011275388447008735 0.0017659367501013318 0.0010149994078687138 0.0013056600849863632 0.0011082623455933142
leaf_count=971 527 426 459 812 715
internal_value=0 -0.00166023 0.00063057 0.0052914 -0.00611197
internal_weight=0 0.0063224 0.00519486 0.0030716 0.00212326
internal_count=3910 2939 2412 1238 1174
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=7
num_cat=0
split_feature=13 16 12 13 48 4
split_gain=7.83968e-06 1.57349e-05 2.42795e-05 2.51209e-05 1.35663e-05 1.58342e-05
threshold=-0.23438999999999996 0.23932500000000004 0.092365000000000017 -0.010384999999999998 0.086215000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0079542470139050154 0.010115429974112437 0.0095725233940673962 -0.016600419988976513 0.0072113330684568482 -0.013910459792369706 -0.0097631053985158586
leaf_weight=0.0010734114621960911 0.0015914770116015583 0.0011403090202438309 0.001109883799892763 0.0012026367868551769 0.0011558299230557336 0.0010119690354507419
leaf_count=210 1498 513 852 430 195 212
internal_value=0 -0.00120574 -0.00322994 -0.000239222 -0.00512856 -0.000545174
internal_weight=0 0.00721211 0.0060718 0.00496191 0.00337044 0.00221461
internal_count=3910 3700 3187 2335 837 642
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=7
num_cat=0
split_feature=13 47 4 151 43 1
split_gain=1.60633e-05 2.25678e-05 2.3518e-05 1.60709e-05 3.88421e-05 4.0995e-05
threshold=-0.23438999999999996 0.10887000000000001 0.24280000000000004 -0.0074049999999999993 -0.07526999999999999 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
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leaf_value=0.00021087063177742767 0.00016123449625344432 -0.00030282899506338954 0.00024505761110904561 0.00013114337217821483 -6.1673403357521162e-05 -0.00056383355741251623
leaf_weight=0.0011348347811807342 0.0010766839142575552 0.0010728744474265721 0.0012575721913042704 0.0016323130672960431 0.0016369880077292582 0.0010110959827989319
leaf_count=210 501 219 413 902 1205 460
internal_value=0 -3.90376e-05 3.74847e-06 -5.28987e-05 -0.000106761 -0.000253409
internal_weight=0 0.00768753 0.00661465 0.00535708 0.0042804 0.00264808
internal_count=3910 3700 3481 3068 2567 1665
is_linear=0
shrinkage=0.00196078


Tree=9806
num_leaves=7
num_cat=0
split_feature=4 151 47 1 3 2
split_gain=1.61809e-05 1.74378e-05 2.64521e-05 4.36257e-05 2.2377e-05 1.53672e-05
threshold=0.28937500000000005 -0.016164999999999995 0.09550500000000002 0.088495000000000018 -0.084129999999999996 0.096750000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00017697828788273577 0.00021161918431033527 -0.00021013004404530082 0.00018177306858353049 -0.00040398370643083355 0.00026620564496181409 -6.715016685717183e-05
leaf_weight=0.0012386012683940108 0.0011715534787280239 0.0013850348867544392 0.0012244397260878538 0.0016306820207796831 0.0011338278358668007 0.0010010862438652873
leaf_count=564 426 811 263 667 761 418
internal_value=0 -3.5912e-05 -7.72741e-05 -0.000138856 -1.60312e-05 0.000109891
internal_weight=0 0.00761367 0.00637507 0.00515063 0.00351995 0.00213491
internal_count=3910 3484 2920 2657 1990 1179
is_linear=0
shrinkage=0.00196078


Tree=9807
num_leaves=7
num_cat=0
split_feature=4 52 1 3 16 2
split_gain=1.81343e-05 2.38193e-05 2.72021e-05 3.74266e-05 2.19399e-05 1.88473e-05
threshold=0.25367000000000006 0.071660000000000015 0.11215000000000001 -0.069909999999999986 -0.074719999999999995 0.090695000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5
right_child=-2 4 -4 5 -6 -7
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leaf_weight=0.0015137942049621963 0.0017456866747347375 0.001099465471908403 0.0010687091551057366 0.001184988946464694 0.0014675332884794565 0.0010524927958592335
leaf_count=1416 534 758 221 222 470 289
internal_value=0 -4.72319e-05 -0.000128487 -4.98641e-05 0.000105339 0.000111232
internal_weight=0 0.00738698 0.00481999 0.00375128 0.002567 0.00223748
internal_count=3910 3376 2148 1927 1228 511
is_linear=0
shrinkage=0.00196078


Tree=9808
num_leaves=7
num_cat=0
split_feature=50 42 47 1 43 3
split_gain=1.32397e-05 2.82711e-05 2.57438e-05 2.79468e-05 3.8506e-05 2.71558e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.077065000000000008 0.10031000000000002 -0.077544999999999989 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0002479661799538382 -0.00022198113870781566 0.00034266622166408665 -0.00015134513402082221 0.00037236772884302724 -0.0002776894100393824 0.00012823665243880765
leaf_weight=0.0013000783326360572 0.001007697464539623 0.0011607329285039996 0.0015713058326016606 0.0013940138156859727 0.00135775419835792 0.0011880373902330987
leaf_count=862 755 481 338 594 771 109
internal_value=0 1.65532e-05 6.80975e-05 0.000135701 4.66906e-05 -8.8257e-05
internal_weight=0 0.00797192 0.00667184 0.00510054 0.00370652 0.00254579
internal_count=3910 3155 2293 1955 1361 880
is_linear=0
shrinkage=0.00196078


Tree=9809
num_leaves=7
num_cat=0
split_feature=4 151 0 47 4 4
split_gain=8.78002e-06 1.69464e-05 2.22224e-05 2.55515e-05 3.64031e-05 3.03833e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14867499999999997 0.09550500000000002 -0.0021099999999999995 -0.34687499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0096845630188638447 0.0082809894365374961 -0.016449651078779617 -0.011094162023089861 0.012832947098481224 -0.019963381435437522 0.010213581453206628
leaf_weight=0.0011747670008272586 0.0011010036189159347 0.0010788740320554803 0.0011212503279634429 0.0010999135840893499 0.0010863805335286593 0.0016599002978966348
leaf_count=564 426 196 233 244 556 1691
internal_value=0 -0.00130569 -0.00344104 -0.000615709 -0.00444046 0.00162314
internal_weight=0 0.00722109 0.00604632 0.00496744 0.00386753 0.00278115
internal_count=3910 3484 2920 2724 2480 1924
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=6
num_cat=0
split_feature=0 1 16 0 51
split_gain=8.41411e-06 1.45971e-05 1.78551e-05 4.46632e-05 2.25827e-05
threshold=0.10302000000000001 0.076710000000000014 -0.055679999999999993 -0.15713499999999997 -0.09021499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0090131485509081493 0.0078836450100362339 -0.0061270851121394618 0.0052523992673486498 0.01774144034898396 -0.015133634532945882
leaf_weight=0.0018316194654006421 0.0011554738492446127 0.0015219767202804806 0.0010199286558879301 0.0016167577231014215 0.0011630069111498724
leaf_count=1929 210 232 259 736 544
internal_value=0 -0.00131321 0.00133696 0.00616756 -0.00560871
internal_weight=0 0.00715329 0.00532167 0.00313873 0.00218294
internal_count=3910 3700 1771 968 803
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=6
num_cat=0
split_feature=48 2 4 1 13
split_gain=8.35059e-06 2.61742e-05 2.23979e-05 2.77245e-05 1.44416e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.10884000000000001 -0.014114999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015384185618650199 0.0061105127962159198 0.012649971743155675 -0.004521841579421323 -0.014928024229553622 0.0095650922960194493
leaf_weight=0.001398112750422867 0.0017478552521321515 0.0010683541145096948 0.0011948914598604063 0.0010277694605536048 0.0018615100525685756
leaf_count=674 483 484 1392 273 604
internal_value=0 -0.0016692 -0.00445964 -0.000719892 0.00405785
internal_weight=0 0.00655064 0.00548228 0.00408417 0.0030564
internal_count=3910 3427 2943 2269 1996
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=7
num_cat=0
split_feature=48 2 4 42 1 4
split_gain=1.6294e-05 3.2452e-05 2.15696e-05 3.30616e-05 4.92476e-05 1.37815e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.086325000000000013 0.092550000000000007 -0.0031049999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00031309137162138323 0.00015478604393444608 0.00025107379683134937 8.2443762013735216e-05 -0.00033945066284238106 -0.00025291961135171534 0.00040542888595653339
leaf_weight=0.0015083090224211086 0.001850982516216155 0.0011358764062772645 0.0010107291983182864 0.0010722890981475844 0.0012256390023233543 0.001020982271254365
leaf_count=674 483 484 644 987 302 336
internal_value=0 -5.21612e-05 -0.000111161 -4.08148e-05 5.74933e-05 0.000244751
internal_weight=0 0.00697382 0.00583795 0.00432964 0.00325735 0.00203171
internal_count=3910 3427 2943 2269 1282 980
is_linear=0
shrinkage=0.00196078


Tree=9813
num_leaves=7
num_cat=0
split_feature=0 42 160 52 49 0
split_gain=8.51951e-06 2.37416e-05 1.84797e-05 3.96436e-05 2.36479e-05 1.07231e-05
threshold=-0.017269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.048490000000000012 -0.045004999999999996 -0.10209999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=-0.015384100290585885 0.0062275497930575872 -0.0099007378517166188 0.0098431111852663438 0.020829322808757576 -0.015120570004715018 -0.00068650279420043564
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internal_weight=0 0.00657729 0.00551764 0.00429718 0.00323732 0.00205876
internal_count=3910 3464 2459 1534 1138 882
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=7
num_cat=0
split_feature=4 151 12 15 4 16
split_gain=1.25543e-05 1.80872e-05 2.06534e-05 3.41124e-05 2.69597e-05 3.23959e-05
threshold=0.28937500000000005 -0.016164999999999995 0.088325000000000015 0.088190000000000004 -0.082509999999999986 -0.070594999999999977
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012703036887213763 0.001182311068293097 0.0013609667107661503 0.0016544904955971039 0.0010314431878956577 0.0011910174012150809 0.0011677867845888373
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internal_weight=0 0.00767601 0.0064057 0.00268593 0.00371977 0.0023588
internal_count=3910 3484 2920 1542 1378 823
is_linear=0
shrinkage=0.00196078


Tree=9815
num_leaves=7
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split_feature=13 15 47 49 4 15
split_gain=1.16001e-05 2.13125e-05 1.95391e-05 3.69794e-05 4.99295e-05 3.18094e-05
threshold=-0.26418499999999995 0.088615000000000013 0.09252500000000001 -0.053904999999999988 -0.08422499999999998 -0.07142999999999998
decision_type=2 2 2 2 2 2
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internal_value=0 -2.99857e-05 1.16204e-05 7.4453e-05 0.000166065 0.000316317
internal_weight=0 0.00775691 0.00666474 0.0049359 0.00382221 0.0026369
internal_count=3910 3714 2848 2459 2134 1554
is_linear=0
shrinkage=0.00196078


Tree=9816
num_leaves=7
num_cat=0
split_feature=4 151 0 0 52 4
split_gain=8.11693e-06 1.4343e-05 1.89777e-05 2.61455e-05 4.11917e-05 2.62451e-05
threshold=0.28937500000000005 -0.016164999999999995 -0.14867499999999997 -0.10071499999999999 0.083750000000000005 -0.077679999999999985
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00720668 0.00603172 0.00495413 0.00386013 0.0020536
internal_count=3910 3484 2920 2724 2454 1431
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=6
num_cat=0
split_feature=52 2 4 16 12
split_gain=8.59552e-06 1.41925e-05 1.11589e-05 3.97201e-05 4.64161e-05
threshold=-0.048794999999999991 0.096970000000000015 -0.084009999999999987 -0.088144999999999987 0.086865000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.00093089535072414043 0.0046559761070455166 0.014025550864169746 -0.011733027599158837 -0.018504013917883529 0.015513315950600716
leaf_weight=0.0017285233528309546 0.0016332648976723537 0.0010023839327299262 0.0012048766271758513 0.0014255123400141049 0.0012997069122211405
leaf_count=674 527 516 515 1203 475
internal_value=0 0.00455889 -0.0022913 -0.00517845 0.00240595
internal_weight=0 0.00273091 0.00556336 0.0039301 0.00250458
internal_count=3910 1190 2720 2193 990
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=6
num_cat=0
split_feature=1 43 1 3 52
split_gain=7.71009e-06 1.59389e-05 2.59029e-05 2.41133e-05 1.46807e-05
threshold=0.10498500000000001 -0.077544999999999989 0.089175000000000018 0.084925000000000014 -0.014099999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
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leaf_value=0.0056530501148001587 0.012781436705300764 -0.0095562919418793746 -0.019528049755066099 0.0096939151747289284 -0.0016930125855030077
leaf_weight=0.0017195679258655092 0.0011688212580257761 0.0014245408594379633 0.0010224219348722199 0.001197877907505935 0.0017496300681813944
leaf_count=1153 373 1329 444 125 486
internal_value=0 -0.00228288 -0.0060269 -0.000763113 0.00410391
internal_weight=0 0.00536441 0.00364484 0.00262242 0.00291845
internal_count=3910 3051 1898 1454 859
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=6
num_cat=0
split_feature=15 16 48 3 1
split_gain=7.17004e-06 2.71584e-05 2.24506e-05 2.78978e-05 2.43495e-05
threshold=-0.15202999999999997 -0.30307999999999996 0.016865000000000002 -1.0000000180025095e-35 0.076710000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0077198477823590475 -0.016143281930885295 -0.017779446796012358 0.010949746905496443 0.0078005935843340982 0.00094937068790038829
leaf_weight=0.0010433875567152371 0.0010349059609695028 0.0014101583413522057 0.0017504388247271902 0.0016683633998784385 0.0013672126007815831
leaf_count=459 298 1548 566 206 833
internal_value=0 -0.00114776 0.00135684 -0.00242021 -0.00855984
internal_weight=0 0.00723108 0.00619617 0.00444573 0.00277737
internal_count=3910 3451 3153 2587 2381
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=7
num_cat=0
split_feature=43 4 0 2 1 0
split_gain=9.64157e-06 2.62137e-05 3.61097e-05 2.6969e-05 2.86925e-05 3.4174e-05
threshold=-0.17307499999999998 -0.34687499999999999 -0.06402999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.18087499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0001524359804400033 -0.00030099883091791945 -0.00032513516245679525 0.00035548662833533788 -0.00020448319544657373 -3.0582719690621056e-05 0.00040662356376879863
leaf_weight=0.0012783071107547858 0.001174684237575975 0.0010699541001518969 0.0010225407100235596 0.0014399744515059742 0.0018314627627977146 0.001100308453650601
leaf_count=275 277 700 420 1652 238 348
internal_value=0 -3.15501e-05 1.74142e-05 -4.61124e-05 2.21764e-05 0.000133503
internal_weight=0 0.00763892 0.00646424 0.0054417 0.00437175 0.00293177
internal_count=3910 3635 3358 2938 2238 586
is_linear=0
shrinkage=0.00196078


Tree=9821
num_leaves=6
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split_feature=4 16 160 16 43
split_gain=1.0279e-05 1.55651e-05 2.22294e-05 3.052e-05 4.05416e-05
threshold=0.25367000000000006 -0.092424999999999993 -0.026849999999999995 -0.055679999999999993 -0.074254999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00019313633632903746 0.00013489878622582595 0.0002654949958506062 0.00019043049703391007 5.9527655519949155e-05 -0.00042015498178645433
leaf_weight=0.0018070333986628011 0.0016674142079016628 0.0011007222529637291 0.0013674433287658772 0.0014234345864149402 0.0012925241576536562
leaf_count=576 534 761 943 555 541
internal_value=0 -3.64305e-05 1.81925e-05 -4.84703e-05 -0.000168753
internal_weight=0 0.00699116 0.00518412 0.0040834 0.00271596
internal_count=3910 3376 2800 2039 1096
is_linear=0
shrinkage=0.00196078


Tree=9822
num_leaves=8
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split_feature=50 4 48 52 13 52 2
split_gain=1.66593e-05 2.56222e-05 2.56305e-05 2.3605e-05 3.64789e-05 2.9193e-05 1.72982e-05
threshold=1.0000000180025095e-35 0.27608500000000008 0.091555000000000011 -0.092084999999999986 -0.0024749999999999993 0.084240000000000023 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00031670751321860032 -0.00024108955079192546 0.0003194267729697154 0.00025519205631567733 4.4789319379237759e-05 0.00034206937215020233 -0.00041934058845844059 1.3399043248894747e-05
leaf_weight=0.0011743886464232606 0.0010072044211873092 0.0010034544654936063 0.0011227291009149442 0.0010005682942516856 0.0010741493079721237 0.0010871260496930796 0.0014423582494544503
leaf_count=541 779 410 321 699 147 687 326
internal_value=0 2.66678e-05 -1.58995e-05 -6.85702e-05 -5.27811e-06 -0.000196897 0.000153689
internal_weight=0 0.00790477 0.00690132 0.00577859 0.0046042 0.00208769 0.00251651
internal_count=3910 3131 2721 2400 1859 1386 473
is_linear=0
shrinkage=0.00196078


Tree=9823
num_leaves=7
num_cat=0
split_feature=50 4 151 15 1 3
split_gain=2.12667e-05 3.17014e-05 3.83157e-05 3.54569e-05 4.00482e-05 2.85147e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 -0.038029999999999987 0.083930000000000018 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00029244644862512996 -0.0002709027207925578 0.0003530004375897856 -0.00029758019268353263 -8.2267548611404112e-06 -0.0003013850260347761 0.00039211702724547144
leaf_weight=0.0012783938206535755 0.0010103711306559899 0.0010259303227072745 0.0019599702846749036 0.0017996463680459754 0.0010598874327335541 0.0011033867888291301
leaf_count=450 755 396 766 991 421 131
internal_value=0 3.05309e-05 -1.54097e-05 -8.18572e-05 2.48345e-05 0.000143936
internal_weight=0 0.00822722 0.00720128 0.00592289 0.00396292 0.00290303
internal_count=3910 3155 2759 2309 1543 1122
is_linear=0
shrinkage=0.00196078


Tree=9824
num_leaves=7
num_cat=0
split_feature=51 150 42 47 4 2
split_gain=7.46501e-06 1.50404e-05 2.1995e-05 2.51888e-05 3.87412e-05 2.90506e-05
threshold=0.08955500000000001 0.082085000000000019 -0.087904999999999983 0.09252500000000001 0.05309500000000001 0.097360000000000016
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.012747188620060202 -0.0078400212440769158 0.011965218271672804 -0.014803875076771925 -0.016074382856906072 0.015173526915469896 0.0062345680209168327
leaf_weight=0.0010031660452980203 0.0010685878649536315 0.0010857449571335213 0.0016103007003561449 0.001207662826728963 0.0012277819338623532 0.0011079055930737565
leaf_count=422 487 422 1403 302 500 374
internal_value=0 0.00111351 -0.000800167 -0.00343718 0.000430413 -0.00622888
internal_weight=0 0.00724256 0.00615682 0.00515365 0.00394599 0.00271821
internal_count=3910 3423 3001 2579 2277 1777
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=8
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split_feature=50 42 51 16 49 16 2
split_gain=1.63796e-05 3.2313e-05 3.44179e-05 4.86163e-05 4.18863e-05 3.08945e-05 2.16178e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.047309999999999998 0.11346000000000002 0.098535000000000025
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=-0.00025698785508078019 -0.00024259538295662053 -0.00025599051995379919 0.00027567327949087591 0.0005766488105539288 -0.00039225001187820748 0.00014206341127177125 1.0606047862345893e-05
leaf_weight=0.0013284267476746511 0.0010077957594834619 0.0010109016161920208 0.0011458973636307847 0.001150104642829448 0.0010326107210119717 0.0013878131545054053 0.0010160017115936476
leaf_count=862 755 478 211 632 474 231 267
internal_value=0 2.25255e-05 7.75893e-05 0.000136415 -2.45335e-05 0.000339004 -0.000192455
internal_weight=0 0.00807176 0.00674333 0.00573243 0.00319451 0.00253792 0.00204861
internal_count=3910 3155 2293 1815 952 863 741
is_linear=0
shrinkage=0.00196078


Tree=9826
num_leaves=6
num_cat=0
split_feature=52 12 1 48 52
split_gain=6.35258e-06 2.47122e-05 3.00002e-05 3.53021e-05 2.88856e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.083775000000000002 0.0033900000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.011730671418935239 -0.0068258577652386427 0.011865693766156942 -0.016118523676829127 0.01499459344241731 0.0091407480584757683
leaf_weight=0.0018998531366213383 0.001183271767598873 0.0016380129350247706 0.0011984655734905625 0.0013737489826640813 0.0010186251050033918
leaf_count=1141 647 696 392 407 627
internal_value=0 0.00108602 -0.00212983 0.00177606 -0.004446
internal_weight=0 0.00712871 0.00549069 0.00429223 0.00291848
internal_count=3910 3263 2567 2175 1768
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=6
num_cat=0
split_feature=4 42 49 2 16
split_gain=6.90764e-06 1.34323e-05 1.71099e-05 2.57301e-05 2.98527e-05
threshold=0.28937500000000005 0.092145000000000019 -0.0019649999999999997 0.106035 -0.057604999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0074026810367554489 0.0073619997331025996 -0.011508857023926164 -0.0022098724917939687 -0.0097452258802911244 0.017021051751999822
leaf_weight=0.0018481821368696826 0.0010954465096905267 0.0010684554651028463 0.0014577419213633576 0.0010214543163282247 0.0018087989399897875
leaf_count=631 426 702 1043 324 784
internal_value=0 -0.00116123 0.000640534 0.00410727 0.00843897
internal_weight=0 0.00720463 0.00613618 0.004288 0.00326654
internal_count=3910 3484 2782 2151 1827
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=6
num_cat=0
split_feature=1 16 2 15 3
split_gain=6.62926e-06 1.73331e-05 1.66988e-05 3.66968e-05 1.72645e-05
threshold=0.10498500000000001 -0.072804999999999981 0.087005000000000013 -0.0063699999999999989 -0.069909999999999986
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0052230890917028131 0.011708691219530857 -0.003700296097022303 -0.021351861445477724 -0.0074689597706380523 0.0098684941725223005
leaf_weight=0.0019645916937881397 0.0014224196576062007 0.0014996644105533009 0.0011030013777116035 0.001199546245363273 0.0011020182979054338
leaf_count=1339 435 424 932 575 205
internal_value=0 0.00380053 -0.00211839 -0.00635477 0.000832433
internal_weight=0 0.00292208 0.00536916 0.00340457 0.00230156
internal_count=3910 859 3051 1712 780
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=7
num_cat=0
split_feature=2 4 48 0 0 48
split_gain=8.26384e-06 3.46213e-05 3.5426e-05 2.35997e-05 3.8956e-05 2.11298e-05
threshold=0.10946500000000002 0.15927500000000003 0.083775000000000002 -0.029849999999999998 -0.078664999999999985 0.08980500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.00027906967445160655 0.00025989172811557017 0.00028812370045872135 0.00016426564756389289 -0.00043052015582539761 0.00020770403423168524 -0.0001037521745684895
leaf_weight=0.0017162456650279684 0.0013324210651226044 0.001026316240373271 0.0013838115205052496 0.0011940890417969823 0.0010006165932137613 0.0011398910732020719
leaf_count=1584 552 297 493 211 558 215
internal_value=0 -4.14772e-05 -0.000105366 -0.000200769 -9.97916e-05 9.22291e-05
internal_weight=0 0.00632108 0.00529476 0.00391095 0.00271686 0.00247231
internal_count=3910 3143 2846 2353 2142 767
is_linear=0
shrinkage=0.00196078


Tree=9830
num_leaves=7
num_cat=0
split_feature=50 160 42 43 52 3
split_gain=1.30684e-05 2.55798e-05 2.44408e-05 2.88273e-05 1.62278e-05 4.17109e-05
threshold=0.07992500000000001 -0.026849999999999995 -1.0000000180025095e-35 -0.074254999999999988 -0.031409999999999993 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00025664509127336111 -0.00021600609276579313 -0.00029361249811451481 0.00024278357616509301 -0.00025597421396560978 0.00026442220892036549 -0.0002374104477240282
leaf_weight=0.0014539312154656404 0.0010029161076654429 0.0011268191640415879 0.0016187156263872174 0.0012205853272339914 0.0013019527976932265 0.0012463873584935012
leaf_count=799 755 754 538 342 560 162
internal_value=0 2.14868e-05 -3.09971e-05 2.39287e-05 -7.00673e-05 1.8977e-05
internal_weight=0 0.00796839 0.00651446 0.00538764 0.00376893 0.00254834
internal_count=3910 3155 2356 1602 1064 722
is_linear=0
shrinkage=0.00196078


Tree=9831
num_leaves=6
num_cat=0
split_feature=48 2 4 1 52
split_gain=6.76632e-06 2.2572e-05 2.38681e-05 2.55691e-05 1.5596e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.10884000000000001 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015329611615430439 0.0054822605895527314 0.011799483080949707 -0.0053127156497105379 -0.01389053769536183 0.0096436351471738679
leaf_weight=0.0014073697798153654 0.0017526600901060169 0.0010663392873523029 0.0010776900213960261 0.0010250776050847515 0.0019747928287049969
leaf_count=674 483 484 674 273 1322
internal_value=0 -0.00151304 -0.00410116 -0.000225664 0.00436324
internal_weight=0 0.00655127 0.00548493 0.00407756 0.00305248
internal_count=3910 3427 2943 2269 1996
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=6
num_cat=0
split_feature=0 3 15 1 2
split_gain=7.26843e-06 2.24937e-05 3.10177e-05 3.17597e-05 1.76842e-05
threshold=-0.077944999999999987 -0.084604999999999986 -0.0058549999999999991 0.094385000000000011 0.10113500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015728284946740532 0.0097681176620300694 -0.017036988057870656 0.014198340086808281 0.0045420021538343071 -0.0051366276840704266
leaf_weight=0.0010144334244598921 0.0019305472451743469 0.0012138505526762707 0.0012247604761579001 0.0015567790107566231 0.0013545948974551399
leaf_count=926 758 646 568 399 613
internal_value=0 -0.00243026 0.000946116 -0.00491205 0.0036223
internal_weight=0 0.00500982 0.00399539 0.00277063 0.00328514
internal_count=3910 2539 1613 1045 1371
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=6
num_cat=0
split_feature=0 3 15 42 4
split_gain=7.19342e-06 1.53975e-05 2.87241e-05 2.5123e-05 4.45372e-05
threshold=0.10302000000000001 0.11265500000000002 1.0000000180025095e-35 0.083970000000000017 0.0057500000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
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leaf_weight=0.0011299013601608664 0.0011527319562489634 0.001567265869221084 0.0018926477668954316 0.0012952382572486991 0.0012467092129691284
leaf_count=570 210 310 1450 1002 368
internal_value=0 -0.00121487 0.00125108 0.00640933 0.0125158
internal_weight=0 0.00713176 0.0055645 0.00367185 0.00237661
internal_count=3910 3700 3390 1940 938
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=7
num_cat=0
split_feature=4 1 2 1 4 4
split_gain=1.21748e-05 4.48785e-05 3.38004e-05 3.39415e-05 2.83388e-05 1.5426e-05
threshold=-0.082054999999999975 0.079355000000000023 0.089910000000000004 0.11097000000000001 -0.34687499999999999 0.05309500000000001
decision_type=2 2 2 2 2 2
left_child=4 -2 5 -4 -1 -3
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leaf_value=-7.0725296779077413e-05 -0.00035477030993309353 -0.00029123432451576498 0.00045982231177263958 -1.1950311046217482e-05 0.00033973722254683659 2.0004820478360102e-05
leaf_weight=0.0014637149692555661 0.0014217611223717877 0.0011012586148190777 0.0011065032605392039 0.0012471282171259692 0.0011585482893893811 0.0013787698960663062
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internal_value=0 -4.85418e-05 4.15315e-05 0.000209842 0.000110622 -0.000118201
internal_weight=0 0.00625542 0.00483366 0.00235363 0.00262226 0.00248003
internal_count=3910 2957 1458 561 953 897
is_linear=0
shrinkage=0.00196078


Tree=9835
num_leaves=7
num_cat=0
split_feature=4 151 160 47 1 0
split_gain=1.20975e-05 1.97668e-05 2.06002e-05 4.08525e-05 5.41989e-05 2.87912e-05
threshold=0.28937500000000005 -0.016164999999999995 1.0000000180025095e-35 0.09550500000000002 0.088495000000000018 -0.032484999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00019507844557554882 0.00018358040887808271 0.00019992789683550571 -0.00030097911970102534 0.00031664518381898 -0.00046422932086932105 -0.0001979879617513539
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leaf_count=564 426 1564 439 222 563 132
internal_value=0 -3.14286e-05 -7.53329e-05 -2.05004e-05 -0.000110963 3.43098e-05
internal_weight=0 0.007642 0.00640124 0.00514982 0.00406035 0.00287718
internal_count=3910 3484 2920 2481 2259 1696
is_linear=0
shrinkage=0.00196078


Tree=9836
num_leaves=6
num_cat=0
split_feature=15 13 13 15 15
split_gain=1.56884e-05 2.27312e-05 3.90059e-05 4.26027e-05 4.28795e-05
threshold=-0.106555 -0.09547499999999999 -0.032264999999999995 -0.038029999999999987 0.035895000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
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leaf_count=671 309 1472 418 348 692
internal_value=0 -4.81835e-05 -0.000105717 -1.83473e-05 0.000125407
internal_weight=0 0.00706919 0.00557618 0.00434338 0.00280582
internal_count=3910 3239 2930 1458 1040
is_linear=0
shrinkage=0.00196078


Tree=9837
num_leaves=7
num_cat=0
split_feature=42 43 3 16 15 16
split_gain=6.80466e-06 1.86874e-05 2.96209e-05 1.81014e-05 1.2803e-05 5.19906e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.081244999999999998 0.061570000000000007 -0.10469999999999999 -0.092424999999999993
decision_type=2 2 2 2 2 2
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leaf_value=-0.0064086474491922953 -0.002687887339510892 -0.007008582248617644 0.021550931040350954 -0.013652277042926379 -0.010184287316589165 0.01848254463210857
leaf_weight=0.001393693393167964 0.0010150249348838242 0.0012890532797392236 0.0010017371068211417 0.0010601698980429713 0.0011770602358132818 0.0013678563600861399
leaf_count=1060 592 296 741 289 278 654
internal_value=0 0.00125105 0.00935167 -0.00208703 0.00111099 0.00522373
internal_weight=0 0.0069109 0.00201676 0.00489414 0.00383397 0.00254492
internal_count=3910 2850 1333 1517 1228 932
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=7
num_cat=0
split_feature=50 4 0 47 150 15
split_gain=2.20815e-05 3.06741e-05 3.19344e-05 3.7989e-05 3.59475e-05 5.22735e-05
threshold=0.084340000000000012 0.28937500000000005 -0.017269999999999997 1.0000000180025095e-35 0.086420000000000011 0.079360000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0003823177395767595 -0.00027878196838077024 0.00034986994704792738 0.00021946241978572489 -0.00036668604989588931 -0.00029014769032640616 -0.00014531826076560677
leaf_weight=0.0014729133313740731 0.0010013923309536788 0.0010083038907540342 0.0016928104986384833 0.0014038751016995322 0.0011196233899994777 0.0014157837791747379
leaf_count=737 731 396 293 365 287 1101
internal_value=0 2.98309e-05 -1.55873e-05 -8.91054e-05 8.1145e-06 0.000123717
internal_weight=0 0.00811331 0.00710501 0.0054122 0.00400832 0.0028887
internal_count=3910 3179 2783 2490 2125 1838
is_linear=0
shrinkage=0.00196078


Tree=9839
num_leaves=7
num_cat=0
split_feature=50 4 51 16 52 1
split_gain=2.52557e-05 2.1416e-05 2.23317e-05 2.38164e-05 1.9132e-05 2.03042e-05
threshold=0.07992500000000001 0.28937500000000005 0.077145000000000005 -0.084184999999999996 1.0000000180025095e-35 0.091845000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00023432449109310257 -0.00029518308088806054 0.0002965180090355193 0.00023521957602788942 -0.00025642354539774485 0.00020790076920151546 9.6420219272716888e-05
leaf_weight=0.0019240363682025323 0.0010128308331103257 0.0010359775162807347 0.0012303689354113663 0.0012062534089918244 0.0014820714335030093 0.0013057629392204243
leaf_count=664 755 396 305 800 628 362
internal_value=0 3.30453e-05 -5.13787e-06 -5.51078e-05 3.12246e-05 -7.3013e-05
internal_weight=0 0.00818447 0.00714849 0.00591812 0.00399409 0.00251202
internal_count=3910 3155 2759 2454 1790 1162
is_linear=0
shrinkage=0.00196078


Tree=9840
num_leaves=7
num_cat=0
split_feature=0 16 15 15 151 16
split_gain=7.61441e-06 1.30052e-05 2.03056e-05 3.48612e-05 2.66205e-05 3.03143e-05
threshold=0.10302000000000001 0.081265000000000018 0.085285000000000014 -0.0039399999999999991 -0.044604999999999992 -0.09601999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.014655894474784027 0.007475488800533313 -0.0097858661162960412 -0.011761979155547135 0.018922046269060879 0.01532751498552682 -0.0066345251426481386
leaf_weight=0.0010396947215172568 0.0011612451692016518 0.0014298717345189692 0.0010407029780767699 0.0011366822444492724 0.0012595255916686525 0.0012544681960140118
leaf_count=490 210 587 1075 432 538 578
internal_value=0 -0.00125402 0.00087463 0.00367845 -0.00119736 0.00436859
internal_weight=0 0.00716095 0.00573107 0.00469037 0.00355369 0.00251399
internal_count=3910 3700 3113 2038 1606 1116
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=6
num_cat=0
split_feature=52 52 15 2 12
split_gain=6.92943e-06 1.26158e-05 1.06229e-05 2.6376e-05 4.25335e-05
threshold=-0.048794999999999991 -0.088354999999999989 -0.11739999999999999 0.106035 0.088285000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0010717125831407584 -0.010699168408102774 0.013031791685951267 -0.0057042739795212516 -0.012654219581447605 0.017211463557033197
leaf_weight=0.0017318487012643702 0.0011325421291342131 0.0010007588179518673 0.0017695525600787934 0.0011812626809988057 0.0014936168325609032
leaf_count=849 467 341 946 309 998
internal_value=0 0.00409339 -0.00205342 0.000149707 0.00478471
internal_weight=0 0.00273261 0.00557697 0.00444443 0.00326317
internal_count=3910 1190 2720 2253 1944
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=7
num_cat=0
split_feature=2 52 13 15 4 16
split_gain=7.31077e-06 2.68425e-05 2.26737e-05 4.34464e-05 1.78193e-05 6.59477e-06
threshold=0.10946500000000002 0.090300000000000005 0.0024700000000000004 -0.064869999999999983 0.060350000000000008 -0.022939999999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.007029179694219477 0.013843339542441558 -0.014186349539027643 -0.011546063014819193 0.020839449680230972 -0.0036869256678364335 0.0094609704686855148
leaf_weight=0.0015716518401901929 0.001115635348500483 0.0013668230756324201 0.001001045099892444 0.0010096534421098161 0.0012073808890574632 0.0010279807892823957
leaf_count=724 376 745 408 702 391 564
internal_value=0 -0.00187873 0.0017701 0.00546338 0.00473204 0.015099
internal_weight=0 0.00597715 0.00461033 0.00360929 0.00232302 0.00203763
internal_count=3910 3143 2398 1990 767 1266
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=7
num_cat=0
split_feature=3 52 12 1 2 12
split_gain=1.19457e-05 1.81886e-05 3.4889e-05 3.55878e-05 4.33415e-05 5.17465e-05
threshold=0.13772500000000001 0.11262000000000001 0.097345000000000015 0.10915500000000002 0.091525000000000009 0.085325000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=7.11013053449366e-05 0.0001732289210173005 -0.00027966829573411152 0.00033051701683115128 -0.00037127848874525689 0.00027327125896827738 -0.00047762515522010892
leaf_weight=0.0018420356805284505 0.0012509082583113265 0.0010025668187700881 0.0010564733120777964 0.0011163349028286505 0.001646806319483057 0.0010303092211133833
leaf_count=675 239 608 502 301 600 985
internal_value=0 -3.33718e-05 3.52746e-06 -5.77726e-05 1.96706e-05 -0.000125727
internal_weight=0 0.00769453 0.00669196 0.00563549 0.00451915 0.00287234
internal_count=3910 3671 3063 2561 2260 1660
is_linear=0
shrinkage=0.00196078


Tree=9844
num_leaves=6
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split_feature=4 151 16 15 15
split_gain=7.9735e-06 1.74951e-05 1.93082e-05 1.89857e-05 2.48507e-05
threshold=0.27020000000000005 -0.016164999999999995 -0.092424999999999993 0.014775000000000002 -0.038029999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0098082362365985946 0.0075106252580350507 -0.012351636352150272 -0.0072481198287685754 -0.010710838494423195 0.011456968718550269
leaf_weight=0.0011812821539627016 0.0011998755934715805 0.0017456720237928464 0.0011451952270941537 0.0011579756092356328 0.0018701552564939368
leaf_count=561 472 576 674 1213 414
internal_value=0 -0.00130315 -0.0035207 0.000173221 0.00435299
internal_weight=0 0.00710028 0.005919 0.00417333 0.00301535
internal_count=3910 3438 2877 2301 1088
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=7
num_cat=0
split_feature=1 150 4 4 12 16
split_gain=9.75592e-06 1.7398e-05 2.70437e-05 5.82608e-05 2.71173e-05 2.9355e-05
threshold=0.12730000000000002 0.084800000000000014 -1.0000000180025095e-35 0.15927500000000003 0.080120000000000011 0.13514000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0002551888741340973 0.00016917035953603675 0.00017073769633138501 -0.00059603831946793227 7.1090843846640022e-06 -0.00029684713402855923 0.00014461568993519522
leaf_weight=0.0013506451784696225 0.0010754830534843102 0.0013601102736157241 0.0010072985227268622 0.0015839362080388509 0.0012600651530937971 0.0010715739852305024
leaf_count=326 345 400 565 279 1683 312
internal_value=0 -3.03023e-05 -7.38882e-05 -0.000227354 3.41064e-05 -9.39598e-05
internal_weight=0 0.00763363 0.00627352 0.00259123 0.00368228 0.00233164
internal_count=3910 3565 3165 844 2321 1995
is_linear=0
shrinkage=0.00196078


Tree=9846
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 13
split_gain=9.25879e-06 2.1573e-05 3.02266e-05 3.41135e-05 3.30786e-05 2.52015e-05
threshold=-0.23438999999999996 0.10911000000000001 0.11198000000000001 0.083775000000000002 -0.10209999999999998 -0.016579999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.00016418808020506121 -0.00043880549659103572 -0.00029252670447849224 0.00028031570005317607 0.00022516145449846933 -0.00027746901341124241 0.00010118754970280692
leaf_weight=0.0011133958186065416 0.001059195784835851 0.0010206161385634951 0.0013109708938349668 0.0012883669762524964 0.0010537032559364361 0.0018840393379022788
leaf_count=210 346 199 394 448 1370 943
internal_value=0 -2.72409e-05 1.38058e-05 -5.22995e-05 -0.000141736 -3.46282e-05
internal_weight=0 0.00761689 0.00659628 0.00528531 0.00399694 0.00293774
internal_count=3910 3700 3501 3107 2659 2313
is_linear=0
shrinkage=0.00196078


Tree=9847
num_leaves=7
num_cat=0
split_feature=49 2 457 3 3 4
split_gain=1.00504e-05 2.82257e-05 2.23863e-05 4.84136e-05 5.3747e-05 2.78904e-05
threshold=0.10251500000000001 0.11260500000000001 0.082870000000000013 0.090325000000000003 -0.075954999999999981 -0.082054999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-1.2453687232529428e-05 0.00017952597657806791 0.00021854133230336548 0.00017129674895843098 -0.00048966005699389913 0.00023654380661856936 -0.00043737314196384082
leaf_weight=0.0011874116727652009 0.0010121485302464059 0.0014471273165857917 0.0010818115653797988 0.0011706601480511039 0.0016398078285430619 0.0011881218951254498
leaf_count=699 408 500 250 163 608 1282
internal_value=0 -2.82843e-05 -8.52719e-05 -0.000138793 -3.64985e-05 -0.000224977
internal_weight=0 0.00771494 0.00626781 0.005186 0.00401534 0.00237553
internal_count=3910 3502 3002 2752 2589 1981
is_linear=0
shrinkage=0.00196078


Tree=9848
num_leaves=7
num_cat=0
split_feature=43 47 16 16 0 15
split_gain=7.4999e-06 2.33671e-05 5.52114e-05 3.22111e-05 3.648e-05 4.03233e-05
threshold=-0.17307499999999998 0.10436500000000001 0.15737500000000001 -0.008069999999999999 -0.18087499999999998 -0.029114999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.0073533100011443659 -0.017144713743111592 0.012841535482672986 -0.024229816897172383 0.015849101595454957 0.018713252383855624 -0.006583467500040914
leaf_weight=0.0011788461480160385 0.0013023667460501701 0.0010093654446039421 0.0010688248852465665 0.001108341805088924 0.0010340642023442658 0.0016130985281107815
leaf_count=275 177 266 470 631 802 1289
internal_value=0 -0.0012566 -0.00357925 0.000784607 -0.00344289 0.00329822
internal_weight=0 0.00713606 0.0061267 0.00505787 0.00394953 0.00264716
internal_count=3910 3635 3369 2899 2268 2091
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=7
num_cat=0
split_feature=4 48 0 4 0 3
split_gain=1.48059e-05 1.97651e-05 5.09312e-05 3.27275e-05 3.42806e-05 2.44241e-05
threshold=0.28937500000000005 0.016865000000000002 -0.14733499999999997 -0.082054999999999975 -0.084154999999999994 -0.089974999999999986
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00013129636883425707 0.00020262010006803628 -0.00015887209679574257 0.00042520551075885286 -4.4708738156778756e-05 -0.00044876075414092628 0.00028320711864806609
leaf_weight=0.0010254832424016714 0.0011951355960520289 0.0011987820811060141 0.0011012995403527539 0.0018659723416228511 0.0014229076152362935 0.0011702115650454288
leaf_count=416 426 144 574 860 1065 425
internal_value=0 -3.17772e-05 0.000120789 -9.57595e-05 -0.000219519 8.96163e-05
internal_weight=0 0.00778466 0.00230008 0.00548457 0.00328888 0.00219569
internal_count=3910 3484 718 2766 1925 841
is_linear=0
shrinkage=0.00196078


Tree=9850
num_leaves=7
num_cat=0
split_feature=2 150 0 51 133 1
split_gain=1.28734e-05 2.88797e-05 3.29313e-05 2.1119e-05 1.78927e-05 1.61282e-05
threshold=0.086650000000000019 0.085075000000000026 -0.13506999999999997 -0.0084849999999999978 1.0000000180025095e-35 0.092385000000000009
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -5
right_child=1 -3 4 5 -6 -7
leaf_value=0.00011704841298090497 -0.00025708936474052246 0.00032935364479359227 0.00021620622129926519 -0.00039626615296027893 -9.4725601658377455e-05 -4.7813686173592641e-05
leaf_weight=0.0010970531424974849 0.0014772635101528058 0.0011646347317512129 0.0019008405700362461 0.0010108769016941915 0.001137268227152407 0.0010321068490242048
leaf_count=289 299 326 891 871 771 463
internal_value=0 5.40551e-05 -1.69518e-05 -0.000102393 9.98138e-05 -0.000220229
internal_weight=0 0.00568001 0.00451537 0.00314004 0.00303811 0.00204298
internal_count=3910 2287 1961 1623 1662 1334
is_linear=0
shrinkage=0.00196078


Tree=9851
num_leaves=6
num_cat=0
split_feature=2 150 0 1 16
split_gain=8.52864e-06 2.82993e-05 3.64107e-05 1.90101e-05 1.61464e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 0.090355000000000005 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.014970472683857275 -0.014693230550741355 0.016605075427822049 0.015019154327381904 0.0017556991928953743 -0.00054344168551787064
leaf_weight=0.0010733433089608235 0.0013848268824100765 0.0011036594133117207 0.0010367588069400227 0.0018518719586851965 0.0018675935896766294
leaf_count=902 301 327 685 708 987
internal_value=0 0.00232439 -0.0013502 -0.0043816 0.0050119
internal_weight=0 0.00539284 0.00428918 0.00292522 0.00290435
internal_count=3910 2300 1973 1610 1672
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=7
num_cat=0
split_feature=13 47 42 160 16 1
split_gain=7.88595e-06 1.62172e-05 1.92913e-05 2.97419e-05 3.16725e-05 3.25387e-05
threshold=-0.23438999999999996 0.10887000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.114825 0.086560000000000012
decision_type=2 2 2 2 2 2
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leaf_value=0.0079930780042869933 -0.011754265626690342 -0.012931548971997726 -0.0098407520258116301 0.020093389887511595 0.013582729181975254 -0.0091399895146894138
leaf_weight=0.0010675377855121002 0.0010368989016452945 0.0010154149332947037 0.0013099594693054524 0.0013303642439074633 0.0011432048671286392 0.0014043764624142201
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internal_weight=0 0.00724022 0.0062248 0.00518791 0.00387795 0.00254758
internal_count=3910 3700 3481 2468 1547 1226
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=6
num_cat=0
split_feature=15 13 13 3 42
split_gain=9.8734e-06 1.65381e-05 4.54181e-05 3.17367e-05 2.63294e-05
threshold=-0.106555 -0.09547499999999999 -0.032264999999999995 0.076695000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0001260853015505204 0.0001491358754935571 -0.00042169582599470691 -8.1314534401486389e-05 -0.00019575731224103689 0.00032610083112638962
leaf_weight=0.0017950462214663711 0.0014446570320686934 0.0012102945442339528 0.0010701842562234874 0.001716210964672997 0.0014177955524827851
leaf_count=671 309 1472 835 253 370
internal_value=0 -3.72589e-05 -8.69915e-05 9.36255e-06 0.000150854
internal_weight=0 0.00685914 0.00541449 0.00420419 0.00248798
internal_count=3910 3239 2930 1458 1205
is_linear=0
shrinkage=0.00196078


Tree=9854
num_leaves=6
num_cat=0
split_feature=1 42 0 0 49
split_gain=7.39917e-06 1.5348e-05 2.03405e-05 2.67222e-05 2.51127e-05
threshold=0.12730000000000002 0.092145000000000019 -0.077944999999999987 -0.099864999999999995 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0096208258012485531 0.0079414431197931384 -0.012140672436837599 0.0091875180002081499 -0.016864498199482828 0.008598957029489037
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internal_value=0 -0.00114775 0.000770051 -0.00312831 0.00146358
internal_weight=0 0.00728005 0.00619865 0.00423657 0.00317515
internal_count=3910 3565 2844 2103 621
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=7
num_cat=0
split_feature=0 3 150 12 0 0
split_gain=8.24499e-06 1.542e-05 2.45594e-05 2.87231e-05 4.64223e-05 2.72335e-05
threshold=0.10302000000000001 0.11265500000000002 0.086420000000000011 0.095295000000000019 -0.076734999999999984 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0017096225517371588 0.0012313012045673168 0.0016861896096714421 0.0010347583373348894 0.0010029178975849116 0.0010830164843357863 0.0011485760070639487
leaf_count=419 210 310 325 714 454 1478
internal_value=0 -3.00299e-05 1.66743e-05 7.41657e-05 0.000149556 1.8563e-05
internal_weight=0 0.00766508 0.00597889 0.00494413 0.00394122 0.0028582
internal_count=3910 3700 3390 3065 2351 1897
is_linear=0
shrinkage=0.00196078


Tree=9856
num_leaves=7
num_cat=0
split_feature=49 15 42 2 13 4
split_gain=6.58415e-06 1.91913e-05 2.35373e-05 4.34044e-05 2.43306e-05 2.87631e-05
threshold=-0.081629999999999994 0.079360000000000014 0.083875000000000019 0.11339500000000001 -0.00059999999999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.0072401002165268695 0.023081928715866021 -0.012188447587649403 -0.0096910868710809155 -0.012963062506098112 -0.0079013783337428534 0.014316438874989224
leaf_weight=0.0010826724808133655 0.0010422180766619499 0.0012877063862360445 0.0014708680107722522 0.0010428519437809961 0.0010227334865125582 0.0013542293869203002
leaf_count=305 406 1358 987 321 361 172
internal_value=0 -0.00112246 0.00127935 0.00489566 0.0103426 0.0047568
internal_weight=0 0.00722061 0.0059329 0.00446203 0.00341918 0.00237696
internal_count=3910 3605 2247 1260 939 533
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=6
num_cat=0
split_feature=48 0 1 4 3
split_gain=6.88273e-06 3.83133e-05 2.2759e-05 3.56769e-05 1.52441e-05
threshold=0.016865000000000002 -0.15007499999999999 0.11198000000000001 -0.0031049999999999997 -0.078884999999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.00548081685757058 -0.0065508309773716676 0.017956729729759324 0.0096276697708934898 -0.017554755357596211 0.0092325240095893005
leaf_weight=0.0015345187007274395 0.0014476046012843944 0.0011404337569862289 0.0013048652973200727 0.0015606571033244913 0.0013013471043114709
leaf_count=1508 162 619 453 617 551
internal_value=0 0.00424856 -0.00196967 -0.0054117 0.00127097
internal_weight=0 0.00258804 0.00570139 0.00439652 0.00283587
internal_count=3910 781 3129 2676 2059
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=7
num_cat=0
split_feature=50 15 42 43 12 52
split_gain=1.98626e-05 2.52809e-05 2.70629e-05 5.35994e-05 7.42302e-05 3.7278e-05
threshold=0.07992500000000001 -0.106555 0.091145000000000018 0.070805000000000021 0.085845000000000019 -0.068164999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00024619453770239127 -0.0002663675366843828 0.00018722604924468472 0.00022078232551650228 0.0003114860329115277 -0.00064074393333568797 -0.00024616158151928824
leaf_weight=0.0016112892480179856 0.0010009077433584561 0.0014703970050747271 0.0013305874599897844 0.0010106826816775535 0.001055759458802475 0.0015862377486857062
leaf_count=588 755 361 585 176 908 537
internal_value=0 2.64885e-05 -2.83656e-05 -9.30753e-05 -0.000192502 -3.76801e-05
internal_weight=0 0.00806495 0.00645366 0.00512308 0.00411239 0.00305663
internal_count=3910 3155 2567 1982 1806 898
is_linear=0
shrinkage=0.00196078


Tree=9859
num_leaves=7
num_cat=0
split_feature=15 52 2 52 4 3
split_gain=1.17839e-05 2.42402e-05 5.1226e-05 4.54571e-05 3.87456e-05 4.8213e-05
threshold=-0.15202999999999997 0.11110500000000002 0.10113500000000002 0.071660000000000015 -0.034289999999999994 -0.053439999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00018538685687449541 -0.00039457696013513394 0.00022772472303361088 -0.00036696955032997688 0.00039401077757908958 0.00039222352147909783 -0.00014799682044632455
leaf_weight=0.0011218536387130095 0.0010376386503352358 0.0011891687468139752 0.0017202383336601531 0.0010231183049013355 0.0010040216428844665 0.0017288564380601038
leaf_count=459 741 564 662 552 690 242
internal_value=0 -2.97084e-05 -7.67052e-05 2.74587e-05 -7.20041e-05 5.04727e-05
internal_weight=0 0.00770304 0.00651387 0.00479364 0.00377052 0.00273288
internal_count=3910 3451 2887 2225 1673 932
is_linear=0
shrinkage=0.00196078


Tree=9860
num_leaves=6
num_cat=0
split_feature=4 13 4 52 1
split_gain=7.1085e-06 1.69759e-05 2.69944e-05 1.51575e-05 2.05209e-05
threshold=0.28937500000000005 -0.017604999999999999 0.022820000000000003 0.088900000000000021 0.092550000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=6.9464100165272396e-05 0.0074555719822522988 0.0061366813876063096 -0.019936563575753331 0.013633068992923171 -0.010038873938452568
leaf_weight=0.001908041960640552 0.0010999178843108144 0.0019280289706643601 0.0010432058785311538 0.0010004536757916389 0.0013220991462236163
leaf_count=1633 426 779 372 326 374
internal_value=0 -0.00117565 -0.00700226 0.00286986 -0.000443271
internal_weight=0 0.00720183 0.00295125 0.00425058 0.00325013
internal_count=3910 3484 2005 1479 1153
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=6
num_cat=0
split_feature=51 0 1 4 12
split_gain=7.09161e-06 2.00065e-05 1.94994e-05 5.67139e-05 2.24023e-05
threshold=0.08955500000000001 -0.17106499999999999 0.11215000000000001 -0.0021099999999999995 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011611618695328492 -0.0076512831048996411 0.015374429798376927 0.0099253546097596655 -0.01947331959874014 -0.0027375637531207326
leaf_weight=0.0014463540219906527 0.0010640702428292544 0.0010630501682922105 0.0011808385426637039 0.0016295014217369138 0.0019096914600195073
leaf_count=208 487 723 425 699 1368
internal_value=0 0.00109259 -0.00153822 -0.00447954 0.00373927
internal_weight=0 0.00722944 0.00578308 0.00460224 0.00297274
internal_count=3910 3423 3215 2790 2091
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=8
num_cat=0
split_feature=50 133 160 42 2 2 3
split_gain=2.06773e-05 2.36087e-05 2.67932e-05 3.57408e-05 2.83318e-05 3.52412e-05 1.7372e-05
threshold=0.083475000000000008 0.090085000000000012 0.087825000000000014 0.091145000000000018 0.10796500000000002 0.088820000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00014366920667954492 -0.00027026945352563936 -0.0002298969863823418 -0.00021392509446820798 0.00044496829454599899 -0.00019109456323038195 0.00044483534324877888 0.00019327107814276929
leaf_weight=0.0012653083686718003 0.0010003253318505165 0.0011624864289012772 0.0010645799328901613 0.0010875018498123622 0.0013365791222597076 0.0010487291673752868 0.0010995354249588155
leaf_count=904 735 617 298 394 378 451 133
internal_value=0 2.86101e-05 7.21484e-05 0.000124318 5.09081e-05 0.000145664 1.29914e-05
internal_weight=0 0.00806472 0.00690223 0.00583765 0.00475015 0.00341357 0.00236484
internal_count=3910 3175 2558 2260 1866 1488 1037
is_linear=0
shrinkage=0.00196078


Tree=9863
num_leaves=8
num_cat=0
split_feature=50 4 151 1 47 133 16
split_gain=1.6902e-05 3.12906e-05 3.25819e-05 2.22764e-05 4.41435e-05 2.13585e-05 3.12022e-05
threshold=0.07992500000000001 0.27608500000000008 -0.016164999999999995 0.086560000000000012 0.09023500000000001 0.085625000000000021 -0.0049699999999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00026868554333801738 -0.00024225245337730964 0.00034980522522962398 -7.6115442645499504e-05 -0.00048835579230578597 3.8779028079674107e-05 -0.00020661681959729041 0.00038517317235643061
leaf_weight=0.0012452648403964402 0.0010057515183890297 0.0010115487531570534 0.0012616401096353074 0.0012145198063675221 0.0012286739410725281 0.001062086481284957 0.0010191945772368904
leaf_count=448 755 410 814 459 169 589 266
internal_value=0 2.73594e-05 -1.90283e-05 -8.09489e-05 -0.000223261 2.3061e-05 0.000130012
internal_weight=0 0.00804293 0.00703138 0.00578611 0.00244319 0.00334292 0.00228083
internal_count=3910 3155 2745 2297 628 1669 1080
is_linear=0
shrinkage=0.00196078


Tree=9864
num_leaves=7
num_cat=0
split_feature=48 2 4 1 52 4
split_gain=1.27702e-05 2.68956e-05 3.23589e-05 3.52015e-05 1.93539e-05 3.01398e-05
threshold=0.091555000000000011 0.11260500000000001 -0.08422499999999998 0.10884000000000001 -0.0066199999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00034399243549049414 0.00014387281752302 0.00023803328303058485 -0.00011182500104430023 -0.00031539472982748077 0.00045050086095780651 -2.0714278284065393e-05
leaf_weight=0.0014797130520371234 0.001839985772478364 0.001120425042363829 0.0011321158367477106 0.0010729315116587493 0.001007803879110632 0.0010823268997776187
leaf_count=674 483 484 674 273 930 392
internal_value=0 -3.99852e-05 -9.39254e-05 -7.77591e-06 9.46538e-05 0.000206493
internal_weight=0 0.00689532 0.00577489 0.00429518 0.00322225 0.00209013
internal_count=3910 3427 2943 2269 1996 1322
is_linear=0
shrinkage=0.00196078


Tree=9865
num_leaves=7
num_cat=0
split_feature=4 4 1 2 1 3
split_gain=6.87597e-06 1.77557e-05 2.81562e-05 3.14499e-05 3.08412e-05 1.58014e-05
threshold=-0.34687499999999999 -0.082054999999999975 0.079355000000000023 0.089910000000000004 0.11097000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
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leaf_value=-0.006485214757533185 0.012977420654835183 -0.013737064754409374 -0.013055721542180699 0.024101519377851491 0.00027351890500454872 0.0033896047217435339
leaf_weight=0.0013779322321463032 0.0010882621946803625 0.001327723154708609 0.0012263315985788484 0.0010244628591295013 0.0011562897013755909 0.0011159305980966204
leaf_count=291 662 1499 733 205 356 164
internal_value=0 0.00124847 -0.000933168 0.00282539 0.0114673 -0.00522063
internal_weight=0 0.006939 0.00585074 0.00452301 0.00218075 0.00234226
internal_count=3910 3619 2957 1458 561 897
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=7
num_cat=0
split_feature=42 15 3 4 1 3
split_gain=1.60158e-05 3.12844e-05 2.64665e-05 2.28278e-05 7.14118e-05 3.411e-05
threshold=0.091230000000000019 0.079360000000000014 -0.10140999999999999 0.080255000000000007 0.095575000000000007 0.090325000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00028779816481617066 0.00016656343925471612 -0.00032034959442613786 -0.00037967103624869962 -0.00025409324763456947 0.00045554746655918104 9.8937376635983908e-05
leaf_weight=0.0011021419264806171 0.0016574737772797211 0.0013179511263325767 0.0012237461729133138 0.0014566263800264156 0.0010796301495634522 0.0010758011975321256
leaf_count=323 900 1013 875 391 304 104
internal_value=0 -4.70639e-05 1.3593e-05 -4.89019e-05 3.95477e-05 -0.000155763
internal_weight=0 0.0072559 0.00593795 0.0048358 0.00337918 0.00229955
internal_count=3910 3010 1997 1674 1283 979
is_linear=0
shrinkage=0.00196078


Tree=9867
num_leaves=8
num_cat=0
split_feature=13 48 3 133 3 1 52
split_gain=1.31152e-05 2.27127e-05 3.21875e-05 2.37519e-05 4.22064e-05 2.99771e-05 2.01362e-05
threshold=0.17936000000000002 0.11028500000000001 -0.100615 0.083815000000000014 0.084925000000000014 0.091655000000000014 -0.0066199999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.00036633645108202718 -0.00021421956613791555 -0.00025028618493259995 -0.00048760625862948813 0.00023103627703136606 -6.4615654477530185e-05 -2.0516238912758807e-05 0.00030981398665530415
leaf_weight=0.0011292414990122322 0.0010102774562180854 0.0010159763666649562 0.0011073173330723512 0.0013488190402019297 0.0011040984933568512 0.0010101804357107284 0.0011046985725390172
leaf_count=385 221 205 1180 1115 210 404 190
internal_value=0 2.31797e-05 6.40116e-05 3.85458e-06 -6.69744e-05 -0.000264775 0.00012265
internal_weight=0 0.00782033 0.00680436 0.00567511 0.00432629 0.0021175 0.0022088
internal_count=3910 3689 3484 3099 1984 1584 400
is_linear=0
shrinkage=0.00196078


Tree=9868
num_leaves=7
num_cat=0
split_feature=50 42 16 151 2 16
split_gain=1.88311e-05 2.16379e-05 2.1492e-05 2.95407e-05 5.29523e-05 2.95227e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.0095499999999999977 -0.0088999999999999982 0.10325000000000002 0.10994000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00019348929091044957 -0.00025153195694192272 -0.00027772333082864796 0.00046946596133361863 -0.00011325037652841229 0.00044795695175601889 5.7913093405040795e-05
leaf_weight=0.0013828909768771299 0.0010228296948028284 0.0011882457779241132 0.001031865540359818 0.001772094765947428 0.0010175635515238795 0.001911641338660008
leaf_count=869 727 303 504 759 245 503
internal_value=0 3.04289e-05 7.51675e-05 -1.88213e-05 9.14572e-05 0.000202186
internal_weight=0 0.0083043 0.00692141 0.0039779 0.00278966 0.00294351
internal_count=3910 3183 2314 1307 1004 1007
is_linear=0
shrinkage=0.00196078


Tree=9869
num_leaves=8
num_cat=0
split_feature=50 4 151 1 49 0 16
split_gain=1.94471e-05 3.67914e-05 3.5967e-05 2.67747e-05 2.88043e-05 3.16765e-05 4.76302e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 0.11593500000000001 -0.006494999999999999 -0.10071499999999999 0.18936500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00027660608668803261 -0.00026086191814384538 0.00037792173540137128 -0.00032151460099301697 -0.00037682985773781623 0.00031327596180626198 -0.00028768193776620006 0.00024821915449837394
leaf_weight=0.0012768385866983303 0.0010076239073396774 0.0010112865587675558 0.0010064101577422239 0.0010110056277349566 0.0012132154880381868 0.0015658844382627295 0.0010756423119300902
leaf_count=450 755 396 199 140 274 1323 373
internal_value=0 2.78673e-05 -2.16508e-05 -8.65036e-05 -2.61226e-05 5.09994e-05 -6.94605e-05
internal_weight=0 0.00816028 0.007149 0.00587216 0.00486115 0.00385474 0.00264153
internal_count=3910 3155 2759 2309 2169 1970 1696
is_linear=0
shrinkage=0.00196078


Tree=9870
num_leaves=7
num_cat=0
split_feature=42 43 3 1 3 48
split_gain=7.41314e-06 2.13756e-05 2.10929e-05 1.62738e-05 4.3853e-05 2.84523e-06
threshold=0.091230000000000019 -0.093039999999999984 -0.089604999999999976 0.095575000000000007 0.084925000000000014 0.087035000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.014690479976626794 0.0062035787288273019 0.014031350472692834 -0.020389074018439795 0.008692301991447696 0.0049325900924694251 0.0011746767848412611
leaf_weight=0.0010356087913384795 0.0015488318594730063 0.0010108815510394501 0.0012817390343951322 0.0010129113182915121 0.0014664118376083776 0.0010009588819577435
leaf_count=483 900 432 1348 387 162 198
internal_value=0 -0.00146133 0.000911864 -0.00187314 -0.00687745 0.0049558
internal_weight=0 0.00680851 0.0057729 0.00476202 0.00274815 0.00201387
internal_count=3910 3010 2527 2095 1510 585
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=8
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split_feature=50 16 2 4 3 51 2
split_gain=2.20826e-05 1.98835e-05 2.24389e-05 4.9128e-05 2.35168e-05 1.81423e-05 1.38683e-05
threshold=1.0000000180025095e-35 0.0054700000000000009 0.113945 0.0057500000000000008 -1.0000000180025095e-35 -0.07742499999999998 0.087170000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 5 -4 4 -6 -7 -8
leaf_value=-2.8712777164356404e-05 -0.00027432545537569778 -3.6163479930406017e-05 -0.00030319525094777973 2.8297276704543322e-05 0.00044858313848707864 0.0002837043427214663 -0.00035314127234019571
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leaf_count=750 779 402 311 366 161 479 662
internal_value=0 3.35668e-05 -4.04391e-05 2.42358e-05 0.000238452 0.000163037 -0.000192201
internal_weight=0 0.00797841 0.00507659 0.00407385 0.00204743 0.00290182 0.00202643
internal_count=3910 3131 2250 1939 527 881 1412
is_linear=0
shrinkage=0.00196078


Tree=9872
num_leaves=7
num_cat=0
split_feature=43 15 52 12 16 2
split_gain=7.85239e-06 3.59544e-05 1.83395e-05 2.41361e-05 2.38039e-05 1.90858e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.074484999999999982 0.089995000000000006 -0.19424999999999998 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.00035506900854661292 -0.00026180279677136319 -8.741446815451922e-05 -0.00014167602656895039 -0.00024659119205153114 1.9609856846470029e-05 0.00037857494527823032
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internal_value=0 7.49417e-05 -4.84167e-05 9.42203e-06 9.00648e-05 0.000205604
internal_weight=0 0.0030394 0.00571298 0.00449468 0.00341802 0.00228085
internal_count=3910 1824 2086 1659 1058 797
is_linear=0
shrinkage=0.00196078


Tree=9873
num_leaves=7
num_cat=0
split_feature=43 15 52 12 16 2
split_gain=7.62748e-06 3.21274e-05 1.83527e-05 2.52487e-05 2.0424e-05 1.59292e-05
threshold=-0.049504999999999987 -0.052074999999999989 -0.074484999999999982 0.089995000000000006 -0.19424999999999998 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
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leaf_weight=0.0010608318211022738 0.0011705585843991579 0.001836395464525277 0.001085618319447684 0.0010299722030137023 0.0010499727172446388 0.001132128449878578
leaf_count=860 427 964 261 601 491 306
internal_value=0 0.0041065 -0.00223979 0.000783672 0.00508688 0.0106632
internal_weight=0 0.00289723 0.00546825 0.00429769 0.00326772 0.0021821
internal_count=3910 1824 2086 1659 1058 797
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=7
num_cat=0
split_feature=51 150 48 1 4 3
split_gain=7.91415e-06 1.47003e-05 2.35589e-05 3.83811e-05 3.73037e-05 4.2052e-05
threshold=0.08955500000000001 0.082085000000000019 0.084500000000000006 0.11198000000000001 -1.0000000180025095e-35 -0.069909999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.005314553443162829 -0.0080467375051394546 0.011852978158086693 -0.014512710202618864 0.018380547220691098 -0.016615607293642205 0.0203866091465695
leaf_weight=0.0017493775509727371 0.0010749228842663909 0.0010901636784495863 0.0010344708557957511 0.0011221986374700338 0.0012821338895334816 0.0010008391982011032
leaf_count=1548 487 422 377 344 483 249
internal_value=0 0.00114552 -0.000740542 0.00202341 -0.00252877 0.00403843
internal_weight=0 0.00727918 0.00618902 0.00515455 0.00403235 0.00275022
internal_count=3910 3423 3001 2624 2280 1797
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=7
num_cat=0
split_feature=16 4 2 4 49 0
split_gain=7.08716e-06 1.49311e-05 2.30516e-05 2.69962e-05 1.5041e-05 1.29096e-05
threshold=-0.49150499999999991 0.097045000000000006 0.11043500000000002 -0.08422499999999998 -0.00064499999999999985 -0.083934999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0070364344831183008 -0.013228914253853467 -0.010976099860740354 0.01353603565040765 -0.0068089112105965618 0.016114453775080754 0.00050534309209854895
leaf_weight=0.0012119281138808649 0.0015077275979970004 0.0012890212947668997 0.0011597349856237605 0.0010433212393645918 0.0010007490601435358 0.0011260520614285341
leaf_count=341 698 380 412 473 732 874
internal_value=0 -0.00123539 0.000915499 -0.00221339 0.00302565 0.00785008
internal_weight=0 0.00712661 0.00583758 0.00467785 0.00317012 0.0021268
internal_count=3910 3569 3189 2777 2079 1606
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=7
num_cat=0
split_feature=4 2 2 13 0 13
split_gain=8.88745e-06 3.68196e-05 3.19194e-05 2.85346e-05 4.2519e-05 3.01347e-05
threshold=0.15927500000000003 0.11085000000000002 0.106285 -0.084184999999999996 -0.053834999999999994 -0.0030249999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00040474229924886433 0.00036783589498087978 -0.00013856663451713264 0.0002156138052763845 0.00035135716627230864 -0.00037381680118958274 -6.3308830239344448e-05
leaf_weight=0.0010413472036700519 0.001048602209706301 0.0011656198364038027 0.001437513748635281 0.0010295471038853764 0.0010821503205073035 0.0019499808989084846
leaf_count=758 305 305 534 1149 262 597
internal_value=0 0.000101253 -4.24686e-05 -0.00011517 -4.09285e-05 7.9975e-05
internal_weight=0 0.00221422 0.00654054 0.00510303 0.00406168 0.00297953
internal_count=3910 610 3300 2766 2008 1746
is_linear=0
shrinkage=0.00196078


Tree=9877
num_leaves=7
num_cat=0
split_feature=4 2 2 48 0 15
split_gain=7.33745e-06 3.15581e-05 2.43848e-05 2.74047e-05 3.13739e-05 2.83867e-05
threshold=0.15927500000000003 0.11085000000000002 0.106285 0.083775000000000002 -0.029849999999999998 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0052269073756170273 0.017936435805038519 -0.006546898313365121 0.010033126769857119 0.0074612621159153743 -0.024419706093133917 -0.016149420586279783
leaf_weight=0.0014929879657847819 0.0010009727947539687 0.0011105771853190279 0.0013675889640178823 0.0012819124558350447 0.0010188168527694901 0.0010639111017799667
leaf_count=865 305 305 534 475 180 1246
internal_value=0 0.00505934 -0.00176238 -0.00508321 -0.00958047 -0.00366766
internal_weight=0 0.00211155 0.00622522 0.00485763 0.00357572 0.0025569
internal_count=3910 610 3300 2766 2291 2111
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=7
num_cat=0
split_feature=51 42 2 4 16 12
split_gain=8.22042e-06 1.23108e-05 3.51427e-05 2.03585e-05 4.33257e-05 1.37278e-05
threshold=0.08955500000000001 -0.088669999999999985 0.086545000000000025 -0.0031049999999999997 -0.46853499999999992 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.01096592393566604 -0.0082020121203511456 -0.0031991422508319111 -0.0026187900954398407 -0.0021727679279447145 0.026356040756506351 -0.019193983159718615
leaf_weight=0.0010913661222101897 0.0010727545151438542 0.0011184846641471376 0.0018772479563715556 0.0010976244197643218 0.0010336036118685171 0.0010313948037619311
leaf_count=442 487 409 946 254 473 899
internal_value=0 0.00117712 -0.000557628 0.00497463 0.0116631 -0.0108726
internal_weight=0 0.00724972 0.00615836 0.00400848 0.00213123 0.00214988
internal_count=3910 3423 2981 1673 727 1308
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=7
num_cat=0
split_feature=48 1 1 2 12 0
split_gain=8.30778e-06 2.00706e-05 4.85774e-05 1.9602e-05 3.69636e-05 2.79441e-05
threshold=0.11339500000000001 0.11986000000000001 0.10498500000000001 0.106035 0.088285000000000016 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=6.5443459333138138e-05 -0.00016939216181830236 -0.00023460110214579548 0.00043106473380243233 -0.00025854308197360029 0.00027394514150870855 -0.00033210680721877038
leaf_weight=0.0016691111558336412 0.0010180655743327128 0.001036257097290441 0.0011200523799196642 0.0010455893797640418 0.0016384201907405005 0.0011468552649976631
leaf_count=310 195 350 370 367 1179 1139
internal_value=0 1.91437e-05 5.88633e-05 -1.69344e-05 3.9779e-05 -9.64664e-05
internal_weight=0 0.00765629 0.00662003 0.00549998 0.00445439 0.00281597
internal_count=3910 3715 3365 2995 2628 1449
is_linear=0
shrinkage=0.00196078


Tree=9880
num_leaves=6
num_cat=0
split_feature=52 12 1 48 52
split_gain=7.48289e-06 2.20916e-05 3.0135e-05 2.9584e-05 2.96714e-05
threshold=0.11401500000000002 0.095000000000000015 0.11097000000000001 0.083775000000000002 0.0033900000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.010993504463823248 -0.0073821046045304713 0.011388448804219693 -0.015812029167833051 0.014195311298186512 0.010179768407376806
leaf_weight=0.0018992768120868833 0.0011868418428150037 0.0016374029108091222 0.0012057504005579586 0.0013713664140370041 0.0010158571857019807
leaf_count=1141 647 696 392 407 627
internal_value=0 0.00119369 -0.00184567 0.00208292 -0.00361511
internal_weight=0 0.00712965 0.00549225 0.0042865 0.00291513
internal_count=3910 3263 2567 2175 1768
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=7
num_cat=0
split_feature=4 1 16 160 16 43
split_gain=6.68199e-06 2.39772e-05 2.2279e-05 1.78012e-05 4.00817e-05 5.55856e-05
threshold=0.15927500000000003 0.11198000000000001 -0.092424999999999993 -0.026849999999999995 -0.055679999999999993 -0.074254999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.013845476230967425 -0.0053511233174752919 0.016023858198203674 0.012814073872676147 0.012444612068259257 0.0048603337308935866 -0.024294081969074999
leaf_weight=0.0012111899412848605 0.0011003842923300589 0.0010032621703893923 0.0010542399399869375 0.0013131449561918068 0.0013798185337150549 0.0012431548670634438
leaf_count=500 248 362 761 943 555 541
internal_value=0 0.00484294 -0.00167922 0.00127361 -0.00181736 -0.00895736
internal_weight=0 0.00210365 0.00620155 0.00499036 0.00393612 0.00262297
internal_count=3910 610 3300 2800 2039 1096
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=6
num_cat=0
split_feature=0 47 4 0 4
split_gain=7.37724e-06 2.34511e-05 1.63429e-05 2.85677e-05 2.00413e-05
threshold=-0.017269999999999997 0.096175000000000024 0.0057500000000000008 -0.084304999999999977 0.22584000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.013785967205475534 0.0057982230042154283 -0.013332316724215258 0.01532607017383633 0.0066352658626797692 -0.0027848070280472141
leaf_weight=0.0014067624693478993 0.0017231594639081152 0.0013442408552008277 0.0013893086325578415 0.001335237338713431 0.0010906787364303283
leaf_count=1068 446 355 413 1245 383
internal_value=0 -0.00155347 0.00147863 -0.00384169 0.00736105
internal_weight=0 0.00656623 0.00522199 0.002742 0.00247999
internal_count=3910 3464 3109 2313 796
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=6
num_cat=0
split_feature=133 160 42 12 0
split_gain=7.25483e-06 4.32604e-05 1.97467e-05 3.01808e-05 3.49934e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00015018076798994939 -0.00031181809860598861 -0.00013958753925813716 0.00024736541350345114 -0.00023865047205851169 0.00028291327196879555
leaf_weight=0.001050996764945804 0.0015869803652421481 0.001330991866752539 0.0014955596981207648 0.0015140533963437838 0.0017376405252832224
leaf_count=604 1086 164 685 766 605
internal_value=0 -2.35371e-05 5.17307e-05 -1.21147e-05 9.96573e-05
internal_weight=0 0.00766523 0.00607825 0.00458269 0.00306863
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.00196078


Tree=9884
num_leaves=8
num_cat=0
split_feature=50 133 160 42 43 47 1
split_gain=1.88202e-05 2.54227e-05 3.11702e-05 3.23396e-05 5.43506e-05 2.76703e-05 2.48899e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.087825000000000014 -1.0000000180025095e-35 -0.074254999999999988 0.077735000000000012 0.089825000000000002
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=-0.00017909720953846435 -0.00025934864210846867 -0.00024787077668437309 -0.00024094335875454723 0.00053144640104329502 -2.640172236294451e-07 -0.00020060544371922444 0.00041373518804729685
leaf_weight=0.0010739817501822461 0.0010076371170914577 0.0011236767121535268 0.0010438433690481072 0.0013404413727725684 0.0012450861947361563 0.0010444354708036849 0.0010122198449145272
leaf_count=630 779 604 295 563 452 146 441
internal_value=0 2.52337e-05 7.06303e-05 0.000127528 0.000198466 6.32826e-05 0.000185381
internal_weight=0 0.00788368 0.00676001 0.00571616 0.00464218 0.00330174 0.00225731
internal_count=3910 3131 2527 2232 1602 1039 893
is_linear=0
shrinkage=0.00196078


Tree=9885
num_leaves=7
num_cat=0
split_feature=50 42 133 43 52 16
split_gain=1.47236e-05 2.56089e-05 2.33702e-05 5.41584e-05 4.67454e-05 6.24692e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 0.087330000000000019 -0.074254999999999988 -0.074484999999999982 -0.19424999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00023210600680212407 -0.00023138849821919533 0.00044513685510241 -0.00020012071262875269 -0.00035439709917029936 -0.00021051232040570535 0.00035530862225523609
leaf_weight=0.0012887976556367172 0.0010019808851532063 0.0014573851459439525 0.0010396479495920832 0.0010387110974826473 0.0012614364797621425 0.0018509575890300518
leaf_count=862 755 555 584 321 274 559
internal_value=0 2.08569e-05 6.98959e-05 0.000119949 5.78089e-06 0.000125984
internal_weight=0 0.00793694 0.00664814 0.00560849 0.00415111 0.00311239
internal_count=3910 3155 2293 1709 1154 833
is_linear=0
shrinkage=0.00196078


Tree=9886
num_leaves=6
num_cat=0
split_feature=52 13 12 4 3
split_gain=6.50658e-06 2.05381e-05 1.93009e-05 3.23406e-05 1.79893e-05
threshold=0.11401500000000002 -0.090744999999999978 0.093125000000000013 0.080255000000000007 -0.053439999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01015995339853239 -0.006898321930895783 -0.00929302246243492 0.0098480735599012388 -0.020702356667334387 0.0060250265106627674
leaf_weight=0.0018531319672755019 0.001184965733898531 0.001290050001663555 0.0010791508333027576 0.0010136080013888101 0.0018897034004847384
leaf_count=520 647 1303 739 297 404
internal_value=0 0.00110422 -0.0020786 -0.0051479 -0.000189622
internal_weight=0 0.00712564 0.00527251 0.00419336 0.00317975
internal_count=3910 3263 2743 2004 1707
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=7
num_cat=0
split_feature=4 2 2 48 0 15
split_gain=7.31699e-06 2.23699e-05 2.2023e-05 1.95194e-05 2.47522e-05 2.71292e-05
threshold=0.15927500000000003 0.106285 0.11165000000000001 0.083775000000000002 -0.029849999999999998 0.079360000000000014
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 5 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.0051946264352758197 0.015021697509597684 0.0095526592251294409 -0.0054558471163364871 0.0056679216582867353 -0.021985414369380715 -0.015738391381545959
leaf_weight=0.0014905241660179808 0.0010800819746503358 0.0013630237246904722 0.001022286329513573 0.0012746241748831304 0.0010118928523025626 0.0010589924039073665
leaf_count=865 309 534 301 475 180 1246
internal_value=0 -0.00176253 0.0050644 -0.00495169 -0.00875243 -0.00350032
internal_weight=0 0.00619906 0.00210237 0.00483603 0.00356141 0.00254952
internal_count=3910 3300 610 2766 2291 2111
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=8
num_cat=0
split_feature=13 48 15 15 0 12 13
split_gain=1.7107e-05 4.16813e-05 3.04802e-05 2.32488e-05 2.62822e-05 3.36965e-05 4.11966e-05
threshold=-0.26418499999999995 0.11028500000000001 -0.10071499999999999 -0.064869999999999983 -0.10071499999999999 0.091405000000000014 0.0015650000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.00022412015373900548 0.00026170123074721439 -0.00040428940461140493 -0.00031129268238470339 0.0002776049349374393 -0.00046828772644928328 0.00018981321288895177 6.7521368241329363e-05
leaf_weight=0.0011063164365498609 0.0015412431156568551 0.0010305114404353848 0.0010591323299731486 0.0010842215002475905 0.001174303583754852 0.0012147717817992572 0.0010405594685548923
leaf_count=196 547 191 673 266 1114 754 169
internal_value=0 -3.57368e-05 1.76489e-05 -4.98453e-05 1.15008e-05 -7.26235e-05 -0.000216561
internal_weight=0 0.00814474 0.00711423 0.00557299 0.00451386 0.00342963 0.00221486
internal_count=3910 3714 3523 2976 2303 2037 1283
is_linear=0
shrinkage=0.00196078


Tree=9889
num_leaves=7
num_cat=0
split_feature=48 51 4 15 3 4
split_gain=1.2502e-05 1.74611e-05 2.63447e-05 3.66059e-05 3.90322e-05 4.06136e-05
threshold=0.11339500000000001 0.081825000000000009 0.25367000000000006 -0.017214999999999998 0.0039000000000000003 -0.082054999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00023509477616910743 -0.00021017101785215177 -0.00019718509019596539 0.00035109561128871962 0.00020908510986758445 0.00041221956715275935 -0.0002770287153943235
leaf_weight=0.0016748348670091633 0.0010286628978979752 0.0012015127185211246 0.0010103029270201076 0.0014106018606588626 0.0011625880786520814 0.0012430803906606236
leaf_count=938 195 504 452 664 150 1007
internal_value=0 1.99737e-05 6.01064e-05 6.56762e-06 0.000112625 -1.86281e-05
internal_weight=0 0.00770292 0.00650141 0.00549111 0.00381627 0.00265368
internal_count=3910 3715 3211 2759 1821 1671
is_linear=0
shrinkage=0.00196078


Tree=9890
num_leaves=5
num_cat=0
split_feature=0 2 15 15
split_gain=7.55369e-06 2.26803e-05 3.27314e-05 3.59712e-05
threshold=-0.017269999999999997 0.081615000000000007 -0.0063699999999999989 -0.10312999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010508531823056274 0.0058419346645441541 0.0071758219381837466 0.013060647764349471 -0.015292802505134331
leaf_weight=0.0019881198680477951 0.0017292613742581064 0.0013918580088766086 0.0017453675689073208 0.0014598733321534677
leaf_count=890 446 495 1102 977
internal_value=0 -0.00158452 0.00227487 -0.00432643
internal_weight=0 0.00658522 0.0045971 0.00285173
internal_count=3910 3464 2574 1472
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=7
num_cat=0
split_feature=50 4 150 2 12 4
split_gain=1.38208e-05 2.57463e-05 2.34064e-05 3.32304e-05 3.61595e-05 3.06761e-05
threshold=1.0000000180025095e-35 0.27020000000000005 0.086420000000000011 0.106035 0.091405000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00016451215820004515 -0.00021727683972732844 0.0003085927379187277 -0.00027687998356450941 -0.00024883033063540796 0.00037856202057828581 -0.00023583817579337491
leaf_weight=0.0017262433083080086 0.0010066280367028021 0.001075268715373872 0.0011205873595599115 0.001247478619766448 0.0013657456257596345 0.0012825241530887302
leaf_count=1076 779 441 304 406 623 281
internal_value=0 2.68208e-05 -1.81146e-05 3.3463e-05 0.000113965 -6.1421e-06
internal_weight=0 0.00781785 0.00674258 0.00562199 0.00437451 0.00300877
internal_count=3910 3131 2690 2386 1980 1357
is_linear=0
shrinkage=0.00196078


Tree=9892
num_leaves=7
num_cat=0
split_feature=42 2 151 16 4 16
split_gain=7.2376e-06 1.57469e-05 2.85909e-05 5.33196e-05 1.99493e-05 1.9044e-05
threshold=-0.088669999999999985 0.086545000000000025 -0.0088999999999999982 -0.090809999999999988 -0.0010999999999999996 0.18936500000000003
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.0074383906135914628 0.0015332529929778238 -0.01191613155924167 0.02114548739471532 -0.011249833162484436 -0.017376479252289464 0.0068264644591380435
leaf_weight=0.0011207173366660347 0.0010867724539367764 0.0011455887173238439 0.0014560958653451416 0.0013071344668634491 0.0011464228212639655 0.0010518052721591505
leaf_count=480 1006 420 466 768 401 369
internal_value=0 -0.00120111 0.00193805 0.00609822 -0.00817416 -0.00318996
internal_weight=0 0.00719382 0.00496062 0.00381504 0.0022332 0.00235894
internal_count=3910 3430 2023 1603 1407 1137
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=7
num_cat=0
split_feature=50 4 48 49 0 0
split_gain=2.91317e-05 2.50362e-05 2.3449e-05 3.58746e-05 5.31395e-05 3.94983e-05
threshold=0.08568000000000002 0.27608500000000008 0.091555000000000011 -0.006494999999999999 -0.10071499999999999 -0.055084999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00031866620918293058 -0.00031613317345384289 0.00032516694167017732 0.00025131709089689139 0.00034548551811194644 -0.00041201400158974541 5.1966476091739827e-05
leaf_weight=0.0014778912895767899 0.0010111339873212508 0.0010131601153313165 0.0011579722006203616 0.0014319197544004473 0.0010887777330754198 0.0020033449640756563
leaf_count=392 727 410 325 273 1429 354
internal_value=0 3.66733e-05 -4.14994e-06 -5.3438e-05 3.32054e-05 -0.000111407
internal_weight=0 0.00817307 0.00715991 0.00600193 0.00452404 0.00309212
internal_count=3910 3183 2773 2448 2056 1783
is_linear=0
shrinkage=0.00196078


Tree=9894
num_leaves=6
num_cat=0
split_feature=47 13 13 151 4
split_gain=6.91776e-06 1.80124e-05 1.33584e-05 1.53025e-05 2.18813e-05
threshold=0.10436500000000001 -0.13934999999999997 -0.073799999999999991 -0.0074049999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012078528930631768 0.006543059403108265 0.010272672269837517 0.0090330224795100496 -0.011922527508741679 0.0042031611623012935
leaf_weight=0.001268200066742396 0.0013413485321110349 0.0012414779904180587 0.001060867944076436 0.0018843643969070518 0.0015204068997192932
leaf_count=299 290 1253 279 1288 501
internal_value=0 -0.00129854 0.00109692 -0.001454 -0.00472157
internal_weight=0 0.00697532 0.00570712 0.00446564 0.00340477
internal_count=3910 3620 3321 2068 1789
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=6
num_cat=0
split_feature=0 12 52 1 1
split_gain=7.45713e-06 1.38744e-05 1.81446e-05 4.20587e-05 3.30472e-05
threshold=0.10302000000000001 0.097510000000000013 0.071660000000000015 0.11097000000000001 0.091655000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0050860640171557841 0.0074418930603066778 -0.011921868505043115 0.0093497710553874253 -0.018872913550971621 0.015593419662647804
leaf_weight=0.0019465311254366941 0.0011505662928560289 0.0010380159075188723 0.0017032544139288352 0.0011895651518223547 0.0012815639144763977
leaf_count=1288 210 615 1054 378 365
internal_value=0 -0.00123158 0.000581328 -0.0027994 0.00312376
internal_weight=0 0.00715893 0.00612091 0.00441766 0.0032281
internal_count=3910 3700 3085 2031 1653
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=7
num_cat=0
split_feature=52 0 16 43 2 0
split_gain=8.45874e-06 2.16009e-05 3.72056e-05 2.46439e-05 2.28862e-05 1.39781e-05
threshold=0.11401500000000002 -0.077944999999999987 0.15737500000000001 -0.0037249999999999996 0.092865000000000017 -0.11991499999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.015828853867599951 -0.0078383874616881014 0.022243006031450019 -0.0015423269873893388 0.016260222770072368 -0.0093358171494252948 -0.00033731675175485676
leaf_weight=0.0011236311219732175 0.0011880515442816682 0.0011217056034782602 0.0015896111713107819 0.0010052230102320296 0.0012457737976736883 0.0010246158767696907
leaf_count=1342 647 618 476 140 291 396
internal_value=0 0.00127723 0.00829796 -0.00304975 0.00133386 0.00788217
internal_weight=0 0.00711056 0.00271132 0.00439924 0.00327561 0.00202984
internal_count=3910 3263 1094 2169 827 536
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=7
num_cat=0
split_feature=160 133 43 4 15 42
split_gain=1.15164e-05 3.09347e-05 3.47068e-05 2.26093e-05 4.77346e-05 2.1616e-05
threshold=0.087260000000000018 0.088055000000000008 -0.06705499999999999 -0.078484999999999985 -0.10469999999999999 0.085465000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=6.834504573755442e-05 -0.0001795097202012595 -0.00028941546928486244 -0.0002521719546198699 -0.00021583592862376642 0.00027848604555793063 0.00046023641368097824
leaf_weight=0.001030058641570312 0.0012867218805767532 0.0010590952916486344 0.0012489935071793236 0.0013408266786783057 0.0017075142761258186 0.0011400433959283963
leaf_count=538 441 812 698 347 637 437
internal_value=0 2.12222e-05 7.20916e-05 -2.99816e-05 6.10563e-05 0.000274222
internal_weight=0 0.00752653 0.00646744 0.00429733 0.00304834 0.0021701
internal_count=3910 3469 2657 1682 984 975
is_linear=0
shrinkage=0.00196078


Tree=9898
num_leaves=7
num_cat=0
split_feature=1 47 4 43 2 16
split_gain=8.63173e-06 1.45378e-05 1.99185e-05 1.79294e-05 3.34796e-05 3.96056e-05
threshold=0.12864500000000004 0.09252500000000001 0.05309500000000001 -0.083094999999999988 0.099015000000000006 -0.088144999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0080916842666789064 0.0086655950542798964 -0.011472844755401444 0.010446680004712881 -0.0010349693246245468 0.0071922276080728827 -0.027900828094422764
leaf_weight=0.0011635395293831791 0.0010032545546134943 0.0011639398712626949 0.0015666270959778595 0.0011735469421033555 0.0011944433659700758 0.0010306247031523202
leaf_count=735 331 343 531 422 415 1133
internal_value=0 -0.0012275 0.000718232 -0.00262248 -0.00629055 -0.0135969
internal_weight=0 0.00729272 0.00612878 0.00456215 0.00339862 0.00220417
internal_count=3910 3579 3236 2705 1970 1555
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=7
num_cat=0
split_feature=47 159 2 42 12 0
split_gain=7.99081e-06 1.65851e-05 4.13723e-05 2.84017e-05 2.42994e-05 2.41536e-05
threshold=0.10436500000000001 0.073745000000000019 0.10113500000000002 0.083815000000000014 0.080120000000000011 -0.08317999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=0.0054859560656701674 0.0070381393755676452 0.010511312297041536 -0.0047014807568447961 0.016404949595571639 -0.014175291332326381 -0.025590870798693835
leaf_weight=0.001515082117240089 0.001340857336793554 0.0010013217684683622 0.001223903355787993 0.0011171958295315035 0.0010743358426652243 0.0010105390582822497
leaf_count=274 290 631 273 1154 813 475
internal_value=0 -0.00139424 -0.00340083 0.00307833 -0.00267139 -0.0141488
internal_weight=0 0.00694238 0.00594106 0.00370661 0.00258942 0.00223444
internal_count=3910 3620 2989 2241 1087 748
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=8
num_cat=0
split_feature=50 133 16 51 0 4 0
split_gain=1.6874e-05 2.96481e-05 5.18809e-05 4.84529e-05 3.63493e-05 3.02176e-05 2.58518e-05
threshold=0.07992500000000001 0.090085000000000012 0.011450000000000002 -0.07742499999999998 -0.13870499999999999 0.05309500000000001 -0.22851499999999997
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=-6.2819546748646367e-05 -0.00024487898488453517 -0.00026644731181805798 7.1901971222252567e-07 0.00057602103117221663 -0.00043287784695036165 1.3756615110158577e-05 0.00035766343666799216
leaf_weight=0.0012235223175672549 0.0010080458809754453 0.0011545771662830823 0.001028475590678929 0.0012431906103518224 0.0012127492717969373 0.0011204660369683664 0.0010399690599104065
leaf_count=136 755 614 314 366 1124 348 253
internal_value=0 2.4274e-05 7.31444e-05 0.000315558 -4.66553e-05 -0.000218393 0.000130373
internal_weight=0 0.00802295 0.00686837 0.00227167 0.00459671 0.00233322 0.00226349
internal_count=3910 3155 2541 680 1861 1472 389
is_linear=0
shrinkage=0.00196078


Tree=9901
num_leaves=8
num_cat=0
split_feature=52 160 133 52 4 3 16
split_gain=1.10079e-05 1.7811e-05 2.11591e-05 6.58564e-05 4.30589e-05 6.00838e-05 1.53967e-05
threshold=0.11401500000000002 0.087825000000000014 0.087035000000000015 1.0000000180025095e-35 -0.034289999999999994 -0.055684999999999991 -0.057604999999999996
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=-0.00032321173206805077 -0.00017602948444825201 -0.00021344092226266071 -0.00019937500830383194 0.00055110389350646711 0.0004762311593744136 -0.00025408829167161294 8.2373279383536223e-05
leaf_weight=0.0011463217443011238 0.0012676222619898521 0.0010653535313941949 0.0010175033959332249 0.0010452472382508323 0.0011620280431015881 0.0010090255387986142 0.0010853483669714481
leaf_count=610 647 388 709 618 487 241 210
internal_value=0 2.14713e-05 6.01791e-05 0.000108655 3.614e-06 0.000118664 -7.97269e-05
internal_weight=0 0.00753083 0.00646547 0.00544797 0.00440272 0.0032564 0.00209437
internal_count=3910 3263 2875 2166 1548 938 451
is_linear=0
shrinkage=0.00196078


Tree=9902
num_leaves=7
num_cat=0
split_feature=52 0 151 2 4 1
split_gain=7.62046e-06 1.94723e-05 2.57553e-05 2.78513e-05 2.3746e-05 1.53682e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.0088999999999999982 0.091525000000000009 -0.34687499999999999 0.088495000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -3 -4
right_child=-2 4 3 -5 -6 -7
leaf_value=-0.014906417083438928 -0.0074657266776579608 -0.0019443940528889232 0.0026958194458687424 0.012860581294606016 0.018890748238824185 -0.013768574354993839
leaf_weight=0.0012183510340899543 0.0011837960879266521 0.0010383097198463083 0.0012143699707421302 0.0014181537984725933 0.0011560637802382587 0.0010633747221033222
leaf_count=535 647 245 1051 618 400 414
internal_value=0 0.0011999 -0.00229748 0.00185905 0.0090322 -0.00499065
internal_weight=0 0.00710862 0.00491425 0.0036959 0.00219437 0.00227774
internal_count=3910 3263 2618 2083 645 1465
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=6
num_cat=0
split_feature=13 160 52 2 1
split_gain=7.47126e-06 1.64163e-05 2.09039e-05 2.08007e-05 1.69718e-05
threshold=-0.26418499999999995 -1.0000000180025095e-35 0.089525000000000007 0.092635000000000009 0.092550000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0080647933508456934 -0.010199275522916442 0.010230435352826006 0.013021994993804818 -0.0107946689068791 -0.0052555508345481583
leaf_weight=0.0010014928077650229 0.0015711253432211464 0.0015911007137764375 0.0012083452383409854 0.0016343210709080787 0.0012746517469883921
leaf_count=196 1161 957 448 769 379
internal_value=0 -0.0011474 0.00134394 -0.00179181 0.00334246
internal_weight=0 0.00727954 0.00570842 0.00450007 0.00286575
internal_count=3910 3714 2553 2105 1336
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=6
num_cat=0
split_feature=50 133 160 16 4
split_gain=1.61396e-05 2.5854e-05 4.5482e-05 3.10768e-05 4.5284e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.087825000000000014 0.011450000000000002 0.05309500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00019871992353676728 -0.00023790896731264638 -0.00025130154156251185 -0.00030718975396485537 0.00033886321186607607 0.00023674801910697236
leaf_weight=0.0017161132140030818 0.0010083647197461796 0.0011112646896004582 0.0010309899133315314 0.0019777156611088392 0.0019743773023281645
leaf_count=1150 779 604 295 604 478
internal_value=0 2.56844e-05 7.16309e-05 0.000140535 3.42513e-05
internal_weight=0 0.00781046 0.0066992 0.00566821 0.00369049
internal_count=3910 3131 2527 2232 1628
is_linear=0
shrinkage=0.00196078


Tree=9905
num_leaves=6
num_cat=0
split_feature=160 133 43 3 15
split_gain=1.56436e-05 6.17886e-05 2.78834e-05 8.83689e-05 4.81558e-05
threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.089949999999999988 -0.074234999999999982 -0.073314999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00016942727400300899 -0.00041095205362777607 -0.00012145583052790388 0.00059553176859291159 0.00022817418563836052 -0.00026025682350382432
leaf_weight=0.0018629052432203351 0.0010315391674347576 0.0015195398846342099 0.0013967241899873395 0.0016771707011304304 0.0014444610696857242
leaf_count=1218 848 457 714 348 325
internal_value=0 3.25457e-05 0.000108315 0.000185587 2.16432e-06
internal_weight=0 0.00706944 0.0060379 0.00451836 0.00312163
internal_count=3910 2692 1844 1387 673
is_linear=0
shrinkage=0.00196078


Tree=9906
num_leaves=6
num_cat=0
split_feature=4 16 42 43 1
split_gain=1.76218e-05 1.69079e-05 2.42523e-05 2.56243e-05 2.17392e-05
threshold=0.25367000000000006 -0.092424999999999993 0.086700000000000013 -0.016244999999999996 0.079945000000000016
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00020422955967713621 0.00017914592817093488 -0.00014569554346447689 -0.00023052985387503764 0.00040354532792979909 5.1114249292707509e-05
leaf_weight=0.001865785583458077 0.0016853861674214834 0.0012771942514835074 0.0012157003826333062 0.0011052343056584277 0.0017202641933393677
leaf_count=576 534 916 1011 371 502
internal_value=0 -4.36296e-05 1.27116e-05 8.47884e-05 0.000188973
internal_weight=0 0.00718418 0.00531839 0.00410269 0.0028255
internal_count=3910 3376 2800 1789 873
is_linear=0
shrinkage=0.00196078


Tree=9907
num_leaves=7
num_cat=0
split_feature=13 48 151 0 16 16
split_gain=1.14553e-05 2.01018e-05 2.70575e-05 2.60439e-05 3.39268e-05 3.59766e-05
threshold=-0.23438999999999996 0.10911000000000001 -0.024429999999999997 -0.053834999999999994 -0.008069999999999999 -0.15168999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00017778929230852521 0.00027670933653303195 -0.000289988443406248 0.00020418681172048466 -0.00026129472616727027 0.0003435617575235416 -0.00024911821173820612
leaf_weight=0.0011304743397312963 0.0011673981973063423 0.0010196051389985382 0.0010952850053643826 0.0016133862431237994 0.001012780491087128 0.0017464333698429782
leaf_count=210 549 199 317 498 614 1523
internal_value=0 -3.36629e-05 5.72511e-06 -5.21303e-05 3.54202e-05 -7.44006e-05
internal_weight=0 0.00765489 0.00663528 0.00546789 0.0038545 0.00284172
internal_count=3910 3700 3501 2952 2454 1840
is_linear=0
shrinkage=0.00196078


Tree=9908
num_leaves=6
num_cat=0
split_feature=4 16 160 16 43
split_gain=7.84776e-06 1.63003e-05 1.75027e-05 3.52685e-05 4.47571e-05
threshold=0.25367000000000006 -0.092424999999999993 -0.026849999999999995 -0.055679999999999993 -0.06705499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0098458647987843279 0.0063077529880751146 0.012804027466818871 0.011637603835834438 0.0035118298463754426 -0.02276292317453369
leaf_weight=0.0017468880749285723 0.0015753785623960608 0.0010567476347742542 0.001319523347476737 0.0014281637756331852 0.0011872734221151351
leaf_count=576 534 761 943 598 498
internal_value=0 -0.00153196 0.00137756 -0.00169106 -0.00841555
internal_weight=0 0.0067386 0.00499171 0.00393496 0.00261544
internal_count=3910 3376 2800 2039 1096
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=7
num_cat=0
split_feature=13 48 48 16 0 0
split_gain=1.25072e-05 3.78839e-05 2.96888e-05 2.96742e-05 2.83554e-05 3.20336e-05
threshold=-0.23438999999999996 0.11028500000000001 0.083775000000000002 0.15737500000000001 -0.077944999999999987 -0.10071499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00018159109189728196 7.619029648207282e-05 -0.00039381202655694062 0.00026689230063367395 -0.00031524985906156649 0.00028725526000011517 -0.0003499125702383018
leaf_weight=0.0011481250824058745 0.001936044822065251 0.001000880444024718 0.001420859327265378 0.0012591840797384615 0.0011687541085323213 0.0010441621420843902
leaf_count=210 413 191 480 488 692 1436
internal_value=0 -3.75519e-05 1.46627e-05 -5.16045e-05 2.84103e-05 -7.31015e-05
internal_weight=0 0.00782988 0.006829 0.00540815 0.00414896 0.00298021
internal_count=3910 3700 3509 3029 2541 1849
is_linear=0
shrinkage=0.00196078


Tree=9910
num_leaves=7
num_cat=0
split_feature=13 48 15 16 0 15
split_gain=8.56997e-06 1.45228e-05 1.63472e-05 2.05565e-05 4.23891e-05 3.0281e-05
threshold=-0.23438999999999996 0.10448500000000001 -0.10071499999999999 -0.010344999999999998 -0.053834999999999994 0.05377500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.0083121644861247884 0.010490354053149598 -0.012345162592663344 -0.019639251171036258 0.019098940876646334 -0.0079426460547879132 0.0019946324262596639
leaf_weight=0.0010680891874536563 0.0013027282532937674 0.0010197314236267034 0.0012263380062412657 0.0010898644214142592 0.0012383322592530921 0.0013695485403173208
leaf_count=210 505 243 622 801 368 1161
internal_value=0 -0.00128277 0.000528856 -0.00210658 0.00471593 -0.00822556
internal_weight=0 0.00724654 0.00622681 0.00492408 0.0023282 0.00259589
internal_count=3910 3700 3457 2952 1169 1783
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=7
num_cat=0
split_feature=4 13 4 4 3 16
split_gain=8.85686e-06 1.69078e-05 2.68516e-05 1.74294e-05 2.97381e-05 5.76018e-06
threshold=0.28937500000000005 -0.017604999999999999 0.022820000000000003 0.0057500000000000008 0.045635000000000002 0.10994000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00011211079047055762 0.00015395042200916392 0.00010881790445434384 -0.00038752097183416894 0.0002026871504206982 -0.00030887471474251495 9.802638602949865e-05
leaf_weight=0.0010008909498374768 0.0011469647606985626 0.0017309893117793949 0.0011044183597306192 0.0016986769541017274 0.0010545767597730897 0.0010052056022981193
leaf_count=1409 426 1027 372 265 187 224
internal_value=0 -3.09067e-05 -0.000141989 4.61461e-05 -4.93147e-05 -6.81622e-06
internal_weight=0 0.00759476 0.00311051 0.00448424 0.00278557 0.0020061
internal_count=3910 3484 2005 1479 1214 1633
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shrinkage=0.00196078


Tree=9912
num_leaves=7
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split_feature=50 133 16 51 4 16
split_gain=1.60745e-05 2.14118e-05 3.67644e-05 6.91411e-05 4.12465e-05 3.05503e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.011450000000000002 -0.07742499999999998 0.0057500000000000008 -0.30307999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00024995152434478541 -0.00023787470554928244 -0.00022638435828467693 -0.00010359176610159859 0.00058914118147675827 -7.3445694126726419e-05 0.00035558165570274644
leaf_weight=0.0019455063979256105 0.0010040775444279696 0.0011127093483119712 0.001019071395014769 0.0012136542317176639 0.0013538306495229509 0.0012070727711320701
leaf_count=1229 779 604 313 360 409 216
internal_value=0 2.56047e-05 6.7211e-05 0.000272961 -3.47288e-05 0.000128775
internal_weight=0 0.00785184 0.00673914 0.00223273 0.00450641 0.0025609
internal_count=3910 3131 2527 673 1854 625
is_linear=0
shrinkage=0.00196078


Tree=9913
num_leaves=6
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split_feature=0 1 2 3 48
split_gain=8.01651e-06 1.67864e-05 1.87901e-05 2.388e-05 4.32436e-05
threshold=0.10302000000000001 0.076710000000000014 0.11542500000000001 -0.074234999999999982 0.08407000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0094972434477674488 0.0076896232397012992 0.0095276056832744455 0.012864931382528984 -0.016929747004196378 0.0081937520194427359
leaf_weight=0.001851736086003493 0.001152011326644593 0.0013234150236116934 0.0011514833941190135 0.0016884296799578597 0.0011529385386747158
leaf_count=1929 210 711 383 463 214
internal_value=0 -0.00129764 0.00155841 -0.00156763 -0.00673542
internal_weight=0 0.007168 0.00531627 0.00416478 0.00284137
internal_count=3910 3700 1771 1388 677
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=8
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split_feature=50 42 51 16 49 16 2
split_gain=1.7176e-05 3.61821e-05 3.11544e-05 3.4929e-05 3.6718e-05 3.29251e-05 1.77066e-05
threshold=0.08568000000000002 -1.0000000180025095e-35 -0.07742499999999998 -0.057604999999999996 -0.047309999999999998 0.10994000000000002 0.098535000000000025
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=-0.00027128214489253457 -0.00024983000970891085 -0.00023599221292376301 0.00028011125505601867 0.00055243326590913343 -0.0003346345344907777 0.00010344231743467702 2.8717200573890246e-05
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leaf_count=869 727 480 212 634 488 232 268
internal_value=0 2.0516e-05 7.91398e-05 0.00013527 -3.97372e-07 0.000307485 -0.000156931
internal_weight=0 0.008132 0.00677156 0.00574778 0.00321503 0.00253275 0.00206352
internal_count=3910 3183 2314 1834 968 866 756
is_linear=0
shrinkage=0.00196078


Tree=9915
num_leaves=8
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split_feature=50 4 48 42 49 0 52
split_gain=1.94541e-05 2.98811e-05 2.50192e-05 3.3494e-05 3.78195e-05 4.91197e-05 2.76918e-05
threshold=0.08568000000000002 0.28937500000000005 0.091555000000000011 0.084100000000000022 -0.006494999999999999 -0.10071499999999999 0.086635000000000004
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00030207173461398694 -0.00026119456669586262 0.00034387597973445692 0.00024720206448919531 -0.00030355340832104616 0.00043530384401016818 -0.00028403219997450823 0.00017247749006196685
leaf_weight=0.0010401441168286668 0.0010012834524570904 0.0010112575136781146 0.001160986253584532 0.0016654976925007522 0.0012375407272170484 0.0010394216234125148 0.0010046541634414707
leaf_count=237 727 396 325 1085 217 610 313
internal_value=0 2.84009e-05 -1.62292e-05 -6.7311e-05 2.37309e-05 0.000126998 -5.96597e-05
internal_weight=0 0.0081595 0.00714824 0.00598726 0.00432176 0.00328162 0.00204408
internal_count=3910 3183 2787 2462 1377 1140 923
is_linear=0
shrinkage=0.00196078


Tree=9916
num_leaves=7
num_cat=0
split_feature=52 0 47 150 52 4
split_gain=7.21036e-06 1.97377e-05 3.21874e-05 3.62122e-05 2.12436e-05 2.12755e-05
threshold=0.11401500000000002 -0.017269999999999997 0.096175000000000024 0.086420000000000011 -0.062489999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=0.018563744639548869 -0.0072695956168732333 0.011642131037749266 -0.016782164443869523 -0.014522934079229752 0.010860465369675401 -0.0075558312208552497
leaf_weight=0.0010878971650835141 0.0011887786857458617 0.0014315291323815475 0.0011091276976579337 0.0010116419580849354 0.0012797776094819184 0.0012303917382367033
leaf_count=693 647 378 287 335 1135 435
internal_value=0 0.00114096 -0.00148768 0.00219228 0.00689198 0.00183348
internal_weight=0 0.00715037 0.00571884 0.00460971 0.00359807 0.00251017
internal_count=3910 3263 2885 2598 2263 1570
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=6
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split_feature=16 47 151 15 15
split_gain=8.52169e-06 1.77122e-05 2.28072e-05 2.20855e-05 1.70465e-05
threshold=-0.49150499999999991 0.09550500000000002 -0.0074049999999999993 -0.07142999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_value=0.007691572358589408 0.0091810407788624673 0.0098397184386336337 -0.018173389433262147 0.0039186351231510642 -0.0099063916720549677
leaf_weight=0.0012139005053028746 0.0011310789968913713 0.0011757250508038983 0.0012279373406383085 0.0018828390976931538 0.001694565299220894
leaf_count=341 504 323 786 545 1411
internal_value=0 -0.0013739 -0.00359479 -0.00660196 -0.00263008
internal_weight=0 0.00711215 0.00593642 0.00480534 0.0035774
internal_count=3910 3569 3246 2742 1956
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=6
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split_feature=1 4 150 1 4
split_gain=1.39449e-05 2.9041e-05 2.56811e-05 2.2643e-05 1.83315e-05
threshold=0.085990000000000011 -0.082054999999999975 0.077110000000000012 0.10561500000000001 0.24280000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
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leaf_value=6.2590779648895488e-05 -0.00021782681839393209 -0.0002874139065459211 0.00030973907079639773 -6.6354875820704191e-05 0.00026387544226480491
leaf_weight=0.001993089802662139 0.0013887902807088459 0.001679423691026926 0.0012162494220040541 0.001343397604639091 0.0012454528601384841
leaf_count=630 706 1579 348 305 342
internal_value=0 -9.74648e-05 6.03994e-05 -1.58416e-05 9.25134e-05
internal_weight=0 0.00367251 0.00519389 0.00397764 0.00258885
internal_count=3910 2209 1701 1353 647
is_linear=0
shrinkage=0.00196078


Tree=9919
num_leaves=7
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split_feature=50 4 48 49 0 0
split_gain=1.57923e-05 2.54903e-05 2.37191e-05 3.38782e-05 5.56022e-05 3.74697e-05
threshold=0.07992500000000001 0.27608500000000008 0.091555000000000011 -0.006494999999999999 -0.10071499999999999 -0.055084999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.0003298410001427358 -0.00023784271386782346 0.00031386540108003987 0.00023974083148686174 0.00033885565566767439 -0.00043048895849948316 2.778875972509289e-05
leaf_weight=0.0014466518753777852 0.0010041342132868095 0.0010120394008229045 0.0011390577915148968 0.001399030207156802 0.0010621043389686161 0.0019367063472298077
leaf_count=389 755 410 323 265 1420 348
internal_value=0 2.30404e-05 -1.91053e-05 -6.95529e-05 1.60678e-05 -0.000134522
internal_weight=0 0.00799559 0.00698355 0.00584449 0.00439784 0.00299881
internal_count=3910 3155 2745 2422 2033 1768
is_linear=0
shrinkage=0.00196078


Tree=9920
num_leaves=7
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split_feature=50 4 151 2 12 3
split_gain=1.68814e-05 2.98522e-05 2.39708e-05 2.61771e-05 5.80022e-05 3.23962e-05
threshold=0.07992500000000001 0.27608500000000008 -0.016164999999999995 0.106035 0.091405000000000014 -0.060719999999999989
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00022894230451629157 -0.00024524575815402735 0.0003400909474097652 -0.0004201087742516883 -0.00029843812536891289 0.0003275170356530783 1.0752853844686903e-05
leaf_weight=0.0012169159221144038 0.0010011059169490804 0.001008810343970077 0.001105918391768837 0.0014817274698910969 0.0014193679182485466 0.00170578311543425
leaf_count=448 755 410 994 432 606 265
internal_value=0 2.4953e-05 -2.0924e-05 -7.41495e-05 4.39681e-06 -0.000158717
internal_weight=0 0.00793852 0.00692971 0.0057128 0.00423107 0.0028117
internal_count=3910 3155 2745 2297 1865 1259
is_linear=0
shrinkage=0.00196078


Tree=9921
num_leaves=7
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split_feature=4 2 2 43 3 3
split_gain=1.48482e-05 3.4101e-05 2.83836e-05 4.30228e-05 2.76927e-05 3.54189e-05
threshold=0.15927500000000003 0.10836000000000003 0.106285 0.0033500000000000005 -0.078884999999999997 0.045635000000000002
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.00026323928832196512 0.00040211354190539664 -8.4416648405491476e-05 0.0001888722915274571 -0.00048450373358521678 0.00030720829352342063 -0.00013395835485381294
leaf_weight=0.0013456196725598131 0.0010014671356581453 0.0012392428297933534 0.0014681560938920729 0.0010034299466395967 0.001352512131420435 0.0014495020767518445
leaf_count=1539 289 321 534 500 517 210
internal_value=0 0.000133034 -5.16317e-05 -0.00012018 -3.20399e-05 7.89896e-05
internal_weight=0 0.00224071 0.00661922 0.00515106 0.00414763 0.00280201
internal_count=3910 610 3300 2766 2266 727
is_linear=0
shrinkage=0.00196078


Tree=9922
num_leaves=7
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split_feature=4 1 2 133 16 2
split_gain=8.25613e-06 2.54441e-05 2.14776e-05 2.05873e-05 3.97578e-05 2.98087e-05
threshold=0.15927500000000003 0.11198000000000001 0.106285 1.0000000180025095e-35 -0.0095499999999999977 0.085355000000000014
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0012674957075058796 -0.0051370491715110652 0.0167891774399632 0.0091196879808146721 -0.01723596477220863 0.0095252177593457416 -0.022915794331803425
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leaf_count=573 248 362 534 1108 601 484
internal_value=0 0.0053268 -0.00189486 -0.00502043 -0.0015524 -0.0110345
internal_weight=0 0.00212139 0.00623866 0.00485965 0.00378506 0.0020394
internal_count=3910 610 3300 2766 1658 1057
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=6
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split_feature=160 42 49 42 3
split_gain=8.75573e-06 1.68361e-05 1.9424e-05 2.45737e-05 3.72999e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047894999999999993 0.084100000000000022 0.090325000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0064348011107556308 -0.00904088168561374 0.01402806960598359 0.020941620660317194 -0.0092472152669077958 -0.0041470857650508066
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leaf_count=1218 882 317 341 936 216
internal_value=0 0.00158799 0.00397529 0.000409133 0.00677215
internal_weight=0 0.00663511 0.00541816 0.0039994 0.00241081
internal_count=3910 2692 1810 1493 557
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=8
num_cat=0
split_feature=50 4 12 51 3 2 2
split_gain=1.47058e-05 2.46022e-05 2.10978e-05 3.46964e-05 4.61412e-05 4.79583e-05 1.72756e-05
threshold=1.0000000180025095e-35 0.27020000000000005 -1.0000000180025095e-35 -0.032189999999999989 0.10420500000000001 0.095195000000000016 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00027417948766344938 -0.00022536614516217087 0.00030187647104717806 -0.00029258560155000419 -2.25730510624595e-05 0.00046685784087025059 -0.00036629157249080572 0.00029133531637478102
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leaf_count=288 779 441 582 764 88 376 592
internal_value=0 2.62814e-05 -1.71071e-05 2.90619e-05 0.000100644 -1.57269e-06 0.000134881
internal_weight=0 0.0079102 0.00683425 0.00579372 0.00473905 0.00370494 0.0026962
internal_count=3910 3131 2690 2402 1820 1732 1356
is_linear=0
shrinkage=0.00196078


Tree=9925
num_leaves=6
num_cat=0
split_feature=4 47 2 16 3
split_gain=1.29437e-05 1.58377e-05 2.78703e-05 3.38372e-05 3.2055e-05
threshold=0.25367000000000006 0.087850000000000025 0.11085000000000002 0.15737500000000001 -0.069909999999999986
decision_type=2 2 2 2 2
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leaf_weight=0.0019950631823608348 0.0016924094422483072 0.0014156275336076312 0.0010904237406961798 0.0010476955665752142 0.0016941676464965541
leaf_count=1867 534 408 385 293 423
internal_value=0 -4.08778e-05 4.3136e-06 -6.07464e-05 2.75674e-05
internal_weight=0 0.00724298 0.00582735 0.00473693 0.00368923
internal_count=3910 3376 2968 2583 2290
is_linear=0
shrinkage=0.00196078


Tree=9926
num_leaves=7
num_cat=0
split_feature=42 2 160 16 0 1
split_gain=7.14131e-06 1.81122e-05 2.12463e-05 2.23956e-05 3.31216e-05 1.50935e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 -0.0012139 0.00215005 -0.00140266 -0.00776022 -0.00866908
internal_weight=0 0.00722211 0.00497657 0.003841 0.00226848 0.00224554
internal_count=3910 3430 2023 1741 1230 1407
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=7
num_cat=0
split_feature=4 42 0 43 2 52
split_gain=6.65543e-06 1.45702e-05 1.55555e-05 4.491e-05 3.18668e-05 7.46207e-06
threshold=0.28937500000000005 0.086700000000000013 -0.017269999999999997 -0.0037249999999999996 0.085805000000000006 -0.0066199999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
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internal_weight=0 0.00724985 0.00551897 0.00423529 0.00309603 0.00201408
internal_count=3910 3484 2218 1944 723 488
is_linear=0
shrinkage=0.1


Tree=9928
num_leaves=7
num_cat=0
split_feature=13 16 12 13 49 3
split_gain=1.23046e-05 1.33082e-05 3.68589e-05 2.34051e-05 1.56603e-05 4.02249e-05
threshold=-0.23438999999999996 0.22945500000000005 0.092365000000000017 -0.010384999999999998 -0.014479999999999998 0.084925000000000014
decision_type=2 2 2 2 2 2
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internal_value=0 -3.11264e-05 -6.70878e-05 3.353e-06 -8.74242e-05 -4.75755e-06
internal_weight=0 0.00769392 0.00644131 0.0052559 0.00354813 0.00252947
internal_count=3910 3700 3173 2324 831 636
is_linear=0
shrinkage=0.00196078


Tree=9929
num_leaves=6
num_cat=0
split_feature=52 133 13 43 15
split_gain=7.16552e-06 1.8811e-05 3.75272e-05 2.28982e-05 2.24239e-05
threshold=0.11401500000000002 -0.0023199999999999996 -0.083514999999999992 -0.17307499999999998 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.010636207557603104 -0.0072291027829024246 0.016309805324065632 0.011439676249535088 0.0012016621917137482 -0.015544239697522153
leaf_weight=0.0011387985140570512 0.0011908685130877878 0.0016346618588919011 0.0010488488641643978 0.001997111493263844 0.0013336121730815314
leaf_count=974 647 683 211 554 841
internal_value=0 0.00114873 0.00338021 -0.00144572 -0.00550335
internal_weight=0 0.00715303 0.00601423 0.00437957 0.00333072
internal_count=3910 3263 2289 1606 1395
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=7
num_cat=0
split_feature=50 133 160 16 0 3
split_gain=1.21296e-05 2.10324e-05 3.11357e-05 3.05664e-05 2.43625e-05 6.93345e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.087260000000000018 0.05259500000000001 -0.10575999999999998 0.090325000000000003
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011240270236839807 0.0010051466430235018 0.0011341169774227279 0.0010349081192563211 0.0018128955223315826 0.0016988384536513884 0.0010912235990110028
leaf_count=246 779 604 308 551 1237 185
internal_value=0 2.42016e-05 6.56459e-05 0.000122206 2.47164e-05 0.000160185
internal_weight=0 0.00789601 0.00676189 0.00572698 0.00391409 0.00221525
internal_count=3910 3131 2527 2219 1668 431
is_linear=0
shrinkage=0.00196078


Tree=9931
num_leaves=7
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split_feature=4 43 133 1 1 2
split_gain=1.18454e-05 1.83065e-05 2.73258e-05 4.22412e-05 3.51626e-05 1.83455e-05
threshold=-0.34687499999999999 -0.089949999999999988 -0.0056849999999999991 0.086560000000000012 0.10031000000000002 0.11230000000000001
decision_type=2 2 2 2 2 2
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leaf_count=291 656 964 988 396 339 276
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internal_weight=0 0.00741688 0.00597215 0.00493623 0.0032826 0.00214955
internal_count=3910 3619 2963 1999 1011 615
is_linear=0
shrinkage=0.00196078


Tree=9932
num_leaves=6
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split_feature=133 160 42 12 0
split_gain=7.0132e-06 3.9219e-05 2.33575e-05 2.73535e-05 3.05805e-05
threshold=-0.085714999999999986 -1.0000000180025095e-35 0.088115000000000013 0.085775000000000004 -0.15713499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.007782817958848171 -0.015515417767399373 -0.0071486268847484602 0.013663381333768996 -0.012232257792507421 0.013403924745119032
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leaf_count=604 1086 164 685 766 605
internal_value=0 -0.0011178 0.00258964 -0.00102039 0.00451637
internal_weight=0 0.00734737 0.00584282 0.00440635 0.0029497
internal_count=3910 3306 2220 1535 769
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=8
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split_feature=50 4 12 133 160 49 43
split_gain=2.28212e-05 2.92375e-05 2.17073e-05 2.9487e-05 2.7473e-05 4.08665e-05 6.09353e-05
threshold=0.084340000000000012 0.28937500000000005 -0.0089849999999999982 0.086975000000000011 0.085065000000000016 -0.00064499999999999985 -0.074254999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00027555789624449301 -0.00028106106751795307 0.00034389421843383382 -0.00016915897763360863 -0.00026095225498641984 -0.00019456066210586236 0.00065481047012181282 7.2041198564422117e-05
leaf_weight=0.0010283488132473238 0.0010037443917780492 0.0010135099251998405 0.0010239155430237182 0.0010824211185217801 0.0010006979822917011 0.0010870781862262616 0.0018876559716759277
leaf_count=306 731 396 271 642 240 341 983
internal_value=0 3.2329e-05 -1.2083e-05 3.24672e-05 9.59962e-05 0.000168711 0.000285007
internal_weight=0 0.00812363 0.00711012 0.00608177 0.00499935 0.00399865 0.00297473
internal_count=3910 3179 2783 2477 1835 1595 1324
is_linear=0
shrinkage=0.00196078


Tree=9934
num_leaves=6
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split_feature=457 42 43 13 15
split_gain=8.51886e-06 2.31957e-05 2.26977e-05 5.13853e-05 6.01394e-05
threshold=0.069705000000000003 -0.082904999999999993 -0.074254999999999988 -0.09547499999999999 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00022086841167330275 0.00014351361309033889 0.00010789329767654024 0.00011049924753151884 1.7345655639252895e-05 -0.00057179059076100421
leaf_weight=0.0011871780180386813 0.0012667573047323534 0.0017985284501695368 0.0017372963633512043 0.0011598589872619479 0.001565100861335411
leaf_count=532 338 1097 365 253 1325
internal_value=0 -3.04194e-05 -7.80689e-05 -0.000153022 -0.000321029
internal_weight=0 0.00744796 0.00626078 0.00446226 0.00272496
internal_count=3910 3572 3040 1943 1578
is_linear=0
shrinkage=0.00196078


Tree=9935
num_leaves=6
num_cat=0
split_feature=457 42 43 13 15
split_gain=7.31568e-06 2.29096e-05 2.08211e-05 4.82791e-05 5.22985e-05
threshold=0.069705000000000003 -0.082904999999999993 -0.074254999999999988 -0.09547499999999999 -0.10071499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.01173967737676879 0.0071334318213302772 0.0055536777989579665 0.0058445387712997452 0.00047622706124140579 -0.028097351433676022
leaf_weight=0.0011389582268774689 0.0012134982866735568 0.0017235506338098682 0.0016667073404955214 0.0011158828850496574 0.0015037992590997355
leaf_count=532 338 1097 365 253 1325
internal_value=0 -0.00126414 -0.00372852 -0.00746088 -0.0159261
internal_weight=0 0.0071489 0.00600994 0.00428639 0.00261968
internal_count=3910 3572 3040 1943 1578
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=6
num_cat=0
split_feature=43 12 3 15 16
split_gain=7.87982e-06 2.48525e-05 2.83676e-05 1.57356e-05 1.01873e-05
threshold=-0.092084999999999986 0.092365000000000017 -0.018854999999999997 -0.074174999999999977 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=-0.0062815636286793946 0.01482154055755321 -0.0098954376543300467 -0.0020917159467719877 -0.0092280673243549591 0.011865658297491755
leaf_weight=0.0016293694848979173 0.0018154401767671124 0.0014956286514699142 0.0010696888197244143 0.0013147491736419455 0.0010231151094790289
leaf_count=628 1548 915 249 340 230
internal_value=0 0.00147018 0.00472478 -0.000654471 0.00473167
internal_weight=0 0.00671862 0.00522299 0.00340755 0.0020928
internal_count=3910 3282 2367 819 479
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=8
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split_feature=50 160 49 3 52 12 16
split_gain=1.73866e-05 3.26474e-05 2.92407e-05 2.08973e-05 5.48739e-05 3.34315e-05 2.75998e-05
threshold=0.07992500000000001 -0.026849999999999995 -0.081419999999999979 -0.076734999999999984 0.071660000000000015 0.081660000000000024 -0.094359999999999986
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=0.00028652098156817663 -0.0002528378740663557 0.00026521408098552926 -0.00057859377347274047 -0.00038450003871202005 6.511365738059031e-05 0.00026783577049130841 4.6777451439416451e-05
leaf_weight=0.0014553658512557648 0.0010043599944911412 0.0010303563955004792 0.001004812707016302 0.0010000489290650238 0.0010321679081181955 0.0011697799730582105 0.0013281719976894143
leaf_count=799 755 217 746 257 593 297 246
internal_value=0 2.08219e-05 -3.80767e-05 -9.45354e-05 -0.000252418 -2.59618e-06 -0.000138471
internal_weight=0 0.0080207 0.00656534 0.00553498 0.00203698 0.003498 0.00232822
internal_count=3910 3155 2356 2139 1339 800 503
is_linear=0
shrinkage=0.00196078


Tree=9938
num_leaves=6
num_cat=0
split_feature=150 15 3 43 3
split_gain=1.29151e-05 2.93711e-05 3.23473e-05 2.79059e-05 2.52613e-05
threshold=0.084800000000000014 -0.038029999999999987 0.092005000000000017 -0.083899999999999988 0.084925000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-3.0487849813141516e-05 0.00016313152316677824 0.00029095900877128223 -0.00045065625614997121 -0.0001868402812489437 0.00018421515083194993
leaf_weight=0.00190003586130877 0.0014817088387059129 0.0014208531451056121 0.0011195189660778656 0.0018211148140839773 0.0011513947093354138
leaf_count=1238 458 488 193 1360 173
internal_value=0 -3.73928e-05 -0.000186268 6.4929e-05 -4.31128e-05
internal_weight=0 0.00741292 0.00301955 0.00439336 0.00297251
internal_count=3910 3452 1431 2021 1533
is_linear=0
shrinkage=0.00196078


Tree=9939
num_leaves=7
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split_feature=3 15 16 3 4 3
split_gain=1.28437e-05 2.72885e-05 3.98153e-05 3.47579e-05 2.1483e-05 3.10011e-05
threshold=-0.069909999999999986 -0.017214999999999998 -0.09601999999999998 0.10420500000000001 0.08734500000000002 -0.088024999999999978
decision_type=2 2 2 2 2 2
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leaf_value=-1.6640531356864395e-05 0.00023053776878307041 -2.1882757012492935e-05 -0.0002341075981267045 0.00048770599531588722 0.00014766990493405197 -0.0004460292333140035
leaf_weight=0.0016859779115596862 0.0011434536144343467 0.0010193485189004254 0.0018662730164462822 0.0010392595320319691 0.0010588792645852686 0.0010484566887746945
leaf_count=812 369 315 481 113 268 1552
internal_value=0 6.14102e-05 -5.75798e-05 0.000235376 -8.94556e-05 -0.00018128
internal_weight=0 0.00506833 0.00300973 0.00205861 0.00379331 0.00273443
internal_count=3910 1278 850 428 2632 2364
is_linear=0
shrinkage=0.00196078


Tree=9940
num_leaves=6
num_cat=0
split_feature=3 16 43 16 0
split_gain=7.74833e-06 2.95813e-05 2.7779e-05 1.3582e-05 2.4957e-05
threshold=-0.076734999999999984 -0.078844999999999985 -0.057994999999999998 -0.19424999999999998 -0.15291499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.004697700435973463 0.016303199482541518 -0.014593537151005559 -0.011112991206911775 0.013924212466325695 -0.0050811651842948133
leaf_weight=0.0017831705099072396 0.0011178003126663064 0.0014341697785764469 0.0010792076110249611 0.0011006779673920358 0.0018560593869752333
leaf_count=1032 558 1332 249 126 613
internal_value=0 -0.00390161 0.00235278 -0.00151095 0.0019938
internal_weight=0 0.00321734 0.00515375 0.00403594 0.00295674
internal_count=3910 2364 1546 988 739
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=7.1564e-06 1.7898e-05 2.45779e-05 4.00626e-05 2.9079e-05 1.18932e-05
threshold=0.073820000000000011 -0.081419999999999979 -0.072349999999999984 -0.11739999999999999 -0.031229999999999997 -0.083144999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.010982291927933388 0.0077879838319853227 -0.015928778640794165 -0.017954720350455967 0.016427449446717601 0.0060888681273487269 -0.0072451885182676411
leaf_weight=0.0010448137827944555 0.00102338976741194 0.0012147322573598093 0.001006893130789107 0.0013342212885661289 0.0011634198503308903 0.0015737696876808444
leaf_count=273 503 715 409 527 709 774
internal_value=0 -0.00113844 -0.00315081 -9.43189e-05 0.0043227 -0.00157766
internal_weight=0 0.00733785 0.00629304 0.0050783 0.00407141 0.00273719
internal_count=3910 3407 3134 2419 2010 1483
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=7
num_cat=0
split_feature=15 52 16 15 1 43
split_gain=2.1386e-05 3.06566e-05 4.67653e-05 4.89572e-05 1.78029e-05 3.96142e-05
threshold=-0.15202999999999997 0.10433000000000002 0.26760500000000004 -0.092459999999999987 0.090355000000000005 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00024947274119778271 -0.00031503893695176809 0.00022736520916916448 -0.00046322281743024643 -0.00027102216077475499 0.00029535631592563492 0.00020937168673630964
leaf_weight=0.0011390031910413342 0.0015462491033849859 0.0013841305884049523 0.0010969357393074211 0.0011324523531615171 0.0012046425738785177 0.0015817526952520004
leaf_count=459 406 619 411 1033 536 446
internal_value=0 -3.78167e-05 -9.37516e-05 -1.95926e-05 9.69809e-05 8.93615e-06
internal_weight=0 0.00794616 0.00656203 0.0054651 0.00391885 0.00271421
internal_count=3910 3451 2832 2421 2015 1479
is_linear=0
shrinkage=0.00196078


Tree=9943
num_leaves=6
num_cat=0
split_feature=4 13 4 15 16
split_gain=8.02376e-06 1.46931e-05 2.70606e-05 1.629e-05 3.88214e-05
threshold=0.28937500000000005 -0.017604999999999999 0.022820000000000003 -0.038029999999999987 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00044423765581599401 0.0079162336776385372 -0.0048862197911968943 -0.019457839919912751 -0.0063036085292467519 0.01867411214311139
leaf_weight=0.0019195112496027649 0.0011002036278474937 0.0017576928572960258 0.0010607196043093362 0.0011136539377917844 0.0014101894486736512
leaf_count=1633 426 498 372 576 405
internal_value=0 -0.00124778 -0.00663928 0.00250506 0.00765261
internal_weight=0 0.00726177 0.00298023 0.00428154 0.00252384
internal_count=3910 3484 2005 1479 981
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=6
num_cat=0
split_feature=43 133 160 16 1
split_gain=8.28818e-06 2.38264e-05 3.43863e-05 4.95953e-05 1.92037e-05
threshold=-0.092084999999999986 0.077945 1.0000000180025095e-35 -0.008069999999999999 0.090475000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=-0.0064417367083491502 -0.014949224618058133 0.0142863496466058 -0.016122639538163591 0.017850316038233571 0.0018629803132631422
leaf_weight=0.0016272413244605979 0.0011236140746447914 0.0011995987365203738 0.0012147123226110322 0.0014682329983051923 0.0017186062359731695
leaf_count=628 851 1011 308 629 483
internal_value=0 0.0015118 -0.00126175 0.00292614 -0.00478338
internal_weight=0 0.00672476 0.00552517 0.00431045 0.00284222
internal_count=3910 3282 2271 1963 1334
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=7
num_cat=0
split_feature=13 16 133 52 2 2
split_gain=1.29227e-05 2.40564e-05 3.4729e-05 2.27209e-05 3.9225e-05 6.26882e-05
threshold=0.17936000000000002 0.25185000000000007 0.065880000000000008 -0.074484999999999982 0.086650000000000019 0.10679500000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.001059103581644889 0.0010011728114164209 0.001026282759304737 0.0012638714814056764 0.0016065699430490919 0.0012609544944813262 0.0015778327268161482
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internal_value=0 2.40094e-05 6.64264e-05 -8.75794e-07 6.06137e-05 0.000199175
internal_weight=0 0.00779461 0.00676833 0.00550446 0.00444536 0.00283879
internal_count=3910 3689 3220 2089 1790 871
is_linear=0
shrinkage=0.00196078


Tree=9946
num_leaves=8
num_cat=0
split_feature=13 48 0 3 133 52 12
split_gain=3.15772e-05 5.44614e-05 4.69337e-05 1.90871e-05 4.62785e-05 4.05515e-05 9.08022e-06
threshold=-0.23438999999999996 0.11280000000000003 -0.17106499999999999 -0.10628499999999998 0.077945 -0.014099999999999998 0.086515000000000022
decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00807557 0.0070618 0.00574133 0.00421054 0.00318545 0.00205918
internal_count=3910 3700 3528 3346 2892 1753 1259
is_linear=0
shrinkage=0.00196078


Tree=9947
num_leaves=7
num_cat=0
split_feature=16 160 16 1 52 0
split_gain=7.65222e-06 3.45286e-05 3.86628e-05 2.20065e-05 2.3293e-05 2.54589e-05
threshold=-0.055679999999999993 -0.026849999999999995 0.20277000000000003 0.10937500000000001 1.0000000180025095e-35 -0.10209999999999998
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00394087 0.0027302 0.0044226 0.00316417 0.00208806
internal_count=3910 1846 1131 2064 1643 695
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=7
num_cat=0
split_feature=43 133 42 13 2 4
split_gain=6.55755e-06 2.09908e-05 3.0357e-05 2.48367e-05 2.40737e-05 1.75445e-05
threshold=-0.092084999999999986 0.077945 0.078965000000000021 -0.0101 0.085805000000000006 0.0057500000000000008
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00672355 0.00551978 0.00432776 0.00332154 0.00228027
internal_count=3910 3282 2271 1410 919 628
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=8
num_cat=0
split_feature=43 4 4 1 13 160 1
split_gain=1.71235e-05 3.52878e-05 4.67161e-05 4.11384e-05 3.88686e-05 2.82363e-05 1.30788e-05
threshold=-0.24333999999999997 -0.34687499999999999 -0.082054999999999975 0.11797500000000001 -0.086849999999999997 0.031805000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.0002464044291453791 -0.00028767642280792507 0.00045878631904291967 -0.00036630487118212315 0.00034890257066579251 7.3839631371605438e-05 0.00030261065627157488 -0.00021927356696715855
leaf_weight=0.0010271336368894617 0.0011992561052400954 0.0010438471887457201 0.0012620323154487832 0.0011015887692522059 0.0010928535812180261 0.0010574403955289102 0.0012601153956682376
leaf_count=209 279 579 580 426 1084 362 391
internal_value=0 2.24946e-05 7.70533e-05 8.04243e-06 -7.23198e-05 3.64703e-05 -8.3135e-05
internal_weight=0 0.00801713 0.00681788 0.00577403 0.00467244 0.00341041 0.00235297
internal_count=3910 3701 3422 2843 2417 1837 1475
is_linear=0
shrinkage=0.00196078


Tree=9950
num_leaves=6
num_cat=0
split_feature=150 15 16 2 3
split_gain=6.72232e-06 2.5398e-05 2.93772e-05 2.82131e-05 7.00297e-05
threshold=0.084800000000000014 -0.038029999999999987 -0.055679999999999993 0.106035 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00084501090239518125 0.0063181566970122631 -0.011767736461571397 -0.021958373139442919 -0.010703880440812484 0.019609335840255246
leaf_weight=0.0017965113040238766 0.0013863082375943263 0.0011040582013652532 0.0010408199544649052 0.0010227002643658275 0.0019995500588142643
leaf_count=720 458 535 711 266 1220
internal_value=0 -0.00130708 -0.00859004 0.00370082 0.00844745
internal_weight=0 0.00696364 0.00283733 0.00412631 0.00310361
internal_count=3910 3452 1431 2021 1755
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=6
num_cat=0
split_feature=4 13 42 43 15
split_gain=6.88877e-06 1.76663e-05 1.5068e-05 1.92344e-05 2.81564e-05
threshold=0.25367000000000006 -0.13934999999999997 -1.0000000180025095e-35 -0.0031199999999999995 -0.074174999999999977
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0125852318531993 0.0058897388398632382 -0.0087945191034774686 0.011698193623077864 0.0099640344286597276 -0.011169993809330016
leaf_weight=0.0011731496598703546 0.0015876015207736465 0.0012419405801757377 0.0017748179125411001 0.0011275817685727325 0.0014296819839244928
leaf_count=214 534 973 1400 159 630
internal_value=0 -0.00143152 0.000915967 0.00369981 -0.00185131
internal_weight=0 0.00674717 0.00557402 0.00433208 0.00255726
internal_count=3910 3376 3162 2189 789
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=7
num_cat=0
split_feature=50 133 16 52 4 47
split_gain=2.72568e-05 2.80536e-05 4.0691e-05 6.34059e-05 3.32611e-05 1.80439e-05
threshold=0.08568000000000002 0.087330000000000019 -0.010344999999999998 -0.07125999999999999 0.0057500000000000008 0.077735000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00026598637533186743 -0.0003079320735523359 -0.00022974464820757585 4.4788670792673153e-06 0.00059697241867894631 0.00025881443984602305 -7.3165383101324137e-05
leaf_weight=0.0015658510597551475 0.0010086759526799502 0.0013075376912916404 0.0015812683246186016 0.0012381632722956186 0.0012985713925340776 0.0012216093709659294
leaf_count=878 727 766 589 384 424 142
internal_value=0 3.36109e-05 8.34768e-05 0.000264674 -4.15527e-05 9.78936e-05
internal_weight=0 0.008213 0.00690546 0.00281943 0.00408603 0.00252018
internal_count=3910 3183 2417 973 1444 566
is_linear=0
shrinkage=0.00196078


Tree=9953
num_leaves=8
num_cat=0
split_feature=157 52 133 2 2 48 47
split_gain=1.27399e-05 2.66962e-05 3.59288e-05 3.19862e-05 2.90152e-05 2.83045e-05 2.03583e-05
threshold=-1.0000000180025095e-35 0.14114500000000005 -0.0023199999999999996 0.11339500000000001 0.086545000000000025 0.084260000000000015 0.092255000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00021151208266927867 -0.00035451143136266679 0.00031163358889017693 -0.0002641778618839778 -0.00027377074224363358 7.6728323602976909e-05 0.00049081771404276193 0.00012255225687052659
leaf_weight=0.0010952596229249966 0.0010993629121756471 0.0010116810224314104 0.0010556212273759944 0.0010750091618501548 0.0016550467239717743 0.0010293505499208572 0.0010378911664300459
leaf_count=703 947 422 618 378 521 185 136
internal_value=0 1.40342e-05 -2.92719e-05 3.18184e-05 0.000100575 0.000235514 -7.24504e-05
internal_weight=0 0.00796396 0.00695228 0.00585292 0.00477791 0.0026844 0.00209351
internal_count=3910 3207 2785 1838 1460 706 754
is_linear=0
shrinkage=0.00196078


Tree=9954
num_leaves=8
num_cat=0
split_feature=50 4 12 13 0 49 3
split_gain=1.12205e-05 2.5921e-05 2.39682e-05 3.19574e-05 6.81907e-05 4.39269e-05 7.15347e-05
threshold=0.07992500000000001 0.28937500000000005 -1.0000000180025095e-35 -0.10939499999999998 -0.053834999999999994 -0.0092149999999999992 -0.076734999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00029294359520185654 -0.0001974107867976705 0.00031620055657030974 0.00032385568136089366 -0.00019701149937964915 -0.00047247094209693601 -0.00013466373404387761 0.00055045748016733641
leaf_weight=0.0010532081411378401 0.001009103705684542 0.0010066610036384175 0.0011356013681745273 0.0013560221125988796 0.0010928962512213006 0.0010561807083188034 0.0013159671021361842
leaf_count=307 755 396 160 283 357 1278 374
internal_value=0 2.19781e-05 -2.02741e-05 2.79371e-05 -4.17665e-05 8.44926e-05 0.000245412
internal_weight=0 0.00801654 0.00700988 0.00595667 0.00482107 0.00372817 0.00237215
internal_count=3910 3155 2759 2452 2292 1935 1652
is_linear=0
shrinkage=0.00196078


Tree=9955
num_leaves=7
num_cat=0
split_feature=1 47 13 4 0 43
split_gain=7.03514e-06 1.96727e-05 2.48988e-05 2.80949e-05 3.08092e-05 2.65581e-05
threshold=0.12730000000000002 0.09252500000000001 -0.032264999999999995 0.022820000000000003 -0.083564999999999987 -0.0037249999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.017969501081544582 0.007745173931085968 -0.012983243175161516 -0.011501400911739838 0.019559330673666636 0.010510425838730885 0.0027951869693161372
leaf_weight=0.0011253772087971737 0.001017389518264719 0.0011756860334569035 0.0011585484213541219 0.0011201260277826949 0.0014094407332604802 0.0013606970437040563
leaf_count=1177 345 340 453 270 749 576
internal_value=0 -0.00112729 0.00113031 0.00634411 0.000579789 -0.00660441
internal_weight=0 0.00734988 0.00617419 0.00368812 0.00256799 0.00248607
internal_count=3910 3565 3225 1472 1202 1753
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=7
num_cat=0
split_feature=50 42 3 3 1 1
split_gain=1.3358e-05 2.29832e-05 2.41976e-05 3.93979e-05 2.85104e-05 2.0338e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 0.10285500000000002 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00022183877051874955 -0.00022211372907158584 0.00030288722880612243 -0.00033698604000540042 0.00011615775131698304 0.00028571417101324687 -0.00023622474414876067
leaf_weight=0.0012842468657338719 0.0010027769754302621 0.0013148412373944936 0.0010371162724533761 0.0014022384389651647 0.0017023830177953937 0.0011429955420700442
leaf_count=860 779 293 936 305 491 246
internal_value=0 1.8155e-05 6.48567e-05 5.63477e-06 8.92905e-05 -4.20877e-05
internal_weight=0 0.00788382 0.00659957 0.00528473 0.00424762 0.00254523
internal_count=3910 3131 2271 1978 1042 551
is_linear=0
shrinkage=0.00196078


Tree=9957
num_leaves=6
num_cat=0
split_feature=47 15 0 4 12
split_gain=6.96177e-06 1.71235e-05 2.91371e-05 4.58943e-05 2.89929e-05
threshold=0.10436500000000001 -0.10469999999999999 -0.099864999999999995 0.022820000000000003 0.089745000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.011536836231184721 0.006536085388551785 -0.004260327597105951 -0.013406851146300962 0.025079501789783232 0.0046516808516099562
leaf_weight=0.0013284641125479116 0.0013462830208155309 0.0010732672911909441 0.0017963260657454629 0.0010593953118740796 0.0017602420122768084
leaf_count=562 290 275 1446 197 1140
internal_value=0 -0.00131448 0.00107249 0.0103142 -0.00446919
internal_weight=0 0.00701769 0.00568923 0.00213266 0.00355657
internal_count=3910 3620 3058 472 2586
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=5
num_cat=0
split_feature=52 15 16 0
split_gain=6.3456e-06 1.53545e-05 1.27709e-05 2.46368e-05
threshold=-0.048794999999999991 -0.053579999999999996 -0.055679999999999993 -0.10209999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=0.011011256161757691 -0.0064429029576122598 -0.00397579653864306 -0.008665660041032237 0.0098416396354574203
leaf_weight=0.0014402939905256245 0.0019219675954501359 0.0013011693787966631 0.0018900836307489664 0.0017982930163554052
leaf_count=631 462 559 817 1441
internal_value=0 0.00389801 -0.00197202 0.00142869
internal_weight=0 0.00274146 0.00561034 0.00372026
internal_count=3910 1190 2720 1903
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=8
num_cat=0
split_feature=50 133 16 51 0 4 16
split_gain=1.19044e-05 2.24752e-05 3.13414e-05 5.42441e-05 4.09869e-05 3.12488e-05 2.98467e-05
threshold=1.0000000180025095e-35 0.090085000000000012 0.011450000000000002 -0.07742499999999998 -0.13870499999999999 0.05309500000000001 -0.19424999999999998
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=-8.7411667283411503e-05 -0.00020814313651439857 -0.00023675255117468585 -7.8192841013997131e-05 0.00053870814319337778 -0.00043671880949412251 2.2337129610991068e-05 0.00036630207479258737
leaf_weight=0.0010361552391297342 0.0010023976263507936 0.0011329826176152994 0.0010192727106594697 0.0011852235352127611 0.0011883577261673918 0.0010958435827753763 0.0012065185712239546
leaf_count=199 779 604 313 360 1122 348 185
internal_value=0 1.87468e-05 6.17508e-05 0.000253477 -3.16161e-05 -0.000216487 0.000156678
internal_weight=0 0.00786435 0.00673137 0.0022045 0.00452688 0.0022842 0.00224267
internal_count=3910 3131 2527 673 1854 1470 384
is_linear=0
shrinkage=0.00196078


Tree=9960
num_leaves=6
num_cat=0
split_feature=3 47 4 150 4
split_gain=6.10444e-06 1.55379e-05 2.48373e-05 2.93158e-05 2.87326e-05
threshold=0.13772500000000001 0.09252500000000001 -0.08422499999999998 0.086420000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010293026175437307 0.006631053255983484 -0.010148038175184858 0.019566954853016304 -0.0091235049314675031 0.00055378782226088484
leaf_weight=0.0014004342112089877 0.0011764258835665906 0.0015117038269832055 0.0015633586065801814 0.0010868410779318158 0.0016168000986231156
leaf_count=723 239 374 1472 341 761
internal_value=0 -0.00114022 0.00126248 0.00505501 0.00990062
internal_weight=0 0.00717914 0.00566743 0.004267 0.00318016
internal_count=3910 3671 3297 2574 2233
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=6
num_cat=0
split_feature=47 13 42 12 0
split_gain=7.43338e-06 1.7407e-05 2.24083e-05 2.034e-05 1.88832e-05
threshold=0.10436500000000001 -0.017604999999999999 0.086325000000000013 0.086865000000000012 -0.11287999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00041455869716228839 0.0067670457056690425 0.0048259982978632841 -0.018913258351641718 0.013957889476655631 -0.011181402406533049
leaf_weight=0.0017063424399573585 0.0013452409143484079 0.0018416417972004087 0.0010626205209125614 0.0011612365303854291 0.0012285517505644769
leaf_count=812 290 281 1235 815 477
internal_value=0 -0.00134932 -0.00751364 0.00268449 -0.00157944
internal_weight=0 0.00700039 0.00276896 0.00423143 0.00307019
internal_count=3910 3620 2047 1573 758
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=6
num_cat=0
split_feature=0 1 13 52 0
split_gain=6.45297e-06 1.772e-05 1.68341e-05 2.49971e-05 1.81474e-05
threshold=0.10302000000000001 0.076710000000000014 -0.0024749999999999993 -0.069134999999999988 -0.14534499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.009583971853300649 0.0069007892351007696 0.0091713213319243574 -0.01511092274103143 0.011900159901529079 -0.005843142328261647
leaf_weight=0.0018505542751988064 0.0011548661422722487 0.0019506075075461102 0.001072352357327997 0.0011983182103881072 0.0011107211193714538
leaf_count=1929 210 1099 239 176 257
internal_value=0 -0.00115282 0.00177335 -0.00249429 0.00336507
internal_weight=0 0.00718255 0.005332 0.00338139 0.00230904
internal_count=3910 3700 1771 672 433
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=7
num_cat=0
split_feature=52 2 0 0 3 15
split_gain=1.54161e-05 1.28193e-05 2.7111e-05 3.02842e-05 4.38825e-05 1.05892e-05
threshold=-0.081429999999999989 0.113945 -0.17106499999999999 -0.10209999999999998 -0.069909999999999986 -0.016339999999999997
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=0.00027128166635133225 0.00028155014910255028 -0.00021490892699542385 -0.00035994706662770997 -0.00017466553186739123 0.00028749277804660808 -6.6406457277758288e-06
leaf_weight=0.0011099106513929569 0.0010092854493176737 0.0014646765209192 0.0010788392143511304 0.0018821218412457116 0.0013611429537020679 0.0010037430467678909
leaf_count=569 115 466 312 1726 320 402
internal_value=0 -5.24356e-05 -7.79977e-06 -7.53679e-05 1.92944e-05 0.0001393
internal_weight=0 0.00679607 0.00533139 0.0043221 0.00324326 0.00211365
internal_count=3910 2939 2473 2358 2046 971
is_linear=0
shrinkage=0.00196078


Tree=9964
num_leaves=6
num_cat=0
split_feature=52 1 16 4 15
split_gain=6.96783e-06 1.28949e-05 1.25514e-05 3.85222e-05 1.56837e-05
threshold=-0.048794999999999991 0.10386500000000001 -0.11180499999999999 -0.076329999999999995 -0.106555
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0015595431823396291 0.012036796119240372 0.012437982440596483 0.0030601117791267938 -0.019341661515787794 -0.0040422619156653856
leaf_weight=0.0016272820319511438 0.0011198615956040912 0.0011050700843362451 0.0018540997319418803 0.0013099591013292181 0.0013236830304420614
leaf_count=817 373 373 958 1002 387
internal_value=0 0.0041016 -0.00205688 -0.0062145 0.00332667
internal_weight=0 0.00273235 0.0056076 0.00316406 0.00244354
internal_count=3910 1190 2720 1960 760
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=7
num_cat=0
split_feature=43 16 133 2 3 15
split_gain=1.49611e-05 3.15032e-05 3.74075e-05 2.30932e-05 3.15968e-05 1.48311e-05
threshold=-0.17307499999999998 0.15737500000000001 0.065880000000000008 0.089910000000000004 0.090325000000000003 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
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leaf_value=0.00019059013760018616 -0.00033826538809932164 -0.00028850837846862399 0.00036492698969093772 0.00033524147564560923 -8.7047357847025878e-05 -2.4111770677666995e-05
leaf_weight=0.0013123463960414113 0.0012067226831268475 0.0015239083640255485 0.0010425632830518795 0.0011061320329059199 0.0017733184560169138 0.0011084895197189136
leaf_count=275 430 563 1053 504 282 803
internal_value=0 -3.5776e-05 2.59728e-05 -4.2055e-05 7.51736e-05 -0.000187853
internal_weight=0 0.00776113 0.00623723 0.00519466 0.00287945 0.00231521
internal_count=3910 3635 3072 2019 786 1233
is_linear=0
shrinkage=0.00196078


Tree=9966
num_leaves=7
num_cat=0
split_feature=50 42 16 16 2 3
split_gain=1.82127e-05 2.24932e-05 2.47995e-05 3.76832e-05 3.35598e-05 2.81124e-05
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.0095499999999999977 0.11346000000000002 0.11339500000000001 -0.076734999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00020907012082587622 -0.00025448147727399575 -0.00018527049895226505 0.0005132714321408841 4.2558259245417425e-05 -0.00034011251462916507 0.00022230187791511701
leaf_weight=0.0013173880909803336 0.0010082272709962805 0.0010102121277280735 0.0010134504239029693 0.0018429188958729141 0.0010023826354556881 0.0018280466481624014
leaf_count=862 755 615 501 501 274 402
internal_value=0 2.51389e-05 7.12108e-05 0.000209569 -3.16893e-05 7.7236e-05
internal_weight=0 0.0080144 0.00669701 0.00285637 0.00384064 0.00283826
internal_count=3910 3155 2293 1002 1291 1017
is_linear=0
shrinkage=0.00196078


Tree=9967
num_leaves=7
num_cat=0
split_feature=48 1 1 13 52 0
split_gain=6.60565e-06 2.01025e-05 4.05892e-05 1.39448e-05 1.48815e-05 1.03439e-05
threshold=0.11028500000000001 0.11986000000000001 0.10285500000000002 -0.032264999999999995 0.048490000000000012 -0.083564999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.01505341751524498 -0.0076127478870365714 -0.012159964872141864 0.020033134453407885 -0.00184139899380442 0.0016132872839224094 0.0098383682800992998
leaf_weight=0.0010913673600587885 0.0010129323114575024 0.0010021275059344222 0.0011551892021991941 0.0016105580294171924 0.0010522679281151975 0.0014328501861024957
leaf_count=1023 219 349 440 548 635 696
internal_value=0 0.00100162 0.00308126 -0.000694031 -0.00687206 0.00365749
internal_weight=0 0.00734436 0.00634223 0.00518704 0.00214364 0.00304341
internal_count=3910 3691 3342 2902 1658 1244
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=7
num_cat=0
split_feature=50 4 151 15 2 3
split_gain=1.78582e-05 3.39631e-05 3.51224e-05 4.69568e-05 4.35528e-05 7.69454e-05
threshold=0.08568000000000002 0.28937500000000005 -0.016164999999999995 -0.038029999999999987 0.106035 -0.084129999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00019610848455094937 -0.0003324832626036057 0.0002791634863741266 -0.00041494153278268228 -0.00029050163272982202 -0.00036898576971958847 0.00036456499713573547
leaf_weight=0.0012469696400206655 0.0010015735472866582 0.0010225484045680248 0.0019510863054313585 0.001196475769725503 0.0011271346731371971 0.0016266826152006029
leaf_count=454 727 396 774 654 229 676
internal_value=0 -5.50772e-05 -0.000102889 -0.000166068 -4.3147e-05 8.69428e-05
internal_weight=0 0.0081709 0.00714835 0.00590138 0.00395029 0.00282316
internal_count=3910 3183 2787 2333 1559 1330
is_linear=0
shrinkage=0.00196078


Tree=9969
num_leaves=7
num_cat=0
split_feature=42 51 2 2 0 2
split_gain=8.9269e-06 1.60025e-05 2.11905e-05 2.89862e-05 3.09553e-05 4.23735e-05
threshold=-1.0000000180025095e-35 -0.07742499999999998 0.086545000000000025 0.093070000000000014 -0.15517999999999996 0.106285
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.00014524530634939375 -0.00020535418280100322 -0.00013282053203264688 0.00039871070261145516 -0.00022288682720560658 -0.00012650894150224073 0.00040533134927680495
leaf_weight=0.0014810169805653363 0.0010254766457466792 0.0016381725092995889 0.0011362448176479968 0.001164326672780457 0.0010380232729678065 0.0012938856378606185
leaf_count=1060 521 987 434 175 308 425
internal_value=0 2.17217e-05 5.88567e-05 0.000126639 3.82183e-05 0.000168589
internal_weight=0 0.00729613 0.00627065 0.00463248 0.00349624 0.00233191
internal_count=3910 2850 2329 1342 908 733
is_linear=0
shrinkage=0.00196078


Tree=9970
num_leaves=7
num_cat=0
split_feature=1 457 4 4 52 0
split_gain=7.36876e-06 1.81865e-05 2.16712e-05 2.46089e-05 1.8038e-05 1.70501e-05
threshold=0.12730000000000002 0.069705000000000003 -0.076329999999999995 0.05309500000000001 0.084240000000000023 -0.11524
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.012060242245927062 0.0078494381008650908 0.010549399621030941 -0.019161635404308666 -0.010209018067358066 -0.0045285081284541021 0.0071011625553481081
leaf_weight=0.0012842938776820416 0.001019345180383509 0.0011134108898702474 0.0013298640573167447 0.0012071992130634006 0.0013387705909811188 0.0010763572082181766
leaf_count=709 345 311 1372 192 567 414
internal_value=0 -0.00122331 -0.00332512 -0.00834758 0.00359361 -0.00204984
internal_weight=0 0.0073499 0.00623648 0.00361342 0.00262306 0.00228356
internal_count=3910 3565 3254 1978 1276 606
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=8
num_cat=0
split_feature=50 4 48 52 13 12 2
split_gain=1.37921e-05 2.6727e-05 2.06492e-05 3.78857e-05 3.31121e-05 3.03705e-05 1.43166e-05
threshold=1.0000000180025095e-35 0.28937500000000005 0.091555000000000011 -0.092084999999999986 -0.0024749999999999993 0.089855000000000004 0.085805000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00037611282840653435 -0.00021713355853240335 0.00032581813668458695 0.00022560719159547222 -0.00039715072334815696 0.00034131846176757444 7.3792350296831134e-05 4.2251084624123361e-05
leaf_weight=0.0011884679092011088 0.0010066978460094274 0.0010022133244745905 0.0011322273808135087 0.001069209941070642 0.0010595064577387009 0.001037161136666758 0.0014681903153566779
leaf_count=541 779 396 321 912 147 487 327
internal_value=0 2.64596e-05 -1.66793e-05 -6.37934e-05 1.63051e-05 -0.000165262 0.000167608
internal_weight=0 0.00795698 0.00695476 0.00582254 0.00463407 0.00210637 0.0025277
internal_count=3910 3131 2735 2414 1873 1399 474
is_linear=0
shrinkage=0.00196078


Tree=9972
num_leaves=7
num_cat=0
split_feature=50 4 151 2 15 3
split_gain=1.39294e-05 2.94769e-05 2.45295e-05 4.52189e-05 4.09187e-05 7.23671e-05
threshold=0.08568000000000002 0.28937500000000005 -0.016164999999999995 0.106035 -0.038029999999999987 -0.060719999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00022151256250764256 -0.00022536292804186477 0.00032578848573129392 -0.00023715779474073505 -0.00036518423211666075 -9.3772754758676927e-05 0.00054343727858764007
leaf_weight=0.0012667509642977776 0.0010103246084503604 0.0010480882796380644 0.0015141055185679576 0.0015637846592150527 0.0017095164262631987 0.0011436346216522723
leaf_count=454 727 396 565 438 1160 170
internal_value=0 1.85659e-05 -2.61695e-05 -7.90694e-05 2.33798e-05 0.000161642
internal_weight=0 0.00824588 0.00719779 0.00593104 0.00436726 0.00285315
internal_count=3910 3183 2787 2333 1895 1330
is_linear=0
shrinkage=0.00196078


Tree=9973
num_leaves=7
num_cat=0
split_feature=42 43 3 16 15 16
split_gain=7.07435e-06 1.62072e-05 3.19465e-05 1.82325e-05 1.90364e-05 4.72669e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.081244999999999998 0.061570000000000007 -0.10469999999999999 -0.092424999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
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leaf_value=-0.0065710749372374202 -0.0038358173187788094 -0.008564718983230182 0.021130851123649621 -0.013507839967328128 -0.0083951663410617734 0.018864475116043708
leaf_weight=0.0014101691567541827 0.0010234800606241108 0.0013023178782713965 0.0010265618652043576 0.0010636648036634038 0.0011810639284049551 0.0013785152758083346
leaf_count=1060 592 296 741 289 278 654
internal_value=0 0.00119476 0.00866628 -0.00191492 0.00127806 0.00628609
internal_weight=0 0.0069756 0.00205004 0.00492556 0.0038619 0.00255958
internal_count=3910 2850 1333 1517 1228 932
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=7
num_cat=0
split_feature=43 4 0 47 1 0
split_gain=8.04e-06 3.03332e-05 5.01519e-05 3.73301e-05 3.24373e-05 4.15302e-05
threshold=-0.24333999999999997 -0.34687499999999999 -0.06402999999999999 0.087850000000000025 1.0000000180025095e-35 -0.15007499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00016879126892167527 -0.00027594923902695822 -0.00016396151930212892 0.0004551032414680149 -0.00031131434055235062 3.1801936208544087e-06 0.00047678332089983935
leaf_weight=0.0010116920163641451 0.0011586865721308643 0.0014404925206025262 0.0010776503495597547 0.0012126610849482952 0.001758445432908801 0.0011960477886558856
leaf_count=209 279 1577 451 344 278 772
internal_value=0 1.69362e-05 6.76987e-05 -6.75083e-06 7.72841e-05 0.000194906
internal_weight=0 0.00784398 0.0066853 0.00560765 0.00439499 0.00295449
internal_count=3910 3701 3422 2971 2627 1050
is_linear=0
shrinkage=0.00196078


Tree=9975
num_leaves=6
num_cat=0
split_feature=2 150 0 16 4
split_gain=6.47693e-06 2.59432e-05 3.34637e-05 1.8171e-05 1.68741e-05
threshold=0.086545000000000025 0.085075000000000026 -0.13506999999999997 -0.069894999999999985 -0.0010999999999999996
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.0043979435622281465 -0.014287901764218845 0.015587198850721516 0.01509793762038289 -0.0013277323241545355 -0.010831736889297101
leaf_weight=0.0013368222167656387 0.001398028038599371 0.0011091165429034273 0.0010442489216033937 0.0018969200828269665 0.0015961419227584139
leaf_count=1178 301 327 685 987 432
internal_value=0 0.00193831 -0.0015504 0.00450413 -0.00389017
internal_weight=0 0.00544831 0.0043392 0.00294117 0.00293296
internal_count=3910 2300 1973 1672 1610
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=7
num_cat=0
split_feature=1 42 133 2 2 12
split_gain=6.85391e-06 1.52818e-05 1.79318e-05 2.64857e-05 4.04624e-05 6.49505e-06
threshold=0.12730000000000002 0.092145000000000019 0.065880000000000008 0.088820000000000024 0.10796500000000002 0.080120000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0051709742931780583 0.007593070291854998 -0.012037507560365281 0.010781361882327953 0.01663758509908312 -0.0076797378084975708 -0.016225819423427042
leaf_weight=0.0011089160928540475 0.0010193988953198603 0.0010979946707488433 0.0013876194173705709 0.0013598537235537881 0.0013772880738787579 0.0010206182877153481
leaf_count=186 345 721 890 542 335 891
internal_value=0 -0.00115661 0.000753619 -0.00210556 0.00440148 -0.0104692
internal_weight=0 0.00735229 0.0062543 0.00486668 0.00273714 0.00212953
internal_count=3910 3565 2844 1954 877 1077
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=6
num_cat=0
split_feature=4 47 2 4 52
split_gain=7.88338e-06 1.27892e-05 2.76487e-05 3.1977e-05 2.26167e-05
threshold=0.25367000000000006 0.087850000000000025 0.11043500000000002 -0.08422499999999998 -0.0066199999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01513989664286149 0.0062347511322958056 -0.010467943674672825 0.015385228663272807 -0.0066538598505178599 0.010807780780542075
leaf_weight=0.0014353009595165678 0.0015980446018908547 0.0013050233124412133 0.0010214089554394061 0.0013405790038483662 0.0016605478506116454
leaf_count=671 534 408 396 714 1187
internal_value=0 -0.00157475 0.000551705 -0.00286345 0.00300781
internal_weight=0 0.00676286 0.00545784 0.00443643 0.00300113
internal_count=3910 3376 2968 2572 1901
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=6
num_cat=0
split_feature=47 13 2 2 42
split_gain=7.17795e-06 1.4092e-05 2.34317e-05 2.64405e-05 1.98741e-05
threshold=0.10436500000000001 -0.017604999999999999 0.097575000000000009 0.086650000000000019 0.086325000000000013
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00020987305541885143 0.006602793452934983 -0.00088162251770936147 -0.0072552507435076465 0.0193105412613797 -0.017619026994023564
leaf_weight=0.001705038709889349 0.0013498752187845204 0.0014604723041058329 0.0016037949991762565 0.0011664116343567425 0.0010655354846092978
leaf_count=812 290 605 564 404 1235
internal_value=0 -0.00136133 0.00226926 0.00808428 -0.00690526
internal_weight=0 0.00700125 0.00423068 0.00262688 0.00277057
internal_count=3910 3620 1573 1009 2047
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=7
num_cat=0
split_feature=52 0 151 2 0 4
split_gain=8.36305e-06 2.21689e-05 2.60858e-05 3.20058e-05 3.05316e-05 2.19147e-05
threshold=0.11401500000000002 -0.06402999999999999 -0.0088999999999999982 0.092175000000000021 -0.10071499999999999 -0.34687499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=-0.00029212786425764444 -0.00015346966014011604 -2.2779104505086805e-05 8.1917187183926408e-05 0.00025876416843546304 -0.0003586896564870554 0.00035837398452964633
leaf_weight=0.0012974423756811513 0.0012474117005074432 0.0010956377993901081 0.0014058085029763857 0.001459098971983399 0.0010610011618843523 0.001232206814481263
leaf_count=535 647 245 194 591 1298 400
internal_value=0 1.98335e-05 -5.10911e-05 2.85672e-05 -0.000107593 0.000178978
internal_weight=0 0.0075512 0.00522335 0.00392591 0.00246681 0.00232784
internal_count=3910 3263 2618 2083 1492 645
is_linear=0
shrinkage=0.00196078


Tree=9980
num_leaves=6
num_cat=0
split_feature=0 1 16 13 16
split_gain=9.52907e-06 2.44877e-05 2.07866e-05 3.13039e-05 1.50602e-05
threshold=0.10302000000000001 0.076710000000000014 0.081265000000000018 -0.0024749999999999993 -0.09601999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00022003430723868865 0.00015811003658858274 0.00031453886107773196 -0.00020574279059675082 0.00015255007404243179 -0.00013832539020919949
leaf_weight=0.0019369398091834654 0.0012003380414688097 0.0016042226282685112 0.0011011538294146478 0.0011092477769650039 0.0017865706531946159
leaf_count=1929 210 978 299 196 298
internal_value=0 -2.99901e-05 3.57287e-05 9.48165e-05 -2.69051e-05
internal_weight=0 0.00753813 0.00560119 0.00450004 0.00289582
internal_count=3910 3700 1771 1472 494
is_linear=0
shrinkage=0.00196078


Tree=9981
num_leaves=7
num_cat=0
split_feature=1 4 15 51 16 0
split_gain=1.30832e-05 3.96686e-05 2.77288e-05 3.73185e-05 4.56447e-05 4.47683e-05
threshold=0.076710000000000014 -0.082054999999999975 0.024640000000000006 -0.09021499999999999 -0.055679999999999993 -0.19631499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=9.6513227001114821e-05 0.00044244787304009996 -0.0003474703524371094 -0.00024170667115001559 -0.00013055929998693724 -0.00033497372165321426 0.00037580447624860146
leaf_weight=0.0016846696086715547 0.0010357866144829974 0.001430814999539641 0.0010293132455585557 0.0011963540433694814 0.0010068813474316211 0.0015294832679576412
leaf_count=521 269 1487 544 135 430 524
internal_value=0 -0.00010739 5.01572e-05 0.000113158 2.17838e-05 0.000153564
internal_weight=0 0.00311548 0.00579782 0.00476851 0.00373272 0.00272584
internal_count=3910 2008 1902 1358 1089 659
is_linear=0
shrinkage=0.00196078


Tree=9982
num_leaves=7
num_cat=0
split_feature=50 4 151 2 12 3
split_gain=1.49085e-05 2.84275e-05 2.85466e-05 2.91426e-05 4.09597e-05 3.49839e-05
threshold=0.07992500000000001 0.28937500000000005 -0.016164999999999995 0.106035 0.091405000000000014 -0.060719999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00024685867668221203 -0.00023098481993292792 0.0003292948511871294 -0.0004039475039602257 -0.00031640374848093867 0.00027248662547363968 4.0920347088124878e-05
leaf_weight=0.0012474809899691366 0.0010060531133444647 0.0010128592462215922 0.0011201363282883048 0.0014902167405166289 0.0014320042605448775 0.001728120060664788
leaf_count=450 755 396 996 437 610 266
internal_value=0 2.22159e-05 -2.2103e-05 -8.0248e-05 1.97208e-06 -0.000134033
internal_weight=0 0.00803082 0.00701796 0.00577048 0.00428026 0.00284826
internal_count=3910 3155 2759 2309 1872 1262
is_linear=0
shrinkage=0.00196078


Tree=9983
num_leaves=8
num_cat=0
split_feature=50 42 3 3 15 52 16
split_gain=1.84586e-05 3.7878e-05 2.35454e-05 3.48e-05 3.47793e-05 4.5906e-05 7.30707e-06
threshold=0.07992500000000001 -1.0000000180025095e-35 -0.11266 -0.076734999999999984 -0.106555 -0.068164999999999989 -0.055679999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
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leaf_weight=0.0013118452636697951 0.0010123325250303702 0.0013425310740228314 0.0010470020232033975 0.0010335822887679292 0.0013037423037252256 0.0010177486224409347 0.0010023756405438983
leaf_count=862 755 300 937 304 305 199 248
internal_value=0 2.71888e-05 8.64641e-05 2.87324e-05 0.000105858 8.17407e-06 -0.000176944
internal_weight=0 0.00805883 0.00674698 0.00540445 0.00435745 0.00332387 0.00202012
internal_count=3910 3155 2293 1993 1056 752 447
is_linear=0
shrinkage=0.00196078


Tree=9984
num_leaves=7
num_cat=0
split_feature=4 151 47 1 2 0
split_gain=7.33642e-06 1.25442e-05 1.93457e-05 4.39923e-05 1.55119e-05 2.28856e-05
threshold=0.28937500000000005 -0.016164999999999995 0.09550500000000002 0.088495000000000018 0.087075000000000014 0.10302000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
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leaf_weight=0.0011955317539151201 0.0011144029864581526 0.0010085022712355545 0.0011542489498174513 0.0015390980413785837 0.0013641600253668841 0.0010166741173270482
leaf_count=564 426 760 263 667 1158 72
internal_value=0 -0.00123808 -0.00307861 -0.00580784 0.000558794 -0.00384421
internal_weight=0 0.00727822 0.00608268 0.00492843 0.00338934 0.00238083
internal_count=3910 3484 2920 2657 1990 1230
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=7
num_cat=0
split_feature=42 160 3 48 0 0
split_gain=7.21795e-06 1.60787e-05 2.09044e-05 3.95067e-05 4.48454e-05 1.09574e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10315499999999998 0.092755000000000018 -0.083564999999999987 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=-0.0065901879182209619 -0.0078049690118080512 0.016701132917350727 -0.0025930311697757113 0.017642190579237625 -0.01904977877396178 0.012000584126764647
leaf_weight=0.0014131857609195565 0.0015308887872071564 0.0010198787744293697 0.001031913699648689 0.0010605349571491977 0.0012985837075737208 0.0010260789955174802
leaf_count=1060 1040 259 209 243 687 412
internal_value=0 0.00124784 0.00379683 0.000817319 -0.00449862 0.00468309
internal_weight=0 0.00696788 0.00543699 0.00441711 0.00335658 0.00205799
internal_count=3910 2850 1810 1551 1308 621
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=7
num_cat=0
split_feature=48 1 1 13 2 2
split_gain=8.68802e-06 1.7787e-05 4.8056e-05 1.9965e-05 2.51492e-05 1.98055e-05
threshold=0.11339500000000001 0.11986000000000001 0.10498500000000001 -0.084184999999999996 0.097575000000000009 0.086650000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00020197029643847212 -0.00017129582334628817 -0.00021660850737171503 0.00042431598115050804 -8.1042794824555576e-06 -0.0002078165339615856 0.00031304987101844929
leaf_weight=0.0016143838570520123 0.0010411038215154189 0.0010605238038381348 0.0011358430036312317 0.0015150503244312243 0.0010268327097231905 0.0014399542658130643
leaf_count=847 195 350 370 868 542 738
internal_value=0 1.94142e-05 5.65956e-05 -1.80392e-05 5.65333e-05 0.000148392
internal_weight=0 0.00779259 0.00673206 0.00559622 0.00398184 0.002955
internal_count=3910 3715 3365 2995 2148 1606
is_linear=0
shrinkage=0.00196078


Tree=9987
num_leaves=7
num_cat=0
split_feature=48 1 1 2 0 2
split_gain=8.65751e-06 1.49361e-05 4.20349e-05 1.05391e-05 2.58904e-05 3.40334e-05
threshold=0.11028500000000001 0.11986000000000001 0.10285500000000002 0.087005000000000013 0.10302000000000001 0.093070000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0048820149941561398 -0.0087172618686648072 -0.01020453181061913 0.020127847922478254 0.0018857061528093845 0.0084657568471114344 -0.023043634337711116
leaf_weight=0.0019512044960714667 0.0010167975234549693 0.0010044648641631231 0.0011601472902843003 0.0010922201607671492 0.0010531950679360364 0.0010983003601727852
leaf_count=1301 219 349 440 733 95 773
internal_value=0 0.00112695 0.00291798 -0.000925389 -0.00441874 -0.0106136
internal_weight=0 0.00735953 0.00635507 0.00519492 0.00324372 0.00219052
internal_count=3910 3691 3342 2902 1601 1506
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=6
num_cat=0
split_feature=52 52 0 47 3
split_gain=8.6103e-06 1.37896e-05 1.88486e-05 2.72476e-05 1.11298e-05
threshold=-0.081429999999999989 -0.0066199999999999991 -0.083424999999999985 0.087850000000000025 -0.083144999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.00568171040775289 -0.01186106564214599 0.0124772970900957 0.00055243530396309048 -0.0069193556413155851 -0.013887786962398396
leaf_weight=0.0019894018322997031 0.0011324087971468022 0.0019528912555753053 0.0010316769319044172 0.0011511149987610092 0.0011059065899995406
leaf_count=971 527 1036 459 202 715
internal_value=0 -0.00185416 0.000307763 0.00528408 -0.0069184
internal_weight=0 0.006374 0.00524159 0.00310401 0.00213758
internal_count=3910 2939 2412 1238 1174
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=8
num_cat=0
split_feature=50 160 49 2 0 4 0
split_gain=3.5761e-05 2.89734e-05 3.30858e-05 2.6347e-05 5.90537e-05 6.03019e-05 2.23907e-05
threshold=0.08568000000000002 -0.026849999999999995 -0.081419999999999979 0.10113500000000002 -0.070894999999999986 0.0057500000000000008 -0.11287999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.00027024089328164856 -0.00036076404139621774 0.00028714067122325663 -0.00049653669172188702 -6.3898283998466471e-05 0.00034530798370891364 0.00012597525684099388 -0.00047387119730001568
leaf_weight=0.0015274134582326238 0.0010320811383811622 0.0010760495267642754 0.001147424101261613 0.0010395759231999202 0.0013134168442585788 0.0012500363158809212 0.0010095542170078841
leaf_count=802 727 220 1016 201 245 256 443
internal_value=0 2.60885e-05 -2.84637e-05 -8.7423e-05 1.1121e-05 -0.000171959 -0.000265881
internal_weight=0 0.00836347 0.00683606 0.00576001 0.00371088 0.00239746 0.00204913
internal_count=3910 3183 2381 2161 1517 1272 644
is_linear=0
shrinkage=0.00196078


Tree=9990
num_leaves=7
num_cat=0
split_feature=13 48 48 1 2 3
split_gain=7.61686e-06 1.74702e-05 2.21541e-05 2.8922e-05 3.33843e-05 2.57745e-05
threshold=-0.23438999999999996 0.10448500000000001 0.083775000000000002 0.11198000000000001 0.097575000000000009 -0.075954999999999981
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0077890077216384345 -0.0086651915723074523 -0.013302352445679823 0.01287163398593328 0.01130884757088369 -0.02075156675190426 0.011127417943698084
leaf_weight=0.0010749463688275226 0.0015662436653096866 0.001029217154383341 0.0012162560921833675 0.0012117725066838822 0.0011410392006015978 0.0011345140769620425
leaf_count=210 1686 243 428 370 608 365
internal_value=0 -0.00122728 0.000754888 -0.00216128 -0.00641001 -0.00035086
internal_weight=0 0.00729904 0.00626983 0.00505357 0.0038418 0.00270076
internal_count=3910 3700 3457 3029 2659 2051
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=6
num_cat=0
split_feature=1 47 3 4 2
split_gain=6.5678e-06 1.6258e-05 2.17588e-05 2.96108e-05 2.53908e-05
threshold=0.12730000000000002 0.09252500000000001 -0.069909999999999986 0.0057500000000000008 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0029949298853409047 0.0074504002064155117 -0.011927710089895046 -0.0015726230185792176 0.017666516335722478 -0.015875244685125561
leaf_weight=0.0016040656316512118 0.0010212310839953021 0.0011679740312152426 0.0019050850308652539 0.0013790761086098172 0.0012837016006045656
leaf_count=1529 345 340 540 321 835
internal_value=0 -0.00110884 0.00093852 0.00650622 -0.00539344
internal_weight=0 0.0073399 0.00617193 0.00328416 0.00288777
internal_count=3910 3565 3225 861 2364
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=7
num_cat=0
split_feature=0 2 16 12 151 1
split_gain=8.51027e-06 2.77201e-05 3.62154e-05 3.60066e-05 2.45105e-05 5.4119e-05
threshold=-0.017269999999999997 0.081615000000000007 -0.0083999999999999995 0.088325000000000015 -0.0088999999999999982 0.086145000000000013
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00047280845622406305 0.00011464770911387773 -0.00029939321447242339 0.00032470812796326758 4.2804905688952003e-05 -0.00026798446096074069 0.0003205303234699228
leaf_weight=0.0010849965647699155 0.0018072242375367364 0.0011089267314573748 0.0013012618181853768 0.0010011966990940248 0.0011029228804535079 0.0013194324986495593
leaf_count=341 446 329 749 549 1236 260
internal_value=0 -3.64607e-05 4.50854e-05 -0.000225358 -5.79544e-05 5.25736e-05
internal_weight=0 0.00691874 0.00483254 0.00208619 0.00353128 0.00242236
internal_count=3910 3464 2574 890 1825 1496
is_linear=0
shrinkage=0.00196078


Tree=9993
num_leaves=6
num_cat=0
split_feature=0 43 15 15 47
split_gain=7.53937e-06 2.41639e-05 2.32756e-05 4.30928e-05 2.89133e-05
threshold=-0.017269999999999997 -0.079374999999999987 0.079360000000000014 -0.064869999999999983 0.087235000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011975049603656494 0.0058077777886187572 0.0072129002517990889 -0.011643777294209331 0.021406021563100161 -0.013535912572570667
leaf_weight=0.0016760604732898206 0.0017348413281926796 0.0016102057721343569 0.0010077724182216037 0.0011774142229901189 0.0011521486855763661
leaf_count=1184 446 588 1089 346 257
internal_value=0 -0.0015977 0.00191779 0.00538677 -0.00144121
internal_weight=0 0.0066236 0.00494754 0.00393977 0.00276235
internal_count=3910 3464 2280 1191 845
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=6
num_cat=0
split_feature=47 0 16 52 4
split_gain=6.74584e-06 1.5588e-05 4.0947e-05 3.87849e-05 4.56211e-05
threshold=0.10436500000000001 -0.18087499999999998 -0.15168999999999996 -0.014099999999999998 -0.077679999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.010493669734398968 0.0064169275847076436 0.016526819999322991 0.008519112179873856 -0.00064546152029444951 -0.027758092846542532
leaf_weight=0.001460326586136592 0.001350247762012145 0.0013153326324289996 0.0016111975902256348 0.0015922533429195498 0.0010170204687080734
leaf_count=202 290 473 1160 877 908
internal_value=0 -0.00130333 0.00112106 -0.00368023 -0.0112132
internal_weight=0 0.00699613 0.0055358 0.00422047 0.00260927
internal_count=3910 3620 3418 2945 1785
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=6
num_cat=0
split_feature=43 15 52 16 0
split_gain=1.09995e-05 3.61786e-05 2.20964e-05 3.11047e-05 2.87561e-05
threshold=-0.053009999999999995 -0.052074999999999989 -0.074484999999999982 -0.0083999999999999995 -0.10462499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.00036834758825381089 -0.00028954099163113443 -7.3195957712975581e-05 -0.00024054387698112443 0.00029265488173794583 0.00012486560415755872
leaf_weight=0.0011254595215333327 0.0012324594009798942 0.0019488987138791217 0.0019603981921608119 0.0011042182544855166 0.0014334240730619228
leaf_count=852 430 946 384 236 1062
internal_value=0 8.84441e-05 -5.69355e-05 6.79817e-06 -8.62085e-05
internal_weight=0 0.00307436 0.0057305 0.00449804 0.00339382
internal_count=3910 1798 2112 1682 1446
is_linear=0
shrinkage=0.00196078


Tree=9996
num_leaves=7
num_cat=0
split_feature=0 51 2 0 13 16
split_gain=8.89295e-06 2.75304e-05 2.51375e-05 4.2741e-05 2.52283e-05 2.31706e-05
threshold=-0.017269999999999997 -0.07742499999999998 0.099015000000000006 -0.15517999999999996 -0.014114999999999997 -0.089559999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00029840664741943867 0.00011674498540144467 -0.00029596909600543969 -9.6722711338282928e-05 0.00044277204058882367 0.0002339951590397785 -0.00016931255398693924
leaf_weight=0.0012644213845886881 0.0018409286292619242 0.0013273991384215884 0.0010914032295760664 0.0011696448561631374 0.0011766922149071466 0.0010245313798629785
leaf_count=540 446 1403 162 574 225 560
internal_value=0 -3.62887e-05 2.09559e-05 0.000182359 -8.2467e-05 4.62807e-05
internal_weight=0 0.00705409 0.00578967 0.00226105 0.00352862 0.00220122
internal_count=3910 3464 2924 736 2188 785
is_linear=0
shrinkage=0.00196078


Tree=9997
num_leaves=7
num_cat=0
split_feature=42 43 3 52 2 3
split_gain=6.46166e-06 1.77226e-05 2.7465e-05 2.00267e-05 1.56489e-05 3.13075e-05
threshold=-1.0000000180025095e-35 -0.044024999999999988 -0.081244999999999998 -0.074484999999999982 0.11339500000000001 0.084925000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0062228675845798298 -0.0025678802490994583 -0.013933833806004277 0.020675811607224495 -0.0056468015519406207 -0.0088509413841102186 0.015777290568563133
leaf_weight=0.0014125203986950956 0.0010173464270973878 0.0011010134034308951 0.0010160824203421963 0.0013227035306345024 0.0010731363533756765 0.0014083570132197617
leaf_count=1060 592 344 741 741 270 162
internal_value=0 0.00119725 0.00904674 -0.00205671 0.00138078 0.0054012
internal_weight=0 0.00693864 0.00203343 0.00490521 0.0038042 0.00273106
internal_count=3910 2850 1333 1517 1173 903
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=7
num_cat=0
split_feature=4 150 13 48 15 12
split_gain=6.1457e-06 1.4332e-05 2.36879e-05 3.27662e-05 2.23697e-05 4.10531e-05
threshold=0.28937500000000005 0.086420000000000011 -0.13934999999999997 0.083775000000000002 -0.017214999999999998 0.081660000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.012400114457783471 0.0069053634587651408 -0.011554400117609033 -0.012095967170462536 0.019213218656902023 0.019620914560183739 -0.0053425868726773712
leaf_weight=0.0011146003739309854 0.0011020338533616423 0.0011121124535790417 0.0011698292635542017 0.0010725885933692263 0.0010802202864406433 0.001688504211592665
leaf_count=174 426 327 705 480 228 1570
internal_value=0 -0.00111074 0.000785279 0.00371803 -0.00050178 0.00439695
internal_weight=0 0.00723786 0.00612574 0.00501114 0.00393855 0.00276872
internal_count=3910 3484 3157 2983 2503 1798
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=7
num_cat=0
split_feature=4 42 1 16 16 4
split_gain=1.94627e-05 3.295e-05 5.54834e-05 2.51457e-05 2.68656e-05 2.30175e-05
threshold=-0.082054999999999975 0.091330000000000008 1.0000000180025095e-35 -0.09601999999999998 -0.010344999999999998 -0.23071499999999998
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=-1.0540002598277951e-05 -0.00053718634744847693 0.00021826053647692662 0.00016117353956042718 -0.00033585298690194567 6.6689992825684971e-05 0.00035963046908039388
leaf_weight=0.0016659479377281671 0.0010470483610998645 0.0012722788887716925 0.0015945281863744445 0.0013977813797257932 0.0011718096420755722 0.001054681975612489
leaf_count=307 1125 790 371 349 322 646
internal_value=0 -6.4638e-05 -0.000133706 -3.2253e-05 -0.000152281 0.000132961
internal_weight=0 0.00648345 0.00521117 0.00416412 0.00256959 0.00272063
internal_count=3910 2957 2167 1042 671 953
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
Column_4=9343
Column_0=8816
Column_1=8114
Column_3=7796
Column_2=7630
Column_15=6949
Column_16=6923
Column_52=6076
Column_13=4753
Column_12=4715
Column_42=4535
Column_48=4264
Column_43=4080
Column_133=3835
Column_160=3452
Column_47=2869
Column_49=2422
Column_151=2357
Column_50=1975
Column_484=1963
Column_51=1884
Column_403=1678
Column_150=1501
Column_11=1443
Column_14=1427
Column_457=1218
Column_1213=1015
Column_39=839
Column_159=795
Column_1374=756
Column_158=699
Column_40=629
Column_124=628
Column_157=545
Column_1456=502
Column_123=487
Column_156=472
Column_453=448
Column_130=437
Column_474=389
Column_1429=344
Column_1186=336
Column_38=323
Column_41=315
Column_147=292
Column_9=291
Column_132=283
Column_475=281
Column_376=280
Column_131=235
Column_480=230
Column_483=228
Column_1375=213
Column_31=193
Column_128=186
Column_129=160
Column_1373=157
Column_401=147
Column_1212=146
Column_33=137
Column_44=119
Column_1365=118
Column_394=106
Column_393=95
Column_1348=94
Column_454=89
Column_402=80
Column_155=73
Column_122=70
Column_1446=65
Column_375=59
Column_148=57
Column_101=55
Column_456=55
Column_448=45
Column_149=43
Column_1447=42
Column_1211=41
Column_455=35
Column_482=33
Column_1425=33
Column_481=27
Column_1366=25
Column_30=24
Column_34=24
Column_45=24
Column_1453=22
Column_1455=22
Column_10=21
Column_1338=19
Column_1426=18
Column_46=17
Column_1444=17
Column_146=15
Column_447=14
Column_1452=14
Column_104=12
Column_1372=12
Column_8=11
Column_1132=9
Column_1184=8
Column_374=7
Column_121=6
Column_138=6
Column_452=6
Column_472=6
Column_367=5
Column_32=4
Column_392=4
Column_399=2
Column_1176=2
Column_1209=2
Column_366=1
Column_445=1
Column_1210=1

parameters:
[boosting: dart]
[objective: binary]
[metric: binary_logloss,auc]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.1]
[num_leaves: 31]
[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: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 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: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[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:null